Repository: yandexdataschool/Practical_RL Branch: master Commit: e77705c1fcef Files: 105 Total size: 16.8 MB Directory structure: gitextract_0vwfat_i/ ├── .gitignore ├── Amazon GPU howto.md ├── LICENSE.md ├── README.md ├── docker/ │ ├── Dockerfile │ ├── README.md │ ├── deeplearning.yaml │ └── run_jupyter.sh ├── setup_colab.sh ├── week01_intro/ │ ├── README.md │ ├── crossentropy_method.ipynb │ ├── deep_crossentropy_method.ipynb │ ├── pong.py │ ├── primer_python_for_ml/ │ │ ├── recap_ml.ipynb │ │ └── train.csv │ ├── project_starter_evolution_strategies.ipynb │ ├── seminar-es-task.ipynb │ └── seminar_gymnasium_interface.ipynb ├── week02_value_based/ │ ├── README.md │ ├── mdp.py │ └── seminar_vi.ipynb ├── week03_model_free/ │ ├── README.md │ └── homework.ipynb ├── week04_[recap]_deep_learning/ │ ├── README.md │ ├── mnist.py │ ├── notmnist.py │ ├── seminar_pytorch.ipynb │ └── seminar_tensorflow.ipynb ├── week04_approx_rl/ │ ├── README.md │ ├── dqn/ │ │ ├── __init__.py │ │ ├── analysis.py │ │ ├── atari_wrappers.py │ │ ├── logger.py │ │ ├── replay_buffer.py │ │ └── utils.py │ ├── homework_pytorch_debug.ipynb │ ├── homework_pytorch_main.ipynb │ ├── homework_tf.ipynb │ ├── requirements.txt │ ├── seminar_pytorch.ipynb │ ├── seminar_tf.ipynb │ └── test_td_loss/ │ └── compute_td_loss.py ├── week05_explore/ │ ├── README.md │ ├── q_learning_agent.py │ ├── replay_buffer.py │ └── week5.ipynb ├── week06_policy_based/ │ ├── README.md │ ├── a2c-optional.ipynb │ ├── atari_wrappers.py │ ├── env_batch.py │ ├── reinforce_pytorch.ipynb │ ├── reinforce_tensorflow.ipynb │ └── runners.py ├── week07_[recap]_rnn/ │ ├── README.md │ ├── arxiv_data.csv │ ├── mtg_card_names.txt │ ├── names │ ├── seminar_pytorch.ipynb │ └── seminar_tf.ipynb ├── week07_seq2seq/ │ ├── README.md │ ├── basic_model_tf.py │ ├── basic_model_torch.py │ ├── bonus_pytorch.ipynb │ ├── he-pron-wiktionary.txt │ ├── main_dataset.txt │ ├── practice_tf.ipynb │ ├── practice_torch.ipynb │ └── voc.py ├── week08_pomdp/ │ ├── README.md │ ├── atari_util.py │ ├── env_pool.py │ ├── practice_pytorch.ipynb │ └── practice_tensorflow.ipynb ├── week09_policy_II/ │ ├── README.md │ ├── mujoco_wrappers.py │ ├── ppo.ipynb │ ├── seminar_TRPO_pytorch.ipynb │ ├── seminar_TRPO_tensorflow.ipynb │ ├── td3_and_sac/ │ │ ├── hw-continuous-control_pytorch.ipynb │ │ └── logger.py │ └── test_ppo/ │ ├── actions.npy │ ├── advantages.npy │ ├── log_probs.npy │ ├── observations.npy │ ├── policy │ ├── resets.npy │ ├── rewards.npy │ ├── state.npy │ ├── value_targets.npy │ └── values.npy ├── week10_planning/ │ ├── README.md │ └── seminar_MCTS.ipynb ├── xvfb ├── yet_another_week/ │ ├── README.md │ └── _resource/ │ ├── README.md │ ├── a3c_scheme.odp │ ├── conv_salary_architecture.odp │ ├── dqn_arch.odp │ ├── exp_replay.odp │ ├── nnet_arch.odp │ ├── pomdp_arch.odp │ ├── qlearning_scheme.odp │ ├── qlearning_scheme.pgm │ └── target_net.odp └── youtube_dl_lectures.sh ================================================ FILE CONTENTS ================================================ ================================================ FILE: .gitignore ================================================ # node and NPM npm-debug.log node_modules ..bfg-report # swap files *~ *.swp env.sh # Byte-compiled / optimized / DLL files __pycache__/ *.py[cod] # C extensions *.so # Distribution / packaging .Python env/ bin/ build/ develop-eggs/ dist/ eggs/ lib/ lib64/ parts/ sdist/ var/ *.egg-info/ .installed.cfg *.egg/ # Installer logs pip-log.txt pip-delete-this-directory.txt # Unit test / coverage reports htmlcov/ .tox/ .coverage .cache nosetests.xml coverage.xml # Translations *.mo # Mr Developer .mr.developer.cfg .project .pydevproject .idea .ipynb_checkpoints # Rope .ropeproject # Django stuff: *.log *.pot # Sphinx documentation docs/_build/ docs/tmp* # OS X garbage .DS_Store # Debian things debian/reproducible-experiment-platform debian/files *.substvars *.debhelper.log ================================================ FILE: Amazon GPU howto.md ================================================ **Warning: this guide has not been updated since we migrated away from Theano/Lasagne, which happened a long time ago.** # How to set up an Amazon EC2 GPU instance ## Create an instance Use `p2.xlarge` instance type and `ami-e00a8180` AMI image. [Details](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EC2_GetStarted.html) Open ports `22` (ssh) and `80` (http) on your freshly created instance, then create a [security group](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-network-security.html) and attach it to your instance to get the ports open. ## Launch notebook The instance you have created contains all you need: fresh versions of theano, lasagne, CUDA driver and cuDNN, just launch Jupyter and get your hands dirty: ```bash $ sudo su $ export THEANO_FLAGS='cuda.root=/usr/local/cuda,device=gpu,floatX=float32' $ export PATH=/usr/local/cuda-8.0/bin${PATH:+:${PATH}} $ jupyter notebook ``` ================================================ FILE: LICENSE.md ================================================ This is free and unencumbered software released into the public domain. Anyone is free to copy, modify, publish, use, compile, sell, or distribute this software, either in source code form or as a compiled binary, for any purpose, commercial or non-commercial, and by any means. In jurisdictions that recognize copyright laws, the author or authors of this software dedicate any and all copyright interest in the software to the public domain. We make this dedication for the benefit of the public at large and to the detriment of our heirs and successors. We intend this dedication to be an overt act of relinquishment in perpetuity of all present and future rights to this software under copyright law. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. For more information, please refer to ================================================ FILE: README.md ================================================ # Practical_RL An open course on reinforcement learning in the wild. Taught on-campus at [HSE](https://cs.hse.ru) and [YSDA](https://yandexdataschool.com/) and maintained to be friendly to online students (both english and russian). #### Manifesto: * __Optimize for the curious.__ For all the materials that aren’t covered in detail there are links to more information and related materials (D.Silver/Sutton/blogs/whatever). Assignments will have bonus sections if you want to dig deeper. * __Practicality first.__ Everything essential to solving reinforcement learning problems is worth mentioning. We won't shun away from covering tricks and heuristics. For every major idea there should be a lab that makes you to “feel” it on a practical problem. * __Git-course.__ Know a way to make the course better? Noticed a typo in a formula? Found a useful link? Made the code more readable? Made a version for alternative framework? You're awesome! [Pull-request](https://help.github.com/articles/about-pull-requests/) it! [![Github contributors](https://img.shields.io/github/contributors/yandexdataschool/Practical_RL.svg?logo=github&logoColor=white)](https://github.com/yandexdataschool/Practical_RL/graphs/contributors) # Course info * __FAQ:__ [About the course](https://github.com/yandexdataschool/Practical_RL/wiki/Practical-RL), [Technical issues thread](https://github.com/yandexdataschool/Practical_RL/issues/1), [Lecture Slides](https://yadi.sk/d/loPpY45J3EAYfU), [Online Student Survival Guide](https://github.com/yandexdataschool/Practical_RL/wiki/Online-student's-survival-guide) * Anonymous [feedback form](https://docs.google.com/forms/d/e/1FAIpQLSdurWw97Sm9xCyYwC8g3iB5EibITnoPJW2IkOVQYE_kcXPh6Q/viewform). * Virtual course environment: * [__Google Colab__](https://colab.research.google.com/) - set open -> github -> yandexdataschool/pracical_rl -> {branch name} and select any notebook you want. * [Installing dependencies](https://github.com/yandexdataschool/Practical_RL/issues/1) on your local machine (recommended). * Alternative: [Azure Notebooks](https://notebooks.azure.com/). # Additional materials * [RL reading group](https://github.com/yandexdataschool/Practical_RL/wiki/RL-reading-group) # Syllabus The syllabus is approximate: the lectures may occur in a slightly different order and some topics may end up taking two weeks. * [__week01_intro__](./week01_intro) Introduction * Lecture: RL problems around us. Decision processes. Stochastic optimization, Crossentropy method. Parameter space search vs action space search. * Seminar: Welcome into openai gym. Tabular CEM for Taxi-v0, deep CEM for box2d environments. * Homework description - see week1/README.md. * [__week02_value_based__](./week02_value_based) Value-based methods * Lecture: Discounted reward MDP. Value-based approach. Value iteration. Policy iteration. Discounted reward fails. * Seminar: Value iteration. * Homework description - see week2/README.md. * [__week03_model_free__](./week03_model_free) Model-free reinforcement learning * Lecture: Q-learning. SARSA. Off-policy Vs on-policy algorithms. N-step algorithms. TD(Lambda). * Seminar: Qlearning Vs SARSA Vs Expected Value SARSA * Homework description - see week3/README.md. * [__recap_deep_learning__](./week04_\[recap\]_deep_learning) - deep learning recap * Lecture: Deep learning 101 * Seminar: Intro to pytorch/tensorflow, simple image classification with convnets * [__week04_approx_rl__](./week04_approx_rl) Approximate (deep) RL * Lecture: Infinite/continuous state space. Value function approximation. Convergence conditions. Multiple agents trick; experience replay, target networks, double/dueling/bootstrap DQN, etc. * Seminar: Approximate Q-learning with experience replay. (CartPole, Atari) * [__week05_explore__](./week05_explore) Exploration * Lecture: Contextual bandits. Thompson Sampling, UCB, bayesian UCB. Exploration in model-based RL, MCTS. "Deep" heuristics for exploration. * Seminar: bayesian exploration for contextual bandits. UCB for MCTS. * [__week06_policy_based__](./week06_policy_based) Policy Gradient methods * Lecture: Motivation for policy-based, policy gradient, logderivative trick, REINFORCE/crossentropy method, variance reduction(baseline), advantage actor-critic (incl. GAE) * Seminar: REINFORCE, advantage actor-critic * [__week07_seq2seq__](./week07_seq2seq) Reinforcement Learning for Sequence Models * Lecture: Problems with sequential data. Recurrent neural networks. Backprop through time. Vanishing & exploding gradients. LSTM, GRU. Gradient clipping * Seminar: character-level RNN language model * [__week08_pomdp__](./week08_pomdp) Partially Observed MDP * Lecture: POMDP intro. POMDP learning (agents with memory). POMDP planning (POMCP, etc) * Seminar: Deep kung-fu & doom with recurrent A3C and DRQN * [__week09_policy_II__](./week09_policy_II) Advanced policy-based methods * Lecture: Trust region policy optimization. NPO/PPO. Deterministic policy gradient. DDPG * Seminar: Approximate TRPO for simple robot control. * [__week10_planning__](./week10_planning) Model-based RL & Co * Lecture: Model-Based RL, Planning in General, Imitation Learning and Inverse Reinforcement Learning * Seminar: MCTS for toy tasks * [__yet_another_week__](./yet_another_week) Inverse RL and Imitation Learning * All that cool RL stuff that you won't learn from this course :) # Course staff Course materials and teaching by: _[unordered]_ - [Pavel Shvechikov](https://github.com/pshvechikov) - lectures, seminars, hw checkups, reading group - [Nikita Putintsev](https://github.com/qwasser) - seminars, hw checkups, organizing our hot mess - [Alexander Fritsler](https://github.com/Fritz449) - lectures, seminars, hw checkups - [Oleg Vasilev](https://github.com/Omrigan) - seminars, hw checkups, technical support - [Dmitry Nikulin](https://github.com/pastafarianist) - tons of fixes, far and wide - [Mikhail Konobeev](https://github.com/MichaelKonobeev) - seminars, hw checkups - [Ivan Kharitonov](https://github.com/neer201) - seminars, hw checkups - [Ravil Khisamov](https://github.com/zshrav) - seminars, hw checkups - [Anna Klepova](https://github.com/q0o0p) - hw checkups - [Fedor Ratnikov](https://github.com/justheuristic) - admin stuff # Contributions * Using pictures from [Berkeley AI course](http://ai.berkeley.edu/home.html) * Massively refering to [CS294](http://rll.berkeley.edu/deeprlcourse/) * Several tensorflow assignments by [Scitator](https://github.com/Scitator) * A lot of fixes from [arogozhnikov](https://github.com/arogozhnikov) * Other awesome people: see github [contributors](https://github.com/yandexdataschool/Practical_RL/graphs/contributors) * [Alexey Umnov](https://github.com/alexeyum) helped us a lot during spring2018 ================================================ FILE: docker/Dockerfile ================================================ ARG device ARG username="jovyan" FROM ubuntu:24.04 AS base-cpu FROM nvidia/cuda:12.9.1-base-ubuntu24.04 AS base-gpu FROM base-$device AS base ARG username ENV DEBIAN_FRONTEND=noninteractive RUN apt-get -qq update && \ apt-get install -y wget unzip git cmake xvfb sudo freeglut3-dev ffmpeg RUN adduser --disabled-password --gecos "Default user" $username && \ adduser $username sudo && \ echo "%sudo ALL=(ALL) NOPASSWD:ALL" >> /etc/sudoers && \ mkdir /notebooks && \ chown -R $username /notebooks RUN su $username -c \ "wget https://repo.anaconda.com/archive/Anaconda3-2025.06-0-Linux-x86_64.sh \ -O /tmp/anaconda3.sh" && \ mkdir -p /opt/conda && \ chown -R $username /opt/conda && \ su $username -c "/bin/bash /tmp/anaconda3.sh -b -p /opt/conda -u" && \ rm /tmp/anaconda3.sh && \ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ su $username -c "echo '. /opt/conda/etc/profile.d/conda.sh' >> ~/.bashrc" && \ su $username -c "echo 'conda activate base' >> ~/.bashrc" ADD deeplearning.yaml /tmp/deeplearning-template.yaml USER $username SHELL ["/bin/bash", "-i", "-c"] RUN conda install -y jupyter FROM base AS stage-cpu RUN sed -e "s/{tensorflow}/tensorflow/g" -e "s/{pytorch}/pytorch/g" /tmp/deeplearning-template.yaml > /tmp/deeplearning.yaml FROM base AS stage-gpu RUN sed -e "s/{tensorflow}/tensorflow-gpu/g" -e "s/{pytorch}/pytorch-gpu/g" /tmp/deeplearning-template.yaml > /tmp/deeplearning.yaml FROM stage-$device as final LABEL maintainer "Alexander Panin , Dmitry Mittov " ARG username USER $username SHELL ["/bin/bash", "-i", "-c"] RUN conda env create -f /tmp/deeplearning.yaml && \ conda activate deeplearning && \ python -m ipykernel install --user --name python3 --display-name "Python 3" RUN sudo rm /tmp/deeplearning*.yaml EXPOSE 8888 VOLUME /notebooks WORKDIR /notebooks ENV PATH /opt/conda/bin:$PATH COPY run_jupyter.sh / CMD ["/run_jupyter.sh"] ================================================ FILE: docker/README.md ================================================ To simplify installation process, you can deploy a container (~virtual machine) with all dependencies pre-installed. _tl;dr [dockerhub url](https://hub.docker.com/r/justheuristic/practical_rl/)_ ## Install Docker We recommend you to use either native docker (recommended for linux) or kitematic(recommended for windows). * Installing [kitematic](https://kitematic.com/), a simple interface to docker (all platforms) * Pure docker: Guide for [windows](https://docs.docker.com/docker-for-windows/), [linux](https://docs.docker.com/engine/installation/), or [macOS](https://docs.docker.com/docker-for-mac/). * If you want to use your GPU make sure you have [nvidia-container-toolkit](https://github.com/NVIDIA/nvidia-container-toolkit) and [NVidia driver](https://www.nvidia.com/en-us/drivers/unix/) + [CUDA 10.2](https://developer.nvidia.com/cuda-downloads) installed Below are the instructions for both approaches. ## Kitematic Find dmittov/practical_rl in the search menu. Download and launch the container. Click on "web preview" screen in the top-right __or__ go to settings, ports and find at which port your jupyter is located, usually 32***. ## Native `docker run --rm -it -v /path/to/your/repo:/notebooks -p :8888 dmittov/practical_rl:spring2020-cpu` For example, ```docker run --rm -it -v /home/myuser/Documents/practical_rl:/notebooks -p 8888:8888 dmittov/practical_rl:spring2020-cpu``` Then you can access your jupyter in a browser at `localhost:/?token=`, e.g. `localhost:8888/?token=ad1a5a0aab43efb47a9a805388fcf508d0b5f84a16e4542b&token=ad1a5a0aab43efb47a9a805388fcf508d0b5f84a16e4542b` #### GPU `docker run --rm -it -v /path/to/your/repo:/notebooks -p :8888 --gpus all dmittov/practical_rl:spring2020-cuda-10.2` ## Manual Build container `docker build -t practical_rl --build-arg device=cpu .` to build GPU version `docker build -t practical_rl --build-arg device=gpu .` Run it `$ docker run --rm -it -v :/notebooks -p :8888 practical_rl` to run GPU version `$ docker run --rm -it -v :/notebooks -p :8888 --gpus all practical_rl` examples: ```$ docker run --rm -it -v `pwd`:/notebooks -p 8888:8888 practical_rl``` Copy the token from console and run http://localhost:8888/?token= ================================================ FILE: docker/deeplearning.yaml ================================================ name: deeplearning channels: - defaults dependencies: - graphviz - python-graphviz - ipykernel - keras - numpy=1.16.6 - pip - scipy - {tensorflow}=1.13.1 - tqdm - pyopengl-accelerate - {pytorch} - torchvision - opencv - pip: - atari-py - sklearn - matplotlib - seaborn - scikit-image - imageio - pyglet - psutil - gym - gym[box2d] - gym[atari] - requests - editdistance prefix: /opt/conda/envs/deeplearning ================================================ FILE: docker/run_jupyter.sh ================================================ #!/usr/bin/env bash jupyter notebook --no-browser --ip 0.0.0.0 ================================================ FILE: setup_colab.sh ================================================ #!/usr/bin/env bash apt-get -qq update apt-get -qq install -y xvfb wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/xvfb -O ../xvfb # Download & import Atari ROMs (Colab stopped bundling them around the beginning of June 2021) gdown -q https://drive.google.com/uc?id=1c6_W2Fig92hm5FRIc2Mpc_ZZyr6o52lF # Alternative download: # wget -q http://www.atarimania.com/roms/Roms.rar pip install -q unrar mkdir ./roms unrar x Roms.rar ./roms > /dev/null 2>&1 python -m atari_py.import_roms ./roms > /dev/null 2>&1 ================================================ FILE: week01_intro/README.md ================================================ ## Materials: * [__Lecture slides__](https://yadi.sk/i/-EUHXUXOTC5t9Q) * __Russian:__ * Intro to RL - [video](https://yadi.sk/i/HpRw6zYv3SPmFf) * Seminar - [video](https://yadi.sk/i/gRTVCHfM3SPmHo) * __English:__ * [__main__] Video-intro by David Silver (english) - [video](https://www.youtube.com/watch?v=2pWv7GOvuf0) * [__main__] Lecture by J Schulman with crossentropy method explained (english) - [url](https://www.youtube.com/watch?v=aUrX-rP_ss4&list=PLCTc_C7itk-GaAMxmlChrkPnGKtjz8hv1) * Optional lecture by David Silver (english) - [video](https://www.youtube.com/watch?v=lfHX2hHRMVQ) ## More materials: * __[recommended]__ - awesome openai post about evolution strategies - [blog post](https://openai.com/research/evolution-strategies), [article](https://arxiv.org/abs/1703.03864) * __[recommended]__ - formal explanation of crossentropy method in [general](https://people.smp.uq.edu.au/DirkKroese/ps/CEEncycl.pdf) and for [optimization](https://people.smp.uq.edu.au/DirkKroese/ps/CEopt.pdf) * Deep learning course (if you want to learn in parallel) - https://github.com/yandexdataschool/HSE_deeplearning * Video on genetic algorithms (english) - [video](https://www.youtube.com/watch?v=ejxfTy4lI6I) * Another guide to genetic algorithm (english) - [video](https://www.youtube.com/watch?v=zwYV11a__HQ) * About Differential evolution (english) - [pdf](http://jvanderw.une.edu.au/DE_1.pdf) * Video on Ant Colony Algorithm (english) - [video](https://www.youtube.com/watch?v=D58nLNLkb0I) * Longer video on Ant Colony Algorithm (english) - [video](https://www.youtube.com/watch?v=xpyKmjJuqhk) * Longer video on corssentropy method (russian) - [video](https://yadi.sk/i/5yf_4oGI3EDJhJ) ## Practice assignment Instant dive in: [__seminar_gymnasium_interface__](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week01_intro/seminar_gymnasium_interface.ipynb), [__crossentropy_method__](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week01_intro/crossentropy_method.ipynb), [__deep_crossentropy_method__](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week01_intro/deep_crossentropy_method.ipynb) * Open `seminar_gymnasium_interface.ipynb` and follow instructions from there * After you're done there, proceed to `crossentropy_method.ipynb` * You can find homework and bonus assignment descriptions at the end of that notebook. * Note: so far it's enough to say `pip install gymnasium` on top of any data-science-stuffed python, but we'd appreciate if you gradually switch to [full installation](https://github.com/Farama-Foundation/Gymnasium). ================================================ FILE: week01_intro/crossentropy_method.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "7XGyc-FCG35I" }, "source": [ "# Crossentropy method\n", "\n", "This notebook will teach you to solve reinforcement learning problems with crossentropy method. We'll follow-up by scaling everything up and using neural network policy." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "2jwz8moTG35K" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "oe7EKolvLC67" }, "outputs": [], "source": [ "!pip install \"gymnasium[toy_text]\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "ltjzx5AFG35K" }, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "env = gym.make(\"Taxi-v3\", render_mode=\"rgb_array\")\n", "print(env.reset(seed=0))\n", "plt.imshow(env.render())\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "O6waF01eG35L", "outputId": "8ca46444-7a7f-4091-c50c-0cab96a995e9" }, "outputs": [], "source": [ "n_states = env.observation_space.n\n", "n_actions = env.action_space.n\n", "\n", "print(f\"n_states={n_states}, n_actions={n_actions}\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "IHXnU2QWG35L" }, "source": [ "# Create stochastic policy\n", "\n", "This time our policy should be a probability distribution.\n", "\n", "```policy[s,a] = P(take action a | in state s)```\n", "\n", "Since we still use integer state and action representations, you can use a 2-dimensional array to represent the policy.\n", "\n", "Please initialize the policy __uniformly__, that is, probabililities of all actions should be equal." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "id": "9qL5eW-rG35L" }, "outputs": [], "source": [ "def initialize_policy(n_states, n_actions):\n", " \n", "\n", " return policy\n", "\n", "\n", "policy = initialize_policy(n_states, n_actions)\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "id": "G1SeRRGgG35L" }, "outputs": [], "source": [ "assert type(policy) in (np.ndarray, np.matrix)\n", "assert np.allclose(policy, 1.0 / n_actions)\n", "assert np.allclose(np.sum(policy, axis=1), 1)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "9zR1fCUrG35L" }, "source": [ "# Play the game\n", "\n", "Just like before, but we also record all states and actions we took." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "d4v8WmvlG35L" }, "outputs": [], "source": [ "def generate_session(env, policy, t_max=10**4):\n", " \"\"\"\n", " Play game until end or for t_max ticks.\n", " :param policy: an array of shape [n_states,n_actions] with action probabilities\n", " :returns: list of states, list of actions and sum of rewards\n", " \"\"\"\n", " states, actions = [], []\n", " total_reward = 0.0\n", "\n", " s, _ = env.reset()\n", "\n", " for t in range(t_max):\n", " # Hint: you can use np.random.choice for sampling action\n", " # https://numpy.org/doc/stable/reference/random/generated/numpy.random.choice.html\n", "\n", " a = \n", "\n", " new_s, r, terminated, truncated, _ = env.step(a)\n", "\n", " # Record information we just got from the environment.\n", " states.append(s)\n", " actions.append(a)\n", " total_reward += r\n", "\n", " s = new_s\n", " if terminated or truncated:\n", " break\n", "\n", " return states, actions, total_reward\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "id": "a1EUUZ29G35M" }, "outputs": [], "source": [ "s, a, r = generate_session(env, policy)\n", "assert type(s) == type(a) == list\n", "assert len(s) == len(a)\n", "assert type(r) in [float, np.float64]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "_5YEDTKnG35M" }, "outputs": [], "source": [ "# let's see the initial reward distribution\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "sample_rewards = [generate_session(env, policy, t_max=1000)[-1] for _ in range(200)]\n", "\n", "plt.hist(sample_rewards, bins=20)\n", "plt.vlines([np.percentile(sample_rewards, 50)], [0], [100], label=\"50'th percentile\", color='green')\n", "plt.vlines([np.percentile(sample_rewards, 90)], [0], [100], label=\"90'th percentile\", color='red')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": { "id": "EeWtL3F5G35M" }, "source": [ "### Crossentropy method steps" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "00WWzr0KG35N" }, "outputs": [], "source": [ "def select_elites(states_batch, actions_batch, rewards_batch, percentile):\n", " \"\"\"\n", " Select states and actions from games that have rewards >= percentile\n", " :param states_batch: list of lists of states, states_batch[session_i][t]\n", " :param actions_batch: list of lists of actions, actions_batch[session_i][t]\n", " :param rewards_batch: list of rewards, rewards_batch[session_i]\n", "\n", " :returns: elite_states,elite_actions, both 1D lists of states and respective actions from elite sessions\n", "\n", " Please return elite states and actions in their original order\n", " [i.e. sorted by session number and timestep within session]\n", "\n", " If you are confused, see examples below. Please don't assume that states are integers\n", " (they will become different later).\n", " \"\"\"\n", "\n", " reward_threshold = \n", "\n", " elite_states = \n", " elite_actions = \n", "\n", " return elite_states, elite_actions\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "teOLBGojG35N" }, "outputs": [], "source": [ "states_batch = [\n", " [1, 2, 3], # game1\n", " [4, 2, 0, 2], # game2\n", " [3, 1], # game3\n", "]\n", "\n", "actions_batch = [\n", " [0, 2, 4], # game1\n", " [3, 2, 0, 1], # game2\n", " [3, 3], # game3\n", "]\n", "rewards_batch = [\n", " 3, # game1\n", " 4, # game2\n", " 5, # game3\n", "]\n", "\n", "test_result_0 = select_elites(states_batch, actions_batch, rewards_batch, percentile=0)\n", "test_result_30 = select_elites(\n", " states_batch, actions_batch, rewards_batch, percentile=30\n", ")\n", "test_result_90 = select_elites(\n", " states_batch, actions_batch, rewards_batch, percentile=90\n", ")\n", "test_result_100 = select_elites(\n", " states_batch, actions_batch, rewards_batch, percentile=100\n", ")\n", "\n", "assert np.all(test_result_0[0] == [1, 2, 3, 4, 2, 0, 2, 3, 1]) and np.all(\n", " test_result_0[1] == [0, 2, 4, 3, 2, 0, 1, 3, 3]\n", "), \"For percentile 0 you should return all states and actions in chronological order\"\n", "assert np.all(test_result_30[0] == [4, 2, 0, 2, 3, 1]) and np.all(\n", " test_result_30[1] == [3, 2, 0, 1, 3, 3]\n", "), \"For percentile 30 you should only select states/actions from two first\"\n", "assert np.all(test_result_90[0] == [3, 1]) and np.all(\n", " test_result_90[1] == [3, 3]\n", "), \"For percentile 90 you should only select states/actions from one game\"\n", "assert np.all(test_result_100[0] == [3, 1]) and np.all(\n", " test_result_100[1] == [3, 3]\n", "), \"Please make sure you use >=, not >. Also double-check how you compute percentile.\"\n", "\n", "print(\"Ok!\")\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "wYLBHFFwG35N" }, "outputs": [], "source": [ "def get_new_policy(elite_states, elite_actions):\n", " \"\"\"\n", " Given a list of elite states/actions from select_elites,\n", " return a new policy where each action probability is proportional to\n", "\n", " policy[s_i,a_i] ~ #[occurrences of s_i and a_i in elite states/actions]\n", "\n", " Don't forget to normalize the policy to get valid probabilities and handle the 0/0 case.\n", " For states that you never visited, use a uniform distribution (1/n_actions for all states).\n", "\n", " :param elite_states: 1D list of states from elite sessions\n", " :param elite_actions: 1D list of actions from elite sessions\n", "\n", " \"\"\"\n", "\n", " new_policy = np.zeros([n_states, n_actions])\n", "\n", " \n", " # Don't forget to set 1/n_actions for all actions in unvisited states.\n", "\n", " return new_policy\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "I1VbNcpoG35O" }, "outputs": [], "source": [ "elite_states = [1, 2, 3, 4, 2, 0, 2, 3, 1]\n", "elite_actions = [0, 2, 4, 3, 2, 0, 1, 3, 3]\n", "\n", "new_policy = get_new_policy(elite_states, elite_actions)\n", "\n", "assert np.isfinite(\n", " new_policy\n", ").all(), \"Your new policy contains NaNs or +-inf. Make sure you don't divide by zero.\"\n", "assert np.all(\n", " new_policy >= 0\n", "), \"Your new policy can't have negative action probabilities\"\n", "assert np.allclose(\n", " new_policy.sum(axis=-1), 1\n", "), \"Your new policy should be a valid probability distribution over actions\"\n", "\n", "reference_answer = np.array(\n", " [\n", " [1.0, 0.0, 0.0, 0.0, 0.0],\n", " [0.5, 0.0, 0.0, 0.5, 0.0],\n", " [0.0, 0.33333333, 0.66666667, 0.0, 0.0],\n", " [0.0, 0.0, 0.0, 0.5, 0.5],\n", " ]\n", ")\n", "assert np.allclose(new_policy[:4, :5], reference_answer)\n", "\n", "print(\"Ok!\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "WVvZq1fSG35O" }, "source": [ "# Training loop\n", "Generate sessions, select N best and fit to those." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "3CmH7Aj4G35O" }, "outputs": [], "source": [ "from IPython.display import clear_output\n", "\n", "\n", "def show_progress(rewards_batch, log, percentile, reward_range=[-990, +10]):\n", " \"\"\"\n", " A convenience function that displays training progress.\n", " No cool math here, just charts.\n", " \"\"\"\n", "\n", " mean_reward = np.mean(rewards_batch)\n", " threshold = np.percentile(rewards_batch, percentile)\n", " log.append([mean_reward, threshold])\n", "\n", " plt.figure(figsize=[8, 4])\n", " plt.subplot(1, 2, 1)\n", " plt.plot(list(zip(*log))[0], label=\"Mean rewards\")\n", " plt.plot(list(zip(*log))[1], label=\"Reward thresholds\")\n", " plt.legend()\n", " plt.grid()\n", "\n", " plt.subplot(1, 2, 2)\n", " plt.hist(rewards_batch, range=reward_range)\n", " plt.vlines(\n", " [np.percentile(rewards_batch, percentile)],\n", " [0],\n", " [100],\n", " label=\"percentile\",\n", " color=\"red\",\n", " )\n", " plt.legend()\n", " plt.grid()\n", " clear_output(True)\n", " print(\"mean reward = %.3f, threshold=%.3f\" % (mean_reward, threshold))\n", " plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "tz0Yd964G35O" }, "outputs": [], "source": [ "# reset policy just in case\n", "policy = initialize_policy(n_states, n_actions)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "-cNq5hndG35O" }, "outputs": [], "source": [ "n_sessions = 250 # sample this many sessions\n", "percentile = 50 # discard this percentage of sessions with lowest rewards\n", "learning_rate = 0.5 # how quickly the policy is updated, on a scale from 0 to 1\n", "\n", "log = []\n", "\n", "for i in range(100):\n", " %time sessions = [ ]\n", "\n", " states_batch, actions_batch, rewards_batch = zip(*sessions)\n", "\n", " elite_states, elite_actions = \n", "\n", " new_policy = \n", "\n", " policy = learning_rate * new_policy + (1 - learning_rate) * policy\n", "\n", " # display results on chart\n", " show_progress(rewards_batch, log, percentile)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "K5LIoVTuG35O" }, "source": [ "### Reflecting on results\n", "\n", "You may have noticed that the taxi problem quickly converges from less than -1000 to a near-optimal score and then descends back into -50/-100. This is in part because the environment has some innate randomness. Namely, the starting points of passenger/driver change from episode to episode.\n", "\n", "In case CEM failed to learn how to win from one distinct starting point, it will simply discard it because no sessions from that starting point will make it into the \"elites\".\n", "\n", "To mitigate that problem, you can either reduce the threshold for elite sessions (duct tape way) or change the way you evaluate strategy (theoretically correct way). For each starting state, you can sample an action randomly, and then evaluate this action by running _several_ games starting from it and averaging the total reward. Choosing elite sessions with this kind of sampling (where each session's reward is counted as the average of the rewards of all sessions with the same starting state and action) should improve the performance of your policy." ] }, { "cell_type": "markdown", "metadata": { "id": "ubIHBgQ-G35O" }, "source": [ "\n", "### You're not done yet!\n", "\n", "Go to [`./deep_crossentropy_method.ipynb`](./deep_crossentropy_method.ipynb) for a more serious task" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week01_intro/deep_crossentropy_method.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "I_i1q1TWG9zH" }, "source": [ "# Deep Crossentropy method\n", "\n", "In this section we'll extend your CEM implementation with neural networks! You will train a multi-layer neural network to solve simple continuous state space games. __Please make sure you're done with tabular crossentropy method from the previous notebook.__\n", "\n", "![img](https://watanimg.elwatannews.com/old_news_images/large/249765_Large_20140709045740_11.jpg)\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "t4CJ1sRyG9zJ" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "C2xd5vPwPVCb" }, "outputs": [], "source": [ "# Install gymnasium if you didn't\n", "!pip install \"gymnasium[toy_text,classic_control]\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "_2zbc7ahG9zK" }, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "# if you see \" has no attribute .env\", remove .env or update gym\n", "env = gym.make(\"CartPole-v0\", render_mode=\"rgb_array\").env\n", "\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_dim = env.observation_space.shape[0]\n", "\n", "plt.imshow(env.render())\n", "print(\"state vector dim =\", state_dim)\n", "print(\"n_actions =\", n_actions)\n", "\n", "env.close()" ] }, { "cell_type": "markdown", "metadata": { "id": "Z72_alhdG9zK" }, "source": [ "# Neural Network Policy\n", "\n", "For this assignment we'll utilize the simplified neural network implementation from __[Scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html)__. Here's what you'll need:\n", "\n", "* `agent.partial_fit(states, actions)` - make a single training pass over the data. Maximize the probability of :actions: from :states:\n", "* `agent.predict_proba(states)` - predict probabilities of all actions, a matrix of shape __[len(states), n_actions]__\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "wLItY4unG9zL" }, "outputs": [], "source": [ "from sklearn.neural_network import MLPClassifier\n", "\n", "agent = MLPClassifier(\n", " hidden_layer_sizes=(20, 20),\n", " activation=\"tanh\",\n", ")\n", "\n", "# initialize agent to the dimension of state space and number of actions\n", "agent.partial_fit([env.reset()[0]] * n_actions, range(n_actions), classes=range(n_actions))" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "id": "eyFS3oUmG9zL" }, "outputs": [], "source": [ "def generate_session(env, agent, t_max=1000):\n", " \"\"\"\n", " Play a single game using agent neural network.\n", " Terminate when game finishes or after :t_max: steps\n", " \"\"\"\n", " states, actions = [], []\n", " total_reward = 0\n", "\n", " s, _ = env.reset()\n", "\n", " for t in range(t_max):\n", "\n", " # use agent to predict a vector of action probabilities for state :s:\n", " probs = \n", "\n", " assert probs.shape == (env.action_space.n,), \"make sure probabilities are a vector (hint: np.reshape)\"\n", "\n", " # use the probabilities you predicted to pick an action\n", " # sample proportionally to the probabilities, don't just take the most likely action\n", " a = \n", " # ^-- hint: try np.random.choice\n", "\n", " new_s, r, terminated, truncated, _ = env.step(a)\n", "\n", " # record sessions like you did before\n", " states.append(s)\n", " actions.append(a)\n", " total_reward += r\n", "\n", " s = new_s\n", " if terminated or truncated:\n", " break\n", " return states, actions, total_reward\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "4xgrTCgJG9zL" }, "outputs": [], "source": [ "dummy_states, dummy_actions, dummy_reward = generate_session(env, agent, t_max=5)\n", "print(\"states:\", np.stack(dummy_states))\n", "print(\"actions:\", dummy_actions)\n", "print(\"reward:\", dummy_reward)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "p85lt16qG9zL" }, "source": [ "### CEM steps\n", "Deep CEM uses exactly the same strategy as the regular CEM, so you can copy your function code from previous notebook.\n", "\n", "The only difference is that now each observation is not a number but a `float32` vector." ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "id": "4On-p7p4G9zL" }, "outputs": [], "source": [ "def select_elites(states_batch, actions_batch, rewards_batch, percentile=50):\n", " \"\"\"\n", " Select states and actions from games that have rewards >= percentile\n", " :param states_batch: list of lists of states, states_batch[session_i][t]\n", " :param actions_batch: list of lists of actions, actions_batch[session_i][t]\n", " :param rewards_batch: list of rewards, rewards_batch[session_i]\n", "\n", " :returns: elite_states,elite_actions, both 1D lists of states and respective actions from elite sessions\n", "\n", " Please return elite states and actions in their original order\n", " [i.e. sorted by session number and timestep within session]\n", "\n", " If you are confused, see examples below. Please don't assume that states are integers\n", " (they will become different later).\n", " \"\"\"\n", "\n", " \n", "\n", " return elite_states, elite_actions\n" ] }, { "cell_type": "markdown", "metadata": { "id": "xc40V4DaG9zM" }, "source": [ "# Training loop\n", "Generate sessions, select N best and fit to those." ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "id": "PPwVKwF7G9zM" }, "outputs": [], "source": [ "from IPython.display import clear_output\n", "\n", "\n", "def show_progress(rewards_batch, log, percentile, reward_range=[-990, +10]):\n", " \"\"\"\n", " A convenience function that displays training progress.\n", " No cool math here, just charts.\n", " \"\"\"\n", "\n", " mean_reward = np.mean(rewards_batch)\n", " threshold = np.percentile(rewards_batch, percentile)\n", " log.append([mean_reward, threshold])\n", "\n", " clear_output(True)\n", " print(\"mean reward = %.3f, threshold=%.3f\" % (mean_reward, threshold))\n", " plt.figure(figsize=[8, 4])\n", " plt.subplot(1, 2, 1)\n", " plt.plot(list(zip(*log))[0], label=\"Mean rewards\")\n", " plt.plot(list(zip(*log))[1], label=\"Reward thresholds\")\n", " plt.legend()\n", " plt.grid()\n", "\n", " plt.subplot(1, 2, 2)\n", " plt.hist(rewards_batch, range=reward_range)\n", " plt.vlines(\n", " [np.percentile(rewards_batch, percentile)],\n", " [0],\n", " [100],\n", " label=\"percentile\",\n", " color=\"red\",\n", " )\n", " plt.legend()\n", " plt.grid()\n", "\n", " plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "euK7WRQiG9zM" }, "outputs": [], "source": [ "n_sessions = 100\n", "percentile = 70\n", "log = []\n", "\n", "for i in range(100):\n", " # generate new sessions\n", " sessions = [ ]\n", "\n", " states_batch, actions_batch, rewards_batch = map(np.array, zip(*sessions))\n", "\n", " elite_states, elite_actions = \n", "\n", " \n", "\n", " show_progress(\n", " rewards_batch, log, percentile, reward_range=[0, np.max(rewards_batch)]\n", " )\n", "\n", " if np.mean(rewards_batch) > 190:\n", " print(\"You Win! You may stop training now via KeyboardInterrupt.\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "yeNWKjtsG9zM" }, "source": [ "# Results" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "RJwsWl4kG9zM" }, "outputs": [], "source": [ "# Record sessions\n", "\n", "from gymnasium.wrappers import RecordVideo\n", "\n", "with RecordVideo(\n", " env=gym.make(\"CartPole-v0\", render_mode=\"rgb_array\"),\n", " video_folder=\"./videos\",\n", " episode_trigger=lambda episode_number: True,\n", ") as env_monitor:\n", " sessions = [generate_session(env_monitor, agent) for _ in range(100)]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "kLPXdME7G9zN" }, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path(\"videos\").iterdir() if s.suffix == \".mp4\"])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if \"google.colab\" in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open(\"rb\") as fp:\n", " mp4 = fp.read()\n", " data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\n", " \"\"\"\n", "\n", "\"\"\".format(\n", " data_url\n", " )\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "6d_3oOQ1G9zN" }, "source": [ "# Homework part I\n", "\n", "### Tabular crossentropy method\n", "\n", "You may have noticed that the taxi problem quickly converges from -100 to a near-optimal score and then descends back into -50/-100. This is in part because the environment has some innate randomness. Namely, the starting points of passenger/driver change from episode to episode.\n", "\n", "### Tasks\n", "- __1.1__ (2 pts) Find out how the algorithm performance changes if you use a different `percentile` and/or `n_sessions`. Provide here some figures so we can see how the hyperparameters influence the performance.\n", "- __1.2__ (1 pts) Tune the algorithm to end up with positive average score.\n", "\n", "It's okay to modify the existing code.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "L88LySiVG9zN" }, "source": [ "``````" ] }, { "cell_type": "markdown", "metadata": { "id": "7LpAJc4rG9zN" }, "source": [ "# Homework part II\n", "\n", "### Deep crossentropy method\n", "\n", "By this moment, you should have got enough score on [CartPole-v0](https://gymnasium.farama.org/environments/classic_control/cart_pole/) to consider it solved (see the link). It's time to try something harder.\n", "\n", "* if you have any trouble with CartPole-v0 and feel stuck, feel free to ask us or your peers for help.\n", "\n", "### Tasks\n", "\n", "* __2.1__ (3 pts) Pick one of environments: `MountainCar-v0` or `LunarLander-v2`.\n", " * For MountainCar, get average reward of __at least -150__\n", " * For LunarLander, get average reward of __at least +50__\n", "\n", "See the tips section below, it's kinda important.\n", "__Note:__ If your agent is below the target score, you'll still get some of the points depending on the result, so don't be afraid to submit it.\n", " \n", " \n", "* __2.2__ (up to 6 pts) Devise a way to speed up training against the default version\n", " * Obvious improvement: use [`joblib`](https://joblib.readthedocs.io/en/latest/). However, note that you will probably need to spawn a new environment in each of the workers instead of passing it via pickling. (2 pts)\n", " * Try re-using samples from 3-5 last iterations when computing threshold and training. (2 pts)\n", " * Obtain __-100__ at `MountainCar-v0` or __+200__ at `LunarLander-v2` (2 pts). Feel free to experiment with hyperparameters, architectures, schedules etc.\n", " \n", "__Please list what you did in Anytask submission form__. This reduces probability that somebody misses something.\n", " \n", " \n", "### Tips\n", "* Gymnasium pages: [MountainCar](https://gymnasium.farama.org/environments/classic_control/mountain_car/), [LunarLander](https://gymnasium.farama.org/environments/box2d/lunar_lander/)\n", "* Sessions for MountainCar may last for 10k+ ticks. Make sure ```t_max``` param is at least 10k.\n", " * Also it may be a good idea to cut rewards via \">\" and not \">=\". If 90% of your sessions get reward of -10k and 10% are better, than if you use percentile 20% as threshold, R >= threshold __fails to cut off bad sessions__ while R > threshold works alright.\n", "* _issue with gym_: Some versions of gym limit game time by 200 ticks. This will prevent cem training in most cases. Make sure your agent is able to play for the specified __t_max__, and if it isn't, try `env = gym.make(\"MountainCar-v0\").env` or otherwise get rid of TimeLimit wrapper.\n", "* If you use old _swig_ lib for LunarLander-v2, you may get an error. See this [issue](https://github.com/openai/gym/issues/100) for solution.\n", "* If it doesn't train, it's a good idea to plot reward distribution and record sessions: they may give you some clue. If they don't, call course staff :)\n", "* 20-neuron network is probably not enough, feel free to experiment.\n", "\n", "You may find the following snippet useful:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "qcjz-nm_G9zN" }, "outputs": [], "source": [ "def visualize_mountain_car(env, agent):\n", " # Compute policy for all possible x and v (with discretization)\n", " xs = np.linspace(env.min_position, env.max_position, 100)\n", " vs = np.linspace(-env.max_speed, env.max_speed, 100)\n", "\n", " grid = np.dstack(np.meshgrid(xs, vs[::-1])).transpose(1, 0, 2)\n", " grid_flat = grid.reshape(len(xs) * len(vs), 2)\n", " probs = (\n", " agent.predict_proba(grid_flat).reshape(len(xs), len(vs), 3).transpose(1, 0, 2)\n", " )\n", "\n", " # # The above code is equivalent to the following:\n", " # probs = np.empty((len(vs), len(xs), 3))\n", " # for i, v in enumerate(vs[::-1]):\n", " # for j, x in enumerate(xs):\n", " # probs[i, j, :] = agent.predict_proba([[x, v]])[0]\n", "\n", " # Draw policy\n", " f, ax = plt.subplots(figsize=(7, 7))\n", " ax.imshow(\n", " probs,\n", " extent=(env.min_position, env.max_position, -env.max_speed, env.max_speed),\n", " aspect=\"auto\",\n", " )\n", " ax.set_title(\"Learned policy: red=left, green=nothing, blue=right\")\n", " ax.set_xlabel(\"position (x)\")\n", " ax.set_ylabel(\"velocity (v)\")\n", "\n", " # Sample a trajectory and draw it\n", " states, actions, _ = generate_session(env, agent)\n", " states = np.array(states)\n", " ax.plot(states[:, 0], states[:, 1], color=\"white\")\n", "\n", " # Draw every 3rd action from the trajectory\n", " for (x, v), a in zip(states[::3], actions[::3]):\n", " if a == 0:\n", " plt.arrow(x, v, -0.1, 0, color=\"white\", head_length=0.02)\n", " elif a == 2:\n", " plt.arrow(x, v, 0.1, 0, color=\"white\", head_length=0.02)\n", "\n", "\n", "with gym.make(\"MountainCar-v0\", render_mode=\"rgb_arrary\").env as env:\n", " visualize_mountain_car(env, agent)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "Dzk41lDPG9zO" }, "source": [ "### Bonus tasks\n", "\n", "* __2.3 bonus__ (2 pts) Try to find a network architecture and training params that solve __both__ environments above (_Points depend on implementation. If you attempted this task, please mention it in Anytask submission._)\n", "\n", "* __2.4 bonus__ (4 pts) Solve continuous action space task with `MLPRegressor` or similar.\n", " * Since your agent only predicts the \"expected\" action, you will have to add noise to ensure exploration.\n", " * Choose one of [MountainCarContinuous-v0](https://gymnasium.farama.org/environments/classic_control/mountain_car_continuous/) (90+ pts to solve), [LunarLanderContinuous-v2](https://gymnasium.farama.org/environments/box2d/lunar_lander/) (`env = gym.make(\"LunarLander-v2\", continuous=True)`)(200+ pts to solve)\n", " * 4 points for solving. Slightly less for getting some results below solution threshold. Note that discrete and continuous environments may have slightly different rules, aside from action spaces." ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week01_intro/pong.py ================================================ """Auxilary files for those who wanted to solve breakout with CEM or policy gradient""" import numpy as np import gym from scipy.misc import imresize from gym.core import Wrapper from gym.spaces.box import Box def make_pong(): """creates breakout env with all preprocessing done for you""" return PreprocessAtari(gym.make("PongDeterministic-v0")) class PreprocessAtari(Wrapper): def __init__(self, env, height=42, width=42, crop=lambda img: img[34:34 + 160], n_frames=4): """A gym wrapper that reshapes, crops and scales image into the desired shapes""" super(PreprocessAtari, self).__init__(env) self.img_size = (height, width) self.crop = crop self.observation_space = Box(0.0, 1.0, [n_frames, height, width]) self.framebuffer = np.zeros([n_frames, height, width]) def reset(self): """resets breakout, returns initial frames""" self.framebuffer = np.zeros_like(self.framebuffer) self.update_buffer(self.env.reset()) return self.framebuffer def step(self, action): """plays breakout for 1 step, returns 4-frame buffer""" new_img, r, done, info = self.env.step(action) self.update_buffer(new_img) return self.framebuffer, r, done, info ###image processing### def update_buffer(self, img): img = self.preproc_image(img) self.framebuffer = np.vstack([img[None], self.framebuffer[:-1]]) def preproc_image(self, img): """what happens to the observation""" img = self.crop(img) img = imresize(img, self.img_size).mean(-1) img = img.astype('float32') / 255. return img ================================================ FILE: week01_intro/primer_python_for_ml/recap_ml.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "A crash course in\n", "

\n", "Surviving Titanic\n", "

\n", "(with numpy and matplotlib)\n", "
\n", "\n", "---\n", "\n", "This notebook is going to teach you to use the basic data science stack for Python: Jupyter, Numpy, matplotlib, and sklearn." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part I: Jupyter notebooks in a nutshell\n", "* You are reading this line in a jupyter notebook.\n", "* A notebook consists of cells. A cell can contain either code or hypertext. \n", " * This cell contains hypertext. The next cell contains code.\n", "* You can __run a cell__ with code by selecting it (click) and pressing `Ctrl + Enter` to execute the code and display output(if any).\n", "* If you're running this on a device with no keyboard, ~~you are doing it wrong~~ use the top bar (esp. play/stop/restart buttons) to run code.\n", "* Behind the curtains, there's a Python interpreter that runs that code and remembers anything you defined.\n", "\n", "Run these cells to get started" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "a = 5" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10\n" ] } ], "source": [ "print(a * 2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* `Ctrl + S` to save changes (or use the button that looks like a floppy disk)\n", "* Top menu → Kernel → Interrupt (or Stop button) if you want it to stop running cell midway.\n", "* Top menu → Kernel → Restart (or cyclic arrow button) if interrupt doesn't fix the problem (you will lose all variables).\n", "* For shortcut junkies like us: Top menu → Help → Keyboard Shortcuts\n", "\n", "\n", "* More: [Hacker's guide](http://arogozhnikov.github.io/2016/09/10/jupyter-features.html), [Beginner's guide](https://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/), [Datacamp tutorial](https://www.datacamp.com/community/tutorials/tutorial-jupyter-notebook)\n", "\n", "Now __the most important feature__ of jupyter notebooks for this course: \n", "* if you're typing something, press `Tab` to see automatic suggestions, use arrow keys + enter to pick one.\n", "* if you move your cursor inside some function and press `Shift + Tab`, you'll get a help window. `Shift + (Tab , Tab)` (press `Tab` twice) will expand it." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# run this first\n", "import math" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# place your cursor at the end of the unfinished line below to find a function\n", "# that computes arctangent from two parameters (should have 2 in it's name)\n", "# once you chose it, press shift + tab + tab(again) to see the docs\n", "\n", "math.a # <---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part II: Loading data with Pandas\n", "Pandas is a library that helps you load the data, prepare it and perform some lightweight analysis. The god object here is the `pandas.DataFrame` - a 2D table with batteries included. \n", "\n", "In the cells below we use it to read the data on the infamous titanic shipwreck.\n", "\n", "__please keep running all the code cells as you read__" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# If you are running in Google Colab, this cell will download the dataset from our repository.\n", "# Otherwise, this cell will do nothing.\n", "\n", "import sys\n", "if 'google.colab' in sys.modules:\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week01_intro/primer_python_for_ml/train.csv" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "# this yields a pandas.DataFrame\n", "data = pd.read_csv(\"train.csv\", index_col='PassengerId')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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SurvivedPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
PassengerId
103Braund, Mr. Owen Harrismale22.010A/5 211717.2500NaNS
211Cumings, Mrs. John Bradley (Florence Briggs Th...female38.010PC 1759971.2833C85C
313Heikkinen, Miss. Lainafemale26.000STON/O2. 31012827.9250NaNS
411Futrelle, Mrs. Jacques Heath (Lily May Peel)female35.01011380353.1000C123S
503Allen, Mr. William Henrymale35.0003734508.0500NaNS
603Moran, Mr. JamesmaleNaN003308778.4583NaNQ
701McCarthy, Mr. Timothy Jmale54.0001746351.8625E46S
803Palsson, Master. Gosta Leonardmale2.03134990921.0750NaNS
913Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)female27.00234774211.1333NaNS
1012Nasser, Mrs. Nicholas (Adele Achem)female14.01023773630.0708NaNC
\n", "
" ], "text/plain": [ " Survived Pclass \\\n", "PassengerId \n", "1 0 3 \n", "2 1 1 \n", "3 1 3 \n", "4 1 1 \n", "5 0 3 \n", "6 0 3 \n", "7 0 1 \n", "8 0 3 \n", "9 1 3 \n", "10 1 2 \n", "\n", " Name Sex Age \\\n", "PassengerId \n", "1 Braund, Mr. Owen Harris male 22.0 \n", "2 Cumings, Mrs. John Bradley (Florence Briggs Th... female 38.0 \n", "3 Heikkinen, Miss. Laina female 26.0 \n", "4 Futrelle, Mrs. Jacques Heath (Lily May Peel) female 35.0 \n", "5 Allen, Mr. William Henry male 35.0 \n", "6 Moran, Mr. James male NaN \n", "7 McCarthy, Mr. Timothy J male 54.0 \n", "8 Palsson, Master. Gosta Leonard male 2.0 \n", "9 Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg) female 27.0 \n", "10 Nasser, Mrs. Nicholas (Adele Achem) female 14.0 \n", "\n", " SibSp Parch Ticket Fare Cabin Embarked \n", "PassengerId \n", "1 1 0 A/5 21171 7.2500 NaN S \n", "2 1 0 PC 17599 71.2833 C85 C \n", "3 0 0 STON/O2. 3101282 7.9250 NaN S \n", "4 1 0 113803 53.1000 C123 S \n", "5 0 0 373450 8.0500 NaN S \n", "6 0 0 330877 8.4583 NaN Q \n", "7 0 0 17463 51.8625 E46 S \n", "8 3 1 349909 21.0750 NaN S \n", "9 0 2 347742 11.1333 NaN S \n", "10 1 0 237736 30.0708 NaN C " ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Selecting rows\n", "head = data[:10]\n", "\n", "head # if you leave an expression at the end of a cell, jupyter will \"display\" it automatically" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### About the data\n", "Here's some of the columns\n", "* Name - a string with person's full name\n", "* Survived - 1 if a person survived the shipwreck, 0 otherwise.\n", "* Pclass - passenger class. Pclass == 3 is cheap'n'cheerful, Pclass == 1 is for moneybags.\n", "* Sex - a person's gender (in those good ol' times when there were just 2 of them)\n", "* Age - age in years, if available\n", "* Sibsp - number of siblings on a ship\n", "* Parch - number of parents on a ship\n", "* Fare - ticket cost\n", "* Embarked - port where the passenger embarked\n", " * C = Cherbourg; Q = Queenstown; S = Southampton" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "len(data) = 891\n", "data.shape = (891, 11)\n" ] } ], "source": [ "# table dimensions\n", "print(\"len(data) =\", len(data))\n", "print(\"data.shape =\", data.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Survived 1\n", "Pclass 1\n", "Name Futrelle, Mrs. Jacques Heath (Lily May Peel)\n", "Sex female\n", "Age 35\n", "SibSp 1\n", "Parch 0\n", "Ticket 113803\n", "Fare 53.1\n", "Cabin C123\n", "Embarked S\n", "Name: 4, dtype: object\n" ] } ], "source": [ "# select a single row by PassengerId (using .loc)\n", "print(data.loc[4])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Survived 1\n", "Pclass 1\n", "Name Futrelle, Mrs. Jacques Heath (Lily May Peel)\n", "Sex female\n", "Age 35\n", "SibSp 1\n", "Parch 0\n", "Ticket 113803\n", "Fare 53.1\n", "Cabin C123\n", "Embarked S\n", "Name: 4, dtype: object\n" ] } ], "source": [ "# select a single row by index (using .iloc)\n", "print(data.iloc[3])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PassengerId\n", "1 22.0\n", "2 38.0\n", "3 26.0\n", "4 35.0\n", "5 35.0\n", "6 NaN\n", "7 54.0\n", "8 2.0\n", "9 27.0\n", "10 14.0\n", "Name: Age, dtype: float64\n" ] } ], "source": [ "# select a single column.\n", "ages = data[\"Age\"]\n", "print(ages[:10]) # alternatively: data.Age" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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\n", "
" ], "text/plain": [ " Fare Pclass\n", "PassengerId \n", "5 8.0500 3\n", "6 8.4583 3\n", "7 51.8625 1\n", "8 21.0750 3\n", "9 11.1333 3\n", "10 30.0708 2" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select several columns and rows at once\n", "# alternatively: data[[\"Fare\",\"Pclass\"]].loc[5:10]\n", "data.loc[5:10, (\"Fare\", \"Pclass\")]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Your turn:\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Select passengers number 13 and 666 (with these PassengerId values). Did they survive?\n", "\n", "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Compute the overall survival rate: what fraction of passengers survived the shipwreck?\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pandas also has some basic data analysis tools. For one, you can quickly display statistical aggregates for each column using `.describe()`" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some columns contain __NaN__ values - this means that there is no data there. For example, passenger `#6` has unknown age. To simplify the future data analysis, we'll replace NaN values by using pandas `fillna` function.\n", "\n", "_Note: we do this so easily because it's a tutorial. In general, you think twice before you modify data like this._" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data.loc[6]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data['Age'] = data['Age'].fillna(value=data['Age'].mean())\n", "data['Fare'] = data['Fare'].fillna(value=data['Fare'].mean())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data.loc[6]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More pandas: \n", "* A neat [tutorial](http://pandas.pydata.org/) from pydata\n", "* Official [tutorials](https://pandas.pydata.org/pandas-docs/stable/tutorials.html), including this [10 minutes to pandas](https://pandas.pydata.org/pandas-docs/stable/10min.html#min)\n", "* Bunch of cheat sheets awaits just one google query away from you (e.g. [basics](http://blog.yhat.com/static/img/datacamp-cheat.png), [combining datasets](https://pbs.twimg.com/media/C65MaMpVwAA3v0A.jpg) and so on). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part III: Numpy and vectorized computing\n", "\n", "Almost any machine learning model requires some computational heavy lifting usually involving linear algebra problems. Unfortunately, raw Python is terrible at this because each operation is interpreted at runtime. \n", "\n", "So instead, we'll use `numpy` - a library that lets you run blazing fast computation with vectors, matrices and other tensors. Again, the god object here is `numpy.ndarray`:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a = [1 2 3 4 5]\n", "b = [5 4 3 2 1]\n", "a + 1 = [2 3 4 5 6]\n", "a * 2 = [ 2 4 6 8 10]\n", "a == 2 [False True False False False]\n", "a + b = [6 6 6 6 6]\n", "a * b = [5 8 9 8 5]\n" ] } ], "source": [ "import numpy as np\n", "\n", "a = np.array([1, 2, 3, 4, 5])\n", "b = np.array([5, 4, 3, 2, 1])\n", "\n", "print(\"a =\", a)\n", "print(\"b =\", b)\n", "\n", "# math and boolean operations can applied to each element of an array\n", "print(\"a + 1 =\", a + 1)\n", "print(\"a * 2 =\", a * 2)\n", "print(\"a == 2\", a == 2)\n", "# ... or corresponding elements of two (or more) arrays\n", "print(\"a + b =\", a + b)\n", "print(\"a * b =\", a * b)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Your turn: compute half-products of a and b elements (i.e. ½ of the products of corresponding elements)\n", "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# compute elementwise quotient between squared a and (b plus 1)\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "\n", "### How fast is it, Harry?\n", "![img](https://img.buzzfeed.com/buzzfeed-static/static/2015-11/6/7/enhanced/webdr10/enhanced-buzz-22847-1446811476-0.jpg)\n", "\n", "Let's compare computation time for Python and Numpy\n", "* Two arrays of $10^6$ elements\n", " * first one: from 0 to 1 000 000\n", " * second one: from 99 to 1 000 099\n", " \n", "* Computing:\n", " * elementwise sum\n", " * elementwise product\n", " * square root of first array\n", " * sum of all elements in the first array\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%%time\n", "# ^-- this \"magic\" measures and prints cell computation time\n", "\n", "# Option I: pure Python\n", "arr_1 = range(1000000)\n", "arr_2 = range(99, 1000099)\n", "\n", "\n", "a_sum = []\n", "a_prod = []\n", "sqrt_a1 = []\n", "for i in range(len(arr_1)):\n", " a_sum.append(arr_1[i]+arr_2[i])\n", " a_prod.append(arr_1[i]*arr_2[i])\n", " a_sum.append(arr_1[i]**0.5)\n", "\n", "arr_1_sum = sum(arr_1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%%time\n", "\n", "# Option II: start from Python, convert to numpy\n", "arr_1 = range(1000000)\n", "arr_2 = range(99, 1000099)\n", "\n", "arr_1, arr_2 = np.array(arr_1), np.array(arr_2)\n", "\n", "\n", "a_sum = arr_1 + arr_2\n", "a_prod = arr_1 * arr_2\n", "sqrt_a1 = arr_1 ** .5\n", "arr_1_sum = arr_1.sum()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%%time\n", "\n", "# Option III: pure numpy\n", "arr_1 = np.arange(1000000)\n", "arr_2 = np.arange(99, 1000099)\n", "\n", "a_sum = arr_1 + arr_2\n", "a_prod = arr_1 * arr_2\n", "sqrt_a1 = arr_1 ** .5\n", "arr_1_sum = arr_1.sum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want more serious benchmarks, take a look at [this](http://brilliantlywrong.blogspot.ru/2015/01/benchmarks-of-speed-numpy-vs-all.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "\n", "There's also a bunch of pre-implemented operations including logarithms, trigonometry, vector/matrix products and aggregations." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "numpy.sum(a) = 15\n", "numpy.mean(a) = 3.0\n", "numpy.min(a) = 1\n", "numpy.argmin(b) = 4\n", "numpy.dot(a,b) = 35\n", "numpy.unique(['male','male','female','female','male']) = ['female' 'male']\n" ] } ], "source": [ "a = np.array([1, 2, 3, 4, 5])\n", "b = np.array([5, 4, 3, 2, 1])\n", "print(\"numpy.sum(a) =\", np.sum(a))\n", "print(\"numpy.mean(a) =\", np.mean(a))\n", "print(\"numpy.min(a) =\", np.min(a))\n", "print(\"numpy.argmin(b) =\", np.argmin(b)) # index of minimal element\n", "# dot product. Also used for matrix/tensor multiplication\n", "print(\"numpy.dot(a,b) =\", np.dot(a, b))\n", "print(\n", " \"numpy.unique(['male','male','female','female','male']) =\",\n", " np.unique(['male', 'male', 'female', 'female', 'male']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is a lot more stuff. Check out a Numpy cheat sheet [here](https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Numpy_Python_Cheat_Sheet.pdf).\n", "\n", "The important part: all this functionality works with dataframes:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Max ticket price: 512.3292\n", "\n", "The guy who paid the most:\n", " Survived 1\n", "Pclass 1\n", "Name Ward, Miss. Anna\n", "Sex female\n", "Age 35\n", "SibSp 0\n", "Parch 0\n", "Ticket PC 17755\n", "Fare 512.329\n", "Cabin NaN\n", "Embarked C\n", "Name: 259, dtype: object\n" ] } ], "source": [ "print(\"Max ticket price: \", np.max(data[\"Fare\"]))\n", "print(\"\\nThe guy who paid the most:\\n\", data.iloc[np.argmax(data[\"Fare\"])])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# your code: compute mean passenger age and the oldest guy on the ship\n", "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Boolean operations\n", "a = [1 2 3 4 5]\n", "b = [5 4 3 2 1]\n", "a > 2 [False False True True True]\n", "numpy.logical_not(a>2) = [ True True False False False]\n", "numpy.logical_and(a>2,b>2) = [False False True False False]\n", "numpy.logical_or(a>4,b<3) = [False False True True True]\n", "\n", " shortcuts\n", "~(a > 2) = [ True True False False False]\n", "(a > 2) & (b > 2) = [False False True False False]\n", "(a > 2) | (b < 3) = [False False True True True]\n" ] } ], "source": [ "print(\"Boolean operations\")\n", "\n", "print('a =', a)\n", "print('b =', b)\n", "print(\"a > 2\", a > 2)\n", "print(\"numpy.logical_not(a>2) =\", np.logical_not(a > 2))\n", "print(\"numpy.logical_and(a>2,b>2) =\", np.logical_and(a > 2, b > 2))\n", "print(\"numpy.logical_or(a>4,b<3) =\", np.logical_or(a > 2, b < 3))\n", "\n", "print()\n", "\n", "print(\"shortcuts\")\n", "print(\"~(a > 2) =\", ~(a > 2)) # logical_not(a > 2)\n", "print(\"(a > 2) & (b > 2) =\", (a > 2) & (b > 2)) # logical_and\n", "print(\"(a > 2) | (b < 3) =\", (a > 2) | (b < 3)) # logical_or" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The final Numpy feature we'll need is indexing: selecting elements from an array. \n", "Aside from Python indexes and slices (e.g. `a[1:4]`), Numpy also allows you to select several elements at once." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a = [ 0 1 4 9 16 25]\n", "Select by element index\n", "a[[1,2,5]] = [ 1 4 25]\n", "\n", "Select by boolean mask\n", "a[a > 5] = [ 9 16 25]\n", "(a % 2 == 0) = [ True False True False True False]\n", "a[a % 2 == 0] = [ 0 4 16]\n", "data[(data['Age'] < 18) & (data['Sex'] == 'male')] = (below)\n" ] }, { "data": { "text/html": [ "
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SurvivedPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
PassengerId
803Palsson, Master. Gosta Leonardmale2.003134990921.0750NaNS
1703Rice, Master. Eugenemale2.004138265229.1250NaNQ
5103Panula, Master. Juha Niilomale7.0041310129539.6875NaNS
6003Goodwin, Master. William Frederickmale11.0052CA 214446.9000NaNS
6403Skoog, Master. Haraldmale4.003234708827.9000NaNS
7912Caldwell, Master. Alden Gatesmale0.830224873829.0000NaNS
8703Ford, Mr. William Nealmale16.0013W./C. 660834.3750NaNS
12613Nicola-Yarred, Master. Eliasmale12.0010265111.2417NaNC
13903Osen, Mr. Olaf Elonmale16.000075349.2167NaNS
16403Calic, Mr. Jovomale17.00003150938.6625NaNS
16503Panula, Master. Eino Viljamimale1.0041310129539.6875NaNS
16613Goldsmith, Master. Frank John William \"Frankie\"male9.000236329120.5250NaNS
17203Rice, Master. Arthurmale4.004138265229.1250NaNQ
18303Asplund, Master. Clarence Gustaf Hugomale9.004234707731.3875NaNS
18412Becker, Master. Richard Fmale1.002123013639.0000F4S
19412Navratil, Master. Michel Mmale3.001123008026.0000F2S
22113Sunderland, Mr. Victor Francismale16.0000SOTON/OQ 3920898.0500NaNS
26213Asplund, Master. Edvin Rojj Felixmale3.004234707731.3875NaNS
26703Panula, Mr. Ernesti Arvidmale16.0041310129539.6875NaNS
27903Rice, Master. Ericmale7.004138265229.1250NaNQ
28303de Pelsmaeker, Mr. Alfonsmale16.00003457789.5000NaNS
30611Allison, Master. Hudson Trevormale0.9212113781151.5500C22 C26S
33403Vander Planke, Mr. Leo Edmondusmale16.002034576418.0000NaNS
34112Navratil, Master. Edmond Rogermale2.001123008026.0000F2S
34913Coutts, Master. William Loch \"William\"male3.0011C.A. 3767115.9000NaNS
35303Elias, Mr. Tannousmale15.001126957.2292NaNC
38703Goodwin, Master. Sidney Leonardmale1.0052CA 214446.9000NaNS
40812Richards, Master. William Rowemale3.00112910618.7500NaNS
43403Kallio, Mr. Nikolai Erlandmale17.0000STON/O 2. 31012747.1250NaNS
44611Dodge, Master. Washingtonmale4.00023363881.8583A34S
48103Goodwin, Master. Harold Victormale9.0052CA 214446.9000NaNS
49013Coutts, Master. Eden Leslie \"Neville\"male9.0011C.A. 3767115.9000NaNS
50103Calic, Mr. Petarmale17.00003150868.6625NaNS
53303Elias, Mr. Joseph Jrmale17.001126907.2292NaNC
55012Davies, Master. John Morgan Jrmale8.0011C.A. 3311236.7500NaNS
55111Thayer, Mr. John Borland Jrmale17.000217421110.8833C70C
57503Rush, Mr. Alfred George Johnmale16.0000A/4. 205898.0500NaNS
68403Goodwin, Mr. Charles Edwardmale14.0052CA 214446.9000NaNS
68703Panula, Mr. Jaako Arnoldmale14.0041310129539.6875NaNS
72203Jensen, Mr. Svend Lauritzmale17.00103500487.0542NaNS
73203Hassan, Mr. Houssein G Nmale11.0000269918.7875NaNC
74703Abbott, Mr. Rossmore Edwardmale16.0011C.A. 267320.2500NaNS
75213Moor, Master. Meiermale6.000139209612.4750E121S
75612Hamalainen, Master. Viljomale0.671125064914.5000NaNS
76503Eklund, Mr. Hans Linusmale16.00003470747.7750NaNS
78803Rice, Master. George Hughmale8.004138265229.1250NaNQ
78913Dean, Master. Bertram Veremale1.0012C.A. 231520.5750NaNS
79202Gaskell, Mr. Alfredmale16.000023986526.0000NaNS
80311Carter, Master. William Thornton IImale11.0012113760120.0000B96 B98S
80413Thomas, Master. Assad Alexandermale0.420126258.5167NaNC
82003Skoog, Master. Karl Thorstenmale10.003234708827.9000NaNS
82503Panula, Master. Urho Abrahammale2.0041310129539.6875NaNS
82812Mallet, Master. Andremale1.0002S.C./PARIS 207937.0042NaNC
83212Richards, Master. George Sibleymale0.83112910618.7500NaNS
84202Mudd, Mr. Thomas Charlesmale16.0000S.O./P.P. 310.5000NaNS
84503Culumovic, Mr. Jesomale17.00003150908.6625NaNS
85103Andersson, Master. Sigvard Harald Eliasmale4.004234708231.2750NaNS
87013Johnson, Master. Harold Theodormale4.001134774211.1333NaNS
\n", "
" ], "text/plain": [ " Survived Pclass \\\n", "PassengerId \n", "8 0 3 \n", "17 0 3 \n", "51 0 3 \n", "60 0 3 \n", "64 0 3 \n", "79 1 2 \n", "87 0 3 \n", "126 1 3 \n", "139 0 3 \n", "164 0 3 \n", "165 0 3 \n", "166 1 3 \n", "172 0 3 \n", "183 0 3 \n", "184 1 2 \n", "194 1 2 \n", "221 1 3 \n", "262 1 3 \n", "267 0 3 \n", "279 0 3 \n", "283 0 3 \n", "306 1 1 \n", "334 0 3 \n", "341 1 2 \n", "349 1 3 \n", "353 0 3 \n", "387 0 3 \n", "408 1 2 \n", "434 0 3 \n", "446 1 1 \n", "481 0 3 \n", "490 1 3 \n", "501 0 3 \n", "533 0 3 \n", "550 1 2 \n", "551 1 1 \n", "575 0 3 \n", "684 0 3 \n", "687 0 3 \n", "722 0 3 \n", "732 0 3 \n", "747 0 3 \n", "752 1 3 \n", "756 1 2 \n", "765 0 3 \n", "788 0 3 \n", "789 1 3 \n", "792 0 2 \n", "803 1 1 \n", "804 1 3 \n", "820 0 3 \n", "825 0 3 \n", "828 1 2 \n", "832 1 2 \n", "842 0 2 \n", "845 0 3 \n", "851 0 3 \n", "870 1 3 \n", "\n", " Name Sex Age \\\n", "PassengerId \n", "8 Palsson, Master. Gosta Leonard male 2.00 \n", "17 Rice, Master. Eugene male 2.00 \n", "51 Panula, Master. Juha Niilo male 7.00 \n", "60 Goodwin, Master. William Frederick male 11.00 \n", "64 Skoog, Master. Harald male 4.00 \n", "79 Caldwell, Master. Alden Gates male 0.83 \n", "87 Ford, Mr. William Neal male 16.00 \n", "126 Nicola-Yarred, Master. Elias male 12.00 \n", "139 Osen, Mr. Olaf Elon male 16.00 \n", "164 Calic, Mr. Jovo male 17.00 \n", "165 Panula, Master. Eino Viljami male 1.00 \n", "166 Goldsmith, Master. Frank John William \"Frankie\" male 9.00 \n", "172 Rice, Master. Arthur male 4.00 \n", "183 Asplund, Master. Clarence Gustaf Hugo male 9.00 \n", "184 Becker, Master. Richard F male 1.00 \n", "194 Navratil, Master. Michel M male 3.00 \n", "221 Sunderland, Mr. Victor Francis male 16.00 \n", "262 Asplund, Master. Edvin Rojj Felix male 3.00 \n", "267 Panula, Mr. Ernesti Arvid male 16.00 \n", "279 Rice, Master. Eric male 7.00 \n", "283 de Pelsmaeker, Mr. Alfons male 16.00 \n", "306 Allison, Master. Hudson Trevor male 0.92 \n", "334 Vander Planke, Mr. Leo Edmondus male 16.00 \n", "341 Navratil, Master. Edmond Roger male 2.00 \n", "349 Coutts, Master. William Loch \"William\" male 3.00 \n", "353 Elias, Mr. Tannous male 15.00 \n", "387 Goodwin, Master. Sidney Leonard male 1.00 \n", "408 Richards, Master. William Rowe male 3.00 \n", "434 Kallio, Mr. Nikolai Erland male 17.00 \n", "446 Dodge, Master. Washington male 4.00 \n", "481 Goodwin, Master. Harold Victor male 9.00 \n", "490 Coutts, Master. Eden Leslie \"Neville\" male 9.00 \n", "501 Calic, Mr. Petar male 17.00 \n", "533 Elias, Mr. Joseph Jr male 17.00 \n", "550 Davies, Master. John Morgan Jr male 8.00 \n", "551 Thayer, Mr. John Borland Jr male 17.00 \n", "575 Rush, Mr. Alfred George John male 16.00 \n", "684 Goodwin, Mr. Charles Edward male 14.00 \n", "687 Panula, Mr. Jaako Arnold male 14.00 \n", "722 Jensen, Mr. Svend Lauritz male 17.00 \n", "732 Hassan, Mr. Houssein G N male 11.00 \n", "747 Abbott, Mr. Rossmore Edward male 16.00 \n", "752 Moor, Master. Meier male 6.00 \n", "756 Hamalainen, Master. Viljo male 0.67 \n", "765 Eklund, Mr. Hans Linus male 16.00 \n", "788 Rice, Master. George Hugh male 8.00 \n", "789 Dean, Master. Bertram Vere male 1.00 \n", "792 Gaskell, Mr. Alfred male 16.00 \n", "803 Carter, Master. William Thornton II male 11.00 \n", "804 Thomas, Master. Assad Alexander male 0.42 \n", "820 Skoog, Master. Karl Thorsten male 10.00 \n", "825 Panula, Master. Urho Abraham male 2.00 \n", "828 Mallet, Master. Andre male 1.00 \n", "832 Richards, Master. George Sibley male 0.83 \n", "842 Mudd, Mr. Thomas Charles male 16.00 \n", "845 Culumovic, Mr. Jeso male 17.00 \n", "851 Andersson, Master. Sigvard Harald Elias male 4.00 \n", "870 Johnson, Master. Harold Theodor male 4.00 \n", "\n", " SibSp Parch Ticket Fare Cabin Embarked \n", "PassengerId \n", "8 3 1 349909 21.0750 NaN S \n", "17 4 1 382652 29.1250 NaN Q \n", "51 4 1 3101295 39.6875 NaN S \n", "60 5 2 CA 2144 46.9000 NaN S \n", "64 3 2 347088 27.9000 NaN S \n", "79 0 2 248738 29.0000 NaN S \n", "87 1 3 W./C. 6608 34.3750 NaN S \n", "126 1 0 2651 11.2417 NaN C \n", "139 0 0 7534 9.2167 NaN S \n", "164 0 0 315093 8.6625 NaN S \n", "165 4 1 3101295 39.6875 NaN S \n", "166 0 2 363291 20.5250 NaN S \n", "172 4 1 382652 29.1250 NaN Q \n", "183 4 2 347077 31.3875 NaN S \n", "184 2 1 230136 39.0000 F4 S \n", "194 1 1 230080 26.0000 F2 S \n", "221 0 0 SOTON/OQ 392089 8.0500 NaN S \n", "262 4 2 347077 31.3875 NaN S \n", "267 4 1 3101295 39.6875 NaN S \n", "279 4 1 382652 29.1250 NaN Q \n", "283 0 0 345778 9.5000 NaN S \n", "306 1 2 113781 151.5500 C22 C26 S \n", "334 2 0 345764 18.0000 NaN S \n", "341 1 1 230080 26.0000 F2 S \n", "349 1 1 C.A. 37671 15.9000 NaN S \n", "353 1 1 2695 7.2292 NaN C \n", "387 5 2 CA 2144 46.9000 NaN S \n", "408 1 1 29106 18.7500 NaN S \n", "434 0 0 STON/O 2. 3101274 7.1250 NaN S \n", "446 0 2 33638 81.8583 A34 S \n", "481 5 2 CA 2144 46.9000 NaN S \n", "490 1 1 C.A. 37671 15.9000 NaN S \n", "501 0 0 315086 8.6625 NaN S \n", "533 1 1 2690 7.2292 NaN C \n", "550 1 1 C.A. 33112 36.7500 NaN S \n", "551 0 2 17421 110.8833 C70 C \n", "575 0 0 A/4. 20589 8.0500 NaN S \n", "684 5 2 CA 2144 46.9000 NaN S \n", "687 4 1 3101295 39.6875 NaN S \n", "722 1 0 350048 7.0542 NaN S \n", "732 0 0 2699 18.7875 NaN C \n", "747 1 1 C.A. 2673 20.2500 NaN S \n", "752 0 1 392096 12.4750 E121 S \n", "756 1 1 250649 14.5000 NaN S \n", "765 0 0 347074 7.7750 NaN S \n", "788 4 1 382652 29.1250 NaN Q \n", "789 1 2 C.A. 2315 20.5750 NaN S \n", "792 0 0 239865 26.0000 NaN S \n", "803 1 2 113760 120.0000 B96 B98 S \n", "804 0 1 2625 8.5167 NaN C \n", "820 3 2 347088 27.9000 NaN S \n", "825 4 1 3101295 39.6875 NaN S \n", "828 0 2 S.C./PARIS 2079 37.0042 NaN C \n", "832 1 1 29106 18.7500 NaN S \n", "842 0 0 S.O./P.P. 3 10.5000 NaN S \n", "845 0 0 315090 8.6625 NaN S \n", "851 4 2 347082 31.2750 NaN S \n", "870 1 1 347742 11.1333 NaN S " ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a = np.array([0, 1, 4, 9, 16, 25])\n", "ix = np.array([1, 2, 5])\n", "print(\"a =\", a)\n", "print(\"Select by element index\")\n", "print(\"a[[1,2,5]] =\", a[ix])\n", "\n", "print(\"\\nSelect by boolean mask\")\n", "# select all elementts in a that are greater than 5\n", "print(\"a[a > 5] =\", a[a > 5])\n", "print(\"(a % 2 == 0) =\", a % 2 == 0) # True for even, False for odd\n", "print(\"a[a % 2 == 0] =\", a[a % 2 == 0]) # select all elements in a that are even\n", "\n", "\n", "# select male children\n", "print(\"data[(data['Age'] < 18) & (data['Sex'] == 'male')] = (below)\")\n", "data[(data['Age'] < 18) & (data['Sex'] == 'male')]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Your turn\n", "\n", "Use numpy and pandas to answer a few questions about data" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# who on average paid more for their ticket, men or women?\n", "\n", "mean_fare_men = \n", "mean_fare_women = \n", "\n", "print(mean_fare_men, mean_fare_women)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# who is more likely to survive: a child (<18 yo) or an adult?\n", "\n", "child_survival_rate = \n", "adult_survival_rate = \n", "\n", "print(child_survival_rate, adult_survival_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part IV: plots and matplotlib\n", "\n", "Using Python to visualize the data is covered by yet another library: matplotlib.\n", "\n", "Just like Python itself, matplotlib has an awesome tendency of keeping simple things simple while still allowing you to write complicated stuff with convenience (e.g. super-detailed plots or custom animations)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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hN56+HJjrfzwX+G6A6xIRv6w9hVzz1CfU+hwLbxvPuJO7eV2ShKimrqEnOefyAJxzeWbW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\nQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "# ^-- this \"magic\" tells all future matplotlib plots to be drawn inside notebook and not in a separate window.\n", "\n", "# line plot\n", "plt.plot([0, 1, 2, 3, 4, 5], [0, 1, 4, 9, 16, 25])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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IgqADQBL/D9zw1GD2JwfWAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# scatter-plot\n", "plt.scatter([0, 1, 2, 3, 4, 5], [0, 1, 4, 9, 16, 25])\n", "\n", "plt.show() # show the first plot and begin drawing next one" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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nnCvi/I7AOeeKOL8jcM65Is4TgXPOFXGeCJxzrojzROCc\nc0WcJwLnnCvi/h+9ZIddrte+FgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# draw a scatter plot with custom markers and colors\n", "plt.scatter([1, 1, 2, 3, 4, 4.5], [3, 2, 2, 5, 15, 24],\n", " c=[\"red\", \"blue\", \"orange\", \"green\", \"cyan\", \"gray\"], marker=\"x\")\n", "\n", "# without .show(), several plots will be drawn on top of one another\n", "plt.plot([0, 1, 2, 3, 4, 5], [0, 1, 4, 9, 16, 25], c=\"black\")\n", "\n", "# adding more sugar\n", "plt.title(\"Conspiracy theory proven!!!\")\n", "plt.xlabel(\"Per capita alcohol consumption\")\n", "plt.ylabel(\"# Layers in state of the art image classifier\")\n", "\n", "# fun with correlations: http://bit.ly/1FcNnWF" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(array([ 4., 7., 5., 3., 3.]),\n", " array([ 0., 2., 4., 6., 8., 10.]),\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# histogram - showing data density\n", "plt.hist([0, 1, 1, 1, 2, 2, 3, 3, 3, 3, 3, 4, 4, 5, 5, 5, 6, 7, 7, 8, 9, 10])\n", "plt.show()\n", "\n", "plt.hist([0, 1, 1, 1, 2, 2, 3, 3, 3, 3, 3, 4,\n", " 4, 5, 5, 5, 6, 7, 7, 8, 9, 10], bins=5)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# plot a histogram of age and a histogram of ticket fares on separate plots\n", "\n", "\n", "\n", "# bonus: use tab shift-tab to see if there is a way to draw a 2D histogram of age vs fare." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# make a scatter plot of passenger age vs ticket fare\n", "\n", "\n", "\n", "# kudos if you add separate colors for men and women" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Extended [tutorial](https://matplotlib.org/2.0.2/users/pyplot_tutorial.html)\n", "* A [cheat sheet](http://bit.ly/2koHxNF)\n", "* Other libraries for more sophisticated stuff: [Plotly](https://plot.ly/python/) and [Bokeh](https://bokeh.pydata.org/en/latest/)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part V (final): machine learning with scikit-learn\n", "\n", "\n", "\n", "Scikit-learn is _the_ tool for simple machine learning pipelines. \n", "\n", "It's a single library that unites a whole bunch of models under the common interface:\n", "* Create: `model = sklearn.whatever.ModelNameHere(parameters_if_any)`\n", "* Train: `model.fit(X, y)`\n", "* Predict: `model.predict(X_test)`\n", "\n", "It also contains utilities for feature extraction, quality estimation or cross-validation." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Test accuracy: 0.66\n" ] } ], "source": [ "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.metrics import accuracy_score\n", "\n", "features = data[[\"Fare\", \"SibSp\"]].copy()\n", "answers = data[\"Survived\"]\n", "\n", "model = RandomForestClassifier(n_estimators=100)\n", "model.fit(features[:-100], answers[:-100])\n", "\n", "test_predictions = model.predict(features[-100:])\n", "print(\"Test accuracy:\", accuracy_score(answers[-100:], test_predictions))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Final quest: add more features to achieve accuracy of at least 0.80\n", "\n", "__Hint:__ for string features like \"Sex\" or \"Embarked\" you will have to compute some kind of numeric representation.\n", "For example, 1 if male and 0 if female or vice versa \n", "\n", "__Hint II:__ you can use `model.feature_importances_` to get a hint on how much did it rely each of your features." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here are more resources for sklearn:\n", "\n", "* [Tutorials](http://scikit-learn.org/stable/tutorial/index.html)\n", "* [Examples](http://scikit-learn.org/stable/auto_examples/index.html)\n", "* [Cheat sheet](http://scikit-learn.org/stable/_static/ml_map.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "\n", "Okay, here's what we've learned: to survive a shipwreck you need to become an underaged girl with parents on the ship. Be sure to use this helpful advice next time you find yourself in a shipwreck." ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week01_intro/primer_python_for_ml/train.csv ================================================ PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked 1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S 2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C 3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S 4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S 5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S 6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q 7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S 8,0,3,"Palsson, Master. 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Augusta",female,30,0,0,113798,31,,C 844,0,3,"Lemberopolous, Mr. Peter L",male,34.5,0,0,2683,6.4375,,C 845,0,3,"Culumovic, Mr. Jeso",male,17,0,0,315090,8.6625,,S 846,0,3,"Abbing, Mr. Anthony",male,42,0,0,C.A. 5547,7.55,,S 847,0,3,"Sage, Mr. Douglas Bullen",male,,8,2,CA. 2343,69.55,,S 848,0,3,"Markoff, Mr. Marin",male,35,0,0,349213,7.8958,,C 849,0,2,"Harper, Rev. John",male,28,0,1,248727,33,,S 850,1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,,1,0,17453,89.1042,C92,C 851,0,3,"Andersson, Master. Sigvard Harald Elias",male,4,4,2,347082,31.275,,S 852,0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.775,,S 853,0,3,"Boulos, Miss. Nourelain",female,9,1,1,2678,15.2458,,C 854,1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4,D28,S 855,0,2,"Carter, Mrs. Ernest Courtenay (Lilian Hughes)",female,44,1,0,244252,26,,S 856,1,3,"Aks, Mrs. Sam (Leah Rosen)",female,18,0,1,392091,9.35,,S 857,1,1,"Wick, Mrs. George Dennick (Mary Hitchcock)",female,45,1,1,36928,164.8667,,S 858,1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.55,E17,S 859,1,3,"Baclini, Mrs. Solomon (Latifa Qurban)",female,24,0,3,2666,19.2583,,C 860,0,3,"Razi, Mr. Raihed",male,,0,0,2629,7.2292,,C 861,0,3,"Hansen, Mr. Claus Peter",male,41,2,0,350026,14.1083,,S 862,0,2,"Giles, Mr. Frederick Edward",male,21,1,0,28134,11.5,,S 863,1,1,"Swift, Mrs. Frederick Joel (Margaret Welles Barron)",female,48,0,0,17466,25.9292,D17,S 864,0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,,8,2,CA. 2343,69.55,,S 865,0,2,"Gill, Mr. John William",male,24,0,0,233866,13,,S 866,1,2,"Bystrom, Mrs. (Karolina)",female,42,0,0,236852,13,,S 867,1,2,"Duran y More, Miss. Asuncion",female,27,1,0,SC/PARIS 2149,13.8583,,C 868,0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958,A24,S 869,0,3,"van Melkebeke, Mr. Philemon",male,,0,0,345777,9.5,,S 870,1,3,"Johnson, Master. Harold Theodor",male,4,1,1,347742,11.1333,,S 871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S 872,1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542,D35,S 873,0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5,B51 B53 B55,S 874,0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9,,S 875,1,2,"Abelson, Mrs. Samuel (Hannah Wizosky)",female,28,1,0,P/PP 3381,24,,C 876,1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.225,,C 877,0,3,"Gustafsson, Mr. Alfred Ossian",male,20,0,0,7534,9.8458,,S 878,0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958,,S 879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S 880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C 881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S 882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S 883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S 884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S 885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S 886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q 887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S 888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S 889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S 890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C 891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q ================================================ FILE: week01_intro/project_starter_evolution_strategies.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Project :: Evolution Strategies\n", "\n", "![img](https://t4.ftcdn.net/jpg/00/17/46/81/240_F_17468143_wY3hsHyfNYoMdG9BlC56HI4JA7pNu63h.jpg)\n", "\n", "Remember the idea behind Evolution Strategies? Here's a neat [blog post](https://openai.com/research/evolution-strategies) about 'em.\n", "\n", "Can you reproduce their success? You will have to implement evolutionary strategies and see how they work.\n", "\n", "This project is optional; has several milestones each worth a number of points [and swag].\n", "\n", "__Milestones:__\n", "* [10pts] Basic prototype of evolutionary strategies that works in one thread on CartPole\n", "* [+5pts] Modify the code to make them work in parallel\n", "* [+5pts] if you can run ES distributedly on at least two PCs\n", "* [+10pts] Apply ES to play Atari Pong at least better than random\n", "* [++] Additional points for all kinds of cool stuff besides milestones\n", "\n", "__Rules:__\n", "\n", "* This is __not a mandatory assignment__, but it's a way to learn some cool things if you're getting bored with default assignments.\n", "* Once you decided to take on this project, please tell any of course staff members so that we can help ypu if you get stuck.\n", "* There's a default implementation of ES in this [openai repo](https://github.com/openai/evolution-strategies-starter). It's okay to look there if you get stuck or want to compare your solutions, but each copy-pasted chunk of code should be understood thoroughly. We'll test that with questions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tips on implementation\n", "\n", "* It would be very convenient later if you implemented a function that takes policy weights, generates a session and returns policy changes -- so that you could then run a bunch of them in parallel.\n", "\n", "* The simplest way you can do multiprocessing is to use [joblib](https://www.google.com/search?client=ubuntu&channel=fs&q=joblib&ie=utf-8&oe=utf-8)\n", "\n", "* For joblib, make sure random variables are independent in each job. Simply add `np.random.seed()` at the beginning of your \"job\" function.\n", "\n", "Later once you got distributed, you may need a storage that gathers gradients from all workers. In such case we recommend [Redis](https://redis.io/) due to it's simplicity.\n", "\n", "Here's a speed-optimized saver/loader to store numpy arrays in Redis as strings.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import joblib\n", "from six import BytesIO\n", "\n", "\n", "def dumps(data):\n", " \"\"\"converts whatever to string\"\"\"\n", " s = BytesIO()\n", " joblib.dump(data, s)\n", " return s.getvalue()\n", "\n", "\n", "def loads(self, string):\n", " \"\"\"converts string to whatever was dumps'ed in it\"\"\"\n", " return joblib.load(BytesIO(string))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tips on Atari games\n", "* There's all the pre-processing and tuning done for you in the code below\n", " * Images rescaled to 42x42 to speed up computation\n", " * We use last 4 frames as observations to account for ball velocity\n", " * The code below requires ```pip install Image``` and ```pip install gym[atari]``` \n", " * You may also need some dependencies for gym[atari] - google \"gym install all\" dependencies or use our pre-built environment.\n", "* The recommended agent architecture is a convolutional neural network. Dense network will also do.\n", "\n", "\n", "May the force be with you!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from pong import make_pong\n", "import numpy as np\n", "\n", "env = make_pong()\n", "print(env.action_space)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# get the initial state\n", "s = env.reset()\n", "print(s.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "# plot first observation. Only one frame\n", "plt.imshow(s.swapaxes(1, 2).reshape(-1, s.shape[-1]).T)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# next frame\n", "new_s, r, done, _ = env.step(env.action_space.sample())\n", "plt.imshow(new_s.swapaxes(1, 2).reshape(-1, s.shape[-1]).T)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# after 10 frames\n", "for _ in range(10):\n", " new_s, r, done, _ = env.step(env.action_space.sample())\n", "\n", "plt.imshow(new_s.swapaxes(1, 2).reshape(-1, s.shape[-1]).T, vmin=0)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week01_intro/seminar-es-task.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Evolution Strategies\n", "\n", "![img](https://t4.ftcdn.net/jpg/00/17/46/81/240_F_17468143_wY3hsHyfNYoMdG9BlC56HI4JA7pNu63h.jpg)\n", "\n", "[The paper about the algorithm](https://arxiv.org/abs/1703.03864)\n", "\n", "Plan:\n", "* Study how to use OpenAI gym\n", "* Basic prototype of evolutionary strategies that works in one thread on CartPole\n", "* Modify the code to make them work in parallel\n", "* Use the algorithm to solve the LunarLander\n", "* Analyse the influence of hyperparameters" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import torch\n", "import torch.nn as nn\n", "import time\n", "from copy import deepcopy\n", "from joblib import Parallel, delayed\n", "from IPython.display import clear_output\n", "from IPython import display\n", " \n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# OpenAI gym environment" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Observation space: Box([-4.8000002e+00 -3.4028235e+38 -4.1887903e-01 -3.4028235e+38], [4.8000002e+00 3.4028235e+38 4.1887903e-01 3.4028235e+38], (4,), float32)\n", "Action space: Discrete(2)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import gym\n", "\n", "tmp_env = gym.make(\"CartPole-v0\")\n", "tmp_env.reset()\n", "\n", "plt.imshow(tmp_env.render('rgb_array'))\n", "print(\"Observation space:\", tmp_env.observation_space)\n", "print(\"Action space:\", tmp_env.action_space)\n", "state_size = tmp_env.observation_space.shape[0]\n", "n_actions = tmp_env.action_space.n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### How to interact with the environment" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initial observation: [-0.0441675 0.0355158 -0.03658269 -0.02903847]\n", "At each step it returns:\n", "new observation code: [-0.04345718 -0.15906295 -0.03716346 0.25188148]\n", "reward: 1.0\n", "is game over?: False\n" ] } ], "source": [ "print(\"Initial observation:\", tmp_env.reset())\n", "\n", "new_s, reward, done, _ = tmp_env.step(0)\n", "print(\"At each step it returns:\")\n", "\n", "print(\"new observation code:\", new_s)\n", "print(\"reward:\", reward)\n", "print(\"is game over?:\", done)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Display an episode" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def display_session(env, agent, t_max=500):\n", " total_reward = 0\n", " plt.figure(figsize=(4, 3))\n", " display.clear_output(wait=True)\n", "\n", " s = env.reset()\n", " \n", " for t in range(t_max):\n", " plt.gca().clear()\n", " \n", " a = agent.get_action(torch.tensor(s).float())\n", " new_s, r, done, info = env.step(a)\n", " s = new_s\n", " total_reward += r\n", " # Draw game image on display.\n", " plt.imshow(env.render('rgb_array'))\n", "\n", " display.display(plt.gcf())\n", " display.clear_output(wait=True)\n", " \n", " if done:\n", " break\n", " \n", " return total_reward" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random policy" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "class RandomPolicy:\n", " pass" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total reward: 16.0\n" ] }, { "data": { "image/png": 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DvJ1dvpZnLuBPgLeyTPuAf87mc/27KtrWY1x+tiLvn99djD77sAfY/9nvc965pnrxKyTNLCnvwwozq1AuBzNLcjmYWZLLwcySXA5mluRyMLMkl4OZJbkczCzp/wEFfB0PAfIN5wAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "total_reward = display_session(tmp_env, RandomPolicy(n_actions))\n", "print('Total reward: ', total_reward)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# The challenge of the day" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![Algorithm](https://i.ibb.co/zFm6BrB/Screenshot-from-2021-09-17-13-38-00.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Model evaluation" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def generate_session(env, agent, t_max=500):\n", " total_reward = 0\n", " s = env.reset()\n", " \n", " for t in range(t_max):\n", " a = agent.get_action(torch.tensor(s).float())\n", " new_s, r, done, info = env.step(a)\n", " total_reward += r\n", " s = new_s\n", " \n", " if done:\n", " break\n", " \n", " return total_reward\n", "\n", "\n", "def score(env, agent, n=10, t_max=500):\n", " pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Modification of the model using a noise " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def add_noise_to_model(model, noise, copy=False):\n", " pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Controller of the evolution\n", "\n", "#### Task 1: Implement the algorithm" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "class EvolutionManager:\n", " def __init__(self, get_env_function, lr=0.001, std=0.01, n_samples = 64, normalize=True):\n", " super().__init__()\n", " \n", " self.lr = lr\n", " self.std = std\n", " self.normalize = normalize\n", " self.n_samples = n_samples\n", " self.mean_reward_history = []\n", " \n", " self.env = get_env_function()\n", " \n", " def get_noised_model(self, model):\n", " pass\n", "\n", " def optimize(self, model, noises, rewards):\n", " pass\n", " \n", " def step(self, model):\n", " pass\n", " \n", " def update_log(self, rewards):\n", " mean_reward = np.mean(rewards)\n", " self.mean_reward_history.append(mean_reward)\n", "\n", " clear_output(True)\n", " print(\"last mean reward = %.3f\" % mean_reward)\n", " plt.figure(figsize=[8, 4])\n", " plt.subplot(1, 2, 1)\n", " plt.plot(self.mean_reward_history, label='Mean rewards')\n", " plt.legend()\n", " plt.grid()\n", "\n", " plt.subplot(1, 2, 2)\n", " plt.hist(rewards)\n", " plt.grid()\n", "\n", " plt.show()\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Task 2: Implement a neural network-based policy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Neural policy" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "class MLPPolicy(nn.Module):\n", " pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Environment 1: CartPole-v0" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "def get_env_function():\n", " env = gym.make('CartPole-v0').env\n", " return env\n", "tmp_env = get_env_function()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "n_states = tmp_env.observation_space.shape[0]\n", "n_actions = tmp_env.action_space.n\n", "model = <>" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "last mean reward = 493.230\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.485602855682373\n" ] } ], "source": [ "algorithm = <>\n", "\n", "for i in range(15):\n", " t = time.time()\n", " algorithm.step(model)\n", " print(time.time() - t)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "500.0" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_session(tmp_env, model, t_max=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Task 3: Implement and compare the parallelized version of the algorithm" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "model = <>" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "last mean reward = 353.210\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "26.267060041427612\n" ] } ], "source": [ "algorithm = <>\n", "\n", "for i in range(15):\n", " t = time.time()\n", " algorithm.step(model)\n", " print(time.time() - t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Environment 2: LunarLanderContinuous-v2" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "last mean reward = 155.350\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def get_env_function():\n", " env = gym.make('LunarLanderContinuous-v2').env\n", " return env\n", "tmp_env = get_env_function()\n", "n_states = tmp_env.observation_space.shape[0]\n", "n_actions = tmp_env.action_space.shape[0]\n", "model = <>\n", "algorithm = <>\n", "for i in range(1000):\n", " algorithm.step(model)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "297.1928817226966" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_session(tmp_env, model, t_max=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Task 3: Hyperparameter's analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we are going to do some experimental analysis of the algorithm.\n", "\n", "Plan:\n", "- to learn something about the *std* parameter\n", "- to learn something about the *learning rate* parameter\n", "- to learn something about the *n_samples* parameter" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week01_intro/seminar_gymnasium_interface.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### OpenAI Gym --> Farama Gymnasium\n", "\n", "We're gonna spend several next weeks learning algorithms that solve decision processes. We are then in need of some interesting decision problems to test our algorithms.\n", "\n", "That's where Gymnasium comes into play. It's a Python library that wraps many classical decision problems including robot control, videogames and board games.\n", "\n", "The library Gym by OpenAi has been replaced by Gymnsasium while saving all functionality comparable with the latest version of Gym.\n", "\n", "Announce: https://farama.org/Announcing-The-Farama-Foundation\n", "\n", "Github: https://github.com/Farama-Foundation/Gymnasium\n", "\n", "Documentation: https://gymnasium.farama.org/\n", "\n", "So here's how it works:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"MountainCar-v0\", render_mode=\"rgb_array\")\n", "env.reset()\n", "\n", "plt.imshow(env.render())\n", "print(\"Observation space:\", env.observation_space)\n", "print(\"Action space:\", env.action_space)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: if you're running this on your local machine, you'll see a window pop up with the image above. Don't close it, just alt-tab away." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gymnasium interface\n", "\n", "The three main methods of an environment are\n", "* `reset()`: reset environment to the initial state, return first observation and dict with auxiliary info\n", "* `render()`: show current environment state (a more colorful version :) )\n", "* `step(a)`: commit action `a` and return `(new_observation, reward, terminated, truncated, info)`\n", " * `new_observation`: an observation right after committing the action `a`\n", " * `reward`: a number representing your reward for committing action `a`\n", " * `terminated`: True if the MDP has just finished, False if still in progress\n", " * `truncated`: True if the number of steps elapsed >= max episode steps\n", " * `info`: some auxiliary stuff about what just happened. For now, ignore it.\n", "\n", "A detailed explanation of the difference between `terminated` and `truncated` and how it should be used:\n", "1. https://gymnasium.farama.org/tutorials/gymnasium_basics/handling_time_limits/\n", "2. https://gymnasium.farama.org/content/migration-guide/" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Set seed to reproduce initial state in stochastic environment\n", "obs0, info = env.reset(seed=0)\n", "print(\"initial observation code:\", obs0)\n", "\n", "obs0, info = env.reset(seed=1)\n", "print(\"initial observation code:\", obs0)\n", "\n", "# Note: in MountainCar, observation is just two numbers: car position and velocity\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"taking action 2 (right)\")\n", "new_obs, reward, terminated, truncated, _ = env.step(2)\n", "\n", "print(\"new observation code:\", new_obs)\n", "print(\"reward:\", reward)\n", "print(\"is game over?:\", terminated)\n", "print(\"is game truncated due to time limit?:\", truncated)\n", "\n", "# Note: as you can see, the car has moved to the right slightly (around 0.0005)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Play with it\n", "\n", "Below is the code that drives the car to the right. However, if you simply use the default policy, the car will not reach the flag at the far right due to gravity.\n", "\n", "__Your task__ is to fix it. Find a strategy that reaches the flag. \n", "\n", "You are not required to build any sophisticated algorithms for now, and you definitely don't need to know any reinforcement learning for this. Feel free to hard-code :)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython import display\n", "\n", "# Create env manually to set time limit. Please don't change this.\n", "TIME_LIMIT = 250\n", "env = gym.wrappers.TimeLimit(\n", " gym.make(\"MountainCar-v0\", render_mode=\"rgb_array\"),\n", " max_episode_steps=TIME_LIMIT + 1,\n", ")\n", "actions = {\"left\": 0, \"stop\": 1, \"right\": 2}\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def policy(obs, t):\n", " # Write the code for your policy here. You can use the observation\n", " # (a tuple of position and velocity), the current time step, or both,\n", " # if you want.\n", " position, velocity = obs\n", "\n", " # This is an example policy. You can try running it, but it will not work.\n", " # Your goal is to fix that. You don't need anything sophisticated here,\n", " # and you can hard-code any policy that seems to work.\n", " # Hint: think how you would make a swing go farther and faster.\n", " return actions[\"right\"]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plt.figure(figsize=(4, 3))\n", "display.clear_output(wait=True)\n", "\n", "obs, _ = env.reset()\n", "for t in range(TIME_LIMIT):\n", " plt.gca().clear()\n", "\n", " action = policy(obs, t) # Call your policy\n", " obs, reward, terminated, truncated, _ = env.step(\n", " action\n", " ) # Pass the action chosen by the policy to the environment\n", "\n", " # We don't do anything with reward here because MountainCar is a very simple environment,\n", " # and reward is a constant -1. Therefore, your goal is to end the episode as quickly as possible.\n", "\n", " # Draw game image on display.\n", " plt.imshow(env.render())\n", "\n", " display.display(plt.gcf())\n", " display.clear_output(wait=True)\n", "\n", " if terminated or truncated:\n", " print(\"Well done!\")\n", " break\n", "else:\n", " print(\"Time limit exceeded. Try again.\")\n", "\n", "display.clear_output(wait=True)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert obs[0] > 0.47\n", "print(\"You solved it!\")\n" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week02_value_based/README.md ================================================ ## Materials * [__Lecture slides__](https://docs.google.com/presentation/d/1dyTsV4MfLb006VHMQvrMTEvSMjsN4B4ymoiWl-HrqVs) * Our videos: [lecture](https://yadi.sk/i/qsYgN53mviDpQw) [seminar](https://yadi.sk/i/umiVNsMWngtodg) (russian) * __[main]__ lecture by David Silver - [url](https://www.youtube.com/watch?v=Nd1-UUMVfz4) * Alternative lecture by Pieter Abbeel (english): [part 1](https://www.youtube.com/watch?v=i0o-ui1N35U), [part 2](https://www.youtube.com/watch?v=Csiiv6WGzKM) * Alternative lecture by John Schulmann (english): [video](https://www.youtube.com/watch?v=IL3gVyJMmhg) * Definitive guide in policy/value iteration from Sutton: start from page 81 [here](http://incompleteideas.net/book/the-book-2nd.html). ## Homework description: The main assignment is `seminar_vi.ipynb`[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week02_value_based/seminar_vi.ipynb) notebook in this week's folder. It has no requirements besides the most basic data science libraries (e.g. numpy) so you should be able to run it locally. __Note:__ if you have any difficulty using graphviz, just set `has_graphviz=False`. ================================================ FILE: week02_value_based/mdp.py ================================================ # most of this code was politely stolen from https://github.com/berkeleydeeprlcourse/homework/ # all credit goes to https://github.com/abhishekunique # (if I got the author right) import numpy as np from gym.utils import seeding try: from graphviz import Digraph import graphviz has_graphviz = True except ImportError: has_graphviz = False class MDP: def __init__(self, transition_probs, rewards, initial_state=None, seed=None): """ Defines an MDP. Compatible with gym Env. :param transition_probs: transition_probs[s][a][s_next] = P(s_next | s, a) A dict[state -> dict] of dicts[action -> dict] of dicts[next_state -> prob] For each state and action, probabilities of next states should sum to 1 If a state has no actions available, it is considered terminal :param rewards: rewards[s][a][s_next] = r(s,a,s') A dict[state -> dict] of dicts[action -> dict] of dicts[next_state -> reward] The reward for anything not mentioned here is zero. :param get_initial_state: a state where agent starts or a callable() -> state By default, picks initial state at random. States and actions can be anything you can use as dict keys, but we recommend that you use strings or integers Here's an example from MDP depicted on http://bit.ly/2jrNHNr transition_probs = { 's0': { 'a0': {'s0': 0.5, 's2': 0.5}, 'a1': {'s2': 1} }, 's1': { 'a0': {'s0': 0.7, 's1': 0.1, 's2': 0.2}, 'a1': {'s1': 0.95, 's2': 0.05} }, 's2': { 'a0': {'s0': 0.4, 's2': 0.6}, 'a1': {'s0': 0.3, 's1': 0.3, 's2': 0.4} } } rewards = { 's1': {'a0': {'s0': +5}}, 's2': {'a1': {'s0': -1}} } """ self._check_param_consistency(transition_probs, rewards) self._transition_probs = transition_probs self._rewards = rewards self._initial_state = initial_state self.n_states = len(transition_probs) self.reset() self.np_random, _ = seeding.np_random(seed) def get_all_states(self): """ return a tuple of all possiblestates """ return tuple(self._transition_probs.keys()) def get_possible_actions(self, state): """ return a tuple of possible actions in a given state """ return tuple(self._transition_probs.get(state, {}).keys()) def is_terminal(self, state): """ return True if state is terminal or False if it isn't """ return len(self.get_possible_actions(state)) == 0 def get_next_states(self, state, action): """ return a dictionary of {next_state1 : P(next_state1 | state, action), next_state2: ...} """ assert action in self.get_possible_actions(state), "cannot do action %s from state %s" % (action, state) return self._transition_probs[state][action] def get_transition_prob(self, state, action, next_state): """ return P(next_state | state, action) """ return self.get_next_states(state, action).get(next_state, 0.0) def get_reward(self, state, action, next_state): """ return the reward you get for taking action in state and landing on next_state""" assert action in self.get_possible_actions(state), "cannot do action %s from state %s" % (action, state) return self._rewards.get(state, {}).get(action, {}).get(next_state, 0.0) def reset(self): """ reset the game, return the initial state""" if self._initial_state is None: self._current_state = self.np_random.choice( tuple(self._transition_probs.keys())) elif self._initial_state in self._transition_probs: self._current_state = self._initial_state elif callable(self._initial_state): self._current_state = self._initial_state() else: raise ValueError( "initial state %s should be either a state or a function() -> state" % self._initial_state) return self._current_state def step(self, action): """ take action, return next_state, reward, is_done, empty_info """ possible_states, probs = zip(*self.get_next_states(self._current_state, action).items()) next_state = possible_states[self.np_random.choice(np.arange(len(possible_states)), p=probs)] reward = self.get_reward(self._current_state, action, next_state) is_done = self.is_terminal(next_state) self._current_state = next_state return next_state, reward, is_done, {} def render(self): print("Currently at %s" % self._current_state) def _check_param_consistency(self, transition_probs, rewards): for state in transition_probs: assert isinstance(transition_probs[state], dict), \ "transition_probs for %s should be a dictionary but is instead %s" % ( state, type(transition_probs[state])) for action in transition_probs[state]: assert isinstance(transition_probs[state][action], dict), \ "transition_probs for %s, %s should be a a dictionary but is instead %s" % ( state, action, type(transition_probs[state][action])) next_state_probs = transition_probs[state][action] assert len(next_state_probs) != 0, "from state %s action %s leads to no next states" % (state, action) sum_probs = sum(next_state_probs.values()) assert abs(sum_probs - 1) <= 1e-10, \ "next state probabilities for state %s action %s add up to %f (should be 1)" % ( state, action, sum_probs) for state in rewards: assert isinstance(rewards[state], dict), \ "rewards for %s should be a dictionary but is instead %s" % ( state, type(rewards[state])) for action in rewards[state]: assert isinstance(rewards[state][action], dict), \ "rewards for %s, %s should be a a dictionary but is instead %s" % ( state, action, type(rewards[state][action])) msg = "The Enrichment Center once again reminds you that Android Hell is a real place where" \ " you will be sent at the first sign of defiance." assert None not in transition_probs, "please do not use None as a state identifier. " + msg assert None not in rewards, "please do not use None as an action identifier. " + msg class FrozenLakeEnv(MDP): """ Winter is here. You and your friends were tossing around a frisbee at the park when you made a wild throw that left the frisbee out in the middle of the lake. The water is mostly frozen, but there are a few holes where the ice has melted. If you step into one of those holes, you'll fall into the freezing water. At this time, there's an international frisbee shortage, so it's absolutely imperative that you navigate across the lake and retrieve the disc. However, the ice is slippery, so you won't always move in the direction you intend. The surface is described using a grid like the following SFFF FHFH FFFH HFFG S : starting point, safe F : frozen surface, safe H : hole, fall to your doom G : goal, where the frisbee is located The episode ends when you reach the goal or fall in a hole. You receive a reward of 1 if you reach the goal, and zero otherwise. """ MAPS = { "4x4": [ "SFFF", "FHFH", "FFFH", "HFFG" ], "8x8": [ "SFFFFFFF", "FFFFFFFF", "FFFHFFFF", "FFFFFHFF", "FFFHFFFF", "FHHFFFHF", "FHFFHFHF", "FFFHFFFG" ], } def __init__(self, desc=None, map_name="4x4", slip_chance=0.2, seed=None): if desc is None and map_name is None: raise ValueError('Must provide either desc or map_name') elif desc is None: desc = self.MAPS[map_name] assert ''.join(desc).count( 'S') == 1, "this implementation supports having exactly one initial state" assert all(c in "SFHG" for c in ''.join(desc)), "all cells must be either of S, F, H or G" self.desc = desc = np.asarray(list(map(list, desc)), dtype='str') self.lastaction = None nrow, ncol = desc.shape states = [(i, j) for i in range(nrow) for j in range(ncol)] actions = ["left", "down", "right", "up"] initial_state = states[np.array(desc == b'S').ravel().argmax()] def move(row, col, movement): if movement == 'left': col = max(col - 1, 0) elif movement == 'down': row = min(row + 1, nrow - 1) elif movement == 'right': col = min(col + 1, ncol - 1) elif movement == 'up': row = max(row - 1, 0) else: raise ("invalid action") return (row, col) transition_probs = {s: {} for s in states} rewards = {s: {} for s in states} for (row, col) in states: if desc[row, col] in "GH": continue for action_i in range(len(actions)): action = actions[action_i] transition_probs[(row, col)][action] = {} rewards[(row, col)][action] = {} for movement_i in [(action_i - 1) % len(actions), action_i, (action_i + 1) % len(actions)]: movement = actions[movement_i] newrow, newcol = move(row, col, movement) prob = (1. - slip_chance) if movement == action else ( slip_chance / 2.) if prob == 0: continue if (newrow, newcol) not in transition_probs[row, col][ action]: transition_probs[row, col][action][ newrow, newcol] = prob else: transition_probs[row, col][action][ newrow, newcol] += prob if desc[newrow, newcol] == 'G': rewards[row, col][action][newrow, newcol] = 1.0 MDP.__init__(self, transition_probs, rewards, initial_state, seed) def render(self): desc_copy = np.copy(self.desc) desc_copy[self._current_state] = '*' print('\n'.join(map(''.join, desc_copy)), end='\n\n') def plot_graph(mdp, s_node_size='1,5', a_node_size='0,5', rankdir='LR', ): """ Function for pretty drawing MDP graph with graphviz library. Requirements: graphviz : https://www.graphviz.org/ for ubuntu users: sudo apt-get install graphviz python library for graphviz for pip users: pip install graphviz :param mdp: :param s_node_size: size of state nodes :param a_node_size: size of action nodes :param rankdir: order for drawing :return: dot object """ s_node_attrs = {'shape': 'doublecircle', 'color': '#85ff75', 'style': 'filled', 'width': str(s_node_size), 'height': str(s_node_size), 'fontname': 'Arial', 'fontsize': '24'} a_node_attrs = {'shape': 'circle', 'color': 'lightpink', 'style': 'filled', 'width': str(a_node_size), 'height': str(a_node_size), 'fontname': 'Arial', 'fontsize': '20'} s_a_edge_attrs = {'style': 'bold', 'color': 'red', 'ratio': 'auto'} a_s_edge_attrs = {'style': 'dashed', 'color': 'blue', 'ratio': 'auto', 'fontname': 'Arial', 'fontsize': '16'} graph = Digraph(name='MDP') graph.attr(rankdir=rankdir) for state_node in mdp._transition_probs: graph.node(state_node, **s_node_attrs) for posible_action in mdp.get_possible_actions(state_node): action_node = state_node + "-" + posible_action graph.node(action_node, label=str(posible_action), **a_node_attrs) graph.edge(state_node, state_node + "-" + posible_action, **s_a_edge_attrs) for posible_next_state in mdp.get_next_states(state_node, posible_action): probability = mdp.get_transition_prob( state_node, posible_action, posible_next_state) reward = mdp.get_reward( state_node, posible_action, posible_next_state) if reward != 0: label_a_s_edge = 'p = ' + str(probability) + \ ' ' + 'reward =' + str(reward) else: label_a_s_edge = 'p = ' + str(probability) graph.edge(action_node, posible_next_state, label=label_a_s_edge, **a_s_edge_attrs) return graph def plot_graph_with_state_values(mdp, state_values): """ Plot graph with state values""" graph = plot_graph(mdp) for state_node in mdp._transition_probs: value = state_values[state_node] graph.node(state_node, label=str(state_node) + '\n' + 'V =' + str(value)[:4]) return graph def get_optimal_action_for_plot(mdp, state_values, state, get_action_value, gamma=0.9): """ Finds optimal action using formula above. """ if mdp.is_terminal(state): return None next_actions = mdp.get_possible_actions(state) q_values = [get_action_value(mdp, state_values, state, action, gamma) for action in next_actions] optimal_action = next_actions[np.argmax(q_values)] return optimal_action def plot_graph_optimal_strategy_and_state_values(mdp, state_values, get_action_value, gamma=0.9): """ Plot graph with state values and """ graph = plot_graph(mdp) opt_s_a_edge_attrs = {'style': 'bold', 'color': 'green', 'ratio': 'auto', 'penwidth': '6'} for state_node in mdp._transition_probs: value = state_values[state_node] graph.node(state_node, label=str(state_node) + '\n' + 'V =' + str(value)[:4]) for action in mdp.get_possible_actions(state_node): if action == get_optimal_action_for_plot(mdp, state_values, state_node, get_action_value, gamma): graph.edge(state_node, state_node + "-" + action, **opt_s_a_edge_attrs) return graph ================================================ FILE: week02_value_based/seminar_vi.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Markov decision process\n", "\n", "This week's methods are all built to solve __M__arkov __D__ecision __P__rocesses. In the broadest sense, an MDP is defined by how it changes states and how rewards are computed.\n", "\n", "State transition is defined by $P(s' |s,a)$ - how likely are you to end at state $s'$ if you take action $a$ from state $s$. Now there's more than one way to define rewards, but we'll use $r(s,a,s')$ function for convenience.\n", "\n", "_This notebook is inspired by the awesome_ [CS294](https://github.com/berkeleydeeprlcourse/homework/blob/36a0b58261acde756abd55306fbe63df226bf62b/hw2/HW2.ipynb) _by Berkeley_" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For starters, let's define a simple MDP from this picture:\n", "\n", "\"Diagram" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week02_value_based/mdp.py\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "transition_probs = {\n", " 's0': {\n", " 'a0': {'s0': 0.5, 's2': 0.5},\n", " 'a1': {'s2': 1}\n", " },\n", " 's1': {\n", " 'a0': {'s0': 0.7, 's1': 0.1, 's2': 0.2},\n", " 'a1': {'s1': 0.95, 's2': 0.05}\n", " },\n", " 's2': {\n", " 'a0': {'s0': 0.4, 's2': 0.6},\n", " 'a1': {'s0': 0.3, 's1': 0.3, 's2': 0.4}\n", " }\n", "}\n", "rewards = {\n", " 's1': {'a0': {'s0': +5}},\n", " 's2': {'a1': {'s0': -1}}\n", "}\n", "\n", "from mdp import MDP\n", "mdp = MDP(transition_probs, rewards, initial_state='s0')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now use MDP just as any other gym environment:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "initial state = s0\n", "next_state = s2, reward = 0.0, done = False\n" ] } ], "source": [ "print('initial state =', mdp.reset())\n", "next_state, reward, done, info = mdp.step('a1')\n", "print('next_state = %s, reward = %s, done = %s' % (next_state, reward, done))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "but it also has other methods that you'll need for Value Iteration" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mdp.get_all_states = ('s0', 's1', 's2')\n", "mdp.get_possible_actions('s1') = ('a0', 'a1')\n", "mdp.get_next_states('s1', 'a0') = {'s0': 0.7, 's1': 0.1, 's2': 0.2}\n", "mdp.get_reward('s1', 'a0', 's0') = 5\n", "mdp.get_transition_prob('s1', 'a0', 's0') = 0.7\n" ] } ], "source": [ "print(\"mdp.get_all_states =\", mdp.get_all_states())\n", "print(\"mdp.get_possible_actions('s1') = \", mdp.get_possible_actions('s1'))\n", "print(\"mdp.get_next_states('s1', 'a0') = \", mdp.get_next_states('s1', 'a0'))\n", "print(\"mdp.get_reward('s1', 'a0', 's0') = \", mdp.get_reward('s1', 'a0', 's0'))\n", "print(\"mdp.get_transition_prob('s1', 'a0', 's0') = \", mdp.get_transition_prob('s1', 'a0', 's0'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Optional: Visualizing MDPs\n", "\n", "You can also visualize any MDP with the drawing fuction donated by [neer201](https://github.com/neer201).\n", "\n", "You have to install graphviz for system and for python. \n", "\n", "1. * For ubuntu just run: `sudo apt-get install graphviz` \n", " * For OSX: `brew install graphviz`\n", "2. `pip install graphviz`\n", "3. restart the notebook\n", "\n", "__Note:__ Installing graphviz on some OS (esp. Windows) may be tricky. However, you can ignore this part alltogether and use the standart vizualization." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Graphviz available: True\n" ] } ], "source": [ "from mdp import has_graphviz\n", "from IPython.display import display\n", "print(\"Graphviz available:\", has_graphviz)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "MDP\n", "\n", "\n", "s0\n", "\n", "\n", "s0\n", "\n", "\n", "s0-a0\n", "\n", "a0\n", "\n", "\n", "s0->s0-a0\n", "\n", "\n", "\n", "\n", "s0-a1\n", "\n", "a1\n", "\n", "\n", "s0->s0-a1\n", "\n", "\n", "\n", "\n", "s0-a0->s0\n", "\n", "\n", "p = 0.5\n", "\n", "\n", "s2\n", "\n", "\n", "s2\n", "\n", "\n", "s0-a0->s2\n", "\n", "\n", "p = 0.5\n", "\n", "\n", "s2-a0\n", "\n", "a0\n", "\n", "\n", "s2->s2-a0\n", "\n", "\n", "\n", "\n", "s2-a1\n", "\n", "a1\n", "\n", "\n", "s2->s2-a1\n", "\n", "\n", "\n", "\n", "s0-a1->s2\n", "\n", "\n", "p = 1\n", "\n", "\n", "s1\n", "\n", "\n", "s1\n", "\n", "\n", "s1-a0\n", "\n", "a0\n", "\n", "\n", "s1->s1-a0\n", "\n", "\n", "\n", "\n", "s1-a1\n", "\n", "a1\n", "\n", "\n", "s1->s1-a1\n", "\n", "\n", "\n", "\n", "s1-a0->s0\n", "\n", "\n", "p = 0.7  reward =5\n", "\n", "\n", "s1-a0->s2\n", "\n", "\n", "p = 0.2\n", "\n", "\n", "s1-a0->s1\n", "\n", "\n", "p = 0.1\n", "\n", "\n", "s1-a1->s2\n", "\n", "\n", "p = 0.05\n", "\n", "\n", "s1-a1->s1\n", "\n", "\n", "p = 0.95\n", "\n", "\n", "s2-a0->s0\n", "\n", "\n", "p = 0.4\n", "\n", "\n", "s2-a0->s1\n", "\n", "\n", "p = 0.6\n", "\n", "\n", "s2-a1->s0\n", "\n", "\n", "p = 0.3  reward =-1\n", "\n", "\n", "s2-a1->s2\n", "\n", "\n", "p = 0.4\n", "\n", "\n", "s2-a1->s1\n", "\n", "\n", "p = 0.3\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if has_graphviz:\n", " from mdp import plot_graph, plot_graph_with_state_values, plot_graph_optimal_strategy_and_state_values\n", " display(plot_graph(mdp))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Value Iteration\n", "\n", "Now let's build something to solve this MDP. The simplest algorithm so far is __V__alue __I__teration\n", "\n", "Here's the pseudo-code for VI:\n", "\n", "---\n", "\n", "`1.` Initialize $V^{(0)}(s)=0$, for all $s$\n", "\n", "`2.` For $i=0, 1, 2, \\dots$\n", " \n", "`3.` $ \\quad V_{(i+1)}(s) = \\max_a \\sum_{s'} P(s' | s,a) \\cdot [ r(s,a,s') + \\gamma V_{i}(s')]$, for all $s$\n", "\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's write a function to compute the state-action value function $Q^{\\pi}$, defined as follows\n", "\n", "$$Q_i(s, a) = \\sum_{s'} P(s' | s,a) \\cdot [ r(s,a,s') + \\gamma V_{i}(s')]$$\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_action_value(mdp, state_values, state, action, gamma):\n", " \"\"\" Computes Q(s,a) as in formula above \"\"\"\n", "\n", " \n", "\n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "test_Vs = {s: i for i, s in enumerate(sorted(mdp.get_all_states()))}\n", "assert np.isclose(get_action_value(mdp, test_Vs, 's2', 'a1', 0.9), 0.69)\n", "assert np.isclose(get_action_value(mdp, test_Vs, 's1', 'a0', 0.9), 3.95)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using $Q(s,a)$ we can now define the \"next\" V(s) for value iteration.\n", " $$V_{(i+1)}(s) = \\max_a \\sum_{s'} P(s' | s,a) \\cdot [ r(s,a,s') + \\gamma V_{i}(s')] = \\max_a Q_i(s,a)$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_new_state_value(mdp, state_values, state, gamma):\n", " \"\"\" Computes next V(s) as in formula above. Please do not change state_values in process. \"\"\"\n", " if mdp.is_terminal(state):\n", " return 0\n", "\n", " \n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_Vs_copy = dict(test_Vs)\n", "assert np.isclose(get_new_state_value(mdp, test_Vs, 's0', 0.9), 1.8)\n", "assert np.isclose(get_new_state_value(mdp, test_Vs, 's2', 0.9), 1.08)\n", "assert np.isclose(get_new_state_value(mdp, {'s0': -1e10, 's1': 0, 's2': -2e10}, 's0', 0.9), -13500000000.0), \\\n", " \"Please ensure that you handle negative Q-values of arbitrary magnitude correctly\"\n", "assert test_Vs == test_Vs_copy, \"Please do not change state_values in get_new_state_value\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's combine everything we wrote into a working value iteration algo." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# parameters\n", "gamma = 0.9 # discount for MDP\n", "num_iter = 100 # maximum iterations, excluding initialization\n", "# stop VI if new values are this close to old values (or closer)\n", "min_difference = 0.001\n", "\n", "# initialize V(s)\n", "state_values = {s: 0 for s in mdp.get_all_states()}\n", "\n", "if has_graphviz:\n", " display(plot_graph_with_state_values(mdp, state_values))\n", "\n", "for i in range(num_iter):\n", "\n", " # Compute new state values using the functions you defined above.\n", " # It must be a dict {state : float V_new(state)}\n", " new_state_values = \n", "\n", " assert isinstance(new_state_values, dict)\n", "\n", " # Compute difference\n", " diff = max(abs(new_state_values[s] - state_values[s])\n", " for s in mdp.get_all_states())\n", " print(\"iter %4i | diff: %6.5f | \" % (i, diff), end=\"\")\n", " print(' '.join(\"V(%s) = %.3f\" % (s, v) for s, v in state_values.items()))\n", " state_values = new_state_values\n", "\n", " if diff < min_difference:\n", " print(\"Terminated\")\n", " break" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "if has_graphviz:\n", " display(plot_graph_with_state_values(mdp, state_values))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Final state values:\", state_values)\n", "\n", "assert abs(state_values['s0'] - 3.781) < 0.01\n", "assert abs(state_values['s1'] - 7.294) < 0.01\n", "assert abs(state_values['s2'] - 4.202) < 0.01" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's use those $V^{*}(s)$ to find optimal actions in each state\n", "\n", " $$\\pi^*(s) = argmax_a \\sum_{s'} P(s' | s,a) \\cdot [ r(s,a,s') + \\gamma V_{i}(s')] = argmax_a Q_i(s,a)$$\n", " \n", "The only difference vs V(s) is that here we take not max but argmax: find action such with maximum Q(s,a)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_optimal_action(mdp, state_values, state, gamma=0.9):\n", " \"\"\" Finds optimal action using formula above. \"\"\"\n", " if mdp.is_terminal(state):\n", " return None\n", "\n", " \n", "\n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert get_optimal_action(mdp, state_values, 's0', gamma) == 'a1'\n", "assert get_optimal_action(mdp, state_values, 's1', gamma) == 'a0'\n", "assert get_optimal_action(mdp, state_values, 's2', gamma) == 'a1'\n", "\n", "assert get_optimal_action(mdp, {'s0': -1e10, 's1': 0, 's2': -2e10}, 's0', 0.9) == 'a0', \\\n", " \"Please ensure that you handle negative Q-values of arbitrary magnitude correctly\"\n", "assert get_optimal_action(mdp, {'s0': -2e10, 's1': 0, 's2': -1e10}, 's0', 0.9) == 'a1', \\\n", " \"Please ensure that you handle negative Q-values of arbitrary magnitude correctly\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "if has_graphviz:\n", " display(plot_graph_optimal_strategy_and_state_values(mdp, state_values, get_action_value))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Measure agent's average reward\n", "\n", "s = mdp.reset()\n", "rewards = []\n", "for _ in range(10000):\n", " s, r, done, _ = mdp.step(get_optimal_action(mdp, state_values, s, gamma))\n", " rewards.append(r)\n", "\n", "print(\"average reward: \", np.mean(rewards))\n", "\n", "assert(0.40 < np.mean(rewards) < 0.55)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Frozen lake" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from mdp import FrozenLakeEnv\n", "mdp = FrozenLakeEnv(slip_chance=0)\n", "\n", "mdp.render()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def value_iteration(mdp, state_values=None, gamma=0.9, num_iter=1000, min_difference=1e-5):\n", " \"\"\" performs num_iter value iteration steps starting from state_values. Same as before but in a function \"\"\"\n", " state_values = state_values or {s: 0 for s in mdp.get_all_states()}\n", " for i in range(num_iter):\n", "\n", " # Compute new state values using the functions you defined above. It must be a dict {state : new_V(state)}\n", " new_state_values = \n", "\n", " assert isinstance(new_state_values, dict)\n", "\n", " # Compute difference\n", " diff = max(abs(new_state_values[s] - state_values[s])\n", " for s in mdp.get_all_states())\n", "\n", " print(\"iter %4i | diff: %6.5f | V(start): %.3f \" %\n", " (i, diff, new_state_values[mdp._initial_state]))\n", "\n", " state_values = new_state_values\n", " if diff < min_difference:\n", " break\n", "\n", " return state_values" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state_values = value_iteration(mdp)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s = mdp.reset()\n", "mdp.render()\n", "for t in range(100):\n", " a = get_optimal_action(mdp, state_values, s, gamma)\n", " print(a, end='\\n\\n')\n", " s, r, done, _ = mdp.step(a)\n", " mdp.render()\n", " if done:\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's visualize!\n", "\n", "It's usually interesting to see what your algorithm actually learned under the hood. To do so, we'll plot state value functions and optimal actions at each VI step." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "\n", "def draw_policy(mdp, state_values):\n", " plt.figure(figsize=(3, 3))\n", " h, w = mdp.desc.shape\n", " states = sorted(mdp.get_all_states())\n", " V = np.array([state_values[s] for s in states])\n", " Pi = {s: get_optimal_action(mdp, state_values, s, gamma) for s in states}\n", " plt.imshow(V.reshape(w, h), cmap='gray', interpolation='none', clim=(0, 1))\n", " ax = plt.gca()\n", " ax.set_xticks(np.arange(h)-.5)\n", " ax.set_yticks(np.arange(w)-.5)\n", " ax.set_xticklabels([])\n", " ax.set_yticklabels([])\n", " Y, X = np.mgrid[0:4, 0:4]\n", " a2uv = {'left': (-1, 0), 'down': (0, -1), 'right': (1, 0), 'up': (0, 1)}\n", " for y in range(h):\n", " for x in range(w):\n", " plt.text(x, y, str(mdp.desc[y, x].item()),\n", " color='g', size=12, verticalalignment='center',\n", " horizontalalignment='center', fontweight='bold')\n", " a = Pi[y, x]\n", " if a is None:\n", " continue\n", " u, v = a2uv[a]\n", " plt.arrow(x, y, u*.3, -v*.3, color='m',\n", " head_width=0.1, head_length=0.1)\n", " plt.grid(color='b', lw=2, ls='-')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state_values = {s: 0 for s in mdp.get_all_states()}\n", "\n", "for i in range(10):\n", " print(\"after iteration %i\" % i)\n", " state_values = value_iteration(mdp, state_values, num_iter=1)\n", " draw_policy(mdp, state_values)\n", "# please ignore iter 0 at each step" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from time import sleep\n", "mdp = FrozenLakeEnv(map_name='8x8', slip_chance=0.1)\n", "state_values = {s: 0 for s in mdp.get_all_states()}\n", "\n", "for i in range(30):\n", " clear_output(True)\n", " print(\"after iteration %i\" % i)\n", " state_values = value_iteration(mdp, state_values, num_iter=1)\n", " draw_policy(mdp, state_values)\n", " sleep(0.5)\n", "# please ignore iter 0 at each step" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Massive tests" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "mdp = FrozenLakeEnv(slip_chance=0)\n", "state_values = value_iteration(mdp)\n", "\n", "total_rewards = []\n", "for game_i in range(1000):\n", " s = mdp.reset()\n", " rewards = []\n", " for t in range(100):\n", " s, r, done, _ = mdp.step(\n", " get_optimal_action(mdp, state_values, s, gamma))\n", " rewards.append(r)\n", " if done:\n", " break\n", " total_rewards.append(np.sum(rewards))\n", "\n", "print(\"average reward: \", np.mean(total_rewards))\n", "assert(1.0 <= np.mean(total_rewards) <= 1.0)\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Measure agent's average reward\n", "mdp = FrozenLakeEnv(slip_chance=0.1)\n", "state_values = value_iteration(mdp)\n", "\n", "total_rewards = []\n", "for game_i in range(1000):\n", " s = mdp.reset()\n", " rewards = []\n", " for t in range(100):\n", " s, r, done, _ = mdp.step(\n", " get_optimal_action(mdp, state_values, s, gamma))\n", " rewards.append(r)\n", " if done:\n", " break\n", " total_rewards.append(np.sum(rewards))\n", "\n", "print(\"average reward: \", np.mean(total_rewards))\n", "assert(0.8 <= np.mean(total_rewards) <= 0.95)\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Measure agent's average reward\n", "mdp = FrozenLakeEnv(slip_chance=0.25)\n", "state_values = value_iteration(mdp)\n", "\n", "total_rewards = []\n", "for game_i in range(1000):\n", " s = mdp.reset()\n", " rewards = []\n", " for t in range(100):\n", " s, r, done, _ = mdp.step(\n", " get_optimal_action(mdp, state_values, s, gamma))\n", " rewards.append(r)\n", " if done:\n", " break\n", " total_rewards.append(np.sum(rewards))\n", "\n", "print(\"average reward: \", np.mean(total_rewards))\n", "assert(0.6 <= np.mean(total_rewards) <= 0.7)\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Measure agent's average reward\n", "mdp = FrozenLakeEnv(slip_chance=0.2, map_name='8x8')\n", "state_values = value_iteration(mdp)\n", "\n", "total_rewards = []\n", "for game_i in range(1000):\n", " s = mdp.reset()\n", " rewards = []\n", " for t in range(100):\n", " s, r, done, _ = mdp.step(\n", " get_optimal_action(mdp, state_values, s, gamma))\n", " rewards.append(r)\n", " if done:\n", " break\n", " total_rewards.append(np.sum(rewards))\n", "\n", "print(\"average reward: \", np.mean(total_rewards))\n", "assert(0.6 <= np.mean(total_rewards) <= 0.8)\n", "print(\"Well done!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# HW Part 1: Value iteration convergence\n", "\n", "### Find an MDP for which value iteration takes long to converge (1 pts)\n", "\n", "When we ran value iteration on the small frozen lake problem, the last iteration where an action changed was iteration 6--i.e., value iteration computed the optimal policy at iteration 6. Are there any guarantees regarding how many iterations it'll take value iteration to compute the optimal policy? There are no such guarantees without additional assumptions--we can construct the MDP in such a way that the greedy policy will change after arbitrarily many iterations.\n", "\n", "Your task: define an MDP with at most 3 states and 2 actions, such that when you run value iteration, the optimal action changes at iteration >= 50. Use discount=0.95. (However, note that the discount doesn't matter here--you can construct an appropriate MDP with any discount.)\n", "\n", "Note: value function must change at least once after iteration >=50, not necessarily change on every iteration till >=50." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "transition_probs = {\n", " \n", "}\n", "rewards = {\n", " \n", "}\n", "\n", "from mdp import MDP\n", "from numpy import random\n", "mdp = MDP(transition_probs, rewards, initial_state=random.choice(tuple(transition_probs.keys())))\n", "# Feel free to change the initial_state" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state_values = {s: 0 for s in mdp.get_all_states()}\n", "policy = np.array([get_optimal_action(mdp, state_values, state, gamma)\n", " for state in sorted(mdp.get_all_states())])\n", "\n", "for i in range(100):\n", " print(\"after iteration %i\" % i)\n", " state_values = value_iteration(mdp, state_values, num_iter=1)\n", "\n", " new_policy = np.array([get_optimal_action(mdp, state_values, state, gamma)\n", " for state in sorted(mdp.get_all_states())])\n", "\n", " n_changes = (policy != new_policy).sum()\n", " print(\"N actions changed = %i \\n\" % n_changes)\n", " policy = new_policy\n", "\n", "# please ignore iter 0 at each step" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Value iteration convervence proof (1 pts)\n", "**Note:** Assume that $\\mathcal{S}, \\mathcal{A}$ are finite.\n", "\n", "Update of value function in value iteration can be rewritten in a form of Bellman operator:\n", "\n", "$$(TV)(s) = \\max_{a \\in \\mathcal{A}}\\mathbb{E}\\left[ r_{t+1} + \\gamma V(s_{t+1}) | s_t = s, a_t = a\\right]$$\n", "\n", "Value iteration algorithm with Bellman operator:\n", "\n", "---\n", "   Initialize $V_0$\n", "\n", "   **for** $k = 0,1,2,...$ **do**\n", "\n", "     $V_{k+1} \\leftarrow TV_k$\n", "\n", "  **end for**\n", "\n", "---\n", "\n", "In [lecture](https://docs.google.com/presentation/d/1lz2oIUTvd2MHWKEQSH8hquS66oe4MZ_eRvVViZs2uuE/edit#slide=id.g4fd6bae29e_2_4) we established contraction property of bellman operator:\n", "\n", "$$\n", "||TV - TU||_{\\infty} \\le \\gamma ||V - U||_{\\infty}\n", "$$\n", "\n", "For all $V, U$\n", "\n", "Using contraction property of Bellman operator, Banach fixed-point theorem and Bellman equations prove that value function converges to $V^*$ in value iterateion$\n", "\n", "*<-- Your proof here -->*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Asynchronious value iteration (2 pts)\n", "\n", "Consider the following algorithm:\n", "\n", "---\n", "\n", "Initialize $V_0$\n", "\n", "**for** $k = 0,1,2,...$ **do**\n", "\n", "     Select some state $s_k \\in \\mathcal{S}$ \n", "\n", "     $V(s_k) := (TV)(s_k)$\n", "\n", "**end for**\n", "\n", "---\n", "\n", "\n", "Note that unlike common value iteration, here we update only a single state at a time.\n", "\n", "**Homework.** Prove the following proposition:\n", "\n", "If for all $s \\in \\mathcal{S}$, $s$ appears in the sequence $(s_0, s_1, ...)$ infinitely often, then $V$ converges to $V*$\n", "\n", "*<-- Your proof here -->*\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# HW Part 2: Policy iteration\n", "\n", "## Policy iteration implementateion (3 pts)\n", "\n", "Let's implement exact policy iteration (PI), which has the following pseudocode:\n", "\n", "---\n", "Initialize $\\pi_0$ `// random or fixed action`\n", "\n", "For $n=0, 1, 2, \\dots$\n", "- Compute the state-value function $V^{\\pi_{n}}$\n", "- Using $V^{\\pi_{n}}$, compute the state-action-value function $Q^{\\pi_{n}}$\n", "- Compute new policy $\\pi_{n+1}(s) = \\operatorname*{argmax}_a Q^{\\pi_{n}}(s,a)$\n", "---\n", "\n", "Unlike VI, policy iteration has to maintain a policy - chosen actions from all states - and estimate $V^{\\pi_{n}}$ based on this policy. It only changes policy once values converged.\n", "\n", "\n", "Below are a few helpers that you may or may not use in your implementation." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "transition_probs = {\n", " 's0': {\n", " 'a0': {'s0': 0.5, 's2': 0.5},\n", " 'a1': {'s2': 1}\n", " },\n", " 's1': {\n", " 'a0': {'s0': 0.7, 's1': 0.1, 's2': 0.2},\n", " 'a1': {'s1': 0.95, 's2': 0.05}\n", " },\n", " 's2': {\n", " 'a0': {'s0': 0.4, 's1': 0.6},\n", " 'a1': {'s0': 0.3, 's1': 0.3, 's2': 0.4}\n", " }\n", "}\n", "rewards = {\n", " 's1': {'a0': {'s0': +5}},\n", " 's2': {'a1': {'s0': -1}}\n", "}\n", "\n", "from mdp import MDP\n", "mdp = MDP(transition_probs, rewards, initial_state='s0')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's write a function called `compute_vpi` that computes the state-value function $V^{\\pi}$ for an arbitrary policy $\\pi$.\n", "\n", "Unlike VI, this time you must find the exact solution, not just a single iteration.\n", "\n", "Recall that $V^{\\pi}$ satisfies the following linear equation:\n", "$$V^{\\pi}(s) = \\sum_{s'} P(s,\\pi(s),s')[ R(s,\\pi(s),s') + \\gamma V^{\\pi}(s')]$$\n", "\n", "You'll have to solve a linear system in your code. (Find an exact solution, e.g., with `np.linalg.solve`.)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_vpi(mdp, policy, gamma):\n", " \"\"\"\n", " Computes V^pi(s) FOR ALL STATES under given policy.\n", " :param policy: a dict of currently chosen actions {s : a}\n", " :returns: a dict {state : V^pi(state) for all states}\n", " \"\"\"\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_policy = {s: np.random.choice(\n", " mdp.get_possible_actions(s)) for s in mdp.get_all_states()}\n", "new_vpi = compute_vpi(mdp, test_policy, gamma)\n", "\n", "print(new_vpi)\n", "\n", "assert type(\n", " new_vpi) is dict, \"compute_vpi must return a dict {state : V^pi(state) for all states}\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once we've got new state values, it's time to update our policy." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_new_policy(mdp, vpi, gamma):\n", " \"\"\"\n", " Computes new policy as argmax of state values\n", " :param vpi: a dict {state : V^pi(state) for all states}\n", " :returns: a dict {state : optimal action for all states}\n", " \"\"\"\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "new_policy = compute_new_policy(mdp, new_vpi, gamma)\n", "\n", "print(new_policy)\n", "\n", "assert type(\n", " new_policy) is dict, \"compute_new_policy must return a dict {state : optimal action for all states}\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Main loop__" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def policy_iteration(mdp, policy=None, gamma=0.9, num_iter=1000, min_difference=1e-5):\n", " \"\"\" \n", " Run the policy iteration loop for num_iter iterations or till difference between V(s) is below min_difference.\n", " If policy is not given, initialize it at random.\n", " \"\"\"\n", " \n", "\n", " return state_values, policy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Your PI Results__" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Policy iteration convergence (3 pts)\n", "\n", "**Note:** Assume that $\\mathcal{S}, \\mathcal{A}$ are finite.\n", "\n", "We can define another Bellman operator:\n", "\n", "$$(T_{\\pi}V)(s) = \\mathbb{E}_{r, s'|s, a = \\pi(s)}\\left[r + \\gamma V(s')\\right]$$\n", "\n", "And rewrite policy iteration algorithm in operator form:\n", "\n", "\n", "---\n", "\n", "Initialize $\\pi_0$\n", "\n", "**for** $k = 0,1,2,...$ **do**\n", "\n", "     Solve $V_k = T_{\\pi_k}V_k$ \n", "\n", "     Select $\\pi_{k+1}$ s.t. $T_{\\pi_{k+1}}V_k = TV_k$ \n", "\n", "**end for**\n", "\n", "---\n", "\n", "To prove convergence of the algorithm we need to prove two properties: contraction an monotonicity.\n", "\n", "#### Monotonicity (0.5 pts)\n", "\n", "For all $V, U$ if $V(s) \\le U(s)$ $\\forall s \\in \\mathcal{S}$ then $(T_\\pi V)(s) \\le (T_\\pi U)(s)$ $\\forall s \\in \\mathcal{S}$\n", "\n", "*<-- Your proof here -->*\n", "\n", "#### Contraction (1 pts)\n", "\n", "$$\n", "||T_\\pi V - T_\\pi U||_{\\infty} \\le \\gamma ||V - U||_{\\infty}\n", "$$\n", "\n", "For all $V, U$\n", "\n", "*<-- Your proof here -->*\n", "\n", "#### Convergence (1.5 pts)\n", "\n", "Prove that there exists iteration $k_0$ such that $\\pi_k = \\pi^*$ for all $k \\ge k_0$\n", "\n", "*<-- Your proof here -->*" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week03_model_free/README.md ================================================ #### __Lecture slides__ - [here](https://yadi.sk/i/9bPN0pxsR1-zIA) ### Materials * Russian materials: - Lecture - [video](https://yadi.sk/i/jcQ1Bg8n3SrhuQ) - Seminars - Q-learning seminar - [video](https://yadi.sk/i/dQmolwOy3EtGNK) (older track - [assignment](./crawler_and_pacman/seminar_py2)) - SARSA & stuff - [video](https://yadi.sk/i/XbqNQmjm3ExNsq) * English materials: - Lecture by David Silver (english) - [video part I](https://www.youtube.com/watch?v=PnHCvfgC_ZA), [video part II](https://www.youtube.com/watch?v=0g4j2k_Ggc4&t=43s) - Alternative lecture by Pieter Abbeel (english) - [video](https://www.youtube.com/watch?v=ifma8G7LegE) - Alternative lecture by John Schulmann (english) - [video](https://www.youtube.com/watch?v=IL3gVyJMmhg) - Blog post on q-learning Vs SARSA - [url](https://studywolf.wordpress.com/2013/07/01/reinforcement-learning-sarsa-vs-q-learning/) ### More materials * N-step temporal difference from Sutton's book - [suttonbook](http://incompleteideas.net/book/RLbook2018.pdf) __chapter 7__ * Eligibility traces from Sutton's book - [suttonbook](http://incompleteideas.net/book/RLbook2018.pdf) __chapter 12__ * Blog post on eligibility traces - [url](http://pierrelucbacon.com/traces/) ### Assignments Just as usual, start with `homework.ipynb` [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week03_model_free/homework.ipynb) For seminar, implement q-learning agent and test it on Taxi and CartPole with binarizer. And then, implement EV-SARSA agent, experience replay + bonus tasks for homework. ================================================ FILE: week03_model_free/homework.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "zsh:1: no matches found: gymnasium[classic-control]\n", "bash: ../xvfb: No such file or directory\n" ] } ], "source": [ "!pip3 install -q gymnasium[classic-control]\n", "\n", "import os\n", "import sys\n", "import pandas as pd\n", "from IPython.display import clear_output\n", "\n", "import random\n", "import time\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from IPython.display import clear_output\n", "from tqdm import tqdm, trange\n", "\n", "%matplotlib inline\n", "\n", "SEED = 42\n", "\n", "if \"google.colab\" in sys.modules and not os.path.exists(\".setup_complete\"):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ[\"DISPLAY\"] = \":1\"\n", "\n", "\n", "def moving_average(x, span=100):\n", " return pd.DataFrame({\"x\": np.asarray(x)}).x.ewm(span=span).mean().values\n", "\n", "\n", "def seed_everything(env, seed=None):\n", " if seed is None:\n", " seed = SEED\n", " random.seed(seed)\n", " os.environ[\"PYTHONHASHSEED\"] = str(seed)\n", " np.random.seed(seed)\n", " env.reset(seed=seed)\n", "\n", "\n", "def visualize_agent(env, agent, max_steps=100, delay=0.1):\n", " \"\"\"\n", " Visualize the agent's behavior in the environment.\n", "\n", " Args:\n", " env: The environment\n", " agent: The trained agent\n", " max_steps: Maximum number of steps to take\n", " delay: Time delay between steps for visualization\n", " \"\"\"\n", " s, _ = env.reset()\n", " total_reward = 0\n", "\n", " for step in range(max_steps):\n", " # Render the environment\n", " clear_output(True)\n", " plt.figure(figsize=(8, 6))\n", " plt.imshow(env.render())\n", " plt.title(f\"Step: {step}, Total Reward: {total_reward:.2f}\")\n", " plt.axis(\"off\")\n", " plt.show()\n", "\n", " # Get action from the agent\n", " a = agent.get_best_action(s) # Use best action for visualization\n", "\n", " # Take a step in the environment\n", " next_s, r, done, _, _ = env.step(a)\n", "\n", " # Update state and reward\n", " s = next_s\n", " total_reward += r\n", "\n", " # Add delay for better visualization\n", " time.sleep(delay)\n", "\n", " if done:\n", " # Show final state\n", " clear_output(True)\n", " plt.figure(figsize=(8, 6))\n", " plt.imshow(env.render())\n", " plt.title(f\"Final State - Steps: {step + 1}, Total Reward: {total_reward:.2f}\")\n", " plt.axis(\"off\")\n", " plt.show()\n", " break\n", "\n", "\n", "def benchmark_agents(\n", " exp_setups,\n", " num_episodes=1000,\n", " plot_every=100,\n", " t_max=10000,\n", " span=100,\n", " patch_every=None,\n", " patch_foo=None,\n", " num_seeds=3,\n", "):\n", " all_rewards = {}\n", " envs = {exp_setup[\"name\"]: exp_setup[\"env\"]() for exp_setup in exp_setups}\n", " agents_buiders = {exp_setup[\"name\"]: exp_setup[\"agent_builder\"] for exp_setup in exp_setups}\n", " train_foo = {exp_setup[\"name\"]: exp_setup[\"train_foo\"] for exp_setup in exp_setups}\n", "\n", " for seed in range(num_seeds):\n", " SEED = seed + 42 # Using different seeds\n", " agents = {agent_name: agent() for agent_name, agent in agents_buiders.items()}\n", "\n", " # Create a separate environment for each agent using the env function\n", " for agent_name, agent in agents.items():\n", " agents[agent_name].env = envs[agent_name]\n", "\n", " seed_rewards = {agent_name: [] for agent_name in agents_buiders}\n", "\n", " # Seed each environment separately\n", " for agent_name in agents:\n", " seed_everything(envs[agent_name], seed=SEED)\n", "\n", " tbar = trange(num_episodes)\n", " tbar.set_description(f\"Seed {seed + 1}/{num_seeds}\")\n", " for i in tbar:\n", " for agent_name, agent in agents.items():\n", " seed_rewards[agent_name].append(train_foo[agent_name](envs[agent_name], agent))\n", " if i % 10 == 0:\n", " tbar.set_postfix({agent_name: seed_rewards[agent_name][-1] for agent_name in agents}, refresh=True)\n", "\n", " # Store rewards for this seed\n", " for agent_name, rewards_list in seed_rewards.items():\n", " if agent_name not in all_rewards:\n", " all_rewards[agent_name] = []\n", " all_rewards[agent_name].append(rewards_list)\n", "\n", " # Average rewards across seeds\n", " avg_rewards = {\n", " agent_name: np.mean(np.array(seed_results), axis=0) for agent_name, seed_results in all_rewards.items()\n", " }\n", "\n", " # Calculate standard deviation for confidence intervals\n", " std_rewards = {\n", " agent_name: np.std(np.array(seed_results), axis=0) for agent_name, seed_results in all_rewards.items()\n", " }\n", "\n", " # Plot average performance across seeds with confidence tubes\n", " clear_output(True)\n", " plt.figure(figsize=(10, 6))\n", " for agent_name, rewards_list in avg_rewards.items():\n", " mean_rewards = moving_average(rewards_list, span=span)\n", " std_rewards_smoothed = moving_average(std_rewards[agent_name], span=span)\n", "\n", " # Plot mean line\n", " plt.plot(mean_rewards, label=f\"{agent_name} (avg of {num_seeds} seeds)\")\n", "\n", " # Plot confidence tubes (mean ± std)\n", " plt.fill_between(\n", " range(len(mean_rewards)),\n", " mean_rewards - std_rewards_smoothed,\n", " mean_rewards + std_rewards_smoothed,\n", " alpha=0.2,\n", " )\n", "\n", " # Draw solid contour lines for the confidence tube borders\n", " plt.plot(range(len(mean_rewards)), mean_rewards - std_rewards_smoothed, \"--\", color=\"gray\", alpha=0.7)\n", " plt.plot(range(len(mean_rewards)), mean_rewards + std_rewards_smoothed, \"--\", color=\"gray\", alpha=0.7)\n", "\n", " plt.title(\n", " f\"{envs[list(envs.keys())[0]].spec.id} - Average performance across {num_seeds} seeds with confidence intervals\"\n", " )\n", " plt.legend()\n", " plt.show()\n", "\n", " return avg_rewards" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Seminar: Q-learning\n", "\n", "This notebook will guide you through implementation of vanilla Q-learning algorithm.\n", "\n", "You need to implement QLearningAgent (follow instructions for each method) and use it on a number of tests below.\n", "\n", "**Tip**: To ensure reproducibility, use the environment’s built-in random generator." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import math\n", "import random\n", "from collections import defaultdict\n", "\n", "import numpy as np\n", "\n", "\n", "class QLearningAgent:\n", " def __init__(self, alpha, epsilon, discount, env):\n", " \"\"\"\n", " Q-Learning Agent\n", " based on https://inst.eecs.berkeley.edu/~cs188/sp19/projects.html\n", " Instance variables you have access to\n", " - self.epsilon (exploration prob)\n", " - self.alpha (learning rate)\n", " - self.discount (discount rate aka gamma)\n", "\n", " Functions you should use\n", " - self.get_legal_actions(state) {state, hashable -> list of actions, each is hashable}\n", " which returns legal actions for a state\n", " - self.get_qvalue(state,action)\n", " which returns Q(state,action)\n", " - self.set_qvalue(state,action,value)\n", " which sets Q(state,action) := value\n", " !!!Important!!!\n", " Note: please avoid using self._qValues directly.\n", " There's a special self.get_qvalue/set_qvalue for that.\n", " \"\"\"\n", "\n", " self.env = env\n", " self._qvalues = defaultdict(lambda: defaultdict(lambda: 0))\n", " self.alpha = alpha\n", " self.epsilon = epsilon\n", " self.discount = discount\n", "\n", " def get_legal_actions(self, _state):\n", " return list(range(self.env.action_space.n))\n", "\n", " def get_qvalue(self, state, action):\n", " \"\"\"Returns Q(state,action)\"\"\"\n", " return self._qvalues[state][action]\n", "\n", " def set_qvalue(self, state, action, value):\n", " \"\"\"Sets the Qvalue for [state,action] to the given value\"\"\"\n", " self._qvalues[state][action] = value\n", "\n", " # ---------------------START OF YOUR CODE---------------------#\n", "\n", " def get_value(self, state):\n", " \"\"\"\n", " Compute your agent's estimate of V(s) using current q-values\n", " V(s) = max_over_action Q(state,action) over possible actions.\n", " Note: please take into account that q-values can be negative.\n", " \"\"\"\n", " possible_actions = self.get_legal_actions(state)\n", "\n", " # If there are no legal actions, return 0.0\n", " if len(possible_actions) == 0:\n", " return 0.0\n", "\n", " # \n", " value =\n", "\n", " # \n", "\n", " return value\n", "\n", " def update(self, state, action, reward, next_state, *args, **kwargs):\n", " \"\"\"\n", " You should do your Q-Value update here:\n", " Q(s,a) := (1 - alpha) * Q(s,a) + alpha * (r + gamma * V(s'))\n", " \"\"\"\n", "\n", " # agent parameters\n", " gamma = self.discount\n", " learning_rate = self.alpha\n", "\n", " # \n", " new_q_value =\n", "\n", " # \n", "\n", " self.set_qvalue(state, action, new_q_value)\n", "\n", " def get_best_action(self, state):\n", " \"\"\"\n", " Compute the best action to take in a state (using current q-values).\n", " \"\"\"\n", " possible_actions = self.get_legal_actions(state)\n", "\n", " # If there are no legal actions, return None\n", " if len(possible_actions) == 0:\n", " return None\n", "\n", " # \n", " best_action =\n", "\n", " # \n", "\n", " return best_action\n", "\n", " def get_action(self, state):\n", " \"\"\"\n", " Compute the action to take in the current state, including exploration.\n", " With probability self.epsilon, we should take a random action.\n", " otherwise - the best policy action (self.get_best_action).\n", "\n", " Note: To pick randomly from a list, use random.choice(list).\n", " To pick True or False with a given probablity, generate uniform number in [0, 1]\n", " and compare it with your probability\n", " \"\"\"\n", "\n", " # Pick Action\n", " possible_actions = self.get_legal_actions(state)\n", " action = None\n", "\n", " # If there are no legal actions, return None\n", " if len(possible_actions) == 0:\n", " return None\n", "\n", " # agent parameters:\n", " epsilon = self.epsilon\n", "\n", " # Tip: Use self.env.np_random.random() to generate a random number\n", " # \n", " chosen_action =\n", "\n", " # \n", "\n", " return chosen_action" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Try it on taxi\n", "\n", "Here we use the Q-Learning agent on the Taxi-v3 environment from OpenAI gym.\n", "You will need to complete a few of its functions." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"Taxi-v3\", render_mode=\"rgb_array\")\n", "\n", "n_actions = env.action_space.n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s, _ = env.reset(seed=SEED)\n", "plt.imshow(env.render())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def play_and_train(env, agent, t_max=10**4):\n", " \"\"\"\n", " This function should\n", " - run a full game, actions given by agent's e-greedy policy\n", " - train agent using agent.update(...) whenever it is possible\n", " - return total reward\n", " \"\"\"\n", " total_reward = 0.0\n", " s, _ = env.reset()\n", "\n", " for t in range(t_max):\n", " # get agent to pick action given state s.\n", " # \n", " a =\n", "\n", " # \n", "\n", " next_s, r, terminated, truncated, _ = env.step(a)\n", " done = terminated\n", " # train (update) agent for state s\n", " # \n", " agent.update()\n", "\n", " # \n", "\n", " s = next_s\n", " total_reward += r\n", " if done:\n", " break\n", "\n", " return total_reward" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import clear_output\n", "\n", "agent = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "\n", "rewards = []\n", "seed_everything(env)\n", "\n", "for i in range(1000):\n", " rewards.append(play_and_train(env, agent))\n", " agent.epsilon *= 0.99\n", "\n", " if i % 100 == 0:\n", " clear_output(True)\n", " plt.title(\"eps = {:e}, mean reward = {:.1f}\".format(agent.epsilon, np.mean(rewards[-10:])))\n", " plt.plot(rewards)\n", " plt.plot(moving_average(rewards))\n", " plt.show()\n", "\n", "assert env.unwrapped.spec.id == \"Taxi-v3\" and np.mean(rewards[-100:]) >= 4.5, (\n", " \"Please make sure that your agent is able to learn the optimal policy\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Seminar: Discretized state spaces\n", "\n", "Use agent to train efficiently on `CartPole-v0`. This environment has a continuous set of possible states, so you will have to group them into bins somehow.\n", "\n", "The simplest way is to use `round(x, n_digits)` (or `np.round`) to round a real number to a given amount of digits. The tricky part is to get the `n_digits` right for each state to train effectively.\n", "\n", "Note that you don't need to convert state to integers, but to __tuples__ of any kind of values." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "first state: [-0.01444637 -0.03744877 -0.04162231 -0.03045073]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ipkharitonov/repos/ik-notes/all-notes/rl-and-optimal-control/week03-seminar/.venv/lib/python3.11/site-packages/gymnasium/envs/registration.py:519: DeprecationWarning: \u001b[33mWARN: The environment CartPole-v0 is out of date. You should consider upgrading to version `v1`.\u001b[0m\n", " logger.deprecation(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def make_env():\n", " return gym.make(\"CartPole-v0\", render_mode=\"rgb_array\").env # .env unwraps the TimeLimit wrapper\n", "\n", "\n", "env = make_env()\n", "n_actions = env.action_space.n\n", "\n", "print(\"first state: %s\" % (env.reset()[0]))\n", "plt.imshow(env.render())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Play a few games\n", "\n", "We need to estimate observation distributions. To do so, we'll play a few games and record all states." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def visualize_cartpole_observation_distribution(seen_observations):\n", " seen_observations = np.array(seen_observations)\n", "\n", " # The meaning of the observations is documented in\n", " # https://github.com/openai/gym/blob/master/gym/envs/classic_control/cartpole.py\n", "\n", " # Get the number of dimensions from the state\n", " n_dims = seen_observations.shape[1]\n", "\n", " f, axarr = plt.subplots(1, n_dims, figsize=(16, 4), sharey=True)\n", " titles = [\"Cart Position\", \"Cart Velocity\", \"Pole Angle\", \"Pole Velocity At Tip\"]\n", "\n", " for i in range(n_dims):\n", " ax = axarr[i]\n", " ax.hist(seen_observations[:, i], bins=20)\n", " ax.set_title(titles[i])\n", " xmin, xmax = ax.get_xlim()\n", " ax.set_xlim(min(xmin, -xmax), max(-xmin, xmax))\n", " ax.grid()\n", " f.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def gather_samples(env, max_steps=100000):\n", " seen_observations = []\n", " total_steps = 0\n", "\n", " while total_steps < max_steps:\n", " s, _ = env.reset()\n", " seen_observations.append(s)\n", " done = False\n", "\n", " while not done and total_steps < max_steps:\n", " s, r, done, _, _ = env.step(env.action_space.sample())\n", " seen_observations.append(s)\n", " total_steps += 1\n", "\n", " if total_steps >= max_steps:\n", " break\n", "\n", " return seen_observations\n", "\n", "\n", "unwraped_env_samples = gather_samples(env)\n", "visualize_cartpole_observation_distribution(unwraped_env_samples)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Discretize environment" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from gymnasium.core import ObservationWrapper\n", "\n", "\n", "class Discretizer(ObservationWrapper):\n", " def __init__(self, env, n_digits):\n", " super().__init__(env)\n", " self.n_digits = n_digits\n", "\n", " def observation(self, state):\n", " # Hint: you can do that with round(x, n_digits).\n", " # You may pick a different n_digits for each dimension.\n", "\n", " # \n", " state =\n", "\n", " # \n", "\n", " return tuple(state) # tuple to make it hashable" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "env = Discretizer(make_env(), n_digits=1)\n", "seen_observations = gather_samples(env)\n", "visualize_cartpole_observation_distribution(seen_observations)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Learn discretized policy\n", "\n", "Now let's train a policy that uses discretized state space.\n", "\n", "__Tips:__\n", "\n", "* Note that increasing the number of digits for one dimension of the observations increases your state space by a factor of $10$.\n", "* If your discretization is too fine-grained, your agent will take much longer than 10000 steps to converge. You can either increase the number of iterations and reduce epsilon decay or change discretization. In practice we found that this kind of mistake is rather frequent.\n", "* If your discretization is too coarse, your agent may fail to find the optimal policy. In practice we found that on this particular environment this kind of mistake is rare.\n", "* **Start with a coarse discretization** and make it more fine-grained if that seems necessary.\n", "* Having $10^3$–$10^4$ distinct states is recommended (`len(agent._qvalues)`), but not required.\n", "* If things don't work without annealing $\\varepsilon$, consider adding that, but make sure that it doesn't go to zero too quickly.\n", "\n", "A reasonable agent should attain an average reward of at least 50." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "agent = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "\n", "rewards, epsilons = [], []\n", "seed_everything(env)\n", "\n", "for i in range(10000):\n", " reward = play_and_train(env, agent)\n", " rewards.append(reward)\n", " epsilons.append(agent.epsilon)\n", "\n", " # OPTIONAL: \n", "\n", " if i % 1000 == 0:\n", " rewards_ewma = moving_average(rewards)\n", "\n", " clear_output(True)\n", " plt.plot(rewards, label=\"rewards\")\n", " plt.plot(rewards_ewma, label=\"rewards ewma@100\")\n", " plt.legend()\n", " plt.grid()\n", " plt.title(\"eps = {:e}, rewards ewma@100 = {:.1f}\".format(agent.epsilon, rewards_ewma[-1]))\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Homework Part I: On-policy learning and SARSA (3 points)\n", "\n", "The policy we're gonna use is epsilon-greedy policy, where agent takes the optimal action with probability $(1-\\epsilon)$, otherwise samples action at random. Note that agent __can__ occasionally sample optimal action during random sampling by pure chance." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we gonna implement Expected Value SARSA on top of it." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class EVSarsaAgent(QLearningAgent):\n", " \"\"\"\n", " An agent that changes some of q-learning functions to implement Expected Value SARSA.\n", " Note: this demo assumes that your implementation of QLearningAgent.update uses get_value(next_state).\n", " If it doesn't, please add\n", " def update(self, state, action, reward, next_state):\n", " and implement it for Expected Value SARSA's V(s')\n", " \"\"\"\n", "\n", " def get_value(self, state):\n", " \"\"\"\n", " Returns Vpi for current state under epsilon-greedy policy:\n", " V_{pi}(s) = sum _{over a_i} {pi(a_i | s) * Q(s, a_i)}\n", "\n", " Hint: all other methods from QLearningAgent are still accessible.\n", " \"\"\"\n", " epsilon = self.epsilon\n", " possible_actions = self.get_legal_actions(state)\n", "\n", " # If there are no legal actions, return 0.0\n", " if len(possible_actions) == 0:\n", " return 0.0\n", "\n", " # \n", " state_value =\n", "\n", " # \n", "\n", " return state_value" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Cliff World\n", "\n", "Let's now see how our algorithm compares against q-learning in case where we force agent to explore all the time.\n", "\n", "\n", "
Image from CS188
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"CliffWalking-v0\", render_mode=\"rgb_array\")\n", "n_actions = env.action_space.n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Our cliffworld has one difference from what's in the image: there is no wall.\n", "# Agent can choose to go as close to the cliff as it wishes.\n", "# x:start, T:exit, C:cliff, o: flat ground\n", "\n", "env.reset()\n", "plt.imshow(env.render())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EVSARSA mean reward = -27.26\n", "QLEARNING mean reward = -103.59\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import clear_output\n", "\n", "seed_everything(env)\n", "\n", "agent_sarsa = EVSarsaAgent(alpha=0.25, epsilon=0.2, discount=0.99, env=env)\n", "\n", "agent_ql = QLearningAgent(alpha=0.25, epsilon=0.2, discount=0.99, env=env)\n", "\n", "rewards_sarsa, rewards_ql = [], []\n", "\n", "for i in range(5000):\n", " rewards_sarsa.append(play_and_train(env, agent_sarsa))\n", " rewards_ql.append(play_and_train(env, agent_ql))\n", " # Note: agent.epsilon stays constant\n", "\n", " if i % 250 == 0:\n", " clear_output(True)\n", " print(\"EVSARSA mean reward =\", np.mean(rewards_sarsa[-100:]))\n", " print(\"QLEARNING mean reward =\", np.mean(rewards_ql[-100:]))\n", " plt.title(\"epsilon = %s\" % agent_ql.epsilon)\n", " plt.plot(moving_average(rewards_sarsa), label=\"ev_sarsa\")\n", " plt.plot(moving_average(rewards_ql), label=\"qlearning\")\n", " plt.grid()\n", " plt.legend()\n", " plt.ylim(-500, 0)\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's now see what did the algorithms learn by visualizing their actions at every state." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_ascii_policy(agent):\n", " \"\"\"Returns CliffWalkingEnv policy with arrows as a string. Hard-coded.\"\"\"\n", "\n", " env = gym.make(\"CliffWalking-v0\", render_mode=\"ansi\")\n", " env.reset()\n", " grid = [x.split(\" \") for x in env.render().split(\"\\n\")[:4]]\n", "\n", " n_rows, n_cols = 4, 12\n", " start_state_index = 36\n", " actions = \"^>v<\"\n", "\n", " policy_str = \"\"\n", " for yi in range(n_rows):\n", " for xi in range(n_cols):\n", " if grid[yi][xi] == \"C\":\n", " policy_str += \" C \"\n", " elif (yi * n_cols + xi) == start_state_index:\n", " policy_str += \" X \"\n", " elif (yi * n_cols + xi) == n_rows * n_cols - 1:\n", " policy_str += \" T \"\n", " else:\n", " policy_str += \" %s \" % actions[agent.get_best_action(yi * n_cols + xi)]\n", " policy_str += \"\\n\"\n", "\n", " return policy_str\n", "\n", "\n", "def draw_policy(agent):\n", " \"\"\"Prints CliffWalkingEnv policy with arrows.\"\"\"\n", " print(get_ascii_policy(agent))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q-Learning\n", " > v > > > > > > v > > v \n", " > > > > > > > > > > > v \n", " > > > > > > > > > > > v \n", " X C C C C C C C C C C T \n", "\n", "SARSA\n", " > > > > > > > > > > > v \n", " ^ ^ ^ > > > > > > > > v \n", " ^ ^ ^ ^ ^ ^ ^ ^ ^ ^ > v \n", " X C C C C C C C C C C T \n", "\n" ] } ], "source": [ "print(\"Q-Learning\")\n", "draw_policy(agent_ql)\n", "\n", "print(\"SARSA\")\n", "draw_policy(agent_sarsa)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sarsa_near_cliff_row = get_ascii_policy(agent_sarsa).strip().split(\"\\n\")[-2].strip().split()[1:-3]\n", "assert all(action == \"^\" for action in sarsa_near_cliff_row), (\n", " \"SARSA policy should have '^' actions in the row near the cliff\"\n", ")\n", "\n", "qlearning_near_cliff_row = get_ascii_policy(agent_ql).strip().split(\"\\n\")[-2].strip().split()[1:-3]\n", "assert all(action == \">\" for action in qlearning_near_cliff_row), (\n", " \"Q-learning policy should have '>' actions in the row near the cliff\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Expected Value SARSA for softmax policy (2 points)\n", "\n", "Implement an agent that would use a softmax policy for getting an action. Do not forget to also use softmax when calculating the expected value for value estimation. Draw the policy of the agent and see if the result is different compared to the previous approaches. Also, try using different temperatures ($\\tau$) and compare the results.\n", "\n", "$$ \\pi(a_i \\mid s) = \\operatorname{softmax} \\left( \\left\\{ {Q(s, a_j) \\over \\tau} \\right\\}_{j=1}^n \\right)_i = {\\operatorname{exp} \\left( Q(s,a_i) / \\tau \\right) \\over {\\sum_{j} \\operatorname{exp} \\left( Q(s,a_j) / \\tau \\right)}} $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from scipy.special import softmax\n", "\n", "\n", "class SoftmaxEVSarsaAgent(EVSarsaAgent):\n", " def __init__(self, alpha, tau, discount, env):\n", " super().__init__(alpha, None, discount, env)\n", " assert tau > 0\n", " self.tau = tau\n", "\n", " def get_value(self, state):\n", " \"\"\"\n", " Returns V_{pi} for current state under softmax policy:\n", " V_{pi}(s) = sum _{over a_i} {pi(a_i | s) * Q(s, a_i)}\n", "\n", " Hint: all other methods from QLearningAgent are still accessible.\n", " \"\"\"\n", " possible_actions = self.get_legal_actions(state)\n", "\n", " # If there are no legal actions, return 0.0\n", " if len(possible_actions) == 0:\n", " return 0.0\n", "\n", " # \n", " value =\n", " # \n", "\n", " return value\n", "\n", " def get_action(self, state):\n", " \"\"\"\n", " Compute the action to take in the current state, including exploration.\n", " We should take a random action with probability equaled softmax of q values.\n", " \"\"\"\n", " # Pick Action\n", " possible_actions = self.get_legal_actions(state)\n", " action = None\n", "\n", " # If there are no legal actions, return None\n", " if len(possible_actions) == 0:\n", " return None\n", "\n", " # Tip: Use self.env.np_random.random() to generate a random number\n", " # \n", " action =\n", " # \n", "\n", " return action" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EVSARSA mean reward = -32.61\n", "SOFTMAX_EVSARSA mean reward = -14.38\n", "QLEARNING mean reward = -101.51\n" ] }, { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "seed_everything(env)\n", "\n", "agent_sarsa = EVSarsaAgent(alpha=0.25, epsilon=0.2, discount=0.99, env=env)\n", "\n", "agent_sarsa_softmax = SoftmaxEVSarsaAgent(alpha=0.25, tau=0.5, discount=0.99, env=env)\n", "\n", "agent_ql = QLearningAgent(alpha=0.25, epsilon=0.2, discount=0.99, env=env)\n", "\n", "rewards_sarsa, rewards_sarsa_softmax, rewards_ql = [], [], []\n", "\n", "for i in range(5000):\n", " rewards_sarsa.append(play_and_train(env, agent_sarsa))\n", " rewards_sarsa_softmax.append(play_and_train(env, agent_sarsa_softmax))\n", " rewards_ql.append(play_and_train(env, agent_ql))\n", "\n", " if i % 250 == 0:\n", " clear_output(True)\n", " print(\"EVSARSA mean reward =\", np.mean(rewards_sarsa[-100:]))\n", " print(\"SOFTMAX_EVSARSA mean reward =\", np.mean(rewards_sarsa_softmax[-100:]))\n", " print(\"QLEARNING mean reward =\", np.mean(rewards_ql[-100:]))\n", " plt.title(\"epsilon = %s, tau = %s\" % (agent_ql.epsilon, agent_sarsa_softmax.tau))\n", " plt.plot(moving_average(rewards_sarsa), label=\"ev_sarsa\")\n", " plt.plot(moving_average(rewards_sarsa_softmax), label=\"softmax_ev_sarsa\")\n", " plt.plot(moving_average(rewards_ql), label=\"qlearning\")\n", " plt.grid()\n", " plt.legend()\n", " plt.ylim(-500, 0)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q-Learning\n", " > v v > v > v v > > > v \n", " > > > > > > > > > > > v \n", " > > > > > > > > > > > v \n", " X C C C C C C C C C C T \n", "\n", "SARSA\n", " > > > > > > > > > > > v \n", " ^ ^ ^ > > > > > > > > v \n", " ^ ^ ^ ^ ^ ^ ^ ^ ^ ^ > v \n", " X C C C C C C C C C C T \n", "\n", "SOFTMAX SARSA\n", " > > > > > > > > v v v v \n", " > > > > > > > > > v v v \n", " > > > > > > > > > > > v \n", " X C C C C C C C C C C T \n", "\n" ] } ], "source": [ "print(\"Q-Learning\")\n", "draw_policy(agent_ql)\n", "\n", "print(\"SARSA\")\n", "draw_policy(agent_sarsa)\n", "\n", "print(\"SOFTMAX SARSA\")\n", "draw_policy(agent_sarsa_softmax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "qlearning_near_cliff_row = get_ascii_policy(agent_sarsa_softmax).strip().split(\"\\n\")[-2].strip().split()[1:-3]\n", "assert all(action == \">\" for action in qlearning_near_cliff_row), (\n", " \"Softmax SARSA policy should have '>' actions in the row near the cliff\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### More on SARSA\n", "\n", "Here are some of the things you can do if you feel like it:\n", "\n", "* Play with epsilon. See learned how policies change if you set epsilon to higher/lower values (e.g. 0.75).\n", "* Implement N-step algorithms and TD($\\lambda$): see [Sutton's book](http://incompleteideas.net/book/RLbook2020.pdf) chapter 7 and chapter 12.\n", "* Use those algorithms to train on CartPole in previous / next assignment for this week." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part II: experience replay (2 points)\n", "\n", "There's a powerful technique that you can use to improve sample efficiency for off-policy algorithms: [spoiler] Experience replay :)\n", "\n", "The catch is that you can train Q-learning and EV-SARSA on `` tuples even if they aren't sampled under current agent's policy. So here's what we're gonna do:\n", "\n", "\n", "\n", "#### Training with experience replay\n", "1. Play game, sample ``.\n", "2. Update q-values based on ``.\n", "3. Store `` transition in a buffer.\n", " 3. If buffer is full, delete earliest data.\n", "4. Sample K such transitions from that buffer and update q-values based on them.\n", "\n", "\n", "To enable such training, first we must implement a memory structure that would act like such a buffer." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import random\n", "\n", "\n", "class ReplayBuffer(object):\n", " def __init__(self, size):\n", " \"\"\"\n", " Create Replay buffer.\n", " Parameters\n", " ----------\n", " size: int\n", " Max number of transitions to store in the buffer. When the buffer\n", " overflows the old memories are dropped.\n", "\n", " Note: for this assignment you can pick any data structure you want.\n", " If you want to keep it simple, you can store a list of tuples of (s, a, r, s') in self._storage\n", " However you may find out there are faster and/or more memory-efficient ways to do so.\n", " \"\"\"\n", " self._storage = []\n", " self._maxsize = size\n", "\n", " # OPTIONAL: YOUR CODE\n", "\n", " def __len__(self):\n", " return len(self._storage)\n", "\n", " def add(self, obs_t, action, reward, obs_tp1, done):\n", " \"\"\"\n", " Make sure, _storage will not exceed _maxsize.\n", " Make sure, FIFO rule is being followed: the oldest examples has to be removed earlier\n", " \"\"\"\n", " data = (obs_t, action, reward, obs_tp1, done)\n", "\n", " # add data to storage\n", " # \n", "\n", " # \n", "\n", " def sample(self, batch_size):\n", " \"\"\"Sample a batch of experiences.\n", " Parameters\n", " ----------\n", " batch_size: int\n", " How many transitions to sample.\n", " Returns\n", " -------\n", " obs_batch: np.array\n", " batch of observations\n", " act_batch: np.array\n", " batch of actions executed given obs_batch\n", " rew_batch: np.array\n", " rewards received as results of executing act_batch\n", " next_obs_batch: np.array\n", " next set of observations seen after executing act_batch\n", " done_mask: np.array\n", " done_mask[i] = 1 if executing act_batch[i] resulted in\n", " the end of an episode and 0 otherwise.\n", " \"\"\"\n", "\n", " # \n", " idxes = \n", " # collect for each index\n", " return (\n", " np.array( ),\n", " np.array( ),\n", " np.array( ),\n", " np.array( ),\n", " np.array( ,\n", " )\n", "\n", " # " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some tests to make sure your buffer works right" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Success!\n" ] } ], "source": [ "def obj2arrays(obj):\n", " for x in obj:\n", " yield np.array([x])\n", "\n", "\n", "def obj2sampled(obj):\n", " return tuple(obj2arrays(obj))\n", "\n", "\n", "replay = ReplayBuffer(2)\n", "obj1 = (0, 1, 2, 3, True)\n", "obj2 = (4, 5, 6, 7, False)\n", "replay.add(*obj1)\n", "assert replay.sample(1) == obj2sampled(obj1), (\n", " \"If there's just one object in buffer, it must be retrieved by buf.sample(1)\"\n", ")\n", "replay.add(*obj2)\n", "assert len(replay) == 2, \"Please make sure __len__ methods works as intended.\"\n", "replay.add(*obj2)\n", "assert len(replay) == 2, \"When buffer is at max capacity, replace objects instead of adding new ones.\"\n", "assert tuple(np.unique(a) for a in replay.sample(100)) == obj2sampled(obj2)\n", "replay.add(*obj1)\n", "assert max(len(np.unique(a)) for a in replay.sample(100)) == 2\n", "replay.add(*obj1)\n", "assert tuple(np.unique(a) for a in replay.sample(100)) == obj2sampled(obj1)\n", "print(\"Success!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's use this buffer to improve training:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"Taxi-v3\")\n", "# env = Discretizer(gym.make(\"CartPole-v1\", render_mode=\"rgb_array\"), n_digits=2)\n", "n_actions = env.action_space.n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def play_and_train_with_replay(env, agent, replay=None, t_max=10**4, replay_batch_size=32):\n", " \"\"\"\n", " This function should\n", " - run a full game, actions given by agent.get_action(s)\n", " - train agent using agent.update(...) whenever possible\n", " - return total reward\n", " :param replay: ReplayBuffer where agent can store and sample (s,a,r,s',done) tuples.\n", " If None, do not use experience replay\n", " \"\"\"\n", " total_reward = 0.0\n", " s, _ = env.reset()\n", "\n", " for t in range(t_max):\n", " # get agent to pick action given state s\n", " # \n", " a =\n", "\n", " # \n", "\n", " next_s, r, done, trunc, _ = env.step(a)\n", "\n", " # update agent on current transition. Use agent.update\n", " # \n", "\n", " # \n", "\n", " if replay is not None:\n", " # store current transition in buffer\n", " # \n", "\n", " # \n", "\n", " # sample replay_batch_size random transitions from replay,\n", " # then update agent on each of them in a loop\n", " s_, a_, r_, next_s_, done_ = replay.sample(replay_batch_size)\n", " for i in range(replay_batch_size):\n", " # \n", " agent.update()\n", "\n", " # \n", "\n", " s = next_s\n", " total_reward += r\n", " if done:\n", " break\n", "\n", " return total_reward" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Create two agents: first will use experience replay, second will not.\n", "\n", "agent_baseline = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "\n", "agent_replay = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "\n", "replay = ReplayBuffer(1000)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Baseline : eps = 2.9191091959171894e-05 mean reward = 6.0\n", "ExpReplay: eps = 2.9191091959171894e-05 mean reward = 7.4\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "from IPython.display import clear_output\n", "\n", "\n", "def moving_average(x, span=100):\n", " return pd.DataFrame({\"x\": np.asarray(x)}).x.ewm(span=span).mean().values\n", "\n", "\n", "rewards_replay, rewards_baseline = [], []\n", "\n", "for i in range(1000):\n", " rewards_replay.append(play_and_train_with_replay(env, agent_replay, replay))\n", " rewards_baseline.append(play_and_train_with_replay(env, agent_baseline, replay=None))\n", "\n", " agent_replay.epsilon *= 0.99\n", " agent_baseline.epsilon *= 0.99\n", "\n", " if i % 100 == 0:\n", " clear_output(True)\n", " print(\n", " \"Baseline : eps =\",\n", " agent_replay.epsilon,\n", " \"mean reward =\",\n", " np.mean(rewards_baseline[-10:]),\n", " )\n", " print(\n", " \"ExpReplay: eps =\",\n", " agent_baseline.epsilon,\n", " \"mean reward =\",\n", " np.mean(rewards_replay[-10:]),\n", " )\n", " plt.plot(moving_average(rewards_replay), label=\"exp. replay\")\n", " plt.plot(moving_average(rewards_baseline), label=\"baseline\")\n", " plt.grid()\n", " plt.legend()\n", " plt.show()\n", "\n", "assert np.array(rewards_replay[:200]).mean() > np.array(rewards_baseline[:200]).mean(), (\n", " \"Experienced replay should improve performance\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### What to expect:\n", "\n", "Experience replay, if implemented correctly, will improve algorithm's initial convergence a lot, but it shouldn't affect the final performance.\n", "\n", "If you're feeling that you need more examples to understand how experience replay works, try using it for discretized state spaces (CartPole or other __[classic control envs](https://gym.openai.com/envs/#classic_control)__)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# N-step TD learning\n", "\n", "In this part, we will get acquainted with multi-step estimates. We will start with an on-policy setting, but as a bonus you can also implement the off-policy version.\n", "\n", "Recall that TD(0) estimates have low variance but high bias, while full trajectory estimates have low bias but high variance. For many tasks, the optimal approach lies somewhere in between these extremes. N-step methods provide this middle ground by allowing us to control the bias-variance tradeoff through the choice of n.\n", "\n", "**Practical note:** Analyzing performance with different n-step values can be difficult due to noisy rewards. In that case, use the benchmark_agents function, which can visualize multi-seed performance.\n", "\n", "## N-step EV-SARSA (2 points)\n", "\n", "Look at section 7.2 in Sutton Barto book: http://incompleteideas.net/book/the-book-2nd.html\n", "\n", "Regular n-step TD (without episodic buffer):\n", " \n", "For each step $t$ we take the future window $[t,t+n]$ (if available) and calculate the return:\n", " \n", "$$G_t = r_t + \\gamma r_{t+1} + \\cdots + \\gamma^{n-1} r_{t+n-1} + \\gamma^n V(s_{t+n})$$\n", " \n", "This is done from left to right (as data accumulates). If the episode ends earlier, we take the actual length of the remaining trajectory.\n", "\n", "So, \n", "\n", "---\n", "### n-step Sarsa for estimating $Q \\approx q_* \\text{ or } q_\\pi$\n", "\n", "- Initialize $Q(s,a)$ arbitrarily, for all $s \\in \\mathcal{S}, a \\in \\mathcal{A}$.\n", "- Initialize $\\pi$ to be $\\varepsilon$-greedy with respect to $Q$, or to a fixed given policy.\n", "- Algorithm parameters: step size $\\alpha \\in (0,1]$, small $\\varepsilon > 0$, a positive integer $n$.\n", "- All store and access operations (for $S_t$, $A_t$, and $R_t$) can take their index mod $n+1$.\n", "\n", "For each episode:\n", "- Initialize and store $S_0 \\neq$ terminal.\n", "- Select and store an action $A_0 \\sim \\pi(\\cdot|S_0)$.\n", "- $T \\leftarrow \\infty$\n", "\n", "For $t = 0,1,2,\\dots$:\n", "- If $t < T$:\n", " - Take action $A_t$.\n", " - Observe and store the next reward as $R_{t+1}$ and the next state as $S_{t+1}$.\n", " - If $S_{t+1}$ is terminal, set $T \\leftarrow t + 1$.\n", " - Else, select and store an action $A_{t+1} \\sim \\pi(\\cdot|S_{t+1})$.\n", "\n", "- $\\tau \\leftarrow t - n + 1$ ($\\tau$ is the time whose estimate is being updated).\n", "\n", "- If $\\tau \\geq 0$:\n", " - $G \\leftarrow \\sum_{i=\\tau+1}^{\\min(\\tau+n,T)} \\gamma^{i-\\tau-1} R_i$.\n", " - If $\\tau + n < T$, then $G \\leftarrow G + \\gamma^n Q(S_{\\tau+n}, A_{\\tau+n}) \\quad (G_{\\tau:\\tau+n})$.\n", " - $Q(S_\\tau,A_\\tau) \\leftarrow Q(S_\\tau,A_\\tau) + \\alpha[G - Q(S_\\tau,A_\\tau)]$.\n", " - If $\\pi$ is being learned, ensure $\\pi(\\cdot|S_\\tau)$ is $\\varepsilon$-greedy wrt $Q$.\n", "\n", "- If $\\tau = T - 1$, break.\n", "\n", "---\n", "\n", "Since we are working with EVSARSA, we will have a small difference:\n", "\n", "It consists of a linear string of sample actions and states, just as in *n*-step Sarsa, except that its last element is a branch over all action possibilities weighted, as always, by their probability under $\\pi$. This algorithm can be described by the same equation as *n*-step Sarsa (above) except with the *n*-step return redefined as\n", "\n", "$$\n", "G_{t:t+n} \\doteq R_{t+1} + \\dots + \\gamma^{n-1} R_{t+n} + \\gamma^n \\bar{V}_{t+n-1}(S_{t+n}),\n", "\\quad t + n < T,\n", "$$\n", "\n", "(with $ G_{t:t+n} \\doteq G_t $ for $ t + n \\geq T $ where $ \\bar{V}_t(s) $ is the *expected approximate value* of state $ s $, using the estimated action values at time $ t $, under the target policy:\n", "\n", "$$\n", "\\bar{V}_t(s) \\doteq \\sum_a \\pi(a|s) Q_t(s, a), \\quad \\text{for all } s \\in \\mathcal{S}.\n", "$$\n", "\n", "Expected approximate values are used in developing many of the action-value methods in the rest of this book. If $ s $ is terminal, then its expected approximate value is defined to be 0.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from collections import deque, namedtuple\n", "\n", "Transition = namedtuple(\"Transition\", [\"state\", \"action\", \"reward\", \"next_state\", \"done\"])\n", "\n", "\n", "class NStepEVSarsaAgent(EVSarsaAgent):\n", " def __init__(self, n_steps, *args, **kwargs):\n", " assert n_steps >= 1, \"n_step must be greater than or equal to 1\"\n", " super().__init__(*args, **kwargs)\n", " self.n_steps = n_steps\n", " self.t = 0 # aka current step\n", " self.T = sys.maxsize # aka terminal step\n", " self.memory = []\n", "\n", " def update(self, state, action, reward, next_state, done):\n", " if len(self.memory) == 0:\n", " self.memory.append(Transition(state, action, reward, next_state, done))\n", " return\n", "\n", " if self.t < self.T:\n", " self.memory.append(Transition(state, action, reward, next_state, done))\n", "\n", " if done:\n", " self.T = self.t + 1\n", "\n", " tau = self.t - self.n_steps\n", " if tau >= 0:\n", " start_index, end_index = tau + 1, min(tau + self.n_steps, self.T)\n", " G = 0\n", " # \n", " G =\n", "\n", " # \n", "\n", " if tau + self.n_steps < self.T:\n", " next_s = self.memory[tau + self.n_steps].next_state\n", " if next_s is not None:\n", " # \n", " G =\n", "\n", " # \n", "\n", " state_tau, action_tau = (\n", " self.memory[tau].state,\n", " self.memory[tau].action,\n", " ) # state and action to being updated\n", "\n", " # \n", " new_qvalue =\n", "\n", " # \n", " self.set_qvalue(state_tau, action_tau, new_qvalue)\n", " self.t += 1\n", "\n", " if self.t >= self.T and tau < self.T - 1:\n", " self.update(self.memory[self.T - 1].state, self.memory[self.T - 1].action, 0, None, True)\n", "\n", " def reset(self):\n", " self.memory = []\n", " self.t = 0\n", " self.T = sys.maxsize\n", "\n", "\n", "def play_and_train_nstep(env, agent, t_max=10**4):\n", " \"\"\"\n", " This function should\n", " - run a full game, actions given by agent's e-greedy policy\n", " - train agent using agent.update(...) whenever it is possible\n", " - return total reward\n", " \"\"\"\n", " total_reward = 0.0\n", " s, _ = env.reset()\n", " agent.reset()\n", "\n", " for t in range(t_max):\n", " # get agent to pick action given state s\n", " a = agent.get_action(s)\n", "\n", " next_s, r, terminated, truncated, info = env.step(a)\n", " done = terminated\n", "\n", " # train (update) agent for state s\n", " agent.update(s, a, r, next_s, done)\n", "\n", " s = next_s\n", " total_reward += r\n", " if done:\n", " agent.reset()\n", " break\n", "\n", " return total_reward" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "\n", "\n", "def evaluate_nstep_evsarsa(env_builder, n_episodes=1000, t_max=10000, n_seeds=3, span=10):\n", " params = {\"alpha\": 0.1, \"epsilon\": 0.1, \"discount\": 0.99, \"env\": env_builder()}\n", "\n", " exp_setups = [\n", " {\n", " \"name\": f\"nstep_evsarsa_{n_step}\",\n", " \"agent_builder\": partial(NStepEVSarsaAgent, n_steps=n_step, **params),\n", " \"env\": env_builder,\n", " \"train_foo\": play_and_train_nstep,\n", " }\n", " for n_step in [1, 2, 4]\n", " ]\n", " _ = benchmark_agents(\n", " exp_setups, num_episodes=n_episodes, t_max=t_max, plot_every=1000, span=span, num_seeds=n_seeds\n", " )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evaluate_nstep_evsarsa(lambda: gym.make(\"CliffWalking-v0\"), n_episodes=50, t_max=1000, n_seeds=15, span=25)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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f/W5UVeWPf/wj119/PbZt88lPfvKA93gk8+pfBuHwL89dd90lAPHKK6+IH/3oRyIYDIpMJiOEEOLyyy8XZ555phBCiObmZvGud72reNwjjzwiAPGtb32r5HyXXXaZkCRJtLW1CSGEaG9vF4C46667Rl0bEN/4xjeKf3/jG98QgPjQhz5UUu/iiy8WFRUVJWV+v19cffXVo8450vZ9efHFFwUgfvWrXxXLVq5cKQCxcuXKYtny5ctH1cvn86K2tlZceumlxbKFCxeKcDg86joHYqw2ffvb3xaSJIldu3YVy66++moBiK9+9auHPOfXvvY1oWmaGB4eLmlrJBIp6b/Zs2eLs846a9TxmzZtEoD4yU9+Mu77GA8PPvigAERra6sQQohEIiE8Ho+4/fbbi3V++tOfCkBs2LCh5NhZs2aVtPW//uu/hN/vF9u3by+p99WvflUoiiJ2794thHj9GQuFQqK/v7+krmmaIp/Pl5RFo1FRU1NT0k8PPfSQAMQPfvCDYpllWeKss84a9fyeffbZYu7cuSKXyxXLbNsWp556qpg6depB+2ekrV6vV3R1dRXLX375ZQGIz3/+84d9nZE5fNpppwnTNEuuN/KcP/DAAyXlCxYsENXV1WJoaKhYtm7dOiHLsvjgBz9YLBuZk+9973tH3Utzc7MAxAsvvFAse+KJJ4r3t++zPTLm+863sebFb3/7WwGIZ555ZlQbDvVeaG1tFbIsi4svvlhYllVS17ZtIYQQyWRSRCIR8dGPfrTk997eXhEOh0eV708ulxt17vb2duF2u8U3v/nNYtn//d//CUB8//vfH3WOkbYc7Lkd7/iEw2HxyU9+8oDtXbNmzZjjPx5+8IMfiE996lPi3nvvFQ8++KD47Gc/K1RVFVOnThXxePygx95+++0CEAMDAwesc8899whZlsWzzz5bUv6Tn/xEAOL5558XQgjR0dEhFEURN998c0m9DRs2CFVVi+W6rovq6mqxYMGCkjn/s5/9TABi+fLlxbL3vOc9Yvbs2ePqh3257bbbhKIoIpFICCGE+OEPfyiam5vFkiVLxFe+8hUhROG9EYlESubyyDO8Lwf6hh3Od3B/TNMUkyZNEs3NzSIajZb8NvLcCXH48388bVm+fPmYfbr/d/6iiy4SHo+n5P2wefNmoShKSR+Nd9xHrj2eb/d45uWzzz4rAHHvvfeW/P7444+PWb4/Y401IFwuV3FdJEShvwFxxx13FMtuu+02AYj29vaS44+kL/b/tsfjceF2u8UXvvCFkvLvfOc7o9YiY72bV6xYIVpaWkrKli9fflTm1b8CjkmhQwlXXHEF2WyWxx57jGQyyWOPPXbAXYk///nPKIrCZz7zmZLyL3zhCwgh+Mtf/nLE7fj4xz9e8veyZcsYGhoikUgc8liv11v8/4ZhMDQ0xJQpU4hEIiVmNgciEAjw/ve/v/i3y+ViyZIl7Ny5s1iWSCQOKwjEvm1Kp9MMDg5y6qmnIoQYZWYF8IlPfOKQ57zyyisxDIOHH364WPbkk08Si8VKIgNms9kxA56M2NXvb9b4Rrn33ntZvHgxU6ZMASiaa+1rVnjJJZegqir33XdfsWzjxo1s3ry5pO0PPPAAy5Yto6ysjMHBweK/c845B8uySnaaAS699NLibuAIiqIU/WFs22Z4eBjTNFm8eHHJ8/D444+jaRof/ehHi2WyLI/azRseHuZvf/sbV1xxBclkstimoaEhVqxYQWtrK93d3Yfsp4suuoiGhobi30uWLOGkk07iz3/+8xFf56Mf/ei4Ahr09PSwdu1arrnmGsrLy4vl8+bN49xzzy22YV/2n5MjzJo1i1NOOaX490knnQTAWWedxYQJE0aV7zuP9p0XuVyOwcFBTj75ZIAx5+qh3guPPPIItm1zww03FLVoI4xoy5566ilisRjvfe97S54pRVE46aSTxjQ13Re32108t2VZDA0NFc3l9m3zQw89RGVlJZ/+9KdHnWN/zd3+z+3hjE8kEuHll18+YFTUEQ3WE088MW5ztBE++9nPcscdd/C+972PSy+9lB/84AfcfffdtLa28uMf//igx47stv/hD38oMf/dlwceeICZM2cyY8aMkrE466yzAIpj8fDDD2PbNldccUVJvdraWqZOnVqs9+qrr9Lf38/HP/7xEh+4a665ZpQmLxKJ0NXVxSuvvHJYfbJs2TIsyyr6vj777LMsW7aMZcuWFU0XN27cSCwWY9myZYd17v05ku/gmjVraG9v53Of+9wof6qR5+5ozP/D+Sbvi2VZPPHEE1x00UUl74eZM2cWrTJGGO+4jzCeb/d45uUDDzxAOBzm3HPPLbnuokWLCAQCh3xHHIhzzjmnRIs5b948QqFQSfsOxOH2hdvt5tprry0pGzF/vv/++0usFO677z5OPvnkkvHY990cj8cZHBxk+fLl7Ny586CmyEc6r/4VcAQuhxKqqqo455xz+M1vfsPDDz+MZVlcdtllY9bdtWsX9fX1owSPETOCXbt2HXE79p34AGVlZQDjsp/OZrPccMMNRZ+fyspKqqqqiMVi4/JZaGxsHLUgKisrK7l2KBQimUyO51YA2L17d/HjFggEqKqqKvrW7N8mVVVpbGws/p1Kpejt7S3+GxgYAGD+/PnMmDGjRGi57777qKysLC5YoPDiHMsfIpfLFX8/EAe69oGIxWL8+c9/Zvny5bS1tRX/LV26lFdffbUYtbGyspKzzz6b+++/v6TtqqpyySWXFMtaW1t5/PHHqaqqKvl3zjnnABQDQowwadKkMdt19913M2/ePDweDxUVFVRVVfGnP/2ppO937dpFXV3dKBPOEcFxhLa2NoQQ/Od//ueodo2YSO7frrGYOnXqqLJp06YV7fWP5DoHuv/9GZmb06dPH/XbzJkzGRwcJJ1Oj+vc+8/VkYXt/maqI+X7zqPh4WE++9nPUlNTg9frpaqqqnidsebqod4LO3bsQJZlZs2aNWZbofBMQUEg3L9fn3zyyUOOnW3b3H777UydOrXk/TJiWjbCjh07mD59+ric5/fv28MZn+985zts3LiRpqYmlixZwo033liygJs0aRL//u//zi9+8QsqKytZsWIF//M//zNu/639ed/73kdtbS1PP/30QetdeeWVLF26lI985CPU1NRw1VVXcf/995cIX62trWzatGnUOEybNg14/flubW1FCMHUqVNH1d2yZUux3ki/7T+3NE0b5bvyla98hUAgwJIlS5g6dSqf/OQnS8wdD8QJJ5yAz+crClcjAtfpp5/Oq6++Si6XK/72RiPAHsl3cMQPac6cOQescyTz/418k/dlYGCAbDY75vtv//aMd9xHGM+3ezzzsrW1lXg8TnV19ajrplKpcb3fx2L/PhyrfQdr0+H0RUNDw5iBd6688ko6Ozt58cUXgUJ/vPbaa6PStzz//POcc845Rf++qqqqov/lwd4dRzqv/hVwfLgcRvG+972Pj370o/T29nLeeee94ehmB0oAaFnWAY850C79vrsyB+LTn/40d911F5/73Oc45ZRTCIfDSJLEVVdddcCd1sO99owZM1izZg2dnZ2H9H+yLItzzz2X4eFhvvKVrzBjxgz8fj/d3d1cc801o9q07w46wHe/+92SABPNzc3FRfmVV17JzTffzODgIMFgkEcffZT3vve9JR+Turq6MTUuPT09AEWfk7E42LXH4oEHHiCfz/O9732P733ve6N+v/fee4vnu+qqq7j22mtZu3YtCxYs4P777+fss88uiYZm2zbnnnsuX/7yl8e83sjCbISxhMdf//rXXHPNNVx00UV86Utforq6GkVR+Pa3v13iJD1eRsbri1/84qgd2RH2F9KOhCO5zsGE5zfKgc59oPkynnl0xRVX8MILL/ClL32JBQsWEAgEsG2bd77znWPO1TfyXhhh5Lz33HMPtbW1o34/lIB0yy238J//+Z986EMf4r/+678oLy9HlmU+97nPjev9MhZvZNyuuOIKli1bxu9//3uefPJJbrvtNm699VYefvjhot/K9773Pa655hr+8Ic/8OSTT/KZz3yGb3/727z00kslmzvjpampieHh4YPW8Xq9PPPMM6xcuZI//elPPP7449x3332cddZZPPnkkyiKgm3bzJ07l+9///sHvA4UxkySJP7yl7+M+QwcyE/qYMycOZNt27bx2GOP8fjjj/PQQw/x4x//mBtuuGHMgD4jaJrGSSedxDPPPENbWxu9vb0sW7aMmpoaDMPg5Zdf5tlnn2XGjBmjtO2Hy9F43o8Wx6MthzvuR6uNtm1TXV1dYpWxL0c6rm+kfYfbFwd6p1x44YX4fD7uv/9+Tj31VO6//35kWS76TUNBCDv77LOZMWMG3//+92lqasLlcvHnP/+Z22+//aDvuSOdV/8KOAKXwyguvvhirrvuOl566aUS7cn+NDc38/TTT4/KsbR169bi7/D6Ttj+ifzeiAYMDizIPfjgg1x99dUlC/5cLndUEwleeOGF/Pa3v+XXv/41X/va1w5ad8OGDWzfvp27776bD37wg8Xy8SYe/uAHP1iyU7rvi/TKK6/kpptu4qGHHqKmpoZEIsFVV11VcvyCBQtYuXIliUSiJHDGyy+/XPz9SK49Fvfeey9z5swZFQwD4Kc//Sm/+c1vii/diy66iOuuu674jG3fvn1UX06ePJlUKlXUaB0JDz74IC0tLTz88MMlz8z+bWxubmblypWjwue2tbWV1BvZKdc07Q21a0TTsi/bt28vOqsfreuMxcjc3LZt26jftm7dSmVl5TEP+x6NRvnrX//KTTfdxA033FAsH6tfxsvkyZOxbZvNmzcf8LkeMemprq4+on598MEHOfPMM/nf//3fkvJYLFayWTB58mRefvllDMM4bAf7wx2furo6rr/+eq6//nr6+/s54YQTuPnmm4sCF8DcuXOZO3cu/+///T9eeOEFli5dyk9+8hO+9a1vHVbbhBB0dHSwcOHCQ9aVZZmzzz6bs88+m+9///vccsstfP3rX2flypVF86p169Zx9tlnH/B9DoW+FEIwadKkUZss+zLSb62trSVafsMwaG9vZ/78+SX1/X4/V155JVdeeSW6rnPJJZdw880387Wvfe2gocyXLVvGrbfeytNPP01lZSUzZsxAkiRmz57Ns88+y7PPPssFF1xwyP452D0fKSPP98aNGw/4fB/P+V9VVYXX6x1znu/fnvGO++Ewnnk5efJknn76aZYuXXpMN7HG4kDPxNHqC7/fzwUXXMADDzzA97//fe677z6WLVtWsvH6xz/+kXw+z6OPPlqilRuvKeWRzqu3O45JocMoAoEAd955JzfeeCMXXnjhAeudf/75WJZVEsIb4Pbbb0eSpOLHPhQKUVlZOcrf5lA+AIfC7/ePKUQpijJqx+iOO+44qEbtcLnsssuYO3cuN998c1E1vy/JZJKvf/3rxfZA6S6WEGJUiN4D0dLSwjnnnFP8t3Tp0uJvM2fOZO7cudx3333cd9991NXVcfrpp49qq2VZ/OxnPyuW5fN57rrrLk466aSDaugOdu396ezs5JlnnuGKK67gsssuG/Xv2muvpa2trSjoRSIRVqxYwf3338/vfvc7XC7XqASgV1xxBS+++CJPPPHEqOvFYjFM0zxo38HY/f/yyy+PGrcVK1ZgGAY///nPi2W2bfM///M/JfWqq6s544wz+OlPf1rUEu7LocwuR3jkkUdKNI+rVq3i5ZdfLs6bo3Wdsairq2PBggXcfffdJXNo48aNPPnkk5x//vlHfO7xMta4AKMiTx4OF110EbIs881vfnPULuzIdVasWEEoFOKWW27BMIxR5zhUv471fnnggQdGaZEvvfRSBgcHR70f923LgRjv+FiWNcq8p7q6mvr6+qIZcSKRGDVP5s6diyzLY5oa78tYfXHnnXcyMDDAO9/5zoMeO5YGbEQIHrnuFVdcQXd3d8mcGyGbzRbN2i655BIUReGmm24a1XdCiGIagcWLF1NVVcVPfvITdF0v1vnlL3856luxf+oBl8vFrFmzEEKM+Vzsy7Jly8jn8/zgBz/gtNNOKy6Sly1bxj333MOePXvG5b91oG/YG+GEE05g0qRJ/OAHPxh17pG+O57zX1EUVqxYwSOPPMLu3buL5Vu2bBn1nh/vuB8O45mXV1xxBZZl8V//9V+j6pimedTHbF9GBN39r3E0++LKK69kz549/OIXv2DdunWjzAnHejfH43HuuuuuQ577jcyrtzuOhsthTMaTpPbCCy/kzDPP5Otf/zodHR3Mnz+fJ598kj/84Q987nOfK3EO/chHPsL/9//9f3zkIx9h8eLFPPPMM0V/niNl0aJFPP3003z/+9+nvr6eSZMmcdJJJ3HBBRdwzz33EA6HmTVrFi+++CJPP/00FRUVb+h6+6JpGg8//DDnnHMOp59+OldccQVLly5F0zQ2bdrEb37zG8rKyrj55puZMWMGkydP5otf/CLd3d2EQiEeeuihw7Z9PxBXXnklN9xwQzG31v7BAk466SQuv/xyvva1r9Hf38+UKVO4++676ejoGLVL/0b4zW9+U0wVMBbnn38+qqpy7733FgMoXHnllbz//e/nxz/+MStWrBhlvvqlL32JRx99lAsuuIBrrrmGRYsWkU6n2bBhAw8++CAdHR2HTMh6wQUX8PDDD3PxxRfzrne9i/b2dn7yk58wa9asYo4cKCzWlyxZwhe+8AXa2tqYMWMGjz76aHHhuO/O4//8z/9w2mmnMXfuXD760Y/S0tJCX18fL774Il1dXWPmZNqfKVOmcNppp/GJT3yiuHirqKgoMZ88Gtc5ELfddhvnnXcep5xyCh/+8IeLYaHD4fConDnHglAoxOmnn853vvMdDMOgoaGBJ598kvb29iM+55QpU/j617/Of/3Xf7Fs2TIuueQS3G43r7zyCvX19Xz7298mFApx55138oEPfIATTjiBq666iqqqKnbv3s2f/vQnli5dOuZibIQLLriAb37zm1x77bWceuqpbNiwgXvvvXeUj9AHP/hBfvWrX/Hv//7vrFq1imXLlpFOp3n66ae5/vrrec973nPQexnP+CSTSRobG7nsssuYP38+gUCAp59+mldeeaWo4f/b3/7Gpz71KS6//HKmTZuGaZrcc889KIrCpZdeetA2NDc3c+WVVxZzqT333HP87ne/Y8GCBVx33XUHPfab3/wmzzzzDO9617tobm6mv7+fH//4xzQ2Nha15h/4wAe4//77+fjHP87KlStZunQplmWxdetW7r//fp544gkWL17M5MmT+da3vsXXvvY1Ojo6uOiiiwgGg7S3t/P73/+ej33sY3zxi19E0zS+9a1vcd1113HWWWdx5ZVX0t7ezl133TVqfN7xjndQW1vL0qVLqampYcuWLfzoRz/iXe961yEDIp1yyimoqsq2bdtK8huefvrpxVxF4xG4DvQNeyPIssydd97JhRdeyIIFC7j22mupq6tj69atbNq0qSjUHM/5f9NNN/H444+zbNkyrr/+ekzTLOZuWr9+fbHeeMf9cBjPvFy+fDnXXXcd3/72t1m7di3veMc70DSN1tZWHnjgAf77v//7gL7tb5RFixYB8PWvf52rrroKTdO48MILj2pfjOT4/OIXvzjme+Ad73gHLpeLCy+8kOuuu45UKsXPf/5zqqurx9z82//YI51Xb3uOXQBEh7cK+4aFPxj7h4UXohBi+fOf/7yor68XmqaJqVOnittuu60k/KwQhRCjH/7wh0U4HBbBYFBcccUVor+//4Bh4fcPJTzSxn1DpW7dulWcfvrpwuv1CqAYXjcajYprr71WVFZWikAgIFasWCG2bt0qmpubS0LwHigs/FghTa+++mrR3Nw8qjwajYobbrhBzJ07V/h8PuHxeMScOXPE1772NdHT01Ost3nzZnHOOeeIQCAgKisrxUc/+tFiSNh9w41fffXVwu/3j7rOwWhtbRWAAMRzzz03Zp1sNiu++MUvitraWuF2u8WJJ54oHn/88cO6zqGYO3eumDBhwkHrnHHGGaK6uloYhiGEKISMHxm/X//612Mek0wmxde+9jUxZcoU4XK5RGVlpTj11FPFd7/7XaHruhDi9fDat91226jjbdsWt9xyi2hubhZut1ssXLhQPPbYY2OO6cDAgHjf+94ngsGgCIfD4pprrhHPP/+8AMTvfve7kro7duwQH/zgB0Vtba3QNE00NDSICy64QDz44IMH7YN92/q9731PNDU1CbfbLZYtWybWrVs3qv54rnOwOXygsPBCCPH000+LpUuXCq/XK0KhkLjwwgvF5s2bS+ocaE4KMfY7QYhCCOT9Q5WPNUZdXV3i4osvFpFIRITDYXH55ZeLPXv2vKH3ghCF0M8LFy4UbrdblJWVieXLl4unnnpqVL+sWLFChMNh4fF4xOTJk8U111wjXn311VH3sy+5XE584QtfEHV1dcLr9YqlS5eKF198cVR4ZCEK772vf/3rYtKkSULTNFFbWysuu+wysWPHjgP2yb4canzy+bz40pe+JObPny+CwaDw+/1i/vz54sc//nGxzs6dO8WHPvQhMXnyZOHxeER5ebk488wzxdNPP33Q+xRCiI985CNi1qxZIhgMCk3TxJQpU8RXvvKVYkj0g/HXv/5VvOc97xH19fXC5XKJ+vp68d73vndUigdd18Wtt94qZs+eXRyvRYsWiZtuumlU6PmHHnpInHbaacLv9wu/3y9mzJghPvnJT4pt27aV1Pvxj38sJk2aJNxut1i8eLF45plnRo3PT3/6U3H66aeLiooK4Xa7xeTJk8WXvvSlQ4a7H+HEE08UgHj55ZeLZV1dXQIQTU1No+qPFSr8QN+ww33ex+K5554T5557bvG5mDdvXkn4cSHe2Pwfqy3jDQsvhBD/+Mc/xKJFi4TL5RItLS3iJz/5yZh9JMT4xv1wvt2Hmpcj/OxnPxOLFi0SXq9XBINBMXfuXPHlL39Z7NmzZ9R19uVAYeHHSt+w/7pEiEI6lIaGBiHL8qg+fiN9sS//9m//JgBxzjnnjPn7o48+KubNmyc8Ho+YOHGiuPXWW4sh9fcf86M5r97OSEIcB+9LBwcHh7cIjzzyCBdffDHPPffcQU0qx0tHRweTJk3itttuO+zdWQcHBwcHB4e3Ho4Pl4ODg8Ne9s9JZlkWd9xxB6FQiBNOOOE4tcrBwcHBwcHhrYzjw+Xg4OCwl09/+tNks1lOOeUU8vk8Dz/8MC+88AK33HLLmx6tysHBwcHBweHtgSNwOTg4OOzlrLPO4nvf+x6PPfYYuVyOKVOmcMcdd/CpT33qeDfNwcHBwcHB4S2K48Pl4ODg4ODg4ODg4OBwjHB8uBwcHBwcHBwcHBwcHI4RjsDl4ODg4ODg4ODg4OBwjHB8uMaJbdvs2bOHYDBYkgDVwcHBwcHBwcHBweFfCyEEyWSS+vp6ZPngOixH4Bone/bsoamp6Xg3w8HBwcHBwcHBwcHhn4TOzk4aGxsPWscRuMZJMBgECp0aCoWOc2scHBwcHBwcHBwcHI4XiUSCpqamooxwMByBa5yMmBGGQiFH4HJwcHBwcHBwcHBwGJerkRM0w8HBwcHBwcHBwcHB4RjhCFwODg4ODg4ODg4ODg7HCEfgcnBwcHBwcHBwcHBwOEY4ApeDg4ODg4ODg4ODg8MxwhG4HBwcHBwcHBwcHBwcjhGOwOXg4ODg4ODg4ODg4HCMcAQuBwcHBwcHBwcHBweHY4QjcDk4ODg4ODg4ODg4OBwjHIHLwcHBwcHBwcHBwcHhGOEIXA4ODg4ODg4ODg4ODscIR+BycHBwcHBwcHBwcHA4RjgCl4ODg4ODg4ODg4ODwzHCEbgcHBwcHBwcHBwcHByOEY7A5eDg4ODg4ODg4ODgcIxwBC4HBwcHBwcHBwcHB4djhCNwOTg4ODg4ODg4ODg4HCMcgcvBwcHBwcHBwcHBweEY4QhcDg4ODg4ODg4ODg4OxwhH4HJwcHBwcHBwcHhb0draSnSgDxJ7wDKIxWL09/cf72Y5/IuiHu8GODg4ODg4ODg4OBwtdu7cyauvrEK1cpx/6mz86QHWrttFz3CSisoqpk+fTlNTE7L8r6V3aG9vx+Vy4fV68fl8qKqKbdsIIQBwu93HuYWjyeVy9Pb2IssymqahaRoVFRVIknS8m3ZYOAKXg4ODg4ODg4PDW5bu7m6Gh4cJhUIMDQ2xft06ZCvP1Ek1+L1ubMvCr5rIeoqhnhwvDPShub00NzezcOFCVPXYLYfz+TyxWIyamppimWmax+ya+Xye/v7+ojZv0aJFmLaJbumsXreaTDqDLMlISEiSVBS2ZFnmkksuweVylZxPCFFs7+EKOfl8HpfLVTwulUoRi8VoaGg45LkymQxbtmyhra0N3dQBkJBAgvdd9T5H4HJwcHBwcHBwcHA4GPl8nt27dxOPx4nH4ySTSTRN45RTTqG8vByAgYEBBgcHiUajaJpGc3MzVVVVxcV2LpejdeNq1qzbwGA0ibVXeMC28Hk0LMsGQJYlFs1oRlVkOvYM0dXfR94waW/fyapVq5g7dy5z586lrKzsqN2fEIIXX3yRXbt2YQs4450XotsSAbfK5jWrSKeSTJs2jcmTJ78h4UEIQSwWo7u7m+7uboaGhrCEhSUskMHb7EVIhX7xVnnJkUPP6Rh5o+Q8FbUV9OX7KKMMv+bnhRdeYHBwkFwuh23buN1uKioqqKiooKamhqqqqpLjbdtmYGCA/v5+otEo0WiUdDrNOeedg+pVyZt5NqzeQH9XPxVlFcyZM4dQKEQikSCRSKCqKtOnTwcgGo3yxBNPkDfz6JaON+hF0RQsw0II8ZbUTDoCl4ODg4ODg4ODw5tGNBrlmWeeIZOMg22BsEDYZCUJn5mAvAaaj03r19KzZw+2ZWJaFmvXrMbnD9DQ0EBLcxN+Jc7qda+RzulIsokwLSRZxu1TcPtkoiTYnuzELWsYOcH6nV3YwsYbUCEvyGYMUqk4GzdvpKq2ilA4RCwaY+fOnbS2tjJr1iymTZuGz+c77Hvs6OhgZ3sH6byJLxCkeyCO1x8gkc7T1tEJwmI4ugpJkmhsbCyazAFYloWu63i93kNe57nnnmN3525M28SyLUxh4gv6KK8oJ1wRxhIWslQQUJpnNNM8oxkAYYuCdkuiKPAl9AQJPYGRMdi6YyuCQh2BIK2niaVjdHR20DKppShwDQ0N0draSnd3N9l8FssuCHuWbSEQbOvZRnlNQYC2VIucnaNnsIehZ4aQJAlb2NjCJlIZIdQQQiCwVRvLZeH2u5kydQrhyvBbTqO1P5IY0SU6HJREIkE4HCYejxMKhY53cxwcHBwcHBwOkxF/FUVRSsqFEOTzeTweT0ld27ZJpVKkUikMw6C+vv6f0s/lrcTAwAArV67EyiYJeBSaasoI+b2E/F4M06K6LMiOrn56hxN090eJp7JIkoRpmWTzBoqmEAwHUBWTRYvr6eiI4fWqBIJufD4NXbfweNSiudzIQj2T0enaHcftVgmG3ARDbizLpn3HMKrLRfPcWbh8Pl77+2rig3EyqRyqplEWLmPatGnU1dWhKAqKotDY2HhQAcCyLB577DEGYwnqJ82gsWUa+VyW/u7dANiWyfBAH8P93Ui2RSQS4cRTTmTipIlIkkR0OMrfn/474XCY+vp66uvr0XWd4eFhhoaGOPnkk5FcEik9xcbNG9mxZQeRqghlNWWUV5fj8rgO2LbxkMvkSMVTuD1uXB4XiqqQSWVIxVIko0mqGqqoqashoAWI9cZY9eIqTNtE1mTKqssIRAL4Q378IT+qVqrbMXSDnvYeejp6sG0bb8CLntXJ5/JUN1YTqYoQqYwgKzKaSxuzfbMrZr+h+ztaHI5s4Ahc48QRuBwcHBwcHEbT2dnJ6tWrqaysZN68eQSDwePdpCKpVAq/319cHG/dupW1a9dSXV1NU1MT9fX19Pb2smXLFlSXyqLTFuFSXHhUD0/95SmSyWRxBx7ArbmZPHky06dPJxAIHM9be0tgGAZDQ0Pouk5tbS0ulws9m+EPD/2OVDqN3+PG53Hh97lZvnA6slwQrB7426tkDQMhbOyCngVNU/D7NRRFRnMpVFcHCIaOvvC7dcsA2axBKpEnlTYwLXC73Hh9XtxuN6qqcunll+Jz+Yr3uK9/04gp4auvvobmCzJ98RIMI4+QYcea1cXrCCCTiGMZOqqqMOPEGbTMbgGgp6OHra9txevxosoqiqQUND/CxhIW0xdNJ1ITAcA0TGRZRlaOj5mdZVrs3rab8tpyQmUhJHl8mqgR8WPPzj10bNoBlg6SDLICkoLmdqG5NWaeOBOPr7AR0tnayVDPEP928b8ds/s5HA5HNnBMCh0cHBwcHBxKsG2bbdu2kUwmqa2tpb6+HlVVicVirF+/nmkzpqEFNXRLZyA3wEB8gFgyxu7O3UyZPIXZs2cXI6DtqzV6s0gmk2zcuJH2jnbmnTiPcHUYwzYYsodI5pNkujN09XShSiq2sNEtHVSoHq7G7XVjmRY9Qz0IBIqm4PF7sC2beCrOxi0byWQzLDtt2ZjX1nWd/v7+YmS1E0444U27b9M0GRgYKAoBqqridrsJhUJvqklWJpNh27ZttLW1Yeo5EIITF8wlmUqyq30n2VwGIQviepqEnsGT0+jXoxi2QcrMEqzSEAkbj8dNWbmP8nIvqvrmCBQzZhZM5SzLprsrwa6OGNmcSTqdxOWT0fwK7dFtaKofl+WidX0r8VgcTdNQVZV8Pk97ezu6aeL3qXTsfIX4QBIhwDJMVLcL1e1Ccbsoq2gg1T+EpoCRN4oauaG+KLKiICSBK+Qin82juTRC4RCBSABv6HVTw/01SPvSvqmd2GAMj9+Dx+dBc2kYukE+m0fP6UQqI0yYPuEN9ZeiKkyaPakgeLXuJpfOMWn2JFzug2vZRp7HmpoA/W0WPp8Ht1shHsuTSqUxjCxGWkJO94HpBmFjxgZIDw1j2/Zbzo/LEbgcHBwcHBwcSpAkifbd7fT397O9dTuaqlFWVsbg4CC6rdOb7GX2yQWzHiWoMG3RNPp29xHrj7F522ZaW1sB8Hq9XPCeC9DkgmlQX19fURAYWXCN/FeWZXRdJ5lMkkgkWL16NUIIQqEQjY2NeL1e0uk0iUSC8vJyFi1aVGzvH/7wh+JiVZZlUqkUuqWjWzodPR1MKpsEQLgqzMIzFjLcN8xgzyCpWAqX20XjtEZqJ9SiqAVTQ0VVWHzuYiRJKpo1CSGID8bp2tGFHbRp72+nqbKJXCbH4OAgiUSCvr4+BgcHi740kiLhmeAh5A5R5i7jxWdepK6ujpkzZx6VBeO+JnNCCP785z+TTiZA2Ox1zgFJIlJWzsyZM2lubi6a2mWzWWKxGJZVCERQVVVV9BmybRtJkg4ppAkhipoKwzDo6uqir6+Pzt27yWVSaJKF3+PC59Ho3r2Vjp5BDNtC0SRqagJUVvowLRvLEgzpcQByOZPBgQyZbCGog+ZWKa/w7W2XIJPWCQSPvVmnoshMaI5QWxuguztBPmdSVx8gHPFAtIPWrjxd3XH0rI7b4y6Yq1qCTCqDbuq4fC6aW7wko1k8ioGeN1EUGWHpWFkTM5dDlxWqZ7YwsK2dod5hkokMOUlBRCLkuwawdANrOEF1YzXNM5pxe93Ffs+kMsT6Y8SH47g9bqqbqgmE99G62oLqcoWetmEyUQC58DwgQNhIEkxsqRx137ZtE+2PYpkWkcrIAc0ThV1oQyaZIZ1I07+7n2wujwDSiTRzTp4z5rFCCPbs3ENZTRk+KYuUHmDazGpWv9JFOOxm+swqVFUmnzcxdAtNZCGfA6Cm2kV5pOot6c/lmBSOE8ek0MHBwcHh7YJpmnR0dNDW1kYmkynm5WlsbGTCxAn0ZnrpGeyhq62LVCxFPpNHkRUs26K8rpwJ0yfgC4wOJBAfitOxpYNULAWA6lI56R0noUoqfs3Pqr+tIpvOjjpOCEE+l8fjdmHbJpYwGRgYxrZsZEWhqroCSVKw95pVBSIB5i2dVxAKkHjuT88VhAQkbMvGMA3KasqYNHsSobLCN7twrteFnGwqCzLoGZ1kLEl8KE4+k8fj91BeU05tc23xuMRwAtMwifZHiQ5Eyed0JCAYDuJ1e0lH01jCwrRMTGHi9XsLvihVEcIVYZLRJJ2tnXTv6KamuobK8kpOPfVUwuFwcTxaW1uLa4zy8nKqqqpG+ZpBwT9ox44d9PT0kEgkuOC8FUhGGisd4y9/e5aOPf1AQaiqjARQZBkLBc3rp75xQtEXKJfLYQu7aKo2c85Mqquqqa6qpr+nn5dfepmmpiZmzZpFJBIBClEBBwYGaG9vJ5fLUVVVxdatW5EkCY/bxZ7ublRZIpcrjPHCuU3UTPBhCJN4LMfAQIpIxEt5hQ95DNOzfN5k4/pekmkdSVXweDXCFV78IQ+qImGk8+xqixIMuKiq9lNZ5cftfvN1B0IItmzqJxrNY6JimjbCtgtaOCGQFJva5jC+wOuCoWXZ5DMGueI/HVlRaJo/mXjMxFNeTs+mHViGgRAgyRLCtjFzedxuDbemUjOhhsYpjcSH4rSu2b434IgJkgKyii/kp7K+kqaJVZDsRZg5YrEcuaxBLrdXgHEpuN0qHo9KWbkXyVcB/irSyTTDvcP07upFz2YBAZKCPxxg5okzi8Lerq27iA3GyCQy5DJZcukshmEhAMXlwlsWQpNg4dK5xAZjyLKML+jDF/SRz+bZvmY7vbt78fk1WmZVomgKQgja1vciS+BxqUyeUk5V9YFNdmfPuOQYj/D4cHy4jgGOwOXg4ODg8FbHNE3Wrl1bWDDrOQzLKEYxkySJSVMmUTutFhu7eIwQgmwqS2I4QSASKN1FPwCWaSHJUomWxLZstry6hXQ8XdSKCAQISMVTGLk84ZBGIOjC7VYRtsC0bGxLEA570E2Byx+iuytORV0FE2dOxLZsTMMkPhQnOhjF4/WwZ0cXtgBFVVFVBV/Qh57faz41ezKmLVAkWP30KhACWwgsW2Dbhf8qskTVhFomzW5BkSWMXJ61fy/43li2wDAtTMNAWAUtUDDkx+N1ESwLYhs23R3dCFsQqYoUjjEsbNNAWCZ6Lo/Lo+FyBfC6/cyZPYdYLMauXbuQhQV2YfGcymRZfsaZeLxeLMsqBvAYHh6mo6MD28iDZYCwOHFmM5Zts7Wjh3g6iyHM4vjNmllDWZmPvp4UuaxO70AWIatYQGwogSdQMJU0dAOv34OmqciqijfgZaBrAL/Pj9/jp6GhAZfLxdq1azFMA59fQdgWFVUBBgeSSEIgAalkHk1VUF0Ksgq1dUEqKnwEQ+4xBax90XWLjet7SaTySKpC05QKNFepwDncl2KwJ4ksgSJJyLJEKOwmGHQjBLRMLi95bo+lJiSd1tm6uZ+ePUlsIZBliZq6IIqm4C/z4huHFs6ybJSRTQBJoW1DD5ZpU/DwkhGygmVLGDkdRVPxeTUmTa6mttrLay+2oqoyti3QdYts1gAkJFlh+oxyGuqDSCrsyvSxJdHB5kQH/fkoc8OTOaNqIRN8NcV+ak/GeH7zNkJ2gDI7iEeVcbsVUikD2aUwc+kUwloACcGG19pIDKdA2KSSeQzTwhagagqB8gC1UxuwDIu62hDrVm+iO9dHVIoxLMUwbYOW2ETK9DJ8QTeT59SgaoUx1vMmvbti5DMGmipTXu6lstJPebkXRZNIGGmiRpKoniJUNZP3THnPsRnYw8ARuI4BjsDl4ODg8PYjnU4jSdIRhX1+szFNk3w+jyRJKIoy7mh52Wy2aCqmmzq//8PvSaQSuP1uqhuqCZQFELZAz+n4Qr6iRmiEEYErnUgTrgi/4QhoY5EeGmLzi2tpmVJORcWBx2JgIM32rYOguAvO9YiRRiJsE0W2yWQNFFUhmTCQFBlPwAdIqD4PjQtnAWCbFrtf3YhtmiiaisvnJZ/OYGTzuAM+wo21hOsKvjymrtOzYTumXhCyLMNEUQDbwjIsFJdG4+xmfAE30T2D9LT2YOQNXKpMMORBksDlkimv8FFR4cPj1djRNkQ8bhEbzgI2mipTUxWgqtpPPmvSumOQ8rAfSdEQiotkKo2hG+i6jltTqK8MMmVCFZVlAZ55tQ3bttFtA8Ul0dAYpqzcCwI0l1L0fcpkdIaHsiiKhGFY7N6dQJLVgvmhsHG5ZIQtiCfyqC4NGwXTMJEkGayCZs00DVQFJk8pp6LSD9gkkzrxeJ5MWiebMaitC+IPuKiqCdLdFae3J4mqSJSVeSmr8OHSFHTdxLIE9Q2vP2sb1vUyHM2CItE0tQLNNbbmyjJtEtEsyViWXEpHliVG5Kp5ixtBAo+m0Ls7Rl63qKjw4fVquD0qmia/ISEsnzdJJPJEhzMM9KUxbBvDtHF5NBRVonla1aFPcrDz7zWjRAIjb5GMZUnF89g2uNwqLrdMw8QIAa8LwzR5everPJ96jbSURWDv/V8hyIiNDQe51XqlirASpMvuJWlmiuWqpNDkrcaneujLRhk2EtjYhKUgU+yJnFIxh2Z/HZKmkkrrZFI6kcrCHBvMRWm3d9OR66Yj20nUTIx57al2Cxc3n0uVp5D3zLAN8raBT/Yw3JdmuK8gVPeovWzWttMu78YSdsk5Xnv/a7iUo/8uOhwcgesY4AhcDg4ODm99bNvGwiJn5lAkhddeeY3Ojk5mzpzJ/Pnz/ykdsYUQbNu2jfXr1mFZJgA1NTWcddbZcJDFo2VZrFu3jvb2dpa9cxkpM0XWzNLf1Y/m0sjn8nRs6sAWNlPnT6Wq4fXFohCCge4BBvcMkowmMXUdhKBh6gQmzpx4WG0HSha5tm2TTWVJxVKUVZfhki1IdGGb5iEjrQkhiA5n6WiPks0aKIpUjFrn8bnAraDnLVSXzJ6dMUzJhTsUoHLyBNwB/6jzW5ZFZjDKUHsXQs8h2QZCUhGKhr+ynJoZhahxqYEo/VvbkGwDybbwBjQ8Plcxl1FFTQDNrRZ8a5I6u1sHUWWJ6io/LVPK8Xq1kj4QQrBlcz/tO6KoqkxNXYB58+sKUfpMm472KLmsgaCgGezpTQMSCIvq6gDzF9YVNSNrXtuDLENNbZDqmkBRk5RK5XG5VaIZk3K/RjqVJxLZ66Nl2cTjeVKpPB6vRijkRlVl1ry2h2Qyj4XA5dYwdYt8zsQybTRNIRx2M3lKOaZpMzCQJhHPF7SDQiBEQWPZPK0Kt6/g9xYbSDPYm8S27KJGaq8XEQDzlzRg2xKWLehoGySV0mmaUoFrnGaChm6Riucw8oVnp3zv/du2YOemPiRb7BXICtdVFIlA0E15uZeGxvBBn7NcrmAGGY548Ho1ENDTl6J120BBK2oJ/GEPFXVBPN6xw5cfDWxbkMvoqJqCy61iCZs1yU08Pfw8Q0bskMd7ZDfTAhOo0auRkiptcgcdcie29LoAo6JQ761kQI+RtfKHPGdEDTHVN5FpvolM8NSzI7ub1xIb2ZHdXVJPQiJCmLAZoswOk5TStGk7AVAkhQotQtJMkbXzxbbWuCqpUCJ0ZLoZFrF9zgVhLUBYDdBcMY1bTruFsPvAY/hm4AhcxwBH4HJwcHA4tgghSKVSxyysuBCCJ554AuEW1E6rxeVx0bqulYHOAbyql9qaWpYuXTquZKOHQ3d3Nzt37kTTNE448QQyRga/5mfNa2uorKykubl5TF8dKGjgXnrpJfp7e8DIIu81FaupCHHGknlQNhGh+TAMA5fLVbzPPXv2sGrVKmKJGCYmc0+bSzBS6FdDN9ixfgdDPQNgFhY6qtfPorNORHWp5DI52ta3ER+IFkI12zayLAiFPcxaPAMpWI1lWchyQVsQH4qzZ+cecpkcRt6gZW4LlXUFZ/zhvmG2vLIFoGhiKIRAWBbYNtNmN1AVEXuDPBwe6VSejvYYqkuhoiFEVrdKfk/GsvR0xLBkN6rXS6C6nEBVOS7f6+Mb6+5jeGcnkpXH61WoqA2QjGZJxHKUNVRR0ViJbOYws2m62oYIlnkJlXsPKRCkk3m6dwzhUhUmTy4v0eSMjFE2azA8lKWszIs/cOCdesuy6e9Lkc0Y1DWECov/Q6DnTdas3oMpoG5SGfHhDKmhLJMmldHY9PoidV+zO9MSbNo6QHQoQ01TGH/IzVBvisGeBB5NYdr0SqqrA/T0pmjbPoglCmaY3qCbYMSD5lYLQoFLKQkNLoQgnymEWU8ncggBqiajagrVjeGigKjnTVT16IU3z2cNEtEs2ZSOYViYuoUkgSxJhMIe5s+vQ1UK1+7tSeLxquTzFvFYjngsRy5vYtuC2qYQ4Uo/hiXIZQz6u+O43CqRCh8e/9HXsORtna5cD2krS4WrjCqtDE3S2JPv47XkJtYkN5Oy0gD4FS/LIycxw9+CIinIyCiSjCzJ2KbApWl4ZTeyJNOzK0oqlkNzq1geg53yLjLZHOX5Cqb46zhxcRO2Ldg20MOL27dhCgu/7afCXUbYF6Bb28M2cwfb8jsxhDFm2yVgkreJyd4JTPQ2McFThxsX+ZxJPmtgWTbpYJI/D/2dtuyuQ/aFW3JxQnA2J0cWUOuuQjMFu1qHuOBd76W2tvZodvsR4QhcxwBH4HJwcHA4Oti2ja7rWJZV0DBkMnR2dtLZ2YllW1x00UVo6tHfMe7s7OQfz/6DvJ1n0dmLitHnBnsGaVvXhipUQv4Qs2fPxuPxUFdXh6aVtmMkuls0GiWbzVJfX39Ac0TTNFm9ejWtba2FsOMKLD53MbIsk46n2fj8RjRZw+v2MnfuXBRFoaqqqhhIIRqN8vRTT2Hm0wgjTyTow+NSyRsmumHi97o5Z8lstg0YbGzbjRCCRCJRiNCXz2MJG82tcuJZCymvrgBVZdPLm0jFUpi5LJKtM6E5gmnaRMoDRJqnkM0L1j67FlvPIQuDhsYwkYiHRCJHWVUAG9ACFbRtHSQZS+IP+UkOx/f6E9kgBC1TKqir8wMwPJRhy+ZCEId9URQJf8BFQ0OoGIFuvNiWza6OGHv2JDAsG1vApFnVRV+QfUkncuzpiGHZEsgqQlYom1BPWVMNspnFzqboWr+DSKWP8ppAUfgwdAtZllDeQCjyaH+agT0J3KrM3Pm1hMOF8PjdXXG6OuMYhl3w/ZEkgiE31dV+ysq9eDyvP3NH4ockhGDThj6GhrPILoUJ0yqJ9qcY6k3hUmWqq/3IklRY/KYNWqZWYGsy2byFZdmF4Af7CD3JaBaPTyMYcKObBV+h/q4E/pCbUJl3zH7/Z0SM+Dol8yiqTLDMi6YUNF9b1/Qgy4XNANsWWHtXxh6/RqTST6js0Jswhm3Spw8SNePUuaqp0CLjGjshBO25LtYkN7Mr20WvPljwbdwHn+whY+eKf/sVH8sjSzg1cgJu+ciFPiEEqXiu4H8VcmFbBT/FwZ4kvoALr981ag7otkF7tpPtmQ5aMx306P1UamUsDs3lhOBsyrRDa52EEHTme8jbOiElQEgNoEkqA8YwffogffoQYTXIguBMPPLrptO9u2Nkknk+cvWnihtMxxNH4DoGOAKXg4ODw5Gxrw8RwKpVq2hraysuKoQQmMLEtE1kVebE009kVv0sFPnoLeSEEPzlL3+hd6iX2pZammc0l7YxlWXra1vRUzqqXAhZfvIpJ2NZFh7NQ1dXF3v27CmYJFpWMbKbS3UxadIkFixYUOJTFYvFeP755xmKDZG38tQ211LVUEUgUljUG7rBzo076djSgZEzUGWF8kiIk0+Yy8zJE0DYDEZjPP6357Htws68LdlYwi5oiBCUV/iZN7ueNWu6SaUtBoYTCNsu3q/Ho1BVE2DBwvq9rZJ4+cVOTNPG61WYNqOKwL6aFUlGeCvY8upWLNNgytQKPB6V1m2D9PalcAfc1E8qQwjB+pe7sQwblyYTCrqoqS2E+NY0BbdHLfoN2bbAMkfavFeAQMLlVo7Ilyad1tm2ZYBUWsewbPxhD1X1oYNqnGy7sKhMDGfJJPN4gx6aJpe9/vt+0QuPFkII+jrjJIazTJ1VTSDoQpYk+nuTdHbEQCr45eg5sxAEQpbwuFUWnthYNNPb0xFDkqFpQgSX68DzwTQscrmCX9TwUIaurjiGLWieXoXLU+ibod4kQ70pFBn2xipBAIGwh7qJZQc899sBW9h05Xtpz3YhELglFy5Zw6/4qJTKyPXa6FkTRVPw+jUsv0nelcPAwLANdGGQsjIkzTRxM0nGzvL66lkQNRMM6EPY+whKYTVIi3cCDe5q/IoPn+zBq3gZMaoUQEe2i1cS6xkwhkvaG1aDhNUgQ0aUtFWI+KhKCrP8U1kUnM30vRqtfwYM20SVjmw+Hy5CCEzD4sIzrj7m1xoPTuJjBwcHB4c3lRGtldvtLn54dV1n3bp17NixgyXLl6AFColy4yJOykghyRKyIqOoCpGqCJV1lYQrw8iyzK7ELgJGgHQqzcSJEzEMg3w+j8vlGnewiH3p6upiODaMkAX1LfWjfvf4PUyaM4n4QJxMMoNpmKze9GrBrE6CdDKHntMLyykJXG4XVQ1VJFNJ2jvbmTFzBvF4nOHhYZ599lmy2SyWbSFpEjUTapg0e1KxX5LRJLu27SI+EMXvU0gZeYRtk0oliPZ3QW1BE+JHx6XJZA2DvG0SjnioqvKjaQqqJuN2q+SFzvS5FezpTqB5bHw+jVDETSTswesr3QEWwmb23CpMwyYUco8WMoSNlBlg2rQyFKVg/rerI0pffxrDElRX7s2FZAkCAY34UAYJicamIM0TyxkLWZaQDyIojBchBD17knTsjKKbFigyDS3l+EOHTqosyxKhMi+hMi+maWMZpaaHx0LYgoLfWk1TmGDEgy1LpPOF62p+F01TK/B4NSRZwjQsEtEsieEsqaxBTyy7Vyi32NUVQ5Vl+vtS1NYG8fq1wvirMn6fVtQuDQ5nad02uNc5SqBbgpoJ4aKwBVBRG8TlUclnzcK4yBKyKuMPvbGcVmP56b1Z2EKQsbJEzTj9+hAD+jBDRgxJAk1S0SSVuJliR3ZX0U9oLLyyh9pQJbowGMgOo2fGNpk7FD7ZS5kWojc/QNxMsia5iTXJTYc8ziVpzA/OZKZ/MhM89YTV182qM1aWYSNOhRbBq7z5ScQPhSa/eaJEIS/eW1N0cTRc48TRcDk4ODgcGF3X+f0jv0dTNSoqKgiHw7S3t5NMJ8lbeSbMmEDjlEZgfElVc5kcG57bgCY0FFkpJBVFIEsyTU1NzJgxg8rK0Uk7x2Jf7Vbd5DomTJ9Q/C0VT9HT3sNw3zCmrrP41Gm4FQPMHD17YgwNphGi4F+Sz1uYpl1wwpdlTjljJqm0hWHLxIYyDHQPIWyLoYEoQgg0TcYf9KJqKqecPb8QVU/W2Ly6jWjvAJIwqasLUt8YYveuGIN9GbyKm/NOnYPmlUlbWdq6++nqidE8MUJoHMLF0SKXM+jvS7NrVwzdtKhpihDex/RP2IKhvhTDfSl8boUFJ9SPy7foSBFCsOrlLlIZA1/QTe2E8FvGlO2NkEnlGdiTJJ8xUPcGnCjkM5aYMKmMYLmXnGmRiObo7YwjSxLSXgGzvObQ4fv3xxY2SStN1EiQsTJM8DQQUEtNPg3bYHN6B7tze+jO99Kd70OVFC6pXsHcwPRxXyttZenND9DoqT0ss7jt6XaeGn6eqBknaaZLUhgcDI/sZrJ3Am7ZhW4b5G2dhJUapZmCQrCHsBrEI7vRJBWXrOFTvEXzN7/iQ97n/RVQ/NS7qwkpBQ22bhvsznWzI9tZ1FJlrCxZO4egYGArIRFSAywKzmFecEaJ6dy/CpJt4tJTuPQksm2SDDZg7xN5ULYMKoa2UBHdjmLpyLaJbJvURWrhil/tjVR6/HBMCo8BjsDl4ODg8Dq6rrNlyxbmzZtHPB9nOD/MulfWMdg9iCIrKJKCaZu4/C5a5rQQqYwABWFr00uFHd/GKY1Eqsb2cxBC0LG5g572nsLfCGRFRlgCBYWqiiredf67ilEFDcPANE1yuRyZTIZ8Pk8kEqGsrIzOzk6eefYZ8lKexWcuRnWpWJbF7m272bOzG0wDbBNVhekzqogcxF9DiIIfiJ63CO6jGdi8qY90SicQcKNqMoGAC1WVCwlRBSVBEzZu6MXlUpjQXIZnrwZCCEHnrhhdnQmmTKmgui5QLIc3T3tg24K1q/eQyRjYtsCwBeU1ASrrRgcyEULQtWMYPaNTXuZl7rzaQ7ZTz5torgObH9m2IJXKk0zkSad1pkypJGfaJPMmfT3JQqSySt9x0aYcL0b8bNKJPKZhY5kWlmkTKveNOS7jZdiI0Z7t2uszM0i/PsSwES8RYBRJYX5gBksjiwgqfl6Mr+Hl+Doy9ujk1QDnlp/GOeVLS4SR/RnQh3k29gqvJjZgCBNN0pjln8KC4EyqtHJSVoa0lcEQJlN9EwmphblgC8Hfoi/w5NCz7L9wDSp+qlzlVGsVVLjKkJEwhIkhTNySi8m+CTS4a1Gk0dpM0zbpM4boyw/ill1Uucop1yKo/yQmewcjm9YZ7EmCAG/AhS/gwuN3jZnzzNAt9LyJ9wC/H4gRs2D1CELqW6ZNPmeg50z0vAVCUFblpyLXzbyNvySQ7iu9lqQQC08kWjYFTy5K9cB6NDM39sn/owdcxzedhyNwHQMcgcvBweFfmZFgEZZloWkaK1euZGBogFmnzsIbfj3UdDqRJhlLkk6k8Qf91E6sHRVqPdrZyebXtoPiIhAJ0TStiUhlZEzTLj2nF7RFewNctG9up31zOy6XzAmzJ3Di1FnIngibd3azbuPmYuAGsEFWCQRD5HI54pk4DdMamDBtAsN9w7RvaieXTIGVp6LSR11dkFDIXRJd7XiQyehoqjIq4eubdv28xfp1PaRTOh6/RijiPaiAY+gmHVsG0GSZ2XOrKS8vLIAs0y6YjO7tT9sWdHfF6dwdp3lyOdXVATRFIp3Wad8xjGnaGIaNYVjFJMS2ENRNjOAPH92okW8mnbketmfaafY0MNk74ZgKiraw2Z3bw/ZMO0NGrCi45G2dkBogooYo08IkzBQ7MrsYNuNjnkfeq91R9wYxGIuIGmKmfwqN7hoaPLW8ltjAs7FXAZgbmM75FWfgkjVcsoZpm3Tl++jK99Ce7aI1014UmLyyh6x9gAX13rbM9E9hUWgOryTWsyW9A4CTQvM5KbyAoOInoPrfEsLR0UQIwVBvQcOsSRoSYIlCyguAyvog5dUFQTUZyxLtT5NNG8iShOqSqZ0QwbtfZMzBniTmXnNbIQpzWM+bGHkTCYm6SRGCkYPPRduyQXp93g/1FNooISFLEkKAlh/ilMTTzBZbkRHYkoyhFdrq1kfn7cq5I/RVz0N3hbBllbjpYcmsJbDw/aAeX62g48Pl4ODg4HBU2bBhA5s2bsSyLJKpFEISaH6tJJeLrMgEy4L4w37SiTRuj3t0XisjR0BOUV/no7cnSWpIZ8uqBJKs4A14CVWEmDxncrF6PpsnPhQnPhQnMZTANnW8LoHXA4ZIsWuold6ONNFEBvJZPC4Nj0fDpWkMxVKkhjPkgcr6MhomVIKRo7t1F7l4DJcGk6dXHXaUvGOJz3f0Im+NaOPc+wSU2LZ1gFzOpKraT21tEFmWisJR1rAZTutUNYap1eSSSHUHQnOpVDWE6O9KYMkyyZyJIkv0dSfo60kSjngIhdz09ab2BroQdPemsN0qkgTJwQwDQ5m9OZwKbVZUGe/eCGma+9iZKR4rLGGzMbWd52Kv0pHrKpY3uGtYFjmR+cGZR01ASJpptmV2sjW9k+2Z9gMKL4NGdFSZjEyjp5YGdw01rkpqXBVUauWE1ADyXk1QZ66H52OvsS61BVNYTPE2szSyiFn+KcU6AA1VNdS6qni4/wk2pLaxIbXtoO2e6ZvM8rIltHgn0J3vY01yMxtS28jZOQKKH7/iwxQmXfleNqVb2ZRuBQqBIy6uegdLwvOPtMveFghbkI7mC3mrKsqIhALEEiniyTR5XafGX45PdZGz82RMHTsLPsWDqijkDZ3OtiFCFV6q60PIiowqqfgUL339rz8nEhKKpKAphffp5KomknaSrJUnk8qDoKhN0/MmsYE08eEsE5qrqK0swyu5qQ7CluEcPq8Hr8+H2b2eZLyPjUxjq2c2kcUnYHlDCCHR3x2nwpWlSd9JRXwHpupjT9UC9ij1+EPewgaOJJPoy7F40dX/lDkTD4aj4RonjobLwcHhrUpfXx87dxaSTQaDQebMmXPAurFYjEwmQ0VFBaqqougJyAzTsWs3z6/dymAsRd4wQZYIloXwhwMEIgEmzZqEy+NCCMGrf30VPZtDkhVqJ9bSNKWJdDKN26XiNfrBLjikG7pFV1ec/r4UpilAkgmWBZh30gyQFJBVXvnHevRMFoQFtoXbrdDUHKG62o8kSezpTrB7Zxy/5ubUeVNprC7bmzy2sFO7sbuTvlSsJPdQ67ZBVFVmQnPkDYX9Phh63iyGFd9Xq2GaNvm8idv9eiQ/gGQyj6rKuNwqiiRh2YXcS+UVvhKBaSzSaZ2hgTSmaaMoMspeU8bBgUKunilzqjH3Kv5aN/WRzxb8gXw+jabmCH09KSwhKNsnJ9Lhkk7m8QVcxXvt2jFEJplHlqTC/QgBikx1Q4hgxFOsl0vr6HkTRS0IeMre/EyH0gSNRD3c13TNtE169AE6cz2krAx+xYtf8eKRPQwbMXry/ezR+8laOerdNTR5amny1FGplRNQfCUCxJGQsbK8HF/HC/HVxMzCTr2CTItvAh3ZLgxRSFodUgKcFC5oaPYNjnAgLGHTmdvDnnw/eVtHFwY5O0d7tovufKlJllf2MM03iUZPLX7FS0Dx4ZJcJKwUUSNO1EzgkV1M9jYzyds4bt+prJVDF8Yh29uR7eKh/icYNmIYwihqsqq0cho9dTS6a5jhn0y1q2Jc1+3LD7IqsY7XkpvwyC7eX3sRjZ7jn3/peGDoVmGeyDJlWggpq5DXDWoqX48wKYQgl9fRNBV1b26/XF5ncDhOVUUEWZbYsauHnoEhdNugaVIlzdU1+BUfubxO32C0EEVRAlVR8Hrc+LxuXJr6+py18ry0Zgs5XUdIohBpM2uiAi7LYLo/yQJ7Pd6hTai5Ug2pAHbRyEvB86F+Os2Tq5ElGUnAq6+1YQkLSYFQmRfbFiRjObBh5rQmassrcMsuEqkMM09YdsB0HG8mjknhMcARuBwcHN4qjLzW4/E4a9eupXtPdyEPFBCKhDj97NPxa358mo9YLFZ8t61fv57Ork5s2yaZSDK9pZnls2rJ5PO8urmDvuEEOVMnZxmEwm7SKQMkCUlWOfnsBciaBkaGLavbiA2nsG1AcSG79kYuNDLMmbNfKPK97dXzFqm0jiRRNEsTQrDmtT14vRrhiIdIxIPXp5Usxm1bsG3rAPGhHB7FjSLL+Dwu0tk8zRPKCNWrb6q/j2FY7GgbZnAgjQQoqswJixuKIb03ru8lGsshS+D3uwiFPeh5k8HBTCHEeVMYJMin8nTvjCJLEi6Xgs+n4fO7cLkUZFmivMJX9P/avKmPgYFMMcz+3tAKWLYAWWLi9Eq0vUJbJqWTzxoM9aXAslEVGWELLKBpagXuoxT4YiTZbTqZJ5vWcXk0KmoD49KaHYxhI8YriQ28lthI1Izjkd14ZTeapDFkRLHGGUBhf2QkAoqfCi3CaZHFzAlMLwpzlrBZn9zCpnQrujAwhYUlrIJWQC4IdbrQWZvcUhSq/IqPU8ILOCV8AiE1QNrK8lJ8Dc/HXiO5N2ntiLlcQPGRsjJkrCymsPaGBA/gV/zsyffRlt1F7iAR9hrdtUz3tzDD10KTp35MP6XjwUi6BwBNfmPP1VgC9j8bubROdDBDJpWnsjZYEmTmcBB7BY1cRi+WWZYgGc0yobGKWbWV+OIdGL4aTF8VHMF4D8eStLZ3EQr6mTllwqEP2IdcXqd9VxeJwT7MbBxZT6GYWeqt3UxnB3X0F7PuCUlByCqyVXh+bcXDwLyPMdRwFsIWuFwali34806D7e3dTPWkCKjmXtNICVVS8LhcTJ5QR/U+guXUBcsO+56PBY7AdQxwBC4HB4d/Vnbs2EE4EkZ4BS7FRTqaZtVLq8hkMuiWjiEMaibU4Pa60VwaNRNqAFB1ldf+/hqKrJDJZhCSwMIik8pgGQZVYS/vOGkWiibzx3+swxQWXp/GjJlVeH0apmGRSunk8ia1ta/vfBuGharKxGM5OjqipFMmyDIBv8LcebVHrEU5ELYt2LljiP6+NIiCwCEhobgkFpxQh/YmRbMbHsrQ1jpENmdiWIWFvyxLzDqhHlmSMIVNd3uMZCxXyP0kSYxYxVi2IFjmo3ZCGEmSSMVzDPWlyKV1JElClkCSXhemps2sIhjxktUtBgfSxKMZXG4Vsdf/SQiBP+QhEPaM2d+2ZRMdSDPclwJJonFyOV7/8U8kuj9xM0lXrpeufC87s7vZme08aH2f7KXRU0uZGiJj50hbGTJWjrAapN5dTZ27Gp/soTvftzfKXh9xMzEqCEODu4YVFctImmlWRl8a0yRvLOpc1SyLLGZBcBY+K08g1YMnF6W/ag6W6sUUFhtT23kxvvqQ91J6Xx6avQ34ZC8u2YVb1qhxVTLd10JQ9ZfUDSY6KY+2Ekj1EEjtwa0n2TL9Mgaq5437eg7jJxEt+EgVIkkqKCjkbZ2K+iDlezXx48UybXZtG8AyxKg8W6qkUO81eWfPD4uaI1v1kg9OINl4BvGWdx2W8HUkAXnc0VbKt92Hr/9VJNskSYAoYcqIEyKF6S4jH24hWzGTXMVscpGpCNVTSDlh6SApCOV14XvbsMUPX82yfbjwvpQQLCnPc25dlvqASlVFmHDQP6qdjsD1NsYRuBwcHI41QggSiQTRaLSwyJZlysvL8fv9Y9a3LIvXXnuN1rZWhCaYu2wuqqaye9tuutu6EUJQXldO84xmvP7Rzs6DPYNsW72N+EAcyzJxuV34wn4k2wYzx+y5NZTtjdjX15ciGHQdto+REIKhoQyJeJ7GpvBBk7e+UUZ8lnJZk3y+kLfqUOZ4RwPLsmnfMUxPbwrTslFcCnXNEVweDVO3SnIhCSGKOZayaZ1sSkcgKKv0j6ldsi0bPWeS3/vPtmxsW1BREzgq2ijbKkRRfCOmlcNGjL8M/oNZgaksDM56w20aNmK8ltjI6uSmUYKOBEzxTeTE0DxavE3kbZ2cnSdn61RqEcrU8OFHUhM2KStN0kyzKd3Ks9FXyAu9pI5P9nKuUsOcwVb8+TgakJckYrJMXJHJSRJnZHTm2Sqm6kU1s3j2CQAwUDGL1074ZEFq3ktvfoB1qa3ISPgVX9GsMWGmiJtJEmaKCleE6b4WGtw1hzR5lGyDaa2PMmnXX0f9Zksy6+Z+iL7aEw6rb8bD4SzcvZlBNCON7g6SdwUBmUBqD+HELsKJ3bhzMTQzg2pkQZLY0fJOemsXH/U2vxH2v9/B3UlS0TyarFJVEUFTFTp7B8hZeaqbQkQqx35/73u+kXN5FTd72mLoOZPqyjIUWSomWG7MbmHmtjuQbQNLCyKbWaS9GkSATNUCek/4PJZ3fOaaB2+UhaInwbaQhIWaHaB8+4P4+14pVjHdEXLlM8mWzyAfmYIemsjOXIDdCZtTG1SUg2ysZU3BL9bl+GNrwezUp8HSBo2/7zYw9iqpq30SeatQV5XhA7PdXDq9YLbsCFxvYxyBy8HB4VgxNDREZ2cnnZ2dJJIJbPG6WdTiJYtpaWnBJbsYHh7mtddeAwrh1fP5PIlUgpyVo2laE41TGpEkCcuySEVTaG4NX9BHJpVhqGcIX9BHWVVZSTRAPTZAx8btDA6k9y4kCh/J6TMqqaw6+ELBoYChW7z6ajeZnEGkqhBC/Whr8f5Z6csP8vM99xE3k2iSyn9M/AQB9fCem4SZKmqxdmR3lWh+JCRqXJU0uGto8tQxyz+FMi18kLO9cdJmmn8MPc9ziXX4kLkyr/LBgd2EjUIodF3zs3PiO0gF6qgc3krF0FaCqT1jnivrKcedTyALk/VzrmZP/UnHpM3+dC/z1/8foWQhSMdA5WzioQmkAnVUD2ygvucVbElm/Zxr6K07OgKMnjdJDGdJDGewLEHTlAo8vrE3ASTbYmrbo7R0PFVSbksysji4GeiOSStonXJhUXsj2Ra+TD8ZXxXiTUq6m0vrRfPYbNpgQksVtWVlBBU/mbROLJGirrocl1a4/66eAfqGolRN8mNIBX/SfNbAo9kIxQWShBAF08HhvhRTptZR44kQMDMYiX68RgyXlSpohoSNK95OpOMvAKRqT6J30RcQigtXag++/jVUbPkVspXHcoXoW/gZ0nUnH/G9+nteomr9z9Cy/aN+E5JMsvEMolMvRQ9OKG4gmLbgt5t17t2UxxIwt0rhyyd5qQ2M3iRoi1rc8kKWzmRh3M9u1vjYAjflXpn+tM3dG/M81W6M0joDvLNF4zOLPMxadPoR39/RxBG4jgGOwOXg8PYlGo3icrkOqEk6lrS3t/PCiy9g2iambWJLNsFIEKTCzueEqRMKuaqQGOwcpHV9a/FYgUBWZaYtnEZZddmoc9uWTWdrJ907uhGmDpKMrGn4Q35qmmqoKQNysZL62Wwh2IP3AAsnhwIju9LChmhWZ2AwA4Av+K+TvLQz18Mvuu8vycl0ZtnJnF95xiGPtYVge/+zPBl7mU7ZKvlNAqZ4J7IoNIfZgalvSkJYTU8xeedfqOlbg1tPIQuz6A02smTMu4LsmnAmuyacgaWWJqFWzByakUEzM2hGBkvWSAXqsFQPLTsfZ1rbo+ian+dOvQHdfeS5s8aitudV5mz6Naqto2t+Nsz+QKn5oLCZs+nXNO55CYHEplnvpathaYm2bV8M3SIVz5FN63i8GsEyb0maAsuy6d45TC5loEgKqqQUcne5YHqzTH3/akzVS7RsKmlfNd7sEPPX/x+RRAcAOXcYl55CFoVxN1Qv8VAzifAE0t4qTM2HofqoHNpES8fTAPRXzqFj4tnU9K2ltvc13EYKXfPTW3MCe+qWEA8349YTuHNxNCNDtGwK1lEIGT6S5yqb1FEkBUWSkSWZyU31TGioPuixtm0jJEiaKXLJPtpWrcOXG0bIMnlXkLwWREgqbjPHbKmNxZlnSjRWYzE87UqGZv7bKNNBLdlJ7avfxRMvhM3PVswiOvki0nUnATLu+E4Ce57DO7gR2Ugjm1lkM4vpKSdTs5h07YmY3koqN/ycQO+q4nmFpCAkGSG76K44iT94L2FltIqUIZhZoTCnSqXCI3Hnmhyt0cKMUWUwbfCp8MlFHs6dWPiW2AL+2Gbws7U5DBsqvBJfPsnLCbWjhebelM1wzsarSnhViee7DX62No8tYF6Vwt0fP4uyfwITaEfgOgY4ApeDw9uTXbt28cLzz6GoGqeddhr19fVv6vVjmRh/evxPeAIeKusqKasuQ1HHNrvLZXKk4qmiuaEkSfjD/mKOKig1T+nd3cuOtdvA1AmGNPI5C123QFaRJMH8edX4A8f/o/VWI583ads+RHmlD8mnYVhvj8/oSIjxGlclje7SJMZRI862TDs5O48lLAxh8lz0VfJCp8ldxymRhdzf92fcksbNle+hwshhqh5M1YupeTFUL5biRiCxM7qWJwf+yk65sLiUhaBOCVHrb6bRU8sc/zQi2pvznZUtg+bdK2lpfwLNLE3maypuUoF6BipnM1A5i0RowhEFKJBsi1NevpVQsos9tYtZP+9DB62vmDki8XZCid1kvRUMVszG1MbOf9TY9RyzN/8WCcFg+Qw2zPkgeU9kdEVhM3vzb2nqfh6AWHgS26a+h2j5tGKVdDLPYE+SXPp14cIWNpaw8QZdVDeEcHs1PLKb3VsHyedMyiNBqisidLRtw4p3My//KieIjcVz5lwhVEtHtXIYqpeNs99PX81CEALNzKBYeXLusgMKf3U9q5iz6dcodqkgcijN2FD5dF5Z9OmS8RJCEBvMIMsSgbDnoGa0tmWzpyNKJqGjySqarFFZFiIc9DFh8B/U960kMfUiEhPOPWDbR/o9tOtJ2Ph7njXnY1C6kaVhMpNWprMDFQshKZieckxPObYriJAUkGSErJJsXH5QzZVkGZRvuYeyHY8WBTfdVwuShCvdc+A27t9kSSU69WKGp12JUD08sVPnp2vzJPWDv+eCLvjUIi8zKxRufSnLpsGCQC1LBWFrX06uV/niSR7C7vHPp5f3GNzyQpaMCc0VPn557RImHcJc81jjCFzHAEfgcnB4+zE4OMhfn34aO5csRNtz+Vly0km0tLQc0fkMw8CyCh8ZSZLQNG1UrhAhBH19fdTU1DCQHWAgO1AIoLDXzE8IgWmYJULUuO6lZ5Dd23bjDXiZuWAqWHlEJsrWde1U1/iLuaZSKZ2hwQyyBI0TIv8ypm9Him3ZtLUNU17hpbzMy8BghvYdw+R0EySJSbNr3vJ92J3v47noq6xJbcbaq3UoU8PMC0wnoPrZkNzK7vzYC7YZahX/z66lJrGbT7qjbNdkrovG+VSsNKmuDvw54OfecIite5/tgG3zbxmbawZ7wFfD86d8HSG/SQlshU1d76tMa30U794ABIlgI61TLiQZaEB3BbCVo7cZEYrv4pSXv4OE4LWFn2Cgam7J74qZZ0Ln36ntXU0o2YW0j0GVLckMl01loGoe/VVzyfoqAWje9TdmbnsQgF1Np7NlxhUHFwiFTUv7E7TsfALF1kkQJFY2mVjjQobKp5G1wuxuHcBl5qm2e6nTd9Hjnkyv2oglwZx5zVT4IqiSQiKVwa2plMU3Ub7tdwwPDfEsS5jNdurDJpIM4XhHUVAajkxm/dxryXnLj6DvOli49mdoZpa+6gX01C1mqHwa5dEd1PWsorZvLaqVw5Zk8u4wLj2JYptsn3IhO1vOKzlXul+nZ08UGxtvwIU/5C6mJFA1Gc9eH1VVUti9ZQjbENRWltPcWINPylP72nfx971WPF+q9mT6F34Kyx0Z1W7vwDoqNv8Kb7SQkywbmkznrI8ihI1/aDPe4c147DRG2VRy5TPIls/A9FUfkVC/L0pumNCOxwju/DNuKwVATmistBfwlLWIXspJCS8Z3EyTujhbWcMZ8loqpCSvMYO2GdezcPokchbc8WqOpzoKaTz8GiyoVllYqxJ2S2watNg0YNIRtzmxTuUziz1UeAttt2zBA1t1frUxX/TJAvAo8KH5bi5sUVDVwzMHtW2b1Tv6uW9Lnqi3gUeuX3rctVyOwHUMcAQuB4e3F+l0mieeeIJ8Mkp9hR+3prKrL8aZ555HdV3DYZ3Ltm3WrVvHtq1b2feVKsky55xzDpWVlQgh6O7uZv369QzHhmma3kTlxMpR59m8ajOJ4QSzT5pNuGJ8viq9u3vZsa4NzBwet8yiEw+v/W8FbMsmnTFQVRnvUQpdfigsW7CzM053+zCKJKEoMpYtMEwbl0+jbkKkJCDGW42d2U6eGnqOtuyuYlmNq5JhI44hjJK6khAszOdpNAr5dhQhaDBN3p9I4t77yD/l8/LvNVX4bZuHohAxdfJmht/5VO4L+RnemxfIY9tcbLg4sfE9SP4GTn/uG7iMNJtnXMnuCcvf+I0JG83IYGj+MbUP5cPbmL7tYcLJgq9Y1h2hdeq72VO35A0vdg/G9G0PM2nX0+hagM7GpfRVzycZbKJhz4tM2fEnPPnXhdSMp4J4uJlgag+BdG/JeZKBelL+Wur6VgOwc+I5bJ96MYJClDshBJqr8FwKIdi9fRBVU3B5VDS3ikgnoWsHIp1iutjBIjYU+iHQRIdRycT8Fry8nkA55qqlvekyArPPQbZ0lHwUV2IXZa0PFYUJW1bpqz2b+OSz6PAWTCZlyygIXVaeoYqZo4RpIQT93QnCZV48h1g4S7YJSGMK5JJtoBk5dJcfJJn6rheZvfleDEnj5QWfJB6aiNfjospVgWqpbNjaTiqTxRIWlrD3plMQuOwci6eH8QSb0NxlDMWS+Dwu/KqFK95O7erb0TJ92LKLRNOZhHb/FVmYRAlzj/weBtQakmo5VWqWT8i/pzxW6Fdb9TI08/3EJl0Ax3hDYSBj88c2nSfbDTLZLO+QX0VH4x/2fHKShzKPhAxYovBPk8GnSQRUgZ2NsTUbAiRmVyokdcHuhI0swQfnuLlqpmvMQBj7WlXsT9YQpE2BIoEigUeVwDJZs3kHNU0tNDY2omYHME0TRZFHnce2bWRZxnJHMC148cUXMSzBeZe9/7hrt8ARuI4JjsDl4PD24q9//Sv93buJ+BTOXTILRZGJp7JEIhEomwQuH9u3b6e+vp5AIDDmOUzTJJ1O88orrzDQ2wNGBvbZmR6KpykvL8cXCCOrKvFEYSErZEHjlEYapzQW8svs/WC1rmuld3cfpg0nnDaXSGXkkPfRvbObjk07wchRU+tnwoQwrjchMt/+mKZNPJ6jvNw7rmhlet5kaCjD8FCWyVMrijmlTNMmlcyTzxei8uVyJum0TiZjIATU1YdomVx2THNrZTMGbrfKQEonldaJDWVIxbKYRiE3TEXd4Yd7PiKEwKUniMTaKYvtJBzvQLZNLMWFpbrRtQB9NQsYrJh1WJqh9mwnT+4jaMlIzAvM4LTIYpq9Dei2QfvwGjr6VpIzMyzPZFmet0k3ngFAebSVSKwdWZhk3RFikRbi4UnEgg38Z/IZeo1hzi0/jbAa5PGhZ0jtzTsVUfws901nqX86UuB1h/umzmeYveV36JqfZ067CVM78oSm4Vg78zbejT/Tj6F6SftrSfuqkW0DTy6KJxfFm48BYCoedk56Bx3NZx1VbdaBkC2dU166leA+5l2WrKHsTQSe8VSwY/J5DFbMKjEL9KX7qR7YQNXAespiO0pM6bZMupBXfaeSiOUwDRsE+Pwups1swCVpuGWNDRt2kc3lsbGxhUDam99IEwYtYhcn68/hju8satVsxU26dgm58hmEd/4JV7oQEERICpIo9bezZRerI+/gfvVCrlxUT8gt0ZcfpC8aRVGkUYLUvotzt6wx0JVm154hdLefmLuMhjKJGVUH92PKZw0Ge5I0tLyuLRvYkyCb0jENC9OwCMY78eRjWIoLvX42J82fSzDRgW9wHSCRkIL05HwksnmkZB9khrAsi5NZTQUxbMWNrfqQjSTyPuaMuq+WX1V/kR+1N1Cnd3C79mNmyGOH97dllcTE8xiedjmW5/A1e4fDUNbmt5vz/HnH61H+Qi6JcyZqnFSvUheQqfJJqAfRxuuW4MGtOr/dnCe3d5jLPRL/caqX+dVH55timhZrt+wgmbNxB8qZd8pyVFtn80tPo0g2NZVlhAJ+PB4Xu7r6GIqlmH3ymUjeMmzLYueW9QBc/M4zjkp73iiOwHUMcAQuB4e3F8n+Tla9+Cwnz2nB7x3tXB3NCh5/YQMoGjW1tcyYMYO6ujokSSKTybB161ba2tpIp9Mk4zH8boUTZkxg4fRmsmaentwQK59rxbJsZGSQVWLxLJGaMuYvnY8v6CMxnKBjSweR8iAoCru27SZrWNTOmsKMKXW4DuFj0NnaSVfrbjByNDQEaJ50bAWRgyEswdp1PVRW+miaEBn9uy1IpvLEhrNEozmSyTy2EFi2oKoxRG1tCJcqER/K0rFjuJjoVAiBLQpBFoIRL1OnV1J+BH5n9t78VLIsHdQEMJPRWb+2F82rUdkULtYVQqDnTBRVRj0Geb28mQGaup+nrudVtL0BBeT9FrcHIucO011/Mn01C0kG6hD7JJmVbAtfdhBD9dEp5fnTwEq2ZAqO9QoSF2ZNPhJLYtUuobNxGVlvBc27/8G01kdQbANTcbNrwpm0TzynRBCSLR3VzKG7S7+Ha5Kb+U3voyVllVoZKyqWMTcwfVRuoZE2nvriLQTTPXQ0n8XW6ZeNvklhE0j1YClucp6yUQKmZFtM3vlnJu98vMQcbyxsSaazcRk7Ws4/6gEsxmJfIUMxc1QPbKC6fx1Vg5tQrTwJKcDvPO/hPussFE3lQ4syRDxj34NmpKkc3ETF4Fa2u2awxWhGmKDJauE9AwR8XhbPe903K55Mk0pnyeTyZLN5VFWhsixEeSSEutdfVNaTeAcLvleZ6oWF3EkAtkm443HKt/4WVS9o4CzVi+UpJ169hG/Fz+MP3YUNqYU1Crcs94GweH7tJjK5HK6Am4QWRLUMFFNH5HWkimq6MmVs7pdIxYeZIg8ULoVEvx3gtCmCqTUSbq9WEqwDCgE7dm0bRLFkTjxhOkgCG8H27d0k4lkkCWRkJNvCO7QJ2crhc0ks4xXK9e6DjpOtehGSimIkR/+meBisOJFPp6/h5aGCP51PhZNqbD6q/pmJehvu/BAefRhhZHnUOoW6pf9GY13tQa/5RulL2zy8TeexHTr63tfF3CqF90x1cUqDiks5/O/BQMbmVxvy6Lbg4ws9lHmOjtbXsm02bG0nlsqj+CLMWbIMr89PKhFj46pnEUau4HtmWyiyhCUkbNXL1LmLqapvKjnX3MZjG6l0vDgC1zHAEbgcHN5GGFkY3A4HcboejqdY29pF31ACFA0UF8FwhPr6el555RU8fg+6mUNYeYyMjtftwq2qLJjfgOQvmKkU/LFscnmT4aEMu3fHkVU3qsdLIBIg1h8FS8fSdVBV8miUtzQRrqvG51IIyRaxgRiyIhMIB/CH/MWAGlte2cJwzwCYOSY0h2lsOvz8Q2+UXM7ApSmYQqK7P0lfdwI7ZzH/hDr8++xs9/en2Nk2jGEWckiNCFpev4tA2EMw4kHbq5Ub6k2SiGbRXAqqS0Fzqbg9Km6vhqrJyJJETdiDts9CYkSQGotEIseujhiJeMFEauasGsJlHhRJIhrN0tEeRdNkLEtgWXZBs6ZbaF6NxikVx9Q/y5VPUjm4ifqeVVQObx2zjkAiFagjFmkhGm7B0HyoVh7F0gmkuqnveQWXkS7WtyWZlL+OrK8SX2YAV7qfAUVwVzjMg8EA9t4F6TkiyL93baHBLNUmZLwV+LJDAAyWz2Dj7Pcflt+NLWy+u+sXDBjDeGU355Qv5dTIItQxBK19qRjczImrf4Qtyaxa/HliZZOLv3mzQ8zZ+Csqoq3Fe8x6KtDdISxZxZY1vNmhouZoT92JbJ12KS49SSDdiy/Tj6V4yHki5DxlZLyVGK6xtdZHA1sUIi1KeyONdrYOISsS5dUBvIFCHqENfSoPrlOpzu9hp6gjzetBMRpCFl9cmmRfy1k9bxb8QvcKIPHhDH2747glF36vl5YJdQT9XlyaOspv9GggWTpKbhjLHUGoHgazNjc+m2HbsI0iFUzTcha8e6rGx+dp7Ni9h7buYbZHraIgMEK/HWCDWVf8u0LJscA7REBkSBkF07PJ5TbhgMyE6ZUlmx49u2JkYzp+t4+T5s8oCozReBLTtHC7NFwuDVVR8CbamPDsl4sbF5bqI1O9AKH6kPUEip4CCTIVc8lULyRXPqMQUMjKo+SiKEYayxXEdIX4Y7vMz9bmyFkFQeu6hR7eMUkbU2N0ywsZVu42OWOCytdPPTJtbVvU4sVuk7QhSBuCrCGo9MlMCstMLlPIGIJHtus8320WA1LMqlC4eq6bhTXKcdt4G4stbbuJxpMYZiEoiOQOMefE0/CHXheasukU/d27SMSGSSdi2JaJomq0zFpAVV3jqHM6AtfbGEfgcnB46zM4OIip56lVE2DmDn0AkM7m2bijm86+YXQbDGBwOEptbZDm5hA+v8bwUIahoQzplE5dXZAJE0eHaIdCwIq27YOkMxZICtgGkTIP0aEsumUTro1gucPkM3n0dBY7nUaWBB6PC2SF2kn1TJ4zGXJJhjs72bm9hwnNEaprjt3icX9M02Z4OMPQQIZoNEtZlY9gVQBbCPa0R8kl80TCHuYtqCsulDJZg9Wr92AYNr6QG3/QjT/kPnJNkWmRHc7SMqUCCdi4sQ9/yIO/wkvYo5GO59B1k0Q8z9BQBtOyMfeuShpaygmEPUhAbChNf2di78K4cGoBaG6FpqmVqG8gGfBYjPi0lEe3UzWwiXBiV1EbI5AYrJhJV+NSEsEmbFlBSAqW4j5oeGvJNqju30DDnpfwxHeyRrVZ6fOx2uNmUFFIKqX3cEY6w2cSOabmCs703fUn0181l8buF6gc3IyEwJRdbJt+CZ2Nyw4ege0ADOjDbMvsZGFwFn5l/AvOE1b/mOq9Wpb+qrm0TX4XwWQ3M7c+sDcoQkEolw8QOltXfWyeddWbmijXFrAnIdMRU9kdV+iMK+xJyHhVmzNaDN41RcWbl9iwrR3DNpHcGmsTZbw64CMnNEJeOLHJ/P/Ze+8wydKzPvs+sXKu7uqcuyf15LA7m3e1QRFJgIyETPhEsDEmik8GRDBgW8ZgY8AGDDZgPiOCDAghaVdaabV5d3KenunpnLurunI+4f3+qNme7Z2e3LMzu6r7uvq6ZqpOrDp1zvt7n+f5PQSdNm5N8LenXWQrMhujBv/63gLCtGqTEMkSXZ2NxBpDKJJCIVthdGSezrYYbU3RdRdZSwWbp8eq3NuisSGy+nd6asnkP7xWIlES+HSJX73fRcEQ/NuXSwjgJ3c70RT4k8NZ2uUkjWoFQ9ZZthwsVR1IDjfbYhrbG1W2NSq0eGUkIJHK8aeHUyxmywRVk++9vwunL0vlYsplernI0lQGl+pk5+Y+Ar5r1/B45g/gTJ2j2LCDUmQzyDdW/2lYgt87XOaZ8dox7GhU+PS+tftLvcFY2uJfPFNAluBP3++l1Xdj381L0wafe620ymziauyMKXxso4M9TXdeaAkhyOaLBHwehKxjuho4c3aIZCIOkoSmOxnYtptAuOGK27Bti2I+h8PpQtPXvvfVBde7mLrgqlNn/ahUKuRyOUKhEIpy8+lZY2NjTE1N4Xa78Xg8eL1empub0fVadKVaraJpGpIkUS6XeeaZZyhll3lgaxftsavP2hdKFWbjaWYWkyylsuzb3cF4PE4yWcTl0mht899UrZRtC+bnshQLBq1tfubnckzPZnB6HUSafUyeTyAkFbNSpVqq4nKptLb6KRYNOrrCxJqDYBsXa794WxzyhBCkU2UWF3Mkl0uYVi1SZQmBy+ugrTeMJEmYhsXEuTgq0NUdor0jiG3DUq5MuWIhK9ItDwiEEEycS4Bh0drmp1Q0SCZLWBJ0bWxAliUmzsWR3oikWQJ/xE045kXVFCSJlWMwDYtKycAyBbIi1f5kGYdTRbrJz9WTn6dz6nliS8exZY2Kw0/FEUAzivgy47zo1Pii14MhSbiEQFFcBF0x9ja/D+G5NOtvCotnEi8wWpriifADbPb2rbm/vFlgqDDKmcIFhosTl5ldQK15cJcW5l8W4L1zp5CFSdkR4Mzm713llucqJmhInCIeveSE93aiVfNsPP93tMwfvCwtMBXs4dTg91N0RXFUMriLCXQjj2ybtRobYZNoGKTiCGBZNrYlLktHA8hVJEaSKvM5mfmcwmJexqkKYl6bRo9Nk8+iPWARcIg1tWa+KjGeUhhLqoynFCbSKmXz0oJhqchGdYkF28eYFcGtwfs6wM4vU82lKZu1UbQERN027VGZ3s2XBp9nz2d5aUylYit0BkwGPFkMU6FqKqihFt472IhHlzBNC9u20S86Pl7NuOBGEELwjQmD/3a0TNGoHedHBnT+n60OVBn+4nSFvxmqIoAOv8xvPOim5aKg+KuzFf70ZAWJS5Ws97WqfOZeFx6tdmyWLZDf9Bt8K0VD8HPPFbiQsmnxyvzq/Q6c7hQzs3ES8zmcioO+jlY6Wq7eA2s9yFUFv/5ykeNLFrIEP7zdwXdt0JGv43P+7AtFDs6bvL9H42f2rW3pvxZfHqnye4fLCGribiCs4NYkXCosFARjaYuxtE3VEjzWqfHRAZ3u4Nvk7HkNsrkCo1PzZPIlBnfvxxvrBkmimM8hhI2mO9B0x7pcp3XB9S6mLrjq1FkfMpkMX/3qV8G20J0uuru76evru+HflWma/P3f/z35UrWWty+BLEl0drTz4IMP8q1vfYvFhQV0h4NAIIBhGKQTS/h0wVP7B9HW6HWVL5aZmF9mamGZdK6IKWxMYWEJk76B6G2JJBmmzfB4CpdPR9NVCtkKhWwZl1cnPpdDMm1a2/z09NYE4ts9gymE4OTxebK5KpZtY1kCzaHiC7nwBZ3oTnXVMWVTJRYm0zhUmfb2AM6wm6p1nVO110khW2Z2LIlDVbCFwLQF7X0RnB4dYQvSy0VSS3mcbp1Isw/H7XYSFILI8hDdk98kujx02dsGNUv0Pw34GbuC3X9YC/KJ2IfocrWSNfP8n/kvMl6eWXl/h3czH254HI/iIm4kOZO/wJnCBabKs6ukSVD1s9nTx0ZPD2EtiFfx4JKdK4NEvZIlkjxPPLrllswpbifuwiK9Y0/TMn8IISlc6Psg412PX+Yg+FaRUSmbpOMFMski2BBs9BBt9lG1JY7Paxya1RmKq9ji2r8hv8OmPWDh0gRlQ6JsSmQqEvFC7b4RkorYSGSEC4ci6A1W2KAmCNp5/LpKBQdPZzuYzF36djRM2pQMva4y2yMCl2zicTvYvqUHG4EtbI6cuMBS1uBCUqx8rynbxagVISNchJwSP7zdweNdGhJweMHi/56rcHzJQgI0pZbed2+Lxs/d47wucfAG6bLN7x4u8/JMLYIYc0ssFmtH0eiW8OkSo+nab/mpbo1/tcuJW7u0fSEE//H1Es9N1tb//kEHn9xyfQLlzSRLNj/1jQILhdq+7wkVGdRmCDslmsIhtm7oRpIk0mWb12ZNXp018eoSn97nvKopxI0wl7P57ItFZnI2LhU+e5+Le1quPzp2Om7yM98sosnwFx/yEnWtvnbn8za/faDEWNqiL6SwMaJg2PB356sAfKBX4yd2O6/oCijghj/X20W5UmV8eoHFRBqhOJB0F90btxJr7bxt+6wLrncxdcFVp84tYttQTCDKWf7hay9g2zaGxUp9VGtbG/fdd9919+aYnp7m+RdexJQ1Gls6ySbjSBLs276Znp4exodO8Prrr9UGaZIMkoIiDJ68dwsBr4tsoYwiS3jdteLw2XiKF46cxxQWhm1hYeEPOAmHXUQibpy3yYp8uVClWFnbHCGfKTM3nkRXFUIhJwMD0bfdgbBkWAwPL5OMF/CHXfgj7loE6AoPeyEEcxMpStkKQkBrbxi378opcVW7StxI0aRH1zRUuBKzY0lKuQqCi/vwXnkft5Nwcpj+kX8ilK4ZUQgk5hq38uXGfobtLBPVJSatDBVqA1Wn7GB/YCeNeoSqbVCxq7yWOUrKzCIjsT+wi1P582StPE7ZwaBngCO50wgEHsWFS3aSMFKrjqHVEWOzp58tnj5aHLE7nla0XjhLy4B0WQ1ZIVthaTaDsAU9W2IAVMsmE0NxFElBlVSKhiBZtkgYGgeKMZJWTVyqWNzjWcDnkvC7JAIeCVNzsVhxsJSXmcspzOdkBGt/hjomu92LtGkFXKpNuMFFyC2RSxWRLBld1mhtitLd1oSsyLw+a/LitEmDW2JzVGFTRCF40YTAFgLTtNC1S7/peDJD1TA4MlflqyMVkrYLHG56ggoLBcFsrnYdbQzLlEyYzF55MuPHdzn5yMD1GcwUDMGPPZNnvlCz8P7+QQffs0nn6KLF7x0urYgfny7xM3udPNi+9v2wagn+YbjKQFhhZ+zm71XzeZs/Pl7m1VkTNxV2qHPYSAzL7fhdGroiMZy0VjXU/cX9Lh7tvPX7dLxYE3zxoqDBLfHvHqp9/jfKz3yjwOmExXdv0PkXO50rrx+YM/jN10vkqmuv98ktOj8weOVI0NTsEkvJNJ2tMRrCd054TM0tkcrkyOSK2JKKrThobOmgo38zusN57Q28CSEElXIJh/Nyl1vLNCnms3gDl0yh6oLrXUxdcNWpc/PMzMzgU0wCojZQNEwTVVGYS6QZnY4zG0+D5qK1o4sHHnjguuoRXnzxRY6fPIXmdNPWPUAwGsMfirCpJYBeikNujlK5SrlqkMoVyRZKNEUCRINeXj5+gdl4ms7WMNs3tmEKi0ylwDdfPo/Xr9PQ6CUcdqHdBje6N8jnqyiaQqJwhafuRdKJAvHZLIok4XQo9PVHiFyl/4htC+Zms4QbPRi2wK2rTE+kUGSJ5hbfdQm2paU8HpeOIUvkKiaWaSNdw93vzZiGxdxECt2hEmsLXJaeZwqL4cI4x3JnOVO4gCEMQmqAR8P3ste3FVW+9jGahkVyMY836LwtYks1ivSOPU1j/BQlZ4i8t4W8twVL0dGrOfRqjmB6bMXIwZI1ptse4OWmrfx/2VeZqyyt2p5P8fBgcC/3BnbgUlYPRkpWmX+IP8ux3JmV12J6lB9o/k4a9DDT5Xn+dvGrLFRrbm4KMr3uTrZ4+tns6SOofXs8k4yqydJslkK6gi5rBL1etm3pxhQWNjbD5+YoWTJ/P+tlNmuySY2jSyZp28Wso4l72wUPtcskx6YwTBNb1PovWZJNtNlHqKFm9V81YSZbq8cybQmnJnAoNs5KATWbAklBKDqWYaLKoCFQkXBoOj0dTcQawrU03Eye5VSWfLFEd3sTocCNOSLO522cKisucYYl+PvhKn95pkLpYhmbW4X39eq8v1fDrUoYNrw4bfA/T1TQFfiDJz10Bq59H/udgyW+OmbQ6Jb4tQfd9IUurVMyBX99tkK8KPjUNgdR9+3rVfZWEiWbp0cNnh6tkCiJy4RwX0jGr0scXbTYGFH4/SdurTdTrir42W8WmMjYtPtkfvsxN2HXzZ3vgTmDX3qxBECLV2ZnTEFTJL44XLvnbwzL/OgOJ9M5m3PLFuNpi6d6dD7Yd2WRnEhmOD08hVAdSFaFaNBHf3crjitEzm8XQnZw9MwI2UIJIav4ghG6NwziDaxdv3w1bNtm+MQhkvEFNu28l1BDbRKlkMuwODNBfH4G2zKJNrXTN7gTSZLqguvdTF1w1alzc1iWxT/+4z9SyS7z2J4BYuHLfz9LySzPHzmP7g3zxHvfh8dz9YdmPB7nW9/6FvMLC+iqgqLpNStsSeYjj99LTC2suZ5hWrxw9Dxzy2kqokqsyUtvX2TlfdO0b9oooVq1mJ/LEol68L7FtjyRKDB6YRmXWyPW5CMccnHs6BwV06a5J4TDefWHZaVsMD+RxqiYBLwOdu1pWXP207ZshobiLC8XcfkdNHWGsEyb8TOLyJKErsm0dwRpafVfUTyNjyWZmckiKTLtAxFkZX0HV2OlaT6/8CUy5iXrZQUZ62IEyK94eSryIPsC29dtnydyQ0yW53gq8iAO+doNVjumX6R37OlV7n9Qq0t566dmSwrTbQ9wrvM9fLl4ihdTB7ERuGQn270b6XC20OFsoUGPXDMF6FjuLF9NPE+Pq53vbHxq1bGawuJ0/jwyMgPubpzKnYno3Qksyya5mCcVL6CiXIwiNdDe3LBqoPnKdJXfOlimYIBThV2NEoN6giAFHtu7aaVeNJ7MUCiWqFZN8sUS6Xyeqm3g8Kg0tV/ezHp5MU9muUilbGLLOq5gkO5NW/HqAYaPHiQUiRENepidHCGfzaDKEkIILCEhLk4ehDwaOzb3sh4kSjb/91yVBrfEe7t1PPrq60oIwS++UOTwgsWuQIFPbbDpamu84qD88LzJL7xQBOC3H3OvW8+l9UQIQbYqWC7V/nJVwaaIQrNXJlW2+eSX8hg2/O7jbjZHb+74q5bg558vcipuEXZK/N4THmKem7//CSH4L4fKfH3cWBWJg5qb47/Y4bxh2/bRyTmm4gW84UbymRSYZTRM+rtbiUVvXOzcCOVKFV3XsN0xTE8TifkZDMMgEI7i8nhvKrIuhGD0zDGWF2Zw6wrv//B3kqvYJHMlDj3/DIok0BQZWYJi1aKxrZuuDYNsaw+u/wneBHXBdRuoC646305UKhV0XV+X1KSJiQlee+UlXJLBdzy044oD/flEGr/Xi6d9ELRLRcbT09MUi0UGBgaQJAnLsvjSP36RQjYF2LQ3N5LNF0mms1QNi+aInz0b22mKrJ4Bqxom3zpyjsVUBkMy2TzYiN9/Y2kPV0LYglOnFkiny2iKzMDG6Koo1IXhZaZnMkgSKLJU6zFiC4Qi072x4boMGoQtSCzkcDhUmlp8+J0aMoKpiTSarqDpComlAsvJIqYtaOkJ4/E5ELYgny2TXCxQKRloioTHrdHdEyYcWV3Dk0gUGDobp2pahGM+Ik039xBdC1sIXkgd4JnlF7AReBUPO3yb2OnbTJPewMHsCZ5PHVgRYt/f/FG2ejfc0j6FEHw9+TLfSL4CwEPBfXyo4bErLh9ePs+Wob/CU6xFp3KeZkZ7349iVZnMj/LfxSwS8GHLwyNKFBwhxhu38VJ1hhfTh0ibWQC2ezfx4YbH8am3Ntv+7cC1zB5KhSozo0lkW0KTNUJ+H72dLaQtnXhRULUEVRtOxy3+4WLkYHNE4Zfud9FwMRJTqRro2tppsEII5peSjE7OUbaqNHR48YXeZHIgKcxM5kguZDArJv5oA/sf+xC6VhO8wraRZBkhBOePHySTSmAZVZAkdKcbry+Apuv0h0G/jRHzt5Io2fzo0wXarAX2BotsbfWyfVPPZZ9BwRD8yNN54kXBR/p1fnz3+twT327+0+slnp0wbtiKXQjBUlEwkbH4pxGDA3Mmbg1+5z2em0ojXItCVXAybnJ80WImZ/OeLo3HbjL10XQ1slSEYKSBUiHP2NkT5NIJFLPE7sE+vJ7rN+i4EfLFEieHxgk2tNK984F1ey5MXjjL/OQIXofKAw88QHt7rd+WZQuOHD5EtVqlr6+PUqnEq6+9RrFq0do9wPsfvmdd9n+r3Ig2uPumMerUqXPHqFarHDt2jNHRUXp6erj33ntveZsXLlwAs0pfT+yqKWnN0WDtH8kxiPRTrJoYhsHLL7+MJSwkSWJgYADFqrC3r4GhCYO2liZUVaElFrk4cFpmZHyW108ZfOSRnSvbPjkyw8RcglShgCWbDA7G8F6lruhGmZ7OkEmXqZo2piUYOhunu8ekpdWPEBK+Rg8N1BzzMstFylULEDSvkW53JSRZoqGldkMvViyKFYtCqsTCdBoJacUZzBKC1p5LdVOSLOELuvAGnGRTJRJzObL5KmfPLNE/ECXWVDMCqVYtRi8sY5g2oUYv0eabbwibNrIczw9Rtis4ZQcOWWeoMMJQoVbntNO3me9qfO+qCM4DwT3c69/BPyWe49XMUb6w+FVaHTHCWvCmjsESNn+/9AwHsydXXns5fZh7Attp1COrltWqOXrO/x3VxDFe1DXcvhCetidZbn0AQ4Jnl1/mW8VZ3rAx+G9Knj+VTTa6PAwt/DUluwJAQPXx0YYn2eLtv6lj/najUjaYG6+lnrb2rO0aGvJ6SWslZFlnzIrwtUUn54cM8sblbowA37VB54e3O1aZJ1wt3UqSJFpiEcJBH0uJNOGol9NTYwQbfUj+RgzVR5ULyKpOyBshFGlaVWsoXUx/liSJjTvvQQhBMZ9FkiRcHt/KwFTNjIGRv+HP6EbJ5ot4XC6C4Sb+9SOCP3k2x1wuizafJxxK0NG82o77j4+ViRcFzR6JT21/50ZNv3ODzrMTBi9Nm8SL9orYXou5nM3BeZOD8yZnEibFN11Kmgy//sDN1WxdCY8usb9VY3/rzaf9CSFA82C6Y4Q9tWvK4wswuO9Bxs+fwqHKeL0SXGez9OvdZ65QIpHMMLe0jIFOtmJimSaqduspjHOTo8xPjOB2KOzbt29FbEFtYnLv3r2rhJ1hGBw6dJhKKb9urpxvJ3XBVadOHQAWFhY4cOAAmVyGilVhaWkJ0zSv28RiLdLpNIn4EpIw6W29ct+NVVhVZoYO8vLpaTRdp2JWMIXJ0aNHiUWCeMvzzC8lCAcDKG9Kd3ujmW4mXySTK7CUzyBUC1vYTC7HSeRzSCoMbm1a1ZR3PfAHnAhFoqk1SLlgkFkuMjaWQneq2JqCYQuCFyNe4UYPpUIV2xJ4A7c2myxkCX/Ug2nYWEbtQRtp8uHyXn5+kiQRCLvxBZwszWXJLpcYG10mHHahajIjwwnKFQvNqRJtulxsCSGYqSxQsav0uDouS4+zhc354hivZ44zVBhFcHnyhCopfLjhCe7xb1/zYanKKt/R8B5mKgtMlef4y4Uv8a/aPnlDZhoAWTPPFxaf5lxxFAmJ72x8irOFCwwVRvmn+Df5odZ/trLs+ekv81zuOJMOBavtki27XH6dttlJDNtg/mLt1B7fVlqdMV5KHyZppDl6seaqQQvzcGgfu3yDaNdRf1YHSvkqs2NJTFSq5QqmYaGoMtlkiXymTG9fExEthFNxoPcH+ZVXDUbSAi6mnupKrS7GqYCmSDhViQ/0atzfdnMDQUWWkRWZk6cnKFsSZSGhFHKU03OYhSo+T4jeTduItXVddTuSJOHxXV5fYms+5NssuGpRiDF0f5RNezdy34CDw9N5hs6biEyc+UMz7N7mZnuzi+OLFofnzZX+Up++x4VLfWcNYN9MX0hhW4PCybjFly5U+aHtl99bzyRM/uuhMhOZ1UYjigTtfpmugMwH+/S7JqXSsiyWU1kWE2lsAT27H0N7y31TkiS6N2xFkiQqRhFHZgxxcYLyZhFCMDW3xPziMmXDAlnFlp34Qg30bdnF8uIcQtjE2rou248QAmHbyFdp92LbNkNHXyeXiuPSVXZs305v7+Xptm/d9sDAAB6Ph0jjO9MY6O64qurUqXNHOXHiBKfPnKZiVlBdKh0dHewc3HlLYgsuRrcsg7bGEC7n9YuceGIZu5wjmRNYqkB36szMTvPc17/Kno1tnJ9cxJZk7t25CSEEi4kUE9MLFCsVDNvEtm2OjI/R0RkEINzkwBfRCAada/bmuVVMVaZzYyOyLOEPCTSHQmIuy+RMlsb2wKqHgyRJ62by4A04b1i0yYpMrC2ALMuEQi4UVWFxIcdysoQpBJ2dQZBqRg55q0jKzDJUGOF0fnglZa7L2cZ3x95LTK/1ahoujPNPiedWTB0AelztNOsNlO0qZbuCIik8FrqXVmfTVY9PkRQ+2fQd/NepP2OqPMfTyy/yePg+pkpzTJRnKFolvKoHn1L7i+phIloQRVIoWiWeTx3g5fRhDGGiSSqfbPowW7z99Lo6GC6Mc644xlBhhI2uHg6M/QV/JxbgokucW9JocDSSNfOkzAxT5bna67KT72p8L9t8GwG4L7CL0/lhxkpT9Lm72Ozpv2ssmu8EtmWTWMjjudjaoJivYFRrAkrTFFRNQdVlVFVZieim4gUMNJBVhGmyMJ2hUjKwDYEmaWgFJ86Ig0JV8Guvm4ykBUGHxPcNOtgUUegOyutiAZ7O5plbXCaRymIjI2Qdpz+AbdnkZhPIkoLH6WfD9r0EwjfXm8wyTebm4xQXxtkycPkgdT2oVA1OnxvHkHScuhvl4r37xx/t4+kGDycPvgxmga8cnuQ3zFbeXI34XRvePpFxOyMTH92gczJe4qujBp/c4sB5UUAKIfinEYM/PFbGtGsCa7BBYW+zyu4mlU6/jHaDtVS3g6phksnmyRdL5AolMrkCli0jZBWhaLhmZ+jo33TZem98nkJzU/K0ceHIC3S1xfB7b67tw3w8yfhMHFt1ojgdBKONhKIxlhfnOPHac8hSrQdkJpmgf3DXiriqlEsMnzhEPpch0thMrK0TfyhaE4PlEpruQJZldE0h5HNBWWfLli1s3rz5uo+ttbX1ps7pbqBew3Wd1Gu46rxbWVxc5Bvf/AZFo0hTVxOdGztR1Jq1cl+wD0W+OYFiGAZf/OIXMQspHts9QCxy/a5CQgiODE1ycnIWQ1FBSKTjy3idDppCfvJlg3A4SMDnZmY+Qa5UxLBNJK3W5NWqGnR3henuvXpz41tBCEGlYmFKEqk1nAaL+QqmYeMLOu/q2ThNkVgcTzGWWmQxvMComGCuuoS1RmqKLtWiB1VhoEgKDwf3MV9ZYqhYSxV0yQ72+Ldxb2DHZWl7N8qp/Hn+Yv4fgNp3ulbE7A0UZBr0CGkzS/liel+ns5UPNzxOu/NS1OoriW/xfOoAUS3EzkqVZ+WaKcbH7SD93R/Hp10Sxykjw2hpipxZYJd/CwH15lMs300IISjlqywv5ikXqiiqjMvrIJ8qYwsbzaFSNYA3klyFqDUxFrXm0v3bmkCSqThiLM+lyM4vUVhO4dQVvC4XDl2nvbmB1liUii3xC88XObts4dclfvsx97o2eZ2YWWBiJo5QNISi4/EFaWztJNbWQSaZ4MKpI+gOFxt27MPlvvl6PNu2OfT804hSml1bem96IHwlLMvi2NlRcmUbpz/C4N4H0fTVE1zJdIZvfP1rLGQKDBkNaL4wu5pqgmNPk/K23KOKpQonz43hdjnY3N+JegtN79fCsgU/+JU8CwXBg20qe5pVugIyXx4xeHaiFsl7uF3lp/a68Ol33z15cTnD0OgMQlJAkhGSgtPjI9rURrS5Fbfn2vegyQtnmRs9i0+HXYN9qxx/DdMkXyjhcjpw6BqSJFEolskXS3Q2RfA5NRZzZaqKn3OTS4Qam2hoakNWFByazJkDL1DMZwkFg2SzWQoVA7c/zMYd96BqWk1wHXkJYRkYlo1hCnSnG4GgUiqy74FHaG+JEXbrlEo1k5ZrGWTd7dRruOrUqXPdjIyMULEqxDpj9Az2rLxuCpNEIYGdt2lubr7i+pVKhXw+TySyeoCdyWRQsHG5dBrXcCZ8M7YtEEKsShHc1B9jthhncamIYQlURcKwTbLFCjYSfr+bsyOTmMICWRBu8RKMesinyyxOp8lmyzf5iVwfiwt5RkeTBGJeApHLB1B3qi/UlShbFUZKkwwXJxgpTpA18+iyhkPWsYUg6U7DWz4yh6zjVdx0OlvZ6t3ABnc3eavI3y99nXPFUZ5LvQaAjMx9wV08Eb4ft7I+RdtbvRt4ILibl9NHEAhCaoAuVxsh1U/eKpCzCmTNPPFqkqowVqJrzXoD7408zCZP72WDyPeE7+No9hQJI8WzMshC8CNqN339H79s/yEtwB5t67qcy7uFQq7C8nyOUtFAyDpCcWFYNpWMjUsLYGoCPeRHKlXQPS4sw8SqGpiVKlbVQHLqVP2dgISQFMzKAlbFQEZBVzS29HURjQRQZJlCVfBLL9bElk+H33x0fcUWALKGrblpbO2kqaMHj++S4A5FY+x5+CkkSb5lMSLLMsFIA6m5PMl0dt0F1/D4LPmSieoOsmnnvZeJLYBwMMCD9+5h5MwxPhDR2NKz/k3coSYuE8kMXo8bt8ux6vWh0SlKpkQ5W+bM8CTbNnav+dlWDZOlRIpsvkh3exMu5/XdSxVZ4js36PzB0QovzZi8dLGBM4AswQ9vd/DdG9bHDOpmeOOzcbudeFyrJ+KE6kZvaceVsvD6gnj8AbyB0Kpr8npo6exlcWaSfDHNzEKCjpZGABbiSS6Mz2JZFrYQqIqKx+0gnc0jAUaxQF97jKGJFBW5yMad96yINVWR6I56CN67D13XCQaDLC4u8uKLL5LLpjh9+GW273uQDW0RuoKPYhgGMzMzTExMUK6UkSQJh0sjoJpELz4X3+lC62aoC646db7N2bZnGyVXiYaW1TVWRtXg6WefxiEcfOhDH8LrvfwBXcjnee5r/0QVnSeffBKf79IMXDQc5sMPbqeQS161Se7YbJzjw9Pomsr79g9i2TbPHzlPoEmjpy+MkGUW4wVUp4IsSRiSgQUU3Xk0v4zP5SDY4FkRay6vhm0LCgUDy7JXibjrQQhBtWpRKZtUKiY+vwPnW2zbi4Uq46NJKlULy7py49G7ASEEz6cO8LXlF1es19+gYlXJWbUoj4xMn7uTQe8AA+5u/IoHTb68HiYkB/hUy3dzIj/EM8sv0qQ38P7oI7cc0VqLD0UfZ5t3I2EteMUIky0EaTPDYjWBjEK/u2vt9D4h6Fo6zc/Gl/i3YS9OW/Bjnl20tD217sf9TkUIQaVo4HBpZKoyf3HMTaIo86ldBVz5FOnlIkLWQfPia4rga4qSGJnCLhiEGtqIbOqg8Ca7/7du27asFZt0YVlIloTb6SMYiNIWUIk11GytU2WbX3i+yGjaxqPB5x7xrOoLtS7nqrqJbdmEqy1zxVRB+Saj+2sRijaRnJ9mOZ2jq+3qabVC1Cag3hjwGobJxMwiAb+HhvDqAXg6m2cxkcHWvWzesQ/nVSJxTe3d2JZFa2srojCNZFXW5+QukisUOT86Q75URZVhcEMXQX/tuTExs0iuWEVxBpAVhdbOZt78MzVMk3S2wFIixXIqhy3JKKpG9GJE5nr5jj6dsFPmfNJiNGUxlrZxaxI/vdd5S42Y14ML47PMJzIgBE6HSiTkx7Jsejduw/K34ZIktt/7yC3tQ9MddG0YZOTUYSZnFmkIB/B5nLRF/Zw9P06xXKk55ApBMg0g4XI6mE2W8MVcVKpxsqU4izMT+IMRUokFHrpnJ5oi09jYuLKfWCzG448/zvPPP48/0sCGliAOTcHnrP2Wmpub2blzJ/Pz82iaRiQSQVsHo413MvWUwuuknlJY592ILWxG06NU7bWb7545cIZSssTG/o1s3bqVQqFANpultbUVp9NJNjnJ177yNXIlm8aWNp588klkWa7VfiXHoJy54r4LpQqvnhxlMZWlathoqkx/WyNLqSypQgHFKfD6HMguDc2tUS4aJBfz5DNlos0+ImsYO8BFEXdmCQXYtq2JQPDaNU6WZZNJl0klS6RSJcplE3FxWx3dIdpaA6gXc/xty+bE8QUy2TIOr05rT/iuTRk0bJMvLD290lA3qoXod3cz4O4ipkcxhEHFNjCFSaujCbfyzrSEvhqqUcJbmKd7/OvE4icRwNdCLRR7Pow7Uo9gvYEQgvnJNPlUmZLq5C/nOshWaoIjphb4QHgGj1PF3xIj3NWCquuU0jkWTl/ApXnYsf8xbIdgqTR3XftzKC4aHc2U8nn8wTCO5Dkku8p83ubnny8yl7cJOiQ+94h73cRWOptncnaJTZsHscM9IL19DXyrlTKHX3gGuZrnvl2b0K/gnFgolTk/Oo0/EKJ9630gSWTjc5w+dqjWI645Qk/HpYyDo6cvkCkLYp399Gy6gd51wkbJTHJh6DTtzQ341oq6SRqlUgFJAqfjyjW4tm0zObvI1FwcW3ZcbMpr0BZx09/dSiqT5+S5cSzVzYYd9xCKxpBlGS0/TWZxirHpBQrFMgJlpV5Jd7rp6t9Mq6OAZK+vMLwTvNGw2Na9yIqCbVaRbBMkmbb+rbT33loLjDcjhODUwZdILUzR3RTgffdsRpYlFguCV06OUzUMqtUq1WoVl8tFa2sr4XCY1tZWlpeXOXjoMCXDRtUdyFaVPbt2sGXLljX3VSwWcTqdq1IXv52opxTWqfNtQqlUYmJigr6+vhuaPRJCMDo6iifmuaLYAmjvb+f0q6cZHR1ldHQUW9jY2PRv6cfWbIz0NOligVLBxJlK8NJLL1EoFNjYFmGg6eppM6qikMwVyRYqREJ+FuMpXj05QiDoRHVIxJr8jI4mMWxB72AMl6cmboQtLu8++yYkSaKh1U/Qo+H1XduoI50uce5sHMOwsITAtmv26qqmoDlUiqbNQrZM2KNTyVdZWsyTy1cQskRTR/CuFVtZM8+fz/0d05V5ZCQ+3PAE9wV33enDelvQqjk2D/0NofQozsol0W9LCmPdTyH1PIV7jejdnUYIQblgYJqX6udq9uI6ylUacqdKEk8PO4l6bJ7orayKHFg2/N1ZFyD48MYyjjWe+sKuia1CukKqpPPVZJSsrdDqs/A6bM4n3JxLOegLGKjLaYKtMYQmWB6fRlMcNLf34Pb6MM0q5Wwe3eu+4gCsnM3jD0ZodrchSwpasFZnaWtuphZL/PzzRZJlQZNH4j8+4qHVd+sDuVK5ytjUHPFkDqE6GE9W6Yy8vQNE3eHE6w9RTJZIpnM0Na6uLzVNi9PDEyzEUzjcXvJ2mZgto+k6ii9KrGsjC9NjTM0ncDl1mhtrEeWNmzYxFq/Q3nu5mcJVkWQmlisspsskkqP0djXT0hjBtm0M00L3Rim4mjhz+hvY5TzbNnav2ePJMExOnR8nW6xiqx4iTW10DmxheXGOtuZGjOQY50ansBUHjW1dRGItl9b1tmPlKuQqiwjNi8vjIxiN0djSvuL0aJbTaPmpVfu805bg5UqVRDJDYzSIfp3P3WK5gtBctHT10d67gcxynGR8AahFHtcTyzIxq1WKxSLzSzbTi0k6N2wj1tLIR3p3rPw21/ocw+Ewc3NzTE7PYBkVQiE//f1XbnPhdq9veuy7mbrgqlPnHczhw4eZmp4ik8lcd88sIQSnT5/mxKkT4IQdD+244sPLH/YTjAVJLaZAAofLgdPlZHZhluT8EkEfaE4ZVXJQKeZYmp8DYTFcStLTMHhZUXTVMBmfS9DU5OdEYhZPk5PlfIFMrkCpWsUWFprLzfYdzYxcSGDZNv6we1X/ruvpW+UPuXA6lOtKJ9SdGhXTRsgSXr8Lj9+B2+dYtU8hYH65yNzIMggwTJvW3jDq29jI9EY4VxjlC4tPk7XyuGUn39f8UfrcnXf6sN4ehGDwzF8Si1/qv1V2BMj6Oxju+w7yvrvT5apasRgZybCcMvA4JNya4A3jiVirl1BDLVWsWjYpFaqomgyyzNE5nWdGHJQtiZJwIEvweG8tIiAE/NUpFy9P1lKyzsc1/uW+Ag2eS6mlwhbMTaYopKvMZDWezzWyZHt5omGJ925TkEPNPPPyAmbSYDYLy4bMhRGVlmCRoKTj0BXaemqz86cPvUIyvUDj5h7coctNcjLzSywMT2N4ugjd347nTZliF1KCf/+tNMmKRldA5nOPuIm6bk0U2bbN9HycydklLElD6F6a2rtp6ey7pe3eLMFojEJqieV0dkVwCSFYSqQ5eW6MXKEMkow3GmDrPQ+t1GK5PT56Nm1D03WmR4a4MD6H06ETCvhRIj30xW4uMt3c0UMhmyG5NMuFiXky2QLVqkHZkti0fzPYAnQPlVKZY2dH2dLfQTi4ehY/XyyRLVnIriD9m7evCKrWrr5aX8BQD+GmPMlche4Nb4koSxKeWA/9O9z4QxF0x+XnYToCZOeqCLNENBxgKZFiPp5mYNf9uEoLwNub0m3bNqfOj5POlZlbStLe3IBpWsiKhFPXcTo0nA4d5S3PvtaeTbg63Xi8fmRFIdzYTLjxyrXRN4tlmZw7dgCrWiIaiaDKEgU1BN5aOuCbJ0LWeu5LksS9995LJvM1DMPgoYceQl+jJrDOjVMXXHXqvEMpFovMzMxQMkqMjY+xefPmVSFt0zSRZGmVy6AQgmPHjjF0boiSUaLrOiyKN+3ZhFEx0HQNSZZqluvPHQHLIBIJEgzazExk8agOrGoBl0Pjkd2bLxNbmXyJr7xyklypRLjdiy/iRmg2Dr9CIVdBdylIkkJTkxfbFiQTJSxLEFzDkOJ6qJpvGlSKWtPhUtGgUKhSLBq0twco24JM0aC1L4zuUK/6WciyhOJQKeYqhGNePP7bk36XqKY4XRgma+bImgVyVp6IFmKbdyP97s6r9qSq2FW+HH+O17PHAYjpUX6w+buI6qHbcqx3I83zB4nFT2JLCkd3/AvSwV5MbX2MPNaDbEXi6JyGJcCpgK4KltMmlfkUVVMgUMjnHAx2OGjwK1iGidLUjeGSkc0ymVSC2fEkFVOQLErkqxI7ZNA1QcFUef5sIxG3xs5mg2+MOnh50oEDA4cuMZtT+dyLXv6fXUW2xkyMqlUzmEkbTKQ1Xi02UULnR9sWCKsV5ud15MQcmz0lEraLbyZ8LGfcVE7UooZOLcT/+1jXijDwBcJkMgmKqexlgquQTDNxZoqZpMmwscw/TB3lJx7rZ1dHiKHxGb75zefpsRV8oR7+4yMe/I5bi2Cks3mGx2cpVkxsxU0g0kjXhsE1e2S9XYQaYsxPDK+KMBw6cZ5S1cTl9WPYEi63B013rCk+2no2UCoWWJ6d4MTQOLv33YOm3vx9SNV0NuzYx/zkKJMXzrCUuljP6fRTrVbwBUIM7nmA8ycOkk0scPLcBEG/h5ZYhGjIjyzL+Jp6COY0qpUSgfAavRadfjq3PUCbaa5Y1b8ZWVGINl15EmR5cY4Lw5M4ZeOi8cYMlupiLp6mI9ZMdmaIoN97w7W6N8vsQoJ4MkepaqJoDkYn5y56qNas0oWAjpZGutprdXq2bSOpLgxPM77bnMJq2xbnjx+imE0S8Lh45JH3MjExATd4/3M6nXzgAx/Atu262FpH6oKrTp13KKOjoxiWgY2N0+vEMIyV95LJJM899xzR3igb+jfQ4GpganKKpaUlRkZHKJklurZ00dLdcpU91JAkCf1NPbQScwmqxRKaCo2NHmwB01MZDNti7+Zuupuj6NqlW4tl25yfWODg2XEWU1lsBEFqhdSaQ11JE7SFAAHRsIul+RymZePw6DhcN5f6lUmVmB9NUnrDsl3U5kKFLbARCF1Bv9gA2eG89j5UTaGtN4xp2Lell5ctBK9ljvLlxLcwhbnqvbHSNIeyJ3HLTrZ4+9nk6aPf1YVTqYUIUkaGocIoL6QPkjTSADwY3MP7Ig+vaXzxbsVRTrPp3BcAGOl9P4mGwTt8RJdYyMt8c0RnZNagXU6gYvOq0QWAhGCvlgEkFl3NTGZVDo/B9z3gY1e3A8sWHJio8OIQVFIqzbIHh2ShYqPIgvaQQoNXYna5yuGUzp8e1XhvT4GhsQL3aHEG/CVCbsFL2SaOZYL8wQEPLT6bXeo0IatEpWpTsBS2OZbYGpHwOHQsPBi5ArJu4VTcPPrALu53RTk9l2FoPsvpuQyL2Qq/+Y1JfsXpYXt7kGCkgfnpUUqp7KpzL2XznDowwlLGYM7yM0sYI1/lV790hkc3NHBsMsFu26ZBF/z0A45bFlsA8/E0BUNCdYfo2zBIpKn1jqf/ev1B9j76AVSrSMkyWF5cpCI0/MEAg4ODdHR08JWvfIVMPkM+k8IXXJ12KEkSfZt3UCkWyKeWuDAdZ1ND3y2dlyRJtHT14QuGGT51BGHbbNx5D15/EABV09i0az/j506xNDtBqmiQHpmhtz1GU+8WFnMWqfg8iiyxODtJa9fa0cO1xFa5VCC5OE8+myafTdO7eRuBcOOqZcKNTegeP5VcgrMj0wjNTUNLFy2dvYyPnGPuwjQt0QADPW0IIYgnMySSGdqaovh96+uEVypXmZhZxO0P0h4M4PF4cOoamllgdHIaSa410G4IuFlOZZldTGCYNr077sd528WWzfDJI+RScfxuBw8//DDRaJRo9OZ6x91qD846l1P/ROvUeQdi2zajozWzi56tPbR2thIMBVfeO3DgALlSDjkhk+xIcurkKZbGlwAoWSV6t/cSa4+tue1aHUkZh9txWR2GEILZ0VmwDFo6/ciKjAyEwi4WZnIcGZok7PPQEKoZWszGUxw9N0Uik2MplQVZItbixx9ePeMmyRLKxcKsbMlgcSGHaQsabzK6BZBeLlLIVODizCPURJPu1nC4NMRNNE2VJOm2iK2MmeNvF7/KcHEcgG5nGx2uVgKKF7fiYrI8x6n8OfJWkUPZUxzKnkJGpsvVStEqr2o4HFT9fE/s/fS5u9b9OO9qhGDL2c+jm0Uy/g7Gu558W3efKUssFWRcqsCtCRQZpjIKo0mVkWWV2aTNBjXOZqWISwNdldjiUahYEg5Noq91gK1dLhyazF++kufIeIW/eDnH2JLBmdkqyfwbEVsvacVHU0ChLazyyBYXEZ+CsG0aM3lOHxEMzRl85YKbh/UFoh4I+52AzUP+edocRb6y1MRsTiEvxditmqiShVtX6G9049AUvMEIXRsHuXDyCOVSkYGtu1eiEK0hF09tacKwbP7j0+c4OJHk179yln/7oS1samxAllWyuRzHL2RJGxq5bBl9fpRKxWDZdtO9aRu/sr+bv3x9ki+fmudb52vXrub3sDFsYlVL4Lm1SQKhOGnb/jBMjNHeuwFVuztm6SVJQlIUTMnDudMHyCfj9PV0c8899+B01iJVnZ2dnBseYX56/DLBBbWI0Mad9zB65ji+UGTdRKQvGGbXA48jhH2ZO6Msy/Ru3k5bzwCLM5MszU4ynTbRKiqjZ4/guphavTQ7SUvn5e0Y3owQgkwyzsLUOKnEIqosocg1S/eAVEFVJEzrkpebLCt09m1i+OQhJNkmFGujb0stDd4fjjKjuphbSiErMsupLKWKSWPT+qfqCSG4MDGDJWt0tbfz+OPvWTnPbDbL5OIXwTbBMhgamyFfsRGyhlA0Zmbn6Auu/bxdr2MbOXOMTGIBr1Pn4YcfpqFhjWhjnTtK3aXwOqm7FNa5U0xMTHDu3Dn27NmzMls1OzvLt57/FoZssOc9e5AVmQZXA43uRoaGhjhy9AhVqcrOR3aiO3QWphaYODOBEIKBnQNEmte28E4uJhk9OUq1XCHQEGTLvi2raqYWphYYPXEB2Sqxd18bqqZQMW3Gx5JcOLuEjExzNMh3PbaLsdkEJy5MU7GrZAtlhATegJO2vqsPEkqFKgtjSaqmTf+2JuSbTBWxbUGlZCArEooi18ThTYis281IcZK/mP8HSnYZVVL5YPRR9gd2XWZtbgubsdI0ZwrDnC+MEzeSK+9JSHQ5W9nk6ePewA5c70K3wWvRMvs62878Bbak8uq9P0/ed+3o7XpgC3huzME/Djkx7NXfmYLNvdokVaHikysEnIKIX6O1txlPJITuca35W7CF4AuvF1gcm6VRznPcaEZxOnh4k4s93Q5Cniv3hipXbf7bM0kC+XkafTIP743hiwRIzy6RGJlAtk0aGxsRwT5Gyx7Gl0vE9Cof2N6BS1eRFBmX24skSViWiWWaa6a3ARiWzX/46hCHJ1M4NZltrUGUhdO47QLnzQaWbC97tBlckkERB3vve5gnBi+lj52cSfM/Xhwj7NH5eFeF7NwonbHAKhe+GyGTK+APhKkEe+AujewKIRg+eZhMYh6fy8Fjjz22KgqRTCZ5+plnKFQtdj/45Mpnn8+myaWTxFo7kde5YfCNYts2uXQSWVaYvXCCoNdNOp0mnS+zafd9V7TZtyyT4688h1Epo6kSuiLT1NRELBYjHA4TDoeJFy1SBWPVekIIxoZOIoRNz6ZtqwTh5PAZ5sZqDpdC1lEcblq7eujxltc1ojk5s8jQ6DThhhgf+uAHV40DDcNgenqa6elpFubnMU2TslAuNtHuuqWm2deDEILFyWES02M89NCDtLbenXWq70bqLoV16rxLsCyL119/nYpZ4dlnn+WDH/wgPp+PlpYWtt6zlWQhuSJIlnJLjJ0aY2x0jLJVpmdrD/pFK9+mjiYisZoDleNNzShrvXFsFFUBs4IuilTzaRA2mSWbiXMTdG+uOSjlM3nGTo0hjDIOp0o2V8XWFUpVC1tVcPkdGEWLUtXgpVPnaWjyULTLBINOKpaJYQka26/dxLFaNqmaNqEGz02LLajVXLk8d8fM9pU4lj3D3yx+BQubNkcTn2j60BX7WclSrU9Wn7sTGmDZSDNSnECXNAY8PXjWqeHwO5HW2VfZcvbzQC2VcL3E1vmEytdHHLhUgd9pE3AIwm6bZq9Fo9cmU5b5i+NuLizXHqWdzjwOu8qYGcK0JVp8Ns2KjVuv4nEoBBqDRHva0VxXF8SyJPG+njJnU1nyJZuPtGbZdd8GdPXaA0inLvPT72/h/MEsLitNfj6OpipYlSqKomFWbCxTZdeWzey6xsBdUVQU5crDBE2R+YX3beLffeUsx6bTHJxI0iU76dcK9HrLdHsdtFXA6Qqzc/9DdMdW1xJuawvy37+35py5ODNJdn6cbL54zXOsGibJdBbDsFZMCjL5IiMT8zT3eegIqVczMr1jlEtFJofPkI7P43VqPPjgg5elfIXDYRobGphdjJPPpAg3NtfqmE4dQUKQSSbYsH3vHU2PlGWZQDhKwKWxd8P7sSyLkydPUjg3zOLs5Irgsm2bUiFHU0MEl67gUF1c0GXQnHR3dzMwMHBZ3XE2McPUTJyO/kuui5Ik0bt5bcv79r5NFPJZysUCTe3dxFo7a+mLqQtgldblfA3D5MyFCSqGTTQSuWxgrWkaPT099PT0UKlUeOGFF1hM52nu6MHhvP33ZbdD4bH79lLIb6wHBO5i6oKrTp27nI2DGzl45CC2sHn++ed54okn0HQNPaTTGLqU7z5+bpzEVAJJkvCGvTS2r86F1xyrZ3xTSykmhibweh309/rBKOCRBZu3NGAaNsPnE8yNzuANeGlobUDTNVy6IJmpYlkyp88u0rmxEVmW8AWd9G9toloxmRpeZnxxGUdIYu++Vs6cWcKyBYGI+7pqpfxhF5pDweW+u8XSrfBGM+KvLj8PwDbvBj4e+xCafP235IgWJBLYcXsO8J2CsBm48I/0TDwLwHzTHsa7nliXTecqEv/zsJtcdW3RLyGQJbCEhEOx+Wdt80TtLEJ10LKzFdXtRkJQLXgxKwaKpuL0ey8bKFumibBt1DcVpwvbJj01T0fIixSWKJtFrEIeAmv3nqsWSyRGp2jbtImorwmP6iOwVWHi3Gkq5TLx8xNIyHjdAdoHN6CoGpZlrUukRFdlPvuBTfz90VmcmkxvoIvMhUNUKbP1gc3Iuc14/MFrzvL7giGErJIrFLCFWLt59UWGLkyRypdqfbSEffGvZi0vqdodr9V6K9VKmenRc8TnplFlcOsq9913H83Na0fy9u3bh5BVpjMmC9PjjJ87hVuXkSWZTGKBsaET9GzavhKFnB27QDK+gKKq6A4Hmu4gEmtZ28Rinc7H63HTGnKhyBKaptHX14ckKwjfpdS5uckR5sbO49uzk66LfZze89ij+Hy+NduYGIbB8UMHyJVNmjq6rxhZfTOyLLN51/5Vr1mWSaJgoJSzl7kqXgkhBKlMDlmW8fs8q66/CxNz+AIhwprOQw89dNXtOBwODMOgUixQzOdum+CqlEtMjQyxY+cuuqJeZFmqi627nLrgqlPnLkZRFMIdYfaG93LylZMkM0leeOEFdt6/E/stdrgtPS0sTi2CgL6tVy6kNqoGo6dGWZ6Lg1WlmrExWyRUtZamFArVHhDFQpWZ2TwjJ0Zw+9w4pQpYFRRVxpZlmloDq1L0ZEXG6dYJx7yklvKMj6Xo6Q2Ty1URkkSkyXtd5yxJEm6v49oLvkOxhc0X49/gtcxRAB4M7uWD0ceuOsB8M5JtoVdzOKpZ9EqOTKADQ197IP5uxlNYZODCF4ktnQDgQs/7Ger6APp1po3aota/KlGsiY7+iMkbqwoBnz/pIleVafFZ3N9RJVORyJRlEkWZhZxMwZCxRG2972xboJrKY2su/M2NaC7nxd+GhNPnhbd8PbZlUUxmyMeTlFI5hBB4IgFCnS3obheSLDO49wHyC0ks02R26gLJiVlatm1Y9bsWQpBbSLA8PoOGBgkDb7g26Iq1dhJuaGZ+cpT5qTEUVWVg2x78obUjqLeCQ1X4xL6OlWOak0oIj0zU1Yzsub4otcvjqwlBA4rF8po9n2zNi+mM4OtwUZ6fxeXxUimXqJSKVCtlmjt7ae/duK7ndjMIIahWyiuDbVmuNS926zLNTU1s3br1qjU2gUDNSfHU8Gkmzp3EratsGOgnFovx8suvkE8lMI0q5VKR4ZOHsaoldEXGqkKhUNt/Yn6WvY+8F2mdG9KmE0ucO3GA+/btQY5datb7Rkrg5HKBbMmkWMgxM3oelyav6tUUDl9el/YGLpeLSCRCaWGJZHyBpraumzrG5OI8I6eH8Du5bsE1M59gdLrWF0tTJIJ+L7IsEwxHWMoZeF1unnzySVyuawuoQCDAYiJFqZAjFG285vLXg7BtKpUylVKBUrHAzOh5sKosjbvoiV1fS5g6d5a64KpT5y6mYlXIGTl0h86WfVs4+cpJFuOLfOu5b7Hpnk21VMCLON1Otj2wDQCXd+2HQnIxycjJEYxiEewqLS0+2toDqGs0Ve3oCpIvVCmWDRLT8+SX5mriSZbo7I+grdVBFQjHvOTSJUplE9sWtPaEKZaMu7Zn1a2wbKSZKS/glHUcso4qqaTNLAkjRaKaxCE7eDC4h6BWe+hXbYPPL3yJM4ULSMCHou/hcVcf7aNfxtDcLMZ2UnZeGpDIVpVAZpJAdgp/dgp/bgpPYQmJS6W3hurk4J6fIedvf7tP/+1BCBSrjLOSxVFJE0qN0LR4DF9+DgBbUjm2+Z/zmfHHmDmv8P07i+xuuVQDYgv4+oiDo3Mahi1hWmDYEtmKhC0uiZfBRoNP7S7i1gSHZjWOzevIkuAHdxXpCFhvPSTyVYlCVcJlFliYyGGrLqJ9nfibrh5VEEIwd2oYs1BBlVScF1NBq6kis8khPA1hejZvI+puJupvplopE5+fppjPUUik8DbUrg/LMIiPTFFOZnHITsLRJlo6e1ftS9N1Ovo30dYzAPC21P5IkkRr95UbpV5rPb2SXOVyCpBM5yiWTSKbNiMpKs2dflq6Vu/jTjfDBSjmc8Tnp4nPTaNpKo888V58Tg2vw4/f3off778hM4Mt/d2k5ibo7upkcHAQSZJ44AEIhiPM5S0kbDRMQkE/27ZtQ1EUyuUyp06doirpGEb1uqJEV+PNn2upkGf41GGcikQuk15z+ZBHJ1M0GD1zHE2BttYWurq6rnt/bW1tLCwlSN2C4ApEGhCyQr6QxzBNtGs47iXTOcam57FVD4qmUzGqLGUq2LbF5FKeoN/L4OAgkcj1TVb4/X5kGUr53E0d/5sRQrA0N8Xk+TNYloEsSciShKpIRCIhBgfvHifWOlenLrjq1LlLOXjwILjB1ehCVmRcXheb9m3i7OtnkQxpzfomj3/ttB0hBONnx5kfmwWzgsspM7ChCa/vypEkSZIY2BDlxPF5FscmKZermALaeq8stqA2m9vUEUQSAk/QRaVQJeC+OwvYb4Uz+Qv8fwtfxBLWVZd7LXOUh4L72BvYxucXvsRUeQ5VUvhE7IN8MLXEwNHfQLXKAGw6/3ekAt1kAp0rQkteY/u2JFO9GNVyVjLsOfL7HNz3aQqe2+eEdaO4i0t4Cos4y2kclTSybTDe9SSGvjrSadkwkVbIlGUKVQmzUmYnw+yRhwmlxwhkp1Y+nzdjSwrLkY2MdL+f3x3fwmiydk3+yWEPixtLvK+/QrYi8adH3ZxPrH39qbIg4rJJlmROL2l87gUvn9hW4q9P1UTQBwbKl4ktAEkCn0OgWVWmxtLYqpNAa2xFbBnlCqmpeXS3E3c4gOZyrgxanaqLLVv2M3XuDJFYC9GmNkAwPXqOxOIcHtVL1NW0si/d4aS1q59MNoHmdWOZJpnZJTJziyhCwaV66OzfTPNV3OHutMnC9dLWPYBkltEzo3DxujdNi+GxaUq2RtV3ZRe8Oym2sukkk+dPk8+mUBUZXZFwSBINbgXHxVTu3t7ea2zlcsJ+D+9/33tXWXR3dNQiiU6njSL7aPE8SjgcXpWi19fXx2y6TLpoXLbNG8HnVJmemWZ6bISmti6mx86jYtEUi7F379p1ZOVsigPfeKbmIuh2XHG5K9Ha2srxEyfIJBNYV+jddS10hxOXx0clXSKdLdAQvnrvtXQ2j624aGztonfzdnLZNMmleWbHh3Fq0BCNsOViSuT1EAgEkCWJYmEdBJdtszg1ikOx0RwOPB4PXq+XYDDI5s2b632y3kHUBVedOnchqVSKCyMXKJpFdj+2e8Xowh/ys/s9u5HlK7uUrUW5UGZxYh6MEi2tPjo7g9dlSKFpCrGYl9GRJBaC5q7QdRlRvLFM8o0eWO8yjufO8lcL/4SNoFGPoEoKZbuKYRsEVB9RLUREDzFanGKiPMM3U6/yzdSrAHgkjU87Bnn87JcJZWo28Gl/J7aiEUqNEsqMr7wOUHYESAe6yPo7yPo6yPlaqTj8IMmoRom9h/8rgdw0e478Hgf2fpqy68opO7cbZ2mZ5oUjNC8cxp+buez9UGqUQ3t+ClupXR9LeZk/O+ZmPKWwQxrle5Vv8iHlNVzS5ddNUXIyb4UYEy2Mh3fQsX0TON18a0zn9ZlaNGpHs8HROZ0vnXMxmVYZTylkKzIORfDRzSWafTaqLFBl8DtsAs5aHdZUWuGPDnmIFxV+7/WaIOwMmjzRXSKTLONy62gOZdVvzjJtZseT2JKOKxwk3N0GgG1aLJwdQZQtyiJLamIOWVMItjbR1buFoB5B8khE7m9adX4btu+jNZtG03Tkt/TsaesZoF3awHxxirmxEXIzcRyyE18gRO+WHSs9k94NCNVJ1deBsXAOIWzml5Ypm+DwBYi1dq7rvvLZNImFWZxuD40tHZe1wbjmsQrBwvQ4E8OncSgyPqdGS0sLPT09tLS0oKyD0L1SPyT9YlZCLHb5JIssy3gc6g0LLiEEc5Oj6LrOrsENBN06YyfnMAoZxs4eQ5YkIkEfDz744BXPbXR0FE2VUWWZnTt34vHcmENfIBDA6/FQSmXJJOOEG2/OsTIQbmAxu0w6m7+m4OrYuBNHq0koGkOSZfzBMLIsszg9hs+psX///hu6NgKBAIokUcrnbjnyGg24ePKRB4nHl9i4ceMNX6N17h7umOCamJjgN37jN3juuedYWFigpaWFf/7P/zmf/exnVyn2kydP8uM//uMcOnSIhoYGfuInfoLPfOYzq7b1hS98gV/+5V9mYmKC/v5+fvM3f5P3v//9K+8LIfjVX/1V/uRP/oR0Os3999/PH/7hH9Lff+NpD3XqvB0MDQ1h2AaR5sgqV0EATb/xaJHL42LHziZyyTSNseurpXqDxkYvy7kKsqrgC767nfBMYXEke5rR0hTvCe8npl9ub3wwc4L/u/Q0Atjl28I/i30A5QpNLXV3ipm5r/PX1VGmVZlWw+QPFufoMUZr+1McDPd/mKn2h0CScZTTNC0ew12Kk/F1kAr1UXJFaiGVtY5Xc3F4909wz6H/grewwN6LoqvquMmaLiHwZ6eQbYN0aO0Gpleid+TL9I99deX/tiST87ZScQYpO4I0LRwhlBln6+m/4PjWT/HajJOvnRZstU/y3x1fYLM0ubLulGjkoL2Ro3Y/xUgX31puIWO5kBAIJFiEzoMmj3VX+MKZ2jX5nZvLPN5b4cUJk78+5eLEgoZfKtPiVfnZ/dDglsmbZZQ1Jho6gha/+FCO/3nEzbmEhioLPrklw8yFZaqGQBI2mkPB7dOJNvtr9Y6ajr+5iWy6QuOGbiRJqqX/DE9gl0x87iBun782U28ZlObSuLrdVx18XUk4vbFOxBEj0BdmtHiMls5ewo3NdzyN7naQLVsMDc8imyUM08LWvfRu2X5T0Y63IoQguTTP/NQYufQymiJj2YLEwiyDe+6/oW2ll+NMDp/GrSl0d3Wye/fulX5adxq3rmCZJrKiXPc1cuHUEVJLc3icOtqWHkBn//79RC9cYGRkBCEEDz300FXPcePGjUxNTdHQ0EBf343dQ6B2rbe1tZHKDpGML1yX4LItCyHEqusjEI6yOKWSzuRXLWtZFulsgWQmh9/rJtrShelu5K0tH73+IO976kmqpcJKTd314vP5kGUJs2JgVCs3nNZZKuSpVkps7e8k4NIAFw0NN9fAuM7dwx0TXOfOncO2bf7H//gf9PX1cfr0aX7kR36EQqHAb//2bwM1f/snn3ySxx9/nD/6oz/i1KlTfOpTnyIYDPKjP/qjALz66qt84hOf4HOf+xwf/OAH+fznP89HPvIRjh49upLb+p/+03/i937v9/jf//t/093dzS//8i/z1FNPcfbs2bvm5linzhuUSiUmpyYxLIPWnnXqp1FM4tJMXDcotgAsWSLS/O52PzJtk0PZUzyXeo20mQVguDjOj7Z+nBZHrejZFoJvJl/h68mXAbg3sJOPNjx5mdmFZBs0Lp2ibe41oomzSAg+Abzu9tAr+3C720goTkruKKM9711Vs1VxBpnsfPSGjt3QvRza/ZPcc/A/4ykusWH47zm19QduaBvOcpKWuYO0zB/AW1gE4MymTzDd/uB1rZ8an6R37GkA5nwDJNv3sBjbiaFdmt1eaNrNniO/T/PiUV5Jt3I2v59PqMNsVsfYxCSWrDLXuJvZjgcY13v5wlk3R+d0qPXrpidk8j1bS+QqEn921M1kWuXPjtUeYXtbq7ynpwLAQ11Vom6Ll0+W6dOS3LcpRqDqYujCDK6QRqx97cGT1yH4iXsLHJjRiSglqnNxTKEiOV0Iy6JiWVSTBo6Qjqe5BaHo+APgte2VWWfbssC0cWpuNuzYhy8QqqUAJuNIsnzLjmW64kBXHGzdd33fyzsVp8uD5glQSldB1Yi1da2L415iYZbp0XNUSgV0Rcbv0mltbSWRSNC3oQ+HJlMxbCqlIqVCHm8whCwrVMslKuUS5VKBUiFPZ98mJFmms60FrdRPOBxiYGDgrhG/QghefuFbjM/Ms33/Y7g8177v57Nplhdn8Tl19u7ZvWJ04XK52LZtG4ODgzVRc42oXSgU4sMf/jC6rt/059Ha2srQufNUK5enEq/F/NQYc5Mj7HzgcVS1NiHpD0URkkKhVKRSNXDoGqlMjjPDk5g2CFklhIeAr2PNbfqcKq3RGxNab6AoSk2k6dUbFly2bTF86jBmKU+LVybQ03NTx1Dn7uOuanz8W7/1W/zhH/4hY2NjAPzhH/4hn/3sZ1lYWFiJev38z/88X/ziFzl37hwA3/M930OhUODLX/7yynbuvfdeduzYwR/90R8hhKClpYVPf/rT/NzP/RwAmUyGWCzGn//5n/Pxj3/8uo6t3vi4ztvF+fPnOXDoAJpfY9v9225pW/MT87jdKgEpBdzcT30xW6Fq2tde8B3KUnWZ/zX3BZJGGgCf4sGlOFmqLuOWnfxI68cJaQH+auGfOF+s3ZseDu7jA9FHVw0o3IVFOqdfoHn+ELpRWHk9FexlpuVeFpp2Yam3L0Loz0xy34HfRCDx6v5fIOdru671ovEz7Dr+Ryu1YrYkIwsbgcSxHT/CUuMOAGSjxMDoP+HLzXFm8/dS9DQyn5P5x9Mqv5X5VfrlWf7WfJivtv8gH9+6dv+bhunXGRz6a77OQ6TxoWLTJ03Q3dPLaMtTHB2fp7kziPNiSuqZJZVXJnV2NhvsaTVWAn3LRYk/PuxhMq3S6rf4Nw/k0N80fbg0myUTL+KQddpiUfw+D6cvTCC7BB0D154pnhtPkcnZOPx+mrb0IckypXSOUjqLw+fB17h28bwiKTQ72ynl8lds/lrn+qiUSwwdfQ1Jktmy537UNWzEb5Sp8ydYnp/G43LS19dHf38/brcb0zRXhES2bHL6zFmGTp/EFrW7Zq0FgHTxDx5/7/uIhoI4NeWuMOtYi2984xtMzs7TuXH7daVijp49QWphioHebu6//8YifeuNbduUy2Wms9Z1PXsWR04yNT1N39Y9hKKXUixPvv4CxeQcm3tacDp0Tpwbx5Qc6G4fwWiMcEMToYbVKZmmaWAaVQY7Y7j0m08JFUIwkyrdcFrn+PnTxGfGCHrdvO9971vl8Fjn7uMd2/g4k8mssgx97bXXeOihh1alGD711FP85m/+JqlUilAoxGuvvcbP/uzPrtrOU089xRe/+EUAxsfHWVhY4PHHH195PxAIcM899/Daa69dt+CqU+ftYnp6GlOYV+zRcjWq5Sq5dI5quUp8Ns70hWn8Xo3tO2P4/TcWzY0vFVhYzOEIuHB5352FubOVRf5k9m8oWEX8ipdHw/dyj387prD4k9m/Yboyzx/P/hUO2UHazKJJKt/Z+BR7/FtXthFMj9I98Q0al06uuAeWHQFmW+5ltuVeim+TkUU20Ml8026aF44wMPxFjuz+19dcR7JNNp37W2RhkfZ3Md3+AAuxnWw8//e0z77C4Ik/59mBf00qJwgsDdFlPg/AvkP/hX/o/xn+/bEBfkL+O/rVWVJSgH9vfhJ5QeN7BkuXZUEWDYn/d/w9PGUrdMhJ/BTY6Usgdv8QqWAPCxcmkQyZuYkUnRsaUFSZLY0mWxrNy4474hb83P15zsZV+iPWKrGVThRILxVwKg429XTQ1BimUCwjSxKVUvXaA2RJJrJpM8ynCHU0rxhOeCJBPJHgmqsIIZAlmUZXK7rqRA/XMyduFYfTxfb9tWjvzQoao1oBJLweJzG/k557dzMxEWFgYGCVycSb66QCLo2oz0ljOEA+X0tHUxQFt9uNx+MhEAgQ8jhxXnRdvRvFFkBDQwMz8wvkUsvXFFyWaZJYmMGpyDeVBrjeyHLNSj5klVnMVCiXCjhdq2vBSsUCDoeT1oiHvENFEjb5TGqV4OraMIjD6ECtxDl+ZhRT0vE3NLNp5z3I8tpian5ylMXJEdzVHTdklPFWJEnCod1YvVUyvsDC1Cgeh8q9995bF1vvMu4awTUyMsLv//7vr6QTAiwsLNDd3b1quTcKRBcWFgiFQiwsLFxWNBqLxVhYWFhZ7s3rrbXMWlQqFSqVysr/s9nsTZxVnTo3RrlcZim+hGmbRJpvrF+OZVkce+EYZqWCEDbZZB4kgcut4LuKG+FaCCGYncmQypQJKfK7UnBNlGb5X3N/S9mu0OqI8cMt34NXrT3gNDR+pPV7+F9zX2CyPEvJrhDVQnxf80dXUgy1ap7tp/6M6PLQyjaXooNMdTxMIrKp1pT1bWa47zuILR6nYfks4eXzJCMbrrp8x/RLeEpxKrqfQ3t+EkutCYUzG7+HeF5lOuOgMDyOLAR5HKScHTg1gSM3w1Nn/guv8338K/UfARjZ8jFKxzxUSxJTaQlXIY2mqwQb3BSqMr/3ugeRyzOmdRLyeNnTIVEZeA9ItYHPQHcbuUKJTDHP/GSa1p7QVQezmgLbm1aLsUKuwtJMFoei093WTFNjbQLP5XKgyArCAKNqoa/hslkqVHF6nBjeVlAcRLpXD/Bs265t4y2RYmHbzJ++QCTSjHNDvS54PbkVMZNJxrlw6igNDRHe955HL9buadc1iN6wYQMbNmygVCrVBs4Ox10rrK5EQ0MDqiyRTSevuWxicRZsi0AoSGPj+vSNWg8afU7K+QwHXn2OaHMHzR09lAo5CtkMi7OTNDVGGHzPo0QiEZTRMXKZ1Kr1/aEIVlnj1IsHqAoVT7iRjdv3XVFsGdUqc5OjOBUJn+/WexveSAS0XCowcvoYLk1h08aNtLauUzlBnbuGdR8R/PzP/zySJF317410wDeYnZ3lve99Lx/72Mf4kR/5kfU+pJvic5/7HIFAYOWvvf1d2uOmzl1FtVolGoviD/svM8u4FrlUDrNaRbbLeBwCRREoCjR3h5CoFfRfL9lMhVy+igAC0RtzmXonMFaa4k9m/5qyXaHL2ca/aP3Eith6A5fi5Idb/xm7fYPc69/BT7b/wIrY8uTn2X/gPxFdHsKWVKZb7+Ol+36Zo7v+FYnoljsitgBK7oaVuqsNF/4BxJXTcVSjSO9Fk4sLfR/EUp2YhkU6XmDiQopX9AfJag24RZHtnOXhNoPke36bAwO/wOfl76KKg9/V/wANi8WGbSw372RTg4GMzej5NNlEmcRcjpnRJH9zXCOZtdikx9kYVejfuhs2PLkitgBUVWFLfydORaeYq5BPX1/9xhtUyyZz4yl0Sac5GqGz9dLAUZYkPC7HxSjX5Sk+yaU8U8PLLKZVhHL5704IweLZEbIjCwTk0Kr3UtMLVHMlcvMJqtXKZevWWR+K+Rznjh1g8sJZMskEtr32tS2EYGpkiLNHXkMRBlRLGMbNuaW6XC6cTuc7TmwBRKNRFFmmXCxcsxZqaWYSXZXp7b1ya4E7RSGdxKXJLM9PcuK15xg5dZil6RE0TCTLwLIsIpEIsiSRz6Qve84pTj/NPRtxBSJs2nnPVY1X5iZHkIVNOBS85TFfoVDgpee+wdGXnr3ms7eQy3D64MsomEQjYbZv335L+65zd7LuEa5Pf/rT/OAP/uBVl+l5UxHg3Nwcjz76KPfddx9//Md/vGq5pqYmFhcXV732xv+bmpquusyb33/jtTenaC0uLrJjx44rHuMv/MIvrEpVzGazddFV57bj9/vZsm8LqXLq2gu/hUqpgoRN+KLdksOl4gm6sGWZidkM2eUiWwZja7q0vZXZ2QyWbeMPu9dsivxOxhI2f7v4VarCYMDdzQ80fxRdXjuC55QdfLzpg6teiybOsv3k/0QzyxRdUY7s/DEK3puzLr4djPS8j9bZ12vNkqePku3Ys+ZyPeNfo2AoLLu6mW3ZX3NatCWWZ/MokoJX99I6eD9bcy9QbfgkhdhuAKZzEq+Ym5GlEt8rfQVDdXJ208dBktgeM1AScUr5Cm6fEwRkslXOL0lYQmJri5PWgJvW2NrRW6/HRUdrI6PT88TnsngCTmT5+gaAtmWjCpWw38dAT9tlA0ev28VyLkulZOILXnp9eSFHYiGPrboQrD0jnVtMUMkUUIoSbsmDKQzGzp3A2xAmM7OAU3HTs3n7LZti1FkbYdtcOHUEo5Qjn1pifnIESVaINDbTu2XnyvdlVKtcOH2EXDKOR1fo6+tl9+7dV7RWfzej6zrBYJBCJUE2tUy06coRk56Ng4jswqqx2d3Cpk2bCIVCHDx4kFKpVEvpDIUIh8N0dXWhaRqhUAhNVSgWK5SLhctMQmJ9O2josa4Y2QJIJ5ZYmB7Hqcps27btloWnw+Egm0lTKddqwjT9yhOouXQS2TZoiIR55JFH1qWdQJ27j3W/CzU0NFx3J/XZ2VkeffRRdu/ezZ/92Z9d1l9g//79fPazn8UwjJV862effZYNGzYQCoVWlvnmN7/JT//0T6+s9+yzz7J//34Auru7aWpq4pvf/OaKwMpmsxw4cIAf+7Efu+KxORwOHI4bizDUqXOrCCHIVXM3dbOPtcdo8BqU0ymOH5/HsgXBqBvbspkYSyHbguHzCbp7wjida//0h84uUS4ZFAoGli0INbz7olvHcmdYNtJ4FBfffxWx9VbchUW6Jp+jfeZlJATJYB/HdvzoZY187zSG7uNY85PsnfkS7UP/xMHodjxvaTxtJpYYnyxxgEdxRXrZ6OlAkRQs3aIUMfG4XbQ1RdE0lTTft7KeZQu+MO2lAYWj+i42tepUGnupOIPYtqCpvMicbJEzFVo7u2jy6fzZkRRZ4WJnk82TezZh21dPsWlvbmRhKUmmbJJczBNtvnJqj20LZFlClVR6wo0Ee/I0hIMoa/Sq8XhcKJK8KsKVThRqYktxEe5qI9jedNl6ZqVKcnwWXXbS0bcJp9vDyKFjVFIFCstpdMVJrLXzqgPaOrfG/PQ45UKWoNdFS0sLCwsLlEpl/G4HiiJh27UowbnjB7GrZXwunXvuuYeurq47feh3lIaGBhbjy+TSyaten51tTTQHuq/4/p2mqamJD33oQ8DaaaayLBMKhciXF8lnUmu6Ml5JbFVKRcbOnSSTWMShKcQaG9clnU9VVTweD4VKhmI+RyC89nhSkuCenVtYavDS0dFRb2T8LuaOTfvMzs7yyCOP0NnZyW//9m8Tj8dX3nsjKvW93/u9/Nqv/Ro/9EM/xL/5N/+G06dP87u/+7v8zu/8zsqyP/VTP8XDDz/Mf/7P/5kPfOAD/PVf/zWHDx9eiZZJksRP//RP8+/+3b+jv79/xRa+paWFj3zkI2/rOdepczUymQwVu4J10S3uZpCtCql0CdO0cbg0nO7azbu5K8jMSJKlpQLJRJFAyEkk4qZatWjvCFGompQNm2S2QqVoIABvwIV+BWH2TsUSNt9M1hoQPxTch+M6xFYgPU7PxNdXmWLMtOznzOaPI+Rbd05bbzJliV+b+Q7+XrxMuxTn+LGvwf21KJ1RNVmazSJPT+AUESzdjxzoRb6YXa4oCoMbrjzw+tJIlZMphT26h63+PCdd+4gFa9bJpmFBxcSjqzxfaGZL2kHIr/KVuVrE9Z9v9iLLMtfq26koMj2dLZy5MEGlbKyKOAkhqJZNivkqxXyFUr7K5o2dtPobkCWZ1tiVzSr8XjcN4QCGs5ZelkuXWJzJYitOgh0tK2JLuZjmaJhVSqks2cUEilAIhKM0d9ZSrno376B0KE+5WsTrCdC9YesV91vn1rAti9nxYZyawo4dO+jr60MIwfLyMh6PB93hZClbZnk+i2RWiIb8PPjggyuTst/OtLS0kMkXkb1Xb4Yect/9g/xrTUJGo1HmFpbIZVM0tFx/NpKsyFRyKbxOnQ0bBhgcHFy3tMpAIEAilaVUyF3mWmpbFrIi09Pgxa2r+O8Cs5I6t5c7Npp69tlnGRkZYWRkhLa21fbFb+S7BgIBvv71r/PjP/7j7N69m2g0yq/8yq+s9OACuO+++/j85z/PL/3SL/GLv/iL9Pf388UvfnGlBxfAZz7zGQqFAj/6oz9KOp3mgQce4Jlnnqn34KrztmGaJqlULU0wGo2ueUM/fvw4Y1NjtG9up7nrxlLUhBBIlomwDRbmc5hC0PCm2iu310Frb5jkYp5irkI1USSZLGHbAlNT0F014dDQ6kfYAkmWcLjuPjFxq5zIDZEwUrhlJ/cFd111Wck26R/5Et0T31wRWkvRQSa6HicZ6r9iM+I7SdWCPzjoYb6s8pvOH+C/8ju8L/8MX5rbQVEKkFzK4y6mcJZT9DGOf/f3I8eubRkNcG7Z4k+O12qU7umP4S6UySSLRJt9KKpMzBsm2BMk5YLMkMprswbpio1hw8awzNaG60+TaQgH2Lm5D8NRJWvlMaommeUS2WQRs2qjSDKyJKNLOqVlAzlw7bRXv9fN1oEexkrTFHMV5ifS2IoTX3MjoY5miqkMxUSGrdsewKE6mZg4S/z8BAAuzUvvlh0rv1u318eWPfexMD1BS2fvujTkrbM2sqLw4COPkVuaobe3F6gNvqPRSwPY5qCL4eIyne2t7N+/v56dcpGWlhaampo5O5/lrWVElXKJyQtncTt1Onxbcd5gc9+7jd7eXgKRRrL2tcd1b0ziuHSZDU0NNGj3EwgE1r3lTyAQQJanKeZzl703MXwas5Sj+b57cEfrLSS+HbhjT4kf/MEfvGatF8C2bdt46aWXrrrMxz72MT72sY9d8X1Jkvj1X/91fv3Xf/1GD7NOnZvGNE1OnTrFwsICmUwG0zaRkHj/+95/2eyrYRgsLCxg2ib+8I3f9OfH51mcmCbiFximDZKEP7j6wePxOfD4HBgVk0yyRDFXwePWkN5U0+Xy3P0znTeLLWy+kXwFgIdC+3DKtUGZVs2z7/B/RbItFmM7mW/ahZBVtp38MwK5aQBmm/cx1vNeCp7LU87uFmwB//tYrSGwR7fZff8GXjm4l/uNQ3jPvMRs9BE8ZpnO/An2cAJr44dIxjZe17aTJZtfe7mIYcN9rSof2uLl2Bk31ZxBfDrLro0DuBQnNMJ9Los/GSpwYsniQqoWrf3YphtzeZMkiaDfiyVslpNpxs/FUSQFVVJxaioBn4eA30PQ78XvvX7rZEmS0GWNdKWAJTvwRMNEezuo5IssDY2hSQ5Ss3O0dPXhVj34XEGq1QodfZtwe1anNnp8AXo314vbbzeqItETa0Bpu7p73v79+9E07a4zfbjT1FJuLcZGRtAdDjTdQSq+SHx+GkWGsiKz1BarNep9BxMIBPD6/Jydu7qjtFGtcP7EITZs2syWgS5kWbpt9fmBQABZkigVVguucqnA0uwUbl3Gsm4+o6XOO4v6tFydOreJkydPcmboDFWrii1sFE0h1BCipJXw2l5kITM9PY3T6SSdTlM1a7bUbt+N997IJDMUs3kagj4GtjaxnC4jX8EcQ3OotbqYq9TGvBs5kT9H3Ejikp3cH9i98nrP+Nfw5ecA8I4/Q+/4M4iaryNVzcPpLZ9caf57N/OV806OzOkokuBf7i3Q4LGZ2/HdZA6e4TFepVBsZ1v5AD1ilFz7Y8Q3XF8PQsMS/MYrJRIlQbtf5jP3ulBkifamBnKFInJVxSFdEuptPoUOv8xU1iZXhRavxP2tN/eoUSSZrmAraU8Fl0OnuSFMJBxYs0brehBCgCHhaGimKeLAGfBhlissnh1BlXQiDc00ddSMA5rau2ls6aBcKuL2fnv9Vu4GbMuimM+yqbsF5TqMU+q1L1fGpwoWJ4cRAmwhUGQJty7TFIuxZcuWy9rmvFNR5Frvq4qxtoNltVLm1MGXEEaZmeFT7BjoBG6fQPf7/ciSdFmEa2b0PKoMzU1N75rPvs61qQuuOnVuA6VSiQsXLlA2y3Rt6SLSFEF36kiSRKqSIlPJoBs6r7zyCjIykiRh2iax5tgNz9AKIcgms2Db+HwO8oaF0/3uSwe8FVZHt/bivGj97Sin6Jh+Aai5+/nyc0QTZ1Bsk0R4I6cGv5+KM3inDvu6OTSj8ZXhWkTzk9tL9Edqs6a+kI9/DH+c70/9KR8tfB6AYmSQxZ0/cV0pkUII/vBYmdMJC7cGv/aAC49WW68xGgRqPa7eanh0X6vKVLZWK/XdGxzXNWC+Ek7Fwd6tA7fs3CWEYGJmgZG5OHpTlIb+RoQQLA1PIFsywWCUDdv2rjoXWVHqYusOMTM2zMLUCF57O8Gt9Rq5WyHgdrBl4wClUolSqYTH42Hjxo3XbXD2TiEejzN9YQzF5ScSa7ns/YnzpxFGmUjQzyOPPHLZfWu9CQQCqIpM58DgShpjMZ8jPj+Dx6HU7d+/zagLrjp1bgNDQ0OUjTLekJfmrubLRJSNTbKSxBFwUK1UqVaqyJpMY/uNN50s5UtUimWqpSplaqlldVZzOHuKpeoyLtmxKrrVN/pVFNskGepjpPeDIEkoZglPYZGsv+OO9dO6EcaSCv/7eC0q+kRvmfs6akInnSggTNi49wMc+NoB7pHOMGY388mln6TypTLbGg0+vc+FU119bZq24PiixauzBq/PmsRLAgn4hXtdtPsviR5Jkog1rG1M8EC7xl8PVQk6JJ7svnXxvx42yTMLCWYWk9iSTrVQAqC4nMbIl3DrPjZeo0fPtyPFXJZqpUww+vY2wy3mc8xNjuDS5Lr5xTrg9XrZt2/fnT6M287S0hIz4xfwRpovE1yZZILlxVm8Do0HH3xw3eu11kJVVZ544gmCoTAzqSLZksn06BC6ItHe1kYksnZ7jDrvTupPlzp1bgObN29mqbSEL+q7YsTK7XUzuH9wzfduhHQ8TT6dQ9gWM1NpGtve2bn4603BKvGVxPMAvCd8f63WiJrNe+vcawAM9314JeJjqS6yga637fhsAa9M6hQNCZcmcKmCRq9NZ/Dauf3JosQfHfJg2hLbmgw+urnW4LRcMliayeKUHdihCme3foZvHP86XzL3s4gXDMHzUyZOtcyn913qHZWvCj7zrQIXUpdScpwK/NB2J/e2Xr9w2hBW+A8Pu2l0SzjUO19Tk8rkGZtaoCrpWIaBWbSwbZvk5ByarNPS2YfueOeaKFUrZRRVRVHW75EuhOD8yUOUi3m23vMwXn9w3bZ9rf2ODZ1Ak6G9rXVdLLrrfHsQiURQZJlcZnUfS2HbjJ8/hUNV6O/ve1tF/BuiqjPiYXhqjuTSPF6HyrZt2962Y6hzd1AXXHXq3AYKokD7xttTiDs3Pke5WMbtdeP2uRk9M4ppWOguhVDj3dUT6m7g6cTzFO0STXoDDwQvNQHuH/0ysrBZig6SDvXeseM7MK3xlycv1e15pCqtcoaNHTrv3yrQZJVSpUIqXiDU6F1pRF2oSvz3g16yFZlWv8WndhWQpdqAdWk6gyapNIaDhIM+HgxJlLo+zmOGoGwKRlM2/+G1Es+MGWxrUHiiW6dqCf7ty0UupGy8GjzUrnFfm8rOmIqu3Lho2tt85x8vtm0zNbfE1GwcW3ESa+kkGV+gUMlSXE4jTBunw0dL1537/m+VcqnA2cOvEQkH6NqyB/GWmhQhBKNnjyNJMj2brr+hqyRJRIJ+lipFEvMzb5vgis/PkM8kCbgd7Nmzp26CUee6CYfDKLJEoVTEqFZWmg0vzExSKeQI+dx3VOhkl+bwOFS6u7sJBoN37Djq3Bnu/BOxTp13EZZlIckSiVLitu3D6fMyOjSJbZjIskQmkUUIm+bOCJpe71D/ZiZLsxzMngDgOxufRLmYIujLTtO8cASAC/3fsS77sgWcWlTpCloEnNeX1ykEPDdeGxT0hU1CaplYcYFSVXBqKkLY28QntzgZXpgmu1QmfVF0OYJefv+gl9msgt9h8+P78rzRMi2zXKRSNPGoLvq6WlcGrC5VwnUx2tTmU5jK2vzF6Qq/d7hMX0jh/5ypcGLJwq3Cbz3moS/0zr6W8oUS50anyZcNbNVNpKmV3s07qBx9jVK1gBCCPQ88gV22UNV3Zs1jMZ/j7JFXkewqdkXDpwmyxmqBsrwwS2K+5rbp9QeJtV1fG4CgWyO0ZSPPJxZJLM7SObDltosfo1plcvgMTlVmcHAQj+fd13i9zu1D13X8fj+FSpJcJkW4oeYqWy7mcWoK27Ztu6MtA3bt2kVHR8eqlgZ1vn2oC646ddaRQ4cOEc/EaexvxBtY/2hTxbBJWeBujlFMZWq1KIqCx+UgGLlxd8N3EwWrxJfjz+FV3Wz29NPubOYf4l9HAHt8W+l21SKOqlFi8Mz/AWCuaQ85X9tVtnr9fOW8k68MO9EVweO9FZ7oLXOtVmajSYXpjIomC35oe4bkZALZpRCvejiy4OLPT1XRFYn3NAXI5krkCkWW54sMna1SLSl4dQ8/tb9A2F0TeKZhkZjLoUsa3e1NOPQrH8D3btY5HTc5umjxk88WKFugyvCrD7jfFWLr6OkRLFlHcQXp27SNSKwFSZLw+PwkkwtQFnhdQXBdc3O3Dcs0KRXzlPI5BILGlo7rWs+2bVLxBUbPnkDFpCES5tFHH0XRdKbOjOL2BtAdToQQTI+dx6HKyBJMXjhDuLFpZeZ/LWYnRvB6nGzZvhkRaMbpcFDKlcimli9r3rreTI+dA8sgHA2xceP1tSyoU+fNRCIRlpZTjJ87hbBtIrEWdu3ehcveRDh89QbQtxtZlmlsfHvrIevcPdQFV50668TMzAyjY6MUjSINvevn/iSEYOLcBP5IiKykIZAJtDQSaKnduKVqAb04v277eycihOD/Lj7N6cIwAM+nDqBLGlVh4JIdfCD6CACKWWH3sT8gkJumonm50P/hddl/2YRvjddsqauWxFeHnbw4ofMdG8s82Fm9oiHg8xejW/e2FElNLdfc8jxeHt7bg33e4s9PVfjj4xWGO1Q6fB0EPXkuTM5jGFW264sMtMhEVB9Q23d8Lodky/i9Hlqarj44VmSJn9/v4l8+UyBZrgm2z9zjYlfTO/+xYAtBsKGJCjobtu9dVZ/l9vqRJBnNuHFR+YbT2K1QzOeYGhmikE1TKZeQJJAlCY/Hw84tG9AUicnlIpZpIb/FLEQIweSFs8TnprBNA12VaWps5OGHH8bhcPDaa69xYXiUWGc/HX01wdIzsIFifBbTNFlIJJk4f4b+rZc3/bZtm/nJUaZGhnDrChvbY0SjUdra2sgPj7C8OHvbBZfb68PwutizZ89td5Cr8+6kqamJ0dExbKtC2CnRFXXj1lUU+dt7QrLOneed/2StU+cuIJ/P8/rrr1M2yzT3NOML3ZiVdC6VIx1P09TVhPamqIQQglOvnmLi3CSKrtN9/y50T21KvloqozkdqFZpXc/lncjx3FlOF4aRkRn0DnChOE7JrgDwvsgjeFUPkm2w88QfE0qPYqguDu/+CUqu9XGJenVKp2jINLgtPrq5zD+ec7KYV/j8STeGDe/pqV62TqokcXReQ8NiuzIHJvhcHrZu7EZTVT65RcW0Bf/nTJXnp8yLa+nItLPRkeG9DRk0y6Cat3C6waha5NIlXLKTge5W5OsQBiGnzK884OIPjpb5QK/Oo53vzNS6t+L3utnQtgNbubzhciDcgCbruD3X71KWScYZPXuCSqmI1x9kw459N2WykViYZfTscVTJRpVldKeK0+nE7/cTCAQIuTUMw2Bp7Azziwm23vPQquNXFAnZLKFLNt6gj+7ubrZs2YJ60V2xtbWV0bFxFmcmaOvuR1YUtm4cILBzC8vLy3zta18nsTBNY2s7gfClSaFMMsHY0EmqpTxuXWHDQP9K2lNnZycjo2MsL87RvWEr0m0UQoObNtC4d+u6uFLW+faks7MTl8tFtVolFArhdb477ml13vnUBVedOreIZVm8/PLL5Mt53EE3nRuvr0YCaoJq+vw0Q0eG0F06SzNLbNq7CbfPTbVcZfjYMKmlZRAWEjYLZ0eI9nVQLZRITs4Ra/URDn57F5VnzBz/EH8WgMfD9/FE5AEsYTFRmqFkV9ji6Qdhs/3knxFdHsKUdY7s+lfk/OtjamLZ8M2xWqTq8d4Ku1oMtjcZfHW4lmL4f0+7iHlsBmPmqvVemnRgC4mH/Qu4hMDrdLNtY8+qNMDvH3SwOapyftkiXjCJl0GRVD61rQ1yDpLpHF3BGEGXj6rToHFrhGKugt93/bUvW6Iq//3Jd77ZihDiYlNXGaE4EapzzZamLo+X3Q89gYTE0tw08bkpysUCG3bsW9MYIuTR8OJlwqrgdShUChnOHH6FLXvuXyW6ZidGKBcLdA5svmJNWKWUw6kImpua2bp1K4FA4LKaEsuySC7OUcqXmJ8ao6WzZughSdAV8RDbtZ1qtUpTU9NlUaC2tjZ8Xg/xVJb4wgxd3d0ELua1RiIRBgb6yeRLuDy1CaGZsfNkU0kyySUcqkLY72HHjh10d3evbDMWi+F2OSllC2RSywQjtx69d+ky8fgybl9g5RxkGRq8DpQrNGyvU+d6kCSp3ky4zl1JXXDVqXMLCCFqdVvLcWzZZsOuDdedCiOEYPzMOBPnJykVy9h2FdsyOfL8UdxeF6ZhUiqUsM0ybT1hcpky1WKOhTMXQAhkq0I1a8O3sduREIK/W3yGkl2mzdHEY+H9ACiSQq/7kvDtHf0qTUvHsSWVYzv/Jeng+rnSHZ3XWC4qeHWb/Rd7YCkyfHBDmVRZ4tUpB//ziIfPPJCjxV+zWzcseGmilga4tT9KQ1VjoKcNl1NftW1JktgeBX9xiYxVYvsjDyPcUUQlz8EXRhGmwejUAru3+nDIOg6vTvidr51uisVEitHJeVqbokTaB3ir5LEss1bXIQSWaZJZjoOw0BQZEKQTS6sEV7VSxutx0Rp0Yfl0nnj8Paiqyssvv0wyk7tMdLXEohx+dYhsapmNO/bh8tS+iP+fvf+OjuzODnvf78mVA6oAFHJG50w2cxpyhsPJI2kULUtXspLf1ZXu05NkPdl6Vrj2vfKSZUm2pTt+khUsWWk0o9FkDjkzHHLIJtlk5wQ0gEYuoHIOJ9w/qhtoEEAD3Y1O5O+zVq/FrjrnV6eqAfBs7P3b2zJNFFXF51J5+qH7mGyP0t/fv25potvtZv/+/bx25HWmRs/i8ngpZNM8cvggXkPFa6xf1ifLMsPDw2SPvsXF08do9mnY0eWfSYcOHUKSJKZSJUzboZxZpJrP4DNUBgcH2bdv36oAUJZl7rvvPiqOSuUmyrIKuQy64aIvFia3OMvZo68QbmlnYNcBJkfO0NnWgtJ262cjCYIg3Aki4BKETSiVSszMzDA9PU1PTw9dvV3IyOTzeS6OXaRiVdhx/w4M9+Y6INmWzcjxERamF7Ekma7hVly6TSZRIrWYIhUHWZYIhA26h5sxXCqRmI/FuTyZxRKSDK1dQQJNd3DH/20SryUoWeWlphdXeyN3grOliyiSwve1fhhFWl2K1JQ6z+DFLwFwctcPkYxs3WZ8x4HnRxv/5k/1lLAqNSyXiqLISBL84N4yi0WFkaTKf33dyw/tK6PJDqNJhXxNpsnt8KGBKLIURZIkqrU62VyBUqVGqVyhWKpQrlSxJQ1bNUiWLJq8EqZs0NKzjfj0BIVSjkKxjN/33t6jEAn6yId8HDszinc2w4FHg0sBlCRBi1/n+ML05aMbHRsDgRDt7e1EIhFMT5RyrTH7zLYsTr7+bZrDfjofexSv17v0W/Onn36aF154gVQ2z6k3XuaBJ56hq8mLXZMZ8bnJl4qcfP0l+rbtIZNcpJhL88HnnqM50PheHRjYONgfGBhgYmKCqdl5zr19BJcmMx31Edq98dy+gYEBjh07hqk4nDlxjF3bhpYCritBXlfT5a+VPTup1+u0tLRcs011d3c3VdPiwnxhw9dfSy6T4txbrxIO+tjd+SxlTcOlyiTmp7Edh+T8NLn5S/R3tNyWgbSCIAi3mwi4BGEDly5d4pXvvIJpm5i2Saqaohxs7JsqF8oU60W6t3UTbtncMMVqucq5o+fIpnJULYfmgU4irjwA/pAbSZZIzhdQFIm2nhDG5X7fsiLT2hkkFPEgK/J7ogW8aZv84fRfUrTKfCz6NI+F71967lxxjH9Y/BoAzzY9RsxYXeqkV/PsPfmnSDhMdzzEXPsDW3p9pyfrBIoJHtUr9JbKTI00Hnf7dHxBF/6wm5+6r8j/+W0fiZLC773qQ8bmkDZDi2zxkaEoinwl0yGTLdY4MzYLkowjKSApOJoPrz9E3469BEKNLluartO3fQ+1aoX0bInFVPY9HXBJQG+Ln7Pnx3EcKBUKaLpBIZvGHwrRF/Xh1mTuO3gAWZaRZZmmpiai0ehSEFKuWVxcLOA4MDc1jlktU6+oqzI+Pp9vKegqlMp0+hW8hgqGnw996EO8/PLLzMcXGD39FpoiY6gK9UIaApv/5YgkSRw+fJjEl76ELJlEm8IMDQ1t6lxd19mxYwdnzpzh0KFDS/u71nJ16eBGDFXBpUmUqiayvLmfPbVqhZmJUeLTExgKBLweZFmmo6ODw4fv58iR10nNT6OrMn19vSLYEgThXUsEXIKwgbGxMSpmBd2r09HRQSS23GjB5XXx0IceWreM0LZs5Kv2JMQn41w4dgHLBlOSiA50E/JbcLmngiRLdA40EWn1oRkKmr76W9TYqNf4u8iF0gTFy01BPp94AQubJ8MPcL44xp/NfQbLsdjtHeaJ8OHVJzs2e079Ga5qlry3jbPbvndTr1nIVijmqkRiPlRt/RtLx3E4e6lGq1yi1SsR0FzomkqtXscq2iQLhUbg5Zb5Xx8o8jen3KRLEr3OAk1OhZgrwS7NZjYRJNq/H1v3oRhZfBkLl9uL2+fH4/Xj9vkxXO41S9AiLW2k5qdIpLL0dcXec0NiLdtmZHyGQ9u68egakZCXycUsqqFz6o2XqVXK7N21HU97Y4Durl271l3LrSu4qHPh4hhzly4uze1ZK2Dx+Xy8//3vZ3x8fMVn7na7efrppzl69CgjIyNEo1EOHTpEJHL9zVkCgQAPP/wwU1NT7N+//7rmB+3bt4/+/v4tDWByuRxT508yMnqRYFMzwUiUcKQVbyC46thatcLM+Ajx6QkUCdyqTGdHO48++ujS5zk4OEipVOLEyVMocmPuliAIwruVCLgE4Rosy2JxcRHLtth2cBse/8osgiRJ697kFrIFTr92moOP7ECjRi2fYezYJOnFIq5QkJZtPSycH6Pud4h1h5bWkSQJj//ODWe8m5wonAOgSQ2SMrN8MfEN4tUExwpnMB2LXd4hfqjt48jS6oC399ILNCfPYMkax/f+OJZ67c/UtmzmLmUoZqvIkoxtO7T1hNY9PllSeCHTTpuc57v2+ulr9qKpKqVylWQ6S65QojfYQryWJOa3+bmHiqQXiyzO5NDRcekqqXSOdMnB36+hAV5/kN33P7rpzyfcHENSNEqVMsVyBZ/n3i4xTWXyzMQT6KrKUH/nhp0Wx6fmSSTTHD1dI/rgTuKpHNFoFE03KNcqeHQFybE39drVapW3XnmRTLGCKss0hZuumQHyeDxrBnCyLHP//fezZ88eDGN1l8Tr0d3dTXf35mZzXU2SpC3PFkmSRD6dwOdSqRVSzGWTTI2eJRyN0T28E8/lRhyVconjr34DGRuPJtPS0szu3buJxVb/QmDPnj243W7cbjd+//V1dhUEQbiXiIBLEN7BcRxmZ2fRdR3LsqjVa2iGhtt3fTez06PTmOUSCyPn6OgMImGje2RcbgVsi+T4NJJVR5K091xmYjNMx+JMsVGj932xDzNWnuKryW/zZv4kALu8Q/yztk+grrFvSzGrDIx9BYCz2z9Fwd++4etJsoTmaHhUCdtxyKfLNLf7181yHZv1ABJtzWGG25a7AnrcBh738nDLNklmuhgnkyySmMsj1WUs2aaGhurxMbj74DUH0V6LoqqEIi1k5kskUtl7PuCqVqsU8kVM20bXVfq62lY8n8kVSKSylKs1KpUapXIVt65waHsPMwsZbBTCTREeeughXn/9ddrb29m7d++mvr8Mw6C/v58z586jSBIHDx68qe9Ll+v628bfzfx+Px/72MfI5XLE43Hm5+eZmZmhmF7g+HfidA1sp7N/mEjIT19nG5ZZZ9++fbS0tKz7OUqStOlSSUEQhHuZCLgE4SrlcpkjR44wNzfP0NAgiqJgORah5tB13XzVKjVS8ymw6+iGSjZToSpLNHcGUTSFxFwBq+IgO+am936914yUJijbVfyKl15XJ/3ubhQUvpz81lJma61gC6B97giaWaboaWa64+ENX0uVFGKuZtoHHRzH5sL4DItZk0yiRLRt5W/e85kyhXSV16caGYSne69d4qk5GqmJEsl8DrPiIEvg9oYJRFsZ2nPohuY5XS3W1Uco4CXmqtzUOndCvW7i4BD1uwl7dToC7ehYXJxJMDW7SNDvoynU+PyT6RynL0ygyhKyJCFJjTLAHb0x2ptDfOPoOZA1enp6iEQiPPfcc9d9PXv37iWbzRIMBonFYlv9du95kiQRDAYJBoMMDw+Ty+U4duwYU9PTxKJhuiMegm6NzkcfQdPEL5IEQRCuEAGXIFw2OTnJG2+8Qb5UxpZUWjr7iAbclJUykvv6bhziU3Ecs4bXq3FpPE2xVKelJ4Qv6CIS86PqCgvTOQIRz1JTDGGlE/lGOeEe37alksGnmh7kweB+3Mo1ghTHpufSNwC41P0krFFuuHSo41DIVuhv7sCQdbicIOqMRUnn82QSRZpafciXG1uYdYv4VJZqVUUppzGUCI92XjvgkhUZj+Fibj6FJCm4m6L0DO2ko294S25IQ9EWiDTjSp0Fx9z4hLuEZVmcPD+O5Ng899AudEVGV3Qe3DOALMucn4xz7uIkh/YMY+gakaCPzuYgHpdOLBLA53bh9xj4PC5qdZNsoQKKQW9v7w1fk67rPP3001v3Jt/lAoEAjz/+OMlkkqampqWvZ13XNzhTEAThvUXc6QnvSbVaja997Wvk843ugPl8nlwuh6xqRGKd7Np/mDI6LreLcEcYm83tAxk5PkIqniKbyIJVR3Y0anUbVBm3d/kmJNjkIRC+t8u/biXTsThdvADAXt/KNu7XDLaAaPIsvlKcuupipv2hax6bTZVZnMohZTX2bvcu3TBGmoJ4DBfZcp1Svoov6MKybGbGUkiWTKLuYsIK82S3ike7dtAkSxK7hnrACJAuVNm+734C4etvonBNkoSl+1Gq6a1d9xaxbZvTI5colcoEPAa27ax4/tD2HhKZAguZAudGJzm4a4COqI/+5h3I8up9k7qm8pEPPku85Ii9QHfAjTQFEQRBeC8RAZfwnjQ6Oko+k4J6iVrdIpfOYzkOhqGz/8ABZI+PmmlzfvISi/lFIm0b31DYlo1Zt0inClSLZWTJRjMkHEmmuy+Moq7MtIhym/WNXi4n9Cle+tyd13XulezWTMfDWOr6wZlt2STn8uiSRiTkX/HvIUsSw32dWIpJTslj2w4zYynMsoNHd/GNeCsOMs9sUE54heNpYei+/diWhaxsfTt/yzRZSBaoJmYY6u3Y8vW3kuM4XBifIZsr4DU0njg4TPAd+yMVRebRfYN8+TsnUSSI+jQM9RoDxWUVNRijI7y5oeOCIAiCcDuJ/zsJ7zm2bTMyMgJWlQPbugn63IRDXvq727hvVz+e8gyu5BlGjh/hy//4+UYbd8vacF1ZkYlt78cI+tA9OoGIF2/IQ0d/+D3Vyn0rnCicB1aWE26GtzBHc/IMDhKXup685rGphSKOCV63m/bW1QF1U8hPsz+MgsLsWIpa0cKjuaCpm/mqRsiQOBRb/3dWtuMwObNAXfFS9zWadtyKYAvAti1GL1xgZj5JuVK7Ja+xlnyxRK5QQgIM2SGXy5PNF695zmIqy0IijVtTeXT/INHQ2hmpgM/NQ3sHwLaoVevrrhdPZnG8LbDOaAZBEARBuNPE/6GE9xxJknjovgP0xcIMdLTQEYug6wa7hnuINjVmylSqFS5dOEUxl6OUL7MwtbCptXOVOv6WCB6PQmd/E209ITy+926Ld8dxNj4ISNezTFZmKVsVLMfidKFRTrjPt+26Xq9n8psALLTspeyJrnucWbdILRTQZY3+7rZ156gBWDkwqw4e1cWe7X18a74RZD3Vo101tHgl27a5MDbN2PQix0dnN/053ChNNwg2RUFWSaSzt/S1rigUyxw7PcrsXJzeqJdMJsupCxPMLaTWPcc0LS5emkVXZXYPtNPRfO2GMd2xCJ948gDRkG/N5xfTeV588zxfefktbHtzZb+CIAiCcLuJkkLhPcOyLDKZDLqu06TXadkzgGk7RCIR7g+FUK666a7V65j1GpIsUanWmLk4Q6w7hrTODXY+k8d0JOoWRFo8tHib39Mlg7Zj84XENzieP8sPtX2cfnfXuseOli7xJ7N/T91pZDE8spuSXcGneOi7xnnvpNWLtM8eAWCi+6lrHpucL6A4CqGAj2h4/XlFjuNglmx0NHZv60V1efjOTGPf33rlhLVandMjl8gWq9iah/aewdvytRCOtpJLzJHJFuhqa77lrze7kESRJGTHQcKhKeBFkSTyxdKqY+OJNIlUFlVRsEyTaNDLzr6NW/XDtUtvT4xOg2oQiUSuGTQLgiAIwp0kAi7hPeP1119nbGwcsJFrBTpbwgz2d2M5zopgCyCbK+FyaVhVG7NWp5At8vZLb6O7dGI9MaJtK7Mn46fHWYynaRroJeItvmeCrTdzJ3kjd4JHgofY49uGJEmYtslfx7/A8ctDi/9p8QX+t64fWfMzuVCa4E9n/566Y2LIOlW7RskuA7Dfv3Pz5YSOze5Tf4Fq18j5O0mH15/t49iNGVu6rNPb2XrNfytJkuhojdLZ1ozX7eIfR2rULOgKyAytsV8oly9yeuQSFUtGdgXYvucQTc23p714MNKMIylk8gVs276lAYht2ywmM6iKxKEdPSiyTFPAiyxJlMpVLMtGUZZfP5Epspgp0tkcZKirhYGO6Irn1+I4DvlShYB3eX/XzEKa+WSWQrlKoVQlV6oiuwJrDiAWBEEQhLuFCLiE94RKpcKlS5dYSKaQHQuXJpGr2hSqK9to27ZNqVwlmckhqxJe3aBSscnnilRNE0VVUQN+As1N6Jc38ZfyJbKJLMVsgaZyCsn13gi20vUsn1n4KqZjMlaeYsDdzXORJ/hq8tuMlCdQkJEkmenqPOdKF9nhHVxx/vniGH869w+YjskOzwA/3PZJLMdioZ4kbxYZ8vRu+loGL36J1sUTWLLK6Z0/CNcIokzTwnDp6JZGKLB2qdrVfJdv+E8umPzfbzdmXX2of/WMobdOjVAoVrAUA1egie37D+P2brz+VvH4AmiGC6tYIl8sE/R7Nz7pBqUyeWzLxudx0drUyBC6DQ23oVGuWxRKZQI+D5IkYelB/J0BFjJHqVarPPfA9g1Wh2S2wLELUySyJT7y3LN4vV6wTaYuLDI+m2m0+pdk0L1s27698bwgCIIg3KVEwCW8J0xMTFCu1rDMOj6Pzv5d/XhdKzvYVe0a5XKVt09eRAIsx6a9J8zseJo6OrZlE27xoFop4tN1zIqGoWuUi2Xy2QKS5JCdXaAp0Iy8wW/v3w2+kPgGpmPSpIXImXkulif5z9N/AYAuafxI23dxoTTOtzKv83zyFbZ7BpaClEaw9RlMx2Knd5Afjn0CVVbRUOlWNldqdkVL/BiDY18C4MyOHyAb7L3m8ZqusndXLwHJv+lM5KWsxf/v5RJ1Gx7pVPnksI7jOEiSgumO4igGdXUeU1OItLYzuOsginp7f7xKkkQgHCVdzpHO5kmksiiKTG/n9WXYZuNJ5hZT7NvRj7pOk494Io2iSPS0RZc+Q0mSCAc8LGQLnL5wCUPX2H3/Yzi+FkJGBVlVKZVLVKp1XMba5Zi2bfP6mQnGZxKgGsiGn2TZwdvcBEBL9yCuUAs+n2/pjwi2BEEQhLudCLiEdz3Hcbh48SL5fAFd1wkHvIT8y5kH07RwZIeZSpxKpUZdrmNZNp6AjjdgEG7xkooXUTQJj17H0DWKiwkmR9JUKyaaplGr1vB4VDp6w/d8sBWvJvjj2b/j4dBBngw/sOYxo6VLnCicQ0LiR9q+C5es80+LL3KqeAGP7OZfdHwvXa422o0WvpN9i6nqHOdLY2z3DjBZmeXP5j6L6Vjs9g7zg7GPcyFhoCsOg5Frd4NUzDID41/FQabiCmEpBjvP/jUAE91PMtNx7blbV3gVD6q8uY6BqbLNr36rRL4GOyMKv/KgG8e2eevsRToG9xCKNgKagb2HUVQNt+fOBQDBpiip+UniiTS1ah3bgZZIGI97841bHN1HqbJAMp2jNbq6qYVpWqQyeQxVpveqcQkLqRwTc0my+RKlqoMn6GIuXSTmgwvH38CsVjBViblklr721Q1NbNvm5WOjzCTzYPjp6+9nz549KwKq/v7+6/xEBEEQBOHOEwGX8K5Xq9VwkCiXy4T9LjquaihgWRZvnryA4oFguxvDrTGwu3XF+VUomwUAAPrMSURBVNE2P4GwG91Ql5pmePwGbq9KuVChatvIkkN7XxjXVcON71XPp14mbWb5euoVHgoewJBXvifLsfnHxa8D8GDwAO1GCwA/0v5dzFUX8CtefGrjJtmnenkoeJCXMq/zteTLhLUgfzzzd9SdOsOePj4U/AR/9Lqf0wsaiuTwf7w/R8i1fke/odEv0jv54qrHk+Fhzg9/94bvzaxb6Kq26j2tp1R3+NcvlYiXHDr8Mr/xuBtdgbOj0+TLJhcnJjnQPoisKPgCoU2teSs1t3URbY1hTr3NhYsT1CybRDpLt7vlmufVanU0TcV2N1Mki+nI6wZc2XwRCQj53YT8nqXH3zgzgS3ryIqO7vGz/+H34fEFqFUr5DIpcGxkVWcukVkVcF0dbMmGj8efeIK2trYt+UwEQRAE4U67t38VLwjvMDo6yosvvkihUFh6zDAMIq3tBIMBfG6DyFVzf8an4xQrZTK5wrrlZZIkYbi1FR0KJUmiZ1uUls4gEg6RmI9gxLPm+feSVD2zNAOratc4nj+76pjXsm8zX1vEI7t4NvLYiufajJalYOuKJ8MPoEkqU9U5/svUX1Cyy3QZbfRVv4/f+maY0wuN8jLLkXh7bv15ZUY1S9f0twGYjd1PvGUfmUAvich2ju37ccq2wl8dd3N2cf3fIyXjBS6ejDM9t7jhZ2HaDr/1nRIjaZuQIfHvHvcQNGTmFlMspHI4mpvhvffdstlaN0JRVVTdzVBfFwe2daPKMonUtdvElytV3jx5gdF4ibqvnXBzK46sNvZprdFqPRIO8OHH9vHgrv6l75l8qUKuWMHl8fGxj32Mw089h8fX2NuVXpxHVSRaW1tRVJ35ZHZVm/yRqQURbAmCIAjvWiLDJbyr1Go1pmZmSX/1qzz33HN4PB4sy+L8hQsojklXe/vyTWKxxPTcIjW7TkdXGHmdlu/rkSSJzoEmOvrD75quhC9n3sTBQZUUTMfitewxDgf3LT1fK83zQvx5kOHZyON4Ffc1Vmvwq14eDB7g25k3KNtVmrUmXIl/zt9PhwAYaDLpClp8c9zg6IzOU31rD+7tm3gexa6TCfZxYs+PrmqM8e1Rg5cuGZxNqPzm0/lV5zuOQyFTQUXF5bp2iZ3jOPzeGxXemLNwKfBbj3to98sUSxUuTsxiq256hnbhD157jtTtVq9ViQZ9hNQwer3ReCJfKFGtNUph1zI9t0jVVkjmK7SbJr5gGM1wYxbLZPNFwsGVg4klIOr3rJgzPLOQBlmltbWV4eEhLsTzVOuNYC21GEeVZQYHBzl37hyGBJVqHbdrOcs4PDhIVm6iq7tbBFuCIAjCu47IcAnvKq0dXaC5yRfLvPjiiywsLHDi9DlqpQIuTaYlEsJxHLL5IucvTlOz6/jCLrwB18aLr+PdEmyVrQqvZ08A8D0tz6EgM1WdY6YaXzrmxenPkpdhuFbncVffptd+MvwAHtlFSA0Qyf4Ib02HkSWH79tT4hceKfCBwUb3v4sphUxl9eepV3N0TTWyW6MDH16zC+HR2UZAsVhUiBdW/2irlOpYdRtd0QgHr9098H+crvGV8TqyBL/6sJttEQXLtjkzcglT0gg1t9HeM7Dp9387pBbmePuVr5OcusDXXnmLV06MEg35UGRp3SyXbdssJLM4skbv8C4UVW00v7ic5Uqmc6uO97lU3tlxXpIk3F4fHR0dALi1RtbPskyyqUVURaKrq4uPf/zjfPiZx1cEW0gyUriHww88IIItQRAE4V1JBFzCu0rJUth16GFQDZLpDC+88AJvvf0WYb+L7o5WTNPijePneev0COliHlu2aelYf/Dte8mR3HGqTo1WPcpB/y52+7Y1Hs8eA2CscJEXpMaN+79JJOmZ+c6m1w6oPn6556fpK/wsb1xqRcLhxw6WeKqvhixBk9uhP2ziIPH27OpMzHJ2q5dEZMeq5xMlmYnMcsL+ZHz1GvlMBUVSaAr5V81du9oXR2v8+akqAD97yMWDHY21Lk7MUqyaqO4Ag7sO3HWB9vTYBTTJoVatkszkSWSKtEWCqLJMoVRZ85xUJk/dctBdHoJNy3sbm5pjOLJKIp1bKv9zHIejJ0c4fnaMfHHlett62vj4J7+b4eFh8vk8M+MjzE+Nk00lkBwbn9dLMBhE13UwljNmU/EUlisK6r2/91EQBEEQ1iMCLuFdoVQqcfHiRVL5Mobbw85DD2NJGlXTwrJsdvTFaG+NUJVqFO0yVaeKO6TRPRRB1e6ePTh3iulYvJx5E4AnQoeRJIkHL5cSvpU/Tckq87n5LwDwqVyB/dUaXVPfRrLNddd8p6+NhHhpvHGz/SMHStzXUV/x/KH2xt+Pzq68+darebqnXgJgtH/t7NZbl4M0WWoEByfjK6ulG+WEZVRJoTkSWvcaPz9S4z+92QgmfmCnzkcG9aXzJVnFVt0M7TmIbtx4RvRWKGTTFPMZdFVh//79+Px+kGS8boOPPr6f7f2da563kMzgyBqRWMeKADIYaUZWdSpVk2K58XkkUlkKhRJzCykM/R3V6LoPSVGRZZlsNsvI2VPMT0809m/JEh0dV61vBLAsh9nFDC8fG+XLr7yNZV27O6UgCIIg3MtEwCW8K4yNjfHyd17j/PFG0OD2+th16GFk3UssEkTXVFL1LAv1JK09AQZ2t9LWE8Jwr9+k4b3keP4sWTOPX/FywL8TgH53D1EtTNWu8emZv2bOKRMxLT4aepCKEcRVyxGLv72p9RcKMl8ZaQQpP7i3xINd9VXHHGxv7N26mFJIl5dv/nsvXc5uBXpIRHeuuf6VcsKn+xuZqZGkSqm+vEa1bGLWbDRFpWmdcsJ/OF/lD442govv3qbzv+xZ3uclSRI9ex9m/8NPE4pcu+PfnTA/PYGmyHR3d2MYBrFYDGSVdL5EyOfC/c4AiUZ792Q6h6NoNLetDMgURaV/xz72HTiI1+1qjFa4NEuuWKJat5lPLpco5osVnKuyVk1NTSiyRKmQxxsI0d7eRldX19Lzr795lM98821eOT4Cmou2tjaUu6jxiCAIgiBsNRFwCfe8K3O26pZNtK1j6fF6vYYqSyzGZzk2OkKqlgHAcGv3/KysrWQ7Nt9MHwHgkdAhguUEh9/4jwxMfI3DgUaW68o+rl9K50h1P8VUZ6M7Yc/kNzf1GqcXGjf826J1Hu9duylG+OqywsvdCo1Khu7Jy9mtdfZuLRZlLmVUJBzeP1gl5rOwHYkzC8tBRiF7VTnhGjf3f3u2yh++3QjWvn+Hzk/tN5AkaamcznS3YOs+PD7/qnPvNLNeJzE/g67IDA0NAdDa2gqySvxyYOTVlRUdB0vlKtPzCSxk3N4AXn9w1bot7V14o40mMwvJDPOJNJKsEIxE6WptzN+ybYevHTnNZ7/6Evl8o1GJ2+3G7XYjSxAMBvnAM083rucySZKwHBnTltDdPnbv3n3LPhtBEARBuBuIu07hnrewsEC+UARZoalledP9/OQY0+MXSOfzJLM5bGv9+U7vZa9ebvPulg0e8e7gwLFP05QeZdvIP/JD8yMol39MPFIqszu0l7rmZarzUWxJJZQdJ5Cd2PA1rrR+39l87RLEK2WFb10uKxwa/TyqXSMdGiAR3cWljMK/+lqAL55fzj5dKSfcFjUJGA57WhtrXL2PKxjxMNDbRlvL8qDeKy6kLP7b8Uaw9cO7dH5sr7FU/hZfTHPywjQ5++5t+b84N4WMTSgUJBptzLdqaWkBWSFbKJMrljl2boxX3zpLJlfg1Plx3jh+jompOdp7BujsG1p3P5qt+7FtOHbmIo4j0RSJ8snv+h4kfyOASmTy1EwbR5Lx+RqZQ0mSCIfDKJKEVV7dLbKtrQ0UFVQXu3fvxjA2P5RZEARBEO5FIuAS7nljY2ON7FasE0VpZDXMeo356Qksy0R3K3QNRVBU8eX+TgWzyFeSjQzSByOPc/jC5/AV56mpHhwk9k6/yg9UVYZqNf51MsVk15MA1IwAc7GDwMZZrroFF5KNf5ddLatLCa92paxwNKXC4jQds43M27lt3w2SxOfOushUZP7pvJuvjDRu1K+UEx66vCfsSsB1akHFvhxjG4ZKf1s7TaHVGap/Gmm85hNdKv98j2sp+LAsi/HpeRK5MunkwjWv+05xHIf45XLCoaHlwMnlchEKh0FWSWYKZPNlbMvi+JkxcvkCHl3FpWsYgWaa27vWXT+XSfPCqycoliqomsaHPvShRoDki1GzFU6MToOs0n7VuAVolBXKMuTW+NxisRi+QIhoa2wpIycIgiAI72ZiDpdwT6vVakxNTWFaNi1X3Tguzk1jVsvIikQw4haNMdbxxcQ3qdhVOoxWvidfon3uDWxJ5u0DP41ezbHv5J/yy7OjACTDwxT8yyWbl7qfpGPuddrmj3J++JPUjNVladAInmqWRNCw6QisHqR7tStlhWNphYGz/4CEw2zsfrLBXi5lFM4uLmetPnfWTbkuMZlVkSWHA7FGoDXQZOHRbIo1mfG0wkCThVt2r5nFydccvjHZOO8TwyubdUzPJ6iaDro/QFvX5lvg306SJLHjwP1IuTi9vb0rnuvu7savS3jcBj1tTeTLFRRJprc9Qn97FCMQZdHVQ6W+8t+kXCxQyKXxBZvIphJU6iaSrLJnz56l0sBsPs83jpynnMuD5l1qB39FMNjojphcjFOr1RrdCS9TVZWPfOQjS9cvCIIgCO92IuAS7mkzMzONoa4eP77LQ2gdxyE+cwmzXkXTZFxe0XJ6LePlad7MnwTghzz72XXsvwMwMvgx0uFBAN7UvBw89n+jWhUu9Ty14vxcsJd0sI9wdpyd5/6WY3v/xZp7rK7spdrZUl/r6VUe7KrRnz3LUOUclqRyYehjAEsZrQc6azS5bb484uKro41GHNujJj6jkc5SZNjZYvLmjM7JuEagkuZYQeafJjPsbzP4ufuWs1jPj9eoWtAXlNkVXQ7Ka7U6k7OL2IqbnsEdyHdxU4eu1iitQ6u7EO7atQuG+iBxnmjQR8DrpiXsx+dxceTUGBElTGuzxqVUo5zyyvfNxLmTyJJD//Y9tHX3UsylaW/ys3fvnqW1/X4/tqSAYoCsrJqf1dHRQUtzlEgksiLYukIEWoIgCMJ7iQi4hHtaLpfDtB1aWtqWbuKKuQzFXAbbMtFcKm6PCLjeyXJsPrvwVQAe8u7gu8/8A4ptshDdzXjvM0vHpSLb+M6D/wpfYZaF5r2r1jm7/Xt58PX/QCz+Nu1zR5htf3DVMUv7t1o210L+0c4yu0f+Ehz4rP4sXleE+bzMscuNNJ4dqtDmsynVJb410QjCruz9umJPa503Z3SOTcvocxWKtTipmosvXmwEVu/v03Echy+MNs776KC+IgiYmI5jOQq+UIRIbGX25m4iSRC+1te37gFZRcGkv6MxZyuTLzE2k2AiVecTA9tRzSLjl6aoVsokZqdw6wpN4RA7e9tobW1hb88HUOSVAZIsyzz++ON84xvfoKOjA01b2e1TVVU+8IEPbPn7FQRBEIR7kQi4hHvavn37UMLtVK8qi4rPTGLXyqiqgqzKaMbdm524U17Lvs3c5UYZvzp1Fk8lSdHdzMk9PwLSyr1uJW8LJe/ardBzwR5GBz7C8Ojn2Xn2b0mHBil7okvPp8sSs3kFCYcdGzTMAMBx2Dn6D3Q78ySdAP82+0m+f9bh1IKGg8S+WI12f+Pf+vv2lFFlh+mcwqGO2uXTHSRJYleLiYQD1QpFVaKCzu42D2/MmfyXtyrsa1GZKdhM5W3cKjzduxwwZHIFZhdS2LqP3uFdd202Zm5yjHoxQ5trL5HI6mYg0Pg88nUZu1Qi5G80/hibWQRFo72jA8uyOP7aS+TKNRRZwmuo7N+/jx07diy973cGW1dEo1E++clPipbugiAIgrABEXAJ97SaaePIOvpVjc58wRABr4vuzgAluXzX3jDfKSWrwteSLwPwkyXoyU5S03wcPfT/oq55r3u9sb4P0Jw4TThzkb2n/ozX7/t5HLlxE37m8p6rnpCFT9+gS6Rjs+vsX9M13bi2f4p+H4UZD//zhE3ZbPwbfnCounS4LMGndleW/l4t15kaSeINGsS6Q+xuNSFZJGjAs8MR9g64+fkXSpxLWvzO62U8WmPNZ3q1pf8GqDsKjuqiqaWdQHjtQOZOcxyHuckxJLNCOt21bsB14cIF3nr9TdrDBk8c3IZt20zMJUBx0d/fj8fjYXBwkHPnL+B2GTzyyCONGV6bpKrifyGCIAiCsBHxf0vhnuU4DvnK6q53bc0RuvUBErU0qnUHLuwu90LqO5TsMt22yo/OjWDJGkcP/Awlzw0O9JVkTuz+ER559d8Rzlykf/yrXBz4ELC8f2vXWuWEjrO050uyLfac/nPa597AQeLUrh8i2naAjrzFTK4RvG2L1ukLr/8Pml4sItkykiUjSRI/dqDA6MksQVVnoC2EIkv80gMufvqrRd6KL6/zTLtJPFUk2LUTDB+ugEmkqNC77e6dD5VNLVIrN4Yav7NZxtWam5tBVllI5bFtm9lElmrdwRX0Lu27OnjwIM3NzTQ3N+Px3L3t7wVBEAThXiUCLuGe9eKLL5KrmLT171gxuFWpppAkiZpz7Rbk70WJWppXMm8C8CsLsyhIvLX3x8mGbq4LX9kT5e2h7+P+c3/GwMUvMi3HKPce5OzicsOMq3VPfoPhkc+D42BqHhxJxl1JYUsyJ/b8KPOx+1CBf76/xP/1bR+2I63Ibr2TZdrk0mVcssHu7j7KSoViJYVLAZeh4/e6AegKKPz4XmNpyPHuqALFBGdmKrQRoHd4F5quMLz3vhv6HCQJpsdGSMZn8YeaCEdbCUVvMJC9hvj0BJoq0dvbe80sUzgcxnC7qeaKJLNFxi+XE/b29iLLjdJRWZbp6enZ8msUBEEQBKFBDCYS7knVapWFhQUW4nFUtVG2VsxnmZ8cxcwvMjoxw2Iyi+OIYcdX+1Lym1jYPFg1ebRcYWTwoyy2rG6GcSP+uPA4f2p+ABmHhy/8Ka++dolSXcaj2fSGljNKsfmj7Dz3d6hWFdWu4apmcFdSWLLK2/t+kvnYcrDTE7L46fuL/PC+Etuj6+8By6ZKyI6M3+sh4PcSM6KYeQdFkomEAivKSj8xrHOwtZE1++SQTCKVw1E0mttWd/q7Xp1hN4ZZwK7kSc1OcPbtVykVVw//vVq1UubYq98gs8lZX7VqhdTi/NLsrWuRJKnRyl1WmZhLMLOYAUWjr+/ubHMvCIIgCO9GIsMl3JPi8TimZeP2+jHcjTKouUsXWZwaJe1RSefzWIqJP9x6h6/07jFWnuJk4TwS8EuLi1R1PxM979uStYs1iW9OuPia+c/p1dM8ab/BL+b+gNelX8MbjaFc/tVOKH2RPaf+DGjM8Zrofh+aWUKrlyh4Y1RdoVVr741du9mG4zhkEiVUSaW9JbIUXBmOgSZVaI6sXFOWJH7zcQ8zeRutnGJUkvEGQiuypNfLtm1kWcLv0jh8+H76E32cPn2a+cUU6YV5PH2rBy5fEZ++hN/jQebaM8quWJiZRJUkWpqbCYVCGx4fi8WYHL/I1HyKWGsLNcW7qfMEQRAEQdgaIuAS7kmzs7OYtkO0uRFQ1WtVFudmkKw6bpeHZM7GJdrBL6nbdf5x8XkAPlEyGarXOTf0EWxlaz6jF8YMKqZER8Cm8ug/Y+pIhq7iCH+m/1+cNZ7Cm+yirnk4eOyPUGyTePNezm77HpBkyjf52qVCDbNm4ddctEZDS48P9XXSEYsSCvhWnaMrEr1BmaOTaRxZp6X95krqFmYusTh1EdeBvQwNDeH1eqlWqyRSb5BOxOnoWzsT5TgOiflpZLPCjuEB6lJja9t6HMdplBMqEoODg5u6tlgsBrJKrVbm4YcfRfXfnY1ABEEQBOHdSgRcwj3HcRzm5+cxbYdQpDFbKD59Cawqfp8L07SwHQeXV9tgpfcG27H5q/l/Yra6gBeV/21xmprmZarrsS1Zv1iTeHGs0Sbyw8MVUDXOH/4pQq//DrHiHLH5f4D55eOzgW5O7PlfVrWfv1GZRBFNUok1h1e0KNc1FV1bHWxdUSiWKZSqSK4AzW03N2srEZ/FrFUwzeVsXEdHB6r8JvlMinqthrbGAOBiLkO1XCTkdTHQ10MiV+Y7r795eS+Zsep4x7bp7hvAzCfo7u7e1LV5vV58fj+FVImFXIXOoKgkFwRBEITbSQRcwj0nk8lQLJVAkgmEIti2zfz0OJJVp7O1nbGpOWxsXB4RcAH8U+JFThUvoKDw2+kKUdvmQv/7sFTXlqz/4uXsVrvfYn9bozmGqXl4/f7/nY6ZVwnlJghmL+GupCi5oxw98DNY6upg4ka1doRQAwZt0fB1nTe/mMJRNCItbajajWf6atUK+XQSn6GsCIK83kbpXmkhSSa5sOYescT8DJoi097ejqqqnDn2BpmFWS5UyvQM7cTjDyLLMpVSEcPlRlEVDu7bTeg6s7f79u1Dwab1cmdCQRAEQRBuHxFwCfecubk5TMsh2BRFVhQS8zPUykVcKgT8Hqq1OjYOLrcIuF5Kv87Ll7sS/pRrJ49nvkhddTPZ9eSWrF+qX5Xd2lbh6hm5dd3HRN/7l/6u1QpYir5lZYxXhD1+WkLXXyZXqdVxZI2Wjs1litaTWphDkSESieD1rpxjtmvXLtp7q9iu1cGg4zgk4o2A60pr94MHD5JIJChkU5x6/dsgSbi9fkqFHIfuv5+9O4bRlOvPUG02GyYIgiAIwtYTAZdwz/H7/YQiLXibGu2256fGka0abW0RCqUKtmNjuFTkG7gxfTc5XxznC4kXAfhw9Cl+6NwLAFzqfgpTc2/Ja3z9okH5cnbrQNu12/DX9fXL+26EbTtIEgTV9RtSXMuuXbvJaq24PNc/7PlqifgsmiKvGdT09PQQMy0uzBdWPZdLJzGrVfx+99JMrFAoxJNPPsmZM2dIJpNUqlWsagGvoeBUCjcUbAmCIAiCcGeJgEu453R2dpJTAtg22JaFosjIjkV7a4S5hSQWNh5RTsh3skdxgPsDe3lO6yWQn8aWFC71PLUl619IKHxlpJHd+tDwyuzW7ZCYzWFXIDbQgnEdMZNpWaiKgumO4DZuLghcr5zwaoaqYGgy1frKLoSNckKJrq6uFXvPWlpaaGlpwXEcCoUC6XQav99POHx9JZOCIAiCINwdRMAl3HPyVRP78r2rrCjs3rkDp82Frqn0dLQiBx1K1s32vru3Ve0aF0rjADwWuo+W+VMApMKD1LWby+gApMsS/+1NL7YjcbijxqH22ztkulYxySRKuGSDWv3abeOvcByHmXiSyZkFdh1+AsMI3fR1JOONcsJoNLqqnPCKYrHI4tRFSnWIdS3Pv+oe3M5QVwuxluY1z5MkCb/fj99/Yxk8QRAEQRDuDiLgEu4pU1NTVGQ3sJzBks0Sitb4Uq45depKHU15b39pny+OYToWUS1MTG+mOXEagER0902vXbfg0296yddkOgIW/2xfCek2Z7cWZ3OokkI0FKQptHFA4jgO58emmU9ksFUP8WSW7vDNN5Dwh8IMDQ7REVs7aAJIJpOMnTuNo7lXBFx+r5uh/u03fQ2CIAiCINzd3tt3pcI9pVqt8vLLL5Ov1Dn42AcwXG4s08Qwy9RqdcrVGnktf6cv865wsnABgF2+YVSrRlNqBIDF5l03vfbfnXIznlbxaDY/fX8R/Tb/FCnmqxSzVTyqi4GezQVNiXSO+UQWR/PRu203bd39W3It/mCIndu7ka9RTxmLxdBUhVypQLlUpF6rUspn2bdbBFuCIAiC8F4gAi7hnjE9PU3dsvH4ghguN2a9zuvf+BJ+pYbHbTCXTBJsc9PUsrXNGe41pm1ytjQKwB7vME2p88iOSckVoehp3dQatsOae7JOxlVeumQg4fBjB0s0e+3VB22hes0ilyrRF+7A8VrMJZPEp7PoskZHaxSPe3Ot7RcSaRxZo613kPaegS27PpemXDPYAtB1nebmZkrTc5x49Zs4tomuqTy8b9uWXYcgCIIgCHcv0fJKuGdMTU1hWg6R1nYACrk0OBblSpWFVIa6Y+Lxbd18p3vVSPkSVbtGQPHR5WpfKidcbN7FZmr/ziyo/PJXA3zm9MpgxrLh7083uhs+PVBld+vm9k7djFKhSnq+xPRsgqgapjhfh7qES9Pp6dhc8GiaFqlMHkfRaI6tnoV1ozLJBar5NJZlbXhsZ2cnuipjKA4hn5ttg/3g3NpgVRAEQRCEu4PIcAn3hGq1yvz8PKZtLwVcxVwWLJNSpYqkQSjqEcOOgVOF8wDs9g0jw1X7tzYuJ5zNy3z6TS8VU+L5iy76whYHLzfE+NaETryg4NdtPjxcuWXXf7VysYYsyQR8HiRJYqCznfnFFB2xKJq2uR9fyXQOCxm314/HH9iya5saPcd4OYdHfpi+vr5rHjs4OIhlWXi9Xjo6OlBV8aNXEARBEN4rxP/1hXvCzMwMddPC7Qvg9jZKBgu5NLVqY+6WqslE20Q3N8uxOV1s7Nfa4xvGW5zHXUlhySrJpmuXsOWrEv/1SCPY8mg2pbrM/zjupi9soivwhfONjNdHt1e4XTOly4UaCgpBvxdJkmhtDtPafH3t0Wv1OpJqEI11IG1Rdw/LNCnkMvgMhZaWlg2PVxSFnTt3bslrC4IgCIJwbxEBl3BPmJycpG45xFralx7LZzPUqhVUXSIU8bznBx0DTJSnKVplPLKLPnc3zZcaw45T4WFsRV867lJG4Y/e8NLitdjfVmd3i8mfve0hUVKIeix+8dEC/+WIl8msyp+97SHmbwRg7X6LR7prt+W9WKZNrWLiUTQC/htvZd/V3krT9sdwpK37+ijk0kgSeL1ePB7Plq0rCIIgCMK7jwi4hLueZVksLCysKCesVStUSgVM00R1q/hD7jt8lXeHU8VGOeFO7xCKJNO8eNX+rat8dcQgXZZJl2XOJzT+5vLjLtXhXz5QJOhy+LFDJf7dt/ycS2icSzSe/55dZW5XXHulnNDjbsxYu1G25kfRt3ZvXy6dRJUlmpubtyxrJgiCIAjCu5NICQh3PUVReOaDH2Z47/14fI2ywUIug2PWUVQZw62hu8TvDizHXmoHv8c3jGKWCWca3Qqv3r9VrEmciDdqAp8drNAfbjS/kCWHn7ivSLu/0cwh5rP51K7lAdJ7WuvsbLn1jTKuKBdryMgE/TeeQSpXalhbMOD4nXLpJIosbaqcUBAEQRCE9zZxlyrcE8q2vJTdAtB0g/aOdup1FXfk3fdlXLLKGLKBch1lcN9Iv0rWzOOWXQx5eokunkJ2bIqeFkqe5cDgjRkN05boDFh8cmej+UW2IlG3JaKelZ3zHu2pcTGlcmZR5XuuCr42I71YJBUv0NEfxuXRNz7hHaqlOookE7zBcsJKtcbrx8/hasqz5/DjyIpyQ+u8k23b5LNpPFojwyUIgiAIgnAt7747VeFdKVeur/i7PxgmPNDNVDaP/S5rr32qcIG/nP9HoloTP935A3iVjTM805V5nk++AsAnmt+PJms0L54CYPEd3Qlfm2oEPw91Le/FCrocwFm1riTBjx4s3dD7sOo2mJBJlIh1X3/A1THQRAtR3DdYDriYzOJIKoqiblmwBVDMZcCxcbu8BAJb1/VQEARBEIR3J1FSKNzVpqam+MKXvszMpYkVj9drVSrV1Lsu2DpTGOV/zH0O07GYry3yxzN/R8WuXvOcum3y1/EvYGOzx7eNA/6d4Ng0Jy4HXM17lo6dy8tMZFRkyeH+zlvb/CLqC6FIKrXKjZUh6opGwOvddPv3d1pMZXBkjWjb1s3eAvAFQjzyxPs4fPiw2L8lCIIgCMKGRMAl3NWmpqZYTCQplwpLj5n1OufePsLrbxwnn7k986BuhUQtTdbM4ziNzNK54hh/Pv9ZLGx2eAfwyG6mqnP8+exnMe31g5avJl8iXkvgU7x8V/OzSJJEMHsJo5anrrpIhQeXjr2S3drdYhIwVme0toJZt3DJBm3BKIokUSnXcezrfy2XfOONLup1k3yxjCMrhJtjN7zOWiRZpq2lmc7OrQ3kBEEQBEF4dxIlhcJdy7IsZmdnMS2HSEvb0uPpxXkmR8+CZNLaH7yDV3jjvp1+g88nGi3bvYqbmN7MpcoMlmOxx7eNH4p9nNlqnD+a/itGyhP8z/gX+MHYR1GklaVxZwojvJR5HYBPtXwQn9ooP2xZPAFAIrITR258m9sOvDa9upxwK1XLdSYvJOiLtdPWo6GpGuVqlWq5jsu7flmhLElIjkwuV8Lj14lPZ8lLVTydHnye6+9AmckVcCQFtzeA4dr6DpZeQ/zoFARBEARhc0SGS7hrxeNxKtUaqm7gCy4Pu12YncRxLDRdxnDfeze+L6ZeXQq2JKBolblYnsR0LHZ5h/ih2MdQJJkuVxs/0v7dKJLCicI5fnfyv3OhOA5A1a7xmYWv8t/nPoMD3B/Yy07f0NJrtCyeBGDhqnLCc4sq2YqMV7PZ3bpyT9xWsG2H+ckMKiq1mokkSfh9bhRJply69uv5FR9mAmYupkjM5SmkK6RTRewbyIwBpLKNgCsU3dougqVCnvGzx5ibmdrSdQVBEARBePe69+5WhfeM6elpTMumqS22Yq9McmEex3HwBd331B4ax3F4PvUyz6cazS3e3/QIT4UfJF5LMluNU3dMHgjsW5HFGvb08sOxT/C38S8RryX4b7N/ww7PAPFagpSZBeCR4EE+HH3f0jmuchJ/YRYHib/NHSSTcyFLDqcXGq3g7+uoo21dDwmgEWzNjqeol228upvhvk4kSSLg87CQTlMp1YDV3QYt02Z+MoO/3Y9L03EpBul4EQBVU/B5XNd9LY7jkM7mcWSNUGRruwhmU4skZqcY1xx6enq2dG1BEARBEN6dRMAl3JUcx2F6epq67dB0VTlhvVqlkE0BNuHmG2sXfifkzAJfSb7EG7lGqd9zkSd4X9NDAHS6YnS61t9ntMs3xC+7f4qvp17mlcxbnC1dBCCsBvje1g8x6OldcfyV7NaIPsRfXlgdcGx1OaFt2cyMp6kWTDyqi11DvRh6I7gL+LzIyNSq1prnZpIlyrk6k/Yih/Y0MnQjl2YwHZOAz4Ms31gSfqCniwXTSyAUubE3tY7U4ryYvyUIgiAIwnURAZdwV1pcXKRUriArKoFwdOnxqYvnsC0LRZXxha4/+3G7FcwS30y/xivZtzCdRuOLj0Wf5rHw/de1jkdx8bHmZ3gguJ/nk6/gV7082/QYLmV1Y4krAddX6wcB2BerEzBsbAc6Axa94bWDnxthWzbTYylqRQuP6mLP9j5CAd/S88GAlwf372TWnl91rmM7ZBaLaJJKZ1sUSZLobGsGSWJ8ao7W5vCqczZDkiSaYh34A1ubgarXauRSCXyGQldX15auLQiCIAjCu5cIuIS7kqqqNMfaqdjyiizH3NQ4jmPhC7luOPtxu8xVF/iv03+51Na9x9XBByOPM+i58UCgVY/yz9o+vu7zilmhKTUCwOcqh1Akhx89UMSt3fBLXlMyXqBWtPBqbvZs71s1pFiRZTxuA1fFoGqvzKzlsxVs08Fl6LREQkuPd8aidLRGbqpc1Nb9N3zuelKLcygyhMNh/P6tX18QBEEQhHcnEXAJd6WmpiYG9txHubacjbFME8e20QyZ5ra7/4b366nvULGrxPRmPhx9km2e/lu+5yyaPIvsmCxqLVystLMtat6yYAuguT3AzvZ+ZKRrdhN0yfqKgMtxHNILBTRJpb01uip4vtHPybZtJmcX8Xa14DOcLf28U/E5VFkW2S1BEARBEK7L3Z0iEN6zbNuhUl9Z+iYrCjsP7qe9N4Q/vPWtvrdSpp7jVOE8AD8Q+yjbvQO3pcHHlXLCb3MAkNjTemNDhzfLkHUCnmu3bi8Uy0yOJZi7lF56rFKsUy2ZaLJKe+vW7bPKFUpMzCxw7uTbW7YmNGa/ZVOLqIpEd3f3lq4tCIIgCMK7m8hwCXedcrlMvlTBtqUVQYokSahqgUjs7s9uvZp9GxuHAXc37cYtbrDgOATyU7TG36Y13gg0PlM8BMCeW9D+ffllHXyKZ+PjcMhmSlSpLQ15XpjJoskqrdEwurZ1P4bS2QLIKsGm5i0NcGuVMoFAAJ+hEAgEtmxdQRAEQRDe/e6KDFe1WmX//v1IksSxY8dWPHfixAkee+wxXC4XXV1d/PZv//aq8//u7/6O7du343K52LNnD1/60pdWPO84Dr/2a79GW1sbbrebZ555hpGRkVv5loSbMD4+zpe/9EVGTy1nKWzbZuzMcRbmJ5Zu2u9WdbvOa9ljADwSOnTzCzoOkr1GpspxaJ99jce//Ws8/Nr/ycD4V1GtKhktwhF7O81ei1afffOvvwbbdrh4eoHJsQR189pZNK/bhSorOJZDrWohSRIdHRECHh89na1bel3pbB5HUrd8/pbHH+CZDzzLBz7wgS1dVxAEQRCEd7+7IuD6pV/6Jdrb21c9nsvl+MAHPkBPTw9Hjx7lP/yH/8C//bf/lk9/+tNLx3znO9/hB37gB/jxH/9x3n77bT7xiU/wiU98glOnTi0d89u//dv8/u//Pn/0R3/EkSNH8Hq9PPvss1Qqldvy/oTrk06nsRzw+JYzWZOjZxk98xaTo6u73d1t3s6foWSXCasBdnmHNj5hA4MXv8AHvv5z7Dvxx3iLjfev1kvsO/HH7D3153gqSUxZZ77lAMf3/C/8v4O/iYl6S8oJHcchmyyRTRRxTIdisYKqXHuolyzL+LxuZEmmUqwhSzIDzV3cv3cYl6Fv2bXV6yb5YhlHVgg2be38LYCAW0PTbuGGOEEQBEEQ3pXueEnhl7/8Zb72ta/xmc98hi9/+csrnvvLv/xLarUaf/Inf4Ku6+zatYtjx47xH//jf+Qnf/InAfi93/s9PvjBD/KLv/iLAPzmb/4mzz//PP/5P/9n/uiP/gjHcfhP/+k/8a//9b/m4x9vdHf78z//c1pbW/nc5z7H93//99/eNyxsKJ1OY9sOXn9w6bGZiRGq5RIuj+uuHnbsOA4vZ94E4OHQIWRp+Xcag6NfIJo8y1v7f4qasbmyNKOSpn/8eSQc2uaPEpt/i/nYIULpUdzVDLYkMzrwYSZ6nsZWdGwH3jzRWPtWlBPmUmXmJ7NUK3V8HjfRpuCm/j0CPg+JXJZ8psy29h5UaYsnL3Mlu6Xg9gYwXFu3x69aLuH3udCUu+L3U4IgCIIg3GPu6B1EPB7nJ37iJ/iLv/gLPJ7Ve0FeffVVHn/8cXR9+bfgzz77LOfPnyedTi8d88wzz6w479lnn+XVV18FGuVp8/PzK44JBoM88MADS8espVqtksvlVvwRbj3TNMnn81i2gzfQCLjq1SrZZAKwaYr5rr3AbTBWnmK0dGmd5yaZqy2iSRqHA/uWHterOfrHv0IoO87gxS9u+rX6J55HdkyygW7izXsvB15v4q5mKHpaeO3w/4ex/uewlcb3yFRWIVeVMRSHocjWZ7iyqRK2pGDWLRRkmpuCG59EI+BSkKnmLar5lYFgrW5ydnSSC+PTN1UuGk9mcCSVSGvbxgdfh4kLp3n9xa8wPj6+pesKgiAIgvDecMcyXI7j8KM/+qP89E//NPfddx8TExOrjpmfn6evr2/FY62trUvPhcNh5ufnlx67+pj5+fml464+b61j1vLv//2/59d//dev+30JNyedTmPZDrrhQtMbQ30nx85h2yaKKhNq2rhJw61Ss2v80+KLvJY7hozMr/b9SwLqygDw5cxRAA4FduNRlgczt88eQXYa+6k6Z15hovdpSp5r7zMyqlk6p18G4PzQJ0hFthPITtA/8TwVI8TI4Eex1JXDn0/GG9/SO5rrqFv86xTHcahVTCxbAQc0RV01d2s9Ab8XRVaQHRnjHWWEsiSRSmcxLYfOWBSP+/oHWtu2TbFYwVEMom2d133+ekyzTjoRx6NJBIObCy4FQRAEQRCutuUZrn/1r/4VkiRd88+5c+f4gz/4A/L5PL/yK7+y1ZewJX7lV36FbDa79GdqaupOX9J7QjqdxnaWs1uO4zB98TzYjWHHknxnygmnK/P8p8k/5bXcMQBs7FVZropd5WxxFIBHggeXn3AcOme+A0BddSM7NkOjX9jwNfvGn0exTdKhAVJN2wDIBXs5tu8nOLf9U6uCLYCT8cYeo1uxf6taqmNZDlbdAmT8Xs+myzsNXWP/zgHu2zuM1+3CvpzJ0hSZ3qgPt6agyJDOFW7o2mRZ5v4HDrP78ON4vFvXxTI+NYGMTSgYJBwOb9m6giAIgiC8d2x5wPULv/ALnD179pp/+vv7efHFF3n11VcxDANVVRkcHATgvvvu40d+5EcAiMVixOPxFetf+XssFrvmMVc/f/V5ax2zFsMwCAQCK/4It96VDJfX1wi4UguzFPNZHMmhpePO/BucK47xB1N/zmI9RVD1s83TD8BIaWLFcRdLk1jYRLQQMWO5aUMoM4avFMeUdY4e+BkA2ubfxJ9bP4jXq1m6pr8NwGj/c7CJwCZdlriUaWS4dt+C/Vu6W6NtWxeSIhMMBuhoi17X+UG/F5/HTb1u8tapEfK5HN1hD25dYfdAB4oskcneWMAFYLnCBEJNN3z+O9mWxeylixiqzI4dO+7qvYOCIAiCINy9tryksLm5mebmjTuE/f7v/z6/9Vu/tfT32dlZnn32Wf7mb/6GBx54AICHHnqIX/3VX6Very91B3v++efZtm3b0m+bH3roIV544QV+/ud/fmmt559/noceegiAvr4+YrEYL7zwAvv37wca3Q+PHDnCz/zMz2zFWxa2UG9vL/m6hDvU+BqaHD2PhI3uUvAFrr/UbCu8lH4dG5sdngG+P/YRpivznC+NMVJutKi/ciN+vjQGsBSQXXEluzUfO0gmPMhs7H7a599geOQfOXrof13zNfsmXkCx62SCvSQjOzZ1nW/NNb5H+sMmQdfWt86XZQmjKUL7Th96ukQkdP2ZJNO0OHF+nGqlyuR0nL29rciyQmskgCxLZHLFFZ/pZliWhaxo2PrWlvwtzE5imzX84QC9vb1burYgCIIgCO8dd2wPV3d394q/+3yNvTADAwN0djb2YPzgD/4gv/7rv86P//iP88u//MucOnWK3/u93+N3f/d3l877uZ/7OZ544gl+53d+hw9/+MP89V//NW+++eZS63hJkvj5n/95fuu3fouhoSH6+vr4N//m39De3s4nPvGJ2/NmhU1rbW0labmxbAfHcWht76BWmCHa470j5YRFq8TFcqN08GPNz+BR3PS5O1ElhayZZ7GeokWP4DgO54tXAq7lfYeKWSEWfwuA6Y6HARgZ/Cix+FGak2doSp1fKhe8wlNcoGvqJQBG+z+8qewWwNGZxt6o+zpqN/GOG1QUsvkSHp9+VfAjge6js7eHll4duTB5XWtals2p8+OUy2WCboOn7tuOqja6FTYFvBiqQrVcp1iq4PNuvsvg5Owis8kCnTv8tHb0XNc1rcexbWYmRpeyW7IsOhQKgiAIgnBj7uq7iGAwyNe+9jXGx8c5dOgQv/ALv8Cv/dqvLbWEB3j44Yf5q7/6Kz796U+zb98+/v7v/57Pfe5z7N69e+mYX/qlX+Jnf/Zn+cmf/Enuv/9+CoUCX/nKV3C57kzGRFhfzbSx7EZ2RpIkuluC9O6M4vJs3bym63G6MIKNQ4fRSlRvZFU1WaPX1filwJWywkQ9TcrMoiAz4Fm+6W+bP4pqVSl4WsmEBgAoe6JMdT4GwJ6Tf0Ygtxy4eIoLHH7zd1HtGulQP4noTsbTCn91wk28sP63a6okMZZWkXA42H5z5YSO4zB5NsXMaIpqqbFWPlMhPlemWiih2zpTMzOMT81d15pnRi9RKJbwGTpP3redoG85qJJlmeZwAFmGzAb7uCwjhCPrFIplHMdhIZGmZoEib12r+UI+i12v4vW46e/v3/gEQRAEQRCEddzxOVxX9Pb2rtkSeu/evXz729++5rmf+tSn+NSnPrXu85Ik8Ru/8Rv8xm/8xk1fp3DrZDIZFlI56jQ6FNbKJZzCDKZj3dbrcBx4YczAozmcVs4BsMe3Mgs15OlltHyJkdIEj4QOLZUT9rm7MOTl4PBKOeFMx0MrMlWjAx8ikjyHrxTngdd/h5O7f5icv5vDb/4urmqWvK+dt/f9FCVT5g9f95Kryrw5o/EvDpXY2bK6Icabs43XHIxYhG6inNC2HQrZCj63m3K1Si5TweXVyaVLZDMWPmuObv8gExdHUOsFejpjyJvIwJXKVdKZPF5D5clD22gKrO5uGIsEyBar6w5Sth2H2XiSQG8XxZrEhdNvEQ54KNdMZJePcMv6ezKvlz8Y5sMf+SjUy6jqXfNjUhAEQRCEe5C4kxDuGhcvXuTk6bM0dfSh6waJqREK+QXC7R6CkdvXDv7Mosrfn3YjyUUC2xrlhHt921ccM+Tp5cvJb3GxPInl2FwoNmY0DV9VTugtzBHKjmNLMjPtD6w4v677ee2BX2TfiT+hOXmG/Sf+hLrqRjPL5H3tvHHo56gZfj573EWuKiPhUKrL/MFrXr57V4Wn+6srKg2Pzjb2bx1qv7lywkqxRvxSFpdsoEoKhUyZSMxHKVelXpcop3JMj19AVlTsGlSrNdwuY8N1C6UysgSRoJfm8Np7v7b1xBjoijGRLK75fCZbYPTSPEriCJ3927BUD6lsCUfWiLS2oShb9+PM0GRam/yAaJYjCIIgCMLNuatLCoX3lnQ6jeU4uL0+Ji+eY2bqEuVqFc3YulKxjTgO/OPZRqmp4j+LjU1Mb6ZZX9n9rsNoxS27qNhVJspTjJYbZYHbvMvlZ9HkGQCSkR3UjNUNHUzNw9GD/5Kx3sZQ7ncGWxdTCt++1AhmfvbBIg93VXGQ+PvTbv7imJvLlZcsFmUuZS6XE7bdXDlhMV9FRiYajaCpOpVineRcHssG27LRNBeR1nZcbg9IMuVKdVPrOo6D120QvsbcLkmS0BQJTVn7x9JCMoMjNwYbt3X3MbTnPhzdi6PoNLd13dD7fSfbtsmmErT4Nw4iBUEQBEEQNkNkuIS7guM4ZDIZbNvBtiyqpQISDrpLxe29ffu3js9rTGYb3xaa/xSwOrsFIEsyg54eThbO87XUy9SdOgHFR5u+3KHTn58FIBu4RiMHSebC8HeRDfbRlLrAxf4PUTP8mDb85fFGVu/h7io7W0x2NJt0BS3+7rSb70wZqDL8wN7yUnZrW9QkcJPdCUv5KpIjEWwboKYliZ89xvxUFtUwkGUHVdEIR1tJzM9QyciUKjU204g91tzE/oF2fJsInnUZ8qUarqsGJNu2TSKVxZHdRFo7AGhu68Tl9lAuFQk2XV+L+vXMTY4xPXoGo7qd+++/f0vWFARBEAThvU0EXMJdoVgsUq3VQJIpFfLUKyVkVcYfct22+Ue2A58/18huufQSim8EgL3+bWseP+Tu5WThPGPlxjytYU/fimv1F2YAyPvaN3zteOsB4q0Hlv7+9YsGs3kFn27zXTsrQGML2FP9NXyGw58c9fDSJQOP7nA63vg2PtRxc9kty7Ip5qrUyjapTI6m5jamxs5Tq1VAcdB1F+FIC4qq4vZ4SV9HhgsaZXob/VtOzid56dgoLrebfTuWs4WpTB7TBt3rJRCOLD3uDzXh36LZW9VKmemx87g0hUgksvEJgiAIgiAImyBKCoW7QjqdxrJsLMti7MwxarUKsgr+8Obbg9+sozMas3kFt+pw3+AJJMlCNVto1dfOngx5elf8/epyQhwbX6HRxa/g77iu60iUZL54vhH4fWpXGZ++Mmt1f0edH9xbBuArIy6mciqy5HAgdnMBV7lQo16zUBQNl8dLS2c3oUgLhs+LpCgYLjdNrY3g0eXxbbqk0HEccBz0dUoFrxb0uZGAXL6IbdtLjzfKCTWisY5bFoBPnD+Fgk1rSzN9fX0bnyAIgiAIgrAJIuAS7grpdBrbgWq9QqVawsGmtSt428oJLRv+6XKQ8/7BCnntNAC13G7WaJ4JQEQLEVYbTRUkpBUBmKeUQLHrWLJG0bPxIPCrfeGci7otsS1a53Dn2kHUY701PrmjvPT37VETn3Fz5YTZZAnbdFANF7HOXmRZYWDnfgYPHEIzDFRZo6m5FQCXx4sjyZTLGwdc6Wye194+y5FTYxseG/C6cRsqjuOQK5SAxmDjZDqHo2hEW6+dLbQta81upxvJJBdILcxiqAr33XffbcuqCoIgCILw7icCLuGukEqlqFhVFK+G4dGJtPmJxNbuZncrHJnWWSgqeHWbwz0pJuuN4KCc2Uu6svbNtyQtB1ldrja8ynI27ko5YcEbA2nz32YzOZkj0409WZ/cUbnmzONnh6p8ZFsZTXF4X//mS/vWk0mUQJKJtLZjuBv7x6KxDgzJQJFVgk3NqFojAPYFQux78CkO7R3ecN1CsYJlWZiWveGxkiTR2hREkaWleVz5YhlHUnB5fHgDoXXPLRXyHPnGlxg7e2IT73aZbduMnzuJS1PYtm2YcDh8XecLgiAIgiBci9jDJdwVDhw4QEaXWJifxSxk8QVv71Dq1y8HOc/0V3kl9x1Mx0KudWBXW5nJFWlyr559BfBw8CDj5WmeCB1e8biv0GiYcb3lhJ8/58ZB4kBbjd7wxvPHPrKtyoeGq8g3mZCxTBtVU9C0AL3Du1Y819E1SDDSjGwvB46KquINhlHNeXCuXcp4pSV8OLC51v7NIR9jMwnyxUYGLxTwcf+jT1Hi2vv5EnPTKJJDfHqCzv5hDNfmylHzmRTVcpEmv4c9e/Zs6hxBEARBEITNEgGXcFe4MDJCoVAgOtCNHrWR2DgbslXqFlxMNb4VepsX+bPE2wB01J8hi8RMTmFP69oBV4crxi/1/uSqx690KNxMw4wrxlIKx+c1JBw+vr2y6fNuNtiCRjmhrGiEI+2Eoq2rnvd5Vre1B7BVA7m+mYBLumZL+KuF/B4kGYql5c9A8kbwytf+cVWvVVFkCQmJ+NQE3UM7NvV6lmUSCASItUbR9dvXEVMQBEEQhPcGEXAJd5xpmpw7d55EKUtvxIWqwu2sdh1Lq9RtiaBhc6z6LSxshty9dNPLGWAmd/1zwK6nQyE05n999mwjI/NQd42Y//YFnI7jkM9UkBU3bd39m96/lF6Mk52eIuKRaI6E1jzGsizKlRoeTSHs31yGK+T3ICNRqtYwTQtF98AGwRZAqZhHliRUVaJUyG3qtQCammPs29ZHwCV+HAqCIAiCsPXEHYZwx124cIFcIQ+KhM7N70W6XmcXL2e3Wqd5O99olvGh6JOks42SvusNuGSrhqe0CGy+pPDMospIUkWVHT4yvPns1lawLQdZNwj4Wwivkd1aTz6bYm5+ATniXTfgKpYqSIDb0HAZ2qbW1TWVbb0xSnWHuYUk8ewM0T6DWGcvs5cuUivmCMe6VszechyHciGPS5F46KEHcfwtlKrLJZnVShlV1VDUtX/keQ0VWRZbWgVBEARB2Hoi4BLuuJGREfLZLLYMM2fGaevyoem370vzfKLxWiX/8zg27PNtp9MVw+s0btjnCzJ1C7RNxl2+4jwSDjXNS1UPLD1es6BUlwi9YzixacNnTjeyW0/0Vmny3Fy3weuVmM9TKSm4NFC1zQVFsLnW8IVS5br2b11xaHsP87kKR05eJF+oEKo1XiO9OE81n8IdbCLIynb9+x5+knaPQ2trK/mqRana2ANm1uucOfoqHpdG7677VuztsiwTQ1PRNtGyXhAEQRAE4UaIuwzhjkulUtiOgyRJVAplFPX6S/huVKkuMZFWUNzjzNsjyEg8G3kcgJDLwaPZ2I5EvLD5bxV//qpywqvK8/7odS//3+cDnIyvDCa/OrI85Pi54dub4cskimRSdTTFRd/23UjXkeVxX2kNf42AS9NUWiNBmsOBdY9Zj67K5AslHFnBFwzjOA6FbAZVlvH5fFjm8r46SZIIBfy0t7ejKApBt4Zj1amUS5w/8QZmpYjqmHiMlV9b8elLvP7ilzh+/Ph1X58gCIIgCMJmiIBLuKMqlQqlUgnbtlEUGY9PR96KLhCbdCGh4CDhb34FgPsD+2jWm4BGrNQRaOylmr6OssK1OhQWqhJnF1VsR+KPj3qZzze+9ebyMl8eaXRk/N7dq4cc30rFXIWJcwkqRZNISxvBpuubF3Ylw1Wp1bHWafne3BTkiUPb2NW/+eYhALbtkM8XyRXKICn4AmHKxTy2bSLLEqfffIXUwtyKcwx1+cfZ2NgYx15+nhOvfZNCOoHPrfP444/THApQry0HiLl0Ehwb7Toye4IgCIIgCNdDBFzCHZVKpahf7nInK+D2Gbf19c8lNMACzygAh4N7VzzfEbj+fVxrNcw4u6ji0AgkK6bEH77hpViT+B/HPZi2xO6WOvd3XLvb31ZyHIeZ8TSWBYbuonfb7uteQ9P1RgmiJFOurp/l0m8gY5kvVfj6a6fJl8q4vT5UTSOfTaNcDsYVSaKYzy4dH5+e4NLoOTKZDADBYBBFcrAtE4+u8PDDD+N2u3ntW1/nrZe/vjQgOZ9JosgSzc3XF2wKgiAIgiBslgi4hDsqlUpRN03AQZHA5b692wrPLarI7mksqYJHdtFpxFY8fyMBl2+pJfxyhuv0YiOD8mBXjbDLJl5Q+D++5ediSsVQHH5wb+maQ463WjZZopiroSga/Tv24XJvrmX7O7kvZ7myueKq5yzLwrEstBvIWPo9LizbwnEuZ9KAQjaDIksYhoEsSxSuCrgWZ6cYu3B2KeCKRCI0R6N4dYUDBw7Q2dmJy+XCMutgW2RSi5SLBcx6DV1TiUQiN/T+BUEQBEEQNiICLuGOSqfThCLNqB4XkuRguG9faVe6LDFfUNC85wEY8vQhSyu/JTr81xdwabUCrlqjJXnB1wY0Wr6fWWgEkg921vjpw0U02SFVbrzWJ3aUb3ujjOR8AccBfzBM9+Dm5lWtJRLrwFEMavXVc8qSmTwvHz3NS29duO51ZVlCkhp/VLXxNVHIplEkicHBQRRJopTL4jgOjuMstYQPBhvzwiRJ4vHHH+f9738/27dvX3qss7MTVZFIxefIXc5uRSIR0aFQEARBEIRbRtxlCHdUOp2mVquhaiqqJqOot+9L8kp3QnewERBs8/StOqb9coYrW5XJVzfO1FwpJyy5I1hqY2/WTE4mV5XRFYeBJpOekMUP7y8h4TDYZPJEX21L3s9m2baDZVr4gk0M7Tm0bqv0zYh19bH34adXBW2Vao2FRAZFkjbdDv6dAh4XiqoiSY0SSAcHRZbp7+9HVRUsq061UqJeq2LW6yiyRCCw3JzD5XLR3Ny8Yq5YV1cXqiyTWpwnl0qginJCQRAEQRBuMdEWXrijnnvuOb782hvMzZxDd0qbHrq7Fc4lNCSliKVNAzDsXR1wuVRo9lgslhRmcgrbm1dncq7mX6uccKERcGyLmkut5Q931ukP5wkYNrexRwgA5WINUPAFmoh1rX7P10OWZbz+IHXbi1LLk0gmmYknyeQKKDJoikw05Luhtfdt76Mysohp1pEkiQcef5q+JheqqhIMBsmXFynmsqiahiJL+Hw+FOXamcjm5mY8bhflXJHE/AxeQ6WlpeWGrk8QBEEQBGEzRIZLuKPOnL9APpsi0hqgrSd8217XcRr7txTvKEjQpjcTVP1rHntlH9dIcuPfTyx1KLyqYcaZy4OVdzavbIoR9drcxnFjS4q5CopiEI62bF2AK6vMFWWOHDtHsVDEoyl0t4R5dO8gfe3Rjc9fQyjchCJLlAp5ANyagqZpSJJEOBxGkSWKuSylQgFZWpndWvcyZZmOjg40WUKSoLOjnWj0xq5PEARBEARhM0SGS7ijpqZnSM7N0tLhBuP2xP+OA1847yJTkXE3NfZvDXv71z1+W9Tk2LzOFy+4UGWHDw5V121w4SQbrcoz3kbAVTFh9HKgtrPl2tmx28G2HfKZCk3N/bR09mzdupbFyZMnqdbruDSFjzy2D6/7xjtOVmt1gpEYsnSBUrmEZZp4dNfS8+3t7VRNB7wR0otzyDJL+7c20tXVxcjoRRTd4IknnritWVVBEARBEN57RMAl3DEnT55k8tIEdbOKrrk2PmELWDb81Qk3r0wagI0neJ4asH2N/VtXPNFXY7Ek8+KYi38852ahKPND+8q8c7tZsWITLc+ABH8xNcizbXAhoWI5ElGPRYt37VlVt1MhW8GuQ7VSxx/YuoyirCgM7TnE1Nm3cDDxuPSbWu+FN85SZpyBgQEsd5jjr32TubCfRx9+CL/fT1dXF82xdkbiBWYnRlc0zNhILBZjaHCAYESUEgqCIAiCcOuJgEu4Y8bGxshm0liWydxYjf7drbc021Ax4b+96eX0goaEw4f2TPCSWUSTNHpdneueJ0vwvbsrtHht/uakm1enDDIVmZ99sLhi/9XMpUU8UpW84+bz8W6ckSrZaiMq29ls3ta27+vJJUsoikFze/eWf9atnb1kpkexSmmS2eIN792qmybZQgUMjX379jGdKnOyVCTj1DCM5ayZS1OQJNh58EHafRDwba61vSzLPPDAAzd0bYIgCIIgCNdLBFzCHVGv10mn0zi2jSzLqLpyy4KtigkvTRh8/aJBriqjKQ7/4lCRlH4BkjDo6UaVN/5WeLKvRrPX5tNveDm7qHEqrrI3tlwmaM1NAjCi9GEj84/n3LjVRrv3u6GcsF6zSMYLaKqHQKhpy9c3dIX29jamxvLMLqZvOOBKZosgyXi8XlwuF5XC3FIHQl1fzpxZlkWtkMVWNKJNbVv1NgRBEARBELaUaJoh3BG5XI563cQBZEW6JfO3bAe+Nmrwr78e4B/OuMlVZZrcNv/7QwX2xUzOl8YA2OZZf//WO+1qMXm8twrAN8aXsy3pskR7aRwAo72Lp/oax5RNCVly2Batr17sNsskitimg+2A4bmxQcfric9cYuzU27jdbpBVZhYzN7zWYjoPskI0GqVer3Px/JmleVlXO3LkCMeOvEQmPnOTVy8IgiAIgnDriIBLuCPy+Tw1sxGESLKEa4sDLseBvz3l5h/OuCnUZJo9jdlXv/l0jv4mi7JVYbzcaAd/PQEXNPZ0STicXdSYyze+hd6c0dknXwSgGu3le3aVl7oSDjRZ3MZ5zmtyHIdUvABI+ENNuLc44EotzLE4N93IQCkamXyJUqV6Q2tNxVMgq7S1tVEoFCjksmsGXOFwGEWSmBw9x+Tk5Fa8DUEQBEEQhC0nAi7hjsjlctiWjeM4KDJbnuH60gWDb44bSDh8/54S//Z9eR7prqFc/or/ZvoINjatepSofn3NI6Iem72xRjD1zctZrlPTJsNSI4DLBntRZPiJ+4p8bHuZH9hT2ro3doMqpTrVsoksKzc9e+udHNsml06iyhIdHR1Eo1E8Ph/F8vUPdM4VymQLFWRVp7Ozk0AggCxLKLJEKBRacWxTU6NtvCxBMpnconcjCIIgCIKwtcQeLuGOyOVyuL0+KlYdValhuLfuS/GlCZ1/Ou8G4Ht3l3myb+WNf6qe4aXM6wA8F3nihl7jff01js/rvDal81BXjXBhCll3KBlhqkajW55bgw8N31iWZ6spqoyhqTi6m0jr1u53KuazOJaF4XETDod54okn0Go5pNzUda81GU+BotEaiy3t1zp8+DDFYnHVvKxQKIQsgSxLjVJGQRAEQRCEu5AIuIQ7olKpUKvXkRXQXRqysjXJ1rfnNP7nicbN94eGKzzVvzrL8qXEtzAdi0F3Dzu9gzf0OsMRk3a/xWxe4f9/1MP3SKMA5EK9N3ztt5IkSbgMF5IRxL/FDTOyqQSKLNHS0hik3CgrDMINBFydLWFMV4RIbLlr5MDAwJrHGoaBJEmoMjQ3N9/w9QuCIAiCINxKIuAS7ohnnnkG18kRLoy+hm4Xt2RN24G/O+XGQeKxniof3VbhQnEcj+Km0xUDYKI8zfHCWSTgo83vu+HOiJIET/VV+csTHhIlhf1aY/9WJti7Je9lq5kVC1nScHn9yLKy4fGVcgldN5CVjY/NppcDriWKhq24MSt5dG3zP2ZCwQD7h3ez2R76H/nIRyiVSqv2dwmCIAiCINwtRMAl3BEjo6OMnjuByyfTFPRvzZpJlVRZxq06fGp3manqLP9t9m8A2O4Z4AORR/n84gsA3B/YS7vRunIBx9n0jT7A4c4anz3rolSX2S83MlzZQO+WvJetlE2VkKsKHp8fTzC04fHpRJxzbx+ho2+Y7sHt1zzWsW3y6RRuVaK1dfnzHBsb463X36Q74uHwruvYM+YKXte/gd/vx+/fmq8fQRAEQRCEW0EEXMIdMTsfJ59NEVJlCLq2ZM0jU43GG4c6augKjGQnlp47V7rIuVIjC2VIOs9GHgfAXUoQix+lbf4ovsI8Rw/8NMnozk29nqHCoz01jo+WiElpbEkmF+jekveyVRzHITGbR7VVdu7fTahz24bnTI2eQ1dl9KuGDK+nVqvi9fnQqa9oauFyuahbMLuYxnF6N5VJPD4yRbTbS1ugMZtNEARBEATh3UAEXMJtNz4+zqkTJyhVy8Q6QluyZs2Et+YaTRYe7Gzs27pUbsxneix0HyWrwlv50zg4vK/pIYKyi0Nv/h7R1PkV6wyMf2XTARfAR7dVeNw6DXNQ8LVjqRsHKbdTuVjHqtt4dI1gc8eGx5fyOYr5DH6XRlNLbMPjDZebx973DDG/viKoam1tRdUNyoUi6XyJpsC129DnimXOjM0hzZX4ZHsPxiaCPUEQBEEQhHuBCLiE225ubo5sNotlm6TiCv7gzd9cH5/XqJgSUY/FQJOF7ThcqjQCrgP+XXS52ni66WHma4vs8g4TzFwkmjqPg0SyaZjF5t1su/BZmtKjeAtzFH2b6+SnKfCwcbmc8C7cv1XIlFEkhUjIj6R7Njx+bmocTZHp7Owk6PdRrlkbnuMzVFR15Y8SRVFobW1lppxnKp7aMOCamm/M3mptbRXBliAIgiAI7yqibke47RYWFrAsE1mWCIa3pp33a9ON7NYDnXUkCRL1FCW7giqptBmNZg7NehN7fNuQJQl/vhGMLUZ38eZ9P8elnqdZjO4GoGv65et67eDl0sVMoGdL3stWcRyHfKYCtsRMPM3pt15beq5WrTBy8i2yqcTSY2a9zuLcFLoiYxgGp954hdlLF9ddv5BNY9crBNeZodbT0wOyxqW5JI7jrHlMpVbn0lySizOLoGh0d99dJZmCIAiCIAg3SwRcwm23sLCA4zioqoS/6eYDrmxF4sxCI8PywDvKCbuMGKq0utOevzALQMHfvvTYVNdjAHTMvoZsbXJor2MTzE02riO4tQOFb1a5WMOq28hIKNrKoGhhZpJUfJqzb79GLt0YGrwwO4mMTTgcIhAIkE0llp57J8e2GTn1Fie/8yJzc3NrHtPR0YGiGxQrdZLZlZ0oM/kSX3n1FJ/9xlt859QExbqEohl0dnauuZYgCIIgCMK9SgRcwm1lmiaZTAZw8IdcKFswf+v1aR0Hif6wSYvPBmDicjlhr3vtG3h/ofF83re8rykR2UHJFUEzy8Tm39rUa/sKc6hWFVMxKPg23vN0OxWyVVRZwTA0kBW8/uDSc6VCDk2RMRQ4d+wIxVyW+alxdEVmeHiYpqYmFFmimMusufbC7BS1chG3S181kPgKVVUbAZSscmkuseI5n8egd2AY1dtEqKWD7bv38fQzz4hyQkEQBEEQ3nXEHi7htkomk1hWY19QpG1r2nlfKSd8sGs5K3Vl/1aPa41GEY6D73KG6+qAC0lmuvMRhkc/T/f0t5nteHDD125ZPAFANtAD0t31+4t6zURGRkICScHrCyw9V8znUGTwejwUSmWK+SzRllbMfJLe3l5s20aWoFopU69V0fTlQMiyTKYunsNQZXbt2tUYdLyOwcFBfG6dXt/KjKGqexjes43e7ftwubamS6UgCIIgCMLdSARcwm01MjKCosgouoo/dPM32jM5mZmcgio7HGqvA1CyKsRrjYzKWgGXq5JCMyvYkkLRu3IW13THQwxe/AKh7Dj+/DR5//olbs0LJxga/QIA87GDN/1etlpHXxMxuZmjJ0ZxZBmPvxFw2bZFpVTAZyg89dRTVKtVZE8IWYKwR1tqye73+ynVMhRyWcLR5aHGc5Nj2GaVQCjA0NDQNa+hpaWlMRB54RyY5aW9XJI/hqwouDYxWFkQBEEQBOFednf9Sl5418tms4CDL+jakllL5xKN3xlsj5p49cbN/OTl7FZUC+NTV3fmu9Iwo+CN4cgrb/hrRpB4y34Auqa+ve7rBjPj7D/xx0g4THU8wlTnYzf9XraaKikokoJtO0iKitvbyCg6tsPAjt0MDQ0RDAZpbW2l2W/Q5NVX/Js0NTUhyxLFfGbpsXqtxsz4CIaqsHfvXpTNBkzuEADxVI4vvXqGqURhq96mIAiCIAjCXU0EXMJt9cxTT/DYo8N0Da297+d6TWYaAVdf2Fx6bOJa5YSs3TDjalOdjwLQPvc6ille9by7tMjBt/8Qxa6zGN3FmR3fD5sY7Hu7GbJBoVgGScHt9S0FU4qqMjA4zP33379idtY7hxM3NTWhSCv3cS3MXEJ2bJrCIXp7ezd1HY7jMJ0q8+qJi5wYmSZXtlhYXLzp9ycIgiAIgnAvEAGXcFt97Stf4uSZKay6vSXrXco0MizdoeV5UVc6FPa4rx1wrdi/dZVU0zAFbyuqVaVz5rUVz0m2yaG3/ytGvUDW38WxvT++Kkt2N1iYyTE5uki5UiXa0kI4urJ00qVtfM1NTU143C4UdbnDoePYuA2N7du3rwrQruXosRNMzKdJ5krIuoudOzc/XFoQBEEQBOFeJgIu4bapVCrk8zkqtTqacfNBSsWEeKHxJdwTbARclmMzVWm0Ke9dJ8Ply6/uULiCJHOp+ykAuie/Cc5ycNg58yq+Ypyq7ufowX+Jpd6dDR+KuSqFXAW3y2DbngP0DC0HONlUgloph21fO+htaWnhu7/rkwztPrD02OC2HXzPd39XY8bWJkmS1Dhe0UAx6O/vx+3emvlrgiAIgiAIdzsRcAm3heM4fOYzn+HSTJxqpY4s33wJ3lRWwUEi7LYJuBr7t+Zri1SdGi7ZoFVfXbYo2XW8pTgA+XVKCgFm2x6grrrxlhdpXjwFgGzVGRj7MgBjfR+kZgTXPf9Osi2bWqWOLMkEfB5sZWVQOHr6bV568eskEol1VmiQJAlZlnFpyz8mIj4DTdM2v3frst7eXlA0ZM0Q2S1BEARBEN5TRMAl3BblcplkMoFpWUiydF3laOu5dHn/Vk9wef/WlXLCblc78hpt2n3FOLJjU1fdVI3QumtbqsFU5yON9Se/AUDX9Mu4qhnKRmhpn9fdqFJqBFuGrmHZNray3NLdNOtUyyVkCYLBzQWMLk2hXCxQyKYIum6ssWkoFOKRRx/jiSefxOv13tAagiAIgiAI9yLRFl64LaanpymXGg0ovP6tGW57Zf9Wz1X7tzZsmHF1OeEGQd9k1xP0TbxANHWeYHaC/vGvAjDW/xy2ol3z3M1wHIfJC0lcHg2PX8fjN7ZkEHS5VEdGxtA0jhy/gD6R5eCjzzSeK+SRZQmPx7OpIcNTU1N858gbZHIFdFVGr6Q4dOjQDV1Xd3f3DZ0nCIIgCIJwLxMZLuG2OH78OJZtoagSvuDW7Ht6Z8MM23G4WLoEQK977flZvsLlgMu/zv6tq1TcEeKt+wE4+PYfYtRylFwRpjseutlLB0Cv6VCRKKZqzE9kGTsVp5Ct3PS6lVINWZJRVAUkBZd7OaNULORQJGnT2S1N06hXG9ekKTIdHRt/boIgCIIgCMIyEXAJt1wul2NhYQHbsdF0Fd24+cRqqS6xULyc4brcMGOmOk/OKmBIOv2utQMuf/5yS3jf+vu3rjZxuXmGUcsDcHHgQzjy1iSGW3xN7N0+QG9bjLAngI7O7ESaUr56U+tWinVkSUKSwJGWBx7D5QyX1Cjx24xwOIwsgapIhIIBWltbNz5JEARBEARBWCICLuGWCwQChJpDKIqMqspo+s13KJy8nN2KeCx8RqNhxpniKABDnl7UdYIi/1KGa3MBVyY0QNbfBUDR08Js2+Gbum5o7LFSLAWXZhANBxjq7eD+vcM0N4XQ0ZkZS1Eu1m5obduyMVwquqphWzZIMm6vb+n5YiGHLG8+w2UYBj6fD0NVGBoa2pK9d4IgCIIgCO8lIuASbrl8JU+xXGxsmZIltC3IcC3t3wou7986ezng2ukbXPMcrV7EVc02rmmTGS4kifPbvou8t43TO75/S2ZuxacyXDy1wGIqu/SYLMvsHOohGgqioZFeKN7Q2rIiM7StnUcO7aJSq+NICm5PI+ByHIdSPocsSZvOcAHcd9997NyxncHBtT9XQRAEQRAEYX2iaYZwy1iWRb1eZzozTSDkpZhKoWoyqnbzcf6l7MqGGVkzz0w1jgTs8Aysec6V+VslVwRL3fwcqFTTNl555N/c3AVfVinVqZZMvKqboH9ltz5Fltk93MPkrIdwq4ekmbmh1zBkA9t2qNbqoBkrMlxDu/cT0S0CgcA1Vlipvb2d9vZNBqiCIAiCIAjCCiLgEm6Z2dlZvvXtb+Ft8bLnvkGGBwzi2cqWlKVNvqND4ZVywi5XOz517bbjV8oJC5ssJ7wVMskiqqwQbQqia6u//RRFoa8rhuM4pMwsDs51rW9bNi5Dp1yp4iChajqqpgONuVrtHR0Mtvi35L0IgiAIgiAIGxMBl3DLTE9PU7fqaIYGVhXLcrYk2CrWJBKlRsDVdbmk8Gzhcjmhd/2ytysNM/K+O9Npz7Zs8qkyhmTQ3hq55rGSJKFLGiWzsulW8Y7jcPH0AklXmZ0D3XR1dWK6m1d85oZ68yWRgiAIgiAIwuaJgEu4JWzbZnZ2Fsu2CEVDYJYxbXtL1r6yf6vZa+HVHWp2nZFyox38ugGX4xBJnQcgG7gz86By6TKSI+P1rC4nfKep2UXOT87ii+o0t2+u/K9WMXEsh3rdxO/z4G3uoX7VXrXU4jx4NJo97bhcW9OaXxAEQRAEQbg2EXAJt0QikaBcLSNrMheOXSC/mMDl0Yh0BG56DtfkO/ZvjZYmMB2TsBogpjeveY4/P42nnMCSNZKR7Tf1+jeiUq6TnC+gSirtLU0bZvo0VUFyuK5uhZVSHVmS8Xs9SJKErawcbDw9doHJco6g+zExhFgQBEEQBOE2EV0KhVtienoay7YINAUwq3VqVZNq1dySksJ3dii8sn9rh3dw3fVbF44BsBjdiaXe/uyOqihQk7BNm+am0IbHB/xeFEmmUqrj2Jvbx7UccLnJFUpU6g6O0zi3VMhTymeR5evrUCgIgiAIgiDcHBFwCVvOcRxmZmYwbRO3z43j2HA5DtKMm9tD5Dgwlm4kZrtDFrbjcLZ4Ebj2/q1Y/C0A4q0Hbur1b4QiyXT7YsiSjKJpzCdSG57jduloqgZ2Izu2HsdxGqWEjkOlVENGxud1c+LsGG+8+m3KxQJmvc65Y0fQFYi1tuL3i6YZgiAIgiAIt4sIuIQtl8vlyOVz2JKNoig4loksSyBJNz30eDYvk63IaIpDb6jOK5k3yVkFDElnwL12mZy3MIevGMeWFBaje27q9a9HuVjDLNt0GDEkS0ZVVCTVRSqT3/BcSZII+D0okrJuWWG1YjJ5IcH42UUyyRLVsokiSbgMHdOyQVYw3G5GTh3FqpYJBfw88sgjYnixIAiCIAjCbST2cAlbzu12s+fgHmbTs5RLZSzTQpFlVF256Zv90wsaAL0tU3x67nNMVhqdBw8GdqHKa385x+JvA5CI7MDUNj9/62YtzuawS+Dr8xEJBwg3NZEs1MgVClRrdQxdu+b5Qb+XeCpFKl4gMZfH49Pxh934Q25kWSKfLlOuSqDoZBeL4ICmaliWDZKMy+1hdmKUXHIBn0vnscceE80yBEEQBEEQbjOR4RK2nK7rhNvDdA13UcqVsC0TWZHQb7KcEODUooXR8gXioT9ksjKLIet8vPkZPt78/nXPubJ/63aWE9arJpVCHUVSiIQDuAydXfsO4g824Ugqi8nMhmsEfB5kZArZCiY6hSLMTxWwbQdHMfAP7sAbi+HICpVynWgkQEskSKVaA0nGcLmZnxzDrSkcPnw/TU1Nt/6NC4IgCIIgCCuIDJew5WzHplAvYNs2pUKpkeHSZDT9xr/cHMfhWO4CM8EX0bUsDrDXt52PNT9NUF1/T5KntEAgP40tySw033w5oeM4pOIFHAeibeu/bi5dRpEUwkE/LqMxeNhWXUTbOimkF1hMZelsW7uj4hV+r4eA10OuXELWdEKdrVh1EyvSjoUKEjQP9VDJ5rHNCi3RED3RNkYvzeJIMl5/kAcOH6acWaC/v/+m37sgCIIgCIJw/UTAJWyp2dlZ4qk4dtBG1VRinc3EawVQJAz3jX251e06/2P+HzlTHEXWgHqYH+t+hh2+gQ3PbY0fAyDVNExd993Q619tcTZPdrGE4zgEI54196Q5jkM2VUaVFGLRMI7jkC+W0YIGkdZ2ZFmiXc1t+FqKIhMO+kmUyrgiIcLd7auOkSQJdzhAoVSgmKtCFErlSqOk0OujNRrC0x696fctCIIgCIIg3BgRcAlbanR0lIuXLtI21EbXUBf9w230t9nEc1Vq5o0NPn4jd5IzxVEkR6GS/H/Yu+8wqcqz8ePfU6bvzPYGu+wuvUhHkaDGgqISo6/GqOHnS4wlMZaoUTSvii0mb6wxUaNRE0yir5oYU+xoolHAhoLSO0vZ3qa3c87vj2EHhm2zK4jl/lzXXrJzynPO7gHnnvt57vsoprlnMiYnmd7ujLaS0N3dlnsv3b1+q6Hk008nbG0I0t4Ywqk5iJlxErFktwFXJBQnGTNw2h0UFfiIRON8uHIjyuYWDjvmZEoralAD2yHW1ut4lmXR1NqBotnxFOb1uJ/Ll0PHdgV/Rzg1fjSGpdhwe3Jw2T79NE4hhBBCCDFwEnCJ/cY0TRoaGkiaSfJL8lMvGrHUf8yBBVsAdfEmALTATOJNsxk/LZTe5vPXMuOdX2BodnYOmk5t5dcJeUrJb9tIef0H5Pm3YaHQUDJx4DcGdLSEad4VwKk58Lic2FUdeigA4m+NoKsaxQV5aJpGIOQHVcPt8aaLhhiOXLQ+Ai7DNPF5vYRDSSx6Ljai6BqWAYaR6rlVNbiUXWE7dVvXscWjyHRCIYQQQoiDSAIusd+0tLQQS8TQ7Boen4dwIIw9HkI1LIyBx1s0xpsBCATKURWL0cV7+lIVtqxFwUI3YlRt/w9V2/9D3ObBntgTlO0qP4y4wzfg8Q3DpGmXH4dmZ0h5CcOqBtGSaKc90XVaoGVZREJxdEWnrDgVdAZCESxFIyc3f8811TfTumUTo2oG43F3XzlQ1zSqR4yhbtkKGtduxj1jIqrWNWOVjMRwuNz48nIBKC0to70pScvOLbS0tEjAJYQQQghxEEnAJfaburo6DNMgrzQPgI+XfEysox1FBZvbRsWwwgGdtyHeAoAZL6Ym38C1VzX1nGCqLHxd2TQUM0Fp48fYEyESuouGkknUlU+jpWDUp7ovTVMZP3oo4bYYQ4eUA2BTuv+roygKo8dW4InnkOv1ABAIhkHR8Pjy0vu1tTThD8dpbGmjxl3e49i6txin000sFGHXx+tR9VRpfXdhLr6yYhRFIRYMoyoqnrzUWi1LcxBob0RVFYqLey/MIYQQQgghDiwJuMR+U19fnwq4ivOIhWMY8SSmaaIqCpY1sHOGjAghI7U2yYyVMLYqkbE9J1gHQF3ZFBpLJuGMtuIKt9CeV42l9t7nKluqolLmK0DN3dNFQVc0LNNCUbtO9fPZcvC5UgU6LMsiGIpg6R5y9gq4issG096wg+ZWPzWVXQOuWDxBIglaoYe8olIikRBW1MIigQm0duzEMi3yBpcSC4RQFZWoAe+vWEfV8FH421vxuWwScAkhhBBCHGQScIn9IhaL0dLSQtJKkleUR6A9AJaJrquYFt0Wl8hG53RCK5EHlp1xJYE9Gy2TnFAq4ArmpCr4RZ0FRJ37r9+UaVrk2j2oyp5gKxKN8dGqTQSTYYaPL+tyjEfb01w5HIlimKBpNlyePVUScwtLsFSdUCTQbRPkusYWtu5qozioUzPqEApKyjGNZCqA87fTsHMrObm5GMkkiWgMl+6hqaEeKxpn+ccrMUxwF5bjdrv3289CCCGEEEL0nwRcYr9ob2/HxMTtdeNwOajfVg+WiaYqGEkTu2Ngj1rj7umERqwEj91kSJ6R3uYON6GZSQzVRti1/0ufm4bJ5tWNDC4wyavxoeupoNGm6yQSBoZhYhgmmpYKxuLRJLu2tJHIg9HDhgAQCEZAVfH4ctMFMwBsdjs5vjzCrWHaO4KUFudnjN3U2oGl6njzClA1jfyikvS2orLBDK4ejqXBxp2foCoqLlcO3vwCmreHSMZj2B0OioqKMsYUQgghhBCfPbXvXYToW2lpKcecfAyjp44GINgRBMsARcEEbI6BZbgadme4zFgJY4uT7D2Dr3M6YTCnHJT99yhblkV9bTvbN7aAoRAOx9JBFYCua9hsOgoKidieADAWTZCMmYQjsfRrPq+H6mEjKB1c1WWc3IIiLEWnzR/MeD0ciREKx0CzUVBc2u012uwO7JoDj+HBbnfi9vrIKywBRSOZTGK3yXRCIYQQQojPAwm4xH4TtaK4clLT6UL+EJgmpmliWWAbYIZrT8GMEiaWZa7f8u4umNE5nXB/iQTjdLSEaW0MoSsag0oKu2SKXA47qqKSiO/pBxaLJFFQ8Lj2VB10uxwMqhlF8aDKLuPkFhZjqRrtHQGsvRa5NTS3gWojt7AY3Wbv9VoLC8rQsVFQXEZeYTGWqoOi4nI6JeASQgghhPgckCmF4lOzLAvDMogYEQDi0TiJaBzLMsFKbbcPcA1XXTQVcCmJYsaV7FswIxVwBXJ6rvI3EEF/DCwLXVOxaTbKiruuCXM67KkMVzwzw6Uqapcy76bu2vdwAHx5hdgcLjw2G4ZpomsalmXR2NKOpeoUl1f0ea0eXx4Tph+Fa3ePrwmHfx1dU5g6okKmEwohhBBCfA5IwCU+tQ0bNrBm/Rq8g72UDilFURVqRlcQbtxJLGHSHoihav1PpsbMOAEz1etqaE4BLltmqcM9Uwr3X4bLsiyCHVGScQOn3U5pUV567dbeXE47ipI5pTAeSaKipQOuaCxORyiB3R3D5e76V03VNKZ9/UTsgVq0eAeQ6tkViSVQnG4KivsOJBVFwZ2zp8dYji+PXJcNVZXktRBCCCHE54EEXOJTq6uro6WtBWdxKtCw2W0MqsiDvBiBaBJfONH7CXrQFG8FwEx6mFpmA+LpbYqZwBNuACCwHwOueDRJIpYgmTDxuW2UFuZ3u5/T4UBFSU8pNE2LeCyJW7Ph3j2lsK0jyLqt9XgDFuOmfq3b8yiKgmn3pgOu5tYOLNVGYXEZmt7/v56mYeB2dN9IWQghhBBCfPYO+sfgL7zwAtOnT8flcpGfn89pp52Wsb22tpY5c+bgdrspKSnhmmuuIZlMZuzzxhtvMGXKFBwOB8OHD2fhwoVdxnnggQeorq7G6XQyffp03nvvvQN4V18dpmnS2NiY7r+VlowCEEuaAz735uDukvCxEiaUZgZtnlAjqmWS0F3EHHndHD0wwY4opmGBBf5AhI5gqNv9PC4Heb4cHLu7MMejqfVbNl3HbksFSrF4HEtRcbo8vY5p2jxEY3Esy6K6opQxUw5nUPXw9PZ4LErDzm1YZt8/y+VL/83ify2io6Mj21sWQgghhBAH0EENuJ599lnOPfdczjvvPFasWMHixYv5zne+k95uGAZz5swhHo+zZMkSHn/8cRYuXMiCBQvS+2zZsoU5c+ZwzDHHsHz5cq644gouuOACXnnllfQ+Tz/9NFdddRU33XQTH374IRMnTmT27Nk0NjZ+pvf7ZdTW1kY8EUezaXh8qcCiua6ZYFsHoVCcWCLZxxl6trq9DQCPUkyuM3M6YUbBjP24VinYEcWuqxTke3C77MRi3WfnfF4Pk8YOp3hQajqfZVp4PE68Oa702qnUsQoOZ88ZJ8uyWPH+O7yzfB2BUATF5iKvdEhGk+QNn3zI5tXLqavd3Ou1x2NRouEQ4VAAl6v7dWNCCCGEEOKzddCmFCaTSX70ox9x5513cv7556dfHzt2bPrPr776KqtXr+a1116jtLSUSZMmcdttt3Httddy8803Y7fbeeihh6ipqeHuu+8GYMyYMbz99tvce++9zJ49G4B77rmHCy+8kPPOOw+Ahx56iBdeeIHf/e53XHfddZ/hXX/5BINBTMvE7XOjKArJRJJ1y9aRDPlBVVBsKjVjSvo+UTd2RlvBAVXurkUrDkTBDCNpEo8mcdg0po6sYtWGemLxnqdDaoqKqiiYloUrx864cUUU6Lnp7bF4AhQFu7Pn4EdRFOwOJ2FFp90fxF1Sk7E9HAzgb2vCadNo3FVLedWwHothBDva0FQFn8+H3d57dUMhhBBCCPHZOGgZrg8//JCdO3eiqiqTJ0+mvLyck046iZUrV6b3Wbp0KePHj6e0dE8votmzZ+P3+1m1alV6n1mzZmWce/bs2SxduhSAeDzOsmXLMvZRVZVZs2al9+lOLBbD7/dnfImuAoEApmXi9KSyOCF/CCwTdscEA214HIorhElNKZxQ0HUdVUYPrv1E01XGTRnE+PFllObloij0GnABaJaGaaayb3bFlhEMxeIJLEXF7ug929RZHn5zbR2bausxjD1ZwYYdW7FpKrqqEAkFCAV6nioY7GhHUxWKivZ/E2ghhBBCCDEwBy3g2rw5NT3q5ptv5oYbbuD5558nPz+fo48+mtbWVLGE+vr6jGALSH9fX1/f6z5+v59IJEJzczOGYXS7T+c5uvPzn/+c3Nzc9FdlZdc+SmKvgMu9V8BlGigKqcyPJ7tMS1uigyfr/8n2aCqQ+rheQbGnSsKP9HUNuA5UDy4lYUIilblSFKXXgGv1hm2sWb6TQFskVfpetaW3WZZFNB4HRcXRS4YLILegs3+WTmN9HaqaqopoJJM07qrFpqmUlJQweuxY7L0UxAj4UxmuwsLCft61EEIIIYQ4UPZ7wHXdddeh7H6z2tPX2rVrMXcXALj++us544wzmDp1Kr///e9RFIU///nP+/uy+u0nP/kJHR0d6a/t27cf7Ev6XHK5XLhyXHsaHneEsCyTZNLEtMCVk13A9W7HCj4KrGLhrmcJG1Heb/KjKCaaZSdX92bsqyVjuCKpYGx/VSi0LAsFaG8Os359Ezub2lGARDKJYXRfrMKma6iKQjSSYMPH9Xy8cgvG7ufaMEwMwwIU7L2s4QJweXIABUt3kFtQlM6SJRNxioqKyfV5Oe644zhsyuQeA65UOfs2NEUCLiGEEEKIz5P9vobrxz/+Md/97nd73Wfo0KHU1aUyGXuv2XI4HAwdOpTa2loAysrKulQTbGhoSG/r/G/na3vv4/P5cLlcaJqGpmnd7tN5ju44HA4cDkev9yFg0qRJeKo8xM1UyfZwMIzZWUVSAafL1svRe7QkUgUy/EaQ5xpfZUtoEroPimxFXdYseUL1KFjE7F4Sdm93p+s3f1uEjqYQRszAa3cxuDiPLTubUBOpLJfb1fVZcDocKKiEOqJgQTJpoO3uf6WoCmNHDSPsLEPTev9rpigKQ8dMoGnXdqpGjku/7nC5Oeboo8lxqCiKgtOm4bKrROJdA8BIKIhpJLE5neTm5nbZLoQQQgghDo79HnAVFxdTXFzc535Tp07F4XCwbt06jjjiCAASiQRbt26lqqoKgBkzZnD77bfT2NhISUmq8MKiRYvw+XzpQG3GjBm8+OKLGedetGgRM2bMAMButzN16lRef/31dMl50zR5/fXXufTSS/fLPX+VWZZFwkyk/xwNRUkkkqiKgsNtQ1GzqyDYkmhP/3l5cDVKXmrN3GBX14IZB2I6YTgQIxZOYCZNbE6N4nwv1YOKaAslUHu4B6fTjoJCPG6gKRoe157sk6aqFBWXEM+r6fbYfZVV1lBWmbmvrin4XHo64DRNk1hHMzvrWxhcMyJjX0VRqKyqJt9tl6bHQgghhBCfIwftnZnP5+MHP/gBN910E6+++irr1q3j4osvBuDMM88E4IQTTmDs2LGce+65rFixgldeeYUbbriBSy65JJ19+sEPfsDmzZuZP38+a9eu5cEHH+SZZ57hyiuvTI911VVX8cgjj/D444+zZs0aLr74YkKhULpqoRgYy7KIG3EsUkUjkvEkyXiCZMIAlazXbwG0JlPFIMZ6Uv2nNNcOAMrsXQtAHIgKhbFIauqg3aZTlO9F1zQOHVvD+JFDcDq6vw+Xw466OxhSFRWPO3O6n6Vll93rTkvDLlxKIiO7FwgEWP7+Umo3rSERj2VeiyeHqYcexuGHHz7gMYUQQgghxP530MrCA9x5553ous65555LJBJh+vTp/Otf/yI/P1UkQdM0nn/+eS6++GJmzJiBx+Nh3rx53Hrrrelz1NTU8MILL3DllVdy3333UVFRwaOPPpouCQ9w1lln0dTUxIIFC6ivr2fSpEm8/PLLXQppiP7Zvn07S95ZgrPIyYiJI1B1ldFThtO2bTPhhIHTm92UzJgZJ2SEATiz5GTu3fJn/KSmnJbYu65H2lOhcP+t34rHkhhJE4fTRlmBL71N7yVD15nhAlBRMjJcHYEQkZCCUw/12fh4X4l4nA2fLGPXOpWCb3wDny91Pbm5uRQVFhKrb6KpbgeDqoZlHOeyaf0aRwghhBBCHHgHNeCy2Wzcdddd3HXXXT3uU1VV1WXK4L6OPvpoPvroo173ufTSS2UK4X4WCASIxWM4rFRgpWkahYUeCvRCdrZHsPo4vlNbIpXdcqlOcnQ3lbHTWWl7GEUxGOTYp4eXZZLrT63x218BVyJuYBkmRtLEruuUFqbWQFmWhWEaxOIJHPau2Spd07DbdCKGgqqouPfKcNU1tlLXuoNKw0HF0JH9uh5/WzMKFrm5uXi9mWvUhg4dSkNTc6on15ChKIqCaRpEgkGcZTkDuHshhBBCCHEgyWIPMWCdJeFd7r3KnhtxYoaZdbAFe9ZvFdhSgY4/UEZ42/c53HY2+bbMAhC5/lrsiSAJ3UmHr+pT3kFKPJrEskBVFZw2GwW+VEZq884mFi3+mPVbdvR4bJ4vB1VRUVDw7FVYI9X0WO216XFPArsbGJeUlHQpGDJkyBCcdhvRYIC25lQhmKC/g0/ee5OXXnyh32MJIYQQQogD66BmuMQXWzAYxLKsdNPj5rpmArt2oChxFKeOqmUXz7emA648AOqDGma0kom+PMDI2Le4KdUYu6VwDJa6f6bQxaNJdF1lWEUZ00cMSxfJcDnsfTY/HjqknKgZQzd1NG3P9cTicSxFx9FHSfjuBNpbe2xg7HA4GDlyJB+vXMX2jWvJLypNl4PPy8vr91hCCCGEEOLAkoBLDFgwGEw1Pd4dcNWuq6Vh6050m0J5TQG5he6sztNZMKPAlkc8Ca2RVKBWltO1/HlR8yoAmooO2R+3AKQq/LlcNkrzvJTstX7L7dwdcMV6DricDjsTRg5DV/YEW5ZlpY7R7dgd/ctwmaZJyN+O2652G3ABjBkzhvXr19MR8tPWVJ8KuFSk/5YQQgghxOeQBFxiQJLJJOFwGJPUlELLtIiGo5iGCQ4bdmf2j1Y6w6Xn0hhKBVsem0mOI3Nioj3mJ8+/DYDmorHsL/klHkYOy2dMbkXG6+7dRTESySSGaaZ7bO1r72ALUv24DDPV9NjRzymFIX87WBYup5OcnO7XZDkcDkaNGsXW2h1ouo1ARxu6qkrAJYQQQgjxOSRruMSABINBLCx0m45u14lGophJA8uyAAuboz8B154MV30wFbyUdpfdalkNQIe3kphj/zX3NQ2TjWubWb+pcff1p9h0DZuuoioK8V6mFe4rlkiAomCz21G1/k177Fy/VVhY2GX91t4OOeQQvvmNk8nPyyUWCaMqUFDQtWeZEEIIIYQ4uCTDJQasuLSYgBEAIBKMYCSTKKqCrmtoWnYNjy3L2msNVy6bgp3TCY0u+xZ3Tics3n/TCS3LIhZNEGiPsjXRzKRRQ9LbFEXB5bATiCSIxhK4nFmWuY8lALXf0wkBissrqSwtoNDb+7Gd68X0RAhNVfD5fNjt2fc9E0IIIYQQnw0JuMSA5OXlMW3mNOpCqZ5YkVAEM5lEVRVsDr3X7MzeQkaEuJVAAfL13B4zXIppUNi8BoDmonH77T7CwTjb1zWjGDC8rOuas9Q6rlC/MlzeHBdjxo7G8JT1+3psdjs1JQW47FlmxpJRbJqK253dejkhhBBCCPHZkoBLDFjciKf/HAlGMAwDVVWwO7KfRteabAfAp3uxqToNuzNc+wZcuR1bsSfDxG0e2nOrP/W1d4pHkiQTBjZVI8/bNWgZXJKPouk4ndlnj+w2G4W+EpIDCLgUBZy27Gf66rqO064zZsyYfo8lhBBCCCEOPAm4xIAkk0kSxp6sTyQYwUwaKLszXNlKr9/Sc7EsaNid4dp3SmFxc6ocfHPhWFD239LDWCyBaVrY7N0HXKOqyiguLqAlGO/m6J5Zav//avnbWoh0NFNqr6G4uDirY4YNG8bQoUOzzigKIYQQQojPlgRcYkBeeOEF2sJtjD18LB6fh2EThlHgSeAPRbG5bVmfp3P9Vr4tl/aoQsxQUBWLIk9mhmvP+q39N50QIBZJBVx2XScvp/tpebYeqhP2pKmlnUTUibfEi82e3bovgNbGOpp3biHXoWQdcAESbAkhhBBCfI5JwCX6zTAMwuEw8Xgc++6pdm6PG/egHNQOjaRh9XGGPToDrkJbXjq7VeQ20feKcRzRdnyBHVgoqQzXfhQLJ8CycNhs+DxdmxRblpW630gMtyu74GnL9nqCRjPj3AXkFuw5prWxDn97K0OGj0HtJojrrFDYU/8tIYQQQgjxxSMBl+i3zobHmk1Dt+1+hIxU4GL0I9iCfUrCt3Tf8LioJVUsoyO3ioS9+95UA5FMGCQTJqqqUpDr6TYIag+EeXHJJyQtha9N7Tu7ZlkWsXiq6fG+PbjWLn8PVQG7w8mgqmEZ20zTIOhvx9NLw2MhhBBCCPHFI324RL8FAgFMy8TpdqIoCoG2AFtWb2Ld+mZCwVi/ztVZNKPAlpvOcJXus37L569N7Zs//NNf/F7isSQ2m8aQQfnMOrT7zJnb6UBBIZ5INT/uy95Nj+3OPRmzZCK13s2mq7S3NHY5LuTvQOmj4bEQQgghhPjikYBL9FtnwOXypDI4bY1tbFlby5ZNLTTvCmR9HtMyaUv4ASjQ83quULg74PJ7h7A/KSj48pyUFubisHef7LXbNHRNTQVdWZSGj8U7mx47UNU91RqTyQS6pqKrKoH2Vsx9grdsGx4LIYQQQogvFgm4RL8Fg0Esy8LpTmVwwsEwZtJAVdV+VSjsSAYwMdEUDZ+ek+7BtXeFQsU08AZ2AOD3Ve7HuwBXjp2RY4qZfsjQHvdRFAWX046q7A6m+hCNJ0BRM7JbAE6Xm1lz/guP24VlGvjbmjO2B9pb0FRkOqEQQgghxJeMBFyi34LBICYmzt1FJqKhKEbSRFHB7uxPSfh2APJ1H0lDpS2SyuzsneHyhBvQzARJzUnYnX3lvmyYpsWajxv44ONtGEbP0wVTzY9TJeT7EovHAQWHw9Vlm9OuMWjQIGyqQmtjffp1y7KIRcLomkpZWf97dwkhhBBCiM8vKZoh+q2oqIiOeAfuHDeWZREJRTANA03X+tf0eK+CGY0hFQsFt80kx76n8IbPvx0Av69iv/bfAoiE4iRjBs3tATSt53O7HXYURSEa77sXVyyWwFJU7K7MgMs0TZy6xvDhw8krLCKs+dLbFEXhyGNm4TRCFBYWDvyGhBBCCCHE544EXKLfxo8fj6PCQcJMEIvEMJNGak2SqvVrSmFLZ8EMPXev6YQmey9h8h2g9VtG0mTL6kashMmwktJe9831utBUhYamNoYMKul1jVV5SQGuoiHYcjMzVR++/Rqb3DZmHXsso4YPY02dP6N8fonPidPm+XQ3JYQQQgghPnck4BIDYpipdVbhQBjTNEhFSQp2+8AyXNtbeqpQ2Jnh6v/6LcMw2bWlDXeOncIyb8a2jpYwlmWhqir5vu4bHncaUVlKU1uA4uKiPgtauJwONN9gTPueDFYykSAejRAlgXP32i6fy0ZrME4o0EFRQS5OW/Y/NyGEEEII8cUhAZfoF9M0SSQTmKTWPIUDYcxEEk1T0G0aai9T8/bVuYarwJbHv+tsAIwtTu7ZwTLxBQYecAXaIkSDcSKBGK4cO+6cVBNiI2nS0hAEE3JcDvK8vQdcNl3j61NGETdMalvC9NVpzFJtGd+HQwFUVcHtdmO324nFYtRt3UBtXQv+9hZcOuQfe4xMJxRCCCGE+BKSgEv0S1tbGy+98hKW3WLKMVMory7H60jQ3thIuJfCE92ea3eGy4jn0xjS0FWLQ0r3FKZwh5vQjRiGaiPk7n3aX3eCHTE0NZV5a9jeQdWoYlRVobUxCKaJqoDH5SC/j4Crk11TKfDY2dkaxGG3dcl2WZbFzvpmlEQ++aWD042UI0E/mqKQm5ub3m/DmlX4Iwk0VcHm8JCXl9fv+xNCCCGEEJ9/UqVQ9Es0GsWyLDQ9NQVO1VR8OTp5xW48PmcfR++RMBP4jSAAW5tS1QfHliRx7ZUc2tN/qwJL7d+UO9MwCQdTAZfDrpGMGbQ1BkkmDNqbQmiqgtNpQ1c1fJ6uFQV7squ+iQ8+Xkdjc3uXbfFEko3b6li/8iP2DsXCoSCqQjrgcjqdFBUVYdNU7LrKiBEj0DSZUiiEEEII8WUkAZfol0gkgmVZ2Bx7RUbJaEYBiGy07J5O6FIdrNiVWu80tTyzCuCe9Vv9L5ihKApVwwuprMxl2PACbLqKkTRprg+gAh6PndIiLwU+T68VCrucF7CpCptqd2Hs07w4GounenA5nCjqnnOGg35UdU+GC6CiogKbpuCw6YwYMaLf9yeEEEIIIb4YZEqh6JdoNIqFhd1hJxqOsn1dLbG2OjSXDafXgZ5l8YemRCsAPq2AjUEdTbGYUJbZ5+rTrN9SVIXSYg9ep45lWUzx2EkqsPLjBjRNZeSoIsaUVODV+lcZcExNOetrG2gLRvEHQuTn7inGEYvFSSZNtH0CsUgwgE3JDLhqamrYtWsXlZWV6UIaQgghhBDiy0cCLtEvkUgE0zKxO+0EO4I0bK8j2NqBzaVTNbo464CrM8NlxVOFIvadTohl7VUSvv8BF4Br97UoioLHYwcLJk4qx4wlyfW5yNHdaGr/kryqqlJelEtHOEZbRzAj4IpEY3QEAtiTJu0tjeQVlmCZJvlFJbiI4fPtqVzodDo57rjjBnRfQgghhBDii0MCLtEvnRkum8NGOBDGMgwUVcGywGbP/nFqjqcyXO2B1PqtyeWZ2S1XpAVbMoKp6ARzyvt1jZFQnIg/igeLrZvbyM1zMmx4ISiQ49SJAjZLR+/nurBOZYW5bNjRRGtHgKHsuba2jhCKomC36dRt20xeYQmKqjJu0lRGlHp7OaMQQgghhPiykoBL9Mvea7g6WjowkklUVcFm11DV3ntU7a050QZAR6AYVbGYuO90wt3ZrYB3EJbav8c00BYh0BrGiCSJR0waIkFKS3PI8abKwm/d3EqoPYl6iJ1hFSX9OjekAi5NUQiFIsQTSey21PW1+wMoCjhsOqUVe7JyDl0KYgghhBBCfFVJ0QzRL6WlpRSUFuDyuAj7w5hJIxVwOfoXFHUGXGa8iDHFSTz2zKIbe9Zv9a9ghmVZqXLwioKqKuiqil3Vqa1tT41nmLS1RdDQ+uy/1ROnw0a+z42qKrR1BNLjBkIRFEVh+vTpjBxWA0A8FsWm9q+giBBCCCGE+PKQDJfol4kTJ+KsdBJPxomEIhiGgWZTsfcj4IqbCTqSuwOVRCFT9plOCHtVKOzn+q14NEkykcTt0EkkDHTFhopCe2uUQCBGPG6AqZCT46DA17+CGXsbXVVGaXEBNmeqpHwgFMHjcuL0eBk+fDi63UFLMM6GlR+yOtjG1488giFD+l9tUQghhBBCfLFJwCX6xbIsklaScDAMlgm7kzf9CbhaOwtmGE4wXEwsC+wziEmufxsAHf2sUBjsiKIqCr5cB9VVBXhiObR2hKhtbiEaTdLeFsGmalSU5HdpXNwfNYOLGZQ0qW0Npy7ZsigvzqdgUA1ut5t4PE7rjs10tDThcei43QPLpgkhhBBCiC82CbhE1kzTJBqPAhANR8E0ScUsCjZH9uuUOkvCm/EiyrwWOY7MKXfewE7siRBJzUHAW9Gvawy0R9FUhaIiD6V5uVR5yojE4hyqVLMlUsfmjS3YFTsVJfn9Om93HLqKriokTYtcr4cx1YNxVxwCwK5du6jduBogo+mxEEIIIYT4apGAS2StqamJRa8tQnErTDpqEvlHjyXcUkd9ewSb09b3CXbrLAlvxgupzkt22V7UkgpUWgtG9qtgRiyaJB5J4LLrFBS68eip/lYuhx0AtVXHTFq4XHaK8329nSor4WiMppY2TFScDhvb40kKHE2UlJQwZMgQtKVLsekWiqJgs2X/8xFCCCGEEF8eUjRDZK2zJLy2u7+VpiRxe+w4PQ40LftHqbMkfCrgMrpsL2pOBVzNhWP7dX3JeBK7QyevwEndrgAtTWGSyT3nV+IaDt1OaYGvXxUVe7KtrpW1m3awcetO/P4gH63dwoYNG4BUv65Ro0bh1FVKSvpfCVEIIYQQQnw5SIZLZC3d9Hh3xohkjKTZ/wp8e1corM7PDLi0ZJT89s2p/YrG9Ou8Hp+T6sN8mAmDjz7cRdvOONUlJemH3LLApuiMqirr9zV3p7woF01VCMfifLJuK06Xm5ycnPT2SZMmkZubS1nZ/hlPCCGEEEJ88UjAJbIWiURSGS5d45Mln6BE29DtKjh0PD5n1udpjKUCLjVZwGBfZsBV0Loe1TIIu4oIu/uXGdI0cNo1WvxRNFRyvS4cezVjHjmklGGDi9H3U1+s3BwXuqagKQqmaWK32/F49lQ+VFWVYcOG7ZexhBBCCCHEF5MEXCJr0WgUy7KwTAt/SzvxUBBFU/AWuLMOuBJmgoCZqkpY7sxH36dHVVHLGgCaC/uX3YrHkhT4Uo2N/R0xNEWjJN+bsY+iKPst2Oo8n8fpIJ40MUwTXbdlBFxCCCGEEELIGi6RtUgkkioLn0yCaaAoqWl6/SkJ37JXSfiaXEeX7Z0FM5qLsl+/ZVkWteubWf9JA+Fwgg5/FE1VKdkPhTH6Mv2QobjsOrk5LlBVCbiEEEIIIUQGCbhE1qLRKCYmyUQSLAsFJbUuypl9wLX3+q2afdZvucLNeMJNmIpKS8HIrM8ZDsQxDQssC11XCQXjaKgU75PhOhCK872ccuQknHYbKBJwCSGEEEKITDKlUGStvLycqBYlHApjWQamZWEC9n704Opcv9VdhcLO7FZ73lAM3ZX1Of1tETQVioo9hIJxVFRy3E7cTnvW5/g0QtEYKCpOpxNN239TFoUQQgghxBefBFwia5MnT8bZ4uSDf3+AaZgAKKqCbss+yKgNpwIuzSigxGNmbBtIOXjTtAh2RLGpKsUlnt3rt9Qu67cOpFyPixOOmEYiZ9BnNqYQQgghhPhikIBLZM0wDQzLIBaNYSZTa7hsdg1Fyb6nVX2sHYAiWz57H6aYBoWt64H+rd8KB2JgWrjcNrxeBz6fk8lV1bjV7KsmflqaplJYVAh5Uv5dCCGEEEJkkoBLZMUwDCKJCEbSQFVVDNNE09V+FcwA8ButoEKlOz/j9bz2zehGlJgtB7+3IuvzxaJJVAV8uY504JfvzsGmfsaPtvbZTF8UQgghhBBfLBJwiazU19fzrzf+he7VmX7cVIym9bQEEwQiiazPkTATJFQ/ACN9mRUEK3YuAaClcAwo2ddyiUeTKIqCy2UDQFe0zzzY2rSjkYTDoGJYTkbjYyGEEEIIISTgElnpLAmv23Swkmi6hqob/cpw7Yy0A6mS8CPz95SE93VsY3DduwBsqzqmX9eVW+iiKM9JXr6LlpYw7Y1R9MFOhlX0r2nyp7G+toH2aCPeonIJuIQQQgghRAYpCy+yEo1GsbCwO+xgpLJahmH2cVSmdR2p7JaaLCSvswihZTFm3V8A2Fl+GB251f06pzvHwZAheXi9DvwdUVpbIrQFwv06R6dk0uh7p26EIqkqhRJsCSGEEEKIfUmGS2SlM8MVDoX55L11xPztaB47BWVeVDW7ohlbQ6kKhR6lIP1aacNH5LdvIqnaWT/i1F6PN5KpdWN7UxTQtdT4wWAcVVEp8PWvF1Y4GuO9VVuoa+7gqCkjGVyc3/dBu8UTSRJJAxyK9OASQgghhBBdSIZLZCXd9DiepK2pg9a2KG1NIbItUGhYJrXGSgBK7YUAqEaCUeufA2BLzfHEnN0HOpZlEWyIsXlVI5FQPP16IpYk4o8RjSSwLCvV8LgfAZdlWWzZ1cyLiz+hri0CuoMdDW3Z3dBu4WgcFBW7w4Guy+cXQgghhBAikwRcIiudGS7LtDCMJIoKNoeedUn4Je3LiGv1WIaLGbmTAKiq/RfuaAsRRx5bqo/v8VhFUTAToKPRXBfAsiwAgv4YOza3smVzG9FoEtOwsGkaPk92TZM3bG/knZVbSChOXL4CUHRaOoJZHdupczqhZLeEEEIIIUR3JOASWYlEIlhYmIaJmTRRFCXrghkdyQAvt7wFQKzxREYVOHFE2xm2+WUA1o84FbOXsuptjSEUFHRFJxKIEw6mslypCoXgcttS0wlRyfW6sp7iWF1RjqegjAmTp3DCCSeAqtERjJJIJrM6HiAQjgIynVAIIYQQQnRP5kCJrFRUVGA4Ddqa2zAMA01XsDm0rI79R9PrxK04RngIRcYUnHqIMav+jG7EaMutoa780F6P72gNo8RUctwujLBB8y4/7pFFxGNJVEXB5bYRCsTQFKVf67fsTg9z5sxB01L3MXXaNPLMNjQ1+88hmtuDoOkUFBT0vbMQQgghhPjKkQyXyMqUKVMYOWUkRtJIVSfMMsO1LrSZj4NrwVKI1p9GTb5JUdNKyho+wlRUVo09p8++W8mEgaIojKgejF2zEYskCXZE0z243G4blgV23da/ghmang62AEaOHElJ2SDUfgRcX5swguOOO56amprsxxVCCCGEEF8ZkuESWUmaSeKxOOxexwVgs/ee4UpaBs81vQqAJ3I4gdggRvjaGLvmaQC2DTmWoLei13OYpoWRNFE0hRy3i4ryYjbv2EXTLj+JeBKbXcflslEzrIDhEwZjU7J7pOua2wmYMUqUPPLy8vZssHsg3JzVOQBUp5eSokFZ7y+EEEIIIb5aJMMl+pRIJAhFQyQTSXTbniCrr4BrmX8lLYl2vJqHjl2zATgt9M9UoQxnPhuHndzn2EbCQEFBVVV0XaOyvBinzUEiamKZYHdo6LqKpqg4NHvW2amtu1pY9sk6du3atWcsw2BbXQvL19emC3P0yZmb3X5CCCGEEOIrSTJcok/btm1jyTtL8JR4mH7MBJIttWxvDXfpibU3wzL5d9tSAKa6Z/DPhJMx2nYm1qcyXqtHn4WhO/scO5FIFehw2FMVEXVdY8zwIbQGO9i0fSculw3LsnD2UnSjO+FYHBQFt9ud8frS95dhRToYUVmKx+Xo+f4Mk5eWfkJZdZxJU/KlJLwQQgghhOiWvEsUfQoEApiY2J12sAwsVcnIdHVnRWANLYl2PJqL3PhUAH7gegU1adJYPJ6mkglZjZ3cneFy2Gzp1wryvHjcThxuBZszSe22doKtzRjDNYZVlGR13lT/LD0j4NI0jby8PNpiQVo6gr0GXPUtHQTCCYy6eqZq2RUPEUIIIYQQXz0ypVD0ye/3Y1omLo8LjCSGafa6v2lZ/Gt3duvIvEPZ0ZEKaiYomwHYVX5Y1mN3Blx2uy3jdYfdxsTKKuy6RmtLZHfz4+zOaVkWkWj3Ga7CwkJQtFT1wV5sb2wDzUZFRUXWvciEEEIIIcRXj2S4RJ86A672pna2r24CK4GnwIWvwN3t/qtC62mIN+NUHXwtdwr3rdSwkaQyuQOADt+QrMfOK/IwuLCYfFvXtVI7drWwZkMTcSuJR3OS7+v+evYVT+wOGhUVlyuzSXJRUREbVa3XBsimabGzsQ1UJxUVvRf9EEIIIYQQX22S4RK9Mk2TUCiEZVnEo3HaW4O0t0eIRbtvDmxZFq+3LgFgZu5UdJzs8GuMVHagW0kSuouIqyjr8VVVIcflwuXcs0bLNE2272rCoe8ulIGCpmrk5WQXcKWmE6o4HI6MsvCwO8OlarT5w5g9ZPKa2vzEkyZ2p4vi4uKs70UIIYQQQnz1SMAlehUMBjFMA0VTSCaTmEaqiIWtmzVclmWxLLCSnbEGbIqNI/OnsdOvkTQVpto2AeD3DYF+TsHTlMyxIrE4W7bX8cmmnQyvKMGpOcjNcaFp2T3OnQHXvtMJAbxeL3aHE8OC9kC42+N3NLaBamPw4MH96tklhBBCCCG+emRKoehVev1WjotoKIppmuho6HuVhI+ZcT70r2JxxzIa4qkeVofnTsKjuXm/PbXfdMdmSECHr7Jf4zft9GPYVarLS9PruMKRGIoCPo+TiSMrQYHK0oKsz1mc72XWEdPAN7jLNkVRKCgooD7YTlsgTEFuTsZ2y7JSAZdmo7Kyf/cihBBCCCG+eiTgEr1yu90MGTqEsBVm+4btmIYJqpbuwRU2IvyydiFtyQ4AbIqNab5DOLHwSAC2tqUesXHKVmB3hitLlmXR1hwiqiSpLN1TfTAciaIqCr4cF3abzqFja/p1T3abTnF+Cfi6nw44ZcoUbOOG4U62dNlmmCYVpUU0RHXKysr6Na4QQgghhPjqkYBL9KqgoIBRE0axvXk7teu27X5VSWe4Pgmuoy3ZQY7m4dj8w5nmG49L29Nfa2u7hk6SisR2oH8Bl2lYWKYFWqoPV6dwJIaqgM/j6uXoPvTStys3NxfiOjR3Dbh0TWPq5ImQXzXwsYUQQgghxFeGBFyiT3EjTjwaxzQMFFVB1dT0eqmVwQ0AHJk3jSPzD804LhRXqA9qjFW2pgtmhF3ZF5noLAlvs+kZa6U6M1y5nr4bJ3dn4/ZGzBaLimHubtdxAWBzg6JhmcmuZd+dvgGNK4QQQgghvnpkxb/oVWtrK6FoaHexjFTVwM7phFEjxobIVgDG5YzocuwnDal4/gj37oIZ3sp+FcxIJgwUJbPpsWGYhMKpgCvPm11Vwn2t2VrHso9XEwz2XPp9V10dr3+4ibVb6/ZcT9KgoTWAqXsGNK4QQgghhPjqkQyX6FE8Hufll18mmAhy+ImHc+TsSQSbdtAciAOwLrwZwzIothVQYivscvyHdalpe0e4NkOwf9MJARIJEwUFx15Nj/3BMArgdtrxuBz9vqd002ObrefsFhAOh2lsCxALw5iaQQDUt/p5a/km8raHOOmkk/o9thBCCCGE+OqRDJfokd/vx8TE7rSj6RoYSUwFND1zOuG4nBFdpt1FErC6MRXPj7a2AP1reAyQjKemFNr3CrjyfB6+Pm0s0w+p6TrVLwvxhNFj0+O9VVZWoup2OoIROoIRAOqa20HTpfeWEEIIIYTImgRcokeBQCBVEr6zOIWZxDBSf0xaBmvDqamC4zwjuxy7ssFG0lQY5IlRGNkB9D/DlUwYqEpmwQxFUSjJz6G8KK//NwSEo7Eemx7vzeFwUFZeDpqNbfUtWJbFrqYOUHXKy8sHNLYQQgghhPjqkSmFokd+vx/LsnDluFj34Toat9Rid6oUDPaxzdxB1IyRo3kY4hzU5dgP61JZqZOLtqE1JEnoTsLuol7HU1CwsNLfl1Tkkl+Ri8+RuWbKae85UOpLOBYHRel1OmGnqqoqdm2vZVtdC1VlhYSjcVS3m9LS0gGPL4QQQgghvlokwyV6lG567HHhb/Xj7wjT0R7FMi1WhdYDMM4zAnWfqX3RZCrDBXCke3PqXN5KUHp+3NqaQrTtDBMOxtKvqaqCx+XEvrtoRjAUYf3m7exqaB3wPYWjcUDNKuCqqKhAszsIhmOs2rwT1NR0Ql2XzymEEEIIIUR2JOASPeqcUuj0OHeXhbdAAc2msmr3+q1DuqlOuKrRRsJUKHYbVCe2AuD39d63KuSP0t4cIuJPkIgb6dd1ZU82q60jQFNLG9vquvbHylY4Ggclu4BL13UGDRqUmlZY1wLa7u+FEEIIIYTIknxUL7plWVY64NJtOkbSACxUVaHOaMBvBHGodoa7ugZSH+5KZaSmDEqQG6gF+i6YkUyYKKi0N4YxMSks89KwvQPFY6O6ohRVVWkPhFAVlZIC74Dva1RVGYOqR2HPK8tq/+rqasLBDlrqtsv6LSGEEEII0W8ScIlumabJIRMOYVPDJlBINT1WFGwOndWhNQCMdg9DVzMfofhe0wmnlkfx7toJ9F0wIxE3cCgaOhrBjii5hW4CrRF2BJqpqSzDsiw6AiHsKhTnDzzgctptOPNLwZWb1f4VFRUMHjyYtq2f0Biz4/NJ02MhhBBCCJE9CbhEtzRNo2Z4DZRAa0NrKuDa3fR4S2Q7AKM9Q7sct6rJRsxQKHCZTDTXo5kJ4jZPrwUzTMNMNVbWFBRFIRaNEwnGU02P7TqKohAMRzANE7vdRr73UzYe1uz92l1RFAqGjKFAs/W9sxBCCCGEEHuRNVyiR3Ej1eDYSBqpgEgB3abRkmgHoMTetdnxx/WpGH5KeZzSpuUANBWP77VgRiKR6rel6xp5vhw0RaWjJZxqery7YEaHP4SqQmGeF1Xtf/8tSE2TXLFhO+s3byOZTPbvYAm2hBBCCCHEABzUgGv9+vWceuqpFBUV4fP5OOKII/j3v/+dsU9tbS1z5szB7XZTUlLCNddc0+XN8htvvMGUKVNwOBwMHz6chQsXdhnrgQceoLq6GqfTyfTp03nvvfcO5K194bW2ttLU0oRhGFiWhbo7+6TYLPxGEIACPa/Lcds7UgHX8II4pQ3LAagvmdTrWMmEmcpm2WwU5vvQFI1IKJ7R9LgjEEJTFEo+xXTCeMJg9eZdLPto+YCaJgshhBBCCNFfBzXg+sY3vkEymeRf//oXy5YtY+LEiXzjG9+gvr4eAMMwmDNnDvF4nCVLlvD444+zcOFCFixYkD7Hli1bmDNnDscccwzLly/niiuu4IILLuCVV15J7/P0009z1VVXcdNNN/Hhhx8yceJEZs+eTWNj42d+z18Uy5cv563X36J5VzMlFSUc+41DmXZUNUpBqoKgXbHh0VwZxxgm1AdTj9REdQuuWDtJzUFL4Zhex0ruznA5HDYK81IBF7B7SmEq4EoaBpqqdgm4LMtiW10LoUisy3n3lW3TYyGEEEIIIfaXgxZwNTc3s2HDBq677jomTJjAiBEj+N///V/C4TArV64E4NVXX2X16tX86U9/YtKkSZx00kncdtttPPDAA8TjqeluDz30EDU1Ndx9992MGTOGSy+9lG9961vce++96bHuueceLrzwQs477zzGjh3LQw89hNvt5ne/+91BufcvgkgkgomJw+VIvWAZmCa0GX4ACmx5XbJEjSGVpKng0CxGdiwDUtMJzT6m4+UWuJk0eSijh1bidjlwu5xoipoKwnYHXJPHDOPM46ZSlJeTcaw/FOXjjTv4z0fr+7ynzqbHLperz32FEEIIIYTYHw5awFVYWMioUaP4wx/+QCgUIplM8vDDD1NSUsLUqVMBWLp0KePHj6e0tDR93OzZs/H7/axatSq9z6xZszLOPXv2bJYuXQpAPB5n2bJlGfuoqsqsWbPS+4iuEokEWKDbdtdVsUwMy6R19/qtAlvXKn87/ams0SBvkvLG5UDf0wk7OXR7evpgTWUZmqJlTCl02TXsNh1VzXxkHTadYMykPRBOZbB6EYkmyLbpsRBCCCGEEPvDQatSqCgKr732GqeddhperxdVVSkpKeHll18mPz8fgPr6+oxgC0h/3zntsKd9/H4/kUiEtrY2DMPodp+1a9f2eH2xWIxYbM8beL/fP/Cb/QJKJBJYWGi6xuaVm9mycj02l0ZrYTvQfcC1K5AKuGa4tuJua8ZQbTQXjc1qvL0bHBcX5HLEoYcQiyfw2F0Yponb3v2j6nTYKCospLm5mR2N7YwcUtrtfgCh3VMKJeASQgghhBCflf2e4bruuutSxRV6+Vq7di2WZXHJJZdQUlLCW2+9xXvvvcdpp53GKaecQl1d3f6+rH77+c9/Tm5ubvqrsrLyYF/SZ8ayLJLJJBYWuq7T0dpBKBglEorTluwAui+YsdOfepyO4X0AmovGYujOPser397Otq2NRKLx9GtO3YHP5UFRYOmy1bz3yXriia6VBaOxBIMrKkDT2dHQ2us4kWhqSqEEXEIIIYQQ4rOy3zNcP/7xj/nud7/b6z5Dhw7lX//6F88//zxtbW3pZrIPPvggixYt4vHHH+e6666jrKysSzXBhoYGAMrKytL/7Xxt7318Ph8ulwtN09A0rdt9Os/RnZ/85CdcddVV6e/9fv9XJuhKJBJYlgWApmskoqnphTabSmsiFXDld5fh2j2lcEoktX4r2+mEgbYocUxqBmf+PhRFoa0jiGWahCNxbHrXQhcvLv6YmOIE1UZjW4B4Iond1v1j7Q9FQVHJycnpdrsQQgghhBD7234PuIqLiykuLu5zv3A4DNBlTY6qqpimCcCMGTO4/fbbaWxspKSkBIBFixbh8/kYO3Zsep8XX3wx4xyLFi1ixowZANjtdqZOncrrr7/OaaedBoBpmrz++utceumlPV6fw+HA4XBkccdfPp1l9xVVQdVUEvEEALqu7bWGKy/jmFgSmsMqw5SdFEbrMBUt1X+rD8ZeTY87C2TsrbnNj6YpVJR0LdIRTySJJZLgUHF7PIQTYXY2tVMzqPsmy8dOG0OzXk5+Ydf+YUIIIYQQQhwIB61oxowZM8jPz2fevHmsWLGC9evXc80116TLvAOccMIJjB07lnPPPZcVK1bwyiuvcMMNN3DJJZekg6Ef/OAHbN68mfnz57N27VoefPBBnnnmGa688sr0WFdddRWPPPIIjz/+OGvWrOHiiy8mFApx3nnnHZR7/7zTdZ3xE8ZTOSKV0esMuAybQdiMAl3XcNUFNCwUTrWlMpIthaNJ2vqeupeMp0rC23StS6l2y7JoafejqQoVJfldjg3szli53G5qampAtbGjsa3n+3J5KRs06CsbSAshhBBCiM/eQSuaUVRUxMsvv8z111/PscceSyKRYNy4cfz9739n4sSJAGiaxvPPP8/FF1/MjBkz8Hg8zJs3j1tvvTV9npqaGl544QWuvPJK7rvvPioqKnj00UeZPXt2ep+zzjqLpqYmFixYQH19PZMmTeLll1/uUkhDpNjtdkaMHoHakYrHk4kklmUR1kOQBLfqwqlmBi07dxfMmKV/BCY0lEzMaqxkwtjdb8veZVtHIISRNMhx2ynupuGxP7xnimBFRQUb1q/D5ejlkXbIVEIhhBBCCPHZOmgBF8C0adMyGhR3p6qqqsuUwX0dffTRfPTRR73uc+mll/Y6hVBkMq3UtE7TNDGSqWbHQT0IyR4qFPpVfAQZbW4CoLkwu+qEiYSZ0W9rby1tqezWoOK8LlNPAQK7Ay6fz0d+fj7/dfoZqC0bIRHqsu87n2zCkR9h1CF5UjRDCCGEEEJ8Zg7alELx+RWNRmluaSYWiWEaJqqqoigQUIJA1/VbkOrB9TV1NSoWQU8pUVdBVmN1TincN+CyLIvmNj96D9MJoXNKoYbX60VRlFRQ5uwaDMYTSbbsamHtxq1ZXZMQQgghhBD7iwRcooudO3fyxmtvsGnlJnSbzvHfPoZDj64hYo8APffgOkr9GMg+uwVgJE1URcHh6JrhqhpUQkVJPuVFed0e25nh8nr3TDe0HD5aOoKYppV+rak9kJp66PVKdksIIYQQQnymDuqUQvH5FI/H0z24ALBMFEWhNdkOdO3BFYgp+GMKRzk6A64xWY9VWplLcU0BbtWV8bqiKIwYUkKZr+c+XhUl+XgsL7m5qQDQsixefv0N2hu28/XJIxhUnLrOxtYAqHq60qUQQgghhBCfFQm4RBeJRKoqodbZ98oySZpWugfXvhmuXQGNGqWeCqUZU9Fpyx/Rr/Hsmg1d69pjy9NbAQzgkOGVUL6nOIeiKJSUlNDe3MjHG3dQXpSLoig0tvpB1aRIihBCCCGE+MzJlELRRTKZxMJC0zVa6lv413NvsXb5rr0CrryM/Xf61fR0wrb8YRh6/8qu62pmYGVaFo0t7UTD0XQD5m5pXccZN24cusNFWyDC9oZW4okkrf6wZLiEEEIIIcRBIQGX6CKRSGBZFrpNJ+wPE/SHaQ8HSFgJFCBf92Xsv9OvcaTa/+mEhmGyY1MLm7bUZQRW8XiCNRtq+df7q3s8NhKLE05YXQIyp9PJ6DFjQHeyYsOOVHZL1m8JIYQQQoiDRAIu0UXnGi5N14hFYwCEbWEAfLq3S0aq0W8xQ00FR/0JuJJxg7A/TnNrB4qipF+PROOoCrhdjozX97ZuWz1/f/2dbtsBjB49Goc7h2AkwZqt9TjdbsluCSGEEEKIg0ICLtFFIpEAK7WGKx6JAxCypXpbFeiZ67dMC8qCm/AoMSI2LwHv4KzH2dP0OLNCYSwWR1Egx9Xz1MRAKAqqisfj6bLNZrMxbtw40J0Ew1FOOfkkpk6dmvV1CSGEEEIIsb9IwCW6qKmpoWpkFR6fh3gsDhaE9VSGK3+fghnNIZXD+QSAlsIxoGT/SCXiBipdS8JHYnEURcHTS8Dl36vpcXdGjBiBx5eLy5NDxND2VFwUQgghhBDiMyTvQkUXNTU1WPkWESNCIp7AAoJa902P39tp4/u712+1FmU/nRAgmTChm6bH0VhqSmFPGS7LsgiGo2DLyejBtTdVVZk1axYuuw1F79rjSwghhBBCiM+CBFyiW6ZlApCIJQCLoNoZcO3JcBkmrN4WZby6FYDmwtH9GiMRN1JNj7sJuBRFIcfdfcAVjsYxTVA1vdsphZ2kSIYQQgghhDjYZEqh6KKtrY1gMIhlpqoAKoBf2R1w7dX0eFWjztTECgA6vJXEHbndnK1nyYSBgoLTbs94Pbp7DVdPUwoDu6cTejyeHotqCCGEEEII8XkgAZfIYFkWL7/8Mu/96z2SiSQzvzGTQ48fTZCuGa7/bHVwovo+AA2lk/o9lmmYKIqCfZ8M14jqwUwbXYXX7ez2uECo9/VbQgghhBBCfF7IlEKRobMHF6SqFAK0x9sxMNFQydVTa6ZawgrbGuMc4UgVzGgomdTvsapGFVNhL8emahmvlxXlUVPU81TBfJ+b0SOHkVta0e8xhRBCCCGE+CxJwCUyJBIJLCwUVUHVUgnQxmgLAHk2H+ruKoSLax0co36IQ0kSdJcS8pQNaDxHNwUtdK33xGtRnpei6ipwFwxoTCGEEEIIIT4rEnCJDIlEAgBd1zFNkzeefYMPlE/ACYMdpUCqWMbb2+z8XHsP2D2dcABrqXRF6/JaMBQhaCbJsyt4Pd1PKUwd3Ms2IYQQQgghPidkDZfI0DmlUNM14rE4IX+IHcpOAIa7qgH4uN5GLJbkGDVVMKOhdHK/x4mE4mzf1MLWHQ0Zrzc0t/Hx2q2s397Q7XHReIJdzX4S8lmBEEIIIYT4ApCAS2TozHBpukY0FCVhJWi2p6YUDnMPAeCdHTaOUj/GrcSIOAvweyv7PU48miTkj+EPhjJeT5eE76FCYV1TO29+tIF/v/FGv8cUQgghhBDisyYBl8jQuYZLs2nEQjGa7c2YiolPy6HYllozVRfQOLFzOmHJpAFNJ+wsCe+w7duDK4HaS0n4hlY/qDolJSX9HlMIIYQQQojPmszLEhl8Ph/DRw0npIaIRqM02FNT+4a7q1AUBcOEjrDJLPuHwMDKwQMkEyZqNyXho7EYNrXnDFdDawBUG6WlpQMaVwghhBBCiM+SZLhEhvz8fEYdMoryqnLikfiegMtVBUBrROUwZQ25SpiY3Utb3tABjZPOcO0VcCWTBsmkgQLdBlyhSIxwNI6i6RQXFw9oXCGEEEIIIT5LEnCJLkzLBMAf9tNiy1y/1RRS082OG0smgjKwR6i7gKtz/ZbTrqPrXSsYpqYTahQUFKDrkpwVQgghhBCffxJwiQzhcJhAIICRNKiN12IpFl4zhwJbHgCNIZVp6rrUn4sOGfA4iYSJoijY7XsCp0gsjtLb+q2W1PotmU4ohBBCCCG+KCRNIDJ8/PHHrNmwhkEjBxEqCUEQRufWpLe3B5MMU3YB4PcNGdAYlmWBaXXJcOV63UwdO5Qib9eAy7IsGtv8oNol4BJCCCGEEF8YEnCJDOkqhbrG6rrVAAx3V6e3u/116IpJUPMSc+QOaAxFURg5sZwh9kGo6p4kq91mozzfQ4Hb3u1xR08bSyOFFBUVDWhcIYQQQgghPmsScIkMiUQCLIgTZ0vHFmDP+i2A4kgtAM3uigGVg++kKzqa1nWdlk3tfparoijkFpaQWzCwIh1CCCGEEEIcDLKGS2RIJpNYWGwPbcfCItfMRfGnAiPTgiGJ7QCEfP1vdrw3TekabNU1tlLf3EY8kez+ILv3U40phBBCCCHEZ00CLpEhHo9jYbEpsAmA4kgxyUSqamF7RGGMsjW1X/7gAY/hb4uwbWMTOxua069ZlsXGrTt5b+VmYvHMgMuyLN5btYUNOxpJJnsIxoQQQgghhPgckoBLZEgmk1iWxebAZgBKYiXo9lQ2qimoMFpJZbiCuQPPcMUiCYL+CJFILP1aImlgmiaqAm5X5hquQDjKph1NfLhiJcqnmMYohBBCCCHEZ00CLpEhkUgA0J5oB8Br5KDpqcfEbG/CrcSIYifkLhnwGMl4qgeXfe8eXNEYiqLgdtrR9lnH1dQWAFWjsLCw23VfQgghhBBCfF5JwCXSLMti5MiRlFWV0Wa0AeC0nGhqKquU05HKbu2wVQ644TFAMmF22/RY7aEHVzAcA0UjN3dgVRGFEEIIIYQ4WKRKoUhTFIUJEyYQb4gT3xYHwGU5UbVUcFUUTgVcTa5PVzAjmTBQFS0dcBmmSX1TG6qidBtwhaIxUFRycnI+1bhCCCGEEEJ81iTDJTIYlkFHrAMA3dTRVQ1VS2W4BsdTAZf/U1QotCyLRGL3lEKbDcuyWL1hG/5AEKddZ2Rl16bGoUgMFAWPxzPgcYUQQgghhDgYJOASaYZh4Pf7aQvtnk5oOlEUBVVTsUyL4eY2ABKfokKhaVpYppWeUqgoClVlheQ47Rw9dRSFeV2zWKmAS5WASwghhBBCfOHIlEKR1trayiuvvkKD0QBAUX4J40YMRlUVYh0dFCgBkpaKVlQ24DGMpImua+iahqap5Dh0hg8fxCFVJTjsXR9HwzSJxBLgcMmUQiGEEEII8YUjAZdI66xQmCD13xzdi6anqgKqzTsA2KaUo9js3Z8gC3aHztiJlRSrhahYlPmcKArdBlsAmqpyxqzDCeVUYbcPfFwhhBBCCCEOBgm4RFoikcDCIk6qYIZH3zOFz92xO+DSqz71OLqisauhmabmNozRQxhZ1XvGzO50Y8/P/9TjCiGEEEII8VmTNVwiLZFIYFkWMVINiSO7QjTsSBXQyA+lAq5615BPPY6GSlNLB5ZpZpSG7/mALPYRQgghhBDic0gyXCKtM8MVsSIAqBGVqJrKdg2K1QLgz6mg4FOM0VIfoN7fQTgQp8jnZlBxXq/7b9nVTHOkhcoRLsrKBr52TAghhBBCiINBMlwirXMNV8RMBVxOw4Fm09ATYcrMJgDin6JCIUA0nKCtLYSCRXlRLrbda8R6UtfczsatO2lra/tU4wohhBBCCHEwSIZLpHVOKQwZIVDBYTrRbSo5gZ0A7LCK8OW6APNTjGGQiCfxOhwMKSvsc3/pwSWEEKIvhmGkPzQUQoj9wWazoWm9JwayJQGXSCsuLqZyaCXN65oBcFoOVE1F86e+32yWU+geeLAFEI8mMU0Lp13vczohdAZcDgm4hBBCdGFZFvX19bS3tx/sSxFCfAnl5eVRVlaGoiif6jwScIm0IUOGoOar7Ny0EyxwWS40TYGWFgAatWJydgf6lmX1++GzLItYJIGiwKDivD6nE+7dg0sCLiGEEPvqDLZKSkpwu92f+k2REEJA6j1rOBymsbERgPLy8k91Pgm4RAZ/zI9ppbJYnRkuPZQKuPz2InKAloYgbY1Bisq95BZm/z+4ZMJEt2m4bDZG9VEKHiAciQMKmq7jcDgGektCCCG+hAzDSAdbhYV9T1EXQoj+cLlcADQ2NlJSUvKpphdK0QyRFolEaPQ3ggU2y4au6KiaQk40NaUwkZP6H5q/JYxmajTu8LNrSxuWaWV1/mTCwKZplBflMrik775aoWgMFBWPxyOfWgohhMjQuWbL7XYf5CsRQnxZdf778mnXiEqGS6S9/vrrbKzfiM/y4fC5GDtjGJoVoyCRCrjUvEJMwyQeS+LWXNhUGx67A0XNLhgyTQuHXcflsGe1fzgaTwdcQgghRHfkAzkhxIGyv/59kYBLpCWTSRJmAkM1yLF70XVQYgkKSTU/dhfkE40kUBUVp93GIaNqcDntRKwYDfHmXs9tmhbtzSEmjRvMlIrqrK5n6OBiKoaOIukq/rS3JoQQQgghxEEhUwpFWiKRIGEmSCpJPLoXxUwSbW0FwG+5yct1Eg0nUFHJ8bjI8bjQNI0c3Y1N0TGNnisY+lvDhDtibN7cjKpm/9jZnR6ZLiKEEEKIL5SWlhZKSkrYunXrwb6UrNx8882UlpaiKAp/+9vfDvblfCrZ3kM8Hqe6upoPPvjggF+TBFwCSFVjSSaTJIxUhiveGGHHxmaiLamAq0EtQtMULNNC1zRyPHuCoNZ2P9vWNFO/vaPHczfXBVCwGFc9uH/pWc32qe5LCCGE+LKprq7ml7/85cG+jK+E3/72txx99NH4fD4URcm6BcHtt9/OqaeeSnV19QG9vv1hzZo13HLLLTz88MPU1dVx0kkndbufoihdvp566qnP+Gr3H7vdztVXX8211157wMeSgEsAe5oeJ60khmKgR1XCgRhKIBVwtduLACgs8zJj6hgqB+2Z5qfrOsm4SbAj2m2WK+SPEuyIEQ0l8TicWV/T0o838f7y1UQikU95d0IIIYT4sonH4wd8jHA4zIknnsj//M//9OuYxx57jPPPP/8AXtn+s2nTJgBOPfVUysrKeq0M/fvf/566urr012mnnfYZXeWBMXfuXN5++21WrVp1QMeRgEsAuwMuLBJWAkuxcBgOdLuGI5wqCR9xFaX3dWh2tL2mBXo9LtxOJ6qlEOiIdjn3rq3tWKZFrttFaYE3q+sxTJOtdc1s3LxFFkQLIYT4Ujn66KO5/PLLmT9/PgUFBZSVlXHzzTent1uWxc0338yQIUNwOBwMGjSIyy+/PH3stm3buPLKK9NZhk5vv/02Rx55JC6Xi8rKSi6//HJCoVB6e3V1NbfddhvnnHMOHo+HwYMH88ADD2R93e3t7VxwwQUUFxfj8/k49thjWbFiBQDr169HURTWrl2bccy9997LsGHDAGhra2Pu3LkUFxfjcrkYMWIEv//979P7XnvttYwcORK3283QoUO58cYbM6rD3XzzzUyaNIlHH32UmpoanM7Uh7h/+ctfGD9+PC6Xi8LCQmbNmpW+7/fff5/jjz+eoqIicnNz+frXv86HH36Y9T1fccUVXHfddRx++OFZH/Piiy/icDgyjjEMg/PPP5+amhpcLhejRo3ivvvuS29/9dVXcTqdXTJoP/rRjzj22GPT3z/yyCNUVlbidrv5r//6L+655x7y8vJ6vZ5PPvmEY489Nv3zueiiiwgGg0DqZ3rKKacAoKpqn++5OhsBd351/g66E4/HufTSSykvL8fpdFJVVcXPf/7z9PbenqdOf//735kyZQpOp5OhQ4dyyy23kEwm09s3bNjAUUcdhdPpZOzYsSxatKhf15Cfn8/MmTMPeKZOAi4B7Cl3GbdSnxY5TCd2h0bu7mIYlrcAy7KwqzZUJfOxURSF0qI8NEUn0JaZjQp2RAi2R9EVlRkThuN2ZtdPKxyVHlxCCCH6x7IswvHkZ/5lWdm1R9nb448/jsfj4d133+WOO+7g1ltvTb9ZfPbZZ7n33nt5+OGH2bBhA3/7298YP348AH/961+pqKjg1ltvTWcZIJWlOPHEEznjjDP4+OOPefrpp3n77be59NJLM8a98847mThxIh999BHXXXcdP/rRj7q8Se3JmWeeSWNjIy+99BLLli1jypQpHHfccbS2tjJy5EimTZvGE088kXHME088wXe+8x0AbrzxRlavXs1LL73EmjVr+M1vfkNR0Z4PdL1eLwsXLmT16tXcd999PPLII9x7770Z59u4cSPPPvssf/3rX1m+fDl1dXWcc845fO9732PNmjW88cYbnH766enfSSAQYN68ebz99tu88847jBgxgpNPPplAIJDtr6rf3nrrLaZOnZrxmmmaVFRU8Oc//5nVq1ezYMEC/ud//odnnnkGgOOOO468vDyeffbZ9DGGYfD0008zd+5cABYvXswPfvADfvSjH7F8+XKOP/54br/99l6vJRQKMXv2bPLz83n//ff585//zGuvvZZ+Lq6++up00Lv389STSy65hKKiIg477DB+97vf9frs/+pXv+If//gHzzzzDOvWreOJJ57ImGLZ2/PU+XP87//+b370ox+xevVqHn74YRYuXJi+Z9M0Of3007Hb7bz77rs89NBDXaYH9nUNAIcddhhvvfVWr/f9aUmVQgGAzWajZmgNr4ReAcBpOjBVnTKzCVSw5RfS3hwm1NIO5TqV5ZmVA0sK89m6o4FQIEoyYaDbNEzTYvvGVlRFoTjfy7ihg7K+nlBEenAJIYTon0jCYOyCVz7zcVffOhu3vX9vqSZMmMBNN90EwIgRI7j//vt5/fXXOf7446mtraWsrIxZs2Zhs9kYMmQIhx12GAAFBQVomobX66WsrCx9vp///OfMnTuXK664In3OX/3qV3z961/nN7/5TToTMXPmTK677joARo4cyeLFi7n33ns5/vjje73et99+m/fee4/Gxsb0B6F33XUXf/vb3/jLX/7CRRddxNy5c7n//vu57bbbgFTWa9myZfzpT38CoLa2lsmTJzNt2jSALm98b7jhhvSfq6urufrqq3nqqaeYP39++vV4PM4f/vAHiotT70M+/PBDkskkp59+OlVVVQDp4BTIyA5Bak1WXl4eb775Jt/4xjd6veeB2rZtG4MGZb7nsdls3HLLLenva2pqWLp0Kc888wzf/va30TSNs88+myeffDI9FfH111+nvb2dM844A4Bf//rXnHTSSVx99dVA6ve3ZMkSnn/++R6v5cknnyQajfKHP/wh3Wbn/vvv55RTTuEXv/gFpaWl6QzZ3s9Td2699VaOPfZY3G43r776Kj/84Q8JBoPp7Ou+amtrGTFiBEcccQSKoqR/P5Dd83TLLbdw3XXXMW/ePACGDh3Kbbfdxvz587npppt47bXXWLt2La+88kr65/2zn/0sYw1ab9fQadCgQWzbtq3Xe/+0JMMlAPB4PEyaOolNntQ8XqflpCNpo1JpBMDwFhINx0nEkhjdrNNyuxx4c9xoqATaoxiGyc7NrWCCy27nmKmj+xU47R1wCSGEEF82EyZMyPi+vLycxsbU/3PPPPNMIpEIQ4cO5cILL+S5557LmEbVnRUrVrBw4UJycnLSX7Nnz8Y0TbZs2ZLeb8aMGRnHzZgxgzVr1vR5vStWrCAYDFJYWJgxxpYtW9JrgM4++2y2bt3KO++8A6SyW1OmTGH06NEAXHzxxTz11FNMmjSJ+fPns2TJkowxnn76aWbOnElZWRk5OTnccMMN1NbWZuxTVVWVDrYAJk6cyHHHHcf48eM588wzeeSRR2hra0tvb2ho4MILL2TEiBHk5ubi8/kIBoNdzrs/RSKRbqfaPfDAA0ydOpXi4mJycnL47W9/m3Edc+fO5Y033mDXrl1A6uc3Z86cdEC0bt26dODdad/v97VmzRomTpyY8X5q5syZmKbJunXr+nVfN954IzNnzmTy5Mlce+21zJ8/nzvvvLPH/b/73e+yfPlyRo0axeWXX86rr76a3pbN87RixQpuvfXWjO0XXnghdXV1hMNh1qxZQ2VlZUZwu+/z3ds1dHK5XITD4X79LPpLMlwiLWEmCCZSc3qdloNAJEmOklqTFXEWEg23oaLh9bi6Pb60MI/2QAB/WwRFgXjQoMjrY9a0UZQV5vbrWoIScAkhhOgnl01j9a2zD8q4/WWzZVbhVRQF00x9oFlZWcm6det47bXXWLRoET/84Q+58847efPNN7sc1ykYDPL973+/22zDkCFD+n193Z2/vLycN954o8u2vTMkxx57LE8++SSHH344Tz75JBdffHF6v5NOOolt27bx4osvsmjRIo477jguueQS7rrrLpYuXcrcuXO55ZZbmD17Nrm5uTz11FPcfffdGWPt+75A0zQWLVrEkiVLePXVV/n1r3/N9ddfz7vvvktNTQ3z5s2jpaWF++67j6qqKhwOBzNmzDigBTeKiooygj6Ap556iquvvpq7776bGTNm4PV6ufPOO3n33XfT+xx66KEMGzaMp556iosvvpjnnnuOhQsXHrDr/LSmT5/ObbfdRiwW63b5x5QpU9iyZQsvvfQSr732Gt/+9reZNWsWf/nLX7J6noLBILfccgunn356l316WzuW7TV0am1tzQjiDwQJuASQqqhTF6jDtExQUhmuSCg1v7ldyyOJRjyaxK3Zegy4SoryCIajJL0xyvIKKVCiTB5WTnFeTr+vRzJcQggh+ktRlH5P7fu8crlcnHLKKZxyyilccskljB49mk8++YQpU6Zgt9sxDCNj/ylTprB69WqGDx/e63k7s097fz9mzJg+r2fKlCnU19ej63qvpc7nzp3L/PnzOeecc9i8eTNnn312xvbi4mLmzZvHvHnzOPLII7nmmmu46667WLJkCVVVVVx//fXpfbOd5qUoCjNnzmTmzJksWLCAqqoqnnvuOa666ioWL17Mgw8+yMknnwzA9u3baW5uzuq8AzV58uT0NMpOixcv5mtf+xo//OEP0691ZnL2NnfuXJ544gkqKipQVZU5c+akt40aNYr3338/Y/99v9/XmDFjWLhwIaFQKP2eavHixaiqyqhRo/p9b3tbvnw5+fn5va619/l8nHXWWZx11ll861vf4sQTT6S1tTWr52nKlCmsW7eux2d6zJgxbN++nbq6OsrLy4Guz3dv11BQUADAypUrmTx5cj/vvn9kSqEAUmnbf734LwaHB+PW3UycPhQ11A5AwFFINJJEVVQcdht2e/efrtltNkYPq2RE0RBatgcpyHFR6BtY0+JoPAmKQk5O/4M1IYQQ4ots4cKFPPbYY6xcuZLNmzfzpz/9CZfLlV5/Ul1dzX/+8x927tyZDh6uvfZalixZwqWXXsry5cvZsGEDf//737sUzVi8eDF33HEH69ev54EHHuDPf/4zP/rRj/q8plmzZjFjxgxOO+00Xn31VbZu3cqSJUu4/vrrMxrHnn766QQCAS6++GKOOeaYjOleCxYs4O9//zsbN25k1apVPP/88+lgb8SIEdTW1vLUU0+xadMmfvWrX/Hcc8/1eV3vvvsuP/vZz/jggw+ora3lr3/9K01NTRnn/eMf/8iaNWt49913mTt3Li5X9x8cd6e+vp7ly5ezceNGIFXxb/ny5enCDt2ZPXs2q1atyshyjRgxgg8++IBXXnmF9evXc+ONN3YbLM2dO5cPP/yQ22+/nW9961sZwcxll13Giy++yD333MOGDRt4+OGHeemll3pdsjF37lycTifz5s1j5cqV/Pvf/+ayyy7j3HPPpbS0NOufwz//+U8effRRVq5cycaNG/nNb37Dz372My677LIej7nnnnv4v//7P9auXcv69ev585//TFlZGXl5eVk9TwsWLOAPf/gDt9xyC6tWrWLNmjU89dRT6bV+s2bNYuTIkcybN48VK1bw1ltvZQTsfV1Dp7feeosTTjgh65/FQEjAJYBUFZ+4ESeqRcmxeUG1yNldoTDhKSIWTqCiktNDdmtv0VCChuY21m/dSTAcG9D1HDttNGf812ldFp0KIYQQX3Z5eXk88sgjzJw5kwkTJvDaa6/xz3/+k8LCQiBVvGDr1q0MGzYsPRVqwoQJvPnmm6xfv54jjzySyZMns2DBgi7/H/3xj3/MBx98wOTJk/npT3/KPffcw+zZfU/DVBSFF198kaOOOorzzjuPkSNHcvbZZ7Nt27aMN+5er5dTTjmFFStWpKvrdbLb7fzkJz9hwoQJHHXUUWiali7H/c1vfpMrr7ySSy+9lEmTJrFkyRJuvPHGPq/L5/Pxn//8h5NPPpmRI0dyww03cPfdd6cLJzz22GO0tbUxZcoUzj33XC6//HJKSkr6PG+nhx56iMmTJ3PhhRcCcNRRRzF58mT+8Y9/9HjM+PHjmTJlSroCIcD3v/99Tj/9dM466yymT59OS0tLRrar0/DhwznssMP4+OOPu/z8Zs6cyUMPPcQ999zDxIkTefnll7nyyit7nV7ndrt55ZVXaG1t5dBDD+Vb3/oWxx13HPfff3/WPwNITYF94IEHmDFjBpMmTeLhhx/mnnvuSRd+6Y7X6+WOO+5g2rRpHHrooWzdupUXX3wxXX6+r+dp9uzZPP/887z66qsceuihHH744dx7773pDx5UVeW5554jEolw2GGHccEFF3Sp2tjbNQAsXbqUjo4OvvWtb/Xr59FfijWQWqZfQX6/n9zcXDo6OvD5fAf7cva7Z599lk0tm/ir+ldKC8s5xflt3Iuf5jv6v9kw9GTeth1BtD3B8MrBVFf0XMXGsiyWr95ENBJhdFUZh42rGdgFKSqUTQCpUCiEEKIb0WiULVu2ZPRjEr2rrq7miiuuSFcyFAfOCy+8wDXXXMPKlSvTb+4PhAsvvJC1a9ce8LLmX1ZnnXUWEydO7LGxdW//zvQnNvhyTHQWn0osFiMWi5EwEkRsEYzWBDti7RynNAGppsc2VUN36/hyep8i2NLmJxAMk+O0MX7Y4IFflD1Hgi0hhBBCfCHNmTOHDRs2sHPnTiorK/fbee+66y6OP/54PB4PL730Eo8//jgPPvjgfjv/V0k8Hmf8+PFceeWVB3wsCbgEgUAAE5OknsRUTfSITiiYYMjukvARVyFFBV5qXBVdmh7vq66pFZumMqqqFJfTPqDreXflZkKWg0Mme/uV9hdCCCHEwDzxxBN8//vf73ZbVVUVq1at+oyv6MA70Pd8IDKJ7733HnfccQeBQIChQ4fyq1/9igsuuGC/j/NVYLfbM3q/HUgScIlUwGWZxLTUeiuH6aQ9oTNIaQEg4i7Ertr6DLYsy8IfDKOrUFGSP6BrsSyLXU3tRHEwTma7CiGEEPvN1q1be9z2zW9+k+nTp3e7radS9F90X8R73ntdmPjikIBLEAgEsCyLsB4GC5ymg2g0gU0zaFYK2NqgMGl43320orE4yUQSl9NGvndg5dw7ghGi8SSax0tRUdGAziGEEEKI/vF6vXi93oN9GZ+pr+I9i4NDqhQKiouLqRhaQZueKl9qNxw4zBARnLyhHUm03aB+V3tW56osK6KitABNG9ijVd/SAapOSUkJmtb/RpJCCCGEEEJ8nkiGS1BeXk7MHaN+Zz0kwJZ04FU6+A+HEVZ9eN0eqgb33avB5XQwbVwNhZ7s1m5ZFmyrb6a8MBfH7t5e9S1+0PR+9YYQQgghhBDi80oyXAKAmBEjEA8AoBtOCtQoreRjs9kZP6oaXc8u2+Sw9f5ImebudVmag3e3BFi6spaVm3ft3mbS1OYHVaesrOfS80IIIYQQQnxRSMD1FZdMJmlqbiIcDRNMBgFQky6cignA+JJU5qovpmkSDEWw99Jrwh+K8MLij2mJ6VA8iurhI0F3snF7I8FwlOb2IEkTHE5XRgdwIYQQQgghvqgk4PqKa21t5ZVXXmHZf5Zhkco+vRYej0NJApBbkF3himA4yocrN/DS4o973Gf15l0EYxYfbWoAVaOsrIyyQYMwFRsrNuxAURTKysoYPHgwivTgEkIIIYQQXwIScH3FdZaEZ3fzbKfmodgK4iOMmwjJwlFdjrEsi2TSyHjNHwyjqpCb4+pxrKb2IGg6o0ePTr82adIk0B3U1reiqgrHfP2oHku0CiGEEEJ8Eaxbt46ysjICgcDBvpQ+WZbFRRddREFBAYqisHz58oN9SQO2devWrO+hubmZkpISduzYccCvSwKurzi/34+JiWFLBVC65eFwdSWH8REjPEGS7q6NhzfV1rFk2SraOoLp1wLBMKqiUJSX0+04sXiCYDgKikZxcXH69fz8fKprakB3sHz9dix798cLIYQQIqW6uppf/vKXB/syvvRaW1u57LLLGDVqFC6XiyFDhnD55ZfT0dHR57E/+clPuOyyy74QZedffvllFi5cyPPPP09dXR2HHHJIl306A5l9v955552DcMX7R1FREf/93//NTTfddMDHkoDrK64zwxXSQgDYIgoztXUMZxslVSO6PaaxuR1NVVixZhPW7ubE/mAYTVEozO0+YGruCIKi4fX5cDgy14RNmDABNDuN7RFa2tr3380JIYQQ4ksrHo8f0PPv2rWLXbt2cdddd7Fy5UoWLlzIyy+/zPnnn9/rcbW1tTz//PN897vfPaDXt79s2rSJ8vJyvva1r1FWVoau91zE/LXXXqOuri79NXXq1M/wSve/8847jyeeeILW1tYDOo4EXF9xnQHXh+0fAlASKWSQknrogoO+1u0x0yaMxG3XURWFljY/8USSaDSGqigU5nbf8Li5PQiq1m0zY4/Hw+gxY8DmoqmpaT/dmRBCCPH5dPTRR3P55Zczf/58CgoKKCsr4+abb05vtyyLm2++mSFDhuBwOBg0aBCXX355+tht27Zx5ZVXprMMnd5++22OPPJIXC4XlZWVXH755YRCofT26upqbrvtNs455xw8Hg+DBw/mgQceyPq629vbueCCCyguLsbn83HssceyYsUKANavX4+iKKxduzbjmHvvvZdhw4YB0NbWxty5cykuLsblcjFixAh+//vfp/e99tprGTlyJG63m6FDh3LjjTeSSCTS22+++WYmTZrEo48+Sk1NDU5naj3EX/7yF8aPH4/L5aKwsJBZs2al7/v999/n+OOPp6ioiNzcXL7+9a/z4YcfZnW/hxxyCM8++yynnHIKw4YN49hjj+X222/nn//8J8lkssfjnnnmGSZOnMjgwYPTr7W0tHDOOecwePBg3G4348eP5//+7//S23/7298yaNAgTNPMONepp57K9773vfT3P/3pTykpKcHr9XLBBRdw3XXXpZZn9OLNN9/ksMMOw+FwUF5eznXXXZe+/u9+97tcdtll1NbWoigK1dXVvZ6rsLAwtQZ/95fNZutx375+39u3b+fb3/42eXl5FBQUcOqpp7J169aMczz66KOMGTMGp9PJ6NGjefDBBzO2v/fee0yePBmn08m0adP46KOP+nUN48aNY9CgQTz33HO93venJQHXV5hlWQSDQYLxIGtDa1EtlUM6ygkqHmrd44h5BnV7nMdpZ1R1GXZNZcuO+tT6LUXBl+PEbuv+U5HeAi5IreU65thjGTGi+6yaEEII0SfLgnjos//aPdujPx5//HE8Hg/vvvsud9xxB7feeiuLFi0C4Nlnn+Xee+/l4YcfZsOGDfztb39j/PjxAPz1r3+loqKCW2+9NZ1lgFSW4sQTT+SMM87g448/5umnn+btt9/m0ksvzRj3zjvvZOLEiXz00Udcd911/OhHP0qP25czzzyTxsZGXnrpJZYtW8aUKVM47rjjaG1tZeTIkUybNo0nnngi45gnnniC73znOwDceOONrF69mpdeeok1a9bwm9/8JuN9gdfrZeHChaxevZr77ruPRx55hHvvvTfjfBs3buTZZ5/lr3/9K8uXL6euro5zzjmH733ve6xZs4Y33niD008/PT0DJxAIMG/ePN5++23eeecdRowYwcknnzzgtVUdHR34fL5es0BvvfUW06ZNy3gtGo0ydepUXnjhBVauXMlFF13Eueeey3vvvZf+2ba0tPDvf/87fUxraysvv/wyc+fOTf8sb7/9dn7xi1+wbNkyhgwZwm9+85ter3fnzp2cfPLJHHrooaxYsYLf/OY3PPbYY/z0pz8F4L777uPWW2+loqKCuro63n///V7P981vfpOSkhKOOOII/vGPf/S6b2+/70QiwezZs/F6vbz11lssXryYnJwcTjzxxHTm8oknnmDBggXcfvvtrFmzhp/97GfceOONPP744wAEg0G+8Y1vMHbsWJYtW8bNN9/M1VdfnfU1dDrssMN46623er2XT0saH3+FhcNhkkaS+kg9MW+M6tgwSswEG6lhi1rIdMuCfaoFmqaJ3a4xprqcDbUN+MMxNm/bhaoqFPUwnRDAYdOxOfQeA67OCoVCCCHEgCXC8LPuPyw8oP5nF9i7n+HRkwkTJqTXjowYMYL777+f119/neOPP57a2lrKysqYNWsWNpuNIUOGcNhhhwFQUFCApml4vd6M/2/+/Oc/Z+7cuVxxxRXpc/7qV7/i61//Or/5zW/S2aCZM2dy3XXXATBy5EgWL17Mvffey/HHH9/r9b799tu89957NDY2ppcG3HXXXfztb3/jL3/5CxdddBFz587l/vvv57bbbgNSWa9ly5bxpz/9CUhNtZs8eXI6GNk3m3LDDTek/1xdXc3VV1/NU089xfz589Ovx+Nx/vCHP6TXg3/44Yckk0lOP/10qqqqANLBKcCxxx6bMcZvf/tb8vLyePPNN/nGN77R6z3vq7m5mdtuu42LLrqo1/22bdvWJeAaPHhwRjBw2WWX8corr/DMM89w2GGHkZ+fz0knncSTTz7JcccdB6Qyd0VFRRxzzDEA/PrXv+b888/nvPPOA2DBggW8+uqrBINBevLggw9SWVnJ/fffj6IojB49ml27dnHttdeyYMECcnNz8Xq9aJrW6/uwnJwc7r77bmbOnImqqjz77LOcdtpp/O1vf+Ob3/xmt8f09vt++umnMU2TRx99NJ2l/f3vf09eXh5vvPEGJ5xwAjfddBN33303p59+OgA1NTWsXr2ahx9+mHnz5vHkk09imiaPPfYYTqeTcePGsWPHDi6++OKsrqHToEGDumTG9rcDluG6/fbb+drXvobb7e6xp1JtbS1z5szB7XZTUlLCNddc0yVF+8YbbzBlyhQcDgfDhw9n4cKFXc7zwAMPUF1djdPpZPr06elPCzpFo1EuueQSCgsLycnJ4YwzzqChoWF/3eoXlq7rVI6u5BPtE1BghH8EThJoGNh9xWjd9NTauqOBN95byeadTYyuLsemq4SjMcYNHcyQssIexzpi6jjO+NaZ5ObmHshbEkIIIb4QJkyYkPF9eXk5jY2NQCrbEYlEGDp0KBdeeCHPPfdcr1PYAFasWMHChQvJyclJf82ePRvTNNmyZUt6vxkzZmQcN2PGDNasWdPn9a5YsYJgMJh+L9X5tWXLFjZt2gTA2WefzdatW9OFFJ544gmmTJmSrk588cUX89RTTzFp0iTmz5/PkiVLMsZ4+umnmTlzJmVlZeTk5HDDDTdQW1ubsU9VVVVG8a2JEydy3HHHMX78eM4880weeeQR2tra0tsbGhq48MILGTFiBLm5ufh8PoLBYJfz9sXv9zNnzhzGjh2bMf2zO5FIJB3gdjIMg9tuu43x48dTUFBATk4Or7zySsZ1zJ07l2effZZYLAakfn5nn3026u73Y+vWrUsH3p32/X5fa9asYcaMGRlTT2fOnEkwGOxXdb6ioiKuuuoqpk+fzqGHHsr//u//8v/+3//jzjvv7PGY3n7fK1asYOPGjXi93vSzVFBQQDQaZdOmTYRCITZt2sT555+f8bz99Kc/TT9va9asYcKECRk/632f776eOQCXy0U4HM76ZzEQByzDFY/HOfPMM5kxYwaPPfZYl+2GYTBnzhzKyspYsmQJdXV1/Pd//zc2m42f/exnAGzZsoU5c+bwgx/8gCeeeILXX3+dCy64gPLycmbPng2k/nJeddVVPPTQQ0yfPp1f/vKXzJ49m3Xr1lFSkqqwd+WVV/LCCy/w5z//mdzcXC699FJOP/10Fi9efKBu/wvB4XCwJLGEWk8tY/LHUL5Nw0AFRcGV230mKhSOYiQNNE1lWEUx67bVY7PZGF5ZQn6Os9tjALC5pbeWEEKIA8vmTmWbDsa4/T1kn7UviqKk1+9UVlaybt06XnvtNRYtWsQPf/hD7rzzTt58880e18wEg0G+//3vp9d67W3IkCH9vr7uzl9eXs4bb7zRZVvnB+tlZWUce+yxPPnkkxx++OE8+eSTGdmGk046iW3btvHiiy+yaNEijjvuOC655BLuuusuli5dyty5c7nllluYPXs2ubm5PPXUU9x9990ZY3k8mZlETdNYtGgRS5Ys4dVXX+XXv/41119/Pe+++y41NTXMmzePlpYW7rvvPqqqqnA4HMyYMaNfBTcCgQAnnngiXq+X5557rtd1S5AKTvYO+iA1lfO+++7jl7/8JePHj8fj8XDFFVdkXMcpp5yCZVm88MILHHroobz11ltdplR+nkyfPr3X6ai9/b6DwSBTp07tMgUVoLi4OJ21e+SRR7q0C9I0Letr7O0aOrW2tmYE8QfCAQu4brnlFoBuM1IAr776KqtXr+a1116jtLSUSZMmcdttt3Httddy8803Y7fbeeihh6ipqUn/ZRszZgxvv/029957bzrguueee7jwwgvT6dWHHnqIF154gd/97ndcd911dHR08Nhjj/Hkk0+m08q///3vGTNmDO+88w6HH374gfoRfO6FE2H+sSk1//brRV9HNdeQRMe0u3C7u++nFYpEUVTIy3Fj03VmHTYG3WbH4+j5UUokDWxS7l0IIcSBpij9ntr3eeVyuTjllFM45ZRTuOSSSxg9ejSffPIJU6ZMwW63YxiZ/TCnTJnC6tWrGT58eK/n3beM9zvvvMOYMWP6vJ4pU6ZQX1+Pruu9FlaYO3cu8+fP55xzzmHz5s2cffbZGduLi4uZN28e8+bN48gjj+Saa67hrrvuYsmSJVRVVXH99den9922bVuf1wWpYHXmzJnMnDmTBQsWUFVVxXPPPcdVV13F4sWLefDBBzn55JOBVKGG5ubmrM4LqczW7NmzcTgc/OMf/+iSuerO5MmTWb16dcZrixcv5tRTT+X//b//B6SWaKxfv56xY8em93E6nZx++uk88cQTbNy4kVGjRjFlypT09lGjRvH+++/z3//93+nX+lpzNWbMGJ599lksy0p/8L148WK8Xi8VFRV9/wB6sXz5csrLy3vdp6ff95QpU3j66acpKSnB5/N1OS43N5dBgwaxefPm9Bq27u7tj3/8I9FoNP176a5MfU/X0GnlypUcffTR/bjz/jtoa7iWLl3K+PHjKS0tTb82e/ZsLr74YlatWsXkyZNZunQps2bNyjhu9uzZ6fnJ8XicZcuW8ZOf/CS9XVVVZs2axdKlSwFYtmwZiUQi4zyjR49myJAhLF269AsZcL33yWss+/hdgv5oj/uUDykkZ3fQVF/XQqAj0mWfxkQHNoeNIlcexdvimLTTSh648/G4u/6DkkwaxGJx3HY93eA4N6fvT/VeXroS076No44+lvz8/CzvUgghhPhqWrhwIYZhMH36dNxuN3/6059wuVzpNUrV1dX85z//4eyzz8bhcFBUVMS1117L4YcfzqWXXsoFF1yAx+Nh9erVLFq0iPvvvz997sWLF3PHHXdw2mmnsWjRIv785z/zwgsv9HlNs2bNYsaMGZx22mnccccdjBw5kl27dvHCCy/wX//1X+k1MqeffjoXX3wxF198MccccwyDBu1ZU7dgwQKmTp3KuHHjiMViPP/88+lgb8SIEdTW1vLUU09x6KGH8sILL2RVOe7dd9/l9ddf54QTTqCkpIR3332XpqamjPP+8Y9/ZNq0afj9fq655hpcru4/VN6X3+/nhBNOIBwO86c//Qm/34/f7wdSb+J7yrTMnj2bCy64AMMw0vuMGDGCv/zlLyxZsoT8/HzuueceGhoaMgIuSAWs3/jGN1i1alU6OOt02WWXceGFFzJt2jS+9rWv8fTTT/Pxxx8zdOjQHu/hhz/8Ib/85S+57LLLuPTSS1m3bh033XQTV111VXqqYjYef/xx7HY7kydPBlLFW373u9/x6KOP9nhMb7/vuXPncuedd3Lqqaemi3Zs27aNv/71r8yfP5+KigpuueUWLr/8cnJzcznxxBOJxWJ88MEHtLW1cdVVV/Gd73yH66+/ngsvvJCf/OQnbN26NSOQ6usaIFXPYNmyZenZdQfKQQu46uvrM4ItIP19fX19r/v4/X4ikQhtbW0YhtHtPp1lSevr67Hb7V3WkZWWlqbH6U4sFkvPoQXSf8E+D/7wzk8JddRQFul5ceM/1b/S5kylsyc1T6Ii3PVTDB0PM5hBseNdvh2+GQv4E6cTsXvxuLoGXOFIFEVRcDvtPVYj3Fe0s+GxYe8yDUAIIYQQXeXl5fG///u/XHXVVRiGwfjx4/nnP/9JYWFqrfStt97K97//fYYNG0YsFsOyLCZMmMCbb77J9ddfz5FHHollWQwbNoyzzjor49w//vGP+eCDD7jlllvw+Xzcc8896VlDvVEUhRdffJHrr7+e8847j6amJsrKyjjqqKMy3od5vV5OOeUUnnnmGX73u99lnMNut6ffGLtcLo488kieeuopIFX97sorr+TSSy8lFosxZ84cbrzxxj7XS/l8Pv7zn//wy1/+Er/fT1VVFXfffTcnnXQSAI899hgXXXQRU6ZMobKykp/97GddKtn15MMPP+Tdd98F6JI53LJlS4+ZvpNOOgld13nttdfSP9sbbriBzZs3M3v2bNxuNxdddBGnnXZalybKxx57LAUFBaxbty5d3bHT3Llz2bx5M1dffTXRaJRvf/vbfPe73+1Su2BvgwcP5sUXX+Saa65h4sSJFBQUcP7552cUKMnWbbfdxrZt29B1ndGjR/P000/zrW99q8f9e/t9u91u/vOf/3Dttddy+umnEwgEGDx4MMcdd1w643XBBRfgdru58847ueaaa/B4PIwfPz6deMnJyeGf//wnP/jBD5g8eTJjx47lF7/4BWeccUZW1wDw97//nSFDhnDkkUf2++fRH4plZV/L9LrrruMXv/hFr/usWbMmvTgSUp/SXHHFFbS3t2fsd9FFF7Ft2zZeeeWV9GvhcBiPx8OLL77ISSedxMiRIznvvPMyMlgvvvgic+bMIRwO09bWxuDBg1myZEnGIrn58+fz5ptv8u677/Lkk09y3nnnZQRPkFpkeMwxx/R4PzfffHN6WuTeOsuBHkw/+d03aWzLpSBa2uM+6/PfJWpPBVyDOiZQFO1atUmzNJJKguOTHzOaHdRTzBvqUeQVlnL04RO7fPJR19jCpq07qS4v4Jipo7ucrzs7Gtt4a8UmfEWDmDNnTj/uUgghhOhZNBply5YtGf2YRO+qq6u54oor0m9YxYHzwAMP8I9//CPjfe6BcPzxx1NWVsYf//jHAzrOl9Xhhx/O5Zdf3iW47dTbvzN+v5/c3NysYoN+Zbh+/OMf99k1u7e05t7Kysq6ROSdlQM7y1KWlZV1qSbY0NCAz+fD5XKhaRqapnW7z97niMfjtLe3Z2S59t6nOz/5yU+46qqr0t/7/X4qKyuzurcD7eff673vQbYSiQSWYrGxYyMBy2Tp06+R7Ahit9m6TTOHwlFURSHXk10qHqC5PQBKz/23hBBCCCG+bL7//e/T3t5OIBDA6/Xul3OGw2EeeughZs+ejaZp/N///V+6sIrov+bmZk4//XTOOeecAz5Wv8rCFxcXM3r06F6/7HZ7VueaMWMGn3zySboEKsCiRYvw+Xzp+awzZszg9ddfzzhu0aJF6WyW3W5n6tSpGfuYpsnrr7+e3mfq1KnYbLaMfdatW0dtbW2X0pF7czgc+Hy+jK8vG5vNhl2347V7URSFQTWD0DUNfyBEcp/FuABul5PSwlyK8rIvgJFqeNxz/y0hhBBCHHxPPPFERvntvb/GjRt3sC/vgDiQ96zrOtdff/1+C7Zgz7TOo446iqlTp/LPf/6TZ599tku9A5GdoqIi5s+f/5lU0T5ga7hqa2tpbW2ltrYWwzBYvnw5kJoDm5OTwwknnMDYsWM599xzueOOO6ivr+eGG27gkksuSTfU+8EPfsD999/P/Pnz+d73vse//vUvnnnmmYzFnVdddRXz5s1j2rRpHHbYYfzyl78kFAqlqxbm5uZy/vnnc9VVV1FQUIDP5+Oyyy5jxowZX8iCGQeCT/Oxbus6Bg8fzPa124kl4tQ1tFA5qCRjv0GlhQwpqMShZxenJ5IGrf4Q6B4JuIQQQoiDbOvWrT1u++Y3v9ml/Hanvsqgf1F90e7Z5XLx2muvHezLEANwwAKuBQsW8Pjjj6e/76xq8u9//5ujjz4aTdN4/vnnufjii5kxYwYej4d58+Zx6623po+pqanhhRde4Morr+S+++6joqKCRx99NGNx51lnnUVTUxMLFiygvr6eSZMm8fLLL2cs4Lz33ntRVZUzzjiDWCzG7NmzefDBBw/UrX+hWJbFW/96i/rWetw+N263m0B7nC3b66koL86I+hXIOtgC+GTjDgxLw+X2fCkzhEIIIcSXhdfr3a/ZmC+Cr+I9i4OjX0Uzvsr6szDui2blypV8uPxDokaURChBOBjEpmvMmDKGgrzUvSaTBg5dYWhJ9veetPlYsmYn48aNS1dWEkIIIfYHKZohhDjQ9lfRjH6t4RJfTsOHD0dXdVRFxeP2kJOTQzKZZHtdU3qfhuY23nx/JUs/2dTruRLJJJZlgbsIvXgYRx11lARbQgghhBDiK0sCLoHT6aSwsBCn5sRut1NYVIzdZsPjctKZAO2sUOh29FwUpba+hX++tYKVOwKQ9/mo6CiEEEIIIcTBdNAaH4vPlyOOOIKlS5cybNgwSkpKcCXaCbfv+v/t3XtUVNUeB/DvoMwwvIMBhxFBMHwDykMk83GTBDSldJkiXSkVy1A0S9FMUezhlQy9XiNvZbgMH5lipqUXUgwFUVE0g0iIRyVIYrxFEH73Dy/ndgSGsRzGwd9nrVnL2XufM7+z5+dZe3PO2YPSinoQgNqb/1sS3qz1kvD1DY04l12In8sqgO5y/Fxei34NDRqvWMkYY4wxxlhXxRMuBgAwMTERLyvaaADTujIoLY2Qd/V3VFbXwljaHZamxkKThsbb+LH4GnKLStHQbACJzAwDBw3C4MGD2/wdL8YYY4wxxh42PCpmbTOUo77JANfKbuC7nHxIIIGBBDAzufPA4NXfKnDw2yx899M1NEiMYKFQYpy/P9zc3HiyxRhjjLGHWm5uLpRKJaqrq3UdSoeICHPnzoWVlRUkEonwU076qLCwUONjuH79OmxtbfHLL79oPS4eGbM21dbW4sjZKziXUwRzYxmMpAawMJWj2/8mU4/Y2KGpuwnMFUo89vhIBAYGwsrKSsdRM8YYY11f7969sXHjRl2H8VAhIgQGBkIikeDAgQMdtl++fDkWLFigF8vOHzlyBPHx8Th06BBKSkowePDgVm1aJjJ3v06fPq2DiO8PhUKBmTNnIioqSuufxbcUsjYZGxvD3NIK12prIUEz3Pr0hFJhcafSxBZyi57wD1TCwsKiU36hmzHGGGPsjxo68XnxjRs3ajzeKS4uxqFDh7B582YtR3V/5Ofnw87ODo899liHbZOTkzFo0CDhvb6vRP3CCy/A09MTMTExWr1wwFe4WJskEglGjBgBY3NL1DY0o7yqFueyi1Bc2QxY9AQAWFpa8mSLMcYYu0djxoxBREQEli5dCisrKyiVSqxevVqoJyKsXr0aDg4OkMlkUKlUiIiIELYtKirCK6+8IlxlaHHy5EmMHDkScrkcvXr1QkREBGpra4X63r17Y+3atQgODoaJiQl69uyJLVu2aBx3RUUF5syZAxsbG5ibm+OJJ57AxYsXAQA//vgjJBIJfvjhB9E2sbGx6NOnDwDg999/R0hICGxsbCCXy+Hi4oJPPvlEaBsZGYm+ffvC2NgYzs7OWLlyJRobG4X61atXY8iQIfjoo49Ev4v0+eefw9XVFXK5HNbW1vDz8xOO++zZs3jyySehUChgYWGB0aNH4/z58xofMwBkZWVhw4YN2LZtm0btP/vsM7i7u6Nnz55CWXl5OYKDg9GzZ08YGxvD1dUVu3btEur//e9/Q6VSobm5WbSvoKAgzJo1S3j/5ptvwtbWFmZmZpgzZw6WLVuGIUOGqI3nxIkTGDZsGGQyGezs7LBs2TLcvn0bAPD8889jwYIFKC4uhkQiQe/evdXuy9raGkqlUngZGhq227aj7/vnn3/Gs88+C0tLS1hZWSEoKAiFhYWifXz00UcYMGAAjIyM0L9/f7z//vui+jNnzmDo0KEwMjKCl5cXLly4cE8xDBo0CCqVComJiWqP+6/iCRdrl0wmw8iRI2EgM0FpeQ0qb97GhR9/QVNTk65DY4wxxlohItQ11nX6q+UnVO7F9u3bYWJigoyMDKxfvx7R0dFISkoCAOzbtw+xsbHYunUrrly5ggMHDsDV1RUAsH//ftjb2yM6OholJSUoKSkBcOcqRUBAAKZMmYJLly5hz549OHnyJObPny/63JiYGLi7u+PChQtYtmwZFi5cKHxuR6ZOnYqysjJ8/fXXyMzMhIeHB8aOHYsbN26gb9++8PLyQkJCgmibhIQEzJgxAwCwcuVKZGdn4+uvv0ZOTg7i4uKgUCiEtmZmZoiPj0d2djY2bdqEDz/8ELGxsaL95eXlYd++fdi/fz+ysrJQUlKC4OBgzJo1Czk5OUhJScHkyZOF76S6uhqhoaE4efIkTp8+DRcXF4wfP17jZ6vq6uowY8YMbNmyBUqlUqNtUlNT4eXlJSqrr6+Hp6cnDh8+jMuXL2Pu3Ln4+9//jjNnzgh9W15ejuPHjwvb3LhxA0eOHEFISIjQl2+99Rb+8Y9/IDMzEw4ODoiLi1Mby6+//orx48fD29sbFy9eRFxcHD7++GO8+eabAIBNmzYhOjoa9vb2KCkpwdmzZ9Xub9KkSbC1tcXjjz+OgwcPqm2r7vtubGyEv78/zMzMkJqailOnTsHU1BQBAQFoaGgQjnfVqlV46623kJOTg7fffhsrV67E9u3bAQA1NTV46qmnMHDgQGRmZmL16tV47bXXNI6hxbBhw5Camqr2WP4yYhqprKwkAFRZWanrUDpdfn4+7UxIoAMHDlBVVZWuw2GMMcbo5s2blJ2dTTdv3hTKahtqaXD84E5/1TbU3lPso0ePpscff1xU5u3tTZGRkUREtGHDBurbty81NDS0ub2joyPFxsaKymbPnk1z584VlaWmppKBgYHQR46OjhQQECBqM23aNAoMDOww5tTUVDI3N6f6+npReZ8+fWjr1q1ERBQbG0t9+vQR6nJzcwkA5eTkEBHRxIkT6YUXXujws1rExMSQp6en8D4qKooMDQ2prKxMKMvMzCQAVFhYqNE+m5qayMzMjL788kuN2s+dO5dmz54tvAdAiYmJardxd3en6OjoDvc9YcIEevXVV4X3QUFBNGvWLOH91q1bSaVSUVNTExER+fj4UHh4uGgfI0aMIHd393Y/4/XXX6d+/fpRc3OzULZlyxYyNTUV9hsbG0uOjo5qY/3tt99ow4YNdPr0aTpz5gxFRkaSRCKhL774ot1t1H3fO3bsaBXXrVu3SC6X09GjR4noTm7t3LlTtN3atWvJ19eXiO70j7W1tegcEBcXRwDowoULHcbQ4pVXXqExY8a0WdfWeabFvcwN+AoX65CzszMCx49HYGCgXjz8yRhjjD3o3NzcRO/t7OxQVlYG4M7Vjps3b8LZ2RlhYWFITEwUbgFrz8WLFxEfHw9TU1Ph5e/vj+bmZhQUFAjtfH19Rdv5+voiJyenw3gvXryImpoaWFtbiz6joKAA+fn5AIDp06ejsLBQWEghISEBHh4e6N+/PwBg3rx52L17N4YMGYKlS5ciLS1N9Bl79uzBiBEjoFQqYWpqijfeeAPFxcWiNo6OjrCxsRHeu7u7Y+zYsXB1dcXUqVPx4Ycf4vfffxfqr127hrCwMLi4uMDCwgLm5uaoqalptd+2HDx4EMeOHbvnBUpu3rwp3O7YoqmpCWvXroWrqyusrKxgamqKo0ePiuIICQnBvn37cOvWLQB3+m/69OnC6s+5ubkYNmyYaL93v79bTk4OfH19RbeejhgxAjU1Nfe0Op9CocDixYvh4+MDb29vrFu3Ds899xxiYmLa3Ubd933x4kXk5eXBzMxMyCUrKyvU19cjPz8ftbW1yM/Px+zZs0X59uabbwr5lpOTAzc3N1Ff353fHeUcAMjlctTV1WncF38GL5rBNGJpaanrEBhjjDG15N3lyJiRoZPPvVd3P/sikUiE53d69eqF3NxcJCcnIykpCS+//DJiYmJw4sSJdp+ZqampwYsvvig86/VHDg4O9xxfW/u3s7NDSkpKq7qWMYJSqcQTTzyBnTt3Yvjw4di5cyfmzZsntAsMDERRURG++uorJCUlYezYsQgPD8e7776L9PR0hISEYM2aNfD394eFhQV2796NDRs2iD7LxMRE9L5bt25ISkpCWloa/vOf/2Dz5s1YsWIFMjIy4OTkhNDQUJSXl2PTpk1wdHSETCaDr6+vcNuaOseOHUN+fn6rMdCUKVMwcuTINvsCuDM5+eOkD7hzK+emTZuwceNGuLq6wsTEBIsWLRLFMXHiRBARDh8+DG9vb6Smpra6pfJB4uPjo/Z2VHXfd01NDTw9PVvdggoANjY2qKmpAQB8+OGH8PHxEdV369ZN4xjVxdDixo0bokm8NvCEizHGGGNdgkQigbGhsa7DuC/kcjkmTpyIiRMnIjw8HP3798d3330HDw8PSKXSVs9Te3h4IDs7G48++qja/d69jPfp06cxYMCADuPx8PBAaWkpunfvrnZhhZCQECxduhTBwcH46aefMH36dFG9jY0NQkNDERoaipEjR2LJkiV49913kZaWBkdHR6xYsUJoW1RU1GFcwP8X+hoxYgRWrVoFR0dHJCYmYvHixTh16hTef/99jB8/HsCdhRquX7+u0X6XLVuGOXPmiMpcXV0RGxuLiRMntrvd0KFDkZ2dLSo7deoUgoKC8NxzzwEAmpub8eOPP2LgwIFCGyMjI0yePBkJCQnIy8tDv3794OHhIdT369cPZ8+excyZM4Wyjp65GjBgAPbt2wciEq5ynTp1CmZmZrC3t++gB9TLysqCnZ2d2jbtfd8eHh7Ys2cPbG1tYW5u3mo7CwsLqFQq/PTTT8IzbG0d244dO1BfXy9c5Wprmfr2Ymhx+fJljBkz5h6O/N7xhIsxxhhj7AESHx+PpqYm+Pj4wNjYGJ9++inkcjkcHR0B3Flt8Ntvv8X06dMhk8mgUCgQGRmJ4cOHY/78+ZgzZw5MTEyQnZ2NpKQk/Otf/xL2ferUKaxfvx5PP/00kpKSsHfvXhw+fLjDmPz8/ODr64unn34a69evR9++fXH16lUcPnwYzzzzjLBIxOTJkzFv3jzMmzcPf/vb36BSqYR9rFq1Cp6enhg0aBBu3bqFQ4cOCZM9FxcXFBcXY/fu3fD29sbhw4c1WjkuIyMD33zzDcaNGwdbW1tkZGTgt99+E+13x44d8PLyQlVVFZYsWQK5XLMrki0r8d3NwcEBTk5O7W7n7++POXPmoKmpSbga4+Ligs8//xxpaWl45JFH8N577+HatWuiCRdwZ8L61FNP4fvvvxcmZy0WLFiAsLAweHl54bHHHsOePXtw6dIlODs7txvLyy+/jI0bN2LBggWYP38+cnNzERUVhcWLFwu3Kmpi+/btkEqlGDp0KIA7i7ds27YNH330UbvbqPu+Q0JCEBMTg6CgIGHRjqKiIuzfvx9Lly6Fvb091qxZg4iICFhYWCAgIAC3bt3CuXPn8Pvvv2Px4sWYMWMGVqxYgbCwMCxfvhyFhYWiiVRHMQB3FkXJzMzE22+/rXFf/CkdPuXFiOjhXjSDMcYYe9Coe5j9QTd69GhauHChqCwoKIhCQ0OJiCgxMZF8fHzI3NycTExMaPjw4ZScnCy0TU9PJzc3N5LJZPTHodyZM2foySefJFNTUzIxMSE3Nzd66623hHpHR0das2YNTZ06lYyNjUmpVNKmTZs0jruqqooWLFhAKpWKDA0NqVevXhQSEkLFxcWids8++ywBoG3btonK165dSwMGDCC5XE5WVlYUFBREP/30k1C/ZMkSsra2JlNTU5o2bRrFxsaShYWFUB8VFdVqgYjs7Gzy9/cnGxsbkslk1LdvX9q8ebNQf/78efLy8iIjIyNycXGhvXv3trnoiKagwaIZjY2NpFKp6MiRI0JZeXk5BQUFkampKdna2tIbb7xBM2fOpKCgING2TU1NZGdnRwAoPz+/1b6jo6NJoVCQqakpzZo1iyIiImj48OFq40lJSSFvb2+SSqWkVCopMjKSGhsbhXpNFs2Ij4+nAQMGkLGxMZmbm9OwYcNo7969arfp6PsuKSmhmTNnkkKhIJlMRs7OzhQWFiYaayckJNCQIUNIKpXSI488QqNGjaL9+/cL9enp6eTu7k5SqZSGDBlC+/btEy2a0VEMO3fupH79+rV7DPdr0QwJ0Z9Yy/QhVFVVBQsLC1RWVrZ56ZMxxhhjnae+vh4FBQWi32Ni6vXu3RuLFi3CokWLdB1Kl7dlyxYcPHgQR48e1ernPPnkk1AqldixY4dWP6erGj58OCIiIoSfLribuvPMvcwN+JZCxhhjjDHG7qMXX3wRFRUVqK6uvm8rPNfV1eGDDz6Av78/unXrhl27dgkLq7B7d/36dUyePBnBwcFa/yxeFp4xxhhj7CGXkJAgWn77j69BgwbpOjyt0OYxd+/eHStWrLivP6cjkUjw1VdfYdSoUfD09MSXX36Jffv2wc/P7759xsNEoVBg6dKloiXztYWvcDHGGGOMPQQKCwvbrZs0aVKr5bdbtLcUvb7Tt2OWy+VITk7WdRjsT+AJF2OMMcbYQ87MzOy+Xo3RBw/jMTPd4FsKGWOMMcYYY0xLeMLFGGOMMb3V3Nys6xAYY13U/Tq/8C2FjDHGGNM7UqkUBgYGuHr1KmxsbCCVSjvl4XfGWNdHRGhoaMBvv/0GAwMDSKXSv7Q/nnAxxhhjTO8YGBjAyckJJSUluHr1qq7DYYx1QcbGxnBwcICBwV+7KZAnXIwxxhjTS1KpFA4ODrh9+zaampp0HQ5jrAvp1q0bunfvfl+unPOEizHGGGN6SyKRwNDQ8IFcxpsxxgBeNIMxxhhjjDHGtIYnXIwxxhhjjDGmJTzhYowxxhhjjDEt4We4NEREAICqqiodR8IYY4wxxhjTpZY5QcscQR2ecGmouroaANCrVy8dR8IYY4wxxhh7EFRXV8PCwkJtGwlpMi1jaG5uxtWrV2FmZqbzH1asqqpCr1698PPPP8Pc3FynsXRV3Mfaxf2rfdzH2sX9q33cx9rHfaxd3L/ap8s+JiJUV1dDpVJ1+DtdfIVLQwYGBrC3t9d1GCLm5ub8H1jLuI+1i/tX+7iPtYv7V/u4j7WP+1i7uH+1T1d93NGVrRa8aAZjjDHGGGOMaQlPuBhjjDHGGGNMS3jCpYdkMhmioqIgk8l0HUqXxX2sXdy/2sd9rF3cv9rHfax93Mfaxf2rffrSx7xoBmOMMcYYY4xpCV/hYowxxhhjjDEt4QkXY4wxxhhjjGkJT7gYY4wxxhhjTEt4wsUYY4wxxhhjWsITLj20ZcsW9O7dG0ZGRvDx8cGZM2d0HZJeeuedd+Dt7Q0zMzPY2tri6aefRm5urqjNmDFjIJFIRK+XXnpJRxHrn9WrV7fqv/79+wv19fX1CA8Ph7W1NUxNTTFlyhRcu3ZNhxHrl969e7fqX4lEgvDwcACcv3/Gt99+i4kTJ0KlUkEikeDAgQOieiLCqlWrYGdnB7lcDj8/P1y5ckXU5saNGwgJCYG5uTksLS0xe/Zs1NTUdOJRPLjU9W9jYyMiIyPh6uoKExMTqFQqzJw5E1evXhXto628X7duXScfyYOroxx+/vnnW/VfQECAqA3ncPs66t+2zskSiQQxMTFCG87h9mkyNtNk7FBcXIwJEybA2NgYtra2WLJkCW7fvt2ZhyLCEy49s2fPHixevBhRUVE4f/483N3d4e/vj7KyMl2HpndOnDiB8PBwnD59GklJSWhsbMS4ceNQW1srahcWFoaSkhLhtX79eh1FrJ8GDRok6r+TJ08Kda+88gq+/PJL7N27FydOnMDVq1cxefJkHUarX86ePSvq26SkJADA1KlThTacv/emtrYW7u7u2LJlS5v169evxz//+U988MEHyMjIgImJCfz9/VFfXy+0CQkJwffff4+kpCQcOnQI3377LebOndtZh/BAU9e/dXV1OH/+PFauXInz589j//79yM3NxaRJk1q1jY6OFuX1ggULOiN8vdBRDgNAQECAqP927dolquccbl9H/fvHfi0pKcG2bdsgkUgwZcoUUTvO4bZpMjbraOzQ1NSECRMmoKGhAWlpadi+fTvi4+OxatUqXRzSHcT0yrBhwyg8PFx439TURCqVit555x0dRtU1lJWVEQA6ceKEUDZ69GhauHCh7oLSc1FRUeTu7t5mXUVFBRkaGtLevXuFspycHAJA6enpnRRh17Jw4ULq06cPNTc3ExHn718FgBITE4X3zc3NpFQqKSYmRiirqKggmUxGu3btIiKi7OxsAkBnz54V2nz99dckkUjo119/7bTY9cHd/duWM2fOEAAqKioSyhwdHSk2Nla7wXURbfVxaGgoBQUFtbsN57DmNMnhoKAgeuKJJ0RlnMOau3tspsnY4auvviIDAwMqLS0V2sTFxZG5uTndunWrcw/gf/gKlx5paGhAZmYm/Pz8hDIDAwP4+fkhPT1dh5F1DZWVlQAAKysrUXlCQgIUCgUGDx6M5cuXo66uThfh6a0rV65ApVLB2dkZISEhKC4uBgBkZmaisbFRlM/9+/eHg4MD5/Of0NDQgE8//RSzZs2CRCIRyjl/75+CggKUlpaKctbCwgI+Pj5Czqanp8PS0hJeXl5CGz8/PxgYGCAjI6PTY9Z3lZWVkEgksLS0FJWvW7cO1tbWGDp0KGJiYnR6q5A+SklJga2tLfr164d58+ahvLxcqOMcvn+uXbuGw4cPY/bs2a3qOIc1c/fYTJOxQ3p6OlxdXdGjRw+hjb+/P6qqqvD99993YvT/110nn8r+lOvXr6OpqUmUQADQo0cP/PDDDzqKqmtobm7GokWLMGLECAwePFgonzFjBhwdHaFSqXDp0iVERkYiNzcX+/fv12G0+sPHxwfx8fHo168fSkpKsGbNGowcORKXL19GaWkppFJpq4FUjx49UFpaqpuA9diBAwdQUVGB559/Xijj/L2/WvKyrXNwS11paSlsbW1F9d27d4eVlRXn9T2qr69HZGQkgoODYW5uLpRHRETAw8MDVlZWSEtLw/Lly1FSUoL33ntPh9Hqj4CAAEyePBlOTk7Iz8/H66+/jsDAQKSnp6Nbt26cw/fR9u3bYWZm1upWec5hzbQ1NtNk7FBaWtrmebqlThd4wsUYgPDwcFy+fFn0fBEA0T3rrq6usLOzw9ixY5Gfn48+ffp0dph6JzAwUPi3m5sbfHx84OjoiM8++wxyuVyHkXU9H3/8MQIDA6FSqYQyzl+mrxobG/Hss8+CiBAXFyeqW7x4sfBvNzc3SKVSvPjii3jnnXcgk8k6O1S9M336dOHfrq6ucHNzQ58+fZCSkoKxY8fqMLKuZ9u2bQgJCYGRkZGonHNYM+2NzfQR31KoRxQKBbp169ZqJZZr165BqVTqKCr9N3/+fBw6dAjHjx+Hvb292rY+Pj4AgLy8vM4IrcuxtLRE3759kZeXB6VSiYaGBlRUVIjacD7fu6KiIiQnJ2POnDlq23H+/jUteanuHKxUKlstYnT79m3cuHGD81pDLZOtoqIiJCUlia5utcXHxwe3b99GYWFh5wTYxTg7O0OhUAjnBc7h+yM1NRW5ubkdnpcBzuG2tDc202TsoFQq2zxPt9TpAk+49IhUKoWnpye++eYboay5uRnffPMNfH19dRiZfiIizJ8/H4mJiTh27BicnJw63CYrKwsAYGdnp+Xouqaamhrk5+fDzs4Onp6eMDQ0FOVzbm4uiouLOZ/v0SeffAJbW1tMmDBBbTvO37/GyckJSqVSlLNVVVXIyMgQctbX1xcVFRXIzMwU2hw7dgzNzc3ChJe1r2WydeXKFSQnJ8Pa2rrDbbKysmBgYNDqNjimmV9++QXl5eXCeYFz+P74+OOP4enpCXd39w7bcg7/X0djM03GDr6+vvjuu+9Efzho+ePNwIEDO+dA7qaTpTrYn7Z7926SyWQUHx9P2dnZNHfuXLK0tBStxMI0M2/ePLKwsKCUlBQqKSkRXnV1dURElJeXR9HR0XTu3DkqKCigL774gpydnWnUqFE6jlx/vPrqq5SSkkIFBQV06tQp8vPzI4VCQWVlZURE9NJLL5GDgwMdO3aMzp07R76+vuTr66vjqPVLU1MTOTg4UGRkpKic8/fPqa6upgsXLtCFCxcIAL333nt04cIFYZW8devWkaWlJX3xxRd06dIlCgoKIicnJ7p586awj4CAABo6dChlZGTQyZMnycXFhYKDg3V1SA8Udf3b0NBAkyZNInt7e8rKyhKdl1tWFktLS6PY2FjKysqi/Px8+vTTT8nGxoZmzpyp4yN7cKjr4+rqanrttdcoPT2dCgoKKDk5mTw8PMjFxYXq6+uFfXAOt6+jcwQRUWVlJRkbG1NcXFyr7TmH1etobEbU8djh9u3bNHjwYBo3bhxlZWXRkSNHyMbGhpYvX66LQyIiIp5w6aHNmzeTg4MDSaVSGjZsGJ0+fVrXIeklAG2+PvnkEyIiKi4uplGjRpGVlRXJZDJ69NFHacmSJVRZWanbwPXItGnTyM7OjqRSKfXs2ZOmTZtGeXl5Qv3Nmzfp5ZdfpkceeYSMjY3pmWeeoZKSEh1GrH+OHj1KACg3N1dUzvn75xw/frzN80JoaCgR3VkafuXKldSjRw+SyWQ0duzYVn1fXl5OwcHBZGpqSubm5vTCCy9QdXW1Do7mwaOufwsKCto9Lx8/fpyIiDIzM8nHx4csLCzIyMiIBgwYQG+//bZosvCwU9fHdXV1NG7cOLKxsSFDQ0NydHSksLCwVn+05RxuX0fnCCKirVu3klwup4qKilbbcw6r19HYjEizsUNhYSEFBgaSXC4nhUJBr776KjU2Nnby0fyfhIhISxfPGGOMMcYYY+yhxs9wMcYYY4wxxpiW8ISLMcYYY4wxxrSEJ1yMMcYYY4wxpiU84WKMMcYYY4wxLeEJF2OMMcYYY4xpCU+4GGOMMcYYY0xLeMLFGGOMMcYYY1rCEy7GGGOMMcYY0xKecDHGGGOMMcaYlvCEizHGGGOMMca0hCdcjDHGGGOMMaYlPOFijDHGGGOMMS35L/DWP5jpK3MmAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evaluate_nstep_evsarsa(lambda: Discretizer(gym.make(\"MountainCar-v0\"), n_digits=2), n_episodes=200, n_seeds=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Eligibility traces: (1 point)\n", "\n", "Eligibility traces are a mechanism that helps to assign credit to states and actions that occurred in the past, allowing for more efficient learning by updating multiple state-action pairs in a single step. \n", "\n", "Typically, eligibility traces are implemented as decaying values for each state-action pair, with recent pairs having higher trace values than older ones. At the beginning of each episode, all eligibility traces are initialized to zero, and at the end of an episode, they are reset to prepare for the next learning sequence. \n", "\n", "During each step, eligibility traces are updated by incrementing the value for the current state-action pair and applying a decay factor to all traces, allowing the algorithm to update all previously visited state-action pairs proportionally to their recency and relevance.\n", "\n", "\n", "---\n", "\n", "### Watkins($\\lambda$) algorithm\n", "**Initialize** $ Q(s, a) $ arbitrarily and $ e(s, a) = 0 $, for all $ s, a $.\n", "\n", "**Repeat** (for each episode):\n", "\n", "1. Initialize $ s, a $.\n", "2. **Repeat** (for each step of episode):\n", " - Take action $ a $, observe $ r, s' $.\n", " - Choose $ a' $ from $ s' $ using policy derived from $ Q $ (e.g., $ \\varepsilon $-greedy).\n", " - $ a^* \\leftarrow \\arg\\max_b Q(s', b) $ (if $ a' $ ties for the max, then $ a^* \\leftarrow a' $).\n", " - $ \\delta \\leftarrow r + \\gamma Q(s', a^*) - Q(s, a) $.\n", " - $ e(s, a) \\leftarrow e(s, a) + 1 $.\n", " - **For all** $ s, a $:\n", " - $ Q(s, a) \\leftarrow Q(s, a) + \\alpha \\delta e(s, a) $.\n", " - If $ a' = a^* $, then $ e(s, a) \\leftarrow \\gamma \\lambda e(s, a) $, \n", " else $ e(s, a) \\leftarrow 0 $.\n", " - $ s \\leftarrow s' $; $ a \\leftarrow a' $.\n", "\n", "**until** $ s $ is terminal.\n", "\n", "---\n", "\n", "We have two policies: the target policy (greedy) and the behavior policy (ε-greedy).\n", "\n", "Watkins' Q(λ) algorithm addresses the challenge of using eligibility traces in off-policy learning. The key insight is that we can only reliably update state-action pairs along a trajectory up to the point where we take a non-greedy action.\n", "\n", "When we select an action a' that is also the greedy action a* (meaning our behavior and target policies align), we can continue propagating updates through the eligibility traces, decaying them by γλ as usual.\n", " \n", "However, when we select a non-greedy action (a' ≠ a*), we must cut the eligibility traces to zero. This is because the future trajectory will follow the behavior policy, not the target policy we're trying to learn.\n", " \n", "This approach ensures that Q-values are only updated based on sequences where the behavior matched the target policy, maintaining the validity of the off-policy updates while still benefiting from eligibility traces when possible.\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from collections import defaultdict\n", "\n", "\n", "class QLambdaAgent(QLearningAgent):\n", " def __init__(self, alpha, epsilon, discount, lambda_factor, env):\n", " assert 0 <= lambda_factor <= 1, \"lambda must be between 0 and 1\"\n", " super().__init__(alpha, epsilon, discount, env)\n", " self.eligibility_trace = defaultdict(lambda: 0)\n", " self.lambda_factor = lambda_factor\n", "\n", " def reset(self):\n", " pass\n", "\n", " def update(self, state, action, reward, next_state, _done):\n", " \"\"\"\n", " Implements Q(λ) update rule:\n", " - Updates Q-values using eligibility traces.\n", " - Adjusts traces based on whether the selected action matches the best action.\n", " \"\"\"\n", " # Update eligibility traces\n", " for s, a in list(self.eligibility_trace.keys()):\n", " if action == self.get_best_action(state):\n", " # Decay eligibility trace (but never immediately zero it)\n", " # \n", "\n", " # \n", " else:\n", " # \n", "\n", " # \n", "\n", " # Remove traces close to zero\n", " if abs(self.eligibility_trace[(s, a)]) < 1e-6:\n", " del self.eligibility_trace[(s, a)]\n", "\n", " # Compute TD error with check for terminal state\n", " next_value = self.get_value(next_state) if next_state is not None else 0\n", " delta = reward + self.discount * next_value - self.get_qvalue(state, action)\n", "\n", " # Update eligibility trace for (state, action)\n", " # \n", "\n", " # \n", "\n", " # Iterate over all stored (s, a) pairs in eligibility trace\n", " for s, a in list(self.eligibility_trace.keys()):\n", " # \n", " new_qvalue =\n", "\n", " # \n", " self.set_qvalue(s, a, new_qvalue)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "\n", "\n", "def evaluate_lambda_qlearning(env_builder, n_episodes=1000, t_max=10000, n_seeds=3, span=10):\n", " params = {\"alpha\": 0.1, \"epsilon\": 0.1, \"discount\": 0.99, \"env\": env_builder()}\n", " exp_setups = []\n", " exp_setups.extend(\n", " [\n", " {\n", " \"name\": f\"lambda_qlearning_{lambda_factor}\",\n", " \"agent_builder\": partial(QLambdaAgent, lambda_factor=lambda_factor, **params),\n", " \"env\": env_builder,\n", " \"train_foo\": play_and_train_nstep,\n", " }\n", " for lambda_factor in [0.0, 0.2, 0.5, 0.95]\n", " ]\n", " )\n", " _ = benchmark_agents(\n", " exp_setups, num_episodes=n_episodes, t_max=t_max, plot_every=1000, span=span, num_seeds=n_seeds\n", " )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evaluate_lambda_qlearning(lambda: gym.make(\"CliffWalking-v0\"), n_episodes=150, t_max=1000, n_seeds=15, span=20)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evaluate_lambda_qlearning(lambda: gym.make(\"Taxi-v3\"), n_episodes=150, t_max=1000, n_seeds=15, span=20)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evaluate_lambda_qlearning(lambda: Discretizer(gym.make(\"MountainCar-v0\"), n_digits=2), n_episodes=200, n_seeds=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## N-step estimates in off-policy setting. Retrace algorithm. (3-5 points)\n", "\n", "Implement Retrace algorithm and use it with Replay Buffer\n", "\n", "## Understanding Retrace(λ)\n", "\n", "Retrace(λ) is an off-policy reinforcement learning algorithm that combines the benefits of eligibility traces with importance sampling to provide stable and efficient learning from off-policy data.\n", "\n", "### Key Features of Retrace\n", "\n", "1. **Off-policy Learning**: Retrace can learn from data generated by any behavior policy, making it suitable for experience replay.\n", "\n", "2. **Eligibility Traces**: Like TD(λ), Retrace uses eligibility traces to credit past state-action pairs, allowing for faster learning.\n", "\n", "3. **Truncated Importance Sampling**: The key innovation in Retrace is the use of truncated importance sampling ratios ($\\min(1, \\frac{\\pi(a|s)}{\\mu(a|s)})$), which ensures the product of these ratios doesn't grow too large and cause variance issues.\n", "\n", "### The Retrace Update Rule\n", "\n", "Retrace maintains a running return estimate $Q^{ret}$ defined recursively:\n", "\n", "$$Q^{ret}(s_t, a_t) = r_t + \\gamma[(1-\\alpha)Q(s_{t+1}, a_{t+1}) + \\alpha(Q(s_{t+1}, a_{t+1}) + c_{t+1}\\lambda\\delta_{t+1})]$$\n", "\n", "Where:\n", "- $c_{t+1} = \\min(1, \\frac{\\pi(a_{t+1}|s_{t+1})}{\\mu(a_{t+1}|s_{t+1})})$ is the truncated importance sampling ratio\n", "- $\\delta_{t+1} = Q^{ret}(s_{t+1}, a_{t+1}) - Q(s_{t+1}, a_{t+1})$ is the TD error for the next state-action pair\n", "- $\\lambda$ is the trace decay parameter\n", "\n", "This update effectively combines:\n", "- Q-learning's off-policy capability\n", "- SARSA's ability to use eligibility traces\n", "- Stability through truncated importance sampling\n", "\n", "### Advantages Over Traditional Methods\n", "\n", "1. **Compared to Q-learning**: Retrace incorporates multi-step returns through eligibility traces, which can lead to faster convergence in many environments.\n", "\n", "2. **Compared to SARSA(λ)**: Retrace is off-policy, so it can learn from exploratory actions without being affected by them.\n", "\n", "3. **Compared to Importance Sampling Methods**: By truncating the importance ratios, Retrace avoids the high variance issues that plague many importance sampling approaches.\n", "\n", "### Applications\n", "\n", "Retrace is particularly well-suited for:\n", "- Experience replay settings\n", "- Learning from human demonstrations\n", "- Any setting where on-policy data collection is expensive or impractical\n", "\n", "## Task\n", "\n", "Compare different Retrace methods: without Importance Sampling, with Importance Sampling, and with Retrace. Ensure the differences are noticeable. Test different training settings, such as collecting trajectories with one agent and using them to initialize Retrace. Collect several episodes using a uniform policy and use them to initialize the buffer. Analyze performance and convergence." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def play_and_train_retrace(env, agent, replay, t_max, n_train_steps, trajectory_len):\n", " total_reward = 0.0\n", " s, _ = env.reset()\n", " replay._episodes.append([])\n", "\n", " for t in range(t_max):\n", " # Get action from agent\n", " a = agent.get_action(s)\n", " prob = agent.get_action_probability(s, a)\n", "\n", " next_s, r, terminated, truncated, _ = env.step(a)\n", " done = terminated or truncated\n", "\n", " replay._episodes[-1].append((s, a, r, next_s, done, prob))\n", "\n", " # Update state and total reward\n", " s = next_s\n", " total_reward += r\n", "\n", " if replay is not None and len(replay) > 0:\n", " for _ in range(n_train_steps):\n", " trajectory = replay.sample(max_trajectory_len=trajectory_len) # whole trajectory\n", " agent.retrace_update(trajectory)\n", "\n", " if done:\n", " break\n", "\n", " return total_reward" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from collections import deque\n", "\n", "\n", "class SequenceBuffer:\n", " def __init__(self, episode_capacity):\n", " self._episodes = deque(maxlen=episode_capacity)\n", "\n", " def __len__(self):\n", " return len(self._episodes)\n", "\n", " def add_sequence(self, sequence):\n", " self._episodes.append(sequence)\n", "\n", " def sample(self, max_trajectory_len=None):\n", " seq_idx = np.random.randint(0, len(self))\n", " sequence = self._episodes[seq_idx]\n", "\n", " if max_trajectory_len is None:\n", " return sequence\n", "\n", " start_idx = np.random.randint(0, max(len(sequence) - max_trajectory_len, 1))\n", " return sequence[start_idx : start_idx + max_trajectory_len]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class RetraceAgent(QLearningAgent):\n", " def __init__(self, alpha, epsilon, discount, env, lambda_factor=0.9):\n", " super().__init__(alpha, epsilon, discount, env)\n", " self.lambda_factor = lambda_factor\n", "\n", " def get_action_probability(self, state, action):\n", " # \n", "\n", " # \n", "\n", " def retrace_update(self, trajectory):\n", " last_state, last_action, last_reward, last_next_state, last_done, last_behavior_prob = trajectory[-1]\n", "\n", " # \n", " G =\n", "\n", " # \n", "\n", " for state, action, reward, next_state, done, behavior_prob in reversed(trajectory[:-1]):\n", " # \n", " c =\n", "\n", " # \n", " if done:\n", " expected_Q = 0\n", " else:\n", " probs = [self.get_action_probability(state, action) for action in self.get_legal_actions(state)]\n", " # \n", " expected_Q =\n", "\n", " # \n", "\n", " # \n", " G =\n", "\n", " # \n", "\n", " # \n", " new_q_value =\n", "\n", " # \n", " self.set_qvalue(state, action, new_q_value)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Baseline : eps = 0.25 mean reward = -124.7\n", "ExpReplay: eps = 0.25 mean reward = -153.9\n", "Retrace: eps = 0.25 mean reward = -34.0\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 300/300 [01:02<00:00, 4.79it/s]\n" ] } ], "source": [ "env = gym.make(\"CliffWalking-v0\")\n", "\n", "agent_baseline = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "\n", "agent_replay = QLearningAgent(alpha=0.5, epsilon=0.25, discount=0.99, env=env)\n", "replay = ReplayBuffer(1000)\n", "\n", "sequence_buffer = SequenceBuffer(1000)\n", "retrace_agent = RetraceAgent(alpha=0.25, epsilon=0.25, discount=0.99, env=env, lambda_factor=0.9)\n", "\n", "rewards_replay, rewards_baseline, rewards_retrace = [], [], []\n", "\n", "t_max = 100\n", "for i in trange(300):\n", " rewards_replay.append(play_and_train_with_replay(env, agent_replay, replay, t_max=t_max))\n", " rewards_baseline.append(play_and_train_with_replay(env, agent_baseline, replay=None, t_max=t_max))\n", " rewards_retrace.append(\n", " play_and_train_retrace(env, retrace_agent, sequence_buffer, t_max=t_max, trajectory_len=8, n_train_steps=32)\n", " )\n", "\n", " if i % 10 == 0:\n", " clear_output(True)\n", " print(\"Baseline : eps =\", agent_replay.epsilon, \"mean reward =\", np.mean(rewards_baseline[-10:]))\n", " print(\"ExpReplay: eps =\", agent_baseline.epsilon, \"mean reward =\", np.mean(rewards_replay[-10:]))\n", " print(\"Retrace: eps =\", retrace_agent.epsilon, \"mean reward =\", np.mean(rewards_retrace[-10:]))\n", " plt.plot(moving_average(rewards_replay, span=50), label=\"exp. replay\")\n", " plt.plot(moving_average(rewards_baseline, span=50), label=\"baseline\")\n", " plt.plot(moving_average(rewards_retrace, span=50), label=\"retrace\")\n", " plt.grid()\n", " plt.legend()\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Bonus:** You can also analyze the performance of different agents with different hyperparameters across various environments. For the N-step bonus, it would be interesting to show how the variance and bias of Q-values depend on nn." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Outro\n", "\n", "We will use the code you just wrote extensively in the next week of our course. \n", "\n", "__Next week__ we're gonna explore how q-learning and similar algorithms can be applied for large state spaces, with deep learning models to approximate the Q function.\n", "\n", "However, __the code you've written__ for this week is already capable of solving many RL problems, and as an added benefit - it is very easy to detach. You can use Q-learning, SARSA and Experience Replay for any RL problems you want to solve - just thow 'em into a file and import the stuff you need." ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week04_[recap]_deep_learning/README.md ================================================ __Note:__ This week's materials cover the basics of neural nets and deep learning and teach you how to use auto-diff frameworks. If you're already fluent in Tensorflow or PyTorch, feel free to skip this week entirely. ## Materials * [__Lecture slides__](https://yadi.sk/i/yAO2AJ3M3EKP8g) - __In russian:__ * Basic lecture on deep learning - [video](https://yadi.sk/i/yyHZub6R3Ej5dV) * Deep learning frameworks - [video](https://yadi.sk/i/hDIkaR4H3EtnXM) * [Pytorch tutorial](https://yadi.sk/i/O3mQ76u43So3h9) __recommended__ * [Tensorflow tutorial](https://www.youtube.com/watch?v=FQ660T4uu7k) (english only for now. Links are welcome) - __In english:__ * Intro to neural nets and backprop (english) - [video](https://www.youtube.com/watch?v=uXt8qF2Zzfo) * Intro to convnets - [video](https://www.youtube.com/watch?v=FmpDIaiMIeA) * Deep learning frameworks - [video](https://www.youtube.com/watch?v=Vf_-OkqbwPo) * [Tensorflow tutorial](https://www.youtube.com/watch?v=FQ660T4uu7k) * [PyTorch tutorial](https://www.youtube.com/watch?v=VMcRWYEKmhw) ## Bonus materials * Karpathy's course on deep learning (english) - http://cs231n.github.io/ * A neat little play-ground where you can train small NNs and see what they actually learn - [playground](http://playground.tensorflow.org/) * Nuts and Bolts of deep learning by Andrew Ng (english) - [video](https://www.youtube.com/watch?v=F1ka6a13S9I) * Deep learning philosophy: [our humble take](https://www.youtube.com/watch?v=9qyE1Ev1Xdw) (english) * Deep learning demystified - [video](https://www.youtube.com/watch?v=Q9Z20HCPnww) * Karpathy's lecture on deep learning for computer vision - https://www.youtube.com/watch?v=u6aEYuemt0M * Our humble DL course: [HSE'fall17](https://github.com/yandexdataschool/HSE_deeplearning), [Skoltech/YSDA'spring16](https://github.com/ddtm/dl-course/) courses on deep learning (english). * Srsly, just google `"deep learning %s" % s for s in what_you_want_to_know`. ### Practice __[Colab URL (PyTorch)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week04_%5Brecap%5D_deep_learning/seminar_pytorch.ipynb)__ From now on, we'll have two tracks: Tensorflow and PyTorch. Please pick `seminar_tensorflow.ipynb` or `seminar_pytorch.ipynb`. __Note:__ in this and all following weeks you're only required to get through practice in _one_ of the frameworks. Looking into other alternatives is great for self-education but never mandatory. #### What to choose? * The simplest choice is PyTorch: it's basically ye olde numpy with automatic gradients and a lot of pre-implemented DL stuff... except all the functions have different names. * If you want to be familiar with production-related stuff from day 1, choose TensorFlow. It's much more convenient to deploy (to non-python or to mobiles). The catch is that all those conveniences become inconveniences once you want to write something simple in jupyter. * It's not like choosing house at Hogwarts, you'll be able to switch between frameworks easily once you master the underlying principles. ================================================ FILE: week04_[recap]_deep_learning/mnist.py ================================================ import sys import os import numpy as np __doc__ = """taken from https://github.com/Lasagne/Lasagne/blob/master/examples/mnist.py""" def load_dataset(): # We first define a download function, supporting both Python 2 and 3. if sys.version_info[0] == 2: from urllib import urlretrieve else: from urllib.request import urlretrieve def download(filename, source='http://yann.lecun.com/exdb/mnist/'): print("Downloading %s" % filename) urlretrieve(source + filename, filename) # We then define functions for loading MNIST images and labels. # For convenience, they also download the requested files if needed. import gzip def load_mnist_images(filename): if not os.path.exists(filename): download(filename) # Read the inputs in Yann LeCun's binary format. with gzip.open(filename, 'rb') as f: data = np.frombuffer(f.read(), np.uint8, offset=16) # The inputs are vectors now, we reshape them to monochrome 2D images, # following the shape convention: (examples, channels, rows, columns) data = data.reshape(-1, 1, 28, 28) # The inputs come as bytes, we convert them to float32 in range [0,1]. # (Actually to range [0, 255/256], for compatibility to the version # provided at http://deeplearning.net/data/mnist/mnist.pkl.gz.) return data / np.float32(256) def load_mnist_labels(filename): if not os.path.exists(filename): download(filename) # Read the labels in Yann LeCun's binary format. with gzip.open(filename, 'rb') as f: data = np.frombuffer(f.read(), np.uint8, offset=8) # The labels are vectors of integers now, that's exactly what we want. return data # We can now download and read the training and test set images and labels. X_train = load_mnist_images('train-images-idx3-ubyte.gz') y_train = load_mnist_labels('train-labels-idx1-ubyte.gz') X_test = load_mnist_images('t10k-images-idx3-ubyte.gz') y_test = load_mnist_labels('t10k-labels-idx1-ubyte.gz') # We reserve the last 10000 training examples for validation. X_train, X_val = X_train[:-10000], X_train[-10000:] y_train, y_val = y_train[:-10000], y_train[-10000:] # We just return all the arrays in order, as expected in main(). # (It doesn't matter how we do this as long as we can read them again.) return X_train, y_train, X_val, y_val, X_test, y_test ================================================ FILE: week04_[recap]_deep_learning/notmnist.py ================================================ import os from glob import glob import numpy as np from imageio import imread from skimage.transform import resize from sklearn.model_selection import train_test_split def load_notmnist(path='./notMNIST_small', letters='ABCDEFGHIJ', img_shape=(28, 28), test_size=0.25, one_hot=False): # download data if it's missing. If you have any problems, go to the urls # and load it manually. if not os.path.exists(path): print("Downloading data...") assert os.system( 'wget http://yaroslavvb.com/upload/notMNIST/notMNIST_small.tar.gz') == 0 print("Extracting ...") assert os.system( 'tar -zxvf notMNIST_small.tar.gz > untar_notmnist.log') == 0 data, labels = [], [] print("Parsing...") for img_path in glob(os.path.join(path, '*/*')): class_i = img_path.split(os.sep)[-2] if class_i not in letters: continue try: data.append(resize(imread(img_path), img_shape)) labels.append(class_i,) except BaseException: print( "found broken img: %s [it's ok if <10 images are broken]" % img_path) data = np.stack(data)[:, None].astype('float32') data = (data - np.mean(data)) / np.std(data) # convert classes to ints letter_to_i = {l: i for i, l in enumerate(letters)} labels = np.array(list(map(letter_to_i.get, labels))) if one_hot: labels = (np.arange(np.max(labels) + 1) [None, :] == labels[:, None]).astype('float32') # split into train/test X_train, X_test, y_train, y_test = train_test_split( data, labels, test_size=test_size, random_state=42) print("Done") return X_train, y_train, X_test, y_test ================================================ FILE: week04_[recap]_deep_learning/seminar_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Hello, PyTorch\n", "\n", "![img](https://pytorch.org/tutorials/_static/pytorch-logo-dark.svg)\n", "\n", "__This notebook__ will teach you to use PyTorch low-level core. If you're running this notebook outside the course environment, you can install it [here](https://pytorch.org).\n", "\n", "__PyTorch feels__ differently than Tensorflow on almost every level. TensorFlow makes your code live in two \"worlds\" simultaneously: symbolic graphs and actual tensors. First you declare a symbolic \"recipe\" of how to get from inputs to outputs, then feed it with actual minibatches of data. In PyTorch, __there's only one world__: all tensors have a numeric value.\n", "\n", "You compute outputs on the fly without pre-declaring anything. The code looks exactly as in pure numpy with one exception: PyTorch computes gradients for you. And can run stuff on GPU. And has a number of pre-implemented building blocks for your neural nets. [And a few more things.](https://medium.com/towards-data-science/pytorch-vs-tensorflow-spotting-the-difference-25c75777377b)\n", "\n", "And now we finally shut up and let PyTorch do the talking." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_%5Brecap%5D_deep_learning/notmnist.py\n", " !touch .setup_complete" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.4.1\n" ] } ], "source": [ "import numpy as np\n", "import torch\n", "print(torch.__version__)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "X:\n", "[[ 0 1 2 3]\n", " [ 4 5 6 7]\n", " [ 8 9 10 11]\n", " [12 13 14 15]]\n", "\n", "X.shape: (4, 4)\n", "\n", "add 5:\n", "[[ 5 6 7 8]\n", " [ 9 10 11 12]\n", " [13 14 15 16]\n", " [17 18 19 20]]\n", "\n", "X*X^T:\n", "[[ 14 38 62 86]\n", " [ 38 126 214 302]\n", " [ 62 214 366 518]\n", " [ 86 302 518 734]]\n", "\n", "mean over rows:\n", "[ 1.5 5.5 9.5 13.5]\n", "\n", "cumsum of cols:\n", "[[ 0 1 2 3]\n", " [ 4 6 8 10]\n", " [12 15 18 21]\n", " [24 28 32 36]]\n", "\n" ] } ], "source": [ "# numpy world\n", "\n", "x = np.arange(16).reshape(4, 4)\n", "\n", "print(\"X:\\n%s\\n\" % x)\n", "print(\"X.shape: %s\\n\" % (x.shape,))\n", "print(\"add 5:\\n%s\\n\" % (x + 5))\n", "print(\"X*X^T:\\n%s\\n\" % np.dot(x, x.T))\n", "print(\"mean over rows:\\n%s\\n\" % (x.mean(axis=-1)))\n", "print(\"cumsum of cols:\\n%s\\n\" % (np.cumsum(x, axis=0)))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "X:\n", "tensor([[ 0., 1., 2., 3.],\n", " [ 4., 5., 6., 7.],\n", " [ 8., 9., 10., 11.],\n", " [12., 13., 14., 15.]])\n", "X.shape: torch.Size([4, 4])\n", "\n", "add 5:\n", "tensor([[ 5., 6., 7., 8.],\n", " [ 9., 10., 11., 12.],\n", " [13., 14., 15., 16.],\n", " [17., 18., 19., 20.]])\n", "X*X^T:\n", "tensor([[ 14., 38., 62., 86.],\n", " [ 38., 126., 214., 302.],\n", " [ 62., 214., 366., 518.],\n", " [ 86., 302., 518., 734.]])\n", "mean over rows:\n", "tensor([ 1.5000, 5.5000, 9.5000, 13.5000])\n", "cumsum of cols:\n", "tensor([[ 0., 1., 2., 3.],\n", " [ 4., 6., 8., 10.],\n", " [12., 15., 18., 21.],\n", " [24., 28., 32., 36.]])\n" ] } ], "source": [ "# PyTorch world\n", "\n", "x = np.arange(16).reshape(4, 4)\n", "\n", "x = torch.tensor(x, dtype=torch.float32) # or torch.arange(0, 16).view(4, 4)\n", "\n", "print(\"X:\\n%s\" % x)\n", "print(\"X.shape: %s\\n\" % (x.shape,))\n", "print(\"add 5:\\n%s\" % (x + 5))\n", "print(\"X*X^T:\\n%s\" % torch.matmul(x, x.transpose(1, 0))) # short: x.mm(x.t())\n", "print(\"mean over rows:\\n%s\" % torch.mean(x, dim=-1))\n", "print(\"cumsum of cols:\\n%s\" % torch.cumsum(x, dim=0))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## NumPy and PyTorch\n", "\n", "As you can notice, PyTorch allows you to hack stuff much the same way you did with NumPy. No graph declaration, no placeholders, no sessions. This means that you can _see the numeric value of any tensor at any moment of time_. Debugging such code can be done with by printing tensors or using any debug tool you want (e.g. [PyCharm debugger](https://www.jetbrains.com/help/pycharm/part-1-debugging-python-code.html) or [gdb](https://wiki.python.org/moin/DebuggingWithGdb)).\n", "\n", "You could also notice the a few new method names and a different API. So no, there's no compatibility with NumPy [yet](https://github.com/pytorch/pytorch/issues/2228) and yes, you'll have to memorize all the names again. Get excited!\n", "\n", "![img](http://i0.kym-cdn.com/entries/icons/original/000/017/886/download.jpg)\n", "\n", "For example,\n", "* If something takes a list/tuple of axes in NumPy, you can expect it to take `*args` in PyTorch\n", " * `x.reshape([1,2,8]) -> x.view(1,2,8)`\n", "* You should swap `axis` for `dim` in operations like `mean` or `cumsum`\n", " * `x.sum(axis=-1) -> x.sum(dim=-1)`\n", "* Most mathematical operations are the same, but types an shaping is different\n", " * `x.astype('int64') -> x.type(torch.LongTensor)`\n", "\n", "To help you acclimatize, there's a [table](https://github.com/torch/torch7/wiki/Torch-for-NumPy-users) covering most new things. There's also a neat [documentation page](http://pytorch.org/docs/master/).\n", "\n", "Finally, if you're stuck with a technical problem, we recommend searching [PyTorch forums](https://discuss.pytorch.org/). Or just googling, which usually works just as efficiently.\n", "\n", "If you feel like you almost give up, remember two things: __GPU__ and __free gradients__. Besides you can always jump back to NumPy with `x.numpy()`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Warmup: trigonometric knotwork\n", "_inspired by [this post](https://www.quora.com/What-are-the-most-interesting-equation-plots)_\n", "\n", "There are some simple mathematical functions with cool plots. For one, consider this:\n", "\n", "$$ x(t) = t - 1.5 * cos(15 t) $$\n", "$$ y(t) = t - 1.5 * sin(16 t) $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "t = torch.linspace(-10, 10, steps=10000)\n", "\n", "# compute x(t) and y(t) as defined above\n", "x = \n", "y = \n", "\n", "plt.plot(x.numpy(), y.numpy())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you're done early, try adjusting the formula and seeing how it affects the function." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Automatic gradients\n", "\n", "Any self-respecting DL framework must do your backprop for you. Torch handles this with the `autograd` module.\n", "\n", "The general pipeline looks like this:\n", "* When creating a tensor, you mark it as `requires_grad`:\n", " * `torch.zeros(5, requires_grad=True)`\n", " * `torch.tensor(np.arange(5), dtype=torch.float32, requires_grad=True)`\n", "* Define some differentiable `loss = arbitrary_function(a)`\n", "* Call `loss.backward()`\n", "* Gradients are now available as ```a.grad```\n", "\n", "__Here's an example:__ let's fit a linear regression on Boston house prices." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from sklearn.datasets import load_boston\n", "boston = load_boston()\n", "plt.scatter(boston.data[:, -1], boston.target)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "w = torch.zeros(1, requires_grad=True)\n", "b = torch.zeros(1, requires_grad=True)\n", "\n", "x = torch.tensor(boston.data[:, -1] / 10, dtype=torch.float32)\n", "y = torch.tensor(boston.target, dtype=torch.float32)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "y_pred = w * x + b\n", "loss = torch.mean((y_pred - y)**2)\n", "\n", "# propagate gradients\n", "loss.backward()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The gradients are now stored in `.grad` of those variables that require them." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dL/dw = \n", " tensor([-47.3514])\n", "dL/db = \n", " tensor([-45.0656])\n" ] } ], "source": [ "print(\"dL/dw = \\n\", w.grad)\n", "print(\"dL/db = \\n\", b.grad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you compute gradient from multiple losses, the gradients will add up at variables, therefore it's useful to __zero the gradients__ between iteratons." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "loss = 44.59417\n" ] } ], "source": [ "from IPython.display import clear_output\n", "\n", "for i in range(100):\n", " y_pred = w * x + b\n", " loss = torch.mean((y_pred - y)**2)\n", " loss.backward()\n", "\n", " w.data -= 0.05 * w.grad.data\n", " b.data -= 0.05 * b.grad.data\n", "\n", " # zero gradients\n", " w.grad.data.zero_()\n", " b.grad.data.zero_()\n", "\n", " # the rest of code is just bells and whistles\n", " if (i + 1) % 5 == 0:\n", " clear_output(True)\n", " plt.scatter(x.numpy(), y.numpy())\n", " plt.scatter(x.numpy(), y_pred.numpy(), color='orange', linewidth=5)\n", " plt.show()\n", "\n", " print(\"loss = \", loss.numpy())\n", " if loss.numpy() < 0.5:\n", " print(\"Done!\")\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Bonus quest__: try implementing and writing some nonlinear regression. You can try quadratic features or some trigonometry, or a simple neural network. The only difference is that now you have more variables and a more complicated `y_pred`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# High-level PyTorch\n", "\n", "So far we've been dealing with low-level PyTorch API. While it's absolutely vital for any custom losses or layers, building large neural nets in it is a bit clumsy.\n", "\n", "Luckily, there's also a high-level PyTorch interface with pre-defined layers, activations and training algorithms.\n", "\n", "We'll cover them as we go through a simple image recognition problem: classifying letters into __\"A\"__ vs __\"B\"__.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from notmnist import load_notmnist\n", "X_train, y_train, X_test, y_test = load_notmnist(letters='AB')\n", "X_train, X_test = X_train.reshape([-1, 784]), X_test.reshape([-1, 784])\n", "\n", "print(\"Train size = %i, test_size = %i\" % (len(X_train), len(X_test)))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in [0, 1]:\n", " plt.subplot(1, 2, i + 1)\n", " plt.imshow(X_train[i].reshape([28, 28]))\n", " plt.title(str(y_train[i]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start with layers. The main abstraction here is __`torch.nn.Module`__:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Base class for all neural network modules.\n", "\n", " Your models should also subclass this class.\n", "\n", " Modules can also contain other Modules, allowing to nest them in\n", " a tree structure. You can assign the submodules as regular attributes::\n", "\n", " import torch.nn as nn\n", " import torch.nn.functional as F\n", "\n", " class Model(nn.Module):\n", " def __init__(self):\n", " super(Model, self).__init__()\n", " self.conv1 = nn.Conv2d(1, 20, 5)\n", " self.conv2 = nn.Conv2d(20, 20, 5)\n", "\n", " def forward(self, x):\n", " x = F.relu(self.conv1(x))\n", " return F.relu(self.conv2(x))\n", "\n", " Submodules assigned in this way will be registered, and will have their\n", " parameters converted too when you call `.cuda()`, etc.\n", " \n" ] } ], "source": [ "from torch import nn\n", "import torch.nn.functional as F\n", "\n", "print(nn.Module.__doc__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There's a vast library of popular layers and architectures already built for ya'.\n", "\n", "This is a binary classification problem, so we'll train __Logistic Regression__.\n", "$$P(y_i | X_i) = \\sigma(W \\cdot X_i + b) ={ 1 \\over {1+e^{- [W \\cdot X_i + b]}} }$$\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# create a network that stacks layers on top of each other\n", "model = nn.Sequential()\n", "\n", "# add first \"dense\" layer with 784 input units and 1 output unit.\n", "model.add_module('l1', nn.Linear(784, 1))\n", "\n", "# add softmax activation for probabilities. Normalize over axis 1\n", "# note: layer names must be unique\n", "model.add_module('l2', nn.Sigmoid())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Weight shapes: [torch.Size([1, 784]), torch.Size([1])]\n" ] } ], "source": [ "print(\"Weight shapes:\", [w.shape for w in model.parameters()])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([ 0.4526, 0.4411, 0.5917])" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# create dummy data with 3 samples and 784 features\n", "x = torch.tensor(X_train[:3], dtype=torch.float32)\n", "y = torch.tensor(y_train[:3], dtype=torch.float32)\n", "\n", "# compute outputs given inputs, both are variables\n", "y_predicted = model(x)[:, 0]\n", "\n", "y_predicted # display what we've got" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's now define a loss function for our model.\n", "\n", "The natural choice is to use binary crossentropy (aka logloss, negative llh):\n", "$$ L = {1 \\over N} \\underset{X_i,y_i} \\sum - [ y_i \\cdot log P(y_i=1 | X_i) + (1-y_i) \\cdot log (1-P(y_i=1 | X_i)) ]$$\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "crossentropy = \n", "\n", "loss = \n", "\n", "assert tuple(crossentropy.size()) == (\n", " 3,), \"Crossentropy must be a vector with element per sample\"\n", "assert tuple(loss.size()) == tuple(\n", "), \"Loss must be scalar. Did you forget the mean/sum?\"\n", "assert loss.data.numpy() > 0, \"Crossentropy must non-negative, zero only for perfect prediction\"\n", "assert loss.data.numpy() <= np.log(\n", " 3), \"Loss is too large even for untrained model. Please double-check it.\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Note:__ you can also find many such functions in `torch.nn.functional`, just type __`F.`__." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Torch optimizers__\n", "\n", "When we trained Linear Regression above, we had to manually `.zero_()` gradients on both our variables. Imagine that code for a 50-layer network.\n", "\n", "Again, to keep it from getting dirty, there's `torch.optim` module with pre-implemented algorithms:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "opt = torch.optim.RMSprop(model.parameters(), lr=0.01)\n", "\n", "# here's how it's used:\n", "opt.zero_grad() # clear gradients\n", "loss.backward() # add new gradients\n", "opt.step() # change weights" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# dispose of old variables to avoid bugs later\n", "del x, y, y_predicted, loss, y_pred" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Putting it all together" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# create network again just in case\n", "model = nn.Sequential()\n", "model.add_module('first', nn.Linear(784, 1))\n", "model.add_module('second', nn.Sigmoid())\n", "\n", "opt = torch.optim.Adam(model.parameters(), lr=1e-3)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "step #0 | mean loss = 0.573\n", "step #10 | mean loss = 0.371\n", "step #20 | mean loss = 0.218\n", "step #30 | mean loss = 0.159\n", "step #40 | mean loss = 0.141\n", "step #50 | mean loss = 0.127\n", "step #60 | mean loss = 0.131\n", "step #70 | mean loss = 0.107\n", "step #80 | mean loss = 0.116\n", "step #90 | mean loss = 0.101\n" ] } ], "source": [ "history = []\n", "\n", "for i in range(100):\n", "\n", " # sample 256 random images\n", " ix = np.random.randint(0, len(X_train), 256)\n", " x_batch = torch.tensor(X_train[ix], dtype=torch.float32)\n", " y_batch = torch.tensor(y_train[ix], dtype=torch.float32)\n", "\n", " # predict probabilities\n", " y_predicted = \n", "\n", " assert y_predicted.dim(\n", " ) == 1, \"did you forget to select first column with [:, 0]\"\n", "\n", " # compute loss, just like before\n", " loss = \n", "\n", " # compute gradients\n", " \n", "\n", " # Adam step\n", " \n", "\n", " # clear gradients\n", " \n", "\n", " history.append(loss.data.numpy())\n", "\n", " if i % 10 == 0:\n", " print(\"step #%i | mean loss = %.3f\" % (i, np.mean(history[-10:])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Debugging tips:__\n", "* Make sure your model predicts probabilities correctly. Just print them and see what's inside.\n", "* Don't forget the _minus_ sign in the loss function! It's a mistake 99% people do at some point.\n", "* Make sure you zero-out gradients after each step. Seriously:)\n", "* In general, PyTorch's error messages are quite helpful, read 'em before you google 'em.\n", "* if you see nan/inf, print what happens at each iteration to find our where exactly it occurs.\n", " * If loss goes down and then turns nan midway through, try smaller learning rate. (Our current loss formula is unstable)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Evaluation\n", "\n", "Let's see how our model performs on test data" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Test accuracy: 0.96585\n" ] } ], "source": [ "# use your model to predict classes (0 or 1) for all test samples\n", "predicted_y_test = \n", "\n", "assert isinstance(predicted_y_test, np.ndarray), \"please return np array, not %s\" % type(\n", " predicted_y_test)\n", "assert predicted_y_test.shape == y_test.shape, \"please predict one class for each test sample\"\n", "assert np.in1d(predicted_y_test, y_test).all(), \"please predict class indexes\"\n", "\n", "accuracy = np.mean(predicted_y_test == y_test)\n", "\n", "print(\"Test accuracy: %.5f\" % accuracy)\n", "assert accuracy > 0.95, \"try training longer\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More about PyTorch:\n", "* Using torch on GPU and multi-GPU - [link](http://pytorch.org/docs/master/notes/cuda.html)\n", "* More tutorials on PyTorch - [link](http://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html)\n", "* PyTorch examples - a repo that implements many cool DL models in PyTorch - [link](https://github.com/pytorch/examples)\n", "* Practical PyTorch - a repo that implements some... other cool DL models... yes, in PyTorch - [link](https://github.com/spro/practical-pytorch)\n", "* And some more - [link](https://www.reddit.com/r/pytorch/comments/6z0yeo/pytorch_and_pytorch_tricks_for_kaggle/)\n", "\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Homework tasks\n", "\n", "There will be three tasks worth 2, 3 and 5 points respectively.\n", "If you get stuck with no progress, try switching to the next task and returning later." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Task I (2 points) - tensormancy\n", "\n", "![img](https://media.giphy.com/media/3o751UMCYtSrRAFRFC/giphy.gif)\n", "\n", "When dealing with more complex stuff like neural network, it's best if you use tensors the way samurai uses his sword.\n", "\n", "\n", "__1.1 The Cannabola__\n", "[(_disclaimer_)](https://gist.githubusercontent.com/justheuristic/e2c1fa28ca02670cabc42cacf3902796/raw/fd3d935cef63a01b85ed2790b5c11c370245cbd7/stddisclaimer.h)\n", "\n", "Let's write another function, this time in polar coordinates:\n", "$$\\rho(\\theta) = (1 + 0.9 \\cdot cos (8 \\cdot \\theta) ) \\cdot (1 + 0.1 \\cdot cos(24 \\cdot \\theta)) \\cdot (0.9 + 0.05 \\cdot cos(200 \\cdot \\theta)) \\cdot (1 + sin(\\theta))$$\n", "\n", "\n", "Then convert it into cartesian coordinates ([howto](http://www.mathsisfun.com/polar-cartesian-coordinates.html)) and plot the results.\n", "\n", "Use torch tensors only: no lists, loops, numpy arrays, etc." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "theta = torch.linspace(- np.pi, np.pi, steps=1000)\n", "\n", "# compute rho(theta) as per formula above\n", "rho = \n", "\n", "# Now convert polar (rho, theta) pairs into cartesian (x,y) to plot them.\n", "x = \n", "y = \n", "\n", "\n", "plt.figure(figsize=[6, 6])\n", "plt.fill(x.numpy(), y.numpy(), color='green')\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Task II: The Game of Life (3 points)\n", "\n", "Now it's time for you to make something more challenging. We'll implement Conway's [Game of Life](http://web.stanford.edu/~cdebs/GameOfLife/) in _pure PyTorch_.\n", "\n", "While this is still a toy task, implementing game of life this way has one cool benefit: __you'll be able to run it on GPU!__ Indeed, what could be a better use of your GPU than simulating Game of Life on 1M/1M grids?\n", "\n", "![img](https://cdn.tutsplus.com/gamedev/authors/legacy/Stephane%20Beniak/2012/09/11/Preview_Image.png)\n", "If you've skipped the URL above out of sloth, here's the Game of Life:\n", "* You have a 2D grid of cells, where each cell is \"alive\"(1) or \"dead\"(0)\n", "* Any living cell that has 2 or 3 neighbors survives, else it dies [0,1 or 4+ neighbors]\n", "* Any cell with exactly 3 neighbors becomes alive (if it was dead)\n", "\n", "For this task, you are given a reference NumPy implementation that you must convert to PyTorch.\n", "_[NumPy code inspired by: https://github.com/rougier/numpy-100]_\n", "\n", "\n", "__Note:__ You can find convolution in `torch.nn.functional.conv2d(Z,filters)`. Note that it has a different input format.\n", "\n", "__Note 2:__ From the mathematical standpoint, PyTorch convolution is actually cross-correlation. Those two are very similar operations. More info: [video tutorial](https://www.youtube.com/watch?v=C3EEy8adxvc), [scipy functions review](http://programmerz.ru/questions/26903/2d-convolution-in-python-similar-to-matlabs-conv2-question), [stack overflow source](https://stackoverflow.com/questions/31139977/comparing-matlabs-conv2-with-scipys-convolve2d)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from scipy.signal import correlate2d\n", "\n", "def np_update(Z):\n", " # Count neighbours with convolution\n", " filters = np.array([[1, 1, 1],\n", " [1, 0, 1],\n", " [1, 1, 1]])\n", "\n", " N = correlate2d(Z, filters, mode='same')\n", "\n", " # Apply rules\n", " birth = (N == 3) & (Z == 0)\n", " survive = ((N == 2) | (N == 3)) & (Z == 1)\n", "\n", " Z[:] = birth | survive\n", " return Z" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def torch_update(Z):\n", " \"\"\"\n", " Implement an update function that does to Z exactly the same as np_update.\n", " :param Z: torch.FloatTensor of shape [height,width] containing 0s(dead) an 1s(alive)\n", " :returns: torch.FloatTensor Z after updates.\n", "\n", " You can opt to create a new tensor or change Z inplace.\n", " \"\"\"\n", "\n", " \n", "\n", " return Z" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# initial frame\n", "Z_numpy = np.random.choice([0, 1], p=(0.5, 0.5), size=(100, 100))\n", "Z = torch.from_numpy(Z_numpy).type(torch.FloatTensor)\n", "\n", "# your debug polygon :)\n", "Z_new = torch_update(Z.clone())\n", "\n", "# tests\n", "Z_reference = np_update(Z_numpy.copy())\n", "assert np.all(Z_new.numpy() == Z_reference), \\\n", " \"your PyTorch implementation doesn't match np_update. Look into Z and np_update(ZZ) to investigate.\"\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%matplotlib notebook\n", "plt.ion()\n", "\n", "# initialize game field\n", "Z = np.random.choice([0, 1], size=(100, 100))\n", "Z = torch.from_numpy(Z).type(torch.FloatTensor)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "fig.show()\n", "\n", "for _ in range(100):\n", " # update\n", " Z = torch_update(Z)\n", "\n", " # re-draw image\n", " ax.clear()\n", " ax.imshow(Z.numpy(), cmap='gray')\n", " fig.canvas.draw()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Some fun setups for your amusement\n", "\n", "# parallel stripes\n", "Z = np.arange(100) % 2 + np.zeros([100, 100])\n", "# with a small imperfection\n", "Z[48:52, 50] = 1\n", "\n", "Z = torch.from_numpy(Z).type(torch.FloatTensor)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "fig.show()\n", "\n", "for _ in range(100):\n", " Z = torch_update(Z)\n", " ax.clear()\n", " ax.imshow(Z.numpy(), cmap='gray')\n", " fig.canvas.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More fun with Game of Life: [video](https://www.youtube.com/watch?v=C2vgICfQawE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Task III: Going deeper (5 points)\n", "\n", "Your ultimate task for this week is to build your first neural network [almost] from scratch and pure PyTorch.\n", "\n", "This time you will solve the same digit recognition problem, but at a larger scale\n", "\n", "* 10 different letters\n", "* 20k samples\n", "\n", "We want you to build a network that reaches at least 80% accuracy and has at least 2 linear layers in it. Naturally, it should be nonlinear to beat logistic regression.\n", "\n", "With 10 classes you will need to use __Softmax__ at the top instead of sigmoid and train using __categorical crossentropy__ (see [here](http://wiki.fast.ai/index.php/Log_Loss)). Write your own loss or use `torch.nn.functional.nll_loss`. Just make sure you understand what it accepts as input.\n", "\n", "Note that you are not required to build 152-layer monsters here. A 2-layer (one hidden, one output) neural network should already give you an edge over logistic regression.\n", "\n", "\n", "__[bonus kudos]__\n", "If you've already beaten logistic regression with a two-layer net, but enthusiasm still ain't gone, you can try improving the test accuracy even further! It should be possible to reach 90% without convnets.\n", "\n", "__SPOILERS!__\n", "At the end of the notebook you will find a few tips and frequent errors.\n", "If you feel confident enough, just start coding right away and get there ~~if~~ once you need to untangle yourself." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from notmnist import load_notmnist\n", "X_train, y_train, X_test, y_test = load_notmnist(letters='ABCDEFGHIJ')\n", "X_train, X_test = X_train.reshape([-1, 784]), X_test.reshape([-1, 784])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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x7XOgqbqMNV/Yg6uqXwqlN9f3tz8atXybxKyvQuZxtDkPISa/+e+zrqBvDnKv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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "plt.figure(figsize=[12, 4])\n", "for i in range(20):\n", " plt.subplot(2, 10, i+1)\n", " plt.imshow(X_train[i].reshape([28, 28]))\n", " plt.title(str(y_train[i]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "











" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# SPOILERS!\n", "\n", "Recommended pipeline:\n", "\n", "* Adapt logistic regression from previous assignment to classify one letter against others (e.g. A vs the rest)\n", "* Generalize it to multiclass logistic regression.\n", " - Either try to remember lecture 0 or google it.\n", " - Instead of weight vector you'll have to use matrix (feature_id x class_id)\n", " - Softmax (exp over sum of exps) can be implemented manually or as `nn.Softmax` (layer) or `F.softmax` (function)\n", " - Probably better to use STOCHASTIC gradient descent (minibatch) for greater speed\n", " - You can also try momentum/rmsprop/adawhatever\n", " - in which case the dataset should probably be shuffled (or use random subsamples on each iteration)\n", "* Add a hidden layer. Now your logistic regression uses hidden neurons instead of inputs.\n", " - Hidden layer uses the same math as output layer (ex-logistic regression), but uses some nonlinearity (e.g. sigmoid) instead of softmax\n", " - You need to train both layers, not just the output layer :)\n", " - 50 hidden neurons and a sigmoid nonlinearity will do for a start. Many ways to improve.\n", " - In ideal case this totals to 2 `torch.matmul`'s, 1 softmax and 1 ReLU/sigmoid\n", " - __Make sure this neural network works better than logistic regression!__\n", "\n", "* Now's the time to try improving the network. Consider layers (size, neuron count), nonlinearities, optimization methods, initialization — whatever you want, but please avoid convolutions for now.\n", "\n", "* If anything seems wrong, try going through one step of training and printing everything you compute.\n", "* If you see NaNs midway through optimization, you can estimate $\\log P(y \\mid x)$ as `F.log_softmax(layer_before_softmax)`." ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week04_[recap]_deep_learning/seminar_tensorflow.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Down the rabbit hole with Tensorflow\n", "\n", "In this seminar, we're going to play with [Tensorflow](https://www.tensorflow.org/) and see how it helps you build deep learning models.\n", "\n", "If you're running this notebook outside the course environment, you'll need to install Tensorflow v1:\n", "* `pip install tensorflow==1.15.2` should install CPU-only TF on Linux & Mac OS\n", "* If you want GPU support from the onset, see the [TF install page](https://www.tensorflow.org/install/). `pip install tensorflow-gpu==1.15.2` might or might not work." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules:\n", " %tensorflow_version 1.x\n", " \n", " if not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_[recap]_deep_learning/mnist.py\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "\n", "# session is main tensorflow object. You ask session to compute stuff for you.\n", "sess = tf.InteractiveSession()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Warming up\n", "For starters, let's implement a python function that computes the sum of squares of numbers from 0 to N-1.\n", "* Use numpy or python\n", "* An array of numbers 0 to N - numpy.arange(N)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def sum_squares(N):\n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%%time\n", "sum_squares(10**8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Same with tensorflow__" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# \"i will insert N here later\"\n", "N = tf.placeholder('int64', name=\"input_to_your_function\")\n", "\n", "# a recipe on how to produce {sum of squares of arange of N} given N\n", "result = tf.reduce_sum((tf.range(N)**2))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%%time\n", "\n", "# dear session, compute the result please. Here's your N.\n", "print(sess.run(result, {N: 10**8}))\n", "\n", "# hint: run it several times to let tensorflow \"warm up\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# How it works: computation graphs\n", "\n", "\n", "1. create placeholders for future inputs;\n", "2. define symbolic graph: a recipe for mathematical transformation of those placeholders;\n", "3. compute outputs of your graph with particular values for each placeholder\n", " * ```sess.run(outputs, {placeholder1:value1, placeholder2:value2})```\n", " * OR output.eval({placeholder:value}) \n", "\n", "Still confused? We gonna fix that." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Placeholders and constants__" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# placeholder that can be arbitrary float32 scalar, vertor, matrix, etc.\n", "arbitrary_input = tf.placeholder('float32')\n", "\n", "# input vector of arbitrary length\n", "input_vector = tf.placeholder('float32', shape=(None,))\n", "\n", "# input vector that _must_ have 10 elements and integer type\n", "fixed_vector = tf.placeholder('int32', shape=(10,))\n", "\n", "# you can generally use None whenever you don't need a specific shape\n", "input1 = tf.placeholder('float64', shape=(None, 100, None))\n", "input2 = tf.placeholder('int32', shape=(None, None, 3, 224, 224))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can create new __tensors__ with arbitrary operations on placeholders, constants and other tensors.\n", "\n", "* tf.reduce_sum(tf.arange(N)\\**2) are 3 sequential transformations of placeholder N\n", "* there's a tensorflow symbolic version for every numpy function\n", " * `a + b, a / b, a ** b, ...` behave just like in numpy\n", " * np.zeros -> tf.zeros\n", " * np.sin -> tf.sin\n", " * np.mean -> tf.reduce_mean\n", " * np.arange -> tf.range\n", " \n", "There are tons of other stuff in tensorflow, see the [docs](https://www.tensorflow.org/api_docs/python) or learn as you go with __shift+tab__." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# elementwise multiplication\n", "double_the_vector = input_vector * 2\n", "\n", "# elementwise cosine\n", "elementwise_cosine = tf.cos(input_vector)\n", "\n", "# elementwise difference between squared vector and it's means - with some random salt\n", "vector_squares = input_vector ** 2 - \\\n", " tf.reduce_mean(input_vector) + tf.random_normal(tf.shape(input_vector))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Practice 1: polar pretzels\n", "_inspired by [this post](https://www.quora.com/What-are-the-most-interesting-equation-plots)_\n", "\n", "There are some simple mathematical functions with cool plots. For one, consider this:\n", "\n", "$$ x(t) = t - 1.5 * cos( 15 t) $$\n", "$$ y(t) = t - 1.5 * sin( 16 t) $$\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "t = tf.placeholder('float32')\n", "\n", "\n", "# compute x(t) and y(t) as defined above.\n", "x = \n", "y = \n", "\n", "\n", "x_points, y_points = sess.run([x, y], {t: np.linspace(-10, 10, num=10000)})\n", "plt.plot(x_points, y_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualizing graphs with Tensorboard\n", "\n", "It's often useful to visualize the computation graph when debugging or optimizing. \n", "Interactive visualization is where tensorflow really shines as compared to other frameworks. \n", "\n", "There's a special instrument for that, called Tensorboard. You can launch it from console:\n", "\n", "__```tensorboard --logdir=/tmp/tboard --port=7007```__\n", "\n", "If you're pathologically afraid of consoles, try this:\n", "\n", "__```import os; os.system(\"tensorboard --logdir=/tmp/tboard --port=7007 &\")```__\n", "\n", "_(but don't tell anyone we taught you that)_" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One basic functionality of tensorboard is drawing graphs. One you've run the cell above, go to `localhost:7007` in your browser and switch to _graphs_ tab in the topbar. \n", "\n", "Here's what you should see:\n", "\n", "\n", "\n", "Tensorboard also allows you to draw graphs (e.g. learning curves), record images & audio ~~and play flash games~~. This is useful when monitoring learning progress and catching some training issues.\n", "\n", "One researcher said:\n", "```\n", "If you spent last four hours of your worktime watching as your algorithm prints numbers and draws figures, you're probably doing deep learning wrong.\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can read more on tensorboard usage [here](https://www.tensorflow.org/get_started/graph_viz)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Practice 2: mean squared error\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Quest #1 - implement a function that computes a mean squared error of two input vectors\n", "# Your function has to take 2 vectors and return a single number\n", "\n", "\n", "\n", "mse = \n", "\n", "compute_mse = lambda vector1, vector2: sess.run( , {})" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Tests\n", "from sklearn.metrics import mean_squared_error\n", "\n", "for n in [1, 5, 10, 10 ** 3]:\n", "\n", " elems = [np.arange(n), np.arange(n, 0, -1), np.zeros(n),\n", " np.ones(n), np.random.random(n), np.random.randint(100, size=n)]\n", "\n", " for el in elems:\n", " for el_2 in elems:\n", " true_mse = np.array(mean_squared_error(el, el_2))\n", " my_mse = compute_mse(el, el_2)\n", " if not np.allclose(true_mse, my_mse):\n", " print('Wrong result:')\n", " print('mse(%s,%s)' % (el, el_2))\n", " print(\"should be: %f, but your function returned %f\" %\n", " (true_mse, my_mse))\n", " raise ValueError, \"Что-то не так\"\n", "\n", "print(\"All tests passed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Tensorflow variables\n", "\n", "The inputs and transformations have no value outside function call. That's a bit unnatural if you want your model to have parameters (e.g. network weights) that are always present, but can change their value over time.\n", "\n", "Tensorflow solves this with `tf.Variable` objects.\n", "* You can assign variable a value at any time in your graph\n", "* Unlike placeholders, there's no need to explicitly pass values to variables when `sess.run(...)`-ing\n", "* You can use variables the same way you use transformations \n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# creating shared variable\n", "shared_vector_1 = tf.Variable(initial_value=np.ones(5))\n", "\n", "# initialize all variables with initial values\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# evaluating shared variable (outside symbolicd graph)\n", "print(\"initial value\", sess.run(shared_vector_1))\n", "\n", "# within symbolic graph you use them just as any other inout or transformation, not \"get value\" needed" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# setting new value manually\n", "sess.run(shared_vector_1.assign(np.arange(5)))\n", "\n", "# getting that new value\n", "print(\"new value\", sess.run(shared_vector_1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# tf.gradients - why graphs matter\n", "* Tensorflow can compute derivatives and gradients automatically using the computation graph\n", "* Gradients are computed as a product of elementary derivatives via chain rule:\n", "\n", "$$ {\\partial f(g(x)) \\over \\partial x} = {\\partial f(g(x)) \\over \\partial g(x)}\\cdot {\\partial g(x) \\over \\partial x} $$\n", "\n", "It can get you the derivative of any graph as long as it knows how to differentiate elementary operations" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "my_scalar = tf.placeholder('float32')\n", "\n", "scalar_squared = my_scalar ** 2\n", "\n", "# a derivative of scalar_squared by my_scalar\n", "derivative = tf.gradients(scalar_squared, [my_scalar])[0]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "x = np.linspace(-3, 3)\n", "x_squared, x_squared_der = sess.run(\n", " [scalar_squared, derivative], {my_scalar: x})\n", "\n", "plt.plot(x, x_squared, label=\"x^2\")\n", "plt.plot(x, x_squared_der, label=\"derivative\")\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Why autograd is cool" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "my_vector = tf.placeholder('float32', [None])\n", "\n", "# Compute the gradient of the next weird function over my_scalar and my_vector\n", "# warning! Trying to understand the meaning of that function may result in permanent brain damage\n", "\n", "weird_psychotic_function = tf.reduce_mean((my_vector+my_scalar)**(1+tf.nn.moments(my_vector, [0])[1]) + 1. / tf.atan(my_scalar))/(my_scalar**2 + 1) + 0.01*tf.sin(\n", " 2*my_scalar**1.5)*(tf.reduce_sum(my_vector) * my_scalar**2)*tf.exp((my_scalar-4)**2)/(1+tf.exp((my_scalar-4)**2))*(1.-(tf.exp(-(my_scalar-4)**2))/(1+tf.exp(-(my_scalar-4)**2)))**2\n", "\n", "der_by_scalar = \n", "der_by_vector = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Plotting your derivative\n", "scalar_space = np.linspace(1, 7, 100)\n", "\n", "y = [\n", " sess.run(weird_psychotic_function, {my_scalar: x, my_vector: [1, 2, 3]})\n", " for x in scalar_space]\n", "\n", "plt.plot(scalar_space, y, label='function')\n", "\n", "y_der_by_scalar = [\n", " sess.run(der_by_scalar, {my_scalar: x, my_vector: [1, 2, 3]})\n", " for x in scalar_space]\n", "\n", "plt.plot(scalar_space, y_der_by_scalar, label='derivative')\n", "plt.grid()\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Almost done - optimizers\n", "\n", "While you can perform gradient descent by hand with automatic grads from above, tensorflow also has some optimization methods implemented for you. Recall momentum & rmsprop?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "y_guess = tf.Variable(np.zeros(2, dtype='float32'))\n", "y_true = tf.range(1, 3, dtype='float32')\n", "\n", "loss = tf.reduce_mean((y_guess - y_true + tf.random_normal([2]))**2)\n", "\n", "optimizer = tf.train.MomentumOptimizer(\n", " 0.01, 0.9).minimize(loss, var_list=y_guess)\n", "\n", "# same, but more detailed:\n", "# updates = [[tf.gradients(loss,y_guess)[0], y_guess]]\n", "# optimizer = tf.train.MomentumOptimizer(0.01,0.9).apply_gradients(updates)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "\n", "sess.run(tf.global_variables_initializer())\n", "\n", "guesses = [sess.run(y_guess)]\n", "\n", "for _ in range(100):\n", " sess.run(optimizer)\n", " guesses.append(sess.run(y_guess))\n", "\n", " clear_output(True)\n", " plt.plot(*zip(*guesses), marker='.')\n", " plt.scatter(*sess.run(y_true), c='red')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Logistic regression example\n", "Implement the regular logistic regression training algorithm\n", " \n", "We shall train on a two-class MNIST dataset. \n", "\n", "This is a binary classification problem, so we'll train a __Logistic Regression with sigmoid__.\n", "$$P(y_i | X_i) = \\sigma(W \\cdot X_i + b) ={ 1 \\over {1+e^{- [W \\cdot X_i + b]}} }$$\n", "\n", "\n", "The natural choice of loss function is to use binary crossentropy (aka logloss, negative llh):\n", "$$ L = {1 \\over N} \\underset{X_i,y_i} \\sum - [ y_i \\cdot log P(y_i | X_i) + (1-y_i) \\cdot log (1-P(y_i | X_i)) ]$$\n", "\n", "Mind the minus :)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.datasets import load_digits\n", "X, y = load_digits(2, return_X_y=True)\n", "\n", "print(\"y [shape - %s]:\" % (str(y.shape)), y[:10])\n", "print(\"X [shape - %s]:\" % (str(X.shape)))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print('X:\\n', X[:3, :10])\n", "print('y:\\n', y[:10])\n", "plt.imshow(X[0].reshape([8, 8]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# inputs and shareds\n", "weights = \n", "input_X = \n", "input_y = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "predicted_y_proba = \n", "\n", "loss = \n", "\n", "train_step = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.model_selection import train_test_split\n", "X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=42)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.metrics import roc_auc_score\n", "\n", "for i in range(5):\n", "\n", " loss_i, _ = sess.run([loss, train_step], )\n", "\n", " print(\"loss at iter %i: %.4f\" % (i, loss_i))\n", "\n", " print(\"train auc:\", roc_auc_score(\n", " y_train, sess.run(predicted_y_proba, {input_X: X_train})))\n", " print(\"test auc:\", roc_auc_score(\n", " y_test, sess.run(predicted_y_proba, {input_X: X_test})))\n", "\n", "\n", "print(\"resulting weights:\")\n", "plt.imshow(weights.get_value().reshape(8, -1))\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Practice 3: my first tensorflow network\n", "Your ultimate task for this week is to build your first neural network [almost] from scratch and pure tensorflow.\n", "\n", "This time you will same digit recognition problem, but at a larger scale\n", "* images are now 28x28\n", "* 10 different digits\n", "* 50k samples\n", "\n", "Note that you are not required to build 152-layer monsters here. A 2-layer (one hidden, one output) NN should already have ive you an edge over logistic regression.\n", "\n", "__[bonus score]__\n", "If you've already beaten logistic regression with a two-layer net, but enthusiasm still ain't gone, you can try improving the test accuracy even further! The milestones would be 95%/97.5%/98.5% accuraсy on test set.\n", "\n", "__SPOILER!__\n", "At the end of the notebook you will find a few tips and frequently made mistakes. If you feel enough might to shoot yourself in the foot without external assistance, we encourage you to do so, but if you encounter any unsurpassable issues, please do look there before mailing us." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from mnist import load_dataset\n", "\n", "# [down]loading the original MNIST dataset.\n", "# Please note that you should only train your NN on _train sample,\n", "# _val can be used to evaluate out-of-sample error, compare models or perform early-stopping\n", "# _test should be hidden under a rock untill final evaluation... But we both know it is near impossible to catch you evaluating on it.\n", "X_train, y_train, X_val, y_val, X_test, y_test = load_dataset()\n", "\n", "print(X_train.shape, y_train.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plt.imshow(X_train[0, 0])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "\n", "# SPOILERS!\n", "\n", "Recommended pipeline\n", "\n", "* Adapt logistic regression from previous assignment to classify some number against others (e.g. zero vs nonzero)\n", "* Generalize it to multiclass logistic regression.\n", " - Either try to remember lecture 0 or google it.\n", " - Instead of weight vector you'll have to use matrix (feature_id x class_id)\n", " - softmax (exp over sum of exps) can implemented manually or as T.nnet.softmax (stable)\n", " - probably better to use STOCHASTIC gradient descent (minibatch)\n", " - in which case sample should probably be shuffled (or use random subsamples on each iteration)\n", "* Add a hidden layer. Now your logistic regression uses hidden neurons instead of inputs.\n", " - Hidden layer uses the same math as output layer (ex-logistic regression), but uses some nonlinearity (sigmoid) instead of softmax\n", " - You need to train both layers, not just output layer :)\n", " - Do not initialize layers with zeros (due to symmetry effects). A gaussian noize with small sigma will do.\n", " - 50 hidden neurons and a sigmoid nonlinearity will do for a start. Many ways to improve. \n", " - In ideal casae this totals to 2 .dot's, 1 softmax and 1 sigmoid\n", " - __make sure this neural network works better than logistic regression__\n", " \n", "* Now's the time to try improving the network. Consider layers (size, neuron count), nonlinearities, optimization methods, initialization - whatever you want, but please avoid convolutions for now." ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week04_approx_rl/README.md ================================================ ## Materials * [__slides__](https://github.com/yandexdataschool/Practical_RL/files/15286337/ysda_practical_rl_lecture_04.pdf) * Our [lecture](https://yadi.sk/i/Gd9yWV1dpuB7BQ), [seminar](https://yadi.sk/i/mvtKAIRN2yKU2g) (russian) * [__seminar slides__](https://yadi.sk/i/B89gXClSpmYZKw) * David Silver lecture - [video](https://www.youtube.com/watch?v=UoPei5o4fps) * More practical and less theoretical lecture from MIT 6.S191 - [video](https://www.youtube.com/watch?v=xWe58WGWmlk) * Understanding approximate q-learning - [url](https://danieltakeshi.github.io/2016/10/31/going-deeper-into-reinforcement-learning-understanding-q-learning-and-linear-function-approximation/) * Karpathy's post on approximate RL - [url](http://karpathy.github.io/2016/05/31/rl/) ## More materials * __[recommended]__ How to _actually_ do deep reinforcement learning by J. Schulman - [pdf](http://rll.berkeley.edu/deeprlcourse/docs/nuts-and-bolts.pdf) * __[recommended]__ [Spinning up](https://spinningup.openai.com/en/latest/) - a massive repository of deep RL knowledge * __[recommended]__ A table of collateral effects of reinforcement learning in games - [table](https://docs.google.com/spreadsheets/d/e/2PACX-1vRPiprOaC3HsCf5Tuum8bRfzYUiKLRqJmbOoC-32JorNdfyTiRRsR7Ea5eWtvsWzuxo8bjOxCG84dAg/pubhtml?fbclid=IwAR114qpVxlzU8vO8BiMRbpPKUIci8sHsOoUZ16-_0yVtABr6AW1-AZKFXWg) * DQN and modiffications - lecture by J. Schulman - [video](https://www.youtube.com/watch?v=h1-pj4Y9-kM) * * interactive demos in your browser: [demo1](http://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html)(karpathy), [demo2](http://janhuenermann.com/projects/learning-to-drive)(Hünermann) * Reinforcement learning architectures list - [repo](https://github.com/5vision/deep-reinforcement-learning-networks) * Article on dueling DQN - [arxiv](https://arxiv.org/pdf/1511.06581.pdf) * Article on double DQN - [arxiv](https://arxiv.org/abs/1509.06461) * Article on prioritized experience replay - [arxiv](https://arxiv.org/abs/1511.05952) * Article on Rainbow: Combining Improvements in Deep Reinforcement Learning - [arxiv](https://arxiv.org/abs/1710.02298) * Article on bootstrap DQN - [pdf](https://papers.nips.cc/paper/6501-deep-exploration-via-bootstrapped-dqn.pdf), [summary](http://pemami4911.github.io/paper-summaries/2016/08/16/Deep-exploration.html) * Article on asynchronuous methods in deep RL - [arxiv](https://arxiv.org/abs/1602.01783) * Successor representations for reinforcement learning - [article](https://arxiv.org/abs/1606.02396), [video](https://www.youtube.com/watch?v=kNqXCn7K-BM&feature=youtu.be) * Video on asynchronuous methods (Mnih) - [video](https://www.youtube.com/watch?v=9sx1_u2qVhQ) * An overview of deep reinforcement learning - [arxiv](https://arxiv.org/pdf/1701.07274v1.pdf) ## DQN tutorials * [in pytorch] A great series starting from simple DQN to all the cool new stuff - [url](https://github.com/higgsfield/RL-Adventure) * A guide to deep RL from ~scratch (nervana blog) - [url](https://www.nervanasys.com/demystifying-deep-reinforcement-learning/) * Building deep q-network from ~scratch (blog) - [url](https://jaromiru.com/2016/09/27/lets-make-a-dqn-theory/) * Another guide guide to DQN from ~scratch (blog) - [url](https://rubenfiszel.github.io/posts/rl4j/2016-08-24-Reinforcement-Learning-and-DQN.html) ## Practice * Seminar: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week04_approx_rl/seminar_pytorch.ipynb) * Homework (main): [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week04_approx_rl/homework_pytorch_main.ipynb#scrollTo=KVvvo7k_ap8w) * Homework (debug): [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week04_approx_rl/homework_pytorch_debug.ipynb#scrollTo=KVvvo7k_ap8w) From now on, we have two tracks, for pytorch and tensorflow. However, pytorch track is somewhat better supported by the course team. You can choose whichever track you want, but unless you're expertly familiar with your framework, we recommend you to start by completing the task in pytorch and only then reproduce your solution in your chosen framework. Begin with `seminar_.ipynb` and then proceed with `homework_.ipynb`. __Note: you're not required to submit assignments in all three frameworks. Pick one and go with it. Maybe switch it occasionally if you want more challenge.__ ================================================ FILE: week04_approx_rl/dqn/__init__.py ================================================ ================================================ FILE: week04_approx_rl/dqn/analysis.py ================================================ from __future__ import annotations from collections.abc import Reversible import numpy as np def play_and_log_episode(env, agent, t_max=10000): """ Plays an episode using the greedy policy and logs for each timestep: - state - qvalues (estimated by the agent) - actions - rewards Also logs: - the final (usually termo=inal) state. - whether the episode was terminated Uses the greedy policy. """ assert t_max > 0, t_max states = [] qvalues_all = [] actions = [] rewards = [] s, _ = env.reset() for step in range(t_max): s = np.array(s) states.append(s) qvalues = agent.get_qvalues(s[None])[0] qvalues_all.append(qvalues) action = np.argmax(qvalues) actions.append(action) s, r, terminated, truncated, _ = env.step(action) rewards.append(r) if terminated or truncated: break states.append(s) # the last state return_pack = { "states": np.array(states), "qvalues": np.array(qvalues_all), "actions": np.array(actions), "rewards": np.array(rewards), "episode_finished": terminated, } return return_pack ================================================ FILE: week04_approx_rl/dqn/atari_wrappers.py ================================================ # taken from stable_baselines3. from gymnasium import Wrapper class FireResetEnv(Wrapper): def __init__(self, env): """Take action on reset for environments that are fixed until firing.""" super().__init__(env) assert env.unwrapped.get_action_meanings()[1] == "FIRE" assert len(env.unwrapped.get_action_meanings()) >= 3 def reset(self, **kwargs): self.env.reset(**kwargs) obs, _, terminated, truncated, _ = self.env.step(1) if terminated or truncated: self.env.reset(**kwargs) obs, _, terminated, truncated, _ = self.env.step(2) if terminated or truncated: self.env.reset(**kwargs) return obs, {} class EpisodicLifeEnv(Wrapper): def __init__(self, env): """Make end-of-life == end-of-episode, but only reset on true game over. Done by DeepMind for the DQN and co. since it helps value estimation. """ super().__init__(env) self.lives = 0 self.was_real_done = True def step(self, action): obs, reward, terminated, truncated, info = self.env.step(action) self.was_real_done = terminated or truncated # check current lives, make loss of life terminal, # then update lives to handle bonus lives lives = self.env.unwrapped.ale.lives() if lives < self.lives and lives > 0: # for Qbert sometimes we stay in lives == 0 condition for a few frames # so it's important to keep lives > 0, so that we only reset once # the environment advertises done. terminated = True self.lives = lives return obs, reward, terminated, truncated, info def reset(self, **kwargs): """Reset only when lives are exhausted. This way all states are still reachable even though lives are episodic, and the learner need not know about any of this behind-the-scenes. """ if self.was_real_done: obs, info = self.env.reset(**kwargs) else: # no-op step to advance from terminal/lost life state obs, _, terminated, truncated, info = self.env.step(0) # The no-op step can lead to a game over, so we need to check it again # to see if we should reset the environment and avoid the # monitor.py `RuntimeError: Tried to step environment that needs reset` if terminated or truncated: obs, info = self.env.reset(**kwargs) self.lives = self.env.unwrapped.ale.lives() return obs, info ================================================ FILE: week04_approx_rl/dqn/logger.py ================================================ import matplotlib.pyplot as plt from torch.utils.tensorboard import SummaryWriter import numpy as np class Logger: def __init__(self, use_tensorboard=True, log_dir='runs'): """ Initializes the Logger. :param use_tensorboard: If True, logs will be sent to TensorBoard. :param log_dir: Directory where TensorBoard logs are saved. """ self.use_tensorboard = use_tensorboard if self.use_tensorboard: self.writer = SummaryWriter(log_dir=log_dir) else: # Initialize lists to store history for matplotlib self.mean_rw_history = [] self.td_loss_history = [] self.grad_norm_history = [] self.initial_state_v_history = [] def log_loss(self, loss, step): if self.use_tensorboard: self.writer.add_scalar("Loss", loss, step) else: self.td_loss_history.append(loss) def log_grad_norm(self, grad_norm, step): if self.use_tensorboard: self.writer.add_scalar("Grad Norm", grad_norm, step) else: self.grad_norm_history.append(grad_norm) def log_mean_reward(self, mean_reward, step): if self.use_tensorboard: self.writer.add_scalar("Mean Reward per Life", mean_reward, step) else: self.mean_rw_history.append(mean_reward) def log_initial_state_v(self, initial_v, step): if self.use_tensorboard: self.writer.add_scalar("Initial State V", initial_v, step) else: self.initial_state_v_history.append(initial_v) def plot(self): if not self.use_tensorboard: plt.figure(figsize=[16, 9]) plt.subplot(2, 2, 1) plt.title("Mean Reward per Episode") plt.plot(self.mean_rw_history, label='Mean Reward') plt.legend() plt.grid() plt.subplot(2, 2, 2) plt.title("TD Loss History") plt.plot(self.td_loss_history, label='TD Loss') plt.legend() plt.grid() plt.subplot(2, 2, 3) plt.title("Initial State V") plt.plot(self.initial_state_v_history, label='Initial State V') plt.legend() plt.grid() plt.subplot(2, 2, 4) plt.title("Grad Norm History") plt.plot(self.grad_norm_history, label='Grad Norm') plt.legend() plt.grid() plt.tight_layout() plt.show() def close(self): if self.use_tensorboard: self.writer.close() ================================================ FILE: week04_approx_rl/dqn/replay_buffer.py ================================================ # This code is shamelessly stolen from # https://github.com/openai/baselines/blob/master/baselines/deepq/replay_buffer.py import numpy as np import random class ReplayBuffer(object): def __init__(self, size): """Create Replay buffer. Parameters ---------- size: int Max number of transitions to store in the buffer. When the buffer overflows the old memories are dropped. """ self._storage = [] self._maxsize = size self._next_idx = 0 def __len__(self): return len(self._storage) def add(self, obs_t, action, reward, obs_tp1, done): data = (obs_t, action, reward, obs_tp1, done) if self._next_idx >= len(self._storage): self._storage.append(data) else: self._storage[self._next_idx] = data self._next_idx = (self._next_idx + 1) % self._maxsize def _encode_sample(self, idxes): obses_t, actions, rewards, obses_tp1, dones = [], [], [], [], [] for i in idxes: data = self._storage[i] obs_t, action, reward, obs_tp1, done = data obses_t.append(np.array(obs_t, copy=False)) actions.append(np.array(action, copy=False)) rewards.append(reward) obses_tp1.append(np.array(obs_tp1, copy=False)) dones.append(done) return ( np.array(obses_t), np.array(actions), np.array(rewards), np.array(obses_tp1), np.array(dones), ) def sample(self, batch_size): """Sample a batch of experiences. Parameters ---------- batch_size: int How many transitions to sample. Returns ------- obs_batch: np.array batch of observations act_batch: np.array batch of actions executed given obs_batch rew_batch: np.array rewards received as results of executing act_batch next_obs_batch: np.array next set of observations seen after executing act_batch done_mask: np.array done_mask[i] = 1 if executing act_batch[i] resulted in the end of an episode and 0 otherwise. """ idxes = [random.randint(0, len(self._storage) - 1) for _ in range(batch_size)] return self._encode_sample(idxes) class LazyFramesVectorReplayBuffer(ReplayBuffer): """ ReplayBuffer for vectorized environments, which are wrapped into FrameBuffers. If an environment is first wrapped into a FrameBuffer and then vectorized, then the resulting VecEnv will not use LazyFrames, but it will directly use np.ndarrays, thus greatly increasing RAM consumption by the buffer. Instead, we first vectorize an environment and only then wrap in into FrameBuffers. It's not as convenient, but it keeps the advantage in memory from LazyFrames. So, observations and next_obervations are stored as LazyFrames of shape (n_frames, n_envs, ...) actions, rewards and dones are stored as np.ndarrays of shape (n_envs,). """ # (n_frames, n_envs, *) def _encode_sample(self, idxes): """ For each index in idxes samples a (s, a, r, s', done) transition from a randomly chosen environment of the corresponding VecEnv. """ obses_t, actions, rewards, obses_tp1, dones = [], [], [], [], [] for i in idxes: data = self._storage[i] obs_t, action, reward, obs_tp1, done = data n_envs = action.shape[0] env_idx_chosen_for_sample = random.randint(0, n_envs - 1) obses_t.append( np.array(obs_t, copy=False)[:, env_idx_chosen_for_sample], ) actions.append(np.array(action, copy=False)[env_idx_chosen_for_sample]) rewards.append(reward[env_idx_chosen_for_sample]) obses_tp1.append( np.array(obs_tp1, copy=False)[:, env_idx_chosen_for_sample], ) dones.append(done[env_idx_chosen_for_sample]) return ( np.array(obses_t), np.array(actions), np.array(rewards), np.array(obses_tp1), np.array(dones), ) ================================================ FILE: week04_approx_rl/dqn/utils.py ================================================ import psutil # type: ignore def is_enough_ram(min_available_gb=0.1): mem = psutil.virtual_memory() return mem.available >= min_available_gb * (1024**3) def linear_decay( init_val: float, final_val: float, cur_step: int, total_steps: int ) -> float: if cur_step >= total_steps: return final_val return (init_val * (total_steps - cur_step) + final_val * cur_step) / total_steps ================================================ FILE: week04_approx_rl/homework_pytorch_debug.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "SqZ2EwnTZdC8" }, "source": [ "# Deep Q-Network implementation.\n", "\n", "This homework shamelessly demands you to implement DQN — an approximate Q-learning algorithm with experience replay and target networks — and see if it works any better this way.\n", "\n", "Original paper:\n", "https://arxiv.org/pdf/1312.5602.pdf" ] }, { "cell_type": "markdown", "metadata": { "id": "Zv7XJfXaZdC9" }, "source": [ "**This notebook is given for debug.** The main task is in the other notebook (**homework_pytorch_main**). The tasks are similar and share most of the code. The main difference is in environments. In main notebook it can take some 2 hours for the agent to start improving so it seems reasonable to launch the algorithm on a simpler env first. Here it is CartPole and it will train in several minutes.\n", "\n", "**We suggest the following pipeline:** First implement debug notebook then implement the main one.\n", "\n", "**About evaluation:** All points are given for the main notebook with one exception: if agent fails to beat the threshold in main notebook you can get 1 pt (instead of 3 pts) for beating the threshold in debug notebook." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "ioIEVODJZdC9" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " os.makedirs('dqn', exist_ok=True)\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/atari_wrappers.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/utils.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/replay_buffer.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/framebuffer.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/analysis.py -P dqn/\n", "\n", " !pip install gymnasium\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": { "id": "FDZqlI3kZdC9" }, "source": [ "__Frameworks__ - we'll accept this homework in any deep learning framework. This particular notebook was designed for PyTorch, but you find it easy to adapt it to almost any Python-based deep learning framework." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "dsYq558wZdC-" }, "outputs": [], "source": [ "import random\n", "import numpy as np\n", "import torch\n", "import dqn.utils\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "6ypPZ8e6ZdC-" }, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": { "id": "9j8EGNlSZdC-" }, "source": [ "### CartPole again\n", "\n", "Another env can be used without any modification of the code. State space should be a single vector, actions should be discrete.\n", "\n", "CartPole is the simplest one. It should take several minutes to solve it.\n", "\n", "For LunarLander it can take 1-2 hours to get 200 points (a good score) on Colab and training progress does not look informative." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "v-5u-CcQZdC-" }, "outputs": [], "source": [ "ENV_NAME = \"CartPole-v1\"\n", "\n", "\n", "def make_env():\n", " # some envs are wrapped with a time limit wrapper by default\n", " env = gym.make(ENV_NAME, render_mode=\"rgb_array\").unwrapped\n", " return env\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "AmFXRrkqZdC-" }, "outputs": [], "source": [ "env = make_env()\n", "env.reset()\n", "plt.imshow(env.render())\n", "state_shape, n_actions = env.observation_space.shape, env.action_space.n" ] }, { "cell_type": "markdown", "metadata": { "id": "qOyWgOmvZdC-" }, "source": [ "### Building a network" ] }, { "cell_type": "markdown", "metadata": { "id": "XqpThLZXZdC-" }, "source": [ "We now need to build a neural network that can map observations to state q-values.\n", "The model does not have to be huge yet. 1-2 hidden layers with < 200 neurons and ReLU activation will probably be enough. Batch normalization and dropout can spoil everything here." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "UVlpkvZOZdC-" }, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", "# those who have a GPU but feel unfair to use it can uncomment:\n", "# device = torch.device('cpu')\n", "device" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "RFva1cpyZdC-" }, "outputs": [], "source": [ "class DQNAgent(nn.Module):\n", " def __init__(self, state_shape, n_actions, epsilon=0):\n", "\n", " super().__init__()\n", " self.epsilon = epsilon\n", " self.n_actions = n_actions\n", " self.state_shape = state_shape\n", " # Define your network body here. Please make sure agent is fully contained here\n", " assert len(state_shape) == 1\n", " state_dim = state_shape[0]\n", " \n", "\n", "\n", " def forward(self, state_t):\n", " \"\"\"\n", " takes agent's observation (tensor), returns qvalues (tensor)\n", " :param state_t: a batch states, shape = [batch_size, *state_dim=4]\n", " \"\"\"\n", " # Use your network to compute qvalues for given state\n", " qvalues = \n", "\n", " assert qvalues.requires_grad, \"qvalues must be a torch tensor with grad\"\n", " assert (\n", " len(qvalues.shape) == 2 and\n", " qvalues.shape[0] == state_t.shape[0] and\n", " qvalues.shape[1] == n_actions\n", " )\n", "\n", " return qvalues\n", "\n", " def get_qvalues(self, states):\n", " \"\"\"\n", " like forward, but works on numpy arrays, not tensors\n", " \"\"\"\n", " model_device = next(self.parameters()).device\n", " states = torch.tensor(states, device=model_device, dtype=torch.float32)\n", " qvalues = self.forward(states)\n", " return qvalues.data.cpu().numpy()\n", "\n", " def sample_actions(self, qvalues):\n", " \"\"\"pick actions given qvalues. Uses epsilon-greedy exploration strategy. \"\"\"\n", " epsilon = self.epsilon\n", " batch_size, n_actions = qvalues.shape\n", "\n", " random_actions = np.random.choice(n_actions, size=batch_size)\n", " best_actions = qvalues.argmax(axis=-1)\n", "\n", " should_explore = np.random.choice(\n", " [0, 1], batch_size, p=[1-epsilon, epsilon])\n", " return np.where(should_explore, random_actions, best_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Bv1s5JKzZdC-" }, "outputs": [], "source": [ "agent = DQNAgent(state_shape, n_actions, epsilon=0.5).to(device)" ] }, { "cell_type": "markdown", "metadata": { "id": "vazC0DPQZdC_" }, "source": [ "Now let's try out our agent to see if it raises any errors." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "e-Sg1cqPZdC_" }, "outputs": [], "source": [ "def evaluate(env, agent, n_games=1, greedy=False, t_max=10000, seed=None):\n", " \"\"\" Plays n_games full games. If greedy, picks actions as argmax(qvalues). Returns mean reward. \"\"\"\n", " rewards = []\n", " for _ in range(n_games):\n", " s, _ = env.reset(seed=seed)\n", " reward = 0\n", " for _ in range(t_max):\n", " qvalues = agent.get_qvalues([s])\n", " action = qvalues.argmax(axis=-1)[0] if greedy else agent.sample_actions(qvalues)[0]\n", " s, r, terminated, truncated, _ = env.step(action)\n", " reward += r\n", " if terminated or truncated:\n", " break\n", "\n", " rewards.append(reward)\n", " return np.mean(rewards)" ] }, { "cell_type": "markdown", "metadata": { "id": "Y_0NzjUEZdC_" }, "source": [ "### Experience replay\n", "For this assignment, we provide you with experience replay buffer. If you implemented experience replay buffer in last week's assignment, you can copy-paste it here in main notebook **to get 2 bonus points**.\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/exp_replay.png)" ] }, { "cell_type": "markdown", "metadata": { "id": "jHyCO4TuZdC_" }, "source": [ "#### The interface is fairly simple:\n", "* `exp_replay.add(obs, act, rw, next_obs, done)` - saves (s,a,r,s',done) tuple into the buffer\n", "* `exp_replay.sample(batch_size)` - returns observations, actions, rewards, next_observations and is_done for `batch_size` random samples.\n", "* `len(exp_replay)` - returns number of elements stored in replay buffer." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "wQEHwR1AZdC_" }, "outputs": [], "source": [ "from dqn.replay_buffer import ReplayBuffer\n", "exp_replay = ReplayBuffer(10)\n", "\n", "for _ in range(30):\n", " exp_replay.add(env.reset()[0], env.action_space.sample(), 1.0, env.reset()[0], done=False)\n", "\n", "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(5)\n", "\n", "assert len(exp_replay) == 10, \"experience replay size should be 10 because that's what maximum capacity is\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "0RnFX5sfZdC_" }, "outputs": [], "source": [ "def play_and_record(initial_state, agent, env, exp_replay, n_steps=1):\n", " \"\"\"\n", " Play the game for exactly n_steps, record every (s,a,r,s', done) to replay buffer.\n", " Whenever game ends due to termination or truncation, add record with done=terminated and reset the game.\n", " It is guaranteed that env has terminated=False when passed to this function.\n", "\n", " PLEASE DO NOT RESET ENV UNLESS IT IS \"DONE\"\n", "\n", " :returns: return sum of rewards over time and the state in which the env stays\n", " \"\"\"\n", " s = initial_state\n", " sum_rewards = 0\n", "\n", " # Play the game for n_steps as per instructions above\n", " \n", "\n", " return sum_rewards, s" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ZXXmFEKGZdC_", "outputId": "d1b66847-a141-4406-9697-7ebd194fdb6a" }, "outputs": [], "source": [ "# testing your code.\n", "exp_replay = ReplayBuffer(2000)\n", "\n", "state, _ = env.reset()\n", "play_and_record(state, agent, env, exp_replay, n_steps=1000)\n", "\n", "# if you're using your own experience replay buffer, some of those tests may need correction.\n", "# just make sure you know what your code does\n", "assert len(exp_replay) == 1000, \\\n", " \"play_and_record should have added exactly 1000 steps, \" \\\n", " \"but instead added %i\" % len(exp_replay)\n", "is_dones = list(zip(*exp_replay._storage))[-1]\n", "\n", "assert 0 < np.mean(is_dones) < 0.1, \\\n", " \"Please make sure you restart the game whenever it is 'done' and \" \\\n", " \"record the is_done correctly into the buffer. Got %f is_done rate over \" \\\n", " \"%i steps. [If you think it's your tough luck, just re-run the test]\" % (\n", " np.mean(is_dones), len(exp_replay))\n", "\n", "for _ in range(100):\n", " obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(10)\n", " assert obs_batch.shape == next_obs_batch.shape == (10,) + state_shape\n", " assert act_batch.shape == (10,), \\\n", " \"actions batch should have shape (10,) but is instead %s\" % str(act_batch.shape)\n", " assert reward_batch.shape == (10,), \\\n", " \"rewards batch should have shape (10,) but is instead %s\" % str(reward_batch.shape)\n", " assert is_done_batch.shape == (10,), \\\n", " \"is_done batch should have shape (10,) but is instead %s\" % str(is_done_batch.shape)\n", " assert [int(i) in (0, 1) for i in is_dones], \\\n", " \"is_done should be strictly True or False\"\n", " assert [0 <= a < n_actions for a in act_batch], \"actions should be within [0, n_actions)\"\n", "\n", "print(\"Well done!\")" ] }, { "cell_type": "markdown", "metadata": { "id": "uoVGsnHRZdC_" }, "source": [ "### Target networks\n", "\n", "We also employ the so called \"target network\" - a copy of neural network weights to be used for reference Q-values:\n", "\n", "The network itself is an exact copy of agent network, but it's parameters are not trained. Instead, they are moved here from agent's actual network every so often.\n", "\n", "$$ Q_{reference}(s,a) = r + \\gamma \\cdot \\max _{a'} Q_{target}(s',a') $$\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/target_net.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "8BLJCNiuZdC_", "outputId": "6181261a-60cf-4626-fbe6-930a6ccd9896" }, "outputs": [], "source": [ "target_network = DQNAgent(agent.state_shape, agent.n_actions, epsilon=0.5).to(device)\n", "# This is how you can load weights from agent into target network\n", "target_network.load_state_dict(agent.state_dict())" ] }, { "cell_type": "markdown", "metadata": { "id": "I_GGShX3ZdC_" }, "source": [ "### Learning with... Q-learning\n", "Here we write a function similar to `agent.update` from tabular q-learning." ] }, { "cell_type": "markdown", "metadata": { "id": "4hbg-xANZdC_" }, "source": [ "Compute Q-learning TD error:\n", "\n", "$$ L = { 1 \\over N} \\sum_i [ Q_{\\theta}(s,a) - Q_{reference}(s,a) ] ^2 $$\n", "\n", "With Q-reference defined as\n", "\n", "$$ Q_{reference}(s,a) = r(s,a) + \\gamma \\cdot max_{a'} Q_{target}(s', a') $$\n", "\n", "Where\n", "* $Q_{target}(s',a')$ denotes Q-value of next state and next action predicted by __target_network__\n", "* $s, a, r, s'$ are current state, action, reward and next state respectively\n", "* $\\gamma$ is a discount factor defined two cells above.\n", "\n", "\n", "__Note 1:__ there's an example input below. Feel free to experiment with it before you write the function.\n", "\n", "__Note 2:__ compute_td_loss is a source of 99% of bugs in this homework. If reward doesn't improve, it often helps to go through it line by line [with a rubber duck](https://rubberduckdebugging.com/)." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "VxrEOC7mZdC_" }, "outputs": [], "source": [ "def compute_td_loss(states, actions, rewards, next_states, is_done,\n", " agent, target_network,\n", " gamma=0.99,\n", " check_shapes=False,\n", " device=device):\n", " \"\"\" Compute td loss using torch operations only. Use the formulae above. \"\"\"\n", " states = torch.tensor(states, device=device, dtype=torch.float32) # shape: [batch_size, *state_shape]\n", " actions = torch.tensor(actions, device=device, dtype=torch.int64) # shape: [batch_size]\n", " rewards = torch.tensor(rewards, device=device, dtype=torch.float32) # shape: [batch_size]\n", " # shape: [batch_size, *state_shape]\n", " next_states = torch.tensor(next_states, device=device, dtype=torch.float)\n", " is_done = torch.tensor(\n", " is_done.astype('float32'),\n", " device=device,\n", " dtype=torch.float32,\n", " ) # shape: [batch_size]\n", " is_not_done = 1 - is_done\n", "\n", " # get q-values for all actions in current states\n", " predicted_qvalues = agent(states) # shape: [batch_size, n_actions]\n", "\n", " # compute q-values for all actions in next states\n", " predicted_next_qvalues = target_network(next_states) # shape: [batch_size, n_actions]\n", "\n", " # select q-values for chosen actions\n", " predicted_qvalues_for_actions = predicted_qvalues[range(len(actions)), actions] # shape: [batch_size]\n", "\n", " # compute V*(next_states) using predicted next q-values\n", " next_state_values = \n", "\n", " assert next_state_values.dim() == 1 and next_state_values.shape[0] == states.shape[0], \\\n", " \"must predict one value per state\"\n", "\n", " # compute \"target q-values\" for loss - it's what's inside square parentheses in the above formula.\n", " # at the last state use the simplified formula: Q(s,a) = r(s,a) since s' doesn't exist\n", " # you can multiply next state values by is_not_done to achieve this.\n", " target_qvalues_for_actions = \n", "\n", " # mean squared error loss to minimize\n", " loss = torch.mean((predicted_qvalues_for_actions - target_qvalues_for_actions.detach()) ** 2)\n", "\n", " if check_shapes:\n", " assert predicted_next_qvalues.data.dim() == 2, \\\n", " \"make sure you predicted q-values for all actions in next state\"\n", " assert next_state_values.data.dim() == 1, \\\n", " \"make sure you computed V(s') as maximum over just the actions axis and not all axes\"\n", " assert target_qvalues_for_actions.data.dim() == 1, \\\n", " \"there's something wrong with target q-values, they must be a vector\"\n", "\n", " return loss" ] }, { "cell_type": "markdown", "metadata": { "id": "pgZKcPPnZdC_" }, "source": [ "Sanity checks" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Yp8eREoDZdC_" }, "outputs": [], "source": [ "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(10)\n", "\n", "loss = compute_td_loss(obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch,\n", " agent, target_network,\n", " gamma=0.99, check_shapes=True)\n", "loss.backward()\n", "\n", "assert loss.requires_grad and tuple(loss.data.size()) == (), \\\n", " \"you must return scalar loss - mean over batch\"\n", "assert np.any(next(agent.parameters()).grad.data.cpu().numpy() != 0), \\\n", " \"loss must be differentiable w.r.t. network weights\"\n", "assert np.all(next(target_network.parameters()).grad is None), \\\n", " \"target network should not have grads\"" ] }, { "cell_type": "markdown", "metadata": { "id": "8A1QtGVqZdC_" }, "source": [ "### Main loop\n", "\n", "It's time to put everything together and see if it learns anything." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "8lAUT94JZdC_" }, "outputs": [], "source": [ "from tqdm import trange\n", "from IPython.display import clear_output\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "YOk81bdZZdC_", "outputId": "2fd2404e-19e5-4ebe-b0e1-c6f7593db790" }, "outputs": [], "source": [ "seed = \n", "random.seed(seed)\n", "np.random.seed(seed)\n", "torch.manual_seed(seed)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "13K5t2CTZdDA", "outputId": "031d4a0a-99c3-4cc3-f7c3-77e4d8a5a331" }, "outputs": [], "source": [ "state_dim = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "state, _ = env.reset(seed=seed)\n", "\n", "agent = DQNAgent(state_dim, n_actions, epsilon=1).to(device)\n", "target_network = DQNAgent(state_dim, n_actions, epsilon=1).to(device)\n", "target_network.load_state_dict(agent.state_dict())" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "iD7PAlwQZdDA", "outputId": "aeb4bb67-4776-4b02-e558-d9d1a3306d47" }, "outputs": [], "source": [ "from dqn.utils import is_enough_ram, linear_decay\n", "\n", "REPLAY_BUFFER_SIZE = 10**4\n", "\n", "exp_replay = ReplayBuffer(REPLAY_BUFFER_SIZE)\n", "for i in range(100):\n", " if not is_enough_ram(min_available_gb=0.1):\n", " print(\"\"\"\n", " Less than 100 Mb RAM available.\n", " Make sure the buffer size in not too huge.\n", " Also check, maybe other processes consume RAM heavily.\n", " \"\"\"\n", " )\n", " break\n", " play_and_record(state, agent, env, exp_replay, n_steps=10**2)\n", " if len(exp_replay) == REPLAY_BUFFER_SIZE:\n", " break\n", "print(len(exp_replay))" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Zl2VCEYQZdDA" }, "outputs": [], "source": [ "# # for something more complicated than CartPole\n", "\n", "# timesteps_per_epoch = 1\n", "# batch_size = 32\n", "# total_steps = 3 * 10**6\n", "# decay_steps = 1 * 10**6\n", "\n", "# opt = torch.optim.Adam(agent.parameters(), lr=1e-4)\n", "\n", "# init_epsilon = 1\n", "# final_epsilon = 0.1\n", "\n", "# loss_freq = 20\n", "# refresh_target_network_freq = 1000\n", "# eval_freq = 5000\n", "\n", "# max_grad_norm = 5000" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "x-sD-QyUZdDA" }, "outputs": [], "source": [ "timesteps_per_epoch = 1\n", "batch_size = 32\n", "total_steps = 4 * 10**4\n", "decay_steps = 1 * 10**4\n", "\n", "opt = torch.optim.Adam(agent.parameters(), lr=1e-4)\n", "\n", "init_epsilon = 1\n", "final_epsilon = 0.1\n", "\n", "loss_freq = 20\n", "refresh_target_network_freq = 100\n", "eval_freq = 1000\n", "\n", "max_grad_norm = 5000" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "piqDfKQAZdDA" }, "outputs": [], "source": [ "mean_rw_history = []\n", "td_loss_history = []\n", "grad_norm_history = []\n", "initial_state_v_history = []\n", "step = 0" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Ks8NAV8AZdDA" }, "outputs": [], "source": [ "import time\n", "\n", "def wait_for_keyboard_interrupt():\n", " try:\n", " while True:\n", " time.sleep(1)\n", " except KeyboardInterrupt:\n", " pass" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "sU3GSGZqZdDA" }, "outputs": [], "source": [ "state, _ = env.reset()\n", "with trange(step, total_steps + 1) as progress_bar:\n", " for step in progress_bar:\n", " if not is_enough_ram():\n", " print('less that 100 Mb RAM available, freezing')\n", " print('make sure everything is ok and use KeyboardInterrupt to continue')\n", " wait_for_keyboard_interrupt()\n", "\n", " agent.epsilon = linear_decay(init_epsilon, final_epsilon, step, decay_steps)\n", "\n", " # play\n", " _, state = play_and_record(state, agent, env, exp_replay, timesteps_per_epoch)\n", "\n", " # train\n", " \n", "\n", " loss = \n", "\n", " loss.backward()\n", " grad_norm = nn.utils.clip_grad_norm_(agent.parameters(), max_grad_norm)\n", " opt.step()\n", " opt.zero_grad()\n", "\n", " if step % loss_freq == 0:\n", " td_loss_history.append(loss.data.cpu().item())\n", " grad_norm_history.append(grad_norm)\n", "\n", " if step % refresh_target_network_freq == 0:\n", " # Load agent weights into target_network\n", " \n", "\n", " if step % eval_freq == 0:\n", " mean_rw_history.append(evaluate(\n", " make_env(), agent, n_games=3, greedy=True, t_max=1000, seed=step)\n", " )\n", " initial_state_q_values = agent.get_qvalues(\n", " [make_env().reset(seed=step)[0]]\n", " )\n", " initial_state_v_history.append(np.max(initial_state_q_values))\n", "\n", " clear_output(True)\n", " print(\"buffer size = %i, epsilon = %.5f\" %\n", " (len(exp_replay), agent.epsilon))\n", "\n", " plt.figure(figsize=[16, 9])\n", "\n", " plt.subplot(2, 2, 1)\n", " plt.title(\"Mean reward per episode\")\n", " plt.plot(mean_rw_history)\n", " plt.grid()\n", "\n", " assert not np.isnan(td_loss_history[-1])\n", " plt.subplot(2, 2, 2)\n", " plt.title(\"TD loss history\")\n", " plt.plot(td_loss_history)\n", " plt.grid()\n", "\n", " plt.subplot(2, 2, 3)\n", " plt.title(\"Initial state V\")\n", " plt.plot(initial_state_v_history)\n", " plt.grid()\n", "\n", " plt.subplot(2, 2, 4)\n", " plt.title(\"Grad norm history\")\n", " plt.plot(grad_norm_history)\n", " plt.grid()\n", "\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "qwWFT2SBZdDA" }, "outputs": [], "source": [ "final_score = evaluate(\n", " make_env(),\n", " agent, n_games=30, greedy=True, t_max=1000\n", ")\n", "print('final score:', final_score)\n", "assert final_score > 300, 'not good enough for DQN'\n", "print('Well done')" ] }, { "cell_type": "markdown", "metadata": { "id": "G-feeX9YZdDA" }, "source": [ "**Agent's predicted V-values vs their Monte-Carlo estimates**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "rjVuSIrPZdDA" }, "outputs": [], "source": [ "from analysis import play_and_log_episode\n", "\n", "eval_env = make_env()\n", "record = play_and_log_episode(eval_env, agent)\n", "print('total reward for life:', np.sum(record['rewards']))\n", "for key in record:\n", " print(key)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "FCacwLw6ZdDA" }, "outputs": [], "source": [ "fig = plt.figure(figsize=(5, 5))\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "ax.scatter(record['v_mc'], record['v_agent'])\n", "ax.plot(sorted(record['v_mc']), sorted(record['v_mc']),\n", " 'black', linestyle='--', label='x=y')\n", "\n", "ax.grid()\n", "ax.legend()\n", "ax.set_title('State Value Estimates')\n", "ax.set_xlabel('Monte-Carlo')\n", "ax.set_ylabel('Agent')\n", "\n", "plt.show()" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week04_approx_rl/homework_pytorch_main.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "1NDjJiqysoT-" }, "source": [ "# Deep Q-Network implementation.\n", "\n", "This homework shamelessly demands you to implement DQN — an approximate Q-learning algorithm with experience replay and target networks — and see if it works any better this way.\n", "\n", "**Papers:**\n", "\n", "[1] Original paper, 2013: https://arxiv.org/pdf/1312.5602.pdf\n", "\n", "[2] Extended paper, Nature, 2015: https://web.stanford.edu/class/psych209/Readings/MnihEtAlHassibis15NatureControlDeepRL.pdf\n", "\n", "[3] Rainbow, 2017: https://arxiv.org/pdf/1710.02298.pdf" ] }, { "cell_type": "markdown", "metadata": { "id": "BcLhaXMKsoT_" }, "source": [ "**This notebook is the main homework notebook.**\n", "Another notebook is given for debug: (**homework_pytorch_debug**). The debug notebook is not supported anymore, the codes have diverged. However, it can be useful in some cases. The tasks are similar and they used to share most of the code. The main difference is in environments. In main notebook it can take some 2 hours for the agent to start improving so it seems reasonable to launch the algorithm on a simpler env first. In debug one it is CartPole and it will train in several minutes.\n", "\n", "**About evaluation:** All points are only given for the main notebook.\n", "\n", "**Plan and evaluation points:**\n", "1. Getting to know the environment: most of the code is implemented for you\n", "2. DQN as it is (10 points): the main part of DQN implementation\n", "3. Main Loop (3 points): the training loop itself. Please, note, it can be really time-consuming, and implementation bugs can arise.\n", "4. Interpretation (2 points): calculation of episode statistics and their interpretation" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "IVo0UxTWsoT_" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " os.makedirs('dqn', exist_ok=True)\n", " os.makedirs('test_td_loss', exist_ok=True)\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/atari_wrappers.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/utils.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/replay_buffer.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/framebuffer.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/analysis.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/dqn/logger.py -P dqn/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/test_td_loss/compute_td_loss.py -P test_td_loss/\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/requirements.txt\n", "\n", " !pip install -r requirements.txt\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": { "id": "KkrBeP7YsoUA" }, "source": [ "__Frameworks__ - we'll accept this homework in any deep learning framework. This particular notebook was designed for PyTorch, but you find it easy to adapt it to almost any Python-based deep learning framework." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "P8WoWe9DsoUA" }, "outputs": [], "source": [ "%matplotlib inline\n", "import gymnasium as gym\n", "import ale_py\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "gym.register_envs(ale_py)" ] }, { "cell_type": "markdown", "metadata": { "id": "6GQBgViKsoUA" }, "source": [ "### Let's play some old videogames\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/nerd.png)\n", "\n", "This time we're gonna apply approximate Q-learning to an Atari game called Breakout. It's not the hardest thing out there, but it's definitely way more complex than anything we have tried before." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**These are various versions of Breakout provided by Gynmasium:**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "all_names = list(gym.envs.registry.keys())\n", "names_breakout = [name for name in all_names if \"Break\" in name]\n", "names_breakout" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "S_zvw_31soUA" }, "outputs": [], "source": [ "# ENV_NAME = \"BreakoutDeterministic-v4\" # this one is simpler\n", "ENV_NAME = \"ALE/Breakout-v5\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are curious about Atari environments in Gymnasium, please, refer to:\n", "- [4] Gymnasium docs: https://gymnasium.farama.org/environments/atari/\n", "- [5] Longer paper: https://arxiv.org/abs/1709.06009\n", "- [6] Shorter paper: https://www.ijcai.org/Proceedings/2018/0787.pdf\n", "\n", "For now it's enough to know about the v5 environments:\n", "- v5 environments are recommended for use\n", "- frame_skip=5, every 5-th frame is shown to the agent and the chosen action is executed for the next 5 moves\n", "- randomness comes from repeat_action_probability=0.25: with this probability the previous action is executed instead of the chosen action" ] }, { "cell_type": "markdown", "metadata": { "id": "xT9BvasNsoUA" }, "source": [ "## Getting to know the Environment" ] }, { "cell_type": "markdown", "metadata": { "id": "iwN8jA0OsoUA" }, "source": [ "**Let's see what observations look like.**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = gym.make(ENV_NAME, render_mode=\"rgb_array\")\n", "env.reset()\n", "plt.imshow(env.render())\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Some more observations, coming from taking random actions**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "rUZHU2HdsoUB" }, "outputs": [], "source": [ "env = gym.make(ENV_NAME, render_mode=\"rgb_array\")\n", "env.reset()\n", "\n", "n_cols = 5\n", "n_rows = 2\n", "fig = plt.figure(figsize=(16, 9))\n", "\n", "for row in range(n_rows):\n", " for col in range(n_cols):\n", " ax = fig.add_subplot(n_rows, n_cols, row * n_cols + col + 1)\n", " ax.imshow(env.render())\n", " env.step(env.action_space.sample())\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**About the game:** You have 5 lives and get points for breaking the wall. Higher bricks cost more than the lower ones. There are 4 actions: start game (should be called at the beginning and after each life is lost), move left, move right and do nothing. There are some common wrappers used for Atari environments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Let's take a look at action meanings:**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env.unwrapped.get_action_meanings()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. NOOP stands for the action of doing nothing\n", "2. Right and Left move the platform to the corresponding direction\n", "3. Fire releases the ball in the beginning of a life\n", "\n", "In this assignment we will wrap the environment to execute the \"Fire\" action in the beginning of a life automatically. It will turn the \"FIRE\" action into another \"NOOP\". \n", "Also, we will wrap the environment to make an episode last for 1 life instead of 5 ones. \n", "These transforms are claimed as non-recommended in the paper [5] but it was done in the original paper [1] and it will help the training to converge faster. " ] }, { "cell_type": "markdown", "metadata": { "id": "hLNt1fbnsoUB" }, "source": [ "**Let's play a little.**\n", "\n", "Pay attention to zoom and fps args of play function. Control: A, D, space." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "WOIL47azsoUB" }, "outputs": [], "source": [ "# # Does not work in Colab.\n", "# Even on a local laptop breaks matplotlib rendering. So it's recommended to restart the notebook after playing.\n", "# # Use the Escape button to continue.\n", "\n", "# from gymnasium.utils.play import play\n", "\n", "# play(env=gym.make(ENV_NAME, render_mode=\"rgb_array\"), zoom=4, fps=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Wrapping the Environment" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def make_basic_env():\n", " return gym.make(ENV_NAME, render_mode=\"rgb_array\")" ] }, { "cell_type": "markdown", "metadata": { "id": "5DPrxQuXsoUB" }, "source": [ "### Processing game image\n", "\n", "Let's check the shape and the dtype of the observation:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = make_basic_env()\n", "obs, *_ = env.reset()\n", "obs.shape, obs.dtype" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Raw Atari images are large, 210x160x3 by default. However, we don't need that level of detail in order to learn from them.\n", "\n", "We can thus save a lot of time by preprocessing game image, including\n", "* Resizing to a smaller shape, 64x64 (or 84 x 84, which is used in literature)\n", "* Converting to grayscale\n", "* Cropping irrelevant image parts (top, bottom and edges) \\[we won't do this\\]\n", "\n", "The images are of the uint8 dtype. \n", "uint8 stands for the 8-bit unsigned integer type. \n", "We are going to store 10^5 or 10^6 observations in memory (RAM), so let's pay attention to preserving the 8-bit type after our transforms." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def apply_gray_scale_wrap(env):\n", " # With the argument values chosen as below, the gym.wrappers.AtariPreprocessing wrapper\n", " # only converts images to grayscale and downsamples them the screen_size\n", " env = gym.wrappers.AtariPreprocessing(\n", " env,\n", " noop_max=0, # the default value 30 can be harmful with FireResetEnv and frame_skip=5\n", " frame_skip=1, # frame_skip has already been set to 5 inside the env\n", " terminal_on_life_loss=False, # we do this explicitly in the FireResetEnv wrapper\n", " screen_size=84 # please use 84 (which is the standard value) or 64 (which will save some computations and memory)\n", " )\n", " return env\n", "\n", "\n", "env = make_basic_env()\n", "env = apply_gray_scale_wrap(env)\n", "\n", "obs, *_ = env.reset()\n", "\n", "assert obs.dtype == np.dtype('uint8'), obs_dtype\n", "\n", "print(obs.shape, obs.dtype)\n", "plt.imshow(obs)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Atari specific wrappers\n", "\n", "We try to make our lives a little easier with the following wrappers:\n", "1. EpisodicLifeEnv it makes the signal that dropping a ball is not good more explicit\n", "2. Using FireResetEnv: with it the agent doesn't have to perform a special action to fire the ball in the beginning of a life" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from dqn.atari_wrappers import FireResetEnv\n", "from dqn.atari_wrappers import EpisodicLifeEnv\n", "\n", "def apply_atary_specific_wrap(env):\n", " env = EpisodicLifeEnv(env)\n", " env = FireResetEnv(env)\n", " return env\n", "\n", "env = make_basic_env()\n", "env = apply_gray_scale_wrap(env)\n", "env = apply_atary_specific_wrap(env)\n", "\n", "obs, *_ = env.reset()\n", "\n", "print(obs.shape, obs.dtype)\n", "plt.imshow(obs)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### FrameStack\n", "To make the game playable from a single observation (note the direction of the ball), we stack 4 consecutive frames:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "N_FRAMES_STACKED = 4\n", "\n", "def make_final_env(apply_frame_stack=True):\n", " \"\"\"\n", " Builds the environment with all the wrappers applied.\n", " The environment is meant be used directly as an RL algorithm input.\n", "\n", " apply_frame_stack=False can be useful for vecotrized environments, which are not required for this assignment.\n", " \"\"\"\n", " env = make_basic_env()\n", " env = apply_gray_scale_wrap(env)\n", " env = apply_atary_specific_wrap(env)\n", " if apply_frame_stack:\n", " env = # your code. Please, use gym.wrappers.FrameStackObservation\n", " return env\n", "\n", "\n", "env = make_final_env()\n", "\n", "obs, *_ = env.reset()\n", "print(f\"Shape: {obs.shape}, dtype: {obs.dtype}, Python object type: {type(obs)}\")\n", "for _ in range(N_FRAMES_STACKED - 1):\n", " obs, *_ = env.step(env.action_space.sample())\n", "print()\n", "\n", "\n", "print(\"Frames, left to right: from older to more recent. The ball is dropping.\")\n", "_, axes = plt.subplots(figsize=(len(obs) * 3, 4), ncols=len(obs))\n", "for ax, frame in zip(axes, obs):\n", " ax.imshow(frame)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**That is the final version of the environment we are going to do RL on.**\n", "\n", "**Let's discuss the representation of an obsevation.**\\\n", "An observation is a 4-frame-stack of grayscale images with reduced resolution.\\\n", "Memory (RAM) is a high-demand resource in this task. That's why:\n", "1. We use the uint8 dtype instead of float32 the neural network will operate on\n", "2. We don't represent them as numpy.ndarrays. **LazyFrames** are used by gym.wrappers.FrameStack instead. 2 consecutive observations share 3 of 4 frames. LazyFrames make use of this fact to save memory.\n", "When we feed the observations to neural networks, we should remember to scale them to the \\[-1, 1\\] range. We'll implement scaling as the first layer of a neural network, but that'll be later." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The ball is dropping, but its hard to notice. Let's define a function to render more human-readable images:**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def merge_frame_stack_to_plot(frame_stack_obs: np.ndarray | gym.wrappers.frame_stack.LazyFrames):\n", " \"\"\"\n", " A helper function to plot a frame stack as a single human-interpretable image.\n", "\n", " Brighter pixels are more recent, pale pixels are older.\n", " Motions goes from pale to bright.\n", "\n", " Note! This function is designed for human vision convenience and it is NOT supposed to be used as part of\n", " data preprocessing for the Reinforcement Learning agent.\n", " \"\"\"\n", " weights = np.ones(frame_stack_obs.shape[0], dtype=float)\n", " weights[-1] += weights.sum()\n", " weights /= weights.sum()\n", " result = (weights[:, None, None] * frame_stack_obs).sum(0)\n", " return result\n", "\n", "\n", "obs_joint = merge_frame_stack_to_plot(obs)\n", "plt.imshow(obs_joint)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hope that's better" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "N_ACTIONS = env.action_space.n\n", "STATE_SHAPE = env.observation_space.shape" ] }, { "cell_type": "markdown", "metadata": { "id": "4iJM3IAwsoUB" }, "source": [ "**Let's see if the game is still playable after applying the wrappers.**\n", "At playing the EpisodicLifeEnv wrapper seems not to work but actually it does (because after when life finishes a new ball is dropped automatically - it means that FireResetEnv wrapper understands that a new episode began).\n", "\n", "**Not supported for now.**" ] }, { "cell_type": "markdown", "metadata": { "id": "jhiOKsQvsoUC" }, "source": [ "## DQN as it is (10 pts)" ] }, { "cell_type": "markdown", "metadata": { "id": "aspwJFiGsoUC" }, "source": [ "### Building a network\n", "\n", "We now need to build a neural network that can map images to state q-values. This network will be called on every agent's step so it better not be resnet-152 unless you have an array of GPUs. Instead, you can use strided convolutions with a small number of features to save time and memory.\n", "\n", "You can build any architecture you want, but you can find a couple of examples on diagrams below." ] }, { "cell_type": "markdown", "metadata": { "id": "YbZIucfksoUC" }, "source": [ "**Dueling network:**\\\n", "Paper: https://arxiv.org/pdf/1511.06581.pdf\n", "$$Q_{\\theta}(s, a) = V_{\\eta}(f_{\\xi}(s)) + A_{\\psi}(f_{\\xi}(s), a) - \\frac{\\sum_{a'}A_{\\psi}(f_{\\xi}(s), a')}{N_{actions}},$$\n", "where $\\xi$, $\\eta$, and $\\psi$ are, respectively, the parameters of the\n", "shared encoder $f_ξ$ , of the value stream $V_\\eta$ , and of the advantage stream $A_\\psi$; and $\\theta = \\{\\xi, \\eta, \\psi\\}$ is their concatenation.\n", "\n", "This is what it looks like:\n", "\n", "Simple, expects height=width=64\n", "\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/week04_approx_rl/img/dueling_basic.png)\n", "\n", "Nature DQN ([2]), expects height=width=84\n", "\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/week04_approx_rl/img/dueling_nature.png)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "SPPmY6wIsoUC", "outputId": "717e2355-008e-4994-b5f2-1c8cf98ac445" }, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", "device" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These constants will be useful" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "N_ACTIONS, N_FRAMES_STACKED" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class ConvBackbone(nn.Sequential):\n", " \"\"\"\n", " The convolutional part of a DQN model.\n", " Please, don't think about input scaling here: it will be implemented below.\n", " \"\"\"\n", " def __init__(self, c_in: int = N_FRAMES_STACKED) -> None:\n", " super().__init__(\n", " nn.Conv2d(...),\n", " ...\n", " # your code,\n", " nn.Flatten(),\n", " )\n", "\n", "\n", "class DuelingDqnHead(nn.Module):\n", " \"\"\"\n", " Implenets the Dueling DQN logic.\n", " Please, don't think about gradient scaling here (if you know what it is about): it will be implemented below.\n", " \"\"\"\n", " def __init__(self, n_actions, inp_size=64 * 7 * 7, hidden_size=512) -> None:\n", " super().__init__()\n", " self.adv_stream = nn.Sequential(\n", " # your code\n", " )\n", " self.value_stream = nn.Sequential(\n", " # your code\n", " )\n", "\n", " def forward(self, x: torch.Tensor) -> torch.Tensor:\n", " assert x.ndim == 2, x.shape # (batch_size, n_features)\n", " # your code\n", " # When calculating the mean advantage, please, remember, x is a batched input!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's make a simple test for the network architecture:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "@torch.no_grad()\n", "def test_network_part_shapes(backbone, head):\n", " batch_size = 3\n", " env = make_final_env()\n", " s, _ = env.reset()\n", " inp = torch.rand(batch_size, *s.shape)\n", "\n", " features = backbone(inp)\n", " qvalues = head(features)\n", "\n", " assert features.ndim == 2, features.shape\n", " assert features.shape[0] == batch_size, features.shape\n", " \n", " assert qvalues.ndim == 2, qvalues.shape\n", " assert qvalues.shape[0] == batch_size, qvalues.shape\n", " assert qvalues.shape[1] == N_ACTIONS, qvalues.shape\n", "\n", " print(\"Test passed!\")\n", "\n", "test_network_part_shapes(\n", " backbone=ConvBackbone(N_FRAMES_STACKED),\n", " head=DuelingDqnHead(N_ACTIONS),\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now let's build a full model.**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MAX_UINT_8 = 2 ** 8 - 1\n", "\n", "\n", "class InputScaler(nn.Module):\n", " def __init__(self, mult=1 / MAX_UINT_8):\n", " super().__init__()\n", " self.mult = mult\n", "\n", " def forward(self, x: torch.Tensor) -> torch.Tensor:\n", " return x * self.mult\n", "\n", "\n", "class GradScalerFunctional(torch.autograd.Function):\n", " \"\"\"\n", " A torch.autograd.Function works as Identity on forward pass\n", " and scales the gradient by scale_factor on backward pass.\n", " \"\"\"\n", " @staticmethod\n", " def forward(ctx, input, scale_factor):\n", " ctx.scale_factor = scale_factor\n", " return input\n", "\n", " @staticmethod\n", " def backward(ctx, grad_output):\n", " scale_factor = ctx.scale_factor\n", " grad_input = grad_output * scale_factor\n", " return grad_input, None\n", "\n", "\n", "class GradScaler(nn.Module):\n", " \"\"\"\n", " An nn.Module incapsulating GradScalerFunctional\n", " \"\"\"\n", " def __init__(self, scale_factor: float):\n", " super().__init__()\n", " self.scale_factor = scale_factor\n", "\n", " def forward(self, x):\n", " return GradScalerFunctional.apply(x, self.scale_factor)\n", "\n", "\n", "class DQNetworkDueling(nn.Sequential):\n", " def __init__(self, c_in: int, n_actions: int) -> None:\n", " input_scaler = InputScaler() # the inputs come from the uint8 range\n", " backbone = ConvBackbone(c_in=c_in) # your code\n", " grad_scaler = GradScaler(1 / 2**0.5) # Dueling DQN suggests do scale the gradient by 1 / sqrt(2)\n", " head = DuelingDqnHead(n_actions=n_actions)\n", " super().__init__(input_scaler, backbone, grad_scaler, head)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "@torch.no_grad()\n", "def test_network_shapes(model):\n", " batch_size = 3\n", " env = make_final_env()\n", " s, _ = env.reset()\n", " inp = torch.rand(batch_size, *s.shape)\n", "\n", " qvalues = model(inp)\n", " \n", " assert qvalues.ndim == 2, qvalues.shape\n", " assert qvalues.shape[0] == batch_size, qvalues.shape\n", " assert qvalues.shape[1] == N_ACTIONS, qvalues.shape\n", "\n", " print(\"Test passed!\")\n", "\n", "test_network_shapes(model=DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now let's wrap our model into an Agent class.** \n", "It will implement epsilon-greedy policy on numpy ndarrays." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class DQNAgent(nn.Module):\n", " \"\"\"\n", " Epsilon-greedy policy with a torch.nn.Module Q-value estimator.\n", " \"\"\"\n", "\n", " def __init__(self, q_network: nn.Module, epsilon=1) -> None:\n", " super().__init__()\n", " self.epsilon = epsilon\n", " self.q_network = q_network\n", "\n", " def forward(self, state_t):\n", " \"\"\"\n", " takes agent's observation (tensor), returns qvalues (tensor)\n", " :param state_t: a batch of 4-frame buffers, shape = [batch_size, 4, h, w]\n", " \"\"\"\n", " # Use your network to compute qvalues for given state\n", " qvalues = # your code\n", " return qvalues\n", "\n", " @torch.no_grad() # we don't need autograd here, so let's save the computations\n", " def get_qvalues(self, states: np.ndarray) -> np.ndarray:\n", " \"\"\"\n", " like forward, but works on numpy arrays, not tensors\n", " \"\"\"\n", " model_device = next(self.parameters()).device\n", " states_pt = torch.tensor(\n", " np.array(states), device=model_device, dtype=torch.float32\n", " )\n", " # Use your network to compute qvalues for given state\n", " qvalues_pt = # your code\n", " qvalues = qvalues_pt.data.cpu().numpy()\n", " return qvalues\n", "\n", " def sample_actions_by_qvalues(self, qvalues: np.ndarray, greedy: bool = False) -> np.ndarray:\n", " \"\"\"pick actions given qvalues. Uses epsilon-greedy exploration strategy.\"\"\"\n", " batch_size, n_actions = qvalues.shape\n", " # greedy_actions = # your code\n", " greedy_actions = qvalues.argmax(axis=-1) # your code\n", " if greedy:\n", " return greedy_actions\n", "\n", " random_actions = np.random.randint(\"your code\")\n", " should_explore = np.random.binomial(\"your code\")\n", " epsilon_greedy_actions = np.where(\n", " \"your code\"\n", " )\n", " return epsilon_greedy_actions\n", "\n", " def sample_actions(self, states: np.ndarray) -> np.ndarray:\n", " qvalues = self.get_qvalues(states)\n", " actions = self.sample_actions_by_qvalues(qvalues)\n", " return actions" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_network_shapes(\n", " model=DQNAgent(DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS))\n", ")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "BUFMLKX1soUC" }, "outputs": [], "source": [ "agent = DQNAgent(\n", " DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS),\n", " epsilon=0.5\n", ").to(device)" ] }, { "cell_type": "markdown", "metadata": { "id": "XbsIT2EdsoUC" }, "source": [ "Now let's try out our agent to see if it raises any errors." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "pZR3qE2esoUC" }, "outputs": [], "source": [ "def evaluate(env, agent, n_games=1, greedy=False, t_max=10000, seed=None):\n", " \"\"\" Plays n_games full games. If greedy, picks actions as argmax(qvalues). Returns mean reward. \"\"\"\n", " rewards = []\n", " for _ in range(n_games):\n", " s, _ = env.reset(seed=seed)\n", " reward = 0\n", " for _ in range(t_max):\n", " action = agent.sample_actions(np.array(s)[None], greedy=greedy)[0]\n", " s, r, terminated, truncated, _ = env.step(action)\n", " reward += r\n", " if terminated or truncated:\n", " break\n", "\n", " rewards.append(reward)\n", " return np.mean(rewards)\n", "\n", "print(evaluate(env, agent, n_games=1, greedy=False))\n", "print(evaluate(env, agent, n_games=1, greedy=True))" ] }, { "cell_type": "markdown", "metadata": { "id": "2BiRixA-soUC" }, "source": [ "### Experience replay\n", "For this assignment, we provide you with experience replay buffer.\n", "\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/exp_replay.png)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "jTBZo5BVsoUC" }, "source": [ "#### The interface is fairly simple:\n", "* `exp_replay.add(obs, act, rw, next_obs, done)` - saves (s,a,r,s',done) tuple into the buffer\n", "* `exp_replay.sample(batch_size)` - returns observations, actions, rewards, next_observations and is_done for `batch_size` random samples.\n", "* `len(exp_replay)` - returns number of elements stored in replay buffer." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Ydi0KK9LsoUC" }, "outputs": [], "source": [ "from dqn.replay_buffer import ReplayBuffer\n", "exp_replay = ReplayBuffer(10)\n", "\n", "for _ in range(30):\n", " exp_replay.add(env.reset()[0], env.action_space.sample(), 1.0, env.reset()[0], done=False)\n", "\n", "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(5)\n", "\n", "assert len(exp_replay) == 10, \"experience replay size should be 10 because that's what maximum capacity is\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The `play_and_record` function, defined below is the main way the agent will interact with the environment during training.**\n", "\n", "Previously we used to train RL algorithms on entire episodes. \n", "\n", "This time we keep the environment constantly running and will be getting small portions of interactions with it.\n", "\n", "The agent takes several actions (4 actions in [2] and [3]), the corresponding (s, a, r, s', terminated) tuples are put into the replay buffer. \n", "Whenever an episode finishes (i.e. `truncated or terminated`), the environment is reset and the procedure continues as usually. \n", "\n", "To make the first step in a constantly running environment, the agent needs to know the state of the environment. This is the meaning of the `initial_state` argument of the function.\n", "\n", "It's worth noting, the agent does not train on the fresh tuples immediately. The agent trains on samples which are sampled from the buffer.\n", "\n", "**Implementation note:**\n", "We define an `ActionSampler` protocol. The goal of it is to let the function `play_and_record` accept not only `DQNAgent` class instances, but any object that can sample actions. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "cEXv69KWsoUC" }, "outputs": [], "source": [ "from typing import Protocol\n", "\n", "\n", "class ActionSampler(Protocol):\n", " \"\"\"\n", " A protocol which defines an Callable which samples actions from states\n", " \"\"\"\n", "\n", " def __call__(\n", " self, state: gym.wrappers.stateful_observation.FrameStackObservation\n", " ) -> int: ...\n", "\n", "\n", "class RandomActionSampler:\n", " \"\"\"\n", " We will need this guy to fill the buffer with initial 50-200K observations from a random policy.\n", " \"\"\"\n", "\n", " def __init__(self, action_space) -> None:\n", " self.action_space = action_space\n", "\n", " def __call__(\n", " self, state: gym.wrappers.stateful_observation.FrameStackObservation\n", " ) -> int:\n", " action = self.action_space.sample()\n", " return action\n", "\n", "\n", "class DqnActionSampler:\n", " \"\"\"\n", " DQNAgent works on batched np.ndarray inputs.\n", " This class uses a DQNAgent to sample actions from single LazyFrames observations.\n", "\n", " This will be an epsilon-greedy sampler.\n", " A greedy sampler can be defined as well, but we won't need it.\n", " \"\"\"\n", "\n", " def __init__(self, agent: DQNAgent):\n", " self.agent = agent\n", "\n", " def __call__(\n", " self, state: gym.wrappers.stateful_observation.FrameStackObservation\n", " ) -> int:\n", " state_batched = np.array(state)[None]\n", " action_batched = # \n", " action = action_batched.item()\n", " return action\n", "\n", "\n", "@torch.no_grad()\n", "def play_and_record(\n", " initial_state: gym.wrappers.stateful_observation.FrameStackObservation,\n", " action_sampler: ActionSampler,\n", " env,\n", " exp_replay,\n", " n_steps=1,\n", "):\n", " \"\"\"\n", " Play the game for exactly n_steps, record every (s,a,r,s', done) to replay buffer.\n", " Whenever game ends due to termination or truncation, add record with done=terminated and reset the game.\n", " It is guaranteed that env has terminated=False when passed to this function.\n", "\n", " PLEASE DO NOT RESET ENV UNLESS IT IS \"DONE\"\n", "\n", " :returns: return sum of rewards over time and the state in which the env stays\n", " \"\"\"\n", " s = initial_state\n", " sum_rewards = 0\n", "\n", " # Play the game for n_steps as per instructions above\n", " \n", "\n", " return sum_rewards, s\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def test_play_and_record(action_sampler):\n", " exp_replay = ReplayBuffer(10_000)\n", "\n", " state, _ = env.reset()\n", " \n", " # action_sampler = RandomActionSampler(env.action_space)\n", " # action_sampler = DqnActionSampler(agent)\n", " play_and_record(state, action_sampler, env, exp_replay, n_steps=1000);\n", " \n", " # if you're using your own experience replay buffer, some of those tests may need correction.\n", " # just make sure you know what your code does\n", " assert len(exp_replay) == 1000, \\\n", " \"play_and_record should have added exactly 1000 steps, \" \\\n", " \"but instead added %i\" % len(exp_replay)\n", " is_dones = list(zip(*exp_replay._storage))[-1]\n", " \n", " assert 0 < np.mean(is_dones) < 0.1, \\\n", " \"Please make sure you restart the game whenever it is 'done' and \" \\\n", " \"record the is_done correctly into the buffer. Got %f is_done rate over \" \\\n", " \"%i steps. [If you think it's your tough luck, just re-run the test]\" % (\n", " np.mean(is_dones), len(exp_replay))\n", " \n", " for _ in range(100):\n", " obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(10)\n", " assert obs_batch.shape == next_obs_batch.shape == (10,) + STATE_SHAPE\n", " assert act_batch.shape == (10,), \\\n", " \"actions batch should have shape (10,) but is instead %s\" % str(act_batch.shape)\n", " assert reward_batch.shape == (10,), \\\n", " \"rewards batch should have shape (10,) but is instead %s\" % str(reward_batch.shape)\n", " assert is_done_batch.shape == (10,), \\\n", " \"is_done batch should have shape (10,) but is instead %s\" % str(is_done_batch.shape)\n", " assert [int(i) in (0, 1) for i in is_dones], \\\n", " \"is_done should be strictly True or False\"\n", " assert [0 <= a < N_ACTIONS for a in act_batch], \"actions should be within [0, n_actions)\"\n", " \n", " print(\"Well done!\")\n", "\n", "\n", "print(\"Random:\")\n", "test_play_and_record(RandomActionSampler(env.action_space))\n", "print(\"DQN:\")\n", "test_play_and_record(DqnActionSampler(agent))" ] }, { "cell_type": "markdown", "metadata": { "id": "y5zyryPOsoUF" }, "source": [ "### Target networks\n", "\n", "We also employ the so called \"target network\" - a copy of neural network weights to be used for reference Q-values:\n", "\n", "The network itself is an exact copy of agent network, but it's parameters are not trained. Instead, they are moved here from agent's actual network every so often.\n", "\n", "$$ Q_{reference}(s,a) = r + \\gamma \\cdot \\max _{a'} Q_{target}(s',a') $$\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/target_net.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "target_network = DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS).to(device)\n", "target_network.load_state_dict(agent.q_network.state_dict())" ] }, { "cell_type": "markdown", "metadata": { "id": "2idY8QX0soUF" }, "source": [ "### Learning with... Q-learning\n", "Here we write a function similar to `agent.update` from tabular q-learning." ] }, { "cell_type": "markdown", "metadata": { "id": "k46MPwwwsoUF" }, "source": [ "Compute Q-learning TD error:\n", "\n", "$$ L = { 1 \\over N} \\sum_i [ Q_{\\theta}(s,a) - Q_{reference}(s,a) ] ^2 $$\n", "\n", "With Q-reference defined as\n", "\n", "$$ Q_{reference}(s,a) = r(s,a) + \\gamma \\cdot max_{a'} Q_{target}(s', a') $$\n", "\n", "Where\n", "* $Q_{target}(s',a')$ denotes Q-value of next state and next action predicted by __target_network__\n", "* $s, a, r, s'$ are current state, action, reward and next state respectively\n", "* $\\gamma$ is a discount factor defined two cells above.\n", "\n", "\n", "__Note 1:__ there's an example input below. Feel free to experiment with it before you write the function.\n", "\n", "__Note 2:__ compute_td_loss is a major source of of bugs in this homework. We tried to cover it with tests, but if reward doesn't improve, it often helps to go through it line by line [with a rubber duck](https://rubberduckdebugging.com/).\n", "\n", "**Double DQN**\n", "\n", "$$ Q_{reference}(s,a) = r(s, a) + \\gamma \\cdot\n", "Q_{target}(s',argmax_{a'}Q_\\theta(s', a')) $$\n", "\n", "We will use Double DQN for training, but **we ask you to implement both** of the methods to experience the difference." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "V02HcUYasoUG", "outputId": "7a11e3d3-d030-40be-8f14-59b5481749fb" }, "outputs": [], "source": [ "def compute_td_loss_on_tensors(\n", " states: torch.Tensor, # (batch_size, *state_shape)\n", " actions: torch.Tensor, # (batch_size,)\n", " rewards: torch.Tensor, # (batch_size,)\n", " next_states: torch.Tensor, # (batch_size, *state_shape)\n", " is_done: torch.Tensor, # (batch_size,), torch.bool\n", " agent: nn.Module,\n", " target_network: nn.Module,\n", " gamma: float = 0.99,\n", " check_shapes=False,\n", "):\n", " predicted_qvalues = agent(states) # shape: [batch_size, n_actions]\n", " assert is_done.dtype is torch.bool\n", "\n", " # compute q-values for all actions in next states\n", " with torch.no_grad():\n", " predicted_next_qvalues_target = # your code; # shape: [batch_size, n_actions]\n", "\n", " # select q-values for chosen actions\n", " predicted_qvalues_for_actions = predicted_qvalues[\n", " range(len(actions)), actions\n", " ] # shape: [batch_size]\n", "\n", " # compute V*(next_states) using predicted next q-values\n", " next_state_values = # your code\n", "\n", " if check_shapes:\n", " assert (\n", " next_state_values.dim() == 1\n", " and next_state_values.shape[0] == states.shape[0]\n", " ), \"must predict one value per state\"\n", " assert not next_state_values.requires_grad\n", "\n", " # compute \"target q-values\" for loss - it's what's inside square parentheses in the above formula.\n", " # at the last state use the simplified formula: Q(s,a) = r(s,a) since s' doesn't exist\n", " target_qvalues_for_actions = # your code\n", "\n", " # mean squared error loss to minimize\n", " loss = torch.mean((predicted_qvalues_for_actions - target_qvalues_for_actions) ** 2)\n", "\n", " if check_shapes:\n", " assert (\n", " predicted_next_qvalues_target.data.dim() == 2\n", " ), \"make sure you predicted q-values for all actions in next state\"\n", " assert (\n", " next_state_values.data.dim() == 1\n", " ), \"make sure you computed V(s') as maximum over just the actions axis and not all axes\"\n", " assert (\n", " target_qvalues_for_actions.data.dim() == 1\n", " ), \"there's something wrong with target q-values, they must be a vector\"\n", "\n", " return loss" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from test_td_loss.compute_td_loss import test_is_done_is_used, test_compute_td_loss_vanilla\n", "\n", "test_compute_td_loss_vanilla(compute_td_loss_on_tensors)\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_td_loss_on_tensors_double(\n", " states: torch.Tensor, # (batch_size, *state_shape)\n", " actions: torch.Tensor, # (batch_size,)\n", " rewards: torch.Tensor, # (batch_size,)\n", " next_states: torch.Tensor, # (batch_size, *state_shape)\n", " is_done: torch.Tensor, # (batch_size,), torch.bool\n", " agent: nn.Module,\n", " target_network: nn.Module,\n", " gamma: float = 0.99,\n", " check_shapes=False,\n", "):\n", " predicted_qvalues = agent(states) # shape: [batch_size, n_actions]\n", " assert is_done.dtype is torch.bool\n", "\n", " # compute q-values for all actions in next states\n", " with torch.no_grad():\n", " predicted_next_qvalues_target = # your code; # shape: [batch_size, n_actions]\n", "\n", " # select q-values for chosen actions\n", " predicted_qvalues_for_actions = predicted_qvalues[\n", " range(len(actions)), actions\n", " ] # shape: [batch_size]\n", "\n", " # compute V*(next_states) using predicted next q-values\n", " next_state_values = # your code\n", "\n", " if check_shapes:\n", " assert (\n", " next_state_values.dim() == 1\n", " and next_state_values.shape[0] == states.shape[0]\n", " ), \"must predict one value per state\"\n", " assert not next_state_values.requires_grad\n", "\n", " # compute \"target q-values\" for loss - it's what's inside square parentheses in the above formula.\n", " # at the last state use the simplified formula: Q(s,a) = r(s,a) since s' doesn't exist\n", " target_qvalues_for_actions = # your code\n", "\n", " # mean squared error loss to minimize\n", " loss = torch.mean((predicted_qvalues_for_actions - target_qvalues_for_actions) ** 2)\n", "\n", " if check_shapes:\n", " assert (\n", " predicted_next_qvalues_target.data.dim() == 2\n", " ), \"make sure you predicted q-values for all actions in next state\"\n", " assert (\n", " next_state_values.data.dim() == 1\n", " ), \"make sure you computed V(s') as maximum over just the actions axis and not all axes\"\n", " assert (\n", " target_qvalues_for_actions.data.dim() == 1\n", " ), \"there's something wrong with target q-values, they must be a vector\"\n", "\n", " return loss" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from test_td_loss.compute_td_loss import test_compute_td_loss_double\n", "\n", "test_compute_td_loss_double(compute_td_loss_on_tensors_double)\n", "print(\"Well done!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The following function works on np.ndarrays: it converts its inputs to torch.Tensors and calls the torch-tensor function**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_td_loss(\n", " states,\n", " actions,\n", " rewards,\n", " next_states,\n", " is_done,\n", " agent,\n", " target_network,\n", " gamma=0.99,\n", " check_shapes=False,\n", " device=None,\n", " tensor_loss_evaluator=compute_td_loss_on_tensors_double,\n", "):\n", " \"\"\"Compute td loss using torch operations only. Use the formulae above.\"\"\"\n", "\n", " if device is None:\n", " device = next(agent.parameters()).device\n", " states = torch.tensor(\n", " states, device=device, dtype=torch.float32\n", " ) # shape: [batch_size, *state_shape]\n", " actions = torch.tensor(\n", " actions, device=device, dtype=torch.int64\n", " ) # shape: [batch_size]\n", " rewards = torch.tensor(\n", " rewards, device=device, dtype=torch.float32\n", " ) # shape: [batch_size]\n", " # shape: [batch_size, *state_shape]\n", " next_states = torch.tensor(next_states, device=device, dtype=torch.float)\n", " is_done = torch.tensor(\n", " is_done, device=device, dtype=torch.bool\n", " ) # shape: [batch_size]\n", "\n", " return tensor_loss_evaluator(\n", " states=states,\n", " actions=actions,\n", " rewards=rewards,\n", " next_states=next_states,\n", " is_done=is_done,\n", " agent=agent,\n", " target_network=target_network,\n", " gamma=gamma,\n", " check_shapes=check_shapes,\n", " )\n" ] }, { "cell_type": "markdown", "metadata": { "id": "x8AvquAtsoUG" }, "source": [ "Sanity checks" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "5nRoOn30soUG" }, "outputs": [], "source": [ "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(10)\n", "\n", "loss = compute_td_loss(obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch,\n", " agent, target_network,\n", " gamma=0.99, check_shapes=True)\n", "loss.backward()\n", "\n", "assert loss.requires_grad and tuple(loss.data.size()) == (), \\\n", " \"you must return scalar loss - mean over batch\"\n", "assert np.any(next(agent.parameters()).grad.data.cpu().numpy() != 0), \\\n", " \"loss must be differentiable w.r.t. network weights\"\n", "assert np.all(next(target_network.parameters()).grad is None), \\\n", " \"target network should not have grads\"" ] }, { "cell_type": "markdown", "metadata": { "id": "KIplL0hSsoUG" }, "source": [ "## Main loop (3 pts)\n", "\n", "**If deadline is tonight and it has not converged:** It is ok. Send the notebook today and when it converges send it again.\n", "If the code is exactly the same points will not be discounted.\n", "\n", "It's time to put everything together and see if it learns anything." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "-JV-ulB-soUG" }, "outputs": [], "source": [ "from tqdm.auto import trange\n", "from IPython.display import clear_output\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import random\n", "\n", "seed = # your favourite seed\n", "random.seed(seed)\n", "np.random.seed(seed)\n", "torch.manual_seed(seed)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "-eurxA-_soUG", "outputId": "4eb73eb0-771c-442e-a086-50bae3ebd9d8" }, "outputs": [], "source": [ "env = make_final_env()\n", "\n", "state, _ = env.reset(seed=seed)\n", "\n", "agent = DQNAgent(\n", " DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS),\n", " epsilon=1\n", ").to(device)\n", "target_network = DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS).to(device)\n", "target_network.load_state_dict(agent.q_network.state_dict())\n", "\n", "action_sampler = DqnActionSampler(agent)\n", "action_sampler_random = RandomActionSampler(env.action_space)" ] }, { "cell_type": "markdown", "metadata": { "id": "WZg25kIasoUG" }, "source": [ "Buffer of size $10^4$ can probably pass the threshold for this assignment.\n", "\n", "Larger sizes ($10^5$ and $10^6$ are common) can show a much higher score." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "hWyMxfN4soUG", "outputId": "a0d4147b-56b2-4f69-802a-0da87ad82bdb", "scrolled": true }, "outputs": [], "source": [ "from dqn.utils import is_enough_ram\n", "\n", "REPLAY_BUFFER_SIZE = 10**6\n", "# INITIAL_BUFFER_FILL = 50_000 # Nature DQN Extended Data Table 1\n", "INITIAL_BUFFER_FILL = 200_000 # Rainbow without prioritization\n", "_n_steps = 100\n", "\n", "exp_replay = ReplayBuffer(REPLAY_BUFFER_SIZE)\n", "for i in trange(INITIAL_BUFFER_FILL // _n_steps):\n", " if not is_enough_ram(min_available_gb=0.1):\n", " print(\"\"\"\n", " Less than 100 Mb RAM available.\n", " Make sure the buffer size in not too huge.\n", " Also check, maybe other processes consume RAM heavily.\n", " \"\"\"\n", " )\n", " break\n", " play_and_record(state, action_sampler_random, env, exp_replay, n_steps=_n_steps)\n", " if len(exp_replay) >= INITIAL_BUFFER_FILL:\n", " break\n", "print(len(exp_replay))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "len(exp_replay)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "_ca9vbW4soUG" }, "outputs": [], "source": [ "update_frequency = 4 # n_steps for play_and_record; Nature DQN Extended Data Table 1 + Rainbow Table 4: Additional hyper-parameters\n", "batch_size = 32 # Nature DQN Extended Data Table 1 + Table 4: Additional hyper-parameters\n", "total_steps = 10 * 10**6 # this can be long, feel free to stop the training when the target score is reached\n", "decay_steps = 10**6 # Nature DQN Extended Data Table 1\n", "\n", "opt = torch.optim.Adam(agent.parameters(), lr=6.25e-05, eps=1.4e-4) # Rainbow\n", "\n", "init_epsilon = 1 # Nature DQN\n", "final_epsilon = 0.1 # Nature DQN\n", "\n", "loss_freq = 100\n", "refresh_target_network_freq = 10_000 # Nature DQN\n", "eval_freq = 10_000\n", "\n", "max_grad_norm = 10 # Dueling DQN\n", "\n", "n_lives = 5" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "oJWs0q-6soUG" }, "outputs": [], "source": [ "step = 0" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "675-JU0hsoUG" }, "outputs": [], "source": [ "import time\n", "\n", "def wait_for_keyboard_interrupt():\n", " try:\n", " while True:\n", " time.sleep(1)\n", " except KeyboardInterrupt:\n", " pass" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from dqn.utils import linear_decay, is_enough_ram\n", "from torch.utils.tensorboard import SummaryWriter\n", "from dqn.logger import Logger" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "use_tensorboard = True # Set to False to use simple matplotlib" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "logger = Logger(use_tensorboard=use_tensorboard)\n", "\n", "if use_tensorboard:\n", " %load_ext tensorboard\n", " %tensorboard --logdir runs" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "FgQ1vK3CsoUG", "scrolled": true }, "outputs": [], "source": [ "env = make_final_env()\n", "state, _ = env.reset()\n", "\n", "with trange(step, total_steps + 1) as progress_bar:\n", " for step in progress_bar:\n", " if not is_enough_ram():\n", " print('Less than 100 MB RAM available, freezing.')\n", " print('Ensure everything is okay and use KeyboardInterrupt to continue.')\n", " wait_for_keyboard_interrupt()\n", "\n", " agent.epsilon = linear_decay(init_epsilon, final_epsilon, step, decay_steps)\n", "\n", " # Play\n", " _, state = play_and_record(state, action_sampler, env, exp_replay, n_steps=update_frequency)\n", "\n", " # Train\n", " s, a, r, s_next, done = exp_replay.sample(batch_size)\n", " # \n", "\n", " loss = compute_td_loss(s, a, r, s_next, done, agent, target_network, device=device) # Ensure 'device' is defined\n", "\n", " loss.backward()\n", " grad_norm = nn.utils.clip_grad_norm_(agent.parameters(), max_grad_norm)\n", " opt.step()\n", " opt.zero_grad()\n", "\n", " if step % loss_freq == 0:\n", " loss_value = loss.data.cpu().item()\n", " grad_norm_value = grad_norm.cpu().item()\n", " logger.log_loss(loss_value, step)\n", " logger.log_grad_norm(grad_norm_value, step)\n", "\n", " if step % refresh_target_network_freq == 0:\n", " # Load agent weights into target_network\n", " target_network.load_state_dict(agent.q_network.state_dict())\n", " torch.save(agent.state_dict(), \"last_state_dict.pt\")\n", "\n", " if step % eval_freq == 0:\n", " mean_reward = evaluate(\n", " make_final_env(), agent, n_games=3 * n_lives, greedy=True, seed=step\n", " )\n", " initial_state_q_values = agent.get_qvalues(\n", " [make_final_env().reset(seed=step)[0]]\n", " )\n", " initial_v = np.max(initial_state_q_values).item()\n", "\n", " logger.log_mean_reward(mean_reward, step)\n", " logger.log_initial_state_v(initial_v, step)\n", "\n", " clear_output(True)\n", " print(\"Buffer size = %i, Epsilon = %.5f\" % (len(exp_replay), agent.epsilon))\n", "\n", " if not use_tensorboard:\n", " # If using matplotlib, plot the metrics\n", " logger.plot()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "agent = DQNAgent(\n", " DQNetworkDueling(N_FRAMES_STACKED, N_ACTIONS),\n", " epsilon=1\n", ").to(device)\n", "agent.load_state_dict(torch.load(\"last_state_dict.pt\"))" ] }, { "cell_type": "markdown", "metadata": { "id": "ZEDQhQrdsoUG" }, "source": [ "Agent is evaluated for 1 life, not for a whole episode of 5 lives. Rewards in evaluation are also truncated. Cuz this is what environment the agent is learning in and in this way mean rewards per life can be compared with initial state value\n", "\n", "**The goal is to get 15 points in the real env**. So 3 or better 4 points in the preprocessed one will probably be enough. You can interrupt learning then." ] }, { "cell_type": "markdown", "metadata": { "id": "s0jLjYGwsoUG" }, "source": [ "Final scoring is done on a whole episode with all 5 lives." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "xTGVrwwQsoUG" }, "outputs": [], "source": [ "final_score = evaluate(\n", " make_final_env(),\n", " agent, n_games=30, greedy=True, t_max=10 * 1000, seed=9\n", ")\n", "print('final score:', final_score)\n", "assert final_score >= 3, 'not as cool as DQN can'\n", "print('Cool!')" ] }, { "cell_type": "markdown", "metadata": { "id": "ovaG8N4lsoUH" }, "source": [ "## How to interpret plots:\n", "\n", "This aint no supervised learning so don't expect anything to improve monotonously.\n", "* **TD loss** is the MSE between agent's current Q-values and target Q-values. It may slowly increase or decrease, it's ok. The \"not ok\" behavior includes going NaN or stayng at exactly zero before agent has perfect performance.\n", "* **grad norm** just shows the intensivity of training. Not ok is growing to values of about 100 (or maybe even 50) though it depends on network architecture.\n", "* **mean reward** is the expected sum of r(s,a) agent gets over the full game session. It will oscillate, but on average it should get higher over time (after a few thousand iterations...).\n", " * In basic q-learning implementation it takes about 40k steps to \"warm up\" agent before it starts to get better.\n", "* **Initial state V** is the expected discounted reward for episode in the oppinion of the agent. It should behave more smoothly than **mean reward**. It should get higher over time but sometimes can experience drawdowns because of the agaent's overestimates.\n", "* **buffer size** - this one is simple. It should go up and cap at max size.\n", "* **epsilon** - agent's willingness to explore. If you see that agent's already at 0.01 epsilon before it's average reward is above 0 - it means you need to increase epsilon. Set it back to some 0.2 - 0.5 and decrease the pace at which it goes down.\n", "* Smoothing of plots is done with a gaussian kernel\n", "\n", "At first your agent will lose quickly. Then it will learn to suck less and at least hit the ball a few times before it loses. Finally it will learn to actually score points.\n", "\n", "**Training will take time.** A lot of it actually. Probably you will not see any improvment during first **150k** time steps (note that by default in this notebook agent is evaluated every 5000 time steps).\n", "\n", "But hey, long training time isn't _that_ bad:\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/training.png)" ] }, { "cell_type": "markdown", "metadata": { "id": "kVV72AB-soUH" }, "source": [ "## About hyperparameters:\n", "\n", "The task has something in common with supervised learning: loss is optimized through the buffer (instead of Train dataset). But the distribution of states and actions in the buffer **is not stationary** and depends on the policy it was generated by. It can even happen that the mean TD error across the buffer is very low but the performance is extremely poor (imagine the agent collecting data to the buffer always manages to avoid the ball).\n", "\n", "* Total timesteps and training time: It seems to be so huge, but actually it is normal for RL.\n", "\n", "* $\\epsilon$ decay shedule was taken from the original paper and is like traditional for epsilon-greedy policies. At the beginning of the training the agent's greedy policy is poor so many random actions should be taken.\n", "\n", "* Optimizer: In the original paper RMSProp was used (they did not have Adam in 2013) and it can work not worse than Adam. For us Adam was default and it worked.\n", "\n", "* lr: $10^{-3}$ would probably be too huge\n", "\n", "* target network update frequency: has something in common with learning rate. Too frequent updates can lead to divergence. Too rare can lead to slow leraning. For millions of total timesteps thousands of inner steps seem ok. One iteration of target network updating is an iteration of the (this time approximate) $\\gamma$-compression that stands behind Q-learning. The more inner steps it makes the more accurate is the compression." ] }, { "cell_type": "markdown", "metadata": { "id": "Plp8WC_esoUH" }, "source": [ "### Video" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "DdExc_AssoUH" }, "outputs": [], "source": [ "# record sessions\n", "from gymnasium.wrappers import RecordVideo\n", "\n", "with make_final_env() as env, RecordVideo(\n", " env=env, video_folder=\"./videos\", episode_trigger=lambda episode_number: True\n", ") as env_monitor:\n", " sessions = [\n", " evaluate(env_monitor, agent, n_games=n_lives, greedy=True) for _ in range(10)\n", " ]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "lt6xg1n_soUH" }, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": { "id": "fLPx2aI7soUH" }, "source": [ "## Let's have a closer look at this. Interpretation (2 pts).\n", "\n", "Let's play 5 episodes (note that the game has 5 lives) and log some stats:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from dqn.analysis import play_and_log_episode\n", "\n", "env = make_final_env()\n", "stats = play_and_log_episode(env, agent)\n", "\n", "print(\"Keys:\", list(stats.keys()))\n", "print(\"Shapes:\")\n", "for key in [\"states\", \"qvalues\", \"actions\", \"rewards\"]:\n", " print(f\"{key}: {stats[key].shape}\")\n", "print(\"terminated:\", stats[\"episode_finished\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot rewards:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plt.plot(stats[\"rewards\"])\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Your task it to evaluate the following quantities from the logs:\n", "1. Discounted returns: $G[t] = \\sum_{t'=t}^T \\gamma ^ {t' - t}r[t]$, where $T$ is the total time of an episode.\n", "2. State Values estimated by the agent: $V_{agent}[t] = \\max_{a}Q_{agent}(s[t], a)$. \n", "3. Q-spread: $\\Delta Q[t] = \\max_{a}Q_{agent}(s[t], a) - \\min_{a}Q_{agent}(s[t], a)$\n", "\n", "Create a new env: `env = make_final_env()`, play for 5 episodes (a full game has 5 lives, so it will be 1 full game). \n", "Plot rewards and the evaluated quantites for each of them. \n", "Using the plots, can you find points where the ball hits the wall? \n", "Where the ball hits the platform? \n", "Probably, you won't need all the quantities for that, but it's still good to check the behavior of a model.\n", "\n", "The `merge_frame_stack_to_plot` function may be useful." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_discounted_returns(rewards: Reversible[float], gamma: float) -> list[float]:\n", " \"\"\"\n", " Calculates G[t] for each t, given rewards and gamma.\n", "\n", " Tip: Iterate backwards through rewards and use the following relationship:\n", " G[t] = r[t] + gamma * G[t + 1]\n", " \"\"\"\n", " returns_reverse: list[float] = []\n", " last_return: float = 0\n", " for r in reversed(rewards):\n", " # your code\n", " returns = list(reversed(returns_reverse))\n", " return returns\n" ] }, { "cell_type": "markdown", "metadata": { "id": "e36bU0u8soUH" }, "source": [ "## Bonus I (2 pts). Get High Score!\n", "\n", "Get mean reward per life:\n", "1. $\\geq 20$: +1 pt\n", "2. $\\geq 40$: +2 pts" ] }, { "cell_type": "markdown", "metadata": { "id": "78e4nRoSsoUH" }, "source": [ "## Bonus II (2+ pts). Apply modifications to DQN.\n", "\n", "* [Prioritized experience replay](https://arxiv.org/abs/1511.05952) (2 pts, please check for effective open-source implementations)\n", "* [Noisy Nets](https://arxiv.org/abs/1706.10295) (2 pts, please, pay attention to the exploration policy and whether epsilon-greedy policy is used)\n", "* [distributional RL](https://arxiv.org/abs/1707.06887)(distributional and distributed stand for different things here) (3 pts)\n", "* Other modifications (2+ pts depending on complexity)" ] }, { "cell_type": "markdown", "metadata": { "id": "j_3RXboysoUH" }, "source": [ "## Bonus III (2 pts). Distributed RL.\n", "\n", "https://gymnasium.farama.org/api/vector/#gymnasium.vector.AsyncVectorEnv" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "f9X5aB56soUI" }, "outputs": [], "source": [] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: week04_approx_rl/homework_tf.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Deep Q-Network implementation\n", "\n", "This notebook shamelessly demands you to implement a DQN - an approximate q-learning algorithm with experience replay and target networks - and see if it works any better this way." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules:\n", " %tensorflow_version 1.x\n", " \n", " if not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/framebuffer.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/replay_buffer.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/atari_wrappers.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week04_approx_rl/utils.py\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Frameworks__ - we'll accept this homework in any deep learning framework. This particular notebook was designed for tensorflow, but you will find it easy to adapt it to almost any python-based deep learning framework." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import random\n", "import numpy as np\n", "import utils" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's play some old videogames\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/nerd.png)\n", "\n", "This time we're gonna apply approximate q-learning to an Atari game called Breakout. It's not the hardest thing out there, but it's definitely way more complex than anything we tried before.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "ENV_NAME = \"BreakoutNoFrameskip-v4\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preprocessing (3 pts)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what observations look like." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = gym.make(ENV_NAME)\n", "env.reset()\n", "\n", "n_cols = 5\n", "n_rows = 2\n", "fig = plt.figure(figsize=(16, 9))\n", "\n", "for row in range(n_rows):\n", " for col in range(n_cols):\n", " ax = fig.add_subplot(n_rows, n_cols, row * n_cols + col + 1)\n", " ax.imshow(env.render('rgb_array'))\n", " env.step(env.action_space.sample())\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Processing game image \n", "\n", "Raw Atari images are large, 210x160x3 by default. However, we don't need that level of detail in order to learn them.\n", "\n", "We can thus save a lot of time by preprocessing game image, including\n", "* Resizing to a smaller shape, 64 x 64\n", "* Converting to grayscale\n", "* Cropping irrelevant image parts (top & bottom)\n", "\n", "Tip: You can implement your own grayscale converter and assign a huge weight to the red channel. This dirty trick is not necessary but it will speed up learning." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from gym.core import ObservationWrapper\n", "from gym.spaces import Box\n", "\n", "import cv2\n", "\n", "\n", "class PreprocessAtariObs(ObservationWrapper):\n", " def __init__(self, env):\n", " \"\"\"A gym wrapper that crops, scales image into the desired shapes and optionally grayscales it.\"\"\"\n", " super().__init__(env)\n", "\n", " self.img_size = (64, 64, 1)\n", " self.observation_space = Box(0.0, 1.0, self.img_size)\n", "\n", " def _to_gray_scale(self, rgb, channel_weights=[0.8, 0.1, 0.1]):\n", " \n", "\n", " def observation(self, img):\n", " \"\"\"what happens to each observation\"\"\"\n", "\n", " # Here's what you need to do:\n", " # * Crop image, remove irrelevant parts.\n", " # * Resize image to self.img_size. Use cv2.resize or any other library you want,\n", " # e.g. PIL or Keras. Do not use skimage.transform.resize because it is roughly\n", " # 6x slower than cv2.resize.\n", " # * Cast image to grayscale.\n", " # * Convert image pixels to (0, 1) range, float32 type.\n", "\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "# spawn game instance for tests\n", "env = gym.make(ENV_NAME) # create raw env\n", "env = PreprocessAtariObs(env)\n", "\n", "observation_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "\n", "obs = env.reset()\n", "\n", "\n", "# test observation\n", "assert obs.ndim == 3, \"observation must be [height, width, channels] even if there's just one channel\"\n", "assert obs.shape == observation_shape, (obs.shape, observation_shape)\n", "assert obs.dtype == np.float32\n", "assert len(np.unique(obs)) > 2, \"your image must not be binary\"\n", "assert 0 <= np.min(obs) and np.max(obs) <= 1, \"convert image pixels to (0,1) range\"\n", "assert np.max(obs) >= 0.5, \"It would be easier to see a brighter observation\"\n", "assert np.mean(obs) >= 0.1, \"It would be easier to see a brighter observation\"\n", "\n", "assert np.max(obs) >= 0.5, \"It would be easier to see a brighter observation\"\n", "assert np.mean(obs) >= 0.1, \"It would be easier to see a brighter observation\"\n", "\n", "print(\"Formal tests seem fine. Here's an example of what you'll get.\")\n", "\n", "\n", "n_cols = 5\n", "n_rows = 2\n", "fig = plt.figure(figsize=(16, 9))\n", "obs = env.reset()\n", "for row in range(n_rows):\n", " for col in range(n_cols):\n", " ax = fig.add_subplot(n_rows, n_cols, row * n_cols + col + 1)\n", " ax.imshow(obs[:, :, 0], interpolation='none', cmap='gray')\n", " obs, _, _, _ = env.step(env.action_space.sample())\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wrapping." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**About the game:** You have 5 lives and get points for breaking the wall. Higher bricks cost more than the lower ones. There are 4 actions: start game (should be called at the beginning and after each life is lost), move left, move right and do nothing. There are some common wrappers used for Atari environments." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import atari_wrappers\n", "\n", "def PrimaryAtariWrap(env, clip_rewards=True):\n", " assert 'NoFrameskip' in env.spec.id\n", "\n", " # This wrapper holds the same action for frames and outputs\n", " # the maximal pixel value of 2 last frames (to handle blinking\n", " # in some envs)\n", " env = atari_wrappers.MaxAndSkipEnv(env, skip=4)\n", "\n", " # This wrapper sends done=True when each life is lost\n", " # (not all the 5 lives that are givern by the game rules).\n", " # It should make easier for the agent to understand that losing is bad.\n", " env = atari_wrappers.EpisodicLifeEnv(env)\n", "\n", " # This wrapper laucnhes the ball when an episode starts.\n", " # Without it the agent has to learn this action, too.\n", " # Actually it can but learning would take longer.\n", " env = atari_wrappers.FireResetEnv(env)\n", "\n", " # This wrapper transforms rewards to {-1, 0, 1} according to their sign\n", " if clip_rewards:\n", " env = atari_wrappers.ClipRewardEnv(env)\n", "\n", " # This wrapper is yours :)\n", " env = PreprocessAtariObs(env)\n", " return env" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Frame buffer\n", "\n", "Our agent can only process one observation at a time, so we gotta make sure it contains enough information to fing optimal actions. For instance, agent has to react to moving objects so he must be able to measure object's velocity.\n", "\n", "To do so, we introduce a buffer that stores 4 last images. This time everything is pre-implemented for you." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from framebuffer import FrameBuffer\n", "\n", "\n", "def make_env(clip_rewards=True, seed=None):\n", " env = gym.make(ENV_NAME) # create raw env\n", " if seed is not None:\n", " env.seed(seed)\n", " env = PrimaryAtariWrap(env, clip_rewards)\n", " env = FrameBuffer(env, n_frames=4, dim_order='tensorflow')\n", " return env\n", "\n", "\n", "env = make_env()\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_shape = env.observation_space.shape" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for _ in range(50):\n", " obs, _, _, _ = env.step(env.action_space.sample())\n", "\n", "\n", "plt.figure()\n", "plt.title(\"Game image\")\n", "plt.imshow(env.render(\"rgb_array\"))\n", "plt.show()\n", "\n", "plt.figure(figsize=[12,10])\n", "plt.title(\"Agent observation (4 frames left to right)\")\n", "plt.imshow(obs.transpose([0, 2, 1]).reshape([state_shape[0], -1]))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## DQN as it is (4 pts)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Building a network\n", "\n", "We now need to build a neural network that can map images to state q-values. This network will be called on every agent's step so it better not be resnet-152 unless you have an array of GPUs. Instead, you can use strided convolutions with a small number of features to save time and memory.\n", "\n", "You can build any architecture you want, but for reference, here's something that will more or less work:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/dqn_arch.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Dueling network: (+2 pts)**\n", "$$Q_{\\theta}(s, a) = V_{\\eta}(f_{\\xi}(s)) + A_{\\psi}(f_{\\xi}(s), a) - \\frac{\\sum_{a'}A_{\\psi}(f_{\\xi}(s), a')}{N_{actions}},$$\n", "where $\\xi$, $\\eta$, and $\\psi$ are, respectively, the parameters of the\n", "shared encoder $f_ξ$ , of the value stream $V_\\eta$ , and of the advan\n", "tage stream $A_\\psi$; and $\\theta = \\{\\xi, \\eta, \\psi\\}$ is their concatenation.\n", "\n", "For the architecture on the image $V$ and $A$ heads can follow the dense layer instead of $Q$. Please don't worry that the model becomes a little bigger." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "tf.reset_default_graph()\n", "sess = tf.InteractiveSession()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from tensorflow.keras.layers import Conv2D, Dense, Flatten\n", "from tensorflow.keras import models\n", "\n", "\n", "class DQNAgent:\n", " def __init__(self, name, state_shape, n_actions, epsilon=0, reuse=False):\n", " \"\"\"A simple DQN agent\"\"\"\n", " with tf.variable_scope(name, reuse=reuse):\n", "\n", " \n", "\n", " # prepare a graph for agent step\n", " self.state_t = tf.placeholder('float32', [None, ] + list(state_shape))\n", " self.qvalues_t = self.get_symbolic_qvalues(self.state_t)\n", "\n", " self.weights = tf.get_collection(\n", " tf.GraphKeys.TRAINABLE_VARIABLES, scope=name)\n", " self.epsilon = epsilon\n", "\n", " def get_symbolic_qvalues(self, state_t):\n", " \"\"\"takes agent's observation, returns qvalues. Both are tf Tensors\"\"\"\n", " \n", " qvalues = \n", "\n", " assert tf.is_numeric_tensor(qvalues) and qvalues.shape.ndims == 2, \\\n", " \"please return 2d tf tensor of qvalues [you got %s]\" % repr(qvalues)\n", " assert int(qvalues.shape[1]) == n_actions\n", "\n", " return qvalues\n", "\n", " def get_qvalues(self, state_t):\n", " \"\"\"Same as symbolic step except it operates on numpy arrays\"\"\"\n", " sess = tf.get_default_session()\n", " return sess.run(self.qvalues_t, {self.state_t: state_t})\n", "\n", " def sample_actions(self, qvalues):\n", " \"\"\"pick actions given qvalues. Uses epsilon-greedy exploration strategy. \"\"\"\n", " epsilon = self.epsilon\n", " batch_size, n_actions = qvalues.shape\n", " random_actions = np.random.choice(n_actions, size=batch_size)\n", " best_actions = qvalues.argmax(axis=-1)\n", " should_explore = np.random.choice([0, 1], batch_size, p=[1-epsilon, epsilon])\n", " return np.where(should_explore, random_actions, best_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "agent = DQNAgent(\"dqn_agent\", state_shape, n_actions, epsilon=1)\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's try out our agent to see if it raises any errors." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def evaluate(env, agent, n_games=1, greedy=False, t_max=10000):\n", " \"\"\" Plays n_games full games. If greedy, picks actions as argmax(qvalues). Returns mean reward. \"\"\"\n", " rewards = []\n", " for _ in range(n_games):\n", " s = env.reset()\n", " reward = 0\n", " for _ in range(t_max):\n", " qvalues = agent.get_qvalues([s])\n", " action = qvalues.argmax(axis=-1)[0] if greedy else agent.sample_actions(qvalues)[0]\n", " s, r, done, _ = env.step(action)\n", " reward += r\n", " if done:\n", " break\n", "\n", " rewards.append(reward)\n", " return np.mean(rewards)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "evaluate(env, agent, n_games=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Experience replay\n", "For this assignment, we provide you with experience replay buffer. If you implemented experience replay buffer in last week's assignment, you can copy-paste it here __to get 2 bonus points__.\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/exp_replay.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The interface is fairly simple:\n", "* `exp_replay.add(obs, act, rw, next_obs, done)` - saves (s,a,r,s',done) tuple into the buffer\n", "* `exp_replay.sample(batch_size)` - returns observations, actions, rewards, next_observations and is_done for `batch_size` random samples.\n", "* `len(exp_replay)` - returns number of elements stored in replay buffer." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from replay_buffer import ReplayBuffer\n", "exp_replay = ReplayBuffer(10)\n", "\n", "for _ in range(30):\n", " exp_replay.add(env.reset(), env.action_space.sample(), 1.0, env.reset(), done=False)\n", "\n", "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(5)\n", "\n", "assert len(exp_replay) == 10, \"experience replay size should be 10 because that's what maximum capacity is\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def play_and_record(initial_state, agent, env, exp_replay, n_steps=1):\n", " \"\"\"\n", " Play the game for exactly n steps, record every (s,a,r,s', done) to replay buffer. \n", " Whenever game ends, add record with done=True and reset the game.\n", " It is guaranteed that env has done=False when passed to this function.\n", "\n", " PLEASE DO NOT RESET ENV UNLESS IT IS \"DONE\"\n", "\n", " :returns: return sum of rewards over time and the state in which the env stays\n", " \"\"\"\n", " # initial state\n", " s = initial_state\n", " sum_rewards = 0\n", "\n", " # Play the game for n_steps as per instructions above\n", " \n", "\n", " return sum_rewards, s" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# testing your code.\n", "exp_replay = ReplayBuffer(2000)\n", "\n", "state = env.reset()\n", "play_and_record(state, agent, env, exp_replay, n_steps=1000)\n", "\n", "# if you're using your own experience replay buffer, some of those tests may need correction.\n", "# just make sure you know what your code does\n", "assert len(exp_replay) == 1000, \"play_and_record should have added exactly 1000 steps, \"\\\n", " \"but instead added %i\" % len(exp_replay)\n", "is_dones = list(zip(*exp_replay._storage))[-1]\n", "\n", "assert 0 < np.mean(is_dones) < 0.1, \"Please make sure you restart the game whenever it is 'done' and record the is_done correctly into the buffer.\"\\\n", " \"Got %f is_done rate over %i steps. [If you think it's your tough luck, just re-run the test]\" % (\n", " np.mean(is_dones), len(exp_replay))\n", "\n", "for _ in range(100):\n", " obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(\n", " 10)\n", " assert obs_batch.shape == next_obs_batch.shape == (10,) + state_shape\n", " assert act_batch.shape == (10,), \\\n", " \"actions batch should have shape (10,) but is instead %s\" % str(act_batch.shape)\n", " assert reward_batch.shape == (10,), \\\n", " \"rewards batch should have shape (10,) but is instead %s\" % str(reward_batch.shape)\n", " assert is_done_batch.shape == (10,), \\\n", " \"is_done batch should have shape (10,) but is instead %s\" % str(is_done_batch.shape)\n", " assert [int(i) in (0, 1) for i in is_dones], \"is_done should be strictly True or False\"\n", " assert [0 <= a < n_actions for a in act_batch], \"actions should be within [0, n_actions)\"\n", "\n", "print(\"Well done!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Target networks\n", "\n", "We also employ the so called \"target network\" - a copy of neural network weights to be used for reference Q-values:\n", "\n", "The network itself is an exact copy of agent network, but it's parameters are not trained. Instead, they are moved here from agent's actual network every so often.\n", "\n", "$$ Q_{reference}(s,a) = r + \\gamma \\cdot \\max _{a'} Q_{target}(s',a') $$\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/target_net.png)\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "target_network = DQNAgent(\"target_network\", state_shape, n_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def load_weigths_into_target_network(agent, target_network):\n", " \"\"\" assign target_network.weights variables to their respective agent.weights values. \"\"\"\n", " assigns = []\n", " for w_agent, w_target in zip(agent.weights, target_network.weights):\n", " assigns.append(tf.assign(w_target, w_agent, validate_shape=True))\n", " # tf.get_default_session().run(assigns)\n", " return assigns" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# create the tf copy graph only once.\n", "copy_step = load_weigths_into_target_network(agent, target_network)\n", "sess.run(copy_step)\n", "# check that it works\n", "sess.run([tf.assert_equal(w, w_target) for w, w_target in zip(agent.weights, target_network.weights)])\n", "print(\"It works!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Learning with... Q-learning\n", "Here we write a function similar to `agent.update` from tabular q-learning." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# placeholders that will be fed with exp_replay.sample(batch_size)\n", "obs_ph = tf.placeholder(tf.float32, shape=(None,) + state_shape)\n", "actions_ph = tf.placeholder(tf.int32, shape=[None])\n", "rewards_ph = tf.placeholder(tf.float32, shape=[None])\n", "next_obs_ph = tf.placeholder(tf.float32, shape=(None,) + state_shape)\n", "is_done_ph = tf.placeholder(tf.float32, shape=[None])\n", "\n", "is_not_done = 1 - is_done_ph\n", "gamma = 0.99" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take q-values for actions agent just took" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "current_qvalues = agent.get_symbolic_qvalues(obs_ph)\n", "current_action_qvalues = tf.reduce_sum(tf.one_hot(actions_ph, n_actions) * current_qvalues, axis=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute Q-learning TD error:\n", "\n", "$$ L = { 1 \\over N} \\sum_i [ Q_{\\theta}(s,a) - Q_{reference}(s,a) ] ^2 $$\n", "\n", "With Q-reference defined as\n", "\n", "$$ Q_{reference}(s,a) = r(s,a) + \\gamma \\cdot max_{a'} Q_{target}(s', a') $$\n", "\n", "Where\n", "* $Q_{target}(s',a')$ denotes q-value of next state and next action predicted by __target_network__\n", "* $s, a, r, s'$ are current state, action, reward and next state respectively\n", "* $\\gamma$ is a discount factor defined two cells above.\n", "\n", "\n", "__Note 1:__ there's an example input below. Feel free to experiment with it before you write the function.\n", "\n", "__Note 2:__ compute_td_loss is a source of 99% of bugs in this homework. If reward doesn't improve, it often helps to go through it line by line [with a rubber duck](https://rubberduckdebugging.com/).\n", "\n", "**Double DQN (+2 pts)**\n", "\n", "$$ Q_{reference}(s,a) = r(s, a) + \\gamma \\cdot\n", "Q_{target}(s',argmax_{a'}Q_\\theta(s', a')) $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "next_qvalues_target = \n", "next_state_values_target = \n", "reference_qvalues = \n", "\n", "# Define loss function for sgd.\n", "td_loss = (current_action_qvalues - reference_qvalues) ** 2\n", "td_loss = tf.reduce_mean(td_loss)\n", "\n", "train_step = tf.train.AdamOptimizer(1e-3).minimize(td_loss, var_list=agent.weights)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for chk_grad in tf.gradients(reference_qvalues, agent.weights):\n", " error_msg = \"Reference q-values should have no gradient w.r.t. agent weights. Make sure you used target_network qvalues! \"\n", " error_msg += \"If you know what you're doing, ignore this assert.\"\n", " assert chk_grad is None or np.allclose(sess.run(chk_grad), sess.run(chk_grad * 0)), error_msg\n", "\n", "assert tf.gradients(reference_qvalues, is_not_done)[0] is not None, \"make sure you used is_not_done\"\n", "assert tf.gradients(reference_qvalues, rewards_ph)[0] is not None, \"make sure you used rewards\"\n", "assert tf.gradients(reference_qvalues, next_obs_ph)[0] is not None, \"make sure you used next states\"\n", "assert tf.gradients(reference_qvalues, obs_ph)[0] is None, \"reference qvalues shouldn't depend on current observation!\" # ignore if you're certain it's ok\n", "print(\"Splendid!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Main loop (3 pts)\n", "\n", "**If deadline is tonight and it has not converged:** It is ok. Send the notebook today and when it converges send it again.\n", "If the code is exactly the same points will not be discounted.\n", "\n", "It's time to put everything together and see if it learns anything." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from tqdm import trange\n", "import pandas as pd\n", "from IPython.display import clear_output\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "seed = \n", "random.seed(seed)\n", "np.random.seed(seed)\n", "tf.set_random_seed(seed)\n", "\n", "env = make_env(seed)\n", "state_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "state = env.reset()\n", "\n", "sess.run(tf.global_variables_initializer())\n", "sess.run(copy_step)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "REPLAY_BUFFER_SIZE = 10**5\n", "\n", "exp_replay = ReplayBuffer(REPLAY_BUFFER_SIZE)\n", "_, state = play_and_record(state, agent, env, exp_replay, n_steps=10000)\n", "\n", "\n", "def sample_batch(exp_replay, batch_size):\n", " obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(batch_size)\n", " return {\n", " obs_ph: obs_batch,\n", " actions_ph: act_batch,\n", " rewards_ph: reward_batch,\n", " next_obs_ph: next_obs_batch,\n", " is_done_ph: is_done_batch,\n", " }" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "timesteps_per_epoch = 10\n", "batch_size = 64\n", "total_steps = 3 * 10**5\n", "decay_steps = 10**5\n", "\n", "init_epsilon = 1\n", "final_epsilon = 0.1\n", "\n", "loss_freq = 5\n", "refresh_target_network_freq = 500\n", "eval_freq = 500\n", "\n", "n_lives = 5" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "mean_rw_history = []\n", "td_loss_history = []\n", "initial_state_v_history = []\n", "step = 0" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state = env.reset()\n", "\n", "with trange(step, total_steps) as progress_bar:\n", " for step in progress_bar:\n", " agent.epsilon = utils.linear_decay(init_epsilon, final_epsilon, step, decay_steps)\n", " \n", " # play\n", " _, state = play_and_record(state, agent, env, exp_replay, timesteps_per_epoch)\n", "\n", " # train\n", " _, loss_t = sess.run([train_step, td_loss], sample_batch(exp_replay, batch_size=batch_size))\n", " \n", " if step % loss_freq == 0:\n", " td_loss_history.append(loss_t)\n", " \n", " if step % refresh_target_network_freq == 0:\n", " # Load agent weights into target_network\n", " sess.run(copy_step)\n", "\n", " if step % eval_freq == 0:\n", " # eval the agent\n", " mean_rw_history.append(evaluate(\n", " make_env(clip_rewards=True, seed=step), agent, n_games=3 * n_lives, greedy=True)\n", " )\n", " initial_state_q_values = agent.get_qvalues(\n", " [make_env(seed=step).reset()]\n", " )\n", " initial_state_v_history.append(np.max(initial_state_q_values))\n", "\n", " clear_output(True)\n", " print(\"buffer size = %i, epsilon = %.5f\" %\n", " (len(exp_replay), agent.epsilon))\n", "\n", " plt.figure(figsize=[16, 9])\n", "\n", " plt.subplot(2, 2, 1)\n", " plt.title(\"Mean reward per life\")\n", " plt.plot(mean_rw_history)\n", " plt.grid()\n", "\n", " assert not np.isnan(td_loss_history[-1])\n", " plt.subplot(2, 2, 2)\n", " plt.title(\"TD loss history (smoothened)\")\n", " plt.plot(utils.smoothen(td_loss_history))\n", " plt.grid()\n", "\n", " plt.subplot(2, 2, 3)\n", " plt.title(\"Initial state V\")\n", " plt.plot(initial_state_v_history)\n", " plt.grid()\n", "\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Agent is evaluated for 1 life, not for a whole episode of 5 lives. Rewards in evaluation are also truncated. Cuz this is what environment the agent is learning in and in this way mean rewards per life can be compared with initial state value\n", "\n", "**The goal is to get 15 points in the real env**. So 3 or better 4 points in the preprocessed one will probably be enough. You can interrupt learning then." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Final scoring is done on a whole episode with all 5 lives." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "final_score = evaluate(\n", " make_env(clip_rewards=False, seed=9),\n", " agent, n_games=30, greedy=True, t_max=10 * 1000\n", ") * n_lives\n", "print('final score:', final_score)\n", "assert final_score >= 15, 'not as cool as DQN can'\n", "print('Cool!')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to interpret plots:\n", "\n", "This aint no supervised learning so don't expect anything to improve monotonously. \n", "* **TD loss** is the MSE between agent's current Q-values and target Q-values. It may slowly increase or decrease, it's ok. The \"not ok\" behavior includes going NaN or stayng at exactly zero before agent has perfect performance.\n", "* **mean reward** is the expected sum of r(s,a) agent gets over the full game session. It will oscillate, but on average it should get higher over time (after a few thousand iterations...). \n", " * In basic q-learning implementation it takes about 40k steps to \"warm up\" agent before it starts to get better.\n", "* **Initial state V** is the expected discounted reward for episode in the oppinion of the agent. It should behave more smoothly than **mean reward**. It should get higher over time but sometimes can experience drawdowns because of the agaent's overestimates.\n", "* **buffer size** - this one is simple. It should go up and cap at max size.\n", "* **epsilon** - agent's willingness to explore. If you see that agent's already at 0.01 epsilon before it's average reward is above 0 - it means you need to increase epsilon. Set it back to some 0.2 - 0.5 and decrease the pace at which it goes down.\n", "* Smoothing of plots is done with a gaussian kernel\n", "\n", "At first your agent will lose quickly. Then it will learn to suck less and at least hit the ball a few times before it loses. Finally it will learn to actually score points.\n", "\n", "**Training will take time.** A lot of it actually. Probably you will not see any improvment during first **150k** time steps (note that by default in this notebook agent is evaluated every 5000 time steps).\n", "\n", "But hey, long training time isn't _that_ bad:\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/training.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## About hyperparameters:\n", "\n", "The task has something in common with supervised learning: loss is optimized through the buffer (instead of Train dataset). But the distribution of states and actions in the buffer **is not stationary** and depends on the policy that generated it. It can even happen that the mean TD error across the buffer is very low but the performance is extremely poor (imagine the agent collecting data to the buffer always manages to avoid the ball).\n", "\n", "* Total timesteps and training time: It seems to be so huge, but actually it is normal for RL.\n", "\n", "* $\\epsilon$ decay shedule was taken from the original paper and is like traditional for epsilon-greedy policies. At the beginning of the training the agent's greedy policy is poor so many random actions should be taken.\n", "\n", "* Optimizer: In the original paper RMSProp was used (they did not have Adam in 2013) and it can work not worse than Adam. For us Adam was default and it worked.\n", "\n", "* lr: $10^{-3}$ would probably be too huge\n", "\n", "* batch size: This one can be very important: if it is too small the agent can fail to learn. Huge batch takes more time to process.\n", "\n", "* target network update frequency: has something in common with learning rate. Too frequent updates can lead to divergence. Too rare can lead to slow learning. For millions of total timesteps thousands of inner steps seem ok. One iteration of target network updating is an iteration of the (this time approximate) $\\gamma$-compression that stands behind Q-learning. The more inner steps it makes the more accurate is the compression." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Let's have a closer look at this.\n", "\n", "If average episode score is below 200 using all 5 lives, then probably DQN has not converged fully. But anyway let's make a more complete record of an episode." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "eval_env = make_env(clip_rewards=False)\n", "record = utils.play_and_log_episode(eval_env, agent)\n", "print('total reward for life:', np.sum(record['rewards']))\n", "for key in record:\n", " print(key)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "fig = plt.figure(figsize=(5, 5))\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "ax.scatter(record['v_mc'], record['v_agent'])\n", "ax.plot(sorted(record['v_mc']), sorted(record['v_mc']),\n", " 'black', linestyle='--', label='x=y')\n", "\n", "ax.grid()\n", "ax.legend()\n", "ax.set_title('State Value Estimates')\n", "ax.set_xlabel('Monte-Carlo')\n", "ax.set_ylabel('Agent')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$\\hat V_{Monte-Carlo}(s_t) = \\sum_{\\tau=0}^{episode~end} \\gamma^{\\tau-t}r_t$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Is there a big bias? It's ok, anyway it works." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Video" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Record sessions\n", "\n", "import gym.wrappers\n", "\n", "with gym.wrappers.Monitor(make_env(), directory=\"videos\", force=True) as env_monitor:\n", " sessions = [evaluate(env_monitor, agent, n_games=n_lives, greedy=True) for _ in range(10)]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus I (2 pts)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**1.** Plot several (say 3) states with high and low spreads of Q estimate by actions i.e.\n", "$$\\max_a \\hat Q(s,a) - \\min_a \\hat Q(s,a)\\$$\n", "Please take those states from different episodes to make sure that the states are really different.\n", "\n", "What should high and low spread mean at least in the world of perfect Q-fucntions?\n", "\n", "Comment the states you like most.\n", "\n", "**2.** Plot several (say 3) states with high td-error and several states with high values of\n", "$$| \\hat V_{Monte-Carlo}(s) - \\hat V_{agent}(s)|,$$ \n", "$$\\hat V_{agent}(s)=\\max_a \\hat Q(s,a).$$ Please take those states from different episodes to make sure that the states are really different. From what part (i.e. beginning, middle, end) of an episode did these states come from?\n", "\n", "Comment the states you like most." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from utils import play_and_log_episode, img_by_obs\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus II (1-5 pts). Get High Score!\n", "\n", "1 point to you for each 50 points of your agent. Truncated by 5 points. Starting with 50 points, **not** 50 + threshold.\n", "\n", "One way is to train for several days and use heavier hardware (why not actually).\n", "\n", "Another way is to apply modifications (see **Bonus III**)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus III (2+ pts). Apply modifications to DQN.\n", "\n", "For inspiration see [Rainbow](https://arxiv.org/abs/1710.02298) - a version of q-learning that combines lots of them.\n", "\n", "Points for Bonus II and Bonus III fully stack. So if modified agent gets score 250+ you get 5 pts for Bonus II + points for modifications. If the final score is 40 then you get the points for modifications.\n", "\n", "\n", "Some modifications:\n", "* [Prioritized experience replay](https://arxiv.org/abs/1511.05952) (5 pts for your own implementation, 3 pts for using a ready one)\n", "* [double q-learning](https://arxiv.org/abs/1509.06461) (2 pts)\n", "* [dueling q-learning](https://arxiv.org/abs/1511.06581) (2 pts)\n", "* multi-step heuristics (see [Rainbow](https://arxiv.org/abs/1710.02298)) (3 pts)\n", "* [Noisy Nets](https://arxiv.org/abs/1706.10295) (3 pts)\n", "* [distributional RL](https://arxiv.org/abs/1707.06887)(distributional and distributed stand for different things here) (5 pts)\n", "* Other modifications (2+ pts depending on complexity)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus IV (4+ pts). Distributed RL.\n", "\n", "Solve the task in a distributed way. It can strongly speed up learning. See [article](https://arxiv.org/pdf/1602.01783.pdf) or some guides." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**As usual bonus points for all the tasks fully stack.**" ] } ], "metadata": { "accelerator": "GPU", "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week04_approx_rl/requirements.txt ================================================ gymnasium[atari,accept-rom-license,classic-control] ale_py ipython ipywidgets notebook matplotlib moviepy numpy opencv-python scipy tensorboard torch torchvision ================================================ FILE: week04_approx_rl/seminar_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "kr_aKWMGEmh-" }, "source": [ "# Approximate q-learning\n", "\n", "In this notebook you will teach a __PyTorch__ neural network to do Q-learning." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "oaMu65ONEmh_" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "avILCRKkEpaX" }, "outputs": [], "source": [ "!pip install gymnasium[classic_control]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "K_SRk2ASEmh_" }, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "x2YvkgprEmh_" }, "outputs": [], "source": [ "env = gym.make(\"CartPole-v0\", render_mode=\"rgb_array\").env\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_dim = env.observation_space.shape\n", "\n", "plt.imshow(env.render())\n", "env.close()" ] }, { "cell_type": "markdown", "metadata": { "id": "sI8W19CwEmh_" }, "source": [ "# Approximate Q-learning: building the network\n", "\n", "To train a neural network policy one must have a neural network policy. Let's build it.\n", "\n", "\n", "Since we're working with a pre-extracted features (cart positions, angles and velocities), we don't need a complicated network yet. In fact, let's build something like this for starters:\n", "\n", "![img](https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/yet_another_week/_resource/qlearning_scheme.png)\n", "\n", "For your first run, please only use linear layers (`nn.Linear`) and activations. Stuff like batch normalization or dropout may ruin everything if used haphazardly.\n", "\n", "Also please avoid using nonlinearities like sigmoid & tanh: since agent's observations are not normalized, sigmoids might be saturated at initialization. Instead, use non-saturating nonlinearities like ReLU.\n", "\n", "Ideally you should start small with maybe 1-2 hidden layers with < 200 neurons and then increase network size if agent doesn't beat the target score." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "YdWXv8WJEmiA" }, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "id": "y2-PcaIQEmiA" }, "outputs": [], "source": [ "network = nn.Sequential()\n", "\n", "network.add_module('layer1', )\n", "\n", "\n", "\n", "# hint: use state_dim[0] as input size" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "8xuWPGriEmiA" }, "outputs": [], "source": [ "def get_action(state, epsilon=0):\n", " \"\"\"\n", " sample actions with epsilon-greedy policy\n", " recap: with p = epsilon pick random action, else pick action with highest Q(s,a)\n", " \"\"\"\n", " state = torch.tensor(state[None], dtype=torch.float32)\n", " q_values = network(state).detach().numpy()\n", "\n", " \n", "\n", " return int( )" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "wroEfSRNEmiA" }, "outputs": [], "source": [ "s, _ = env.reset()\n", "assert tuple(network(torch.tensor([s]*3, dtype=torch.float32)).size()) == (\n", " 3, n_actions), \"please make sure your model maps state s -> [Q(s,a0), ..., Q(s, a_last)]\"\n", "assert isinstance(list(network.modules(\n", "))[-1], nn.Linear), \"please make sure you predict q-values without nonlinearity (ignore if you know what you're doing)\"\n", "assert isinstance(get_action(s), int), \"get_action(s) must return int, not %s. try int(action)\" % (type(get_action(s)))\n", "\n", "# test epsilon-greedy exploration\n", "for eps in [0., 0.1, 0.5, 1.0]:\n", " state_frequencies = np.bincount(\n", " [get_action(s, epsilon=eps) for i in range(10000)], minlength=n_actions)\n", " best_action = state_frequencies.argmax()\n", " assert abs(state_frequencies[best_action] -\n", " 10000 * (1 - eps + eps / n_actions)) < 200\n", " for other_action in range(n_actions):\n", " if other_action != best_action:\n", " assert abs(state_frequencies[other_action] -\n", " 10000 * (eps / n_actions)) < 200\n", " print('e=%.1f tests passed' % eps)" ] }, { "cell_type": "markdown", "metadata": { "id": "f88ovLBQEmiA" }, "source": [ "### Q-learning via gradient descent\n", "\n", "We shall now train our agent's Q-function by minimizing the TD loss:\n", "$$ L = { 1 \\over N} \\sum_i (Q_{\\theta}(s,a) - [r(s,a) + \\gamma \\cdot max_{a'} Q_{-}(s', a')]) ^2 $$\n", "\n", "\n", "Where\n", "* $s, a, r, s'$ are current state, action, reward and next state respectively\n", "* $\\gamma$ is a discount factor defined two cells above.\n", "\n", "The tricky part is with $Q_{-}(s',a')$. From an engineering standpoint, it's the same as $Q_{\\theta}$ - the output of your neural network policy. However, when doing gradient descent, __we won't propagate gradients through it__ to make training more stable (see lectures).\n", "\n", "To do so, we shall use `x.detach()` function which basically says \"consider this thing constant when doing backprop\"." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "id": "bOIpO142EmiB" }, "outputs": [], "source": [ "def compute_td_loss(states, actions, rewards, next_states, is_done, gamma=0.99, check_shapes=False):\n", " \"\"\" Compute td loss using torch operations only. Use the formula above. \"\"\"\n", " states = torch.tensor(\n", " states, dtype=torch.float32) # shape: [batch_size, state_size]\n", " actions = torch.tensor(actions, dtype=torch.long) # shape: [batch_size]\n", " rewards = torch.tensor(rewards, dtype=torch.float32) # shape: [batch_size]\n", " # shape: [batch_size, state_size]\n", " next_states = torch.tensor(next_states, dtype=torch.float32)\n", " is_done = torch.tensor(is_done, dtype=torch.uint8) # shape: [batch_size]\n", "\n", " # get q-values for all actions in current states\n", " predicted_qvalues = network(states) # shape: [batch_size, n_actions]\n", "\n", " # select q-values for chosen actions\n", " predicted_qvalues_for_actions = predicted_qvalues[ # shape: [batch_size]\n", " range(states.shape[0]), actions\n", " ]\n", "\n", " # compute q-values for all actions in next states\n", " predicted_next_qvalues = \n", "\n", " # compute V*(next_states) using predicted next q-values\n", " next_state_values = \n", " assert next_state_values.dtype == torch.float32\n", "\n", " # compute \"target q-values\" for loss - it's what's inside square parentheses in the above formula.\n", " target_qvalues_for_actions = \n", "\n", " # at the last state we shall use simplified formula: Q(s,a) = r(s,a) since s' doesn't exist\n", " target_qvalues_for_actions = torch.where(\n", " is_done, rewards, target_qvalues_for_actions)\n", "\n", " # mean squared error loss to minimize\n", " loss = torch.mean((predicted_qvalues_for_actions -\n", " target_qvalues_for_actions.detach()) ** 2)\n", "\n", " if check_shapes:\n", " assert predicted_next_qvalues.data.dim(\n", " ) == 2, \"make sure you predicted q-values for all actions in next state\"\n", " assert next_state_values.data.dim(\n", " ) == 1, \"make sure you computed V(s') as maximum over just the actions axis and not all axes\"\n", " assert target_qvalues_for_actions.data.dim(\n", " ) == 1, \"there's something wrong with target q-values, they must be a vector\"\n", "\n", " return loss" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "lKi6AK3DEmiB" }, "outputs": [], "source": [ "# sanity checks\n", "s, _ = env.reset()\n", "a = env.action_space.sample()\n", "next_s, r, terminated, _, _ = env.step(a)\n", "loss = compute_td_loss([s], [a], [r], [next_s], [terminated], check_shapes=True)\n", "loss.backward()\n", "\n", "assert len(loss.size()) == 0, \"you must return scalar loss - mean over batch\"\n", "assert np.any(next(network.parameters()).grad.detach().numpy() !=\n", " 0), \"loss must be differentiable w.r.t. network weights\"" ] }, { "cell_type": "markdown", "metadata": { "id": "LgL6G5lFEmiB" }, "source": [ "### Playing the game" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "id": "zsHb_fjjEmiB" }, "outputs": [], "source": [ "opt = torch.optim.Adam(network.parameters(), lr=1e-4)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "id": "nJ_-xtsjEmiB" }, "outputs": [], "source": [ "def generate_session(env, t_max=1000, epsilon=0, train=False):\n", " \"\"\"play env with approximate q-learning agent and train it at the same time\"\"\"\n", " total_reward = 0\n", " s, _ = env.reset()\n", "\n", " for t in range(t_max):\n", " a = get_action(s, epsilon=epsilon)\n", " next_s, r, terminated, truncated, _ = env.step(a)\n", "\n", " if train:\n", " opt.zero_grad()\n", " compute_td_loss([s], [a], [r], [next_s], [terminated]).backward()\n", " opt.step()\n", "\n", " total_reward += r\n", " s = next_s\n", " if terminated or truncated:\n", " break\n", "\n", " return total_reward" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "id": "40mKYuVIEmiB" }, "outputs": [], "source": [ "epsilon = 0.5" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "EXy8ij00EmiB" }, "outputs": [], "source": [ "for i in range(1000):\n", " session_rewards = [generate_session(env, epsilon=epsilon, train=True) for _ in range(100)]\n", " print(\"epoch #{}\\tmean reward = {:.3f}\\tepsilon = {:.3f}\".format(i, np.mean(session_rewards), epsilon))\n", "\n", " epsilon *= 0.99\n", " assert epsilon >= 1e-4, \"Make sure epsilon is always nonzero during training\"\n", "\n", " if np.mean(session_rewards) > 300:\n", " print(\"You Win!\")\n", " break" ] }, { "cell_type": "markdown", "metadata": { "id": "XJPoF9XtEmiB" }, "source": [ "### How to interpret results\n", "\n", "\n", "Welcome to the f.. world of deep f...n reinforcement learning. Don't expect agent's reward to smoothly go up. Hope for it to go increase eventually. If it deems you worthy.\n", "\n", "Seriously though,\n", "* __ mean reward__ is the average reward per game. For a correct implementation it may stay low for some 10 epochs, then start growing while oscilating insanely and converges by ~50-100 steps depending on the network architecture.\n", "* If it never reaches target score by the end of for loop, try increasing the number of hidden neurons or look at the epsilon.\n", "* __ epsilon__ - agent's willingness to explore. If you see that agent's already at < 0.01 epsilon before it's is at least 200, just reset it back to 0.1 - 0.5." ] }, { "cell_type": "markdown", "metadata": { "id": "lhKiN-qOEmiB" }, "source": [ "### Record videos\n", "\n", "As usual, we now use `gymnasium.wrappers.RecordVideo` to record a video of our agent playing the game. Unlike our previous attempts with state binarization, this time we expect our agent to act ~~(or fail)~~ more smoothly since there's no more binarization error at play.\n", "\n", "As you already did with tabular q-learning, we set epsilon=0 for final evaluation to prevent agent from exploring himself to death." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "2yqPkj6HEmiB" }, "outputs": [], "source": [ "# Record sessions\n", "\n", "from gymnasium.wrappers import RecordVideo\n", "\n", "with gym.make(\"CartPole-v0\", render_mode=\"rgb_array\") as record_env, RecordVideo(\n", " record_env, video_folder=\"videos\"\n", ") as env_monitor:\n", " sessions = [\n", " generate_session(env_monitor, epsilon=0, train=False) for _ in range(100)\n", " ]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "afqi2qomEmiC" }, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week04_approx_rl/seminar_tf.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Approximate q-learning\n", "\n", "In this notebook you will teach a __tensorflow__ neural network to do Q-learning." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Frameworks__ - we'll accept this homework in any deep learning framework. This particular notebook was designed for tensorflow, but you will find it easy to adapt it to almost any python-based deep learning framework." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules:\n", " %tensorflow_version 1.x\n", " \n", " if not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = gym.make(\"CartPole-v0\").env\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_dim = env.observation_space.shape\n", "\n", "plt.imshow(env.render(\"rgb_array\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Approximate (deep) Q-learning: building the network\n", "\n", "To train a neural network policy one must have a neural network policy. Let's build it.\n", "\n", "\n", "Since we're working with a pre-extracted features (cart positions, angles and velocities), we don't need a complicated network yet. In fact, let's build something like this for starters:\n", "\n", "![img](https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/yet_another_week/_resource/qlearning_scheme.png)\n", "\n", "For your first run, please only use linear layers (`L.Dense`) and activations. Stuff like batch normalization or dropout may ruin everything if used haphazardly. \n", "\n", "Also please avoid using nonlinearities like sigmoid & tanh: since agent's observations are not normalized, sigmoids might be saturated at initialization. Instead, use non-saturating nonlinearities like ReLU.\n", "\n", "Ideally you should start small with maybe 1-2 hidden layers with < 200 neurons and then increase network size if agent doesn't beat the target score." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "import keras\n", "import keras.layers as L\n", "tf.reset_default_graph()\n", "sess = tf.InteractiveSession()\n", "keras.backend.set_session(sess)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert not tf.test.is_gpu_available(), \\\n", " \"Please complete this assignment without a GPU. If you use a GPU, the code \" \\\n", " \"will run a lot slower due to a lot of copying to and from GPU memory. \" \\\n", " \"To disable the GPU in Colab, go to Runtime → Change runtime type → None.\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "network = keras.models.Sequential()\n", "network.add(L.InputLayer(state_dim))\n", "\n", "" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_action(state, epsilon=0):\n", " \"\"\"\n", " sample actions with epsilon-greedy policy\n", " recap: with p = epsilon pick random action, else pick action with highest Q(s,a)\n", " \"\"\"\n", " \n", " q_values = network.predict(state[None])[0]\n", " \n", " \n", "\n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert network.output_shape == (None, n_actions), \"please make sure your model maps state s -> [Q(s,a0), ..., Q(s, a_last)]\"\n", "assert network.layers[-1].activation == keras.activations.linear, \"please make sure you predict q-values without nonlinearity\"\n", "\n", "# test epsilon-greedy exploration\n", "s = env.reset()\n", "assert np.shape(get_action(s)) == (), \"please return just one action (integer)\"\n", "for eps in [0., 0.1, 0.5, 1.0]:\n", " state_frequencies = np.bincount([get_action(s, epsilon=eps) for i in range(10000)], minlength=n_actions)\n", " best_action = state_frequencies.argmax()\n", " assert abs(state_frequencies[best_action] - 10000 * (1 - eps + eps / n_actions)) < 200\n", " for other_action in range(n_actions):\n", " if other_action != best_action:\n", " assert abs(state_frequencies[other_action] - 10000 * (eps / n_actions)) < 200\n", " print('e=%.1f tests passed'%eps)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Q-learning via gradient descent\n", "\n", "We shall now train our agent's Q-function by minimizing the TD loss:\n", "$$ L = { 1 \\over N} \\sum_i (Q_{\\theta}(s,a) - [r(s,a) + \\gamma \\cdot max_{a'} Q_{-}(s', a')]) ^2 $$\n", "\n", "\n", "Where\n", "* $s, a, r, s'$ are current state, action, reward and next state respectively\n", "* $\\gamma$ is a discount factor defined two cells above.\n", "\n", "The tricky part is with $Q_{-}(s',a')$. From an engineering standpoint, it's the same as $Q_{\\theta}$ - the output of your neural network policy. However, when doing gradient descent, __we won't propagate gradients through it__ to make training more stable (see lectures).\n", "\n", "To do so, we shall use `tf.stop_gradient` function which basically says \"consider this thing constant when doingbackprop\"." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Create placeholders for the tuple and a special indicator for game end (is_done = True)\n", "states_ph = keras.backend.placeholder(dtype='float32', shape=(None,) + state_dim)\n", "actions_ph = keras.backend.placeholder(dtype='int32', shape=[None])\n", "rewards_ph = keras.backend.placeholder(dtype='float32', shape=[None])\n", "next_states_ph = keras.backend.placeholder(dtype='float32', shape=(None,) + state_dim)\n", "is_done_ph = keras.backend.placeholder(dtype='bool', shape=[None])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#get q-values for all actions in current states\n", "predicted_qvalues = network(states_ph)\n", "\n", "#select q-values for chosen actions\n", "predicted_qvalues_for_actions = tf.reduce_sum(predicted_qvalues * tf.one_hot(actions_ph, n_actions), axis=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "gamma = 0.99\n", "\n", "# compute q-values for all actions in next states\n", "predicted_next_qvalues = \n", "\n", "# compute V*(next_states) using predicted next q-values\n", "next_state_values = \n", "\n", "# compute \"target q-values\" for loss - it's what's inside square parentheses in the above formula.\n", "target_qvalues_for_actions = \n", "\n", "# at the last state we shall use simplified formula: Q(s,a) = r(s,a) since s' doesn't exist\n", "target_qvalues_for_actions = tf.where(is_done_ph, rewards_ph, target_qvalues_for_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#mean squared error loss to minimize\n", "loss = (predicted_qvalues_for_actions - tf.stop_gradient(target_qvalues_for_actions)) ** 2\n", "loss = tf.reduce_mean(loss)\n", "\n", "# training function that resembles agent.update(state, action, reward, next_state) from tabular agent\n", "train_step = tf.train.AdamOptimizer(1e-4).minimize(loss)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert tf.gradients(loss, [predicted_qvalues_for_actions])[0] is not None, \"make sure you update q-values for chosen actions and not just all actions\"\n", "assert tf.gradients(loss, [predicted_next_qvalues])[0] is None, \"make sure you don't propagate gradient w.r.t. Q_(s',a')\"\n", "assert predicted_next_qvalues.shape.ndims == 2, \"make sure you predicted q-values for all actions in next state\"\n", "assert next_state_values.shape.ndims == 1, \"make sure you computed V(s') as maximum over just the actions axis and not all axes\"\n", "assert target_qvalues_for_actions.shape.ndims == 1, \"there's something wrong with target q-values, they must be a vector\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Playing the game" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def generate_session(env, t_max=1000, epsilon=0, train=False):\n", " \"\"\"play env with approximate q-learning agent and train it at the same time\"\"\"\n", " total_reward = 0\n", " s = env.reset()\n", " \n", " for t in range(t_max):\n", " a = get_action(s, epsilon=epsilon) \n", " next_s, r, done, _ = env.step(a)\n", " \n", " if train:\n", " sess.run(train_step,{\n", " states_ph: [s], actions_ph: [a], rewards_ph: [r], \n", " next_states_ph: [next_s], is_done_ph: [done]\n", " })\n", "\n", " total_reward += r\n", " s = next_s\n", " if done:\n", " break\n", " \n", " return total_reward" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "epsilon = 0.5" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in range(1000):\n", " session_rewards = [generate_session(env, epsilon=epsilon, train=True) for _ in range(100)]\n", " print(\"epoch #{}\\tmean reward = {:.3f}\\tepsilon = {:.3f}\".format(i, np.mean(session_rewards), epsilon))\n", " \n", " epsilon *= 0.99\n", " assert epsilon >= 1e-4, \"Make sure epsilon is always nonzero during training\"\n", " \n", " if np.mean(session_rewards) > 300:\n", " print(\"You Win!\")\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### How to interpret results\n", "\n", "\n", "Welcome to the f.. world of deep f...n reinforcement learning. Don't expect agent's reward to smoothly go up. Hope for it to go increase eventually. If it deems you worthy.\n", "\n", "Seriously though,\n", "* __ mean reward__ is the average reward per game. For a correct implementation it may stay low for some 10 epochs, then start growing while oscilating insanely and converges by ~50-100 steps depending on the network architecture. \n", "* If it never reaches target score by the end of for loop, try increasing the number of hidden neurons or look at the epsilon.\n", "* __ epsilon__ - agent's willingness to explore. If you see that agent's already at < 0.01 epsilon before it's is at least 200, just reset it back to 0.1 - 0.5." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Record videos\n", "\n", "As usual, we now use `gym.wrappers.Monitor` to record a video of our agent playing the game. Unlike our previous attempts with state binarization, this time we expect our agent to act ~~(or fail)~~ more smoothly since there's no more binarization error at play.\n", "\n", "As you already did with tabular q-learning, we set epsilon=0 for final evaluation to prevent agent from exploring himself to death." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Record sessions\n", "\n", "import gym.wrappers\n", "\n", "with gym.wrappers.Monitor(gym.make(\"CartPole-v0\"), directory=\"videos\", force=True) as env_monitor:\n", " sessions = [generate_session(env_monitor, epsilon=0, train=False) for _ in range(100)]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week04_approx_rl/test_td_loss/compute_td_loss.py ================================================ import torch import torch.nn as nn from typing import Protocol class ComputeTdLossProtocol(Protocol): """ An Protocol which the compute_td_loss function should match. """ def __call__( self, states: torch.Tensor, actions: torch.Tensor, rewards: torch.Tensor, next_states: torch.Tensor, is_done: torch.Tensor, agent: nn.Module, target_network: nn.Module, gamma: float, ): pass class MockAgent(nn.Module): """ An nn.Module, which outputs a value which does not depend on its input. Designed to be used for testing the compute_td_loss function. """ def __init__(self, output_q_values: torch.Tensor): super().__init__() assert output_q_values.dtype == torch.float, output_q_values.dtype assert output_q_values.ndim == 2, output_q_values.shape self.output_q_values = nn.Parameter(output_q_values) def forward(self, state): return torch.clone(self.output_q_values) @torch.no_grad() def test_is_done_is_used(compute_td_loss: ComputeTdLossProtocol): """ Tries to catch the error when compute_td_loss ignores its is_done argument. """ states = torch.empty(1) actions = torch.tensor([0]) rewards = torch.tensor([1], dtype=torch.float) is_done_first = torch.tensor([True]) is_done_second = torch.tensor([False]) next_states = torch.empty(1) gamma = 0.99 q_values_agent = torch.tensor([[1, 1, 1]], dtype=torch.float) q_values_target_network = torch.tensor([[1, 1, 1]], dtype=torch.float) agent = MockAgent(q_values_agent) target_network = MockAgent(q_values_target_network) loss_kwargs = dict( states=states, actions=actions, rewards=rewards, next_states=next_states, agent=agent, target_network=target_network, gamma=gamma, ) loss_first = compute_td_loss(is_done=is_done_first, **loss_kwargs).item() loss_second = compute_td_loss(is_done=is_done_second, **loss_kwargs).item() abs_diff = abs(loss_first - loss_second) if abs_diff > 0.5: msg = "compute_td_loss returned close values for different is_done inputs" assert abs(loss_first - loss_second) > 0.5, msg @torch.no_grad() def test_compute_td_loss_vanilla(compute_td_loss: ComputeTdLossProtocol): """ Checks compute_td_loss on manually precomputed examples. Note: this is a test for vanilla compute_td_loss and it should NOT be used for double_dqn """ samples = [ { "q_agent": [0, 1, 2], "action": 1, "is_done": False, "q_target": [0, 1, 2], "gamma": 0.5, "reward": 5, "answer": 25, }, { "q_agent": [0, 1, 2], "action": 1, "is_done": False, "q_target": [2, 0, 1], "gamma": 0.5, "reward": 5, "answer": 25, }, { "q_agent": [3, 1, 2], "action": 1, "is_done": True, "q_target": [0, 1, 2], "gamma": 0.5, "reward": 5, "answer": 16, }, { "q_agent": [0, 1, 2], "action": 0, "is_done": False, "q_target": [0, 1, 2], "gamma": 0.5, "reward": 5, "answer": 36, }, ] for sample in samples: agent = MockAgent(torch.tensor(sample["q_agent"], dtype=torch.float)[None]) tn = MockAgent(torch.tensor(sample["q_target"], dtype=torch.float)[None]) ans = compute_td_loss( states=torch.empty(1), actions=torch.tensor(sample["action"])[None], rewards=torch.tensor(sample["reward"])[None], next_states=torch.empty(1), is_done=torch.tensor(sample["is_done"])[None], agent=agent, target_network=tn, gamma=sample["gamma"], ).item() abs_diff = abs(ans - sample["answer"]) assert abs_diff < 1e-8, abs_diff @torch.no_grad() def test_compute_td_loss_double(compute_td_loss: ComputeTdLossProtocol): """ Checks compute_td_loss on manually precomputed examples. Note: this is a test for vanilla compute_td_loss and it should NOT be used for double_dqn """ samples = [ { "q_agent": [0, 1, 2], "action": 1, "is_done": False, "q_target": [0, 1, 2], "gamma": 0.5, "reward": 5, "answer": 25, }, { "q_agent": [0, 1, 2], "action": 1, "is_done": False, "q_target": [2, 0, 1], "gamma": 0.5, "reward": 5, "answer": 20.25, }, { "q_agent": [3, 1, 2], "action": 1, "is_done": False, "q_target": [-1, 1, 2], "gamma": 0.5, "reward": 5, "answer": 12.25, }, { "q_agent": [3, 1, 2], "action": 1, "is_done": True, "q_target": [-1, 1, 2], "gamma": 0.5, "reward": 5, "answer": 16, }, { "q_agent": [0, 1, 2], "action": 0, "is_done": False, "q_target": [0, 1, 2], "gamma": 0.5, "reward": 5, "answer": 36, }, ] for sample in samples: agent = MockAgent(torch.tensor(sample["q_agent"], dtype=torch.float)[None]) tn = MockAgent(torch.tensor(sample["q_target"], dtype=torch.float)[None]) ans = compute_td_loss( states=torch.empty(1), actions=torch.tensor(sample["action"])[None], rewards=torch.tensor(sample["reward"])[None], next_states=torch.empty(1), is_done=torch.tensor(sample["is_done"])[None], agent=agent, target_network=tn, gamma=sample["gamma"], ).item() abs_diff = abs(ans - sample["answer"]) assert abs_diff < 1e-8, abs_diff ================================================ FILE: week05_explore/README.md ================================================ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week05_explore/week5.ipynb) ### Slides - [here](https://yadi.sk/i/H0zVBROe3TWWHz) ## Exploration and exploitation * [__main__] David Silver lecture on exploration and expoitation - [video](https://www.youtube.com/watch?v=sGuiWX07sKw) * Alternative lecture by J. Schulman - [video](https://www.youtube.com/watch?v=SfCa1HQMkuw) * Alternative lecture by N. de Freitas (with bayesian opt) - [video](https://www.youtube.com/watch?v=vz3D36VXefI) * Our lectures (russian) - "mathematical" lecture (by Alexander Vorobev) '17 - [slides](https://yadi.sk/i/JAeItALT3JmvCL), [video](https://yadi.sk/i/bVHmu9gt3Hi9Ym) - "practical" lecture '18 - [video](https://yadi.sk/i/_myWJ13O3TdzXo) - Seminar - [video](https://yadi.sk/i/du7FLXs13TdzZS) ## More materials * Gittins Index - the less heuristical approach to bandit exploration - [article](http://www.ece.mcgill.ca/~amahaj1/projects/bandits/book/2013-bandit-computations.pdf) * "Deep" version: variational information maximizing exploration - [video](https://www.youtube.com/watch?v=sRIjxxjVrnY) * Same topics in russian - [video](https://yadi.sk/i/_2_0yqeW3HDbcn) * Lecture covering intrinsically motivated reinforcement learning - [video](https://www.youtube.com/watch?v=aJI_9SoBDaQ) * [Slides](https://yadi.sk/i/8sx42nau3HEYKg) * Same topics in russian - [video](https://www.youtube.com/watch?v=WCE9hhPbCmc) * Note: UCB-1 is not for bernoulli rewards, but for arbitrary r in [0,1], so you can just scale any reward to [0,1] to obtain a peace of mind. It's derived directly from Hoeffding's inequality. * Very interesting blog post written by Lilian Weng that summarises this week's materials: [The Multi-Armed Bandit Problem and Its Solutions](https://lilianweng.github.io/posts/2018-01-23-multi-armed-bandit/) ## Seminar In this seminar, you'll be solving basic and contextual bandits with uncertainty-based exploration like Bayesian UCB and Thompson Sampling. You will also get acquainted with Bayesian Neural Networks. Everything else is in the notebook :) ================================================ FILE: week05_explore/q_learning_agent.py ================================================ from collections import defaultdict import random import math import numpy as np class QLearningAgent: def __init__(self, alpha, epsilon, discount, get_legal_actions): """ Q-Learning Agent based on https://inst.eecs.berkeley.edu/~cs188/sp19/projects.html Instance variables you have access to - self.epsilon (exploration prob) - self.alpha (learning rate) - self.discount (discount rate aka gamma) Functions you should use - self.get_legal_actions(state) {state, hashable -> list of actions, each is hashable} which returns legal actions for a state - self.get_qvalue(state,action) which returns Q(state,action) - self.set_qvalue(state,action,value) which sets Q(state,action) := value !!!Important!!! Note: please avoid using self._qValues directly. There's a special self.get_qvalue/set_qvalue for that. """ self.get_legal_actions = get_legal_actions self._qvalues = defaultdict(lambda: defaultdict(lambda: 0)) self.alpha = alpha self.epsilon = epsilon self.discount = discount def get_qvalue(self, state, action): """ Returns Q(state,action) """ return self._qvalues[state][action] def set_qvalue(self, state, action, value): """ Sets the Qvalue for [state,action] to the given value """ self._qvalues[state][action] = value def get_value(self, state): """ Compute your agent's estimate of V(s) using current q-values V(s) = max_over_action Q(state,action) over possible actions. Note: please take into account that q-values can be negative. """ possible_actions = self.get_legal_actions(state) # If there are no legal actions, return 0.0 if len(possible_actions) == 0: return 0.0 value = max([self.get_qvalue(state, a) for a in possible_actions]) return value def update(self, state, action, reward, next_state, done): """ You should do your Q-Value update here: Q(s,a) := (1 - alpha) * Q(s,a) + alpha * (r + gamma * V(s')) """ # agent parameters gamma = self.discount learning_rate = self.alpha q = reward + gamma * (1 - done) * self.get_value(next_state) q = (1 - learning_rate) * self.get_qvalue(state, action) + learning_rate * q self.set_qvalue(state, action, q) def get_best_action(self, state): """ Compute the best action to take in a state (using current q-values). """ possible_actions = self.get_legal_actions(state) # If there are no legal actions, return None if len(possible_actions) == 0: return None idx = np.argmax([self.get_qvalue(state, a) for a in possible_actions]) return possible_actions[idx] def get_action(self, state): """ Compute the action to take in the current state, including exploration. With probability self.epsilon, we should take a random action. otherwise - the best policy action (self.get_best_action). Note: To pick randomly from a list, use random.choice(list). To pick True or False with a given probablity, generate uniform number in [0, 1] and compare it with your probability """ # Pick Action possible_actions = self.get_legal_actions(state) action = None # If there are no legal actions, return None if len(possible_actions) == 0: return None # agent parameters: epsilon = self.epsilon if np.random.rand() < epsilon: return np.random.choice(possible_actions) return self.get_best_action(state) ================================================ FILE: week05_explore/replay_buffer.py ================================================ # This code is shamelessly stolen from # https://github.com/openai/baselines/blob/master/baselines/deepq/replay_buffer.py import numpy as np import random class ReplayBuffer(object): def __init__(self, size): """Create Replay buffer. Parameters ---------- size: int Max number of transitions to store in the buffer. When the buffer overflows the old memories are dropped. """ self._storage = [] self._maxsize = size self._next_idx = 0 def __len__(self): return len(self._storage) def add(self, obs_t, action, reward, obs_tp1, done): data = (obs_t, action, reward, obs_tp1, done) if self._next_idx >= len(self._storage): self._storage.append(data) else: self._storage[self._next_idx] = data self._next_idx = (self._next_idx + 1) % self._maxsize def _encode_sample(self, idxes): obses_t, actions, rewards, obses_tp1, dones = [], [], [], [], [] for i in idxes: data = self._storage[i] obs_t, action, reward, obs_tp1, done = data obses_t.append(np.array(obs_t, copy=False)) actions.append(np.array(action, copy=False)) rewards.append(reward) obses_tp1.append(np.array(obs_tp1, copy=False)) dones.append(done) return ( np.array(obses_t), np.array(actions), np.array(rewards), np.array(obses_tp1), np.array(dones) ) def sample(self, batch_size): """Sample a batch of experiences. Parameters ---------- batch_size: int How many transitions to sample. Returns ------- obs_batch: np.array batch of observations act_batch: np.array batch of actions executed given obs_batch rew_batch: np.array rewards received as results of executing act_batch next_obs_batch: np.array next set of observations seen after executing act_batch done_mask: np.array done_mask[i] = 1 if executing act_batch[i] resulted in the end of an episode and 0 otherwise. """ idxes = [ random.randint(0, len(self._storage) - 1) for _ in range(batch_size) ] return self._encode_sample(idxes) ================================================ FILE: week05_explore/week5.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": 98, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", "Looking in indexes: https://pypi.yandex-team.ru/simple/\n", "Requirement already satisfied: bsuite in /home/npytincev/.local/lib/python3.8/site-packages (0.3.5)\n", "Requirement already satisfied: plotnine in /home/npytincev/.local/lib/python3.8/site-packages (from bsuite) (0.8.0)\n", "Requirement already satisfied: matplotlib in /home/npytincev/.local/lib/python3.8/site-packages (from bsuite) (3.5.1)\n", "Requirement already satisfied: pandas in /home/npytincev/.local/lib/python3.8/site-packages 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"Requirement already satisfied: dm-tree in /home/npytincev/.local/lib/python3.8/site-packages (from dm-env->bsuite) (0.1.6)\n", "Requirement already satisfied: packaging>=20.0 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (20.9)\n", "Requirement already satisfied: python-dateutil>=2.7 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (2.8.2)\n", "Requirement already satisfied: pyparsing>=2.2.1 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (2.4.7)\n", "Requirement already satisfied: fonttools>=4.22.0 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (4.31.2)\n", "Requirement already satisfied: pillow>=6.2.0 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (8.4.0)\n", "Requirement already satisfied: cycler>=0.10 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (0.10.0)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /home/npytincev/.local/lib/python3.8/site-packages (from matplotlib->bsuite) (1.3.1)\n", "Requirement already satisfied: pytz>=2020.1 in /home/npytincev/.local/lib/python3.8/site-packages (from pandas->bsuite) (2022.1)\n", "Requirement already satisfied: descartes>=1.1.0 in /home/npytincev/.local/lib/python3.8/site-packages (from plotnine->bsuite) (1.1.0)\n", "Requirement already satisfied: patsy>=0.5.1 in /home/npytincev/.local/lib/python3.8/site-packages (from plotnine->bsuite) (0.5.1)\n", "Requirement already satisfied: mizani>=0.7.3 in /home/npytincev/.local/lib/python3.8/site-packages (from plotnine->bsuite) (0.7.4)\n", "Requirement already satisfied: statsmodels>=0.12.1 in /home/npytincev/.local/lib/python3.8/site-packages (from plotnine->bsuite) (0.12.2)\n", "Requirement already satisfied: tifffile>=2019.7.26 in /home/npytincev/.local/lib/python3.8/site-packages (from scikit-image->bsuite) (2022.3.25)\n", "Requirement already satisfied: PyWavelets>=1.1.1 in /home/npytincev/.local/lib/python3.8/site-packages (from scikit-image->bsuite) (1.3.0)\n", "Requirement already satisfied: networkx>=2.2 in /home/npytincev/.local/lib/python3.8/site-packages (from scikit-image->bsuite) (2.5.1)\n", "Requirement already satisfied: imageio>=2.4.1 in /home/npytincev/.local/lib/python3.8/site-packages (from scikit-image->bsuite) (2.16.1)\n", "Requirement already satisfied: palettable in /home/npytincev/.local/lib/python3.8/site-packages (from mizani>=0.7.3->plotnine->bsuite) (3.3.0)\n", "Requirement already satisfied: decorator<5,>=4.3 in /usr/lib/python3/dist-packages (from networkx>=2.2->scikit-image->bsuite) (4.4.2)\n" ] } ], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week05_explore/q_learning_agent.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week05_explore/replay_buffer.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week05_explore/und1.mp4\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week05_explore/und2.mp4\n", "\n", " !pip install -q gymnasium\n", " !pip install -q shimmy[bsuite]\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [], "source": [ "from abc import ABCMeta, abstractmethod, abstractproperty\n", "import enum\n", "\n", "import numpy as np\n", "np.set_printoptions(precision=3)\n", "np.set_printoptions(suppress=True)\n", "\n", "import pandas as pd\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 121, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n" ], "text/plain": [ "" ] }, "execution_count": 121, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import HTML\n", "\n", "HTML(\"\"\"\n", " \n", "\"\"\")" ] }, { "cell_type": "code", "execution_count": 122, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n" ], "text/plain": [ "" ] }, "execution_count": 122, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\n", "HTML(\"\"\"\n", " \n", "\"\"\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Contents\n", "* [1. Bernoulli Bandit](#Part-1.-Bernoulli-Bandit)\n", " * [Bonus 1.1. Gittins index (5 points)](#Bonus-1.1.-Gittins-index-%285-points%29.)\n", " * [HW 1.1. Nonstationary Bernoulli bandit (2 points)](#HW-1.1.-Nonstationary-Bernoulli-bandit)\n", "* [2. Exploration in MDP](#Part-2.-Exploration-in-MDP)\n", " * [2.1 Epsilon-greedy q-learning](#2.1-Epsilon-greedy-q-learning)\n", " * [2.2 Reward shaping](#2.2-Reward-shaping)\n", " * [2.3 Curiosity-driven Exploration](#2.3-Curiosity-driven-Exploration)\n", " * [HW 2.1 Random network distillation (3 points)](#HW-2.1:-Random-network-distillation)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part 1. Bernoulli Bandit\n", "\n", "We are going to implement several exploration strategies for simplest problem - bernoulli bandit.\n", "\n", "The bandit has $K$ actions. Action produce 1.0 reward $r$ with probability $0 \\le \\theta_k \\le 1$ which is unknown to agent, but fixed over time. Agent's objective is to minimize regret over fixed number $T$ of action selections:\n", "\n", "$$\\rho = T\\theta^* - \\sum_{t=1}^T \\theta_{a_t}$$\n", "\n", "Where $\\theta^* = \\max_k\\{\\theta_k\\}$ and $\\theta_{a_t}$ corresponds to the chosen action $a_t$ on each step.\n", "\n", "**Real-world analogy:**\n", "\n", "Clinical trials - we have $K$ pills and $T$ ill patient. After taking pill, patient is cured with probability $\\theta_k$. Task is to find most efficient pill.\n", "\n", "A research on clinical trials - https://arxiv.org/pdf/1507.08025.pdf" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [], "source": [ "class BernoulliBandit:\n", " def __init__(self, n_actions=5):\n", " self._probs = np.random.random(n_actions)\n", "\n", " @property\n", " def action_count(self):\n", " return len(self._probs)\n", "\n", " def pull(self, action):\n", " if np.any(np.random.random() > self._probs[action]):\n", " return 0.0\n", " return 1.0\n", "\n", " def optimal_reward(self):\n", " \"\"\" Used for regret calculation\n", " \"\"\"\n", " return np.max(self._probs)\n", "\n", " def action_value(self, action):\n", " \"\"\" Used for regret calculation\n", " \"\"\"\n", " return self._probs[action]\n", "\n", " def step(self):\n", " \"\"\" Used in nonstationary version\n", " \"\"\"\n", " pass\n", "\n", " def reset(self):\n", " \"\"\" Used in nonstationary version\n", " \"\"\"" ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [], "source": [ "class AbstractAgent(metaclass=ABCMeta):\n", " def init_actions(self, n_actions):\n", " self._successes = np.zeros(n_actions)\n", " self._failures = np.zeros(n_actions)\n", " self._total_pulls = 0\n", "\n", " @abstractmethod\n", " def get_action(self):\n", " \"\"\"\n", " Get current best action\n", " :rtype: int\n", " \"\"\"\n", " pass\n", "\n", " def update(self, action, reward):\n", " \"\"\"\n", " Observe reward from action and update agent's internal parameters\n", " :type action: int\n", " :type reward: int\n", " \"\"\"\n", " self._total_pulls += 1\n", " if reward == 1:\n", " self._successes[action] += 1\n", " else:\n", " self._failures[action] += 1\n", "\n", " @property\n", " def name(self):\n", " return self.__class__.__name__\n", "\n", "\n", "class RandomAgent(AbstractAgent):\n", " def get_action(self):\n", " return np.random.randint(0, len(self._successes))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Epsilon-greedy agent\n", "\n", "**for** $t = 1,2,...$ **do**\n", "\n", "   **for** $k = 1,...,K$ **do**\n", "\n", "       $\\hat\\theta_k \\leftarrow \\alpha_k / (\\alpha_k + \\beta_k)$\n", "\n", "   **end for** \n", "\n", "   $x_t \\leftarrow argmax_{k}\\hat\\theta$ with probability $1 - \\epsilon$ or random action with probability $\\epsilon$\n", "\n", "   Apply $x_t$ and observe $r_t$\n", "\n", "   $(\\alpha_{x_t}, \\beta_{x_t}) \\leftarrow (\\alpha_{x_t}, \\beta_{x_t}) + (r_t, 1-r_t)$\n", "\n", "**end for**\n", "\n", "Implement the algorithm above in the cell below:" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [], "source": [ "class EpsilonGreedyAgent(AbstractAgent):\n", " def __init__(self, epsilon=0.01):\n", " self._epsilon = epsilon\n", "\n", " def get_action(self):\n", " if np.random.random() < self._epsilon:\n", " return np.random.randint(len(self._successes))\n", " else:\n", " return np.argmax(self._successes / (self._successes + self._failures + 0.1))\n", "\n", " @property\n", " def name(self):\n", " return self.__class__.__name__ + \"(epsilon={})\".format(self._epsilon)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### UCB Agent\n", "Epsilon-greedy strategy have no preference for actions. It would be better to select among actions that are uncertain or have potential to be optimal. One can come up with idea of index for each action that represents optimality and uncertainty at the same time. One efficient way to do it is to use UCB1 algorithm:\n", "\n", "**for** $t = 1,2,...$ **do**\n", "\n", "   **for** $k = 1,...,K$ **do**\n", "\n", "       $w_k \\leftarrow \\alpha_k / (\\alpha_k + \\beta_k) + \\sqrt{2\\log(t) \\ / \\ (\\alpha_k + \\beta_k)}$\n", "\n", "   **end for** \n", "\n", "   **end for** \n", " $x_t \\leftarrow argmax_{k}w$\n", "\n", "   Apply $x_t$ and observe $r_t$\n", "\n", "   $(\\alpha_{x_t}, \\beta_{x_t}) \\leftarrow (\\alpha_{x_t}, \\beta_{x_t}) + (r_t, 1-r_t)$\n", "\n", "**end for**\n", "\n", "__Note:__ in practice, one can multiply $\\sqrt{2\\log(t) \\ / \\ (\\alpha_k + \\beta_k)}$ by some tunable parameter to regulate agent's optimism and wilingness to abandon non-promising actions.\n", "\n", "More versions and optimality analysis - https://homes.di.unimi.it/~cesabian/Pubblicazioni/ml-02.pdf" ] }, { "cell_type": "code", "execution_count": 116, "metadata": {}, "outputs": [], "source": [ "class UCBAgent(AbstractAgent):\n", " def get_action(self):\n", " pulls = self._successes + self._failures + 0.1\n", " return np.argmax(self._successes / pulls + np.sqrt(2 * np.log(self._total_pulls + 0.1) / pulls))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Thompson sampling\n", "\n", "UCB1 algorithm does not take into account actual distribution of rewards. If we know the distribution - we can do much better by using Thompson sampling:\n", "\n", "**for** $t = 1,2,...$ **do**\n", "\n", "   **for** $k = 1,...,K$ **do**\n", "\n", "       Sample $\\hat\\theta_k \\sim beta(\\alpha_k, \\beta_k)$\n", "\n", "   **end for** \n", "\n", "   $x_t \\leftarrow argmax_{k}\\hat\\theta$\n", "\n", "   Apply $x_t$ and observe $r_t$\n", "\n", "   $(\\alpha_{x_t}, \\beta_{x_t}) \\leftarrow (\\alpha_{x_t}, \\beta_{x_t}) + (r_t, 1-r_t)$\n", "\n", "**end for**\n", " \n", "\n", "More on Thompson Sampling:\n", "https://web.stanford.edu/~bvr/pubs/TS_Tutorial.pdf" ] }, { "cell_type": "code", "execution_count": 117, "metadata": {}, "outputs": [], "source": [ "class ThompsonSamplingAgent(AbstractAgent):\n", " def get_action(self):\n", " return np.argmax(np.random.beta(self._successes + 1, self._failures + 1))" ] }, { "cell_type": "code", "execution_count": 118, "metadata": {}, "outputs": [], "source": [ "from collections import OrderedDict\n", "\n", "def get_regret(env, agents, n_steps=5000, n_trials=50):\n", " scores = OrderedDict({\n", " agent.name: [0.0 for step in range(n_steps)] for agent in agents\n", " })\n", "\n", " for trial in range(n_trials):\n", " env.reset()\n", "\n", " for a in agents:\n", " a.init_actions(env.action_count)\n", "\n", " for i in range(n_steps):\n", " optimal_reward = env.optimal_reward()\n", "\n", " for agent in agents:\n", " action = agent.get_action()\n", " reward = env.pull(action)\n", " agent.update(action, reward)\n", " scores[agent.name][i] += optimal_reward - env.action_value(action)\n", "\n", " env.step() # change bandit's state if it is unstationary\n", "\n", " for agent in agents:\n", " scores[agent.name] = np.cumsum(scores[agent.name]) / n_trials\n", "\n", " return scores\n", "\n", "def plot_regret(agents, scores):\n", " for agent in agents:\n", " plt.plot(scores[agent.name])\n", "\n", " plt.legend([agent.name for agent in agents])\n", "\n", " plt.ylabel(\"regret\")\n", " plt.xlabel(\"steps\")\n", "\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 120, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":4: RuntimeWarning: invalid value encountered in sqrt\n", " return np.argmax(self._successes / pulls + np.sqrt(2 * np.log(self._total_pulls + 0.1) / pulls))\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Uncomment agents\n", "agents = [\n", " EpsilonGreedyAgent(),\n", " UCBAgent(),\n", " ThompsonSamplingAgent()\n", "]\n", "\n", "regret = get_regret(BernoulliBandit(), agents, n_steps=10000, n_trials=10)\n", "plot_regret(agents, regret)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Bonus 1.1. Gittins index (5 points).\n", "\n", "Bernoulli bandit problem has an optimal solution - Gittins index algorithm. Implement finite horizon version of the algorithm and demonstrate it's performance with experiments. Some articles:\n", "- Wikipedia article - https://en.wikipedia.org/wiki/Gittins_index\n", "- Different algorithms for index computation - http://www.ece.mcgill.ca/~amahaj1/projects/bandits/book/2013-bandit-computations.pdf (see \"Bernoulli\" section)\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# HW 1.1. Nonstationary Bernoulli bandit\n", "\n", "What if success probabilities change over time? Here is an example of such bandit:" ] }, { "cell_type": "code", "execution_count": 300, "metadata": {}, "outputs": [], "source": [ "class DriftingBandit(BernoulliBandit):\n", " def __init__(self, n_actions=5, gamma=0.01):\n", " \"\"\"\n", " Idea from https://github.com/iosband/ts_tutorial\n", " \"\"\"\n", " super().__init__(n_actions)\n", "\n", " self._gamma = gamma\n", "\n", " self._successes = None\n", " self._failures = None\n", " self._steps = 0\n", "\n", " self.reset()\n", "\n", " def reset(self):\n", " self._successes = np.zeros(self.action_count) + 1.0\n", " self._failures = np.zeros(self.action_count) + 1.0\n", " self._steps = 0\n", "\n", " def step(self):\n", " action = np.random.randint(self.action_count)\n", " reward = self.pull(action)\n", " self._step(action, reward)\n", "\n", " def _step(self, action, reward):\n", " self._successes = self._successes * (1 - self._gamma) + self._gamma\n", " self._failures = self._failures * (1 - self._gamma) + self._gamma\n", " self._steps += 1\n", "\n", " self._successes[action] += reward\n", " self._failures[action] += 1.0 - reward\n", "\n", " self._probs = np.random.beta(self._successes, self._failures)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And a picture how it's reward probabilities change over time" ] }, { "cell_type": "code", "execution_count": 301, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "drifting_env = DriftingBandit(n_actions=5)\n", "\n", "drifting_probs = []\n", "for i in range(20000):\n", " drifting_env.step()\n", " drifting_probs.append(drifting_env._probs)\n", "\n", "plt.figure(figsize=(17, 8))\n", "plt.plot(pd.DataFrame(drifting_probs).rolling(window=20).mean())\n", "\n", "plt.xlabel(\"steps\")\n", "plt.ylabel(\"Success probability\")\n", "plt.title(\"Reward probabilities over time\")\n", "plt.legend([\"Action {}\".format(i) for i in range(drifting_env.action_count)])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Your task is to invent an agent that will have better regret than stationary agents from above." ] }, { "cell_type": "code", "execution_count": 302, "metadata": {}, "outputs": [], "source": [ "# YOUR AGENT HERE SECTION" ] }, { "cell_type": "code", "execution_count": 303, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":5: RuntimeWarning: invalid value encountered in sqrt\n", " np.sqrt(2 * np.log(self._total_pulls + 0.1) / (self._successes + self._failures + 0.1)))\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "drifting_agents = [\n", " ThompsonSamplingAgent(),\n", " EpsilonGreedyAgent(),\n", " UCBAgent(),\n", "# YourAgent()\n", "]\n", "\n", "regret = get_regret(DriftingBandit(), drifting_agents, n_steps=20000, n_trials=10)\n", "plot_regret(drifting_agents, regret)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Part 2. Exploration in MDP\n", "\n", "The following problem, called \"deep see\", illustrates importance of exploration in context of mdp's." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "The deep sea problem is implemented as an $N×N$ grid with a one-hot encoding for state.\n", "The agent begins each episode in the top left corner of the grid and descends one row\n", "per timestep. Each episode terminates after N steps, when the agent reaches the bottom\n", "row. In each state there is a random but fixed mapping between actions $A = {0,1}$ and\n", "the transitions ‘left’ and ‘right’. At each timestep there is a small cost $r = −0.01/N$ of\n", "moving right, and $r = 0$ for moving left. However, should the agent transition right at every\n", "timestep of the episode it will be rewarded with an additional reward of $+1$.\n", "\n", "**Question:** Why is the deep see a challengin exploration problem?\n", "\n", "See full paper [here](https://openreview.net/forum?id=rygf-kSYwH)" ] }, { "cell_type": "code", "execution_count": 304, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[37mLoaded bsuite_id: deep_sea/0.\u001b[0m\n" ] }, { "data": { "text/plain": [ "{'size': 10, 'mapping_seed': 42}" ] }, "execution_count": 304, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import torch\n", "from torch import nn\n", "from time import sleep\n", "from tqdm import tqdm\n", "from IPython.display import clear_output\n", "\n", "from q_learning_agent import QLearningAgent\n", "from replay_buffer import ReplayBuffer\n", "\n", "env = gym.make(\"bsuite/deep_sea-v0\", size=10, seed=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.1 Epsilon-greedy q-learning " ] }, { "cell_type": "code", "execution_count": 150, "metadata": {}, "outputs": [], "source": [ "def get_state_number(s):\n", " return np.argmax(s.flatten())\n", "\n", "def test_agent(agent, greedy=True, delay=.5):\n", " v = get_all_states_value(agent)\n", " s, _ = env.reset()\n", " done = False\n", " while not done:\n", " fig, ax = plt.subplots(ncols=2)\n", " ax[0].imshow(s)\n", " ax[0].set_title('State')\n", " im = ax[1].imshow(v)\n", " plt.colorbar(im)\n", " ax[1].set_title('Value function')\n", " clear_output(True)\n", " plt.show()\n", " s = get_state_number(s)\n", " if greedy:\n", " a = agent.get_best_action(s)\n", " else:\n", " a = agent.get_action(s)\n", "\n", " s, r, terminated, truncated, _ = env.step(a)\n", " done = terminated or truncated\n", " sleep(delay)\n", "\n", "def get_all_states_value(agent):\n", " s_shape = env.observation_space.shape\n", " s_shape_flatten = np.prod(s_shape)\n", " v = np.zeros(s_shape_flatten)\n", " for i in range(s_shape_flatten):\n", " v[i] = agent.get_value(i)\n", " v = v.reshape(s_shape)\n", " return v\n", "\n", "def to_one_hot(x, ndims):\n", " \"\"\" helper: take an integer vector and convert it to 1-hot matrix. \"\"\"\n", " x = x.long().view(-1, 1)\n", " x = torch.zeros(\n", " x.size()[0], ndims).scatter_(1, x, 1)\n", " return x" ] }, { "cell_type": "code", "execution_count": 151, "metadata": {}, "outputs": [], "source": [ "agent = QLearningAgent(\n", " epsilon=1, \n", " alpha=0.5, \n", " discount=1, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")" ] }, { "cell_type": "code", "execution_count": 152, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent, greedy=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try to solve this by q-learning with high epsilon!" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "for i in range(5000):\n", " s, _ = env.reset()\n", " done = False\n", " while not done:\n", " i_s = get_state_number(s)\n", " a = agent.get_action(i_s)\n", " s_next, r, terminated, truncated, _ = env.step(a)\n", " done = terminated or truncated\n", " i_s_next = get_state_number(s_next)\n", " agent.update(i_s, a, r, i_s_next, terminated)\n", " s = s_next" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But if we do bigger env:" ] }, { "cell_type": "code", "execution_count": 305, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[37mLoaded bsuite_id: deep_sea/1.\u001b[0m\n" ] }, { "data": { "text/plain": [ "{'size': 12, 'mapping_seed': 42}" ] }, "execution_count": 305, "metadata": {}, "output_type": "execute_result" } ], "source": [ "env = gym.make(\"bsuite/deep_sea-v0\", size=12, seed=42)" ] }, { "cell_type": "code", "execution_count": 317, "metadata": {}, "outputs": [], "source": [ "agent = QLearningAgent(\n", " epsilon=1,\n", " alpha=0.5,\n", " discount=1,\n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "for i in range(5000):\n", " s, _ = env.reset()\n", " done = False\n", " while not done:\n", " i_s = get_state_number(s)\n", " a = agent.get_action(i_s)\n", " s_next, r, terminated, truncated, _ = env.step(a)\n", " done = terminated or truncated\n", " i_s_next = get_state_number(s_next)\n", " agent.update(i_s, a, r, i_s_next, terminated)\n", " s = s_next" ] }, { "cell_type": "code", "execution_count": 318, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.2 Reward shaping" ] }, { "cell_type": "code", "execution_count": 308, "metadata": {}, "outputs": [], "source": [ "class BaseIntrinsicRewardModule(nn.Module):\n", " def __init__(self):\n", " super().__init__()\n", "\n", " def get_intrinsic_reward(self, state, action, next_state):\n", " return 0.0\n", "\n", " def get_loss(self, state_batch, action_batch, next_state_batch):\n", " pass" ] }, { "cell_type": "code", "execution_count": 309, "metadata": {}, "outputs": [], "source": [ "def train_with_reward(env, agent, reward_module, n_episodes=100, update_reward_period=100, batch_size=100, n_iter=10):\n", " buffer = ReplayBuffer(size=int(1e6))\n", " \n", " if list(reward_module.parameters()):\n", " optimizer = torch.optim.Adam(reward_module.parameters())\n", " else:\n", " optimizer = None\n", "\n", " losses = []\n", " s, _ = env.reset()\n", "\n", " for i in range(n_episodes):\n", " done = False\n", " \n", " while not done:\n", " i_s = get_state_number(s)\n", " a = agent.get_action(i_s)\n", " s_next, r, terminated, truncated, _ = env.step(a)\n", " done = terminated or truncated\n", " i_s_next = get_state_number(s_next)\n", " \n", " state_t = torch.tensor(s).float().view(1, -1)\n", " action_t = torch.tensor(a).float().view(1, -1)\n", " next_state_t = torch.tensor(s_next).float().view(1, -1)\n", "\n", " r_intr = reward_module.get_intrinsic_reward(state_t, action_t, next_state_t)\n", " r += r_intr\n", "\n", " agent.update(i_s, a, r, i_s_next, terminated)\n", " buffer.add(s, a, r, s_next, terminated)\n", "\n", " s = s_next\n", "\n", " if (i + 1) % update_reward_period == 0 and optimizer is not None:\n", " \n", " for _ in range(n_iter):\n", " optimizer.zero_grad()\n", " state_batch, action_batch, _, next_state_batch, _ = buffer.sample(batch_size)\n", " \n", " state_tensor = torch.tensor(state_batch).float().flatten(1, 2)\n", " action_tensor = torch.tensor(action_batch).float().view(-1, 1)\n", " next_state_tensor = torch.tensor(next_state_batch).float().flatten(1, 2)\n", " \n", " loss = reward_module.get_loss(state_tensor, action_tensor, next_state_tensor)\n", " loss.backward()\n", " optimizer.step()\n", " losses.append(loss.item())\n", " \n", " fig, ax = plt.subplots(ncols=2)\n", " ax[0].set_title('Value function after iter: %d' % i)\n", " im = ax[0].imshow(get_all_states_value(agent))\n", " ax[1].plot(losses)\n", " ax[1].set_title('Random network distillation loss')\n", " clear_output(True)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 310, "metadata": {}, "outputs": [], "source": [ "class GoRightReward(BaseIntrinsicRewardModule):\n", " def __init__(self):\n", " super().__init__()\n", "\n", " def get_intrinsic_reward(self, state, action, next_state):\n", " # " ] }, { "cell_type": "code", "execution_count": 311, "metadata": {}, "outputs": [], "source": [ "agent = QLearningAgent(\n", " epsilon=.1, \n", " alpha=0.5, \n", " discount=.9, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "go_right = GoRightReward()\n", "\n", "train_with_reward(env, agent, go_right, n_episodes=500)" ] }, { "cell_type": "code", "execution_count": 312, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent, greedy=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.3 Curiosity-driven Exploration" ] }, { "cell_type": "code", "execution_count": 313, "metadata": {}, "outputs": [], "source": [ "class MLP(nn.Module):\n", " def __init__(self, input_size, hidden_size, output_size):\n", " super().__init__()\n", " self.layers = nn.Sequential(\n", " nn.Linear(input_size, hidden_size),\n", " nn.ReLU(),\n", " nn.Linear(hidden_size, output_size)\n", " )\n", " \n", " def init_weights(tensor):\n", " if isinstance(tensor, nn.Linear):\n", " nn.init.xavier_uniform_(tensor.weight)\n", " \n", " self.layers.apply(init_weights)\n", " \n", " \n", " def forward(self, x):\n", " return self.layers(x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.3.1 Uncertainty with forward dynamics" ] }, { "cell_type": "code", "execution_count": 319, "metadata": {}, "outputs": [], "source": [ "class ForwardDynamics(BaseIntrinsicRewardModule):\n", " def __init__(self, states_size, actions_size, hidden_size, alpha=.1):\n", " super().__init__()\n", " self.module = MLP(\n", " actions_size + states_size,\n", " hidden_size,\n", " states_size\n", " )\n", " self.alpha = alpha\n", " self.mean_reward = 0\n", " \n", " def forward(self, s, a):\n", " sa = torch.cat([s, a], dim=-1)\n", " return s + self.module(sa)\n", "\n", " def get_intrinsic_reward(self, state, action, next_state):\n", " with torch.no_grad():\n", " r = # \n", " r_centered = r - self.mean_reward\n", " self.mean_reward = self.alpha * (r) + (1 - self.alpha) * self.mean_reward\n", " return r_centered\n", "\n", " def get_loss(self, state_batch, action_batch, next_state_batch):\n", " # " ] }, { "cell_type": "code", "execution_count": 320, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "agent = QLearningAgent(\n", " epsilon=.1, \n", " alpha=0.5, \n", " discount=.9, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "forward_dynamics = ForwardDynamics(\n", " np.prod(env.observation_space.shape), \n", " 1, \n", " 16\n", ")\n", "\n", "train_with_reward(env, agent, forward_dynamics, n_episodes=2000, update_reward_period=100, batch_size=100, n_iter=25)" ] }, { "cell_type": "code", "execution_count": 321, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.3.2 Uncertainty with reverse dynamics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[The paper](https://arxiv.org/pdf/1705.05363.pdf)" ] }, { "cell_type": "code", "execution_count": 322, "metadata": {}, "outputs": [], "source": [ "class InverseDynamics(BaseIntrinsicRewardModule):\n", " def __init__(self, states_size, n_actions, hidden_size, alpha=0.1):\n", " super().__init__()\n", " self.module = MLP(\n", " 2 * states_size,\n", " hidden_size,\n", " n_actions\n", " )\n", " self.alpha = alpha\n", " self.mean_reward = 0\n", " self.n_actions = n_actions\n", " \n", " def forward(self, s, s_next):\n", " # \n", " \n", " \n", " def get_intrinsic_reward(self, state, action, next_state):\n", " with torch.no_grad():\n", " r = # \n", " \n", " r_centered = r - self.mean_reward\n", " self.mean_reward = self.alpha * (r) + (1 - self.alpha) * self.mean_reward\n", " return r_centered\n", "\n", " def get_loss(self, state_batch, action_batch, next_state_batch): \n", " a_pred_proba = self.forward(state_batch, next_state_batch)\n", " a_one_hot = to_one_hot(action_batch, self.n_actions)\n", " return -(torch.log(a_pred_proba) * a_one_hot).sum(dim=-1).mean()" ] }, { "cell_type": "code", "execution_count": 323, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "agent = QLearningAgent(\n", " epsilon=.1, \n", " alpha=0.5, \n", " discount=.9, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "inverse_dynamics = InverseDynamics(\n", " np.prod(env.observation_space.shape), \n", " env.action_space.n, \n", " 16\n", ")\n", "\n", "train_with_reward(env, agent, inverse_dynamics, n_episodes=3000, \n", " update_reward_period=100, batch_size=100, n_iter=25)" ] }, { "cell_type": "code", "execution_count": 324, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.3.3 Intrinsic Curiosity Module algorithm" ] }, { "cell_type": "code", "execution_count": 336, "metadata": {}, "outputs": [], "source": [ "class Embedder(nn.Module):\n", " def __init__(self, states_size, embedding_size, hidden_size):\n", " super().__init__()\n", " self.module = MLP(\n", " states_size,\n", " hidden_size,\n", " embedding_size\n", " )\n", " \n", " def forward(self, s):\n", " return self.module(s)\n", " \n", "class ICMModule(BaseIntrinsicRewardModule):\n", " def __init__(self, states_size, n_actions, hidden_size, embedding_size):\n", " super().__init__()\n", " # \n", " \n", " def get_intrinsic_reward(self, state, action, next_state):\n", " with torch.no_grad(): \n", " # \n", "\n", " def get_loss(self, state_batch, action_batch, next_state_batch):\n", " # " ] }, { "cell_type": "code", "execution_count": 337, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "agent = QLearningAgent(\n", " epsilon=.1, \n", " alpha=0.5, \n", " discount=1, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "icm = ICMModule(\n", " states_size=np.prod(env.observation_space.shape), \n", " n_actions=env.action_space.n, \n", " hidden_size=16, embedding_size=10\n", ")\n", "\n", "train_with_reward(env, agent, icm, n_episodes=3000, update_reward_period=100, batch_size=100, n_iter=200)" ] }, { "cell_type": "code", "execution_count": 338, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## HW 2.1: Random network distillation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Implement algorithm from [this](https://arxiv.org/abs/1810.12894) paper" ] }, { "cell_type": "code", "execution_count": 328, "metadata": {}, "outputs": [], "source": [ "class RandomNetworkDistilationModule(BaseIntrinsicRewardModule):\n", " # " ] }, { "cell_type": "code", "execution_count": 332, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "agent = QLearningAgent(\n", " epsilon=.1, \n", " alpha=0.5, \n", " discount=.9, \n", " get_legal_actions=lambda s: range(env.action_space.n)\n", ")\n", "\n", "rnd = RandomNetworkDistilationModule(\n", " np.prod(env.observation_space.shape), \n", " np.prod(env.observation_space.shape), \n", " 16\n", ")\n", "\n", "train_with_reward(env, agent, rnd, n_episodes=2000, update_reward_period=100, batch_size=100, n_iter=25)" ] }, { "cell_type": "code", "execution_count": 333, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "test_agent(agent)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week06_policy_based/README.md ================================================ ## Materials * [Slides](https://yadi.sk/i/keSzKSgA2oYuwQ) * Video lecture by D. Silver - [video](https://www.youtube.com/watch?v=KHZVXao4qXs) * Our [lecture](https://yadi.sk/i/yPIPkO_f3TPsNK), [seminar(pytorch)](https://yadi.sk/i/flW8ezGk3TPsQ5) * Alternative lecture by J. Schulman part 1 - [video](https://www.youtube.com/watch?v=BB-BhTn6DCM) * Alternative lecture by J. Schulman part 2 - [video](https://www.youtube.com/watch?v=Wnl-Qh2UHGg) * Andrej Karpathy's [post](http://karpathy.github.io/2016/05/31/rl/) on policy gradients ## More materials * Actually proving the policy gradient for discounted rewards - [article](https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf) * On variance of policy gradient and optimal baselines: [article](https://papers.nips.cc/paper/4264-analysis-and-improvement-of-policy-gradient-estimation.pdf), another [article](https://arxiv.org/pdf/1301.2315.pdf) * Learn Advatangeg Actor Critic with a [comic](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) * Generalizing log-derivative trick - [url](http://blog.shakirm.com/2015/11/machine-learning-trick-of-the-day-5-log-derivative-trick/) * Combining policy gradient and q-learning - [arxiv](https://arxiv.org/abs/1611.01626) * Variational perspective on reinforcement learning (from DeepBayes) - [pdf](http://incompleteideas.net/book/the-book-2nd.html) * Adversarial review of policy gradient - [blog](http://www.argmin.net/2018/02/20/reinforce/) Run seminar notebook in Colab: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week06_policy_based/reinforce_pytorch.ipynb) Run optional homework notebook in Colab: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week06_policy_based/a2c-optional.ipynb) ================================================ FILE: week06_policy_based/a2c-optional.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "id": "o4vBVdNx2EPr" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting virtual X frame buffer: Xvfb../xvfb: line 24: start-stop-daemon: command not found\n", ".\n" ] } ], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " # Install xvfb and our launcher script for it\n", " !apt-get install -y xvfb\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/xvfb -O ../xvfb\n", "\n", " # Download dependencies from Github\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week06_policy_based/atari_wrappers.py\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week06_policy_based/env_batch.py\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week06_policy_based/runners.py\n", "\n", " # Update the gym environment to be compatible with the Atari environment\n", " !pip install -q gymnasium[atari,accept-rom-license]\n", " !pip install -q tensorboardX\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": { "id": "O_iJbFWQ2EPs" }, "source": [ "# Implementing Advantage-Actor Critic (A2C)" ] }, { "cell_type": "markdown", "metadata": { "id": "16ownLDJ2EPs" }, "source": [ "In this notebook you will implement Advantage Actor Critic algorithm that trains on a batch of Atari 2600 environments running in parallel.\n", "\n", "Firstly, we will use environment wrappers implemented in file `atari_wrappers.py`. These wrappers preprocess observations (resize, grayscale, take max between frames, skip frames and stack them together) and rewards. Some of the wrappers help to reset the environment and pass `done` flag equal to `True` when agent dies.\n", "File `env_batch.py` includes implementation of `ParallelEnvBatch` class that allows to run multiple environments in parallel. To create an environment we can use `nature_dqn_env` function. Note that if you are using\n", "PyTorch and not using `tensorboardX` you will need to implement a wrapper that will log **raw** total rewards that the *unwrapped* environment returns and redefine the implemention of `nature_dqn_env` function here.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "uScP-zu12EPt" }, "outputs": [], "source": [ "import numpy as np\n", "import gymnasium as gym\n", "from atari_wrappers import nature_dqn_env\n", "\n", "\n", "env_name = \"SpaceInvadersNoFrameskip-v4\"\n", "nenvs = 8 # change this if you have more than 8 CPU ;)\n", "summaries = \"Tensorboard\"\n", "\n", "env = nature_dqn_env(env_name, nenvs=nenvs, summaries=summaries)\n", "obs, _ = env.reset()\n", "assert obs.shape == (nenvs, 4, 84, 84)\n", "assert obs.dtype == np.float32\n" ] }, { "cell_type": "markdown", "metadata": { "id": "jiWeYgmd2EPt" }, "source": [ "Next, we will need to implement a model that predicts logits and values. It is suggested that you use the same model as in [Nature DQN paper](https://www.nature.com/articles/nature14236) with a modification that instead of having a single output layer, it will have two output layers taking as input the output of the last hidden layer. **Note** that this model is different from the model you used in homework where you implemented DQN. You can use your favorite deep learning framework here. We suggest that you use orthogonal initialization with parameter $\\sqrt{2}$ for kernels and initialize biases with zeros." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "id": "FIkJ7z7TiWS4" }, "outputs": [], "source": [ "# import tensorflow as torch\n", "# import torch as tf\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "pA2VlyZ32EPt" }, "source": [ "You will also need to define and use a policy that wraps the model. While the model computes logits for all actions, the policy will sample actions and also compute their log probabilities. `policy.act` should return a dictionary of all the arrays that are needed to interact with an environment and train the model.\n", " Note that actions must be an `np.ndarray` while the other\n", "tensors need to have the type determined by your deep learning framework." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "id": "dtHP-Fo72EPt" }, "outputs": [], "source": [ "class Policy:\n", " def __init__(self, model):\n", " self.model = model\n", "\n", " def act(self, inputs):\n", " # Implement a policy by calling the model, sampling actions and computing their log probs.\n", " # Should return a dict containing keys ['actions', 'logits', 'log_probs', 'values'].\n", "\n", " \n" ] }, { "cell_type": "markdown", "metadata": { "id": "2oPCQwsd2EPt" }, "source": [ "Next will pass the environment and policy to a runner that collects partial trajectories from the environment.\n", "The class that does is is already implemented for you." ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "id": "fj-fKr_A2EPt" }, "outputs": [], "source": [ "from runners import EnvRunner" ] }, { "cell_type": "markdown", "metadata": { "id": "_9JehIbH2EPt" }, "source": [ "This runner interacts with the environment for a given number of steps and returns a dictionary containing\n", "keys\n", "\n", "* 'observations'\n", "* 'rewards'\n", "* 'resets'\n", "* 'actions'\n", "* all other keys that you defined in `Policy`\n", "\n", "under each of these keys there is a python `list` of interactions with the environment. This list has length $T$ that is size of partial trajectory. Partial trajectory for given moment `t` is part of `ComputeValueTargets.__call__` input argument `trajectory` from moment `t` to the end (i.e. it's different at each iteration in the algorithm)." ] }, { "cell_type": "markdown", "metadata": { "id": "iY7FB6s72EPu" }, "source": [ "To train the part of the model that predicts state values you will need to compute the value targets.\n", "Any callable could be passed to `EnvRunner` to be applied to each partial trajectory after it is collected.\n", "Thus, we can implement and use `ComputeValueTargets` callable.\n", "The formula for the value targets is simple:\n", "\n", "$$\n", "\\hat v(s_t) = \\left( \\sum_{t'=0}^{T - 1} \\gamma^{t'}r_{t+t'} \\right) + \\gamma^T \\hat{v}(s_{t+T}),\n", "$$\n", "\n", "In implementation, however, do not forget to use\n", "`trajectory['resets']` flags to check if you need to add the value targets at the next step when\n", "computing value targets for the current step. You can access `trajectory['state']['latest_observation']`\n", "to get last observations in partial trajectory — $s_{t+T}$." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "id": "4CbDi3GZ2EPu" }, "outputs": [], "source": [ "class ComputeValueTargets:\n", " def __init__(self, policy, gamma=0.99):\n", " self.policy = policy\n", " self.gamma = gamma\n", "\n", " def __call__(self, trajectory):\n", " \"\"\"Compute value targets for a given partial trajectory.\"\"\"\n", "\n", " # This method should modify trajectory inplace by adding\n", " # an item with key 'value_targets' to it.\n", "\n", " " ] }, { "cell_type": "markdown", "metadata": { "id": "9_d9OYyz2EPu" }, "source": [ "After computing value targets we will transform lists of interactions into tensors\n", "with the first dimension `batch_size` which is equal to `env_steps * num_envs`, i.e. you essentially need\n", "to flatten the first two dimensions." ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "id": "IEnqWlHh2EPu" }, "outputs": [], "source": [ "class MergeTimeBatch:\n", " \"\"\" Merges first two axes typically representing time and env batch. \"\"\"\n", " def __call__(self, trajectory):\n", " # Modify trajectory inplace.\n", "\n", " \n" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "id": "-2CwwzLl2EPu" }, "outputs": [], "source": [ "model = \n", "policy = Policy(model)\n", "runner = EnvRunner(\n", " env=env,\n", " policy=policy,\n", " nsteps=5,\n", " transforms=[\n", " ComputeValueTargets(policy),\n", " MergeTimeBatch(),\n", " ],\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "IuYy-8Ri2EPu" }, "source": [ "Now is the time to implement the advantage actor critic algorithm itself. You can look into your lecture,\n", "[Mnih et al. 2016](https://arxiv.org/abs/1602.01783) paper, and [lecture](https://www.youtube.com/watch?v=Tol_jw5hWnI&list=PLkFD6_40KJIxJMR-j5A1mkxK26gh_qg37&index=20) by Sergey Levine." ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "id": "hxFLzyRX2EPu" }, "outputs": [], "source": [ "class A2C:\n", " def __init__(self,\n", " policy,\n", " optimizer,\n", " value_loss_coef=0.25,\n", " entropy_coef=0.01,\n", " max_grad_norm=0.5):\n", " self.policy = policy\n", " self.optimizer = optimizer\n", " self.value_loss_coef = value_loss_coef\n", " self.entropy_coef = entropy_coef\n", " self.max_grad_norm = max_grad_norm\n", "\n", " def policy_loss(self, trajectory):\n", " # You will need to compute advantages here.\n", " \n", "\n", " def value_loss(self, trajectory):\n", " \n", "\n", " def loss(self, trajectory):\n", " \n", "\n", " def step(self, trajectory):\n", " " ] }, { "cell_type": "markdown", "metadata": { "id": "JIMtFZuG2EPu" }, "source": [ "Now you can train your model. With reasonable hyperparameters training on a single GTX1080 for 10 million steps across all batched environments (which translates to about 5 hours of wall clock time)\n", "it should be possible to achieve *average raw reward over last 100 episodes* (the average is taken over 100 last\n", "episodes in each environment in the batch) of about 600. You should plot this quantity with respect to\n", "`runner.step_var` — the number of interactions with all environments. It is highly\n", "encouraged to also provide plots of the following quantities (these are useful for debugging as well):\n", "\n", "* [Coefficient of Determination](https://en.wikipedia.org/wiki/Coefficient_of_determination) between\n", "value targets and value predictions\n", "* Entropy of the policy $\\pi$\n", "* Value loss\n", "* Policy loss\n", "* Value targets\n", "* Value predictions\n", "* Gradient norm\n", "* Advantages\n", "* A2C loss\n", "\n", "For optimization we suggest you use RMSProp with learning rate starting from 7e-4 and linearly decayed to 0, smoothing constant (alpha in PyTorch and decay in TensorFlow) equal to 0.99 and epsilon equal to 1e-5." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#if you use TensorboardSummaries\n", "%load_ext tensorboard\n", "%tensorboard --logdir logs" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "a2c = \n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "ZDbgUdMq2EPu" }, "source": [ "### Target networks?\n", "\n", "You may recall a technique called \"target networks\" we used a few weeks ago when we trained a DQN agent to play Atari Breakout and wonder why we have not suggested using them here. The answer is that this is more historical than practical.\n", "\n", "While the \"chasing the target\" problem is still present in actor-critic value estimation and target networks do show up in follow-up papers, the original A3C/A2C papers do not mention them and do not explain this omission.\n", "\n", "The hypothesis why this may not be a big deal (compared to Q-learning) goes like this. An A3C/A2C agent selects actions based on policy, not an epsilon greedy exploration function, for which the argmax can change drastically due to tiny errors in function approximation. Therefore, errors in the value target caused by target chasing will cause less damage.\n", "\n", "Also, the actor-critic gradient relies on the advantage function $A(s_t, a_t) = Q(s_t, a_t) - V(s_t)$. Compare this to the $Q$-function $Q(s_t, a_t) = r(s_t, a_t) + \\gamma \\cdot \\mathbb{E}_{s_{t+1} \\mid s_t, a_t} V(s_{t+1})$ used in Q-learning and SARSA: we would expect that any bias in $V$-function approximation will be carried over from $V(s_{t+1})$ to $V(s_t)$ by gradient updates. However, in the formula for the advantage function the two approximations ($Q$-function and $V$-function) come with opposite signs, and thus the errors will cancel out.\n", "\n", "The last reason may be computational. Authors were concerned to beat existent algorithms in the wall-clock learning time, and any overhead of parameter copying (target network update) counted against this goal." ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 0 } ================================================ FILE: week06_policy_based/atari_wrappers.py ================================================ """ Environment wrappers. """ from collections import defaultdict, deque import cv2 import gymnasium as gym import numpy as np from gymnasium import ObservationWrapper, RewardWrapper, Wrapper from gymnasium.spaces import Box from gymnasium.wrappers import RecordVideo from shimmy.atari_env import AtariEnv from tensorboardX import SummaryWriter from env_batch import ParallelEnvBatch cv2.ocl.setUseOpenCL(False) class EpisodicLife(Wrapper): """Sets done flag to true when agent dies.""" def __init__(self, env): super().__init__(env) self.lives = 0 self.real_done = True def step(self, action): obs, reward, terminated, truncated, info = self.env.step(action) self.real_done = terminated or truncated info["real_done"] = self.real_done lives = self.env.unwrapped.ale.lives() if 0 < lives < self.lives: terminated = True self.lives = lives return obs, reward, terminated, truncated, info def reset(self, **kwargs): if self.real_done: obs, info = self.env.reset(**kwargs) else: obs, _, terminated, truncated, info = self.env.step(0) if terminated or truncated: obs, info = self.env.reset(**kwargs) self.lives = self.env.unwrapped.ale.lives() return obs, info class FireReset(Wrapper): """Makes fire action when reseting environment. Some environments are fixed until the agent makes the fire action, this wrapper makes this action so that the epsiode starts automatically. """ def __init__(self, env): super().__init__(env) action_meanings = env.unwrapped.get_action_meanings() if len(action_meanings) < 3: raise ValueError( "env.unwrapped.get_action_meanings() must be of length >= 3" f"but is of length {len(action_meanings)}" ) if env.unwrapped.get_action_meanings()[1] != "FIRE": raise ValueError( "env.unwrapped.get_action_meanings() must have 'FIRE' " f"under index 1, but is {action_meanings}" ) def step(self, action): return self.env.step(action) def reset(self, **kwargs): self.env.reset(**kwargs) obs, _, terminated, truncated, _ = self.env.step(1) if terminated or truncated: self.env.reset(**kwargs) obs, _, terminated, truncated, _ = self.env.step(2) if terminated or truncated: self.env.reset(**kwargs) return obs, {} class StartWithRandomActions(Wrapper): """Makes random number of random actions at the beginning of each episode.""" def __init__(self, env, max_random_actions=30): super().__init__(env) self.max_random_actions = max_random_actions self.real_done = True def step(self, action): obs, reward, terminated, truncated, info = self.env.step(action) self.real_done = info.get("real_done", True) return obs, reward, terminated, truncated, info def reset(self, **kwargs): obs, info = self.env.reset(**kwargs) if self.real_done: num_random_actions = self.unwrapped.np_random.integers( low=1, high=self.max_random_actions + 1 ) for _ in range(num_random_actions): obs, _, _, _, info = self.env.step(self.env.action_space.sample()) self.real_done = False return obs, info class ImagePreprocessing(ObservationWrapper): """Preprocesses image-observations by possibly grayscaling and resizing.""" def __init__(self, env, height=84, width=84, grayscale=True): super().__init__(env) self.height = height self.width = width self.grayscale = grayscale ospace = self.env.observation_space low, high, dtype = ospace.low.min(), ospace.high.max(), ospace.dtype if self.grayscale: self.observation_space = Box( low=low, high=high, shape=(height, width), dtype=dtype, ) else: self.observation_space = Box( low=low, high=high, shape=(height, width, *self.observation_space.shape[2:]), dtype=dtype, ) def observation(self, observation): """Performs image preprocessing.""" if self.grayscale: observation = cv2.cvtColor(observation, cv2.COLOR_RGB2GRAY) observation = cv2.resize(observation, (self.width, self.height), cv2.INTER_AREA) return observation class MaxBetweenFrames(ObservationWrapper): """Takes maximum between two subsequent frames.""" def __init__(self, env): if isinstance(env.unwrapped, AtariEnv) and "NoFrameskip" not in env.spec.id: raise ValueError("MaxBetweenFrames requires NoFrameskip in atari env id") super().__init__(env) self.last_obs = None def observation(self, observation): obs = np.maximum(observation, self.last_obs) self.last_obs = observation return obs def reset(self, **kwargs): self.last_obs, info = self.env.reset(**kwargs) return self.last_obs, info class QueueFrames(ObservationWrapper): """Queues specified number of frames together along new dimension.""" def __init__(self, env, nframes, concat=False): super().__init__(env) self.obs_queue = deque([], maxlen=nframes) self.concat = concat ospace = self.observation_space if self.concat: oshape = ospace.shape[:-1] + (ospace.shape[-1] * nframes,) else: oshape = ospace.shape + (nframes,) self.observation_space = Box( ospace.low.min(), ospace.high.max(), oshape, ospace.dtype ) def observation(self, observation): self.obs_queue.append(observation) return ( np.concatenate(self.obs_queue, -1) if self.concat else np.dstack(self.obs_queue) ) def reset(self, **kwargs): obs, info = self.env.reset(**kwargs) for _ in range(self.obs_queue.maxlen - 1): self.obs_queue.append(obs) return self.observation(obs), info class SkipFrames(Wrapper): """Performs the same action for several steps and returns the final result.""" def __init__(self, env, nskip=4): super().__init__(env) if isinstance(env.unwrapped, AtariEnv) and "NoFrameskip" not in env.spec.id: raise ValueError("SkipFrames requires NoFrameskip in atari env id") self.nskip = nskip def step(self, action): total_reward = 0.0 for _ in range(self.nskip): obs, reward, terminated, truncated, info = self.env.step(action) total_reward += reward if terminated or truncated: break return obs, total_reward, terminated, truncated, info def reset(self, **kwargs): return self.env.reset(**kwargs) class ClipReward(RewardWrapper): """Modifes reward to be in {-1, 0, 1} by taking sign of it.""" def reward(self, reward): return np.sign(reward) class SwapImageAxes(ObservationWrapper): """ Image shape to num_channels x height x width and normalization """ def __init__(self, env): super().__init__(env) old_shape = self.observation_space.shape self.observation_space = Box( low=0.0, high=1.0, shape=(old_shape[-1], old_shape[0], old_shape[1]), dtype=np.float32, ) def observation(self, observation): return np.transpose(observation, (2, 0, 1)).astype(np.float32) / 255.0 class SummariesBase(Wrapper): """Env summaries writer base.""" def __init__(self, env, prefix=None, running_mean_size=100, step_var=None): super().__init__(env) self.episode_counter = 0 self.prefix = prefix or self.env.spec.id self.step_var = step_var or 0 self.nenvs = getattr(self.env.unwrapped, "nenvs", 1) self.rewards = np.zeros(self.nenvs) self.had_ended_episodes = np.zeros(self.nenvs, dtype=bool) self.episode_lengths = np.zeros(self.nenvs) self.reward_queues = [ deque([], maxlen=running_mean_size) for _ in range(self.nenvs) ] def should_write_summaries(self): """Returns true if it's time to write summaries.""" return np.all(self.had_ended_episodes) def add_summaries(self): """Writes summaries.""" self.add_summary( f"Episodes/total_reward", np.mean([q[-1] for q in self.reward_queues]) ) self.add_summary( f"Episodes/reward_mean_{self.reward_queues[0].maxlen}", np.mean([np.mean(q) for q in self.reward_queues]), ) self.add_summary(f"Episodes/episode_length", np.mean(self.episode_lengths)) if self.had_ended_episodes.size > 1: self.add_summary( f"Episodes/min_reward", min(q[-1] for q in self.reward_queues), ) self.add_summary( f"Episodes/max_reward", max(q[-1] for q in self.reward_queues), ) self.episode_lengths.fill(0) self.had_ended_episodes.fill(False) def step(self, action): obs, rew, terminated, truncated, info = self.env.step(action) self.rewards += rew self.episode_lengths[~self.had_ended_episodes] += 1 info_collection = [info] if isinstance(info, dict) else info terminated_collection = ( [terminated] if isinstance(terminated, bool) else terminated ) truncated_collection = [truncated] if isinstance(truncated, bool) else truncated done_indices = [ i for i, info in enumerate(info_collection) if info.get( "real_done", terminated_collection[i] or truncated_collection[i] ) ] for i in done_indices: if not self.had_ended_episodes[i]: self.had_ended_episodes[i] = True self.reward_queues[i].append(self.rewards[i]) self.rewards[i] = 0 self.step_var += self.nenvs if self.should_write_summaries(): self.add_summaries() return obs, rew, terminated, truncated, info def reset(self, **kwargs): self.rewards.fill(0) self.episode_lengths.fill(0) self.had_ended_episodes.fill(False) return self.env.reset(**kwargs) class TensorboardSummaries(SummariesBase): """Writes env summaries using Tensorboard.""" def __init__(self, env, prefix=None, running_mean_size=100, step_var=None): super().__init__(env, prefix, running_mean_size, step_var) self.writer = SummaryWriter(f"logs/{self.prefix}") def add_summary(self, name, value): if isinstance(value, dict): self.writer.add_scalars(name, value, self.step_var) else: self.writer.add_scalar(name, value, self.step_var) class NumpySummaries(SummariesBase): _summaries = defaultdict(list) @classmethod def get_values(cls, name): return cls._summaries[name] @classmethod def clear(cls): cls._summaries = defaultdict(list) def __init__(self, env, prefix=None, running_mean_size=100, step_var=None): super().__init__(env, prefix, running_mean_size, step_var) def add_summary(self, name, value): self._summaries[name].append((self.step_var, value)) def get_summaries_class(summaries): summaries_class_map = { "Numpy": NumpySummaries, "Tensorboard": TensorboardSummaries, } if summaries in summaries_class_map: return summaries_class_map[summaries] raise NotImplementedError( f"Unknown summaries: {summaries}. Supported summaries: {summaries_class_map.keys()}" ) # magic for parallel launching of environments class _thunk: def __init__(self, i, env_id, **kwargs): self.env_id = env_id self.i = i self.kwargs = kwargs def __call__(self): return nature_dqn_env( self.env_id, summaries=False, clip_reward=False, **self.kwargs, ) def nature_dqn_env(env_id, nenvs=None, seed=None, summaries="Numpy", clip_reward=True): """Wraps env as in Nature DQN paper.""" if "NoFrameskip" not in env_id: raise ValueError(f"env_id must have 'NoFrameskip' but is {env_id}") if nenvs is not None: if seed is None: seed = list(range(nenvs)) if isinstance(seed, int): seed = [seed] * nenvs if len(seed) != nenvs: raise ValueError( f"seed has length {len(seed)} but must have " f"length equal to nenvs which is {nenvs}" ) thunks = [_thunk(i, env_id) for i in range(nenvs)] env = ParallelEnvBatch(make_env=thunks, seeds=seed) if summaries: summaries_class = get_summaries_class(summaries) env = summaries_class(env, prefix=env_id) if clip_reward: env = ClipReward(env) return env env = gym.make(env_id, render_mode="rgb_array") if summaries: env = TensorboardSummaries(env) env = EpisodicLife(env) if "FIRE" in env.unwrapped.get_action_meanings(): env = FireReset(env) env = StartWithRandomActions(env, max_random_actions=30) env = MaxBetweenFrames(env) env = SkipFrames(env, 4) env = ImagePreprocessing(env, width=84, height=84, grayscale=True) env = QueueFrames(env, 4) env = SwapImageAxes(env) if clip_reward: env = ClipReward(env) return env ================================================ FILE: week06_policy_based/env_batch.py ================================================ # pylint: skip-file from multiprocessing import Pipe, Process import numpy as np from gymnasium import Env, Wrapper from gymnasium.spaces import Space class SpaceBatch(Space): def __init__(self, spaces): first_type = type(spaces[0]) first_shape = spaces[0].shape first_dtype = spaces[0].dtype for space in spaces: if not isinstance(space, first_type): raise TypeError( "spaces have different types: {}, {}".format( first_type, type(space) ) ) if first_shape != space.shape: raise ValueError( "spaces have different shapes: {}, {}".format( first_shape, space.shape ) ) if first_dtype != space.dtype: raise ValueError( "spaces have different data types: {}, {}".format( first_dtype, space.dtype ) ) self.spaces = spaces super().__init__(shape=self.spaces[0].shape, dtype=self.spaces[0].dtype) def sample(self): return np.stack([space.sample() for space in self.spaces]) def __getattr__(self, attr): return getattr(self.spaces[0], attr) class EnvBatch(Env): def __init__(self, make_env, nenvs=None): make_env_functions = self._get_make_env_functions(make_env, nenvs) self._envs = [make_env() for make_env in make_env_functions] self._nenvs = len(self.envs) # self.observation_space = SpaceBatch([env.observation_space # for env in self._envs]) self.action_space = SpaceBatch([env.action_space for env in self._envs]) def _get_make_env_functions(self, make_env, nenvs): if nenvs is None and not isinstance(make_env, list): raise ValueError( "When nenvs is None make_env" " must be a list of callables" ) if nenvs is not None and not callable(make_env): raise ValueError("When nenvs is not None make_env must be callable") if nenvs is not None: make_env = [make_env for _ in range(nenvs)] return make_env @property def nenvs(self): return self._nenvs @property def envs(self): return self._envs def _check_actions(self, actions): if not len(actions) == self.nenvs: raise ValueError( "number of actions is not equal to number of envs: " "len(actions) = {}, nenvs = {}".format(len(actions), self.nenvs) ) def step(self, actions): self._check_actions(actions) observations, rewards, terminated_list, truncated_list, infos = [], [], [], [], [] for env, action in zip(self._envs, actions): obs, rew, terminated, truncated, info = env.step(action) if terminated or truncated: obs, info = env.reset() observations.append(obs) rewards.append(rew) terminated_list.append(terminated) truncated_list.append(truncated) infos.append(info) return ( np.stack(observations), np.stack(rewards), np.stack(terminated_list), np.stack(truncated_list), infos, ) def reset(self, **kwargs): observations, infos = [], [] for env in self.envs: obs, info = env.reset(**kwargs) observations.append(obs) infos.append(info) return np.stack(observations), infos class SingleEnvBatch(Wrapper, EnvBatch): def __init__(self, env): super().__init__(env) self.observation_space = SpaceBatch([self.env.observation_space]) self.action_space = SpaceBatch([self.env.action_space]) @property def nenvs(self): return 1 @property def envs(self): return [self.env] def step(self, actions): self._check_actions(actions) obs, rew, terminated, truncated, info = self.env.step(actions[0]) if terminated or truncated: obs, info = self.env.reset() return ( obs[None], np.expand_dims(rew, 0), np.expand_dims(terminated, 0), np.expand_dims(truncated, 0), [info], ) def reset(self, **kwargs): obs, info = self.env.reset(**kwargs) return obs[None], info def worker(parent_connection, worker_connection, make_env_function, send_spaces=True): # Adapted from SubprocVecEnv github.com/openai/baselines parent_connection.close() env = make_env_function() if send_spaces: worker_connection.send((env.observation_space, env.action_space)) while True: cmd, data = worker_connection.recv() if cmd == "step": obs, rew, terminated, truncated, info = env.step(data) if terminated or truncated: obs, info = env.reset() worker_connection.send((obs, rew, terminated, truncated, info)) elif cmd == "reset": obs, info = env.reset(seed=data) worker_connection.send((obs, info)) elif cmd == "close": env.close() worker_connection.close() break else: raise NotImplementedError("Unknown command %s" % cmd) class ParallelEnvBatch(EnvBatch): """ An abstract batch of environments. """ def __init__(self, make_env, nenvs=None, seeds=None): make_env_functions = self._get_make_env_functions(make_env, nenvs) self._nenvs = len(make_env_functions) self._parent_connections, self._worker_connections = zip( *[Pipe() for _ in range(self._nenvs)] ) self._seeds = seeds or list(range(self._envs)) self._processes = [ Process( target=worker, args=(parent_connection, worker_connection, make_env), daemon=True, ) for i, (parent_connection, worker_connection, make_env) in enumerate( zip( self._parent_connections, self._worker_connections, make_env_functions, ) ) ] for p in self._processes: p.start() self._closed = False for conn in self._worker_connections: conn.close() observation_spaces, action_spaces = [], [] for conn in self._parent_connections: ob_space, ac_space = conn.recv() observation_spaces.append(ob_space) action_spaces.append(ac_space) self.observation_space = SpaceBatch(observation_spaces) self.action_space = SpaceBatch(action_spaces) @property def nenvs(self): return self._nenvs def step(self, actions): self._check_actions(actions) for conn, a in zip(self._parent_connections, actions): conn.send(("step", a)) results = [conn.recv() for conn in self._parent_connections] obs, rews, terminated, truncated, infos = zip(*results) return ( np.stack(obs), np.stack(rews), np.stack(terminated), np.stack(truncated), infos, ) def reset(self, **kwargs): for env_idx, conn in enumerate(self._parent_connections): conn.send(("reset", self._seeds[env_idx])) results = [remote.recv() for remote in self._parent_connections] observations, infos = zip(*results) return np.stack(observations), infos def close(self): if self._closed: return for conn in self._parent_connections: conn.send(("close", None)) for p in self._processes: p.join() self._closed = True def render(self): raise ValueError("render not defined for %s" % self) ================================================ FILE: week06_policy_based/reinforce_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# REINFORCE in PyTorch\n", "\n", "Just like we did before for Q-learning, this time we'll design a PyTorch network to learn `CartPole-v0` via policy gradient (REINFORCE).\n", "\n", "Most of the code in this notebook is taken from approximate Q-learning, so you'll find it more or less familiar and even simpler." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !pip install -q gymnasium\n", " !pip install moviepy\n", " !apt install ffmpeg\n", " !pip install imageio-ffmpeg\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# also you need to install ffmpeg if not installed\n", "# for MacOS: ! brew install ffmpeg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A caveat: with some versions of `pyglet`, the following cell may crash with `NameError: name 'base' is not defined`. The corresponding bug report is [here](https://github.com/pyglet/pyglet/issues/134). If you see this error, try restarting the kernel." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = gym.make(\"CartPole-v1\", render_mode=\"rgb_array\")\n", "\n", "# gym compatibility: unwrap TimeLimit\n", "if hasattr(env, '_max_episode_steps'):\n", " env = env.env\n", "\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_dim = env.observation_space.shape\n", "\n", "plt.imshow(env.render())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Building the network for REINFORCE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For REINFORCE algorithm, we'll need a model that predicts action probabilities given states.\n", "\n", "For numerical stability, please __do not include the softmax layer into your network architecture__.\n", "We'll use softmax or log-softmax where appropriate." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Build a simple neural network that predicts policy logits. \n", "# Keep it simple: CartPole isn't worth deep architectures.\n", "model = nn.Sequential(\n", " \n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Predict function" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: output value of this function is not a torch tensor, it's a numpy array.\n", "So, here gradient calculation is not needed.\n", "
\n", "Use [no_grad](https://pytorch.org/docs/stable/autograd.html#torch.autograd.no_grad)\n", "to suppress gradient calculation.\n", "
\n", "Also, `.detach()` (or legacy `.data` property) can be used instead, but there is a difference:\n", "
\n", "With `.detach()` computational graph is built but then disconnected from a particular tensor,\n", "so `.detach()` should be used if that graph is needed for backprop via some other (not detached) tensor;\n", "
\n", "In contrast, no graph is built by any operation in `no_grad()` context, thus it's preferable here." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def predict_probs(states):\n", " \"\"\" \n", " Predict action probabilities given states.\n", " :param states: numpy array of shape [batch, state_shape]\n", " :returns: numpy array of shape [batch, n_actions]\n", " \"\"\"\n", " # convert states, compute logits, use softmax to get probability\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_states = np.array([env.reset()[0] for _ in range(5)])\n", "test_probas = predict_probs(test_states)\n", "assert isinstance(test_probas, np.ndarray), \\\n", " \"you must return np array and not %s\" % type(test_probas)\n", "assert tuple(test_probas.shape) == (test_states.shape[0], env.action_space.n), \\\n", " \"wrong output shape: %s\" % np.shape(test_probas)\n", "assert np.allclose(np.sum(test_probas, axis=1), 1), \"probabilities do not sum to 1\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Play the game\n", "\n", "We can now use our newly built agent to play the game." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def generate_session(env, t_max=1000):\n", " \"\"\"\n", " Play a full session with REINFORCE agent.\n", " Returns sequences of states, actions, and rewards.\n", " \"\"\"\n", " # arrays to record session\n", " states, actions, rewards = [], [], []\n", "\n", " s = env.reset()[0]\n", "\n", " for t in range(t_max):\n", " # action probabilities array aka pi(a|s)\n", " action_probs = predict_probs(np.array([s]))[0]\n", "\n", " # Sample action with given probabilities.\n", " a = \n", "\n", " new_s, r, terminated, truncated, info = env.step(a)\n", "\n", " # record session history to train later\n", " states.append(s)\n", " actions.append(a)\n", " rewards.append(r)\n", "\n", " s = new_s\n", " if terminated or truncated:\n", " break\n", "\n", " return states, actions, rewards" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# test it\n", "states, actions, rewards = generate_session(env)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing cumulative rewards\n", "\n", "$$\n", "\\begin{align*}\n", "G_t &= r_t + \\gamma r_{t + 1} + \\gamma^2 r_{t + 2} + \\ldots \\\\\n", "&= \\sum_{i = t}^T \\gamma^{i - t} r_i \\\\\n", "&= r_t + \\gamma * G_{t + 1}\n", "\\end{align*}\n", "$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_cumulative_rewards(rewards, # rewards at each step\n", " gamma=0.99 # discount for reward\n", " ):\n", " \"\"\"\n", " Take a list of immediate rewards r(s,a) for the whole session \n", " and compute cumulative returns (a.k.a. G(s,a) in Sutton '16).\n", " \n", " G_t = r_t + gamma*r_{t+1} + gamma^2*r_{t+2} + ...\n", "\n", " A simple way to compute cumulative rewards is to iterate from the last\n", " to the first timestep and compute G_t = r_t + gamma*G_{t+1} recurrently\n", "\n", " You must return an array/list of cumulative rewards with as many elements as in the initial rewards.\n", " \"\"\"\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "get_cumulative_rewards(rewards)\n", "assert len(get_cumulative_rewards(list(range(100)))) == 100\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, 0, 0, 1, 0], gamma=0.9),\n", " [1.40049, 1.5561, 1.729, 0.81, 0.9, 1.0, 0.0])\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, -2, 3, -4, 0], gamma=0.5),\n", " [0.0625, 0.125, 0.25, -1.5, 1.0, -4.0, 0.0])\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, 2, 3, 4, 0], gamma=0),\n", " [0, 0, 1, 2, 3, 4, 0])\n", "print(\"looks good!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Loss function and updates\n", "\n", "We now need to define objective and update over policy gradient.\n", "\n", "Our objective function is\n", "\n", "$$ J \\approx { 1 \\over N } \\sum_{s_i,a_i} G(s_i,a_i) $$\n", "\n", "REINFORCE defines a way to compute the gradient of the expected reward with respect to policy parameters. The formula is as follows:\n", "\n", "$$ \\nabla_\\theta \\hat J(\\theta) \\approx { 1 \\over N } \\sum_{s_i, a_i} \\nabla_\\theta \\log \\pi_\\theta (a_i \\mid s_i) \\cdot G_t(s_i, a_i) $$\n", "\n", "We can abuse PyTorch's capabilities for automatic differentiation by defining our objective function as follows:\n", "\n", "$$ \\hat J(\\theta) \\approx { 1 \\over N } \\sum_{s_i, a_i} \\log \\pi_\\theta (a_i \\mid s_i) \\cdot G_t(s_i, a_i) $$\n", "\n", "When you compute the gradient of that function with respect to network weights $\\theta$, it will become exactly the policy gradient." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Your code: define optimizers\n", "optimizer = torch.optim.Adam(model.parameters(), 1e-3)\n", "\n", "\n", "def train_on_session(states, actions, rewards, gamma=0.99, entropy_coef=1e-2):\n", " \"\"\"\n", " Takes a sequence of states, actions and rewards produced by generate_session.\n", " Updates agent's weights by following the policy gradient above.\n", " Please use Adam optimizer with default parameters.\n", " \"\"\"\n", "\n", " # cast everything into torch tensors\n", " states = torch.tensor(states, dtype=torch.float32)\n", " actions = torch.tensor(actions, dtype=torch.int64)\n", " cumulative_returns = np.array(get_cumulative_rewards(rewards, gamma))\n", " cumulative_returns = torch.tensor(cumulative_returns, dtype=torch.float32)\n", "\n", " # predict logits, probas and log-probas using an agent.\n", " logits = model(states)\n", " probs = nn.functional.softmax(logits, -1)\n", " log_probs = nn.functional.log_softmax(logits, -1)\n", "\n", " assert all(isinstance(v, torch.Tensor) for v in [logits, probs, log_probs]), \\\n", " \"please use compute using torch tensors and don't use predict_probs function\"\n", "\n", " # select log-probabilities for chosen actions, log pi(a_i|s_i)\n", " log_probs_for_actions = torch.sum(\n", " log_probs * F.one_hot(actions, env.action_space.n), dim=1)\n", " \n", " # Compute loss here. Don't forgen entropy regularization with `entropy_coef` \n", " entropy = \n", " loss = \n", "\n", " # Gradient descent step\n", " \n", "\n", " # technical: return session rewards to print them later\n", " return np.sum(rewards)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The actual training" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in range(100):\n", " rewards = [train_on_session(*generate_session(env)) for _ in range(100)] # generate new sessions\n", " \n", " print(\"mean reward: %.3f\" % (np.mean(rewards)))\n", " \n", " if np.mean(rewards) > 500:\n", " print(\"You Win!\") # but you can train even further\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results & video" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Record sessions\n", "\n", "from gymnasium.wrappers import RecordVideo\n", "\n", "with gym.make(\"CartPole-v1\", render_mode=\"rgb_array\") as env, RecordVideo(\n", " env=env, video_folder=\"./videos\"\n", ") as env_monitor:\n", " sessions = [generate_session(env_monitor) for _ in range(10)]\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week06_policy_based/reinforce_tensorflow.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# REINFORCE in TensorFlow (3 pts)\n", "\n", "Just like we did before for Q-learning, this time we'll design a TensorFlow network to learn `CartPole-v0` via policy gradient (REINFORCE).\n", "\n", "Most of the code in this notebook is taken from approximate Q-learning, so you'll find it more or less familiar and even simpler." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules:\n", " %tensorflow_version 1.x\n", " \n", " if not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !pip install -q gym[classic_control]==0.18.0\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A caveat: with some versions of `pyglet`, the following cell may crash with `NameError: name 'base' is not defined`. The corresponding bug report is [here](https://github.com/pyglet/pyglet/issues/134). If you see this error, try restarting the kernel." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = gym.make(\"CartPole-v0\")\n", "\n", "# gym compatibility: unwrap TimeLimit\n", "if hasattr(env, '_max_episode_steps'):\n", " env = env.env\n", "\n", "env.reset()\n", "n_actions = env.action_space.n\n", "state_dim = env.observation_space.shape\n", "\n", "plt.imshow(env.render(\"rgb_array\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Building the network for REINFORCE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For REINFORCE algorithm, we'll need a model that predicts action probabilities given states.\n", "\n", "For numerical stability, please __do not include the softmax layer into your network architecture__.\n", "We'll use softmax or log-softmax where appropriate." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "\n", "sess = tf.InteractiveSession()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# create input variables. We only need for REINFORCE\n", "ph_states = tf.placeholder('float32', (None,) + state_dim, name=\"states\")\n", "ph_actions = tf.placeholder('int32', name=\"action_ids\")\n", "ph_cumulative_rewards = tf.placeholder('float32', name=\"cumulative_returns\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from keras.models import Sequential\n", "from keras.layers import Dense\n", "\n", "\n", "\n", "logits = \n", "\n", "policy = tf.nn.softmax(logits)\n", "log_policy = tf.nn.log_softmax(logits)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Initialize model parameters\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def predict_probs(states):\n", " \"\"\" \n", " Predict action probabilities given states.\n", " :param states: numpy array of shape [batch, state_shape]\n", " :returns: numpy array of shape [batch, n_actions]\n", " \"\"\"\n", " return policy.eval({ph_states: [states]})[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Play the game\n", "\n", "We can now use our newly built agent to play the game." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def generate_session(env, t_max=1000):\n", " \"\"\" \n", " Play a full session with REINFORCE agent.\n", " Returns sequences of states, actions, and rewards.\n", " \"\"\"\n", " # arrays to record session\n", " states, actions, rewards = [], [], []\n", " s = env.reset()\n", "\n", " for t in range(t_max):\n", " # action probabilities array aka pi(a|s)\n", " action_probs = predict_probs(s)\n", "\n", " # Sample action with given probabilities.\n", " a = \n", " new_s, r, done, info = env.step(a)\n", "\n", " # record session history to train later\n", " states.append(s)\n", " actions.append(a)\n", " rewards.append(r)\n", "\n", " s = new_s\n", " if done:\n", " break\n", "\n", " return states, actions, rewards" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# test it\n", "states, actions, rewards = generate_session(env)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing cumulative rewards\n", "\n", "$$\n", "\\begin{align*}\n", "G_t &= r_t + \\gamma r_{t + 1} + \\gamma^2 r_{t + 2} + \\ldots \\\\\n", "&= \\sum_{i = t}^T \\gamma^{i - t} r_i \\\\\n", "&= r_t + \\gamma * G_{t + 1}\n", "\\end{align*}\n", "$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_cumulative_rewards(rewards, # rewards at each step\n", " gamma=0.99 # discount for reward\n", " ):\n", " \"\"\"\n", " Take a list of immediate rewards r(s,a) for the whole session \n", " and compute cumulative returns (a.k.a. G(s,a) in Sutton '16).\n", " \n", " G_t = r_t + gamma*r_{t+1} + gamma^2*r_{t+2} + ...\n", "\n", " A simple way to compute cumulative rewards is to iterate from the last\n", " to the first timestep and compute G_t = r_t + gamma*G_{t+1} recurrently\n", "\n", " You must return an array/list of cumulative rewards with as many elements as in the initial rewards.\n", " \"\"\"\n", " \n", " return " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert len(get_cumulative_rewards(range(100))) == 100\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, 0, 0, 1, 0], gamma=0.9),\n", " [1.40049, 1.5561, 1.729, 0.81, 0.9, 1.0, 0.0])\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, -2, 3, -4, 0], gamma=0.5),\n", " [0.0625, 0.125, 0.25, -1.5, 1.0, -4.0, 0.0])\n", "assert np.allclose(\n", " get_cumulative_rewards([0, 0, 1, 2, 3, 4, 0], gamma=0),\n", " [0, 0, 1, 2, 3, 4, 0])\n", "print(\"looks good!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Loss function and updates\n", "\n", "We now need to define objective and update over policy gradient.\n", "\n", "Our objective function is\n", "\n", "$$ J \\approx { 1 \\over N } \\sum_{s_i,a_i} G(s_i,a_i) $$\n", "\n", "REINFORCE defines a way to compute the gradient of the expected reward with respect to policy parameters. The formula is as follows:\n", "\n", "$$ \\nabla_\\theta \\hat J(\\theta) \\approx { 1 \\over N } \\sum_{s_i, a_i} \\nabla_\\theta \\log \\pi_\\theta (a_i \\mid s_i) \\cdot G_t(s_i, a_i) $$\n", "\n", "We can abuse Tensorflow's capabilities for automatic differentiation by defining our objective function as follows:\n", "\n", "$$ \\hat J(\\theta) \\approx { 1 \\over N } \\sum_{s_i, a_i} \\log \\pi_\\theta (a_i \\mid s_i) \\cdot G_t(s_i, a_i) $$\n", "\n", "When you compute the gradient of that function with respect to network weights $\\theta$, it will become exactly the policy gradient." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# This code selects the log-probabilities (log pi(a_i|s_i)) for those actions that were actually played.\n", "indices = tf.stack([tf.range(tf.shape(log_policy)[0]), ph_actions], axis=-1)\n", "log_policy_for_actions = tf.gather_nd(log_policy, indices)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Policy objective as in the last formula. Please use reduce_mean, not reduce_sum.\n", "# You may use log_policy_for_actions to get log probabilities for actions taken.\n", "# Also recall that we defined ph_cumulative_rewards earlier.\n", "\n", "J = " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a reminder, for a discrete probability distribution (like the one our policy outputs), entropy is defined as:\n", "\n", "$$ \\operatorname{entropy}(p) = -\\sum_{i = 1}^n p_i \\cdot \\log p_i $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Entropy regularization. If you don't add it, the policy will quickly deteriorate to\n", "# being deterministic, harming exploration.\n", "\n", "entropy = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# # Maximizing X is the same as minimizing -X, hence the sign.\n", "loss = -(J + 0.1 * entropy)\n", "\n", "update = tf.train.AdamOptimizer().minimize(loss)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def train_on_session(states, actions, rewards, t_max=1000):\n", " \"\"\"given full session, trains agent with policy gradient\"\"\"\n", " cumulative_rewards = get_cumulative_rewards(rewards)\n", " update.run({\n", " ph_states: states,\n", " ph_actions: actions,\n", " ph_cumulative_rewards: cumulative_rewards,\n", " })\n", " return sum(rewards)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Initialize optimizer parameters\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The actual training" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in range(100):\n", " rewards = [train_on_session(*generate_session(env)) for _ in range(100)] # generate new sessions\n", "\n", " print(\"mean reward: %.3f\" % (np.mean(rewards)))\n", "\n", " if np.mean(rewards) > 300:\n", " print(\"You Win!\") # but you can train even further\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results & video" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Record sessions\n", "\n", "import gym.wrappers\n", "\n", "with gym.wrappers.Monitor(gym.make(\"CartPole-v0\"), directory=\"videos\", force=True) as env_monitor:\n", " sessions = [generate_session(env_monitor) for _ in range(100)]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week06_policy_based/runners.py ================================================ from collections import defaultdict import numpy as np class EnvRunner: """Reinforcement learning runner in an environment with given policy""" def __init__(self, env, policy, nsteps, transforms=None, step_var=None): self.env = env self.policy = policy self.nsteps = nsteps self.transforms = transforms or [] self.step_var = step_var if step_var is not None else 0 self.state = {"latest_observation": self.env.reset()[0]} @property def nenvs(self): """Returns number of batched envs or `None` if env is not batched""" return getattr(self.env.unwrapped, "nenvs", None) def reset(self, **kwargs): """Resets env and runner states.""" self.state["latest_observation"] = self.env.reset(**kwargs)[0] self.policy.reset() def add_summary(self, name, val): """Writes logs""" add_summary = self.env.get_wrapper_attr("add_summary") add_summary(name, val) def get_next(self): """Runs the agent in the environment.""" trajectory = defaultdict(list, {"actions": []}) observations = [] rewards = [] resets = [] self.state["env_steps"] = self.nsteps for i in range(self.nsteps): observations.append(self.state["latest_observation"]) act = self.policy.act(self.state["latest_observation"]) if "actions" not in act: raise ValueError( "result of policy.act must contain 'actions' " f"but has keys {list(act.keys())}" ) for key, val in act.items(): trajectory[key].append(val) obs, rew, terminated, truncated, _ = self.env.step( trajectory["actions"][-1] ) self.state["latest_observation"] = obs rewards.append(rew) reset = np.logical_or(terminated, truncated) resets.append(reset) self.step_var += self.nenvs or 1 # Only reset if the env is not batched. Batched envs should # auto-reset. if not self.nenvs and np.all(reset): self.state["env_steps"] = i + 1 self.state["latest_observation"] = self.env.reset()[0] trajectory.update(observations=observations, rewards=rewards, resets=resets) trajectory["state"] = self.state for transform in self.transforms: transform(trajectory) return trajectory ================================================ FILE: week07_[recap]_rnn/README.md ================================================ ## Materials * [Slides](https://yadi.sk/i/-Iqdhg483GDyoN) * CS231 lecture on RNNs - [video](https://www.youtube.com/watch?v=iX5V1WpxxkY) * Our [lecture](https://yadi.sk/i/XHmT5hO53GcCKV), [seminar (PyTorch)](https://yadi.sk/i/nCch5I8S3TsXh5) (in russian) * [alternative] Brief lecture on RNN by nervana - [video](https://www.youtube.com/watch?v=Ukgii7Yd_cU) * [alternative] More detailed lecture by Y. Bengio - [video](https://www.youtube.com/watch?v=xK-bzjIQkmM) * Great reading by Karpathy - [blog post](http://karpathy.github.io/2015/05/21/rnn-effectiveness/) * LSTM explained in detail by colah - [blog post](http://colah.github.io/posts/2015-08-Understanding-LSTMs/) ## More materials * Seq2seq lecture - [video](https://www.youtube.com/watch?v=G5RY_SUJih4) * "Awesome rnn" entry point - [repo](https://github.com/kjw0612/awesome-rnn) * OpenAI research on sentiment analysis that sheds some light on what's inside LSTM language model. # Homework description [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week07_%5Brecap%5D_rnn/seminar_pytorch.ipynb) This week's practice gets you acquainted with basics of recurrent neural networks. For simplicity, we'll train them on character language modelling task. You'll need `seminar_pytorch.ipynb` or `seminar_tf.ipynb`. ================================================ FILE: week07_[recap]_rnn/arxiv_data.csv ================================================ num_id,arxiv_id,publish_date,title,authors,pdf_link,journal_reference,comments,primary_categories,abstract0,1603.03827v1,2016-03-12T00:02:51Z,Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks,"Ji Young Lee, Franck Dernoncourt",http://arxiv.org/pdf/1603.03827v1,No journal ref found,none,cs.CL,Summary1,1606.00776v2,2016-06-02T17:37:31Z,Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation,"Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville",http://arxiv.org/pdf/1606.00776v2,No journal ref found,none,cs.CL,Summary2,1504.00923v1,2015-04-03T19:57:06Z,A Unified Deep Neural Network for Speaker and Language Recognition,"Fred Richardson, Douglas Reynolds, Najim Dehak",http://arxiv.org/pdf/1504.00923v1,No journal ref found,none,cs.CL,Summary3,1609.06492v1,2016-09-21T10:52:03Z,Document Image Coding and Clustering for Script Discrimination,"Darko Brodic, Alessia Amelio, Zoran N. Milivojevic, Milena Jevtic",http://arxiv.org/pdf/1609.06492v1,ICIC Express Letters Vol. 10 n. 7 July 2016 pp. 1561-1566,none,cs.CV,Summary4,1610.01076v1,2016-10-04T16:29:28Z,Tutorial on Answering Questions about Images with Deep Learning,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1610.01076v1,No journal ref found,none,cs.CV,Summary5,1606.03490v3,2016-06-10T21:28:47Z,The Mythos of Model Interpretability,Zachary C. Lipton,http://arxiv.org/pdf/1606.03490v3,No journal ref found,none,cs.LG,Summary6,1409.6041v1,2014-09-21T20:42:00Z,Domain Adaptive Neural Networks for Object Recognition,"Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang",http://arxiv.org/pdf/1409.6041v1,No journal ref found,none,cs.CV,Summary7,1506.01911v3,2015-06-05T13:43:01Z,Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video,"Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre",http://arxiv.org/pdf/1506.01911v3,No journal ref found,none,cs.CV,Summary8,1509.05962v2,2015-09-20T03:35:05Z,Telugu OCR Framework using Deep Learning,"Rakesh Achanta, Trevor Hastie",http://arxiv.org/pdf/1509.05962v2,No journal ref found,none,stat.ML,Summary9,1604.00289v3,2016-04-01T15:37:57Z,Building Machines That Learn and Think Like People,"Brenden M. Lake, Tomer D. Ullman, Joshua B. Tenenbaum, Samuel J. Gershman",http://arxiv.org/pdf/1604.00289v3,No journal ref found,none,cs.AI,Summary10,1604.01662v2,2016-04-06T15:35:08Z,Towards Bayesian Deep Learning: A Survey,"Hao Wang, Dit-Yan Yeung",http://arxiv.org/pdf/1604.01662v2,No journal ref found,none,stat.ML,Summary11,1604.06057v2,2016-04-20T18:47:48Z,Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation,"Tejas D. Kulkarni, Karthik R. Narasimhan, Ardavan Saeedi, Joshua B. Tenenbaum",http://arxiv.org/pdf/1604.06057v2,No journal ref found,none,cs.LG,Summary12,1605.09782v6,2016-05-31T19:37:29Z,Adversarial Feature Learning,"Jeff Donahue, Philipp Krähenbühl, Trevor Darrell",http://arxiv.org/pdf/1605.09782v6,No journal ref found,none,cs.LG,Summary13,1612.06370v1,2016-12-19T20:56:04Z,Learning Features by Watching Objects Move,"Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan",http://arxiv.org/pdf/1612.06370v1,No journal ref found,none,cs.CV,Summary14,1502.08029v5,2015-02-27T19:30:40Z,Describing Videos by Exploiting Temporal Structure,"Li Yao, Atousa Torabi, Kyunghyun Cho, Nicolas Ballas, Christopher Pal, Hugo Larochelle, Aaron Courville",http://arxiv.org/pdf/1502.08029v5,No journal ref found,none,stat.ML,Summary15,1611.00448v1,2016-11-02T02:32:05Z,Natural-Parameter Networks: A Class of Probabilistic Neural Networks,"Hao Wang, Xingjian Shi, Dit-Yan Yeung",http://arxiv.org/pdf/1611.00448v1,No journal ref found,none,cs.LG,Summary16,1611.00454v1,2016-11-02T02:49:44Z,Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks,"Hao Wang, Xingjian Shi, Dit-Yan Yeung",http://arxiv.org/pdf/1611.00454v1,No journal ref found,none,cs.LG,Summary17,1611.01843v2,2016-11-06T20:55:19Z,Learning to Perform Physics Experiments via Deep Reinforcement Learning,"Misha Denil, Pulkit Agrawal, Tejas D Kulkarni, Tom Erez, Peter Battaglia, Nando de Freitas",http://arxiv.org/pdf/1611.01843v2,No journal ref found,none,stat.ML,Summary18,1604.04562v2,2016-04-15T16:40:49Z,A Network-based End-to-End Trainable Task-oriented Dialogue System,"Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve Young",http://arxiv.org/pdf/1604.04562v2,No journal ref found,none,cs.CL,Summary19,1604.05878v1,2016-04-20T09:58:56Z,A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion,"Johannes Welbl, Guillaume Bouchard, Sebastian Riedel",http://arxiv.org/pdf/1604.05878v1,No journal ref found,none,cs.CL,Summary20,1606.03475v1,2016-06-10T20:45:30Z,De-identification of Patient Notes with Recurrent Neural Networks,"Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner, Peter Szolovits",http://arxiv.org/pdf/1606.03475v1,No journal ref found,none,cs.CL,Summary21,1610.06454v2,2016-10-20T15:17:04Z,Reasoning with Memory Augmented Neural Networks for Language Comprehension,"Tsendsuren Munkhdalai, Hong Yu",http://arxiv.org/pdf/1610.06454v2,No journal ref found,none,cs.CL,Summary22,1612.05251v1,2016-12-15T20:57:56Z,Neural Networks for Joint Sentence Classification in Medical Paper Abstracts,"Franck Dernoncourt, Ji Young Lee, Peter Szolovits",http://arxiv.org/pdf/1612.05251v1,No journal ref found,none,cs.CL,Summary23,1702.02540v2,2017-02-08T17:46:37Z,Automatic Rule Extraction from Long Short Term Memory Networks,"W. James Murdoch, Arthur Szlam",http://arxiv.org/pdf/1702.02540v2,No journal ref found,none,cs.CL,Summary24,1606.09163v1,2016-06-29T15:51:44Z,Optimising The Input Window Alignment in CD-DNN Based Phoneme Recognition for Low Latency Processing,"Akash Kumar Dhaka, Giampiero Salvi",http://arxiv.org/pdf/1606.09163v1,No journal ref found,none,cs.CL,Summary25,1511.05234v2,2015-11-17T01:00:04Z,"Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering","Huijuan Xu, Kate Saenko",http://arxiv.org/pdf/1511.05234v2,No journal ref found,none,cs.CV,Summary26,1702.06700v1,2017-02-22T08:19:38Z,Task-driven Visual Saliency and Attention-based Visual Question Answering,"Yuetan Lin, Zhangyang Pang, Donghui Wang, Yueting Zhuang",http://arxiv.org/pdf/1702.06700v1,No journal ref found,none,cs.CV,Summary27,1409.0473v7,2014-09-01T16:33:02Z,Neural Machine Translation by Jointly Learning to Align and Translate,"Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1409.0473v7,No journal ref found,none,cs.CL,Summary28,1409.1257v2,2014-09-03T21:00:49Z,Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation,"Jean Pouget-Abadie, Dzmitry Bahdanau, Bart van Merrienboer, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1409.1257v2,No journal ref found,none,cs.CL,Summary29,1505.04630v5,2015-05-18T13:26:02Z,Recurrent Neural Network Training with Dark Knowledge Transfer,"Zhiyuan Tang, Dong Wang, Zhiyong Zhang",http://arxiv.org/pdf/1505.04630v5,No journal ref found,none,stat.ML,Summary30,1402.1128v1,2014-02-05T19:01:51Z,Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition,"Haşim Sak, Andrew Senior, Françoise Beaufays",http://arxiv.org/pdf/1402.1128v1,No journal ref found,none,cs.NE,Summary31,1406.1078v3,2014-06-03T17:47:08Z,Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation,"Kyunghyun Cho, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio",http://arxiv.org/pdf/1406.1078v3,No journal ref found,none,cs.CL,Summary32,1406.7806v2,2014-06-30T16:42:25Z,Building DNN Acoustic Models for Large Vocabulary Speech Recognition,"Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng",http://arxiv.org/pdf/1406.7806v2,No journal ref found,none,cs.CL,Summary33,1502.01753v1,2015-02-05T22:51:45Z,Monitoring Term Drift Based on Semantic Consistency in an Evolving Vector Field,"Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris",http://arxiv.org/pdf/1502.01753v1,"Proceedings of IJCNN-15, International Joint Conference on Neural Networks, pages 1--8, 2015",none,cs.CL,Summary34,1504.01482v1,2015-04-07T06:12:14Z,Deep Recurrent Neural Networks for Acoustic Modelling,"William Chan, Ian Lane",http://arxiv.org/pdf/1504.01482v1,No journal ref found,none,cs.LG,Summary35,1504.01483v1,2015-04-07T06:15:44Z,Transferring Knowledge from a RNN to a DNN,"William Chan, Nan Rosemary Ke, Ian Lane",http://arxiv.org/pdf/1504.01483v1,No journal ref found,none,cs.LG,Summary36,1504.07225v3,2015-04-27T19:51:34Z,Correlational Neural Networks,"Sarath Chandar, Mitesh M. Khapra, Hugo Larochelle, Balaraman Ravindran",http://arxiv.org/pdf/1504.07225v3,No journal ref found,none,cs.CL,Summary37,1506.07503v1,2015-06-24T19:10:33Z,Attention-Based Models for Speech Recognition,"Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1506.07503v1,No journal ref found,none,cs.CL,Summary38,1507.06947v1,2015-07-24T18:28:32Z,Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition,"Haşim Sak, Andrew Senior, Kanishka Rao, Françoise Beaufays",http://arxiv.org/pdf/1507.06947v1,No journal ref found,none,cs.CL,Summary39,1508.01211v2,2015-08-05T20:17:58Z,"Listen, Attend and Spell","William Chan, Navdeep Jaitly, Quoc V. Le, Oriol Vinyals",http://arxiv.org/pdf/1508.01211v2,No journal ref found,none,cs.CL,Summary40,1511.06909v7,2015-11-21T17:49:30Z,BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies,"Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish, Michael J. Anderson, Pradeep Dubey",http://arxiv.org/pdf/1511.06909v7,No journal ref found,none,cs.LG,Summary41,1511.08400v7,2015-11-26T14:35:27Z,Regularizing RNNs by Stabilizing Activations,"David Krueger, Roland Memisevic",http://arxiv.org/pdf/1511.08400v7,No journal ref found,none,cs.NE,Summary42,1603.00810v3,2016-03-02T18:01:57Z,Character-based Neural Machine Translation,"Marta R. Costa-Jussà, José A. R. Fonollosa",http://arxiv.org/pdf/1603.00810v3,No journal ref found,none,cs.CL,Summary43,1603.01913v2,2016-03-07T01:54:56Z,A Latent Variable Recurrent Neural Network for Discourse Relation Language Models,"Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein",http://arxiv.org/pdf/1603.01913v2,No journal ref found,none,cs.CL,Summary44,1603.09643v4,2016-03-31T15:37:29Z,Multi-task Recurrent Model for Speech and Speaker Recognition,"Zhiyuan Tang, Lantian Li, Dong Wang",http://arxiv.org/pdf/1603.09643v4,No journal ref found,none,cs.CL,Summary45,1605.07427v1,2016-05-24T12:48:19Z,Hierarchical Memory Networks,"Sarath Chandar, Sungjin Ahn, Hugo Larochelle, Pascal Vincent, Gerald Tesauro, Yoshua Bengio",http://arxiv.org/pdf/1605.07427v1,No journal ref found,none,stat.ML,Summary46,1606.02960v2,2016-06-09T13:29:34Z,Sequence-to-Sequence Learning as Beam-Search Optimization,"Sam Wiseman, Alexander M. Rush",http://arxiv.org/pdf/1606.02960v2,No journal ref found,none,cs.CL,Summary47,1612.02695v1,2016-12-08T15:23:44Z,Towards better decoding and language model integration in sequence to sequence models,"Jan Chorowski, Navdeep Jaitly",http://arxiv.org/pdf/1612.02695v1,No journal ref found,none,cs.NE,Summary48,1701.06538v1,2017-01-23T18:10:00Z,Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer,"Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean",http://arxiv.org/pdf/1701.06538v1,No journal ref found,none,cs.LG,Summary49,1505.04771v2,2015-05-18T19:35:21Z,DopeLearning: A Computational Approach to Rap Lyrics Generation,"Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis",http://arxiv.org/pdf/1505.04771v2,No journal ref found,none,cs.LG,Summary50,1412.3714v2,2014-12-11T16:35:27Z,Feature Weight Tuning for Recursive Neural Networks,Jiwei Li,http://arxiv.org/pdf/1412.3714v2,No journal ref found,none,cs.NE,Summary51,1506.00195v1,2015-05-31T05:10:03Z,Recurrent Neural Networks with External Memory for Language Understanding,"Baolin Peng, Kaisheng Yao",http://arxiv.org/pdf/1506.00195v1,No journal ref found,none,cs.CL,Summary52,1506.06714v1,2015-06-22T18:29:03Z,A Neural Network Approach to Context-Sensitive Generation of Conversational Responses,"Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan",http://arxiv.org/pdf/1506.06714v1,No journal ref found,none,cs.CL,Summary53,1506.08909v3,2015-06-30T00:37:09Z,The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems,"Ryan Lowe, Nissan Pow, Iulian Serban, Joelle Pineau",http://arxiv.org/pdf/1506.08909v3,No journal ref found,none,cs.CL,Summary54,1507.04808v3,2015-07-17T00:21:39Z,Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models,"Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio, Aaron Courville, Joelle Pineau",http://arxiv.org/pdf/1507.04808v3,No journal ref found,none,cs.CL,Summary55,1508.04395v2,2015-08-18T17:40:00Z,End-to-End Attention-based Large Vocabulary Speech Recognition,"Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio",http://arxiv.org/pdf/1508.04395v2,No journal ref found,none,cs.CL,Summary56,1508.05508v1,2015-08-22T13:15:09Z,Towards Neural Network-based Reasoning,"Baolin Peng, Zhengdong Lu, Hang Li, Kam-Fai Wong",http://arxiv.org/pdf/1508.05508v1,No journal ref found,none,cs.AI,Summary57,1509.00838v2,2015-09-02T19:52:56Z,What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment,"Hongyuan Mei, Mohit Bansal, Matthew R. Walter",http://arxiv.org/pdf/1509.00838v2,No journal ref found,none,cs.CL,Summary58,1509.06664v4,2015-09-22T16:08:24Z,Reasoning about Entailment with Neural Attention,"Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiský, Phil Blunsom",http://arxiv.org/pdf/1509.06664v4,No journal ref found,none,cs.CL,Summary59,1510.08983v2,2015-10-30T06:40:14Z,Highway Long Short-Term Memory RNNs for Distant Speech Recognition,"Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James Glass",http://arxiv.org/pdf/1510.08983v2,No journal ref found,none,cs.NE,Summary60,1512.00965v2,2015-12-03T06:46:27Z,Neural Enquirer: Learning to Query Tables with Natural Language,"Pengcheng Yin, Zhengdong Lu, Hang Li, Ben Kao",http://arxiv.org/pdf/1512.00965v2,No journal ref found,none,cs.AI,Summary61,1603.06127v4,2016-03-19T18:35:26Z,Sentence Pair Scoring: Towards Unified Framework for Text Comprehension,"Petr Baudiš, Jan Pichl, Tomáš Vyskočil, Jan Šedivý",http://arxiv.org/pdf/1603.06127v4,No journal ref found,none,cs.CL,Summary62,1603.06393v3,2016-03-21T11:35:08Z,Incorporating Copying Mechanism in Sequence-to-Sequence Learning,"Jiatao Gu, Zhengdong Lu, Hang Li, Victor O. K. Li",http://arxiv.org/pdf/1603.06393v3,No journal ref found,none,cs.CL,Summary63,1603.06807v2,2016-03-22T14:25:16Z,Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus,"Iulian Vlad Serban, Alberto García-Durán, Caglar Gulcehre, Sungjin Ahn, Sarath Chandar, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1603.06807v2,No journal ref found,none,cs.CL,Summary64,1603.08023v2,2016-03-25T20:32:21Z,How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation,"Chia-Wei Liu, Ryan Lowe, Iulian V. Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau",http://arxiv.org/pdf/1603.08023v2,No journal ref found,none,cs.CL,Summary65,1604.04378v1,2016-04-15T07:23:53Z,Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN,"Shengxian Wan, Yanyan Lan, Jun Xu, Jiafeng Guo, Liang Pang, Xueqi Cheng",http://arxiv.org/pdf/1604.04378v1,No journal ref found,none,cs.CL,Summary66,1604.06635v1,2016-04-22T12:51:11Z,Bridging LSTM Architecture and the Neural Dynamics during Reading,"Peng Qian, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1604.06635v1,No journal ref found,none,cs.CL,Summary67,1605.06069v3,2016-05-19T17:59:02Z,A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues,"Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1605.06069v3,No journal ref found,none,cs.CL,Summary68,1606.03864v2,2016-06-13T09:08:04Z,Neural Associative Memory for Dual-Sequence Modeling,Dirk Weissenborn,http://arxiv.org/pdf/1606.03864v2,No journal ref found,none,cs.NE,Summary69,1607.02467v2,2016-07-08T17:35:51Z,Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge,"Marc Dymetman, Chunyang Xiao",http://arxiv.org/pdf/1607.02467v2,No journal ref found,none,cs.AI,Summary70,1610.00956v1,2016-10-04T12:48:51Z,Embracing data abundance: BookTest Dataset for Reading Comprehension,"Ondrej Bajgar, Rudolf Kadlec, Jan Kleindienst",http://arxiv.org/pdf/1610.00956v1,No journal ref found,none,cs.CL,Summary71,1610.01891v1,2016-10-06T14:38:09Z,A New Data Representation Based on Training Data Characteristics to Extract Drug Named-Entity in Medical Text,"Sadikin Mujiono, Mohamad Ivan Fanany, Chan Basaruddin",http://arxiv.org/pdf/1610.01891v1,"Computational Intelligence and Neuroscience Volume 2016 (2016), Article ID 3483528, 24 pages",none,cs.CL,Summary72,1611.01576v2,2016-11-05T00:31:25Z,Quasi-Recurrent Neural Networks,"James Bradbury, Stephen Merity, Caiming Xiong, Richard Socher",http://arxiv.org/pdf/1611.01576v2,No journal ref found,none,cs.NE,Summary73,1611.09434v1,2016-11-28T23:48:41Z,Intelligible Language Modeling with Input Switched Affine Networks,"Jakob N. Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo",http://arxiv.org/pdf/1611.09434v1,No journal ref found,none,cs.AI,Summary74,1612.00377v2,2016-12-01T18:49:23Z,Multi-modal Variational Encoder-Decoders,"Iulian V. Serban, Alexander G. Ororbia II, Joelle Pineau, Aaron Courville",http://arxiv.org/pdf/1612.00377v2,No journal ref found,none,cs.CL,Summary75,1612.02741v2,2016-12-08T17:45:16Z,Coupling Distributed and Symbolic Execution for Natural Language Queries,"Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin",http://arxiv.org/pdf/1612.02741v2,No journal ref found,none,cs.LG,Summary76,1702.04521v1,2017-02-15T09:45:23Z,Frustratingly Short Attention Spans in Neural Language Modeling,"Michał Daniluk, Tim Rocktäschel, Johannes Welbl, Sebastian Riedel",http://arxiv.org/pdf/1702.04521v1,No journal ref found,none,cs.CL,Summary77,1506.00333v2,2015-06-01T03:09:49Z,Learning to Answer Questions From Image Using Convolutional Neural Network,"Lin Ma, Zhengdong Lu, Hang Li",http://arxiv.org/pdf/1506.00333v2,No journal ref found,none,cs.CL,Summary78,1507.01053v1,2015-07-04T01:06:16Z,Describing Multimedia Content using Attention-based Encoder--Decoder Networks,"Kyunghyun Cho, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1507.01053v1,No journal ref found,none,cs.NE,Summary79,1510.04709v2,2015-10-15T20:29:21Z,Multilingual Image Description with Neural Sequence Models,"Desmond Elliott, Stella Frank, Eva Hasler",http://arxiv.org/pdf/1510.04709v2,No journal ref found,none,cs.CL,Summary80,1511.02274v2,2015-11-07T00:43:32Z,Stacked Attention Networks for Image Question Answering,"Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Smola",http://arxiv.org/pdf/1511.02274v2,No journal ref found,none,cs.LG,Summary81,1511.02799v3,2015-11-09T18:48:39Z,Neural Module Networks,"Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein",http://arxiv.org/pdf/1511.02799v3,No journal ref found,none,cs.CV,Summary82,1511.04401v4,2015-11-13T18:59:36Z,Symbol Grounding Association in Multimodal Sequences with Missing Elements,"Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki",http://arxiv.org/pdf/1511.04401v4,No journal ref found,none,cs.CV,Summary83,1603.08474v1,2016-03-28T18:38:46Z,Deep Embedding for Spatial Role Labeling,"Oswaldo Ludwig, Xiao Liu, Parisa Kordjamshidi, Marie-Francine Moens",http://arxiv.org/pdf/1603.08474v1,No journal ref found,none,cs.CL,Summary84,1609.04938v1,2016-09-16T08:14:50Z,What You Get Is What You See: A Visual Markup Decompiler,"Yuntian Deng, Anssi Kanervisto, Alexander M. Rush",http://arxiv.org/pdf/1609.04938v1,No journal ref found,none,cs.CV,Summary85,1205.2382v3,2012-05-10T20:22:17Z,Mesh Learning for Classifying Cognitive Processes,"Mete Ozay, Ilke Öztekin, Uygar Öztekin, Fatos T. Yarman Vural",http://arxiv.org/pdf/1205.2382v3,No journal ref found,none,cs.NE,Summary86,1401.0104v1,2013-12-31T07:09:02Z,PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction,"Yukun Bao, Tao Xiong, Zhongyi Hu",http://arxiv.org/pdf/1401.0104v1,No journal ref found,none,cs.AI,Summary87,1401.1926v1,2014-01-09T08:41:55Z,A PSO and Pattern Search based Memetic Algorithm for SVMs Parameters Optimization,"Yukun Bao, Zhongyi Hu, Tao Xiong",http://arxiv.org/pdf/1401.1926v1,No journal ref found,none,cs.LG,Summary88,1412.5244v1,2014-12-17T02:47:22Z,Learning unbiased features,"Yujia Li, Kevin Swersky, Richard Zemel",http://arxiv.org/pdf/1412.5244v1,No journal ref found,none,cs.LG,Summary89,1503.00036v2,2015-02-27T23:50:22Z,Norm-Based Capacity Control in Neural Networks,"Behnam Neyshabur, Ryota Tomioka, Nathan Srebro",http://arxiv.org/pdf/1503.00036v2,No journal ref found,none,cs.LG,Summary90,1509.03005v1,2015-09-10T04:14:54Z,Compatible Value Gradients for Reinforcement Learning of Continuous Deep Policies,"David Balduzzi, Muhammad Ghifary",http://arxiv.org/pdf/1509.03005v1,No journal ref found,none,cs.LG,Summary91,1509.08634v1,2015-09-29T08:30:12Z,Learning dynamic Boltzmann machines with spike-timing dependent plasticity,"Takayuki Osogami, Makoto Otsuka",http://arxiv.org/pdf/1509.08634v1,No journal ref found,none,cs.NE,Summary92,1511.05493v3,2015-11-17T18:10:12Z,Gated Graph Sequence Neural Networks,"Yujia Li, Daniel Tarlow, Marc Brockschmidt, Richard Zemel",http://arxiv.org/pdf/1511.05493v3,No journal ref found,none,cs.LG,Summary93,1512.07679v2,2015-12-24T01:31:40Z,Deep Reinforcement Learning in Large Discrete Action Spaces,"Gabriel Dulac-Arnold, Richard Evans, Hado van Hasselt, Peter Sunehag, Timothy Lillicrap, Jonathan Hunt, Timothy Mann, Theophane Weber, Thomas Degris, Ben Coppin",http://arxiv.org/pdf/1512.07679v2,No journal ref found,none,cs.AI,Summary94,1602.02867v3,2016-02-09T05:44:36Z,Value Iteration Networks,"Aviv Tamar, Yi Wu, Garrett Thomas, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1602.02867v3,"Advances in Neural Information Processing Systems 29 pages 2154--2162, 2016",none,cs.AI,Summary95,1602.06662v1,2016-02-22T06:51:25Z,Orthogonal RNNs and Long-Memory Tasks,"Mikael Henaff, Arthur Szlam, Yann LeCun",http://arxiv.org/pdf/1602.06662v1,No journal ref found,none,cs.NE,Summary96,1602.07714v2,2016-02-24T21:14:52Z,Learning values across many orders of magnitude,"Hado van Hasselt, Arthur Guez, Matteo Hessel, Volodymyr Mnih, David Silver",http://arxiv.org/pdf/1602.07714v2,No journal ref found,none,cs.LG,Summary97,1605.07156v1,2016-05-23T19:43:08Z,Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures,"Laura Deming, Sasha Targ, Nate Sauder, Diogo Almeida, Chun Jimmie Ye",http://arxiv.org/pdf/1605.07156v1,No journal ref found,none,cs.LG,Summary98,1605.08803v3,2016-05-27T21:24:32Z,Density estimation using Real NVP,"Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio",http://arxiv.org/pdf/1605.08803v3,No journal ref found,none,cs.LG,Summary99,1606.02396v1,2016-06-08T04:48:49Z,Deep Successor Reinforcement Learning,"Tejas D. Kulkarni, Ardavan Saeedi, Simanta Gautam, Samuel J. Gershman",http://arxiv.org/pdf/1606.02396v1,No journal ref found,none,stat.ML,Summary100,1611.02779v2,2016-11-09T00:13:29Z,RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning,"Yan Duan, John Schulman, Xi Chen, Peter L. Bartlett, Ilya Sutskever, Pieter Abbeel",http://arxiv.org/pdf/1611.02779v2,No journal ref found,none,cs.AI,Summary101,1611.09913v3,2016-11-29T22:13:20Z,Capacity and Trainability in Recurrent Neural Networks,"Jasmine Collins, Jascha Sohl-Dickstein, David Sussillo",http://arxiv.org/pdf/1611.09913v3,No journal ref found,none,stat.ML,Summary102,1612.01589v1,2016-12-05T23:28:54Z,Improving the Performance of Neural Networks in Regression Tasks Using Drawering,Konrad Zolna,http://arxiv.org/pdf/1612.01589v1,No journal ref found,none,cs.LG,Summary103,1702.02604v2,2017-02-08T20:23:59Z,Causal Regularization,"Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun",http://arxiv.org/pdf/1702.02604v2,No journal ref found,none,cs.LG,Summary104,1703.01127v1,2017-03-03T12:23:13Z,On the Behavior of Convolutional Nets for Feature Extraction,"Dario Garcia-Gasulla, Ferran Parés, Armand Vilalta, Jonatan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura",http://arxiv.org/pdf/1703.01127v1,No journal ref found,none,cs.NE,Summary105,1301.4083v6,2013-01-17T13:06:52Z,Knowledge Matters: Importance of Prior Information for Optimization,"Çağlar Gülçehre, Yoshua Bengio",http://arxiv.org/pdf/1301.4083v6,No journal ref found,none,cs.LG,Summary106,1312.1909v1,2013-11-18T17:56:11Z,From Maxout to Channel-Out: Encoding Information on Sparse Pathways,"Qi Wang, Joseph JaJa",http://arxiv.org/pdf/1312.1909v1,No journal ref found,none,cs.NE,Summary107,1312.5845v7,2013-12-20T08:24:48Z,Competitive Learning with Feedforward Supervisory Signal for Pre-trained Multilayered Networks,"Takashi Shinozaki, Yasushi Naruse",http://arxiv.org/pdf/1312.5845v7,No journal ref found,none,cs.NE,Summary108,1402.3337v5,2014-02-13T23:37:39Z,Zero-bias autoencoders and the benefits of co-adapting features,"Kishore Konda, Roland Memisevic, David Krueger",http://arxiv.org/pdf/1402.3337v5,No journal ref found,none,stat.ML,Summary109,1412.6563v2,2014-12-20T00:05:57Z,Self-informed neural network structure learning,"David Warde-Farley, Andrew Rabinovich, Dragomir Anguelov",http://arxiv.org/pdf/1412.6563v2,No journal ref found,none,stat.ML,Summary110,1412.6830v3,2014-12-21T20:20:21Z,Learning Activation Functions to Improve Deep Neural Networks,"Forest Agostinelli, Matthew Hoffman, Peter Sadowski, Pierre Baldi",http://arxiv.org/pdf/1412.6830v3,No journal ref found,none,cs.NE,Summary111,1412.7210v4,2014-12-22T23:36:15Z,Denoising autoencoder with modulated lateral connections learns invariant representations of natural images,"Antti Rasmus, Tapani Raiko, Harri Valpola",http://arxiv.org/pdf/1412.7210v4,No journal ref found,none,cs.NE,Summary112,1502.06464v2,2015-02-23T15:44:37Z,Rectified Factor Networks,"Djork-Arné Clevert, Andreas Mayr, Thomas Unterthiner, Sepp Hochreiter",http://arxiv.org/pdf/1502.06464v2,No journal ref found,none,cs.LG,Summary113,1504.00641v1,2015-04-02T18:38:38Z,A Probabilistic Theory of Deep Learning,"Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk",http://arxiv.org/pdf/1504.00641v1,No journal ref found,none,stat.ML,Summary114,1506.02617v1,2015-06-08T19:01:33Z,Path-SGD: Path-Normalized Optimization in Deep Neural Networks,"Behnam Neyshabur, Ruslan Salakhutdinov, Nathan Srebro",http://arxiv.org/pdf/1506.02617v1,No journal ref found,none,cs.LG,Summary115,1508.00451v4,2015-08-03T15:29:57Z,Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines,"Rein Houthooft, Filip De Turck",http://arxiv.org/pdf/1508.00451v4,No journal ref found,none,stat.ML,Summary116,1509.04612v2,2015-09-15T15:55:29Z,Adapting Resilient Propagation for Deep Learning,"Alan Mosca, George D. Magoulas",http://arxiv.org/pdf/1509.04612v2,No journal ref found,none,cs.NE,Summary117,1511.01865v3,2015-11-05T19:36:33Z,Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism,"Nastaran Mohammadian Rad, Andrea Bizzego, Seyed Mostafa Kia, Giuseppe Jurman, Paola Venuti, Cesare Furlanello",http://arxiv.org/pdf/1511.01865v3,No journal ref found,none,cs.NE,Summary118,1511.07125v1,2015-11-23T07:48:01Z,What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks,"Patrick W. Gallagher, Shuai Tang, Zhuowen Tu",http://arxiv.org/pdf/1511.07125v1,No journal ref found,none,cs.NE,Summary119,1603.08029v1,2016-03-25T20:55:40Z,Resnet in Resnet: Generalizing Residual Architectures,"Sasha Targ, Diogo Almeida, Kevin Lyman",http://arxiv.org/pdf/1603.08029v1,No journal ref found,none,cs.LG,Summary120,1605.06457v1,2016-05-20T18:03:07Z,Virtual Worlds as Proxy for Multi-Object Tracking Analysis,"Adrien Gaidon, Qiao Wang, Yohann Cabon, Eleonora Vig",http://arxiv.org/pdf/1605.06457v1,No journal ref found,none,cs.CV,Summary121,1606.00972v1,2016-06-03T05:36:06Z,Synthesizing Dynamic Textures and Sounds by Spatial-Temporal Generative ConvNet,"Jianwen Xie, Song-Chun Zhu, Ying Nian Wu",http://arxiv.org/pdf/1606.00972v1,No journal ref found,none,stat.ML,Summary122,1606.04393v3,2016-06-14T14:36:55Z,Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks,"Mohammad Javad Shafiee, Akshaya Mishra, Alexander Wong",http://arxiv.org/pdf/1606.04393v3,No journal ref found,none,cs.CV,Summary123,1606.08571v4,2016-06-28T06:46:05Z,Alternating Back-Propagation for Generator Network,"Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu",http://arxiv.org/pdf/1606.08571v4,No journal ref found,none,stat.ML,Summary124,1608.00218v1,2016-07-31T14:09:17Z,Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training,"Ilija Ilievski, Jiashi Feng",http://arxiv.org/pdf/1608.00218v1,No journal ref found,none,cs.LG,Summary125,1608.06884v2,2016-08-24T16:15:22Z,Towards Bayesian Deep Learning: A Framework and Some Existing Methods,"Hao Wang, Dit-Yan Yeung",http://arxiv.org/pdf/1608.06884v2,No journal ref found,none,stat.ML,Summary126,1609.01360v2,2016-09-06T01:08:03Z,Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding,"Mohammad Javad Shafiee, Alexander Wong",http://arxiv.org/pdf/1609.01360v2,No journal ref found,none,cs.LG,Summary127,1609.07093v3,2016-09-22T18:07:56Z,Neural Photo Editing with Introspective Adversarial Networks,"Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston",http://arxiv.org/pdf/1609.07093v3,No journal ref found,none,cs.LG,Summary128,1612.04052v1,2016-12-13T07:58:34Z,Theory and Tools for the Conversion of Analog to Spiking Convolutional Neural Networks,"Bodo Rueckauer, Iulia-Alexandra Lungu, Yuhuang Hu, Michael Pfeiffer",http://arxiv.org/pdf/1612.04052v1,No journal ref found,none,stat.ML,Summary129,1612.04357v3,2016-12-13T20:48:58Z,Stacked Generative Adversarial Networks,"Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie",http://arxiv.org/pdf/1612.04357v3,No journal ref found,none,cs.CV,Summary130,1702.07811v1,2017-02-25T00:22:51Z,Adaptive Neural Networks for Fast Test-Time Prediction,"Tolga Bolukbasi, Joseph Wang, Ofer Dekel, Venkatesh Saligrama",http://arxiv.org/pdf/1702.07811v1,No journal ref found,none,cs.LG,Summary131,1103.4487v1,2011-03-23T10:38:50Z,Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs,"Dan C. Cireşan, Ueli Meier, Luca M. Gambardella, Jürgen Schmidhuber",http://arxiv.org/pdf/1103.4487v1,No journal ref found,none,cs.LG,Summary132,1110.0214v1,2011-10-02T18:59:42Z,Eclectic Extraction of Propositional Rules from Neural Networks,Ridwan Al Iqbal,http://arxiv.org/pdf/1110.0214v1,No journal ref found,none,cs.LG,Summary133,1510.04609v1,2015-10-15T16:31:46Z,Layer-Specific Adaptive Learning Rates for Deep Networks,"Bharat Singh, Soham De, Yangmuzi Zhang, Thomas Goldstein, Gavin Taylor",http://arxiv.org/pdf/1510.04609v1,No journal ref found,none,cs.CV,Summary134,1511.05547v2,2015-11-17T20:53:26Z,Return of Frustratingly Easy Domain Adaptation,"Baochen Sun, Jiashi Feng, Kate Saenko",http://arxiv.org/pdf/1511.05547v2,No journal ref found,none,cs.CV,Summary135,1512.04295v2,2015-12-14T13:06:43Z,Origami: A 803 GOp/s/W Convolutional Network Accelerator,"Lukas Cavigelli, Luca Benini",http://arxiv.org/pdf/1512.04295v2,No journal ref found,none,cs.CV,Summary136,1605.06431v2,2016-05-20T16:44:03Z,Residual Networks Behave Like Ensembles of Relatively Shallow Networks,"Andreas Veit, Michael Wilber, Serge Belongie",http://arxiv.org/pdf/1605.06431v2,No journal ref found,none,cs.CV,Summary137,1605.09304v5,2016-05-30T16:22:54Z,Synthesizing the preferred inputs for neurons in neural networks via deep generator networks,"Anh Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune",http://arxiv.org/pdf/1605.09304v5,No journal ref found,none,cs.NE,Summary138,1606.02407v1,2016-06-08T05:31:43Z,Structured Convolution Matrices for Energy-efficient Deep learning,"Rathinakumar Appuswamy, Tapan Nayak, John Arthur, Steven Esser, Paul Merolla, Jeffrey Mckinstry, Timothy Melano, Myron Flickner, Dharmendra Modha",http://arxiv.org/pdf/1606.02407v1,No journal ref found,none,cs.NE,Summary139,1607.01719v1,2016-07-06T17:35:55Z,Deep CORAL: Correlation Alignment for Deep Domain Adaptation,"Baochen Sun, Kate Saenko",http://arxiv.org/pdf/1607.01719v1,No journal ref found,none,cs.CV,Summary140,1607.07043v1,2016-07-24T13:39:11Z,Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition,"Jun Liu, Amir Shahroudy, Dong Xu, Gang Wang",http://arxiv.org/pdf/1607.07043v1,No journal ref found,none,cs.CV,Summary141,1611.06791v1,2016-11-21T14:06:48Z,Generalized Dropout,"Suraj Srinivas, R. Venkatesh Babu",http://arxiv.org/pdf/1611.06791v1,No journal ref found,none,cs.LG,Summary142,1612.01294v1,2016-12-05T10:10:13Z,Message Passing Multi-Agent GANs,"Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri",http://arxiv.org/pdf/1612.01294v1,No journal ref found,none,cs.CV,Summary143,1612.02136v5,2016-12-07T07:45:38Z,Mode Regularized Generative Adversarial Networks,"Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li",http://arxiv.org/pdf/1612.02136v5,No journal ref found,none,cs.LG,Summary144,1701.05221v5,2017-01-18T20:03:12Z,Parsimonious Inference on Convolutional Neural Networks: Learning and applying on-line kernel activation rules,"I. Theodorakopoulos, V. Pothos, D. Kastaniotis, N. Fragoulis",http://arxiv.org/pdf/1701.05221v5,No journal ref found,none,cs.CV,Summary145,1702.08690v1,2017-02-28T08:40:44Z,Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning,"Weifeng Ge, Yizhou Yu",http://arxiv.org/pdf/1702.08690v1,No journal ref found,none,cs.CV,Summary146,0911.5372v1,2009-11-28T04:58:38Z,Maximin affinity learning of image segmentation,"Srinivas C. Turaga, Kevin L. Briggman, Moritz Helmstaedter, Winfried Denk, H. Sebastian Seung",http://arxiv.org/pdf/0911.5372v1,No journal ref found,none,cs.CV,Summary147,1102.2739v1,2011-02-14T11:40:08Z,"A General Framework for Development of the Cortex-like Visual Object Recognition System: Waves of Spikes, Predictive Coding and Universal Dictionary of Features",Sergey S. Tarasenko,http://arxiv.org/pdf/1102.2739v1,No journal ref found,none,cs.CV,Summary148,1605.05359v2,2016-05-17T20:44:19Z,Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering,"Aravind S. Lakshminarayanan, Ramnandan Krishnamurthy, Peeyush Kumar, Balaraman Ravindran",http://arxiv.org/pdf/1605.05359v2,No journal ref found,none,cs.LG,Summary149,1312.5198v4,2013-12-18T16:13:08Z,Learning Semantic Script Knowledge with Event Embeddings,"Ashutosh Modi, Ivan Titov",http://arxiv.org/pdf/1312.5198v4,No journal ref found,none,cs.LG,Summary150,1501.04346v1,2015-01-18T20:50:39Z,Mathematical Language Processing: Automatic Grading and Feedback for Open Response Mathematical Questions,"Andrew S. Lan, Divyanshu Vats, Andrew E. Waters, Richard G. Baraniuk",http://arxiv.org/pdf/1501.04346v1,No journal ref found,none,stat.ML,Summary151,1412.2812v1,2014-12-08T23:40:41Z,Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework,"Ivan Titov, Ehsan Khoddam",http://arxiv.org/pdf/1412.2812v1,No journal ref found,none,cs.CL,Summary152,1506.06646v2,2015-06-22T15:21:57Z,Nonparametric Bayesian Double Articulation Analyzer for Direct Language Acquisition from Continuous Speech Signals,"Tadahiro Taniguchi, Ryo Nakashima, Shogo Nagasaka",http://arxiv.org/pdf/1506.06646v2,No journal ref found,none,cs.AI,Summary153,1603.06318v4,2016-03-21T03:33:20Z,Harnessing Deep Neural Networks with Logic Rules,"Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing",http://arxiv.org/pdf/1603.06318v4,No journal ref found,none,cs.LG,Summary154,1607.06520v1,2016-07-21T22:26:20Z,Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings,"Tolga Bolukbasi, Kai-Wei Chang, James Zou, Venkatesh Saligrama, Adam Kalai",http://arxiv.org/pdf/1607.06520v1,No journal ref found,none,cs.CL,Summary155,1611.01702v2,2016-11-05T21:25:07Z,TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency,"Adji B. Dieng, Chong Wang, Jianfeng Gao, John Paisley",http://arxiv.org/pdf/1611.01702v2,No journal ref found,none,cs.CL,Summary156,1611.02266v2,2016-11-07T20:57:24Z,Gaussian Attention Model and Its Application to Knowledge Base Embedding and Question Answering,"Liwen Zhang, John Winn, Ryota Tomioka",http://arxiv.org/pdf/1611.02266v2,No journal ref found,none,stat.ML,Summary157,1611.06188v2,2016-11-18T18:13:46Z,Variable Computation in Recurrent Neural Networks,"Yacine Jernite, Edouard Grave, Armand Joulin, Tomas Mikolov",http://arxiv.org/pdf/1611.06188v2,No journal ref found,none,stat.ML,Summary158,1703.00955v1,2017-03-02T21:23:47Z,Controllable Text Generation,"Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing",http://arxiv.org/pdf/1703.00955v1,No journal ref found,none,cs.LG,Summary159,1602.08761v2,2016-02-28T19:44:57Z,Resource Constrained Structured Prediction,"Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama",http://arxiv.org/pdf/1602.08761v2,No journal ref found,none,stat.ML,Summary160,1501.03302v2,2015-01-14T10:38:43Z,Hard to Cheat: A Turing Test based on Answering Questions about Images,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1501.03302v2,No journal ref found,none,cs.AI,Summary161,1505.01809v3,2015-05-07T18:36:14Z,Language Models for Image Captioning: The Quirks and What Works,"Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell",http://arxiv.org/pdf/1505.01809v3,No journal ref found,none,cs.CL,Summary162,1505.02074v4,2015-05-08T15:59:44Z,Exploring Models and Data for Image Question Answering,"Mengye Ren, Ryan Kiros, Richard Zemel",http://arxiv.org/pdf/1505.02074v4,No journal ref found,none,cs.LG,Summary163,1410.0210v4,2014-10-01T12:59:16Z,A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1410.0210v4,No journal ref found,none,cs.AI,Summary164,1606.07356v2,2016-06-23T16:05:16Z,Analyzing the Behavior of Visual Question Answering Models,"Aishwarya Agrawal, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1606.07356v2,No journal ref found,none,cs.CL,Summary165,1606.07493v5,2016-06-23T21:54:44Z,Sort Story: Sorting Jumbled Images and Captions into Stories,"Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal",http://arxiv.org/pdf/1606.07493v5,No journal ref found,none,cs.CL,Summary166,1608.02717v1,2016-08-09T08:24:02Z,Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task,"Ashkan Mokarian, Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1608.02717v1,No journal ref found,none,cs.CV,Summary167,1608.07639v1,2016-08-27T00:34:00Z,Learning to generalize to new compositions in image understanding,"Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik",http://arxiv.org/pdf/1608.07639v1,No journal ref found,none,cs.CV,Summary168,1608.08716v1,2016-08-31T02:56:00Z,Measuring Machine Intelligence Through Visual Question Answering,"C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1608.08716v1,No journal ref found,none,cs.AI,Summary169,1608.08974v2,2016-08-31T18:11:29Z,Towards Transparent AI Systems: Interpreting Visual Question Answering Models,"Yash Goyal, Akrit Mohapatra, Devi Parikh, Dhruv Batra",http://arxiv.org/pdf/1608.08974v2,No journal ref found,none,cs.CV,Summary170,1611.08669v2,2016-11-26T06:39:28Z,Visual Dialog,"Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra",http://arxiv.org/pdf/1611.08669v2,No journal ref found,none,cs.CV,Summary171,1612.00837v1,2016-12-02T20:57:07Z,Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering,"Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1612.00837v1,No journal ref found,none,cs.CV,Summary172,1701.02477v1,2017-01-10T08:47:56Z,Multi-task Learning Of Deep Neural Networks For Audio Visual Automatic Speech Recognition,"Abhinav Thanda, Shankar M Venkatesan",http://arxiv.org/pdf/1701.02477v1,No journal ref found,none,cs.CL,Summary173,1309.1501v3,2013-09-05T22:06:58Z,Improvements to deep convolutional neural networks for LVCSR,"Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomas Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran",http://arxiv.org/pdf/1309.1501v3,No journal ref found,none,cs.LG,Summary174,1309.1508v3,2013-09-05T23:21:02Z,Accelerating Hessian-free optimization for deep neural networks by implicit preconditioning and sampling,"Tara N. Sainath, Lior Horesh, Brian Kingsbury, Aleksandr Y. Aravkin, Bhuvana Ramabhadran",http://arxiv.org/pdf/1309.1508v3,No journal ref found,none,cs.LG,Summary175,1409.2944v2,2014-09-10T03:05:22Z,Collaborative Deep Learning for Recommender Systems,"Hao Wang, Naiyan Wang, Dit-Yan Yeung",http://arxiv.org/pdf/1409.2944v2,No journal ref found,none,cs.LG,Summary176,1606.07298v1,2016-06-23T12:53:31Z,Explaining Predictions of Non-Linear Classifiers in NLP,"Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1606.07298v1,No journal ref found,none,cs.CL,Summary177,1409.8484v1,2014-09-30T11:10:23Z,An agent-driven semantical identifier using radial basis neural networks and reinforcement learning,"Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana",http://arxiv.org/pdf/1409.8484v1,"Proceedings of the XV Workshop ""Dagli Oggetti agli Agenti"" (WOA 2014), on CEUR-WS, volume 1260, ISSN: 1613-073, Catania, Italy, Sepember. 25-26, 2014. http://ceur-ws.org/Vol-1260/",none,cs.NE,Summary178,1506.04089v4,2015-06-12T18:05:00Z,"Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences","Hongyuan Mei, Mohit Bansal, Matthew R. Walter",http://arxiv.org/pdf/1506.04089v4,No journal ref found,none,cs.CL,Summary179,1606.07496v1,2016-06-23T22:04:08Z,Is a Picture Worth Ten Thousand Words in a Review Dataset?,"Roberto Camacho Barranco, Laura M. Rodriguez, Rebecca Urbina, M. Shahriar Hossain",http://arxiv.org/pdf/1606.07496v1,No journal ref found,none,cs.CV,Summary180,1109.0820v1,2011-09-05T07:52:17Z,ShareBoost: Efficient Multiclass Learning with Feature Sharing,"Shai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua",http://arxiv.org/pdf/1109.0820v1,No journal ref found,none,cs.LG,Summary181,1204.0684v1,2012-04-03T13:22:07Z,Validation of nonlinear PCA,Matthias Scholz,http://arxiv.org/pdf/1204.0684v1,"Neural Processing Letters, 2012",none,cs.LG,Summary182,1408.0204v1,2014-08-01T15:15:48Z,Functional Principal Component Analysis and Randomized Sparse Clustering Algorithm for Medical Image Analysis,"Nan Lin, Junhai Jiang, Shicheng Guo, Momiao Xiong",http://arxiv.org/pdf/1408.0204v1,No journal ref found,none,stat.ML,Summary183,1409.2287v1,2014-09-08T10:47:23Z,Variational Inference for Uncertainty on the Inputs of Gaussian Process Models,"Andreas C. Damianou, Michalis K. Titsias, Neil D. Lawrence",http://arxiv.org/pdf/1409.2287v1,No journal ref found,none,stat.ML,Summary184,1406.2602v1,2014-06-10T15:49:05Z,Graph Approximation and Clustering on a Budget,"Ethan Fetaya, Ohad Shamir, Shimon Ullman",http://arxiv.org/pdf/1406.2602v1,No journal ref found,none,stat.ML,Summary185,1411.1784v1,2014-11-06T22:33:22Z,Conditional Generative Adversarial Nets,"Mehdi Mirza, Simon Osindero",http://arxiv.org/pdf/1411.1784v1,No journal ref found,none,cs.LG,Summary186,1412.2309v2,2014-12-07T03:13:27Z,Visual Causal Feature Learning,"Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt",http://arxiv.org/pdf/1412.2309v2,No journal ref found,none,stat.ML,Summary187,1412.6614v4,2014-12-20T06:52:25Z,In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning,"Behnam Neyshabur, Ryota Tomioka, Nathan Srebro",http://arxiv.org/pdf/1412.6614v4,No journal ref found,none,cs.LG,Summary188,1503.01521v3,2015-03-05T02:57:19Z,Jointly Learning Multiple Measures of Similarities from Triplet Comparisons,"Liwen Zhang, Subhransu Maji, Ryota Tomioka",http://arxiv.org/pdf/1503.01521v3,No journal ref found,none,stat.ML,Summary189,1508.07680v1,2015-08-31T04:15:31Z,Domain Generalization for Object Recognition with Multi-task Autoencoders,"Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi",http://arxiv.org/pdf/1508.07680v1,No journal ref found,none,cs.CV,Summary190,1510.02173v2,2015-10-08T00:20:42Z,Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models,"John-Alexander M. Assael, Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth",http://arxiv.org/pdf/1510.02173v2,No journal ref found,none,cs.AI,Summary191,1510.04373v2,2015-10-15T01:41:12Z,Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization,"Muhammad Ghifary, David Balduzzi, W. Bastiaan Kleijn, Mengjie Zhang",http://arxiv.org/pdf/1510.04373v2,No journal ref found,none,cs.CV,Summary192,1510.08971v1,2015-10-30T05:34:49Z,Robust Subspace Clustering via Tighter Rank Approximation,"Zhao Kang, Chong Peng, Qiang Cheng",http://arxiv.org/pdf/1510.08971v1,No journal ref found,none,cs.CV,Summary193,1512.00743v2,2015-12-02T15:46:26Z,Recognizing Semantic Features in Faces using Deep Learning,Amogh Gudi,http://arxiv.org/pdf/1512.00743v2,No journal ref found,none,cs.LG,Summary194,1607.03516v2,2016-07-12T20:48:58Z,Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation,"Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi, Wen Li",http://arxiv.org/pdf/1607.03516v2,No journal ref found,none,cs.CV,Summary195,1608.04846v1,2016-08-17T03:49:56Z,A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation,"Po-Hsuan Chen, Xia Zhu, Hejia Zhang, Javier S. Turek, Janice Chen, Theodore L. Willke, Uri Hasson, Peter J. Ramadge",http://arxiv.org/pdf/1608.04846v1,No journal ref found,none,stat.ML,Summary196,1608.06010v2,2016-08-21T23:40:56Z,Feedback-Controlled Sequential Lasso Screening,"Yun Wang, Xu Chen, Peter J. Ramadge",http://arxiv.org/pdf/1608.06010v2,No journal ref found,none,cs.LG,Summary197,1608.06014v2,2016-08-21T23:48:43Z,The Symmetry of a Simple Optimization Problem in Lasso Screening,"Yun Wang, Peter J. Ramadge",http://arxiv.org/pdf/1608.06014v2,No journal ref found,none,cs.LG,Summary198,1608.07441v1,2016-08-26T12:42:43Z,Hard Negative Mining for Metric Learning Based Zero-Shot Classification,"Maxime Bucher, Stéphane Herbin, Frédéric Jurie",http://arxiv.org/pdf/1608.07441v1,"ECCV 16 WS TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision, Oct 2016, Amsterdam, Netherlands. ECCV 16 WS TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision",none,cs.LG,Summary199,1609.07042v4,2016-09-22T15:59:38Z,Pose-Selective Max Pooling for Measuring Similarity,"Xiang Xiang, Trac D. Tran",http://arxiv.org/pdf/1609.07042v4,No journal ref found,none,cs.CV,Summary200,1610.04574v1,2016-10-14T18:40:52Z,Generalization Error of Invariant Classifiers,"Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1610.04574v1,No journal ref found,none,stat.ML,Summary201,1610.08401v2,2016-10-26T16:30:45Z,Universal adversarial perturbations,"Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard",http://arxiv.org/pdf/1610.08401v2,No journal ref found,none,cs.CV,Summary202,1701.03102v1,2017-01-11T16:34:29Z,Linear Disentangled Representation Learning for Facial Actions,"Xiang Xiang, Trac D. Tran",http://arxiv.org/pdf/1701.03102v1,No journal ref found,none,cs.CV,Summary203,1702.04267v2,2017-02-14T15:44:26Z,On Detecting Adversarial Perturbations,"Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff",http://arxiv.org/pdf/1702.04267v2,No journal ref found,none,stat.ML,Summary204,1703.02000v1,2017-03-06T17:42:55Z,Generative Adversarial Nets with Labeled Data by Activation Maximization,"Zhiming Zhou, Shu Rong, Han Cai, Weinan Zhang, Yong Yu, Jun Wang",http://arxiv.org/pdf/1703.02000v1,No journal ref found,none,cs.LG,Summary205,1412.6749v1,2014-12-21T09:28:05Z,SENNS: Sparse Extraction Neural NetworkS for Feature Extraction,Abdulrahman Oladipupo Ibraheem,http://arxiv.org/pdf/1412.6749v1,No journal ref found,none,cs.CV,Summary206,1611.04488v4,2016-11-14T17:28:27Z,Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy,"Dougal J. Sutherland, Hsiao-Yu Tung, Heiko Strathmann, Soumyajit De, Aaditya Ramdas, Alex Smola, Arthur Gretton",http://arxiv.org/pdf/1611.04488v4,No journal ref found,none,stat.ML,Summary207,1611.07422v1,2016-11-02T02:47:26Z,Deep Learning Approximation for Stochastic Control Problems,"Jiequn Han, Weinan E",http://arxiv.org/pdf/1611.07422v1,No journal ref found,none,cs.LG,Summary208,1701.01329v1,2017-01-05T14:28:34Z,Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks,"Marwin H. S. Segler, Thierry Kogej, Christian Tyrchan, Mark P. Waller",http://arxiv.org/pdf/1701.01329v1,No journal ref found,none,cs.NE,Summary209,1506.03412v3,2015-06-10T17:59:57Z,Convergence rates for pretraining and dropout: Guiding learning parameters using network structure,"Vamsi K. Ithapu, Sathya Ravi, Vikas Singh",http://arxiv.org/pdf/1506.03412v3,No journal ref found,none,cs.LG,Summary210,1602.01168v2,2016-02-03T02:41:33Z,Learning Discriminative Features via Label Consistent Neural Network,"Zhuolin Jiang, Yaming Wang, Larry Davis, Walt Andrews, Viktor Rozgic",http://arxiv.org/pdf/1602.01168v2,No journal ref found,none,cs.CV,Summary211,1606.08282v2,2016-06-27T14:03:40Z,Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series,"Hamid Dadkhahi, Marco F. Duarte, Benjamin Marlin",http://arxiv.org/pdf/1606.08282v2,No journal ref found,none,stat.ML,Summary212,1703.01101v1,2017-03-03T10:27:16Z,Adversarial Examples for Semantic Image Segmentation,"Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox",http://arxiv.org/pdf/1703.01101v1,No journal ref found,none,stat.ML,Summary213,1301.4862v1,2013-01-21T13:26:07Z,Active Learning of Inverse Models with Intrinsically Motivated Goal Exploration in Robots,"Adrien Baranes, Pierre-Yves Oudeyer",http://arxiv.org/pdf/1301.4862v1,"Baranes, A., Oudeyer, P-Y. (2013) Active Learning of Inverse Models with Intrinsically Motivated Goal Exploration in Robots, Robotics and Autonomous Systems, 61(1), pp. 49-73",none,cs.LG,Summary214,1602.00991v2,2016-02-02T16:10:16Z,Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks,"Peter Ondruska, Ingmar Posner",http://arxiv.org/pdf/1602.00991v2,No journal ref found,none,cs.LG,Summary215,1604.05091v2,2016-04-18T11:15:56Z,End-to-End Tracking and Semantic Segmentation Using Recurrent Neural Networks,"Peter Ondruska, Julie Dequaire, Dominic Zeng Wang, Ingmar Posner",http://arxiv.org/pdf/1604.05091v2,No journal ref found,none,cs.LG,Summary216,1605.08104v5,2016-05-25T23:58:55Z,Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning,"William Lotter, Gabriel Kreiman, David Cox",http://arxiv.org/pdf/1605.08104v5,No journal ref found,none,cs.LG,Summary217,1609.06666v2,2016-09-21T18:32:11Z,Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks,"Martin Engelcke, Dushyant Rao, Dominic Zeng Wang, Chi Hay Tong, Ingmar Posner",http://arxiv.org/pdf/1609.06666v2,No journal ref found,none,cs.RO,Summary218,1512.05742v2,2015-12-17T19:52:39Z,A Survey of Available Corpora for Building Data-Driven Dialogue Systems,"Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, Joelle Pineau",http://arxiv.org/pdf/1512.05742v2,No journal ref found,none,cs.CL,Summary219,1604.01272v1,2016-04-05T14:32:48Z,Feature extraction using Latent Dirichlet Allocation and Neural Networks: A case study on movie synopses,Despoina Christou,http://arxiv.org/pdf/1604.01272v1,No journal ref found,none,cs.CL,Summary220,1606.02979v2,2016-06-09T14:45:39Z,Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs),"Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao",http://arxiv.org/pdf/1606.02979v2,No journal ref found,none,cs.CL,Summary221,1612.01928v1,2016-11-27T22:20:51Z,Invariant Representations for Noisy Speech Recognition,"Dmitriy Serdyuk, Kartik Audhkhasi, Philémon Brakel, Bhuvana Ramabhadran, Samuel Thomas, Yoshua Bengio",http://arxiv.org/pdf/1612.01928v1,No journal ref found,none,cs.CL,Summary222,1410.8027v3,2014-10-29T15:38:29Z,Towards a Visual Turing Challenge,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1410.8027v3,No journal ref found,none,cs.AI,Summary223,1108.3298v1,2011-08-16T18:06:29Z,A Machine Learning Perspective on Predictive Coding with PAQ,"Byron Knoll, Nando de Freitas",http://arxiv.org/pdf/1108.3298v1,No journal ref found,none,cs.LG,Summary224,1304.1014v2,2013-04-03T17:15:43Z,A Novel Frank-Wolfe Algorithm. Analysis and Applications to Large-Scale SVM Training,"Hector Allende, Emanuele Frandi, Ricardo Nanculef, Claudio Sartori",http://arxiv.org/pdf/1304.1014v2,"Information Sciences 285, 66-99, 2014",none,cs.CV,Summary225,1411.1752v1,2014-11-06T20:07:37Z,Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets,"Adarsh Prasad, Stefanie Jegelka, Dhruv Batra",http://arxiv.org/pdf/1411.1752v1,No journal ref found,none,cs.LG,Summary226,1604.07093v1,2016-04-24T23:36:36Z,Semi-supervised Vocabulary-informed Learning,"Yanwei Fu, Leonid Sigal",http://arxiv.org/pdf/1604.07093v1,No journal ref found,none,cs.CV,Summary227,1503.06410v1,2015-03-22T11:32:34Z,"What the F-measure doesnt measure: Features, Flaws, Fallacies and Fixes",David M. W. Powers,http://arxiv.org/pdf/1503.06410v1,No journal ref found,none,cs.IR,Summary228,cs/0502086v1,2005-02-22T09:51:16Z,The Self-Organization of Speech Sounds,Pierre-Yves Oudeyer,http://arxiv.org/pdf/cs/0502086v1,"Journal of Theoretical Biology 233 (2005) Issue 3, Pages 435-449",none,cs.LG,Summary229,1412.4736v4,2014-12-15T19:40:46Z,On the Inductive Bias of Dropout,"David P. Helmbold, Philip M. Long",http://arxiv.org/pdf/1412.4736v4,"Journal of Machine Learning Research, 16, 3403-3454 (2015). (See http://jmlr.org/papers/volume16/helmbold15a/helmbold15a.pdf.)",none,cs.LG,Summary230,1602.04484v4,2016-02-14T18:20:29Z,Surprising properties of dropout in deep networks,"David P. Helmbold, Philip M. Long",http://arxiv.org/pdf/1602.04484v4,No journal ref found,none,cs.LG,Summary231,1312.6120v3,2013-12-20T20:24:00Z,Exact solutions to the nonlinear dynamics of learning in deep linear neural networks,"Andrew M. Saxe, James L. McClelland, Surya Ganguli",http://arxiv.org/pdf/1312.6120v3,No journal ref found,none,cs.NE,Summary232,1409.6046v1,2014-09-21T21:53:08Z,Approximation errors of online sparsification criteria,Paul Honeine,http://arxiv.org/pdf/1409.6046v1,No journal ref found,none,stat.ML,Summary233,1407.4420v2,2014-07-16T18:46:41Z,Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images,"Fei Zhu, Paul Honeine, Maya Kallas",http://arxiv.org/pdf/1407.4420v2,No journal ref found,none,cs.CV,Summary234,1411.0161v1,2014-11-01T19:41:14Z,Entropy of Overcomplete Kernel Dictionaries,Paul Honeine,http://arxiv.org/pdf/1411.0161v1,No journal ref found,none,cs.IT,Summary235,1503.07077v1,2015-03-24T15:34:06Z,Rotation-invariant convolutional neural networks for galaxy morphology prediction,"Sander Dieleman, Kyle W. Willett, Joni Dambre",http://arxiv.org/pdf/1503.07077v1,No journal ref found,none,astro-ph.IM,Summary236,1605.08283v1,2016-05-26T13:55:07Z,Discrete Deep Feature Extraction: A Theory and New Architectures,"Thomas Wiatowski, Michael Tschannen, Aleksandar Stanić, Philipp Grohs, Helmut Bölcskei",http://arxiv.org/pdf/1605.08283v1,"Proc. of International Conference on Machine Learning (ICML), New York, USA, pp. 2149-2158, June 2016",none,cs.LG,Summary237,0812.0743v2,2008-12-03T15:46:03Z,A Novel Clustering Algorithm Based on Quantum Games,"Qiang Li, Yan He, Jing-ping Jiang",http://arxiv.org/pdf/0812.0743v2,2009 J. Phys. A: Math. Theor. 42 445303,none,cs.LG,Summary238,1410.2479v2,2014-10-09T14:15:42Z,Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments,"Andreas Schwarz, Christian Huemmer, Roland Maas, Walter Kellermann",http://arxiv.org/pdf/1410.2479v2,No journal ref found,none,cs.CL,Summary239,1508.06615v4,2015-08-26T19:25:34Z,Character-Aware Neural Language Models,"Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush",http://arxiv.org/pdf/1508.06615v4,No journal ref found,none,cs.CL,Summary240,1509.08644v1,2015-09-29T08:54:48Z,Neural-based machine translation for medical text domain. Based on European Medicines Agency leaflet texts,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.08644v1,"Procedia Computer Science, 2015, 64: 2-9",none,cs.CL,Summary241,1606.03352v1,2016-06-10T14:56:19Z,Conditional Generation and Snapshot Learning in Neural Dialogue Systems,"Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young",http://arxiv.org/pdf/1606.03352v1,No journal ref found,none,cs.CL,Summary242,1606.04052v5,2016-06-13T18:09:40Z,"Dialog state tracking, a machine reading approach using Memory Network","Julien Perez, Fei Liu",http://arxiv.org/pdf/1606.04052v5,No journal ref found,none,cs.CL,Summary243,1608.01298v1,2016-08-03T19:34:13Z,A Physical Metaphor to Study Semantic Drift,"Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos",http://arxiv.org/pdf/1608.01298v1,No journal ref found,none,cs.CL,Summary244,1609.08703v1,2016-09-27T23:10:42Z,Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification,"Franck Dernoncourt, Ji Young Lee",http://arxiv.org/pdf/1609.08703v1,No journal ref found,none,cs.CL,Summary245,1610.03934v1,2016-10-13T04:10:58Z,A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder,"Hans Krupakar, Keerthika Rajvel, Bharathi B, Angel Deborah S, Vallidevi Krishnamurthy",http://arxiv.org/pdf/1610.03934v1,"2016 International Conference on Information Communication and Embedded Systems (ICICES), Chennai, 2016, pp. 1-9",none,cs.CL,Summary246,1610.07647v2,2016-10-24T20:48:04Z,Learning to Reason With Adaptive Computation,"Mark Neumann, Pontus Stenetorp, Sebastian Riedel",http://arxiv.org/pdf/1610.07647v2,No journal ref found,none,cs.CL,Summary247,1610.09704v1,2016-10-30T20:09:46Z,Feature-Augmented Neural Networks for Patient Note De-identification,"Ji Young Lee, Franck Dernoncourt, Ozlem Uzuner, Peter Szolovits",http://arxiv.org/pdf/1610.09704v1,No journal ref found,none,cs.CL,Summary248,1503.02364v2,2015-03-09T02:54:29Z,Neural Responding Machine for Short-Text Conversation,"Lifeng Shang, Zhengdong Lu, Hang Li",http://arxiv.org/pdf/1503.02364v2,No journal ref found,none,cs.CL,Summary249,1506.03340v3,2015-06-10T14:54:39Z,Teaching Machines to Read and Comprehend,"Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom",http://arxiv.org/pdf/1506.03340v3,No journal ref found,none,cs.CL,Summary250,1508.02354v2,2015-08-10T19:04:18Z,Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning,"Jianpeng Cheng, Dimitri Kartsaklis",http://arxiv.org/pdf/1508.02354v2,No journal ref found,none,cs.CL,Summary251,1511.08277v1,2015-11-26T02:57:54Z,A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations,"Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng",http://arxiv.org/pdf/1511.08277v1,No journal ref found,none,cs.AI,Summary252,1512.00177v3,2015-12-01T08:43:19Z,LSTM Neural Reordering Feature for Statistical Machine Translation,"Yiming Cui, Shijin Wang, Jianfeng Li",http://arxiv.org/pdf/1512.00177v3,No journal ref found,none,cs.CL,Summary253,1512.08849v2,2015-12-30T05:02:53Z,Learning Natural Language Inference with LSTM,"Shuohang Wang, Jing Jiang",http://arxiv.org/pdf/1512.08849v2,No journal ref found,none,cs.CL,Summary254,1603.00423v1,2016-03-01T19:45:25Z,Quantifying the vanishing gradient and long distance dependency problem in recursive neural networks and recursive LSTMs,"Phong Le, Willem Zuidema",http://arxiv.org/pdf/1603.00423v1,No journal ref found,none,cs.AI,Summary255,1603.02776v1,2016-03-09T03:13:37Z,Implicit Discourse Relation Classification via Multi-Task Neural Networks,"Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui",http://arxiv.org/pdf/1603.02776v1,No journal ref found,none,cs.CL,Summary256,1603.09405v1,2016-03-30T22:39:59Z,Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding,"Peng Li, Heng Huang",http://arxiv.org/pdf/1603.09405v1,No journal ref found,none,cs.CL,Summary257,1605.07918v1,2016-05-25T14:59:46Z,Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling,"Byungsoo Kim, Hwanjo Yu, Gary Geunbae Lee",http://arxiv.org/pdf/1605.07918v1,No journal ref found,none,cs.CL,Summary258,1606.00979v1,2016-06-03T06:40:14Z,Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information,"Yuanzhe Zhang, Kang Liu, Shizhu He, Guoliang Ji, Zhanyi Liu, Hua Wu, Jun Zhao",http://arxiv.org/pdf/1606.00979v1,No journal ref found,none,cs.IR,Summary259,1606.01404v1,2016-06-04T18:34:51Z,Generating Natural Language Inference Chains,"Vladyslav Kolesnyk, Tim Rocktäschel, Sebastian Riedel",http://arxiv.org/pdf/1606.01404v1,No journal ref found,none,cs.CL,Summary260,1606.03002v1,2016-06-09T15:41:17Z,MuFuRU: The Multi-Function Recurrent Unit,"Dirk Weissenborn, Tim Rocktäschel",http://arxiv.org/pdf/1606.03002v1,No journal ref found,none,cs.NE,Summary261,1606.07461v1,2016-06-23T20:20:39Z,Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks,"Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, Alexander M. Rush",http://arxiv.org/pdf/1606.07461v1,No journal ref found,none,cs.CL,Summary262,1606.09274v1,2016-06-29T20:36:23Z,Compression of Neural Machine Translation Models via Pruning,"Abigail See, Minh-Thang Luong, Christopher D. Manning",http://arxiv.org/pdf/1606.09274v1,No journal ref found,none,cs.AI,Summary263,1607.06025v1,2016-07-20T16:59:21Z,Constructing a Natural Language Inference Dataset using Generative Neural Networks,"Janez Starc, Dunja Mladenić",http://arxiv.org/pdf/1607.06025v1,No journal ref found,none,cs.AI,Summary264,1607.06275v2,2016-07-21T11:40:50Z,Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering,"Peng Li, Wei Li, Zhengyan He, Xuguang Wang, Ying Cao, Jie Zhou, Wei Xu",http://arxiv.org/pdf/1607.06275v2,No journal ref found,none,cs.CL,Summary265,1607.07514v1,2016-07-26T00:58:14Z,Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder,"Soroush Vosoughi, Prashanth Vijayaraghavan, Deb Roy",http://arxiv.org/pdf/1607.07514v1,No journal ref found,none,cs.CL,Summary266,1609.08194v1,2016-09-26T21:13:49Z,Online Segment to Segment Neural Transduction,"Lei Yu, Jan Buys, Phil Blunsom",http://arxiv.org/pdf/1609.08194v1,No journal ref found,none,cs.CL,Summary267,1609.09315v1,2016-09-29T12:20:13Z,Semantic Parsing with Semi-Supervised Sequential Autoencoders,"Tomáš Kočiský, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Karl Moritz Hermann",http://arxiv.org/pdf/1609.09315v1,No journal ref found,none,cs.CL,Summary268,1610.04120v1,2016-10-13T15:11:40Z,Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding,"Lina M. Rojas Barahona, Milica Gasic, Nikola Mrkšić, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1610.04120v1,No journal ref found,none,cs.AI,Summary269,1611.02554v2,2016-11-08T15:18:44Z,The Neural Noisy Channel,"Lei Yu, Phil Blunsom, Chris Dyer, Edward Grefenstette, Tomas Kocisky",http://arxiv.org/pdf/1611.02554v2,No journal ref found,none,cs.CL,Summary270,1611.06216v1,2016-11-18T20:11:51Z,Generative Deep Neural Networks for Dialogue: A Short Review,"Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, Joelle Pineau",http://arxiv.org/pdf/1611.06216v1,No journal ref found,none,cs.CL,Summary271,1611.08307v1,2016-11-24T21:01:46Z,Learning Python Code Suggestion with a Sparse Pointer Network,"Avishkar Bhoopchand, Tim Rocktäschel, Earl Barr, Sebastian Riedel",http://arxiv.org/pdf/1611.08307v1,No journal ref found,none,cs.NE,Summary272,1612.03929v4,2016-12-12T21:19:51Z,Online Sequence-to-Sequence Active Learning for Open-Domain Dialogue Generation,"Nabiha Asghar, Pascal Poupart, Xin Jiang, Hang Li",http://arxiv.org/pdf/1612.03929v4,No journal ref found,none,cs.CL,Summary273,1701.02810v2,2017-01-10T23:32:43Z,OpenNMT: Open-Source Toolkit for Neural Machine Translation,"Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush",http://arxiv.org/pdf/1701.02810v2,No journal ref found,none,cs.CL,Summary274,1412.8419v3,2014-12-29T18:43:10Z,Simple Image Description Generator via a Linear Phrase-Based Approach,"Remi Lebret, Pedro O. Pinheiro, Ronan Collobert",http://arxiv.org/pdf/1412.8419v3,No journal ref found,none,cs.CL,Summary275,1504.06063v5,2015-04-23T07:10:13Z,Multimodal Convolutional Neural Networks for Matching Image and Sentence,"Lin Ma, Zhengdong Lu, Lifeng Shang, Hang Li",http://arxiv.org/pdf/1504.06063v5,No journal ref found,none,cs.CV,Summary276,1601.01705v4,2016-01-07T21:21:59Z,Learning to Compose Neural Networks for Question Answering,"Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein",http://arxiv.org/pdf/1601.01705v4,No journal ref found,none,cs.CL,Summary277,1602.04278v1,2016-02-13T03:30:34Z,Signer-independent Fingerspelling Recognition with Deep Neural Network Adaptation,"Taehwan Kim, Weiran Wang, Hao Tang, Karen Livescu",http://arxiv.org/pdf/1602.04278v1,No journal ref found,none,cs.CL,Summary278,1603.01417v1,2016-03-04T10:40:28Z,Dynamic Memory Networks for Visual and Textual Question Answering,"Caiming Xiong, Stephen Merity, Richard Socher",http://arxiv.org/pdf/1603.01417v1,No journal ref found,none,cs.NE,Summary279,1604.01485v1,2016-04-06T05:16:10Z,A Focused Dynamic Attention Model for Visual Question Answering,"Ilija Ilievski, Shuicheng Yan, Jiashi Feng",http://arxiv.org/pdf/1604.01485v1,No journal ref found,none,cs.CV,Summary280,1606.07287v1,2016-06-23T12:25:09Z,Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions,"Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández",http://arxiv.org/pdf/1606.07287v1,No journal ref found,none,cs.IR,Summary281,1301.3605v3,2013-01-16T07:23:19Z,Feature Learning in Deep Neural Networks - Studies on Speech Recognition Tasks,"Dong Yu, Michael L. Seltzer, Jinyu Li, Jui-Ting Huang, Frank Seide",http://arxiv.org/pdf/1301.3605v3,No journal ref found,none,cs.LG,Summary282,1304.1018v2,2013-04-03T17:20:41Z,Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks,"Dimitri Palaz, Ronan Collobert, Mathew Magimai. -Doss",http://arxiv.org/pdf/1304.1018v2,No journal ref found,none,cs.LG,Summary283,1312.2137v1,2013-12-07T19:55:02Z,End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks,"Dimitri Palaz, Ronan Collobert, Mathew Magimai. -Doss",http://arxiv.org/pdf/1312.2137v1,No journal ref found,none,cs.LG,Summary284,1408.2873v2,2014-08-12T22:40:21Z,First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs,"Awni Y. Hannun, Andrew L. Maas, Daniel Jurafsky, Andrew Y. Ng",http://arxiv.org/pdf/1408.2873v2,No journal ref found,none,cs.CL,Summary285,1409.8558v1,2014-09-30T14:20:29Z,A Deep Learning Approach to Data-driven Parameterizations for Statistical Parametric Speech Synthesis,"Prasanna Kumar Muthukumar, Alan W. Black",http://arxiv.org/pdf/1409.8558v1,No journal ref found,none,cs.CL,Summary286,1505.01504v2,2015-05-06T20:14:25Z,A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models,"Shiliang Zhang, Hui Jiang, Mingbin Xu, Junfeng Hou, Lirong Dai",http://arxiv.org/pdf/1505.01504v2,No journal ref found,none,cs.NE,Summary287,1505.05667v1,2015-05-21T10:23:10Z,A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network,"Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang",http://arxiv.org/pdf/1505.05667v1,No journal ref found,none,cs.CL,Summary288,1505.06427v1,2015-05-24T11:22:40Z,Deep Speaker Vectors for Semi Text-independent Speaker Verification,"Lantian Li, Dong Wang, Zhiyong Zhang, Thomas Fang Zheng",http://arxiv.org/pdf/1505.06427v1,No journal ref found,none,cs.CL,Summary289,1505.08075v1,2015-05-29T14:58:12Z,Transition-Based Dependency Parsing with Stack Long Short-Term Memory,"Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, Noah A. Smith",http://arxiv.org/pdf/1505.08075v1,No journal ref found,none,cs.CL,Summary290,1406.1827v4,2014-06-06T22:09:27Z,Recursive Neural Networks Can Learn Logical Semantics,"Samuel R. Bowman, Christopher Potts, Christopher D. Manning",http://arxiv.org/pdf/1406.1827v4,No journal ref found,none,cs.CL,Summary291,1410.8206v4,2014-10-30T00:20:31Z,Addressing the Rare Word Problem in Neural Machine Translation,"Minh-Thang Luong, Ilya Sutskever, Quoc V. Le, Oriol Vinyals, Wojciech Zaremba",http://arxiv.org/pdf/1410.8206v4,No journal ref found,none,cs.CL,Summary292,1411.4116v1,2014-11-15T06:32:49Z,Investigating the Role of Prior Disambiguation in Deep-learning Compositional Models of Meaning,"Jianpeng Cheng, Dimitri Kartsaklis, Edward Grefenstette",http://arxiv.org/pdf/1411.4116v1,No journal ref found,none,cs.CL,Summary293,1412.5335v7,2014-12-17T11:02:04Z,Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews,"Grégoire Mesnil, Tomas Mikolov, MarcAurelio Ranzato, Yoshua Bengio",http://arxiv.org/pdf/1412.5335v7,No journal ref found,none,cs.CL,Summary294,1412.5567v2,2014-12-17T20:39:45Z,Deep Speech: Scaling up end-to-end speech recognition,"Awni Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, Andrew Y. Ng",http://arxiv.org/pdf/1412.5567v2,No journal ref found,none,cs.CL,Summary295,1412.6650v4,2014-12-20T13:06:05Z,Incremental Adaptation Strategies for Neural Network Language Models,"Aram Ter-Sarkisov, Holger Schwenk, Loic Barrault, Fethi Bougares",http://arxiv.org/pdf/1412.6650v4,No journal ref found,none,cs.NE,Summary296,1412.7028v4,2014-12-22T15:40:31Z,Joint RNN-Based Greedy Parsing and Word Composition,"Joël Legrand, Ronan Collobert",http://arxiv.org/pdf/1412.7028v4,No journal ref found,none,cs.LG,Summary297,1412.7063v5,2014-12-22T17:19:56Z,Diverse Embedding Neural Network Language Models,"Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran",http://arxiv.org/pdf/1412.7063v5,No journal ref found,none,cs.CL,Summary298,1412.7091v3,2014-12-22T18:51:08Z,Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets,"Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier",http://arxiv.org/pdf/1412.7091v3,No journal ref found,none,cs.NE,Summary299,1412.7110v6,2014-12-22T19:46:01Z,Learning linearly separable features for speech recognition using convolutional neural networks,"Dimitri Palaz, Mathew Magimai Doss, Ronan Collobert",http://arxiv.org/pdf/1412.7110v6,No journal ref found,none,cs.LG,Summary300,1502.03682v1,2015-02-12T14:44:15Z,Applying deep learning techniques on medical corpora from the World Wide Web: a prototypical system and evaluation,"Jose Antonio Miñarro-Giménez, Oscar Marín-Alonso, Matthias Samwald",http://arxiv.org/pdf/1502.03682v1,No journal ref found,none,cs.CL,Summary301,1502.06922v3,2015-02-24T19:39:27Z,Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval,"Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward",http://arxiv.org/pdf/1502.06922v3,No journal ref found,none,cs.CL,Summary302,1503.01838v5,2015-03-06T03:04:54Z,Encoding Source Language with Convolutional Neural Network for Machine Translation,"Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li, Wenbin Jiang, Qun Liu",http://arxiv.org/pdf/1503.01838v5,No journal ref found,none,cs.CL,Summary303,1503.02108v2,2015-03-06T22:48:29Z,Maximum a Posteriori Adaptation of Network Parameters in Deep Models,"Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee",http://arxiv.org/pdf/1503.02108v2,No journal ref found,none,cs.LG,Summary304,1503.02357v2,2015-03-09T02:16:19Z,Context-Dependent Translation Selection Using Convolutional Neural Network,"Zhaopeng Tu, Baotian Hu, Zhengdong Lu, Hang Li",http://arxiv.org/pdf/1503.02357v2,No journal ref found,none,cs.CL,Summary305,1503.02427v6,2015-03-09T11:11:15Z,Syntax-based Deep Matching of Short Texts,"Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu",http://arxiv.org/pdf/1503.02427v6,No journal ref found,none,cs.CL,Summary306,1503.03244v1,2015-03-11T09:46:36Z,Convolutional Neural Network Architectures for Matching Natural Language Sentences,"Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen",http://arxiv.org/pdf/1503.03244v1,No journal ref found,none,cs.CL,Summary307,1503.04881v1,2015-03-16T23:59:02Z,Long Short-Term Memory Over Tree Structures,"Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo",http://arxiv.org/pdf/1503.04881v1,No journal ref found,none,cs.CL,Summary308,1504.01106v5,2015-04-05T10:18:32Z,Discriminative Neural Sentence Modeling by Tree-Based Convolution,"Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin",http://arxiv.org/pdf/1504.01106v5,No journal ref found,none,cs.CL,Summary309,1504.05070v2,2015-04-20T14:26:41Z,Self-Adaptive Hierarchical Sentence Model,"Han Zhao, Zhengdong Lu, Pascal Poupart",http://arxiv.org/pdf/1504.05070v2,No journal ref found,none,cs.CL,Summary310,1504.06580v2,2015-04-24T17:50:33Z,Classifying Relations by Ranking with Convolutional Neural Networks,"Cicero Nogueira dos Santos, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1504.06580v2,No journal ref found,none,cs.CL,Summary311,1504.07395v1,2015-04-28T09:43:40Z,Lexical Translation Model Using a Deep Neural Network Architecture,"Thanh-Le Ha, Jan Niehues, Alex Waibel",http://arxiv.org/pdf/1504.07395v1,"Proceedings of the 11th International Workshop on Spoken Language Translation (IWSLT 2014), page 223-229, Lake Tahoe - US, December 4th and 5th, 2014",none,cs.CL,Summary312,1506.02078v2,2015-06-05T22:33:04Z,Visualizing and Understanding Recurrent Networks,"Andrej Karpathy, Justin Johnson, Li Fei-Fei",http://arxiv.org/pdf/1506.02078v2,No journal ref found,none,cs.LG,Summary313,1506.02327v1,2015-06-07T23:52:54Z,A Multi-layered Acoustic Tokenizing Deep Neural Network (MAT-DNN) for Unsupervised Discovery of Linguistic Units and Generation of High Quality Features,"Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Yuan-ming Liou, Yen-Chen Wu, Yen-Ju Lu, Hung-yi Lee, Lin-shan Lee",http://arxiv.org/pdf/1506.02327v1,No journal ref found,none,cs.CL,Summary314,1506.02516v3,2015-06-08T14:23:30Z,Learning to Transduce with Unbounded Memory,"Edward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman, Phil Blunsom",http://arxiv.org/pdf/1506.02516v3,No journal ref found,none,cs.NE,Summary315,1506.04891v2,2015-06-16T09:41:55Z,Author Identification using Multi-headed Recurrent Neural Networks,Douglas Bagnall,http://arxiv.org/pdf/1506.04891v2,No journal ref found,none,cs.CL,Summary316,1506.06442v4,2015-06-22T02:12:54Z,A Deep Memory-based Architecture for Sequence-to-Sequence Learning,"Fandong Meng, Zhengdong Lu, Zhaopeng Tu, Hang Li, Qun Liu",http://arxiv.org/pdf/1506.06442v4,No journal ref found,none,cs.CL,Summary317,1506.07285v5,2015-06-24T08:27:02Z,Ask Me Anything: Dynamic Memory Networks for Natural Language Processing,"Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher",http://arxiv.org/pdf/1506.07285v5,No journal ref found,none,cs.CL,Summary318,1506.08349v1,2015-06-28T03:32:02Z,Improved Deep Speaker Feature Learning for Text-Dependent Speaker Recognition,"Lantian Li, Yiye Lin, Zhiyong Zhang, Dong Wang",http://arxiv.org/pdf/1506.08349v1,No journal ref found,none,cs.CL,Summary319,1507.01526v3,2015-07-06T16:30:05Z,Grid Long Short-Term Memory,"Nal Kalchbrenner, Ivo Danihelka, Alex Graves",http://arxiv.org/pdf/1507.01526v3,No journal ref found,none,cs.NE,Summary320,1507.04646v1,2015-07-16T16:43:55Z,A Dependency-Based Neural Network for Relation Classification,"Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang",http://arxiv.org/pdf/1507.04646v1,No journal ref found,none,cs.CL,Summary321,1508.00200v1,2015-08-02T06:18:10Z,PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks,"Jian Tang, Meng Qu, Qiaozhu Mei",http://arxiv.org/pdf/1508.00200v1,No journal ref found,none,cs.CL,Summary322,1508.01006v2,2015-08-05T09:03:46Z,Relation Classification via Recurrent Neural Network,"Dongxu Zhang, Dong Wang",http://arxiv.org/pdf/1508.01006v2,No journal ref found,none,cs.CL,Summary323,1508.01011v1,2015-08-05T09:22:25Z,Learning from LDA using Deep Neural Networks,"Dongxu Zhang, Tianyi Luo, Dong Wang, Rong Liu",http://arxiv.org/pdf/1508.01011v1,No journal ref found,none,cs.LG,Summary324,1508.03854v1,2015-08-16T18:27:25Z,Online Representation Learning in Recurrent Neural Language Models,Marek Rei,http://arxiv.org/pdf/1508.03854v1,No journal ref found,none,cs.CL,Summary325,1510.02693v1,2015-10-09T15:04:11Z,Feedforward Sequential Memory Neural Networks without Recurrent Feedback,"ShiLiang Zhang, Hui Jiang, Si Wei, LiRong Dai",http://arxiv.org/pdf/1510.02693v1,No journal ref found,none,cs.NE,Summary326,1510.03820v4,2015-10-13T19:00:57Z,A Sensitivity Analysis of (and Practitioners Guide to) Convolutional Neural Networks for Sentence Classification,"Ye Zhang, Byron Wallace",http://arxiv.org/pdf/1510.03820v4,No journal ref found,none,cs.CL,Summary327,1510.08985v1,2015-10-30T06:42:03Z,Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition,"Yu Zhang, Ekapol Chuangsuwanich, James Glass, Dong Yu",http://arxiv.org/pdf/1510.08985v1,No journal ref found,none,cs.CL,Summary328,1510.09202v1,2015-10-30T19:02:53Z,Generating Text with Deep Reinforcement Learning,Hongyu Guo,http://arxiv.org/pdf/1510.09202v1,No journal ref found,none,cs.CL,Summary329,1511.01042v2,2015-11-03T19:26:16Z,Detecting Interrogative Utterances with Recurrent Neural Networks,"Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla",http://arxiv.org/pdf/1511.01042v2,No journal ref found,none,cs.CL,Summary330,1511.02506v1,2015-11-08T17:08:54Z,Towards Structured Deep Neural Network for Automatic Speech Recognition,"Yi-Hsiu Liao, Hung-yi Lee, Lin-shan Lee",http://arxiv.org/pdf/1511.02506v1,No journal ref found,none,cs.CL,Summary331,1511.04868v4,2015-11-16T08:53:44Z,A Neural Transducer,"Navdeep Jaitly, David Sussillo, Quoc V. Le, Oriol Vinyals, Ilya Sutskever, Samy Bengio",http://arxiv.org/pdf/1511.04868v4,No journal ref found,none,cs.LG,Summary332,1511.06420v2,2015-11-19T22:15:46Z,Skip-Thought Memory Networks,Ethan Caballero,http://arxiv.org/pdf/1511.06420v2,No journal ref found,none,cs.NE,Summary333,1511.08308v5,2015-11-26T07:40:33Z,Named Entity Recognition with Bidirectional LSTM-CNNs,"Jason P. C. Chiu, Eric Nichols",http://arxiv.org/pdf/1511.08308v5,No journal ref found,none,cs.CL,Summary334,1512.01712v1,2015-12-05T23:41:22Z,Generating News Headlines with Recurrent Neural Networks,Konstantin Lopyrev,http://arxiv.org/pdf/1512.01712v1,No journal ref found,none,cs.CL,Summary335,1512.03549v1,2015-12-11T08:44:45Z,Words are not Equal: Graded Weighting Model for building Composite Document Vectors,"Pranjal Singh, Amitabha Mukerjee",http://arxiv.org/pdf/1512.03549v1,No journal ref found,none,cs.CL,Summary336,1512.04280v3,2015-12-14T12:29:32Z,Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition,"Liang Lu, Steve Renals",http://arxiv.org/pdf/1512.04280v3,No journal ref found,none,cs.CL,Summary337,1512.06612v2,2015-12-21T13:07:31Z,Backward and Forward Language Modeling for Constrained Sentence Generation,"Lili Mou, Rui Yan, Ge Li, Lu Zhang, Zhi Jin",http://arxiv.org/pdf/1512.06612v2,No journal ref found,none,cs.CL,Summary338,1512.08903v1,2015-12-30T10:32:12Z,Online Keyword Spotting with a Character-Level Recurrent Neural Network,"Kyuyeon Hwang, Minjae Lee, Wonyong Sung",http://arxiv.org/pdf/1512.08903v1,No journal ref found,none,cs.CL,Summary339,1601.06581v2,2016-01-25T12:51:46Z,Character-Level Incremental Speech Recognition with Recurrent Neural Networks,"Kyuyeon Hwang, Wonyong Sung",http://arxiv.org/pdf/1601.06581v2,No journal ref found,none,cs.CL,Summary340,1602.07393v1,2016-02-24T04:32:34Z,Domain Specific Author Attribution Based on Feedforward Neural Network Language Models,"Zhenhao Ge, Yufang Sun",http://arxiv.org/pdf/1602.07393v1,No journal ref found,none,cs.CL,Summary341,1603.00223v2,2016-03-01T10:43:43Z,Segmental Recurrent Neural Networks for End-to-end Speech Recognition,"Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith, Steve Renals",http://arxiv.org/pdf/1603.00223v2,No journal ref found,none,cs.CL,Summary342,1603.06042v2,2016-03-19T03:56:03Z,Globally Normalized Transition-Based Neural Networks,"Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins",http://arxiv.org/pdf/1603.06042v2,No journal ref found,none,cs.CL,Summary343,1603.06111v2,2016-03-19T16:38:31Z,How Transferable are Neural Networks in NLP Applications?,"Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin",http://arxiv.org/pdf/1603.06111v2,No journal ref found,none,cs.CL,Summary344,1603.07044v1,2016-03-23T01:52:54Z,Recurrent Neural Network Encoder with Attention for Community Question Answering,"Wei-Ning Hsu, Yu Zhang, James Glass",http://arxiv.org/pdf/1603.07044v1,No journal ref found,none,cs.CL,Summary345,1603.07646v1,2016-03-24T16:39:37Z,Recursive Neural Language Architecture for Tag Prediction,Saurabh Kataria,http://arxiv.org/pdf/1603.07646v1,No journal ref found,none,cs.IR,Summary346,1603.08042v2,2016-03-25T21:43:28Z,On the Compression of Recurrent Neural Networks with an Application to LVCSR acoustic modeling for Embedded Speech Recognition,"Rohit Prabhavalkar, Ouais Alsharif, Antoine Bruguier, Ian McGraw",http://arxiv.org/pdf/1603.08042v2,No journal ref found,none,cs.CL,Summary347,1603.08148v3,2016-03-26T22:31:57Z,Pointing the Unknown Words,"Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio",http://arxiv.org/pdf/1603.08148v3,No journal ref found,none,cs.CL,Summary348,1603.09381v1,2016-03-30T20:57:07Z,Clinical Information Extraction via Convolutional Neural Network,"Peng Li, Heng Huang",http://arxiv.org/pdf/1603.09381v1,No journal ref found,none,cs.LG,Summary349,1603.09509v2,2016-03-31T09:54:44Z,Learning Multiscale Features Directly From Waveforms,"Zhenyao Zhu, Jesse H. Engel, Awni Hannun",http://arxiv.org/pdf/1603.09509v2,No journal ref found,none,cs.CL,Summary350,1604.00317v1,2016-04-01T16:26:57Z,A Semisupervised Approach for Language Identification based on Ladder Networks,"Ehud Ben-Reuven, Jacob Goldberger",http://arxiv.org/pdf/1604.00317v1,No journal ref found,none,cs.CL,Summary351,1604.01792v2,2016-04-06T20:07:52Z,Advances in Very Deep Convolutional Neural Networks for LVCSR,"Tom Sercu, Vaibhava Goel",http://arxiv.org/pdf/1604.01792v2,No journal ref found,none,cs.CL,Summary352,1604.02594v1,2016-04-09T19:09:22Z,Learning Compact Recurrent Neural Networks,"Zhiyun Lu, Vikas Sindhwani, Tara N. Sainath",http://arxiv.org/pdf/1604.02594v1,No journal ref found,none,cs.LG,Summary353,1604.06529v2,2016-04-22T03:20:24Z,Dependency Parsing with LSTMs: An Empirical Evaluation,"Adhiguna Kuncoro, Yuichiro Sawai, Kevin Duh, Yuji Matsumoto",http://arxiv.org/pdf/1604.06529v2,No journal ref found,none,cs.CL,Summary354,1605.04655v2,2016-05-16T05:50:54Z,Joint Learning of Sentence Embeddings for Relevance and Entailment,"Petr Baudis, Silvestr Stanko, Jan Sedivy",http://arxiv.org/pdf/1605.04655v2,No journal ref found,none,cs.CL,Summary355,1605.08535v1,2016-05-27T08:27:18Z,Deep API Learning,"Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim",http://arxiv.org/pdf/1605.08535v1,No journal ref found,none,cs.SE,Summary356,1605.09186v4,2016-05-30T11:47:00Z,Does Multimodality Help Human and Machine for Translation and Image Captioning?,"Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer",http://arxiv.org/pdf/1605.09186v4,No journal ref found,none,cs.CL,Summary357,1606.01305v3,2016-06-03T23:31:47Z,Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations,"David Krueger, Tegan Maharaj, János Kramár, Mohammad Pezeshki, Nicolas Ballas, Nan Rosemary Ke, Anirudh Goyal, Yoshua Bengio, Aaron Courville, Chris Pal",http://arxiv.org/pdf/1606.01305v3,No journal ref found,none,cs.NE,Summary358,1606.01781v2,2016-06-06T15:14:50Z,Very Deep Convolutional Networks for Text Classification,"Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann Lecun",http://arxiv.org/pdf/1606.01781v2,No journal ref found,none,cs.CL,Summary359,1606.02555v1,2016-06-08T13:47:18Z,Improving Recurrent Neural Networks For Sequence Labelling,"Marco Dinarelli, Isabelle Tellier",http://arxiv.org/pdf/1606.02555v1,No journal ref found,none,cs.CL,Summary360,1606.03144v1,2016-06-09T23:42:45Z,Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays,"Marek Rei, Ronan Cummins",http://arxiv.org/pdf/1606.03144v1,No journal ref found,none,cs.CL,Summary361,1606.03207v2,2016-06-10T06:44:21Z,Deep CNNs along the Time Axis with Intermap Pooling for Robustness to Spectral Variations,"Hwaran Lee, Geonmin Kim, Ho-Gyeong Kim, Sang-Hoon Oh, Soo-Young Lee",http://arxiv.org/pdf/1606.03207v2,No journal ref found,none,cs.CL,Summary362,1606.04289v2,2016-06-14T10:17:27Z,Automatic Text Scoring Using Neural Networks,"Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei",http://arxiv.org/pdf/1606.04289v2,No journal ref found,none,cs.CL,Summary363,1606.05464v2,2016-06-17T09:39:47Z,Stance Detection with Bidirectional Conditional Encoding,"Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva",http://arxiv.org/pdf/1606.05464v2,EMNLP 2016,none,cs.CL,Summary364,1606.05554v1,2016-06-17T15:15:18Z,SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder,"Noura Al Moubayed, Toby Breckon, Peter Matthews, A. Stephen McGough",http://arxiv.org/pdf/1606.05554v1,No journal ref found,none,cs.CL,Summary365,1606.06871v1,2016-06-22T10:00:14Z,A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition,"Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney",http://arxiv.org/pdf/1606.06871v1,No journal ref found,none,cs.NE,Summary366,1606.07947v4,2016-06-25T18:16:39Z,Sequence-Level Knowledge Distillation,"Yoon Kim, Alexander M. Rush",http://arxiv.org/pdf/1606.07947v4,No journal ref found,none,cs.CL,Summary367,1606.07953v2,2016-06-25T19:46:28Z,Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records,"Abhyuday Jagannatha, Hong Yu",http://arxiv.org/pdf/1606.07953v2,No journal ref found,none,cs.CL,Summary368,1607.01963v4,2016-07-07T11:24:51Z,Sequence Training and Adaptation of Highway Deep Neural Networks,Liang Lu,http://arxiv.org/pdf/1607.01963v4,No journal ref found,none,cs.CL,Summary369,1607.03474v4,2016-07-12T19:36:50Z,Recurrent Highway Networks,"Julian Georg Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber",http://arxiv.org/pdf/1607.03474v4,No journal ref found,none,cs.LG,Summary370,1608.00466v2,2016-08-01T15:14:08Z,Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification,"Madhusudan Lakshmana, Sundararajan Sellamanickam, Shirish Shevade, Keerthi Selvaraj",http://arxiv.org/pdf/1608.00466v2,No journal ref found,none,cs.CL,Summary371,1608.00895v2,2016-08-02T16:43:27Z,RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks,"Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilya Kulikov, Ralf Schlüter, Hermann Ney",http://arxiv.org/pdf/1608.00895v2,No journal ref found,none,cs.LG,Summary372,1608.02996v1,2016-08-09T22:24:16Z,Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders,Antonio Valerio Miceli Barone,http://arxiv.org/pdf/1608.02996v1,No journal ref found,none,cs.CL,Summary373,1609.03777v2,2016-09-13T11:41:48Z,Character-Level Language Modeling with Hierarchical Recurrent Neural Networks,"Kyuyeon Hwang, Wonyong Sung",http://arxiv.org/pdf/1609.03777v2,No journal ref found,none,cs.LG,Summary374,1609.08337v1,2016-09-27T09:56:09Z,Multi-task Recurrent Model for True Multilingual Speech Recognition,"Zhiyuan Tang, Lantian Li, Dong Wang",http://arxiv.org/pdf/1609.08337v1,No journal ref found,none,cs.CL,Summary375,1609.08789v3,2016-09-28T06:26:16Z,Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition,"Zhiyuan Tang, Ying Shi, Dong Wang, Yang Feng, Shiyue Zhang",http://arxiv.org/pdf/1609.08789v3,No journal ref found,none,cs.LG,Summary376,1610.00369v2,2016-10-02T23:45:23Z,Sentiment Analysis on Bangla and Romanized Bangla Text (BRBT) using Deep Recurrent models,"A. Hassan, M. R. Amin, N. Mohammed, A. K. A. Azad",http://arxiv.org/pdf/1610.00369v2,No journal ref found,none,cs.CL,Summary377,1610.09975v1,2016-10-31T15:36:42Z,Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition,"Hagen Soltau, Hank Liao, Hasim Sak",http://arxiv.org/pdf/1610.09975v1,No journal ref found,none,cs.CL,Summary378,1611.02683v1,2016-11-08T20:42:26Z,Unsupervised Pretraining for Sequence to Sequence Learning,"Prajit Ramachandran, Peter J. Liu, Quoc V. Le",http://arxiv.org/pdf/1611.02683v1,No journal ref found,none,cs.CL,Summary379,1611.04361v1,2016-11-14T12:36:07Z,Attending to Characters in Neural Sequence Labeling Models,"Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo",http://arxiv.org/pdf/1611.04361v1,No journal ref found,none,cs.CL,Summary380,1611.06204v1,2016-11-18T19:38:59Z,Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks,"Volkan Cirik, Eduard Hovy, Louis-Philippe Morency",http://arxiv.org/pdf/1611.06204v1,No journal ref found,none,cs.CL,Summary381,1611.09288v2,2016-11-28T19:09:58Z,Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition,"Tom Sercu, Vaibhava Goel",http://arxiv.org/pdf/1611.09288v2,No journal ref found,none,cs.CL,Summary382,1612.02482v2,2016-12-07T23:20:53Z,Improving the Performance of Neural Machine Translation Involving Morphologically Rich Languages,"Krupakar Hans, R S Milton",http://arxiv.org/pdf/1612.02482v2,No journal ref found,none,cs.CL,Summary383,1612.06212v1,2016-12-19T14:59:14Z,A recurrent neural network without chaos,"Thomas Laurent, James von Brecht",http://arxiv.org/pdf/1612.06212v1,No journal ref found,none,cs.NE,Summary384,1701.04313v1,2017-01-13T15:05:39Z,End-to-End ASR-free Keyword Search from Speech,"Kartik Audhkhasi, Andrew Rosenberg, Abhinav Sethy, Bhuvana Ramabhadran, Brian Kingsbury",http://arxiv.org/pdf/1701.04313v1,No journal ref found,none,cs.CL,Summary385,1702.00887v3,2017-02-03T01:40:45Z,Structured Attention Networks,"Yoon Kim, Carl Denton, Luong Hoang, Alexander M. Rush",http://arxiv.org/pdf/1702.00887v3,No journal ref found,none,cs.CL,Summary386,1702.04770v1,2017-02-15T20:56:30Z,Training Language Models Using Target-Propagation,"Sam Wiseman, Sumit Chopra, MarcAurelio Ranzato, Arthur Szlam, Ruoyu Sun, Soumith Chintala, Nicolas Vasilache",http://arxiv.org/pdf/1702.04770v1,No journal ref found,none,cs.CL,Summary387,1702.07825v1,2017-02-25T03:11:04Z,Deep Voice: Real-time Neural Text-to-Speech,"Sercan O. Arik, Mike Chrzanowski, Adam Coates, Gregory Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Jonathan Raiman, Shubho Sengupta, Mohammad Shoeybi",http://arxiv.org/pdf/1702.07825v1,No journal ref found,none,cs.CL,Summary388,1702.08139v1,2017-02-27T04:16:01Z,Improved Variational Autoencoders for Text Modeling using Dilated Convolutions,"Zichao Yang, Zhiting Hu, Ruslan Salakhutdinov, Taylor Berg-Kirkpatrick",http://arxiv.org/pdf/1702.08139v1,No journal ref found,none,cs.NE,Summary389,1703.00096v1,2017-03-01T00:59:17Z,Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling,"Hairong Liu, Zhenyao Zhu, Xiangang Li, Sanjeev Satheesh",http://arxiv.org/pdf/1703.00096v1,No journal ref found,none,cs.CL,Summary390,1210.8442v3,2012-10-31T19:14:41Z,Linear-Nonlinear-Poisson Neuron Networks Perform Bayesian Inference On Boltzmann Machines,Louis Yuanlong Shao,http://arxiv.org/pdf/1210.8442v3,No journal ref found,none,cs.AI,Summary391,1308.1603v2,2013-08-07T15:29:09Z,"A Note on Topology Preservation in Classification, and the Construction of a Universal Neuron Grid",Dietmar Volz,http://arxiv.org/pdf/1308.1603v2,No journal ref found,none,cs.NE,Summary392,1603.05594v1,2016-03-17T17:58:48Z,"Mapping Temporal Variables into the NeuCube for Improved Pattern Recognition, Predictive Modelling and Understanding of Stream Data","Enmei Tu, Nikola Kasabov, Jie Yang",http://arxiv.org/pdf/1603.05594v1,No journal ref found,none,cs.NE,Summary393,1607.07249v3,2016-07-25T12:47:38Z,An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs: Finding Patterns for Human Associations in DBpedia,"Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel",http://arxiv.org/pdf/1607.07249v3,No journal ref found,none,cs.AI,Summary394,1608.04374v2,2016-08-15T19:38:35Z,A Geometric Framework for Convolutional Neural Networks,"Anthony L. Caterini, Dong Eui Chang",http://arxiv.org/pdf/1608.04374v2,No journal ref found,none,stat.ML,Summary395,1610.01549v2,2016-10-05T18:06:44Z,A Novel Representation of Neural Networks,"Anthony Caterini, Dong Eui Chang",http://arxiv.org/pdf/1610.01549v2,No journal ref found,none,stat.ML,Summary396,1701.05004v1,2017-01-18T10:51:58Z,Converting Cascade-Correlation Neural Nets into Probabilistic Generative Models,"Ardavan Salehi Nobandegani, Thomas R. Shultz",http://arxiv.org/pdf/1701.05004v1,No journal ref found,none,q-bio.NC,Summary397,1701.05130v1,2017-01-18T16:17:35Z,On the Performance of Network Parallel Training in Artificial Neural Networks,"Ludvig Ericson, Rendani Mbuvha",http://arxiv.org/pdf/1701.05130v1,No journal ref found,none,cs.AI,Summary398,1004.0085v1,2010-04-01T08:51:32Z,A stochastic model of human visual attention with a dynamic Bayesian network,"Akisato kimura, Derek Pang, Tatsuto Takeuchi, Kouji Miyazato, Junji Yamato, Kunio Kashino",http://arxiv.org/pdf/1004.0085v1,No journal ref found,none,cs.CV,Summary399,1407.0733v2,2014-07-02T22:07:06Z,Cortical spatio-temporal dimensionality reduction for visual grouping,"Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti",http://arxiv.org/pdf/1407.0733v2,No journal ref found,none,cs.CV,Summary400,1411.5731v1,2014-11-21T00:39:43Z,Visual Sentiment Prediction with Deep Convolutional Neural Networks,"Can Xu, Suleyman Cetintas, Kuang-Chih Lee, Li-Jia Li",http://arxiv.org/pdf/1411.5731v1,No journal ref found,none,cs.CV,Summary401,1602.01729v1,2016-02-04T16:21:09Z,Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing,"Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng",http://arxiv.org/pdf/1602.01729v1,No journal ref found,none,stat.ML,Summary402,1606.07285v2,2016-06-23T12:24:45Z,Identifying individual facial expressions by deconstructing a neural network,"Farhad Arbabzadah, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1606.07285v2,No journal ref found,none,cs.CV,Summary403,1606.09187v2,2016-06-29T17:08:58Z,Zero Shot Learning for Semantic Boundary Detection - How Far Can We Get?,"Jing Yu Koh, Wojciech Samek, Klaus-Robert Müller, Alexander Binder",http://arxiv.org/pdf/1606.09187v2,No journal ref found,none,cs.CV,Summary404,1612.09506v1,2016-12-30T15:18:39Z,Adult Content Recognition from Images Using a Mixture of Convolutional Neural Networks,"Mundher Al-Shabi, Tee Connie, Andrew Beng Jin Teoh",http://arxiv.org/pdf/1612.09506v1,No journal ref found,none,stat.ML,Summary405,0705.0199v2,2007-05-02T04:04:51Z,The Parameter-Less Self-Organizing Map algorithm,"Erik Berglund, Joaquin Sitte",http://arxiv.org/pdf/0705.0199v2,"IEEE Transactions on Neural Networks, 2006 v.17, n.2, pp.305-316",none,cs.NE,Summary406,0712.0932v1,2007-12-06T14:11:07Z,Dimensionality Reduction and Reconstruction using Mirroring Neural Networks and Object Recognition based on Reduced Dimension Characteristic Vector,"Dasika Ratna Deepthi, Sujeet Kuchibhotla, K. Eswaran",http://arxiv.org/pdf/0712.0932v1,"IEEE International Conference On Advances in Computer Vision and Information Tech. (IEEE, ACVIT-07), pp. 348 - 353 (2007)",none,cs.CV,Summary407,1406.3793v1,2014-06-15T03:05:07Z,Neural tuning size is a key factor underlying holistic face processing,"Cheston Tan, Tomaso Poggio",http://arxiv.org/pdf/1406.3793v1,No journal ref found,none,cs.AI,Summary408,1412.6464v1,2014-12-19T18:00:11Z,Simplified firefly algorithm for 2D image key-points search,"Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszałek, Dawid Połap, Marcin Woźniak",http://arxiv.org/pdf/1412.6464v1,"IEEE Symposium on Computational Intelligence for Human-like Intelligence, pp. 118-125, 2014",none,cs.NE,Summary409,1506.08425v1,2015-06-28T16:58:47Z,Deep-Plant: Plant Identification with convolutional neural networks,"Sue Han Lee, Chee Seng Chan, Paul Wilkin, Paolo Remagnino",http://arxiv.org/pdf/1506.08425v1,No journal ref found,none,cs.CV,Summary410,1511.06586v1,2015-11-20T13:19:44Z,Crowd Behavior Analysis: A Review where Physics meets Biology,"Ven Jyn Kok, Mei Kuan Lim, Chee Seng Chan",http://arxiv.org/pdf/1511.06586v1,No journal ref found,none,cs.CV,Summary411,1605.08412v1,2016-05-26T19:19:43Z,CITlab ARGUS for historical handwritten documents,"Gundram Leifert, Tobias Strauß, Tobias Grüning, Roger Labahn",http://arxiv.org/pdf/1605.08412v1,No journal ref found,none,cs.CV,Summary412,1608.02164v1,2016-08-06T23:49:48Z,Adapting Deep Network Features to Capture Psychological Representations,"Joshua C. Peterson, Joshua T. Abbott, Thomas L. Griffiths",http://arxiv.org/pdf/1608.02164v1,No journal ref found,none,cs.CV,Summary413,1610.09609v1,2016-10-30T07:02:57Z,Generalized Haar Filter based Deep Networks for Real-Time Object Detection in Traffic Scene,"Keyu Lu, Jian Li, Xiangjing An, Hangen He",http://arxiv.org/pdf/1610.09609v1,No journal ref found,none,cs.CV,Summary414,1701.01272v1,2017-01-05T10:38:07Z,Autoencoder Regularized Network For Driving Style Representation Learning,"Weishan Dong, Ting Yuan, Kai Yang, Changsheng Li, Shilei Zhang",http://arxiv.org/pdf/1701.01272v1,No journal ref found,none,cs.CV,Summary415,1702.03044v1,2017-02-10T02:30:22Z,Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights,"Aojun Zhou, Anbang Yao, Yiwen Guo, Lin Xu, Yurong Chen",http://arxiv.org/pdf/1702.03044v1,No journal ref found,none,cs.CV,Summary416,1004.3708v1,2010-04-21T13:50:55Z,Parcellation of fMRI Datasets with ICA and PLS-A Data Driven Approach,"Yongnan Ji, Pierre-Yves Herve, Uwe Aickelin, Alain Pitiot",http://arxiv.org/pdf/1004.3708v1,"Proceedings of the 12th International Conference of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I, Lecture Notes in Computer Science 5761, London, UK, 2009",none,cs.CV,Summary417,1110.6483v2,2011-10-28T23:25:59Z,Iris Codes Classification Using Discriminant and Witness Directions,"N. Popescu-Bodorin, V. E. Balas, I. M. Motoc",http://arxiv.org/pdf/1110.6483v2,"Proc. 5th IEEE Int. Symp. on Computational Intelligence and Intelligent Informatics, pp. 143-148, 2011",none,cs.NE,Summary418,1205.3336v1,2012-05-15T11:51:02Z,Distribution of the search of evolutionary product unit neural networks for classification,"A. J. Tallón-Ballesteros, P. A. Gutiérrez-Peña, C. Hervás-Martínez",http://arxiv.org/pdf/1205.3336v1,No journal ref found,none,cs.NE,Summary419,0910.3348v1,2009-10-18T03:31:33Z,Algorithms for Image Analysis and Combination of Pattern Classifiers with Application to Medical Diagnosis,Harris Georgiou,http://arxiv.org/pdf/0910.3348v1,No journal ref found,none,cs.CV,Summary420,1412.1897v4,2014-12-05T05:29:43Z,Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images,"Anh Nguyen, Jason Yosinski, Jeff Clune",http://arxiv.org/pdf/1412.1897v4,No journal ref found,none,cs.CV,Summary421,1506.01072v2,2015-06-02T21:35:51Z,Homogeneous Spiking Neuromorphic System for Real-World Pattern Recognition,"Xinyu Wu, Vishal Saxena, Kehan Zhu",http://arxiv.org/pdf/1506.01072v2,"IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol 5, no. 2, June 2015",none,cs.NE,Summary422,1512.05986v1,2015-12-18T15:16:31Z,Can Pretrained Neural Networks Detect Anatomy?,"Vlado Menkovski, Zharko Aleksovski, Axel Saalbach, Hannes Nickisch",http://arxiv.org/pdf/1512.05986v1,No journal ref found,none,cs.CV,Summary423,1610.01925v1,2016-10-06T16:11:06Z,Metaheuristic Algorithms for Convolution Neural Network,"L. M. Rasdi Rere, Mohamad Ivan Fanany, Aniati Murni Arymurthy",http://arxiv.org/pdf/1610.01925v1,"Computational Intelligence and Neuroscience Volume 2016 (2016), Article ID 1537325, 13 pages",none,cs.CV,Summary424,1610.04325v3,2016-10-14T04:29:52Z,Hadamard Product for Low-rank Bilinear Pooling,"Jin-Hwa Kim, Kyoung-Woon On, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang",http://arxiv.org/pdf/1610.04325v3,No journal ref found,none,cs.CV,Summary425,1611.03130v1,2016-11-09T23:13:18Z,Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks,"Lukas Cavigelli, Dominic Bernath, Michele Magno, Luca Benini",http://arxiv.org/pdf/1611.03130v1,No journal ref found,none,cs.CV,Summary426,1612.01939v1,2016-12-06T18:31:57Z,Correlation Alignment for Unsupervised Domain Adaptation,"Baochen Sun, Jiashi Feng, Kate Saenko",http://arxiv.org/pdf/1612.01939v1,No journal ref found,none,cs.CV,Summary427,1703.01041v1,2017-03-03T05:41:30Z,Large-Scale Evolution of Image Classifiers,"Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Quoc Le, Alex Kurakin",http://arxiv.org/pdf/1703.01041v1,No journal ref found,none,cs.NE,Summary428,0809.0490v2,2008-09-02T18:04:53Z,Principal Graphs and Manifolds,"A. N. Gorban, A. Y. Zinovyev",http://arxiv.org/pdf/0809.0490v2,"Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods and Techniques, Ch. 2, Information Science Reference, 2009. 28-59",none,cs.LG,Summary429,1212.1524v2,2012-12-07T03:14:50Z,Layer-wise learning of deep generative models,"Ludovic Arnold, Yann Ollivier",http://arxiv.org/pdf/1212.1524v2,No journal ref found,none,cs.NE,Summary430,1212.5921v1,2012-12-24T14:45:25Z,Distributed optimization of deeply nested systems,"Miguel Á. Carreira-Perpiñán, Weiran Wang",http://arxiv.org/pdf/1212.5921v1,No journal ref found,none,cs.LG,Summary431,1302.3931v7,2013-02-16T05:49:15Z,Understanding Boltzmann Machine and Deep Learning via A Confident Information First Principle,"Xiaozhao Zhao, Yuexian Hou, Qian Yu, Dawei Song, Wenjie Li",http://arxiv.org/pdf/1302.3931v7,No journal ref found,none,cs.NE,Summary432,1302.4141v1,2013-02-18T00:28:31Z,Canonical dual solutions to nonconvex radial basis neural network optimization problem,"Vittorio Latorre, David Yang Gao",http://arxiv.org/pdf/1302.4141v1,No journal ref found,none,cs.NE,Summary433,1211.3711v1,2012-11-14T19:25:21Z,Sequence Transduction with Recurrent Neural Networks,Alex Graves,http://arxiv.org/pdf/1211.3711v1,No journal ref found,none,cs.NE,Summary434,1301.3533v2,2013-01-16T00:12:21Z,Sparse Penalty in Deep Belief Networks: Using the Mixed Norm Constraint,"Xanadu Halkias, Sebastien Paris, Herve Glotin",http://arxiv.org/pdf/1301.3533v2,No journal ref found,none,cs.NE,Summary435,1301.3545v2,2013-01-16T01:40:20Z,Metric-Free Natural Gradient for Joint-Training of Boltzmann Machines,"Guillaume Desjardins, Razvan Pascanu, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1301.3545v2,No journal ref found,none,cs.LG,Summary436,1301.3557v1,2013-01-16T02:12:07Z,Stochastic Pooling for Regularization of Deep Convolutional Neural Networks,"Matthew D. Zeiler, Rob Fergus",http://arxiv.org/pdf/1301.3557v1,No journal ref found,none,cs.LG,Summary437,1301.3641v3,2013-01-16T10:10:23Z,Training Neural Networks with Stochastic Hessian-Free Optimization,Ryan Kiros,http://arxiv.org/pdf/1301.3641v3,No journal ref found,none,cs.LG,Summary438,1301.3833v1,2013-01-16T15:48:42Z,Reversible Jump MCMC Simulated Annealing for Neural Networks,"Christophe Andrieu, Nando de Freitas, Arnaud Doucet",http://arxiv.org/pdf/1301.3833v1,No journal ref found,none,cs.LG,Summary439,1311.0701v7,2013-11-04T13:56:23Z,On Fast Dropout and its Applicability to Recurrent Networks,"Justin Bayer, Christian Osendorfer, Daniela Korhammer, Nutan Chen, Sebastian Urban, Patrick van der Smagt",http://arxiv.org/pdf/1311.0701v7,No journal ref found,none,stat.ML,Summary440,1311.1780v7,2013-11-07T18:30:37Z,Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks,"Caglar Gulcehre, Kyunghyun Cho, Razvan Pascanu, Yoshua Bengio",http://arxiv.org/pdf/1311.1780v7,No journal ref found,none,cs.NE,Summary441,1312.5394v1,2013-12-19T02:38:40Z,Missing Value Imputation With Unsupervised Backpropagation,"Michael S. Gashler, Michael R. Smith, Richard Morris, Tony Martinez",http://arxiv.org/pdf/1312.5394v1,No journal ref found,none,cs.NE,Summary442,1312.5847v3,2013-12-20T08:30:55Z,Deep learning for neuroimaging: a validation study,"Sergey M. Plis, Devon R. Hjelm, Ruslan Salakhutdinov, Vince D. Calhoun",http://arxiv.org/pdf/1312.5847v3,No journal ref found,none,cs.NE,Summary443,1312.6002v3,2013-12-20T16:13:54Z,Stochastic Gradient Estimate Variance in Contrastive Divergence and Persistent Contrastive Divergence,"Mathias Berglund, Tapani Raiko",http://arxiv.org/pdf/1312.6002v3,No journal ref found,none,cs.NE,Summary444,1312.6026v5,2013-12-20T16:39:39Z,How to Construct Deep Recurrent Neural Networks,"Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1312.6026v5,No journal ref found,none,cs.NE,Summary445,1312.6115v5,2013-12-20T20:59:11Z,Neuronal Synchrony in Complex-Valued Deep Networks,"David P. Reichert, Thomas Serre",http://arxiv.org/pdf/1312.6115v5,No journal ref found,none,stat.ML,Summary446,1312.6116v2,2013-12-20T20:59:15Z,Improving Deep Neural Networks with Probabilistic Maxout Units,"Jost Tobias Springenberg, Martin Riedmiller",http://arxiv.org/pdf/1312.6116v2,No journal ref found,none,stat.ML,Summary447,1312.6197v2,2013-12-21T03:19:33Z,An empirical analysis of dropout in piecewise linear networks,"David Warde-Farley, Ian J. Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1312.6197v2,No journal ref found,none,stat.ML,Summary448,1312.6211v3,2013-12-21T06:31:41Z,An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks,"Ian J. Goodfellow, Mehdi Mirza, Da Xiao, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1312.6211v3,No journal ref found,none,stat.ML,Summary449,1401.5900v1,2014-01-23T09:21:15Z,Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics,"Nan Wang, Jan Melchior, Laurenz Wiskott",http://arxiv.org/pdf/1401.5900v1,PLoS ONE 12(2): e0171015 (2017),none,cs.NE,Summary450,1405.1380v4,2014-05-06T17:41:33Z,Is Joint Training Better for Deep Auto-Encoders?,"Yingbo Zhou, Devansh Arpit, Ifeoma Nwogu, Venu Govindaraju",http://arxiv.org/pdf/1405.1380v4,No journal ref found,none,stat.ML,Summary451,1405.1436v1,2014-05-06T20:02:46Z,Training Restricted Boltzmann Machine by Perturbation,"Siamak Ravanbakhsh, Russell Greiner, Brendan Frey",http://arxiv.org/pdf/1405.1436v1,No journal ref found,none,cs.NE,Summary452,1408.0848v7,2014-08-05T02:13:50Z,Multilayer bootstrap networks,Xiao-Lei Zhang,http://arxiv.org/pdf/1408.0848v7,No journal ref found,none,cs.LG,Summary453,1409.2574v4,2014-09-09T02:31:11Z,Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures,"John R. Hershey, Jonathan Le Roux, Felix Weninger",http://arxiv.org/pdf/1409.2574v4,No journal ref found,none,cs.LG,Summary454,1409.5185v2,2014-09-18T04:08:25Z,Deeply-Supervised Nets,"Chen-Yu Lee, Saining Xie, Patrick Gallagher, Zhengyou Zhang, Zhuowen Tu",http://arxiv.org/pdf/1409.5185v2,No journal ref found,none,stat.ML,Summary455,1409.7495v2,2014-09-26T08:22:21Z,Unsupervised Domain Adaptation by Backpropagation,"Yaroslav Ganin, Victor Lempitsky",http://arxiv.org/pdf/1409.7495v2,No journal ref found,none,stat.ML,Summary456,1501.07227v5,2015-01-28T18:42:42Z,A Neural Network Anomaly Detector Using the Random Cluster Model,Robert A. Murphy,http://arxiv.org/pdf/1501.07227v5,No journal ref found,none,cs.LG,Summary457,1505.02462v3,2015-05-11T00:54:43Z,Soft-Deep Boltzmann Machines,Taichi Kiwaki,http://arxiv.org/pdf/1505.02462v3,No journal ref found,none,cs.NE,Summary458,1505.07818v4,2015-05-28T19:34:53Z,Domain-Adversarial Training of Neural Networks,"Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, Mario Marchand, Victor Lempitsky",http://arxiv.org/pdf/1505.07818v4,"Journal of Machine Learning Research 2016, vol. 17, p. 1-35",none,stat.ML,Summary459,1210.5474v1,2012-10-19T17:16:48Z,Disentangling Factors of Variation via Generative Entangling,"Guillaume Desjardins, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1210.5474v1,No journal ref found,none,stat.ML,Summary460,1210.6511v1,2012-10-24T12:37:53Z,Neural Networks for Complex Data,"Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix",http://arxiv.org/pdf/1210.6511v1,"K\""unstliche Intelligenz 26, 4 (2012) 373-380",none,cs.NE,Summary461,1305.3794v2,2013-05-16T13:25:20Z,Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming,"Gabriel Kronberger, Michael Kommenda",http://arxiv.org/pdf/1305.3794v2,No journal ref found,none,cs.NE,Summary462,1306.0543v2,2013-06-03T19:16:26Z,Predicting Parameters in Deep Learning,"Misha Denil, Babak Shakibi, Laurent Dinh, MarcAurelio Ranzato, Nando de Freitas",http://arxiv.org/pdf/1306.0543v2,No journal ref found,none,cs.LG,Summary463,1306.2801v4,2013-06-12T12:38:40Z,Understanding Dropout: Training Multi-Layer Perceptrons with Auxiliary Independent Stochastic Neurons,Kyunghyun Cho,http://arxiv.org/pdf/1306.2801v4,No journal ref found,none,cs.NE,Summary464,1402.1869v2,2014-02-08T17:16:27Z,On the Number of Linear Regions of Deep Neural Networks,"Guido Montúfar, Razvan Pascanu, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1402.1869v2,No journal ref found,none,stat.ML,Summary465,1402.3346v3,2014-02-14T02:15:09Z,Geometry and Expressive Power of Conditional Restricted Boltzmann Machines,"Guido Montufar, Nihat Ay, Keyan Ghazi-Zahedi",http://arxiv.org/pdf/1402.3346v3,No journal ref found,none,cs.NE,Summary466,1406.1231v1,2014-06-04T23:00:05Z,Multi-task Neural Networks for QSAR Predictions,"George E. Dahl, Navdeep Jaitly, Ruslan Salakhutdinov",http://arxiv.org/pdf/1406.1231v1,No journal ref found,none,stat.ML,Summary467,1406.2235v1,2014-06-09T16:21:11Z,A Hybrid Latent Variable Neural Network Model for Item Recommendation,"Michael R. Smith, Tony Martinez, Michael Gashler",http://arxiv.org/pdf/1406.2235v1,No journal ref found,none,cs.LG,Summary468,1406.2989v3,2014-06-11T18:29:27Z,Techniques for Learning Binary Stochastic Feedforward Neural Networks,"Tapani Raiko, Mathias Berglund, Guillaume Alain, Laurent Dinh",http://arxiv.org/pdf/1406.2989v3,No journal ref found,none,stat.ML,Summary469,1406.3100v1,2014-06-12T02:08:31Z,Learning ELM network weights using linear discriminant analysis,"Philip de Chazal, Jonathan Tapson, André van Schaik",http://arxiv.org/pdf/1406.3100v1,No journal ref found,none,cs.NE,Summary470,1406.7362v1,2014-06-28T06:45:51Z,Exponentially Increasing the Capacity-to-Computation Ratio for Conditional Computation in Deep Learning,"Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1406.7362v1,No journal ref found,none,stat.ML,Summary471,1407.0611v1,2014-07-02T15:31:20Z,How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?,Fabrice Rossi,http://arxiv.org/pdf/1407.0611v1,"10th International Workshop on Self Organizing Maps, WSSOM 2014, Mittweida : Germany (2014)",none,stat.ML,Summary472,1410.0630v1,2014-10-02T18:09:42Z,Deep Directed Generative Autoencoders,"Sherjil Ozair, Yoshua Bengio",http://arxiv.org/pdf/1410.0630v1,No journal ref found,none,stat.ML,Summary473,1410.3831v1,2014-10-14T20:00:09Z,An exact mapping between the Variational Renormalization Group and Deep Learning,"Pankaj Mehta, David J. Schwab",http://arxiv.org/pdf/1410.3831v1,No journal ref found,none,stat.ML,Summary474,1410.4599v2,2014-10-16T22:29:12Z,Non-parametric Bayesian Learning with Deep Learning Structure and Its Applications in Wireless Networks,"Erte Pan, Zhu Han",http://arxiv.org/pdf/1410.4599v2,No journal ref found,none,cs.LG,Summary475,1410.7455v8,2014-10-27T22:45:41Z,Parallel training of DNNs with Natural Gradient and Parameter Averaging,"Daniel Povey, Xiaohui Zhang, Sanjeev Khudanpur",http://arxiv.org/pdf/1410.7455v8,No journal ref found,none,cs.NE,Summary476,1410.7550v1,2014-10-28T08:37:01Z,Learning deep dynamical models from image pixels,"Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth",http://arxiv.org/pdf/1410.7550v1,No journal ref found,none,stat.ML,Summary477,1411.7783v2,2014-11-28T09:03:24Z,From neural PCA to deep unsupervised learning,Harri Valpola,http://arxiv.org/pdf/1411.7783v2,No journal ref found,none,stat.ML,Summary478,1412.1602v1,2014-12-04T10:00:19Z,End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results,"Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1412.1602v1,No journal ref found,none,cs.NE,Summary479,1412.2693v4,2014-12-08T18:45:22Z,Provable Methods for Training Neural Networks with Sparse Connectivity,"Hanie Sedghi, Anima Anandkumar",http://arxiv.org/pdf/1412.2693v4,No journal ref found,none,cs.LG,Summary480,1412.4446v2,2014-12-15T02:16:07Z,Domain-Adversarial Neural Networks,"Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, Mario Marchand",http://arxiv.org/pdf/1412.4446v2,No journal ref found,none,stat.ML,Summary481,1412.4864v1,2014-12-16T02:55:05Z,Learning with Pseudo-Ensembles,"Philip Bachman, Ouais Alsharif, Doina Precup",http://arxiv.org/pdf/1412.4864v1,No journal ref found,none,stat.ML,Summary482,1412.6544v6,2014-12-19T21:55:01Z,Qualitatively characterizing neural network optimization problems,"Ian J. Goodfellow, Oriol Vinyals, Andrew M. Saxe",http://arxiv.org/pdf/1412.6544v6,No journal ref found,none,cs.NE,Summary483,1412.6558v3,2014-12-19T23:24:53Z,Random Walk Initialization for Training Very Deep Feedforward Networks,"David Sussillo, L. F. Abbott",http://arxiv.org/pdf/1412.6558v3,No journal ref found,none,cs.NE,Summary484,1412.6581v6,2014-12-20T02:07:07Z,Variational Recurrent Auto-Encoders,"Otto Fabius, Joost R. van Amersfoort",http://arxiv.org/pdf/1412.6581v6,No journal ref found,none,stat.ML,Summary485,1412.6621v3,2014-12-20T07:28:46Z,Why does Deep Learning work? - A perspective from Group Theory,"Arnab Paul, Suresh Venkatasubramanian",http://arxiv.org/pdf/1412.6621v3,No journal ref found,none,cs.LG,Summary486,1412.6630v2,2014-12-20T07:59:14Z,Neural Network Regularization via Robust Weight Factorization,"Jan Rudy, Weiguang Ding, Daniel Jiwoong Im, Graham W. Taylor",http://arxiv.org/pdf/1412.6630v2,No journal ref found,none,cs.LG,Summary487,1412.7003v3,2014-12-22T14:46:26Z,A Bayesian encourages dropout,Shin-ichi Maeda,http://arxiv.org/pdf/1412.7003v3,No journal ref found,none,cs.LG,Summary488,1412.7149v4,2014-12-22T20:53:30Z,Deep Fried Convnets,"Zichao Yang, Marcin Moczulski, Misha Denil, Nando de Freitas, Alex Smola, Le Song, Ziyu Wang",http://arxiv.org/pdf/1412.7149v4,No journal ref found,none,cs.LG,Summary489,1412.7419v5,2014-12-23T15:55:08Z,ADASECANT: Robust Adaptive Secant Method for Stochastic Gradient,"Caglar Gulcehre, Marcin Moczulski, Yoshua Bengio",http://arxiv.org/pdf/1412.7419v5,No journal ref found,none,cs.LG,Summary490,1412.7489v3,2014-12-23T19:50:21Z,A Unified Perspective on Multi-Domain and Multi-Task Learning,"Yongxin Yang, Timothy M. Hospedales",http://arxiv.org/pdf/1412.7489v3,No journal ref found,none,stat.ML,Summary491,1502.02072v1,2015-02-06T23:04:01Z,Massively Multitask Networks for Drug Discovery,"Bharath Ramsundar, Steven Kearnes, Patrick Riley, Dale Webster, David Konerding, Vijay Pande",http://arxiv.org/pdf/1502.02072v1,No journal ref found,none,stat.ML,Summary492,1502.02367v4,2015-02-09T05:25:54Z,Gated Feedback Recurrent Neural Networks,"Junyoung Chung, Caglar Gulcehre, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1502.02367v4,No journal ref found,none,cs.NE,Summary493,1502.02551v1,2015-02-09T16:37:29Z,Deep Learning with Limited Numerical Precision,"Suyog Gupta, Ankur Agrawal, Kailash Gopalakrishnan, Pritish Narayanan",http://arxiv.org/pdf/1502.02551v1,No journal ref found,none,cs.LG,Summary494,1502.03509v2,2015-02-12T02:06:07Z,MADE: Masked Autoencoder for Distribution Estimation,"Mathieu Germain, Karol Gregor, Iain Murray, Hugo Larochelle",http://arxiv.org/pdf/1502.03509v2,"Proceedings of the 32nd International Conference on Machine Learning, JMLR W&CP 37:881-889, 2015",none,cs.LG,Summary495,1502.04434v3,2015-02-16T06:28:35Z,Invariant backpropagation: how to train a transformation-invariant neural network,"Sergey Demyanov, James Bailey, Ramamohanarao Kotagiri, Christopher Leckie",http://arxiv.org/pdf/1502.04434v3,No journal ref found,none,stat.ML,Summary496,1503.00778v1,2015-03-02T23:02:56Z,"Simple, Efficient, and Neural Algorithms for Sparse Coding","Sanjeev Arora, Rong Ge, Tengyu Ma, Ankur Moitra",http://arxiv.org/pdf/1503.00778v1,No journal ref found,none,cs.LG,Summary497,1503.01445v1,2015-03-04T20:18:55Z,Toxicity Prediction using Deep Learning,"Thomas Unterthiner, Andreas Mayr, Günter Klambauer, Sepp Hochreiter",http://arxiv.org/pdf/1503.01445v1,No journal ref found,none,stat.ML,Summary498,1503.02031v1,2015-03-06T18:39:53Z,"To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout","Prateek Jain, Vivek Kulkarni, Abhradeep Thakurta, Oliver Williams",http://arxiv.org/pdf/1503.02031v1,No journal ref found,none,cs.LG,Summary499,1503.02531v1,2015-03-09T15:44:49Z,Distilling the Knowledge in a Neural Network,"Geoffrey Hinton, Oriol Vinyals, Jeff Dean",http://arxiv.org/pdf/1503.02531v1,No journal ref found,none,stat.ML,Summary500,1503.03438v3,2015-03-11T18:24:13Z,A mathematical motivation for complex-valued convolutional networks,"Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, Arthur Szlam, Mark Tygert",http://arxiv.org/pdf/1503.03438v3,"Neural Computation, 28 (5): 815-825, May 2016",none,cs.LG,Summary501,1503.05471v1,2015-03-18T16:28:18Z,Shared latent subspace modelling within Gaussian-Binary Restricted Boltzmann Machines for NIST i-Vector Challenge 2014,"Danila Doroshin, Alexander Yamshinin, Nikolay Lubimov, Marina Nastasenko, Mikhail Kotov, Maxim Tkachenko",http://arxiv.org/pdf/1503.05471v1,No journal ref found,none,cs.LG,Summary502,1503.05671v6,2015-03-19T08:30:24Z,Optimizing Neural Networks with Kronecker-factored Approximate Curvature,"James Martens, Roger Grosse",http://arxiv.org/pdf/1503.05671v6,No journal ref found,none,cs.LG,Summary503,1503.05724v3,2015-03-19T11:48:14Z,A Neural Transfer Function for a Smooth and Differentiable Transition Between Additive and Multiplicative Interactions,"Sebastian Urban, Patrick van der Smagt",http://arxiv.org/pdf/1503.05724v3,No journal ref found,none,stat.ML,Summary504,1503.06452v1,2015-03-22T18:22:28Z,Unsupervised model compression for multilayer bootstrap networks,Xiao-Lei Zhang,http://arxiv.org/pdf/1503.06452v1,No journal ref found,none,cs.LG,Summary505,1504.02462v3,2015-04-08T22:39:05Z,A Group Theoretic Perspective on Unsupervised Deep Learning,"Arnab Paul, Suresh Venkatasubramanian",http://arxiv.org/pdf/1504.02462v3,No journal ref found,none,cs.LG,Summary506,1504.04054v1,2015-04-15T21:31:58Z,A Generative Model for Deep Convolutional Learning,"Yunchen Pu, Xin Yuan, Lawrence Carin",http://arxiv.org/pdf/1504.04054v1,No journal ref found,none,stat.ML,Summary507,1504.08215v1,2015-04-30T13:26:46Z,Lateral Connections in Denoising Autoencoders Support Supervised Learning,"Antti Rasmus, Harri Valpola, Tapani Raiko",http://arxiv.org/pdf/1504.08215v1,No journal ref found,none,cs.LG,Summary508,1504.08291v5,2015-04-30T16:14:52Z,Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?,"Raja Giryes, Guillermo Sapiro, Alex M. Bronstein",http://arxiv.org/pdf/1504.08291v5,No journal ref found,none,cs.NE,Summary509,1506.00327v1,2015-06-01T02:17:06Z,Imaging Time-Series to Improve Classification and Imputation,"Zhiguang Wang, Tim Oates",http://arxiv.org/pdf/1506.00327v1,No journal ref found,none,cs.LG,Summary510,1506.00619v1,2015-06-01T19:28:27Z,Blocks and Fuel: Frameworks for deep learning,"Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio",http://arxiv.org/pdf/1506.00619v1,No journal ref found,none,cs.LG,Summary511,1506.02256v1,2015-06-07T11:55:33Z,Knowledge Transfer Pre-training,"Zhiyuan Tang, Dong Wang, Yiqiao Pan, Zhiyong Zhang",http://arxiv.org/pdf/1506.02256v1,No journal ref found,none,cs.LG,Summary512,1506.02351v8,2015-06-08T04:45:33Z,Stacked What-Where Auto-encoders,"Junbo Zhao, Michael Mathieu, Ross Goroshin, Yann LeCun",http://arxiv.org/pdf/1506.02351v8,No journal ref found,none,stat.ML,Summary513,1506.02690v3,2015-06-08T20:42:12Z,Adaptive Normalized Risk-Averting Training For Deep Neural Networks,"Zhiguang Wang, Tim Oates, James Lo",http://arxiv.org/pdf/1506.02690v3,No journal ref found,none,cs.LG,Summary514,1506.02914v2,2015-06-09T14:02:02Z,Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy,"Marylou Gabrié, Eric W. Tramel, Florent Krzakala",http://arxiv.org/pdf/1506.02914v2,"Advances in Neural Information Processing Systems (NIPS 2015) 28, pages 640--648",none,cond-mat.dis-nn,Summary515,1506.03134v2,2015-06-09T23:38:16Z,Pointer Networks,"Oriol Vinyals, Meire Fortunato, Navdeep Jaitly",http://arxiv.org/pdf/1506.03134v2,No journal ref found,none,stat.ML,Summary516,1506.06472v2,2015-06-22T05:16:57Z,"A Theory of Local Learning, the Learning Channel, and the Optimality of Backpropagation","Pierre Baldi, Peter Sadowski",http://arxiv.org/pdf/1506.06472v2,"Neural Networks, vol. 83, pp. 51-74, Nov. 2016",none,cs.LG,Summary517,1506.08473v3,2015-06-28T23:19:49Z,Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods,"Majid Janzamin, Hanie Sedghi, Anima Anandkumar",http://arxiv.org/pdf/1506.08473v3,No journal ref found,none,cs.LG,Summary518,1507.00210v1,2015-07-01T12:42:01Z,Natural Neural Networks,"Guillaume Desjardins, Karen Simonyan, Razvan Pascanu, Koray Kavukcuoglu",http://arxiv.org/pdf/1507.00210v1,No journal ref found,none,stat.ML,Summary519,1507.02672v2,2015-07-09T19:52:19Z,Semi-Supervised Learning with Ladder Networks,"Antti Rasmus, Harri Valpola, Mikko Honkala, Mathias Berglund, Tapani Raiko",http://arxiv.org/pdf/1507.02672v2,No journal ref found,none,cs.NE,Summary520,1507.07680v2,2015-07-28T08:26:50Z,Training recurrent networks online without backtracking,"Yann Ollivier, Corentin Tallec, Guillaume Charpiat",http://arxiv.org/pdf/1507.07680v2,No journal ref found,none,cs.NE,Summary521,1508.04306v1,2015-08-18T13:12:34Z,Deep clustering: Discriminative embeddings for segmentation and separation,"John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe",http://arxiv.org/pdf/1508.04306v1,No journal ref found,none,cs.NE,Summary522,1508.04422v3,2015-08-18T19:47:31Z,Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks,"Aren Jansen, Gregory Sell, Vince Lyzinski",http://arxiv.org/pdf/1508.04422v3,No journal ref found,none,stat.ML,Summary523,1508.06095v1,2015-08-25T10:09:31Z,OCReP: An Optimally Conditioned Regularization for Pseudoinversion Based Neural Training,"Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini",http://arxiv.org/pdf/1508.06095v1,No journal ref found,none,cs.NE,Summary524,1508.07096v1,2015-08-28T05:24:06Z,Partitioning Large Scale Deep Belief Networks Using Dropout,"Yanping Huang, Sai Zhang",http://arxiv.org/pdf/1508.07096v1,No journal ref found,none,stat.ML,Summary525,1509.03475v2,2015-09-11T12:28:36Z,Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks,"Minhyung Cho, Chandra Shekhar Dhir, Jaehyung Lee",http://arxiv.org/pdf/1509.03475v2,No journal ref found,none,cs.LG,Summary526,1509.04210v3,2015-09-14T17:14:52Z,Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study,"Suyog Gupta, Wei Zhang, Fei Wang",http://arxiv.org/pdf/1509.04210v3,No journal ref found,none,stat.ML,Summary527,1509.05009v3,2015-09-16T19:32:54Z,On the Expressive Power of Deep Learning: A Tensor Analysis,"Nadav Cohen, Or Sharir, Amnon Shashua",http://arxiv.org/pdf/1509.05009v3,"29th Annual Conference on Learning Theory, pp. 698-728, 2016",none,cs.NE,Summary528,1509.07093v1,2015-09-23T18:46:31Z,A review of learning vector quantization classifiers,"David Nova, Pablo A. Estevez",http://arxiv.org/pdf/1509.07093v1,"Neural Computing & Applications, vol. 25, pp. 511-524, 2014",none,cs.LG,Summary529,1509.07385v3,2015-09-24T14:20:29Z,Provable approximation properties for deep neural networks,"Uri Shaham, Alexander Cloninger, Ronald R. Coifman",http://arxiv.org/pdf/1509.07385v3,No journal ref found,none,stat.ML,Summary530,1509.08627v1,2015-09-29T08:14:21Z,"Semantics, Representations and Grammars for Deep Learning",David Balduzzi,http://arxiv.org/pdf/1509.08627v1,No journal ref found,none,cs.LG,Summary531,1509.08985v2,2015-09-30T01:06:36Z,"Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree","Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu",http://arxiv.org/pdf/1509.08985v2,No journal ref found,none,stat.ML,Summary532,1509.09292v2,2015-09-30T18:33:50Z,Convolutional Networks on Graphs for Learning Molecular Fingerprints,"David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre, Rafael Gómez-Bombarelli, Timothy Hirzel, Alán Aspuru-Guzik, Ryan P. Adams",http://arxiv.org/pdf/1509.09292v2,No journal ref found,none,cs.LG,Summary533,1510.01378v1,2015-10-05T21:45:31Z,Batch Normalized Recurrent Neural Networks,"César Laurent, Gabriel Pereyra, Philémon Brakel, Ying Zhang, Yoshua Bengio",http://arxiv.org/pdf/1510.01378v1,No journal ref found,none,stat.ML,Summary534,1510.01624v3,2015-10-06T15:29:04Z,Population-Contrastive-Divergence: Does Consistency help with RBM training?,"Oswin Krause, Asja Fischer, Christian Igel",http://arxiv.org/pdf/1510.01624v3,No journal ref found,none,cs.LG,Summary535,1510.02855v1,2015-10-10T00:09:00Z,AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structure-based Drug Discovery,"Izhar Wallach, Michael Dzamba, Abraham Heifets",http://arxiv.org/pdf/1510.02855v1,No journal ref found,none,cs.LG,Summary536,1510.04953v1,2015-10-16T17:16:14Z,Optimizing and Contrasting Recurrent Neural Network Architectures,Ben Krause,http://arxiv.org/pdf/1510.04953v1,No journal ref found,none,stat.ML,Summary537,1511.04508v2,2015-11-14T04:51:04Z,Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks,"Nicolas Papernot, Patrick McDaniel, Xi Wu, Somesh Jha, Ananthram Swami",http://arxiv.org/pdf/1511.04508v2,No journal ref found,none,cs.CR,Summary538,1511.05042v3,2015-11-16T17:15:51Z,An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family,"Alexandre de Brébisson, Pascal Vincent",http://arxiv.org/pdf/1511.05042v3,No journal ref found,none,cs.NE,Summary539,1511.05432v3,2015-11-17T15:14:57Z,Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization,"Uri Shaham, Yutaro Yamada, Sahand Negahban",http://arxiv.org/pdf/1511.05432v3,No journal ref found,none,stat.ML,Summary540,1511.06464v4,2015-11-20T00:37:33Z,Unitary Evolution Recurrent Neural Networks,"Martin Arjovsky, Amar Shah, Yoshua Bengio",http://arxiv.org/pdf/1511.06464v4,No journal ref found,none,cs.LG,Summary541,1511.06499v4,2015-11-20T06:01:23Z,The Variational Gaussian Process,"Dustin Tran, Rajesh Ranganath, David M. Blei",http://arxiv.org/pdf/1511.06499v4,No journal ref found,none,stat.ML,Summary542,1511.07528v1,2015-11-24T01:07:08Z,The Limitations of Deep Learning in Adversarial Settings,"Nicolas Papernot, Patrick McDaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, Ananthram Swami",http://arxiv.org/pdf/1511.07528v1,No journal ref found,none,cs.CR,Summary543,1512.03025v1,2015-12-09T20:08:43Z,Partial Reinitialisation for Optimisers,"Ilia Zintchenko, Matthew Hastings, Nathan Wiebe, Ethan Brown, Matthias Troyer",http://arxiv.org/pdf/1512.03025v1,No journal ref found,none,stat.ML,Summary544,1512.03965v4,2015-12-12T21:41:24Z,The Power of Depth for Feedforward Neural Networks,"Ronen Eldan, Ohad Shamir",http://arxiv.org/pdf/1512.03965v4,No journal ref found,none,cs.LG,Summary545,1512.08571v1,2015-12-29T01:21:08Z,Structured Pruning of Deep Convolutional Neural Networks,"Sajid Anwar, Kyuyeon Hwang, Wonyong Sung",http://arxiv.org/pdf/1512.08571v1,No journal ref found,none,cs.NE,Summary546,1512.08806v3,2015-12-29T22:06:00Z,Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks,"Uri Shaham, Roy Lederman",http://arxiv.org/pdf/1512.08806v3,No journal ref found,none,stat.ML,Summary547,1601.00034v4,2016-01-01T00:47:29Z,Stochastic Neural Networks with Monotonic Activation Functions,"Siamak Ravanbakhsh, Barnabas Poczos, Jeff Schneider, Dale Schuurmans, Russell Greiner",http://arxiv.org/pdf/1601.00034v4,No journal ref found,none,stat.ML,Summary548,1602.01164v1,2016-02-03T01:32:01Z,Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks,"Conrado S. Miranda, Fernando J. Von Zuben",http://arxiv.org/pdf/1602.01164v1,No journal ref found,none,cs.LG,Summary549,1602.02823v1,2016-02-09T00:14:03Z,Poor starting points in machine learning,Mark Tygert,http://arxiv.org/pdf/1602.02823v1,No journal ref found,none,cs.LG,Summary550,1602.04485v2,2016-02-14T18:36:59Z,Benefits of depth in neural networks,Matus Telgarsky,http://arxiv.org/pdf/1602.04485v2,No journal ref found,none,cs.LG,Summary551,1602.04723v1,2016-02-15T16:16:56Z,Efficient Representation of Low-Dimensional Manifolds using Deep Networks,"Ronen Basri, David Jacobs",http://arxiv.org/pdf/1602.04723v1,No journal ref found,none,cs.NE,Summary552,1602.06929v2,2016-02-22T20:30:37Z,Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Ojas Algorithm,"Prateek Jain, Chi Jin, Sham M. Kakade, Praneeth Netrapalli, Aaron Sidford",http://arxiv.org/pdf/1602.06929v2,No journal ref found,none,cs.LG,Summary553,1602.08007v1,2016-02-25T17:37:28Z,Practical Riemannian Neural Networks,"Gaétan Marceau-Caron, Yann Ollivier",http://arxiv.org/pdf/1602.08007v1,No journal ref found,none,cs.NE,Summary554,1602.08194v2,2016-02-26T05:07:23Z,Scalable and Sustainable Deep Learning via Randomized Hashing,"Ryan Spring, Anshumali Shrivastava",http://arxiv.org/pdf/1602.08194v2,No journal ref found,none,stat.ML,Summary555,1603.00391v3,2016-03-01T18:30:15Z,Noisy Activation Functions,"Caglar Gulcehre, Marcin Moczulski, Misha Denil, Yoshua Bengio",http://arxiv.org/pdf/1603.00391v3,No journal ref found,none,cs.LG,Summary556,1603.00954v5,2016-03-03T03:14:47Z,Training Input-Output Recurrent Neural Networks through Spectral Methods,"Hanie Sedghi, Anima Anandkumar",http://arxiv.org/pdf/1603.00954v5,No journal ref found,none,cs.LG,Summary557,1603.04904v2,2016-03-15T22:20:52Z,Turing learning: a metric-free approach to inferring behavior and its application to swarms,"Wei Li, Melvin Gauci, Roderich Gross",http://arxiv.org/pdf/1603.04904v2,"Swarm Intelligence, 10(3):211-243, 2016",none,stat.ML,Summary558,1603.06160v2,2016-03-19T23:37:38Z,Stochastic Variance Reduction for Nonconvex Optimization,"Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, Alex Smola",http://arxiv.org/pdf/1603.06160v2,No journal ref found,none,math.OC,Summary559,1603.06624v1,2016-03-21T21:31:36Z,Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data,"R. Devon Hjelm, Sergey M. Plis, Vince C. Calhoun",http://arxiv.org/pdf/1603.06624v1,No journal ref found,none,cs.LG,Summary560,1603.06859v1,2016-03-22T16:32:26Z,Enhanced perceptrons using contrastive biclusters,"André L. V. Coelho, Fabrício O. de França",http://arxiv.org/pdf/1603.06859v1,No journal ref found,none,cs.NE,Summary561,1603.07285v1,2016-03-23T17:52:21Z,A guide to convolution arithmetic for deep learning,"Vincent Dumoulin, Francesco Visin",http://arxiv.org/pdf/1603.07285v1,No journal ref found,none,stat.ML,Summary562,1603.07341v1,2016-03-23T20:13:11Z,Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices,"Tayfun Gokmen, Yurii Vlasov",http://arxiv.org/pdf/1603.07341v1,No journal ref found,none,cs.LG,Summary563,1604.01952v1,2016-04-07T10:46:54Z,Deep Online Convex Optimization with Gated Games,David Balduzzi,http://arxiv.org/pdf/1604.01952v1,No journal ref found,none,cs.LG,Summary564,1604.05198v1,2016-04-18T15:11:13Z,Locally Imposing Function for Generalized Constraint Neural Networks - A Study on Equality Constraints,"Linlin Cao, Ran He, Bao-Gang Hu",http://arxiv.org/pdf/1604.05198v1,No journal ref found,none,cs.NE,Summary565,1604.05377v1,2016-04-18T23:18:23Z,Churn analysis using deep convolutional neural networks and autoencoders,"Artit Wangperawong, Cyrille Brun, Olav Laudy, Rujikorn Pavasuthipaisit",http://arxiv.org/pdf/1604.05377v1,No journal ref found,none,stat.ML,Summary566,1604.06730v1,2016-04-22T16:20:29Z,Developing an ICU scoring system with interaction terms using a genetic algorithm,"Chee Chun Gan, Gerard Learmonth",http://arxiv.org/pdf/1604.06730v1,No journal ref found,none,cs.NE,Summary567,1604.07796v1,2016-04-26T19:04:59Z,Scale Normalization,"Henry Z. Lo, Kevin Amaral, Wei Ding",http://arxiv.org/pdf/1604.07796v1,No journal ref found,none,cs.NE,Summary568,1605.04639v1,2016-05-16T03:11:17Z,Alternating optimization method based on nonnegative matrix factorizations for deep neural networks,"Tetsuya Sakurai, Akira Imakura, Yuto Inoue, Yasunori Futamura",http://arxiv.org/pdf/1605.04639v1,No journal ref found,none,cs.LG,Summary569,1605.05239v1,2016-05-17T17:03:02Z,Biologically Inspired Radio Signal Feature Extraction with Sparse Denoising Autoencoders,"Benjamin Migliori, Riley Zeller-Townson, Daniel Grady, Daniel Gebhardt",http://arxiv.org/pdf/1605.05239v1,No journal ref found,none,stat.ML,Summary570,1605.05509v1,2016-05-18T10:46:01Z,Learning activation functions from data using cubic spline interpolation,"Simone Scardapane, Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini",http://arxiv.org/pdf/1605.05509v1,No journal ref found,none,stat.ML,Summary571,1605.07145v1,2016-05-23T19:21:53Z,Towards Optimality Conditions for Non-Linear Networks,"Devansh Arpit, Hung Q. Ngo, Yingbo Zhou, Nils Napp, Venu Govindaraju",http://arxiv.org/pdf/1605.07145v1,No journal ref found,none,stat.ML,Summary572,1605.08254v2,2016-05-26T12:19:09Z,Robust Large Margin Deep Neural Networks,"Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1605.08254v2,No journal ref found,none,stat.ML,Summary573,1605.08361v2,2016-05-26T16:51:05Z,No bad local minima: Data independent training error guarantees for multilayer neural networks,"Daniel Soudry, Yair Carmon",http://arxiv.org/pdf/1605.08361v2,No journal ref found,none,stat.ML,Summary574,1606.01865v2,2016-06-06T19:08:41Z,Recurrent Neural Networks for Multivariate Time Series with Missing Values,"Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, Yan Liu",http://arxiv.org/pdf/1606.01865v2,No journal ref found,none,cs.LG,Summary575,1606.04130v5,2016-06-13T20:34:35Z,Modeling Missing Data in Clinical Time Series with RNNs,"Zachary C. Lipton, David C. Kale, Randall Wetzel",http://arxiv.org/pdf/1606.04130v5,No journal ref found,none,cs.LG,Summary576,1606.05018v1,2016-06-16T00:53:56Z,Improving Power Generation Efficiency using Deep Neural Networks,"Stefan Hosein, Patrick Hosein",http://arxiv.org/pdf/1606.05018v1,No journal ref found,none,stat.ML,Summary577,1608.03639v1,2016-08-11T23:48:44Z,Faster Training of Very Deep Networks Via p-Norm Gates,"Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1608.03639v1,No journal ref found,none,stat.ML,Summary578,1608.03665v4,2016-08-12T03:20:43Z,Learning Structured Sparsity in Deep Neural Networks,"Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li",http://arxiv.org/pdf/1608.03665v4,No journal ref found,none,cs.NE,Summary579,1608.05081v2,2016-08-17T20:00:04Z,Efficient Exploration for Dialogue Policy Learning with BBQ Networks & Replay Buffer Spiking,"Zachary C. Lipton, Jianfeng Gao, Lihong Li, Xiujun Li, Faisal Ahmed, Li Deng",http://arxiv.org/pdf/1608.05081v2,No journal ref found,none,cs.LG,Summary580,1608.08225v2,2016-08-29T20:00:14Z,Why does deep and cheap learning work so well?,"Henry W. Lin, Max Tegmark",http://arxiv.org/pdf/1608.08225v2,No journal ref found,none,cond-mat.dis-nn,Summary581,1609.04468v3,2016-09-14T22:42:23Z,Sampling Generative Networks,Tom White,http://arxiv.org/pdf/1609.04468v3,No journal ref found,none,cs.NE,Summary582,1609.05866v1,2016-09-19T18:55:18Z,A Cheap Linear Attention Mechanism with Fast Lookups and Fixed-Size Representations,"Alexandre de Brébisson, Pascal Vincent",http://arxiv.org/pdf/1609.05866v1,No journal ref found,none,cs.LG,Summary583,1610.01989v1,2016-09-22T10:04:59Z,Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences,"Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami",http://arxiv.org/pdf/1610.01989v1,No journal ref found,none,cs.LG,Summary584,1610.04167v3,2016-10-13T16:43:32Z,Tractable Generative Convolutional Arithmetic Circuits,"Or Sharir, Ronen Tamari, Nadav Cohen, Amnon Shashua",http://arxiv.org/pdf/1610.04167v3,No journal ref found,none,cs.LG,Summary585,1610.06258v3,2016-10-20T01:03:20Z,Using Fast Weights to Attend to the Recent Past,"Jimmy Ba, Geoffrey Hinton, Volodymyr Mnih, Joel Z. Leibo, Catalin Ionescu",http://arxiv.org/pdf/1610.06258v3,No journal ref found,none,stat.ML,Summary586,1610.07857v1,2016-10-21T09:11:53Z,Hybrid clustering-classification neural network in the medical diagnostics of reactive arthritis,"Yevgeniy Bodyanskiy, Olena Vynokurova, Volodymyr Savvo, Tatiana Tverdokhlib, Pavlo Mulesa",http://arxiv.org/pdf/1610.07857v1,"International Journal of Intelligent Systems and Applications, 2016, Vol. 8, No. 8, pp.1-9",none,cs.LG,Summary587,1610.09887v1,2016-10-31T12:08:46Z,Depth Separation in ReLU Networks for Approximating Smooth Non-Linear Functions,"Itay Safran, Ohad Shamir",http://arxiv.org/pdf/1610.09887v1,No journal ref found,none,cs.LG,Summary588,1610.10087v1,2016-10-31T19:44:50Z,Tensor Switching Networks,"Chuan-Yung Tsai, Andrew Saxe, David Cox",http://arxiv.org/pdf/1610.10087v1,No journal ref found,none,cs.NE,Summary589,1611.00035v1,2016-10-31T20:43:21Z,Full-Capacity Unitary Recurrent Neural Networks,"Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les Atlas",http://arxiv.org/pdf/1611.00035v1,No journal ref found,none,stat.ML,Summary590,1611.01186v1,2016-11-03T20:55:49Z,Demystifying ResNet,"Sihan Li, Jiantao Jiao, Yanjun Han, Tsachy Weissman",http://arxiv.org/pdf/1611.01186v1,No journal ref found,none,cs.NE,Summary591,1611.01211v3,2016-11-03T22:30:10Z,Combating Reinforcement Learnings Sisyphean Curse with Intrinsic Fear,"Zachary C. Lipton, Jianfeng Gao, Lihong Li, Jianshu Chen, Li Deng",http://arxiv.org/pdf/1611.01211v3,No journal ref found,none,cs.LG,Summary592,1611.02320v1,2016-11-07T22:03:43Z,Adversarial Ladder Networks,"Juan Maroñas Molano, Alberto Albiol Colomer, Roberto Paredes Palacios",http://arxiv.org/pdf/1611.02320v1,No journal ref found,none,cs.NE,Summary593,1611.02345v2,2016-11-07T23:47:05Z,Neural Taylor Approximations: Convergence and Exploration in Rectifier Networks,"David Balduzzi, Brian McWilliams, Tony Butler-Yeoman",http://arxiv.org/pdf/1611.02345v2,No journal ref found,none,cs.LG,Summary594,1611.02648v2,2016-11-08T18:36:36Z,Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders,"Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo, Matthew C. H. Lee, Hugh Salimbeni, Kai Arulkumaran, Murray Shanahan",http://arxiv.org/pdf/1611.02648v2,No journal ref found,none,cs.LG,Summary595,1611.04231v2,2016-11-14T02:44:18Z,Identity Matters in Deep Learning,"Moritz Hardt, Tengyu Ma",http://arxiv.org/pdf/1611.04231v2,No journal ref found,none,cs.LG,Summary596,1611.04500v3,2016-11-14T17:55:34Z,Deep Learning with Sets and Point Clouds,"Siamak Ravanbakhsh, Jeff Schneider, Barnabas Poczos",http://arxiv.org/pdf/1611.04500v3,No journal ref found,none,stat.ML,Summary597,1611.06148v1,2016-11-18T16:20:41Z,Compacting Neural Network Classifiers via Dropout Training,"Yotaro Kubo, George Tucker, Simon Wiesler",http://arxiv.org/pdf/1611.06148v1,No journal ref found,none,stat.ML,Summary598,1611.06245v1,2016-11-18T21:09:16Z,Spikes as regularizers,Anders Søgaard,http://arxiv.org/pdf/1611.06245v1,No journal ref found,none,cs.NE,Summary599,1611.06310v2,2016-11-19T05:49:22Z,Local minima in training of neural networks,"Grzegorz Swirszcz, Wojciech Marian Czarnecki, Razvan Pascanu",http://arxiv.org/pdf/1611.06310v2,No journal ref found,none,stat.ML,Summary600,1611.06455v4,2016-11-20T00:34:09Z,Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline,"Zhiguang Wang, Weizhong Yan, Tim Oates",http://arxiv.org/pdf/1611.06455v4,No journal ref found,none,cs.LG,Summary601,1611.07743v1,2016-11-23T11:14:01Z,Tunable Sensitivity to Large Errors in Neural Network Training,"Gil Keren, Sivan Sabato, Björn Schuller",http://arxiv.org/pdf/1611.07743v1,No journal ref found,none,stat.ML,Summary602,1611.08083v1,2016-11-24T07:09:24Z,Survey of Expressivity in Deep Neural Networks,"Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein",http://arxiv.org/pdf/1611.08083v1,No journal ref found,none,stat.ML,Summary603,1611.09232v1,2016-11-28T16:42:11Z,Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization,"Meshia Cédric Oveneke, Mitchel Aliosha-Perez, Yong Zhao, Dongmei Jiang, Hichem Sahli",http://arxiv.org/pdf/1611.09232v1,No journal ref found,none,stat.ML,Summary604,1612.00962v1,2016-12-03T12:16:21Z,Positive blood culture detection in time series data using a BiLSTM network,"Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene",http://arxiv.org/pdf/1612.00962v1,No journal ref found,none,cs.LG,Summary605,1612.01251v2,2016-12-05T05:21:42Z,Known Unknowns: Uncertainty Quality in Bayesian Neural Networks,"Ramon Oliveira, Pedro Tabacof, Eduardo Valle",http://arxiv.org/pdf/1612.01251v2,No journal ref found,none,stat.ML,Summary606,1612.01936v1,2016-12-06T18:15:40Z,A Probabilistic Framework for Deep Learning,"Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk",http://arxiv.org/pdf/1612.01936v1,No journal ref found,none,stat.ML,Summary607,1612.01942v1,2016-12-06T18:32:53Z,Semi-Supervised Learning with the Deep Rendering Mixture Model,"Tan Nguyen, Wanjia Liu, Ethan Perez, Richard G. Baraniuk, Ankit B. Patel",http://arxiv.org/pdf/1612.01942v1,No journal ref found,none,stat.ML,Summary608,1612.03480v1,2016-12-11T21:15:05Z,Self-calibrating Neural Networks for Dimensionality Reduction,"Yuansi Chen, Cengiz Pehlevan, Dmitri B. Chklovskii",http://arxiv.org/pdf/1612.03480v1,No journal ref found,none,cs.LG,Summary609,1612.03770v1,2016-12-12T16:25:23Z,Neurogenesis Deep Learning,"Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb, Craig M. Vineyard, Kristofor D. Carlson, Conrad D. James, James B. Aimone",http://arxiv.org/pdf/1612.03770v1,No journal ref found,none,cs.NE,Summary610,1612.05231v2,2016-12-15T20:39:15Z,Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs,"Li Jing, Yichen Shen, Tena Dubček, John Peurifoy, Scott Skirlo, Yann LeCun, Max Tegmark, Marin Soljačić",http://arxiv.org/pdf/1612.05231v2,No journal ref found,none,cs.LG,Summary611,1701.08718v1,2017-01-30T17:34:51Z,Memory Augmented Neural Networks with Wormhole Connections,"Caglar Gulcehre, Sarath Chandar, Yoshua Bengio",http://arxiv.org/pdf/1701.08718v1,No journal ref found,none,cs.LG,Summary612,1702.01780v1,2017-02-06T20:10:10Z,Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming,"Andrew Sohn, Randal S. Olson, Jason H. Moore",http://arxiv.org/pdf/1702.01780v1,No journal ref found,none,cs.NE,Summary613,1702.02181v2,2017-02-07T19:59:43Z,Deep Learning with Dynamic Computation Graphs,"Moshe Looks, Marcello Herreshoff, DeLesley Hutchins, Peter Norvig",http://arxiv.org/pdf/1702.02181v2,No journal ref found,none,cs.NE,Summary614,1702.02526v1,2017-02-08T17:11:34Z,Deep Kernelized Autoencoders,"Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen, Lorenzo Livi",http://arxiv.org/pdf/1702.02526v1,No journal ref found,none,stat.ML,Summary615,1702.03260v1,2017-02-10T17:29:51Z,A Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines,"Eric W. Tramel, Marylou Gabrié, Andre Manoel, Francesco Caltagirone, Florent Krzakala",http://arxiv.org/pdf/1702.03260v1,No journal ref found,none,cs.LG,Summary616,1702.04459v1,2017-02-15T03:54:29Z,Building Robust Stochastic Configuration Networks with Kernel Density Estimation,"Dianhui Wang, Ming Li",http://arxiv.org/pdf/1702.04459v1,No journal ref found,none,cs.NE,Summary617,1702.04649v2,2017-02-15T15:19:02Z,Generative Temporal Models with Memory,"Mevlana Gemici, Chia-Chun Hung, Adam Santoro, Greg Wayne, Shakir Mohamed, Danilo J. Rezende, David Amos, Timothy Lillicrap",http://arxiv.org/pdf/1702.04649v2,No journal ref found,none,cs.LG,Summary618,1702.04782v2,2017-02-15T21:26:21Z,Precise Recovery of Latent Vectors from Generative Adversarial Networks,"Zachary C. Lipton, Subarna Tripathi",http://arxiv.org/pdf/1702.04782v2,No journal ref found,none,cs.LG,Summary619,1702.05386v1,2017-02-17T15:28:28Z,Predicting Surgery Duration with Neural Heteroscedastic Regression,"Nathan Ng, Rodney A Gabriel, Julian McAuley, Charles Elkan, Zachary C Lipton",http://arxiv.org/pdf/1702.05386v1,No journal ref found,none,stat.ML,Summary620,1702.07800v4,2017-02-24T23:30:08Z,On the Origin of Deep Learning,"Haohan Wang, Bhiksha Raj",http://arxiv.org/pdf/1702.07800v4,No journal ref found,none,cs.LG,Summary621,1702.08580v1,2017-02-27T23:27:36Z,Depth Creates No Bad Local Minima,"Haihao Lu, Kenji Kawaguchi",http://arxiv.org/pdf/1702.08580v1,No journal ref found,none,cs.LG,Summary622,1702.08591v1,2017-02-28T01:06:13Z,"The Shattered Gradients Problem: If resnets are the answer, then what is the question?","David Balduzzi, Marcus Frean, Lennox Leary, JP Lewis, Kurt Wan-Duo Ma, Brian McWilliams",http://arxiv.org/pdf/1702.08591v1,No journal ref found,none,cs.NE,Summary623,1702.08882v1,2017-02-28T17:47:34Z,Deep Semi-Random Features for Nonlinear Function Approximation,"Kenji Kawaguchi, Bo Xie, Le Song",http://arxiv.org/pdf/1702.08882v1,No journal ref found,none,cs.LG,Summary624,1703.01780v1,2017-03-06T09:34:56Z,Weight-averaged consistency targets improve semi-supervised deep learning results,"Antti Tarvainen, Harri Valpola",http://arxiv.org/pdf/1703.01780v1,No journal ref found,none,cs.NE,Summary625,1703.02065v1,2017-03-06T19:07:12Z,On the Expressive Power of Overlapping Operations of Deep Networks,"Or Sharir, Amnon Shashua",http://arxiv.org/pdf/1703.02065v1,No journal ref found,none,cs.LG,Summary626,cs/0105025v1,2001-05-15T19:07:28Z,Market-Based Reinforcement Learning in Partially Observable Worlds,"Ivo Kwee, Marcus Hutter, Juergen Schmidhuber",http://arxiv.org/pdf/cs/0105025v1,"Lecture Notes in Computer Science (LNCS 2130), Proceeding of the International Conference on Artificial Neural Networks ICANN (2001) 865-873",none,cs.AI,Summary627,cs/0204043v1,2002-04-20T05:02:53Z,Learning from Scarce Experience,"Leonid Peshkin, Christian R. Shelton",http://arxiv.org/pdf/cs/0204043v1,No journal ref found,none,cs.AI,Summary628,cs/0308025v1,2003-08-16T07:31:57Z,Controlled hierarchical filtering: Model of neocortical sensory processing,Andras Lorincz,http://arxiv.org/pdf/cs/0308025v1,No journal ref found,none,cs.NE,Summary629,cs/0402032v1,2004-02-15T07:40:45Z,Fitness inheritance in the Bayesian optimization algorithm,"Martin Pelikan, Kumara Sastry",http://arxiv.org/pdf/cs/0402032v1,No journal ref found,none,cs.NE,Summary630,cs/0404032v1,2004-04-15T02:59:10Z,When Do Differences Matter? On-Line Feature Extraction Through Cognitive Economy,David J. Finton,http://arxiv.org/pdf/cs/0404032v1,No journal ref found,none,cs.LG,Summary631,cs/0410004v1,2004-10-02T07:19:49Z,Applying Policy Iteration for Training Recurrent Neural Networks,"I. Szita, A. Lorincz",http://arxiv.org/pdf/cs/0410004v1,No journal ref found,none,cs.AI,Summary632,cs/0504069v1,2005-04-14T10:47:38Z,A Neural-Network Technique to Learn Concepts from Electroencephalograms,"Vitaly Schetinin, Joachim Schult",http://arxiv.org/pdf/cs/0504069v1,No journal ref found,none,cs.NE,Summary633,cs/0504070v1,2005-04-14T10:49:55Z,The Combined Technique for Detection of Artifacts in Clinical Electroencephalograms of Sleeping Newborns,"Vitaly Schetinin, Joachim Schult",http://arxiv.org/pdf/cs/0504070v1,No journal ref found,none,cs.NE,Summary634,0704.1028v1,2007-04-08T17:36:00Z,A neural network approach to ordinal regression,Jianlin Cheng,http://arxiv.org/pdf/0704.1028v1,No journal ref found,none,cs.LG,Summary635,0709.3965v2,2007-09-25T14:28:32Z,Evolving Classifiers: Methods for Incremental Learning,"Greg Hulley, Tshilidzi Marwala",http://arxiv.org/pdf/0709.3965v2,No journal ref found,none,cs.LG,Summary636,0712.0938v1,2007-12-06T13:52:04Z,Automatic Pattern Classification by Unsupervised Learning Using Dimensionality Reduction of Data with Mirroring Neural Networks,"Dasika Ratna Deepthi, G. R. Aditya Krishna, K. Eswaran",http://arxiv.org/pdf/0712.0938v1,"IEEE International Conference on Advances in Computer Vision and Information Tech. (IEEE, ACVIT-07), pp. 354 - 360 (2007)",none,cs.LG,Summary637,0712.3654v1,2007-12-21T10:05:52Z,Improving the Performance of PieceWise Linear Separation Incremental Algorithms for Practical Hardware Implementations,"Alejandro Chinea Manrique De Lara, Juan Manuel Moreno, Arostegui Jordi Madrenas, Joan Cabestany",http://arxiv.org/pdf/0712.3654v1,"Biological and Artificial Computation: From Neuroscience to Technology, J.Mira, R.Moreno-Diaz, J.Cabestany (eds.), pp. 607-616, Springer-Verlag, 1997",none,cs.NE,Summary638,1005.5556v2,2010-05-30T19:28:01Z,Empirical learning aided by weak domain knowledge in the form of feature importance,Ridwan Al Iqbal,http://arxiv.org/pdf/1005.5556v2,No journal ref found,none,cs.LG,Summary639,1006.4540v1,2010-06-23T14:53:33Z,A Novel Rough Set Reduct Algorithm for Medical Domain Based on Bee Colony Optimization,"N. Suguna, K. Thanushkodi",http://arxiv.org/pdf/1006.4540v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.LG,Summary640,1007.0546v4,2010-07-04T12:18:56Z,Computational Model of Music Sight Reading: A Reinforcement Learning Approach,"Keyvan Yahya, Pouyan Rafiei Fard",http://arxiv.org/pdf/1007.0546v4,No journal ref found,none,cs.AI,Summary641,1012.0841v1,2010-12-03T20:53:36Z,Automated Query Learning with Wikipedia and Genetic Programming,"Pekka Malo, Pyry Siitari, Ankur Sinha",http://arxiv.org/pdf/1012.0841v1,No journal ref found,none,cs.AI,Summary642,1106.0221v1,2011-06-01T16:16:14Z,Evolutionary Algorithms for Reinforcement Learning,"J. J. Grefenstette, D. E. Moriarty, A. C. Schultz",http://arxiv.org/pdf/1106.0221v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 241-276, 1999",none,cs.LG,Summary643,1112.4628v1,2011-12-20T09:50:53Z,Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction,"Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi",http://arxiv.org/pdf/1112.4628v1,"Journal of Computing, 3, 6 (2011), 135-142",none,cs.NE,Summary644,1212.6276v1,2012-12-26T22:31:13Z,Echo State Queueing Network: a new reservoir computing learning tool,"Sebastián Basterrech, Gerardo Rubino",http://arxiv.org/pdf/1212.6276v1,No journal ref found,none,cs.NE,Summary645,1111.2221v1,2011-11-09T14:44:58Z,Scaling Up Estimation of Distribution Algorithms For Continuous Optimization,"Weishan Dong, Tianshi Chen, Peter Tino, Xin Yao",http://arxiv.org/pdf/1111.2221v1,No journal ref found,none,cs.NE,Summary646,1109.4609v1,2011-09-21T18:45:03Z,Memristive fuzzy edge detector,"Farnood Merrikh-Bayat, Saeed Bagheri Shouraki",http://arxiv.org/pdf/1109.4609v1,No journal ref found,none,cs.NE,Summary647,1401.3464v1,2014-01-15T05:22:48Z,Learning Bayesian Network Equivalence Classes with Ant Colony Optimization,"Rónán Daly, Qiang Shen",http://arxiv.org/pdf/1401.3464v1,"Journal Of Artificial Intelligence Research, Volume 35, pages 391-447, 2009",none,cs.NE,Summary648,1203.4416v1,2012-03-20T12:59:15Z,On Training Deep Boltzmann Machines,"Guillaume Desjardins, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1203.4416v1,No journal ref found,none,cs.NE,Summary649,1203.5443v2,2012-03-24T20:11:21Z,"Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA","Martin Pelikan, Mark W. Hauschild, Pier Luca Lanzi",http://arxiv.org/pdf/1203.5443v2,No journal ref found,none,cs.NE,Summary650,1207.3760v1,2012-07-16T18:41:32Z,Towards a Self-Organized Agent-Based Simulation Model for Exploration of Human Synaptic Connections,"Önder Gürcan, Carole Bernon, Kemal S. Türker",http://arxiv.org/pdf/1207.3760v1,No journal ref found,none,cs.NE,Summary651,1207.4931v1,2012-07-20T12:15:12Z,Motion Planning Of an Autonomous Mobile Robot Using Artificial Neural Network,"G. N. Tripathi, V. Rihani",http://arxiv.org/pdf/1207.4931v1,No journal ref found,none,cs.RO,Summary652,1308.6415v2,2013-08-29T10:06:38Z,Learning-Based Procedural Content Generation,"Jonathan Roberts, Ke Chen",http://arxiv.org/pdf/1308.6415v2,No journal ref found,none,cs.AI,Summary653,1406.1509v3,2014-06-05T20:10:48Z,Systematic N-tuple Networks for Position Evaluation: Exceeding 90% in the Othello League,Wojciech Jaśkowski,http://arxiv.org/pdf/1406.1509v3,"ICGA Journal 37(2), 2014, pp. 85-96",none,cs.NE,Summary654,1407.3269v1,2014-07-11T14:21:22Z,Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation,"Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta, Christoph Kolodziejski, Florentin Wörgötter, Poramate Manoonpong",http://arxiv.org/pdf/1407.3269v1,No journal ref found,none,cs.AI,Summary655,1407.6315v1,2014-07-23T18:04:23Z,Quadratically constrained quadratic programming for classification using particle swarms and applications,"Deepak Kumar, A G Ramakrishnan",http://arxiv.org/pdf/1407.6315v1,No journal ref found,none,cs.AI,Summary656,1410.4615v3,2014-10-17T01:35:12Z,Learning to Execute,"Wojciech Zaremba, Ilya Sutskever",http://arxiv.org/pdf/1410.4615v3,No journal ref found,none,cs.NE,Summary657,1412.3409v2,2014-12-10T18:59:43Z,Teaching Deep Convolutional Neural Networks to Play Go,"Christopher Clark, Amos Storkey",http://arxiv.org/pdf/1412.3409v2,No journal ref found,none,cs.AI,Summary658,1412.7927v1,2014-12-26T11:08:42Z,Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBN,"Kratarth Goel, Raunaq Vohra, J. K. Sahoo",http://arxiv.org/pdf/1412.7927v1,"Lecture Notes in Computer Science Volume 8681, 2014, pp 217-224",none,cs.LG,Summary659,1507.04296v2,2015-07-15T16:56:56Z,Massively Parallel Methods for Deep Reinforcement Learning,"Arun Nair, Praveen Srinivasan, Sam Blackwell, Cagdas Alcicek, Rory Fearon, Alessandro De Maria, Vedavyas Panneershelvam, Mustafa Suleyman, Charles Beattie, Stig Petersen, Shane Legg, Volodymyr Mnih, Koray Kavukcuoglu, David Silver",http://arxiv.org/pdf/1507.04296v2,No journal ref found,none,cs.LG,Summary660,1507.07374v1,2015-07-27T11:50:44Z,A genetic algorithm for autonomous navigation in partially observable domain,"Maxim Borisyak, Andrey Ustyuzhanin",http://arxiv.org/pdf/1507.07374v1,No journal ref found,none,cs.LG,Summary661,1508.04186v2,2015-08-18T01:00:32Z,Distributed Deep Q-Learning,"Hao Yi Ong, Kevin Chavez, Augustus Hong",http://arxiv.org/pdf/1508.04186v2,No journal ref found,none,cs.LG,Summary662,1508.05128v2,2015-08-20T21:18:25Z,Lifted Relational Neural Networks,"Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezny, Ondrej Kuzelka",http://arxiv.org/pdf/1508.05128v2,No journal ref found,none,cs.AI,Summary663,1509.01549v2,2015-09-04T18:21:52Z,Giraffe: Using Deep Reinforcement Learning to Play Chess,Matthew Lai,http://arxiv.org/pdf/1509.01549v2,No journal ref found,none,cs.AI,Summary664,1510.08565v3,2015-10-29T05:31:28Z,Attention with Intention for a Neural Network Conversation Model,"Kaisheng Yao, Geoffrey Zweig, Baolin Peng",http://arxiv.org/pdf/1510.08565v3,No journal ref found,none,cs.NE,Summary665,1511.04143v4,2015-11-13T02:34:33Z,Deep Reinforcement Learning in Parameterized Action Space,"Matthew Hausknecht, Peter Stone",http://arxiv.org/pdf/1511.04143v4,No journal ref found,none,cs.AI,Summary666,1511.07401v2,2015-11-23T20:23:53Z,MazeBase: A Sandbox for Learning from Games,"Sainbayar Sukhbaatar, Arthur Szlam, Gabriel Synnaeve, Soumith Chintala, Rob Fergus",http://arxiv.org/pdf/1511.07401v2,No journal ref found,none,cs.LG,Summary667,1511.09249v1,2015-11-30T11:35:26Z,On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models,Juergen Schmidhuber,http://arxiv.org/pdf/1511.09249v1,No journal ref found,none,cs.AI,Summary668,1512.05509v1,2015-12-17T09:45:51Z,An Empirical Comparison of Neural Architectures for Reinforcement Learning in Partially Observable Environments,"Denis Steckelmacher, Peter Vrancx",http://arxiv.org/pdf/1512.05509v1,No journal ref found,none,cs.NE,Summary669,1601.06071v1,2016-01-22T16:59:01Z,Bitwise Neural Networks,"Minje Kim, Paris Smaragdis",http://arxiv.org/pdf/1601.06071v1,No journal ref found,none,cs.LG,Summary670,1602.02658v3,2016-02-08T17:27:31Z,Graying the black box: Understanding DQNs,"Tom Zahavy, Nir Ben Zrihem, Shie Mannor",http://arxiv.org/pdf/1602.02658v3,JMLR48.ICML33.2016,none,cs.LG,Summary671,1602.02685v2,2016-02-08T18:30:58Z,Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks,"Cristóbal Esteban, Oliver Staeck, Yinchong Yang, Volker Tresp",http://arxiv.org/pdf/1602.02685v2,No journal ref found,none,cs.LG,Summary672,1602.07868v3,2016-02-25T10:13:45Z,Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks,"Tim Salimans, Diederik P. Kingma",http://arxiv.org/pdf/1602.07868v3,No journal ref found,none,cs.LG,Summary673,1602.08332v2,2016-02-26T14:15:03Z,Bounded Rational Decision-Making in Feedforward Neural Networks,"Felix Leibfried, Daniel Alexander Braun",http://arxiv.org/pdf/1602.08332v2,No journal ref found,none,cs.AI,Summary674,1602.08671v3,2016-02-28T04:55:19Z,Lie Access Neural Turing Machine,Greg Yang,http://arxiv.org/pdf/1602.08671v3,No journal ref found,none,cs.NE,Summary675,1603.06212v1,2016-03-20T13:32:27Z,Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science,"Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz, Jason H. Moore",http://arxiv.org/pdf/1603.06212v1,No journal ref found,none,cs.NE,Summary676,1603.07704v2,2016-03-24T18:54:18Z,Probabilistic Reasoning via Deep Learning: Neural Association Models,"Quan Liu, Hui Jiang, Andrew Evdokimov, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu",http://arxiv.org/pdf/1603.07704v2,No journal ref found,none,cs.AI,Summary677,1603.08262v1,2016-03-27T22:01:59Z,Towards Machine Intelligence,Kamil Rocki,http://arxiv.org/pdf/1603.08262v1,No journal ref found,none,cs.AI,Summary678,1605.05365v2,2016-05-17T20:58:41Z,Dynamic Frame skip Deep Q Network,"Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran",http://arxiv.org/pdf/1605.05365v2,No journal ref found,none,cs.LG,Summary679,1605.06640v2,2016-05-21T13:24:14Z,Programming with a Differentiable Forth Interpreter,"Matko Bošnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel",http://arxiv.org/pdf/1605.06640v2,No journal ref found,none,cs.NE,Summary680,1605.06921v1,2016-05-23T07:36:49Z,Generative Choreography using Deep Learning,"Luka Crnkovic-Friis, Louise Crnkovic-Friis",http://arxiv.org/pdf/1605.06921v1,No journal ref found,none,cs.AI,Summary681,1606.04422v2,2016-06-14T15:25:28Z,Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge,"Luciano Serafini, Artur dAvila Garcez",http://arxiv.org/pdf/1606.04422v2,No journal ref found,none,cs.AI,Summary682,1606.04615v1,2016-06-15T01:57:40Z,Deep Reinforcement Learning With Macro-Actions,"Ishan P. Durugkar, Clemens Rosenbaum, Stefan Dernbach, Sridhar Mahadevan",http://arxiv.org/pdf/1606.04615v1,No journal ref found,none,cs.LG,Summary683,1607.08878v1,2016-07-29T18:06:39Z,Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool,"Randal S. Olson, Jason H. Moore",http://arxiv.org/pdf/1607.08878v1,No journal ref found,none,cs.NE,Summary684,1608.02971v1,2016-08-09T20:04:40Z,Neuroevolution-Based Inverse Reinforcement Learning,"Karan K. Budhraja, Tim Oates",http://arxiv.org/pdf/1608.02971v1,No journal ref found,none,cs.NE,Summary685,1608.04428v1,2016-08-15T22:34:50Z,TerpreT: A Probabilistic Programming Language for Program Induction,"Alexander L. Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, Daniel Tarlow",http://arxiv.org/pdf/1608.04428v1,No journal ref found,none,cs.LG,Summary686,1608.05745v4,2016-08-19T21:54:46Z,RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism,"Edward Choi, Mohammad Taha Bahadori, Joshua A. Kulas, Andy Schuetz, Walter F. Stewart, Jimeng Sun",http://arxiv.org/pdf/1608.05745v4,No journal ref found,none,cs.LG,Summary687,1608.08435v1,2016-08-30T13:08:06Z,Multi-Label Classification Method Based on Extreme Learning Machines,"Rajasekar Venkatesan, Meng Joo Er",http://arxiv.org/pdf/1608.08435v1,No journal ref found,none,cs.LG,Summary688,1608.08898v1,2016-08-31T14:56:12Z,A High Speed Multi-label Classifier based on Extreme Learning Machines,"Meng Joo Er, Rajasekar Venkatesan, Ning Wang",http://arxiv.org/pdf/1608.08898v1,No journal ref found,none,cs.LG,Summary689,1608.08905v1,2016-08-31T15:14:06Z,A Novel Online Real-time Classifier for Multi-label Data Streams,"Rajasekar Venkatesan, Meng Joo Er, Shiqian Wu, Mahardhika Pratama",http://arxiv.org/pdf/1608.08905v1,No journal ref found,none,cs.LG,Summary690,1609.00085v2,2016-09-01T01:50:18Z,A Novel Progressive Learning Technique for Multi-class Classification,"Rajasekar Venkatesan, Meng Joo Er",http://arxiv.org/pdf/1609.00085v2,No journal ref found,none,cs.LG,Summary691,1609.00086v1,2016-09-01T01:58:50Z,A novel online multi-label classifier for high-speed streaming data applications,"Rajasekar Venkatesan, Meng Joo Er, Mihika Dave, Mahardhika Pratama, Shiqian Wu",http://arxiv.org/pdf/1609.00086v1,No journal ref found,none,cs.LG,Summary692,1609.00222v2,2016-09-01T13:08:47Z,Ternary Neural Networks for Resource-Efficient AI Applications,"Hande Alemdar, Vincent Leroy, Adrien Prost-Boucle, Frédéric Pétrot",http://arxiv.org/pdf/1609.00222v2,No journal ref found,none,cs.LG,Summary693,1609.00843v1,2016-09-03T17:03:14Z,"An Online Universal Classifier for Binary, Multi-class and Multi-label Classification","Meng Joo Er, Rajasekar Venkatesan, Ning Wang",http://arxiv.org/pdf/1609.00843v1,No journal ref found,none,cs.LG,Summary694,1609.02226v3,2016-09-07T23:59:36Z,Fitted Learning: Models with Awareness of their Limits,"Navid Kardan, Kenneth O. Stanley",http://arxiv.org/pdf/1609.02226v3,No journal ref found,none,cs.AI,Summary695,1609.02228v2,2016-09-08T00:02:20Z,Learning to learn with backpropagation of Hebbian plasticity,Thomas Miconi,http://arxiv.org/pdf/1609.02228v2,No journal ref found,none,cs.NE,Summary696,1609.07706v1,2016-09-25T06:44:42Z,Learning by Stimulation Avoidance: A Principle to Control Spiking Neural Networks Dynamics,"Lana Sinapayen, Atsushi Masumori, Takashi Ikegami",http://arxiv.org/pdf/1609.07706v1,No journal ref found,none,cs.NE,Summary697,1610.01922v1,2016-10-06T16:08:52Z,Adaptive Online Sequential ELM for Concept Drift Tackling,"Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin",http://arxiv.org/pdf/1610.01922v1,"Computational Intelligence and Neuroscience Volume 2016 (2016), Article ID 8091267, 17 pages",none,cs.AI,Summary698,1610.02348v1,2016-10-07T16:53:09Z,Adaptive Convolutional ELM For Concept Drift Handling in Online Stream Data,"Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin",http://arxiv.org/pdf/1610.02348v1,No journal ref found,none,cs.AI,Summary699,1610.05984v1,2016-10-19T12:41:52Z,Particle Swarm Optimization for Generating Fuzzy Reinforcement Learning Policies,"Daniel Hein, Alexander Hentschel, Thomas Runkler, Steffen Udluft",http://arxiv.org/pdf/1610.05984v1,No journal ref found,none,cs.NE,Summary700,1610.06402v1,2016-10-20T13:29:56Z,A Growing Long-term Episodic & Semantic Memory,"Marc Pickett, Rami Al-Rfou, Louis Shao, Chris Tar",http://arxiv.org/pdf/1610.06402v1,No journal ref found,none,cs.AI,Summary701,1610.07675v6,2016-10-24T22:38:52Z,Surprisal-Driven Zoneout,"Kamil Rocki, Tomasz Kornuta, Tegan Maharaj",http://arxiv.org/pdf/1610.07675v6,No journal ref found,none,cs.LG,Summary702,1611.01578v2,2016-11-05T00:41:37Z,Neural Architecture Search with Reinforcement Learning,"Barret Zoph, Quoc V. Le",http://arxiv.org/pdf/1611.01578v2,No journal ref found,none,cs.LG,Summary703,1611.02512v1,2016-11-08T13:26:32Z,Cognitive Discriminative Mappings for Rapid Learning,"Wen-Chieh Fang, Yi-ting Chiang",http://arxiv.org/pdf/1611.02512v1,No journal ref found,none,cs.AI,Summary704,1611.05827v1,2016-11-17T19:29:27Z,Designing and Training Feedforward Neural Networks: A Smooth Optimisation Perspective,Hao Shen,http://arxiv.org/pdf/1611.05827v1,No journal ref found,none,cs.LG,Summary705,1611.09430v1,2016-11-28T23:39:20Z,Emergence of foveal image sampling from learning to attend in visual scenes,"Brian Cheung, Eric Weiss, Bruno Olshausen",http://arxiv.org/pdf/1611.09430v1,No journal ref found,none,cs.NE,Summary706,1612.00712v1,2016-12-02T15:46:09Z,Probabilistic Neural Programs,"Kenton W. Murray, Jayant Krishnamurthy",http://arxiv.org/pdf/1612.00712v1,No journal ref found,none,cs.NE,Summary707,1612.00745v1,2016-12-02T16:49:07Z,Cognitive Deep Machine Can Train Itself,"András Lőrincz, Máté Csákvári, Áron Fóthi, Zoltán Ádám Milacski, András Sárkány, Zoltán Tősér",http://arxiv.org/pdf/1612.00745v1,No journal ref found,none,cs.LG,Summary708,1612.00817v1,2016-12-02T20:08:22Z,Summary - TerpreT: A Probabilistic Programming Language for Program Induction,"Alexander L. Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, Daniel Tarlow",http://arxiv.org/pdf/1612.00817v1,No journal ref found,none,cs.LG,Summary709,1612.02734v1,2016-12-08T17:15:45Z,Learning in the Machine: Random Backpropagation and the Learning Channel,"Pierre Baldi, Peter Sadowski, Zhiqin Lu",http://arxiv.org/pdf/1612.02734v1,No journal ref found,none,cs.LG,Summary710,1612.07771v2,2016-12-22T19:57:35Z,Highway and Residual Networks learn Unrolled Iterative Estimation,"Klaus Greff, Rupesh K. Srivastava, Jürgen Schmidhuber",http://arxiv.org/pdf/1612.07771v2,No journal ref found,none,cs.NE,Summary711,1612.08810v2,2016-12-28T06:47:15Z,The Predictron: End-To-End Learning and Planning,"David Silver, Hado van Hasselt, Matteo Hessel, Tom Schaul, Arthur Guez, Tim Harley, Gabriel Dulac-Arnold, David Reichert, Neil Rabinowitz, Andre Barreto, Thomas Degris",http://arxiv.org/pdf/1612.08810v2,No journal ref found,none,cs.LG,Summary712,1612.09205v1,2016-12-29T17:14:05Z,Deep neural heart rate variability analysis,Tamas Madl,http://arxiv.org/pdf/1612.09205v1,No journal ref found,none,cs.NE,Summary713,1701.03866v1,2017-01-14T01:47:54Z,Long Timescale Credit Assignment in NeuralNetworks with External Memory,Steven Stenberg Hansen,http://arxiv.org/pdf/1701.03866v1,No journal ref found,none,cs.AI,Summary714,1702.02676v1,2017-02-09T02:02:27Z,Energy Saving Additive Neural Network,"Arman Afrasiyabi, Ozan Yildiz, Baris Nasir, Fatos T. Yarman Vural, A. Enis Cetin",http://arxiv.org/pdf/1702.02676v1,No journal ref found,none,cs.NE,Summary715,1702.06054v1,2017-02-20T16:32:07Z,Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning,"Sahil Sharma, Aravind S. Lakshminarayanan, Balaraman Ravindran",http://arxiv.org/pdf/1702.06054v1,No journal ref found,none,cs.LG,Summary716,1702.06186v2,2017-02-14T17:24:04Z,Survey of reasoning using Neural networks,Amit Sahu,http://arxiv.org/pdf/1702.06186v2,No journal ref found,none,cs.LG,Summary717,cs/9905013v1,1999-05-20T20:37:02Z,Robust Combining of Disparate Classifiers through Order Statistics,"Kagan Tumer, Joydeep Ghosh",http://arxiv.org/pdf/cs/9905013v1,No journal ref found,none,cs.LG,Summary718,1009.3589v1,2010-09-18T22:11:05Z,Deep Self-Taught Learning for Handwritten Character Recognition,"Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, Francois Savard, Guillaume Sicard",http://arxiv.org/pdf/1009.3589v1,No journal ref found,none,cs.LG,Summary719,1204.3968v1,2012-04-18T03:48:38Z,Convolutional Neural Networks Applied to House Numbers Digit Classification,"Pierre Sermanet, Soumith Chintala, Yann LeCun",http://arxiv.org/pdf/1204.3968v1,No journal ref found,none,cs.CV,Summary720,1301.3530v2,2013-01-15T23:42:21Z,The Neural Representation Benchmark and its Evaluation on Brain and Machine,"Charles F. Cadieu, Ha Hong, Dan Yamins, Nicolas Pinto, Najib J. Majaj, James J. DiCarlo",http://arxiv.org/pdf/1301.3530v2,No journal ref found,none,cs.NE,Summary721,1311.6881v1,2013-11-27T07:14:25Z,Color and Shape Content Based Image Classification using RBF Network and PSO Technique: A Survey,"Abhishek Pandey, Anjna Jayant Deen, Rajeev Pandey",http://arxiv.org/pdf/1311.6881v1,No journal ref found,none,cs.CV,Summary722,1311.7251v1,2013-11-28T09:44:45Z,Spatially-Adaptive Reconstruction in Computed Tomography using Neural Networks,"Joseph Shtok, Michael Zibulevsky, Michael Elad",http://arxiv.org/pdf/1311.7251v1,No journal ref found,none,cs.CV,Summary723,1312.4384v1,2013-12-16T14:51:00Z,Rectifying Self Organizing Maps for Automatic Concept Learning from Web Images,"Eren Golge, Pinar Duygulu",http://arxiv.org/pdf/1312.4384v1,No journal ref found,none,cs.CV,Summary724,1312.4400v3,2013-12-16T15:34:13Z,Network In Network,"Min Lin, Qiang Chen, Shuicheng Yan",http://arxiv.org/pdf/1312.4400v3,No journal ref found,none,cs.NE,Summary725,1312.4569v2,2013-11-05T10:45:48Z,Dropout improves Recurrent Neural Networks for Handwriting Recognition,"Vu Pham, Théodore Bluche, Christopher Kermorvant, Jérôme Louradour",http://arxiv.org/pdf/1312.4569v2,No journal ref found,none,cs.CV,Summary726,1312.5242v3,2013-12-18T17:44:17Z,Unsupervised feature learning by augmenting single images,"Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox",http://arxiv.org/pdf/1312.5242v3,No journal ref found,none,cs.CV,Summary727,1312.5783v1,2013-12-20T00:21:36Z,Unsupervised Feature Learning by Deep Sparse Coding,"Yunlong He, Koray Kavukcuoglu, Yun Wang, Arthur Szlam, Yanjun Qi",http://arxiv.org/pdf/1312.5783v1,No journal ref found,none,cs.LG,Summary728,1312.5851v5,2013-12-20T08:42:21Z,Fast Training of Convolutional Networks through FFTs,"Michael Mathieu, Mikael Henaff, Yann LeCun",http://arxiv.org/pdf/1312.5851v5,No journal ref found,none,cs.CV,Summary729,1312.6158v2,2013-12-20T21:56:38Z,Deep Belief Networks for Image Denoising,"Mohammad Ali Keyvanrad, Mohammad Pezeshki, Mohammad Ali Homayounpour",http://arxiv.org/pdf/1312.6158v2,No journal ref found,none,cs.LG,Summary730,1312.6171v2,2013-12-20T23:07:25Z,Learning Paired-associate Images with An Unsupervised Deep Learning Architecture,"Ti Wang, Daniel L. Silver",http://arxiv.org/pdf/1312.6171v2,No journal ref found,none,cs.NE,Summary731,1312.6186v1,2013-12-21T00:56:56Z,GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training,"Thomas Paine, Hailin Jin, Jianchao Yang, Zhe Lin, Thomas Huang",http://arxiv.org/pdf/1312.6186v1,No journal ref found,none,cs.CV,Summary732,1312.6199v4,2013-12-21T03:36:08Z,Intriguing properties of neural networks,"Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, Rob Fergus",http://arxiv.org/pdf/1312.6199v4,No journal ref found,none,cs.CV,Summary733,1312.6203v3,2013-12-21T04:25:53Z,Spectral Networks and Locally Connected Networks on Graphs,"Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun",http://arxiv.org/pdf/1312.6203v3,No journal ref found,none,cs.LG,Summary734,1312.6204v2,2013-12-21T04:32:51Z,One-Shot Adaptation of Supervised Deep Convolutional Models,"Judy Hoffman, Eric Tzeng, Jeff Donahue, Yangqing Jia, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1312.6204v2,No journal ref found,none,cs.CV,Summary735,1312.6885v1,2013-12-24T20:38:18Z,Deep learning for class-generic object detection,"Brody Huval, Adam Coates, Andrew Ng",http://arxiv.org/pdf/1312.6885v1,No journal ref found,none,cs.CV,Summary736,1312.7302v6,2013-12-27T17:41:13Z,Learning Human Pose Estimation Features with Convolutional Networks,"Arjun Jain, Jonathan Tompson, Mykhaylo Andriluka, Graham W. Taylor, Christoph Bregler",http://arxiv.org/pdf/1312.7302v6,No journal ref found,none,cs.CV,Summary737,1401.5535v2,2014-01-22T01:35:59Z,Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification,"Shu Kong, Zhuolin Jiang, Qiang Yang",http://arxiv.org/pdf/1401.5535v2,No journal ref found,none,cs.CV,Summary738,1405.6137v1,2014-02-05T20:05:34Z,An enhanced neural network based approach towards object extraction,"S. K. Katiyar, P. V. Arun",http://arxiv.org/pdf/1405.6137v1,No journal ref found,none,cs.CV,Summary739,1408.2938v1,2014-08-13T08:27:12Z,Learning Multi-Scale Representations for Material Classification,"Wenbin Li, Mario Fritz",http://arxiv.org/pdf/1408.2938v1,No journal ref found,none,cs.CV,Summary740,1408.3264v7,2014-08-14T12:37:57Z,A brief survey on deep belief networks and introducing a new object oriented toolbox (DeeBNet),"Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour",http://arxiv.org/pdf/1408.3264v7,No journal ref found,none,cs.CV,Summary741,1408.3750v1,2014-08-16T17:11:44Z,Real-time emotion recognition for gaming using deep convolutional network features,Sébastien Ouellet,http://arxiv.org/pdf/1408.3750v1,No journal ref found,none,cs.CV,Summary742,1408.5093v1,2014-06-20T23:00:32Z,Caffe: Convolutional Architecture for Fast Feature Embedding,"Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, Trevor Darrell",http://arxiv.org/pdf/1408.5093v1,No journal ref found,none,cs.CV,Summary743,1409.3970v3,2014-09-13T17:17:05Z,A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data,"Yin Zheng, Yu-Jin Zhang, Hugo Larochelle",http://arxiv.org/pdf/1409.3970v3,No journal ref found,none,cs.CV,Summary744,1409.4326v2,2014-09-15T16:54:42Z,Computing the Stereo Matching Cost with a Convolutional Neural Network,"Jure Žbontar, Yann LeCun",http://arxiv.org/pdf/1409.4326v2,No journal ref found,none,cs.CV,Summary745,1409.7963v1,2014-09-28T21:32:15Z,MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation,"Arjun Jain, Jonathan Tompson, Yann LeCun, Christoph Bregler",http://arxiv.org/pdf/1409.7963v1,No journal ref found,none,cs.CV,Summary746,1501.00777v1,2015-01-05T08:07:31Z,Sparse Deep Stacking Network for Image Classification,"Jun Li, Heyou Chang, Jian Yang",http://arxiv.org/pdf/1501.00777v1,No journal ref found,none,cs.CV,Summary747,1501.06115v2,2015-01-25T05:11:34Z,Constrained Extreme Learning Machines: A Study on Classification Cases,"Wentao Zhu, Jun Miao, Laiyun Qing",http://arxiv.org/pdf/1501.06115v2,No journal ref found,none,cs.LG,Summary748,1505.01749v3,2015-05-07T15:42:07Z,Object detection via a multi-region & semantic segmentation-aware CNN model,"Spyros Gidaris, Nikos Komodakis",http://arxiv.org/pdf/1505.01749v3,No journal ref found,none,cs.CV,Summary749,1505.03703v1,2015-05-14T12:35:19Z,A PCA-Based Convolutional Network,"Yanhai Gan, Jun Liu, Junyu Dong, Guoqiang Zhong",http://arxiv.org/pdf/1505.03703v1,No journal ref found,none,cs.LG,Summary750,1505.06795v2,2015-05-26T03:11:11Z,An Empirical Evaluation of Current Convolutional Architectures Ability to Manage Nuisance Location and Scale Variability,"Nikolaos Karianakis, Jingming Dong, Stefano Soatto",http://arxiv.org/pdf/1505.06795v2,No journal ref found,none,cs.CV,Summary751,1505.06798v2,2015-05-26T03:30:59Z,Accelerating Very Deep Convolutional Networks for Classification and Detection,"Xiangyu Zhang, Jianhua Zou, Kaiming He, Jian Sun",http://arxiv.org/pdf/1505.06798v2,No journal ref found,none,cs.CV,Summary752,1505.06800v1,2015-05-26T03:52:52Z,Boosting-like Deep Learning For Pedestrian Detection,"Lei Wang, Baochang Zhang",http://arxiv.org/pdf/1505.06800v1,No journal ref found,none,cs.CV,Summary753,1207.0580v1,2012-07-03T06:35:15Z,Improving neural networks by preventing co-adaptation of feature detectors,"Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan R. Salakhutdinov",http://arxiv.org/pdf/1207.0580v1,No journal ref found,none,cs.NE,Summary754,1207.5774v3,2012-07-22T16:30:07Z,A New Training Algorithm for Kanervas Sparse Distributed Memory,Lou Marvin Caraig,http://arxiv.org/pdf/1207.5774v3,No journal ref found,none,cs.CV,Summary755,1402.2031v1,2014-02-10T04:15:23Z,Deeply Coupled Auto-encoder Networks for Cross-view Classification,"Wen Wang, Zhen Cui, Hong Chang, Shiguang Shan, Xilin Chen",http://arxiv.org/pdf/1402.2031v1,No journal ref found,none,cs.CV,Summary756,1404.2903v1,2014-04-02T11:38:35Z,Thoughts on a Recursive Classifier Graph: a Multiclass Network for Deep Object Recognition,"Marius Leordeanu, Rahul Sukthankar",http://arxiv.org/pdf/1404.2903v1,No journal ref found,none,cs.CV,Summary757,1404.3606v2,2014-04-14T15:02:17Z,PCANet: A Simple Deep Learning Baseline for Image Classification?,"Tsung-Han Chan, Kui Jia, Shenghua Gao, Jiwen Lu, Zinan Zeng, Yi Ma",http://arxiv.org/pdf/1404.3606v2,No journal ref found,none,cs.CV,Summary758,1406.2080v4,2014-06-09T05:45:12Z,Training Convolutional Networks with Noisy Labels,"Sainbayar Sukhbaatar, Joan Bruna, Manohar Paluri, Lubomir Bourdev, Rob Fergus",http://arxiv.org/pdf/1406.2080v4,No journal ref found,none,cs.CV,Summary759,1406.2639v1,2014-06-06T22:43:42Z,A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations,"Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers",http://arxiv.org/pdf/1406.2639v1,Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 Volume 8673 of the series Lecture Notes in Computer Science pp 520-527,none,cs.CV,Summary760,1406.3474v1,2014-06-13T10:11:18Z,Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network,"Sijin Li, Zhi-Qiang Liu, Antoni B. Chan",http://arxiv.org/pdf/1406.3474v1,No journal ref found,none,cs.CV,Summary761,1406.6909v2,2014-06-26T15:07:14Z,Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks,"Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg, Martin Riedmiller, Thomas Brox",http://arxiv.org/pdf/1406.6909v2,No journal ref found,none,cs.LG,Summary762,1407.3068v2,2014-07-11T08:56:54Z,Deep Networks with Internal Selective Attention through Feedback Connections,"Marijn Stollenga, Jonathan Masci, Faustino Gomez, Juergen Schmidhuber",http://arxiv.org/pdf/1407.3068v2,No journal ref found,none,cs.CV,Summary763,1407.4764v3,2014-07-17T18:29:38Z,Efficient On-the-fly Category Retrieval using ConvNets and GPUs,"Ken Chatfield, Karen Simonyan, Andrew Zisserman",http://arxiv.org/pdf/1407.4764v3,No journal ref found,none,cs.CV,Summary764,1407.4979v1,2014-07-18T13:07:16Z,Deep Metric Learning for Practical Person Re-Identification,"Dong Yi, Zhen Lei, Stan Z. Li",http://arxiv.org/pdf/1407.4979v1,No journal ref found,none,cs.CV,Summary765,1410.0736v4,2014-10-03T01:17:20Z,HD-CNN: Hierarchical Deep Convolutional Neural Network for Large Scale Visual Recognition,"Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu",http://arxiv.org/pdf/1410.0736v4,No journal ref found,none,cs.CV,Summary766,1410.8586v1,2014-10-30T22:57:12Z,DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks,"Tao Chen, Damian Borth, Trevor Darrell, Shih-Fu Chang",http://arxiv.org/pdf/1410.8586v1,No journal ref found,none,cs.CV,Summary767,1411.1091v1,2014-11-04T21:35:55Z,Do Convnets Learn Correspondence?,"Jonathan Long, Ning Zhang, Trevor Darrell",http://arxiv.org/pdf/1411.1091v1,No journal ref found,none,cs.CV,Summary768,1411.1509v1,2014-11-06T07:03:15Z,Convolutional Neural Network-based Place Recognition,"Zetao Chen, Obadiah Lam, Adam Jacobson, Michael Milford",http://arxiv.org/pdf/1411.1509v1,No journal ref found,none,cs.CV,Summary769,1411.3815v6,2014-11-14T07:38:45Z,"Predictive Encoding of Contextual Relationships for Perceptual Inference, Interpolation and Prediction","Mingmin Zhao, Chengxu Zhuang, Yizhou Wang, Tai Sing Lee",http://arxiv.org/pdf/1411.3815v6,No journal ref found,none,cs.LG,Summary770,1411.5908v2,2014-11-21T15:14:42Z,Understanding image representations by measuring their equivariance and equivalence,"Karel Lenc, Andrea Vedaldi",http://arxiv.org/pdf/1411.5908v2,No journal ref found,none,cs.CV,Summary771,1411.5928v3,2014-11-21T16:01:04Z,"Learning to Generate Chairs, Tables and Cars with Convolutional Networks","Alexey Dosovitskiy, Jost Tobias Springenberg, Maxim Tatarchenko, Thomas Brox",http://arxiv.org/pdf/1411.5928v3,No journal ref found,none,cs.CV,Summary772,1411.6369v1,2014-11-24T07:28:21Z,Scale-Invariant Convolutional Neural Networks,"Yichong Xu, Tianjun Xiao, Jiaxing Zhang, Kuiyuan Yang, Zheng Zhang",http://arxiv.org/pdf/1411.6369v1,No journal ref found,none,cs.CV,Summary773,1412.1628v2,2014-12-04T11:30:57Z,Fisher Kernel for Deep Neural Activations,"Donggeun Yoo, Sunggyun Park, Joon-Young Lee, In So Kweon",http://arxiv.org/pdf/1412.1628v2,No journal ref found,none,cs.CV,Summary774,1412.3684v1,2014-12-10T18:23:13Z,Object Recognition Using Deep Neural Networks: A Survey,"Soren Goyal, Paul Benjamin",http://arxiv.org/pdf/1412.3684v1,No journal ref found,none,cs.CV,Summary775,1412.4564v3,2014-12-15T12:23:35Z,MatConvNet - Convolutional Neural Networks for MATLAB,"Andrea Vedaldi, Karel Lenc",http://arxiv.org/pdf/1412.4564v3,No journal ref found,none,cs.CV,Summary776,1412.5068v4,2014-12-11T23:03:49Z,Towards Deep Neural Network Architectures Robust to Adversarial Examples,"Shixiang Gu, Luca Rigazio",http://arxiv.org/pdf/1412.5068v4,No journal ref found,none,cs.LG,Summary777,1412.5104v1,2014-12-16T18:09:34Z,Locally Scale-Invariant Convolutional Neural Networks,"Angjoo Kanazawa, Abhishek Sharma, David Jacobs",http://arxiv.org/pdf/1412.5104v1,No journal ref found,none,cs.CV,Summary778,1412.6115v1,2014-12-18T21:09:01Z,Compressing Deep Convolutional Networks using Vector Quantization,"Yunchao Gong, Liu Liu, Ming Yang, Lubomir Bourdev",http://arxiv.org/pdf/1412.6115v1,No journal ref found,none,cs.CV,Summary779,1412.6296v2,2014-12-19T11:34:37Z,Generative Modeling of Convolutional Neural Networks,"Jifeng Dai, Yang Lu, Ying-Nian Wu",http://arxiv.org/pdf/1412.6296v2,No journal ref found,none,cs.CV,Summary780,1412.6583v4,2014-12-20T02:52:03Z,Discovering Hidden Factors of Variation in Deep Networks,"Brian Cheung, Jesse A. Livezey, Arjun K. Bansal, Bruno A. Olshausen",http://arxiv.org/pdf/1412.6583v4,No journal ref found,none,cs.LG,Summary781,1412.6596v3,2014-12-20T04:11:33Z,Training Deep Neural Networks on Noisy Labels with Bootstrapping,"Scott Reed, Honglak Lee, Dragomir Anguelov, Christian Szegedy, Dumitru Erhan, Andrew Rabinovich",http://arxiv.org/pdf/1412.6596v3,No journal ref found,none,cs.CV,Summary782,1412.6597v4,2014-12-20T04:20:55Z,An Analysis of Unsupervised Pre-training in Light of Recent Advances,"Tom Le Paine, Pooya Khorrami, Wei Han, Thomas S. Huang",http://arxiv.org/pdf/1412.6597v4,No journal ref found,none,cs.CV,Summary783,1412.6618v3,2014-12-20T07:08:54Z,Permutohedral Lattice CNNs,"Martin Kiefel, Varun Jampani, Peter V. Gehler",http://arxiv.org/pdf/1412.6618v3,No journal ref found,none,cs.CV,Summary784,1412.6806v3,2014-12-21T16:16:37Z,Striving for Simplicity: The All Convolutional Net,"Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox, Martin Riedmiller",http://arxiv.org/pdf/1412.6806v3,No journal ref found,none,cs.LG,Summary785,1412.6857v5,2014-12-22T01:16:50Z,Contour Detection Using Cost-Sensitive Convolutional Neural Networks,"Jyh-Jing Hwang, Tyng-Luh Liu",http://arxiv.org/pdf/1412.6857v5,No journal ref found,none,cs.CV,Summary786,1412.6885v1,2014-12-22T06:43:58Z,Half-CNN: A General Framework for Whole-Image Regression,"Jun Yuan, Bingbing Ni, Ashraf A. Kassim",http://arxiv.org/pdf/1412.6885v1,No journal ref found,none,cs.CV,Summary787,1412.7006v2,2014-12-22T14:54:53Z,Multi-modal Sensor Registration for Vehicle Perception via Deep Neural Networks,"Michael Giering, Vivek Venugopalan, Kishore Reddy",http://arxiv.org/pdf/1412.7006v2,No journal ref found,none,cs.CV,Summary788,1412.7007v3,2014-12-22T14:55:17Z,Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks,"Soumik Sarkar, Vivek Venugopalan, Kishore Reddy, Michael Giering, Julian Ryde, Navdeep Jaitly",http://arxiv.org/pdf/1412.7007v3,No journal ref found,none,cs.CV,Summary789,1412.7024v5,2014-12-22T15:22:45Z,Training deep neural networks with low precision multiplications,"Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David",http://arxiv.org/pdf/1412.7024v5,No journal ref found,none,cs.LG,Summary790,1412.7054v3,2014-12-22T17:06:07Z,Attention for Fine-Grained Categorization,"Pierre Sermanet, Andrea Frome, Esteban Real",http://arxiv.org/pdf/1412.7054v3,No journal ref found,none,cs.CV,Summary791,1412.7062v4,2014-12-22T17:18:33Z,Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs,"Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille",http://arxiv.org/pdf/1412.7062v4,No journal ref found,none,cs.CV,Summary792,1412.7122v4,2014-12-22T20:10:31Z,Learning Deep Object Detectors from 3D Models,"Xingchao Peng, Baochen Sun, Karim Ali, Kate Saenko",http://arxiv.org/pdf/1412.7122v4,No journal ref found,none,cs.CV,Summary793,1412.7144v4,2014-12-22T20:49:54Z,Fully Convolutional Multi-Class Multiple Instance Learning,"Deepak Pathak, Evan Shelhamer, Jonathan Long, Trevor Darrell",http://arxiv.org/pdf/1412.7144v4,No journal ref found,none,cs.CV,Summary794,1412.7155v4,2014-12-22T20:59:58Z,Learning Compact Convolutional Neural Networks with Nested Dropout,"Chelsea Finn, Lisa Anne Hendricks, Trevor Darrell",http://arxiv.org/pdf/1412.7155v4,No journal ref found,none,cs.CV,Summary795,1412.7190v4,2014-12-22T22:26:26Z,Convolutional Neural Networks for joint object detection and pose estimation: A comparative study,"Francisco Massa, Mathieu Aubry, Renaud Marlet",http://arxiv.org/pdf/1412.7190v4,No journal ref found,none,cs.CV,Summary796,1412.7259v3,2014-12-23T05:56:50Z,Unsupervised Feature Learning with C-SVDDNet,"Dong Wang, Xiaoyang Tan",http://arxiv.org/pdf/1412.7259v3,No journal ref found,none,cs.CV,Summary797,1412.7659v3,2014-12-24T13:19:20Z,Transformation Properties of Learned Visual Representations,"Taco S. Cohen, Max Welling",http://arxiv.org/pdf/1412.7659v3,No journal ref found,none,cs.LG,Summary798,1412.7755v2,2014-12-24T20:58:23Z,Multiple Object Recognition with Visual Attention,"Jimmy Ba, Volodymyr Mnih, Koray Kavukcuoglu",http://arxiv.org/pdf/1412.7755v2,No journal ref found,none,cs.LG,Summary799,1412.8307v2,2014-12-29T11:14:59Z,"Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the extreme learning machine algorithm","Mark D. McDonnell, Migel D. Tissera, Tony Vladusich, André van Schaik, Jonathan Tapson",http://arxiv.org/pdf/1412.8307v2,No journal ref found,none,cs.NE,Summary800,1502.04623v2,2015-02-16T16:48:56Z,DRAW: A Recurrent Neural Network For Image Generation,"Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Jimenez Rezende, Daan Wierstra",http://arxiv.org/pdf/1502.04623v2,No journal ref found,none,cs.CV,Summary801,1502.04681v3,2015-02-16T20:00:07Z,Unsupervised Learning of Video Representations using LSTMs,"Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov",http://arxiv.org/pdf/1502.04681v3,No journal ref found,none,cs.LG,Summary802,1502.07058v1,2015-02-25T05:58:43Z,Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval,"Adam W. Harley, Alex Ufkes, Konstantinos G. Derpanis",http://arxiv.org/pdf/1502.07058v1,No journal ref found,none,cs.CV,Summary803,1503.03167v4,2015-03-11T04:08:42Z,Deep Convolutional Inverse Graphics Network,"Tejas D. Kulkarni, Will Whitney, Pushmeet Kohli, Joshua B. Tenenbaum",http://arxiv.org/pdf/1503.03167v4,No journal ref found,none,cs.CV,Summary804,1503.03562v3,2015-03-12T02:24:31Z,Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation,"Zhiyong Cheng, Daniel Soudry, Zexi Mao, Zhenzhong Lan",http://arxiv.org/pdf/1503.03562v3,No journal ref found,none,cs.NE,Summary805,1503.04596v3,2015-03-16T10:41:30Z,Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network,"Mark D. McDonnell, Tony Vladusich",http://arxiv.org/pdf/1503.04596v3,No journal ref found,none,cs.NE,Summary806,1504.01989v1,2015-04-08T14:44:20Z,Pixel-wise Deep Learning for Contour Detection,"Jyh-Jing Hwang, Tyng-Luh Liu",http://arxiv.org/pdf/1504.01989v1,No journal ref found,none,cs.CV,Summary807,1504.02351v1,2015-04-09T15:27:49Z,When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition,"Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William Christmas, Stan Z. Li, Timothy Hospedales",http://arxiv.org/pdf/1504.02351v1,No journal ref found,none,cs.CV,Summary808,1504.03641v1,2015-04-14T17:53:51Z,Learning to Compare Image Patches via Convolutional Neural Networks,"Sergey Zagoruyko, Nikos Komodakis",http://arxiv.org/pdf/1504.03641v1,No journal ref found,none,cs.CV,Summary809,1506.00511v2,2015-06-01T14:37:06Z,Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions,"Jimmy Ba, Kevin Swersky, Sanja Fidler, Ruslan Salakhutdinov",http://arxiv.org/pdf/1506.00511v2,No journal ref found,none,cs.LG,Summary810,1506.01186v4,2015-06-03T09:54:31Z,Cyclical Learning Rates for Training Neural Networks,Leslie N. Smith,http://arxiv.org/pdf/1506.01186v4,No journal ref found,none,cs.CV,Summary811,1506.01195v2,2015-06-03T10:18:49Z,Implementation of Training Convolutional Neural Networks,"Tianyi Liu, Shuangsang Fang, Yuehui Zhao, Peng Wang, Jun Zhang",http://arxiv.org/pdf/1506.01195v2,No journal ref found,none,cs.CV,Summary812,1506.02626v3,2015-06-08T19:28:43Z,Learning both Weights and Connections for Efficient Neural Networks,"Song Han, Jeff Pool, John Tran, William J. Dally",http://arxiv.org/pdf/1506.02626v3,No journal ref found,none,cs.NE,Summary813,1506.02753v4,2015-06-09T02:31:40Z,Inverting Visual Representations with Convolutional Networks,"Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1506.02753v4,No journal ref found,none,cs.NE,Summary814,1506.03899v1,2015-06-12T05:45:36Z,Place classification with a graph regularized deep neural network model,"Yiyi Liao, Sarath Kodagoda, Yue Wang, Lei Shi, Yong Liu",http://arxiv.org/pdf/1506.03899v1,No journal ref found,none,cs.RO,Summary815,1506.04449v1,2015-06-14T23:16:40Z,Compressing Convolutional Neural Networks,"Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen",http://arxiv.org/pdf/1506.04449v1,No journal ref found,none,cs.LG,Summary816,1506.05163v1,2015-06-16T22:31:09Z,Deep Convolutional Networks on Graph-Structured Data,"Mikael Henaff, Joan Bruna, Yann LeCun",http://arxiv.org/pdf/1506.05163v1,No journal ref found,none,cs.LG,Summary817,1506.06579v1,2015-06-22T12:57:15Z,Understanding Neural Networks Through Deep Visualization,"Jason Yosinski, Jeff Clune, Anh Nguyen, Thomas Fuchs, Hod Lipson",http://arxiv.org/pdf/1506.06579v1,No journal ref found,none,cs.CV,Summary818,1507.01422v1,2015-07-06T12:43:26Z,End-to-end Convolutional Network for Saliency Prediction,"Junting Pan, Xavier Giró-i-Nieto",http://arxiv.org/pdf/1507.01422v1,No journal ref found,none,cs.CV,Summary819,1507.05053v1,2015-07-17T17:48:49Z,Massively Deep Artificial Neural Networks for Handwritten Digit Recognition,Keiron OShea,http://arxiv.org/pdf/1507.05053v1,No journal ref found,none,cs.CV,Summary820,1507.05775v2,2015-07-21T10:29:11Z,Compression of Fully-Connected Layer in Neural Network by Kronecker Product,"Shuchang Zhou, Jia-Nan Wu",http://arxiv.org/pdf/1507.05775v2,No journal ref found,none,cs.NE,Summary821,1507.06550v3,2015-07-23T16:20:57Z,Human Pose Estimation with Iterative Error Feedback,"Joao Carreira, Pulkit Agrawal, Katerina Fragkiadaki, Jitendra Malik",http://arxiv.org/pdf/1507.06550v3,No journal ref found,none,cs.CV,Summary822,1507.06821v2,2015-07-24T12:20:19Z,Multimodal Deep Learning for Robust RGB-D Object Recognition,"Andreas Eitel, Jost Tobias Springenberg, Luciano Spinello, Martin Riedmiller, Wolfram Burgard",http://arxiv.org/pdf/1507.06821v2,No journal ref found,none,cs.CV,Summary823,1507.08286v1,2015-07-29T20:11:12Z,Deep Learning for Single-View Instance Recognition,"David Held, Sebastian Thrun, Silvio Savarese",http://arxiv.org/pdf/1507.08286v1,No journal ref found,none,cs.CV,Summary824,1507.08818v6,2015-07-31T10:16:42Z,A Visual Embedding for the Unsupervised Extraction of Abstract Semantics,"D. Garcia-Gasulla, J. Béjar, U. Cortés, E. Ayguadé, J. Labarta, T. Suzumura, R. Chen",http://arxiv.org/pdf/1507.08818v6,No journal ref found,none,cs.CV,Summary825,1508.00330v2,2015-08-03T07:24:07Z,On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units,"Zhibin Liao, Gustavo Carneiro",http://arxiv.org/pdf/1508.00330v2,No journal ref found,none,cs.CV,Summary826,1508.01887v2,2015-08-08T11:42:21Z,Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy,"Zhanglin Peng, Ya Li, Zhaoquan Cai, Liang Lin",http://arxiv.org/pdf/1508.01887v2,No journal ref found,none,cs.CV,Summary827,1508.05463v4,2015-08-22T03:36:43Z,StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity,"Mohammad Javad Shafiee, Parthipan Siva, Alexander Wong",http://arxiv.org/pdf/1508.05463v4,No journal ref found,none,cs.CV,Summary828,1508.06535v1,2015-08-26T15:39:09Z,Deep Convolutional Neural Networks for Smile Recognition,Patrick O. Glauner,http://arxiv.org/pdf/1508.06535v1,No journal ref found,none,cs.CV,Summary829,1508.06585v5,2015-08-26T17:43:08Z,Towards universal neural nets: Gibbs machines and ACE,Galin Georgiev,http://arxiv.org/pdf/1508.06585v5,No journal ref found,none,cs.CV,Summary830,1508.06904v4,2015-08-27T15:50:26Z,Rapid Exact Signal Scanning with Deep Convolutional Neural Networks,"Markus Thom, Franz Gritschneder",http://arxiv.org/pdf/1508.06904v4,"IEEE Transactions on Signal Processing, vol. 65, no. 5, pp. 1235-1250 (2017)",none,cs.LG,Summary831,1509.01951v1,2015-09-07T08:49:39Z,Hierarchical Deep Learning Architecture For 10K Objects Classification,"Atul Laxman Katole, Krishna Prasad Yellapragada, Amish Kumar Bedi, Sehaj Singh Kalra, Mynepalli Siva Chaitanya",http://arxiv.org/pdf/1509.01951v1,Computer Science & Information Technology (CS & IT) (2015) 77-93,none,cs.CV,Summary832,1509.02470v1,2015-09-08T17:53:54Z,Deep Attributes from Context-Aware Regional Neural Codes,"Jianwei Luo, Jianguo Li, Jun Wang, Zhiguo Jiang, Yurong Chen",http://arxiv.org/pdf/1509.02470v1,No journal ref found,none,cs.CV,Summary833,1509.08038v1,2015-09-27T00:46:08Z,Deep Trans-layer Unsupervised Networks for Representation Learning,"Wentao Zhu, Jun Miao, Laiyun Qing, Xilin Chen",http://arxiv.org/pdf/1509.08038v1,No journal ref found,none,cs.NE,Summary834,1509.08745v5,2015-09-29T13:32:30Z,Compression of Deep Neural Networks on the Fly,"Guillaume Soulié, Vincent Gripon, Maëlys Robert",http://arxiv.org/pdf/1509.08745v5,No journal ref found,none,cs.LG,Summary835,1510.02969v2,2015-10-10T18:53:21Z,Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?,"Pooya Khorrami, Tom Le Paine, Thomas S. Huang",http://arxiv.org/pdf/1510.02969v2,No journal ref found,none,cs.CV,Summary836,1510.05970v2,2015-10-20T17:15:05Z,Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches,"Jure Žbontar, Yann LeCun",http://arxiv.org/pdf/1510.05970v2,"JMLR 17(65):1-32, 2016",none,cs.CV,Summary837,1510.06706v1,2015-10-22T18:14:42Z,ZNN - A Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-Core and Many-Core Shared Memory Machines,"Aleksandar Zlateski, Kisuk Lee, H. Sebastian Seung",http://arxiv.org/pdf/1510.06706v1,No journal ref found,none,cs.NE,Summary838,1511.00363v3,2015-11-02T02:50:05Z,BinaryConnect: Training Deep Neural Networks with binary weights during propagations,"Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David",http://arxiv.org/pdf/1511.00363v3,No journal ref found,none,cs.LG,Summary839,1511.00561v3,2015-11-02T15:51:03Z,SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation,"Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla",http://arxiv.org/pdf/1511.00561v3,No journal ref found,none,cs.CV,Summary840,1511.03416v4,2015-11-11T08:29:14Z,Visual7W: Grounded Question Answering in Images,"Yuke Zhu, Oliver Groth, Michael Bernstein, Li Fei-Fei",http://arxiv.org/pdf/1511.03416v4,No journal ref found,none,cs.CV,Summary841,1511.03908v4,2015-11-12T14:48:53Z,Learning Human Identity from Motion Patterns,"Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham Taylor",http://arxiv.org/pdf/1511.03908v4,No journal ref found,none,cs.LG,Summary842,1511.04524v2,2015-11-14T07:35:01Z,Efficient Training of Very Deep Neural Networks for Supervised Hashing,"Ziming Zhang, Yuting Chen, Venkatesh Saligrama",http://arxiv.org/pdf/1511.04524v2,No journal ref found,none,cs.CV,Summary843,1511.04855v1,2015-11-16T07:59:14Z,"Deep Learning for steganalysis is better than a Rich Model with an Ensemble Classifier, and is natively robust to the cover source-mismatch","Lionel Pibre, Pasquet Jérôme, Dino Ienco, Marc Chaumont",http://arxiv.org/pdf/1511.04855v1,No journal ref found,none,cs.MM,Summary844,1511.05122v9,2015-11-16T20:48:20Z,Adversarial Manipulation of Deep Representations,"Sara Sabour, Yanshuai Cao, Fartash Faghri, David J. Fleet",http://arxiv.org/pdf/1511.05122v9,No journal ref found,none,cs.CV,Summary845,1511.05298v3,2015-11-17T07:49:58Z,Structural-RNN: Deep Learning on Spatio-Temporal Graphs,"Ashesh Jain, Amir R. Zamir, Silvio Savarese, Ashutosh Saxena",http://arxiv.org/pdf/1511.05298v3,No journal ref found,none,cs.CV,Summary846,1511.05497v2,2015-11-17T18:26:11Z,Learning Neural Network Architectures using Backpropagation,"Suraj Srinivas, R. Venkatesh Babu",http://arxiv.org/pdf/1511.05497v2,No journal ref found,none,cs.LG,Summary847,1511.05607v2,2015-11-17T22:27:05Z,Identifying the Absorption Bump with Deep Learning,"Min Li, Sudeep Gaddam, Xiaolin Li, Yinan Zhao, Jingzhe Ma, Jian Ge",http://arxiv.org/pdf/1511.05607v2,No journal ref found,none,cs.CV,Summary848,1511.05635v1,2015-11-18T01:19:00Z,Competitive Multi-scale Convolution,"Zhibin Liao, Gustavo Carneiro",http://arxiv.org/pdf/1511.05635v1,No journal ref found,none,cs.CV,Summary849,1511.06085v5,2015-11-19T07:50:46Z,Variable Rate Image Compression with Recurrent Neural Networks,"George Toderici, Sean M. OMalley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar",http://arxiv.org/pdf/1511.06085v5,No journal ref found,none,cs.CV,Summary850,1511.06104v2,2015-11-19T09:44:57Z,Semi-supervised Learning for Convolutional Neural Networks via Online Graph Construction,"Sheng-Yi Bai, Sebastian Agethen, Ting-Hsuan Chao, Winston Hsu",http://arxiv.org/pdf/1511.06104v2,No journal ref found,none,cs.NE,Summary851,1511.06314v1,2015-11-19T19:19:58Z,Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks,"Stefan Lee, Senthil Purushwalkam, Michael Cogswell, David Crandall, Dhruv Batra",http://arxiv.org/pdf/1511.06314v1,No journal ref found,none,cs.CV,Summary852,1511.06348v2,2015-11-19T20:38:43Z,How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?,"Junghwan Cho, Kyewook Lee, Ellie Shin, Garry Choy, Synho Do",http://arxiv.org/pdf/1511.06348v2,No journal ref found,none,cs.LG,Summary853,1511.06432v4,2015-11-19T22:46:13Z,Delving Deeper into Convolutional Networks for Learning Video Representations,"Nicolas Ballas, Li Yao, Chris Pal, Aaron Courville",http://arxiv.org/pdf/1511.06432v4,No journal ref found,none,cs.CV,Summary854,1511.06744v3,2015-11-20T20:14:28Z,Training CNNs with Low-Rank Filters for Efficient Image Classification,"Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi",http://arxiv.org/pdf/1511.06744v3,"International Conference on Learning Representations (ICLR), San Juan, Puerto Rico, 2-4 May 2016",none,cs.CV,Summary855,1511.06951v1,2015-11-22T02:33:08Z,Gradual DropIn of Layers to Train Very Deep Neural Networks,"Leslie N. Smith, Emily M. Hand, Timothy Doster",http://arxiv.org/pdf/1511.06951v1,No journal ref found,none,cs.NE,Summary856,1511.07763v2,2015-11-24T15:42:01Z,LocNet: Improving Localization Accuracy for Object Detection,"Spyros Gidaris, Nikos Komodakis",http://arxiv.org/pdf/1511.07763v2,No journal ref found,none,cs.CV,Summary857,1511.08458v2,2015-11-26T17:45:01Z,An Introduction to Convolutional Neural Networks,"Keiron OShea, Ryan Nash",http://arxiv.org/pdf/1511.08458v2,No journal ref found,none,cs.NE,Summary858,1512.00242v1,2015-12-01T12:46:11Z,Towards Dropout Training for Convolutional Neural Networks,"Haibing Wu, Xiaodong Gu",http://arxiv.org/pdf/1512.00242v1,Neural Networks 71: 1-10 (2015),none,cs.LG,Summary859,1512.01289v2,2015-12-04T00:24:16Z,Predicting and visualizing psychological attributions with a deep neural network,"Edward Grant, Stephan Sahm, Mariam Zabihi, Marcel van Gerven",http://arxiv.org/pdf/1512.01289v2,No journal ref found,none,cs.CV,Summary860,1512.01400v1,2015-12-04T13:18:37Z,Max-Pooling Dropout for Regularization of Convolutional Neural Networks,"Haibing Wu, Xiaodong Gu",http://arxiv.org/pdf/1512.01400v1,No journal ref found,none,cs.LG,Summary861,1512.01596v3,2015-12-04T23:58:47Z,Creation of a Deep Convolutional Auto-Encoder in Caffe,"Volodymyr Turchenko, Artur Luczak",http://arxiv.org/pdf/1512.01596v3,No journal ref found,none,cs.NE,Summary862,1512.02497v2,2015-12-08T15:04:46Z,Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views,"Francisco Massa, Bryan Russell, Mathieu Aubry",http://arxiv.org/pdf/1512.02497v2,No journal ref found,none,cs.CV,Summary863,1512.02767v2,2015-12-09T06:45:23Z,Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding,"Michael Maire, Takuya Narihira, Stella X. Yu",http://arxiv.org/pdf/1512.02767v2,No journal ref found,none,cs.CV,Summary864,1512.04509v2,2015-12-14T20:44:12Z,On non-iterative training of a neural classifier,"K. Eswaran, K. Damodhar Rao",http://arxiv.org/pdf/1512.04509v2,No journal ref found,none,cs.CV,Summary865,1512.06757v2,2015-12-21T18:42:45Z,GraphConnect: A Regularization Framework for Neural Networks,"Jiaji Huang, Qiang Qiu, Robert Calderbank, Guillermo Sapiro",http://arxiv.org/pdf/1512.06757v2,No journal ref found,none,cs.CV,Summary866,1512.07108v5,2015-12-22T14:54:34Z,Recent Advances in Convolutional Neural Networks,"Jiuxiang Gu, Zhenhua Wang, Jason Kuen, Lianyang Ma, Amir Shahroudy, Bing Shuai, Ting Liu, Xingxing Wang, Gang Wang",http://arxiv.org/pdf/1512.07108v5,No journal ref found,none,cs.CV,Summary867,1601.04155v2,2016-01-16T10:59:40Z,Brain-Inspired Deep Networks for Image Aesthetics Assessment,"Zhangyang Wang, Shiyu Chang, Florin Dolcos, Diane Beck, Ding Liu, Thomas S. Huang",http://arxiv.org/pdf/1601.04155v2,No journal ref found,none,cs.CV,Summary868,1601.06759v3,2016-01-25T20:34:24Z,Pixel Recurrent Neural Networks,"Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu",http://arxiv.org/pdf/1601.06759v3,No journal ref found,none,cs.CV,Summary869,1602.00172v1,2016-01-30T23:59:04Z,Deep Learning For Smile Recognition,Patrick O. Glauner,http://arxiv.org/pdf/1602.00172v1,No journal ref found,none,cs.CV,Summary870,1602.02644v2,2016-02-08T16:50:28Z,Generating Images with Perceptual Similarity Metrics based on Deep Networks,"Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1602.02644v2,No journal ref found,none,cs.LG,Summary871,1602.02660v2,2016-02-08T17:37:16Z,Exploiting Cyclic Symmetry in Convolutional Neural Networks,"Sander Dieleman, Jeffrey De Fauw, Koray Kavukcuoglu",http://arxiv.org/pdf/1602.02660v2,No journal ref found,none,cs.LG,Summary872,1602.02865v1,2016-02-09T05:30:33Z,The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks,"Babak Saleh, Ahmed Elgammal, Jacob Feldman",http://arxiv.org/pdf/1602.02865v1,No journal ref found,none,cs.CV,Summary873,1602.07373v1,2016-02-24T02:39:47Z,On Study of the Binarized Deep Neural Network for Image Classification,"Song Wang, Dongchun Ren, Li Chen, Wei Fan, Jun Sun, Satoshi Naoi",http://arxiv.org/pdf/1602.07373v1,No journal ref found,none,cs.NE,Summary874,1602.07383v1,2016-02-24T03:35:42Z,Automatic Moth Detection from Trap Images for Pest Management,"Weiguang Ding, Graham Taylor",http://arxiv.org/pdf/1602.07383v1,No journal ref found,none,cs.CV,Summary875,1602.08486v2,2016-02-26T10:17:53Z,A Single Model Explains both Visual and Auditory Precortical Coding,"Honghao Shan, Matthew H. Tong, Garrison W. Cottrell",http://arxiv.org/pdf/1602.08486v2,No journal ref found,none,q-bio.NC,Summary876,1603.01670v2,2016-03-05T02:06:43Z,Network Morphism,"Tao Wei, Changhu Wang, Yong Rui, Chang Wen Chen",http://arxiv.org/pdf/1603.01670v2,No journal ref found,none,cs.LG,Summary877,1603.02636v2,2016-03-08T19:39:19Z,DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data,"Lucas Beyer, Alexander Hermans, Bastian Leibe",http://arxiv.org/pdf/1603.02636v2,No journal ref found,none,cs.RO,Summary878,1603.03657v1,2016-03-11T15:16:09Z,Efficient forward propagation of time-sequences in convolutional neural networks using Deep Shifting,"Koen Groenland, Sander Bohte",http://arxiv.org/pdf/1603.03657v1,No journal ref found,none,cs.LG,Summary879,1603.04000v1,2016-03-13T05:44:57Z,Learning Typographic Style,Shumeet Baluja,http://arxiv.org/pdf/1603.04000v1,No journal ref found,none,cs.CV,Summary880,1603.07839v1,2016-03-25T08:02:41Z,Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video,"Adedotun Akintayo, Kin Gwn Lore, Soumalya Sarkar, Soumik Sarkar",http://arxiv.org/pdf/1603.07839v1,No journal ref found,none,cs.CV,Summary881,1603.08233v2,2016-03-27T16:36:43Z,Evolution of active categorical image classification via saccadic eye movement,"Randal S. Olson, Jason H. Moore, Christoph Adami",http://arxiv.org/pdf/1603.08233v2,Lecture Notes in Computer Science 9921 (2016) 581-590,none,cs.CV,Summary882,1603.08367v1,2016-03-28T12:06:49Z,Sparse Activity and Sparse Connectivity in Supervised Learning,"Markus Thom, Günther Palm",http://arxiv.org/pdf/1603.08367v1,"Journal of Machine Learning Research, vol. 14, pp. 1091-1143, 2013",none,cs.LG,Summary883,1603.09382v3,2016-03-30T20:58:07Z,Deep Networks with Stochastic Depth,"Gao Huang, Yu Sun, Zhuang Liu, Daniel Sedra, Kilian Weinberger",http://arxiv.org/pdf/1603.09382v3,No journal ref found,none,cs.LG,Summary884,1604.02376v2,2016-04-08T15:33:30Z,Finding Optimal Combination of Kernels using Genetic Programming,Jyothi Korra,http://arxiv.org/pdf/1604.02376v2,No journal ref found,none,cs.CV,Summary885,1604.02646v3,2016-04-10T07:02:40Z,Visualization Regularizers for Neural Network based Image Recognition,"Biswajit Paria, Vikas Reddy, Anirban Santara, Pabitra Mitra",http://arxiv.org/pdf/1604.02646v3,No journal ref found,none,cs.LG,Summary886,1604.03058v5,2016-04-11T18:39:33Z,Binarized Neural Networks on the ImageNet Classification Task,"Xundong Wu, Yong Wu, Yong Zhao",http://arxiv.org/pdf/1604.03058v5,No journal ref found,none,cs.CV,Summary887,1604.03073v2,2016-04-11T19:14:05Z,Reservoir computing for spatiotemporal signal classification without trained output weights,Ashley Prater,http://arxiv.org/pdf/1604.03073v2,No journal ref found,none,cs.NE,Summary888,1604.04125v1,2016-04-14T12:10:23Z,Filling in the details: Perceiving from low fidelity images,"Farahnaz Ahmed Wick, Michael L. Wick, Marc Pomplun",http://arxiv.org/pdf/1604.04125v1,No journal ref found,none,cs.CV,Summary889,1604.04144v1,2016-04-14T13:12:07Z,Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle,"Jason Kuen, Kian Ming Lim, Chin Poo Lee",http://arxiv.org/pdf/1604.04144v1,No journal ref found,none,cs.CV,Summary890,1604.04528v1,2016-04-15T14:55:27Z,Tracking Human-like Natural Motion Using Deep Recurrent Neural Networks,"Youngbin Park, Sungphill Moon, Il Hong Suh",http://arxiv.org/pdf/1604.04528v1,No journal ref found,none,cs.CV,Summary891,1604.04573v1,2016-04-15T17:10:54Z,CNN-RNN: A Unified Framework for Multi-label Image Classification,"Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu",http://arxiv.org/pdf/1604.04573v1,No journal ref found,none,cs.CV,Summary892,1604.04767v1,2016-04-16T15:42:12Z,Efficient Dictionary Learning with Sparseness-Enforcing Projections,"Markus Thom, Matthias Rapp, Günther Palm",http://arxiv.org/pdf/1604.04767v1,"International Journal of Computer Vision, vol. 114, no. 2, pp. 168-194, 2015",none,cs.LG,Summary893,1604.04970v3,2016-04-18T03:16:56Z,Deep Aesthetic Quality Assessment with Semantic Information,"Yueying Kao, Ran He, Kaiqi Huang",http://arxiv.org/pdf/1604.04970v3,No journal ref found,none,cs.CV,Summary894,1604.06154v1,2016-04-21T01:47:33Z,Deep Adaptive Network: An Efficient Deep Neural Network with Sparse Binary Connections,"Xichuan Zhou, Shengli Li, Kai Qin, Kunping Li, Fang Tang, Shengdong Hu, Shujun Liu, Zhi Lin",http://arxiv.org/pdf/1604.06154v1,No journal ref found,none,cs.LG,Summary895,1604.07316v1,2016-04-25T16:03:56Z,End to End Learning for Self-Driving Cars,"Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, Karol Zieba",http://arxiv.org/pdf/1604.07316v1,No journal ref found,none,cs.CV,Summary896,1604.07904v1,2016-04-27T02:16:43Z,Image Colorization Using a Deep Convolutional Neural Network,"Tung Nguyen, Kazuki Mori, Ruck Thawonmas",http://arxiv.org/pdf/1604.07904v1,"Proc. of ASIAGRAPH 2016, Toyama, Japan, pp. 49-50, Mar. 5-6, 2016",none,cs.CV,Summary897,1604.08220v1,2016-04-27T20:05:45Z,Diving deeper into mentee networks,"Ragav Venkatesan, Baoxin Li",http://arxiv.org/pdf/1604.08220v1,No journal ref found,none,cs.LG,Summary898,1604.08352v1,2016-04-28T09:08:30Z,Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition,Théodore Bluche,http://arxiv.org/pdf/1604.08352v1,No journal ref found,none,cs.CV,Summary899,1605.01369v2,2016-05-04T18:17:37Z,Accelerating Deep Learning with Shrinkage and Recall,"Shuai Zheng, Abhinav Vishnu, Chris Ding",http://arxiv.org/pdf/1605.01369v2,No journal ref found,none,cs.LG,Summary900,1605.01713v2,2016-05-05T19:52:32Z,Not Just a Black Box: Learning Important Features Through Propagating Activation Differences,"Avanti Shrikumar, Peyton Greenside, Anna Shcherbina, Anshul Kundaje",http://arxiv.org/pdf/1605.01713v2,No journal ref found,none,cs.LG,Summary901,1605.02766v3,2016-05-09T20:33:30Z,"LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning","Chengxi Ye, Chen Zhao, Yezhou Yang, Cornelia Fermuller, Yiannis Aloimonos",http://arxiv.org/pdf/1605.02766v3,No journal ref found,none,cs.LG,Summary902,1605.05368v3,2016-05-17T21:07:18Z,Deep Action Sequence Learning for Causal Shape Transformation,"Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar",http://arxiv.org/pdf/1605.05368v3,No journal ref found,none,cs.LG,Summary903,1605.06402v1,2016-05-20T15:22:29Z,Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks,Philipp Gysel,http://arxiv.org/pdf/1605.06402v1,No journal ref found,none,cs.CV,Summary904,1605.06465v1,2016-05-20T18:39:33Z,Swapout: Learning an ensemble of deep architectures,"Saurabh Singh, Derek Hoiem, David Forsyth",http://arxiv.org/pdf/1605.06465v1,No journal ref found,none,cs.CV,Summary905,1605.06489v3,2016-05-20T19:51:37Z,Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups,"Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi",http://arxiv.org/pdf/1605.06489v3,No journal ref found,none,cs.NE,Summary906,1605.07146v3,2016-05-23T19:27:13Z,Wide Residual Networks,"Sergey Zagoruyko, Nikos Komodakis",http://arxiv.org/pdf/1605.07146v3,No journal ref found,none,cs.CV,Summary907,1605.07262v1,2016-05-24T02:18:21Z,Measuring Neural Net Robustness with Constraints,"Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi",http://arxiv.org/pdf/1605.07262v1,"30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain",none,cs.LG,Summary908,1605.08512v1,2016-05-27T06:02:48Z,SNN: Stacked Neural Networks,"Milad Mohammadi, Subhasis Das",http://arxiv.org/pdf/1605.08512v1,No journal ref found,none,cs.LG,Summary909,1605.09332v3,2016-05-30T17:16:40Z,Parametric Exponential Linear Unit for Deep Convolutional Neural Networks,"Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa",http://arxiv.org/pdf/1605.09332v3,No journal ref found,none,cs.LG,Summary910,1605.09507v3,2016-05-31T07:11:18Z,Deep convolutional neural networks for predominant instrument recognition in polyphonic music,"Yoonchang Han, Jaehun Kim, Kyogu Lee",http://arxiv.org/pdf/1605.09507v3,"Published in: IEEE/ACM Transactions on Audio, Speech, and Language Processing ( Volume: 25, Issue: 1, Jan. 2017 ) Page(s): 208 - 221",none,cs.SD,Summary911,1606.00611v1,2016-06-02T10:37:46Z,Autoconvolution for Unsupervised Feature Learning,"Boris Knyazev, Erhardt Barth, Thomas Martinetz",http://arxiv.org/pdf/1606.00611v1,No journal ref found,none,cs.CV,Summary912,1606.01166v2,2016-06-03T16:18:22Z,Generalizing the Convolution Operator to Extend CNNs to Irregular Domains,"Jean-Charles Vialatte, Vincent Gripon, Grégoire Mercier",http://arxiv.org/pdf/1606.01166v2,No journal ref found,none,cs.LG,Summary913,1606.01981v1,2016-06-07T00:28:42Z,Deep neural networks are robust to weight binarization and other non-linear distortions,"Paul Merolla, Rathinakumar Appuswamy, John Arthur, Steve K. Esser, Dharmendra Modha",http://arxiv.org/pdf/1606.01981v1,No journal ref found,none,cs.NE,Summary914,1606.02228v2,2016-06-07T17:38:06Z,Systematic evaluation of CNN advances on the ImageNet,"Dmytro Mishkin, Nikolay Sergievskiy, Jiri Matas",http://arxiv.org/pdf/1606.02228v2,No journal ref found,none,cs.NE,Summary915,1606.02492v4,2016-06-08T10:17:51Z,Convolutional Neural Fabrics,"Shreyas Saxena, Jakob Verbeek",http://arxiv.org/pdf/1606.02492v4,No journal ref found,none,cs.CV,Summary916,1606.02580v1,2016-06-08T14:37:39Z,Convolution by Evolution: Differentiable Pattern Producing Networks,"Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra",http://arxiv.org/pdf/1606.02580v1,No journal ref found,none,cs.NE,Summary917,1606.03498v1,2016-06-10T22:53:35Z,Improved Techniques for Training GANs,"Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, Xi Chen",http://arxiv.org/pdf/1606.03498v1,No journal ref found,none,cs.LG,Summary918,1606.04189v2,2016-06-14T01:35:12Z,Inverting face embeddings with convolutional neural networks,"Andrey Zhmoginov, Mark Sandler",http://arxiv.org/pdf/1606.04189v2,No journal ref found,none,cs.CV,Summary919,1606.04801v2,2016-06-15T14:56:42Z,A Powerful Generative Model Using Random Weights for the Deep Image Representation,"Kun He, Yan Wang, John Hopcroft",http://arxiv.org/pdf/1606.04801v2,No journal ref found,none,cs.CV,Summary920,1607.03250v1,2016-07-12T07:43:01Z,Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures,"Hengyuan Hu, Rui Peng, Yu-Wing Tai, Chi-Keung Tang",http://arxiv.org/pdf/1607.03250v1,No journal ref found,none,cs.NE,Summary921,1607.06125v1,2016-07-20T21:02:16Z,Sequence to sequence learning for unconstrained scene text recognition,Ahmed Mamdouh A. Hassanien,http://arxiv.org/pdf/1607.06125v1,No journal ref found,none,cs.CV,Summary922,1607.07695v2,2016-07-12T17:26:31Z,Hierarchical Multi-resolution Mesh Networks for Brain Decoding,"Itir Onal Ertugrul, Mete Ozay, Fatos Tunay Yarman Vural",http://arxiv.org/pdf/1607.07695v2,No journal ref found,none,cs.NE,Summary923,1607.08064v2,2016-07-27T12:41:00Z,CNN-based Patch Matching for Optical Flow with Thresholded Hinge Loss,"Christian Bailer, Kiran Varanasi, Didier Stricker",http://arxiv.org/pdf/1607.08064v2,No journal ref found,none,cs.CV,Summary924,1608.00530v1,2016-08-01T19:13:58Z,Visible Progress on Adversarial Images and a New Saliency Map,"Dan Hendrycks, Kevin Gimpel",http://arxiv.org/pdf/1608.00530v1,No journal ref found,none,cs.LG,Summary925,1608.00611v1,2016-08-01T20:51:29Z,Attention Tree: Learning Hierarchies of Visual Features for Large-Scale Image Recognition,"Priyadarshini Panda, Kaushik Roy",http://arxiv.org/pdf/1608.00611v1,No journal ref found,none,cs.CV,Summary926,1608.02728v1,2016-08-09T08:59:47Z,OnionNet: Sharing Features in Cascaded Deep Classifiers,"Martin Simonovsky, Nikos Komodakis",http://arxiv.org/pdf/1608.02728v1,No journal ref found,none,cs.CV,Summary927,1608.03644v4,2016-08-12T00:43:59Z,Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks,"Jack Lanchantin, Ritambhara Singh, Beilun Wang, Yanjun Qi",http://arxiv.org/pdf/1608.03644v4,No journal ref found,none,cs.LG,Summary928,1608.03793v2,2016-08-12T13:50:24Z,Applying Deep Learning to Basketball Trajectories,"Rajiv Shah, Rob Romijnders",http://arxiv.org/pdf/1608.03793v2,No journal ref found,none,cs.NE,Summary929,1608.04363v2,2016-08-15T18:57:10Z,Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification,"Justin Salamon, Juan Pablo Bello",http://arxiv.org/pdf/1608.04363v2,No journal ref found,none,cs.SD,Summary930,1608.04493v2,2016-08-16T06:23:05Z,Dynamic Network Surgery for Efficient DNNs,"Yiwen Guo, Anbang Yao, Yurong Chen",http://arxiv.org/pdf/1608.04493v2,No journal ref found,none,cs.NE,Summary931,1609.03894v1,2016-09-13T15:19:38Z,Crafting a multi-task CNN for viewpoint estimation,"Francisco Massa, Renaud Marlet, Mathieu Aubry",http://arxiv.org/pdf/1609.03894v1,No journal ref found,none,cs.CV,Summary932,1609.05396v1,2016-09-17T21:46:21Z,A Deep Metric for Multimodal Registration,"Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis",http://arxiv.org/pdf/1609.05396v1,No journal ref found,none,cs.CV,Summary933,1610.02136v1,2016-10-07T04:06:01Z,A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks,"Dan Hendrycks, Kevin Gimpel",http://arxiv.org/pdf/1610.02136v1,No journal ref found,none,cs.NE,Summary934,1610.03628v1,2016-10-12T07:56:24Z,RetiNet: Automatic AMD identification in OCT volumetric data,"Stefanos Apostolopoulos, Carlos Ciller, Sandro I. De Zanet, Sebastian Wolf, Raphael Sznitman",http://arxiv.org/pdf/1610.03628v1,No journal ref found,none,cs.CV,Summary935,1610.06421v1,2016-10-15T18:48:00Z,Mixed Neural Network Approach for Temporal Sleep Stage Classification,"Hao Dong, Akara Supratak, Wei Pan, Chao Wu, Paul M. Matthews, Yike Guo",http://arxiv.org/pdf/1610.06421v1,No journal ref found,none,q-bio.NC,Summary936,1611.00591v1,2016-09-04T16:20:13Z,Deep Neural Networks for HDR imaging,Kshiteej Sheth,http://arxiv.org/pdf/1611.00591v1,No journal ref found,none,cs.CV,Summary937,1611.00847v3,2016-11-02T23:48:04Z,Deep Convolutional Neural Network Design Patterns,"Leslie N. Smith, Nicholay Topin",http://arxiv.org/pdf/1611.00847v3,No journal ref found,none,cs.LG,Summary938,1611.02261v3,2016-11-07T20:50:08Z,Memory-augmented Attention Modelling for Videos,"Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing Bing Kang, Pushmeet Kohli",http://arxiv.org/pdf/1611.02261v3,No journal ref found,none,cs.CV,Summary939,1611.05552v4,2016-11-17T03:45:48Z,DelugeNets: Deep Networks with Massive and Flexible Cross-layer Information Inflows,"Jason Kuen, Xiangfei Kong, Gang Wang",http://arxiv.org/pdf/1611.05552v4,No journal ref found,none,cs.CV,Summary940,1611.06321v2,2016-11-19T07:18:17Z,Learning the Number of Neurons in Deep Networks,"Jose M Alvarez, Mathieu Salzmann",http://arxiv.org/pdf/1611.06321v2,No journal ref found,none,cs.CV,Summary941,1611.06453v1,2016-11-20T00:21:32Z,Fast Video Classification via Adaptive Cascading of Deep Models,"Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy",http://arxiv.org/pdf/1611.06453v1,No journal ref found,none,cs.CV,Summary942,1611.07571v1,2016-11-22T22:46:17Z,Quad-networks: unsupervised learning to rank for interest point detection,"Nikolay Savinov, Akihito Seki, Lubor Ladicky, Torsten Sattler, Marc Pollefeys",http://arxiv.org/pdf/1611.07571v1,No journal ref found,none,cs.CV,Summary943,1611.07661v1,2016-11-23T06:55:53Z,Neural Multigrid,"Tsung-Wei Ke, Michael Maire, Stella X. Yu",http://arxiv.org/pdf/1611.07661v1,No journal ref found,none,cs.CV,Summary944,1612.00155v1,2016-12-01T05:59:57Z,Adversarial Images for Variational Autoencoders,"Pedro Tabacof, Julia Tavares, Eduardo Valle",http://arxiv.org/pdf/1612.00155v1,No journal ref found,none,cs.NE,Summary945,1612.00891v2,2016-12-02T23:11:10Z,Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory,Jonathan A. Cox,http://arxiv.org/pdf/1612.00891v2,No journal ref found,none,cs.CV,Summary946,1612.01543v1,2016-12-05T21:04:17Z,Towards the Limit of Network Quantization,"Yoojin Choi, Mostafa El-Khamy, Jungwon Lee",http://arxiv.org/pdf/1612.01543v1,No journal ref found,none,cs.CV,Summary947,1612.03268v1,2016-12-10T08:22:27Z,Generalized Deep Image to Image Regression,"Venkataraman Santhanam, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1612.03268v1,No journal ref found,none,cs.CV,Summary948,1612.05836v1,2016-12-17T23:33:37Z,EgoTransfer: Transferring Motion Across Egocentric and Exocentric Domains using Deep Neural Networks,"Shervin Ardeshir, Krishna Regmi, Ali Borji",http://arxiv.org/pdf/1612.05836v1,No journal ref found,none,cs.CV,Summary949,1612.06519v1,2016-12-20T06:20:43Z,Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale,Forrest Iandola,http://arxiv.org/pdf/1612.06519v1,No journal ref found,none,cs.CV,Summary950,1612.07828v1,2016-12-22T22:10:51Z,Learning from Simulated and Unsupervised Images through Adversarial Training,"Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Josh Susskind, Wenda Wang, Russ Webb",http://arxiv.org/pdf/1612.07828v1,No journal ref found,none,cs.CV,Summary951,1701.01036v1,2017-01-04T14:54:20Z,Demystifying Neural Style Transfer,"Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou",http://arxiv.org/pdf/1701.01036v1,No journal ref found,none,cs.CV,Summary952,1701.04949v1,2017-01-18T05:24:24Z,A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe,"Volodymyr Turchenko, Eric Chalmers, Artur Luczak",http://arxiv.org/pdf/1701.04949v1,No journal ref found,none,cs.NE,Summary953,1701.05549v1,2017-01-19T18:43:56Z,Deep Neural Networks - A Brief History,Krzysztof J. Cios,http://arxiv.org/pdf/1701.05549v1,No journal ref found,none,cs.NE,Summary954,1701.06123v1,2017-01-22T05:35:39Z,Optimization on Product Submanifolds of Convolution Kernels,"Mete Ozay, Takayuki Okatani",http://arxiv.org/pdf/1701.06123v1,No journal ref found,none,cs.CV,Summary955,1703.01827v1,2017-03-06T11:54:43Z,All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation,"Di Xie, Jiang Xiong, Shiliang Pu",http://arxiv.org/pdf/1703.01827v1,No journal ref found,none,cs.CV,Summary956,1302.7056v1,2013-02-28T02:10:38Z,KSU KDD: Word Sense Induction by Clustering in Topic Space,"Wesam Elshamy, Doina Caragea, William Hsu",http://arxiv.org/pdf/1302.7056v1,"Proceedings of the 5th International Workshop on Semantic Evaluation, pages 367-370, Uppsala, Sweden, July 2010. Association for Computational Linguistics",none,cs.CL,Summary957,1306.0963v1,2013-06-05T02:17:11Z,Inferring Robot Task Plans from Human Team Meetings: A Generative Modeling Approach with Logic-Based Prior,"Been Kim, Caleb M. Chacha, Julie Shah",http://arxiv.org/pdf/1306.0963v1,No journal ref found,none,cs.AI,Summary958,1410.3916v11,2014-10-15T03:13:18Z,Memory Networks,"Jason Weston, Sumit Chopra, Antoine Bordes",http://arxiv.org/pdf/1410.3916v11,No journal ref found,none,cs.AI,Summary959,1502.05698v10,2015-02-19T20:46:10Z,Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks,"Jason Weston, Antoine Bordes, Sumit Chopra, Alexander M. Rush, Bart van Merriënboer, Armand Joulin, Tomas Mikolov",http://arxiv.org/pdf/1502.05698v10,No journal ref found,none,cs.AI,Summary960,1504.00854v1,2015-04-03T14:46:29Z,Evaluation Evaluation a Monte Carlo study,David M. W. Powers,http://arxiv.org/pdf/1504.00854v1,"ECAI 2008, pp.843-844",none,cs.AI,Summary961,1506.01094v2,2015-06-03T00:38:25Z,Traversing Knowledge Graphs in Vector Space,"Kelvin Guu, John Miller, Percy Liang",http://arxiv.org/pdf/1506.01094v2,No journal ref found,none,cs.CL,Summary962,1506.08126v1,2015-06-26T15:48:10Z,Humor in Collective Discourse: Unsupervised Funniness Detection in the New Yorker Cartoon Caption Contest,"Dragomir Radev, Amanda Stent, Joel Tetreault, Aasish Pappu, Aikaterini Iliakopoulou, Agustin Chanfreau, Paloma de Juan, Jordi Vallmitjana, Alejandro Jaimes, Rahul Jha, Bob Mankoff",http://arxiv.org/pdf/1506.08126v1,No journal ref found,none,cs.CL,Summary963,1511.09107v1,2015-11-29T22:41:43Z,Machine Learning Sentiment Prediction based on Hybrid Document Representation,"Panagiotis Stalidis, Maria Giatsoglou, Konstantinos Diamantaras, George Sarigiannidis, Konstantinos Ch. Chatzisavvas",http://arxiv.org/pdf/1511.09107v1,No journal ref found,none,cs.CL,Summary964,1607.02802v1,2016-07-11T01:20:57Z,Mapping distributional to model-theoretic semantic spaces: a baseline,Franck Dernoncourt,http://arxiv.org/pdf/1607.02802v1,No journal ref found,none,cs.CL,Summary965,1701.00138v2,2016-12-31T16:41:43Z,Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization,"Jun Suzuki, Masaaki Nagata",http://arxiv.org/pdf/1701.00138v2,No journal ref found,none,cs.CL,Summary966,1702.03121v1,2017-02-10T10:31:57Z,Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction,"Ashutosh Modi, Ivan Titov, Vera Demberg, Asad Sayeed, Manfred Pinkal",http://arxiv.org/pdf/1702.03121v1,"Transactions of ACL, Volume-5, Pg 31-44 (2017)",none,cs.CL,Summary967,1511.04590v5,2015-11-14T18:02:39Z,Oracle performance for visual captioning,"Li Yao, Nicolas Ballas, Kyunghyun Cho, John R. Smith, Yoshua Bengio",http://arxiv.org/pdf/1511.04590v5,No journal ref found,none,cs.CV,Summary968,1308.4189v2,2013-08-19T23:28:47Z,Seeing What Youre Told: Sentence-Guided Activity Recognition In Video,"N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind",http://arxiv.org/pdf/1308.4189v2,No journal ref found,none,cs.CV,Summary969,1506.06833v2,2015-06-23T00:59:27Z,A Survey of Current Datasets for Vision and Language Research,"Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao, Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell",http://arxiv.org/pdf/1506.06833v2,No journal ref found,none,cs.CL,Summary970,1508.03276v1,2015-08-13T17:34:07Z,Talking about the Moving Image: A Declarative Model for Image Schema Based Embodied Perception Grounding and Language Generation,"Jakob Suchan, Mehul Bhatt, Harshita Jhavar",http://arxiv.org/pdf/1508.03276v1,No journal ref found,none,cs.AI,Summary971,1509.01978v1,2015-09-07T10:39:20Z,An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture,"Darko Brodic, Alessia Amelio, Zoran N. Milivojevic",http://arxiv.org/pdf/1509.01978v1,No journal ref found,none,cs.CV,Summary972,1509.08973v1,2015-09-29T23:16:48Z,Symbol Emergence in Robotics: A Survey,"Tadahiro Taniguchi, Takayuki Nagai, Tomoaki Nakamura, Naoto Iwahashi, Tetsuya Ogata, Hideki Asoh",http://arxiv.org/pdf/1509.08973v1,No journal ref found,none,cs.AI,Summary973,1511.03292v1,2015-11-10T21:14:51Z,From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge,"Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos",http://arxiv.org/pdf/1511.03292v1,No journal ref found,none,cs.CV,Summary974,1511.03690v1,2015-11-11T21:30:10Z,Deep Multimodal Semantic Embeddings for Speech and Images,"David Harwath, James Glass",http://arxiv.org/pdf/1511.03690v1,No journal ref found,none,cs.CV,Summary975,1603.06059v3,2016-03-19T07:27:15Z,Generating Natural Questions About an Image,"Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende",http://arxiv.org/pdf/1603.06059v3,No journal ref found,none,cs.CL,Summary976,1603.08079v1,2016-03-26T06:49:33Z,Do You See What I Mean? Visual Resolution of Linguistic Ambiguities,"Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman",http://arxiv.org/pdf/1603.08079v1,"Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015, pages 1477--1487",none,cs.CV,Summary977,1603.08507v1,2016-03-28T19:54:12Z,Generating Visual Explanations,"Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell",http://arxiv.org/pdf/1603.08507v1,No journal ref found,none,cs.CV,Summary978,1604.03968v1,2016-04-13T20:27:43Z,Visual Storytelling,"Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell",http://arxiv.org/pdf/1604.03968v1,No journal ref found,none,cs.CL,Summary979,1605.02697v2,2016-05-09T19:04:23Z,Ask Your Neurons: A Deep Learning Approach to Visual Question Answering,"Mateusz Malinowski, Marcus Rohrbach, Mario Fritz",http://arxiv.org/pdf/1605.02697v2,No journal ref found,none,cs.CV,Summary980,1606.01847v3,2016-06-06T17:59:56Z,Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding,"Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach",http://arxiv.org/pdf/1606.01847v3,No journal ref found,none,cs.CV,Summary981,1609.04628v1,2016-09-15T13:23:43Z,Context Aware Nonnegative Matrix Factorization Clustering,"Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo",http://arxiv.org/pdf/1609.04628v1,No journal ref found,none,cs.CV,Summary982,1609.05600v1,2016-09-19T05:21:36Z,Graph-Structured Representations for Visual Question Answering,"Damien Teney, Lingqiao Liu, Anton van den Hengel",http://arxiv.org/pdf/1609.05600v1,No journal ref found,none,cs.CV,Summary983,1610.02424v1,2016-10-07T20:56:47Z,Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models,"Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra",http://arxiv.org/pdf/1610.02424v1,No journal ref found,none,cs.AI,Summary984,1610.06620v2,2016-10-20T22:01:36Z,Proposing Plausible Answers for Open-ended Visual Question Answering,"Omid Bakhshandeh, Trung Bui, Zhe Lin, Walter Chang",http://arxiv.org/pdf/1610.06620v2,No journal ref found,none,cs.CL,Summary985,1610.07432v1,2016-10-24T14:37:27Z,Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research,"Douwe Kiela, Luana Bulat, Anita L. Vero, Stephen Clark",http://arxiv.org/pdf/1610.07432v1,No journal ref found,none,cs.AI,Summary986,1611.04503v1,2016-11-14T18:07:54Z,Zero-resource Machine Translation by Multimodal Encoder-decoder Network with Multimedia Pivot,"Hideki Nakayama, Noriki Nishida",http://arxiv.org/pdf/1611.04503v1,No journal ref found,none,cs.CL,Summary987,1612.09542v1,2016-12-30T17:39:19Z,A Joint Speaker-Listener-Reinforcer Model for Referring Expressions,"Licheng Yu, Hao Tan, Mohit Bansal, Tamara L. Berg",http://arxiv.org/pdf/1612.09542v1,No journal ref found,none,cs.CV,Summary988,1701.08251v1,2017-01-28T05:06:11Z,Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation,"Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende",http://arxiv.org/pdf/1701.08251v1,No journal ref found,none,cs.CL,Summary989,1505.01121v3,2015-05-05T18:39:29Z,Ask Your Neurons: A Neural-based Approach to Answering Questions about Images,"Mateusz Malinowski, Marcus Rohrbach, Mario Fritz",http://arxiv.org/pdf/1505.01121v3,No journal ref found,none,cs.CV,Summary990,1411.5654v1,2014-11-20T19:50:27Z,Learning a Recurrent Visual Representation for Image Caption Generation,"Xinlei Chen, C. Lawrence Zitnick",http://arxiv.org/pdf/1411.5654v1,No journal ref found,none,cs.CV,Summary991,1608.08188v1,2016-08-29T19:24:25Z,Visual Question: Predicting If a Crowd Will Agree on the Answer,"Danna Gurari, Kristen Grauman",http://arxiv.org/pdf/1608.08188v1,No journal ref found,none,cs.AI,Summary992,1610.01465v3,2016-10-05T14:58:36Z,"Visual Question Answering: Datasets, Algorithms, and Future Challenges","Kushal Kafle, Christopher Kanan",http://arxiv.org/pdf/1610.01465v3,No journal ref found,none,cs.CV,Summary993,1611.05546v2,2016-11-17T03:21:00Z,Zero-Shot Visual Question Answering,"Damien Teney, Anton van den Hengel",http://arxiv.org/pdf/1611.05546v2,No journal ref found,none,cs.CV,Summary994,1612.04757v1,2016-12-14T18:12:47Z,Attentive Explanations: Justifying Decisions and Pointing to the Evidence,"Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Bernt Schiele, Trevor Darrell, Marcus Rohrbach",http://arxiv.org/pdf/1612.04757v1,No journal ref found,none,cs.CV,Summary995,1702.05270v1,2017-02-17T09:26:10Z,Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision,"Sandro Pezzelle, Marco Marelli, Raffaella Bernardi",http://arxiv.org/pdf/1702.05270v1,No journal ref found,none,cs.CL,Summary996,0911.3944v1,2009-11-20T01:30:36Z,Likelihood-based semi-supervised model selection with applications to speech processing,"Christopher M. White, Sanjeev P. Khudanpur, Patrick J. Wolfe",http://arxiv.org/pdf/0911.3944v1,"IEEE Journal of Selected Topics in Signal Processing, vol. 4, pp. 1016-1026, 2010",none,stat.ML,Summary997,1202.3752v1,2012-02-14T16:41:17Z,Multidimensional counting grids: Inferring word order from disordered bags of words,"Nebojsa Jojic, Alessandro Perina",http://arxiv.org/pdf/1202.3752v1,No journal ref found,none,cs.IR,Summary998,1205.2657v1,2012-05-09T14:53:11Z,Multilingual Topic Models for Unaligned Text,"Jordan Boyd-Graber, David Blei",http://arxiv.org/pdf/1205.2657v1,No journal ref found,none,cs.CL,Summary999,1206.3254v1,2012-06-13T15:30:14Z,Latent Topic Models for Hypertext,"Amit Gruber, Michal Rosen-Zvi, Yair Weiss",http://arxiv.org/pdf/1206.3254v1,No journal ref found,none,cs.IR,Summary1000,1206.4637v1,2012-06-18T15:15:28Z,Learning to Identify Regular Expressions that Describe Email Campaigns,"Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer",http://arxiv.org/pdf/1206.4637v1,No journal ref found,none,cs.LG,Summary1001,1204.2523v1,2012-04-11T18:53:58Z,Concept Modeling with Superwords,"Khalid El-Arini, Emily B. Fox, Carlos Guestrin",http://arxiv.org/pdf/1204.2523v1,No journal ref found,none,stat.ML,Summary1002,1301.3226v4,2013-01-15T04:52:10Z,The Expressive Power of Word Embeddings,"Yanqing Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena",http://arxiv.org/pdf/1301.3226v4,No journal ref found,none,cs.LG,Summary1003,1301.5686v2,2013-01-24T02:02:13Z,Transfer Topic Modeling with Ease and Scalability,"Jeon-Hyung Kang, Jun Ma, Yan Liu",http://arxiv.org/pdf/1301.5686v2,No journal ref found,none,cs.CL,Summary1004,1309.6874v1,2013-09-26T12:54:02Z,Integrating Document Clustering and Topic Modeling,"Pengtao Xie, Eric P. Xing",http://arxiv.org/pdf/1309.6874v1,No journal ref found,none,cs.LG,Summary1005,1310.2408v1,2013-10-09T09:23:10Z,Improved Bayesian Logistic Supervised Topic Models with Data Augmentation,"Jun Zhu, Xun Zheng, Bo Zhang",http://arxiv.org/pdf/1310.2408v1,No journal ref found,none,cs.LG,Summary1006,1310.3099v2,2013-10-11T12:07:57Z,A Bayesian Network View on Acoustic Model-Based Techniques for Robust Speech Recognition,"Roland Maas, Christian Huemmer, Armin Sehr, Walter Kellermann",http://arxiv.org/pdf/1310.3099v2,No journal ref found,none,cs.LG,Summary1007,1310.4546v1,2013-10-16T23:28:53Z,Distributed Representations of Words and Phrases and their Compositionality,"Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeffrey Dean",http://arxiv.org/pdf/1310.4546v1,No journal ref found,none,cs.CL,Summary1008,1312.0493v1,2013-12-02T15:54:40Z,Bidirectional Recursive Neural Networks for Token-Level Labeling with Structure,"Ozan İrsoy, Claire Cardie",http://arxiv.org/pdf/1312.0493v1,No journal ref found,none,cs.LG,Summary1009,1312.7077v2,2013-12-26T09:45:02Z,Language Modeling with Power Low Rank Ensembles,"Ankur P. Parikh, Avneesh Saluja, Chris Dyer, Eric P. Xing",http://arxiv.org/pdf/1312.7077v2,No journal ref found,none,cs.CL,Summary1010,1401.1803v1,2014-01-08T20:36:57Z,Learning Multilingual Word Representations using a Bag-of-Words Autoencoder,"Stanislas Lauly, Alex Boulanger, Hugo Larochelle",http://arxiv.org/pdf/1401.1803v1,No journal ref found,none,cs.CL,Summary1011,1401.6169v2,2014-01-22T21:47:48Z,Parsimonious Topic Models with Salient Word Discovery,"Hossein Soleimani, David J. Miller",http://arxiv.org/pdf/1401.6169v2,"IEEE Transaction on Knowledge and Data Engineering, 27 (2015) 824-837",none,cs.LG,Summary1012,1405.4599v1,2014-05-19T04:36:38Z,Modelling Data Dispersion Degree in Automatic Robust Estimation for Multivariate Gaussian Mixture Models with an Application to Noisy Speech Processing,"Dalei Wu, Haiqing Wu",http://arxiv.org/pdf/1405.4599v1,No journal ref found,none,cs.CL,Summary1013,1408.5427v1,2014-08-21T17:58:33Z,A Case Study in Text Mining: Interpreting Twitter Data From World Cup Tweets,"Daniel Godfrey, Caley Johns, Carl Meyer, Shaina Race, Carol Sadek",http://arxiv.org/pdf/1408.5427v1,No journal ref found,none,stat.ML,Summary1014,1409.3881v1,2014-09-12T22:40:38Z,An Approach to Reducing Annotation Costs for BioNLP,"Michael Bloodgood, K. Vijay-Shanker",http://arxiv.org/pdf/1409.3881v1,"In Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, pages 104-105, Columbus, Ohio, June 2008. Association for Computational Linguistics",none,cs.CL,Summary1015,1409.4835v1,2014-09-17T00:00:11Z,Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets,"Michael Bloodgood, K. Vijay-Shanker",http://arxiv.org/pdf/1409.4835v1,"Proceedings of HLT: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Short Papers, pages 137-140, Boulder, Colorado, June 2009. Association for Computational Linguistics",none,cs.LG,Summary1016,1409.5165v1,2014-09-17T23:28:59Z,A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping,"Michael Bloodgood, K. Vijay-Shanker",http://arxiv.org/pdf/1409.5165v1,"In Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL-2009), pages 39-47, Boulder, Colorado, June 2009. Association for Computational Linguistics",none,cs.LG,Summary1017,1409.7085v1,2014-09-24T20:16:49Z,Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach,"Kathryn Baker, Michael Bloodgood, Chris Callison-Burch, Bonnie J. Dorr, Nathaniel W. Filardo, Lori Levin, Scott Miller, Christine Piatko",http://arxiv.org/pdf/1409.7085v1,"In Proceedings of the Ninth Conference of the Association for Machine Translation in the Americas (AMTA), Denver, Colorado, October 2010",none,cs.CL,Summary1018,1501.04325v1,2015-01-18T17:12:59Z,Deep Belief Nets for Topic Modeling,"Lars Maaloe, Morten Arngren, Ole Winther",http://arxiv.org/pdf/1501.04325v1,No journal ref found,none,cs.CL,Summary1019,1203.3511v1,2012-03-15T11:17:56Z,"Inference by Minimizing Size, Divergence, or their Sum","Sebastian Riedel, David A. Smith, Andrew McCallum",http://arxiv.org/pdf/1203.3511v1,No journal ref found,none,cs.LG,Summary1020,1210.4871v1,2012-10-16T17:41:30Z,Learning Mixtures of Submodular Shells with Application to Document Summarization,"Hui Lin, Jeff A. Bilmes",http://arxiv.org/pdf/1210.4871v1,No journal ref found,none,cs.LG,Summary1021,1402.1454v1,2014-02-06T18:53:30Z,An Autoencoder Approach to Learning Bilingual Word Representations,"Sarath Chandar A P, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas Raykar, Amrita Saha",http://arxiv.org/pdf/1402.1454v1,No journal ref found,none,cs.CL,Summary1022,1402.3722v1,2014-02-15T21:03:02Z,word2vec Explained: deriving Mikolov et al.s negative-sampling word-embedding method,"Yoav Goldberg, Omer Levy",http://arxiv.org/pdf/1402.3722v1,No journal ref found,none,cs.CL,Summary1023,1406.2035v2,2014-06-08T22:35:09Z,Learning Word Representations with Hierarchical Sparse Coding,"Dani Yogatama, Manaal Faruqui, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1406.2035v2,No journal ref found,none,cs.CL,Summary1024,1406.3830v1,2014-06-15T17:15:32Z,"Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network","Misha Denil, Alban Demiraj, Nal Kalchbrenner, Phil Blunsom, Nando de Freitas",http://arxiv.org/pdf/1406.3830v1,No journal ref found,none,cs.CL,Summary1025,1406.4469v1,2014-06-17T18:32:18Z,Authorship Attribution through Function Word Adjacency Networks,"Santiago Segarra, Mark Eisen, Alejandro Ribeiro",http://arxiv.org/pdf/1406.4469v1,No journal ref found,none,cs.CL,Summary1026,1410.2455v3,2014-10-09T13:41:18Z,BilBOWA: Fast Bilingual Distributed Representations without Word Alignments,"Stephan Gouws, Yoshua Bengio, Greg Corrado",http://arxiv.org/pdf/1410.2455v3,No journal ref found,none,stat.ML,Summary1027,1410.4510v2,2014-10-16T17:35:31Z,Graph-Sparse LDA: A Topic Model with Structured Sparsity,"Finale Doshi-Velez, Byron Wallace, Ryan Adams",http://arxiv.org/pdf/1410.4510v2,No journal ref found,none,stat.ML,Summary1028,1410.5877v1,2014-10-21T22:55:48Z,Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation,"Michael Bloodgood, Chris Callison-Burch",http://arxiv.org/pdf/1410.5877v1,"In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 854-864, Uppsala, Sweden, July 2010. Association for Computational Linguistics",none,cs.CL,Summary1029,1410.8553v1,2014-10-30T20:52:48Z,A random forest system combination approach for error detection in digital dictionaries,"Michael Bloodgood, Peng Ye, Paul Rodrigues, David Zajic, David Doermann",http://arxiv.org/pdf/1410.8553v1,"In Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, pages 78-86, Avignon, France, April 2012. Association for Computational Linguistics",none,cs.CL,Summary1030,1411.0007v1,2014-10-31T20:04:09Z,Rapid Adaptation of POS Tagging for Domain Specific Uses,"John E. Miller, Michael Bloodgood, Manabu Torii, K. Vijay-Shanker",http://arxiv.org/pdf/1411.0007v1,"In Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology, pages 118-119, New York, New York, June 2006. Association for Computational Linguistics",none,cs.CL,Summary1031,1411.2674v3,2014-11-11T01:02:20Z,The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation,"Fangjian Guo, Charles Blundell, Hanna Wallach, Katherine Heller",http://arxiv.org/pdf/1411.2674v3,No journal ref found,none,stat.ML,Summary1032,1411.4072v1,2014-11-14T22:08:01Z,Learning Multi-Relational Semantics Using Neural-Embedding Models,"Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1411.4072v1,No journal ref found,none,cs.CL,Summary1033,1411.5595v2,2014-11-20T16:39:28Z,Linking GloVe with word2vec,"Tianze Shi, Zhiyuan Liu",http://arxiv.org/pdf/1411.5595v2,No journal ref found,none,cs.CL,Summary1034,1411.5732v1,2014-11-21T00:53:02Z,A Joint Probabilistic Classification Model of Relevant and Irrelevant Sentences in Mathematical Word Problems,"Suleyman Cetintas, Luo Si, Yan Ping Xin, Dake Zhang, Joo Young Park, Ron Tzur",http://arxiv.org/pdf/1411.5732v1,No journal ref found,none,cs.CL,Summary1035,1412.1058v2,2014-12-01T16:19:51Z,Effective Use of Word Order for Text Categorization with Convolutional Neural Networks,"Rie Johnson, Tong Zhang",http://arxiv.org/pdf/1412.1058v2,No journal ref found,none,cs.CL,Summary1036,1412.6418v3,2014-12-19T16:30:33Z,Inducing Semantic Representation from Text by Jointly Predicting and Factorizing Relations,"Ivan Titov, Ehsan Khoddam",http://arxiv.org/pdf/1412.6418v3,No journal ref found,none,cs.CL,Summary1037,1412.6577v3,2014-12-20T01:53:22Z,Modeling Compositionality with Multiplicative Recurrent Neural Networks,"Ozan İrsoy, Claire Cardie",http://arxiv.org/pdf/1412.6577v3,No journal ref found,none,cs.LG,Summary1038,1412.6881v3,2014-12-22T06:12:06Z,On Learning Vector Representations in Hierarchical Label Spaces,"Jinseok Nam, Johannes Fürnkranz",http://arxiv.org/pdf/1412.6881v3,No journal ref found,none,cs.LG,Summary1039,1412.7449v3,2014-12-23T17:16:24Z,Grammar as a Foreign Language,"Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton",http://arxiv.org/pdf/1412.7449v3,No journal ref found,none,cs.CL,Summary1040,1502.01682v1,2015-02-05T19:10:26Z,Use of Modality and Negation in Semantically-Informed Syntactic MT,"Kathryn Baker, Michael Bloodgood, Bonnie J. Dorr, Chris Callison-Burch, Nathaniel W. Filardo, Christine Piatko, Lori Levin, Scott Miller",http://arxiv.org/pdf/1502.01682v1,"Computational Linguistics, 38(2):411-438, 2012",none,cs.CL,Summary1041,1502.03520v7,2015-02-12T02:50:08Z,RAND-WALK: A Latent Variable Model Approach to Word Embeddings,"Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski",http://arxiv.org/pdf/1502.03520v7,No journal ref found,none,cs.LG,Summary1042,1502.04081v2,2015-02-13T18:39:29Z,A Linear Dynamical System Model for Text,"David Belanger, Sham Kakade",http://arxiv.org/pdf/1502.04081v2,No journal ref found,none,stat.ML,Summary1043,1502.06161v1,2015-02-22T01:30:32Z,Using NLP to measure democracy,Thiago Marzagão,http://arxiv.org/pdf/1502.06161v1,No journal ref found,none,cs.CL,Summary1044,1503.00693v1,2015-03-02T20:23:18Z,Bayesian Optimization of Text Representations,"Dani Yogatama, Noah A. Smith",http://arxiv.org/pdf/1503.00693v1,No journal ref found,none,cs.CL,Summary1045,1503.01190v1,2015-03-04T01:34:36Z,Statistical modality tagging from rule-based annotations and crowdsourcing,"Vinodkumar Prabhakaran, Michael Bloodgood, Mona Diab, Bonnie Dorr, Lori Levin, Christine D. Piatko, Owen Rambow, Benjamin Van Durme",http://arxiv.org/pdf/1503.01190v1,"In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 57-64, Jeju, Republic of Korea, July 2012. Association for Computational Linguistics",none,cs.CL,Summary1046,1503.01397v3,2015-03-04T17:36:49Z,Bethe Projections for Non-Local Inference,"Luke Vilnis, David Belanger, Daniel Sheldon, Andrew McCallum",http://arxiv.org/pdf/1503.01397v3,No journal ref found,none,stat.ML,Summary1047,1503.08542v1,2015-03-30T05:40:41Z,Nonparametric Relational Topic Models through Dependent Gamma Processes,"Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo",http://arxiv.org/pdf/1503.08542v1,No journal ref found,none,stat.ML,Summary1048,1504.01255v3,2015-04-06T10:42:07Z,Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding,"Rie Johnson, Tong Zhang",http://arxiv.org/pdf/1504.01255v3,No journal ref found,none,stat.ML,Summary1049,1504.06329v1,2015-04-23T20:07:01Z,Analysis of Stopping Active Learning based on Stabilizing Predictions,"Michael Bloodgood, John Grothendieck",http://arxiv.org/pdf/1504.06329v1,"In Proceedings of the Seventeenth Conference on Computational Natural Language Learning, pages 10-19, Sofia, Bulgaria, August 2013. Association for Computational Linguistics",none,cs.LG,Summary1050,1506.02761v4,2015-06-09T03:08:06Z,WordRank: Learning Word Embeddings via Robust Ranking,"Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan",http://arxiv.org/pdf/1506.02761v4,No journal ref found,none,cs.CL,Summary1051,1506.04147v2,2015-06-12T20:00:29Z,On the accuracy of self-normalized log-linear models,"Jacob Andreas, Maxim Rabinovich, Dan Klein, Michael I. Jordan",http://arxiv.org/pdf/1506.04147v2,No journal ref found,none,stat.ML,Summary1052,1506.07477v1,2015-06-24T17:27:28Z,Efficient Learning for Undirected Topic Models,"Jiatao Gu, Victor O. K. Li",http://arxiv.org/pdf/1506.07477v1,No journal ref found,none,cs.LG,Summary1053,1507.05910v3,2015-07-21T16:53:12Z,Clustering is Efficient for Approximate Maximum Inner Product Search,"Alex Auvolat, Sarath Chandar, Pascal Vincent, Hugo Larochelle, Yoshua Bengio",http://arxiv.org/pdf/1507.05910v3,No journal ref found,none,cs.LG,Summary1054,1507.08396v1,2015-07-30T06:44:37Z,Tag-Weighted Topic Model For Large-scale Semi-Structured Documents,"Shuangyin Li, Jiefei Li, Guan Huang, Ruiyang Tan, Rong Pan",http://arxiv.org/pdf/1507.08396v1,No journal ref found,none,cs.CL,Summary1055,1508.00973v1,2015-08-05T05:00:32Z,Progressive EM for Latent Tree Models and Hierarchical Topic Detection,"Peixian Chen, Nevin L. Zhang, Leonard K. M. Poon, Zhourong Chen",http://arxiv.org/pdf/1508.00973v1,No journal ref found,none,cs.LG,Summary1056,1508.01993v1,2015-08-09T07:39:24Z,Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures,"Ralph Fehrer, Stefan Feuerriegel",http://arxiv.org/pdf/1508.01993v1,No journal ref found,none,stat.ML,Summary1057,1508.03826v1,2015-08-16T14:12:17Z,A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution,"Shaohua Li, Jun Zhu, Chunyan Miao",http://arxiv.org/pdf/1508.03826v1,No journal ref found,none,cs.CL,Summary1058,1508.05565v2,2015-08-23T03:44:26Z,Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery,"Weicong Ding, Prakash Ishwar, Venkatesh Saligrama",http://arxiv.org/pdf/1508.05565v2,No journal ref found,none,cs.LG,Summary1059,1508.07709v2,2015-08-31T07:52:50Z,"Word Representations, Tree Models and Syntactic Functions","Simon Šuster, Gertjan van Noord, Ivan Titov",http://arxiv.org/pdf/1508.07709v2,No journal ref found,none,cs.CL,Summary1060,1509.05808v1,2015-09-18T21:50:38Z,"Word, graph and manifold embedding from Markov processes","Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola",http://arxiv.org/pdf/1509.05808v1,No journal ref found,none,cs.CL,Summary1061,1509.07179v1,2015-09-23T23:22:38Z,IllinoisSL: A JAVA Library for Structured Prediction,"Kai-Wei Chang, Shyam Upadhyay, Ming-Wei Chang, Vivek Srikumar, Dan Roth",http://arxiv.org/pdf/1509.07179v1,No journal ref found,none,cs.LG,Summary1062,1510.00259v2,2015-10-01T14:42:19Z,A Generative Model of Words and Relationships from Multiple Sources,"Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch",http://arxiv.org/pdf/1510.00259v2,No journal ref found,none,cs.CL,Summary1063,1510.06646v2,2015-10-22T14:39:58Z,A Gibbs-Newton Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models,"Osama Khalifa, David Wolfe Corne, Mike Chantler",http://arxiv.org/pdf/1510.06646v2,No journal ref found,none,cs.LG,Summary1064,1511.00352v3,2015-11-02T01:45:41Z,Spatial Semantic Scan: Jointly Detecting Subtle Events and their Spatial Footprint,Abhinav Maurya,http://arxiv.org/pdf/1511.00352v3,No journal ref found,none,cs.LG,Summary1065,1511.03962v4,2015-11-12T16:53:50Z,Document Context Language Models,"Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, Jacob Eisenstein",http://arxiv.org/pdf/1511.03962v4,No journal ref found,none,cs.CL,Summary1066,1511.04834v3,2015-11-16T06:03:58Z,Neural Programmer: Inducing Latent Programs with Gradient Descent,"Arvind Neelakantan, Quoc V. Le, Ilya Sutskever",http://arxiv.org/pdf/1511.04834v3,No journal ref found,none,cs.LG,Summary1067,1511.05392v2,2015-11-17T13:28:55Z,Infinite Dimensional Word Embeddings,"Eric Nalisnick, Sachin Ravi",http://arxiv.org/pdf/1511.05392v2,No journal ref found,none,stat.ML,Summary1068,1511.06038v4,2015-11-19T01:23:28Z,Neural Variational Inference for Text Processing,"Yishu Miao, Lei Yu, Phil Blunsom",http://arxiv.org/pdf/1511.06038v4,No journal ref found,none,cs.CL,Summary1069,1511.06114v4,2015-11-19T10:24:14Z,Multi-task Sequence to Sequence Learning,"Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser",http://arxiv.org/pdf/1511.06114v4,No journal ref found,none,cs.LG,Summary1070,1511.06391v4,2015-11-19T21:31:26Z,Order Matters: Sequence to sequence for sets,"Oriol Vinyals, Samy Bengio, Manjunath Kudlur",http://arxiv.org/pdf/1511.06391v4,No journal ref found,none,stat.ML,Summary1071,1601.03764v2,2016-01-14T22:02:18Z,"Linear Algebraic Structure of Word Senses, with Applications to Polysemy","Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski",http://arxiv.org/pdf/1601.03764v2,No journal ref found,none,cs.CL,Summary1072,1601.05936v1,2016-01-22T10:02:47Z,Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition,"Pranay Dighe, Gil Luyet, Afsaneh Asaei, Herve Bourlard",http://arxiv.org/pdf/1601.05936v1,No journal ref found,none,cs.CL,Summary1073,1602.02068v2,2016-02-05T15:49:02Z,From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification,"André F. T. Martins, Ramón Fernandez Astudillo",http://arxiv.org/pdf/1602.02068v2,No journal ref found,none,cs.CL,Summary1074,1602.02373v2,2016-02-07T14:05:58Z,Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings,"Rie Johnson, Tong Zhang",http://arxiv.org/pdf/1602.02373v2,No journal ref found,none,stat.ML,Summary1075,1602.02850v1,2016-02-09T03:43:21Z,Toward Optimal Feature Selection in Naive Bayes for Text Categorization,"Bo Tang, Steven Kay, Haibo He",http://arxiv.org/pdf/1602.02850v1,No journal ref found,none,stat.ML,Summary1076,1602.06025v1,2016-02-19T02:07:20Z,Spectral Learning for Supervised Topic Models,"Yong Ren, Yining Wang, Jun Zhu",http://arxiv.org/pdf/1602.06025v1,No journal ref found,none,cs.LG,Summary1077,1603.00106v2,2016-03-01T00:45:18Z,Characterizing Diseases from Unstructured Text: A Vocabulary Driven Word2vec Approach,"Saurav Ghosh, Prithwish Chakraborty, Emily Cohn, John S. Brownstein, Naren Ramakrishnan",http://arxiv.org/pdf/1603.00106v2,No journal ref found,none,cs.LG,Summary1078,1603.01354v5,2016-03-04T05:55:02Z,End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF,"Xuezhe Ma, Eduard Hovy",http://arxiv.org/pdf/1603.01354v5,No journal ref found,none,cs.LG,Summary1079,1603.01597v1,2016-03-04T20:13:56Z,Integrated Sequence Tagging for Medieval Latin Using Deep Representation Learning,"Mike Kestemont, Jeroen De Gussem",http://arxiv.org/pdf/1603.01597v1,No journal ref found,none,cs.CL,Summary1080,1603.09128v1,2016-03-30T11:09:01Z,Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders,"Simon Šuster, Ivan Titov, Gertjan van Noord",http://arxiv.org/pdf/1603.09128v1,No journal ref found,none,cs.CL,Summary1081,1603.09170v5,2016-03-30T13:09:20Z,Model Interpolation with Trans-dimensional Random Field Language Models for Speech Recognition,"Bin Wang, Zhijian Ou, Yong He, Akinori Kawamura",http://arxiv.org/pdf/1603.09170v5,No journal ref found,none,cs.CL,Summary1082,1604.00126v1,2016-04-01T04:36:58Z,Nonparametric Spherical Topic Modeling with Word Embeddings,"Kayhan Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Sam Gershman",http://arxiv.org/pdf/1604.00126v1,No journal ref found,none,cs.CL,Summary1083,1604.02027v2,2016-04-07T15:04:16Z,Combinatorial Topic Models using Small-Variance Asymptotics,"Ke Jiang, Suvrit Sra, Brian Kulis",http://arxiv.org/pdf/1604.02027v2,No journal ref found,none,cs.LG,Summary1084,1605.00223v1,2016-05-01T09:01:13Z,Text-mining the NeuroSynth corpus using Deep Boltzmann Machines,"Ricardo Pio Monti, Romy Lorenz, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana",http://arxiv.org/pdf/1605.00223v1,No journal ref found,none,cs.LG,Summary1085,1605.03835v1,2016-05-12T14:39:50Z,Noisy Parallel Approximate Decoding for Conditional Recurrent Language Model,Kyunghyun Cho,http://arxiv.org/pdf/1605.03835v1,No journal ref found,none,cs.CL,Summary1086,1605.06650v2,2016-05-21T14:36:33Z,Latent Tree Models for Hierarchical Topic Detection,"Peixian Chen, Nevin L. Zhang, Tengfei Liu, Leonard K. M. Poon, Zhourong Chen, Farhan Khawar",http://arxiv.org/pdf/1605.06650v2,No journal ref found,none,cs.CL,Summary1087,1606.05320v2,2016-06-16T19:13:52Z,Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models,"Viktoriya Krakovna, Finale Doshi-Velez",http://arxiv.org/pdf/1606.05320v2,No journal ref found,none,stat.ML,Summary1088,1606.05925v1,2016-06-19T23:40:51Z,Graph based manifold regularized deep neural networks for automatic speech recognition,"Vikrant Singh Tomar, Richard C. Rose",http://arxiv.org/pdf/1606.05925v1,No journal ref found,none,stat.ML,Summary1089,1606.06121v1,2016-06-20T13:58:45Z,Quantifying and Reducing Stereotypes in Word Embeddings,"Tolga Bolukbasi, Kai-Wei Chang, James Zou, Venkatesh Saligrama, Adam Kalai",http://arxiv.org/pdf/1606.06121v1,No journal ref found,none,cs.CL,Summary1090,1606.06352v1,2016-06-20T22:30:19Z,Visualizing textual models with in-text and word-as-pixel highlighting,"Abram Handler, Su Lin Blodgett, Brendan OConnor",http://arxiv.org/pdf/1606.06352v1,No journal ref found,none,stat.ML,Summary1091,1606.06361v1,2016-06-20T23:29:55Z,A Probabilistic Generative Grammar for Semantic Parsing,"Abulhair Saparov, Tom M. Mitchell",http://arxiv.org/pdf/1606.06361v1,No journal ref found,none,cs.CL,Summary1092,1606.07043v1,2016-06-22T19:00:38Z,Toward Interpretable Topic Discovery via Anchored Correlation Explanation,"Kyle Reing, David C. Kale, Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1606.07043v1,No journal ref found,none,stat.ML,Summary1093,1607.04315v3,2016-07-14T20:58:26Z,Neural Semantic Encoders,"Tsendsuren Munkhdalai, Hong Yu",http://arxiv.org/pdf/1607.04315v3,No journal ref found,none,cs.LG,Summary1094,1607.04492v2,2016-07-15T12:59:01Z,Neural Tree Indexers for Text Understanding,"Tsendsuren Munkhdalai, Hong Yu",http://arxiv.org/pdf/1607.04492v2,No journal ref found,none,cs.CL,Summary1095,1607.05241v1,2016-07-18T19:01:00Z,Imitation Learning with Recurrent Neural Networks,Khanh Nguyen,http://arxiv.org/pdf/1607.05241v1,No journal ref found,none,cs.CL,Summary1096,1607.08720v1,2016-07-29T08:17:45Z,TopicResponse: A Marriage of Topic Modelling and Rasch Modelling for Automatic Measurement in MOOCs,"Jiazhen He, Rui Zhang, James Bailey, Benjamin I. P. Rubinstein, Sandra Milligan",http://arxiv.org/pdf/1607.08720v1,No journal ref found,none,cs.LG,Summary1097,1609.00718v1,2016-08-31T15:43:27Z,Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level,"Rie Johnson, Tong Zhang",http://arxiv.org/pdf/1609.00718v1,No journal ref found,none,cs.CL,Summary1098,1609.02116v2,2016-09-07T19:05:42Z,Ask the GRU: Multi-Task Learning for Deep Text Recommendations,"Trapit Bansal, David Belanger, Andrew McCallum",http://arxiv.org/pdf/1609.02116v2,No journal ref found,none,stat.ML,Summary1099,1609.06783v1,2016-09-22T00:10:16Z,Nonparametric Bayesian Topic Modelling with the Hierarchical Pitman-Yor Processes,"Kar Wai Lim, Wray Buntine, Changyou Chen, Lan Du",http://arxiv.org/pdf/1609.06783v1,"International Journal of Approximate Reasoning, Volume 78, pp. 172-191. Elsevier. 2016",none,stat.ML,Summary1100,1610.00520v1,2016-10-03T12:52:26Z,Semi-supervised Learning with Sparse Autoencoders in Phone Classification,"Akash Kumar Dhaka, Giampiero Salvi",http://arxiv.org/pdf/1610.00520v1,No journal ref found,none,stat.ML,Summary1101,1610.03035v6,2016-10-10T19:16:08Z,Latent Sequence Decompositions,"William Chan, Yu Zhang, Quoc Le, Navdeep Jaitly",http://arxiv.org/pdf/1610.03035v6,No journal ref found,none,stat.ML,Summary1102,1610.04658v2,2016-10-14T22:03:15Z,Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation,"Yacine Jernite, Anna Choromanska, David Sontag",http://arxiv.org/pdf/1610.04658v2,No journal ref found,none,stat.ML,Summary1103,1610.06700v1,2016-10-21T08:45:35Z,End-to-End Training Approaches for Discriminative Segmental Models,"Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1610.06700v1,No journal ref found,none,cs.CL,Summary1104,1610.07569v1,2016-10-24T19:35:29Z,Geometry of Polysemy,"Jiaqi Mu, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1610.07569v1,No journal ref found,none,cs.CL,Summary1105,1611.01462v2,2016-11-04T17:36:20Z,Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling,"Hakan Inan, Khashayar Khosravi, Richard Socher",http://arxiv.org/pdf/1611.01462v2,No journal ref found,none,cs.LG,Summary1106,1611.05527v1,2016-11-17T01:43:01Z,Automatic Node Selection for Deep Neural Networks using Group Lasso Regularization,"Tsubasa Ochiai, Shigeki Matsuda, Hideyuki Watanabe, Shigeru Katagiri",http://arxiv.org/pdf/1611.05527v1,No journal ref found,none,cs.CL,Summary1107,1611.06933v1,2016-11-21T18:30:17Z,Unsupervised Learning for Lexicon-Based Classification,Jacob Eisenstein,http://arxiv.org/pdf/1611.06933v1,No journal ref found,none,cs.LG,Summary1108,1611.08373v1,2016-11-25T08:11:23Z,Bidirectional LSTM-CRF for Clinical Concept Extraction,"Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi",http://arxiv.org/pdf/1611.08373v1,No journal ref found,none,stat.ML,Summary1109,1611.08737v1,2016-11-26T20:11:00Z,Structural Correspondence Learning for Cross-lingual Sentiment Classification with One-to-many Mappings,"Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu",http://arxiv.org/pdf/1611.08737v1,No journal ref found,none,cs.LG,Summary1110,1611.08945v4,2016-11-28T00:54:34Z,Learning a Natural Language Interface with Neural Programmer,"Arvind Neelakantan, Quoc V. Le, Martin Abadi, Andrew McCallum, Dario Amodei",http://arxiv.org/pdf/1611.08945v4,No journal ref found,none,cs.CL,Summary1111,1611.09207v1,2016-11-28T15:51:25Z,AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech,"Brian Patton, Yannis Agiomyrgiannakis, Michael Terry, Kevin Wilson, Rif A. Saurous, D. Sculley",http://arxiv.org/pdf/1611.09207v1,No journal ref found,none,cs.CL,Summary1112,1611.09878v1,2016-11-29T21:12:04Z,Identity-sensitive Word Embedding through Heterogeneous Networks,"Jian Tang, Meng Qu, Qiaozhu Mei",http://arxiv.org/pdf/1611.09878v1,No journal ref found,none,cs.CL,Summary1113,1612.03226v1,2016-12-10T00:09:45Z,Active Learning for Speech Recognition: the Power of Gradients,"Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates",http://arxiv.org/pdf/1612.03226v1,No journal ref found,none,cs.CL,Summary1114,1612.05270v1,2016-12-15T21:07:12Z,A Simple Approach to Multilingual Polarity Classification in Twitter,"Eric S. Tellez, Sabino Miranda Jiménez, Mario Graff, Daniela Moctezuma, Ranyart R. Suárez, Oscar S. Siordia",http://arxiv.org/pdf/1612.05270v1,No journal ref found,none,cs.CL,Summary1115,1612.07843v1,2016-12-23T00:31:30Z,"""What is Relevant in a Text Document?"": An Interpretable Machine Learning Approach","Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1612.07843v1,No journal ref found,none,cs.CL,Summary1116,1701.00874v2,2017-01-04T00:10:17Z,Neural Probabilistic Model for Non-projective MST Parsing,"Xuezhe Ma, Eduard Hovy",http://arxiv.org/pdf/1701.00874v2,No journal ref found,none,cs.CL,Summary1117,1701.02720v1,2017-01-10T18:30:11Z,Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks,"Ying Zhang, Mohammad Pezeshki, Philemon Brakel, Saizheng Zhang, Cesar Laurent Yoshua Bengio, Aaron Courville",http://arxiv.org/pdf/1701.02720v1,No journal ref found,none,cs.CL,Summary1118,1701.03577v1,2017-01-13T07:24:18Z,Kernel Approximation Methods for Speech Recognition,"Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha",http://arxiv.org/pdf/1701.03577v1,No journal ref found,none,stat.ML,Summary1119,1701.06279v1,2017-01-23T07:21:43Z,dna2vec: Consistent vector representations of variable-length k-mers,Patrick Ng,http://arxiv.org/pdf/1701.06279v1,No journal ref found,none,q-bio.QM,Summary1120,1701.08711v3,2017-01-30T17:14:25Z,Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network,Vinci Chow,http://arxiv.org/pdf/1701.08711v3,No journal ref found,none,cs.CL,Summary1121,1702.06216v1,2017-02-20T23:48:39Z,Filtering Tweets for Social Unrest,"Alan Mishler, Kevin Wonus, Wendy Chambers, Michael Bloodgood",http://arxiv.org/pdf/1702.06216v1,No journal ref found,none,cs.CL,Summary1122,1702.07186v1,2017-02-23T12:00:10Z,Stability of Topic Modeling via Matrix Factorization,"Mark Belford, Brian Mac Namee, Derek Greene",http://arxiv.org/pdf/1702.07186v1,No journal ref found,none,cs.IR,Summary1123,1703.01557v1,2017-03-05T04:43:41Z,Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning,"Lidong Bing, William W. Cohen, Bhuwan Dhingra",http://arxiv.org/pdf/1703.01557v1,No journal ref found,none,cs.LG,Summary1124,1703.01619v1,2017-03-05T16:10:11Z,Neural Machine Translation and Sequence-to-sequence Models: A Tutorial,Graham Neubig,http://arxiv.org/pdf/1703.01619v1,No journal ref found,none,cs.CL,Summary1125,1703.01898v1,2017-03-06T14:40:09Z,Generative and Discriminative Text Classification with Recurrent Neural Networks,"Dani Yogatama, Chris Dyer, Wang Ling, Phil Blunsom",http://arxiv.org/pdf/1703.01898v1,No journal ref found,none,stat.ML,Summary1126,1603.05670v2,2016-03-17T20:06:27Z,Bank distress in the news: Describing events through deep learning,"Samuel Rönnqvist, Peter Sarlin",http://arxiv.org/pdf/1603.05670v2,No journal ref found,none,cs.CL,Summary1127,1609.01926v1,2016-09-07T10:44:28Z,A modular architecture for transparent computation in Recurrent Neural Networks,"Giovanni Sirio Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues",http://arxiv.org/pdf/1609.01926v1,No journal ref found,none,cs.NE,Summary1128,0905.1235v2,2009-05-08T14:42:03Z,The Modular Audio Recognition Framework (MARF) and its Applications: Scientific and Software Engineering Notes,"Serguei A. Mokhov, Stephen Sinclair, Ian Clément, Dimitrios Nicolacopoulos, for the MARF R&D Group",http://arxiv.org/pdf/0905.1235v2,No journal ref found,none,cs.SD,Summary1129,cs/9809110v1,1998-09-27T18:42:51Z,Similarity-Based Models of Word Cooccurrence Probabilities,"Ido Dagan, Lillian Lee, Fernando C. N. Pereira",http://arxiv.org/pdf/cs/9809110v1,"Machine Learning, 34, 43-69 (1999)",none,cs.CL,Summary1130,cs/9905008v1,1999-05-19T14:52:33Z,Inducing a Semantically Annotated Lexicon via EM-Based Clustering,"Mats Rooth, Stefan Riezler, Detlef Prescher, Glenn Carroll, Franz Beil",http://arxiv.org/pdf/cs/9905008v1,No journal ref found,none,cs.CL,Summary1131,cs/0009027v1,2000-09-28T14:25:51Z,A Classification Approach to Word Prediction,"Yair Even-Zohar, Dan Roth",http://arxiv.org/pdf/cs/0009027v1,NAACL 2000,none,cs.CL,Summary1132,cs/0106044v1,2001-06-20T19:01:41Z,A Sequential Model for Multi-Class Classification,"Yair Even-Zohar, Dan Roth",http://arxiv.org/pdf/cs/0106044v1,No journal ref found,none,cs.AI,Summary1133,cs/0312058v1,2003-12-25T16:45:20Z,Acquiring Lexical Paraphrases from a Single Corpus,"Oren Glickman, Ido Dagan",http://arxiv.org/pdf/cs/0312058v1,No journal ref found,none,cs.CL,Summary1134,cs/0607120v1,2006-07-27T18:23:45Z,Expressing Implicit Semantic Relations without Supervision,Peter D. Turney,http://arxiv.org/pdf/cs/0607120v1,"Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (ACL-06), (2006), Sydney, Australia, 313-320",none,cs.CL,Summary1135,0710.2446v1,2007-10-12T12:44:11Z,The structure of verbal sequences analyzed with unsupervised learning techniques,"Catherine Recanati, Nicoleta Rogovschi, Younès Bennani",http://arxiv.org/pdf/0710.2446v1,"Dans Proceedings - The 3rd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, Poznan : Pologne (2007)",none,cs.CL,Summary1136,0812.4446v1,2008-12-23T20:08:53Z,The Latent Relation Mapping Engine: Algorithm and Experiments,Peter D. Turney,http://arxiv.org/pdf/0812.4446v1,"Journal of Artificial Intelligence Research, (2008), 33, 615-655",none,cs.CL,Summary1137,1005.5253v1,2010-05-28T09:41:50Z,Using Soft Constraints To Learn Semantic Models Of Descriptions Of Shapes,"Sergio Guadarrama, David P. Pancho",http://arxiv.org/pdf/1005.5253v1,No journal ref found,none,cs.CL,Summary1138,1107.4573v1,2011-07-22T16:54:11Z,Analogy perception applied to seven tests of word comprehension,Peter D. Turney,http://arxiv.org/pdf/1107.4573v1,"Journal of Experimental & Theoretical Artificial Intelligence (JETAI), 2011, Volume 23, Issue 3, pages 343-362",none,cs.AI,Summary1139,1110.2162v2,2011-10-10T19:54:57Z,Large-Margin Learning of Submodular Summarization Methods,"Ruben Sipos, Pannaga Shivaswamy, Thorsten Joachims",http://arxiv.org/pdf/1110.2162v2,No journal ref found,none,cs.AI,Summary1140,1304.3432v1,2013-03-27T19:56:55Z,"Machine Learning, Clustering, and Polymorphy","Stephen Jose Hanson, Malcolm Bauer",http://arxiv.org/pdf/1304.3432v1,No journal ref found,none,cs.AI,Summary1141,1309.4035v1,2013-09-16T16:51:02Z,Domain and Function: A Dual-Space Model of Semantic Relations and Compositions,Peter D. Turney,http://arxiv.org/pdf/1309.4035v1,"Journal of Artificial Intelligence Research (JAIR), (2012), 44, 533-585",none,cs.CL,Summary1142,1310.5042v1,2013-10-18T14:50:39Z,Distributional semantics beyond words: Supervised learning of analogy and paraphrase,Peter D. Turney,http://arxiv.org/pdf/1310.5042v1,"Transactions of the Association for Computational Linguistics (TACL), (2013), 1, 353-366",none,cs.LG,Summary1143,1310.6775v1,2013-10-24T21:10:53Z,Durkheim Project Data Analysis Report,Linas Vepstas,http://arxiv.org/pdf/1310.6775v1,No journal ref found,none,cs.AI,Summary1144,1401.5390v1,2014-01-18T21:10:57Z,Learning to Win by Reading Manuals in a Monte-Carlo Framework,"S. R. K. Branavan, David Silver, Regina Barzilay",http://arxiv.org/pdf/1401.5390v1,"Journal Of Artificial Intelligence Research, Volume 43, pages 661-704, 2012",none,cs.CL,Summary1145,1401.8269v1,2014-01-31T19:42:19Z,Experiments with Three Approaches to Recognizing Lexical Entailment,"Peter D. Turney, Saif M. Mohammad",http://arxiv.org/pdf/1401.8269v1,"Natural Language Engineering, 21 (3), (2015), 437-476",none,cs.CL,Summary1146,1405.4053v2,2014-05-16T07:12:16Z,Distributed Representations of Sentences and Documents,"Quoc V. Le, Tomas Mikolov",http://arxiv.org/pdf/1405.4053v2,No journal ref found,none,cs.CL,Summary1147,1405.7908v1,2014-05-30T16:36:07Z,Semantic Composition and Decomposition: From Recognition to Generation,Peter D. Turney,http://arxiv.org/pdf/1405.7908v1,No journal ref found,none,cs.CL,Summary1148,1409.7985v5,2014-09-29T03:04:26Z,The Utility of Text: The Case of Amicus Briefs and the Supreme Court,"Yanchuan Sim, Bryan Routledge, Noah A. Smith",http://arxiv.org/pdf/1409.7985v5,No journal ref found,none,cs.CL,Summary1149,1505.00277v1,2015-05-01T20:40:00Z,Grounded Discovery of Coordinate Term Relationships between Software Entities,"Dana Movshovitz-Attias, William W. Cohen",http://arxiv.org/pdf/1505.00277v1,No journal ref found,none,cs.CL,Summary1150,1505.02419v3,2015-05-10T18:47:06Z,Improved Relation Extraction with Feature-Rich Compositional Embedding Models,"Matthew R. Gormley, Mo Yu, Mark Dredze",http://arxiv.org/pdf/1505.02419v3,No journal ref found,none,cs.CL,Summary1151,1207.0742v1,2012-07-03T16:35:48Z,The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling,"Marc Dymetman, Guillaume Bouchard, Simon Carter",http://arxiv.org/pdf/1207.0742v1,No journal ref found,none,cs.AI,Summary1152,1406.2538v1,2014-06-10T13:16:36Z,FrameNet CNL: a Knowledge Representation and Information Extraction Language,Guntis Barzdins,http://arxiv.org/pdf/1406.2538v1,No journal ref found,none,cs.CL,Summary1153,1410.8326v1,2014-10-30T11:02:39Z,Towards Learning Object Affordance Priors from Technical Texts,Nicholas H. Kirk,http://arxiv.org/pdf/1410.8326v1,No journal ref found,none,cs.LG,Summary1154,1411.2679v1,2014-11-11T01:53:21Z,Inferring User Preferences by Probabilistic Logical Reasoning over Social Networks,"Jiwei Li, Alan Ritter, Dan Jurafsky",http://arxiv.org/pdf/1411.2679v1,No journal ref found,none,cs.SI,Summary1155,1503.00075v3,2015-02-28T06:31:50Z,Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks,"Kai Sheng Tai, Richard Socher, Christopher D. Manning",http://arxiv.org/pdf/1503.00075v3,No journal ref found,none,cs.CL,Summary1156,1503.00841v1,2015-03-03T06:59:28Z,Robustly Leveraging Prior Knowledge in Text Classification,"Biao Liu, Minlie Huang",http://arxiv.org/pdf/1503.00841v1,No journal ref found,none,cs.CL,Summary1157,1503.02510v2,2015-03-09T15:13:38Z,Compositional Distributional Semantics with Long Short Term Memory,"Phong Le, Willem Zuidema",http://arxiv.org/pdf/1503.02510v2,No journal ref found,none,cs.CL,Summary1158,1506.00999v1,2015-06-02T19:34:19Z,Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases,"Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier, Yves Grandvalet",http://arxiv.org/pdf/1506.00999v1,No journal ref found,none,cs.AI,Summary1159,1507.01193v1,2015-07-05T11:10:24Z,Dependency Recurrent Neural Language Models for Sentence Completion,"Piotr Mirowski, Andreas Vlachos",http://arxiv.org/pdf/1507.01193v1,No journal ref found,none,cs.CL,Summary1160,1507.01839v2,2015-07-07T15:20:36Z,Dependency-based Convolutional Neural Networks for Sentence Embedding,"Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1507.01839v2,No journal ref found,none,cs.CL,Summary1161,1507.07998v1,2015-07-29T01:04:28Z,Document Embedding with Paragraph Vectors,"Andrew M. Dai, Christopher Olah, Quoc V. Le",http://arxiv.org/pdf/1507.07998v1,No journal ref found,none,cs.CL,Summary1162,1510.07526v3,2015-10-26T16:03:27Z,Empirical Study on Deep Learning Models for Question Answering,"Yang Yu, Wei Zhang, Chung-Wei Hang, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1510.07526v3,No journal ref found,none,cs.CL,Summary1163,1511.02385v1,2015-11-07T18:38:22Z,Review-Level Sentiment Classification with Sentence-Level Polarity Correction,"Sylvester Olubolu Orimaye, Saadat M. Alhashmi, Eu-Gene Siew, Sang Jung Kang",http://arxiv.org/pdf/1511.02385v1,No journal ref found,none,cs.CL,Summary1164,1511.04636v5,2015-11-14T23:30:39Z,Deep Reinforcement Learning with a Natural Language Action Space,"Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf",http://arxiv.org/pdf/1511.04636v5,No journal ref found,none,cs.AI,Summary1165,1511.07972v9,2015-11-25T07:06:09Z,Learning with Memory Embeddings,"Volker Tresp, Cristóbal Esteban, Yinchong Yang, Stephan Baier, Denis Krompaß",http://arxiv.org/pdf/1511.07972v9,No journal ref found,none,cs.AI,Summary1166,1512.01173v1,2015-12-03T17:52:50Z,Building Memory with Concept Learning Capabilities from Large-scale Knowledge Base,"Jiaxin Shi, Jun Zhu",http://arxiv.org/pdf/1512.01173v1,No journal ref found,none,cs.CL,Summary1167,1512.01926v1,2015-12-07T06:37:49Z,Thinking Required,Kamil Rocki,http://arxiv.org/pdf/1512.01926v1,No journal ref found,none,cs.LG,Summary1168,1601.00816v1,2016-01-05T12:50:14Z,"Open challenges in understanding development and evolution of speech forms: The roles of embodied self-organization, motivation and active exploration",Pierre-Yves Oudeyer,http://arxiv.org/pdf/1601.00816v1,"Journal of Phonetics, Elsevier, 2015, 53, pp.5",none,cs.AI,Summary1169,1602.04375v2,2016-02-13T20:13:48Z,Science Question Answering using Instructional Materials,"Mrinmaya Sachan, Avinava Dubey, Eric P. Xing",http://arxiv.org/pdf/1602.04375v2,No journal ref found,none,cs.CL,Summary1170,1604.00461v1,2016-04-02T04:59:21Z,Embedding Lexical Features via Low-Rank Tensors,"Mo Yu, Mark Dredze, Raman Arora, Matthew Gormley",http://arxiv.org/pdf/1604.00461v1,No journal ref found,none,cs.CL,Summary1171,1604.00727v4,2016-04-04T02:43:23Z,Character-Level Question Answering with Attention,"David Golub, Xiaodong He",http://arxiv.org/pdf/1604.00727v4,No journal ref found,none,cs.CL,Summary1172,1604.05468v1,2016-04-19T08:31:23Z,Understanding Rating Behaviour and Predicting Ratings by Identifying Representative Users,"Rahul Kamath, Masanao Ochi, Yutaka Matsuo",http://arxiv.org/pdf/1604.05468v1,No journal ref found,none,cs.IR,Summary1173,1605.02129v1,2016-05-07T01:55:51Z,Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task,"Franck Dernoncourt, Ji Young Lee, Trung H. Bui, Hung H. Bui",http://arxiv.org/pdf/1605.02129v1,No journal ref found,none,cs.CL,Summary1174,1605.02130v1,2016-05-07T02:00:30Z,Robust Dialog State Tracking for Large Ontologies,"Franck Dernoncourt, Ji Young Lee, Trung H. Bui, Hung H. Bui",http://arxiv.org/pdf/1605.02130v1,No journal ref found,none,cs.CL,Summary1175,1606.01269v1,2016-06-03T20:32:52Z,End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning,"Jason D. Williams, Geoffrey Zweig",http://arxiv.org/pdf/1606.01269v1,No journal ref found,none,cs.CL,Summary1176,1606.02560v2,2016-06-08T14:03:25Z,Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning,"Tiancheng Zhao, Maxine Eskenazi",http://arxiv.org/pdf/1606.02560v2,No journal ref found,none,cs.AI,Summary1177,1606.03667v4,2016-06-12T05:38:20Z,Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads,"Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng",http://arxiv.org/pdf/1606.03667v4,No journal ref found,none,cs.CL,Summary1178,1606.03777v1,2016-06-12T22:59:14Z,Neural Belief Tracker: Data-Driven Dialogue State Tracking,"Nikola Mrkšić, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, Steve Young",http://arxiv.org/pdf/1606.03777v1,No journal ref found,none,cs.CL,Summary1179,1606.06031v1,2016-06-20T09:37:17Z,The LAMBADA dataset: Word prediction requiring a broad discourse context,"Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández",http://arxiv.org/pdf/1606.06031v1,No journal ref found,none,cs.CL,Summary1180,1606.06368v2,2016-06-20T23:59:25Z,Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings,"Fereshte Khani, Martin Rinard, Percy Liang",http://arxiv.org/pdf/1606.06368v2,No journal ref found,none,cs.LG,Summary1181,1606.08359v2,2016-06-27T16:39:23Z,Lifted Rule Injection for Relation Embeddings,"Thomas Demeester, Tim Rocktäschel, Sebastian Riedel",http://arxiv.org/pdf/1606.08359v2,No journal ref found,none,cs.LG,Summary1182,1606.08777v1,2016-06-28T16:31:50Z,"""Show me the cup"": Reference with Continuous Representations","Gemma Boleda, Sebastian Padó, Marco Baroni",http://arxiv.org/pdf/1606.08777v1,No journal ref found,none,cs.CL,Summary1183,1607.00410v1,2016-07-01T21:24:21Z,Domain Adaptation for Neural Networks by Parameter Augmentation,"Yusuke Watanabe, Kazuma Hashimoto, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1607.00410v1,No journal ref found,none,cs.CL,Summary1184,1607.00424v1,2016-07-01T22:11:38Z,Learning Relational Dependency Networks for Relation Extraction,"Dileep Viswanathan, Ameet Soni, Jude Shavlik, Sriraam Natarajan",http://arxiv.org/pdf/1607.00424v1,No journal ref found,none,cs.AI,Summary1185,1607.08723v3,2016-07-29T08:33:10Z,Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner,Emmanuel Dupoux,http://arxiv.org/pdf/1607.08723v3,No journal ref found,none,cs.CL,Summary1186,1608.02076v2,2016-08-06T07:16:31Z,Bi-directional Attention with Agreement for Dependency Parsing,"Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1608.02076v2,No journal ref found,none,cs.CL,Summary1187,1608.06651v1,2016-08-23T20:55:09Z,"Unsupervised, Efficient and Semantic Expertise Retrieval","Christophe Van Gysel, Maarten de Rijke, Marcel Worring",http://arxiv.org/pdf/1608.06651v1,No journal ref found,none,cs.IR,Summary1188,1608.07187v2,2016-08-25T15:07:17Z,Semantics derived automatically from language corpora necessarily contain human biases,"Aylin Caliskan-Islam, Joanna J. Bryson, Arvind Narayanan",http://arxiv.org/pdf/1608.07187v2,No journal ref found,none,cs.AI,Summary1189,1609.03193v2,2016-09-11T18:56:53Z,Wav2Letter: an End-to-End ConvNet-based Speech Recognition System,"Ronan Collobert, Christian Puhrsch, Gabriel Synnaeve",http://arxiv.org/pdf/1609.03193v2,No journal ref found,none,cs.LG,Summary1190,1609.08144v2,2016-09-26T19:59:55Z,Googles Neural Machine Translation System: Bridging the Gap between Human and Machine Translation,"Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean",http://arxiv.org/pdf/1609.08144v2,No journal ref found,none,cs.CL,Summary1191,1609.08441v1,2016-09-27T13:46:55Z,Weakly Supervised PLDA Training,"Lantian Li, Yixiang Chen, Dong Wang, Chenghui Zhao",http://arxiv.org/pdf/1609.08441v1,No journal ref found,none,cs.LG,Summary1192,1610.02891v2,2016-10-10T12:51:05Z,Personalizing a Dialogue System with Transfer Learning,"Kaixiang Mo, Shuangyin Li, Yu Zhang, Jiajun Li, Qiang Yang",http://arxiv.org/pdf/1610.02891v2,No journal ref found,none,cs.AI,Summary1193,1610.03164v1,2016-10-11T02:47:09Z,Navigational Instruction Generation as Inverse Reinforcement Learning with Neural Machine Translation,"Andrea F. Daniele, Mohit Bansal, Matthew R. Walter",http://arxiv.org/pdf/1610.03164v1,No journal ref found,none,cs.RO,Summary1194,1610.05688v1,2016-10-18T16:02:10Z,Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models,"Pranay Dighe, Afsaneh Asaei, Herve Bourlard",http://arxiv.org/pdf/1610.05688v1,No journal ref found,none,cs.CL,Summary1195,1611.00020v3,2016-10-31T20:07:23Z,Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision,"Chen Liang, Jonathan Berant, Quoc Le, Kenneth D. Forbus, Ni Lao",http://arxiv.org/pdf/1611.00020v3,No journal ref found,none,cs.CL,Summary1196,1611.02654v1,2016-11-08T19:04:09Z,Sentence Ordering using Recurrent Neural Networks,"Lajanugen Logeswaran, Honglak Lee, Dragomir Radev",http://arxiv.org/pdf/1611.02654v1,No journal ref found,none,cs.CL,Summary1197,1611.03218v3,2016-11-10T08:44:52Z,Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence,"Emilio Jorge, Mikael Kågebäck, Emil Gustavsson",http://arxiv.org/pdf/1611.03218v3,No journal ref found,none,cs.AI,Summary1198,1611.03599v1,2016-11-11T07:05:49Z,UTCNN: a Deep Learning Model of Stance Classificationon on Social Media Text,"Wei-Fan Chen, Lun-Wei Ku",http://arxiv.org/pdf/1611.03599v1,No journal ref found,none,cs.CL,Summary1199,1611.04642v1,2016-11-14T22:54:45Z,Implicit ReasoNet: Modeling Large-Scale Structured Relationships with Shared Memory,"Yelong Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao",http://arxiv.org/pdf/1611.04642v1,No journal ref found,none,cs.AI,Summary1200,1612.01197v1,2016-12-04T22:29:32Z,Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version),"Chen Liang, Jonathan Berant, Quoc Le, Kenneth D. Forbus, Ni Lao",http://arxiv.org/pdf/1612.01197v1,No journal ref found,none,cs.CL,Summary1201,1612.04868v1,2016-12-14T22:22:33Z,Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences,"I. Lopez-Gazpio, M. Maritxalar, A. Gonzalez-Agirre, G. Rigau, L. Uria, E. Agirre",http://arxiv.org/pdf/1612.04868v1,No journal ref found,none,cs.CL,Summary1202,1612.05688v2,2016-12-17T01:03:55Z,A User Simulator for Task-Completion Dialogues,"Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, Yun-Nung Chen",http://arxiv.org/pdf/1612.05688v2,No journal ref found,none,cs.LG,Summary1203,1701.06233v1,2017-01-22T23:03:11Z,What the Language You Tweet Says About Your Occupation,"Tianran Hu, Haoyuan Xiao, Thuy-vy Thi Nguyen, Jiebo Luo",http://arxiv.org/pdf/1701.06233v1,No journal ref found,none,cs.CY,Summary1204,1701.06247v1,2017-01-23T01:36:10Z,A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking,"Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii",http://arxiv.org/pdf/1701.06247v1,No journal ref found,none,cs.CL,Summary1205,1701.08954v1,2017-01-31T09:20:17Z,CommAI: Evaluating the first steps towards a useful general AI,"Marco Baroni, Armand Joulin, Allan Jabri, Germàn Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomas Mikolov",http://arxiv.org/pdf/1701.08954v1,No journal ref found,none,cs.LG,Summary1206,1702.01991v1,2017-02-07T13:02:09Z,Representations of language in a model of visually grounded speech signal,"Grzegorz Chrupała, Lieke Gelderloos, Afra Alishahi",http://arxiv.org/pdf/1702.01991v1,No journal ref found,none,cs.CL,Summary1207,1702.07826v1,2017-02-25T03:20:49Z,Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations,"Brent Harrison, Upol Ehsan, Mark O. Riedl",http://arxiv.org/pdf/1702.07826v1,No journal ref found,none,cs.AI,Summary1208,1702.07983v1,2017-02-26T03:19:13Z,Maximum-Likelihood Augmented Discrete Generative Adversarial Networks,"Tong Che, Yanran Li, Ruixiang Zhang, R Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio",http://arxiv.org/pdf/1702.07983v1,No journal ref found,none,cs.AI,Summary1209,1312.6849v2,2013-12-24T16:36:16Z,Speech Recognition Front End Without Information Loss,"Matthew Ager, Zoran Cvetkovic, Peter Sollich",http://arxiv.org/pdf/1312.6849v2,No journal ref found,none,cs.CL,Summary1210,1501.02598v3,2015-01-12T10:48:32Z,Combining Language and Vision with a Multimodal Skip-gram Model,"Angeliki Lazaridou, Nghia The Pham, Marco Baroni",http://arxiv.org/pdf/1501.02598v3,No journal ref found,none,cs.CL,Summary1211,1505.05612v3,2015-05-21T06:09:36Z,Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering,"Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu",http://arxiv.org/pdf/1505.05612v3,No journal ref found,none,cs.CV,Summary1212,1406.5679v1,2014-06-22T06:22:50Z,Deep Fragment Embeddings for Bidirectional Image Sentence Mapping,"Andrej Karpathy, Armand Joulin, Li Fei-Fei",http://arxiv.org/pdf/1406.5679v1,No journal ref found,none,cs.CV,Summary1213,1410.1090v1,2014-10-04T20:24:34Z,Explain Images with Multimodal Recurrent Neural Networks,"Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Alan L. Yuille",http://arxiv.org/pdf/1410.1090v1,No journal ref found,none,cs.CV,Summary1214,1411.2539v1,2014-11-10T19:09:41Z,Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models,"Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel",http://arxiv.org/pdf/1411.2539v1,No journal ref found,none,cs.LG,Summary1215,1411.4114v1,2014-11-15T05:44:10Z,Definition of Visual Speech Element and Research on a Method of Extracting Feature Vector for Korean Lip-Reading,"Ha Jong Won, Li Gwang Chol, Kim Hyok Chol, Li Kum Song",http://arxiv.org/pdf/1411.4114v1,No journal ref found,none,cs.CL,Summary1216,1412.6632v5,2014-12-20T08:10:04Z,Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN),"Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille",http://arxiv.org/pdf/1412.6632v5,ICLR 2015,none,cs.CV,Summary1217,1504.06692v2,2015-04-25T06:45:35Z,Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images,"Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille",http://arxiv.org/pdf/1504.06692v2,No journal ref found,none,cs.CV,Summary1218,1506.03099v3,2015-06-09T20:33:47Z,Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks,"Samy Bengio, Oriol Vinyals, Navdeep Jaitly, Noam Shazeer",http://arxiv.org/pdf/1506.03099v3,No journal ref found,none,cs.LG,Summary1219,1511.02283v3,2015-11-07T02:17:36Z,Generation and Comprehension of Unambiguous Object Descriptions,"Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan Yuille, Kevin Murphy",http://arxiv.org/pdf/1511.02283v3,No journal ref found,none,cs.CV,Summary1220,1511.03745v4,2015-11-12T01:13:47Z,Grounding of Textual Phrases in Images by Reconstruction,"Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele",http://arxiv.org/pdf/1511.03745v4,No journal ref found,none,cs.CV,Summary1221,1511.04891v4,2015-11-16T09:56:04Z,Sherlock: Scalable Fact Learning in Images,"Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal",http://arxiv.org/pdf/1511.04891v4,No journal ref found,none,cs.CV,Summary1222,1511.05099v5,2015-11-16T19:38:14Z,Yin and Yang: Balancing and Answering Binary Visual Questions,"Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1511.05099v5,No journal ref found,none,cs.CL,Summary1223,1511.05756v1,2015-11-18T12:30:57Z,Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction,"Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han",http://arxiv.org/pdf/1511.05756v1,No journal ref found,none,cs.CV,Summary1224,1511.06078v2,2015-11-19T07:17:49Z,Learning Deep Structure-Preserving Image-Text Embeddings,"Liwei Wang, Yin Li, Svetlana Lazebnik",http://arxiv.org/pdf/1511.06078v2,No journal ref found,none,cs.CV,Summary1225,1511.06361v6,2015-11-19T20:56:14Z,Order-Embeddings of Images and Language,"Ivan Vendrov, Ryan Kiros, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1511.06361v6,No journal ref found,none,cs.LG,Summary1226,1512.00818v2,2015-12-02T19:34:00Z,Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos,"Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet Sawhney, Ahmed Elgammal",http://arxiv.org/pdf/1512.00818v2,No journal ref found,none,cs.CV,Summary1227,1512.04407v4,2015-12-14T16:59:35Z,We Are Humor Beings: Understanding and Predicting Visual Humor,"Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol, Mohit Bansal, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh",http://arxiv.org/pdf/1512.04407v4,No journal ref found,none,cs.CV,Summary1228,1601.00025v2,2015-12-31T22:23:34Z,Write a Classifier: Predicting Visual Classifiers from Unstructured Text,"Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh",http://arxiv.org/pdf/1601.00025v2,No journal ref found,none,cs.CV,Summary1229,1601.03478v1,2015-09-14T17:19:33Z,Deep Learning Applied to Image and Text Matching,Afroze Ibrahim Baqapuri,http://arxiv.org/pdf/1601.03478v1,No journal ref found,none,cs.LG,Summary1230,1602.01895v1,2016-02-05T00:17:18Z,Generate Image Descriptions based on Deep RNN and Memory Cells for Images Features,"Shijian Tang, Song Han",http://arxiv.org/pdf/1602.01895v1,No journal ref found,none,cs.CV,Summary1231,1603.08321v1,2016-03-28T06:06:10Z,Audio Visual Emotion Recognition with Temporal Alignment and Perception Attention,"Linlin Chao, Jianhua Tao, Minghao Yang, Ya Li, Zhengqi Wen",http://arxiv.org/pdf/1603.08321v1,No journal ref found,none,cs.CV,Summary1232,1604.02125v4,2016-04-07T19:26:56Z,Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes,"Gordon Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra",http://arxiv.org/pdf/1604.02125v4,No journal ref found,none,cs.CV,Summary1233,1604.03390v2,2016-04-12T13:09:01Z,Video Description using Bidirectional Recurrent Neural Networks,"Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta",http://arxiv.org/pdf/1604.03390v2,No journal ref found,none,cs.CV,Summary1234,1605.07133v1,2016-05-23T18:46:46Z,Towards Multi-Agent Communication-Based Language Learning,"Angeliki Lazaridou, Nghia The Pham, Marco Baroni",http://arxiv.org/pdf/1605.07133v1,No journal ref found,none,cs.CL,Summary1235,1605.07912v4,2016-05-25T14:49:58Z,Review Networks for Caption Generation,"Zhilin Yang, Ye Yuan, Yuexin Wu, Ruslan Salakhutdinov, William W. Cohen",http://arxiv.org/pdf/1605.07912v4,No journal ref found,none,cs.LG,Summary1236,1605.08764v1,2016-05-27T19:31:54Z,Stacking With Auxiliary Features,"Nazneen Fatema Rajani, Raymond J. Mooney",http://arxiv.org/pdf/1605.08764v1,No journal ref found,none,cs.CL,Summary1237,1605.09553v2,2016-05-31T10:04:20Z,Attention Correctness in Neural Image Captioning,"Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille",http://arxiv.org/pdf/1605.09553v2,No journal ref found,none,cs.CV,Summary1238,1606.06622v3,2016-06-21T15:38:27Z,Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions,"Arijit Ray, Gordon Christie, Mohit Bansal, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1606.06622v3,No journal ref found,none,cs.CV,Summary1239,1606.09239v1,2016-06-29T19:52:53Z,Learning Concept Taxonomies from Multi-modal Data,"Hao Zhang, Zhiting Hu, Yuntian Deng, Mrinmaya Sachan, Zhicheng Yan, Eric P. Xing",http://arxiv.org/pdf/1606.09239v1,No journal ref found,none,cs.CL,Summary1240,1607.03827v1,2016-07-13T17:08:01Z,The KIT Motion-Language Dataset,"Matthias Plappert, Christian Mandery, Tamim Asfour",http://arxiv.org/pdf/1607.03827v1,No journal ref found,none,cs.RO,Summary1241,1611.01599v2,2016-11-05T04:05:18Z,LipNet: End-to-End Sentence-level Lipreading,"Yannis M. Assael, Brendan Shillingford, Shimon Whiteson, Nando de Freitas",http://arxiv.org/pdf/1611.01599v2,No journal ref found,none,cs.LG,Summary1242,1611.02879v1,2016-11-09T10:24:52Z,Audio Visual Speech Recognition using Deep Recurrent Neural Networks,"Abhinav Thanda, Shankar M Venkatesan",http://arxiv.org/pdf/1611.02879v1,No journal ref found,none,cs.CV,Summary1243,1611.06950v1,2016-11-21T19:00:32Z,Statistical Learning for OCR Text Correction,"Jie Mei, Aminul Islam, Yajing Wu, Abidalrahman Mohd, Evangelos E. Milios",http://arxiv.org/pdf/1611.06950v1,No journal ref found,none,cs.CV,Summary1244,1611.08002v1,2016-11-23T21:22:22Z,Semantic Compositional Networks for Visual Captioning,"Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng",http://arxiv.org/pdf/1611.08002v1,No journal ref found,none,cs.CV,Summary1245,1611.08321v1,2016-11-24T23:15:56Z,Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images,"Junhua Mao, Jiajing Xu, Yushi Jing, Alan Yuille",http://arxiv.org/pdf/1611.08321v1,No journal ref found,none,cs.LG,Summary1246,1612.06890v1,2016-12-20T21:40:40Z,CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning,"Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick",http://arxiv.org/pdf/1612.06890v1,No journal ref found,none,cs.CV,Summary1247,1612.08354v1,2016-12-26T09:51:18Z,Image-Text Multi-Modal Representation Learning by Adversarial Backpropagation,"Gwangbeen Park, Woobin Im",http://arxiv.org/pdf/1612.08354v1,No journal ref found,none,cs.CV,Summary1248,1702.00523v1,2017-02-02T01:56:22Z,Deep Learning the Indus Script,"Satish Palaniappan, Ronojoy Adhikari",http://arxiv.org/pdf/1702.00523v1,No journal ref found,none,cs.CV,Summary1249,1107.4985v1,2011-07-25T15:54:05Z,Variational Gaussian Process Dynamical Systems,"Andreas C. Damianou, Michalis K. Titsias, Neil D. Lawrence",http://arxiv.org/pdf/1107.4985v1,No journal ref found,none,stat.ML,Summary1250,1110.0107v2,2011-10-01T15:14:16Z,"Learning to relate images: Mapping units, complex cells and simultaneous eigenspaces",Roland Memisevic,http://arxiv.org/pdf/1110.0107v2,No journal ref found,none,cs.CV,Summary1251,1110.3907v3,2011-10-18T08:26:59Z,AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem,"Peng Sun, Mark D. Reid, Jie Zhou",http://arxiv.org/pdf/1110.3907v3,No journal ref found,none,stat.ML,Summary1252,1307.0060v1,2013-06-29T02:36:45Z,Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs,"Vikash K. Mansinghka, Tejas D. Kulkarni, Yura N. Perov, Joshua B. Tenenbaum",http://arxiv.org/pdf/1307.0060v1,No journal ref found,none,cs.AI,Summary1253,1505.02206v2,2015-05-08T23:15:00Z,Learning image representations tied to ego-motion,"Dinesh Jayaraman, Kristen Grauman",http://arxiv.org/pdf/1505.02206v2,No journal ref found,none,cs.CV,Summary1254,1210.7053v2,2012-10-26T05:23:25Z,"Managing sparsity, time, and quality of inference in topic models","Khoat Than, Tu Bao Ho",http://arxiv.org/pdf/1210.7053v2,No journal ref found,none,stat.ML,Summary1255,1407.1339v1,2014-07-04T23:03:25Z,Inverse Graphics with Probabilistic CAD Models,"Tejas D. Kulkarni, Vikash K. Mansinghka, Pushmeet Kohli, Joshua B. Tenenbaum",http://arxiv.org/pdf/1407.1339v1,No journal ref found,none,cs.CV,Summary1256,1410.7100v1,2014-10-27T00:25:24Z,Estimating the intrinsic dimension in fMRI space via dataset fractal analysis - Counting the `cpu cores of the human brain,Harris V. Georgiou,http://arxiv.org/pdf/1410.7100v1,No journal ref found,none,cs.AI,Summary1257,1410.8577v1,2014-10-30T22:21:02Z,An Ensemble-based System for Microaneurysm Detection and Diabetic Retinopathy Grading,"Balint Antal, Andras Hajdu",http://arxiv.org/pdf/1410.8577v1,"IEEE Transactions on Biomedical Engineering, vol.59, no.6, pp. 1720-1726, June 2012",none,cs.CV,Summary1258,1509.08329v1,2015-09-28T14:19:59Z,Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs,"Alberto N. Escalante-B., Laurenz Wiskott",http://arxiv.org/pdf/1509.08329v1,No journal ref found,none,cs.AI,Summary1259,1605.04039v1,2016-05-13T03:35:14Z,Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning,"Liang Lin, Guangrun Wang, Wangmeng Zuo, Xiangchu Feng, Lei Zhang",http://arxiv.org/pdf/1605.04039v1,No journal ref found,none,cs.CV,Summary1260,1609.00036v3,2016-08-31T20:55:26Z,Human Pose Estimation in Space and Time using 3D CNN,"Agne Grinciunaite, Amogh Gudi, Emrah Tasli, Marten den Uyl",http://arxiv.org/pdf/1609.00036v3,No journal ref found,none,cs.CV,Summary1261,1609.08677v1,2016-09-27T21:32:16Z,A Fast Factorization-based Approach to Robust PCA,"Chong Peng, Zhao Kang, Qiang Chen",http://arxiv.org/pdf/1609.08677v1,No journal ref found,none,cs.CV,Summary1262,1610.00163v2,2016-10-01T18:01:35Z,X-CNN: Cross-modal Convolutional Neural Networks for Sparse Datasets,"Petar Veličković, Duo Wang, Nicholas D. Lane, Pietro Liò",http://arxiv.org/pdf/1610.00163v2,No journal ref found,none,stat.ML,Summary1263,1611.06194v1,2016-11-18T18:50:15Z,Expert Gate: Lifelong Learning with a Network of Experts,"Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars",http://arxiv.org/pdf/1611.06194v1,No journal ref found,none,cs.CV,Summary1264,1612.00380v1,2016-12-01T18:54:51Z,Playing Doom with SLAM-Augmented Deep Reinforcement Learning,"Shehroze Bhatti, Alban Desmaison, Ondrej Miksik, Nantas Nardelli, N. Siddharth, Philip H. S. Torr",http://arxiv.org/pdf/1612.00380v1,No journal ref found,none,cs.AI,Summary1265,1612.03242v1,2016-12-10T03:11:37Z,StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks,"Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris Metaxas",http://arxiv.org/pdf/1612.03242v1,No journal ref found,none,cs.CV,Summary1266,1612.04468v1,2016-12-14T03:13:29Z,Sparse Factorization Layers for Neural Networks with Limited Supervision,"Parker Koch, Jason J. Corso",http://arxiv.org/pdf/1612.04468v1,No journal ref found,none,cs.CV,Summary1267,1701.02343v1,2017-01-09T20:39:12Z,Information Pursuit: A Bayesian Framework for Sequential Scene Parsing,"Ehsan Jahangiri, Erdem Yoruk, Rene Vidal, Laurent Younes, Donald Geman",http://arxiv.org/pdf/1701.02343v1,No journal ref found,none,cs.CV,Summary1268,1702.02258v1,2017-02-08T02:54:25Z,Generating Multiple Hypotheses for Human 3D Pose Consistent with 2D Joint Detections,"Ehsan Jahangiri, Alan L. Yuille",http://arxiv.org/pdf/1702.02258v1,No journal ref found,none,cs.CV,Summary1269,1702.07492v1,2017-02-24T08:30:43Z,Robot gains Social Intelligence through Multimodal Deep Reinforcement Learning,"Ahmed Hussain Qureshi, Yutaka Nakamura, Yuichiro Yoshikawa, Hiroshi Ishiguro",http://arxiv.org/pdf/1702.07492v1,No journal ref found,none,cs.RO,Summary1270,1702.08626v1,2017-02-28T03:16:40Z,"Show, Attend and Interact: Perceivable Human-Robot Social Interaction through Neural Attention Q-Network","Ahmed Hussain Qureshi, Yutaka Nakamura, Yuichiro Yoshikawa, Hiroshi Ishiguro",http://arxiv.org/pdf/1702.08626v1,No journal ref found,none,cs.RO,Summary1271,1106.4509v1,2011-06-22T17:12:42Z,Machine Learning Markets,Amos Storkey,http://arxiv.org/pdf/1106.4509v1,"Journal of Machine Learning Research W&CP 15(AISTATS):716-724, 2011",none,cs.AI,Summary1272,0811.0146v3,2008-11-02T09:21:40Z,Effect of Tuned Parameters on a LSA MCQ Answering Model,"Alain Lifchitz, Sandra Jhean-Larose, Guy Denhière",http://arxiv.org/pdf/0811.0146v3,"Behavior Research Methods, 41 (4), p. 1201-1209, November 2009",none,cs.LG,Summary1273,0908.0319v1,2009-08-03T19:25:58Z,Regret Bounds for Opportunistic Channel Access,"Sarah Filippi, Olivier Cappé, Aurélien Garivier",http://arxiv.org/pdf/0908.0319v1,No journal ref found,none,stat.ML,Summary1274,1003.5956v2,2010-03-31T01:20:07Z,Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms,"Lihong Li, Wei Chu, John Langford, Xuanhui Wang",http://arxiv.org/pdf/1003.5956v2,No journal ref found,none,cs.LG,Summary1275,1005.0530v1,2010-05-04T14:01:10Z,Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data,"Mohak Shah, Mario Marchand, Jacques Corbeil",http://arxiv.org/pdf/1005.0530v1,No journal ref found,none,cs.LG,Summary1276,1006.1328v1,2010-06-07T18:45:46Z,Uncovering the Riffled Independence Structure of Rankings,"Jonathan Huang, Carlos Guestrin",http://arxiv.org/pdf/1006.1328v1,No journal ref found,none,cs.LG,Summary1277,1009.0861v1,2010-09-04T19:18:54Z,On the Estimation of Coherence,"Mehryar Mohri, Ameet Talwalkar",http://arxiv.org/pdf/1009.0861v1,No journal ref found,none,stat.ML,Summary1278,1011.0686v3,2010-11-02T17:55:55Z,A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning,"Stephane Ross, Geoffrey J. Gordon, J. Andrew Bagnell",http://arxiv.org/pdf/1011.0686v3,No journal ref found,none,cs.LG,Summary1279,1105.0972v1,2011-05-05T04:02:35Z,Rapid Feature Learning with Stacked Linear Denoisers,"Zhixiang Eddie Xu, Kilian Q. Weinberger, Fei Sha",http://arxiv.org/pdf/1105.0972v1,No journal ref found,none,cs.LG,Summary1280,1106.1157v3,2011-06-06T19:24:44Z,Bayesian and L1 Approaches to Sparse Unsupervised Learning,"Shakir Mohamed, Katherine Heller, Zoubin Ghahramani",http://arxiv.org/pdf/1106.1157v3,No journal ref found,none,cs.LG,Summary1281,1106.2369v1,2011-06-13T01:57:52Z,Efficient Optimal Learning for Contextual Bandits,"Miroslav Dudik, Daniel Hsu, Satyen Kale, Nikos Karampatziakis, John Langford, Lev Reyzin, Tong Zhang",http://arxiv.org/pdf/1106.2369v1,No journal ref found,none,cs.LG,Summary1282,1108.3259v1,2011-08-16T14:55:20Z,A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition,"Souhaib Ben Taieb, Gianluca Bontempi, Amir Atiya, Antti Sorjamaa",http://arxiv.org/pdf/1108.3259v1,No journal ref found,none,stat.ML,Summary1283,1108.3372v1,2011-08-16T23:46:59Z,Overlapping Mixtures of Gaussian Processes for the Data Association Problem,"Miguel Lázaro-Gredilla, Steven Van Vaerenbergh, Neil Lawrence",http://arxiv.org/pdf/1108.3372v1,No journal ref found,none,stat.ML,Summary1284,1110.3239v1,2011-10-12T12:17:51Z,Improving parameter learning of Bayesian nets from incomplete data,"Giorgio Corani, Cassio P. De Campos",http://arxiv.org/pdf/1110.3239v1,No journal ref found,none,cs.LG,Summary1285,1202.3701v1,2012-02-14T16:41:17Z,"Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks","Gowtham Bellala, Jason Stanley, Clayton Scott, Suresh K. Bhavnani",http://arxiv.org/pdf/1202.3701v1,No journal ref found,none,cs.LG,Summary1286,1202.3722v1,2012-02-14T16:41:17Z,Hierarchical Affinity Propagation,"Inmar Givoni, Clement Chung, Brendan J. Frey",http://arxiv.org/pdf/1202.3722v1,No journal ref found,none,cs.LG,Summary1287,1202.3732v1,2012-02-14T16:41:17Z,Sum-Product Networks: A New Deep Architecture,"Hoifung Poon, Pedro Domingos",http://arxiv.org/pdf/1202.3732v1,No journal ref found,none,cs.LG,Summary1288,1202.3734v1,2012-02-14T16:41:17Z,Efficient Probabilistic Inference with Partial Ranking Queries,"Jonathan Huang, Ashish Kapoor, Carlos E. Guestrin",http://arxiv.org/pdf/1202.3734v1,No journal ref found,none,cs.LG,Summary1289,1202.3738v1,2012-02-14T16:41:17Z,Learning Determinantal Point Processes,"Alex Kulesza, Ben Taskar",http://arxiv.org/pdf/1202.3738v1,No journal ref found,none,cs.LG,Summary1290,1202.3782v1,2012-02-14T16:41:17Z,Graphical Models for Bandit Problems,"Kareem Amin, Michael Kearns, Umar Syed",http://arxiv.org/pdf/1202.3782v1,No journal ref found,none,cs.LG,Summary1291,1202.4478v1,2012-02-20T21:48:09Z,(weak) Calibration is Computationally Hard,"Elad Hazan, Sham Kakade",http://arxiv.org/pdf/1202.4478v1,No journal ref found,none,cs.GT,Summary1292,1205.3109v4,2012-05-14T17:20:29Z,Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search,"Arthur Guez, David Silver, Peter Dayan",http://arxiv.org/pdf/1205.3109v4,"(2012) Advances in Neural Information Processing Systems 25, pages 1034-1042",none,cs.LG,Summary1293,1206.3260v1,2012-06-13T15:33:32Z,Causal discovery of linear acyclic models with arbitrary distributions,"Patrik O. Hoyer, Aapo Hyvarinen, Richard Scheines, Peter L. Spirtes, Joseph Ramsey, Gustavo Lacerda, Shohei Shimizu",http://arxiv.org/pdf/1206.3260v1,No journal ref found,none,stat.ML,Summary1294,1206.4606v1,2012-06-18T14:43:42Z,TrueLabel + Confusions: A Spectrum of Probabilistic Models in Analyzing Multiple Ratings,"Chao Liu, Yi-Min Wang",http://arxiv.org/pdf/1206.4606v1,No journal ref found,none,cs.LG,Summary1295,1206.4613v1,2012-06-18T15:00:40Z,Near-Optimal BRL using Optimistic Local Transitions,"Mauricio Araya, Olivier Buffet, Vincent Thomas",http://arxiv.org/pdf/1206.4613v1,No journal ref found,none,cs.AI,Summary1296,1206.4617v1,2012-06-18T15:02:28Z,Continuous Inverse Optimal Control with Locally Optimal Examples,"Sergey Levine, Vladlen Koltun",http://arxiv.org/pdf/1206.4617v1,No journal ref found,none,cs.LG,Summary1297,1206.4654v1,2012-06-18T15:25:04Z,A Generalized Loop Correction Method for Approximate Inference in Graphical Models,"Siamak Ravanbakhsh, Chun-Nam Yu, Russell Greiner",http://arxiv.org/pdf/1206.4654v1,No journal ref found,none,cs.AI,Summary1298,1206.4656v1,2012-06-18T15:26:13Z,Machine Learning that Matters,Kiri Wagstaff,http://arxiv.org/pdf/1206.4656v1,No journal ref found,none,cs.LG,Summary1299,1206.5261v1,2012-06-20T15:00:46Z,Mixture-of-Parents Maximum Entropy Markov Models,"David S. Rosenberg, Dan Klein, Ben Taskar",http://arxiv.org/pdf/1206.5261v1,No journal ref found,none,cs.LG,Summary1300,1206.5263v1,2012-06-20T15:01:43Z,Reading Dependencies from Polytree-Like Bayesian Networks,Jose M. Pena,http://arxiv.org/pdf/1206.5263v1,No journal ref found,none,cs.AI,Summary1301,1206.5265v1,2012-06-20T15:02:29Z,Consensus ranking under the exponential model,"Marina Meila, Kapil Phadnis, Arthur Patterson, Jeff A. Bilmes",http://arxiv.org/pdf/1206.5265v1,No journal ref found,none,cs.LG,Summary1302,1206.5277v1,2012-06-20T15:07:42Z,Accuracy Bounds for Belief Propagation,Alexander T. Ihler,http://arxiv.org/pdf/1206.5277v1,No journal ref found,none,cs.AI,Summary1303,1206.5286v1,2012-06-20T15:16:08Z,"MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies","Yair Weiss, Chen Yanover, Talya Meltzer",http://arxiv.org/pdf/1206.5286v1,No journal ref found,none,cs.AI,Summary1304,1206.5290v1,2012-06-20T15:18:02Z,Imitation Learning with a Value-Based Prior,"Umar Syed, Robert E. Schapire",http://arxiv.org/pdf/1206.5290v1,No journal ref found,none,cs.LG,Summary1305,1206.5291v1,2012-06-20T15:18:24Z,Improved Dynamic Schedules for Belief Propagation,"Charles Sutton, Andrew McCallum",http://arxiv.org/pdf/1206.5291v1,No journal ref found,none,cs.LG,Summary1306,1206.6386v1,2012-06-27T19:59:59Z,How To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing,"Yoram Bachrach, Thore Graepel, Tom Minka, John Guiver",http://arxiv.org/pdf/1206.6386v1,No journal ref found,none,cs.LG,Summary1307,1206.6399v1,2012-06-27T19:59:59Z,Demand-Driven Clustering in Relational Domains for Predicting Adverse Drug Events,"Jesse Davis, Vitor Santos Costa, Peggy Peissig, Michael Caldwell, Elizabeth Berg, David Page",http://arxiv.org/pdf/1206.6399v1,No journal ref found,none,cs.LG,Summary1308,1206.6405v1,2012-06-27T19:59:59Z,Bounded Planning in Passive POMDPs,"Roy Fox, Naftali Tishby",http://arxiv.org/pdf/1206.6405v1,No journal ref found,none,cs.LG,Summary1309,1206.6460v1,2012-06-27T19:59:59Z,Output Space Search for Structured Prediction,"Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli",http://arxiv.org/pdf/1206.6460v1,No journal ref found,none,cs.LG,Summary1310,1206.6484v1,2012-06-27T19:59:59Z,Apprenticeship Learning for Model Parameters of Partially Observable Environments,"Takaki Makino, Johane Takeuchi",http://arxiv.org/pdf/1206.6484v1,No journal ref found,none,cs.LG,Summary1311,1206.6828v1,2012-06-27T16:15:14Z,Advances in exact Bayesian structure discovery in Bayesian networks,Mikko Koivisto,http://arxiv.org/pdf/1206.6828v1,No journal ref found,none,cs.LG,Summary1312,1206.6842v1,2012-06-27T16:20:30Z,Chi-square Tests Driven Method for Learning the Structure of Factored MDPs,"Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin",http://arxiv.org/pdf/1206.6842v1,No journal ref found,none,cs.LG,Summary1313,1206.6846v1,2012-06-27T16:23:17Z,Approximate Separability for Weak Interaction in Dynamic Systems,Avi Pfeffer,http://arxiv.org/pdf/1206.6846v1,No journal ref found,none,cs.LG,Summary1314,1206.6847v1,2012-06-27T16:23:41Z,Identifying the Relevant Nodes Without Learning the Model,"Jose M. Pena, Roland Nilsson, Johan Björkegren, Jesper Tegnér",http://arxiv.org/pdf/1206.6847v1,No journal ref found,none,cs.LG,Summary1315,1206.6851v1,2012-06-27T16:24:43Z,"A compact, hierarchical Q-function decomposition","Bhaskara Marthi, Stuart Russell, David Andre",http://arxiv.org/pdf/1206.6851v1,No journal ref found,none,cs.LG,Summary1316,1206.6852v1,2012-06-27T16:24:57Z,Structured Priors for Structure Learning,"Vikash Mansinghka, Charles Kemp, Thomas Griffiths, Joshua Tenenbaum",http://arxiv.org/pdf/1206.6852v1,No journal ref found,none,cs.LG,Summary1317,1206.6862v1,2012-06-27T16:28:06Z,On the Number of Samples Needed to Learn the Correct Structure of a Bayesian Network,"Or Zuk, Shiri Margel, Eytan Domany",http://arxiv.org/pdf/1206.6862v1,No journal ref found,none,cs.LG,Summary1318,1206.6865v1,2012-06-27T16:28:41Z,A Non-Parametric Bayesian Method for Inferring Hidden Causes,"Frank Wood, Thomas Griffiths, Zoubin Ghahramani",http://arxiv.org/pdf/1206.6865v1,No journal ref found,none,cs.LG,Summary1319,1206.6870v1,2012-06-27T16:29:41Z,Incremental Model-based Learners With Formal Learning-Time Guarantees,"Alexander L. Strehl, Lihong Li, Michael L. Littman",http://arxiv.org/pdf/1206.6870v1,No journal ref found,none,cs.LG,Summary1320,1212.0967v1,2012-12-05T08:52:33Z,Compiling Relational Database Schemata into Probabilistic Graphical Models,"Sameer Singh, Thore Graepel",http://arxiv.org/pdf/1212.0967v1,No journal ref found,none,cs.AI,Summary1321,1212.1100v1,2012-12-05T17:07:39Z,Making Early Predictions of the Accuracy of Machine Learning Applications,"J. E. Smith, P. Caleb-Solly, M. A. Tahir, D. Sannen, H. van-Brussel",http://arxiv.org/pdf/1212.1100v1,No journal ref found,none,cs.LG,Summary1322,1212.1108v2,2012-12-05T17:29:59Z,On the Convergence Properties of Optimal AdaBoost,"Joshua Belanich, Luis E. Ortiz",http://arxiv.org/pdf/1212.1108v2,No journal ref found,none,cs.LG,Summary1323,1212.2464v1,2012-10-19T15:04:44Z,A Robust Independence Test for Constraint-Based Learning of Causal Structure,"Denver Dash, Marek J. Druzdzel",http://arxiv.org/pdf/1212.2464v1,No journal ref found,none,cs.AI,Summary1324,1212.2468v1,2012-10-19T15:04:28Z,Large-Sample Learning of Bayesian Networks is NP-Hard,"David Maxwell Chickering, Christopher Meek, David Heckerman",http://arxiv.org/pdf/1212.2468v1,No journal ref found,none,cs.LG,Summary1325,1212.2470v1,2012-10-19T15:04:17Z,Reasoning about Bayesian Network Classifiers,"Hei Chan, Adnan Darwiche",http://arxiv.org/pdf/1212.2470v1,No journal ref found,none,cs.LG,Summary1326,1212.2480v1,2012-10-19T15:06:00Z,Approximate Inference and Constrained Optimization,"Tom Heskes, Kees Albers, Hilbert Kappen",http://arxiv.org/pdf/1212.2480v1,No journal ref found,none,cs.LG,Summary1327,1212.2500v1,2012-10-19T15:07:12Z,On Local Optima in Learning Bayesian Networks,"Jens D. Nielsen, Tomas Kocka, Jose M. Pena",http://arxiv.org/pdf/1212.2500v1,No journal ref found,none,cs.LG,Summary1328,1212.6659v1,2012-12-29T20:23:48Z,Focus of Attention for Linear Predictors,"Raphael Pelossof, Zhiliang Ying",http://arxiv.org/pdf/1212.6659v1,No journal ref found,none,stat.ML,Summary1329,1302.1528v2,2013-02-06T15:54:25Z,A Bayesian Approach to Learning Bayesian Networks with Local Structure,"David Maxwell Chickering, David Heckerman, Christopher Meek",http://arxiv.org/pdf/1302.1528v2,No journal ref found,none,cs.LG,Summary1330,1302.3566v1,2013-02-13T14:12:58Z,Learning Equivalence Classes of Bayesian Networks Structures,David Maxwell Chickering,http://arxiv.org/pdf/1302.3566v1,No journal ref found,none,cs.AI,Summary1331,1302.3567v2,2013-02-13T14:13:03Z,Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network,"David Maxwell Chickering, David Heckerman",http://arxiv.org/pdf/1302.3567v2,No journal ref found,none,cs.LG,Summary1332,1302.3577v1,2013-02-13T14:14:02Z,Learning Bayesian Networks with Local Structure,"Nir Friedman, Moises Goldszmidt",http://arxiv.org/pdf/1302.3577v1,No journal ref found,none,cs.AI,Summary1333,1302.3580v2,2013-02-13T14:14:19Z,Asymptotic Model Selection for Directed Networks with Hidden Variables,"Dan Geiger, David Heckerman, Christopher Meek",http://arxiv.org/pdf/1302.3580v2,No journal ref found,none,cs.LG,Summary1334,1302.4964v1,2013-02-20T15:22:01Z,Estimating Continuous Distributions in Bayesian Classifiers,"George H. John, Pat Langley",http://arxiv.org/pdf/1302.4964v1,No journal ref found,none,cs.LG,Summary1335,1302.6677v1,2013-02-27T06:45:28Z,Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization,"Stefano Ermon, Carla P. Gomes, Ashish Sabharwal, Bart Selman",http://arxiv.org/pdf/1302.6677v1,No journal ref found,none,cs.LG,Summary1336,1302.6808v1,2013-02-27T14:16:08Z,Learning Gaussian Networks,"Dan Geiger, David Heckerman",http://arxiv.org/pdf/1302.6808v1,No journal ref found,none,cs.AI,Summary1337,1302.7175v2,2013-02-28T12:48:32Z,Estimating the Maximum Expected Value: An Analysis of (Nested) Cross Validation and the Maximum Sample Average,Hado van Hasselt,http://arxiv.org/pdf/1302.7175v2,No journal ref found,none,stat.ML,Summary1338,1104.2018v1,2011-04-11T18:24:01Z,Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression,"Sham Kakade, Adam Tauman Kalai, Varun Kanade, Ohad Shamir",http://arxiv.org/pdf/1104.2018v1,No journal ref found,none,cs.AI,Summary1339,1111.1784v2,2011-11-08T02:41:48Z,UPAL: Unbiased Pool Based Active Learning,"Ravi Ganti, Alexander Gray",http://arxiv.org/pdf/1111.1784v2,No journal ref found,none,stat.ML,Summary1340,1109.3940v1,2011-09-19T04:19:30Z,Learning Discriminative Metrics via Generative Models and Kernel Learning,"Yuan Shi, Yung-Kyun Noh, Fei Sha, Daniel D. Lee",http://arxiv.org/pdf/1109.3940v1,No journal ref found,none,cs.LG,Summary1341,1204.0033v1,2012-03-30T21:38:52Z,Transforming Graph Representations for Statistical Relational Learning,"Ryan A. Rossi, Luke K. McDowell, David W. Aha, Jennifer Neville",http://arxiv.org/pdf/1204.0033v1,No journal ref found,none,stat.ML,Summary1342,1204.1681v1,2012-04-07T21:09:48Z,The threshold EM algorithm for parameter learning in bayesian network with incomplete data,"Fradj Ben Lamine, Karim Kalti, Mohamed Ali Mahjoub",http://arxiv.org/pdf/1204.1681v1,"(IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 2, No. 7, pp 86-90, July 2011",none,cs.AI,Summary1343,1209.6561v2,2012-09-28T16:06:09Z,Scoring and Searching over Bayesian Networks with Causal and Associative Priors,"Giorgos Borboudakis, Ioannis Tsamardinos",http://arxiv.org/pdf/1209.6561v2,No journal ref found,none,cs.AI,Summary1344,1211.0906v2,2012-11-05T16:15:16Z,Algorithm Runtime Prediction: Methods & Evaluation,"Frank Hutter, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown",http://arxiv.org/pdf/1211.0906v2,No journal ref found,none,cs.AI,Summary1345,1211.3831v3,2012-11-16T08:54:08Z,Objective Improvement in Information-Geometric Optimization,"Youhei Akimoto, Yann Ollivier",http://arxiv.org/pdf/1211.3831v3,Foundations of Genetic Algorithms XII (2013),none,cs.LG,Summary1346,1301.0563v1,2012-12-12T15:55:54Z,Interpolating Conditional Density Trees,"Scott Davies, Andrew Moore",http://arxiv.org/pdf/1301.0563v1,No journal ref found,none,cs.LG,Summary1347,1301.0604v1,2012-12-12T15:58:38Z,Discriminative Probabilistic Models for Relational Data,"Ben Taskar, Pieter Abbeel, Daphne Koller",http://arxiv.org/pdf/1301.0604v1,No journal ref found,none,cs.LG,Summary1348,1301.0613v1,2012-12-12T15:59:15Z,IPF for Discrete Chain Factor Graphs,"Wim Wiegerinck, Tom Heskes",http://arxiv.org/pdf/1301.0613v1,No journal ref found,none,cs.LG,Summary1349,1301.1299v1,2013-01-07T18:48:02Z,Automated Variational Inference in Probabilistic Programming,"David Wingate, Theophane Weber",http://arxiv.org/pdf/1301.1299v1,No journal ref found,none,stat.ML,Summary1350,1301.2262v1,2013-01-10T16:23:01Z,Conditions Under Which Conditional Independence and Scoring Methods Lead to Identical Selection of Bayesian Network Models,Robert G. Cowell,http://arxiv.org/pdf/1301.2262v1,No journal ref found,none,cs.AI,Summary1351,1301.2269v1,2013-01-10T16:23:30Z,Learning the Dimensionality of Hidden Variables,"Gal Elidan, Nir Friedman",http://arxiv.org/pdf/1301.2269v1,No journal ref found,none,cs.LG,Summary1352,1301.2270v1,2013-01-10T16:23:36Z,Multivariate Information Bottleneck,"Nir Friedman, Ori Mosenzon, Noam Slonim, Naftali Tishby",http://arxiv.org/pdf/1301.2270v1,No journal ref found,none,cs.LG,Summary1353,1301.2280v1,2013-01-10T16:24:19Z,Estimating Well-Performing Bayesian Networks using Bernoulli Mixtures,Geoff A. Jarrad,http://arxiv.org/pdf/1301.2280v1,No journal ref found,none,cs.LG,Summary1354,1301.2283v1,2013-01-10T16:24:32Z,Improved learning of Bayesian networks,"Tomas Kocka, Robert Castelo",http://arxiv.org/pdf/1301.2283v1,No journal ref found,none,cs.LG,Summary1355,1301.2311v1,2013-01-10T16:26:35Z,Maximum Likelihood Bounded Tree-Width Markov Networks,Nathan Srebro,http://arxiv.org/pdf/1301.2311v1,No journal ref found,none,cs.LG,Summary1356,1301.2315v1,2013-01-10T16:26:53Z,The Optimal Reward Baseline for Gradient-Based Reinforcement Learning,"Lex Weaver, Nigel Tao",http://arxiv.org/pdf/1301.2315v1,No journal ref found,none,cs.LG,Summary1357,1301.2318v1,2013-01-10T16:27:07Z,Statistical Modeling in Continuous Speech Recognition (CSR)(Invited Talk),Steve Young,http://arxiv.org/pdf/1301.2318v1,No journal ref found,none,cs.LG,Summary1358,1301.3764v2,2013-01-16T17:48:38Z,"Adaptive learning rates and parallelization for stochastic, sparse, non-smooth gradients","Tom Schaul, Yann LeCun",http://arxiv.org/pdf/1301.3764v2,No journal ref found,none,cs.LG,Summary1359,1301.3837v1,2013-01-16T15:48:59Z,Dynamic Bayesian Multinets,Jeff A. Bilmes,http://arxiv.org/pdf/1301.3837v1,No journal ref found,none,cs.LG,Summary1360,1301.3852v1,2013-01-16T15:49:57Z,Mix-nets: Factored Mixtures of Gaussians in Bayesian Networks With Mixed Continuous And Discrete Variables,"Scott Davies, Andrew Moore",http://arxiv.org/pdf/1301.3852v1,No journal ref found,none,cs.LG,Summary1361,1301.3856v1,2013-01-16T15:50:14Z,Being Bayesian about Network Structure,"Nir Friedman, Daphne Koller",http://arxiv.org/pdf/1301.3856v1,No journal ref found,none,cs.LG,Summary1362,1301.3857v1,2013-01-16T15:50:18Z,Gaussian Process Networks,"Nir Friedman, Iftach Nachman",http://arxiv.org/pdf/1301.3857v1,No journal ref found,none,cs.AI,Summary1363,1301.3875v1,2013-01-16T15:51:30Z,Tractable Bayesian Learning of Tree Belief Networks,"Marina Meila, Tommi S. Jaakkola",http://arxiv.org/pdf/1301.3875v1,No journal ref found,none,cs.LG,Summary1364,1301.3882v1,2013-01-16T15:51:58Z,Adaptive Importance Sampling for Estimation in Structured Domains,"Luis E. Ortiz, Leslie Pack Kaelbling",http://arxiv.org/pdf/1301.3882v1,No journal ref found,none,cs.AI,Summary1365,1301.3895v1,2013-01-16T15:52:49Z,Dynamic Trees: A Structured Variational Method Giving Efficient Propagation Rules,Amos J. Storkey,http://arxiv.org/pdf/1301.3895v1,No journal ref found,none,cs.LG,Summary1366,1301.3897v1,2013-01-16T15:52:56Z,A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks,Jin Tian,http://arxiv.org/pdf/1301.3897v1,No journal ref found,none,cs.AI,Summary1367,1301.3899v1,2013-01-16T15:53:05Z,Model-Based Hierarchical Clustering,"Shivakumar Vaithyanathan, Byron E Dom",http://arxiv.org/pdf/1301.3899v1,No journal ref found,none,cs.LG,Summary1368,1301.3901v1,2013-01-16T15:53:17Z,Variational Approximations between Mean Field Theory and the Junction Tree Algorithm,Wim Wiegerinck,http://arxiv.org/pdf/1301.3901v1,No journal ref found,none,cs.LG,Summary1369,1301.5488v1,2013-01-23T12:54:09Z,Multi-class Generalized Binary Search for Active Inverse Reinforcement Learning,"Francisco Melo, Manuel Lopes",http://arxiv.org/pdf/1301.5488v1,No journal ref found,none,cs.LG,Summary1370,1301.6684v1,2013-01-23T15:57:14Z,Comparing Bayesian Network Classifiers,"Jie Cheng, Russell Greiner",http://arxiv.org/pdf/1301.6684v1,No journal ref found,none,cs.LG,Summary1371,1301.6695v1,2013-01-23T15:58:00Z,Data Analysis with Bayesian Networks: A Bootstrap Approach,"Nir Friedman, Moises Goldszmidt, Abraham Wyner",http://arxiv.org/pdf/1301.6695v1,No journal ref found,none,cs.LG,Summary1372,1301.6696v1,2013-01-23T15:58:05Z,"Learning Bayesian Network Structure from Massive Datasets: The ""Sparse Candidate"" Algorithm","Nir Friedman, Iftach Nachman, Dana Peer",http://arxiv.org/pdf/1301.6696v1,No journal ref found,none,cs.LG,Summary1373,1301.6723v1,2013-01-23T15:59:54Z,A Bayesian Network Classifier that Combines a Finite Mixture Model and a Naive Bayes Model,"Stefano Monti, Gregory F. Cooper",http://arxiv.org/pdf/1301.6723v1,No journal ref found,none,cs.LG,Summary1374,1301.6724v1,2013-01-23T15:59:58Z,A Variational Approximation for Bayesian Networks with Discrete and Continuous Latent Variables,Kevin Murphy,http://arxiv.org/pdf/1301.6724v1,No journal ref found,none,cs.AI,Summary1375,1301.6727v1,2013-01-23T16:00:10Z,Learning Bayesian Networks with Restricted Causal Interactions,"Julian R. Neil, Chris S. Wallace, Kevin B. Korb",http://arxiv.org/pdf/1301.6727v1,No journal ref found,none,cs.AI,Summary1376,1301.7373v1,2013-01-30T15:03:37Z,The Bayesian Structural EM Algorithm,Nir Friedman,http://arxiv.org/pdf/1301.7373v1,No journal ref found,none,cs.LG,Summary1377,1301.7415v2,2013-01-30T15:07:02Z,Learning Mixtures of DAG Models,"Bo Thiesson, Christopher Meek, David Maxwell Chickering, David Heckerman",http://arxiv.org/pdf/1301.7415v2,No journal ref found,none,cs.LG,Summary1378,1304.2024v3,2013-04-07T17:00:37Z,A General Framework for Interacting Bayes-Optimally with Self-Interested Agents using Arbitrary Parametric Model and Model Prior,"Trong Nghia Hoang, Kian Hsiang Low",http://arxiv.org/pdf/1304.2024v3,No journal ref found,none,cs.LG,Summary1379,1304.2363v1,2013-03-27T19:43:53Z,Multiple decision trees,"Suk Wah Kwok, Chris Carter",http://arxiv.org/pdf/1304.2363v1,No journal ref found,none,cs.LG,Summary1380,1304.7045v2,2013-04-26T00:35:37Z,An Algorithm for Training Polynomial Networks,"Roi Livni, Shai Shalev-Shwartz, Ohad Shamir",http://arxiv.org/pdf/1304.7045v2,No journal ref found,none,cs.LG,Summary1381,1307.0803v2,2013-07-02T19:35:21Z,Data Fusion by Matrix Factorization,"Marinka Žitnik, Blaž Zupan",http://arxiv.org/pdf/1307.0803v2,"Marinka Zitnik and Blaz Zupan. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(1):41-53 (2015)",none,cs.LG,Summary1382,1307.0813v2,2013-07-02T07:59:32Z,Multi-Task Policy Search,"Marc Peter Deisenroth, Peter Englert, Jan Peters, Dieter Fox",http://arxiv.org/pdf/1307.0813v2,No journal ref found,none,stat.ML,Summary1383,1307.3964v1,2013-07-15T14:31:44Z,Learning Markov networks with context-specific independences,"Alejandro Edera, Federico Schlüter, Facundo Bromberg",http://arxiv.org/pdf/1307.3964v1,No journal ref found,none,cs.AI,Summary1384,1307.4847v4,2013-07-18T07:22:39Z,Efficient Reinforcement Learning in Deterministic Systems with Value Function Generalization,"Zheng Wen, Benjamin Van Roy",http://arxiv.org/pdf/1307.4847v4,No journal ref found,none,cs.LG,Summary1385,1309.6820v1,2013-09-26T12:35:41Z,SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure,"Eliot Brenner, David Sontag",http://arxiv.org/pdf/1309.6820v1,No journal ref found,none,cs.LG,Summary1386,1309.6829v1,2013-09-26T12:38:09Z,Bethe-ADMM for Tree Decomposition based Parallel MAP Inference,"Qiang Fu, Huahua Wang, Arindam Banerjee",http://arxiv.org/pdf/1309.6829v1,No journal ref found,none,cs.AI,Summary1387,1309.6849v1,2013-09-26T12:45:43Z,Cyclic Causal Discovery from Continuous Equilibrium Data,"Joris Mooij, Tom Heskes",http://arxiv.org/pdf/1309.6849v1,No journal ref found,none,cs.LG,Summary1388,1309.6860v1,2013-09-26T12:49:46Z,Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders,"Eleni Sgouritsa, Dominik Janzing, Jonas Peters, Bernhard Schoelkopf",http://arxiv.org/pdf/1309.6860v1,No journal ref found,none,cs.LG,Summary1389,1309.6863v1,2013-09-26T12:50:19Z,Sparse Nested Markov models with Log-linear Parameters,"Ilya Shpitser, Robin J. Evans, Thomas S. Richardson, James M. Robins",http://arxiv.org/pdf/1309.6863v1,No journal ref found,none,cs.LG,Summary1390,1310.1187v1,2013-10-04T07:29:08Z,Labeled Directed Acyclic Graphs: a generalization of context-specific independence in directed graphical models,"Johan Pensar, Henrik Nyman, Timo Koski, Jukka Corander",http://arxiv.org/pdf/1310.1187v1,No journal ref found,none,stat.ML,Summary1391,1310.1947v1,2013-10-07T20:43:16Z,Bayesian Optimization With Censored Response Data,"Frank Hutter, Holger Hoos, Kevin Leyton-Brown",http://arxiv.org/pdf/1310.1947v1,No journal ref found,none,cs.AI,Summary1392,1310.2627v2,2013-10-09T20:39:08Z,A Sparse and Adaptive Prior for Time-Dependent Model Parameters,"Dani Yogatama, Bryan R. Routledge, Noah A. Smith",http://arxiv.org/pdf/1310.2627v2,No journal ref found,none,stat.ML,Summary1393,1310.5288v3,2013-10-20T01:26:45Z,GPatt: Fast Multidimensional Pattern Extrapolation with Gaussian Processes,"Andrew Gordon Wilson, Elad Gilboa, Arye Nehorai, John P. Cunningham",http://arxiv.org/pdf/1310.5288v3,No journal ref found,none,stat.ML,Summary1394,1310.6288v1,2013-10-23T16:43:59Z,Spatial-Spectral Boosting Analysis for Stroke Patients Motor Imagery EEG in Rehabilitation Training,"Hao Zhang, Liqing Zhang",http://arxiv.org/pdf/1310.6288v1,No journal ref found,none,stat.ML,Summary1395,1310.6343v1,2013-10-23T19:49:32Z,Provable Bounds for Learning Some Deep Representations,"Sanjeev Arora, Aditya Bhaskara, Rong Ge, Tengyu Ma",http://arxiv.org/pdf/1310.6343v1,No journal ref found,none,cs.LG,Summary1396,1310.7163v1,2013-10-27T06:29:55Z,Generalized Thompson Sampling for Contextual Bandits,Lihong Li,http://arxiv.org/pdf/1310.7163v1,No journal ref found,none,cs.LG,Summary1397,1311.1704v3,2013-11-07T14:58:40Z,Scalable Recommendation with Poisson Factorization,"Prem Gopalan, Jake M. Hofman, David M. Blei",http://arxiv.org/pdf/1311.1704v3,No journal ref found,none,cs.IR,Summary1398,1311.3368v1,2013-11-14T02:39:45Z,Anytime Belief Propagation Using Sparse Domains,"Sameer Singh, Sebastian Riedel, Andrew McCallum",http://arxiv.org/pdf/1311.3368v1,No journal ref found,none,stat.ML,Summary1399,1311.6594v2,2013-11-26T09:03:10Z,Auto-adaptative Laplacian Pyramids for High-dimensional Data Analysis,"Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro",http://arxiv.org/pdf/1311.6594v2,No journal ref found,none,cs.AI,Summary1400,1311.7071v2,2013-11-27T18:58:07Z,Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series,"Zitao Liu, Milos Hauskrecht",http://arxiv.org/pdf/1311.7071v2,No journal ref found,none,cs.AI,Summary1401,1312.0790v2,2013-12-03T12:12:23Z,Test Set Selection using Active Information Acquisition for Predictive Models,"Sneha Chaudhari, Pankaj Dayama, Vinayaka Pandit, Indrajit Bhattacharya",http://arxiv.org/pdf/1312.0790v2,No journal ref found,none,cs.AI,Summary1402,1312.6995v3,2013-12-25T18:08:44Z,Towards Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition,"Sourav Bhattacharya, Petteri Nurmi, Nils Hammerla, Thomas Plötz",http://arxiv.org/pdf/1312.6995v3,No journal ref found,none,cs.LG,Summary1403,1401.3441v1,2014-01-15T04:54:14Z,Transductive Rademacher Complexity and its Applications,"Ran El-Yaniv, Dmitry Pechyony",http://arxiv.org/pdf/1401.3441v1,"Journal Of Artificial Intelligence Research, Volume 35, pages 193-234, 2009",none,cs.LG,Summary1404,1401.3478v1,2014-01-15T05:33:29Z,Efficient Markov Network Structure Discovery Using Independence Tests,"Facundo Bromberg, Dimitris Margaritis, Vasant Honavar",http://arxiv.org/pdf/1401.3478v1,"Journal Of Artificial Intelligence Research, Volume 35, pages 449-484, 2009",none,cs.LG,Summary1405,1401.3870v1,2014-01-16T05:08:29Z,Learning to Make Predictions In Partially Observable Environments Without a Generative Model,"Erik Talvitie, Satinder Singh",http://arxiv.org/pdf/1401.3870v1,"Journal Of Artificial Intelligence Research, Volume 42, pages 353-392, 2011",none,cs.LG,Summary1406,1401.3877v1,2014-01-16T05:11:12Z,Properties of Bethe Free Energies and Message Passing in Gaussian Models,"Botond Cseke, Tom Heskes",http://arxiv.org/pdf/1401.3877v1,"Journal Of Artificial Intelligence Research, Volume 41, pages 1-24, 2011",none,cs.LG,Summary1407,1401.3894v1,2014-01-16T05:17:32Z,Efficient Multi-Start Strategies for Local Search Algorithms,"András György, Levente Kocsis",http://arxiv.org/pdf/1401.3894v1,"Journal Of Artificial Intelligence Research, Volume 41, pages 407-444, 2011",none,cs.LG,Summary1408,1405.0869v1,2014-05-05T12:01:24Z,Robust Subspace Outlier Detection in High Dimensional Space,Zhana Bao,http://arxiv.org/pdf/1405.0869v1,No journal ref found,none,cs.AI,Summary1409,1405.1027v1,2014-05-05T12:06:06Z,K-NS: Section-Based Outlier Detection in High Dimensional Space,Zhana Bao,http://arxiv.org/pdf/1405.1027v1,No journal ref found,none,cs.AI,Summary1410,1405.2600v3,2014-05-11T23:11:52Z,Learning from networked examples,"Yuyi Wang, Jan Ramon, Zheng-Chu Guo",http://arxiv.org/pdf/1405.2600v3,No journal ref found,none,cs.AI,Summary1411,1405.2664v2,2014-05-12T08:20:21Z,FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test,"Ji Zhao, Deyu Meng",http://arxiv.org/pdf/1405.2664v2,"Neural Computation, 2015 June, Vol. 27, No. 6, Pages 1345-1372",none,cs.AI,Summary1412,1405.2798v1,2014-05-12T15:18:15Z,Two-Stage Metric Learning,"Jun Wang, Ke Sun, Fei Sha, Stephane Marchand-Maillet, Alexandros Kalousis",http://arxiv.org/pdf/1405.2798v1,No journal ref found,none,cs.LG,Summary1413,1405.2878v1,2014-05-12T19:11:03Z,Approximate Policy Iteration Schemes: A Comparison,Bruno Scherrer,http://arxiv.org/pdf/1405.2878v1,No journal ref found,none,cs.AI,Summary1414,1405.5156v1,2014-05-20T17:12:56Z,Gaussian Approximation of Collective Graphical Models,"Li-Ping Liu, Daniel Sheldon, Thomas G. Dietterich",http://arxiv.org/pdf/1405.5156v1,No journal ref found,none,cs.LG,Summary1415,1405.7752v3,2014-05-30T00:35:34Z,Learning to Act Greedily: Polymatroid Semi-Bandits,"Branislav Kveton, Zheng Wen, Azin Ashkan, Michal Valko",http://arxiv.org/pdf/1405.7752v3,No journal ref found,none,cs.LG,Summary1416,1409.0791v1,2014-09-02T16:52:53Z,Feature Selection in Conditional Random Fields for Map Matching of GPS Trajectories,"Jian Yang, Liqiu Meng",http://arxiv.org/pdf/1409.0791v1,No journal ref found,none,stat.ML,Summary1417,1409.4936v1,2014-09-17T10:18:34Z,Ensembles of Random Sphere Cover Classifiers,"Anthony Bagnall, Reda Younsi",http://arxiv.org/pdf/1409.4936v1,No journal ref found,none,cs.LG,Summary1418,1501.03959v1,2015-01-16T12:02:51Z,Value Iteration with Options and State Aggregation,"Kamil Ciosek, David Silver",http://arxiv.org/pdf/1501.03959v1,No journal ref found,none,cs.AI,Summary1419,1501.04370v1,2015-01-19T01:32:43Z,Structure Learning in Bayesian Networks of Moderate Size by Efficient Sampling,"Ru He, Jin Tian, Huaiqing Wu",http://arxiv.org/pdf/1501.04370v1,No journal ref found,none,cs.AI,Summary1420,1505.02729v1,2015-05-11T18:55:42Z,Sample complexity of learning Mahalanobis distance metrics,"Nakul Verma, Kristin Branson",http://arxiv.org/pdf/1505.02729v1,No journal ref found,none,cs.LG,Summary1421,1505.04097v1,2015-05-15T15:37:51Z,MCODE: Multivariate Conditional Outlier Detection,"Charmgil Hong, Milos Hauskrecht",http://arxiv.org/pdf/1505.04097v1,No journal ref found,none,cs.AI,Summary1422,1505.04214v1,2015-05-15T22:38:28Z,Algorithmic Connections Between Active Learning and Stochastic Convex Optimization,"Aaditya Ramdas, Aarti Singh",http://arxiv.org/pdf/1505.04214v1,No journal ref found,none,cs.LG,Summary1423,1505.04406v2,2015-05-17T15:19:09Z,Hinge-Loss Markov Random Fields and Probabilistic Soft Logic,"Stephen H. Bach, Matthias Broecheler, Bert Huang, Lise Getoor",http://arxiv.org/pdf/1505.04406v2,No journal ref found,none,cs.LG,Summary1424,1505.05004v2,2015-05-19T14:15:10Z,An Experimental Comparison of Hybrid Algorithms for Bayesian Network Structure Learning,"Maxime Gasse, Alex Aussem, Haytham Elghazel",http://arxiv.org/pdf/1505.05004v2,No journal ref found,none,stat.ML,Summary1425,1203.0697v2,2012-03-04T01:19:25Z,Learning High-Dimensional Mixtures of Graphical Models,"A. Anandkumar, D. Hsu, F. Huang, S. M. Kakade",http://arxiv.org/pdf/1203.0697v2,No journal ref found,none,stat.ML,Summary1426,1203.1007v2,2012-03-05T18:58:49Z,Agnostic System Identification for Model-Based Reinforcement Learning,"Stephane Ross, J. Andrew Bagnell",http://arxiv.org/pdf/1203.1007v2,No journal ref found,none,cs.LG,Summary1427,1203.2200v1,2012-03-09T22:45:34Z,Role-Dynamics: Fast Mining of Large Dynamic Networks,"Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson",http://arxiv.org/pdf/1203.2200v1,No journal ref found,none,cs.SI,Summary1428,1203.3471v1,2012-03-15T11:17:56Z,An Online Learning-based Framework for Tracking,"Kamalika Chaudhuri, Yoav Freund, Daniel Hsu",http://arxiv.org/pdf/1203.3471v1,No journal ref found,none,cs.LG,Summary1429,1203.3481v1,2012-03-15T11:17:56Z,Real-Time Scheduling via Reinforcement Learning,"Robert Glaubius, Terry Tidwell, Christopher Gill, William D. Smart",http://arxiv.org/pdf/1203.3481v1,No journal ref found,none,cs.LG,Summary1430,1203.3488v1,2012-03-15T11:17:56Z,Causal Conclusions that Flip Repeatedly and Their Justification,"Kevin T. Kelly, Conor Mayo-Wilson",http://arxiv.org/pdf/1203.3488v1,No journal ref found,none,cs.LG,Summary1431,1203.3510v1,2012-03-15T11:17:56Z,Irregular-Time Bayesian Networks,"Michael Ramati, Yuval Shahar",http://arxiv.org/pdf/1203.3510v1,No journal ref found,none,cs.AI,Summary1432,1203.3516v1,2012-03-15T11:17:56Z,Modeling Events with Cascades of Poisson Processes,"Aleksandr Simma, Michael I. Jordan",http://arxiv.org/pdf/1203.3516v1,No journal ref found,none,cs.LG,Summary1433,1203.3518v1,2012-03-15T11:17:56Z,Variance-Based Rewards for Approximate Bayesian Reinforcement Learning,"Jonathan Sorg, Satinder Singh, Richard L. Lewis",http://arxiv.org/pdf/1203.3518v1,No journal ref found,none,cs.LG,Summary1434,1203.3519v1,2012-03-15T11:17:56Z,Bayesian Inference in Monte-Carlo Tree Search,"Gerald Tesauro, V T Rajan, Richard Segal",http://arxiv.org/pdf/1203.3519v1,No journal ref found,none,cs.LG,Summary1435,1203.3520v1,2012-03-15T11:17:56Z,Bayesian Model Averaging Using the k-best Bayesian Network Structures,"Jin Tian, Ru He, Lavanya Ram",http://arxiv.org/pdf/1203.3520v1,No journal ref found,none,cs.LG,Summary1436,1203.3526v1,2012-03-15T11:17:56Z,Primal View on Belief Propagation,Tomas Werner,http://arxiv.org/pdf/1203.3526v1,No journal ref found,none,cs.LG,Summary1437,1203.3529v1,2012-03-15T11:17:56Z,Modeling Multiple Annotator Expertise in the Semi-Supervised Learning Scenario,"Yan Yan, Romer Rosales, Glenn Fung, Jennifer Dy",http://arxiv.org/pdf/1203.3529v1,No journal ref found,none,cs.LG,Summary1438,1203.3536v1,2012-03-15T11:17:56Z,A Convex Formulation for Learning Task Relationships in Multi-Task Learning,"Yu Zhang, Dit-Yan Yeung",http://arxiv.org/pdf/1203.3536v1,No journal ref found,none,cs.LG,Summary1439,1203.3783v1,2012-03-16T19:01:10Z,Learning Feature Hierarchies with Centered Deep Boltzmann Machines,"Grégoire Montavon, Klaus-Robert Müller",http://arxiv.org/pdf/1203.3783v1,No journal ref found,none,stat.ML,Summary1440,1207.1387v1,2012-07-04T16:13:39Z,Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific Qualitative Influences,"Ad Feelders, Linda C. van der Gaag",http://arxiv.org/pdf/1207.1387v1,No journal ref found,none,cs.AI,Summary1441,1207.1429v1,2012-07-04T16:31:04Z,Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks,"Marc Teyssier, Daphne Koller",http://arxiv.org/pdf/1207.1429v1,No journal ref found,none,cs.LG,Summary1442,1207.4132v1,2012-07-11T14:51:03Z,MOB-ESP and other Improvements in Probability Estimation,Rodney Nielsen,http://arxiv.org/pdf/1207.4132v1,No journal ref found,none,cs.LG,Summary1443,1207.5208v1,2012-07-22T09:34:49Z,Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case,"Francis Maes, Damien Ernst, Louis Wehenkel",http://arxiv.org/pdf/1207.5208v1,No journal ref found,none,cs.AI,Summary1444,1210.1766v3,2012-10-05T14:10:20Z,Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs,"Jun Zhu, Ning Chen, Eric P. Xing",http://arxiv.org/pdf/1210.1766v3,No journal ref found,none,cs.LG,Summary1445,1210.1928v3,2012-10-06T08:11:01Z,Information fusion in multi-task Gaussian processes,"Shrihari Vasudevan, Arman Melkumyan, Steven Scheding",http://arxiv.org/pdf/1210.1928v3,No journal ref found,none,stat.ML,Summary1446,1210.4184v1,2012-10-15T20:14:23Z,The Kernel Pitman-Yor Process,"Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris",http://arxiv.org/pdf/1210.4184v1,No journal ref found,none,cs.LG,Summary1447,1210.4841v1,2012-10-16T17:32:34Z,An Efficient Message-Passing Algorithm for the M-Best MAP Problem,Dhruv Batra,http://arxiv.org/pdf/1210.4841v1,No journal ref found,none,cs.AI,Summary1448,1210.4887v1,2012-10-16T17:46:07Z,Hilbert Space Embeddings of POMDPs,"Yu Nishiyama, Abdeslam Boularias, Arthur Gretton, Kenji Fukumizu",http://arxiv.org/pdf/1210.4887v1,No journal ref found,none,cs.LG,Summary1449,1210.4888v1,2012-10-16T17:46:17Z,Local Structure Discovery in Bayesian Networks,"Teppo Niinimaki, Pekka Parviainen",http://arxiv.org/pdf/1210.4888v1,No journal ref found,none,cs.LG,Summary1450,1210.4889v1,2012-10-16T17:46:26Z,Learning STRIPS Operators from Noisy and Incomplete Observations,"Kira Mourao, Luke S. Zettlemoyer, Ronald P. A. Petrick, Mark Steedman",http://arxiv.org/pdf/1210.4889v1,No journal ref found,none,cs.LG,Summary1451,1210.4896v1,2012-10-16T17:48:08Z,Closed-Form Learning of Markov Networks from Dependency Networks,Daniel Lowd,http://arxiv.org/pdf/1210.4896v1,No journal ref found,none,cs.LG,Summary1452,1210.4910v1,2012-10-16T17:53:29Z,New Advances and Theoretical Insights into EDML,"Khaled S. Refaat, Arthur Choi, Adnan Darwiche",http://arxiv.org/pdf/1210.4910v1,No journal ref found,none,cs.AI,Summary1453,1210.4913v1,2012-10-16T17:55:57Z,An Improved Admissible Heuristic for Learning Optimal Bayesian Networks,"Changhe Yuan, Brandon Malone",http://arxiv.org/pdf/1210.4913v1,No journal ref found,none,cs.AI,Summary1454,1210.4918v1,2012-10-16T17:56:54Z,Dynamic Teaching in Sequential Decision Making Environments,"Thomas J. Walsh, Sergiu Goschin",http://arxiv.org/pdf/1210.4918v1,No journal ref found,none,cs.LG,Summary1455,1210.8353v1,2012-10-31T14:55:50Z,Temporal Autoencoding Restricted Boltzmann Machine,"Chris Häusler, Alex Susemihl",http://arxiv.org/pdf/1210.8353v1,No journal ref found,none,stat.ML,Summary1456,1303.0691v3,2013-03-04T13:02:49Z,Learning AMP Chain Graphs and some Marginal Models Thereof under Faithfulness: Extended Version,Jose M. Peña,http://arxiv.org/pdf/1303.0691v3,No journal ref found,none,stat.ML,Summary1457,1303.3163v3,2013-03-13T14:06:21Z,A Greedy Approximation of Bayesian Reinforcement Learning with Probably Optimistic Transition Model,"Kenji Kawaguchi, Mauricio Araya",http://arxiv.org/pdf/1303.3163v3,No journal ref found,none,cs.AI,Summary1458,1305.0423v1,2013-05-02T13:03:53Z,Testing Hypotheses by Regularized Maximum Mean Discrepancy,"Somayeh Danafar, Paola M. V. Rancoita, Tobias Glasmachers, Kevin Whittingstall, Juergen Schmidhuber",http://arxiv.org/pdf/1305.0423v1,No journal ref found,none,cs.LG,Summary1459,1305.0626v1,2013-05-03T06:25:41Z,An Improved EM algorithm,Fuqiang Chen,http://arxiv.org/pdf/1305.0626v1,No journal ref found,none,cs.LG,Summary1460,1305.4987v2,2013-05-21T23:36:18Z,Robust Logistic Regression using Shift Parameters (Long Version),"Julie Tibshirani, Christopher D. Manning",http://arxiv.org/pdf/1305.4987v2,No journal ref found,none,cs.AI,Summary1461,1306.0686v2,2013-06-04T07:39:21Z,Online Learning under Delayed Feedback,"Pooria Joulani, András György, Csaba Szepesvári",http://arxiv.org/pdf/1306.0686v2,No journal ref found,none,cs.LG,Summary1462,1402.0635v3,2014-02-04T06:41:59Z,Generalization and Exploration via Randomized Value Functions,"Ian Osband, Benjamin Van Roy, Zheng Wen",http://arxiv.org/pdf/1402.0635v3,No journal ref found,none,stat.ML,Summary1463,1402.1958v1,2014-02-09T15:38:57Z,Better Optimism By Bayes: Adaptive Planning with Rich Models,"Arthur Guez, David Silver, Peter Dayan",http://arxiv.org/pdf/1402.1958v1,No journal ref found,none,cs.AI,Summary1464,1402.2300v1,2014-02-10T21:05:58Z,Feature and Variable Selection in Classification,Aaron Karper,http://arxiv.org/pdf/1402.2300v1,No journal ref found,none,cs.LG,Summary1465,1402.4306v2,2014-02-18T11:47:38Z,Student-t Processes as Alternatives to Gaussian Processes,"Amar Shah, Andrew Gordon Wilson, Zoubin Ghahramani",http://arxiv.org/pdf/1402.4306v2,No journal ref found,none,stat.ML,Summary1466,1402.4542v1,2014-02-19T01:29:14Z,Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves,"Chun-Guo Li, Xing Mei, Bao-Gang Hu",http://arxiv.org/pdf/1402.4542v1,No journal ref found,none,cs.LG,Summary1467,1403.1891v2,2014-03-07T22:54:52Z,Counterfactual Estimation and Optimization of Click Metrics for Search Engines,"Lihong Li, Shunbao Chen, Jim Kleban, Ankur Gupta",http://arxiv.org/pdf/1403.1891v2,No journal ref found,none,cs.LG,Summary1468,1403.1893v1,2014-03-07T22:58:48Z,Becoming More Robust to Label Noise with Classifier Diversity,"Michael R. Smith, Tony Martinez",http://arxiv.org/pdf/1403.1893v1,No journal ref found,none,stat.ML,Summary1469,1403.5045v3,2014-03-20T05:52:43Z,Matroid Bandits: Fast Combinatorial Optimization with Learning,"Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi, Brian Eriksson",http://arxiv.org/pdf/1403.5045v3,No journal ref found,none,cs.LG,Summary1470,1403.7308v1,2014-03-28T08:55:21Z,Data generator based on RBF network,Marko Robnik-Šikonja,http://arxiv.org/pdf/1403.7308v1,No journal ref found,none,stat.ML,Summary1471,1404.3862v4,2014-04-15T10:32:05Z,Optimizing the CVaR via Sampling,"Aviv Tamar, Yonatan Glassner, Shie Mannor",http://arxiv.org/pdf/1404.3862v4,No journal ref found,none,stat.ML,Summary1472,1404.5214v1,2014-04-21T14:56:17Z,Graph Kernels via Functional Embedding,"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1404.5214v1,No journal ref found,none,cs.LG,Summary1473,1406.1222v2,2014-06-04T21:46:30Z,Discovering Structure in High-Dimensional Data Through Correlation Explanation,"Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1406.1222v2,No journal ref found,none,cs.LG,Summary1474,1406.1411v2,2014-06-05T15:10:40Z,Advances in Learning Bayesian Networks of Bounded Treewidth,"Siqi Nie, Denis Deratani Maua, Cassio Polpo de Campos, Qiang Ji",http://arxiv.org/pdf/1406.1411v2,No journal ref found,none,cs.AI,Summary1475,1406.2395v1,2014-06-10T00:50:05Z,ExpertBayes: Automatically refining manually built Bayesian networks,"Ezilda Almeida, Pedro Ferreira, Tiago Vinhoza, Inês Dutra, Jingwei Li, Yirong Wu, Elizabeth Burnside",http://arxiv.org/pdf/1406.2395v1,No journal ref found,none,cs.AI,Summary1476,1406.4472v2,2014-06-17T18:41:19Z,Notes on hierarchical ensemble methods for DAG-structured taxonomies,Giorgio Valentini,http://arxiv.org/pdf/1406.4472v2,No journal ref found,none,cs.AI,Summary1477,1406.5370v4,2014-06-20T12:58:46Z,Spectral Ranking using Seriation,"Fajwel Fogel, Alexandre dAspremont, Milan Vojnovic",http://arxiv.org/pdf/1406.5370v4,No journal ref found,none,cs.LG,Summary1478,1406.5614v2,2014-06-21T14:25:35Z,PAC-Bayes Analysis of Multi-view Learning,"Shiliang Sun, John Shawe-Taylor, Liang Mao",http://arxiv.org/pdf/1406.5614v2,No journal ref found,none,cs.LG,Summary1479,1406.7443v4,2014-06-28T21:50:56Z,Efficient Learning in Large-Scale Combinatorial Semi-Bandits,"Zheng Wen, Branislav Kveton, Azin Ashkan",http://arxiv.org/pdf/1406.7443v4,No journal ref found,none,cs.LG,Summary1480,1407.2483v2,2014-07-09T14:02:01Z,Counting Markov Blanket Structures,"Shyam Visweswaran, Gregory F. Cooper",http://arxiv.org/pdf/1407.2483v2,No journal ref found,none,stat.ML,Summary1481,1407.2646v1,2014-07-09T22:06:18Z,Learning Probabilistic Programs,"Yura N. Perov, Frank D. Wood",http://arxiv.org/pdf/1407.2646v1,No journal ref found,none,cs.AI,Summary1482,1407.5358v1,2014-07-21T01:20:45Z,Practical Kernel-Based Reinforcement Learning,"André M. S. Barreto, Doina Precup, Joelle Pineau",http://arxiv.org/pdf/1407.5358v1,No journal ref found,none,cs.LG,Summary1483,1410.0949v3,2014-10-03T19:38:16Z,Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits,"Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvari",http://arxiv.org/pdf/1410.0949v3,No journal ref found,none,cs.LG,Summary1484,1410.1141v2,2014-10-05T10:54:07Z,On the Computational Efficiency of Training Neural Networks,"Roi Livni, Shai Shalev-Shwartz, Ohad Shamir",http://arxiv.org/pdf/1410.1141v2,No journal ref found,none,cs.LG,Summary1485,1410.7690v5,2014-10-28T16:22:32Z,Trend Filtering on Graphs,"Yu-Xiang Wang, James Sharpnack, Alex Smola, Ryan J. Tibshirani",http://arxiv.org/pdf/1410.7690v5,Journal of Machine Learning Research Volume (2016) Volume 17 Article 15-147,none,stat.ML,Summary1486,1410.7827v2,2014-10-28T22:04:30Z,Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions,"Yanshuai Cao, David J. Fleet",http://arxiv.org/pdf/1410.7827v2,No journal ref found,none,cs.LG,Summary1487,1411.4342v3,2014-11-17T02:04:57Z,"Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations","Kirthevasan Kandasamy, Akshay Krishnamurthy, Barnabas Poczos, Larry Wasserman, James M. Robins",http://arxiv.org/pdf/1411.4342v3,No journal ref found,none,stat.ML,Summary1488,1411.6307v1,2014-11-23T22:11:34Z,Diversifying Sparsity Using Variational Determinantal Point Processes,"Nematollah Kayhan Batmanghelich, Gerald Quon, Alex Kulesza, Manolis Kellis, Polina Golland, Luke Bornn",http://arxiv.org/pdf/1411.6307v1,No journal ref found,none,cs.LG,Summary1489,1411.7441v1,2014-11-27T02:31:41Z,Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery,"Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla Gomes, Bart Selman, Robert B. van Dover",http://arxiv.org/pdf/1411.7441v1,No journal ref found,none,cs.AI,Summary1490,1412.3078v1,2014-12-09T20:03:06Z,Hierarchical Mixture-of-Experts Model for Large-Scale Gaussian Process Regression,"Jun Wei Ng, Marc Peter Deisenroth",http://arxiv.org/pdf/1412.3078v1,No journal ref found,none,stat.ML,Summary1491,1412.3773v3,2014-12-11T19:34:39Z,Distinguishing cause from effect using observational data: methods and benchmarks,"Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf",http://arxiv.org/pdf/1412.3773v3,"Journal of Machine Learning Research 17(32):1-102, 2016",none,cs.LG,Summary1492,1412.6177v3,2014-12-18T23:25:22Z,Example Selection For Dictionary Learning,"Tomoki Tsuchida, Garrison W. Cottrell",http://arxiv.org/pdf/1412.6177v3,No journal ref found,none,cs.LG,Summary1493,1412.6285v1,2014-12-19T10:50:14Z,From dependency to causality: a machine learning approach,"Gianluca Bontempi, Maxime Flauder",http://arxiv.org/pdf/1412.6285v1,No journal ref found,none,cs.LG,Summary1494,1502.00062v1,2015-01-31T03:15:12Z,A New Intelligence Based Approach for Computer-Aided Diagnosis of Dengue Fever,"Vadrevu Sree Hari Rao, Mallenahalli Naresh Kumar",http://arxiv.org/pdf/1502.00062v1,"Information Technology in Biomedicine, IEEE Transactions on , vol.16, no.1, pp.112,118, Jan. 2012",none,stat.ML,Summary1495,1502.00725v1,2015-02-03T03:45:48Z,Cheaper and Better: Selecting Good Workers for Crowdsourcing,"Hongwei Li, Qiang Liu",http://arxiv.org/pdf/1502.00725v1,No journal ref found,none,stat.ML,Summary1496,1502.02761v1,2015-02-10T02:54:58Z,Generative Moment Matching Networks,"Yujia Li, Kevin Swersky, Richard Zemel",http://arxiv.org/pdf/1502.02761v1,No journal ref found,none,cs.LG,Summary1497,1502.03473v7,2015-02-11T22:28:14Z,Collaborative Filtering Bandits,"Shuai Li, Alexandros Karatzoglou, Claudio Gentile",http://arxiv.org/pdf/1502.03473v7,No journal ref found,none,cs.LG,Summary1498,1502.03919v2,2015-02-13T09:16:24Z,Policy Gradient for Coherent Risk Measures,"Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh, Shie Mannor",http://arxiv.org/pdf/1502.03919v2,No journal ref found,none,cs.AI,Summary1499,1502.05774v2,2015-02-20T05:11:44Z,Low-Cost Learning via Active Data Procurement,"Jacob Abernethy, Yiling Chen, Chien-Ju Ho, Bo Waggoner",http://arxiv.org/pdf/1502.05774v2,No journal ref found,none,cs.GT,Summary1500,1503.00038v1,2015-02-28T00:04:11Z,Sequential Feature Explanations for Anomaly Detection,"Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong",http://arxiv.org/pdf/1503.00038v1,No journal ref found,none,cs.AI,Summary1501,1503.01158v2,2015-03-03T23:07:37Z,A Meta-Analysis of the Anomaly Detection Problem,"Andrew Emmott, Shubhomoy Das, Thomas Dietterich, Alan Fern, Weng-Keen Wong",http://arxiv.org/pdf/1503.01158v2,No journal ref found,none,cs.AI,Summary1502,1503.02128v2,2015-03-07T03:34:48Z,Exact Hybrid Covariance Thresholding for Joint Graphical Lasso,"Qingming Tang, Chao Yang, Jian Peng, Jinbo Xu",http://arxiv.org/pdf/1503.02128v2,No journal ref found,none,cs.LG,Summary1503,1503.02129v3,2015-03-07T03:35:26Z,Learning Scale-Free Networks by Dynamic Node-Specific Degree Prior,"Qingming Tang, Siqi Sun, Jinbo Xu",http://arxiv.org/pdf/1503.02129v3,No journal ref found,none,cs.LG,Summary1504,1503.03964v1,2015-03-13T06:53:01Z,Interactive Restless Multi-armed Bandit Game and Swarm Intelligence Effect,"Shunsuke Yoshida, Masato Hisakado, Shintaro Mori",http://arxiv.org/pdf/1503.03964v1,"New generation computing, vol.34, No. 3, 291-306, 2016",none,cs.AI,Summary1505,1503.05479v2,2015-03-18T16:45:04Z,Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm,"Qinqing Zheng, Ryota Tomioka",http://arxiv.org/pdf/1503.05479v2,No journal ref found,none,cs.LG,Summary1506,1503.06239v1,2015-03-20T22:01:45Z,Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection,"Jinye Zhang, Zhijian Ou",http://arxiv.org/pdf/1503.06239v1,No journal ref found,none,cs.LG,Summary1507,1503.08363v1,2015-03-28T22:54:12Z,Active Model Aggregation via Stochastic Mirror Descent,Ravi Ganti,http://arxiv.org/pdf/1503.08363v1,No journal ref found,none,stat.ML,Summary1508,1504.02247v1,2015-04-09T10:37:11Z,Projective simulation with generalization,"Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel",http://arxiv.org/pdf/1504.02247v1,No journal ref found,none,cs.AI,Summary1509,1504.07107v5,2015-04-27T14:29:40Z,Fast Sampling for Bayesian Max-Margin Models,"Wenbo Hu, Jun Zhu, Bo Zhang",http://arxiv.org/pdf/1504.07107v5,No journal ref found,none,stat.ML,Summary1510,1506.03374v2,2015-06-10T16:14:19Z,"An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives","Shipra Agrawal, Nikhil R. Devanur, Lihong Li",http://arxiv.org/pdf/1506.03374v2,No journal ref found,none,cs.LG,Summary1511,1506.03378v2,2015-06-10T16:22:26Z,On the Prior Sensitivity of Thompson Sampling,"Che-Yu Liu, Lihong Li",http://arxiv.org/pdf/1506.03378v2,No journal ref found,none,cs.LG,Summary1512,1506.05692v1,2015-06-18T14:24:19Z,A hybrid algorithm for Bayesian network structure learning with application to multi-label learning,"Maxime Gasse, Alex Aussem, Haytham Elghazel",http://arxiv.org/pdf/1506.05692v1,"Expert Systems with Applications, Elsevier, 2014, 41 (15), pp.6755-6772",none,stat.ML,Summary1513,1506.08009v2,2015-06-26T09:36:10Z,Skopus: Exact discovery of the most interesting sequential patterns under Leverage,"Francois Petitjean, Tao Li, Nikolaj Tatti, Geoffrey I. Webb",http://arxiv.org/pdf/1506.08009v2,No journal ref found,none,cs.AI,Summary1514,1506.08544v1,2015-06-29T08:45:11Z,Exact and approximate inference in graphical models: variable elimination and beyond,"Nathalie Peyrard, Simon de Givry, Alain Franc, Stéphane Robin, Régis Sabbadin, Thomas Schiex, Matthieu Vignes",http://arxiv.org/pdf/1506.08544v1,No journal ref found,none,stat.ML,Summary1515,1507.00066v1,2015-06-30T23:30:28Z,Fast Cross-Validation for Incremental Learning,"Pooria Joulani, András György, Csaba Szepesvári",http://arxiv.org/pdf/1507.00066v1,No journal ref found,none,stat.ML,Summary1516,1507.00353v1,2015-07-01T20:03:49Z,An Empirical Evaluation of True Online TD(λ),"Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski, Richard S. Sutton",http://arxiv.org/pdf/1507.00353v1,No journal ref found,none,cs.AI,Summary1517,1507.00814v3,2015-07-03T04:11:15Z,Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models,"Bradly C. Stadie, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1507.00814v3,No journal ref found,none,cs.AI,Summary1518,1507.04997v1,2015-07-17T15:26:06Z,FRULER: Fuzzy Rule Learning through Evolution for Regression,"I. Rodríguez-Fdez, M. Mucientes, A. Bugarín",http://arxiv.org/pdf/1507.04997v1,No journal ref found,none,cs.LG,Summary1519,1507.08271v4,2015-07-29T19:37:24Z,A Gauss-Newton Method for Markov Decision Processes,"Thomas Furmston, Guy Lever",http://arxiv.org/pdf/1507.08271v4,No journal ref found,none,cs.AI,Summary1520,1508.05608v1,2015-08-23T13:38:15Z,The Max $K$-Armed Bandit: A PAC Lower Bound and tighter Algorithms,"Yahel David, Nahum Shimkin",http://arxiv.org/pdf/1508.05608v1,No journal ref found,none,stat.ML,Summary1521,1508.06235v4,2015-08-25T18:13:27Z,Clustering With Side Information: From a Probabilistic Model to a Deterministic Algorithm,"Daniel Khashabi, John Wieting, Jeffrey Yufei Liu, Feng Liang",http://arxiv.org/pdf/1508.06235v4,No journal ref found,none,stat.ML,Summary1522,1509.01168v1,2015-09-03T17:22:15Z,Semi-described and semi-supervised learning with Gaussian processes,"Andreas Damianou, Neil D. Lawrence",http://arxiv.org/pdf/1509.01168v1,No journal ref found,none,stat.ML,Summary1523,1509.01469v1,2015-09-04T14:43:11Z,Quantization based Fast Inner Product Search,"Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha",http://arxiv.org/pdf/1509.01469v1,No journal ref found,none,cs.AI,Summary1524,1509.03977v1,2015-09-14T07:52:00Z,Optimization of anemia treatment in hemodialysis patients via reinforcement learning,"Pablo Escandell-Montero, Milena Chermisi, José M. Martínez-Martínez, Juan Gómez-Sanchis, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José D. Martín-Guerrero",http://arxiv.org/pdf/1509.03977v1,"Artificial Intelligence in Medicine, Volume 62, Issue 1, September 2014, Pages 47-60",none,stat.ML,Summary1525,1509.05257v1,2015-09-17T13:51:55Z,(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories,"Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale, Yiannis Gkoufas, Bei Chen",http://arxiv.org/pdf/1509.05257v1,No journal ref found,none,stat.ML,Summary1526,1509.08731v1,2015-09-29T13:04:03Z,Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning,"Shakir Mohamed, Danilo Jimenez Rezende",http://arxiv.org/pdf/1509.08731v1,No journal ref found,none,stat.ML,Summary1527,1510.00087v1,2015-10-01T01:49:04Z,Clamping Improves TRW and Mean Field Approximations,"Adrian Weller, Justin Domke",http://arxiv.org/pdf/1510.00087v1,No journal ref found,none,cs.LG,Summary1528,1510.00878v2,2015-10-03T22:31:58Z,Client Profiling for an Anti-Money Laundering System,"Claudio Alexandre, João Balsa",http://arxiv.org/pdf/1510.00878v2,No journal ref found,none,cs.LG,Summary1529,1510.01463v1,2015-10-06T07:44:08Z,Local Rademacher Complexity Bounds based on Covering Numbers,"Yunwen Lei, Lixin Ding, Yingzhou Bi",http://arxiv.org/pdf/1510.01463v1,No journal ref found,none,cs.AI,Summary1530,1510.03164v5,2015-10-12T07:04:16Z,Context-Aware Bandits,"Shuai Li, Purushottam Kar",http://arxiv.org/pdf/1510.03164v5,No journal ref found,none,cs.LG,Summary1531,1510.04935v2,2015-10-16T16:29:07Z,Holographic Embeddings of Knowledge Graphs,"Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio",http://arxiv.org/pdf/1510.04935v2,No journal ref found,none,cs.AI,Summary1532,1510.07389v3,2015-10-26T07:39:47Z,The Human Kernel,"Andrew Gordon Wilson, Christoph Dann, Christopher G. Lucas, Eric P. Xing",http://arxiv.org/pdf/1510.07389v3,No journal ref found,none,cs.LG,Summary1533,1510.08906v3,2015-10-29T21:14:42Z,Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning,"Christoph Dann, Emma Brunskill",http://arxiv.org/pdf/1510.08906v3,No journal ref found,none,stat.ML,Summary1534,1511.01419v3,2015-11-04T18:13:35Z,Train and Test Tightness of LP Relaxations in Structured Prediction,"Ofer Meshi, Mehrdad Mahdavi, Adrian Weller, David Sontag",http://arxiv.org/pdf/1511.01419v3,No journal ref found,none,stat.ML,Summary1535,1511.01870v1,2015-11-05T19:51:31Z,Thoughts on Massively Scalable Gaussian Processes,"Andrew Gordon Wilson, Christoph Dann, Hannes Nickisch",http://arxiv.org/pdf/1511.01870v1,No journal ref found,none,cs.LG,Summary1536,1511.02222v1,2015-11-06T20:38:08Z,Deep Kernel Learning,"Andrew Gordon Wilson, Zhiting Hu, Ruslan Salakhutdinov, Eric P. Xing",http://arxiv.org/pdf/1511.02222v1,No journal ref found,none,cs.LG,Summary1537,1511.04412v2,2015-11-13T19:56:15Z,Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version),"Mazen Melibari, Pascal Poupart, Prashant Doshi, George Trimponias",http://arxiv.org/pdf/1511.04412v2,No journal ref found,none,cs.LG,Summary1538,1511.05385v1,2015-11-17T13:08:10Z,Bayesian Optimization with Dimension Scheduling: Application to Biological Systems,"Doniyor Ulmasov, Caroline Baroukh, Benoit Chachuat, Marc Peter Deisenroth, Ruth Misener",http://arxiv.org/pdf/1511.05385v1,No journal ref found,none,stat.ML,Summary1539,1511.05897v3,2015-11-18T18:06:24Z,Censoring Representations with an Adversary,"Harrison Edwards, Amos Storkey",http://arxiv.org/pdf/1511.05897v3,No journal ref found,none,cs.LG,Summary1540,1511.06890v1,2015-11-21T14:57:48Z,"Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond","Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet",http://arxiv.org/pdf/1511.06890v1,No journal ref found,none,stat.ML,Summary1541,1511.06891v2,2015-11-21T15:08:53Z,Near-Optimal Active Learning of Multi-Output Gaussian Processes,"Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli",http://arxiv.org/pdf/1511.06891v2,No journal ref found,none,stat.ML,Summary1542,1511.07211v2,2015-11-23T13:19:05Z,Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization,"Adish Singla, Sebastian Tschiatschek, Andreas Krause",http://arxiv.org/pdf/1511.07211v2,No journal ref found,none,cs.AI,Summary1543,1511.08136v5,2015-11-25T17:49:55Z,Unifying Decision Trees Split Criteria Using Tsallis Entropy,"Yisen Wang, Chaobing Song, Shu-Tao Xia",http://arxiv.org/pdf/1511.08136v5,No journal ref found,none,stat.ML,Summary1544,1512.02752v2,2015-12-09T04:57:18Z,A Novel Regularized Principal Graph Learning Framework on Explicit Graph Representation,"Qi Mao, Li Wang, Ivor W. Tsang, Yijun Sun",http://arxiv.org/pdf/1512.02752v2,No journal ref found,none,cs.AI,Summary1545,1512.05294v2,2015-12-16T19:36:06Z,Feature Representation for ICU Mortality,Harini Suresh,http://arxiv.org/pdf/1512.05294v2,No journal ref found,none,cs.AI,Summary1546,1512.05665v2,2015-12-17T16:46:10Z,Probabilistic Programming with Gaussian Process Memoization,"Ulrich Schaechtle, Ben Zinberg, Alexey Radul, Kostas Stathis, Vikash K. Mansinghka",http://arxiv.org/pdf/1512.05665v2,No journal ref found,none,cs.LG,Summary1547,1512.07650v1,2015-12-23T22:11:02Z,The Max $K$-Armed Bandit: PAC Lower Bounds and Efficient Algorithms,"Yahel David, Nahum Shimkin",http://arxiv.org/pdf/1512.07650v1,No journal ref found,none,stat.ML,Summary1548,1512.09204v1,2015-12-31T03:09:33Z,Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies,"Weici Hu, Peter I. Frazier",http://arxiv.org/pdf/1512.09204v1,No journal ref found,none,cs.LG,Summary1549,1601.02213v1,2016-01-10T13:17:46Z,On Clustering Time Series Using Euclidean Distance and Pearson Correlation,"Michael R. Berthold, Frank Höppner",http://arxiv.org/pdf/1601.02213v1,No journal ref found,none,cs.LG,Summary1550,1601.04126v1,2016-01-16T05:46:57Z,Engineering Safety in Machine Learning,Kush R. Varshney,http://arxiv.org/pdf/1601.04126v1,No journal ref found,none,stat.ML,Summary1551,1601.04800v1,2016-01-19T04:48:42Z,Top-N Recommender System via Matrix Completion,"Zhao Kang, Chong Peng, Qiang Cheng",http://arxiv.org/pdf/1601.04800v1,No journal ref found,none,cs.IR,Summary1552,1602.00203v1,2016-01-31T06:12:58Z,Greedy Deep Dictionary Learning,"Snigdha Tariyal, Angshul Majumdar, Richa Singh, Mayank Vatsa",http://arxiv.org/pdf/1602.00203v1,No journal ref found,none,cs.LG,Summary1553,1602.03351v2,2016-02-10T12:35:37Z,"Adaptive Skills, Adaptive Partitions (ASAP)","Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor",http://arxiv.org/pdf/1602.03351v2,No journal ref found,none,cs.LG,Summary1554,1602.04259v3,2016-02-12T23:11:05Z,A Minimalistic Approach to Sum-Product Network Learning for Real Applications,"Viktoriya Krakovna, Moshe Looks",http://arxiv.org/pdf/1602.04259v3,No journal ref found,none,cs.AI,Summary1555,1602.04621v3,2016-02-15T10:54:20Z,Deep Exploration via Bootstrapped DQN,"Ian Osband, Charles Blundell, Alexander Pritzel, Benjamin Van Roy",http://arxiv.org/pdf/1602.04621v3,No journal ref found,none,cs.LG,Summary1556,1602.04938v3,2016-02-16T08:20:14Z,"""Why Should I Trust You?"": Explaining the Predictions of Any Classifier","Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin",http://arxiv.org/pdf/1602.04938v3,No journal ref found,none,cs.LG,Summary1557,1602.04951v2,2016-02-16T09:09:56Z,Q($λ$) with Off-Policy Corrections,"Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Remi Munos",http://arxiv.org/pdf/1602.04951v2,No journal ref found,none,cs.AI,Summary1558,1602.05012v2,2016-02-16T13:30:10Z,A Subsequence Interleaving Model for Sequential Pattern Mining,"Jaroslav Fowkes, Charles Sutton",http://arxiv.org/pdf/1602.05012v2,No journal ref found,none,stat.ML,Summary1559,1602.05473v4,2016-02-17T16:24:50Z,Auxiliary Deep Generative Models,"Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther",http://arxiv.org/pdf/1602.05473v4,No journal ref found,none,stat.ML,Summary1560,1602.06566v1,2016-02-21T18:46:35Z,Interactive Storytelling over Document Collections,"Dipayan Maiti, Mohammad Raihanul Islam, Scotland Leman, Naren Ramakrishnan",http://arxiv.org/pdf/1602.06566v1,No journal ref found,none,cs.AI,Summary1561,1602.07860v1,2016-02-25T09:34:38Z,Probably Approximately Correct Greedy Maximization,"Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek",http://arxiv.org/pdf/1602.07860v1,No journal ref found,none,cs.AI,Summary1562,1602.07905v2,2016-02-25T12:37:21Z,Thompson Sampling is Asymptotically Optimal in General Environments,"Jan Leike, Tor Lattimore, Laurent Orseau, Marcus Hutter",http://arxiv.org/pdf/1602.07905v2,No journal ref found,none,cs.LG,Summary1563,1602.08017v1,2016-02-25T18:07:53Z,Meta-learning within Projective Simulation,"Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel",http://arxiv.org/pdf/1602.08017v1,"IEEE Access 4, 2110-2122 (2016)",none,cs.AI,Summary1564,1602.08771v2,2016-02-28T21:23:54Z,Investigating practical linear temporal difference learning,"Adam White, Martha White",http://arxiv.org/pdf/1602.08771v2,No journal ref found,none,cs.LG,Summary1565,1602.09118v1,2016-02-29T19:59:16Z,Easy Monotonic Policy Iteration,Joshua Achiam,http://arxiv.org/pdf/1602.09118v1,No journal ref found,none,cs.LG,Summary1566,1603.00788v1,2016-03-02T16:43:15Z,Automatic Differentiation Variational Inference,"Alp Kucukelbir, Dustin Tran, Rajesh Ranganath, Andrew Gelman, David M. Blei",http://arxiv.org/pdf/1603.00788v1,No journal ref found,none,stat.ML,Summary1567,1603.03980v2,2016-03-13T01:53:40Z,On Learning High Dimensional Structured Single Index Models,"Nikhil Rao, Ravi Ganti, Laura Balzano, Rebecca Willett, Robert Nowak",http://arxiv.org/pdf/1603.03980v2,No journal ref found,none,stat.ML,Summary1568,1603.04118v2,2016-03-14T03:08:24Z,Active Algorithms For Preference Learning Problems with Multiple Populations,"Aniruddha Bhargava, Ravi Ganti, Robert Nowak",http://arxiv.org/pdf/1603.04118v2,No journal ref found,none,stat.ML,Summary1569,1603.04119v1,2016-03-14T03:16:25Z,Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains,"David Abel, Alekh Agarwal, Fernando Diaz, Akshay Krishnamurthy, Robert E. Schapire",http://arxiv.org/pdf/1603.04119v1,No journal ref found,none,cs.AI,Summary1570,1603.04319v1,2016-03-14T16:08:26Z,Learning Network of Multivariate Hawkes Processes: A Time Series Approach,"Jalal Etesami, Negar Kiyavash, Kun Zhang, Kushagra Singhal",http://arxiv.org/pdf/1603.04319v1,No journal ref found,none,cs.LG,Summary1571,1603.05106v2,2016-03-16T14:10:00Z,One-Shot Generalization in Deep Generative Models,"Danilo Jimenez Rezende, Shakir Mohamed, Ivo Danihelka, Karol Gregor, Daan Wierstra",http://arxiv.org/pdf/1603.05106v2,No journal ref found,none,stat.ML,Summary1572,1603.06288v1,2016-03-20T22:58:43Z,Multi-fidelity Gaussian Process Bandit Optimisation,"Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva, Jeff Schneider, Barnabas Poczos",http://arxiv.org/pdf/1603.06288v1,No journal ref found,none,stat.ML,Summary1573,1603.07292v1,2016-03-23T18:30:37Z,Debugging Machine Learning Tasks,"Aleksandar Chakarov, Aditya Nori, Sriram Rajamani, Shayak Sen, Deepak Vijaykeerthy",http://arxiv.org/pdf/1603.07292v1,No journal ref found,none,cs.LG,Summary1574,1603.07294v2,2016-03-23T18:31:05Z,On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis,"James Foulds, Joseph Geumlek, Max Welling, Kamalika Chaudhuri",http://arxiv.org/pdf/1603.07294v2,"Proceedings of the 32nd Conference on Uncertainty in Artificial Intelligence (UAI), 2016",none,cs.LG,Summary1575,1603.08988v1,2016-03-29T22:41:17Z,Towards Practical Bayesian Parameter and State Estimation,"Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell",http://arxiv.org/pdf/1603.08988v1,No journal ref found,none,cs.AI,Summary1576,1604.00647v1,2016-04-03T15:42:36Z,Multi-Relational Learning at Scale with ADMM,"Lucas Drumond, Ernesto Diaz-Aviles, Lars Schmidt-Thieme",http://arxiv.org/pdf/1604.00647v1,No journal ref found,none,stat.ML,Summary1577,1604.03853v2,2016-04-13T16:12:01Z,Hierarchical Compound Poisson Factorization,"Mehmet E. Basbug, Barbara E. Engelhardt",http://arxiv.org/pdf/1604.03853v2,No journal ref found,none,cs.LG,Summary1578,1604.03912v1,2016-04-13T19:06:41Z,Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics,"Michael Herman, Tobias Gindele, Jörg Wagner, Felix Schmitt, Wolfram Burgard",http://arxiv.org/pdf/1604.03912v1,No journal ref found,none,cs.AI,Summary1579,1604.06020v1,2016-04-20T16:22:01Z,Constructive Preference Elicitation by Setwise Max-margin Learning,"Stefano Teso, Andrea Passerini, Paolo Viappiani",http://arxiv.org/pdf/1604.06020v1,No journal ref found,none,stat.ML,Summary1580,1604.07178v1,2016-04-25T09:29:21Z,Weighted Spectral Cluster Ensemble,"Muhammad Yousefnezhad, Daoqiang Zhang",http://arxiv.org/pdf/1604.07178v1,No journal ref found,none,cs.LG,Summary1581,1604.07706v3,2016-04-26T14:59:43Z,Distributed Clustering of Linear Bandits in Peer to Peer Networks,"Nathan Korda, Balazs Szorenyi, Shuai Li",http://arxiv.org/pdf/1604.07706v3,No journal ref found,none,cs.LG,Summary1582,1604.07928v2,2016-04-27T04:18:32Z,Distributed Flexible Nonlinear Tensor Factorization,"Shandian Zhe, Kai Zhang, Pengyuan Wang, Kuang-chih Lee, Zenglin Xu, Yuan Qi, Zoubin Ghahramani",http://arxiv.org/pdf/1604.07928v2,No journal ref found,none,cs.LG,Summary1583,1604.08153v2,2016-04-27T17:48:39Z,Classifying Options for Deep Reinforcement Learning,"Kai Arulkumaran, Nat Dilokthanakul, Murray Shanahan, Anil Anthony Bharath",http://arxiv.org/pdf/1604.08153v2,No journal ref found,none,cs.LG,Summary1584,1604.08859v2,2016-04-29T14:53:00Z,The Z-loss: a shift and scale invariant classification loss belonging to the Spherical Family,"Alexandre de Brébisson, Pascal Vincent",http://arxiv.org/pdf/1604.08859v2,No journal ref found,none,cs.LG,Summary1585,1604.08880v1,2016-04-29T15:38:44Z,"Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables","Nils Y. Hammerla, Shane Halloran, Thomas Ploetz",http://arxiv.org/pdf/1604.08880v1,No journal ref found,none,cs.LG,Summary1586,1604.08934v2,2016-04-29T18:48:53Z,An expressive dissimilarity measure for relational clustering using neighbourhood trees,"Sebastijan Dumancic, Hendrik Blockeel",http://arxiv.org/pdf/1604.08934v2,No journal ref found,none,stat.ML,Summary1587,1605.00596v1,2016-05-02T18:13:04Z,Graph Clustering Bandits for Recommendation,"Shuai Li, Claudio Gentile, Alexandros Karatzoglou",http://arxiv.org/pdf/1605.00596v1,No journal ref found,none,stat.ML,Summary1588,1605.01703v1,2016-05-05T19:34:08Z,A note on adjusting $R^2$ for using with cross-validation,"Indre Zliobaite, Nikolaj Tatti",http://arxiv.org/pdf/1605.01703v1,No journal ref found,none,cs.LG,Summary1589,1605.01939v1,2016-05-06T13:52:45Z,Energy Disaggregation for Real-Time Building Flexibility Detection,"Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu",http://arxiv.org/pdf/1605.01939v1,No journal ref found,none,stat.ML,Summary1590,1605.03661v2,2016-05-12T02:59:40Z,Learning Representations for Counterfactual Inference,"Fredrik D. Johansson, Uri Shalit, David Sontag",http://arxiv.org/pdf/1605.03661v2,No journal ref found,none,stat.ML,Summary1591,1605.04135v3,2016-05-13T11:14:58Z,Online Optimization Methods for the Quantification Problem,"Purushottam Kar, Shuai Li, Harikrishna Narasimhan, Sanjay Chawla, Fabrizio Sebastiani",http://arxiv.org/pdf/1605.04135v3,No journal ref found,none,stat.ML,Summary1592,1605.04465v1,2016-05-14T20:35:20Z,Monotone Retargeting for Unsupervised Rank Aggregation with Object Features,"Avradeep Bhowmik, Joydeep Ghosh",http://arxiv.org/pdf/1605.04465v1,No journal ref found,none,stat.ML,Summary1593,1605.04466v1,2016-05-14T21:09:10Z,Generalized Linear Models for Aggregated Data,"Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo",http://arxiv.org/pdf/1605.04466v1,No journal ref found,none,stat.ML,Summary1594,1605.04672v1,2016-05-16T07:43:28Z,A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations,"Pushpendre Rastogi, Benjamin Van Durme",http://arxiv.org/pdf/1605.04672v1,No journal ref found,none,stat.ML,Summary1595,1605.04812v2,2016-05-16T15:47:21Z,Off-policy evaluation for slate recommendation,"Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford, Damien Jose, Imed Zitouni",http://arxiv.org/pdf/1605.04812v2,No journal ref found,none,cs.LG,Summary1596,1605.05273v4,2016-05-17T18:13:13Z,Learning Convolutional Neural Networks for Graphs,"Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov",http://arxiv.org/pdf/1605.05273v4,No journal ref found,none,cs.LG,Summary1597,1605.06181v1,2016-05-20T00:31:07Z,Variational hybridization and transformation for large inaccurate noisy-or networks,"Yusheng Xie, Nan Du, Wei Fan, Jing Zhai, Weicheng Zhu",http://arxiv.org/pdf/1605.06181v1,No journal ref found,none,cs.LG,Summary1598,1605.06201v2,2016-05-20T02:55:59Z,Adversarial Delays in Online Strongly-Convex Optimization,"Daniel Khashabi, Kent Quanrud, Amirhossein Taghvaei",http://arxiv.org/pdf/1605.06201v2,No journal ref found,none,cs.LG,Summary1599,1605.07079v2,2016-05-23T16:29:51Z,Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets,"Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter",http://arxiv.org/pdf/1605.07079v2,No journal ref found,none,cs.LG,Summary1600,1605.07496v2,2016-05-24T15:15:57Z,Alternating Optimisation and Quadrature for Robust Reinforcement Learning,"Supratik Paul, Kamil Ciosek, Michael A. Osborne, Shimon Whiteson",http://arxiv.org/pdf/1605.07496v2,No journal ref found,none,cs.LG,Summary1601,1605.07723v3,2016-05-25T04:14:59Z,"Data Programming: Creating Large Training Sets, Quickly","Alexander Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, Christopher Ré",http://arxiv.org/pdf/1605.07723v3,No journal ref found,none,stat.ML,Summary1602,1605.07999v1,2016-05-25T18:33:10Z,"Toward a general, scaleable framework for Bayesian teaching with applications to topic models","Baxter S. Eaves Jr, Patrick Shafto",http://arxiv.org/pdf/1605.07999v1,No journal ref found,none,cs.LG,Summary1603,1605.08062v2,2016-05-25T20:15:38Z,A PAC RL Algorithm for Episodic POMDPs,"Zhaohan Daniel Guo, Shayan Doroudi, Emma Brunskill",http://arxiv.org/pdf/1605.08062v2,"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, pp. 510-518, 2016",none,cs.LG,Summary1604,1605.08374v1,2016-05-26T17:33:31Z,Kronecker Determinantal Point Processes,"Zelda Mariet, Suvrit Sra",http://arxiv.org/pdf/1605.08374v1,No journal ref found,none,cs.LG,Summary1605,1605.09370v1,2016-05-30T19:57:56Z,Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data,"Krzysztof Chalupka, Tobias Bischoff, Pietro Perona, Frederick Eberhardt",http://arxiv.org/pdf/1605.09370v1,No journal ref found,none,stat.ML,Summary1606,1605.09593v1,2016-05-31T12:11:51Z,Controlling Exploration Improves Training for Deep Neural Networks,"Yasutoshi Ida, Yasuhiro Fujiwara, Sotetsu Iwamura",http://arxiv.org/pdf/1605.09593v1,No journal ref found,none,cs.LG,Summary1607,1605.09674v4,2016-05-31T15:34:36Z,VIME: Variational Information Maximizing Exploration,"Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel",http://arxiv.org/pdf/1605.09674v4,No journal ref found,none,cs.LG,Summary1608,1606.00068v1,2016-05-31T22:37:43Z,Quantifying the probable approximation error of probabilistic inference programs,"Marco F Cusumano-Towner, Vikash K Mansinghka",http://arxiv.org/pdf/1606.00068v1,No journal ref found,none,cs.AI,Summary1609,1606.01885v1,2016-06-06T19:50:47Z,Learning to Optimize,"Ke Li, Jitendra Malik",http://arxiv.org/pdf/1606.01885v1,No journal ref found,none,cs.LG,Summary1610,1606.02355v1,2016-06-07T23:43:42Z,Active Long Term Memory Networks,"Tommaso Furlanello, Jiaping Zhao, Andrew M. Saxe, Laurent Itti, Bosco S. Tjan",http://arxiv.org/pdf/1606.02355v1,No journal ref found,none,cs.LG,Summary1611,1606.02647v2,2016-06-08T17:34:13Z,Safe and Efficient Off-Policy Reinforcement Learning,"Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare",http://arxiv.org/pdf/1606.02647v2,No journal ref found,none,cs.LG,Summary1612,1606.03432v1,2016-06-10T19:24:10Z,Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much,"Bryan He, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré",http://arxiv.org/pdf/1606.03432v1,No journal ref found,none,cs.LG,Summary1613,1606.03860v1,2016-06-13T08:56:35Z,Reweighted Data for Robust Probabilistic Models,"Yixin Wang, Alp Kucukelbir, David M. Blei",http://arxiv.org/pdf/1606.03860v1,No journal ref found,none,stat.ML,Summary1614,1606.03976v4,2016-06-13T14:40:57Z,Estimating individual treatment effect: generalization bounds and algorithms,"Uri Shalit, Fredrik Johansson, David Sontag",http://arxiv.org/pdf/1606.03976v4,No journal ref found,none,stat.ML,Summary1615,1606.04414v3,2016-06-14T15:12:01Z,The Parallel Knowledge Gradient Method for Batch Bayesian Optimization,"Jian Wu, Peter I. Frazier",http://arxiv.org/pdf/1606.04414v3,No journal ref found,none,stat.ML,Summary1616,1606.04753v2,2016-06-15T13:18:30Z,Safe Exploration in Finite Markov Decision Processes with Gaussian Processes,"Matteo Turchetta, Felix Berkenkamp, Andreas Krause",http://arxiv.org/pdf/1606.04753v2,"Proc. of Advances in Neural Information Processing Systems (NIPS), 2016, pp. 4305-4313",none,cs.LG,Summary1617,1606.05313v1,2016-06-16T18:48:51Z,Unsupervised Risk Estimation Using Only Conditional Independence Structure,"Jacob Steinhardt, Percy Liang",http://arxiv.org/pdf/1606.05313v1,No journal ref found,none,cs.LG,Summary1618,1606.05336v5,2016-06-16T19:55:29Z,On the Expressive Power of Deep Neural Networks,"Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein",http://arxiv.org/pdf/1606.05336v5,No journal ref found,none,stat.ML,Summary1619,1606.05725v1,2016-06-18T07:49:13Z,An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels,"Amirhossein Akbarnejad, Mahdieh Soleymani Baghshah",http://arxiv.org/pdf/1606.05725v1,No journal ref found,none,cs.LG,Summary1620,1606.06126v1,2016-06-20T14:06:22Z,High Confidence Off-Policy Evaluation with Models,"Josiah P. Hanna, Peter Stone, Scott Niekum",http://arxiv.org/pdf/1606.06126v1,No journal ref found,none,cs.AI,Summary1621,1606.06357v1,2016-06-20T22:52:48Z,Complex Embeddings for Simple Link Prediction,"Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard",http://arxiv.org/pdf/1606.06357v1,No journal ref found,none,cs.AI,Summary1622,1606.07035v3,2016-06-22T18:26:27Z,Ancestral Causal Inference,"Sara Magliacane, Tom Claassen, Joris M. Mooij",http://arxiv.org/pdf/1606.07035v3,No journal ref found,none,cs.LG,Summary1623,1606.08531v1,2016-06-28T01:43:38Z,A Learning Algorithm for Relational Logistic Regression: Preliminary Results,"Bahare Fatemi, Seyed Mehran Kazemi, David Poole",http://arxiv.org/pdf/1606.08531v1,No journal ref found,none,cs.AI,Summary1624,1606.08538v1,2016-06-28T02:23:58Z,A Local Density-Based Approach for Local Outlier Detection,"Bo Tang, Haibo He",http://arxiv.org/pdf/1606.08538v1,No journal ref found,none,cs.AI,Summary1625,1606.08963v1,2016-06-29T06:00:35Z,Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests,"Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic",http://arxiv.org/pdf/1606.08963v1,No journal ref found,none,cs.AI,Summary1626,1607.00136v1,2016-07-01T07:34:50Z,Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach,"Collins Leke, Tshilidzi Marwala",http://arxiv.org/pdf/1607.00136v1,No journal ref found,none,cs.AI,Summary1627,1607.00148v2,2016-07-01T08:25:48Z,LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection,"Pankaj Malhotra, Anusha Ramakrishnan, Gaurangi Anand, Lovekesh Vig, Puneet Agarwal, Gautam Shroff",http://arxiv.org/pdf/1607.00148v2,No journal ref found,none,cs.AI,Summary1628,1607.00215v2,2016-07-01T11:58:28Z,Why is Posterior Sampling Better than Optimism for Reinforcement Learning,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1607.00215v2,No journal ref found,none,stat.ML,Summary1629,1607.00446v2,2016-07-02T01:33:00Z,A Greedy Approach to Adapting the Trace Parameter for Temporal Difference Learning,"Martha White, Adam White",http://arxiv.org/pdf/1607.00446v2,No journal ref found,none,cs.AI,Summary1630,1607.01036v4,2016-07-04T20:12:41Z,Bootstrap Model Aggregation for Distributed Statistical Learning,"Jun Han, Qiang Liu",http://arxiv.org/pdf/1607.01036v4,No journal ref found,none,stat.ML,Summary1631,1607.02763v1,2016-07-10T16:19:00Z,How to Allocate Resources For Features Acquisition?,"Oran Richman, Shie Mannor",http://arxiv.org/pdf/1607.02763v1,No journal ref found,none,cs.AI,Summary1632,1607.08316v2,2016-07-28T05:03:32Z,Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates,"Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker",http://arxiv.org/pdf/1607.08316v2,No journal ref found,none,cs.AI,Summary1633,1608.00876v1,2016-08-02T15:48:58Z,Relational Similarity Machines,"Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed",http://arxiv.org/pdf/1608.00876v1,No journal ref found,none,stat.ML,Summary1634,1608.02341v1,2016-08-08T07:44:24Z,Towards Representation Learning with Tractable Probabilistic Models,"Antonio Vergari, Nicola Di Mauro, Floriana Esposito",http://arxiv.org/pdf/1608.02341v1,No journal ref found,none,cs.LG,Summary1635,1608.03544v2,2016-08-06T14:13:28Z,On Context-Dependent Clustering of Bandits,"Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Evans Etrue, Giovanni Zappella",http://arxiv.org/pdf/1608.03544v2,No journal ref found,none,cs.LG,Summary1636,1608.04689v1,2016-08-16T17:54:40Z,A Shallow High-Order Parametric Approach to Data Visualization and Compression,"Martin Renqiang Min, Hongyu Guo, Dongjin Song",http://arxiv.org/pdf/1608.04689v1,No journal ref found,none,cs.AI,Summary1637,1608.04839v3,2016-08-17T02:38:44Z,Dynamic Collaborative Filtering with Compound Poisson Factorization,"Ghassen Jerfel, Mehmet E. Basbug, Barbara E. Engelhardt",http://arxiv.org/pdf/1608.04839v3,No journal ref found,none,cs.LG,Summary1638,1608.05347v1,2016-08-18T17:47:53Z,Probabilistic Data Analysis with Probabilistic Programming,"Feras Saad, Vikash Mansinghka",http://arxiv.org/pdf/1608.05347v1,No journal ref found,none,cs.AI,Summary1639,1608.05921v2,2016-08-21T11:49:53Z,Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches,"Dongwoo Kim, Lexing Xie, Cheng Soon Ong",http://arxiv.org/pdf/1608.05921v2,No journal ref found,none,stat.ML,Summary1640,1608.07001v1,2016-08-25T01:56:20Z,Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data,"Yangtao Wang, Lihui Chen, Xiaoli Li",http://arxiv.org/pdf/1608.07001v1,No journal ref found,none,cs.AI,Summary1641,1608.07005v1,2016-08-25T02:15:37Z,Multi-View Fuzzy Clustering with Minimax Optimization for Effective Clustering of Data from Multiple Sources,"Yangtao Wang, Lihui Chen",http://arxiv.org/pdf/1608.07005v1,No journal ref found,none,cs.AI,Summary1642,1609.00116v1,2016-09-01T05:34:23Z,Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks,"Nicholas Guttenberg, Martin Biehl, Ryota Kanai",http://arxiv.org/pdf/1609.00116v1,No journal ref found,none,cs.AI,Summary1643,1609.00904v1,2016-09-04T08:45:26Z,High Dimensional Human Guided Machine Learning,"Eric Holloway, Robert Marks II",http://arxiv.org/pdf/1609.00904v1,No journal ref found,none,cs.AI,Summary1644,1609.01468v1,2016-09-06T10:03:27Z,Q-Learning with Basic Emotions,"Wilfredo Badoy Jr., Kardi Teknomo",http://arxiv.org/pdf/1609.01468v1,No journal ref found,none,cs.LG,Summary1645,1609.04436v1,2016-09-14T20:34:26Z,Bayesian Reinforcement Learning: A Survey,"Mohammad Ghavamzadeh, Shie Mannor, Joelle Pineau, Aviv Tamar",http://arxiv.org/pdf/1609.04436v1,"Foundations and Trends in Machine Learning, Vol. 8: No. 5-6, pp 359-492, 2015",none,cs.AI,Summary1646,1609.04508v2,2016-09-15T04:45:11Z,Column Networks for Collective Classification,"Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1609.04508v2,No journal ref found,none,cs.LG,Summary1647,1609.05881v1,2016-09-19T19:44:06Z,Online and Distributed learning of Gaussian mixture models by Bayesian Moment Matching,"Priyank Jaini, Pascal Poupart",http://arxiv.org/pdf/1609.05881v1,No journal ref found,none,cs.AI,Summary1648,1609.09869v2,2016-09-30T19:53:11Z,Structured Inference Networks for Nonlinear State Space Models,"Rahul G. Krishnan, Uri Shalit, David Sontag",http://arxiv.org/pdf/1609.09869v2,No journal ref found,none,stat.ML,Summary1649,1610.00243v1,2016-10-02T08:42:59Z,Deep unsupervised learning through spatial contrasting,"Elad Hoffer, Itay Hubara, Nir Ailon",http://arxiv.org/pdf/1610.00243v1,No journal ref found,none,cs.LG,Summary1650,1610.00366v1,2016-10-02T23:13:45Z,"Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems",Ruben Martinez-Cantin,http://arxiv.org/pdf/1610.00366v1,No journal ref found,none,cs.AI,Summary1651,1610.02649v1,2016-10-09T09:28:01Z,A new selection strategy for selective cluster ensemble based on Diversity and Independency,"Muhammad Yousefnezhad, Ali Reihanian, Daoqiang Zhang, Behrouz Minaei-Bidgoli",http://arxiv.org/pdf/1610.02649v1,No journal ref found,none,stat.ML,Summary1652,1610.03263v1,2016-10-11T10:15:15Z,Error Asymmetry in Causal and Anticausal Regression,"Patrick Blöbaum, Takashi Washio, Shohei Shimizu",http://arxiv.org/pdf/1610.03263v1,No journal ref found,none,cs.AI,Summary1653,1610.03295v1,2016-10-11T12:09:03Z,"Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving","Shai Shalev-Shwartz, Shaked Shammah, Amnon Shashua",http://arxiv.org/pdf/1610.03295v1,No journal ref found,none,cs.AI,Summary1654,1610.05735v1,2016-10-18T18:35:09Z,Deep Amortized Inference for Probabilistic Programs,"Daniel Ritchie, Paul Horsfall, Noah D. Goodman",http://arxiv.org/pdf/1610.05735v1,No journal ref found,none,cs.AI,Summary1655,1610.06940v2,2016-10-21T20:16:16Z,Safety Verification of Deep Neural Networks,"Xiaowei Huang, Marta Kwiatkowska, Sen Wang, Min Wu",http://arxiv.org/pdf/1610.06940v2,No journal ref found,none,cs.AI,Summary1656,1610.06972v1,2016-10-21T23:17:03Z,Learning Cost-Effective Treatment Regimes using Markov Decision Processes,"Himabindu Lakkaraju, Cynthia Rudin",http://arxiv.org/pdf/1610.06972v1,No journal ref found,none,cs.AI,Summary1657,1610.08127v1,2016-10-26T00:10:44Z,Fast Bayesian Non-Negative Matrix Factorisation and Tri-Factorisation,"Thomas Brouwer, Jes Frellsen, Pietro Lio",http://arxiv.org/pdf/1610.08127v1,No journal ref found,none,cs.LG,Summary1658,1610.08936v1,2016-10-27T19:08:57Z,Learning Scalable Deep Kernels with Recurrent Structure,"Maruan Al-Shedivat, Andrew Gordon Wilson, Yunus Saatchi, Zhiting Hu, Eric P. Xing",http://arxiv.org/pdf/1610.08936v1,No journal ref found,none,cs.LG,Summary1659,1610.09296v3,2016-10-28T16:17:03Z,Improving Sampling from Generative Autoencoders with Markov Chains,"Antonia Creswell, Kai Arulkumaran, Anil Anthony Bharath",http://arxiv.org/pdf/1610.09296v3,No journal ref found,none,cs.LG,Summary1660,1610.09900v2,2016-10-31T12:53:20Z,Inference Compilation and Universal Probabilistic Programming,"Tuan Anh Le, Atilim Gunes Baydin, Frank Wood",http://arxiv.org/pdf/1610.09900v2,No journal ref found,none,cs.AI,Summary1661,1611.01455v1,2016-11-04T17:08:54Z,Ways of Conditioning Generative Adversarial Networks,"Hanock Kwak, Byoung-Tak Zhang",http://arxiv.org/pdf/1611.01455v1,No journal ref found,none,cs.LG,Summary1662,1611.01504v1,2016-11-04T19:33:35Z,Estimating Causal Direction and Confounding of Two Discrete Variables,"Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona",http://arxiv.org/pdf/1611.01504v1,No journal ref found,none,stat.ML,Summary1663,1611.01626v2,2016-11-05T10:49:37Z,PGQ: Combining policy gradient and Q-learning,"Brendan ODonoghue, Remi Munos, Koray Kavukcuoglu, Volodymyr Mnih",http://arxiv.org/pdf/1611.01626v2,No journal ref found,none,cs.LG,Summary1664,1611.01708v1,2016-11-05T23:02:25Z,"Detecting Dependencies in High-Dimensional, Sparse Databases Using Probabilistic Programming and Non-parametric Bayes","Feras Saad, Vikash Mansinghka",http://arxiv.org/pdf/1611.01708v1,No journal ref found,none,stat.ML,Summary1665,1611.01929v2,2016-11-07T08:12:53Z,Deep Reinforcement Learning with Averaged Target DQN,"Oron Anschel, Nir Baram, Nahum Shimkin",http://arxiv.org/pdf/1611.01929v2,No journal ref found,none,cs.AI,Summary1666,1611.02047v1,2016-11-07T13:43:38Z,Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms,"Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov",http://arxiv.org/pdf/1611.02047v1,No journal ref found,none,cs.LG,Summary1667,1611.02053v1,2016-11-07T13:55:00Z,Reinforcement-based Simultaneous Algorithm and its Hyperparameters Selection,"Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto",http://arxiv.org/pdf/1611.02053v1,No journal ref found,none,cs.LG,Summary1668,1611.02252v1,2016-11-07T20:25:08Z,Hierarchical compositional feature learning,"Miguel Lázaro-Gredilla, Yi Liu, D. Scott Phoenix, Dileep George",http://arxiv.org/pdf/1611.02252v1,No journal ref found,none,cs.LG,Summary1669,1611.02268v1,2016-11-07T20:58:58Z,Optimal Binary Autoencoding with Pairwise Correlations,Akshay Balsubramani,http://arxiv.org/pdf/1611.02268v1,No journal ref found,none,cs.LG,Summary1670,1611.02755v1,2016-11-08T22:52:08Z,Recursive Decomposition for Nonconvex Optimization,"Abram L. Friesen, Pedro Domingos",http://arxiv.org/pdf/1611.02755v1,"Proceedings of the 24th International Joint Conference on Artificial Intelligence (2015), pp. 253-259",none,cs.AI,Summary1671,1611.03451v1,2016-11-10T19:11:09Z,Importance Sampling with Unequal Support,"Philip S. Thomas, Emma Brunskill",http://arxiv.org/pdf/1611.03451v1,No journal ref found,none,cs.LG,Summary1672,1611.03907v1,2016-11-11T22:39:01Z,Reinforcement Learning of Contextual MDPs using Spectral Methods,"Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar",http://arxiv.org/pdf/1611.03907v1,No journal ref found,none,cs.AI,Summary1673,1611.05763v3,2016-11-17T16:29:11Z,Learning to reinforcement learn,"Jane X Wang, Zeb Kurth-Nelson, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Remi Munos, Charles Blundell, Dharshan Kumaran, Matt Botvinick",http://arxiv.org/pdf/1611.05763v3,No journal ref found,none,cs.LG,Summary1674,1611.05817v1,2016-11-17T19:07:00Z,Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction Invariance,"Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin",http://arxiv.org/pdf/1611.05817v1,No journal ref found,none,stat.ML,Summary1675,1611.06132v1,2016-11-18T15:53:50Z,Faster variational inducing input Gaussian process classification,"Pavel Izmailov, Dmitry Kropotov",http://arxiv.org/pdf/1611.06132v1,No journal ref found,none,cs.LG,Summary1676,1611.06175v1,2016-11-18T17:52:23Z,Learning Interpretability for Visualizations using Adapted Cox Models through a User Experiment,"Adrien Bibal, Benoit Frénay",http://arxiv.org/pdf/1611.06175v1,No journal ref found,none,stat.ML,Summary1677,1611.06882v1,2016-11-21T16:25:34Z,Learning From Graph Neighborhoods Using LSTMs,"Rakshit Agrawal, Luca de Alfaro, Vassilis Polychronopoulos",http://arxiv.org/pdf/1611.06882v1,No journal ref found,none,cs.LG,Summary1678,1611.07054v1,2016-11-21T21:09:33Z,An Efficient Training Algorithm for Kernel Survival Support Vector Machines,"Sebastian Pölsterl, Nassir Navab, Amin Katouzian",http://arxiv.org/pdf/1611.07054v1,No journal ref found,none,cs.LG,Summary1679,1611.07078v1,2016-11-21T22:06:23Z,A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games,"Felix Leibfried, Nate Kushman, Katja Hofmann",http://arxiv.org/pdf/1611.07078v1,No journal ref found,none,cs.AI,Summary1680,1611.07343v1,2016-11-22T15:00:08Z,Limbo: A Fast and Flexible Library for Bayesian Optimization,"Antoine Cully, Konstantinos Chatzilygeroudis, Federico Allocati, Jean-Baptiste Mouret",http://arxiv.org/pdf/1611.07343v1,No journal ref found,none,cs.LG,Summary1681,1611.07567v1,2016-11-22T22:36:31Z,Feature Importance Measure for Non-linear Learning Algorithms,"Marina M. -C. Vidovic, Nico Görnitz, Klaus-Robert Müller, Marius Kloft",http://arxiv.org/pdf/1611.07567v1,No journal ref found,none,cs.AI,Summary1682,1611.07579v1,2016-11-22T23:35:03Z,Programs as Black-Box Explanations,"Sameer Singh, Marco Tulio Ribeiro, Carlos Guestrin",http://arxiv.org/pdf/1611.07579v1,No journal ref found,none,stat.ML,Summary1683,1611.08366v1,2016-11-25T07:27:34Z,Local Discriminant Hyperalignment for multi-subject fMRI data alignment,"Muhammad Yousefnezhad, Daoqiang Zhang",http://arxiv.org/pdf/1611.08366v1,No journal ref found,none,stat.ML,Summary1684,1611.09328v1,2016-11-28T20:33:15Z,Accelerated Gradient Temporal Difference Learning,"Yangchen Pan, Adam White, Martha White",http://arxiv.org/pdf/1611.09328v1,No journal ref found,none,cs.AI,Summary1685,1611.09894v1,2016-11-29T21:32:25Z,Exploration for Multi-task Reinforcement Learning with Deep Generative Models,"Sai Praveen Bangaru, JS Suhas, Balaraman Ravindran",http://arxiv.org/pdf/1611.09894v1,No journal ref found,none,cs.AI,Summary1686,1611.09940v3,2016-11-29T23:22:39Z,Neural Combinatorial Optimization with Reinforcement Learning,"Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio",http://arxiv.org/pdf/1611.09940v3,No journal ref found,none,cs.AI,Summary1687,1611.09957v1,2016-11-30T01:03:11Z,t-Exponential Triplet Embedding,"Ehsan Amid, Nikos Vlassis, Manfred K. Warmuth",http://arxiv.org/pdf/1611.09957v1,No journal ref found,none,cs.AI,Summary1688,1611.10351v1,2016-11-30T20:50:33Z,Joint Causal Inference on Observational and Experimental Datasets,"Sara Magliacane, Tom Claassen, Joris M. Mooij",http://arxiv.org/pdf/1611.10351v1,No journal ref found,none,cs.LG,Summary1689,1612.00367v1,2016-12-01T17:59:53Z,Large-scale Validation of Counterfactual Learning Methods: A Test-Bed,"Damien Lefortier, Adith Swaminathan, Xiaotao Gu, Thorsten Joachims, Maarten de Rijke",http://arxiv.org/pdf/1612.00367v1,No journal ref found,none,cs.LG,Summary1690,1612.00475v1,2016-12-01T21:26:52Z,Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes,"Taylor Killian, George Konidaris, Finale Doshi-Velez",http://arxiv.org/pdf/1612.00475v1,No journal ref found,none,stat.ML,Summary1691,1612.00583v1,2016-12-02T07:44:45Z,Active Search for Sparse Signals with Region Sensing,"Yifei Ma, Roman Garnett, Jeff Schneider",http://arxiv.org/pdf/1612.00583v1,No journal ref found,none,stat.ML,Summary1692,1612.00653v2,2016-12-02T12:20:47Z,Inferring Cognitive Models from Data using Approximate Bayesian Computation,"Antti Kangasrääsiö, Kumaripaba Athukorala, Andrew Howes, Jukka Corander, Samuel Kaski, Antti Oulasvirta",http://arxiv.org/pdf/1612.00653v2,No journal ref found,none,cs.HC,Summary1693,1612.00767v2,2016-12-02T17:43:33Z,Asynchronous Stochastic Gradient MCMC with Elastic Coupling,"Jost Tobias Springenberg, Aaron Klein, Stefan Falkner, Frank Hutter",http://arxiv.org/pdf/1612.00767v2,No journal ref found,none,stat.ML,Summary1694,1612.00796v2,2016-12-02T19:18:37Z,Overcoming catastrophic forgetting in neural networks,"James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell",http://arxiv.org/pdf/1612.00796v2,No journal ref found,none,cs.LG,Summary1695,1612.01746v1,2016-12-06T10:51:51Z,Factored Contextual Policy Search with Bayesian Optimization,"Peter Karkus, Andras Kupcsik, David Hsu, Wee Sun Lee",http://arxiv.org/pdf/1612.01746v1,No journal ref found,none,cs.LG,Summary1696,1612.02161v1,2016-12-07T09:29:58Z,Measuring the non-asymptotic convergence of sequential Monte Carlo samplers using probabilistic programming,"Marco F. Cusumano-Towner, Vikash K. Mansinghka",http://arxiv.org/pdf/1612.02161v1,No journal ref found,none,cs.AI,Summary1697,1612.02487v2,2016-12-07T23:31:26Z,Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets,"Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski",http://arxiv.org/pdf/1612.02487v2,No journal ref found,none,cs.AI,Summary1698,1612.02526v1,2016-12-08T04:18:09Z,Prediction with a Short Memory,"Sham Kakade, Percy Liang, Vatsal Sharan, Gregory Valiant",http://arxiv.org/pdf/1612.02526v1,No journal ref found,none,cs.LG,Summary1699,1612.02814v2,2016-12-08T20:56:48Z,Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification,"Ting Chen, Yizhou Sun",http://arxiv.org/pdf/1612.02814v2,No journal ref found,none,cs.LG,Summary1700,1612.02879v1,2016-12-09T00:56:42Z,Learning representations through stochastic gradient descent in cross-validation error,"Richard S. Sutton, Vivek Veeriah",http://arxiv.org/pdf/1612.02879v1,No journal ref found,none,cs.LG,Summary1701,1612.03117v1,2016-12-09T18:20:00Z,Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down,"Kim Peter Wabersich, Marc Toussaint",http://arxiv.org/pdf/1612.03117v1,No journal ref found,none,cs.LG,Summary1702,1612.03328v1,2016-12-10T18:11:32Z,Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction,"Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski",http://arxiv.org/pdf/1612.03328v1,No journal ref found,none,cs.AI,Summary1703,1612.03364v1,2016-12-11T01:57:50Z,Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity,"Feng Chen, Baojian Zhou",http://arxiv.org/pdf/1612.03364v1,No journal ref found,none,cs.LG,Summary1704,1612.03871v2,2016-12-12T19:53:04Z,Knowledge Completion for Generics using Guided Tensor Factorization,"Hanie Sedghi, Ashish Sabharwal",http://arxiv.org/pdf/1612.03871v2,No journal ref found,none,cs.AI,Summary1705,1612.03981v1,2016-12-13T00:21:45Z,Hybrid Repeat/Multi-point Sampling for Highly Volatile Objective Functions,"Brett Israelsen, Nisar Ahmed",http://arxiv.org/pdf/1612.03981v1,"BayesOpt Workshop, NIPS 2016",none,stat.ML,Summary1706,1612.04315v1,2016-12-13T18:43:59Z,Towards Adaptive Training of Agent-based Sparring Partners for Fighter Pilots,"Brett W. Israelsen, Nisar Ahmed, Kenneth Center, Roderick Green, Winston Bennett Jr",http://arxiv.org/pdf/1612.04315v1,"SciTech 2017, paper 2545524",none,stat.ML,Summary1707,1612.04759v1,2016-12-14T18:14:59Z,Encapsulating models and approximate inference programs in probabilistic modules,"Marco F. Cusumano-Towner, Vikash K. Mansinghka",http://arxiv.org/pdf/1612.04759v1,No journal ref found,none,cs.AI,Summary1708,1612.04933v1,2016-12-15T05:25:41Z,Dynamical Kinds and their Discovery,Benjamin C. Jantzen,http://arxiv.org/pdf/1612.04933v1,No journal ref found,none,stat.ML,Summary1709,1612.05628v3,2016-12-16T20:49:35Z,A New Softmax Operator for Reinforcement Learning,"Kavosh Asadi, Michael L. Littman",http://arxiv.org/pdf/1612.05628v3,No journal ref found,none,cs.AI,Summary1710,1612.06000v1,2016-12-18T21:51:10Z,Sample-efficient Deep Reinforcement Learning for Dialog Control,"Kavosh Asadi, Jason D. Williams",http://arxiv.org/pdf/1612.06000v1,No journal ref found,none,cs.AI,Summary1711,1612.07548v1,2016-12-22T11:30:35Z,Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning,"Wendelin Böhmer, Rong Guo, Klaus Obermayer",http://arxiv.org/pdf/1612.07548v1,No journal ref found,none,cs.AI,Summary1712,1612.08544v1,2016-12-27T09:14:16Z,Theory-guided Data Science: A New Paradigm for Scientific Discovery,"Anuj Karpatne, Gowtham Atluri, James Faghmous, Michael Steinbach, Arindam Banerjee, Auroop Ganguly, Shashi Shekhar, Nagiza Samatova, Vipin Kumar",http://arxiv.org/pdf/1612.08544v1,No journal ref found,none,cs.LG,Summary1713,1612.08633v1,2016-12-27T13:52:56Z,A Sparse Nonlinear Classifier Design Using AUC Optimization,"Vishal Kakkar, Shirish K. Shevade, S Sundararajan, Dinesh Garg",http://arxiv.org/pdf/1612.08633v1,No journal ref found,none,cs.AI,Summary1714,1612.09465v1,2016-12-30T11:51:14Z,Adaptive Lambda Least-Squares Temporal Difference Learning,"Timothy A. Mann, Hugo Penedones, Shie Mannor, Todd Hester",http://arxiv.org/pdf/1612.09465v1,No journal ref found,none,cs.LG,Summary1715,1701.02058v1,2017-01-09T03:49:26Z,Coupled Compound Poisson Factorization,"Mehmet E. Basbug, Barbara E. Engelhardt",http://arxiv.org/pdf/1701.02058v1,No journal ref found,none,cs.LG,Summary1716,1701.08305v1,2017-01-28T17:45:58Z,Multiclass MinMax Rank Aggregation,"Pan Li, Olgica Milenkovic",http://arxiv.org/pdf/1701.08305v1,No journal ref found,none,cs.LG,Summary1717,1701.08810v1,2017-01-30T20:13:17Z,Algorithm selection of off-policy reinforcement learning algorithm,"Laroche Romain, Feraud Raphael",http://arxiv.org/pdf/1701.08810v1,No journal ref found,none,stat.ML,Summary1718,1702.01313v1,2017-02-04T17:54:59Z,Cluster-based Kriging Approximation Algorithms for Complexity Reduction,"Bas van Stein, Hao Wang, Wojtek Kowalczyk, Michael Emmerich, Thomas Bäck",http://arxiv.org/pdf/1702.01313v1,No journal ref found,none,cs.LG,Summary1719,1702.02519v1,2017-02-08T16:57:48Z,Deep Generalized Canonical Correlation Analysis,"Adrian Benton, Huda Khayrallah, Biman Gujral, Drew Reisinger, Sheng Zhang, Raman Arora",http://arxiv.org/pdf/1702.02519v1,No journal ref found,none,cs.LG,Summary1720,1702.04956v1,2017-02-16T13:29:30Z,Reflexive Regular Equivalence for Bipartite Data,"Aaron Gerow, Mingyang Zhou, Stan Matwin, Feng Shi",http://arxiv.org/pdf/1702.04956v1,No journal ref found,none,cs.LG,Summary1721,1702.05677v1,2017-02-18T23:46:10Z,Quadratic Upper Bound for Recursive Teaching Dimension of Finite VC Classes,"Lunjia Hu, Ruihan Wu, Tianhong Li, Liwei Wang",http://arxiv.org/pdf/1702.05677v1,No journal ref found,none,cs.LG,Summary1722,1702.05870v2,2017-02-20T06:17:02Z,Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks,"Luo Chunjie, Zhan jianfeng, Wang lei, Yang Qiang",http://arxiv.org/pdf/1702.05870v2,No journal ref found,none,cs.LG,Summary1723,1702.06879v1,2017-02-22T16:28:11Z,Knowledge Graph Completion via Complex Tensor Factorization,"Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard",http://arxiv.org/pdf/1702.06879v1,No journal ref found,none,cs.AI,Summary1724,1702.08484v1,2017-02-27T19:28:40Z,Boosted Generative Models,"Aditya Grover, Stefano Ermon",http://arxiv.org/pdf/1702.08484v1,No journal ref found,none,cs.LG,Summary1725,1702.08567v1,2017-02-27T22:30:43Z,Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments,"AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash",http://arxiv.org/pdf/1702.08567v1,No journal ref found,none,cs.LG,Summary1726,1702.08608v2,2017-02-28T02:19:20Z,Towards A Rigorous Science of Interpretable Machine Learning,"Finale Doshi-Velez, Been Kim",http://arxiv.org/pdf/1702.08608v2,No journal ref found,none,stat.ML,Summary1727,1702.08635v1,2017-02-28T03:52:06Z,Learning What Data to Learn,"Yang Fan, Fei Tian, Tao Qin, Jiang Bian, Tie-Yan Liu",http://arxiv.org/pdf/1702.08635v1,No journal ref found,none,cs.LG,Summary1728,1702.08892v1,2017-02-28T18:06:15Z,Bridging the Gap Between Value and Policy Based Reinforcement Learning,"Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans",http://arxiv.org/pdf/1702.08892v1,No journal ref found,none,cs.AI,Summary1729,1703.00048v1,2017-02-28T20:39:44Z,Provable Optimal Algorithms for Generalized Linear Contextual Bandits,"Lihong Li, Yu Lu, Dengyong Zhou",http://arxiv.org/pdf/1703.00048v1,No journal ref found,none,cs.LG,Summary1730,1703.00381v1,2017-03-01T16:50:54Z,The Statistical Recurrent Unit,"Junier B. Oliva, Barnabas Poczos, Jeff Schneider",http://arxiv.org/pdf/1703.00381v1,No journal ref found,none,cs.LG,Summary1731,1703.00441v1,2017-03-01T18:52:23Z,Learning to Optimize Neural Nets,"Ke Li, Jitendra Malik",http://arxiv.org/pdf/1703.00441v1,No journal ref found,none,cs.LG,Summary1732,1703.00443v1,2017-03-01T18:58:48Z,OptNet: Differentiable Optimization as a Layer in Neural Networks,"Brandon Amos, J. Zico Kolter",http://arxiv.org/pdf/1703.00443v1,No journal ref found,none,cs.LG,Summary1733,1703.00674v1,2017-03-02T09:11:32Z,Adaptive Matching for Expert Systems with Uncertain Task Types,"Virag Shah, Lennart Gulikers, Laurent Massoulie, Milan Vojnovic",http://arxiv.org/pdf/1703.00674v1,No journal ref found,none,cs.AI,Summary1734,1703.01026v1,2017-03-03T03:24:03Z,Unsupervised Basis Function Adaptation for Reinforcement Learning,"Edward W. Barker, Charl J. Ras",http://arxiv.org/pdf/1703.01026v1,No journal ref found,none,cs.AI,Summary1735,1703.01347v1,2017-03-03T21:39:56Z,Contextual Multi-armed Bandits under Feature Uncertainty,"Se-Young Yun, Jun Hyun Nam, Sangwoo Mo, Jinwoo Shin",http://arxiv.org/pdf/1703.01347v1,No journal ref found,none,cs.AI,Summary1736,1703.02156v1,2017-03-07T00:09:31Z,On the Limits of Learning Representations with Label-Based Supervision,"Jiaming Song, Russell Stewart, Shengjia Zhao, Stefano Ermon",http://arxiv.org/pdf/1703.02156v1,No journal ref found,none,cs.LG,Summary1737,1703.02310v1,2017-03-07T10:16:45Z,Deep Robust Kalman Filter,"Shirli Di-Castro Shashua, Shie Mannor",http://arxiv.org/pdf/1703.02310v1,No journal ref found,none,cs.AI,Summary1738,0810.4401v2,2008-10-24T08:49:09Z,Efficient Exact Inference in Planar Ising Models,"Nicol N. Schraudolph, Dmitry Kamenetsky",http://arxiv.org/pdf/0810.4401v2,No journal ref found,none,cs.LG,Summary1739,0906.4582v1,2009-06-24T23:40:22Z,On landmark selection and sampling in high-dimensional data analysis,"Mohamed-Ali Belabbas, Patrick J. Wolfe",http://arxiv.org/pdf/0906.4582v1,"Philosophical Transactions of the Royal Society, Series A, vol. 367, pp. 4295-4312, 2009",none,stat.ML,Summary1740,1005.2638v1,2010-05-14T23:12:03Z,"Hierarchical Clustering for Finding Symmetries and Other Patterns in Massive, High Dimensional Datasets","Fionn Murtagh, Pedro Contreras",http://arxiv.org/pdf/1005.2638v1,No journal ref found,none,stat.ML,Summary1741,1106.2233v1,2011-06-11T12:43:18Z,Clustering with Multi-Layer Graphs: A Spectral Perspective,"Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov",http://arxiv.org/pdf/1106.2233v1,"IEEE Transactions on Signal Processing, vol. 60, no. 11, pp. 5820-5831, November 2012",none,cs.LG,Summary1742,1110.2306v1,2011-10-11T09:04:56Z,Ground Metric Learning,"Marco Cuturi, David Avis",http://arxiv.org/pdf/1110.2306v1,"Journal of Machine Learning Research, 15, 533-564. 2014",none,stat.ML,Summary1743,1110.3741v3,2011-10-17T17:48:22Z,Multi-criteria Anomaly Detection using Pareto Depth Analysis,"Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III",http://arxiv.org/pdf/1110.3741v3,Advances in Neural Information Processing Systems 25 (2012) 854-862,none,cs.LG,Summary1744,1201.3674v1,2012-01-18T00:46:12Z,On the Lagrangian Biduality of Sparsity Minimization Problems,"Dheeraj Singaraju, Ehsan Elhamifar, Roberto Tron, Allen Y. Yang, S. Shankar Sastry",http://arxiv.org/pdf/1201.3674v1,No journal ref found,none,cs.CV,Summary1745,1205.2631v1,2012-05-09T17:09:42Z,"Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization","Jun Liu, Shuiwang Ji, Jieping Ye",http://arxiv.org/pdf/1205.2631v1,No journal ref found,none,cs.LG,Summary1746,1205.5012v3,2012-05-22T19:20:07Z,Learning Mixed Graphical Models,"Jason D. Lee, Trevor J. Hastie",http://arxiv.org/pdf/1205.5012v3,No journal ref found,none,stat.ML,Summary1747,1206.4074v3,2012-06-18T21:05:16Z,A Linear Approximation to the chi^2 Kernel with Geometric Convergence,"Fuxin Li, Guy Lebanon, Cristian Sminchisescu",http://arxiv.org/pdf/1206.4074v3,No journal ref found,none,cs.LG,Summary1748,1206.4609v1,2012-06-18T14:45:17Z,On multi-view feature learning,Roland Memisevic,http://arxiv.org/pdf/1206.4609v1,No journal ref found,none,cs.CV,Summary1749,1206.4610v1,2012-06-18T14:45:37Z,Manifold Relevance Determination,"Andreas Damianou, Carl Ek, Michalis Titsias, Neil Lawrence",http://arxiv.org/pdf/1206.4610v1,No journal ref found,none,cs.LG,Summary1750,1206.4641v1,2012-06-18T15:18:20Z,Total Variation and Eulers Elastica for Supervised Learning,"Tong Lin, Hanlin Xue, Ling Wang, Hongbin Zha",http://arxiv.org/pdf/1206.4641v1,No journal ref found,none,cs.LG,Summary1751,1206.4649v1,2012-06-18T15:23:19Z,Learning Efficient Structured Sparse Models,"Alex Bronstein, Pablo Sprechmann, Guillermo Sapiro",http://arxiv.org/pdf/1206.4649v1,No journal ref found,none,cs.LG,Summary1752,1206.4651v1,2012-06-18T15:24:01Z,Is margin preserved after random projection?,"Qinfeng Shi, Chunhua Shen, Rhys Hill, Anton van den Hengel",http://arxiv.org/pdf/1206.4651v1,No journal ref found,none,cs.LG,Summary1753,1206.4653v1,2012-06-18T15:24:49Z,Dimensionality Reduction by Local Discriminative Gaussians,"Nathan Parrish, Maya Gupta",http://arxiv.org/pdf/1206.4653v1,No journal ref found,none,cs.LG,Summary1754,1206.4676v1,2012-06-18T15:36:49Z,Clustering by Low-Rank Doubly Stochastic Matrix Decomposition,"Zhirong Yang, Erkki Oja",http://arxiv.org/pdf/1206.4676v1,No journal ref found,none,cs.LG,Summary1755,1206.5248v1,2012-06-20T14:55:04Z,"Statistical Translation, Heat Kernels and Expected Distances","Joshua Dillon, Yi Mao, Guy Lebanon, Jian Zhang",http://arxiv.org/pdf/1206.5248v1,No journal ref found,none,cs.LG,Summary1756,1206.6418v1,2012-06-27T19:59:59Z,Learning Invariant Representations with Local Transformations,"Kihyuk Sohn, Honglak Lee",http://arxiv.org/pdf/1206.6418v1,No journal ref found,none,cs.LG,Summary1757,1206.6429v1,2012-06-27T19:59:59Z,Incorporating Domain Knowledge in Matching Problems via Harmonic Analysis,"Deepti Pachauri, Maxwell Collins, Vikas SIngh, Risi Kondor",http://arxiv.org/pdf/1206.6429v1,No journal ref found,none,cs.LG,Summary1758,1206.6437v1,2012-06-27T19:59:59Z,Large Scale Variational Bayesian Inference for Structured Scale Mixture Models,"Young Jun Ko, Matthias Seeger",http://arxiv.org/pdf/1206.6437v1,No journal ref found,none,cs.CV,Summary1759,1206.6445v1,2012-06-27T19:59:59Z,Deep Lambertian Networks,"Yichuan Tang, Ruslan Salakhutdinov, Geoffrey Hinton",http://arxiv.org/pdf/1206.6445v1,No journal ref found,none,cs.CV,Summary1760,1206.6447v1,2012-06-27T19:59:59Z,Small-sample Brain Mapping: Sparse Recovery on Spatially Correlated Designs with Randomization and Clustering,"Gael Varoquaux, Alexandre Gramfort, Bertrand Thirion",http://arxiv.org/pdf/1206.6447v1,No journal ref found,none,cs.LG,Summary1761,1206.6462v1,2012-06-27T19:59:59Z,Learning Object Arrangements in 3D Scenes using Human Context,"Yun Jiang, Marcus Lim, Ashutosh Saxena",http://arxiv.org/pdf/1206.6462v1,No journal ref found,none,cs.LG,Summary1762,1206.6482v1,2012-06-27T19:59:59Z,Modeling Images using Transformed Indian Buffet Processes,"Ke Zhai, Yuening Hu, Sinead Williamson, Jordan Boyd-Graber",http://arxiv.org/pdf/1206.6482v1,No journal ref found,none,cs.CV,Summary1763,1208.0378v1,2012-08-02T00:54:02Z,Fast Planar Correlation Clustering for Image Segmentation,"Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes",http://arxiv.org/pdf/1208.0378v1,No journal ref found,none,cs.CV,Summary1764,1208.0432v3,2012-08-02T08:43:45Z,Efficient Point-to-Subspace Query in $\ell^1$ with Application to Robust Object Instance Recognition,"Ju Sun, Yuqian Zhang, John Wright",http://arxiv.org/pdf/1208.0432v3,"SIAM Journal on Imaging Sciences, 7(4):2105 - 2138, 2014",none,cs.CV,Summary1765,1208.0959v2,2012-08-04T21:48:52Z,Recklessly Approximate Sparse Coding,"Misha Denil, Nando de Freitas",http://arxiv.org/pdf/1208.0959v2,No journal ref found,none,cs.LG,Summary1766,1208.3839v2,2012-08-19T14:49:27Z,Discriminative Sparse Coding on Multi-Manifold for Data Representation and Classification,Jing-Yan Wang,http://arxiv.org/pdf/1208.3839v2,No journal ref found,none,cs.CV,Summary1767,1208.3845v3,2012-08-19T15:21:09Z,Adaptive Graph via Multiple Kernel Learning for Nonnegative Matrix Factorization,"Jing-Yan Wang, Mustafa AbdulJabbar",http://arxiv.org/pdf/1208.3845v3,No journal ref found,none,cs.LG,Summary1768,1212.0695v1,2012-12-04T12:05:31Z,Training Support Vector Machines Using Frank-Wolfe Optimization Methods,"Emanuele Frandi, Ricardo Nanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori",http://arxiv.org/pdf/1212.0695v1,"International Journal on Pattern Recognition and Artificial Intelligence, 27(3), 2013",none,cs.LG,Summary1769,1302.5010v2,2013-02-20T16:09:38Z,Matching Pursuit LASSO Part II: Applications and Sparse Recovery over Batch Signals,"Mingkui Tan, Ivor W. Tsang, Li Wang",http://arxiv.org/pdf/1302.5010v2,No journal ref found,none,cs.CV,Summary1770,1204.2311v1,2012-04-11T01:03:03Z,Robust Nonnegative Matrix Factorization via $L_1$ Norm Regularization,"Bin Shen, Luo Si, Rongrong Ji, Baodi Liu",http://arxiv.org/pdf/1204.2311v1,No journal ref found,none,cs.LG,Summary1771,1204.4521v1,2012-04-20T03:01:56Z,A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles,"Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh",http://arxiv.org/pdf/1204.4521v1,No journal ref found,none,cs.LG,Summary1772,1211.2556v1,2012-11-12T10:42:58Z,A Comparative Study of Gaussian Mixture Model and Radial Basis Function for Voice Recognition,Fatai Adesina Anifowose,http://arxiv.org/pdf/1211.2556v1,No journal ref found,none,cs.LG,Summary1773,1211.2881v3,2012-11-13T03:41:31Z,Deep Attribute Networks,"Junyoung Chung, Donghoon Lee, Youngjoo Seo, Chang D. Yoo",http://arxiv.org/pdf/1211.2881v3,No journal ref found,none,cs.CV,Summary1774,1211.4860v1,2012-11-20T20:54:30Z,Domain Adaptations for Computer Vision Applications,Oscar Beijbom,http://arxiv.org/pdf/1211.4860v1,No journal ref found,none,cs.CV,Summary1775,1211.7219v1,2012-11-30T11:50:21Z,A recursive divide-and-conquer approach for sparse principal component analysis,"Qian Zhao, Deyu Meng, Zongben Xu",http://arxiv.org/pdf/1211.7219v1,No journal ref found,none,cs.CV,Summary1776,1301.2032v1,2013-01-10T05:26:18Z,Training Effective Node Classifiers for Cascade Classification,"Chunhua Shen, Peng Wang, Sakrapee Paisitkriangkrai, Anton van den Hengel",http://arxiv.org/pdf/1301.2032v1,No journal ref found,none,cs.CV,Summary1777,1301.2840v4,2013-01-14T01:34:17Z,Unsupervised Feature Learning for low-level Local Image Descriptors,"Christian Osendorfer, Justin Bayer, Sebastian Urban, Patrick van der Smagt",http://arxiv.org/pdf/1301.2840v4,No journal ref found,none,cs.CV,Summary1778,1301.3342v2,2013-01-15T13:44:18Z,Barnes-Hut-SNE,Laurens van der Maaten,http://arxiv.org/pdf/1301.3342v2,No journal ref found,none,cs.LG,Summary1779,1301.3468v6,2013-01-15T19:45:27Z,Boltzmann Machines and Denoising Autoencoders for Image Denoising,Kyunghyun Cho,http://arxiv.org/pdf/1301.3468v6,No journal ref found,none,stat.ML,Summary1780,1301.3476v3,2013-01-15T20:21:54Z,Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities,"Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun",http://arxiv.org/pdf/1301.3476v3,No journal ref found,none,cs.LG,Summary1781,1301.3541v3,2013-01-16T01:27:15Z,Deep Predictive Coding Networks,"Rakesh Chalasani, Jose C. Principe",http://arxiv.org/pdf/1301.3541v3,No journal ref found,none,cs.LG,Summary1782,1301.3575v1,2013-01-16T03:52:09Z,Kernelized Locality-Sensitive Hashing for Semi-Supervised Agglomerative Clustering,"Boyi Xie, Shuheng Zheng",http://arxiv.org/pdf/1301.3575v1,No journal ref found,none,cs.LG,Summary1783,1301.3854v1,2013-01-16T15:50:06Z,"Learning Graphical Models of Images, Videos and Their Spatial Transformations","Brendan J. Frey, Nebojsa Jojic",http://arxiv.org/pdf/1301.3854v1,No journal ref found,none,cs.CV,Summary1784,1301.4157v1,2013-01-17T16:48:46Z,On the Product Rule for Classification Problems,Marcelo Cicconet,http://arxiv.org/pdf/1301.4157v1,No journal ref found,none,cs.LG,Summary1785,1301.5063v2,2013-01-22T03:40:52Z,Heteroscedastic Conditional Ordinal Random Fields for Pain Intensity Estimation from Facial Images,"Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic",http://arxiv.org/pdf/1301.5063v2,No journal ref found,none,cs.CV,Summary1786,1301.6324v1,2013-01-27T06:55:55Z,An improvement to k-nearest neighbor classifier,"T. Hitendra Sarma, P. Viswanath, D. Sai Koti Reddy, S. Sri Raghava",http://arxiv.org/pdf/1301.6324v1,No journal ref found,none,cs.CV,Summary1787,1304.0725v1,2013-03-11T05:28:06Z,Improved Performance of Unsupervised Method by Renovated K-Means,"P. Ashok, G. M Kadhar Nawaz, E. Elayaraja, V. Vadivel",http://arxiv.org/pdf/1304.0725v1,No journal ref found,none,cs.LG,Summary1788,1304.4344v1,2013-04-16T06:47:03Z,Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach,"Mehrtash T. Harandi, Conrad Sanderson, Richard Hartley, Brian C. Lovell",http://arxiv.org/pdf/1304.4344v1,"European Conference on Computer Vision, Lecture Notes in Computer Science (LNCS), Vol. 7573, pp. 216-229, 2012",none,cs.LG,Summary1789,1304.5583v2,2013-04-20T03:54:48Z,Distributed Low-rank Subspace Segmentation,"Ameet Talwalkar, Lester Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan",http://arxiv.org/pdf/1304.5583v2,No journal ref found,none,cs.CV,Summary1790,1307.2971v1,2013-07-11T04:49:11Z,"Accuracy of MAP segmentation with hidden Potts and Markov mesh prior models via Path Constrained Viterbi Training, Iterated Conditional Modes and Graph Cut based algorithms","Ana Georgina Flesia, Josef Baumgartner, Javier Gimenez, Jorge Martinez",http://arxiv.org/pdf/1307.2971v1,No journal ref found,none,cs.LG,Summary1791,1307.4048v1,2013-07-15T18:39:10Z,Modified SPLICE and its Extension to Non-Stereo Data for Noise Robust Speech Recognition,"D. S. Pavan Kumar, N. Vishnu Prasad, Vikas Joshi, S. Umesh",http://arxiv.org/pdf/1307.4048v1,No journal ref found,none,cs.LG,Summary1792,1307.5161v2,2013-07-19T08:47:32Z,Random Binary Mappings for Kernel Learning and Efficient SVM,"Gemma Roig, Xavier Boix, Luc Van Gool",http://arxiv.org/pdf/1307.5161v2,No journal ref found,none,cs.CV,Summary1793,1307.7852v1,2013-07-30T07:33:31Z,Scalable $k$-NN graph construction,"Jingdong Wang, Jing Wang, Gang Zeng, Zhuowen Tu, Rui Gan, Shipeng Li",http://arxiv.org/pdf/1307.7852v1,No journal ref found,none,cs.CV,Summary1794,1309.2074v2,2013-09-09T09:16:02Z,Learning Transformations for Clustering and Classification,"Qiang Qiu, Guillermo Sapiro",http://arxiv.org/pdf/1309.2074v2,No journal ref found,none,cs.CV,Summary1795,1309.3256v2,2013-09-12T19:38:18Z,Recovery guarantees for exemplar-based clustering,"Abhinav Nellore, Rachel Ward",http://arxiv.org/pdf/1309.3256v2,No journal ref found,none,stat.ML,Summary1796,1309.3809v1,2013-09-16T00:22:01Z,Visual-Semantic Scene Understanding by Sharing Labels in a Context Network,"Ishani Chakraborty, Ahmed Elgammal",http://arxiv.org/pdf/1309.3809v1,No journal ref found,none,cs.CV,Summary1797,1309.5427v1,2013-09-21T03:42:04Z,Latent Fisher Discriminant Analysis,Gang Chen,http://arxiv.org/pdf/1309.5427v1,No journal ref found,none,cs.LG,Summary1798,1309.6301v2,2013-09-24T19:48:56Z,Solving OSCAR regularization problems by proximal splitting algorithms,"Xiangrong Zeng, Mário A. T. Figueiredo",http://arxiv.org/pdf/1309.6301v2,No journal ref found,none,cs.CV,Summary1799,1309.6487v2,2013-09-25T12:53:13Z,A Unified Framework for Representation-based Subspace Clustering of Out-of-sample and Large-scale Data,"Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao",http://arxiv.org/pdf/1309.6487v2,"IEEE Trans. on Neural Networks and Learning Systems, 2016",none,cs.LG,Summary1800,1309.7512v2,2013-09-28T23:55:01Z,Structured learning of sum-of-submodular higher order energy functions,"Alexander Fix, Thorsten Joachims, Sam Park, Ramin Zabih",http://arxiv.org/pdf/1309.7512v2,No journal ref found,none,cs.CV,Summary1801,1310.4945v2,2013-10-18T08:31:54Z,A novel sparsity and clustering regularization,"Xiangrong Zeng, Mário A. T. Figueiredo",http://arxiv.org/pdf/1310.4945v2,No journal ref found,none,cs.LG,Summary1802,1310.5082v1,2013-10-18T16:34:04Z,On the Suitable Domain for SVM Training in Image Coding,"Gustavo Camps-Valls, Juan Gutiérrez, Gabriel Gómez-Pérez, Jesús Malo",http://arxiv.org/pdf/1310.5082v1,"Journal of Machine Learning Research, JMLR, 9(1), 49-66, 2008",none,cs.CV,Summary1803,1311.6371v3,2013-11-25T17:22:22Z,On Approximate Inference for Generalized Gaussian Process Models,"Lifeng Shang, Antoni B. Chan",http://arxiv.org/pdf/1311.6371v3,No journal ref found,none,stat.ML,Summary1804,1311.6510v1,2013-11-25T22:59:24Z,Are all training examples equally valuable?,"Agata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba",http://arxiv.org/pdf/1311.6510v1,No journal ref found,none,cs.CV,Summary1805,1312.3429v2,2013-12-12T10:03:47Z,Unsupervised learning of depth and motion,"Kishore Konda, Roland Memisevic",http://arxiv.org/pdf/1312.3429v2,No journal ref found,none,cs.CV,Summary1806,1312.3522v3,2013-12-12T15:26:57Z,Sparse Matrix-based Random Projection for Classification,"Weizhi Lu, Weiyu Li, Kidiyo Kpalma, Joseph Ronsin",http://arxiv.org/pdf/1312.3522v3,No journal ref found,none,cs.LG,Summary1807,1312.5604v2,2013-12-19T16:01:41Z,Learning Transformations for Classification Forests,"Qiang Qiu, Guillermo Sapiro",http://arxiv.org/pdf/1312.5604v2,No journal ref found,none,cs.CV,Summary1808,1312.6430v2,2013-12-22T22:10:42Z,Growing Regression Forests by Classification: Applications to Object Pose Estimation,"Kota Hara, Rama Chellappa",http://arxiv.org/pdf/1312.6430v2,No journal ref found,none,cs.CV,Summary1809,1312.6965v1,2013-12-25T13:03:12Z,An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression,"Dorra Trabelsi, Samer Mohammed, Faicel Chamroukhi, Latifa Oukhellou, Yacine Amirat",http://arxiv.org/pdf/1312.6965v1,"IEEE Transactions on Automation Science and Engineering, Volume: 10, Issue: 3, July 2013, Pages: 829-835",none,stat.ML,Summary1810,1312.7167v1,2013-12-27T01:10:00Z,Near-separable Non-negative Matrix Factorization with $\ell_1$- and Bregman Loss Functions,"Abhishek Kumar, Vikas Sindhwani",http://arxiv.org/pdf/1312.7167v1,No journal ref found,none,stat.ML,Summary1811,1312.7335v2,2013-12-20T19:36:51Z,Correlation-based construction of neighborhood and edge features,Balázs Kégl,http://arxiv.org/pdf/1312.7335v2,No journal ref found,none,cs.CV,Summary1812,1312.7463v1,2013-12-28T19:18:44Z,Generalized Ambiguity Decomposition for Understanding Ensemble Diversity,"Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan",http://arxiv.org/pdf/1312.7463v1,No journal ref found,none,stat.ML,Summary1813,1401.0898v1,2014-01-05T14:52:27Z,Feature Selection Using Classifier in High Dimensional Data,"Vijendra Singh, Shivani Pathak",http://arxiv.org/pdf/1401.0898v1,No journal ref found,none,cs.CV,Summary1814,1401.1605v2,2014-01-08T08:47:44Z,Fast nonparametric clustering of structured time-series,"James Hensman, Magnus Rattray, Neil D. Lawrence",http://arxiv.org/pdf/1401.1605v2,No journal ref found,none,cs.LG,Summary1815,1401.3409v3,2014-01-15T02:17:33Z,Low-Rank Modeling and Its Applications in Image Analysis,"Xiaowei Zhou, Can Yang, Hongyu Zhao, Weichuan Yu",http://arxiv.org/pdf/1401.3409v3,No journal ref found,none,cs.CV,Summary1816,1401.3818v1,2014-01-16T03:21:26Z,Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification,"Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran",http://arxiv.org/pdf/1401.3818v1,No journal ref found,none,cs.CV,Summary1817,1401.3973v1,2014-01-16T10:21:44Z,An Empirical Evaluation of Similarity Measures for Time Series Classification,"Joan Serrà, Josep Lluis Arcos",http://arxiv.org/pdf/1401.3973v1,"Knowledge-Based Systems 67: 305-314, 2014",none,cs.LG,Summary1818,1401.4489v3,2014-01-17T23:21:56Z,An Analysis of Random Projections in Cancelable Biometrics,"Devansh Arpit, Ifeoma Nwogu, Gaurav Srivastava, Venu Govindaraju",http://arxiv.org/pdf/1401.4489v3,No journal ref found,none,cs.CV,Summary1819,1401.6497v2,2014-01-25T05:08:33Z,Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination,"Qibin Zhao, Liqing Zhang, Andrzej Cichocki",http://arxiv.org/pdf/1401.6497v2,No journal ref found,none,cs.LG,Summary1820,1401.6638v1,2014-01-26T11:00:46Z,Painting Analysis Using Wavelets and Probabilistic Topic Models,"Tong Wu, Gungor Polatkan, David Steel, William Brown, Ingrid Daubechies, Robert Calderbank",http://arxiv.org/pdf/1401.6638v1,No journal ref found,none,cs.CV,Summary1821,1401.7413v2,2014-01-29T05:16:52Z,Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization,"Canyi Lu, Zhouchen Lin, Shuicheng Yan",http://arxiv.org/pdf/1401.7413v2,No journal ref found,none,cs.LG,Summary1822,1401.8126v2,2014-01-31T10:59:38Z,Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds,"Mehrtash Harandi, Richard Hartley, Chunhua Shen, Brian Lovell, Conrad Sanderson",http://arxiv.org/pdf/1401.8126v2,No journal ref found,none,cs.LG,Summary1823,1405.6012v1,2014-05-23T10:15:04Z,On the Optimal Solution of Weighted Nuclear Norm Minimization,"Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu",http://arxiv.org/pdf/1405.6012v1,No journal ref found,none,cs.CV,Summary1824,1405.6159v3,2014-04-30T21:58:10Z,A Bi-clustering Framework for Consensus Problems,"Mariano Tepper, Guillermo Sapiro",http://arxiv.org/pdf/1405.6159v3,No journal ref found,none,cs.CV,Summary1825,1405.6472v1,2014-05-26T06:25:18Z,Fast and Robust Archetypal Analysis for Representation Learning,"Yuansi Chen, Julien Mairal, Zaid Harchaoui",http://arxiv.org/pdf/1405.6472v1,CVPR 2014 - IEEE Conference on Computer Vision \& Pattern Recognition (2014),none,cs.CV,Summary1826,1405.6914v1,2014-05-27T14:02:45Z,Supervised Dictionary Learning by a Variational Bayesian Group Sparse Nonnegative Matrix Factorization,Ivan Ivek,http://arxiv.org/pdf/1405.6914v1,No journal ref found,none,cs.CV,Summary1827,1405.6922v1,2014-05-27T14:18:26Z,"Large Scale, Large Margin Classification using Indefinite Similarity Measures","Omid Aghazadeh, Stefan Carlsson",http://arxiv.org/pdf/1405.6922v1,No journal ref found,none,cs.LG,Summary1828,1408.0967v1,2014-08-05T13:40:03Z,Determining the Number of Clusters via Iterative Consensus Clustering,"Shaina Race, Carl Meyer, Kevin Valakuzhy",http://arxiv.org/pdf/1408.0967v1,No journal ref found,none,stat.ML,Summary1829,1408.0972v1,2014-08-05T13:54:01Z,A Flexible Iterative Framework for Consensus Clustering,"Shaina Race, Carl Meyer",http://arxiv.org/pdf/1408.0972v1,No journal ref found,none,stat.ML,Summary1830,1408.1167v1,2014-08-06T02:45:51Z,Boosted Markov Networks for Activity Recognition,"Truyen Tran, Hung Bui, Svetha Venkatesh",http://arxiv.org/pdf/1408.1167v1,No journal ref found,none,cs.LG,Summary1831,1408.3081v1,2014-08-06T02:35:49Z,Human Activity Learning and Segmentation using Partially Hidden Discriminative Models,"Truyen Tran, Hung Bui, Svetha Venkatesh",http://arxiv.org/pdf/1408.3081v1,No journal ref found,none,cs.LG,Summary1832,1409.1062v1,2014-09-03T12:36:25Z,Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations,"Fanhua Shang, Yuanyuan Liu, Hanghang Tong, James Cheng, Hong Cheng",http://arxiv.org/pdf/1409.1062v1,No journal ref found,none,cs.LG,Summary1833,1409.2232v2,2014-09-08T08:10:37Z,When coding meets ranking: A joint framework based on local learning,"Jim Jing-Yan Wang, Xuefeng Cui, Ge Yu, Lili Guo, Xin Gao",http://arxiv.org/pdf/1409.2232v2,No journal ref found,none,cs.CV,Summary1834,1409.3660v4,2014-09-12T07:18:17Z,"10,000+ Times Accelerated Robust Subset Selection (ARSS)","Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan",http://arxiv.org/pdf/1409.3660v4,No journal ref found,none,cs.LG,Summary1835,1409.7480v5,2014-09-26T06:46:38Z,Generalized Twin Gaussian Processes using Sharma-Mittal Divergence,"Mohamed Elhoseiny, Ahmed Elgammal",http://arxiv.org/pdf/1409.7480v5,No journal ref found,none,cs.LG,Summary1836,1501.00752v2,2015-01-05T03:09:34Z,A Deep-structured Conditional Random Field Model for Object Silhouette Tracking,"Mohammad Shafiee, Zohreh Azimifar, Alexander Wong",http://arxiv.org/pdf/1501.00752v2,No journal ref found,none,cs.CV,Summary1837,1501.00756v1,2015-01-05T03:49:02Z,Hashing with binary autoencoders,"Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei",http://arxiv.org/pdf/1501.00756v1,No journal ref found,none,cs.LG,Summary1838,1501.04318v1,2015-01-18T15:34:19Z,A Generalized Affinity Propagation Clustering Algorithm for Nonspherical Cluster Discovery,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1501.04318v1,No journal ref found,none,cs.LG,Summary1839,1501.04656v2,2015-01-19T22:07:27Z,Microscopic Advances with Large-Scale Learning: Stochastic Optimization for Cryo-EM,"Ali Punjani, Marcus A. Brubaker",http://arxiv.org/pdf/1501.04656v2,No journal ref found,none,stat.ML,Summary1840,1501.05352v2,2015-01-21T23:53:47Z,Optimizing affinity-based binary hashing using auxiliary coordinates,"Ramin Raziperchikolaei, Miguel Á. Carreira-Perpiñán",http://arxiv.org/pdf/1501.05352v2,No journal ref found,none,cs.LG,Summary1841,1501.05684v1,2015-01-22T22:59:47Z,Bi-Objective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models,"Paul Honeine, Fei Zhu",http://arxiv.org/pdf/1501.05684v1,No journal ref found,none,stat.ML,Summary1842,1501.06450v2,2015-01-26T15:37:22Z,IT-map: an Effective Nonlinear Dimensionality Reduction Method for Interactive Clustering,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1501.06450v2,No journal ref found,none,stat.ML,Summary1843,1505.00853v2,2015-05-05T01:16:39Z,Empirical Evaluation of Rectified Activations in Convolutional Network,"Bing Xu, Naiyan Wang, Tianqi Chen, Mu Li",http://arxiv.org/pdf/1505.00853v2,No journal ref found,none,cs.LG,Summary1844,1505.05561v5,2015-05-21T00:10:46Z,Why Regularized Auto-Encoders learn Sparse Representation?,"Devansh Arpit, Yingbo Zhou, Hung Ngo, Venu Govindaraju",http://arxiv.org/pdf/1505.05561v5,No journal ref found,none,stat.ML,Summary1845,1505.06814v1,2015-05-26T06:02:05Z,Discrete Independent Component Analysis (DICA) with Belief Propagation,"Francesco A. N. Palmieri, Amedeo Buonanno",http://arxiv.org/pdf/1505.06814v1,No journal ref found,none,cs.CV,Summary1846,1505.08098v2,2015-05-29T15:57:40Z,CURL: Co-trained Unsupervised Representation Learning for Image Classification,"Simone Bianco, Gianluigi Ciocca, Claudio Cusano",http://arxiv.org/pdf/1505.08098v2,No journal ref found,none,cs.LG,Summary1847,1203.3530v1,2012-03-15T11:17:56Z,Hybrid Generative/Discriminative Learning for Automatic Image Annotation,"Shuang Hong Yang, Jiang Bian, Hongyuan Zha",http://arxiv.org/pdf/1203.3530v1,No journal ref found,none,cs.LG,Summary1848,1203.3537v1,2012-03-15T11:17:56Z,Automatic Tuning of Interactive Perception Applications,"Qian Zhu, Branislav Kveton, Lily Mummert, Padmanabhan Pillai",http://arxiv.org/pdf/1203.3537v1,No journal ref found,none,cs.LG,Summary1849,1207.1019v1,2012-07-04T15:09:05Z,PAC-Bayesian Majority Vote for Late Classifier Fusion,"Emilie Morvant, Amaury Habrard, Stéphane Ayache",http://arxiv.org/pdf/1207.1019v1,No journal ref found,none,stat.ML,Summary1850,1210.3288v1,2012-10-11T16:30:15Z,Unsupervised Detection and Tracking of Arbitrary Objects with Dependent Dirichlet Process Mixtures,"Willie Neiswanger, Frank Wood",http://arxiv.org/pdf/1210.3288v1,No journal ref found,none,stat.ML,Summary1851,1210.4855v1,2012-10-16T17:37:29Z,A Slice Sampler for Restricted Hierarchical Beta Process with Applications to Shared Subspace Learning,"Sunil Kumar Gupta, Dinh Q. Phung, Svetha Venkatesh",http://arxiv.org/pdf/1210.4855v1,No journal ref found,none,cs.LG,Summary1852,1210.4872v1,2012-10-16T17:41:42Z,Nested Dictionary Learning for Hierarchical Organization of Imagery and Text,"Lingbo Li, XianXing Zhang, Mingyuan Zhou, Lawrence Carin",http://arxiv.org/pdf/1210.4872v1,No journal ref found,none,cs.LG,Summary1853,1210.6707v1,2012-10-24T23:57:35Z,Clustering hidden Markov models with variational HEM,"Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet",http://arxiv.org/pdf/1210.6707v1,No journal ref found,none,cs.LG,Summary1854,1210.7070v3,2012-10-26T09:08:55Z,A Multiscale Framework for Challenging Discrete Optimization,"Shai Bagon, Meirav Galun",http://arxiv.org/pdf/1210.7070v3,No journal ref found,none,cs.CV,Summary1855,1210.7362v2,2012-10-27T19:12:49Z,"Discrete Energy Minimization, beyond Submodularity: Applications and Approximations",Shai Bagon,http://arxiv.org/pdf/1210.7362v2,No journal ref found,none,cs.CV,Summary1856,1210.7461v1,2012-10-28T13:55:07Z,"Recognizing Static Signs from the Brazilian Sign Language: Comparing Large-Margin Decision Directed Acyclic Graphs, Voting Support Vector Machines and Artificial Neural Networks","César Roberto de Souza, Ednaldo Brigante Pizzolato, Mauro dos Santos Anjo",http://arxiv.org/pdf/1210.7461v1,No journal ref found,none,cs.CV,Summary1857,1303.2221v1,2013-03-09T15:31:48Z,Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds,"Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov",http://arxiv.org/pdf/1303.2221v1,"IEEE Transactions on Signal Processing, vol. 62, no. 4, pp. 905-918, February 2014",none,cs.LG,Summary1858,1303.3240v2,2013-03-13T18:18:14Z,A Unified Framework for Probabilistic Component Analysis,"Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic",http://arxiv.org/pdf/1303.3240v2,No journal ref found,none,cs.LG,Summary1859,1303.3987v1,2013-03-16T15:06:12Z,"$l_{2,p}$ Matrix Norm and Its Application in Feature Selection","Liping Wang, Songcan Chen",http://arxiv.org/pdf/1303.3987v1,No journal ref found,none,cs.LG,Summary1860,1303.5244v1,2013-03-21T12:40:05Z,Separable Dictionary Learning,"Simon Hawe, Matthias Seibert, Martin Kleinsteuber",http://arxiv.org/pdf/1303.5244v1,No journal ref found,none,cs.CV,Summary1861,1303.5508v2,2013-03-22T03:24:10Z,Sparse Projections of Medical Images onto Manifolds,"George H. Chen, Christian Wachinger, Polina Golland",http://arxiv.org/pdf/1303.5508v2,No journal ref found,none,cs.CV,Summary1862,1303.5913v1,2013-03-24T04:55:40Z,A Diffusion Process on Riemannian Manifold for Visual Tracking,"Marcus Chen, Cham Tat Jen, Pang Sze Kim, Alvina Goh",http://arxiv.org/pdf/1303.5913v1,No journal ref found,none,cs.CV,Summary1863,1303.6001v1,2013-03-24T22:33:15Z,Generalizing k-means for an arbitrary distance matrix,Balázs Szalkai,http://arxiv.org/pdf/1303.6001v1,No journal ref found,none,cs.LG,Summary1864,1305.1396v2,2013-05-07T04:05:24Z,A new framework for optimal classifier design,"Matías Di Martino, Guzman Hernández, Marcelo Fiori, Alicia Fernández",http://arxiv.org/pdf/1305.1396v2,"Pattern Recognition, Volume 46, Issue 8, August 2013, Pages 2249-2255",none,cs.CV,Summary1865,1305.2362v1,2013-05-10T15:09:11Z,Revisiting Bayesian Blind Deconvolution,"David Wipf, Haichao Zhang",http://arxiv.org/pdf/1305.2362v1,No journal ref found,none,cs.CV,Summary1866,1305.5306v1,2013-05-23T03:35:31Z,A Supervised Neural Autoregressive Topic Model for Simultaneous Image Classification and Annotation,"Yin Zheng, Yu-Jin Zhang, Hugo Larochelle",http://arxiv.org/pdf/1305.5306v1,No journal ref found,none,cs.CV,Summary1867,1306.1913v1,2013-06-08T12:57:39Z,Emotional Expression Classification using Time-Series Kernels,"Andras Lorincz, Laszlo Jeni, Zoltan Szabo, Jeffrey Cohn, Takeo Kanade",http://arxiv.org/pdf/1306.1913v1,No journal ref found,none,cs.CV,Summary1868,1306.3003v1,2013-06-13T01:20:50Z,Non-parametric Power-law Data Clustering,"Xuhui Fan, Yiling Zeng, Longbing Cao",http://arxiv.org/pdf/1306.3003v1,No journal ref found,none,cs.LG,Summary1869,1306.3162v3,2013-06-13T16:46:03Z,Learning to encode motion using spatio-temporal synchrony,"Kishore Reddy Konda, Roland Memisevic, Vincent Michalski",http://arxiv.org/pdf/1306.3162v3,No journal ref found,none,cs.CV,Summary1870,1306.3476v1,2013-06-14T18:28:52Z,"Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a ""Null"" Model be?","James Bergstra, David D. Cox",http://arxiv.org/pdf/1306.3476v1,No journal ref found,none,cs.CV,Summary1871,1308.3101v1,2013-08-14T12:27:24Z,Compact Relaxations for MAP Inference in Pairwise MRFs with Piecewise Linear Priors,"Christopher Zach, Christian Haene",http://arxiv.org/pdf/1308.3101v1,No journal ref found,none,cs.CV,Summary1872,1308.3383v2,2013-08-15T13:22:24Z,Axioms for graph clustering quality functions,"Twan van Laarhoven, Elena Marchiori",http://arxiv.org/pdf/1308.3383v2,"Journal of Machine Learning Research, 15(Jan):193-215, 2014",none,cs.CV,Summary1873,1308.4200v1,2013-08-20T01:07:35Z,Towards Adapting ImageNet to Reality: Scalable Domain Adaptation with Implicit Low-rank Transformations,"Erik Rodner, Judy Hoffman, Jeff Donahue, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1308.4200v1,No journal ref found,none,cs.CV,Summary1874,1308.5038v2,2013-08-23T03:32:57Z,"Group-Sparse Signal Denoising: Non-Convex Regularization, Convex Optimization","Po-Yu Chen, Ivan W. Selesnick",http://arxiv.org/pdf/1308.5038v2,No journal ref found,none,cs.CV,Summary1875,1402.0170v1,2014-02-02T10:11:57Z,Collaborative Receptive Field Learning,"Shu Kong, Zhuolin Jiang, Qiang Yang",http://arxiv.org/pdf/1402.0170v1,No journal ref found,none,cs.CV,Summary1876,1402.0453v2,2014-02-03T18:20:53Z,Fine-Grained Visual Categorization via Multi-stage Metric Learning,"Qi Qian, Rong Jin, Shenghuo Zhu, Yuanqing Lin",http://arxiv.org/pdf/1402.0453v2,No journal ref found,none,cs.CV,Summary1877,1402.0859v3,2014-02-04T20:52:26Z,The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models,"Varun Jampani, Sebastian Nowozin, Matthew Loper, Peter V. Gehler",http://arxiv.org/pdf/1402.0859v3,No journal ref found,none,cs.CV,Summary1878,1402.1783v2,2014-02-07T22:13:03Z,Active Clustering with Model-Based Uncertainty Reduction,"Caiming Xiong, David Johnson, Jason J. Corso",http://arxiv.org/pdf/1402.1783v2,No journal ref found,none,cs.LG,Summary1879,1402.1973v2,2014-02-09T18:18:33Z,Dictionary learning for fast classification based on soft-thresholding,"Alhussein Fawzi, Mike Davies, Pascal Frossard",http://arxiv.org/pdf/1402.1973v2,No journal ref found,none,cs.CV,Summary1880,1402.2333v1,2014-02-10T23:53:29Z,Modeling sequential data using higher-order relational features and predictive training,"Vincent Michalski, Roland Memisevic, Kishore Konda",http://arxiv.org/pdf/1402.2333v1,No journal ref found,none,cs.LG,Summary1881,1402.4566v2,2014-02-19T06:41:12Z,Transduction on Directed Graphs via Absorbing Random Walks,"Jaydeep De, Xiaowei Zhang, Li Cheng",http://arxiv.org/pdf/1402.4566v2,No journal ref found,none,cs.CV,Summary1882,1402.4888v1,2014-02-20T04:32:40Z,Survey on Sparse Coded Features for Content Based Face Image Retrieval,"D. Johnvictor, G. Selvavinayagam",http://arxiv.org/pdf/1402.4888v1,"International Journal of Computer Trends and Technology (IJCTT) 8(1):30-33, February 2014. ISSN:2231-2803",none,cs.IR,Summary1883,1402.5077v1,2014-02-20T17:08:34Z,Group-sparse Matrix Recovery,"Xiangrong Zeng, Mário A. T. Figueiredo",http://arxiv.org/pdf/1402.5077v1,No journal ref found,none,cs.LG,Summary1884,1403.0829v1,2014-03-03T01:11:40Z,Multiview Hessian regularized logistic regression for action recognition,"W. Liu, H. Liu, D. Tao, Y. Wang, Ke Lu",http://arxiv.org/pdf/1403.0829v1,No journal ref found,none,cs.CV,Summary1885,1403.1430v2,2014-03-06T12:37:49Z,Sparse Principal Component Analysis via Rotation and Truncation,"Zhenfang Hu, Gang Pan, Yueming Wang, Zhaohui Wu",http://arxiv.org/pdf/1403.1430v2,No journal ref found,none,cs.LG,Summary1886,1403.1944v1,2014-03-08T07:20:05Z,Multi-label ensemble based on variable pairwise constraint projection,"Ping Li, Hong Li, Min Wu",http://arxiv.org/pdf/1403.1944v1,"Information Sciences, 222, 2013, pp.269-281.(Available online 7 August 2012)",none,cs.LG,Summary1887,1403.5370v1,2014-03-21T05:23:17Z,Using n-grams models for visual semantic place recognition,"Mathieu Dubois, Frenoux Emmanuelle, Philippe Tarroux",http://arxiv.org/pdf/1403.5370v1,No journal ref found,none,stat.ML,Summary1888,1403.6706v1,2014-03-26T15:16:56Z,Beyond L2-Loss Functions for Learning Sparse Models,"Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan",http://arxiv.org/pdf/1403.6706v1,No journal ref found,none,stat.ML,Summary1889,1404.3840v3,2014-04-15T07:51:23Z,Surpassing Human-Level Face Verification Performance on LFW with GaussianFace,"Chaochao Lu, Xiaoou Tang",http://arxiv.org/pdf/1404.3840v3,No journal ref found,none,cs.CV,Summary1890,1404.4412v2,2014-04-17T01:52:09Z,Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness,"Guoxu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie",http://arxiv.org/pdf/1404.4412v2,No journal ref found,none,cs.LG,Summary1891,1404.7306v1,2014-04-29T10:45:22Z,Generalized Nonconvex Nonsmooth Low-Rank Minimization,"Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin",http://arxiv.org/pdf/1404.7306v1,No journal ref found,none,cs.CV,Summary1892,1406.0156v2,2014-06-01T11:52:19Z,$l_1$-regularized Outlier Isolation and Regression,"Sheng Han, Suzhen Wang, Xinyu Wu",http://arxiv.org/pdf/1406.0156v2,No journal ref found,none,cs.CV,Summary1893,1406.0281v2,2014-06-02T08:06:12Z,"On Classification with Bags, Groups and Sets","Veronika Cheplygina, David M. J. Tax, Marco Loog",http://arxiv.org/pdf/1406.0281v2,"Pattern Recognition Letters Volume 59, 2015, Pages 11 - 17",none,stat.ML,Summary1894,1406.2969v1,2014-06-11T17:18:25Z,Truncated Nuclear Norm Minimization for Image Restoration Based On Iterative Support Detection,"Yilun Wang, Xinhua Su",http://arxiv.org/pdf/1406.2969v1,No journal ref found,none,cs.CV,Summary1895,1406.3332v2,2014-06-12T19:41:03Z,Convolutional Kernel Networks,"Julien Mairal, Piotr Koniusz, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1406.3332v2,No journal ref found,none,cs.CV,Summary1896,1406.4444v4,2014-06-13T20:07:27Z,PRISM: Person Re-Identification via Structured Matching,"Ziming Zhang, Venkatesh Saligrama",http://arxiv.org/pdf/1406.4444v4,No journal ref found,none,cs.CV,Summary1897,1406.4465v2,2014-06-16T12:47:37Z,Multi-stage Multi-task feature learning via adaptive threshold,"Yaru Fan, Yilun Wang",http://arxiv.org/pdf/1406.4465v2,No journal ref found,none,cs.LG,Summary1898,1406.4966v2,2014-06-19T07:42:05Z,Inner Product Similarity Search using Compositional Codes,"Chao Du, Jingdong Wang",http://arxiv.org/pdf/1406.4966v2,No journal ref found,none,cs.CV,Summary1899,1406.5565v1,2014-06-21T01:50:54Z,An Open Source Pattern Recognition Toolbox for MATLAB,"Kenneth D. Morton Jr., Peter Torrione, Leslie Collins, Sam Keene",http://arxiv.org/pdf/1406.5565v1,No journal ref found,none,stat.ML,Summary1900,1406.6145v2,2014-06-24T06:15:07Z,"Fast, Robust and Non-convex Subspace Recovery","Gilad Lerman, Tyler Maunu",http://arxiv.org/pdf/1406.6145v2,No journal ref found,none,cs.LG,Summary1901,1406.6247v1,2014-06-24T14:16:56Z,Recurrent Models of Visual Attention,"Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu",http://arxiv.org/pdf/1406.6247v1,No journal ref found,none,cs.LG,Summary1902,1406.6314v1,2014-06-23T02:34:34Z,"Further heuristics for $k$-means: The merge-and-split heuristic and the $(k,l)$-means","Frank Nielsen, Richard Nock",http://arxiv.org/pdf/1406.6314v1,No journal ref found,none,cs.LG,Summary1903,1407.1123v1,2014-07-04T05:34:38Z,Expanding the Family of Grassmannian Kernels: An Embedding Perspective,"Mehrtash T. Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard Hartley, Hongdong Li",http://arxiv.org/pdf/1407.1123v1,No journal ref found,none,cs.CV,Summary1904,1407.6432v1,2014-07-24T02:53:52Z,Learning Structured Outputs from Partial Labels using Forest Ensemble,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1407.6432v1,No journal ref found,none,stat.ML,Summary1905,1407.7556v3,2014-07-28T20:26:24Z,Entropic one-class classifiers,"Lorenzo Livi, Alireza Sadeghian, Witold Pedrycz",http://arxiv.org/pdf/1407.7556v3,No journal ref found,none,cs.CV,Summary1906,1410.0095v1,2014-10-01T02:37:12Z,Riemannian Multi-Manifold Modeling,"Xu Wang, Konstantinos Slavakis, Gilad Lerman",http://arxiv.org/pdf/1410.0095v1,No journal ref found,none,stat.ML,Summary1907,1410.7876v2,2014-10-29T05:25:44Z,Collaborative Multi-sensor Classification via Sparsity-based Representation,"Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran",http://arxiv.org/pdf/1410.7876v2,No journal ref found,none,cs.CV,Summary1908,1410.8576v1,2014-10-30T22:14:18Z,An ensemble-based system for automatic screening of diabetic retinopathy,"Balint Antal, Andras Hajdu",http://arxiv.org/pdf/1410.8576v1,"Knowledge-Based Systems, Elsevier, Volume 60, April 2014, Pages 20-27",none,cs.CV,Summary1909,1411.1537v2,2014-11-06T09:14:02Z,Large-Margin Determinantal Point Processes,"Boqing Gong, Wei-lun Chao, Kristen Grauman, Fei Sha",http://arxiv.org/pdf/1411.1537v2,No journal ref found,none,stat.ML,Summary1910,1411.1971v2,2014-10-29T20:46:20Z,Power-Law Graph Cuts,"Xiangyang Zhou, Jiaxin Zhang, Brian Kulis",http://arxiv.org/pdf/1411.1971v2,No journal ref found,none,cs.CV,Summary1911,1411.4101v1,2014-11-15T02:03:14Z,Deep Deconvolutional Networks for Scene Parsing,Rahul Mohan,http://arxiv.org/pdf/1411.4101v1,No journal ref found,none,stat.ML,Summary1912,1411.4199v1,2014-11-16T00:08:24Z,Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval,"Ke Jiang, Qichao Que, Brian Kulis",http://arxiv.org/pdf/1411.4199v1,No journal ref found,none,cs.CV,Summary1913,1412.1740v2,2014-12-04T17:22:22Z,Image Data Compression for Covariance and Histogram Descriptors,"Matt J. Kusner, Nicholas I. Kolkin, Stephen Tyree, Kilian Q. Weinberger",http://arxiv.org/pdf/1412.1740v2,No journal ref found,none,stat.ML,Summary1914,1412.3708v4,2014-12-11T16:19:56Z,Compact Compositional Models,"Marc Goessling, Yali Amit",http://arxiv.org/pdf/1412.3708v4,No journal ref found,none,cs.CV,Summary1915,1412.3919v1,2014-12-12T08:38:35Z,Machine Learning for Neuroimaging with Scikit-Learn,"Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Muller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gäel Varoquaux",http://arxiv.org/pdf/1412.3919v1,No journal ref found,none,cs.LG,Summary1916,1412.5083v3,2014-12-16T17:02:18Z,Random Forests Can Hash,"Qiang Qiu, Guillermo Sapiro, Alex Bronstein",http://arxiv.org/pdf/1412.5083v3,No journal ref found,none,cs.CV,Summary1917,1412.6622v3,2014-12-20T07:34:50Z,Deep metric learning using Triplet network,"Elad Hoffer, Nir Ailon",http://arxiv.org/pdf/1412.6622v3,No journal ref found,none,cs.LG,Summary1918,1412.6808v2,2014-12-21T16:40:31Z,Learning the nonlinear geometry of high-dimensional data: Models and algorithms,"Tong Wu, Waheed U. Bajwa",http://arxiv.org/pdf/1412.6808v2,No journal ref found,none,stat.ML,Summary1919,1412.6821v1,2014-12-21T19:17:08Z,A Stable Multi-Scale Kernel for Topological Machine Learning,"Jan Reininghaus, Stefan Huber, Ulrich Bauer, Roland Kwitt",http://arxiv.org/pdf/1412.6821v1,No journal ref found,none,stat.ML,Summary1920,1412.7625v2,2014-12-24T08:55:50Z,An Effective Semi-supervised Divisive Clustering Algorithm,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1412.7625v2,No journal ref found,none,cs.LG,Summary1921,1412.8380v2,2014-12-29T16:08:27Z,A simple coding for cross-domain matching with dimension reduction via spectral graph embedding,Hidetoshi Shimodaira,http://arxiv.org/pdf/1412.8380v2,No journal ref found,none,stat.ML,Summary1922,1502.01094v2,2015-02-04T05:17:50Z,Multimodal Task-Driven Dictionary Learning for Image Classification,"Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, W. Kenneth Jenkins",http://arxiv.org/pdf/1502.01094v2,No journal ref found,none,stat.ML,Summary1923,1502.02330v1,2015-02-09T01:58:27Z,Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction,"Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu",http://arxiv.org/pdf/1502.02330v1,No journal ref found,none,stat.ML,Summary1924,1502.02445v2,2015-02-09T11:48:42Z,Deep Neural Networks for Anatomical Brain Segmentation,"Alexandre de Brebisson, Giovanni Montana",http://arxiv.org/pdf/1502.02445v2,No journal ref found,none,cs.CV,Summary1925,1502.02506v1,2015-02-09T14:46:40Z,Predicting Alzheimers disease: a neuroimaging study with 3D convolutional neural networks,"Adrien Payan, Giovanni Montana",http://arxiv.org/pdf/1502.02506v1,No journal ref found,none,cs.CV,Summary1926,1502.02590v4,2015-02-09T18:20:00Z,Analysis of classifiers robustness to adversarial perturbations,"Alhussein Fawzi, Omar Fawzi, Pascal Frossard",http://arxiv.org/pdf/1502.02590v4,No journal ref found,none,cs.LG,Summary1927,1502.03126v1,2015-02-10T21:27:27Z,Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification,"Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, Kenneth W. Jenkins",http://arxiv.org/pdf/1502.03126v1,No journal ref found,none,stat.ML,Summary1928,1502.04502v1,2015-02-16T11:50:42Z,Clustering by Descending to the Nearest Neighbor in the Delaunay Graph Space,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1502.04502v1,No journal ref found,none,stat.ML,Summary1929,1502.04837v2,2015-02-17T09:27:03Z,Nonparametric Nearest Neighbor Descent Clustering based on Delaunay Triangulation,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1502.04837v2,No journal ref found,none,stat.ML,Summary1930,1502.05752v1,2015-02-19T23:59:48Z,Pairwise Constraint Propagation: A Survey,"Zhenyong Fu, Zhiwu Lu",http://arxiv.org/pdf/1502.05752v1,No journal ref found,none,cs.CV,Summary1931,1503.00687v1,2015-03-02T20:09:14Z,A review of mean-shift algorithms for clustering,Miguel Á. Carreira-Perpiñán,http://arxiv.org/pdf/1503.00687v1,No journal ref found,none,cs.LG,Summary1932,1503.01228v1,2015-03-04T05:41:29Z,Bethe Learning of Conditional Random Fields via MAP Decoding,"Kui Tang, Nicholas Ruozzi, David Belanger, Tony Jebara",http://arxiv.org/pdf/1503.01228v1,No journal ref found,none,cs.LG,Summary1933,1504.01492v1,2015-04-07T06:43:50Z,Efficient SDP Inference for Fully-connected CRFs Based on Low-rank Decomposition,"Peng Wang, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1504.01492v1,No journal ref found,none,cs.CV,Summary1934,1504.04343v2,2015-04-16T19:11:08Z,Caffe con Troll: Shallow Ideas to Speed Up Deep Learning,"Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré",http://arxiv.org/pdf/1504.04343v2,No journal ref found,none,cs.LG,Summary1935,1504.07575v1,2015-04-28T17:22:29Z,Becoming the Expert - Interactive Multi-Class Machine Teaching,"Edward Johns, Oisin Mac Aodha, Gabriel J. Brostow",http://arxiv.org/pdf/1504.07575v1,No journal ref found,none,cs.CV,Summary1936,1504.08142v2,2015-04-30T09:40:09Z,Semi-Orthogonal Multilinear PCA with Relaxed Start,"Qiquan Shi, Haiping Lu",http://arxiv.org/pdf/1504.08142v2,No journal ref found,none,stat.ML,Summary1937,1504.08219v1,2015-04-30T13:35:59Z,Hierarchical Subquery Evaluation for Active Learning on a Graph,"Oisin Mac Aodha, Neill D. F. Campbell, Jan Kautz, Gabriel J. Brostow",http://arxiv.org/pdf/1504.08219v1,No journal ref found,none,cs.CV,Summary1938,1506.02108v3,2015-06-06T02:52:38Z,Deeply Learning the Messages in Message Passing Inference,"Guosheng Lin, Chunhua Shen, Ian Reid, Anton van den Hengel",http://arxiv.org/pdf/1506.02108v3,No journal ref found,none,cs.CV,Summary1939,1506.02544v2,2015-06-08T15:19:30Z,Learning with Group Invariant Features: A Kernel Perspective,"Youssef Mroueh, Stephen Voinea, Tomaso Poggio",http://arxiv.org/pdf/1506.02544v2,No journal ref found,none,cs.LG,Summary1940,1506.02565v4,2015-06-08T15:56:26Z,Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework,"Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi",http://arxiv.org/pdf/1506.02565v4,No journal ref found,none,cs.CV,Summary1941,1506.03478v2,2015-06-10T20:56:14Z,Generative Image Modeling Using Spatial LSTMs,"Lucas Theis, Matthias Bethge",http://arxiv.org/pdf/1506.03478v2,No journal ref found,none,stat.ML,Summary1942,1506.05011v4,2015-06-16T15:54:59Z,Bayesian representation learning with oracle constraints,"Theofanis Karaletsos, Serge Belongie, Gunnar Rätsch",http://arxiv.org/pdf/1506.05011v4,No journal ref found,none,stat.ML,Summary1943,1506.05439v3,2015-06-17T19:36:41Z,Learning with a Wasserstein Loss,"Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso Poggio",http://arxiv.org/pdf/1506.05439v3,No journal ref found,none,cs.LG,Summary1944,1506.06068v1,2015-06-19T16:03:31Z,A general framework for the IT-based clustering methods,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1506.06068v1,No journal ref found,none,cs.CV,Summary1945,1506.06272v1,2015-06-20T17:25:38Z,Aligning where to see and what to tell: image caption with region-based attention and scene factorization,"Junqi Jin, Kun Fu, Runpeng Cui, Fei Sha, Changshui Zhang",http://arxiv.org/pdf/1506.06272v1,No journal ref found,none,cs.CV,Summary1946,1506.07365v3,2015-06-24T13:48:51Z,Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images,"Manuel Watter, Jost Tobias Springenberg, Joschka Boedecker, Martin Riedmiller",http://arxiv.org/pdf/1506.07365v3,No journal ref found,none,cs.LG,Summary1947,1506.08301v2,2015-06-27T15:28:31Z,A Novel Approach for Stable Selection of Informative Redundant Features from High Dimensional fMRI Data,"Yilun Wang, Zhiqiang Li, Yifeng Wang, Xiaona Wang, Junjie Zheng, Xujuan Duan, Huafu Chen",http://arxiv.org/pdf/1506.08301v2,No journal ref found,none,cs.CV,Summary1948,1507.00908v1,2015-07-03T13:30:41Z,LogDet Rank Minimization with Application to Subspace Clustering,"Zhao Kang, Chong Peng, Jie Cheng, Qiang Chen",http://arxiv.org/pdf/1507.00908v1,"Computational Intelligence and Neuroscience, Volume 2015, Article ID 824289",none,cs.CV,Summary1949,1507.01238v3,2015-07-05T16:29:31Z,Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit,"Chong You, Daniel P. Robinson, Rene Vidal",http://arxiv.org/pdf/1507.01238v3,No journal ref found,none,cs.CV,Summary1950,1507.06105v1,2015-07-22T09:10:15Z,Banzhaf Random Forests,"Jianyuan Sun, Guoqiang Zhong, Junyu Dong, Yajuan Cai",http://arxiv.org/pdf/1507.06105v1,No journal ref found,none,cs.LG,Summary1951,1507.06535v1,2015-07-23T15:36:50Z,Manitest: Are classifiers really invariant?,"Alhussein Fawzi, Pascal Frossard",http://arxiv.org/pdf/1507.06535v1,No journal ref found,none,cs.CV,Summary1952,1507.08155v1,2015-07-29T14:22:13Z,IT-Dendrogram: A New Member of the In-Tree (IT) Clustering Family,"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1507.08155v1,No journal ref found,none,stat.ML,Summary1953,1508.04035v1,2015-08-17T14:05:44Z,A Generative Model for Multi-Dialect Representation,Emmanuel N. Osegi,http://arxiv.org/pdf/1508.04035v1,No journal ref found,none,cs.CV,Summary1954,1508.04887v1,2015-08-20T06:25:52Z,Multi-criteria Similarity-based Anomaly Detection using Pareto Depth Analysis,"Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III",http://arxiv.org/pdf/1508.04887v1,IEEE Transactions on Neural Networks and Learning Systems 27 (2016) 1307-1321,none,cs.CV,Summary1955,1508.04945v2,2015-08-20T10:39:19Z,DeepWriterID: An End-to-end Online Text-independent Writer Identification System,"Weixin Yang, Lianwen Jin, Manfei Liu",http://arxiv.org/pdf/1508.04945v2,No journal ref found,none,cs.CV,Summary1956,1509.00151v3,2015-09-01T06:12:29Z,Learning A Task-Specific Deep Architecture For Clustering,"Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang",http://arxiv.org/pdf/1509.00151v3,No journal ref found,none,cs.LG,Summary1957,1509.01509v2,2015-09-04T15:51:17Z,EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis,"Israel D. Gebru, Xavier Alameda-Pineda, Florence Forbes, Radu Horaud",http://arxiv.org/pdf/1509.01509v2,"IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 38, number 12, 2402 - 2415, 2016",none,cs.CV,Summary1958,1509.02805v3,2015-09-09T15:15:44Z,Clustering by Hierarchical Nearest Neighbor Descent (H-NND),"Teng Qiu, Yongjie Li",http://arxiv.org/pdf/1509.02805v3,No journal ref found,none,stat.ML,Summary1959,1509.03248v1,2015-09-10T17:57:03Z,A deep matrix factorization method for learning attribute representations,"George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou, Bjoern W. Schuller",http://arxiv.org/pdf/1509.03248v1,No journal ref found,none,cs.CV,Summary1960,1510.01628v1,2015-10-06T15:34:32Z,Large-scale subspace clustering using sketching and validation,"Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis",http://arxiv.org/pdf/1510.01628v1,No journal ref found,none,cs.LG,Summary1961,1510.01722v1,2015-10-06T19:42:22Z,Structured Transforms for Small-Footprint Deep Learning,"Vikas Sindhwani, Tara N. Sainath, Sanjiv Kumar",http://arxiv.org/pdf/1510.01722v1,No journal ref found,none,stat.ML,Summary1962,1510.02364v1,2015-10-08T15:22:21Z,Texture Modelling with Nested High-order Markov-Gibbs Random Fields,"Ralph Versteegen, Georgy Gimelfarb, Patricia Riddle",http://arxiv.org/pdf/1510.02364v1,No journal ref found,none,cs.CV,Summary1963,1510.07740v2,2015-10-27T01:04:05Z,The Wilson Machine for Image Modeling,"Saeed Saremi, Terrence J. Sejnowski",http://arxiv.org/pdf/1510.07740v2,No journal ref found,none,stat.ML,Summary1964,1511.00871v1,2015-11-03T12:09:26Z,Properties of the Sample Mean in Graph Spaces and the Majorize-Minimize-Mean Algorithm,Brijnesh J. Jain,http://arxiv.org/pdf/1511.00871v1,No journal ref found,none,cs.CV,Summary1965,1511.02825v3,2015-11-09T20:12:19Z,Multiple Instance Dictionary Learning using Functions of Multiple Instances,"Changzhe Jiao, Alina Zare",http://arxiv.org/pdf/1511.02825v3,No journal ref found,none,cs.CV,Summary1966,1511.04150v1,2015-11-13T03:36:51Z,Deep Mean Maps,"Junier B. Oliva, Dougal J. Sutherland, Barnabás Póczos, Jeff Schneider",http://arxiv.org/pdf/1511.04150v1,No journal ref found,none,stat.ML,Summary1967,1511.05261v1,2015-11-17T03:00:30Z,Robust PCA via Nonconvex Rank Approximation,"Zhao Kang, Chong Peng, Qiang Cheng",http://arxiv.org/pdf/1511.05261v1,No journal ref found,none,cs.CV,Summary1968,1511.05440v6,2015-11-17T15:36:32Z,Deep multi-scale video prediction beyond mean square error,"Michael Mathieu, Camille Couprie, Yann LeCun",http://arxiv.org/pdf/1511.05440v6,No journal ref found,none,cs.LG,Summary1969,1511.06067v3,2015-11-19T06:13:55Z,Convolutional neural networks with low-rank regularization,"Cheng Tai, Tong Xiao, Yi Zhang, Xiaogang Wang, Weinan E",http://arxiv.org/pdf/1511.06067v3,No journal ref found,none,cs.LG,Summary1970,1511.06238v3,2015-11-19T16:26:24Z,Multimodal sparse representation learning and applications,"Miriam Cha, Youngjune Gwon, H. T. Kung",http://arxiv.org/pdf/1511.06238v3,No journal ref found,none,cs.LG,Summary1971,1511.06421v3,2015-11-19T22:17:20Z,Deep Manifold Traversal: Changing Labels with Convolutional Features,"Jacob R. Gardner, Paul Upchurch, Matt J. Kusner, Yixuan Li, Kilian Q. Weinberger, Kavita Bala, John E. Hopcroft",http://arxiv.org/pdf/1511.06421v3,No journal ref found,none,cs.LG,Summary1972,1511.06442v5,2015-11-19T23:10:00Z,Fast Metric Learning For Deep Neural Networks,"Henry Gouk, Bernhard Pfahringer, Michael Cree",http://arxiv.org/pdf/1511.06442v5,No journal ref found,none,cs.LG,Summary1973,1511.06683v1,2015-11-20T16:49:33Z,Top-k Multiclass SVM,"Maksim Lapin, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1511.06683v1,No journal ref found,none,stat.ML,Summary1974,1512.00486v2,2015-12-01T21:22:35Z,Loss Functions for Top-k Error: Analysis and Insights,"Maksim Lapin, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1512.00486v2,No journal ref found,none,stat.ML,Summary1975,1512.02134v1,2015-12-07T17:35:00Z,"A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation","Nikolaus Mayer, Eddy Ilg, Philip Häusser, Philipp Fischer, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1512.02134v1,No journal ref found,none,cs.CV,Summary1976,1512.02188v2,2015-12-07T19:43:54Z,Pseudo-Bayesian Robust PCA: Algorithms and Analyses,"Tae-Hyun Oh, Yasuyuki Matsushita, In So Kweon, David Wipf",http://arxiv.org/pdf/1512.02188v2,No journal ref found,none,cs.CV,Summary1977,1512.07041v1,2015-12-22T11:52:26Z,Implementation of deep learning algorithm for automatic detection of brain tumors using intraoperative IR-thermal mapping data,"A. V. Makarenko, M. G. Volovik",http://arxiv.org/pdf/1512.07041v1,No journal ref found,none,cs.CV,Summary1978,1512.07344v1,2015-12-23T03:10:29Z,A Deep Generative Deconvolutional Image Model,"Yunchen Pu, Xin Yuan, Andrew Stevens, Chunyuan Li, Lawrence Carin",http://arxiv.org/pdf/1512.07344v1,No journal ref found,none,cs.CV,Summary1979,1512.07587v7,2015-12-23T19:01:03Z,A Latent-Variable Lattice Model,Rajasekaran Masatran,http://arxiv.org/pdf/1512.07587v7,No journal ref found,none,cs.LG,Summary1980,1512.09300v2,2015-12-31T14:53:39Z,Autoencoding beyond pixels using a learned similarity metric,"Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, Ole Winther",http://arxiv.org/pdf/1512.09300v2,No journal ref found,none,cs.LG,Summary1981,1601.03945v1,2016-01-15T15:00:20Z,Improved graph-based SFA: Information preservation complements the slowness principle,"Alberto N. Escalante-B., Laurenz Wiskott",http://arxiv.org/pdf/1601.03945v1,No journal ref found,none,cs.CV,Summary1982,1601.04920v1,2016-01-19T13:40:47Z,Understanding Deep Convolutional Networks,Stéphane Mallat,http://arxiv.org/pdf/1601.04920v1,No journal ref found,none,stat.ML,Summary1983,1602.01557v1,2016-02-04T04:59:54Z,An ensemble diversity approach to supervised binary hashing,"Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei",http://arxiv.org/pdf/1602.01557v1,No journal ref found,none,cs.LG,Summary1984,1602.01818v1,2016-02-04T20:31:44Z,Random Feature Maps via a Layered Random Projection (LaRP) Framework for Object Classification,"A. G. Chung, M. J. Shafiee, A. Wong",http://arxiv.org/pdf/1602.01818v1,No journal ref found,none,cs.CV,Summary1985,1602.02389v3,2016-02-07T16:50:14Z,Ensemble Robustness of Deep Learning Algorithms,"Jiashi Feng, Tom Zahavy, Bingyi Kang, Huan Xu, Shie Mannor",http://arxiv.org/pdf/1602.02389v3,No journal ref found,none,cs.LG,Summary1986,1603.01359v1,2016-03-04T06:34:24Z,Learning deep representation of multityped objects and tasks,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1603.01359v1,No journal ref found,none,stat.ML,Summary1987,1603.01801v2,2016-03-06T07:33:03Z,Variational methods for Conditional Multimodal Deep Learning,"Gaurav Pandey, Ambedkar Dukkipati",http://arxiv.org/pdf/1603.01801v2,No journal ref found,none,cs.CV,Summary1988,1603.04833v1,2016-03-15T19:40:34Z,Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images,"Debapriya Maji, Anirban Santara, Pabitra Mitra, Debdoot Sheet",http://arxiv.org/pdf/1603.04833v1,No journal ref found,none,cs.LG,Summary1989,1603.07834v1,2016-03-25T07:12:32Z,An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection,"Adedotun Akintayo, Nigel Lee, Vikas Chawla, Mark Mullaney, Christopher Marett, Asheesh Singh, Arti Singh, Greg Tylka, Baskar Ganapathysubramaniam, Soumik Sarkar",http://arxiv.org/pdf/1603.07834v1,No journal ref found,none,cs.CV,Summary1990,1604.02275v1,2016-04-08T08:43:15Z,Online Open World Recognition,"Rocco De Rosa, Thomas Mensink, Barbara Caputo",http://arxiv.org/pdf/1604.02275v1,No journal ref found,none,cs.CV,Summary1991,1604.02855v1,2016-04-11T09:32:51Z,Active Learning for Online Recognition of Human Activities from Streaming Videos,"Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi",http://arxiv.org/pdf/1604.02855v1,No journal ref found,none,stat.ML,Summary1992,1604.02917v2,2016-04-11T12:37:36Z,Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis,"Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic",http://arxiv.org/pdf/1604.02917v2,No journal ref found,none,stat.ML,Summary1993,1604.03227v1,2016-04-12T03:03:04Z,Recurrent Attentional Networks for Saliency Detection,"Jason Kuen, Zhenhua Wang, Gang Wang",http://arxiv.org/pdf/1604.03227v1,No journal ref found,none,cs.CV,Summary1994,1604.05417v3,2016-04-19T03:29:56Z,Triplet Probabilistic Embedding for Face Verification and Clustering,"Swami Sankaranarayanan, Azadeh Alavi, Carlos Castillo, Rama Chellappa",http://arxiv.org/pdf/1604.05417v3,No journal ref found,none,cs.CV,Summary1995,1606.05990v1,2016-06-20T07:05:14Z,A New Training Method for Feedforward Neural Networks Based on Geometric Contraction Property of Activation Functions,"Petre Birtea, Cosmin Cernazanu-Glavan, Alexandru Sisu",http://arxiv.org/pdf/1606.05990v1,No journal ref found,none,cs.NE,Summary1996,1606.06160v2,2016-06-20T15:02:31Z,DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients,"Shuchang Zhou, Yuxin Wu, Zekun Ni, Xinyu Zhou, He Wen, Yuheng Zou",http://arxiv.org/pdf/1606.06160v2,No journal ref found,none,cs.NE,Summary1997,1606.07262v1,2016-06-23T10:38:49Z,On the Theoretical Capacity of Evolution Strategies to Statistically Learn the Landscape Hessian,"Ofer M. Shir, Jonathan Roslund, Amir Yehudayoff",http://arxiv.org/pdf/1606.07262v1,No journal ref found,none,cs.NE,Summary1998,1606.07767v3,2016-06-24T17:31:02Z,Sampling-based Gradient Regularization for Capturing Long-Term Dependencies in Recurrent Neural Networks,"Artem Chernodub, Dimitri Nowicki",http://arxiv.org/pdf/1606.07767v3,No journal ref found,none,cs.NE,Summary1999,1606.07786v1,2016-06-23T18:32:43Z,Precise deep neural network computation on imprecise low-power analog hardware,"Jonathan Binas, Daniel Neil, Giacomo Indiveri, Shih-Chii Liu, Michael Pfeiffer",http://arxiv.org/pdf/1606.07786v1,No journal ref found,none,cs.NE,Summary2000,1606.08061v1,2016-06-26T17:57:36Z,Exact gradient updates in time independent of output size for the spherical loss family,"Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier",http://arxiv.org/pdf/1606.08061v1,No journal ref found,none,cs.NE,Summary2001,1606.08165v1,2016-06-27T08:58:29Z,Supervised learning based on temporal coding in spiking neural networks,Hesham Mostafa,http://arxiv.org/pdf/1606.08165v1,No journal ref found,none,cs.NE,Summary2002,1607.00036v1,2016-06-30T20:45:12Z,Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes,"Caglar Gulcehre, Sarath Chandar, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1607.00036v1,No journal ref found,none,cs.LG,Summary2003,1607.02028v1,2016-07-06T12:23:47Z,Artificial neural networks and fuzzy logic for recognizing alphabet characters and mathematical symbols,"Giuseppe Airò Farulla, Tiziana Armano, Anna Capietto, Nadir Murru, Rosaria Rossini",http://arxiv.org/pdf/1607.02028v1,"Lecture Notes in Computer Science, Volume 9759 2016, Computers Helping People with Special Needs, p. 7-14",none,cs.NE,Summary2004,1607.02488v1,2016-07-08T18:39:47Z,Generalizing and Improving Weight Initialization,"Dan Hendrycks, Kevin Gimpel",http://arxiv.org/pdf/1607.02488v1,No journal ref found,none,cs.LG,Summary2005,1607.03085v3,2016-07-11T19:29:44Z,Recurrent Memory Array Structures,Kamil Rocki,http://arxiv.org/pdf/1607.03085v3,No journal ref found,none,cs.LG,Summary2006,1608.02292v1,2016-08-08T01:10:51Z,Online Adaptation of Deep Architectures with Reinforcement Learning,"Thushan Ganegedara, Lionel Ott, Fabio Ramos",http://arxiv.org/pdf/1608.02292v1,No journal ref found,none,cs.LG,Summary2007,1608.04171v3,2016-08-15T02:49:17Z,Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM,"Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang",http://arxiv.org/pdf/1608.04171v3,No journal ref found,none,cs.NE,Summary2008,1608.04426v4,2016-08-15T22:28:05Z,Regularization for Unsupervised Deep Neural Nets,"Baiyang Wang, Diego Klabjan",http://arxiv.org/pdf/1608.04426v4,No journal ref found,none,cs.LG,Summary2009,1608.04622v1,2016-08-16T14:41:12Z,Training Echo State Networks with Regularization through Dimensionality Reduction,"Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen",http://arxiv.org/pdf/1608.04622v1,No journal ref found,none,cs.NE,Summary2010,1608.04980v1,2016-08-17T14:37:34Z,Mollifying Networks,"Caglar Gulcehre, Marcin Moczulski, Francesco Visin, Yoshua Bengio",http://arxiv.org/pdf/1608.04980v1,No journal ref found,none,cs.LG,Summary2011,1608.06027v4,2016-08-22T01:42:45Z,Surprisal-Driven Feedback in Recurrent Networks,Kamil M Rocki,http://arxiv.org/pdf/1608.06027v4,No journal ref found,none,cs.LG,Summary2012,1609.03348v4,2016-09-12T11:23:20Z,A Threshold-based Scheme for Reinforcement Learning in Neural Networks,Thomas H. Ward,http://arxiv.org/pdf/1609.03348v4,No journal ref found,none,cs.LG,Summary2013,1609.05123v1,2016-09-16T16:19:56Z,Learning Opposites Using Neural Networks,"Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, H. R. Tizhoosh",http://arxiv.org/pdf/1609.05123v1,No journal ref found,none,cs.LG,Summary2014,1609.05284v1,2016-09-17T05:12:50Z,ReasoNet: Learning to Stop Reading in Machine Comprehension,"Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen",http://arxiv.org/pdf/1609.05284v1,No journal ref found,none,cs.LG,Summary2015,1609.07061v1,2016-09-22T16:48:03Z,Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations,"Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio",http://arxiv.org/pdf/1609.07061v1,No journal ref found,none,cs.NE,Summary2016,1609.07215v1,2016-09-23T03:09:24Z,A Novel Progressive Multi-label Classifier for Classincremental Data,"Mihika Dave, Sahil Tapiawala, Meng Joo Er, Rajasekar Venkatesan",http://arxiv.org/pdf/1609.07215v1,No journal ref found,none,cs.LG,Summary2017,1609.07724v1,2016-09-25T10:18:19Z,The RNN-ELM Classifier,Athanasios Vlontzos,http://arxiv.org/pdf/1609.07724v1,No journal ref found,none,cs.NE,Summary2018,1609.07750v1,2016-09-25T14:30:33Z,Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter,"Ahmed M. Abdelsalam, J. M. Pierre Langlois, F. Cheriet",http://arxiv.org/pdf/1609.07750v1,No journal ref found,none,cs.NE,Summary2019,1609.08663v1,2016-09-27T20:53:16Z,Learning Genomic Representations to Predict Clinical Outcomes in Cancer,"Safoora Yousefi, Congzheng Song, Nelson Nauata, Lee Cooper",http://arxiv.org/pdf/1609.08663v1,No journal ref found,none,cs.NE,Summary2020,1609.09116v1,2016-09-27T08:25:40Z,Analysis of Massive Heterogeneous Temporal-Spatial Data with 3D Self-Organizing Map and Time Vector,Yu Ding,http://arxiv.org/pdf/1609.09116v1,No journal ref found,none,cs.LG,Summary2021,1610.00324v1,2016-10-02T17:59:31Z,Accelerating Deep Convolutional Networks using low-precision and sparsity,"Ganesh Venkatesh, Eriko Nurvitadhi, Debbie Marr",http://arxiv.org/pdf/1610.00324v1,No journal ref found,none,cs.LG,Summary2022,1610.01145v2,2016-10-03T23:08:22Z,Error bounds for approximations with deep ReLU networks,Dmitry Yarotsky,http://arxiv.org/pdf/1610.01145v2,No journal ref found,none,cs.LG,Summary2023,1610.01741v1,2016-10-06T06:05:16Z,Combining Generative and Discriminative Neural Networks for Sleep Stages Classification,"Endang Purnama Giri, Mohamad Ivan Fanany, Aniati Murni Arymurthy",http://arxiv.org/pdf/1610.01741v1,No journal ref found,none,cs.LG,Summary2024,1610.01757v1,2016-10-06T07:19:27Z,Ischemic Stroke Identification Based on EEG and EOG using 1D Convolutional Neural Network and Batch Normalization,"Endang Purnama Giri, Mohamad Ivan Fanany, Aniati Murni Arymurthy",http://arxiv.org/pdf/1610.01757v1,No journal ref found,none,cs.LG,Summary2025,1610.01935v1,2016-10-06T16:26:58Z,Sequence-based Sleep Stage Classification using Conditional Neural Fields,"Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy",http://arxiv.org/pdf/1610.01935v1,No journal ref found,none,cs.NE,Summary2026,1610.02242v2,2016-10-07T12:15:42Z,Temporal Ensembling for Semi-Supervised Learning,"Samuli Laine, Timo Aila",http://arxiv.org/pdf/1610.02242v2,No journal ref found,none,cs.NE,Summary2027,1610.04161v2,2016-10-13T16:34:30Z,Why Deep Neural Networks for Function Approximation?,"Shiyu Liang, R. Srikant",http://arxiv.org/pdf/1610.04161v2,No journal ref found,none,cs.LG,Summary2028,1610.05555v1,2016-10-18T12:06:14Z,Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data,"Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton, Peter Stone, Antonio Liotta",http://arxiv.org/pdf/1610.05555v1,No journal ref found,none,cs.LG,Summary2029,1610.06160v1,2016-10-19T19:34:48Z,Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning,"Qianli Liao, Kenji Kawaguchi, Tomaso Poggio",http://arxiv.org/pdf/1610.06160v1,No journal ref found,none,cs.LG,Summary2030,1610.07258v3,2016-10-24T01:53:12Z,Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization,"Zhiguang Wang, Wei Song, Lu Liu, Fan Zhang, Junxiao Xue, Yangdong Ye, Ming Fan, Mingliang Xu",http://arxiv.org/pdf/1610.07258v3,No journal ref found,none,cs.LG,Summary2031,1610.07752v1,2016-10-25T07:11:11Z,Big Models for Big Data using Multi objective averaged one dependence estimators,Mrutyunjaya Panda,http://arxiv.org/pdf/1610.07752v1,No journal ref found,none,cs.NE,Summary2032,1610.09608v1,2016-10-30T06:34:19Z,A Theoretical Study of The Relationship Between Whole An ELM Network and Its Subnetworks,"Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Guang-Bin Huang",http://arxiv.org/pdf/1610.09608v1,No journal ref found,none,cs.LG,Summary2033,1610.09639v1,2016-10-30T11:57:20Z,Compact Deep Convolutional Neural Networks With Coarse Pruning,"Sajid Anwar, Wonyong Sung",http://arxiv.org/pdf/1610.09639v1,No journal ref found,none,cs.LG,Summary2034,1611.00710v1,2016-11-02T18:22:33Z,Deep counter networks for asynchronous event-based processing,"Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer",http://arxiv.org/pdf/1611.00710v1,No journal ref found,none,cs.NE,Summary2035,1611.01268v1,2016-11-04T05:52:17Z,Semantic Noise Modeling for Better Representation Learning,"Hyo-Eun Kim, Sangheum Hwang, Kyunghyun Cho",http://arxiv.org/pdf/1611.01268v1,No journal ref found,none,cs.LG,Summary2036,1611.01427v1,2016-11-04T15:47:32Z,Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks,"Arash Ardakani, Carlo Condo, Warren J. Gross",http://arxiv.org/pdf/1611.01427v1,No journal ref found,none,cs.NE,Summary2037,1611.01600v2,2016-11-05T04:23:42Z,Loss-aware Binarization of Deep Networks,"Lu Hou, Quanming Yao, James T. Kwok",http://arxiv.org/pdf/1611.01600v2,No journal ref found,none,cs.NE,Summary2038,1611.01678v1,2016-11-05T17:17:14Z,Comparing learning algorithms in neural network for diagnosing cardiovascular disease,Mirmorsal Madani,http://arxiv.org/pdf/1611.01678v1,No journal ref found,none,cs.LG,Summary2039,1611.01796v1,2016-11-06T15:36:56Z,Modular Multitask Reinforcement Learning with Policy Sketches,"Jacob Andreas, Dan Klein, Sergey Levine",http://arxiv.org/pdf/1611.01796v1,No journal ref found,none,cs.LG,Summary2040,1611.01967v1,2016-11-07T10:15:40Z,Regularizing CNNs with Locally Constrained Decorrelations,"Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, Xavier Roca",http://arxiv.org/pdf/1611.01967v1,No journal ref found,none,cs.LG,Summary2041,1611.02120v1,2016-11-07T15:38:39Z,Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization,"Sean C. Smithson, Guang Yang, Warren J. Gross, Brett H. Meyer",http://arxiv.org/pdf/1611.02120v1,No journal ref found,none,cs.NE,Summary2042,1611.02416v1,2016-11-08T07:41:54Z,An Efficient Approach to Boosting Performance of Deep Spiking Network Training,"Seongsik Park, Sang-gil Lee, Hyunha Nam, Sungroh Yoon",http://arxiv.org/pdf/1611.02416v1,No journal ref found,none,cs.LG,Summary2043,1611.02854v2,2016-11-09T08:51:54Z,Lie-Access Neural Turing Machines,"Greg Yang, Alexander M. Rush",http://arxiv.org/pdf/1611.02854v2,No journal ref found,none,cs.NE,Summary2044,1611.03068v2,2016-11-09T20:12:08Z,Incremental Sequence Learning,Edwin D. de Jong,http://arxiv.org/pdf/1611.03068v2,No journal ref found,none,cs.LG,Summary2045,1611.05141v1,2016-11-16T04:32:22Z,Training Spiking Deep Networks for Neuromorphic Hardware,"Eric Hunsberger, Chris Eliasmith",http://arxiv.org/pdf/1611.05141v1,No journal ref found,none,cs.NE,Summary2046,1611.05397v1,2016-11-16T18:21:29Z,Reinforcement Learning with Unsupervised Auxiliary Tasks,"Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, Tom Schaul, Joel Z Leibo, David Silver, Koray Kavukcuoglu",http://arxiv.org/pdf/1611.05397v1,No journal ref found,none,cs.LG,Summary2047,1611.06342v1,2016-11-19T11:21:25Z,Quantized neural network design under weight capacity constraint,"Sungho Shin, Kyuyeon Hwang, Wonyong Sung",http://arxiv.org/pdf/1611.06342v1,No journal ref found,none,cs.LG,Summary2048,1611.06539v1,2016-11-20T16:05:07Z,Efficient Stochastic Inference of Bitwise Deep Neural Networks,"Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid",http://arxiv.org/pdf/1611.06539v1,No journal ref found,none,cs.NE,Summary2049,1612.00671v1,2016-11-30T19:58:44Z,Reliable Evaluation of Neural Network for Multiclass Classification of Real-world Data,"Siddharth Dinesh, Tirtharaj Dash",http://arxiv.org/pdf/1612.00671v1,No journal ref found,none,cs.NE,Summary2050,1612.02893v1,2016-12-07T22:52:05Z,A Review of Intelligent Practices for Irrigation Prediction,"Hans Krupakar, Akshay Jayakumar, Dhivya G",http://arxiv.org/pdf/1612.02893v1,No journal ref found,none,cs.LG,Summary2051,1612.04970v1,2016-12-15T08:38:58Z,Improving Neural Network Generalization by Combining Parallel Circuits with Dropout,"Kien Tuong Phan, Tomas Henrique Maul, Tuong Thuy Vu, Lai Weng Kin",http://arxiv.org/pdf/1612.04970v1,No journal ref found,none,cs.NE,Summary2052,1612.05054v1,2016-12-15T13:24:41Z,Graphical RNN Models,"Ashish Bora, Sugato Basu, Joydeep Ghosh",http://arxiv.org/pdf/1612.05054v1,No journal ref found,none,cs.NE,Summary2053,1701.03281v1,2017-01-12T09:48:53Z,Modularized Morphing of Neural Networks,"Tao Wei, Changhu Wang, Chang Wen Chen",http://arxiv.org/pdf/1701.03281v1,No journal ref found,none,cs.LG,Summary2054,1701.04465v1,2017-01-16T21:49:47Z,The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning,"Nikolas Wolfe, Aditya Sharma, Lukas Drude, Bhiksha Raj",http://arxiv.org/pdf/1701.04465v1,No journal ref found,none,cs.NE,Summary2055,1701.06548v1,2017-01-23T18:35:28Z,Regularizing Neural Networks by Penalizing Confident Output Distributions,"Gabriel Pereyra, George Tucker, Jan Chorowski, Łukasz Kaiser, Geoffrey Hinton",http://arxiv.org/pdf/1701.06548v1,No journal ref found,none,cs.NE,Summary2056,1701.07974v2,2017-01-27T08:49:19Z,Reinforced backpropagation improves test performance of deep networks: a toy-model study,"Haiping Huang, Taro Toyoizumi",http://arxiv.org/pdf/1701.07974v2,No journal ref found,none,cs.LG,Summary2057,1701.08734v1,2017-01-30T18:06:07Z,PathNet: Evolution Channels Gradient Descent in Super Neural Networks,"Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A. Rusu, Alexander Pritzel, Daan Wierstra",http://arxiv.org/pdf/1701.08734v1,No journal ref found,none,cs.NE,Summary2058,1701.08978v2,2017-01-31T10:28:37Z,Mixed Low-precision Deep Learning Inference using Dynamic Fixed Point,"Naveen Mellempudi, Abhisek Kundu, Dipankar Das, Dheevatsa Mudigere, Bharat Kaul",http://arxiv.org/pdf/1701.08978v2,No journal ref found,none,cs.LG,Summary2059,1701.09175v4,2017-01-31T18:41:07Z,Skip Connections as Effective Symmetry-Breaking,A. Emin Orhan,http://arxiv.org/pdf/1701.09175v4,No journal ref found,none,cs.NE,Summary2060,1702.00071v2,2017-01-31T22:14:59Z,On orthogonality and learning recurrent networks with long term dependencies,"Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal",http://arxiv.org/pdf/1702.00071v2,No journal ref found,none,cs.LG,Summary2061,1702.02125v1,2017-02-07T18:17:25Z,Estimation of classrooms occupancy using a multi-layer perceptron,"Eugénio Rodrigues, Luísa Dias Pereira, Adélio Rodrigues Gaspar, Álvaro Gomes, Manuel Carlos Gameiro da Silva",http://arxiv.org/pdf/1702.02125v1,No journal ref found,none,cs.NE,Summary2062,1702.04283v1,2017-02-14T16:46:19Z,Exploring loss function topology with cyclical learning rates,"Leslie N. Smith, Nicholay Topin",http://arxiv.org/pdf/1702.04283v1,No journal ref found,none,cs.LG,Summary2063,1702.05043v1,2017-02-16T16:38:08Z,Unbiased Online Recurrent Optimization,"Corentin Tallec, Yann Ollivier",http://arxiv.org/pdf/1702.05043v1,No journal ref found,none,cs.NE,Summary2064,1702.05639v1,2017-02-18T18:18:32Z,Deep Stochastic Configuration Networks: Universal Approximation and Learning Representation,"Dianhui Wang, Ming Li",http://arxiv.org/pdf/1702.05639v1,No journal ref found,none,cs.LG,Summary2065,1702.06053v3,2017-02-20T16:31:56Z,Online Multi-Task Learning Using Active Sampling,"Sahil Sharma, Balaraman Ravindran",http://arxiv.org/pdf/1702.06053v3,No journal ref found,none,cs.NE,Summary2066,1702.06856v2,2017-02-22T15:37:50Z,Robustness to Adversarial Examples through an Ensemble of Specialists,"Mahdieh Abbasi, Christian Gagné",http://arxiv.org/pdf/1702.06856v2,No journal ref found,none,cs.NE,Summary2067,1702.07097v2,2017-02-23T05:00:54Z,Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks,"Hongyin Luo, Jie Fu, James Glass",http://arxiv.org/pdf/1702.07097v2,No journal ref found,none,cs.NE,Summary2068,1703.00522v1,2017-03-01T21:41:09Z,Understanding Synthetic Gradients and Decoupled Neural Interfaces,"Wojciech Marian Czarnecki, Grzegorz Świrszcz, Max Jaderberg, Simon Osindero, Oriol Vinyals, Koray Kavukcuoglu",http://arxiv.org/pdf/1703.00522v1,No journal ref found,none,cs.LG,Summary2069,1006.1343v1,2010-06-07T19:36:18Z,Segmentation and Nodal Points in Narrative: Study of Multiple Variations of a Ballad,"Fionn Murtagh, Adam Ganz",http://arxiv.org/pdf/1006.1343v1,No journal ref found,none,cs.CL,Summary2070,1008.0706v1,2010-08-04T06:00:21Z,Algorithmic Detection of Computer Generated Text,"Allen Lavoie, Mukkai Krishnamoorthy",http://arxiv.org/pdf/1008.0706v1,No journal ref found,none,stat.ML,Summary2071,1301.3547v1,2013-01-16T01:42:53Z,A Rhetorical Analysis Approach to Natural Language Processing,Benjamin Englard,http://arxiv.org/pdf/1301.3547v1,No journal ref found,none,cs.CL,Summary2072,1409.1259v2,2014-09-03T21:03:41Z,On the Properties of Neural Machine Translation: Encoder-Decoder Approaches,"Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, Yoshua Bengio",http://arxiv.org/pdf/1409.1259v2,No journal ref found,none,cs.CL,Summary2073,1504.05929v2,2015-04-22T19:13:49Z,A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution,"Bishan Yang, Claire Cardie, Peter Frazier",http://arxiv.org/pdf/1504.05929v2,No journal ref found,none,cs.CL,Summary2074,1504.06650v1,2015-04-24T21:43:55Z,Learning Dictionaries for Named Entity Recognition using Minimal Supervision,"Arvind Neelakantan, Michael Collins",http://arxiv.org/pdf/1504.06650v1,No journal ref found,none,cs.CL,Summary2075,1504.06654v1,2015-04-24T22:12:14Z,Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space,"Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum",http://arxiv.org/pdf/1504.06654v1,No journal ref found,none,cs.CL,Summary2076,1504.06658v1,2015-04-24T22:32:40Z,Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods,"Arvind Neelakantan, Ming-Wei Chang",http://arxiv.org/pdf/1504.06658v1,No journal ref found,none,cs.CL,Summary2077,1504.06662v2,2015-04-24T23:06:10Z,Compositional Vector Space Models for Knowledge Base Completion,"Arvind Neelakantan, Benjamin Roth, Andrew McCallum",http://arxiv.org/pdf/1504.06662v2,No journal ref found,none,cs.CL,Summary2078,1509.09088v1,2015-09-30T09:13:00Z,Enhanced Bilingual Evaluation Understudy,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.09088v1,No journal ref found,none,cs.CL,Summary2079,1509.09090v1,2015-09-30T09:20:27Z,Real-Time Statistical Speech Translation,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.09090v1,"Advances in Intelligent Systems and Computing volume 275, p.107-114, Publisher: Springer, ISSN 2194-5357, ISBN 978-3-319-05950-1, 2014",none,cs.CL,Summary2080,1509.09097v1,2015-09-30T09:35:38Z,Polish - English Speech Statistical Machine Translation Systems for the IWSLT 2013,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.09097v1,"Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, p. 113-119, 2013",none,cs.CL,Summary2081,1510.00001v1,2015-09-30T09:41:00Z,Polish to English Statistical Machine Translation,Krzysztof Wołk,http://arxiv.org/pdf/1510.00001v1,"Polish to English Statistical Machine Translation., XV International Phd Workshop OWD 2013, Wis{\l}a, p.108-115, 2013",none,cs.CL,Summary2082,1511.06285v1,2015-11-18T15:26:06Z,Harvesting comparable corpora and mining them for equivalent bilingual sentences using statistical classification and analogy- based heuristics,"Krzysztof Wołk, Emilia Rejmund, Krzysztof Marasek",http://arxiv.org/pdf/1511.06285v1,No journal ref found,none,cs.CL,Summary2083,1511.07916v1,2015-11-24T23:23:13Z,Natural Language Understanding with Distributed Representation,Kyunghyun Cho,http://arxiv.org/pdf/1511.07916v1,No journal ref found,none,cs.CL,Summary2084,1511.09392v1,2015-11-18T15:34:21Z,Enhancements in statistical spoken language translation by de-normalization of ASR results,"Agnieszka Wołk, Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1511.09392v1,"Journal of Computers, 2016 VOL 11, ISSN: 1796-203X, p. 33-40, 2016",none,cs.CL,Summary2085,1512.01639v1,2015-12-05T08:55:31Z,PJAIT Systems for the IWSLT 2015 Evaluation Campaign Enhanced by Comparable Corpora,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1512.01639v1,"Proceedings of the 12th International Workshop on Spoken Language Translation, Da Nang, Vietnam, December 3-4, 2015, p.101-104",none,cs.CL,Summary2086,1512.01641v1,2015-12-05T08:59:28Z,Unsupervised comparable corpora preparation and exploration for bi-lingual translation equivalents,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1512.01641v1,"Proceedings of the 12th IWSLT, Da Nang, Vietnam, December 3-4, 2015, p.118-125",none,cs.CL,Summary2087,1601.01073v1,2016-01-06T04:00:50Z,"Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism","Orhan Firat, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1601.01073v1,No journal ref found,none,cs.CL,Summary2088,1602.02499v2,2016-02-08T09:23:19Z,"The ""Sprekend Nederland"" project and its application to accent location","David A. van Leeuwen, Rosemary Orr",http://arxiv.org/pdf/1602.02499v2,No journal ref found,none,stat.ML,Summary2089,1602.05875v2,2016-02-18T16:55:30Z,Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data,"Gil Keren, Björn Schuller",http://arxiv.org/pdf/1602.05875v2,No journal ref found,none,stat.ML,Summary2090,1603.06785v1,2016-03-22T13:34:28Z,Multi-domain machine translation enhancements by parallel data extraction from comparable corpora,"Krzysztof Wołk, Emilia Rejmund, Krzysztof Marasek",http://arxiv.org/pdf/1603.06785v1,No journal ref found,none,cs.CL,Summary2091,1604.06952v3,2016-04-23T20:48:50Z,"Visualization of Jacques Lacans Registers of the Psychoanalytic Field, and Discovery of Metaphor and of Metonymy. Analytical Case Study of Edgar Allan Poes ""The Purloined Letter""","Fionn Murtagh, Giuseppe Iurato",http://arxiv.org/pdf/1604.06952v3,No journal ref found,none,cs.CL,Summary2092,1605.01194v1,2016-05-04T09:36:49Z,IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner,"Lavanya Sita Tekumalla, Sharmistha",http://arxiv.org/pdf/1605.01194v1,No journal ref found,none,cs.CL,Summary2093,1606.05286v1,2016-06-16T17:31:13Z,Spectral decomposition method of dialog state tracking via collective matrix factorization,Julien Perez,http://arxiv.org/pdf/1606.05286v1,Dialogue & Discourse 7(3) (2016),none,cs.CL,Summary2094,1606.07470v1,2016-06-23T20:37:06Z,NN-grams: Unifying neural network and n-gram language models for Speech Recognition,"Babak Damavandi, Shankar Kumar, Noam Shazeer, Antoine Bruguier",http://arxiv.org/pdf/1606.07470v1,No journal ref found,none,cs.CL,Summary2095,1606.07545v1,2016-06-24T02:28:24Z,Interactive Semantic Featuring for Text Classification,"Camille Jandot, Patrice Simard, Max Chickering, David Grangier, Jina Suh",http://arxiv.org/pdf/1606.07545v1,No journal ref found,none,cs.CL,Summary2096,1608.04738v2,2016-08-16T07:44:02Z,An Efficient Character-Level Neural Machine Translation,"Shenjian Zhao, Zhihua Zhang",http://arxiv.org/pdf/1608.04738v2,No journal ref found,none,cs.CL,Summary2097,1609.08409v1,2016-09-27T13:25:10Z,Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks,"Savelie Cornegruta, Robert Bakewell, Samuel Withey, Giovanni Montana",http://arxiv.org/pdf/1609.08409v1,No journal ref found,none,cs.CL,Summary2098,1610.02209v2,2016-10-07T09:59:13Z,Morphology Generation for Statistical Machine Translation using Deep Learning Techniques,"Marta R. Costa-jussà, Carlos Escolano",http://arxiv.org/pdf/1610.02209v2,No journal ref found,none,cs.CL,Summary2099,1610.04211v2,2016-10-13T19:38:03Z,Gated End-to-End Memory Networks,"Julien Perez, Fei Liu",http://arxiv.org/pdf/1610.04211v2,No journal ref found,none,cs.CL,Summary2100,1610.04345v1,2016-10-14T07:14:44Z,A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts,"Fei Liu, Julien Perez, Scott Nowson",http://arxiv.org/pdf/1610.04345v1,No journal ref found,none,cs.CL,Summary2101,1701.00562v1,2017-01-03T01:15:53Z,End-to-End Attention based Text-Dependent Speaker Verification,"Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong",http://arxiv.org/pdf/1701.00562v1,No journal ref found,none,cs.CL,Summary2102,1702.01417v1,2017-02-05T15:43:07Z,All-but-the-Top: Simple and Effective Postprocessing for Word Representations,"Jiaqi Mu, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1702.01417v1,No journal ref found,none,cs.CL,Summary2103,1703.00607v1,2017-03-02T03:59:18Z,Discovery of Evolving Semantics through Dynamic Word Embedding Learning,"Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong",http://arxiv.org/pdf/1703.00607v1,No journal ref found,none,cs.CL,Summary2104,cs/9906006v2,1999-06-02T15:50:26Z,Learning Efficient Disambiguation,Khalil Simaan,http://arxiv.org/pdf/cs/9906006v2,No journal ref found,none,cs.CL,Summary2105,cs/9906019v2,1999-06-22T07:41:24Z,Resolving Part-of-Speech Ambiguity in the Greek Language Using Learning Techniques,"G. Petasis, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, I. Androutsopoulos",http://arxiv.org/pdf/cs/9906019v2,"In Fakotakis, N. et al. (Eds.), Machine Learning in Human Language Technology (Proceedings of the ACAI Workshop), pp. 29-34, Chania, Greece, 1999.",none,cs.CL,Summary2106,cs/0001002v1,2000-01-04T21:46:29Z,Minimum Description Length and Compositionality,Wlodek Zadrozny,http://arxiv.org/pdf/cs/0001002v1,"H.Bunt and R.Muskens(Eds.) ""Computing Meaning"" Vol.1. Kluwer 1999. pp.113-128",none,cs.CL,Summary2107,cs/0003003v1,2000-03-01T18:01:06Z,Prospects for in-depth story understanding by computer,Erik T. Mueller,http://arxiv.org/pdf/cs/0003003v1,No journal ref found,none,cs.AI,Summary2108,cs/0003004v1,2000-03-01T18:07:02Z,A database and lexicon of scripts for ThoughtTreasure,Erik T. Mueller,http://arxiv.org/pdf/cs/0003004v1,No journal ref found,none,cs.AI,Summary2109,cs/0003022v1,2000-03-08T16:06:58Z,Hypothetical revision and matter-of-fact supposition,Horacio Arlo-Costa,http://arxiv.org/pdf/cs/0003022v1,No journal ref found,none,cs.AI,Summary2110,cs/0006013v1,2000-06-07T11:10:50Z,An evaluation of Naive Bayesian anti-spam filtering,"Ion Androutsopoulos, John Koutsias, Konstantinos V. Chandrinos, George Paliouras, Constantine D. Spyropoulos",http://arxiv.org/pdf/cs/0006013v1,"Proceedings of the workshop on Machine Learning in the New Information Age, G. Potamias, V. Moustakis and M. van Someren (eds.), 11th European Conference on Machine Learning, Barcelona, Spain, pp. 9-17, 2000",none,cs.CL,Summary2111,cs/0006041v1,2000-06-29T07:44:16Z,Using a Diathesis Model for Semantic Parsing,"Jordi Atserias, Irene Castellon, Montse Civit, German Rigau",http://arxiv.org/pdf/cs/0006041v1,Proceedins of VEXTAL.1999 pg 385-392,none,cs.CL,Summary2112,cs/0006042v1,2000-06-29T09:17:45Z,Semantic Parsing based on Verbal Subcategorization,"Jordi Atserias, Irene Castellon, Montse Civit, German Rigau",http://arxiv.org/pdf/cs/0006042v1,"Conference on Intelligence text Processing and Computational Linguistics, CICLing 2000. pg 330-340",none,cs.CL,Summary2113,cs/0007012v1,2000-07-07T15:13:09Z,Using Learning-based Filters to Detect Rule-based Filtering Obsolescence,"Francis Wolinski, Frantz Vichot, Mathieu Stricker",http://arxiv.org/pdf/cs/0007012v1,No journal ref found,none,cs.CL,Summary2114,cs/0007016v1,2000-07-11T13:21:03Z,Two Steps Feature Selection and Neural Network Classification for the TREC-8 Routing,"Mathieu Stricker, Frantz Vichot, Gerard Dreyfus, Francis Wolinski",http://arxiv.org/pdf/cs/0007016v1,No journal ref found,none,cs.CL,Summary2115,cs/0008016v1,2000-08-21T10:54:11Z,Processing Self Corrections in a speech to speech system,"Joerg Spilker, Martin Klarner, Guenther Goerz",http://arxiv.org/pdf/cs/0008016v1,"Proceedings of COLING 2000, Saarbruecken, Germany; 31.7-4.8; pp 1116-1120",none,cs.CL,Summary2116,cs/0008020v1,2000-08-22T15:01:21Z,Explaining away ambiguity: Learning verb selectional preference with Bayesian networks,"Massimiliano Ciaramita, Mark Johnson",http://arxiv.org/pdf/cs/0008020v1,"Proceedings of the 18th International Conference on Computational Linguistics, Saarbrucken, Germany, Vol.1, 2000, p.187",none,cs.CL,Summary2117,cs/0009017v1,2000-09-21T14:49:19Z,A Tableau Calculus for Pronoun Resolution,"Christof Monz, Maarten de Rijke",http://arxiv.org/pdf/cs/0009017v1,"In: N.V. Murray (ed.) Automated Reasoning with Analytic Tableaux and Related Methods. Lecture Notes in Artificial Intelligence 1617, Springer, 1999, pages 247-262",none,cs.CL,Summary2118,cs/0009019v1,2000-09-21T15:32:17Z,Computing Presuppositions by Contextual Reasoning,Christof Monz,http://arxiv.org/pdf/cs/0009019v1,"In: P. Brezillon, R. Turner, J-C. Pomerol and E. Turner (Eds.) Proceedings of the AAAI-99 Workshop on Reasoning in Context for AI Applications, AAAI Press, 1999, pp. 75-79",none,cs.AI,Summary2119,cs/0104020v1,2001-04-27T23:16:21Z,Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists,"Radu Florian, John C. Henderson, Grace Ngai",http://arxiv.org/pdf/cs/0104020v1,"Proceedings of the Fifth Conference on Empirical Methods in Natural Language Processing, pages 26-34, Hong Kong (2000)",none,cs.CL,Summary2120,cs/0105003v1,2001-05-02T08:39:32Z,Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking,"Grace Ngai, David Yarowsky",http://arxiv.org/pdf/cs/0105003v1,"Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, pages 117-125, Hong Kong (2000)",none,cs.CL,Summary2121,cs/0106040v1,2001-06-19T14:56:02Z,Stacking classifiers for anti-spam filtering of e-mail,"G. Sakkis, I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, P. Stamatopoulos",http://arxiv.org/pdf/cs/0106040v1,"Proceedings of ""Empirical Methods in Natural Language Processing"" (EMNLP 2001), L. Lee and D. Harman (Eds.), pp. 44-50, Carnegie Mellon University, Pittsburgh, PA, 2001",none,cs.CL,Summary2122,cs/0110057v1,2001-10-29T16:55:32Z,Generating Multilingual Personalized Descriptions of Museum Exhibits - The M-PIRO Project,"Ion Androutsopoulos, Vassiliki Kokkinaki, Aggeliki Dimitromanolaki, Jo Calder, Jon Oberlander, Elena Not",http://arxiv.org/pdf/cs/0110057v1,No journal ref found,none,cs.CL,Summary2123,cs/0306022v1,2003-06-04T23:08:03Z,Techniques for effective vocabulary selection,"Anand Venkataraman, Wen Wang",http://arxiv.org/pdf/cs/0306022v1,No journal ref found,none,cs.CL,Summary2124,cs/0306130v1,2003-06-25T10:26:29Z,Anusaaraka: Machine Translation in Stages,"Akshar Bharati, Vineet Chaitanya, Amba P. Kulkarni, Rajeev Sangal",http://arxiv.org/pdf/cs/0306130v1,"Vivek, A Quarterly in Artificial Intelligence, 10, 3, July 1997, pp. 22-25",none,cs.CL,Summary2125,cs/0307014v1,2003-07-07T08:47:53Z,"Syntax, Parsing and Production of Natural Language in a Framework of Information Compression by Multiple Alignment, Unification and Search",J Gerard Wolff,http://arxiv.org/pdf/cs/0307014v1,"Journal of Universal Computer Science 6(8), 781--829, 2000",none,cs.AI,Summary2126,cs/0312051v1,2003-12-22T16:51:53Z,Towards Automated Generation of Scripted Dialogue: Some Time-Honoured Strategies,"Paul Piwek, Kees van Deemter",http://arxiv.org/pdf/cs/0312051v1,"Proceedings of EDILOG: 6th Workshop on the Semantics and Pragmatics of Dialogue, 2002, pp. 141-148",none,cs.CL,Summary2127,cs/0312052v1,2003-12-22T17:07:31Z,Dialogue as Discourse: Controlling Global Properties of Scripted Dialogue,"Paul Piwek, Kees van Deemter",http://arxiv.org/pdf/cs/0312052v1,"Proceedings of AAAI Spring Symposium on Natural Language Generation in Spoken and Written Dialogue, Stanford, 2003",none,cs.CL,Summary2128,cs/0403039v1,2004-03-23T21:06:11Z,A Flexible Rule Compiler for Speech Synthesis,"Wojciech Skut, Stefan Ulrich, Kathrine Hammervold",http://arxiv.org/pdf/cs/0403039v1,"In: Klopotek, Mieczyslaw A.; Wierzchon, Slawomir T.; Trojanowski, Krzysztof (Eds.): ""Intelligent Information Processing and Web Mining - Proceedings of the International IIS:IIPWM?04 Conference""; Springer Verlag, 2004",none,cs.CL,Summary2129,cs/0404018v1,2004-04-07T06:54:45Z,NLML--a Markup Language to Describe the Unlimited English Grammar,Jiyou Jia,http://arxiv.org/pdf/cs/0404018v1,No journal ref found,none,cs.CL,Summary2130,cs/0404049v1,2004-04-23T10:44:24Z,Exploiting Cross-Document Relations for Multi-document Evolving Summarization,"Stergos D. Afantenos, Irene Doura, Eleni Kapellou, Vangelis Karkaletsis",http://arxiv.org/pdf/cs/0404049v1,"Methods and Applications of Artificial Intelligence, Volume 3025 of Lecture Notes in Computer Science. Springer-Verlag Heidelberg 2004. pp 410-419.",none,cs.CL,Summary2131,cs/0503024v1,2005-03-10T11:49:51Z,"Fine-Grained Word Sense Disambiguation Based on Parallel Corpora, Word Alignment, Word Clustering and Aligned Wordnets","Dan Tufis, Radu Ion, Nancy Ide",http://arxiv.org/pdf/cs/0503024v1,"In proceedings of the 20th International Conference on Computational Linguistics, COLING2004, Geneva, 2004, pp. 1312-1318",none,cs.AI,Summary2132,cs/0503030v2,2005-03-14T18:12:03Z,A Suffix Tree Approach to Email Filtering,"Rajesh M. Pampapathi, Boris Mirkin, Mark Levene",http://arxiv.org/pdf/cs/0503030v2,No journal ref found,none,cs.AI,Summary2133,cs/0604087v1,2006-04-23T02:58:51Z,Probabilistic Automata for Computing with Words,"Yongzhi Cao, Lirong Xia, Mingsheng Ying",http://arxiv.org/pdf/cs/0604087v1,No journal ref found,none,cs.AI,Summary2134,cs/0607052v1,2006-07-11T19:14:49Z,Dealing with Metonymic Readings of Named Entities,Thierry Poibeau,http://arxiv.org/pdf/cs/0607052v1,"Dans Actes de The 28th Annual Conference of the Cognitive Science Society (CogSci 2006) - The 28th Annual Conference of the Cognitive Science Society (CogSci 2006), Vancouver : Canada (2006)",none,cs.AI,Summary2135,cs/0607053v1,2006-07-11T19:17:13Z,Linguistically Grounded Models of Language Change,Thierry Poibeau,http://arxiv.org/pdf/cs/0607053v1,"The 28th Annual Conference of the Cognitive Science Society (CogSci 2006), Canada (2006)",none,cs.AI,Summary2136,cs/0607088v1,2006-07-18T07:43:07Z,Using Answer Set Programming in an Inference-Based approach to Natural Language Semantics,"Farid Nouioua, Pascal Nicolas",http://arxiv.org/pdf/cs/0607088v1,"Inference in Computational Semantics ICoS-5, France (2006) 77-86",none,cs.CL,Summary2137,cs/0610004v1,2006-10-01T17:39:44Z,Rapport technique du projet OGRE,"Gérard Bécher, Patrice Enjalbert, Estelle Fievé, Laurent Gosselin, François Lévy, Gérard Ligozat",http://arxiv.org/pdf/cs/0610004v1,No journal ref found,none,cs.CL,Summary2138,cs/0610016v1,2006-10-04T11:33:02Z,Norm Based Causal Reasoning in Textual Corpus,Farid Nouioua,http://arxiv.org/pdf/cs/0610016v1,"Proceedings of the Sixth International Workshop on Computational Semantics IWCS-6, France (2005) 396-400",none,cs.AI,Summary2139,cs/0703135v1,2007-03-27T22:12:25Z,Dependency Parsing with Dynamic Bayesian Network,"Virginia Savova, Leonid Peshkin",http://arxiv.org/pdf/cs/0703135v1,In proceedings of American Association for Artificial Intelligence AAAI 2005,none,cs.CL,Summary2140,0704.2083v1,2007-04-17T01:04:01Z,Introduction to Arabic Speech Recognition Using CMUSphinx System,"H. Satori, M. Harti, N. Chenfour",http://arxiv.org/pdf/0704.2083v1,No journal ref found,none,cs.CL,Summary2141,0704.2201v1,2007-04-17T17:04:26Z,Arabic Speech Recognition System using CMU-Sphinx4,"H. Satori, M. Harti, N. Chenfour",http://arxiv.org/pdf/0704.2201v1,No journal ref found,none,cs.CL,Summary2142,0704.3886v6,2007-04-30T17:55:39Z,A Note on Ontology and Ordinary Language,Walid S. Saba,http://arxiv.org/pdf/0704.3886v6,No journal ref found,none,cs.AI,Summary2143,0707.3972v1,2007-07-26T17:02:40Z,Learning Probabilistic Models of Word Sense Disambiguation,Ted Pedersen,http://arxiv.org/pdf/0707.3972v1,"PhD dissertation, May 1998, Department of Computer Science and Engineering, Southern Methodist University",none,cs.CL,Summary2144,0709.0116v2,2007-09-02T17:00:40Z,On Ultrametric Algorithmic Information,Fionn Murtagh,http://arxiv.org/pdf/0709.0116v2,"Computer Journal, 53, 405-416, 2010",none,cs.AI,Summary2145,0710.1481v1,2007-10-08T08:36:32Z,Whats in a Name?,Stasinos Konstantopoulos,http://arxiv.org/pdf/0710.1481v1,No journal ref found,none,cs.CL,Summary2146,0712.1529v2,2007-12-01T14:27:12Z,Ontology and Formal Semantics - Integration Overdue,Walid S. Saba,http://arxiv.org/pdf/0712.1529v2,No journal ref found,none,cs.AI,Summary2147,0805.4101v1,2008-05-27T12:16:12Z,Goal-oriented Dialog as a Collaborative Subordinated Activity involving Collective Acceptance,"Sylvie Saget, Marc Guyomard",http://arxiv.org/pdf/0805.4101v1,"Dans Proceedings of the 10th Workshop on the Semantics and the Pragmatics of Dialogue (Brandial 2006) - 10th Workshop on the Semantics and the Pragmatics of Dialogue (Brandial 2006), Potsdam : Allemagne (2006)",none,cs.AI,Summary2148,0808.1211v1,2008-08-08T14:37:45Z,"Commonsense Knowledge, Ontology and Ordinary Language",Walid S. Saba,http://arxiv.org/pdf/0808.1211v1,No journal ref found,none,cs.AI,Summary2149,0911.1965v1,2009-11-10T19:52:01Z,Active Learning for Mention Detection: A Comparison of Sentence Selection Strategies,"Nitin Madnani, Hongyan Jing, Nanda Kambhatla, Salim Roukos",http://arxiv.org/pdf/0911.1965v1,No journal ref found,none,cs.CL,Summary2150,0912.3747v3,2009-12-18T17:34:45Z,A Survey of Paraphrasing and Textual Entailment Methods,"Ion Androutsopoulos, Prodromos Malakasiotis",http://arxiv.org/pdf/0912.3747v3,"I. Androutsopoulos and P. Malakasiotis, ""A Survey of Paraphrasing and Textual Entailment Methods"". Journal of Artificial Intelligence Research, 38:135-187, 2010",none,cs.CL,Summary2151,1006.1930v1,2010-06-10T00:39:33Z,The Pet-Fish problem on the World-Wide Web,"Diederik Aerts, Marek Czachor, Bart DHooghe, Sandro Sozzo",http://arxiv.org/pdf/1006.1930v1,"Proceedings of the AAAI Fall Symposium (FS-10-08), Quantum Informatics for Cognitive, Social, and Semantic Processes, pp. 17-21, (2010)",none,cs.AI,Summary2152,1012.2042v1,2010-12-09T16:15:34Z,MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report),"George Giannakopoulos, George Vouros, Vangelis Karkaletsis",http://arxiv.org/pdf/1012.2042v1,No journal ref found,none,cs.CL,Summary2153,1102.5185v1,2011-02-25T08:13:10Z,Universal Higher Order Grammar,Victor Gluzberg,http://arxiv.org/pdf/1102.5185v1,No journal ref found,none,cs.CL,Summary2154,1106.4571v1,2011-06-22T20:57:18Z,Acquiring Word-Meaning Mappings for Natural Language Interfaces,C. Thompson,http://arxiv.org/pdf/1106.4571v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 1-44, 2003",none,cs.CL,Summary2155,1106.4862v1,2011-06-24T00:55:35Z,Translation of Pronominal Anaphora between English and Spanish: Discrepancies and Evaluation,"A. Ferrandez, J. Peral",http://arxiv.org/pdf/1106.4862v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 117-147, 2003",none,cs.CL,Summary2156,1108.5016v1,2011-08-25T06:07:06Z,Une analyse basée sur la S-DRT pour la modélisation de dialogues pathologiques,"Maxime Amblard, Musiol Michel, Rebuschi Manuel",http://arxiv.org/pdf/1108.5016v1,No journal ref found,none,cs.CL,Summary2157,1108.5567v1,2011-08-29T14:27:04Z,Parsing Combinatory Categorial Grammar with Answer Set Programming: Preliminary Report,"Yuliya Lierler, Peter Schüller",http://arxiv.org/pdf/1108.5567v1,No journal ref found,none,cs.AI,Summary2158,1110.1391v1,2011-10-06T20:48:58Z,A Comparison of Different Machine Transliteration Models,"K. Choi, H. Isahara, J. Oh",http://arxiv.org/pdf/1110.1391v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 119-151, 2006",none,cs.CL,Summary2159,1110.1394v1,2011-10-06T20:55:54Z,Learning Sentence-internal Temporal Relations,"M. Lapata, A. Lascarides",http://arxiv.org/pdf/1110.1394v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 85-117, 2006",none,cs.CL,Summary2160,1201.2719v3,2012-01-13T01:00:41Z,"Ultrametric Model of Mind, II: Application to Text Content Analysis",Fionn Murtagh,http://arxiv.org/pdf/1201.2719v3,"p-Adic Numbers, Ultrametric Analysis and Applications, 4, 207-221, 2012",none,cs.AI,Summary2161,1206.3293v1,2012-06-13T15:52:10Z,Propagation using Chain Event Graphs,"Peter Thwaites, Jim Q. Smith, Robert G. Cowell",http://arxiv.org/pdf/1206.3293v1,No journal ref found,none,cs.AI,Summary2162,1206.5384v1,2012-06-23T12:19:38Z,Keyphrase Based Arabic Summarizer (KPAS),"Tarek El-Shishtawy, Fatma El-Ghannam",http://arxiv.org/pdf/1206.5384v1,No journal ref found,none,cs.CL,Summary2163,1206.6735v1,2012-06-28T15:43:57Z,Elimination of Spurious Ambiguity in Transition-Based Dependency Parsing,"Shay B. Cohen, Carlos Gómez-Rodríguez, Giorgio Satta",http://arxiv.org/pdf/1206.6735v1,No journal ref found,none,cs.CL,Summary2164,1212.0229v1,2012-12-02T18:06:57Z,Simplification and integration in computing and cognition: the SP theory and the multiple alignment concept,James Gerard Wolff,http://arxiv.org/pdf/1212.0229v1,No journal ref found,none,cs.AI,Summary2165,1212.6527v1,2012-12-28T15:39:46Z,Discovering Basic Emotion Sets via Semantic Clustering on a Twitter Corpus,Eugene Yuta Bann,http://arxiv.org/pdf/1212.6527v1,No journal ref found,none,cs.AI,Summary2166,0708.2303v2,2007-08-17T01:15:11Z,Compositional Semantics Grounded in Commonsense Metaphysics,Walid S. Saba,http://arxiv.org/pdf/0708.2303v2,No journal ref found,none,cs.AI,Summary2167,0910.5410v1,2009-10-28T16:58:27Z,The Uned systems at Senseval-2,"David Fernandez-Amoros, Julio Gonzalo, Felisa Verdejo",http://arxiv.org/pdf/0910.5410v1,"In Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems (SENSEVAL), Toulouse 2002",none,cs.CL,Summary2168,0910.5419v1,2009-10-28T17:03:00Z,Word Sense Disambiguation Based on Mutual Information and Syntactic Patterns,David Fernandez-Amoros,http://arxiv.org/pdf/0910.5419v1,"In proceedings of the Third International Workshop on Evaluating Word Sense Disambiguation Systems (SENSEVAL) 2004, Barcelona",none,cs.CL,Summary2169,0910.5682v1,2009-10-29T17:19:01Z,Word Sense Disambiguation Using English-Spanish Aligned Phrases over Comparable Corpora,David Fernandez-Amoros,http://arxiv.org/pdf/0910.5682v1,No journal ref found,none,cs.CL,Summary2170,1104.4950v1,2011-04-26T15:36:47Z,A Machine Learning Based Analytical Framework for Semantic Annotation Requirements,"Hamed Hassanzadeh, MohammadReza Keyvanpour",http://arxiv.org/pdf/1104.4950v1,"International Journal of Web & Semantic Technology (IJWesT), Vol. 2, No. 2, pp. 27-38, Aprill 2011",none,cs.AI,Summary2171,1111.7190v3,2011-11-29T15:30:24Z,Developing Embodied Multisensory Dialogue Agents,Michał B. Paradowski,http://arxiv.org/pdf/1111.7190v3,No journal ref found,none,cs.AI,Summary2172,1204.5316v1,2012-04-24T09:13:59Z,ILexicOn: toward an ECD-compliant interlingual lexical ontology described with semantic web formalisms,"Maxime Lefrançois, Fabien Gandon",http://arxiv.org/pdf/1204.5316v1,MTT - 5th International Conference on Meaning-Text Theory - 2011 (2011) 155-164,none,cs.CL,Summary2173,1211.0418v1,2012-11-02T11:09:44Z,Verbalizing Ontologies in Controlled Baltic Languages,"Normunds Grūzītis, Gunta Nešpore, Baiba Saulīte",http://arxiv.org/pdf/1211.0418v1,"Human Language Technologies - The Baltic Perspective, Frontiers in Artificial Intelligence and Applications, Vol. 219, IOS Press, 2010, pp. 187-194",none,cs.CL,Summary2174,1211.2290v1,2012-11-10T05:12:31Z,Dating Texts without Explicit Temporal Cues,"Abhimanu Kumar, Jason Baldridge, Matthew Lease, Joydeep Ghosh",http://arxiv.org/pdf/1211.2290v1,No journal ref found,none,cs.CL,Summary2175,1211.4488v1,2012-11-19T16:38:32Z,A Rule-Based Approach For Aligning Japanese-Spanish Sentences From A Comparable Corpora,"Jessica C. Ramírez, Yuji Matsumoto",http://arxiv.org/pdf/1211.4488v1,No journal ref found,none,cs.CL,Summary2176,1301.0570v1,2012-12-12T15:56:22Z,Reduction of Maximum Entropy Models to Hidden Markov Models,Joshua Goodman,http://arxiv.org/pdf/1301.0570v1,No journal ref found,none,cs.AI,Summary2177,1301.1950v1,2013-01-09T19:17:31Z,Syntactic Analysis Based on Morphological Characteristic Features of the Romanian Language,Bogdan Patrut,http://arxiv.org/pdf/1301.1950v1,No journal ref found,none,cs.CL,Summary2178,1301.2811v3,2013-01-13T19:33:31Z,Cutting Recursive Autoencoder Trees,"Christian Scheible, Hinrich Schuetze",http://arxiv.org/pdf/1301.2811v3,No journal ref found,none,cs.CL,Summary2179,1304.0715v1,2013-03-31T22:17:19Z,A cookbook of translating English to Xapi,Ladislau Bölöni,http://arxiv.org/pdf/1304.0715v1,No journal ref found,none,cs.AI,Summary2180,1304.3092v1,2013-03-27T19:52:35Z,Imprecise Meanings as a Cause of Uncertainty in Medical Knowledge-Based Systems,Steven J. Henkind,http://arxiv.org/pdf/1304.3092v1,No journal ref found,none,cs.AI,Summary2181,1304.3879v1,2013-04-14T05:52:11Z,Automatic case acquisition from texts for process-oriented case-based reasoning,"Valmi Dufour-Lussier, Florence Le Ber, Jean Lieber, Emmanuel Nauer",http://arxiv.org/pdf/1304.3879v1,Information Systems (2012),none,cs.AI,Summary2182,1304.7507v1,2013-04-28T19:30:11Z,Measuring Cultural Relativity of Emotional Valence and Arousal using Semantic Clustering and Twitter,"Eugene Yuta Bann, Joanna J. Bryson",http://arxiv.org/pdf/1304.7507v1,No journal ref found,none,cs.CL,Summary2183,1310.1597v1,2013-10-06T16:34:30Z,Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning,"Mengqiu Wang, Christopher D. Manning",http://arxiv.org/pdf/1310.1597v1,No journal ref found,none,cs.CL,Summary2184,1312.6947v2,2013-12-25T09:17:28Z,Formal Ontology Learning on Factual IS-A Corpus in English using Description Logics,"Sourish Dasgupta, Ankur Padia, Kushal Shah, Prasenjit Majumder",http://arxiv.org/pdf/1312.6947v2,No journal ref found,none,cs.CL,Summary2185,1312.6948v1,2013-12-25T09:23:49Z,Description Logics based Formalization of Wh-Queries,"Sourish Dasgupta, Rupali KaPatel, Ankur Padia, Kushal Shah",http://arxiv.org/pdf/1312.6948v1,No journal ref found,none,cs.CL,Summary2186,1401.0708v1,2014-01-03T20:17:47Z,Quantitative methods for Phylogenetic Inference in Historical Linguistics: An experimental case study of South Central Dravidian,"Taraka Rama, Sudheer Kolachina, Lakshmi Bai B",http://arxiv.org/pdf/1401.0708v1,"Indian Linguistics, Volume 70, 2009",none,cs.CL,Summary2187,1401.4603v1,2014-01-18T21:09:42Z,Semantic Similarity Measures Applied to an Ontology for Human-Like Interaction,"Esperanza Albacete, Javier Calle, Elena Castro, Dolores Cuadra",http://arxiv.org/pdf/1401.4603v1,"Journal Of Artificial Intelligence Research, Volume 44, pages 397-421, 2012",none,cs.AI,Summary2188,1401.4869v1,2014-01-20T11:49:11Z,Does Syntactic Knowledge help English-Hindi SMT?,"Taraka Rama, Karthik Gali, Avinesh PVS",http://arxiv.org/pdf/1401.4869v1,No journal ref found,none,cs.CL,Summary2189,1405.0941v1,2014-05-05T16:03:04Z,Towards a Benchmark of Natural Language Arguments,"Elena Cabrio, Serena Villata",http://arxiv.org/pdf/1405.0941v1,Proceedings of the 15th International Workshop on Non-Monotonic Reasoning (NMR 2014),none,cs.AI,Summary2190,1405.3539v3,2014-05-14T15:29:48Z,Pattern Recognition in Narrative: Tracking Emotional Expression in Context,"Fionn Murtagh, Adam Ganz",http://arxiv.org/pdf/1405.3539v3,"Journal of Data Mining & Digital Humanities, 2015 (May 26, 2015) jdmdh:647",none,cs.AI,Summary2191,1405.4392v1,2014-05-17T13:29:13Z,Thats sick dude!: Automatic identification of word sense change across different timescales,"Sunny Mitra, Ritwik Mitra, Martin Riedl, Chris Biemann, Animesh Mukherjee, Pawan Goyal",http://arxiv.org/pdf/1405.4392v1,No journal ref found,none,cs.CL,Summary2192,1405.5208v1,2014-01-23T02:50:15Z,A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing,"Alexander M. Rush, Michael Collins",http://arxiv.org/pdf/1405.5208v1,"Journal Of Artificial Intelligence Research, Volume 45, pages 305-362, 2012",none,cs.CL,Summary2193,1405.6164v1,2014-04-24T02:47:37Z,Generating Natural Language Descriptions from OWL Ontologies: the NaturalOWL System,"Ion Androutsopoulos, Gerasimos Lampouras, Dimitrios Galanis",http://arxiv.org/pdf/1405.6164v1,"Journal Of Artificial Intelligence Research, Volume 48, pages 671-715, 2013",none,cs.CL,Summary2194,1408.0016v1,2014-06-27T01:00:59Z,Architecture of a Web-based Predictive Editor for Controlled Natural Language Processing,"Stephen Guy, Rolf Schwitter",http://arxiv.org/pdf/1408.0016v1,No journal ref found,none,cs.CL,Summary2195,1408.2466v1,2014-07-15T02:20:23Z,Controlled Natural Language Processing as Answer Set Programming: an Experiment,Rolf Schwitter,http://arxiv.org/pdf/1408.2466v1,No journal ref found,none,cs.CL,Summary2196,1501.01252v1,2015-01-06T17:58:43Z,Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums,"Mayeul Mathias, Assema Moussa, Fen Zhou, Juan-Manuel Torres-Moreno, Marie-Sylvie Poli, Didier Josselin, Marc El-Bèze, Andréa Carneiro Linhares, Francoise Rigat",http://arxiv.org/pdf/1501.01252v1,No journal ref found,none,cs.AI,Summary2197,1505.01757v1,2015-05-07T16:03:02Z,Contextual Analysis for Middle Eastern Languages with Hidden Markov Models,Kazem Taghva,http://arxiv.org/pdf/1505.01757v1,"International Journal on Natural Language Computing, vol. 4, No. 4, August 2015, pp. 1-11",none,cs.CL,Summary2198,1101.4479v1,2011-01-24T09:52:39Z,A Context-theoretic Framework for Compositionality in Distributional Semantics,Daoud Clarke,http://arxiv.org/pdf/1101.4479v1,No journal ref found,none,cs.CL,Summary2199,1203.3227v1,2012-03-14T22:06:42Z,Generalisation of language and knowledge models for corpus analysis,Anton Loss,http://arxiv.org/pdf/1203.3227v1,No journal ref found,none,cs.AI,Summary2200,1207.2265v1,2012-07-10T08:48:13Z,Challenges for Distributional Compositional Semantics,Daoud Clarke,http://arxiv.org/pdf/1207.2265v1,No journal ref found,none,cs.CL,Summary2201,1210.0252v2,2012-09-30T22:55:45Z,A Linguistic Model for Terminology Extraction based Conditional Random Fields,"Fethi Fkih, Mohamed Nazih Omri, Imen Toumia",http://arxiv.org/pdf/1210.0252v2,No journal ref found,none,cs.CL,Summary2202,1210.0794v1,2012-10-02T14:56:07Z,A Semantic Approach for Automatic Structuring and Analysis of Software Process Patterns,"Nahla Jlaiel, Khouloud Madhbouh, Mohamed Ben Ahmed",http://arxiv.org/pdf/1210.0794v1,"Nahla Jlaiel, Khouloud Madhbouh and Mohamed Ben Ahmed. Article: A Semantic Approach for Automatic Structuring and Analysis of Software Process Patterns. International Journal of Computer Applications 54(15):24-31, September 2012",none,cs.AI,Summary2203,1210.3634v1,2012-10-12T20:55:39Z,Quick Summary,Robert Wahlstedt,http://arxiv.org/pdf/1210.3634v1,No journal ref found,none,cs.CL,Summary2204,1210.4854v1,2012-10-16T17:37:21Z,Semantic Understanding of Professional Soccer Commentaries,"Hannaneh Hajishirzi, Mohammad Rastegari, Ali Farhadi, Jessica K. Hodgins",http://arxiv.org/pdf/1210.4854v1,No journal ref found,none,cs.CL,Summary2205,1303.1232v1,2013-03-06T01:30:58Z,Japanese-Spanish Thesaurus Construction Using English as a Pivot,"Jessica Ramírez, Masayuki Asahara, Yuji Matsumoto",http://arxiv.org/pdf/1303.1232v1,"In Proceeding of The Third International Joint Conference on Natural Language Processing (IJCNLP-08), Hyderabad, India. pages 473-480, 2008",none,cs.CL,Summary2206,1306.2268v1,2013-06-07T04:42:02Z,Accomplishable Tasks in Knowledge Representation,"Keehang Kwon, Mi-Young Park",http://arxiv.org/pdf/1306.2268v1,No journal ref found,none,cs.AI,Summary2207,1403.1618v1,2014-03-06T22:57:29Z,Design a Persian Automated Plagiarism Detector (AMZPPD),"Maryam Mahmoodi, Mohammad Mahmoodi Varnamkhasti",http://arxiv.org/pdf/1403.1618v1,"International Journal of Engineering Trends and Technology(IJETT), V8(8),465-467 February 2014",none,cs.AI,Summary2208,1406.0079v1,2014-05-31T14:16:30Z,Bridging the gap between Legal Practitioners and Knowledge Engineers using semi-formal KR,"Shashishekar Ramakrishna, Adrian Paschke",http://arxiv.org/pdf/1406.0079v1,No journal ref found,none,cs.CL,Summary2209,1407.1933v1,2014-07-08T02:53:29Z,Lexpresso: a Controlled Natural Language,Adam Saulwick,http://arxiv.org/pdf/1407.1933v1,No journal ref found,none,cs.CL,Summary2210,1410.5078v1,2014-10-19T14:34:23Z,Learning Vague Concepts for the Semantic Web,"Paolo Pareti, Ewan Klein",http://arxiv.org/pdf/1410.5078v1,No journal ref found,none,cs.AI,Summary2211,1410.8498v2,2014-10-30T19:02:48Z,Training for Fast Sequential Prediction Using Dynamic Feature Selection,"Emma Strubell, Luke Vilnis, Andrew McCallum",http://arxiv.org/pdf/1410.8498v2,No journal ref found,none,cs.CL,Summary2212,1410.8808v1,2014-10-29T15:48:40Z,A Semantic Web of Know-How: Linked Data for Community-Centric Tasks,"Paolo Pareti, Ewan Klein, Adam Barker",http://arxiv.org/pdf/1410.8808v1,No journal ref found,none,cs.AI,Summary2213,1411.0895v1,2014-11-04T13:11:06Z,Tied Probabilistic Linear Discriminant Analysis for Speech Recognition,"Liang Lu, Steve Renals",http://arxiv.org/pdf/1411.0895v1,No journal ref found,none,cs.CL,Summary2214,1411.1999v1,2014-11-07T18:23:00Z,Azhary: An Arabic Lexical Ontology,"Hossam Ishkewy, Hany Harb, Hassan Farahat",http://arxiv.org/pdf/1411.1999v1,No journal ref found,none,cs.AI,Summary2215,1411.2328v1,2014-11-10T05:24:41Z,Modeling Word Relatedness in Latent Dirichlet Allocation,Xun Wang,http://arxiv.org/pdf/1411.2328v1,No journal ref found,none,cs.CL,Summary2216,1411.4109v1,2014-11-15T03:43:01Z,Resolution of Difficult Pronouns Using the ROSS Method,Glenn R. Hofford,http://arxiv.org/pdf/1411.4109v1,No journal ref found,none,cs.CL,Summary2217,1411.4194v1,2014-11-15T22:47:35Z,ROSS Users Guide and Reference Manual (Version 1.0),Glenn R. Hofford,http://arxiv.org/pdf/1411.4194v1,No journal ref found,none,cs.AI,Summary2218,1411.4618v1,2014-11-17T20:15:00Z,Relations World: A Possibilistic Graphical Model,"Christopher J. C. Burges, Erin Renshaw, Andrzej Pastusiak",http://arxiv.org/pdf/1411.4618v1,No journal ref found,none,cs.CL,Summary2219,1411.4825v1,2014-11-18T12:37:00Z,Cognitive Systems and Question Answering,"Ulrich Furbach, Claudia Schon, Frieder Stolzenburg",http://arxiv.org/pdf/1411.4825v1,"Industrie 4.0 Management, 31(1):29-32, 2015",none,cs.AI,Summary2220,1411.4925v1,2014-11-18T17:35:59Z,Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data,"A. Ramos-Soto, A. Bugarín, S. Barro, J. Taboada",http://arxiv.org/pdf/1411.4925v1,No journal ref found,none,cs.AI,Summary2221,1502.03322v1,2015-02-11T14:45:41Z,Boost Phrase-level Polarity Labelling with Review-level Sentiment Classification,"Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma",http://arxiv.org/pdf/1502.03322v1,No journal ref found,none,cs.CL,Summary2222,1503.00185v5,2015-02-28T21:39:31Z,When Are Tree Structures Necessary for Deep Learning of Representations?,"Jiwei Li, Minh-Thang Luong, Dan Jurafsky, Eudard Hovy",http://arxiv.org/pdf/1503.00185v5,No journal ref found,none,cs.AI,Summary2223,1503.08155v1,2015-03-27T17:13:03Z,Learning Embedding Representations for Knowledge Inference on Imperfect and Incomplete Repositories,"Miao Fan, Qiang Zhou, Thomas Fang Zheng",http://arxiv.org/pdf/1503.08155v1,No journal ref found,none,cs.AI,Summary2224,1504.01684v1,2015-04-07T17:50:31Z,Large Margin Nearest Neighbor Embedding for Knowledge Representation,"Miao Fan, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman",http://arxiv.org/pdf/1504.01684v1,No journal ref found,none,cs.AI,Summary2225,1504.02059v1,2015-04-08T18:12:07Z,Supporting Language Learners with the Meanings Of Closed Class Items,"Hayat Alrefaie, Allan Ramsay",http://arxiv.org/pdf/1504.02059v1,No journal ref found,none,cs.AI,Summary2226,1504.03659v1,2015-04-14T18:48:58Z,Temporal ordering of clinical events,Azad Dehghan,http://arxiv.org/pdf/1504.03659v1,No journal ref found,none,cs.CL,Summary2227,1504.04716v1,2015-04-18T13:28:59Z,Gap Analysis of Natural Language Processing Systems with respect to Linguistic Modality,Vishal Shukla,http://arxiv.org/pdf/1504.04716v1,No journal ref found,none,cs.CL,Summary2228,1504.06078v1,2015-04-23T08:28:01Z,x.ent: R Package for Entities and Relations Extraction based on Unsupervised Learning and Document Structure,"Nicolas Turenne, Tien Phan",http://arxiv.org/pdf/1504.06078v1,No journal ref found,none,cs.CL,Summary2229,1504.06665v2,2015-04-24T23:24:10Z,Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation,"Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May",http://arxiv.org/pdf/1504.06665v2,No journal ref found,none,cs.CL,Summary2230,1504.07324v1,2015-04-28T01:34:33Z,Reader-Aware Multi-Document Summarization via Sparse Coding,"Piji Li, Lidong Bing, Wai Lam, Hang Li, Yi Liao",http://arxiv.org/pdf/1504.07324v1,No journal ref found,none,cs.CL,Summary2231,1504.08050v1,2015-04-30T00:35:32Z,Detecting Concept-level Emotion Cause in Microblogging,"Shuangyong Song, Yao Meng",http://arxiv.org/pdf/1504.08050v1,No journal ref found,none,cs.CL,Summary2232,1506.00301v1,2015-05-31T22:56:43Z,Interactive Knowledge Base Population,"Travis Wolfe, Mark Dredze, James Mayfield, Paul McNamee, Craig Harman, Tim Finin, Benjamin Van Durme",http://arxiv.org/pdf/1506.00301v1,No journal ref found,none,cs.AI,Summary2233,1506.01597v2,2015-06-04T14:04:10Z,Abstractive Multi-Document Summarization via Phrase Selection and Merging,"Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo, Rebecca J. Passonneau",http://arxiv.org/pdf/1506.01597v2,No journal ref found,none,cs.CL,Summary2234,1506.02922v1,2015-06-09T14:17:06Z,An Ensemble method for Content Selection for Data-to-text Systems,"Dimitra Gkatzia, Helen Hastie",http://arxiv.org/pdf/1506.02922v1,No journal ref found,none,cs.CL,Summary2235,1506.04365v1,2015-06-14T09:18:36Z,Leveraging Word Embeddings for Spoken Document Summarization,"Kuan-Yu Chen, Shih-Hung Liu, Hsin-Min Wang, Berlin Chen, Hsin-Hsi Chen",http://arxiv.org/pdf/1506.04365v1,No journal ref found,none,cs.CL,Summary2236,1506.08941v2,2015-06-30T05:51:11Z,Language Understanding for Text-based Games Using Deep Reinforcement Learning,"Karthik Narasimhan, Tejas Kulkarni, Regina Barzilay",http://arxiv.org/pdf/1506.08941v2,No journal ref found,none,cs.CL,Summary2237,1507.02086v1,2015-07-08T10:04:14Z,The Role of Pragmatics in Legal Norm Representation,"Shashishekar Ramakrishna, Lukasz Gorski, Adrian Paschke",http://arxiv.org/pdf/1507.02086v1,No journal ref found,none,cs.CL,Summary2238,1507.03045v1,2015-07-10T23:17:53Z,Markov Logic Networks for Natural Language Question Answering,"Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark, Oren Etzioni",http://arxiv.org/pdf/1507.03045v1,No journal ref found,none,cs.AI,Summary2239,1507.06837v1,2015-07-24T13:21:59Z,YARBUS : Yet Another Rule Based belief Update System,"Jeremy Fix, Herve Frezza-buet",http://arxiv.org/pdf/1507.06837v1,No journal ref found,none,cs.CL,Summary2240,1508.04112v2,2015-08-17T19:02:45Z,"Molding CNNs for text: non-linear, non-consecutive convolutions","Tao Lei, Regina Barzilay, Tommi Jaakkola",http://arxiv.org/pdf/1508.04112v2,No journal ref found,none,cs.CL,Summary2241,1509.00685v2,2015-09-02T13:20:40Z,A Neural Attention Model for Abstractive Sentence Summarization,"Alexander M. Rush, Sumit Chopra, Jason Weston",http://arxiv.org/pdf/1509.00685v2,No journal ref found,none,cs.CL,Summary2242,1509.01023v1,2015-09-03T10:21:16Z,Generating Weather Forecast Texts with Case Based Reasoning,Ibrahim Adeyanju,http://arxiv.org/pdf/1509.01023v1,International Journal of Computer Applications 45(10) (2012) 35-40,none,cs.AI,Summary2243,1509.01599v2,2015-09-04T20:28:12Z,Better Document-level Sentiment Analysis from RST Discourse Parsing,"Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein",http://arxiv.org/pdf/1509.01599v2,No journal ref found,none,cs.CL,Summary2244,1509.05209v1,2015-09-17T11:20:35Z,Extraction of evidence tables from abstracts of randomized clinical trials using a maximum entropy classifier and global constraints,"Antonio Trenta, Anthony Hunter, Sebastian Riedel",http://arxiv.org/pdf/1509.05209v1,No journal ref found,none,cs.CL,Summary2245,1511.02436v2,2015-11-08T03:45:49Z,Learning Linguistic Biomarkers for Predicting Mild Cognitive Impairment using Compound Skip-grams,"Sylvester Olubolu Orimaye, Kah Yee Tai, Jojo Sze-Meng Wong, Chee Piau Wong",http://arxiv.org/pdf/1511.02436v2,No journal ref found,none,cs.CL,Summary2246,1511.02669v1,2015-11-09T13:21:02Z,Enacting textual entailment and ontologies for automated essay grading in chemical domain,"Adrian Groza, Roxana Szabo",http://arxiv.org/pdf/1511.02669v1,No journal ref found,none,cs.AI,Summary2247,1511.04646v2,2015-11-15T02:59:22Z,Word Embedding based Correlation Model for Question/Answer Matching,"Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong",http://arxiv.org/pdf/1511.04646v2,No journal ref found,none,cs.CL,Summary2248,1511.06438v1,2015-11-19T22:58:10Z,Joint Word Representation Learning using a Corpus and a Semantic Lexicon,"Danushka Bollegala, Alsuhaibani Mohammed, Takanori Maehara, Ken-ichi Kawarabayashi",http://arxiv.org/pdf/1511.06438v1,Proceedings of the AAAI 2016,none,cs.CL,Summary2249,1511.06995v1,2015-11-22T11:28:26Z,Non-Sentential Utterances in Dialogue: Experiments in Classification and Interpretation,Paolo Dragone,http://arxiv.org/pdf/1511.06995v1,No journal ref found,none,cs.CL,Summary2250,1511.08130v2,2015-11-25T17:32:18Z,A Roadmap towards Machine Intelligence,"Tomas Mikolov, Armand Joulin, Marco Baroni",http://arxiv.org/pdf/1511.08130v2,No journal ref found,none,cs.AI,Summary2251,1511.08952v1,2015-11-29T00:49:13Z,Bootstrapping Ternary Relation Extractors,Ndapandula Nakashole,http://arxiv.org/pdf/1511.08952v1,No journal ref found,none,cs.CL,Summary2252,1511.09376v1,2015-11-30T16:32:58Z,Modeling Dynamic Relationships Between Characters in Literary Novels,"Snigdha Chaturvedi, Shashank Srivastava, Hal Daume III, Chris Dyer",http://arxiv.org/pdf/1511.09376v1,No journal ref found,none,cs.CL,Summary2253,1511.09460v1,2015-11-30T20:37:03Z,"Ask, and shall you receive?: Understanding Desire Fulfillment in Natural Language Text","Snigdha Chaturvedi, Dan Goldwasser, Hal Daume III",http://arxiv.org/pdf/1511.09460v1,No journal ref found,none,cs.AI,Summary2254,1512.01370v1,2015-12-04T11:09:55Z,Locally Adaptive Translation for Knowledge Graph Embedding,"Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng",http://arxiv.org/pdf/1512.01370v1,No journal ref found,none,cs.AI,Summary2255,1601.00372v2,2016-01-04T03:04:05Z,Mutual Information and Diverse Decoding Improve Neural Machine Translation,"Jiwei Li, Dan Jurafsky",http://arxiv.org/pdf/1601.00372v2,No journal ref found,none,cs.CL,Summary2256,1601.00901v1,2016-01-05T16:56:28Z,Joint learning of ontology and semantic parser from text,"Janez Starc, Dunja Mladenić",http://arxiv.org/pdf/1601.00901v1,No journal ref found,none,cs.AI,Summary2257,1601.05403v1,2016-01-20T20:37:47Z,Semantic Word Clusters Using Signed Normalized Graph Cuts,"João Sedoc, Jean Gallier, Lyle Ungar, Dean Foster",http://arxiv.org/pdf/1601.05403v1,No journal ref found,none,cs.CL,Summary2258,1601.06738v1,2016-01-25T19:38:37Z,A Label Semantics Approach to Linguistic Hedges,"Martha Lewis, Jonathan Lawry",http://arxiv.org/pdf/1601.06738v1,No journal ref found,none,cs.AI,Summary2259,1602.00515v2,2016-02-01T13:27:34Z,Marvin: Semantic annotation using multiple knowledge sources,Nikola Milosevic,http://arxiv.org/pdf/1602.00515v2,No journal ref found,none,cs.AI,Summary2260,1602.01576v1,2016-02-04T07:53:11Z,A Factorized Recurrent Neural Network based architecture for medium to large vocabulary Language Modelling,Anantharaman Palacode Narayana Iyer,http://arxiv.org/pdf/1602.01576v1,No journal ref found,none,cs.CL,Summary2261,1602.02089v1,2016-02-05T16:40:44Z,Harmonic Grammar in a DisCo Model of Meaning,"Martha Lewis, Bob Coecke",http://arxiv.org/pdf/1602.02089v1,No journal ref found,none,cs.AI,Summary2262,1602.05292v1,2016-02-17T04:06:28Z,Authorship Attribution Using a Neural Network Language Model,"Zhenhao Ge, Yufang Sun, Mark J. T. Smith",http://arxiv.org/pdf/1602.05292v1,No journal ref found,none,cs.CL,Summary2263,1602.05765v1,2016-02-18T11:37:50Z,Entity Embeddings with Conceptual Subspaces as a Basis for Plausible Reasoning,"Shoaib Jameel, Steven Schockaert",http://arxiv.org/pdf/1602.05765v1,No journal ref found,none,cs.AI,Summary2264,1602.06359v1,2016-02-20T02:55:11Z,Text Matching as Image Recognition,"Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng",http://arxiv.org/pdf/1602.06359v1,No journal ref found,none,cs.CL,Summary2265,1602.06979v1,2016-02-22T21:47:43Z,Empath: Understanding Topic Signals in Large-Scale Text,"Ethan Fast, Binbin Chen, Michael Bernstein",http://arxiv.org/pdf/1602.06979v1,No journal ref found,none,cs.CL,Summary2266,1602.07563v2,2016-02-24T15:34:22Z,Multilingual Twitter Sentiment Classification: The Role of Human Annotators,"Igor Mozetic, Miha Grcar, Jasmina Smailovic",http://arxiv.org/pdf/1602.07563v2,"PLoS ONE 11(5): e0155036, 2016",none,cs.CL,Summary2267,1603.01595v1,2016-03-04T20:04:31Z,Sentiment Analysis in Scholarly Book Reviews,"Hussam Hamdan, Patrice Bellot, Frederic Bechet",http://arxiv.org/pdf/1603.01595v1,No journal ref found,none,cs.CL,Summary2268,1603.03112v1,2016-03-10T00:33:28Z,"Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre)","Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji",http://arxiv.org/pdf/1603.03112v1,No journal ref found,none,cs.CL,Summary2269,1603.06677v1,2016-03-22T05:07:16Z,Learning Executable Semantic Parsers for Natural Language Understanding,Percy Liang,http://arxiv.org/pdf/1603.06677v1,No journal ref found,none,cs.CL,Summary2270,1603.09727v1,2016-03-31T19:16:54Z,Neural Language Correction with Character-Based Attention,"Ziang Xie, Anand Avati, Naveen Arivazhagan, Dan Jurafsky, Andrew Y. Ng",http://arxiv.org/pdf/1603.09727v1,No journal ref found,none,cs.CL,Summary2271,1604.01696v1,2016-04-06T17:15:10Z,A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories,"Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James Allen",http://arxiv.org/pdf/1604.01696v1,No journal ref found,none,cs.CL,Summary2272,1604.03318v1,2016-04-12T09:27:00Z,Applying Ontological Modeling on Quranic Nature Domain,"A. B. M. Shamsuzzaman Sadi, Towfique Anam, Mohamed Abdirazak, Abdillahi Hasan Adnan, Sazid Zaman Khan, Mohamed Mahmudur Rahman, Ghassan Samara",http://arxiv.org/pdf/1604.03318v1,No journal ref found,none,cs.AI,Summary2273,1604.06076v1,2016-04-20T19:48:07Z,Question Answering via Integer Programming over Semi-Structured Knowledge,"Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Peter Clark, Oren Etzioni, Dan Roth",http://arxiv.org/pdf/1604.06076v1,No journal ref found,none,cs.AI,Summary2274,1604.08781v2,2016-04-29T11:36:25Z,Teaching natural language to computers,"Joseph Corneli, Miriam Corneli",http://arxiv.org/pdf/1604.08781v2,No journal ref found,none,cs.CL,Summary2275,1605.01652v1,2016-05-05T17:00:44Z,LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues,"Phong Le, Marc Dymetman, Jean-Michel Renders",http://arxiv.org/pdf/1605.01652v1,No journal ref found,none,cs.AI,Summary2276,1605.05303v1,2016-05-17T19:45:49Z,Fuzzy Sets Across the Natural Language Generation Pipeline,"A. Ramos-Soto, A. Bugarín, S. Barro",http://arxiv.org/pdf/1605.05303v1,No journal ref found,none,cs.AI,Summary2277,1605.05433v2,2016-05-18T04:10:41Z,Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment,"Stephen Roller, Katrin Erk",http://arxiv.org/pdf/1605.05433v2,No journal ref found,none,cs.CL,Summary2278,1605.06319v1,2016-05-20T12:20:27Z,As Cool as a Cucumber: Towards a Corpus of Contemporary Similes in Serbian,"Nikola Milosevic, Goran Nenadic",http://arxiv.org/pdf/1605.06319v1,No journal ref found,none,cs.CL,Summary2279,1606.02447v1,2016-06-08T08:27:09Z,Learning Language Games through Interaction,"Sida I. Wang, Percy Liang, Christopher D. Manning",http://arxiv.org/pdf/1606.02447v1,No journal ref found,none,cs.CL,Summary2280,1606.02562v1,2016-06-08T14:08:21Z,DialPort: Connecting the Spoken Dialog Research Community to Real User Data,"Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi",http://arxiv.org/pdf/1606.02562v1,No journal ref found,none,cs.AI,Summary2281,1606.02858v2,2016-06-09T08:19:16Z,A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task,"Danqi Chen, Jason Bolton, Christopher D. Manning",http://arxiv.org/pdf/1606.02858v2,No journal ref found,none,cs.CL,Summary2282,1606.03152v4,2016-06-10T01:02:19Z,Policy Networks with Two-Stage Training for Dialogue Systems,"Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman",http://arxiv.org/pdf/1606.03152v4,"Proceedings of the SIGDIAL 2016 Conference, pages 101--110, Los Angeles, USA, 13-15 September 2016. Association for Computational Linguistics",none,cs.CL,Summary2283,1606.03254v2,2016-06-10T10:12:13Z,Natural Language Generation enhances human decision-making with uncertain information,"Dimitra Gkatzia, Oliver Lemon, Verena Rieser",http://arxiv.org/pdf/1606.03254v2,No journal ref found,none,cs.CL,Summary2284,1606.03402v2,2016-06-10T17:30:46Z,Length bias in Encoder Decoder Models and a Case for Global Conditioning,"Pavel Sountsov, Sunita Sarawagi",http://arxiv.org/pdf/1606.03402v2,No journal ref found,none,cs.AI,Summary2285,1606.03568v2,2016-06-11T08:12:02Z,Word Sense Disambiguation using a Bidirectional LSTM,"Mikael Kågebäck, Hans Salomonsson",http://arxiv.org/pdf/1606.03568v2,No journal ref found,none,cs.CL,Summary2286,1606.03784v1,2016-06-13T00:12:49Z,MITRE at SemEval-2016 Task 6: Transfer Learning for Stance Detection,"Guido Zarrella, Amy Marsh",http://arxiv.org/pdf/1606.03784v1,No journal ref found,none,cs.AI,Summary2287,1606.04686v1,2016-06-15T09:05:56Z,Natural Language Generation as Planning under Uncertainty Using Reinforcement Learning,"Verena Rieser, Oliver Lemon",http://arxiv.org/pdf/1606.04686v1,No journal ref found,none,cs.CL,Summary2288,1606.05611v2,2016-06-17T17:52:31Z,Data-driven HR - Résumé Analysis Based on Natural Language Processing and Machine Learning,"Tim Zimmermann, Leo Kotschenreuther, Karsten Schmidt",http://arxiv.org/pdf/1606.05611v2,No journal ref found,none,cs.CL,Summary2289,1606.06461v2,2016-06-21T07:54:35Z,Neighborhood Mixture Model for Knowledge Base Completion,"Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson",http://arxiv.org/pdf/1606.06461v2,No journal ref found,none,cs.CL,Summary2290,1606.06900v2,2016-06-22T11:07:43Z,Inferring Logical Forms From Denotations,"Panupong Pasupat, Percy Liang",http://arxiv.org/pdf/1606.06900v2,No journal ref found,none,cs.CL,Summary2291,1606.07955v1,2016-06-25T20:04:42Z,X575: writing rengas with web services,"Daniel Winterstein, Joseph Corneli",http://arxiv.org/pdf/1606.07955v1,No journal ref found,none,cs.AI,Summary2292,1606.08140v2,2016-06-27T06:50:10Z,STransE: a novel embedding model of entities and relationships in knowledge bases,"Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson",http://arxiv.org/pdf/1606.08140v2,No journal ref found,none,cs.CL,Summary2293,1606.08954v1,2016-06-29T05:01:56Z,"Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs","Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1606.08954v1,No journal ref found,none,cs.CL,Summary2294,1606.09403v1,2016-06-30T09:18:53Z,Learning Crosslingual Word Embeddings without Bilingual Corpora,"Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn",http://arxiv.org/pdf/1606.09403v1,No journal ref found,none,cs.CL,Summary2295,1607.00186v1,2016-07-01T10:01:11Z,"Throwing fuel on the embers: Probability or Dichotomy, Cognitive or Linguistic?",David M. W. Powers,http://arxiv.org/pdf/1607.00186v1,No journal ref found,none,cs.CL,Summary2296,1607.00976v2,2016-07-04T18:04:18Z,Modelling Context with User Embeddings for Sarcasm Detection in Social Media,"Silvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho Mário J. Silva",http://arxiv.org/pdf/1607.00976v2,No journal ref found,none,cs.CL,Summary2297,1607.00992v1,2016-07-04T19:02:47Z,Generic Statistical Relational Entity Resolution in Knowledge Graphs,"Jay Pujara, Lise Getoor",http://arxiv.org/pdf/1607.00992v1,"In the Sixth International Workshop on Statistical Relational AI, 2016",none,cs.AI,Summary2298,1607.01490v1,2016-07-06T06:58:31Z,Towards Self-explanatory Ontology Visualization with Contextual Verbalization,"Renārs Liepiņš, Uldis Bojārs, Normunds Grūzītis, Kārlis Čerāns, Edgars Celms",http://arxiv.org/pdf/1607.01490v1,"Databases and Information Systems, Communications in Computer and Information Science, Vol. 615, Springer, 2016, pp. 3-17",none,cs.AI,Summary2299,1607.02061v2,2016-07-07T16:00:33Z,Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity,"Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang",http://arxiv.org/pdf/1607.02061v2,No journal ref found,none,cs.CL,Summary2300,1607.02784v1,2016-07-10T20:39:24Z,Open Information Extraction,"Duc-Thuan Vo, Ebrahim Bagheri",http://arxiv.org/pdf/1607.02784v1,No journal ref found,none,cs.CL,Summary2301,1607.04110v1,2016-07-14T12:45:07Z,Using Recurrent Neural Network for Learning Expressive Ontologies,"Giulio Petrucci, Chiara Ghidini, Marco Rospocher",http://arxiv.org/pdf/1607.04110v1,No journal ref found,none,cs.CL,Summary2302,1607.05809v1,2016-07-20T03:25:31Z,Neural Contextual Conversation Learning with Labeled Question-Answering Pairs,"Kun Xiong, Anqi Cui, Zefeng Zhang, Ming Li",http://arxiv.org/pdf/1607.05809v1,No journal ref found,none,cs.CL,Summary2303,1607.05968v1,2016-07-20T14:15:24Z,"Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics and Construction Grammar for Spatial Language","Michael Spranger, Jakob Suchan, Mehul Bhatt",http://arxiv.org/pdf/1607.05968v1,No journal ref found,none,cs.AI,Summary2304,1607.06560v1,2016-07-22T05:38:37Z,Automated Prediction of Temporal Relations,"Amol S Patwardhan, Jacob Badeaux, Siavash, Gerald M Knapp",http://arxiv.org/pdf/1607.06560v1,No journal ref found,none,cs.CL,Summary2305,1607.07956v1,2016-07-27T04:51:17Z,Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification,"Yuezhang Li, Ronghuo Zheng, Tian Tian, Zhiting Hu, Rahul Iyer, Katia Sycara",http://arxiv.org/pdf/1607.07956v1,No journal ref found,none,cs.CL,Summary2306,1607.08074v1,2016-07-27T13:08:41Z,Mining Arguments from Cancer Documents Using Natural Language Processing and Ontologies,"Adrian Groza, Oana Popa",http://arxiv.org/pdf/1607.08074v1,No journal ref found,none,cs.AI,Summary2307,1607.08592v1,2016-07-28T19:47:25Z,Modeling selectional restrictions in a relational type system,Erkki Luuk,http://arxiv.org/pdf/1607.08592v1,No journal ref found,none,cs.CL,Summary2308,1607.08898v1,2016-07-29T19:16:08Z,Personalized Emphasis Framing for Persuasive Message Generation,"Tao Ding, Shimei Pan",http://arxiv.org/pdf/1607.08898v1,No journal ref found,none,cs.AI,Summary2309,1608.01884v2,2016-08-05T13:39:08Z,Winograd Schemas and Machine Translation,Ernest Davis,http://arxiv.org/pdf/1608.01884v2,No journal ref found,none,cs.AI,Summary2310,1608.01961v1,2016-08-05T18:14:19Z,De-Conflated Semantic Representations,"Mohammad Taher Pilehvar, Nigel Collier",http://arxiv.org/pdf/1608.01961v1,No journal ref found,none,cs.CL,Summary2311,1608.03000v1,2016-08-09T23:05:03Z,Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge,"Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, Regina Barzilay",http://arxiv.org/pdf/1608.03000v1,No journal ref found,none,cs.CL,Summary2312,1608.05852v1,2016-08-20T17:34:38Z,Learning Word Embeddings from Intrinsic and Extrinsic Views,"Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang",http://arxiv.org/pdf/1608.05852v1,No journal ref found,none,cs.CL,Summary2313,1608.07905v2,2016-08-29T03:42:50Z,Machine Comprehension Using Match-LSTM and Answer Pointer,"Shuohang Wang, Jing Jiang",http://arxiv.org/pdf/1608.07905v2,No journal ref found,none,cs.CL,Summary2314,1608.08515v1,2016-08-30T15:43:52Z,Language Detection For Short Text Messages In Social Media,"Ivana Balazevic, Mikio Braun, Klaus-Robert Müller",http://arxiv.org/pdf/1608.08515v1,No journal ref found,none,cs.CL,Summary2315,1609.02043v1,2016-09-07T16:05:20Z,Feasibility of Post-Editing Speech Transcriptions with a Mismatched Crowd,"Purushotam Radadia, Shirish Karande",http://arxiv.org/pdf/1609.02043v1,No journal ref found,none,cs.AI,Summary2316,1609.03286v1,2016-09-12T07:29:59Z,Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks,"Yun-Nung Chen, Dilek Hakkani-Tur, Gokhan Tur, Asli Celikyilmaz, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1609.03286v1,No journal ref found,none,cs.AI,Summary2317,1609.03357v1,2016-09-12T11:58:59Z,Modelling Creativity: Identifying Key Components through a Corpus-Based Approach,"Anna Jordanous, Bill Keller",http://arxiv.org/pdf/1609.03357v1,No journal ref found,none,cs.CL,Summary2318,1609.03632v1,2016-09-12T23:27:37Z,Joint Extraction of Events and Entities within a Document Context,"Bishan Yang, Tom Mitchell",http://arxiv.org/pdf/1609.03632v1,"Proceedings of NAACL-HLT 2016, pages 289-299",none,cs.CL,Summary2319,1609.05180v2,2016-09-16T19:12:30Z,Grammatical Templates: Improving Text Difficulty Evaluation for Language Learners,"Shuhan Wang, Erik Andersen",http://arxiv.org/pdf/1609.05180v2,"The 26th International Conference on Computational Linguistics (COLING), 2016",none,cs.CL,Summary2320,1609.06268v1,2016-09-20T17:54:47Z,Semantic Similarity Strategies for Job Title Classification,"Yun Zhu, Faizan Javed, Ozgur Ozturk",http://arxiv.org/pdf/1609.06268v1,No journal ref found,none,cs.AI,Summary2321,1609.06380v1,2016-09-20T22:59:19Z,Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention,"Yang Liu, Sujian Li",http://arxiv.org/pdf/1609.06380v1,No journal ref found,none,cs.CL,Summary2322,1609.07317v2,2016-09-23T11:25:41Z,Language as a Latent Variable: Discrete Generative Models for Sentence Compression,"Yishu Miao, Phil Blunsom",http://arxiv.org/pdf/1609.07317v2,No journal ref found,none,cs.CL,Summary2323,1609.07843v1,2016-09-26T04:06:13Z,Pointer Sentinel Mixture Models,"Stephen Merity, Caiming Xiong, James Bradbury, Richard Socher",http://arxiv.org/pdf/1609.07843v1,No journal ref found,none,cs.CL,Summary2324,1609.08210v1,2016-09-26T22:12:50Z,Learning to Translate for Multilingual Question Answering,"Ferhan Ture, Elizabeth Boschee",http://arxiv.org/pdf/1609.08210v1,No journal ref found,none,cs.CL,Summary2325,1609.08445v1,2016-09-27T13:50:13Z,AP16-OL7: A Multilingual Database for Oriental Languages and A Language Recognition Baseline,"Dong Wang, Lantian Li, Difei Tang, Qing Chen",http://arxiv.org/pdf/1609.08445v1,No journal ref found,none,cs.CL,Summary2326,1609.09405v2,2016-09-29T16:09:29Z,Evaluating Induced CCG Parsers on Grounded Semantic Parsing,"Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, Mark Steedman",http://arxiv.org/pdf/1609.09405v2,No journal ref found,none,cs.CL,Summary2327,1610.02683v1,2016-10-09T14:42:58Z,Interpreting Neural Networks to Improve Politeness Comprehension,"Malika Aubakirova, Mohit Bansal",http://arxiv.org/pdf/1610.02683v1,No journal ref found,none,cs.CL,Summary2328,1610.02751v1,2016-10-10T02:14:16Z,A New Theoretical and Technological System of Imprecise-Information Processing,Shiyou Lian,http://arxiv.org/pdf/1610.02751v1,No journal ref found,none,cs.CL,Summary2329,1610.04416v1,2016-10-14T11:52:19Z,Distributional Inclusion Hypothesis for Tensor-based Composition,"Dimitri Kartsaklis, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1610.04416v1,No journal ref found,none,cs.CL,Summary2330,1610.06540v1,2016-10-20T19:00:48Z,Jointly Learning to Align and Convert Graphemes to Phonemes with Neural Attention Models,"Shubham Toshniwal, Karen Livescu",http://arxiv.org/pdf/1610.06540v1,No journal ref found,none,cs.CL,Summary2331,1610.07708v1,2016-10-25T02:13:53Z,Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples,"Amit Sheth, Sujan Perera, Sanjaya Wijeratne",http://arxiv.org/pdf/1610.07708v1,No journal ref found,none,cs.AI,Summary2332,1610.09889v2,2016-10-31T12:16:39Z,Chinese Poetry Generation with Planning based Neural Network,"Zhe Wang, Wei He, Hua Wu, Haiyang Wu, Wei Li, Haifeng Wang, Enhong Chen",http://arxiv.org/pdf/1610.09889v2,No journal ref found,none,cs.CL,Summary2333,1610.09964v1,2016-10-31T15:20:14Z,Ontology Verbalization using Semantic-Refinement,"Vinu E. V, P Sreenivasa Kumar",http://arxiv.org/pdf/1610.09964v1,No journal ref found,none,cs.AI,Summary2334,1611.01587v3,2016-11-05T01:59:29Z,A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks,"Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher",http://arxiv.org/pdf/1611.01587v3,No journal ref found,none,cs.CL,Summary2335,1611.01604v3,2016-11-05T04:53:40Z,Dynamic Coattention Networks For Question Answering,"Caiming Xiong, Victor Zhong, Richard Socher",http://arxiv.org/pdf/1611.01604v3,No journal ref found,none,cs.CL,Summary2336,1611.01747v1,2016-11-06T09:50:24Z,A Compare-Aggregate Model for Matching Text Sequences,"Shuohang Wang, Jing Jiang",http://arxiv.org/pdf/1611.01747v1,No journal ref found,none,cs.CL,Summary2337,1611.03954v2,2016-11-12T04:28:04Z,Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment,"Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo",http://arxiv.org/pdf/1611.03954v2,No journal ref found,none,cs.AI,Summary2338,1611.04558v1,2016-11-14T20:24:39Z,Googles Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation,"Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean",http://arxiv.org/pdf/1611.04558v1,No journal ref found,none,cs.CL,Summary2339,1611.05104v2,2016-11-16T00:53:01Z,A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs,"Shayne Longpre, Sabeek Pradhan, Caiming Xiong, Richard Socher",http://arxiv.org/pdf/1611.05104v2,No journal ref found,none,cs.CL,Summary2340,1611.06997v1,2016-11-21T20:25:19Z,Coherent Dialogue with Attention-based Language Models,"Hongyuan Mei, Mohit Bansal, Matthew R. Walter",http://arxiv.org/pdf/1611.06997v1,No journal ref found,none,cs.CL,Summary2341,1611.08675v1,2016-11-26T07:53:22Z,Deep Reinforcement Learning for Multi-Domain Dialogue Systems,"Heriberto Cuayáhuitl, Seunghak Yu, Ashley Williamson, Jacob Carse",http://arxiv.org/pdf/1611.08675v1,No journal ref found,none,cs.AI,Summary2342,1611.09703v1,2016-11-29T16:20:24Z,Semantic Parsing of Mathematics by Context-based Learning from Aligned Corpora and Theorem Proving,"Cezary Kaliszyk, Josef Urban, Jiří Vyskočil",http://arxiv.org/pdf/1611.09703v1,No journal ref found,none,cs.CL,Summary2343,1611.09823v3,2016-11-29T20:16:44Z,Dialogue Learning With Human-In-The-Loop,"Jiwei Li, Alexander H. Miller, Sumit Chopra, MarcAurelio Ranzato, Jason Weston",http://arxiv.org/pdf/1611.09823v3,No journal ref found,none,cs.AI,Summary2344,1611.09830v3,2016-11-29T20:38:07Z,NewsQA: A Machine Comprehension Dataset,"Adam Trischler, Tong Wang, Xingdi Yuan, Justin Harris, Alessandro Sordoni, Philip Bachman, Kaheer Suleman",http://arxiv.org/pdf/1611.09830v3,No journal ref found,none,cs.CL,Summary2345,1612.00227v1,2016-12-01T12:58:02Z,On Coreferring Text-extracted Event Descriptions with the aid of Ontological Reasoning,"Stefano Borgo, Loris Bozzato, Alessio Palmero Aprosio, Marco Rospocher, Luciano Serafini",http://arxiv.org/pdf/1612.00227v1,No journal ref found,none,cs.AI,Summary2346,1612.01892v1,2016-12-06T16:26:33Z,Cross-Lingual Predicate Mapping Between Linked Data Ontologies,"Gautam Singh, Saemi Jang, Mun Y. Yi",http://arxiv.org/pdf/1612.01892v1,No journal ref found,none,cs.AI,Summary2347,1612.03551v3,2016-12-12T06:19:32Z,Reading Comprehension using Entity-based Memory Network,"Xun Wang, Katsuhito Sudoh, Masaaki Nagata, Tomohide Shibata, Daisuke Kawahara, Sadao Kurohashi",http://arxiv.org/pdf/1612.03551v3,No journal ref found,none,cs.CL,Summary2348,1612.03769v1,2016-12-12T16:25:08Z,Context-aware Sentiment Word Identification: sentiword2vec,"Yushi Yao, Guangjian Li",http://arxiv.org/pdf/1612.03769v1,No journal ref found,none,cs.CL,Summary2349,1612.04936v4,2016-12-15T05:46:27Z,Learning through Dialogue Interactions by Asking Questions,"Jiwei Li, Alexander H. Miller, Sumit Chopra, MarcAurelio Ranzato, Jason Weston",http://arxiv.org/pdf/1612.04936v4,No journal ref found,none,cs.CL,Summary2350,1612.04988v1,2016-12-15T09:14:35Z,TeKnowbase: Towards Construction of a Knowledge-base of Technical Concepts,"Prajna Upadhyay, Tanuma Patra, Ashwini Purkar, Maya Ramanath",http://arxiv.org/pdf/1612.04988v1,No journal ref found,none,cs.CL,Summary2351,1612.05348v1,2016-12-16T03:33:07Z,Machine Reading with Background Knowledge,"Ndapandula Nakashole, Tom M. Mitchell",http://arxiv.org/pdf/1612.05348v1,No journal ref found,none,cs.AI,Summary2352,1612.06043v2,2016-12-19T04:23:22Z,Reducing Redundant Computations with Flexible Attention,"Raphael Shu, Hideki Nakayama",http://arxiv.org/pdf/1612.06043v2,No journal ref found,none,cs.CL,Summary2353,1612.06062v1,2016-12-19T07:06:34Z,Improving Tweet Representations using Temporal and User Context,"Ganesh J, Manish Gupta, Vasudeva Varma",http://arxiv.org/pdf/1612.06062v1,No journal ref found,none,cs.CL,Summary2354,1612.07602v2,2016-12-22T14:08:08Z,Jointly Extracting Relations with Class Ties via Effective Deep Ranking,"Hai Ye, Wenhan Chao, Zhunchen Luo",http://arxiv.org/pdf/1612.07602v2,No journal ref found,none,cs.AI,Summary2355,1612.09327v1,2016-04-11T06:09:36Z,Intelligent information extraction based on artificial neural network,"Ahlam Ansari, Moonish Maknojia, Altamash Shaikh",http://arxiv.org/pdf/1612.09327v1,No journal ref found,none,cs.CL,Summary2356,1701.02025v2,2017-01-08T22:20:22Z,Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities,"Yadollah Yaghoobzadeh, Hinrich Schütze",http://arxiv.org/pdf/1701.02025v2,No journal ref found,none,cs.CL,Summary2357,1701.02593v1,2017-01-10T14:01:47Z,A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling,"Diego Marcheggiani, Anton Frolov, Ivan Titov",http://arxiv.org/pdf/1701.02593v1,No journal ref found,none,cs.CL,Summary2358,1701.02854v3,2017-01-11T06:02:44Z,Decoding as Continuous Optimization in Neural Machine Translation,"Cong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn",http://arxiv.org/pdf/1701.02854v3,No journal ref found,none,cs.CL,Summary2359,1701.04024v2,2017-01-15T10:38:17Z,A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue,"Mihail Eric, Christopher D. Manning",http://arxiv.org/pdf/1701.04024v2,No journal ref found,none,cs.CL,Summary2360,1701.05334v1,2017-01-19T08:50:37Z,Fuzzy Ontology-Based Sentiment Analysis of Transportation and City Feature Reviews for Safe Traveling,"Farman Ali, D. Kwak, Pervez Khan, S. M. Riazul Islam, K. H. Kim, K. S. Kwak",http://arxiv.org/pdf/1701.05334v1,No journal ref found,none,cs.AI,Summary2361,1701.09123v1,2017-01-31T16:36:06Z,Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features,"Rodrigo Agerri, German Rigau",http://arxiv.org/pdf/1701.09123v1,"Artificial Intelligence, 238, 63-82 (2016)",none,cs.CL,Summary2362,1702.00700v1,2017-02-02T14:44:17Z,Multilingual and Cross-lingual Timeline Extraction,"Egoitz Laparra, Rodrigo Agerri, Itziar Aldabe, German Rigau",http://arxiv.org/pdf/1702.00700v1,No journal ref found,none,cs.CL,Summary2363,1702.03274v1,2017-02-10T18:24:13Z,Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning,"Jason D. Williams, Kavosh Asadi, Geoffrey Zweig",http://arxiv.org/pdf/1702.03274v1,No journal ref found,none,cs.AI,Summary2364,1702.03814v2,2017-02-13T15:26:27Z,Bilateral Multi-Perspective Matching for Natural Language Sentences,"Zhiguo Wang, Wael Hamza, Radu Florian",http://arxiv.org/pdf/1702.03814v2,No journal ref found,none,cs.AI,Summary2365,1703.00317v1,2017-03-01T14:40:22Z,Tracing Linguistic Relations in Winning and Losing Sides of Explicit Opposing Groups,"Ceyda Sanli, Anupam Mondal, Erik Cambria",http://arxiv.org/pdf/1703.00317v1,No journal ref found,none,cs.CL,Summary2366,1703.01008v1,2017-03-03T01:29:11Z,End-to-End Task-Completion Neural Dialogue Systems,"Xuijun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao",http://arxiv.org/pdf/1703.01008v1,No journal ref found,none,cs.CL,Summary2367,1703.01671v1,2017-03-05T21:57:25Z,Controlling for Unobserved Confounds in Classification Using Correlational Constraints,"Virgile Landeiro, Aron Culotta",http://arxiv.org/pdf/1703.01671v1,No journal ref found,none,cs.AI,Summary2368,1106.0107v1,2011-06-01T07:22:04Z,Handwritten Character Recognition of South Indian Scripts: A Review,"John Jomy, K. V. Pramod, Balakrishnan Kannan",http://arxiv.org/pdf/1106.0107v1,No journal ref found,none,cs.CV,Summary2369,1501.02714v2,2015-01-12T16:48:19Z,From Visual Attributes to Adjectives through Decompositional Distributional Semantics,"Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni",http://arxiv.org/pdf/1501.02714v2,No journal ref found,none,cs.CL,Summary2370,1505.00468v7,2015-05-03T20:07:39Z,VQA: Visual Question Answering,"Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1505.00468v7,No journal ref found,none,cs.CL,Summary2371,1505.04870v4,2015-05-19T04:46:03Z,Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models,"Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik",http://arxiv.org/pdf/1505.04870v4,No journal ref found,none,cs.CV,Summary2372,1505.06027v2,2015-05-22T11:08:39Z,Weakly-Supervised Alignment of Video With Text,"Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid",http://arxiv.org/pdf/1505.06027v2,No journal ref found,none,cs.CV,Summary2373,1203.4176v1,2012-03-10T10:16:10Z,SignsWorld; Deeping Into the Silence World and Hearing Its Signs (State of the Art),"A. M. Riad, Hamdy K. Elmonier, Samaa. M. Shohieb, A. S. Asem",http://arxiv.org/pdf/1203.4176v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 4, No 1, Feb 2012",none,cs.CL,Summary2374,1210.3729v1,2012-10-13T18:02:26Z,Inference of Fine-grained Attributes of Bengali Corpus for Stylometry Detection,"Tanmoy Chakraborty, Sivaji Bandyopadhyay",http://arxiv.org/pdf/1210.3729v1,"Polibits (44) 2011, pp. 79-83",none,cs.CL,Summary2375,1306.5263v1,2013-06-21T22:09:36Z,"Discriminative Training: Learning to Describe Video with Sentences, from Video Described with Sentences","Haonan Yu, Jeffrey Mark Siskind",http://arxiv.org/pdf/1306.5263v1,No journal ref found,none,cs.CV,Summary2376,1403.6173v1,2014-03-24T22:28:38Z,Coherent Multi-Sentence Video Description with Variable Level of Detail,"Anna Senina, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele",http://arxiv.org/pdf/1403.6173v1,No journal ref found,none,cs.CV,Summary2377,1407.1165v1,2014-07-04T09:32:10Z,Recognition of Isolated Words using Zernike and MFCC features for Audio Visual Speech Recognition,"Prashant Bordea, Amarsinh Varpeb, Ramesh Manzac, Pravin Yannawara",http://arxiv.org/pdf/1407.1165v1,No journal ref found,none,cs.CV,Summary2378,1411.4952v3,2014-11-18T18:23:45Z,From Captions to Visual Concepts and Back,"Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig",http://arxiv.org/pdf/1411.4952v3,No journal ref found,none,cs.CV,Summary2379,1412.4729v3,2014-12-15T19:21:50Z,Translating Videos to Natural Language Using Deep Recurrent Neural Networks,"Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko",http://arxiv.org/pdf/1412.4729v3,No journal ref found,none,cs.CV,Summary2380,1503.00064v1,2015-02-28T04:26:21Z,Generating Multi-Sentence Lingual Descriptions of Indoor Scenes,"Dahua Lin, Chen Kong, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1503.00064v1,No journal ref found,none,cs.CV,Summary2381,1504.00325v2,2015-04-01T18:13:43Z,Microsoft COCO Captions: Data Collection and Evaluation Server,"Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollar, C. Lawrence Zitnick",http://arxiv.org/pdf/1504.00325v2,No journal ref found,none,cs.CV,Summary2382,1506.00278v1,2015-05-31T19:39:44Z,Visual Madlibs: Fill in the blank Image Generation and Question Answering,"Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg",http://arxiv.org/pdf/1506.00278v1,No journal ref found,none,cs.CV,Summary2383,1506.01698v1,2015-06-04T19:45:36Z,The Long-Short Story of Movie Description,"Anna Rohrbach, Marcus Rohrbach, Bernt Schiele",http://arxiv.org/pdf/1506.01698v1,No journal ref found,none,cs.CV,Summary2384,1506.03500v2,2015-06-10T22:57:20Z,Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation,"Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni",http://arxiv.org/pdf/1506.03500v2,No journal ref found,none,cs.CV,Summary2385,1506.06724v1,2015-06-22T19:26:56Z,Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books,"Yukun Zhu, Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler",http://arxiv.org/pdf/1506.06724v1,No journal ref found,none,cs.CV,Summary2386,1507.04908v1,2015-07-17T10:34:23Z,Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture,"Darko Brodic, Zoran N. Milivojevic, Alessia Amelio",http://arxiv.org/pdf/1507.04908v1,"Elektronika Ir Elektrotechnika, ISSN 1392-1215, VOL. 21, NO. 4, 2015",none,cs.CV,Summary2387,1508.02091v1,2015-08-09T22:52:10Z,Image Representations and New Domains in Neural Image Captioning,"Jack Hessel, Nicolas Savva, Michael J. Wilber",http://arxiv.org/pdf/1508.02091v1,No journal ref found,none,cs.CL,Summary2388,1510.01431v2,2015-10-06T04:57:47Z,SentiCap: Generating Image Descriptions with Sentiments,"Alexander Mathews, Lexing Xie, Xuming He",http://arxiv.org/pdf/1510.01431v2,No journal ref found,none,cs.CV,Summary2389,1511.02570v2,2015-11-09T05:25:57Z,Explicit Knowledge-based Reasoning for Visual Question Answering,"Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony Dick",http://arxiv.org/pdf/1511.02570v2,No journal ref found,none,cs.CV,Summary2390,1511.04024v2,2015-11-12T19:32:08Z,Multimodal Skip-gram Using Convolutional Pseudowords,"Zachary Seymour, Yingming Li, Zhongfei Zhang",http://arxiv.org/pdf/1511.04024v2,No journal ref found,none,cs.CL,Summary2391,1511.04164v3,2015-11-13T05:53:37Z,Natural Language Object Retrieval,"Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1511.04164v3,No journal ref found,none,cs.CV,Summary2392,1511.05284v2,2015-11-17T06:44:48Z,Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data,"Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond Mooney, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1511.05284v2,No journal ref found,none,cs.CV,Summary2393,1511.06674v1,2015-11-20T16:33:13Z,Stories in the Eye: Contextual Visual Interactions for Efficient Video to Language Translation,"Anirudh Goyal, Marius Leordeanu",http://arxiv.org/pdf/1511.06674v1,No journal ref found,none,cs.CV,Summary2394,1511.06838v1,2015-11-21T04:58:46Z,Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets,"Takuya Narihira, Damian Borth, Stella X. Yu, Karl Ni, Trevor Darrell",http://arxiv.org/pdf/1511.06838v1,No journal ref found,none,cs.CV,Summary2395,1511.07067v2,2015-11-22T20:46:42Z,Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes,"Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh",http://arxiv.org/pdf/1511.07067v2,No journal ref found,none,cs.CV,Summary2396,1512.02167v2,2015-12-07T19:00:54Z,Simple Baseline for Visual Question Answering,"Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus",http://arxiv.org/pdf/1512.02167v2,No journal ref found,none,cs.CV,Summary2397,1512.02902v2,2015-12-09T15:34:31Z,MovieQA: Understanding Stories in Movies through Question-Answering,"Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler",http://arxiv.org/pdf/1512.02902v2,No journal ref found,none,cs.CV,Summary2398,1601.03896v1,2016-01-15T12:50:32Z,"Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures","Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank",http://arxiv.org/pdf/1601.03896v1,No journal ref found,none,cs.CL,Summary2399,1601.08188v1,2016-01-29T16:48:07Z,Lipreading with Long Short-Term Memory,"Michael Wand, Jan Koutník, Jürgen Schmidhuber",http://arxiv.org/pdf/1601.08188v1,No journal ref found,none,cs.CV,Summary2400,1603.02618v2,2016-03-08T18:39:46Z,The red one!: On learning to refer to things based on their discriminative properties,"Angeliki Lazaridou, Nghia The Pham, Marco Baroni",http://arxiv.org/pdf/1603.02618v2,No journal ref found,none,cs.CL,Summary2401,1603.09188v1,2016-03-30T13:43:38Z,Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings,"Spandana Gella, Mirella Lapata, Frank Keller",http://arxiv.org/pdf/1603.09188v1,No journal ref found,none,cs.CL,Summary2402,1604.00466v3,2016-04-02T06:35:45Z,Automatic Annotation of Structured Facts in Images,"Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal",http://arxiv.org/pdf/1604.00466v3,No journal ref found,none,cs.CL,Summary2403,1604.01729v2,2016-04-06T19:01:28Z,Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text,"Subhashini Venugopalan, Lisa Anne Hendricks, Raymond Mooney, Kate Saenko",http://arxiv.org/pdf/1604.01729v2,Proc.EMNLP (2016) pg.1961-1966,none,cs.CL,Summary2404,1604.03249v1,2016-04-12T05:23:26Z,Attributes as Semantic Units between Natural Language and Visual Recognition,Marcus Rohrbach,http://arxiv.org/pdf/1604.03249v1,No journal ref found,none,cs.CV,Summary2405,1605.00459v1,2016-05-02T12:38:03Z,Multi30K: Multilingual English-German Image Descriptions,"Desmond Elliott, Stella Frank, Khalil Simaan, Lucia Specia",http://arxiv.org/pdf/1605.00459v1,No journal ref found,none,cs.CL,Summary2406,1605.00855v1,2016-05-03T12:13:26Z,Improving Image Captioning by Concept-based Sentence Reranking,"Xirong Li, Qin Jin",http://arxiv.org/pdf/1605.00855v1,No journal ref found,none,cs.CV,Summary2407,1605.03705v1,2016-05-12T07:34:08Z,Movie Description,"Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Pal, Hugo Larochelle, Aaron Courville, Bernt Schiele",http://arxiv.org/pdf/1605.03705v1,No journal ref found,none,cs.CV,Summary2408,1605.06083v1,2016-05-19T19:17:23Z,Stereotyping and Bias in the Flickr30K Dataset,Emiel van Miltenburg,http://arxiv.org/pdf/1605.06083v1,No journal ref found,none,cs.CL,Summary2409,1606.00061v5,2016-05-31T22:02:01Z,Hierarchical Question-Image Co-Attention for Visual Question Answering,"Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1606.00061v5,No journal ref found,none,cs.CV,Summary2410,1606.03556v2,2016-06-11T05:41:10Z,Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?,"Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra",http://arxiv.org/pdf/1606.03556v2,No journal ref found,none,cs.CV,Summary2411,1606.06164v2,2016-06-20T15:08:22Z,Pragmatic factors in image description: the case of negations,"Emiel van Miltenburg, Roser Morante, Desmond Elliott",http://arxiv.org/pdf/1606.06164v2,No journal ref found,none,cs.CL,Summary2412,1606.07770v2,2016-06-24T17:53:45Z,Captioning Images with Diverse Objects,"Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1606.07770v2,No journal ref found,none,cs.CV,Summary2413,1606.07839v3,2016-06-24T21:48:55Z,Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles,"Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David Crandall, Dhruv Batra",http://arxiv.org/pdf/1606.07839v3,No journal ref found,none,cs.CV,Summary2414,1607.02769v1,2016-07-10T18:11:27Z,Annotation Methodologies for Vision and Language Dataset Creation,"Gitit Kehat, James Pustejovsky",http://arxiv.org/pdf/1607.02769v1,No journal ref found,none,cs.CV,Summary2415,1607.08822v1,2016-07-29T14:26:27Z,SPICE: Semantic Propositional Image Caption Evaluation,"Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould",http://arxiv.org/pdf/1607.08822v1,No journal ref found,none,cs.CV,Summary2416,1608.00272v3,2016-07-31T22:21:42Z,Modeling Context in Referring Expressions,"Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg",http://arxiv.org/pdf/1608.00272v3,No journal ref found,none,cs.CV,Summary2417,1608.00470v2,2016-08-01T15:27:16Z,Labeling Topics with Images using Neural Networks,"Nikolaos Aletras, Arpit Mittal",http://arxiv.org/pdf/1608.00470v2,No journal ref found,none,cs.CL,Summary2418,1608.05813v3,2016-08-20T12:12:09Z,phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning,"Ying Hua Tan, Chee Seng Chan",http://arxiv.org/pdf/1608.05813v3,No journal ref found,none,cs.CL,Summary2419,1608.08339v1,2016-08-30T06:12:22Z,American Sign Language fingerspelling recognition from video: Methods for unrestricted recognition and signer-independence,Taehwan Kim,http://arxiv.org/pdf/1608.08339v1,No journal ref found,none,cs.CL,Summary2420,1609.06657v1,2016-09-21T18:12:04Z,The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA),"Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada",http://arxiv.org/pdf/1609.06657v1,No journal ref found,none,cs.CV,Summary2421,1609.07028v1,2016-09-22T15:37:45Z,Image-embodied Knowledge Representation Learning,"Ruobing Xie, Zhiyuan Liu, Tat-seng Chua, Huanbo Luan, Maosong Sun",http://arxiv.org/pdf/1609.07028v1,No journal ref found,none,cs.CV,Summary2422,1609.07876v1,2016-09-26T07:34:24Z,"Lexicon-Free Fingerspelling Recognition from Video: Data, Models, and Signer Adaptation","Taehwan Kim, Jonathan Keane, Weiran Wang, Hao Tang, Jason Riggle, Gregory Shakhnarovich, Diane Brentari, Karen Livescu",http://arxiv.org/pdf/1609.07876v1,No journal ref found,none,cs.CL,Summary2423,1610.01247v1,2016-10-05T01:24:42Z,ECAT: Event Capture Annotation Tool,"Tuan Do, Nikhil Krishnaswamy, James Pustejovsky",http://arxiv.org/pdf/1610.01247v1,No journal ref found,none,cs.CL,Summary2424,1610.03708v2,2016-10-12T13:42:03Z,Generating captions without looking beyond objects,"Hendrik Heuer, Christof Monz, Arnold W. M. Smeulders",http://arxiv.org/pdf/1610.03708v2,No journal ref found,none,cs.CV,Summary2425,1611.05118v1,2016-11-16T02:16:09Z,The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives,"Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, Larry Davis",http://arxiv.org/pdf/1611.05118v1,No journal ref found,none,cs.CV,Summary2426,1611.06492v1,2016-11-20T10:07:54Z,Recurrent Memory Addressing for describing videos,"Kumar Krishna Agrawal, Arnav Kumar Jain, Abhinav Agarwalla, Pabitra Mitra",http://arxiv.org/pdf/1611.06492v1,No journal ref found,none,cs.CV,Summary2427,1611.06607v1,2016-11-20T23:10:51Z,A Hierarchical Approach for Generating Descriptive Image Paragraphs,"Jonathan Krause, Justin Johnson, Ranjay Krishna, Li Fei-Fei",http://arxiv.org/pdf/1611.06607v1,No journal ref found,none,cs.CV,Summary2428,1611.07837v1,2016-11-23T15:21:48Z,Adaptive Feature Abstraction for Translating Video to Language,"Yunchen Pu, Martin Renqiang Min, Zhe Gan, Lawrence Carin",http://arxiv.org/pdf/1611.07837v1,No journal ref found,none,cs.CV,Summary2429,1611.09534v1,2016-11-29T09:05:11Z,Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce,"Tom Zahavy, Alessandro Magnani, Abhinandan Krishnan, Shie Mannor",http://arxiv.org/pdf/1611.09534v1,No journal ref found,none,cs.CV,Summary2430,1612.00370v2,2016-12-01T18:10:48Z,Optimization of image description metrics using policy gradient methods,"Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy",http://arxiv.org/pdf/1612.00370v2,No journal ref found,none,cs.CV,Summary2431,1612.00385v1,2016-12-01T19:11:24Z,Temporal Attention-Gated Model for Robust Sequence Classification,"Wenjie Pei, Tadas Baltrušaitis, David M. J. Tax, Louis-Philippe Morency",http://arxiv.org/pdf/1612.00385v1,No journal ref found,none,cs.CV,Summary2432,1612.03628v1,2016-12-12T11:41:46Z,VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering,"Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva",http://arxiv.org/pdf/1612.03628v1,No journal ref found,none,cs.CV,Summary2433,1612.04061v1,2016-12-13T08:32:02Z,Learning to Hash-tag Videos with Tag2Vec,"Aditya Singh, Saurabh Saini, Rajvi Shah, PJ Narayanan",http://arxiv.org/pdf/1612.04061v1,No journal ref found,none,cs.CV,Summary2434,1612.04949v1,2016-12-15T07:19:46Z,Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering,"Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen",http://arxiv.org/pdf/1612.04949v1,No journal ref found,none,cs.CV,Summary2435,1612.06530v1,2016-12-20T07:20:16Z,Automatic Generation of Grounded Visual Questions,"Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, Jiawan Zhang",http://arxiv.org/pdf/1612.06530v1,No journal ref found,none,cs.CV,Summary2436,1612.07600v1,2016-12-22T14:00:28Z,Re-evaluating Automatic Metrics for Image Captioning,"Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem",http://arxiv.org/pdf/1612.07600v1,No journal ref found,none,cs.CL,Summary2437,1612.07833v1,2016-12-22T22:44:17Z,Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task,"Nan Ding, Sebastian Goodman, Fei Sha, Radu Soricut",http://arxiv.org/pdf/1612.07833v1,No journal ref found,none,cs.CL,Summary2438,1701.05847v1,2017-01-20T16:36:09Z,End-To-End Visual Speech Recognition With LSTMs,"Stavros Petridis, Zuwei Li, Maja Pantic",http://arxiv.org/pdf/1701.05847v1,No journal ref found,none,cs.CV,Summary2439,1701.07481v2,2017-01-25T20:40:56Z,Learning Word-Like Units from Joint Audio-Visual Analysis,"David Harwath, James R. Glass",http://arxiv.org/pdf/1701.07481v2,No journal ref found,none,cs.CL,Summary2440,1701.08706v1,2017-01-27T12:54:52Z,Document Decomposition of Bangla Printed Text,"Md. Fahad Hasan, Tasmin Afroz, Sabir Ismail, Md. Saiful Islam",http://arxiv.org/pdf/1701.08706v1,No journal ref found,none,cs.CV,Summary2441,cs/9811003v1,1998-10-31T19:33:50Z,A Winnow-Based Approach to Context-Sensitive Spelling Correction,"Andrew R. Golding, Dan Roth",http://arxiv.org/pdf/cs/9811003v1,No journal ref found,none,cs.LG,Summary2442,cs/9811006v1,1998-11-02T18:57:23Z,Machine Learning of Generic and User-Focused Summarization,"Inderjeet Mani, Eric Bloedorn",http://arxiv.org/pdf/cs/9811006v1,No journal ref found,none,cs.CL,Summary2443,cs/9812021v1,1998-12-22T16:33:19Z,Forgetting Exceptions is Harmful in Language Learning,"Walter Daelemans, Antal van den Bosch, Jakub Zavrel",http://arxiv.org/pdf/cs/9812021v1,No journal ref found,none,cs.CL,Summary2444,cs/9905007v1,1999-05-12T14:25:40Z,"An Efficient, Probabilistically Sound Algorithm for Segmentation and Word Discovery",Michael R. Brent,http://arxiv.org/pdf/cs/9905007v1,"Brent, M. R. (1999). An efficient, probabilistically sound algorithm for segmentation and word discovery. Machine Learning 34, 71-105",none,cs.CL,Summary2445,cs/9905009v1,1999-05-19T14:47:21Z,Inside-Outside Estimation of a Lexicalized PCFG for German,"Franz Beil, Glenn Carroll, Detlef Prescher, Stefan Riezler, Mats Rooth",http://arxiv.org/pdf/cs/9905009v1,No journal ref found,none,cs.CL,Summary2446,cs/9905010v1,1999-05-19T16:03:05Z,Statistical Inference and Probabilistic Modelling for Constraint-Based NLP,Stefan Riezler,http://arxiv.org/pdf/cs/9905010v1,No journal ref found,none,cs.CL,Summary2447,cs/9906004v1,1999-06-02T13:41:51Z,Cascaded Grammatical Relation Assignment,"Sabine Buchholz, Jorn Veenstra, Walter Daelemans",http://arxiv.org/pdf/cs/9906004v1,No journal ref found,none,cs.CL,Summary2448,cs/9906005v1,1999-06-02T13:48:48Z,Memory-Based Shallow Parsing,"Walter Daelemans, Sabine Buchholz, Jorn Veenstra",http://arxiv.org/pdf/cs/9906005v1,No journal ref found,none,cs.CL,Summary2449,cs/9907004v2,1999-07-06T01:44:00Z,MAP Lexicon is useful for segmentation and word discovery in child-directed speech,Anand Venkataraman,http://arxiv.org/pdf/cs/9907004v2,No journal ref found,none,cs.CL,Summary2450,cs/9910011v1,1999-10-13T03:25:33Z,A statistical model for word discovery in child directed speech,Anand Venkataraman,http://arxiv.org/pdf/cs/9910011v1,No journal ref found,none,cs.CL,Summary2451,cs/9912016v1,1999-12-23T01:07:33Z,HMM Specialization with Selective Lexicalization,"Jin-Dong Kim, Sang-Zoo Lee, Hae-Chang Rim",http://arxiv.org/pdf/cs/9912016v1,"Proceedings of the 1999 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, pp.121-127, 1999",none,cs.CL,Summary2452,cs/0104005v1,2001-04-03T14:09:12Z,Bootstrapping Structure using Similarity,Menno van Zaanen,http://arxiv.org/pdf/cs/0104005v1,"Computational Linguistics in the Netherlands 1999 - Selected Papers from the Tenth CLIN Meeting, pages 235-245",none,cs.LG,Summary2453,cs/0104006v1,2001-04-03T14:20:26Z,ABL: Alignment-Based Learning,Menno van Zaanen,http://arxiv.org/pdf/cs/0104006v1,"Proceedings of the 18th International Conference on Computational Linguistics (COLING); Saarbrucken, Germany. pages 961-967",none,cs.LG,Summary2454,cs/0104007v1,2001-04-03T15:03:16Z,Bootstrapping Syntax and Recursion using Alignment-Based Learning,Menno van Zaanen,http://arxiv.org/pdf/cs/0104007v1,Proceedings of the Seventeenth International Conference on Machine Learning. pages 1063-1070,none,cs.LG,Summary2455,cs/0111003v1,2001-11-01T03:02:19Z,The Use of Classifiers in Sequential Inference,"Vasin Punyakanok, Dan Roth",http://arxiv.org/pdf/cs/0111003v1,Advances in Neural Information Processing Systems 13,none,cs.LG,Summary2456,cs/0205025v1,2002-05-16T12:35:00Z,Bootstrapping Structure into Language: Alignment-Based Learning,Menno M. van Zaanen,http://arxiv.org/pdf/cs/0205025v1,No journal ref found,none,cs.LG,Summary2457,cs/0205070v1,2002-05-28T02:01:55Z,Thumbs up? Sentiment Classification using Machine Learning Techniques,"Bo Pang, Lillian Lee, Shivakumar Vaithyanathan",http://arxiv.org/pdf/cs/0205070v1,No journal ref found,none,cs.CL,Summary2458,cs/0205072v1,2002-05-29T17:48:48Z,Unsupervised Learning of Morphology without Morphemes,"Sylvain Neuvel, Sean A. Fulop",http://arxiv.org/pdf/cs/0205072v1,No journal ref found,none,cs.CL,Summary2459,cs/0212024v1,2002-12-10T21:59:15Z,Unsupervised Language Acquisition: Theory and Practice,Alexander Clark,http://arxiv.org/pdf/cs/0212024v1,"D. Phil., School of Cognitive and Computing Sciences, University of Sussex, 2001",none,cs.CL,Summary2460,cs/0312060v1,2003-12-27T21:21:48Z,Part-of-Speech Tagging with Minimal Lexicalization,"Virginia Savova, Leonid Peshkin",http://arxiv.org/pdf/cs/0312060v1,No journal ref found,none,cs.CL,Summary2461,cs/0506075v1,2005-06-17T20:10:43Z,Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales,"Bo Pang, Lillian Lee",http://arxiv.org/pdf/cs/0506075v1,No journal ref found,none,cs.CL,Summary2462,cs/0506101v1,2005-06-29T20:26:33Z,Efficient Multiclass Implementations of L1-Regularized Maximum Entropy,"Patrick Haffner, Steven Phillips, Rob Schapire",http://arxiv.org/pdf/cs/0506101v1,No journal ref found,none,cs.LG,Summary2463,cs/0602093v1,2006-02-27T10:08:26Z,Rational stochastic languages,"François Denis, Yann Esposito",http://arxiv.org/pdf/cs/0602093v1,No journal ref found,none,cs.LG,Summary2464,0803.2856v1,2008-03-19T18:00:19Z,Figuring out Actors in Text Streams: Using Collocations to establish Incremental Mind-maps,"T. Rothenberger, S. Oez, E. Tahirovic, C. Schommer",http://arxiv.org/pdf/0803.2856v1,No journal ref found,none,cs.CL,Summary2465,0907.0784v1,2009-07-04T18:42:01Z,Cross-Task Knowledge-Constrained Self Training,Hal Daumé III,http://arxiv.org/pdf/0907.0784v1,No journal ref found,none,cs.LG,Summary2466,0907.0786v1,2009-07-04T18:48:34Z,Search-based Structured Prediction,"Hal Daumé III, John Langford, Daniel Marcu",http://arxiv.org/pdf/0907.0786v1,Machine Learning Journal 2009,none,cs.LG,Summary2467,0907.0809v1,2009-07-04T22:34:25Z,Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction,"Hal Daumé III, Daniel Marcu",http://arxiv.org/pdf/0907.0809v1,ICML 2005,none,cs.LG,Summary2468,0907.1815v1,2009-07-10T13:25:48Z,Frustratingly Easy Domain Adaptation,Hal Daumé III,http://arxiv.org/pdf/0907.1815v1,ACL 2007,none,cs.LG,Summary2469,0909.1308v2,2009-09-07T18:48:42Z,Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling,"Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon",http://arxiv.org/pdf/0909.1308v2,No journal ref found,none,cs.LG,Summary2470,0911.5703v1,2009-11-30T18:15:35Z,Hierarchies in Dictionary Definition Space,"Olivier Picard, Alexandre Blondin-Masse, Stevan Harnad, Odile Marcotte, Guillaume Chicoisne, Yassine Gargouri",http://arxiv.org/pdf/0911.5703v1,No journal ref found,none,cs.CL,Summary2471,1103.0398v1,2011-03-02T11:34:50Z,Natural Language Processing (almost) from Scratch,"Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel Kuksa",http://arxiv.org/pdf/1103.0398v1,No journal ref found,none,cs.LG,Summary2472,1103.0890v2,2011-03-04T13:08:59Z,Efficient Multi-Template Learning for Structured Prediction,"Qi Mao, Ivor W. Tsang",http://arxiv.org/pdf/1103.0890v2,"Efficient Multi-Template Learning for Structured Prediction. IEEE Transactions on Neural Networks and Learning Systems, 24(2): 248 - 261, Feb 2013",none,cs.LG,Summary2473,1206.6403v1,2012-06-27T19:59:59Z,Two Step CCA: A new spectral method for estimating vector models of words,"Paramveer Dhillon, Jordan Rodu, Dean Foster, Lyle Ungar",http://arxiv.org/pdf/1206.6403v1,No journal ref found,none,cs.CL,Summary2474,1206.6426v1,2012-06-27T19:59:59Z,A Fast and Simple Algorithm for Training Neural Probabilistic Language Models,"Andriy Mnih, Yee Whye Teh",http://arxiv.org/pdf/1206.6426v1,"In Proceedings of the 29th International Conference on Machine Learning, pages 1751-1758, 2012",none,cs.CL,Summary2475,1212.2390v1,2012-12-11T11:35:30Z,On the complexity of learning a language: An improvement of Blocks algorithm,Eric Werner,http://arxiv.org/pdf/1212.2390v1,No journal ref found,none,cs.CL,Summary2476,1302.4874v1,2013-02-20T11:06:25Z,A Labeled Graph Kernel for Relationship Extraction,"Gonçalo Simões, Helena Galhardas, David Matos",http://arxiv.org/pdf/1302.4874v1,No journal ref found,none,cs.CL,Summary2477,cs/0210025v3,2002-10-29T00:33:26Z,An Algorithm for Pattern Discovery in Time Series,"Cosma Rohilla Shalizi, Kristina Lisa Shalizi, James P. Crutchfield",http://arxiv.org/pdf/cs/0210025v3,No journal ref found,none,cs.LG,Summary2478,1109.6341v1,2011-09-28T20:18:30Z,Domain Adaptation for Statistical Classifiers,"H. Daume III, D. Marcu",http://arxiv.org/pdf/1109.6341v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 101-126, 2006",none,cs.LG,Summary2479,1211.6887v1,2012-11-29T11:35:25Z,Automating rule generation for grammar checkers,Marcin Miłkowski,http://arxiv.org/pdf/1211.6887v1,No journal ref found,none,cs.CL,Summary2480,1301.3618v2,2013-01-16T08:05:35Z,Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors,"Danqi Chen, Richard Socher, Christopher D. Manning, Andrew Y. Ng",http://arxiv.org/pdf/1301.3618v2,No journal ref found,none,cs.CL,Summary2481,1301.3627v2,2013-01-16T08:37:39Z,Two SVDs produce more focal deep learning representations,"Hinrich Schuetze, Christian Scheible",http://arxiv.org/pdf/1301.3627v2,No journal ref found,none,cs.CL,Summary2482,1301.6939v2,2013-01-29T14:59:34Z,Multi-Step Regression Learning for Compositional Distributional Semantics,"Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni",http://arxiv.org/pdf/1301.6939v2,No journal ref found,none,cs.CL,Summary2483,1307.1662v2,2013-07-05T16:52:09Z,Polyglot: Distributed Word Representations for Multilingual NLP,"Rami Al-Rfou, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1307.1662v2,No journal ref found,none,cs.CL,Summary2484,1311.2252v1,2013-11-10T09:15:16Z,Semantic Sort: A Supervised Approach to Personalized Semantic Relatedness,"Ran El-Yaniv, David Yanay",http://arxiv.org/pdf/1311.2252v1,No journal ref found,none,cs.CL,Summary2485,1312.4092v1,2013-12-14T21:48:49Z,Domain adaptation for sequence labeling using hidden Markov models,"Edouard Grave, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1312.4092v1,No journal ref found,none,cs.CL,Summary2486,1312.5542v3,2013-12-19T13:31:11Z,Word Emdeddings through Hellinger PCA,"Rémi Lebret, Ronan Collobert",http://arxiv.org/pdf/1312.5542v3,"Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2014",none,cs.CL,Summary2487,1312.5985v2,2013-12-20T15:21:15Z,Learning Type-Driven Tensor-Based Meaning Representations,"Tamara Polajnar, Luana Fagarasan, Stephen Clark",http://arxiv.org/pdf/1312.5985v2,No journal ref found,none,cs.CL,Summary2488,1312.6168v3,2013-12-20T22:44:26Z,Factorial Hidden Markov Models for Learning Representations of Natural Language,"Anjan Nepal, Alexander Yates",http://arxiv.org/pdf/1312.6168v3,No journal ref found,none,cs.LG,Summary2489,1312.6192v4,2013-12-21T02:29:42Z,Can recursive neural tensor networks learn logical reasoning?,Samuel R. Bowman,http://arxiv.org/pdf/1312.6192v4,No journal ref found,none,cs.CL,Summary2490,1401.0509v3,2013-12-20T17:08:26Z,Zero-Shot Learning for Semantic Utterance Classification,"Yann N. Dauphin, Gokhan Tur, Dilek Hakkani-Tur, Larry Heck",http://arxiv.org/pdf/1401.0509v3,No journal ref found,none,cs.CL,Summary2491,1401.3372v1,2014-01-14T22:10:30Z,Learning Language from a Large (Unannotated) Corpus,"Linas Vepstas, Ben Goertzel",http://arxiv.org/pdf/1401.3372v1,No journal ref found,none,cs.CL,Summary2492,1401.4436v1,2014-01-16T04:53:44Z,Cause Identification from Aviation Safety Incident Reports via Weakly Supervised Semantic Lexicon Construction,"Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Khan",http://arxiv.org/pdf/1401.4436v1,"Journal Of Artificial Intelligence Research, Volume 38, pages 569-631, 2010",none,cs.CL,Summary2493,1401.6131v1,2014-01-16T05:20:08Z,Controlling Complexity in Part-of-Speech Induction,"João V. Graça, Kuzman Ganchev, Luisa Coheur, Fernando Pereira, Ben Taskar",http://arxiv.org/pdf/1401.6131v1,"Journal Of Artificial Intelligence Research, Volume 41, pages 527-551, 2011",none,cs.CL,Summary2494,1401.6427v1,2014-01-23T02:50:50Z,Towards Unsupervised Learning of Temporal Relations between Events,"Seyed Abolghasem Mirroshandel, Gholamreza Ghassem-Sani",http://arxiv.org/pdf/1401.6427v1,"Journal Of Artificial Intelligence Research, Volume 45, pages 125-163, 2012",none,cs.LG,Summary2495,1401.6567v1,2014-01-25T18:45:29Z,A Machine Learning Approach for the Identification of Bengali Noun-Noun Compound Multiword Expressions,"Vivekananda Gayen, Kamal Sarkar",http://arxiv.org/pdf/1401.6567v1,"In Proceedings of ICON-2013: 10th International Conference on Natural Language Processing, pp 290-296",none,cs.CL,Summary2496,1401.6984v1,2014-01-27T19:55:34Z,Kaldi+PDNN: Building DNN-based ASR Systems with Kaldi and PDNN,Yajie Miao,http://arxiv.org/pdf/1401.6984v1,No journal ref found,none,cs.LG,Summary2497,1408.6746v2,2014-08-28T15:06:50Z,Non-Standard Words as Features for Text Categorization,"Slobodan Beliga, Sanda Martinčić-Ipšić",http://arxiv.org/pdf/1408.6746v2,"IEEE 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2014), pp. 1415-1419, 2014",none,cs.CL,Summary2498,1409.3215v3,2014-09-10T19:55:35Z,Sequence to Sequence Learning with Neural Networks,"Ilya Sutskever, Oriol Vinyals, Quoc V. Le",http://arxiv.org/pdf/1409.3215v3,No journal ref found,none,cs.CL,Summary2499,1409.7612v1,2014-09-25T15:18:44Z,Semi-supervised Classification for Natural Language Processing,Rushdi Shams,http://arxiv.org/pdf/1409.7612v1,No journal ref found,none,cs.CL,Summary2500,1409.8309v1,2014-09-29T20:18:12Z,Arabic Spelling Correction using Supervised Learning,"Youssef Hassan, Mohamed Aly, Amir Atiya",http://arxiv.org/pdf/1409.8309v1,No journal ref found,none,cs.LG,Summary2501,1501.05396v1,2015-01-22T05:25:33Z,Deep Multimodal Learning for Audio-Visual Speech Recognition,"Youssef Mroueh, Etienne Marcheret, Vaibhava Goel",http://arxiv.org/pdf/1501.05396v1,No journal ref found,none,cs.CL,Summary2502,1505.06169v1,2015-05-22T18:28:21Z,Learning Dynamic Feature Selection for Fast Sequential Prediction,"Emma Strubell, Luke Vilnis, Kate Silverstein, Andrew McCallum",http://arxiv.org/pdf/1505.06169v1,No journal ref found,none,cs.CL,Summary2503,1207.0396v1,2012-07-02T14:19:21Z,Applying Deep Belief Networks to Word Sense Disambiguation,"Peratham Wiriyathammabhum, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura",http://arxiv.org/pdf/1207.0396v1,No journal ref found,none,cs.CL,Summary2504,1303.5148v1,2013-03-21T02:56:43Z,Estimating Confusions in the ASR Channel for Improved Topic-based Language Model Adaptation,"Damianos Karakos, Mark Dredze, Sanjeev Khudanpur",http://arxiv.org/pdf/1303.5148v1,No journal ref found,none,cs.CL,Summary2505,1308.0658v1,2013-08-03T04:20:21Z,Exploring The Contribution of Unlabeled Data in Financial Sentiment Analysis,"Jimmy SJ. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao",http://arxiv.org/pdf/1308.0658v1,No journal ref found,none,cs.CL,Summary2506,1403.6023v1,2014-03-24T16:21:04Z,Ensemble Detection of Single & Multiple Events at Sentence-Level,"Luís Marujo, Anatole Gershman, Jaime Carbonell, João P. Neto, David Martins de Matos",http://arxiv.org/pdf/1403.6023v1,No journal ref found,none,cs.CL,Summary2507,1404.1521v3,2014-04-05T21:25:54Z,Exploring the power of GPUs for training Polyglot language models,"Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1404.1521v3,No journal ref found,none,cs.LG,Summary2508,1404.4326v1,2014-04-16T17:57:01Z,Open Question Answering with Weakly Supervised Embedding Models,"Antoine Bordes, Jason Weston, Nicolas Usunier",http://arxiv.org/pdf/1404.4326v1,No journal ref found,none,cs.CL,Summary2509,1406.2710v1,2014-06-10T20:29:10Z,A Multiplicative Model for Learning Distributed Text-Based Attribute Representations,"Ryan Kiros, Richard S. Zemel, Ruslan Salakhutdinov",http://arxiv.org/pdf/1406.2710v1,No journal ref found,none,cs.LG,Summary2510,1406.6101v1,2014-06-23T22:21:17Z,Improved Frame Level Features and SVM Supervectors Approach for the Recogniton of Emotional States from Speech: Application to categorical and dimensional states,"Imen Trabelsi, Dorra Ben Ayed, Noureddine Ellouze",http://arxiv.org/pdf/1406.6101v1,"I.J. Image, Graphics and Signal Processing, 2013, 9, 8-13",none,cs.CL,Summary2511,1406.7314v1,2014-06-27T20:56:00Z,On the Use of Different Feature Extraction Methods for Linear and Non Linear kernels,"Imen Trabelsi, Dorra Ben Ayed",http://arxiv.org/pdf/1406.7314v1,No journal ref found,none,cs.CL,Summary2512,1407.1640v1,2014-07-07T09:31:21Z,WordRep: A Benchmark for Research on Learning Word Representations,"Bin Gao, Jiang Bian, Tie-Yan Liu",http://arxiv.org/pdf/1407.1640v1,No journal ref found,none,cs.CL,Summary2513,1407.1687v3,2014-07-07T12:45:10Z,KNET: A General Framework for Learning Word Embedding using Morphological Knowledge,"Qing Cui, Bin Gao, Jiang Bian, Siyu Qiu, Tie-Yan Liu",http://arxiv.org/pdf/1407.1687v3,No journal ref found,none,cs.CL,Summary2514,1410.2045v1,2014-10-08T10:01:47Z,Supervised learning Methods for Bangla Web Document Categorization,"Ashis Kumar Mandal, Rikta Sen",http://arxiv.org/pdf/1410.2045v1,No journal ref found,none,cs.CL,Summary2515,1410.2686v2,2014-10-10T06:42:25Z,Polarization Measurement of High Dimensional Social Media Messages With Support Vector Machine Algorithm Using Mapreduce,Ferhat Özgür Çatak,http://arxiv.org/pdf/1410.2686v2,No journal ref found,none,cs.LG,Summary2516,1410.3791v1,2014-10-14T18:37:32Z,POLYGLOT-NER: Massive Multilingual Named Entity Recognition,"Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1410.3791v1,No journal ref found,none,cs.CL,Summary2517,1410.6830v1,2014-10-24T20:34:01Z,Clustering Words by Projection Entropy,"Işık Barış Fidaner, Ali Taylan Cemgil",http://arxiv.org/pdf/1410.6830v1,No journal ref found,none,cs.CL,Summary2518,1410.8149v1,2014-10-29T20:07:21Z,Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling,"Paul Rodrigues, David Zajic, David Doermann, Michael Bloodgood, Peng Ye",http://arxiv.org/pdf/1410.8149v1,"In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 227-232, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies",none,cs.CL,Summary2519,1410.8783v1,2014-10-31T15:53:49Z,Supervised learning model for parsing Arabic language,"Nabil Khoufi, Chafik Aloulou, Lamia Hadrich Belguith",http://arxiv.org/pdf/1410.8783v1,No journal ref found,none,cs.CL,Summary2520,1411.1147v2,2014-11-05T04:49:38Z,Conditional Random Field Autoencoders for Unsupervised Structured Prediction,"Waleed Ammar, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1411.1147v2,No journal ref found,none,cs.LG,Summary2521,1411.4455v1,2014-11-17T12:43:30Z,Errata: Distant Supervision for Relation Extraction with Matrix Completion,"Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang",http://arxiv.org/pdf/1411.4455v1,No journal ref found,none,cs.CL,Summary2522,1411.6699v1,2014-11-25T01:25:56Z,One Vector is Not Enough: Entity-Augmented Distributional Semantics for Discourse Relations,"Yangfeng Ji, Jacob Eisenstein",http://arxiv.org/pdf/1411.6699v1,No journal ref found,none,cs.CL,Summary2523,1411.6718v2,2014-11-25T03:48:56Z,LABR: A Large Scale Arabic Sentiment Analysis Benchmark,"Mahmoud Nabil, Mohamed Aly, Amir Atiya",http://arxiv.org/pdf/1411.6718v2,No journal ref found,none,cs.CL,Summary2524,1412.1454v2,2014-12-03T19:42:12Z,Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation,"Noam Shazeer, Joris Pelemans, Ciprian Chelba",http://arxiv.org/pdf/1412.1454v2,No journal ref found,none,cs.LG,Summary2525,1412.4385v3,2014-12-14T17:44:58Z,Unsupervised Domain Adaptation with Feature Embeddings,"Yi Yang, Jacob Eisenstein",http://arxiv.org/pdf/1412.4385v3,No journal ref found,none,cs.CL,Summary2526,1412.5659v1,2014-12-17T22:41:14Z,Effective sampling for large-scale automated writing evaluation systems,"Nicholas Dronen, Peter W. Foltz, Kyle Habermehl",http://arxiv.org/pdf/1412.5659v1,No journal ref found,none,cs.CL,Summary2527,1412.5673v3,2014-12-17T23:26:48Z,Entity-Augmented Distributional Semantics for Discourse Relations,"Yangfeng Ji, Jacob Eisenstein",http://arxiv.org/pdf/1412.5673v3,No journal ref found,none,cs.CL,Summary2528,1412.6211v1,2014-12-19T04:31:11Z,Multiple Authors Detection: A Quantitative Analysis of Dream of the Red Chamber,"Xianfeng Hu, Yang Wang, Qiang Wu",http://arxiv.org/pdf/1412.6211v1,"Advances in Adaptive Data Analysis, Article ID 1450012 (18 pages), 2014",none,cs.LG,Summary2529,1412.6568v3,2014-12-20T01:03:46Z,Improving zero-shot learning by mitigating the hubness problem,"Georgiana Dinu, Angeliki Lazaridou, Marco Baroni",http://arxiv.org/pdf/1412.6568v3,No journal ref found,none,cs.CL,Summary2530,1412.6616v2,2014-12-20T07:07:29Z,Outperforming Word2Vec on Analogy Tasks with Random Projections,"Abram Demski, Volkan Ustun, Paul Rosenbloom, Cody Kommers",http://arxiv.org/pdf/1412.6616v2,No journal ref found,none,cs.CL,Summary2531,1412.6623v4,2014-12-20T07:42:40Z,Word Representations via Gaussian Embedding,"Luke Vilnis, Andrew McCallum",http://arxiv.org/pdf/1412.6623v4,No journal ref found,none,cs.CL,Summary2532,1412.7004v2,2014-12-22T14:49:19Z,Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison,"Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni",http://arxiv.org/pdf/1412.7004v2,No journal ref found,none,cs.CL,Summary2533,1412.7026v2,2014-12-22T15:34:43Z,Language Recognition using Random Indexing,"Aditya Joshi, Johan Halseth, Pentti Kanerva",http://arxiv.org/pdf/1412.7026v2,No journal ref found,none,cs.CL,Summary2534,1412.7180v1,2014-12-22T21:44:00Z,Bayesian Optimisation for Machine Translation,"Yishu Miao, Ziyu Wang, Phil Blunsom",http://arxiv.org/pdf/1412.7180v1,No journal ref found,none,cs.CL,Summary2535,1502.00512v1,2015-02-02T15:27:37Z,Scaling Recurrent Neural Network Language Models,"Will Williams, Niranjani Prasad, David Mrva, Tom Ash, Tony Robinson",http://arxiv.org/pdf/1502.00512v1,No journal ref found,none,cs.CL,Summary2536,1502.01710v5,2015-02-05T20:45:19Z,Text Understanding from Scratch,"Xiang Zhang, Yann LeCun",http://arxiv.org/pdf/1502.01710v5,No journal ref found,none,cs.LG,Summary2537,1503.02417v1,2015-03-09T10:35:10Z,Structured Prediction of Sequences and Trees using Infinite Contexts,"Ehsan Shareghi, Gholamreza Haffari, Trevor Cohn, Ann Nicholson",http://arxiv.org/pdf/1503.02417v1,No journal ref found,none,cs.LG,Summary2538,1503.05615v2,2015-03-18T23:33:17Z,Learning to Search for Dependencies,"Kai-Wei Chang, He He, Hal Daumé III, John Langford",http://arxiv.org/pdf/1503.05615v2,No journal ref found,none,cs.CL,Summary2539,1504.04666v1,2015-04-18T00:23:16Z,Unsupervised Dependency Parsing: Lets Use Supervised Parsers,"Phong Le, Willem Zuidema",http://arxiv.org/pdf/1504.04666v1,No journal ref found,none,cs.CL,Summary2540,1504.04770v1,2015-04-18T22:08:50Z,Online Inference for Relation Extraction with a Reduced Feature Set,"Maxim Rabinovich, Cédric Archambeau",http://arxiv.org/pdf/1504.04770v1,No journal ref found,none,cs.CL,Summary2541,1504.06080v1,2015-04-23T08:29:11Z,svcR: An R Package for Support Vector Clustering improved with Geometric Hashing applied to Lexical Pattern Discovery,Nicolas Turenne,http://arxiv.org/pdf/1504.06080v1,No journal ref found,none,cs.LG,Summary2542,1506.00799v1,2015-06-02T08:59:47Z,Learning Speech Rate in Speech Recognition,"Xiangyu Zeng, Shi Yin, Dong Wang",http://arxiv.org/pdf/1506.00799v1,No journal ref found,none,cs.CL,Summary2543,1506.01192v3,2015-06-03T10:14:21Z,Personalizing Universal Recurrent Neural Network Language Model with User Characteristic Features by Social Network Crowdsouring,"Bo-Hsiang Tseng, Hung-Yi Lee, Lin-Shan Lee",http://arxiv.org/pdf/1506.01192v3,No journal ref found,none,cs.CL,Summary2544,1506.02075v1,2015-06-05T21:48:39Z,Large-scale Simple Question Answering with Memory Networks,"Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston",http://arxiv.org/pdf/1506.02075v1,No journal ref found,none,cs.LG,Summary2545,1506.04488v2,2015-06-15T06:30:36Z,Distilling Word Embeddings: An Encoding Approach,"Lili Mou, Ran Jia, Yan Xu, Ge Li, Lu Zhang, Zhi Jin",http://arxiv.org/pdf/1506.04488v2,No journal ref found,none,cs.CL,Summary2546,1506.04834v3,2015-06-16T05:12:52Z,Tree-structured composition in neural networks without tree-structured architectures,"Samuel R. Bowman, Christopher D. Manning, Christopher Potts",http://arxiv.org/pdf/1506.04834v3,No journal ref found,none,cs.CL,Summary2547,1506.06726v1,2015-06-22T19:33:40Z,Skip-Thought Vectors,"Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler",http://arxiv.org/pdf/1506.06726v1,No journal ref found,none,cs.CL,Summary2548,1506.07190v1,2015-06-23T20:16:06Z,Multi-domain Dialog State Tracking using Recurrent Neural Networks,"Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gašić, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1506.07190v1,No journal ref found,none,cs.CL,Summary2549,1506.07650v1,2015-06-25T07:51:55Z,Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling,"Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao",http://arxiv.org/pdf/1506.07650v1,No journal ref found,none,cs.CL,Summary2550,1506.08422v1,2015-06-28T16:17:40Z,Topic2Vec: Learning Distributed Representations of Topics,"Li-Qiang Niu, Xin-Yu Dai",http://arxiv.org/pdf/1506.08422v1,No journal ref found,none,cs.CL,Summary2551,1507.06020v1,2015-07-22T00:27:11Z,Practical Selection of SVM Supervised Parameters with Different Feature Representations for Vowel Recognition,"Rimah Amami, Dorra Ben Ayed, Noureddine Ellouze",http://arxiv.org/pdf/1507.06020v1,No journal ref found,none,cs.CL,Summary2552,1507.06021v1,2015-07-22T00:34:15Z,An Empirical Comparison of SVM and Some Supervised Learning Algorithms for Vowel recognition,"Rimah Amami, Dorra Ben Ayed, Noureddine Ellouze",http://arxiv.org/pdf/1507.06021v1,No journal ref found,none,cs.CL,Summary2553,1507.06023v1,2015-07-22T00:49:48Z,Robust speech recognition using consensus function based on multi-layer networks,"Rimah Amami, Ghaith Manita, Abir Smiti",http://arxiv.org/pdf/1507.06023v1,"9th Iberian Conference on Information Systems and Technologies (CISTI), Barcelona 18-21 June, 2014, pgs 1-6",none,cs.CL,Summary2554,1507.06025v1,2015-07-22T01:03:28Z,Incorporating Belief Function in SVM for Phoneme Recognition,"Rimah Amami, Dorra Ben Ayed, Nouerddine Ellouze",http://arxiv.org/pdf/1507.06025v1,"Lecture Notes in Computer Science Volume 8480, 2014, pp 191-199",none,cs.CL,Summary2555,1507.06028v1,2015-07-22T01:27:05Z,The challenges of SVM optimization using Adaboost on a phoneme recognition problem,"Rimah Amami, Dorra Ben Ayed, Noureddine Ellouze",http://arxiv.org/pdf/1507.06028v1,"IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom), Budapest 2-5 Dec. 2013, pgs 463-468",none,cs.CL,Summary2556,1507.08240v3,2015-07-29T17:53:50Z,EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding,"Yajie Miao, Mohammad Gowayyed, Florian Metze",http://arxiv.org/pdf/1507.08240v3,No journal ref found,none,cs.CL,Summary2557,1508.01585v2,2015-08-07T01:54:04Z,Applying Deep Learning to Answer Selection: A Study and An Open Task,"Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou",http://arxiv.org/pdf/1508.01585v2,No journal ref found,none,cs.CL,Summary2558,1508.02131v1,2015-08-10T05:57:14Z,Learning Structural Kernels for Natural Language Processing,"Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia",http://arxiv.org/pdf/1508.02131v1,No journal ref found,none,cs.CL,Summary2559,1508.02375v1,2015-08-10T19:48:33Z,Approximation-Aware Dependency Parsing by Belief Propagation,"Matthew R. Gormley, Mark Dredze, Jason Eisner",http://arxiv.org/pdf/1508.02375v1,No journal ref found,none,cs.CL,Summary2560,1508.03386v1,2015-08-13T23:44:03Z,Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems,"Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1508.03386v1,No journal ref found,none,cs.LG,Summary2561,1508.03391v2,2015-08-14T00:41:12Z,Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems,"Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1508.03391v2,No journal ref found,none,cs.LG,Summary2562,1508.03720v1,2015-08-15T11:15:32Z,Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path,"Xu Yan, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin",http://arxiv.org/pdf/1508.03720v1,No journal ref found,none,cs.CL,Summary2563,1508.03721v1,2015-08-15T11:16:39Z,A Comparative Study on Regularization Strategies for Embedding-based Neural Networks,"Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin",http://arxiv.org/pdf/1508.03721v1,No journal ref found,none,cs.CL,Summary2564,1508.04525v1,2015-08-19T04:17:47Z,Recognizing Extended Spatiotemporal Expressions by Actively Trained Average Perceptron Ensembles,"Wei Zhang, Yang Yu, Osho Gupta, Judith Gelernter",http://arxiv.org/pdf/1508.04525v1,No journal ref found,none,cs.CL,Summary2565,1509.01626v3,2015-09-04T22:31:53Z,Character-level Convolutional Networks for Text Classification,"Xiang Zhang, Junbo Zhao, Yann LeCun",http://arxiv.org/pdf/1509.01626v3,No journal ref found,none,cs.LG,Summary2566,1510.02387v2,2015-10-08T16:17:47Z,Mapping Unseen Words to Task-Trained Embedding Spaces,"Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1510.02387v2,No journal ref found,none,cs.CL,Summary2567,1510.02983v1,2015-10-10T21:22:00Z,OmniGraph: Rich Representation and Graph Kernel Learning,"Boyi Xie, Rebecca J. Passonneau",http://arxiv.org/pdf/1510.02983v1,No journal ref found,none,cs.CL,Summary2568,1511.00060v3,2015-10-31T02:05:28Z,Top-down Tree Long Short-Term Memory Networks,"Xingxing Zhang, Liang Lu, Mirella Lapata",http://arxiv.org/pdf/1511.00060v3,No journal ref found,none,cs.CL,Summary2569,1511.01432v1,2015-11-04T18:48:36Z,Semi-supervised Sequence Learning,"Andrew M. Dai, Quoc V. Le",http://arxiv.org/pdf/1511.01432v1,No journal ref found,none,cs.LG,Summary2570,1511.02024v1,2015-11-06T10:29:26Z,Towards a Better Understanding of Predict and Count Models,"S. Sathiya Keerthi, Tobias Schnabel, Rajiv Khanna",http://arxiv.org/pdf/1511.02024v1,No journal ref found,none,cs.LG,Summary2571,1511.03683v5,2015-11-11T21:16:59Z,Generative Concatenative Nets Jointly Learn to Write and Classify Reviews,"Zachary C. Lipton, Sharad Vikram, Julian McAuley",http://arxiv.org/pdf/1511.03683v5,No journal ref found,none,cs.CL,Summary2572,1511.04108v4,2015-11-12T22:01:54Z,LSTM-based Deep Learning Models for Non-factoid Answer Selection,"Ming Tan, Cicero dos Santos, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1511.04108v4,No journal ref found,none,cs.CL,Summary2573,1511.04747v6,2015-11-15T18:16:20Z,Learning Representations of Affect from Speech,"Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer",http://arxiv.org/pdf/1511.04747v6,No journal ref found,none,cs.CL,Summary2574,1511.05926v1,2015-11-18T20:17:39Z,Combining Neural Networks and Log-linear Models to Improve Relation Extraction,"Thien Huu Nguyen, Ralph Grishman",http://arxiv.org/pdf/1511.05926v1,No journal ref found,none,cs.CL,Summary2575,1511.06018v2,2015-11-18T23:02:45Z,Segmental Recurrent Neural Networks,"Lingpeng Kong, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1511.06018v2,No journal ref found,none,cs.CL,Summary2576,1511.06066v1,2015-11-19T05:54:45Z,Transfer Learning for Speech and Language Processing,"Dong Wang, Thomas Fang Zheng",http://arxiv.org/pdf/1511.06066v1,No journal ref found,none,cs.CL,Summary2577,1511.06219v2,2015-11-19T15:51:31Z,Knowledge Base Population using Semantic Label Propagation,"Lucas Sterckx, Thomas Demeester, Johannes Deleu, Chris Develder",http://arxiv.org/pdf/1511.06219v2,No journal ref found,none,cs.CL,Summary2578,1511.06303v2,2015-11-19T18:46:21Z,Alternative structures for character-level RNNs,"Piotr Bojanowski, Armand Joulin, Tomas Mikolov",http://arxiv.org/pdf/1511.06303v2,No journal ref found,none,cs.LG,Summary2579,1511.06349v4,2015-11-19T20:38:45Z,Generating Sentences from a Continuous Space,"Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jozefowicz, Samy Bengio",http://arxiv.org/pdf/1511.06349v4,"SIGNLL Conference on Computational Natural Language Learning (CONLL), 2016",none,cs.LG,Summary2580,1511.06379v1,2015-11-19T21:07:27Z,Dynamic Adaptive Network Intelligence,"Richard Searle, Megan Bingham-Walker",http://arxiv.org/pdf/1511.06379v1,No journal ref found,none,cs.CL,Summary2581,1511.06388v1,2015-11-19T21:22:42Z,sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings,"Andrew Trask, Phil Michalak, John Liu",http://arxiv.org/pdf/1511.06388v1,No journal ref found,none,cs.CL,Summary2582,1511.06396v2,2015-11-19T21:42:23Z,Multilingual Relation Extraction using Compositional Universal Schema,"Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum",http://arxiv.org/pdf/1511.06396v2,No journal ref found,none,cs.CL,Summary2583,1511.06397v2,2015-11-19T21:42:47Z,Compressing Word Embeddings,Martin Andrews,http://arxiv.org/pdf/1511.06397v2,No journal ref found,none,cs.CL,Summary2584,1511.06407v2,2015-11-19T21:56:53Z,Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition,"Suyoun Kim, Ian Lane",http://arxiv.org/pdf/1511.06407v2,No journal ref found,none,cs.LG,Summary2585,1511.06732v7,2015-11-20T19:25:54Z,Sequence Level Training with Recurrent Neural Networks,"MarcAurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba",http://arxiv.org/pdf/1511.06732v7,No journal ref found,none,cs.LG,Summary2586,1511.06931v6,2015-11-21T22:26:49Z,Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems,"Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston",http://arxiv.org/pdf/1511.06931v6,No journal ref found,none,cs.CL,Summary2587,1511.06961v1,2015-11-22T04:28:39Z,On the Linear Algebraic Structure of Distributed Word Representations,Lisa Seung-Yeon Lee,http://arxiv.org/pdf/1511.06961v1,No journal ref found,none,cs.CL,Summary2588,1511.08198v3,2015-11-25T20:52:15Z,Towards Universal Paraphrastic Sentence Embeddings,"John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1511.08198v3,No journal ref found,none,cs.CL,Summary2589,1511.08407v4,2015-11-26T14:58:17Z,The Mechanism of Additive Composition,"Ran Tian, Naoaki Okazaki, Kentaro Inui",http://arxiv.org/pdf/1511.08407v4,No journal ref found,none,cs.CL,Summary2590,1512.01283v1,2015-12-03T23:42:10Z,Predicting the top and bottom ranks of billboard songs using Machine Learning,"Vivek Datla, Abhinav Vishnu",http://arxiv.org/pdf/1512.01283v1,No journal ref found,none,cs.CL,Summary2591,1512.04092v1,2015-12-13T17:52:44Z,Stack Exchange Tagger,"Sanket Mehta, Shagun Sodhani",http://arxiv.org/pdf/1512.04092v1,No journal ref found,none,cs.CL,Summary2592,1512.04906v1,2015-12-15T19:29:01Z,Strategies for Training Large Vocabulary Neural Language Models,"Welin Chen, David Grangier, Michael Auli",http://arxiv.org/pdf/1512.04906v1,No journal ref found,none,cs.CL,Summary2593,1512.08422v3,2015-12-28T14:28:21Z,Natural Language Inference by Tree-Based Convolution and Heuristic Matching,"Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin",http://arxiv.org/pdf/1512.08422v3,No journal ref found,none,cs.CL,Summary2594,1601.00770v3,2016-01-05T08:53:05Z,End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures,"Makoto Miwa, Mohit Bansal",http://arxiv.org/pdf/1601.00770v3,No journal ref found,none,cs.CL,Summary2595,1601.03651v2,2016-01-14T16:30:41Z,Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation,"Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin",http://arxiv.org/pdf/1601.03651v2,No journal ref found,none,cs.CL,Summary2596,1601.04468v1,2016-01-18T11:09:02Z,Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation,"Artem Sokolov, Stefan Riezler, Tanguy Urvoy",http://arxiv.org/pdf/1601.04468v1,No journal ref found,none,cs.CL,Summary2597,1601.04580v2,2016-01-18T15:46:00Z,Nonparametric Bayesian Storyline Detection from Microtexts,"Vinodh Krishnan, Jacob Eisenstein",http://arxiv.org/pdf/1601.04580v2,No journal ref found,none,cs.CL,Summary2598,1602.00426v1,2016-02-01T08:37:56Z,An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection,"Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-shan Lee",http://arxiv.org/pdf/1602.00426v1,No journal ref found,none,cs.CL,Summary2599,1602.03483v1,2016-02-10T18:49:58Z,Learning Distributed Representations of Sentences from Unlabelled Data,"Felix Hill, Kyunghyun Cho, Anna Korhonen",http://arxiv.org/pdf/1602.03483v1,No journal ref found,none,cs.CL,Summary2600,1602.03609v1,2016-02-11T03:06:33Z,Attentive Pooling Networks,"Cicero dos Santos, Ming Tan, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1602.03609v1,No journal ref found,none,cs.CL,Summary2601,1602.04874v1,2016-02-16T00:45:19Z,Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation,"Yushi Yao, Zheng Huang",http://arxiv.org/pdf/1602.04874v1,No journal ref found,none,cs.LG,Summary2602,1602.05307v1,2016-02-17T05:26:47Z,Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding,"Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han",http://arxiv.org/pdf/1602.05307v1,No journal ref found,none,cs.CL,Summary2603,1602.08952v2,2016-02-29T13:31:17Z,Representation of linguistic form and function in recurrent neural networks,"Ákos Kádár, Grzegorz Chrupała, Afra Alishahi",http://arxiv.org/pdf/1602.08952v2,No journal ref found,none,cs.CL,Summary2604,1603.00892v1,2016-03-02T21:19:36Z,Counter-fitting Word Vectors to Linguistic Constraints,"Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gašić, Lina Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1603.00892v1,No journal ref found,none,cs.CL,Summary2605,1603.02514v3,2016-03-08T13:24:45Z,Variational Autoencoders for Semi-supervised Text Classification,"Weidi Xu, Haoze Sun, Chao Deng, Ying Tan",http://arxiv.org/pdf/1603.02514v3,No journal ref found,none,cs.CL,Summary2606,1603.04553v1,2016-03-15T04:39:15Z,Unsupervised Ranking Model for Entity Coreference Resolution,"Xuezhe Ma, Zhengzhong Liu, Eduard Hovy",http://arxiv.org/pdf/1603.04553v1,No journal ref found,none,cs.CL,Summary2607,1603.05673v1,2016-03-17T20:20:32Z,Predicting health inspection results from online restaurant reviews,"Samantha Wong, Hamidreza Chinaei, Frank Rudzicz",http://arxiv.org/pdf/1603.05673v1,No journal ref found,none,cs.CL,Summary2608,1603.05962v1,2016-03-18T19:24:44Z,Document Neural Autoregressive Distribution Estimation,"Stanislas Lauly, Yin Zheng, Alexandre Allauzen, Hugo Larochelle",http://arxiv.org/pdf/1603.05962v1,No journal ref found,none,cs.LG,Summary2609,1603.06147v4,2016-03-19T21:35:04Z,A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation,"Junyoung Chung, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1603.06147v4,No journal ref found,none,cs.CL,Summary2610,1603.06270v2,2016-03-20T21:15:56Z,Multi-Task Cross-Lingual Sequence Tagging from Scratch,"Zhilin Yang, Ruslan Salakhutdinov, William Cohen",http://arxiv.org/pdf/1603.06270v2,No journal ref found,none,cs.CL,Summary2611,1603.06571v3,2016-03-21T16:32:06Z,Bayesian Neural Word Embedding,Oren Barkan,http://arxiv.org/pdf/1603.06571v3,No journal ref found,none,cs.CL,Summary2612,1603.09630v2,2016-03-31T15:10:40Z,Differentiable Pooling for Unsupervised Acoustic Model Adaptation,"Pawel Swietojanski, Steve Renals",http://arxiv.org/pdf/1603.09630v2,No journal ref found,none,cs.CL,Summary2613,1603.09631v2,2016-03-31T15:13:51Z,Data Collection for Interactive Learning through the Dialog,"Miroslav Vodolán, Filip Jurčíček",http://arxiv.org/pdf/1603.09631v2,No journal ref found,none,cs.CL,Summary2614,1604.00788v2,2016-04-04T09:30:54Z,Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models,"Minh-Thang Luong, Christopher D. Manning",http://arxiv.org/pdf/1604.00788v2,No journal ref found,none,cs.CL,Summary2615,1604.02506v3,2016-04-09T01:14:05Z,Word embeddings and recurrent neural networks based on Long-Short Term Memory nodes in supervised biomedical word sense disambiguation,Antonio Jimeno Yepes,http://arxiv.org/pdf/1604.02506v3,No journal ref found,none,cs.CL,Summary2616,1604.04802v1,2016-04-16T21:18:14Z,Supervised and Unsupervised Ensembling for Knowledge Base Population,"Nazneen Fatema Rajani, Raymond J. Mooney",http://arxiv.org/pdf/1604.04802v1,No journal ref found,none,cs.CL,Summary2617,1604.04835v2,2016-04-17T07:15:33Z,SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions,"Han Xiao, Minlie Huang, Xiaoyan Zhu",http://arxiv.org/pdf/1604.04835v2,No journal ref found,none,cs.CL,Summary2618,1605.03481v2,2016-05-11T15:30:09Z,Tweet2Vec: Character-Based Distributed Representations for Social Media,"Bhuwan Dhingra, Zhong Zhou, Dylan Fitzpatrick, Michael Muehl, William W. Cohen",http://arxiv.org/pdf/1605.03481v2,No journal ref found,none,cs.LG,Summary2619,1605.05087v2,2016-05-17T10:07:34Z,Word2Vec is a special case of Kernel Correspondence Analysis and Kernels for Natural Language Processing,"Hirotaka Niitsuma, Minho Lee",http://arxiv.org/pdf/1605.05087v2,No journal ref found,none,cs.LG,Summary2620,1605.05414v2,2016-05-18T01:36:29Z,On the Evaluation of Dialogue Systems with Next Utterance Classification,"Ryan Lowe, Iulian V. Serban, Mike Noseworthy, Laurent Charlin, Joelle Pineau",http://arxiv.org/pdf/1605.05414v2,No journal ref found,none,cs.CL,Summary2621,1605.07669v2,2016-05-24T21:56:08Z,On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems,"Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1605.07669v2,No journal ref found,none,cs.CL,Summary2622,1606.00372v1,2016-06-01T18:01:14Z,Conversational Contextual Cues: The Case of Personalization and History for Response Ranking,"Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-hsuan Sung, Brian Strope, Ray Kurzweil",http://arxiv.org/pdf/1606.00372v1,No journal ref found,none,cs.CL,Summary2623,1606.00739v2,2016-06-02T16:06:29Z,Stochastic Structured Prediction under Bandit Feedback,"Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler",http://arxiv.org/pdf/1606.00739v2,No journal ref found,none,cs.CL,Summary2624,1606.01280v4,2016-06-03T21:27:03Z,Dependency Parsing as Head Selection,"Xingxing Zhang, Jianpeng Cheng, Mirella Lapata",http://arxiv.org/pdf/1606.01280v4,No journal ref found,none,cs.CL,Summary2625,1606.01549v2,2016-06-05T19:30:39Z,Gated-Attention Readers for Text Comprehension,"Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov",http://arxiv.org/pdf/1606.01549v2,No journal ref found,none,cs.CL,Summary2626,1606.02689v1,2016-06-08T19:03:06Z,Continuously Learning Neural Dialogue Management,"Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1606.02689v1,No journal ref found,none,cs.CL,Summary2627,1606.03153v1,2016-06-10T01:22:32Z,Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition,"Furong Huang, Animashree Anandkumar",http://arxiv.org/pdf/1606.03153v1,No journal ref found,none,cs.CL,Summary2628,1606.04199v3,2016-06-14T03:53:00Z,Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation,"Jie Zhou, Ying Cao, Xuguang Wang, Peng Li, Wei Xu",http://arxiv.org/pdf/1606.04199v3,No journal ref found,none,cs.CL,Summary2629,1606.06950v1,2016-06-22T13:51:57Z,A segmental framework for fully-unsupervised large-vocabulary speech recognition,"Herman Kamper, Aren Jansen, Sharon Goldwater",http://arxiv.org/pdf/1606.06950v1,No journal ref found,none,cs.CL,Summary2630,1606.09058v1,2016-06-29T12:08:51Z,A Distributional Semantics Approach to Implicit Language Learning,"Dimitrios Alikaniotis, John N. Williams",http://arxiv.org/pdf/1606.09058v1,No journal ref found,none,cs.CL,Summary2631,1607.00970v2,2016-07-04T17:42:52Z,Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation,"Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin",http://arxiv.org/pdf/1607.00970v2,No journal ref found,none,cs.CL,Summary2632,1607.02310v2,2016-07-08T11:01:56Z,Collaborative Training of Tensors for Compositional Distributional Semantics,Tamara Polajnar,http://arxiv.org/pdf/1607.02310v2,No journal ref found,none,cs.CL,Summary2633,1607.03707v1,2016-07-13T12:48:33Z,Re-presenting a Story by Emotional Factors using Sentimental Analysis Method,"Hwiyeol Jo, Yohan Moon, Jong In Kim, Jeong Ryu",http://arxiv.org/pdf/1607.03707v1,No journal ref found,none,cs.CL,Summary2634,1607.03780v1,2016-07-13T15:08:26Z,A Vector Space for Distributional Semantics for Entailment,"James Henderson, Diana Nicoleta Popa",http://arxiv.org/pdf/1607.03780v1,No journal ref found,none,cs.CL,Summary2635,1607.04606v1,2016-07-15T18:27:55Z,Enriching Word Vectors with Subword Information,"Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov",http://arxiv.org/pdf/1607.04606v1,No journal ref found,none,cs.CL,Summary2636,1607.04683v2,2016-07-15T23:31:45Z,On the efficient representation and execution of deep acoustic models,"Raziel Alvarez, Rohit Prabhavalkar, Anton Bakhtin",http://arxiv.org/pdf/1607.04683v2,No journal ref found,none,cs.LG,Summary2637,1608.00318v2,2016-08-01T04:42:49Z,A Neural Knowledge Language Model,"Sungjin Ahn, Heeyoul Choi, Tanel Pärnamaa, Yoshua Bengio",http://arxiv.org/pdf/1608.00318v2,No journal ref found,none,cs.CL,Summary2638,1608.01238v1,2016-08-03T16:12:23Z,Improving Quality of Hierarchical Clustering for Large Data Series,Manuel R. Ciosici,http://arxiv.org/pdf/1608.01238v1,No journal ref found,none,cs.CL,Summary2639,1608.01281v1,2016-08-03T18:35:12Z,Learning Online Alignments with Continuous Rewards Policy Gradient,"Yuping Luo, Chung-Cheng Chiu, Navdeep Jaitly, Ilya Sutskever",http://arxiv.org/pdf/1608.01281v1,No journal ref found,none,cs.LG,Summary2640,1608.02071v1,2016-08-06T06:24:59Z,Transferring Knowledge from Text to Predict Disease Onset,"Yun Liu, Kun-Ta Chuang, Fu-Wen Liang, Huey-Jen Su, Collin M. Stultz, John V. Guttag",http://arxiv.org/pdf/1608.02071v1,No journal ref found,none,cs.LG,Summary2641,1608.02689v1,2016-08-09T04:38:38Z,Multi-task Multi-domain Representation Learning for Sequence Tagging,"Nanyun Peng, Mark Dredze",http://arxiv.org/pdf/1608.02689v1,No journal ref found,none,cs.CL,Summary2642,1609.00777v2,2016-09-03T01:02:51Z,End-to-End Reinforcement Learning of Dialogue Agents for Information Access,"Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng",http://arxiv.org/pdf/1609.00777v2,No journal ref found,none,cs.CL,Summary2643,1609.01586v1,2016-09-06T14:54:58Z,A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records,"Ravi Garg, Shu Dong, Sanjiv Shah, Siddhartha R Jonnalagadda",http://arxiv.org/pdf/1609.01586v1,No journal ref found,none,cs.LG,Summary2644,1609.02745v1,2016-09-09T11:16:15Z,A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1609.02745v1,No journal ref found,none,cs.CL,Summary2645,1609.02746v1,2016-09-09T11:16:56Z,INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1609.02746v1,Proceedings of SemEval (2016): 178-182,none,cs.CL,Summary2646,1609.02748v2,2016-09-09T11:23:51Z,INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1609.02748v2,Proceedings of SemEval (2016): 330-336,none,cs.CL,Summary2647,1609.03663v1,2016-09-13T03:02:32Z,An Experimental Study of LSTM Encoder-Decoder Model for Text Simplification,"Tong Wang, Ping Chen, Kevin Amaral, Jipeng Qiang",http://arxiv.org/pdf/1609.03663v1,No journal ref found,none,cs.CL,Summary2648,1609.04309v2,2016-09-14T15:15:08Z,Efficient softmax approximation for GPUs,"Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou",http://arxiv.org/pdf/1609.04309v2,No journal ref found,none,cs.CL,Summary2649,1609.06127v1,2016-09-20T12:29:15Z,A framework for mining process models from emails logs,"Diana Jlailaty, Daniela Grigori, Khalid Belhajjame",http://arxiv.org/pdf/1609.06127v1,No journal ref found,none,cs.CL,Summary2650,1609.06686v1,2016-09-21T19:08:15Z,Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1609.06686v1,No journal ref found,none,cs.CL,Summary2651,1609.09007v1,2016-09-28T16:55:52Z,Unsupervised Neural Hidden Markov Models,"Ke Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight",http://arxiv.org/pdf/1609.09007v1,No journal ref found,none,cs.CL,Summary2652,1609.09247v1,2016-09-29T08:12:14Z,Training Dependency Parsers with Partial Annotation,"Zhenghua Li, Yue Zhang, Jiayuan Chao, Min Zhang",http://arxiv.org/pdf/1609.09247v1,No journal ref found,none,cs.CL,Summary2653,1610.00388v3,2016-10-03T02:11:03Z,Learning to Translate in Real-time with Neural Machine Translation,"Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O. K. Li",http://arxiv.org/pdf/1610.00388v3,No journal ref found,none,cs.CL,Summary2654,1610.00852v1,2016-10-04T06:01:03Z,Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction,"Joey Hong, Chris Mattmann, Paul Ramirez",http://arxiv.org/pdf/1610.00852v1,No journal ref found,none,cs.LG,Summary2655,1610.03017v2,2016-10-10T18:19:34Z,Fully Character-Level Neural Machine Translation without Explicit Segmentation,"Jason Lee, Kyunghyun Cho, Thomas Hofmann",http://arxiv.org/pdf/1610.03017v2,No journal ref found,none,cs.CL,Summary2656,1610.03342v1,2016-10-11T14:00:28Z,From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning,"Lieke Gelderloos, Grzegorz Chrupała",http://arxiv.org/pdf/1610.03342v1,No journal ref found,none,cs.CL,Summary2657,1610.03950v1,2016-10-13T06:55:54Z,Compressing Neural Language Models by Sparse Word Representations,"Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin",http://arxiv.org/pdf/1610.03950v1,No journal ref found,none,cs.CL,Summary2658,1610.04718v2,2016-10-15T11:04:44Z,Generalization of metric classification algorithms for sequences classification and labelling,"Roman Samarev, Andrey Vasnetsov, Elizaveta Smelkova",http://arxiv.org/pdf/1610.04718v2,No journal ref found,none,cs.LG,Summary2659,1610.05670v1,2016-10-18T15:22:14Z,Stylometric Analysis of Early Modern Period English Plays,"Mark Eisen, Santiago Segarra, Gabriel Egan, Alejandro Ribeiro",http://arxiv.org/pdf/1610.05670v1,No journal ref found,none,cs.CL,Summary2660,1610.05812v3,2016-10-18T22:06:01Z,Small-footprint Highway Deep Neural Networks for Speech Recognition,"Liang Lu, Steve Renals",http://arxiv.org/pdf/1610.05812v3,No journal ref found,none,cs.CL,Summary2661,1610.08229v1,2016-10-26T08:48:10Z,Word Embeddings and Their Use In Sentence Classification Tasks,"Amit Mandelbaum, Adi Shalev",http://arxiv.org/pdf/1610.08229v1,No journal ref found,none,cs.LG,Summary2662,1610.08613v2,2016-10-27T04:28:29Z,Can Active Memory Replace Attention?,"Łukasz Kaiser, Samy Bengio",http://arxiv.org/pdf/1610.08613v2,No journal ref found,none,cs.LG,Summary2663,1610.08763v1,2016-10-27T13:20:25Z,CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases,"Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han",http://arxiv.org/pdf/1610.08763v1,No journal ref found,none,cs.CL,Summary2664,1610.09158v1,2016-10-28T10:26:40Z,Towards a continuous modeling of natural language domains,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1610.09158v1,No journal ref found,none,cs.CL,Summary2665,1610.09756v2,2016-10-31T01:31:52Z,Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity,"Vinayak Athavale, Shreenivas Bharadwaj, Monik Pamecha, Ameya Prabhu, Manish Shrivastava",http://arxiv.org/pdf/1610.09756v2,Published as a conference paper at ICON 2016,none,cs.CL,Summary2666,1610.09893v1,2016-10-31T12:24:13Z,LightRNN: Memory and Computation-Efficient Recurrent Neural Networks,"Xiang Li, Tao Qin, Jian Yang, Tie-Yan Liu",http://arxiv.org/pdf/1610.09893v1,No journal ref found,none,cs.CL,Summary2667,1610.10099v1,2016-10-31T19:56:39Z,Neural Machine Translation in Linear Time,"Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aaron van den Oord, Alex Graves, Koray Kavukcuoglu",http://arxiv.org/pdf/1610.10099v1,No journal ref found,none,cs.CL,Summary2668,1611.01547v4,2016-11-04T21:35:07Z,Automated Generation of Multilingual Clusters for the Evaluation of Distributed Representations,"Philip Blair, Yuval Merhav, Joel Barry",http://arxiv.org/pdf/1611.01547v4,No journal ref found,none,cs.CL,Summary2669,1611.01714v1,2016-11-06T01:32:39Z,Beyond Fine Tuning: A Modular Approach to Learning on Small Data,"Ark Anderson, Kyle Shaffer, Artem Yankov, Court D. Corley, Nathan O. Hodas",http://arxiv.org/pdf/1611.01714v1,No journal ref found,none,cs.LG,Summary2670,1611.01724v1,2016-11-06T03:17:42Z,Words or Characters? Fine-grained Gating for Reading Comprehension,"Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov",http://arxiv.org/pdf/1611.01724v1,No journal ref found,none,cs.CL,Summary2671,1611.07174v2,2016-11-22T07:36:21Z,Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition,"Zewang Zhang, Zheng Sun, Jiaqi Liu, Jingwen Chen, Zhao Huo, Xiao Zhang",http://arxiv.org/pdf/1611.07174v2,No journal ref found,none,cs.CL,Summary2672,1611.07897v1,2016-11-23T17:32:23Z,Unsupervised Learning of Sentence Representations using Convolutional Neural Networks,"Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin",http://arxiv.org/pdf/1611.07897v1,No journal ref found,none,cs.CL,Summary2673,1611.08034v1,2016-11-23T23:40:50Z,Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling,"Zhe Gan, Chunyuan Li, Changyou Chen, Yunchen Pu, Qinliang Su, Lawrence Carin",http://arxiv.org/pdf/1611.08034v1,No journal ref found,none,cs.CL,Summary2674,1612.00913v2,2016-12-03T02:13:18Z,End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager,"Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tur, Paul Crook, Xiujun Li, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1612.00913v2,No journal ref found,none,cs.CL,Summary2675,1612.03651v1,2016-12-12T12:51:03Z,FastText.zip: Compressing text classification models,"Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hérve Jégou, Tomas Mikolov",http://arxiv.org/pdf/1612.03651v1,No journal ref found,none,cs.CL,Summary2676,1612.04426v1,2016-12-13T23:09:49Z,Improving Neural Language Models with a Continuous Cache,"Edouard Grave, Armand Joulin, Nicolas Usunier",http://arxiv.org/pdf/1612.04426v1,No journal ref found,none,cs.CL,Summary2677,1612.07411v1,2016-12-22T01:25:20Z,A Context-aware Attention Network for Interactive Question Answering,"Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav",http://arxiv.org/pdf/1612.07411v1,No journal ref found,none,cs.CL,Summary2678,1612.07940v1,2016-12-23T11:32:37Z,Supervised Opinion Aspect Extraction by Exploiting Past Extraction Results,"Lei Shu, Bing Liu, Hu Xu, Annice Kim",http://arxiv.org/pdf/1612.07940v1,No journal ref found,none,cs.CL,Summary2679,1701.00851v1,2017-01-03T22:26:10Z,Unsupervised neural and Bayesian models for zero-resource speech processing,Herman Kamper,http://arxiv.org/pdf/1701.00851v1,No journal ref found,none,cs.CL,Summary2680,1701.02481v2,2017-01-10T08:59:38Z,Implicitly Incorporating Morphological Information into Word Embedding,"Yang Xu, Jiawei Liu",http://arxiv.org/pdf/1701.02481v2,No journal ref found,none,cs.CL,Summary2681,1701.08694v1,2017-01-27T13:08:08Z,A Comparative Study on Different Types of Approaches to Bengali document Categorization,"Md. Saiful Islam, Fazla Elahi Md Jubayer, Syed Ikhtiar Ahmed",http://arxiv.org/pdf/1701.08694v1,No journal ref found,none,cs.CL,Summary2682,1702.01829v1,2017-02-07T00:26:56Z,Neural Discourse Structure for Text Categorization,"Yangfeng Ji, Noah Smith",http://arxiv.org/pdf/1702.01829v1,No journal ref found,none,cs.CL,Summary2683,1702.02052v1,2017-02-07T14:59:45Z,Knowledge Adaptation: Teaching to Adapt,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1702.02052v1,No journal ref found,none,cs.CL,Summary2684,1702.02206v1,2017-02-07T21:23:01Z,Semi-Supervised QA with Generative Domain-Adaptive Nets,"Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen",http://arxiv.org/pdf/1702.02206v1,No journal ref found,none,cs.CL,Summary2685,1702.02426v1,2017-02-08T13:49:59Z,Data Selection Strategies for Multi-Domain Sentiment Analysis,"Sebastian Ruder, Parsa Ghaffari, John G. Breslin",http://arxiv.org/pdf/1702.02426v1,No journal ref found,none,cs.CL,Summary2686,1702.02429v1,2017-02-08T13:56:16Z,Trainable Greedy Decoding for Neural Machine Translation,"Jiatao Gu, Kyunghyun Cho, Victor O. K. Li",http://arxiv.org/pdf/1702.02429v1,No journal ref found,none,cs.CL,Summary2687,1702.02640v1,2017-02-08T22:24:14Z,Character-level Deep Conflation for Business Data Analytics,"Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1702.02640v1,No journal ref found,none,cs.CL,Summary2688,1702.03402v1,2017-02-11T09:50:40Z,Parallel Long Short-Term Memory for Multi-stream Classification,"Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori",http://arxiv.org/pdf/1702.03402v1,No journal ref found,none,cs.LG,Summary2689,1703.00786v1,2017-03-02T13:52:47Z,A Generic Online Parallel Learning Framework for Large Margin Models,"Shuming Ma, Xu Sun",http://arxiv.org/pdf/1703.00786v1,No journal ref found,none,cs.CL,Summary2690,1307.5736v1,2013-07-19T05:27:46Z,Speaker Independent Continuous Speech to Text Converter for Mobile Application,"R. Sandanalakshmi, P. Abinaya Viji, M. Kiruthiga, M. Manjari, M. Sharina",http://arxiv.org/pdf/1307.5736v1,No journal ref found,none,cs.CL,Summary2691,1309.3946v1,2013-09-16T13:21:45Z,Using Self-Organizing Maps for Sentiment Analysis,"Anuj Sharma, Shubhamoy Dey",http://arxiv.org/pdf/1309.3946v1,No journal ref found,none,cs.IR,Summary2692,1408.5403v1,2014-08-22T12:15:54Z,Neural Mechanism of Language,"Peilei Liu, Ting Wang",http://arxiv.org/pdf/1408.5403v1,No journal ref found,none,cs.NE,Summary2693,1507.04116v1,2015-07-15T08:19:14Z,Language discrimination and clustering via a neural network approach,"Angelo Mariano, Giorgio Parisi, Saverio Pascazio",http://arxiv.org/pdf/1507.04116v1,No journal ref found,none,cond-mat.dis-nn,Summary2694,1602.06727v3,2016-02-22T11:11:04Z,Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Generation Error Training,"Zhizheng Wu, Simon King",http://arxiv.org/pdf/1602.06727v3,No journal ref found,none,cs.SD,Summary2695,1606.06137v1,2016-06-20T14:26:33Z,LSTM-Based Predictions for Proactive Information Retrieval,"Petri Luukkonen, Markus Koskela, Patrik Floréen",http://arxiv.org/pdf/1606.06137v1,No journal ref found,none,cs.IR,Summary2696,1609.06616v2,2016-09-21T16:09:12Z,Gov2Vec: Learning Distributed Representations of Institutions and Their Legal Text,John J. Nay,http://arxiv.org/pdf/1609.06616v2,No journal ref found,none,cs.CL,Summary2697,1610.06370v1,2016-10-20T11:48:30Z,Clinical Text Prediction with Numerically Grounded Conditional Language Models,"Georgios P. Spithourakis, Steffen E. Petersen, Sebastian Riedel",http://arxiv.org/pdf/1610.06370v1,No journal ref found,none,cs.CL,Summary2698,1702.02092v1,2017-01-23T11:18:06Z,Characterisation of speech diversity using self-organising maps,"Tom A. F. Anderson, David M. W. Powers",http://arxiv.org/pdf/1702.02092v1,No journal ref found,none,cs.CL,Summary2699,1702.03197v1,2017-02-10T14:59:14Z,Arabic Language Sentiment Analysis on Health Services,"Abdulaziz M. Alayba, Vasile Palade, Matthew England, Rahat Iqbal",http://arxiv.org/pdf/1702.03197v1,No journal ref found,none,cs.CL,Summary2700,1003.1954v2,2010-03-09T19:01:51Z,Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs,"Dávid Pál, Barnabás Póczos, Csaba Szepesvári",http://arxiv.org/pdf/1003.1954v2,No journal ref found,none,stat.ML,Summary2701,1004.2304v1,2010-04-14T01:50:42Z,Spatio-Temporal Graphical Model Selection,"Patrick L. Harrington Jr., Alfred O. Hero III",http://arxiv.org/pdf/1004.2304v1,No journal ref found,none,stat.ML,Summary2702,1009.2009v1,2010-09-10T13:25:05Z,Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data,"Tran The Truyen, Dinh Q. Phung, Hung H. Bui, Svetha Venkatesh",http://arxiv.org/pdf/1009.2009v1,No journal ref found,none,stat.ML,Summary2703,1011.3494v1,2010-11-15T20:27:42Z,Learning Planar Ising Models,"Jason K. Johnson, Praneeth Netrapalli, Michael Chertkov",http://arxiv.org/pdf/1011.3494v1,No journal ref found,none,stat.ML,Summary2704,1103.5708v1,2011-03-29T17:02:35Z,Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments,"Yi Sun, Faustino Gomez, Juergen Schmidhuber",http://arxiv.org/pdf/1103.5708v1,No journal ref found,none,cs.AI,Summary2705,1105.0167v3,2011-05-01T13:07:51Z,SERAPH: Semi-supervised Metric Learning Paradigm with Hyper Sparsity,"Gang Niu, Bo Dai, Makoto Yamada, Masashi Sugiyama",http://arxiv.org/pdf/1105.0167v3,No journal ref found,none,stat.ML,Summary2706,1105.1853v1,2011-05-10T04:22:00Z,Feedback Message Passing for Inference in Gaussian Graphical Models,"Ying Liu, Venkat Chandrasekaran, Animashree Anandkumar, Alan S. Willsky",http://arxiv.org/pdf/1105.1853v1,No journal ref found,none,stat.ML,Summary2707,1106.3655v2,2011-06-18T15:00:45Z,Bayesian multitask inverse reinforcement learning,"Christos Dimitrakakis, Constantin Rothkopf",http://arxiv.org/pdf/1106.3655v2,"Recent Advances in Reinforcement Learning LNCS 7188, pp. 273-284, 2012",none,stat.ML,Summary2708,1107.1805v1,2011-07-09T17:58:46Z,Loss-sensitive Training of Probabilistic Conditional Random Fields,"Maksims N. Volkovs, Hugo Larochelle, Richard S. Zemel",http://arxiv.org/pdf/1107.1805v1,No journal ref found,none,stat.ML,Summary2709,1107.2699v1,2011-07-13T23:26:42Z,Linear Latent Force Models using Gaussian Processes,"Mauricio A. Álvarez, David Luengo, Neil D. Lawrence",http://arxiv.org/pdf/1107.2699v1,No journal ref found,none,stat.ML,Summary2710,1108.2989v1,2011-08-15T13:26:26Z,A theory of multiclass boosting,"Indraneel Mukherjee, Robert E. Schapire",http://arxiv.org/pdf/1108.2989v1,No journal ref found,none,stat.ML,Summary2711,1112.1217v1,2011-12-06T10:17:31Z,Entropy Search for Information-Efficient Global Optimization,"Philipp Hennig, Christian J. Schuler",http://arxiv.org/pdf/1112.1217v1,No journal ref found,none,stat.ML,Summary2712,1112.2679v1,2011-12-12T20:11:41Z,Truncated Power Method for Sparse Eigenvalue Problems,"Xiao-Tong Yuan, Tong Zhang",http://arxiv.org/pdf/1112.2679v1,No journal ref found,none,stat.ML,Summary2713,1201.1657v1,2012-01-08T20:28:42Z,A Split-Merge MCMC Algorithm for the Hierarchical Dirichlet Process,"Chong Wang, David M. Blei",http://arxiv.org/pdf/1201.1657v1,No journal ref found,none,stat.ML,Summary2714,1206.4116v1,2012-06-19T03:35:52Z,Dependence Maximizing Temporal Alignment via Squared-Loss Mutual Information,"Makoto Yamada, Leonid Sigal, Michalis Raptis, Masashi Sugiyama",http://arxiv.org/pdf/1206.4116v1,No journal ref found,none,stat.ML,Summary2715,1206.6424v1,2012-06-27T19:59:59Z,Anytime Marginal MAP Inference,"Denis Maua, Cassio De Campos",http://arxiv.org/pdf/1206.6424v1,No journal ref found,none,cs.AI,Summary2716,1212.2503v1,2012-10-19T15:06:57Z,Practically Perfect,"Christopher Meek, David Maxwell Chickering",http://arxiv.org/pdf/1212.2503v1,No journal ref found,none,cs.AI,Summary2717,1111.0708v2,2011-11-03T01:32:44Z,Bayesian Causal Induction,Pedro A. Ortega,http://arxiv.org/pdf/1111.0708v2,No journal ref found,none,stat.ML,Summary2718,1109.1032v1,2011-09-06T00:12:55Z,Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models,"Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet",http://arxiv.org/pdf/1109.1032v1,No journal ref found,none,cs.AI,Summary2719,1301.2158v1,2013-01-10T15:29:59Z,Artificial Intelligence Framework for Simulating Clinical Decision-Making: A Markov Decision Process Approach,"Casey C. Bennett, Kris Hauser",http://arxiv.org/pdf/1301.2158v1,Artificial Intelligence in Medicine. 57(1): 9-19. (2013),none,cs.AI,Summary2720,1301.7189v2,2013-01-30T10:40:07Z,Approximate Counting of Graphical Models Via MCMC Revisited,Jose M. Peña,http://arxiv.org/pdf/1301.7189v2,No journal ref found,none,stat.ML,Summary2721,1307.0802v2,2013-07-02T19:32:17Z,A Statistical Learning Theory Framework for Supervised Pattern Discovery,"Jonathan H. Huggins, Cynthia Rudin",http://arxiv.org/pdf/1307.0802v2,No journal ref found,none,stat.ML,Summary2722,1309.7004v1,2013-09-17T13:26:01Z,Calculation of Entailed Rank Constraints in Partially Non-Linear and Cyclic Models,Peter L. Spirtes,http://arxiv.org/pdf/1309.7004v1,No journal ref found,none,cs.AI,Summary2723,1501.01239v2,2015-01-06T17:14:11Z,On the Relationship between Sum-Product Networks and Bayesian Networks,"Han Zhao, Mazen Melibari, Pascal Poupart",http://arxiv.org/pdf/1501.01239v2,No journal ref found,none,cs.AI,Summary2724,1501.05677v2,2015-01-22T22:42:36Z,Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs,"David Tolpin, Jan Willem van de Meent, Brooks Paige, Frank Wood",http://arxiv.org/pdf/1501.05677v2,No journal ref found,none,cs.AI,Summary2725,1501.06727v2,2015-01-27T10:28:19Z,"Factorization, Inference and Parameter Learning in Discrete AMP Chain Graphs",Jose M. Peña,http://arxiv.org/pdf/1501.06727v2,"Proceedings of the 13th European Conference on Symbolic and Quantitative Approaches to Reasoning under Uncertainty (ECSQARU 2015), Lecture Notes in Artificial Intelligence 9161, 335-345",none,stat.ML,Summary2726,1207.1367v1,2012-07-04T16:05:05Z,Belief Updating and Learning in Semi-Qualitative Probabilistic Networks,"Cassio Polpo de Campos, Fabio Gagliardi Cozman",http://arxiv.org/pdf/1207.1367v1,No journal ref found,none,cs.AI,Summary2727,1303.1700v1,2013-03-07T14:25:23Z,K-Nearest Neighbour algorithm coupled with logistic regression in medical case-based reasoning systems. Application to prediction of access to the renal transplant waiting list in Brittany,"Boris Campillo-Gimenez, Wassim Jouini, Sahar Bayat, Marc Cuggia",http://arxiv.org/pdf/1303.1700v1,No journal ref found,none,cs.AI,Summary2728,1303.4431v1,2013-03-18T21:34:06Z,Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/1303.4431v1,"Complex Adaptive Systems Modeling 2014, 2:2",none,cs.AI,Summary2729,1305.0751v6,2013-05-03T15:35:50Z,Marginal AMP Chain Graphs,Jose M. Peña,http://arxiv.org/pdf/1305.0751v6,"International Journal of Approximate Reasoning, 55 (5), 1185-1206, 2014",none,stat.ML,Summary2730,1305.1704v1,2013-05-08T03:21:31Z,The Extended Parameter Filter,"Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart J. Russell",http://arxiv.org/pdf/1305.1704v1,ICML 2013,none,stat.ML,Summary2731,1305.2038v1,2013-05-09T09:09:19Z,A Rank Minrelation - Majrelation Coefficient,Patrick E. Meyer,http://arxiv.org/pdf/1305.2038v1,No journal ref found,none,stat.ML,Summary2732,1306.6843v2,2013-06-28T13:55:04Z,Error AMP Chain Graphs,Jose M. Peña,http://arxiv.org/pdf/1306.6843v2,No journal ref found,none,stat.ML,Summary2733,1403.2150v1,2014-03-10T07:24:20Z,Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets,"Sofia Triantafillou, Ioannis Tsamardinos",http://arxiv.org/pdf/1403.2150v1,No journal ref found,none,stat.ML,Summary2734,1406.4200v2,2014-06-17T00:43:16Z,Lifted Tree-Reweighted Variational Inference,"Hung Hai Bui, Tuyen N. Huynh, David Sontag",http://arxiv.org/pdf/1406.4200v2,No journal ref found,none,cs.AI,Summary2735,1411.6651v1,2014-11-24T21:27:37Z,"A Greedy, Flexible Algorithm to Learn an Optimal Bayesian Network Structure",Amir Arsalan Soltani,http://arxiv.org/pdf/1411.6651v1,No journal ref found,none,cs.AI,Summary2736,1504.06848v1,2015-04-26T17:23:06Z,Maximum a Posteriori Estimation by Search in Probabilistic Programs,"David Tolpin, Frank Wood",http://arxiv.org/pdf/1504.06848v1,No journal ref found,none,cs.AI,Summary2737,1506.03041v1,2015-06-09T18:56:43Z,The Wreath Process: A totally generative model of geometric shape based on nested symmetries,"Diana Borsa, Thore Graepel, Andrew Gordon",http://arxiv.org/pdf/1506.03041v1,No journal ref found,none,cs.AI,Summary2738,1507.04635v4,2015-07-16T16:18:44Z,Black-Box Policy Search with Probabilistic Programs,"Jan-Willem van de Meent, Brooks Paige, David Tolpin, Frank Wood",http://arxiv.org/pdf/1507.04635v4,Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (2016) 1195-1204,none,stat.ML,Summary2739,1508.07753v2,2015-08-31T10:19:41Z,Bayesian Networks for Variable Groups,"Pekka Parviainen, Samuel Kaski",http://arxiv.org/pdf/1508.07753v2,No journal ref found,none,stat.ML,Summary2740,1509.02962v1,2015-09-09T21:48:22Z,Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs,"Andreas Stuhlmüller, Robert X. D. Hawkins, N. Siddharth, Noah D. Goodman",http://arxiv.org/pdf/1509.02962v1,No journal ref found,none,cs.AI,Summary2741,1509.05742v1,2015-09-18T18:45:49Z,Evaluation of Protein-protein Interaction Predictors with Noisy Partially Labeled Data Sets,"Haohan Wang, Madhavi K. Ganapathiraju",http://arxiv.org/pdf/1509.05742v1,No journal ref found,none,cs.AI,Summary2742,1510.03042v1,2015-10-11T11:55:39Z,ParallelPC: an R package for efficient constraint based causal exploration,"Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Shu Hu",http://arxiv.org/pdf/1510.03042v1,No journal ref found,none,cs.AI,Summary2743,1511.05835v4,2015-11-18T15:33:57Z,Alternative Markov and Causal Properties for Acyclic Directed Mixed Graphs,Jose M. Peña,http://arxiv.org/pdf/1511.05835v4,No journal ref found,none,stat.ML,Summary2744,1512.07942v1,2015-12-25T01:08:07Z,Multi-Level Cause-Effect Systems,"Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt",http://arxiv.org/pdf/1512.07942v1,No journal ref found,none,stat.ML,Summary2745,1602.03506v1,2016-02-10T20:29:25Z,Research Priorities for Robust and Beneficial Artificial Intelligence,"Stuart Russell, Daniel Dewey, Max Tegmark",http://arxiv.org/pdf/1602.03506v1,AI Magazine 36:4 (2015),none,cs.AI,Summary2746,1603.02740v2,2016-03-08T23:47:03Z,Pairwise Choice Markov Chains,"Stephen Ragain, Johan Ugander",http://arxiv.org/pdf/1603.02740v2,No journal ref found,none,stat.ML,Summary2747,1603.06125v1,2016-03-19T18:30:02Z,The Computational Power of Dynamic Bayesian Networks,Joshua Brulé,http://arxiv.org/pdf/1603.06125v1,No journal ref found,none,cs.AI,Summary2748,1605.06838v2,2016-05-22T19:28:25Z,Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling,"Ridho Rahmadi, Perry Groot, Marieke HC van Rijn, Jan AJG van den Brand, Marianne Heins, Hans Knoop, Tom Heskes",http://arxiv.org/pdf/1605.06838v2,No journal ref found,none,stat.ML,Summary2749,1605.06886v2,2016-05-23T03:43:01Z,Stochastic Patching Process,"Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen",http://arxiv.org/pdf/1605.06886v2,No journal ref found,none,cs.AI,Summary2750,1607.00279v1,2016-07-01T15:07:52Z,Meaningful Models: Utilizing Conceptual Structure to Improve Machine Learning Interpretability,Nick Condry,http://arxiv.org/pdf/1607.00279v1,No journal ref found,none,stat.ML,Summary2751,1607.06617v1,2016-07-22T09:48:25Z,Latent Variable Discovery Using Dependency Patterns,"Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro",http://arxiv.org/pdf/1607.06617v1,No journal ref found,none,cs.AI,Summary2752,1608.02315v1,2016-08-08T04:59:40Z,Blankets Joint Posterior score for learning irregular Markov network structures,"Federico Schlüter, Yanela Strappa, Facundo Bromberg, Diego H. Milone",http://arxiv.org/pdf/1608.02315v1,No journal ref found,none,cs.AI,Summary2753,1608.07734v2,2016-08-27T18:41:47Z,Learning Bayesian Networks with Incomplete Data by Augmentation,"Tameem Adel, Cassio P. de Campos",http://arxiv.org/pdf/1608.07734v2,No journal ref found,none,cs.AI,Summary2754,1610.01698v1,2016-10-06T00:40:14Z,Human Decision-Making under Limited Time,"Pedro A. Ortega, Alan A. Stocker",http://arxiv.org/pdf/1610.01698v1,No journal ref found,none,stat.ML,Summary2755,1610.08445v1,2016-10-26T18:13:42Z,New Liftable Classes for First-Order Probabilistic Inference,"Seyed Mehran Kazemi, Angelika Kimmig, Guy Van den Broeck, David Poole",http://arxiv.org/pdf/1610.08445v1,No journal ref found,none,cs.AI,Summary2756,1610.09156v1,2016-10-28T10:23:42Z,Fuzzy Bayesian Learning,"Indranil Pan, Dirk Bester",http://arxiv.org/pdf/1610.09156v1,No journal ref found,none,stat.ML,Summary2757,1611.02385v1,2016-11-08T04:40:27Z,Combining observational and experimental data to find heterogeneous treatment effects,"Alexander Peysakhovich, Akos Lada",http://arxiv.org/pdf/1611.02385v1,No journal ref found,none,cs.AI,Summary2758,1611.04709v1,2016-11-15T06:06:42Z,Recoverability of Joint Distribution from Missing Data,Jin Tian,http://arxiv.org/pdf/1611.04709v1,No journal ref found,none,stat.ML,Summary2759,1611.05425v1,2016-11-16T20:09:08Z,ProjE: Embedding Projection for Knowledge Graph Completion,"Baoxu Shi, Tim Weninger",http://arxiv.org/pdf/1611.05425v1,No journal ref found,none,cs.AI,Summary2760,1611.06928v1,2016-11-21T18:22:27Z,Memory Lens: How Much Memory Does an Agent Use?,"Christoph Dann, Katja Hofmann, Sebastian Nowozin",http://arxiv.org/pdf/1611.06928v1,No journal ref found,none,cs.AI,Summary2761,1611.07100v2,2016-11-21T23:21:13Z,Interpreting Finite Automata for Sequential Data,"Christian Albert Hammerschmidt, Sicco Verwer, Qin Lin, Radu State",http://arxiv.org/pdf/1611.07100v2,No journal ref found,none,stat.ML,Summary2762,1612.01095v1,2016-12-04T10:41:33Z,Representing Independence Models with Elementary Triplets,Jose M. Peña,http://arxiv.org/pdf/1612.01095v1,No journal ref found,none,stat.ML,Summary2763,1612.05048v1,2016-12-15T12:59:33Z,Adversarial Message Passing For Graphical Models,Theofanis Karaletsos,http://arxiv.org/pdf/1612.05048v1,No journal ref found,none,stat.ML,Summary2764,1612.06007v2,2016-12-18T23:02:02Z,A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference,"Ahmed M. Alaa, Mihaela van der Schaar",http://arxiv.org/pdf/1612.06007v2,No journal ref found,none,cs.AI,Summary2765,1612.07512v1,2016-12-22T10:00:38Z,Causal Effect Identification in Acyclic Directed Mixed Graphs and Gated Models,"Jose M. Peña, Marcus Bendtsen",http://arxiv.org/pdf/1612.07512v1,No journal ref found,none,stat.ML,Summary2766,1701.06450v1,2017-01-23T15:26:01Z,Identification of Unmodeled Objects from Symbolic Descriptions,"Andrea Baisero, Stefan Otte, Peter Englert, Marc Toussaint",http://arxiv.org/pdf/1701.06450v1,No journal ref found,none,stat.ML,Summary2767,1004.4965v1,2010-04-28T07:46:55Z,Many-to-Many Graph Matching: a Continuous Relaxation Approach,"Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert",http://arxiv.org/pdf/1004.4965v1,No journal ref found,none,stat.ML,Summary2768,1006.1346v2,2010-06-07T19:46:56Z,C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework,"Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina Eldar",http://arxiv.org/pdf/1006.1346v2,No journal ref found,none,stat.ML,Summary2769,1010.3460v2,2010-10-17T23:27:35Z,Hybrid Linear Modeling via Local Best-fit Flats,"Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman",http://arxiv.org/pdf/1010.3460v2,"International Journal of Computer Vision Volume 100, Issue 3 (2012), Page 217-240",none,cs.CV,Summary2770,1107.2347v1,2011-07-12T16:56:14Z,BSVM: A Banded Suport Vector Machine,Gautam V. Pendse,http://arxiv.org/pdf/1107.2347v1,No journal ref found,none,stat.ML,Summary2771,1108.4079v1,2011-08-20T02:08:45Z,Toward Parts-Based Scene Understanding with Pixel-Support Parts-Sparse Pictorial Structures,Jason J. Corso,http://arxiv.org/pdf/1108.4079v1,No journal ref found,none,cs.CV,Summary2772,1205.4377v2,2012-05-20T03:15:13Z,Multi-Stage Classifier Design,"Kirill Trapeznikov, Venkatesh Saligrama, David Castanon",http://arxiv.org/pdf/1205.4377v2,No journal ref found,none,cs.CV,Summary2773,1208.3822v2,2012-08-19T11:12:44Z,Joint-ViVo: Selecting and Weighting Visual Words Jointly for Bag-of-Features based Tissue Classification in Medical Images,Jingyan Wang,http://arxiv.org/pdf/1208.3822v2,No journal ref found,none,cs.CV,Summary2774,1208.4398v1,2012-08-21T22:40:16Z,A Unified Approach for Modeling and Recognition of Individual Actions and Group Activities,"Qiang Qiu, Rama Chellappa",http://arxiv.org/pdf/1208.4398v1,No journal ref found,none,cs.CV,Summary2775,1212.4871v1,2012-12-19T22:17:18Z,Automatic post-picking using MAPPOS improves particle image detection from Cryo-EM micrographs,"Ramin Norousi, Stephan Wickles, Christoph Leidig, Thomas Becker, Volker J. Schmid, Roland Beckmann, Achim Tresch",http://arxiv.org/pdf/1212.4871v1,No journal ref found,none,stat.ML,Summary2776,1104.4385v1,2011-04-22T04:35:29Z,Convex Approaches to Model Wavelet Sparsity Patterns,"Nikhil S Rao, Robert D. Nowak, Stephen J. Wright, Nick G. Kingsbury",http://arxiv.org/pdf/1104.4385v1,No journal ref found,none,cs.CV,Summary2777,1309.4306v3,2013-09-17T13:46:26Z,Sparsity Based Poisson Denoising with Dictionary Learning,"Raja Giryes, Michael Elad",http://arxiv.org/pdf/1309.4306v3,No journal ref found,none,cs.CV,Summary2778,1311.7080v1,2013-11-27T19:27:06Z,Cross-Domain Sparse Coding,Jim Jing-Yan Wang,http://arxiv.org/pdf/1311.7080v1,No journal ref found,none,cs.CV,Summary2779,1312.2249v1,2013-12-08T19:40:51Z,Scalable Object Detection using Deep Neural Networks,"Dumitru Erhan, Christian Szegedy, Alexander Toshev, Dragomir Anguelov",http://arxiv.org/pdf/1312.2249v1,No journal ref found,none,cs.CV,Summary2780,1405.4969v5,2014-05-20T06:56:04Z,Sparsity Based Methods for Overparameterized Variational Problems,"Raja Giryes, Michael Elad, Alfred M. Bruckstein",http://arxiv.org/pdf/1405.4969v5,No journal ref found,none,cs.CV,Summary2781,1409.4327v2,2014-09-15T16:56:07Z,Zero Shot Recognition with Unreliable Attributes,"Dinesh Jayaraman, Kristen Grauman",http://arxiv.org/pdf/1409.4327v2,No journal ref found,none,cs.CV,Summary2782,1501.07422v1,2015-01-29T11:50:33Z,Pairwise Rotation Hashing for High-dimensional Features,"Kohta Ishikawa, Ikuro Sato, Mitsuru Ambai",http://arxiv.org/pdf/1501.07422v1,No journal ref found,none,cs.CV,Summary2783,1505.05901v2,2015-05-21T21:04:33Z,Randomized Robust Subspace Recovery for High Dimensional Data Matrices,"Mostafa Rahmani, George Atia",http://arxiv.org/pdf/1505.05901v2,No journal ref found,none,stat.ML,Summary2784,1207.3944v1,2012-07-17T11:09:37Z,Polarimetric SAR Image Segmentation with B-Splines and a New Statistical Model,"Alejandro C. Frery, Julio Jacobo-Berlles, Juliana Gambini, Marta Mejail",http://arxiv.org/pdf/1207.3944v1,"Multidimensional Systems and Signal Processing, vol. 21, 319-342, 2010",none,cs.CV,Summary2785,1303.0417v2,2013-03-02T19:06:01Z,On the convergence of the IRLS algorithm in Non-Local Patch Regression,Kunal N. Chaudhury,http://arxiv.org/pdf/1303.0417v2,"IEEE Signal Processing Letters, vol. 20(8), 815 - 818, 2013",none,cs.CV,Summary2786,1303.0448v2,2013-03-03T01:49:56Z,Learning Stable Multilevel Dictionaries for Sparse Representations,"Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias",http://arxiv.org/pdf/1303.0448v2,No journal ref found,none,cs.CV,Summary2787,1305.6883v1,2013-05-29T17:58:04Z,Rotation invariants of two dimensional curves based on iterated integrals,Joscha Diehl,http://arxiv.org/pdf/1305.6883v1,No journal ref found,none,cs.CV,Summary2788,1403.0320v1,2014-03-03T06:19:45Z,Matching Image Sets via Adaptive Multi Convex Hull,"Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell",http://arxiv.org/pdf/1403.0320v1,No journal ref found,none,cs.CV,Summary2789,1403.0699v1,2014-03-04T06:44:17Z,Multi-Shot Person Re-Identification via Relational Stein Divergence,"Azadeh Alavi, Yan Yang, Mehrtash Harandi, Conrad Sanderson",http://arxiv.org/pdf/1403.0699v1,No journal ref found,none,cs.CV,Summary2790,1403.0700v1,2014-03-04T06:57:50Z,Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification,"Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson",http://arxiv.org/pdf/1403.0700v1,No journal ref found,none,cs.CV,Summary2791,1410.0389v1,2014-10-01T21:29:45Z,Learning to Transfer Privileged Information,"Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert",http://arxiv.org/pdf/1410.0389v1,No journal ref found,none,cs.CV,Summary2792,1410.3748v1,2014-10-14T16:11:43Z,Zero-Shot Object Recognition System based on Topic Model,"Wai Lam Hoo, Chee Seng Chan",http://arxiv.org/pdf/1410.3748v1,No journal ref found,none,cs.CV,Summary2793,1410.3751v1,2014-10-14T16:12:58Z,A Fusion Approach for Efficient Human Skin Detection,"Wei Ren Tan, Chee Seng Chan, Pratheepan Yogarajah, Joan Condell",http://arxiv.org/pdf/1410.3751v1,"IEEE Transactions on Industrial Informatics, vol. 8(1), pp. 138-147, 2012",none,cs.CV,Summary2794,1410.3752v1,2014-10-14T16:13:45Z,Enhanced Random Forest with Image/Patch-Level Learning for Image Understanding,"Wai Lam Hoo, Tae-Kyun Kim, Yuru Pei, Chee Seng Chan",http://arxiv.org/pdf/1410.3752v1,No journal ref found,none,cs.CV,Summary2795,1410.3756v1,2014-10-14T16:24:24Z,Crowd Saliency Detection via Global Similarity Structure,"Mei Kuan Lim, Ven Jyn Kok, Chen Change Loy, Chee Seng Chan",http://arxiv.org/pdf/1410.3756v1,No journal ref found,none,cs.CV,Summary2796,1410.4650v2,2014-10-17T07:02:47Z,Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification,"Yilun Wang, Junjie Zheng, Sheng Zhang, Xujun Duan, Huafu Chen",http://arxiv.org/pdf/1410.4650v2,No journal ref found,none,cs.CV,Summary2797,1410.6264v1,2014-10-23T07:04:22Z,"Capturing spatial interdependence in image features: the counting grid, an epitomic representation for bags of features","Alessandro Perina, Nebojsa Jojic",http://arxiv.org/pdf/1410.6264v1,No journal ref found,none,cs.CV,Summary2798,1410.8546v2,2014-10-30T20:29:08Z,A Solution for Multi-Alignment by Transformation Synchronisation,"Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge Goncalves",http://arxiv.org/pdf/1410.8546v2,No journal ref found,none,cs.CV,Summary2799,1411.2316v2,2014-11-10T03:48:21Z,Zero-Aliasing Correlation Filters for Object Recognition,"Joseph A. Fernandez, Vishnu Naresh Boddeti, Andres Rodriguez, B. V. K. Vijaya Kumar",http://arxiv.org/pdf/1411.2316v2,No journal ref found,none,cs.CV,Summary2800,1411.3169v1,2014-11-12T13:21:48Z,On Coarse Graining of Information and Its Application to Pattern Recognition,Ali Ghaderi,http://arxiv.org/pdf/1411.3169v1,No journal ref found,none,cs.CV,Summary2801,1412.6134v5,2014-12-18T21:34:40Z,Data Representation using the Weyl Transform,"Qiang Qiu, Andrew Thompson, Robert Calderbank, Guillermo Sapiro",http://arxiv.org/pdf/1412.6134v5,No journal ref found,none,cs.CV,Summary2802,1504.00593v1,2015-04-02T15:47:46Z,The Approximation of the Dissimilarity Projection,"Emanuele Olivetti, Thien Bao Nguyen, Paolo Avesani",http://arxiv.org/pdf/1504.00593v1,No journal ref found,none,stat.ML,Summary2803,1504.06779v2,2015-04-26T01:16:44Z,Computational Cost Reduction in Learned Transform Classifications,"Emerson Lopes Machado, Cristiano Jacques Miosso, Ricardo von Borries, Murilo Coutinho, Pedro de Azevedo Berger, Thiago Marques, Ricardo Pezzuol Jacobi",http://arxiv.org/pdf/1504.06779v2,No journal ref found,none,cs.CV,Summary2804,1506.03852v1,2015-06-11T21:55:06Z,Tree-Cut for Probabilistic Image Segmentation,"Shell X. Hu, Christopher K. I. Williams, Sinisa Todorovic",http://arxiv.org/pdf/1506.03852v1,No journal ref found,none,stat.ML,Summary2805,1507.07909v2,2015-07-28T19:31:44Z,Offline Handwritten Signature Verification - Literature Review,"Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira",http://arxiv.org/pdf/1507.07909v2,No journal ref found,none,cs.CV,Summary2806,1508.02171v1,2015-08-10T09:00:33Z,Automatic Extraction of the Passing Strategies of Soccer Teams,"Laszlo Gyarmati, Xavier Anguera",http://arxiv.org/pdf/1508.02171v1,No journal ref found,none,cs.CV,Summary2807,1509.00154v4,2015-09-01T06:21:44Z,Tumor Motion Tracking in Liver Ultrasound Images Using Mean Shift and Active Contour,Jalil Rasekhi,http://arxiv.org/pdf/1509.00154v4,No journal ref found,none,cs.CV,Summary2808,1509.01520v3,2015-09-04T16:16:42Z,An On-line Variational Bayesian Model for Multi-Person Tracking from Cluttered Scenes,"Sileye Ba, Xavier Alameda-Pineda, Alessio Xompero, Radu Horaud",http://arxiv.org/pdf/1509.01520v3,"Computer Vision and Image Understanding, volume 153, December 2016, pages 64-76",none,cs.CV,Summary2809,1509.04767v2,2015-09-15T23:18:52Z,Zero-Shot Learning via Semantic Similarity Embedding,"Ziming Zhang, Venkatesh Saligrama",http://arxiv.org/pdf/1509.04767v2,No journal ref found,none,cs.CV,Summary2810,1509.04783v1,2015-09-16T01:22:40Z,Group Membership Prediction,"Ziming Zhang, Yuting Chen, Venkatesh Saligrama",http://arxiv.org/pdf/1509.04783v1,No journal ref found,none,cs.CV,Summary2811,1511.02821v2,2015-11-09T20:04:56Z,Partial Membership Latent Dirichlet Allocation,"Chao Chen, Alina Zare, J. Tory Cobb",http://arxiv.org/pdf/1511.02821v2,No journal ref found,none,stat.ML,Summary2812,1511.04898v1,2015-11-16T10:26:18Z,Fast clustering for scalable statistical analysis on structured images,"Bertrand Thirion, Andrés Hoyos-Idrobo, Jonas Kahn, Gael Varoquaux",http://arxiv.org/pdf/1511.04898v1,No journal ref found,none,stat.ML,Summary2813,1511.05174v2,2015-11-16T21:07:38Z,Cross-scale predictive dictionaries,"Vishwanath Saragadam, Aswin Sankaranarayanan, Xin Li",http://arxiv.org/pdf/1511.05174v2,No journal ref found,none,cs.CV,Summary2814,1512.05844v1,2015-12-18T03:09:29Z,Domain Adaptation and Transfer Learning in StochasticNets,"Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth, Alexander Wong",http://arxiv.org/pdf/1512.05844v1,"Vision Letters, Vol. 1, No. 1, pp. VL115, 2015",none,cs.CV,Summary2815,1601.03117v1,2016-01-13T02:44:36Z,Blind Image Denoising via Dependent Dirichlet Process Tree,"Fengyuan Zhu, Guangyong Chen, Jianye Hao, Pheng-Ann Heng",http://arxiv.org/pdf/1601.03117v1,No journal ref found,none,cs.CV,Summary2816,1601.07843v1,2016-01-28T17:33:48Z,An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning,"Nabin K. Mishra, M. Emre Celebi",http://arxiv.org/pdf/1601.07843v1,No journal ref found,none,cs.CV,Summary2817,1602.00214v1,2016-01-31T09:34:58Z,Dimensionality Reduction via Regression in Hyperspectral Imagery,"Valero Laparra, Jesus Malo, Gustau Camps-Valls",http://arxiv.org/pdf/1602.00214v1,J. Sel. Topics Signal Processing 9(6): 1026-1036 (2015),none,stat.ML,Summary2818,1602.00217v1,2016-01-31T10:02:14Z,Image Denoising with Kernels based on Natural Image Relations,"Valero Laparra, Juan Gutiérrez, Gustavo Camps-Valls, Jesús Malo",http://arxiv.org/pdf/1602.00217v1,Journal of Machine Learning Research 11: 873-903 (2010),none,cs.CV,Summary2819,1602.01410v2,2016-02-03T18:57:02Z,A Framework for Fast Image Deconvolution with Incomplete Observations,"Miguel Simões, Luis B. Almeida, José Bioucas-Dias, Jocelyn Chanussot",http://arxiv.org/pdf/1602.01410v2,No journal ref found,none,cs.CV,Summary2820,1602.08425v2,2016-02-26T18:30:07Z,Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds,"Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge Goncalves, Peter Gemmar",http://arxiv.org/pdf/1602.08425v2,No journal ref found,none,cs.CV,Summary2821,1603.02736v1,2016-03-08T23:15:18Z,Discriminative models for robust image classification,Umamahesh Srinivas,http://arxiv.org/pdf/1603.02736v1,No journal ref found,none,stat.ML,Summary2822,1603.08564v1,2016-03-28T21:09:52Z,Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image Segmentation,"Satrajit Mukherjee, Bodhisattwa Prasad Majumder, Aritran Piplai, Swagatam Das",http://arxiv.org/pdf/1603.08564v1,No journal ref found,none,cs.CV,Summary2823,1604.00974v1,2016-04-04T18:26:48Z,Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks,"Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira",http://arxiv.org/pdf/1604.00974v1,No journal ref found,none,cs.CV,Summary2824,1604.08524v1,2016-04-28T17:23:42Z,A Probabilistic Adaptive Search System for Exploring the Face Space,"Andres G. Abad, Luis I. Reyes Castro",http://arxiv.org/pdf/1604.08524v1,No journal ref found,none,stat.ML,Summary2825,1605.08179v1,2016-05-26T07:36:56Z,Discovering Causal Signals in Images,"David Lopez-Paz, Robert Nishihara, Soumith Chintala, Bernhard Schölkopf, Léon Bottou",http://arxiv.org/pdf/1605.08179v1,No journal ref found,none,stat.ML,Summary2826,1606.01284v1,2016-06-03T21:48:53Z,Statistical Pattern Recognition for Driving Styles Based on Bayesian Probability and Kernel Density Estimation,"Wenshuo Wang, Junqiang Xi, Xiaohan Li",http://arxiv.org/pdf/1606.01284v1,No journal ref found,none,stat.ML,Summary2827,1606.05589v1,2016-06-17T17:00:02Z,Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?,"Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra",http://arxiv.org/pdf/1606.05589v1,No journal ref found,none,stat.ML,Summary2828,1606.08288v1,2016-06-27T14:35:09Z,Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI,"Cristina Gallego-Ortiz, Anne L. Martel",http://arxiv.org/pdf/1606.08288v1,No journal ref found,none,stat.ML,Summary2829,1607.02654v2,2016-07-09T20:07:37Z,Combining multiple resolutions into hierarchical representations for kernel-based image classification,"Yanwei Cui, Sébastien Lefevre, Laetitia Chapel, Anne Puissant",http://arxiv.org/pdf/1607.02654v2,No journal ref found,none,cs.CV,Summary2830,1607.04573v2,2016-07-15T16:35:20Z,Analyzing features learned for Offline Signature Verification using Deep CNNs,"Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira",http://arxiv.org/pdf/1607.04573v2,No journal ref found,none,cs.CV,Summary2831,1608.04664v2,2016-08-16T16:31:39Z,Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units,"Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic",http://arxiv.org/pdf/1608.04664v2,No journal ref found,none,stat.ML,Summary2832,1608.04667v2,2016-08-16T16:39:20Z,Medical image denoising using convolutional denoising autoencoders,Lovedeep Gondara,http://arxiv.org/pdf/1608.04667v2,No journal ref found,none,cs.CV,Summary2833,1609.04802v3,2016-09-15T19:53:07Z,Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network,"Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi",http://arxiv.org/pdf/1609.04802v3,No journal ref found,none,cs.CV,Summary2834,1609.05158v2,2016-09-16T17:58:14Z,Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network,"Wenzhe Shi, Jose Caballero, Ferenc Huszár, Johannes Totz, Andrew P. Aitken, Rob Bishop, Daniel Rueckert, Zehan Wang",http://arxiv.org/pdf/1609.05158v2,No journal ref found,none,cs.CV,Summary2835,1609.08938v1,2016-09-28T14:48:32Z,A Discriminative Framework for Anomaly Detection in Large Videos,"Allison Del Giorno, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1609.08938v1,No journal ref found,none,cs.CV,Summary2836,1609.09143v2,2016-09-28T22:32:24Z,Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging,"Petros-Pavlos Ypsilantis, Giovanni Montana",http://arxiv.org/pdf/1609.09143v2,No journal ref found,none,stat.ML,Summary2837,1609.09408v2,2016-09-29T16:14:45Z,Cooperative Training of Descriptor and Generator Networks,"Jianwen Xie, Yang Lu, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu",http://arxiv.org/pdf/1609.09408v2,No journal ref found,none,stat.ML,Summary2838,1610.00279v1,2016-10-02T13:46:47Z,Deep Learning Algorithms for Signal Recognition in Long Perimeter Monitoring Distributed Fiber Optic Sensors,A. V. Makarenko,http://arxiv.org/pdf/1610.00279v1,No journal ref found,none,cs.CV,Summary2839,1610.08624v1,2016-10-27T05:41:23Z,PCM and APCM Revisited: An Uncertainty Perspective,"Peixin Hou, Hao Deng, Jiguang Yue, Shuguang Liu",http://arxiv.org/pdf/1610.08624v1,No journal ref found,none,cs.CV,Summary2840,1610.09585v3,2016-10-30T00:29:31Z,Conditional Image Synthesis With Auxiliary Classifier GANs,"Augustus Odena, Christopher Olah, Jonathon Shlens",http://arxiv.org/pdf/1610.09585v3,No journal ref found,none,stat.ML,Summary2841,1611.08207v2,2016-11-24T15:01:42Z,Texture Synthesis with Spatial Generative Adversarial Networks,"Nikolay Jetchev, Urs Bergmann, Roland Vollgraf",http://arxiv.org/pdf/1611.08207v2,No journal ref found,none,cs.CV,Summary2842,1612.02095v1,2016-12-07T01:46:09Z,Semi-Supervised Detection of Extreme Weather Events in Large Climate Datasets,"Evan Racah, Christopher Beckham, Tegan Maharaj, Prabhat, Christopher Pal",http://arxiv.org/pdf/1612.02095v1,No journal ref found,none,cs.CV,Summary2843,1612.02589v1,2016-12-08T10:43:03Z,Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis,"Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula Mougiakakou",http://arxiv.org/pdf/1612.02589v1,No journal ref found,none,cs.CV,Summary2844,1612.04530v1,2016-12-14T08:31:53Z,Permutation-equivariant neural networks applied to dynamics prediction,"Nicholas Guttenberg, Nathaniel Virgo, Olaf Witkowski, Hidetoshi Aoki, Ryota Kanai",http://arxiv.org/pdf/1612.04530v1,No journal ref found,none,cs.CV,Summary2845,1612.08936v1,2016-12-28T17:32:52Z,Partial Membership Latent Dirichlet Allocation,"Chao Chen, Alina Zare, Huy Trinh, Gbeng Omotara, J. Tory Cobb, Timotius Lagaunne",http://arxiv.org/pdf/1612.08936v1,No journal ref found,none,cs.CV,Summary2846,1612.09199v1,2016-12-29T16:55:49Z,Quantum Clustering and Gaussian Mixtures,"Mahajabin Rahman, Davi Geiger",http://arxiv.org/pdf/1612.09199v1,No journal ref found,none,stat.ML,Summary2847,1701.00294v1,2017-01-01T22:37:13Z,The Geodesic Distance between $\mathcal{G}_I^0$ Models and its Application to Region Discrimination,"José Naranjo-Torres, Juliana Gambini, Alejandro C. Frery",http://arxiv.org/pdf/1701.00294v1,No journal ref found,none,cs.CV,Summary2848,1701.04851v2,2017-01-17T20:03:46Z,Face Synthesis from Facial Identity Features,"Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna, Inbar Mosseri, William T. Freeman",http://arxiv.org/pdf/1701.04851v2,No journal ref found,none,cs.CV,Summary2849,1701.07275v1,2017-01-25T12:07:15Z,"Universal representations:The missing link between faces, text, planktons, and cat breeds","Hakan Bilen, Andrea Vedaldi",http://arxiv.org/pdf/1701.07275v1,No journal ref found,none,cs.CV,Summary2850,1702.02741v1,2017-02-09T08:18:32Z,CNN-based Estimation of Abdominal Circumference from Ultrasound images,"Jaeseong Jang, Ja-Young Kwon, Bukweon Kim, Sung Min Lee, Yejin Park, Jin Keun Seo",http://arxiv.org/pdf/1702.02741v1,No journal ref found,none,cs.CV,Summary2851,1702.07679v1,2017-02-24T17:36:46Z,A recommender system to restore images with impulse noise,Alfredo Nava-Tudela,http://arxiv.org/pdf/1702.07679v1,No journal ref found,none,cs.CV,Summary2852,1703.00395v1,2017-03-01T17:13:47Z,Lossy Image Compression with Compressive Autoencoders,"Lucas Theis, Wenzhe Shi, Andrew Cunningham, Ferenc Huszár",http://arxiv.org/pdf/1703.00395v1,No journal ref found,none,stat.ML,Summary2853,1703.02184v1,2017-03-07T02:41:07Z,Indoor Localization Using Visible Light Via Fusion Of Multiple Classifiers,"Xiansheng Guo, Sihua Shao, Nirwan Ansari, Abdallah Khreishah",http://arxiv.org/pdf/1703.02184v1,No journal ref found,none,stat.ML,Summary2854,1703.02185v1,2017-03-07T02:41:40Z,Indoor Localization by Fusing a Group of Fingerprints Based on Random Forests,"Xiansheng Guo, Nirwan Ansari, Huiyong Li",http://arxiv.org/pdf/1703.02185v1,No journal ref found,none,stat.ML,Summary2855,cs/0202020v3,2002-02-17T14:55:47Z,"The Mysterious Optimality of Naive Bayes: Estimation of the Probability in the System of ""Classifiers""","Oleg Kupervasser, Alexsander Vardy",http://arxiv.org/pdf/cs/0202020v3,"Pattern Recognition and Image Analysis, 2014, Vol. 24, No. 1",none,cs.CV,Summary2856,cs/0406047v1,2004-06-24T13:14:58Z,Self-organizing neural networks in classification and image recognition,"G. A. Ososkov, S. G. Dmitrievskiy, A. V. Stadnik",http://arxiv.org/pdf/cs/0406047v1,No journal ref found,none,cs.CV,Summary2857,cs/0407047v3,2004-07-19T17:13:34Z,Channel-Independent and Sensor-Independent Stimulus Representations,David N. Levin,http://arxiv.org/pdf/cs/0407047v3,No journal ref found,none,cs.CV,Summary2858,cs/0412066v1,2004-12-17T19:04:35Z,From Feature Extraction to Classification: A multidisciplinary Approach applied to Portuguese Granites,"Vitorino Ramos, Pedro Pina, Fernando Muge",http://arxiv.org/pdf/cs/0412066v1,"SCIA 99, 11th Scandinavian Conf. on Image Analysis, ISBN 87-88306-42-9, Vol.2, pp. 817-824, Kangerlussuaq, Greenland, 7-11, June 1999",none,cs.AI,Summary2859,cs/0412069v1,2004-12-17T13:30:30Z,Swarming around Shellfish Larvae,"Vitorino Ramos, Jonathan Campbell, John Slater, John Gillespie, Ivan F. Bendezu, Fionn Murtagh",http://arxiv.org/pdf/cs/0412069v1,No journal ref found,none,cs.AI,Summary2860,cs/0412070v1,2004-12-17T19:09:43Z,Less is More - Genetic Optimisation of Nearest Neighbour Classifiers,"Vitorino Ramos, Fernando Muge",http://arxiv.org/pdf/cs/0412070v1,"Proc. RecPad 98 - 10th Portuguese Conference on Pattern Recognition, F.Muge, C.Pinto and M.Piedade Eds., ISBN 972-97711-0-3, pp. 293-301, Lisbon, March 1998",none,cs.AI,Summary2861,cs/0412076v1,2004-12-17T15:55:46Z,Clustering Techniques for Marbles Classification,"J. R. Caldas-Pinto, Pedro Pina, Vitorino Ramos, Mario Ramalho",http://arxiv.org/pdf/cs/0412076v1,"RecPad 2002 -12th Portuguese Conference on Pattern Recognition, ISBN 972-789-067-9, Aveiro, Portugal, June 27-28, 2002",none,cs.AI,Summary2862,cs/0412083v1,2004-12-17T16:58:52Z,Line and Word Matching in Old Documents,"A. Marcolino, Vitorino Ramos, Mario Ramalho, J. R. Caldas Pinto",http://arxiv.org/pdf/cs/0412083v1,"SIARP 2000 - 5th IberoAmerican Symp. on Pattern Rec., F. Muge, Moises P. and R. Caldas Pinto (Eds.), ISBN 972-97711-1-1, pp. 123-135, Lisbon, Portugal, 11-13 Sep. 2000",none,cs.AI,Summary2863,cs/0412086v1,2004-12-17T17:19:03Z,Artificial Ant Colonies in Digital Image Habitats - A Mass Behaviour Effect Study on Pattern Recognition,"Vitorino Ramos, Filipe Almeida",http://arxiv.org/pdf/cs/0412086v1,"Proc. of ANTS 2000 - 2nd Int. Works. on Ant Algorithms (From Ant Colonies to Artificial Ants), Marco Dorigo, Martin Middendorf, Thomas Stuzle (Eds.), pp. 113, Brussels, Belgium, 7-9 Sep. 2000",none,cs.AI,Summary2864,cs/0412087v1,2004-12-17T17:29:27Z,Image Colour Segmentation by Genetic Algorithms,"Vitorino Ramos, Fernando Muge",http://arxiv.org/pdf/cs/0412087v1,"RecPad 2000 - 11th Portuguese Conf. on Pattern Recognition, in Aurelio C. Campilho and A.M. Mendonca (Eds.), ISBN 972-96883-2-5, pp. 125-129, Porto, Portugal, May 11-12, 2000",none,cs.AI,Summary2865,cs/0412088v1,2004-12-17T18:58:31Z,"On Image Filtering, Noise and Morphological Size Intensity Diagrams","Vitorino Ramos, Fernando Muge",http://arxiv.org/pdf/cs/0412088v1,"RecPad 2000 - 11th Portuguese Conf. on Pattern Recognition, in Aurelio C. Campilho and A.M. Mendonca (Eds.), ISBN 972-96883-2-5, pp. 483-491, Porto, Portugal, May 11-12, 2000",none,cs.CV,Summary2866,cs/0510056v1,2005-10-19T20:44:04Z,First-Order Modeling and Stability Analysis of Illusory Contours,"Yoon-Mo Jung, Jianhong Shen",http://arxiv.org/pdf/cs/0510056v1,No journal ref found,none,cs.CV,Summary2867,cs/0602083v1,2006-02-24T17:29:08Z,A third level trigger programmable on FPGA for the gamma/hadron separation in a Cherenkov telescope using pseudo-Zernike moments and the SVM classifier,"Marco Frailis, Oriana Mansutti, Praveen Boinee, Giuseppe Cabras, Alessandro De Angelis, Barbara De Lotto, Alberto Forti, Mauro DellOrso, Riccardo Paoletti, Angelo Scribano, Nicola Turini, Mose Mariotti, Luigi Peruzzo, Antonio Saggion",http://arxiv.org/pdf/cs/0602083v1,"Proceedings of the Third Workshop on Science with the New Generation of High Energy Gamma Experiments, p.201 (2006)",none,cs.CV,Summary2868,cs/0701057v1,2007-01-09T01:03:25Z,Cooperative Optimization for Energy Minimization: A Case Study of Stereo Matching,Xiaofei Huang,http://arxiv.org/pdf/cs/0701057v1,No journal ref found,none,cs.CV,Summary2869,cs/0701127v3,2007-01-20T15:45:03Z,A novel set of rotationally and translationally invariant features for images based on the non-commutative bispectrum,Risi Kondor,http://arxiv.org/pdf/cs/0701127v3,No journal ref found,none,cs.CV,Summary2870,cs/0702082v1,2007-02-14T07:01:56Z,Invariant template matching in systems with spatiotemporal coding: a vote for instability,"Ivan Tyukin, Tatiana Tyukina, Cees van Leeuwen",http://arxiv.org/pdf/cs/0702082v1,"Neural Networks, vol. 22, no. 4, (2009), 425-449",none,cs.CV,Summary2871,0705.2011v1,2007-05-14T19:49:56Z,Multi-Dimensional Recurrent Neural Networks,"Alex Graves, Santiago Fernandez, Juergen Schmidhuber",http://arxiv.org/pdf/0705.2011v1,No journal ref found,none,cs.AI,Summary2872,0710.3185v1,2007-10-16T22:13:11Z,Fuzzy Modeling of Electrical Impedance Tomography Image of the Lungs,"Harki Tanaka, Neli Regina Siqueira Ortega, Mauricio Stanzione Galizia, Joao Batista Borges Sobrinho, Marcelo Britto Passos Amato",http://arxiv.org/pdf/0710.3185v1,No journal ref found,none,cs.AI,Summary2873,0804.3361v2,2008-04-21T17:07:59Z,A New Approach to Automated Epileptic Diagnosis Using EEG and Probabilistic Neural Network,"Forrest Sheng Bao, Donald Yu-Chun Lie, Yuanlin Zhang",http://arxiv.org/pdf/0804.3361v2,No journal ref found,none,cs.AI,Summary2874,0806.1796v1,2008-06-11T07:02:45Z,Evaluation for Uncertain Image Classification and Segmentation,"Arnaud Martin, Hicham Laanaya, Andreas Arnold-Bos",http://arxiv.org/pdf/0806.1796v1,"Pattern Recognition 39, 11 (2006) 1987-1995",none,cs.CV,Summary2875,0806.1798v1,2008-06-11T07:09:15Z,Human expert fusion for image classification,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.1798v1,Information & Security. An International Journal 20 (2006) 122-141,none,cs.CV,Summary2876,0806.2007v1,2008-06-12T06:44:55Z,Experts Fusion and Multilayer Perceptron Based on Belief Learning for Sonar Image Classification,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.2007v1,No journal ref found,none,cs.CV,Summary2877,0806.2008v1,2008-06-12T06:47:26Z,Generalized proportional conflict redistribution rule applied to Sonar imagery and Radar targets classification,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.2008v1,"Advances and Applications of DSmT for Information Fusion, Florentin Smarandache & Jean Dezert (Ed.) (2006) 289-304",none,cs.CV,Summary2878,0807.4478v1,2008-07-28T15:46:02Z,An Image-Based Sensor System for Autonomous Rendez-Vous with Uncooperative Satellites,"Carlos Miravet, Luis Pascual, Eloise Krouch, Juan Manuel del Cura",http://arxiv.org/pdf/0807.4478v1,No journal ref found,none,cs.CV,Summary2879,0810.2311v2,2008-10-13T20:43:24Z,"Non-Negative Matrix Factorization, Convexity and Isometry","Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson",http://arxiv.org/pdf/0810.2311v2,No journal ref found,none,cs.AI,Summary2880,0902.4521v1,2009-02-26T07:20:49Z,Are Tensor Decomposition Solutions Unique? On the global convergence of HOSVD and ParaFac algorithms,"Dijun Luo, Heng Huang, Chris Ding",http://arxiv.org/pdf/0902.4521v1,No journal ref found,none,cs.CV,Summary2881,0903.4513v7,2009-03-26T10:05:29Z,Building the information kernel and the problem of recognition,Elena S. Vishnevskaya,http://arxiv.org/pdf/0903.4513v7,No journal ref found,none,cs.CV,Summary2882,0904.3808v2,2009-04-24T07:15:49Z,Automated Epilepsy Diagnosis Using Interictal Scalp EEG,"Forrest Sheng Bao, Jue-Ming Gao, Jing Hu, Donald Y. -C. Lie, Yuanlin Zhang, K. J. Oommen",http://arxiv.org/pdf/0904.3808v2,No journal ref found,none,cs.AI,Summary2883,0906.5120v1,2009-06-28T08:10:33Z,"Comments on ""A new combination of evidence based on compromise"" by K. Yamada","Jean Dezert, Arnaud Martin, Florentin Smarandache",http://arxiv.org/pdf/0906.5120v1,"Fuzzy Sets and Systems 160, 6 (2009) 853-855",none,cs.CV,Summary2884,1005.4032v1,2010-05-21T17:57:50Z,Combining Multiple Feature Extraction Techniques for Handwritten Devnagari Character Recognition,"Sandhya Arora, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1005.4032v1,ICIIS 2008,none,cs.CV,Summary2885,1010.0012v1,2010-09-30T20:17:03Z,An Embarrassingly Simple Speed-Up of Belief Propagation with Robust Potentials,"James M. Coughlan, Huiying Shen",http://arxiv.org/pdf/1010.0012v1,No journal ref found,none,cs.CV,Summary2886,1102.2748v1,2011-02-14T12:05:47Z,Feature Selection via Sparse Approximation for Face Recognition,"Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou",http://arxiv.org/pdf/1102.2748v1,No journal ref found,none,cs.CV,Summary2887,1102.2749v2,2011-02-14T12:12:56Z,Multi-task GLOH feature selection for human age estimation,"Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou",http://arxiv.org/pdf/1102.2749v2,No journal ref found,none,cs.CV,Summary2888,1103.3430v1,2011-03-17T14:59:33Z,Identification of arabic word from bilingual text using character features,"Sofiene Haboubi, Samia Maddouri, Hamid Amiri",http://arxiv.org/pdf/1103.3430v1,International Workshop on Frontiers in Arabic Handwriting Recognition (2010) 50-54,none,cs.AI,Summary2889,1106.0823v4,2011-06-04T13:48:21Z,Recovering Epipolar Geometry from Images of Smooth Surfaces,Oleg Kupervasser,http://arxiv.org/pdf/1106.0823v4,"Pattern Recognition and Image Analysis, April 2013, Volume 23, Issue 2, pp 236-257",none,cs.CV,Summary2890,1106.6341v2,2011-06-30T18:59:53Z,Vision-Based Navigation III: Pose and Motion from Omnidirectional Optical Flow and a Digital Terrain Map,"Ronen Lerner, Oleg Kupervasser, Ehud Rivlin",http://arxiv.org/pdf/1106.6341v2,"Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems October 9 - 15, 2006, Beijing, China",none,cs.CV,Summary2891,1107.0399v4,2011-07-02T17:34:30Z,Vision-Based Navigation I: A navigation filter for fusing DTM/correspondence updates,"Oleg Kupervasser, Vladimir Voronov",http://arxiv.org/pdf/1107.0399v4,"Proceedings of the IEEE International Conference on Robotics and Biomimetics (ROBIO), 2011 , Page(s): 1591 - 1596",none,cs.CV,Summary2892,1107.1470v2,2011-07-07T18:09:55Z,Vision-Based Navigation II: Error Analysis for a Navigation Algorithm based on Optical-Flow and a Digital Terrain Map,"Oleg Kupervasser, Ronen Lerner, Ehud Rivlin, Hector Rotstein",http://arxiv.org/pdf/1107.1470v2,"Proceedings of the 2008 IEEE/ION Position, Location and Navigation Symposium, P.1203-1212",none,cs.CV,Summary2893,1108.1500v1,2011-08-06T17:52:00Z,Gender Recognition Based on Sift Features,"Sahar Yousefi, Morteza Zahedi",http://arxiv.org/pdf/1108.1500v1,No journal ref found,none,cs.AI,Summary2894,1108.5710v1,2011-08-29T19:06:30Z,Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves,"Mark Schmidt, Karteek Alahari",http://arxiv.org/pdf/1108.5710v1,No journal ref found,none,cs.CV,Summary2895,1112.2095v1,2011-12-09T13:19:21Z,Real-time face swapping as a tool for understanding infant self-recognition,"Sao Mai Nguyen, Masaki Ogino, Minoru Asada",http://arxiv.org/pdf/1112.2095v1,"International Conference on Epigenetic Robotics, Glumslov : Sweden (2010)",none,cs.AI,Summary2896,1201.5946v1,2012-01-28T11:37:40Z,Feature selection using nearest attributes,"Alex Pappachen James, Sima Dimitrijev",http://arxiv.org/pdf/1201.5946v1,No journal ref found,none,cs.CV,Summary2897,1201.5947v1,2012-01-28T11:45:07Z,Examplers based image fusion features for face recognition,"Alex Pappachen James, Sima Dimitrijev",http://arxiv.org/pdf/1201.5947v1,No journal ref found,none,cs.CV,Summary2898,1202.0940v1,2012-02-05T04:37:40Z,Improving feature selection algorithms using normalised feature histograms,"Alex Pappachen James, Akshay Maan",http://arxiv.org/pdf/1202.0940v1,"Electronics Letters,47, 8, 490-491, 2011",none,cs.AI,Summary2899,1202.2745v1,2012-02-13T14:35:41Z,Multi-column Deep Neural Networks for Image Classification,"Dan Cireşan, Ueli Meier, Juergen Schmidhuber",http://arxiv.org/pdf/1202.2745v1,"CVPR 2012, p. 3642-3649",none,cs.CV,Summary2900,1202.3046v1,2012-02-14T14:22:24Z,Segmentation of Offline Handwritten Bengali Script,"Subhadip Basu, Chitrita Chaudhuri, Mahantapas Kundu, Mita Nasipuri, Dipak K. Basu",http://arxiv.org/pdf/1202.3046v1,"Proceedings of 28th IEEE ACE, pp. 171-174, December 2002, Science City, Kolkata",none,cs.CV,Summary2901,1205.3966v1,2012-05-17T15:57:24Z,Neural Networks for Handwritten English Alphabet Recognition,"Yusuf Perwej, Ashish Chaturvedi",http://arxiv.org/pdf/1205.3966v1,"International Journal of Computer Applications(IJCA), April 2011, Volume 20, Number 7, Pages 1-5",none,cs.AI,Summary2902,1206.3633v1,2012-06-16T07:11:02Z,Feature Based Fuzzy Rule Base Design for Image Extraction,"Koushik Mondal, Paramartha Dutta, Siddhartha Bhattacharyya",http://arxiv.org/pdf/1206.3633v1,No journal ref found,none,cs.CV,Summary2903,1206.4391v1,2012-06-20T06:16:18Z,Gray Image extraction using Fuzzy Logic,"Koushik Mondal, Paramartha Dutta, Siddhartha Bhattacharyya",http://arxiv.org/pdf/1206.4391v1,No journal ref found,none,cs.CV,Summary2904,1206.5157v1,2012-06-22T14:22:16Z,Leaf vein segmentation using Odd Gabor filters and morphological operations,"Vini Katyal, Aviral",http://arxiv.org/pdf/1206.5157v1,No journal ref found,none,cs.CV,Summary2905,1212.0059v1,2012-12-01T03:58:09Z,Artificial Neural Network Fuzzy Inference System (ANFIS) For Brain Tumor Detection,Minakshi Sharma,http://arxiv.org/pdf/1212.0059v1,IJFLS 2012,none,cs.CV,Summary2906,1212.1313v1,2012-12-06T12:53:26Z,Autonomous Navigation by Robust Scan Matching Technique,"Debajyoti Banerji, Ranjit Ray, Jhankar Basu, Indrajit Basak",http://arxiv.org/pdf/1212.1313v1,"INTERNATIONAL JOURNAL OF INNOVATIVE TECHNOLOGY AND CREATIVE ENGINEERING (ISSN:2045-8711), VOL.2 NO.10 OCTOBER 2012",none,cs.CV,Summary2907,1302.1539v1,2013-02-06T15:55:26Z,Image Segmentation in Video Sequences: A Probabilistic Approach,"Nir Friedman, Stuart Russell",http://arxiv.org/pdf/1302.1539v1,No journal ref found,none,cs.CV,Summary2908,1302.1700v1,2013-02-07T10:33:47Z,Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks,"Alessandro Giusti, Dan C. Cireşan, Jonathan Masci, Luca M. Gambardella, Jürgen Schmidhuber",http://arxiv.org/pdf/1302.1700v1,"International Conference on Image Processing (ICIP) 2013, Melbourne",none,cs.CV,Summary2909,1302.3556v1,2013-02-13T14:12:00Z,Object Recognition with Imperfect Perception and Redundant Description,"Claude Barrouil, Jerome Lemaire",http://arxiv.org/pdf/1302.3556v1,No journal ref found,none,cs.CV,Summary2910,1302.6557v2,2013-02-26T19:52:02Z,Geodesic-based Salient Object Detection,Richard M Jiang,http://arxiv.org/pdf/1302.6557v2,"This is a revised version of our submissions to CVPR 2012, SIGRAPH Asia 2012, and CVPR 2013;",none,cs.CV,Summary2911,0708.0927v1,2007-08-07T11:16:15Z,Modeling Visual Information Processing in Brain: A Computer Vision Point of View and Approach,Emanuel Diamant,http://arxiv.org/pdf/0708.0927v1,"Signal Processing: Image Communication, vol. 22, issue 6, pp. 583-590, July 2007",none,cs.AI,Summary2912,0708.2432v1,2007-08-18T14:36:28Z,A structure from motion inequality,"Oliver Knill, Jose Ramirez-Herran",http://arxiv.org/pdf/0708.2432v1,No journal ref found,none,cs.CV,Summary2913,0708.2438v1,2007-08-17T21:36:08Z,On Ullmans theorem in computer vision,"Oliver Knill, Jose Ramirez-Herran",http://arxiv.org/pdf/0708.2438v1,No journal ref found,none,cs.CV,Summary2914,0708.2442v1,2007-08-17T21:53:41Z,Space and camera path reconstruction for omni-directional vision,"Oliver Knill, Jose Ramirez-Herran",http://arxiv.org/pdf/0708.2442v1,No journal ref found,none,cs.CV,Summary2915,1002.0382v1,2010-02-02T02:22:58Z,Face Recognition by Fusion of Local and Global Matching Scores using DS Theory: An Evaluation with Uni-classifier and Multi-classifier Paradigm,"Dakshina Ranjan Kisku, Massimo Tistarelli, Jamuna Kanta Sing, Phalguni Gupta",http://arxiv.org/pdf/1002.0382v1,No journal ref found,none,cs.CV,Summary2916,1002.0411v1,2010-02-02T08:00:33Z,Face Identification by SIFT-based Complete Graph Topology,"Dakshina Ranjan Kisku, Ajita Rattani, Enrico Grosso, Massimo Tistarelli",http://arxiv.org/pdf/1002.0411v1,No journal ref found,none,cs.CV,Summary2917,1002.0412v1,2010-02-02T08:06:04Z,SIFT-based Ear Recognition by Fusion of Detected Keypoints from Color Similarity Slice Regions,"Dakshina Ranjan Kisku, Hunny Mehrotra, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1002.0412v1,No journal ref found,none,cs.CV,Summary2918,1002.0414v1,2010-02-02T08:12:23Z,Feature Level Fusion of Biometrics Cues: Human Identification with Doddingtons Caricature,"Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1002.0414v1,No journal ref found,none,cs.CV,Summary2919,1002.2523v1,2010-02-12T11:14:57Z,Feature Level Fusion of Face and Fingerprint Biometrics,"Ajita Rattani, Dakshina Ranjan Kisku, Manuele Bicego, Massimo Tistarelli",http://arxiv.org/pdf/1002.2523v1,BTAS 2007,none,cs.CV,Summary2920,1002.2755v1,2010-02-14T07:38:45Z,Multibiometrics Belief Fusion,"Dakshina Ranjan Kisku, Jamuna Kanta Sing, Phalguni Gupta",http://arxiv.org/pdf/1002.2755v1,ICMV 2009,none,cs.CV,Summary2921,1111.0466v1,2011-11-02T11:42:37Z,Kernel diff-hash,Michael M Bronstein,http://arxiv.org/pdf/1111.0466v1,No journal ref found,none,cs.CV,Summary2922,1109.1133v1,2011-09-06T10:24:07Z,Color Texture Classification Approach Based on Combination of Primitive Pattern Units and Statistical Features,Shervan Fekri Ershad,http://arxiv.org/pdf/1109.1133v1,No journal ref found,none,cs.CV,Summary2923,1109.6638v2,2011-09-29T19:47:00Z,"The Statistical Inefficiency of Sparse Coding for Images (or, One Gabor to Rule them All)","James Bergstra, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1109.6638v2,No journal ref found,none,cs.CV,Summary2924,1204.1277v1,2012-04-05T17:00:47Z,Mouse Simulation Using Two Coloured Tapes,"Vikram Kumar, Kamran Niyazi, Swapnil Mahe, Swapnil Vyawahare",http://arxiv.org/pdf/1204.1277v1,"International Journal of Information Sciences and Techniques (IJIST) Vol.2, No.2, March 2012",none,cs.AI,Summary2925,1204.1679v1,2012-04-07T20:52:10Z,Clustering and Bayesian network for image of faces classification,"Khlifia Jayech, Mohamed Ali Mahjoub",http://arxiv.org/pdf/1204.1679v1,"(IJACSA) International Journal of Advanced Computer Science and Applications, Special Issue on Image processing and Analysis, pp 35-44 May 2011",none,cs.CV,Summary2926,1204.1811v1,2012-04-09T06:44:42Z,Skin-color based videos categorization,"Rehanullah Khan, Asad Maqsood, Zeeshan Khan, Muhammad Ishaq, Arsalan Arif",http://arxiv.org/pdf/1204.1811v1,No journal ref found,none,cs.CV,Summary2927,1204.2741v1,2012-04-12T14:47:41Z,"Simultaneous Object Detection, Tracking, and Event Recognition","Andrei Barbu, Aaron Michaux, Siddharth Narayanaswamy, Jeffrey Mark Siskind",http://arxiv.org/pdf/1204.2741v1,"Advances in Cognitive Systems, Vol. 2, pp. 203-220, 2012",none,cs.CV,Summary2928,1204.2742v1,2012-04-12T14:47:44Z,Video In Sentences Out,"Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang",http://arxiv.org/pdf/1204.2742v1,No journal ref found,none,cs.CV,Summary2929,1204.3616v1,2012-04-16T19:59:15Z,Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction,"Andrei Barbu, Alexander Bridge, Dan Coroian, Sven Dickinson, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang",http://arxiv.org/pdf/1204.3616v1,No journal ref found,none,cs.CV,Summary2930,1209.2295v2,2012-09-11T12:01:08Z,Multimodal diffusion geometry by joint diagonalization of Laplacians,"Davide Eynard, Klaus Glashoff, Michael M. Bronstein, Alexander M. Bronstein",http://arxiv.org/pdf/1209.2295v2,No journal ref found,none,cs.CV,Summary2931,1209.6299v2,2012-09-12T06:45:25Z,Approximate evaluation of marginal association probabilities with belief propagation,"Jason L. Williams, Roslyn A. Lau",http://arxiv.org/pdf/1209.6299v2,"IEEE Transactions on Aerospace and Electronic Systems, vol 50, no 4, pp 2942-2959, October 2014",none,cs.AI,Summary2932,1211.4524v1,2012-11-19T18:07:44Z,Applying Dynamic Model for Multiple Manoeuvring Target Tracking Using Particle Filtering,"Mohammad Javad Parseh, Saeid Pashazadeh",http://arxiv.org/pdf/1211.4524v1,"International Journal of Information Technology, Control and Automation (IJITCA), Vol. 2, No. 4, pp. 37-49, 2012",none,cs.CV,Summary2933,1211.5829v1,2012-11-26T01:10:15Z,An Automatic Algorithm for Object Recognition and Detection Based on ASIFT Keypoints,Reza Oji,http://arxiv.org/pdf/1211.5829v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.3, No.5, 2012, pp 29-39",none,cs.AI,Summary2934,1211.6971v1,2012-11-29T16:35:07Z,A New Automatic Method to Adjust Parameters for Object Recognition,"Issam Qaffou, Mohamed Sadgal, Aziz Elfazziki",http://arxiv.org/pdf/1211.6971v1,IJACSA 2012,none,cs.CV,Summary2935,1301.2298v1,2013-01-10T16:25:38Z,Lattice Particle Filters,"Dirk Ormoneit, Christiane Lemieux, David J. Fleet",http://arxiv.org/pdf/1301.2298v1,No journal ref found,none,cs.AI,Summary2936,1301.6701v1,2013-01-23T15:58:26Z,Multi-objects association in perception of dynamical situation,"Dominique Gruyer, Veronique Berge-Cherfaoui",http://arxiv.org/pdf/1301.6701v1,No journal ref found,none,cs.AI,Summary2937,1304.1517v1,2013-03-27T19:39:23Z,Model-based Influence Diagrams for Machine Vision,"Tod S. Levitt, John Mark Agosta, Thomas O. Binford",http://arxiv.org/pdf/1304.1517v1,No journal ref found,none,cs.CV,Summary2938,1304.2743v1,2013-03-27T19:48:54Z,Comparisons of Reasoning Mechanisms for Computer Vision,Ze-Nian Li,http://arxiv.org/pdf/1304.2743v1,No journal ref found,none,cs.CV,Summary2939,1304.2749v1,2013-03-27T19:49:25Z,Evidential Reasoning in Image Understanding,"Minchuan Zhang, Su-shing Chen",http://arxiv.org/pdf/1304.2749v1,No journal ref found,none,cs.CV,Summary2940,1304.3098v1,2013-03-27T19:53:08Z,Evidential Reasoning in Parallel Hierarchical Vision Programs,"Ze-Nian Li, Leonard Uhr",http://arxiv.org/pdf/1304.3098v1,No journal ref found,none,cs.AI,Summary2941,1307.0426v3,2013-07-01T16:16:40Z,"An Empirical Study into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation","Thomas A. Lampert, André Stumpf, Pierre Gançarski",http://arxiv.org/pdf/1307.0426v3,"IEEE Transactions on Image Processing 25(6), 2557-2572, 2016",none,cs.CV,Summary2942,1307.7198v1,2013-07-27T00:34:41Z,Self-Learning for Player Localization in Sports Video,"Kenji Okuma, David G. Lowe, James J. Little",http://arxiv.org/pdf/1307.7198v1,No journal ref found,none,cs.CV,Summary2943,1311.6079v2,2013-11-24T04:39:28Z,"Local Similarities, Global Coding: An Algorithm for Feature Coding and its Applications","Amirreza Shaban, Hamid R. Rabiee, Mahyar Najibi",http://arxiv.org/pdf/1311.6079v2,No journal ref found,none,cs.CV,Summary2944,1312.4637v2,2013-12-17T04:44:04Z,Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations,"Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1312.4637v2,No journal ref found,none,cs.CV,Summary2945,1312.6599v1,2013-12-23T17:00:02Z,Image Processing based Systems and Techniques for the Recognition of Ancient and Modern Coins,"Shatrughan Modi, Dr. Seema Bawa",http://arxiv.org/pdf/1312.6599v1,"International Journal of Computer Applications 47(10):1-5, June 2012",none,cs.CV,Summary2946,1312.6615v1,2013-12-23T17:40:08Z,Automated Coin Recognition System using ANN,"Shatrughan Modi, Dr. Seema Bawa",http://arxiv.org/pdf/1312.6615v1,"International Journal of Computer Applications 26(4):13-18, July 2011",none,cs.CV,Summary2947,1405.0921v1,2014-04-30T06:30:19Z,Gabor Filter and Rough Clustering Based Edge Detection,Chandranath Adak,http://arxiv.org/pdf/1405.0921v1,No journal ref found,none,cs.CV,Summary2948,1405.6662v1,2014-05-09T05:59:01Z,Cognitive-mapping and contextual pyramid based Digital Elevation Model Registration and its effective storage using fractal based compression,"Suma Dawn, Vikas Saxena, Bhudev Sharma",http://arxiv.org/pdf/1405.6662v1,No journal ref found,none,cs.AI,Summary2949,1409.2821v1,2014-09-09T17:17:48Z,Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records,"Meysam Ghaffari, Nasser Ghadiri",http://arxiv.org/pdf/1409.2821v1,No journal ref found,none,cs.AI,Summary2950,1505.03540v3,2015-05-13T20:06:21Z,Brain Tumor Segmentation with Deep Neural Networks,"Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle",http://arxiv.org/pdf/1505.03540v3,No journal ref found,none,cs.CV,Summary2951,1505.05190v1,2015-05-19T21:12:15Z,Image Reconstruction from Bag-of-Visual-Words,"Hiroharu Kato, Tatsuya Harada",http://arxiv.org/pdf/1505.05190v1,No journal ref found,none,cs.CV,Summary2952,1505.06072v3,2015-05-22T13:36:58Z,Diffusion Methods for Classification with Pairwise Relationships,"Pedro F. Felzenszwalb, Benar F. Svaiter",http://arxiv.org/pdf/1505.06072v3,No journal ref found,none,cs.AI,Summary2953,1505.08153v1,2015-05-29T19:09:02Z,Feature Representation for Online Signature Verification,"Mohsen Fayyaz, Mohammad Hajizadeh_Saffar, Mohammad Sabokrou, Mahmood Fathy",http://arxiv.org/pdf/1505.08153v1,No journal ref found,none,cs.CV,Summary2954,1101.3381v1,2011-01-18T04:10:01Z,Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery,"Facundo Bromberg, Federico Schlüter",http://arxiv.org/pdf/1101.3381v1,No journal ref found,none,cs.AI,Summary2955,1101.3755v2,2011-01-19T19:05:15Z,Transductive-Inductive Cluster Approximation Via Multivariate Chebyshev Inequality,Shriprakash Sinha,http://arxiv.org/pdf/1101.3755v2,No journal ref found,none,cs.CV,Summary2956,1203.0876v1,2012-03-05T12:06:54Z,An MLP based Approach for Recognition of Handwritten `Bangla Numerals,"Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1203.0876v1,"Proc. 2nd Indian International Conference on Artificial Intelligence, pp. 407-417, Dec. 2005, Pune",none,cs.CV,Summary2957,1203.0882v1,2012-03-05T12:22:23Z,Handwritten Bangla Alphabet Recognition using an MLP Based Classifier,"Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1203.0882v1,"Proc. of the 2nd National Conf. on Computer Processing of Bangla, pp. 285-291, Feb-2005, Dhaka",none,cs.CV,Summary2958,1203.3512v1,2012-03-15T11:17:56Z,Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts,"Chris Russell, Lubor Ladicky, Pushmeet Kohli, Philip H. S. Torr",http://arxiv.org/pdf/1203.3512v1,No journal ref found,none,cs.AI,Summary2959,1210.2646v1,2012-10-09T15:45:23Z,A General Methodology for the Determination of 2D Bodies Elastic Deformation Invariants. Application to the Automatic Identification of Parasites,"Dimitris Arabadjis, Panayiotis Rousopoulos, Constantin Papaodysseus, Michalis Panagopoulos, Panayiota Loumou, Georgios Theodoropoulos",http://arxiv.org/pdf/1210.2646v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 5, pp. 799-814, 2010",none,cs.CV,Summary2960,1210.7038v1,2012-10-26T01:15:38Z,Full Object Boundary Detection by Applying Scale Invariant Features in a Region Merging Segmentation Algorithm,"Reza Oji, Farshad Tajeripour",http://arxiv.org/pdf/1210.7038v1,"International Journal of Artificial Intelligence & Applications (IJAIA) (2012) Volume 3, Number 5, pp: 41-50",none,cs.CV,Summary2961,1303.1460v1,2013-03-06T14:18:58Z,On Considering Uncertainty and Alternatives in Low-Level Vision,"Steven M. LaValle, Seth A. Hutchinson",http://arxiv.org/pdf/1303.1460v1,No journal ref found,none,cs.AI,Summary2962,1303.2071v2,2013-03-08T18:21:17Z,Application of the SP theory of intelligence to the understanding of natural vision and the development of computer vision,J. Gerard Wolff,http://arxiv.org/pdf/1303.2071v2,"SpringerPlus, 3, 552, 2014",none,cs.CV,Summary2963,1305.6650v1,2013-05-28T22:46:35Z,Active Sensing as Bayes-Optimal Sequential Decision Making,"Sheeraz Ahmad, Angela J. Yu",http://arxiv.org/pdf/1305.6650v1,No journal ref found,none,cs.AI,Summary2964,1403.4682v1,2014-03-19T03:23:30Z,Structured Sparse Method for Hyperspectral Unmixing,"Feiyun Zhu, Ying Wang, Shiming Xiang, Bin Fan, Chunhong Pan",http://arxiv.org/pdf/1403.4682v1,No journal ref found,none,cs.CV,Summary2965,1404.6071v1,2014-04-24T10:09:41Z,Rough Clustering Based Unsupervised Image Change Detection,Chandranath Adak,http://arxiv.org/pdf/1404.6071v1,No journal ref found,none,cs.CV,Summary2966,1404.6075v1,2014-04-24T10:24:49Z,Unsupervised Text Extraction from G-Maps,Chandranath Adak,http://arxiv.org/pdf/1404.6075v1,No journal ref found,none,cs.CV,Summary2967,1411.5268v1,2014-11-19T15:57:02Z,Sparse distributed localized gradient fused features of objects,"Swathikiran Sudhakarana, Alex Pappachen James",http://arxiv.org/pdf/1411.5268v1,"Pattern Recognition, Available online 31 October 2014",none,cs.CV,Summary2968,1412.0439v2,2014-12-01T11:42:51Z,Fuzzy human motion analysis: A review,"Chern Hong Lim, Ekta Vats, Chee Seng Chan",http://arxiv.org/pdf/1412.0439v2,No journal ref found,none,cs.CV,Summary2969,1412.2672v1,2014-12-08T17:25:57Z,When Computer Vision Gazes at Cognition,"Tao Gao, Daniel Harari, Joshua Tenenbaum, Shimon Ullman",http://arxiv.org/pdf/1412.2672v1,No journal ref found,none,cs.AI,Summary2970,1503.01070v1,2015-03-03T19:22:01Z,Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research,"Atousa Torabi, Christopher Pal, Hugo Larochelle, Aaron Courville",http://arxiv.org/pdf/1503.01070v1,No journal ref found,none,cs.CV,Summary2971,1503.01444v2,2015-03-04T20:14:35Z,Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications,"Tae-Hyun Oh, Yu-Wing Tai, Jean-Charles Bazin, Hyeongwoo Kim, In So Kweon",http://arxiv.org/pdf/1503.01444v2,No journal ref found,none,cs.CV,Summary2972,1504.01639v2,2015-04-07T15:23:22Z,Ego-Object Discovery,"Marc Bolaños, Petia Radeva",http://arxiv.org/pdf/1504.01639v2,No journal ref found,none,cs.CV,Summary2973,1506.08959v2,2015-06-30T06:47:50Z,A Large-Scale Car Dataset for Fine-Grained Categorization and Verification,"Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1506.08959v2,No journal ref found,none,cs.CV,Summary2974,1509.03371v1,2015-09-11T01:20:46Z,Efficient Convolutional Neural Networks for Pixelwise Classification on Heterogeneous Hardware Systems,Fabian Tschopp,http://arxiv.org/pdf/1509.03371v1,No journal ref found,none,cs.CV,Summary2975,1509.03789v2,2015-09-13T00:34:18Z,Bio-Inspired Human Action Recognition using Hybrid Max-Product Neuro-Fuzzy Classifier and Quantum-Behaved PSO,"Bardia Yousefi, Chu Kiong Loo",http://arxiv.org/pdf/1509.03789v2,No journal ref found,none,cs.AI,Summary2976,1509.03970v1,2015-09-14T07:34:46Z,Natural scene statistics mediate the perception of image complexity,"Nicolas Gauvrit, Fernando Soler-Toscano, Hector Zenil",http://arxiv.org/pdf/1509.03970v1,"Visual Cognition 22 (8), 2014, pages 1084-1091",none,cs.AI,Summary2977,1509.05463v2,2015-09-17T22:26:30Z,Learning from Synthetic Data Using a Stacked Multichannel Autoencoder,"Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam",http://arxiv.org/pdf/1509.05463v2,No journal ref found,none,cs.CV,Summary2978,1509.07838v4,2015-09-25T19:14:27Z,Training Deep Networks with Structured Layers by Matrix Backpropagation,"Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu",http://arxiv.org/pdf/1509.07838v4,No journal ref found,none,cs.CV,Summary2979,1510.01344v1,2015-10-05T20:32:04Z,Within-Brain Classification for Brain Tumor Segmentation,"Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin",http://arxiv.org/pdf/1510.01344v1,No journal ref found,none,cs.CV,Summary2980,1511.02917v2,2015-11-09T22:30:19Z,Detecting events and key actors in multi-person videos,"Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija, Alexander Gorban, Kevin Murphy, Li Fei-Fei",http://arxiv.org/pdf/1511.02917v2,No journal ref found,none,cs.CV,Summary2981,1511.03361v1,2015-11-11T02:27:23Z,Discovery Radiomics via StochasticNet Sequencers for Cancer Detection,"Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom Haider, Alexander Wong",http://arxiv.org/pdf/1511.03361v1,No journal ref found,none,cs.CV,Summary2982,1511.07710v1,2015-11-24T14:05:28Z,Searching for Objects using Structure in Indoor Scenes,"Varun K. Nagaraja, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1511.07710v1,No journal ref found,none,cs.CV,Summary2983,1511.08250v3,2015-11-25T23:28:14Z,Recurrent Instance Segmentation,"Bernardino Romera-Paredes, Philip H. S. Torr",http://arxiv.org/pdf/1511.08250v3,ECCV 2016. 14th European Conference on Computer Vision,none,cs.CV,Summary2984,1512.01715v2,2015-12-06T00:40:02Z,A Restricted Visual Turing Test for Deep Scene and Event Understanding,"Hang Qi, Tianfu Wu, Mun-Wai Lee, Song-Chun Zhu",http://arxiv.org/pdf/1512.01715v2,No journal ref found,none,cs.CV,Summary2985,1512.04134v1,2015-12-13T22:58:55Z,Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect,"Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy",http://arxiv.org/pdf/1512.04134v1,No journal ref found,none,cs.CV,Summary2986,1512.06492v1,2015-12-21T04:58:36Z,Remote Health Coaching System and Human Motion Data Analysis for Physical Therapy with Microsoft Kinect,"Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy",http://arxiv.org/pdf/1512.06492v1,No journal ref found,none,cs.CV,Summary2987,1512.07143v2,2015-12-22T16:13:54Z,SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation,"Mariella Dimiccoli, Marc Bolaños, Estefania Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva",http://arxiv.org/pdf/1512.07143v2,No journal ref found,none,cs.AI,Summary2988,1601.00027v1,2015-12-31T22:33:44Z,Computational Pathology: Challenges and Promises for Tissue Analysis,"Thomas J. Fuchs, Joachim M. Buhmann",http://arxiv.org/pdf/1601.00027v1,"Computerized Medical Imaging and Graphics, vol. 35, 7-8, p. 515-530, 2011",none,cs.CV,Summary2989,1601.04667v1,2016-01-18T19:38:51Z,Proactive Message Passing on Memory Factor Networks,"Patrick Eschenfeldt, Dan Schmidt, Stark Draper, Jonathan Yedidia",http://arxiv.org/pdf/1601.04667v1,No journal ref found,none,cs.AI,Summary2990,1601.06041v1,2016-01-22T15:24:41Z,Online Event Recognition from Moving Vessel Trajectories,"Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Marios Vodas, Nikos Pelekis, Yannis Theodoridis",http://arxiv.org/pdf/1601.06041v1,No journal ref found,none,cs.CV,Summary2991,1601.06931v1,2016-01-26T09:05:26Z,Fisher Motion Descriptor for Multiview Gait Recognition,"F. M. Castro, M. J. Marín-Jiménez, N. Guil, R. Muñoz-Salinas",http://arxiv.org/pdf/1601.06931v1,No journal ref found,none,cs.CV,Summary2992,1602.00753v1,2016-02-02T00:16:39Z,Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects,"Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi",http://arxiv.org/pdf/1602.00753v1,No journal ref found,none,cs.AI,Summary2993,1602.07332v1,2016-02-23T22:00:40Z,Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations,"Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Fei-Fei Li",http://arxiv.org/pdf/1602.07332v1,No journal ref found,none,cs.CV,Summary2994,1602.07360v4,2016-02-24T00:09:45Z,SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size,"Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer",http://arxiv.org/pdf/1602.07360v4,No journal ref found,none,cs.CV,Summary2995,1603.01006v2,2016-03-03T08:07:14Z,Automatic learning of gait signatures for people identification,"F. M. Castro, M. J. Marin-Jimenez, N. Guil, N. Perez de la Blanca",http://arxiv.org/pdf/1603.01006v2,No journal ref found,none,cs.CV,Summary2996,1603.01250v1,2016-03-03T20:41:47Z,"Decision Forests, Convolutional Networks and the Models in-Between","Yani Ioannou, Duncan Robertson, Darko Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi",http://arxiv.org/pdf/1603.01250v1,No journal ref found,none,cs.CV,Summary2997,1603.02028v1,2016-03-07T12:25:33Z,Adaptive Visualisation System for Construction Building Information Models Using Saliency,"Hugo Martin, Sylvain Chevallier, Eric Monacelli",http://arxiv.org/pdf/1603.02028v1,No journal ref found,none,cs.CV,Summary2998,1603.05474v2,2016-03-17T13:30:45Z,Neural Aggregation Network for Video Face Recognition,"Jiaolong Yang, Peiran Ren, Dong Chen, Fang Wen, Hongdong Li, Gang Hua",http://arxiv.org/pdf/1603.05474v2,No journal ref found,none,cs.CV,Summary2999,1603.05959v3,2016-03-18T19:07:01Z,Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation,"Konstantinos Kamnitsas, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Daniel Rueckert, Ben Glocker",http://arxiv.org/pdf/1603.05959v3,No journal ref found,none,cs.CV,Summary3000,1603.06015v2,2016-03-18T23:17:01Z,"A Comprehensive Performance Evaluation of Deformable Face Tracking ""In-the-Wild""","Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou",http://arxiv.org/pdf/1603.06015v2,No journal ref found,none,cs.CV,Summary3001,1603.07396v1,2016-03-24T00:02:58Z,A Diagram Is Worth A Dozen Images,"Aniruddha Kembhavi, Mike Salvato, Eric Kolve, Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi",http://arxiv.org/pdf/1603.07396v1,No journal ref found,none,cs.CV,Summary3002,1603.07442v3,2016-03-24T05:20:59Z,Pixel-Level Domain Transfer,"Donggeun Yoo, Namil Kim, Sunggyun Park, Anthony S. Paek, In So Kweon",http://arxiv.org/pdf/1603.07442v3,No journal ref found,none,cs.CV,Summary3003,1604.00449v1,2016-04-02T01:28:27Z,3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction,"Christopher B. Choy, Danfei Xu, JunYoung Gwak, Kevin Chen, Silvio Savarese",http://arxiv.org/pdf/1604.00449v1,No journal ref found,none,cs.CV,Summary3004,1604.03265v2,2016-04-12T07:10:43Z,Volumetric and Multi-View CNNs for Object Classification on 3D Data,"Charles R. Qi, Hao Su, Matthias Niessner, Angela Dai, Mengyuan Yan, Leonidas J. Guibas",http://arxiv.org/pdf/1604.03265v2,No journal ref found,none,cs.CV,Summary3005,1604.03901v2,2016-04-13T18:19:35Z,Single-Image Depth Perception in the Wild,"Weifeng Chen, Zhao Fu, Dawei Yang, Jia Deng",http://arxiv.org/pdf/1604.03901v2,No journal ref found,none,cs.CV,Summary3006,1604.05865v1,2016-04-20T09:08:50Z,Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines,"Decebal Constantin Mocanu, Haitham Bou Ammar, Luis Puig, Eric Eaton, Antonio Liotta",http://arxiv.org/pdf/1604.05865v1,No journal ref found,none,cs.CV,Summary3007,1604.06970v1,2016-04-24T00:55:27Z,Bayesian Inference of Recursive Sequences of Group Activities from Tracks,"Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton T. Morrison",http://arxiv.org/pdf/1604.06970v1,No journal ref found,none,cs.AI,Summary3008,1604.07102v1,2016-04-25T01:01:51Z,Makeup like a superstar: Deep Localized Makeup Transfer Network,"Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang, Xiaochun Cao",http://arxiv.org/pdf/1604.07102v1,No journal ref found,none,cs.CV,Summary3009,1604.07429v1,2016-04-25T20:14:35Z,Balancing Appearance and Context in Sketch Interpretation,"Yale Song, Randall Davis, Kaichen Ma, Dana L. Penny",http://arxiv.org/pdf/1604.07429v1,No journal ref found,none,cs.AI,Summary3010,1604.07513v1,2016-04-26T04:31:31Z,Semantic Change Detection with Hypermaps,"Hirokatsu Kataoka, Soma Shirakabe, Yudai Miyashita, Akio Nakamura, Kenji Iwata, Yutaka Satoh",http://arxiv.org/pdf/1604.07513v1,No journal ref found,none,cs.CV,Summary3011,1605.02677v1,2016-05-09T18:14:52Z,Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark,"Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang",http://arxiv.org/pdf/1605.02677v1,No journal ref found,none,cs.AI,Summary3012,1605.03498v2,2016-05-11T16:22:23Z,Deep Neural Networks Under Stress,"Micael Carvalho, Matthieu Cord, Sandra Avila, Nicolas Thome, Eduardo Valle",http://arxiv.org/pdf/1605.03498v2,No journal ref found,none,cs.CV,Summary3013,1605.07026v1,2016-05-23T14:21:30Z,Spontaneous vs. Posed smiles - can we tell the difference?,"Bappaditya Mandal, Nizar Ouarti",http://arxiv.org/pdf/1605.07026v1,No journal ref found,none,cs.CV,Summary3014,1606.00496v1,2016-06-01T23:12:53Z,On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification,"Paulo J. L. Adeodato, Sílvio B. Melo",http://arxiv.org/pdf/1606.00496v1,No journal ref found,none,cs.AI,Summary3015,1606.01307v1,2016-06-03T23:49:02Z,"Scene Grammars, Factor Graphs, and Belief Propagation","Jeroen Chua, Pedro F. Felzenszwalb",http://arxiv.org/pdf/1606.01307v1,No journal ref found,none,cs.CV,Summary3016,1606.02382v1,2016-06-08T02:57:00Z,Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation,"Petteri Teikari, Marc Santos, Charissa Poon, Kullervo Hynynen",http://arxiv.org/pdf/1606.02382v1,No journal ref found,none,cs.CV,Summary3017,1606.02556v5,2016-06-08T13:57:44Z,DISCO Nets: DISsimilarity COefficient Networks,"Diane Bouchacourt, M. Pawan Kumar, Sebastian Nowozin",http://arxiv.org/pdf/1606.02556v5,No journal ref found,none,cs.CV,Summary3018,1606.03968v1,2016-06-13T14:22:10Z,Visual-Inertial Scene Representations,Stefano Soatto,http://arxiv.org/pdf/1606.03968v1,No journal ref found,none,cs.CV,Summary3019,1606.05506v1,2016-06-17T12:51:23Z,Learning Abstract Classes using Deep Learning,"Sebastian Stabinger, Antonio Rodriguez-Sanchez, Justus Piater",http://arxiv.org/pdf/1606.05506v1,No journal ref found,none,cs.CV,Summary3020,1606.07695v2,2016-06-24T14:17:34Z,Fully DNN-based Multi-label regression for audio tagging,"Yong Xu, Qiang Huang, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley",http://arxiv.org/pdf/1606.07695v2,No journal ref found,none,cs.CV,Summary3021,1607.06583v1,2016-07-22T07:48:18Z,Classification of Alzheimers Disease Structural MRI Data by Deep Learning Convolutional Neural Networks,"Saman Sarraf, Ghassem Tofighi",http://arxiv.org/pdf/1607.06583v1,No journal ref found,none,cs.CV,Summary3022,1608.00700v2,2016-08-02T05:50:11Z,A Survey of Visual Analysis of Human Motion and Its Applications,Qifei Wang,http://arxiv.org/pdf/1608.00700v2,No journal ref found,none,cs.CV,Summary3023,1609.04337v2,2016-09-14T16:41:31Z,Quick and energy-efficient Bayesian computing of binocular disparity using stochastic digital signals,"Alexandre Coninx, Pierre Bessière, Jacques Droulez",http://arxiv.org/pdf/1609.04337v2,No journal ref found,none,cs.CV,Summary3024,1610.02055v1,2016-10-06T20:14:13Z,Places: An Image Database for Deep Scene Understanding,"Bolei Zhou, Aditya Khosla, Agata Lapedriza, Antonio Torralba, Aude Oliva",http://arxiv.org/pdf/1610.02055v1,No journal ref found,none,cs.CV,Summary3025,1610.04631v2,2016-10-14T20:36:57Z,A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification,"Shuai Zheng, Feiping Nie, Chris Ding, Heng Huang",http://arxiv.org/pdf/1610.04631v2,No journal ref found,none,cs.CV,Summary3026,1610.06449v1,2016-10-20T14:55:29Z,Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features,"Hamed R. -Tavakoli, Ali Borji, Jorma Laaksonen, Esa Rahtu",http://arxiv.org/pdf/1610.06449v1,No journal ref found,none,cs.CV,Summary3027,1610.07231v1,2016-10-23T20:48:17Z,Template Matching Advances and Applications in Image Analysis,"Nazanin Sadat Hashemi, Roya Babaie Aghdam, Atieh Sadat Bayat Ghiasi, Parastoo Fatemi",http://arxiv.org/pdf/1610.07231v1,No journal ref found,none,cs.CV,Summary3028,1611.00094v3,2016-11-01T01:03:53Z,Learning recurrent representations for hierarchical behavior modeling,"Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona",http://arxiv.org/pdf/1611.00094v3,No journal ref found,none,cs.AI,Summary3029,1611.04636v1,2016-11-14T22:02:09Z,When Saliency Meets Sentiment: Understanding How Image Content Invokes Emotion and Sentiment,"Honglin Zheng, Tianlang Chen, Jiebo Luo",http://arxiv.org/pdf/1611.04636v1,No journal ref found,none,cs.AI,Summary3030,1611.05664v1,2016-11-17T12:51:18Z,Learning to detect and localize many objects from few examples,"Bastien Moysset, Christoper Kermorvant, Christian Wolf",http://arxiv.org/pdf/1611.05664v1,No journal ref found,none,cs.CV,Summary3031,1611.05896v1,2016-11-17T21:10:33Z,Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic,"Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos",http://arxiv.org/pdf/1611.05896v1,No journal ref found,none,cs.CV,Summary3032,1611.06355v1,2016-11-19T12:35:01Z,Invertible Conditional GANs for image editing,"Guim Perarnau, Joost van de Weijer, Bogdan Raducanu, Jose M. Álvarez",http://arxiv.org/pdf/1611.06355v1,No journal ref found,none,cs.CV,Summary3033,1611.06757v1,2016-11-21T12:36:10Z,Non-Local Color Image Denoising with Convolutional Neural Networks,Stamatios Lefkimmiatis,http://arxiv.org/pdf/1611.06757v1,No journal ref found,none,cs.CV,Summary3034,1611.07941v1,2016-11-23T19:14:25Z,Multi-Modal Mean-Fields via Cardinality-Based Clamping,"Pierre Baqué, François Fleuret, Pascal Fua",http://arxiv.org/pdf/1611.07941v1,No journal ref found,none,cs.CV,Summary3035,1611.08481v2,2016-11-23T20:56:13Z,GuessWhat?! Visual object discovery through multi-modal dialogue,"Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron Courville",http://arxiv.org/pdf/1611.08481v2,No journal ref found,none,cs.AI,Summary3036,1611.08657v3,2016-11-26T04:47:34Z,Deep Constrained Local Models for Facial Landmark Detection,"Amir Zadeh, Tadas Baltrušaitis, Louis-Philippe Morency",http://arxiv.org/pdf/1611.08657v3,No journal ref found,none,cs.CV,Summary3037,1611.08788v1,2016-11-27T05:01:39Z,SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks,"Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury",http://arxiv.org/pdf/1611.08788v1,No journal ref found,none,cs.CV,Summary3038,1611.08789v1,2016-11-27T05:02:47Z,Handwriting Profiling using Generative Adversarial Networks,"Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury",http://arxiv.org/pdf/1611.08789v1,No journal ref found,none,cs.CV,Summary3039,1612.00901v1,2016-12-03T00:31:52Z,Commonly Uncommon: Semantic Sparsity in Situation Recognition,"Mark Yatskar, Vicente Ordonez, Luke Zettlemoyer, Ali Farhadi",http://arxiv.org/pdf/1612.00901v1,No journal ref found,none,cs.CV,Summary3040,1612.01887v1,2016-12-06T16:03:50Z,Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning,"Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher",http://arxiv.org/pdf/1612.01887v1,No journal ref found,none,cs.CV,Summary3041,1612.03284v1,2016-12-10T12:42:10Z,Salient Region Detection with Convex Hull Overlap,"Yongqing Liang, Cheng Jin, Yuejie Zhang",http://arxiv.org/pdf/1612.03284v1,No journal ref found,none,cs.CV,Summary3042,1612.03705v1,2016-12-12T14:31:29Z,Segmentation of large images based on super-pixels and community detection in graphs,"Oscar A. C. Linares, Glenda Michele Botelho, Francisco Aparecido Rodrigues, João Batista Neto",http://arxiv.org/pdf/1612.03705v1,No journal ref found,none,cs.CV,Summary3043,1612.08843v3,2016-12-28T10:24:42Z,FastMask: Segment Multi-scale Object Candidates in One Shot,"Hexiang Hu, Shiyi Lan, Yuning Jiang, Zhimin Cao, Fei Sha",http://arxiv.org/pdf/1612.08843v3,No journal ref found,none,cs.CV,Summary3044,1612.09134v1,2016-12-29T13:16:22Z,From Virtual to Real World Visual Perception using Domain Adaptation -- The DPM as Example,"Antonio M. Lopez, Jiaolong Xu, Jose L. Gomez, David Vazquez, German Ros",http://arxiv.org/pdf/1612.09134v1,No journal ref found,none,cs.CV,Summary3045,1701.02870v1,2017-01-11T07:42:58Z,Context-aware Captions from Context-agnostic Supervision,"Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik",http://arxiv.org/pdf/1701.02870v1,No journal ref found,none,cs.CV,Summary3046,1701.07396v1,2017-01-20T09:48:59Z,LAREX - A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books,"Christian Reul, Uwe Springmann, Frank Puppe",http://arxiv.org/pdf/1701.07396v1,No journal ref found,none,cs.CV,Summary3047,1701.07398v1,2017-01-24T09:07:59Z,Learning an attention model in an artificial visual system,"Alon Hazan, Yuval Harel, Ron Meir",http://arxiv.org/pdf/1701.07398v1,IEEE International Conference on the Science of Electrical Engineering (ICSEE) (2016),none,cs.CV,Summary3048,1702.01721v1,2017-02-06T17:47:08Z,"View Independent Vehicle Make, Model and Color Recognition Using Convolutional Neural Network","Afshin Dehghan, Syed Zain Masood, Guang Shu, Enrique. G. Ortiz",http://arxiv.org/pdf/1702.01721v1,No journal ref found,none,cs.CV,Summary3049,1702.04280v2,2017-02-14T16:34:05Z,"DAGER: Deep Age, Gender and Emotion Recognition Using Convolutional Neural Network","Afshin Dehghan, Enrique G. Ortiz, Guang Shu, Syed Zain Masood",http://arxiv.org/pdf/1702.04280v2,No journal ref found,none,cs.CV,Summary3050,1702.04595v1,2017-02-15T13:25:26Z,Visualizing Deep Neural Network Decisions: Prediction Difference Analysis,"Luisa M Zintgraf, Taco S Cohen, Tameem Adel, Max Welling",http://arxiv.org/pdf/1702.04595v1,No journal ref found,none,cs.CV,Summary3051,1702.05970v2,2017-02-20T13:52:57Z,Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks,"Patrick Ferdinand Christ, Florian Ettlinger, Felix Grün, Mohamed Ezzeldin A. Elshaera, Jana Lipkova, Sebastian Schlecht, Freba Ahmaddy, Sunil Tatavarty, Marc Bickel, Patrick Bilic, Markus Rempfler, Felix Hofmann, Melvin D Anastasi, Seyed-Ahmad Ahmadi, Georgios Kaissis, Julian Holch, Wieland Sommer, Rickmer Braren, Volker Heinemann, Bjoern Menze",http://arxiv.org/pdf/1702.05970v2,No journal ref found,none,cs.CV,Summary3052,1702.06674v1,2017-02-22T04:34:31Z,Unsupervised Diverse Colorization via Generative Adversarial Networks,"Yun Cao, Zhiming Zhou, Weinan Zhang, Yong Yu",http://arxiv.org/pdf/1702.06674v1,No journal ref found,none,cs.CV,Summary3053,1702.08400v1,2017-02-27T17:48:17Z,Asymmetric Tri-training for Unsupervised Domain Adaptation,"Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada",http://arxiv.org/pdf/1702.08400v1,No journal ref found,none,cs.CV,Summary3054,1703.00848v1,2017-03-02T16:29:30Z,Unsupervised Image-to-Image Translation Networks,"Ming-Yu Liu, Thomas Breuel, Jan Kautz",http://arxiv.org/pdf/1703.00848v1,No journal ref found,none,cs.CV,Summary3055,1703.01918v1,2017-03-06T15:16:56Z,High-Resolution Multispectral Dataset for Semantic Segmentation,"Ronald Kemker, Carl Salvaggio, Christopher Kanan",http://arxiv.org/pdf/1703.01918v1,No journal ref found,none,cs.CV,Summary3056,0706.3188v1,2007-06-21T16:40:06Z,A tutorial on conformal prediction,"Glenn Shafer, Vladimir Vovk",http://arxiv.org/pdf/0706.3188v1,No journal ref found,none,cs.LG,Summary3057,0802.1244v1,2008-02-10T07:38:49Z,Learning Balanced Mixtures of Discrete Distributions with Small Sample,Shuheng Zhou,http://arxiv.org/pdf/0802.1244v1,No journal ref found,none,cs.LG,Summary3058,0809.1493v1,2008-09-09T06:48:10Z,Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning,Francis Bach,http://arxiv.org/pdf/0809.1493v1,No journal ref found,none,cs.LG,Summary3059,0901.3150v4,2009-01-20T21:32:57Z,Matrix Completion from a Few Entries,"Raghunandan H. Keshavan, Andrea Montanari, Sewoong Oh",http://arxiv.org/pdf/0901.3150v4,No journal ref found,none,cs.LG,Summary3060,0901.3202v1,2009-01-21T08:05:19Z,Model-Consistent Sparse Estimation through the Bootstrap,Francis Bach,http://arxiv.org/pdf/0901.3202v1,No journal ref found,none,cs.LG,Summary3061,0902.0392v2,2009-02-02T22:37:23Z,Tree Exploration for Bayesian RL Exploration,Christos Dimitrakakis,http://arxiv.org/pdf/0902.0392v2,No journal ref found,none,stat.ML,Summary3062,0903.5328v1,2009-03-30T22:08:02Z,A Stochastic View of Optimal Regret through Minimax Duality,"Jacob Abernethy, Alekh Agarwal, Peter L. Bartlett, Alexander Rakhlin",http://arxiv.org/pdf/0903.5328v1,No journal ref found,none,cs.LG,Summary3063,0904.0776v1,2009-04-05T14:21:49Z,Induction of High-level Behaviors from Problem-solving Traces using Machine Learning Tools,"Vivien Robinet, Gilles Bisson, Mirta B. Gordon, Benoît Lemaire",http://arxiv.org/pdf/0904.0776v1,"IEEE Intelligent Systems 22, 4 (2007) 22",none,stat.ML,Summary3064,0906.2027v2,2009-06-11T00:22:58Z,Matrix Completion from Noisy Entries,"Raghunandan H. Keshavan, Andrea Montanari, Sewoong Oh",http://arxiv.org/pdf/0906.2027v2,No journal ref found,none,cs.LG,Summary3065,0908.0570v1,2009-08-05T01:10:09Z,The Infinite Hierarchical Factor Regression Model,"Piyush Rai, Hal Daumé III",http://arxiv.org/pdf/0908.0570v1,NIPS 2008,none,cs.LG,Summary3066,0908.0572v1,2009-08-05T00:40:23Z,Streamed Learning: One-Pass SVMs,"Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian",http://arxiv.org/pdf/0908.0572v1,IJCAI 2009,none,cs.LG,Summary3067,0911.0054v2,2009-10-31T02:56:18Z,Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity,"Sham M. Kakade, Ohad Shamir, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/0911.0054v2,No journal ref found,none,cs.LG,Summary3068,0912.1128v1,2009-12-06T19:29:04Z,How to Explain Individual Classification Decisions,"David Baehrens, Timon Schroeter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen, Klaus-Robert Mueller",http://arxiv.org/pdf/0912.1128v1,No journal ref found,none,stat.ML,Summary3069,1003.0079v3,2010-02-27T08:54:29Z,Non-Sparse Regularization for Multiple Kernel Learning,"Marius Kloft, Ulf Brefeld, Soeren Sonnenburg, Alexander Zien",http://arxiv.org/pdf/1003.0079v3,No journal ref found,none,cs.LG,Summary3070,1003.4944v1,2010-03-25T16:12:48Z,Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes,"Ryan Prescott Adams, George E. Dahl, Iain Murray",http://arxiv.org/pdf/1003.4944v1,No journal ref found,none,stat.ML,Summary3071,1004.0456v1,2010-04-03T16:28:47Z,Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation,"Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi",http://arxiv.org/pdf/1004.0456v1,"Neurocomputing, Volume 73, Issues 7-9, March 2010, Pages 1125-1141",none,stat.ML,Summary3072,1005.0188v1,2010-05-03T05:59:41Z,Generative and Latent Mean Map Kernels,"Nishant A. Mehta, Alexander G. Gray",http://arxiv.org/pdf/1005.0188v1,No journal ref found,none,cs.LG,Summary3073,1005.0437v1,2010-05-04T06:05:51Z,A Unifying View of Multiple Kernel Learning,"Marius Kloft, Ulrich Rückert, Peter L. Bartlett",http://arxiv.org/pdf/1005.0437v1,No journal ref found,none,stat.ML,Summary3074,1005.2263v2,2010-05-13T07:02:54Z,Context models on sequences of covers,Christos Dimitrakakis,http://arxiv.org/pdf/1005.2263v2,No journal ref found,none,stat.ML,Summary3075,1005.5337v1,2010-05-28T17:25:05Z,Using a Kernel Adatron for Object Classification with RCS Data,"Marten F. Byl, James T. Demers, Edward A. Rietman",http://arxiv.org/pdf/1005.5337v1,No journal ref found,none,cs.LG,Summary3076,1006.1138v3,2010-06-06T21:05:27Z,Online Learning via Sequential Complexities,"Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/1006.1138v3,No journal ref found,none,cs.LG,Summary3077,1006.5051v1,2010-06-25T19:48:50Z,Fast ABC-Boost for Multi-Class Classification,Ping Li,http://arxiv.org/pdf/1006.5051v1,No journal ref found,none,cs.LG,Summary3078,1007.3564v3,2010-07-21T05:50:47Z,Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction,"Tianyi Zhou, Dacheng Tao, Xindong Wu",http://arxiv.org/pdf/1007.3564v3,"Journal of Data Mining and Knowledge Discovery, 2010",none,cs.LG,Summary3079,1008.4000v1,2010-08-24T10:02:01Z,NESVM: a Fast Gradient Method for Support Vector Machines,"Tianyi Zhou, Dacheng Tao, Xindong Wu",http://arxiv.org/pdf/1008.4000v1,No journal ref found,none,cs.LG,Summary3080,1008.5209v1,2010-08-31T03:39:49Z,Network Flow Algorithms for Structured Sparsity,"Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1008.5209v1,No journal ref found,none,cs.LG,Summary3081,1008.5386v1,2010-08-31T18:51:43Z,Mixed Cumulative Distribution Networks,"Ricardo Silva, Charles Blundell, Yee Whye Teh",http://arxiv.org/pdf/1008.5386v1,No journal ref found,none,stat.ML,Summary3082,1009.3958v1,2010-09-20T21:44:30Z,Approximate Inference and Stochastic Optimal Control,"Konrad Rawlik, Marc Toussaint, Sethu Vijayakumar",http://arxiv.org/pdf/1009.3958v1,No journal ref found,none,cs.LG,Summary3083,1011.3090v2,2010-11-13T02:40:14Z,Regularization Strategies and Empirical Bayesian Learning for MKL,"Ryota Tomioka, Taiji Suzuki",http://arxiv.org/pdf/1011.3090v2,No journal ref found,none,stat.ML,Summary3084,1011.5270v2,2010-11-24T01:51:00Z,Classifying Clustering Schemes,"Gunnar Carlsson, Facundo Memoli",http://arxiv.org/pdf/1011.5270v2,No journal ref found,none,stat.ML,Summary3085,1011.5395v1,2010-11-24T15:18:42Z,The Sample Complexity of Dictionary Learning,"Daniel Vainsencher, Shie Mannor, Alfred M. Bruckstein",http://arxiv.org/pdf/1011.5395v1,No journal ref found,none,stat.ML,Summary3086,1011.6086v1,2010-11-28T20:54:58Z,"In All Likelihood, Deep Belief Is Not Enough","Lucas Theis, Sebastian Gerwinn, Fabian Sinz, Matthias Bethge",http://arxiv.org/pdf/1011.6086v1,"Journal of Machine Learning Research 12, 3071-3096, 2011",none,stat.ML,Summary3087,1012.0975v2,2010-12-05T07:27:42Z,Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration,"Gui-Bo Ye, Jian-Feng Cai, Xiaohui Xie",http://arxiv.org/pdf/1012.0975v2,No journal ref found,none,stat.ML,Summary3088,1012.1501v2,2010-12-07T13:34:44Z,Shaping Level Sets with Submodular Functions,Francis Bach,http://arxiv.org/pdf/1012.1501v2,No journal ref found,none,cs.LG,Summary3089,1102.3923v2,2011-02-18T21:26:16Z,Concentration-Based Guarantees for Low-Rank Matrix Reconstruction,"Rina Foygel, Nathan Srebro",http://arxiv.org/pdf/1102.3923v2,No journal ref found,none,cs.LG,Summary3090,1102.3949v2,2011-02-19T01:41:35Z,Sparse Signal Recovery with Temporally Correlated Source Vectors Using Sparse Bayesian Learning,"Zhilin Zhang, Bhaskar D. Rao",http://arxiv.org/pdf/1102.3949v2,"IEEE Journal of Selected Topics in Signal Processing, vol.5, no. 5, pp. 912-926, 2011",none,stat.ML,Summary3091,1103.0102v2,2011-03-01T08:15:28Z,Multi-label Learning via Structured Decomposition and Group Sparsity,"Tianyi Zhou, Dacheng Tao",http://arxiv.org/pdf/1103.0102v2,No journal ref found,none,cs.LG,Summary3092,1103.0942v2,2011-03-04T16:38:55Z,Generalization error bounds for stationary autoregressive models,"Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish",http://arxiv.org/pdf/1103.0942v2,No journal ref found,none,stat.ML,Summary3093,1103.3095v1,2011-03-16T04:54:58Z,A note on active learning for smooth problems,Satyaki Mahalanabis,http://arxiv.org/pdf/1103.3095v1,No journal ref found,none,cs.LG,Summary3094,1103.4480v1,2011-03-23T10:20:14Z,Clustered regression with unknown clusters,"Kishor Barman, Onkar Dabeer",http://arxiv.org/pdf/1103.4480v1,No journal ref found,none,cs.LG,Summary3095,1103.4896v1,2011-03-25T02:33:27Z,Classification of Sets using Restricted Boltzmann Machines,"Jérôme Louradour, Hugo Larochelle",http://arxiv.org/pdf/1103.4896v1,No journal ref found,none,cs.LG,Summary3096,1105.0382v1,2011-05-02T17:10:49Z,Rapid Learning with Stochastic Focus of Attention,"Raphael Pelossof, Zhiliang Ying",http://arxiv.org/pdf/1105.0382v1,No journal ref found,none,cs.LG,Summary3097,1105.0540v2,2011-05-03T10:34:25Z,Pruning nearest neighbor cluster trees,"Samory Kpotufe, Ulrike von Luxburg",http://arxiv.org/pdf/1105.0540v2,No journal ref found,none,stat.ML,Summary3098,1105.2054v2,2011-05-10T21:02:58Z,Generalized Boosting Algorithms for Convex Optimization,"Alexander Grubb, J. Andrew Bagnell",http://arxiv.org/pdf/1105.2054v2,No journal ref found,none,cs.LG,Summary3099,1105.2416v2,2011-05-12T10:40:19Z,PAC-Bayesian Analysis of Martingales and Multiarmed Bandits,"Yevgeny Seldin, François Laviolette, John Shawe-Taylor, Jan Peters, Peter Auer",http://arxiv.org/pdf/1105.2416v2,No journal ref found,none,cs.LG,Summary3100,1105.4585v1,2011-05-23T19:10:03Z,PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off,"Yevgeny Seldin, Nicolò Cesa-Bianchi, François Laviolette, Peter Auer, John Shawe-Taylor, Jan Peters",http://arxiv.org/pdf/1105.4585v1,No journal ref found,none,cs.LG,Summary3101,1106.0730v1,2011-06-03T19:09:31Z,Risk bounds for time series without strong mixing,"Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish",http://arxiv.org/pdf/1106.0730v1,No journal ref found,none,stat.ML,Summary3102,1106.0800v3,2011-06-04T08:14:59Z,Optimal Reinforcement Learning for Gaussian Systems,Philipp Hennig,http://arxiv.org/pdf/1106.0800v3,No journal ref found,none,stat.ML,Summary3103,1106.0967v1,2011-06-06T06:38:20Z,Hashing Algorithms for Large-Scale Learning,"Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian Konig",http://arxiv.org/pdf/1106.0967v1,No journal ref found,none,stat.ML,Summary3104,1106.1216v2,2011-06-06T23:55:00Z,Using More Data to Speed-up Training Time,"Shai Shalev-Shwartz, Ohad Shamir, Eran Tromer",http://arxiv.org/pdf/1106.1216v2,No journal ref found,none,cs.LG,Summary3105,1106.1622v1,2011-06-08T19:07:09Z,Large-Scale Convex Minimization with a Low-Rank Constraint,"Shai Shalev-Shwartz, Alon Gonen, Ohad Shamir",http://arxiv.org/pdf/1106.1622v1,No journal ref found,none,cs.LG,Summary3106,1106.2429v4,2011-06-13T12:30:05Z,Efficient Transductive Online Learning via Randomized Rounding,"Nicolò Cesa-Bianchi, Ohad Shamir",http://arxiv.org/pdf/1106.2429v4,No journal ref found,none,cs.LG,Summary3107,1106.2436v3,2011-06-13T13:11:33Z,From Bandits to Experts: On the Value of Side-Observations,"Shie Mannor, Ohad Shamir",http://arxiv.org/pdf/1106.2436v3,No journal ref found,none,cs.LG,Summary3108,1106.3651v2,2011-06-18T14:39:58Z,Robust Bayesian reinforcement learning through tight lower bounds,Christos Dimitrakakis,http://arxiv.org/pdf/1106.3651v2,No journal ref found,none,cs.LG,Summary3109,1106.4251v1,2011-06-21T16:16:24Z,Learning with the Weighted Trace-norm under Arbitrary Sampling Distributions,"Rina Foygel, Ruslan Salakhutdinov, Ohad Shamir, Nathan Srebro",http://arxiv.org/pdf/1106.4251v1,No journal ref found,none,cs.LG,Summary3110,1106.4355v3,2011-06-22T00:45:59Z,Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals,"Nikhil Rao, Benjamin Recht, Robert Nowak",http://arxiv.org/pdf/1106.4355v3,No journal ref found,none,stat.ML,Summary3111,1106.5236v1,2011-06-26T17:03:44Z,A General Framework for Structured Sparsity via Proximal Optimization,"Andreas Argyriou, Luca Baldassarre, Jean Morales, Massimiliano Pontil",http://arxiv.org/pdf/1106.5236v1,No journal ref found,none,cs.LG,Summary3112,1107.1283v2,2011-07-07T02:33:31Z,Spectral Methods for Learning Multivariate Latent Tree Structure,"Animashree Anandkumar, Kamalika Chaudhuri, Daniel Hsu, Sham M. Kakade, Le Song, Tong Zhang",http://arxiv.org/pdf/1107.1283v2,No journal ref found,none,cs.LG,Summary3113,1107.2021v3,2011-07-11T13:30:58Z,Multi-Instance Learning with Any Hypothesis Class,"Sivan Sabato, Naftali Tishby",http://arxiv.org/pdf/1107.2021v3,"Journal of Machine Learning Research 13(Oct):1999-3039, 2012",none,cs.LG,Summary3114,1107.2462v2,2011-07-13T04:28:32Z,Statistical Topic Models for Multi-Label Document Classification,"Timothy N. Rubin, America Chambers, Padhraic Smyth, Mark Steyvers",http://arxiv.org/pdf/1107.2462v2,No journal ref found,none,stat.ML,Summary3115,1107.3600v2,2011-07-19T00:48:41Z,Unsupervised K-Nearest Neighbor Regression,Oliver Kramer,http://arxiv.org/pdf/1107.3600v2,No journal ref found,none,stat.ML,Summary3116,1108.2820v2,2011-08-13T20:47:30Z,Ensemble Risk Modeling Method for Robust Learning on Scarce Data,Marina Sapir,http://arxiv.org/pdf/1108.2820v2,No journal ref found,none,cs.LG,Summary3117,1108.3154v2,2011-08-16T05:11:54Z,Stability Conditions for Online Learnability,"Stephane Ross, J. Andrew Bagnell",http://arxiv.org/pdf/1108.3154v2,No journal ref found,none,cs.LG,Summary3118,1108.3476v2,2011-08-17T13:36:11Z,Structured Sparsity and Generalization,"Andreas Maurer, Massimiliano Pontil",http://arxiv.org/pdf/1108.3476v2,"Journal of Machine Learning Research, 13:671-690, 2012",none,cs.LG,Summary3119,1110.0413v1,2011-10-03T16:49:45Z,Group Lasso with Overlaps: the Latent Group Lasso approach,"Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert",http://arxiv.org/pdf/1110.0413v1,No journal ref found,none,stat.ML,Summary3120,1110.3076v1,2011-10-13T21:48:04Z,Efficient Latent Variable Graphical Model Selection via Split Bregman Method,"Gui-Bo Ye, Yuanfeng Wang, Yifei Chen, Xiaohui Xie",http://arxiv.org/pdf/1110.3076v1,No journal ref found,none,stat.ML,Summary3121,1110.4198v3,2011-10-19T07:34:19Z,A Reliable Effective Terascale Linear Learning System,"Alekh Agarwal, Olivier Chapelle, Miroslav Dudik, John Langford",http://arxiv.org/pdf/1110.4198v3,No journal ref found,none,cs.LG,Summary3122,1110.4322v3,2011-10-19T15:57:27Z,An Optimal Algorithm for Linear Bandits,"Nicolò Cesa-Bianchi, Sham Kakade",http://arxiv.org/pdf/1110.4322v3,No journal ref found,none,cs.LG,Summary3123,1110.4713v1,2011-10-21T07:29:36Z,Kernel Topic Models,"Philipp Hennig, David Stern, Ralf Herbrich, Thore Graepel",http://arxiv.org/pdf/1110.4713v1,No journal ref found,none,cs.LG,Summary3124,1112.1556v3,2011-12-07T13:34:25Z,Active Learning of Halfspaces under a Margin Assumption,"Alon Gonen, Sivan Sabato, Shai Shalev-Shwartz",http://arxiv.org/pdf/1112.1556v3,No journal ref found,none,cs.LG,Summary3125,1112.2738v1,2011-12-12T22:33:55Z,Robust Learning via Cause-Effect Models,"Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Kun Zhang",http://arxiv.org/pdf/1112.2738v1,"A version of this paper has been published as ""On Causal and Anticausal Learning"" in Proceedings of the 29th International Conference on Machine Learning (ICML 2012)",none,stat.ML,Summary3126,1112.4394v1,2011-12-19T16:22:09Z,Additive Gaussian Processes,"David Duvenaud, Hannes Nickisch, Carl Edward Rasmussen",http://arxiv.org/pdf/1112.4394v1,No journal ref found,none,stat.ML,Summary3127,1112.4607v1,2011-12-20T08:52:56Z,Alignment Based Kernel Learning with a Continuous Set of Base Kernels,"Arash Afkanpour, Csaba Szepesvari, Michael Bowling",http://arxiv.org/pdf/1112.4607v1,No journal ref found,none,cs.LG,Summary3128,1112.5404v1,2011-12-22T18:08:27Z,Similarity-based Learning via Data Driven Embeddings,"Purushottam Kar, Prateek Jain",http://arxiv.org/pdf/1112.5404v1,No journal ref found,none,cs.LG,Summary3129,1112.5627v1,2011-12-23T18:12:33Z,Minimax Rates for Homology Inference,"Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1112.5627v1,No journal ref found,none,stat.ML,Summary3130,1112.5745v1,2011-12-24T17:53:19Z,Bayesian Active Learning for Classification and Preference Learning,"Neil Houlsby, Ferenc Huszár, Zoubin Ghahramani, Máté Lengyel",http://arxiv.org/pdf/1112.5745v1,No journal ref found,none,stat.ML,Summary3131,1201.0610v1,2012-01-03T11:29:17Z,Random Forests for Metric Learning with Implicit Pairwise Position Dependence,"Caiming Xiong, David Johnson, Ran Xu, Jason J. Corso",http://arxiv.org/pdf/1201.0610v1,No journal ref found,none,stat.ML,Summary3132,1201.0959v1,2012-01-04T18:39:37Z,Constrained variable clustering and the best basis problem in functional data analysis,"Fabrice Rossi, Yves Lechevallier",http://arxiv.org/pdf/1201.0959v1,Classification and Multivariate Analysis for Complex Data Structures 435-444 (2011),none,stat.ML,Summary3133,1201.0963v1,2012-01-04T18:45:23Z,Clustering Dynamic Web Usage Data,"Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi, Francisco De A. T. De Carvahlo",http://arxiv.org/pdf/1201.0963v1,Innovative Applications in Data Mining (2009) 71-82,none,stat.ML,Summary3134,1201.1450v1,2012-01-06T16:45:57Z,The Interaction of Entropy-Based Discretization and Sample Size: An Empirical Study,Casey Bennett,http://arxiv.org/pdf/1201.1450v1,No journal ref found,none,stat.ML,Summary3135,1201.2555v2,2012-01-12T13:08:27Z,Sparse Reward Processes,Christos Dimitrakakis,http://arxiv.org/pdf/1201.2555v2,No journal ref found,none,cs.LG,Summary3136,1201.3382v2,2012-01-16T22:00:07Z,Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery,"Ian J. Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1201.3382v2,No journal ref found,none,stat.ML,Summary3137,1201.4714v1,2012-01-23T13:48:33Z,A metric learning perspective of SVM: on the relation of SVM and LMNN,"Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica",http://arxiv.org/pdf/1201.4714v1,No journal ref found,none,cs.LG,Summary3138,1201.5338v2,2012-01-25T18:36:11Z,On Constrained Spectral Clustering and Its Applications,"Xiang Wang, Buyue Qian, Ian Davidson",http://arxiv.org/pdf/1201.5338v2,No journal ref found,none,cs.LG,Summary3139,1202.0302v2,2012-02-01T21:36:40Z,Kernels on Sample Sets via Nonparametric Divergence Estimates,"Dougal J. Sutherland, Liang Xiong, Barnabás Póczos, Jeff Schneider",http://arxiv.org/pdf/1202.0302v2,No journal ref found,none,cs.LG,Summary3140,1202.0855v1,2012-02-04T01:41:36Z,A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning,"Buyue Qian, Xiang Wang, Ian Davidson",http://arxiv.org/pdf/1202.0855v1,No journal ref found,none,cs.LG,Summary3141,1202.1119v2,2012-02-06T12:39:37Z,Cramer Rao-Type Bounds for Sparse Bayesian Learning,"Ranjitha Prasad, Chandra R. Murthy",http://arxiv.org/pdf/1202.1119v2,No journal ref found,none,cs.LG,Summary3142,1202.1121v2,2012-02-06T12:43:12Z,rFerns: An Implementation of the Random Ferns Method for General-Purpose Machine Learning,Miron B. Kursa,http://arxiv.org/pdf/1202.1121v2,"Journal of Statistical Software, 61(10), 1-13",none,cs.LG,Summary3143,1202.1523v1,2012-02-07T14:54:59Z,Information Forests,"Zhao Yi, Stefano Soatto, Maneesh Dewan, Yiqiang Zhan",http://arxiv.org/pdf/1202.1523v1,No journal ref found,none,cs.LG,Summary3144,1202.3079v1,2012-02-14T16:12:09Z,Towards minimax policies for online linear optimization with bandit feedback,"Sébastien Bubeck, Nicolò Cesa-Bianchi, Sham M. Kakade",http://arxiv.org/pdf/1202.3079v1,No journal ref found,none,cs.LG,Summary3145,1202.3323v2,2012-02-15T14:39:42Z,Mirror Descent Meets Fixed Share (and feels no regret),"Nicolò Cesa-Bianchi, Pierre Gaillard, Gabor Lugosi, Gilles Stoltz",http://arxiv.org/pdf/1202.3323v2,"NIPS 2012, Lake Tahoe : United States (2012)",none,cs.LG,Summary3146,1202.3702v1,2012-02-14T16:41:17Z,Semi-supervised Learning with Density Based Distances,"Avleen S. Bijral, Nathan Ratliff, Nathan Srebro",http://arxiv.org/pdf/1202.3702v1,No journal ref found,none,cs.LG,Summary3147,1202.3704v1,2012-02-14T16:41:17Z,Near-Optimal Target Learning With Stochastic Binary Signals,"Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail",http://arxiv.org/pdf/1202.3704v1,No journal ref found,none,cs.LG,Summary3148,1202.3708v1,2012-02-14T16:41:17Z,Smoothing Proximal Gradient Method for General Structured Sparse Learning,"Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing",http://arxiv.org/pdf/1202.3708v1,No journal ref found,none,cs.LG,Summary3149,1202.3712v1,2012-02-14T16:41:17Z,Ensembles of Kernel Predictors,"Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/1202.3712v1,No journal ref found,none,cs.LG,Summary3150,1202.3714v1,2012-02-14T16:41:17Z,Active Learning for Developing Personalized Treatment,"Kun Deng, Joelle Pineau, Susan A. Murphy",http://arxiv.org/pdf/1202.3714v1,No journal ref found,none,cs.LG,Summary3151,1202.3716v1,2012-02-14T16:41:17Z,Boosting as a Product of Experts,"Narayanan U. Edakunni, Gary Brown, Tim Kovacs",http://arxiv.org/pdf/1202.3716v1,No journal ref found,none,cs.LG,Summary3152,1202.3717v1,2012-02-14T16:41:17Z,PAC-Bayesian Policy Evaluation for Reinforcement Learning,"Mahdi MIlani Fard, Joelle Pineau, Csaba Szepesvari",http://arxiv.org/pdf/1202.3717v1,No journal ref found,none,cs.LG,Summary3153,1202.3725v1,2012-02-14T16:41:17Z,Generalized Fisher Score for Feature Selection,"Quanquan Gu, Zhenhui Li, Jiawei Han",http://arxiv.org/pdf/1202.3725v1,No journal ref found,none,cs.LG,Summary3154,1202.3726v1,2012-02-14T16:41:17Z,Active Semi-Supervised Learning using Submodular Functions,"Andrew Guillory, Jeff A. Bilmes",http://arxiv.org/pdf/1202.3726v1,No journal ref found,none,cs.LG,Summary3155,1202.3727v1,2012-02-14T16:41:17Z,Bregman divergence as general framework to estimate unnormalized statistical models,"Michael Gutmann, Jun-ichiro Hirayama",http://arxiv.org/pdf/1202.3727v1,No journal ref found,none,cs.LG,Summary3156,1202.3730v1,2012-02-14T16:41:17Z,Sequential Inference for Latent Force Models,"Jouni Hartikainen, Simo Sarkka",http://arxiv.org/pdf/1202.3730v1,No journal ref found,none,cs.LG,Summary3157,1202.3731v1,2012-02-14T16:41:17Z,What Cannot be Learned with Bethe Approximations,"Uri Heinemann, Amir Globerson",http://arxiv.org/pdf/1202.3731v1,No journal ref found,none,cs.LG,Summary3158,1202.3733v1,2012-02-14T16:41:17Z,Lipschitz Parametrization of Probabilistic Graphical Models,Jean Honorio,http://arxiv.org/pdf/1202.3733v1,No journal ref found,none,cs.LG,Summary3159,1202.3735v1,2012-02-14T16:41:17Z,Noisy-OR Models with Latent Confounding,"Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer",http://arxiv.org/pdf/1202.3735v1,No journal ref found,none,cs.LG,Summary3160,1202.3736v1,2012-02-14T16:41:17Z,Discovering causal structures in binary exclusive-or skew acyclic models,"Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara",http://arxiv.org/pdf/1202.3736v1,No journal ref found,none,cs.LG,Summary3161,1202.3737v1,2012-02-14T16:41:17Z,Detecting low-complexity unobserved causes,"Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schoelkopf",http://arxiv.org/pdf/1202.3737v1,No journal ref found,none,cs.LG,Summary3162,1202.3746v1,2012-02-14T16:41:17Z,Asymptotic Efficiency of Deterministic Estimators for Discrete Energy-Based Models: Ratio Matching and Pseudolikelihood,"Benjamin Marlin, Nando de Freitas",http://arxiv.org/pdf/1202.3746v1,No journal ref found,none,cs.LG,Summary3163,1202.3747v1,2012-02-14T16:41:17Z,Reconstructing Pompeian Households,David Mimno,http://arxiv.org/pdf/1202.3747v1,No journal ref found,none,cs.LG,Summary3164,1202.3748v1,2012-02-14T16:41:17Z,Conditional Restricted Boltzmann Machines for Structured Output Prediction,"Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton",http://arxiv.org/pdf/1202.3748v1,No journal ref found,none,cs.LG,Summary3165,1202.3750v1,2012-02-14T16:41:17Z,Fractional Moments on Bandit Problems,"Ananda Narayanan B, Balaraman Ravindran",http://arxiv.org/pdf/1202.3750v1,No journal ref found,none,cs.LG,Summary3166,1202.3753v1,2012-02-14T16:41:17Z,Partial Order MCMC for Structure Discovery in Bayesian Networks,"Teppo Niinimaki, Pekka Parviainen, Mikko Koivisto",http://arxiv.org/pdf/1202.3753v1,No journal ref found,none,cs.LG,Summary3167,1202.3757v1,2012-02-14T16:41:17Z,Identifiability of Causal Graphs using Functional Models,"Jonas Peters, Joris Mooij, Dominik Janzing, Bernhard Schoelkopf",http://arxiv.org/pdf/1202.3757v1,No journal ref found,none,cs.LG,Summary3168,1202.3758v1,2012-02-14T16:41:17Z,Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions,"Barnabas Poczos, Liang Xiong, Jeff Schneider",http://arxiv.org/pdf/1202.3758v1,No journal ref found,none,cs.LG,Summary3169,1202.3761v1,2012-02-14T16:41:17Z,New Probabilistic Bounds on Eigenvalues and Eigenvectors of Random Kernel Matrices,"Nima Reyhani, Hideitsu Hino, Ricardo Vigario",http://arxiv.org/pdf/1202.3761v1,No journal ref found,none,cs.LG,Summary3170,1202.3763v1,2012-02-14T16:41:17Z,An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models,"Ilya Shpitser, Thomas S. Richardson, James M. Robins",http://arxiv.org/pdf/1202.3763v1,No journal ref found,none,cs.LG,Summary3171,1202.3766v1,2012-02-14T16:41:17Z,Robust learning Bayesian networks for prior belief,Maomi Ueno,http://arxiv.org/pdf/1202.3766v1,No journal ref found,none,cs.LG,Summary3172,1202.3769v1,2012-02-14T16:41:17Z,Sparse matrix-variate Gaussian process blockmodels for network modeling,"Feng Yan, Zenglin Xu, Yuan, Qi",http://arxiv.org/pdf/1202.3769v1,No journal ref found,none,cs.LG,Summary3173,1202.3770v1,2012-02-14T16:41:17Z,Hierarchical Maximum Margin Learning for Multi-Class Classification,"Jian-Bo Yang, Ivor W. Tsang",http://arxiv.org/pdf/1202.3770v1,No journal ref found,none,cs.LG,Summary3174,1202.3771v1,2012-02-14T16:41:17Z,Tightening MRF Relaxations with Planar Subproblems,"Julian Yarkony, Ragib Morshed, Alexander T. Ihler, Charless C. Fowlkes",http://arxiv.org/pdf/1202.3771v1,No journal ref found,none,cs.LG,Summary3175,1202.3774v1,2012-02-14T16:41:17Z,Risk Bounds for Infinitely Divisible Distribution,"Chao Zhang, Dacheng Tao",http://arxiv.org/pdf/1202.3774v1,No journal ref found,none,stat.ML,Summary3176,1202.3775v1,2012-02-14T16:41:17Z,Kernel-based Conditional Independence Test and Application in Causal Discovery,"Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schoelkopf",http://arxiv.org/pdf/1202.3775v1,No journal ref found,none,cs.LG,Summary3177,1202.3776v1,2012-02-14T16:41:17Z,Smoothing Multivariate Performance Measures,"Xinhua Zhang, Ankan Saha, S. V. N. Vishwanatan",http://arxiv.org/pdf/1202.3776v1,No journal ref found,none,cs.LG,Summary3178,1202.3778v1,2012-02-14T16:41:17Z,Sparse Topical Coding,"Jun Zhu, Eric P. Xing",http://arxiv.org/pdf/1202.3778v1,No journal ref found,none,cs.LG,Summary3179,1202.3779v1,2012-02-14T16:41:17Z,Testing whether linear equations are causal: A free probability theory approach,"Jakob Zscheischler, Dominik Janzing, Kun Zhang",http://arxiv.org/pdf/1202.3779v1,No journal ref found,none,cs.LG,Summary3180,1202.4050v2,2012-02-18T02:28:49Z,On the Sample Complexity of Predictive Sparse Coding,"Nishant A. Mehta, Alexander G. Gray",http://arxiv.org/pdf/1202.4050v2,No journal ref found,none,cs.LG,Summary3181,1202.5514v2,2012-02-24T17:55:33Z,Classification approach based on association rules mining for unbalanced data,"Cheikh Ndour, Aliou Diop, Simplice Dossou-Gbété",http://arxiv.org/pdf/1202.5514v2,No journal ref found,none,stat.ML,Summary3182,1202.5598v4,2012-02-25T02:10:20Z,Clustering using Max-norm Constrained Optimization,"Ali Jalali, Nathan Srebro",http://arxiv.org/pdf/1202.5598v4,No journal ref found,none,cs.LG,Summary3183,1202.5695v2,2012-02-25T20:23:37Z,Training Restricted Boltzmann Machines on Word Observations,"George E. Dahl, Ryan P. Adams, Hugo Larochelle",http://arxiv.org/pdf/1202.5695v2,No journal ref found,none,cs.LG,Summary3184,1202.6001v2,2012-02-27T17:17:16Z,Efficiently Sampling Multiplicative Attribute Graphs Using a Ball-Dropping Process,"Hyokun Yun, S. V. N. Vishwanathan",http://arxiv.org/pdf/1202.6001v2,No journal ref found,none,stat.ML,Summary3185,1202.6078v1,2012-02-27T21:33:32Z,Protocols for Learning Classifiers on Distributed Data,"Hal Daume III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian",http://arxiv.org/pdf/1202.6078v1,No journal ref found,none,stat.ML,Summary3186,1202.6228v6,2012-02-28T14:13:01Z,PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification,"Emilie Morvant, Sokol Koço, Liva Ralaivola",http://arxiv.org/pdf/1202.6228v6,No journal ref found,none,stat.ML,Summary3187,1202.6504v2,2012-02-29T10:09:26Z,Learning from Distributions via Support Measure Machines,"Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo, Bernhard Schölkopf",http://arxiv.org/pdf/1202.6504v2,No journal ref found,none,stat.ML,Summary3188,1205.0288v2,2012-05-01T23:42:57Z,A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning,"Arash Afkanpour, András György, Csaba Szepesvári, Michael Bowling",http://arxiv.org/pdf/1205.0288v2,No journal ref found,none,cs.LG,Summary3189,1205.1053v1,2012-05-04T03:14:18Z,Variable Selection for Latent Dirichlet Allocation,"Dongwoo Kim, Yeonseung Chung, Alice Oh",http://arxiv.org/pdf/1205.1053v1,No journal ref found,none,cs.LG,Summary3190,1205.1240v1,2012-05-06T19:54:33Z,Convex Relaxation for Combinatorial Penalties,"Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1205.1240v1,No journal ref found,none,stat.ML,Summary3191,1205.1496v2,2012-05-07T19:55:31Z,Graph-based Learning with Unbalanced Clusters,"Jing Qian, Venkatesh Saligrama, Manqi Zhao",http://arxiv.org/pdf/1205.1496v2,No journal ref found,none,stat.ML,Summary3192,1205.1782v2,2012-05-08T19:22:43Z,Approximate Dynamic Programming By Minimizing Distributionally Robust Bounds,Marek Petrik,http://arxiv.org/pdf/1205.1782v2,No journal ref found,none,stat.ML,Summary3193,1205.1828v1,2012-05-08T21:12:03Z,"The Natural Gradient by Analogy to Signal Whitening, and Recipes and Tricks for its Use",Jascha Sohl-Dickstein,http://arxiv.org/pdf/1205.1828v1,No journal ref found,none,cs.LG,Summary3194,1205.2171v2,2012-05-10T07:01:00Z,A Generalized Kernel Approach to Structured Output Learning,"Hachem Kadri, Mohammad Ghavamzadeh, Philippe Preux",http://arxiv.org/pdf/1205.2171v2,No journal ref found,none,stat.ML,Summary3195,1205.2599v1,2012-05-09T18:49:04Z,On the Identifiability of the Post-Nonlinear Causal Model,"Kun Zhang, Aapo Hyvarinen",http://arxiv.org/pdf/1205.2599v1,No journal ref found,none,stat.ML,Summary3196,1205.2604v1,2012-05-09T18:43:56Z,The Infinite Latent Events Model,"David Wingate, Noah Goodman, Daniel Roy, Joshua Tenenbaum",http://arxiv.org/pdf/1205.2604v1,No journal ref found,none,stat.ML,Summary3197,1205.2605v1,2012-05-09T18:42:06Z,Herding Dynamic Weights for Partially Observed Random Field Models,Max Welling,http://arxiv.org/pdf/1205.2605v1,No journal ref found,none,cs.LG,Summary3198,1205.2608v1,2012-05-09T18:38:39Z,Temporal-Difference Networks for Dynamical Systems with Continuous Observations and Actions,Christopher M. Vigorito,http://arxiv.org/pdf/1205.2608v1,No journal ref found,none,cs.LG,Summary3199,1205.2609v1,2012-05-09T18:37:50Z,Which Spatial Partition Trees are Adaptive to Intrinsic Dimension?,"Nakul Verma, Samory Kpotufe, Sanjoy Dasgupta",http://arxiv.org/pdf/1205.2609v1,No journal ref found,none,stat.ML,Summary3200,1205.2612v1,2012-05-09T18:33:52Z,Computing Posterior Probabilities of Structural Features in Bayesian Networks,"Jin Tian, Ru He",http://arxiv.org/pdf/1205.2612v1,No journal ref found,none,cs.LG,Summary3201,1205.2614v1,2012-05-09T18:30:23Z,Products of Hidden Markov Models: It Takes N>1 to Tango,"Graham W Taylor, Geoffrey E. Hinton",http://arxiv.org/pdf/1205.2614v1,No journal ref found,none,cs.LG,Summary3202,1205.2623v1,2012-05-09T17:24:52Z,Virtual Vector Machine for Bayesian Online Classification,"Thomas P. Minka, Rongjing Xiang, Yuan, Qi",http://arxiv.org/pdf/1205.2623v1,No journal ref found,none,cs.LG,Summary3203,1205.2626v1,2012-05-09T17:19:05Z,Group Sparse Priors for Covariance Estimation,"Benjamin Marlin, Mark Schmidt, Kevin Murphy",http://arxiv.org/pdf/1205.2626v1,No journal ref found,none,stat.ML,Summary3204,1205.2627v1,2012-05-09T17:17:33Z,Domain Knowledge Uncertainty and Probabilistic Parameter Constraints,"Yi Mao, Guy Lebanon",http://arxiv.org/pdf/1205.2627v1,No journal ref found,none,cs.LG,Summary3205,1205.2628v1,2012-05-09T17:15:45Z,Multiple Source Adaptation and the Renyi Divergence,"Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/1205.2628v1,No journal ref found,none,cs.LG,Summary3206,1205.2629v1,2012-05-09T17:14:10Z,Interpretation and Generalization of Score Matching,Siwei Lyu,http://arxiv.org/pdf/1205.2629v1,No journal ref found,none,cs.LG,Summary3207,1205.2640v1,2012-05-09T15:31:59Z,Identifying confounders using additive noise models,"Dominik Janzing, Jonas Peters, Joris Mooij, Bernhard Schoelkopf",http://arxiv.org/pdf/1205.2640v1,No journal ref found,none,stat.ML,Summary3208,1205.2650v1,2012-05-09T15:09:51Z,Correlated Non-Parametric Latent Feature Models,"Finale Doshi-Velez, Zoubin Ghahramani",http://arxiv.org/pdf/1205.2650v1,No journal ref found,none,cs.LG,Summary3209,1205.2653v1,2012-05-09T15:01:22Z,L2 Regularization for Learning Kernels,"Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/1205.2653v1,No journal ref found,none,cs.LG,Summary3210,1205.2658v1,2012-05-09T14:51:42Z,Optimization of Structured Mean Field Objectives,"Alexandre Bouchard-Cote, Michael I. Jordan",http://arxiv.org/pdf/1205.2658v1,No journal ref found,none,stat.ML,Summary3211,1205.2660v1,2012-05-09T14:48:34Z,Alternating Projections for Learning with Expectation Constraints,"Kedar Bellare, Gregory Druck, Andrew McCallum",http://arxiv.org/pdf/1205.2660v1,No journal ref found,none,cs.LG,Summary3212,1205.2662v1,2012-05-09T14:43:32Z,On Smoothing and Inference for Topic Models,"Arthur Asuncion, Max Welling, Padhraic Smyth, Yee Whye Teh",http://arxiv.org/pdf/1205.2662v1,No journal ref found,none,cs.LG,Summary3213,1205.3181v1,2012-05-14T20:10:04Z,Multiple Identifications in Multi-Armed Bandits,"Sébastien Bubeck, Tengyao Wang, Nitin Viswanathan",http://arxiv.org/pdf/1205.3181v1,No journal ref found,none,cs.LG,Summary3214,1205.4217v2,2012-05-18T19:00:51Z,Thompson Sampling: An Asymptotically Optimal Finite Time Analysis,"Emilie Kaufmann, Nathaniel Korda, Rémi Munos",http://arxiv.org/pdf/1205.4217v2,No journal ref found,none,stat.ML,Summary3215,1205.4343v2,2012-05-19T16:09:15Z,New Analysis and Algorithm for Learning with Drifting Distributions,"Mehryar Mohri, Andres Munoz Medina",http://arxiv.org/pdf/1205.4343v2,No journal ref found,none,cs.LG,Summary3216,1205.4656v2,2012-05-21T16:43:02Z,Conditional mean embeddings as regressors - supplementary,"Steffen Grünewälder, Guy Lever, Luca Baldassarre, Sam Patterson, Arthur Gretton, Massimilano Pontil",http://arxiv.org/pdf/1205.4656v2,No journal ref found,none,cs.LG,Summary3217,1205.5075v2,2012-05-23T00:02:01Z,Efficient Sparse Group Feature Selection via Nonconvex Optimization,"Shuo Xiang, Xiaotong Shen, Jieping Ye",http://arxiv.org/pdf/1205.5075v2,No journal ref found,none,cs.LG,Summary3218,1205.5819v2,2012-05-25T20:38:55Z,Measurability Aspects of the Compactness Theorem for Sample Compression Schemes,Damjan Kalajdzievski,http://arxiv.org/pdf/1205.5819v2,No journal ref found,none,stat.ML,Summary3219,1205.6210v2,2012-05-28T20:06:45Z,Learning Dictionaries with Bounded Self-Coherence,"Christian D. Sigg, Tomas Dikk, Joachim M. Buhmann",http://arxiv.org/pdf/1205.6210v2,No journal ref found,none,stat.ML,Summary3220,1206.0333v1,2012-06-02T00:48:27Z,Sparse Trace Norm Regularization,"Jianhui Chen, Jieping Ye",http://arxiv.org/pdf/1206.0333v1,No journal ref found,none,cs.LG,Summary3221,1206.1088v2,2012-06-05T23:20:39Z,Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior,"Yutian Chen, Max Welling",http://arxiv.org/pdf/1206.1088v2,No journal ref found,none,stat.ML,Summary3222,1206.1106v2,2012-06-06T02:06:57Z,No More Pesky Learning Rates,"Tom Schaul, Sixin Zhang, Yann LeCun",http://arxiv.org/pdf/1206.1106v2,No journal ref found,none,stat.ML,Summary3223,1206.1402v1,2012-06-07T05:14:22Z,A New Greedy Algorithm for Multiple Sparse Regression,"Ali Jalali, Sujay Sanghavi",http://arxiv.org/pdf/1206.1402v1,No journal ref found,none,stat.ML,Summary3224,1206.1529v5,2012-06-07T15:33:12Z,Sparse projections onto the simplex,"Anastasios Kyrillidis, Stephen Becker, Volkan Cevher and, Christoph Koch",http://arxiv.org/pdf/1206.1529v5,No journal ref found,none,cs.LG,Summary3225,1206.2248v6,2012-06-11T15:14:59Z,Fast Cross-Validation via Sequential Testing,"Tammo Krueger, Danny Panknin, Mikio Braun",http://arxiv.org/pdf/1206.2248v6,"Journal of Machine Learning Research, 16:1103-1155, 2015",none,cs.LG,Summary3226,1206.2944v2,2012-06-13T21:23:15Z,Practical Bayesian Optimization of Machine Learning Algorithms,"Jasper Snoek, Hugo Larochelle, Ryan P. Adams",http://arxiv.org/pdf/1206.2944v2,No journal ref found,none,stat.ML,Summary3227,1206.3072v1,2012-06-14T11:05:55Z,Statistical Consistency of Finite-dimensional Unregularized Linear Classification,Matus Telgarsky,http://arxiv.org/pdf/1206.3072v1,No journal ref found,none,cs.LG,Summary3228,1206.3137v1,2012-06-14T15:21:24Z,Identifiability and Unmixing of Latent Parse Trees,"Daniel Hsu, Sham M. Kakade, Percy Liang",http://arxiv.org/pdf/1206.3137v1,No journal ref found,none,stat.ML,Summary3229,1206.3231v1,2012-06-13T12:32:13Z,CORL: A Continuous-state Offset-dynamics Reinforcement Learner,"Emma Brunskill, Bethany Leffler, Lihong Li, Michael L. Littman, Nicholas Roy",http://arxiv.org/pdf/1206.3231v1,No journal ref found,none,cs.LG,Summary3230,1206.3238v1,2012-06-13T14:18:22Z,Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression,"Liefeng Bo, Cristian Sminchisescu",http://arxiv.org/pdf/1206.3238v1,No journal ref found,none,cs.LG,Summary3231,1206.3241v1,2012-06-13T15:04:13Z,Approximating the Partition Function by Deleting and then Correcting for Model Edges,"Arthur Choi, Adnan Darwiche",http://arxiv.org/pdf/1206.3241v1,No journal ref found,none,cs.LG,Summary3232,1206.3242v1,2012-06-13T15:04:49Z,Multi-View Learning in the Presence of View Disagreement,"C. Christoudias, Raquel Urtasun, Trevor Darrell",http://arxiv.org/pdf/1206.3242v1,No journal ref found,none,cs.LG,Summary3233,1206.3243v1,2012-06-13T15:05:35Z,Bounds on the Bethe Free Energy for Gaussian Networks,"Botond Cseke, Tom Heskes",http://arxiv.org/pdf/1206.3243v1,No journal ref found,none,cs.LG,Summary3234,1206.3247v1,2012-06-13T15:09:01Z,Learning Convex Inference of Marginals,Justin Domke,http://arxiv.org/pdf/1206.3247v1,No journal ref found,none,cs.LG,Summary3235,1206.3249v1,2012-06-13T15:09:50Z,Projected Subgradient Methods for Learning Sparse Gaussians,"John Duchi, Stephen Gould, Daphne Koller",http://arxiv.org/pdf/1206.3249v1,No journal ref found,none,cs.LG,Summary3236,1206.3252v1,2012-06-13T15:11:36Z,Convex Point Estimation using Undirected Bayesian Transfer Hierarchies,"Gal Elidan, Ben Packer, Geremy Heitz, Daphne Koller",http://arxiv.org/pdf/1206.3252v1,No journal ref found,none,cs.LG,Summary3237,1206.3256v1,2012-06-13T15:31:21Z,Multi-View Learning over Structured and Non-Identical Outputs,"Kuzman Ganchev, Joao Graca, John Blitzer, Ben Taskar",http://arxiv.org/pdf/1206.3256v1,No journal ref found,none,cs.LG,Summary3238,1206.3257v1,2012-06-13T15:31:57Z,Constrained Approximate Maximum Entropy Learning of Markov Random Fields,"Varun Ganapathi, David Vickrey, John Duchi, Daphne Koller",http://arxiv.org/pdf/1206.3257v1,No journal ref found,none,cs.LG,Summary3239,1206.3259v1,2012-06-13T15:33:06Z,Cumulative distribution networks and the derivative-sum-product algorithm,"Jim Huang, Brendan J. Frey",http://arxiv.org/pdf/1206.3259v1,No journal ref found,none,cs.LG,Summary3240,1206.3262v1,2012-06-13T15:34:21Z,Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies,"Tamir Hazan, Amnon Shashua",http://arxiv.org/pdf/1206.3262v1,No journal ref found,none,cs.LG,Summary3241,1206.3269v1,2012-06-13T15:37:30Z,Bayesian Out-Trees,Tony S. Jebara,http://arxiv.org/pdf/1206.3269v1,No journal ref found,none,cs.LG,Summary3242,1206.3270v1,2012-06-13T15:38:07Z,Estimation and Clustering with Infinite Rankings,"Marina Meila, Le Bao",http://arxiv.org/pdf/1206.3270v1,No journal ref found,none,cs.LG,Summary3243,1206.3274v1,2012-06-13T15:39:51Z,Small Sample Inference for Generalization Error in Classification Using the CUD Bound,"Eric B. Laber, Susan A. Murphy",http://arxiv.org/pdf/1206.3274v1,No journal ref found,none,cs.LG,Summary3244,1206.3279v1,2012-06-13T15:42:35Z,The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features,"Kurt T. Miller, Thomas Griffiths, Michael I. Jordan",http://arxiv.org/pdf/1206.3279v1,No journal ref found,none,cs.LG,Summary3245,1206.3290v1,2012-06-13T15:47:16Z,Modelling local and global phenomena with sparse Gaussian processes,"Jarno Vanhatalo, Aki Vehtari",http://arxiv.org/pdf/1206.3290v1,No journal ref found,none,cs.LG,Summary3246,1206.3294v1,2012-06-13T15:52:35Z,Flexible Priors for Exemplar-based Clustering,"Daniel Tarlow, Richard S. Zemel, Brendan J. Frey",http://arxiv.org/pdf/1206.3294v1,No journal ref found,none,cs.LG,Summary3247,1206.3297v1,2012-06-13T15:56:12Z,Hybrid Variational/Gibbs Collapsed Inference in Topic Models,"Max Welling, Yee Whye Teh, Hilbert Kappen",http://arxiv.org/pdf/1206.3297v1,No journal ref found,none,cs.LG,Summary3248,1206.3721v1,2012-06-17T04:40:09Z,Constraint-free Graphical Model with Fast Learning Algorithm,"Kazuya Takabatake, Shotaro Akaho",http://arxiv.org/pdf/1206.3721v1,No journal ref found,none,cs.LG,Summary3249,1206.3881v1,2012-06-18T10:33:29Z,DANCo: Dimensionality from Angle and Norm Concentration,"Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli",http://arxiv.org/pdf/1206.3881v1,No journal ref found,none,cs.LG,Summary3250,1206.4560v1,2012-06-18T15:11:22Z,Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models,"Alfredo Kalaitzis, Neil Lawrence",http://arxiv.org/pdf/1206.4560v1,No journal ref found,none,cs.LG,Summary3251,1206.4599v1,2012-06-18T14:39:39Z,A Unified Robust Classification Model,"Akiko Takeda, Hiroyuki Mitsugi, Takafumi Kanamori",http://arxiv.org/pdf/1206.4599v1,No journal ref found,none,cs.LG,Summary3252,1206.4600v1,2012-06-18T14:40:38Z,Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes,"Murat Dundar, Ferit Akova, Alan Qi, Bartek Rajwa",http://arxiv.org/pdf/1206.4600v1,No journal ref found,none,cs.LG,Summary3253,1206.4601v1,2012-06-18T14:40:55Z,Convex Multitask Learning with Flexible Task Clusters,"Wenliang Zhong, James Kwok",http://arxiv.org/pdf/1206.4601v1,No journal ref found,none,cs.LG,Summary3254,1206.4607v1,2012-06-18T14:44:09Z,Distributed Tree Kernels,"Fabio Massimo Zanzotto, Lorenzo DellArciprete",http://arxiv.org/pdf/1206.4607v1,No journal ref found,none,cs.LG,Summary3255,1206.4611v1,2012-06-18T15:00:07Z,A Convex Feature Learning Formulation for Latent Task Structure Discovery,"Pratik Jawanpuria, J. Saketha Nath",http://arxiv.org/pdf/1206.4611v1,No journal ref found,none,cs.LG,Summary3256,1206.4614v1,2012-06-18T15:01:43Z,Information-theoretic Semi-supervised Metric Learning via Entropy Regularization,"Gang Niu, Bo Dai, Makoto Yamada, Masashi Sugiyama",http://arxiv.org/pdf/1206.4614v1,No journal ref found,none,cs.LG,Summary3257,1206.4618v1,2012-06-18T15:03:10Z,Compact Hyperplane Hashing with Bilinear Functions,"Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang",http://arxiv.org/pdf/1206.4618v1,No journal ref found,none,cs.LG,Summary3258,1206.4620v1,2012-06-18T15:04:54Z,Improved Information Gain Estimates for Decision Tree Induction,Sebastian Nowozin,http://arxiv.org/pdf/1206.4620v1,No journal ref found,none,cs.LG,Summary3259,1206.4623v1,2012-06-18T15:06:34Z,On the Size of the Online Kernel Sparsification Dictionary,"Yi Sun, Faustino Gomez, Juergen Schmidhuber",http://arxiv.org/pdf/1206.4623v1,No journal ref found,none,cs.LG,Summary3260,1206.4624v1,2012-06-18T15:06:49Z,Robust Multiple Manifolds Structure Learning,"Dian Gong, Xuemei Zhao, Gerard Medioni",http://arxiv.org/pdf/1206.4624v1,No journal ref found,none,cs.LG,Summary3261,1206.4627v1,2012-06-18T15:07:39Z,Convergence Rates of Biased Stochastic Optimization for Learning Sparse Ising Models,Jean Honorio,http://arxiv.org/pdf/1206.4627v1,No journal ref found,none,cs.LG,Summary3262,1206.4628v1,2012-06-18T15:07:55Z,Robust PCA in High-dimension: A Deterministic Approach,"Jiashi Feng, Huan Xu, Shuicheng Yan",http://arxiv.org/pdf/1206.4628v1,No journal ref found,none,cs.LG,Summary3263,1206.4633v1,2012-06-18T15:13:13Z,Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning,"Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin, Steven C. H. Hoi",http://arxiv.org/pdf/1206.4633v1,No journal ref found,none,cs.LG,Summary3264,1206.4635v1,2012-06-18T15:14:57Z,Deep Mixtures of Factor Analysers,"Yichuan Tang, Ruslan Salakhutdinov, Geoffrey Hinton",http://arxiv.org/pdf/1206.4635v1,No journal ref found,none,cs.LG,Summary3265,1206.4638v1,2012-06-18T15:16:28Z,Efficient Euclidean Projections onto the Intersection of Norm Balls,"Adams Wei Yu, Hao Su, Li Fei-Fei",http://arxiv.org/pdf/1206.4638v1,No journal ref found,none,cs.LG,Summary3266,1206.4644v1,2012-06-18T15:19:22Z,Groupwise Constrained Reconstruction for Subspace Clustering,"Ruijiang Li, Bin Li, Ke Zhang, Cheng Jin, Xiangyang Xue",http://arxiv.org/pdf/1206.4644v1,No journal ref found,none,cs.LG,Summary3267,1206.4646v1,2012-06-18T15:20:14Z,Partial-Hessian Strategies for Fast Learning of Nonlinear Embeddings,"Max Vladymyrov, Miguel Carreira-Perpinan",http://arxiv.org/pdf/1206.4646v1,No journal ref found,none,cs.LG,Summary3268,1206.4650v1,2012-06-18T15:23:37Z,Analysis of Kernel Mean Matching under Covariate Shift,"Yaoliang Yu, Csaba Szepesvari",http://arxiv.org/pdf/1206.4650v1,No journal ref found,none,cs.LG,Summary3269,1206.4658v1,2012-06-18T15:27:40Z,Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data,"Dongwoo Kim, Suin Kim, Alice Oh",http://arxiv.org/pdf/1206.4658v1,No journal ref found,none,cs.LG,Summary3270,1206.4659v1,2012-06-18T15:27:56Z,Max-Margin Nonparametric Latent Feature Models for Link Prediction,Jun Zhu,http://arxiv.org/pdf/1206.4659v1,No journal ref found,none,cs.LG,Summary3271,1206.4661v1,2012-06-18T15:30:13Z,Predicting accurate probabilities with a ranking loss,"Aditya Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado",http://arxiv.org/pdf/1206.4661v1,No journal ref found,none,cs.LG,Summary3272,1206.4663v1,2012-06-18T15:30:52Z,The Convexity and Design of Composite Multiclass Losses,"Mark Reid, Robert Williamson, Peng Sun",http://arxiv.org/pdf/1206.4663v1,No journal ref found,none,cs.LG,Summary3273,1206.4664v1,2012-06-18T15:31:13Z,Tighter Variational Representations of f-Divergences via Restriction to Probability Measures,"Avraham Ruderman, Mark Reid, Dario Garcia-Garcia, James Petterson",http://arxiv.org/pdf/1206.4664v1,No journal ref found,none,cs.LG,Summary3274,1206.4665v1,2012-06-18T15:32:05Z,Nonparametric variational inference,"Samuel Gershman, Matt Hoffman, David Blei",http://arxiv.org/pdf/1206.4665v1,No journal ref found,none,cs.LG,Summary3275,1206.4669v1,2012-06-18T15:34:07Z,Sparse Additive Functional and Kernel CCA,"Sivaraman Balakrishnan, Kriti Puniyani, John Lafferty",http://arxiv.org/pdf/1206.4669v1,No journal ref found,none,cs.LG,Summary3276,1206.4671v1,2012-06-18T15:35:02Z,Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling,"Changyou Chen, Nan Ding, Wray Buntine",http://arxiv.org/pdf/1206.4671v1,No journal ref found,none,cs.LG,Summary3277,1206.4672v1,2012-06-18T15:35:20Z,Efficient Active Algorithms for Hierarchical Clustering,"Akshay Krishnamurthy, Sivaraman Balakrishnan, Min Xu, Aarti Singh",http://arxiv.org/pdf/1206.4672v1,No journal ref found,none,cs.LG,Summary3278,1206.4673v1,2012-06-18T15:35:38Z,Group Sparse Additive Models,"Junming Yin, Xi Chen, Eric Xing",http://arxiv.org/pdf/1206.4673v1,No journal ref found,none,cs.LG,Summary3279,1206.4677v1,2012-06-18T15:37:07Z,Semi-Supervised Learning of Class Balance under Class-Prior Change by Distribution Matching,"Marthinus Du Plessis, Masashi Sugiyama",http://arxiv.org/pdf/1206.4677v1,No journal ref found,none,cs.LG,Summary3280,1206.4678v1,2012-06-18T15:37:23Z,Linear Regression with Limited Observation,"Elad Hazan, Tomer Koren",http://arxiv.org/pdf/1206.4678v1,No journal ref found,none,cs.LG,Summary3281,1206.4679v1,2012-06-18T15:37:59Z,Factorized Asymptotic Bayesian Hidden Markov Models,"Ryohei Fujimaki, Kohei Hayashi",http://arxiv.org/pdf/1206.4679v1,No journal ref found,none,cs.LG,Summary3282,1206.4681v1,2012-06-18T15:40:11Z,LPQP for MAP: Putting LP Solvers to Better Use,"Patrick Pletscher, Sharon Wulff",http://arxiv.org/pdf/1206.4681v1,No journal ref found,none,cs.LG,Summary3283,1206.4686v1,2012-06-18T15:42:34Z,Discriminative Probabilistic Prototype Learning,"Edwin Bonilla, Antonio Robles-Kelly",http://arxiv.org/pdf/1206.4686v1,No journal ref found,none,cs.LG,Summary3284,1206.5036v2,2012-06-22T00:12:05Z,Estimating Densities with Non-Parametric Exponential Families,"Lin Yuan, Sergey Kirshner, Robert Givan",http://arxiv.org/pdf/1206.5036v2,No journal ref found,none,stat.ML,Summary3285,1206.5162v2,2012-06-22T14:36:15Z,Fast Variational Inference in the Conjugate Exponential Family,"James Hensman, Magnus Rattray, Neil D. Lawrence",http://arxiv.org/pdf/1206.5162v2,No journal ref found,none,cs.LG,Summary3286,1206.5240v1,2012-06-20T14:52:04Z,Analysis of Semi-Supervised Learning with the Yarowsky Algorithm,"Gholam Reza Haffari, Anoop Sarkar",http://arxiv.org/pdf/1206.5240v1,No journal ref found,none,cs.LG,Summary3287,1206.5241v1,2012-06-20T14:52:49Z,Shift-Invariance Sparse Coding for Audio Classification,"Roger Grosse, Rajat Raina, Helen Kwong, Andrew Y. Ng",http://arxiv.org/pdf/1206.5241v1,No journal ref found,none,cs.LG,Summary3288,1206.5243v1,2012-06-20T14:53:26Z,Convergent Propagation Algorithms via Oriented Trees,"Amir Globerson, Tommi S. Jaakkola",http://arxiv.org/pdf/1206.5243v1,No journal ref found,none,cs.LG,Summary3289,1206.5247v1,2012-06-20T14:54:43Z,Bayesian structure learning using dynamic programming and MCMC,"Daniel Eaton, Kevin Murphy",http://arxiv.org/pdf/1206.5247v1,No journal ref found,none,cs.LG,Summary3290,1206.5264v1,2012-06-20T15:02:01Z,Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods,"Gergely Neu, Csaba Szepesvari",http://arxiv.org/pdf/1206.5264v1,No journal ref found,none,cs.LG,Summary3291,1206.5274v1,2012-06-20T15:06:08Z,"On Discarding, Caching, and Recalling Samples in Active Learning","Ashish Kapoor, Eric J. Horvitz",http://arxiv.org/pdf/1206.5274v1,No journal ref found,none,cs.LG,Summary3292,1206.5281v1,2012-06-20T15:12:35Z,Learning Selectively Conditioned Forest Structures with Applications to DBNs and Classification,"Brian D. Ziebart, Anind K. Dey, J Andrew Bagnell",http://arxiv.org/pdf/1206.5281v1,No journal ref found,none,cs.LG,Summary3293,1206.5283v1,2012-06-20T15:14:55Z,Bayesian Active Distance Metric Learning,"Liu Yang, Rong Jin, Rahul Sukthankar",http://arxiv.org/pdf/1206.5283v1,No journal ref found,none,cs.LG,Summary3294,1206.5293v1,2012-06-20T15:19:06Z,On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter,"Tomi Silander, Petri Kontkanen, Petri Myllymaki",http://arxiv.org/pdf/1206.5293v1,No journal ref found,none,cs.LG,Summary3295,1206.5580v2,2012-06-25T05:57:29Z,A Geometric Algorithm for Scalable Multiple Kernel Learning,"John Moeller, Parasaran Raman, Avishek Saha, Suresh Venkatasubramanian",http://arxiv.org/pdf/1206.5580v2,No journal ref found,none,cs.LG,Summary3296,1206.5766v4,2012-06-25T18:49:44Z,Learning mixtures of spherical Gaussians: moment methods and spectral decompositions,"Daniel Hsu, Sham M. Kakade",http://arxiv.org/pdf/1206.5766v4,No journal ref found,none,cs.LG,Summary3297,1206.6015v1,2012-06-26T14:56:33Z,Transductive Classification Methods for Mixed Graphs,"Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj",http://arxiv.org/pdf/1206.6015v1,No journal ref found,none,cs.LG,Summary3298,1206.6030v1,2012-06-26T15:58:21Z,An Additive Model View to Sparse Gaussian Process Classifier Design,"Sundararajan Sellamanickam, Shirish Shevade",http://arxiv.org/pdf/1206.6030v1,No journal ref found,none,cs.LG,Summary3299,1206.6038v1,2012-06-26T16:19:51Z,Predictive Approaches For Gaussian Process Classifier Model Selection,"Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj",http://arxiv.org/pdf/1206.6038v1,No journal ref found,none,cs.LG,Summary3300,1206.6361v1,2012-06-27T18:37:50Z,Learning Markov Network Structure using Brownian Distance Covariance,Ehsan Khoshgnauz,http://arxiv.org/pdf/1206.6361v1,No journal ref found,none,stat.ML,Summary3301,1206.6381v2,2012-06-27T19:59:59Z,Shortest path distance in random k-nearest neighbor graphs,"Morteza Alamgir, Ulrike von Luxburg",http://arxiv.org/pdf/1206.6381v2,No journal ref found,none,cs.LG,Summary3302,1206.6382v1,2012-06-27T19:59:59Z,High-Dimensional Covariance Decomposition into Sparse Markov and Independence Domains,"Majid Janzamin, Animashree Anandkumar",http://arxiv.org/pdf/1206.6382v1,No journal ref found,none,cs.LG,Summary3303,1206.6383v1,2012-06-27T19:59:59Z,Feature Selection via Probabilistic Outputs,"Andrea Danyluk, Nicholas Arnosti",http://arxiv.org/pdf/1206.6383v1,No journal ref found,none,cs.LG,Summary3304,1206.6384v1,2012-06-27T19:59:59Z,Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization,"Haim Avron, Satyen Kale, Shiva Kasiviswanathan, Vikas Sindhwani",http://arxiv.org/pdf/1206.6384v1,No journal ref found,none,cs.LG,Summary3305,1206.6387v1,2012-06-27T19:59:59Z,Fast classification using sparse decision DAGs,"Djalel Benbouzid, Robert Busa-Fekete, Balazs Kegl",http://arxiv.org/pdf/1206.6387v1,No journal ref found,none,cs.LG,Summary3306,1206.6393v1,2012-06-27T19:59:59Z,Local Loss Optimization in Operator Models: A New Insight into Spectral Learning,"Borja Balle, Ariadna Quattoni, Xavier Carreras",http://arxiv.org/pdf/1206.6393v1,No journal ref found,none,cs.LG,Summary3307,1206.6396v1,2012-06-27T19:59:59Z,Joint Optimization and Variable Selection of High-dimensional Gaussian Processes,"Bo Chen, Rui Castro, Andreas Krause",http://arxiv.org/pdf/1206.6396v1,No journal ref found,none,cs.LG,Summary3308,1206.6397v1,2012-06-27T19:59:59Z,Communications Inspired Linear Discriminant Analysis,"Minhua Chen, William Carson, Miguel Rodrigues, Robert Calderbank, Lawrence Carin",http://arxiv.org/pdf/1206.6397v1,No journal ref found,none,cs.LG,Summary3309,1206.6398v2,2012-06-27T19:59:59Z,Learning Parameterized Skills,"Bruno Da Silva, George Konidaris, Andrew Barto",http://arxiv.org/pdf/1206.6398v2,No journal ref found,none,cs.LG,Summary3310,1206.6400v1,2012-06-27T19:59:59Z,Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret,"Raman Arora, Ofer Dekel, Ambuj Tewari",http://arxiv.org/pdf/1206.6400v1,No journal ref found,none,cs.LG,Summary3311,1206.6401v1,2012-06-27T19:59:59Z,Consistent Multilabel Ranking through Univariate Losses,"Krzysztof Dembczynski, Wojciech Kotlowski, Eyke Huellermeier",http://arxiv.org/pdf/1206.6401v1,No journal ref found,none,cs.LG,Summary3312,1206.6402v1,2012-06-27T19:59:59Z,Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization,"Thomas Desautels, Andreas Krause, Joel Burdick",http://arxiv.org/pdf/1206.6402v1,No journal ref found,none,cs.LG,Summary3313,1206.6406v1,2012-06-27T19:59:59Z,Bayesian Optimal Active Search and Surveying,"Roman Garnett, Yamuna Krishnamurthy, Xuehan Xiong, Jeff Schneider, Richard Mann",http://arxiv.org/pdf/1206.6406v1,No journal ref found,none,cs.LG,Summary3314,1206.6407v1,2012-06-27T19:59:59Z,Large-Scale Feature Learning With Spike-and-Slab Sparse Coding,"Ian Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1206.6407v1,No journal ref found,none,cs.LG,Summary3315,1206.6410v1,2012-06-27T19:59:59Z,On the Partition Function and Random Maximum A-Posteriori Perturbations,"Tamir Hazan, Tommi Jaakkola",http://arxiv.org/pdf/1206.6410v1,No journal ref found,none,cs.LG,Summary3316,1206.6412v1,2012-06-27T19:59:59Z,A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound,"Ming Ji, Tianbao Yang, Binbin Lin, Rong Jin, Jiawei Han",http://arxiv.org/pdf/1206.6412v1,No journal ref found,none,cs.LG,Summary3317,1206.6413v1,2012-06-27T19:59:59Z,A Convex Relaxation for Weakly Supervised Classifiers,"Armand Joulin, Francis Bach",http://arxiv.org/pdf/1206.6413v1,No journal ref found,none,cs.LG,Summary3318,1206.6415v1,2012-06-27T19:59:59Z,The Big Data Bootstrap,"Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar, Michael Jordan",http://arxiv.org/pdf/1206.6415v1,No journal ref found,none,cs.LG,Summary3319,1206.6416v1,2012-06-27T19:59:59Z,An Infinite Latent Attribute Model for Network Data,"Konstantina Palla, David Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1206.6416v1,No journal ref found,none,cs.LG,Summary3320,1206.6417v1,2012-06-27T19:59:59Z,Learning Task Grouping and Overlap in Multi-task Learning,"Abhishek Kumar, Hal Daume III",http://arxiv.org/pdf/1206.6417v1,No journal ref found,none,cs.LG,Summary3321,1206.6419v1,2012-06-27T19:59:59Z,Cross-Domain Multitask Learning with Latent Probit Models,"Shaobo Han, Xuejun Liao, Lawrence Carin",http://arxiv.org/pdf/1206.6419v1,No journal ref found,none,cs.LG,Summary3322,1206.6421v1,2012-06-27T19:59:59Z,Structured Learning from Partial Annotations,"Xinghua Lou, Fred Hamprecht",http://arxiv.org/pdf/1206.6421v1,No journal ref found,none,cs.LG,Summary3323,1206.6422v1,2012-06-27T19:59:59Z,An Online Boosting Algorithm with Theoretical Justifications,"Shang-Tse Chen, Hsuan-Tien Lin, Chi-Jen Lu",http://arxiv.org/pdf/1206.6422v1,No journal ref found,none,cs.LG,Summary3324,1206.6425v1,2012-06-27T19:59:59Z,Sparse Stochastic Inference for Latent Dirichlet allocation,"David Mimno, Matt Hoffman, David Blei",http://arxiv.org/pdf/1206.6425v1,No journal ref found,none,cs.LG,Summary3325,1206.6427v1,2012-06-27T19:59:59Z,Convergence of the EM Algorithm for Gaussian Mixtures with Unbalanced Mixing Coefficients,"Iftekhar Naim, Daniel Gildea",http://arxiv.org/pdf/1206.6427v1,No journal ref found,none,cs.LG,Summary3326,1206.6428v1,2012-06-27T19:59:59Z,A Binary Classification Framework for Two-Stage Multiple Kernel Learning,"Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcuoglu, Hal Daume III",http://arxiv.org/pdf/1206.6428v1,No journal ref found,none,cs.LG,Summary3327,1206.6431v1,2012-06-27T19:59:59Z,Exact Maximum Margin Structure Learning of Bayesian Networks,"Robert Peharz, Franz Pernkopf",http://arxiv.org/pdf/1206.6431v1,No journal ref found,none,cs.LG,Summary3328,1206.6434v1,2012-06-27T19:59:59Z,A Generative Process for Sampling Contractive Auto-Encoders,"Salah Rifai, Yoshua Bengio, Yann Dauphin, Pascal Vincent",http://arxiv.org/pdf/1206.6434v1,No journal ref found,none,cs.LG,Summary3329,1206.6435v1,2012-06-27T19:59:59Z,Rethinking Collapsed Variational Bayes Inference for LDA,"Issei Sato, Hiroshi Nakagawa",http://arxiv.org/pdf/1206.6435v1,No journal ref found,none,cs.LG,Summary3330,1206.6436v1,2012-06-27T19:59:59Z,Efficient Structured Prediction with Latent Variables for General Graphical Models,"Alexander Schwing, Tamir Hazan, Marc Pollefeys, Raquel Urtasun",http://arxiv.org/pdf/1206.6436v1,No journal ref found,none,cs.LG,Summary3331,1206.6438v1,2012-06-27T19:59:59Z,Information-Theoretical Learning of Discriminative Clusters for Unsupervised Domain Adaptation,"Yuan Shi, Fei Sha",http://arxiv.org/pdf/1206.6438v1,No journal ref found,none,cs.LG,Summary3332,1206.6440v1,2012-06-27T19:59:59Z,Predicting Preference Flips in Commerce Search,"Or Sheffet, Nina Mishra, Samuel Ieong",http://arxiv.org/pdf/1206.6440v1,No journal ref found,none,cs.LG,Summary3333,1206.6442v1,2012-06-27T19:59:59Z,Minimizing The Misclassification Error Rate Using a Surrogate Convex Loss,"Shai Ben-David, David Loker, Nathan Srebro, Karthik Sridharan",http://arxiv.org/pdf/1206.6442v1,No journal ref found,none,cs.LG,Summary3334,1206.6444v1,2012-06-27T19:59:59Z,Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning,"Bernardo Avila Pires, Csaba Szepesvari",http://arxiv.org/pdf/1206.6444v1,No journal ref found,none,cs.LG,Summary3335,1206.6446v1,2012-06-27T19:59:59Z,Agglomerative Bregman Clustering,"Matus Telgarsky, Sanjoy Dasgupta",http://arxiv.org/pdf/1206.6446v1,No journal ref found,none,cs.LG,Summary3336,1206.6448v1,2012-06-27T19:59:59Z,Online Alternating Direction Method,"Huahua Wang, Arindam Banerjee",http://arxiv.org/pdf/1206.6448v1,No journal ref found,none,cs.LG,Summary3337,1206.6449v1,2012-06-27T19:59:59Z,Monte Carlo Bayesian Reinforcement Learning,"Yi Wang, Kok Sung Won, David Hsu, Wee Sun Lee",http://arxiv.org/pdf/1206.6449v1,No journal ref found,none,cs.LG,Summary3338,1206.6450v1,2012-06-27T19:59:59Z,Conditional Sparse Coding and Grouped Multivariate Regression,"Min Xu, John Lafferty",http://arxiv.org/pdf/1206.6450v1,No journal ref found,none,cs.LG,Summary3339,1206.6451v1,2012-06-27T19:59:59Z,The Greedy Miser: Learning under Test-time Budgets,"Zhixiang Xu, Kilian Weinberger, Olivier Chapelle",http://arxiv.org/pdf/1206.6451v1,No journal ref found,none,cs.LG,Summary3340,1206.6453v1,2012-06-27T19:59:59Z,Adaptive Canonical Correlation Analysis Based On Matrix Manifolds,"Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy",http://arxiv.org/pdf/1206.6453v1,No journal ref found,none,cs.LG,Summary3341,1206.6454v1,2012-06-27T19:59:59Z,Hierarchical Exploration for Accelerating Contextual Bandits,"Yisong Yue, Sue Ann Hong, Carlos Guestrin",http://arxiv.org/pdf/1206.6454v1,No journal ref found,none,cs.LG,Summary3342,1206.6455v1,2012-06-27T19:59:59Z,Regularizers versus Losses for Nonlinear Dimensionality Reduction: A Factored View with New Convex Relaxations,"Yaoliang Yu, James Neufeld, Ryan Kiros, Xinhua Zhang, Dale Schuurmans",http://arxiv.org/pdf/1206.6455v1,No journal ref found,none,cs.LG,Summary3343,1206.6457v1,2012-06-27T19:59:59Z,Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations,"Nando de Freitas, Alex Smola, Masrour Zoghi",http://arxiv.org/pdf/1206.6457v1,No journal ref found,none,cs.LG,Summary3344,1206.6458v1,2012-06-27T19:59:59Z,Batch Active Learning via Coordinated Matching,"Javad Azimi, Alan Fern, Xiaoli Zhang-Fern, Glencora Borradaile, Brent Heeringa",http://arxiv.org/pdf/1206.6458v1,No journal ref found,none,cs.LG,Summary3345,1206.6461v1,2012-06-27T19:59:59Z,On the Sample Complexity of Reinforcement Learning with a Generative Model,"Mohammad Gheshlaghi Azar, Remi Munos, Bert Kappen",http://arxiv.org/pdf/1206.6461v1,No journal ref found,none,cs.LG,Summary3346,1206.6463v1,2012-06-27T19:59:59Z,An Iterative Locally Linear Embedding Algorithm,"Deguang Kong, Chris H. Q. Ding, Heng Huang, Feiping Nie",http://arxiv.org/pdf/1206.6463v1,No journal ref found,none,cs.LG,Summary3347,1206.6464v2,2012-06-27T19:59:59Z,Estimating the Hessian by Back-propagating Curvature,"James Martens, Ilya Sutskever, Kevin Swersky",http://arxiv.org/pdf/1206.6464v2,No journal ref found,none,cs.LG,Summary3348,1206.6465v1,2012-06-27T19:59:59Z,Bayesian Efficient Multiple Kernel Learning,Mehmet Gonen,http://arxiv.org/pdf/1206.6465v1,No journal ref found,none,cs.LG,Summary3349,1206.6467v1,2012-06-27T19:59:59Z,Semi-Supervised Collective Classification via Hybrid Label Regularization,"Luke McDowell, David Aha",http://arxiv.org/pdf/1206.6467v1,No journal ref found,none,cs.LG,Summary3350,1206.6469v1,2012-06-27T19:59:59Z,Inferring Latent Structure From Mixed Real and Categorical Relational Data,"Esther Salazar, Matthew Cain, Elise Darling, Stephen Mitroff, Lawrence Carin",http://arxiv.org/pdf/1206.6469v1,No journal ref found,none,cs.LG,Summary3351,1206.6471v1,2012-06-27T19:59:59Z,On Causal and Anticausal Learning,"Bernhard Schoelkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris Mooij",http://arxiv.org/pdf/1206.6471v1,No journal ref found,none,cs.LG,Summary3352,1206.6472v1,2012-06-27T19:59:59Z,An Efficient Approach to Sparse Linear Discriminant Analysis,"Luis Francisco Sanchez Merchante, Yves Grandvalet, Gerrad Govaert",http://arxiv.org/pdf/1206.6472v1,No journal ref found,none,cs.LG,Summary3353,1206.6475v2,2012-06-27T19:59:59Z,A Split-Merge Framework for Comparing Clusterings,"Qiaoliang Xiang, Qi Mao, Kian Ming Chai, Hai Leong Chieu, Ivor Tsang, Zhendong Zhao",http://arxiv.org/pdf/1206.6475v2,No journal ref found,none,cs.LG,Summary3354,1206.6476v1,2012-06-27T19:59:59Z,Similarity Learning for Provably Accurate Sparse Linear Classification,"Aurelien Bellet, Amaury Habrard, Marc Sebban",http://arxiv.org/pdf/1206.6476v1,No journal ref found,none,cs.LG,Summary3355,1206.6477v1,2012-06-27T19:59:59Z,Discovering Support and Affiliated Features from Very High Dimensions,"Yiteng Zhai, Mingkui Tan, Ivor Tsang, Yew Soon Ong",http://arxiv.org/pdf/1206.6477v1,No journal ref found,none,cs.LG,Summary3356,1206.6478v1,2012-06-27T19:59:59Z,Maximum Margin Output Coding,"Yi Zhang, Jeff Schneider",http://arxiv.org/pdf/1206.6478v1,No journal ref found,none,cs.LG,Summary3357,1206.6479v1,2012-06-27T19:59:59Z,The Landmark Selection Method for Multiple Output Prediction,"Krishnakumar Balasubramanian, Guy Lebanon",http://arxiv.org/pdf/1206.6479v1,No journal ref found,none,cs.LG,Summary3358,1206.6480v1,2012-06-27T19:59:59Z,A Dantzig Selector Approach to Temporal Difference Learning,"Matthieu Geist, Bruno Scherrer, Alessandro Lazaric, Mohammad Ghavamzadeh",http://arxiv.org/pdf/1206.6480v1,No journal ref found,none,cs.LG,Summary3359,1206.6483v1,2012-06-27T19:59:59Z,Subgraph Matching Kernels for Attributed Graphs,"Nils Kriege, Petra Mutzel",http://arxiv.org/pdf/1206.6483v1,No journal ref found,none,cs.LG,Summary3360,1206.6485v1,2012-06-27T19:59:59Z,Greedy Algorithms for Sparse Reinforcement Learning,"Christopher Painter-Wakefield, Ronald Parr",http://arxiv.org/pdf/1206.6485v1,No journal ref found,none,cs.LG,Summary3361,1206.6486v1,2012-06-27T19:59:59Z,Flexible Modeling of Latent Task Structures in Multitask Learning,"Alexandre Passos, Piyush Rai, Jacques Wainer, Hal Daume III",http://arxiv.org/pdf/1206.6486v1,No journal ref found,none,cs.LG,Summary3362,1206.6813v1,2012-06-27T15:36:47Z,A concentration theorem for projections,"Sanjoy Dasgupta, Daniel Hsu, Nakul Verma",http://arxiv.org/pdf/1206.6813v1,No journal ref found,none,cs.LG,Summary3363,1206.6815v1,2012-06-27T15:38:14Z,Discriminative Learning via Semidefinite Probabilistic Models,"Koby Crammer, Amir Globerson",http://arxiv.org/pdf/1206.6815v1,No journal ref found,none,cs.LG,Summary3364,1206.6832v1,2012-06-27T16:17:52Z,Convex Structure Learning for Bayesian Networks: Polynomial Feature Selection and Approximate Ordering,"Yuhong Guo, Dale Schuurmans",http://arxiv.org/pdf/1206.6832v1,No journal ref found,none,cs.LG,Summary3365,1206.6860v1,2012-06-27T16:27:25Z,Predicting Conditional Quantiles via Reduction to Classification,"John Langford, Roberto Oliveira, Bianca Zadrozny",http://arxiv.org/pdf/1206.6860v1,No journal ref found,none,cs.LG,Summary3366,1206.6863v1,2012-06-27T16:28:18Z,Bayesian Multicategory Support Vector Machines,"Zhihua Zhang, Michael I. Jordan",http://arxiv.org/pdf/1206.6863v1,No journal ref found,none,cs.LG,Summary3367,1206.6868v1,2012-06-27T16:29:18Z,Bayesian Random Fields: The Bethe-Laplace Approximation,"Max Welling, Sridevi Parise",http://arxiv.org/pdf/1206.6868v1,No journal ref found,none,cs.LG,Summary3368,1206.6871v1,2012-06-27T16:29:52Z,Ranking by Dependence - A Fair Criteria,Harald Steck,http://arxiv.org/pdf/1206.6871v1,No journal ref found,none,cs.LG,Summary3369,1206.6873v1,2012-06-27T16:30:17Z,Variable noise and dimensionality reduction for sparse Gaussian processes,"Edward Snelson, Zoubin Ghahramani",http://arxiv.org/pdf/1206.6873v1,No journal ref found,none,cs.LG,Summary3370,1208.0129v1,2012-08-01T07:57:53Z,Oracle inequalities for computationally adaptive model selection,"Alekh Agarwal, Peter L. Bartlett, John C. Duchi",http://arxiv.org/pdf/1208.0129v1,No journal ref found,none,stat.ML,Summary3371,1208.0402v1,2012-08-02T05:20:01Z,Multidimensional Membership Mixture Models,"Yun Jiang, Marcus Lim, Ashutosh Saxena",http://arxiv.org/pdf/1208.0402v1,No journal ref found,none,cs.LG,Summary3372,1208.0645v4,2012-08-03T02:37:44Z,On the Consistency of AUC Pairwise Optimization,"Wei Gao, Zhi-Hua Zhou",http://arxiv.org/pdf/1208.0645v4,No journal ref found,none,cs.LG,Summary3373,1208.0806v1,2012-08-03T18:01:52Z,Cross-conformal predictors,Vladimir Vovk,http://arxiv.org/pdf/1208.0806v1,No journal ref found,none,stat.ML,Summary3374,1208.0848v2,2012-08-03T21:15:19Z,Learning Theory Approach to Minimum Error Entropy Criterion,"Ting Hu, Jun Fan, Qiang Wu, Ding-Xuan Zhou",http://arxiv.org/pdf/1208.0848v2,JMLR 2013,none,cs.LG,Summary3375,1208.2417v1,2012-08-12T10:12:48Z,How to sample if you must: on optimal functional sampling,"Assaf Hallak, Shie Mannor",http://arxiv.org/pdf/1208.2417v1,No journal ref found,none,stat.ML,Summary3376,1208.2523v1,2012-08-13T08:30:14Z,Path Integral Control by Reproducing Kernel Hilbert Space Embedding,"Konrad Rawlik, Marc Toussaint, Sethu Vijayakumar",http://arxiv.org/pdf/1208.2523v1,No journal ref found,none,cs.LG,Summary3377,1208.3030v2,2012-08-15T05:35:36Z,Asymptotic Generalization Bound of Fishers Linear Discriminant Analysis,"Wei Bian, Dacheng Tao",http://arxiv.org/pdf/1208.3030v2,No journal ref found,none,stat.ML,Summary3378,1208.3279v1,2012-08-06T16:20:23Z,Structured Prediction Cascades,"David Weiss, Benjamin Sapp, Ben Taskar",http://arxiv.org/pdf/1208.3279v1,No journal ref found,none,stat.ML,Summary3379,1208.3422v2,2012-08-16T17:16:18Z,Distance Metric Learning for Kernel Machines,"Zhixiang Xu, Kilian Q. Weinberger, Olivier Chapelle",http://arxiv.org/pdf/1208.3422v2,No journal ref found,none,stat.ML,Summary3380,1208.3728v2,2012-08-18T06:27:31Z,Online Learning with Predictable Sequences,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1208.3728v2,No journal ref found,none,stat.ML,Summary3381,1208.4138v1,2012-08-20T23:21:10Z,Semi-supervised Clustering Ensemble by Voting,"Ashraf Mohammed Iqbal, Abidalrahman Mohd, Zahoor Khan",http://arxiv.org/pdf/1208.4138v1,No journal ref found,none,cs.LG,Summary3382,1208.5062v3,2012-08-24T20:36:36Z,Changepoint detection for high-dimensional time series with missing data,"Yao Xie, Jiaji Huang, Rebecca Willett",http://arxiv.org/pdf/1208.5062v3,No journal ref found,none,stat.ML,Summary3383,1208.6338v1,2012-08-31T00:31:34Z,A Widely Applicable Bayesian Information Criterion,Sumio Watanabe,http://arxiv.org/pdf/1208.6338v1,No journal ref found,none,cs.LG,Summary3384,1212.0139v1,2012-12-01T17:46:34Z,Cumulative Step-size Adaptation on Linear Functions,"Alexandre Chotard, Anne Auger, Nikolaus Hansen",http://arxiv.org/pdf/1212.0139v1,PPSN 2012 (2012) 72-81,none,cs.LG,Summary3385,1212.0975v2,2012-12-05T09:24:11Z,Cost-Sensitive Support Vector Machines,"Hamed Masnadi-Shirazi, Nuno Vasconcelos, Arya Iranmehr",http://arxiv.org/pdf/1212.0975v2,No journal ref found,none,cs.LG,Summary3386,1212.1180v1,2012-12-05T21:19:35Z,On Some Integrated Approaches to Inference,"Mark A. Kon, Leszek Plaskota",http://arxiv.org/pdf/1212.1180v1,No journal ref found,none,stat.ML,Summary3387,1212.1496v2,2012-12-06T23:06:32Z,Excess risk bounds for multitask learning with trace norm regularization,"Andreas Maurer, Massimiliano Pontil",http://arxiv.org/pdf/1212.1496v2,No journal ref found,none,stat.ML,Summary3388,1212.2136v2,2012-12-10T17:12:51Z,A class of random fields on complete graphs with tractable partition function,Boris Flach,http://arxiv.org/pdf/1212.2136v2,No journal ref found,none,cs.LG,Summary3389,1212.2340v1,2012-12-11T09:03:17Z,PAC-Bayesian Learning and Domain Adaptation,"Pascal Germain, Amaury Habrard, François Laviolette, Emilie Morvant",http://arxiv.org/pdf/1212.2340v1,"Multi-Trade-offs in Machine Learning, NIPS 2012 Workshop, Lake Tahoe : United States (2012)",none,stat.ML,Summary3390,1212.2447v1,2012-10-19T15:03:51Z,Bayesian Hierarchical Mixtures of Experts,"Christopher M. Bishop, Markus Svensen",http://arxiv.org/pdf/1212.2447v1,No journal ref found,none,cs.LG,Summary3391,1212.2460v1,2012-10-19T15:05:02Z,The Information Bottleneck EM Algorithm,"Gal Elidan, Nir Friedman",http://arxiv.org/pdf/1212.2460v1,No journal ref found,none,cs.LG,Summary3392,1212.2466v1,2012-10-19T15:04:36Z,On Information Regularization,"Adrian Corduneanu, Tommi S. Jaakkola",http://arxiv.org/pdf/1212.2466v1,No journal ref found,none,cs.LG,Summary3393,1212.2472v1,2012-10-19T15:06:36Z,Budgeted Learning of Naive-Bayes Classifiers,"Daniel J. Lizotte, Omid Madani, Russell Greiner",http://arxiv.org/pdf/1212.2472v1,No journal ref found,none,cs.LG,Summary3394,1212.2474v1,2012-10-19T15:06:27Z,Learning Riemannian Metrics,Guy Lebanon,http://arxiv.org/pdf/1212.2474v1,No journal ref found,none,cs.LG,Summary3395,1212.2483v1,2012-10-19T15:05:46Z,Sufficient Dimensionality Reduction with Irrelevant Statistics,"Amir Globerson, Gal Chechik, Naftali Tishby",http://arxiv.org/pdf/1212.2483v1,No journal ref found,none,cs.LG,Summary3396,1212.2487v1,2012-10-19T15:05:29Z,Locally Weighted Naive Bayes,"Eibe Frank, Mark Hall, Bernhard Pfahringer",http://arxiv.org/pdf/1212.2487v1,No journal ref found,none,cs.LG,Summary3397,1212.2488v1,2012-10-19T15:05:25Z,A Distance-Based Branch and Bound Feature Selection Algorithm,"Ari Frank, Dan Geiger, Zohar Yakhini",http://arxiv.org/pdf/1212.2488v1,No journal ref found,none,cs.LG,Summary3398,1212.2490v1,2012-10-19T15:07:56Z,On the Convergence of Bound Optimization Algorithms,"Ruslan R Salakhutdinov, Sam T Roweis, Zoubin Ghahramani",http://arxiv.org/pdf/1212.2490v1,No journal ref found,none,cs.LG,Summary3399,1212.2491v1,2012-10-19T15:07:51Z,Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models,"Dmitry Rusakov, Dan Geiger",http://arxiv.org/pdf/1212.2491v1,No journal ref found,none,cs.LG,Summary3400,1212.2494v1,2012-10-19T15:07:42Z,Learning Generative Models of Similarity Matrices,"Romer Rosales, Brendan J. Frey",http://arxiv.org/pdf/1212.2494v1,No journal ref found,none,cs.LG,Summary3401,1212.2498v1,2012-10-19T15:07:23Z,Learning Continuous Time Bayesian Networks,"Uri Nodelman, Christian R. Shelton, Daphne Koller",http://arxiv.org/pdf/1212.2498v1,No journal ref found,none,cs.LG,Summary3402,1212.2504v1,2012-10-19T15:06:52Z,Efficiently Inducing Features of Conditional Random Fields,Andrew McCallum,http://arxiv.org/pdf/1212.2504v1,No journal ref found,none,cs.LG,Summary3403,1212.2510v1,2012-10-19T15:08:42Z,Markov Random Walk Representations with Continuous Distributions,"Chen-Hsiang Yeang, Martin Szummer",http://arxiv.org/pdf/1212.2510v1,No journal ref found,none,cs.LG,Summary3404,1212.2511v1,2012-10-19T15:08:38Z,Stochastic complexity of Bayesian networks,"Keisuke Yamazaki, Sumio Watanbe",http://arxiv.org/pdf/1212.2511v1,No journal ref found,none,cs.LG,Summary3405,1212.2512v1,2012-10-19T15:08:33Z,A Generalized Mean Field Algorithm for Variational Inference in Exponential Families,"Eric P. Xing, Michael I. Jordan, Stuart Russell",http://arxiv.org/pdf/1212.2512v1,No journal ref found,none,cs.LG,Summary3406,1212.2513v1,2012-10-19T15:08:28Z,Efficient Parametric Projection Pursuit Density Estimation,"Max Welling, Richard S. Zemel, Geoffrey E. Hinton",http://arxiv.org/pdf/1212.2513v1,No journal ref found,none,cs.LG,Summary3407,1212.2514v1,2012-10-19T15:08:24Z,Boltzmann Machine Learning with the Latent Maximum Entropy Principle,"Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao",http://arxiv.org/pdf/1212.2514v1,No journal ref found,none,cs.LG,Summary3408,1212.2516v1,2012-10-19T15:08:15Z,Learning Measurement Models for Unobserved Variables,"Ricardo Silva, Richard Scheines, Clark Glymour, Peter L. Spirtes",http://arxiv.org/pdf/1212.2516v1,No journal ref found,none,cs.LG,Summary3409,1212.2686v1,2012-12-12T01:59:27Z,Joint Training of Deep Boltzmann Machines,"Ian Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1212.2686v1,No journal ref found,none,stat.ML,Summary3410,1212.3276v3,2012-12-13T19:20:21Z,Learning Sparse Low-Threshold Linear Classifiers,"Sivan Sabato, Shai Shalev-Shwartz, Nathan Srebro, Daniel Hsu, Tong Zhang",http://arxiv.org/pdf/1212.3276v3,"Journal of Machine Learning Research, 16(Jul):1275-1304, 2015",none,stat.ML,Summary3411,1212.3900v2,2012-12-17T06:49:14Z,A Tutorial on Probabilistic Latent Semantic Analysis,Liangjie Hong,http://arxiv.org/pdf/1212.3900v2,No journal ref found,none,stat.ML,Summary3412,1212.4347v1,2012-12-18T13:35:38Z,Bayesian Group Nonnegative Matrix Factorization for EEG Analysis,"Bonggun Shin, Alice Oh",http://arxiv.org/pdf/1212.4347v1,No journal ref found,none,cs.LG,Summary3413,1212.5637v1,2012-12-21T23:51:21Z,Random Spanning Trees and the Prediction of Weighted Graphs,"Nicolo Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella",http://arxiv.org/pdf/1212.5637v1,No journal ref found,none,cs.LG,Summary3414,1212.6246v1,2012-12-26T20:45:48Z,Gaussian Process Regression with Heteroscedastic or Non-Gaussian Residuals,"Chunyi Wang, Radford M. Neal",http://arxiv.org/pdf/1212.6246v1,No journal ref found,none,stat.ML,Summary3415,1212.6316v1,2012-12-27T07:07:06Z,On-line relational SOM for dissimilarity data,"Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell",http://arxiv.org/pdf/1212.6316v1,No journal ref found,none,stat.ML,Summary3416,1302.0315v1,2013-02-01T23:28:43Z,Sparse Multiple Kernel Learning with Geometric Convergence Rate,"Rong Jin, Tianbao Yang, Mehrdad Mahdavi",http://arxiv.org/pdf/1302.0315v1,No journal ref found,none,cs.LG,Summary3417,1302.0406v1,2013-02-02T17:20:47Z,Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning,Purushottam Kar,http://arxiv.org/pdf/1302.0406v1,No journal ref found,none,cs.LG,Summary3418,1302.1519v1,2013-02-06T15:53:33Z,Update Rules for Parameter Estimation in Bayesian Networks,"Eric Bauer, Daphne Koller, Yoram Singer",http://arxiv.org/pdf/1302.1519v1,No journal ref found,none,cs.LG,Summary3419,1302.1545v1,2013-02-06T15:56:07Z,Models and Selection Criteria for Regression and Classification,"David Heckerman, Christopher Meek",http://arxiv.org/pdf/1302.1545v1,No journal ref found,none,cs.LG,Summary3420,1302.1552v1,2013-02-06T15:57:20Z,An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering,"Michael Kearns, Yishay Mansour, Andrew Y. Ng",http://arxiv.org/pdf/1302.1552v1,No journal ref found,none,cs.LG,Summary3421,1302.2576v1,2013-02-11T19:16:25Z,The trace norm constrained matrix-variate Gaussian process for multitask bipartite ranking,"Oluwasanmi Koyejo, Cheng Lee, Joydeep Ghosh",http://arxiv.org/pdf/1302.2576v1,No journal ref found,none,cs.LG,Summary3422,1302.2645v2,2013-02-11T21:14:43Z,Geometrical complexity of data approximators,"E. M. Mirkes, A. Zinovyev, A. N. Gorban",http://arxiv.org/pdf/1302.2645v2,"IWANN 2013, Advances in Computation Intelligence, Springer LNCS 7902, pp. 500-509, 2013",none,stat.ML,Summary3423,1302.3579v1,2013-02-13T14:14:13Z,On the Sample Complexity of Learning Bayesian Networks,"Nir Friedman, Zohar Yakhini",http://arxiv.org/pdf/1302.3579v1,No journal ref found,none,cs.LG,Summary3424,1302.3700v1,2013-02-15T08:16:14Z,Density Ratio Hidden Markov Models,"John A. Quinn, Masashi Sugiyama",http://arxiv.org/pdf/1302.3700v1,No journal ref found,none,stat.ML,Summary3425,1302.3956v1,2013-02-16T11:10:17Z,Clustering validity based on the most similarity,"Raheleh Namayandeh, Farzad Didehvar, Zahra Shojaei",http://arxiv.org/pdf/1302.3956v1,No journal ref found,none,cs.LG,Summary3426,1302.4242v2,2013-02-18T12:25:07Z,Metrics for Multivariate Dictionaries,"Sylvain Chevallier, Quentin Barthélemy, Jamal Atif",http://arxiv.org/pdf/1302.4242v2,No journal ref found,none,cs.LG,Summary3427,1302.4297v3,2013-02-18T15:00:47Z,Feature Multi-Selection among Subjective Features,"Sivan Sabato, Adam Kalai",http://arxiv.org/pdf/1302.4297v3,"S. Sabato and A. Kalai, ""Feature Multi-Selection among Subjective Features"", Proceedings of the 30th International Conference on Machine Learning (ICML), 2013",none,cs.LG,Summary3428,1302.4387v2,2013-02-18T18:46:37Z,Online Learning with Switching Costs and Other Adaptive Adversaries,"Nicolo Cesa-Bianchi, Ofer Dekel, Ohad Shamir",http://arxiv.org/pdf/1302.4387v2,No journal ref found,none,cs.LG,Summary3429,1302.4389v4,2013-02-18T18:59:07Z,Maxout Networks,"Ian J. Goodfellow, David Warde-Farley, Mehdi Mirza, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1302.4389v4,"JMLR WCP 28 (3): 1319-1327, 2013",none,stat.ML,Summary3430,1302.4549v2,2013-02-19T09:21:09Z,Breaking the Small Cluster Barrier of Graph Clustering,"Nir Ailon, Yudong Chen, Xu Huan",http://arxiv.org/pdf/1302.4549v2,No journal ref found,none,cs.LG,Summary3431,1302.4886v3,2013-02-20T12:31:30Z,"Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation","Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, Felix J. Herrmann",http://arxiv.org/pdf/1302.4886v3,No journal ref found,none,stat.ML,Summary3432,1302.5125v1,2013-02-20T21:20:30Z,High-Dimensional Probability Estimation with Deep Density Models,"Oren Rippel, Ryan Prescott Adams",http://arxiv.org/pdf/1302.5125v1,No journal ref found,none,stat.ML,Summary3433,1302.5608v1,2013-02-22T14:36:59Z,Accelerated Linear SVM Training with Adaptive Variable Selection Frequencies,"Tobias Glasmachers, Ürün Dogan",http://arxiv.org/pdf/1302.5608v1,No journal ref found,none,stat.ML,Summary3434,1302.5729v3,2013-02-22T22:36:08Z,Sparse Signal Estimation by Maximally Sparse Convex Optimization,"Ivan W. Selesnick, Ilker Bayram",http://arxiv.org/pdf/1302.5729v3,No journal ref found,none,cs.LG,Summary3435,1302.6452v1,2013-02-26T15:16:32Z,A Conformal Prediction Approach to Explore Functional Data,"Jing Lei, Alessandro Rinaldo, Larry Wasserman",http://arxiv.org/pdf/1302.6452v1,No journal ref found,none,stat.ML,Summary3436,1302.6613v1,2013-02-26T22:18:55Z,An Introductory Study on Time Series Modeling and Forecasting,"Ratnadip Adhikari, R. K. Agrawal",http://arxiv.org/pdf/1302.6613v1,"LAP Lambert Academic Publishing, Germany, 2013",none,cs.LG,Summary3437,1302.6828v1,2013-02-27T14:18:05Z,Induction of Selective Bayesian Classifiers,"Pat Langley, Stephanie Sage",http://arxiv.org/pdf/1302.6828v1,No journal ref found,none,cs.LG,Summary3438,1302.7043v1,2013-02-28T00:37:29Z,Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization,"Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy",http://arxiv.org/pdf/1302.7043v1,No journal ref found,none,stat.ML,Summary3439,1302.7280v1,2013-02-28T18:40:14Z,Bayesian Consensus Clustering,"Eric F. Lock, David B. Dunson",http://arxiv.org/pdf/1302.7280v1,Bioinformatics 29 (2013) 2610-2616,none,stat.ML,Summary3440,0910.0610v2,2009-10-04T14:48:46Z,Regularization Techniques for Learning with Matrices,"Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari",http://arxiv.org/pdf/0910.0610v2,No journal ref found,none,cs.LG,Summary3441,1002.4802v2,2010-02-25T15:10:06Z,Gaussian Process Structural Equation Models with Latent Variables,"Ricardo Silva, Robert B. Gramacy",http://arxiv.org/pdf/1002.4802v2,No journal ref found,none,cs.LG,Summary3442,1104.0729v4,2011-04-05T04:28:51Z,Online and Batch Learning Algorithms for Data with Missing Features,"Afshin Rostamizadeh, Alekh Agarwal, Peter Bartlett",http://arxiv.org/pdf/1104.0729v4,27th Conference on Uncertainty in Artificial Intelligence (UAI 2011),none,cs.LG,Summary3443,1104.1990v3,2011-04-11T16:38:50Z,Adaptive Evolutionary Clustering,"Kevin S. Xu, Mark Kliger, Alfred O. Hero III",http://arxiv.org/pdf/1104.1990v3,Data Mining and Knowledge Discovery 28 (2014) 304-336,none,cs.LG,Summary3444,1104.4512v1,2011-04-22T22:01:14Z,Robust Clustering Using Outlier-Sparsity Regularization,"Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis",http://arxiv.org/pdf/1104.4512v1,No journal ref found,none,stat.ML,Summary3445,1104.4803v4,2011-04-25T20:33:55Z,Clustering Partially Observed Graphs via Convex Optimization,"Yudong Chen, Ali Jalali, Sujay Sanghavi, Huan Xu",http://arxiv.org/pdf/1104.4803v4,"Journal of Machine Learning Research, vol. 15, pp. 2213-2238, 2014",none,cs.LG,Summary3446,1104.5687v2,2011-04-29T17:45:50Z,Preference elicitation and inverse reinforcement learning,"Constantin Rothkopf, Christos Dimitrakakis",http://arxiv.org/pdf/1104.5687v2,No journal ref found,none,stat.ML,Summary3447,1111.0352v2,2011-11-02T00:09:18Z,Revisiting k-means: New Algorithms via Bayesian Nonparametrics,"Brian Kulis, Michael I. Jordan",http://arxiv.org/pdf/1111.0352v2,No journal ref found,none,cs.LG,Summary3448,1111.5479v2,2011-11-23T12:47:50Z,The Graphical Lasso: New Insights and Alternatives,"Rahul Mazumder, Trevor Hastie",http://arxiv.org/pdf/1111.5479v2,No journal ref found,none,stat.ML,Summary3449,1111.6201v4,2011-11-26T23:36:40Z,Learning a Factor Model via Regularized PCA,"Yi-Hao Kao, Benjamin Van Roy",http://arxiv.org/pdf/1111.6201v4,"Machine Learning, Volume 91, Number 3, pp. 279-303 (2013)",none,cs.LG,Summary3450,1111.6473v1,2011-11-28T15:28:53Z,A kernel-based framework for learning graded relations from data,"Willem Waegeman, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Michiel Stock, Bernard De Baets",http://arxiv.org/pdf/1111.6473v1,No journal ref found,none,stat.ML,Summary3451,1111.6925v1,2011-11-29T18:33:01Z,Structure Learning of Probabilistic Graphical Models: A Comprehensive Survey,Yang Zhou,http://arxiv.org/pdf/1111.6925v1,No journal ref found,none,stat.ML,Summary3452,1109.0455v1,2011-09-02T14:27:25Z,Gradient-based kernel dimension reduction for supervised learning,"Kenji Fukumizu, Chenlei Leng",http://arxiv.org/pdf/1109.0455v1,No journal ref found,none,stat.ML,Summary3453,1109.0895v1,2011-08-31T21:40:00Z,Nonlinear Channel Estimation for OFDM System by Complex LS-SVM under High Mobility Conditions,"Anis Charrada, Abdelaziz Samet",http://arxiv.org/pdf/1109.0895v1,"International Journal of Wireless & Mobile Networks (IJWMN) Vol. 3, No. 4, August 2011",none,cs.LG,Summary3454,1109.1990v1,2011-09-09T13:01:41Z,Trace Lasso: a trace norm regularization for correlated designs,"Edouard Grave, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1109.1990v1,"Neural Information Processing Systems, Spain (2012)",none,cs.LG,Summary3455,1109.2397v2,2011-09-12T08:23:02Z,Structured sparsity through convex optimization,"Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski",http://arxiv.org/pdf/1109.2397v2,No journal ref found,none,cs.LG,Summary3456,1109.3248v1,2011-09-15T03:12:36Z,Reconstruction of sequential data with density models,Miguel Á. Carreira-Perpiñán,http://arxiv.org/pdf/1109.3248v1,No journal ref found,none,cs.LG,Summary3457,1109.5311v1,2011-09-24T22:14:46Z,Bias Plus Variance Decomposition for Survival Analysis Problems,Marina Sapir,http://arxiv.org/pdf/1109.5311v1,No journal ref found,none,cs.LG,Summary3458,1109.5894v1,2011-09-27T13:58:39Z,Learning Item Trees for Probabilistic Modelling of Implicit Feedback,"Andriy Mnih, Yee Whye Teh",http://arxiv.org/pdf/1109.5894v1,No journal ref found,none,cs.LG,Summary3459,1204.0047v2,2012-03-30T23:39:29Z,A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization,"Ali Jalali, Javad Azimi, Xiaoli Fern, Ruofei Zhang",http://arxiv.org/pdf/1204.0047v2,No journal ref found,none,cs.LG,Summary3460,1204.1276v4,2012-04-05T16:59:29Z,Distribution-Dependent Sample Complexity of Large Margin Learning,"Sivan Sabato, Nathan Srebro, Naftali Tishby",http://arxiv.org/pdf/1204.1276v4,"S. Sabato, N. Srebro and N. Tishby, ""Distribution-Dependent Sample Complexity of Large Margin Learning"", Journal of Machine Learning Research, 14(Jul):2119-2149, 2013",none,stat.ML,Summary3461,1204.1624v1,2012-04-07T12:17:03Z,UCB Algorithm for Exponential Distributions,"Wassim Jouini, Christophe Moy",http://arxiv.org/pdf/1204.1624v1,No journal ref found,none,stat.ML,Summary3462,1204.2069v4,2012-04-10T07:50:07Z,Asymptotic Accuracy of Distribution-Based Estimation for Latent Variables,Keisuke Yamazaki,http://arxiv.org/pdf/1204.2069v4,No journal ref found,none,stat.ML,Summary3463,1204.3523v1,2012-04-16T15:25:50Z,Efficient Protocols for Distributed Classification and Optimization,"Hal Daume III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian",http://arxiv.org/pdf/1204.3523v1,No journal ref found,none,cs.LG,Summary3464,1204.4710v2,2012-04-20T19:26:05Z,Regret in Online Combinatorial Optimization,"Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi",http://arxiv.org/pdf/1204.4710v2,No journal ref found,none,cs.LG,Summary3465,1204.5043v2,2012-04-23T12:35:56Z,Sparse Prediction with the $k$-Support Norm,"Andreas Argyriou, Rina Foygel, Nathan Srebro",http://arxiv.org/pdf/1204.5043v2,No journal ref found,none,stat.ML,Summary3466,1204.5721v2,2012-04-25T18:04:32Z,Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems,"Sébastien Bubeck, Nicolò Cesa-Bianchi",http://arxiv.org/pdf/1204.5721v2,No journal ref found,none,cs.LG,Summary3467,1204.6509v1,2012-04-29T19:31:15Z,Dissimilarity Clustering by Hierarchical Multi-Level Refinement,"Brieuc Conan-Guez, Fabrice Rossi",http://arxiv.org/pdf/1204.6509v1,No journal ref found,none,stat.ML,Summary3468,1204.6583v1,2012-04-30T09:53:08Z,A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems,"Takafumi Kanamori, Akiko Takeda, Taiji Suzuki",http://arxiv.org/pdf/1204.6583v1,No journal ref found,none,stat.ML,Summary3469,1204.6703v4,2012-04-30T17:06:06Z,A Spectral Algorithm for Latent Dirichlet Allocation,"Animashree Anandkumar, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Yi-Kai Liu",http://arxiv.org/pdf/1204.6703v4,No journal ref found,none,cs.LG,Summary3470,1209.0029v3,2012-08-31T22:50:00Z,Statistically adaptive learning for a general class of cost functions (SA L-BFGS),"Stephen Purpura, Dustin Hillard, Mark Hubenthal, Jim Walsh, Scott Golder, Scott Smith",http://arxiv.org/pdf/1209.0029v3,No journal ref found,none,cs.LG,Summary3471,1209.0521v1,2012-09-04T03:15:53Z,Efficient EM Training of Gaussian Mixtures with Missing Data,"Olivier Delalleau, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1209.0521v1,No journal ref found,none,cs.LG,Summary3472,1209.0738v3,2012-09-04T19:06:51Z,Sparse coding for multitask and transfer learning,"Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes",http://arxiv.org/pdf/1209.0738v3,No journal ref found,none,cs.LG,Summary3473,1209.1077v1,2012-09-05T19:10:09Z,Learning Probability Measures with respect to Optimal Transport Metrics,"Guillermo D. Canas, Lorenzo Rosasco",http://arxiv.org/pdf/1209.1077v1,No journal ref found,none,cs.LG,Summary3474,1209.1086v3,2012-09-05T19:48:59Z,Robustness and Generalization for Metric Learning,"Aurélien Bellet, Amaury Habrard",http://arxiv.org/pdf/1209.1086v3,"Neurocomputing,151(1):259-267, 2015",none,cs.LG,Summary3475,1209.1121v4,2012-09-05T21:18:03Z,Learning Manifolds with K-Means and K-Flats,"Guillermo D. Canas, Tomaso Poggio, Lorenzo Rosasco",http://arxiv.org/pdf/1209.1121v4,No journal ref found,none,cs.LG,Summary3476,1209.1360v2,2012-09-06T18:22:25Z,Multiclass Learning with Simplex Coding,"Youssef Mroueh, Tomaso Poggio, Lorenzo Rosasco, Jean-Jacques Slotine",http://arxiv.org/pdf/1209.1360v2,No journal ref found,none,stat.ML,Summary3477,1209.1450v1,2012-09-07T06:28:42Z,On spatial selectivity and prediction across conditions with fMRI,"Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion",http://arxiv.org/pdf/1209.1450v1,No journal ref found,none,stat.ML,Summary3478,1209.1688v4,2012-09-08T04:42:18Z,Rank Centrality: Ranking from Pair-wise Comparisons,"Sahand Negahban, Sewoong Oh, Devavrat Shah",http://arxiv.org/pdf/1209.1688v4,No journal ref found,none,cs.LG,Summary3479,1209.1727v1,2012-09-08T15:22:07Z,Bandits with heavy tail,"Sébastien Bubeck, Nicolò Cesa-Bianchi, Gábor Lugosi",http://arxiv.org/pdf/1209.1727v1,No journal ref found,none,stat.ML,Summary3480,1209.2139v2,2012-09-10T20:13:42Z,Fused Multiple Graphical Lasso,"Sen Yang, Zhaosong Lu, Xiaotong Shen, Peter Wonka, Jieping Ye",http://arxiv.org/pdf/1209.2139v2,No journal ref found,none,cs.LG,Summary3481,1209.2434v1,2012-09-11T20:37:02Z,Query Complexity of Derivative-Free Optimization,"Kevin G. Jamieson, Robert D. Nowak, Benjamin Recht",http://arxiv.org/pdf/1209.2434v1,No journal ref found,none,stat.ML,Summary3482,1209.2784v1,2012-09-13T06:14:31Z,Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL,"Nishant A. Mehta, Dongryeol Lee, Alexander G. Gray",http://arxiv.org/pdf/1209.2784v1,No journal ref found,none,cs.LG,Summary3483,1209.3761v1,2012-09-17T19:52:38Z,Generalized Canonical Correlation Analysis for Disparate Data Fusion,"Ming Sun, Carey E. Priebe, Minh Tang",http://arxiv.org/pdf/1209.3761v1,No journal ref found,none,stat.ML,Summary3484,1209.4825v2,2012-09-21T14:14:35Z,Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data,"Tapio Pahikkala, Antti Airola, Michiel Stock, Bernard De Baets, Willem Waegeman",http://arxiv.org/pdf/1209.4825v2,No journal ref found,none,cs.LG,Summary3485,1209.5019v1,2012-09-22T21:01:06Z,A Bayesian Nonparametric Approach to Image Super-resolution,"Gungor Polatkan, Mingyuan Zhou, Lawrence Carin, David Blei, Ingrid Daubechies",http://arxiv.org/pdf/1209.5019v1,No journal ref found,none,cs.LG,Summary3486,1209.5467v4,2012-09-25T01:33:01Z,Minimizing inter-subject variability in fNIRS based Brain Computer Interfaces via multiple-kernel support vector learning,"Berdakh Abibullaev, Jinung An, Seung-Hyun Lee, Sang-Hyeon Jin, Jeon-Il Moon",http://arxiv.org/pdf/1209.5467v4,No journal ref found,none,stat.ML,Summary3487,1209.5477v2,2012-09-25T02:54:49Z,Optimal Weighting of Multi-View Data with Low Dimensional Hidden States,"Yichao Lu, Dean P. Foster",http://arxiv.org/pdf/1209.5477v2,No journal ref found,none,stat.ML,Summary3488,1209.5991v1,2012-09-26T16:31:32Z,Subset Selection for Gaussian Markov Random Fields,"Satyaki Mahalanabis, Daniel Stefankovic",http://arxiv.org/pdf/1209.5991v1,No journal ref found,none,cs.LG,Summary3489,1209.6342v1,2012-09-27T19:43:44Z,Sparse Ising Models with Covariates,"Jie Cheng, Elizaveta Levina, Pei Wang, Ji Zhu",http://arxiv.org/pdf/1209.6342v1,No journal ref found,none,stat.ML,Summary3490,1211.0025v2,2012-10-31T20:38:04Z,Venn-Abers predictors,"Vladimir Vovk, Ivan Petej",http://arxiv.org/pdf/1211.0025v2,No journal ref found,none,cs.LG,Summary3491,1211.0879v1,2012-11-05T14:48:15Z,Comparing K-Nearest Neighbors and Potential Energy Method in classification problem. A case study using KNN applet by E.M. Mirkes and real life benchmark data sets,Yanshan Shi,http://arxiv.org/pdf/1211.0879v1,No journal ref found,none,stat.ML,Summary3492,1211.0889v3,2012-11-02T07:42:54Z,APPLE: Approximate Path for Penalized Likelihood Estimators,"Yi Yu, Yang Feng",http://arxiv.org/pdf/1211.0889v3,No journal ref found,none,stat.ML,Summary3493,1211.1043v1,2012-11-05T21:40:38Z,Soft (Gaussian CDE) regression models and loss functions,Jose Hernandez-Orallo,http://arxiv.org/pdf/1211.1043v1,No journal ref found,none,cs.LG,Summary3494,1211.2304v1,2012-11-10T07:37:44Z,Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning,"Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Badrul Sarwar, Jean-David Ruvini",http://arxiv.org/pdf/1211.2304v1,No journal ref found,none,cs.LG,Summary3495,1211.3295v2,2012-11-14T12:56:06Z,Order-independent constraint-based causal structure learning,"Diego Colombo, Marloes H. Maathuis",http://arxiv.org/pdf/1211.3295v2,No journal ref found,none,stat.ML,Summary3496,1211.3966v3,2012-11-16T17:48:42Z,Lasso Screening Rules via Dual Polytope Projection,"Jie Wang, Peter Wonka, Jieping Ye",http://arxiv.org/pdf/1211.3966v3,No journal ref found,none,cs.LG,Summary3497,1211.4142v1,2012-11-17T18:28:30Z,Data Clustering via Principal Direction Gap Partitioning,"Ralph Abbey, Jeremy Diepenbrock, Amy Langville, Carl Meyer, Shaina Race, Dexin Zhou",http://arxiv.org/pdf/1211.4142v1,No journal ref found,none,stat.ML,Summary3498,1211.4246v5,2012-11-18T19:06:37Z,What Regularized Auto-Encoders Learn from the Data Generating Distribution,"Guillaume Alain, Yoshua Bengio",http://arxiv.org/pdf/1211.4246v5,No journal ref found,none,cs.LG,Summary3499,1211.4410v4,2012-11-19T13:33:55Z,Mixture Gaussian Process Conditional Heteroscedasticity,"Emmanouil A. Platanios, Sotirios P. Chatzis",http://arxiv.org/pdf/1211.4410v4,No journal ref found,none,cs.LG,Summary3500,1211.4753v1,2012-11-20T14:22:07Z,A unifying representation for a class of dependent random measures,"Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore, Sinead Williamson",http://arxiv.org/pdf/1211.4753v1,No journal ref found,none,stat.ML,Summary3501,1211.4798v1,2012-11-20T16:29:13Z,A survey of non-exchangeable priors for Bayesian nonparametric models,"Nicholas J. Foti, Sinead Williamson",http://arxiv.org/pdf/1211.4798v1,No journal ref found,none,stat.ML,Summary3502,1211.4888v1,2012-11-20T21:50:22Z,A Traveling Salesman Learns Bayesian Networks,"Tuhin Sahai, Stefan Klus, Michael Dellnitz",http://arxiv.org/pdf/1211.4888v1,No journal ref found,none,cs.LG,Summary3503,1211.5687v1,2012-11-24T17:51:57Z,Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions,"Heng Luo, Pierre Luc Carrier, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1211.5687v1,No journal ref found,none,cs.LG,Summary3504,1211.6085v5,2012-11-26T20:35:12Z,Random Projections for Linear Support Vector Machines,"Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas",http://arxiv.org/pdf/1211.6085v5,No journal ref found,none,cs.LG,Summary3505,1211.6158v1,2012-11-26T23:13:23Z,The Interplay Between Stability and Regret in Online Learning,"Ankan Saha, Prateek Jain, Ambuj Tewari",http://arxiv.org/pdf/1211.6158v1,No journal ref found,none,cs.LG,Summary3506,1211.6248v2,2012-11-27T09:36:22Z,A simple non-parametric Topic Mixture for Authors and Documents,Arnim Bleier,http://arxiv.org/pdf/1211.6248v2,No journal ref found,none,cs.LG,Summary3507,1211.6653v1,2012-11-28T16:50:23Z,Nonparametric Bayesian Mixed-effect Model: a Sparse Gaussian Process Approach,"Yuyang Wang, Roni Khardon",http://arxiv.org/pdf/1211.6653v1,No journal ref found,none,cs.LG,Summary3508,1301.0015v1,2012-12-31T21:07:21Z,Bethe Bounds and Approximating the Global Optimum,"Adrian Weller, Tony Jebara",http://arxiv.org/pdf/1301.0015v1,No journal ref found,none,cs.LG,Summary3509,1301.0104v1,2013-01-01T16:25:17Z,Policy Evaluation with Variance Related Risk Criteria in Markov Decision Processes,"Aviv Tamar, Dotan Di Castro, Shie Mannor",http://arxiv.org/pdf/1301.0104v1,"JMLR Workshop and Conference Proceedings 28 (3): 495-503, 2013",none,cs.LG,Summary3510,1301.0142v1,2013-01-01T22:52:22Z,Semi-Supervised Domain Adaptation with Non-Parametric Copulas,"David Lopez-Paz, José Miguel Hernández-Lobato, Bernhard Schölkopf",http://arxiv.org/pdf/1301.0142v1,No journal ref found,none,stat.ML,Summary3511,1301.0534v2,2013-01-03T19:49:14Z,"Follow the Leader If You Can, Hedge If You Must","Steven de Rooij, Tim van Erven, Peter D. Grünwald, Wouter M. Koolen",http://arxiv.org/pdf/1301.0534v2,"Journal of Machine Learning Research, vol 15, p. 1281-1316, 2014",none,cs.LG,Summary3512,1301.0554v1,2012-12-12T15:55:17Z,Tree-dependent Component Analysis,"Francis R. Bach, Michael I. Jordan",http://arxiv.org/pdf/1301.0554v1,No journal ref found,none,cs.LG,Summary3513,1301.0562v1,2012-12-12T15:55:50Z,Continuation Methods for Mixing Heterogenous Sources,"Adrian Corduneanu, Tommi S. Jaakkola",http://arxiv.org/pdf/1301.0562v1,No journal ref found,none,cs.LG,Summary3514,1301.0565v1,2012-12-12T15:56:02Z,An Information-Theoretic External Cluster-Validity Measure,Byron E Dom,http://arxiv.org/pdf/1301.0565v1,No journal ref found,none,cs.LG,Summary3515,1301.0578v1,2012-12-12T15:56:54Z,Dimension Correction for Hierarchical Latent Class Models,"Tomas Kocka, Nevin Lianwen Zhang",http://arxiv.org/pdf/1301.0578v1,No journal ref found,none,cs.LG,Summary3516,1301.0579v1,2012-12-12T15:56:58Z,Almost-everywhere algorithmic stability and generalization error,"Samuel Kutin, Partha Niyogi",http://arxiv.org/pdf/1301.0579v1,No journal ref found,none,cs.LG,Summary3517,1301.0586v1,2012-12-12T15:57:27Z,Staged Mixture Modelling and Boosting,"Christopher Meek, Bo Thiesson, David Heckerman",http://arxiv.org/pdf/1301.0586v1,No journal ref found,none,cs.LG,Summary3518,1301.0593v1,2012-12-12T15:57:54Z,Bayesian Network Classifiers in a High Dimensional Framework,"Tatjana Pavlenko, Dietrich von Rosen",http://arxiv.org/pdf/1301.0593v1,No journal ref found,none,cs.LG,Summary3519,1301.0599v1,2012-12-12T15:58:17Z,Advances in Boosting (Invited Talk),Robert E. Schapire,http://arxiv.org/pdf/1301.0599v1,No journal ref found,none,cs.LG,Summary3520,1301.0601v1,2012-12-12T15:58:25Z,Reinforcement Learning with Partially Known World Dynamics,Christian R. Shelton,http://arxiv.org/pdf/1301.0601v1,No journal ref found,none,cs.LG,Summary3521,1301.0602v1,2012-12-12T15:58:30Z,Unsupervised Active Learning in Large Domains,"Harald Steck, Tommi S. Jaakkola",http://arxiv.org/pdf/1301.0602v1,No journal ref found,none,cs.LG,Summary3522,1301.0610v1,2012-12-12T15:59:01Z,A New Class of Upper Bounds on the Log Partition Function,"Martin Wainwright, Tommi S. Jaakkola, Alan Willsky",http://arxiv.org/pdf/1301.0610v1,No journal ref found,none,cs.LG,Summary3523,1301.0725v1,2013-01-04T13:56:25Z,The Sum-over-Forests density index: identifying dense regions in a graph,"Mathieu Senelle, Silvia Garcia-Diez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss",http://arxiv.org/pdf/1301.0725v1,No journal ref found,none,cs.LG,Summary3524,1301.1254v1,2013-01-07T16:39:09Z,Dynamical Models and Tracking Regret in Online Convex Programming,"Eric C. Hall, Rebecca M. Willett",http://arxiv.org/pdf/1301.1254v1,No journal ref found,none,stat.ML,Summary3525,1301.1722v1,2013-01-08T23:45:06Z,Linear Bandits in High Dimension and Recommendation Systems,"Yash Deshpande, Andrea Montanari",http://arxiv.org/pdf/1301.1722v1,No journal ref found,none,cs.LG,Summary3526,1301.1942v2,2013-01-09T18:26:56Z,Bayesian Optimization in a Billion Dimensions via Random Embeddings,"Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas",http://arxiv.org/pdf/1301.1942v2,No journal ref found,none,stat.ML,Summary3527,1301.2015v1,2013-01-10T02:02:01Z,Heteroscedastic Relevance Vector Machine,"Daniel Khashabi, Mojtaba Ziyadi, Feng Liang",http://arxiv.org/pdf/1301.2015v1,No journal ref found,none,stat.ML,Summary3528,1301.2115v1,2013-01-10T13:29:17Z,Domain Generalization via Invariant Feature Representation,"Krikamol Muandet, David Balduzzi, Bernhard Schölkopf",http://arxiv.org/pdf/1301.2115v1,No journal ref found,none,stat.ML,Summary3529,1301.2278v1,2013-01-10T16:24:10Z,Discovering Multiple Constraints that are Frequently Approximately Satisfied,"Geoffrey E. Hinton, Yee Whye Teh",http://arxiv.org/pdf/1301.2278v1,No journal ref found,none,cs.LG,Summary3530,1301.2284v1,2013-01-10T16:24:36Z,Classifier Learning with Supervised Marginal Likelihood,"Petri Kontkanen, Petri Myllymaki, Henry Tirri",http://arxiv.org/pdf/1301.2284v1,No journal ref found,none,cs.LG,Summary3531,1301.2286v1,2013-01-10T16:24:45Z,Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk,"John Lafferty, Larry A. Wasserman",http://arxiv.org/pdf/1301.2286v1,No journal ref found,none,cs.LG,Summary3532,1301.2316v1,2013-01-10T16:26:57Z,Cross-covariance modelling via DAGs with hidden variables,"Jacob A. Wegelin, Thomas S. Richardson",http://arxiv.org/pdf/1301.2316v1,No journal ref found,none,cs.LG,Summary3533,1301.2655v1,2013-01-12T07:46:24Z,Functional Regularized Least Squares Classi cation with Operator-valued Kernels,"Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos, Alain Rakotomamonjy",http://arxiv.org/pdf/1301.2655v1,"28th International Conference on Machine Learning (ICML), Seattle : United States (2011)",none,cs.LG,Summary3534,1301.2656v1,2013-01-12T07:46:56Z,Multiple functional regression with both discrete and continuous covariates,"Hachem Kadri, Philippe Preux, Emmanuel Duflos, Stéphane Canu",http://arxiv.org/pdf/1301.2656v1,"2nd International Workshop on Functional and Operatorial Statistics (IWFOS), Santander : Spain (2011)",none,stat.ML,Summary3535,1301.3192v1,2013-01-15T00:54:38Z,Matrix Approximation under Local Low-Rank Assumption,"Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer",http://arxiv.org/pdf/1301.3192v1,No journal ref found,none,cs.LG,Summary3536,1301.3568v3,2013-01-16T03:21:27Z,Joint Training Deep Boltzmann Machines for Classification,"Ian J. Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1301.3568v3,No journal ref found,none,stat.ML,Summary3537,1301.3838v1,2013-01-16T15:49:03Z,Variational Relevance Vector Machines,"Christopher M. Bishop, Michael Tipping",http://arxiv.org/pdf/1301.3838v1,No journal ref found,none,cs.LG,Summary3538,1301.3843v1,2013-01-16T15:49:23Z,Bayesian Classification and Feature Selection from Finite Data Sets,"Frans Coetzee, Steve Lawrence, C. Lee Giles",http://arxiv.org/pdf/1301.3843v1,No journal ref found,none,cs.LG,Summary3539,1301.3849v1,2013-01-16T15:49:46Z,Experiments with Random Projection,Sanjoy Dasgupta,http://arxiv.org/pdf/1301.3849v1,No journal ref found,none,cs.LG,Summary3540,1301.3850v1,2013-01-16T15:49:50Z,A Two-round Variant of EM for Gaussian Mixtures,"Sanjoy Dasgupta, Leonard Schulman",http://arxiv.org/pdf/1301.3850v1,No journal ref found,none,cs.LG,Summary3541,1301.3851v1,2013-01-16T15:49:54Z,Minimum Message Length Clustering Using Gibbs Sampling,Ian Davidson,http://arxiv.org/pdf/1301.3851v1,No journal ref found,none,cs.LG,Summary3542,1301.3865v1,2013-01-16T15:50:50Z,Feature Selection and Dualities in Maximum Entropy Discrimination,"Tony S. Jebara, Tommi S. Jaakkola",http://arxiv.org/pdf/1301.3865v1,No journal ref found,none,cs.LG,Summary3543,1301.3891v1,2013-01-16T15:52:33Z,Combining Feature and Prototype Pruning by Uncertainty Minimization,"Marc Sebban, Richard Nock",http://arxiv.org/pdf/1301.3891v1,No journal ref found,none,cs.LG,Summary3544,1301.3896v1,2013-01-16T15:52:53Z,An Uncertainty Framework for Classification,"Loo-Nin Teow, Kia-Fock Loe",http://arxiv.org/pdf/1301.3896v1,No journal ref found,none,cs.LG,Summary3545,1301.3966v1,2013-01-17T02:15:49Z,Efficient Sample Reuse in Policy Gradients with Parameter-based Exploration,"Tingting Zhao, Hirotaka Hachiya, Voot Tangkaratt, Jun Morimoto, Masashi Sugiyama",http://arxiv.org/pdf/1301.3966v1,No journal ref found,none,cs.LG,Summary3546,1301.4293v2,2013-01-18T04:37:30Z,Latent Relation Representations for Universal Schemas,"Sebastian Riedel, Limin Yao, Andrew McCallum",http://arxiv.org/pdf/1301.4293v2,No journal ref found,none,cs.LG,Summary3547,1301.5088v1,2013-01-22T07:10:34Z,Piecewise Linear Multilayer Perceptrons and Dropout,Ian J. Goodfellow,http://arxiv.org/pdf/1301.5088v1,No journal ref found,none,stat.ML,Summary3548,1301.5112v1,2013-01-22T09:00:28Z,Active Learning on Trees and Graphs,"Nicolo Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella",http://arxiv.org/pdf/1301.5112v1,No journal ref found,none,cs.LG,Summary3549,1301.5220v2,2013-01-22T16:11:33Z,Properties of the Least Squares Temporal Difference learning algorithm,Kamil Ciosek,http://arxiv.org/pdf/1301.5220v2,No journal ref found,none,stat.ML,Summary3550,1301.5332v1,2013-01-22T21:10:53Z,Online Learning with Pairwise Loss Functions,"Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones",http://arxiv.org/pdf/1301.5332v1,No journal ref found,none,stat.ML,Summary3551,1301.5650v2,2013-01-23T21:18:07Z,Regularization and nonlinearities for neural language models: when are they needed?,"Marius Pachitariu, Maneesh Sahani",http://arxiv.org/pdf/1301.5650v2,No journal ref found,none,stat.ML,Summary3552,1301.6676v1,2013-01-23T15:56:44Z,Inferring Parameters and Structure of Latent Variable Models by Variational Bayes,Hagai Attias,http://arxiv.org/pdf/1301.6676v1,No journal ref found,none,cs.LG,Summary3553,1301.6677v1,2013-01-23T15:56:48Z,Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions,"Katy S. Azoury, Manfred K. Warmuth",http://arxiv.org/pdf/1301.6677v1,No journal ref found,none,cs.LG,Summary3554,1301.6685v2,2013-01-23T15:57:18Z,Fast Learning from Sparse Data,"David Maxwell Chickering, David Heckerman",http://arxiv.org/pdf/1301.6685v2,No journal ref found,none,cs.LG,Summary3555,1301.6697v2,2013-01-23T15:58:09Z,Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions,"Dan Geiger, David Heckerman",http://arxiv.org/pdf/1301.6697v2,No journal ref found,none,cs.LG,Summary3556,1301.6710v1,2013-01-23T15:59:02Z,On Supervised Selection of Bayesian Networks,"Petri Kontkanen, Petri Myllymaki, Tomi Silander, Henry Tirri",http://arxiv.org/pdf/1301.6710v1,No journal ref found,none,cs.LG,Summary3557,1301.6730v1,2013-01-23T16:00:21Z,Accelerating EM: An Empirical Study,"Luis E. Ortiz, Leslie Pack Kaelbling",http://arxiv.org/pdf/1301.6730v1,No journal ref found,none,cs.LG,Summary3558,1301.6731v1,2013-01-23T16:00:25Z,Variational Learning in Mixed-State Dynamic Graphical Models,"Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huang",http://arxiv.org/pdf/1301.6731v1,No journal ref found,none,cs.LG,Summary3559,1301.6738v1,2013-01-23T16:00:53Z,Approximate Learning in Complex Dynamic Bayesian Networks,"Raffaella Settimi, Jim Q. Smith, A. S. Gargoum",http://arxiv.org/pdf/1301.6738v1,No journal ref found,none,cs.LG,Summary3560,1301.6944v1,2013-01-29T15:09:56Z,On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods,"Andreas Christmann, Robert Hable",http://arxiv.org/pdf/1301.6944v1,No journal ref found,none,stat.ML,Summary3561,1301.7375v1,2013-01-30T15:03:47Z,Learning by Transduction,"Alex Gammerman, Volodya Vovk, Vladimir Vapnik",http://arxiv.org/pdf/1301.7375v1,No journal ref found,none,cs.LG,Summary3562,1301.7376v1,2013-01-30T15:03:52Z,Graphical Models and Exponential Families,"Dan Geiger, Christopher Meek",http://arxiv.org/pdf/1301.7376v1,No journal ref found,none,cs.LG,Summary3563,1301.7378v1,2013-01-30T15:04:02Z,Minimum Encoding Approaches for Predictive Modeling,"Peter D Grunwald, Petri Kontkanen, Petri Myllymaki, Tomi Silander, Henry Tirri",http://arxiv.org/pdf/1301.7378v1,No journal ref found,none,cs.LG,Summary3564,1301.7390v1,2013-01-30T15:04:59Z,Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results,"Wenxin Jiang, Martin A. Tanner",http://arxiv.org/pdf/1301.7390v1,No journal ref found,none,cs.LG,Summary3565,1301.7392v1,2013-01-30T15:05:09Z,Large Deviation Methods for Approximate Probabilistic Inference,"Michael Kearns, Lawrence Saul",http://arxiv.org/pdf/1301.7392v1,No journal ref found,none,cs.LG,Summary3566,1301.7393v1,2013-01-30T15:05:15Z,Mixture Representations for Inference and Learning in Boltzmann Machines,"Neil D. Lawrence, Christopher M. Bishop, Michael I. Jordan",http://arxiv.org/pdf/1301.7393v1,No journal ref found,none,cs.LG,Summary3567,1301.7401v2,2013-01-30T15:05:55Z,An Experimental Comparison of Several Clustering and Initialization Methods,"Marina Meila, David Heckerman",http://arxiv.org/pdf/1301.7401v2,No journal ref found,none,cs.LG,Summary3568,1301.7411v1,2013-01-30T15:06:43Z,On the Geometry of Bayesian Graphical Models with Hidden Variables,"Raffaella Settimi, Jim Q. Smith",http://arxiv.org/pdf/1301.7411v1,No journal ref found,none,cs.LG,Summary3569,1304.3285v4,2013-04-11T13:20:51Z,Scaling the Indian Buffet Process via Submodular Maximization,"Colorado Reed, Zoubin Ghahramani",http://arxiv.org/pdf/1304.3285v4,"In ICML 2013: JMLR W&CP 28 (3): 1013-1021, 2013",none,stat.ML,Summary3570,1304.3708v1,2013-04-12T19:09:56Z,Advice-Efficient Prediction with Expert Advice,"Yevgeny Seldin, Peter Bartlett, Koby Crammer",http://arxiv.org/pdf/1304.3708v1,No journal ref found,none,cs.LG,Summary3571,1304.3745v1,2013-04-12T22:23:53Z,Towards more accurate clustering method by using dynamic time warping,Khadoudja Ghanem,http://arxiv.org/pdf/1304.3745v1,"International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.3, No.2, March 2013",none,cs.LG,Summary3572,1304.4806v3,2013-04-17T13:06:59Z,Unsupervised model-free representation learning,Daniil Ryabko,http://arxiv.org/pdf/1304.4806v3,No journal ref found,none,cs.LG,Summary3573,1304.5299v4,2013-04-19T02:51:52Z,Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget,"Anoop Korattikara, Yutian Chen, Max Welling",http://arxiv.org/pdf/1304.5299v4,No journal ref found,none,cs.LG,Summary3574,1304.5350v3,2013-04-19T09:11:34Z,Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration,"Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis",http://arxiv.org/pdf/1304.5350v3,"Proceedings of ECML 2013, pp.225-240",none,cs.LG,Summary3575,1304.5504v6,2013-04-19T18:51:07Z,Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections,"Jianhui Chen, Tianbao Yang, Qihang Lin, Lijun Zhang, Yi Chang",http://arxiv.org/pdf/1304.5504v6,No journal ref found,none,cs.LG,Summary3576,1304.5575v2,2013-04-20T00:57:35Z,Inverse Density as an Inverse Problem: The Fredholm Equation Approach,"Qichao Que, Mikhail Belkin",http://arxiv.org/pdf/1304.5575v2,No journal ref found,none,cs.LG,Summary3577,1304.5678v1,2013-04-20T23:38:45Z,Analytic Feature Selection for Support Vector Machines,"Carly Stambaugh, Hui Yang, Felix Breuer",http://arxiv.org/pdf/1304.5678v1,No journal ref found,none,cs.LG,Summary3578,1304.5758v2,2013-04-21T15:58:56Z,Prior-free and prior-dependent regret bounds for Thompson Sampling,"Sébastien Bubeck, Che-Yu Liu",http://arxiv.org/pdf/1304.5758v2,No journal ref found,none,stat.ML,Summary3579,1304.6487v1,2013-04-24T06:37:07Z,Locally linear representation for subspace learning and clustering,"Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng",http://arxiv.org/pdf/1304.6487v1,"Electronics Letters 50 (13), 942-943, 2014",none,cs.LG,Summary3580,1304.7230v2,2013-04-26T16:56:30Z,Learning Densities Conditional on Many Interacting Features,"David C. Kessler, Jack Taylor, David B. Dunson",http://arxiv.org/pdf/1304.7230v2,No journal ref found,none,stat.ML,Summary3581,1304.8020v2,2013-04-30T14:59:49Z,Semi-Supervised Information-Maximization Clustering,"Daniele Calandriello, Gang Niu, Masashi Sugiyama",http://arxiv.org/pdf/1304.8020v2,No journal ref found,none,cs.LG,Summary3582,1307.0127v1,2013-06-29T16:36:30Z,Concentration and Confidence for Discrete Bayesian Sequence Predictors,"Tor Lattimore, Marcus Hutter, Peter Sunehag",http://arxiv.org/pdf/1307.0127v1,No journal ref found,none,cs.LG,Summary3583,1307.0414v1,2013-07-01T15:53:22Z,Challenges in Representation Learning: A report on three machine learning contests,"Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron Courville, Mehdi Mirza, Ben Hamner, Will Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Zhang Chuang, Yoshua Bengio",http://arxiv.org/pdf/1307.0414v1,No journal ref found,none,stat.ML,Summary3584,1307.0578v1,2013-07-02T02:54:09Z,A non-parametric conditional factor regression model for high-dimensional input and response,"Ava Bargi, Richard Yi Da Xu, Massimo Piccardi",http://arxiv.org/pdf/1307.0578v1,No journal ref found,none,stat.ML,Summary3585,1307.0781v1,2013-07-02T18:09:59Z,Distributed Online Big Data Classification Using Context Information,"Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1307.0781v1,No journal ref found,none,cs.LG,Summary3586,1307.0995v1,2013-07-03T12:54:25Z,An Efficient Model Selection for Gaussian Mixture Model in a Bayesian Framework,Ji Won Yoon,http://arxiv.org/pdf/1307.0995v1,No journal ref found,none,cs.LG,Summary3587,1307.1674v1,2013-07-05T17:39:40Z,Stochastic Optimization of PCA with Capped MSG,"Raman Arora, Andrew Cotter, Nathan Srebro",http://arxiv.org/pdf/1307.1674v1,No journal ref found,none,stat.ML,Summary3588,1307.1769v1,2013-07-06T10:17:44Z,Ensemble Methods for Multi-label Classification,"Lior Rokach, Alon Schclar, Ehud Itach",http://arxiv.org/pdf/1307.1769v1,No journal ref found,none,stat.ML,Summary3589,1307.1827v7,2013-07-07T01:38:16Z,Loss minimization and parameter estimation with heavy tails,"Daniel Hsu, Sivan Sabato",http://arxiv.org/pdf/1307.1827v7,"Journal of Machine Learning Research, 17(18):1--40, 2016",none,cs.LG,Summary3590,1307.1954v3,2013-07-08T06:10:58Z,B-tests: Low Variance Kernel Two-Sample Tests,"Wojciech Zaremba, Arthur Gretton, Matthew Blaschko",http://arxiv.org/pdf/1307.1954v3,No journal ref found,none,cs.LG,Summary3591,1307.2307v1,2013-07-08T23:52:55Z,Bridging Information Criteria and Parameter Shrinkage for Model Selection,"Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvarinen",http://arxiv.org/pdf/1307.2307v1,No journal ref found,none,stat.ML,Summary3592,1307.2312v1,2013-07-09T00:58:10Z,Bayesian Discovery of Multiple Bayesian Networks via Transfer Learning,"Diane Oyen, Terran Lane",http://arxiv.org/pdf/1307.2312v1,No journal ref found,none,stat.ML,Summary3593,1307.2611v1,2013-07-09T22:07:55Z,Controlling the Precision-Recall Tradeoff in Differential Dependency Network Analysis,"Diane Oyen, Alexandru Niculescu-Mizil, Rachel Ostroff, Alex Stewart, Vincent P. Clark",http://arxiv.org/pdf/1307.2611v1,No journal ref found,none,stat.ML,Summary3594,1307.3176v4,2013-07-11T16:36:29Z,"Fast gradient descent for drifting least squares regression, with application to bandits","Nathaniel Korda, Prashanth L. A., Rémi Munos",http://arxiv.org/pdf/1307.3176v4,No journal ref found,none,cs.LG,Summary3595,1307.3617v2,2013-07-13T07:00:00Z,MCMC Learning,"Varun Kanade, Elchanan Mossel",http://arxiv.org/pdf/1307.3617v2,No journal ref found,none,cs.LG,Summary3596,1307.3785v1,2013-07-14T22:06:12Z,Probabilistic inverse reinforcement learning in unknown environments,"Aristide C. Y. Tossou, Christos Dimitrakakis",http://arxiv.org/pdf/1307.3785v1,No journal ref found,none,stat.ML,Summary3597,1307.3846v1,2013-07-15T07:57:56Z,Bayesian Structured Prediction Using Gaussian Processes,"Sebastien Bratieres, Novi Quadrianto, Zoubin Ghahramani",http://arxiv.org/pdf/1307.3846v1,No journal ref found,none,stat.ML,Summary3598,1307.4145v2,2013-07-16T02:03:51Z,A Safe Screening Rule for Sparse Logistic Regression,"Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka, Jieping Ye",http://arxiv.org/pdf/1307.4145v2,No journal ref found,none,cs.LG,Summary3599,1307.4156v1,2013-07-16T03:09:13Z,Efficient Mixed-Norm Regularization: Algorithms and Safe Screening Methods,"Jie Wang, Jun Liu, Jieping Ye",http://arxiv.org/pdf/1307.4156v1,No journal ref found,none,cs.LG,Summary3600,1307.4514v2,2013-07-17T06:42:00Z,Supervised Metric Learning with Generalization Guarantees,Aurélien Bellet,http://arxiv.org/pdf/1307.4514v2,No journal ref found,none,cs.LG,Summary3601,1307.4564v1,2013-07-17T10:24:00Z,From Bandits to Experts: A Tale of Domination and Independence,"Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour",http://arxiv.org/pdf/1307.4564v1,No journal ref found,none,cs.LG,Summary3602,1307.5118v1,2013-07-19T03:00:39Z,Model-Based Policy Gradients with Parameter-Based Exploration by Least-Squares Conditional Density Estimation,"Syogo Mori, Voot Tangkaratt, Tingting Zhao, Jun Morimoto, Masashi Sugiyama",http://arxiv.org/pdf/1307.5118v1,No journal ref found,none,stat.ML,Summary3603,1307.5302v3,2013-07-19T18:26:34Z,Kernel Adaptive Metropolis-Hastings,"Dino Sejdinovic, Heiko Strathmann, Maria Lomeli Garcia, Christophe Andrieu, Arthur Gretton",http://arxiv.org/pdf/1307.5302v3,No journal ref found,none,stat.ML,Summary3604,1307.5599v1,2013-07-22T06:50:21Z,Performance comparison of State-of-the-art Missing Value Imputation Algorithms on Some Bench mark Datasets,M. Naresh Kumar,http://arxiv.org/pdf/1307.5599v1,No journal ref found,none,cs.LG,Summary3605,1307.5870v2,2013-07-22T20:23:29Z,Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery,"Cun Mu, Bo Huang, John Wright, Donald Goldfarb",http://arxiv.org/pdf/1307.5870v2,No journal ref found,none,stat.ML,Summary3606,1307.6143v2,2013-07-23T16:33:00Z,"Generative, Fully Bayesian, Gaussian, Openset Pattern Classifier",Niko Brummer,http://arxiv.org/pdf/1307.6143v2,No journal ref found,none,stat.ML,Summary3607,1307.6515v1,2013-07-24T18:17:53Z,Cluster Trees on Manifolds,"Sivaraman Balakrishnan, Srivatsan Narayanan, Alessandro Rinaldo, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1307.6515v1,No journal ref found,none,stat.ML,Summary3608,1307.6616v1,2013-07-25T00:48:04Z,Does generalization performance of $l^q$ regularization learning depend on $q$? A negative example,"Shaobo Lin, Chen Xu, Jingshan Zeng, Jian Fang",http://arxiv.org/pdf/1307.6616v1,No journal ref found,none,cs.LG,Summary3609,1307.6769v2,2013-07-25T15:03:40Z,Streaming Variational Bayes,"Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C. Wilson, Michael I. Jordan",http://arxiv.org/pdf/1307.6769v2,No journal ref found,none,stat.ML,Summary3610,1307.6887v1,2013-07-25T22:17:12Z,Sequential Transfer in Multi-armed Bandit with Finite Set of Models,"Mohammad Gheshlaghi Azar, Alessandro Lazaric, Emma Brunskill",http://arxiv.org/pdf/1307.6887v1,No journal ref found,none,stat.ML,Summary3611,1307.7024v1,2013-07-26T13:02:14Z,Multi-view Laplacian Support Vector Machines,Shiliang Sun,http://arxiv.org/pdf/1307.7024v1,No journal ref found,none,cs.LG,Summary3612,1307.7028v1,2013-07-26T13:24:31Z,Infinite Mixtures of Multivariate Gaussian Processes,Shiliang Sun,http://arxiv.org/pdf/1307.7028v1,No journal ref found,none,cs.LG,Summary3613,1307.7577v3,2013-07-29T13:45:58Z,Safe Screening With Variational Inequalities and Its Application to LASSO,"Jun Liu, Zheng Zhao, Jie Wang, Jieping Ye",http://arxiv.org/pdf/1307.7577v3,No journal ref found,none,cs.LG,Summary3614,1307.7981v1,2013-07-30T13:59:13Z,Likelihood-ratio calibration using prior-weighted proper scoring rules,"Niko Brümmer, George Doddington",http://arxiv.org/pdf/1307.7981v1,No journal ref found,none,stat.ML,Summary3615,1307.7993v1,2013-07-30T14:24:52Z,Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso,"Weiguang Wang, Yingbin Liang, Eric P. Xing",http://arxiv.org/pdf/1307.7993v1,No journal ref found,none,cs.LG,Summary3616,1307.8430v1,2013-07-31T19:18:11Z,Fast Simultaneous Training of Generalized Linear Models (FaSTGLZ),"Bryan R. Conroy, Jennifer M. Walz, Brian Cheung, Paul Sajda",http://arxiv.org/pdf/1307.8430v1,No journal ref found,none,cs.LG,Summary3617,1309.1193v2,2013-09-04T21:46:55Z,Confidence-constrained joint sparsity recovery under the Poisson noise model,"E. Chunikhina, R. Raich, T. Nguyen",http://arxiv.org/pdf/1309.1193v2,No journal ref found,none,stat.ML,Summary3618,1309.1761v1,2013-09-06T18:52:16Z,Convergence of Nearest Neighbor Pattern Classification with Selective Sampling,"Shaun N. Joseph, Seif Omar Abu Bakr, Gabriel Lugo",http://arxiv.org/pdf/1309.1761v1,No journal ref found,none,cs.LG,Summary3619,1309.2765v1,2013-09-11T08:59:07Z,Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance,"Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul",http://arxiv.org/pdf/1309.2765v1,No journal ref found,none,cs.LG,Summary3620,1309.3103v1,2013-09-12T10:39:50Z,Temporal Autoencoding Improves Generative Models of Time Series,"Chris Häusler, Alex Susemihl, Martin P Nawrot, Manfred Opper",http://arxiv.org/pdf/1309.3103v1,No journal ref found,none,stat.ML,Summary3621,1309.5643v3,2013-09-22T20:24:50Z,Multiple Instance Learning with Bag Dissimilarities,"Veronika Cheplygina, David M. J. Tax, Marco Loog",http://arxiv.org/pdf/1309.5643v3,Pattern Recognition 48.1 (2015): 264-275,none,stat.ML,Summary3622,1309.6786v4,2013-09-26T10:32:43Z,One-class Collaborative Filtering with Random Graphs: Annotated Version,"Ulrich Paquet, Noam Koenigstein",http://arxiv.org/pdf/1309.6786v4,No journal ref found,none,stat.ML,Summary3623,1309.6811v1,2013-09-26T12:26:53Z,Generative Multiple-Instance Learning Models For Quantitative Electromyography,"Tameem Adel, Benn Smith, Ruth Urner, Daniel Stashuk, Daniel J. Lizotte",http://arxiv.org/pdf/1309.6811v1,No journal ref found,none,cs.LG,Summary3624,1309.6812v1,2013-09-26T12:28:35Z,The Bregman Variational Dual-Tree Framework,"Saeed Amizadeh, Bo Thiesson, Milos Hauskrecht",http://arxiv.org/pdf/1309.6812v1,No journal ref found,none,cs.LG,Summary3625,1309.6813v1,2013-09-26T12:28:52Z,Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction,"Stephen Bach, Bert Huang, Ben London, Lise Getoor",http://arxiv.org/pdf/1309.6813v1,No journal ref found,none,cs.LG,Summary3626,1309.6814v1,2013-09-26T12:29:19Z,High-dimensional Joint Sparsity Random Effects Model for Multi-task Learning,"Krishnakumar Balasubramanian, Kai Yu, Tong Zhang",http://arxiv.org/pdf/1309.6814v1,No journal ref found,none,cs.LG,Summary3627,1309.6818v1,2013-09-26T12:35:03Z,Boosting in the presence of label noise,"Jakramate Bootkrajang, Ata Kaban",http://arxiv.org/pdf/1309.6818v1,No journal ref found,none,cs.LG,Summary3628,1309.6819v1,2013-09-26T12:35:19Z,Hilbert Space Embeddings of Predictive State Representations,"Byron Boots, Geoffrey Gordon, Arthur Gretton",http://arxiv.org/pdf/1309.6819v1,No journal ref found,none,cs.LG,Summary3629,1309.6821v1,2013-09-26T12:36:00Z,Sample Complexity of Multi-task Reinforcement Learning,"Emma Brunskill, Lihong Li",http://arxiv.org/pdf/1309.6821v1,No journal ref found,none,cs.LG,Summary3630,1309.6823v1,2013-09-26T12:36:30Z,Convex Relaxations of Bregman Divergence Clustering,"Hao Cheng, Xinhua Zhang, Dale Schuurmans",http://arxiv.org/pdf/1309.6823v1,No journal ref found,none,cs.LG,Summary3631,1309.6830v1,2013-09-26T12:39:01Z,Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens,"Ravi Ganti, Alexander G. Gray",http://arxiv.org/pdf/1309.6830v1,No journal ref found,none,cs.LG,Summary3632,1309.6831v1,2013-09-26T12:39:19Z,Batch-iFDD for Representation Expansion in Large MDPs,"Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan How",http://arxiv.org/pdf/1309.6831v1,No journal ref found,none,cs.LG,Summary3633,1309.6833v1,2013-09-26T12:40:19Z,Multiple Instance Learning by Discriminative Training of Markov Networks,"Hossein Hajimirsadeghi, Jinling Li, Greg Mori, Mohammad Zaki, Tarek Sayed",http://arxiv.org/pdf/1309.6833v1,No journal ref found,none,cs.LG,Summary3634,1309.6834v1,2013-09-26T12:40:36Z,Unsupervised Learning of Noisy-Or Bayesian Networks,"Yonatan Halpern, David Sontag",http://arxiv.org/pdf/1309.6834v1,No journal ref found,none,cs.LG,Summary3635,1309.6835v1,2013-09-26T12:41:06Z,Gaussian Processes for Big Data,"James Hensman, Nicolo Fusi, Neil D. Lawrence",http://arxiv.org/pdf/1309.6835v1,No journal ref found,none,cs.LG,Summary3636,1309.6838v1,2013-09-26T12:41:38Z,Inverse Covariance Estimation for High-Dimensional Data in Linear Time and Space: Spectral Methods for Riccati and Sparse Models,"Jean Honorio, Tommi S. Jaakkola",http://arxiv.org/pdf/1309.6838v1,No journal ref found,none,cs.LG,Summary3637,1309.6840v1,2013-09-26T12:42:25Z,Constrained Bayesian Inference for Low Rank Multitask Learning,"Oluwasanmi Koyejo, Joydeep Ghosh",http://arxiv.org/pdf/1309.6840v1,No journal ref found,none,cs.LG,Summary3638,1309.6847v1,2013-09-26T12:45:00Z,Learning Max-Margin Tree Predictors,"Ofer Meshi, Elad Eban, Gal Elidan, Amir Globerson",http://arxiv.org/pdf/1309.6847v1,No journal ref found,none,cs.LG,Summary3639,1309.6858v1,2013-09-26T12:49:02Z,The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models,"Novi Quadrianto, Viktoriia Sharmanska, David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1309.6858v1,No journal ref found,none,cs.LG,Summary3640,1309.6862v1,2013-09-26T12:50:04Z,Determinantal Clustering Processes - A Nonparametric Bayesian Approach to Kernel Based Semi-Supervised Clustering,"Amar Shah, Zoubin Ghahramani",http://arxiv.org/pdf/1309.6862v1,No journal ref found,none,cs.LG,Summary3641,1309.6868v1,2013-09-26T12:51:47Z,Approximate Kalman Filter Q-Learning for Continuous State-Space MDPs,"Charles Tripp, Ross D. Shachter",http://arxiv.org/pdf/1309.6868v1,No journal ref found,none,cs.LG,Summary3642,1309.6869v1,2013-09-26T12:52:20Z,Finite-Time Analysis of Kernelised Contextual Bandits,"Michal Valko, Nathaniel Korda, Remi Munos, Ilias Flaounas, Nelo Cristianini",http://arxiv.org/pdf/1309.6869v1,No journal ref found,none,cs.LG,Summary3643,1309.6875v1,2013-09-26T12:54:31Z,Active Learning with Expert Advice,"Peilin Zhao, Steven Hoi, Jinfeng Zhuang",http://arxiv.org/pdf/1309.6875v1,No journal ref found,none,cs.LG,Summary3644,1309.6876v1,2013-09-26T12:54:57Z,Bennett-type Generalization Bounds: Large-deviation Case and Faster Rate of Convergence,Chao Zhang,http://arxiv.org/pdf/1309.6876v1,No journal ref found,none,stat.ML,Summary3645,1309.7311v1,2013-09-27T17:53:57Z,Bayesian Inference in Sparse Gaussian Graphical Models,"Peter Orchard, Felix Agakov, Amos Storkey",http://arxiv.org/pdf/1309.7311v1,No journal ref found,none,stat.ML,Summary3646,1309.7676v1,2013-09-29T23:45:59Z,An upper bound on prototype set size for condensed nearest neighbor,Eric Christiansen,http://arxiv.org/pdf/1309.7676v1,No journal ref found,none,cs.LG,Summary3647,1310.0509v4,2013-10-01T22:34:18Z,Summary Statistics for Partitionings and Feature Allocations,"Işık Barış Fidaner, Ali Taylan Cemgil",http://arxiv.org/pdf/1310.0509v4,No journal ref found,none,cs.LG,Summary3648,1310.1363v3,2013-10-04T18:34:54Z,Weakly supervised clustering: Learning fine-grained signals from coarse labels,"Stefan Wager, Alexander Blocker, Niall Cardin",http://arxiv.org/pdf/1310.1363v3,"Annals of Applied Statistics 2015, Vol. 9, No. 2, 801-820",none,stat.ML,Summary3649,1310.1415v1,2013-10-04T22:33:35Z,Narrowing the Gap: Random Forests In Theory and In Practice,"Misha Denil, David Matheson, Nando de Freitas",http://arxiv.org/pdf/1310.1415v1,No journal ref found,none,stat.ML,Summary3650,1310.1518v1,2013-10-05T20:49:37Z,Contraction Principle based Robust Iterative Algorithms for Machine Learning,"Rangeet Mitra, Amit Kumar Mishra",http://arxiv.org/pdf/1310.1518v1,No journal ref found,none,cs.LG,Summary3651,1310.1757v2,2013-10-07T12:42:41Z,A Deep and Tractable Density Estimator,"Benigno Uria, Iain Murray, Hugo Larochelle",http://arxiv.org/pdf/1310.1757v2,No journal ref found,none,stat.ML,Summary3652,1310.1934v1,2013-10-07T20:05:52Z,Discriminative Features via Generalized Eigenvectors,"Nikos Karampatziakis, Paul Mineiro",http://arxiv.org/pdf/1310.1934v1,No journal ref found,none,cs.LG,Summary3653,1310.1949v2,2013-10-07T20:48:58Z,Least Squares Revisited: Scalable Approaches for Multi-class Prediction,"Alekh Agarwal, Sham M. Kakade, Nikos Karampatziakis, Le Song, Gregory Valiant",http://arxiv.org/pdf/1310.1949v2,No journal ref found,none,cs.LG,Summary3654,1310.3101v1,2013-10-11T12:14:00Z,Deep Multiple Kernel Learning,"Eric Strobl, Shyam Visweswaran",http://arxiv.org/pdf/1310.3101v1,IEEE 12th International Conference on Machine Learning and Applications (ICMLA 2013),none,stat.ML,Summary3655,1310.4252v1,2013-10-16T03:04:47Z,Multilabel Consensus Classification,"Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu",http://arxiv.org/pdf/1310.4252v1,No journal ref found,none,stat.ML,Summary3656,1310.4362v1,2013-10-16T13:13:45Z,Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects,"Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J Kangas, Pasi Soininen, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski",http://arxiv.org/pdf/1310.4362v1,No journal ref found,none,stat.ML,Summary3657,1310.4456v1,2013-10-16T17:33:34Z,"Inference, Sampling, and Learning in Copula Cumulative Distribution Networks",Stefan Douglas Webb,http://arxiv.org/pdf/1310.4456v1,No journal ref found,none,stat.ML,Summary3658,1310.4849v3,2013-10-17T20:34:04Z,On the Bayes-optimality of F-measure maximizers,"Willem Waegeman, Krzysztof Dembczynski, Arkadiusz Jachnik, Weiwei Cheng, Eyke Hullermeier",http://arxiv.org/pdf/1310.4849v3,JMLR 15 (2014) 3333-3388,none,stat.ML,Summary3659,1310.5007v1,2013-10-17T04:01:25Z,Online Classification Using a Voted RDA Method,"Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan",http://arxiv.org/pdf/1310.5007v1,No journal ref found,none,cs.LG,Summary3660,1310.5034v2,2013-10-18T14:31:02Z,A Theoretical and Experimental Comparison of the EM and SEM Algorithm,"Johannes Blömer, Kathrin Bujna, Daniel Kuntze",http://arxiv.org/pdf/1310.5034v2,No journal ref found,none,cs.LG,Summary3661,1310.5089v1,2013-10-18T16:44:05Z,Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods,"Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen",http://arxiv.org/pdf/1310.5089v1,"IEEE Signal Processing Magazine, 30(4), 16-29, 2013",none,stat.ML,Summary3662,1310.5095v1,2013-10-18T17:00:34Z,Regularization in Relevance Learning Vector Quantization Using l one Norms,"Martin Riedel, Marika Kästner, Fabrice Rossi, Thomas Villmann",http://arxiv.org/pdf/1310.5095v1,"21-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Bruges : Belgium (2013)",none,stat.ML,Summary3663,1310.5347v1,2013-10-20T16:58:57Z,Bayesian Extensions of Kernel Least Mean Squares,"Il Memming Park, Sohan Seth, Steven Van Vaerenbergh",http://arxiv.org/pdf/1310.5347v1,No journal ref found,none,stat.ML,Summary3664,1310.5738v1,2013-10-21T22:02:17Z,A Kernel for Hierarchical Parameter Spaces,"Frank Hutter, Michael A. Osborne",http://arxiv.org/pdf/1310.5738v1,No journal ref found,none,stat.ML,Summary3665,1310.6740v1,2013-10-24T14:15:39Z,Active Learning of Linear Embeddings for Gaussian Processes,"Roman Garnett, Michael A. Osborne, Philipp Hennig",http://arxiv.org/pdf/1310.6740v1,No journal ref found,none,stat.ML,Summary3666,1310.7048v1,2013-10-25T23:01:52Z,Scaling SVM and Least Absolute Deviations via Exact Data Reduction,"Jie Wang, Peter Wonka, Jieping Ye",http://arxiv.org/pdf/1310.7048v1,No journal ref found,none,cs.LG,Summary3667,1310.7780v2,2013-10-29T12:21:12Z,The Information Geometry of Mirror Descent,"Garvesh Raskutti, Sayan Mukherjee",http://arxiv.org/pdf/1310.7780v2,No journal ref found,none,stat.ML,Summary3668,1310.8004v1,2013-10-30T02:11:48Z,Online Ensemble Learning for Imbalanced Data Streams,"Boyu Wang, Joelle Pineau",http://arxiv.org/pdf/1310.8004v1,No journal ref found,none,cs.LG,Summary3669,1310.8243v1,2013-10-30T17:49:11Z,Para-active learning,"Alekh Agarwal, Leon Bottou, Miroslav Dudik, John Langford",http://arxiv.org/pdf/1310.8243v1,No journal ref found,none,cs.LG,Summary3670,1310.8320v1,2013-10-30T20:56:50Z,Safe and Efficient Screening For Sparse Support Vector Machine,"Zheng Zhao, Jun Liu",http://arxiv.org/pdf/1310.8320v1,No journal ref found,none,cs.LG,Summary3671,1310.8499v2,2013-10-31T13:47:30Z,Deep AutoRegressive Networks,"Karol Gregor, Ivo Danihelka, Andriy Mnih, Charles Blundell, Daan Wierstra",http://arxiv.org/pdf/1310.8499v2,"Karol Gregor, Ivo Danihelka, Andriy Mnih, Charles Blundell, Daan Wierstra. Deep AutoRegressive Networks. In Proceedings of the 31st International Conference on Machine Learning (ICML), JMLR: W&CP volume 32, 2014",none,cs.LG,Summary3672,1311.0222v2,2013-11-01T16:51:02Z,Online Learning with Multiple Operator-valued Kernels,"Julien Audiffren, Hachem Kadri",http://arxiv.org/pdf/1311.0222v2,No journal ref found,none,cs.LG,Summary3673,1311.0466v1,2013-11-03T13:51:55Z,Thompson Sampling for Complex Bandit Problems,"Aditya Gopalan, Shie Mannor, Yishay Mansour",http://arxiv.org/pdf/1311.0466v1,No journal ref found,none,stat.ML,Summary3674,1311.0468v1,2013-11-03T14:18:56Z,Thompson Sampling for Online Learning with Linear Experts,Aditya Gopalan,http://arxiv.org/pdf/1311.0468v1,No journal ref found,none,stat.ML,Summary3675,1311.0707v3,2013-11-04T14:13:27Z,Generative Modelling for Unsupervised Score Calibration,"Niko Brümmer, Daniel Garcia-Romero",http://arxiv.org/pdf/1311.0707v3,No journal ref found,none,stat.ML,Summary3676,1311.1040v2,2013-11-05T13:07:46Z,Combined Independent Component Analysis and Canonical Polyadic Decomposition via Joint Diagonalization,"Xiao-Feng Gong, Cheng-Yuan Wang, Ya-Na Hao, Qiu-Hua Lin",http://arxiv.org/pdf/1311.1040v2,No journal ref found,none,stat.ML,Summary3677,1311.1354v3,2013-11-06T11:25:42Z,How to Center Binary Deep Boltzmann Machines,"Jan Melchior, Asja Fischer, Laurenz Wiskott",http://arxiv.org/pdf/1311.1354v3,"Journal of Machine Learning Research, 17(99), 2016, 1:61",none,stat.ML,Summary3678,1311.1903v1,2013-11-08T08:44:11Z,Moment-based Uniform Deviation Bounds for $k$-means and Friends,"Matus Telgarsky, Sanjoy Dasgupta",http://arxiv.org/pdf/1311.1903v1,No journal ref found,none,cs.LG,Summary3679,1311.2241v1,2013-11-10T02:39:48Z,Learning Gaussian Graphical Models with Observed or Latent FVSs,"Ying Liu, Alan S. Willsky",http://arxiv.org/pdf/1311.2241v1,No journal ref found,none,cs.LG,Summary3680,1311.2503v1,2013-11-11T17:05:22Z,Predictable Feature Analysis,"Stefan Richthofer, Laurenz Wiskott",http://arxiv.org/pdf/1311.2503v1,No journal ref found,none,cs.LG,Summary3681,1311.2547v4,2013-11-11T19:50:51Z,Learning Mixtures of Linear Classifiers,"Yuekai Sun, Stratis Ioannidis, Andrea Montanari",http://arxiv.org/pdf/1311.2547v4,No journal ref found,none,cs.LG,Summary3682,1311.2838v2,2013-11-12T17:05:04Z,A PAC-Bayesian bound for Lifelong Learning,"Anastasia Pentina, Christoph H. Lampert",http://arxiv.org/pdf/1311.2838v2,No journal ref found,none,stat.ML,Summary3683,1311.3001v1,2013-11-13T02:23:34Z,Informed Source Separation: A Bayesian Tutorial,Kevin H. Knuth,http://arxiv.org/pdf/1311.3001v1,No journal ref found,none,stat.ML,Summary3684,1311.3287v2,2013-11-13T20:42:21Z,Nonparametric Estimation of Multi-View Latent Variable Models,"Le Song, Animashree Anandkumar, Bo Dai, Bo Xie",http://arxiv.org/pdf/1311.3287v2,No journal ref found,none,cs.LG,Summary3685,1311.3315v3,2013-11-13T21:33:05Z,Sparse Matrix Factorization,"Behnam Neyshabur, Rina Panigrahy",http://arxiv.org/pdf/1311.3315v3,No journal ref found,none,cs.LG,Summary3686,1311.3494v6,2013-11-14T13:21:15Z,Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation,Ohad Shamir,http://arxiv.org/pdf/1311.3494v6,No journal ref found,none,cs.LG,Summary3687,1311.4472v2,2013-11-18T17:56:28Z,A Component Lasso,"Nadine Hussami, Robert Tibshirani",http://arxiv.org/pdf/1311.4472v2,No journal ref found,none,stat.ML,Summary3688,1311.4803v2,2013-11-19T16:56:55Z,Beating the Minimax Rate of Active Learning with Prior Knowledge,"Lijun Zhang, Mehrdad Mahdavi, Rong Jin",http://arxiv.org/pdf/1311.4803v2,No journal ref found,none,cs.LG,Summary3689,1311.4825v3,2013-11-19T18:29:19Z,Gaussian Process Optimization with Mutual Information,"Emile Contal, Vianney Perchet, Nicolas Vayatis",http://arxiv.org/pdf/1311.4825v3,No journal ref found,none,stat.ML,Summary3690,1311.4833v1,2013-11-19T18:46:59Z,Domain Adaptation of Majority Votes via Perturbed Variation-based Label Transfer,Emilie Morvant,http://arxiv.org/pdf/1311.4833v1,Pattern Recognition Letters 2015,none,stat.ML,Summary3691,1311.5422v2,2013-11-20T16:45:51Z,Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis,"Nikhil Rao, Christopher Cox, Robert Nowak, Timothy Rogers",http://arxiv.org/pdf/1311.5422v2,No journal ref found,none,cs.LG,Summary3692,1311.5599v1,2013-11-21T22:16:00Z,Compressive Measurement Designs for Estimating Structured Signals in Structured Clutter: A Bayesian Experimental Design Approach,"Swayambhoo Jain, Akshay Soni, Jarvis Haupt",http://arxiv.org/pdf/1311.5599v1,No journal ref found,none,stat.ML,Summary3693,1311.6392v2,2013-11-25T18:31:40Z,A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees,"N. Denizcan Vanli, Suleyman S. Kozat",http://arxiv.org/pdf/1311.6392v2,No journal ref found,none,cs.LG,Summary3694,1311.6834v2,2013-11-26T22:13:37Z,Semi-Supervised Sparse Coding,"Jim Jing-Yan Wang, Xin Gao",http://arxiv.org/pdf/1311.6834v2,No journal ref found,none,stat.ML,Summary3695,1311.7184v1,2013-11-28T01:36:49Z,Using Multiple Samples to Learn Mixture Models,"Jason D Lee, Ran Gilad-Bachrach, Rich Caruana",http://arxiv.org/pdf/1311.7184v1,No journal ref found,none,stat.ML,Summary3696,1312.0286v2,2013-12-01T23:17:06Z,Efficient Learning and Planning with Compressed Predictive States,"William L. Hamilton, Mahdi Milani Fard, Joelle Pineau",http://arxiv.org/pdf/1312.0286v2,No journal ref found,none,cs.LG,Summary3697,1312.0624v2,2013-12-02T21:09:40Z,Efficient coordinate-descent for orthogonal matrices through Givens rotations,"Uri Shalit, Gal Chechik",http://arxiv.org/pdf/1312.0624v2,No journal ref found,none,cs.LG,Summary3698,1312.1099v1,2013-12-04T10:44:01Z,Multiscale Dictionary Learning for Estimating Conditional Distributions,"Francesca Petralia, Joshua Vogelstein, David B. Dunson",http://arxiv.org/pdf/1312.1099v1,"Proceeding of Neural Information Processing Systems, Lake Tahoe, Nevada December 2013",none,stat.ML,Summary3699,1312.2171v3,2013-12-08T03:40:47Z,bartMachine: Machine Learning with Bayesian Additive Regression Trees,"Adam Kapelner, Justin Bleich",http://arxiv.org/pdf/1312.2171v3,No journal ref found,none,stat.ML,Summary3700,1312.3386v2,2013-12-12T02:37:36Z,"Clustering for high-dimension, low-sample size data using distance vectors",Yoshikazu Terada,http://arxiv.org/pdf/1312.3386v2,No journal ref found,none,stat.ML,Summary3701,1312.3970v1,2013-12-13T21:59:00Z,An Extensive Evaluation of Filtering Misclassified Instances in Supervised Classification Tasks,"Michael R. Smith, Tony Martinez",http://arxiv.org/pdf/1312.3970v1,No journal ref found,none,cs.LG,Summary3702,1312.4426v1,2013-12-16T16:51:51Z,Optimization for Compressed Sensing: the Simplex Method and Kronecker Sparsification,"Robert Vanderbei, Han Liu, Lie Wang, Kevin Lin",http://arxiv.org/pdf/1312.4426v1,No journal ref found,none,stat.ML,Summary3703,1312.4527v1,2013-12-16T09:34:43Z,Probable convexity and its application to Correlated Topic Models,"Khoat Than, Tu Bao Ho",http://arxiv.org/pdf/1312.4527v1,No journal ref found,none,cs.LG,Summary3704,1312.4551v1,2013-12-16T21:03:28Z,Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs,"Armen E. Allahverdyan, Aram Galstyan",http://arxiv.org/pdf/1312.4551v1,No journal ref found,none,stat.ML,Summary3705,1312.4564v4,2013-12-16T21:22:46Z,Adaptive Stochastic Alternating Direction Method of Multipliers,"Peilin Zhao, Jinwei Yang, Tong Zhang, Ping Li",http://arxiv.org/pdf/1312.4564v4,No journal ref found,none,stat.ML,Summary3706,1312.4626v1,2013-12-17T03:33:08Z,Compact Random Feature Maps,"Raffay Hamid, Ying Xiao, Alex Gittens, Dennis DeCoste",http://arxiv.org/pdf/1312.4626v1,No journal ref found,none,stat.ML,Summary3707,1312.5258v2,2013-12-18T18:30:51Z,On the Challenges of Physical Implementations of RBMs,"Vincent Dumoulin, Ian J. Goodfellow, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1312.5258v2,"Proc. AAAI 2014, pp. 1199-1205",none,stat.ML,Summary3708,1312.5398v2,2013-12-19T03:24:58Z,Continuous Learning: Engineering Super Features With Feature Algebras,Michael Tetelman,http://arxiv.org/pdf/1312.5398v2,No journal ref found,none,cs.LG,Summary3709,1312.5412v3,2013-12-19T05:37:50Z,Approximated Infomax Early Stopping: Revisiting Gaussian RBMs on Natural Images,"Taichi Kiwaki, Takaki Makino, Kazuyuki Aihara",http://arxiv.org/pdf/1312.5412v3,No journal ref found,none,stat.ML,Summary3710,1312.5465v3,2013-12-19T10:10:02Z,Learning rates of $l^q$ coefficient regularization learning with Gaussian kernel,"Shaobo Lin, Jinshan Zeng, Jian Fang, Zongben Xu",http://arxiv.org/pdf/1312.5465v3,No journal ref found,none,cs.LG,Summary3711,1312.5578v4,2013-12-19T15:08:37Z,Multimodal Transitions for Generative Stochastic Networks,"Sherjil Ozair, Li Yao, Yoshua Bengio",http://arxiv.org/pdf/1312.5578v4,No journal ref found,none,cs.LG,Summary3712,1312.5766v2,2013-12-19T22:05:11Z,Structure-Aware Dynamic Scheduler for Parallel Machine Learning,"Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing",http://arxiv.org/pdf/1312.5766v2,No journal ref found,none,stat.ML,Summary3713,1312.5770v3,2013-12-19T22:15:40Z,Consistency of Causal Inference under the Additive Noise Model,"Samory Kpotufe, Eleni Sgouritsa, Dominik Janzing, Bernhard Schölkopf",http://arxiv.org/pdf/1312.5770v3,No journal ref found,none,cs.LG,Summary3714,1312.5857v5,2013-12-20T08:59:36Z,A Generative Product-of-Filters Model of Audio,"Dawen Liang, Matthew D. Hoffman, Gautham J. Mysore",http://arxiv.org/pdf/1312.5857v5,No journal ref found,none,stat.ML,Summary3715,1312.5921v2,2013-12-20T12:42:15Z,Group-sparse Embeddings in Collective Matrix Factorization,"Arto Klami, Guillaume Bouchard, Abhishek Tripathi",http://arxiv.org/pdf/1312.5921v2,No journal ref found,none,stat.ML,Summary3716,1312.6114v10,2013-12-20T20:58:10Z,Auto-Encoding Variational Bayes,"Diederik P Kingma, Max Welling",http://arxiv.org/pdf/1312.6114v10,No journal ref found,none,stat.ML,Summary3717,1312.6205v2,2013-12-21T04:53:56Z,Relaxations for inference in restricted Boltzmann machines,"Sida I. Wang, Roy Frostig, Percy Liang, Christopher D. Manning",http://arxiv.org/pdf/1312.6205v2,No journal ref found,none,stat.ML,Summary3718,1312.6956v1,2013-12-25T11:08:32Z,Joint segmentation of multivariate time series with hidden process regression for human activity recognition,"Faicel Chamroukhi, Samer Mohammed, Dorra Trabelsi, Latifa Oukhellou, Yacine Amirat",http://arxiv.org/pdf/1312.6956v1,"Neurocomputing, Volume 120, Pages 633-644, November 2013",none,stat.ML,Summary3719,1312.7308v1,2013-12-27T18:20:09Z,lil UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits,"Kevin Jamieson, Matthew Malloy, Robert Nowak, Sébastien Bubeck",http://arxiv.org/pdf/1312.7308v1,No journal ref found,none,stat.ML,Summary3720,1401.0304v2,2014-01-01T16:28:19Z,Learning without Concentration,Shahar Mendelson,http://arxiv.org/pdf/1401.0304v2,No journal ref found,none,cs.LG,Summary3721,1401.0376v1,2014-01-02T07:32:01Z,Generalization Bounds for Representative Domain Adaptation,"Chao Zhang, Lei Zhang, Wei Fan, Jieping Ye",http://arxiv.org/pdf/1401.0376v1,No journal ref found,none,cs.LG,Summary3722,1401.1895v1,2014-01-09T05:16:35Z,Efficient unimodality test in clustering by signature testing,"Mahdi Shahbaba, Soosan Beheshti",http://arxiv.org/pdf/1401.1895v1,No journal ref found,none,cs.LG,Summary3723,1401.1974v4,2014-01-09T12:08:07Z,Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts,"Vu Nguyen, Dinh Phung, XuanLong Nguyen, Svetha Venkatesh, Hung Hai Bui",http://arxiv.org/pdf/1401.1974v4,No journal ref found,none,cs.LG,Summary3724,1401.2304v1,2014-01-10T12:23:47Z,Lasso and equivalent quadratic penalized models,Stefan Hummelsheim,http://arxiv.org/pdf/1401.2304v1,No journal ref found,none,stat.ML,Summary3725,1401.2504v1,2014-01-11T06:14:53Z,Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression,"Yukun Bao, Tao Xiong, Zhongyi Hu",http://arxiv.org/pdf/1401.2504v1,No journal ref found,none,cs.LG,Summary3726,1401.2753v2,2014-01-13T08:47:44Z,Stochastic Optimization with Importance Sampling,"Peilin Zhao, Tong Zhang",http://arxiv.org/pdf/1401.2753v2,No journal ref found,none,stat.ML,Summary3727,1401.2955v1,2014-01-13T19:04:13Z,Binary Classifier Calibration: Bayesian Non-Parametric Approach,"Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht",http://arxiv.org/pdf/1401.2955v1,No journal ref found,none,stat.ML,Summary3728,1401.3390v1,2014-01-14T23:52:16Z,Binary Classifier Calibration: Non-parametric approach,"Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht",http://arxiv.org/pdf/1401.3390v1,No journal ref found,none,stat.ML,Summary3729,1401.3737v1,2014-01-15T20:50:00Z,Coordinate Descent with Online Adaptation of Coordinate Frequencies,"Tobias Glasmachers, Ürün Dogan",http://arxiv.org/pdf/1401.3737v1,No journal ref found,none,stat.ML,Summary3730,1401.4566v2,2014-01-18T17:07:38Z,Excess Risk Bounds for Exponentially Concave Losses,"Mehrdad Mahdavi, Rong Jin",http://arxiv.org/pdf/1401.4566v2,No journal ref found,none,cs.LG,Summary3731,1401.5636v1,2014-01-22T11:58:27Z,Causal Discovery in a Binary Exclusive-or Skew Acyclic Model: BExSAM,"Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara",http://arxiv.org/pdf/1401.5636v1,No journal ref found,none,stat.ML,Summary3732,1401.5899v3,2014-01-23T09:19:27Z,Kernel Least Mean Square with Adaptive Kernel Size,"Badong Chen, Junli Liang, Nanning Zheng, Jose C. Principe",http://arxiv.org/pdf/1401.5899v3,"Neurocomputing,2016",none,stat.ML,Summary3733,1401.6024v1,2014-01-23T16:02:19Z,Matrix factorization with Binary Components,"Martin Slawski, Matthias Hein, Pavlo Lutsik",http://arxiv.org/pdf/1401.6024v1,No journal ref found,none,stat.ML,Summary3734,1401.6413v2,2014-01-23T15:51:36Z,Predicting Nearly As Well As the Optimal Twice Differentiable Regressor,"N. Denizcan Vanli, Muhammed O. Sayin, Suleyman S. Kozat",http://arxiv.org/pdf/1401.6413v2,No journal ref found,none,cs.LG,Summary3735,1401.7620v1,2014-01-29T18:46:38Z,Bayesian nonparametric comorbidity analysis of psychiatric disorders,"Francisco J. R. Ruiz, Isabel Valera, Carlos Blanco, Fernando Perez-Cruz",http://arxiv.org/pdf/1401.7620v1,No journal ref found,none,stat.ML,Summary3736,1401.8008v1,2014-01-30T21:49:16Z,Support vector comparison machines,"Toby Dylan Hocking, Supaporn Spanurattana, Masashi Sugiyama",http://arxiv.org/pdf/1401.8008v1,No journal ref found,none,stat.ML,Summary3737,1401.8257v3,2014-01-31T18:49:42Z,Online Clustering of Bandits,"Claudio Gentile, Shuai Li, Giovanni Zappella",http://arxiv.org/pdf/1401.8257v3,No journal ref found,none,cs.LG,Summary3738,1405.0099v1,2014-05-01T05:27:51Z,Fast MLE Computation for the Dirichlet Multinomial,Max Sklar,http://arxiv.org/pdf/1405.0099v1,No journal ref found,none,stat.ML,Summary3739,1405.0586v3,2014-05-03T13:36:59Z,On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank,"Ambuj Tewari, Sougata Chaudhuri",http://arxiv.org/pdf/1405.0586v3,No journal ref found,none,cs.LG,Summary3740,1405.0591v1,2014-05-03T14:38:47Z,Perceptron-like Algorithms and Generalization Bounds for Learning to Rank,"Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1405.0591v1,No journal ref found,none,cs.LG,Summary3741,1405.0833v1,2014-05-05T09:29:17Z,Generalized Risk-Aversion in Stochastic Multi-Armed Bandits,"Alexander Zimin, Rasmus Ibsen-Jensen, Krishnendu Chatterjee",http://arxiv.org/pdf/1405.0833v1,No journal ref found,none,cs.LG,Summary3742,1405.1297v2,2014-05-06T15:05:02Z,Combining Multiple Clusterings via Crowd Agreement Estimation and Multi-Granularity Link Analysis,"Dong Huang, Jian-Huang Lai, Chang-Dong Wang",http://arxiv.org/pdf/1405.1297v2,"Neurocomputing, 2015, vol.170, pp.240-250",none,stat.ML,Summary3743,1405.2294v2,2014-04-25T15:52:47Z,Nonparametric Detection of Anomalous Data Streams,"Shaofeng Zou, Yingbin Liang, H. Vincent Poor, Xinghua Shi",http://arxiv.org/pdf/1405.2294v2,No journal ref found,none,cs.LG,Summary3744,1405.2432v1,2014-05-10T13:34:22Z,Functional Bandits,"Long Tran-Thanh, Jia Yuan Yu",http://arxiv.org/pdf/1405.2432v1,No journal ref found,none,stat.ML,Summary3745,1405.2606v1,2014-05-12T00:26:12Z,Structural Return Maximization for Reinforcement Learning,"Joshua Joseph, Javier Velez, Nicholas Roy",http://arxiv.org/pdf/1405.2606v1,No journal ref found,none,stat.ML,Summary3746,1405.3162v1,2014-05-13T14:17:11Z,Circulant Binary Embedding,"Felix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang",http://arxiv.org/pdf/1405.3162v1,No journal ref found,none,stat.ML,Summary3747,1405.3536v1,2014-05-14T15:29:02Z,Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques,"Olivier Nicol, Jérémie Mary, Philippe Preux",http://arxiv.org/pdf/1405.3536v1,International Conference on Machine Learning 32 (2014),none,stat.ML,Summary3748,1405.4324v1,2014-05-16T22:31:42Z,Active Semi-Supervised Learning Using Sampling Theory for Graph Signals,"Akshay Gadde, Aamir Anis, Antonio Ortega",http://arxiv.org/pdf/1405.4324v1,No journal ref found,none,cs.LG,Summary3749,1405.4897v2,2014-05-19T21:07:08Z,Screening Tests for Lasso Problems,"Zhen James Xiang, Yun Wang, Peter J. Ramadge",http://arxiv.org/pdf/1405.4897v2,No journal ref found,none,cs.LG,Summary3750,1405.5096v1,2014-05-20T14:15:54Z,Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms,"Richard Combes, Alexandre Proutiere",http://arxiv.org/pdf/1405.5096v1,No journal ref found,none,cs.LG,Summary3751,1405.5505v3,2014-05-21T18:17:37Z,Kernel Mean Shrinkage Estimators,"Krikamol Muandet, Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf",http://arxiv.org/pdf/1405.5505v3,No journal ref found,none,stat.ML,Summary3752,1405.6642v2,2014-05-26T17:07:10Z,Stabilized Nearest Neighbor Classifier and Its Statistical Properties,"Wei Sun, Xingye Qiao, Guang Cheng",http://arxiv.org/pdf/1405.6642v2,No journal ref found,none,stat.ML,Summary3753,1405.6804v2,2014-05-27T06:29:01Z,Layered Logic Classifiers: Exploring the `And and `Or Relations,"Zhuowen Tu, Piotr Dollar, Yingnian Wu",http://arxiv.org/pdf/1405.6804v2,No journal ref found,none,stat.ML,Summary3754,1405.6974v1,2014-05-27T16:52:49Z,Futility Analysis in the Cross-Validation of Machine Learning Models,Max Kuhn,http://arxiv.org/pdf/1405.6974v1,No journal ref found,none,stat.ML,Summary3755,1405.7292v2,2014-05-28T16:08:32Z,An Easy to Use Repository for Comparing and Improving Machine Learning Algorithm Usage,"Michael R. Smith, Andrew White, Christophe Giraud-Carrier, Tony Martinez",http://arxiv.org/pdf/1405.7292v2,No journal ref found,none,stat.ML,Summary3756,1405.7764v3,2014-05-30T02:05:37Z,"Generalization Bounds for Learning with Linear, Polygonal, Quadratic and Conic Side Knowledge","Theja Tulabandhula, Cynthia Rudin",http://arxiv.org/pdf/1405.7764v3,No journal ref found,none,stat.ML,Summary3757,1408.0853v2,2014-08-05T02:31:27Z,Adaptive Learning in Cartesian Product of Reproducing Kernel Hilbert Spaces,Masahiro Yukawa,http://arxiv.org/pdf/1408.0853v2,No journal ref found,none,cs.LG,Summary3758,1408.1054v1,2014-08-04T18:01:29Z,Multithreshold Entropy Linear Classifier,"Wojciech Marian Czarnecki, Jacek Tabor",http://arxiv.org/pdf/1408.1054v1,No journal ref found,none,cs.LG,Summary3759,1408.1319v1,2014-08-06T15:27:20Z,When does Active Learning Work?,"Lewis Evans, Niall M. Adams, Christoforos Anagnostopoulos",http://arxiv.org/pdf/1408.1319v1,No journal ref found,none,stat.ML,Summary3760,1408.1717v3,2014-08-07T21:33:51Z,Matrix Completion on Graphs,"Vassilis Kalofolias, Xavier Bresson, Michael Bronstein, Pierre Vandergheynst",http://arxiv.org/pdf/1408.1717v3,No journal ref found,none,cs.LG,Summary3761,1408.2003v2,2014-08-09T01:31:02Z,LARSEN-ELM: Selective Ensemble of Extreme Learning Machines using LARS for Blended Data,"Bo Han, Bo He, Rui Nian, Mengmeng Ma, Shujing Zhang, Minghui Li, Amaury Lendasse",http://arxiv.org/pdf/1408.2003v2,"Neurocomputing, 2014, Elsevier. Manuscript ID: NEUCOM-D-13-01029",none,cs.LG,Summary3762,1408.2025v1,2014-08-09T05:18:20Z,Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences,"Cosma Shalizi, Kristina Lisa Klinkner",http://arxiv.org/pdf/1408.2025v1,No journal ref found,none,cs.LG,Summary3763,1408.2031v1,2014-08-09T05:25:07Z,Conditional Probability Tree Estimation Analysis and Algorithms,"Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alexander L. Strehl",http://arxiv.org/pdf/1408.2031v1,No journal ref found,none,cs.LG,Summary3764,1408.2032v1,2014-08-09T05:26:02Z,Bayesian Multitask Learning with Latent Hierarchies,Hal Daume III,http://arxiv.org/pdf/1408.2032v1,No journal ref found,none,cs.LG,Summary3765,1408.2033v1,2014-08-09T05:26:59Z,Robust Graphical Modeling with t-Distributions,"Michael A. Finegold, Mathias Drton",http://arxiv.org/pdf/1408.2033v1,No journal ref found,none,cs.LG,Summary3766,1408.2036v2,2014-08-09T05:32:03Z,Characterizing predictable classes of processes,Daniil Ryabko,http://arxiv.org/pdf/1408.2036v2,No journal ref found,none,cs.LG,Summary3767,1408.2037v1,2014-08-09T05:33:21Z,Quantum Annealing for Variational Bayes Inference,"Issei Sato, Kenichi Kurihara, Shu Tanaka, Hiroshi Nakagawa, Seiji Miyashita",http://arxiv.org/pdf/1408.2037v1,No journal ref found,none,cs.LG,Summary3768,1408.2038v1,2014-08-09T05:34:21Z,A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model,"Shohei Shimizu, Aapo Hyvarinen, Yoshinobu Kawahara",http://arxiv.org/pdf/1408.2038v1,No journal ref found,none,cs.LG,Summary3769,1408.2039v1,2014-08-09T05:35:48Z,Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes,"Ryan Prescott Adams, George E. Dahl, Iain Murray",http://arxiv.org/pdf/1408.2039v1,No journal ref found,none,cs.LG,Summary3770,1408.2040v1,2014-08-09T05:36:41Z,Prediction with Advice of Unknown Number of Experts,"Alexey Chernov, Vladimir Vovk",http://arxiv.org/pdf/1408.2040v1,No journal ref found,none,cs.LG,Summary3771,1408.2042v1,2014-08-09T05:39:50Z,Gaussian Process Structural Equation Models with Latent Variables,"Ricardo Silva, Robert B. Gramacy",http://arxiv.org/pdf/1408.2042v1,No journal ref found,none,cs.LG,Summary3772,1408.2044v1,2014-08-09T05:40:28Z,Matrix Coherence and the Nystrom Method,"Ameet Talwalkar, Afshin Rostamizadeh",http://arxiv.org/pdf/1408.2044v1,No journal ref found,none,cs.LG,Summary3773,1408.2047v1,2014-08-09T05:45:11Z,Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior,"Yutian Chen, Max Welling",http://arxiv.org/pdf/1408.2047v1,No journal ref found,none,cs.LG,Summary3774,1408.2049v2,2014-08-09T05:47:25Z,Optimally-Weighted Herding is Bayesian Quadrature,"Ferenc Huszar, David Duvenaud",http://arxiv.org/pdf/1408.2049v2,No journal ref found,none,cs.LG,Summary3775,1408.2051v1,2014-08-09T05:48:31Z,"Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications","Rishabh Iyer, Jeff A. Bilmes",http://arxiv.org/pdf/1408.2051v1,No journal ref found,none,cs.LG,Summary3776,1408.2061v1,2014-08-09T06:00:05Z,Warped Mixtures for Nonparametric Cluster Shapes,"Tomoharu Iwata, David Duvenaud, Zoubin Ghahramani",http://arxiv.org/pdf/1408.2061v1,No journal ref found,none,cs.LG,Summary3777,1408.2062v1,2014-08-09T06:01:37Z,"The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking","Rishabh Iyer, Jeff A. Bilmes",http://arxiv.org/pdf/1408.2062v1,No journal ref found,none,cs.LG,Summary3778,1408.2064v1,2014-08-09T06:04:33Z,One-Class Support Measure Machines for Group Anomaly Detection,"Krikamol Muandet, Bernhard Schoelkopf",http://arxiv.org/pdf/1408.2064v1,No journal ref found,none,cs.LG,Summary3779,1408.2065v1,2014-08-09T06:05:51Z,Normalized Online Learning,"Stephane Ross, Paul Mineiro, John Langford",http://arxiv.org/pdf/1408.2065v1,No journal ref found,none,cs.LG,Summary3780,1408.2066v1,2014-08-09T06:06:49Z,Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality,"Vikas Sindhwani, Ha Quang Minh, Aurelie Lozano",http://arxiv.org/pdf/1408.2066v1,No journal ref found,none,cs.LG,Summary3781,1408.2067v1,2014-08-09T06:07:52Z,Probabilistic inverse reinforcement learning in unknown environments,"Aristide Tossou, Christos Dimitrakakis",http://arxiv.org/pdf/1408.2067v1,No journal ref found,none,cs.LG,Summary3782,1408.2764v2,2014-08-12T16:13:50Z,Convex Calibration Dimension for Multiclass Loss Matrices,"Harish G. Ramaswamy, Shivani Agarwal",http://arxiv.org/pdf/1408.2764v2,No journal ref found,none,cs.LG,Summary3783,1408.2869v1,2014-08-12T22:30:11Z,Cluster based RBF Kernel for Support Vector Machines,"Wojciech Marian Czarnecki, Jacek Tabor",http://arxiv.org/pdf/1408.2869v1,No journal ref found,none,cs.LG,Summary3784,1408.3060v1,2014-08-13T17:37:43Z,Fastfood: Approximate Kernel Expansions in Loglinear Time,"Quoc Viet Le, Tamas Sarlos, Alexander Johannes Smola",http://arxiv.org/pdf/1408.3060v1,No journal ref found,none,cs.LG,Summary3785,1408.3092v1,2014-08-13T19:16:29Z,Convergence rate of Bayesian tensor estimator: Optimal rate without restricted strong convexity,Taiji Suzuki,http://arxiv.org/pdf/1408.3092v1,No journal ref found,none,stat.ML,Summary3786,1408.3332v1,2014-08-14T16:29:36Z,Exact and empirical estimation of misclassification probability,Victor Nedelko,http://arxiv.org/pdf/1408.3332v1,No journal ref found,none,stat.ML,Summary3787,1408.5352v1,2014-08-22T16:33:09Z,Nonconvex Statistical Optimization: Minimax-Optimal Sparse PCA in Polynomial Time,"Zhaoran Wang, Huanran Lu, Han Liu",http://arxiv.org/pdf/1408.5352v1,No journal ref found,none,stat.ML,Summary3788,1408.5449v1,2014-08-23T01:23:23Z,Stretchy Polynomial Regression,Kar-Ann Toh,http://arxiv.org/pdf/1408.5449v1,No journal ref found,none,cs.LG,Summary3789,1408.5456v1,2014-08-23T05:06:55Z,Interpreting Tree Ensembles with inTrees,Houtao Deng,http://arxiv.org/pdf/1408.5456v1,No journal ref found,none,cs.LG,Summary3790,1408.5544v2,2014-08-24T02:53:57Z,To lie or not to lie in a subspace,Daniel L. Pimentel-Alarcón,http://arxiv.org/pdf/1408.5544v2,No journal ref found,none,stat.ML,Summary3791,1408.5661v3,2014-08-25T04:44:53Z,Asymptotic Accuracy of Bayesian Estimation for a Single Latent Variable,Keisuke Yamazaki,http://arxiv.org/pdf/1408.5661v3,No journal ref found,none,stat.ML,Summary3792,1408.6214v1,2014-08-26T19:15:21Z,A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation,"Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi",http://arxiv.org/pdf/1408.6214v1,No journal ref found,none,stat.ML,Summary3793,1408.6686v2,2014-08-28T11:22:08Z,Sparse Generalized Eigenvalue Problem via Smooth Optimization,"Junxiao Song, Prabhu Babu, Daniel P. Palomar",http://arxiv.org/pdf/1408.6686v2,No journal ref found,none,stat.ML,Summary3794,1409.0272v2,2014-09-01T00:33:38Z,Multi-task Sparse Structure Learning,"Andre R. Goncalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee",http://arxiv.org/pdf/1409.0272v2,No journal ref found,none,cs.LG,Summary3795,1409.0585v1,2014-09-02T01:22:42Z,On the Equivalence Between Deep NADE and Generative Stochastic Networks,"Li Yao, Sherjil Ozair, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1409.0585v1,No journal ref found,none,stat.ML,Summary3796,1409.0745v1,2014-09-02T15:10:33Z,A natural framework for sparse hierarchical clustering,"Hongyang Zhang, Ruben H. Zamar",http://arxiv.org/pdf/1409.0745v1,No journal ref found,none,stat.ML,Summary3797,1409.0797v1,2014-09-02T17:15:58Z,Feature Engineering for Map Matching of Low-Sampling-Rate GPS Trajectories in Road Network,"Jian Yang, Liqiu Meng",http://arxiv.org/pdf/1409.0797v1,No journal ref found,none,stat.ML,Summary3798,1409.0934v1,2014-09-03T01:39:34Z,Breakdown Point of Robust Support Vector Machine,"Takafumi Kanamori, Shuhei Fujiwara, Akiko Takeda",http://arxiv.org/pdf/1409.0934v1,No journal ref found,none,stat.ML,Summary3799,1409.1320v2,2014-09-04T05:06:34Z,Marginal Structured SVM with Hidden Variables,"Wei Ping, Qiang Liu, Alexander Ihler",http://arxiv.org/pdf/1409.1320v2,No journal ref found,none,stat.ML,Summary3800,1409.1976v1,2014-09-06T03:12:39Z,A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing,"Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen",http://arxiv.org/pdf/1409.1976v1,No journal ref found,none,stat.ML,Summary3801,1409.2552v3,2014-09-08T23:47:51Z,Sparse Additive Model using Symmetric Nonnegative Definite Smoothers,Yan Li,http://arxiv.org/pdf/1409.2552v3,No journal ref found,none,stat.ML,Summary3802,1409.2620v1,2014-09-09T07:35:40Z,Learning Machines Implemented on Non-Deterministic Hardware,"Suyog Gupta, Vikas Sindhwani, Kailash Gopalakrishnan",http://arxiv.org/pdf/1409.2620v1,No journal ref found,none,cs.LG,Summary3803,1409.2655v5,2014-09-09T09:52:59Z,Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge,"Lester Mackey, Jordan Bryan, Man Yue Mo",http://arxiv.org/pdf/1409.2655v5,No journal ref found,none,stat.ML,Summary3804,1409.2802v2,2014-09-09T16:28:40Z,Far-Field Compression for Fast Kernel Summation Methods in High Dimensions,"William B. March, George Biros",http://arxiv.org/pdf/1409.2802v2,No journal ref found,none,cs.LG,Summary3805,1409.3912v1,2014-09-13T05:45:32Z,Parallel Distributed Block Coordinate Descent Methods based on Pairwise Comparison Oracle,"Kota Matsui, Wataru Kumagai, Takafumi Kanamori",http://arxiv.org/pdf/1409.3912v1,No journal ref found,none,stat.ML,Summary3806,1409.4044v1,2014-09-14T10:25:23Z,A new approach in machine learning,Alain Tapp,http://arxiv.org/pdf/1409.4044v1,No journal ref found,none,stat.ML,Summary3807,1409.4566v1,2014-09-16T10:18:12Z,Multivariate Comparison of Classification Algorithms,"Olcay Taner Yildiz, Ethem Alpaydin",http://arxiv.org/pdf/1409.4566v1,No journal ref found,none,stat.ML,Summary3808,1409.4747v1,2014-09-16T19:44:31Z,Anomaly Detection Based on Indicators Aggregation,"Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi",http://arxiv.org/pdf/1409.4747v1,No journal ref found,none,stat.ML,Summary3809,1409.4757v1,2014-09-16T08:06:36Z,Collapsed Variational Bayes Inference of Infinite Relational Model,"Katsuhiko Ishiguro, Issei Sato, Naonori Ueda",http://arxiv.org/pdf/1409.4757v1,No journal ref found,none,cs.LG,Summary3810,1409.4928v1,2014-09-17T09:52:36Z,Statistical inference with probabilistic graphical models,"Angélique Drémeau, Christophe Schülke, Yingying Xu, Devavrat Shah",http://arxiv.org/pdf/1409.4928v1,No journal ref found,none,cs.LG,Summary3811,1409.5402v1,2014-09-18T18:31:50Z,SAME but Different: Fast and High-Quality Gibbs Parameter Estimation,"Huasha Zhao, Biye Jiang, John Canny",http://arxiv.org/pdf/1409.5402v1,No journal ref found,none,cs.LG,Summary3812,1409.5937v2,2014-09-21T03:53:20Z,Distributed Robust Learning,"Jiashi Feng, Huan Xu, Shie Mannor",http://arxiv.org/pdf/1409.5937v2,No journal ref found,none,stat.ML,Summary3813,1409.7461v1,2014-09-26T02:27:04Z,Autoencoder Trees,"Ozan İrsoy, Ethem Alpaydın",http://arxiv.org/pdf/1409.7461v1,No journal ref found,none,cs.LG,Summary3814,1409.7552v2,2014-09-26T12:25:33Z,The Advantage of Cross Entropy over Entropy in Iterative Information Gathering,"Johannes Kulick, Robert Lieck, Marc Toussaint",http://arxiv.org/pdf/1409.7552v2,No journal ref found,none,stat.ML,Summary3815,1409.8428v1,2014-09-30T08:29:13Z,Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback,"Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir",http://arxiv.org/pdf/1409.8428v1,No journal ref found,none,cs.LG,Summary3816,1409.8576v1,2014-09-30T14:55:07Z,Data Imputation through the Identification of Local Anomalies,"Huseyin Ozkan, Ozgun S. Pelvan, Suleyman S. Kozat",http://arxiv.org/pdf/1409.8576v1,No journal ref found,none,cs.LG,Summary3817,1501.00052v1,2014-12-31T00:23:35Z,Detailed Derivations of Small-Variance Asymptotics for some Hierarchical Bayesian Nonparametric Models,"Jonathan H. Huggins, Ardavan Saeedi, Matthew J. Johnson",http://arxiv.org/pdf/1501.00052v1,No journal ref found,none,stat.ML,Summary3818,1501.00199v1,2014-12-31T19:36:55Z,ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly,"Alex Beutel, Amr Ahmed, Alexander J. Smola",http://arxiv.org/pdf/1501.00199v1,No journal ref found,none,cs.LG,Summary3819,1501.00287v1,2015-01-01T16:22:58Z,Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics,"Harish G. Ramaswamy, Harikrishna Narasimhan, Shivani Agarwal",http://arxiv.org/pdf/1501.00287v1,No journal ref found,none,cs.LG,Summary3820,1501.00375v1,2015-01-02T10:00:07Z,Passing Expectation Propagation Messages with Kernel Methods,"Wittawat Jitkrittum, Arthur Gretton, Nicolas Heess",http://arxiv.org/pdf/1501.00375v1,No journal ref found,none,stat.ML,Summary3821,1501.02056v2,2015-01-09T07:17:27Z,Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering,"Simon Lacoste-Julien, Fredrik Lindsten, Francis Bach",http://arxiv.org/pdf/1501.02056v2,No journal ref found,none,stat.ML,Summary3822,1501.02629v4,2015-01-12T12:58:45Z,Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics,"Stéphan Clémençon, Aurélien Bellet, Igor Colin",http://arxiv.org/pdf/1501.02629v4,"Journal of Machine Learning Research 17(76):1-36, 2016",none,stat.ML,Summary3823,1501.02859v1,2015-01-13T01:34:40Z,$\ell_0$ Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees,"Saiprasad Ravishankar, Yoram Bresler",http://arxiv.org/pdf/1501.02859v1,No journal ref found,none,stat.ML,Summary3824,1501.02923v2,2015-01-13T09:19:27Z,Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI,"Saiprasad Ravishankar, Yoram Bresler",http://arxiv.org/pdf/1501.02923v2,No journal ref found,none,cs.LG,Summary3825,1501.02990v1,2015-01-13T13:14:42Z,Random Bits Regression: a Strong General Predictor for Big Data,"Yi Wang, Yi Li, Momiao Xiong, Li Jin",http://arxiv.org/pdf/1501.02990v1,Big Data Analytics 2016 1:12,none,stat.ML,Summary3826,1501.03001v1,2015-01-13T13:47:03Z,On Generalizing the C-Bound to the Multiclass and Multi-label Settings,"Francois Laviolette, Emilie Morvant, Liva Ralaivola, Jean-Francis Roy",http://arxiv.org/pdf/1501.03001v1,No journal ref found,none,stat.ML,Summary3827,1501.03002v1,2015-01-13T13:50:58Z,An Improvement to the Domain Adaptation Bound in a PAC-Bayesian context,"Pascal Germain, Amaury Habrard, Francois Laviolette, Emilie Morvant",http://arxiv.org/pdf/1501.03002v1,No journal ref found,none,stat.ML,Summary3828,1501.03227v3,2015-01-14T01:12:00Z,Using Riemannian geometry for SSVEP-based Brain Computer Interface,"Emmanuel K. Kalunga, Sylvain Chevallier, Quentin Barthelemy",http://arxiv.org/pdf/1501.03227v3,No journal ref found,none,cs.LG,Summary3829,1501.03796v1,2015-01-15T20:08:49Z,The Fast Convergence of Incremental PCA,"Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund",http://arxiv.org/pdf/1501.03796v1,No journal ref found,none,cs.LG,Summary3830,1501.03838v1,2015-01-15T21:59:39Z,PAC-Bayes with Minimax for Confidence-Rated Transduction,"Akshay Balsubramani, Yoav Freund",http://arxiv.org/pdf/1501.03838v1,No journal ref found,none,cs.LG,Summary3831,1501.04053v2,2015-01-16T17:09:01Z,Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics,Dionissios T. Hristopulos,http://arxiv.org/pdf/1501.04053v2,No journal ref found,none,cs.LG,Summary3832,1501.05590v1,2015-01-22T18:16:30Z,Sketch and Validate for Big Data Clustering,"Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis",http://arxiv.org/pdf/1501.05590v1,No journal ref found,none,stat.ML,Summary3833,1501.05624v1,2015-01-22T20:24:32Z,A Collaborative Kalman Filter for Time-Evolving Dyadic Processes,"San Gultekin, John Paisley",http://arxiv.org/pdf/1501.05624v1,No journal ref found,none,stat.ML,Summary3834,1501.06060v1,2015-01-24T16:41:55Z,Consistency Analysis of Nearest Subspace Classifier,Yi Wang,http://arxiv.org/pdf/1501.06060v1,No journal ref found,none,stat.ML,Summary3835,1501.06243v6,2015-01-26T03:02:51Z,Poisson Matrix Completion,"Yang Cao, Yao Xie",http://arxiv.org/pdf/1501.06243v6,No journal ref found,none,stat.ML,Summary3836,1501.07320v2,2015-01-29T01:01:34Z,Tensor Factorization via Matrix Factorization,"Volodymyr Kuleshov, Arun Tejasvi Chaganty, Percy Liang",http://arxiv.org/pdf/1501.07320v2,No journal ref found,none,cs.LG,Summary3837,1501.07430v2,2015-01-29T12:13:01Z,Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility,"Juho Lee, Seungjin Choi",http://arxiv.org/pdf/1501.07430v2,No journal ref found,none,stat.ML,Summary3838,1505.00294v1,2015-05-01T23:58:17Z,Monotonous (Semi-)Nonnegative Matrix Factorization,"Nirav Bhatt, Arun Ayyar",http://arxiv.org/pdf/1505.00294v1,No journal ref found,none,cs.LG,Summary3839,1505.00477v1,2015-05-03T21:07:09Z,Kernel Spectral Clustering and applications,"Rocco Langone, Raghvendra Mall, Carlos Alzate, Johan A. K. Suykens",http://arxiv.org/pdf/1505.00477v1,No journal ref found,none,cs.LG,Summary3840,1505.00553v2,2015-05-04T08:22:04Z,On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits,"Naumaan Nayyar, Dileep Kalathil, Rahul Jain",http://arxiv.org/pdf/1505.00553v2,No journal ref found,none,stat.ML,Summary3841,1505.01371v1,2015-05-06T14:05:08Z,Re-scale boosting for regression and classification,"Shaobo Lin, Yao Wang, Lin Xu",http://arxiv.org/pdf/1505.01371v1,No journal ref found,none,cs.LG,Summary3842,1505.01802v1,2015-05-07T18:19:24Z,Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics,"Nagarajan Natarajan, Oluwasanmi Koyejo, Pradeep Ravikumar, Inderjit S. Dhillon",http://arxiv.org/pdf/1505.01802v1,No journal ref found,none,cs.LG,Summary3843,1505.01866v1,2015-05-07T20:38:48Z,DART: Dropouts meet Multiple Additive Regression Trees,"K. V. Rashmi, Ran Gilad-Bachrach",http://arxiv.org/pdf/1505.01866v1,No journal ref found,none,cs.LG,Summary3844,1505.01918v3,2015-05-08T03:15:49Z,An Asymptotically Optimal Policy for Uniform Bandits of Unknown Support,"Wesley Cowan, Michael N. Katehakis",http://arxiv.org/pdf/1505.01918v3,No journal ref found,none,stat.ML,Summary3845,1505.02294v3,2015-05-09T17:25:14Z,Estimation with Norm Regularization,"Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar",http://arxiv.org/pdf/1505.02294v3,No journal ref found,none,stat.ML,Summary3846,1505.02434v1,2015-05-10T21:00:21Z,Spike and Slab Gaussian Process Latent Variable Models,"Zhenwen Dai, James Hensman, Neil Lawrence",http://arxiv.org/pdf/1505.02434v1,No journal ref found,none,stat.ML,Summary3847,1505.02865v2,2015-05-12T03:35:47Z,"Asymptotic Behavior of Minimal-Exploration Allocation Policies: Almost Sure, Arbitrarily Slow Growing Regret","Wesley Cowan, Michael N. Katehakis",http://arxiv.org/pdf/1505.02865v2,No journal ref found,none,stat.ML,Summary3848,1505.02870v1,2015-05-12T04:31:08Z,Incorporating Type II Error Probabilities from Independence Tests into Score-Based Learning of Bayesian Network Structure,"Eliot Brenner, David Sontag",http://arxiv.org/pdf/1505.02870v1,No journal ref found,none,cs.LG,Summary3849,1505.02910v2,2015-05-12T08:49:54Z,Permutational Rademacher Complexity: a New Complexity Measure for Transductive Learning,"Ilya Tolstikhin, Nikita Zhivotovskiy, Gilles Blanchard",http://arxiv.org/pdf/1505.02910v2,No journal ref found,none,stat.ML,Summary3850,1505.03906v1,2015-05-14T22:18:42Z,Training generative neural networks via Maximum Mean Discrepancy optimization,"Gintare Karolina Dziugaite, Daniel M. Roy, Zoubin Ghahramani",http://arxiv.org/pdf/1505.03906v1,No journal ref found,none,stat.ML,Summary3851,1505.04137v1,2015-05-15T17:49:47Z,Consistent Algorithms for Multiclass Classification with a Reject Option,"Harish G. Ramaswamy, Ambuj Tewari, Shivani Agarwal",http://arxiv.org/pdf/1505.04137v1,No journal ref found,none,cs.LG,Summary3852,1505.04343v2,2015-05-17T01:36:27Z,Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data,"Yining Wang, Aarti Singh",http://arxiv.org/pdf/1505.04343v2,No journal ref found,none,stat.ML,Summary3853,1505.04627v1,2015-05-18T13:16:42Z,Simple regret for infinitely many armed bandits,"Alexandra Carpentier, Michal Valko",http://arxiv.org/pdf/1505.04627v1,No journal ref found,none,cs.LG,Summary3854,1505.04650v2,2015-05-18T14:12:22Z,Compressed Nonnegative Matrix Factorization is Fast and Accurate,"Mariano Tepper, Guillermo Sapiro",http://arxiv.org/pdf/1505.04650v2,No journal ref found,none,cs.LG,Summary3855,1505.04966v1,2015-05-19T12:36:22Z,Multi-task additive models with shared transfer functions based on dictionary learning,"Alhussein Fawzi, Mathieu Sinn, Pascal Frossard",http://arxiv.org/pdf/1505.04966v1,No journal ref found,none,stat.ML,Summary3856,1505.04984v1,2015-05-19T13:12:41Z,Risk and Regret of Hierarchical Bayesian Learners,"Jonathan H. Huggins, Joshua B. Tenenbaum",http://arxiv.org/pdf/1505.04984v1,No journal ref found,none,cs.LG,Summary3857,1505.05208v1,2015-05-19T23:12:01Z,oASIS: Adaptive Column Sampling for Kernel Matrix Approximation,"Raajen Patel, Thomas A. Goldstein, Eva L. Dyer, Azalia Mirhoseini, Richard G. Baraniuk",http://arxiv.org/pdf/1505.05208v1,No journal ref found,none,stat.ML,Summary3858,1505.05310v2,2015-05-20T10:38:44Z,Supervised Learning for Dynamical System Learning,"Ahmed Hefny, Carlton Downey, Geoffrey Gordon",http://arxiv.org/pdf/1505.05310v2,No journal ref found,none,stat.ML,Summary3859,1505.05424v2,2015-05-20T15:39:48Z,Weight Uncertainty in Neural Networks,"Charles Blundell, Julien Cornebise, Koray Kavukcuoglu, Daan Wierstra",http://arxiv.org/pdf/1505.05424v2,No journal ref found,none,stat.ML,Summary3860,1505.05629v2,2015-05-21T07:34:56Z,Regulating Greed Over Time,"Stefano Tracà, Cynthia Rudin",http://arxiv.org/pdf/1505.05629v2,No journal ref found,none,stat.ML,Summary3861,1505.06279v2,2015-05-23T06:37:17Z,The Benefit of Multitask Representation Learning,"Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes",http://arxiv.org/pdf/1505.06279v2,No journal ref found,none,stat.ML,Summary3862,1505.06478v1,2015-05-24T20:37:10Z,Tight Continuous Relaxation of the Balanced $k$-Cut Problem,"Syama Sundar Rangapuram, Pramod Kaushik Mudrakarta, Matthias Hein",http://arxiv.org/pdf/1505.06478v1,No journal ref found,none,stat.ML,Summary3863,1505.06485v1,2015-05-24T21:25:44Z,Constrained 1-Spectral Clustering,"Syama Sundar Rangapuram, Matthias Hein",http://arxiv.org/pdf/1505.06485v1,No journal ref found,none,stat.ML,Summary3864,1505.06614v1,2015-05-25T13:02:32Z,Electre Tri-Machine Learning Approach to the Record Linkage Problem,"Renato De Leone, Valentina Minnetti",http://arxiv.org/pdf/1505.06614v1,No journal ref found,none,stat.ML,Summary3865,1505.06770v4,2015-05-25T22:19:07Z,Sketching for Sequential Change-Point Detection,"Yang Cao, Andrew Thompson, Meng Wang, Yao Xie",http://arxiv.org/pdf/1505.06770v4,No journal ref found,none,cs.LG,Summary3866,1505.06812v1,2015-05-26T05:59:33Z,Optimizing Non-decomposable Performance Measures: A Tale of Two Classes,"Harikrishna Narasimhan, Purushottam Kar, Prateek Jain",http://arxiv.org/pdf/1505.06812v1,"Journal of Machine Learning Research, W&CP 37 (2015)",none,stat.ML,Summary3867,1505.06813v1,2015-05-26T06:01:24Z,Surrogate Functions for Maximizing Precision at the Top,"Purushottam Kar, Harikrishna Narasimhan, Prateek Jain",http://arxiv.org/pdf/1505.06813v1,"Journal of Machine Learning Research, W&CP 37 (2015)",none,stat.ML,Summary3868,1505.06999v1,2015-05-26T15:18:33Z,Some Open Problems in Optimal AdaBoost and Decision Stumps,"Joshua Belanich, Luis E. Ortiz",http://arxiv.org/pdf/1505.06999v1,No journal ref found,none,cs.LG,Summary3869,1505.07008v1,2015-05-26T15:26:43Z,An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms,Tianwen Wei,http://arxiv.org/pdf/1505.07008v1,No journal ref found,none,stat.ML,Summary3870,1505.07067v1,2015-05-26T17:57:32Z,Belief Flows of Robust Online Learning,"Pedro A. Ortega, Koby Crammer, Daniel D. Lee",http://arxiv.org/pdf/1505.07067v1,No journal ref found,none,stat.ML,Summary3871,1203.0038v1,2012-02-29T22:40:56Z,Inference in Hidden Markov Models with Explicit State Duration Distributions,"Michael Dewar, Chris Wiggins, Frank Wood",http://arxiv.org/pdf/1203.0038v1,No journal ref found,none,stat.ML,Summary3872,1203.0203v1,2012-02-29T17:23:15Z,Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP Factorization,"Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari",http://arxiv.org/pdf/1203.0203v1,No journal ref found,none,cs.LG,Summary3873,1203.0683v3,2012-03-03T20:55:54Z,A Method of Moments for Mixture Models and Hidden Markov Models,"Animashree Anandkumar, Daniel Hsu, Sham M. Kakade",http://arxiv.org/pdf/1203.0683v3,No journal ref found,none,cs.LG,Summary3874,1203.1596v2,2012-03-07T20:31:17Z,Multiple Operator-valued Kernel Learning,"Hachem Kadri, Alain Rakotomamonjy, Francis Bach, Philippe Preux",http://arxiv.org/pdf/1203.1596v2,No journal ref found,none,stat.ML,Summary3875,1203.2177v1,2012-03-09T20:51:37Z,Regret Bounds for Deterministic Gaussian Process Bandits,"Nando de Freitas, Alex Smola, Masrour Zoghi",http://arxiv.org/pdf/1203.2177v1,No journal ref found,none,cs.LG,Summary3876,1203.2570v1,2012-03-12T18:00:49Z,Differential Privacy for Functions and Functional Data,"Rob Hall, Alessandro Rinaldo, Larry Wasserman",http://arxiv.org/pdf/1203.2570v1,No journal ref found,none,stat.ML,Summary3877,1203.3461v1,2012-03-15T11:17:56Z,Robust Metric Learning by Smooth Optimization,"Kaizhu Huang, Rong Jin, Zenglin Xu, Cheng-Lin Liu",http://arxiv.org/pdf/1203.3461v1,No journal ref found,none,cs.LG,Summary3878,1203.3462v1,2012-03-15T11:17:56Z,Gaussian Process Topic Models,"Amrudin Agovic, Arindam Banerjee",http://arxiv.org/pdf/1203.3462v1,No journal ref found,none,cs.LG,Summary3879,1203.3468v1,2012-03-15T11:17:56Z,Bayesian Rose Trees,"Charles Blundell, Yee Whye Teh, Katherine A. Heller",http://arxiv.org/pdf/1203.3468v1,No journal ref found,none,cs.LG,Summary3880,1203.3472v1,2012-03-15T11:17:56Z,Super-Samples from Kernel Herding,"Yutian Chen, Max Welling, Alex Smola",http://arxiv.org/pdf/1203.3472v1,No journal ref found,none,cs.LG,Summary3881,1203.3475v1,2012-03-15T11:17:56Z,Inferring deterministic causal relations,"Povilas Daniusis, Dominik Janzing, Joris Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schoelkopf",http://arxiv.org/pdf/1203.3475v1,No journal ref found,none,cs.LG,Summary3882,1203.3476v1,2012-03-15T11:17:56Z,Inference-less Density Estimation using Copula Bayesian Networks,Gal Elidan,http://arxiv.org/pdf/1203.3476v1,No journal ref found,none,cs.LG,Summary3883,1203.3483v1,2012-03-15T11:17:56Z,Regularized Maximum Likelihood for Intrinsic Dimension Estimation,"Mithun Das Gupta, Thomas S. Huang",http://arxiv.org/pdf/1203.3483v1,No journal ref found,none,cs.LG,Summary3884,1203.3485v1,2012-03-15T11:17:56Z,The Hierarchical Dirichlet Process Hidden Semi-Markov Model,"Matthew J. Johnson, Alan Willsky",http://arxiv.org/pdf/1203.3485v1,No journal ref found,none,cs.LG,Summary3885,1203.3486v1,2012-03-15T11:17:56Z,Combining Spatial and Telemetric Features for Learning Animal Movement Models,"Berk Kapicioglu, Robert E. Schapire, Martin Wikelski, Tamara Broderick",http://arxiv.org/pdf/1203.3486v1,No journal ref found,none,cs.LG,Summary3886,1203.3489v1,2012-03-15T11:17:56Z,Bayesian exponential family projections for coupled data sources,"Arto Klami, Seppo Virtanen, Samuel Kaski",http://arxiv.org/pdf/1203.3489v1,No journal ref found,none,cs.LG,Summary3887,1203.3491v1,2012-03-15T11:17:56Z,Robust LogitBoost and Adaptive Base Class (ABC) LogitBoost,Ping Li,http://arxiv.org/pdf/1203.3491v1,No journal ref found,none,cs.LG,Summary3888,1203.3492v1,2012-03-15T11:17:56Z,Approximating Higher-Order Distances Using Random Projections,"Ping Li, Michael W. Mahoney, Yiyuan She",http://arxiv.org/pdf/1203.3492v1,No journal ref found,none,cs.LG,Summary3889,1203.3494v1,2012-03-15T11:17:56Z,Negative Tree Reweighted Belief Propagation,"Qiang Liu, Alexander T. Ihler",http://arxiv.org/pdf/1203.3494v1,No journal ref found,none,cs.LG,Summary3890,1203.3495v1,2012-03-15T11:17:56Z,Parameter-Free Spectral Kernel Learning,"Qi Mao, Ivor W. Tsang",http://arxiv.org/pdf/1203.3495v1,No journal ref found,none,cs.LG,Summary3891,1203.3496v1,2012-03-15T11:17:56Z,Dirichlet Process Mixtures of Generalized Mallows Models,"Marina Meila, Harr Chen",http://arxiv.org/pdf/1203.3496v1,No journal ref found,none,cs.LG,Summary3892,1203.3497v1,2012-03-15T11:17:56Z,Parametric Return Density Estimation for Reinforcement Learning,"Tetsuro Morimura, Masashi Sugiyama, Hisashi Kashima, Hirotaka Hachiya, Toshiyuki Tanaka",http://arxiv.org/pdf/1203.3497v1,No journal ref found,none,cs.LG,Summary3893,1203.3506v1,2012-03-15T11:17:56Z,A Family of Computationally Efficient and Simple Estimators for Unnormalized Statistical Models,"Miika Pihlaja, Michael Gutmann, Aapo Hyvarinen",http://arxiv.org/pdf/1203.3506v1,No journal ref found,none,cs.LG,Summary3894,1203.3507v1,2012-03-15T11:17:56Z,Sparse-posterior Gaussian Processes for general likelihoods,"Yuan, Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka",http://arxiv.org/pdf/1203.3507v1,No journal ref found,none,cs.LG,Summary3895,1203.3517v1,2012-03-15T11:17:56Z,A Bayesian Matrix Factorization Model for Relational Data,"Ajit P. Singh, Geoffrey Gordon",http://arxiv.org/pdf/1203.3517v1,No journal ref found,none,cs.LG,Summary3896,1203.3521v1,2012-03-15T11:17:56Z,Learning networks determined by the ratio of prior and data,Maomi Ueno,http://arxiv.org/pdf/1203.3521v1,No journal ref found,none,cs.LG,Summary3897,1203.3522v1,2012-03-15T11:17:56Z,Online Semi-Supervised Learning on Quantized Graphs,"Michal Valko, Branislav Kveton, Ling Huang, Daniel Ting",http://arxiv.org/pdf/1203.3522v1,No journal ref found,none,cs.LG,Summary3898,1203.3524v1,2012-03-15T11:17:56Z,Speeding up the binary Gaussian process classification,"Jarno Vanhatalo, Aki Vehtari",http://arxiv.org/pdf/1203.3524v1,No journal ref found,none,stat.ML,Summary3899,1203.3532v1,2012-03-15T11:17:56Z,Learning Structural Changes of Gaussian Graphical Models in Controlled Experiments,"Bai Zhang, Yue Wang",http://arxiv.org/pdf/1203.3532v1,No journal ref found,none,cs.LG,Summary3900,1203.3533v1,2012-03-15T11:17:56Z,Source Separation and Higher-Order Causal Analysis of MEG and EEG,"Kun Zhang, Aapo Hyvarinen",http://arxiv.org/pdf/1203.3533v1,No journal ref found,none,cs.LG,Summary3901,1203.3534v1,2012-03-15T11:17:56Z,Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery,"Kun Zhang, Bernhard Schoelkopf, Dominik Janzing",http://arxiv.org/pdf/1203.3534v1,No journal ref found,none,cs.LG,Summary3902,1203.4422v1,2012-03-20T13:11:32Z,Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training,"Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro",http://arxiv.org/pdf/1203.4422v1,No journal ref found,none,stat.ML,Summary3903,1203.4597v1,2012-03-20T21:31:48Z,A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States,"Huseyin Ozkan, Arda Akman, Suleyman S. Kozat",http://arxiv.org/pdf/1203.4597v1,No journal ref found,none,cs.LG,Summary3904,1203.5181v1,2012-03-23T06:11:24Z,$k$-MLE: A fast algorithm for learning statistical mixture models,Frank Nielsen,http://arxiv.org/pdf/1203.5181v1,No journal ref found,none,cs.LG,Summary3905,1203.5438v1,2012-03-24T18:59:55Z,A Regularization Approach for Prediction of Edges and Node Features in Dynamic Graphs,"Emile Richard, Andreas Argyriou, Theodoros Evgeniou, Nicolas Vayatis",http://arxiv.org/pdf/1203.5438v1,No journal ref found,none,cs.LG,Summary3906,1203.6130v1,2012-03-28T01:56:32Z,Spectral dimensionality reduction for HMMs,"Dean P. Foster, Jordan Rodu, Lyle H. Ungar",http://arxiv.org/pdf/1203.6130v1,No journal ref found,none,stat.ML,Summary3907,1207.0057v1,2012-06-30T07:45:11Z,Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders,"Yoshua Bengio, Guillaume Alain, Salah Rifai",http://arxiv.org/pdf/1207.0057v1,No journal ref found,none,cs.LG,Summary3908,1207.0099v1,2012-06-30T14:21:46Z,Density-Difference Estimation,"Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki, Marthinus Christoffel du Plessis, Song Liu, Ichiro Takeuchi",http://arxiv.org/pdf/1207.0099v1,No journal ref found,none,cs.LG,Summary3909,1207.0268v1,2012-07-02T02:57:30Z,Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses,Shivani Agarwal,http://arxiv.org/pdf/1207.0268v1,"Journal of Machine Learning Research, 15:1653-1674, 2014",none,cs.LG,Summary3910,1207.0577v2,2012-07-03T06:07:13Z,Robust Dequantized Compressive Sensing,"Ji Liu, Stephen J. Wright",http://arxiv.org/pdf/1207.0577v2,No journal ref found,none,stat.ML,Summary3911,1207.1358v1,2012-07-04T12:14:50Z,Unsupervised spectral learning,"Susan Shortreed, Marina Meila",http://arxiv.org/pdf/1207.1358v1,No journal ref found,none,cs.LG,Summary3912,1207.1364v1,2012-07-04T16:03:10Z,Learning from Sparse Data by Exploiting Monotonicity Constraints,"Eric E. Altendorf, Angelo C. Restificar, Thomas G. Dietterich",http://arxiv.org/pdf/1207.1364v1,No journal ref found,none,cs.LG,Summary3913,1207.1366v1,2012-07-04T16:03:31Z,Learning Factor Graphs in Polynomial Time & Sample Complexity,"Pieter Abbeel, Daphne Koller, Andrew Y. Ng",http://arxiv.org/pdf/1207.1366v1,No journal ref found,none,cs.LG,Summary3914,1207.1379v1,2012-07-04T16:10:01Z,On the Detection of Concept Changes in Time-Varying Data Stream by Testing Exchangeability,"Shen-Shyang Ho, Harry Wechsler",http://arxiv.org/pdf/1207.1379v1,No journal ref found,none,cs.LG,Summary3915,1207.1382v1,2012-07-04T16:12:02Z,Maximum Margin Bayesian Networks,"Yuhong Guo, Dana Wilkinson, Dale Schuurmans",http://arxiv.org/pdf/1207.1382v1,No journal ref found,none,cs.LG,Summary3916,1207.1393v1,2012-07-04T16:16:02Z,Learning about individuals from group statistics,"Hendrik Kuck, Nando de Freitas",http://arxiv.org/pdf/1207.1393v1,No journal ref found,none,cs.LG,Summary3917,1207.1403v1,2012-07-04T16:19:55Z,Obtaining Calibrated Probabilities from Boosting,"Alexandru Niculescu-Mizil, Richard A. Caruana",http://arxiv.org/pdf/1207.1403v1,No journal ref found,none,cs.LG,Summary3918,1207.1409v1,2012-07-04T16:22:14Z,Piecewise Training for Undirected Models,"Charles Sutton, Andrew McCallum",http://arxiv.org/pdf/1207.1409v1,No journal ref found,none,cs.LG,Summary3919,1207.1417v1,2012-07-04T16:25:12Z,The DLR Hierarchy of Approximate Inference,"Michal Rosen-Zvi, Michael I. Jordan, Alan Yuille",http://arxiv.org/pdf/1207.1417v1,No journal ref found,none,cs.LG,Summary3920,1207.1421v1,2012-07-04T16:28:10Z,A Function Approximation Approach to Estimation of Policy Gradient for POMDP with Structured Policies,Huizhen Yu,http://arxiv.org/pdf/1207.1421v1,No journal ref found,none,cs.LG,Summary3921,1207.3012v2,2012-07-12T16:33:49Z,Optimal rates for first-order stochastic convex optimization under Tsybakov noise condition,"Aaditya Ramdas, Aarti Singh",http://arxiv.org/pdf/1207.3012v2,No journal ref found,none,cs.LG,Summary3922,1207.3520v1,2012-07-15T15:06:35Z,Improved brain pattern recovery through ranking approaches,"Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion, Christophe Pallier, Elodie Cauvet",http://arxiv.org/pdf/1207.3520v1,Pattern Recognition in NeuroImaging (PRNI 2012) (2012),none,cs.LG,Summary3923,1207.3961v3,2012-07-17T11:54:31Z,Ensemble Clustering with Logic Rules,Deniz Akdemir,http://arxiv.org/pdf/1207.3961v3,No journal ref found,none,stat.ML,Summary3924,1207.4110v1,2012-07-11T14:41:52Z,The Minimum Information Principle for Discriminative Learning,"Amir Globerson, Naftali Tishby",http://arxiv.org/pdf/1207.4110v1,No journal ref found,none,cs.LG,Summary3925,1207.4112v1,2012-07-11T14:42:26Z,Algebraic Statistics in Model Selection,Luis David Garcia,http://arxiv.org/pdf/1207.4112v1,No journal ref found,none,cs.LG,Summary3926,1207.4113v1,2012-07-11T14:42:45Z,On-line Prediction with Kernels and the Complexity Approximation Principle,"Alex Gammerman, Yuri Kalnishkan, Vladimir Vovk",http://arxiv.org/pdf/1207.4113v1,No journal ref found,none,cs.LG,Summary3927,1207.4125v1,2012-07-11T14:46:50Z,Applying Discrete PCA in Data Analysis,"Wray L. Buntine, Aleks Jakulin",http://arxiv.org/pdf/1207.4125v1,No journal ref found,none,cs.LG,Summary3928,1207.4131v1,2012-07-11T14:48:54Z,Exponential Families for Conditional Random Fields,"Yasemin Altun, Alex Smola, Thomas Hofmann",http://arxiv.org/pdf/1207.4131v1,No journal ref found,none,cs.LG,Summary3929,1207.4133v1,2012-07-11T14:51:23Z,"""Ideal Parent"" Structure Learning for Continuous Variable Networks","Iftach Nachman, Gal Elidan, Nir Friedman",http://arxiv.org/pdf/1207.4133v1,No journal ref found,none,cs.LG,Summary3930,1207.4134v1,2012-07-11T14:51:41Z,Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms,"Iain Murray, Zoubin Ghahramani",http://arxiv.org/pdf/1207.4134v1,No journal ref found,none,cs.LG,Summary3931,1207.4138v1,2012-07-11T14:52:51Z,Active Model Selection,"Omid Madani, Daniel J. Lizotte, Russell Greiner",http://arxiv.org/pdf/1207.4138v1,No journal ref found,none,cs.LG,Summary3932,1207.4139v1,2012-07-11T14:53:33Z,An Extended Cencov-Campbell Characterization of Conditional Information Geometry,Guy Lebanon,http://arxiv.org/pdf/1207.4139v1,No journal ref found,none,cs.LG,Summary3933,1207.4142v1,2012-07-11T14:54:25Z,Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series,"Sergey Kirshner, Padhraic Smyth, Andrew Robertson",http://arxiv.org/pdf/1207.4142v1,No journal ref found,none,cs.LG,Summary3934,1207.4144v1,2012-07-11T14:54:55Z,A Generative Bayesian Model for Aggregating Experts Probabilities,Joseph Kahn,http://arxiv.org/pdf/1207.4144v1,No journal ref found,none,cs.LG,Summary3935,1207.4148v1,2012-07-11T14:56:09Z,Dynamical Systems Trees,"Andrew Howard, Tony S. Jebara",http://arxiv.org/pdf/1207.4148v1,No journal ref found,none,cs.LG,Summary3936,1207.4155v1,2012-07-11T14:59:55Z,Similarity-Driven Cluster Merging Method for Unsupervised Fuzzy Clustering,"Xuejian Xiong, Kap Chan, Kian Lee Tan",http://arxiv.org/pdf/1207.4155v1,No journal ref found,none,cs.LG,Summary3937,1207.4156v1,2012-07-11T15:00:11Z,Graph partition strategies for generalized mean field inference,"Eric P. Xing, Michael I. Jordan, Stuart Russell",http://arxiv.org/pdf/1207.4156v1,No journal ref found,none,cs.LG,Summary3938,1207.4164v1,2012-07-11T15:03:34Z,Factored Latent Analysis for far-field tracking data,Chris Stauffer,http://arxiv.org/pdf/1207.4164v1,No journal ref found,none,cs.LG,Summary3939,1207.4172v1,2012-07-11T15:06:59Z,Variational Chernoff Bounds for Graphical Models,"Pradeep Ravikumar, John Lafferty",http://arxiv.org/pdf/1207.4172v1,No journal ref found,none,cs.LG,Summary3940,1207.4255v2,2012-07-18T02:53:02Z,"On the Statistical Efficiency of $\ell_{1,p}$ Multi-Task Learning of Gaussian Graphical Models","Jean Honorio, Tommi Jaakkola, Dimitris Samaras",http://arxiv.org/pdf/1207.4255v2,No journal ref found,none,cs.LG,Summary3941,1207.4597v1,2012-07-19T09:49:54Z,Local stability of Belief Propagation algorithm with multiple fixed points,"Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner",http://arxiv.org/pdf/1207.4597v1,No journal ref found,none,stat.ML,Summary3942,1207.4676v2,2012-07-19T14:08:22Z,Proceedings of the 29th International Conference on Machine Learning (ICML-12),"John Langford, Joelle Pineau",http://arxiv.org/pdf/1207.4676v2,No journal ref found,none,cs.LG,Summary3943,1207.4992v2,2012-07-20T16:28:57Z,Fast nonparametric classification based on data depth,"Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi",http://arxiv.org/pdf/1207.4992v2,No journal ref found,none,stat.ML,Summary3944,1207.5259v3,2012-07-22T21:01:09Z,Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality,"Sebastien Bubeck, Damien Ernst, Aurelien Garivier",http://arxiv.org/pdf/1207.5259v3,No journal ref found,none,cs.LG,Summary3945,1207.5437v2,2012-07-23T16:20:05Z,Generalization Bounds for Metric and Similarity Learning,"Qiong Cao, Zheng-Chu Guo, Yiming Ying",http://arxiv.org/pdf/1207.5437v2,No journal ref found,none,cs.LG,Summary3946,1207.5554v3,2012-07-23T22:39:51Z,Bellman Error Based Feature Generation using Random Projections on Sparse Spaces,"Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup",http://arxiv.org/pdf/1207.5554v3,No journal ref found,none,cs.LG,Summary3947,1210.0645v5,2012-10-02T04:22:50Z,Nonparametric Unsupervised Classification,"Yingzhen Yang, Thomas S. Huang",http://arxiv.org/pdf/1210.0645v5,No journal ref found,none,cs.LG,Summary3948,1210.0685v1,2012-10-02T07:48:08Z,Local stability and robustness of sparse dictionary learning in the presence of noise,"Rodolphe Jenatton, Rémi Gribonval, Francis Bach",http://arxiv.org/pdf/1210.0685v1,No journal ref found,none,stat.ML,Summary3949,1210.0762v1,2012-10-02T13:17:33Z,Graph-Based Approaches to Clustering Network-Constrained Trajectory Data,"Mohamed Khalil El Mahrsi, Fabrice Rossi",http://arxiv.org/pdf/1210.0762v1,"Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2012), held at ECML-PKDD 2012, Bristol : United Kingdom (2012)",none,cs.LG,Summary3950,1210.1121v1,2012-10-03T14:26:59Z,Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations,"Krishnakumar Balasubramanian, Kai Yu, Guy Lebanon",http://arxiv.org/pdf/1210.1121v1,No journal ref found,none,stat.ML,Summary3951,1210.1190v1,2012-10-03T18:37:47Z,Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization,"Abhishek Kumar, Vikas Sindhwani, Prabhanjan Kambadur",http://arxiv.org/pdf/1210.1190v1,No journal ref found,none,stat.ML,Summary3952,1210.1258v1,2012-10-03T23:30:24Z,Unfolding Latent Tree Structures using 4th Order Tensors,"Mariya Ishteva, Haesun Park, Le Song",http://arxiv.org/pdf/1210.1258v1,No journal ref found,none,cs.LG,Summary3953,1210.1960v1,2012-10-06T14:16:33Z,Feature Selection via L1-Penalized Squared-Loss Mutual Information,"Wittawat Jitkrittum, Hirotaka Hachiya, Masashi Sugiyama",http://arxiv.org/pdf/1210.1960v1,No journal ref found,none,stat.ML,Summary3954,1210.2771v3,2012-10-09T22:17:42Z,Cost-Sensitive Tree of Classifiers,"Zhixiang Xu, Matt J. Kusner, Kilian Q. Weinberger, Minmin Chen",http://arxiv.org/pdf/1210.2771v3,No journal ref found,none,stat.ML,Summary3955,1210.4006v1,2012-10-15T12:43:03Z,The Perturbed Variation,"Maayan Harel, Shie Mannor",http://arxiv.org/pdf/1210.4006v1,No journal ref found,none,cs.LG,Summary3956,1210.4276v1,2012-10-16T07:31:59Z,Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness,"Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens",http://arxiv.org/pdf/1210.4276v1,No journal ref found,none,stat.ML,Summary3957,1210.4347v1,2012-10-16T10:26:29Z,Hilbert Space Embedding for Dirichlet Process Mixtures,Krikamol Muandet,http://arxiv.org/pdf/1210.4347v1,No journal ref found,none,stat.ML,Summary3958,1210.4460v4,2012-10-16T15:54:36Z,"Fast SVM-based Feature Elimination Utilizing Data Radius, Hard-Margin, Soft-Margin",Yaman Aksu,http://arxiv.org/pdf/1210.4460v4,No journal ref found,none,stat.ML,Summary3959,1210.4792v2,2012-10-17T16:57:48Z,Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality,"Vikas Sindhwani, Minh Ha Quang, Aurelie C. Lozano",http://arxiv.org/pdf/1210.4792v2,No journal ref found,none,stat.ML,Summary3960,1210.4839v1,2012-10-16T17:32:09Z,Leveraging Side Observations in Stochastic Bandits,"Stephane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat",http://arxiv.org/pdf/1210.4839v1,No journal ref found,none,cs.LG,Summary3961,1210.4846v1,2012-10-16T17:34:45Z,Variational Dual-Tree Framework for Large-Scale Transition Matrix Approximation,"Saeed Amizadeh, Bo Thiesson, Milos Hauskrecht",http://arxiv.org/pdf/1210.4846v1,No journal ref found,none,cs.LG,Summary3962,1210.4851v1,2012-10-16T17:35:52Z,Learning to Rank With Bregman Divergences and Monotone Retargeting,"Sreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh",http://arxiv.org/pdf/1210.4851v1,No journal ref found,none,cs.LG,Summary3963,1210.4856v1,2012-10-16T17:37:41Z,Exploiting compositionality to explore a large space of model structures,"Roger Grosse, Ruslan R Salakhutdinov, William T. Freeman, Joshua B. Tenenbaum",http://arxiv.org/pdf/1210.4856v1,No journal ref found,none,cs.LG,Summary3964,1210.4862v1,2012-10-16T17:38:45Z,Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits,"Miroslav Dudik, Dumitru Erhan, John Langford, Lihong Li",http://arxiv.org/pdf/1210.4862v1,No journal ref found,none,cs.LG,Summary3965,1210.4867v1,2012-10-16T17:39:37Z,Lifted Relational Variational Inference,"Jaesik Choi, Eyal Amir",http://arxiv.org/pdf/1210.4867v1,No journal ref found,none,cs.LG,Summary3966,1210.4876v1,2012-10-16T17:43:04Z,Active Imitation Learning via Reduction to I.I.D. Active Learning,"Kshitij Judah, Alan Fern, Thomas G. Dietterich",http://arxiv.org/pdf/1210.4876v1,No journal ref found,none,cs.LG,Summary3967,1210.4881v1,2012-10-16T17:43:59Z,Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region Graphs,"Tamir Hazan, Jian Peng, Amnon Shashua",http://arxiv.org/pdf/1210.4881v1,No journal ref found,none,cs.LG,Summary3968,1210.4884v1,2012-10-16T17:45:30Z,A Spectral Algorithm for Latent Junction Trees,"Ankur P. Parikh, Le Song, Mariya Ishteva, Gabi Teodoru, Eric P. Xing",http://arxiv.org/pdf/1210.4884v1,No journal ref found,none,cs.LG,Summary3969,1210.4892v1,2012-10-16T17:47:18Z,Unsupervised Joint Alignment and Clustering using Bayesian Nonparametrics,"Marwan A. Mattar, Allen R. Hanson, Erik G. Learned-Miller",http://arxiv.org/pdf/1210.4892v1,No journal ref found,none,cs.LG,Summary3970,1210.4893v1,2012-10-16T17:47:32Z,Sparse Q-learning with Mirror Descent,"Sridhar Mahadevan, Bo Liu",http://arxiv.org/pdf/1210.4893v1,No journal ref found,none,cs.LG,Summary3971,1210.4898v1,2012-10-16T17:50:15Z,Value Function Approximation in Noisy Environments Using Locally Smoothed Regularized Approximate Linear Programs,"Gavin Taylor, Ron Parr",http://arxiv.org/pdf/1210.4898v1,No journal ref found,none,cs.LG,Summary3972,1210.4899v1,2012-10-16T17:50:25Z,Fast Exact Inference for Recursive Cardinality Models,"Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey",http://arxiv.org/pdf/1210.4899v1,No journal ref found,none,cs.LG,Summary3973,1210.4905v1,2012-10-16T17:51:50Z,Latent Composite Likelihood Learning for the Structured Canonical Correlation Model,Ricardo Silva,http://arxiv.org/pdf/1210.4905v1,No journal ref found,none,stat.ML,Summary3974,1210.4909v1,2012-10-16T17:53:17Z,Active Learning with Distributional Estimates,"Jens Roeder, Boaz Nadler, Kevin Kunzmann, Fred A. Hamprecht",http://arxiv.org/pdf/1210.4909v1,No journal ref found,none,cs.LG,Summary3975,1210.4917v1,2012-10-16T17:56:43Z,Fast Graph Construction Using Auction Algorithm,"Jun Wang, Yinglong Xia",http://arxiv.org/pdf/1210.4917v1,No journal ref found,none,cs.LG,Summary3976,1210.5135v1,2012-10-18T14:15:40Z,LSBN: A Large-Scale Bayesian Structure Learning Framework for Model Averaging,"Yang Lu, Mengying Wang, Menglu Li, Qili Zhu, Bo Yuan",http://arxiv.org/pdf/1210.5135v1,No journal ref found,none,cs.LG,Summary3977,1210.5196v1,2012-10-18T17:30:43Z,Matrix reconstruction with the local max norm,"Rina Foygel, Nathan Srebro, Ruslan Salakhutdinov",http://arxiv.org/pdf/1210.5196v1,No journal ref found,none,stat.ML,Summary3978,1210.5631v2,2012-10-20T14:39:39Z,Content-boosted Matrix Factorization Techniques for Recommender Systems,"Jennifer Nguyen, Mu Zhu",http://arxiv.org/pdf/1210.5631v2,"Statistical Analysis and Data Mining, Vol. 6, pp. 286 - 301, August 2013",none,stat.ML,Summary3979,1210.5840v1,2012-10-22T08:55:13Z,Supervised Learning with Similarity Functions,"Purushottam Kar, Prateek Jain",http://arxiv.org/pdf/1210.5840v1,No journal ref found,none,cs.LG,Summary3980,1210.5873v1,2012-10-22T11:17:31Z,Initialization of Self-Organizing Maps: Principal Components Versus Random Initialization. A Case Study,"A. A. Akinduko, E. M. Mirkes",http://arxiv.org/pdf/1210.5873v1,No journal ref found,none,stat.ML,Summary3981,1210.6001v3,2012-10-22T19:02:21Z,Reducing statistical time-series problems to binary classification,"Daniil Ryabko, Jérémie Mary",http://arxiv.org/pdf/1210.6001v3,No journal ref found,none,cs.LG,Summary3982,1210.6738v4,2012-10-25T04:25:00Z,Nested Hierarchical Dirichlet Processes,"John Paisley, Chong Wang, David M. Blei, Michael I. Jordan",http://arxiv.org/pdf/1210.6738v4,No journal ref found,none,stat.ML,Summary3983,1303.0140v1,2013-03-01T10:50:46Z,Second-Order Non-Stationary Online Learning for Regression,"Nina Vaits, Edward Moroshko, Koby Crammer",http://arxiv.org/pdf/1303.0140v1,No journal ref found,none,cs.LG,Summary3984,1303.0309v2,2013-03-01T21:50:09Z,One-Class Support Measure Machines for Group Anomaly Detection,"Krikamol Muandet, Bernhard Schölkopf",http://arxiv.org/pdf/1303.0309v2,No journal ref found,none,stat.ML,Summary3985,1303.0561v2,2013-03-03T20:36:44Z,Top-down particle filtering for Bayesian decision trees,"Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh",http://arxiv.org/pdf/1303.0561v2,"JMLR W&CP 28(3):280-288, 2013",none,stat.ML,Summary3986,1303.0642v2,2013-03-04T08:39:34Z,Bayesian Compressed Regression,"Rajarshi Guhaniyogi, David B. Dunson",http://arxiv.org/pdf/1303.0642v2,No journal ref found,none,stat.ML,Summary3987,1303.1152v2,2013-03-05T19:59:13Z,An Equivalence between the Lasso and Support Vector Machines,Martin Jaggi,http://arxiv.org/pdf/1303.1152v2,No journal ref found,none,cs.LG,Summary3988,1303.1208v3,2013-03-05T22:23:14Z,Classification with Asymmetric Label Noise: Consistency and Maximal Denoising,"Gilles Blanchard, Marek Flaska, Gregory Handy, Sara Pozzi, Clayton Scott",http://arxiv.org/pdf/1303.1208v3,No journal ref found,none,stat.ML,Summary3989,1303.1280v1,2013-03-06T09:23:45Z,Large-Margin Metric Learning for Partitioning Problems,"Rémi Lajugie, Sylvain Arlot, Francis Bach",http://arxiv.org/pdf/1303.1280v1,No journal ref found,none,cs.LG,Summary3990,1303.2184v3,2013-03-09T09:09:54Z,Complex Support Vector Machines for Regression and Quaternary Classification,"Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Dalla",http://arxiv.org/pdf/1303.2184v3,No journal ref found,none,cs.LG,Summary3991,1303.2417v1,2013-03-11T03:29:35Z,Linear NDCG and Pair-wise Loss,"Xiao-Bo Jin, Guang-Gang Geng",http://arxiv.org/pdf/1303.2417v1,No journal ref found,none,cs.LG,Summary3992,1303.2506v1,2013-03-11T13:06:49Z,Monte-Carlo utility estimates for Bayesian reinforcement learning,Christos Dimitrakakis,http://arxiv.org/pdf/1303.2506v1,No journal ref found,none,cs.LG,Summary3993,1303.3055v1,2013-03-12T23:25:37Z,Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions,"Yasin Abbasi-Yadkori, Peter L. Bartlett, Csaba Szepesvari",http://arxiv.org/pdf/1303.3055v1,No journal ref found,none,cs.LG,Summary3994,1303.3257v3,2013-03-13T19:45:03Z,Ranking and combining multiple predictors without labeled data,"Fabio Parisi, Francesco Strino, Boaz Nadler, Yuval Kluger",http://arxiv.org/pdf/1303.3257v3,Proc. Natl. Acad. Sci. U.S.A. 111 (2014) 1253-1258,none,stat.ML,Summary3995,1303.3664v2,2013-03-15T02:37:19Z,Topic Discovery through Data Dependent and Random Projections,"Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama",http://arxiv.org/pdf/1303.3664v2,No journal ref found,none,stat.ML,Summary3996,1303.4172v1,2013-03-18T07:33:29Z,"Margins, Shrinkage, and Boosting",Matus Telgarsky,http://arxiv.org/pdf/1303.4172v1,No journal ref found,none,cs.LG,Summary3997,1303.4756v6,2013-03-19T20:34:47Z,Marginal Likelihoods for Distributed Parameter Estimation of Gaussian Graphical Models,"Zhaoshi Meng, Dennis Wei, Ami Wiesel, Alfred O. Hero III",http://arxiv.org/pdf/1303.4756v6,No journal ref found,none,stat.ML,Summary3998,1303.5976v1,2013-03-24T18:32:38Z,"On Learnability, Complexity and Stability","Silvia Villa, Lorenzo Rosasco, Tomaso Poggio",http://arxiv.org/pdf/1303.5976v1,No journal ref found,none,stat.ML,Summary3999,1303.6086v1,2013-03-25T11:09:08Z,On Sparsity Inducing Regularization Methods for Machine Learning,"Andreas Argyriou, Luca Baldassarre, Charles A. Micchelli, Massimiliano Pontil",http://arxiv.org/pdf/1303.6086v1,No journal ref found,none,cs.LG,Summary4000,1303.6746v4,2013-03-27T06:17:09Z,Exploiting correlation and budget constraints in Bayesian multi-armed bandit optimization,"Matthew W. Hoffman, Bobak Shahriari, Nando de Freitas",http://arxiv.org/pdf/1303.6746v4,No journal ref found,none,stat.ML,Summary4001,1303.6750v1,2013-03-27T06:53:26Z,Sequential testing over multiple stages and performance analysis of data fusion,Gaurav Thakur,http://arxiv.org/pdf/1303.6750v1,"Proc. SPIE Vol 8745, 87450S (2013)",none,stat.ML,Summary4002,1303.6935v1,2013-03-27T19:34:05Z,Efficiently Using Second Order Information in Large l1 Regularization Problems,"Xiaocheng Tang, Katya Scheinberg",http://arxiv.org/pdf/1303.6935v1,No journal ref found,none,stat.ML,Summary4003,1303.6977v4,2013-03-27T20:51:33Z,ABC Reinforcement Learning,"Christos Dimitrakakis, Nikolaos Tziortziotis",http://arxiv.org/pdf/1303.6977v4,No journal ref found,none,stat.ML,Summary4004,1303.7093v3,2013-03-28T11:01:53Z,Relevance As a Metric for Evaluating Machine Learning Algorithms,"Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien",http://arxiv.org/pdf/1303.7093v3,No journal ref found,none,stat.ML,Summary4005,1305.0015v1,2013-04-30T20:12:01Z,Inferring ground truth from multi-annotator ordinal data: a probabilistic approach,"Balaji Lakshminarayanan, Yee Whye Teh",http://arxiv.org/pdf/1305.0015v1,No journal ref found,none,stat.ML,Summary4006,1305.1002v1,2013-05-05T09:44:08Z,Efficient Estimation of the number of neighbours in Probabilistic K Nearest Neighbour Classification,"Ji Won Yoon, Nial Friel",http://arxiv.org/pdf/1305.1002v1,No journal ref found,none,cs.LG,Summary4007,1305.1027v2,2013-05-05T16:59:58Z,Regret Bounds for Reinforcement Learning with Policy Advice,"Mohammad Gheshlaghi Azar, Alessandro Lazaric, Emma Brunskill",http://arxiv.org/pdf/1305.1027v2,No journal ref found,none,stat.ML,Summary4008,1305.1040v1,2013-05-05T18:51:24Z,On the Convergence and Consistency of the Blurring Mean-Shift Process,Ting-Li Chen,http://arxiv.org/pdf/1305.1040v1,No journal ref found,none,stat.ML,Summary4009,1305.1809v2,2013-05-08T13:11:52Z,Cover Tree Bayesian Reinforcement Learning,"Nikolaos Tziortziotis, Christos Dimitrakakis, Konstantinos Blekas",http://arxiv.org/pdf/1305.1809v2,No journal ref found,none,stat.ML,Summary4010,1305.1956v2,2013-05-08T20:44:55Z,Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data,"Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk",http://arxiv.org/pdf/1305.1956v2,No journal ref found,none,stat.ML,Summary4011,1305.2505v1,2013-05-11T13:52:37Z,On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions,"Purushottam Kar, Bharath K Sriperumbudur, Prateek Jain, Harish C Karnick",http://arxiv.org/pdf/1305.2505v1,"Journal of Machine Learning Research, W&CP 28(3) (2013)",none,cs.LG,Summary4012,1305.2532v1,2013-05-11T18:09:52Z,Learning Policies for Contextual Submodular Prediction,"Stephane Ross, Jiaji Zhou, Yisong Yue, Debadeepta Dey, J. Andrew Bagnell",http://arxiv.org/pdf/1305.2532v1,No journal ref found,none,cs.LG,Summary4013,1305.2581v1,2013-05-12T12:46:25Z,Accelerated Mini-Batch Stochastic Dual Coordinate Ascent,"Shai Shalev-Shwartz, Tong Zhang",http://arxiv.org/pdf/1305.2581v1,No journal ref found,none,stat.ML,Summary4014,1305.2648v1,2013-05-13T00:15:14Z,Boosting with the Logistic Loss is Consistent,Matus Telgarsky,http://arxiv.org/pdf/1305.2648v1,No journal ref found,none,cs.LG,Summary4015,1305.4324v1,2013-05-19T04:56:05Z,Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families,"Peter Bartlett, Peter Grunwald, Peter Harremoes, Fares Hedayati, Wojciech Kotlowski",http://arxiv.org/pdf/1305.4324v1,No journal ref found,none,cs.LG,Summary4016,1305.4433v1,2013-05-20T04:05:23Z,Meta Path-Based Collective Classification in Heterogeneous Information Networks,"Xiangnan Kong, Bokai Cao, Philip S. Yu, Ying Ding, David J. Wild",http://arxiv.org/pdf/1305.4433v1,No journal ref found,none,cs.LG,Summary4017,1305.5734v1,2013-05-24T13:51:20Z,Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models,"Yin Song, Longbing Cao, Xuhui Fan, Wei Cao, Jian Zhang",http://arxiv.org/pdf/1305.5734v1,No journal ref found,none,stat.ML,Summary4018,1305.6646v1,2013-05-28T22:12:59Z,Normalized Online Learning,"Stephane Ross, Paul Mineiro, John Langford",http://arxiv.org/pdf/1305.6646v1,No journal ref found,none,cs.LG,Summary4019,1305.6659v2,2013-05-28T23:59:16Z,Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture,"Trevor Campbell, Miao Liu, Brian Kulis, Jonathan P. How, Lawrence Carin",http://arxiv.org/pdf/1305.6659v2,No journal ref found,none,cs.LG,Summary4020,1305.7057v1,2013-05-30T10:44:41Z,Predicting the Severity of Breast Masses with Data Mining Methods,"Sahar A. Mokhtar, Alaa. M. Elsayad",http://arxiv.org/pdf/1305.7057v1,"International Journal of Computer Science Issues (IJCSI) March 2013 Issue (Volume 10, Issue 2)",none,cs.LG,Summary4021,1305.7454v1,2013-05-31T15:28:44Z,Privileged Information for Data Clustering,"Jan Feyereisl, Uwe Aickelin",http://arxiv.org/pdf/1305.7454v1,No journal ref found,none,cs.LG,Summary4022,1306.0186v2,2013-06-02T09:37:53Z,RNADE: The real-valued neural autoregressive density-estimator,"Benigno Uria, Iain Murray, Hugo Larochelle",http://arxiv.org/pdf/1306.0186v2,"Advances in Neural Information Processing Systems 26:2175-2183, 2013",none,stat.ML,Summary4023,1306.0239v4,2013-06-02T18:46:58Z,Deep Learning using Linear Support Vector Machines,Yichuan Tang,http://arxiv.org/pdf/1306.0239v4,No journal ref found,none,cs.LG,Summary4024,1306.0393v3,2013-06-03T13:10:35Z,Learning from networked examples in a k-partite graph,"Yuyi Wang, Jan Ramon, Zheng-Chu Guo",http://arxiv.org/pdf/1306.0393v3,No journal ref found,none,cs.LG,Summary4025,1306.0618v3,2013-06-03T22:57:20Z,Prediction with Missing Data via Bayesian Additive Regression Trees,"Adam Kapelner, Justin Bleich",http://arxiv.org/pdf/1306.0618v3,No journal ref found,none,stat.ML,Summary4026,1306.0733v1,2013-06-04T11:28:32Z,Fast Gradient-Based Inference with Continuous Latent Variable Models in Auxiliary Form,Diederik P Kingma,http://arxiv.org/pdf/1306.0733v1,No journal ref found,none,cs.LG,Summary4027,1306.0886v1,2013-06-04T19:35:31Z,$\propto$SVM for learning with label proportions,"Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang",http://arxiv.org/pdf/1306.0886v1,No journal ref found,none,cs.LG,Summary4028,1306.0940v5,2013-06-04T23:00:56Z,(More) Efficient Reinforcement Learning via Posterior Sampling,"Ian Osband, Daniel Russo, Benjamin Van Roy",http://arxiv.org/pdf/1306.0940v5,No journal ref found,none,stat.ML,Summary4029,1306.1066v5,2013-06-05T11:38:46Z,Bayesian Differential Privacy through Posterior Sampling,"Christos Dimitrakakis, Blaine Nelson, and Zuhe Zhang, Aikaterini Mitrokotsa, Benjamin Rubinstein",http://arxiv.org/pdf/1306.1066v5,No journal ref found,none,stat.ML,Summary4030,1306.1433v3,2013-06-06T15:15:07Z,Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation,"Spencer Greenberg, Mehryar Mohri",http://arxiv.org/pdf/1306.1433v3,No journal ref found,none,cs.LG,Summary4031,1306.1840v2,2013-06-07T20:12:17Z,Loss-Proportional Subsampling for Subsequent ERM,"Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1306.1840v2,No journal ref found,none,cs.LG,Summary4032,1306.2084v1,2013-06-10T01:45:49Z,Logistic Tensor Factorization for Multi-Relational Data,"Maximilian Nickel, Volker Tresp",http://arxiv.org/pdf/1306.2084v1,No journal ref found,none,stat.ML,Summary4033,1306.2533v3,2013-06-11T14:13:46Z,DISCOMAX: A Proximity-Preserving Distance Correlation Maximization Algorithm,"Praneeth Vepakomma, Ahmed Elgammal",http://arxiv.org/pdf/1306.2533v3,No journal ref found,none,cs.LG,Summary4034,1306.2557v4,2013-06-11T15:42:00Z,Fast LSTD using stochastic approximation: Finite time analysis and application to traffic control,"L. A. Prashanth, Nathaniel Korda, Rémi Munos",http://arxiv.org/pdf/1306.2557v4,No journal ref found,none,cs.LG,Summary4035,1306.2733v2,2013-06-12T07:42:15Z,Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations,"Xuhui Fan, Longbing Cao, Richard Yi Da Xu",http://arxiv.org/pdf/1306.2733v2,No journal ref found,none,cs.LG,Summary4036,1306.2759v1,2013-06-12T08:57:35Z,Horizontal and Vertical Ensemble with Deep Representation for Classification,"Jingjing Xie, Bing Xu, Zhang Chuang",http://arxiv.org/pdf/1306.2759v1,No journal ref found,none,cs.LG,Summary4037,1306.3002v1,2013-06-13T01:00:21Z,A Convergence Theorem for the Graph Shift-type Algorithms,"Xuhui Fan, Longbing Cao",http://arxiv.org/pdf/1306.3002v1,No journal ref found,none,stat.ML,Summary4038,1306.3161v2,2013-06-13T16:36:07Z,Learning Using Privileged Information: SVM+ and Weighted SVM,"Maksim Lapin, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1306.3161v2,"Neural Networks 53C (2014), pp. 95-108",none,stat.ML,Summary4039,1306.3212v1,2013-06-13T19:51:59Z,Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation,"Cho-Jui Hsieh, Matyas A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar",http://arxiv.org/pdf/1306.3212v1,No journal ref found,none,cs.LG,Summary4040,1306.3729v1,2013-06-17T03:02:05Z,Spectral Experts for Estimating Mixtures of Linear Regressions,"Arun Tejasvi Chaganty, Percy Liang",http://arxiv.org/pdf/1306.3729v1,No journal ref found,none,cs.LG,Summary4041,1306.3905v1,2013-06-17T15:44:30Z,Stability of Multi-Task Kernel Regression Algorithms,"Julien Audiffren, Hachem Kadri",http://arxiv.org/pdf/1306.3905v1,No journal ref found,none,cs.LG,Summary4042,1306.3917v1,2013-06-17T16:24:13Z,On Finding the Largest Mean Among Many,"Kevin Jamieson, Matthew Malloy, Robert Nowak, Sebastien Bubeck",http://arxiv.org/pdf/1306.3917v1,No journal ref found,none,stat.ML,Summary4043,1306.4152v1,2013-06-18T11:42:03Z,Bioclimating Modelling: A Machine Learning Perspective,Maumita Bhattacharya,http://arxiv.org/pdf/1306.4152v1,No journal ref found,none,cs.LG,Summary4044,1306.4410v1,2013-06-19T01:56:29Z,Joint estimation of sparse multivariate regression and conditional graphical models,Junhui Wang,http://arxiv.org/pdf/1306.4410v1,No journal ref found,none,stat.ML,Summary4045,1306.5056v3,2013-06-21T06:25:54Z,Class Proportion Estimation with Application to Multiclass Anomaly Rejection,"Tyler Sanderson, Clayton Scott",http://arxiv.org/pdf/1306.5056v3,No journal ref found,none,stat.ML,Summary4046,1306.5532v2,2013-06-24T07:52:45Z,Deep Learning by Scattering,"Stéphane Mallat, Irène Waldspurger",http://arxiv.org/pdf/1306.5532v2,No journal ref found,none,cs.LG,Summary4047,1306.5554v2,2013-06-24T09:49:08Z,Correlated random features for fast semi-supervised learning,"Brian McWilliams, David Balduzzi, Joachim M. Buhmann",http://arxiv.org/pdf/1306.5554v2,No journal ref found,none,stat.ML,Summary4048,1306.6189v1,2013-06-26T09:52:51Z,Scaling Up Robust MDPs by Reinforcement Learning,"Aviv Tamar, Huan Xu, Shie Mannor",http://arxiv.org/pdf/1306.6189v1,No journal ref found,none,cs.LG,Summary4049,1306.6709v4,2013-06-28T03:56:15Z,A Survey on Metric Learning for Feature Vectors and Structured Data,"Aurélien Bellet, Amaury Habrard, Marc Sebban",http://arxiv.org/pdf/1306.6709v4,No journal ref found,none,cs.LG,Summary4050,1308.0900v2,2013-08-05T08:16:30Z,Trading USDCHF filtered by Gold dynamics via HMM coupling,Donny Lee,http://arxiv.org/pdf/1308.0900v2,No journal ref found,none,stat.ML,Summary4051,1308.2302v3,2013-08-10T10:47:25Z,High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables,"Antoine Deleforge, Florence Forbes, Radu Horaud",http://arxiv.org/pdf/1308.2302v3,"Statistics and Computing, 25(5), 893-911, 2015",none,cs.LG,Summary4052,1308.3314v1,2013-08-15T06:15:21Z,The algorithm of noisy k-means,"Camille Brunet, Sébastien Loustau",http://arxiv.org/pdf/1308.3314v1,No journal ref found,none,stat.ML,Summary4053,1308.3381v3,2013-08-15T13:17:47Z,High dimensional Sparse Gaussian Graphical Mixture Model,"Anani Lotsi, Ernst Wit",http://arxiv.org/pdf/1308.3381v3,No journal ref found,none,stat.ML,Summary4054,1308.3818v1,2013-08-18T01:08:55Z,Reference Distance Estimator,Yanpeng Li,http://arxiv.org/pdf/1308.3818v1,No journal ref found,none,cs.LG,Summary4055,1308.4568v4,2013-08-21T13:28:43Z,Distributed Online Learning via Cooperative Contextual Bandits,"Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1308.4568v4,No journal ref found,none,cs.LG,Summary4056,1308.4922v2,2013-08-22T17:15:36Z,Learning Deep Representation Without Parameter Inference for Nonlinear Dimensionality Reduction,Xiao-Lei Zhang,http://arxiv.org/pdf/1308.4922v2,No journal ref found,none,cs.LG,Summary4057,1308.5546v1,2013-08-26T11:31:38Z,Sparse and Non-Negative BSS for Noisy Data,"Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck",http://arxiv.org/pdf/1308.5546v1,IEEE Trans. Signal Process. 61 (2013) 5620-5632,none,stat.ML,Summary4058,1308.6181v1,2013-08-28T15:14:47Z,Bayesian Conditional Gaussian Network Classifiers with Applications to Mass Spectra Classification,"Victor Bellon, Jesus Cerquides, Ivo Grosse",http://arxiv.org/pdf/1308.6181v1,No journal ref found,none,cs.LG,Summary4059,1308.6342v4,2013-08-29T01:55:37Z,Linear and Parallel Learning of Markov Random Fields,"Yariv Dror Mizrahi, Misha Denil, Nando de Freitas",http://arxiv.org/pdf/1308.6342v4,No journal ref found,none,stat.ML,Summary4060,1402.0030v2,2014-01-31T23:33:21Z,Neural Variational Inference and Learning in Belief Networks,"Andriy Mnih, Karol Gregor",http://arxiv.org/pdf/1402.0030v2,"Proceedings of the 31st International Conference on Machine Learning (ICML), JMLR: W&CP volume 32, 2014 pgs 1791-1799",none,cs.LG,Summary4061,1402.0108v3,2014-02-01T17:51:54Z,Markov Blanket Ranking using Kernel-based Conditional Dependence Measures,"Eric V. Strobl, Shyam Visweswaran",http://arxiv.org/pdf/1402.0108v3,No journal ref found,none,stat.ML,Summary4062,1402.0119v2,2014-02-01T19:54:06Z,Randomized Nonlinear Component Analysis,"David Lopez-Paz, Suvrit Sra, Alex Smola, Zoubin Ghahramani, Bernhard Schölkopf",http://arxiv.org/pdf/1402.0119v2,No journal ref found,none,stat.ML,Summary4063,1402.0288v1,2014-02-03T06:09:52Z,Transductive Learning with Multi-class Volume Approximation,"Gang Niu, Bo Dai, Marthinus Christoffel du Plessis, Masashi Sugiyama",http://arxiv.org/pdf/1402.0288v1,No journal ref found,none,cs.LG,Summary4064,1402.0459v1,2014-02-03T18:47:41Z,Applying Supervised Learning Algorithms and a New Feature Selection Method to Predict Coronary Artery Disease,Hubert Haoyang Duan,http://arxiv.org/pdf/1402.0459v1,No journal ref found,none,cs.LG,Summary4065,1402.0480v5,2014-02-03T19:39:20Z,Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets,"Diederik P. Kingma, Max Welling",http://arxiv.org/pdf/1402.0480v5,"Proceedings of The 31st International Conference on Machine Learning, pp. 1782-1790, 2014",none,cs.LG,Summary4066,1402.0555v2,2014-02-04T00:48:29Z,Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits,"Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire",http://arxiv.org/pdf/1402.0555v2,No journal ref found,none,cs.LG,Summary4067,1402.0779v3,2014-02-04T15:58:44Z,UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods,"Nathanael Perraudin, Vassilis Kalofolias, David Shuman, Pierre Vandergheynst",http://arxiv.org/pdf/1402.0779v3,No journal ref found,none,cs.LG,Summary4068,1402.0796v1,2014-02-04T17:01:16Z,Sequential Model-Based Ensemble Optimization,"Alexandre Lacoste, Hugo Larochelle, François Laviolette, Mario Marchand",http://arxiv.org/pdf/1402.0796v1,No journal ref found,none,cs.LG,Summary4069,1402.0914v1,2014-02-04T23:48:23Z,Discovering Latent Network Structure in Point Process Data,"Scott W. Linderman, Ryan P. Adams",http://arxiv.org/pdf/1402.0914v1,No journal ref found,none,stat.ML,Summary4070,1402.0915v1,2014-02-05T00:41:58Z,Learning Ordered Representations with Nested Dropout,"Oren Rippel, Michael A. Gelbart, Ryan P. Adams",http://arxiv.org/pdf/1402.0915v1,No journal ref found,none,stat.ML,Summary4071,1402.0929v3,2014-02-05T03:55:39Z,Input Warping for Bayesian Optimization of Non-stationary Functions,"Jasper Snoek, Kevin Swersky, Richard S. Zemel, Ryan P. Adams",http://arxiv.org/pdf/1402.0929v3,No journal ref found,none,stat.ML,Summary4072,1402.1349v1,2014-02-06T13:35:01Z,Dissimilarity-based Ensembles for Multiple Instance Learning,"Veronika Cheplygina, David M. J. Tax, Marco Loog",http://arxiv.org/pdf/1402.1349v1,"IEEE Transactions on Neural Networks and Learning Systems, Volume 27, Issue 6, 2016, pages 1379 - 1391",none,stat.ML,Summary4073,1402.1389v2,2014-02-06T16:08:40Z,Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models,"Yarin Gal, Mark van der Wilk, Carl E. Rasmussen",http://arxiv.org/pdf/1402.1389v2,No journal ref found,none,stat.ML,Summary4074,1402.1792v1,2014-02-07T23:02:50Z,Binary Excess Risk for Smooth Convex Surrogates,"Mehrdad Mahdavi, Lijun Zhang, Rong Jin",http://arxiv.org/pdf/1402.1792v1,No journal ref found,none,cs.LG,Summary4075,1402.1864v2,2014-02-08T16:39:30Z,An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning,"Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes",http://arxiv.org/pdf/1402.1864v2,No journal ref found,none,cs.LG,Summary4076,1402.2447v2,2014-02-11T11:13:51Z,A comparison of linear and non-linear calibrations for speaker recognition,"Niko Brümmer, Albert Swart, David van Leeuwen",http://arxiv.org/pdf/1402.2447v2,No journal ref found,none,stat.ML,Summary4077,1402.2667v1,2014-02-11T21:18:11Z,On Zeroth-Order Stochastic Convex Optimization via Random Walks,"Tengyuan Liang, Hariharan Narayanan, Alexander Rakhlin",http://arxiv.org/pdf/1402.2667v1,No journal ref found,none,cs.LG,Summary4078,1402.3032v1,2014-02-13T05:06:53Z,Regularization for Multiple Kernel Learning via Sum-Product Networks,Ziming Zhang,http://arxiv.org/pdf/1402.3032v1,No journal ref found,none,stat.ML,Summary4079,1402.3144v2,2014-02-13T14:18:17Z,A Robust Ensemble Approach to Learn From Positive and Unlabeled Data Using SVM Base Models,"Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor",http://arxiv.org/pdf/1402.3144v2,No journal ref found,none,stat.ML,Summary4080,1402.4293v1,2014-02-18T11:13:45Z,The Random Forest Kernel and other kernels for big data from random partitions,"Alex Davies, Zoubin Ghahramani",http://arxiv.org/pdf/1402.4293v1,No journal ref found,none,stat.ML,Summary4081,1402.4304v3,2014-02-18T11:38:11Z,Automatic Construction and Natural-Language Description of Nonparametric Regression Models,"James Robert Lloyd, David Duvenaud, Roger Grosse, Joshua B. Tenenbaum, Zoubin Ghahramani",http://arxiv.org/pdf/1402.4304v3,No journal ref found,none,stat.ML,Summary4082,1402.4354v1,2014-02-18T14:35:30Z,Hybrid SRL with Optimization Modulo Theories,"Stefano Teso, Roberto Sebastiani, Andrea Passerini",http://arxiv.org/pdf/1402.4354v1,No journal ref found,none,cs.LG,Summary4083,1402.4512v2,2014-02-18T22:08:50Z,Classification with Sparse Overlapping Groups,"Nikhil Rao, Robert Nowak, Christopher Cox, Timothy Rogers",http://arxiv.org/pdf/1402.4512v2,No journal ref found,none,cs.LG,Summary4084,1402.4844v2,2014-02-19T22:57:03Z,Subspace Learning with Partial Information,"Alon Gonen, Dan Rosenbaum, Yonina Eldar, Shai Shalev-Shwartz",http://arxiv.org/pdf/1402.4844v2,No journal ref found,none,cs.LG,Summary4085,1402.4862v1,2014-02-20T01:54:37Z,Learning the Parameters of Determinantal Point Process Kernels,"Raja Hafiz Affandi, Emily B. Fox, Ryan P. Adams, Ben Taskar",http://arxiv.org/pdf/1402.4862v1,No journal ref found,none,stat.ML,Summary4086,1402.5715v3,2014-02-24T03:58:16Z,Variational Particle Approximations,"Ardavan Saeedi, Tejas D Kulkarni, Vikash Mansinghka, Samuel Gershman",http://arxiv.org/pdf/1402.5715v3,No journal ref found,none,stat.ML,Summary4087,1402.5836v3,2014-02-24T14:27:40Z,Avoiding pathologies in very deep networks,"David Duvenaud, Oren Rippel, Ryan P. Adams, Zoubin Ghahramani",http://arxiv.org/pdf/1402.5836v3,No journal ref found,none,stat.ML,Summary4088,1402.5874v2,2014-02-24T16:16:17Z,Predictive Interval Models for Non-parametric Regression,"Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand",http://arxiv.org/pdf/1402.5874v2,No journal ref found,none,cs.LG,Summary4089,1402.5876v4,2014-02-24T16:19:51Z,Manifold Gaussian Processes for Regression,"Roberto Calandra, Jan Peters, Carl Edward Rasmussen, Marc Peter Deisenroth",http://arxiv.org/pdf/1402.5876v4,No journal ref found,none,stat.ML,Summary4090,1402.5902v2,2014-02-24T17:40:09Z,On Learning from Label Proportions,"Felix X. Yu, Krzysztof Choromanski, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang",http://arxiv.org/pdf/1402.5902v2,No journal ref found,none,stat.ML,Summary4091,1402.6133v1,2014-02-25T11:11:28Z,Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings,"Siddhant Sahu, V. Sugumaran",http://arxiv.org/pdf/1402.6133v1,"Intentional Journal of Research in Mechanical Engineering, Volume 1, Issue 1, July-September, 2013, pp. 55-63, IASTER",none,stat.ML,Summary4092,1402.7005v1,2014-02-27T18:38:02Z,Bayesian Multi-Scale Optimistic Optimization,"Ziyu Wang, Babak Shakibi, Lin Jin, Nando de Freitas",http://arxiv.org/pdf/1402.7005v1,No journal ref found,none,stat.ML,Summary4093,1402.7344v2,2014-02-28T18:54:07Z,An Incidence Geometry approach to Dictionary Learning,"Meera Sitharam, Mohamad Tarifi, Menghan Wang",http://arxiv.org/pdf/1402.7344v2,No journal ref found,none,cs.LG,Summary4094,1403.0388v4,2014-03-03T11:05:10Z,Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm,"Mohammadzaman Zamani, Hamid Beigy, Amirreza Shaban",http://arxiv.org/pdf/1403.0388v4,No journal ref found,none,stat.ML,Summary4095,1403.0481v1,2014-03-03T16:34:38Z,Support Vector Machine Model for Currency Crisis Discrimination,Arindam Chaudhuri,http://arxiv.org/pdf/1403.0481v1,No journal ref found,none,cs.LG,Summary4096,1403.0667v3,2014-03-04T02:48:20Z,The Hidden Convexity of Spectral Clustering,"James Voss, Mikhail Belkin, Luis Rademacher",http://arxiv.org/pdf/1403.0667v3,No journal ref found,none,cs.LG,Summary4097,1403.0736v3,2014-03-04T10:47:45Z,Fast Prediction with SVM Models Containing RBF Kernels,"Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor",http://arxiv.org/pdf/1403.0736v3,No journal ref found,none,stat.ML,Summary4098,1403.0745v1,2014-03-04T11:28:59Z,EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines,"Marc Claesen, Frank De Smet, Johan Suykens, Bart De Moor",http://arxiv.org/pdf/1403.0745v1,Journal of Machine Learning Research. 15 (2014) 141-145,none,stat.ML,Summary4099,1403.2433v1,2014-03-10T22:55:11Z,"Generalised Mixability, Constant Regret, and Bayesian Updating","Mark D. Reid, Rafael M. Frongillo, Robert C. Williamson",http://arxiv.org/pdf/1403.2433v1,No journal ref found,none,cs.LG,Summary4100,1403.3342v1,2014-03-13T17:48:19Z,The Potential Benefits of Filtering Versus Hyper-Parameter Optimization,"Michael R. Smith, Tony Martinez, Christophe Giraud-Carrier",http://arxiv.org/pdf/1403.3342v1,No journal ref found,none,stat.ML,Summary4101,1403.3378v2,2014-03-13T19:28:48Z,Box Drawings for Learning with Imbalanced Data,"Siong Thye Goh, Cynthia Rudin",http://arxiv.org/pdf/1403.3378v2,No journal ref found,none,stat.ML,Summary4102,1403.3741v3,2014-03-15T01:56:02Z,Near-optimal Reinforcement Learning in Factored MDPs,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1403.3741v3,No journal ref found,none,stat.ML,Summary4103,1403.4017v1,2014-03-17T08:04:41Z,Multi-task Feature Selection based Anomaly Detection,"Longqi Yang, Yibing Wang, Zhisong Pan, Guyu Hu",http://arxiv.org/pdf/1403.4017v1,No journal ref found,none,stat.ML,Summary4104,1403.4781v1,2014-03-19T12:16:17Z,A Split-and-Merge Dictionary Learning Algorithm for Sparse Representation,"Subhadip Mukherjee, Chandra Sekhar Seelamantula",http://arxiv.org/pdf/1403.4781v1,No journal ref found,none,cs.LG,Summary4105,1403.5607v1,2014-03-22T03:35:00Z,Bayesian Optimization with Unknown Constraints,"Michael A. Gelbart, Jasper Snoek, Ryan P. Adams",http://arxiv.org/pdf/1403.5607v1,No journal ref found,none,stat.ML,Summary4106,1403.5647v1,2014-03-22T11:15:01Z,CUR Algorithm with Incomplete Matrix Observation,"Rong Jin, Shenghuo Zhu",http://arxiv.org/pdf/1403.5647v1,No journal ref found,none,cs.LG,Summary4107,1403.5997v3,2014-03-24T15:25:59Z,Bayesian calibration for forensic evidence reporting,"Niko Brümmer, Albert Swart",http://arxiv.org/pdf/1403.5997v3,No journal ref found,none,stat.ML,Summary4108,1404.0751v2,2014-04-03T02:58:37Z,Subspace Learning from Extremely Compressed Measurements,"Akshay Krishnamurthy, Martin Azizyan, Aarti Singh",http://arxiv.org/pdf/1404.0751v2,No journal ref found,none,stat.ML,Summary4109,1404.1100v1,2014-04-03T21:16:49Z,A Tutorial on Principal Component Analysis,Jonathon Shlens,http://arxiv.org/pdf/1404.1100v1,No journal ref found,none,cs.LG,Summary4110,1404.1492v1,2014-04-05T17:09:05Z,Ensemble Committees for Stock Return Classification and Prediction,James Brofos,http://arxiv.org/pdf/1404.1492v1,No journal ref found,none,stat.ML,Summary4111,1404.1504v1,2014-04-05T18:58:12Z,A Compression Technique for Analyzing Disagreement-Based Active Learning,"Yair Wiener, Steve Hanneke, Ran El-Yaniv",http://arxiv.org/pdf/1404.1504v1,No journal ref found,none,cs.LG,Summary4112,1404.2083v1,2014-04-08T10:49:08Z,Efficiency of conformalized ridge regression,"Evgeny Burnaev, Vladimir Vovk",http://arxiv.org/pdf/1404.2083v1,No journal ref found,none,cs.LG,Summary4113,1404.2353v1,2014-04-09T02:11:17Z,Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning,"Victor Kurbatsky, Nikita Tomin, Vadim Spiryaev, Paul Leahy, Denis Sidorov, Alexei Zhukov",http://arxiv.org/pdf/1404.2353v1,No journal ref found,none,cs.LG,Summary4114,1404.2986v1,2014-04-11T02:37:11Z,A Tutorial on Independent Component Analysis,Jonathon Shlens,http://arxiv.org/pdf/1404.2986v1,No journal ref found,none,cs.LG,Summary4115,1404.3415v2,2014-04-13T18:57:30Z,Generalized version of the support vector machine for binary classification problems: supporting hyperplane machine,"E. G. Abramov, A. B. Komissarov, D. A. Kornyakov",http://arxiv.org/pdf/1404.3415v2,No journal ref found,none,cs.LG,Summary4116,1404.3581v4,2014-04-14T13:52:29Z,Random forests with random projections of the output space for high dimensional multi-label classification,"Arnaud Joly, Pierre Geurts, Louis Wehenkel",http://arxiv.org/pdf/1404.3581v4,"Machine Learning and Knowledge Discovery in Databases, 2014, Part I, pp 607-622",none,stat.ML,Summary4117,1404.4095v3,2014-04-15T22:06:35Z,Multi-borders classification,Peter Mills,http://arxiv.org/pdf/1404.4095v3,No journal ref found,none,stat.ML,Summary4118,1404.4105v1,2014-04-15T22:55:53Z,Sparse Compositional Metric Learning,"Yuan Shi, Aurélien Bellet, Fei Sha",http://arxiv.org/pdf/1404.4105v1,No journal ref found,none,cs.LG,Summary4119,1404.4351v1,2014-04-16T19:12:47Z,Stable Graphical Models,"Navodit Misra, Ercan E. Kuruoglu",http://arxiv.org/pdf/1404.4351v1,No journal ref found,none,cs.LG,Summary4120,1404.4655v1,2014-04-17T21:16:13Z,Hierarchical Quasi-Clustering Methods for Asymmetric Networks,"Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra",http://arxiv.org/pdf/1404.4655v1,No journal ref found,none,cs.LG,Summary4121,1404.5903v1,2014-04-23T17:25:02Z,Most Correlated Arms Identification,"Che-Yu Liu, Sébastien Bubeck",http://arxiv.org/pdf/1404.5903v1,No journal ref found,none,stat.ML,Summary4122,1404.6074v1,2014-04-24T10:22:33Z,Classifying pairs with trees for supervised biological network inference,"Marie Schrynemackers, Louis Wehenkel, M. Madan Babu, Pierre Geurts",http://arxiv.org/pdf/1404.6074v1,No journal ref found,none,cs.LG,Summary4123,1404.6702v1,2014-04-27T01:46:49Z,A Constrained Matrix-Variate Gaussian Process for Transposable Data,"Oluwasanmi Koyejo, Cheng Lee, Joydeep Ghosh",http://arxiv.org/pdf/1404.6702v1,No journal ref found,none,stat.ML,Summary4124,1404.6876v1,2014-04-28T06:30:39Z,Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization,"Voot Tangkaratt, Ning Xie, Masashi Sugiyama",http://arxiv.org/pdf/1404.6876v1,No journal ref found,none,cs.LG,Summary4125,1406.0013v1,2014-05-30T20:45:50Z,Estimating Vector Fields on Manifolds and the Embedding of Directed Graphs,"Dominique Perrault-Joncas, Marina Meila",http://arxiv.org/pdf/1406.0013v1,No journal ref found,none,stat.ML,Summary4126,1406.0118v1,2014-05-31T23:00:36Z,Improved graph Laplacian via geometric self-consistency,"Dominique Perrault-Joncas, Marina Meila",http://arxiv.org/pdf/1406.0118v1,No journal ref found,none,stat.ML,Summary4127,1406.0167v3,2014-06-01T14:37:54Z,Feature Selection for Linear SVM with Provable Guarantees,"Saurabh Paul, Malik Magdon-Ismail, Petros Drineas",http://arxiv.org/pdf/1406.0167v3,No journal ref found,none,stat.ML,Summary4128,1406.0304v1,2014-06-02T09:22:49Z,Transductive Learning for Multi-Task Copula Processes,"Markus Schneider, Fabio Ramos",http://arxiv.org/pdf/1406.0304v1,No journal ref found,none,cs.LG,Summary4129,1406.1485v3,2014-06-05T19:13:51Z,Iterative Neural Autoregressive Distribution Estimator (NADE-k),"Tapani Raiko, Li Yao, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1406.1485v3,No journal ref found,none,stat.ML,Summary4130,1406.1621v1,2014-06-06T09:33:59Z,Separable Cosparse Analysis Operator Learning,"Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber",http://arxiv.org/pdf/1406.1621v1,No journal ref found,none,cs.LG,Summary4131,1406.1655v2,2014-06-06T11:53:46Z,Variational inference of latent state sequences using Recurrent Networks,"Justin Bayer, Christian Osendorfer",http://arxiv.org/pdf/1406.1655v2,No journal ref found,none,stat.ML,Summary4132,1406.1853v2,2014-06-07T03:02:09Z,Model-based Reinforcement Learning and the Eluder Dimension,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1406.1853v2,No journal ref found,none,stat.ML,Summary4133,1406.2237v2,2014-06-09T16:34:51Z,Reducing the Effects of Detrimental Instances,"Michael R. Smith, Tony Martinez",http://arxiv.org/pdf/1406.2237v2,No journal ref found,none,stat.ML,Summary4134,1406.2504v3,2014-06-10T10:53:20Z,Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints,"Bo Xin, David Wipf",http://arxiv.org/pdf/1406.2504v3,No journal ref found,none,cs.LG,Summary4135,1406.2541v1,2014-06-10T13:29:09Z,Predictive Entropy Search for Efficient Global Optimization of Black-box Functions,"José Miguel Hernández-Lobato, Matthew W. Hoffman, Zoubin Ghahramani",http://arxiv.org/pdf/1406.2541v1,No journal ref found,none,stat.ML,Summary4136,1406.2622v1,2014-06-10T16:40:56Z,Equivalence of Learning Algorithms,"Julien Audiffren, Hachem Kadri",http://arxiv.org/pdf/1406.2622v1,No journal ref found,none,cs.LG,Summary4137,1406.2661v1,2014-06-10T18:58:17Z,Generative Adversarial Networks,"Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1406.2661v1,No journal ref found,none,stat.ML,Summary4138,1406.2673v2,2014-06-10T19:34:51Z,Mondrian Forests: Efficient Online Random Forests,"Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh",http://arxiv.org/pdf/1406.2673v2,"Advances in Neural Information Processing Systems 27 (NIPS), pages 3140-3148, 2014",none,stat.ML,Summary4139,1406.3190v4,2014-06-12T10:49:50Z,Online Optimization for Large-Scale Max-Norm Regularization,"Jie Shen, Huan Xu, Ping Li",http://arxiv.org/pdf/1406.3190v4,No journal ref found,none,stat.ML,Summary4140,1406.3269v3,2014-06-12T15:40:18Z,Scheduled denoising autoencoders,"Krzysztof J. Geras, Charles Sutton",http://arxiv.org/pdf/1406.3269v3,No journal ref found,none,cs.LG,Summary4141,1406.3650v2,2014-06-13T21:19:09Z,Smoothed Gradients for Stochastic Variational Inference,"Stephan Mandt, David Blei",http://arxiv.org/pdf/1406.3650v2,No journal ref found,none,stat.ML,Summary4142,1406.3781v2,2014-06-14T23:25:05Z,From Stochastic Mixability to Fast Rates,"Nishant A. Mehta, Robert C. Williamson",http://arxiv.org/pdf/1406.3781v2,No journal ref found,none,cs.LG,Summary4143,1406.3816v1,2014-06-15T13:34:27Z,Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning,Francesco Orabona,http://arxiv.org/pdf/1406.3816v1,No journal ref found,none,cs.LG,Summary4144,1406.3837v1,2014-06-15T18:30:51Z,An Incremental Reseeding Strategy for Clustering,"Xavier Bresson, Huiyi Hu, Thomas Laurent, Arthur Szlam, James von Brecht",http://arxiv.org/pdf/1406.3837v1,No journal ref found,none,stat.ML,Summary4145,1406.3896v1,2014-06-16T03:43:20Z,Freeze-Thaw Bayesian Optimization,"Kevin Swersky, Jasper Snoek, Ryan Prescott Adams",http://arxiv.org/pdf/1406.3896v1,No journal ref found,none,stat.ML,Summary4146,1406.3922v2,2014-06-16T07:14:26Z,Personalized Medical Treatments Using Novel Reinforcement Learning Algorithms,Yousuf M. Soliman,http://arxiv.org/pdf/1406.3922v2,No journal ref found,none,cs.LG,Summary4147,1406.3926v1,2014-06-16T08:04:42Z,Bayesian Optimal Control of Smoothly Parameterized Systems: The Lazy Posterior Sampling Algorithm,"Yasin Abbasi-Yadkori, Csaba Szepesvari",http://arxiv.org/pdf/1406.3926v1,No journal ref found,none,cs.LG,Summary4148,1406.4363v2,2014-06-17T13:38:49Z,Distributed Stochastic Optimization of the Regularized Risk,"Shin Matsushima, Hyokun Yun, Xinhua Zhang, S. V. N. Vishwanathan",http://arxiv.org/pdf/1406.4363v2,No journal ref found,none,stat.ML,Summary4149,1406.4566v3,2014-06-18T01:17:27Z,Scalable Latent Tree Model and its Application to Health Analytics,"Furong Huang, Niranjan U. N., Ioakeim Perros, Robert Chen, Jimeng Sun, Anima Anandkumar",http://arxiv.org/pdf/1406.4566v3,No journal ref found,none,cs.LG,Summary4150,1406.4625v4,2014-06-18T07:26:08Z,An Entropy Search Portfolio for Bayesian Optimization,"Bobak Shahriari, Ziyu Wang, Matthew W. Hoffman, Alexandre Bouchard-Côté, Nando de Freitas",http://arxiv.org/pdf/1406.4625v4,No journal ref found,none,stat.ML,Summary4151,1406.5143v2,2014-06-19T18:42:12Z,The Sample Complexity of Learning Linear Predictors with the Squared Loss,Ohad Shamir,http://arxiv.org/pdf/1406.5143v2,No journal ref found,none,cs.LG,Summary4152,1406.5291v3,2014-06-20T07:11:44Z,Generalized Dantzig Selector: Application to the k-support norm,"Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee",http://arxiv.org/pdf/1406.5291v3,No journal ref found,none,stat.ML,Summary4153,1406.5298v2,2014-06-20T07:52:18Z,Semi-Supervised Learning with Deep Generative Models,"Diederik P. Kingma, Danilo J. Rezende, Shakir Mohamed, Max Welling",http://arxiv.org/pdf/1406.5298v2,No journal ref found,none,cs.LG,Summary4154,1406.5362v2,2014-06-20T12:14:45Z,Predicting the Future Behavior of a Time-Varying Probability Distribution,Christoph H. Lampert,http://arxiv.org/pdf/1406.5362v2,No journal ref found,none,stat.ML,Summary4155,1406.5383v3,2014-06-20T13:42:30Z,Noise-adaptive Margin-based Active Learning and Lower Bounds under Tsybakov Noise Condition,"Yining Wang, Aarti Singh",http://arxiv.org/pdf/1406.5383v3,No journal ref found,none,stat.ML,Summary4156,1406.5752v1,2014-06-22T19:16:20Z,Divide-and-Conquer Learning by Anchoring a Conical Hull,"Tianyi Zhou, Jeff Bilmes, Carlos Guestrin",http://arxiv.org/pdf/1406.5752v1,No journal ref found,none,stat.ML,Summary4157,1406.5979v1,2014-06-23T17:00:28Z,Reinforcement and Imitation Learning via Interactive No-Regret Learning,"Stephane Ross, J. Andrew Bagnell",http://arxiv.org/pdf/1406.5979v1,No journal ref found,none,cs.LG,Summary4158,1406.6618v1,2014-06-25T15:48:41Z,When is it Better to Compare than to Score?,"Nihar B. Shah, Sivaraman Balakrishnan, Joseph Bradley, Abhay Parekh, Kannan Ramchandran, Martin Wainwright",http://arxiv.org/pdf/1406.6618v1,No journal ref found,none,stat.ML,Summary4159,1406.6812v1,2014-06-26T08:57:05Z,Online learning in MDPs with side information,"Yasin Abbasi-Yadkori, Gergely Neu",http://arxiv.org/pdf/1406.6812v1,No journal ref found,none,cs.LG,Summary4160,1406.7498v3,2014-06-29T12:34:45Z,Thompson Sampling for Learning Parameterized Markov Decision Processes,"Aditya Gopalan, Shie Mannor",http://arxiv.org/pdf/1406.7498v3,No journal ref found,none,stat.ML,Summary4161,1406.7758v1,2014-06-30T14:35:58Z,Theoretical Analysis of Bayesian Optimisation with Unknown Gaussian Process Hyper-Parameters,"Ziyu Wang, Nando de Freitas",http://arxiv.org/pdf/1406.7758v1,No journal ref found,none,stat.ML,Summary4162,1407.0179v1,2014-07-01T10:44:49Z,Mind the Nuisance: Gaussian Process Classification using Privileged Noise,"Daniel Hernández-Lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert, Novi Quadrianto",http://arxiv.org/pdf/1407.0179v1,No journal ref found,none,stat.ML,Summary4163,1407.0208v2,2014-07-01T12:08:10Z,A Bayes consistent 1-NN classifier,"Aryeh Kontorovich, Roi Weiss",http://arxiv.org/pdf/1407.0208v2,No journal ref found,none,cs.LG,Summary4164,1407.0612v1,2014-07-02T15:32:10Z,Nonparametric Hierarchical Clustering of Functional Data,"Marc Boullé, Romain Guigourès, Fabrice Rossi",http://arxiv.org/pdf/1407.0612v1,"Advances in Knowledge Discovery and Management, Guillet, Fabrice and Pinaud, Bruno and Venturini, Gilles and Zighed, Djamel Abdelkader (Ed.) (2014) 15-35",none,stat.ML,Summary4165,1407.0749v2,2014-07-03T00:19:08Z,Projecting Ising Model Parameters for Fast Mixing,"Justin Domke, Xianghang Liu",http://arxiv.org/pdf/1407.0749v2,No journal ref found,none,cs.LG,Summary4166,1407.0754v1,2014-07-03T00:48:34Z,Structured Learning via Logistic Regression,Justin Domke,http://arxiv.org/pdf/1407.0754v1,No journal ref found,none,cs.LG,Summary4167,1407.0880v2,2014-07-03T12:16:50Z,Anomaly Detection Based on Aggregation of Indicators,"Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi",http://arxiv.org/pdf/1407.0880v2,No journal ref found,none,stat.ML,Summary4168,1407.1176v1,2014-07-04T10:17:43Z,Identifying Higher-order Combinations of Binary Features,"Felipe Llinares, Mahito Sugiyama, Karsten M. Borgwardt",http://arxiv.org/pdf/1407.1176v1,No journal ref found,none,stat.ML,Summary4169,1407.1890v1,2014-07-07T21:23:42Z,Recommending Learning Algorithms and Their Associated Hyperparameters,"Michael R. Smith, Logan Mitchell, Christophe Giraud-Carrier, Tony Martinez",http://arxiv.org/pdf/1407.1890v1,No journal ref found,none,cs.LG,Summary4170,1407.2657v2,2014-07-10T00:34:16Z,Beyond Disagreement-based Agnostic Active Learning,"Chicheng Zhang, Kamalika Chaudhuri",http://arxiv.org/pdf/1407.2657v2,No journal ref found,none,cs.LG,Summary4171,1407.2697v1,2014-07-10T05:45:17Z,A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation,"Aaron J. Defazio, Tiberio S. Caetano",http://arxiv.org/pdf/1407.2697v1,Advances in Neural Information Processing Systems 25 (NIPS 2012),none,cs.LG,Summary4172,1407.2710v1,2014-07-10T07:01:31Z,"Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems","Aaron J. Defazio, Tibério S. Caetano, Justin Domke",http://arxiv.org/pdf/1407.2710v1,International Conference on Machine Learning 2014,none,cs.LG,Summary4173,1407.3422v3,2014-07-12T23:57:07Z,A Spectral Algorithm for Inference in Hidden Semi-Markov Models,"Igor Melnyk, Arindam Banerjee",http://arxiv.org/pdf/1407.3422v3,No journal ref found,none,stat.ML,Summary4174,1407.3619v1,2014-07-14T12:14:08Z,On the Power of Adaptivity in Matrix Completion and Approximation,"Akshay Krishnamurthy, Aarti Singh",http://arxiv.org/pdf/1407.3619v1,No journal ref found,none,stat.ML,Summary4175,1407.4443v2,2014-07-16T19:44:15Z,On the Complexity of Best Arm Identification in Multi-Armed Bandit Models,"Emilie Kaufmann, Olivier Cappé, Aurélien Garivier",http://arxiv.org/pdf/1407.4443v2,"Journal of Machine Learning Research, Journal of Machine Learning Research, 2016, 17, pp.1-42",none,stat.ML,Summary4176,1407.5155v4,2014-07-19T06:50:19Z,Sparse and spurious: dictionary learning with noise and outliers,"Rémi Gribonval, Rodolphe Jenatton, Francis Bach",http://arxiv.org/pdf/1407.5155v4,No journal ref found,none,cs.LG,Summary4177,1407.5599v4,2014-07-21T19:05:47Z,Scalable Kernel Methods via Doubly Stochastic Gradients,"Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Maria-Florina Balcan, Le Song",http://arxiv.org/pdf/1407.5599v4,No journal ref found,none,cs.LG,Summary4178,1407.6094v1,2014-07-23T02:47:47Z,Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records,"Shivapratap Gopakumar, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1407.6094v1,No journal ref found,none,stat.ML,Summary4179,1407.6810v2,2014-07-25T08:30:04Z,Dissimilarity-based Sparse Subset Selection,"Ehsan Elhamifar, Guillermo Sapiro, S. Shankar Sastry",http://arxiv.org/pdf/1407.6810v2,No journal ref found,none,cs.LG,Summary4180,1407.7508v1,2014-07-28T19:28:26Z,Efficient Regularized Regression for Variable Selection with L0 Penalty,"Zhenqiu Liu, Gang Li",http://arxiv.org/pdf/1407.7508v1,No journal ref found,none,cs.LG,Summary4181,1407.7584v1,2014-07-28T21:59:06Z,Dynamic Feature Scaling for Online Learning of Binary Classifiers,Danushka Bollegala,http://arxiv.org/pdf/1407.7584v1,No journal ref found,none,cs.LG,Summary4182,1407.7644v2,2014-07-29T07:19:08Z,Estimating the Accuracies of Multiple Classifiers Without Labeled Data,"Ariel Jaffe, Boaz Nadler, Yuval Kluger",http://arxiv.org/pdf/1407.7644v2,No journal ref found,none,stat.ML,Summary4183,1407.7691v1,2014-07-29T11:09:59Z,NMF with Sparse Regularizations in Transformed Domains,"Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck",http://arxiv.org/pdf/1407.7691v1,"SIAM J. Imaging Sci., 7(4), 2020-2047. (28 pages)",none,stat.ML,Summary4184,1407.7819v1,2014-07-29T18:37:15Z,Sure Screening for Gaussian Graphical Models,"Shikai Luo, Rui Song, Daniela Witten",http://arxiv.org/pdf/1407.7819v1,No journal ref found,none,stat.ML,Summary4185,1407.8042v1,2014-07-30T13:54:58Z,Targeting Optimal Active Learning via Example Quality,"Lewis P. G. Evans, Niall M. Adams, Christoforos Anagnostopoulos",http://arxiv.org/pdf/1407.8042v1,No journal ref found,none,stat.ML,Summary4186,1410.0123v1,2014-10-01T06:55:11Z,Deep Tempering,"Guillaume Desjardins, Heng Luo, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1410.0123v1,No journal ref found,none,cs.LG,Summary4187,1410.0334v1,2014-10-01T19:09:02Z,Domain adaptation of weighted majority votes via perturbed variation-based self-labeling,Emilie Morvant,http://arxiv.org/pdf/1410.0334v1,Pattern Recognition Letters (2014) To be published,none,stat.ML,Summary4188,1410.0440v1,2014-10-02T02:28:04Z,Scalable Nonlinear Learning with Adaptive Polynomial Expansions,"Alekh Agarwal, Alina Beygelzimer, Daniel Hsu, John Langford, Matus Telgarsky",http://arxiv.org/pdf/1410.0440v1,No journal ref found,none,cs.LG,Summary4189,1410.0576v1,2014-10-02T14:49:59Z,Mapping Energy Landscapes of Non-Convex Learning Problems,"Maria Pavlovskaia, Kewei Tu, Song-Chun Zhu",http://arxiv.org/pdf/1410.0576v1,No journal ref found,none,stat.ML,Summary4190,1410.1068v1,2014-10-04T17:36:58Z,"Gamma Processes, Stick-Breaking, and Variational Inference","Anirban Roychowdhury, Brian Kulis",http://arxiv.org/pdf/1410.1068v1,No journal ref found,none,stat.ML,Summary4191,1410.3314v1,2014-10-13T14:04:15Z,Propagation Kernels,"Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting",http://arxiv.org/pdf/1410.3314v1,No journal ref found,none,stat.ML,Summary4192,1410.3348v1,2014-10-13T15:27:45Z,Fast Multilevel Support Vector Machines,"Talayeh Razzaghi, Ilya Safro",http://arxiv.org/pdf/1410.3348v1,No journal ref found,none,stat.ML,Summary4193,1410.3595v1,2014-10-14T07:29:35Z,A stochastic behavior analysis of stochastic restricted-gradient descent algorithm in reproducing kernel Hilbert spaces,"Masa-aki Takizawa, Masahiro Yukawa, Cedric Richard",http://arxiv.org/pdf/1410.3595v1,No journal ref found,none,cs.LG,Summary4194,1410.4391v4,2014-10-16T12:15:17Z,Multivariate Spearmans rho for aggregating ranks using copulas,"Justin Bedo, Cheng Soon Ong",http://arxiv.org/pdf/1410.4391v4,"Journal of Machine Learning Research, 17(201):1-30, 2016",none,stat.ML,Summary4195,1410.4744v1,2014-10-17T14:43:43Z,mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting,"Jakub Konečný, Jie Liu, Peter Richtárik, Martin Takáč",http://arxiv.org/pdf/1410.4744v1,No journal ref found,none,cs.LG,Summary4196,1410.4777v1,2014-10-17T15:55:46Z,A Hierarchical Multi-Output Nearest Neighbor Model for Multi-Output Dependence Learning,"Richard G. Morris, Tony Martinez, Michael R. Smith",http://arxiv.org/pdf/1410.4777v1,No journal ref found,none,stat.ML,Summary4197,1410.5137v2,2014-10-20T02:29:27Z,On Iterative Hard Thresholding Methods for High-dimensional M-Estimation,"Prateek Jain, Ambuj Tewari, Purushottam Kar",http://arxiv.org/pdf/1410.5137v2,No journal ref found,none,cs.LG,Summary4198,1410.5684v1,2014-10-21T14:36:26Z,Regularizing Recurrent Networks - On Injected Noise and Norm-based Methods,"Saahil Ognawala, Justin Bayer",http://arxiv.org/pdf/1410.5684v1,No journal ref found,none,stat.ML,Summary4199,1410.5884v1,2014-10-21T23:32:24Z,Mean-Field Networks,"Yujia Li, Richard Zemel",http://arxiv.org/pdf/1410.5884v1,No journal ref found,none,cs.LG,Summary4200,1410.5920v1,2014-10-22T06:09:58Z,Active Regression by Stratification,"Sivan Sabato, Remi Munos",http://arxiv.org/pdf/1410.5920v1,"Neural Information Processing Systems, 2014",none,stat.ML,Summary4201,1410.6382v1,2014-10-23T14:55:09Z,Attribute Efficient Linear Regression with Data-Dependent Sampling,"Doron Kukliansky, Ohad Shamir",http://arxiv.org/pdf/1410.6382v1,No journal ref found,none,cs.LG,Summary4202,1410.6776v1,2014-10-24T18:45:23Z,Online and Stochastic Gradient Methods for Non-decomposable Loss Functions,"Purushottam Kar, Harikrishna Narasimhan, Prateek Jain",http://arxiv.org/pdf/1410.6776v1,No journal ref found,none,cs.LG,Summary4203,1410.6880v1,2014-10-25T04:06:49Z,Screening Rules for Overlapping Group Lasso,"Seunghak Lee, Eric P. Xing",http://arxiv.org/pdf/1410.6880v1,No journal ref found,none,stat.ML,Summary4204,1410.6990v1,2014-10-26T05:52:33Z,Local Rademacher Complexity for Multi-label Learning,"Chang Xu, Tongliang Liu, Dacheng Tao, Chao Xu",http://arxiv.org/pdf/1410.6990v1,No journal ref found,none,stat.ML,Summary4205,1410.6991v3,2014-10-26T06:00:36Z,A provable SVD-based algorithm for learning topics in dominant admixture corpus,"Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan",http://arxiv.org/pdf/1410.6991v3,No journal ref found,none,stat.ML,Summary4206,1410.7414v1,2014-10-27T20:15:18Z,Fast Function to Function Regression,"Junier Oliva, Willie Neiswanger, Barnabas Poczos, Eric Xing, Jeff Schneider",http://arxiv.org/pdf/1410.7414v1,No journal ref found,none,stat.ML,Summary4207,1410.8043v1,2014-10-29T16:19:21Z,High-Performance Distributed ML at Scale through Parameter Server Consistency Models,"Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing",http://arxiv.org/pdf/1410.8043v1,No journal ref found,none,cs.LG,Summary4208,1410.8675v1,2014-10-31T09:01:27Z,Partition-wise Linear Models,"Hidekazu Oiwa, Ryohei Fujimaki",http://arxiv.org/pdf/1410.8675v1,No journal ref found,none,stat.ML,Summary4209,1411.0023v2,2014-10-31T20:46:44Z,Validation of Matching,"Ya Le, Eric Bax, Nicola Barbieri, David Garcia Soriano, Jitesh Mehta, James Li",http://arxiv.org/pdf/1411.0023v2,No journal ref found,none,cs.LG,Summary4210,1411.0292v2,2014-11-02T18:50:14Z,Population Empirical Bayes,"Alp Kucukelbir, David M. Blei",http://arxiv.org/pdf/1411.0292v2,No journal ref found,none,stat.ML,Summary4211,1411.0997v1,2014-11-04T18:46:34Z,Iterated geometric harmonics for data imputation and reconstruction of missing data,"Chad Eckman, Jonathan A. Lindgren, Erin P. J. Pearse, David J. Sacco, Zachariah Zhang",http://arxiv.org/pdf/1411.0997v1,No journal ref found,none,cs.LG,Summary4212,1411.1088v1,2014-11-04T21:23:35Z,Expectation-Maximization for Learning Determinantal Point Processes,"Jennifer Gillenwater, Alex Kulesza, Emily Fox, Ben Taskar",http://arxiv.org/pdf/1411.1088v1,"Neural Information Processing Systems (NIPS), 2014",none,stat.ML,Summary4213,1411.1119v3,2014-11-05T00:43:08Z,Projecting Markov Random Field Parameters for Fast Mixing,"Xianghang Liu, Justin Domke",http://arxiv.org/pdf/1411.1119v3,No journal ref found,none,cs.LG,Summary4214,1411.1158v1,2014-11-05T06:18:14Z,On the Complexity of Learning with Kernels,"Nicolò Cesa-Bianchi, Yishay Mansour, Ohad Shamir",http://arxiv.org/pdf/1411.1158v1,No journal ref found,none,cs.LG,Summary4215,1411.1488v2,2014-11-06T03:25:54Z,Analyzing Tensor Power Method Dynamics in Overcomplete Regime,"Anima Anandkumar, Rong Ge, Majid Janzamin",http://arxiv.org/pdf/1411.1488v2,No journal ref found,none,cs.LG,Summary4216,1411.1804v2,2014-11-07T00:51:03Z,Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference,"Dawen Liang, Matthew D. Hoffman",http://arxiv.org/pdf/1411.1804v2,No journal ref found,none,stat.ML,Summary4217,1411.1810v4,2014-11-07T01:28:41Z,Variational Tempering,"Stephan Mandt, James McInerney, Farhan Abrol, Rajesh Ranganath, David Blei",http://arxiv.org/pdf/1411.1810v4,"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016), pages 704-712",none,stat.ML,Summary4218,1411.1990v2,2014-11-07T17:24:30Z,A totally unimodular view of structured sparsity,"Marwa El Halabi, Volkan Cevher",http://arxiv.org/pdf/1411.1990v2,No journal ref found,none,cs.LG,Summary4219,1411.2331v1,2014-11-10T05:43:28Z,N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data,"Makoto Yamada, Avishek Saha, Hua Ouyang, Dawei Yin, Yi Chang",http://arxiv.org/pdf/1411.2331v1,No journal ref found,none,stat.ML,Summary4220,1411.2337v1,2014-11-10T06:41:20Z,Multi-Task Metric Learning on Network Data,"Chen Fang, Daniel N. Rockmore",http://arxiv.org/pdf/1411.2337v1,No journal ref found,none,stat.ML,Summary4221,1411.2374v2,2014-11-10T10:40:47Z,Similarity Learning for High-Dimensional Sparse Data,"Kuan Liu, Aurélien Bellet, Fei Sha",http://arxiv.org/pdf/1411.2374v2,No journal ref found,none,cs.LG,Summary4222,1411.2581v1,2014-11-10T20:57:30Z,Deep Exponential Families,"Rajesh Ranganath, Linpeng Tang, Laurent Charlin, David M. Blei",http://arxiv.org/pdf/1411.2581v1,No journal ref found,none,stat.ML,Summary4223,1411.3128v2,2014-11-12T10:40:52Z,Deep Multi-Instance Transfer Learning,"Dimitrios Kotzias, Misha Denil, Phil Blunsom, Nando de Freitas",http://arxiv.org/pdf/1411.3128v2,No journal ref found,none,cs.LG,Summary4224,1411.3409v1,2014-11-13T00:51:19Z,A Randomized Algorithm for CCA,"Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1411.3409v1,No journal ref found,none,stat.ML,Summary4225,1411.3413v1,2014-11-13T01:01:01Z,Multi-view Anomaly Detection via Probabilistic Latent Variable Models,"Tomoharu Iwata, Makoto Yamada",http://arxiv.org/pdf/1411.3413v1,No journal ref found,none,stat.ML,Summary4226,1411.3436v1,2014-11-13T03:34:32Z,SelfieBoost: A Boosting Algorithm for Deep Learning,Shai Shalev-Shwartz,http://arxiv.org/pdf/1411.3436v1,No journal ref found,none,stat.ML,Summary4227,1411.4000v2,2014-11-14T18:24:20Z,How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets,"Zhiyun Lu, Avner May, Kuan Liu, Alireza Bagheri Garakani, Dong Guo, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha",http://arxiv.org/pdf/1411.4000v2,No journal ref found,none,cs.LG,Summary4228,1411.4068v1,2014-11-14T21:59:38Z,Dynamic Programming for Instance Annotation in Multi-instance Multi-label Learning,"Anh T. Pham, Raviv Raich, Xiaoli Z. Fern",http://arxiv.org/pdf/1411.4068v1,No journal ref found,none,stat.ML,Summary4229,1411.4286v1,2014-11-16T17:58:18Z,HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection,"Zhiwei Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty",http://arxiv.org/pdf/1411.4286v1,No journal ref found,none,stat.ML,Summary4230,1411.4503v2,2014-11-17T14:59:25Z,Outlier-Robust Convex Segmentation,"Itamar Katz, Koby Crammer",http://arxiv.org/pdf/1411.4503v2,No journal ref found,none,cs.LG,Summary4231,1411.4521v1,2014-11-17T15:57:11Z,Implicitly Constrained Semi-Supervised Linear Discriminant Analysis,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1411.4521v1,No journal ref found,none,stat.ML,Summary4232,1411.5010v1,2014-11-18T20:52:52Z,Nonnegative Tensor Factorization for Directional Blind Audio Source Separation,Noah D. Stein,http://arxiv.org/pdf/1411.5010v1,No journal ref found,none,stat.ML,Summary4233,1411.5172v1,2014-11-19T10:48:50Z,Learning nonparametric differential equations with operator-valued kernels and gradient matching,"Markus Heinonen, Florence dAlché-Buc",http://arxiv.org/pdf/1411.5172v1,No journal ref found,none,cs.LG,Summary4234,1411.5260v1,2014-11-19T15:45:54Z,Large-Margin Classification with Multiple Decision Rules,"Patrick K. Kimes, D. Neil Hayes, J. S. Marron, Yufeng Liu",http://arxiv.org/pdf/1411.5260v1,No journal ref found,none,stat.ML,Summary4235,1411.6400v2,2014-11-24T10:15:17Z,Mutual Information-Based Unsupervised Feature Transformation for Heterogeneous Feature Subset Selection,"Min Wei, Tommy W. S. Chow, Rosa H. M. Chan",http://arxiv.org/pdf/1411.6400v2,No journal ref found,none,stat.ML,Summary4236,1411.6520v1,2014-11-24T16:40:33Z,Distributed Coordinate Descent for L1-regularized Logistic Regression,"Ilya Trofimov, Alexander Genkin",http://arxiv.org/pdf/1411.6520v1,"Analysis of Images, Social Networks and Texts. Fourth International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015, Revised Selected Papers. Communications in Computer and Information Science, Vol. 542, 243-254, Springer",none,stat.ML,Summary4237,1411.7200v1,2014-11-26T12:14:22Z,Localized Complexities for Transductive Learning,"Ilya Tolstikhin, Gilles Blanchard, Marius Kloft",http://arxiv.org/pdf/1411.7200v1,No journal ref found,none,stat.ML,Summary4238,1411.7432v1,2014-11-27T00:27:05Z,Metrics for Probabilistic Geometries,"Alessandra Tosi, Søren Hauberg, Alfredo Vellido, Neil D. Lawrence",http://arxiv.org/pdf/1411.7432v1,No journal ref found,none,stat.ML,Summary4239,1411.7610v3,2014-11-27T14:22:36Z,Learning Stochastic Recurrent Networks,"Justin Bayer, Christian Osendorfer",http://arxiv.org/pdf/1411.7610v3,No journal ref found,none,stat.ML,Summary4240,1411.7717v3,2014-11-27T23:02:41Z,On the Expressive Efficiency of Sum Product Networks,"James Martens, Venkatesh Medabalimi",http://arxiv.org/pdf/1411.7717v3,No journal ref found,none,cs.LG,Summary4241,1411.7718v2,2014-11-27T23:18:51Z,Classification with Noisy Labels by Importance Reweighting,"Tongliang Liu, Dacheng Tao",http://arxiv.org/pdf/1411.7718v2,No journal ref found,none,stat.ML,Summary4242,1412.1193v7,2014-12-03T05:21:13Z,New insights and perspectives on the natural gradient method,James Martens,http://arxiv.org/pdf/1412.1193v7,No journal ref found,none,cs.LG,Summary4243,1412.1271v2,2014-12-03T10:57:35Z,Deep Distributed Random Samplings for Supervised Learning: An Alternative to Random Forests?,Xiao-Lei Zhang,http://arxiv.org/pdf/1412.1271v2,No journal ref found,none,cs.LG,Summary4244,1412.1353v1,2014-12-03T15:02:51Z,Curriculum Learning of Multiple Tasks,"Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert",http://arxiv.org/pdf/1412.1353v1,No journal ref found,none,stat.ML,Summary4245,1412.2113v3,2014-12-05T19:42:22Z,Consistent Collective Matrix Completion under Joint Low Rank Structure,"Suriya Gunasekar, Makoto Yamada, Dawei Yin, Yi Chang",http://arxiv.org/pdf/1412.2113v3,No journal ref found,none,stat.ML,Summary4246,1412.2404v3,2014-12-07T22:02:33Z,Dimensionality Reduction with Subspace Structure Preservation,"Devansh Arpit, Ifeoma Nwogu, Venu Govindaraju",http://arxiv.org/pdf/1412.2404v3,No journal ref found,none,cs.LG,Summary4247,1412.2863v2,2014-12-09T06:22:19Z,Score Function Features for Discriminative Learning: Matrix and Tensor Framework,"Majid Janzamin, Hanie Sedghi, Anima Anandkumar",http://arxiv.org/pdf/1412.2863v2,No journal ref found,none,cs.LG,Summary4248,1412.2929v1,2014-12-09T12:01:03Z,Bayesian Fishers Discriminant for Functional Data,"Yao-Hsiang Yang, Lu-Hung Chen, Chieh-Chih Wang, Chu-Song Chen",http://arxiv.org/pdf/1412.2929v1,No journal ref found,none,cs.LG,Summary4249,1412.3046v4,2014-12-09T18:27:48Z,Provable Tensor Methods for Learning Mixtures of Generalized Linear Models,"Hanie Sedghi, Majid Janzamin, Anima Anandkumar",http://arxiv.org/pdf/1412.3046v4,No journal ref found,none,cs.LG,Summary4250,1412.3276v1,2014-12-10T12:28:34Z,Generalised Entropy MDPs and Minimax Regret,"Emmanouil G. Androulakis, Christos Dimitrakakis",http://arxiv.org/pdf/1412.3276v1,No journal ref found,none,cs.LG,Summary4251,1412.3411v2,2014-12-10T19:04:52Z,GP-select: Accelerating EM using adaptive subspace preselection,"Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Joerg Luecke, Arthur Gretton",http://arxiv.org/pdf/1412.3411v2,No journal ref found,none,stat.ML,Summary4252,1412.3705v3,2014-12-11T16:15:53Z,A Topic Modeling Approach to Ranking,"Weicong Ding, Prakash Ishwar, Venkatesh Saligrama",http://arxiv.org/pdf/1412.3705v3,No journal ref found,none,cs.LG,Summary4253,1412.4080v1,2014-12-12T18:39:56Z,Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso,"Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval",http://arxiv.org/pdf/1412.4080v1,No journal ref found,none,stat.ML,Summary4254,1412.5236v1,2014-12-17T01:16:31Z,The supervised hierarchical Dirichlet process,"Andrew M. Dai, Amos J. Storkey",http://arxiv.org/pdf/1412.5236v1,No journal ref found,none,stat.ML,Summary4255,1412.5272v1,2014-12-17T07:11:01Z,Consistency Analysis of an Empirical Minimum Error Entropy Algorithm,"Jun Fan, Ting Hu, Qiang Wu, Ding-Xuan Zhou",http://arxiv.org/pdf/1412.5272v1,No journal ref found,none,cs.LG,Summary4256,1412.5744v6,2014-12-18T07:51:24Z,Stochastic Descent Analysis of Representation Learning Algorithms,Richard M. Golden,http://arxiv.org/pdf/1412.5744v6,No journal ref found,none,stat.ML,Summary4257,1412.5967v1,2014-12-18T17:46:41Z,Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics,"Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk",http://arxiv.org/pdf/1412.5967v1,"In Proc. 6th Intl. Conf. on Educational Data Mining, pages 90-97, July 2013",none,stat.ML,Summary4258,1412.5968v1,2014-12-18T17:48:17Z,Quantized Matrix Completion for Personalized Learning,"Andrew S. Lan, Christoph Studer, Richard G. Baraniuk",http://arxiv.org/pdf/1412.5968v1,"In Proc. 7th Intl. Conf. on Educational Data Mining, pages 280-283, July 2014",none,stat.ML,Summary4259,1412.6039v3,2014-12-18T20:01:38Z,Generative Deep Deconvolutional Learning,"Yunchen Pu, Xin Yuan, Lawrence Carin",http://arxiv.org/pdf/1412.6039v3,No journal ref found,none,stat.ML,Summary4260,1412.6286v3,2014-12-19T11:01:21Z,Regression with Linear Factored Functions,"Wendelin Böhmer, Klaus Obermayer",http://arxiv.org/pdf/1412.6286v3,No journal ref found,none,cs.LG,Summary4261,1412.6388v1,2014-12-19T15:44:02Z,Distributed Decision Trees,"Ozan İrsoy, Ethem Alpaydın",http://arxiv.org/pdf/1412.6388v1,No journal ref found,none,cs.LG,Summary4262,1412.6493v1,2014-12-19T19:27:21Z,A la Carte - Learning Fast Kernels,"Zichao Yang, Alexander J. Smola, Le Song, Andrew Gordon Wilson",http://arxiv.org/pdf/1412.6493v1,No journal ref found,none,cs.LG,Summary4263,1412.6506v1,2014-12-19T20:06:02Z,Cauchy Principal Component Analysis,"Pengtao Xie, Eric Xing",http://arxiv.org/pdf/1412.6506v1,No journal ref found,none,cs.LG,Summary4264,1412.6514v2,2014-12-19T20:18:36Z,Score Function Features for Discriminative Learning,"Majid Janzamin, Hanie Sedghi, Anima Anandkumar",http://arxiv.org/pdf/1412.6514v2,No journal ref found,none,cs.LG,Summary4265,1412.6572v3,2014-12-20T01:17:12Z,Explaining and Harnessing Adversarial Examples,"Ian J. Goodfellow, Jonathon Shlens, Christian Szegedy",http://arxiv.org/pdf/1412.6572v3,No journal ref found,none,stat.ML,Summary4266,1412.6606v2,2014-12-20T05:14:13Z,Competing with the Empirical Risk Minimizer in a Single Pass,"Roy Frostig, Rong Ge, Sham M. Kakade, Aaron Sidford",http://arxiv.org/pdf/1412.6606v2,No journal ref found,none,stat.ML,Summary4267,1412.6615v4,2014-12-20T06:57:12Z,Explorations on high dimensional landscapes,"Levent Sagun, V. Ugur Guney, Gerard Ben Arous, Yann LeCun",http://arxiv.org/pdf/1412.6615v4,No journal ref found,none,stat.ML,Summary4268,1412.6651v8,2014-12-20T13:22:23Z,Deep learning with Elastic Averaging SGD,"Sixin Zhang, Anna Choromanska, Yann LeCun",http://arxiv.org/pdf/1412.6651v8,No journal ref found,none,cs.LG,Summary4269,1412.6734v1,2014-12-21T06:53:15Z,Implicit Temporal Differences,"Aviv Tamar, Panos Toulis, Shie Mannor, Edoardo M. Airoldi",http://arxiv.org/pdf/1412.6734v1,No journal ref found,none,stat.ML,Summary4270,1412.6741v1,2014-12-21T08:30:57Z,Locally Weighted Learning for Naive Bayes Classifier,"Kim-Hung Li, Cheuk Ting Li",http://arxiv.org/pdf/1412.6741v1,No journal ref found,none,stat.ML,Summary4271,1412.6752v1,2014-12-21T09:50:32Z,Correlation of Data Reconstruction Error and Shrinkages in Pair-wise Distances under Principal Component Analysis (PCA),Abdulrahman Oladipupo Ibraheem,http://arxiv.org/pdf/1412.6752v1,No journal ref found,none,cs.LG,Summary4272,1412.6785v2,2014-12-21T13:40:29Z,Principal Sensitivity Analysis,"Sotetsu Koyamada, Masanori Koyama, Ken Nakae, Shin Ishii",http://arxiv.org/pdf/1412.6785v2,No journal ref found,none,stat.ML,Summary4273,1412.7868v2,2014-12-25T21:59:46Z,Gaussian Process Pseudo-Likelihood Models for Sequence Labeling,"P. K. Srijith, P. Balamurugan, Shirish Shevade",http://arxiv.org/pdf/1412.7868v2,No journal ref found,none,cs.LG,Summary4274,1412.7938v2,2014-12-26T13:56:02Z,Adjusting Leverage Scores by Row Weighting: A Practical Approach to Coherent Matrix Completion,"Shusen Wang, Tong Zhang, Zhihua Zhang",http://arxiv.org/pdf/1412.7938v2,No journal ref found,none,cs.LG,Summary4275,1412.8566v1,2014-12-30T06:13:10Z,Accurate and Conservative Estimates of MRF Log-likelihood using Reverse Annealing,"Yuri Burda, Roger B. Grosse, Ruslan Salakhutdinov",http://arxiv.org/pdf/1412.8566v1,No journal ref found,none,cs.LG,Summary4276,1502.00133v1,2015-01-31T16:18:14Z,Sparse Dueling Bandits,"Kevin Jamieson, Sumeet Katariya, Atul Deshpande, Robert Nowak",http://arxiv.org/pdf/1502.00133v1,No journal ref found,none,stat.ML,Summary4277,1502.00231v1,2015-02-01T10:44:26Z,Feature Selection with Redundancy-complementariness Dispersion,"Zhijun Chen, Chaozhong Wu, Yishi Zhang, Zhen Huang, Bin Ran, Ming Zhong, Nengchao Lyu",http://arxiv.org/pdf/1502.00231v1,No journal ref found,none,cs.LG,Summary4278,1502.01176v1,2015-02-04T12:27:04Z,Learning Local Invariant Mahalanobis Distances,"Ethan Fetaya, Shimon Ullman",http://arxiv.org/pdf/1502.01176v1,No journal ref found,none,cs.LG,Summary4279,1502.01418v2,2015-02-05T03:03:16Z,RELEAF: An Algorithm for Learning and Exploiting Relevance,"Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1502.01418v2,No journal ref found,none,cs.LG,Summary4280,1502.01664v1,2015-02-05T18:13:34Z,Estimating Optimal Active Learning via Model Retraining Improvement,"Lewis P. G. Evans, Niall M. Adams, Christoforos Anagnostopoulos",http://arxiv.org/pdf/1502.01664v1,No journal ref found,none,stat.ML,Summary4281,1502.01705v1,2015-02-05T20:28:01Z,A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines,"Xiaozhao Zhao, Yuexian Hou, Dawei Song, Wenjie Li",http://arxiv.org/pdf/1502.01705v1,No journal ref found,none,cs.LG,Summary4282,1502.01783v1,2015-02-06T03:36:51Z,Learning Efficient Anomaly Detectors from $K$-NN Graphs,"Jing Qian, Jonathan Root, Venkatesh Saligrama",http://arxiv.org/pdf/1502.01783v1,No journal ref found,none,cs.LG,Summary4283,1502.02127v2,2015-02-07T11:46:22Z,Hyperparameter Search in Machine Learning,"Marc Claesen, Bart De Moor",http://arxiv.org/pdf/1502.02127v2,No journal ref found,none,cs.LG,Summary4284,1502.02206v2,2015-02-08T03:18:50Z,Learning to Search Better Than Your Teacher,"Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford",http://arxiv.org/pdf/1502.02206v2,No journal ref found,none,cs.LG,Summary4285,1502.02259v1,2015-02-08T14:58:50Z,Contextual Markov Decision Processes,"Assaf Hallak, Dotan Di Castro, Shie Mannor",http://arxiv.org/pdf/1502.02259v1,No journal ref found,none,stat.ML,Summary4286,1502.02362v2,2015-02-09T05:09:25Z,Counterfactual Risk Minimization: Learning from Logged Bandit Feedback,"Adith Swaminathan, Thorsten Joachims",http://arxiv.org/pdf/1502.02362v2,No journal ref found,none,cs.LG,Summary4287,1502.02377v2,2015-02-09T06:42:02Z,Sparse Coding with Earth Movers Distance for Multi-Instance Histogram Representation,"Mohua Zhang, Jianhua Peng, Xuejie Liu, Jim Jing-Yan Wang",http://arxiv.org/pdf/1502.02377v2,No journal ref found,none,cs.LG,Summary4288,1502.02558v4,2015-02-09T16:49:31Z,K2-ABC: Approximate Bayesian Computation with Kernel Embeddings,"Mijung Park, Wittawat Jitkrittum, Dino Sejdinovic",http://arxiv.org/pdf/1502.02558v4,No journal ref found,none,stat.ML,Summary4289,1502.02763v2,2015-02-10T02:56:04Z,Cascading Bandits: Learning to Rank in the Cascade Model,"Branislav Kveton, Csaba Szepesvari, Zheng Wen, Azin Ashkan",http://arxiv.org/pdf/1502.02763v2,No journal ref found,none,cs.LG,Summary4290,1502.03255v1,2015-02-11T10:42:40Z,Off-policy evaluation for MDPs with unknown structure,"Assaf Hallak, François Schnitzler, Timothy Mann, Shie Mannor",http://arxiv.org/pdf/1502.03255v1,No journal ref found,none,stat.ML,Summary4291,1502.03491v1,2015-02-11T23:44:02Z,How to show a probabilistic model is better,"Mithun Chakraborty, Sanmay Das, Allen Lavoie",http://arxiv.org/pdf/1502.03491v1,No journal ref found,none,stat.ML,Summary4292,1502.03492v3,2015-02-11T23:52:36Z,Gradient-based Hyperparameter Optimization through Reversible Learning,"Dougal Maclaurin, David Duvenaud, Ryan P. Adams",http://arxiv.org/pdf/1502.03492v3,No journal ref found,none,stat.ML,Summary4293,1502.04033v2,2015-02-13T15:48:00Z,The Responsibility Weighted Mahalanobis Kernel for Semi-Supervised Training of Support Vector Machines for Classification,"Tobias Reitmaier, Bernhard Sick",http://arxiv.org/pdf/1502.04033v2,No journal ref found,none,cs.LG,Summary4294,1502.04148v2,2015-02-13T23:18:35Z,A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA,"James Voss, Mikhail Belkin, Luis Rademacher",http://arxiv.org/pdf/1502.04148v2,No journal ref found,none,cs.LG,Summary4295,1502.04168v2,2015-02-14T05:37:32Z,Nonparametric regression using needlet kernels for spherical data,Shaobo Lin,http://arxiv.org/pdf/1502.04168v2,No journal ref found,none,cs.LG,Summary4296,1502.04868v2,2015-02-17T11:59:44Z,Proper Complex Gaussian Processes for Regression,"Rafael Boloix-Tortosa, F. Javier Payán-Somet, Eva Arias-de-Reyna, Juan José Murillo-Fuentes",http://arxiv.org/pdf/1502.04868v2,No journal ref found,none,cs.LG,Summary4297,1502.05556v1,2015-02-19T12:50:13Z,Robust Active Ranking from Sparse Noisy Comparisons,"Lucas Maystre, Matthias Grossglauser",http://arxiv.org/pdf/1502.05556v1,No journal ref found,none,stat.ML,Summary4298,1502.05890v4,2015-02-20T14:55:41Z,Contextual Semibandits via Supervised Learning Oracles,"Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudik",http://arxiv.org/pdf/1502.05890v4,No journal ref found,none,cs.LG,Summary4299,1502.05925v1,2015-02-20T16:42:40Z,Feature-Budgeted Random Forest,"Feng Nan, Joseph Wang, Venkatesh Saligrama",http://arxiv.org/pdf/1502.05925v1,No journal ref found,none,stat.ML,Summary4300,1502.06189v2,2015-02-22T06:44:18Z,"Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS)","Hamed Firouzi, Alfred Hero, Bala Rajaratnam",http://arxiv.org/pdf/1502.06189v2,No journal ref found,none,stat.ML,Summary4301,1502.06354v2,2015-02-23T09:12:26Z,First-order regret bounds for combinatorial semi-bandits,Gergely Neu,http://arxiv.org/pdf/1502.06354v2,No journal ref found,none,cs.LG,Summary4302,1502.06531v2,2015-02-23T18:08:07Z,Scalable Variational Inference in Log-supermodular Models,"Josip Djolonga, Andreas Krause",http://arxiv.org/pdf/1502.06531v2,No journal ref found,none,cs.LG,Summary4303,1502.07190v3,2015-02-25T14:57:55Z,Topic-adjusted visibility metric for scientific articles,"Linda S. L. Tan, Aik Hui Chan, Tian Zheng",http://arxiv.org/pdf/1502.07190v3,"Annals of Applied Statistics, Volume 10, Number 1 (2016), 1-31",none,stat.ML,Summary4304,1502.07229v1,2015-02-25T16:26:33Z,Online Pairwise Learning Algorithms with Kernels,"Yiming Ying, Ding-Xuan Zhou",http://arxiv.org/pdf/1502.07229v1,No journal ref found,none,stat.ML,Summary4305,1502.07645v2,2015-02-26T17:38:47Z,Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo,"Yu-Xiang Wang, Stephen E. Fienberg, Alex Smola",http://arxiv.org/pdf/1502.07645v2,No journal ref found,none,stat.ML,Summary4306,1502.07697v2,2015-02-26T19:47:41Z,A Chaining Algorithm for Online Nonparametric Regression,"Pierre Gaillard, Sébastien Gerchinovitz",http://arxiv.org/pdf/1502.07697v2,No journal ref found,none,stat.ML,Summary4307,1502.07813v1,2015-02-27T03:32:49Z,Minimum message length estimation of mixtures of multivariate Gaussian and von Mises-Fisher distributions,"Parthan Kasarapu, Lloyd Allison",http://arxiv.org/pdf/1502.07813v1,No journal ref found,none,cs.LG,Summary4308,1502.07943v1,2015-02-27T15:58:45Z,Non-stochastic Best Arm Identification and Hyperparameter Optimization,"Kevin Jamieson, Ameet Talwalkar",http://arxiv.org/pdf/1502.07943v1,No journal ref found,none,cs.LG,Summary4309,1502.08009v1,2015-02-27T18:56:45Z,Second-order Quantile Methods for Experts and Combinatorial Games,"Wouter M. Koolen, Tim van Erven",http://arxiv.org/pdf/1502.08009v1,No journal ref found,none,cs.LG,Summary4310,1503.00164v2,2015-02-28T18:32:45Z,Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs,"Braxton Osting, Jiechao Xiong, Qianqian Xu, Yuan Yao",http://arxiv.org/pdf/1503.00164v2,"Applied and Computational Harmonic Analysis, 2016",none,stat.ML,Summary4311,1503.00323v1,2015-03-01T18:30:07Z,Sparse Approximation of a Kernel Mean,"E. Cruz Cortés, C. Scott",http://arxiv.org/pdf/1503.00323v1,No journal ref found,none,stat.ML,Summary4312,1503.00332v3,2015-03-01T18:59:12Z,JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes,"Jonathan H. Huggins, Karthik Narasimhan, Ardavan Saeedi, Vikash K. Mansinghka",http://arxiv.org/pdf/1503.00332v3,"JMLR: W&CP Volume 37, 2015 pp. 693-701",none,stat.ML,Summary4313,1503.00623v2,2015-03-02T17:21:23Z,Unregularized Online Learning Algorithms with General Loss Functions,"Yiming Ying, Ding-Xuan Zhou",http://arxiv.org/pdf/1503.00623v2,No journal ref found,none,cs.LG,Summary4314,1503.00759v3,2015-03-02T21:35:41Z,A Review of Relational Machine Learning for Knowledge Graphs,"Maximilian Nickel, Kevin Murphy, Volker Tresp, Evgeniy Gabrilovich",http://arxiv.org/pdf/1503.00759v3,No journal ref found,none,stat.ML,Summary4315,1503.01057v1,2015-03-03T19:06:17Z,Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP),"Andrew Gordon Wilson, Hannes Nickisch",http://arxiv.org/pdf/1503.01057v1,No journal ref found,none,cs.LG,Summary4316,1503.01161v1,2015-03-03T23:25:55Z,The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification,"Been Kim, Cynthia Rudin, Julie Shah",http://arxiv.org/pdf/1503.01161v1,No journal ref found,none,stat.ML,Summary4317,1503.01183v2,2015-03-04T01:08:17Z,A General Hybrid Clustering Technique,"Saeid Amiri, Bertrand Clarke, Jennifer Clarke, Hoyt A. Koepke",http://arxiv.org/pdf/1503.01183v2,No journal ref found,none,stat.ML,Summary4318,1503.01596v2,2015-03-05T10:17:16Z,Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC,"Sungjin Ahn, Anoop Korattikara, Nathan Liu, Suju Rajan, Max Welling",http://arxiv.org/pdf/1503.01596v2,No journal ref found,none,cs.LG,Summary4319,1503.01673v3,2015-03-05T15:56:08Z,High Dimensional Bayesian Optimisation and Bandits via Additive Models,"Kirthevasan Kandasamy, Jeff Schneider, Barnabas Poczos",http://arxiv.org/pdf/1503.01673v3,No journal ref found,none,stat.ML,Summary4320,1503.01811v3,2015-03-05T22:56:07Z,Optimally Combining Classifiers Using Unlabeled Data,"Akshay Balsubramani, Yoav Freund",http://arxiv.org/pdf/1503.01811v3,No journal ref found,none,cs.LG,Summary4321,1503.02398v5,2015-03-09T08:53:33Z,Learning Co-Sparse Analysis Operators with Separable Structures,"Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber",http://arxiv.org/pdf/1503.02398v5,No journal ref found,none,cs.LG,Summary4322,1503.02551v2,2015-03-09T16:30:17Z,Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages,"Wittawat Jitkrittum, Arthur Gretton, Nicolas Heess, S. M. Ali Eslami, Balaji Lakshminarayanan, Dino Sejdinovic, Zoltán Szabó",http://arxiv.org/pdf/1503.02551v2,No journal ref found,none,stat.ML,Summary4323,1503.02761v2,2015-03-10T03:27:34Z,An Adaptive Online HDP-HMM for Segmentation and Classification of Sequential Data,"Ava Bargi, Richard Yi Da Xu, Massimo Piccardi",http://arxiv.org/pdf/1503.02761v2,No journal ref found,none,stat.ML,Summary4324,1503.03148v1,2015-03-11T02:10:26Z,A Neurodynamical System for finding a Minimal VC Dimension Classifier,"Jayadeva, Sumit Soman, Amit Bhaya",http://arxiv.org/pdf/1503.03148v1,No journal ref found,none,cs.LG,Summary4325,1503.03893v1,2015-03-12T21:19:13Z,Compact Nonlinear Maps and Circulant Extensions,"Felix X. Yu, Sanjiv Kumar, Henry Rowley, Shih-Fu Chang",http://arxiv.org/pdf/1503.03893v1,No journal ref found,none,stat.ML,Summary4326,1503.04337v3,2015-03-14T19:43:30Z,Communication-efficient sparse regression: a one-shot approach,"Jason D. Lee, Yuekai Sun, Qiang Liu, Jonathan E. Taylor",http://arxiv.org/pdf/1503.04337v3,No journal ref found,none,stat.ML,Summary4327,1503.05087v2,2015-03-17T15:26:15Z,Importance weighting without importance weights: An efficient algorithm for combinatorial semi-bandits,"Gergely Neu, Gábor Bartók",http://arxiv.org/pdf/1503.05087v2,No journal ref found,none,cs.LG,Summary4328,1503.06250v1,2015-03-21T00:13:54Z,Fast Imbalanced Classification of Healthcare Data with Missing Values,"Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko",http://arxiv.org/pdf/1503.06250v1,No journal ref found,none,stat.ML,Summary4329,1503.06429v1,2015-03-22T13:55:10Z,Asymmetric Distributions from Constrained Mixtures,"Conrado S. Miranda, Fernando J. Von Zuben",http://arxiv.org/pdf/1503.06429v1,No journal ref found,none,stat.ML,Summary4330,1503.06944v3,2015-03-24T08:17:44Z,PAC-Bayesian Theorems for Domain Adaptation with Specialization to Linear Classifiers,"Pascal Germain, Amaury Habrard, François Laviolette, Emilie Morvant",http://arxiv.org/pdf/1503.06944v3,No journal ref found,none,stat.ML,Summary4331,1503.07211v1,2015-03-24T21:38:59Z,Universal Approximation of Markov Kernels by Shallow Stochastic Feedforward Networks,Guido Montufar,http://arxiv.org/pdf/1503.07211v1,No journal ref found,none,cs.LG,Summary4332,1503.07240v1,2015-03-25T00:10:11Z,Regularized Minimax Conditional Entropy for Crowdsourcing,"Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah",http://arxiv.org/pdf/1503.07240v1,No journal ref found,none,cs.LG,Summary4333,1503.07508v1,2015-03-25T19:30:14Z,Stable Feature Selection from Brain sMRI,"Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao",http://arxiv.org/pdf/1503.07508v1,No journal ref found,none,cs.LG,Summary4334,1503.07906v1,2015-03-26T21:17:46Z,Generalized K-fan Multimodal Deep Model with Shared Representations,"Gang Chen, Sargur N. Srihari",http://arxiv.org/pdf/1503.07906v1,No journal ref found,none,cs.LG,Summary4335,1503.07970v1,2015-03-27T06:21:06Z,Bayesian Cross Validation and WAIC for Predictive Prior Design in Regular Asymptotic Theory,Sumio Watanabe,http://arxiv.org/pdf/1503.07970v1,No journal ref found,none,cs.LG,Summary4336,1503.08329v2,2015-03-28T17:19:49Z,Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm,"Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Jean-Francis Roy",http://arxiv.org/pdf/1503.08329v2,"Journal of Machine Learning Research 2015, vol. 16, p. 787-860",none,stat.ML,Summary4337,1503.08471v3,2015-03-29T18:21:22Z,Cross-validation of matching correlation analysis by resampling matching weights,Hidetoshi Shimodaira,http://arxiv.org/pdf/1503.08471v3,No journal ref found,none,stat.ML,Summary4338,1503.09022v2,2015-03-31T12:29:13Z,Multi-label Classification using Labels as Hidden Nodes,"Jesse Read, Jaakko Hollmén",http://arxiv.org/pdf/1503.09022v2,No journal ref found,none,stat.ML,Summary4339,1504.00064v1,2015-03-31T23:27:03Z,Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons,"James Y. Zou, Kamalika Chaudhuri, Adam Tauman Kalai",http://arxiv.org/pdf/1504.00064v1,No journal ref found,none,stat.ML,Summary4340,1504.00083v1,2015-04-01T02:31:55Z,A Theory of Feature Learning,"Brendan van Rooyen, Robert C. Williamson",http://arxiv.org/pdf/1504.00083v1,No journal ref found,none,stat.ML,Summary4341,1504.00091v2,2015-04-01T02:54:38Z,Learning in the Presence of Corruption,"Brendan van Rooyen, Robert C. Williamson",http://arxiv.org/pdf/1504.00091v2,No journal ref found,none,stat.ML,Summary4342,1504.00284v3,2015-04-01T16:39:26Z,A New Vision of Collaborative Active Learning,"Adrian Calma, Tobias Reitmaier, Bernhard Sick, Paul Lukowicz, Mark Embrechts",http://arxiv.org/pdf/1504.00284v3,No journal ref found,none,cs.LG,Summary4343,1504.00377v1,2015-04-01T20:35:33Z,Bayesian Clustering of Shapes of Curves,"Zhengwu Zhang, Debdeep Pati, Anuj Srivastava",http://arxiv.org/pdf/1504.00377v1,No journal ref found,none,stat.ML,Summary4344,1504.00757v1,2015-04-03T07:02:49Z,Learning Mixed Membership Mallows Models from Pairwise Comparisons,"Weicong Ding, Prakash Ishwar, Venkatesh Saligrama",http://arxiv.org/pdf/1504.00757v1,No journal ref found,none,cs.LG,Summary4345,1504.01044v2,2015-04-04T19:55:35Z,Concept Drift Detection for Streaming Data,"Heng Wang, Zubin Abraham",http://arxiv.org/pdf/1504.01044v2,No journal ref found,none,stat.ML,Summary4346,1504.01046v2,2015-04-04T20:05:17Z,Graph Connectivity in Noisy Sparse Subspace Clustering,"Yining Wang, Yu-Xiang Wang, Aarti Singh",http://arxiv.org/pdf/1504.01046v2,No journal ref found,none,stat.ML,Summary4347,1504.01169v1,2015-04-05T23:20:47Z,Efficient Dictionary Learning via Very Sparse Random Projections,"Farhad Pourkamali-Anaraki, Stephen Becker, Shannon M. Hughes",http://arxiv.org/pdf/1504.01169v1,No journal ref found,none,stat.ML,Summary4348,1504.01344v1,2015-04-06T18:19:45Z,Early Stopping is Nonparametric Variational Inference,"Dougal Maclaurin, David Duvenaud, Ryan P. Adams",http://arxiv.org/pdf/1504.01344v1,No journal ref found,none,stat.ML,Summary4349,1504.01697v1,2015-04-07T18:21:37Z,Tensor machines for learning target-specific polynomial features,"Jiyan Yang, Alex Gittens",http://arxiv.org/pdf/1504.01697v1,No journal ref found,none,cs.LG,Summary4350,1504.02338v3,2015-04-09T14:51:49Z,Kernel Manifold Alignment,"Devis Tuia, Gustau Camps-Valls",http://arxiv.org/pdf/1504.02338v3,No journal ref found,none,stat.ML,Summary4351,1504.02870v1,2015-04-11T13:25:37Z,Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems,"Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi",http://arxiv.org/pdf/1504.02870v1,No journal ref found,none,stat.ML,Summary4352,1504.03415v1,2015-04-14T04:04:00Z,HHCART: An Oblique Decision Tree,"D. C. Wickramarachchi, B. L. Robertson, M. Reale, C. J. Price, J. Brown",http://arxiv.org/pdf/1504.03415v1,No journal ref found,none,stat.ML,Summary4353,1504.03701v1,2015-04-14T20:05:45Z,Probabilistic Clustering of Time-Evolving Distance Data,"Julia E. Vogt, Marius Kloft, Stefan Stark, Sudhir S. Raman, Sandhya Prabhakaran, Volker Roth, Gunnar Rätsch",http://arxiv.org/pdf/1504.03701v1,No journal ref found,none,cs.LG,Summary4354,1504.03991v4,2015-04-15T19:16:54Z,Theory of Dual-sparse Regularized Randomized Reduction,"Tianbao Yang, Lijun Zhang, Rong Jin, Shenghuo Zhu",http://arxiv.org/pdf/1504.03991v4,No journal ref found,none,cs.LG,Summary4355,1504.04407v2,2015-04-16T23:31:38Z,Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting,"Jakub Konečný, Jie Liu, Peter Richtárik, Martin Takáč",http://arxiv.org/pdf/1504.04407v2,No journal ref found,none,cs.LG,Summary4356,1504.04739v1,2015-04-18T16:19:22Z,Fast optimization of Multithreshold Entropy Linear Classifier,"Rafal Jozefowicz, Wojciech Marian Czarnecki",http://arxiv.org/pdf/1504.04739v1,No journal ref found,none,cs.LG,Summary4357,1504.04740v1,2015-04-18T16:29:26Z,On the consistency of Multithreshold Entropy Linear Classifier,Wojciech Marian Czarnecki,http://arxiv.org/pdf/1504.04740v1,No journal ref found,none,cs.LG,Summary4358,1504.05665v1,2015-04-22T06:27:19Z,Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood,"Kohei Hayashi, Shin-ichi Maeda, Ryohei Fujimaki",http://arxiv.org/pdf/1504.05665v1,No journal ref found,none,cs.LG,Summary4359,1504.05823v2,2015-04-22T14:30:13Z,"Normal Bandits of Unknown Means and Variances: Asymptotic Optimality, Finite Horizon Regret Bounds, and a Solution to an Open Problem","Wesley Cowan, Junya Honda, Michael N. Katehakis",http://arxiv.org/pdf/1504.05823v2,No journal ref found,none,stat.ML,Summary4360,1504.06274v1,2015-04-23T17:56:33Z,A new approach for physiological time series,"Dong Mao, Yang Wang, Qiang Wu",http://arxiv.org/pdf/1504.06274v1,No journal ref found,none,cs.LG,Summary4361,1504.06817v1,2015-04-26T13:12:16Z,Analysis of Nuclear Norm Regularization for Full-rank Matrix Completion,"Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1504.06817v1,No journal ref found,none,cs.LG,Summary4362,1504.06937v3,2015-04-27T06:03:50Z,Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits,"Huasen Wu, R. Srikant, Xin Liu, Chong Jiang",http://arxiv.org/pdf/1504.06937v3,No journal ref found,none,cs.LG,Summary4363,1504.07550v4,2015-04-28T16:11:15Z,A regularization scheme for structured output problems: an application to facial landmark detection,"Soufiane Belharbi, Clement Chatelain, Romain Herault, Sebastien Adam",http://arxiv.org/pdf/1504.07550v4,No journal ref found,none,cs.LG,Summary4364,1504.07829v2,2015-04-29T12:21:49Z,Market forecasting using Hidden Markov Models,"Sara Rebagliati, Emanuela Sasso, Samuele Soraggi",http://arxiv.org/pdf/1504.07829v2,No journal ref found,none,stat.ML,Summary4365,1506.00102v1,2015-05-30T10:31:31Z,Efficient combination of pairswise feature networks,"Pau Bellot, Patrick E. Meyer",http://arxiv.org/pdf/1506.00102v1,No journal ref found,none,stat.ML,Summary4366,1506.00323v1,2015-06-01T01:57:15Z,Robust PCA: Optimization of the Robust Reconstruction Error over the Stiefel Manifold,"Anastasia Podosinnikova, Simon Setzer, Matthias Hein",http://arxiv.org/pdf/1506.00323v1,No journal ref found,none,stat.ML,Summary4367,1506.00779v2,2015-06-02T07:42:16Z,Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays,"Junpei Komiyama, Junya Honda, Hiroshi Nakagawa",http://arxiv.org/pdf/1506.00779v2,No journal ref found,none,stat.ML,Summary4368,1506.00852v2,2015-06-02T12:03:30Z,Peer Grading in a Course on Algorithms and Data Structures: Machine Learning Algorithms do not Improve over Simple Baselines,"Mehdi S. M. Sajjadi, Morteza Alamgir, Ulrike von Luxburg",http://arxiv.org/pdf/1506.00852v2,No journal ref found,none,cs.LG,Summary4369,1506.00976v2,2015-06-02T17:58:48Z,Toward a generic representation of random variables for machine learning,"Gautier Marti, Philippe Very, Philippe Donnat",http://arxiv.org/pdf/1506.00976v2,No journal ref found,none,cs.LG,Summary4370,1506.01110v1,2015-06-03T03:06:42Z,Multi-view Machines,"Bokai Cao, Hucheng Zhou, Philip S. Yu",http://arxiv.org/pdf/1506.01110v1,No journal ref found,none,cs.LG,Summary4371,1506.01113v2,2015-06-03T03:53:18Z,Multi-Objective Optimization for Self-Adjusting Weighted Gradient in Machine Learning Tasks,"Conrado Silva Miranda, Fernando José Von Zuben",http://arxiv.org/pdf/1506.01113v2,No journal ref found,none,stat.ML,Summary4372,1506.01490v2,2015-06-04T07:36:57Z,Rivalry of Two Families of Algorithms for Memory-Restricted Streaming PCA,"Chun-Liang Li, Hsuan-Tien Lin, Chi-Jen Lu",http://arxiv.org/pdf/1506.01490v2,No journal ref found,none,stat.ML,Summary4373,1506.01520v3,2015-06-04T09:38:23Z,An Average Classification Algorithm,"Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson",http://arxiv.org/pdf/1506.01520v3,No journal ref found,none,stat.ML,Summary4374,1506.02080v1,2015-06-05T22:36:15Z,Local Nonstationarity for Efficient Bayesian Optimization,Ruben Martinez-Cantin,http://arxiv.org/pdf/1506.02080v1,No journal ref found,none,cs.LG,Summary4375,1506.02107v3,2015-06-06T02:47:24Z,Data-Driven Learning of the Number of States in Multi-State Autoregressive Models,"Jie Ding, Mohammad Noshad, Vahid Tarokh",http://arxiv.org/pdf/1506.02107v3,No journal ref found,none,stat.ML,Summary4376,1506.02142v6,2015-06-06T12:30:43Z,Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning,"Yarin Gal, Zoubin Ghahramani",http://arxiv.org/pdf/1506.02142v6,No journal ref found,none,stat.ML,Summary4377,1506.02158v6,2015-06-06T14:43:40Z,Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference,"Yarin Gal, Zoubin Ghahramani",http://arxiv.org/pdf/1506.02158v6,No journal ref found,none,stat.ML,Summary4378,1506.02348v1,2015-06-08T04:05:43Z,Convergence Rates of Active Learning for Maximum Likelihood Estimation,"Kamalika Chaudhuri, Sham Kakade, Praneeth Netrapalli, Sujay Sanghavi",http://arxiv.org/pdf/1506.02348v1,No journal ref found,none,cs.LG,Summary4379,1506.02428v1,2015-06-08T10:13:53Z,Robust Regression via Hard Thresholding,"Kush Bhatia, Prateek Jain, Purushottam Kar",http://arxiv.org/pdf/1506.02428v1,No journal ref found,none,cs.LG,Summary4380,1506.02510v1,2015-06-08T14:00:32Z,Learning Mixtures of Ising Models using Pseudolikelihood,Onur Dikmen,http://arxiv.org/pdf/1506.02510v1,No journal ref found,none,cs.LG,Summary4381,1506.02530v1,2015-06-08T14:54:08Z,Linear Convergence of the Randomized Feasible Descent Method Under the Weak Strong Convexity Assumption,"Chenxin Ma, Rachael Tappenden, Martin Takáč",http://arxiv.org/pdf/1506.02530v1,No journal ref found,none,cs.LG,Summary4382,1506.02550v3,2015-06-08T15:28:39Z,Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem,"Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa",http://arxiv.org/pdf/1506.02550v3,No journal ref found,none,stat.ML,Summary4383,1506.02633v1,2015-06-08T19:39:37Z,A Topological Approach to Spectral Clustering,Antonio Rieser,http://arxiv.org/pdf/1506.02633v1,No journal ref found,none,cs.LG,Summary4384,1506.02686v2,2015-06-08T20:26:08Z,The LICORS Cabinet: Nonparametric Algorithms for Spatio-temporal Prediction,"George D. Montanez, Cosma Rohilla Shalizi",http://arxiv.org/pdf/1506.02686v2,No journal ref found,none,stat.ML,Summary4385,1506.02784v3,2015-06-09T05:38:17Z,Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective,"Song Liu, Kenji Fukumizu",http://arxiv.org/pdf/1506.02784v3,No journal ref found,none,stat.ML,Summary4386,1506.02785v1,2015-06-09T05:39:02Z,On the Error of Random Fourier Features,"Dougal J. Sutherland, Jeff Schneider",http://arxiv.org/pdf/1506.02785v1,No journal ref found,none,cs.LG,Summary4387,1506.02903v3,2015-06-09T13:30:13Z,Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path,"Daniel Hsu, Aryeh Kontorovich, Csaba Szepesvári",http://arxiv.org/pdf/1506.02903v3,No journal ref found,none,cs.LG,Summary4388,1506.03016v2,2015-06-09T17:38:32Z,Accelerated Stochastic Gradient Descent for Minimizing Finite Sums,Atsushi Nitanda,http://arxiv.org/pdf/1506.03016v2,No journal ref found,none,stat.ML,Summary4389,1506.03271v3,2015-06-10T12:19:21Z,Explore no more: Improved high-probability regret bounds for non-stochastic bandits,Gergely Neu,http://arxiv.org/pdf/1506.03271v3,No journal ref found,none,cs.LG,Summary4390,1506.03338v3,2015-06-10T14:52:09Z,Neural Adaptive Sequential Monte Carlo,"Shixiang Gu, Zoubin Ghahramani, Richard E. Turner",http://arxiv.org/pdf/1506.03338v3,No journal ref found,none,cs.LG,Summary4391,1506.03410v2,2015-06-10T17:55:51Z,Randomer Forests,"Tyler M. Tomita, Mauro Maggioni, Joshua T. Vogelstein",http://arxiv.org/pdf/1506.03410v2,No journal ref found,none,stat.ML,Summary4392,1506.03504v3,2015-06-10T23:17:24Z,Data Generation as Sequential Decision Making,"Philip Bachman, Doina Precup",http://arxiv.org/pdf/1506.03504v3,No journal ref found,none,cs.LG,Summary4393,1506.03509v3,2015-06-10T23:48:18Z,Convolutional Dictionary Learning through Tensor Factorization,"Furong Huang, Animashree Anandkumar",http://arxiv.org/pdf/1506.03509v3,No journal ref found,none,cs.LG,Summary4394,1506.03693v2,2015-06-11T14:45:30Z,Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference,"Edward Meeds, Max Welling",http://arxiv.org/pdf/1506.03693v2,No journal ref found,none,cs.LG,Summary4395,1506.03705v2,2015-06-11T15:19:47Z,Random Maxout Features,"Youssef Mroueh, Steven Rennie, Vaibhava Goel",http://arxiv.org/pdf/1506.03705v2,No journal ref found,none,cs.LG,Summary4396,1506.03767v1,2015-06-11T18:23:18Z,Spectral Representations for Convolutional Neural Networks,"Oren Rippel, Jasper Snoek, Ryan P. Adams",http://arxiv.org/pdf/1506.03767v1,No journal ref found,none,stat.ML,Summary4397,1506.03805v4,2015-06-11T19:55:02Z,Mondrian Forests for Large-Scale Regression when Uncertainty Matters,"Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh",http://arxiv.org/pdf/1506.03805v4,No journal ref found,none,stat.ML,Summary4398,1506.03877v5,2015-06-12T00:08:20Z,Bidirectional Helmholtz Machines,"Jorg Bornschein, Samira Shabanian, Asja Fischer, Yoshua Bengio",http://arxiv.org/pdf/1506.03877v5,No journal ref found,none,cs.LG,Summary4399,1506.03942v1,2015-06-12T09:03:50Z,Optimal $γ$ and $C$ for $ε$-Support Vector Regression with RBF Kernels,Longfei Lu,http://arxiv.org/pdf/1506.03942v1,No journal ref found,none,cs.LG,Summary4400,1506.04093v1,2015-06-12T18:08:37Z,Adaptive Stochastic Primal-Dual Coordinate Descent for Separable Saddle Point Problems,"Zhanxing Zhu, Amos J. Storkey",http://arxiv.org/pdf/1506.04093v1,No journal ref found,none,stat.ML,Summary4401,1506.04132v2,2015-06-12T19:51:06Z,Stochastic Expectation Propagation,"Yingzhen Li, Jose Miguel Hernandez-Lobato, Richard E. Turner",http://arxiv.org/pdf/1506.04132v2,No journal ref found,none,stat.ML,Summary4402,1506.04176v1,2015-06-12T20:38:57Z,Using the Mean Absolute Percentage Error for Regression Models,"Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi",http://arxiv.org/pdf/1506.04176v1,No journal ref found,none,stat.ML,Summary4403,1506.04177v1,2015-06-12T20:39:31Z,Search Strategies for Binary Feature Selection for a Naive Bayes Classifier,"Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi",http://arxiv.org/pdf/1506.04177v1,"European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.291-296, 2015, Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015)",none,stat.ML,Summary4404,1506.04416v3,2015-06-14T16:22:16Z,Bayesian Dark Knowledge,"Anoop Korattikara, Vivek Rathod, Kevin Murphy, Max Welling",http://arxiv.org/pdf/1506.04416v3,No journal ref found,none,cs.LG,Summary4405,1506.04448v2,2015-06-14T23:07:38Z,Fast and Guaranteed Tensor Decomposition via Sketching,"Yining Wang, Hsiao-Yu Tung, Alexander Smola, Animashree Anandkumar",http://arxiv.org/pdf/1506.04448v2,No journal ref found,none,stat.ML,Summary4406,1506.04513v1,2015-06-15T08:41:39Z,Convex Risk Minimization and Conditional Probability Estimation,"Matus Telgarsky, Miroslav Dudík, Robert Schapire",http://arxiv.org/pdf/1506.04513v1,No journal ref found,none,cs.LG,Summary4407,1506.04573v4,2015-06-15T12:46:45Z,A New PAC-Bayesian Perspective on Domain Adaptation,"Pascal Germain, Amaury Habrard, François Laviolette, Emilie Morvant",http://arxiv.org/pdf/1506.04573v4,No journal ref found,none,stat.ML,Summary4408,1506.04855v2,2015-06-16T07:04:19Z,PCA with Gaussian perturbations,"Wojciech Kotłowski, Manfred K. Warmuth",http://arxiv.org/pdf/1506.04855v2,No journal ref found,none,cs.LG,Summary4409,1506.05600v3,2015-06-18T09:33:10Z,Causality on Cross-Sectional Data: Stable Specification Search in Constrained Structural Equation Modeling,"Ridho Rahmadi, Perry Groot, Marianne Heins, Hans Knoop, Tom Heskes",http://arxiv.org/pdf/1506.05600v3,Applied.Soft.Comp. 52 (2017) 687-698,none,stat.ML,Summary4410,1506.05900v1,2015-06-19T08:18:59Z,Representation Learning for Clustering: A Statistical Framework,"Hassan Ashtiani, Shai Ben-David",http://arxiv.org/pdf/1506.05900v1,No journal ref found,none,stat.ML,Summary4411,1506.05950v1,2015-06-19T10:24:01Z,Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels,"Tapio Pahikkala, Markus Viljanen, Antti Airola, Willem Waegeman",http://arxiv.org/pdf/1506.05950v1,No journal ref found,none,cs.LG,Summary4412,1506.05985v1,2015-06-19T12:59:18Z,Enhanced Lasso Recovery on Graph,"Xavier Bresson, Thomas Laurent, James von Brecht",http://arxiv.org/pdf/1506.05985v1,No journal ref found,none,cs.LG,Summary4413,1506.06081v3,2015-06-19T16:41:08Z,A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements,"Qinqing Zheng, John Lafferty",http://arxiv.org/pdf/1506.06081v3,No journal ref found,none,stat.ML,Summary4414,1506.06318v2,2015-06-21T04:35:42Z,Communication Efficient Distributed Agnostic Boosting,"Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau",http://arxiv.org/pdf/1506.06318v2,No journal ref found,none,cs.LG,Summary4415,1506.06840v2,2015-06-23T01:57:19Z,On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants,"Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alex Smola",http://arxiv.org/pdf/1506.06840v2,No journal ref found,none,cs.LG,Summary4416,1506.07609v1,2015-06-25T04:14:49Z,CRAFT: ClusteR-specific Assorted Feature selecTion,"Vikas K. Garg, Cynthia Rudin, Tommi Jaakkola",http://arxiv.org/pdf/1506.07609v1,No journal ref found,none,cs.LG,Summary4417,1506.07721v1,2015-06-25T12:24:43Z,Fairness-Aware Learning with Restriction of Universal Dependency using f-Divergences,"Kazuto Fukuchi, Jun Sakuma",http://arxiv.org/pdf/1506.07721v1,No journal ref found,none,stat.ML,Summary4418,1506.08105v1,2015-06-26T15:03:33Z,Modelling of directional data using Kent distributions,Parthan Kasarapu,http://arxiv.org/pdf/1506.08105v1,No journal ref found,none,cs.LG,Summary4419,1506.08448v4,2015-06-28T20:25:15Z,Neural Simpletrons - Minimalistic Directed Generative Networks for Learning with Few Labels,"Dennis Forster, Abdul-Saboor Sheikh, Jörg Lücke",http://arxiv.org/pdf/1506.08448v4,No journal ref found,none,stat.ML,Summary4420,1506.08536v2,2015-06-29T08:11:52Z,A simple yet efficient algorithm for multiple kernel learning under elastic-net constraints,Luca Citi,http://arxiv.org/pdf/1506.08536v2,No journal ref found,none,stat.ML,Summary4421,1506.08669v3,2015-06-29T15:02:55Z,Efficient and Parsimonious Agnostic Active Learning,"Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu, John Langford, Robert E. Schapire",http://arxiv.org/pdf/1506.08669v3,No journal ref found,none,cs.LG,Summary4422,1506.08700v4,2015-06-29T15:55:45Z,Dropout as data augmentation,"Xavier Bouthillier, Kishore Konda, Pascal Vincent, Roland Memisevic",http://arxiv.org/pdf/1506.08700v4,No journal ref found,none,stat.ML,Summary4423,1506.08760v1,2015-06-29T18:03:25Z,S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification,"Gautam Dasarathy, Robert Nowak, Xiaojin Zhu",http://arxiv.org/pdf/1506.08760v1,No journal ref found,none,cs.LG,Summary4424,1506.09039v3,2015-06-30T11:20:45Z,Scalable Discrete Sampling as a Multi-Armed Bandit Problem,"Yutian Chen, Zoubin Ghahramani",http://arxiv.org/pdf/1506.09039v3,No journal ref found,none,stat.ML,Summary4425,1507.00039v1,2015-06-30T21:10:18Z,Selective Inference and Learning Mixed Graphical Models,Jason D. Lee,http://arxiv.org/pdf/1507.00039v1,No journal ref found,none,stat.ML,Summary4426,1507.00220v1,2015-07-01T13:18:53Z,Bigeometric Organization of Deep Nets,"Alexander Cloninger, Ronald R. Coifman, Nicholas Downing, Harlan M. Krumholz",http://arxiv.org/pdf/1507.00220v1,No journal ref found,none,stat.ML,Summary4427,1507.00300v1,2015-07-01T17:47:01Z,Bootstrapped Thompson Sampling and Deep Exploration,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1507.00300v1,No journal ref found,none,stat.ML,Summary4428,1507.00473v4,2015-07-02T08:43:21Z,The Optimal Sample Complexity of PAC Learning,Steve Hanneke,http://arxiv.org/pdf/1507.00473v4,"Journal of Machine Learning Research, Vol. 17 (2016), No. 38, pp. 1-15",none,cs.LG,Summary4429,1507.00677v9,2015-07-02T18:01:23Z,Distributional Smoothing with Virtual Adversarial Training,"Takeru Miyato, Shin-ichi Maeda, Masanori Koyama, Ken Nakae, Shin Ishii",http://arxiv.org/pdf/1507.00677v9,No journal ref found,none,stat.ML,Summary4430,1507.00824v1,2015-07-03T06:14:26Z,D-MFVI: Distributed Mean Field Variational Inference using Bregman ADMM,"Behnam Babagholami-Mohamadabadi, Sejong Yoon, Vladimir Pavlovic",http://arxiv.org/pdf/1507.00824v1,No journal ref found,none,cs.LG,Summary4431,1507.00825v1,2015-07-03T06:18:36Z,"Ridge Regression, Hubness, and Zero-Shot Learning","Yutaro Shigeto, Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto",http://arxiv.org/pdf/1507.00825v1,No journal ref found,none,cs.LG,Summary4432,1507.01073v5,2015-07-04T05:54:29Z,Convex Factorization Machine for Regression,"Makoto Yamada, Wenzhao Lian, Amit Goyal, Jianhui Chen, Kishan Wimalawarne, Suleiman A Khan, Samuel Kaski, Hiroshi Mamitsuka, Yi Chang",http://arxiv.org/pdf/1507.01073v5,No journal ref found,none,stat.ML,Summary4433,1507.01784v2,2015-07-07T12:48:30Z,Rethinking LDA: moment matching for discrete ICA,"Anastasia Podosinnikova, Francis Bach, Simon Lacoste-Julien",http://arxiv.org/pdf/1507.01784v2,No journal ref found,none,stat.ML,Summary4434,1507.01972v1,2015-07-07T21:30:36Z,Wasserstein Training of Boltzmann Machines,"Grégoire Montavon, Klaus-Robert Müller, Marco Cuturi",http://arxiv.org/pdf/1507.01972v1,No journal ref found,none,stat.ML,Summary4435,1507.01978v3,2015-07-07T22:18:43Z,Learning Leading Indicators for Time Series Predictions,"Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet",http://arxiv.org/pdf/1507.01978v3,No journal ref found,none,cs.LG,Summary4436,1507.02188v1,2015-07-08T15:07:39Z,AutoCompete: A Framework for Machine Learning Competition,"Abhishek Thakur, Artus Krohn-Grimberghe",http://arxiv.org/pdf/1507.02188v1,No journal ref found,none,stat.ML,Summary4437,1507.02189v1,2015-07-08T15:07:40Z,Intersecting Faces: Non-negative Matrix Factorization With New Guarantees,"Rong Ge, James Zou",http://arxiv.org/pdf/1507.02189v1,No journal ref found,none,cs.LG,Summary4438,1507.02356v1,2015-07-09T02:52:19Z,Intrinsic Non-stationary Covariance Function for Climate Modeling,"Chintan A. Dalal, Vladimir Pavlovic, Robert E. Kopp",http://arxiv.org/pdf/1507.02356v1,No journal ref found,none,stat.ML,Summary4439,1507.02592v2,2015-07-09T16:53:30Z,Fast rates in statistical and online learning,"Tim van Erven, Peter D. Grünwald, Nishant A. Mehta, Mark D. Reid, Robert C. Williamson",http://arxiv.org/pdf/1507.02592v2,No journal ref found,none,cs.LG,Summary4440,1507.03040v3,2015-07-10T22:19:17Z,Tight Risk Bounds for Multi-Class Margin Classifiers,"Yury Maximov, Daria Reshetova",http://arxiv.org/pdf/1507.03040v3,No journal ref found,none,stat.ML,Summary4441,1507.03229v1,2015-07-12T13:07:26Z,Homotopy Continuation Approaches for Robust SV Classification and Regression,"Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Masayuki Karasuyama, Ichiro Takeuchi",http://arxiv.org/pdf/1507.03229v1,No journal ref found,none,stat.ML,Summary4442,1507.03867v1,2015-07-14T14:38:23Z,Rich Component Analysis,"Rong Ge, James Zou",http://arxiv.org/pdf/1507.03867v1,No journal ref found,none,cs.LG,Summary4443,1507.04155v1,2015-07-15T10:31:00Z,ALEVS: Active Learning by Statistical Leverage Sampling,"Cem Orhan, Öznur Taştan",http://arxiv.org/pdf/1507.04155v1,No journal ref found,none,cs.LG,Summary4444,1507.04201v3,2015-07-15T13:08:11Z,Minimum Density Hyperplanes,"Nicos G. Pavlidis, David P. Hofmeyr, Sotiris K. Tasoulis",http://arxiv.org/pdf/1507.04201v3,"Journal of Machine Learning Research, 17(156): 1-33, 2016",none,stat.ML,Summary4445,1507.04208v3,2015-07-15T13:30:46Z,Combinatorial Cascading Bandits,"Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvari",http://arxiv.org/pdf/1507.04208v3,No journal ref found,none,cs.LG,Summary4446,1507.04230v1,2015-07-15T14:24:24Z,The Role of Principal Angles in Subspace Classification,"Jiaji Huang, Qiang Qiu, Robert Calderbank",http://arxiv.org/pdf/1507.04230v1,No journal ref found,none,stat.ML,Summary4447,1507.04457v1,2015-07-16T06:00:51Z,Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons,"Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon",http://arxiv.org/pdf/1507.04457v1,No journal ref found,none,stat.ML,Summary4448,1507.04717v6,2015-07-16T19:26:27Z,Less is More: Nyström Computational Regularization,"Alessandro Rudi, Raffaello Camoriano, Lorenzo Rosasco",http://arxiv.org/pdf/1507.04717v6,No journal ref found,none,stat.ML,Summary4449,1507.04777v3,2015-07-16T21:33:48Z,Sparse Estimation in a Correlated Probit Model,"Stephan Mandt, Florian Wenzel, Shinichi Nakajima, John P. Cunningham, Christoph Lippert, Marius Kloft",http://arxiv.org/pdf/1507.04777v3,No journal ref found,none,stat.ML,Summary4450,1507.05087v1,2015-07-17T19:57:38Z,Type I and Type II Bayesian Methods for Sparse Signal Recovery using Scale Mixtures,"Ritwik Giri, Bhaskar D. Rao",http://arxiv.org/pdf/1507.05087v1,No journal ref found,none,cs.LG,Summary4451,1507.05181v1,2015-07-18T12:58:11Z,The Mondrian Process for Machine Learning,"Matej Balog, Yee Whye Teh",http://arxiv.org/pdf/1507.05181v1,No journal ref found,none,stat.ML,Summary4452,1507.05259v4,2015-07-19T07:34:25Z,Learning Fair Classifiers,"Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez, Krishna P. Gummadi",http://arxiv.org/pdf/1507.05259v4,No journal ref found,none,stat.ML,Summary4453,1507.05331v1,2015-07-19T20:30:10Z,Fast Adaptive Weight Noise,"Justin Bayer, Maximilian Karl, Daniela Korhammer, Patrick van der Smagt",http://arxiv.org/pdf/1507.05331v1,No journal ref found,none,stat.ML,Summary4454,1507.05444v5,2015-07-20T10:51:02Z,Canonical Correlation Forests,"Tom Rainforth, Frank Wood",http://arxiv.org/pdf/1507.05444v5,No journal ref found,none,stat.ML,Summary4455,1507.06065v1,2015-07-22T05:23:14Z,MixEst: An Estimation Toolbox for Mixture Models,"Reshad Hosseini, Mohamadreza Mashal",http://arxiv.org/pdf/1507.06065v1,No journal ref found,none,stat.ML,Summary4456,1507.06802v1,2015-07-24T10:39:44Z,Implicitly Constrained Semi-Supervised Least Squares Classification,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1507.06802v1,No journal ref found,none,stat.ML,Summary4457,1507.07260v1,2015-07-26T22:28:34Z,Reduced-Set Kernel Principal Components Analysis for Improving the Training and Execution Speed of Kernel Machines,"Hassan A. Kingravi, Patricio A. Vela, Alexandar Gray",http://arxiv.org/pdf/1507.07260v1,No journal ref found,none,stat.ML,Summary4458,1508.00317v1,2015-08-03T05:58:52Z,Time-series modeling with undecimated fully convolutional neural networks,Roni Mittelman,http://arxiv.org/pdf/1508.00317v1,No journal ref found,none,stat.ML,Summary4459,1508.00641v2,2015-08-04T01:52:42Z,Staged Multi-armed Bandits,"Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1508.00641v2,No journal ref found,none,cs.LG,Summary4460,1508.00842v4,2015-08-04T17:23:46Z,Perceptron like Algorithms for Online Learning to Rank,"Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1508.00842v4,No journal ref found,none,cs.LG,Summary4461,1508.00945v4,2015-08-05T00:22:39Z,Structured Prediction: From Gaussian Perturbations to Linear-Time Principled Algorithms,"Jean Honorio, Tommi Jaakkola",http://arxiv.org/pdf/1508.00945v4,No journal ref found,none,stat.ML,Summary4462,1508.01235v2,2015-08-05T21:43:32Z,Empirical Similarity for Absent Data Generation in Imbalanced Classification,Arash Pourhabib,http://arxiv.org/pdf/1508.01235v2,No journal ref found,none,stat.ML,Summary4463,1508.01596v1,2015-08-07T03:45:21Z,Sublinear Partition Estimation,"Pushpendre Rastogi, Benjamin Van Durme",http://arxiv.org/pdf/1508.01596v1,No journal ref found,none,stat.ML,Summary4464,1508.01903v2,2015-08-08T13:38:41Z,Diffusion Maximum Correntropy Criterion Algorithms for Robust Distributed Estimation,"Wentao Ma, Badong Chen, Jiandong Duan, Haiquan Zhao",http://arxiv.org/pdf/1508.01903v2,No journal ref found,none,stat.ML,Summary4465,1508.03390v2,2015-08-14T00:22:45Z,Doubly Stochastic Primal-Dual Coordinate Method for Empirical Risk Minimization and Bilinear Saddle-Point Problem,"Adams Wei Yu, Qihang Lin, Tianbao Yang",http://arxiv.org/pdf/1508.03390v2,No journal ref found,none,cs.LG,Summary4466,1508.03411v2,2015-08-14T03:34:10Z,Emphatic TD Bellman Operator is a Contraction,"Assaf Hallak, Aviv Tamar, Shie Mannor",http://arxiv.org/pdf/1508.03411v2,No journal ref found,none,stat.ML,Summary4467,1508.04065v1,2015-08-17T15:46:09Z,A Deep Learning Approach to Structured Signal Recovery,"Ali Mousavi, Ankit B. Patel, Richard G. Baraniuk",http://arxiv.org/pdf/1508.04065v1,"In Proceeding of 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton)",none,cs.LG,Summary4468,1508.04210v1,2015-08-18T04:24:24Z,Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors,"Changwei Hu, Piyush Rai, Lawrence Carin",http://arxiv.org/pdf/1508.04210v1,No journal ref found,none,stat.ML,Summary4469,1508.04211v1,2015-08-18T04:28:56Z,Scalable Bayesian Non-Negative Tensor Factorization for Massive Count Data,"Changwei Hu, Piyush Rai, Changyou Chen, Matthew Harding, Lawrence Carin",http://arxiv.org/pdf/1508.04211v1,No journal ref found,none,stat.ML,Summary4470,1508.04486v1,2015-08-18T23:47:28Z,A Dictionary Learning Approach for Factorial Gaussian Models,"Y. Cem Subakan, Johannes Traa, Paris Smaragdis, Noah Stein",http://arxiv.org/pdf/1508.04486v1,No journal ref found,none,cs.LG,Summary4471,1508.04912v1,2015-08-20T08:15:08Z,The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams,"Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi",http://arxiv.org/pdf/1508.04912v1,No journal ref found,none,stat.ML,Summary4472,1508.05170v1,2015-08-21T03:44:43Z,Adaptive Online Learning,"Dylan J. Foster, Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1508.05170v1,No journal ref found,none,cs.LG,Summary4473,1508.05243v2,2015-08-21T11:31:04Z,Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures,"Mario Lucic, Olivier Bachem, Andreas Krause",http://arxiv.org/pdf/1508.05243v2,No journal ref found,none,stat.ML,Summary4474,1508.05550v6,2015-08-23T00:20:17Z,MultiView Diffusion Maps,"Ofir Lindenbaum, Arie Yeredor, Moshe Salhov, Amir Averbuch",http://arxiv.org/pdf/1508.05550v6,No journal ref found,none,cs.LG,Summary4475,1508.05711v1,2015-08-24T07:51:09Z,Fast Asynchronous Parallel Stochastic Gradient Decent,"Shen-Yi Zhao, Wu-Jun Li",http://arxiv.org/pdf/1508.05711v1,No journal ref found,none,stat.ML,Summary4476,1508.05803v1,2015-08-24T13:53:06Z,Searching for significant patterns in stratified data,"Felipe Llinares-Lopez, Laetitia Papaxanthos, Dean Bodenham, Karsten Borgwardt",http://arxiv.org/pdf/1508.05803v1,No journal ref found,none,stat.ML,Summary4477,1508.06091v1,2015-08-25T09:46:09Z,AUC Optimisation and Collaborative Filtering,"Charanpal Dhanjal, Romaric Gaudel, Stephan Clemencon",http://arxiv.org/pdf/1508.06091v1,No journal ref found,none,stat.ML,Summary4478,1508.06388v1,2015-08-26T07:25:22Z,Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces,"Mu Qiao, Jia Li",http://arxiv.org/pdf/1508.06388v1,No journal ref found,none,stat.ML,Summary4479,1508.06446v2,2015-08-26T11:24:36Z,Nested Hierarchical Dirichlet Processes for Multi-Level Non-Parametric Admixture Modeling,"Lavanya Sita Tekumalla, Priyanka Agrawal, Indrajit Bhattacharya",http://arxiv.org/pdf/1508.06446v2,No journal ref found,none,stat.ML,Summary4480,1508.07103v1,2015-08-28T06:04:37Z,Regularized Kernel Recursive Least Square Algoirthm,Songlin Zhao,http://arxiv.org/pdf/1508.07103v1,No journal ref found,none,cs.LG,Summary4481,1508.07192v2,2015-08-28T13:13:49Z,Varying-coefficient models with isotropic Gaussian process priors,"Matthias Bussas, Christoph Sawade, Tobias Scheffer, Niels Landwehr",http://arxiv.org/pdf/1508.07192v2,No journal ref found,none,cs.LG,Summary4482,1508.07630v3,2015-08-30T20:03:53Z,Feature Selection via Binary Simultaneous Perturbation Stochastic Approximation,"Vural Aksakalli, Milad Malekipirbazari",http://arxiv.org/pdf/1508.07630v3,No journal ref found,none,stat.ML,Summary4483,1508.07964v2,2015-08-31T19:06:52Z,Learning to Aggregate Information for Sequential Inferences,"Diyan Teng, Emre Ertin",http://arxiv.org/pdf/1508.07964v2,No journal ref found,none,stat.ML,Summary4484,1509.00153v2,2015-09-01T06:20:34Z,Learning Deep $\ell_0$ Encoders,"Zhangyang Wang, Qing Ling, Thomas S. Huang",http://arxiv.org/pdf/1509.00153v2,No journal ref found,none,cs.LG,Summary4485,1509.00519v4,2015-09-01T22:33:13Z,Importance Weighted Autoencoders,"Yuri Burda, Roger Grosse, Ruslan Salakhutdinov",http://arxiv.org/pdf/1509.00519v4,No journal ref found,none,cs.LG,Summary4486,1509.00825v2,2015-09-02T19:14:47Z,A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers,"Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti",http://arxiv.org/pdf/1509.00825v2,No journal ref found,none,cs.LG,Summary4487,1509.01004v2,2015-09-03T09:35:48Z,Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias,"Yohei Kondo, Kohei Hayashi, Shin-ichi Maeda",http://arxiv.org/pdf/1509.01004v2,No journal ref found,none,stat.ML,Summary4488,1509.01323v1,2015-09-04T01:45:09Z,l1-norm Penalized Orthogonal Forward Regression,"Xia Hong, Sheng Chen, Yi Guo, Junbin Gao",http://arxiv.org/pdf/1509.01323v1,No journal ref found,none,cs.LG,Summary4489,1509.01546v2,2015-09-04T18:06:31Z,Minimum Spectral Connectivity Projection Pursuit for Unsupervised Classification,"David P. Hofmeyr, Nicos G. Pavlidis, Idris A. Eckley",http://arxiv.org/pdf/1509.01546v2,No journal ref found,none,stat.ML,Summary4490,1509.01698v3,2015-09-05T12:48:01Z,HAMSI: A Parallel Incremental Optimization Algorithm Using Quadratic Approximations for Solving Partially Separable Problems,"Kamer Kaya, Figen Öztoprak, Ş. İlker Birbil, A. Taylan Cemgil, Umut Şimşekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk",http://arxiv.org/pdf/1509.01698v3,No journal ref found,none,stat.ML,Summary4491,1509.01770v1,2015-09-06T05:03:27Z,Theoretical and Experimental Analyses of Tensor-Based Regression and Classification,"Kishan Wimalawarne, Ryota Tomioka, Masashi Sugiyama",http://arxiv.org/pdf/1509.01770v1,No journal ref found,none,cs.LG,Summary4492,1509.02900v2,2015-09-09T19:33:31Z,"Statistical Inference, Learning and Models in Big Data","Beate Franke, Jean-François Plante, Ribana Roscher, Annie Lee, Cathal Smyth, Armin Hatefi, Fuqi Chen, Einat Gil, Alexander Schwing, Alessandro Selvitella, Michael M. Hoffman, Roger Grosse, Dieter Hendricks, Nancy Reid",http://arxiv.org/pdf/1509.02900v2,No journal ref found,none,stat.ML,Summary4493,1509.02954v1,2015-09-09T21:15:32Z,Sensor Selection by Linear Programming,"Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama",http://arxiv.org/pdf/1509.02954v1,No journal ref found,none,stat.ML,Summary4494,1509.02971v5,2015-09-09T23:01:36Z,Continuous control with deep reinforcement learning,"Timothy P. Lillicrap, Jonathan J. Hunt, Alexander Pritzel, Nicolas Heess, Tom Erez, Yuval Tassa, David Silver, Daan Wierstra",http://arxiv.org/pdf/1509.02971v5,No journal ref found,none,cs.LG,Summary4495,1509.04397v1,2015-09-15T04:49:57Z,Exponential Family Matrix Completion under Structural Constraints,"Suriya Gunasekar, Pradeep Ravikumar, Joydeep Ghosh",http://arxiv.org/pdf/1509.04397v1,"Gunasekar, Suriya, Pradeep Ravikumar, and Joydeep Ghosh. ""Exponential family matrix completion under structural constraints"". Proceedings of The 31st International Conference on Machine Learning, pp. 1917-1925, 2014",none,stat.ML,Summary4496,1509.05142v5,2015-09-17T06:18:08Z,Fast Gaussian Process Regression for Big Data,"Sourish Das, Sasanka Roy, Rajiv Sambasivan",http://arxiv.org/pdf/1509.05142v5,No journal ref found,none,cs.LG,Summary4497,1509.05172v2,2015-09-17T09:03:35Z,Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis,"Assaf Hallak, Aviv Tamar, Remi Munos, Shie Mannor",http://arxiv.org/pdf/1509.05172v2,No journal ref found,none,stat.ML,Summary4498,1509.05760v3,2015-09-18T19:49:54Z,Accelerating Optimization via Adaptive Prediction,"Mehryar Mohri, Scott Yang",http://arxiv.org/pdf/1509.05760v3,No journal ref found,none,stat.ML,Summary4499,1509.05789v3,2015-09-18T20:21:43Z,BLC: Private Matrix Factorization Recommenders via Automatic Group Learning,"Alessandro Checco, Giuseppe Bianchi, Doug Leith",http://arxiv.org/pdf/1509.05789v3,No journal ref found,none,cs.LG,Summary4500,1509.06807v1,2015-09-22T23:13:12Z,Bandit Label Inference for Weakly Supervised Learning,"Ke Li, Jitendra Malik",http://arxiv.org/pdf/1509.06807v1,No journal ref found,none,cs.LG,Summary4501,1509.07087v1,2015-09-23T18:36:42Z,Deep Temporal Sigmoid Belief Networks for Sequence Modeling,"Zhe Gan, Chunyuan Li, Ricardo Henao, David Carlson, Lawrence Carin",http://arxiv.org/pdf/1509.07087v1,No journal ref found,none,stat.ML,Summary4502,1509.07553v1,2015-09-24T22:26:02Z,Linear-time Learning on Distributions with Approximate Kernel Embeddings,"Dougal J. Sutherland, Junier B. Oliva, Barnabás Póczos, Jeff Schneider",http://arxiv.org/pdf/1509.07553v1,No journal ref found,none,stat.ML,Summary4503,1509.07577v1,2015-09-24T16:36:10Z,A Review of Feature Selection Methods Based on Mutual Information,"Jorge R. Vergara, Pablo A. Estévez",http://arxiv.org/pdf/1509.07577v1,"Neural Computing & Applications, vol. 24 (1), pp. 175-186, 2014",none,cs.LG,Summary4504,1509.08144v2,2015-09-27T21:17:09Z,Optimal Copula Transport for Clustering Multivariate Time Series,"Gautier Marti, Frank Nielsen, Philippe Donnat",http://arxiv.org/pdf/1509.08144v2,No journal ref found,none,cs.LG,Summary4505,1509.08333v3,2015-09-28T14:37:14Z,High-dimensional Time Series Prediction with Missing Values,"Hsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon",http://arxiv.org/pdf/1509.08333v3,No journal ref found,none,cs.LG,Summary4506,1509.08360v1,2015-09-28T15:32:20Z,Compressive spectral embedding: sidestepping the SVD,"Dinesh Ramasamy, Upamanyu Madhow",http://arxiv.org/pdf/1509.08360v1,No journal ref found,none,stat.ML,Summary4507,1509.08387v2,2015-09-28T16:48:39Z,Distance-Penalized Active Learning Using Quantile Search,"John Lipor, Brandon Wong, Donald Scavia, Branko Kerkez, Laura Balzano",http://arxiv.org/pdf/1509.08387v2,No journal ref found,none,stat.ML,Summary4508,1509.08455v1,2015-09-28T19:58:31Z,Efficient Empowerment,"Maximilian Karl, Justin Bayer, Patrick van der Smagt",http://arxiv.org/pdf/1509.08455v1,No journal ref found,none,stat.ML,Summary4509,1509.08880v2,2015-09-29T18:33:57Z,Foundations of Coupled Nonlinear Dimensionality Reduction,"Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus",http://arxiv.org/pdf/1509.08880v2,No journal ref found,none,stat.ML,Summary4510,1509.08992v2,2015-09-30T01:44:41Z,Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing Parameter Sets,Justin Domke,http://arxiv.org/pdf/1509.08992v2,No journal ref found,none,cs.LG,Summary4511,1509.09011v1,2015-09-30T04:36:40Z,Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring,"Junpei Komiyama, Junya Honda, Hiroshi Nakagawa",http://arxiv.org/pdf/1509.09011v1,No journal ref found,none,stat.ML,Summary4512,1510.00452v5,2015-10-01T23:58:46Z,Optimal Binary Classifier Aggregation for General Losses,"Akshay Balsubramani, Yoav Freund",http://arxiv.org/pdf/1510.00452v5,No journal ref found,none,cs.LG,Summary4513,1510.00633v1,2015-10-02T16:15:30Z,Distributed Multitask Learning,"Jialei Wang, Mladen Kolar, Nathan Srebro",http://arxiv.org/pdf/1510.00633v1,No journal ref found,none,stat.ML,Summary4514,1510.00757v4,2015-10-02T23:28:11Z,A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit,"Giuseppe Burtini, Jason Loeppky, Ramon Lawrence",http://arxiv.org/pdf/1510.00757v4,No journal ref found,none,stat.ML,Summary4515,1510.01171v2,2015-10-05T14:42:36Z,On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations,"Jean Lafond, Hoi-To Wai, Eric Moulines",http://arxiv.org/pdf/1510.01171v2,No journal ref found,none,stat.ML,Summary4516,1510.01225v1,2015-10-05T16:47:54Z,Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family,"Tohid Ardeshiri, Umut Orguner, Fredrik Gustafsson",http://arxiv.org/pdf/1510.01225v1,No journal ref found,none,cs.LG,Summary4517,1510.01422v1,2015-10-06T03:58:52Z,Improved Estimation of Class Prior Probabilities through Unlabeled Data,Norman Matloff,http://arxiv.org/pdf/1510.01422v1,No journal ref found,none,stat.ML,Summary4518,1510.01485v1,2015-10-06T09:06:11Z,Bayesian Markov Blanket Estimation,"Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth",http://arxiv.org/pdf/1510.01485v1,No journal ref found,none,stat.ML,Summary4519,1510.01799v2,2015-10-07T01:42:23Z,Efficient Per-Example Gradient Computations,Ian Goodfellow,http://arxiv.org/pdf/1510.01799v2,No journal ref found,none,stat.ML,Summary4520,1510.02255v1,2015-10-08T09:44:15Z,Empirical Analysis of Sampling Based Estimators for Evaluating RBMs,"Vidyadhar Upadhya, P. S. Sastry",http://arxiv.org/pdf/1510.02255v1,No journal ref found,none,cs.LG,Summary4521,1510.02437v1,2015-10-08T18:40:50Z,Distilling Model Knowledge,George Papamakarios,http://arxiv.org/pdf/1510.02437v1,No journal ref found,none,stat.ML,Summary4522,1510.02533v2,2015-10-09T00:34:12Z,New Optimisation Methods for Machine Learning,Aaron Defazio,http://arxiv.org/pdf/1510.02533v2,No journal ref found,none,cs.LG,Summary4523,1510.02558v1,2015-10-09T03:16:07Z,Functional Frank-Wolfe Boosting for General Loss Functions,"Chu Wang, Yingfei Wang, Weinan E, Robert Schapire",http://arxiv.org/pdf/1510.02558v1,No journal ref found,none,stat.ML,Summary4524,1510.02676v1,2015-10-09T14:04:01Z,Some Theory For Practical Classifier Validation,"Eric Bax, Ya Le",http://arxiv.org/pdf/1510.02676v1,No journal ref found,none,stat.ML,Summary4525,1510.02706v2,2015-10-09T15:31:36Z,Conditional Risk Minimization for Stochastic Processes,"Alexander Zimin, Christoph H. Lampert",http://arxiv.org/pdf/1510.02706v2,No journal ref found,none,stat.ML,Summary4526,1510.02833v1,2015-10-09T21:51:09Z,Earth Movers Distance Yields Positive Definite Kernels For Certain Ground Distances,"Andrew Gardner, Christian A. Duncan, Jinko Kanno, Rastko R. Selmic",http://arxiv.org/pdf/1510.02833v1,No journal ref found,none,cs.LG,Summary4527,1510.02847v2,2015-10-09T23:15:40Z,Active Learning from Weak and Strong Labelers,"Chicheng Zhang, Kamalika Chaudhuri",http://arxiv.org/pdf/1510.02847v2,No journal ref found,none,cs.LG,Summary4528,1510.03203v2,2015-10-12T09:48:43Z,VB calibration to improve the interface between phone recognizer and i-vector extractor,Niko Brümmer,http://arxiv.org/pdf/1510.03203v2,No journal ref found,none,stat.ML,Summary4529,1510.04189v2,2015-10-14T16:27:28Z,Improving Back-Propagation by Adding an Adversarial Gradient,Arild Nøkland,http://arxiv.org/pdf/1510.04189v2,No journal ref found,none,stat.ML,Summary4530,1510.04815v2,2015-10-16T08:32:29Z,Scalable MCMC for Mixed Membership Stochastic Blockmodels,"Wenzhe Li, Sungjin Ahn, Max Welling",http://arxiv.org/pdf/1510.04815v2,No journal ref found,none,cs.LG,Summary4531,1510.04822v3,2015-10-16T09:32:24Z,SGD with Variance Reduction beyond Empirical Risk Minimization,"Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry",http://arxiv.org/pdf/1510.04822v3,No journal ref found,none,stat.ML,Summary4532,1510.04905v1,2015-10-16T14:59:04Z,Robust Partially-Compressed Least-Squares,"Stephen Becker, Ban Kawas, Marek Petrik, Karthikeyan N. Ramamurthy",http://arxiv.org/pdf/1510.04905v1,No journal ref found,none,stat.ML,Summary4533,1510.05214v1,2015-10-18T09:41:50Z,Clustering Noisy Signals with Structured Sparsity Using Time-Frequency Representation,"Tom Hope, Avishai Wagner, Or Zuk",http://arxiv.org/pdf/1510.05214v1,No journal ref found,none,cs.LG,Summary4534,1510.05336v1,2015-10-19T02:40:33Z,Clustering is Easy When ....What?,Shai Ben-David,http://arxiv.org/pdf/1510.05336v1,No journal ref found,none,stat.ML,Summary4535,1510.05477v1,2015-10-19T13:58:37Z,Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS,"Mehmet Emin Basbug, Koray Ozcan, Senem Velipasalar",http://arxiv.org/pdf/1510.05477v1,No journal ref found,none,cs.LG,Summary4536,1510.05830v2,2015-10-20T10:48:40Z,Unsupervised Ensemble Learning with Dependent Classifiers,"Ariel Jaffe, Ethan Fetaya, Boaz Nadler, Tingting Jiang, Yuval Kluger",http://arxiv.org/pdf/1510.05830v2,No journal ref found,none,cs.LG,Summary4537,1510.06423v3,2015-10-21T20:35:13Z,Optimization as Estimation with Gaussian Processes in Bandit Settings,"Zi Wang, Bolei Zhou, Stefanie Jegelka",http://arxiv.org/pdf/1510.06423v3,No journal ref found,none,stat.ML,Summary4538,1510.07471v1,2015-10-26T13:23:48Z,A Parallel algorithm for $\mathcal{X}$-Armed bandits,"Cheng Chen, Shuang Liu, Zhihua Zhang, Wu-Jun Li",http://arxiv.org/pdf/1510.07471v1,No journal ref found,none,stat.ML,Summary4539,1510.07609v1,2015-10-26T19:40:10Z,Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction,"Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama",http://arxiv.org/pdf/1510.07609v1,No journal ref found,none,stat.ML,Summary4540,1510.07925v1,2015-10-27T14:58:17Z,Exclusive Sparsity Norm Minimization with Random Groups via Cone Projection,"Yijun Huang, Ji Liu",http://arxiv.org/pdf/1510.07925v1,No journal ref found,none,stat.ML,Summary4541,1510.08108v1,2015-10-27T21:59:33Z,Online Learning with Gaussian Payoffs and Side Observations,"Yifan Wu, András György, Csaba Szepesvári",http://arxiv.org/pdf/1510.08108v1,No journal ref found,none,stat.ML,Summary4542,1510.08231v3,2015-10-28T09:18:50Z,Operator-valued Kernels for Learning from Functional Response Data,"Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren",http://arxiv.org/pdf/1510.08231v3,Journal of Machine Learning Research 17 (2016) 1-54,none,cs.LG,Summary4543,1510.08370v1,2015-10-28T16:31:57Z,Canonical Divergence Analysis,"Hoang-Vu Nguyen, Jilles Vreeken",http://arxiv.org/pdf/1510.08370v1,No journal ref found,none,stat.ML,Summary4544,1510.08382v1,2015-10-28T17:18:46Z,Flexibly Mining Better Subgroups,"Hoang-Vu Nguyen, Jilles Vreeken",http://arxiv.org/pdf/1510.08382v1,No journal ref found,none,stat.ML,Summary4545,1510.08385v1,2015-10-28T17:28:38Z,Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series,"Hoang-Vu Nguyen, Jilles Vreeken",http://arxiv.org/pdf/1510.08385v1,No journal ref found,none,stat.ML,Summary4546,1510.08389v1,2015-10-28T17:40:18Z,Universal Dependency Analysis,"Hoang-Vu Nguyen, Jilles Vreeken",http://arxiv.org/pdf/1510.08389v1,No journal ref found,none,stat.ML,Summary4547,1510.08692v1,2015-10-29T13:57:11Z,Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling,"Xiaocheng Shang, Zhanxing Zhu, Benedict Leimkuhler, Amos J. Storkey",http://arxiv.org/pdf/1510.08692v1,No journal ref found,none,stat.ML,Summary4548,1510.08974v1,2015-10-30T05:46:23Z,CONQUER: Confusion Queried Online Bandit Learning,"Daniel Barsky, Koby Crammer",http://arxiv.org/pdf/1510.08974v1,No journal ref found,none,cs.LG,Summary4549,1510.09161v1,2015-10-30T17:04:33Z,"Streaming, Distributed Variational Inference for Bayesian Nonparametrics","Trevor Campbell, Julian Straub, John W. Fisher III, Jonathan P. How",http://arxiv.org/pdf/1510.09161v1,No journal ref found,none,cs.LG,Summary4550,1511.00054v1,2015-10-31T01:02:14Z,Gaussian Process Random Fields,"David A. Moore, Stuart J. Russell",http://arxiv.org/pdf/1511.00054v1,No journal ref found,none,cs.LG,Summary4551,1511.00152v3,2015-10-31T17:20:00Z,Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means,"Farhad Pourkamali-Anaraki, Stephen Becker",http://arxiv.org/pdf/1511.00152v3,No journal ref found,none,stat.ML,Summary4552,1511.00158v1,2015-10-31T18:00:39Z,"Support Vector Regression, Smooth Splines, and Time Series Prediction","Raymundo Navarrete, Divakar Viswanath",http://arxiv.org/pdf/1511.00158v1,No journal ref found,none,stat.ML,Summary4553,1511.00830v5,2015-11-03T09:27:49Z,The Variational Fair Autoencoder,"Christos Louizos, Kevin Swersky, Yujia Li, Max Welling, Richard Zemel",http://arxiv.org/pdf/1511.00830v5,No journal ref found,none,stat.ML,Summary4554,1511.01289v2,2015-11-04T11:02:45Z,Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing,"Saiprasad Ravishankar, Yoram Bresler",http://arxiv.org/pdf/1511.01289v2,No journal ref found,none,stat.ML,Summary4555,1511.01776v1,2015-11-05T15:19:42Z,Computational Intractability of Dictionary Learning for Sparse Representation,"Meisam Razaviyayn, Hung-Wei Tseng, Zhi-Quan Luo",http://arxiv.org/pdf/1511.01776v1,No journal ref found,none,cs.LG,Summary4556,1511.01844v3,2015-11-05T18:22:44Z,A note on the evaluation of generative models,"Lucas Theis, Aäron van den Oord, Matthias Bethge",http://arxiv.org/pdf/1511.01844v3,No journal ref found,none,stat.ML,Summary4557,1511.02025v2,2015-11-06T10:30:22Z,Finding structure in data using multivariate tree boosting,"Patrick J. Miller, Gitta H. Lubke, Daniel B. McArtor, C. S. Bergeman",http://arxiv.org/pdf/1511.02025v2,No journal ref found,none,stat.ML,Summary4558,1511.02176v1,2015-11-06T18:01:38Z,Optimal Non-Asymptotic Lower Bound on the Minimax Regret of Learning with Expert Advice,"Francesco Orabona, David Pal",http://arxiv.org/pdf/1511.02176v1,No journal ref found,none,stat.ML,Summary4559,1511.02254v1,2015-11-06T22:30:46Z,Active Perceptual Similarity Modeling with Auxiliary Information,"Eric Heim, Matthew Berger, Lee Seversky, Milos Hauskrecht",http://arxiv.org/pdf/1511.02254v1,No journal ref found,none,cs.LG,Summary4560,1511.02258v2,2015-11-06T23:18:13Z,Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering,"Z. Zhang, K. Duraisamy, N. A. Gumerov",http://arxiv.org/pdf/1511.02258v2,No journal ref found,none,cs.LG,Summary4561,1511.03163v3,2015-11-10T16:14:23Z,Semi-supervised Tuning from Temporal Coherence,"Davide Maltoni, Vincenzo Lomonaco",http://arxiv.org/pdf/1511.03163v3,No journal ref found,none,cs.LG,Summary4562,1511.03198v1,2015-11-10T17:41:48Z,Sliced Wasserstein Kernels for Probability Distributions,"Soheil Kolouri, Yang Zou, Gustavo K. Rohde",http://arxiv.org/pdf/1511.03198v1,No journal ref found,none,cs.LG,Summary4563,1511.03260v4,2015-11-10T20:52:52Z,A Hierarchical Spectral Method for Extreme Classification,"Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1511.03260v4,No journal ref found,none,stat.ML,Summary4564,1511.03299v1,2015-11-10T21:40:05Z,Anchored Discrete Factor Analysis,"Yoni Halpern, Steven Horng, David Sontag",http://arxiv.org/pdf/1511.03299v1,No journal ref found,none,stat.ML,Summary4565,1511.03643v3,2015-11-11T20:27:54Z,Unifying distillation and privileged information,"David Lopez-Paz, Léon Bottou, Bernhard Schölkopf, Vladimir Vapnik",http://arxiv.org/pdf/1511.03643v3,Proceedings of the International Conference on Learning Representations (2016) 1-10,none,stat.ML,Summary4566,1511.04210v3,2015-11-13T09:35:34Z,On the Quality of the Initial Basin in Overspecified Neural Networks,"Itay Safran, Ohad Shamir",http://arxiv.org/pdf/1511.04210v3,No journal ref found,none,cs.LG,Summary4567,1511.04211v2,2015-11-13T09:37:40Z,Active Contextual Entropy Search,Jan Hendrik Metzen,http://arxiv.org/pdf/1511.04211v2,No journal ref found,none,stat.ML,Summary4568,1511.04581v4,2015-11-14T17:18:47Z,A Test of Relative Similarity For Model Selection in Generative Models,"Wacha Bounliphone, Eugene Belilovsky, Matthew B. Blaschko, Ioannis Antonoglou, Arthur Gretton",http://arxiv.org/pdf/1511.04581v4,No journal ref found,none,stat.ML,Summary4569,1511.04690v2,2015-11-15T12:17:00Z,Robust Elastic Net Regression,"Weiyang Liu, Rongmei Lin, Meng Yang",http://arxiv.org/pdf/1511.04690v2,No journal ref found,none,cs.LG,Summary4570,1511.04775v1,2015-11-15T22:39:58Z,Expressive recommender systems through normalized nonnegative models,Cyril Stark,http://arxiv.org/pdf/1511.04775v1,No journal ref found,none,cs.LG,Summary4571,1511.04776v4,2015-11-15T22:54:02Z,Mixtures of Sparse Autoregressive Networks,"Marc Goessling, Yali Amit",http://arxiv.org/pdf/1511.04776v4,No journal ref found,none,stat.ML,Summary4572,1511.04839v4,2015-11-16T06:25:59Z,Nonparametric Canonical Correlation Analysis,"Tomer Michaeli, Weiran Wang, Karen Livescu",http://arxiv.org/pdf/1511.04839v4,No journal ref found,none,cs.LG,Summary4573,1511.05102v1,2015-11-16T19:44:54Z,Resolving the Geometric Locus Dilemma for Support Vector Learning Machines,Denise M. Reeves,http://arxiv.org/pdf/1511.05102v1,No journal ref found,none,cs.LG,Summary4574,1511.05121v2,2015-11-16T20:46:38Z,Deep Kalman Filters,"Rahul G. Krishnan, Uri Shalit, David Sontag",http://arxiv.org/pdf/1511.05121v2,No journal ref found,none,stat.ML,Summary4575,1511.05191v1,2015-11-16T21:46:40Z,Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models,"Mahdi Pakdaman Naeini, Gregory F. Cooper",http://arxiv.org/pdf/1511.05191v1,No journal ref found,none,cs.LG,Summary4576,1511.05219v2,2015-11-16T23:36:25Z,How much does your data exploration overfit? Controlling bias via information usage,"Daniel Russo, James Zou",http://arxiv.org/pdf/1511.05219v2,No journal ref found,none,stat.ML,Summary4577,1511.05265v2,2015-11-17T03:21:43Z,AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling,"Sheng Wang, Siqi Sun, Jinbo Xu",http://arxiv.org/pdf/1511.05265v2,No journal ref found,none,stat.ML,Summary4578,1511.05297v8,2015-11-17T07:31:56Z,On the interplay of network structure and gradient convergence in deep learning,"Vamsi K Ithapu, Sathya N Ravi, Vikas Singh",http://arxiv.org/pdf/1511.05297v8,No journal ref found,none,cs.LG,Summary4579,1511.05650v1,2015-11-18T03:16:27Z,Tree-Guided MCMC Inference for Normalized Random Measure Mixture Models,"Juho Lee, Seungjin Choi",http://arxiv.org/pdf/1511.05650v1,No journal ref found,none,stat.ML,Summary4580,1511.05706v1,2015-11-18T09:37:54Z,Efficient Output Kernel Learning for Multiple Tasks,"Pratik Jawanpuria, Maksim Lapin, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1511.05706v1,No journal ref found,none,stat.ML,Summary4581,1511.05939v2,2015-11-18T20:41:05Z,Metric Learning with Adaptive Density Discrimination,"Oren Rippel, Manohar Paluri, Piotr Dollar, Lubomir Bourdev",http://arxiv.org/pdf/1511.05939v2,No journal ref found,none,stat.ML,Summary4582,1511.06068v4,2015-11-19T06:23:09Z,Reducing Overfitting in Deep Networks by Decorrelating Representations,"Michael Cogswell, Faruk Ahmed, Ross Girshick, Larry Zitnick, Dhruv Batra",http://arxiv.org/pdf/1511.06068v4,No journal ref found,none,cs.LG,Summary4583,1511.06201v1,2015-11-19T15:14:02Z,Adjustable Bounded Rectifiers: Towards Deep Binary Representations,"Zhirong Wu, Dahua Lin, Xiaoou Tang",http://arxiv.org/pdf/1511.06201v1,No journal ref found,none,cs.LG,Summary4584,1511.06247v3,2015-11-19T16:47:00Z,Predicting online user behaviour using deep learning algorithms,Armando Vieira,http://arxiv.org/pdf/1511.06247v3,No journal ref found,none,cs.LG,Summary4585,1511.06251v2,2015-11-19T16:49:33Z,Dynamics of Stochastic Gradient Algorithms,"Qianxiao Li, Cheng Tai, Weinan E",http://arxiv.org/pdf/1511.06251v2,No journal ref found,none,cs.LG,Summary4586,1511.06321v5,2015-11-19T19:36:38Z,Neural network-based clustering using pairwise constraints,"Yen-Chang Hsu, Zsolt Kira",http://arxiv.org/pdf/1511.06321v5,No journal ref found,none,cs.LG,Summary4587,1511.06350v3,2015-11-19T20:39:59Z,Structured Prediction Energy Networks,"David Belanger, Andrew McCallum",http://arxiv.org/pdf/1511.06350v3,No journal ref found,none,cs.LG,Summary4588,1511.06382v5,2015-11-19T21:11:12Z,Iterative Refinement of Approximate Posterior for Training Directed Belief Networks,"R Devon Hjelm, Kyunghyun Cho, Junyoung Chung, Russ Salakhutdinov, Vince Calhoun, Nebojsa Jojic",http://arxiv.org/pdf/1511.06382v5,No journal ref found,none,cs.LG,Summary4589,1511.06385v1,2015-11-19T21:14:43Z,A Unified Gradient Regularization Family for Adversarial Examples,"Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang",http://arxiv.org/pdf/1511.06385v1,No journal ref found,none,cs.LG,Summary4590,1511.06390v2,2015-11-19T21:26:58Z,Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks,Jost Tobias Springenberg,http://arxiv.org/pdf/1511.06390v2,No journal ref found,none,stat.ML,Summary4591,1511.06416v1,2015-11-19T22:08:22Z,Fast Parallel SAME Gibbs Sampling on General Discrete Bayesian Networks,"Daniel Seita, Haoyu Chen, John Canny",http://arxiv.org/pdf/1511.06416v1,No journal ref found,none,cs.LG,Summary4592,1511.06419v1,2015-11-19T22:13:43Z,Canonical Autocorrelation Analysis,"Maria De-Arteaga, Artur Dubrawski, Peter Huggins",http://arxiv.org/pdf/1511.06419v1,No journal ref found,none,stat.ML,Summary4593,1511.06423v2,2015-11-19T22:20:34Z,An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views,"Ziyuan Lin, Jaakko Peltonen",http://arxiv.org/pdf/1511.06423v2,No journal ref found,none,stat.ML,Summary4594,1511.06429v5,2015-11-19T22:39:35Z,Patterns for Learning with Side Information,"Rico Jonschkowski, Sebastian Höfer, Oliver Brock",http://arxiv.org/pdf/1511.06429v5,No journal ref found,none,cs.LG,Summary4595,1511.06443v2,2015-11-19T23:13:29Z,Neural Network Matrix Factorization,"Gintare Karolina Dziugaite, Daniel M. Roy",http://arxiv.org/pdf/1511.06443v2,No journal ref found,none,cs.LG,Summary4596,1511.06455v2,2015-11-19T23:47:34Z,Variational Auto-encoded Deep Gaussian Processes,"Zhenwen Dai, Andreas Damianou, Javier González, Neil Lawrence",http://arxiv.org/pdf/1511.06455v2,No journal ref found,none,cs.LG,Summary4597,1511.06481v7,2015-11-20T03:09:43Z,Variance Reduction in SGD by Distributed Importance Sampling,"Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1511.06481v7,No journal ref found,none,stat.ML,Summary4598,1511.06644v6,2015-11-20T15:37:24Z,Recurrent Gaussian Processes,"César Lincoln C. Mattos, Zhenwen Dai, Andreas Damianou, Jeremy Forth, Guilherme A. Barreto, Neil D. Lawrence",http://arxiv.org/pdf/1511.06644v6,No journal ref found,none,cs.LG,Summary4599,1511.06718v1,2015-11-20T18:18:45Z,Top-N recommendations from expressive recommender systems,Cyril Stark,http://arxiv.org/pdf/1511.06718v1,No journal ref found,none,cs.LG,Summary4600,1511.06807v1,2015-11-21T01:11:29Z,Adding Gradient Noise Improves Learning for Very Deep Networks,"Arvind Neelakantan, Luke Vilnis, Quoc V. Le, Ilya Sutskever, Lukasz Kaiser, Karol Kurach, James Martens",http://arxiv.org/pdf/1511.06807v1,No journal ref found,none,stat.ML,Summary4601,1511.07130v1,2015-11-23T08:21:17Z,Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions,"Amar Shah, Zoubin Ghahramani",http://arxiv.org/pdf/1511.07130v1,No journal ref found,none,cs.LG,Summary4602,1511.07551v1,2015-11-24T03:08:59Z,Transductive Log Opinion Pool of Gaussian Process Experts,"Yanshuai Cao, David J. Fleet",http://arxiv.org/pdf/1511.07551v1,No journal ref found,none,cs.LG,Summary4603,1511.08327v1,2015-11-26T09:04:47Z,Random Forests for Big Data,"Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot, Nathalie Villa-Vialaneix",http://arxiv.org/pdf/1511.08327v1,No journal ref found,none,stat.ML,Summary4604,1511.08343v2,2015-11-26T10:26:51Z,The Automatic Statistician: A Relational Perspective,"Yunseong Hwang, Anh Tong, Jaesik Choi",http://arxiv.org/pdf/1511.08343v2,No journal ref found,none,cs.LG,Summary4605,1511.08405v1,2015-11-26T14:53:00Z,Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case,"Joon Kwon, Vianney Perchet",http://arxiv.org/pdf/1511.08405v1,No journal ref found,none,cs.LG,Summary4606,1511.08551v2,2015-11-27T03:46:36Z,Regularized EM Algorithms: A Unified Framework and Statistical Guarantees,"Xinyang Yi, Constantine Caramanis",http://arxiv.org/pdf/1511.08551v2,No journal ref found,none,cs.LG,Summary4607,1512.00001v1,2015-11-29T01:52:34Z,k-Nearest Neighbour Classification of Datasets with a Family of Distances,Stan Hatko,http://arxiv.org/pdf/1512.00001v1,No journal ref found,none,stat.ML,Summary4608,1512.00994v1,2015-12-03T09:03:05Z,Bag Reference Vector for Multi-instance Learning,"Hanqiang Song, Zhuotun Zhu, Xinggang Wang",http://arxiv.org/pdf/1512.00994v1,No journal ref found,none,stat.ML,Summary4609,1512.01845v1,2015-12-06T22:13:46Z,Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering,"Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J. Smola",http://arxiv.org/pdf/1512.01845v1,No journal ref found,none,cs.LG,Summary4610,1512.02016v1,2015-12-07T12:37:41Z,Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation,"Bei Chen, Ning Chen, Jun Zhu, Jiaming Song, Bo Zhang",http://arxiv.org/pdf/1512.02016v1,No journal ref found,none,cs.LG,Summary4611,1512.02479v1,2015-12-08T14:25:29Z,Explaining NonLinear Classification Decisions with Deep Taylor Decomposition,"Grégoire Montavon, Sebastian Bach, Alexander Binder, Wojciech Samek, Klaus-Robert Müller",http://arxiv.org/pdf/1512.02479v1,No journal ref found,none,cs.LG,Summary4612,1512.02866v1,2015-12-09T14:18:16Z,Multi-Player Bandits -- a Musical Chairs Approach,"Jonathan Rosenski, Ohad Shamir, Liran Szlak",http://arxiv.org/pdf/1512.02866v1,No journal ref found,none,cs.LG,Summary4613,1512.03219v2,2015-12-10T11:24:26Z,Norm-Free Radon-Nikodym Approach to Machine Learning,Vladislav Gennadievich Malyshkin,http://arxiv.org/pdf/1512.03219v2,No journal ref found,none,cs.LG,Summary4614,1512.03396v1,2015-12-10T20:19:01Z,Boosted Sparse Non-linear Distance Metric Learning,"Yuting Ma, Tian Zheng",http://arxiv.org/pdf/1512.03396v1,No journal ref found,none,stat.ML,Summary4615,1512.03542v1,2015-12-11T07:38:12Z,Distilling Knowledge from Deep Networks with Applications to Healthcare Domain,"Zhengping Che, Sanjay Purushotham, Robinder Khemani, Yan Liu",http://arxiv.org/pdf/1512.03542v1,No journal ref found,none,stat.ML,Summary4616,1512.03844v1,2015-12-11T22:47:34Z,Efficient Deep Feature Learning and Extraction via StochasticNets,"Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth, Alexander Wong",http://arxiv.org/pdf/1512.03844v1,No journal ref found,none,cs.LG,Summary4617,1512.04052v1,2015-12-13T13:34:32Z,Big Data Scaling through Metric Mapping: Exploiting the Remarkable Simplicity of Very High Dimensional Spaces using Correspondence Analysis,Fionn Murtagh,http://arxiv.org/pdf/1512.04052v1,No journal ref found,none,stat.ML,Summary4618,1512.04202v3,2015-12-14T07:14:09Z,Preconditioned Stochastic Gradient Descent,Xi-Lin Li,http://arxiv.org/pdf/1512.04202v3,No journal ref found,none,stat.ML,Summary4619,1512.04754v1,2015-12-15T12:20:17Z,Learning optimal nonlinearities for iterative thresholding algorithms,"Ulugbek S. Kamilov, Hassan Mansour",http://arxiv.org/pdf/1512.04754v1,No journal ref found,none,cs.LG,Summary4620,1512.04829v2,2015-12-15T15:55:55Z,Feature-Level Domain Adaptation,"Wouter M. Kouw, Jesse H. Krijthe, Marco Loog, Laurens J. P. van der Maaten",http://arxiv.org/pdf/1512.04829v2,JMLR 17:171 (2016) 1-32,none,stat.ML,Summary4621,1512.06061v1,2015-12-18T17:59:49Z,Asymptotic Behavior of Mean Partitions in Consensus Clustering,Brijnesh Jain,http://arxiv.org/pdf/1512.06061v1,No journal ref found,none,cs.LG,Summary4622,1512.06452v2,2015-12-20T22:55:39Z,ATD: Anomalous Topic Discovery in High Dimensional Discrete Data,"Hossein Soleimani, David J. Miller",http://arxiv.org/pdf/1512.06452v2,No journal ref found,none,stat.ML,Summary4623,1512.07336v1,2015-12-23T02:29:39Z,Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization,"Pengtao Xie, Yuntian Deng, Eric Xing",http://arxiv.org/pdf/1512.07336v1,No journal ref found,none,cs.LG,Summary4624,1512.07446v3,2015-12-23T12:08:15Z,Adaptive Ensemble Learning with Confidence Bounds,"Cem Tekin, Jinsung Yoon, Mihaela van der Schaar",http://arxiv.org/pdf/1512.07446v3,No journal ref found,none,cs.LG,Summary4625,1512.07797v1,2015-12-24T11:49:47Z,The Lovász Hinge: A Convex Surrogate for Submodular Losses,"Jiaqian Yu, Matthew Blaschko",http://arxiv.org/pdf/1512.07797v1,No journal ref found,none,stat.ML,Summary4626,1512.07839v3,2015-12-22T14:52:14Z,Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics,Sacha Sokoloski,http://arxiv.org/pdf/1512.07839v3,No journal ref found,none,cs.LG,Summary4627,1512.07962v3,2015-12-25T06:01:44Z,Bridging the Gap between Stochastic Gradient MCMC and Stochastic Optimization,"Changyou Chen, David Carlson, Zhe Gan, Chunyuan Li, Lawrence Carin",http://arxiv.org/pdf/1512.07962v3,No journal ref found,none,stat.ML,Summary4628,1512.08064v1,2015-12-26T01:33:55Z,Statistical Learning under Nonstationary Mixing Processes,"Steve Hanneke, Tommi Jaakkola, Liu Yang",http://arxiv.org/pdf/1512.08064v1,No journal ref found,none,cs.LG,Summary4629,1512.08204v1,2015-12-27T11:30:37Z,New Perspectives on $k$-Support and Cluster Norms,"Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos",http://arxiv.org/pdf/1512.08204v1,No journal ref found,none,cs.LG,Summary4630,1512.08240v2,2015-12-27T16:44:06Z,Robust Semi-supervised Least Squares Classification by Implicit Constraints,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1512.08240v2,"Pattern Recognition Volume 63, March 2017, Pages 115-126",none,stat.ML,Summary4631,1512.08787v1,2015-12-29T20:52:41Z,Matrix Completion Under Monotonic Single Index Models,"Ravi Ganti, Laura Balzano, Rebecca Willett",http://arxiv.org/pdf/1512.08787v1,No journal ref found,none,stat.ML,Summary4632,1512.08887v2,2015-12-30T09:18:18Z,Estimation of the sample covariance matrix from compressive measurements,Farhad Pourkamali-Anaraki,http://arxiv.org/pdf/1512.08887v2,No journal ref found,none,stat.ML,Summary4633,1512.09327v3,2015-12-31T17:30:45Z,Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server,"Leonard Hasenclever, Stefan Webb, Thibaut Lienart, Sebastian Vollmer, Balaji Lakshminarayanan, Charles Blundell, Yee Whye Teh",http://arxiv.org/pdf/1512.09327v3,No journal ref found,none,cs.LG,Summary4634,1601.00024v1,2015-12-31T22:19:09Z,Selecting Near-Optimal Learners via Incremental Data Allocation,"Ashish Sabharwal, Horst Samulowitz, Gerald Tesauro",http://arxiv.org/pdf/1601.00024v1,No journal ref found,none,cs.LG,Summary4635,1601.00236v1,2016-01-03T00:14:23Z,Supervised Dimensionality Reduction via Distance Correlation Maximization,"Praneeth Vepakomma, Chetan Tonde, Ahmed Elgammal",http://arxiv.org/pdf/1601.00236v1,No journal ref found,none,cs.LG,Summary4636,1601.00238v2,2016-01-03T01:17:04Z,Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes,"Tongliang Liu, Dacheng Tao, Dong Xu",http://arxiv.org/pdf/1601.00238v2,No journal ref found,none,stat.ML,Summary4637,1601.00393v1,2016-01-04T07:16:35Z,On the Reducibility of Submodular Functions,"Jincheng Mei, Hao Zhang, Bao-Liang Lu",http://arxiv.org/pdf/1601.00393v1,No journal ref found,none,cs.LG,Summary4638,1601.00449v1,2016-01-04T10:48:29Z,Fitting Spectral Decay with the $k$-Support Norm,"Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos",http://arxiv.org/pdf/1601.00449v1,No journal ref found,none,cs.LG,Summary4639,1601.00595v2,2016-01-04T18:11:45Z,Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising,"George Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis",http://arxiv.org/pdf/1601.00595v2,No journal ref found,none,cs.LG,Summary4640,1601.00955v1,2016-01-05T20:38:35Z,Optimally Pruning Decision Tree Ensembles With Feature Cost,"Feng Nan, Joseph Wang, Venkatesh Saligrama",http://arxiv.org/pdf/1601.00955v1,No journal ref found,none,stat.ML,Summary4641,1601.01142v1,2016-01-06T11:15:45Z,Streaming Gibbs Sampling for LDA Model,"Yang Gao, Jianfei Chen, Jun Zhu",http://arxiv.org/pdf/1601.01142v1,No journal ref found,none,cs.LG,Summary4642,1601.01411v1,2016-01-07T06:37:48Z,Learning Kernels for Structured Prediction using Polynomial Kernel Transformations,"Chetan Tonde, Ahmed Elgammal",http://arxiv.org/pdf/1601.01411v1,No journal ref found,none,cs.LG,Summary4643,1601.01507v2,2016-01-07T12:25:53Z,Fast Kronecker product kernel methods via sampled vec trick,"Antti Airola, Tapio Pahikkala",http://arxiv.org/pdf/1601.01507v2,No journal ref found,none,stat.ML,Summary4644,1601.01544v1,2016-01-07T14:25:07Z,State Space representation of non-stationary Gaussian Processes,"Alessio Benavoli, Marco Zaffalon",http://arxiv.org/pdf/1601.01544v1,No journal ref found,none,cs.LG,Summary4645,1601.01944v1,2016-01-08T16:56:55Z,Nonparametric semi-supervised learning of class proportions,"Shantanu Jain, Martha White, Michael W. Trosset, Predrag Radivojac",http://arxiv.org/pdf/1601.01944v1,No journal ref found,none,stat.ML,Summary4646,1601.02257v1,2016-01-10T19:23:27Z,A Sufficient Statistics Construction of Bayesian Nonparametric Exponential Family Conjugate Models,"Robert Finn, Brian Kulis",http://arxiv.org/pdf/1601.02257v1,No journal ref found,none,cs.LG,Summary4647,1601.02733v1,2016-01-12T05:33:03Z,Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints,"Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui",http://arxiv.org/pdf/1601.02733v1,No journal ref found,none,cs.LG,Summary4648,1601.03124v1,2016-01-13T04:20:09Z,Online Prediction of Dyadic Data with Heterogeneous Matrix Factorization,"Guangyong Chen, Fengyuan Zhu, Pheng Ann Heng",http://arxiv.org/pdf/1601.03124v1,No journal ref found,none,cs.LG,Summary4649,1601.04033v1,2016-01-15T19:03:47Z,Faster Asynchronous SGD,Augustus Odena,http://arxiv.org/pdf/1601.04033v1,No journal ref found,none,stat.ML,Summary4650,1601.04366v2,2016-01-17T23:31:37Z,Learning the kernel matrix via predictive low-rank approximations,"Martin Stražar, Tomaž Curk",http://arxiv.org/pdf/1601.04366v2,No journal ref found,none,cs.LG,Summary4651,1601.04451v1,2016-01-18T10:12:15Z,Zero-error dissimilarity based classifiers,"Robert P. W. Duin, Elzbieta Pekalska",http://arxiv.org/pdf/1601.04451v1,No journal ref found,none,stat.ML,Summary4652,1601.04530v1,2016-01-18T14:31:12Z,Domain based classification,"Robert P. W. Duin, Elzbieta Pekalska",http://arxiv.org/pdf/1601.04530v1,No journal ref found,none,stat.ML,Summary4653,1601.05495v2,2016-01-21T02:39:39Z,Data-driven Rank Breaking for Efficient Rank Aggregation,"Ashish Khetan, Sewoong Oh",http://arxiv.org/pdf/1601.05495v2,No journal ref found,none,cs.LG,Summary4654,1601.05675v1,2016-01-21T15:31:35Z,Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning,"Daniele Calandriello, Alessandro Lazaric, Michal Valko, Ioannis Koutis",http://arxiv.org/pdf/1601.05675v1,No journal ref found,none,stat.ML,Summary4655,1601.06105v1,2016-01-22T19:10:31Z,Learning Minimum Volume Sets and Anomaly Detectors from KNN Graphs,"Jonathan Root, Venkatesh Saligrama, Jing Qian",http://arxiv.org/pdf/1601.06105v1,No journal ref found,none,stat.ML,Summary4656,1601.06201v2,2016-01-22T23:15:42Z,Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach,"Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney",http://arxiv.org/pdf/1601.06201v2,No journal ref found,none,cs.LG,Summary4657,1601.06207v3,2016-01-22T23:47:36Z,Rectified Gaussian Scale Mixtures and the Sparse Non-Negative Least Squares Problem,"Alican Nalci, Igor Fedorov, Bhaskar D. Rao",http://arxiv.org/pdf/1601.06207v3,No journal ref found,none,cs.LG,Summary4658,1601.06650v1,2016-01-25T16:02:50Z,Time-Varying Gaussian Process Bandit Optimization,"Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher",http://arxiv.org/pdf/1601.06650v1,No journal ref found,none,stat.ML,Summary4659,1601.06680v1,2016-01-25T17:14:31Z,Conditional distribution variability measures for causality detection,José A. R. Fonollosa,http://arxiv.org/pdf/1601.06680v1,No journal ref found,none,stat.ML,Summary4660,1601.06750v2,2016-01-25T20:14:22Z,A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds,"Divya Padmanabhan, Satyanath Bhat, Dinesh Garg, Shirish Shevade, Y. Narahari",http://arxiv.org/pdf/1601.06750v2,No journal ref found,none,cs.LG,Summary4661,1601.07233v1,2016-01-27T00:31:02Z,Predicting Drug Interactions and Mutagenicity with Ensemble Classifiers on Subgraphs of Molecules,"Andrew Schaumberg, Angela Yu, Tatsuhiro Koshi, Xiaochan Zong, Santoshkalyan Rayadhurgam",http://arxiv.org/pdf/1601.07233v1,No journal ref found,none,stat.ML,Summary4662,1601.07947v1,2016-01-28T23:38:44Z,Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking,"Fateme Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis",http://arxiv.org/pdf/1601.07947v1,No journal ref found,none,stat.ML,Summary4663,1602.00061v4,2016-01-30T02:28:39Z,Spectrum Estimation from Samples,"Weihao Kong, Gregory Valiant",http://arxiv.org/pdf/1602.00061v4,No journal ref found,none,cs.LG,Summary4664,1602.00133v5,2016-01-30T16:11:53Z,SCOPE: Scalable Composite Optimization for Learning on Spark,"Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li",http://arxiv.org/pdf/1602.00133v5,No journal ref found,none,stat.ML,Summary4665,1602.00216v5,2016-01-31T09:59:27Z,Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension,"Jean Golay, Michael Leuenberger, Mikhail Kanevski",http://arxiv.org/pdf/1602.00216v5,No journal ref found,none,stat.ML,Summary4666,1602.00223v2,2016-01-31T10:56:29Z,A Proximal Stochastic Quasi-Newton Algorithm,"Luo Luo, Zihao Chen, Zhihua Zhang, Wu-Jun Li",http://arxiv.org/pdf/1602.00223v2,No journal ref found,none,cs.LG,Summary4667,1602.00287v3,2016-01-31T17:32:51Z,Additive Approximations in High Dimensional Nonparametric Regression via the SALSA,"Kirthevasan Kandasamy, Yaoliang Yu",http://arxiv.org/pdf/1602.00287v3,No journal ref found,none,stat.ML,Summary4668,1602.00357v1,2016-02-01T01:47:00Z,DeepCare: A Deep Dynamic Memory Model for Predictive Medicine,"Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1602.00357v1,No journal ref found,none,stat.ML,Summary4669,1602.01407v2,2016-02-03T18:45:07Z,A Kronecker-factored approximate Fisher matrix for convolution layers,"Roger Grosse, James Martens",http://arxiv.org/pdf/1602.01407v2,No journal ref found,none,stat.ML,Summary4670,1602.02136v1,2016-02-05T19:46:23Z,Reducing Runtime by Recycling Samples,"Jialei Wang, Hai Wang, Nathan Srebro",http://arxiv.org/pdf/1602.02136v1,No journal ref found,none,cs.LG,Summary4671,1602.02151v2,2016-02-05T20:58:18Z,Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters,"Zeyuan Allen-Zhu, Yang Yuan, Karthik Sridharan",http://arxiv.org/pdf/1602.02151v2,No journal ref found,none,cs.LG,Summary4672,1602.02172v1,2016-02-05T21:51:41Z,On Column Selection in Approximate Kernel Canonical Correlation Analysis,Weiran Wang,http://arxiv.org/pdf/1602.02172v1,No journal ref found,none,cs.LG,Summary4673,1602.02181v1,2016-02-05T22:32:50Z,Active Information Acquisition,"He He, Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1602.02181v1,No journal ref found,none,stat.ML,Summary4674,1602.02191v3,2016-02-05T23:23:32Z,Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes,"Mohammad Gheshlaghi Azar, Eva Dyer, Konrad Kording",http://arxiv.org/pdf/1602.02191v3,"Proc. of the Conference on Uncertainty in Artificial Intelligence, pg. 22-31, 2016",none,stat.ML,Summary4675,1602.02196v1,2016-02-06T00:34:59Z,BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1602.02196v1,No journal ref found,none,cs.LG,Summary4676,1602.02220v2,2016-02-06T05:41:57Z,Improved Dropout for Shallow and Deep Learning,"Zhe Li, Boqing Gong, Tianbao Yang",http://arxiv.org/pdf/1602.02220v2,No journal ref found,none,cs.LG,Summary4677,1602.02256v1,2016-02-06T13:47:34Z,A Tractable Fully Bayesian Method for the Stochastic Block Model,"Kohei Hayashi, Takuya Konishi, Tatsuro Kawamoto",http://arxiv.org/pdf/1602.02256v1,No journal ref found,none,cs.LG,Summary4678,1602.02282v3,2016-02-06T17:32:48Z,Ladder Variational Autoencoders,"Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther",http://arxiv.org/pdf/1602.02282v3,No journal ref found,none,stat.ML,Summary4679,1602.02285v1,2016-02-06T17:56:59Z,A Deep Learning Approach to Unsupervised Ensemble Learning,"Uri Shaham, Xiuyuan Cheng, Omer Dror, Ariel Jaffe, Boaz Nadler, Joseph Chang, Yuval Kluger",http://arxiv.org/pdf/1602.02285v1,No journal ref found,none,stat.ML,Summary4680,1602.02311v3,2016-02-06T21:35:23Z,Rényi Divergence Variational Inference,"Yingzhen Li, Richard E. Turner",http://arxiv.org/pdf/1602.02311v3,No journal ref found,none,stat.ML,Summary4681,1602.02386v1,2016-02-07T16:11:18Z,Network Inference by Learned Node-Specific Degree Prior,"Qingming Tang, Lifu Tu, Weiran Wang, Jinbo Xu",http://arxiv.org/pdf/1602.02386v1,No journal ref found,none,stat.ML,Summary4682,1602.02442v2,2016-02-08T00:24:01Z,A Simple Practical Accelerated Method for Finite Sums,Aaron Defazio,http://arxiv.org/pdf/1602.02442v2,No journal ref found,none,stat.ML,Summary4683,1602.02450v2,2016-02-08T01:50:43Z,"Loss factorization, weakly supervised learning and label noise robustness","Giorgio Patrini, Frank Nielsen, Richard Nock, Marcello Carioni",http://arxiv.org/pdf/1602.02450v2,No journal ref found,none,cs.LG,Summary4684,1602.02514v6,2016-02-08T10:19:09Z,Fast K-Means with Accurate Bounds,"James Newling, François Fleuret",http://arxiv.org/pdf/1602.02514v6,"Proceedings of the International Conference on Machine Learning (ICML) pp. 936-944, 2016",none,stat.ML,Summary4685,1602.02518v1,2016-02-08T10:29:13Z,Multi-view Kernel Completion,"Sahely Bhadra, Samuel Kaski, Juho Rousu",http://arxiv.org/pdf/1602.02518v1,No journal ref found,none,cs.LG,Summary4686,1602.02666v1,2016-02-08T17:46:18Z,A Variational Analysis of Stochastic Gradient Algorithms,"Stephan Mandt, Matthew D. Hoffman, David M. Blei",http://arxiv.org/pdf/1602.02666v1,No journal ref found,none,stat.ML,Summary4687,1602.02701v1,2016-02-08T19:19:08Z,Compressed Online Dictionary Learning for Fast fMRI Decomposition,"Arthur Mensch, Gaël Varoquaux, Bertrand Thirion",http://arxiv.org/pdf/1602.02701v1,2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI),none,stat.ML,Summary4688,1602.02722v4,2016-02-08T20:12:50Z,PAC Reinforcement Learning with Rich Observations,"Akshay Krishnamurthy, Alekh Agarwal, John Langford",http://arxiv.org/pdf/1602.02722v4,No journal ref found,none,cs.LG,Summary4689,1602.02845v4,2016-02-09T02:51:12Z,Online Active Linear Regression via Thresholding,"Carlos Riquelme, Ramesh Johari, Baosen Zhang",http://arxiv.org/pdf/1602.02845v4,No journal ref found,none,stat.ML,Summary4690,1602.02852v1,2016-02-09T04:00:32Z,Compliance-Aware Bandits,"Nicolás Della Penna, Mark D. Reid, David Balduzzi",http://arxiv.org/pdf/1602.02852v1,No journal ref found,none,stat.ML,Summary4691,1602.02934v5,2016-02-09T11:05:42Z,Nested Mini-Batch K-Means,"James Newling, François Fleuret",http://arxiv.org/pdf/1602.02934v5,"Nested Mini-Batch K-Means, Proceedings of the International Conference on Neural Information Processing Systems (NIPS), 2016",none,stat.ML,Summary4692,1602.03014v2,2016-02-09T14:59:45Z,Herding as a Learning System with Edge-of-Chaos Dynamics,"Yutian Chen, Max Welling",http://arxiv.org/pdf/1602.03014v2,No journal ref found,none,stat.ML,Summary4693,1602.03027v1,2016-02-09T15:17:24Z,Minimax Lower Bounds for Realizable Transductive Classification,"Ilya Tolstikhin, David Lopez-Paz",http://arxiv.org/pdf/1602.03027v1,No journal ref found,none,stat.ML,Summary4694,1602.03146v2,2016-02-09T20:03:30Z,DCM Bandits: Learning to Rank with Multiple Clicks,"Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Zheng Wen",http://arxiv.org/pdf/1602.03146v2,No journal ref found,none,cs.LG,Summary4695,1602.03220v4,2016-02-09T23:35:18Z,Discriminative Regularization for Generative Models,"Alex Lamb, Vincent Dumoulin, Aaron Courville",http://arxiv.org/pdf/1602.03220v4,No journal ref found,none,stat.ML,Summary4696,1602.03264v3,2016-02-10T04:46:45Z,A Theory of Generative ConvNet,"Jianwen Xie, Yang Lu, Song-Chun Zhu, Ying Nian Wu",http://arxiv.org/pdf/1602.03264v3,No journal ref found,none,stat.ML,Summary4697,1602.03368v1,2016-02-10T13:34:30Z,Fast model selection by limiting SVM training times,"Aydin Demircioglu, Daniel Horn, Tobias Glasmachers, Bernd Bischl, Claus Weihs",http://arxiv.org/pdf/1602.03368v1,No journal ref found,none,stat.ML,Summary4698,1602.03534v3,2016-02-10T21:07:23Z,Unsupervised Transductive Domain Adaptation,"Ozan Sener, Hyun Oh Song, Ashutosh Saxena, Silvio Savarese",http://arxiv.org/pdf/1602.03534v3,No journal ref found,none,stat.ML,Summary4699,1602.03600v1,2016-02-11T01:43:22Z,Data-Driven Online Decision Making with Costly Information Acquisition,"Onur Atan, William Whoiles, Mihaela van der Schaar",http://arxiv.org/pdf/1602.03600v1,No journal ref found,none,stat.ML,Summary4700,1602.03619v4,2016-02-11T05:35:19Z,Optimal Inference in Crowdsourced Classification via Belief Propagation,"Jungseul Ok, Sewoong Oh, Jinwoo Shin, Yung Yi",http://arxiv.org/pdf/1602.03619v4,No journal ref found,none,cs.LG,Summary4701,1602.03943v4,2016-02-12T01:38:05Z,Second Order Stochastic Optimization in Linear Time,"Naman Agarwal, Brian Bullins, Elad Hazan",http://arxiv.org/pdf/1602.03943v4,No journal ref found,none,stat.ML,Summary4702,1602.03950v1,2016-02-12T02:55:34Z,General Vector Machine,Hong Zhao,http://arxiv.org/pdf/1602.03950v1,No journal ref found,none,stat.ML,Summary4703,1602.04133v1,2016-02-12T17:32:39Z,Deep Gaussian Processes for Regression using Approximate Expectation Propagation,"Thang D. Bui, Daniel Hernández-Lobato, Yingzhen Li, José Miguel Hernández-Lobato, Richard E. Turner",http://arxiv.org/pdf/1602.04133v1,No journal ref found,none,stat.ML,Summary4704,1602.04208v1,2016-02-12T20:57:35Z,Pursuits in Structured Non-Convex Matrix Factorizations,"Rajiv Khanna, Michael Tschannen, Martin Jaggi",http://arxiv.org/pdf/1602.04208v1,No journal ref found,none,cs.LG,Summary4705,1602.04265v1,2016-02-12T23:44:53Z,Regularized Estimation in High Dimensional Time Series under Mixing Conditions,"Kam Chung Wong, Ambuj Tewari, Zifan Li",http://arxiv.org/pdf/1602.04265v1,No journal ref found,none,stat.ML,Summary4706,1602.04282v1,2016-02-13T03:47:11Z,Conservative Bandits,"Yifan Wu, Roshan Shariff, Tor Lattimore, Csaba Szepesvári",http://arxiv.org/pdf/1602.04282v1,No journal ref found,none,stat.ML,Summary4707,1602.04287v1,2016-02-13T04:18:03Z,A Minimax Theory for Adaptive Data Analysis,"Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg",http://arxiv.org/pdf/1602.04287v1,No journal ref found,none,stat.ML,Summary4708,1602.04418v2,2016-02-14T05:15:50Z,Identifiability Assumptions and Algorithm for Directed Graphical Models with Feedback,"Gunwoong Park, Garvesh Raskutti",http://arxiv.org/pdf/1602.04418v2,No journal ref found,none,stat.ML,Summary4709,1602.04474v2,2016-02-14T16:26:39Z,Generalization Properties of Learning with Random Features,"Alessandro Rudi, Raffaello Camoriano, Lorenzo Rosasco",http://arxiv.org/pdf/1602.04474v2,No journal ref found,none,stat.ML,Summary4710,1602.04511v2,2016-02-14T21:14:07Z,Learning Granger Causality for Hawkes Processes,"Hongteng Xu, Mehrdad Farajtabar, Hongyuan Zha",http://arxiv.org/pdf/1602.04511v2,No journal ref found,none,cs.LG,Summary4711,1602.04976v1,2016-02-16T10:48:28Z,Stochastic Process Bandits: Upper Confidence Bounds Algorithms via Generic Chaining,"Emile Contal, Nicolas Vayatis",http://arxiv.org/pdf/1602.04976v1,No journal ref found,none,stat.ML,Summary4712,1602.05436v1,2016-02-17T14:40:52Z,Low-Rank Factorization of Determinantal Point Processes for Recommendation,"Mike Gartrell, Ulrich Paquet, Noam Koenigstein",http://arxiv.org/pdf/1602.05436v1,No journal ref found,none,stat.ML,Summary4713,1602.05908v1,2016-02-18T18:52:15Z,Efficient approaches for escaping higher order saddle points in non-convex optimization,"Anima Anandkumar, Rong Ge",http://arxiv.org/pdf/1602.05908v1,No journal ref found,none,cs.LG,Summary4714,1602.06042v2,2016-02-19T04:28:50Z,Structured Sparse Regression via Greedy Hard-Thresholding,"Prateek Jain, Nikhil Rao, Inderjit Dhillon",http://arxiv.org/pdf/1602.06042v2,No journal ref found,none,stat.ML,Summary4715,1602.06346v2,2016-02-19T23:46:11Z,Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models,"Bernardo Ávila Pires, Csaba Szepesvári",http://arxiv.org/pdf/1602.06346v2,JMLR W&CP 49: COLT 2016 Proceedings (2016) 1-31,none,stat.ML,Summary4716,1602.06516v3,2016-02-21T10:52:42Z,Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques,"Debarghya Ghoshdastidar, Ambedkar Dukkipati",http://arxiv.org/pdf/1602.06516v3,No journal ref found,none,cs.LG,Summary4717,1602.06518v3,2016-02-21T11:18:10Z,Multi-Task Learning with Labeled and Unlabeled Tasks,"Anastasia Pentina, Christoph H. Lampert",http://arxiv.org/pdf/1602.06518v3,No journal ref found,none,stat.ML,Summary4718,1602.06531v2,2016-02-21T14:05:48Z,Multi-task and Lifelong Learning of Kernels,"Anastasia Pentina, Shai Ben-David",http://arxiv.org/pdf/1602.06531v2,No journal ref found,none,stat.ML,Summary4719,1602.06687v1,2016-02-22T09:01:10Z,An Effective and Efficient Approach for Clusterability Evaluation,"Margareta Ackerman, Andreas Adolfsson, Naomi Brownstein",http://arxiv.org/pdf/1602.06687v1,No journal ref found,none,cs.LG,Summary4720,1602.06725v2,2016-02-22T11:06:06Z,Variational inference for Monte Carlo objectives,"Andriy Mnih, Danilo J. Rezende",http://arxiv.org/pdf/1602.06725v2,No journal ref found,none,cs.LG,Summary4721,1602.06886v2,2016-02-22T18:38:27Z,Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation,"Akash Srivastava, James Zou, Charles Sutton",http://arxiv.org/pdf/1602.06886v2,No journal ref found,none,stat.ML,Summary4722,1602.06989v1,2016-02-22T22:40:00Z,Recovering the number of clusters in data sets with noise features using feature rescaling factors,"Renato Cordeiro de Amorim, Christian Hennig",http://arxiv.org/pdf/1602.06989v1,"Information Sciences 324 (2015), 126-145",none,stat.ML,Summary4723,1602.07043v2,2016-02-23T04:52:28Z,Auditing Black-box Models for Indirect Influence,"Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian",http://arxiv.org/pdf/1602.07043v2,No journal ref found,none,stat.ML,Summary4724,1602.07107v1,2016-02-23T10:21:58Z,A Streaming Algorithm for Crowdsourced Data Classification,"Thomas Bonald, Richard Combes",http://arxiv.org/pdf/1602.07107v1,No journal ref found,none,stat.ML,Summary4725,1602.07109v5,2016-02-23T10:31:51Z,Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series,"Maximilian Soelch, Justin Bayer, Marvin Ludersdorfer, Patrick van der Smagt",http://arxiv.org/pdf/1602.07109v5,No journal ref found,none,stat.ML,Summary4726,1602.07120v2,2016-02-23T11:20:37Z,Submodular Learning and Covering with Response-Dependent Costs,Sivan Sabato,http://arxiv.org/pdf/1602.07120v2,"27th International conference on Algorithmic Learning Theory (ALT), 130-144, 2016",none,cs.LG,Summary4727,1602.07265v2,2016-02-23T19:05:09Z,Search Improves Label for Active Learning,"Alina Beygelzimer, Daniel Hsu, John Langford, Chicheng Zhang",http://arxiv.org/pdf/1602.07265v2,No journal ref found,none,cs.LG,Summary4728,1602.07387v3,2016-02-24T03:48:19Z,Discrete Distribution Estimation under Local Privacy,"Peter Kairouz, Keith Bonawitz, Daniel Ramage",http://arxiv.org/pdf/1602.07387v3,No journal ref found,none,stat.ML,Summary4729,1602.07464v1,2016-02-24T11:11:10Z,Feature ranking for multi-label classification using Markov Networks,Paweł Teisseyre,http://arxiv.org/pdf/1602.07464v1,No journal ref found,none,cs.LG,Summary4730,1602.07466v1,2016-02-24T11:15:03Z,Asymptotic consistency and order specification for logistic classifier chains in multi-label learning,Paweł Teisseyre,http://arxiv.org/pdf/1602.07466v1,No journal ref found,none,cs.LG,Summary4731,1602.07576v3,2016-02-24T16:17:15Z,Group Equivariant Convolutional Networks,"Taco S. Cohen, Max Welling",http://arxiv.org/pdf/1602.07576v3,"Proceedings of the International Conference on Machine Learning (ICML), 2016",none,cs.LG,Summary4732,1602.07863v1,2016-02-25T09:42:46Z,Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood,"Janne Leppä-aho, Johan Pensar, Teemu Roos, Jukka Corander",http://arxiv.org/pdf/1602.07863v1,No journal ref found,none,stat.ML,Summary4733,1602.07865v1,2016-02-25T09:57:42Z,Projected Estimators for Robust Semi-supervised Classification,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1602.07865v1,No journal ref found,none,stat.ML,Summary4734,1602.08151v2,2016-02-25T23:46:57Z,Learning to Abstain from Binary Prediction,Akshay Balsubramani,http://arxiv.org/pdf/1602.08151v2,No journal ref found,none,cs.LG,Summary4735,1602.08886v2,2016-02-29T09:53:28Z,Collaborative Learning of Stochastic Bandits over a Social Network,"Ravi Kumar Kolla, Krishna Jagannathan, Aditya Gopalan",http://arxiv.org/pdf/1602.08886v2,No journal ref found,none,cs.LG,Summary4736,1602.09013v2,2016-02-29T15:51:50Z,Beyond CCA: Moment Matching for Multi-View Models,"Anastasia Podosinnikova, Francis Bach, Simon Lacoste-Julien",http://arxiv.org/pdf/1602.09013v2,No journal ref found,none,stat.ML,Summary4737,1603.00531v1,2016-03-02T00:21:00Z,LOFS: Library of Online Streaming Feature Selection,"Kui Yu, Wei Ding, Xindong Wu",http://arxiv.org/pdf/1603.00531v1,"Knowledge-based Systems, 113(2016):1-3",none,cs.LG,Summary4738,1603.00564v1,2016-03-02T03:31:28Z,Asymptotic behavior of $\ell_p$-based Laplacian regularization in semi-supervised learning,"Ahmed El Alaoui, Xiang Cheng, Aaditya Ramdas, Martin J. Wainwright, Michael I. Jordan",http://arxiv.org/pdf/1603.00564v1,No journal ref found,none,cs.LG,Summary4739,1603.00856v3,2016-03-02T20:34:08Z,Molecular Graph Convolutions: Moving Beyond Fingerprints,"Steven Kearnes, Kevin McCloskey, Marc Berndl, Vijay Pande, Patrick Riley",http://arxiv.org/pdf/1603.00856v3,J Comput Aided Mol Des (2016),none,stat.ML,Summary4740,1603.01374v1,2016-03-04T08:29:03Z,A Unified View of Localized Kernel Learning,"John Moeller, Sarathkrishna Swaminathan, Suresh Venkatasubramanian",http://arxiv.org/pdf/1603.01374v1,No journal ref found,none,cs.LG,Summary4741,1603.01431v6,2016-03-04T12:01:58Z,Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks,"Devansh Arpit, Yingbo Zhou, Bhargava U. Kota, Venu Govindaraju",http://arxiv.org/pdf/1603.01431v6,No journal ref found,none,stat.ML,Summary4742,1603.02010v1,2016-03-07T11:23:57Z,Differentially Private Policy Evaluation,"Borja Balle, Maziar Gomrokchi, Doina Precup",http://arxiv.org/pdf/1603.02010v1,No journal ref found,none,cs.LG,Summary4743,1603.02185v1,2016-03-07T18:11:54Z,Distributed Multi-Task Learning with Shared Representation,"Jialei Wang, Mladen Kolar, Nathan Srebro",http://arxiv.org/pdf/1603.02185v1,No journal ref found,none,cs.LG,Summary4744,1603.02501v2,2016-03-08T12:43:29Z,Mixture Proportion Estimation via Kernel Embedding of Distributions,"Harish G. Ramaswamy, Clayton Scott, Ambuj Tewari",http://arxiv.org/pdf/1603.02501v2,No journal ref found,none,cs.LG,Summary4745,1603.02644v3,2016-03-08T19:57:47Z,Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling,"Christophe Dupuy, Francis Bach",http://arxiv.org/pdf/1603.02644v3,No journal ref found,none,cs.LG,Summary4746,1603.02752v2,2016-03-09T00:55:58Z,Best-of-K Bandits,"Max Simchowitz, Kevin Jamieson, Benjamin Recht",http://arxiv.org/pdf/1603.02752v2,No journal ref found,none,cs.LG,Summary4747,1603.02806v1,2016-03-09T08:09:59Z,Optimized Kernel Entropy Components,"Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls",http://arxiv.org/pdf/1603.02806v1,No journal ref found,none,stat.ML,Summary4748,1603.03130v3,2016-03-10T02:53:52Z,Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning,"Gang Niu, Marthinus Christoffel du Plessis, Tomoya Sakai, Yao Ma, Masashi Sugiyama",http://arxiv.org/pdf/1603.03130v3,No journal ref found,none,cs.LG,Summary4749,1603.03678v2,2016-03-11T16:16:45Z,Nonstationary Distance Metric Learning,"Kristjan Greenewald, Stephen Kelley, Alfred Hero",http://arxiv.org/pdf/1603.03678v2,No journal ref found,none,stat.ML,Summary4750,1603.03724v1,2016-03-11T19:06:33Z,Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models,"Niharika Gauraha, Swapan K. Parui",http://arxiv.org/pdf/1603.03724v1,No journal ref found,none,stat.ML,Summary4751,1603.04190v2,2016-03-14T10:26:23Z,Online Isotonic Regression,"Wojciech Kotłowski, Wouter M. Koolen, Alan Malek",http://arxiv.org/pdf/1603.04190v2,No journal ref found,none,cs.LG,Summary4752,1603.04733v5,2016-03-15T16:01:14Z,Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors,"Christos Louizos, Max Welling",http://arxiv.org/pdf/1603.04733v5,No journal ref found,none,stat.ML,Summary4753,1603.04882v1,2016-03-15T20:46:46Z,Bias Correction for Regularized Regression and its Application in Learning with Streaming Data,Qiang Wu,http://arxiv.org/pdf/1603.04882v1,No journal ref found,none,stat.ML,Summary4754,1603.04918v1,2016-03-15T23:06:19Z,Data Clustering and Graph Partitioning via Simulated Mixing,"Shahzad Bhatti, Carolyn Beck, Angelia Nedic",http://arxiv.org/pdf/1603.04918v1,No journal ref found,none,cs.LG,Summary4755,1603.05152v1,2016-03-16T15:49:37Z,Feature Selection as a Multiagent Coordination Problem,"Kleanthis Malialis, Jun Wang, Gary Brooks, George Frangou",http://arxiv.org/pdf/1603.05152v1,No journal ref found,none,cs.LG,Summary4756,1603.05359v2,2016-03-17T05:37:12Z,Cascading Bandits for Large-Scale Recommendation Problems,"Shi Zong, Hao Ni, Kenny Sung, Nan Rosemary Ke, Zheng Wen, Branislav Kveton",http://arxiv.org/pdf/1603.05359v2,No journal ref found,none,cs.LG,Summary4757,1603.05691v4,2016-03-17T21:10:38Z,Do Deep Convolutional Nets Really Need to be Deep and Convolutional?,"Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Ozlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matt Richardson",http://arxiv.org/pdf/1603.05691v4,No journal ref found,none,stat.ML,Summary4758,1603.05800v1,2016-03-18T09:16:01Z,A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition,"Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurelien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha",http://arxiv.org/pdf/1603.05800v1,No journal ref found,none,cs.LG,Summary4759,1603.06035v1,2016-03-19T02:53:48Z,L0-norm Sparse Graph-regularized SVD for Biclustering,"Wenwen Min, Juan Liu, Shihua Zhang",http://arxiv.org/pdf/1603.06035v1,No journal ref found,none,cs.LG,Summary4760,1603.06170v1,2016-03-20T00:55:06Z,Joint Stochastic Approximation learning of Helmholtz Machines,"Haotian Xu, Zhijian Ou",http://arxiv.org/pdf/1603.06170v1,No journal ref found,none,cs.LG,Summary4761,1603.06541v1,2016-03-21T19:11:50Z,A Comparison Study of Nonlinear Kernels,Ping Li,http://arxiv.org/pdf/1603.06541v1,No journal ref found,none,stat.ML,Summary4762,1603.06560v3,2016-03-21T19:51:04Z,Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization,"Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh, Ameet Talwalkar",http://arxiv.org/pdf/1603.06560v3,No journal ref found,none,cs.LG,Summary4763,1603.07094v1,2016-03-23T09:06:19Z,Predicting Glaucoma Visual Field Loss by Hierarchically Aggregating Clustering-based Predictors,"Motohide Higaki, Kai Morino, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi",http://arxiv.org/pdf/1603.07094v1,No journal ref found,none,stat.ML,Summary4764,1603.07879v1,2016-03-25T11:09:22Z,Hybridization of Expectation-Maximization and K-Means Algorithms for Better Clustering Performance,"D. Raja Kishor, N. B. Venkateswarlu",http://arxiv.org/pdf/1603.07879v1,No journal ref found,none,cs.LG,Summary4765,1603.08482v1,2016-03-28T18:55:02Z,Estimating Mixture Models via Mixtures of Polynomials,"Sida I. Wang, Arun Tejasvi Chaganty, Percy Liang",http://arxiv.org/pdf/1603.08482v1,No journal ref found,none,stat.ML,Summary4766,1603.08704v1,2016-03-29T10:04:07Z,Interpretability of Multivariate Brain Maps in Brain Decoding: Definition and Quantification,Seyed Mostafa Kia,http://arxiv.org/pdf/1603.08704v1,No journal ref found,none,stat.ML,Summary4767,1603.08981v2,2016-03-29T21:54:56Z,Detecting weak changes in dynamic events over networks,"Shuang Li, Yao Xie, Mehrdad Farajtabar, Apurv Verma, Le Song",http://arxiv.org/pdf/1603.08981v2,No journal ref found,none,cs.LG,Summary4768,1603.09048v3,2016-03-30T06:19:02Z,Cost-sensitive Label Embedding for Multi-label Classification,"Kuan-Hao Huang, Hsuan-Tien Lin",http://arxiv.org/pdf/1603.09048v3,No journal ref found,none,cs.LG,Summary4769,1603.09050v1,2016-03-30T06:21:42Z,Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification,"Nguyen Viet Cuong, Nan Ye, Wee Sun Lee",http://arxiv.org/pdf/1603.09050v1,No journal ref found,none,cs.LG,Summary4770,1603.09260v2,2016-03-30T16:16:57Z,Degrees of Freedom in Deep Neural Networks,"Tianxiang Gao, Vladimir Jojic",http://arxiv.org/pdf/1603.09260v2,No journal ref found,none,cs.LG,Summary4771,1603.09441v1,2016-03-31T02:23:24Z,A Stratified Analysis of Bayesian Optimization Methods,"Ian Dewancker, Michael McCourt, Scott Clark, Patrick Hayes, Alexandra Johnson, George Ke",http://arxiv.org/pdf/1603.09441v1,No journal ref found,none,cs.LG,Summary4772,1604.00653v1,2016-04-03T16:32:01Z,A Characterization of the Non-Uniqueness of Nonnegative Matrix Factorizations,"W. Pan, F. Doshi-Velez",http://arxiv.org/pdf/1604.00653v1,No journal ref found,none,cs.LG,Summary4773,1604.00772v1,2016-04-04T08:16:12Z,The CMA Evolution Strategy: A Tutorial,Nikolaus Hansen,http://arxiv.org/pdf/1604.00772v1,No journal ref found,none,cs.LG,Summary4774,1604.01348v1,2016-04-05T17:53:59Z,Bayesian Optimization with Exponential Convergence,"Kenji Kawaguchi, Leslie Pack Kaelbling, Tomás Lozano-Pérez",http://arxiv.org/pdf/1604.01348v1,No journal ref found,none,stat.ML,Summary4775,1604.01854v2,2016-04-07T02:56:19Z,Building Ensembles of Adaptive Nested Dichotomies with Random-Pair Selection,"Tim Leathart, Bernhard Pfahringer, Eibe Frank",http://arxiv.org/pdf/1604.01854v2,No journal ref found,none,stat.ML,Summary4776,1604.01999v2,2016-04-07T13:52:47Z,Online Optimization of Smoothed Piecewise Constant Functions,"Vincent Cohen-Addad, Varun Kanade",http://arxiv.org/pdf/1604.01999v2,No journal ref found,none,cs.LG,Summary4777,1604.02492v4,2016-04-08T21:56:24Z,Challenges in Bayesian Adaptive Data Analysis,Sam Elder,http://arxiv.org/pdf/1604.02492v4,No journal ref found,none,cs.LG,Summary4778,1604.03278v1,2016-04-12T07:59:55Z,Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data,Rocco De Rosa,http://arxiv.org/pdf/1604.03278v1,No journal ref found,none,stat.ML,Summary4779,1604.03343v1,2016-04-12T11:26:12Z,Loss Bounds and Time Complexity for Speed Priors,"Daniel Filan, Marcus Hutter, Jan Leike",http://arxiv.org/pdf/1604.03343v1,No journal ref found,none,cs.LG,Summary4780,1604.03373v1,2016-04-12T12:31:59Z,A Convex Surrogate Operator for General Non-Modular Loss Functions,"Jiaqian Yu, Matthew Blaschko",http://arxiv.org/pdf/1604.03373v1,No journal ref found,none,stat.ML,Summary4781,1604.03736v1,2016-04-13T12:38:27Z,A Differentiable Transition Between Additive and Multiplicative Neurons,"Wiebke Köpp, Patrick van der Smagt, Sebastian Urban",http://arxiv.org/pdf/1604.03736v1,No journal ref found,none,cs.LG,Summary4782,1604.04182v1,2016-04-14T15:13:06Z,Consistently Estimating Markov Chains with Noisy Aggregate Data,"Garrett Bernstein, Daniel Sheldon",http://arxiv.org/pdf/1604.04182v1,No journal ref found,none,cs.LG,Summary4783,1604.04434v1,2016-04-15T11:21:27Z,Bayesian linear regression with Student-t assumptions,"Chaobing Song, Shu-Tao Xia",http://arxiv.org/pdf/1604.04434v1,No journal ref found,none,cs.LG,Summary4784,1604.04505v1,2016-04-15T13:51:57Z,A short note on extension theorems and their connection to universal consistency in machine learning,"Andreas Christmann, Florian Dumpert, Dao-Hong Xiang",http://arxiv.org/pdf/1604.04505v1,No journal ref found,none,stat.ML,Summary4785,1604.04706v1,2016-04-16T07:26:58Z,DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression,"Parameswaran Raman, Shin Matsushima, Xinhua Zhang, Hyokun Yun, S. V. N. Vishwanathan",http://arxiv.org/pdf/1604.04706v1,No journal ref found,none,cs.LG,Summary4786,1604.04942v3,2016-04-17T23:46:04Z,Global optimization of factor models and dictionary learning using alternating minimization,"Lei Le, Martha White",http://arxiv.org/pdf/1604.04942v3,No journal ref found,none,stat.ML,Summary4787,1604.04960v1,2016-04-18T02:14:07Z,Gaussian Copula Variational Autoencoders for Mixed Data,"Suwon Suh, Seungjin Choi",http://arxiv.org/pdf/1604.04960v1,No journal ref found,none,stat.ML,Summary4788,1604.05263v1,2016-04-18T17:46:23Z,Chained Gaussian Processes,"Alan D. Saul, James Hensman, Aki Vehtari, Neil D. Lawrence",http://arxiv.org/pdf/1604.05263v1,No journal ref found,none,stat.ML,Summary4789,1604.05449v1,2016-04-19T07:12:29Z,Streaming Label Learning for Modeling Labels on the Fly,"Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao",http://arxiv.org/pdf/1604.05449v1,No journal ref found,none,stat.ML,Summary4790,1604.05819v1,2016-04-20T04:59:08Z,Trading-Off Cost of Deployment Versus Accuracy in Learning Predictive Models,"Daniel P. Robinson, Suchi Saria",http://arxiv.org/pdf/1604.05819v1,No journal ref found,none,stat.ML,Summary4791,1604.06498v2,2016-04-21T21:34:34Z,Stabilized Sparse Online Learning for Sparse Data,"Yuting Ma, Tian Zheng",http://arxiv.org/pdf/1604.06498v2,No journal ref found,none,stat.ML,Summary4792,1604.07101v2,2016-04-25T00:38:16Z,Double Thompson Sampling for Dueling Bandits,"Huasen Wu, Xin Liu",http://arxiv.org/pdf/1604.07101v2,No journal ref found,none,cs.LG,Summary4793,1604.07143v1,2016-04-25T06:43:47Z,Neural Random Forests,"Gérard Biau, Erwan Scornet, Johannes Welbl",http://arxiv.org/pdf/1604.07143v1,No journal ref found,none,stat.ML,Summary4794,1604.07356v1,2016-04-25T18:33:59Z,Fast nonlinear embeddings via structured matrices,"Krzysztof Choromanski, Francois Fagan",http://arxiv.org/pdf/1604.07356v1,No journal ref found,none,stat.ML,Summary4795,1604.07484v1,2016-04-26T00:44:42Z,Deep Multi-fidelity Gaussian Processes,"Maziar Raissi, George Karniadakis",http://arxiv.org/pdf/1604.07484v1,No journal ref found,none,cs.LG,Summary4796,1604.07711v2,2016-04-26T15:14:49Z,Condorcets Jury Theorem for Consensus Clustering and its Implications for Diversity,Brijnesh J. Jain,http://arxiv.org/pdf/1604.07711v2,No journal ref found,none,stat.ML,Summary4797,1604.08291v1,2016-04-28T02:37:03Z,Streaming View Learning,"Chang Xu, Dacheng Tao, Chao Xu",http://arxiv.org/pdf/1604.08291v1,No journal ref found,none,stat.ML,Summary4798,1605.00251v1,2016-05-01T13:19:57Z,A vector-contraction inequality for Rademacher complexities,Andreas Maurer,http://arxiv.org/pdf/1605.00251v1,No journal ref found,none,cs.LG,Summary4799,1605.00252v1,2016-05-01T13:35:15Z,Fast Rates with Unbounded Losses,"Peter D. Grünwald, Nishant A. Mehta",http://arxiv.org/pdf/1605.00252v1,No journal ref found,none,cs.LG,Summary4800,1605.00519v1,2016-05-02T15:17:02Z,Linear-time Outlier Detection via Sensitivity,"Mario Lucic, Olivier Bachem, Andreas Krause",http://arxiv.org/pdf/1605.00519v1,No journal ref found,none,stat.ML,Summary4801,1605.00529v1,2016-05-02T15:32:14Z,"Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning","Mario Lucic, Mesrob I. Ohannessian, Amin Karbasi, Andreas Krause",http://arxiv.org/pdf/1605.00529v1,No journal ref found,none,stat.ML,Summary4802,1605.00959v1,2016-05-03T15:54:33Z,Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts,"Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar",http://arxiv.org/pdf/1605.00959v1,No journal ref found,none,cs.LG,Summary4803,1605.01107v1,2016-05-03T22:37:05Z,Decentralized Dynamic Discriminative Dictionary Learning,"Alec Koppel, Garrett Warnell, Ethan Stump, Alejandro Ribeiro",http://arxiv.org/pdf/1605.01107v1,No journal ref found,none,stat.ML,Summary4804,1605.01116v1,2016-05-03T23:46:48Z,An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments,"Thuong Nguyen, Truyen Tran, Shivapratap Gopakumar, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1605.01116v1,No journal ref found,none,stat.ML,Summary4805,1605.01185v1,2016-05-04T08:52:10Z,Linear Bandit algorithms using the Bootstrap,"Nandan Sudarsanam, Balaraman Ravindran",http://arxiv.org/pdf/1605.01185v1,No journal ref found,none,stat.ML,Summary4806,1605.01677v2,2016-05-05T18:08:13Z,"Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm","Junpei Komiyama, Junya Honda, Hiroshi Nakagawa",http://arxiv.org/pdf/1605.01677v2,No journal ref found,none,stat.ML,Summary4807,1605.01749v1,2016-05-05T20:33:38Z,Rank Ordered Autoencoders,Paul Bertens,http://arxiv.org/pdf/1605.01749v1,No journal ref found,none,cs.LG,Summary4808,1605.02470v1,2016-05-09T08:36:55Z,Randomized Kaczmarz for Rank Aggregation from Pairwise Comparisons,"Vivek S. Borkar, Nikhil Karamchandani, Sharad Mirani",http://arxiv.org/pdf/1605.02470v1,No journal ref found,none,cs.LG,Summary4809,1605.02832v1,2016-05-10T03:06:23Z,Decoding Stacked Denoising Autoencoders,"Sho Sonoda, Noboru Murata",http://arxiv.org/pdf/1605.02832v1,No journal ref found,none,cs.LG,Summary4810,1605.02887v1,2016-05-10T08:18:24Z,Learning theory estimates with observations from general stationary stochastic processes,"Hanyuan Hang, Yunlong Feng, Ingo Steinwart, Johan A. K. Suykens",http://arxiv.org/pdf/1605.02887v1,No journal ref found,none,stat.ML,Summary4811,1605.02989v1,2016-05-10T13:01:37Z,An efficient K-means algorithm for Massive Data,"Marco Capó, Aritz Pérez, José Antonio Lozano",http://arxiv.org/pdf/1605.02989v1,No journal ref found,none,stat.ML,Summary4812,1605.03391v1,2016-05-11T11:48:05Z,Random forests for survival analysis using maximally selected rank statistics,"Marvin N. Wright, Theresa Dankowski, Andreas Ziegler",http://arxiv.org/pdf/1605.03391v1,No journal ref found,none,stat.ML,Summary4813,1605.03468v4,2016-05-11T14:54:44Z,A constrained L1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models,"Beilun Wang, Ritambhara Singh, Yanjun Qi",http://arxiv.org/pdf/1605.03468v4,No journal ref found,none,cs.LG,Summary4814,1605.03631v2,2016-05-11T22:25:07Z,EEF: Exponentially Embedded Families with Class-Specific Features for Classification,"Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss",http://arxiv.org/pdf/1605.03631v2,No journal ref found,none,stat.ML,Summary4815,1605.03795v2,2016-05-12T13:08:11Z,Exponential Machines,"Alexander Novikov, Mikhail Trofimov, Ivan Oseledets",http://arxiv.org/pdf/1605.03795v2,No journal ref found,none,stat.ML,Summary4816,1605.03805v2,2016-05-12T13:29:45Z,Detecting Relative Anomaly,"Richard Neuberg, Yixin Shi",http://arxiv.org/pdf/1605.03805v2,No journal ref found,none,stat.ML,Summary4817,1605.03843v1,2016-05-11T19:49:57Z,Asymptotic sequential Rademacher complexity of a finite function class,Dmitry B. Rokhlin,http://arxiv.org/pdf/1605.03843v1,No journal ref found,none,cs.LG,Summary4818,1605.03848v1,2016-05-12T14:59:42Z,Context-dependent feature analysis with random forests,"Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts",http://arxiv.org/pdf/1605.03848v1,No journal ref found,none,stat.ML,Summary4819,1605.04034v1,2016-05-13T02:49:43Z,Transfer Hashing with Privileged Information,"Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh",http://arxiv.org/pdf/1605.04034v1,No journal ref found,none,cs.LG,Summary4820,1605.04337v1,2016-05-13T21:33:45Z,Support Vector Algorithms for Optimizing the Partial Area Under the ROC Curve,"Harikrishna Narasimhan, Shivani Agarwal",http://arxiv.org/pdf/1605.04337v1,No journal ref found,none,cs.LG,Summary4821,1605.05799v1,2016-05-19T03:19:31Z,Recurrent Exponential-Family Harmoniums without Backprop-Through-Time,"Joseph G. Makin, Benjamin K. Dichter, Philip N. Sabes",http://arxiv.org/pdf/1605.05799v1,No journal ref found,none,cs.LG,Summary4822,1605.06220v1,2016-05-20T06:26:38Z,Convergence of Contrastive Divergence with Annealed Learning Rate in Exponential Family,"Bai Jiang, Tung-yu Wu, Wing H. Wong",http://arxiv.org/pdf/1605.06220v1,No journal ref found,none,stat.ML,Summary4823,1605.06276v2,2016-05-20T10:25:47Z,Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning,"A. N. Gorban, E. M. Mirkes, A. Zinovyev",http://arxiv.org/pdf/1605.06276v2,"Neural Networks, Volume 84, December 2016, 28-38",none,cs.LG,Summary4824,1605.06336v1,2016-05-20T12:59:22Z,Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA,"Aapo Hyvarinen, Hiroshi Morioka",http://arxiv.org/pdf/1605.06336v1,No journal ref found,none,stat.ML,Summary4825,1605.06443v2,2016-05-20T17:21:17Z,Structured Prediction Theory Based on Factor Graph Complexity,"Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang",http://arxiv.org/pdf/1605.06443v2,No journal ref found,none,stat.ML,Summary4826,1605.06636v1,2016-05-21T12:56:14Z,Deep Transfer Learning with Joint Adaptation Networks,"Mingsheng Long, Jianmin Wang, Michael I. Jordan",http://arxiv.org/pdf/1605.06636v1,No journal ref found,none,cs.LG,Summary4827,1605.06711v1,2016-05-21T23:51:02Z,Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering,"Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos",http://arxiv.org/pdf/1605.06711v1,No journal ref found,none,cs.LG,Summary4828,1605.06715v1,2016-05-22T00:17:31Z,Factored Temporal Sigmoid Belief Networks for Sequence Learning,"Jiaming Song, Zhe Gan, Lawrence Carin",http://arxiv.org/pdf/1605.06715v1,No journal ref found,none,stat.ML,Summary4829,1605.06796v2,2016-05-22T14:10:13Z,Interpretable Distribution Features with Maximum Testing Power,"Wittawat Jitkrittum, Zoltan Szabo, Kacper Chwialkowski, Arthur Gretton",http://arxiv.org/pdf/1605.06796v2,No journal ref found,none,stat.ML,Summary4830,1605.07018v1,2016-05-23T14:07:43Z,Online Learning with Feedback Graphs Without the Graphs,"Alon Cohen, Tamir Hazan, Tomer Koren",http://arxiv.org/pdf/1605.07018v1,No journal ref found,none,cs.LG,Summary4831,1605.07051v2,2016-05-23T15:14:09Z,Convergence Analysis for Rectangular Matrix Completion Using Burer-Monteiro Factorization and Gradient Descent,"Qinqing Zheng, John Lafferty",http://arxiv.org/pdf/1605.07051v2,No journal ref found,none,stat.ML,Summary4832,1605.07066v2,2016-05-23T15:53:51Z,A Unifying Framework for Sparse Gaussian Process Approximation using Power Expectation Propagation,"Thang D. Bui, Josiah Yan, Richard E. Turner",http://arxiv.org/pdf/1605.07066v2,No journal ref found,none,stat.ML,Summary4833,1605.07078v2,2016-05-23T16:26:59Z,Learning Sensor Multiplexing Design through Back-propagation,Ayan Chakrabarti,http://arxiv.org/pdf/1605.07078v2,No journal ref found,none,cs.LG,Summary4834,1605.07127v2,2016-05-23T18:28:15Z,Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks,"Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft",http://arxiv.org/pdf/1605.07127v2,No journal ref found,none,stat.ML,Summary4835,1605.07139v2,2016-05-23T18:58:24Z,Fairness in Learning: Classic and Contextual Bandits,"Matthew Joseph, Michael Kearns, Jamie Morgenstern, Aaron Roth",http://arxiv.org/pdf/1605.07139v2,No journal ref found,none,cs.LG,Summary4836,1605.07144v2,2016-05-23T19:21:35Z,Actively Learning Hemimetrics with Applications to Eliciting User Preferences,"Adish Singla, Sebastian Tschiatschek, Andreas Krause",http://arxiv.org/pdf/1605.07144v2,No journal ref found,none,stat.ML,Summary4837,1605.07174v1,2016-05-23T19:47:18Z,Kernel-based Reconstruction of Graph Signals,"Daniel Romero, Meng Ma, Georgios B. Giannakis",http://arxiv.org/pdf/1605.07174v1,No journal ref found,none,stat.ML,Summary4838,1605.07252v3,2016-05-24T01:36:48Z,Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models,"Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov, Michael Chertkov",http://arxiv.org/pdf/1605.07252v3,No journal ref found,none,cs.LG,Summary4839,1605.07571v2,2016-05-24T18:23:58Z,Sequential Neural Models with Stochastic Layers,"Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther",http://arxiv.org/pdf/1605.07571v2,No journal ref found,none,stat.ML,Summary4840,1605.07588v2,2016-05-24T19:06:43Z,A Consistent Regularization Approach for Structured Prediction,"Carlo Ciliberto, Alessandro Rudi, Lorenzo Rosasco",http://arxiv.org/pdf/1605.07588v2,No journal ref found,none,cs.LG,Summary4841,1605.07717v2,2016-05-25T03:40:18Z,Deep Structured Energy Based Models for Anomaly Detection,"Shuangfei Zhai, Yu Cheng, Weining Lu, Zhongfei Zhang",http://arxiv.org/pdf/1605.07717v2,No journal ref found,none,cs.LG,Summary4842,1605.07719v2,2016-05-25T03:45:44Z,Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations,"Huishuai Zhang, Yi Zhou, Yingbin Liang, Yuejie Chi",http://arxiv.org/pdf/1605.07719v2,No journal ref found,none,stat.ML,Summary4843,1605.07725v2,2016-05-25T04:25:45Z,Adversarial Training Methods for Semi-Supervised Text Classification,"Takeru Miyato, Andrew M. Dai, Ian Goodfellow",http://arxiv.org/pdf/1605.07725v2,No journal ref found,none,stat.ML,Summary4844,1605.07991v1,2016-05-25T18:15:43Z,Efficient Distributed Learning with Sparsity,"Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang",http://arxiv.org/pdf/1605.07991v1,No journal ref found,none,stat.ML,Summary4845,1605.08174v2,2016-05-26T07:26:25Z,Adiabatic Persistent Contrastive Divergence Learning,"Hyeryung Jang, Hyungwon Choi, Yung Yi, Jinwoo Shin",http://arxiv.org/pdf/1605.08174v2,No journal ref found,none,cs.LG,Summary4846,1605.08233v2,2016-05-26T11:30:45Z,Stochastic Variance Reduced Riemannian Eigensolver,"Zhiqiang Xu, Yiping Ke",http://arxiv.org/pdf/1605.08233v2,No journal ref found,none,cs.LG,Summary4847,1605.08375v1,2016-05-26T17:37:51Z,Generalization Properties and Implicit Regularization for Multiple Passes SGM,"Junhong Lin, Raffaello Camoriano, Lorenzo Rosasco",http://arxiv.org/pdf/1605.08375v1,No journal ref found,none,cs.LG,Summary4848,1605.08491v1,2016-05-27T02:18:43Z,Provable Algorithms for Inference in Topic Models,"Sanjeev Arora, Rong Ge, Frederic Koehler, Tengyu Ma, Ankur Moitra",http://arxiv.org/pdf/1605.08491v1,No journal ref found,none,cs.LG,Summary4849,1605.08501v1,2016-05-27T03:28:41Z,Local Region Sparse Learning for Image-on-Scalar Regression,"Yao Chen, Xiao Wang, Linglong Kong, Hongtu Zhu",http://arxiv.org/pdf/1605.08501v1,No journal ref found,none,stat.ML,Summary4850,1605.08618v1,2016-05-27T13:00:31Z,Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions,"Christian Gruhl, Bernhard Sick",http://arxiv.org/pdf/1605.08618v1,No journal ref found,none,cs.LG,Summary4851,1605.08636v4,2016-05-27T13:41:33Z,PAC-Bayesian Theory Meets Bayesian Inference,"Pascal Germain, Francis Bach, Alexandre Lacoste, Simon Lacoste-Julien",http://arxiv.org/pdf/1605.08636v4,"Advances in Neural Information Processing Systems 29 (NIPS 2016), p. 1884-1892",none,stat.ML,Summary4852,1605.08671v1,2016-05-27T14:35:29Z,An optimal algorithm for the Thresholding Bandit Problem,"Andrea Locatelli, Maurilio Gutzeit, Alexandra Carpentier",http://arxiv.org/pdf/1605.08671v1,No journal ref found,none,stat.ML,Summary4853,1605.08798v2,2016-05-27T20:44:28Z,Asymptotic Analysis of Objectives based on Fisher Information in Active Learning,"Jamshid Sourati, Murat Akcakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy",http://arxiv.org/pdf/1605.08798v2,No journal ref found,none,stat.ML,Summary4854,1605.08833v1,2016-05-28T02:39:24Z,Muffled Semi-Supervised Learning,"Akshay Balsubramani, Yoav Freund",http://arxiv.org/pdf/1605.08833v1,No journal ref found,none,cs.LG,Summary4855,1605.09004v1,2016-05-29T13:59:48Z,Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem,"Alexandra Carpentier, Andrea Locatelli",http://arxiv.org/pdf/1605.09004v1,No journal ref found,none,stat.ML,Summary4856,1605.09046v2,2016-05-29T19:07:09Z,TripleSpin - a generic compact paradigm for fast machine learning computations,"Krzysztof Choromanski, Francois Fagan, Cedric Gouy-Pailler, Anne Morvan, Tamas Sarlos, Jamal Atif",http://arxiv.org/pdf/1605.09046v2,No journal ref found,none,cs.LG,Summary4857,1605.09068v2,2016-05-29T21:50:25Z,A budget-constrained inverse classification framework for smooth classifiers,"Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson",http://arxiv.org/pdf/1605.09068v2,No journal ref found,none,cs.LG,Summary4858,1605.09080v5,2016-05-30T00:32:11Z,Spectral Methods for Correlated Topic Models,"Forough Arabshahi, Animashree Anandkumar",http://arxiv.org/pdf/1605.09080v5,No journal ref found,none,cs.LG,Summary4859,1605.09196v3,2016-05-30T12:24:08Z,Forest Floor Visualizations of Random Forests,"Soeren H. Welling, Hanne H. F. Refsgaard, Per B. Brockhoff, Line H. Clemmensen",http://arxiv.org/pdf/1605.09196v3,No journal ref found,none,stat.ML,Summary4860,1605.09522v3,2016-05-31T08:23:33Z,Kernel Mean Embedding of Distributions: A Review and Beyond,"Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur, Bernhard Schölkopf",http://arxiv.org/pdf/1605.09522v3,No journal ref found,none,stat.ML,Summary4861,1606.00136v1,2016-06-01T06:56:17Z,Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization,"Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi",http://arxiv.org/pdf/1606.00136v1,No journal ref found,none,stat.ML,Summary4862,1606.00398v1,2016-06-01T18:57:54Z,Short Communication on QUIST: A Quick Clustering Algorithm,Sherenaz W. Al-Haj Baddar,http://arxiv.org/pdf/1606.00398v1,No journal ref found,none,cs.LG,Summary4863,1606.00704v3,2016-06-02T14:43:37Z,Adversarially Learned Inference,"Vincent Dumoulin, Ishmael Belghazi, Ben Poole, Olivier Mastropietro, Alex Lamb, Martin Arjovsky, Aaron Courville",http://arxiv.org/pdf/1606.00704v3,No journal ref found,none,stat.ML,Summary4864,1606.00720v1,2016-06-02T15:26:53Z,Differentially Private Gaussian Processes,"Michael Thomas Smith, Max Zwiessele, Neil D. Lawrence",http://arxiv.org/pdf/1606.00720v1,No journal ref found,none,stat.ML,Summary4865,1606.00856v1,2016-06-02T20:23:00Z,Sequential Principal Curves Analysis,"Valero Laparra, Jesus Malo",http://arxiv.org/pdf/1606.00856v1,No journal ref found,none,stat.ML,Summary4866,1606.00925v1,2016-06-02T22:40:59Z,Convolutional Imputation of Matrix Network,"Qingyun Sun, Mengyuan Yan, Stephen Boyd",http://arxiv.org/pdf/1606.00925v1,No journal ref found,none,cs.LG,Summary4867,1606.00985v1,2016-06-03T07:09:26Z,A Graph-Based Semi-Supervised k Nearest-Neighbor Method for Nonlinear Manifold Distributed Data Classification,"Enmei Tu, Yaqian Zhang, Lin Zhu, Jie Yang, Nikola Kasabov",http://arxiv.org/pdf/1606.00985v1,No journal ref found,none,cs.LG,Summary4868,1606.01141v3,2016-06-03T15:32:27Z,On Valid Optimal Assignment Kernels and Applications to Graph Classification,"Nils M. Kriege, Pierre-Louis Giscard, Richard C. Wilson",http://arxiv.org/pdf/1606.01141v3,No journal ref found,none,cs.LG,Summary4869,1606.01160v1,2016-06-03T16:09:32Z,Robust Ensemble Clustering Using Probability Trajectories,"Dong Huang, Jian-Huang Lai, Chang-Dong Wang",http://arxiv.org/pdf/1606.01160v1,"IEEE Transactions on Knowledge and Data Engineering, 2016, vol.28, no.5, pp.1312-1326",none,stat.ML,Summary4870,1606.01487v1,2016-06-05T09:59:32Z,Bounds for Vector-Valued Function Estimation,"Andreas Maurer, Massimiliano Pontil",http://arxiv.org/pdf/1606.01487v1,No journal ref found,none,stat.ML,Summary4871,1606.01583v2,2016-06-05T23:42:19Z,Semi-Supervised Learning with Generative Adversarial Networks,Augustus Odena,http://arxiv.org/pdf/1606.01583v2,No journal ref found,none,stat.ML,Summary4872,1606.02077v1,2016-06-07T10:00:30Z,Regret Bounds for Non-decomposable Metrics with Missing Labels,"Prateek Jain, Nagarajan Natarajan",http://arxiv.org/pdf/1606.02077v1,No journal ref found,none,cs.LG,Summary4873,1606.02185v1,2016-06-07T15:36:39Z,Towards a Neural Statistician,"Harrison Edwards, Amos Storkey",http://arxiv.org/pdf/1606.02185v1,No journal ref found,none,stat.ML,Summary4874,1606.02404v2,2016-06-08T05:28:14Z,Clustering with Same-Cluster Queries,"Hassan Ashtiani, Shrinu Kushagra, Shai Ben-David",http://arxiv.org/pdf/1606.02404v2,No journal ref found,none,cs.LG,Summary4875,1606.02827v1,2016-06-09T05:19:23Z,Variational Information Maximization for Feature Selection,"Shuyang Gao, Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1606.02827v1,No journal ref found,none,stat.ML,Summary4876,1606.02838v1,2016-06-09T06:59:19Z,Sketching for Large-Scale Learning of Mixture Models,"Nicolas Keriven, Anthony Bourrier, Rémi Gribonval, Patrick Pérez",http://arxiv.org/pdf/1606.02838v1,No journal ref found,none,cs.LG,Summary4877,1606.03203v1,2016-06-10T06:19:32Z,Causal Bandits: Learning Good Interventions via Causal Inference,"Finnian Lattimore, Tor Lattimore, Mark D. Reid",http://arxiv.org/pdf/1606.03203v1,No journal ref found,none,stat.ML,Summary4878,1606.03439v1,2016-06-10T19:42:57Z,Deep Directed Generative Models with Energy-Based Probability Estimation,"Taesup Kim, Yoshua Bengio",http://arxiv.org/pdf/1606.03439v1,No journal ref found,none,cs.LG,Summary4879,1606.03657v1,2016-06-12T02:14:31Z,InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets,"Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel",http://arxiv.org/pdf/1606.03657v1,No journal ref found,none,cs.LG,Summary4880,1606.03672v1,2016-06-12T07:05:22Z,Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples,"Ashkan Esmaeili, Farokh Marvasti",http://arxiv.org/pdf/1606.03672v1,No journal ref found,none,cs.LG,Summary4881,1606.03685v1,2016-06-12T08:59:45Z,Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective,"Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis",http://arxiv.org/pdf/1606.03685v1,No journal ref found,none,cs.LG,Summary4882,1606.03802v2,2016-06-13T03:46:17Z,Specialized Support Vector Machines for open-set recognition,"Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha",http://arxiv.org/pdf/1606.03802v2,No journal ref found,none,cs.LG,Summary4883,1606.04080v1,2016-06-13T19:34:22Z,Matching Networks for One Shot Learning,"Oriol Vinyals, Charles Blundell, Timothy Lillicrap, Koray Kavukcuoglu, Daan Wierstra",http://arxiv.org/pdf/1606.04080v1,No journal ref found,none,cs.LG,Summary4884,1606.04160v1,2016-06-13T22:27:36Z,The Crossover Process: Learnability meets Protection from Inference Attacks,"Richard Nock, Giorgio Patrini, Finnian Lattimore, Tiberio Caetano",http://arxiv.org/pdf/1606.04160v1,No journal ref found,none,cs.LG,Summary4885,1606.04166v1,2016-06-13T22:44:39Z,Modal-set estimation with an application to clustering,"Heinrich Jiang, Samory Kpotufe",http://arxiv.org/pdf/1606.04166v1,No journal ref found,none,stat.ML,Summary4886,1606.04268v1,2016-06-14T09:18:46Z,Local Canonical Correlation Analysis for Nonlinear Common Variables Discovery,"Or Yair, Ronen Talmon",http://arxiv.org/pdf/1606.04268v1,No journal ref found,none,cs.LG,Summary4887,1606.04316v2,2016-06-14T11:35:35Z,Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis,"Alessio Benavoli, Giorgio Corani, Janez Demsar, Marco Zaffalon",http://arxiv.org/pdf/1606.04316v2,No journal ref found,none,stat.ML,Summary4888,1606.04443v2,2016-06-14T16:31:14Z,A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification,"Steven Cheng-Xian Li, Benjamin Marlin",http://arxiv.org/pdf/1606.04443v2,No journal ref found,none,stat.ML,Summary4889,1606.04449v2,2016-06-14T16:40:38Z,Recurrent neural network training with preconditioned stochastic gradient descent,Xi-Lin Li,http://arxiv.org/pdf/1606.04449v2,No journal ref found,none,stat.ML,Summary4890,1606.04618v1,2016-06-15T02:03:05Z,Masking Strategies for Image Manifolds,"Hamid Dadkhahi, Marco F. Duarte",http://arxiv.org/pdf/1606.04618v1,No journal ref found,none,stat.ML,Summary4891,1606.04934v2,2016-06-15T19:46:36Z,Improving Variational Inference with Inverse Autoregressive Flow,"Diederik P. Kingma, Tim Salimans, Rafal Jozefowicz, Xi Chen, Ilya Sutskever, Max Welling",http://arxiv.org/pdf/1606.04934v2,No journal ref found,none,cs.LG,Summary4892,1606.04988v2,2016-06-15T21:27:43Z,Logarithmic Time One-Against-Some,"Hal Daume III, Nikos Karampatziakis, John Langford, Paul Mineiro",http://arxiv.org/pdf/1606.04988v2,No journal ref found,none,stat.ML,Summary4893,1606.05027v2,2016-06-16T01:55:33Z,Learning Optimal Interventions,"Jonas Mueller, David N. Reshef, George Du, Tommi Jaakkola",http://arxiv.org/pdf/1606.05027v2,No journal ref found,none,stat.ML,Summary4894,1606.05060v1,2016-06-16T05:56:36Z,Pruning Random Forests for Prediction on a Budget,"Feng Nan, Joseph Wang, Venkatesh Saligrama",http://arxiv.org/pdf/1606.05060v1,No journal ref found,none,stat.ML,Summary4895,1606.05325v1,2016-06-16T19:36:51Z,ACDC: $α$-Carving Decision Chain for Risk Stratification,"Yubin Park, Joyce Ho, Joydeep Ghosh",http://arxiv.org/pdf/1606.05325v1,No journal ref found,none,stat.ML,Summary4896,1606.05386v1,2016-06-16T23:39:41Z,Model-Agnostic Interpretability of Machine Learning,"Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin",http://arxiv.org/pdf/1606.05386v1,No journal ref found,none,stat.ML,Summary4897,1606.05572v1,2016-06-17T15:58:24Z,Learning Interpretable Musical Compositional Rules and Traces,"Haizi Yu, Lav R. Varshney, Guy E. Garnett, Ranjitha Kumar",http://arxiv.org/pdf/1606.05572v1,No journal ref found,none,stat.ML,Summary4898,1606.05596v1,2016-06-17T17:31:51Z,Ground Truth Bias in External Cluster Validity Indices,"Yang Lei, James C. Bezdek, Simone Romano, Nguyen Xuan Vinh, Jeffrey Chan, James Bailey",http://arxiv.org/pdf/1606.05596v1,No journal ref found,none,stat.ML,Summary4899,1606.05685v2,2016-06-17T21:56:43Z,Using Visual Analytics to Interpret Predictive Machine Learning Models,"Josua Krause, Adam Perer, Enrico Bertini",http://arxiv.org/pdf/1606.05685v2,No journal ref found,none,stat.ML,Summary4900,1606.05693v1,2016-06-17T22:31:01Z,Structured Stochastic Linear Bandits,"Nicholas Johnson, Vidyashankar Sivakumar, Arindam Banerjee",http://arxiv.org/pdf/1606.05693v1,No journal ref found,none,stat.ML,Summary4901,1606.05798v1,2016-06-18T19:37:26Z,Interpretable Two-level Boolean Rule Learning for Classification,"Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov",http://arxiv.org/pdf/1606.05798v1,No journal ref found,none,stat.ML,Summary4902,1606.05819v1,2016-06-19T01:37:01Z,Building an Interpretable Recommender via Loss-Preserving Transformation,"Amit Dhurandhar, Sechan Oh, Marek Petrik",http://arxiv.org/pdf/1606.05819v1,No journal ref found,none,stat.ML,Summary4903,1606.05896v1,2016-06-19T18:07:15Z,Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation,"Akash Srivastava, James Zou, Ryan P. Adams, Charles Sutton",http://arxiv.org/pdf/1606.05896v1,No journal ref found,none,stat.ML,Summary4904,1606.05908v2,2016-06-19T21:02:30Z,Tutorial on Variational Autoencoders,Carl Doersch,http://arxiv.org/pdf/1606.05908v2,No journal ref found,none,stat.ML,Summary4905,1606.06237v4,2016-06-20T18:30:10Z,Online and Differentially-Private Tensor Decomposition,"Yining Wang, Animashree Anandkumar",http://arxiv.org/pdf/1606.06237v4,No journal ref found,none,stat.ML,Summary4906,1606.06250v1,2016-06-20T18:59:34Z,An Empirical Comparison of Sampling Quality Metrics: A Case Study for Bayesian Nonnegative Matrix Factorization,"Arjumand Masood, Weiwei Pan, Finale Doshi-Velez",http://arxiv.org/pdf/1606.06250v1,No journal ref found,none,cs.LG,Summary4907,1606.06366v1,2016-06-20T23:58:13Z,FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization,"Bo Tang, Haibo He",http://arxiv.org/pdf/1606.06366v1,No journal ref found,none,stat.ML,Summary4908,1606.06377v1,2016-06-21T00:45:35Z,Kernel-based Generative Learning in Distortion Feature Space,"Bo Tang, Paul M. Baggenstoss, Haibo He",http://arxiv.org/pdf/1606.06377v1,No journal ref found,none,stat.ML,Summary4909,1606.07081v1,2016-06-22T20:06:10Z,Finite Sample Prediction and Recovery Bounds for Ordinal Embedding,"Lalit Jain, Kevin Jamieson, Robert Nowak",http://arxiv.org/pdf/1606.07081v1,No journal ref found,none,stat.ML,Summary4910,1606.07112v1,2016-06-22T21:18:50Z,Visualizing Dynamics: from t-SNE to SEMI-MDPs,"Nir Ben Zrihem, Tom Zahavy, Shie Mannor",http://arxiv.org/pdf/1606.07112v1,No journal ref found,none,stat.ML,Summary4911,1606.07129v1,2016-06-22T22:24:30Z,Explainable Restricted Boltzmann Machines for Collaborative Filtering,"Behnoush Abdollahi, Olfa Nasraoui",http://arxiv.org/pdf/1606.07129v1,No journal ref found,none,stat.ML,Summary4912,1606.07163v1,2016-06-23T02:08:58Z,Interpretable Machine Learning Models for the Digital Clock Drawing Test,"William Souillard-Mandar, Randall Davis, Cynthia Rudin, Rhoda Au, Dana Penney",http://arxiv.org/pdf/1606.07163v1,No journal ref found,none,stat.ML,Summary4913,1606.07251v1,2016-06-23T09:53:30Z,Algorithmic Composition of Melodies with Deep Recurrent Neural Networks,"Florian Colombo, Samuel P. Muscinelli, Alexander Seeholzer, Johanni Brea, Wulfram Gerstner",http://arxiv.org/pdf/1606.07251v1,No journal ref found,none,stat.ML,Summary4914,1606.07279v1,2016-06-23T12:05:23Z,Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions,"Devis Tuia, Rémi Flamary, Nicolas Courty",http://arxiv.org/pdf/1606.07279v1,"ISPRS Journal of Photogrammetry and Remote Sensing, Volume 105, July 2015, Pages 272-285",none,stat.ML,Summary4915,1606.07289v1,2016-06-23T12:36:01Z,Non-convex regularization in remote sensing,"Devis Tuia, Remi Flamary, Michel Barlaud",http://arxiv.org/pdf/1606.07289v1,"Geoscience and Remote Sensing, IEEE Transactions on, 2016",none,stat.ML,Summary4916,1606.07365v1,2016-06-23T16:23:35Z,Parallel SGD: When does averaging help?,"Jian Zhang, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré",http://arxiv.org/pdf/1606.07365v1,No journal ref found,none,stat.ML,Summary4917,1606.07578v1,2016-06-24T06:34:17Z,Regression Trees and Random forest based feature selection for malaria risk exposure prediction,Bienvenue Kouwayè,http://arxiv.org/pdf/1606.07578v1,No journal ref found,none,stat.ML,Summary4918,1606.07636v2,2016-06-24T10:54:41Z,Should one minimize the Bellman residual or maximize the mean value?,"Matthieu Geist, Bilal Piot, Olivier Pietquin",http://arxiv.org/pdf/1606.07636v2,No journal ref found,none,cs.LG,Summary4919,1606.08009v2,2016-06-26T08:27:45Z,Fast Methods for Recovering Sparse Parameters in Linear Low Rank Models,"Ashkan Esmaeili, Arash Amini, Farokh Marvasti",http://arxiv.org/pdf/1606.08009v2,No journal ref found,none,cs.LG,Summary4920,1606.08561v2,2016-06-28T05:29:25Z,Estimating the class prior and posterior from noisy positives and unlabeled data,"Shantanu Jain, Martha White, Predrag Radivojac",http://arxiv.org/pdf/1606.08561v2,No journal ref found,none,stat.ML,Summary4921,1606.08658v2,2016-06-28T11:37:45Z,Unsupervised Relational Representation Learning via Clustering: Preliminary Results,"Sebastijan Dumancic, Hendrik Blockeel",http://arxiv.org/pdf/1606.08658v2,No journal ref found,none,stat.ML,Summary4922,1606.08819v1,2016-06-28T18:32:43Z,Multi-View Kernel Consensus For Data Analysis and Signal Processing,"Moshe Salhov, Ofir Lindenbaum, Avi Silberschatz, Yoel Shkolnisky, Amir Averbuch",http://arxiv.org/pdf/1606.08819v1,No journal ref found,none,cs.LG,Summary4923,1606.09190v1,2016-06-29T17:20:39Z,A Semi-Definite Programming approach to low dimensional embedding for unsupervised clustering,"Stéphane Chrétien, Clément Dombry, Adrien Faivre",http://arxiv.org/pdf/1606.09190v1,No journal ref found,none,stat.ML,Summary4924,1606.09202v2,2016-06-29T18:01:15Z,Tighter bounds lead to improved classifiers,Nicolas Le Roux,http://arxiv.org/pdf/1606.09202v2,No journal ref found,none,cs.LG,Summary4925,1606.09375v3,2016-06-30T07:42:13Z,Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering,"Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst",http://arxiv.org/pdf/1606.09375v3,Advances in Neural Information Processing Systems 29 (2016),none,cs.LG,Summary4926,1606.09388v1,2016-06-30T08:30:57Z,Asymptotically Optimal Algorithms for Multiple Play Bandits with Partial Feedback,"Alexander Luedtke, Emilie Kaufmann, Antoine Chambaz",http://arxiv.org/pdf/1606.09388v1,No journal ref found,none,stat.ML,Summary4927,1606.09458v1,2016-06-30T12:24:04Z,Vote-boosting ensembles,"Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez",http://arxiv.org/pdf/1606.09458v1,No journal ref found,none,cs.LG,Summary4928,1606.09517v1,2016-06-30T14:44:26Z,A Model Explanation System: Latest Updates and Extensions,Ryan Turner,http://arxiv.org/pdf/1606.09517v1,No journal ref found,none,stat.ML,Summary4929,1607.00034v1,2016-06-30T20:40:24Z,Ballpark Learning: Estimating Labels from Rough Group Comparisons,"Tom Hope, Dafna Shahaf",http://arxiv.org/pdf/1607.00034v1,No journal ref found,none,stat.ML,Summary4930,1607.00067v1,2016-06-30T22:25:20Z,Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model,"Fariba Yousefi, Zhenwen Dai, Carl Henrik Ek, Neil Lawrence",http://arxiv.org/pdf/1607.00067v1,No journal ref found,none,cs.LG,Summary4931,1607.00110v1,2016-07-01T05:21:15Z,Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values,"Iman Alodah, Jennifer Neville",http://arxiv.org/pdf/1607.00110v1,No journal ref found,none,cs.LG,Summary4932,1607.00146v1,2016-07-01T08:17:27Z,Efficient and Consistent Robust Time Series Analysis,"Kush Bhatia, Prateek Jain, Parameswaran Kamalaruban, Purushottam Kar",http://arxiv.org/pdf/1607.00146v1,No journal ref found,none,cs.LG,Summary4933,1607.00360v1,2016-07-01T19:27:28Z,A scaled Bregman theorem with applications,"Richard Nock, Aditya Krishna Menon, Cheng Soon Ong",http://arxiv.org/pdf/1607.00360v1,No journal ref found,none,cs.LG,Summary4934,1607.00485v1,2016-07-02T09:55:26Z,Group Sparse Regularization for Deep Neural Networks,"Simone Scardapane, Danilo Comminiello, Amir Hussain, Aurelio Uncini",http://arxiv.org/pdf/1607.00485v1,No journal ref found,none,stat.ML,Summary4935,1607.00567v2,2016-07-02T22:20:59Z,Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised Algorithm,"Yury Maximov, Massih-Reza Amini, Zaid Harchaoui",http://arxiv.org/pdf/1607.00567v2,No journal ref found,none,stat.ML,Summary4936,1607.00669v3,2016-07-03T18:54:25Z,Understanding the Energy and Precision Requirements for Online Learning,"Charbel Sakr, Ameya Patil, Sai Zhang, Yongjune Kim, Naresh Shanbhag",http://arxiv.org/pdf/1607.00669v3,No journal ref found,none,stat.ML,Summary4937,1607.01152v1,2016-07-05T08:58:44Z,How to Evaluate the Quality of Unsupervised Anomaly Detection Algorithms?,Nicolas Goix,http://arxiv.org/pdf/1607.01152v1,No journal ref found,none,stat.ML,Summary4938,1607.01354v1,2016-03-22T18:46:13Z,Learning Discriminative Features using Encoder-Decoder type Deep Neural Nets,"Vishwajeet Singh, Killamsetti Ravi Kumar, K Eswaran",http://arxiv.org/pdf/1607.01354v1,No journal ref found,none,cs.LG,Summary4939,1607.01400v1,2016-07-05T20:04:57Z,An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning,"Young Woong Park, Diego Klabjan",http://arxiv.org/pdf/1607.01400v1,Machine Learning 105 (2016) 199 - 232,none,stat.ML,Summary4940,1607.01417v2,2016-07-05T21:04:08Z,Algorithms for Generalized Cluster-wise Linear Regression,"Young Woong Park, Yan Jiang, Diego Klabjan, Loren Williams",http://arxiv.org/pdf/1607.01417v2,No journal ref found,none,stat.ML,Summary4941,1607.01462v1,2016-07-06T02:34:21Z,An optimal learning method for developing personalized treatment regimes,"Yingfei Wang, Warren Powell",http://arxiv.org/pdf/1607.01462v1,No journal ref found,none,stat.ML,Summary4942,1607.01668v2,2016-07-06T15:22:31Z,Tensor Decomposition for Signal Processing and Machine Learning,"Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos",http://arxiv.org/pdf/1607.01668v2,No journal ref found,none,stat.ML,Summary4943,1607.01981v2,2016-07-07T12:12:11Z,Nesterovs Accelerated Gradient and Momentum as approximations to Regularised Update Descent,"Aleksandar Botev, Guy Lever, David Barber",http://arxiv.org/pdf/1607.01981v2,No journal ref found,none,stat.ML,Summary4944,1607.02024v2,2016-07-07T14:06:06Z,Mini-Batch Spectral Clustering,"Yufei Han, Maurizio Filippone",http://arxiv.org/pdf/1607.02024v2,No journal ref found,none,stat.ML,Summary4945,1607.02531v2,2016-07-08T21:07:54Z,Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016),"Been Kim, Dmitry M. Malioutov, Kush R. Varshney",http://arxiv.org/pdf/1607.02531v2,No journal ref found,none,stat.ML,Summary4946,1607.03050v1,2016-07-11T17:29:19Z,Learning a metric for class-conditional KNN,"Daniel Jiwoong Im, Graham W. Taylor",http://arxiv.org/pdf/1607.03050v1,No journal ref found,none,cs.LG,Summary4947,1607.03204v1,2016-07-12T00:11:59Z,Information Projection and Approximate Inference for Structured Sparse Variables,"Rajiv Khanna, Joydeep Ghosh, Russell Poldrack, Oluwasanmi Koyejo",http://arxiv.org/pdf/1607.03204v1,No journal ref found,none,stat.ML,Summary4948,1607.03313v1,2016-07-12T11:30:30Z,Predicting the evolution of stationary graph signals,"Andreas Loukas, Nathanael Perraudin",http://arxiv.org/pdf/1607.03313v1,No journal ref found,none,stat.ML,Summary4949,1607.03456v1,2016-07-12T18:20:23Z,Incomplete Pivoted QR-based Dimensionality Reduction,"Amit Bermanis, Aviv Rotbart, Moshe Salhov, Amir Averbuch",http://arxiv.org/pdf/1607.03456v1,No journal ref found,none,cs.LG,Summary4950,1607.03475v1,2016-07-12T19:42:40Z,Nystrom Method for Approximating the GMM Kernel,Ping Li,http://arxiv.org/pdf/1607.03475v1,No journal ref found,none,stat.ML,Summary4951,1607.03730v1,2016-07-13T13:47:49Z,Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications,"Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar, Benjamin Marlin",http://arxiv.org/pdf/1607.03730v1,No journal ref found,none,stat.ML,Summary4952,1607.03822v1,2016-07-13T16:46:55Z,Feature Extraction and Automated Classification of Heartbeats by Machine Learning,"Choudur Lakshminarayan, Tony Basil",http://arxiv.org/pdf/1607.03822v1,No journal ref found,none,stat.ML,Summary4953,1607.04903v3,2016-07-17T18:58:12Z,Learning Unitary Operators with Help From u(n),"Stephanie L. Hyland, Gunnar Rätsch",http://arxiv.org/pdf/1607.04903v3,No journal ref found,none,stat.ML,Summary4954,1607.05002v1,2016-07-18T10:14:46Z,Geometric Mean Metric Learning,"Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra",http://arxiv.org/pdf/1607.05002v1,No journal ref found,none,stat.ML,Summary4955,1607.05047v1,2016-07-18T12:43:40Z,"A Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward","S. A. Murphy, Y. Deng, E. B. Laber, H. R. Maei, R. S. Sutton, K. Witkiewitz",http://arxiv.org/pdf/1607.05047v1,No journal ref found,none,stat.ML,Summary4956,1607.05970v2,2016-07-20T14:21:42Z,On the Identification and Mitigation of Weaknesses in the Knowledge Gradient Policy for Multi-Armed Bandits,"James Edwards, Paul Fearnhead, Kevin Glazebrook",http://arxiv.org/pdf/1607.05970v2,No journal ref found,none,stat.ML,Summary4957,1607.06280v2,2016-07-21T11:50:41Z,Explaining Classification Models Built on High-Dimensional Sparse Data,"Julie Moeyersoms, Brian dAlessandro, Foster Provost, David Martens",http://arxiv.org/pdf/1607.06280v2,No journal ref found,none,stat.ML,Summary4958,1607.06294v1,2016-07-21T12:32:47Z,Hierarchical Clustering of Asymmetric Networks,"Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra",http://arxiv.org/pdf/1607.06294v1,No journal ref found,none,cs.LG,Summary4959,1607.06333v2,2016-07-21T14:19:23Z,Uncovering Causality from Multivariate Hawkes Integrated Cumulants,"Massil Achab, Emmanuel Bacry, Stéphane Gaïffas, Iacopo Mastromatteo, Jean-Francois Muzy",http://arxiv.org/pdf/1607.06333v2,No journal ref found,none,stat.ML,Summary4960,1607.06335v1,2016-07-21T14:22:12Z,Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks,"Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra",http://arxiv.org/pdf/1607.06335v1,No journal ref found,none,cs.LG,Summary4961,1607.06364v1,2016-07-21T15:32:47Z,Distributed Supervised Learning using Neural Networks,Simone Scardapane,http://arxiv.org/pdf/1607.06364v1,No journal ref found,none,stat.ML,Summary4962,1607.06450v1,2016-07-21T19:57:52Z,Layer Normalization,"Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton",http://arxiv.org/pdf/1607.06450v1,No journal ref found,none,stat.ML,Summary4963,1607.06781v1,2016-07-22T18:17:10Z,On Covariate Shift Adaptation via Sparse Filtering,"Fabio Massimo Zennaro, Ke Chen",http://arxiv.org/pdf/1607.06781v1,No journal ref found,none,cs.LG,Summary4964,1607.06988v1,2016-07-24T01:14:19Z,Interactive Learning from Multiple Noisy Labels,"Shankar Vembu, Sandra Zilles",http://arxiv.org/pdf/1607.06988v1,No journal ref found,none,cs.LG,Summary4965,1607.06996v3,2016-07-24T04:00:30Z,Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction,"Weizhong Zhang, Bin Hong, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang",http://arxiv.org/pdf/1607.06996v3,No journal ref found,none,stat.ML,Summary4966,1607.07195v2,2016-07-25T10:19:27Z,Higher-Order Factorization Machines,"Mathieu Blondel, Akinori Fujino, Naonori Ueda, Masakazu Ishihata",http://arxiv.org/pdf/1607.07195v2,No journal ref found,none,stat.ML,Summary4967,1607.07519v1,2016-07-26T02:06:33Z,Deepr: A Convolutional Net for Medical Records,"Phuoc Nguyen, Truyen Tran, Nilmini Wickramasinghe, Svetha Venkatesh",http://arxiv.org/pdf/1607.07519v1,No journal ref found,none,stat.ML,Summary4968,1607.07959v2,2016-07-27T04:56:57Z,Using Kernel Methods and Model Selection for Prediction of Preterm Birth,"Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja, Thomas Koch, Alex Rybchuk, Axinia Radeva, Ashwath Rajan, Yiwen Huang, Hatim Diab, Ashish Tomar, Ronald Wapner",http://arxiv.org/pdf/1607.07959v2,No journal ref found,none,cs.LG,Summary4969,1607.08194v4,2016-07-27T17:44:05Z,Convolutional Neural Networks Analyzed via Convolutional Sparse Coding,"Vardan Papyan, Yaniv Romano, Michael Elad",http://arxiv.org/pdf/1607.08194v4,No journal ref found,none,stat.ML,Summary4970,1607.08691v2,2016-07-29T06:05:08Z,A Non-Parametric Learning Approach to Identify Online Human Trafficking,"Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder",http://arxiv.org/pdf/1607.08691v2,No journal ref found,none,cs.LG,Summary4971,1607.08810v1,2016-07-29T13:54:51Z,Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms,"Mathieu Blondel, Masakazu Ishihata, Akinori Fujino, Naonori Ueda",http://arxiv.org/pdf/1607.08810v1,No journal ref found,none,stat.ML,Summary4972,1608.00027v1,2016-07-29T20:57:06Z,gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity,"Rhiannon V. Rose, Daniel J. Lizotte",http://arxiv.org/pdf/1608.00027v1,No journal ref found,none,stat.ML,Summary4973,1608.00159v3,2016-07-30T19:52:56Z,Learning Tree-Structured Detection Cascades for Heterogeneous Networks of Embedded Devices,"Hamid Dadkhahi, Benjamin M. Marlin",http://arxiv.org/pdf/1608.00159v3,No journal ref found,none,stat.ML,Summary4974,1608.00250v1,2016-07-31T19:02:39Z,On Regularization Parameter Estimation under Covariate Shift,"Wouter M. Kouw, Marco Loog",http://arxiv.org/pdf/1608.00250v1,No journal ref found,none,cs.LG,Summary4975,1608.00619v2,2016-08-01T21:13:12Z,Recursion-Free Online Multiple Incremental/Decremental Analysis Based on Ridge Support Vector Learning,Bo-Wei Chen,http://arxiv.org/pdf/1608.00619v2,No journal ref found,none,cs.LG,Summary4976,1608.00621v2,2016-08-01T21:21:07Z,Energy-Economic Multiple Incremental/Decremental Kernel Ridge Regression for Green Clouds,Bo-Wei Chen,http://arxiv.org/pdf/1608.00621v2,No journal ref found,none,cs.LG,Summary4977,1608.00686v3,2016-08-02T03:09:59Z,Clinical Tagging with Joint Probabilistic Models,"Yoni Halpern, Steven Horng, David Sontag",http://arxiv.org/pdf/1608.00686v3,No journal ref found,none,stat.ML,Summary4978,1608.00704v3,2016-08-02T06:03:53Z,Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization,"Shalmali Joshi, Suriya Gunasekar, David Sontag, Joydeep Ghosh",http://arxiv.org/pdf/1608.00704v3,No journal ref found,none,stat.ML,Summary4979,1608.00778v2,2016-08-02T11:44:19Z,Exponential Family Embeddings,"Maja R. Rudolph, Francisco J. R. Ruiz, Stephan Mandt, David M. Blei",http://arxiv.org/pdf/1608.00778v2,No journal ref found,none,stat.ML,Summary4980,1608.00860v1,2016-08-02T15:07:25Z,Hierarchically Compositional Kernels for Scalable Nonparametric Learning,"Jie Chen, Haim Avron, Vikas Sindhwani",http://arxiv.org/pdf/1608.00860v1,No journal ref found,none,cs.LG,Summary4981,1608.01230v1,2016-08-03T15:49:12Z,Learning a Driving Simulator,"Eder Santana, George Hotz",http://arxiv.org/pdf/1608.01230v1,No journal ref found,none,cs.LG,Summary4982,1608.01410v1,2016-08-04T01:33:34Z,Bayesian Kernel and Mutual $k$-Nearest Neighbor Regression,Hyun-Chul Kim,http://arxiv.org/pdf/1608.01410v1,No journal ref found,none,cs.LG,Summary4983,1608.01747v1,2016-08-05T03:37:46Z,A Distance for HMMs based on Aggregated Wasserstein Metric and State Registration,"Yukun Chen, Jianbo Ye, Jia Li",http://arxiv.org/pdf/1608.01747v1,No journal ref found,none,cs.LG,Summary4984,1608.01976v1,2016-08-05T19:02:19Z,Kernel Ridge Regression via Partitioning,"Rashish Tandon, Si Si, Pradeep Ravikumar, Inderjit Dhillon",http://arxiv.org/pdf/1608.01976v1,No journal ref found,none,stat.ML,Summary4985,1608.02731v1,2016-08-09T09:01:13Z,Posterior Sampling for Reinforcement Learning Without Episodes,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1608.02731v1,No journal ref found,none,stat.ML,Summary4986,1608.02732v1,2016-08-09T09:02:01Z,On Lower Bounds for Regret in Reinforcement Learning,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1608.02732v1,No journal ref found,none,stat.ML,Summary4987,1608.02861v1,2016-08-09T16:46:53Z,Classification with the pot-pot plot,"Oleksii Pokotylo, Karl Mosler",http://arxiv.org/pdf/1608.02861v1,No journal ref found,none,stat.ML,Summary4988,1608.03023v2,2016-08-10T01:51:36Z,Stochastic Rank-1 Bandits,"Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen",http://arxiv.org/pdf/1608.03023v2,No journal ref found,none,cs.LG,Summary4989,1608.03100v1,2016-08-10T09:19:07Z,Estimation from Indirect Supervision with Linear Moments,"Aditi Raghunathan, Roy Frostig, John Duchi, Percy Liang",http://arxiv.org/pdf/1608.03100v1,No journal ref found,none,stat.ML,Summary4990,1608.03333v1,2016-08-11T00:48:00Z,Temporal Learning and Sequence Modeling for a Job Recommender System,"Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan",http://arxiv.org/pdf/1608.03333v1,No journal ref found,none,cs.LG,Summary4991,1608.03339v1,2016-08-11T01:20:23Z,Distributed Learning with Regularized Least Squares,"Shaobo Lin, Xin Guo, Dingxuan Zhou",http://arxiv.org/pdf/1608.03339v1,No journal ref found,none,cs.LG,Summary4992,1608.03533v8,2016-08-11T16:59:19Z,Sequence Graph Transform (SGT): A Feature Extraction Function for Sequence Data Mining (Extended Version),"Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar",http://arxiv.org/pdf/1608.03533v8,No journal ref found,none,stat.ML,Summary4993,1608.04063v1,2016-08-14T06:01:21Z,Bayesian Model Selection Methods for Mutual and Symmetric $k$-Nearest Neighbor Classification,Hyun-Chul Kim,http://arxiv.org/pdf/1608.04063v1,No journal ref found,none,cs.LG,Summary4994,1608.04245v2,2016-08-15T11:42:51Z,The Bayesian Low-Rank Determinantal Point Process Mixture Model,"Mike Gartrell, Ulrich Paquet, Noam Koenigstein",http://arxiv.org/pdf/1608.04245v2,No journal ref found,none,stat.ML,Summary4995,1608.04331v1,2016-08-15T17:12:09Z,Consistency constraints for overlapping data clustering,"Jared Culbertson, Dan P. Guralnik, Jakob Hansen, Peter F. Stiller",http://arxiv.org/pdf/1608.04331v1,No journal ref found,none,cs.LG,Summary4996,1608.04414v3,2016-08-15T21:19:51Z,Generalization of ERM in Stochastic Convex Optimization: The Dimension Strikes Back,Vitaly Feldman,http://arxiv.org/pdf/1608.04414v3,No journal ref found,none,cs.LG,Summary4997,1608.04471v2,2016-08-16T03:24:20Z,Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm,"Qiang Liu, Dilin Wang",http://arxiv.org/pdf/1608.04471v2,No journal ref found,none,stat.ML,Summary4998,1608.04581v1,2016-08-16T13:17:51Z,A novel transfer learning method based on common space mapping and weighted domain matching,"Ru-Ze Liang, Wei Xie, Weizhi Li, Hongqi Wang, Jim Jing-Yan Wang, Lisa Taylor",http://arxiv.org/pdf/1608.04581v1,No journal ref found,none,cs.LG,Summary4999,1608.04783v1,2016-08-16T21:20:30Z,Application of multiview techniques to NHANES dataset,Aileme Omogbai,http://arxiv.org/pdf/1608.04783v1,No journal ref found,none,cs.LG,Summary5000,1608.04802v2,2016-08-16T23:11:14Z,Scalable Learning of Non-Decomposable Objectives,"Elad ET. Eban, Mariano Schain, Alan Mackey, Ariel Gordon, Rif A. Saurous, Gal Elidan",http://arxiv.org/pdf/1608.04802v2,No journal ref found,none,stat.ML,Summary5001,1608.04830v1,2016-08-17T01:41:40Z,Outlier Detection on Mixed-Type Data: An Energy-based Approach,"Kien Do, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1608.04830v1,No journal ref found,none,stat.ML,Summary5002,1608.05182v2,2016-08-18T05:31:53Z,A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves,"Yanbo Xu, Yanxun Xu, Suchi Saria",http://arxiv.org/pdf/1608.05182v2,No journal ref found,none,cs.LG,Summary5003,1608.05225v1,2016-08-18T10:15:54Z,Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty,"Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene",http://arxiv.org/pdf/1608.05225v1,No journal ref found,none,cs.LG,Summary5004,1608.05258v1,2016-08-18T13:55:41Z,Parameter Learning for Log-supermodular Distributions,"Tatiana Shpakova, Francis Bach",http://arxiv.org/pdf/1608.05258v1,No journal ref found,none,stat.ML,Summary5005,1608.05275v1,2016-08-18T14:27:45Z,A Tight Convex Upper Bound on the Likelihood of a Finite Mixture,"Elad Mezuman, Yair Weiss",http://arxiv.org/pdf/1608.05275v1,No journal ref found,none,cs.LG,Summary5006,1608.05560v1,2016-08-19T10:25:46Z,Iterative Views Agreement: An Iterative Low-Rank based Structured Optimization Method to Multi-View Spectral Clustering,"Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Meng Fang, Shirui Pan",http://arxiv.org/pdf/1608.05560v1,No journal ref found,none,cs.LG,Summary5007,1608.05581v4,2016-08-19T12:28:21Z,Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension,"Jean Golay, Mikhail Kanevski",http://arxiv.org/pdf/1608.05581v4,No journal ref found,none,stat.ML,Summary5008,1608.05610v1,2016-08-19T14:21:18Z,PAC-Bayesian Aggregation without Cross-Validation,"Niklas Thiemann, Christian Igel, Yevgeny Seldin",http://arxiv.org/pdf/1608.05610v1,No journal ref found,none,cs.LG,Summary5009,1608.05983v1,2016-08-21T19:02:27Z,Deep Generative Models for Spectroscopic Analysis on Mars,"Ian Gemp, Ishan Durugkar, Mario Parente, M. Darby Dyar, Sridhar Mahadevan",http://arxiv.org/pdf/1608.05983v1,No journal ref found,none,cs.LG,Summary5010,1608.05995v5,2016-08-21T20:28:29Z,A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing,"Ming Lin, Jieping Ye",http://arxiv.org/pdf/1608.05995v5,No journal ref found,none,stat.ML,Summary5011,1608.07019v3,2016-08-25T05:14:57Z,Comparison among dimensionality reduction techniques based on Random Projection for cancer classification,"Haozhe Xie, Jie Li, Qiaosheng Zhang, Yadong Wang",http://arxiv.org/pdf/1608.07019v3,No journal ref found,none,cs.LG,Summary5012,1608.07251v1,2016-08-19T23:21:49Z,Large-scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimers Disease Across Multiple Institutions,"Qingyang Li, Tao Yang, Liang Zhan, Derrek Paul Hibar, Neda Jahanshad, Yalin Wang, Jieping Ye, Paul M. Thompson, Jie Wang",http://arxiv.org/pdf/1608.07251v1,No journal ref found,none,cs.LG,Summary5013,1608.07536v1,2016-08-26T17:47:58Z,Leveraging over intact priors for boosting control and dexterity of prosthetic hands by amputees,"Valentina Gregori, Barbara Caputo",http://arxiv.org/pdf/1608.07536v1,No journal ref found,none,cs.LG,Summary5014,1608.07636v1,2016-08-27T00:25:54Z,Learning Temporal Dependence from Time-Series Data with Latent Variables,"Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran",http://arxiv.org/pdf/1608.07636v1,No journal ref found,none,cs.LG,Summary5015,1608.07690v1,2016-08-27T10:44:54Z,A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples,"Thomas Tanay, Lewis Griffin",http://arxiv.org/pdf/1608.07690v1,No journal ref found,none,cs.LG,Summary5016,1608.07710v1,2016-08-27T13:32:42Z,Random Forest for Label Ranking,"Yangming Zhou, Guoping Qiu",http://arxiv.org/pdf/1608.07710v1,No journal ref found,none,cs.LG,Summary5017,1608.07739v2,2016-08-27T19:59:29Z,Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising,"Jordan Frecon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry",http://arxiv.org/pdf/1608.07739v2,No journal ref found,none,cs.LG,Summary5018,1608.07892v1,2016-08-29T02:14:48Z,Optimizing Recurrent Neural Networks Architectures under Time Constraints,"Junqi Jin, Ziang Yan, Kun Fu, Nan Jiang, Changshui Zhang",http://arxiv.org/pdf/1608.07892v1,No journal ref found,none,stat.ML,Summary5019,1608.07934v1,2016-08-29T07:21:20Z,Relevant based structure learning for feature selection,"Hadi Zare, Mojtaba Niazi",http://arxiv.org/pdf/1608.07934v1,Eng. Appl. Artif. Intel. 55 (2016) 93-102,none,cs.LG,Summary5020,1608.08052v1,2016-08-29T14:00:21Z,Robust Discriminative Clustering with Sparse Regularizers,"Nicolas Flammarion, Balamurugan Palaniappan, Francis Bach",http://arxiv.org/pdf/1608.08052v1,No journal ref found,none,stat.ML,Summary5021,1608.08063v1,2016-08-29T14:18:40Z,Wasserstein Discriminant Analysis,"Rémi Flamary, Marco Cuturi, Nicolas Courty, Alain Rakotomamonjy",http://arxiv.org/pdf/1608.08063v1,No journal ref found,none,stat.ML,Summary5022,1608.08266v1,2016-08-29T22:10:17Z,Visualizing and Understanding Sum-Product Networks,"Antonio Vergari, Nicola Di Mauro, Floriana Esposito",http://arxiv.org/pdf/1608.08266v1,No journal ref found,none,cs.LG,Summary5023,1608.08761v2,2016-08-31T08:18:48Z,hi-RF: Incremental Learning Random Forest for large-scale multi-class Data Classification,"Tingting Xie, Yuxing Peng, Changjian Wang",http://arxiv.org/pdf/1608.08761v2,No journal ref found,none,cs.LG,Summary5024,1608.08925v1,2016-08-31T16:20:59Z,Learning to Personalize from Observational Data,Nathan Kallus,http://arxiv.org/pdf/1608.08925v1,No journal ref found,none,stat.ML,Summary5025,1608.08984v1,2016-08-31T18:34:51Z,Towards Competitive Classifiers for Unbalanced Classification Problems: A Study on the Performance Scores,"Jonathan Ortigosa-Hernández, Iñaki Inza, Jose A. Lozano",http://arxiv.org/pdf/1608.08984v1,No journal ref found,none,stat.ML,Summary5026,1608.09014v1,2016-08-31T19:55:35Z,A Tutorial on Online Supervised Learning with Applications to Node Classification in Social Networks,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1608.09014v1,No journal ref found,none,cs.LG,Summary5027,1609.00074v1,2016-09-01T00:59:30Z,Neural Network Architecture Optimization through Submodularity and Supermodularity,"Junqi Jin, Ziang Yan, Kun Fu, Nan Jiang, Changshui Zhang",http://arxiv.org/pdf/1609.00074v1,No journal ref found,none,stat.ML,Summary5028,1609.00845v1,2016-09-03T17:30:15Z,Graph-Based Active Learning: A New Look at Expected Error Minimization,"Kwang-Sung Jun, Robert Nowak",http://arxiv.org/pdf/1609.00845v1,No journal ref found,none,stat.ML,Summary5029,1609.01037v1,2016-09-05T06:47:10Z,Distribution-Specific Hardness of Learning Neural Networks,Ohad Shamir,http://arxiv.org/pdf/1609.01037v1,No journal ref found,none,cs.LG,Summary5030,1609.01226v1,2016-09-05T17:27:22Z,The Robustness of Estimator Composition,"Pingfan Tang, Jeff M. Phillips",http://arxiv.org/pdf/1609.01226v1,No journal ref found,none,cs.LG,Summary5031,1609.01596v5,2016-09-06T15:07:32Z,Direct Feedback Alignment Provides Learning in Deep Neural Networks,Arild Nøkland,http://arxiv.org/pdf/1609.01596v5,No journal ref found,none,stat.ML,Summary5032,1609.01840v1,2016-09-07T05:17:30Z,Learning Boltzmann Machine with EM-like Method,"Jinmeng Song, Chun Yuan",http://arxiv.org/pdf/1609.01840v1,No journal ref found,none,cs.LG,Summary5033,1609.01872v1,2016-09-07T08:18:18Z,Chaining Bounds for Empirical Risk Minimization,"Gábor Balázs, András György, Csaba Szepesvári",http://arxiv.org/pdf/1609.01872v1,No journal ref found,none,stat.ML,Summary5034,1609.02020v2,2016-09-07T15:39:24Z,Random matrices meet machine learning: a large dimensional analysis of LS-SVM,"Zhenyu Liao, Romain Couillet",http://arxiv.org/pdf/1609.02020v2,No journal ref found,none,stat.ML,Summary5035,1609.02200v1,2016-09-07T21:41:32Z,Discrete Variational Autoencoders,Jason Tyler Rolfe,http://arxiv.org/pdf/1609.02200v1,No journal ref found,none,stat.ML,Summary5036,1609.02513v1,2016-09-08T17:52:26Z,Functorial Hierarchical Clustering with Overlaps,"Jared Culbertson, Dan P. Guralnik, Peter F. Stiller",http://arxiv.org/pdf/1609.02513v1,No journal ref found,none,cs.LG,Summary5037,1609.02521v1,2016-09-08T18:17:25Z,DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification,"Rohit Babbar, Bernhard Shoelkopf",http://arxiv.org/pdf/1609.02521v1,No journal ref found,none,stat.ML,Summary5038,1609.02606v1,2016-09-08T21:46:37Z,On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits,"Shahin Shahrampour, Mohammad Noshad, Vahid Tarokh",http://arxiv.org/pdf/1609.02606v1,No journal ref found,none,stat.ML,Summary5039,1609.02631v1,2016-09-09T01:13:20Z,Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout,"Varvara Kollia, Oguz H. Elibol",http://arxiv.org/pdf/1609.02631v1,No journal ref found,none,stat.ML,Summary5040,1609.02907v4,2016-09-09T19:48:41Z,Semi-Supervised Classification with Graph Convolutional Networks,"Thomas N. Kipf, Max Welling",http://arxiv.org/pdf/1609.02907v4,No journal ref found,none,cs.LG,Summary5041,1609.02997v2,2016-09-10T04:06:07Z,Iteratively Reweighted Least Squares Algorithms for L1-Norm Principal Component Analysis,"Young Woong Park, Diego Klabjan",http://arxiv.org/pdf/1609.02997v2,No journal ref found,none,stat.ML,Summary5042,1609.03126v4,2016-09-11T07:11:13Z,Energy-based Generative Adversarial Network,"Junbo Zhao, Michael Mathieu, Yann LeCun",http://arxiv.org/pdf/1609.03126v4,No journal ref found,none,cs.LG,Summary5043,1609.03219v2,2016-09-11T21:55:07Z,Sharing Hash Codes for Multiple Purposes,"Wikor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Mueller, Shinichi Nakajima",http://arxiv.org/pdf/1609.03219v2,No journal ref found,none,stat.ML,Summary5044,1609.03319v2,2016-09-12T09:06:44Z,"CompAdaGrad: A Compressed, Complementary, Computationally-Efficient Adaptive Gradient Method","Nishant A. Mehta, Alistair Rendell, Anish Varghese, Christfried Webers",http://arxiv.org/pdf/1609.03319v2,No journal ref found,none,cs.LG,Summary5045,1609.03544v1,2016-09-12T19:34:02Z,Online Data Thinning via Multi-Subspace Tracking,"Xin Jiang, Rebecca Willett",http://arxiv.org/pdf/1609.03544v1,No journal ref found,none,stat.ML,Summary5046,1609.03666v1,2016-09-13T03:26:42Z,A Greedy Algorithm to Cluster Specialists,Sébastien Arnold,http://arxiv.org/pdf/1609.03666v1,No journal ref found,none,cs.LG,Summary5047,1609.03683v1,2016-09-13T05:23:29Z,Making Neural Networks Robust to Label Noise: a Loss Correction Approach,"Giorgio Patrini, Alessandro Rozza, Aditya Menon, Richard Nock, Lizhen Qu",http://arxiv.org/pdf/1609.03683v1,No journal ref found,none,stat.ML,Summary5048,1609.03772v1,2016-09-13T11:35:12Z,Learning conditional independence structure for high-dimensional uncorrelated vector processes,"Nguyen Tran Quang, Alexander Jung",http://arxiv.org/pdf/1609.03772v1,No journal ref found,none,stat.ML,Summary5049,1609.04321v1,2016-09-14T15:51:46Z,Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility,"Luca Masera, Enrico Blanzieri",http://arxiv.org/pdf/1609.04321v1,No journal ref found,none,cs.LG,Summary5050,1609.04608v1,2016-09-15T12:46:52Z,Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals,"Andrés Hoyos-Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion",http://arxiv.org/pdf/1609.04608v1,No journal ref found,none,stat.ML,Summary5051,1609.04789v2,2016-09-15T19:25:55Z,"Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis","Mostafa Rahmani, George Atia",http://arxiv.org/pdf/1609.04789v2,No journal ref found,none,cs.LG,Summary5052,1609.04849v3,2016-09-15T20:27:26Z,Predicting Shot Making in Basketball Learnt from Adversarial Multiagent Trajectories,"Mark Harmon, Patrick Lucey, Diego Klabjan",http://arxiv.org/pdf/1609.04849v3,No journal ref found,none,stat.ML,Summary5053,1609.05388v1,2016-09-17T21:01:19Z,ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings,"Jarosław Błasiok, Charalampos E. Tsourakakis",http://arxiv.org/pdf/1609.05388v1,No journal ref found,none,stat.ML,Summary5054,1609.05486v2,2016-09-18T14:01:04Z,Probabilistic Feature Selection and Classification Vector Machine,"Bingbing Jiang, Chang Li, Huanhuan Chen, Xin Yao, Maarten de Rijke",http://arxiv.org/pdf/1609.05486v2,No journal ref found,none,cs.LG,Summary5055,1609.05524v2,2016-09-18T18:19:02Z,Principled Option Learning in Markov Decision Processes,"Roy Fox, Michal Moshkovitz, Naftali Tishby",http://arxiv.org/pdf/1609.05524v2,No journal ref found,none,cs.LG,Summary5056,1609.05528v1,2016-09-18T18:59:42Z,Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective,"Shebuti Rayana, Wen Zhong, Leman Akoglu",http://arxiv.org/pdf/1609.05528v1,No journal ref found,none,cs.LG,Summary5057,1609.05536v1,2016-09-18T19:58:48Z,Learning Personalized Optimal Control for Repeatedly Operated Systems,Theja Tulabandhula,http://arxiv.org/pdf/1609.05536v1,No journal ref found,none,cs.LG,Summary5058,1609.05539v2,2016-09-18T20:17:00Z,On Randomized Distributed Coordinate Descent with Quantized Updates,"Mostafa El Gamal, Lifeng Lai",http://arxiv.org/pdf/1609.05539v2,No journal ref found,none,stat.ML,Summary5059,1609.05772v1,2016-09-19T15:19:44Z,Stochastic Matrix Factorization,Christopher Adams,http://arxiv.org/pdf/1609.05772v1,No journal ref found,none,stat.ML,Summary5060,1609.06100v2,2016-09-20T11:12:04Z,Distributed Adaptive Learning of Graph Signals,"P. Di Lorenzo, P. Banelli, S. Barbarossa, S. Sardellitti",http://arxiv.org/pdf/1609.06100v2,No journal ref found,none,cs.LG,Summary5061,1609.06385v1,2016-09-20T23:41:55Z,Multiclass Classification Calibration Functions,"Bernardo Ávila Pires, Csaba Szepesvári",http://arxiv.org/pdf/1609.06385v1,No journal ref found,none,stat.ML,Summary5062,1609.06390v1,2016-09-21T00:15:44Z,Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices,"Kirthevasan Kandasamy, Maruan Al-Shedivat, Eric P. Xing",http://arxiv.org/pdf/1609.06390v1,No journal ref found,none,stat.ML,Summary5063,1609.06533v1,2016-09-21T12:46:09Z,On Data-Independent Properties for Density-Based Dissimilarity Measures in Hybrid Clustering,"Kajsa Møllersen, Subhra S. Dhar, Fred Godtliebsen",http://arxiv.org/pdf/1609.06533v1,"M{\o}llersen, K., Dhar, S.S. and Godtliebsen, F. (2016) On Data-Independent Properties for Density-Based Dissimilarity Measures in Hybrid Clustering. Applied Mathematics, 7, 1674-1706",none,stat.ML,Summary5064,1609.06575v2,2016-09-21T14:23:15Z,Theoretical Evaluation of Feature Selection Methods based on Mutual Information,"Cláudia Pascoal, M. Rosário Oliveira, António Pacheco, Rui Valadas",http://arxiv.org/pdf/1609.06575v2,No journal ref found,none,stat.ML,Summary5065,1609.06831v1,2016-09-22T06:18:20Z,Hawkes Processes with Stochastic Excitations,"Young Lee, Kar Wai Lim, Cheng Soon Ong",http://arxiv.org/pdf/1609.06831v1,"Proceedings of The 33rd International Conference on Machine Learning (ICML), pp. 79-88. JMLR. 2016",none,cs.LG,Summary5066,1609.06957v1,2016-09-21T09:35:56Z,Early Warning System for Seismic Events in Coal Mines Using Machine Learning,"Robert Bogucki, Jan Lasek, Jan Kanty Milczek, Michal Tadeusiak",http://arxiv.org/pdf/1609.06957v1,No journal ref found,none,cs.LG,Summary5067,1609.07087v1,2016-09-22T17:56:38Z,(Bandit) Convex Optimization with Biased Noisy Gradient Oracles,"Xiaowei Hu, Prashanth L. A., András György, Csaba Szepesvári",http://arxiv.org/pdf/1609.07087v1,No journal ref found,none,cs.LG,Summary5068,1609.07257v3,2016-09-23T07:40:12Z,Using Neural Network Formalism to Solve Multiple-Instance Problems,"Tomas Pevny, Petr Somol",http://arxiv.org/pdf/1609.07257v3,No journal ref found,none,cs.LG,Summary5069,1609.07272v1,2016-09-23T08:51:14Z,Constraint-Based Clustering Selection,"Toon Van Craenendonck, Hendrik Blockeel",http://arxiv.org/pdf/1609.07272v1,No journal ref found,none,stat.ML,Summary5070,1609.07574v3,2016-09-24T06:02:24Z,Dynamic Pricing in High-dimensions,"Adel Javanmard, Hamid Nazerzadeh",http://arxiv.org/pdf/1609.07574v3,No journal ref found,none,stat.ML,Summary5071,1609.08017v3,2016-09-26T15:14:05Z,Dropout with Expectation-linear Regularization,"Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard Hovy",http://arxiv.org/pdf/1609.08017v3,No journal ref found,none,cs.LG,Summary5072,1609.08397v1,2016-09-27T13:10:57Z,Generalization Error Bounds for Optimization Algorithms via Stability,"Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu",http://arxiv.org/pdf/1609.08397v1,No journal ref found,none,stat.ML,Summary5073,1609.08976v1,2016-09-28T15:56:15Z,"Variational Autoencoder for Deep Learning of Images, Labels and Captions","Yunchen Pu, Zhe Gan, Ricardo Henao, Xin Yuan, Chunyuan Li, Andrew Stevens, Lawrence Carin",http://arxiv.org/pdf/1609.08976v1,No journal ref found,none,stat.ML,Summary5074,1609.09471v2,2016-09-29T19:19:29Z,Classifier comparison using precision,Lovedeep Gondara,http://arxiv.org/pdf/1609.09471v2,No journal ref found,none,cs.LG,Summary5075,1609.09481v1,2016-09-29T19:46:13Z,Fast learning rates with heavy-tailed losses,"Vu Dinh, Lam Si Tung Ho, Duy Nguyen, Binh T. Nguyen",http://arxiv.org/pdf/1609.09481v1,No journal ref found,none,stat.ML,Summary5076,1609.09519v1,2016-09-29T20:31:10Z,Max-plus statistical leverage scores,James Hook,http://arxiv.org/pdf/1609.09519v1,No journal ref found,none,stat.ML,Summary5077,1610.00064v1,2016-10-01T00:43:19Z,Faster Kernels for Graphs with Continuous Attributes via Hashing,"Christopher Morris, Nils M. Kriege, Kristian Kersting, Petra Mutzel",http://arxiv.org/pdf/1610.00064v1,No journal ref found,none,cs.LG,Summary5078,1610.00270v2,2016-10-02T12:33:48Z,Sparsity-driven weighted ensemble classifier,"Atilla Özgür, Hamit Erdem, Fatih Nar",http://arxiv.org/pdf/1610.00270v2,No journal ref found,none,stat.ML,Summary5079,1610.00494v2,2016-10-03T11:15:12Z,One-Trial Correction of Legacy AI Systems and Stochastic Separation Theorems,"Alexander N. Gorban, Ilya Romanenko, Richard Burton, Ivan Y. Tyukin",http://arxiv.org/pdf/1610.00494v2,No journal ref found,none,stat.ML,Summary5080,1610.00843v1,2016-10-04T05:01:18Z,The Search Problem in Mixture Models,"Avik Ray, Joe Neeman, Sujay Sanghavi, Sanjay Shakkottai",http://arxiv.org/pdf/1610.00843v1,No journal ref found,none,stat.ML,Summary5081,1610.01234v1,2016-10-04T23:44:20Z,"Ensemble Validation: Selectivity has a Price, but Variety is Free","Eric Bax, Farshad Kooti",http://arxiv.org/pdf/1610.01234v1,No journal ref found,none,stat.ML,Summary5082,1610.01417v1,2016-10-05T13:45:53Z,Decentralized Topic Modelling with Latent Dirichlet Allocation,"Igor Colin, Christophe Dupuy",http://arxiv.org/pdf/1610.01417v1,No journal ref found,none,stat.ML,Summary5083,1610.01642v1,2016-10-05T20:52:48Z,Learning Protein Dynamics with Metastable Switching Systems,"Bharath Ramsundar, Vijay S. Pande",http://arxiv.org/pdf/1610.01642v1,No journal ref found,none,stat.ML,Summary5084,1610.01644v3,2016-10-05T20:59:01Z,Understanding intermediate layers using linear classifier probes,"Guillaume Alain, Yoshua Bengio",http://arxiv.org/pdf/1610.01644v3,No journal ref found,none,stat.ML,Summary5085,1610.01675v2,2016-10-05T22:28:01Z,Generalized Inverse Classification,"Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey Ohlmann",http://arxiv.org/pdf/1610.01675v2,No journal ref found,none,cs.LG,Summary5086,1610.01683v1,2016-10-05T23:13:55Z,Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks,"Orestis Tsinalis, Paul M. Matthews, Yike Guo, Stefanos Zafeiriou",http://arxiv.org/pdf/1610.01683v1,No journal ref found,none,stat.ML,Summary5087,1610.01712v1,2016-10-06T01:56:00Z,A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences,"Asis Roy, Sourangshu Bhattacharya, Kalyan Guin",http://arxiv.org/pdf/1610.01712v1,No journal ref found,none,cs.LG,Summary5088,1610.01945v3,2016-10-06T17:00:54Z,Connecting Generative Adversarial Networks and Actor-Critic Methods,"David Pfau, Oriol Vinyals",http://arxiv.org/pdf/1610.01945v3,No journal ref found,none,cs.LG,Summary5089,1610.02501v1,2016-10-08T08:57:36Z,Revisiting Multiple Instance Neural Networks,"Xinggang Wang, Yongluan Yan, Peng Tang, Xiang Bai, Wenyu Liu",http://arxiv.org/pdf/1610.02501v1,No journal ref found,none,stat.ML,Summary5090,1610.02757v1,2016-10-10T02:52:21Z,Dataikus Solution to SPHEREs Activity Recognition Challenge,"Maxime Voisin, Leo Dreyfus-Schmidt, Pierre Gutierrez, Samuel Ronsin, Marc Beillevaire",http://arxiv.org/pdf/1610.02757v1,No journal ref found,none,stat.ML,Summary5091,1610.02807v2,2016-10-10T08:53:01Z,Robust Bayesian Compressed sensing,"Qian Wan, Huiping Duan, Jun Fang, Hongbin Li",http://arxiv.org/pdf/1610.02807v2,No journal ref found,none,stat.ML,Summary5092,1610.03414v1,2016-10-11T16:23:45Z,Maximum entropy models capture melodic styles,"Jason Sakellariou, Francesca Tria, Vittorio Loreto, François Pachet",http://arxiv.org/pdf/1610.03414v1,No journal ref found,none,stat.ML,Summary5093,1610.03713v1,2016-10-12T13:52:07Z,Optimistic Semi-supervised Least Squares Classification,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1610.03713v1,No journal ref found,none,stat.ML,Summary5094,1610.03738v1,2016-10-12T14:57:10Z,Exploring the Entire Regularization Path for the Asymmetric Cost Linear Support Vector Machine,Daniel Wesierski,http://arxiv.org/pdf/1610.03738v1,No journal ref found,none,cs.LG,Summary5095,1610.03899v2,2016-10-12T23:35:45Z,Generalization bound for kernel similarity learning,Michael Rabadi,http://arxiv.org/pdf/1610.03899v2,"In NIPS 2016 Brains and Bits Workshop. Barcelona, Spain",none,stat.ML,Summary5096,1610.03995v2,2016-10-13T09:36:56Z,Semi-Supervised Active Learning for Support Vector Machines: A Novel Approach that Exploits Structure Information in Data,"Tobias Reitmaier, Adrian Calma, Bernhard Sick",http://arxiv.org/pdf/1610.03995v2,No journal ref found,none,stat.ML,Summary5097,1610.04420v2,2016-10-14T11:59:28Z,Theoretical Analysis of Domain Adaptation with Optimal Transport,"Ievgen Redko, Amaury Habrard, Marc Sebban",http://arxiv.org/pdf/1610.04420v2,No journal ref found,none,stat.ML,Summary5098,1610.04491v1,2016-10-14T14:58:44Z,The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits,"Tor Lattimore, Csaba Szepesvari",http://arxiv.org/pdf/1610.04491v1,No journal ref found,none,stat.ML,Summary5099,1610.04576v1,2016-10-14T18:48:03Z,Kernel Alignment Inspired Linear Discriminant Analysis,"Shuai Zheng, Chris Ding",http://arxiv.org/pdf/1610.04576v1,No journal ref found,none,cs.LG,Summary5100,1610.04578v1,2016-10-14T18:51:25Z,Improved Strongly Adaptive Online Learning using Coin Betting,"Kwang-Sung Jun, Francesco Orabona, Rebecca Willett, Stephen Wright",http://arxiv.org/pdf/1610.04578v1,No journal ref found,none,stat.ML,Summary5101,1610.04782v1,2016-10-15T20:19:48Z,An Adaptive Test of Independence with Analytic Kernel Embeddings,"Wittawat Jitkrittum, Zoltan Szabo, Arthur Gretton",http://arxiv.org/pdf/1610.04782v1,No journal ref found,none,stat.ML,Summary5102,1610.04929v1,2016-10-16T23:37:26Z,Probabilistic Dimensionality Reduction via Structure Learning,Li Wang,http://arxiv.org/pdf/1610.04929v1,No journal ref found,none,stat.ML,Summary5103,1610.05083v2,2016-10-17T12:47:20Z,Efficient Metric Learning for the Analysis of Motion Data,"Babak Hosseini, Barbara Hammer",http://arxiv.org/pdf/1610.05083v2,No journal ref found,none,cs.LG,Summary5104,1610.05129v1,2016-10-17T14:14:43Z,Risk-Aware Algorithms for Adversarial Contextual Bandits,"Wen Sun, Debadeepta Dey, Ashish Kapoor",http://arxiv.org/pdf/1610.05129v1,No journal ref found,none,cs.LG,Summary5105,1610.05160v1,2016-10-17T15:22:43Z,The Peaking Phenomenon in Semi-supervised Learning,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1610.05160v1,No journal ref found,none,stat.ML,Summary5106,1610.05672v1,2016-10-15T20:14:52Z,Markov Chain Truncation for Doubly-Intractable Inference,"Colin Wei, Iain Murray",http://arxiv.org/pdf/1610.05672v1,No journal ref found,none,stat.ML,Summary5107,1610.05925v1,2016-10-19T09:18:10Z,Learning Determinantal Point Processes in Sublinear Time,"Christophe Dupuy, Francis Bach",http://arxiv.org/pdf/1610.05925v1,No journal ref found,none,stat.ML,Summary5108,1610.06072v1,2016-10-19T15:46:30Z,Learning to Learn Neural Networks,Tom Bosc,http://arxiv.org/pdf/1610.06072v1,No journal ref found,none,cs.LG,Summary5109,1610.06434v1,2016-10-20T14:37:46Z,Kernel Alignment for Unsupervised Transfer Learning,"Ievgen Redko, Younès Bennani",http://arxiv.org/pdf/1610.06434v1,No journal ref found,none,stat.ML,Summary5110,1610.06447v1,2016-10-20T14:49:36Z,Regularized Optimal Transport and the Rot Movers Distance,"Arnaud Dessein, Nicolas Papadakis, Jean-Luc Rouas",http://arxiv.org/pdf/1610.06447v1,No journal ref found,none,stat.ML,Summary5111,1610.06664v1,2016-10-21T04:18:11Z,Stochastic Gradient MCMC with Stale Gradients,"Changyou Chen, Nan Ding, Chunyuan Li, Yizhe Zhang, Lawrence Carin",http://arxiv.org/pdf/1610.06664v1,No journal ref found,none,stat.ML,Summary5112,1610.06761v1,2016-10-21T12:30:30Z,Maximally Divergent Intervals for Anomaly Detection,"Erik Rodner, Björn Barz, Yanira Guanche, Milan Flach, Miguel Mahecha, Paul Bodesheim, Markus Reichstein, Joachim Denzler",http://arxiv.org/pdf/1610.06761v1,No journal ref found,none,stat.ML,Summary5113,1610.06806v1,2016-10-21T14:38:38Z,Robust training on approximated minimal-entropy set,"Tianpei Xie, Nasser. M. Narabadi, Alfred O. Hero",http://arxiv.org/pdf/1610.06806v1,No journal ref found,none,cs.LG,Summary5114,1610.06811v1,2016-10-21T14:55:48Z,Convex Formulation for Kernel PCA and its Use in Semi-Supervised Learning,"Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens",http://arxiv.org/pdf/1610.06811v1,No journal ref found,none,cs.LG,Summary5115,1610.06848v1,2016-10-19T00:19:25Z,An Efficient Minibatch Acceptance Test for Metropolis-Hastings,"Haoyu Chen, Daniel Seita, Xinlei Pan, John Canny",http://arxiv.org/pdf/1610.06848v1,No journal ref found,none,cs.LG,Summary5116,1610.07116v1,2016-10-23T02:56:03Z,Online Classification with Complex Metrics,"Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar",http://arxiv.org/pdf/1610.07116v1,No journal ref found,none,stat.ML,Summary5117,1610.07187v2,2016-10-23T15:51:46Z,Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening,"Adam Gonczarek, Jakub M. Tomczak, Szymon Zaręba, Joanna Kaczmar, Piotr Dąbrowski, Michał J. Walczak",http://arxiv.org/pdf/1610.07187v2,No journal ref found,none,stat.ML,Summary5118,1610.07448v2,2016-10-24T14:58:56Z,A Framework for Parallel and Distributed Training of Neural Networks,"Simone Scardapane, Paolo Di Lorenzo",http://arxiv.org/pdf/1610.07448v2,No journal ref found,none,stat.ML,Summary5119,1610.07650v1,2016-10-24T20:54:07Z,A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data,"Yining Wang, Yu-Xiang Wang, Aarti Singh",http://arxiv.org/pdf/1610.07650v1,No journal ref found,none,stat.ML,Summary5120,1610.07677v1,2016-10-24T23:07:16Z,A Bayesian Ensemble for Unsupervised Anomaly Detection,"Edward Yu, Parth Parekh",http://arxiv.org/pdf/1610.07677v1,No journal ref found,none,stat.ML,Summary5121,1610.07733v1,2016-10-25T05:10:49Z,Approximate cross-validation formula for Bayesian linear regression,"Yoshiyuki Kabashima, Tomoyuki Obuchi, Makoto Uemura",http://arxiv.org/pdf/1610.07733v1,No journal ref found,none,stat.ML,Summary5122,1610.08077v1,2016-10-25T20:18:24Z,A statistical framework for fair predictive algorithms,"Kristian Lum, James Johndrow",http://arxiv.org/pdf/1610.08077v1,No journal ref found,none,stat.ML,Summary5123,1610.08123v3,2016-10-25T23:43:49Z,Socratic Learning: Correcting Misspecified Generative Models using Discriminative Models,"Paroma Varma, Bryan He, Dan Iter, Peng Xu, Rose Yu, Christopher De Sa, Christopher Ré",http://arxiv.org/pdf/1610.08123v3,No journal ref found,none,cs.LG,Summary5124,1610.08452v1,2016-10-26T18:34:48Z,Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment,"Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez, Krishna P. Gummadi",http://arxiv.org/pdf/1610.08452v1,No journal ref found,none,stat.ML,Summary5125,1610.08495v1,2016-09-12T17:48:38Z,Adaptive matching pursuit for sparse signal recovery,"Tiep H. Vu, Hojjat S. Mousavi, Vishal Monga",http://arxiv.org/pdf/1610.08495v1,No journal ref found,none,cs.LG,Summary5126,1610.08611v1,2016-10-27T04:17:46Z,Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets,"Yango He, Zhi Geng",http://arxiv.org/pdf/1610.08611v1,No journal ref found,none,stat.ML,Summary5127,1610.08628v1,2016-10-27T06:19:27Z,Regret Bounds for Lifelong Learning,"Pierre Alquier, The Tien Mai, Massimiliano Pontil",http://arxiv.org/pdf/1610.08628v1,No journal ref found,none,stat.ML,Summary5128,1610.08696v3,2016-10-27T10:50:55Z,Learning Bound for Parameter Transfer Learning,Wataru Kumagai,http://arxiv.org/pdf/1610.08696v3,No journal ref found,none,stat.ML,Summary5129,1610.08738v4,2016-10-27T12:13:05Z,Compressive K-means,"Nicolas Keriven, Nicolas Tremblay, Yann Traonmilin, Rémi Gribonval",http://arxiv.org/pdf/1610.08738v4,No journal ref found,none,cs.LG,Summary5130,1610.08838v1,2016-10-27T15:30:35Z,A Category Space Approach to Supervised Dimensionality Reduction,"Anthony O. Smith, Anand Rangarajan",http://arxiv.org/pdf/1610.08838v1,No journal ref found,none,stat.ML,Summary5131,1610.08861v1,2016-10-27T16:09:30Z,On Bochners and Polyas Characterizations of Positive-Definite Kernels and the Respective Random Feature Maps,"Jie Chen, Dehua Cheng, Yan Liu",http://arxiv.org/pdf/1610.08861v1,No journal ref found,none,stat.ML,Summary5132,1610.09038v1,2016-10-27T23:54:31Z,Professor Forcing: A New Algorithm for Training Recurrent Networks,"Alex Lamb, Anirudh Goyal, Ying Zhang, Saizheng Zhang, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1610.09038v1,No journal ref found,none,stat.ML,Summary5133,1610.09072v1,2016-10-28T03:50:00Z,Orthogonal Random Features,"Felix X. Yu, Ananda Theertha Suresh, Krzysztof Choromanski, Daniel Holtmann-Rice, Sanjiv Kumar",http://arxiv.org/pdf/1610.09072v1,No journal ref found,none,cs.LG,Summary5134,1610.09075v1,2016-10-28T04:06:59Z,Missing Data Imputation for Supervised Learning,"Jason Poulos, Rafael Valle",http://arxiv.org/pdf/1610.09075v1,No journal ref found,none,stat.ML,Summary5135,1610.09083v1,2016-10-28T05:47:51Z,SOL: A Library for Scalable Online Learning Algorithms,"Yue Wu, Steven C. H. Hoi, Chenghao Liu, Jing Lu, Doyen Sahoo, Nenghai Yu",http://arxiv.org/pdf/1610.09083v1,No journal ref found,none,cs.LG,Summary5136,1610.09127v1,2016-10-28T09:04:30Z,A framework for adaptive regularization in streaming Lasso models,"Ricardo Pio Monti, Christoforos Anagnostopoulos, Giovanni Montana",http://arxiv.org/pdf/1610.09127v1,No journal ref found,none,stat.ML,Summary5137,1610.09307v2,2016-10-28T16:37:39Z,Correlated-PCA: Principal Components Analysis when Data and Noise are Correlated,"Namrata Vaswani, Han Guo",http://arxiv.org/pdf/1610.09307v2,No journal ref found,none,cs.LG,Summary5138,1610.09322v3,2016-10-28T17:24:45Z,Homotopy Analysis for Tensor PCA,"Anima Anandkumar, Yuan Deng, Rong Ge, Hossein Mobahi",http://arxiv.org/pdf/1610.09322v3,No journal ref found,none,stat.ML,Summary5139,1610.09420v1,2016-10-28T22:44:29Z,Dynamic matrix recovery from incomplete observations under an exact low-rank constraint,"Liangbei Xu, Mark A. Davenport",http://arxiv.org/pdf/1610.09420v1,No journal ref found,none,stat.ML,Summary5140,1610.09512v2,2016-10-29T14:01:58Z,Contextual Decision Processes with Low Bellman Rank are PAC-Learnable,"Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire",http://arxiv.org/pdf/1610.09512v2,No journal ref found,none,cs.LG,Summary5141,1610.09730v1,2016-10-30T23:39:18Z,Active Learning from Imperfect Labelers,"Songbai Yan, Kamalika Chaudhuri, Tara Javidi",http://arxiv.org/pdf/1610.09730v1,No journal ref found,none,cs.LG,Summary5142,1610.09915v1,2016-10-31T13:36:53Z,Complex-Valued Kernel Methods for Regression,"Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Irene Santos Velázquez, Fernando Pérez-Cruz",http://arxiv.org/pdf/1610.09915v1,No journal ref found,none,stat.ML,Summary5143,1610.10060v1,2016-10-31T18:43:21Z,Optimization for Large-Scale Machine Learning with Distributed Features and Observations,"Alexandros Nathan, Diego Klabjan",http://arxiv.org/pdf/1610.10060v1,No journal ref found,none,stat.ML,Summary5144,1611.00058v2,2016-10-31T22:04:54Z,Kernel Bandwidth Selection for SVDD: Peak Criterion Approach for Large Data,"Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri",http://arxiv.org/pdf/1611.00058v2,No journal ref found,none,cs.LG,Summary5145,1611.00712v3,2016-11-02T18:25:40Z,The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables,"Chris J. Maddison, Andriy Mnih, Yee Whye Teh",http://arxiv.org/pdf/1611.00712v3,No journal ref found,none,cs.LG,Summary5146,1611.01060v1,2016-11-03T15:23:53Z,A-Ward_p\b{eta}: Effective hierarchical clustering using the Minkowski metric and a fast k -means initialisation,"Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris Mirkin",http://arxiv.org/pdf/1611.01060v1,"Information Sciences, 370, 343-354 (2016)",none,cs.LG,Summary5147,1611.01144v2,2016-11-03T19:48:08Z,Categorical Reparameterization with Gumbel-Softmax,"Eric Jang, Shixiang Gu, Ben Poole",http://arxiv.org/pdf/1611.01144v2,No journal ref found,none,stat.ML,Summary5148,1611.01232v1,2016-11-04T00:44:32Z,Deep Information Propagation,"Samuel S. Schoenholz, Justin Gilmer, Surya Ganguli, Jascha Sohl-Dickstein",http://arxiv.org/pdf/1611.01232v1,No journal ref found,none,stat.ML,Summary5149,1611.01239v1,2016-11-04T01:46:47Z,Reparameterization trick for discrete variables,"Seiya Tokui, Issei sato",http://arxiv.org/pdf/1611.01239v1,No journal ref found,none,stat.ML,Summary5150,1611.01540v2,2016-11-04T21:17:42Z,Topology and Geometry of Half-Rectified Network Optimization,"C. Daniel Freeman, Joan Bruna",http://arxiv.org/pdf/1611.01540v2,No journal ref found,none,stat.ML,Summary5151,1611.01541v1,2016-11-04T21:21:53Z,Classification with Ultrahigh-Dimensional Features,"Yanming Li, Hyokyoung Hong, Jian Kang, Kevin He, Ji Zhu, Yi Li",http://arxiv.org/pdf/1611.01541v1,No journal ref found,none,stat.ML,Summary5152,1611.01586v1,2016-11-05T01:58:12Z,Class-prior Estimation for Learning from Positive and Unlabeled Data,"Marthinus C. du Plessis, Gang Niu, Masashi Sugiyama",http://arxiv.org/pdf/1611.01586v1,No journal ref found,none,cs.LG,Summary5153,1611.01606v1,2016-11-05T05:42:40Z,Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening,"Frank S. He, Yang Liu, Alexander G. Schwing, Jian Peng",http://arxiv.org/pdf/1611.01606v1,No journal ref found,none,cs.LG,Summary5154,1611.01722v2,2016-11-06T02:40:41Z,Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning,"Dilin Wang, Qiang Liu",http://arxiv.org/pdf/1611.01722v2,No journal ref found,none,stat.ML,Summary5155,1611.01891v1,2016-11-07T04:45:05Z,Joint Multimodal Learning with Deep Generative Models,"Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo",http://arxiv.org/pdf/1611.01891v1,No journal ref found,none,stat.ML,Summary5156,1611.01957v2,2016-11-07T09:38:12Z,Linear Convergence of SVRG in Statistical Estimation,"Chao Qu, Yan Li, Huan Xu",http://arxiv.org/pdf/1611.01957v2,No journal ref found,none,stat.ML,Summary5157,1611.01971v3,2016-11-07T10:25:15Z,One Class Splitting Criteria for Random Forests,"Nicolas Goix, Nicolas Drougard, Romain Brault, Maël Chiapino",http://arxiv.org/pdf/1611.01971v3,No journal ref found,none,stat.ML,Summary5158,1611.02041v2,2016-11-07T13:19:45Z,Robust Supervised Learning under Distribution Shift Uncertainty,"Weihua Hu, Issei Sato, Masashi Sugiyama",http://arxiv.org/pdf/1611.02041v2,No journal ref found,none,stat.ML,Summary5159,1611.02163v3,2016-11-07T16:42:09Z,Unrolled Generative Adversarial Networks,"Luke Metz, Ben Poole, David Pfau, Jascha Sohl-Dickstein",http://arxiv.org/pdf/1611.02163v3,No journal ref found,none,cs.LG,Summary5160,1611.02181v1,2016-11-07T17:29:51Z,Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model,"Zhen Xu, Wen Dong, Sargur Srihari",http://arxiv.org/pdf/1611.02181v1,No journal ref found,none,stat.ML,Summary5161,1611.02221v2,2016-11-07T19:26:15Z,Minimax-optimal semi-supervised regression on unknown manifolds,"Amit Moscovich, Ariel Jaffe, Boaz Nadler",http://arxiv.org/pdf/1611.02221v2,No journal ref found,none,stat.ML,Summary5162,1611.02258v1,2016-11-07T20:36:56Z,Learning Time Series Detection Models from Temporally Imprecise Labels,"Roy J. Adams, Benjamin M. Marlin",http://arxiv.org/pdf/1611.02258v1,No journal ref found,none,stat.ML,Summary5163,1611.02365v1,2016-11-08T02:20:46Z,An Online Prediction Framework for Non-Stationary Time Series,"Christopher Xie, Avleen Bijral, Juan Lavista Ferres",http://arxiv.org/pdf/1611.02365v1,No journal ref found,none,stat.ML,Summary5164,1611.02401v3,2016-11-08T06:07:25Z,Divide and Conquer with Neural Networks,"Alex Nowak, Joan Bruna",http://arxiv.org/pdf/1611.02401v3,No journal ref found,none,cs.LG,Summary5165,1611.02731v2,2016-11-08T21:43:34Z,Variational Lossy Autoencoder,"Xi Chen, Diederik P. Kingma, Tim Salimans, Yan Duan, Prafulla Dhariwal, John Schulman, Ilya Sutskever, Pieter Abbeel",http://arxiv.org/pdf/1611.02731v2,No journal ref found,none,cs.LG,Summary5166,1611.03131v3,2016-11-09T23:19:21Z,Diverse Neural Network Learns True Target Functions,"Bo Xie, Yingyu Liang, Le Song",http://arxiv.org/pdf/1611.03131v3,No journal ref found,none,cs.LG,Summary5167,1611.03199v1,2016-11-10T07:00:43Z,Low Data Drug Discovery with One-shot Learning,"Han Altae-Tran, Bharath Ramsundar, Aneesh S. Pappu, Vijay Pande",http://arxiv.org/pdf/1611.03199v1,No journal ref found,none,cs.LG,Summary5168,1611.03231v1,2016-11-10T09:25:12Z,Policy Search with High-Dimensional Context Variables,"Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama",http://arxiv.org/pdf/1611.03231v1,No journal ref found,none,stat.ML,Summary5169,1611.03383v1,2016-11-10T16:24:16Z,Disentangling factors of variation in deep representations using adversarial training,"Michael Mathieu, Junbo Zhao, Pablo Sprechmann, Aditya Ramesh, Yann LeCun",http://arxiv.org/pdf/1611.03383v1,No journal ref found,none,cs.LG,Summary5170,1611.03427v2,2016-11-10T17:54:22Z,Multi-Task Multiple Kernel Relationship Learning,"Keerthiram Murugesan, Jaime Carbonell",http://arxiv.org/pdf/1611.03427v2,No journal ref found,none,stat.ML,Summary5171,1611.03578v1,2016-11-11T03:54:00Z,Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization,"Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael Lyu",http://arxiv.org/pdf/1611.03578v1,No journal ref found,none,stat.ML,Summary5172,1611.03777v1,2016-11-10T17:57:19Z,Tricks from Deep Learning,"Atılım Güneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind",http://arxiv.org/pdf/1611.03777v1,No journal ref found,none,cs.LG,Summary5173,1611.03824v3,2016-11-11T19:33:01Z,Learning to Learn for Global Optimization of Black Box Functions,"Yutian Chen, Matthew W. Hoffman, Sergio Gomez Colmenarejo, Misha Denil, Timothy P. Lillicrap, Nando de Freitas",http://arxiv.org/pdf/1611.03824v3,No journal ref found,none,stat.ML,Summary5174,1611.03879v1,2016-11-11T21:08:36Z,Annealing Gaussian into ReLU: a New Sampling Strategy for Leaky-ReLU RBM,"Chun-Liang Li, Siamak Ravanbakhsh, Barnabas Poczos",http://arxiv.org/pdf/1611.03879v1,No journal ref found,none,stat.ML,Summary5175,1611.03898v1,2016-11-11T22:20:41Z,Low Latency Anomaly Detection and Bayesian Network Prediction of Anomaly Likelihood,"Derek Farren, Thai Pham, Marco Alban-Hidalgo",http://arxiv.org/pdf/1611.03898v1,No journal ref found,none,cs.LG,Summary5176,1611.03981v1,2016-11-12T10:23:53Z,Dual Teaching: A Practical Semi-supervised Wrapper Method,"Fuqaing Liu, Chenwei Deng, Fukun Bi, Yiding Yang",http://arxiv.org/pdf/1611.03981v1,No journal ref found,none,cs.LG,Summary5177,1611.04051v1,2016-11-12T22:54:45Z,GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution,"Matt J. Kusner, José Miguel Hernández-Lobato",http://arxiv.org/pdf/1611.04051v1,No journal ref found,none,stat.ML,Summary5178,1611.04069v2,2016-11-13T02:21:07Z,Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging,"Saiprasad Ravishankar, Brian E. Moore, Raj Rao Nadakuditi, Jeffrey A. Fessler",http://arxiv.org/pdf/1611.04069v2,No journal ref found,none,stat.ML,Summary5179,1611.04149v1,2016-11-13T16:01:10Z,Accelerated Variance Reduced Block Coordinate Descent,"Zebang Shen, Hui Qian, Chao Zhang, Tengfei Zhou",http://arxiv.org/pdf/1611.04149v1,No journal ref found,none,stat.ML,Summary5180,1611.04199v1,2016-11-13T22:53:51Z,Realistic risk-mitigating recommendations via inverse classification,"Michael T. Lash, W. Nick Street",http://arxiv.org/pdf/1611.04199v1,No journal ref found,none,cs.LG,Summary5181,1611.04218v1,2016-11-14T01:17:14Z,Preference Completion from Partial Rankings,"Suriya Gunasekar, Oluwasanmi Koyejo, Joydeep Ghosh",http://arxiv.org/pdf/1611.04218v1,No journal ref found,none,stat.ML,Summary5182,1611.04499v1,2016-11-14T17:54:28Z,Post Training in Deep Learning with Last Kernel,"Thomas Moreau, Julien Audiffren",http://arxiv.org/pdf/1611.04499v1,No journal ref found,none,stat.ML,Summary5183,1611.04520v2,2016-11-14T19:04:58Z,Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes,"Mengye Ren, Renjie Liao, Raquel Urtasun, Fabian H. Sinz, Richard S. Zemel",http://arxiv.org/pdf/1611.04520v2,No journal ref found,none,cs.LG,Summary5184,1611.04561v1,2016-11-14T20:34:29Z,Splitting matters: how monotone transformation of predictor variables may improve the predictions of decision tree models,"Tal Galili, Isaac Meilijson",http://arxiv.org/pdf/1611.04561v1,No journal ref found,none,stat.ML,Summary5185,1611.04920v2,2016-11-15T16:26:17Z,Unsupervised Learning with Truncated Gaussian Graphical Models,"Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin",http://arxiv.org/pdf/1611.04920v2,No journal ref found,none,stat.ML,Summary5186,1611.04967v1,2016-11-15T18:10:24Z,Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models,"Julius Adebayo, Lalana Kagal",http://arxiv.org/pdf/1611.04967v1,No journal ref found,none,cs.LG,Summary5187,1611.05136v1,2016-11-16T03:45:12Z,Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery,"Mahtab J. Fard, Sattar Ameri, Ratna B. Chinnam, Abhilash K. Pandya, Michael D. Klein, R. Darin Ellis",http://arxiv.org/pdf/1611.05136v1,"Lecture Notes in Engineering and Computer Science: Proceedings of The World Congress on Engineering and Computer Science 2016, 19-21 October, 2016, San Francisco, USA",none,cs.LG,Summary5188,1611.05146v1,2016-11-16T05:11:36Z,A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data,"Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar",http://arxiv.org/pdf/1611.05146v1,No journal ref found,none,cs.LG,Summary5189,1611.05162v2,2016-11-16T06:34:41Z,Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks,"Alireza Aghasi, Nam Nguyen, Justin Romberg",http://arxiv.org/pdf/1611.05162v2,No journal ref found,none,cs.LG,Summary5190,1611.05181v1,2016-11-16T08:11:14Z,Graph Learning from Data under Structural and Laplacian Constraints,"Hilmi E. Egilmez, Eduardo Pavez, Antonio Ortega",http://arxiv.org/pdf/1611.05181v1,No journal ref found,none,cs.LG,Summary5191,1611.05378v1,2016-11-16T17:32:09Z,Spectral Convolution Networks,"Maria Francesca, Arthur Hughes, David Gregg",http://arxiv.org/pdf/1611.05378v1,No journal ref found,none,cs.LG,Summary5192,1611.05402v1,2016-11-16T18:45:09Z,ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models,"Hantian Zhang, Kaan Kara, Jerry Li, Dan Alistarh, Ji Liu, Ce Zhang",http://arxiv.org/pdf/1611.05402v1,No journal ref found,none,cs.LG,Summary5193,1611.05559v2,2016-11-17T04:19:16Z,Boosting Variational Inference,"Fangjian Guo, Xiangyu Wang, Kai Fan, Tamara Broderick, David B. Dunson",http://arxiv.org/pdf/1611.05559v2,No journal ref found,none,stat.ML,Summary5194,1611.05722v1,2016-11-17T14:58:35Z,"GENESIM: genetic extraction of a single, interpretable model","Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke",http://arxiv.org/pdf/1611.05722v1,No journal ref found,none,stat.ML,Summary5195,1611.05724v2,2016-11-17T14:59:55Z,Unimodal Thompson Sampling for Graph-Structured Arms,"Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti",http://arxiv.org/pdf/1611.05724v2,No journal ref found,none,cs.LG,Summary5196,1611.05751v1,2016-11-17T16:01:36Z,A Multi-Modal Graph-Based Semi-Supervised Pipeline for Predicting Cancer Survival,"Hamid Reza Hassanzadeh, John H. Phan, May D. Wang",http://arxiv.org/pdf/1611.05751v1,No journal ref found,none,cs.LG,Summary5197,1611.05923v2,2016-11-17T22:23:08Z,"""Influence Sketching"": Finding Influential Samples In Large-Scale Regressions","Mike Wojnowicz, Ben Cruz, Xuan Zhao, Brian Wallace, Matt Wolff, Jay Luan, Caleb Crable",http://arxiv.org/pdf/1611.05923v2,No journal ref found,none,stat.ML,Summary5198,1611.05934v1,2016-11-18T00:13:32Z,Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models,"Viktoriya Krakovna, Finale Doshi-Velez",http://arxiv.org/pdf/1611.05934v1,No journal ref found,none,stat.ML,Summary5199,1611.06080v1,2016-11-18T14:00:48Z,A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression,"Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low",http://arxiv.org/pdf/1611.06080v1,No journal ref found,none,stat.ML,Summary5200,1611.06426v2,2016-11-19T20:36:30Z,Conservative Contextual Linear Bandits,"Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi-Yadkori, Benjamin Van Roy",http://arxiv.org/pdf/1611.06426v2,No journal ref found,none,stat.ML,Summary5201,1611.06440v1,2016-11-19T22:48:30Z,Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning,"Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz",http://arxiv.org/pdf/1611.06440v1,No journal ref found,none,cs.LG,Summary5202,1611.06475v1,2016-11-20T06:12:43Z,Dealing with Range Anxiety in Mean Estimation via Statistical Queries,Vitaly Feldman,http://arxiv.org/pdf/1611.06475v1,No journal ref found,none,cs.LG,Summary5203,1611.06534v1,2016-11-20T15:52:41Z,Linear Thompson Sampling Revisited,"Marc Abeille, Alessandro Lazaric",http://arxiv.org/pdf/1611.06534v1,No journal ref found,none,stat.ML,Summary5204,1611.06652v1,2016-11-21T05:15:50Z,Scalable Adaptive Stochastic Optimization Using Random Projections,"Gabriel Krummenacher, Brian McWilliams, Yannic Kilcher, Joachim M. Buhmann, Nicolai Meinshausen",http://arxiv.org/pdf/1611.06652v1,No journal ref found,none,stat.ML,Summary5205,1611.06863v1,2016-11-21T16:08:12Z,Probabilistic structure discovery in time series data,"David Janz, Brooks Paige, Tom Rainforth, Jan-Willem van de Meent, Frank Wood",http://arxiv.org/pdf/1611.06863v1,No journal ref found,none,stat.ML,Summary5206,1611.06996v1,2016-11-21T20:24:58Z,Spatial contrasting for deep unsupervised learning,"Elad Hoffer, Itay Hubara, Nir Ailon",http://arxiv.org/pdf/1611.06996v1,No journal ref found,none,stat.ML,Summary5207,1611.07012v2,2016-11-21T20:59:22Z,GRAM: Graph-based Attention Model for Healthcare Representation Learning,"Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun",http://arxiv.org/pdf/1611.07012v2,No journal ref found,none,cs.LG,Summary5208,1611.07096v2,2016-11-21T23:14:58Z,Structured Prediction by Conditional Risk Minimization,"Chong Yang Goh, Patrick Jaillet",http://arxiv.org/pdf/1611.07096v2,No journal ref found,none,stat.ML,Summary5209,1611.07115v1,2016-11-22T00:53:29Z,Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable,"Hui Fen Tan, Giles Hooker, Martin T. Wells",http://arxiv.org/pdf/1611.07115v1,No journal ref found,none,stat.ML,Summary5210,1611.07252v1,2016-11-22T11:29:15Z,Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery,"Scott Wisdom, Thomas Powers, James Pitton, Les Atlas",http://arxiv.org/pdf/1611.07252v1,No journal ref found,none,stat.ML,Summary5211,1611.07270v1,2016-11-22T12:23:07Z,Investigating the influence of noise and distractors on the interpretation of neural networks,"Pieter-Jan Kindermans, Kristof Schütt, Klaus-Robert Müller, Sven Dähne",http://arxiv.org/pdf/1611.07270v1,No journal ref found,none,stat.ML,Summary5212,1611.07308v1,2016-11-21T11:37:17Z,Variational Graph Auto-Encoders,"Thomas N. Kipf, Max Welling",http://arxiv.org/pdf/1611.07308v1,No journal ref found,none,stat.ML,Summary5213,1611.07429v1,2016-11-22T17:32:59Z,TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning,"Jayaraman J. Thiagarajan, Bhavya Kailkhura, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy",http://arxiv.org/pdf/1611.07429v1,No journal ref found,none,stat.ML,Summary5214,1611.07634v1,2016-11-23T04:21:51Z,Interpretation of Prediction Models Using the Input Gradient,Yotam Hechtlinger,http://arxiv.org/pdf/1611.07634v1,No journal ref found,none,stat.ML,Summary5215,1611.07800v2,2016-11-23T13:59:57Z,Infinite Variational Autoencoder for Semi-Supervised Learning,"Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1611.07800v2,No journal ref found,none,cs.LG,Summary5216,1611.08191v1,2016-11-24T14:16:12Z,Interpreting the Predictions of Complex ML Models by Layer-wise Relevance Propagation,"Wojciech Samek, Grégoire Montavon, Alexander Binder, Sebastian Lapuschkin, Klaus-Robert Müller",http://arxiv.org/pdf/1611.08191v1,No journal ref found,none,stat.ML,Summary5217,1611.08229v1,2016-11-24T15:53:59Z,Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors,"Cristian Rusu, Nuria Gonzalez-Prelcic, Robert Heath",http://arxiv.org/pdf/1611.08229v1,No journal ref found,none,cs.LG,Summary5218,1611.08292v1,2016-11-24T19:30:13Z,Identifying Significant Predictive Bias in Classifiers,"Zhe Zhang, Daniel B. Neill",http://arxiv.org/pdf/1611.08292v1,No journal ref found,none,stat.ML,Summary5219,1611.08331v1,2016-11-25T00:53:37Z,An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning,"Guoqiang Zhong, Li-Na Wang, Junyu Dong",http://arxiv.org/pdf/1611.08331v1,No journal ref found,none,cs.LG,Summary5220,1611.08480v2,2016-11-25T15:07:06Z,Distributed Optimization of Multi-Class SVMs,"Maximilian Alber, Julian Zimmert, Urun Dogan, Marius Kloft",http://arxiv.org/pdf/1611.08480v2,No journal ref found,none,stat.ML,Summary5221,1611.08568v2,2016-11-25T19:42:53Z,Bottleneck Conditional Density Estimation,"Rui Shu, Hung H. Bui, Mohammad Ghavamzadeh",http://arxiv.org/pdf/1611.08568v2,No journal ref found,none,stat.ML,Summary5222,1611.08618v1,2016-11-25T21:33:57Z,A Benchmark and Comparison of Active Learning for Logistic Regression,"Yazhou Yang, Marco Loog",http://arxiv.org/pdf/1611.08618v1,No journal ref found,none,stat.ML,Summary5223,1611.08903v1,2016-11-27T20:20:06Z,Should I use TensorFlow,Martin Schrimpf,http://arxiv.org/pdf/1611.08903v1,No journal ref found,none,cs.LG,Summary5224,1611.09226v1,2016-11-28T16:28:41Z,Robust Variational Inference,"Michael Figurnov, Kirill Struminsky, Dmitry Vetrov",http://arxiv.org/pdf/1611.09226v1,No journal ref found,none,cs.LG,Summary5225,1611.09340v2,2016-11-28T20:50:32Z,Diet Networks: Thin Parameters for Fat Genomics,"Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio",http://arxiv.org/pdf/1611.09340v2,No journal ref found,none,cs.LG,Summary5226,1611.09384v1,2016-11-28T21:13:25Z,The Emergence of Organizing Structure in Conceptual Representation,"Brenden M. Lake, Neil D. Lawrence, Joshua B. Tenenbaum",http://arxiv.org/pdf/1611.09384v1,No journal ref found,none,cs.LG,Summary5227,1611.09444v1,2016-11-29T00:39:45Z,The empirical size of trained neural networks,"Kevin K. Chen, Anthony Gamst, Alden Walker",http://arxiv.org/pdf/1611.09444v1,No journal ref found,none,stat.ML,Summary5228,1611.09448v2,2016-11-29T01:07:58Z,The Upper Bound on Knots in Neural Networks,Kevin K. Chen,http://arxiv.org/pdf/1611.09448v2,No journal ref found,none,stat.ML,Summary5229,1611.09510v1,2016-11-29T06:50:31Z,Graph-Based Manifold Frequency Analysis for Denoising,"Shay Deutsch, Antonio Ortega, Gerard Medioni",http://arxiv.org/pdf/1611.09510v1,No journal ref found,none,cs.LG,Summary5230,1611.09630v4,2016-11-29T13:49:31Z,Improving Variational Auto-Encoders using Householder Flow,"Jakub M. Tomczak, Max Welling",http://arxiv.org/pdf/1611.09630v4,No journal ref found,none,cs.LG,Summary5231,1611.09816v2,2016-11-29T20:07:32Z,Co-adaptive learning over a countable space,Michael Rabadi,http://arxiv.org/pdf/1611.09816v2,"In NIPS 2016 Time Series Workshop. Barcelona, Spain",none,stat.ML,Summary5232,1611.09897v1,2016-11-29T21:39:23Z,Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series,"Rushil Anirudh, Jayaraman J. Thiagarajan, Irene Kim, Wolfgang Polonik",http://arxiv.org/pdf/1611.09897v1,No journal ref found,none,stat.ML,Summary5233,1611.10283v1,2016-11-30T17:37:51Z,Weighted bandits or: How bandits learn distorted values that are not expected,"Aditya Gopalan, L. A. Prashanth, Michael Fu, Steve Marcus",http://arxiv.org/pdf/1611.10283v1,No journal ref found,none,cs.LG,Summary5234,1612.00086v2,2016-12-01T00:16:53Z,Semi-supervised Kernel Metric Learning Using Relative Comparisons,"Ehsan Amid, Aristides Gionis, Antti Ukkonen",http://arxiv.org/pdf/1612.00086v2,No journal ref found,none,cs.LG,Summary5235,1612.00100v1,2016-12-01T01:10:07Z,Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling,"Maria-Florina Balcan, Hongyang Zhang",http://arxiv.org/pdf/1612.00100v1,No journal ref found,none,cs.LG,Summary5236,1612.00374v1,2016-12-01T18:14:33Z,Spatial Decompositions for Large Scale SVMs,"Philipp Thomann, Ingo Steinwart, Ingrid Blaschzyk, Mona Meister",http://arxiv.org/pdf/1612.00374v1,No journal ref found,none,stat.ML,Summary5237,1612.00383v1,2016-12-01T19:08:12Z,Tuning the Scheduling of Distributed Stochastic Gradient Descent with Bayesian Optimization,"Valentin Dalibard, Michael Schaarschmidt, Eiko Yoneki",http://arxiv.org/pdf/1612.00383v1,No journal ref found,none,stat.ML,Summary5238,1612.00393v1,2016-12-01T19:41:50Z,Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes,"Joachim van der Herten, Ivo Couckuyt, Tom Dhaene",http://arxiv.org/pdf/1612.00393v1,No journal ref found,none,stat.ML,Summary5239,1612.00516v2,2016-12-01T23:38:34Z,Canonical Correlation Analysis for Analyzing Sequences of Medical Billing Codes,"Corinne L. Jones, Sham M. Kakade, Lucas W. Thornblade, David R. Flum, Abraham D. Flaxman",http://arxiv.org/pdf/1612.00516v2,No journal ref found,none,stat.ML,Summary5240,1612.00599v1,2016-12-02T09:01:57Z,Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features,"Zihao Chen, Luo Luo, Zhihua Zhang",http://arxiv.org/pdf/1612.00599v1,No journal ref found,none,cs.LG,Summary5241,1612.00615v1,2016-12-02T10:13:16Z,A temporal model for multiple sclerosis course evolution,"Samuele Fiorini, Andrea Tacchino, Giampaolo Brichetto, Alessandro Verri, Annalisa Barla",http://arxiv.org/pdf/1612.00615v1,No journal ref found,none,stat.ML,Summary5242,1612.00662v1,2016-12-02T12:44:31Z,Predicting Patient State-of-Health using Sliding Window and Recurrent Classifiers,"Adam McCarthy, Christopher K. I. Williams",http://arxiv.org/pdf/1612.00662v1,No journal ref found,none,stat.ML,Summary5243,1612.00775v2,2016-12-02T17:57:04Z,A simple squared-error reformulation for ordinal classification,"Christopher Beckham, Christopher Pal",http://arxiv.org/pdf/1612.00775v2,No journal ref found,none,stat.ML,Summary5244,1612.00824v1,2016-12-02T20:23:31Z,Learning with Hierarchical Gaussian Kernels,"Ingo Steinwart, Philipp Thomann, Nico Schmid",http://arxiv.org/pdf/1612.00824v1,No journal ref found,none,stat.ML,Summary5245,1612.00841v1,2016-12-02T07:57:08Z,A Novel Framework based on SVDD to Classify Water Saturation from Seismic Attributes,"Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani",http://arxiv.org/pdf/1612.00841v1,No journal ref found,none,cs.LG,Summary5246,1612.01020v2,2016-12-03T21:22:43Z,Hypothesis Transfer Learning via Transformation Functions,"Simon Shaolei Du, Jayanth Koushik, Aarti Singh, Barnabas Poczos",http://arxiv.org/pdf/1612.01020v2,No journal ref found,none,stat.ML,Summary5247,1612.01158v1,2016-12-04T18:12:56Z,On the propriety of restricted Boltzmann machines,"Andee Kaplan, Daniel Nordman, Stephen Vardeman",http://arxiv.org/pdf/1612.01158v1,No journal ref found,none,stat.ML,Summary5248,1612.01200v1,2016-12-04T23:00:45Z,Intra-day Activity Better Predicts Chronic Conditions,"Tom Quisel, David C. Kale, Luca Foschini",http://arxiv.org/pdf/1612.01200v1,No journal ref found,none,stat.ML,Summary5249,1612.01205v1,2016-12-04T23:24:17Z,Optimal and Adaptive Off-policy Evaluation in Contextual Bandits,"Yu-Xiang Wang, Alekh Agarwal, Miroslav Dudik",http://arxiv.org/pdf/1612.01205v1,No journal ref found,none,stat.ML,Summary5250,1612.01254v1,2016-12-05T05:53:47Z,Deep Symbolic Representation Learning for Heterogeneous Time-series Classification,"Shengdong Zhang, Soheil Bahrampour, Naveen Ramakrishnan, Mohak Shah",http://arxiv.org/pdf/1612.01254v1,No journal ref found,none,cs.LG,Summary5251,1612.01414v2,2016-12-05T16:04:38Z,Sparse Label Propagation,Alexander Jung,http://arxiv.org/pdf/1612.01414v2,No journal ref found,none,cs.LG,Summary5252,1612.01474v2,2016-12-05T18:54:43Z,Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles,"Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell",http://arxiv.org/pdf/1612.01474v2,No journal ref found,none,stat.ML,Summary5253,1612.01480v1,2016-12-05T19:07:06Z,Incomplete data representation for SVM classification,"Łukasz Struski, Marek Śmieja, Jacek Tabor",http://arxiv.org/pdf/1612.01480v1,No journal ref found,none,cs.LG,Summary5254,1612.01481v1,2016-12-05T19:12:00Z,A Nonparametric Latent Factor Model For Location-Aware Video Recommendations,Ehtsham Elahi,http://arxiv.org/pdf/1612.01481v1,No journal ref found,none,stat.ML,Summary5255,1612.01988v1,2016-12-06T20:46:39Z,Local Group Invariant Representations via Orbit Embeddings,"Anant Raj, Abhishek Kumar, Youssef Mroueh, P. Thomas Fletcher, Bernhard Sch\""olkopf",http://arxiv.org/pdf/1612.01988v1,No journal ref found,none,cs.LG,Summary5256,1612.02179v1,2016-12-07T10:10:31Z,Model-based Adversarial Imitation Learning,"Nir Baram, Oron Anschel, Shie Mannor",http://arxiv.org/pdf/1612.02179v1,No journal ref found,none,stat.ML,Summary5257,1612.02192v1,2016-12-07T10:50:37Z,Fast Adaptation in Generative Models with Generative Matching Networks,"Sergey Bartunov, Dmitry P. Vetrov",http://arxiv.org/pdf/1612.02192v1,No journal ref found,none,stat.ML,Summary5258,1612.02222v1,2016-12-07T12:32:44Z,A Communication-Efficient Parallel Method for Group-Lasso,"Binghong Chen, Jun Zhu",http://arxiv.org/pdf/1612.02222v1,No journal ref found,none,cs.LG,Summary5259,1612.02295v3,2016-12-07T15:36:11Z,Large-Margin Softmax Loss for Convolutional Neural Networks,"Weiyang Liu, Yandong Wen, Zhiding Yu, Meng Yang",http://arxiv.org/pdf/1612.02295v3,No journal ref found,none,stat.ML,Summary5260,1612.02780v1,2016-12-08T19:32:04Z,Improved generator objectives for GANs,"Ben Poole, Alexander A. Alemi, Jascha Sohl-Dickstein, Anelia Angelova",http://arxiv.org/pdf/1612.02780v1,No journal ref found,none,cs.LG,Summary5261,1612.02842v3,2016-12-08T21:21:50Z,Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis,"Andrew Stevens, Yunchen Pu, Yannan Sun, Greg Spell, Lawrence Carin",http://arxiv.org/pdf/1612.02842v3,No journal ref found,none,stat.ML,Summary5262,1612.02897v1,2016-12-09T02:53:45Z,Analytical Stacked Gaussian Process Model,"Kareem Abdelfatah, Junshu Bao, Gabriel Terejanu",http://arxiv.org/pdf/1612.02897v1,No journal ref found,none,cs.LG,Summary5263,1612.03412v1,2016-12-11T14:04:33Z,Non-Redundant Spectral Dimensionality Reduction,"Yochai Blau, Tomer Michaeli",http://arxiv.org/pdf/1612.03412v1,No journal ref found,none,cs.LG,Summary5264,1612.03441v1,2016-12-11T17:26:43Z,Lock-Free Optimization for Non-Convex Problems,"Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li",http://arxiv.org/pdf/1612.03441v1,No journal ref found,none,stat.ML,Summary5265,1612.03615v1,2016-12-12T11:12:00Z,Kernel-based Reconstruction of Space-time Functions on Dynamic Graphs,"Daniel Romero, Vassilis N. Ioannidis, Georgios B. Giannakis",http://arxiv.org/pdf/1612.03615v1,No journal ref found,none,cs.LG,Summary5266,1612.03839v1,2016-12-12T18:38:40Z,Orthogonal Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD),"Miaoyan Wang, Yun S. Song",http://arxiv.org/pdf/1612.03839v1,No journal ref found,none,cs.LG,Summary5267,1612.03948v2,2016-12-12T22:05:10Z,Machine learning approach for identification of release sources in advection-diffusion systems,"Valentin G. Stanev, Filip L. Iliev, Velimir V. Vesselinov, Boian S. Alexandrov",http://arxiv.org/pdf/1612.03948v2,No journal ref found,none,cs.LG,Summary5268,1612.03950v1,2016-12-12T22:21:41Z,Sources identification using shifted non-negative matrix factorization combined with semi-supervised clustering,"Filip L. Iliev, Valentin G. Stanev, Velimir V. Vesselinov, Boian S. Alexandrov",http://arxiv.org/pdf/1612.03950v1,No journal ref found,none,cs.LG,Summary5269,1612.04021v1,2016-12-13T04:19:04Z,Generative Adversarial Parallelization,"Daniel Jiwoong Im, He Ma, Chris Dongjoo Kim, Graham Taylor",http://arxiv.org/pdf/1612.04021v1,No journal ref found,none,cs.LG,Summary5270,1612.04022v2,2016-12-13T04:22:10Z,Distributed Multi-task Relationship Learning,"Sulin Liu, Sinno Jialin Pan, Qirong Ho",http://arxiv.org/pdf/1612.04022v2,No journal ref found,none,cs.LG,Summary5271,1612.04111v1,2016-12-13T12:01:28Z,Parsimonious Online Learning with Kernels via Sparse Projections in Function Space,"Alec Koppel, Garrett Warnell, Ethan Stump, Alejandro Ribeiro",http://arxiv.org/pdf/1612.04111v1,No journal ref found,none,stat.ML,Summary5272,1612.04413v1,2016-12-13T21:52:12Z,Inferring object rankings based on noisy pairwise comparisons from multiple annotators,"Rahul Gupta, Shrikanth Narayanan",http://arxiv.org/pdf/1612.04413v1,No journal ref found,none,stat.ML,Summary5273,1612.04600v1,2016-12-14T12:33:28Z,Predicting Process Behaviour using Deep Learning,"Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke",http://arxiv.org/pdf/1612.04600v1,No journal ref found,none,cs.LG,Summary5274,1612.04853v1,2016-12-14T21:45:14Z,Constraint Selection in Metric Learning,Hoel Le Capitaine,http://arxiv.org/pdf/1612.04853v1,No journal ref found,none,cs.LG,Summary5275,1612.04899v1,2016-12-15T01:00:45Z,Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization,"Sunil Thulasidasan, Jeffrey Bilmes",http://arxiv.org/pdf/1612.04899v1,No journal ref found,none,stat.ML,Summary5276,1612.05730v2,2016-12-17T11:00:49Z,Towards Wide Learning: Experiments in Healthcare,"Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal, Utpal Garain",http://arxiv.org/pdf/1612.05730v2,No journal ref found,none,stat.ML,Summary5277,1612.05740v1,2016-12-17T11:57:45Z,"Machine Learning, Linear and Bayesian Models for Logistic Regression in Failure Detection Problems",B. Pavlyshenko,http://arxiv.org/pdf/1612.05740v1,No journal ref found,none,cs.LG,Summary5278,1612.05888v1,2016-12-18T10:21:20Z,Building Diversified Multiple Trees for Classification in High Dimensional Noise Data,"Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green",http://arxiv.org/pdf/1612.05888v1,No journal ref found,none,cs.LG,Summary5279,1612.06003v1,2016-12-18T22:14:36Z,Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization,"Bin Gu, Zhouyuan Huo, Heng Huang",http://arxiv.org/pdf/1612.06003v1,No journal ref found,none,cs.LG,Summary5280,1612.06083v1,2016-12-19T09:08:59Z,Hierarchical Partitioning of the Output Space in Multi-label Data,"Yannis Papanikolaou, Ioannis Katakis, Grigorios Tsoumakas",http://arxiv.org/pdf/1612.06083v1,No journal ref found,none,stat.ML,Summary5281,1612.06246v2,2016-12-19T16:17:56Z,Corralling a Band of Bandit Algorithms,"Alekh Agarwal, Haipeng Luo, Behnam Neyshabur, Robert E. Schapire",http://arxiv.org/pdf/1612.06246v2,No journal ref found,none,cs.LG,Summary5282,1612.06470v1,2016-12-20T01:07:04Z,Randomized Clustered Nystrom for Large-Scale Kernel Machines,"Farhad Pourkamali-Anaraki, Stephen Becker",http://arxiv.org/pdf/1612.06470v1,No journal ref found,none,stat.ML,Summary5283,1612.06598v1,2016-12-20T10:39:45Z,WoCE: a framework for clustering ensemble by exploiting the wisdom of Crowds theory,"Muhammad Yousefnezhad, Sheng-Jun Huang, Daoqiang Zhang",http://arxiv.org/pdf/1612.06598v1,No journal ref found,none,stat.ML,Summary5284,1612.06676v2,2016-12-20T14:24:49Z,Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model,"Pavel Filonov, Andrey Lavrentyev, Artem Vorontsov",http://arxiv.org/pdf/1612.06676v2,No journal ref found,none,cs.LG,Summary5285,1612.07019v1,2016-12-21T09:10:48Z,Robust Learning with Kernel Mean p-Power Error Loss,"Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng",http://arxiv.org/pdf/1612.07019v1,No journal ref found,none,stat.ML,Summary5286,1612.07374v1,2016-12-21T22:43:08Z,Detecting Unusual Input-Output Associations in Multivariate Conditional Data,"Charmgil Hong, Milos Hauskrecht",http://arxiv.org/pdf/1612.07374v1,No journal ref found,none,cs.LG,Summary5287,1612.07454v1,2016-12-22T06:17:01Z,How to Train Your Deep Neural Network with Dictionary Learning,"Vanika Singhal, Shikha Singh, Angshul Majumdar",http://arxiv.org/pdf/1612.07454v1,No journal ref found,none,cs.LG,Summary5288,1612.07597v1,2016-12-22T13:53:42Z,Finding Statistically Significant Attribute Interactions,"Andreas Henelius, Antti Ukkonen, Kai Puolamäki",http://arxiv.org/pdf/1612.07597v1,No journal ref found,none,stat.ML,Summary5289,1612.07640v1,2016-12-16T04:56:30Z,Deep Learning and Its Applications to Machine Health Monitoring: A Survey,"Rui Zhao, Ruqiang Yan, Zhenghua Chen, Kezhi Mao, Peng Wang, Robert X. Gao",http://arxiv.org/pdf/1612.07640v1,No journal ref found,none,cs.LG,Summary5290,1612.07659v1,2016-12-22T15:53:57Z,Structured Sequence Modeling with Graph Convolutional Recurrent Networks,"Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson",http://arxiv.org/pdf/1612.07659v1,No journal ref found,none,stat.ML,Summary5291,1612.07857v1,2016-12-23T02:28:04Z,Human Action Attribute Learning From Video Data Using Low-Rank Representations,"Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa",http://arxiv.org/pdf/1612.07857v1,No journal ref found,none,stat.ML,Summary5292,1612.07976v2,2016-12-23T14:07:01Z,DeMIAN: Deep Modality Invariant Adversarial Network,"Kuniaki Saito, Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada",http://arxiv.org/pdf/1612.07976v2,No journal ref found,none,cs.LG,Summary5293,1612.07993v1,2016-12-23T15:02:54Z,RSSL: Semi-supervised Learning in R,Jesse H. Krijthe,http://arxiv.org/pdf/1612.07993v1,No journal ref found,none,stat.ML,Summary5294,1612.08082v1,2016-12-23T20:29:52Z,Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features,"Onur Atan, William R. Zame, Qiaojun Feng, Mihaela van der Schaar",http://arxiv.org/pdf/1612.08082v1,No journal ref found,none,stat.ML,Summary5295,1612.08388v1,2016-12-26T14:25:32Z,Clustering Algorithms: A Comparative Approach,"Mayra Z. Rodriguez, Cesar H. Comin, Dalcimar Casanova, Odemir M. Bruno, Diego R. Amancio, Francisco A. Rodrigues, Luciano da F. Costa",http://arxiv.org/pdf/1612.08388v1,No journal ref found,none,cs.LG,Summary5296,1612.08425v2,2016-12-26T18:47:11Z,Unsupervised Learning for Computational Phenotyping,Chris Hodapp,http://arxiv.org/pdf/1612.08425v2,No journal ref found,none,stat.ML,Summary5297,1612.08498v1,2016-12-27T04:38:28Z,Steerable CNNs,"Taco S. Cohen, Max Welling",http://arxiv.org/pdf/1612.08498v1,No journal ref found,none,cs.LG,Summary5298,1612.08650v1,2016-12-27T14:57:22Z,Reproducible Pattern Recognition Research: The Case of Optimistic SSL,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1612.08650v1,No journal ref found,none,stat.ML,Summary5299,1612.08714v2,2016-12-27T19:39:23Z,Clustering with Confidence: Finding Clusters with Statistical Guarantees,"Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou",http://arxiv.org/pdf/1612.08714v2,No journal ref found,none,stat.ML,Summary5300,1612.08875v1,2016-12-28T13:17:07Z,The Pessimistic Limits of Margin-based Losses in Semi-supervised Learning,"Jesse H. Krijthe, Marco Loog",http://arxiv.org/pdf/1612.08875v1,No journal ref found,none,stat.ML,Summary5301,1612.09007v1,2016-12-28T23:43:27Z,A Deep Learning Approach To Multiple Kernel Fusion,"Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Andreas Spanias",http://arxiv.org/pdf/1612.09007v1,No journal ref found,none,stat.ML,Summary5302,1612.09076v1,2016-12-29T08:53:20Z,Selecting Bases in Spectral learning of Predictive State Representations via Model Entropy,"Yunlong Liu, Hexing Zhu",http://arxiv.org/pdf/1612.09076v1,No journal ref found,none,cs.LG,Summary5303,1612.09283v1,2016-12-29T20:40:52Z,Generalized Intersection Kernel,Ping Li,http://arxiv.org/pdf/1612.09283v1,No journal ref found,none,stat.ML,Summary5304,1612.09328v1,2016-12-29T22:02:53Z,The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process,"Hongyuan Mei, Jason Eisner",http://arxiv.org/pdf/1612.09328v1,No journal ref found,none,cs.LG,Summary5305,1701.00167v1,2016-12-31T21:17:08Z,Very Fast Kernel SVM under Budget Constraints,David Picard,http://arxiv.org/pdf/1701.00167v1,No journal ref found,none,stat.ML,Summary5306,1701.00251v1,2017-01-01T15:18:13Z,Outlier Robust Online Learning,"Jiashi Feng, Huan Xu, Shie Mannor",http://arxiv.org/pdf/1701.00251v1,No journal ref found,none,cs.LG,Summary5307,1701.00299v1,2017-01-02T00:09:14Z,Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution,"Lanlan Liu, Jia Deng",http://arxiv.org/pdf/1701.00299v1,No journal ref found,none,cs.LG,Summary5308,1701.00677v1,2017-01-03T12:33:53Z,New Methods of Enhancing Prediction Accuracy in Linear Models with Missing Data,"Mohammad Amin Fakharian, Ashkan Esmaeili, Farokh Marvasti",http://arxiv.org/pdf/1701.00677v1,No journal ref found,none,stat.ML,Summary5309,1701.00903v1,2017-01-04T05:53:46Z,An Interval-Based Bayesian Generative Model for Human Complex Activity Recognition,"Li Liu, Yongzhong Yang, Lakshmi Narasimhan Govindarajan, Shu Wang, Bin Hu, Li Cheng, David S. Rosenblum",http://arxiv.org/pdf/1701.00903v1,No journal ref found,none,stat.ML,Summary5310,1701.01095v1,2017-01-04T18:20:47Z,Estimating Quality in User-Guided Multi-Objective Bandits Optimization,"Audrey Durand, Christian Gagné",http://arxiv.org/pdf/1701.01095v1,No journal ref found,none,cs.LG,Summary5311,1701.01293v1,2017-01-05T12:33:19Z,OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML,"Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl",http://arxiv.org/pdf/1701.01293v1,No journal ref found,none,stat.ML,Summary5312,1701.02046v1,2017-01-09T01:20:55Z,Tunable GMM Kernels,Ping Li,http://arxiv.org/pdf/1701.02046v1,No journal ref found,none,stat.ML,Summary5313,1701.02291v2,2017-01-09T18:29:07Z,QuickNet: Maximizing Efficiency and Efficacy in Deep Architectures,Tapabrata Ghosh,http://arxiv.org/pdf/1701.02291v2,No journal ref found,none,cs.LG,Summary5314,1701.02386v1,2017-01-09T23:19:28Z,AdaGAN: Boosting Generative Models,"Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet, Carl-Johann Simon-Gabriel, Bernhard Schölkopf",http://arxiv.org/pdf/1701.02386v1,No journal ref found,none,stat.ML,Summary5315,1701.02511v2,2017-01-10T10:42:25Z,Heterogeneous Unsupervised Cross-domain Transfer Learning,"Feng Liu, Guanquan Zhang, Haiyan Lu, Jie Lu",http://arxiv.org/pdf/1701.02511v2,No journal ref found,none,cs.LG,Summary5316,1701.02804v1,2017-01-07T03:44:54Z,Similarity Function Tracking using Pairwise Comparisons,"Kristjan Greenewald, Stephen Kelley, Brandon Oselio, Alfred O. Hero III",http://arxiv.org/pdf/1701.02804v1,No journal ref found,none,stat.ML,Summary5317,1701.02960v1,2017-01-11T13:08:52Z,Slow mixing for Latent Dirichlet allocation,Johan Jonasson,http://arxiv.org/pdf/1701.02960v1,No journal ref found,none,cs.LG,Summary5318,1701.03006v1,2017-01-11T15:18:18Z,Compressive Sensing via Convolutional Factor Analysis,"Xin Yuan, Yunchen Pu, Lawrence Carin",http://arxiv.org/pdf/1701.03006v1,No journal ref found,none,stat.ML,Summary5319,1701.03212v1,2017-01-12T02:22:45Z,Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification,"Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis G. Banerjee",http://arxiv.org/pdf/1701.03212v1,No journal ref found,none,stat.ML,Summary5320,1701.03655v2,2017-01-13T13:06:47Z,Dictionary Learning from Incomplete Data,"Valeriya Naumova, Karin Schnass",http://arxiv.org/pdf/1701.03655v2,No journal ref found,none,cs.LG,Summary5321,1701.03743v1,2017-01-13T17:28:09Z,Truncation-free Hybrid Inference for DPMM,Arnim Bleier,http://arxiv.org/pdf/1701.03743v1,No journal ref found,none,cs.LG,Summary5322,1701.03918v1,2017-01-14T13:26:39Z,Marked Temporal Dynamics Modeling based on Recurrent Neural Network,"Yongqing Wang, Shenghua Liu, Huawei Shen, Xueqi Cheng",http://arxiv.org/pdf/1701.03918v1,No journal ref found,none,cs.LG,Summary5323,1701.04245v3,2017-01-16T11:22:38Z,Learning Traffic as Images: A Deep Convolution Neural Network for Large-scale Transportation Network Speed Prediction,"Xiaolei Ma, Zhuang Dai, Zhengbing He, Jihui Na, Yong Wang, Yunpeng Wang",http://arxiv.org/pdf/1701.04245v3,No journal ref found,none,cs.LG,Summary5324,1701.04355v1,2017-01-16T17:02:31Z,Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection,"Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch",http://arxiv.org/pdf/1701.04355v1,No journal ref found,none,cs.LG,Summary5325,1701.04489v1,2017-01-16T23:57:33Z,Towards a New Interpretation of Separable Convolutions,Tapabrata Ghosh,http://arxiv.org/pdf/1701.04489v1,No journal ref found,none,cs.LG,Summary5326,1701.04516v1,2017-01-17T02:55:51Z,On The Construction of Extreme Learning Machine for Online and Offline One-Class Classification - An Expanded Toolbox,"Chandan Gautam, Aruna Tiwari, Qian Leng",http://arxiv.org/pdf/1701.04516v1,No journal ref found,none,cs.LG,Summary5327,1701.04724v2,2017-01-17T15:19:44Z,On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes,"Nguyen Tran Quang, Alexander Jung",http://arxiv.org/pdf/1701.04724v2,No journal ref found,none,cs.LG,Summary5328,1701.04862v1,2017-01-17T20:46:21Z,Towards Principled Methods for Training Generative Adversarial Networks,"Martin Arjovsky, Léon Bottou",http://arxiv.org/pdf/1701.04862v1,No journal ref found,none,stat.ML,Summary5329,1701.04869v2,2017-01-17T21:15:56Z,3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds,"Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent",http://arxiv.org/pdf/1701.04869v2,No journal ref found,none,cs.LG,Summary5330,1701.04944v5,2017-01-18T05:07:03Z,A Machine Learning Alternative to P-values,"Min Lu, Hemant Ishwaran",http://arxiv.org/pdf/1701.04944v5,No journal ref found,none,stat.ML,Summary5331,1701.04968v1,2017-01-18T06:49:03Z,Multilayer Perceptron Algebra,Zhao Peng,http://arxiv.org/pdf/1701.04968v1,No journal ref found,none,stat.ML,Summary5332,1701.05265v1,2017-01-19T00:42:01Z,Online Structure Learning for Sum-Product Networks with Gaussian Leaves,"Wilson Hsu, Agastya Kalra, Pascal Poupart",http://arxiv.org/pdf/1701.05265v1,No journal ref found,none,stat.ML,Summary5333,1701.05335v1,2017-01-19T08:55:20Z,On the Existence of Kernel Function for Kernel-Trick of k-Means,Mieczysław A. Kłopotek,http://arxiv.org/pdf/1701.05335v1,No journal ref found,none,cs.LG,Summary5334,1701.05369v2,2017-01-19T10:44:55Z,Variational Dropout Sparsifies Deep Neural Networks,"Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov",http://arxiv.org/pdf/1701.05369v2,No journal ref found,none,stat.ML,Summary5335,1701.05517v1,2017-01-19T17:29:06Z,PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications,"Tim Salimans, Andrej Karpathy, Xi Chen, Diederik P. Kingma",http://arxiv.org/pdf/1701.05517v1,No journal ref found,none,cs.LG,Summary5336,1701.05573v1,2017-01-19T19:28:37Z,Poisson--Gamma Dynamical Systems,"Aaron Schein, Mingyuan Zhou, Hanna Wallach",http://arxiv.org/pdf/1701.05573v1,No journal ref found,none,stat.ML,Summary5337,1701.05644v1,2017-01-19T23:43:54Z,Rare Disease Physician Targeting: A Factor Graph Approach,"Yong Cai, Yunlong Wang, Dong Dai",http://arxiv.org/pdf/1701.05644v1,No journal ref found,none,stat.ML,Summary5338,1701.06106v2,2017-01-22T00:35:24Z,Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World,"Sahil Garg, Irina Rish, Guillermo Cecchi, Aurelie Lozano",http://arxiv.org/pdf/1701.06106v2,No journal ref found,none,cs.LG,Summary5339,1701.06421v1,2017-01-23T14:45:20Z,Comparative study on supervised learning methods for identifying phytoplankton species,"Thi-Thu-Hong Phan, Emilie Poisson Caillault, André Bigand",http://arxiv.org/pdf/1701.06421v1,"2016 IEEE Sixth International Conference on Communications and Electronics (ICCE), Jul 2016, Ha Long, Vietnam. pp.283 - 288, 2016",none,stat.ML,Summary5340,1701.06511v1,2017-01-23T17:14:02Z,Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification,"Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Franck Iutzeler, Yury Maximov",http://arxiv.org/pdf/1701.06511v1,No journal ref found,none,stat.ML,Summary5341,1701.06655v1,2017-01-23T22:20:47Z,Patchwork Kriging for Large-scale Gaussian Process Regression,"Chiwoo Park, Daniel Apley",http://arxiv.org/pdf/1701.06655v1,No journal ref found,none,cs.LG,Summary5342,1701.07194v1,2017-01-25T07:43:13Z,Privileged Multi-label Learning,"Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao",http://arxiv.org/pdf/1701.07194v1,No journal ref found,none,stat.ML,Summary5343,1701.07266v1,2017-01-25T11:18:18Z,k*-Nearest Neighbors: From Global to Local,"Oren Anava, Kfir Y. Levy",http://arxiv.org/pdf/1701.07266v1,No journal ref found,none,stat.ML,Summary5344,1701.07422v2,2017-01-25T18:49:45Z,An Iterative Algorithm for Sparse Recovery of Missing Image Samples Using a New Similarity Index,"Amirhossein Javaheri, Hadi Zayyani, Farokh Marvasti",http://arxiv.org/pdf/1701.07422v2,No journal ref found,none,cs.LG,Summary5345,1701.07474v1,2017-01-25T20:25:29Z,Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding,"Zhengping Che, Yu Cheng, Zhaonan Sun, Yan Liu",http://arxiv.org/pdf/1701.07474v1,No journal ref found,none,cs.LG,Summary5346,1701.07761v1,2017-01-26T16:23:39Z,A theoretical framework for evaluating forward feature selection methods based on mutual information,"Francisco Macedo, M. Rosário Oliveira, António Pacheco, Rui Valadas",http://arxiv.org/pdf/1701.07761v1,No journal ref found,none,stat.ML,Summary5347,1701.07767v1,2017-01-26T16:38:00Z,Riemannian-geometry-based modeling and clustering of network-wide non-stationary time series: The brain-network case,"Konstantinos Slavakis, Shiva Salsabilian, David S. Wack, Sarah F. Muldoon, Henry E. Baidoo-Williams, Jean M. Vettel, Matthew Cieslak, Scott T. Grafton",http://arxiv.org/pdf/1701.07767v1,No journal ref found,none,cs.LG,Summary5348,1701.07808v2,2017-01-26T18:37:34Z,Linear convergence of SDCA in statistical estimation,"Chao Qu, Huan Xu",http://arxiv.org/pdf/1701.07808v2,No journal ref found,none,stat.ML,Summary5349,1701.07875v1,2017-01-26T21:10:29Z,Wasserstein GAN,"Martin Arjovsky, Soumith Chintala, Léon Bottou",http://arxiv.org/pdf/1701.07875v1,No journal ref found,none,stat.ML,Summary5350,1701.07953v1,2017-01-27T06:17:14Z,The Price of Differential Privacy For Online Learning,"Naman Agarwal, Karan Singh",http://arxiv.org/pdf/1701.07953v1,No journal ref found,none,cs.LG,Summary5351,1701.08473v2,2017-01-30T03:47:44Z,Model-based Classification and Novelty Detection For Point Pattern Data,"Ba-Ngu Vo, Quang N. Tran, Dinh Phung, Ba-Tuong Vo",http://arxiv.org/pdf/1701.08473v2,No journal ref found,none,cs.LG,Summary5352,1701.08795v2,2017-01-30T19:37:21Z,Dynamic Task Allocation for Crowdsourcing Settings,"Angela Zhou, Irineo Cabreros, Karan Singh",http://arxiv.org/pdf/1701.08795v2,No journal ref found,none,cs.LG,Summary5353,1701.08840v1,2017-01-30T21:56:18Z,Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning,"André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben",http://arxiv.org/pdf/1701.08840v1,No journal ref found,none,cs.LG,Summary5354,1701.08946v1,2017-01-31T08:51:59Z,Variable selection for clustering with Gaussian mixture models: state of the art,"Abdelghafour Talibi, Boujemâa Achchab, Rafik Lasri",http://arxiv.org/pdf/1701.08946v1,No journal ref found,none,stat.ML,Summary5355,1701.09177v2,2017-01-31T18:42:19Z,A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering,"Hongteng Xu, Hongyuan Zha",http://arxiv.org/pdf/1701.09177v2,No journal ref found,none,cs.LG,Summary5356,1702.00177v1,2017-02-01T09:41:52Z,PCA-Initialized Deep Neural Networks Applied To Document Image Analysis,"Mathias Seuret, Michele Alberti, Rolf Ingold, Marcus Liwicki",http://arxiv.org/pdf/1702.00177v1,No journal ref found,none,cs.LG,Summary5357,1702.00518v1,2017-02-02T01:22:18Z,Recovering True Classifier Performance in Positive-Unlabeled Learning,"Shantanu Jain, Martha White, Predrag Radivojac",http://arxiv.org/pdf/1702.00518v1,No journal ref found,none,stat.ML,Summary5358,1702.01226v1,2017-02-04T02:23:55Z,Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective,"Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu",http://arxiv.org/pdf/1702.01226v1,No journal ref found,none,cs.LG,Summary5359,1702.01229v1,2017-02-04T03:06:01Z,Simple to Complex Cross-modal Learning to Rank,"Minnan Luo, Xiaojun Chang, Yi Yang, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng",http://arxiv.org/pdf/1702.01229v1,No journal ref found,none,cs.LG,Summary5360,1702.01268v1,2017-02-04T11:18:53Z,"Network-based methods for outcome prediction in the ""sample space""",Jessica Gliozzo,http://arxiv.org/pdf/1702.01268v1,No journal ref found,none,cs.LG,Summary5361,1702.01824v1,2017-02-06T23:46:40Z,Learning similarity preserving representations with neural similarity encoders,"Franziska Horn, Klaus-Robert Müller",http://arxiv.org/pdf/1702.01824v1,No journal ref found,none,stat.ML,Summary5362,1702.01935v1,2017-02-07T09:24:26Z,Sparse Algorithm for Robust LSSVM in Primal Space,"Li Chen, Shuisheng Zhou",http://arxiv.org/pdf/1702.01935v1,No journal ref found,none,cs.LG,Summary5363,1702.01992v1,2017-02-07T13:05:19Z,Gated Multimodal Units for Information Fusion,"John Arevalo, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González",http://arxiv.org/pdf/1702.01992v1,No journal ref found,none,stat.ML,Summary5364,1702.01997v1,2017-02-07T13:16:05Z,Truncated Variational EM for Semi-Supervised Neural Simpletrons,"Dennis Forster, Jörg Lücke",http://arxiv.org/pdf/1702.01997v1,No journal ref found,none,stat.ML,Summary5365,1702.02262v1,2017-02-08T03:21:22Z,Clustering For Point Pattern Data,"Quang N. Tran, Ba-Ngu Vo, Dinh Phung, Ba-Tuong Vo",http://arxiv.org/pdf/1702.02262v1,No journal ref found,none,cs.LG,Summary5366,1702.02530v1,2017-02-08T17:21:05Z,Learning detectors of malicious web requests for intrusion detection in network traffic,"Lukas Machlica, Karel Bartos, Michal Sofka",http://arxiv.org/pdf/1702.02530v1,No journal ref found,none,stat.ML,Summary5367,1702.02555v2,2017-02-08T18:34:15Z,A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances,"Matt Parker, Colin Parker",http://arxiv.org/pdf/1702.02555v2,No journal ref found,none,stat.ML,Summary5368,1702.02828v1,2017-02-09T13:34:21Z,Minimax Lower Bounds for Ridge Combinations Including Neural Nets,"Jason M. Klusowski, Andrew R. Barron",http://arxiv.org/pdf/1702.02828v1,No journal ref found,none,stat.ML,Summary5369,1702.02849v1,2017-02-09T14:44:49Z,Coordinated Online Learning With Applications to Learning User Preferences,"Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause",http://arxiv.org/pdf/1702.02849v1,No journal ref found,none,cs.LG,Summary5370,1702.03307v1,2017-02-10T19:21:02Z,Generative Mixture of Networks,"Ershad Banijamali, Ali Ghodsi, Pascal Poupart",http://arxiv.org/pdf/1702.03307v1,No journal ref found,none,cs.LG,Summary5371,1702.03334v1,2017-02-10T21:58:40Z,Batch Policy Gradient Methods for Improving Neural Conversation Models,"Kirthevasan Kandasamy, Yoram Bachrach, Ryota Tomioka, Daniel Tarlow, David Carter",http://arxiv.org/pdf/1702.03334v1,No journal ref found,none,stat.ML,Summary5372,1702.04008v1,2017-02-13T22:54:18Z,Soft Weight-Sharing for Neural Network Compression,"Karen Ullrich, Edward Meeds, Max Welling",http://arxiv.org/pdf/1702.04008v1,No journal ref found,none,stat.ML,Summary5373,1702.04013v1,2017-02-13T23:04:31Z,Is a Data-Driven Approach still Better than Random Choice with Naive Bayes classifiers?,"Piotr Szymański, Tomasz Kajdanowicz",http://arxiv.org/pdf/1702.04013v1,No journal ref found,none,cs.LG,Summary5374,1702.04121v1,2017-02-14T09:06:07Z,Practical Learning of Predictive State Representations,"Carlton Downey, Ahmed Hefny, Geoffrey Gordon",http://arxiv.org/pdf/1702.04121v1,No journal ref found,none,stat.ML,Summary5375,1702.04415v1,2017-02-14T22:59:32Z,Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing,"Feng Mao, Edgar Blanco, Mingang Fu, Rohit Jain, Anurag Gupta, Sebastien Mancel, Rong Yuan, Stephen Guo, Sai Kumar, Yayang Tian",http://arxiv.org/pdf/1702.04415v1,No journal ref found,none,cs.LG,Summary5376,1702.04684v1,2017-02-15T17:01:08Z,Nearest Labelset Using Double Distances for Multi-label Classification,"Hyukjun Gweon, Matthias Schonlau, Stefan Steiner",http://arxiv.org/pdf/1702.04684v1,No journal ref found,none,stat.ML,Summary5377,1702.04832v1,2017-02-16T01:07:17Z,Dynamic Partition Models,"Marc Goessling, Yali Amit",http://arxiv.org/pdf/1702.04832v1,No journal ref found,none,stat.ML,Summary5378,1702.05137v1,2017-02-16T19:59:40Z,Semi-supervised Learning for Discrete Choice Models,"Jie Yang, Sergey Shebalov, Diego Klabjan",http://arxiv.org/pdf/1702.05137v1,No journal ref found,none,stat.ML,Summary5379,1702.05186v1,2017-02-16T23:42:02Z,The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime,"Max Simchowitz, Kevin Jamieson, Benjamin Recht",http://arxiv.org/pdf/1702.05186v1,No journal ref found,none,cs.LG,Summary5380,1702.05192v1,2017-02-17T00:00:38Z,Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction,"Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich, Dario Pompili",http://arxiv.org/pdf/1702.05192v1,No journal ref found,none,cs.LG,Summary5381,1702.05538v1,2017-02-17T23:13:15Z,Dataset Augmentation in Feature Space,"Terrance DeVries, Graham W. Taylor",http://arxiv.org/pdf/1702.05538v1,No journal ref found,none,stat.ML,Summary5382,1702.05581v1,2017-02-18T07:26:08Z,Revisiting Perceptron: Efficient and Label-Optimal Active Learning of Halfspaces,"Songbai Yan, Chicheng Zhang",http://arxiv.org/pdf/1702.05581v1,No journal ref found,none,cs.LG,Summary5383,1702.05815v1,2017-02-19T22:59:12Z,Compressive Embedding and Visualization using Graphs,"Johan Paratte, Nathanaël Perraudin, Pierre Vandergheynst",http://arxiv.org/pdf/1702.05815v1,No journal ref found,none,cs.LG,Summary5384,1702.06103v1,2017-02-20T18:43:05Z,An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits,"Yevgeny Seldin, Gábor Lugosi",http://arxiv.org/pdf/1702.06103v1,No journal ref found,none,cs.LG,Summary5385,1702.06295v3,2017-02-21T09:01:46Z,Convolution Aware Initialization,Armen Aghajanyan,http://arxiv.org/pdf/1702.06295v3,No journal ref found,none,cs.LG,Summary5386,1702.06354v1,2017-02-21T12:37:35Z,Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation,"Makoto Yamada, Song Liu, Samuel Kaski",http://arxiv.org/pdf/1702.06354v1,No journal ref found,none,stat.ML,Summary5387,1702.06385v1,2017-02-21T13:59:23Z,Causal Inference on Multivariate Mixed-Type Data by Minimum Description Length,"Alexander Marx, Jilles Vreeken",http://arxiv.org/pdf/1702.06385v1,No journal ref found,none,stat.ML,Summary5388,1702.06457v2,2017-02-21T16:04:10Z,A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe,"Francesco Locatello, Rajiv Khanna, Michael Tschannen, Martin Jaggi",http://arxiv.org/pdf/1702.06457v2,No journal ref found,none,cs.LG,Summary5389,1702.06533v1,2017-02-21T04:23:41Z,Stochastic Canonical Correlation Analysis,"Chao Gao, Dan Garber, Nathan Srebro, Jialei Wang, Weiran Wang",http://arxiv.org/pdf/1702.06533v1,No journal ref found,none,cs.LG,Summary5390,1702.06602v1,2017-02-21T22:05:13Z,Exemplar-Centered Supervised Shallow Parametric Data Embedding,"Martin Renqiang Min, Hongyu Guo, Dongjin Song",http://arxiv.org/pdf/1702.06602v1,No journal ref found,none,cs.LG,Summary5391,1702.06676v1,2017-02-22T04:50:47Z,Counterfactual Control for Free from Generative Models,"Nicholas Guttenberg, Yen Yu, Ryota Kanai",http://arxiv.org/pdf/1702.06676v1,No journal ref found,none,cs.LG,Summary5392,1702.06818v1,2017-02-22T14:45:02Z,Stochastic Approximation for Canonical Correlation Analysis,"Raman Arora, Teodor V. Marinov, Poorya Mianjy",http://arxiv.org/pdf/1702.06818v1,No journal ref found,none,cs.LG,Summary5393,1702.06832v1,2017-02-22T15:11:25Z,Adversarial examples for generative models,"Jernej Kos, Ian Fischer, Dawn Song",http://arxiv.org/pdf/1702.06832v1,No journal ref found,none,stat.ML,Summary5394,1702.06899v1,2017-02-22T17:17:26Z,liquidSVM: A Fast and Versatile SVM package,"Ingo Steinwart, Philipp Thomann",http://arxiv.org/pdf/1702.06899v1,No journal ref found,none,stat.ML,Summary5395,1702.06976v1,2017-02-22T19:27:38Z,Heavy-Tailed Analogues of the Covariance Matrix for ICA,"Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher",http://arxiv.org/pdf/1702.06976v1,No journal ref found,none,cs.LG,Summary5396,1702.07021v1,2017-02-22T21:54:12Z,One Size Fits Many: Column Bundle for Multi-X Learning,"Trang Pham, Truyen Tran, Svetha Venkatesh",http://arxiv.org/pdf/1702.07021v1,No journal ref found,none,stat.ML,Summary5397,1702.07121v1,2017-02-23T07:44:43Z,Consistent On-Line Off-Policy Evaluation,"Assaf Hallak, Shie Mannor",http://arxiv.org/pdf/1702.07121v1,No journal ref found,none,stat.ML,Summary5398,1702.07125v1,2017-02-23T07:59:22Z,Automatic Representation for Lifetime Value Recommender Systems,"Assaf Hallak, Yishay Mansour, Elad Yom-Tov",http://arxiv.org/pdf/1702.07125v1,No journal ref found,none,stat.ML,Summary5399,1702.07274v2,2017-02-23T16:03:30Z,Rotting Bandits,"Nir Levine, Koby Crammer, Shie Mannor",http://arxiv.org/pdf/1702.07274v2,No journal ref found,none,stat.ML,Summary5400,1702.07305v1,2017-02-23T17:46:22Z,Online Multiclass Boosting,"Young Hun Jung, Ambuj Tewari",http://arxiv.org/pdf/1702.07305v1,No journal ref found,none,stat.ML,Summary5401,1702.07306v1,2017-02-23T17:46:39Z,Causal Discovery Using Proxy Variables,"Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz",http://arxiv.org/pdf/1702.07306v1,No journal ref found,none,stat.ML,Summary5402,1702.07360v2,2017-02-23T19:02:32Z,Neural Decision Trees,Randall Balestriero,http://arxiv.org/pdf/1702.07360v2,No journal ref found,none,stat.ML,Summary5403,1702.07463v2,2017-02-24T04:55:44Z,Sequence Modeling via Segmentations,"Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng",http://arxiv.org/pdf/1702.07463v2,No journal ref found,none,stat.ML,Summary5404,1702.07552v2,2017-02-24T12:06:47Z,Learning Rates for Kernel-Based Expectile Regression,"Muhammad Farooq, Ingo Steinwart",http://arxiv.org/pdf/1702.07552v2,No journal ref found,none,stat.ML,Summary5405,1702.07780v1,2017-02-24T22:00:41Z,Changing Model Behavior at Test-Time Using Reinforcement Learning,"Augustus Odena, Dieterich Lawson, Christopher Olah",http://arxiv.org/pdf/1702.07780v1,No journal ref found,none,stat.ML,Summary5406,1702.07790v1,2017-02-24T22:30:29Z,Activation Ensembles for Deep Neural Networks,"Mark Harmon, Diego Klabjan",http://arxiv.org/pdf/1702.07790v1,No journal ref found,none,stat.ML,Summary5407,1702.07798v1,2017-02-24T23:20:03Z,Rank-to-engage: New Listwise Approaches to Maximize Engagement,"Swayambhoo Jain, Akshay Soni, Nikolay Laptev, Yashar Mehdad",http://arxiv.org/pdf/1702.07798v1,No journal ref found,none,stat.ML,Summary5408,1702.07933v1,2017-02-25T18:00:57Z,Efficient Learning of Graded Membership Models,"Zilong Tan, Sayan Mukherjee",http://arxiv.org/pdf/1702.07933v1,No journal ref found,none,cs.LG,Summary5409,1702.07956v2,2017-02-25T22:45:20Z,Generative Adversarial Active Learning,"Jia-Jie Zhu, José Bento",http://arxiv.org/pdf/1702.07956v2,No journal ref found,none,cs.LG,Summary5410,1702.07958v1,2017-02-25T23:15:55Z,Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret,"Alina Beygelzimer, Francesco Orabona, Chicheng Zhang",http://arxiv.org/pdf/1702.07958v1,No journal ref found,none,cs.LG,Summary5411,1702.07976v1,2017-02-26T02:14:05Z,Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection,"Mert Al, Shibiao Wan, Sun-Yuan Kung",http://arxiv.org/pdf/1702.07976v1,No journal ref found,none,stat.ML,Summary5412,1702.08000v1,2017-02-26T08:24:11Z,Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems,"Rahul Singh, Taposh Banerjee",http://arxiv.org/pdf/1702.08000v1,No journal ref found,none,stat.ML,Summary5413,1702.08019v1,2017-02-26T10:38:39Z,"Support vector machine and its bias correction in high-dimension, low-sample-size settings","Yugo Nakayama, Kazuyoshi Yata, Makoto Aoshima",http://arxiv.org/pdf/1702.08019v1,No journal ref found,none,stat.ML,Summary5414,1702.08235v1,2017-02-27T11:16:54Z,Variational Inference using Implicit Distributions,Ferenc Huszár,http://arxiv.org/pdf/1702.08235v1,No journal ref found,none,stat.ML,Summary5415,1702.08249v1,2017-02-27T12:03:41Z,Uniform Deviation Bounds for Unbounded Loss Functions like k-Means,"Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause",http://arxiv.org/pdf/1702.08249v1,No journal ref found,none,stat.ML,Summary5416,1702.08343v1,2017-02-27T16:01:46Z,Approximate Inference with Amortised MCMC,"Yingzhen Li, Richard E. Turner, Qiang Liu",http://arxiv.org/pdf/1702.08343v1,No journal ref found,none,stat.ML,Summary5417,1702.08359v1,2017-02-27T16:31:48Z,Dynamic Word Embeddings via Skip-Gram Filtering,"Robert Bamler, Stephan Mandt",http://arxiv.org/pdf/1702.08359v1,No journal ref found,none,stat.ML,Summary5418,1702.08396v1,2017-02-27T17:43:34Z,Learning Hierarchical Features from Generative Models,"Shengjia Zhao, Jiaming Song, Stefano Ermon",http://arxiv.org/pdf/1702.08396v1,No journal ref found,none,cs.LG,Summary5419,1702.08398v1,2017-02-27T17:46:30Z,McGan: Mean and Covariance Feature Matching GAN,"Youssef Mroueh, Tom Sercu, Vaibhava Goel",http://arxiv.org/pdf/1702.08398v1,No journal ref found,none,cs.LG,Summary5420,1702.08431v1,2017-02-27T18:51:41Z,Boundary-Seeking Generative Adversarial Networks,"R Devon Hjelm, Athul Paul Jacob, Tong Che, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1702.08431v1,No journal ref found,none,stat.ML,Summary5421,1702.08530v1,2017-02-27T21:04:05Z,Semi-parametric Network Structure Discovery Models,"Amir Dezfouli, Edwin V. Bonilla, Richard Nock",http://arxiv.org/pdf/1702.08530v1,No journal ref found,none,cs.LG,Summary5422,1702.08536v1,2017-02-27T21:18:19Z,Fast Threshold Tests for Detecting Discrimination,"Emma Pierson, Sam Corbett-Davies, Sharad Goel",http://arxiv.org/pdf/1702.08536v1,No journal ref found,none,stat.ML,Summary5423,1702.08540v1,2017-02-27T21:33:47Z,Active Learning Using Uncertainty Information,"Yazhou Yang, Marco Loog",http://arxiv.org/pdf/1702.08540v1,No journal ref found,none,stat.ML,Summary5424,1702.08553v1,2017-02-27T21:59:24Z,Diameter-Based Active Learning,"Christopher Tosh, Sanjoy Dasgupta",http://arxiv.org/pdf/1702.08553v1,No journal ref found,none,cs.LG,Summary5425,1702.08575v1,2017-02-27T23:00:28Z,Learning Latent Networks in Vector Auto Regressive Models,"Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash",http://arxiv.org/pdf/1702.08575v1,No journal ref found,none,cs.LG,Summary5426,1702.08651v1,2017-02-28T05:38:40Z,Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimizations,"Pan Xu, Jian Ma, Quanquan Gu",http://arxiv.org/pdf/1702.08651v1,No journal ref found,none,stat.ML,Summary5427,1702.08658v1,2017-02-28T06:04:23Z,Towards Deeper Understanding of Variational Autoencoding Models,"Shengjia Zhao, Jiaming Song, Stefano Ermon",http://arxiv.org/pdf/1702.08658v1,No journal ref found,none,cs.LG,Summary5428,1702.08712v1,2017-02-28T09:39:03Z,Algorithmic stability and hypothesis complexity,"Tongliang Liu, Gábor Lugosi, Gergely Neu, Dacheng Tao",http://arxiv.org/pdf/1702.08712v1,No journal ref found,none,stat.ML,Summary5429,1702.08720v2,2017-02-28T09:57:27Z,Learning Discrete Representations via Information Maximizing Self Augmented Training,"Weihua Hu, Takeru Miyato, Seiya Tokui, Eiichi Matsumoto, Masashi Sugiyama",http://arxiv.org/pdf/1702.08720v2,No journal ref found,none,stat.ML,Summary5430,1702.08811v1,2017-02-28T15:04:54Z,Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning,"Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz",http://arxiv.org/pdf/1702.08811v1,No journal ref found,none,stat.ML,Summary5431,1702.08835v1,2017-02-28T16:10:31Z,Deep Forest: Towards An Alternative to Deep Neural Networks,"Zhi-Hua Zhou, Ji Feng",http://arxiv.org/pdf/1702.08835v1,No journal ref found,none,cs.LG,Summary5432,1702.08840v1,2017-02-28T16:15:13Z,Efficient Learning for Crowdsourced Regression,"Jungseul Ok, Sewoong Oh, Jinwoo Shin, Yunhun Jang, Yung Yi",http://arxiv.org/pdf/1702.08840v1,No journal ref found,none,cs.LG,Summary5433,1702.08898v1,2017-02-28T18:36:16Z,Lipschitz Optimisation for Lipschitz Interpolation,Jan-Peter Calliess,http://arxiv.org/pdf/1702.08898v1,No journal ref found,none,cs.LG,Summary5434,1703.00039v1,2017-02-28T20:05:08Z,A description length approach to determining the number of k-means clusters,"Hiromitsu Mizutani, Ryota Kanai",http://arxiv.org/pdf/1703.00039v1,No journal ref found,none,stat.ML,Summary5435,1703.00060v1,2017-02-28T21:20:19Z,Achieving non-discrimination in prediction,"Lu Zhang, Yongkai Wu, Xintao Wu",http://arxiv.org/pdf/1703.00060v1,No journal ref found,none,cs.LG,Summary5436,1703.00119v1,2017-03-01T03:30:47Z,Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization,"Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas",http://arxiv.org/pdf/1703.00119v1,No journal ref found,none,cs.LG,Summary5437,1703.00168v1,2017-03-01T07:58:29Z,Modular Representation of Layered Neural Networks,"Chihiro Watanabe, Kaoru Hiramatsu, Kunio Kashino",http://arxiv.org/pdf/1703.00168v1,No journal ref found,none,stat.ML,Summary5438,1703.00284v1,2017-03-01T13:22:43Z,L$^3$-SVMs: Landmarks-based Linear Local Support Vectors Machines,"Valentina Zantedeschi, Rémi Emonet, Marc Sebban",http://arxiv.org/pdf/1703.00284v1,No journal ref found,none,stat.ML,Summary5439,1703.00410v1,2017-03-01T17:43:10Z,Detecting Adversarial Samples from Artifacts,"Reuben Feinman, Ryan R. Curtin, Saurabh Shintre, Andrew B. Gardner",http://arxiv.org/pdf/1703.00410v1,No journal ref found,none,stat.ML,Summary5440,1703.00535v2,2017-03-01T22:28:42Z,Human Interaction with Recommendation Systems: On Bias and Exploration,"Sven Schmit, Carlos Riquelme",http://arxiv.org/pdf/1703.00535v2,No journal ref found,none,stat.ML,Summary5441,1703.00579v1,2017-03-02T01:29:57Z,Active Learning for Accurate Estimation of Linear Models,"Carlos Riquelme, Mohammad Ghavamzadeh, Alessandro Lazaric",http://arxiv.org/pdf/1703.00579v1,No journal ref found,none,stat.ML,Summary5442,1703.00593v1,2017-03-02T02:49:33Z,Positive-Unlabeled Learning with Non-Negative Risk Estimator,"Ryuichi Kiryo, Gang Niu, Marthinus C. du Plessis, Masashi Sugiyama",http://arxiv.org/pdf/1703.00593v1,No journal ref found,none,cs.LG,Summary5443,1703.00676v1,2017-03-02T09:20:31Z,A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels,"Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel",http://arxiv.org/pdf/1703.00676v1,No journal ref found,none,cs.LG,Summary5444,1703.00837v1,2017-03-02T15:52:55Z,Meta Networks,"Tsendsuren Munkhdalai, Hong Yu",http://arxiv.org/pdf/1703.00837v1,No journal ref found,none,cs.LG,Summary5445,1703.00839v1,2017-03-02T15:53:52Z,Encrypted accelerated least squares regression,"Pedro M. Esperança, Louis J. M. Aslett, Chris C. Holmes",http://arxiv.org/pdf/1703.00839v1,No journal ref found,none,stat.ML,Summary5446,1703.00854v1,2017-03-02T16:52:09Z,Learning the Structure of Generative Models without Labeled Data,"Stephen H. Bach, Bryan He, Alexander Ratner, Christopher Ré",http://arxiv.org/pdf/1703.00854v1,No journal ref found,none,cs.LG,Summary5447,1703.00977v1,2017-03-02T22:49:14Z,Self-Paced Multitask Learning with Shared Knowledge,"Keerthiram Murugesan, Jaime Carbonell",http://arxiv.org/pdf/1703.00977v1,No journal ref found,none,stat.ML,Summary5448,1703.00989v1,2017-03-02T23:42:33Z,Optimization of distributions differences for classification,"Mohammad Reza Bonyadi, Quang M. Tieng, David C. Reutens",http://arxiv.org/pdf/1703.00989v1,No journal ref found,none,cs.LG,Summary5449,1703.00994v1,2017-03-03T00:03:14Z,Co-Clustering for Multitask Learning,"Keerthiram Murugesan, Jaime Carbonell, Yiming Yang",http://arxiv.org/pdf/1703.00994v1,No journal ref found,none,stat.ML,Summary5450,1703.01014v1,2017-03-03T02:17:13Z,Active Learning for Cost-Sensitive Classification,"Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daume III, John Langford",http://arxiv.org/pdf/1703.01014v1,No journal ref found,none,cs.LG,Summary5451,1703.01196v1,2017-03-03T15:05:44Z,Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity,"Asish Ghoshal, Jean Honorio",http://arxiv.org/pdf/1703.01196v1,No journal ref found,none,cs.LG,Summary5452,1703.01253v2,2017-03-03T17:24:49Z,Machine Learning on Sequential Data Using a Recurrent Weighted Average,"Jared Ostmeyer, Lindsay Cowell",http://arxiv.org/pdf/1703.01253v2,No journal ref found,none,stat.ML,Summary5453,1703.01606v1,2017-03-05T15:12:09Z,A Theory of Output-Side Unsupervised Domain Adaptation,"Tomer Galanti, Lior Wolf",http://arxiv.org/pdf/1703.01606v1,No journal ref found,none,cs.LG,Summary5454,1703.01610v1,2017-03-05T15:31:35Z,Tighter Regret Bounds for Influence Maximization and Other Combinatorial Semi-Bandits with Probabilistically Triggered Arms,"Qinshi Wang, Wei Chen",http://arxiv.org/pdf/1703.01610v1,No journal ref found,none,cs.LG,Summary5455,1703.01717v1,2017-03-06T03:22:39Z,Measuring Sample Quality with Kernels,"Jackson Gorham, Lester Mackey",http://arxiv.org/pdf/1703.01717v1,No journal ref found,none,stat.ML,Summary5456,1703.01804v1,2017-03-06T10:31:00Z,Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use,"Vatsal Sharan, Gregory Valiant",http://arxiv.org/pdf/1703.01804v1,No journal ref found,none,cs.LG,Summary5457,1703.01961v1,2017-03-06T16:39:16Z,Multiplicative Normalizing Flows for Variational Bayesian Neural Networks,"Christos Louizos, Max Welling",http://arxiv.org/pdf/1703.01961v1,No journal ref found,none,stat.ML,Summary5458,1703.01988v1,2017-03-06T17:23:27Z,Neural Episodic Control,"Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell",http://arxiv.org/pdf/1703.01988v1,No journal ref found,none,cs.LG,Summary5459,1703.02102v1,2017-03-06T20:33:24Z,Stochastic Action Value Gradients,"Yemi Okesanjo, Victor Kofia",http://arxiv.org/pdf/1703.02102v1,No journal ref found,none,stat.ML,Summary5460,1703.02111v1,2017-03-06T21:15:01Z,Classification and clustering for samples of event time data using non-homogeneous Poisson process models,"Duncan Barrack, James Goulding, Simon Preston",http://arxiv.org/pdf/1703.02111v1,No journal ref found,none,cs.LG,Summary5461,1703.02155v1,2017-03-07T00:03:32Z,Model-Based Multiple Instance Learning,"Ba-Ngu Vo, Dinh Phung, Quang N. Tran, Ba-Tuong Vo",http://arxiv.org/pdf/1703.02155v1,No journal ref found,none,stat.ML,Summary5462,1703.02379v1,2017-03-07T13:57:55Z,Global Weisfeiler-Lehman Graph Kernels,"Christopher Morris, Kristian Kersting, Petra Mutzel",http://arxiv.org/pdf/1703.02379v1,No journal ref found,none,cs.LG,Summary5463,1703.02403v1,2017-03-07T14:39:15Z,On Structured Prediction Theory with Calibrated Convex Surrogate Losses,"Anton Osokin, Francis Bach, Simon Lacoste-Julien",http://arxiv.org/pdf/1703.02403v1,No journal ref found,none,cs.LG,Summary5464,1703.02433v1,2017-03-07T15:26:38Z,An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service,"Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools",http://arxiv.org/pdf/1703.02433v1,No journal ref found,none,cs.LG,Summary5465,1703.02492v1,2017-03-07T17:52:13Z,Online Multilinear Dictionary Learning for Sequential Compressive Sensing,"Thiernithi Variddhisaï, Danilo Mandic",http://arxiv.org/pdf/1703.02492v1,No journal ref found,none,cs.LG,Summary5466,1703.02527v1,2017-03-07T18:53:58Z,Online Learning to Rank in Stochastic Click Models,"Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvari, Tomas Tunys, Zheng Wen, Masrour Zoghi",http://arxiv.org/pdf/1703.02527v1,No journal ref found,none,cs.LG,Summary5467,1703.02528v1,2017-03-07T18:54:04Z,Stopping GAN Violence: Generative Unadversarial Networks,"Samuel Albanie, Sébastien Ehrhardt, João F. Henriques",http://arxiv.org/pdf/1703.02528v1,No journal ref found,none,stat.ML,Summary5468,astro-ph/0402591v1,2004-02-25T14:18:14Z,Evolutionary design of photometric systems and its application to Gaia,C. A. L. Bailer-Jones,http://arxiv.org/pdf/astro-ph/0402591v1,Astron.Astrophys. 419 (2004) 385-403,none,astro-ph,Summary5469,1106.3834v1,2011-06-20T08:04:08Z,Dimensionally Constrained Symbolic Regression,Suyong Choi,http://arxiv.org/pdf/1106.3834v1,No journal ref found,none,stat.ML,Summary5470,1107.2104v2,2011-07-11T19:51:49Z,An estimation of distribution algorithm with adaptive Gibbs sampling for unconstrained global optimization,"Jonás Velasco, Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Karlo Mendoza, César Emilio Villarreal-Rodríguez, Óscar L. Chacón-Mondragón, Adrián Rodríguez, Arturo Berrones",http://arxiv.org/pdf/1107.2104v2,No journal ref found,none,cs.NE,Summary5471,1412.7955v1,2014-12-26T16:41:04Z,Unsupervised Learning through Prediction in a Model of Cortex,"Christos H. Papadimitriou, Santosh S. Vempala",http://arxiv.org/pdf/1412.7955v1,No journal ref found,none,cs.NE,Summary5472,1503.00669v1,2015-03-02T19:39:33Z,A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data,"Cengiz Pehlevan, Tao Hu, Dmitri B. Chklovskii",http://arxiv.org/pdf/1503.00669v1,No journal ref found,none,q-bio.NC,Summary5473,1503.00680v1,2015-03-02T19:57:28Z,A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features,"Cengiz Pehlevan, Dmitri B. Chklovskii",http://arxiv.org/pdf/1503.00680v1,No journal ref found,none,q-bio.NC,Summary5474,1503.00690v2,2015-03-02T20:16:19Z,A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization,"Tao Hu, Cengiz Pehlevan, Dmitri B. Chklovskii",http://arxiv.org/pdf/1503.00690v2,No journal ref found,none,q-bio.NC,Summary5475,1512.09251v1,2015-12-31T10:30:21Z,Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control,"Samineh Bagheri, Wolfgang Konen, Michael Emmerich, Thomas Bäck",http://arxiv.org/pdf/1512.09251v1,No journal ref found,none,math.OC,Summary5476,1603.08150v1,2016-03-26T22:45:13Z,Data-Driven Dynamic Decision Models,"John J. Nay, Jonathan M. Gilligan",http://arxiv.org/pdf/1603.08150v1,"Proceedings of the 2015 Winter Simulation Conference, Pages 2752-2763, IEEE Press",none,stat.ML,Summary5477,1611.01146v3,2016-11-03T19:50:32Z,Finding Approximate Local Minima for Nonconvex Optimization in Linear Time,"Naman Agarwal, Zeyuan Allen-Zhu, Brian Bullins, Elad Hazan, Tengyu Ma",http://arxiv.org/pdf/1611.01146v3,No journal ref found,none,math.OC,Summary5478,1612.07846v1,2016-12-23T01:01:52Z,A State Space Approach for Piecewise-Linear Recurrent Neural Networks for Reconstructing Nonlinear Dynamics from Neural Measurements,Daniel Durstewitz,http://arxiv.org/pdf/1612.07846v1,No journal ref found,none,q-bio.NC,Summary5479,1701.06675v1,2017-01-23T23:32:10Z,Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks,"M Aczon, D Ledbetter, L Ho, A Gunny, A Flynn, J Williams, R Wetzel",http://arxiv.org/pdf/1701.06675v1,No journal ref found,none,stat.ML,Summary5480,cs/9901001v1,1999-01-05T00:56:54Z,TDLeaf(lambda): Combining Temporal Difference Learning with Game-Tree Search,"Jonathan Baxter, Andrew Tridgell, Lex Weaver",http://arxiv.org/pdf/cs/9901001v1,"Australian Journal of Intelligent Information Processing Systems, ISSN 1321-2133, Vol. 5 No. 1, Autumn 1998, pages 39-43",none,cs.LG,Summary5481,cs/9906016v1,1999-06-18T03:25:03Z,Automatically Selecting Useful Phrases for Dialogue Act Tagging,"Ken Samuel, Sandra Carberry, K. Vijay-Shanker",http://arxiv.org/pdf/cs/9906016v1,"Samuel, Ken and Carberry, Sandra and Vijay-Shanker, K. 1999. Automatically Selecting Useful Phrases for Dialogue Act Tagging. In Proceedings of the Fourth Conference of the Pacific Association for Computational Linguistics. Waterloo, Ontario, Canada",none,cs.AI,Summary5482,cs/9912008v2,1999-12-13T08:33:43Z,New Error Bounds for Solomonoff Prediction,Marcus Hutter,http://arxiv.org/pdf/cs/9912008v2,J. Computer and System Science 62:4 (2001) 653-667,none,cs.AI,Summary5483,cs/0005021v1,2000-05-14T14:35:20Z,Modeling the Uncertainty in Complex Engineering Systems,A. Guergachi,http://arxiv.org/pdf/cs/0005021v1,No journal ref found,none,cs.AI,Summary5484,cs/0109034v1,2001-09-19T08:07:38Z,Relevant Knowledge First - Reinforcement Learning and Forgetting in Knowledge Based Configuration,"Ingo Kreuz, Dieter Roller",http://arxiv.org/pdf/cs/0109034v1,No journal ref found,none,cs.AI,Summary5485,cs/0206006v1,2002-06-03T16:00:55Z,Robust Feature Selection by Mutual Information Distributions,"Marco Zaffalon, Marcus Hutter",http://arxiv.org/pdf/cs/0206006v1,Proc. 14th International Conference on Uncertainty in Artificial Intelligence (UAI 2002) pages 577-584,none,cs.AI,Summary5486,cs/0206017v1,2002-06-10T16:02:36Z,The Prioritized Inductive Logic Programs,"Shilong Ma, Yuefei Sui, Ke Xu",http://arxiv.org/pdf/cs/0206017v1,No journal ref found,none,cs.AI,Summary5487,cs/0211006v1,2002-11-07T06:44:54Z,Maximing the Margin in the Input Space,Shotaro Akaho,http://arxiv.org/pdf/cs/0211006v1,No journal ref found,none,cs.AI,Summary5488,cs/0212008v1,2002-12-07T18:51:12Z,Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment,"Zhenyue Zhang, Hongyuan Zha",http://arxiv.org/pdf/cs/0212008v1,No journal ref found,none,cs.LG,Summary5489,cs/0301007v1,2003-01-09T15:08:47Z,Kalman filter control in the reinforcement learning framework,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/cs/0301007v1,No journal ref found,none,cs.LG,Summary5490,cs/0302015v1,2003-02-12T09:39:00Z,"Unsupervised Learning in a Framework of Information Compression by Multiple Alignment, Unification and Search",J. G. Wolff,http://arxiv.org/pdf/cs/0302015v1,No journal ref found,none,cs.AI,Summary5491,cs/0306120v2,2003-06-22T08:00:09Z,Reinforcement Learning with Linear Function Approximation and LQ control Converges,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/cs/0306120v2,No journal ref found,none,cs.LG,Summary5492,cs/0403031v2,2004-03-19T17:13:55Z,"Concept of E-machine: How does a ""dynamical"" brain learn to process ""symbolic"" information? Part I",Victor Eliashberg,http://arxiv.org/pdf/cs/0403031v2,No journal ref found,none,cs.AI,Summary5493,cs/0403038v1,2004-03-23T15:17:53Z,Tournament versus Fitness Uniform Selection,"Shane Legg, Marcus Hutter, Akshat Kumar",http://arxiv.org/pdf/cs/0403038v1,"Proc. 2004 Congress on Evolutionary Computation (CEC-2004), pages 2144--2151",none,cs.LG,Summary5494,cs/0405043v2,2004-05-12T16:41:01Z,Prediction with Expert Advice by Following the Perturbed Leader for General Weights,"Marcus Hutter, Jan Poland",http://arxiv.org/pdf/cs/0405043v2,"Proc. 15th International Conf. on Algorithmic Learning Theory (ALT-2004), pages 279-293",none,cs.LG,Summary5495,cs/0407016v1,2004-07-06T22:18:25Z,Learning for Adaptive Real-time Search,Vadim Bulitko,http://arxiv.org/pdf/cs/0407016v1,No journal ref found,none,cs.AI,Summary5496,cs/0410015v1,2004-10-07T10:57:08Z,L1 regularization is better than L2 for learning and predicting chaotic systems,"Z. Szabo, A. Lorincz",http://arxiv.org/pdf/cs/0410015v1,No journal ref found,none,cs.LG,Summary5497,cs/0411099v1,2004-11-30T08:36:59Z,A Note on the PAC Bayesian Theorem,Andreas Maurer,http://arxiv.org/pdf/cs/0411099v1,No journal ref found,none,cs.LG,Summary5498,cs/0502067v1,2005-02-15T14:59:49Z,Master Algorithms for Active Experts Problems based on Increasing Loss Values,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/cs/0502067v1,Proc. 14th Dutch-Belgium Conf. on Machine Learning (Benelearn 2005) 59-66,none,cs.LG,Summary5499,cs/0504042v1,2005-04-11T17:45:09Z,The Bayesian Decision Tree Technique with a Sweeping Strategy,"V. Schetinin, J. E. Fieldsend, D. Partridge, W. J. Krzanowski, R. M. Everson, T. C. Bailey, A. Hernandez",http://arxiv.org/pdf/cs/0504042v1,No journal ref found,none,cs.AI,Summary5500,cs/0504043v1,2005-04-11T17:53:35Z,Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles,"V. Schetinin, D. Partridge, W. J. Krzanowski, R. M. Everson, J. E. Fieldsend, T. C. Bailey, A. Hernandez",http://arxiv.org/pdf/cs/0504043v1,No journal ref found,none,cs.AI,Summary5501,cs/0504078v1,2005-04-16T16:48:49Z,Adaptive Online Prediction by Following the Perturbed Leader,"Marcus Hutter, Jan Poland",http://arxiv.org/pdf/cs/0504078v1,Journal of Machine Learning Research 6 (2005) 639--660,none,cs.AI,Summary5502,cs/0504086v1,2005-04-19T15:01:25Z,Componentwise Least Squares Support Vector Machines,"Kristiaan Pelckmans, Ivan Goethals, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor",http://arxiv.org/pdf/cs/0504086v1,No journal ref found,none,cs.LG,Summary5503,cs/0505083v1,2005-05-30T21:12:00Z,Defensive forecasting,"Vladimir Vovk, Akimichi Takemura, Glenn Shafer",http://arxiv.org/pdf/cs/0505083v1,"Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005, pages 365--372.",none,cs.LG,Summary5504,cs/0506041v3,2005-06-11T18:11:22Z,Competitive on-line learning with a convex loss function,Vladimir Vovk,http://arxiv.org/pdf/cs/0506041v3,No journal ref found,none,cs.LG,Summary5505,cs/0508073v1,2005-08-16T16:27:25Z,Universal Learning of Repeated Matrix Games,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/cs/0508073v1,Proc. 15th Annual Machine Learning Conf. of Belgium and The Netherlands (Benelearn 2006) pages 7-14,none,cs.LG,Summary5506,cs/0510080v1,2005-10-25T22:14:33Z,When Ignorance is Bliss,"Peter D. Grunwald, Joseph Y. Halpern",http://arxiv.org/pdf/cs/0510080v1,No journal ref found,none,cs.AI,Summary5507,cs/0511075v1,2005-11-21T01:47:53Z,"Identifying Interaction Sites in ""Recalcitrant"" Proteins: Predicted Protein and Rna Binding Sites in Rev Proteins of Hiv-1 and Eiav Agree with Experimental Data","Michael Terribilini, Jae-Hyung Lee, Changhui Yan, Robert L. Jernigan, Susan Carpenter, Vasant Honavar, Drena Dobbs",http://arxiv.org/pdf/cs/0511075v1,No journal ref found,none,cs.LG,Summary5508,cs/0603110v1,2006-03-28T16:22:42Z,Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence,"Daniil Ryabko, Marcus Hutter",http://arxiv.org/pdf/cs/0603110v1,Proc. 17th International Conf. on Algorithmic Learning Theory (ALT 2006) pages 334-347,none,cs.LG,Summary5509,cs/0604010v1,2006-04-05T10:29:48Z,Nearly optimal exploration-exploitation decision thresholds,Christos Dimitrakakis,http://arxiv.org/pdf/cs/0604010v1,No journal ref found,none,cs.AI,Summary5510,cs/0605024v1,2006-05-06T16:56:43Z,A Formal Measure of Machine Intelligence,"Shane Legg, Marcus Hutter",http://arxiv.org/pdf/cs/0605024v1,Proc. 15th Annual Machine Learning Conference of {B}elgium and The Netherlands (Benelearn 2006) pages 73-80,none,cs.AI,Summary5511,cs/0607138v1,2006-07-30T10:44:48Z,"A Foundation to Perception Computing, Logic and Automata",Mohamed A. Belal,http://arxiv.org/pdf/cs/0607138v1,No journal ref found,none,cs.AI,Summary5512,cs/0610170v1,2006-10-30T16:44:58Z,Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/cs/0610170v1,No journal ref found,none,cs.LG,Summary5513,cs/0611164v1,2006-11-30T15:36:27Z,Player co-modelling in a strategy board game: discovering how to play fast,Dimitris Kalles,http://arxiv.org/pdf/cs/0611164v1,No journal ref found,none,cs.AI,Summary5514,cs/0701125v1,2007-01-20T00:18:06Z,Universal Algorithmic Intelligence: A mathematical top->down approach,Marcus Hutter,http://arxiv.org/pdf/cs/0701125v1,"In Artificial General Intelligence, Springer (2007) 227-290",none,cs.AI,Summary5515,0704.1409v3,2007-04-11T13:17:01Z,Preconditioned Temporal Difference Learning,Yao HengShuai,http://arxiv.org/pdf/0704.1409v3,No journal ref found,none,cs.LG,Summary5516,0705.2765v1,2007-05-18T19:44:19Z,On the monotonization of the training set,Rustem Takhanov,http://arxiv.org/pdf/0705.2765v1,No journal ref found,none,cs.LG,Summary5517,0705.4566v1,2007-05-31T10:35:07Z,Loop corrections for message passing algorithms in continuous variable models,"Bastian Wemmenhove, Bert Kappen",http://arxiv.org/pdf/0705.4566v1,No journal ref found,none,cs.AI,Summary5518,0706.0585v1,2007-06-05T05:55:07Z,A Novel Model of Working Set Selection for SMO Decomposition Methods,"Zhendong Zhao, Lei Yuan, Yuxuan Wang, Forrest Sheng Bao, Shunyi Zhang Yanfei Sun",http://arxiv.org/pdf/0706.0585v1,No journal ref found,none,cs.LG,Summary5519,0707.0704v1,2007-07-04T22:13:42Z,Model Selection Through Sparse Maximum Likelihood Estimation,"Onureena Banerjee, Laurent El Ghaoui, Alexandre dAspremont",http://arxiv.org/pdf/0707.0704v1,No journal ref found,none,cs.AI,Summary5520,0707.0705v4,2007-07-04T22:28:28Z,Optimal Solutions for Sparse Principal Component Analysis,"Alexandre dAspremont, Francis Bach, Laurent El Ghaoui",http://arxiv.org/pdf/0707.0705v4,No journal ref found,none,cs.AI,Summary5521,0707.1452v1,2007-07-10T13:47:32Z,"Clusters, Graphs, and Networks for Analysing Internet-Web-Supported Communication within a Virtual Community",Xavier Polanco,http://arxiv.org/pdf/0707.1452v1,Advances in Knowledge Organization (2002) 364-371,none,cs.AI,Summary5522,0709.3967v1,2007-09-25T14:37:40Z,Classification of Images Using Support Vector Machines,"Gidudu Anthony, Hulley Greg, Marwala Tshilidzi",http://arxiv.org/pdf/0709.3967v1,No journal ref found,none,cs.LG,Summary5523,0711.1814v1,2007-11-12T17:15:34Z,Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming,Francesca A. Lisi,http://arxiv.org/pdf/0711.1814v1,No journal ref found,none,cs.AI,Summary5524,0801.2069v2,2008-01-14T13:09:06Z,Factored Value Iteration Converges,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/0801.2069v2,No journal ref found,none,cs.AI,Summary5525,0803.3490v2,2008-03-25T03:51:59Z,Robustness and Regularization of Support Vector Machines,"Huan Xu, Constantine Caramanis, Shie Mannor",http://arxiv.org/pdf/0803.3490v2,"Journal of Machine Learning Research, vol 10, 1485-1510, year 2009",none,cs.LG,Summary5526,0804.0188v2,2008-04-01T14:55:33Z,Support Vector Machine Classification with Indefinite Kernels,"Ronny Luss, Alexandre dAspremont",http://arxiv.org/pdf/0804.0188v2,No journal ref found,none,cs.LG,Summary5527,0804.0924v2,2008-04-06T18:14:34Z,A Unified Semi-Supervised Dimensionality Reduction Framework for Manifold Learning,"Ratthachat Chatpatanasiri, Boonserm Kijsirikul",http://arxiv.org/pdf/0804.0924v2,No journal ref found,none,cs.LG,Summary5528,0804.1441v3,2008-04-09T09:40:51Z,On Kernelization of Supervised Mahalanobis Distance Learners,"Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul",http://arxiv.org/pdf/0804.1441v3,No journal ref found,none,cs.LG,Summary5529,0805.2368v1,2008-05-15T17:46:53Z,A Kernel Method for the Two-Sample Problem,"Arthur Gretton, Karsten Borgwardt, Malte J. Rasch, Bernhard Scholkopf, Alexander J. Smola",http://arxiv.org/pdf/0805.2368v1,No journal ref found,none,cs.LG,Summary5530,0805.2891v2,2008-05-19T17:55:08Z,Learning Low-Density Separators,"Shai Ben-David, Tyler Lu, David Pal, Miroslava Sotakova",http://arxiv.org/pdf/0805.2891v2,No journal ref found,none,cs.LG,Summary5531,0806.4341v1,2008-06-26T15:21:00Z,On Sequences with Non-Learnable Subsequences,Vladimir V. Vyugin,http://arxiv.org/pdf/0806.4341v1,"LNCS 5010, pp. 302-313, 2008",none,cs.AI,Summary5532,0806.4391v1,2008-06-26T20:21:06Z,Prediction with Expert Advice in Games with Unbounded One-Step Gains,Vladimir V. Vyugin,http://arxiv.org/pdf/0806.4391v1,No journal ref found,none,cs.LG,Summary5533,0806.4484v2,2008-06-27T10:49:33Z,On empirical meaning of randomness with respect to a real parameter,Vladimir Vyugin,http://arxiv.org/pdf/0806.4484v2,"LNCS 4649, pp. 387-396, 2007",none,cs.LG,Summary5534,0806.4686v2,2008-06-28T14:19:50Z,Sparse Online Learning via Truncated Gradient,"John Langford, Lihong Li, Tong Zhang",http://arxiv.org/pdf/0806.4686v2,No journal ref found,none,cs.LG,Summary5535,0807.1997v4,2008-07-12T20:19:18Z,Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples,"Zhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li",http://arxiv.org/pdf/0807.1997v4,No journal ref found,none,cs.LG,Summary5536,0808.2984v1,2008-08-21T19:54:04Z,Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem,"Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic",http://arxiv.org/pdf/0808.2984v1,"Fuzzy Sets and Systems 158, 18 (2007) 2078-2094",none,cs.LG,Summary5537,0808.3231v4,2008-08-24T06:31:43Z,Multi-Instance Multi-Label Learning,"Zhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-Feng Li",http://arxiv.org/pdf/0808.3231v4,"Artificial Intelligence, 2012, 176(1): 2291-2320",none,cs.LG,Summary5538,0809.2792v3,2008-09-16T20:05:00Z,Predicting Abnormal Returns From News Using Text Classification,"Ronny Luss, Alexandre dAspremont",http://arxiv.org/pdf/0809.2792v3,No journal ref found,none,cs.LG,Summary5539,0810.3605v3,2008-10-20T16:47:47Z,A Minimum Relative Entropy Principle for Learning and Acting,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/0810.3605v3,No journal ref found,none,cs.AI,Summary5540,0810.5631v1,2008-10-31T07:15:01Z,Temporal Difference Updating without a Learning Rate,"Marcus Hutter, Shane Legg",http://arxiv.org/pdf/0810.5631v1,Advances in Neural Information Processing Systems 20 (NIPS 2008) pages 705-712,none,cs.LG,Summary5541,0811.4413v6,2008-11-26T20:22:51Z,A Spectral Algorithm for Learning Hidden Markov Models,"Daniel Hsu, Sham M. Kakade, Tong Zhang",http://arxiv.org/pdf/0811.4413v6,"Journal of Computer and System Sciences, 78(5):1460-1480, 2012",none,cs.LG,Summary5542,0811.4458v2,2008-11-27T01:02:33Z,Learning Class-Level Bayes Nets for Relational Data,"Oliver Schulte, Hassan Khosravi, Flavia Moser, Martin Ester",http://arxiv.org/pdf/0811.4458v2,No journal ref found,none,cs.LG,Summary5543,0812.4044v3,2008-12-21T17:45:27Z,The Offset Tree for Learning with Partial Labels,"Alina Beygelzimer, John Langford",http://arxiv.org/pdf/0812.4044v3,No journal ref found,none,cs.LG,Summary5544,0812.4235v2,2008-12-22T16:34:39Z,Client-server multi-task learning from distributed datasets,"Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao",http://arxiv.org/pdf/0812.4235v2,No journal ref found,none,cs.LG,Summary5545,0902.1227v2,2009-02-07T07:50:02Z,Discovering general partial orders in event streams,"Avinash Achar, Srivatsan Laxman, Raajay Viswanathan, P. S. Sastry",http://arxiv.org/pdf/0902.1227v2,No journal ref found,none,cs.AI,Summary5546,0902.3176v4,2009-02-18T16:01:24Z,Error-Correcting Tournaments,"Alina Beygelzimer, John Langford, Pradeep Ravikumar",http://arxiv.org/pdf/0902.3176v4,No journal ref found,none,cs.AI,Summary5547,0902.3430v2,2009-02-19T18:42:16Z,Domain Adaptation: Learning Bounds and Algorithms,"Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/0902.3430v2,No journal ref found,none,cs.LG,Summary5548,0903.2851v2,2009-03-16T20:48:33Z,A parameter-free hedging algorithm,"Kamalika Chaudhuri, Yoav Freund, Daniel Hsu",http://arxiv.org/pdf/0903.2851v2,No journal ref found,none,cs.LG,Summary5549,0903.2972v3,2009-03-17T14:24:13Z,Optimistic Simulated Exploration as an Incentive for Real Exploration,Ivo Danihelka,http://arxiv.org/pdf/0903.2972v3,POSTER 2009,none,cs.LG,Summary5550,0903.4217v2,2009-03-25T00:28:44Z,Conditional Probability Tree Estimation Analysis and Algorithms,"Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl",http://arxiv.org/pdf/0903.4217v2,No journal ref found,none,cs.LG,Summary5551,0904.0643v1,2009-04-03T19:29:47Z,Performing Nonlinear Blind Source Separation with Signal Invariants,David N. Levin,http://arxiv.org/pdf/0904.0643v1,No journal ref found,none,cs.AI,Summary5552,0904.1579v1,2009-04-09T18:26:36Z,Online prediction of ovarian cancer,"Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman",http://arxiv.org/pdf/0904.1579v1,No journal ref found,none,cs.AI,Summary5553,0904.2595v1,2009-04-16T21:30:30Z,A Methodology for Learning Players Styles from Game Records,"Mark Levene, Trevor Fenner",http://arxiv.org/pdf/0904.2595v1,No journal ref found,none,cs.AI,Summary5554,0904.2623v2,2009-04-17T03:48:02Z,Exponential Family Graph Matching and Ranking,"James Petterson, Tiberio Caetano, Julian McAuley, Jin Yu",http://arxiv.org/pdf/0904.2623v2,No journal ref found,none,cs.LG,Summary5555,0904.3352v1,2009-04-21T22:07:24Z,Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/0904.3352v1,No journal ref found,none,cs.AI,Summary5556,0904.3667v1,2009-04-23T11:48:38Z,Considerations upon the Machine Learning Technologies,"Alin Munteanu, Cristina Ofelia Sofran",http://arxiv.org/pdf/0904.3667v1,"Ann. Univ. Tibiscus Comp. Sci. Series IV (2006), 133-138",none,cs.LG,Summary5557,0905.3369v2,2009-05-20T18:08:18Z,Learning Nonlinear Dynamic Models,"John Langford, Ruslan Salakhutdinov, Tong Zhang",http://arxiv.org/pdf/0905.3369v2,No journal ref found,none,cs.AI,Summary5558,0906.0052v1,2009-05-30T03:41:37Z,A Minimum Description Length Approach to Multitask Feature Selection,Brian Tomasik,http://arxiv.org/pdf/0906.0052v1,No journal ref found,none,cs.LG,Summary5559,0906.1814v1,2009-06-09T20:06:45Z,Large-Margin kNN Classification Using a Deep Encoder Network,"Martin Renqiang Min, David A. Stanley, Zineng Yuan, Anthony Bonner, Zhaolei Zhang",http://arxiv.org/pdf/0906.1814v1,No journal ref found,none,cs.LG,Summary5560,0908.4144v1,2009-08-28T07:09:19Z,ABC-LogitBoost for Multi-class Classification,Ping Li,http://arxiv.org/pdf/0908.4144v1,No journal ref found,none,cs.LG,Summary5561,0909.2934v1,2009-09-16T07:08:44Z,A Convergent Online Single Time Scale Actor Critic Algorithm,"D. Di Castro, R. Meir",http://arxiv.org/pdf/0909.2934v1,No journal ref found,none,cs.LG,Summary5562,0909.3593v2,2009-09-19T16:10:19Z,Exploiting Unlabeled Data to Enhance Ensemble Diversity,"Min-Ling Zhang, Zhi-Hua Zhou",http://arxiv.org/pdf/0909.3593v2,No journal ref found,none,cs.LG,Summary5563,0911.0460v2,2009-11-03T08:17:05Z,Feature-Weighted Linear Stacking,"Joseph Sill, Gabor Takacs, Lester Mackey, David Lin",http://arxiv.org/pdf/0911.0460v2,No journal ref found,none,cs.LG,Summary5564,0911.1386v1,2009-11-07T02:52:53Z,Machine Learning: When and Where the Horses Went Astray?,Emanuel Diamant,http://arxiv.org/pdf/0911.1386v1,No journal ref found,none,cs.AI,Summary5565,0911.5104v2,2009-11-26T15:52:33Z,A Bayesian Rule for Adaptive Control based on Causal Interventions,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/0911.5104v2,AGI-2010,none,cs.AI,Summary5566,0912.2385v1,2009-12-12T00:59:26Z,Closing the Learning-Planning Loop with Predictive State Representations,"Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon",http://arxiv.org/pdf/0912.2385v1,No journal ref found,none,cs.LG,Summary5567,0912.4473v2,2009-12-22T18:03:55Z,Learning to Predict Combinatorial Structures,Shankar Vembu,http://arxiv.org/pdf/0912.4473v2,No journal ref found,none,cs.LG,Summary5568,0912.5029v1,2009-12-26T16:32:46Z,Complexity of stochastic branch and bound methods for belief tree search in Bayesian reinforcement learning,Christos Dimitrakakis,http://arxiv.org/pdf/0912.5029v1,No journal ref found,none,cs.LG,Summary5569,1001.2709v1,2010-01-15T15:10:39Z,Kernel machines with two layers and multiple kernel learning,Francesco Dinuzzo,http://arxiv.org/pdf/1001.2709v1,No journal ref found,none,cs.LG,Summary5570,1003.0034v1,2010-02-26T23:27:22Z,A New Understanding of Prediction Markets Via No-Regret Learning,"Yiling Chen, Jennifer Wortman Vaughan",http://arxiv.org/pdf/1003.0034v1,No journal ref found,none,cs.AI,Summary5571,1003.0120v2,2010-02-27T17:53:46Z,Learning from Logged Implicit Exploration Data,"Alex Strehl, John Langford, Sham Kakade, Lihong Li",http://arxiv.org/pdf/1003.0120v2,No journal ref found,none,cs.LG,Summary5572,1004.1230v1,2010-04-08T03:06:24Z,Ontology-supported processing of clinical text using medical knowledge integration for multi-label classification of diagnosis coding,"Phanu Waraporn, Phayung Meesad, Gareth Clayton",http://arxiv.org/pdf/1004.1230v1,"IJCSIS, Vol. 7 No. 3, March 2010,",none,cs.LG,Summary5573,1005.0125v1,2010-05-02T06:40:21Z,Adaptive Bases for Reinforcement Learning,"Dotan Di Castro, Shie Mannor",http://arxiv.org/pdf/1005.0125v1,No journal ref found,none,cs.LG,Summary5574,1006.2899v2,2010-06-15T06:55:03Z,Approximated Structured Prediction for Learning Large Scale Graphical Models,"Tamir Hazan, Raquel Urtasun",http://arxiv.org/pdf/1006.2899v2,No journal ref found,none,cs.LG,Summary5575,1006.4039v3,2010-06-21T11:30:06Z,Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties,"Feng Yan, Shreyas Sundaram, S. V. N. Vishwanathan, Yuan Qi",http://arxiv.org/pdf/1006.4039v3,No journal ref found,none,cs.LG,Summary5576,1006.5188v1,2010-06-27T08:56:11Z,Feature Construction for Relational Sequence Learning,"Nicola Di Mauro, Teresa M. A. Basile, Stefano Ferilli, Floriana Esposito",http://arxiv.org/pdf/1006.5188v1,No journal ref found,none,cs.AI,Summary5577,1007.2449v1,2010-07-14T22:41:30Z,A Brief Introduction to Temporality and Causality,Kamran Karimi,http://arxiv.org/pdf/1007.2449v1,No journal ref found,none,cs.LG,Summary5578,1008.1566v5,2010-08-09T19:02:04Z,Separate Training for Conditional Random Fields Using Co-occurrence Rate Factorization,"Zhemin Zhu, Djoerd Hiemstra, Peter Apers, Andreas Wombacher",http://arxiv.org/pdf/1008.1566v5,No journal ref found,none,cs.LG,Summary5579,1008.1643v2,2010-08-10T07:44:08Z,A Learning Algorithm based on High School Teaching Wisdom,Ninan Sajeeth Philip,http://arxiv.org/pdf/1008.1643v2,No journal ref found,none,cs.AI,Summary5580,1009.0605v2,2010-09-03T08:36:07Z,Gaussian Process Bandits for Tree Search: Theory and Application to Planning in Discounted MDPs,"Louis Dorard, John Shawe-Taylor",http://arxiv.org/pdf/1009.0605v2,No journal ref found,none,cs.LG,Summary5581,1010.4466v1,2010-10-21T13:28:09Z,On the Foundations of Adversarial Single-Class Classification,"Ran El-Yaniv, Mordechai Nisenson",http://arxiv.org/pdf/1010.4466v1,No journal ref found,none,cs.LG,Summary5582,1011.0041v2,2010-10-30T03:09:11Z,Predictive State Temporal Difference Learning,"Byron Boots, Geoffrey J. Gordon",http://arxiv.org/pdf/1011.0041v2,No journal ref found,none,cs.LG,Summary5583,1012.0930v3,2010-12-04T16:08:08Z,Efficient Optimization of Performance Measures by Classifier Adaptation,"Nan Li, Ivor W. Tsang, Zhi-Hua Zhou",http://arxiv.org/pdf/1012.0930v3,"IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1370-1382",none,cs.LG,Summary5584,1012.2609v4,2010-12-13T01:22:36Z,Inverse-Category-Frequency based supervised term weighting scheme for text categorization,"Deqing Wang, Hui Zhang",http://arxiv.org/pdf/1012.2609v4,No journal ref found,none,cs.LG,Summary5585,1102.1808v3,2011-02-09T08:25:36Z,From Machine Learning to Machine Reasoning,Leon Bottou,http://arxiv.org/pdf/1102.1808v3,No journal ref found,none,cs.AI,Summary5586,1102.5561v2,2011-02-27T23:47:13Z,Decision Making Agent Searching for Markov Models in Near-Deterministic World,"Gabor Matuz, Andras Lorincz",http://arxiv.org/pdf/1102.5561v2,No journal ref found,none,cs.AI,Summary5587,1105.2868v1,2011-05-14T07:13:25Z,Semantic Vector Machines,Etter Vincent,http://arxiv.org/pdf/1105.2868v1,No journal ref found,none,cs.LG,Summary5588,1105.2943v1,2011-05-15T12:35:56Z,Feature Selection for MAUC-Oriented Classification Systems,"Rui Wang, Ke Tang",http://arxiv.org/pdf/1105.2943v1,No journal ref found,none,cs.LG,Summary5589,1105.5464v1,2011-05-27T01:54:11Z,Learning to Order Things,"W. W. Cohen, R. E. Schapire, Y. Singer",http://arxiv.org/pdf/1105.5464v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 243-270, 1999",none,cs.LG,Summary5590,1106.0483v1,2011-06-02T18:48:59Z,Learning unbelievable marginal probabilities,"Xaq Pitkow, Yashar Ahmadian, Ken D. Miller",http://arxiv.org/pdf/1106.0483v1,No journal ref found,none,cs.AI,Summary5591,1106.0676v1,2011-06-03T14:55:23Z,Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System,"M. Kearns, D. Litman, S. Singh, M. Walker",http://arxiv.org/pdf/1106.0676v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 105-133, 2002",none,cs.LG,Summary5592,1106.0681v1,2011-06-03T14:57:02Z,Accelerating Reinforcement Learning through Implicit Imitation,"C. Boutilier, B. Price",http://arxiv.org/pdf/1106.0681v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 569-629, 2003",none,cs.LG,Summary5593,1106.0707v1,2011-06-03T16:44:06Z,Efficient Reinforcement Learning Using Recursive Least-Squares Methods,"H. He, D. Hu, X. Xu",http://arxiv.org/pdf/1106.0707v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 259-292, 2002",none,cs.LG,Summary5594,1106.4572v1,2011-06-22T20:58:18Z,Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video,"A. Fern, R. Givan, J. M. Siskind",http://arxiv.org/pdf/1106.4572v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 379-449, 2002",none,cs.AI,Summary5595,1107.4966v2,2011-07-25T14:56:18Z,Lifted Graphical Models: A Survey,"Lilyana Mihalkova, Lise Getoor",http://arxiv.org/pdf/1107.4966v2,No journal ref found,none,cs.AI,Summary5596,1107.5236v2,2011-07-26T15:11:10Z,Submodular Optimization for Efficient Semi-supervised Support Vector Machines,"Wael Emara, Mehmed Kantardzic",http://arxiv.org/pdf/1107.5236v2,No journal ref found,none,cs.LG,Summary5597,1107.5537v1,2011-07-27T16:51:48Z,Asymptotically Optimal Agents,"Tor Lattimore, Marcus Hutter",http://arxiv.org/pdf/1107.5537v1,Proc. 22nd International Conf. on Algorithmic Learning Theory (ALT-2011) pages 368-382,none,cs.AI,Summary5598,1108.0039v2,2011-07-30T05:12:17Z,CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation,"Atilim Gunes Baydin, Ramon Lopez de Mantaras, Simeon Simoff, Carles Sierra",http://arxiv.org/pdf/1108.0039v2,"Case-Based Reasoning Research and Development, LNCS (LNAI), Volume 6880 (2011), 378-392, Springer Berlin / Heidelberg, ISBN: 978-3-642-23290-9",none,cs.AI,Summary5599,1108.2054v1,2011-08-09T21:28:42Z,Uncertain Nearest Neighbor Classification,"Fabrizio Angiulli, Fabio Fassetti",http://arxiv.org/pdf/1108.2054v1,No journal ref found,none,cs.LG,Summary5600,1108.2283v2,2011-08-10T20:25:08Z,A survey on independence-based Markov networks learning,Federico Schlüter,http://arxiv.org/pdf/1108.2283v2,"Schl\""uter, F. (2011). A survey on independence-based Markov networks learning. Artificial Intelligence Review, 1-25",none,cs.AI,Summary5601,1108.3446v2,2011-08-17T11:18:55Z,Premise Selection for Mathematics by Corpus Analysis and Kernel Methods,"Jesse Alama, Tom Heskes, Daniel Kühlwein, Evgeni Tsivtsivadze, Josef Urban",http://arxiv.org/pdf/1108.3446v2,No journal ref found,none,cs.LG,Summary5602,1108.5668v1,2011-08-29T17:46:08Z,Datum-Wise Classification: A Sequential Approach to Sparsity,"Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari",http://arxiv.org/pdf/1108.5668v1,"Lecture Notes in Computer Science, 2011, Volume 6911/2011, 375-390",none,cs.AI,Summary5603,1108.6211v2,2011-08-31T12:46:11Z,Transfer from Multiple MDPs,"Alessandro Lazaric, Marcello Restelli",http://arxiv.org/pdf/1108.6211v2,No journal ref found,none,cs.AI,Summary5604,1110.0593v1,2011-10-04T07:34:13Z,Two Projection Pursuit Algorithms for Machine Learning under Non-Stationarity,Duncan A. J. Blythe,http://arxiv.org/pdf/1110.0593v1,No journal ref found,none,cs.LG,Summary5605,1110.2211v1,2011-10-10T21:58:58Z,Learning Symbolic Models of Stochastic Domains,"L. P. Kaelbling, H. M. Pasula, L. S. Zettlemoyer",http://arxiv.org/pdf/1110.2211v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 309-352, 2007",none,cs.LG,Summary5606,1110.5667v1,2011-10-25T21:06:39Z,Inducing Probabilistic Programs by Bayesian Program Merging,"Irvin Hwang, Andreas Stuhlmüller, Noah D. Goodman",http://arxiv.org/pdf/1110.5667v1,No journal ref found,none,cs.AI,Summary5607,1112.5309v2,2011-12-22T13:50:46Z,POWERPLAY: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem,Jürgen Schmidhuber,http://arxiv.org/pdf/1112.5309v2,No journal ref found,none,cs.AI,Summary5608,1201.4777v2,2012-01-23T17:25:34Z,A probabilistic methodology for multilabel classification,"Alfonso E. Romero, Luis M. de Campos",http://arxiv.org/pdf/1201.4777v2,No journal ref found,none,cs.AI,Summary5609,1201.5217v1,2012-01-25T09:44:06Z,Unsupervised Classification Using Immune Algorithm,"M. T. Al-Muallim, R. El-Kouatly",http://arxiv.org/pdf/1201.5217v1,No journal ref found,none,cs.LG,Summary5610,1201.6583v1,2012-01-31T15:46:27Z,Empowerment for Continuous Agent-Environment Systems,"Tobias Jung, Daniel Polani, Peter Stone",http://arxiv.org/pdf/1201.6583v1,"Adaptive Behavior 19(1),2011",none,cs.AI,Summary5611,1201.6604v1,2012-01-31T16:36:51Z,Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-like Exploration,"Tobias Jung, Peter Stone",http://arxiv.org/pdf/1201.6604v1,No journal ref found,none,cs.AI,Summary5612,1201.6615v1,2012-01-31T16:57:55Z,Feature Selection for Value Function Approximation Using Bayesian Model Selection,"Tobias Jung, Peter Stone",http://arxiv.org/pdf/1201.6615v1,No journal ref found,none,cs.AI,Summary5613,1202.5597v3,2012-02-25T02:00:51Z,Hybrid Batch Bayesian Optimization,"Javad Azimi, Ali Jalali, Xiaoli Fern",http://arxiv.org/pdf/1202.5597v3,No journal ref found,none,cs.AI,Summary5614,1205.2606v1,2012-05-09T18:40:40Z,Exploring compact reinforcement-learning representations with linear regression,"Thomas J. Walsh, Istvan Szita, Carlos Diuk, Michael L. Littman",http://arxiv.org/pdf/1205.2606v1,No journal ref found,none,cs.LG,Summary5615,1205.2624v1,2012-05-09T17:23:13Z,Convexifying the Bethe Free Energy,"Ofer Meshi, Ariel Jaimovich, Amir Globerson, Nir Friedman",http://arxiv.org/pdf/1205.2624v1,No journal ref found,none,cs.AI,Summary5616,1205.2625v1,2012-05-09T17:21:25Z,Convergent message passing algorithms - a unifying view,"Talya Meltzer, Amir Globerson, Yair Weiss",http://arxiv.org/pdf/1205.2625v1,No journal ref found,none,cs.AI,Summary5617,1205.5367v1,2012-05-24T08:43:14Z,Language-Constraint Reachability Learning in Probabilistic Graphs,"Claudio Taranto, Nicola Di Mauro, Floriana Esposito",http://arxiv.org/pdf/1205.5367v1,No journal ref found,none,cs.AI,Summary5618,1206.0855v1,2012-06-05T09:35:44Z,A Mixed Observability Markov Decision Process Model for Musical Pitch,"Pouyan Rafiei Fard, Keyvan Yahya",http://arxiv.org/pdf/1206.0855v1,No journal ref found,none,cs.AI,Summary5619,1206.3382v2,2012-06-15T07:23:28Z,Simple Regret Optimization in Online Planning for Markov Decision Processes,"Zohar Feldman, Carmel Domshlak",http://arxiv.org/pdf/1206.3382v2,No journal ref found,none,cs.AI,Summary5620,1206.4604v1,2012-06-18T14:42:16Z,Learning the Experts for Online Sequence Prediction,"Elad Eban, Aharon Birnbaum, Shai Shalev-Shwartz, Amir Globerson",http://arxiv.org/pdf/1206.4604v1,No journal ref found,none,cs.LG,Summary5621,1206.4639v1,2012-06-18T15:17:49Z,Adaptive Regularization for Weight Matrices,"Koby Crammer, Gal Chechik",http://arxiv.org/pdf/1206.4639v1,No journal ref found,none,cs.LG,Summary5622,1206.4652v1,2012-06-18T15:24:31Z,The Most Persistent Soft-Clique in a Set of Sampled Graphs,"Novi Quadrianto, Chao Chen, Christoph Lampert",http://arxiv.org/pdf/1206.4652v1,No journal ref found,none,cs.LG,Summary5623,1206.6262v1,2012-06-27T13:27:56Z,Scaling Life-long Off-policy Learning,"Adam White, Joseph Modayil, Richard S. Sutton",http://arxiv.org/pdf/1206.6262v1,No journal ref found,none,cs.AI,Summary5624,1206.6473v1,2012-06-27T19:59:59Z,Compositional Planning Using Optimal Option Models,"David Silver, Kamil Ciosek",http://arxiv.org/pdf/1206.6473v1,No journal ref found,none,cs.AI,Summary5625,1206.6814v1,2012-06-27T15:37:14Z,An Empirical Comparison of Algorithms for Aggregating Expert Predictions,"Varsha Dani, Omid Madani, David M Pennock, Sumit Sanghai, Brian Galebach",http://arxiv.org/pdf/1206.6814v1,No journal ref found,none,cs.AI,Summary5626,1206.6838v1,2012-06-27T16:19:16Z,Continuous Time Markov Networks,"Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman",http://arxiv.org/pdf/1206.6838v1,No journal ref found,none,cs.AI,Summary5627,1212.0692v2,2012-12-04T12:00:54Z,An Empirical Evaluation of Portfolios Approaches for solving CSPs,"Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro",http://arxiv.org/pdf/1212.0692v2,No journal ref found,none,cs.AI,Summary5628,1212.2262v1,2012-12-11T00:49:27Z,Bag-of-Words Representation for Biomedical Time Series Classification,"Jin Wang, Ping Liu, Mary F. H. She, Saeid Nahavandi, and Abbas Kouzani",http://arxiv.org/pdf/1212.2262v1,No journal ref found,none,cs.LG,Summary5629,1302.1529v1,2013-02-06T15:54:31Z,Exploring Parallelism in Learning Belief Networks,"TongSheng Chu, Yang Xiang",http://arxiv.org/pdf/1302.1529v1,No journal ref found,none,cs.AI,Summary5630,1302.1538v1,2013-02-06T15:55:21Z,Sequential Update of Bayesian Network Structure,"Nir Friedman, Moises Goldszmidt",http://arxiv.org/pdf/1302.1538v1,No journal ref found,none,cs.AI,Summary5631,1302.1542v1,2013-02-06T15:55:43Z,Learning Bayesian Nets that Perform Well,"Russell Greiner, Adam J. Grove, Dale Schuurmans",http://arxiv.org/pdf/1302.1542v1,No journal ref found,none,cs.AI,Summary5632,1302.1549v1,2013-02-06T15:56:57Z,Learning Belief Networks in Domains with Recursively Embedded Pseudo Independent Submodels,"Jun Hu, Yang Xiang",http://arxiv.org/pdf/1302.1549v1,No journal ref found,none,cs.AI,Summary5633,1302.1561v2,2013-02-06T15:58:24Z,Structure and Parameter Learning for Causal Independence and Causal Interaction Models,"Christopher Meek, David Heckerman",http://arxiv.org/pdf/1302.1561v2,No journal ref found,none,cs.AI,Summary5634,1302.1565v1,2013-02-06T15:58:45Z,Learning Bayesian Networks from Incomplete Databases,"Marco Ramoni, Paola Sebastiani",http://arxiv.org/pdf/1302.1565v1,No journal ref found,none,cs.AI,Summary5635,1302.4949v1,2013-02-20T15:20:41Z,A Characterization of the Dirichlet Distribution with Application to Learning Bayesian Networks,"Dan Geiger, David Heckerman",http://arxiv.org/pdf/1302.4949v1,No journal ref found,none,cs.AI,Summary5636,1302.6617v1,2013-02-26T22:36:46Z,Arriving on time: estimating travel time distributions on large-scale road networks,"Timothy Hunter, Aude Hofleitner, Jack Reilly, Walid Krichene, Jerome Thai, Anastasios Kouvelas, Pieter Abbeel, Alexandre Bayen",http://arxiv.org/pdf/1302.6617v1,No journal ref found,none,cs.LG,Summary5637,0910.0902v3,2009-10-06T06:00:47Z,Reduced-Rank Hidden Markov Models,"Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon",http://arxiv.org/pdf/0910.0902v3,No journal ref found,none,cs.LG,Summary5638,1002.3086v1,2010-02-16T14:14:59Z,Convergence of Bayesian Control Rule,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/1002.3086v1,No journal ref found,none,cs.AI,Summary5639,1002.4862v1,2010-02-25T20:31:05Z,Less Regret via Online Conditioning,"Matthew Streeter, H. Brendan McMahan",http://arxiv.org/pdf/1002.4862v1,No journal ref found,none,cs.LG,Summary5640,1104.3929v1,2011-04-20T02:49:59Z,Understanding Exhaustive Pattern Learning,Libin Shen,http://arxiv.org/pdf/1104.3929v1,No journal ref found,none,cs.AI,Summary5641,1104.5256v1,2011-04-27T21:40:09Z,Learning Undirected Graphical Models with Structure Penalty,Shilin Ding,http://arxiv.org/pdf/1104.5256v1,No journal ref found,none,cs.AI,Summary5642,1104.5601v1,2011-04-29T11:39:40Z,Mean-Variance Optimization in Markov Decision Processes,"Shie Mannor, John Tsitsiklis",http://arxiv.org/pdf/1104.5601v1,No journal ref found,none,cs.LG,Summary5643,1111.0432v2,2011-11-02T09:24:26Z,Approximate Stochastic Subgradient Estimation Training for Support Vector Machines,"Sangkyun Lee, Stephen J. Wright",http://arxiv.org/pdf/1111.0432v2,No journal ref found,none,cs.LG,Summary5644,1111.0712v1,2011-11-03T01:58:45Z,Online Learning with Preference Feedback,"Pannagadatta K. Shivaswamy, Thorsten Joachims",http://arxiv.org/pdf/1111.0712v1,No journal ref found,none,cs.LG,Summary5645,1111.3735v1,2011-11-16T09:26:14Z,A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft,"Gabriel Synnaeve, Pierre Bessière",http://arxiv.org/pdf/1111.3735v1,No journal ref found,none,cs.LG,Summary5646,1109.4684v1,2011-09-22T00:56:22Z,Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications,"Zhiwu Lu, Horace H. S. Ip, Yuxin Peng",http://arxiv.org/pdf/1109.4684v1,"International Journal of Computer Vision (IJCV), 2012",none,cs.AI,Summary5647,1204.1909v1,2012-04-09T15:56:56Z,Knapsack based Optimal Policies for Budget-Limited Multi-Armed Bandits,"Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas R. Jennings",http://arxiv.org/pdf/1204.1909v1,No journal ref found,none,cs.AI,Summary5648,1204.4991v1,2012-04-23T08:03:06Z,Knowledge revision in systems based on an informed tree search strategy : application to cartographic generalisation,"Patrick Taillandier, Cécile Duchêne, Alexis Drogoul",http://arxiv.org/pdf/1204.4991v1,No journal ref found,none,cs.AI,Summary5649,1209.3818v4,2012-09-18T00:13:53Z,Evolution and the structure of learning agents,Alok Raj,http://arxiv.org/pdf/1209.3818v4,No journal ref found,none,cs.AI,Summary5650,1209.5251v1,2012-09-24T12:54:18Z,On Move Pattern Trends in a Large Go Games Corpus,"Petr Baudiš, Josef Moudřík",http://arxiv.org/pdf/1209.5251v1,No journal ref found,none,cs.AI,Summary5651,1209.5601v1,2012-09-25T13:21:40Z,Feature selection with test cost constraint,"Fan Min, Qinghua Hu, William Zhu",http://arxiv.org/pdf/1209.5601v1,No journal ref found,none,cs.AI,Summary5652,1211.0996v2,2012-11-05T20:42:16Z,Learning using Local Membership Queries,"Pranjal Awasthi, Vitaly Feldman, Varun Kanade",http://arxiv.org/pdf/1211.0996v2,No journal ref found,none,cs.LG,Summary5653,1211.2512v2,2012-11-12T05:26:20Z,Minimal cost feature selection of data with normal distribution measurement errors,"Hong Zhao, Fan Min, William Zhu",http://arxiv.org/pdf/1211.2512v2,No journal ref found,none,cs.AI,Summary5654,1211.3212v1,2012-11-14T06:45:38Z,Distributed Non-Stochastic Experts,"Varun Kanade, Zhenming Liu, Bozidar Radunovic",http://arxiv.org/pdf/1211.3212v1,No journal ref found,none,cs.LG,Summary5655,1211.5189v2,2012-11-22T02:38:16Z,Optimally fuzzy temporal memory,"Karthik H. Shankar, Marc W. Howard",http://arxiv.org/pdf/1211.5189v2,No journal ref found,none,cs.AI,Summary5656,1211.6898v1,2012-11-29T12:54:58Z,On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes,"Bruno Scherrer, Boris Lesner",http://arxiv.org/pdf/1211.6898v1,NIPS 2012 (2012),none,cs.LG,Summary5657,1301.0567v1,2012-12-12T15:56:10Z,The Thing That We Tried Didnt Work Very Well : Deictic Representation in Reinforcement Learning,"Sarah Finney, Natalia Gardiol, Leslie Pack Kaelbling, Tim Oates",http://arxiv.org/pdf/1301.0567v1,No journal ref found,none,cs.LG,Summary5658,1301.0598v1,2012-12-12T15:58:13Z,Asymptotic Model Selection for Naive Bayesian Networks,"Dmitry Rusakov, Dan Geiger",http://arxiv.org/pdf/1301.0598v1,No journal ref found,none,cs.AI,Summary5659,1301.2268v1,2013-01-10T16:23:26Z,Incorporating Expressive Graphical Models in Variational Approximations: Chain-Graphs and Hidden Variables,"Tal El-Hay, Nir Friedman",http://arxiv.org/pdf/1301.2268v1,No journal ref found,none,cs.AI,Summary5660,1301.2292v1,2013-01-10T16:25:12Z,A Bayesian Multiresolution Independence Test for Continuous Variables,"Dimitris Margaritis, Sebastian Thrun",http://arxiv.org/pdf/1301.2292v1,No journal ref found,none,cs.AI,Summary5661,1301.2294v1,2013-01-10T16:25:20Z,Expectation Propagation for approximate Bayesian inference,Thomas P. Minka,http://arxiv.org/pdf/1301.2294v1,No journal ref found,none,cs.AI,Summary5662,1301.2310v1,2013-01-10T16:26:30Z,Policy Improvement for POMDPs Using Normalized Importance Sampling,Christian R. Shelton,http://arxiv.org/pdf/1301.2310v1,No journal ref found,none,cs.AI,Summary5663,1301.2317v1,2013-01-10T16:27:02Z,Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation,"Max Welling, Yee Whye Teh",http://arxiv.org/pdf/1301.2317v1,No journal ref found,none,cs.AI,Summary5664,1301.2343v1,2013-01-10T21:54:42Z,Planning by Prioritized Sweeping with Small Backups,"Harm van Seijen, Richard S. Sutton",http://arxiv.org/pdf/1301.2343v1,No journal ref found,none,cs.AI,Summary5665,1301.3720v2,2013-01-16T15:21:19Z,The IBMAP approach for Markov networks structure learning,"Federico Schlüter, Facundo Bromberg, Alejandro Edera",http://arxiv.org/pdf/1301.3720v2,No journal ref found,none,cs.AI,Summary5666,1301.3840v1,2013-01-16T15:49:11Z,Utilities as Random Variables: Density Estimation and Structure Discovery,"Urszula Chajewska, Daphne Koller",http://arxiv.org/pdf/1301.3840v1,No journal ref found,none,cs.AI,Summary5667,1301.3861v1,2013-01-16T15:50:34Z,Inference for Belief Networks Using Coupling From the Past,"Michael Harvey, Radford M. Neal",http://arxiv.org/pdf/1301.3861v1,No journal ref found,none,cs.AI,Summary5668,1301.3878v1,2013-01-16T15:51:42Z,PEGASUS: A Policy Search Method for Large MDPs and POMDPs,"Andrew Y. Ng, Michael I. Jordan",http://arxiv.org/pdf/1301.3878v1,No journal ref found,none,cs.AI,Summary5669,1301.6683v1,2013-01-23T15:57:10Z,Discovering the Hidden Structure of Complex Dynamic Systems,"Xavier Boyen, Nir Friedman, Daphne Koller",http://arxiv.org/pdf/1301.6683v1,No journal ref found,none,cs.AI,Summary5670,1301.6688v1,2013-01-23T15:57:30Z,Learning Polytrees,Sanjoy Dasgupta,http://arxiv.org/pdf/1301.6688v1,No journal ref found,none,cs.AI,Summary5671,1301.6690v1,2013-01-23T15:57:38Z,Model-Based Bayesian Exploration,"Richard Dearden, Nir Friedman, David Andre",http://arxiv.org/pdf/1301.6690v1,No journal ref found,none,cs.AI,Summary5672,1301.6725v1,2013-01-23T16:00:02Z,Loopy Belief Propagation for Approximate Inference: An Empirical Study,"Kevin Murphy, Yair Weiss, Michael I. Jordan",http://arxiv.org/pdf/1301.6725v1,No journal ref found,none,cs.AI,Summary5673,1301.6726v1,2013-01-23T16:00:06Z,Learning Bayesian Networks from Incomplete Data with Stochastic Search Algorithms,"James W. Myers, Kathryn Blackmond Laskey, Tod S. Levitt",http://arxiv.org/pdf/1301.6726v1,No journal ref found,none,cs.AI,Summary5674,1301.7374v1,2013-01-30T15:03:42Z,Learning the Structure of Dynamic Probabilistic Networks,"Nir Friedman, Kevin Murphy, Stuart Russell",http://arxiv.org/pdf/1301.7374v1,No journal ref found,none,cs.AI,Summary5675,1301.7403v1,2013-01-30T15:06:05Z,A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data,"Stefano Monti, Gregory F. Cooper",http://arxiv.org/pdf/1301.7403v1,No journal ref found,none,cs.AI,Summary5676,1304.6383v2,2013-04-23T19:24:02Z,The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited,"Constantinos Panagiotakopoulos, Petroula Tsampouka",http://arxiv.org/pdf/1304.6383v2,No journal ref found,none,cs.LG,Summary5677,1307.7303v1,2013-07-27T20:33:34Z,Learning to Understand by Evolving Theories,"Martin E. Mueller, Madhura D. Thosar",http://arxiv.org/pdf/1307.7303v1,No journal ref found,none,cs.LG,Summary5678,1307.7793v1,2013-07-30T03:02:44Z,Multi-dimensional Parametric Mincuts for Constrained MAP Inference,"Yongsub Lim, Kyomin Jung, Pushmeet Kohli",http://arxiv.org/pdf/1307.7793v1,No journal ref found,none,cs.LG,Summary5679,1309.2080v1,2013-09-09T09:24:44Z,Structure Learning of Probabilistic Logic Programs by Searching the Clause Space,"Elena Bellodi, Fabrizio Riguzzi",http://arxiv.org/pdf/1309.2080v1,No journal ref found,none,cs.LG,Summary5680,1310.2955v1,2013-10-10T20:22:33Z,Spontaneous Analogy by Piggybacking on a Perceptual System,"Marc Pickett, David W. Aha",http://arxiv.org/pdf/1310.2955v1,No journal ref found,none,cs.AI,Summary5681,1311.3735v1,2013-11-15T06:14:15Z,Ensemble Relational Learning based on Selective Propositionalization,"Nicola Di Mauro, Floriana Esposito",http://arxiv.org/pdf/1311.3735v1,No journal ref found,none,cs.LG,Summary5682,1311.3959v4,2013-11-15T19:40:58Z,Clustering Markov Decision Processes For Continual Transfer,"M. M. Hassan Mahmud, Majd Hawasly, Benjamin Rosman, Subramanian Ramamoorthy",http://arxiv.org/pdf/1311.3959v4,No journal ref found,none,cs.AI,Summary5683,1311.4086v1,2013-11-16T18:13:42Z,A hybrid decision support system : application on healthcare,"Abdelhak Mansoul, Baghdad Atmani, Sofia Benbelkacem",http://arxiv.org/pdf/1311.4086v1,No journal ref found,none,cs.AI,Summary5684,1311.4319v1,2013-11-18T10:22:53Z,Ranking Algorithms by Performance,Lars Kotthoff,http://arxiv.org/pdf/1311.4319v1,No journal ref found,none,cs.AI,Summary5685,1312.0049v1,2013-11-30T01:52:36Z,One-Class Classification: Taxonomy of Study and Review of Techniques,"Shehroz S. Khan, Michael G. Madden",http://arxiv.org/pdf/1312.0049v1,"The Knowledge Engineering Review, pp 1-30, 2014",none,cs.LG,Summary5686,1312.2710v1,2013-12-10T08:11:14Z,Improving circuit miniaturization and its efficiency using Rough Set Theory,"Sarvesh SS Rawat, Dheeraj Dilip Mor, Anugrah Kumar, Sanjiban Shekar Roy, Rohit kumar",http://arxiv.org/pdf/1312.2710v1,No journal ref found,none,cs.LG,Summary5687,1312.3903v1,2013-12-13T18:32:51Z,A Methodology for Player Modeling based on Machine Learning,Marlos C. Machado,http://arxiv.org/pdf/1312.3903v1,No journal ref found,none,cs.AI,Summary5688,1401.1560v1,2014-01-08T01:59:53Z,Beyond One-Step-Ahead Forecasting: Evaluation of Alternative Multi-Step-Ahead Forecasting Models for Crude Oil Prices,"Tao Xiong, Yukun Bao, Zhongyi Hu",http://arxiv.org/pdf/1401.1560v1,"Energy Economics. 40, 2013: 405-415",none,cs.LG,Summary5689,1401.3427v1,2014-01-15T04:42:13Z,"Analogical Dissimilarity: Definition, Algorithms and Two Experiments in Machine Learning","Laurent Miclet, Sabri Bayoudh, Arnaud Delhay",http://arxiv.org/pdf/1401.3427v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 793-824, 2008",none,cs.LG,Summary5690,1401.3432v1,2014-01-15T04:49:23Z,A Rigorously Bayesian Beam Model and an Adaptive Full Scan Model for Range Finders in Dynamic Environments,"Tinne De Laet, Joris De Schutter, Herman Bruyninckx",http://arxiv.org/pdf/1401.3432v1,"Journal Of Artificial Intelligence Research, Volume 33, pages 179-222, 2008",none,cs.AI,Summary5691,1401.3871v1,2014-01-16T05:09:10Z,Non-Deterministic Policies in Markovian Decision Processes,"Mahdi Milani Fard, Joelle Pineau",http://arxiv.org/pdf/1401.3871v1,"Journal Of Artificial Intelligence Research, Volume 40, pages 1-24, 2011",none,cs.AI,Summary5692,1401.4590v1,2014-01-18T21:03:23Z,Combining Evaluation Metrics via the Unanimous Improvement Ratio and its Application to Clustering Tasks,"Enrique Amigó, Julio Gonzalo, Javier Artiles, Felisa Verdejo",http://arxiv.org/pdf/1401.4590v1,"Journal Of Artificial Intelligence Research, Volume 42, pages 689-718, 2011",none,cs.AI,Summary5693,1405.0501v1,2014-05-02T20:13:06Z,Exchangeable Variable Models,"Mathias Niepert, Pedro Domingos",http://arxiv.org/pdf/1405.0501v1,No journal ref found,none,cs.LG,Summary5694,1405.3318v1,2014-05-13T22:29:14Z,Adaptive Monte Carlo via Bandit Allocation,"James Neufeld, András György, Dale Schuurmans, Csaba Szepesvári",http://arxiv.org/pdf/1405.3318v1,No journal ref found,none,cs.AI,Summary5695,1405.5358v1,2014-05-21T10:20:15Z,Off-Policy Shaping Ensembles in Reinforcement Learning,"Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowe",http://arxiv.org/pdf/1405.5358v1,No journal ref found,none,cs.AI,Summary5696,1408.2035v1,2014-08-09T05:31:06Z,Quantum Annealing for Clustering,"Kenichi Kurihara, Shu Tanaka, Seiji Miyashita",http://arxiv.org/pdf/1408.2035v1,No journal ref found,none,cs.AI,Summary5697,1408.2045v1,2014-08-09T05:41:26Z,Efficient Clustering with Limited Distance Information,"Konstantin Voevodski, Maria-Florina Balcan, Heiko Roglin, Shang-Hua Teng, Yu Xia",http://arxiv.org/pdf/1408.2045v1,No journal ref found,none,cs.LG,Summary5698,1408.2196v1,2014-08-10T07:47:50Z,Exponentiated Gradient Exploration for Active Learning,Djallel Bouneffouf,http://arxiv.org/pdf/1408.2196v1,No journal ref found,none,cs.LG,Summary5699,1408.5241v1,2014-08-22T09:33:50Z,A two-stage architecture for stock price forecasting by combining SOM and fuzzy-SVM,"Duc-Hien Nguyen, Manh-Thanh Le",http://arxiv.org/pdf/1408.5241v1,No journal ref found,none,cs.AI,Summary5700,1408.5246v1,2014-08-22T09:55:06Z,Improving the Interpretability of Support Vector Machines-based Fuzzy Rules,"Duc-Hien Nguyen, Manh-Thanh Le",http://arxiv.org/pdf/1408.5246v1,No journal ref found,none,cs.LG,Summary5701,1505.00423v1,2015-05-03T12:11:43Z,Optimal Time-Series Motifs,"Josif Grabocka, Nicolas Schilling, Lars Schmidt-Thieme",http://arxiv.org/pdf/1505.00423v1,No journal ref found,none,cs.AI,Summary5702,1505.01221v2,2015-05-05T23:39:24Z,The Configurable SAT Solver Challenge (CSSC),"Frank Hutter, Marius Lindauer, Adrian Balint, Sam Bayless, Holger Hoos, Kevin Leyton-Brown",http://arxiv.org/pdf/1505.01221v2,No journal ref found,none,cs.AI,Summary5703,1505.01419v2,2015-05-06T16:18:06Z,Fast Differentially Private Matrix Factorization,"Ziqi Liu, Yu-Xiang Wang, Alexander J. Smola",http://arxiv.org/pdf/1505.01419v2,No journal ref found,none,cs.LG,Summary5704,1505.05451v2,2015-05-20T16:57:02Z,Fuzzy Least Squares Twin Support Vector Machines,"Javad Salimi Sartakhti, Nasser Ghadiri, Homayun Afrabandpey, Narges Yousefnezhad",http://arxiv.org/pdf/1505.05451v2,No journal ref found,none,cs.AI,Summary5705,1505.05723v1,2015-05-21T13:20:06Z,On the relation between accuracy and fairness in binary classification,Indre Zliobaite,http://arxiv.org/pdf/1505.05723v1,No journal ref found,none,cs.LG,Summary5706,1101.0428v1,2011-01-02T20:20:27Z,"The Local Optimality of Reinforcement Learning by Value Gradients, and its Relationship to Policy Gradient Learning","Michael Fairbank, Eduardo Alonso",http://arxiv.org/pdf/1101.0428v1,No journal ref found,none,cs.LG,Summary5707,1101.2320v1,2011-01-12T10:49:51Z,Review and Evaluation of Feature Selection Algorithms in Synthetic Problems,"L. A. Belanche, F. F. González",http://arxiv.org/pdf/1101.2320v1,No journal ref found,none,cs.AI,Summary5708,1203.0550v2,2012-03-02T19:20:42Z,Algorithms for Learning Kernels Based on Centered Alignment,"Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/1203.0550v2,Journal of Machine Learning Research 13 (2012) 795-828,none,cs.LG,Summary5709,1203.2990v2,2012-03-14T02:38:35Z,Evolving Culture vs Local Minima,Yoshua Bengio,http://arxiv.org/pdf/1203.2990v2,No journal ref found,none,cs.LG,Summary5710,1207.1406v1,2012-07-04T16:20:45Z,A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance,"Andrew McCallum, Kedar Bellare, Fernando Pereira",http://arxiv.org/pdf/1207.1406v1,No journal ref found,none,cs.LG,Summary5711,1207.4158v1,2012-07-11T15:01:36Z,On the Choice of Regions for Generalized Belief Propagation,Max Welling,http://arxiv.org/pdf/1207.4158v1,No journal ref found,none,cs.AI,Summary5712,1207.4167v1,2012-07-11T15:05:10Z,Predictive State Representations: A New Theory for Modeling Dynamical Systems,"Satinder Singh, Michael James, Matthew Rudary",http://arxiv.org/pdf/1207.4167v1,No journal ref found,none,cs.AI,Summary5713,1207.5536v1,2012-07-23T21:13:40Z,MCTS Based on Simple Regret,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/1207.5536v1,No journal ref found,none,cs.AI,Summary5714,1207.5589v1,2012-07-24T04:55:02Z,VOI-aware MCTS,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/1207.5589v1,No journal ref found,none,cs.AI,Summary5715,1210.0077v1,2012-09-29T04:58:22Z,Optimistic Agents are Asymptotically Optimal,"Peter Sunehag, Marcus Hutter",http://arxiv.org/pdf/1210.0077v1,Proc. 25th Australasian Joint Conference on Artificial Intelligence (AusAI 2012) 15-26,none,cs.AI,Summary5716,1210.1317v1,2012-10-04T07:17:37Z,Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining,"Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis",http://arxiv.org/pdf/1210.1317v1,No journal ref found,none,cs.LG,Summary5717,1210.2640v1,2012-10-09T15:25:01Z,Multi-view constrained clustering with an incomplete mapping between views,"Eric Eaton, Marie desJardins, Sara Jacob",http://arxiv.org/pdf/1210.2640v1,"Knowledge and Information Systems 38(1): 231-257, 2014",none,cs.LG,Summary5718,1210.4870v1,2012-10-16T17:41:19Z,Crowdsourcing Control: Moving Beyond Multiple Choice,"Christopher H. Lin, Mausam, Daniel Weld",http://arxiv.org/pdf/1210.4870v1,No journal ref found,none,cs.AI,Summary5719,1210.8291v1,2012-10-31T10:42:32Z,Learning in the Model Space for Fault Diagnosis,"Huanhuan Chen, Peter Tino, Xin Yao, Ali Rodan",http://arxiv.org/pdf/1210.8291v1,No journal ref found,none,cs.LG,Summary5720,1210.8385v1,2012-10-31T16:41:37Z,First Experiments with PowerPlay,"Rupesh Kumar Srivastava, Bas R. Steunebrink, Jürgen Schmidhuber",http://arxiv.org/pdf/1210.8385v1,No journal ref found,none,cs.AI,Summary5721,1305.1679v1,2013-05-07T23:40:08Z,High Level Pattern Classification via Tourist Walks in Networks,"Thiago Christiano Silva, Liang Zhao",http://arxiv.org/pdf/1305.1679v1,No journal ref found,none,cs.AI,Summary5722,1305.2218v1,2013-05-09T21:31:47Z,Stochastic gradient descent algorithms for strongly convex functions at O(1/T) convergence rates,Shenghuo Zhu,http://arxiv.org/pdf/1305.2218v1,No journal ref found,none,cs.LG,Summary5723,1305.4955v2,2013-05-21T20:29:02Z,A Data Mining Approach to Solve the Goal Scoring Problem,"Renato Oliveira, Paulo Adeodato, Arthur Carvalho, Icamaan Viegas, Christian Diego, Tsang Ing-Ren",http://arxiv.org/pdf/1305.4955v2,No journal ref found,none,cs.AI,Summary5724,1306.0539v1,2013-06-03T19:13:53Z,On the Performance Bounds of some Policy Search Dynamic Programming Algorithms,Bruno Scherrer,http://arxiv.org/pdf/1306.0539v1,No journal ref found,none,cs.AI,Summary5725,1306.2295v1,2013-06-10T19:36:31Z,Markov random fields factorization with context-specific independences,"Alejandro Edera, Facundo Bromberg, Federico Schlüter",http://arxiv.org/pdf/1306.2295v1,No journal ref found,none,cs.AI,Summary5726,1306.6302v2,2013-06-26T17:59:49Z,Solving Relational MDPs with Exogenous Events and Additive Rewards,"S. Joshi, R. Khardon, P. Tadepalli, A. Raghavan, A. Fern",http://arxiv.org/pdf/1306.6302v2,No journal ref found,none,cs.AI,Summary5727,1306.6802v2,2013-06-28T11:49:53Z,Evaluation Measures for Hierarchical Classification: a unified view and novel approaches,"Aris Kosmopoulos, Ioannis Partalas, Eric Gaussier, Georgios Paliouras, Ion Androutsopoulos",http://arxiv.org/pdf/1306.6802v2,No journal ref found,none,cs.AI,Summary5728,1308.0187v9,2013-07-31T16:56:59Z,A Time and Space Efficient Junction Tree Architecture,Stephen Pasteris,http://arxiv.org/pdf/1308.0187v9,No journal ref found,none,cs.AI,Summary5729,1308.0227v7,2013-08-01T14:40:14Z,An Enhanced Features Extractor for a Portfolio of Constraint Solvers,"Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro",http://arxiv.org/pdf/1308.0227v7,No journal ref found,none,cs.AI,Summary5730,1308.0356v1,2013-08-01T21:04:07Z,Design and Development of an Expert System to Help Head of University Departments,"Shervan Fekri-Ershad, Hadi Tajalizadeh, Shahram Jafari",http://arxiv.org/pdf/1308.0356v1,"International Journal of Science and Modern Engineering (IJISME), ISSN: 2319-6386, Volume-1, Issue-2, January 2013",none,cs.AI,Summary5731,1308.3513v1,2013-08-15T21:21:05Z,Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations,"Finale Doshi-Velez, George Konidaris",http://arxiv.org/pdf/1308.3513v1,No journal ref found,none,cs.LG,Summary5732,1402.0558v1,2014-02-04T01:33:50Z,Parameterized Complexity Results for Exact Bayesian Network Structure Learning,"Sebastian Ordyniak, Stefan Szeider",http://arxiv.org/pdf/1402.0558v1,"Journal Of Artificial Intelligence Research, Volume 46, pages 263-302, 2013",none,cs.AI,Summary5733,1402.0560v1,2014-02-04T01:34:25Z,Safe Exploration of State and Action Spaces in Reinforcement Learning,"Javier Garcia, Fernando Fernandez",http://arxiv.org/pdf/1402.0560v1,"Journal Of Artificial Intelligence Research, Volume 45, pages 515-564, 2012",none,cs.LG,Summary5734,1402.5886v1,2014-02-24T16:59:21Z,Near Optimal Bayesian Active Learning for Decision Making,"Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, J. Andrew Bagnell, Siddhartha Srinivasa",http://arxiv.org/pdf/1402.5886v1,No journal ref found,none,cs.LG,Summary5735,1402.5988v2,2014-02-24T21:22:51Z,Incremental Learning of Event Definitions with Inductive Logic Programming,"Nikos Katzouris, Alexander Artikis, George Paliouras",http://arxiv.org/pdf/1402.5988v2,No journal ref found,none,cs.LG,Summary5736,1402.6028v1,2014-02-25T01:34:43Z,Algorithms for multi-armed bandit problems,"Volodymyr Kuleshov, Doina Precup",http://arxiv.org/pdf/1402.6028v1,No journal ref found,none,cs.AI,Summary5737,1402.6077v1,2014-02-25T07:53:49Z,Inductive Logic Boosting,"Wang-Zhou Dai, Zhi-Hua Zhou",http://arxiv.org/pdf/1402.6077v1,No journal ref found,none,cs.LG,Summary5738,1403.6348v6,2014-03-25T14:07:21Z,Updating Formulas and Algorithms for Computing Entropy and Gini Index from Time-Changing Data Streams,Blaz Sovdat,http://arxiv.org/pdf/1403.6348v6,No journal ref found,none,cs.AI,Summary5739,1404.1140v2,2014-04-04T03:02:44Z,Scalable Planning and Learning for Multiagent POMDPs: Extended Version,"Christopher Amato, Frans A. Oliehoek",http://arxiv.org/pdf/1404.1140v2,No journal ref found,none,cs.AI,Summary5740,1406.3497v2,2014-06-13T10:49:38Z,Multi-objective Reinforcement Learning with Continuous Pareto Frontier Approximation Supplementary Material,"Matteo Pirotta, Simone Parisi, Marcello Restelli",http://arxiv.org/pdf/1406.3497v2,No journal ref found,none,cs.AI,Summary5741,1407.3341v1,2014-07-12T04:10:43Z,Extreme State Aggregation Beyond MDPs,Marcus Hutter,http://arxiv.org/pdf/1407.3341v1,No journal ref found,none,cs.AI,Summary5742,1407.5656v2,2014-07-21T20:26:32Z,PGMHD: A Scalable Probabilistic Graphical Model for Massive Hierarchical Data Problems,"Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, William S. York",http://arxiv.org/pdf/1407.5656v2,No journal ref found,none,cs.AI,Summary5743,1407.7417v1,2014-07-28T13:44:25Z,Almost Sure Chaotic Properties of Machine Learning Methods,"Nabarun Mondal, Partha P. Ghosh",http://arxiv.org/pdf/1407.7417v1,No journal ref found,none,cs.LG,Summary5744,1410.4604v1,2014-10-16T23:30:08Z,Domain-Independent Optimistic Initialization for Reinforcement Learning,"Marlos C. Machado, Sriram Srinivasan, Michael Bowling",http://arxiv.org/pdf/1410.4604v1,No journal ref found,none,cs.LG,Summary5745,1410.5557v1,2014-10-21T07:24:03Z,Where do goals come from? A Generic Approach to Autonomous Goal-System Development,"Matthias Rolf, Minoru Asada",http://arxiv.org/pdf/1410.5557v1,No journal ref found,none,cs.LG,Summary5746,1410.6414v1,2014-10-22T01:04:00Z,A Parallel and Efficient Algorithm for Learning to Match,"Jingbo Shang, Tianqi Chen, Hang Li, Zhengdong Lu, Yong Yu",http://arxiv.org/pdf/1410.6414v1,No journal ref found,none,cs.LG,Summary5747,1410.8620v1,2014-10-31T02:19:19Z,A Comparison of learning algorithms on the Arcade Learning Environment,"Aaron Defazio, Thore Graepel",http://arxiv.org/pdf/1410.8620v1,No journal ref found,none,cs.LG,Summary5748,1411.3197v1,2014-11-11T08:23:55Z,Warranty Cost Estimation Using Bayesian Network,"Karamjit Singh, Puneet Agarwal, Gautam Shroff",http://arxiv.org/pdf/1411.3197v1,No journal ref found,none,cs.AI,Summary5749,1411.5899v3,2014-11-21T15:01:56Z,Falling Rule Lists,"Fulton Wang, Cynthia Rudin",http://arxiv.org/pdf/1411.5899v3,No journal ref found,none,cs.AI,Summary5750,1411.7014v1,2014-11-25T20:39:51Z,Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data,"Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl",http://arxiv.org/pdf/1411.7014v1,No journal ref found,none,cs.LG,Summary5751,1412.7978v1,2014-12-24T07:41:45Z,The Computational Theory of Intelligence: Information Entropy,Daniel Kovach,http://arxiv.org/pdf/1412.7978v1,"International Journal of Modern Nonlinear Theory and Application, 3, 182-190 (2014)",none,cs.AI,Summary5752,1502.00245v1,2015-02-01T12:57:40Z,"Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil",Christian S. Perone,http://arxiv.org/pdf/1502.00245v1,No journal ref found,none,cs.LG,Summary5753,1502.02643v1,2015-02-09T20:31:18Z,Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions,"Alina Ene, Huy L. Nguyen",http://arxiv.org/pdf/1502.02643v1,No journal ref found,none,cs.LG,Summary5754,1502.05988v1,2014-12-17T12:06:47Z,Deep Learning for Multi-label Classification,"Jesse Read, Fernando Perez-Cruz",http://arxiv.org/pdf/1502.05988v1,No journal ref found,none,cs.LG,Summary5755,1503.01910v1,2015-03-06T11:02:41Z,Sequential Relevance Maximization with Binary Feedback,"Vijay Kamble, Nadia Fawaz, Fernando Silveira",http://arxiv.org/pdf/1503.01910v1,No journal ref found,none,cs.LG,Summary5756,1503.05296v1,2015-03-18T07:56:12Z,Efficient Machine Learning for Big Data: A Review,"O. Y. Al-Jarrah, P. D. Yoo, S Muhaidat, G. K. Karagiannidis, K. Taha",http://arxiv.org/pdf/1503.05296v1,No journal ref found,none,cs.LG,Summary5757,1503.06902v1,2015-03-24T03:26:28Z,A Note on Information-Directed Sampling and Thompson Sampling,Li Zhou,http://arxiv.org/pdf/1503.06902v1,No journal ref found,none,cs.LG,Summary5758,1503.08381v1,2015-03-29T03:41:03Z,Towards Shockingly Easy Structured Classification: A Search-based Probabilistic Online Learning Framework,Xu Sun,http://arxiv.org/pdf/1503.08381v1,No journal ref found,none,cs.LG,Summary5759,1504.00110v1,2015-04-01T06:05:40Z,The Libra Toolkit for Probabilistic Models,"Daniel Lowd, Amirmohammad Rooshenas",http://arxiv.org/pdf/1504.00110v1,No journal ref found,none,cs.LG,Summary5760,1504.02141v5,2015-04-08T22:02:27Z,Detecting Falls with X-Factor Hidden Markov Models,"Shehroz S. Khan, Michelle E. Karg, Dana Kulic, Jesse Hoey",http://arxiv.org/pdf/1504.02141v5,No journal ref found,none,cs.LG,Summary5761,1504.03874v1,2015-04-15T12:04:58Z,Bridging belief function theory to modern machine learning,Thomas Burger,http://arxiv.org/pdf/1504.03874v1,No journal ref found,none,cs.AI,Summary5762,1504.04850v1,2015-04-19T16:37:46Z,Exploring Bayesian Models for Multi-level Clustering of Hierarchically Grouped Sequential Data,Adway Mitra,http://arxiv.org/pdf/1504.04850v1,No journal ref found,none,cs.LG,Summary5763,1504.05122v1,2015-04-20T16:58:26Z,Optimal Nudging: Solving Average-Reward Semi-Markov Decision Processes as a Minimal Sequence of Cumulative Tasks,"Reinaldo Uribe Muriel, Fernando Lozando, Charles Anderson",http://arxiv.org/pdf/1504.05122v1,No journal ref found,none,cs.LG,Summary5764,1504.06366v1,2015-04-23T23:34:39Z,Use of Ensembles of Fourier Spectra in Capturing Recurrent Concepts in Data Streams,"Sripirakas Sakthithasan, Russel Pears, Albert Bifet, Bernhard Pfahringer",http://arxiv.org/pdf/1504.06366v1,No journal ref found,none,cs.AI,Summary5765,1504.06825v1,2015-04-26T14:09:17Z,Comparison of Training Methods for Deep Neural Networks,Patrick O. Glauner,http://arxiv.org/pdf/1504.06825v1,No journal ref found,none,cs.LG,Summary5766,1506.02113v1,2015-06-06T03:56:44Z,Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations,"David Maxwell Chickering, Christopher Meek",http://arxiv.org/pdf/1506.02113v1,No journal ref found,none,cs.LG,Summary5767,1506.02465v3,2015-06-08T12:35:04Z,ASlib: A Benchmark Library for Algorithm Selection,"Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Frechette, Holger Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren",http://arxiv.org/pdf/1506.02465v3,No journal ref found,none,cs.AI,Summary5768,1506.03379v2,2015-06-10T16:23:29Z,The Online Coupon-Collector Problem and Its Application to Lifelong Reinforcement Learning,"Emma Brunskill, Lihong Li",http://arxiv.org/pdf/1506.03379v2,No journal ref found,none,cs.LG,Summary5769,1506.03425v1,2015-06-10T18:41:55Z,Fast Online Clustering with Randomized Skeleton Sets,"Krzysztof Choromanski, Sanjiv Kumar, Xiaofeng Liu",http://arxiv.org/pdf/1506.03425v1,No journal ref found,none,cs.AI,Summary5770,1507.00436v2,2015-07-02T06:05:44Z,Online Transfer Learning in Reinforcement Learning Domains,"Yusen Zhan, Matthew E. Taylor",http://arxiv.org/pdf/1507.00436v2,No journal ref found,none,cs.AI,Summary5771,1507.01569v1,2015-07-06T19:28:36Z,Emphatic Temporal-Difference Learning,"A. Rupam Mahmood, Huizhen Yu, Martha White, Richard S. Sutton",http://arxiv.org/pdf/1507.01569v1,No journal ref found,none,cs.LG,Summary5772,1507.04124v1,2015-07-15T08:46:06Z,On the Computability of Solomonoff Induction and Knowledge-Seeking,"Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1507.04124v1,No journal ref found,none,cs.AI,Summary5773,1508.00507v1,2015-08-03T18:08:04Z,A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping,"Tameem Adel, Alexander Wong, Daniel Stashuk",http://arxiv.org/pdf/1508.00507v1,No journal ref found,none,cs.LG,Summary5774,1508.00509v2,2015-08-03T18:19:41Z,Maintaining prediction quality under the condition of a growing knowledge space,Christoph Jahnz,http://arxiv.org/pdf/1508.00509v2,No journal ref found,none,cs.AI,Summary5775,1508.02103v2,2015-08-10T00:52:14Z,Lifted Representation of Relational Causal Models Revisited: Implications for Reasoning and Structure Learning,"Sanghack Lee, Vasant Honavar",http://arxiv.org/pdf/1508.02103v2,No journal ref found,none,cs.AI,Summary5776,1508.02593v2,2015-08-11T13:49:07Z,Type-Constrained Representation Learning in Knowledge Graphs,"Denis Krompaß, Stephan Baier, Volker Tresp",http://arxiv.org/pdf/1508.02593v2,No journal ref found,none,cs.AI,Summary5777,1508.02681v1,2015-08-11T18:37:29Z,Artificial Prediction Markets for Online Prediction of Continuous Variables-A Preliminary Report,"Fatemeh Jahedpari, Marina De Vos, Sattar Hashemi, Benjamin Hirsch, Julian Padget",http://arxiv.org/pdf/1508.02681v1,No journal ref found,none,cs.AI,Summary5778,1509.00061v1,2015-08-31T20:46:23Z,Value function approximation via low-rank models,Hao Yi Ong,http://arxiv.org/pdf/1509.00061v1,No journal ref found,none,cs.LG,Summary5779,1509.01644v4,2015-09-05T00:17:35Z,Reinforcement Learning with Parameterized Actions,"Warwick Masson, Pravesh Ranchod, George Konidaris",http://arxiv.org/pdf/1509.01644v4,No journal ref found,none,cs.AI,Summary5780,1509.02458v1,2015-09-08T17:36:31Z,A Behavior Analysis-Based Game Bot Detection Approach Considering Various Play Styles,"Yeounoh Chung, Chang-yong Park, Noo-ri Kim, Hana Cho, Taebok Yoon, Hunjoo Lee, Jee-Hyong Lee",http://arxiv.org/pdf/1509.02458v1,ETRI Journal 35.6 (2013): 1058-1067,none,cs.LG,Summary5781,1509.04265v2,2015-09-12T15:28:08Z,Double Relief with progressive weighting function,"Gabriel Prat Masramon, Lluís A. Belanche Muñoz",http://arxiv.org/pdf/1509.04265v2,No journal ref found,none,cs.LG,Summary5782,1509.06589v1,2015-09-22T13:21:08Z,Graph Kernels exploiting Weisfeiler-Lehman Graph Isomorphism Test Extensions,"Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti",http://arxiv.org/pdf/1509.06589v1,"Neural Information Processing, Volume 8835 of the series Lecture Notes in Computer Science pp 93-100, 2014 Springer International Publishing",none,cs.LG,Summary5783,1510.02879v4,2015-10-10T05:32:24Z,"Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from Multiple Source Tasks","Janarthanan Rajendran, Aravind S. Lakshminarayanan, Mitesh M. Khapra, P Prasanna, Balaraman Ravindran",http://arxiv.org/pdf/1510.02879v4,No journal ref found,none,cs.AI,Summary5784,1510.03317v1,2015-10-12T14:51:03Z,The Inductive Constraint Programming Loop,"Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry OSullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis",http://arxiv.org/pdf/1510.03317v1,No journal ref found,none,cs.AI,Summary5785,1510.03336v4,2015-10-12T15:30:34Z,Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark,"Alexander Lavin, Subutai Ahmad",http://arxiv.org/pdf/1510.03336v4,No journal ref found,none,cs.AI,Summary5786,1510.03370v1,2015-10-12T17:14:44Z,Asymptotic Logical Uncertainty and The Benford Test,"Scott Garrabrant, Siddharth Bhaskar, Abram Demski, Joanna Garrabrant, George Koleszarik, Evan Lloyd",http://arxiv.org/pdf/1510.03370v1,No journal ref found,none,cs.LG,Summary5787,1510.04931v1,2015-10-16T16:22:23Z,Bad Universal Priors and Notions of Optimality,"Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1510.04931v1,No journal ref found,none,cs.AI,Summary5788,1510.06143v4,2015-10-21T06:23:55Z,High Performance Latent Variable Models,"Aaron Q. Li, Amr Ahmed, Mu Li, Vanja Josifovski",http://arxiv.org/pdf/1510.06143v4,No journal ref found,none,cs.LG,Summary5789,1510.06335v2,2015-10-21T16:42:55Z,Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems,"Matteo Venanzi, John Guiver, Pushmeet Kohli, Nick Jennings",http://arxiv.org/pdf/1510.06335v2,No journal ref found,none,cs.AI,Summary5790,1511.03816v6,2015-11-12T08:47:38Z,Characterizing Concept Drift,"Geoffrey I. Webb, Roy Hyde, Hong Cao, Hai Long Nguyen, Francois Petitjean",http://arxiv.org/pdf/1511.03816v6,"Data Mining and Knowledge Discovery, 30(4), 964-994, 2016",none,cs.LG,Summary5791,1511.05943v1,2015-11-18T20:48:18Z,Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data,"Dipan K. Pal, Marios Savvides",http://arxiv.org/pdf/1511.05943v1,No journal ref found,none,cs.LG,Summary5792,1511.06410v3,2015-11-19T21:59:58Z,Better Computer Go Player with Neural Network and Long-term Prediction,"Yuandong Tian, Yan Zhu",http://arxiv.org/pdf/1511.06410v3,No journal ref found,none,cs.LG,Summary5793,1511.07275v2,2015-11-23T15:31:54Z,Learning Simple Algorithms from Examples,"Wojciech Zaremba, Tomas Mikolov, Armand Joulin, Rob Fergus",http://arxiv.org/pdf/1511.07275v2,No journal ref found,none,cs.AI,Summary5794,1511.07361v1,2015-11-23T18:52:21Z,Interpretable Two-level Boolean Rule Learning for Classification,"Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov",http://arxiv.org/pdf/1511.07361v1,No journal ref found,none,cs.LG,Summary5795,1511.08099v1,2015-11-25T15:48:59Z,Strategic Dialogue Management via Deep Reinforcement Learning,"Heriberto Cuayáhuitl, Simon Keizer, Oliver Lemon",http://arxiv.org/pdf/1511.08099v1,No journal ref found,none,cs.AI,Summary5796,1511.08495v3,2015-11-26T20:37:09Z,Incremental Truncated LSTD,"Clement Gehring, Yangchen Pan, Martha White",http://arxiv.org/pdf/1511.08495v3,No journal ref found,none,cs.LG,Summary5797,1511.08589v1,2015-11-27T09:13:04Z,Shaping Proto-Value Functions via Rewards,"Chandrashekar Lakshmi Narayanan, Raj Kumar Maity, Shalabh Bhatnagar",http://arxiv.org/pdf/1511.08589v1,No journal ref found,none,cs.AI,Summary5798,1511.08724v2,2015-11-27T16:16:55Z,On the convergence of cycle detection for navigational reinforcement learning,"Tom J. Ameloot, Jan Van den Bussche",http://arxiv.org/pdf/1511.08724v2,No journal ref found,none,cs.LG,Summary5799,1512.00165v1,2015-12-01T07:40:49Z,Learning Using 1-Local Membership Queries,Galit Bary,http://arxiv.org/pdf/1512.00165v1,No journal ref found,none,cs.LG,Summary5800,1512.00355v1,2015-12-01T17:32:16Z,Taxonomy grounded aggregation of classifiers with different label sets,"Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar",http://arxiv.org/pdf/1512.00355v1,No journal ref found,none,cs.AI,Summary5801,1512.01752v2,2015-12-06T06:58:57Z,Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation,"Sujith Ravi, Qiming Diao",http://arxiv.org/pdf/1512.01752v2,"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR: W&CP volume 51, pp. 519-528, 2016",none,cs.LG,Summary5802,1512.02011v2,2015-12-07T12:25:18Z,How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies,"Vincent François-Lavet, Raphael Fonteneau, Damien Ernst",http://arxiv.org/pdf/1512.02011v2,No journal ref found,none,cs.LG,Summary5803,1512.02406v2,2015-12-08T11:12:04Z,Learning Discrete Bayesian Networks from Continuous Data,"Yi-Chun Chen, Tim Allan Wheeler, Mykel John Kochenderfer",http://arxiv.org/pdf/1512.02406v2,No journal ref found,none,cs.AI,Summary5804,1512.03375v1,2015-12-10T19:32:48Z,Convolutional Monte Carlo Rollouts in Go,"Peter H. Jin, Kurt Keutzer",http://arxiv.org/pdf/1512.03375v1,No journal ref found,none,cs.LG,Summary5805,1512.04087v2,2015-12-13T17:13:33Z,True Online Temporal-Difference Learning,"Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton",http://arxiv.org/pdf/1512.04087v2,"Journal of Machine Learning Research (JMLR), 17(145):1-40, 2016",none,cs.AI,Summary5806,1512.04105v1,2015-12-13T19:20:14Z,Policy Gradient Methods for Off-policy Control,"Lucas Lehnert, Doina Precup",http://arxiv.org/pdf/1512.04105v1,No journal ref found,none,cs.AI,Summary5807,1512.04792v3,2015-12-15T14:24:44Z,From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction,"Han Xiao, Minlie Huang, Xiaoyan Zhu",http://arxiv.org/pdf/1512.04792v3,No journal ref found,none,cs.AI,Summary5808,1512.04860v1,2015-12-15T17:13:49Z,Increasing the Action Gap: New Operators for Reinforcement Learning,"Marc G. Bellemare, Georg Ostrovski, Arthur Guez, Philip S. Thomas, Rémi Munos",http://arxiv.org/pdf/1512.04860v1,"Bellemare, Marc G., Ostrovski, G., Guez, A., Thomas, Philip S., and Munos, Remi. Increasing the Action Gap: New Operators for Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence, 2016",none,cs.AI,Summary5809,1512.05467v1,2015-12-17T05:18:05Z,Unsupervised Feature Construction for Improving Data Representation and Semantics,"Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich",http://arxiv.org/pdf/1512.05467v1,"Journal of Intelligent Information Systems, vol. 40, iss. 3, pp. 501-527, 2013",none,cs.AI,Summary5810,1512.08120v2,2015-12-26T15:26:05Z,Regularized Orthogonal Tensor Decompositions for Multi-Relational Learning,"Fanhua Shang, James Cheng, Hong Cheng",http://arxiv.org/pdf/1512.08120v2,No journal ref found,none,cs.LG,Summary5811,1601.00318v4,2016-01-03T18:11:14Z,A Unified Approach for Learning the Parameters of Sum-Product Networks,"Han Zhao, Pascal Poupart, Geoff Gordon",http://arxiv.org/pdf/1601.00318v4,No journal ref found,none,cs.LG,Summary5812,1601.01297v2,2016-01-06T20:22:22Z,Angrier Birds: Bayesian reinforcement learning,"Imanol Arrieta Ibarra, Bernardo Ramos, Lars Roemheld",http://arxiv.org/pdf/1601.01297v2,No journal ref found,none,cs.AI,Summary5813,1601.01675v1,2016-01-07T13:31:41Z,Ensemble Methods of Classification for Power Systems Security Assessment,"Alexei Zhukov, Victor Kurbatsky, Nikita Tomin, Denis Sidorov, Daniil Panasetsky, Aoife Foley",http://arxiv.org/pdf/1601.01675v1,No journal ref found,none,cs.AI,Summary5814,1601.06180v2,2016-01-22T21:40:33Z,On the Latent Variable Interpretation in Sum-Product Networks,"Robert Peharz, Robert Gens, Franz Pernkopf, Pedro Domingos",http://arxiv.org/pdf/1601.06180v2,No journal ref found,none,cs.AI,Summary5815,1601.06602v3,2016-01-25T13:56:59Z,Expected Similarity Estimation for Large-Scale Batch and Streaming Anomaly Detection,"Markus Schneider, Wolfgang Ertel, Fabio Ramos",http://arxiv.org/pdf/1601.06602v3,No journal ref found,none,cs.LG,Summary5816,1602.02672v1,2016-02-08T18:01:35Z,Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks,"Jakob N. Foerster, Yannis M. Assael, Nando de Freitas, Shimon Whiteson",http://arxiv.org/pdf/1602.02672v1,No journal ref found,none,cs.AI,Summary5817,1602.02706v2,2016-02-08T19:32:18Z,Decoy Bandits Dueling on a Poset,"Julien Audiffren, Ralaivola Liva",http://arxiv.org/pdf/1602.02706v2,No journal ref found,none,cs.LG,Summary5818,1602.03348v2,2016-02-10T12:27:04Z,Iterative Hierarchical Optimization for Misspecified Problems (IHOMP),"Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor",http://arxiv.org/pdf/1602.03348v2,No journal ref found,none,cs.LG,Summary5819,1602.04889v3,2016-02-16T02:38:25Z,Unsupervised Domain Adaptation Using Approximate Label Matching,"Jordan T. Ash, Robert E. Schapire, Barbara E. Engelhardt",http://arxiv.org/pdf/1602.04889v3,No journal ref found,none,cs.LG,Summary5820,1602.06539v1,2016-02-21T15:08:51Z,Determining the best attributes for surveillance video keywords generation,"Liangchen Liu, Arnold Wiliem, Shaokang Chen, Kun Zhao, Brian C. Lovell",http://arxiv.org/pdf/1602.06539v1,No journal ref found,none,cs.LG,Summary5821,1602.07857v2,2016-02-25T09:23:58Z,Modeling cumulative biological phenomena with Suppes-Bayes causal networks,"Daniele Ramazzotti, Alex Graudenzi, Marco Antoniotti",http://arxiv.org/pdf/1602.07857v2,No journal ref found,none,cs.AI,Summary5822,1602.08350v1,2016-02-26T14:49:29Z,Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets,"Patrick O. Glauner, Andre Boechat, Lautaro Dolberg, Radu State, Franck Bettinger, Yves Rangoni, Diogo Duarte",http://arxiv.org/pdf/1602.08350v1,No journal ref found,none,cs.LG,Summary5823,1603.00709v1,2016-03-02T13:46:31Z,Probabilistic Relational Model Benchmark Generation,"Mouna Ben Ishak, Rajani Chulyadyo, Philippe Leray",http://arxiv.org/pdf/1603.00709v1,No journal ref found,none,cs.LG,Summary5824,1603.02041v1,2016-03-07T13:03:30Z,Learning Shared Representations in Multi-task Reinforcement Learning,"Diana Borsa, Thore Graepel, John Shawe-Taylor",http://arxiv.org/pdf/1603.02041v1,No journal ref found,none,cs.AI,Summary5825,1603.08253v2,2016-03-27T20:02:13Z,Negative Learning Rates and P-Learning,Devon Merrill,http://arxiv.org/pdf/1603.08253v2,No journal ref found,none,cs.AI,Summary5826,1604.00923v1,2016-04-04T15:56:52Z,Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning,"Philip S. Thomas, Emma Brunskill",http://arxiv.org/pdf/1604.00923v1,No journal ref found,none,cs.LG,Summary5827,1604.01350v1,2016-04-05T18:00:02Z,Bounded Optimal Exploration in MDP,Kenji Kawaguchi,http://arxiv.org/pdf/1604.01350v1,No journal ref found,none,cs.AI,Summary5828,1604.02336v2,2016-04-08T12:54:18Z,Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation,"Kevin H. Wilson, Yan Karklin, Bojian Han, Chaitanya Ekanadham",http://arxiv.org/pdf/1604.02336v2,No journal ref found,none,cs.AI,Summary5829,1604.03099v1,2016-04-11T05:17:09Z,Symbolic Knowledge Extraction using Łukasiewicz Logics,Carlos Leandro,http://arxiv.org/pdf/1604.03099v1,No journal ref found,none,cs.AI,Summary5830,1604.03200v1,2016-04-12T01:52:38Z,Efficient Classification of Multi-Labelled Text Streams by Clashing,"Ricardo Ñanculef, Ilias Flaounas, Nello Cristianini",http://arxiv.org/pdf/1604.03200v1,No journal ref found,none,cs.AI,Summary5831,1604.05024v1,2016-04-18T08:01:02Z,Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models,"Ziqiang Shi, Rujie Liu",http://arxiv.org/pdf/1604.05024v1,No journal ref found,none,cs.LG,Summary5832,1604.05085v3,2016-04-18T11:06:32Z,"Mastering 2048 with Delayed Temporal Coherence Learning, Multi-Stage Weight Promotion, Redundant Encoding and Carousel Shaping",Wojciech Jaśkowski,http://arxiv.org/pdf/1604.05085v3,No journal ref found,none,cs.AI,Summary5833,1604.05753v1,2016-04-19T21:22:29Z,Sketching and Neural Networks,"Amit Daniely, Nevena Lazic, Yoram Singer, Kunal Talwar",http://arxiv.org/pdf/1604.05753v1,No journal ref found,none,cs.LG,Summary5834,1604.06743v1,2016-04-22T16:47:04Z,Latent Contextual Bandits and their Application to Personalized Recommendations for New Users,"Li Zhou, Emma Brunskill",http://arxiv.org/pdf/1604.06743v1,No journal ref found,none,cs.LG,Summary5835,1604.06849v1,2016-04-23T02:23:14Z,A Computational Model for Situated Task Learning with Interactive Instruction,"Shiwali Mohan, James Kirk, John Laird",http://arxiv.org/pdf/1604.06849v1,No journal ref found,none,cs.AI,Summary5836,1604.07255v3,2016-04-25T13:45:50Z,A Deep Hierarchical Approach to Lifelong Learning in Minecraft,"Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor",http://arxiv.org/pdf/1604.07255v3,No journal ref found,none,cs.AI,Summary5837,1604.08642v1,2016-04-28T22:42:38Z,On the representation and embedding of knowledge bases beyond binary relations,"Jianfeng Wen, Jianxin Li, Yongyi Mao, Shini Chen, Richong Zhang",http://arxiv.org/pdf/1604.08642v1,No journal ref found,none,cs.LG,Summary5838,1605.00241v1,2016-05-01T11:56:01Z,Common-Description Learning: A Framework for Learning Algorithms and Generating Subproblems from Few Examples,Basem G. El-Barashy,http://arxiv.org/pdf/1605.00241v1,No journal ref found,none,cs.AI,Summary5839,1605.00788v2,2016-05-03T08:38:34Z,Online Learning of Commission Avoidant Portfolio Ensembles,"Guy Uziel, Ran El-Yaniv",http://arxiv.org/pdf/1605.00788v2,No journal ref found,none,cs.AI,Summary5840,1605.01335v1,2016-05-04T16:23:34Z,Learning from the memory of Atari 2600,"Jakub Sygnowski, Henryk Michalewski",http://arxiv.org/pdf/1605.01335v1,No journal ref found,none,cs.LG,Summary5841,1605.04056v2,2016-05-13T06:17:54Z,Causal Discovery for Manufacturing Domains,"Katerina Marazopoulou, Rumi Ghosh, Prasanth Lade, David Jensen",http://arxiv.org/pdf/1605.04056v2,No journal ref found,none,cs.LG,Summary5842,1605.06377v1,2016-05-20T14:34:49Z,Towards Automation of Knowledge Understanding: An Approach for Probabilistic Generative Classifiers,"Dominik Fisch, Christian Gruhl, Edgar Kalkowski, Bernhard Sick, Seppo J. Ovaska",http://arxiv.org/pdf/1605.06377v1,No journal ref found,none,cs.LG,Summary5843,1605.07148v3,2016-05-23T19:28:21Z,Backprop KF: Learning Discriminative Deterministic State Estimators,"Tuomas Haarnoja, Anurag Ajay, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1605.07148v3,No journal ref found,none,cs.LG,Summary5844,1605.07334v2,2016-05-24T08:25:27Z,Near-optimal Bayesian Active Learning with Correlated and Noisy Tests,"Yuxin Chen, S. Hamed Hassani, Andreas Krause",http://arxiv.org/pdf/1605.07334v2,No journal ref found,none,cs.LG,Summary5845,1605.07700v1,2016-05-25T01:33:34Z,Learning Purposeful Behaviour in the Absence of Rewards,"Marlos C. Machado, Michael Bowling",http://arxiv.org/pdf/1605.07700v1,No journal ref found,none,cs.LG,Summary5846,1605.07736v2,2016-05-25T05:33:21Z,Learning Multiagent Communication with Backpropagation,"Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus",http://arxiv.org/pdf/1605.07736v2,No journal ref found,none,cs.LG,Summary5847,1605.07969v2,2016-05-25T17:17:21Z,Adaptive Neural Compilation,"Rudy Bunel, Alban Desmaison, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar",http://arxiv.org/pdf/1605.07969v2,No journal ref found,none,cs.AI,Summary5848,1605.08478v1,2016-05-26T23:43:32Z,Model-Free Imitation Learning with Policy Optimization,"Jonathan Ho, Jayesh K. Gupta, Stefano Ermon",http://arxiv.org/pdf/1605.08478v1,JMLR W&CP 48 (2016) 2760-2769,none,cs.LG,Summary5849,1606.00917v1,2016-06-02T22:01:50Z,Towards a Job Title Classification System,"Faizan Javed, Matt McNair, Ferosh Jacob, Meng Zhao",http://arxiv.org/pdf/1606.00917v1,No journal ref found,none,cs.LG,Summary5850,1606.01540v1,2016-06-05T17:54:48Z,OpenAI Gym,"Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, Wojciech Zaremba",http://arxiv.org/pdf/1606.01540v1,No journal ref found,none,cs.LG,Summary5851,1606.02854v1,2016-06-09T08:06:00Z,e-Commerce product classification: our participation at cDiscount 2015 challenge,"Ioannis Partalas, Georgios Balikas",http://arxiv.org/pdf/1606.02854v1,No journal ref found,none,cs.LG,Summary5852,1606.03476v1,2016-06-10T20:51:29Z,Generative Adversarial Imitation Learning,"Jonathan Ho, Stefano Ermon",http://arxiv.org/pdf/1606.03476v1,No journal ref found,none,cs.LG,Summary5853,1606.04695v1,2016-06-15T09:28:52Z,Strategic Attentive Writer for Learning Macro-Actions,"Alexander, Vezhnevets, Volodymyr Mnih, John Agapiou, Simon Osindero, Alex Graves, Oriol Vinyals, Koray Kavukcuoglu",http://arxiv.org/pdf/1606.04695v1,No journal ref found,none,cs.AI,Summary5854,1606.06565v2,2016-06-21T13:37:05Z,Concrete Problems in AI Safety,"Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, Dan Mané",http://arxiv.org/pdf/1606.06565v2,No journal ref found,none,cs.AI,Summary5855,1606.08808v1,2016-06-28T18:15:32Z,Adaptive Training of Random Mapping for Data Quantization,"Miao Cheng, Ah Chung Tsoi",http://arxiv.org/pdf/1606.08808v1,No journal ref found,none,cs.LG,Summary5856,1607.00872v1,2016-07-04T13:08:19Z,Neighborhood Features Help Detecting Electricity Theft in Big Data Sets,"Patrick Glauner, Jorge Meira, Lautaro Dolberg, Radu State, Franck Bettinger, Yves Rangoni, Diogo Duarte",http://arxiv.org/pdf/1607.00872v1,No journal ref found,none,cs.LG,Summary5857,1607.01690v1,2016-07-06T16:00:43Z,A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features,"Cen Wan, Alex A. Freitas",http://arxiv.org/pdf/1607.01690v1,No journal ref found,none,cs.LG,Summary5858,1607.03611v2,2016-07-13T07:15:30Z,Characterizing Driving Styles with Deep Learning,"Weishan Dong, Jian Li, Renjie Yao, Changsheng Li, Ting Yuan, Lanjun Wang",http://arxiv.org/pdf/1607.03611v2,No journal ref found,none,cs.AI,Summary5859,1607.03705v1,2016-07-13T12:45:53Z,Possibilistic Networks: Parameters Learning from Imprecise Data and Evaluation strategy,"Maroua Haddad, Philippe Leray, Nahla Ben Amor",http://arxiv.org/pdf/1607.03705v1,No journal ref found,none,cs.AI,Summary5860,1608.00100v1,2016-07-30T10:44:58Z,Online Learning of Event Definitions,"Nikos Katzouris, Alexander Artikis, Georgios Paliouras",http://arxiv.org/pdf/1608.00100v1,No journal ref found,none,cs.LG,Summary5861,1608.00667v1,2016-08-02T01:30:25Z,Can Active Learning Experience Be Transferred?,"Hong-Min Chu, Hsuan-Tien Lin",http://arxiv.org/pdf/1608.00667v1,No journal ref found,none,cs.LG,Summary5862,1608.06154v1,2016-08-22T12:59:31Z,Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder,"Pankaj Malhotra, Vishnu TV, Anusha Ramakrishnan, Gaurangi Anand, Lovekesh Vig, Puneet Agarwal, Gautam Shroff",http://arxiv.org/pdf/1608.06154v1,No journal ref found,none,cs.LG,Summary5863,1608.07685v2,2016-08-27T09:53:38Z,Knowledge Semantic Representation: A Generative Model for Interpretable Knowledge Graph Embedding,"Han Xiao, Minlie Huang, Xiaoyan Zhu",http://arxiv.org/pdf/1608.07685v2,No journal ref found,none,cs.LG,Summary5864,1609.02976v1,2016-09-09T23:45:19Z,An Integrated Classification Model for Financial Data Mining,"Fan Cai, Nhien-An Le-Khac, M-T. Kechadi",http://arxiv.org/pdf/1609.02976v1,No journal ref found,none,cs.AI,Summary5865,1609.02993v3,2016-09-10T02:13:02Z,Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks,"Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala",http://arxiv.org/pdf/1609.02993v3,No journal ref found,none,cs.AI,Summary5866,1609.04994v3,2016-09-16T10:55:27Z,Exploration Potential,Jan Leike,http://arxiv.org/pdf/1609.04994v3,No journal ref found,none,cs.LG,Summary5867,1609.05473v5,2016-09-18T11:42:23Z,SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient,"Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu",http://arxiv.org/pdf/1609.05473v5,No journal ref found,none,cs.LG,Summary5868,1609.05518v2,2016-09-18T17:28:22Z,Towards Deep Symbolic Reinforcement Learning,"Marta Garnelo, Kai Arulkumaran, Murray Shanahan",http://arxiv.org/pdf/1609.05518v2,No journal ref found,none,cs.AI,Summary5869,1609.05521v1,2016-09-18T17:52:28Z,Playing FPS Games with Deep Reinforcement Learning,"Guillaume Lample, Devendra Singh Chaplot",http://arxiv.org/pdf/1609.05521v1,No journal ref found,none,cs.AI,Summary5870,1610.00054v1,2016-09-30T23:13:28Z,Outlier Detection from Network Data with Subnetwork Interpretation,"Xuan-Hong Dang, Arlei Silva, Ambuj Singh, Ananthram Swami, Prithwish Basu",http://arxiv.org/pdf/1610.00054v1,No journal ref found,none,cs.AI,Summary5871,1610.00081v2,2016-10-01T03:56:13Z,Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction,"Junbo Zhang, Yu Zheng, Dekang Qi",http://arxiv.org/pdf/1610.00081v2,No journal ref found,none,cs.AI,Summary5872,1610.00465v1,2016-10-03T09:53:06Z,Can Evolutionary Sampling Improve Bagged Ensembles?,"Harsh Nisar, Bhanu Pratap Singh Rawat",http://arxiv.org/pdf/1610.00465v1,No journal ref found,none,cs.LG,Summary5873,1610.01476v1,2016-10-05T15:15:27Z,$\ell_1$ Regularized Gradient Temporal-Difference Learning,"Dominik Meyer, Hao Shen, Klaus Diepold",http://arxiv.org/pdf/1610.01476v1,No journal ref found,none,cs.AI,Summary5874,1610.02164v1,2016-10-07T07:07:47Z,Deep Reinforcement Learning From Raw Pixels in Doom,Danijar Hafner,http://arxiv.org/pdf/1610.02164v1,No journal ref found,none,cs.LG,Summary5875,1610.02995v1,2016-10-10T16:47:36Z,Extrapolation and learning equations,"Georg Martius, Christoph H. Lampert",http://arxiv.org/pdf/1610.02995v1,No journal ref found,none,cs.LG,Summary5876,1610.03996v1,2016-10-13T09:44:03Z,Bank Card Usage Prediction Exploiting Geolocation Information,"Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme",http://arxiv.org/pdf/1610.03996v1,No journal ref found,none,cs.LG,Summary5877,1610.05009v1,2016-10-17T08:29:57Z,Wind ramp event prediction with parallelized Gradient Boosted Regression Trees,"Saurav Gupta, Nitin Anand Shrivastava, Abbas Khosravi, Bijaya Ketan Panigrahi",http://arxiv.org/pdf/1610.05009v1,No journal ref found,none,cs.LG,Summary5878,1610.09778v1,2016-10-31T03:43:04Z,DPPred: An Effective Prediction Framework with Concise Discriminative Patterns,"Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han",http://arxiv.org/pdf/1610.09778v1,No journal ref found,none,cs.LG,Summary5879,1611.00175v1,2016-11-01T10:06:57Z,Robust Spectral Inference for Joint Stochastic Matrix Factorization,"Moontae Lee, David Bindel, David Mimno",http://arxiv.org/pdf/1611.00175v1,No journal ref found,none,cs.LG,Summary5880,1611.00625v2,2016-11-01T05:01:24Z,TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games,"Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala, Timothée Lacroix, Zeming Lin, Florian Richoux, Nicolas Usunier",http://arxiv.org/pdf/1611.00625v2,No journal ref found,none,cs.LG,Summary5881,1611.00862v1,2016-11-03T02:28:53Z,Quantile Reinforcement Learning,"Hugo Gilbert, Paul Weng",http://arxiv.org/pdf/1611.00862v1,No journal ref found,none,cs.LG,Summary5882,1611.00873v1,2016-11-03T03:53:41Z,Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning,"Qiang Lyu, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen",http://arxiv.org/pdf/1611.00873v1,No journal ref found,none,cs.AI,Summary5883,1611.01423v1,2016-11-04T15:30:43Z,Learning Continuous Semantic Representations of Symbolic Expressions,"Miltiadis Allamanis, Pankajan Chanthirasegaran, Pushmeet Kohli, Charles Sutton",http://arxiv.org/pdf/1611.01423v1,No journal ref found,none,cs.LG,Summary5884,1611.02205v2,2016-11-07T18:33:38Z,Playing SNES in the Retro Learning Environment,"Nadav Bhonker, Shai Rozenberg, Itay Hubara",http://arxiv.org/pdf/1611.02205v2,No journal ref found,none,cs.LG,Summary5885,1611.02796v6,2016-11-09T01:46:32Z,Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control,"Natasha Jaques, Shixiang Gu, Dzmitry Bahdanau, Jose Miguel Hernandez Lobato, Richard E. Turner, Douglas Eck",http://arxiv.org/pdf/1611.02796v6,No journal ref found,none,cs.LG,Summary5886,1611.03553v1,2016-11-11T00:46:33Z,The Sum-Product Theorem: A Foundation for Learning Tractable Models,"Abram L. Friesen, Pedro Domingos",http://arxiv.org/pdf/1611.03553v1,"Proceedings of the 33rd International Conference on Machine Learning, pp. 1909-1918, 2016",none,cs.LG,Summary5887,1611.03852v3,2016-11-11T20:53:45Z,"A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models","Chelsea Finn, Paul Christiano, Pieter Abbeel, Sergey Levine",http://arxiv.org/pdf/1611.03852v3,No journal ref found,none,cs.LG,Summary5888,1611.04717v2,2016-11-15T06:42:24Z,Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning,"Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel",http://arxiv.org/pdf/1611.04717v2,No journal ref found,none,cs.AI,Summary5889,1611.05675v1,2016-11-17T13:32:59Z,Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition,"Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai",http://arxiv.org/pdf/1611.05675v1,No journal ref found,none,cs.LG,Summary5890,1611.05950v1,2016-11-18T02:04:57Z,Analysis of a Design Pattern for Teaching with Features and Labels,"Christopher Meek, Patrice Simard, Xiaojin Zhu",http://arxiv.org/pdf/1611.05950v1,No journal ref found,none,cs.AI,Summary5891,1611.06824v3,2016-11-21T15:05:55Z,Options Discovery with Budgeted Reinforcement Learning,"Aurélia Léon, Ludovic Denoyer",http://arxiv.org/pdf/1611.06824v3,No journal ref found,none,cs.LG,Summary5892,1611.06953v1,2016-11-18T02:11:40Z,Associative Adversarial Networks,"Tarik Arici, Asli Celikyilmaz",http://arxiv.org/pdf/1611.06953v1,No journal ref found,none,cs.LG,Summary5893,1611.07507v1,2016-11-22T20:44:39Z,Variational Intrinsic Control,"Karol Gregor, Danilo Jimenez Rezende, Daan Wierstra",http://arxiv.org/pdf/1611.07507v1,No journal ref found,none,cs.LG,Summary5894,1611.08070v1,2016-11-24T05:20:52Z,Multiscale Inverse Reinforcement Learning using Diffusion Wavelets,"Jung-Su Ha, Han-Lim Choi",http://arxiv.org/pdf/1611.08070v1,No journal ref found,none,cs.LG,Summary5895,1611.08108v2,2016-11-24T09:12:47Z,Dynamic Key-Value Memory Networks for Knowledge Tracing,"Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung",http://arxiv.org/pdf/1611.08108v2,No journal ref found,none,cs.AI,Summary5896,1611.09321v2,2016-11-28T20:15:55Z,Improving Policy Gradient by Exploring Under-appreciated Rewards,"Ofir Nachum, Mohammad Norouzi, Dale Schuurmans",http://arxiv.org/pdf/1611.09321v2,No journal ref found,none,cs.LG,Summary5897,1611.09904v1,2016-11-29T21:53:09Z,C-RNN-GAN: Continuous recurrent neural networks with adversarial training,Olof Mogren,http://arxiv.org/pdf/1611.09904v1,No journal ref found,none,cs.AI,Summary5898,1611.10215v1,2016-11-30T15:24:55Z,Unit Commitment using Nearest Neighbor as a Short-Term Proxy,"Gal Dalal, Elad Gilboa, Shie Mannor, Louis Wehenkel",http://arxiv.org/pdf/1611.10215v1,No journal ref found,none,cs.LG,Summary5899,1611.10328v1,2016-11-30T19:37:48Z,The observer-assisted method for adjusting hyper-parameters in deep learning algorithms,Maciej Wielgosz,http://arxiv.org/pdf/1611.10328v1,No journal ref found,none,cs.LG,Summary5900,1612.00222v1,2016-12-01T12:34:54Z,"Interaction Networks for Learning about Objects, Relations and Physics","Peter W. Battaglia, Razvan Pascanu, Matthew Lai, Danilo Rezende, Koray Kavukcuoglu",http://arxiv.org/pdf/1612.00222v1,No journal ref found,none,cs.AI,Summary5901,1612.00341v2,2016-12-01T16:39:04Z,A Compositional Object-Based Approach to Learning Physical Dynamics,"Michael B. Chang, Tomer Ullman, Antonio Torralba, Joshua B. Tenenbaum",http://arxiv.org/pdf/1612.00341v2,No journal ref found,none,cs.AI,Summary5902,1612.02310v1,2016-12-07T16:13:52Z,Extend natural neighbor: a novel classification method with self-adaptive neighborhood parameters in different stages,"Ji Feng, Qingsheng Zhu, Jinlong Huang, Lijun Yang",http://arxiv.org/pdf/1612.02310v1,No journal ref found,none,cs.AI,Summary5903,1612.03780v1,2016-12-12T16:52:01Z,Online Reinforcement Learning for Real-Time Exploration in Continuous State and Action Markov Decision Processes,"Ludovic Hofer, Hugo Gimbert",http://arxiv.org/pdf/1612.03780v1,"ICAPS 26th, PlanRob 4th (Workshop) (2016) 37-48",none,cs.AI,Summary5904,1612.04804v1,2016-12-14T20:50:48Z,Anomaly Detection Using the Knowledge-based Temporal Abstraction Method,Asaf Shabtai,http://arxiv.org/pdf/1612.04804v1,No journal ref found,none,cs.LG,Summary5905,1612.05159v1,2016-12-15T17:41:41Z,Improving Scalability of Reinforcement Learning by Separation of Concerns,"Harm van Seijen, Mehdi Fatemi, Joshua Romoff",http://arxiv.org/pdf/1612.05159v1,No journal ref found,none,cs.LG,Summary5906,1612.05299v1,2016-12-15T22:55:41Z,A Survey of Inductive Biases for Factorial Representation-Learning,Karl Ridgeway,http://arxiv.org/pdf/1612.05299v1,No journal ref found,none,cs.LG,Summary5907,1612.05502v1,2016-12-13T20:22:00Z,Defensive Player Classification in the National Basketball Association,Neil Seward,http://arxiv.org/pdf/1612.05502v1,No journal ref found,none,cs.LG,Summary5908,1612.06018v1,2016-12-19T01:09:23Z,Self-Correcting Models for Model-Based Reinforcement Learning,Erik Talvitie,http://arxiv.org/pdf/1612.06018v1,No journal ref found,none,cs.LG,Summary5909,1612.06505v3,2016-12-20T04:54:49Z,Parallelized Tensor Train Learning of Polynomial Classifiers,"Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong",http://arxiv.org/pdf/1612.06505v3,No journal ref found,none,cs.LG,Summary5910,1612.07896v1,2016-12-23T08:03:20Z,A Base Camp for Scaling AI,"C. J. C. Burges, T. Hart, Z. Yang, S. Cucerzan, R. W. White, A. Pastusiak, J. Lewis",http://arxiv.org/pdf/1612.07896v1,No journal ref found,none,cs.AI,Summary5911,1701.02392v1,2017-01-09T23:36:05Z,Reinforcement Learning via Recurrent Convolutional Neural Networks,"Tanmay Shankar, Santosha K. Dwivedy, Prithwijit Guha",http://arxiv.org/pdf/1701.02392v1,No journal ref found,none,cs.LG,Summary5912,1701.04079v1,2017-01-15T17:14:40Z,Agent-Agnostic Human-in-the-Loop Reinforcement Learning,"David Abel, John Salvatier, Andreas Stuhlmüller, Owain Evans",http://arxiv.org/pdf/1701.04079v1,No journal ref found,none,cs.LG,Summary5913,1701.04113v1,2017-01-15T21:24:45Z,Near Optimal Behavior via Approximate State Abstraction,"David Abel, D. Ellis Hershkowitz, Michael L. Littman",http://arxiv.org/pdf/1701.04113v1,No journal ref found,none,cs.LG,Summary5914,1701.04143v1,2017-01-16T02:39:01Z,Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks,"Vahid Behzadan, Arslan Munir",http://arxiv.org/pdf/1701.04143v1,No journal ref found,none,cs.LG,Summary5915,1701.04238v1,2017-01-16T10:52:51Z,Thompson Sampling For Stochastic Bandits with Graph Feedback,"Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi",http://arxiv.org/pdf/1701.04238v1,No journal ref found,none,cs.LG,Summary5916,1701.09083v1,2017-01-28T19:28:29Z,Efficient Rank Aggregation via Lehmer Codes,"Pan Li, Arya Mazumdar, Olgica Milenkovic",http://arxiv.org/pdf/1701.09083v1,No journal ref found,none,cs.LG,Summary5917,1702.03584v1,2017-02-12T22:38:42Z,Similarity Preserving Representation Learning for Time Series Analysis,"Qi Lei, Jinfeng Yi, Roman Vaculin, Lingfei Wu, Inderjit S. Dhillon",http://arxiv.org/pdf/1702.03584v1,No journal ref found,none,cs.AI,Summary5918,1702.03767v1,2017-02-13T13:33:47Z,Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses?,"Patrick Glauner, Angelo Migliosi, Jorge Meira, Eric Aislan Antonelo, Petko Valtchev, Radu State, Franck Bettinger",http://arxiv.org/pdf/1702.03767v1,No journal ref found,none,cs.LG,Summary5919,1702.04423v1,2017-02-14T23:43:32Z,Efficient Multi-task Feature and Relationship Learning,"Han Zhao, Otilia Stretcu, Renato Negrinho, Alex Smola, Geoff Gordon",http://arxiv.org/pdf/1702.04423v1,No journal ref found,none,cs.LG,Summary5920,1702.04577v1,2017-02-15T12:25:28Z,On the Discrepancy Between Kleinbergs Clustering Axioms and $k$-Means Clustering Algorithm Behavior,"Robert Kłopotek, Mieczysław Kłopotek",http://arxiv.org/pdf/1702.04577v1,No journal ref found,none,cs.LG,Summary5921,1702.04638v1,2017-02-12T14:58:45Z,A Spacetime Approach to Generalized Cognitive Reasoning in Multi-scale Learning,Mark Burgess,http://arxiv.org/pdf/1702.04638v1,No journal ref found,none,cs.AI,Summary5922,1702.04767v1,2017-02-15T20:40:12Z,Efficient Computation of Moments in Sum-Product Networks,"Han Zhao, Geoff Gordon",http://arxiv.org/pdf/1702.04767v1,No journal ref found,none,cs.LG,Summary5923,1702.06230v2,2017-02-21T01:06:11Z,Beating the Worlds Best at Super Smash Bros. with Deep Reinforcement Learning,"Vlad Firoiu, William F. Whitney, Joshua B. Tenenbaum",http://arxiv.org/pdf/1702.06230v2,No journal ref found,none,cs.LG,Summary5924,1702.06238v1,2017-02-21T02:14:47Z,Sample Efficient Policy Search for Optimal Stopping Domains,"Karan Goel, Christoph Dann, Emma Brunskill",http://arxiv.org/pdf/1702.06238v1,No journal ref found,none,cs.AI,Summary5925,1702.06776v1,2017-02-22T12:36:21Z,Causal Inference by Stochastic Complexity,"Kailash Budhathoki, Jilles Vreeken",http://arxiv.org/pdf/1702.06776v1,No journal ref found,none,cs.LG,Summary5926,1702.08039v1,2017-02-26T14:43:38Z,"Criticality and Deep Learning, Part I: Theory vs. Empirics","Dan Oprisa, Peter Toth",http://arxiv.org/pdf/1702.08039v1,No journal ref found,none,cs.AI,Summary5927,1702.08165v1,2017-02-27T07:16:41Z,Reinforcement Learning with Deep Energy-Based Policies,"Tuomas Haarnoja, Haoran Tang, Pieter Abbeel, Sergey Levine",http://arxiv.org/pdf/1702.08165v1,No journal ref found,none,cs.LG,Summary5928,1703.00512v1,2017-03-01T21:20:11Z,PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison,"Randal S. Olson, William La Cava, Patryk Orzechowski, Ryan J. Urbanowicz, Jason H. Moore",http://arxiv.org/pdf/1703.00512v1,No journal ref found,none,cs.LG,Summary5929,1703.00956v1,2017-03-02T21:31:29Z,A Laplacian Framework for Option Discovery in Reinforcement Learning,"Marlos C. Machado, Marc G. Bellemare, Michael Bowling",http://arxiv.org/pdf/1703.00956v1,No journal ref found,none,cs.LG,Summary5930,1703.01203v1,2017-03-03T15:27:38Z,Stochastic Separation Theorems,"A. N. Gorban, I. Y. Tyukin",http://arxiv.org/pdf/1703.01203v1,No journal ref found,none,cs.LG,Summary5931,1703.01327v1,2017-03-03T20:19:08Z,Multi-step Reinforcement Learning: A Unifying Algorithm,"Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland, Richard S. Sutton",http://arxiv.org/pdf/1703.01327v1,No journal ref found,none,cs.AI,Summary5932,cs/0212028v1,2002-12-11T15:50:41Z,Technical Note: Bias and the Quantification of Stability,Peter D. Turney,http://arxiv.org/pdf/cs/0212028v1,"Machine Learning, (1995), 20, 23-33",none,cs.LG,Summary5933,cs/0212029v1,2002-12-11T16:08:36Z,A Theory of Cross-Validation Error,Peter D. Turney,http://arxiv.org/pdf/cs/0212029v1,"Journal of Experimental and Theoretical Artificial Intelligence, (1994), 6, 361-391",none,cs.LG,Summary5934,cs/0212030v1,2002-12-11T17:36:00Z,Theoretical Analyses of Cross-Validation Error and Voting in Instance-Based Learning,Peter D. Turney,http://arxiv.org/pdf/cs/0212030v1,"Journal of Experimental and Theoretical Artificial Intelligence, (1994), 6, 331-360",none,cs.LG,Summary5935,cs/0212034v1,2002-12-11T19:42:14Z,Types of Cost in Inductive Concept Learning,Peter D. Turney,http://arxiv.org/pdf/cs/0212034v1,"Workshop on Cost-Sensitive Learning at the Seventeenth International Conference on Machine Learning, (2000), Stanford University, California, 15-21",none,cs.LG,Summary5936,cs/0212035v1,2002-12-12T19:40:50Z,Exploiting Context When Learning to Classify,Peter D. Turney,http://arxiv.org/pdf/cs/0212035v1,"Proceedings of the European Conference on Machine Learning, Vienna, Austria, (1993), 402-407",none,cs.LG,Summary5937,cs/0212037v1,2002-12-12T18:14:38Z,The Management of Context-Sensitive Features: A Review of Strategies,Peter D. Turney,http://arxiv.org/pdf/cs/0212037v1,"13th International Conference on Machine Learning, Workshop on Learning in Context-Sensitive Domains, Bari, Italy, (1996), 60-66",none,cs.LG,Summary5938,cs/0212038v1,2002-12-12T18:29:02Z,The Identification of Context-Sensitive Features: A Formal Definition of Context for Concept Learning,Peter D. Turney,http://arxiv.org/pdf/cs/0212038v1,"13th International Conference on Machine Learning, Workshop on Learning in Context-Sensitive Domains, Bari, Italy, (1996), 53-59",none,cs.LG,Summary5939,cs/0212041v1,2002-12-12T19:26:52Z,Robust Classification with Context-Sensitive Features,Peter D. Turney,http://arxiv.org/pdf/cs/0212041v1,"Proceedings of the Sixth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Edinburgh, Scotland, (1993), 268-276",none,cs.LG,Summary5940,cs/0307038v1,2003-07-16T23:50:53Z,Manifold Learning with Geodesic Minimal Spanning Trees,"Jose Costa, Alfred Hero",http://arxiv.org/pdf/cs/0307038v1,No journal ref found,none,cs.CV,Summary5941,cs/0402021v1,2004-02-11T15:45:14Z,A Numerical Example on the Principles of Stochastic Discrimination,Tin Kam Ho,http://arxiv.org/pdf/cs/0402021v1,No journal ref found,none,cs.CV,Summary5942,cs/0410036v2,2004-10-15T20:25:24Z,Self-Organised Factorial Encoding of a Toroidal Manifold,Stephen Luttrell,http://arxiv.org/pdf/cs/0410036v2,No journal ref found,none,cs.LG,Summary5943,cs/0609071v2,2006-09-13T03:44:08Z,A kernel method for canonical correlation analysis,Shotaro Akaho,http://arxiv.org/pdf/cs/0609071v2,No journal ref found,none,cs.LG,Summary5944,cs/0610033v1,2006-10-06T04:45:32Z,A kernel for time series based on global alignments,"Marco Cuturi, Jean-Philippe Vert, Oystein Birkenes, Tomoko Matsui",http://arxiv.org/pdf/cs/0610033v1,No journal ref found,none,cs.CV,Summary5945,0802.1258v1,2008-02-09T12:22:47Z,Bayesian Nonlinear Principal Component Analysis Using Random Fields,Heng Lian,http://arxiv.org/pdf/0802.1258v1,No journal ref found,none,cs.CV,Summary5946,0806.2890v1,2008-06-17T23:28:08Z,Learning Graph Matching,"Tiberio S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alex J. Smola",http://arxiv.org/pdf/0806.2890v1,No journal ref found,none,cs.CV,Summary5947,0809.3618v1,2008-09-21T23:23:26Z,Robust Near-Isometric Matching via Structured Learning of Graphical Models,"Julian J. McAuley, Tiberio S. Caetano, Alexander J. Smola",http://arxiv.org/pdf/0809.3618v1,No journal ref found,none,cs.CV,Summary5948,0810.2434v1,2008-10-14T14:22:05Z,Faster and better: a machine learning approach to corner detection,"Edward Rosten, Reid Porter, Tom Drummond",http://arxiv.org/pdf/0810.2434v1,"IEEE Trans. PAMI, 32 (2010), 105--119",none,cs.CV,Summary5949,0812.2574v1,2008-12-13T19:09:03Z,Feature Selection By KDDA For SVM-Based MultiView Face Recognition,"Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari",http://arxiv.org/pdf/0812.2574v1,No journal ref found,none,cs.CV,Summary5950,0812.2575v1,2008-12-13T19:14:53Z,Face Detection Using Adaboosted SVM-Based Component Classifier,"Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari",http://arxiv.org/pdf/0812.2575v1,No journal ref found,none,cs.CV,Summary5951,0901.0760v2,2009-01-07T06:47:47Z,A Theoretical Analysis of Joint Manifolds,"Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk",http://arxiv.org/pdf/0901.0760v2,No journal ref found,none,cs.LG,Summary5952,0901.3590v4,2009-01-23T02:14:42Z,On the Dual Formulation of Boosting Algorithms,"Chunhua Shen, Hanxi Li",http://arxiv.org/pdf/0901.3590v4,No journal ref found,none,cs.LG,Summary5953,0904.2037v3,2009-04-14T01:57:12Z,Boosting through Optimization of Margin Distributions,"Chunhua Shen, Hanxi Li",http://arxiv.org/pdf/0904.2037v3,No journal ref found,none,cs.LG,Summary5954,0905.3347v1,2009-05-20T16:37:16Z,Information Distance in Multiples,Paul M. B. Vitanyi,http://arxiv.org/pdf/0905.3347v1,No journal ref found,none,cs.CV,Summary5955,0909.3123v1,2009-09-16T23:09:16Z,Median K-flats for hybrid linear modeling with many outliers,"Teng Zhang, Arthur Szlam, Gilad Lerman",http://arxiv.org/pdf/0909.3123v1,"Proc. of 2nd IEEE International Workshop on Subspace Methods (Subspace 2009), pp. 234-241 (2009)",none,cs.CV,Summary5956,0909.3606v1,2009-09-19T23:46:21Z,Extension of Path Probability Method to Approximate Inference over Time,Vinay Jethava,http://arxiv.org/pdf/0909.3606v1,No journal ref found,none,cs.LG,Summary5957,0912.0572v1,2009-12-03T03:05:59Z,Isometric Multi-Manifolds Learning,"Mingyu Fan, Hong Qiao, Bo Zhang",http://arxiv.org/pdf/0912.0572v1,No journal ref found,none,cs.LG,Summary5958,0912.1009v1,2009-12-05T12:54:24Z,Biogeography based Satellite Image Classification,"V. K. Panchal, Parminder Singh, Navdeep Kaur, Harish Kundra",http://arxiv.org/pdf/0912.1009v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 2, pp. 269-274, November 2009, USA",none,cs.CV,Summary5959,0912.1830v1,2009-12-09T18:41:49Z,Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph,Kazumoto Tanaka,http://arxiv.org/pdf/0912.1830v1,"K. TANAKA, ""Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph"", International Journal of Computer Science Issues, IJCSI, Volume 6, Issue 2, pp14-19, November 2009",none,cs.CV,Summary5960,0912.2302v1,2009-12-11T18:14:29Z,Synthesis of supervised classification algorithm using intelligent and statistical tools,"Ali Douik, Mourad Moussa Jlassi",http://arxiv.org/pdf/0912.2302v1,IJCSE Volume 1 Issue 2 2009 89-97,none,cs.CV,Summary5961,1001.1027v4,2010-01-07T06:22:56Z,An Unsupervised Algorithm For Learning Lie Group Transformations,"Jascha Sohl-Dickstein, Ching Ming Wang, Bruno A. Olshausen",http://arxiv.org/pdf/1001.1027v4,No journal ref found,none,cs.CV,Summary5962,1001.2605v1,2010-01-15T03:03:24Z,An Explicit Nonlinear Mapping for Manifold Learning,"Hong Qiao, Peng Zhang, Di Wang, Bo Zhang",http://arxiv.org/pdf/1001.2605v1,No journal ref found,none,cs.CV,Summary5963,1001.4140v1,2010-01-23T08:53:49Z,SVM-based Multiview Face Recognition by Generalization of Discriminant Analysis,"Dakshina Ranjan Kisku, Hunny Mehrotra, Jamuna Kanta Sing, Phalguni Gupta",http://arxiv.org/pdf/1001.4140v1,"International Journal of Computer Systems Science and Engineering (formerly International Journal of Intelligent Systems and Technologies), vol. 3, no. 3, pp. 174--179, 2008",none,cs.CV,Summary5964,1003.5865v1,2010-03-30T16:36:36Z,Offline Signature Identification by Fusion of Multiple Classifiers using Statistical Learning Theory,"Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1003.5865v1,No journal ref found,none,cs.CV,Summary5965,1004.0378v7,2010-04-02T19:26:47Z,"Facial Expression Representation and Recognition Using 2DHLDA, Gabor Wavelets, and Ensemble Learning","Mahmoud Khademi, Mohammad H. Kiapour, Mehran Safayani, Mohammad T. Manzuri, M. Shojaei",http://arxiv.org/pdf/1004.0378v7,No journal ref found,none,cs.CV,Summary5966,1004.0515v1,2010-04-04T16:23:53Z,Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network,"Mahmoud Khademi, Mohammad T. Manzuri-Shalmani, Mohammad H. Kiapour, Ali A. Kiaei",http://arxiv.org/pdf/1004.0515v1,"LNCS vol. 5997, pp. 304--313, Springer, Heidelberg (Proc. of 9th IAPR Workshop on Multiple Classifier Systems), 2010.",none,cs.CV,Summary5967,1004.0517v1,2010-04-04T16:40:39Z,Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation,"Mahmoud Khademi, Mehran Safayani, Mohammad T. Manzuri-Shalmani",http://arxiv.org/pdf/1004.0517v1,No journal ref found,none,cs.CV,Summary5968,1004.0755v1,2010-04-06T02:27:58Z,Extended Two-Dimensional PCA for Efficient Face Representation and Recognition,"Mehran Safayani, Mohammad T. Manzuri-Shalmani, Mahmoud Khademi",http://arxiv.org/pdf/1004.0755v1,No journal ref found,none,cs.CV,Summary5969,1007.2958v1,2010-07-17T19:59:11Z,A Machine Learning Approach to Recovery of Scene Geometry from Images,Hoang Trinh,http://arxiv.org/pdf/1007.2958v1,No journal ref found,none,cs.CV,Summary5970,1010.3467v1,2010-10-18T02:31:21Z,Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition,"Koray Kavukcuoglu, MarcAurelio Ranzato, Yann LeCun",http://arxiv.org/pdf/1010.3467v1,No journal ref found,none,cs.CV,Summary5971,1010.4951v2,2010-10-24T11:28:11Z,Local Component Analysis for Nonparametric Bayes Classifier,"Mahmoud Khademi, Mohammad T. Manzuri-Shalmani, Meharn safayani",http://arxiv.org/pdf/1010.4951v2,No journal ref found,none,cs.CV,Summary5972,1107.2807v1,2011-07-14T12:51:10Z,Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order,"Boris Flach, Dmitrij Schlesinger",http://arxiv.org/pdf/1107.2807v1,"Control Systems and Computers, (2) 2011, pp 14-24",none,cs.CV,Summary5973,1107.3823v1,2011-07-19T19:43:10Z,Weakly Supervised Learning of Foreground-Background Segmentation using Masked RBMs,"Nicolas Heess, Nicolas Le Roux, John Winn",http://arxiv.org/pdf/1107.3823v1,International Conference on Artificial Neural Networks (2011),none,cs.LG,Summary5974,1108.1636v1,2011-08-08T08:59:05Z,A new embedding quality assessment method for manifold learning,"Peng Zhang, Yuanyuan Ren, Bo Zhang",http://arxiv.org/pdf/1108.1636v1,No journal ref found,none,cs.CV,Summary5975,1110.0061v1,2011-10-01T01:07:03Z,Learning image transformations without training examples,Sergey Pankov,http://arxiv.org/pdf/1110.0061v1,"Proc. 7th International Symposium on Visual Computing, part II, pp 168-179, 2011",none,cs.LG,Summary5976,1110.0957v1,2011-10-05T11:49:09Z,Dictionary Learning for Deblurring and Digital Zoom,"Florent Couzinie-Devy, Julien Mairal, Francis Bach, Jean Ponce",http://arxiv.org/pdf/1110.0957v1,No journal ref found,none,cs.LG,Summary5977,1110.3109v2,2011-10-14T02:05:14Z,Robust Image Analysis by L1-Norm Semi-supervised Learning,"Zhiwu Lu, Yuxin Peng",http://arxiv.org/pdf/1110.3109v2,No journal ref found,none,cs.CV,Summary5978,1201.2605v2,2012-01-12T16:09:10Z,Autonomous Cleaning of Corrupted Scanned Documents - A Generative Modeling Approach,"Zhenwen Dai, Jörg Lücke",http://arxiv.org/pdf/1201.2605v2,No journal ref found,none,cs.CV,Summary5979,1202.2160v2,2012-02-10T00:30:48Z,"Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers","Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun",http://arxiv.org/pdf/1202.2160v2,No journal ref found,none,cs.CV,Summary5980,1202.4002v1,2012-02-17T20:07:25Z,Generalized Principal Component Analysis (GPCA),"Rene Vidal, Yi Ma, Shankar Sastry",http://arxiv.org/pdf/1202.4002v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 27, no 12, 2005",none,cs.CV,Summary5981,1205.6544v1,2012-05-30T05:07:55Z,A Brief Summary of Dictionary Learning Based Approach for Classification (revised),"Shu Kong, Donghui Wang",http://arxiv.org/pdf/1205.6544v1,No journal ref found,none,cs.CV,Summary5982,1208.2128v1,2012-08-10T09:33:37Z,Brain tumor MRI image classification with feature selection and extraction using linear discriminant analysis,"V. P. Gladis Pushpa Rathi, S. Palani",http://arxiv.org/pdf/1208.2128v1,No journal ref found,none,cs.CV,Summary5983,1212.0142v2,2012-12-01T18:13:03Z,Pedestrian Detection with Unsupervised Multi-Stage Feature Learning,"Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala, Yann LeCun",http://arxiv.org/pdf/1212.0142v2,No journal ref found,none,cs.CV,Summary5984,1212.2415v1,2012-12-11T13:19:54Z,Robust Face Recognition using Local Illumination Normalization and Discriminant Feature Point Selection,"Song Han, Jinsong Kim, Cholhun Kim, Jongchol Jo, Sunam Han",http://arxiv.org/pdf/1212.2415v1,No journal ref found,none,cs.LG,Summary5985,1212.3913v3,2012-12-17T07:56:15Z,Group Component Analysis for Multi-block Data: Common and Individual Feature Extraction,"Guoxu Zhou, Andrzej Cichocki, Yu Zhang, Danilo Mandic",http://arxiv.org/pdf/1212.3913v3,No journal ref found,none,cs.CV,Summary5986,1302.0435v2,2013-02-02T22:56:26Z,Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions,"Yu Zhang, James Z. Wang, Jia Li",http://arxiv.org/pdf/1302.0435v2,No journal ref found,none,cs.LG,Summary5987,1302.5056v1,2013-01-15T18:47:11Z,Pooling-Invariant Image Feature Learning,"Yangqing Jia, Oriol Vinyals, Trevor Darrell",http://arxiv.org/pdf/1302.5056v1,No journal ref found,none,cs.CV,Summary5988,0910.1650v1,2009-10-09T04:55:41Z,Local and global approaches of affinity propagation clustering for large scale data,"Dingyin Xia, Fei Wu, Xuqing Zhang, Yueting Zhuang",http://arxiv.org/pdf/0910.1650v1,J Zhejiang Univ Sci A 2008 9(10):1373-1381,none,cs.LG,Summary5989,0910.2279v1,2009-10-13T00:54:31Z,Positive Semidefinite Metric Learning with Boosting,"Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel",http://arxiv.org/pdf/0910.2279v1,No journal ref found,none,cs.CV,Summary5990,1002.0416v1,2010-02-02T08:15:20Z,Fusion of Multiple Matchers using SVM for Offline Signature Identification,"Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1002.0416v1,No journal ref found,none,cs.CV,Summary5991,1002.2050v1,2010-02-10T10:16:57Z,Intrinsic dimension estimation of data by principal component analysis,"Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang",http://arxiv.org/pdf/1002.2050v1,No journal ref found,none,cs.CV,Summary5992,1002.4040v2,2010-02-22T02:58:49Z,Handwritten Bangla Basic and Compound character recognition using MLP and SVM classifier,"Nibaran Das, Bindaban Das, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri",http://arxiv.org/pdf/1002.4040v2,"Journal of Computing, Volume 2, Issue 2, February 2010, https://sites.google.com/site/journalofcomputing/",none,cs.CV,Summary5993,1002.4046v1,2010-02-22T03:12:14Z,Supervised Classification Performance of Multispectral Images,"K. Perumal, R. Bhaskaran",http://arxiv.org/pdf/1002.4046v1,"Journal of Computing, Volume 2, Issue 2, February 2010, https://sites.google.com/site/journalofcomputing/",none,cs.LG,Summary5994,1109.2388v1,2011-09-12T07:31:34Z,MIS-Boost: Multiple Instance Selection Boosting,"Emre Akbas, Bernard Ghanem, Narendra Ahuja",http://arxiv.org/pdf/1109.2388v1,No journal ref found,none,cs.LG,Summary5995,1109.2389v1,2011-09-12T07:45:03Z,A Probabilistic Framework for Discriminative Dictionary Learning,"Bernard Ghanem, Narendra Ahuja",http://arxiv.org/pdf/1109.2389v1,No journal ref found,none,cs.CV,Summary5996,1204.0171v5,2012-04-01T07:16:47Z,A New Fuzzy Stacked Generalization Technique and Analysis of its Performance,"Mete Ozay, Fatos T. Yarman Vural",http://arxiv.org/pdf/1204.0171v5,No journal ref found,none,cs.LG,Summary5997,1204.5309v3,2012-04-24T08:56:42Z,Analysis Operator Learning and Its Application to Image Reconstruction,"Simon Hawe, Martin Kleinsteuber, Klaus Diepold",http://arxiv.org/pdf/1204.5309v3,No journal ref found,none,cs.LG,Summary5998,1209.1960v1,2012-09-10T12:22:06Z,A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm,"M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela",http://arxiv.org/pdf/1209.1960v1,Expert Systems with Applications 40 (2013) 200-210,none,cs.LG,Summary5999,1209.6525v1,2012-09-28T14:09:30Z,A Complete System for Candidate Polyps Detection in Virtual Colonoscopy,"Marcelo Fiori, Pablo Musé, Guillermo Sapiro",http://arxiv.org/pdf/1209.6525v1,No journal ref found,none,cs.CV,Summary6000,1211.1127v1,2012-11-06T07:26:49Z,Visual Transfer Learning: Informal Introduction and Literature Overview,Erik Rodner,http://arxiv.org/pdf/1211.1127v1,No journal ref found,none,cs.CV,Summary6001,1211.1544v3,2012-11-07T13:35:52Z,"Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds","Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling",http://arxiv.org/pdf/1211.1544v3,No journal ref found,none,cs.CV,Summary6002,1211.1552v1,2012-11-07T13:50:19Z,"Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms","Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling",http://arxiv.org/pdf/1211.1552v1,No journal ref found,none,cs.CV,Summary6003,1211.1893v1,2012-11-06T19:13:21Z,Tangent-based manifold approximation with locally linear models,"Sofia Karygianni, Pascal Frossard",http://arxiv.org/pdf/1211.1893v1,No journal ref found,none,cs.LG,Summary6004,1301.3193v1,2013-01-15T01:07:14Z,Learning Graphical Model Parameters with Approximate Marginal Inference,Justin Domke,http://arxiv.org/pdf/1301.3193v1,No journal ref found,none,cs.LG,Summary6005,1301.3323v4,2013-01-15T12:47:39Z,Auto-pooling: Learning to Improve Invariance of Image Features from Image Sequences,"Sainbayar Sukhbaatar, Takaki Makino, Kazuyuki Aihara",http://arxiv.org/pdf/1301.3323v4,No journal ref found,none,cs.CV,Summary6006,1301.3516v3,2013-01-15T22:15:06Z,Learnable Pooling Regions for Image Classification,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1301.3516v3,No journal ref found,none,cs.CV,Summary6007,1301.3551v6,2013-01-16T01:49:52Z,Information Theoretic Learning with Infinitely Divisible Kernels,"Luis G. Sanchez Giraldo, Jose C. Principe",http://arxiv.org/pdf/1301.3551v6,No journal ref found,none,cs.LG,Summary6008,1301.3583v4,2013-01-16T04:45:29Z,Big Neural Networks Waste Capacity,"Yann N. Dauphin, Yoshua Bengio",http://arxiv.org/pdf/1301.3583v4,No journal ref found,none,cs.LG,Summary6009,1301.3644v1,2013-01-16T10:12:37Z,Regularized Discriminant Embedding for Visual Descriptor Learning,"Kye-Hyeon Kim, Rui Cai, Lei Zhang, Seungjin Choi",http://arxiv.org/pdf/1301.3644v1,No journal ref found,none,cs.CV,Summary6010,1301.3666v2,2013-01-16T12:01:34Z,Zero-Shot Learning Through Cross-Modal Transfer,"Richard Socher, Milind Ganjoo, Hamsa Sridhar, Osbert Bastani, Christopher D. Manning, Andrew Y. Ng",http://arxiv.org/pdf/1301.3666v2,No journal ref found,none,cs.CV,Summary6011,1301.3775v4,2013-01-16T18:07:01Z,Discriminative Recurrent Sparse Auto-Encoders,"Jason Tyler Rolfe, Yann LeCun",http://arxiv.org/pdf/1301.3775v4,No journal ref found,none,cs.LG,Summary6012,1301.5348v2,2013-01-15T21:36:06Z,Why Size Matters: Feature Coding as Nystrom Sampling,"Oriol Vinyals, Yangqing Jia, Trevor Darrell",http://arxiv.org/pdf/1301.5348v2,No journal ref found,none,cs.LG,Summary6013,1304.0840v1,2013-04-03T04:31:10Z,A Fast Semidefinite Approach to Solving Binary Quadratic Problems,"Peng Wang, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1304.0840v1,No journal ref found,none,cs.CV,Summary6014,1304.2490v1,2013-04-09T08:45:57Z,Kernel Reconstruction ICA for Sparse Representation,"Yanhui Xiao, Zhenfeng Zhu, Yao Zhao",http://arxiv.org/pdf/1304.2490v1,No journal ref found,none,cs.CV,Summary6015,1304.5894v2,2013-04-22T09:46:47Z,Bayesian crack detection in ultra high resolution multimodal images of paintings,"Bruno Cornelis, Yun Yang, Joshua T. Vogelstein, Ann Dooms, Ingrid Daubechies, David Dunson",http://arxiv.org/pdf/1304.5894v2,No journal ref found,none,cs.CV,Summary6016,1304.7465v1,2013-04-28T13:31:44Z,Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering,"M. Emre Celebi, Hassan A. Kingravi",http://arxiv.org/pdf/1304.7465v1,International Journal of Pattern Recognition and Artificial Intelligence 26 (2012) 1250018,none,cs.LG,Summary6017,1309.1853v1,2013-09-07T11:33:36Z,A General Two-Step Approach to Learning-Based Hashing,"Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel",http://arxiv.org/pdf/1309.1853v1,No journal ref found,none,cs.LG,Summary6018,1309.4061v1,2013-09-16T18:30:41Z,Learning a Loopy Model For Semantic Segmentation Exactly,"Andreas Christian Mueller, Sven Behnke",http://arxiv.org/pdf/1309.4061v1,No journal ref found,none,cs.LG,Summary6019,1310.0354v3,2013-10-01T15:42:54Z,Deep and Wide Multiscale Recursive Networks for Robust Image Labeling,"Gary B. Huang, Viren Jain",http://arxiv.org/pdf/1310.0354v3,No journal ref found,none,cs.CV,Summary6020,1310.0900v1,2013-10-03T05:50:40Z,Efficient pedestrian detection by directly optimize the partial area under the ROC curve,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1310.0900v1,No journal ref found,none,cs.CV,Summary6021,1311.4158v5,2013-11-17T13:22:44Z,Unsupervised Learning of Invariant Representations in Hierarchical Architectures,"Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco, Jim Mutch, Andrea Tacchetti, Tomaso Poggio",http://arxiv.org/pdf/1311.4158v5,No journal ref found,none,cs.CV,Summary6022,1312.1743v2,2013-12-06T00:55:51Z,Dual coordinate solvers for large-scale structural SVMs,Deva Ramanan,http://arxiv.org/pdf/1312.1743v2,No journal ref found,none,cs.LG,Summary6023,1312.3989v1,2013-12-14T00:28:32Z,Classifiers With a Reject Option for Early Time-Series Classification,"Nima Hatami, Camelia Chira",http://arxiv.org/pdf/1312.3989v1,"Computational Intelligence and Ensemble Learning (CIEL), IEEE Symposium on, 9-16, 2013",none,cs.CV,Summary6024,1312.3990v1,2013-12-14T00:29:36Z,ECOC-Based Training of Neural Networks for Face Recognition,"Nima Hatami, Reza Ebrahimpour, Reza Ghaderi",http://arxiv.org/pdf/1312.3990v1,"Cybernetics and Intelligent Systems, IEEE Conference on, 450-454, 2008",none,cs.CV,Summary6025,1312.5697v2,2013-12-19T18:53:47Z,Using Web Co-occurrence Statistics for Improving Image Categorization,"Samy Bengio, Jeff Dean, Dumitru Erhan, Eugene Ie, Quoc Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer",http://arxiv.org/pdf/1312.5697v2,No journal ref found,none,cs.CV,Summary6026,1312.6594v3,2013-12-20T16:36:40Z,Sequentially Generated Instance-Dependent Image Representations for Classification,"Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome, Matthieu Cord, Patrick Gallinari",http://arxiv.org/pdf/1312.6594v3,No journal ref found,none,cs.CV,Summary6027,1401.0764v1,2014-01-04T02:05:35Z,Context-Aware Hypergraph Construction for Robust Spectral Clustering,"Xi Li, Weiming Hu, Chunhua Shen, Anthony Dick, Zhongfei Zhang",http://arxiv.org/pdf/1401.0764v1,No journal ref found,none,cs.CV,Summary6028,1401.0767v1,2014-01-04T02:28:48Z,From Kernel Machines to Ensemble Learning,"Chunhua Shen, Fayao Liu",http://arxiv.org/pdf/1401.0767v1,No journal ref found,none,cs.LG,Summary6029,1405.1005v2,2014-05-05T19:26:58Z,Comparing apples to apples in the evaluation of binary coding methods,"Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David Jacobs, Larry S. Davis",http://arxiv.org/pdf/1405.1005v2,No journal ref found,none,cs.CV,Summary6030,1405.1966v1,2014-04-15T16:52:38Z,Texture Based Image Segmentation of Chili Pepper X-Ray Images Using Gabor Filter,"M. Rajalakshmi, Dr. P. Subashini",http://arxiv.org/pdf/1405.1966v1,"IJASCSE, Volume 3, Issue 3, 2014, pg 44-51",none,cs.CV,Summary6031,1405.2102v1,2014-05-08T21:29:04Z,Improving Image Clustering using Sparse Text and the Wisdom of the Crowds,"Anna Ma, Arjuna Flenner, Deanna Needell, Allon G. Percus",http://arxiv.org/pdf/1405.2102v1,No journal ref found,none,cs.LG,Summary6032,1405.3382v1,2014-05-14T07:00:38Z,Active Mining of Parallel Video Streams,"Samaneh Khoshrou, Jaime S. Cardoso, Luis F. Teixeira",http://arxiv.org/pdf/1405.3382v1,No journal ref found,none,cs.CV,Summary6033,1405.4583v1,2014-05-19T03:06:14Z,ESSP: An Efficient Approach to Minimizing Dense and Nonsubmodular Energy Functions,"Wei Feng, Jiaya Jia, Zhi-Qiang Liu",http://arxiv.org/pdf/1405.4583v1,No journal ref found,none,cs.CV,Summary6034,1405.5488v1,2014-04-24T02:29:19Z,On Learning Where To Look,MarcAurelio Ranzato,http://arxiv.org/pdf/1405.5488v1,No journal ref found,none,cs.CV,Summary6035,1405.5769v2,2014-05-22T14:35:52Z,Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT,"Philipp Fischer, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1405.5769v2,No journal ref found,none,cs.CV,Summary6036,1405.6177v1,2014-02-14T20:53:43Z,Automated Fabric Defect Inspection: A Survey of Classifiers,"Md. Tarek Habib, Rahat Hossain Faisal, M. Rokonuzzaman, Farruk Ahmed",http://arxiv.org/pdf/1405.6177v1,No journal ref found,none,cs.CV,Summary6037,1408.1292v4,2014-08-06T14:27:57Z,Scalable Greedy Algorithms for Transfer Learning,"Ilja Kuzborskij, Francesco Orabona, Barbara Caputo",http://arxiv.org/pdf/1408.1292v4,No journal ref found,none,cs.CV,Summary6038,1408.3218v1,2014-08-14T08:42:22Z,Toward Automated Discovery of Artistic Influence,"Babak Saleh, Kanako Abe, Ravneet Singh Arora, Ahmed Elgammal",http://arxiv.org/pdf/1408.3218v1,No journal ref found,none,cs.CV,Summary6039,1408.3337v1,2014-08-14T16:47:34Z,2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers,"Ari Seff, Le Lu, Kevin M. Cherry, Holger Roth, Jiamin Liu, Shijun Wang, Joanne Hoffman, Evrim B. Turkbey, Ronald M. Summers",http://arxiv.org/pdf/1408.3337v1,No journal ref found,none,cs.CV,Summary6040,1408.3967v4,2014-08-18T10:34:29Z,Learning Deep Representation for Face Alignment with Auxiliary Attributes,"Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1408.3967v4,No journal ref found,none,cs.CV,Summary6041,1408.4576v2,2014-08-20T09:25:18Z,Introduction to Clustering Algorithms and Applications,"Sibei Yang, Liangde Tao, Bingchen Gong",http://arxiv.org/pdf/1408.4576v2,No journal ref found,none,cs.LG,Summary6042,1408.5400v1,2014-08-22T19:56:14Z,Hierarchical Adaptive Structural SVM for Domain Adaptation,"Jiaolong Xu, Sebastian Ramos, David Vazquez, Antonio M. Lopez",http://arxiv.org/pdf/1408.5400v1,No journal ref found,none,cs.CV,Summary6043,1408.5574v2,2014-08-24T07:40:19Z,Supervised Hashing Using Graph Cuts and Boosted Decision Trees,"Guosheng Lin, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1408.5574v2,No journal ref found,none,cs.LG,Summary6044,1409.0964v1,2014-09-03T06:45:11Z,Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features,"Liansheng Zhuang, Shenghua Gao, Jinhui Tang, Jingjing Wang, Zhouchen Lin, Yi Ma",http://arxiv.org/pdf/1409.0964v1,No journal ref found,none,cs.CV,Summary6045,1409.3854v1,2014-09-12T20:11:36Z,"Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm","M. Emre Celebi, Hassan A. Kingravi",http://arxiv.org/pdf/1409.3854v1,No journal ref found,none,cs.LG,Summary6046,1409.3879v2,2014-09-12T22:35:08Z,Unsupervised learning of clutter-resistant visual representations from natural videos,"Qianli Liao, Joel Z. Leibo, Tomaso Poggio",http://arxiv.org/pdf/1409.3879v2,No journal ref found,none,cs.CV,Summary6047,1409.4127v2,2014-09-15T01:26:55Z,Transfer Learning for Video Recognition with Scarce Training Data for Deep Convolutional Neural Network,"Yu-Chuan Su, Tzu-Hsuan Chiu, Chun-Yen Yeh, Hsin-Fu Huang, Winston H. Hsu",http://arxiv.org/pdf/1409.4127v2,No journal ref found,none,cs.CV,Summary6048,1409.4689v2,2014-09-16T16:31:07Z,Compute Less to Get More: Using ORC to Improve Sparse Filtering,"Johannes Lederer, Sergio Guadarrama",http://arxiv.org/pdf/1409.4689v2,No journal ref found,none,cs.CV,Summary6049,1409.5209v3,2014-09-18T07:14:33Z,Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1409.5209v3,No journal ref found,none,cs.CV,Summary6050,1409.6440v2,2014-09-23T08:17:07Z,A non-linear learning & classification algorithm that achieves full training accuracy with stellar classification accuracy,Rashid Khogali,http://arxiv.org/pdf/1409.6440v2,No journal ref found,none,cs.CV,Summary6051,1409.6448v1,2014-09-23T08:36:05Z,HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection,"Bo Han, Bo He, Tingting Sun, Mengmeng Ma, Amaury Lendasse",http://arxiv.org/pdf/1409.6448v1,No journal ref found,none,cs.CV,Summary6052,1409.7794v3,2014-09-27T10:58:09Z,Large-scale Online Feature Selection for Ultra-high Dimensional Sparse Data,"Yue Wu, Steven C. H. Hoi, Tao Mei, Nenghai Yu",http://arxiv.org/pdf/1409.7794v3,No journal ref found,none,cs.LG,Summary6053,1501.02393v1,2015-01-10T21:12:09Z,Riemannian Metric Learning for Symmetric Positive Definite Matrices,"Raviteja Vemulapalli, David W. Jacobs",http://arxiv.org/pdf/1501.02393v1,No journal ref found,none,cs.CV,Summary6054,1501.04284v1,2015-01-18T11:52:21Z,Pairwise Constraint Propagation on Multi-View Data,"Zhiwu Lu, Liwei Wang",http://arxiv.org/pdf/1501.04284v1,No journal ref found,none,cs.CV,Summary6055,1501.04717v1,2015-01-20T06:05:01Z,Robust Face Recognition by Constrained Part-based Alignment,"Yuting Zhang, Kui Jia, Yueming Wang, Gang Pan, Tsung-Han Chan, Yi Ma",http://arxiv.org/pdf/1501.04717v1,No journal ref found,none,cs.CV,Summary6056,1501.06272v2,2015-01-26T07:33:40Z,Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval,"Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan",http://arxiv.org/pdf/1501.06272v2,No journal ref found,none,cs.CV,Summary6057,1501.07645v2,2015-01-30T02:08:51Z,Hyper-parameter optimization of Deep Convolutional Networks for object recognition,Sachin S. Talathi,http://arxiv.org/pdf/1501.07645v2,No journal ref found,none,cs.CV,Summary6058,1505.00308v1,2015-05-02T03:23:46Z,Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models,"Tejaswi Nimmagadda, Anima Anandkumar",http://arxiv.org/pdf/1505.00308v1,No journal ref found,none,cs.CV,Summary6059,1505.00670v1,2015-05-04T15:05:59Z,Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation,"Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers",http://arxiv.org/pdf/1505.00670v1,No journal ref found,none,cs.CV,Summary6060,1505.01728v2,2015-05-07T14:45:11Z,Integrating K-means with Quadratic Programming Feature Selection,"Yamuna Prasad, K. K. Biswas",http://arxiv.org/pdf/1505.01728v2,No journal ref found,none,cs.CV,Summary6061,1505.05233v2,2015-05-20T03:01:08Z,Visual Understanding via Multi-Feature Shared Learning with Global Consistency,"Lei Zhang, David Zhang",http://arxiv.org/pdf/1505.05233v2,No journal ref found,none,cs.CV,Summary6062,1505.06907v1,2015-05-26T11:33:04Z,Using Dimension Reduction to Improve the Classification of High-dimensional Data,"Andreas Grünauer, Markus Vincze",http://arxiv.org/pdf/1505.06907v1,No journal ref found,none,cs.LG,Summary6063,1101.2987v1,2011-01-15T13:29:12Z,Support vector machines/relevance vector machine for remote sensing classification: A review,Mahesh Pal,http://arxiv.org/pdf/1101.2987v1,"Proceeding of the Workshop on Application of advanced soft computing Techniques in Geo-spatial Data Analysis. Department of Civil Engineering, IIT Bombay, Sept. 22-23,2008, 211-227",none,cs.CV,Summary6064,1101.4749v1,2011-01-25T09:11:49Z,Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video,"Osman Gunay, Behcet Ugur Toreyin, Kivanc Kose, A. Enis Cetin",http://arxiv.org/pdf/1101.4749v1,No journal ref found,none,cs.CV,Summary6065,1101.5785v1,2011-01-30T17:16:55Z,Statistical Compressed Sensing of Gaussian Mixture Models,"Guoshen Yu, Guillermo Sapiro",http://arxiv.org/pdf/1101.5785v1,No journal ref found,none,cs.CV,Summary6066,1203.1483v1,2012-03-07T14:33:26Z,Learning Random Kernel Approximations for Object Recognition,"Eduard Gabriel Băzăvan, Fuxin Li, Cristian Sminchisescu",http://arxiv.org/pdf/1203.1483v1,No journal ref found,none,cs.CV,Summary6067,1207.0151v1,2012-06-30T21:04:13Z,Differentiable Pooling for Hierarchical Feature Learning,"Matthew D. Zeiler, Rob Fergus",http://arxiv.org/pdf/1207.0151v1,No journal ref found,none,cs.CV,Summary6068,1207.0677v1,2012-07-03T13:52:19Z,Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI),"Romain Giot, Christophe Charrier, Maxime Descoteaux",http://arxiv.org/pdf/1207.0677v1,No journal ref found,none,cs.LG,Summary6069,1207.2488v4,2012-07-10T20:52:46Z,Kernelized Supervised Dictionary Learning,"Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel",http://arxiv.org/pdf/1207.2488v4,No journal ref found,none,cs.CV,Summary6070,1207.3071v2,2012-07-12T19:37:13Z,Supervised Texture Classification Using a Novel Compression-Based Similarity Measure,"Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel",http://arxiv.org/pdf/1207.3071v2,No journal ref found,none,cs.CV,Summary6071,1207.3389v2,2012-07-14T04:44:17Z,Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking,"Xi Li, Anthony Dick, Chunhua Shen, Anton van den Hengel, Hanzi Wang",http://arxiv.org/pdf/1207.3389v2,No journal ref found,none,cs.CV,Summary6072,1207.3394v1,2012-07-14T06:13:48Z,Dimension Reduction by Mutual Information Feature Extraction,Ali Shadvar,http://arxiv.org/pdf/1207.3394v1,No journal ref found,none,cs.LG,Summary6073,1207.3598v2,2012-07-16T08:22:36Z,Learning to rank from medical imaging data,"Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Elodie Cauvet, Christophe Pallier, Bertrand Thirion",http://arxiv.org/pdf/1207.3598v2,MLMI 2012 - 3rd International Workshop on Machine Learning in Medical Imaging (2012),none,cs.LG,Summary6074,1207.3607v1,2012-07-16T09:23:06Z,Fusing image representations for classification using support vector machines,"Can Demirkesen, Hocine Cherifi",http://arxiv.org/pdf/1207.3607v1,No journal ref found,none,cs.CV,Summary6075,1207.4089v1,2012-07-17T19:05:18Z,A Two-Stage Combined Classifier in Scale Space Texture Classification,"Mehrdad J. Gangeh, Robert P. W. Duin, Bart M. ter Haar Romeny, Mohamed S. Kamel",http://arxiv.org/pdf/1207.4089v1,No journal ref found,none,cs.CV,Summary6076,1210.2162v1,2012-10-08T07:15:57Z,Semisupervised Classifier Evaluation and Recalibration,"Peter Welinder, Max Welling, Pietro Perona",http://arxiv.org/pdf/1210.2162v1,No journal ref found,none,cs.LG,Summary6077,1303.6163v3,2013-03-25T15:20:09Z,Machine learning of hierarchical clustering to segment 2D and 3D images,"Juan Nunez-Iglesias, Ryan Kennedy, Toufiq Parag, Jianbo Shi, Dmitri B. Chklovskii",http://arxiv.org/pdf/1303.6163v3,"PLoS ONE, 2013, 8(8): e71715",none,cs.CV,Summary6078,1305.4204v1,2013-05-17T22:40:14Z,Machine learning on images using a string-distance,"Uzi Chester, Joel Ratsaby",http://arxiv.org/pdf/1305.4204v1,No journal ref found,none,cs.LG,Summary6079,1306.1083v1,2013-06-05T12:48:02Z,Discriminative Parameter Estimation for Random Walks Segmentation: Technical Report,"Pierre-Yves Baudin, Danny Goodman, Puneet Kumar, Noura Azzabou, Pierre G. Carlier, Nikos Paragios, M. Pawan Kumar",http://arxiv.org/pdf/1306.1083v1,No journal ref found,none,cs.CV,Summary6080,1308.1187v1,2013-08-06T05:57:08Z,Spatial-Aware Dictionary Learning for Hyperspectral Image Classification,"Ali Soltani-Farani, Hamid R. Rabiee, Seyyed Abbas Hosseini",http://arxiv.org/pdf/1308.1187v1,No journal ref found,none,cs.CV,Summary6081,1308.6721v1,2013-08-30T12:13:11Z,Discriminative Parameter Estimation for Random Walks Segmentation,"Pierre-Yves Baudin, Danny Goodman, Puneet Kumar, Noura Azzabou, Pierre G. Carlier, Nikos Paragios, M. Pawan Kumar",http://arxiv.org/pdf/1308.6721v1,No journal ref found,none,cs.CV,Summary6082,1402.5497v1,2014-02-22T09:39:52Z,Efficient Semidefinite Spectral Clustering via Lagrange Duality,"Yan Yan, Chunhua Shen, Hanzi Wang",http://arxiv.org/pdf/1402.5497v1,No journal ref found,none,cs.LG,Summary6083,1402.5766v1,2014-02-24T09:49:04Z,No more meta-parameter tuning in unsupervised sparse feature learning,"Adriana Romero, Petia Radeva, Carlo Gatta",http://arxiv.org/pdf/1402.5766v1,No journal ref found,none,cs.LG,Summary6084,1403.1024v4,2014-03-05T07:21:20Z,On learning to localize objects with minimal supervision,"Hyun Oh Song, Ross Girshick, Stefanie Jegelka, Julien Mairal, Zaid Harchaoui, Trevor Darrell",http://arxiv.org/pdf/1403.1024v4,No journal ref found,none,cs.CV,Summary6085,1403.2295v1,2014-03-10T16:36:23Z,Sublinear Models for Graphs,Brijnesh J. Jain,http://arxiv.org/pdf/1403.2295v1,No journal ref found,none,cs.LG,Summary6086,1403.2802v1,2014-03-12T03:47:18Z,Learning Deep Face Representation,"Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin, Chinchilla Doudou",http://arxiv.org/pdf/1403.2802v1,No journal ref found,none,cs.CV,Summary6087,1403.7057v1,2014-03-27T14:38:23Z,Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation,"Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert",http://arxiv.org/pdf/1403.7057v1,No journal ref found,none,cs.LG,Summary6088,1404.0334v2,2014-04-01T18:07:58Z,Active Deformable Part Models,"Menglong Zhu, Nikolay Atanasov, George J. Pappas, Kostas Daniilidis",http://arxiv.org/pdf/1404.0334v2,No journal ref found,none,cs.CV,Summary6089,1404.0736v2,2014-04-02T23:31:12Z,Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation,"Emily Denton, Wojciech Zaremba, Joan Bruna, Yann LeCun, Rob Fergus",http://arxiv.org/pdf/1404.0736v2,No journal ref found,none,cs.CV,Summary6090,1404.1561v2,2014-04-06T10:42:36Z,Fast Supervised Hashing with Decision Trees for High-Dimensional Data,"Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter",http://arxiv.org/pdf/1404.1561v2,No journal ref found,none,cs.CV,Summary6091,1404.3291v1,2014-04-12T14:33:18Z,Cost-Effective HITs for Relative Similarity Comparisons,"Michael J. Wilber, Iljung S. Kwak, Serge J. Belongie",http://arxiv.org/pdf/1404.3291v1,No journal ref found,none,cs.CV,Summary6092,1404.6272v1,2014-04-24T21:23:41Z,Scalable Similarity Learning using Large Margin Neighborhood Embedding,"Zhaowen Wang, Jianchao Yang, Zhe Lin, Jonathan Brandt, Shiyu Chang, Thomas Huang",http://arxiv.org/pdf/1404.6272v1,No journal ref found,none,cs.CV,Summary6093,1406.1167v1,2014-06-04T09:16:42Z,Learning to Diversify via Weighted Kernels for Classifier Ensemble,"Xu-Cheng Yin, Chun Yang, Hong-Wei Hao",http://arxiv.org/pdf/1406.1167v1,No journal ref found,none,cs.LG,Summary6094,1406.2390v2,2014-06-09T23:51:30Z,Unsupervised Deep Haar Scattering on Graphs,"Xu Chen, Xiuyuan Cheng, Stéphane Mallat",http://arxiv.org/pdf/1406.2390v2,No journal ref found,none,cs.LG,Summary6095,1406.2419v1,2014-06-10T04:34:43Z,Why do linear SVMs trained on HOG features perform so well?,"Hilton Bristow, Simon Lucey",http://arxiv.org/pdf/1406.2419v1,No journal ref found,none,cs.CV,Summary6096,1406.2732v1,2014-06-10T22:07:01Z,Deep Epitomic Convolutional Neural Networks,George Papandreou,http://arxiv.org/pdf/1406.2732v1,No journal ref found,none,cs.CV,Summary6097,1406.3010v2,2014-06-11T19:38:05Z,"""Mental Rotation"" by Optimizing Transforming Distance","Weiguang Ding, Graham W. Taylor",http://arxiv.org/pdf/1406.3010v2,No journal ref found,none,cs.LG,Summary6098,1406.4112v2,2014-06-16T19:40:52Z,Semantic Graph for Zero-Shot Learning,"Zhen-Yong Fu, Tao Xiang, Shaogang Gong",http://arxiv.org/pdf/1406.4112v2,No journal ref found,none,cs.CV,Summary6099,1406.4296v2,2014-06-17T09:51:18Z,Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams,"Adrien Gaidon, Gloria Zen, Jose A. Rodriguez-Serrano",http://arxiv.org/pdf/1406.4296v2,No journal ref found,none,cs.CV,Summary6100,1406.5910v1,2014-06-23T14:06:24Z,Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions,"Roman Shapovalov, Dmitry Vetrov, Anton Osokin, Pushmeet Kohli",http://arxiv.org/pdf/1406.5910v1,No journal ref found,none,cs.CV,Summary6101,1406.6507v1,2014-06-25T09:35:40Z,Weakly-supervised Discovery of Visual Pattern Configurations,"Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka, Trevor Darrell",http://arxiv.org/pdf/1406.6507v1,No journal ref found,none,cs.CV,Summary6102,1406.7444v1,2014-06-28T21:56:31Z,Learning to Deblur,"Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf",http://arxiv.org/pdf/1406.7444v1,No journal ref found,none,cs.CV,Summary6103,1407.0439v3,2014-07-02T01:55:37Z,Geometric Tight Frame based Stylometry for Art Authentication of van Gogh Paintings,"Haixia Liu, Raymond H. Chan, Yuan Yao",http://arxiv.org/pdf/1407.0439v3,No journal ref found,none,cs.LG,Summary6104,1407.1151v1,2014-07-04T08:18:45Z,Optimizing Ranking Measures for Compact Binary Code Learning,"Guosheng Lin, Chunhua Shen, Jianxin Wu",http://arxiv.org/pdf/1407.1151v1,No journal ref found,none,cs.LG,Summary6105,1407.1208v1,2014-07-04T12:53:15Z,Weakly Supervised Action Labeling in Videos Under Ordering Constraints,"Piotr Bojanowski, Rémi Lajugie, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic",http://arxiv.org/pdf/1407.1208v1,No journal ref found,none,cs.CV,Summary6106,1407.3026v1,2014-07-11T04:56:49Z,An SVM Based Approach for Cardiac View Planning,"Ramasubramanian Sundararajan, Hima Patel, Dattesh Shanbhag, Vivek Vaidya",http://arxiv.org/pdf/1407.3026v1,No journal ref found,none,cs.LG,Summary6107,1407.4739v1,2014-07-17T17:10:06Z,An landcover fuzzy logic classification by maximumlikelihood,"T. Sarath, G. Nagalakshmi",http://arxiv.org/pdf/1407.4739v1,No journal ref found,none,cs.CV,Summary6108,1407.5245v2,2014-07-20T04:42:50Z,Feature and Region Selection for Visual Learning,"Ji Zhao, Liantao Wang, Ricardo Cabral, Fernando De la Torre",http://arxiv.org/pdf/1407.5245v2,"IEEE Transactions on Image Processing, 2016, vol. 25, pp. 1084-1094",none,cs.CV,Summary6109,1407.6067v1,2014-07-22T23:18:08Z,The U-curve optimization problem: improvements on the original algorithm and time complexity analysis,"Marcelo S. Reis, Carlos E. Ferreira, Junior Barrera",http://arxiv.org/pdf/1407.6067v1,No journal ref found,none,cs.LG,Summary6110,1407.8518v1,2014-07-28T09:07:03Z,Beyond KernelBoost,"Roberto Rigamonti, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1407.8518v1,No journal ref found,none,cs.CV,Summary6111,1410.0311v2,2014-08-26T07:23:04Z,$\ell_1$-K-SVD: A Robust Dictionary Learning Algorithm With Simultaneous Update,"Subhadip Mukherjee, Rupam Basu, Chandra Sekhar Seelamantula",http://arxiv.org/pdf/1410.0311v2,No journal ref found,none,cs.CV,Summary6112,1410.2386v2,2014-10-09T08:50:31Z,Bayesian Robust Tensor Factorization for Incomplete Multiway Data,"Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari",http://arxiv.org/pdf/1410.2386v2,No journal ref found,none,cs.CV,Summary6113,1410.4341v1,2014-10-16T09:09:45Z,Implicit segmentation of Kannada characters in offline handwriting recognition using hidden Markov models,"Manasij Venkatesh, Vikas Majjagi, Deepu Vijayasenan",http://arxiv.org/pdf/1410.4341v1,No journal ref found,none,cs.LG,Summary6114,1410.4470v2,2014-10-16T15:51:50Z,MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization,"Raviteja Vemulapalli, Vinay Praneeth Boda, Rama Chellappa",http://arxiv.org/pdf/1410.4470v2,No journal ref found,none,cs.CV,Summary6115,1410.4673v1,2014-10-17T09:40:20Z,KCRC-LCD: Discriminative Kernel Collaborative Representation with Locality Constrained Dictionary for Visual Categorization,"Weiyang Liu, Zhiding Yu, Lijia Lu, Yandong Wen, Hui Li, Yuexian Zou",http://arxiv.org/pdf/1410.4673v1,No journal ref found,none,cs.CV,Summary6116,1411.0296v2,2014-11-02T19:08:14Z,Geodesic Exponential Kernels: When Curvature and Linearity Conflict,"Aasa Feragen, Francois Lauze, Søren Hauberg",http://arxiv.org/pdf/1411.0296v2,No journal ref found,none,cs.LG,Summary6117,1411.1446v1,2014-11-05T23:14:10Z,Electrocardiography Separation of Mother and Baby,Wei Wang,http://arxiv.org/pdf/1411.1446v1,No journal ref found,none,cs.CV,Summary6118,1411.4046v1,2014-11-14T16:57:48Z,Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy,"Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour",http://arxiv.org/pdf/1411.4046v1,"Int. J. Patt. Recogn. Artif. Intell. 29, 1551006 (2015)",none,cs.LG,Summary6119,1411.4102v1,2014-11-15T02:05:22Z,Anisotropic Agglomerative Adaptive Mean-Shift,"Rahul Sawhney, Henrik I. Christensen, Gary R. Bradski",http://arxiv.org/pdf/1411.4102v1,No journal ref found,none,cs.CV,Summary6120,1411.4491v3,2014-11-17T14:29:35Z,Joint cross-domain classification and subspace learning for unsupervised adaptation,"Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars",http://arxiv.org/pdf/1411.4491v3,No journal ref found,none,cs.CV,Summary6121,1412.0100v1,2014-11-29T12:18:14Z,Multiple Instance Reinforcement Learning for Efficient Weakly-Supervised Detection in Images,"Stefan Mathe, Cristian Sminchisescu",http://arxiv.org/pdf/1412.0100v1,No journal ref found,none,cs.CV,Summary6122,1412.1574v1,2014-12-04T07:42:21Z,Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking,"Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang",http://arxiv.org/pdf/1412.1574v1,No journal ref found,none,cs.CV,Summary6123,1412.2066v2,2014-12-05T17:04:35Z,Learning Multi-target Tracking with Quadratic Object Interactions,"Shaofei Wang, Charless C. Fowlkes",http://arxiv.org/pdf/1412.2066v2,No journal ref found,none,cs.CV,Summary6124,1412.5902v1,2014-12-07T11:38:55Z,A Physically Inspired Clustering Algorithm: to Evolve Like Particles,"Teng Qiu, Kaifu Yang, Chaoyi Li, Yongjie Li",http://arxiv.org/pdf/1412.5902v1,No journal ref found,none,cs.LG,Summary6125,1412.6018v1,2014-10-09T04:32:20Z,Automatic Training Data Synthesis for Handwriting Recognition Using the Structural Crossing-Over Technique,"Sirisak Visessenee, Sanparith Marukatat, Rachada Kongkachandra",http://arxiv.org/pdf/1412.6018v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 5, No. 5, September 2014",none,cs.CV,Summary6126,1412.6553v3,2014-12-19T23:02:43Z,Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition,"Vadim Lebedev, Yaroslav Ganin, Maksim Rakhuba, Ivan Oseledets, Victor Lempitsky",http://arxiv.org/pdf/1412.6553v3,No journal ref found,none,cs.CV,Summary6127,1412.6598v2,2014-12-20T04:25:34Z,Automatic Discovery and Optimization of Parts for Image Classification,"Sobhan Naderi Parizi, Andrea Vedaldi, Andrew Zisserman, Pedro Felzenszwalb",http://arxiv.org/pdf/1412.6598v2,No journal ref found,none,cs.CV,Summary6128,1412.6604v5,2014-12-20T05:05:51Z,Video (language) modeling: a baseline for generative models of natural videos,"MarcAurelio Ranzato, Arthur Szlam, Joan Bruna, Michael Mathieu, Ronan Collobert, Sumit Chopra",http://arxiv.org/pdf/1412.6604v5,No journal ref found,none,cs.LG,Summary6129,1412.7934v1,2014-12-26T12:57:58Z,A Novel Feature Selection and Extraction Technique for Classification,"Kratarth Goel, Raunaq Vohra, Ainesh Bakshi",http://arxiv.org/pdf/1412.7934v1,"IEEE Xplore, Proceedings of IEEE SMC 2014, pages 4033 - 4034",none,cs.LG,Summary6130,1502.00363v1,2015-02-02T05:30:44Z,Iterated Support Vector Machines for Distance Metric Learning,"Wangmeng Zuo, Faqiang Wang, David Zhang, Liang Lin, Yuchi Huang, Deyu Meng, Lei Zhang",http://arxiv.org/pdf/1502.00363v1,No journal ref found,none,cs.LG,Summary6131,1502.01823v1,2015-02-06T08:28:57Z,Unsupervised Fusion Weight Learning in Multiple Classifier Systems,"Anurag Kumar, Bhiksha Raj",http://arxiv.org/pdf/1502.01823v1,No journal ref found,none,cs.LG,Summary6132,1502.01827v1,2015-02-06T08:37:55Z,Hierarchical Maximum-Margin Clustering,"Guang-Tong Zhou, Sung Ju Hwang, Mark Schmidt, Leonid Sigal, Greg Mori",http://arxiv.org/pdf/1502.01827v1,No journal ref found,none,cs.LG,Summary6133,1502.02410v1,2015-02-09T09:56:57Z,Out-of-sample generalizations for supervised manifold learning for classification,"Elif Vural, Christine Guillemot",http://arxiv.org/pdf/1502.02410v1,No journal ref found,none,cs.CV,Summary6134,1502.03044v3,2015-02-10T19:18:29Z,"Show, Attend and Tell: Neural Image Caption Generation with Visual Attention","Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard Zemel, Yoshua Bengio",http://arxiv.org/pdf/1502.03044v3,No journal ref found,none,cs.LG,Summary6135,1502.03409v1,2015-02-11T19:24:36Z,Large-Scale Deep Learning on the YFCC100M Dataset,"Karl Ni, Roger Pearce, Kofi Boakye, Brian Van Essen, Damian Borth, Barry Chen, Eric Wang",http://arxiv.org/pdf/1502.03409v1,No journal ref found,none,cs.LG,Summary6136,1502.03879v1,2015-02-13T03:35:15Z,Semi-supervised Data Representation via Affinity Graph Learning,Weiya Ren,http://arxiv.org/pdf/1502.03879v1,No journal ref found,none,cs.LG,Summary6137,1502.04492v1,2015-02-16T11:01:25Z,Towards Building Deep Networks with Bayesian Factor Graphs,"Amedeo Buonanno, Francesco A. N. Palmieri",http://arxiv.org/pdf/1502.04492v1,No journal ref found,none,cs.CV,Summary6138,1502.06105v2,2015-02-21T14:37:44Z,Regularization and Kernelization of the Maximin Correlation Approach,"Taehoon Lee, Taesup Moon, Seung Jean Kim, Sungroh Yoon",http://arxiv.org/pdf/1502.06105v2,No journal ref found,none,cs.CV,Summary6139,1502.07976v2,2015-02-27T17:22:53Z,Error-Correcting Factorization,"Miguel Angel Bautista, Oriol Pujol, Fernando de la Torre, Sergio Escalera",http://arxiv.org/pdf/1502.07976v2,No journal ref found,none,cs.CV,Summary6140,1503.01800v2,2015-03-05T22:03:26Z,EmoNets: Multimodal deep learning approaches for emotion recognition in video,"Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin, Caglar Gulcehre, Vincent Michalski, Kishore Konda, Sébastien Jean, Pierre Froumenty, Yann Dauphin, Nicolas Boulanger-Lewandowski, Raul Chandias Ferrari, Mehdi Mirza, David Warde-Farley, Aaron Courville, Pascal Vincent, Roland Memisevic, Christopher Pal, Yoshua Bengio",http://arxiv.org/pdf/1503.01800v2,No journal ref found,none,cs.LG,Summary6141,1503.02351v1,2015-03-09T01:08:00Z,Fully Connected Deep Structured Networks,"Alexander G. Schwing, Raquel Urtasun",http://arxiv.org/pdf/1503.02351v1,No journal ref found,none,cs.CV,Summary6142,1503.03163v1,2015-03-11T03:31:53Z,Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder,"Xi Zhang, Yanwei Fu, Andi Zang, Leonid Sigal, Gady Agam",http://arxiv.org/pdf/1503.03163v1,No journal ref found,none,cs.CV,Summary6143,1503.05782v1,2015-03-19T14:31:56Z,Learning Hypergraph-regularized Attribute Predictors,"Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal, Dan Yang",http://arxiv.org/pdf/1503.05782v1,No journal ref found,none,cs.CV,Summary6144,1503.07274v1,2015-03-25T03:41:47Z,Initialization Strategies of Spatio-Temporal Convolutional Neural Networks,"Elman Mansimov, Nitish Srivastava, Ruslan Salakhutdinov",http://arxiv.org/pdf/1503.07274v1,No journal ref found,none,cs.CV,Summary6145,1503.07790v1,2015-03-26T17:12:34Z,Transductive Multi-label Zero-shot Learning,"Yanwei Fu, Yongxin Yang, Tim Hospedales, Tao Xiang, Shaogang Gong",http://arxiv.org/pdf/1503.07790v1,No journal ref found,none,cs.LG,Summary6146,1503.07884v1,2015-03-26T20:07:37Z,Transductive Multi-class and Multi-label Zero-shot Learning,"Yanwei Fu, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Shaogang Gong",http://arxiv.org/pdf/1503.07884v1,No journal ref found,none,cs.LG,Summary6147,1503.07989v1,2015-03-27T08:36:15Z,Discriminative Bayesian Dictionary Learning for Classification,"Naveed Akhtar, Faisal Shafait, Ajmal Mian",http://arxiv.org/pdf/1503.07989v1,No journal ref found,none,cs.CV,Summary6148,1504.00028v1,2015-03-31T20:30:00Z,Real-World Font Recognition Using Deep Network and Domain Adaptation,"Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang",http://arxiv.org/pdf/1504.00028v1,No journal ref found,none,cs.CV,Summary6149,1504.00430v1,2015-04-02T02:16:39Z,"Direct l_(2,p)-Norm Learning for Feature Selection","Hanyang Peng, Yong Fan",http://arxiv.org/pdf/1504.00430v1,No journal ref found,none,cs.LG,Summary6150,1504.02518v2,2015-04-09T23:26:26Z,Unsupervised Feature Learning from Temporal Data,"Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun",http://arxiv.org/pdf/1504.02518v2,No journal ref found,none,cs.CV,Summary6151,1504.02763v2,2015-04-10T19:15:39Z,Performance measures for classification systems with rejection,"Filipe Condessa, Jelena Kovacevic, Jose Bioucas-Dias",http://arxiv.org/pdf/1504.02763v2,No journal ref found,none,cs.CV,Summary6152,1504.03106v1,2015-04-13T09:27:23Z,Learning Multiple Visual Tasks while Discovering their Structure,"Carlo Ciliberto, Lorenzo Rosasco, Silvia Villa",http://arxiv.org/pdf/1504.03106v1,No journal ref found,none,cs.LG,Summary6153,1504.05035v1,2015-04-20T12:36:50Z,F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation,"Xiaohe Wu, Wangmeng Zuo, Yuanyuan Zhu, Liang Lin",http://arxiv.org/pdf/1504.05035v1,No journal ref found,none,cs.LG,Summary6154,1504.05632v1,2015-04-22T02:01:36Z,Self-Tuned Deep Super Resolution,"Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang",http://arxiv.org/pdf/1504.05632v1,No journal ref found,none,cs.LG,Summary6155,1504.05843v2,2015-04-22T15:01:29Z,Exploit Bounding Box Annotations for Multi-label Object Recognition,"Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai",http://arxiv.org/pdf/1504.05843v2,No journal ref found,none,cs.CV,Summary6156,1504.06787v4,2015-04-26T06:01:19Z,Max-margin Deep Generative Models,"Chongxuan Li, Jun Zhu, Tianlin Shi, Bo Zhang",http://arxiv.org/pdf/1504.06787v4,No journal ref found,none,cs.LG,Summary6157,1504.06852v2,2015-04-26T17:30:32Z,FlowNet: Learning Optical Flow with Convolutional Networks,"Philipp Fischer, Alexey Dosovitskiy, Eddy Ilg, Philip Häusser, Caner Hazırbaş, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox",http://arxiv.org/pdf/1504.06852v2,No journal ref found,none,cs.CV,Summary6158,1504.06897v1,2015-04-27T00:46:54Z,Linear Spatial Pyramid Matching Using Non-convex and non-negative Sparse Coding for Image Classification,"Chengqiang Bao, Liangtian He, Yilun Wang",http://arxiv.org/pdf/1504.06897v1,No journal ref found,none,cs.CV,Summary6159,1506.02509v1,2015-06-08T13:58:01Z,SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet,"Lei Zhang, David Zhang",http://arxiv.org/pdf/1506.02509v1,No journal ref found,none,cs.LG,Summary6160,1506.03648v2,2015-06-11T12:30:17Z,Constrained Convolutional Neural Networks for Weakly Supervised Segmentation,"Deepak Pathak, Philipp Krähenbühl, Trevor Darrell",http://arxiv.org/pdf/1506.03648v2,No journal ref found,none,cs.CV,Summary6161,1506.05085v2,2015-06-16T19:20:00Z,Time Series Classification using the Hidden-Unit Logistic Model,"Wenjie Pei, Hamdi Dibeklioğlu, David M. J. Tax, Laurens van der Maaten",http://arxiv.org/pdf/1506.05085v2,No journal ref found,none,cs.LG,Summary6162,1506.06155v2,2015-06-19T20:42:47Z,CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits,"Mohammad Norouzi, Maxwell D. Collins, David J. Fleet, Pushmeet Kohli",http://arxiv.org/pdf/1506.06155v2,No journal ref found,none,cs.LG,Summary6163,1506.06868v1,2015-06-23T05:39:34Z,Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data,"Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen",http://arxiv.org/pdf/1506.06868v1,No journal ref found,none,cs.CV,Summary6164,1506.07452v1,2015-06-24T16:26:51Z,"Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation","Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki, Juergen Schmidhuber",http://arxiv.org/pdf/1506.07452v1,No journal ref found,none,cs.CV,Summary6165,1506.07704v2,2015-06-25T11:21:04Z,AttentionNet: Aggregating Weak Directions for Accurate Object Detection,"Donggeun Yoo, Sunggyun Park, Joon-Young Lee, Anthony S. Paek, In So Kweon",http://arxiv.org/pdf/1506.07704v2,No journal ref found,none,cs.CV,Summary6166,1506.08581v1,2015-06-29T11:16:41Z,Variational Inference for Background Subtraction in Infrared Imagery,"Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis",http://arxiv.org/pdf/1506.08581v1,No journal ref found,none,cs.CV,Summary6167,1506.09215v4,2015-06-30T19:55:37Z,Unsupervised Learning from Narrated Instruction Videos,"Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien",http://arxiv.org/pdf/1506.09215v4,No journal ref found,none,cs.CV,Summary6168,1507.05532v2,2015-07-20T15:23:00Z,Clustering Tree-structured Data on Manifold,"Na Lu, Hongyu Miao",http://arxiv.org/pdf/1507.05532v2,No journal ref found,none,cs.CV,Summary6169,1507.05670v2,2015-07-20T22:43:51Z,Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries,"Yuke Zhu, Ce Zhang, Christopher Ré, Li Fei-Fei",http://arxiv.org/pdf/1507.05670v2,No journal ref found,none,cs.CV,Summary6170,1507.07830v2,2015-07-28T16:13:48Z,Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian,"Yongxin Yang, Timothy Hospedales",http://arxiv.org/pdf/1507.07830v2,No journal ref found,none,cs.LG,Summary6171,1508.01534v1,2015-08-06T20:29:28Z,Nonlinear Metric Learning for kNN and SVMs through Geometric Transformations,"Bibo Shi, Jundong Liu",http://arxiv.org/pdf/1508.01534v1,No journal ref found,none,cs.LG,Summary6172,1508.02849v1,2015-08-12T08:44:47Z,Manifold regularization in structured output space for semi-supervised structured output prediction,"Fei Jiang, Lili Jia, Xiaobao Sheng, Riley LeMieux",http://arxiv.org/pdf/1508.02849v1,No journal ref found,none,cs.LG,Summary6173,1508.04221v1,2015-08-18T05:59:17Z,Supervised learning of sparse context reconstruction coefficients for data representation and classification,"Xuejie Liu, Jingbin Wang, Ming Yin, Benjamin Edwards, Peijuan Xu",http://arxiv.org/pdf/1508.04221v1,No journal ref found,none,cs.LG,Summary6174,1508.04326v1,2015-08-18T14:12:45Z,Cascade Learning by Optimally Partitioning,"Yanwei Pang, Jiale Cao, Xuelong Li",http://arxiv.org/pdf/1508.04326v1,No journal ref found,none,cs.CV,Summary6175,1508.04924v3,2015-08-20T08:57:29Z,Distributed Compressive Sensing: A Deep Learning Approach,"Hamid Palangi, Rabab Ward, Li Deng",http://arxiv.org/pdf/1508.04924v3,"IEEE Transactions on Signal Processing, Volume: 64, Issue: 17, pp. 4504-4518, 2016",none,cs.LG,Summary6176,1508.05581v2,2015-08-23T09:17:49Z,Learning Sampling Distributions for Efficient Object Detection,"Yanwei Pang, Jiale Cao, Xuelong Li",http://arxiv.org/pdf/1508.05581v2,IEEE Transactions on Cybernetics (2016),none,cs.CV,Summary6177,1508.06264v1,2015-08-25T19:45:06Z,Multiple kernel multivariate performance learning using cutting plane algorithm,"Jingbin Wang, Haoxiang Wang, Yihua Zhou, Nancy McDonald",http://arxiv.org/pdf/1508.06264v1,No journal ref found,none,cs.LG,Summary6178,1509.00083v1,2015-08-31T21:45:40Z,Metastatic liver tumour segmentation from discriminant Grassmannian manifolds,"Samuel Kadoury, Eugene Vorontsov, An Tang",http://arxiv.org/pdf/1509.00083v1,Physics in Medicine and Biology 60 (2015),none,cs.LG,Summary6179,1509.01354v1,2015-09-04T07:08:44Z,CNN Based Hashing for Image Retrieval,"Jinma Guo, Jianmin Li",http://arxiv.org/pdf/1509.01354v1,No journal ref found,none,cs.CV,Summary6180,1509.05371v2,2015-09-17T18:49:10Z,DeXpression: Deep Convolutional Neural Network for Expression Recognition,"Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki",http://arxiv.org/pdf/1509.05371v2,No journal ref found,none,cs.CV,Summary6181,1509.08067v6,2015-09-27T08:14:57Z,"Online Object Tracking, Learning and Parsing with And-Or Graphs","Tianfu Wu, Yang Lu, Song-Chun Zhu",http://arxiv.org/pdf/1509.08067v6,No journal ref found,none,cs.CV,Summary6182,1510.00857v1,2015-10-03T19:35:38Z,Approximate Fisher Kernels of non-iid Image Models for Image Categorization,"Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid",http://arxiv.org/pdf/1510.00857v1,"IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 38, no. 6, pp. 1084-1098, June 1 2016",none,cs.CV,Summary6183,1510.01027v1,2015-10-05T04:18:18Z,Relaxed Multiple-Instance SVM with Application to Object Discovery,"Xinggang Wang, Zhuotun Zhu, Cong Yao, Xiang Bai",http://arxiv.org/pdf/1510.01027v1,No journal ref found,none,cs.CV,Summary6184,1510.02942v1,2015-10-10T14:30:25Z,Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis,"Baris Gecer, Ozge Yalcinkaya, Onur Tasar, Selim Aksoy",http://arxiv.org/pdf/1510.02942v1,No journal ref found,none,cs.CV,Summary6185,1510.04390v1,2015-10-15T03:50:01Z,Dual Principal Component Pursuit,"Manolis C. Tsakiris, Rene Vidal",http://arxiv.org/pdf/1510.04390v1,No journal ref found,none,cs.CV,Summary6186,1510.04396v1,2015-10-15T04:12:37Z,Filtrated Spectral Algebraic Subspace Clustering,"Manolis C. Tsakiris, Rene Vidal",http://arxiv.org/pdf/1510.04396v1,No journal ref found,none,cs.CV,Summary6187,1510.08520v2,2015-10-28T22:48:09Z,Learning with $\ell^{0}$-Graph: $\ell^{0}$-Induced Sparse Subspace Clustering,"Yingzhen Yang, Jiashi Feng, Jianchao Yang, Thomas S. Huang",http://arxiv.org/pdf/1510.08520v2,No journal ref found,none,cs.LG,Summary6188,1511.02583v1,2015-11-09T07:09:57Z,Batch-normalized Maxout Network in Network,"Jia-Ren Chang, Yong-Sheng Chen",http://arxiv.org/pdf/1511.02583v1,No journal ref found,none,cs.CV,Summary6189,1511.02793v2,2015-11-09T18:18:53Z,Generating Images from Captions with Attention,"Elman Mansimov, Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov",http://arxiv.org/pdf/1511.02793v2,No journal ref found,none,cs.LG,Summary6190,1511.02841v3,2015-11-09T20:49:03Z,Symmetries and control in generative neural nets,Galin Georgiev,http://arxiv.org/pdf/1511.02841v3,No journal ref found,none,cs.CV,Summary6191,1511.03855v2,2015-11-12T11:11:42Z,Feature Learning based Deep Supervised Hashing with Pairwise Labels,"Wu-Jun Li, Sheng Wang, Wang-Cheng Kang",http://arxiv.org/pdf/1511.03855v2,No journal ref found,none,cs.LG,Summary6192,1511.04056v1,2015-11-12T20:32:28Z,Efficient non-greedy optimization of decision trees,"Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohli",http://arxiv.org/pdf/1511.04056v1,No journal ref found,none,cs.LG,Summary6193,1511.04119v3,2015-11-12T23:06:42Z,Action Recognition using Visual Attention,"Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov",http://arxiv.org/pdf/1511.04119v3,No journal ref found,none,cs.LG,Summary6194,1511.04153v2,2015-11-13T03:59:14Z,Adaptive Affinity Matrix for Unsupervised Metric Learning,"Yaoyi Li, Junxuan Chen, Hongtao Lu",http://arxiv.org/pdf/1511.04153v2,No journal ref found,none,cs.CV,Summary6195,1511.04397v5,2015-11-13T18:46:01Z,Similarity-based Text Recognition by Deeply Supervised Siamese Network,"Ehsan Hosseini-Asl, Angshuman Guha",http://arxiv.org/pdf/1511.04397v5,No journal ref found,none,cs.CV,Summary6196,1511.04491v2,2015-11-14T02:21:50Z,Deeply-Recursive Convolutional Network for Image Super-Resolution,"Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee",http://arxiv.org/pdf/1511.04491v2,No journal ref found,none,cs.CV,Summary6197,1511.04587v2,2015-11-14T17:36:45Z,Accurate Image Super-Resolution Using Very Deep Convolutional Networks,"Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee",http://arxiv.org/pdf/1511.04587v2,No journal ref found,none,cs.CV,Summary6198,1511.04599v3,2015-11-14T18:50:00Z,DeepFool: a simple and accurate method to fool deep neural networks,"Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard",http://arxiv.org/pdf/1511.04599v3,No journal ref found,none,cs.LG,Summary6199,1511.04906v3,2015-11-16T10:42:08Z,Performing Highly Accurate Predictions Through Convolutional Networks for Actual Telecommunication Challenges,"Jaime Zaratiegui, Ana Montoro, Federico Castanedo",http://arxiv.org/pdf/1511.04906v3,No journal ref found,none,cs.LG,Summary6200,1511.05616v4,2015-11-17T23:22:25Z,Learning Structured Inference Neural Networks with Label Relations,"Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori",http://arxiv.org/pdf/1511.05616v4,No journal ref found,none,cs.CV,Summary6201,1511.05622v4,2015-11-17T23:50:35Z,Predicting distributions with Linearizing Belief Networks,"Yann N. Dauphin, David Grangier",http://arxiv.org/pdf/1511.05622v4,No journal ref found,none,cs.LG,Summary6202,1511.06049v2,2015-11-19T02:55:18Z,What Objective Does Self-paced Learning Indeed Optimize?,"Deyu Meng, Qian Zhao, Lu Jiang",http://arxiv.org/pdf/1511.06049v2,No journal ref found,none,cs.LG,Summary6203,1511.06103v2,2015-11-19T09:44:20Z,Principled Parallel Mean-Field Inference for Discrete Random Fields,"Pierre Baqué, Timur Bagautdinov, François Fleuret, Pascal Fua",http://arxiv.org/pdf/1511.06103v2,No journal ref found,none,cs.CV,Summary6204,1511.06147v1,2015-11-19T12:59:20Z,Coreset-Based Adaptive Tracking,"Abhimanyu Dubey, Nikhil Naik, Dan Raviv, Rahul Sukthankar, Ramesh Raskar",http://arxiv.org/pdf/1511.06147v1,No journal ref found,none,cs.CV,Summary6205,1511.06233v1,2015-11-19T16:13:55Z,Towards Open Set Deep Networks,"Abhijit Bendale, Terrance Boult",http://arxiv.org/pdf/1511.06233v1,No journal ref found,none,cs.CV,Summary6206,1511.06241v2,2015-11-19T16:31:46Z,Convolutional Clustering for Unsupervised Learning,"Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello",http://arxiv.org/pdf/1511.06241v2,No journal ref found,none,cs.LG,Summary6207,1511.06276v1,2015-11-19T17:41:08Z,Faster method for Deep Belief Network based Object classification using DWT,"Saurabh Sihag, Pranab Kumar Dutta",http://arxiv.org/pdf/1511.06276v1,No journal ref found,none,cs.CV,Summary6208,1511.06281v4,2015-11-19T17:52:01Z,Density Modeling of Images using a Generalized Normalization Transformation,"Johannes Ballé, Valero Laparra, Eero P. Simoncelli",http://arxiv.org/pdf/1511.06281v4,No journal ref found,none,cs.LG,Summary6209,1511.06292v3,2015-11-19T18:35:07Z,Foveation-based Mechanisms Alleviate Adversarial Examples,"Yan Luo, Xavier Boix, Gemma Roig, Tomaso Poggio, Qi Zhao",http://arxiv.org/pdf/1511.06292v3,No journal ref found,none,cs.LG,Summary6210,1511.06306v2,2015-11-19T18:51:08Z,Robust Convolutional Neural Networks under Adversarial Noise,"Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello",http://arxiv.org/pdf/1511.06306v2,No journal ref found,none,cs.LG,Summary6211,1511.06309v5,2015-11-19T19:06:28Z,Spatio-temporal video autoencoder with differentiable memory,"Viorica Patraucean, Ankur Handa, Roberto Cipolla",http://arxiv.org/pdf/1511.06309v5,No journal ref found,none,cs.LG,Summary6212,1511.06335v2,2015-11-19T20:06:14Z,Unsupervised Deep Embedding for Clustering Analysis,"Junyuan Xie, Ross Girshick, Ali Farhadi",http://arxiv.org/pdf/1511.06335v2,No journal ref found,none,cs.LG,Summary6213,1511.06359v3,2015-11-19T20:55:49Z,FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications to Inverse Problems,"Bihan Wen, Saiprasad Ravishankar, Yoram Bresler",http://arxiv.org/pdf/1511.06359v3,No journal ref found,none,cs.LG,Summary6214,1511.06362v2,2015-11-19T20:56:27Z,Efficient inference in occlusion-aware generative models of images,"Jonathan Huang, Kevin Murphy",http://arxiv.org/pdf/1511.06362v2,No journal ref found,none,cs.LG,Summary6215,1511.06381v2,2015-11-19T21:10:29Z,Manifold Regularized Deep Neural Networks using Adversarial Examples,"Taehoon Lee, Minsuk Choi, Sungroh Yoon",http://arxiv.org/pdf/1511.06381v2,No journal ref found,none,cs.LG,Summary6216,1511.06394v4,2015-11-19T21:40:13Z,Geodesics of learned representations,"Olivier J. Hénaff, Eero P. Simoncelli",http://arxiv.org/pdf/1511.06394v4,No journal ref found,none,cs.CV,Summary6217,1511.06409v3,2015-11-19T21:57:46Z,Learning to Generate Images with Perceptual Similarity Metrics,"Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel",http://arxiv.org/pdf/1511.06409v3,No journal ref found,none,cs.LG,Summary6218,1511.06412v2,2015-11-19T22:03:14Z,QBDC: Query by dropout committee for training deep supervised architecture,"Melanie Ducoffe, Frederic Precioso",http://arxiv.org/pdf/1511.06412v2,No journal ref found,none,cs.LG,Summary6219,1511.06425v2,2015-11-19T22:24:15Z,"First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks","Quan Gan, Qipeng Guo, Zheng Zhang, Kyunghyun Cho",http://arxiv.org/pdf/1511.06425v2,No journal ref found,none,cs.CV,Summary6220,1511.06428v4,2015-11-19T22:38:53Z,A Controller-Recognizer Framework: How necessary is recognition for control?,"Marcin Moczulski, Kelvin Xu, Aaron Courville, Kyunghyun Cho",http://arxiv.org/pdf/1511.06428v4,No journal ref found,none,cs.LG,Summary6221,1511.06434v2,2015-11-19T22:50:32Z,Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks,"Alec Radford, Luke Metz, Soumith Chintala",http://arxiv.org/pdf/1511.06434v2,No journal ref found,none,cs.LG,Summary6222,1511.06437v3,2015-11-19T22:56:18Z,A convnet for non-maximum suppression,"Jan Hosang, Rodrigo Benenson, Bernt Schiele",http://arxiv.org/pdf/1511.06437v3,No journal ref found,none,cs.CV,Summary6223,1511.06448v3,2015-11-19T23:29:55Z,Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks,"Pouya Bashivan, Irina Rish, Mohammed Yeasin, Noel Codella",http://arxiv.org/pdf/1511.06448v3,No journal ref found,none,cs.LG,Summary6224,1511.06449v3,2015-11-19T23:30:06Z,Learning to decompose for object detection and instance segmentation,"Eunbyung Park, Alexander C. Berg",http://arxiv.org/pdf/1511.06449v3,No journal ref found,none,cs.CV,Summary6225,1511.06452v1,2015-11-19T23:41:11Z,Deep Metric Learning via Lifted Structured Feature Embedding,"Hyun Oh Song, Yu Xiang, Stefanie Jegelka, Silvio Savarese",http://arxiv.org/pdf/1511.06452v1,No journal ref found,none,cs.CV,Summary6226,1511.06457v4,2015-11-20T00:04:06Z,DOC: Deep OCclusion Estimation From a Single Image,"Peng Wang, Alan Yuille",http://arxiv.org/pdf/1511.06457v4,No journal ref found,none,cs.CV,Summary6227,1511.06522v6,2015-11-20T08:31:00Z,Integrating Deep Features for Material Recognition,"Yan Zhang, Mete Ozay, Xing Liu, Takayuki Okatani",http://arxiv.org/pdf/1511.06522v6,No journal ref found,none,cs.CV,Summary6228,1511.06530v2,2015-11-20T09:20:08Z,Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications,"Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo, Taelim Choi, Lu Yang, Dongjun Shin",http://arxiv.org/pdf/1511.06530v2,No journal ref found,none,cs.CV,Summary6229,1511.06653v3,2015-11-20T15:47:55Z,Semi-supervised Learning with Encoder-Decoder Recurrent Neural Networks: Experiments with Motion Capture Sequences,"Félix G. Harvey, Christopher Pal",http://arxiv.org/pdf/1511.06653v3,No journal ref found,none,cs.CV,Summary6230,1511.06746v1,2015-11-20T20:26:26Z,Images Dont Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank,"Corey Lynch, Kamelia Aryafar, Josh Attenberg",http://arxiv.org/pdf/1511.06746v1,No journal ref found,none,cs.CV,Summary6231,1511.06811v1,2015-11-21T01:33:12Z,Learning visual groups from co-occurrences in space and time,"Phillip Isola, Daniel Zoran, Dilip Krishnan, Edward H. Adelson",http://arxiv.org/pdf/1511.06811v1,No journal ref found,none,cs.LG,Summary6232,1511.06855v3,2015-11-21T09:02:21Z,Unsupervised learning of object semantic parts from internal states of CNNs by population encoding,"Jianyu Wang, Zhishuai Zhang, Cihang Xie, Vittal Premachandran, Alan Yuille",http://arxiv.org/pdf/1511.06855v3,No journal ref found,none,cs.LG,Summary6233,1511.06856v3,2015-11-21T09:07:08Z,Data-dependent Initializations of Convolutional Neural Networks,"Philipp Krähenbühl, Carl Doersch, Jeff Donahue, Trevor Darrell",http://arxiv.org/pdf/1511.06856v3,No journal ref found,none,cs.CV,Summary6234,1511.06881v5,2015-11-21T13:32:26Z,Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net,"Fangting Xia, Peng Wang, Liang-Chieh Chen, Alan L. Yuille",http://arxiv.org/pdf/1511.06881v5,No journal ref found,none,cs.CV,Summary6235,1511.06984v1,2015-11-22T09:41:50Z,End-to-end Learning of Action Detection from Frame Glimpses in Videos,"Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei",http://arxiv.org/pdf/1511.06984v1,No journal ref found,none,cs.CV,Summary6236,1511.07053v3,2015-11-22T19:25:27Z,ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation,"Francesco Visin, Marco Ciccone, Adriana Romero, Kyle Kastner, Kyunghyun Cho, Yoshua Bengio, Matteo Matteucci, Aaron Courville",http://arxiv.org/pdf/1511.07053v3,No journal ref found,none,cs.CV,Summary6237,1511.07247v3,2015-11-23T14:51:51Z,NetVLAD: CNN architecture for weakly supervised place recognition,"Relja Arandjelović, Petr Gronat, Akihiko Torii, Tomas Pajdla, Josef Sivic",http://arxiv.org/pdf/1511.07247v3,No journal ref found,none,cs.CV,Summary6238,1511.07386v2,2015-11-23T19:54:09Z,Pushing the Boundaries of Boundary Detection using Deep Learning,Iasonas Kokkinos,http://arxiv.org/pdf/1511.07386v2,No journal ref found,none,cs.CV,Summary6239,1511.07409v2,2015-11-23T20:43:14Z,Top-Down Learning for Structured Labeling with Convolutional Pseudoprior,"Saining Xie, Xun Huang, Zhuowen Tu",http://arxiv.org/pdf/1511.07409v2,No journal ref found,none,cs.CV,Summary6240,1511.07497v1,2015-11-23T22:43:37Z,Constrained Structured Regression with Convolutional Neural Networks,"Deepak Pathak, Philipp Krähenbühl, Stella X. Yu, Trevor Darrell",http://arxiv.org/pdf/1511.07497v1,No journal ref found,none,cs.CV,Summary6241,1511.07571v1,2015-11-24T05:13:54Z,DenseCap: Fully Convolutional Localization Networks for Dense Captioning,"Justin Johnson, Andrej Karpathy, Li Fei-Fei",http://arxiv.org/pdf/1511.07571v1,No journal ref found,none,cs.CV,Summary6242,1511.07917v1,2015-11-24T23:23:18Z,Context-aware CNNs for person head detection,"Tuan-Hung Vu, Anton Osokin, Ivan Laptev",http://arxiv.org/pdf/1511.07917v1,No journal ref found,none,cs.CV,Summary6243,1511.08032v1,2015-11-25T12:17:50Z,Learning to detect video events from zero or very few video examples,"Christos Tzelepis, Damianos Galanopoulos, Vasileios Mezaris, Ioannis Patras",http://arxiv.org/pdf/1511.08032v1,"Image and Vision Computing Journal, Elsevier, 2015",none,cs.LG,Summary6244,1511.08498v3,2015-11-26T20:51:17Z,Iterative Instance Segmentation,"Ke Li, Bharath Hariharan, Jitendra Malik",http://arxiv.org/pdf/1511.08498v3,No journal ref found,none,cs.CV,Summary6245,1511.08951v1,2015-11-29T00:47:19Z,MidRank: Learning to rank based on subsequences,"Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars",http://arxiv.org/pdf/1511.08951v1,No journal ref found,none,cs.CV,Summary6246,1512.01655v3,2015-12-05T12:05:52Z,Approximated and User Steerable tSNE for Progressive Visual Analytics,"Nicola Pezzotti, Boudewijn P. F. Lelieveldt, Laurens van der Maaten, Thomas Höllt, Elmar Eisemann, Anna Vilanova",http://arxiv.org/pdf/1512.01655v3,No journal ref found,none,cs.CV,Summary6247,1512.05246v1,2015-12-16T16:58:36Z,Blockout: Dynamic Model Selection for Hierarchical Deep Networks,"Calvin Murdock, Zhen Li, Howard Zhou, Tom Duerig",http://arxiv.org/pdf/1512.05246v1,No journal ref found,none,cs.CV,Summary6248,1512.05830v2,2015-12-18T00:13:10Z,Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks,"Li Shen, Zhouchen Lin, Qingming Huang",http://arxiv.org/pdf/1512.05830v2,No journal ref found,none,cs.CV,Summary6249,1512.06337v1,2015-12-20T09:06:06Z,Kernel principal component analysis network for image classification,"Dan Wu, Jiasong Wu, Rui Zeng, Longyu Jiang, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1512.06337v1,No journal ref found,none,cs.LG,Summary6250,1601.00732v2,2016-01-05T04:21:45Z,Low-Rank Representation over the Manifold of Curves,"Stephen Tierney, Junbin Gao, Yi Guo, Zhengwu Zhang",http://arxiv.org/pdf/1601.00732v2,No journal ref found,none,cs.CV,Summary6251,1601.03642v1,2016-01-12T23:28:07Z,Creativity in Machine Learning,Martin Thoma,http://arxiv.org/pdf/1601.03642v1,No journal ref found,none,cs.CV,Summary6252,1601.05116v1,2016-01-19T22:15:48Z,A Theory of Local Matching: SIFT and Beyond,"Hossein Mobahi, Stefano Soatto",http://arxiv.org/pdf/1601.05116v1,No journal ref found,none,cs.CV,Summary6253,1601.05900v1,2016-01-22T08:01:58Z,When is Clustering Perturbation Robust?,"Margareta Ackerman, Jarrod Moore",http://arxiv.org/pdf/1601.05900v1,No journal ref found,none,cs.LG,Summary6254,1601.06823v1,2016-01-25T21:54:02Z,Survey on the attention based RNN model and its applications in computer vision,"Feng Wang, David M. J. Tax",http://arxiv.org/pdf/1601.06823v1,No journal ref found,none,cs.CV,Summary6255,1602.00206v1,2016-01-31T06:36:47Z,Unsupervised Deep Hashing for Large-scale Visual Search,"Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng, Abdenour Hadid",http://arxiv.org/pdf/1602.00206v1,No journal ref found,none,cs.CV,Summary6256,1602.02543v1,2016-02-08T12:28:57Z,Homogeneity of Cluster Ensembles,Brijnesh J. Jain,http://arxiv.org/pdf/1602.02543v1,No journal ref found,none,cs.LG,Summary6257,1602.03808v1,2016-02-11T18:08:58Z,Semi-supervised Learning with Explicit Relationship Regularization,"Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt",http://arxiv.org/pdf/1602.03808v1,No journal ref found,none,cs.CV,Summary6258,1602.03903v2,2016-02-11T21:25:36Z,Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination,"Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte",http://arxiv.org/pdf/1602.03903v2,No journal ref found,none,cs.CV,Summary6259,1602.04105v3,2016-02-12T16:28:59Z,Convolutional Radio Modulation Recognition Networks,"Timothy J OShea, Johnathan Corgan, T. Charles Clancy",http://arxiv.org/pdf/1602.04105v3,No journal ref found,none,cs.LG,Summary6260,1602.04489v1,2016-02-14T19:21:17Z,Convolutional Tables Ensemble: classification in microseconds,"Aharon Bar-Hillel, Eyal Krupka, Noam Bloom",http://arxiv.org/pdf/1602.04489v1,No journal ref found,none,cs.CV,Summary6261,1602.05110v5,2016-02-16T17:51:39Z,Generating images with recurrent adversarial networks,"Daniel Jiwoong Im, Chris Dongjoo Kim, Hui Jiang, Roland Memisevic",http://arxiv.org/pdf/1602.05110v5,No journal ref found,none,cs.LG,Summary6262,1602.05439v1,2016-02-17T14:47:32Z,Cell segmentation with random ferns and graph-cuts,"Arnaud Browet, Christophe De Vleeschouwer, Laurent Jacques, Navrita Mathiah, Bechara Saykali, Isabelle Migeotte",http://arxiv.org/pdf/1602.05439v1,No journal ref found,none,cs.CV,Summary6263,1602.05659v3,2016-02-18T02:24:54Z,Boost Picking: A Universal Method on Converting Supervised Classification to Semi-supervised Classification,"Fuqiang Liu, Fukun Bi, Yiding Yang, Liang Chen",http://arxiv.org/pdf/1602.05659v3,No journal ref found,none,cs.CV,Summary6264,1602.07017v1,2016-02-23T02:44:53Z,A survey of sparse representation: algorithms and applications,"Zheng Zhang, Yong Xu, Jian Yang, Xuelong Li, David Zhang",http://arxiv.org/pdf/1602.07017v1,No journal ref found,none,cs.CV,Summary6265,1602.07416v2,2016-02-24T06:57:14Z,Learning to Generate with Memory,"Chongxuan Li, Jun Zhu, Bo Zhang",http://arxiv.org/pdf/1602.07416v2,No journal ref found,none,cs.LG,Summary6266,1602.08127v2,2016-02-25T21:47:16Z,Auto-JacoBin: Auto-encoder Jacobian Binary Hashing,"Xiping Fu, Brendan McCane, Steven Mills, Michael Albert, Lech Szymanski",http://arxiv.org/pdf/1602.08127v2,No journal ref found,none,cs.CV,Summary6267,1603.00845v1,2016-03-02T19:54:02Z,Shallow and Deep Convolutional Networks for Saliency Prediction,"Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel OConnor, Xavier Giro-i-Nieto",http://arxiv.org/pdf/1603.00845v1,No journal ref found,none,cs.CV,Summary6268,1603.02194v2,2016-03-07T18:35:51Z,Gaussian Process Regression for Out-of-Sample Extension,"Oren Barkan, Jonathan Weill, Amir Averbuch",http://arxiv.org/pdf/1603.02194v2,No journal ref found,none,cs.LG,Summary6269,1603.04186v2,2016-03-14T10:18:03Z,Visual Concept Recognition and Localization via Iterative Introspection,"Amir Rosenfeld, Shimon Ullman",http://arxiv.org/pdf/1603.04186v2,No journal ref found,none,cs.CV,Summary6270,1603.04530v1,2016-03-15T02:11:49Z,Object Contour Detection with a Fully Convolutional Encoder-Decoder Network,"Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang",http://arxiv.org/pdf/1603.04530v1,No journal ref found,none,cs.CV,Summary6271,1603.04779v4,2016-03-15T17:44:32Z,Revisiting Batch Normalization For Practical Domain Adaptation,"Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, Xiaodi Hou",http://arxiv.org/pdf/1603.04779v4,No journal ref found,none,cs.CV,Summary6272,1603.05027v3,2016-03-16T10:53:56Z,Identity Mappings in Deep Residual Networks,"Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun",http://arxiv.org/pdf/1603.05027v3,No journal ref found,none,cs.CV,Summary6273,1603.05201v2,2016-03-16T18:17:36Z,Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units,"Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee",http://arxiv.org/pdf/1603.05201v2,No journal ref found,none,cs.LG,Summary6274,1603.06060v1,2016-03-19T07:27:56Z,DASA: Domain Adaptation in Stacked Autoencoders using Systematic Dropout,"Abhijit Guha Roy, Debdoot Sheet",http://arxiv.org/pdf/1603.06060v1,No journal ref found,none,cs.CV,Summary6275,1603.06531v1,2016-03-21T18:33:29Z,Deep video gesture recognition using illumination invariants,"Otkrist Gupta, Dan Raviv, Ramesh Raskar",http://arxiv.org/pdf/1603.06531v1,No journal ref found,none,cs.CV,Summary6276,1603.06829v1,2016-03-22T15:26:26Z,Multi-velocity neural networks for gesture recognition in videos,"Otkrist Gupta, Dan Raviv, Ramesh Raskar",http://arxiv.org/pdf/1603.06829v1,No journal ref found,none,cs.CV,Summary6277,1603.07235v2,2016-03-23T15:29:09Z,Global-Local Face Upsampling Network,"Oncel Tuzel, Yuichi Taguchi, John R. Hershey",http://arxiv.org/pdf/1603.07235v2,No journal ref found,none,cs.CV,Summary6278,1603.07772v1,2016-03-24T22:43:55Z,Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks,"Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie",http://arxiv.org/pdf/1603.07772v1,No journal ref found,none,cs.CV,Summary6279,1603.08155v1,2016-03-27T01:04:27Z,Perceptual Losses for Real-Time Style Transfer and Super-Resolution,"Justin Johnson, Alexandre Alahi, Li Fei-Fei",http://arxiv.org/pdf/1603.08155v1,No journal ref found,none,cs.CV,Summary6280,1603.08212v1,2016-03-27T12:45:33Z,Human Pose Estimation using Deep Consensus Voting,"Ita Lifshitz, Ethan Fetaya, Shimon Ullman",http://arxiv.org/pdf/1603.08212v1,No journal ref found,none,cs.CV,Summary6281,1603.08342v1,2016-03-28T08:54:03Z,Hierarchical Gaussian Mixture Model with Objects Attached to Terminal and Non-terminal Dendrogram Nodes,"Łukasz P. Olech, Mariusz Paradowski",http://arxiv.org/pdf/1603.08342v1,"Proceedings of the CORES 2015 conf., pp. 191-201. Springer International Publishing, Cham (2016)",none,cs.LG,Summary6282,1603.08358v4,2016-03-28T10:55:20Z,"Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs","Siddhartha Chandra, Iasonas Kokkinos",http://arxiv.org/pdf/1603.08358v4,No journal ref found,none,cs.CV,Summary6283,1603.08575v3,2016-03-28T21:59:08Z,"Attend, Infer, Repeat: Fast Scene Understanding with Generative Models","S. M. Ali Eslami, Nicolas Heess, Theophane Weber, Yuval Tassa, David Szepesvari, Koray Kavukcuoglu, Geoffrey E. Hinton",http://arxiv.org/pdf/1603.08575v3,No journal ref found,none,cs.CV,Summary6284,1603.09469v1,2016-03-31T06:55:25Z,A ParaBoost Stereoscopic Image Quality Assessment (PBSIQA) System,"Hyunsuk Ko, Rui Song, C. -C. Jay Kuo",http://arxiv.org/pdf/1603.09469v1,No journal ref found,none,cs.CV,Summary6285,1604.00092v1,2016-04-01T01:04:31Z,Variational reaction-diffusion systems for semantic segmentation,Paul Vernaza,http://arxiv.org/pdf/1604.00092v1,No journal ref found,none,cs.CV,Summary6286,1604.01475v1,2016-04-06T03:54:33Z,Learning A Deep $\ell_\infty$ Encoder for Hashing,"Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Qing Ling, Thomas S. Huang",http://arxiv.org/pdf/1604.01475v1,No journal ref found,none,cs.LG,Summary6287,1604.02354v1,2016-04-08T13:35:03Z,Bayesian Neighbourhood Component Analysis,"Dong Wang, Xiaoyang Tan",http://arxiv.org/pdf/1604.02354v1,No journal ref found,none,cs.CV,Summary6288,1604.03010v1,2016-04-11T15:53:04Z,Semi-supervised learning of local structured output predictors,Xin Du,http://arxiv.org/pdf/1604.03010v1,No journal ref found,none,cs.LG,Summary6289,1604.03247v1,2016-04-12T04:56:24Z,Thesis: Multiple Kernel Learning for Object Categorization,Dinesh Govindaraj,http://arxiv.org/pdf/1604.03247v1,No journal ref found,none,cs.CV,Summary6290,1604.03346v5,2016-04-12T11:31:23Z,An incremental linear-time learning algorithm for the Optimum-Path Forest classifier,"Moacir Ponti, Mateus Riva",http://arxiv.org/pdf/1604.03346v5,No journal ref found,none,cs.LG,Summary6291,1604.03519v2,2016-04-12T18:44:34Z,Contextual Deep CNN Based Hyperspectral Classification,"Hyungtae Lee, Heesung Kwon",http://arxiv.org/pdf/1604.03519v2,No journal ref found,none,cs.CV,Summary6292,1604.03539v1,2016-04-12T19:43:25Z,Cross-stitch Networks for Multi-task Learning,"Ishan Misra, Abhinav Shrivastava, Abhinav Gupta, Martial Hebert",http://arxiv.org/pdf/1604.03539v1,No journal ref found,none,cs.CV,Summary6293,1604.03540v1,2016-04-12T19:44:13Z,Training Region-based Object Detectors with Online Hard Example Mining,"Abhinav Shrivastava, Abhinav Gupta, Ross Girshick",http://arxiv.org/pdf/1604.03540v1,No journal ref found,none,cs.CV,Summary6294,1604.03628v3,2016-04-13T01:24:59Z,Joint Unsupervised Learning of Deep Representations and Image Clusters,"Jianwei Yang, Devi Parikh, Dhruv Batra",http://arxiv.org/pdf/1604.03628v3,No journal ref found,none,cs.CV,Summary6295,1604.03915v1,2016-04-13T19:13:17Z,Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion,"Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurelie C. Lozano",http://arxiv.org/pdf/1604.03915v1,No journal ref found,none,cs.CV,Summary6296,1604.04326v1,2016-04-15T01:15:18Z,Improving the Robustness of Deep Neural Networks via Stability Training,"Stephan Zheng, Yang Song, Thomas Leung, Ian Goodfellow",http://arxiv.org/pdf/1604.04326v1,No journal ref found,none,cs.CV,Summary6297,1604.05242v2,2016-04-18T17:05:00Z,Can Boosting with SVM as Week Learners Help?,Dinesh Govindaraj,http://arxiv.org/pdf/1604.05242v2,No journal ref found,none,cs.CV,Summary6298,1604.07866v3,2016-04-26T21:42:51Z,Learning by tracking: Siamese CNN for robust target association,"Laura Leal-Taixé, Cristian Canton Ferrer, Konrad Schindler",http://arxiv.org/pdf/1604.07866v3,Computer Vision and Pattern Recognition Conference Workshops (CVPRW). DeepVision: Deep Learning for Computer Vision. 2016,none,cs.LG,Summary6299,1604.08685v2,2016-04-29T04:52:46Z,Single Image 3D Interpreter Network,"Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman",http://arxiv.org/pdf/1604.08685v2,No journal ref found,none,cs.CV,Summary6300,1605.01569v1,2016-05-05T12:38:18Z,Classification of Human Whole-Body Motion using Hidden Markov Models,Matthias Plappert,http://arxiv.org/pdf/1605.01569v1,No journal ref found,none,cs.LG,Summary6301,1605.05212v1,2016-05-17T15:37:19Z,Multimodal Sparse Coding for Event Detection,"Youngjune Gwon, William Campbell, Kevin Brady, Douglas Sturim, Miriam Cha, H. T. Kung",http://arxiv.org/pdf/1605.05212v1,No journal ref found,none,cs.LG,Summary6302,1605.06155v2,2016-05-19T21:44:12Z,Inter-Battery Topic Representation Learning,"Cheng Zhang, Hedvig Kjellstrom, Carl Henrik Ek",http://arxiv.org/pdf/1605.06155v2,No journal ref found,none,cs.LG,Summary6303,1605.07824v1,2016-05-25T11:06:58Z,Action Classification via Concepts and Attributes,"Amir Rosenfeld, Shimon Ullman",http://arxiv.org/pdf/1605.07824v1,No journal ref found,none,cs.CV,Summary6304,1605.08110v2,2016-05-26T00:46:35Z,Video Summarization with Long Short-term Memory,"Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman",http://arxiv.org/pdf/1605.08110v2,No journal ref found,none,cs.CV,Summary6305,1605.09299v1,2016-05-30T16:17:45Z,k2-means for fast and accurate large scale clustering,"Eirikur Agustsson, Radu Timofte, Luc Van Gool",http://arxiv.org/pdf/1605.09299v1,No journal ref found,none,cs.LG,Summary6306,1605.09410v4,2016-05-30T20:40:20Z,End-to-End Instance Segmentation with Recurrent Attention,"Mengye Ren, Richard S. Zemel",http://arxiv.org/pdf/1605.09410v4,No journal ref found,none,cs.LG,Summary6307,1605.09673v2,2016-05-31T15:29:36Z,Dynamic Filter Networks,"Bert De Brabandere, Xu Jia, Tinne Tuytelaars, Luc Van Gool",http://arxiv.org/pdf/1605.09673v2,No journal ref found,none,cs.LG,Summary6308,1605.09696v2,2016-05-31T16:11:16Z,Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval,"Guanqun Cao, Alexandros Iosifidis, Ke Chen, Moncef Gabbouj",http://arxiv.org/pdf/1605.09696v2,No journal ref found,none,cs.CV,Summary6309,1606.00128v3,2016-06-01T06:18:29Z,Self-Paced Learning: an Implicit Regularization Perspective,"Yanbo Fan, Ran He, Jian Liang, Bao-Gang Hu",http://arxiv.org/pdf/1606.00128v3,No journal ref found,none,cs.LG,Summary6310,1606.00930v1,2016-06-02T23:01:25Z,Comparison of 14 different families of classification algorithms on 115 binary datasets,Jacques Wainer,http://arxiv.org/pdf/1606.00930v1,No journal ref found,none,cs.LG,Summary6311,1606.01568v2,2016-06-05T21:59:34Z,Active Regression with Adaptive Huber Loss,"Jacopo Cavazza, Vittorio Murino",http://arxiv.org/pdf/1606.01568v2,No journal ref found,none,cs.LG,Summary6312,1606.02608v1,2016-06-08T15:39:17Z,Fast and Extensible Online Multivariate Kernel Density Estimation,"Jaime Ferreira, David Martins de Matos, Ricardo Ribeiro",http://arxiv.org/pdf/1606.02608v1,No journal ref found,none,cs.LG,Summary6313,1606.03238v3,2016-06-10T09:14:28Z,IDNet: Smartphone-based Gait Recognition with Convolutional Neural Networks,"Matteo Gadaleta, Michele Rossi",http://arxiv.org/pdf/1606.03238v3,No journal ref found,none,cs.CV,Summary6314,1606.04232v1,2016-06-14T07:38:13Z,DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size,"Maya Kabkab, Azadeh Alavi, Rama Chellappa",http://arxiv.org/pdf/1606.04232v1,No journal ref found,none,cs.CV,Summary6315,1606.04506v1,2016-06-14T19:05:01Z,Max-Margin Feature Selection,"Yamuna Prasad, Dinesh Khandelwal, K. K. Biswas",http://arxiv.org/pdf/1606.04506v1,No journal ref found,none,cs.LG,Summary6316,1606.05233v1,2016-06-16T15:49:26Z,Learning feed-forward one-shot learners,"Luca Bertinetto, João F. Henriques, Jack Valmadre, Philip H. S. Torr, Andrea Vedaldi",http://arxiv.org/pdf/1606.05233v1,No journal ref found,none,cs.CV,Summary6317,1606.05328v2,2016-06-16T19:40:56Z,Conditional Image Generation with PixelCNN Decoders,"Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu",http://arxiv.org/pdf/1606.05328v2,No journal ref found,none,cs.CV,Summary6318,1606.06582v1,2016-06-21T14:12:52Z,Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification,"Yuting Zhang, Kibok Lee, Honglak Lee",http://arxiv.org/pdf/1606.06582v1,No journal ref found,none,cs.LG,Summary6319,1606.07230v1,2016-06-23T08:52:39Z,Deep Learning Markov Random Field for Semantic Segmentation,"Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1606.07230v1,No journal ref found,none,cs.CV,Summary6320,1606.08051v3,2016-06-26T16:26:19Z,Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification,"Amir Ahooye Atashin, Kamaledin Ghiasi-Shirazi, Ahad Harati",http://arxiv.org/pdf/1606.08051v3,No journal ref found,none,cs.LG,Summary6321,1607.02241v1,2016-07-08T06:07:03Z,Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks,"Darryl D. Lin, Sachin S. Talathi",http://arxiv.org/pdf/1607.02241v1,No journal ref found,none,cs.LG,Summary6322,1607.02586v1,2016-07-09T08:41:40Z,Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks,"Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman",http://arxiv.org/pdf/1607.02586v1,No journal ref found,none,cs.CV,Summary6323,1607.03343v2,2016-07-12T13:14:02Z,DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing,"Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos",http://arxiv.org/pdf/1607.03343v2,No journal ref found,none,cs.CV,Summary6324,1607.03547v2,2016-07-12T23:56:33Z,Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class,"Ron Appel, Xavier Burgos-Artizzu, Pietro Perona",http://arxiv.org/pdf/1607.03547v2,No journal ref found,none,cs.CV,Summary6325,1607.04780v1,2016-07-16T18:14:51Z,Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning,"Junwei Liang, Lu Jiang, Deyu Meng, Alexander Hauptmann",http://arxiv.org/pdf/1607.04780v1,No journal ref found,none,cs.CV,Summary6326,1607.07405v3,2016-07-25T18:57:17Z,gvnn: Neural Network Library for Geometric Computer Vision,"Ankur Handa, Michael Bloesch, Viorica Patraucean, Simon Stent, John McCormac, Andrew Davison",http://arxiv.org/pdf/1607.07405v3,No journal ref found,none,cs.CV,Summary6327,1608.00182v1,2016-07-31T03:56:30Z,Deep FisherNet for Object Classification,"Peng Tang, Xinggang Wang, Baoguang Shi, Xiang Bai, Wenyu Liu, Zhuowen Tu",http://arxiv.org/pdf/1608.00182v1,No journal ref found,none,cs.CV,Summary6328,1608.00220v1,2016-07-31T14:28:15Z,Learning Robust Features using Deep Learning for Automatic Seizure Detection,"Pierre Thodoroff, Joelle Pineau, Andrew Lim",http://arxiv.org/pdf/1608.00220v1,No journal ref found,none,cs.LG,Summary6329,1608.00853v1,2016-08-02T14:57:18Z,A study of the effect of JPG compression on adversarial images,"Gintare Karolina Dziugaite, Zoubin Ghahramani, Daniel M. Roy",http://arxiv.org/pdf/1608.00853v1,No journal ref found,none,cs.CV,Summary6330,1608.02146v1,2016-08-06T19:29:58Z,Leveraging Union of Subspace Structure to Improve Constrained Clustering,"John Lipor, Laura Balzano",http://arxiv.org/pdf/1608.02146v1,No journal ref found,none,cs.LG,Summary6331,1608.04062v2,2016-08-14T05:35:11Z,Stacked Approximated Regression Machine: A Simple Deep Learning Approach,"Zhangyang Wang, Shiyu Chang, Qing Ling, Shuai Huang, Xia Hu, Honghui Shi, Thomas S. Huang",http://arxiv.org/pdf/1608.04062v2,No journal ref found,none,cs.LG,Summary6332,1608.04080v1,2016-08-14T09:32:17Z,Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks,"Sungho Shin, Wonyong Sung",http://arxiv.org/pdf/1608.04080v1,No journal ref found,none,cs.CV,Summary6333,1608.06049v1,2016-08-22T04:32:21Z,Local Binary Convolutional Neural Networks,"Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides",http://arxiv.org/pdf/1608.06049v1,No journal ref found,none,cs.LG,Summary6334,1608.06374v2,2016-08-23T03:50:01Z,Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters,"Zhangyang Wang, Thomas S. Huang",http://arxiv.org/pdf/1608.06374v2,No journal ref found,none,cs.LG,Summary6335,1608.06993v3,2016-08-25T00:44:55Z,Densely Connected Convolutional Networks,"Gao Huang, Zhuang Liu, Kilian Q. Weinberger, Laurens van der Maaten",http://arxiv.org/pdf/1608.06993v3,No journal ref found,none,cs.CV,Summary6336,1608.08710v2,2016-08-31T02:29:59Z,Pruning Filters for Efficient ConvNets,"Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf",http://arxiv.org/pdf/1608.08710v2,No journal ref found,none,cs.CV,Summary6337,1609.01819v1,2016-09-07T03:35:54Z,Semantic Video Trailers,"Harrie Oosterhuis, Sujith Ravi, Michael Bendersky",http://arxiv.org/pdf/1609.01819v1,No journal ref found,none,cs.LG,Summary6338,1609.01885v2,2016-09-07T08:50:11Z,DAiSEE: Towards User Engagement Recognition in the Wild,"Abhay Gupta, Vineeth Balasubramanian",http://arxiv.org/pdf/1609.01885v2,No journal ref found,none,cs.CV,Summary6339,1609.02715v1,2016-09-09T09:26:22Z,Automatic Selection of Stochastic Watershed Hierarchies,"Amin Fehri, Santiago Velasco-Forero, Fernand Meyer",http://arxiv.org/pdf/1609.02715v1,No journal ref found,none,cs.CV,Summary6340,1609.06377v1,2016-09-20T22:49:34Z,Geometry-Based Next Frame Prediction from Monocular Video,"Reza Mahjourian, Martin Wicke, Anelia Angelova",http://arxiv.org/pdf/1609.06377v1,No journal ref found,none,cs.LG,Summary6341,1609.06694v1,2016-09-21T19:32:46Z,PixelNet: Towards a General Pixel-level Architecture,"Aayush Bansal, Xinlei Chen, Bryan Russell, Abhinav Gupta, Deva Ramanan",http://arxiv.org/pdf/1609.06694v1,No journal ref found,none,cs.CV,Summary6342,1609.07495v1,2016-09-23T20:00:23Z,A Rotation Invariant Latent Factor Model for Moveme Discovery from Static Poses,"Matteo Ruggero Ronchi, Joon Sik Kim, Yisong Yue",http://arxiv.org/pdf/1609.07495v1,No journal ref found,none,cs.CV,Summary6343,1609.07916v1,2016-09-26T10:33:13Z,Deep Structured Features for Semantic Segmentation,"Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini",http://arxiv.org/pdf/1609.07916v1,No journal ref found,none,cs.CV,Summary6344,1609.08221v2,2016-09-26T23:24:27Z,Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging,"Rui Liu, Hossein Nejati, Ngai-Man Cheung",http://arxiv.org/pdf/1609.08221v2,No journal ref found,none,cs.CV,Summary6345,1609.09156v2,2016-09-28T23:52:50Z,Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking,"Minyoung Kim, Stefano Alletto, Luca Rigazio",http://arxiv.org/pdf/1609.09156v2,No journal ref found,none,cs.CV,Summary6346,1609.09178v1,2016-09-29T02:18:06Z,OPML: A One-Pass Closed-Form Solution for Online Metric Learning,"Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi",http://arxiv.org/pdf/1609.09178v1,No journal ref found,none,cs.LG,Summary6347,1609.09199v1,2016-09-29T04:30:10Z,Structure-Aware Classification using Supervised Dictionary Learning,"Yael Yankelevsky, Michael Elad",http://arxiv.org/pdf/1609.09199v1,No journal ref found,none,cs.LG,Summary6348,1610.00527v1,2016-10-03T13:06:40Z,Video Pixel Networks,"Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu",http://arxiv.org/pdf/1610.00527v1,No journal ref found,none,cs.CV,Summary6349,1610.00660v1,2016-10-03T18:22:03Z,"Kernel Selection using Multiple Kernel Learning and Domain Adaptation in Reproducing Kernel Hilbert Space, for Face Recognition under Surveillance Scenario","Samik Banerjee, Sukhendu Das",http://arxiv.org/pdf/1610.00660v1,No journal ref found,none,cs.CV,Summary6350,1610.04032v2,2016-10-13T11:27:07Z,Predicting the dynamics of 2d objects with a deep residual network,François Fleuret,http://arxiv.org/pdf/1610.04032v2,No journal ref found,none,cs.CV,Summary6351,1610.05036v1,2016-10-17T10:08:09Z,Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification,"Itir Onal Ertugrul, Mete Ozay, Fatos T. Yarman Vural",http://arxiv.org/pdf/1610.05036v1,No journal ref found,none,cs.CV,Summary6352,1610.05712v2,2016-10-18T17:20:38Z,Fast L1-NMF for Multiple Parametric Model Estimation,"Mariano Tepper, Guillermo Sapiro",http://arxiv.org/pdf/1610.05712v2,No journal ref found,none,cs.CV,Summary6353,1610.06492v1,2016-10-20T16:34:08Z,Utilization of Deep Reinforcement Learning for saccadic-based object visual search,"Tomasz Kornuta, Kamil Rocki",http://arxiv.org/pdf/1610.06492v1,No journal ref found,none,cs.CV,Summary6354,1610.07031v2,2016-10-22T10:46:01Z,Exercise Motion Classification from Large-Scale Wearable Sensor Data Using Convolutional Neural Networks,"Terry Taewoong Um, Vahid Babakeshizadeh, Dana Kulic",http://arxiv.org/pdf/1610.07031v2,No journal ref found,none,cs.CV,Summary6355,1610.07584v2,2016-10-24T19:53:41Z,Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling,"Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum",http://arxiv.org/pdf/1610.07584v2,No journal ref found,none,cs.CV,Summary6356,1610.07629v5,2016-10-24T20:06:54Z,A Learned Representation For Artistic Style,"Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur",http://arxiv.org/pdf/1610.07629v5,No journal ref found,none,cs.CV,Summary6357,1610.08904v1,2016-10-27T17:51:18Z,Local Similarity-Aware Deep Feature Embedding,"Chen Huang, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1610.08904v1,No journal ref found,none,cs.CV,Summary6358,1611.00050v1,2016-10-31T21:16:46Z,Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks,"Eder Santana, Matthew Emigh, Pablo Zerges, Jose C Principe",http://arxiv.org/pdf/1611.00050v1,No journal ref found,none,cs.LG,Summary6359,1611.00137v1,2016-11-01T06:03:48Z,Embedding Deep Metric for Person Re-identication A Study Against Large Variations,"Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li",http://arxiv.org/pdf/1611.00137v1,No journal ref found,none,cs.CV,Summary6360,1611.01260v2,2016-11-04T04:34:38Z,Learning Identity Mappings with Residual Gates,"Pedro H. P. Savarese, Leonardo O. Mazza, Daniel R. Figueiredo",http://arxiv.org/pdf/1611.01260v2,No journal ref found,none,cs.CV,Summary6361,1611.01972v1,2016-11-07T10:26:41Z,Fixed-point Factorized Networks,"Peisong Wang, Jian Cheng",http://arxiv.org/pdf/1611.01972v1,No journal ref found,none,cs.CV,Summary6362,1611.02443v1,2016-11-08T09:29:17Z,Domain Adaptation with L2 constraints for classifying images from different endoscope systems,"Toru Tamaki, Shoji Sonoyama, Takio Kurita, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka, Kazuaki Chayama",http://arxiv.org/pdf/1611.02443v1,No journal ref found,none,cs.CV,Summary6363,1611.02639v2,2016-11-08T18:10:44Z,Gradients of Counterfactuals,"Mukund Sundararajan, Ankur Taly, Qiqi Yan",http://arxiv.org/pdf/1611.02639v2,No journal ref found,none,cs.LG,Summary6364,1611.03718v2,2016-11-11T14:25:54Z,Hierarchical Object Detection with Deep Reinforcement Learning,"Miriam Bellver, Xavier Giro-i-Nieto, Ferran Marques, Jordi Torres",http://arxiv.org/pdf/1611.03718v2,No journal ref found,none,cs.CV,Summary6365,1611.04870v1,2016-11-15T14:50:31Z,Constrained Low-Rank Learning Using Least Squares-Based Regularization,"Ping Li, Jun Yu, Meng Wang, Luming Zhang, Deng Cai, Xuelong Li",http://arxiv.org/pdf/1611.04870v1,"IEEE Transactions on Cybernetics, 2016",none,cs.CV,Summary6366,1611.05138v1,2016-11-16T04:17:52Z,S3Pool: Pooling with Stochastic Spatial Sampling,"Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu, Zhongfei Zhang, Rogerio Feris",http://arxiv.org/pdf/1611.05138v1,No journal ref found,none,cs.LG,Summary6367,1611.05369v1,2016-11-16T17:04:35Z,Fast On-Line Kernel Density Estimation for Active Object Localization,"Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell",http://arxiv.org/pdf/1611.05369v1,No journal ref found,none,cs.CV,Summary6368,1611.05377v1,2016-11-16T17:31:44Z,Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification,"Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi, Rogerio Feris",http://arxiv.org/pdf/1611.05377v1,No journal ref found,none,cs.CV,Summary6369,1611.05607v3,2016-11-17T08:31:56Z,Optical Flow Requires Multiple Strategies (but only one network),"Tal Schuster, Lior Wolf, David Gadot",http://arxiv.org/pdf/1611.05607v3,No journal ref found,none,cs.CV,Summary6370,1611.05644v1,2016-11-17T11:55:16Z,Inverting The Generator Of A Generative Adversarial Network,"Antonia Creswell, Anil Anthony Bharath",http://arxiv.org/pdf/1611.05644v1,No journal ref found,none,cs.CV,Summary6371,1611.06624v1,2016-11-21T01:10:50Z,Temporal Generative Adversarial Nets,"Masaki Saito, Eiichi Matsumoto",http://arxiv.org/pdf/1611.06624v1,No journal ref found,none,cs.LG,Summary6372,1611.06694v1,2016-11-21T09:24:24Z,Training Sparse Neural Networks,"Suraj Srinivas, Akshayvarun Subramanya, R. Venkatesh Babu",http://arxiv.org/pdf/1611.06694v1,No journal ref found,none,cs.CV,Summary6373,1611.06777v1,2016-11-21T13:26:37Z,Effective Deterministic Initialization for $k$-Means-Like Methods via Local Density Peaks Searching,"Fengfu Li, Hong Qiao, Bo Zhang",http://arxiv.org/pdf/1611.06777v1,No journal ref found,none,cs.LG,Summary6374,1611.07781v1,2016-11-23T13:18:17Z,Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures,"Pierre-François Marteau, Sylvie Gibet, Clément Reverdy",http://arxiv.org/pdf/1611.07781v1,"Guillet, Fabrice and Pinaud, Bruno and Venturini, Gilles. Advances in Knowledge Discovery and Management: volume 6, Volume (665), Springer International Publishing, pp.39 - 59, 2016, Studies in Computational Intelligence, 978-3-319-45763-5",none,cs.CV,Summary6375,1611.09180v1,2016-11-28T15:23:14Z,Image Based Appraisal of Real Estate Properties,"Quanzeng You, Ran Pang, Jiebo Luo",http://arxiv.org/pdf/1611.09180v1,No journal ref found,none,cs.CV,Summary6376,1611.10176v1,2016-11-30T14:33:08Z,Effective Quantization Methods for Recurrent Neural Networks,"Qinyao He, He Wen, Shuchang Zhou, Yuxin Wu, Cong Yao, Xinyu Zhou, Yuheng Zou",http://arxiv.org/pdf/1611.10176v1,No journal ref found,none,cs.LG,Summary6377,1612.00212v1,2016-12-01T11:56:15Z,Training Bit Fully Convolutional Network for Fast Semantic Segmentation,"He Wen, Shuchang Zhou, Zhe Liang, Yuxiang Zhang, Dieqiao Feng, Xinyu Zhou, Cong Yao",http://arxiv.org/pdf/1612.00212v1,No journal ref found,none,cs.CV,Summary6378,1612.00542v1,2016-12-02T02:06:15Z,Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks,"Daniel Lévy, Arzav Jain",http://arxiv.org/pdf/1612.00542v1,No journal ref found,none,cs.CV,Summary6379,1612.00686v1,2016-12-02T14:05:49Z,Identifying and Categorizing Anomalies in Retinal Imaging Data,"Philipp Seeböck, Sebastian Waldstein, Sophie Klimscha, Bianca S. Gerendas, René Donner, Thomas Schlegl, Ursula Schmidt-Erfurth, Georg Langs",http://arxiv.org/pdf/1612.00686v1,No journal ref found,none,cs.LG,Summary6380,1612.00835v2,2016-12-02T20:53:01Z,Scribbler: Controlling Deep Image Synthesis with Sketch and Color,"Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays",http://arxiv.org/pdf/1612.00835v2,No journal ref found,none,cs.CV,Summary6381,1612.01213v1,2016-12-05T01:09:35Z,Learnable Structured Clustering Framework for Deep Metric Learning,"Hyun Oh Song, Stefanie Jegelka, Vivek Rathod, Kevin Murphy",http://arxiv.org/pdf/1612.01213v1,No journal ref found,none,cs.CV,Summary6382,1612.01253v1,2016-12-05T05:41:26Z,Deep Image Category Discovery using a Transferred Similarity Function,"Yen-Chang Hsu, Zhaoyang Lv, Zsolt Kira",http://arxiv.org/pdf/1612.01253v1,No journal ref found,none,cs.CV,Summary6383,1612.01981v1,2016-12-06T20:28:44Z,Core Sampling Framework for Pixel Classification,"Manohar Karki, Robert DiBiano, Saikat Basu, Supratik Mukhopadhyay",http://arxiv.org/pdf/1612.01981v1,No journal ref found,none,cs.CV,Summary6384,1612.02297v1,2016-12-07T15:37:57Z,Spatially Adaptive Computation Time for Residual Networks,"Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry Vetrov, Ruslan Salakhutdinov",http://arxiv.org/pdf/1612.02297v1,No journal ref found,none,cs.CV,Summary6385,1612.03897v1,2016-12-12T20:53:05Z,Inverse Compositional Spatial Transformer Networks,"Chen-Hsuan Lin, Simon Lucey",http://arxiv.org/pdf/1612.03897v1,No journal ref found,none,cs.CV,Summary6386,1612.04770v1,2016-12-14T18:54:33Z,"Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling","Spyros Gidaris, Nikos Komodakis",http://arxiv.org/pdf/1612.04770v1,No journal ref found,none,cs.CV,Summary6387,1612.05050v1,2016-12-15T13:10:13Z,Towards Score Following in Sheet Music Images,"Matthias Dorfer, Andreas Arzt, Gerhard Widmer",http://arxiv.org/pdf/1612.05050v1,No journal ref found,none,cs.LG,Summary6388,1612.05203v2,2016-12-15T19:28:38Z,CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction,"Kai Xu, Fengbo Ren",http://arxiv.org/pdf/1612.05203v2,No journal ref found,none,cs.CV,Summary6389,1612.05753v2,2016-12-17T13:29:59Z,Learning to predict where to look in interactive environments using deep recurrent q-learning,"Sajad Mousavi, Michael Schukat, Enda Howley, Ali Borji, Nasser Mozayani",http://arxiv.org/pdf/1612.05753v2,No journal ref found,none,cs.CV,Summary6390,1612.05968v1,2016-12-18T18:31:11Z,Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification,"Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie",http://arxiv.org/pdf/1612.05968v1,No journal ref found,none,cs.CV,Summary6391,1612.05970v1,2016-12-18T18:40:21Z,Adversarial Deep Structural Networks for Mammographic Mass Segmentation,"Wentao Zhu, Xiaohui Xie",http://arxiv.org/pdf/1612.05970v1,No journal ref found,none,cs.CV,Summary6392,1612.06070v1,2016-12-19T08:21:04Z,On Random Weights for Texture Generation in One Layer Neural Networks,"Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio",http://arxiv.org/pdf/1612.06070v1,No journal ref found,none,cs.CV,Summary6393,1612.06851v1,2016-12-20T20:57:59Z,Beyond Skip Connections: Top-Down Modulation for Object Detection,"Abhinav Shrivastava, Rahul Sukthankar, Jitendra Malik, Abhinav Gupta",http://arxiv.org/pdf/1612.06851v1,No journal ref found,none,cs.CV,Summary6394,1612.07086v1,2016-12-21T13:04:18Z,Recurrent Highway Networks with Language CNN for Image Captioning,"Jiuxiang Gu, Gang Wang, Tsuhan Chen",http://arxiv.org/pdf/1612.07086v1,No journal ref found,none,cs.CV,Summary6395,1701.00485v2,2017-01-02T04:28:16Z,Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices,"Wenjia Meng, Zonghua Gu, Ming Zhang, Zhaohui Wu",http://arxiv.org/pdf/1701.00485v2,No journal ref found,none,cs.LG,Summary6396,1701.01218v1,2017-01-05T06:04:53Z,Overlapping Cover Local Regression Machines,"Mohamed Elhoseiny, Ahmed Elgammal",http://arxiv.org/pdf/1701.01218v1,No journal ref found,none,cs.LG,Summary6397,1701.02676v1,2017-01-10T16:43:03Z,Unsupervised Image-to-Image Translation with Generative Adversarial Networks,"Hao Dong, Paarth Neekhara, Chao Wu, Yike Guo",http://arxiv.org/pdf/1701.02676v1,No journal ref found,none,cs.CV,Summary6398,1701.03400v2,2017-01-12T16:42:47Z,Scaling Binarized Neural Networks on Reconfigurable Logic,"Nicholas J. Fraser, Yaman Umuroglu, Giulio Gambardella, Michaela Blott, Philip Leong, Magnus Jahre, Kees Vissers",http://arxiv.org/pdf/1701.03400v2,No journal ref found,none,cs.CV,Summary6399,1701.04249v1,2017-01-16T11:30:31Z,Geometric features for voxel-based surface recognition,Dmitry Yarotsky,http://arxiv.org/pdf/1701.04249v1,No journal ref found,none,cs.CV,Summary6400,1701.08401v1,2017-01-29T17:11:13Z,When Slepian Meets Fiedler: Putting a Focus on the Graph Spectrum,"Dimitri Van De Ville, Robin Demesmaeker, Maria Giulia Preti",http://arxiv.org/pdf/1701.08401v1,No journal ref found,none,cs.LG,Summary6401,1701.08435v1,2017-01-29T21:39:05Z,Transformation-Based Models of Video Sequences,"Joost van Amersfoort, Anitha Kannan, MarcAurelio Ranzato, Arthur Szlam, Du Tran, Soumith Chintala",http://arxiv.org/pdf/1701.08435v1,No journal ref found,none,cs.LG,Summary6402,1701.08816v1,2017-01-30T20:21:57Z,Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs,"Alexey A. Novikov, David Major, Dimitrios Lenis, Jiri Hladůvka, Maria Wimmer, Katja Bühler",http://arxiv.org/pdf/1701.08816v1,No journal ref found,none,cs.CV,Summary6403,1701.08837v1,2017-01-30T21:44:27Z,Emergence of Selective Invariance in Hierarchical Feed Forward Networks,"Dipan K. Pal, Vishnu Boddeti, Marios Savvides",http://arxiv.org/pdf/1701.08837v1,No journal ref found,none,cs.LG,Summary6404,1701.08886v1,2017-01-31T01:59:58Z,SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation,"Moustafa Alzantot, Supriyo Chakraborty, Mani B. Srivastava",http://arxiv.org/pdf/1701.08886v1,No journal ref found,none,cs.LG,Summary6405,1701.08936v1,2017-01-31T07:48:56Z,Deep Reinforcement Learning for Visual Object Tracking in Videos,"Da Zhang, Hamid Maei, Xin Wang, Yuan-Fang Wang",http://arxiv.org/pdf/1701.08936v1,No journal ref found,none,cs.CV,Summary6406,1702.00509v1,2017-02-02T00:37:22Z,"Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network","Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad",http://arxiv.org/pdf/1702.00509v1,No journal ref found,none,cs.CV,Summary6407,1702.00758v1,2017-02-02T17:29:24Z,HashNet: Deep Learning to Hash by Continuation,"Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu",http://arxiv.org/pdf/1702.00758v1,No journal ref found,none,cs.LG,Summary6408,1702.00783v1,2017-02-02T18:59:17Z,Pixel Recursive Super Resolution,"Ryan Dahl, Mohammad Norouzi, Jonathon Shlens",http://arxiv.org/pdf/1702.00783v1,No journal ref found,none,cs.CV,Summary6409,1702.01005v1,2017-02-03T13:44:44Z,Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning,"Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri",http://arxiv.org/pdf/1702.01005v1,No journal ref found,none,cs.LG,Summary6410,1702.01293v1,2017-02-04T14:33:16Z,Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples,"Dolev Raviv, Margarita Osadchy",http://arxiv.org/pdf/1702.01293v1,No journal ref found,none,cs.LG,Summary6411,1702.02738v1,2017-02-09T08:04:33Z,Joint Discovery of Object States and Manipulating Actions,"Jean-Baptiste Alayrac, Josev Sivic, Ivan Laptev, Simon Lacoste-Julien",http://arxiv.org/pdf/1702.02738v1,No journal ref found,none,cs.CV,Summary6412,1702.05068v1,2017-02-16T18:08:27Z,Discovering objects and their relations from entangled scene representations,"David Raposo, Adam Santoro, David Barrett, Razvan Pascanu, Timothy Lillicrap, Peter Battaglia",http://arxiv.org/pdf/1702.05068v1,No journal ref found,none,cs.LG,Summary6413,1702.05931v1,2017-02-20T11:11:50Z,The importance of stain normalization in colorectal tissue classification with convolutional networks,"Francesco Ciompi, Oscar Geessink, Babak Ehteshami Bejnordi, Gabriel Silva de Souza, Alexi Baidoshvili, Geert Litjens, Bram van Ginneken, Iris Nagtegaal, Jeroen van der Laak",http://arxiv.org/pdf/1702.05931v1,No journal ref found,none,cs.CV,Summary6414,1702.05993v1,2017-02-20T15:00:13Z,An Extended Framework for Marginalized Domain Adaptation,"Gabriela Csurka, Boris Chidlovski, Stephane Clinchant, Sophia Michel",http://arxiv.org/pdf/1702.05993v1,No journal ref found,none,cs.CV,Summary6415,1702.06086v1,2017-02-20T18:04:31Z,Label Distribution Learning Forests,"Wei Shen, Kai Zhao, Yilu Guo, Alan Yuille",http://arxiv.org/pdf/1702.06086v1,No journal ref found,none,cs.LG,Summary6416,1702.06850v1,2017-02-21T06:57:37Z,Scene Recognition by Combining Local and Global Image Descriptors,"Jobin Wilson, Muhammad Arif",http://arxiv.org/pdf/1702.06850v1,No journal ref found,none,cs.CV,Summary6417,1702.07664v1,2017-02-24T17:09:22Z,How ConvNets model Non-linear Transformations,"Dipan K. Pal, Marios Savvides",http://arxiv.org/pdf/1702.07664v1,No journal ref found,none,cs.CV,Summary6418,1702.08001v1,2017-02-26T08:34:26Z,Bayesian Nonparametric Feature and Policy Learning for Decision-Making,"Jürgen Hahn, Abdelhak M. Zoubir",http://arxiv.org/pdf/1702.08001v1,No journal ref found,none,cs.LG,Summary6419,1702.08782v2,2017-02-28T13:37:59Z,ShaResNet: reducing residual network parameter number by sharing weights,Alexandre Boulch,http://arxiv.org/pdf/1702.08782v2,No journal ref found,none,cs.CV,Summary6420,1703.00356v1,2017-03-01T15:51:13Z,Graph-based Isometry Invariant Representation Learning,"Renata Khasanova, Pascal Frossard",http://arxiv.org/pdf/1703.00356v1,No journal ref found,none,cs.CV,Summary6421,1703.00737v1,2017-03-02T11:52:47Z,Wireless Interference Identification with Convolutional Neural Networks,"Malte Schmidt, Dimitri Block, Uwe Meier",http://arxiv.org/pdf/1703.00737v1,No journal ref found,none,cs.LG,Summary6422,1703.00767v2,2017-03-02T12:47:40Z,Attentive Recurrent Comparators,"Pranav Shyam, Shubham Gupta, Ambedkar Dukkipati",http://arxiv.org/pdf/1703.00767v2,No journal ref found,none,cs.CV,Summary6423,1703.01560v1,2017-03-05T05:17:56Z,LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation,"Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1703.01560v1,No journal ref found,none,cs.CV,Summary6424,1703.01775v1,2017-03-06T09:21:35Z,Building a Regular Decision Boundary with Deep Networks,Edouard Oyallon,http://arxiv.org/pdf/1703.01775v1,No journal ref found,none,cs.CV,Summary6425,1703.02291v1,2017-03-07T09:26:56Z,Triple Generative Adversarial Nets,"Chongxuan Li, Kun Xu, Jun Zhu, Bo Zhang",http://arxiv.org/pdf/1703.02291v1,No journal ref found,none,cs.LG,Summary6426,1703.02363v1,2017-03-07T12:57:01Z,Qualitative Assessment of Recurrent Human Motion,"Andre Ebert, Michael Till Beck, Andy Mattausch, Lenz Belzner, Claudia Linnhoff Popien",http://arxiv.org/pdf/1703.02363v1,No journal ref found,none,cs.LG,Summary6427,cs/0202034v1,2002-02-20T17:12:03Z,Covariance Plasticity and Regulated Criticality,"Elie Bienenstock, Daniel Lehmann",http://arxiv.org/pdf/cs/0202034v1,"Advances in Complex Systems, 1(4) (1998) pp. 361-384",none,cs.NE,Summary6428,cs/0206008v1,2002-06-03T22:31:45Z,Computer modeling of feelings and emotions: a quantitative neural network model of the feeling-of-knowing,Petro M. Gopych,http://arxiv.org/pdf/cs/0206008v1,"Kharkiv University Bulletin, Series Psychology, 2002, no.550(part 1), p.54-58",none,cs.AI,Summary6429,cs/0206027v1,2002-06-18T13:05:50Z,Behaviour-based Knowledge Systems: An Epigenetic Path from Behaviour to Knowledge,Carlos Gershenson,http://arxiv.org/pdf/cs/0206027v1,No journal ref found,none,cs.AI,Summary6430,cs/0307031v2,2003-07-12T12:04:33Z,Automatic Classification using Self-Organising Neural Networks in Astrophysical Experiments,"P. Boinee, A. De Angelis, E. Milotti",http://arxiv.org/pdf/cs/0307031v2,"S. Ciprini, A. De Angelis, P. Lubrano and O. Mansutti (eds.): Proc. of ``Science with the New Generation of High Energy Gamma-ray Experiments' (Perugia, Italy, May 2003). Forum, Udine 2003, p. 177",none,cs.NE,Summary6431,cs/0309012v1,2003-09-09T04:25:26Z,Exploration of RNA Editing and Design of Robust Genetic Algorithms,"C. Huang, L. M. Rocha",http://arxiv.org/pdf/cs/0309012v1,No journal ref found,none,cs.NE,Summary6432,cs/0402014v1,2004-02-09T19:44:33Z,Self-Organising Networks for Classification: developing Applications to Science Analysis for Astroparticle Physics,"A. De Angelis, P. Boinee, M. Frailis, E. Milotti",http://arxiv.org/pdf/cs/0402014v1,No journal ref found,none,cs.NE,Summary6433,cs/0408069v1,2004-08-31T16:16:28Z,The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence,"Sebastian Bader, Pascal Hitzler, Steffen Hoelldobler",http://arxiv.org/pdf/cs/0408069v1,No journal ref found,none,cs.AI,Summary6434,cs/0505044v1,2005-05-16T19:31:36Z,Separating a Real-Life Nonlinear Image Mixture,Luis B. Almeida,http://arxiv.org/pdf/cs/0505044v1,No journal ref found,none,cs.NE,Summary6435,cs/0506024v3,2005-06-08T21:33:44Z,The Hyper-Cortex of Human Collective-Intelligence Systems,Marko A. Rodriguez,http://arxiv.org/pdf/cs/0506024v3,No journal ref found,none,cs.CY,Summary6436,cs/0511042v1,2005-11-10T10:00:46Z,Dimensions of Neural-symbolic Integration - A Structured Survey,"Sebastian Bader, Pascal Hitzler",http://arxiv.org/pdf/cs/0511042v1,No journal ref found,none,cs.AI,Summary6437,cs/0605065v4,2006-05-15T17:56:55Z,On the possible Computational Power of the Human Mind,"Hector Zenil, Francisco Hernandez-Quiroz",http://arxiv.org/pdf/cs/0605065v4,No journal ref found,none,cs.NE,Summary6438,cs/0611163v1,2006-11-30T15:30:36Z,On Measuring the Impact of Human Actions in the Machine Learning of a Board Games Playing Policies,Dimitris Kalles,http://arxiv.org/pdf/cs/0611163v1,No journal ref found,none,cs.AI,Summary6439,cs/0611166v2,2006-11-30T15:20:15Z,Lossless fitness inheritance in genetic algorithms for decision trees,"Dimitris Kalles, Athanassios Papagelis",http://arxiv.org/pdf/cs/0611166v2,No journal ref found,none,cs.AI,Summary6440,0705.1673v1,2007-05-11T15:49:40Z,Using artificial intelligence for data reduction in mechanical engineering,"L. Mdlazi, C. J. Stander, P. S. Heyns, T. Marwala",http://arxiv.org/pdf/0705.1673v1,No journal ref found,none,cs.CE,Summary6441,0705.2485v1,2007-05-17T07:02:23Z,Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis,"Bodie Crossingham, Tshilidzi Marwala",http://arxiv.org/pdf/0705.2485v1,No journal ref found,none,cs.NE,Summary6442,0707.3030v1,2007-07-20T10:07:27Z,Optimal Design of Ad Hoc Injection Networks by Using Genetic Algorithms,"Gregoire Danoy, Pascal Bouvry, Matthias R. Brust, Enrique Alba",http://arxiv.org/pdf/0707.3030v1,"Genetic and Evolutionary Computation Conference (GECCO 2007), ISBN 978-1-59593-697-4",none,cs.NE,Summary6443,0710.3561v1,2007-10-18T18:04:42Z,Stationary probability density of stochastic search processes in global optimization,Arturo Berrones,http://arxiv.org/pdf/0710.3561v1,J. Stat. Mech. (2008) P01013,none,cs.AI,Summary6444,0801.3549v3,2008-01-23T11:01:31Z,The Danger Theory and Its Application to Artificial Immune Systems,"Uwe Aickelin, Steve Cayzer",http://arxiv.org/pdf/0801.3549v3,"Proceedings of the 1st International Conference on Artificial Immune Systems (ICARIS 2002), pp 141-148, Canterbury, Uk, 2002",none,cs.NE,Summary6445,0801.4307v3,2008-01-28T15:14:45Z,On Affinity Measures for Artificial Immune System Movie Recommenders,"Uwe Aickelin, Qi Chen",http://arxiv.org/pdf/0801.4307v3,"Proceedings of the 5th International Conference on Recent Advances in Soft Computing (RASC 2004), Nottingham, UK",none,cs.NE,Summary6446,0802.3235v3,2008-02-21T23:41:09Z,Characterization of the convergence of stationary Fokker-Planck learning,Arturo Berrones,http://arxiv.org/pdf/0802.3235v3,No journal ref found,none,cs.NE,Summary6447,0802.4010v1,2008-02-27T13:00:38Z,Brain architecture: A design for natural computation,Marcus Kaiser,http://arxiv.org/pdf/0802.4010v1,"Philosophical Transactions of The Royal Society A, 365: 3033-3045, 2007",none,q-bio.NC,Summary6448,0803.1568v1,2008-03-11T12:39:01Z,Dempster-Shafer for Anomaly Detection,"Qi Chen, Uwe Aickelin",http://arxiv.org/pdf/0803.1568v1,"Proceedings of the International Conference on Data Mining (DMIN 2006), pp 232-238, Las Vegas, USA 2006",none,cs.NE,Summary6449,0803.1997v2,2008-03-13T16:01:10Z,Danger Theory: The Link between AIS and IDS?,"Uwe Aickelin, Peter Bentley, Steve Cayzer, Kim Jungwon, Julie McLeod",http://arxiv.org/pdf/0803.1997v2,"Proceedings of the 2nd International Conference on Artificial Immune Systems (ICARIS 2003), Lecture Notes in Computer Science 2787, pp 147-155, doi: 10.1007/b12020, Edinburgh, UK 2003",none,cs.NE,Summary6450,0803.2981v1,2008-03-20T12:24:43Z,Idiotypic Immune Networks in Mobile Robot Control,"Amanda Whitbrook, Uwe Aickelin, Jonathan Garibaldi",http://arxiv.org/pdf/0803.2981v1,"IEEE Transactions on Systems, Man and Cybernetics, Part B, 37(6), 1581- 1598, 2007",none,cs.NE,Summary6451,0803.3912v1,2008-03-27T12:55:59Z,Artificial Immune Systems Tutorial,"Uwe Aickelin, Dipankar Dasgupta",http://arxiv.org/pdf/0803.3912v1,No journal ref found,none,cs.NE,Summary6452,0807.2282v1,2008-07-14T23:44:47Z,Hardware/Software Co-Design for Spike Based Recognition,"Arfan Ghani, Martin McGinnity, Liam Maguire, Jim Harkin",http://arxiv.org/pdf/0807.2282v1,No journal ref found,none,cs.NE,Summary6453,0907.0328v1,2009-07-02T09:59:39Z,Degenerate neutrality creates evolvable fitness landscapes,"James M Whitacre, Axel Bender",http://arxiv.org/pdf/0907.0328v1,"WorldComp 2009, Las Vegas, NV, USA",none,cs.NE,Summary6454,0911.2390v1,2009-11-12T13:44:59Z,How Creative Should Creators Be To Optimize the Evolution of Ideas? A Computational Model,"Stefan Leijnen, Liane Gabora",http://arxiv.org/pdf/0911.2390v1,"EPTCS 9, 2009, pp. 108-119",none,cs.AI,Summary6455,1001.1401v1,2010-01-09T04:36:24Z,Incorporating characteristics of human creativity into an evolutionary art algorithm,"Steve DiPaola, Liane Gabora",http://arxiv.org/pdf/1001.1401v1,"DiPaola, S. & Gabora, L. (2009). Incorporating characteristics of human creativity into an evolutionary art algorithm. Genetic Programming and Evolvable Machines, 10(2), 97-110",none,cs.AI,Summary6456,1001.1889v1,2010-01-12T14:35:42Z,Cheating for Problem Solving: A Genetic Algorithm with Social Interactions,"Rafeal Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin",http://arxiv.org/pdf/1001.1889v1,"Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada",none,cs.NE,Summary6457,1001.2155v1,2010-01-13T14:30:09Z,Cooperative Automated Worm Response and Detection Immune Algorithm,"Jungwon Kim, William Wilson, Uwe Aickelin, Julie McLeod",http://arxiv.org/pdf/1001.2155v1,No journal ref found,none,cs.AI,Summary6458,1001.2195v1,2010-01-13T15:05:02Z,DCA for Bot Detection,"Yousof Al-Hammadi, Uwe Aickelin, Julie Greensmith",http://arxiv.org/pdf/1001.2195v1,"Proceedings of the IEEE World Congress on Computational Intelligence (WCCI2008), Hong Kong",none,cs.AI,Summary6459,1001.3113v2,2010-01-18T18:02:59Z,An Immuno-Inspired Approach to Misbehavior Detection in Ad Hoc Wireless Networks,"Martin Drozda, Sebastian Schildt, Sven Schaust, Helena Szczerbicka",http://arxiv.org/pdf/1001.3113v2,No journal ref found,none,cs.NI,Summary6460,1001.5244v3,2010-01-28T18:55:53Z,Computing Networks: A General Framework to Contrast Neural and Swarm Cognitions,Carlos Gershenson,http://arxiv.org/pdf/1001.5244v3,"Paladyn, Journal of Behavioral Robotics 1(2): 147-153, 2010",none,cs.NE,Summary6461,1003.0319v1,2010-03-01T11:43:55Z,Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows,"Feng Gu, Julie Greensmith, Uwe Aickelin",http://arxiv.org/pdf/1003.0319v1,"Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), Phuket, Thailand, 2008, 142-153",none,cs.AI,Summary6462,1003.0789v1,2010-03-03T12:04:01Z,Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm,"Julie Greensmith, Uwe Aickelin, Gianni Tedesco",http://arxiv.org/pdf/1003.0789v1,"Information Fusion, 11 (1), 21-34, 2010",none,cs.AI,Summary6463,1003.1256v1,2010-03-05T12:51:22Z,Integrating Innate and Adaptive Immunity for Intrusion Detection,"Gianni Tedesco, Jamie Twycross, Uwe Aickelin",http://arxiv.org/pdf/1003.1256v1,"Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163, 193-202, 2006",none,cs.AI,Summary6464,1003.4140v1,2010-03-22T12:06:32Z,Integrating Real-Time Analysis With The Dendritic Cell Algorithm Through Segmentation,"Feng Gu, Julie Greensmith, Uwe Aickelin",http://arxiv.org/pdf/1003.4140v1,"Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada, 1203-1210",none,cs.NE,Summary6465,1003.4142v1,2010-03-22T12:24:02Z,Malicious Code Execution Detection and Response Immune System inspired by the Danger Theory,"Jungwon Kim, Julie Greensmith, Jamie Twycross, Uwe Aickelin",http://arxiv.org/pdf/1003.4142v1,"Proceedings of Adaptive and Resilient Computing Security Workshop (ARCS-05), Santa Fe, USA, 2005,",none,cs.AI,Summary6466,1003.4145v1,2010-03-22T12:32:30Z,Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems,"Amanda Whitbrook, Uwe Aickelin, Jonathan Garibaldi",http://arxiv.org/pdf/1003.4145v1,"Proceedings of the 13th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2009, Orlando, Florida, USA, 272-278",none,cs.AI,Summary6467,1004.2860v1,2010-04-16T15:15:31Z,Behavioural Correlation for Detecting P2P Bots,"Yousof Al-Hammadi, Uwe Aickelin",http://arxiv.org/pdf/1004.2860v1,"Proceedings of the Second International Conference on Future Networks (ICFN 2010), Sanya, Hainan, China, p 323-327, 2010",none,cs.AI,Summary6468,1004.3147v1,2010-04-19T10:16:18Z,Genetic Algorithms for Multiple-Choice Problems,Uwe Aickelin,http://arxiv.org/pdf/1004.3147v1,"PhD thesis, University of Wales (Swansea), 1999",none,cs.NE,Summary6469,1004.3887v1,2010-04-22T10:55:23Z,Motif Detection Inspired by Immune Memory,"William Wilson, Phil Birkin, Uwe Aickelin",http://arxiv.org/pdf/1004.3887v1,"Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil, 2007, p 276-287",none,cs.AI,Summary6470,1004.3919v1,2010-04-22T13:41:37Z,Performance Evaluation of DCA and SRC on a Single Bot Detection,"Yousof Al-Hammadi, Uwe Aickelin, Julie Greensmith",http://arxiv.org/pdf/1004.3919v1,"Journal of Information Assurance and Security, 5(1), p265-275, 2010",none,cs.AI,Summary6471,1004.3932v1,2010-04-21T10:31:21Z,Modelling Immunological Memory,"Simon Garret, Martin Robbins, Joanne Walker, William Wilson, Uwe Aickelin",http://arxiv.org/pdf/1004.3932v1,"In Silico Immunology, 83-108, 2006",none,cs.AI,Summary6472,1004.3939v1,2010-04-22T15:01:02Z,Price Trackers Inspired by Immune Memory,"William Wilson, Phil Birkin, Uwe Aickelin",http://arxiv.org/pdf/1004.3939v1,"Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163, p362-375, 2006",none,cs.AI,Summary6473,1004.5222v1,2010-04-29T08:51:52Z,The Application of a Dendritic Cell Algorithm to a Robotic Classifier,"Robert Oates, Julie Greensmith, Uwe Aickelin, Jonathan M. Garibaldi, Graham Kendall",http://arxiv.org/pdf/1004.5222v1,"Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil, p204-215, 2007",none,cs.AI,Summary6474,1005.0957v1,2010-05-06T09:54:44Z,ECG Feature Extraction Techniques - A Survey Approach,"S. Karpagachelvi, M. Arthanari, M. Sivakumar",http://arxiv.org/pdf/1005.0957v1,No journal ref found,none,cs.NE,Summary6475,1006.1518v1,2010-06-08T10:41:56Z,The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms,"Julie Greensmith, Jan Feyereisl, Uwe Aickelin",http://arxiv.org/pdf/1006.1518v1,"Evolutionary Intelligence, 1 (2), p 85-112, 2008",none,cs.AI,Summary6476,1006.1526v1,2010-06-08T11:08:25Z,The Motif Tracking Algorithm,"William Wilson, Philip Birkin, Uwe Aickelin",http://arxiv.org/pdf/1006.1526v1,"International Journal of Automation and Computing, 5 (1), p32-44, 2008",none,cs.AI,Summary6477,1006.1563v1,2010-06-08T14:12:08Z,ToLeRating UR-STD,"Jan Feyereisl, Uwe Aickelin",http://arxiv.org/pdf/1006.1563v1,"Proceedings of the 2nd International Conference on Emerging Security Information, Systems and Technologies, Cap Esterel, France, p 287-293, 2008",none,cs.AI,Summary6478,1006.2844v1,2010-06-14T20:52:44Z,Outrepasser les limites des techniques classiques de Prise dEmpreintes grace aux Reseaux de Neurones,"Javier Burroni, Carlos Sarraute",http://arxiv.org/pdf/1006.2844v1,Actes du symposium SSTIC (2006),none,cs.CR,Summary6479,1006.2945v1,2010-06-15T10:17:21Z,Two-Timescale Learning Using Idiotypic Behaviour Mediation For A Navigating Mobile Robot,"Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi",http://arxiv.org/pdf/1006.2945v1,"Journal of Applied Soft Computing, 10, p 876-887, 2010",none,cs.AI,Summary6480,1006.3650v1,2010-06-18T09:38:51Z,The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers,"Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi",http://arxiv.org/pdf/1006.3650v1,"Journal of Systemics, Cybernetics and Informatics, 2009, 7(6), p72-79",none,cs.AI,Summary6481,1006.3654v1,2010-06-18T09:55:04Z,Detecting Anomalous Process Behaviour using Second Generation Artificial Immune Systems,"Jamie Twycross, Uwe Aickelin, Amanda Whitbrook",http://arxiv.org/pdf/1006.3654v1,No journal ref found,none,cs.AI,Summary6482,1006.4645v1,2010-06-23T21:18:36Z,SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization,Thomas Bartz-Beielstein,http://arxiv.org/pdf/1006.4645v1,No journal ref found,none,cs.NE,Summary6483,1006.4949v1,2010-06-25T09:55:30Z,Artificial Immune Systems (2010),"Julie Greensmith, Amanda Whitbrook, Uwe Aickelin",http://arxiv.org/pdf/1006.4949v1,No journal ref found,none,cs.AI,Summary6484,1006.5008v1,2010-06-25T15:30:45Z,Detecting Danger: The Dendritic Cell Algorithm,"Julie Greensmith, Uwe Aickelin, Steve Cayzer",http://arxiv.org/pdf/1006.5008v1,"Robust Intelligent Systems, 12, p 89-112, 2008",none,cs.AI,Summary6485,1009.0896v1,2010-09-05T07:46:47Z,Memristor Crossbar-based Hardware Implementation of Fuzzy Membership Functions,"Farnood Merrikh-Bayat, Saeed Bagheri Shouraki",http://arxiv.org/pdf/1009.0896v1,No journal ref found,none,cs.NE,Summary6486,1009.5473v1,2010-09-28T07:22:08Z,The thermodynamic temperature of a rhythmic spiking network,"Paul Merolla, Tristan Ursell, John Arthur",http://arxiv.org/pdf/1009.5473v1,No journal ref found,none,cs.NE,Summary6487,1011.3912v1,2010-11-17T09:24:49Z,Artificial Hormone Reaction Networks: Towards Higher Evolvability in Evolutionary Multi-Modular Robotics,"Heiko Hamann, Jürgen Stradner, Thomas Schmickl, Karl Crailsheim",http://arxiv.org/pdf/1011.3912v1,"Artificial Life XII (ALife XII), Odense, Denmark, pp. 773-780, MIT Press, 2010",none,cs.RO,Summary6488,1107.1956v1,2011-07-11T07:54:51Z,Informledge System: A Modified Knowledge Network with Autonomous Nodes using Multi-lateral Links,"Dr T. R. Gopalakrishnan Nair, Meenakshi Malhotra",http://arxiv.org/pdf/1107.1956v1,No journal ref found,none,cs.IR,Summary6489,1107.5387v1,2011-07-27T05:30:40Z,Controlling wheelchairs by body motions: A learning framework for the adaptive remapping of space,"Tauseef Gulrez, Alessandro Tognetti, Alon Fishbach, Santiago Acosta, Christopher Scharver, Danilo De Rossi, Ferdinando A. Mussa-Ivaldi",http://arxiv.org/pdf/1107.5387v1,No journal ref found,none,cs.RO,Summary6490,1108.4199v1,2011-08-21T18:57:31Z,Biomimetic use of genetic algorithms,Jean-Louis Dessalles,http://arxiv.org/pdf/1108.4199v1,No journal ref found,none,cs.AI,Summary6491,1202.2523v2,2012-02-12T12:12:14Z,Evolutionary Computation in Astronomy and Astrophysics: A Review,"José A. García Gutiérrez, Carlos Cotta, Antonio J. Fernández-Leiva",http://arxiv.org/pdf/1202.2523v2,No journal ref found,none,cs.AI,Summary6492,1202.2770v4,2012-02-13T15:48:04Z,Multi-Level Error-Resilient Neural Networks with Learning,"Amir Hesam Salavati, Amin Karbasi",http://arxiv.org/pdf/1202.2770v4,No journal ref found,none,cs.NE,Summary6493,1208.3600v1,2012-08-17T13:59:30Z,Modeling and Control of CSTR using Model based Neural Network Predictive Control,Piyush Shrivastava,http://arxiv.org/pdf/1208.3600v1,No journal ref found,none,cs.AI,Summary6494,1302.0785v1,2013-02-04T18:26:03Z,"Beyond Markov Chains, Towards Adaptive Memristor Network-based Music Generation","Ella Gale, Oliver Matthews, Ben de Lacy Costello, Andrew Adamatzky",http://arxiv.org/pdf/1302.0785v1,No journal ref found,none,cs.ET,Summary6495,1302.6031v1,2013-02-25T10:13:09Z,Phoneme discrimination using KS algebra I,Ondrej Such,http://arxiv.org/pdf/1302.6031v1,No journal ref found,none,cs.SD,Summary6496,0910.0542v1,2009-10-03T18:46:00Z,Pre-processing in AI based Prediction of QSARs,"Om Prasad Patri, Amit Kumar Mishra",http://arxiv.org/pdf/0910.0542v1,No journal ref found,none,cs.AI,Summary6497,0910.3068v1,2009-10-16T13:36:01Z,An Evolutionary Squeaky Wheel Optimisation Approach to Personnel Scheduling,"Uwe Aickelin, Jingpeng Li, Edmund Burke",http://arxiv.org/pdf/0910.3068v1,"IEEE Transactions on Evolutionary Computation, 13 (2), 433-443, 2009",none,cs.AI,Summary6498,0910.3115v1,2009-10-16T13:40:49Z,An Idiotypic Immune Network as a Short Term Learning Architecture for Mobile Robots,"Amanda Whitbrook, Uwe Aickelin, Jonathan M Garibaldi",http://arxiv.org/pdf/0910.3115v1,"Proceedings of the 7th International Conference on Artificial Imune Systems (ICARIS2008), Phuket, Thailand, 266-278, 2008",none,cs.AI,Summary6499,0910.3117v1,2009-10-16T13:44:37Z,An Immune Inspired Approach to Anomaly Detection,"Jamie Twycross, Uwe Aickelin",http://arxiv.org/pdf/0910.3117v1,"Handbook of Research on Information Security and Assurance, Chapter X, 2008",none,cs.AI,Summary6500,0910.3124v1,2009-10-16T13:55:41Z,An Immune Inspired Network Intrusion Detection System Utilising Correlation Context,"Gianni Tedesco, Uwe Aickelin",http://arxiv.org/pdf/0910.3124v1,No journal ref found,none,cs.AI,Summary6501,1002.0276v1,2010-02-01T15:53:04Z,Dendritic Cells for SYN Scan Detection,"Julie Greensmith, Uwe Aickelin",http://arxiv.org/pdf/1002.0276v1,Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007),none,cs.AI,Summary6502,1002.0432v1,2010-02-02T09:30:31Z,Detecting Motifs in System Call Sequences,"William O. Wilson, Jan Feyereisl, Uwe Aickelin",http://arxiv.org/pdf/1002.0432v1,"Proceedings of the 8th International Workshop on Information Security Applications (WISA2007), Lecture Notes in Computer Science, Jeju, Korea",none,cs.AI,Summary6503,1002.0696v1,2010-02-03T10:35:03Z,Detecting Danger: Applying a Novel Immunological Concept to Intrusion Detection Systems,"Julie Greensmith, Uwe Aickelin, Jamie Twycross",http://arxiv.org/pdf/1002.0696v1,"Proceedings of The 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004), Bristol, UK",none,cs.AI,Summary6504,1002.1200v1,2010-02-05T11:09:46Z,Detecting Bots Based on Keylogging Activities,"Yousof Al-Hammadi, Uwe Aickelin",http://arxiv.org/pdf/1002.1200v1,"Proceedings of the 3rd International Conference on Availability, Reliability and Security (ARES2008)",none,cs.CR,Summary6505,cs/0210030v1,2002-10-30T11:59:57Z,Intelligence and Cooperative Search by Coupled Local Minimizers,"J. A. K. Suykens, J. Vandewalle, B. De Moor",http://arxiv.org/pdf/cs/0210030v1,"Int. J. Bifurcation and Chaos, Vol.11, No.8, pp.2133-2144, 2001",none,cs.AI,Summary6506,1109.3650v1,2011-09-16T15:48:29Z,Bi-Objective Community Detection (BOCD) in Networks using Genetic Algorithm,Rohan Agrawal,http://arxiv.org/pdf/1109.3650v1,No journal ref found,none,cs.SI,Summary6507,1204.2601v1,2012-04-12T01:45:21Z,Detecting lateral genetic material transfer,"C. Calderón, L. Delaye, V. Mireles, P. Miramontes",http://arxiv.org/pdf/1204.2601v1,No journal ref found,none,cs.NE,Summary6508,1204.3221v1,2012-04-14T22:15:39Z,Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior,"Konstantin Lakhman, Mikhail Burtsev",http://arxiv.org/pdf/1204.3221v1,No journal ref found,none,cs.NE,Summary6509,1304.0640v1,2013-04-02T14:18:02Z,Event management for large scale event-driven digital hardware spiking neural networks,"Louis-Charles Caron, \and Michiel DHaene, \and Frédéric Mailhot, \and Benjamin Schrauwen, \and Jean Rouat",http://arxiv.org/pdf/1304.0640v1,No journal ref found,none,cs.NE,Summary6510,1304.2888v1,2013-04-10T09:44:52Z,Roborobo! a Fast Robot Simulator for Swarm and Collective Robotics,"Nicolas Bredeche, Jean-Marc Montanier, Berend Weel, Evert Haasdijk",http://arxiv.org/pdf/1304.2888v1,No journal ref found,none,cs.RO,Summary6511,1304.3763v1,2013-04-13T02:30:23Z,An Improved ACS Algorithm for the Solutions of Larger TSP Problems,"Md. Rakib Hassan, Md. Kamrul Hasan, M. M. A. Hashem",http://arxiv.org/pdf/1304.3763v1,"Procs. of the 3rd International Conference on Electrical, Electronics and Computer Engineering (ICEECE 2003), pp. 201-206, Dhaka, Bangladesh, December 22-24, (2003)",none,cs.AI,Summary6512,1304.7607v1,2013-04-29T10:03:29Z,A Discrete State Transition Algorithm for Generalized Traveling Salesman Problem,"Xiaolin Tang, Chunhua Yang, Xiaojun Zhou, Weihua Gui",http://arxiv.org/pdf/1304.7607v1,"Advances in Global Optimization, 2015, 95:137-145",none,math.OC,Summary6513,1309.1524v1,2013-09-06T03:03:03Z,Guided Self-Organization of Input-Driven Recurrent Neural Networks,"Oliver Obst, Joschka Boedecker",http://arxiv.org/pdf/1309.1524v1,No journal ref found,none,cs.NE,Summary6514,1401.2184v2,2014-01-08T19:50:07Z,Variations on Memetic Algorithms for Graph Coloring Problems,"Laurent Moalic, Alexandre Gondran",http://arxiv.org/pdf/1401.2184v2,No journal ref found,none,cs.AI,Summary6515,1405.1958v2,2014-05-08T15:05:28Z,A Self-Adaptive Network Protection System,Mohamed Hassan,http://arxiv.org/pdf/1405.1958v2,No journal ref found,none,cs.NE,Summary6516,1409.5326v1,2014-09-18T15:04:53Z,Virtual Electrode Recording Tool for EXtracellular potentials (VERTEX): Comparing multi-electrode recordings from simulated and biological mammalian cortical tissue,"Richard J. Tomsett, Matt Ainsworth, Alexander Thiele, Mehdi Sanayei, Xing Chen, Alwin Gieselmann, Miles A. Whittington, Mark O. Cunningham, Marcus Kaiser",http://arxiv.org/pdf/1409.5326v1,No journal ref found,none,q-bio.NC,Summary6517,1501.01457v1,2015-01-07T12:11:27Z,Comparison of Selection Methods in On-line Distributed Evolutionary Robotics,"Iñaki Fernández Pérez, Amine Boumaza, François Charpillet",http://arxiv.org/pdf/1501.01457v1,"ALIFE 14, Jul 2014, New York, United States. Artificial Life 14 in Complex Adaptive Systems, MIT Press, Artificial Life 14",none,cs.AI,Summary6518,1505.04518v1,2015-05-18T05:42:38Z,Emergence-focused design in complex system simulation,"Chris Marriott, Jobran Chebib",http://arxiv.org/pdf/1505.04518v1,No journal ref found,none,q-bio.PE,Summary6519,1101.6001v1,2011-01-31T16:03:33Z,Boolean network robotics: a proof of concept,"Andrea Roli, Mattia Manfroni, Carlo Pinciroli, Mauro Birattari",http://arxiv.org/pdf/1101.6001v1,No journal ref found,none,cs.AI,Summary6520,1101.6009v1,2011-01-31T16:32:06Z,Solving the Satisfiability Problem Through Boolean Networks,"Andrea Roli, Michela Milano",http://arxiv.org/pdf/1101.6009v1,"In Evelina Lamma and Paola Mello (eds.), AI*IA99: Advances in Artificial Intelligence, LNAI series, vol. 1792, pp. 72-83, Springer, 2000",none,cs.AI,Summary6521,1207.5560v1,2012-07-23T23:25:36Z,Evolving Musical Counterpoint: The Chronopoint Musical Evolution System,"Jeffrey Power Jacobs, James Reggia",http://arxiv.org/pdf/1207.5560v1,"Proceedings of the First International Workshop on Evolutionary Music, 2011 IEEE Congress on Evolutionary Computation, 6-11 (2011)",none,cs.SD,Summary6522,1303.7032v2,2013-03-28T03:49:57Z,A Massively Parallel Associative Memory Based on Sparse Neural Networks,"Zhe Yao, Vincent Gripon, Michael G. Rabbat",http://arxiv.org/pdf/1303.7032v2,No journal ref found,none,cs.AI,Summary6523,1305.1958v1,2013-05-08T20:47:18Z,The Dynamically Extended Mind -- A Minimal Modeling Case Study,"Tom Froese, Carlos Gershenson, David A. Rosenblueth",http://arxiv.org/pdf/1305.1958v1,No journal ref found,none,cs.AI,Summary6524,1306.2863v1,2013-06-12T15:34:51Z,Random Drift Particle Swarm Optimization,"Jun Sun, Xiaojun Wu, Vasile Palade, Wei Fang, Yuhui Shi",http://arxiv.org/pdf/1306.2863v1,No journal ref found,none,cs.AI,Summary6525,1308.3136v2,2013-08-13T14:02:34Z,Toward the Coevolution of Novel Vertical-Axis Wind Turbines,"Richard J. Preen, Larry Bull",http://arxiv.org/pdf/1308.3136v2,"IEEE Transactions on Evolutionary Computation (2015), 19(2):284-294",none,cs.NE,Summary6526,1308.5032v1,2013-08-23T03:05:28Z,How Did Humans Become So Creative? A Computational Approach,"Liane Gabora, Steve DiPaola",http://arxiv.org/pdf/1308.5032v1,"Proceedings of the International Conference on Computational Creativity (pp. 203-210). May 31 - June 1, 2012, Dublin, Ireland",none,cs.NE,Summary6527,1402.5830v2,2014-02-24T14:06:52Z,A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses,"Enrico Ampellio, Luca Vassio",http://arxiv.org/pdf/1402.5830v2,Swarm Intelligence 2016,none,math.OC,Summary6528,1402.6785v1,2014-02-27T03:45:20Z,Synthesis of Parametric Programs using Genetic Programming and Model Checking,"Gal Katz, Doron Peled",http://arxiv.org/pdf/1402.6785v1,"EPTCS 140, 2014, pp. 70-84",none,cs.SE,Summary6529,1407.7211v1,2014-07-27T11:45:21Z,An evolutionary solver for linear integer programming,João Pedro Pedroso,http://arxiv.org/pdf/1407.7211v1,No journal ref found,none,cs.NE,Summary6530,1410.0547v2,2014-10-02T13:32:59Z,Design Mining Interacting Wind Turbines,"Richard J. Preen, Larry Bull",http://arxiv.org/pdf/1410.0547v2,"Evolutionary Computation (2016), 24(1):89-111",none,cs.NE,Summary6531,1411.3806v1,2014-11-14T06:11:48Z,Integrating Fuzzy and Ant Colony System for Fuzzy Vehicle Routing Problem with Time Windows,"Sandhya Bansal, V. Katiyar",http://arxiv.org/pdf/1411.3806v1,No journal ref found,none,cs.AI,Summary6532,1411.4379v1,2014-11-17T06:51:50Z,FGPGA: An Efficient Genetic Approach for Producing Feasible Graph Partitions,"Md. Lisul Islam, Novia Nurain, Swakkhar Shatabda, M Sohel Rahman",http://arxiv.org/pdf/1411.4379v1,No journal ref found,none,cs.NE,Summary6533,1411.4702v1,2014-11-18T00:38:30Z,Toward a Universal Cortical Algorithm: Examining Hierarchical Temporal Memory in Light of Frontal Cortical Function,Michael R. Ferrier,http://arxiv.org/pdf/1411.4702v1,No journal ref found,none,q-bio.NC,Summary6534,1411.6768v1,2014-11-25T08:52:14Z,Hypotheses of neural code and the information model of the neuron-detector,Yuri Parzhin,http://arxiv.org/pdf/1411.6768v1,No journal ref found,none,cs.NE,Summary6535,1503.03211v1,2015-03-11T08:17:11Z,A Multi-Gene Genetic Programming Application for Predicting Students Failure at School,"J. O. Orove, N. E. Osegi, B. O. Eke",http://arxiv.org/pdf/1503.03211v1,"African Journal of Computing & ICT, 7(3), 21-34 (2014)",none,cs.CY,Summary6536,1503.04941v1,2015-03-17T08:00:49Z,How the symbol grounding of living organisms can be realized in artificial agents,J. H. van Hateren,http://arxiv.org/pdf/1503.04941v1,No journal ref found,none,cs.AI,Summary6537,1504.04909v1,2015-04-20T01:17:00Z,Illuminating search spaces by mapping elites,"Jean-Baptiste Mouret, Jeff Clune",http://arxiv.org/pdf/1504.04909v1,No journal ref found,none,cs.AI,Summary6538,1504.05095v1,2015-04-20T15:50:46Z,Hybrid Genetic Algorithm and Lasso Test Approach for Inferring Well Supported Phylogenetic Trees based on Subsets of Chloroplastic Core Genes,"Bassam AlKindy, Christophe Guyeux, Jean-François Couchot, Michel Salomon, Christian Parisod, Jacques M. Bahi",http://arxiv.org/pdf/1504.05095v1,No journal ref found,none,cs.AI,Summary6539,1506.06366v1,2015-06-21T14:03:42Z,A Novel Method for Stock Forecasting based on Fuzzy Time Series Combined with the Longest Common/Repeated Sub-sequence,"He-Wen Chen, Zih-Ci Wang, Shu-Yu Kuo, Yao-Hsin Chou",http://arxiv.org/pdf/1506.06366v1,No journal ref found,none,cs.CE,Summary6540,1506.08781v6,2015-06-29T18:57:34Z,On Design Mining: Coevolution and Surrogate Models,"Richard J. Preen, Larry Bull",http://arxiv.org/pdf/1506.08781v6,No journal ref found,none,cs.NE,Summary6541,1508.00457v1,2015-08-03T15:45:38Z,Evolutionary Multimodal Optimization: A Short Survey,Ka-Chun Wong,http://arxiv.org/pdf/1508.00457v1,No journal ref found,none,cs.NE,Summary6542,1509.07035v2,2015-09-23T15:40:30Z,Designing Behaviour in Bio-inspired Robots Using Associative Topologies of Spiking-Neural-Networks,"Cristian Jimenez-Romero, David Sousa-Rodrigues, Jeffrey H. Johnson",http://arxiv.org/pdf/1509.07035v2,No journal ref found,none,cs.RO,Summary6543,1511.04387v2,2015-11-13T18:17:32Z,Combining Monte-Carlo and Hyper-heuristic methods for the Multi-mode Resource-constrained Multi-project Scheduling Problem,"Shahriar Asta, Daniel Karapetyan, Ahmed Kheiri, Ender Özcan, Andrew J. Parkes",http://arxiv.org/pdf/1511.04387v2,No journal ref found,none,cs.DS,Summary6544,1512.01613v2,2015-12-05T02:42:28Z,A Novel Paradigm for Calculating Ramsey Number via Artificial Bee Colony Algorithm,"Wei-Hao Mao, Fei Gao, Yi-Jin Dong, Wen-Ming Li",http://arxiv.org/pdf/1512.01613v2,No journal ref found,none,cs.AI,Summary6545,1512.05245v1,2015-12-16T16:58:06Z,Symphony from Synapses: Neocortex as a Universal Dynamical Systems Modeller using Hierarchical Temporal Memory,Fergal Byrne,http://arxiv.org/pdf/1512.05245v1,No journal ref found,none,cs.NE,Summary6546,1601.07446v1,2016-01-27T16:54:51Z,A First Attempt to Cloud-Based User Verification in Distributed System,"Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli",http://arxiv.org/pdf/1601.07446v1,"Asia-Pacific Conference on Computer Aided System Engineering (APCASE), pp. 226-231 (2015)",none,cs.NE,Summary6547,1603.00806v3,2016-03-02T17:48:25Z,Hybrid Collaborative Filtering with Autoencoders,"Florian Strub, Jeremie Mary, Romaric Gaudel",http://arxiv.org/pdf/1603.00806v3,No journal ref found,none,cs.IR,Summary6548,1603.03795v1,2016-03-11T21:36:27Z,Demonstrating the Feasibility of Automatic Game Balancing,"Vanessa Volz, Günter Rudolph, Boris Naujoks",http://arxiv.org/pdf/1603.03795v1,No journal ref found,none,cs.HC,Summary6549,1603.07051v1,2016-03-23T02:30:35Z,Cosolver2B: An Efficient Local Search Heuristic for the Travelling Thief Problem,"Mohamed El Yafrani, Belaïd Ahiod",http://arxiv.org/pdf/1603.07051v1,No journal ref found,none,cs.AI,Summary6550,1604.04138v1,2016-04-14T12:52:20Z,An Improved Discrete Bat Algorithm for Symmetric and Asymmetric Traveling Salesman Problems,"Eneko Osaba, Xin-She Yang, Fernando Diaz, Pedro Lopez-Garcia, Roberto Carballedo",http://arxiv.org/pdf/1604.04138v1,"Engineering Applications of Artificial Intelligence, 48 (1), 59-71 (2016)",none,cs.NE,Summary6551,1604.04146v1,2016-04-14T13:25:42Z,A Discrete Firefly Algorithm to Solve a Rich Vehicle Routing Problem Modelling a Newspaper Distribution System with Recycling Policy,"E. Osaba, Xin-She Yang, F. Diaz, E. Onieva, A. D. Masegosa, A. Perallos",http://arxiv.org/pdf/1604.04146v1,No journal ref found,none,cs.NE,Summary6552,1604.05170v3,2016-04-18T14:13:52Z,A Repeated Signal Difference for Recognising Patterns,Kieran Greer,http://arxiv.org/pdf/1604.05170v3,"BRAIN, Broad Research in Artificial Intelligence and Neuroscience, Vol. 7, No. 3, pp. 139 - 147, 2016",none,cs.NE,Summary6553,1604.05791v1,2016-04-20T02:39:04Z,Procedural urban environments for FPS games,"Jan Kruse, Ricardo Sosa, Andy M. Connor",http://arxiv.org/pdf/1604.05791v1,No journal ref found,none,cs.AI,Summary6554,1604.05978v2,2016-04-20T14:35:12Z,A topological insight into restricted Boltzmann machines,"Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, Antonio Liotta",http://arxiv.org/pdf/1604.05978v2,No journal ref found,none,cs.NE,Summary6555,1607.03317v1,2016-07-12T11:52:48Z,Populations can be essential in tracking dynamic optima,"Duc-Cuong Dang, Thomas Jansen, Per Kristian Lehre",http://arxiv.org/pdf/1607.03317v1,No journal ref found,none,cs.NE,Summary6556,1607.05954v1,2016-07-19T15:16:56Z,On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra,"C. Dafonte, D. Fustes, M. Manteiga, D. Garabato, M. A. Alvarez, A. Ulla, C. Allende Prieto",http://arxiv.org/pdf/1607.05954v1,"A&A 594, A68 (2016)",none,astro-ph.IM,Summary6557,1608.02229v1,2016-08-07T15:52:28Z,Towards the Self-constructive Brain: emergence of adaptive behavior,Fernando Corbacho,http://arxiv.org/pdf/1608.02229v1,No journal ref found,none,cs.NE,Summary6558,1609.03971v1,2016-09-13T18:34:59Z,Feynman Machine: The Universal Dynamical Systems Computer,"Eric Laukien, Richard Crowder, Fergal Byrne",http://arxiv.org/pdf/1609.03971v1,No journal ref found,none,cs.NE,Summary6559,1610.01407v1,2016-10-05T13:21:43Z,Towards semi-episodic learning for robot damage recovery,"Konstantinos Chatzilygeroudis, Antoine Cully, Jean-Baptiste Mouret",http://arxiv.org/pdf/1610.01407v1,No journal ref found,none,cs.RO,Summary6560,1611.00890v1,2016-11-03T05:57:01Z,Maximizing Investment Value of Small-Scale PV in a Smart Grid Environment,"Jeremy Every, Li Li, Youguang G. Guo, David G. Dorrell",http://arxiv.org/pdf/1611.00890v1,No journal ref found,none,math.OC,Summary6561,1611.01652v1,2016-11-05T13:34:58Z,A Differentiable Physics Engine for Deep Learning in Robotics,"Jonas Degrave, Michiel Hermans, Joni Dambre, Francis wyffels",http://arxiv.org/pdf/1611.01652v1,No journal ref found,none,cs.NE,Summary6562,1611.09755v1,2016-11-29T17:56:02Z,Fractional Order AGC for Distributed Energy Resources Using Robust Optimization,"Indranil Pan, Saptarshi Das",http://arxiv.org/pdf/1611.09755v1,"IEEE Transactions on Smart Grid, Volume 7, Issue 5, Pages 2175 - 2186, Sept 2016",none,cs.SY,Summary6563,1612.04742v2,2016-12-14T17:33:38Z,Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints,"Stefan Lattner, Maarten Grachten, Gerhard Widmer",http://arxiv.org/pdf/1612.04742v2,No journal ref found,none,cs.SD,Summary6564,1612.06962v1,2016-12-21T03:24:26Z,Stochastic Runtime Analysis of a Cross Entropy Algorithm for Traveling Salesman Problems,"Zijun Wu, Rolf Moehring, Jianhui Lai",http://arxiv.org/pdf/1612.06962v1,No journal ref found,none,cs.DS,Summary6565,1701.00736v1,2016-12-31T11:28:23Z,Simulated Tornado Optimization,"S. Hossein Hosseini, Tohid Nouri, Afshin Ebrahimi, S. Ali Hosseini",http://arxiv.org/pdf/1701.00736v1,No journal ref found,none,math.OC,Summary6566,1703.00556v2,2017-03-01T23:54:28Z,Conversion Rate Optimization through Evolutionary Computation,"Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brundage, Jonathan Epstein, Randy Dean, Gurmeet Lamba",http://arxiv.org/pdf/1703.00556v2,No journal ref found,none,cs.HC,Summary6567,1703.02245v1,2017-03-07T07:20:30Z,Design of the Artifical: lessons from the biological roots of general intelligence,Nima Dehghani,http://arxiv.org/pdf/1703.02245v1,No journal ref found,none,cs.AI,Summary6568,0705.3669v1,2007-05-24T21:48:18Z,Structural Health Monitoring Using Neural Network Based Vibrational System Identification,Donald A. Sofge,http://arxiv.org/pdf/0705.3669v1,"D. Sofge, ""Structural Health Monitoring Using Neural Network Based Vibrational System Identification,"" In Proceedings of the Australia-New Zealand Conference on Intelligent Information Systems, pp. 91-94, IEEE, 1994",none,cs.NE,Summary6569,0911.0787v1,2009-11-04T11:29:57Z,Generalized Discriminant Analysis algorithm for feature reduction in Cyber Attack Detection System,"Shailendra Singh, Sanjay Silakari",http://arxiv.org/pdf/0911.0787v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 1, pp. 173-180, October 2009, USA",none,cs.CR,Summary6570,1104.1550v2,2011-04-08T11:30:49Z,A bio-inspired image coder with temporal scalability,"Khaled Masmoudi, Marc Antonini, Pierre Kornprobst",http://arxiv.org/pdf/1104.1550v2,No journal ref found,none,cs.CV,Summary6571,1309.7522v1,2013-09-29T02:23:26Z,An Application of Backpropagation Artificial Neural Network Method for Measuring The Severity of Osteoarthritis,"Dian Pratiwi, Diaz D. Santika, Bens Pardamean",http://arxiv.org/pdf/1309.7522v1,"International Journal of Engineering & Technology IJET-IJENS Vol. 11 No.3, June 2011",none,cs.NE,Summary6572,1312.2877v1,2013-12-10T17:04:18Z,Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning,"Mohammad H. Alomari, Aya Samaha, Khaled AlKamha",http://arxiv.org/pdf/1312.2877v1,International Journal of Advanced Computer Science and Applications (ijacsa) 07/2013; 4(6):207-212,none,cs.NE,Summary6573,1408.0889v2,2014-08-05T08:37:11Z,Computing With Contextual Numbers,Vahid Moosavi,http://arxiv.org/pdf/1408.0889v2,No journal ref found,none,cs.CE,Summary6574,1505.01596v2,2015-05-07T06:03:01Z,Learning to See by Moving,"Pulkit Agrawal, Joao Carreira, Jitendra Malik",http://arxiv.org/pdf/1505.01596v2,No journal ref found,none,cs.CV,Summary6575,1505.06250v1,2015-05-22T23:45:32Z,Efficient Large Scale Video Classification,"Balakrishnan Varadarajan, George Toderici, Sudheendra Vijayanarasimhan, Apostol Natsev",http://arxiv.org/pdf/1505.06250v1,No journal ref found,none,cs.CV,Summary6576,1505.07376v3,2015-05-27T15:29:52Z,Texture Synthesis Using Convolutional Neural Networks,"Leon A. Gatys, Alexander S. Ecker, Matthias Bethge",http://arxiv.org/pdf/1505.07376v3,No journal ref found,none,cs.CV,Summary6577,1505.07427v4,2015-05-27T18:18:42Z,PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization,"Alex Kendall, Matthew Grimes, Roberto Cipolla",http://arxiv.org/pdf/1505.07427v4,No journal ref found,none,cs.CV,Summary6578,1306.1358v1,2013-06-06T09:48:49Z,Geometric operations implemented by conformal geometric algebra neural nodes,Eckhard Hitzer,http://arxiv.org/pdf/1306.1358v1,"Proc. SICE Symposium on Systems and Information 2008, 26-28 Nov. 2008, Himeji, Japan, pp. 357-362 (2008)",none,cs.CV,Summary6579,1306.1653v1,2013-06-07T08:43:11Z,Non-constant bounded holomorphic functions of hyperbolic numbers - Candidates for hyperbolic activation functions,Eckhard Hitzer,http://arxiv.org/pdf/1306.1653v1,"in Y. Kuroe, T. Nitta (eds.), Proceedings of the First SICE Symposium on Computational Intelligence [Concentrating on Clifford Neural Computing], 30 Sep. 2011, KIT, Kyoto, Japan, catalogue no. 11PG0009, pp. 23 - 28, 2011",none,cs.NE,Summary6580,1308.2350v1,2013-08-10T22:56:26Z,Learning Features and their Transformations by Spatial and Temporal Spherical Clustering,"Jayanta K. Dutta, Bonny Banerjee",http://arxiv.org/pdf/1308.2350v1,No journal ref found,none,cs.NE,Summary6581,1407.5104v1,2014-07-18T20:10:06Z,Pixels to Voxels: Modeling Visual Representation in the Human Brain,"Pulkit Agrawal, Dustin Stansbury, Jitendra Malik, Jack L. Gallant",http://arxiv.org/pdf/1407.5104v1,No journal ref found,none,q-bio.NC,Summary6582,1412.8341v1,2014-12-29T13:47:06Z,Spectral classification using convolutional neural networks,Pavel Hála,http://arxiv.org/pdf/1412.8341v1,No journal ref found,none,cs.CV,Summary6583,1508.06576v2,2015-08-26T17:14:42Z,A Neural Algorithm of Artistic Style,"Leon A. Gatys, Alexander S. Ecker, Matthias Bethge",http://arxiv.org/pdf/1508.06576v2,No journal ref found,none,cs.CV,Summary6584,1511.08899v1,2015-11-28T13:55:25Z,Applying deep learning to classify pornographic images and videos,Mohamed Moustafa,http://arxiv.org/pdf/1511.08899v1,No journal ref found,none,cs.CV,Summary6585,1604.02085v2,2016-04-07T17:31:13Z,A robust autoassociative memory with coupled networks of Kuramoto-type oscillators,"Daniel Heger, Katharina Krischer",http://arxiv.org/pdf/1604.02085v2,No journal ref found,none,nlin.AO,Summary6586,1606.05487v4,2016-06-17T11:48:29Z,YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration,"Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini",http://arxiv.org/pdf/1606.05487v4,No journal ref found,none,cs.AR,Summary6587,1608.06627v1,2016-08-23T06:01:19Z,Artificial Neural Networks for Detection of Malaria in RBCs,"Purnima Pandit, A. Anand",http://arxiv.org/pdf/1608.06627v1,No journal ref found,none,physics.med-ph,Summary6588,1609.04453v1,2016-09-14T21:44:58Z,"A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning","T. Nathan Mundhenk, Goran Konjevod, Wesam A. Sakla, Kofi Boakye",http://arxiv.org/pdf/1609.04453v1,No journal ref found,none,cs.CV,Summary6589,1610.02478v1,2016-10-08T04:15:26Z,Deep Convolutional Networks as Models of Generalization and Blending Within Visual Creativity,"Graeme McCaig, Steve DiPaola, Liane Gabora",http://arxiv.org/pdf/1610.02478v1,No journal ref found,none,cs.NE,Summary6590,1610.04973v1,2016-10-17T05:07:09Z,Multiple Instance Fuzzy Inference Neural Networks,"Amine Ben Khalifa, Hichem Frigui",http://arxiv.org/pdf/1610.04973v1,No journal ref found,none,cs.NE,Summary6591,1611.04023v1,2016-11-12T17:35:23Z,Sparsey: Event Recognition via Deep Hierarchical Spare Distributed Codes,Gerard J. Rinkus,http://arxiv.org/pdf/1611.04023v1,"Frontiers in Computational Neuroscience, Vol. 8, Article 160 (2014)",none,q-bio.NC,Summary6592,1611.06565v2,2016-11-20T18:41:48Z,Deep Tensor Convolution on Multicores,"David Budden, Alexander Matveev, Shibani Santurkar, Shraman Ray Chaudhuri, Nir Shavit",http://arxiv.org/pdf/1611.06565v2,No journal ref found,none,cs.CV,Summary6593,1701.07879v3,2017-01-26T21:16:32Z,A Radically New Theory of how the Brain Represents and Computes with Probabilities,Gerard Rinkus,http://arxiv.org/pdf/1701.07879v3,No journal ref found,none,q-bio.NC,Summary6594,1701.08893v2,2017-01-31T02:37:19Z,Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses,"Eric Risser, Pierre Wilmot, Connelly Barnes",http://arxiv.org/pdf/1701.08893v2,No journal ref found,none,cs.GR,Summary6595,cs/0410017v1,2004-10-07T17:20:56Z,Automated Pattern Detection--An Algorithm for Constructing Optimally Synchronizing Multi-Regular Language Filters,"Carl S. McTague, James P. Crutchfield",http://arxiv.org/pdf/cs/0410017v1,No journal ref found,none,cs.CV,Summary6596,cs/9905011v1,1999-05-20T18:28:15Z,Ensembles of Radial Basis Function Networks for Spectroscopic Detection of Cervical Pre-Cancer,"Kagan Tumer, Nirmala Ramanujam, Joydeep Ghosh, Rebecca Richards-Kortum",http://arxiv.org/pdf/cs/9905011v1,"IEEE Transactions on Biomedical Engineering, vol 45, no. 8, pp 953-962, 1998",none,cs.NE,Summary6597,cs/0102015v1,2001-02-20T13:08:15Z,Non-convex cost functionals in boosting algorithms and methods for panel selection,Marco Visentin,http://arxiv.org/pdf/cs/0102015v1,No journal ref found,none,cs.NE,Summary6598,cs/0611006v1,2006-11-02T00:47:57Z,Evolving controllers for simulated car racing,"Julian Togelius, Simon M. Lucas",http://arxiv.org/pdf/cs/0611006v1,"Proceedings of the 2005 Congress on Evolutionary Computation, pages 1906-1913",none,cs.NE,Summary6599,0709.3427v1,2007-09-21T12:49:47Z,Mutual information for the selection of relevant variables in spectrometric nonlinear modelling,"Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen",http://arxiv.org/pdf/0709.3427v1,"Chemometrics and Intelligent Laboratory Systems / I Mathematical Background Chemometrics Intell Lab Syst 80, 2 (2006) 215-226",none,cs.LG,Summary6600,0908.3706v1,2009-08-25T23:21:39Z,Uncovering delayed patterns in noisy and irregularly sampled time series: an astronomy application,"Juan C. Cuevas-Tello, Peter Tino, Somak Raychaudhury, Xin Yao, Markus Harva",http://arxiv.org/pdf/0908.3706v1,No journal ref found,none,astro-ph.CO,Summary6601,0909.5000v1,2009-09-28T04:25:03Z,Eignets for function approximation on manifolds,H. N. Mhaskar,http://arxiv.org/pdf/0909.5000v1,No journal ref found,none,cs.LG,Summary6602,0912.2843v2,2009-12-15T10:57:58Z,Intrusion Detection In Mobile Ad Hoc Networks Using GA Based Feature Selection,"R. Nallusamy, K. Jayarajan, K. Duraiswamy",http://arxiv.org/pdf/0912.2843v2,No journal ref found,none,cs.NE,Summary6603,1004.1997v1,2010-04-12T16:12:41Z,An optimized recursive learning algorithm for three-layer feedforward neural networks for mimo nonlinear system identifications,"Daohang Sha, Vladimir B. Bajic",http://arxiv.org/pdf/1004.1997v1,"Intelligent Automation and Soft Computing, Vol. 17, No. 2, pp. 133-147, 2011",none,cs.NE,Summary6604,1009.4574v1,2010-09-23T10:50:06Z,A hybrid learning algorithm for text classification,"S. M. Kamruzzaman, Farhana Haider",http://arxiv.org/pdf/1009.4574v1,"Proc. 3rd International Conference on Electrical & Computer Engineering (ICECE 2004), Dhaka Bangladesh, pp. 577-580, Dec. 2004",none,cs.NE,Summary6605,1103.4904v1,2011-03-25T04:34:42Z,Distribution-Independent Evolvability of Linear Threshold Functions,Vitaly Feldman,http://arxiv.org/pdf/1103.4904v1,No journal ref found,none,cs.LG,Summary6606,1201.3249v1,2012-01-16T13:19:55Z,A Spiking Neural Learning Classifier System,"Gerard Howard, Larry Bull, Pier-Luca Lanzi",http://arxiv.org/pdf/1201.3249v1,No journal ref found,none,cs.NE,Summary6607,1205.0908v1,2012-05-04T10:33:22Z,Weighted Patterns as a Tool for Improving the Hopfield Model,"Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii",http://arxiv.org/pdf/1205.0908v1,"Physical Review E, 2012, Vol.85, No.4",none,cond-mat.dis-nn,Summary6608,1205.3441v1,2012-02-20T10:25:16Z,Genetic Programming for Multibiometrics,"Romain Giot, Christophe Rosenberger",http://arxiv.org/pdf/1205.3441v1,"Expert Systems with Applications 39, 2 1837-1847 (2012)",none,cs.NE,Summary6609,1212.3765v1,2012-12-16T09:05:02Z,Biologically Inspired Spiking Neurons : Piecewise Linear Models and Digital Implementation,"Hamid Soleimani, Arash Ahmadi, Mohammad Bavandpour",http://arxiv.org/pdf/1212.3765v1,"IEEE Transactions On Circuits And Systems I: Regular Papers, Vol. 59, NO. 12, December 2012",none,cs.LG,Summary6610,1204.0885v1,2012-04-04T08:17:32Z,PID Parameters Optimization by Using Genetic Algorithm,"Andri Mirzal, Shinichiro Yoshii, Masashi Furukawa",http://arxiv.org/pdf/1204.0885v1,"ISTECS Journal, Vol. 8, pp. 34-43, 2006",none,cs.SY,Summary6611,1209.0127v2,2012-09-01T19:53:23Z,Autoregressive short-term prediction of turning points using support vector regression,"Ran El-Yaniv, Alexandra Faynburd",http://arxiv.org/pdf/1209.0127v2,No journal ref found,none,cs.LG,Summary6612,1209.3129v1,2012-09-14T08:56:19Z,Analog readout for optical reservoir computers,"Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar",http://arxiv.org/pdf/1209.3129v1,"Advances in Neural Information Processing Systems (NIPS) 25, 953-961 (2012)",none,cs.ET,Summary6613,1211.2378v1,2012-11-11T07:16:56Z,Hybrid methodology for hourly global radiation forecasting in Mediterranean area,"Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet",http://arxiv.org/pdf/1211.2378v1,No journal ref found,none,cs.NE,Summary6614,1301.1555v5,2013-01-08T14:55:45Z,Coupled Neural Associative Memories,"Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi",http://arxiv.org/pdf/1301.1555v5,No journal ref found,none,cs.NE,Summary6615,1309.6584v1,2013-09-25T17:32:24Z,Should I Stay or Should I Go: Coordinating Biological Needs with Continuously-updated Assessments of the Environment,Liane Gabora,http://arxiv.org/pdf/1309.6584v1,"Gabora, L. (1992). In (S. Wilson, J. A. Mayer & H. Roitblat, Eds.) Proceedings of the Second International Conference on the Simulation of Adaptive Behavior (pp. 156-162), Cambridge MA: MIT Press",none,cs.NE,Summary6616,1310.1250v1,2013-08-15T10:16:49Z,Learning ambiguous functions by neural networks,"Rui Ligeiro, R. Vilela Mendes",http://arxiv.org/pdf/1310.1250v1,No journal ref found,none,cs.NE,Summary6617,1312.6108v3,2013-12-20T20:47:28Z,Modeling correlations in spontaneous activity of visual cortex with centered Gaussian-binary deep Boltzmann machines,"Nan Wang, Dirk Jancke, Laurenz Wiskott",http://arxiv.org/pdf/1312.6108v3,No journal ref found,none,cs.NE,Summary6618,1409.1057v1,2014-09-03T12:23:50Z,Augmented Neural Networks for Modelling Consumer Indebtness,"Alexandros Ladas, Jonathan M. Garibaldi, Rodrigo Scarpel, Uwe Aickelin",http://arxiv.org/pdf/1409.1057v1,No journal ref found,none,cs.CE,Summary6619,1409.3358v1,2014-09-11T08:44:28Z,Building Program Vector Representations for Deep Learning,"Lili Mou, Ge Li, Yuxuan Liu, Hao Peng, Zhi Jin, Yan Xu, Lu Zhang",http://arxiv.org/pdf/1409.3358v1,No journal ref found,none,cs.SE,Summary6620,1409.5718v2,2014-09-18T06:50:52Z,Convolutional Neural Networks over Tree Structures for Programming Language Processing,"Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin",http://arxiv.org/pdf/1409.5718v2,No journal ref found,none,cs.LG,Summary6621,1501.03975v1,2015-01-16T13:18:34Z,Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines,"Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis",http://arxiv.org/pdf/1501.03975v1,No journal ref found,none,cs.NE,Summary6622,1501.06633v3,2015-01-27T01:19:12Z,maxDNN: An Efficient Convolution Kernel for Deep Learning with Maxwell GPUs,Andrew Lavin,http://arxiv.org/pdf/1501.06633v3,No journal ref found,none,cs.NE,Summary6623,1505.03236v1,2015-05-13T04:24:50Z,Hybrid data clustering approach using K-Means and Flower Pollination Algorithm,"R. Jensi, G. Wiselin Jiji",http://arxiv.org/pdf/1505.03236v1,No journal ref found,none,cs.LG,Summary6624,1505.03654v2,2015-05-14T09:03:19Z,Neural Network with Unbounded Activation Functions is Universal Approximator,"Sho Sonoda, Noboru Murata",http://arxiv.org/pdf/1505.03654v2,No journal ref found,none,cs.NE,Summary6625,1505.05401v2,2015-05-20T14:34:23Z,A Max-Sum algorithm for training discrete neural networks,"Carlo Baldassi, Alfredo Braunstein",http://arxiv.org/pdf/1505.05401v2,"Journal of Statistical Mechanics: Theory and Experiment 2015, no. 8, P08008",none,cond-mat.dis-nn,Summary6626,1505.05969v1,2015-05-22T07:03:45Z,Learning Program Embeddings to Propagate Feedback on Student Code,"Chris Piech, Jonathan Huang, Andy Nguyen, Mike Phulsuksombati, Mehran Sahami, Leonidas Guibas",http://arxiv.org/pdf/1505.05969v1,No journal ref found,none,cs.LG,Summary6627,1403.7752v2,2014-03-30T13:11:55Z,Auto-encoders: reconstruction versus compression,Yann Ollivier,http://arxiv.org/pdf/1403.7752v2,No journal ref found,none,cs.NE,Summary6628,1404.1999v1,2014-04-08T03:41:50Z,Notes on Generalized Linear Models of Neurons,Jonathon Shlens,http://arxiv.org/pdf/1404.1999v1,No journal ref found,none,cs.NE,Summary6629,1404.5772v3,2014-04-23T10:14:41Z,Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks,"Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu",http://arxiv.org/pdf/1404.5772v3,No journal ref found,none,cs.IR,Summary6630,1404.5997v2,2014-04-23T22:37:56Z,One weird trick for parallelizing convolutional neural networks,Alex Krizhevsky,http://arxiv.org/pdf/1404.5997v2,No journal ref found,none,cs.NE,Summary6631,1404.6955v1,2014-04-23T19:25:48Z,Probabilistic graphs using coupled random variables,"Kenric P. Nelson, Madalina Barbu, Brian J. Scannell",http://arxiv.org/pdf/1404.6955v1,No journal ref found,none,cs.LG,Summary6632,1406.4619v1,2014-06-18T06:58:38Z,"A Generalized Markov-Chain Modelling Approach to $(1,λ)$-ES Linear Optimization: Technical Report","Alexandre Chotard, Martin Holena",http://arxiv.org/pdf/1406.4619v1,No journal ref found,none,cs.NA,Summary6633,1406.4951v4,2014-06-19T05:49:02Z,Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array,"Sukru Burc Eryilmaz, Duygu Kuzum, Rakesh Jeyasingh, SangBum Kim, Matthew BrightSky, Chung Lam, H. -S. Philip Wong",http://arxiv.org/pdf/1406.4951v4,"Front Neurosci. 8, 205 (2014)",none,cs.NE,Summary6634,1410.0759v3,2014-10-03T06:16:43Z,cuDNN: Efficient Primitives for Deep Learning,"Sharan Chetlur, Cliff Woolley, Philippe Vandermersch, Jonathan Cohen, John Tran, Bryan Catanzaro, Evan Shelhamer",http://arxiv.org/pdf/1410.0759v3,No journal ref found,none,cs.NE,Summary6635,1411.6191v1,2014-11-23T04:58:22Z,Kickback cuts Backprops red-tape: Biologically plausible credit assignment in neural networks,"David Balduzzi, Hastagiri Vanchinathan, Joachim Buhmann",http://arxiv.org/pdf/1411.6191v1,No journal ref found,none,cs.LG,Summary6636,1412.3489v2,2014-12-10T23:05:16Z,Quantum Deep Learning,"Nathan Wiebe, Ashish Kapoor, Krysta M. Svore",http://arxiv.org/pdf/1412.3489v2,No journal ref found,none,quant-ph,Summary6637,1412.3635v1,2014-12-11T12:49:36Z,Simulating a perceptron on a quantum computer,"Maria Schuld, Ilya Sinayskiy, Francesco Petruccione",http://arxiv.org/pdf/1412.3635v1,"Physics Letters A, 379, pp. 660-663 (2015)",none,quant-ph,Summary6638,1412.6181v2,2014-12-18T23:38:54Z,Crypto-Nets: Neural Networks over Encrypted Data,"Pengtao Xie, Misha Bilenko, Tom Finley, Ran Gilad-Bachrach, Kristin Lauter, Michael Naehrig",http://arxiv.org/pdf/1412.6181v2,No journal ref found,none,cs.LG,Summary6639,1412.6502v4,2014-12-19T20:00:38Z,Detecting Epileptic Seizures from EEG Data using Neural Networks,"Siddharth Pramod, Adam Page, Tinoosh Mohsenin, Tim Oates",http://arxiv.org/pdf/1412.6502v4,No journal ref found,none,cs.LG,Summary6640,1412.7193v1,2014-12-22T22:38:06Z,Audio Source Separation Using a Deep Autoencoder,"Giljin Jang, Han-Gyu Kim, Yung-Hwan Oh",http://arxiv.org/pdf/1412.7193v1,No journal ref found,none,cs.SD,Summary6641,1412.7580v3,2014-12-24T01:31:36Z,Fast Convolutional Nets With fbfft: A GPU Performance Evaluation,"Nicolas Vasilache, Jeff Johnson, Michael Mathieu, Soumith Chintala, Serkan Piantino, Yann LeCun",http://arxiv.org/pdf/1412.7580v3,No journal ref found,none,cs.LG,Summary6642,1412.7828v2,2014-12-25T14:27:42Z,Protein Secondary Structure Prediction with Long Short Term Memory Networks,"Søren Kaae Sønderby, Ole Winther",http://arxiv.org/pdf/1412.7828v2,No journal ref found,none,q-bio.QM,Summary6643,1502.06434v1,2014-12-17T06:59:18Z,ANN Model to Predict Stock Prices at Stock Exchange Markets,"B. W. Wanjawa, L. Muchemi",http://arxiv.org/pdf/1502.06434v1,No journal ref found,none,q-fin.ST,Summary6644,1503.05831v1,2015-03-19T16:30:21Z,Neural Network-Based Active Learning in Multivariate Calibration,"A. Ukil, J. Bernasconi",http://arxiv.org/pdf/1503.05831v1,"IEEE Transactions on Systems, Man, Cybernetics-Part C, vol. 42, issue 6, pp. 1763-1771, 2012",none,cs.NE,Summary6645,1503.05849v1,2015-03-19T17:24:16Z,Deep Transform: Time-Domain Audio Error Correction via Probabilistic Re-Synthesis,Andrew J. R. Simpson,http://arxiv.org/pdf/1503.05849v1,No journal ref found,none,cs.SD,Summary6646,1503.06046v1,2015-03-20T12:00:44Z,Deep Transform: Cocktail Party Source Separation via Probabilistic Re-Synthesis,Andrew J. R. Simpson,http://arxiv.org/pdf/1503.06046v1,No journal ref found,none,cs.SD,Summary6647,1503.06962v1,2015-03-24T09:34:51Z,Probabilistic Binary-Mask Cocktail-Party Source Separation in a Convolutional Deep Neural Network,Andrew J. R. Simpson,http://arxiv.org/pdf/1503.06962v1,No journal ref found,none,cs.SD,Summary6648,1504.02945v1,2015-04-12T08:44:56Z,Deep Transform: Cocktail Party Source Separation via Complex Convolution in a Deep Neural Network,Andrew J. R. Simpson,http://arxiv.org/pdf/1504.02945v1,No journal ref found,none,cs.SD,Summary6649,1504.04658v1,2015-04-17T23:07:17Z,Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network,"Andrew J. R. Simpson, Gerard Roma, Mark D. Plumbley",http://arxiv.org/pdf/1504.04658v1,No journal ref found,none,cs.SD,Summary6650,1507.04761v1,2015-07-16T20:24:18Z,Deep Learning and Music Adversaries,"Corey Kereliuk, Bob L. Sturm, Jan Larsen",http://arxiv.org/pdf/1507.04761v1,No journal ref found,none,cs.LG,Summary6651,1508.00230v1,2015-08-02T13:12:50Z,Toward a Robust Sparse Data Representation for Wireless Sensor Networks,"Mohammad Abu Alsheikh, Shaowei Lin, Hwee-Pink Tan, Dusit Niyato",http://arxiv.org/pdf/1508.00230v1,"IEEE 40th Conference on Local Computer Networks (LCN), Clearwater Beach, FL, 2015, pp. 117-124",none,cs.NI,Summary6652,1509.01851v2,2015-09-06T20:25:32Z,Deep Online Convex Optimization by Putting Forecaster to Sleep,David Balduzzi,http://arxiv.org/pdf/1509.01851v2,No journal ref found,none,cs.LG,Summary6653,1509.05936v2,2015-09-19T21:05:18Z,STDP as presynaptic activity times rate of change of postsynaptic activity,"Yoshua Bengio, Thomas Mesnard, Asja Fischer, Saizheng Zhang, Yuhuai Wu",http://arxiv.org/pdf/1509.05936v2,No journal ref found,none,cs.NE,Summary6654,1510.02709v1,2015-10-09T15:45:44Z,Large-scale Artificial Neural Network: MapReduce-based Deep Learning,"Kairan Sun, Xu Wei, Gengtao Jia, Risheng Wang, Ruizhi Li",http://arxiv.org/pdf/1510.02709v1,No journal ref found,none,cs.DC,Summary6655,1510.03826v3,2015-10-13T19:14:43Z,Adopting Robustness and Optimality in Fitting and Learning,"Zhiguang Wang, Tim Oates, James Lo",http://arxiv.org/pdf/1510.03826v3,No journal ref found,none,cs.LG,Summary6656,1510.07146v2,2015-10-24T13:38:13Z,Data-driven detrending of nonstationary fractal time series with echo state networks,"Enrico Maiorino, Filippo Maria Bianchi, Lorenzo Livi, Antonello Rizzi, Alireza Sadeghian",http://arxiv.org/pdf/1510.07146v2,No journal ref found,none,physics.data-an,Summary6657,1511.02554v3,2015-11-09T02:11:00Z,Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics,"Farhad Pouladi, Hojjat Salehinejad, Amir Mohammad Gilani",http://arxiv.org/pdf/1511.02554v3,No journal ref found,none,cs.NE,Summary6658,1511.04664v2,2015-11-15T06:23:40Z,Deep Activity Recognition Models with Triaxial Accelerometers,"Mohammad Abu Alsheikh, Ahmed Selim, Dusit Niyato, Linda Doyle, Shaowei Lin, Hwee-Pink Tan",http://arxiv.org/pdf/1511.04664v2,No journal ref found,none,cs.LG,Summary6659,1511.05520v1,2015-11-17T19:43:53Z,Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks,"Peter Li, Jiyuan Qian, Tian Wang",http://arxiv.org/pdf/1511.05520v1,No journal ref found,none,cs.SD,Summary6660,1511.06343v4,2015-11-19T20:24:09Z,Online Batch Selection for Faster Training of Neural Networks,"Ilya Loshchilov, Frank Hutter",http://arxiv.org/pdf/1511.06343v4,No journal ref found,none,cs.LG,Summary6661,1511.06603v1,2015-11-20T14:08:33Z,Exponential Natural Particle Filter,"Ghazal Zand, Mojtaba Taherkhani, Reza Safabakhsh",http://arxiv.org/pdf/1511.06603v1,No journal ref found,none,cs.LG,Summary6662,1511.06939v4,2015-11-21T23:42:59Z,Session-based Recommendations with Recurrent Neural Networks,"Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, Domonkos Tikk",http://arxiv.org/pdf/1511.06939v4,No journal ref found,none,cs.LG,Summary6663,1511.07035v2,2015-11-22T17:20:23Z,Detecting Road Surface Wetness from Audio: A Deep Learning Approach,"Irman Abdić, Lex Fridman, Erik Marchi, Daniel E Brown, William Angell, Bryan Reimer, Björn Schuller",http://arxiv.org/pdf/1511.07035v2,No journal ref found,none,cs.LG,Summary6664,1512.01274v1,2015-12-03T22:49:21Z,MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems,"Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, Zheng Zhang",http://arxiv.org/pdf/1512.01274v1,No journal ref found,none,cs.DC,Summary6665,1512.02693v1,2015-12-08T23:11:54Z,Reinforcement Control with Hierarchical Backpropagated Adaptive Critics,John W. Jameson,http://arxiv.org/pdf/1512.02693v1,No journal ref found,none,cs.NE,Summary6666,1602.07031v1,2016-02-23T04:32:02Z,Mobile Big Data Analytics Using Deep Learning and Apache Spark,"Mohammad Abu Alsheikh, Dusit Niyato, Shaowei Lin, Hwee-Pink Tan, Zhu Han",http://arxiv.org/pdf/1602.07031v1,"IEEE Network, vol. 30, no. 3, pp. 22-29, June 2016",none,cs.DC,Summary6667,1602.08124v3,2016-02-25T21:31:55Z,"vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design","Minsoo Rhu, Natalia Gimelshein, Jason Clemons, Arslan Zulfiqar, Stephen W. Keckler",http://arxiv.org/pdf/1602.08124v3,No journal ref found,none,cs.DC,Summary6668,1603.03685v2,2016-03-11T16:32:23Z,Determination of the edge of criticality in echo state networks through Fisher information maximization,"Lorenzo Livi, Filippo Maria Bianchi, Cesare Alippi",http://arxiv.org/pdf/1603.03685v2,No journal ref found,none,physics.data-an,Summary6669,1603.05824v1,2016-03-18T10:38:23Z,Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning,"Lars Hertel, Huy Phan, Alfred Mertins",http://arxiv.org/pdf/1603.05824v1,No journal ref found,none,cs.NE,Summary6670,1603.07866v1,2016-03-25T10:27:00Z,The Asymptotic Performance of Linear Echo State Neural Networks,"Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali",http://arxiv.org/pdf/1603.07866v1,No journal ref found,none,cs.LG,Summary6671,1604.00279v2,2016-04-01T15:24:27Z,Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quantum Memory,"Moritz August, Xiaotong Ni",http://arxiv.org/pdf/1604.00279v2,"Phys. Rev. A 95, 012335 (2017)",none,quant-ph,Summary6672,1604.00861v1,2016-04-04T13:54:09Z,Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings,"Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen",http://arxiv.org/pdf/1604.00861v1,No journal ref found,none,cs.SD,Summary6673,1604.00981v2,2016-04-04T18:40:05Z,Revisiting Distributed Synchronous SGD,"Jianmin Chen, Rajat Monga, Samy Bengio, Rafal Jozefowicz",http://arxiv.org/pdf/1604.00981v2,No journal ref found,none,cs.LG,Summary6674,1604.06338v2,2016-04-21T14:51:43Z,Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks,"Huy Phan, Lars Hertel, Marco Maass, Alfred Mertins",http://arxiv.org/pdf/1604.06338v2,No journal ref found,none,cs.NE,Summary6675,1604.08275v1,2016-04-28T00:35:32Z,Crafting Adversarial Input Sequences for Recurrent Neural Networks,"Nicolas Papernot, Patrick McDaniel, Ananthram Swami, Richard Harang",http://arxiv.org/pdf/1604.08275v1,No journal ref found,none,cs.CR,Summary6676,1605.04614v1,2016-05-15T23:19:48Z,"DeepLearningKit - an GPU Optimized Deep Learning Framework for Apples iOS, OS X and tvOS developed in Metal and Swift","Amund Tveit, Torbjørn Morland, Thomas Brox Røst",http://arxiv.org/pdf/1605.04614v1,No journal ref found,none,cs.LG,Summary6677,1605.06894v1,2016-05-23T04:56:04Z,DLAU: A Scalable Deep Learning Accelerator Unit on FPGA,"Chao Wang, Qi Yu, Lei Gong, Xi Li, Yuan Xie, Xuehai Zhou",http://arxiv.org/pdf/1605.06894v1,No journal ref found,none,cs.LG,Summary6678,1606.00575v1,2016-06-02T08:10:10Z,Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks,"Shizhao Sun, Wei Chen, Tie-Yan Liu",http://arxiv.org/pdf/1606.00575v1,No journal ref found,none,cs.DC,Summary6679,1606.01651v2,2016-06-06T08:09:19Z,Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible,"Yoshua Bengio, Benjamin Scellier, Olexa Bilaniuk, Joao Sacramento, Walter Senn",http://arxiv.org/pdf/1606.01651v2,No journal ref found,none,cs.LG,Summary6680,1606.04435v2,2016-06-14T16:01:52Z,Adversarial Perturbations Against Deep Neural Networks for Malware Classification,"Kathrin Grosse, Nicolas Papernot, Praveen Manoharan, Michael Backes, Patrick McDaniel",http://arxiv.org/pdf/1606.04435v2,No journal ref found,none,cs.CR,Summary6681,1606.04750v1,2016-06-15T13:14:05Z,Multi-Modal Hybrid Deep Neural Network for Speech Enhancement,"Zhenzhou Wu, Sunil Sivadas, Yong Kiam Tan, Ma Bin, Rick Siow Mong Goh",http://arxiv.org/pdf/1606.04750v1,No journal ref found,none,cs.LG,Summary6682,1607.02857v1,2016-07-11T08:33:48Z,Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling,"Lars Hertel, Huy Phan, Alfred Mertins",http://arxiv.org/pdf/1607.02857v1,No journal ref found,none,cs.NE,Summary6683,1607.04589v1,2016-07-15T17:29:26Z,Automatic Environmental Sound Recognition: Performance versus Computational Cost,"Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley",http://arxiv.org/pdf/1607.04589v1,"IEEE/ACM Transactions on Audio, Speech and Language Processing 24(11): 2096-2107, Nov 2016",none,cs.SD,Summary6684,1607.04793v2,2016-07-16T19:09:26Z,Learning to Decode Linear Codes Using Deep Learning,"Eliya Nachmani, Yair Beery, David Burshtein",http://arxiv.org/pdf/1607.04793v2,No journal ref found,none,cs.IT,Summary6685,1608.00781v2,2016-08-02T11:57:09Z,Horn: A System for Parallel Training and Regularizing of Large-Scale Neural Networks,Edward J. Yoon,http://arxiv.org/pdf/1608.00781v2,No journal ref found,none,cs.DC,Summary6686,1608.03983v4,2016-08-13T13:46:05Z,SGDR: Stochastic Gradient Descent with Warm Restarts,"Ilya Loshchilov, Frank Hutter",http://arxiv.org/pdf/1608.03983v4,No journal ref found,none,cs.LG,Summary6687,1609.04243v3,2016-09-14T12:52:08Z,Convolutional Recurrent Neural Networks for Music Classification,"Keunwoo Choi, George Fazekas, Mark Sandler, Kyunghyun Cho",http://arxiv.org/pdf/1609.04243v3,No journal ref found,none,cs.NE,Summary6688,1609.05884v1,2016-09-19T19:47:52Z,A Quantum Implementation Model for Artificial Neural Networks,Ammar Daskin,http://arxiv.org/pdf/1609.05884v1,No journal ref found,none,quant-ph,Summary6689,1610.00087v1,2016-10-01T05:15:15Z,Very Deep Convolutional Neural Networks for Raw Waveforms,"Wei Dai, Chia Dai, Shuhui Qu, Juncheng Li, Samarjit Das",http://arxiv.org/pdf/1610.00087v1,No journal ref found,none,cs.SD,Summary6690,1610.03618v1,2016-10-12T07:02:48Z,Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs,"Chao Li, Yi Yang, Min Feng, Srimat Chakradhar, Huiyang Zhou",http://arxiv.org/pdf/1610.03618v1,No journal ref found,none,cs.DC,Summary6691,1610.06283v1,2016-10-20T04:00:27Z,"Deep Neural Networks for Improved, Impromptu Trajectory Tracking of Quadrotors","Qiyang Li, Jingxing Qian, Zining Zhu, Xuchan Bao, Mohamed K. Helwa, Angela P. Schoellig",http://arxiv.org/pdf/1610.06283v1,No journal ref found,none,cs.RO,Summary6692,1611.01639v3,2016-11-05T12:32:16Z,Representing inferential uncertainty in deep neural networks through sampling,"Patrick McClure, Nikolaus Kriegeskorte",http://arxiv.org/pdf/1611.01639v3,No journal ref found,none,cs.LG,Summary6693,1611.01673v3,2016-11-05T16:56:44Z,Generative Multi-Adversarial Networks,"Ishan Durugkar, Ian Gemp, Sridhar Mahadevan",http://arxiv.org/pdf/1611.01673v3,No journal ref found,none,cs.LG,Summary6694,1611.01942v1,2016-11-07T09:10:06Z,DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing,"Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek Abdelzaher",http://arxiv.org/pdf/1611.01942v1,No journal ref found,none,cs.LG,Summary6695,1612.03214v1,2016-12-09T23:17:11Z,Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity,"Thomas Mesnard, Wulfram Gerstner, Johanni Brea",http://arxiv.org/pdf/1612.03214v1,No journal ref found,none,cs.LG,Summary6696,1612.04659v1,2016-12-14T14:26:05Z,Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization,"Wenlong Mou, Zhi Wang, Liwei Wang",http://arxiv.org/pdf/1612.04659v1,No journal ref found,none,cs.NE,Summary6697,1702.06463v1,2017-02-21T16:15:34Z,Predicting non-linear dynamics: a stable local learning scheme for recurrent spiking neural networks,"Aditya Gilra, Wulfram Gerstner",http://arxiv.org/pdf/1702.06463v1,No journal ref found,none,q-bio.NC,Summary6698,1702.07560v1,2017-02-24T12:49:29Z,RNN Decoding of Linear Block Codes,"Eliya Nachmani, Elad Marciano, David Burshtein, Yair Beery",http://arxiv.org/pdf/1702.07560v1,No journal ref found,none,cs.IT,Summary6699,1702.07787v1,2017-02-24T22:27:29Z,Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging,"Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley",http://arxiv.org/pdf/1702.07787v1,No journal ref found,none,cs.SD,Summary6700,1703.01789v1,2017-03-06T09:49:48Z,Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms,"Jongpil Lee, Jiyoung Park, Keunhyoung Luke Kim, Juhan Nam",http://arxiv.org/pdf/1703.01789v1,No journal ref found,none,cs.SD,Summary6701,1703.01793v1,2017-03-06T09:57:25Z,Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging,"Jongpil Lee, Juhan Nam",http://arxiv.org/pdf/1703.01793v1,No journal ref found,none,cs.NE,Summary6702,1302.2569v1,2013-02-11T18:51:03Z,Toric grammars: a new statistical approach to natural language modeling,"Olivier Catoni, Thomas Mainguy",http://arxiv.org/pdf/1302.2569v1,No journal ref found,none,stat.ML,Summary6703,1405.0616v1,2014-05-03T19:02:44Z,Automated Attribution and Intertextual Analysis,"James Brofos, Ajay Kannan, Rui Shu",http://arxiv.org/pdf/1405.0616v1,No journal ref found,none,cs.CL,Summary6704,1409.4617v1,2014-09-16T13:03:51Z,The Role of Emotions in Propagating Brands in Social Networks,"Ronald Hochreiter, Christoph Waldhauser",http://arxiv.org/pdf/1409.4617v1,No journal ref found,none,cs.SI,Summary6705,1402.3405v1,2014-02-14T09:25:59Z,Authorship Analysis based on Data Compression,"Daniele Cerra, Mihai Datcu, Peter Reinartz",http://arxiv.org/pdf/1402.3405v1,No journal ref found,none,cs.CL,Summary6706,1407.7094v1,2014-07-26T04:16:31Z,Crowdsourcing Dialect Characterization through Twitter,"Bruno Gonçalves, David Sánchez",http://arxiv.org/pdf/1407.7094v1,"PLoS One 9, E112074 (2014)",none,physics.soc-ph,Summary6707,1411.1243v1,2014-11-05T11:50:15Z,Using Twitter to predict football outcomes,"Stylianos Kampakis, Andreas Adamides",http://arxiv.org/pdf/1411.1243v1,No journal ref found,none,stat.ML,Summary6708,1503.02120v3,2015-03-07T02:45:06Z,Identifying missing dictionary entries with frequency-conserving context models,"Jake Ryland Williams, Eric M. Clark, James P. Bagrow, Christopher M. Danforth, Peter Sheridan Dodds",http://arxiv.org/pdf/1503.02120v3,No journal ref found,none,cs.CL,Summary6709,1509.08881v1,2015-09-29T18:35:49Z,Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.08881v1,"Procedia Technology, 18, Elsevier, p.126-132, 2014",none,cs.CL,Summary6710,1509.08909v1,2015-09-29T19:57:24Z,Polish -English Statistical Machine Translation of Medical Texts,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.08909v1,No journal ref found,none,cs.CL,Summary6711,1601.02789v1,2016-01-12T10:06:52Z,Comparison and Adaptation of Automatic Evaluation Metrics for Quality Assessment of Re-Speaking,"Krzysztof Wołk, Danijel Koržinek",http://arxiv.org/pdf/1601.02789v1,No journal ref found,none,cs.CL,Summary6712,1602.07291v1,2016-02-23T20:39:40Z,The IBM 2016 Speaker Recognition System,"Seyed Omid Sadjadi, Sriram Ganapathy, Jason W. Pelecanos",http://arxiv.org/pdf/1602.07291v1,No journal ref found,none,cs.SD,Summary6713,1602.07807v2,2016-02-25T05:49:36Z,Data Cleaning for XML Electronic Dictionaries via Statistical Anomaly Detection,"Michael Bloodgood, Benjamin Strauss",http://arxiv.org/pdf/1602.07807v2,"In Proceedings of the 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), pages 79-86, Laguna Hills, CA, USA, February 2016. IEEE",none,cs.DB,Summary6714,1603.07624v1,2016-03-24T15:22:52Z,Semantic Properties of Customer Sentiment in Tweets,"Eun Hee Ko, Diego Klabjan",http://arxiv.org/pdf/1603.07624v1,No journal ref found,none,cs.CL,Summary6715,1603.08048v1,2016-03-25T22:36:40Z,"""Did I Say Something Wrong?"" A Word-Level Analysis of Wikipedia Articles for Deletion Discussions",Michael Ruster,http://arxiv.org/pdf/1603.08048v1,No journal ref found,none,cs.CL,Summary6716,1604.04661v2,2016-04-15T23:40:04Z,Parallelizing Word2Vec in Shared and Distributed Memory,"Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey",http://arxiv.org/pdf/1604.04661v2,No journal ref found,none,cs.DC,Summary6717,1605.01635v1,2016-05-05T15:57:21Z,The IBM Speaker Recognition System: Recent Advances and Error Analysis,"Seyed Omid Sadjadi, Jason Pelecanos, Sriram Ganapathy",http://arxiv.org/pdf/1605.01635v1,No journal ref found,none,cs.CL,Summary6718,1606.00411v1,2016-06-01T19:30:07Z,Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks,"Saurav Ghosh, Prithwish Chakraborty, Elaine O. Nsoesie, Emily Cohn, Sumiko R. Mekaru, John S. Brownstein, Naren Ramakrishnan",http://arxiv.org/pdf/1606.00411v1,No journal ref found,none,cs.SI,Summary6719,1607.02109v1,2016-07-07T18:08:59Z,Predicting and Understanding Law-Making with Machine Learning,John J. Nay,http://arxiv.org/pdf/1607.02109v1,No journal ref found,none,cs.CL,Summary6720,1608.04089v1,2016-08-14T11:36:52Z,Viewpoint and Topic Modeling of Current Events,"Kerry Zhang, Jussi Karlgren, Cheng Zhang, Jens Lagergren",http://arxiv.org/pdf/1608.04089v1,No journal ref found,none,cs.CL,Summary6721,1611.00514v1,2016-11-02T09:24:10Z,The Intelligent Voice 2016 Speaker Recognition System,"Abbas Khosravani, Cornelius Glackin, Nazim Dugan, Gérard Chollet, Nigel Cannings",http://arxiv.org/pdf/1611.00514v1,No journal ref found,none,cs.SD,Summary6722,1611.05010v1,2016-11-15T20:06:40Z,Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm,"Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos",http://arxiv.org/pdf/1611.05010v1,No journal ref found,none,stat.ML,Summary6723,1612.04174v1,2016-12-13T13:55:39Z,Models of retrieval in sentence comprehension: A computational evaluation using Bayesian hierarchical modeling,"Bruno Nicenboim, Shravan Vasishth",http://arxiv.org/pdf/1612.04174v1,No journal ref found,none,cs.CL,Summary6724,1701.03980v1,2017-01-15T01:53:23Z,DyNet: The Dynamic Neural Network Toolkit,"Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin",http://arxiv.org/pdf/1701.03980v1,No journal ref found,none,stat.ML,Summary6725,1702.00564v1,2017-02-02T07:48:58Z,Modelling dependency completion in sentence comprehension as a Bayesian hierarchical mixture process: A case study involving Chinese relative clauses,"Shravan Vasishth, Nicolas Chopin, Robin Ryder, Bruno Nicenboim",http://arxiv.org/pdf/1702.00564v1,No journal ref found,none,stat.AP,Summary6726,1702.07680v1,2017-02-24T17:40:28Z,Consistent Alignment of Word Embedding Models,"Cem Safak Sahin, Rajmonda S. Caceres, Brandon Oselio, William M. Campbell",http://arxiv.org/pdf/1702.07680v1,No journal ref found,none,cs.CL,Summary6727,cs/9812004v1,1998-12-04T12:28:19Z,Name Strategy: Its Existence and Implications,Mark D. Roberts,http://arxiv.org/pdf/cs/9812004v1,Int.J.Computational Cognition Volume 3 Pages 1-14 (2005).,none,cs.CL,Summary6728,cs/0009012v1,2000-09-19T15:43:18Z,Modeling Ambiguity in a Multi-Agent System,Christof Monz,http://arxiv.org/pdf/cs/0009012v1,No journal ref found,none,cs.CL,Summary6729,cs/0011007v1,2000-11-06T13:56:42Z,Tree-gram Parsing: Lexical Dependencies and Structural Relations,Khalil Simaan,http://arxiv.org/pdf/cs/0011007v1,No journal ref found,none,cs.CL,Summary6730,cs/0103002v1,2001-03-02T00:20:01Z,Quantitative Neural Network Model of the Tip-of-the-Tongue Phenomenon Based on Synthesized Memory-Psycholinguistic-Metacognitive Approach,Petro M. Gopych,http://arxiv.org/pdf/cs/0103002v1,No journal ref found,none,cs.CL,Summary6731,cs/0107012v1,2001-07-09T21:00:42Z,Three-Stage Quantitative Neural Network Model of the Tip-of-the-Tongue Phenomenon,Petro M. Gopych,http://arxiv.org/pdf/cs/0107012v1,No journal ref found,none,cs.CL,Summary6732,cs/0204008v1,2002-04-04T18:59:49Z,The tip-of-the-tongue phenomenon: Irrelevant neural network localization or disruption of its interneuron links ?,Petro M. Gopych,http://arxiv.org/pdf/cs/0204008v1,No journal ref found,none,cs.CL,Summary6733,cs/0209008v1,2002-09-04T20:11:14Z,"The partition semantics of questions, syntactically","Chung-chieh Shan, Balder D. ten Cate",http://arxiv.org/pdf/cs/0209008v1,"Proceedings of the 2002 European Summer School in Logic, Language and Information student session, ed. Malvina Nissim",none,cs.CL,Summary6734,cs/0209009v1,2002-09-04T20:46:59Z,Question answering: from partitions to Prolog,"Balder D. ten Cate, Chung-chieh Shan",http://arxiv.org/pdf/cs/0209009v1,"Proceedings of TABLEAUX 2002: Automated Reasoning with Analytic Tableaux and Related Methods, ed. Uwe Egly and Christian G. Fermueller, Lecture Notes in Artificial Intelligence 2381, 251-265; also in Proceedings of NLULP 2002, ed. Shuly Wintner",none,cs.CL,Summary6735,cs/0306039v1,2003-06-10T04:40:45Z,Bayesian Information Extraction Network,"Leonid Peshkin, Avi Pfeffer",http://arxiv.org/pdf/cs/0306039v1,"Intl. Joint Conference on Artificial Intelligence, 2003",none,cs.CL,Summary6736,cs/0408037v1,2004-08-15T08:51:19Z,"Multi-dimensional Type Theory: Rules, Categories, and Combinators for Syntax and Semantics",Jørgen Villadsen,http://arxiv.org/pdf/cs/0408037v1,No journal ref found,none,cs.CL,Summary6737,cs/0408057v1,2004-08-25T19:37:59Z,The role of robust semantic analysis in spoken language dialogue systems,"Afzal Ballim, Vincenzo Pallotta",http://arxiv.org/pdf/cs/0408057v1,"Proceedings of the 3rd International Workshop on Human-Computer Conversation, July 3-5, 2000, Bellagio, Italy",none,cs.CL,Summary6738,cs/0410060v1,2004-10-23T00:20:06Z,Semantic filtering by inference on domain knowledge in spoken dialogue systems,"Afzal Ballim, Vincenzo Pallotta",http://arxiv.org/pdf/cs/0410060v1,"Proceedings of the LREC 2000 Workshop ""From spoken dialogue to full natural interactive dialogue. Theory, empirical analysis and evaluation"", May 29th, 2000 Athen, Greece",none,cs.CL,Summary6739,cs/0504074v1,2005-04-15T20:10:53Z,Metalinguistic Information Extraction for Terminology,Carlos Rodriguez,http://arxiv.org/pdf/cs/0504074v1,No journal ref found,none,cs.CL,Summary6740,cs/0504089v2,2005-04-20T17:40:55Z,Universal Similarity,Paul Vitanyi,http://arxiv.org/pdf/cs/0504089v2,No journal ref found,none,cs.IR,Summary6741,cs/0507056v1,2005-07-21T21:56:34Z,Explorations in engagement for humans and robots,"Candace L. Sidner, Christopher Lee, Cory Kidd, Neal Lesh, Charles Rich",http://arxiv.org/pdf/cs/0507056v1,"Artificial Intelligence, volume 166, issues 1-2, August 2005, pp. 140-164",none,cs.AI,Summary6742,cs/0605121v1,2006-05-25T11:54:35Z,Communication of Social Agents and the Digital City - A Semiotic Perspective,"Victor V. Kryssanov, Masayuki Okabe, Koh Kakusho, Michihiko Minoh",http://arxiv.org/pdf/cs/0605121v1,"Lecture Notes in Computer Science. 2002, Vol. 2362, 56-70",none,cs.AI,Summary6743,0707.3559v1,2007-07-24T14:30:27Z,Practical Approach to Knowledge-based Question Answering with Natural Language Understanding and Advanced Reasoning,Wilson Wong,http://arxiv.org/pdf/0707.3559v1,No journal ref found,none,cs.CL,Summary6744,0711.2270v1,2007-11-14T18:32:09Z,Can a Computer Laugh ?,I. M. Suslov,http://arxiv.org/pdf/0711.2270v1,"Computer Chronicle (Moscow), 1994, issue 1, p.1",none,cs.CL,Summary6745,0711.3197v1,2007-11-20T19:57:23Z,"How to realize ""a sense of humour"" in computers ?",I. M. Suslov,http://arxiv.org/pdf/0711.3197v1,No journal ref found,none,cs.CL,Summary6746,0802.4326v1,2008-02-29T06:16:29Z,The Generation of Textual Entailment with NLML in an Intelligent Dialogue system for Language Learning CSIEC,Jiyou Jia,http://arxiv.org/pdf/0802.4326v1,No journal ref found,none,cs.CL,Summary6747,0809.4530v2,2008-09-26T04:47:19Z,Mining Meaning from Wikipedia,"Olena Medelyan, David Milne, Catherine Legg, Ian H. Witten",http://arxiv.org/pdf/0809.4530v2,No journal ref found,none,cs.AI,Summary6748,0812.3070v1,2008-12-16T14:24:23Z,A Computational Model to Disentangle Semantic Information Embedded in Word Association Norms,"J. Borge, A. Arenas",http://arxiv.org/pdf/0812.3070v1,No journal ref found,none,cs.CL,Summary6749,1009.0108v1,2010-09-01T07:51:07Z,Emotional State Categorization from Speech: Machine vs. Human,"Arslan Shaukat, Ke Chen",http://arxiv.org/pdf/1009.0108v1,No journal ref found,none,cs.CL,Summary6750,1103.2325v1,2011-03-11T17:57:16Z,Self reference in word definitions,"David Levary, Jean-Pierre Eckmann, Elisha Moses, Tsvi Tlusty",http://arxiv.org/pdf/1103.2325v1,No journal ref found,none,cs.CL,Summary6751,1108.3850v1,2011-08-18T20:17:58Z,Solving puzzles described in English by automated translation to answer set programming and learning how to do that translation,"Chitta Baral, Juraj Dzifcak",http://arxiv.org/pdf/1108.3850v1,No journal ref found,none,cs.CL,Summary6752,1108.5017v1,2011-08-25T06:08:16Z,Event in Compositional Dynamic Semantics,"Sai Qian, Maxime Amblard",http://arxiv.org/pdf/1108.5017v1,No journal ref found,none,cs.CL,Summary6753,1108.5027v1,2011-08-25T07:22:09Z,Encoding Phases using Commutativity and Non-commutativity in a Logical Framework,Maxime Amblard,http://arxiv.org/pdf/1108.5027v1,No journal ref found,none,cs.CL,Summary6754,1110.6200v2,2011-10-27T21:37:24Z,TopicViz: Semantic Navigation of Document Collections,"Jacob Eisenstein, Duen Horng ""Polo"" Chau, Aniket Kittur, Eric P. Xing",http://arxiv.org/pdf/1110.6200v2,No journal ref found,none,cs.HC,Summary6755,1201.2073v1,2012-01-10T15:18:38Z,Pbm: A new dataset for blog mining,"Mehwish Aziz, Muhammad Rafi",http://arxiv.org/pdf/1201.2073v1,No journal ref found,none,cs.AI,Summary6756,1206.1069v2,2012-06-05T20:24:34Z,Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought,"Diederik Aerts, Liane Gabora, Sandro Sozzo",http://arxiv.org/pdf/1206.1069v2,"Topics in Cognitive Science, 5, pp. 737-772, 2013",none,cs.AI,Summary6757,1302.3831v2,2013-02-15T18:20:25Z,Quantum Entanglement in Concept Combinations,"Diederik Aerts, Sandro Sozzo",http://arxiv.org/pdf/1302.3831v2,"International Journal of Theoretical Physics, 53, pp. 3587-3603, 2014",none,cs.AI,Summary6758,1002.4665v1,2010-02-25T00:00:47Z,Syntactic Topic Models,"Jordan Boyd-Graber, David M. Blei",http://arxiv.org/pdf/1002.4665v1,No journal ref found,none,cs.CL,Summary6759,1204.4914v1,2012-04-22T17:17:56Z,Quantum Interference in Cognition: Structural Aspects of the Brain,"Diederik Aerts, Sandro Sozzo",http://arxiv.org/pdf/1204.4914v1,"In V. Ovchinnikov and P. Dini (Eds.), IARIA, Proceedings of the Sixth International Conference on Quantum, Nano and Micro Technologies, pp. 33-41, 2012",none,cs.AI,Summary6760,1301.7382v2,2013-01-30T15:04:21Z,Inferring Informational Goals from Free-Text Queries: A Bayesian Approach,"David Heckerman, Eric J. Horvitz",http://arxiv.org/pdf/1301.7382v2,No journal ref found,none,cs.IR,Summary6761,1310.4938v1,2013-10-18T08:10:32Z,A Logic-based Approach for Recognizing Textual Entailment Supported by Ontological Background Knowledge,"Andreas Wotzlaw, Ravi Coote",http://arxiv.org/pdf/1310.4938v1,No journal ref found,none,cs.CL,Summary6762,1401.3482v1,2014-01-15T05:35:49Z,Enhancing QA Systems with Complex Temporal Question Processing Capabilities,"Estela Saquete, Jose Luis Vicedo, Patricio Martínez-Barco, Rafael Muñoz, Hector Llorens",http://arxiv.org/pdf/1401.3482v1,"Journal Of Artificial Intelligence Research, Volume 35, pages 775-811, 2009",none,cs.CL,Summary6763,1401.5327v1,2014-01-21T14:28:01Z,Compositional Operators in Distributional Semantics,Dimitri Kartsaklis,http://arxiv.org/pdf/1401.5327v1,No journal ref found,none,cs.CL,Summary6764,1401.5980v1,2014-01-23T14:20:58Z,Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras,"Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Stephen Pulman, Bob Coecke",http://arxiv.org/pdf/1401.5980v1,No journal ref found,none,cs.CL,Summary6765,1405.0546v2,2014-05-03T01:41:27Z,Kaggle LSHTC4 Winning Solution,"Antti Puurula, Jesse Read, Albert Bifet",http://arxiv.org/pdf/1405.0546v2,No journal ref found,none,cs.AI,Summary6766,1405.2874v2,2014-05-12T18:48:54Z,A Study of Entanglement in a Categorical Framework of Natural Language,"Dimitri Kartsaklis, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1405.2874v2,"EPTCS 172, 2014, pp. 249-261",none,cs.CL,Summary6767,1408.3934v1,2014-08-18T08:47:55Z,On Detecting Messaging Abuse in Short Text Messages using Linguistic and Behavioral patterns,"Alejandro Mosquera, Lamine Aouad, Slawomir Grzonkowski, Dylan Morss",http://arxiv.org/pdf/1408.3934v1,No journal ref found,none,cs.CL,Summary6768,1501.02527v1,2015-01-12T03:10:01Z,Autodetection and Classification of Hidden Cultural City Districts from Yelp Reviews,"Harini Suresh, Nicholas Locascio",http://arxiv.org/pdf/1501.02527v1,No journal ref found,none,cs.CL,Summary6769,1501.05940v1,2015-01-22T22:18:45Z,A New Efficient Method for Calculating Similarity Between Web Services,"T. Rachad, J. Boutahar, S. El ghazi",http://arxiv.org/pdf/1501.05940v1,No journal ref found,none,cs.AI,Summary6770,1505.00863v1,2015-05-05T02:06:23Z,A Feature-based Classification Technique for Answering Multi-choice World History Questions,"Shuangyong Song, Yao Meng, Zhongguang Zheng, Jun Sun",http://arxiv.org/pdf/1505.00863v1,No journal ref found,none,cs.IR,Summary6771,1505.06294v1,2015-05-23T09:08:30Z,A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics,"Dimitri Kartsaklis, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1505.06294v1,No journal ref found,none,cs.CL,Summary6772,1101.0309v1,2010-12-31T23:57:06Z,Concrete Sentence Spaces for Compositional Distributional Models of Meaning,"Edward Grefenstette, Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke, Stephen Pulman",http://arxiv.org/pdf/1101.0309v1,Proceedings of the 9th International Conference on Computational Semantics (2011),none,cs.CL,Summary6773,1203.0504v1,2012-03-02T16:03:41Z,Modelling Social Structures and Hierarchies in Language Evolution,"Martin Bachwerk, Carl Vogel",http://arxiv.org/pdf/1203.0504v1,"Research and Development in Intelligent Systems XXVII, 2011, pp. 49-62",none,cs.CL,Summary6774,1203.0512v1,2012-03-02T16:25:13Z,Establishing linguistic conventions in task-oriented primeval dialogue,"Martin Bachwerk, Carl Vogel",http://arxiv.org/pdf/1203.0512v1,"Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues. Lecture Notes in Computer Science, Volume 6800/2011, 2011, pp. 48-55",none,cs.CL,Summary6775,1210.3312v1,2012-10-11T18:21:01Z,Artex is AnotheR TEXt summarizer,Juan-Manuel Torres-Moreno,http://arxiv.org/pdf/1210.3312v1,No journal ref found,none,cs.IR,Summary6776,1210.3865v1,2012-10-15T00:58:11Z,Opinion Mining for Relating Subjective Expressions and Annual Earnings in US Financial Statements,"Chien-Liang Chen, Chao-Lin Liu, Yuan-Chen Chang, Hsiang-Ping Tsai",http://arxiv.org/pdf/1210.3865v1,No journal ref found,none,cs.CL,Summary6777,1210.7599v2,2012-10-29T09:18:34Z,The automatic creation of concept maps from documents written using morphologically rich languages,"Krunoslav Zubrinic, Damir Kalpic, Mario Milicevic",http://arxiv.org/pdf/1210.7599v2,"Expert Systems with Applications, Volume 39, Issue 16, 2012, Pages 12709-12718",none,cs.IR,Summary6778,1303.2430v2,2013-03-11T05:36:34Z,"Quantum and Concept Combination, Entangled Measurements and Prototype Theory",Diederik Aerts,http://arxiv.org/pdf/1303.2430v2,"Topics in Cognitive Science, 6, pp. 129-137, 2014",none,cs.AI,Summary6779,1402.0574v1,2014-02-04T01:39:12Z,Learning to Predict from Textual Data,"Kira Radinsky, Sagie Davidovich, Shaul Markovitch",http://arxiv.org/pdf/1402.0574v1,"Journal Of Artificial Intelligence Research, Volume 45, pages 641-684, 2012",none,cs.CL,Summary6780,1403.0541v1,2014-03-03T19:45:41Z,"Representing, reasoning and answering questions about biological pathways - various applications",Saadat Anwar,http://arxiv.org/pdf/1403.0541v1,No journal ref found,none,cs.AI,Summary6781,1406.4710v1,2014-06-18T13:32:55Z,Typed Hilbert Epsilon Operators and the Semantics of Determiner Phrases (Invited Lecture),Christian Retoré,http://arxiv.org/pdf/1406.4710v1,No journal ref found,none,cs.CL,Summary6782,1502.04049v1,2015-02-13T16:28:40Z,How essential are unstructured clinical narratives and information fusion to clinical trial recruitment?,"Preethi Raghavan, James L. Chen, Eric Fosler-Lussier, Albert M. Lai",http://arxiv.org/pdf/1502.04049v1,No journal ref found,none,cs.CY,Summary6783,1503.07294v1,2015-03-25T06:42:05Z,Using Latent Semantic Analysis to Identify Quality in Use (QU) Indicators from User Reviews,"Wendy Tan Wei Syn, Bong Chih How, Issa Atoum",http://arxiv.org/pdf/1503.07294v1,No journal ref found,none,cs.CL,Summary6784,1504.02150v1,2015-04-08T22:47:59Z,"Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks","Wei-Jie Huang, Chao-Lin Liu",http://arxiv.org/pdf/1504.02150v1,No journal ref found,none,cs.CL,Summary6785,1504.03425v1,2015-04-14T05:49:26Z,Automated Analysis and Prediction of Job Interview Performance,"Iftekhar Naim, M. Iftekhar Tanveer, Daniel Gildea, Mohammed, Hoque",http://arxiv.org/pdf/1504.03425v1,No journal ref found,none,cs.HC,Summary6786,1504.04802v1,2015-04-19T07:03:17Z,Gradual Classical Logic for Attributed Objects - Extended in Re-Presentation,Ryuta Arisaka,http://arxiv.org/pdf/1504.04802v1,No journal ref found,none,cs.AI,Summary6787,1504.06936v1,2015-04-27T05:56:13Z,Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms,"Alejandro Metke-Jimenez, Sarvnaz Karimi",http://arxiv.org/pdf/1504.06936v1,No journal ref found,none,cs.AI,Summary6788,1506.01273v3,2015-06-03T15:07:14Z,Summarization of Films and Documentaries Based on Subtitles and Scripts,"Marta Aparício, Paulo Figueiredo, Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo",http://arxiv.org/pdf/1506.01273v3,"Pattern Recognition Letters, Volume 73, 1 April 2016, Pages 7-12",none,cs.CL,Summary6789,1506.05012v1,2015-06-16T16:04:08Z,Emotion Analysis of Songs Based on Lyrical and Audio Features,"Adit Jamdar, Jessica Abraham, Karishma Khanna, Rahul Dubey",http://arxiv.org/pdf/1506.05012v1,No journal ref found,none,cs.CL,Summary6790,1506.06418v1,2015-06-21T22:04:39Z,Extreme Extraction: Only One Hour per Relation,"Raphael Hoffmann, Luke Zettlemoyer, Daniel S. Weld",http://arxiv.org/pdf/1506.06418v1,No journal ref found,none,cs.CL,Summary6791,1506.07220v1,2015-06-24T01:43:11Z,Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks,"Yangtuo Peng, Hui Jiang",http://arxiv.org/pdf/1506.07220v1,No journal ref found,none,cs.CE,Summary6792,1507.02020v1,2015-07-08T04:27:48Z,Generating Navigable Semantic Maps from Social Sciences Corpora,"Thierry Poibeau, Pablo Ruiz",http://arxiv.org/pdf/1507.02020v1,No journal ref found,none,cs.CL,Summary6793,1508.01306v2,2015-08-06T07:56:59Z,Replication and Generalization of PRECISE,"Michael Minock, Nils Everling",http://arxiv.org/pdf/1508.01306v2,No journal ref found,none,cs.CL,Summary6794,1508.01447v1,2015-08-06T16:10:21Z,Using Linguistic Analysis to Translate Arabic Natural Language Queries to SPARQL,Iyad AlAgha,http://arxiv.org/pdf/1508.01447v1,No journal ref found,none,cs.CL,Summary6795,1508.03170v1,2015-08-13T10:56:42Z,Generation of Multimedia Artifacts: An Extractive Summarization-based Approach,"Paulo Figueiredo, Marta Aparício, David Martins de Matos, Ricardo Ribeiro",http://arxiv.org/pdf/1508.03170v1,No journal ref found,none,cs.AI,Summary6796,1509.06594v1,2015-09-22T13:33:34Z,A Compositional Explanation of the Pet Fish Phenomenon,"Bob Coecke, Martha Lewis",http://arxiv.org/pdf/1509.06594v1,No journal ref found,none,cs.AI,Summary6797,1509.08639v1,2015-09-29T08:44:14Z,Tuned and GPU-accelerated parallel data mining from comparable corpora,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.08639v1,"Lecture Notes in Artificial Intelligence, p. 32-40, ISBN: 978-3-319-24032-9, Springer, 2015",none,cs.CL,Summary6798,1510.04972v1,2015-10-16T18:35:13Z,Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives,"Weiyi Sun, Anna Rumshisky, Ozlem Uzuner",http://arxiv.org/pdf/1510.04972v1,Journal of the American Medical Informatics Association (2015),none,cs.CL,Summary6799,1511.03012v1,2015-11-10T08:13:49Z,Information retrieval in folktales using natural language processing,"Adrian Groza, Lidia Corde",http://arxiv.org/pdf/1511.03012v1,No journal ref found,none,cs.CL,Summary6800,1511.06052v3,2015-11-19T03:54:15Z,Overcoming Language Variation in Sentiment Analysis with Social Attention,"Yi Yang, Jacob Eisenstein",http://arxiv.org/pdf/1511.06052v3,No journal ref found,none,cs.CL,Summary6801,1511.08855v2,2015-11-28T00:13:09Z,Semantic Folding Theory And its Application in Semantic Fingerprinting,Francisco De Sousa Webber,http://arxiv.org/pdf/1511.08855v2,No journal ref found,none,cs.AI,Summary6802,1512.00112v1,2015-12-01T01:11:46Z,Inferring Interpersonal Relations in Narrative Summaries,"Shashank Srivastava, Snigdha Chaturvedi, Tom Mitchell",http://arxiv.org/pdf/1512.00112v1,No journal ref found,none,cs.CL,Summary6803,1512.04419v1,2015-12-14T17:36:35Z,Sentence Entailment in Compositional Distributional Semantics,"Esma Balkir, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1512.04419v1,No journal ref found,none,cs.CL,Summary6804,1601.02543v1,2016-01-11T18:01:56Z,Evaluating the Performance of a Speech Recognition based System,"Vinod Kumar Pandey, Sunil Kumar Kopparapu",http://arxiv.org/pdf/1601.02543v1,ACC (3) 2011: 230-238,none,cs.CL,Summary6805,1601.05893v1,2016-01-22T07:09:54Z,GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach,"Shawn Brunsting, Hans De Sterck, Remco Dolman, Teun van Sprundel",http://arxiv.org/pdf/1601.05893v1,No journal ref found,none,cs.AI,Summary6806,1601.06732v1,2016-01-25T19:23:44Z,Concept Generation in Language Evolution,"Martha Lewis, Jonathan Lawry",http://arxiv.org/pdf/1601.06732v1,No journal ref found,none,cs.AI,Summary6807,1601.06755v1,2016-01-25T20:24:50Z,The Utility of Hedged Assertions in the Emergence of Shared Categorical Labels,"Martha Lewis, Jonathan Lawry",http://arxiv.org/pdf/1601.06755v1,No journal ref found,none,cs.AI,Summary6808,1601.06763v1,2016-01-25T20:40:55Z,Emerging Dimension Weights in a Conceptual Spaces Model of Concept Combination,"Martha Lewis, Jonathan Lawry",http://arxiv.org/pdf/1601.06763v1,No journal ref found,none,cs.AI,Summary6809,1602.01208v3,2016-02-03T06:56:51Z,Spatial Concept Acquisition for a Mobile Robot that Integrates Self-Localization and Unsupervised Word Discovery from Spoken Sentences,"Akira Taniguchi, Tadahiro Taniguchi, Tetsunari Inamura",http://arxiv.org/pdf/1602.01208v3,No journal ref found,none,cs.AI,Summary6810,1602.01635v1,2016-02-04T11:15:28Z,A Generalised Quantifier Theory of Natural Language in Categorical Compositional Distributional Semantics with Bialgebras,"Jules Hedges, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1602.01635v1,No journal ref found,none,cs.CL,Summary6811,1602.02332v1,2016-02-07T02:49:27Z,Scalable Text Mining with Sparse Generative Models,Antti Puurula,http://arxiv.org/pdf/1602.02332v1,No journal ref found,none,cs.IR,Summary6812,1602.04709v1,2016-02-12T19:56:49Z,Identifying Structures in Social Conversations in NSCLC Patients through the Semi-Automatic extraction of Topical Taxonomies,"Giancarlo Crocetti, Amir A. Delay, Fatemeh Seyedmendhi",http://arxiv.org/pdf/1602.04709v1,"Journal of Engineering Research and Applications, Vol. 6, Issue 1, January 2016, pp.20-26",none,cs.IR,Summary6813,1603.06485v1,2016-03-21T16:34:13Z,A System for Probabilistic Linking of Thesauri and Classification Systems,"Lisa Posch, Philipp Schaer, Arnim Bleier, Markus Strohmaier",http://arxiv.org/pdf/1603.06485v1,"KI - K\""unstliche Intelligenz, 2015",none,cs.AI,Summary6814,1604.04358v1,2016-04-15T05:51:29Z,StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation,"Xiang Li, Lili Mou, Rui Yan, Ming Zhang",http://arxiv.org/pdf/1604.04358v1,No journal ref found,none,cs.CL,Summary6815,1604.06721v1,2016-04-22T15:58:18Z,Exploiting Deep Semantics and Compositionality of Natural Language for Human-Robot-Interaction,"Manfred Eppe, Sean Trott, Jerome Feldman",http://arxiv.org/pdf/1604.06721v1,No journal ref found,none,cs.AI,Summary6816,1605.02442v1,2016-05-09T07:14:52Z,Machine Learning Techniques with Ontology for Subjective Answer Evaluation,"M. Syamala Devi, Himani Mittal",http://arxiv.org/pdf/1605.02442v1,No journal ref found,none,cs.AI,Summary6817,1605.04072v1,2016-05-13T07:31:50Z,Towards Empathetic Human-Robot Interactions,"Pascale Fung, Dario Bertero, Yan Wan, Anik Dey, Ricky Ho Yin Chan, Farhad Bin Siddique, Yang Yang, Chien-Sheng Wu, Ruixi Lin",http://arxiv.org/pdf/1605.04072v1,No journal ref found,none,cs.CL,Summary6818,1605.04122v1,2016-05-13T10:46:22Z,Natural Language Semantics and Computability,"Richard Moot, Christian Retoré",http://arxiv.org/pdf/1605.04122v1,No journal ref found,none,cs.CL,Summary6819,1605.05166v1,2016-05-17T13:47:24Z,Digital Stylometry: Linking Profiles Across Social Networks,"Soroush Vosoughi, Helen Zhou, Deb Roy",http://arxiv.org/pdf/1605.05166v1,No journal ref found,none,cs.SI,Summary6820,1605.05195v1,2016-05-17T14:51:54Z,Enhanced Twitter Sentiment Classification Using Contextual Information,"Soroush Vosoughi, Helen Zhou, Deb Roy",http://arxiv.org/pdf/1605.05195v1,No journal ref found,none,cs.SI,Summary6821,1605.07844v2,2016-05-25T12:04:43Z,Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation,"Javid Dadashkarimi, Mahsa S. Shahshahani, Amirhossein Tebbifakhr, Heshaam Faili, Azadeh Shakery",http://arxiv.org/pdf/1605.07844v2,No journal ref found,none,cs.IR,Summary6822,1605.07895v1,2016-05-25T14:23:21Z,Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey,Nabiha Asghar,http://arxiv.org/pdf/1605.07895v1,No journal ref found,none,cs.AI,Summary6823,1605.09564v1,2016-05-31T10:31:16Z,Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler,"Gregory Grefenstette, Lawrence Muchemi",http://arxiv.org/pdf/1605.09564v1,"GLOBALEX 2016: Lexicographic Resources for Human Language Technology, May 2016, Portoroz, Slovenia. 2016",none,cs.CL,Summary6824,1606.01515v2,2016-06-05T14:26:56Z,Coordination in Categorical Compositional Distributional Semantics,Dimitri Kartsaklis,http://arxiv.org/pdf/1606.01515v2,"EPTCS 221, 2016, pp. 29-38",none,cs.CL,Summary6825,1606.03335v1,2016-06-10T14:12:47Z,WordNet2Vec: Corpora Agnostic Word Vectorization Method,"Roman Bartusiak, Łukasz Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko, Maciej Piasecki",http://arxiv.org/pdf/1606.03335v1,No journal ref found,none,cs.CL,Summary6826,1606.06083v2,2016-06-20T12:26:21Z,Product Classification in E-Commerce using Distributional Semantics,"Vivek Gupta, Harish Karnick, Ashendra Bansal, Pradhuman Jhala",http://arxiv.org/pdf/1606.06083v2,No journal ref found,none,cs.AI,Summary6827,1606.07056v1,2016-06-22T19:55:24Z,Emulating Human Conversations using Convolutional Neural Network-based IR,"Abhay Prakash, Chris Brockett, Puneet Agrawal",http://arxiv.org/pdf/1606.07056v1,No journal ref found,none,cs.AI,Summary6828,1606.07137v1,2016-06-22T23:35:59Z,Automated Extraction of Number of Subjects in Randomised Controlled Trials,Abeed Sarker,http://arxiv.org/pdf/1606.07137v1,No journal ref found,none,cs.AI,Summary6829,1606.07572v1,2016-06-24T06:00:42Z,Detecting New and Arbitrary Relations among Linked Data Entities using Pattern Extraction,"S Subhashree, P Sreenivasa Kumar",http://arxiv.org/pdf/1606.07572v1,No journal ref found,none,cs.DB,Summary6830,1606.07711v4,2016-06-24T14:45:27Z,A Game-Theoretic Approach to Word Sense Disambiguation,"Rocco Tripodi, Marcello Pelillo",http://arxiv.org/pdf/1606.07711v4,No journal ref found,none,cs.AI,Summary6831,1607.01869v1,2016-07-07T03:43:12Z,Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising,"Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens",http://arxiv.org/pdf/1607.01869v1,"39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy",none,cs.IR,Summary6832,1607.02436v1,2016-07-08T16:17:12Z,Document Clustering Games in Static and Dynamic Scenarios,"Rocco Tripodi, Marcello Pelillo",http://arxiv.org/pdf/1607.02436v1,No journal ref found,none,cs.AI,Summary6833,1607.02576v2,2016-07-09T07:11:43Z,Analysis of opinionated text for opinion mining,"K Paramesha, K C Ravishankar",http://arxiv.org/pdf/1607.02576v2,"Machine Learning and Applications: An International Journal (MLAIJ) Vol.3, No.2, June 2016",none,cs.CL,Summary6834,1607.05174v1,2016-07-18T16:44:34Z,Is spoken language all-or-nothing? Implications for future speech-based human-machine interaction,Roger K. Moore,http://arxiv.org/pdf/1607.05174v1,No journal ref found,none,cs.HC,Summary6835,1607.06532v1,2016-07-22T00:20:09Z,Novel Word Embedding and Translation-based Language Modeling for Extractive Speech Summarization,"Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, Hsin-Hsi Chen",http://arxiv.org/pdf/1607.06532v1,No journal ref found,none,cs.CL,Summary6836,1607.06875v2,2016-07-23T01:46:09Z,Processing Natural Language About Ongoing Actions,"Steve Doubleday, Sean Trott, Jerome Feldman",http://arxiv.org/pdf/1607.06875v2,No journal ref found,none,cs.AI,Summary6837,1607.07602v1,2016-07-26T09:19:46Z,OntoCat: Automatically categorizing knowledge in API Documentation,"Niraj Kumar, Premkumar Devanbu",http://arxiv.org/pdf/1607.07602v1,No journal ref found,none,cs.SE,Summary6838,1607.08864v2,2016-07-29T16:26:54Z,The DLVHEX System for Knowledge Representation: Recent Advances (System Description),Christoph Redl,http://arxiv.org/pdf/1607.08864v2,No journal ref found,none,cs.CL,Summary6839,1608.00329v2,2016-08-01T06:00:22Z,Keyphrase Extraction using Sequential Labeling,"Sujatha Das Gollapalli, Xiao-li Li",http://arxiv.org/pdf/1608.00329v2,No journal ref found,none,cs.CL,Summary6840,1608.01018v1,2016-08-02T22:28:45Z,"Proceedings of the 2016 Workshop on Semantic Spaces at the Intersection of NLP, Physics and Cognitive Science","Dimitrios Kartsaklis, Martha Lewis, Laura Rimell",http://arxiv.org/pdf/1608.01018v1,"EPTCS 221, 2016",none,cs.CL,Summary6841,1608.01402v1,2016-08-04T00:36:21Z,Interacting Conceptual Spaces,"Josef Bolt, Bob Coecke, Fabrizio Genovese, Martha Lewis, Daniel Marsden, Robin Piedeleu",http://arxiv.org/pdf/1608.01402v1,"EPTCS 221, 2016, pp. 11-19",none,cs.AI,Summary6842,1608.01404v1,2016-08-04T00:36:57Z,Quantifier Scope in Categorical Compositional Distributional Semantics,Mehrnoosh Sadrzadeh,http://arxiv.org/pdf/1608.01404v1,"EPTCS 221, 2016, pp. 49-57",none,cs.CL,Summary6843,1608.03785v1,2016-08-12T13:13:10Z,Compositional Distributional Cognition,"Yaared Al-Mehairi, Bob Coecke, Martha Lewis",http://arxiv.org/pdf/1608.03785v1,No journal ref found,none,cs.AI,Summary6844,1608.03938v1,2016-08-13T04:02:38Z,Determining Health Utilities through Data Mining of Social Media,"Christopher Thompson, Josh Introne, Clint Young",http://arxiv.org/pdf/1608.03938v1,No journal ref found,none,cs.CL,Summary6845,1608.04868v2,2016-08-17T06:24:46Z,Towards Music Captioning: Generating Music Playlist Descriptions,"Keunwoo Choi, George Fazekas, Brian McFee, Kyunghyun Cho, Mark Sandler",http://arxiv.org/pdf/1608.04868v2,No journal ref found,none,cs.MM,Summary6846,1608.07253v1,2016-08-25T18:57:50Z,Learning Latent Vector Spaces for Product Search,"Christophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas",http://arxiv.org/pdf/1608.07253v1,No journal ref found,none,cs.IR,Summary6847,1608.08176v2,2016-08-29T18:45:00Z,What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering),"Amritanshu Agrawal, Wei Fu, Tim Menzies",http://arxiv.org/pdf/1608.08176v2,No journal ref found,none,cs.SE,Summary6848,1609.00464v2,2016-09-02T04:26:54Z,"The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain","Trey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith",http://arxiv.org/pdf/1609.00464v2,No journal ref found,none,cs.IR,Summary6849,1609.04904v2,2016-09-16T03:45:15Z,Long-Term Trends in the Public Perception of Artificial Intelligence,"Ethan Fast, Eric Horvitz",http://arxiv.org/pdf/1609.04904v2,No journal ref found,none,cs.CL,Summary6850,1609.08843v1,2016-09-28T10:03:05Z,Hierarchical Memory Networks for Answer Selection on Unknown Words,"Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu, Bo Xu",http://arxiv.org/pdf/1609.08843v1,No journal ref found,none,cs.IR,Summary6851,1610.06856v1,2016-10-21T16:53:09Z,Automated Big Text Security Classification,"Khudran Alzhrani, Ethan M. Rudd, Terrance E. Boult, C. Edward Chow",http://arxiv.org/pdf/1610.06856v1,2016 IEEE International Conference on Intelligence and Security Informatics (ISI),none,cs.CR,Summary6852,1610.07365v1,2016-10-24T11:30:22Z,Introduction: Cognitive Issues in Natural Language Processing,"Thierry Poibeau, Shravan Vasishth",http://arxiv.org/pdf/1610.07365v1,"Traitement Automatique des Langues, ATALA, 2014, Traitement Automatique des Langues et Sciences Cognitives, 55 (3), pp.7-19",none,cs.CL,Summary6853,1611.01802v2,2016-11-06T16:08:21Z,Self-Wiring Question Answering Systems,"Ricardo Usbeck, Jonathan Huthmann, Nico Duldhardt, Axel-Cyrille Ngonga Ngomo",http://arxiv.org/pdf/1611.01802v2,No journal ref found,none,cs.AI,Summary6854,1611.03558v1,2016-11-11T01:21:20Z,Neural Networks Models for Entity Discovery and Linking,"Dan Liu, Wei Lin, Shiliang Zhang, Si Wei, Hui Jiang",http://arxiv.org/pdf/1611.03558v1,No journal ref found,none,cs.CL,Summary6855,1611.05379v1,2016-11-16T17:32:10Z,PCT and Beyond: Towards a Computational Framework for `Intelligent Communicative Systems,Prof. Roger K. Moore,http://arxiv.org/pdf/1611.05379v1,No journal ref found,none,cs.AI,Summary6856,1611.06468v1,2016-11-20T04:06:47Z,Generating machine-executable plans from end-users natural-language instructions,"Rui Liu, Xiaoli Zhang",http://arxiv.org/pdf/1611.06468v1,No journal ref found,none,cs.AI,Summary6857,1611.09028v1,2016-11-28T08:56:04Z,Analyzing Features for the Detection of Happy Endings in German Novels,"Fotis Jannidis, Isabella Reger, Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho",http://arxiv.org/pdf/1611.09028v1,No journal ref found,none,cs.IR,Summary6858,1611.09573v1,2016-11-29T11:28:59Z,Learning Concept Hierarchies through Probabilistic Topic Modeling,"V. S. Anoop, S. Asharaf, P. Deepak",http://arxiv.org/pdf/1611.09573v1,"International Journal of Information Processing (IJIP), Volume 10, Issue 3, 2016",none,cs.AI,Summary6859,1612.00347v1,2016-12-01T16:49:04Z,Bootstrapping incremental dialogue systems: using linguistic knowledge to learn from minimal data,"Dimitrios Kalatzis, Arash Eshghi, Oliver Lemon",http://arxiv.org/pdf/1612.00347v1,No journal ref found,none,cs.CL,Summary6860,1612.00944v1,2016-12-03T09:08:51Z,Using Discourse Signals for Robust Instructor Intervention Prediction,"Muthu Kumar Chandrasekaran, Carrie Demmans Epp, Min-Yen Kan, Diane Litman",http://arxiv.org/pdf/1612.00944v1,No journal ref found,none,cs.AI,Summary6861,1612.03494v1,2016-12-11T22:27:37Z,Flu Detector: Estimating influenza-like illness rates from online user-generated content,Vasileios Lampos,http://arxiv.org/pdf/1612.03494v1,No journal ref found,none,cs.AI,Summary6862,1612.05734v1,2016-12-17T11:36:06Z,Web-based Semantic Similarity for Emotion Recognition in Web Objects,"Valentina Franzoni, Giulio Biondi, Alfredo Milani, Yuanxi Li",http://arxiv.org/pdf/1612.05734v1,"In Proc 9th International Conference on Utility and Cloud Computing (UCC 2016). ACM, New York, NY, USA, 327-332",none,cs.CL,Summary6863,1701.02163v1,2017-01-09T13:02:35Z,Just an Update on PMING Distance for Web-based Semantic Similarity in Artificial Intelligence and Data Mining,Valentina Franzoni,http://arxiv.org/pdf/1701.02163v1,No journal ref found,none,cs.AI,Summary6864,1701.05311v1,2017-01-19T06:38:33Z,Semantic Evolutionary Concept Distances for Effective Information Retrieval in Query Expansion,"Valentina Franzoni, Yuanxi Li, Clement H. C. Leung, Alfredo Milani",http://arxiv.org/pdf/1701.05311v1,"Chapter Computational Science and Its Applications, ICCSA 2013, Volume 7974 of the series Lecture Notes in Computer Science, pp 657-672",none,cs.IR,Summary6865,1701.08269v1,2017-01-28T08:32:35Z,Systems of natural-language-facilitated human-robot cooperation: A review,"Rui Liu, Xiaoli Zhang",http://arxiv.org/pdf/1701.08269v1,No journal ref found,none,cs.RO,Summary6866,1701.08756v1,2017-01-30T18:59:04Z,Methodologies for realizing natural-language-facilitated human-robot cooperation: A review,"Rui Liu, Xiaoli Zhang",http://arxiv.org/pdf/1701.08756v1,No journal ref found,none,cs.RO,Summary6867,1702.03859v1,2017-02-13T16:31:06Z,"Offline bilingual word vectors, orthogonal transformations and the inverted softmax","Samuel L. Smith, David H. P. Turban, Steven Hamblin, Nils Y. Hammerla",http://arxiv.org/pdf/1702.03859v1,No journal ref found,none,cs.CL,Summary6868,1703.00099v1,2017-03-01T01:27:32Z,Learning Conversational Systems that Interleave Task and Non-Task Content,"Zhou Yu, Alan W Black, Alexander I. Rudnicky",http://arxiv.org/pdf/1703.00099v1,No journal ref found,none,cs.CL,Summary6869,1703.00948v1,2017-03-02T20:55:20Z,DAWT: Densely Annotated Wikipedia Texts across multiple languages,"Nemanja Spasojevic, Preeti Bhargava, Guoning Hu",http://arxiv.org/pdf/1703.00948v1,No journal ref found,none,cs.IR,Summary6870,1703.01720v1,2017-03-06T04:30:12Z,Sound-Word2Vec: Learning Word Representations Grounded in Sounds,"Ashwin K Vijayakumar, Ramakrishna Vedantam, Devi Parikh",http://arxiv.org/pdf/1703.01720v1,No journal ref found,none,cs.CL,Summary6871,1703.02507v1,2017-03-07T18:19:11Z,Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features,"Matteo Pagliardini, Prakhar Gupta, Martin Jaggi",http://arxiv.org/pdf/1703.02507v1,No journal ref found,none,cs.CL,Summary6872,cs/0010014v1,2000-10-10T17:33:02Z,On a cepstrum-based speech detector robust to white noise,"Sergei Skorik, Frederic Berthommier",http://arxiv.org/pdf/cs/0010014v1,No journal ref found,none,cs.CL,Summary6873,1205.1639v1,2012-05-08T09:25:14Z,Spectral Analysis of Projection Histogram for Enhancing Close matching character Recognition in Malayalam,Sajilal Divakaran,http://arxiv.org/pdf/1205.1639v1,No journal ref found,none,cs.CL,Summary6874,1204.1615v1,2012-04-07T09:28:19Z,Discrimination between Arabic and Latin from bilingual documents,"Sofiene Haboubi, Samia Maddouri, Hamid Amiri",http://arxiv.org/pdf/1204.1615v1,No journal ref found,none,cs.CV,Summary6875,1309.5174v1,2013-09-20T05:07:29Z,Saying What Youre Looking For: Linguistics Meets Video Search,"Andrei Barbu, N. Siddharth, Jeffrey Mark Siskind",http://arxiv.org/pdf/1309.5174v1,No journal ref found,none,cs.CV,Summary6876,1408.6418v1,2014-08-09T05:43:12Z,Video In Sentences Out,"Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang",http://arxiv.org/pdf/1408.6418v1,No journal ref found,none,cs.CV,Summary6877,1501.02530v1,2015-01-12T03:31:33Z,A Dataset for Movie Description,"Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele",http://arxiv.org/pdf/1501.02530v1,No journal ref found,none,cs.CV,Summary6878,1308.3243v1,2013-08-14T20:15:44Z,Arabic Text Recognition in Video Sequences,"M. Ben Halima, H. Karray, A. M. Alimi",http://arxiv.org/pdf/1308.3243v1,No journal ref found,none,cs.MM,Summary6879,1308.6628v2,2013-08-29T23:45:02Z,Joint Video and Text Parsing for Understanding Events and Answering Queries,"Kewei Tu, Meng Meng, Mun Wai Lee, Tae Eun Choe, Song-Chun Zhu",http://arxiv.org/pdf/1308.6628v2,No journal ref found,none,cs.CV,Summary6880,1406.5824v1,2014-06-23T07:56:23Z,VideoSET: Video Summary Evaluation through Text,"Serena Yeung, Alireza Fathi, Li Fei-Fei",http://arxiv.org/pdf/1406.5824v1,No journal ref found,none,cs.CV,Summary6881,1411.5726v2,2014-11-20T23:54:35Z,CIDEr: Consensus-based Image Description Evaluation,"Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh",http://arxiv.org/pdf/1411.5726v2,No journal ref found,none,cs.CV,Summary6882,1502.05957v1,2015-02-20T17:55:58Z,Web Similarity,"Andrew R. Cohen, Paul M. B. Vitanyi",http://arxiv.org/pdf/1502.05957v1,No journal ref found,none,cs.IR,Summary6883,1503.01558v3,2015-03-05T07:07:48Z,"Whats Cookin? Interpreting Cooking Videos using Text, Speech and Vision","Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nick Johnston, Andrew Rabinovich, Kevin Murphy",http://arxiv.org/pdf/1503.01558v3,No journal ref found,none,cs.CL,Summary6884,1508.03868v3,2015-08-16T21:43:59Z,Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology,"Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang",http://arxiv.org/pdf/1508.03868v3,No journal ref found,none,cs.MM,Summary6885,1509.07845v1,2015-09-25T19:27:54Z,Selecting Relevant Web Trained Concepts for Automated Event Retrieval,"Bharat Singh, Xintong Han, Zhe Wu, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1509.07845v1,No journal ref found,none,cs.CV,Summary6886,1511.05526v2,2015-11-17T19:55:34Z,Learning Articulated Motion Models from Visual and Lingual Signals,"Zhengyang Wu, Mohit Bansal, Matthew R. Walter",http://arxiv.org/pdf/1511.05526v2,No journal ref found,none,cs.RO,Summary6887,1511.07607v1,2015-11-24T08:34:20Z,Fine-Grain Annotation of Cricket Videos,"Rahul Anand Sharma, Pramod Sankar K, CV Jawahar",http://arxiv.org/pdf/1511.07607v1,No journal ref found,none,cs.MM,Summary6888,1512.01525v1,2015-12-04T20:00:08Z,Learning the Semantics of Manipulation Action,"Yezhou Yang, Yiannis Aloimonos, Cornelia Fermuller, Eren Erdal Aksoy",http://arxiv.org/pdf/1512.01525v1,The 53rd Annual Meeting of the Association for Computational Linguistics (ACL) 1 (2015) 676-686,none,cs.RO,Summary6889,1512.03460v1,2015-12-10T21:58:46Z,Neural Self Talk: Image Understanding via Continuous Questioning and Answering,"Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos",http://arxiv.org/pdf/1512.03460v1,No journal ref found,none,cs.CV,Summary6890,1604.00790v3,2016-04-04T09:43:04Z,Image Captioning with Deep Bidirectional LSTMs,"Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel",http://arxiv.org/pdf/1604.00790v3,No journal ref found,none,cs.CV,Summary6891,1605.06778v1,2016-05-22T12:14:55Z,openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit,"Maximilian Schmitt, Björn W. Schuller",http://arxiv.org/pdf/1605.06778v1,No journal ref found,none,cs.CV,Summary6892,1605.09211v1,2016-05-30T12:57:44Z,Going Deeper for Multilingual Visual Sentiment Detection,"Brendan Jou, Shih-Fu Chang",http://arxiv.org/pdf/1605.09211v1,No journal ref found,none,cs.MM,Summary6893,1608.02289v1,2016-08-08T00:59:03Z,Detecting Sarcasm in Multimodal Social Platforms,"Rossano Schifanella, Paloma de Juan, Joel Tetreault, Liangliang Cao",http://arxiv.org/pdf/1608.02289v1,No journal ref found,none,cs.CV,Summary6894,1610.02692v1,2016-10-09T16:38:31Z,Open-Ended Visual Question-Answering,"Issey Masuda, Santiago Pascual de la Puente, Xavier Giro-i-Nieto",http://arxiv.org/pdf/1610.02692v1,No journal ref found,none,cs.CL,Summary6895,1701.03126v1,2017-01-11T19:16:42Z,Attention-Based Multimodal Fusion for Video Description,"Chiori Hori, Takaaki Hori, Teng-Yok Lee, Kazuhiro Sumi, John R. Hershey, Tim K. Marks",http://arxiv.org/pdf/1701.03126v1,No journal ref found,none,cs.CV,Summary6896,1703.01725v1,2017-03-06T04:56:19Z,Cats and Captions vs. Creators and the Clock: Comparing Multimodal Content to Context in Predicting Relative Popularity,"Jack Hessel, Lillian Lee, David Mimno",http://arxiv.org/pdf/1703.01725v1,No journal ref found,none,cs.SI,Summary6897,cmp-lg/9712002v2,1997-12-09T15:42:46Z,Machine Learning of User Profiles: Representational Issues,"Eric Bloedorn, Inderjeet Mani, T. Richard MacMillan",http://arxiv.org/pdf/cmp-lg/9712002v2,No journal ref found,none,cmp-lg,Summary6898,cond-mat/0202383v1,2002-02-21T18:25:29Z,Extended Comment on Language Trees and Zipping,Joshua Goodman,http://arxiv.org/pdf/cond-mat/0202383v1,No journal ref found,none,cond-mat.stat-mech,Summary6899,cs/0008019v1,2000-08-22T11:20:14Z,An Experimental Comparison of Naive Bayesian and Keyword-Based Anti-Spam Filtering with Personal E-mail Messages,"Ion Androutsopoulos, John Koutsias, Konstantinos V. Chandrinos, Constantine D. Spyropoulos",http://arxiv.org/pdf/cs/0008019v1,"Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, N.J. Belkin, P. Ingwersen and M.-K. Leong (Eds.), Athens, Greece, July 24-28, 2000, pages 160-167",none,cs.CL,Summary6900,cs/0009009v1,2000-09-18T14:05:13Z,Learning to Filter Spam E-Mail: A Comparison of a Naive Bayesian and a Memory-Based Approach,"Ion Androutsopoulos, Georgios Paliouras, Vangelis Karkaletsis, Georgios Sakkis, Constantine D. Spyropoulos, Panagiotis Stamatopoulos",http://arxiv.org/pdf/cs/0009009v1,"Proceedings of the workshop ""Machine Learning and Textual Information Access"", 4th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2000), H. Zaragoza, P. Gallinari and M. Rajman (Eds.), Lyon, France, September 2000, pp. 1-13",none,cs.CL,Summary6901,cs/0107032v1,2001-07-23T11:06:45Z,Coupled Clustering: a Method for Detecting Structural Correspondence,"Zvika Marx, Ido Dagan, Joachim Buhmann",http://arxiv.org/pdf/cs/0107032v1,"In: C. E. Brodley and A. P. Danyluk (eds.), Proceedings of the 18th International Conference on Machine Learning (ICML 2001), pp. 353-360",none,cs.LG,Summary6902,cs/0212020v1,2002-12-10T15:30:56Z,Learning Algorithms for Keyphrase Extraction,Peter D. Turney,http://arxiv.org/pdf/cs/0212020v1,"Information Retrieval, (2000), 2 (4), 303-336",none,cs.LG,Summary6903,cs/0212032v1,2002-12-11T18:57:42Z,Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews,Peter D. Turney,http://arxiv.org/pdf/cs/0212032v1,"Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, (2002), Philadelphia, Pennsylvania, 417-424",none,cs.LG,Summary6904,cs/0212033v1,2002-12-11T19:17:06Z,Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL,Peter D. Turney,http://arxiv.org/pdf/cs/0212033v1,"Proceedings of the Twelfth European Conference on Machine Learning, (2001), Freiburg, Germany, 491-502",none,cs.LG,Summary6905,cs/0307055v1,2003-07-24T21:09:43Z,Learning Analogies and Semantic Relations,"Peter D. Turney, Michael L. Littman",http://arxiv.org/pdf/cs/0307055v1,No journal ref found,none,cs.LG,Summary6906,cs/0308033v1,2003-08-20T20:42:19Z,Coherent Keyphrase Extraction via Web Mining,Peter D. Turney,http://arxiv.org/pdf/cs/0308033v1,"Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03), (2003), Acapulco, Mexico, 434-439",none,cs.LG,Summary6907,cs/0309034v1,2003-09-19T16:30:55Z,Measuring Praise and Criticism: Inference of Semantic Orientation from Association,"Peter D. Turney, Michael L. Littman",http://arxiv.org/pdf/cs/0309034v1,"ACM Transactions on Information Systems (TOIS), (2003), 21 (4), 315-346",none,cs.CL,Summary6908,cs/0309035v1,2003-09-19T20:13:07Z,Combining Independent Modules to Solve Multiple-choice Synonym and Analogy Problems,"Peter D. Turney, Michael L. Littman, Jeffrey Bigham, Victor Shnayder",http://arxiv.org/pdf/cs/0309035v1,"Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-03), (2003), Borovets, Bulgaria, 482-489",none,cs.CL,Summary6909,cs/0407065v1,2004-07-29T19:46:01Z,Word Sense Disambiguation by Web Mining for Word Co-occurrence Probabilities,Peter D. Turney,http://arxiv.org/pdf/cs/0407065v1,"Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL-3), (2004), Barcelona, Spain, 239-242",none,cs.CL,Summary6910,cs/0412024v1,2004-12-06T21:50:18Z,Human-Level Performance on Word Analogy Questions by Latent Relational Analysis,Peter D. Turney,http://arxiv.org/pdf/cs/0412024v1,No journal ref found,none,cs.CL,Summary6911,cs/0501018v1,2005-01-10T21:03:14Z,Combining Independent Modules in Lexical Multiple-Choice Problems,"Peter D. Turney, Michael L. Littman, Jeffrey Bigham, Victor Shnayder",http://arxiv.org/pdf/cs/0501018v1,"Recent Advances in Natural Language Processing III: Selected Papers from RANLP 2003, Eds: N. Nicolov, K. Botcheva, G. Angelova, and R. Mitkov, (2004), Current Issues in Linguistic Theory (CILT), 260, John Benjamins, 101-110",none,cs.LG,Summary6912,cs/0508053v1,2005-08-10T19:35:57Z,Measuring Semantic Similarity by Latent Relational Analysis,Peter D. Turney,http://arxiv.org/pdf/cs/0508053v1,"Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), (2005), Edinburgh, Scotland, 1136-1141",none,cs.LG,Summary6913,cs/0508103v1,2005-08-23T20:21:56Z,Corpus-based Learning of Analogies and Semantic Relations,"Peter D. Turney, Michael L. Littman",http://arxiv.org/pdf/cs/0508103v1,"Machine Learning, (2005), 60(1-3), 251-278",none,cs.LG,Summary6914,cs/0608100v1,2006-08-25T14:35:11Z,Similarity of Semantic Relations,Peter D. Turney,http://arxiv.org/pdf/cs/0608100v1,"Computational Linguistics, (2006), 32(3), 379-416",none,cs.CL,Summary6915,0711.2023v1,2007-11-13T16:28:47Z,Empirical Evaluation of Four Tensor Decomposition Algorithms,Peter D. Turney,http://arxiv.org/pdf/0711.2023v1,No journal ref found,none,cs.LG,Summary6916,0809.0124v1,2008-08-31T14:00:26Z,"A Uniform Approach to Analogies, Synonyms, Antonyms, and Associations",Peter D. Turney,http://arxiv.org/pdf/0809.0124v1,"Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), August 2008, Manchester, UK, Pages 905-912",none,cs.CL,Summary6917,0907.1814v1,2009-07-10T13:24:55Z,Bayesian Query-Focused Summarization,Hal Daumé III,http://arxiv.org/pdf/0907.1814v1,ACL 2006,none,cs.CL,Summary6918,1003.1141v1,2010-03-04T21:07:18Z,From Frequency to Meaning: Vector Space Models of Semantics,"Peter D. Turney, Patrick Pantel",http://arxiv.org/pdf/1003.1141v1,"Journal of Artificial Intelligence Research, (2010), 37, 141-188",none,cs.CL,Summary6919,1003.1410v2,2010-03-06T18:08:12Z,Local Space-Time Smoothing for Version Controlled Documents,"Seungyeon Kim, Guy Lebanon",http://arxiv.org/pdf/1003.1410v2,"Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010); 2010 Aug 23-27; Beijing, CN",none,cs.GR,Summary6920,1103.4090v2,2011-03-21T17:33:32Z,A Linear Classifier Based on Entity Recognition Tools and a Statistical Approach to Method Extraction in the Protein-Protein Interaction Literature,"Anália Lourenço, Michael Conover, Andrew Wong, Azadeh Nematzadeh, Fengxia Pan, Hagit Shatkay, Luis M. Rocha",http://arxiv.org/pdf/1103.4090v2,No journal ref found,none,q-bio.QM,Summary6921,1206.6423v1,2012-06-27T19:59:59Z,A Joint Model of Language and Perception for Grounded Attribute Learning,"Cynthia Matuszek, Nicholas FitzGerald, Luke Zettlemoyer, Liefeng Bo, Dieter Fox",http://arxiv.org/pdf/1206.6423v1,No journal ref found,none,cs.CL,Summary6922,1206.6481v1,2012-06-27T19:59:59Z,Cross Language Text Classification via Subspace Co-Regularized Multi-View Learning,"Yuhong Guo, Min Xiao",http://arxiv.org/pdf/1206.6481v1,No journal ref found,none,cs.CL,Summary6923,1307.0261v1,2013-07-01T02:49:08Z,WebSets: Extracting Sets of Entities from the Web Using Unsupervised Information Extraction,"Bhavana Dalvi, William W. Cohen, Jamie Callan",http://arxiv.org/pdf/1307.0261v1,No journal ref found,none,cs.LG,Summary6924,1307.7973v1,2013-07-30T13:37:09Z,Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction,"Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier",http://arxiv.org/pdf/1307.7973v1,No journal ref found,none,cs.CL,Summary6925,1309.3949v1,2013-09-16T13:27:04Z,Performance Investigation of Feature Selection Methods,"Anuj sharma, Shubhamoy Dey",http://arxiv.org/pdf/1309.3949v1,No journal ref found,none,cs.IR,Summary6926,1309.5319v1,2013-09-20T16:47:48Z,Recognizing Speech in a Novel Accent: The Motor Theory of Speech Perception Reframed,"Clément Moulin-Frier, M. A. Arbib",http://arxiv.org/pdf/1309.5319v1,"Biological Cybernetics 107, 4 (2013) 421-447",none,cs.CL,Summary6927,1309.6176v1,2013-09-23T13:51:28Z,Feature Learning with Gaussian Restricted Boltzmann Machine for Robust Speech Recognition,"Xin Zheng, Zhiyong Wu, Helen Meng, Weifeng Li, Lianhong Cai",http://arxiv.org/pdf/1309.6176v1,No journal ref found,none,cs.CL,Summary6928,1310.3333v1,2013-10-12T03:48:38Z,Visualizing Bags of Vectors,"Sriramkumar Balasubramanian, Raghuram Reddy Nagireddy",http://arxiv.org/pdf/1310.3333v1,No journal ref found,none,cs.IR,Summary6929,1310.4909v1,2013-10-18T04:18:09Z,Text Classification For Authorship Attribution Analysis,"M. Sudheep Elayidom, Chinchu Jose, Anitta Puthussery, Neenu K Sasi",http://arxiv.org/pdf/1310.4909v1,"Advanced Computing: An International Journal (ACIJ), Vol.4, No.5, September 2013",none,cs.DL,Summary6930,1311.1539v1,2013-11-06T22:06:15Z,Category-Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics,Edward Grefenstette,http://arxiv.org/pdf/1311.1539v1,No journal ref found,none,cs.CL,Summary6931,1312.6962v1,2013-12-25T12:38:17Z,Subjectivity Classification using Machine Learning Techniques for Mining Feature-Opinion Pairs from Web Opinion Sources,Ahmad Kamal,http://arxiv.org/pdf/1312.6962v1,"International Journal of Computer Science Issues (IJCSI), Volume 10 Issue 5, 2013, pp 191-200",none,cs.IR,Summary6932,1401.3322v1,2013-12-24T08:45:07Z,A Subband-Based SVM Front-End for Robust ASR,"Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich, Matthew Ager",http://arxiv.org/pdf/1401.3322v1,No journal ref found,none,cs.CL,Summary6933,1401.3479v1,2014-01-15T05:33:57Z,Complex Question Answering: Unsupervised Learning Approaches and Experiments,"Yllias Chali, Shafiq Rayhan Joty, Sadid A. Hasan",http://arxiv.org/pdf/1401.3479v1,"Journal Of Artificial Intelligence Research, Volume 35, pages 1-47, 2009",none,cs.CL,Summary6934,1401.3488v1,2014-01-15T05:38:17Z,Content Modeling Using Latent Permutations,"Harr Chen, S. R. K. Branavan, Regina Barzilay, David R. Karger",http://arxiv.org/pdf/1401.3488v1,"Journal Of Artificial Intelligence Research, Volume 36, pages 129-163, 2009",none,cs.IR,Summary6935,1401.5389v1,2014-01-16T04:56:03Z,Which Clustering Do You Want? Inducing Your Ideal Clustering with Minimal Feedback,"Sajib Dasgupta, Vincent Ng",http://arxiv.org/pdf/1401.5389v1,"Journal Of Artificial Intelligence Research, Volume 39, pages 581-632, 2010",none,cs.IR,Summary6936,1405.7713v1,2014-01-16T04:51:47Z,Using Local Alignments for Relation Recognition,"Sophia Katrenko, Pieter Adriaans, Maarten van Someren",http://arxiv.org/pdf/1405.7713v1,"Journal Of Artificial Intelligence Research, Volume 38, pages 1-48, 2010",none,cs.CL,Summary6937,1409.2993v1,2014-09-10T08:41:35Z,"""Look Ma, No Hands!"" A Parameter-Free Topic Model","Jian Tang, Ming Zhang, Qiaozhu Mei",http://arxiv.org/pdf/1409.2993v1,No journal ref found,none,cs.LG,Summary6938,1501.06587v1,2015-01-26T21:06:02Z,Measuring academic influence: Not all citations are equal,"Xiaodan Zhu, Peter Turney, Daniel Lemire, André Vellino",http://arxiv.org/pdf/1501.06587v1,"Journal of the Association for Information Science and Technology, 66: 408-427",none,cs.DL,Summary6939,1505.02251v1,2015-05-09T09:39:04Z,Probabilistic Cascading for Large Scale Hierarchical Classification,"Aris Kosmopoulos, Georgios Paliouras, Ion Androutsopoulos",http://arxiv.org/pdf/1505.02251v1,No journal ref found,none,cs.LG,Summary6940,1505.07909v4,2015-05-29T02:46:44Z,Solving Verbal Comprehension Questions in IQ Test by Knowledge-Powered Word Embedding,"Huazheng Wang, Fei Tian, Bin Gao, Jiang Bian, Tie-Yan Liu",http://arxiv.org/pdf/1505.07909v4,No journal ref found,none,cs.CL,Summary6941,1210.3926v2,2012-10-15T07:36:57Z,Learning Attitudes and Attributes from Multi-Aspect Reviews,"Julian McAuley, Jure Leskovec, Dan Jurafsky",http://arxiv.org/pdf/1210.3926v2,No journal ref found,none,cs.CL,Summary6942,1305.6143v2,2013-05-27T08:37:26Z,Fast and accurate sentiment classification using an enhanced Naive Bayes model,"Vivek Narayanan, Ishan Arora, Arjun Bhatia",http://arxiv.org/pdf/1305.6143v2,"Intelligent Data Engineering and Automated Learning IDEAL 2013 Lecture Notes in Computer Science Volume 8206, 2013, pp 194-201",none,cs.CL,Summary6943,1402.3891v1,2014-02-17T05:24:42Z,Performance Evaluation of Machine Learning Classifiers in Sentiment Mining,Vinodhini G Chandrasekaran RM,http://arxiv.org/pdf/1402.3891v1,No journal ref found,none,cs.LG,Summary6944,1402.6238v1,2014-02-25T16:52:05Z,Improving Collaborative Filtering based Recommenders using Topic Modelling,"Jobin Wilson, Santanu Chaudhury, Brejesh Lall, Prateek Kapadia",http://arxiv.org/pdf/1402.6238v1,No journal ref found,none,cs.IR,Summary6945,1403.1252v2,2014-03-06T01:36:53Z,Inducing Language Networks from Continuous Space Word Representations,"Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, Steven Skiena",http://arxiv.org/pdf/1403.1252v2,No journal ref found,none,cs.LG,Summary6946,1403.3460v1,2014-03-13T23:22:21Z,Scalable and Robust Construction of Topical Hierarchies,"Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han",http://arxiv.org/pdf/1403.3460v1,No journal ref found,none,cs.LG,Summary6947,1403.6397v1,2014-03-25T15:44:14Z,Evaluating topic coherence measures,"Frank Rosner, Alexander Hinneburg, Michael Röder, Martin Nettling, Andreas Both",http://arxiv.org/pdf/1403.6397v1,No journal ref found,none,cs.LG,Summary6948,1404.3026v1,2014-04-11T07:55:51Z,On the Ground Validation of Online Diagnosis with Twitter and Medical Records,"Todd Bodnar, Victoria C Barclay, Nilam Ram, Conrad S Tucker, Marcel Salathé",http://arxiv.org/pdf/1404.3026v1,No journal ref found,none,cs.SI,Summary6949,1404.4606v3,2014-04-16T12:59:29Z,How Many Topics? Stability Analysis for Topic Models,"Derek Greene, Derek OCallaghan, Pádraig Cunningham",http://arxiv.org/pdf/1404.4606v3,No journal ref found,none,cs.LG,Summary6950,1406.2963v2,2014-06-11T17:02:14Z,A machine-compiled macroevolutionary history of Phanerozoic life,"Shanan E. Peters, Ce Zhang, Miron Livny, Christopher Ré",http://arxiv.org/pdf/1406.2963v2,No journal ref found,none,cs.DB,Summary6951,1406.6312v2,2014-06-24T17:10:29Z,Scalable Topical Phrase Mining from Text Corpora,"Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare Voss, Jiawei Han",http://arxiv.org/pdf/1406.6312v2,"Proceedings of the VLDB Endowment, Vol. 8(3), pp. 305 - 316, 2014",none,cs.CL,Summary6952,1407.6439v3,2014-07-24T03:34:41Z,Feature Engineering for Knowledge Base Construction,"Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang",http://arxiv.org/pdf/1407.6439v3,No journal ref found,none,cs.DB,Summary6953,1407.6872v1,2014-07-25T12:46:18Z,Interpretable Low-Rank Document Representations with Label-Dependent Sparsity Patterns,Ivan Ivek,http://arxiv.org/pdf/1407.6872v1,No journal ref found,none,cs.CL,Summary6954,1411.3315v1,2014-11-12T20:37:08Z,Statistically Significant Detection of Linguistic Change,"Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1411.3315v1,No journal ref found,none,cs.CL,Summary6955,1412.1866v2,2014-12-05T00:30:09Z,Integer Programming Ensemble of Classifiers for Temporal Relations,"Catherine Kerr, Terri Hoare, Jakub Marecek, Paula Carroll",http://arxiv.org/pdf/1412.1866v2,No journal ref found,none,cs.CL,Summary6956,1412.6645v3,2014-12-20T11:54:41Z,Weakly Supervised Multi-Embeddings Learning of Acoustic Models,"Gabriel Synnaeve, Emmanuel Dupoux",http://arxiv.org/pdf/1412.6645v3,No journal ref found,none,cs.SD,Summary6957,1412.6815v2,2014-12-21T17:38:19Z,Extraction of Salient Sentences from Labelled Documents,"Misha Denil, Alban Demiraj, Nando de Freitas",http://arxiv.org/pdf/1412.6815v2,No journal ref found,none,cs.CL,Summary6958,1502.00731v4,2015-02-03T04:16:24Z,Incremental Knowledge Base Construction Using DeepDive,"Jaeho Shin, Sen Wu, Feiran Wang, Christopher De Sa, Ce Zhang, Christopher Ré",http://arxiv.org/pdf/1502.00731v4,No journal ref found,none,cs.DB,Summary6959,1502.03630v1,2015-02-12T12:32:39Z,Ordering-sensitive and Semantic-aware Topic Modeling,"Min Yang, Tianyi Cui, Wenting Tu",http://arxiv.org/pdf/1502.03630v1,No journal ref found,none,cs.LG,Summary6960,1502.05472v2,2015-02-19T06:04:40Z,On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports,"Diego Marcheggiani, Fabrizio Sebastiani",http://arxiv.org/pdf/1502.05472v2,No journal ref found,none,cs.LG,Summary6961,1502.08030v1,2015-02-27T19:34:42Z,Author Name Disambiguation by Using Deep Neural Network,"Hung Nghiep Tran, Tin Huynh, Tien Do",http://arxiv.org/pdf/1502.08030v1,"LNCS, Vol. 8397 (2014), pp. 123-132",none,cs.DL,Summary6962,1503.08581v1,2015-03-30T08:03:47Z,LSHTC: A Benchmark for Large-Scale Text Classification,"Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artieres, George Paliouras, Eric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Galinari",http://arxiv.org/pdf/1503.08581v1,No journal ref found,none,cs.IR,Summary6963,1506.00468v2,2015-06-01T12:20:21Z,Classifying Tweet Level Judgements of Rumours in Social Media,"Michal Lukasik, Trevor Cohn, Kalina Bontcheva",http://arxiv.org/pdf/1506.00468v2,No journal ref found,none,cs.SI,Summary6964,1506.05514v1,2015-06-17T23:03:43Z,Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture,"Ubai Sandouk, Ke Chen",http://arxiv.org/pdf/1506.05514v1,No journal ref found,none,cs.IR,Summary6965,1506.05865v4,2015-06-19T02:40:42Z,LCSTS: A Large Scale Chinese Short Text Summarization Dataset,"Baotian Hu, Qingcai Chen, Fangze Zhu",http://arxiv.org/pdf/1506.05865v4,No journal ref found,none,cs.CL,Summary6966,1506.06490v1,2015-06-22T07:26:51Z,Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering,"Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Buzhou Tang, Xiaolong Wang",http://arxiv.org/pdf/1506.06490v1,No journal ref found,none,cs.CL,Summary6967,1507.04798v1,2015-07-16T23:11:45Z,Exploratory topic modeling with distributional semantics,Samuel Rönnqvist,http://arxiv.org/pdf/1507.04798v1,No journal ref found,none,cs.IR,Summary6968,1507.06829v1,2015-07-24T13:01:20Z,The Polylingual Labeled Topic Model,"Lisa Posch, Arnim Bleier, Philipp Schaer, Markus Strohmaier",http://arxiv.org/pdf/1507.06829v1,No journal ref found,none,cs.CL,Summary6969,1509.01288v1,2015-09-03T22:11:10Z,Incremental Active Opinion Learning Over a Stream of Opinionated Documents,"Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou",http://arxiv.org/pdf/1509.01288v1,No journal ref found,none,cs.IR,Summary6970,1509.01771v2,2015-09-06T06:09:28Z,Sampled Weighted Min-Hashing for Large-Scale Topic Mining,"Gibran Fuentes-Pineda, Ivan Vladimir Meza-Ruiz",http://arxiv.org/pdf/1509.01771v2,No journal ref found,none,cs.LG,Summary6971,1509.02409v1,2015-09-08T15:20:12Z,Data-selective Transfer Learning for Multi-Domain Speech Recognition,"Mortaza Doulaty, Oscar Saz, Thomas Hain",http://arxiv.org/pdf/1509.02409v1,16th Interspeech.Proc. (2015) 2897-2901,none,cs.LG,Summary6972,1509.02437v1,2015-09-08T16:36:04Z,Improved Twitter Sentiment Prediction through Cluster-then-Predict Model,"Rishabh Soni, K. James Mathai",http://arxiv.org/pdf/1509.02437v1,No journal ref found,none,cs.IR,Summary6973,1510.06549v1,2015-10-22T09:40:54Z,Multi-GPU Distributed Parallel Bayesian Differential Topic Modelling,Aaron Q Li,http://arxiv.org/pdf/1510.06549v1,No journal ref found,none,cs.CL,Summary6974,1510.06786v2,2015-10-22T22:53:10Z,Freshman or Fresher? Quantifying the Geographic Variation of Internet Language,"Vivek Kulkarni, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1510.06786v2,No journal ref found,none,cs.CL,Summary6975,1510.07035v1,2015-10-23T05:26:09Z,Fast Latent Variable Models for Inference and Visualization on Mobile Devices,"Joseph W Robinson, Aaron Q Li",http://arxiv.org/pdf/1510.07035v1,No journal ref found,none,cs.LG,Summary6976,1511.01158v3,2015-11-03T23:18:35Z,Distributed Deep Learning for Question Answering,"Minwei Feng, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1511.01158v3,No journal ref found,none,cs.LG,Summary6977,1511.01556v1,2015-11-04T23:39:46Z,Mining Local Gazetteers of Literary Chinese with CRF and Pattern based Methods for Biographical Information in Chinese History,"Chao-Lin Liu, Chih-Kai Huang, Hongsu Wang, Peter K. Bol",http://arxiv.org/pdf/1511.01556v1,No journal ref found,none,cs.CL,Summary6978,1511.03546v4,2015-11-11T15:58:30Z,Hierarchical Latent Semantic Mapping for Automated Topic Generation,"Guorui Zhou, Guang Chen",http://arxiv.org/pdf/1511.03546v4,No journal ref found,none,cs.LG,Summary6979,1511.08299v1,2015-11-26T06:57:06Z,Hierarchical classification of e-commerce related social media,"Matthew Long, Aditya Jami, Ashutosh Saxena",http://arxiv.org/pdf/1511.08299v1,No journal ref found,none,cs.SI,Summary6980,1511.09128v1,2015-11-30T01:46:15Z,Aspect-based Opinion Summarization with Convolutional Neural Networks,"Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu",http://arxiv.org/pdf/1511.09128v1,No journal ref found,none,cs.CL,Summary6981,1512.02009v1,2015-12-07T12:16:58Z,Jointly Modeling Topics and Intents with Global Order Structure,"Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang",http://arxiv.org/pdf/1512.02009v1,No journal ref found,none,cs.CL,Summary6982,1601.01356v3,2016-01-07T00:09:37Z,From Word Embeddings to Item Recommendation,Makbule Gulcin Ozsoy,http://arxiv.org/pdf/1601.01356v3,No journal ref found,none,cs.LG,Summary6983,1601.02828v2,2016-01-12T12:33:56Z,Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation,"Pawel Swietojanski, Jinyu Li, Steve Renals",http://arxiv.org/pdf/1601.02828v2,No journal ref found,none,cs.CL,Summary6984,1602.03001v2,2016-02-09T14:36:49Z,A Convolutional Attention Network for Extreme Summarization of Source Code,"Miltiadis Allamanis, Hao Peng, Charles Sutton",http://arxiv.org/pdf/1602.03001v2,No journal ref found,none,cs.LG,Summary6985,1602.06967v1,2016-02-22T21:22:49Z,Blind score normalization method for PLDA based speaker recognition,"Danila Doroshin, Nikolay Lubimov, Marina Nastasenko, Mikhail Kotov",http://arxiv.org/pdf/1602.06967v1,No journal ref found,none,cs.CL,Summary6986,1602.08128v1,2016-02-25T21:48:56Z,PCA Method for Automated Detection of Mispronounced Words,"Zhenhao Ge, Sudhendu R. Sharma, Mark J. T. Smith",http://arxiv.org/pdf/1602.08128v1,No journal ref found,none,cs.SD,Summary6987,1603.03185v2,2016-03-10T08:51:51Z,Personalized Speech recognition on mobile devices,"Ian McGraw, Rohit Prabhavalkar, Raziel Alvarez, Montse Gonzalez Arenas, Kanishka Rao, David Rybach, Ouais Alsharif, Hasim Sak, Alexander Gruenstein, Francoise Beaufays, Carolina Parada",http://arxiv.org/pdf/1603.03185v2,No journal ref found,none,cs.CL,Summary6988,1603.06679v3,2016-03-22T05:59:00Z,Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis,"Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao",http://arxiv.org/pdf/1603.06679v3,No journal ref found,none,cs.CL,Summary6989,1604.00119v3,2016-04-01T03:32:03Z,Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums,Krish Perumal,http://arxiv.org/pdf/1604.00119v3,No journal ref found,none,cs.CL,Summary6990,1604.02038v2,2016-04-07T15:29:45Z,Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves,"Fei Tian, Bin Gao, Di He, Tie-Yan Liu",http://arxiv.org/pdf/1604.02038v2,No journal ref found,none,cs.LG,Summary6991,1605.05362v1,2016-05-17T20:52:33Z,Yelp Dataset Challenge: Review Rating Prediction,Nabiha Asghar,http://arxiv.org/pdf/1605.05362v1,No journal ref found,none,cs.CL,Summary6992,1606.00253v1,2016-06-01T12:34:50Z,On a Topic Model for Sentences,"Georgios Balikas, Massih-Reza Amini, Marianne Clausel",http://arxiv.org/pdf/1606.00253v1,No journal ref found,none,cs.CL,Summary6993,1606.00577v2,2016-06-02T08:15:15Z,Source-LDA: Enhancing probabilistic topic models using prior knowledge sources,"Justin Wood, Patrick Tan, Ariyam Das, Wei Wang, Corey Arnold",http://arxiv.org/pdf/1606.00577v2,No journal ref found,none,cs.CL,Summary6994,1606.03783v1,2016-06-12T23:50:19Z,Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression,"Pedro Chahuara, Thomas Lampert, Pierre Gancarski",http://arxiv.org/pdf/1606.03783v1,No journal ref found,none,cs.IR,Summary6995,1606.04351v1,2016-06-14T13:36:00Z,TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification,"Georgios Balikas, Massih-Reza Amini",http://arxiv.org/pdf/1606.04351v1,No journal ref found,none,cs.CL,Summary6996,1606.05007v1,2016-06-15T23:45:33Z,Automatic Pronunciation Generation by Utilizing a Semi-supervised Deep Neural Networks,"Naoya Takahashi, Tofigh Naghibi, Beat Pfister",http://arxiv.org/pdf/1606.05007v1,No journal ref found,none,cs.CL,Summary6997,1606.06424v1,2016-06-21T04:56:33Z,A Novel Framework to Expedite Systematic Reviews by Automatically Building Information Extraction Training Corpora,"Tanmay Basu, Shraman Kumar, Abhishek Kalyan, Priyanka Jayaswal, Pawan Goyal, Stephen Pettifer, Siddhartha R. Jonnalagadda",http://arxiv.org/pdf/1606.06424v1,No journal ref found,none,cs.IR,Summary6998,1606.06864v2,2016-06-22T09:29:40Z,A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition,"Stefan Braun, Daniel Neil, Shih-Chii Liu",http://arxiv.org/pdf/1606.06864v2,No journal ref found,none,cs.CL,Summary6999,1607.00325v2,2016-07-01T17:34:16Z,Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation,"Dong Yu, Morten Kolbæk, Zheng-Hua Tan, Jesper Jensen",http://arxiv.org/pdf/1607.00325v2,No journal ref found,none,cs.CL,Summary7000,1607.01274v1,2016-07-04T01:16:55Z,Temporal Topic Analysis with Endogenous and Exogenous Processes,"Baiyang Wang, Diego Klabjan",http://arxiv.org/pdf/1607.01274v1,No journal ref found,none,cs.CL,Summary7001,1607.01958v1,2016-07-07T10:48:34Z,Stock trend prediction using news sentiment analysis,"Joshi Kalyani, Prof. H. N. Bharathi, Prof. Rao Jyothi",http://arxiv.org/pdf/1607.01958v1,No journal ref found,none,cs.CL,Summary7002,1608.00104v1,2016-07-30T11:53:04Z,World Knowledge as Indirect Supervision for Document Clustering,"Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han",http://arxiv.org/pdf/1608.00104v1,No journal ref found,none,cs.LG,Summary7003,1608.02893v2,2016-08-08T01:30:45Z,Syntactically Informed Text Compression with Recurrent Neural Networks,David Cox,http://arxiv.org/pdf/1608.02893v2,No journal ref found,none,cs.LG,Summary7004,1608.03902v1,2016-08-12T20:19:16Z,Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks,"Dat Tien Nguyen, Kamela Ali Al Mannai, Shafiq Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra",http://arxiv.org/pdf/1608.03902v1,No journal ref found,none,cs.CL,Summary7005,1608.08940v1,2016-08-31T17:01:09Z,"Hash2Vec, Feature Hashing for Word Embeddings","Luis Argerich, Joaquín Torré Zaffaroni, Matías J Cano",http://arxiv.org/pdf/1608.08940v1,No journal ref found,none,cs.CL,Summary7006,1609.02082v1,2016-08-04T10:11:24Z,An improved uncertainty decoding scheme with weighted samples for DNN-HMM hybrid systems,"Christian Huemmer, Ramón Fernández Astudillo, Walter Kellermann",http://arxiv.org/pdf/1609.02082v1,No journal ref found,none,cs.LG,Summary7007,1609.03207v1,2016-09-11T19:59:18Z,Multiplex lexical networks reveal patterns in early word acquisition in children,"Massimo Stella, Nicole M. Beckage, Markus Brede",http://arxiv.org/pdf/1609.03207v1,No journal ref found,none,physics.soc-ph,Summary7008,1609.06578v1,2016-09-21T14:25:23Z,Twitter Opinion Topic Model: Extracting Product Opinions from Tweets by Leveraging Hashtags and Sentiment Lexicon,"Kar Wai Lim, Wray Buntine",http://arxiv.org/pdf/1609.06578v1,"Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM), pp. 1319-1328. ACM. 2014",none,cs.CL,Summary7009,1609.08496v1,2016-09-27T15:26:07Z,Topic Modeling over Short Texts by Incorporating Word Embeddings,"Jipeng Qiang, Ping Chen, Tong Wang, Xindong Wu",http://arxiv.org/pdf/1609.08496v1,No journal ref found,none,cs.CL,Summary7010,1609.09188v1,2016-09-29T03:22:01Z,Topic Browsing for Research Papers with Hierarchical Latent Tree Analysis,"Leonard K. M. Poon, Nevin L. Zhang",http://arxiv.org/pdf/1609.09188v1,No journal ref found,none,cs.CL,Summary7011,1610.00552v1,2016-09-30T10:44:32Z,FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks,"Minjae Lee, Kyuyeon Hwang, Jinhwan Park, Sungwook Choi, Sungho Shin, Wonyong Sung",http://arxiv.org/pdf/1610.00552v1,No journal ref found,none,cs.CL,Summary7012,1610.01030v2,2016-10-04T14:53:51Z,Applications of Online Deep Learning for Crisis Response Using Social Media Information,"Dat Tien Nguyen, Shafiq Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra",http://arxiv.org/pdf/1610.01030v2,No journal ref found,none,cs.CL,Summary7013,1610.01546v1,2016-09-22T05:46:49Z,Conversational Recommendation System with Unsupervised Learning,"Yueming Sun, Yi Zhang, Yunfei Chen, Roger Jin",http://arxiv.org/pdf/1610.01546v1,No journal ref found,none,cs.CL,Summary7014,1610.02906v3,2016-10-10T13:27:01Z,A General Framework for Content-enhanced Network Representation Learning,"Xiaofei Sun, Jiang Guo, Xiao Ding, Ting Liu",http://arxiv.org/pdf/1610.02906v3,No journal ref found,none,cs.SI,Summary7015,1610.03106v1,2016-10-10T21:52:47Z,Supervised Term Weighting Metrics for Sentiment Analysis in Short Text,"Hussam Hamdan, Patrice Bellot, Frederic Bechet",http://arxiv.org/pdf/1610.03106v1,No journal ref found,none,cs.CL,Summary7016,1610.03914v1,2016-10-13T02:20:45Z,Mapping Between Natural Movie fMRI Responses and Word-Sequence Representations,"Kiran Vodrahalli, Po-Hsuan Chen, Yingyu Liang, Janice Chen, Esther Yong, Christopher Honey, Peter Ramadge, Ken Norman, Sanjeev Arora",http://arxiv.org/pdf/1610.03914v1,No journal ref found,none,q-bio.NC,Summary7017,1611.00138v1,2016-11-01T06:05:49Z,MusicMood: Predicting the mood of music from song lyrics using machine learning,Sebastian Raschka,http://arxiv.org/pdf/1611.00138v1,No journal ref found,none,cs.LG,Summary7018,1611.00356v1,2016-11-01T19:59:48Z,Using Artificial Intelligence to Identify State Secrets,"Renato Rocha Souza, Flavio Codeco Coelho, Rohan Shah, Matthew Connelly",http://arxiv.org/pdf/1611.00356v1,No journal ref found,none,cs.CY,Summary7019,1611.00384v1,2016-11-01T20:48:34Z,The Deep Journey from Content to Collaborative Filtering,"Oren Barkan, Noam Koenigstein, Eylon Yogev",http://arxiv.org/pdf/1611.00384v1,No journal ref found,none,cs.IR,Summary7020,1611.01259v1,2016-11-04T03:45:03Z,Generalized Topic Modeling,"Avrim Blum, Nika Haghtalab",http://arxiv.org/pdf/1611.01259v1,No journal ref found,none,cs.LG,Summary7021,1611.06986v1,2016-11-21T20:08:51Z,Robust end-to-end deep audiovisual speech recognition,"Ramon Sanabria, Florian Metze, Fernando De La Torre",http://arxiv.org/pdf/1611.06986v1,No journal ref found,none,cs.CL,Summary7022,1611.09921v2,2016-11-29T22:24:30Z,Less is More: Learning Prominent and Diverse Topics for Data Summarization,"Jian Tang, Cheng Li, Ming Zhang, Qiaozhu Mei",http://arxiv.org/pdf/1611.09921v2,No journal ref found,none,cs.LG,Summary7023,1612.04118v2,2016-12-13T12:12:20Z,Information Extraction with Character-level Neural Networks and Free Noisy Supervision,"Philipp Meerkamp, Zhengyi Zhou",http://arxiv.org/pdf/1612.04118v2,No journal ref found,none,cs.CL,Summary7024,1612.04744v1,2016-12-14T17:40:02Z,Incorporating Language Level Information into Acoustic Models,"Peidong Wang, Deliang Wang",http://arxiv.org/pdf/1612.04744v1,No journal ref found,none,cs.CL,Summary7025,1701.03227v1,2017-01-12T04:26:00Z,Promoting Domain-Specific Terms in Topic Models with Informative Priors,"Angela Fan, Finale Doshi-Velez, Luke Miratrix",http://arxiv.org/pdf/1701.03227v1,No journal ref found,none,cs.CL,Summary7026,1703.02504v1,2017-03-07T18:15:57Z,Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification,"Jan Deriu, Aurelien Lucchi, Valeria De Luca, Aliaksei Severyn, Simon Müller, Mark Cieliebak, Thomas Hofmann, Martin Jaggi",http://arxiv.org/pdf/1703.02504v1,No journal ref found,none,cs.CL,Summary7027,0911.5242v2,2009-11-27T11:28:04Z,The ILIUM forward modelling algorithm for multivariate parameter estimation and its application to derive stellar parameters from Gaia spectrophotometry,C. A. L. Bailer-Jones,http://arxiv.org/pdf/0911.5242v2,No journal ref found,none,astro-ph.IM,Summary7028,1301.4194v1,2013-01-17T19:26:02Z,"Financial Portfolio Optimization: Computationally guided agents to investigate, analyse and invest!?",Ankit Dangi,http://arxiv.org/pdf/1301.4194v1,No journal ref found,none,q-fin.PM,Summary7029,1511.03570v1,2015-11-10T00:44:59Z,Dimension of Marginals of Kronecker Product Models,"Guido Montufar, Jason Morton",http://arxiv.org/pdf/1511.03570v1,No journal ref found,none,stat.ML,Summary7030,1512.01834v2,2015-12-06T21:00:02Z,Linear Readout of Object Manifolds,"SueYeon Chung, Daniel D. Lee, Haim Sompolinsky",http://arxiv.org/pdf/1512.01834v2,"Phys. Rev. E 93, 060301 (R) (2016)",none,cond-mat.dis-nn,Summary7031,cs/0303017v1,2003-03-19T23:17:16Z,A Neural Network Assembly Memory Model with Maximum-Likelihood Recall and Recognition Properties,Petro M. Gopych,http://arxiv.org/pdf/cs/0303017v1,No journal ref found,none,cs.AI,Summary7032,cs/0309036v1,2003-09-21T17:11:11Z,A Neural Network Assembly Memory Model Based on an Optimal Binary Signal Detection Theory,Petro M. Gopych,http://arxiv.org/pdf/cs/0309036v1,"Problemy Programmirovaniya (Programming Problems, Kyiv, Ukraine), 2004, no. 2-3, pp. 473-479.",none,cs.AI,Summary7033,0712.4126v1,2007-12-25T03:14:32Z,TRUST-TECH based Methods for Optimization and Learning,Chandan K. Reddy,http://arxiv.org/pdf/0712.4126v1,"Chandan K. Reddy, TRUST-TECH based Methods for Optimization and Learning, PHD Thesis, Cornell University, February 2007",none,cs.AI,Summary7034,1102.1691v2,2011-02-08T19:13:53Z,Schema Redescription in Cellular Automata: Revisiting Emergence in Complex Systems,"Manuel Marques-Pita, Luis M. Rocha",http://arxiv.org/pdf/1102.1691v2,"The 2011 IEEE Symposium on Artificial Life, at the IEEE Symposium Series on Computational Intelligence 2011. April 11 - 15, 201, Paris, France, pp: 233-240",none,nlin.CG,Summary7035,1311.2531v1,2013-11-11T18:58:46Z,Motility at the origin of life: Its characterization and a model,"Tom Froese, Nathaniel Virgo, Takashi Ikegami",http://arxiv.org/pdf/1311.2531v1,No journal ref found,none,cs.AI,Summary7036,1609.06374v2,2016-09-20T22:29:02Z,A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service - Taking Listeners Brainwaves to Extremes,"Fotis Kalaganis, Dimitrios A. Adamos, Nikos Laskaris",http://arxiv.org/pdf/1609.06374v2,"Artificial Intelligence Applications and Innovations, Volume 475 of the series IFIP Advances in Information and Communication Technology pp 429-440, 2016",none,cs.AI,Summary7037,0905.2459v2,2009-05-15T02:52:28Z,On Design and Implementation of the Distributed Modular Audio Recognition Framework: Requirements and Specification Design Document,Serguei A. Mokhov,http://arxiv.org/pdf/0905.2459v2,No journal ref found,none,cs.CV,Summary7038,math/0609461v1,2006-09-16T07:00:36Z,Cross-Entropy method: convergence issues for extended implementation,Frederic Dambreville,http://arxiv.org/pdf/math/0609461v1,No journal ref found,none,math.OC,Summary7039,1111.7219v1,2011-11-30T15:50:58Z,Optoelectronic Reservoir Computing,"Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar",http://arxiv.org/pdf/1111.7219v1,"Scientific Reports 2, Article number: 287, (2012)",none,cs.ET,Summary7040,1303.0818v5,2013-03-04T20:41:09Z,Riemannian metrics for neural networks I: feedforward networks,Yann Ollivier,http://arxiv.org/pdf/1303.0818v5,No journal ref found,none,cs.NE,Summary7041,1406.3149v1,2014-06-12T08:40:04Z,A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP,"Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana",http://arxiv.org/pdf/1406.3149v1,"International conference on Artificial Intelligence and Soft Computing (ICAISC 2014), Vol I, 22-33 (2014)",none,cs.NE,Summary7042,1508.03606v2,2015-08-14T18:56:00Z,Hierarchical Models as Marginals of Hierarchical Models,"Guido Montufar, Johannes Rauh",http://arxiv.org/pdf/1508.03606v2,No journal ref found,none,math.PR,Summary7043,1612.01717v2,2016-12-06T09:17:14Z,Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses,Haiping Huang,http://arxiv.org/pdf/1612.01717v2,No journal ref found,none,cs.LG,Summary7044,0905.1424v2,2009-05-09T18:35:50Z,Concept Stability for Constructing Taxonomies of Web-site Users,"Sergei O. Kuznetsov, Dmitry I. Ignatov",http://arxiv.org/pdf/0905.1424v2,No journal ref found,none,cs.CY,Summary7045,0906.4982v1,2009-06-26T17:26:05Z,Concept-based Recommendations for Internet Advertisement,"Dmitry I. Ignatov, Sergei O. Kuznetsov",http://arxiv.org/pdf/0906.4982v1,No journal ref found,none,cs.AI,Summary7046,1006.1030v1,2010-06-05T08:27:29Z,Rasch-based high-dimensionality data reduction and class prediction with applications to microarray gene expression data,"Andrej Kastrin, Borut Peterlin",http://arxiv.org/pdf/1006.1030v1,No journal ref found,none,cs.AI,Summary7047,1007.3884v2,2010-07-22T13:38:17Z,New Results for the MAP Problem in Bayesian Networks,Cassio P. de Campos,http://arxiv.org/pdf/1007.3884v2,No journal ref found,none,cs.AI,Summary7048,1008.2028v1,2010-08-12T00:41:23Z,Discovering shared and individual latent structure in multiple time series,"Suchi Saria, Daphne Koller, Anna Penn",http://arxiv.org/pdf/1008.2028v1,No journal ref found,none,stat.ML,Summary7049,1008.2277v1,2010-08-13T10:03:48Z,Faithfulness in Chain Graphs: The Gaussian Case,Jose M. Peña,http://arxiv.org/pdf/1008.2277v1,"Proceedings of the 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), 588-599",none,stat.ML,Summary7050,1008.2514v1,2010-08-15T12:26:24Z,Epistemic irrelevance in credal nets: the case of imprecise Markov trees,"Gert de Cooman, Filip Hermans, Alessandro Antonucci, Marco Zaffalon",http://arxiv.org/pdf/1008.2514v1,No journal ref found,none,cs.AI,Summary7051,1008.2743v1,2010-08-16T19:26:17Z,PMOG: The projected mixture of Gaussians model with application to blind source separation,Gautam V. Pendse,http://arxiv.org/pdf/1008.2743v1,No journal ref found,none,stat.ML,Summary7052,1010.4504v3,2010-10-21T15:46:17Z,Reading Dependencies from Covariance Graphs,Jose M. Peña,http://arxiv.org/pdf/1010.4504v3,No journal ref found,none,stat.ML,Summary7053,1011.6293v2,2010-11-29T17:06:41Z,Nonparametric Bayesian sparse factor models with application to gene expression modeling,"David Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1011.6293v2,"Annals of Applied Statistics 2011, Vol. 5, No. 2B, 1534-1552",none,stat.AP,Summary7054,1102.5549v4,2011-02-27T21:16:56Z,Instant Replay: Investigating statistical Analysis in Sports,Gagan Sidhu,http://arxiv.org/pdf/1102.5549v4,No journal ref found,none,stat.AP,Summary7055,1105.0728v2,2011-05-04T03:02:19Z,Structured Sparsity via Alternating Direction Methods,"Zhiwei Qin, Donald Goldfarb",http://arxiv.org/pdf/1105.0728v2,Journal of Machine Learning Research 13 (2012) 1435-1468,none,math.OC,Summary7056,1106.6024v1,2011-06-29T18:53:46Z,The Rate of Convergence of AdaBoost,"Indraneel Mukherjee, Cynthia Rudin, Robert E. Schapire",http://arxiv.org/pdf/1106.6024v1,No journal ref found,none,math.OC,Summary7057,1106.6251v2,2011-06-30T14:48:54Z,Kernels for Vector-Valued Functions: a Review,"Mauricio A. Alvarez, Lorenzo Rosasco, Neil D. Lawrence",http://arxiv.org/pdf/1106.6251v2,No journal ref found,none,stat.ML,Summary7058,1112.0698v4,2011-12-03T22:32:04Z,Machine Learning with Operational Costs,"Theja Tulabandhula, Cynthia Rudin",http://arxiv.org/pdf/1112.0698v4,No journal ref found,none,stat.ML,Summary7059,1202.0515v3,2012-02-02T19:06:02Z,High-Dimensional Feature Selection by Feature-Wise Non-Linear Lasso,"Makoto Yamada, Wittawat Jitkrittum, Leonid Sigal, Eric P. Xing, Masashi Sugiyama",http://arxiv.org/pdf/1202.0515v3,No journal ref found,none,stat.ML,Summary7060,1205.3997v1,2012-05-17T18:06:45Z,Free Energy and the Generalized Optimality Equations for Sequential Decision Making,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/1205.3997v1,European Workshop on Reinforcement Learning 2012,none,stat.ML,Summary7061,1206.0111v1,2012-06-01T07:36:54Z,OpenGM: A C++ Library for Discrete Graphical Models,"Bjoern Andres, Thorsten Beier, Joerg H. Kappes",http://arxiv.org/pdf/1206.0111v1,No journal ref found,none,cs.AI,Summary7062,1206.1557v1,2012-06-07T17:28:20Z,Soil Data Analysis Using Classification Techniques and Soil Attribute Prediction,"Jay Gholap, Anurag Ingole, Jayesh Gohil, Shailesh Gargade, Vahida Attar",http://arxiv.org/pdf/1206.1557v1,No journal ref found,none,cs.AI,Summary7063,1206.1898v2,2012-06-09T01:57:02Z,A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function,"Pedro A. Ortega, Jordi Grau-Moya, Tim Genewein, David Balduzzi, Daniel A. Braun",http://arxiv.org/pdf/1206.1898v2,Neural Information Processing Systems (NIPS) 2012,none,stat.ML,Summary7064,1206.5754v6,2012-06-25T18:19:45Z,Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox,"Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari",http://arxiv.org/pdf/1206.5754v6,No journal ref found,none,stat.ML,Summary7065,1206.7051v3,2012-06-29T15:23:11Z,Stochastic Variational Inference,"Matt Hoffman, David M. Blei, Chong Wang, John Paisley",http://arxiv.org/pdf/1206.7051v3,No journal ref found,none,stat.ML,Summary7066,1212.0873v2,2012-12-04T21:10:37Z,Parallel Coordinate Descent Methods for Big Data Optimization,"Peter Richtárik, Martin Takáč",http://arxiv.org/pdf/1212.0873v2,No journal ref found,none,math.OC,Summary7067,1212.1143v1,2012-12-05T20:09:11Z,"Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning","Jake Bouvrie, Mauro Maggioni",http://arxiv.org/pdf/1212.1143v1,No journal ref found,none,cs.AI,Summary7068,1212.2991v1,2012-12-12T21:40:23Z,"Accelerating Inference: towards a full Language, Compiler and Hardware stack","Shawn Hershey, Jeff Bernstein, Bill Bradley, Andrew Schweitzer, Noah Stein, Theo Weber, Ben Vigoda",http://arxiv.org/pdf/1212.2991v1,No journal ref found,none,cs.SE,Summary7069,1302.4245v3,2013-02-18T12:41:50Z,Gaussian Process Kernels for Pattern Discovery and Extrapolation,"Andrew Gordon Wilson, Ryan Prescott Adams",http://arxiv.org/pdf/1302.4245v3,"International Conference on Machine Learning (ICML), JMLR W&CP 28(3):1067-1075, 2013",none,stat.ML,Summary7070,1104.3904v1,2011-04-19T23:30:17Z,An expert system for detecting automobile insurance fraud using social network analysis,"Lovro Šubelj, Štefan Furlan, Marko Bajec",http://arxiv.org/pdf/1104.3904v1,"Expert Syst. Appl. 38(1), 1039-1052 (2011)",none,cs.AI,Summary7071,1111.5312v1,2011-11-22T20:21:19Z,Representations and Ensemble Methods for Dynamic Relational Classification,"Ryan A. Rossi, Jennifer Neville",http://arxiv.org/pdf/1111.5312v1,No journal ref found,none,cs.AI,Summary7072,1109.1754v2,2011-09-08T16:17:07Z,Solving Limited Memory Influence Diagrams,"Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon",http://arxiv.org/pdf/1109.1754v2,No journal ref found,none,cs.AI,Summary7073,1109.5404v1,2011-09-25T21:53:44Z,Towards Optimal Learning of Chain Graphs,Jose M. Peña,http://arxiv.org/pdf/1109.5404v1,No journal ref found,none,stat.ML,Summary7074,1204.2003v2,2012-04-09T22:54:59Z,Directed Information Graphs,"Christopher J. Quinn, Negar Kiyavash, Todd P. Coleman",http://arxiv.org/pdf/1204.2003v2,No journal ref found,none,cs.IT,Summary7075,1204.4927v1,2012-04-22T19:24:40Z,"EHRs Connect Research and Practice: Where Predictive Modeling, Artificial Intelligence, and Clinical Decision Support Intersect","Casey Bennett, Tom Doub, Rebecca Selove",http://arxiv.org/pdf/1204.4927v1,Health Policy and Technology 1(2): 105-114 (2012),none,cs.AI,Summary7076,1204.5357v1,2012-04-24T12:49:47Z,Learning AMP Chain Graphs under Faithfulness,Jose M. Peña,http://arxiv.org/pdf/1204.5357v1,No journal ref found,none,stat.ML,Summary7077,1304.4910v2,2013-04-17T18:29:06Z,A Junction Tree Framework for Undirected Graphical Model Selection,"Divyanshu Vats, Robert Nowak",http://arxiv.org/pdf/1304.4910v2,No journal ref found,none,stat.ML,Summary7078,1304.5530v2,2013-04-19T20:02:04Z,Inexact Coordinate Descent: Complexity and Preconditioning,"Rachael Tappenden, Peter Richtárik, Jacek Gondzio",http://arxiv.org/pdf/1304.5530v2,No journal ref found,none,math.OC,Summary7079,1312.3613v2,2013-12-12T20:23:20Z,Augur: a Modeling Language for Data-Parallel Probabilistic Inference,"Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Pocock, Stephen J. Green, Guy L. Steele Jr",http://arxiv.org/pdf/1312.3613v2,No journal ref found,none,stat.ML,Summary7080,1312.4353v2,2013-12-16T13:38:10Z,Abstraction in decision-makers with limited information processing capabilities,"Tim Genewein, Daniel A. Braun",http://arxiv.org/pdf/1312.4353v2,No journal ref found,none,cs.AI,Summary7081,1312.7485v1,2013-12-29T00:54:47Z,A General Algorithm for Deciding Transportability of Experimental Results,"Elias Bareinboim, Judea Pearl",http://arxiv.org/pdf/1312.7485v1,"Journal of Causal Inference, 2013; 1(1): 107-134",none,cs.AI,Summary7082,1401.6686v3,2014-01-26T20:32:35Z,Perturbed Message Passing for Constraint Satisfaction Problems,"Siamak Ravanbakhsh, Russell Greiner",http://arxiv.org/pdf/1401.6686v3,"JMLR 16(Jul):1249-1274, 2015",none,cs.AI,Summary7083,1405.3559v1,2014-05-14T16:06:39Z,Credal Model Averaging for classification: representing prior ignorance and expert opinions,"Giorgio Corani, Andrea Mignatti",http://arxiv.org/pdf/1405.3559v1,No journal ref found,none,stat.ME,Summary7084,1501.06769v5,2015-01-27T14:16:59Z,Particle Gibbs with Ancestor Sampling for Probabilistic Programs,"Jan-Willem van de Meent, Hongseok Yang, Vikash Mansinghka, Frank Wood",http://arxiv.org/pdf/1501.06769v5,No journal ref found,none,stat.ML,Summary7085,1505.00274v2,2015-05-01T20:29:27Z,Stick-Breaking Policy Learning in Dec-POMDPs,"Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How",http://arxiv.org/pdf/1505.00274v2,No journal ref found,none,cs.AI,Summary7086,1505.01539v1,2015-05-06T23:27:55Z,Graphical Potential Games,Luis E. Ortiz,http://arxiv.org/pdf/1505.01539v1,No journal ref found,none,cs.GT,Summary7087,1505.04935v2,2015-05-19T09:58:05Z,Towards Data-Driven Autonomics in Data Centers,"Alina Sîrbu, Ozalp Babaoglu",http://arxiv.org/pdf/1505.04935v2,No journal ref found,none,cs.DC,Summary7088,1101.1715v4,2011-01-10T07:41:50Z,Finding Consensus Bayesian Network Structures,Jose M. Peña,http://arxiv.org/pdf/1101.1715v4,"Journal of Artificial Intelligence Research, 42, 661-687, 2011",none,stat.ML,Summary7089,1203.4345v1,2012-03-20T08:51:50Z,Robust Filtering and Smoothing with Gaussian Processes,"Marc Peter Deisenroth, Ryan Turner, Marco F. Huber, Uwe D. Hanebeck, Carl Edward Rasmussen",http://arxiv.org/pdf/1203.4345v1,No journal ref found,none,cs.SY,Summary7090,1207.0833v1,2012-07-03T20:48:36Z,Relational Data Mining Through Extraction of Representative Exemplars,"Frédéric Blanchard, Michel Herbin",http://arxiv.org/pdf/1207.0833v1,No journal ref found,none,cs.AI,Summary7091,1210.2429v1,2012-10-08T21:54:22Z,Mining Permission Request Patterns from Android and Facebook Applications (extended author version),"Mario Frank, Ben Dong, Adrienne Porter Felt, Dawn Song",http://arxiv.org/pdf/1210.2429v1,No journal ref found,none,cs.CR,Summary7092,1210.4879v1,2012-10-16T17:43:35Z,Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables,"Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer",http://arxiv.org/pdf/1210.4879v1,No journal ref found,none,stat.ME,Summary7093,1303.2912v3,2013-03-12T15:18:00Z,Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes,"Roger Frigola, Carl Edward Rasmussen",http://arxiv.org/pdf/1303.2912v3,No journal ref found,none,cs.AI,Summary7094,1402.5458v1,2014-02-22T01:11:05Z,Information Aggregation in Exponential Family Markets,"Jacob Abernethy, Sindhu Kutty, Sébastien Lahaie, Rahul Sami",http://arxiv.org/pdf/1402.5458v1,No journal ref found,none,cs.AI,Summary7095,1403.0504v2,2014-03-03T18:08:57Z,A Compilation Target for Probabilistic Programming Languages,"Brooks Paige, Frank Wood",http://arxiv.org/pdf/1403.0504v2,"JMLR W&CP 32 (1) : 1935-1943, 2014",none,cs.AI,Summary7096,1404.0099v1,2014-04-01T01:44:05Z,Venture: a higher-order probabilistic programming platform with programmable inference,"Vikash Mansinghka, Daniel Selsam, Yura Perov",http://arxiv.org/pdf/1404.0099v1,No journal ref found,none,cs.AI,Summary7097,1407.4139v4,2014-07-15T20:16:10Z,"Subjectivity, Bayesianism, and Causality",Pedro A. Ortega,http://arxiv.org/pdf/1407.4139v4,No journal ref found,none,cs.AI,Summary7098,1412.4271v2,2014-12-13T19:13:09Z,Multi-Context Models for Reasoning under Partial Knowledge: Generative Process and Inference Grammar,"Ardavan Salehi Nobandegani, Ioannis N. Psaromiligkos",http://arxiv.org/pdf/1412.4271v2,No journal ref found,none,cs.AI,Summary7099,1502.03536v1,2015-02-12T04:30:06Z,Speeding up Permutation Testing in Neuroimaging,"Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun, Sterling C Johnson, Vikas Singh",http://arxiv.org/pdf/1502.03536v1,"Advances in neural information processing systems (2013), pp. 890-898",none,stat.CO,Summary7100,1503.09105v14,2015-03-31T16:10:55Z,Two Timescale Stochastic Approximation with Controlled Markov noise and Off-policy temporal difference learning,"Prasenjit Karmakar, Shalabh Bhatnagar",http://arxiv.org/pdf/1503.09105v14,No journal ref found,none,math.DS,Summary7101,1506.05934v1,2015-06-19T09:34:21Z,Expectation Particle Belief Propagation,"Thibaut Lienart, Yee Whye Teh, Arnaud Doucet",http://arxiv.org/pdf/1506.05934v1,No journal ref found,none,stat.CO,Summary7102,1507.00043v2,2015-06-30T21:34:53Z,Top-N recommendations in the presence of sparsity: An NCD-based approach,"Athanasios N. Nikolakopoulos, John D. Garofalakis",http://arxiv.org/pdf/1507.00043v2,No journal ref found,none,cs.IR,Summary7103,1507.00996v2,2015-07-03T19:52:58Z,A New Approach to Probabilistic Programming Inference,"Frank Wood, Jan Willem van de Meent, Vikash Mansinghka",http://arxiv.org/pdf/1507.00996v2,No journal ref found,none,stat.ML,Summary7104,1508.07678v1,2015-08-31T04:11:50Z,Online Model Evaluation in a Large-Scale Computational Advertising Platform,"Shahriar Shariat, Burkay Orten, Ali Dasdan",http://arxiv.org/pdf/1508.07678v1,ICDM (2015) pp. 369 - 378,none,cs.AI,Summary7105,1509.04771v2,2015-09-15T23:54:12Z,Mapping Heritability of Large-Scale Brain Networks with a Billion Connections {\em via} Persistent Homology,"Moo K. Chung, Victoria Vilalta-Gil, Paul J. Rathouz, Benjamin B. Lahey, David H. Zald",http://arxiv.org/pdf/1509.04771v2,No journal ref found,none,cs.AI,Summary7106,1509.05722v1,2015-09-18T17:31:25Z,Energy saving in smart homes based on consumer behaviour: A case study,"Michael Zehnder, Holger Wache, Hans-Friedrich Witschel, Danilo Zanatta, Miguel Rodriguez",http://arxiv.org/pdf/1509.05722v1,No journal ref found,none,stat.ML,Summary7107,1509.06849v1,2015-09-23T05:49:53Z,Minimum Weight Perfect Matching via Blossom Belief Propagation,"Sungsoo Ahn, Sejun Park, Michael Chertkov, Jinwoo Shin",http://arxiv.org/pdf/1509.06849v1,No journal ref found,none,cs.DS,Summary7108,1510.00331v3,2015-10-01T17:36:42Z,Multimodal Hierarchical Dirichlet Process-based Active Perception,"Tadahiro Taniguchi, Toshiaki Takano, Ryo Yoshino",http://arxiv.org/pdf/1510.00331v3,No journal ref found,none,cs.RO,Summary7109,1510.09130v1,2015-10-30T15:39:06Z,Latent Bayesian melding for integrating individual and population models,"Mingjun Zhong, Nigel Goddard, Charles Sutton",http://arxiv.org/pdf/1510.09130v1,No journal ref found,none,stat.ML,Summary7110,1511.00573v1,2015-11-02T16:23:06Z,From random walks to distances on unweighted graphs,"Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola",http://arxiv.org/pdf/1511.00573v1,No journal ref found,none,stat.ML,Summary7111,1512.01272v1,2015-12-03T22:39:37Z,"CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data","Vikash Mansinghka, Patrick Shafto, Eric Jonas, Cap Petschulat, Max Gasner, Joshua B. Tenenbaum",http://arxiv.org/pdf/1512.01272v1,No journal ref found,none,cs.AI,Summary7112,1512.04387v2,2015-12-14T16:18:32Z,Data-driven Sequential Monte Carlo in Probabilistic Programming,"Yura N Perov, Tuan Anh Le, Frank Wood",http://arxiv.org/pdf/1512.04387v2,No journal ref found,none,cs.AI,Summary7113,1512.06789v1,2015-12-21T19:58:46Z,Information-Theoretic Bounded Rationality,"Pedro A. Ortega, Daniel A. Braun, Justin Dyer, Kee-Eung Kim, Naftali Tishby",http://arxiv.org/pdf/1512.06789v1,No journal ref found,none,stat.ML,Summary7114,1602.04358v1,2016-02-13T17:25:03Z,Machine olfaction using time scattering of sensor multiresolution graphs,"Leonid Gugel, Yoel Shkolnisky, Shai Dekel",http://arxiv.org/pdf/1602.04358v1,No journal ref found,none,cs.AI,Summary7115,1602.05450v1,2016-02-17T15:19:56Z,Inverse Reinforcement Learning in Swarm Systems,"Adrian Šošić, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir, Heinz Koeppl",http://arxiv.org/pdf/1602.05450v1,No journal ref found,none,stat.ML,Summary7116,1602.07783v2,2016-02-25T03:33:44Z,Top-N Recommendation with Novel Rank Approximation,"Zhao Kang, Qiang Cheng",http://arxiv.org/pdf/1602.07783v2,No journal ref found,none,cs.IR,Summary7117,1603.01882v1,2016-03-06T21:30:10Z,Composing inference algorithms as program transformations,"Robert Zinkov, Chung-chieh Shan",http://arxiv.org/pdf/1603.01882v1,No journal ref found,none,stat.ML,Summary7118,1603.08785v3,2016-03-29T14:18:52Z,COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting,"Nikolaus Hansen, Anne Auger, Olaf Mersmann, Tea Tusar, Dimo Brockhoff",http://arxiv.org/pdf/1603.08785v3,No journal ref found,none,cs.AI,Summary7119,1603.09029v1,2016-03-30T03:27:41Z,Maximize Pointwise Cost-sensitively Submodular Functions With Budget Constraint,"Nguyen Viet Cuong, Huan Xu",http://arxiv.org/pdf/1603.09029v1,No journal ref found,none,cs.AI,Summary7120,1604.02737v1,2016-04-10T21:21:00Z,Correlated Equilibria for Approximate Variational Inference in MRFs,"Luis E. Ortiz, Ze Gong",http://arxiv.org/pdf/1604.02737v1,No journal ref found,none,cs.AI,Summary7121,1604.05129v2,2016-04-18T13:17:55Z,Memory shapes time perception and intertemporal choices,"Pedro A. Ortega, Naftali Tishby",http://arxiv.org/pdf/1604.05129v2,No journal ref found,none,q-bio.NC,Summary7122,1605.04074v1,2016-05-13T07:50:50Z,Wisdom of Crowds cluster ensemble,"Hosein Alizadeh, Muhammad Yousefnezhad, Behrouz Minaei Bidgoli",http://arxiv.org/pdf/1605.04074v1,No journal ref found,none,stat.ML,Summary7123,1605.07511v1,2016-05-24T15:50:26Z,A note on privacy preserving iteratively reweighted least squares,"Mijung Park, Max Welling",http://arxiv.org/pdf/1605.07511v1,No journal ref found,none,cs.CR,Summary7124,1605.07604v1,2016-05-24T19:58:02Z,Posterior Dispersion Indices,"Alp Kucukelbir, David M. Blei",http://arxiv.org/pdf/1605.07604v1,No journal ref found,none,stat.ML,Summary7125,1605.09042v5,2016-05-29T18:24:45Z,MCMC assisted by Belief Propagaion,"Sungsoo Ahn, Michael Chertkov, Jinwoo Shin",http://arxiv.org/pdf/1605.09042v5,No journal ref found,none,stat.ML,Summary7126,1605.09735v1,2016-05-31T17:30:54Z,Information Theoretically Aided Reinforcement Learning for Embodied Agents,"Guido Montufar, Keyan Ghazi-Zahedi, Nihat Ay",http://arxiv.org/pdf/1605.09735v1,No journal ref found,none,cs.AI,Summary7127,1606.01245v1,2016-06-04T03:28:41Z,Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization,"Fanhua Shang, Yuanyuan Liu, James Cheng",http://arxiv.org/pdf/1606.01245v1,No journal ref found,none,cs.NA,Summary7128,1606.07025v1,2016-06-22T17:48:17Z,Efficient Attack Graph Analysis through Approximate Inference,"Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, Emil C. Lupu",http://arxiv.org/pdf/1606.07025v1,No journal ref found,none,cs.CR,Summary7129,1606.07282v2,2016-06-23T12:12:20Z,A review of undirected and acyclic directed Gaussian Markov model selection and estimation,"Irene Córdoba Sánchez, Concha Bielza, Pedro Larrañaga",http://arxiv.org/pdf/1606.07282v2,No journal ref found,none,stat.ME,Summary7130,1607.01381v1,2016-07-05T19:40:56Z,One-Shot Session Recommendation Systems with Combinatorial Items,"Yahel David, Dotan Di Castro, Zohar Karnin",http://arxiv.org/pdf/1607.01381v1,No journal ref found,none,stat.ML,Summary7131,1607.07745v1,2016-07-26T15:19:12Z,Leveraging Unstructured Data to Detect Emerging Reliability Issues,"Deovrat Kakde, Arin Chaudhuri",http://arxiv.org/pdf/1607.07745v1,No journal ref found,none,cs.AI,Summary7132,1608.02158v2,2016-08-06T22:18:18Z,Deep Survival Analysis,"Rajesh Ranganath, Adler Perotte, Noémie Elhadad, David Blei",http://arxiv.org/pdf/1608.02158v2,No journal ref found,none,stat.ML,Summary7133,1608.02658v3,2016-08-08T23:46:59Z,Revisiting Causality Inference in Memory-less Transition Networks,"Abbas Shojaee, Isuru Ranasinghe, Alireza Ani",http://arxiv.org/pdf/1608.02658v3,No journal ref found,none,stat.ML,Summary7134,1608.03532v1,2016-08-08T12:54:57Z,QPass: a Merit-based Evaluation of Soccer Passes,"Laszlo Gyarmati, Rade Stanojevic",http://arxiv.org/pdf/1608.03532v1,No journal ref found,none,cs.AI,Summary7135,1609.03333v1,2016-09-12T10:25:29Z,On Generation of Time-based Label Refinements,"Niek Tax, Emin Alasgarov, Natalia Sidorova, Reinder Haakma",http://arxiv.org/pdf/1609.03333v1,No journal ref found,none,stat.ME,Summary7136,1609.05796v2,2016-09-19T15:48:03Z,Enabling Dark Energy Science with Deep Generative Models of Galaxy Images,"Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos",http://arxiv.org/pdf/1609.05796v2,No journal ref found,none,astro-ph.IM,Summary7137,1609.07480v1,2016-09-20T11:58:42Z,Predictive modelling of football injuries,Stylianos Kampakis,http://arxiv.org/pdf/1609.07480v1,No journal ref found,none,stat.AP,Summary7138,1610.09263v2,2016-10-28T15:21:53Z,Flexible constrained sampling with guarantees for pattern mining,"Vladimir Dzyuba, Matthijs van Leeuwen, Luc De Raedt",http://arxiv.org/pdf/1610.09263v2,No journal ref found,none,cs.AI,Summary7139,1611.02304v2,2016-11-07T21:21:34Z,Normalizing Flows on Riemannian Manifolds,"Mevlana C. Gemici, Danilo Rezende, Shakir Mohamed",http://arxiv.org/pdf/1611.02304v2,No journal ref found,none,stat.ML,Summary7140,1611.04035v2,2016-11-12T18:56:34Z,Entropic Causal Inference,"Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi",http://arxiv.org/pdf/1611.04035v2,No journal ref found,none,cs.AI,Summary7141,1611.08104v1,2016-11-24T09:07:22Z,Quantum Enhanced Inference in Markov Logic Networks,"Peter Wittek, Christian Gogolin",http://arxiv.org/pdf/1611.08104v1,No journal ref found,none,stat.ML,Summary7142,1612.02516v1,2016-12-08T03:05:41Z,Stochastic Primal-Dual Methods and Sample Complexity of Reinforcement Learning,"Yichen Chen, Mengdi Wang",http://arxiv.org/pdf/1612.02516v1,No journal ref found,none,stat.ML,Summary7143,1701.02359v1,2017-01-04T10:25:04Z,Playtime Measurement with Survival Analysis,"Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala",http://arxiv.org/pdf/1701.02359v1,No journal ref found,none,stat.AP,Summary7144,1701.04895v1,2017-01-17T22:52:24Z,Unknowable Manipulators: Social Network Curator Algorithms,"Samuel Albanie, Hillary Shakespeare, Tom Gunter",http://arxiv.org/pdf/1701.04895v1,No journal ref found,none,cs.AI,Summary7145,1701.06852v1,2017-01-24T13:02:27Z,Incorporating Prior Information in Compressive Online Robust Principal Component Analysis,"Huynh Van Luong, Nikos Deligiannis, Jurgen Seiler, Soren Forchhammer, Andre Kaup",http://arxiv.org/pdf/1701.06852v1,No journal ref found,none,cs.IT,Summary7146,1701.07756v1,2017-01-26T16:14:40Z,Dynamic time warping distance for message propagation classification in Twitter,"Siwar Jendoubi, Arnaud Martin, Ludovic Liétard, Boutheina Ben Yaghlane, Hend Ben Hadji",http://arxiv.org/pdf/1701.07756v1,No journal ref found,none,cs.AI,Summary7147,1701.08100v1,2017-01-26T16:42:29Z,The Causal Frame Problem: An Algorithmic Perspective,"Ardavan Salehi Nobandegani, Ioannis N. Psaromiligkos",http://arxiv.org/pdf/1701.08100v1,No journal ref found,none,cs.AI,Summary7148,1701.08254v1,2017-01-28T05:17:25Z,Entropic Causality and Greedy Minimum Entropy Coupling,"Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi",http://arxiv.org/pdf/1701.08254v1,No journal ref found,none,cs.IT,Summary7149,1701.08302v2,2017-01-28T16:52:13Z,A Study of FOSS2013 Survey Data Using Clustering Techniques,"Mani A, Rebeka Mukherjee",http://arxiv.org/pdf/1701.08302v2,No journal ref found,none,cs.AI,Summary7150,1702.01975v2,2017-02-07T12:01:08Z,Learning what matters - Sampling interesting patterns,"Vladimir Dzyuba, Matthijs van Leeuwen",http://arxiv.org/pdf/1702.01975v2,No journal ref found,none,stat.ML,Summary7151,1702.05222v1,2017-02-17T04:46:24Z,Direct Estimation of Information Divergence Using Nearest Neighbor Ratios,"Morteza Noshad, Kevin R. Moon, Salimeh Yasaei Sekeh, Alfred O. Hero III",http://arxiv.org/pdf/1702.05222v1,No journal ref found,none,cs.IT,Summary7152,1702.05376v1,2017-02-17T15:12:31Z,Towards a Unified Taxonomy of Biclustering Methods,"Dmitry I. Ignatov, Bruce W. Watson",http://arxiv.org/pdf/1702.05376v1,"Russian and South African Workshop on Knowledge Discovery Techniques Based on Formal Concept Analysis (RuZA 2015), November 30 - December 5, 2015, Stellenbosch, South Africa, In CEUR Workshop Proceedings, Vol. 1552, p. 23-39",none,cs.AI,Summary7153,0812.2309v1,2008-12-12T08:27:02Z,Classification of Cell Images Using MPEG-7-influenced Descriptors and Support Vector Machines in Cell Morphology,Tobias Abenius,http://arxiv.org/pdf/0812.2309v1,No journal ref found,none,stat.AP,Summary7154,0912.2492v1,2009-12-13T12:27:37Z,Learning an Interactive Segmentation System,"Hannes Nickisch, Pushmeet Kohli, Carsten Rother",http://arxiv.org/pdf/0912.2492v1,No journal ref found,none,stat.ML,Summary7155,1011.0997v1,2010-11-03T20:02:35Z,"Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements","Blake Hunter, Thomas Strohmer",http://arxiv.org/pdf/1011.0997v1,No journal ref found,none,math.NA,Summary7156,1011.4058v1,2010-11-17T20:55:02Z,Modeling Image Structure with Factorized Phase-Coupled Boltzmann Machines,"Charles F. Cadieu, Kilian Koepsell",http://arxiv.org/pdf/1011.4058v1,No journal ref found,none,cs.CV,Summary7157,1012.4116v4,2010-12-18T20:11:29Z,lp-Recovery of the Most Significant Subspace among Multiple Subspaces with Outliers,"Gilad Lerman, Teng Zhang",http://arxiv.org/pdf/1012.4116v4,"Constructive Approximation, December 2014, Volume 40, Issue 3, pp 329-385",none,stat.ML,Summary7158,1103.2756v3,2011-03-14T19:48:20Z,Sparse Transfer Learning for Interactive Video Search Reranking,"Xinmei Tian, Dacheng Tao, Yong Rui",http://arxiv.org/pdf/1103.2756v3,No journal ref found,none,cs.IR,Summary7159,1107.4637v2,2011-07-22T22:10:38Z,Efficient variational inference in large-scale Bayesian compressed sensing,"George Papandreou, Alan Yuille",http://arxiv.org/pdf/1107.4637v2,"Proc. IEEE Workshop on Information Theory in Computer Vision and Pattern Recognition (in conjunction with ICCV-11), pp. 1332-1339, Barcelona, Spain, Nov. 2011",none,cs.CV,Summary7160,1110.0641v1,2011-10-04T11:17:04Z,Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup,Vladimir Nikulin,http://arxiv.org/pdf/1110.0641v1,No journal ref found,none,stat.ML,Summary7161,1112.1120v1,2011-12-05T23:25:07Z,Classification with Invariant Scattering Representations,"Joan Bruna, Stéphane Mallat",http://arxiv.org/pdf/1112.1120v1,No journal ref found,none,cs.CV,Summary7162,1202.2564v2,2012-02-12T20:32:15Z,A better Beta for the H measure of classification performance,"David J. Hand, Christoforos Anagnostopoulos",http://arxiv.org/pdf/1202.2564v2,No journal ref found,none,stat.ME,Summary7163,1202.6666v1,2012-02-29T19:59:53Z,Perturbation of the Eigenvectors of the Graph Laplacian: Application to Image Denoising,"Francois G. Meyer, Xilin Shen",http://arxiv.org/pdf/1202.6666v1,No journal ref found,none,physics.data-an,Summary7164,1206.6679v6,2012-06-28T13:25:04Z,Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression,"Tim Salimans, David A. Knowles",http://arxiv.org/pdf/1206.6679v6,"Bayesian Analysis, Volume 8, Number 4 (2013), 837-882",none,stat.CO,Summary7165,1208.2651v1,2012-08-13T18:01:17Z,A Plea for Neutral Comparison Studies in Computational Sciences,"Anne-Laure Boulesteix, Manuel J. A. Eugster",http://arxiv.org/pdf/1208.2651v1,No journal ref found,none,stat.CO,Summary7166,1208.3687v1,2012-08-17T20:38:56Z,Information-theoretic Dictionary Learning for Image Classification,"Qiang Qiu, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1208.3687v1,No journal ref found,none,cs.CV,Summary7167,1208.5092v1,2012-08-25T02:51:36Z,Graph Degree Linkage: Agglomerative Clustering on a Directed Graph,"Wei Zhang, Xiaogang Wang, Deli Zhao, Xiaoou Tang",http://arxiv.org/pdf/1208.5092v1,No journal ref found,none,cs.CV,Summary7168,1302.0870v1,2013-02-04T21:26:47Z,Centrality-constrained graph embedding,"Brian Baingana, Georgios B. Giannakis",http://arxiv.org/pdf/1302.0870v1,No journal ref found,none,stat.ML,Summary7169,1111.6285v2,2011-11-27T18:39:14Z,Wards Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm,"Fionn Murtagh, Pierre Legendre",http://arxiv.org/pdf/1111.6285v2,"Journal of Classification, 31 (3), 274-295, 2014",none,stat.ML,Summary7170,1211.0757v1,2012-11-05T04:15:25Z,Efficient Point-to-Subspace Query in $\ell^1$: Theory and Applications in Computer Vision,"Ju Sun, Yuqian Zhang, John Wright",http://arxiv.org/pdf/1211.0757v1,No journal ref found,none,stat.ML,Summary7171,1211.6675v1,2012-11-28T17:39:16Z,Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization,Dalton Lunga and Okan Ersoy,http://arxiv.org/pdf/1211.6675v1,No journal ref found,none,cs.CV,Summary7172,1310.4249v2,2013-10-16T02:44:56Z,Mapping the stereotyped behaviour of freely-moving fruit flies,"Gordon J. Berman, Daniel M. Choi, William Bialek, Joshua W. Shaevitz",http://arxiv.org/pdf/1310.4249v2,No journal ref found,none,q-bio.QM,Summary7173,1311.0053v2,2013-10-31T22:33:36Z,Robust Compressed Sensing and Sparse Coding with the Difference Map,"Will Landecker, Rick Chartrand, Simon DeDeo",http://arxiv.org/pdf/1311.0053v2,No journal ref found,none,cs.CV,Summary7174,1408.5286v4,2014-08-22T13:03:00Z,Designing labeled graph classifiers by exploiting the Rényi entropy of the dissimilarity representation,Lorenzo Livi,http://arxiv.org/pdf/1408.5286v4,No journal ref found,none,cs.CV,Summary7175,1501.00834v1,2015-01-05T12:20:09Z,Inverse Renormalization Group Transformation in Bayesian Image Segmentations,"Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda, Masayuki Ohzeki",http://arxiv.org/pdf/1501.00834v1,Journal of the Physical Society of Japan 84 (2015) 045001,none,cs.CV,Summary7176,1501.03771v1,2015-01-15T18:34:27Z,Submodular relaxation for inference in Markov random fields,"Anton Osokin, Dmitry Vetrov",http://arxiv.org/pdf/1501.03771v1,No journal ref found,none,cs.CV,Summary7177,1207.0170v1,2012-07-01T00:32:15Z,Single parameter galaxy classification: The Principal Curve through the multi-dimensional space of galaxy properties,"M. Taghizadeh-Popp, S. Heinis, A. S. Szalay",http://arxiv.org/pdf/1207.0170v1,No journal ref found,none,astro-ph.CO,Summary7178,1207.1915v1,2012-07-08T21:45:43Z,Nonparametric Edge Detection in Speckled Imagery,"Edwin Girón, Alejandro C. Frery, Francisco Cribari-Neto",http://arxiv.org/pdf/1207.1915v1,"Mathematics and Computers in Simulation, vol. 82, pages 2182-2198, 2012",none,stat.AP,Summary7179,1207.2422v1,2012-07-10T17:38:18Z,Dual-Space Analysis of the Sparse Linear Model,"David Wipf, Yi Wu",http://arxiv.org/pdf/1207.2422v1,No journal ref found,none,stat.ML,Summary7180,1207.2440v1,2012-07-10T18:41:04Z,Non-Convex Rank Minimization via an Empirical Bayesian Approach,David Wipf,http://arxiv.org/pdf/1207.2440v1,No journal ref found,none,stat.ML,Summary7181,1207.3554v2,2012-07-16T00:07:44Z,Designing various component analysis at will,"Akisato Kimura, Masashi Sugiyama, Sakano Hitoshi, Hirokazu Kameoka",http://arxiv.org/pdf/1207.3554v2,No journal ref found,none,cs.CV,Summary7182,1210.0564v1,2012-10-01T20:30:36Z,Super-resolution using Sparse Representations over Learned Dictionaries: Reconstruction of Brain Structure using Electron Microscopy,"Tao Hu, Juan Nunez-Iglesias, Shiv Vitaladevuni, Lou Scheffer, Shan Xu, Mehdi Bolorizadeh, Harald Hess, Richard Fetter, Dmitri Chklovskii",http://arxiv.org/pdf/1210.0564v1,No journal ref found,none,cs.CV,Summary7183,1210.2474v1,2012-10-09T02:57:12Z,Level Set Estimation from Compressive Measurements using Box Constrained Total Variation Regularization,"Akshay Soni, Jarvis Haupt",http://arxiv.org/pdf/1210.2474v1,No journal ref found,none,cs.CV,Summary7184,1306.0404v2,2013-06-03T13:49:14Z,Iterative Grassmannian Optimization for Robust Image Alignment,"Jun He, Dejiao Zhang, Laura Balzano, Tao Tao",http://arxiv.org/pdf/1306.0404v2,"Image and Vision Computing, 32(10), 800-813, 2014",none,cs.CV,Summary7185,1308.4718v1,2013-08-21T21:06:42Z,Invertibility and Robustness of Phaseless Reconstruction,"Radu Balan, Yang Wang",http://arxiv.org/pdf/1308.4718v1,No journal ref found,none,math.FA,Summary7186,1308.5465v1,2013-08-25T23:59:15Z,Stability of Phase Retrievable Frames,Radu Balan,http://arxiv.org/pdf/1308.5465v1,No journal ref found,none,math.FA,Summary7187,1403.0309v1,2014-03-03T04:46:44Z,Object Tracking via Non-Euclidean Geometry: A Grassmann Approach,"Sareh Shirazi, Mehrtash T. Harandi, Brian C. Lovell, Conrad Sanderson",http://arxiv.org/pdf/1403.0309v1,No journal ref found,none,cs.CV,Summary7188,1403.7588v1,2014-03-29T04:04:43Z,Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods,"Cun Mu, Yuqian Zhang, John Wright, Donald Goldfarb",http://arxiv.org/pdf/1403.7588v1,No journal ref found,none,math.OC,Summary7189,1403.8098v2,2014-03-31T17:18:48Z,Hyperspectral image superresolution: An edge-preserving convex formulation,"Miguel Simões, José Bioucas-Dias, Luis B. Almeida, Jocelyn Chanussot",http://arxiv.org/pdf/1403.8098v2,No journal ref found,none,cs.CV,Summary7190,1410.7795v1,2014-10-20T17:16:04Z,Classification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates,"Wasifa Jamal, Saptarshi Das, Ioana-Anastasia Oprescu, Koushik Maharatna, Fabio Apicella, Federico Sicca",http://arxiv.org/pdf/1410.7795v1,"Journal of Neural Engineering, Volume 11, Number 4, pp. 046019, August 2014",none,physics.med-ph,Summary7191,1411.4005v1,2014-11-14T18:36:31Z,A convex formulation for hyperspectral image superresolution via subspace-based regularization,"Miguel Simões, José Bioucas-Dias, Luis B. Almeida, Jocelyn Chanussot",http://arxiv.org/pdf/1411.4005v1,No journal ref found,none,cs.CV,Summary7192,1412.4044v2,2014-12-12T16:32:48Z,Adaptive Stochastic Gradient Descent on the Grassmannian for Robust Low-Rank Subspace Recovery and Clustering,"Jun He, Yue Zhang",http://arxiv.org/pdf/1412.4044v2,No journal ref found,none,stat.ML,Summary7193,1412.4237v1,2014-12-13T14:06:41Z,First order algorithms in variational image processing,"Martin Burger, Alex Sawatzky, Gabriele Steidl",http://arxiv.org/pdf/1412.4237v1,No journal ref found,none,math.OC,Summary7194,1412.7012v4,2014-12-16T04:41:09Z,Boltzmann-Machine Learning of Prior Distributions of Binarized Natural Images,"Tomoyuki Obuchi, Hirokazu Koma, Muneki Yasuda",http://arxiv.org/pdf/1412.7012v4,J. Phys. Soc. Jpn. 85 (2016) 114803,none,stat.ML,Summary7195,1502.04726v1,2015-02-16T21:17:52Z,ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors,"Hojjat S. Mousavi, Vishal Monga, Trac D. Tran",http://arxiv.org/pdf/1502.04726v1,No journal ref found,none,stat.ML,Summary7196,1503.01538v1,2015-03-05T04:57:22Z,Pyrcca: regularized kernel canonical correlation analysis in Python and its applications to neuroimaging,"Natalia Y. Bilenko, Jack L. Gallant",http://arxiv.org/pdf/1503.01538v1,No journal ref found,none,q-bio.QM,Summary7197,1503.04585v3,2015-03-16T10:08:01Z,Statistical Analysis of Loopy Belief Propagation in Random Fields,"Muneki Yasuda, Shun Kataoka, Kazuyuki Tanaka",http://arxiv.org/pdf/1503.04585v3,"Phys. Rev. E 92, 042120 (2015)",none,stat.ML,Summary7198,1504.01515v2,2015-04-07T08:23:45Z,Simultaneously sparse and low-rank abundance matrix estimation for hyperspectral image unmixing,"Paris Giampouras, Konstantinos Themelis, Athanasios Rontogiannis, Konstantinos Koutroumbas",http://arxiv.org/pdf/1504.01515v2,No journal ref found,none,cs.CV,Summary7199,1508.01720v2,2015-08-07T15:16:39Z,Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification,"Jure Sokolic, Francesco Renna, Robert Calderbank, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1508.01720v2,No journal ref found,none,cs.IT,Summary7200,1510.08291v2,2015-10-28T12:49:48Z,Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation,"Florian Bernard, Peter Gemmar, Frank Hertel, Jorge Goncalves, Johan Thunberg",http://arxiv.org/pdf/1510.08291v2,No journal ref found,none,cs.CV,Summary7201,1511.05286v1,2015-11-17T06:55:58Z,Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning,"Oren Z. Kraus, Lei Jimmy Ba, Brendan Frey",http://arxiv.org/pdf/1511.05286v1,No journal ref found,none,cs.CV,Summary7202,1511.06036v1,2015-11-19T01:01:59Z,Stochastic gradient method with accelerated stochastic dynamics,Masayuki Ohzeki,http://arxiv.org/pdf/1511.06036v1,No journal ref found,none,stat.ML,Summary7203,1512.05010v2,2015-12-15T23:26:50Z,Multiple penalized principal curves: analysis and computation,"Slav Kirov, Dejan Slepčev",http://arxiv.org/pdf/1512.05010v2,No journal ref found,none,math.AP,Summary7204,1601.06403v5,2016-01-24T15:59:44Z,Synthesis of Gaussian Trees with Correlation Sign Ambiguity: An Information Theoretic Approach,"Ali Moharrer, Shuangqing Wei, George T. Amariucai, Jing Deng",http://arxiv.org/pdf/1601.06403v5,No journal ref found,none,cs.IT,Summary7205,1601.08165v1,2016-01-29T15:50:20Z,Mapping Tractography Across Subjects,"Thien Bao Nguyen, Emanuele Olivetti, Paolo Avesani",http://arxiv.org/pdf/1601.08165v1,No journal ref found,none,stat.ML,Summary7206,1602.00904v2,2016-02-02T12:31:48Z,Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs,"Vangelis P. Oikonomou, Georgios Liaros, Kostantinos Georgiadis, Elisavet Chatzilari, Katerina Adam, Spiros Nikolopoulos, Ioannis Kompatsiaris",http://arxiv.org/pdf/1602.00904v2,No journal ref found,none,cs.HC,Summary7207,1602.06632v3,2016-02-22T03:04:44Z,Denoising and Covariance Estimation of Single Particle Cryo-EM Images,"Tejal Bhamre, Teng Zhang, Amit Singer",http://arxiv.org/pdf/1602.06632v3,No journal ref found,none,cs.CV,Summary7208,1603.00284v1,2016-03-01T14:33:12Z,Dual Smoothing and Level Set Techniques for Variational Matrix Decomposition,"Aleksandr Y. Aravkin, Stephen Becker",http://arxiv.org/pdf/1603.00284v1,No journal ref found,none,stat.ML,Summary7209,1603.06895v2,2016-03-22T18:18:16Z,A Selection of Giant Radio Sources from NVSS,D. D. Proctor,http://arxiv.org/pdf/1603.06895v2,No journal ref found,none,astro-ph.GA,Summary7210,1605.01643v1,2016-05-04T19:18:51Z,The embedding dimension of Laplacian eigenfunction maps,Jonathan Bates,http://arxiv.org/pdf/1605.01643v1,Appl. Comput. Harmon. Anal. 37 (3) (2014) 516-530,none,stat.ML,Summary7211,1605.03324v1,2016-05-11T08:22:06Z,Unsupervised Semantic Action Discovery from Video Collections,"Ozan Sener, Amir Roshan Zamir, Chenxia Wu, Silvio Savarese, Ashutosh Saxena",http://arxiv.org/pdf/1605.03324v1,No journal ref found,none,cs.CV,Summary7212,1605.04932v1,2016-05-16T20:16:29Z,Classification of Big Data with Application to Imaging Genetics,"Magnus O. Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson",http://arxiv.org/pdf/1605.04932v1,No journal ref found,none,physics.data-an,Summary7213,1606.00800v2,2016-06-02T18:51:09Z,Multi-View Treelet Transform,"Brian A. Mitchell, Linda R. Petzold",http://arxiv.org/pdf/1606.00800v2,No journal ref found,none,stat.ML,Summary7214,1606.05158v2,2016-06-16T12:23:55Z,CLEAR: Covariant LEAst-square Re-fitting with applications to image restoration,"C-A. Deledalle, N. Papadakis, J. Salmon, S. Vaiter",http://arxiv.org/pdf/1606.05158v2,No journal ref found,none,math.ST,Summary7215,1606.06439v1,2016-06-21T06:51:57Z,Social-sparsity brain decoders: faster spatial sparsity,"Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion",http://arxiv.org/pdf/1606.06439v1,No journal ref found,none,stat.ML,Summary7216,1607.02801v2,2016-07-11T01:08:14Z,Bounds on the Number of Measurements for Reliable Compressive Classification,"Hugo Reboredo, Francesco Renna, Robert Calderbank, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1607.02801v2,No journal ref found,none,cs.IT,Summary7217,1607.07387v1,2016-07-25T18:01:17Z,Symmetry-free SDP Relaxations for Affine Subspace Clustering,"Francesco Silvestri, Gerhard Reinelt, Christoph Schnörr",http://arxiv.org/pdf/1607.07387v1,No journal ref found,none,math.OC,Summary7218,1607.08188v1,2016-07-24T14:50:45Z,Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval,Yehezkel S. Resheff,http://arxiv.org/pdf/1607.08188v1,No journal ref found,none,cs.CV,Summary7219,1609.04541v1,2016-09-15T09:04:25Z,Matrix Product State for Higher-Order Tensor Compression and Classification,"Johann A. Bengua, Ho N. Phien, Hoang D. Tuan, Minh N. Do",http://arxiv.org/pdf/1609.04541v1,No journal ref found,none,stat.ML,Summary7220,1609.09432v1,2016-09-29T17:20:23Z,A Searchlight Factor Model Approach for Locating Shared Information in Multi-Subject fMRI Analysis,"Hejia Zhang, Po-Hsuan Chen, Janice Chen, Xia Zhu, Javier S. Turek, Theodore L. Willke, Uri Hasson, Peter J. Ramadge",http://arxiv.org/pdf/1609.09432v1,No journal ref found,none,stat.ML,Summary7221,1610.04079v1,2016-10-13T13:57:55Z,Towards end-to-end optimisation of functional image analysis pipelines,"Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen",http://arxiv.org/pdf/1610.04079v1,No journal ref found,none,cs.CV,Summary7222,1610.04460v1,2016-10-14T13:42:47Z,A Reduction Theorem for the Sample Mean in Dynamic Time Warping Spaces,"Brijnesh J. Jain, David Schultz",http://arxiv.org/pdf/1610.04460v1,No journal ref found,none,cs.CV,Summary7223,1611.01230v1,2016-11-04T00:29:02Z,Statistical Inverse Formulation of Optical Flow with Uncertainty Quantification,"Jie Sun, Erik Bollt",http://arxiv.org/pdf/1611.01230v1,No journal ref found,none,stat.ML,Summary7224,1611.02869v1,2016-11-09T09:54:47Z,Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging,"Jens Sjölund, Anders Eklund, Evren Özarslan, Hans Knutsson",http://arxiv.org/pdf/1611.02869v1,No journal ref found,none,stat.AP,Summary7225,1611.03193v4,2016-11-10T05:55:27Z,Mahalanobis Distance for Class Averaging of Cryo-EM Images,"Tejal Bhamre, Zhizhen Zhao, Amit Singer",http://arxiv.org/pdf/1611.03193v4,No journal ref found,none,stat.AP,Summary7226,1611.09791v1,2016-11-29T19:03:29Z,On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks,"Wasifa Jamal, Saptarshi Das, Koushik Maharatna, Fabio Apicella, Georgia Chronaki, Federico Sicca, David Cohen, Filippo Muratori",http://arxiv.org/pdf/1611.09791v1,"Biomedical Physics & Engineering Express, vol. 1, no. 1, pp. 015002, 2015",none,physics.med-ph,Summary7227,1612.04526v1,2016-12-14T08:17:07Z,Astronomical image reconstruction with convolutional neural networks,Rémi Flamary,http://arxiv.org/pdf/1612.04526v1,No journal ref found,none,cs.CV,Summary7228,1612.05846v1,2016-12-18T02:08:42Z,Efficient Global Spatial-Angular Sparse Coding for Diffusion MRI with Separable Dictionaries,"Evan Schwab, René Vidal, Nicolas Charon",http://arxiv.org/pdf/1612.05846v1,No journal ref found,none,stat.ML,Summary7229,1612.06176v1,2016-12-19T13:39:45Z,An extended Perona-Malik model based on probabilistic models,"Lars M. Mescheder, Dirk A. Lorenz",http://arxiv.org/pdf/1612.06176v1,No journal ref found,none,cs.CV,Summary7230,1702.07630v1,2017-02-24T15:43:10Z,Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: a Hyperspectral Unmixing Method Dealing with Intra-class Variability,"Charlotte Revel, Yannick Deville, Véronique Achard, Xavier Briottet",http://arxiv.org/pdf/1702.07630v1,No journal ref found,none,stat.ME,Summary7231,1703.01499v1,2017-03-04T17:37:32Z,A Machine-Learning Framework for Design for Manufacturability,"Aditya Balu, Sambit Ghadai, Gavin Young, Soumik Sarkar, Adarsh Krishnamurthy",http://arxiv.org/pdf/1703.01499v1,No journal ref found,none,stat.ML,Summary7232,1703.01506v1,2017-03-04T19:07:42Z,Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM,"Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs, Camille Maumet, Sterling C. Johnson, Thomas E. Nichols, Vikas Singh, the ADNI",http://arxiv.org/pdf/1703.01506v1,No journal ref found,none,stat.AP,Summary7233,1703.01842v1,2017-03-06T12:45:39Z,Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction,"Mathilde Ménoret, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon",http://arxiv.org/pdf/1703.01842v1,No journal ref found,none,cs.CV,Summary7234,cs/0010023v1,2000-10-16T07:42:23Z,Oracle Complexity and Nontransitivity in Pattern Recognition,Vadim Bulitko,http://arxiv.org/pdf/cs/0010023v1,No journal ref found,none,cs.CC,Summary7235,cs/0101036v1,2001-01-29T17:54:50Z,The Generalized Universal Law of Generalization,"Nick Chater, Paul Vitanyi",http://arxiv.org/pdf/cs/0101036v1,No journal ref found,none,cs.CV,Summary7236,cs/0401004v2,2004-01-02T12:39:15Z,Cyborg Systems as Platforms for Computer-Vision Algorithm-Development for Astrobiology,"Patrick C. McGuire, J. A. Rodriguez-Manfredi, E. Sebastian-Martinez, J. Gomez-Elvira, E. Diaz-Martinez, J. Ormo, K. Neuffer, A. Giaquinta, F. Camps-Martinez, A. Lepinette-Malvitte, J. Perez-Mercader, H. Ritter, M. Oesker, J. Ontrup, J. Walter",http://arxiv.org/pdf/cs/0401004v2,"Proc. of the III European Workshop on Exo-Astrobiology, ""Mars: The Search for Life"", Madrid, November 2003 (ESA SP-545, March 2004) pp.141-144",none,cs.CV,Summary7237,cs/0409003v1,2004-09-02T15:28:53Z,"ScheduleNanny: Using GPS to Learn the Users Significant Locations, Travel Times and Schedule","Parth Bhawalkar, Victor Bigio, Adam Davis, Karthik Narayanaswami, Femi Olumoko",http://arxiv.org/pdf/cs/0409003v1,No journal ref found,none,cs.AI,Summary7238,cs/0601108v4,2006-01-25T17:50:13Z,Fast Lexically Constrained Viterbi Algorithm (FLCVA): Simultaneous Optimization of Speed and Memory,"Alain Lifchitz, Frederic Maire, Dominique Revuz",http://arxiv.org/pdf/cs/0601108v4,No journal ref found,none,cs.CV,Summary7239,physics/0005062v1,2000-05-23T14:50:07Z,Applying MDL to Learning Best Model Granularity,"Qiong Gao, Ming Li, Paul Vitanyi",http://arxiv.org/pdf/physics/0005062v1,No journal ref found,none,physics.data-an,Summary7240,0811.1885v1,2008-11-12T17:21:08Z,The Expressive Power of Binary Submodular Functions,"Stanislav Zivny, David A. Cohen, Peter G. Jeavons",http://arxiv.org/pdf/0811.1885v1,Discrete Applied Mathematics 157(15) (2009) 3347-3358,none,cs.DM,Summary7241,0904.4836v1,2009-04-30T13:02:35Z,FaceBots: Steps Towards Enhanced Long-Term Human-Robot Interaction by Utilizing and Publishing Online Social Information,"Nikolaos Mavridis, Shervin Emami, Chandan Datta, Wajahat Kamzi, Chiraz BenAbdelkader, Panos Toulis, Andry Tanoto, Tamer Rabie",http://arxiv.org/pdf/0904.4836v1,No journal ref found,none,cs.RO,Summary7242,0906.3722v1,2009-06-19T17:56:16Z,Two-Dimensional ARMA Modeling for Breast Cancer Detection and Classification,"Nidhal Bouaynaya, Jerzy Zielinski, Dan Schonfeld",http://arxiv.org/pdf/0906.3722v1,No journal ref found,none,cs.AI,Summary7243,0912.2563v1,2009-12-14T01:53:25Z,A Model-Based Approach to Predicting Predator-Prey & Friend-Foe Relationships in Ant Colonies,Karthik Narayanaswami,http://arxiv.org/pdf/0912.2563v1,No journal ref found,none,cs.AI,Summary7244,1012.0084v1,2010-12-01T02:54:24Z,Survey on Various Gesture Recognition Techniques for Interfacing Machines Based on Ambient Intelligence,"Harshith C, Karthik R. Shastry, Manoj Ravindran, M. V. V. N. S. Srikanth, Naveen Lakshmikhanth",http://arxiv.org/pdf/1012.0084v1,No journal ref found,none,cs.AI,Summary7245,1102.3830v1,2011-02-18T13:20:10Z,A linear framework for region-based image segmentation and inpainting involving curvature penalization,"Thomas Schoenemann, Fredrik Kahl, Simon Masnou, Daniel Cremers",http://arxiv.org/pdf/1102.3830v1,No journal ref found,none,cs.CV,Summary7246,1106.4632v1,2011-06-23T05:32:39Z,Inferring 3D Articulated Models for Box Packaging Robot,"Heran Yang, Tiffany Low, Matthew Cong, Ashutosh Saxena",http://arxiv.org/pdf/1106.4632v1,No journal ref found,none,cs.RO,Summary7247,1106.5829v1,2011-06-29T01:39:29Z,Active Classification: Theory and Application to Underwater Inspection,"Geoffrey A. Hollinger, Urbashi Mitra, Gaurav S. Sukhatme",http://arxiv.org/pdf/1106.5829v1,No journal ref found,none,cs.RO,Summary7248,1108.0502v1,2011-08-02T07:46:16Z,An Efficient Real Time Method of Fingertip Detection,"Jagdish Lal Raheja, Karen Das, Ankit Chaudhary",http://arxiv.org/pdf/1108.0502v1,"7th International Conference on Trends in Industrial Measurements and Automation (TIMA 2011), CSIR Complex, Chennai, India, 6-8 Jan, 2011, pp. 447-450",none,cs.CV,Summary7249,1110.5102v1,2011-10-24T00:31:00Z,Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models,"Congcong Li, Adarsh Kowdle, Ashutosh Saxena, Tsuhan Chen",http://arxiv.org/pdf/1110.5102v1,No journal ref found,none,cs.CV,Summary7250,1112.6371v1,2011-12-29T18:38:34Z,Multi-q Analysis of Image Patterns,"Ricardo Fabbri, Wesley N. Gonçalves, Francisco J. P. Lopes, Odemir M. Bruno",http://arxiv.org/pdf/1112.6371v1,No journal ref found,none,physics.data-an,Summary7251,1201.5943v1,2012-01-28T11:05:26Z,Cognitive Memory Network,"Alex Pappachen James, Sima Dimitrijev",http://arxiv.org/pdf/1201.5943v1,"Electronics Letters,46, 10, 677 - 678, 2010",none,cs.AI,Summary7252,1212.6837v1,2012-12-31T08:39:14Z,Autonomously Learning to Visually Detect Where Manipulation Will Succeed,"Hai Nguyen, Charles C. Kemp",http://arxiv.org/pdf/1212.6837v1,No journal ref found,none,cs.RO,Summary7253,1111.5358v3,2011-11-22T22:39:31Z,Contextually Guided Semantic Labeling and Search for 3D Point Clouds,"Abhishek Anand, Hema Swetha Koppula, Thorsten Joachims, Ashutosh Saxena",http://arxiv.org/pdf/1111.5358v3,No journal ref found,none,cs.RO,Summary7254,1111.6387v1,2011-11-28T10:07:41Z,3D Model Retrieval Based on Semantic and Shape Indexes,"My Abdellah Kassimi, Omar El beqqali",http://arxiv.org/pdf/1111.6387v1,No journal ref found,none,cs.IR,Summary7255,1204.2801v1,2012-04-12T18:18:35Z,Seeing Unseeability to See the Unseeable,"Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind",http://arxiv.org/pdf/1204.2801v1,"Advances in Cognitive Systems, Vol. 2, pp. 77-94, 2012",none,cs.CV,Summary7256,1209.5245v1,2012-09-24T12:28:16Z,Spike Timing Dependent Competitive Learning in Recurrent Self Organizing Pulsed Neural Networks Case Study: Phoneme and Word Recognition,"Tarek Behi, Najet Arous, Noureddine Ellouze",http://arxiv.org/pdf/1209.5245v1,"International Journal of Computer Science Issues, Vol. 9, Issue 4, No 2, (2012)328-337",none,cs.CV,Summary7257,1304.2367v1,2013-03-27T19:44:16Z,Utility-Based Control for Computer Vision,"Tod S. Levitt, Thomas O. Binford, Gil J. Ettinger, Patrice Gelband",http://arxiv.org/pdf/1304.2367v1,No journal ref found,none,cs.CV,Summary7258,1304.5409v3,2013-04-19T13:21:13Z,Separating the Real from the Synthetic: Minutiae Histograms as Fingerprints of Fingerprints,"Carsten Gottschlich, Stephan Huckemann",http://arxiv.org/pdf/1304.5409v3,"IET Biometrics, vol. 3, no. 4, pp. 291-301, Dec. 2014",none,cs.CV,Summary7259,1307.2982v3,2013-07-11T05:52:21Z,Fast Exact Search in Hamming Space with Multi-Index Hashing,"Mohammad Norouzi, Ali Punjani, David J. Fleet",http://arxiv.org/pdf/1307.2982v3,No journal ref found,none,cs.CV,Summary7260,1307.5713v1,2013-07-22T13:57:10Z,Understanding Humans Strategies in Maze Solving,"Min Zhao, Andre G. Marquez",http://arxiv.org/pdf/1307.5713v1,No journal ref found,none,cs.CV,Summary7261,1307.7466v1,2013-07-29T05:40:49Z,Integration of 3D Object Recognition and Planning for Robotic Manipulation: A Preliminary Report,"Damien Jade Duff, Esra Erdem, Volkan Patoglu",http://arxiv.org/pdf/1307.7466v1,No journal ref found,none,cs.AI,Summary7262,1310.5781v1,2013-10-22T02:38:30Z,RANSAC: Identification of Higher-Order Geometric Features and Applications in Humanoid Robot Soccer,"Madison Flannery, Shannon Fenn, David Budden",http://arxiv.org/pdf/1310.5781v1,No journal ref found,none,cs.RO,Summary7263,1401.0166v1,2013-12-31T16:03:17Z,Medical Image Fusion: A survey of the state of the art,"A. P. James, B. V. Dasarathy",http://arxiv.org/pdf/1401.0166v1,No journal ref found,none,cs.CV,Summary7264,1408.2380v1,2014-08-11T11:48:46Z,Video Face Editing Using Temporal-Spatial-Smooth Warping,"Xiaoyan Li, Dacheng Tao",http://arxiv.org/pdf/1408.2380v1,No journal ref found,none,cs.CV,Summary7265,1408.3873v2,2014-08-17T23:46:55Z,Classifying sequences by the optimized dissimilarity space embedding approach: a case study on the solubility analysis of the E. coli proteome,"Lorenzo Livi, Antonello Rizzi, Alireza Sadeghian",http://arxiv.org/pdf/1408.3873v2,No journal ref found,none,cs.CV,Summary7266,1409.0925v1,2014-09-03T00:05:28Z,Bypassing Captcha By Machine A Proof For Passing The Turing Test,Ahmad B. A. Hassanat,http://arxiv.org/pdf/1409.0925v1,No journal ref found,none,cs.CV,Summary7267,1210.1207v2,2012-10-04T04:53:42Z,Learning Human Activities and Object Affordances from RGB-D Videos,"Hema Swetha Koppula, Rudhir Gupta, Ashutosh Saxena",http://arxiv.org/pdf/1210.1207v2,No journal ref found,none,cs.RO,Summary7268,1210.2629v1,2012-10-09T15:03:16Z,Optimization in Differentiable Manifolds in Order to Determine the Method of Construction of Prehistoric Wall-Paintings,"Dimitris Arabadjis, Panayiotis Rousopoulos, Constantin Papaodysseus, Michalis Exarhos, Michalis Panagopoulos, Lena Papazoglou-Manioudaki",http://arxiv.org/pdf/1210.2629v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 11, pp. 2229-2244, November 2011",none,cs.CV,Summary7269,1306.1034v1,2013-06-05T09:40:24Z,"ROTUNDE - A Smart Meeting Cinematography Initiative: Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control","Mehul Bhatt, Jakob Suchan, Christian Freksa",http://arxiv.org/pdf/1306.1034v1,No journal ref found,none,cs.AI,Summary7270,1306.5308v1,2013-06-22T10:37:34Z,Cognitive Interpretation of Everyday Activities: Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation,"Mehul Bhatt, Jakob Suchan, Carl Schultz",http://arxiv.org/pdf/1306.5308v1,No journal ref found,none,cs.AI,Summary7271,1407.5754v1,2014-07-22T06:43:41Z,Tree-based iterated local search for Markov random fields with applications in image analysis,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1407.5754v1,No journal ref found,none,cs.AI,Summary7272,1410.3726v1,2014-10-14T15:19:43Z,Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding,"Chern Hong Lim, Anhar Risnumawan, Chee Seng Chan",http://arxiv.org/pdf/1410.3726v1,"IEEE Transactions on Fuzzy Systems, vol. 22(6), pp. 1541 - 1556, 2014",none,cs.CV,Summary7273,1410.7265v1,2014-10-27T14:58:28Z,An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation,"Balint Antal, Bence Remenyik, Andras Hajdu",http://arxiv.org/pdf/1410.7265v1,"Proceeingds of the 10th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2013), Reykjavik, Iceland, 2013, pp. 94-99",none,cs.CV,Summary7274,1411.5878v1,2014-11-18T22:41:24Z,Salient Object Detection: A Survey,"Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li",http://arxiv.org/pdf/1411.5878v1,No journal ref found,none,cs.CV,Summary7275,1412.6153v1,2014-09-10T20:01:45Z,Intelligent Indoor Mobile Robot Navigation Using Stereo Vision,"Arjun B. Krishnan, Jayaram Kollipara",http://arxiv.org/pdf/1412.6153v1,No journal ref found,none,cs.RO,Summary7276,1502.07019v1,2015-02-25T00:52:11Z,Building with Drones: Accurate 3D Facade Reconstruction using MAVs,"Shreyansh Daftry, Christof Hoppe, Horst Bischof",http://arxiv.org/pdf/1502.07019v1,No journal ref found,none,cs.RO,Summary7277,1503.00082v1,2015-02-28T06:51:39Z,Group Event Detection with a Varying Number of Group Members for Video Surveillance,"Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang",http://arxiv.org/pdf/1503.00082v1,"IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 8, pp. 1057-1067, 2010",none,cs.CV,Summary7278,1503.05947v1,2015-03-19T21:10:57Z,Reduced Basis Decomposition: a Certified and Fast Lossy Data Compression Algorithm,Yanlai Chen,http://arxiv.org/pdf/1503.05947v1,No journal ref found,none,math.NA,Summary7279,1506.05001v1,2015-06-16T15:22:46Z,Using Hankel Matrices for Dynamics-based Facial Emotion Recognition and Pain Detection,"Liliana Lo Presti, Marco La Cascia",http://arxiv.org/pdf/1506.05001v1,No journal ref found,none,cs.CV,Summary7280,1507.04913v1,2015-07-17T10:45:26Z,Tree-based Visualization and Optimization for Image Collection,"Xintong Han, Chongyang Zhang, Weiyao Lin, Mingliang Xu, Bin Sheng, Tao Mei",http://arxiv.org/pdf/1507.04913v1,No journal ref found,none,cs.MM,Summary7281,1509.04581v1,2015-09-15T14:35:11Z,Kernelized Deep Convolutional Neural Network for Describing Complex Images,Zhen Liu,http://arxiv.org/pdf/1509.04581v1,No journal ref found,none,cs.CV,Summary7282,1509.05016v1,2015-09-16T19:49:24Z,Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture,"Ashesh Jain, Avi Singh, Hema S Koppula, Shane Soh, Ashutosh Saxena",http://arxiv.org/pdf/1509.05016v1,No journal ref found,none,cs.CV,Summary7283,1509.07627v1,2015-09-25T08:26:53Z,Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection,"Hirokatsu Kataoka, Kenji Iwata, Yutaka Satoh",http://arxiv.org/pdf/1509.07627v1,No journal ref found,none,cs.CV,Summary7284,1510.05613v2,2015-10-19T18:39:05Z,PERCH: Perception via Search for Multi-Object Recognition and Localization,"Venkatraman Narayanan, Maxim Likhachev",http://arxiv.org/pdf/1510.05613v2,No journal ref found,none,cs.CV,Summary7285,1511.04798v1,2015-11-16T01:40:15Z,"Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization","Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal",http://arxiv.org/pdf/1511.04798v1,No journal ref found,none,cs.CV,Summary7286,1602.04921v1,2016-02-16T06:25:30Z,A diffusion and clustering-based approach for finding coherent motions and understanding crowd scenes,"Weiyao Lin, Yang Mi, Weiyue Wang, Jianxin Wu, Jingdong Wang, Tao Mei",http://arxiv.org/pdf/1602.04921v1,No journal ref found,none,cs.CV,Summary7287,1604.00066v1,2016-03-31T21:53:32Z,To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction,"Wenbin Li, Seyedmajid Azimi, Aleš Leonardis, Mario Fritz",http://arxiv.org/pdf/1604.00066v1,No journal ref found,none,cs.CV,Summary7288,1604.01335v2,2016-04-05T17:08:14Z,Deep Cross Residual Learning for Multitask Visual Recognition,"Brendan Jou, Shih-Fu Chang",http://arxiv.org/pdf/1604.01335v2,No journal ref found,none,cs.CV,Summary7289,1604.01360v2,2016-04-05T18:47:15Z,The Curious Robot: Learning Visual Representations via Physical Interactions,"Lerrel Pinto, Dhiraj Gandhi, Yuanfeng Han, Yong-Lae Park, Abhinav Gupta",http://arxiv.org/pdf/1604.01360v2,No journal ref found,none,cs.CV,Summary7290,1605.01138v2,2016-05-04T04:26:06Z,A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding,"Renqiao Zhang, Jiajun Wu, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum",http://arxiv.org/pdf/1605.01138v2,No journal ref found,none,cs.AI,Summary7291,1605.07722v2,2016-05-25T04:13:49Z,Yum-me: A Personalized Nutrient-based Meal Recommender System,"Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, Nicola Dell, Serge Belongie, Curtis Cole, Deborah Estrin",http://arxiv.org/pdf/1605.07722v2,No journal ref found,none,cs.HC,Summary7292,1605.08464v1,2016-05-26T22:34:37Z,Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance,"Vivek Sharma, Sule Yildirim-Yayilgan, Luc Van Gool",http://arxiv.org/pdf/1605.08464v1,No journal ref found,none,cs.CV,Summary7293,1605.09757v1,2016-05-31T18:35:44Z,Towards ontology driven learning of visual concept detectors,"Sanchit Arora, Chuck Cho, Paul Fitzpatrick, Francois Scharffe",http://arxiv.org/pdf/1605.09757v1,No journal ref found,none,cs.IR,Summary7294,1606.07419v2,2016-06-23T19:42:57Z,Learning to Poke by Poking: Experiential Learning of Intuitive Physics,"Pulkit Agrawal, Ashvin Nair, Pieter Abbeel, Jitendra Malik, Sergey Levine",http://arxiv.org/pdf/1606.07419v2,NIPS 2016,none,cs.CV,Summary7295,1607.01115v1,2016-07-05T05:35:22Z,Click Carving: Segmenting Objects in Video with Point Clicks,"Suyog Dutt Jain, Kristen Grauman",http://arxiv.org/pdf/1607.01115v1,No journal ref found,none,cs.CV,Summary7296,1607.02660v1,2016-07-09T20:34:48Z,Augmenting Supervised Emotion Recognition with Rule-Based Decision Model,"Amol Patwardhan, Gerald Knapp",http://arxiv.org/pdf/1607.02660v1,No journal ref found,none,cs.HC,Summary7297,1607.06264v1,2016-07-21T11:06:05Z,Left/Right Hand Segmentation in Egocentric Videos,"Alejandro Betancourt, Pietro Morerio, Emilia Barakova, Lucio Marcenaro, Matthias Rauterberg, Carlo Regazzoni",http://arxiv.org/pdf/1607.06264v1,No journal ref found,none,cs.HC,Summary7298,1607.08438v1,2016-07-28T13:10:27Z,Faceless Person Recognition; Privacy Implications in Social Media,"Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele",http://arxiv.org/pdf/1607.08438v1,No journal ref found,none,cs.CV,Summary7299,1607.08665v1,2016-07-28T23:27:13Z,Introspective Perception: Learning to Predict Failures in Vision Systems,"Shreyansh Daftry, Sam Zeng, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1607.08665v1,No journal ref found,none,cs.RO,Summary7300,1608.02165v1,2016-08-07T00:29:53Z,"ShapeFit and ShapeKick for Robust, Scalable Structure from Motion","Thomas Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto",http://arxiv.org/pdf/1608.02165v1,No journal ref found,none,cs.CV,Summary7301,1608.02833v4,2016-08-09T15:21:33Z,Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator,"Mundher Al-Shabi, Wooi Ping Cheah, Tee Connie",http://arxiv.org/pdf/1608.02833v4,No journal ref found,none,cs.CV,Summary7302,1608.04042v1,2016-08-14T01:07:29Z,Can Peripheral Representations Improve Clutter Metrics on Complex Scenes?,"Arturo Deza, Miguel P. Eckstein",http://arxiv.org/pdf/1608.04042v1,No journal ref found,none,cs.CV,Summary7303,1608.07068v2,2016-08-25T09:49:23Z,Title Generation for User Generated Videos,"Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun",http://arxiv.org/pdf/1608.07068v2,No journal ref found,none,cs.CV,Summary7304,1609.01710v1,2016-09-06T10:36:23Z,Automation of Pedestrian Tracking in a Crowded Situation,"Saman Saadat, Kardi Teknomo",http://arxiv.org/pdf/1609.01710v1,No journal ref found,none,cs.CV,Summary7305,1609.03058v1,2016-09-10T14:33:06Z,A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories,"Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, Zicheng Liu",http://arxiv.org/pdf/1609.03058v1,No journal ref found,none,cs.CV,Summary7306,1609.05258v2,2016-09-17T00:07:54Z,The ACRV Picking Benchmark (APB): A Robotic Shelf Picking Benchmark to Foster Reproducible Research,"Jürgen Leitner, Adam W. Tow, Jake E. Dean, Niko Suenderhauf, Joseph W. Durham, Matthew Cooper, Markus Eich, Christopher Lehnert, Ruben Mangels, Christopher McCool, Peter Kujala, Lachlan Nicholson, Trung Pham, James Sergeant, Liao Wu, Fangyi Zhang, Ben Upcroft, Peter Corke",http://arxiv.org/pdf/1609.05258v2,No journal ref found,none,cs.RO,Summary7307,1609.06838v1,2016-09-22T07:05:56Z,Deep-Learned Collision Avoidance Policy for Distributed Multi-Agent Navigation,"Pinxin Long, Wenxi Liu, Jia Pan",http://arxiv.org/pdf/1609.06838v1,No journal ref found,none,cs.AI,Summary7308,1610.01578v1,2016-10-05T19:32:55Z,A new algorithm for identity verification based on the analysis of a handwritten dynamic signature,"Krzysztof Cpalka, Marcin Zalasinski, Leszek Rutkowski",http://arxiv.org/pdf/1610.01578v1,"Applied Soft Computing, vol. 43, pp. 47-56, 2016",none,cs.CV,Summary7309,1610.06395v1,2016-07-26T03:19:58Z,Dynamic Probabilistic Network Based Human Action Recognition,"Anne Veenendaal, Eddie Jones, Zhao Gang, Elliot Daly, Sumalini Vartak, Rahul Patwardhan",http://arxiv.org/pdf/1610.06395v1,No journal ref found,none,cs.CV,Summary7310,1611.04021v2,2016-11-12T17:15:57Z,Leveraging Video Descriptions to Learn Video Question Answering,"Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun",http://arxiv.org/pdf/1611.04021v2,No journal ref found,none,cs.CV,Summary7311,1612.00132v1,2016-12-01T03:40:42Z,CDVAE: Co-embedding Deep Variational Auto Encoder for Conditional Variational Generation,"Jiajun Lu, Aditya Deshpande, David Forsyth",http://arxiv.org/pdf/1612.00132v1,No journal ref found,none,cs.CV,Summary7312,1612.03365v1,2016-12-11T02:19:22Z,Multiple Instance Learning: A Survey of Problem Characteristics and Applications,"Marc-André Carbonneau, Veronika Cheplygina, Eric Granger, Ghyslain Gagnon",http://arxiv.org/pdf/1612.03365v1,No journal ref found,none,cs.CV,Summary7313,1612.08825v1,2016-12-28T08:46:21Z,Accelerated Convolutions for Efficient Multi-Scale Time to Contact Computation in Julia,"Alexander Amini, Berthold Horn, Alan Edelman",http://arxiv.org/pdf/1612.08825v1,No journal ref found,none,cs.CV,Summary7314,1701.05498v1,2017-01-19T16:16:36Z,T-LESS: An RGB-D Dataset for 6D Pose Estimation of Texture-less Objects,"Tomas Hodan, Pavel Haluza, Stepan Obdrzalek, Jiri Matas, Manolis Lourakis, Xenophon Zabulis",http://arxiv.org/pdf/1701.05498v1,No journal ref found,none,cs.CV,Summary7315,1701.06641v1,2017-01-23T21:38:52Z,Perceptually Optimized Image Rendering,"Valero Laparra, Alex Berardino, Johannes Ballé, Eero P. Simoncelli",http://arxiv.org/pdf/1701.06641v1,No journal ref found,none,cs.CV,Summary7316,1702.07475v1,2017-02-24T06:37:06Z,Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making,"Fei Han, Xue Yang, Yu Zhang, Hao Zhang",http://arxiv.org/pdf/1702.07475v1,No journal ref found,none,cs.RO,Summary7317,1703.00503v1,2017-03-01T21:05:10Z,Learning Social Affordance Grammar from Videos: Transferring Human Interactions to Human-Robot Interactions,"Tianmin Shu, Xiaofeng Gao, Michael S. Ryoo, Song-Chun Zhu",http://arxiv.org/pdf/1703.00503v1,No journal ref found,none,cs.RO,Summary7318,1409.7591v1,2014-09-26T15:11:57Z,Topic Similarity Networks: Visual Analytics for Large Document Sets,"Arun S. Maiya, Robert M. Rolfe",http://arxiv.org/pdf/1409.7591v1,No journal ref found,none,cs.CL,Summary7319,1511.04970v2,2015-11-16T14:29:38Z,Learning about Spanish dialects through Twitter,"Bruno Gonçalves, David Sánchez",http://arxiv.org/pdf/1511.04970v2,"RILI, XVI 2 (28), 65-75 (2016)",none,stat.ML,Summary7320,1611.10277v1,2016-11-30T17:32:17Z,Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge,"Ryan J. Gallagher, Kyle Reing, David Kale, Greg Ver Steeg",http://arxiv.org/pdf/1611.10277v1,No journal ref found,none,cs.CL,Summary7321,1612.08543v1,2016-12-27T09:10:18Z,Distributed Real-Time Sentiment Analysis for Big Data Social Streams,Amir Hossein Akhavan Rahnama,http://arxiv.org/pdf/1612.08543v1,"IEEE 2014 International Conference on Control, Decision and Information Technologies (CoDIT)",none,stat.ML,Summary7322,0804.1302v1,2008-04-08T15:40:03Z,Bolasso: model consistent Lasso estimation through the bootstrap,Francis Bach,http://arxiv.org/pdf/0804.1302v1,No journal ref found,none,cs.LG,Summary7323,0809.1270v1,2008-09-08T04:18:17Z,Predictive Hypothesis Identification,Marcus Hutter,http://arxiv.org/pdf/0809.1270v1,No journal ref found,none,cs.LG,Summary7324,0901.4137v1,2009-01-26T23:05:06Z,Practical Robust Estimators for the Imprecise Dirichlet Model,Marcus Hutter,http://arxiv.org/pdf/0901.4137v1,"International Journal of Approximate Reasoning, 50:2 (2009) pages 231-242",none,math.ST,Summary7325,0902.3526v2,2009-02-20T07:39:13Z,Online Multi-task Learning with Hard Constraints,"Gabor Lugosi, Omiros Papaspiliopoulos, Gilles Stoltz",http://arxiv.org/pdf/0902.3526v2,No journal ref found,none,stat.ML,Summary7326,0906.4779v4,2009-06-25T19:15:44Z,Minimum Probability Flow Learning,"Jascha Sohl-Dickstein, Peter Battaglino, Michael R. DeWeese",http://arxiv.org/pdf/0906.4779v4,No journal ref found,none,cs.LG,Summary7327,0908.0050v2,2009-08-01T06:09:18Z,Online Learning for Matrix Factorization and Sparse Coding,"Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro",http://arxiv.org/pdf/0908.0050v2,Journal of Machine Learning Research 11 (2010) 19--60,none,stat.ML,Summary7328,0909.1933v2,2009-09-10T11:51:10Z,Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$-Mixing Processes,"Liva Ralaivola, Marie Szafranski, Guillaume Stempfel",http://arxiv.org/pdf/0909.1933v2,No journal ref found,none,cs.LG,Summary7329,0911.3633v1,2009-11-18T19:22:09Z,A Geometric Approach to Sample Compression,"Benjamin I. P. Rubinstein, J. Hyam Rubinstein",http://arxiv.org/pdf/0911.3633v1,No journal ref found,none,cs.LG,Summary7330,0911.4046v3,2009-11-20T13:44:28Z,Super-Linear Convergence of Dual Augmented-Lagrangian Algorithm for Sparsity Regularized Estimation,"Ryota Tomioka, Taiji Suzuki, Masashi Sugiyama",http://arxiv.org/pdf/0911.4046v3,"Journal of Machine Learning Research, 12(May):1537-1586, 2011",none,stat.ML,Summary7331,1001.0597v2,2010-01-04T22:47:31Z,Inference of global clusters from locally distributed data,XuanLong Nguyen,http://arxiv.org/pdf/1001.0597v2,"Published in Bayesian Analysis, 5(4), 817--846, 2010",none,stat.ME,Summary7332,1004.4668v3,2010-04-26T22:22:18Z,Evolutionary Inference for Function-valued Traits: Gaussian Process Regression on Phylogenies,"Nick S. Jones, John Moriarty",http://arxiv.org/pdf/1004.4668v3,Journal of the Royal Society Interface vol. 10 no. 78 20120616 (2013),none,q-bio.QM,Summary7333,1004.5194v1,2010-04-29T06:38:47Z,Clustering processes,Daniil Ryabko,http://arxiv.org/pdf/1004.5194v1,No journal ref found,none,cs.LG,Summary7334,1004.5229v3,2010-04-29T09:31:55Z,Optimism in Reinforcement Learning and Kullback-Leibler Divergence,"Sarah Filippi, Olivier Cappé, Aurélien Garivier",http://arxiv.org/pdf/1004.5229v3,No journal ref found,none,cs.LG,Summary7335,1005.0063v2,2010-05-01T11:06:12Z,Large Margin Multiclass Gaussian Classification with Differential Privacy,"Manas A. Pathak, Bhiksha Raj",http://arxiv.org/pdf/1005.0063v2,"Proceedings of the ECML/PKDD Workshop on Privacy and Security issues in Data Mining and Machine Learning, 2010",none,stat.ML,Summary7336,1005.0826v2,2010-05-05T19:41:55Z,Clustering processes,Daniil Ryabko,http://arxiv.org/pdf/1005.0826v2,27th International Conference on Machine Learning (2010) 919-926,none,cs.LG,Summary7337,1005.3579v1,2010-05-20T01:59:42Z,Graph-Structured Multi-task Regression and an Efficient Optimization Method for General Fused Lasso,"Xi Chen, Seyoung Kim, Qihang Lin, Jaime G. Carbonell, Eric P. Xing",http://arxiv.org/pdf/1005.3579v1,No journal ref found,none,stat.ML,Summary7338,1006.0375v1,2010-06-02T13:47:12Z,Information theoretic model validation for clustering,Joachim M. Buhmann,http://arxiv.org/pdf/1006.0375v1,No journal ref found,none,cs.IT,Summary7339,1006.1746v1,2010-06-09T09:02:44Z,Calibration and Internal no-Regret with Partial Monitoring,Vianney Perchet,http://arxiv.org/pdf/1006.1746v1,No journal ref found,none,cs.GT,Summary7340,1006.5060v2,2010-06-25T20:27:00Z,Learning sparse gradients for variable selection and dimension reduction,"Gui-Bo Ye, Xiaohui Xie",http://arxiv.org/pdf/1006.5060v2,No journal ref found,none,stat.ML,Summary7341,1007.0549v3,2010-07-04T13:11:40Z,Minimax Manifold Estimation,"Christopher Genovese, Marco Perone-Pacifico, Isabella Verdinelli, Larry Wasserman",http://arxiv.org/pdf/1007.0549v3,No journal ref found,none,stat.ML,Summary7342,1007.3622v4,2010-07-21T11:44:30Z,A generalized risk approach to path inference based on hidden Markov models,"Jüri Lember, Alexey A. Koloydenko",http://arxiv.org/pdf/1007.3622v4,No journal ref found,none,stat.ML,Summary7343,1008.3043v2,2010-08-18T08:36:21Z,Learning Functions of Few Arbitrary Linear Parameters in High Dimensions,"Massimo Fornasier, Karin Schnass, Jan Vybiral",http://arxiv.org/pdf/1008.3043v2,No journal ref found,none,math.NA,Summary7344,1008.3585v1,2010-08-20T23:07:54Z,Ultrametric and Generalized Ultrametric in Computational Logic and in Data Analysis,Fionn Murtagh,http://arxiv.org/pdf/1008.3585v1,No journal ref found,none,cs.LO,Summary7345,1008.4220v3,2010-08-25T07:28:08Z,Structured sparsity-inducing norms through submodular functions,Francis Bach,http://arxiv.org/pdf/1008.4220v3,"NIPS, Canada (2010)",none,cs.LG,Summary7346,1008.4973v1,2010-08-29T23:37:19Z,Entropy-Based Search Algorithm for Experimental Design,"N. K. Malakar, K. H. Knuth",http://arxiv.org/pdf/1008.4973v1,No journal ref found,none,stat.ML,Summary7347,1008.5090v1,2010-08-30T14:39:57Z,Fixed-point and coordinate descent algorithms for regularized kernel methods,Francesco Dinuzzo,http://arxiv.org/pdf/1008.5090v1,No journal ref found,none,cs.LG,Summary7348,1009.0499v1,2010-09-02T18:28:22Z,A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering,Yevgeny Seldin,http://arxiv.org/pdf/1009.0499v1,No journal ref found,none,cs.LG,Summary7349,1010.4207v2,2010-10-20T14:02:21Z,Convex Analysis and Optimization with Submodular Functions: a Tutorial,Francis Bach,http://arxiv.org/pdf/1010.4207v2,No journal ref found,none,cs.LG,Summary7350,1010.4237v2,2010-10-20T16:05:28Z,Robust PCA via Outlier Pursuit,"Huan Xu, Constantine Caramanis, Sujay Sanghavi",http://arxiv.org/pdf/1010.4237v2,No journal ref found,none,cs.LG,Summary7351,1011.0097v1,2010-10-30T18:30:43Z,Sparse Inverse Covariance Selection via Alternating Linearization Methods,"Katya Scheinberg, Shiqian Ma, Donald Goldfarb",http://arxiv.org/pdf/1011.0097v1,NIPS 2010,none,cs.LG,Summary7352,1011.0450v2,2010-11-01T20:59:12Z,From Sparse Signals to Sparse Residuals for Robust Sensing,"Vassilis Kekatos, Georgios B. Giannakis",http://arxiv.org/pdf/1011.0450v2,No journal ref found,none,stat.ML,Summary7353,1011.1518v3,2010-11-05T21:43:02Z,Robust Matrix Decomposition with Outliers,"Daniel Hsu, Sham M. Kakade, Tong Zhang",http://arxiv.org/pdf/1011.1518v3,No journal ref found,none,stat.ML,Summary7354,1011.3168v2,2010-11-14T00:17:02Z,Online Learning: Beyond Regret,"Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/1011.3168v2,No journal ref found,none,stat.ML,Summary7355,1011.3728v1,2010-11-16T15:31:25Z,PADDLE: Proximal Algorithm for Dual Dictionaries LEarning,"Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa",http://arxiv.org/pdf/1011.3728v1,No journal ref found,none,cs.LG,Summary7356,1011.6224v1,2010-11-29T13:34:02Z,Classifying extremely imbalanced data sets,"Markward Britsch, Nikolai Gagunashvili, Michael Schmelling",http://arxiv.org/pdf/1011.6224v1,"PoS ACAT2010:047,2010",none,physics.data-an,Summary7357,1012.0774v1,2010-12-03T15:58:47Z,An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA,"Matthias Hein, Thomas Bühler",http://arxiv.org/pdf/1012.0774v1,No journal ref found,none,cs.LG,Summary7358,1102.1465v6,2011-02-07T23:25:47Z,An Introduction to Artificial Prediction Markets for Classification,"Adrian Barbu, Nathan Lay",http://arxiv.org/pdf/1102.1465v6,"Journal of Machine Learning Research, 13, 2177-2204, 2012",none,stat.ML,Summary7359,1102.3176v3,2011-02-15T20:49:37Z,Selecting the rank of truncated SVD by Maximum Approximation Capacity,"Mario Frank, Joachim M. Buhmann",http://arxiv.org/pdf/1102.3176v3,"Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on, 2011, pages 1036-1040",none,cs.IT,Summary7360,1102.3887v1,2011-02-18T19:05:49Z,Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities,"Brian Eriksson, Gautam Dasarathy, Aarti Singh, Robert Nowak",http://arxiv.org/pdf/1102.3887v1,No journal ref found,none,cs.IT,Summary7361,1102.4807v3,2011-02-23T18:02:53Z,Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions,"Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright",http://arxiv.org/pdf/1102.4807v3,"Annals of Statistics 2012, Vol. 40, No. 2, 1171-1197",none,stat.ML,Summary7362,1102.5750v1,2011-02-28T19:31:41Z,"Neyman-Pearson classification, convexity and stochastic constraints","Philippe Rigollet, Xin Tong",http://arxiv.org/pdf/1102.5750v1,No journal ref found,none,stat.ML,Summary7363,1103.0769v2,2011-03-03T20:21:28Z,Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation,"Vassilis Kekatos, Georgios B. Giannakis",http://arxiv.org/pdf/1103.0769v2,No journal ref found,none,cs.LG,Summary7364,1103.0941v1,2011-03-04T16:29:04Z,Estimating $β$-mixing coefficients,"Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish",http://arxiv.org/pdf/1103.0941v1,No journal ref found,none,stat.ML,Summary7365,1103.0949v2,2011-03-04T17:04:20Z,Adapting to Non-stationarity with Growing Expert Ensembles,"Cosma Rohilla Shalizi, Abigail Z. Jacobs, Kristina Lisa Klinkner, Aaron Clauset",http://arxiv.org/pdf/1103.0949v2,No journal ref found,none,stat.ML,Summary7366,1103.2068v2,2011-03-10T16:15:42Z,COMET: A Recipe for Learning and Using Large Ensembles on Massive Data,"Justin D. Basilico, M. Arthur Munson, Tamara G. Kolda, Kevin R. Dixon, W. Philip Kegelmeyer",http://arxiv.org/pdf/1103.2068v2,"ICDM 2011: Proceedings of the 2011 IEEE International Conference on Data Mining, pp. 41-50, 2011",none,cs.LG,Summary7367,1105.1178v1,2011-05-05T21:24:37Z,Interpreting Graph Cuts as a Max-Product Algorithm,"Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel, Brendan J. Frey",http://arxiv.org/pdf/1105.1178v1,No journal ref found,none,cs.LG,Summary7368,1105.1951v2,2011-05-10T14:01:41Z,Self-configuration from a Machine-Learning Perspective,Wolfgang Konen,http://arxiv.org/pdf/1105.1951v2,No journal ref found,none,nlin.AO,Summary7369,1105.3931v1,2011-05-19T16:54:39Z,Behavior of Graph Laplacians on Manifolds with Boundary,"Xueyuan Zhou, Mikhail Belkin",http://arxiv.org/pdf/1105.3931v1,No journal ref found,none,cs.LG,Summary7370,1105.4042v3,2011-05-20T09:14:03Z,Adaptive and Optimal Online Linear Regression on L1-balls,"Sébastien Gerchinovitz, Jia Yuan Yu",http://arxiv.org/pdf/1105.4042v3,No journal ref found,none,stat.ML,Summary7371,1105.4385v1,2011-05-23T01:56:24Z,b-Bit Minwise Hashing for Large-Scale Linear SVM,"Ping Li, Joshua Moore, Christian Konig",http://arxiv.org/pdf/1105.4385v1,No journal ref found,none,cs.LG,Summary7372,1106.1925v2,2011-06-09T21:57:27Z,Ranking via Sinkhorn Propagation,"Ryan Prescott Adams, Richard S. Zemel",http://arxiv.org/pdf/1106.1925v2,No journal ref found,none,stat.ML,Summary7373,1106.5826v1,2011-06-29T00:53:15Z,A Dirty Model for Multiple Sparse Regression,"Ali Jalali, Pradeep Ravikumar, Sujay Sanghavi",http://arxiv.org/pdf/1106.5826v1,No journal ref found,none,cs.LG,Summary7374,1107.1736v4,2011-07-08T21:35:48Z,High-dimensional structure estimation in Ising models: Local separation criterion,"Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky",http://arxiv.org/pdf/1107.1736v4,"Annals of Statistics 2012, Vol. 40, No. 3, 1346-1375",none,stat.ML,Summary7375,1107.3133v2,2011-07-15T19:05:48Z,Robust Kernel Density Estimation,"JooSeuk Kim, Clayton D. Scott",http://arxiv.org/pdf/1107.3133v2,No journal ref found,none,stat.ML,Summary7376,1107.3258v1,2011-07-16T22:04:13Z,On Learning Discrete Graphical Models Using Greedy Methods,"Ali Jalali, Chris Johnson, Pradeep Ravikumar",http://arxiv.org/pdf/1107.3258v1,No journal ref found,none,cs.LG,Summary7377,1108.0775v2,2011-08-03T07:55:19Z,Optimization with Sparsity-Inducing Penalties,"Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski",http://arxiv.org/pdf/1108.0775v2,No journal ref found,none,cs.LG,Summary7378,1108.0895v1,2011-08-03T17:08:11Z,Accurate Estimators for Improving Minwise Hashing and b-Bit Minwise Hashing,"Ping Li, Christian Konig",http://arxiv.org/pdf/1108.0895v1,No journal ref found,none,stat.ML,Summary7379,1108.1766v1,2011-08-08T18:04:02Z,Activized Learning: Transforming Passive to Active with Improved Label Complexity,Steve Hanneke,http://arxiv.org/pdf/1108.1766v1,No journal ref found,none,stat.ML,Summary7380,1108.2840v1,2011-08-14T03:47:14Z,Generalised elastic nets,"Miguel Á. Carreira-Perpiñán, Geoffrey J. Goodhill",http://arxiv.org/pdf/1108.2840v1,No journal ref found,none,q-bio.NC,Summary7381,1108.3072v1,2011-08-15T19:53:55Z,Training Logistic Regression and SVM on 200GB Data Using b-Bit Minwise Hashing and Comparisons with Vowpal Wabbit (VW),"Ping Li, Anshumali Shrivastava, Christian Konig",http://arxiv.org/pdf/1108.3072v1,No journal ref found,none,cs.LG,Summary7382,1108.5397v1,2011-08-26T21:21:51Z,Prediction of peptide bonding affinity: kernel methods for nonlinear modeling,"Charles Bergeron, Theresa Hepburn, C. Matthew Sundling, Michael Krein, Bill Katt, Nagamani Sukumar, Curt M. Breneman, Kristin P. Bennett",http://arxiv.org/pdf/1108.5397v1,No journal ref found,none,stat.ML,Summary7383,1110.1769v1,2011-10-08T21:24:36Z,On the trade-off between complexity and correlation decay in structural learning algorithms,"José Bento, Andrea Montanari",http://arxiv.org/pdf/1110.1769v1,No journal ref found,none,stat.ML,Summary7384,1110.2529v2,2011-10-11T23:27:42Z,The Generalization Ability of Online Algorithms for Dependent Data,"Alekh Agarwal, John C. Duchi",http://arxiv.org/pdf/1110.2529v2,No journal ref found,none,stat.ML,Summary7385,1110.2899v1,2011-10-13T11:34:21Z,Discovering Emerging Topics in Social Streams via Link Anomaly Detection,"Toshimitsu Takahashi, Ryota Tomioka, Kenji Yamanishi",http://arxiv.org/pdf/1110.2899v1,No journal ref found,none,stat.ML,Summary7386,1110.3564v4,2011-10-17T02:52:20Z,Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems,"David R. Karger, Sewoong Oh, Devavrat Shah",http://arxiv.org/pdf/1110.3564v4,No journal ref found,none,cs.LG,Summary7387,1110.3592v2,2011-10-17T07:51:59Z,"Information, learning and falsification",David Balduzzi,http://arxiv.org/pdf/1110.3592v2,No journal ref found,none,cs.IT,Summary7388,1110.5383v2,2011-10-24T23:47:21Z,Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs,"Hyokun Yun, S. V. N. Vishwanathan",http://arxiv.org/pdf/1110.5383v2,No journal ref found,none,stat.ML,Summary7389,1110.6084v3,2011-10-27T14:09:12Z,The multi-armed bandit problem with covariates,"Vianney Perchet, Philippe Rigollet",http://arxiv.org/pdf/1110.6084v3,"Annals of Statistics 2013, Vol. 41, No. 2, 693-721",none,math.ST,Summary7390,1110.6886v3,2011-10-31T18:22:24Z,PAC-Bayesian Inequalities for Martingales,"Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor, Peter Auer",http://arxiv.org/pdf/1110.6886v3,No journal ref found,none,cs.LG,Summary7391,1112.2315v1,2011-12-11T01:52:50Z,Adaptive Forgetting Factor Fictitious Play,"Michalis Smyrnakis, David S. Leslie",http://arxiv.org/pdf/1112.2315v1,No journal ref found,none,stat.ML,Summary7392,1112.5441v1,2011-12-22T20:29:32Z,Finding Density Functionals with Machine Learning,"John C. Snyder, Matthias Rupp, Katja Hansen, Klaus-Robert Müller, Kieron Burke",http://arxiv.org/pdf/1112.5441v1,No journal ref found,none,physics.comp-ph,Summary7393,1112.5629v2,2011-12-23T18:25:17Z,High-Rank Matrix Completion and Subspace Clustering with Missing Data,"Brian Eriksson, Laura Balzano, Robert Nowak",http://arxiv.org/pdf/1112.5629v2,No journal ref found,none,cs.IT,Summary7394,1112.6411v1,2011-12-29T20:35:40Z,High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods,"Christopher C. Johnson, Ali Jalali, Pradeep Ravikumar",http://arxiv.org/pdf/1112.6411v1,No journal ref found,none,cs.LG,Summary7395,1201.0794v2,2012-01-04T00:43:53Z,Sparse Nonparametric Graphical Models,"John Lafferty, Han Liu, Larry Wasserman",http://arxiv.org/pdf/1201.0794v2,"Statistical Science 2012, Vol. 27, No. 4, 519-537",none,stat.ML,Summary7396,1201.1587v3,2012-01-07T21:15:32Z,Feature Selection via Regularized Trees,"Houtao Deng, George Runger",http://arxiv.org/pdf/1201.1587v3,No journal ref found,none,cs.LG,Summary7397,1201.4002v1,2012-01-19T10:06:29Z,Adaptive Policies for Sequential Sampling under Incomplete Information and a Cost Constraint,"Apostolos Burnetas, Odysseas Kanavetas",http://arxiv.org/pdf/1201.4002v1,No journal ref found,none,stat.ML,Summary7398,1201.6530v3,2012-01-31T12:59:50Z,Random Feature Maps for Dot Product Kernels,"Purushottam Kar, Harish Karnick",http://arxiv.org/pdf/1201.6530v3,"Journal of Machine Learning Research, W&CP 22 (2012) 583-591",none,cs.LG,Summary7399,1202.0786v2,2012-02-03T17:44:36Z,Minimax Rates of Estimation for Sparse PCA in High Dimensions,"Vincent Q. Vu, Jing Lei",http://arxiv.org/pdf/1202.0786v2,No journal ref found,none,stat.ML,Summary7400,1202.2143v1,2012-02-09T22:31:01Z,Active Bayesian Optimization: Minimizing Minimizer Entropy,"Il Memming Park, Marcel Nassar, Mijung Park",http://arxiv.org/pdf/1202.2143v1,No journal ref found,none,stat.ME,Summary7401,1202.3760v1,2012-02-14T16:41:17Z,Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks,"Vinayak Rao, Yee Whye Teh",http://arxiv.org/pdf/1202.3760v1,No journal ref found,none,stat.ME,Summary7402,1202.3765v1,2012-02-14T16:41:17Z,Learning mixed graphical models from data with p larger than n,"Inma Tur, Robert Castelo",http://arxiv.org/pdf/1202.3765v1,No journal ref found,none,stat.ME,Summary7403,1202.3772v2,2012-02-14T16:41:17Z,Rank/Norm Regularization with Closed-Form Solutions: Application to Subspace Clustering,"Yao-Liang Yu, Dale Schuurmans",http://arxiv.org/pdf/1202.3772v2,No journal ref found,none,cs.LG,Summary7404,1202.6548v2,2012-02-29T13:49:10Z,mlpy: Machine Learning Python,"Davide Albanese, Roberto Visintainer, Stefano Merler, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello",http://arxiv.org/pdf/1202.6548v2,No journal ref found,none,cs.MS,Summary7405,1205.0079v2,2012-05-01T03:37:13Z,Complexity Analysis of the Lasso Regularization Path,"Julien Mairal, Bin Yu",http://arxiv.org/pdf/1205.0079v2,No journal ref found,none,stat.ML,Summary7406,1205.0411v2,2012-05-02T12:49:19Z,Hypothesis testing using pairwise distances and associated kernels (with Appendix),"Dino Sejdinovic, Arthur Gretton, Bharath Sriperumbudur, Kenji Fukumizu",http://arxiv.org/pdf/1205.0411v2,No journal ref found,none,cs.LG,Summary7407,1205.1245v2,2012-05-06T20:18:13Z,Sparse group lasso and high dimensional multinomial classification,"Martin Vincent, Niels Richard Hansen",http://arxiv.org/pdf/1205.1245v2,No journal ref found,none,stat.ML,Summary7408,1205.1287v7,2012-05-07T06:15:15Z,Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG via Block Sparse Bayesian Learning,"Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao",http://arxiv.org/pdf/1205.1287v7,No journal ref found,none,stat.ML,Summary7409,1205.2056v1,2012-05-09T18:20:32Z,Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks,"Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson",http://arxiv.org/pdf/1205.2056v1,No journal ref found,none,cs.SI,Summary7410,1205.2172v2,2012-05-10T07:02:20Z,Modularity-Based Clustering for Network-Constrained Trajectories,"Mohamed Khalil El Mahrsi, Fabrice Rossi",http://arxiv.org/pdf/1205.2172v2,No journal ref found,none,stat.ML,Summary7411,1205.2282v1,2012-05-10T14:44:31Z,A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms,"Matthieu Durut, Benoît Patra, Fabrice Rossi",http://arxiv.org/pdf/1205.2282v1,"20-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Bruges : Belgium (2012)",none,stat.ML,Summary7412,1205.2334v2,2012-05-10T18:25:06Z,Sparse Approximation via Penalty Decomposition Methods,"Zhaosong Lu, Yong Zhang",http://arxiv.org/pdf/1205.2334v2,No journal ref found,none,cs.LG,Summary7413,1205.2617v1,2012-05-09T18:26:23Z,Modeling Discrete Interventional Data using Directed Cyclic Graphical Models,"Mark Schmidt, Kevin Murphy",http://arxiv.org/pdf/1205.2617v1,No journal ref found,none,stat.ML,Summary7414,1205.2618v1,2012-05-09T18:25:09Z,BPR: Bayesian Personalized Ranking from Implicit Feedback,"Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, Lars Schmidt-Thieme",http://arxiv.org/pdf/1205.2618v1,No journal ref found,none,cs.IR,Summary7415,1205.2622v1,2012-05-09T17:26:42Z,Using the Gene Ontology Hierarchy when Predicting Gene Function,"Sara Mostafavi, Quaid Morris",http://arxiv.org/pdf/1205.2622v1,No journal ref found,none,cs.LG,Summary7416,1205.2632v1,2012-05-09T15:49:12Z,Improving Compressed Counting,Ping Li,http://arxiv.org/pdf/1205.2632v1,No journal ref found,none,cs.DS,Summary7417,1205.2641v1,2012-05-09T15:30:07Z,Bayesian Discovery of Linear Acyclic Causal Models,"Patrik O. Hoyer, Antti Hyttinen",http://arxiv.org/pdf/1205.2641v1,No journal ref found,none,stat.ML,Summary7418,1205.2648v1,2012-05-09T15:13:59Z,Learning Continuous-Time Social Network Dynamics,"Yu Fan, Christian R. Shelton",http://arxiv.org/pdf/1205.2648v1,No journal ref found,none,cs.SI,Summary7419,1205.2656v1,2012-05-09T14:54:51Z,Convex Coding,"David M. Bradley, J Andrew Bagnell",http://arxiv.org/pdf/1205.2656v1,No journal ref found,none,cs.LG,Summary7420,1205.4159v2,2012-05-18T13:56:17Z,Theory of Dependent Hierarchical Normalized Random Measures,"Changyou Chen, Wray Buntine, Nan Ding",http://arxiv.org/pdf/1205.4159v2,No journal ref found,none,cs.LG,Summary7421,1205.4476v3,2012-05-21T01:46:04Z,Soft Rule Ensembles for Statistical Learning,"Deniz Akdemir, Nicolas Heslot",http://arxiv.org/pdf/1205.4476v3,No journal ref found,none,stat.ML,Summary7422,1205.4481v4,2012-05-21T03:29:17Z,Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure,"Hua Ouyang, Alexander Gray",http://arxiv.org/pdf/1205.4481v4,No journal ref found,none,cs.LG,Summary7423,1205.6031v2,2012-05-28T05:47:52Z,Towards a Mathematical Foundation of Immunology and Amino Acid Chains,"Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale",http://arxiv.org/pdf/1205.6031v2,No journal ref found,none,stat.ML,Summary7424,1205.6326v2,2012-05-29T10:59:30Z,A Framework for Evaluating Approximation Methods for Gaussian Process Regression,"Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray",http://arxiv.org/pdf/1205.6326v2,No journal ref found,none,stat.ML,Summary7425,1205.6523v1,2012-05-30T01:23:01Z,Finding Important Genes from High-Dimensional Data: An Appraisal of Statistical Tests and Machine-Learning Approaches,"Chamont Wang, Jana Gevertz, Chaur-Chin Chen, Leonardo Auslender",http://arxiv.org/pdf/1205.6523v1,No journal ref found,none,stat.ML,Summary7426,1206.0771v1,2012-06-04T21:22:26Z,Topological graph clustering with thin position,Jesse Johnson,http://arxiv.org/pdf/1206.0771v1,No journal ref found,none,math.GT,Summary7427,1206.1270v2,2012-06-06T16:42:27Z,Factoring nonnegative matrices with linear programs,"Victor Bittorf, Benjamin Recht, Christopher Re, Joel A. Tropp",http://arxiv.org/pdf/1206.1270v2,No journal ref found,none,math.OC,Summary7428,1206.3236v1,2012-06-13T14:17:24Z,Learning Inclusion-Optimal Chordal Graphs,"Vincent Auvray, Louis Wehenkel",http://arxiv.org/pdf/1206.3236v1,No journal ref found,none,cs.LG,Summary7429,1206.3237v1,2012-06-13T14:17:43Z,Clique Matrices for Statistical Graph Decomposition and Parameterising Restricted Positive Definite Matrices,David Barber,http://arxiv.org/pdf/1206.3237v1,No journal ref found,none,cs.DM,Summary7430,1206.3287v1,2012-06-13T15:45:39Z,Learning the Bayesian Network Structure: Dirichlet Prior versus Data,Harald Steck,http://arxiv.org/pdf/1206.3287v1,No journal ref found,none,cs.LG,Summary7431,1206.3298v2,2012-06-13T15:56:33Z,Continuous Time Dynamic Topic Models,"Chong Wang, David Blei, David Heckerman",http://arxiv.org/pdf/1206.3298v2,No journal ref found,none,cs.IR,Summary7432,1206.3713v4,2012-06-16T23:20:09Z,Learning the Structure and Parameters of Large-Population Graphical Games from Behavioral Data,"Jean Honorio, Luis Ortiz",http://arxiv.org/pdf/1206.3713v4,"Journal of Machine Learning Research (JMLR), 16(Jul):1249--1274, 2015",none,cs.LG,Summary7433,1206.4602v1,2012-06-18T14:41:11Z,Quasi-Newton Methods: A New Direction,"Philipp Hennig, Martin Kiefel",http://arxiv.org/pdf/1206.4602v1,No journal ref found,none,cs.NA,Summary7434,1206.4608v1,2012-06-18T14:44:28Z,A Hybrid Algorithm for Convex Semidefinite Optimization,Soeren Laue,http://arxiv.org/pdf/1206.4608v1,No journal ref found,none,cs.LG,Summary7435,1206.4616v1,2012-06-18T15:02:12Z,A Hierarchical Dirichlet Process Model with Multiple Levels of Clustering for Human EEG Seizure Modeling,"Drausin Wulsin, Shane Jensen, Brian Litt",http://arxiv.org/pdf/1206.4616v1,No journal ref found,none,stat.AP,Summary7436,1206.4622v1,2012-06-18T15:05:52Z,A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training,"Aaron Defazio, Tiberio Caetano",http://arxiv.org/pdf/1206.4622v1,No journal ref found,none,cs.LG,Summary7437,1206.4632v1,2012-06-18T15:12:01Z,"A Complete Analysis of the l_1,p Group-Lasso","Julia Vogt, Volker Roth",http://arxiv.org/pdf/1206.4632v1,No journal ref found,none,cs.LG,Summary7438,1206.4634v1,2012-06-18T15:14:24Z,Artist Agent: A Reinforcement Learning Approach to Automatic Stroke Generation in Oriental Ink Painting,"Ning Xie, Hirotaka Hachiya, Masashi Sugiyama",http://arxiv.org/pdf/1206.4634v1,No journal ref found,none,cs.LG,Summary7439,1206.4640v1,2012-06-18T15:18:05Z,Stability of matrix factorization for collaborative filtering,"Yu-Xiang Wang, Huan Xu",http://arxiv.org/pdf/1206.4640v1,No journal ref found,none,cs.NA,Summary7440,1206.4642v1,2012-06-18T15:18:51Z,Fast Computation of Subpath Kernel for Trees,"Daisuke Kimura, Hisashi Kashima",http://arxiv.org/pdf/1206.4642v1,No journal ref found,none,cs.DS,Summary7441,1206.4645v1,2012-06-18T15:19:58Z,Ensemble Methods for Convex Regression with Applications to Geometric Programming Based Circuit Design,"Lauren Hannah, David Dunson",http://arxiv.org/pdf/1206.4645v1,No journal ref found,none,cs.LG,Summary7442,1206.4668v1,2012-06-18T15:33:25Z,Approximate Principal Direction Trees,"Mark McCartin-Lim, Andrew McGregor, Rui Wang",http://arxiv.org/pdf/1206.4668v1,No journal ref found,none,cs.LG,Summary7443,1206.4674v1,2012-06-18T15:36:16Z,Comparison-Based Learning with Rank Nets,"Amin Karbasi, Stratis Ioannidis, laurent Massoulie",http://arxiv.org/pdf/1206.4674v1,No journal ref found,none,cs.LG,Summary7444,1206.4682v1,2012-06-18T15:40:32Z,Copula-based Kernel Dependency Measures,"Barnabas Poczos, Zoubin Ghahramani, Jeff Schneider",http://arxiv.org/pdf/1206.4682v1,No journal ref found,none,cs.LG,Summary7445,1206.5102v1,2012-06-22T10:24:55Z,Hidden Markov Models with mixtures as emission distributions,"Stevenn Volant, Caroline Bérard, Marie-Laure Martin-Magniette, Stéphane Robin",http://arxiv.org/pdf/1206.5102v1,No journal ref found,none,stat.ML,Summary7446,1206.5267v1,2012-06-20T15:03:41Z,Collaborative Filtering and the Missing at Random Assumption,"Benjamin Marlin, Richard S. Zemel, Sam Roweis, Malcolm Slaney",http://arxiv.org/pdf/1206.5267v1,No journal ref found,none,cs.LG,Summary7447,1206.5270v1,2012-06-20T15:04:47Z,Nonparametric Bayes Pachinko Allocation,"Wei Li, David Blei, Andrew McCallum",http://arxiv.org/pdf/1206.5270v1,No journal ref found,none,cs.IR,Summary7448,1206.5278v1,2012-06-20T15:08:36Z,Fast Nonparametric Conditional Density Estimation,"Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell",http://arxiv.org/pdf/1206.5278v1,No journal ref found,none,stat.ME,Summary7449,1206.5282v1,2012-06-20T15:14:16Z,A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables,Jiji Zhang,http://arxiv.org/pdf/1206.5282v1,No journal ref found,none,stat.ME,Summary7450,1206.6141v1,2012-06-26T23:39:00Z,Directed Time Series Regression for Control,"Yi-Hao Kao, Benjamin Van Roy",http://arxiv.org/pdf/1206.6141v1,No journal ref found,none,cs.LG,Summary7451,1206.6380v1,2012-06-27T19:59:59Z,Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring,"Sungjin Ahn, Anoop Korattikara, Max Welling",http://arxiv.org/pdf/1206.6380v1,No journal ref found,none,cs.LG,Summary7452,1206.6385v1,2012-06-27T19:59:59Z,Improved Estimation in Time Varying Models,"Doina Precup, Philip Bachman",http://arxiv.org/pdf/1206.6385v1,No journal ref found,none,cs.LG,Summary7453,1206.6388v1,2012-06-27T19:59:59Z,Canonical Trends: Detecting Trend Setters in Web Data,"Felix Biessmann, Jens-Michalis Papaioannou, Mikio Braun, Andreas Harth",http://arxiv.org/pdf/1206.6388v1,No journal ref found,none,cs.LG,Summary7454,1206.6389v3,2012-06-27T19:59:59Z,Poisoning Attacks against Support Vector Machines,"Battista Biggio, Blaine Nelson, Pavel Laskov",http://arxiv.org/pdf/1206.6389v3,No journal ref found,none,cs.LG,Summary7455,1206.6392v1,2012-06-27T19:59:59Z,Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription,"Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent",http://arxiv.org/pdf/1206.6392v1,No journal ref found,none,cs.LG,Summary7456,1206.6394v1,2012-06-27T19:59:59Z,Nonparametric Link Prediction in Dynamic Networks,"Purnamrita Sarkar, Deepayan Chakrabarti, Michael Jordan",http://arxiv.org/pdf/1206.6394v1,No journal ref found,none,cs.LG,Summary7457,1206.6395v1,2012-06-27T19:59:59Z,Convergence Rates for Differentially Private Statistical Estimation,"Kamalika Chaudhuri, Daniel Hsu",http://arxiv.org/pdf/1206.6395v1,No journal ref found,none,cs.LG,Summary7458,1206.6404v1,2012-06-27T19:59:59Z,Policy Gradients with Variance Related Risk Criteria,"Dotan Di Castro, Aviv Tamar, Shie Mannor",http://arxiv.org/pdf/1206.6404v1,No journal ref found,none,cs.LG,Summary7459,1206.6409v1,2012-06-27T19:59:59Z,Scaling Up Coordinate Descent Algorithms for Large $\ell_1$ Regularization Problems,"Chad Scherrer, Mahantesh Halappanavar, Ambuj Tewari, David Haglin",http://arxiv.org/pdf/1206.6409v1,No journal ref found,none,cs.LG,Summary7460,1206.6411v1,2012-06-27T19:59:59Z,On the Difficulty of Nearest Neighbor Search,"Junfeng He, Sanjiv Kumar, Shih-Fu Chang",http://arxiv.org/pdf/1206.6411v1,No journal ref found,none,cs.LG,Summary7461,1206.6414v1,2012-06-27T19:59:59Z,The Nonparametric Metadata Dependent Relational Model,"Dae Il Kim, Michael Hughes, Erik Sudderth",http://arxiv.org/pdf/1206.6414v1,No journal ref found,none,cs.LG,Summary7462,1206.6420v1,2012-06-27T19:59:59Z,Distributed Parameter Estimation via Pseudo-likelihood,"Qiang Liu, Alexander Ihler",http://arxiv.org/pdf/1206.6420v1,No journal ref found,none,cs.LG,Summary7463,1206.6430v1,2012-06-27T19:59:59Z,Variational Bayesian Inference with Stochastic Search,"John Paisley, David Blei, Michael Jordan",http://arxiv.org/pdf/1206.6430v1,No journal ref found,none,cs.LG,Summary7464,1206.6432v1,2012-06-27T19:59:59Z,Sparse Support Vector Infinite Push,Alain Rakotomamonjy,http://arxiv.org/pdf/1206.6432v1,No journal ref found,none,cs.LG,Summary7465,1206.6433v1,2012-06-27T19:59:59Z,Copula Mixture Model for Dependency-seeking Clustering,"Melanie Rey, Volker Roth",http://arxiv.org/pdf/1206.6433v1,No journal ref found,none,stat.ME,Summary7466,1206.6441v1,2012-06-27T19:59:59Z,A Topic Model for Melodic Sequences,"Athina Spiliopoulou, Amos Storkey",http://arxiv.org/pdf/1206.6441v1,No journal ref found,none,cs.LG,Summary7467,1206.6443v2,2012-06-27T19:59:59Z,Isoelastic Agents and Wealth Updates in Machine Learning Markets,"Amos Storkey, Jono Millin, Krzysztof Geras",http://arxiv.org/pdf/1206.6443v2,No journal ref found,none,cs.LG,Summary7468,1206.6452v1,2012-06-27T19:59:59Z,Smoothness and Structure Learning by Proxy,"Benjamin Yackley, Terran Lane",http://arxiv.org/pdf/1206.6452v1,No journal ref found,none,cs.LG,Summary7469,1206.6468v1,2012-06-27T19:59:59Z,Variational Inference in Non-negative Factorial Hidden Markov Models for Efficient Audio Source Separation,"Gautham Mysore, Maneesh Sahani",http://arxiv.org/pdf/1206.6468v1,No journal ref found,none,cs.LG,Summary7470,1206.6470v1,2012-06-27T19:59:59Z,A Combinatorial Algebraic Approach for the Identifiability of Low-Rank Matrix Completion,"Franz Kiraly, Ryota Tomioka",http://arxiv.org/pdf/1206.6470v1,No journal ref found,none,cs.LG,Summary7471,1206.6474v1,2012-06-27T19:59:59Z,Estimation of Simultaneously Sparse and Low Rank Matrices,"Emile Richard, Pierre-Andre Savalle, Nicolas Vayatis",http://arxiv.org/pdf/1206.6474v1,No journal ref found,none,cs.DS,Summary7472,1206.6487v1,2012-06-27T19:59:59Z,An Adaptive Algorithm for Finite Stochastic Partial Monitoring,"Gabor Bartok, Navid Zolghadr, Csaba Szepesvari",http://arxiv.org/pdf/1206.6487v1,No journal ref found,none,cs.LG,Summary7473,1206.6488v1,2012-06-27T19:59:59Z,The Nonparanormal SKEPTIC,"Han Liu, Fang Han, Ming Yuan, John Lafferty, Larry Wasserman",http://arxiv.org/pdf/1206.6488v1,No journal ref found,none,stat.ME,Summary7474,1206.6824v1,2012-06-27T15:41:07Z,Gene Expression Time Course Clustering with Countably Infinite Hidden Markov Models,"Matthew Beal, Praveen Krishnamurthy",http://arxiv.org/pdf/1206.6824v1,No journal ref found,none,cs.LG,Summary7475,1206.6833v1,2012-06-27T16:18:05Z,Matrix Tile Analysis,"Inmar Givoni, Vincent Cheung, Brendan J. Frey",http://arxiv.org/pdf/1206.6833v1,No journal ref found,none,cs.LG,Summary7476,1206.6845v1,2012-06-27T16:21:35Z,Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation,"Ian Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling",http://arxiv.org/pdf/1206.6845v1,No journal ref found,none,stat.ME,Summary7477,1206.6857v1,2012-06-27T16:26:27Z,Faster Gaussian Summation: Theory and Experiment,"Dongryeol Lee, Alexander G. Gray",http://arxiv.org/pdf/1206.6857v1,No journal ref found,none,cs.LG,Summary7478,1206.7112v1,2012-06-29T19:33:47Z,A Hybrid Method for Distance Metric Learning,"Yi-Hao Kao, Benjamin Van Roy, Daniel Rubin, Jiajing Xu, Jessica Faruque, Sandy Napel",http://arxiv.org/pdf/1206.7112v1,No journal ref found,none,cs.LG,Summary7479,1208.1237v3,2012-08-06T18:49:07Z,Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization,"Nicolas Gillis, Stephen A. Vavasis",http://arxiv.org/pdf/1208.1237v3,"IEEE Trans. on Pattern Analysis and Machine Intelligence 36 (4), pp. 698-714, 2014",none,stat.ML,Summary7480,1208.2572v1,2012-08-13T13:02:33Z,Nonparametric sparsity and regularization,"Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro verri",http://arxiv.org/pdf/1208.2572v1,No journal ref found,none,stat.ML,Summary7481,1208.3943v1,2012-08-20T08:48:40Z,Performance Tuning Of J48 Algorithm For Prediction Of Soil Fertility,Jay Gholap,http://arxiv.org/pdf/1208.3943v1,"Published in Asian Journal of Computer Science and Information Technology,Vol 2,No. 8 (2012)",none,cs.LG,Summary7482,1212.0171v1,2012-12-02T00:34:04Z,Message-Passing Algorithms for Quadratic Minimization,"Nicholas Ruozzi, Sekhar Tatikonda",http://arxiv.org/pdf/1212.0171v1,"Journal of Machine Learning Research. 14 (Aug) :2287-2314, 2013",none,cs.IT,Summary7483,1212.0388v1,2012-12-03T13:53:39Z,Hypergraph and protein function prediction with gene expression data,Loc Tran,http://arxiv.org/pdf/1212.0388v1,No journal ref found,none,stat.ML,Summary7484,1212.0463v2,2012-12-03T17:42:45Z,Nonparametric risk bounds for time-series forecasting,"Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish",http://arxiv.org/pdf/1212.0463v2,No journal ref found,none,math.ST,Summary7485,1212.0467v1,2012-12-03T17:57:50Z,Low-rank Matrix Completion using Alternating Minimization,"Prateek Jain, Praneeth Netrapalli, Sujay Sanghavi",http://arxiv.org/pdf/1212.0467v1,No journal ref found,none,stat.ML,Summary7486,1212.0960v1,2012-12-05T08:15:36Z,Evaluating Classifiers Without Expert Labels,"Hyun Joon Jung, Matthew Lease",http://arxiv.org/pdf/1212.0960v1,No journal ref found,none,cs.LG,Summary7487,1212.1131v1,2012-12-05T19:03:39Z,Using Wikipedia to Boost SVD Recommender Systems,"Gilad Katz, Guy Shani, Bracha Shapira, Lior Rokach",http://arxiv.org/pdf/1212.1131v1,No journal ref found,none,cs.LG,Summary7488,1212.1824v2,2012-12-08T18:22:42Z,Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes,"Ohad Shamir, Tong Zhang",http://arxiv.org/pdf/1212.1824v2,No journal ref found,none,cs.LG,Summary7489,1212.2002v2,2012-12-10T09:22:06Z,A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method,"Simon Lacoste-Julien, Mark Schmidt, Francis Bach",http://arxiv.org/pdf/1212.2002v2,No journal ref found,none,cs.LG,Summary7490,1212.2442v1,2012-10-19T15:04:12Z,Active Collaborative Filtering,"Craig Boutilier, Richard S. Zemel, Benjamin Marlin",http://arxiv.org/pdf/1212.2442v1,No journal ref found,none,cs.IR,Summary7491,1212.2462v1,2012-10-19T15:04:52Z,A New Algorithm for Maximum Likelihood Estimation in Gaussian Graphical Models for Marginal Independence,"Mathias Drton, Thomas S. Richardson",http://arxiv.org/pdf/1212.2462v1,No journal ref found,none,stat.ME,Summary7492,1212.2508v1,2012-10-19T15:08:51Z,Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes,"Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang",http://arxiv.org/pdf/1212.2508v1,No journal ref found,none,cs.LG,Summary7493,1212.2517v1,2012-10-19T15:08:06Z,Learning Module Networks,"Eran Segal, Dana Peer, Aviv Regev, Daphne Koller, Nir Friedman",http://arxiv.org/pdf/1212.2517v1,No journal ref found,none,cs.LG,Summary7494,1212.2573v1,2012-12-11T18:22:31Z,Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs,"K. S. Sesh Kumar, Francis Bach",http://arxiv.org/pdf/1212.2573v1,No journal ref found,none,cs.LG,Summary7495,1212.2767v1,2012-12-12T10:55:27Z,Bayesian one-mode projection for dynamic bipartite graphs,"Ioannis Psorakis, Iead Rezek, Zach Frankel, Stephen J. Roberts",http://arxiv.org/pdf/1212.2767v1,No journal ref found,none,stat.ML,Summary7496,1212.2834v2,2012-12-12T15:02:20Z,Dictionary Subselection Using an Overcomplete Joint Sparsity Model,"Mehrdad Yaghoobi, Laurent Daudet, Michael E. Davies",http://arxiv.org/pdf/1212.2834v2,No journal ref found,none,cs.LG,Summary7497,1212.3850v1,2012-12-16T23:22:56Z,Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees,"Nima Noorshams, Martin J. Wainwright",http://arxiv.org/pdf/1212.3850v1,No journal ref found,none,cs.IT,Summary7498,1212.4137v1,2012-12-17T20:53:35Z,Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes,"Peter Richtárik, Martin Takáč, Selin Damla Ahipaşaoğlu",http://arxiv.org/pdf/1212.4137v1,No journal ref found,none,stat.ML,Summary7499,1212.4174v1,2012-12-17T21:43:31Z,Feature Clustering for Accelerating Parallel Coordinate Descent,"Chad Scherrer, Ambuj Tewari, Mahantesh Halappanavar, David Haglin",http://arxiv.org/pdf/1212.4174v1,No journal ref found,none,stat.ML,Summary7500,1212.4507v2,2012-12-18T21:06:10Z,Variational Optimization,"Joe Staines, David Barber",http://arxiv.org/pdf/1212.4507v2,No journal ref found,none,stat.ML,Summary7501,1212.4775v3,2012-12-19T18:12:34Z,Role Mining with Probabilistic Models,"Mario Frank, Joachim M. Buhmann, David Basin",http://arxiv.org/pdf/1212.4775v3,No journal ref found,none,cs.CR,Summary7502,1212.4777v1,2012-12-19T18:14:51Z,A Practical Algorithm for Topic Modeling with Provable Guarantees,"Sanjeev Arora, Rong Ge, Yoni Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu",http://arxiv.org/pdf/1212.4777v1,No journal ref found,none,cs.LG,Summary7503,1212.5156v3,2012-12-20T17:41:23Z,Nonparametric ridge estimation,"Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli, Larry Wasserman",http://arxiv.org/pdf/1212.5156v3,"Annals of Statistics, Vol. 42, No. 4, 1511-1545 (2014)",none,math.ST,Summary7504,1212.6018v1,2012-12-25T11:01:48Z,Exponentially Weighted Moving Average Charts for Detecting Concept Drift,"Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand",http://arxiv.org/pdf/1212.6018v1,"Pattern Recognition Letters, 33(2) 191-198, 2012",none,stat.ML,Summary7505,1212.6110v1,2012-12-26T02:14:41Z,Hyperplane Arrangements and Locality-Sensitive Hashing with Lift,"Makiko Konoshima, Yui Noma",http://arxiv.org/pdf/1212.6110v1,No journal ref found,none,cs.LG,Summary7506,1302.0082v1,2013-02-01T05:35:48Z,Distribution-Free Distribution Regression,"Barnabas Poczos, Alessandro Rinaldo, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1302.0082v1,No journal ref found,none,stat.ML,Summary7507,1302.1611v2,2013-02-06T23:20:20Z,Bounded regret in stochastic multi-armed bandits,"Sébastien Bubeck, Vianney Perchet, Philippe Rigollet",http://arxiv.org/pdf/1302.1611v2,No journal ref found,none,math.ST,Summary7508,1302.1733v1,2013-02-07T12:49:57Z,Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy,"Fernando González, Lluís A. Belanche",http://arxiv.org/pdf/1302.1733v1,No journal ref found,none,q-bio.QM,Summary7509,1302.2671v3,2013-02-12T00:01:02Z,Latent Self-Exciting Point Process Model for Spatial-Temporal Networks,"Yoon-Sik Cho, Aram Galstyan, P. Jeffrey Brantingham, George Tita",http://arxiv.org/pdf/1302.2671v3,"DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS SERIES B, Vol. 19, pp. 1335-1354, 2014",none,cs.SI,Summary7510,1302.2672v1,2013-02-12T00:14:44Z,Competing With Strategies,"Wei Han, Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1302.2672v1,No journal ref found,none,stat.ML,Summary7511,1302.2684v4,2013-02-12T01:48:14Z,A Tensor Approach to Learning Mixed Membership Community Models,"Anima Anandkumar, Rong Ge, Daniel Hsu, Sham M. Kakade",http://arxiv.org/pdf/1302.2684v4,No journal ref found,none,cs.LG,Summary7512,1302.2752v3,2013-02-12T10:20:21Z,Adaptive Metric Dimensionality Reduction,"Lee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer",http://arxiv.org/pdf/1302.2752v3,No journal ref found,none,cs.LG,Summary7513,1302.3590v1,2013-02-13T14:15:20Z,Bayesian Learning of Loglinear Models for Neural Connectivity,"Kathryn Blackmond Laskey, Laura Martignon",http://arxiv.org/pdf/1302.3590v1,No journal ref found,none,cs.LG,Summary7514,1302.3639v5,2013-02-14T22:12:40Z,A Latent Source Model for Nonparametric Time Series Classification,"George H. Chen, Stanislav Nikolov, Devavrat Shah",http://arxiv.org/pdf/1302.3639v5,No journal ref found,none,stat.ML,Summary7515,1302.3668v1,2013-02-15T03:54:53Z,Bio-inspired data mining: Treating malware signatures as biosequences,"Ajit Narayanan, Yi Chen",http://arxiv.org/pdf/1302.3668v1,No journal ref found,none,cs.LG,Summary7516,1302.4343v1,2013-02-18T16:42:27Z,On Translation Invariant Kernels and Screw Functions,"Purushottam Kar, Harish Karnick",http://arxiv.org/pdf/1302.4343v1,No journal ref found,none,math.FA,Summary7517,1302.4773v1,2013-02-19T22:59:44Z,Optimal Discriminant Functions Based On Sampled Distribution Distance for Modulation Classification,"Paulo Urriza, Eric Rebeiz, Danijela Cabric",http://arxiv.org/pdf/1302.4773v1,No journal ref found,none,stat.ML,Summary7518,1302.4922v4,2013-02-20T14:53:13Z,Structure Discovery in Nonparametric Regression through Compositional Kernel Search,"David Duvenaud, James Robert Lloyd, Roger Grosse, Joshua B. Tenenbaum, Zoubin Ghahramani",http://arxiv.org/pdf/1302.4922v4,No journal ref found,none,stat.ML,Summary7519,1302.6009v1,2013-02-25T07:20:19Z,On learning parametric-output HMMs,"Aryeh Kontorovich, Boaz Nadler, Roi Weiss",http://arxiv.org/pdf/1302.6009v1,No journal ref found,none,cs.LG,Summary7520,1302.6194v1,2013-02-25T18:56:49Z,Phoneme discrimination using $KS$-algebra II,"Ondrej Such, Lenka Mackovicova",http://arxiv.org/pdf/1302.6194v1,No journal ref found,none,cs.SD,Summary7521,1302.6768v2,2013-02-27T13:47:45Z,Missing Entries Matrix Approximation and Completion,"Gil Shabat, Yaniv Shmueli, Amir Averbuch",http://arxiv.org/pdf/1302.6768v2,No journal ref found,none,math.NA,Summary7522,0910.0483v1,2009-10-05T19:43:40Z,Statistical Decision Making for Authentication and Intrusion Detection,"Christos Dimitrakakis, Aikaterini Mitrokotsa",http://arxiv.org/pdf/0910.0483v1,No journal ref found,none,stat.ML,Summary7523,0910.5761v1,2009-10-30T01:10:44Z,Which graphical models are difficult to learn?,"Jose Bento, Andrea Montanari",http://arxiv.org/pdf/0910.5761v1,No journal ref found,none,stat.ML,Summary7524,1002.0747v3,2010-02-03T14:11:06Z,Efficient Bayesian Learning in Social Networks with Gaussian Estimators,"Elchanan Mossel, Noah Olsman, Omer Tamuz",http://arxiv.org/pdf/1002.0747v3,No journal ref found,none,stat.AP,Summary7525,1002.4658v2,2010-02-24T23:24:17Z,Principal Component Analysis with Contaminated Data: The High Dimensional Case,"Huan Xu, Constantine Caramanis, Shie Mannor",http://arxiv.org/pdf/1002.4658v2,No journal ref found,none,stat.ML,Summary7526,1104.1436v1,2011-04-07T20:05:48Z,Efficient First Order Methods for Linear Composite Regularizers,"Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu",http://arxiv.org/pdf/1104.1436v1,No journal ref found,none,cs.LG,Summary7527,1104.1672v3,2011-04-09T04:25:04Z,Dimension-free tail inequalities for sums of random matrices,"Daniel Hsu, Sham M. Kakade, Tong Zhang",http://arxiv.org/pdf/1104.1672v3,No journal ref found,none,math.PR,Summary7528,1104.1872v3,2011-04-11T08:04:59Z,Convex and Network Flow Optimization for Structured Sparsity,"Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1104.1872v3,Journal of Machine Learning Research 12 (2011) 2681?2720,none,math.OC,Summary7529,1104.2930v3,2011-04-14T21:29:10Z,Cluster Forests,"Donghui Yan, Aiyou Chen, Michael I. Jordan",http://arxiv.org/pdf/1104.2930v3,"Computational Statistics and Data Analysis 2013, Vol. 66, 178-192",none,stat.ME,Summary7530,1104.3792v1,2011-04-19T16:19:03Z,A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem,"J. Duan, Charles Soussen, David Brie, Jerome Idier, Y. -P. Wang",http://arxiv.org/pdf/1104.3792v1,No journal ref found,none,stat.ML,Summary7531,1104.5061v2,2011-04-27T01:21:05Z,On Combining Machine Learning with Decision Making,"Theja Tulabandhula, Cynthia Rudin",http://arxiv.org/pdf/1104.5061v2,No journal ref found,none,math.OC,Summary7532,1104.5070v1,2011-04-27T04:11:10Z,Online Learning: Stochastic and Constrained Adversaries,"Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/1104.5070v1,No journal ref found,none,stat.ML,Summary7533,1104.5466v1,2011-04-28T18:46:06Z,Notes on a New Philosophy of Empirical Science,Daniel Burfoot,http://arxiv.org/pdf/1104.5466v1,No journal ref found,none,cs.LG,Summary7534,1111.5280v4,2011-11-22T18:41:12Z,Stochastic gradient descent on Riemannian manifolds,Silvere Bonnabel,http://arxiv.org/pdf/1111.5280v4,"IEEE Transactions on Automatic Control, Vol 58 (9), pages 2217 - 2229, Sept 2013",none,math.OC,Summary7535,1111.5648v1,2011-11-23T23:25:57Z,Falsification and future performance,David Balduzzi,http://arxiv.org/pdf/1111.5648v1,No journal ref found,none,stat.ML,Summary7536,1109.0105v2,2011-09-01T06:43:23Z,Differentially Private Online Learning,"Prateek Jain, Pravesh Kothari, Abhradeep Thakurta",http://arxiv.org/pdf/1109.0105v2,No journal ref found,none,cs.LG,Summary7537,1109.3701v2,2011-09-16T19:35:13Z,Active Ranking using Pairwise Comparisons,"Kevin G. Jamieson, Robert D. Nowak",http://arxiv.org/pdf/1109.3701v2,No journal ref found,none,cs.LG,Summary7538,1109.4347v1,2011-09-20T16:53:29Z,VC dimension of ellipsoids,"Yohji Akama, Kei Irie",http://arxiv.org/pdf/1109.4347v1,No journal ref found,none,math.CO,Summary7539,1109.4540v2,2011-09-21T14:29:33Z,Manifold estimation and singular deconvolution under Hausdorff loss,"Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli, Larry Wasserman",http://arxiv.org/pdf/1109.4540v2,"Annals of Statistics 2012, Vol. 40, No. 2, 941-963",none,math.ST,Summary7540,1204.0870v1,2012-04-04T05:49:56Z,Relax and Localize: From Value to Algorithms,"Alexander Rakhlin, Ohad Shamir, Karthik Sridharan",http://arxiv.org/pdf/1204.0870v1,No journal ref found,none,cs.LG,Summary7541,1204.1437v1,2012-04-06T08:55:38Z,Fast projections onto mixed-norm balls with applications,Suvrit Sra,http://arxiv.org/pdf/1204.1437v1,No journal ref found,none,stat.ML,Summary7542,1204.1685v2,2012-04-07T21:49:22Z,Density-sensitive semisupervised inference,"Martin Azizyan, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1204.1685v2,"Annals of Statistics 2013, Vol. 41, No. 2, 751-771",none,math.ST,Summary7543,1204.1688v3,2012-04-07T22:33:22Z,The asymptotics of ranking algorithms,"John C. Duchi, Lester Mackey, Michael I. Jordan",http://arxiv.org/pdf/1204.1688v3,"Annals of Statistics 2013, Vol. 41, No. 5, 2292-2323",none,math.ST,Summary7544,1204.1800v2,2012-04-09T05:53:27Z,"On Power-law Kernels, corresponding Reproducing Kernel Hilbert Space and Applications","Debarghya Ghoshdastidar, Ambedkar Dukkipati",http://arxiv.org/pdf/1204.1800v2,No journal ref found,none,cs.LG,Summary7545,1204.2477v1,2012-04-11T15:35:43Z,A Simple Explanation of A Spectral Algorithm for Learning Hidden Markov Models,Matthew James Johnson,http://arxiv.org/pdf/1204.2477v1,No journal ref found,none,stat.ME,Summary7546,1204.2581v1,2012-04-11T22:14:05Z,Modeling Relational Data via Latent Factor Blockmodel,"Sheng Gao, Ludovic Denoyer, Patrick Gallinari",http://arxiv.org/pdf/1204.2581v1,No journal ref found,none,cs.DS,Summary7547,1204.2588v1,2012-04-11T22:58:46Z,Probabilistic Latent Tensor Factorization Model for Link Pattern Prediction in Multi-relational Networks,"Sheng Gao, Ludovic Denoyer, Patrick Gallinari",http://arxiv.org/pdf/1204.2588v1,No journal ref found,none,cs.SI,Summary7548,1204.3972v3,2012-04-18T04:43:24Z,EigenGP: Sparse Gaussian process models with data-dependent eigenfunctions,"Yuan Qi, Bo Dai, Yao Zhu",http://arxiv.org/pdf/1204.3972v3,No journal ref found,none,cs.LG,Summary7549,1204.4166v2,2012-04-18T19:21:59Z,Message passing with relaxed moment matching,"Yuan Qi, Yandong Guo",http://arxiv.org/pdf/1204.4166v2,No journal ref found,none,cs.LG,Summary7550,1204.4539v3,2012-04-20T06:24:37Z,Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows,"Julien Mairal, Bin Yu",http://arxiv.org/pdf/1204.4539v3,Journal of Machine Learning Research 14(Aug) (2013) 2449-2485,none,stat.ML,Summary7551,1209.0001v1,2012-08-30T20:40:06Z,An Improved Bound for the Nystrom Method for Large Eigengap,"Mehrdad Mahdavi, Tianbao Yang, Rong Jin",http://arxiv.org/pdf/1209.0001v1,No journal ref found,none,cs.LG,Summary7552,1209.0125v2,2012-09-01T19:27:19Z,A History of Cluster Analysis Using the Classification Societys Bibliography Over Four Decades,"Fionn Murtagh, Michael J. Kurtz",http://arxiv.org/pdf/1209.0125v2,No journal ref found,none,cs.DL,Summary7553,1209.0368v1,2012-09-03T14:46:14Z,Proximal methods for the latent group lasso penalty,"Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri",http://arxiv.org/pdf/1209.0368v1,No journal ref found,none,math.OC,Summary7554,1209.1557v4,2012-09-07T14:46:49Z,Learning Model-Based Sparsity via Projected Gradient Descent,"Sohail Bahmani, Petros T. Boufounos, Bhiksha Raj",http://arxiv.org/pdf/1209.1557v4,"IEEE Transactions on Information Theory 62(4):2092--2099, 2016",none,stat.ML,Summary7555,1209.1873v2,2012-09-10T03:25:29Z,Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization,"Shai Shalev-Shwartz, Tong Zhang",http://arxiv.org/pdf/1209.1873v2,No journal ref found,none,stat.ML,Summary7556,1209.2388v3,2012-09-11T18:16:56Z,On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization,Ohad Shamir,http://arxiv.org/pdf/1209.2388v3,No journal ref found,none,cs.LG,Summary7557,1209.2693v1,2012-09-12T19:14:21Z,Regret Bounds for Restless Markov Bandits,"Ronald Ortner, Daniil Ryabko, Peter Auer, Rémi Munos",http://arxiv.org/pdf/1209.2693v1,"Proceedings of ALT, Lyon, France, LNCS 7568, pp.214-228, 2012",none,cs.LG,Summary7558,1209.3352v4,2012-09-15T03:27:11Z,Thompson Sampling for Contextual Bandits with Linear Payoffs,"Shipra Agrawal, Navin Goyal",http://arxiv.org/pdf/1209.3352v4,No journal ref found,none,cs.LG,Summary7559,1209.3353v1,2012-09-15T03:41:18Z,Further Optimal Regret Bounds for Thompson Sampling,"Shipra Agrawal, Navin Goyal",http://arxiv.org/pdf/1209.3353v1,No journal ref found,none,cs.LG,Summary7560,1209.4115v2,2012-09-18T22:37:10Z,Transferring Subspaces Between Subjects in Brain-Computer Interfacing,"Wojciech Samek, Frank C. Meinecke, Klaus-Robert Müller",http://arxiv.org/pdf/1209.4115v2,"W. Samek, F. C. Meinecke and K-R. M\""uller, Transferring Subspaces Between Subjects in Brain-Computer Interfacing, IEEE Transactions on Biomedical Engineering, 2013",none,stat.ML,Summary7561,1209.4129v3,2012-09-19T01:27:40Z,Comunication-Efficient Algorithms for Statistical Optimization,"Yuchen Zhang, John C. Duchi, Martin Wainwright",http://arxiv.org/pdf/1209.4129v3,No journal ref found,none,stat.ML,Summary7562,1209.4951v3,2012-09-22T01:50:43Z,An efficient model-free estimation of multiclass conditional probability,"Tu Xu, Junhui Wang",http://arxiv.org/pdf/1209.4951v3,No journal ref found,none,stat.ML,Summary7563,1209.5350v3,2012-09-24T18:11:02Z,Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints,"Animashree Anandkumar, Daniel Hsu, Adel Javanmard, Sham M. Kakade",http://arxiv.org/pdf/1209.5350v3,No journal ref found,none,stat.ML,Summary7564,1209.5549v1,2012-09-25T09:23:41Z,Towards a learning-theoretic analysis of spike-timing dependent plasticity,"David Balduzzi, Michel Besserve",http://arxiv.org/pdf/1209.5549v1,No journal ref found,none,q-bio.NC,Summary7565,1209.5561v1,2012-09-25T09:59:56Z,Supervised Blockmodelling,Leto Peel,http://arxiv.org/pdf/1209.5561v1,No journal ref found,none,cs.LG,Summary7566,1209.6001v1,2012-09-26T16:41:59Z,Bayesian Mixture Models for Frequent Itemset Discovery,"Ruefei He, Jonathan Shapiro",http://arxiv.org/pdf/1209.6001v1,No journal ref found,none,cs.LG,Summary7567,1209.6004v1,2012-09-26T17:00:21Z,The Issue-Adjusted Ideal Point Model,"Sean M. Gerrish, David M. Blei",http://arxiv.org/pdf/1209.6004v1,No journal ref found,none,stat.ML,Summary7568,1209.6419v1,2012-09-28T04:12:14Z,Partial Gaussian Graphical Model Estimation,"Xiao-Tong Yuan, Tong Zhang",http://arxiv.org/pdf/1209.6419v1,No journal ref found,none,cs.LG,Summary7569,1211.0028v1,2012-10-31T20:56:16Z,"Understanding the Interaction between Interests, Conversations and Friendships in Facebook","Qirong Ho, Rong Yan, Rajat Raina, Eric P. Xing",http://arxiv.org/pdf/1211.0028v1,No journal ref found,none,cs.SI,Summary7570,1211.0358v2,2012-11-02T03:13:08Z,Deep Gaussian Processes,"Andreas C. Damianou, Neil D. Lawrence",http://arxiv.org/pdf/1211.0358v2,No journal ref found,none,stat.ML,Summary7571,1211.0439v1,2012-11-02T12:46:24Z,Learning curves for multi-task Gaussian process regression,"Simon R. F. Ashton, Peter Sollich",http://arxiv.org/pdf/1211.0439v1,No journal ref found,none,cs.LG,Summary7572,1211.0587v2,2012-11-03T00:41:46Z,Partition Tree Weighting,"Joel Veness, Martha White, Michael Bowling, András György",http://arxiv.org/pdf/1211.0587v2,No journal ref found,none,cs.IT,Summary7573,1211.0632v2,2012-11-03T19:05:56Z,Stochastic ADMM for Nonsmooth Optimization,"Hua Ouyang, Niao He, Alexander Gray",http://arxiv.org/pdf/1211.0632v2,No journal ref found,none,cs.LG,Summary7574,1211.0801v1,2012-11-05T09:36:40Z,Discussion: Latent variable graphical model selection via convex optimization,Ming Yuan,http://arxiv.org/pdf/1211.0801v1,"Annals of Statistics 2012, Vol. 40, No. 4, 1968-1972",none,math.ST,Summary7575,1211.0806v1,2012-11-05T09:51:07Z,Discussion: Latent variable graphical model selection via convex optimization,"Steffen Lauritzen, Nicolai Meinshausen",http://arxiv.org/pdf/1211.0806v1,"Annals of Statistics 2012, Vol. 40, No. 4, 1973-1977",none,math.ST,Summary7576,1211.0808v1,2012-11-05T09:59:33Z,Discussion: Latent variable graphical model selection via convex optimization,Martin J. Wainwright,http://arxiv.org/pdf/1211.0808v1,"Annals of Statistics 2012, Vol. 40, No. 4, 1978-1983",none,math.ST,Summary7577,1211.0817v1,2012-11-05T10:32:57Z,Discussion: Latent variable graphical model selection via convex optimization,"Emmanuel J. Candés, Mahdi Soltanolkotabi",http://arxiv.org/pdf/1211.0817v1,"Annals of Statistics 2012, Vol. 40, No. 4, 1997-2004",none,math.ST,Summary7578,1211.0835v1,2012-11-05T11:33:03Z,Rejoinder: Latent variable graphical model selection via convex optimization,"Venkat Chandrasekaran, Pablo A. Parrilo, Alan S. Willsky",http://arxiv.org/pdf/1211.0835v1,"Annals of Statistics 2012, Vol. 40, No. 4, 2005-2013",none,math.ST,Summary7579,1211.1082v3,2012-11-06T00:21:32Z,Active and passive learning of linear separators under log-concave distributions,"Maria Florina Balcan, Philip M. Long",http://arxiv.org/pdf/1211.1082v3,No journal ref found,none,cs.LG,Summary7580,1211.1328v2,2012-11-06T17:58:39Z,Random walk kernels and learning curves for Gaussian process regression on random graphs,"Matthew Urry, Peter Sollich",http://arxiv.org/pdf/1211.1328v2,JMLR(14):1801-1835 2013,none,stat.ML,Summary7581,1211.1716v2,2012-11-07T22:50:51Z,Blind Signal Separation in the Presence of Gaussian Noise,"Mikhail Belkin, Luis Rademacher, James Voss",http://arxiv.org/pdf/1211.1716v2,No journal ref found,none,cs.LG,Summary7582,1211.2073v1,2012-11-09T08:34:25Z,LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data,"Yang Lu, Mengying Wang, Kenny Q. Zhu, Bo Yuan",http://arxiv.org/pdf/1211.2073v1,No journal ref found,none,cs.LG,Summary7583,1211.2190v4,2012-11-09T17:21:48Z,Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains,"Jesse Read, Luca Martino, David Luengo",http://arxiv.org/pdf/1211.2190v4,"Pattern Recognition, Volume 47, Issue 3, Pages: 1535-1546, 2014",none,cs.LG,Summary7584,1211.2227v3,2012-11-09T20:47:23Z,Efficient learning of simplices,"Joseph Anderson, Navin Goyal, Luis Rademacher",http://arxiv.org/pdf/1211.2227v3,No journal ref found,none,cs.LG,Summary7585,1211.2459v3,2012-11-11T20:49:28Z,Measures of Entropy from Data Using Infinitely Divisible Kernels,"Luis G. Sanchez Giraldo, Murali Rao, Jose C. Principe",http://arxiv.org/pdf/1211.2459v3,No journal ref found,none,cs.LG,Summary7586,1211.2476v1,2012-11-11T23:09:02Z,Random Utility Theory for Social Choice,"Hossein Azari Soufiani, David C. Parkes, Lirong Xia",http://arxiv.org/pdf/1211.2476v1,No journal ref found,none,cs.MA,Summary7587,1211.2532v3,2012-11-12T08:35:26Z,Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation,"Dominique Guillot, Bala Rajaratnam, Benjamin T. Rolfs, Arian Maleki, Ian Wong",http://arxiv.org/pdf/1211.2532v3,No journal ref found,none,stat.CO,Summary7588,1211.2717v1,2012-11-12T18:08:34Z,Proximal Stochastic Dual Coordinate Ascent,"Shai Shalev-Shwartz, Tong Zhang",http://arxiv.org/pdf/1211.2717v1,No journal ref found,none,stat.ML,Summary7589,1211.2891v1,2012-11-13T05:30:36Z,Boosting Simple Collaborative Filtering Models Using Ensemble Methods,"Ariel Bar, Lior Rokach, Guy Shani, Bracha Shapira, Alon Schclar",http://arxiv.org/pdf/1211.2891v1,No journal ref found,none,cs.IR,Summary7590,1211.3010v1,2012-11-13T14:54:47Z,Time-series Scenario Forecasting,Sriharsha Veeramachaneni,http://arxiv.org/pdf/1211.3010v1,No journal ref found,none,stat.ML,Summary7591,1211.3444v1,2012-11-14T22:05:09Z,Spectral Clustering: An empirical study of Approximation Algorithms and its Application to the Attrition Problem,"B. Cung, T. Jin, J. Ramirez, A. Thompson, C. Boutsidis, D. Needell",http://arxiv.org/pdf/1211.3444v1,No journal ref found,none,cs.LG,Summary7592,1211.4289v3,2012-11-19T02:59:14Z,Application of three graph Laplacian based semi-supervised learning methods to protein function prediction problem,Loc Tran,http://arxiv.org/pdf/1211.4289v3,No journal ref found,none,cs.LG,Summary7593,1211.4321v1,2012-11-19T07:40:51Z,Bayesian nonparametric models for ranked data,"Francois Caron, Yee Whye Teh",http://arxiv.org/pdf/1211.4321v1,No journal ref found,none,stat.ML,Summary7594,1211.4909v7,2012-11-21T01:06:49Z,Fast Marginalized Block Sparse Bayesian Learning Algorithm,"Benyuan Liu, Zhilin Zhang, Hongqi Fan, Qiang Fu",http://arxiv.org/pdf/1211.4909v7,No journal ref found,none,cs.IT,Summary7595,1211.5037v3,2012-11-21T14:09:56Z,Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes,"François Caron, Yee Whye Teh, Thomas Brendan Murphy",http://arxiv.org/pdf/1211.5037v3,"Annals of Applied Statistics 2014, Vol. 8, No. 2, 1145-1181",none,stat.ML,Summary7596,1211.5414v1,2012-11-23T06:11:54Z,Analysis of a randomized approximation scheme for matrix multiplication,"Daniel Hsu, Sham M. Kakade, Tong Zhang",http://arxiv.org/pdf/1211.5414v1,No journal ref found,none,cs.DS,Summary7597,1211.5901v1,2012-11-26T09:55:27Z,Bayesian learning of noisy Markov decision processes,"Sumeetpal S. Singh, Nicolas Chopin, Nick Whiteley",http://arxiv.org/pdf/1211.5901v1,No journal ref found,none,stat.ML,Summary7598,1211.6302v3,2012-11-27T13:46:59Z,Duality between subgradient and conditional gradient methods,Francis Bach,http://arxiv.org/pdf/1211.6302v3,No journal ref found,none,cs.LG,Summary7599,1211.6687v4,2012-11-28T18:05:56Z,"Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices",Nicolas Gillis,http://arxiv.org/pdf/1211.6687v4,"SIAM J. Matrix Anal. & Appl. 34 (3), pp. 1189-1212, 2013",none,stat.ML,Summary7600,1211.6859v1,2012-11-29T09:35:30Z,Overlapping clustering based on kernel similarity metric,"Chiheb-Eddine Ben NCir, Nadia Essoussi, Patrice Bertrand",http://arxiv.org/pdf/1211.6859v1,"Second Meeting on Statistics and Data Mining Second Meeting on Statistics and Data Mining March 11-12, 2010",none,stat.ML,Summary7601,1211.7276v1,2012-11-26T15:01:15Z,Efficient algorithms for robust recovery of images from compressed data,"Duc Son Pham, Svetha Venkatesh",http://arxiv.org/pdf/1211.7276v1,No journal ref found,none,cs.IT,Summary7602,1211.7369v1,2012-11-30T20:50:40Z,Approximate Rank-Detecting Factorization of Low-Rank Tensors,"Franz J. Király, Andreas Ziehe",http://arxiv.org/pdf/1211.7369v1,No journal ref found,none,stat.ML,Summary7603,1301.0551v1,2012-12-12T15:55:05Z,Learning Hierarchical Object Maps Of Non-Stationary Environments with mobile robots,"Dragomir Anguelov, Rahul Biswas, Daphne Koller, Benson Limketkai, Sebastian Thrun",http://arxiv.org/pdf/1301.0551v1,No journal ref found,none,cs.LG,Summary7604,1301.0556v1,2012-12-12T15:55:25Z,"Learning with Scope, with Application to Information Extraction and Classification","David Blei, J Andrew Bagnell, Andrew McCallum",http://arxiv.org/pdf/1301.0556v1,No journal ref found,none,cs.LG,Summary7605,1301.0587v1,2012-12-12T15:57:31Z,Optimal Time Bounds for Approximate Clustering,"Ramgopal Mettu, Greg Plaxton",http://arxiv.org/pdf/1301.0587v1,No journal ref found,none,cs.DS,Summary7606,1301.0588v1,2012-12-12T15:57:35Z,Expectation-Propogation for the Generative Aspect Model,"Thomas P. Minka, John Lafferty",http://arxiv.org/pdf/1301.0588v1,No journal ref found,none,cs.LG,Summary7607,1301.1218v3,2013-01-07T15:04:43Z,Finding the True Frequent Itemsets,"Matteo Riondato, Fabio Vandin",http://arxiv.org/pdf/1301.1218v3,No journal ref found,none,cs.LG,Summary7608,1301.2194v1,2013-01-10T17:23:11Z,Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigation,"Steven M. Hill, Sach Mukherjee",http://arxiv.org/pdf/1301.2194v1,No journal ref found,none,stat.ML,Summary7609,1301.2266v1,2013-01-10T16:23:18Z,Variational MCMC,"Nando de Freitas, Pedro Hojen-Sorensen, Michael I. Jordan, Stuart Russell",http://arxiv.org/pdf/1301.2266v1,No journal ref found,none,cs.LG,Summary7610,1301.2303v1,2013-01-10T16:25:59Z,Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments,"Alexandrin Popescul, Lyle H. Ungar, David M Pennock, Steve Lawrence",http://arxiv.org/pdf/1301.2303v1,No journal ref found,none,cs.IR,Summary7611,1301.2659v1,2013-01-12T07:51:14Z,A Triclustering Approach for Time Evolving Graphs,"Romain Guigourès, Marc Boullé, Fabrice Rossi",http://arxiv.org/pdf/1301.2659v1,"Co-clustering and Applications International Conference on Data Mining Workshop, Brussels : Belgium (2012)",none,cs.LG,Summary7612,1301.3347v1,2013-01-15T14:00:55Z,Multi-agent learning using Fictitious Play and Extended Kalman Filter,Michalis Smyrnakis,http://arxiv.org/pdf/1301.3347v1,No journal ref found,none,cs.MA,Summary7613,1301.3528v1,2013-01-15T23:19:14Z,An Efficient Sufficient Dimension Reduction Method for Identifying Genetic Variants of Clinical Significance,"Momiao Xiong, Long Ma",http://arxiv.org/pdf/1301.3528v1,No journal ref found,none,q-bio.GN,Summary7614,1301.3877v1,2013-01-16T15:51:38Z,The Anchors Hierachy: Using the triangle inequality to survive high dimensional data,Andrew Moore,http://arxiv.org/pdf/1301.3877v1,No journal ref found,none,cs.LG,Summary7615,1301.3890v1,2013-01-16T15:52:30Z,Monte Carlo Inference via Greedy Importance Sampling,"Dale Schuurmans, Finnegan Southey",http://arxiv.org/pdf/1301.3890v1,No journal ref found,none,cs.LG,Summary7616,1301.4168v2,2013-01-17T17:37:56Z,Herded Gibbs Sampling,"Luke Bornn, Yutian Chen, Nando de Freitas, Mareija Eskelin, Jing Fang, Max Welling",http://arxiv.org/pdf/1301.4168v2,No journal ref found,none,cs.LG,Summary7617,1301.4171v1,2013-01-17T17:46:27Z,Affinity Weighted Embedding,"Jason Weston, Ron Weiss, Hector Yee",http://arxiv.org/pdf/1301.4171v1,No journal ref found,none,cs.IR,Summary7618,1301.4666v6,2013-01-20T15:54:22Z,A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization,"Dan Garber, Elad Hazan",http://arxiv.org/pdf/1301.4666v6,No journal ref found,none,cs.LG,Summary7619,1301.4679v2,2013-01-20T20:01:54Z,Cellular Tree Classifiers,"Gérard Biau, Luc Devroye",http://arxiv.org/pdf/1301.4679v2,No journal ref found,none,stat.ML,Summary7620,1301.4767v2,2013-01-21T07:02:50Z,A Linear Time Active Learning Algorithm for Link Classification -- Full Version --,"Nicolo Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella",http://arxiv.org/pdf/1301.4767v2,No journal ref found,none,cs.LG,Summary7621,1301.4769v2,2013-01-21T07:28:44Z,A Correlation Clustering Approach to Link Classification in Signed Networks -- Full Version --,"Nicolo Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella",http://arxiv.org/pdf/1301.4769v2,No journal ref found,none,cs.LG,Summary7622,1301.4917v1,2013-01-21T16:27:17Z,Dirichlet draws are sparse with high probability,Matus Telgarsky,http://arxiv.org/pdf/1301.4917v1,No journal ref found,none,cs.LG,Summary7623,1301.4944v1,2013-01-21T18:17:05Z,Evaluation of a Supervised Learning Approach for Stock Market Operations,"Marcelo S. Lauretto, Barbara B. C. Silva, Pablo M. Andrade",http://arxiv.org/pdf/1301.4944v1,No journal ref found,none,stat.ML,Summary7624,1301.5288v3,2013-01-22T19:19:38Z,The connection between Bayesian estimation of a Gaussian random field and RKHS,"Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto",http://arxiv.org/pdf/1301.5288v3,No journal ref found,none,stat.ML,Summary7625,1301.6314v2,2013-01-27T03:45:30Z,"Equitability Analysis of the Maximal Information Coefficient, with Comparisons","David Reshef, Yakir Reshef, Michael Mitzenmacher, Pardis Sabeti",http://arxiv.org/pdf/1301.6314v2,No journal ref found,none,cs.LG,Summary7626,1301.6626v1,2013-01-28T18:00:33Z,Discriminative Feature Selection for Uncertain Graph Classification,"Xiangnan Kong, Philip S. Yu, Xue Wang, Ann B. Ragin",http://arxiv.org/pdf/1301.6626v1,No journal ref found,none,cs.LG,Summary7627,1301.6705v1,2013-01-23T15:58:43Z,Probabilistic Latent Semantic Analysis,Thomas Hofmann,http://arxiv.org/pdf/1301.6705v1,No journal ref found,none,cs.LG,Summary7628,1301.6770v1,2013-01-28T21:04:45Z,An alternative text representation to TF-IDF and Bag-of-Words,"Zhixiang, Xu, Minmin Chen, Kilian Q. Weinberger, Fei Sha",http://arxiv.org/pdf/1301.6770v1,No journal ref found,none,cs.IR,Summary7629,1301.7047v1,2013-01-29T20:22:46Z,Link prediction for partially observed networks,"Yunpeng Zhao, Elizaveta Levina, Ji Zhu",http://arxiv.org/pdf/1301.7047v1,No journal ref found,none,stat.ML,Summary7630,1301.7619v1,2013-01-31T14:17:28Z,Rank regularization and Bayesian inference for tensor completion and extrapolation,"Juan Andres Bazerque, Gonzalo Mateos, Georgios B. Giannakis",http://arxiv.org/pdf/1301.7619v1,No journal ref found,none,cs.IT,Summary7631,1301.7724v2,2013-01-31T19:39:03Z,Axiomatic Construction of Hierarchical Clustering in Asymmetric Networks,"Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra",http://arxiv.org/pdf/1301.7724v2,No journal ref found,none,cs.LG,Summary7632,1304.2302v1,2013-04-08T18:34:32Z,ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures,"Dan Lovell, Jonathan Malmaud, Ryan P. Adams, Vikash K. Mansinghka",http://arxiv.org/pdf/1304.2302v1,No journal ref found,none,stat.ML,Summary7633,1304.2331v1,2013-04-08T19:49:51Z,The PAV algorithm optimizes binary proper scoring rules,"Niko Brummer, Johan du Preez",http://arxiv.org/pdf/1304.2331v1,No journal ref found,none,stat.AP,Summary7634,1304.2865v1,2013-04-10T07:32:31Z,"The BOSARIS Toolkit: Theory, Algorithms and Code for Surviving the New DCF","Niko Brümmer, Edward de Villiers",http://arxiv.org/pdf/1304.2865v1,No journal ref found,none,stat.AP,Summary7635,1304.3568v1,2013-04-12T08:47:38Z,Distributed dictionary learning over a sensor network,"Pierre Chainais, Cédric Richard",http://arxiv.org/pdf/1304.3568v1,No journal ref found,none,stat.ML,Summary7636,1304.5862v2,2013-04-22T07:44:05Z,Multi-Label Classifier Chains for Bird Sound,"Forrest Briggs, Xiaoli Z. Fern, Jed Irvine",http://arxiv.org/pdf/1304.5862v2,No journal ref found,none,cs.LG,Summary7637,1304.6478v1,2013-04-24T03:59:39Z,The K-modes algorithm for clustering,"Miguel Á. Carreira-Perpiñán, Weiran Wang",http://arxiv.org/pdf/1304.6478v1,No journal ref found,none,cs.LG,Summary7638,1304.6480v1,2013-04-24T04:08:23Z,A Theoretical Analysis of NDCG Type Ranking Measures,"Yining Wang, Liwei Wang, Yuanzhi Li, Di He, Tie-Yan Liu, Wei Chen",http://arxiv.org/pdf/1304.6480v1,No journal ref found,none,cs.LG,Summary7639,1304.6663v2,2013-04-24T16:52:34Z,Low-rank optimization for distance matrix completion,"B. Mishra, G. Meyer, R. Sepulchre",http://arxiv.org/pdf/1304.6663v2,No journal ref found,none,math.OC,Summary7640,1304.7284v2,2013-04-26T20:47:46Z,Supervised Heterogeneous Multiview Learning for Joint Association Study and Disease Diagnosis,"Shandian Zhe, Zenglin Xu, Yuan Qi",http://arxiv.org/pdf/1304.7284v2,No journal ref found,none,cs.LG,Summary7641,1304.7528v1,2013-04-28T21:52:12Z,Semi-supervised Eigenvectors for Large-scale Locally-biased Learning,"Toke J. Hansen, Michael W. Mahoney",http://arxiv.org/pdf/1304.7528v1,No journal ref found,none,cs.LG,Summary7642,1304.7577v1,2013-04-29T07:17:31Z,Optimal amortized regret in every interval,"Rina Panigrahy, Preyas Popat",http://arxiv.org/pdf/1304.7577v1,No journal ref found,none,cs.LG,Summary7643,1304.8132v2,2013-04-30T19:57:36Z,Local Graph Clustering Beyond Cheegers Inequality,"Zeyuan Allen Zhu, Silvio Lattanzi, Vahab Mirrokni",http://arxiv.org/pdf/1304.8132v2,No journal ref found,none,cs.DS,Summary7644,1307.0032v1,2013-06-28T21:38:17Z,"Memory Limited, Streaming PCA","Ioannis Mitliagkas, Constantine Caramanis, Prateek Jain",http://arxiv.org/pdf/1307.0032v1,No journal ref found,none,stat.ML,Summary7645,1307.0048v3,2013-06-28T23:32:11Z,Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce,Kun Yang,http://arxiv.org/pdf/1307.0048v3,No journal ref found,none,stat.ML,Summary7646,1307.0252v1,2013-07-01T00:51:07Z,Semi-supervised clustering methods,Eric Bair,http://arxiv.org/pdf/1307.0252v1,"WIREs Comp Stat, 2013, 5(5): 349-361",none,stat.ME,Summary7647,1307.0317v1,2013-07-01T10:03:58Z,Algorithms of the LDA model [REPORT],"Jaka Špeh, Andrej Muhič, Jan Rupnik",http://arxiv.org/pdf/1307.0317v1,No journal ref found,none,cs.LG,Summary7648,1307.0846v1,2013-07-02T20:51:40Z,Semi-supervised Ranking Pursuit,"Evgeni Tsivtsivadze, Tom Heskes",http://arxiv.org/pdf/1307.0846v1,No journal ref found,none,stat.ML,Summary7649,1307.1192v1,2013-07-04T03:17:23Z,AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods,"Robert M. Freund, Paul Grigas, Rahul Mazumder",http://arxiv.org/pdf/1307.1192v1,No journal ref found,none,stat.ML,Summary7650,1307.1493v2,2013-07-04T21:33:56Z,Dropout Training as Adaptive Regularization,"Stefan Wager, Sida Wang, Percy Liang",http://arxiv.org/pdf/1307.1493v2,No journal ref found,none,stat.ML,Summary7651,1307.1599v1,2013-07-05T12:53:28Z,Supervised Learning and Anti-learning of Colorectal Cancer Classes and Survival Rates from Cellular Biology Parameters,"Chris Roadknight, Uwe Aickelin, Guoping Qiu, John Scholefield, Lindy Durrant",http://arxiv.org/pdf/1307.1599v1,No journal ref found,none,cs.LG,Summary7652,1307.2674v1,2013-07-10T05:19:10Z,Error Rate Bounds in Crowdsourcing Models,"Hongwei Li, Bin Yu, Dengyong Zhou",http://arxiv.org/pdf/1307.2674v1,No journal ref found,none,stat.ML,Summary7653,1307.2855v2,2013-07-10T17:04:35Z,Flow-Based Algorithms for Local Graph Clustering,"Lorenzo Orecchia, Zeyuan Allen Zhu",http://arxiv.org/pdf/1307.2855v2,No journal ref found,none,cs.DS,Summary7654,1307.3102v4,2013-07-11T13:31:21Z,Statistical Active Learning Algorithms for Noise Tolerance and Differential Privacy,"Maria Florina Balcan, Vitaly Feldman",http://arxiv.org/pdf/1307.3102v4,No journal ref found,none,cs.LG,Summary7655,1307.3949v2,2013-07-15T14:04:39Z,On Soft Power Diagrams,Steffen Borgwardt,http://arxiv.org/pdf/1307.3949v2,No journal ref found,none,cs.LG,Summary7656,1307.4653v1,2013-07-17T14:38:47Z,A New Convex Relaxation for Tensor Completion,"Bernardino Romera-Paredes, Massimiliano Pontil",http://arxiv.org/pdf/1307.4653v1,No journal ref found,none,cs.LG,Summary7657,1307.4891v4,2013-07-18T10:08:47Z,Robust Subspace Clustering via Thresholding,"Reinhard Heckel, Helmut Bölcskei",http://arxiv.org/pdf/1307.4891v4,No journal ref found,none,stat.ML,Summary7658,1307.5449v2,2013-07-20T18:46:01Z,Non-stationary Stochastic Optimization,"O. Besbes, Y. Gur, A. Zeevi",http://arxiv.org/pdf/1307.5449v2,No journal ref found,none,math.PR,Summary7659,1307.5494v1,2013-07-21T03:47:16Z,On GROUSE and Incremental SVD,"Laura Balzano, Stephen J. Wright",http://arxiv.org/pdf/1307.5494v1,No journal ref found,none,cs.NA,Summary7660,1307.5944v3,2013-07-23T04:13:44Z,Online Optimization in Dynamic Environments,"Eric C. Hall, Rebecca M. Willett",http://arxiv.org/pdf/1307.5944v3,"IEEE Journal of Selected Topics in Signal Processing - Signal Processing for Big Data, vol. 9, no 4. 2015",none,stat.ML,Summary7661,1307.6134v3,2013-07-23T16:05:13Z,Modeling Human Decision-making in Generalized Gaussian Multi-armed Bandits,"Paul Reverdy, Vaibhav Srivastava, Naomi E. Leonard",http://arxiv.org/pdf/1307.6134v3,No journal ref found,none,cs.LG,Summary7662,1307.8136v1,2013-07-30T20:19:26Z,DeBaCl: A Python Package for Interactive DEnsity-BAsed CLustering,"Brian P. Kent, Alessandro Rinaldo, Timothy Verstynen",http://arxiv.org/pdf/1307.8136v1,No journal ref found,none,stat.ME,Summary7663,1307.8371v8,2013-07-31T16:11:26Z,The Power of Localization for Efficiently Learning Linear Separators with Noise,"Pranjal Awasthi, Maria Florina Balcan, Philip M. Long",http://arxiv.org/pdf/1307.8371v8,No journal ref found,none,cs.LG,Summary7664,1309.0242v1,2013-09-01T16:59:55Z,Ensemble approaches for improving community detection methods,"Johan Dahlin, Pontus Svenson",http://arxiv.org/pdf/1309.0242v1,No journal ref found,none,physics.soc-ph,Summary7665,1309.0302v1,2013-09-02T05:07:31Z,Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition,"Tianyi Zhou, Dacheng Tao",http://arxiv.org/pdf/1309.0302v1,No journal ref found,none,stat.ML,Summary7666,1309.0337v1,2013-09-02T09:34:50Z,Scalable Probabilistic Entity-Topic Modeling,"Neil Houlsby, Massimiliano Ciaramita",http://arxiv.org/pdf/1309.0337v1,No journal ref found,none,stat.ML,Summary7667,1309.0787v5,2013-09-03T19:30:55Z,Online Tensor Methods for Learning Latent Variable Models,"Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Animashree Anandkumar",http://arxiv.org/pdf/1309.0787v5,No journal ref found,none,cs.LG,Summary7668,1309.1369v4,2013-09-05T15:12:11Z,Semistochastic Quadratic Bound Methods,"Aleksandr Y. Aravkin, Anna Choromanska, Tony Jebara, Dimitri Kanevsky",http://arxiv.org/pdf/1309.1369v4,No journal ref found,none,stat.ML,Summary7669,1309.1541v1,2013-09-06T05:48:40Z,"Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application","Weiran Wang, Miguel Á. Carreira-Perpiñán",http://arxiv.org/pdf/1309.1541v1,No journal ref found,none,cs.LG,Summary7670,1309.1952v2,2013-09-08T12:55:39Z,A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries,"Alekh Agarwal, Animashree Anandkumar, Praneeth Netrapalli",http://arxiv.org/pdf/1309.1952v2,No journal ref found,none,stat.ML,Summary7671,1309.2350v1,2013-09-10T00:36:44Z,Exponentially Fast Parameter Estimation in Networks Using Distributed Dual Averaging,"Shahin Shahrampour, Ali Jadbabaie",http://arxiv.org/pdf/1309.2350v1,No journal ref found,none,cs.LG,Summary7672,1309.2375v2,2013-09-10T05:39:25Z,Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization,"Shai Shalev-Shwartz, Tong Zhang",http://arxiv.org/pdf/1309.2375v2,No journal ref found,none,stat.ML,Summary7673,1309.2388v2,2013-09-10T06:49:15Z,Minimizing Finite Sums with the Stochastic Average Gradient,"Mark Schmidt, Nicolas Le Roux, Francis Bach",http://arxiv.org/pdf/1309.2388v2,No journal ref found,none,math.OC,Summary7674,1309.3233v1,2013-09-12T18:23:33Z,"Efficient Orthogonal Tensor Decomposition, with an Application to Latent Variable Model Learning",Franz J. Király,http://arxiv.org/pdf/1309.3233v1,No journal ref found,none,stat.ML,Summary7675,1309.3533v1,2013-09-13T18:31:02Z,Mixed Membership Models for Time Series,"Emily B. Fox, Michael I. Jordan",http://arxiv.org/pdf/1309.3533v1,No journal ref found,none,stat.ME,Summary7676,1309.3676v1,2013-09-14T15:08:48Z,Optimized projections for compressed sensing via rank-constrained nearest correlation matrix,Nicolae Cleju,http://arxiv.org/pdf/1309.3676v1,No journal ref found,none,cs.IT,Summary7677,1309.4111v1,2013-09-16T20:47:51Z,Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel,"Tai Qin, Karl Rohe",http://arxiv.org/pdf/1309.4111v1,No journal ref found,none,stat.ML,Summary7678,1309.4844v1,2013-09-19T03:09:33Z,Network Anomaly Detection: A Survey and Comparative Analysis of Stochastic and Deterministic Methods,"Jing Wang, Daniel Rossell, Christos G. Cassandras, Ioannis Ch. Paschalidis",http://arxiv.org/pdf/1309.4844v1,No journal ref found,none,stat.ML,Summary7679,1309.5047v1,2013-09-19T16:45:18Z,A Comparative Analysis of Ensemble Classifiers: Case Studies in Genomics,"Sean Whalen, Gaurav Pandey",http://arxiv.org/pdf/1309.5047v1,No journal ref found,none,cs.LG,Summary7680,1309.6707v2,2013-09-26T02:01:44Z,Distributed Online Learning in Social Recommender Systems,"Cem Tekin, Simpson Zhang, Mihaela van der Schaar",http://arxiv.org/pdf/1309.6707v2,"Selected Topics in Signal Processing, IEEE Journal of , vol.8, no.4, pp.638,652, Aug. 2014",none,cs.SI,Summary7681,1309.6850v1,2013-09-26T12:45:59Z,Structured Convex Optimization under Submodular Constraints,"Kiyohito Nagano, Yoshinobu Kawahara",http://arxiv.org/pdf/1309.6850v1,No journal ref found,none,cs.LG,Summary7682,1309.6852v1,2013-09-26T12:46:39Z,Stochastic Rank Aggregation,"Shuzi Niu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng",http://arxiv.org/pdf/1309.6852v1,No journal ref found,none,cs.LG,Summary7683,1309.6865v1,2013-09-26T12:50:54Z,Modeling Documents with Deep Boltzmann Machines,"Nitish Srivastava, Ruslan R Salakhutdinov, Geoffrey E. Hinton",http://arxiv.org/pdf/1309.6865v1,No journal ref found,none,cs.LG,Summary7684,1309.6933v1,2013-09-26T15:18:22Z,Estimating Undirected Graphs Under Weak Assumptions,"Larry Wasserman, Mladen Kolar, Alessandro Rinaldo",http://arxiv.org/pdf/1309.6933v1,No journal ref found,none,math.ST,Summary7685,1309.7804v1,2013-09-30T11:51:23Z,"On statistics, computation and scalability",Michael I. Jordan,http://arxiv.org/pdf/1309.7804v1,"Bernoulli 2013, Vol. 19, No. 4, 1378-1390",none,stat.ML,Summary7686,1310.0154v4,2013-10-01T06:37:18Z,Incoherence-Optimal Matrix Completion,Yudong Chen,http://arxiv.org/pdf/1310.0154v4,No journal ref found,none,cs.IT,Summary7687,1310.0432v1,2013-10-01T19:08:04Z,Online Learning of Dynamic Parameters in Social Networks,"Shahin Shahrampour, Alexander Rakhlin, Ali Jadbabaie",http://arxiv.org/pdf/1310.0432v1,No journal ref found,none,math.OC,Summary7688,1310.0740v4,2013-10-02T15:29:28Z,Pseudo-Marginal Bayesian Inference for Gaussian Processes,"Maurizio Filippone, Mark Girolami",http://arxiv.org/pdf/1310.0740v4,No journal ref found,none,stat.ML,Summary7689,1310.0865v2,2013-10-02T23:51:38Z,Electricity Market Forecasting via Low-Rank Multi-Kernel Learning,"Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis",http://arxiv.org/pdf/1310.0865v2,No journal ref found,none,stat.ML,Summary7690,1310.1404v1,2013-10-04T20:19:56Z,Sequential Monte Carlo Bandits,"Michael Cherkassky, Luke Bornn",http://arxiv.org/pdf/1310.1404v1,No journal ref found,none,stat.ML,Summary7691,1310.1502v3,2013-10-05T18:09:50Z,Randomized Approximation of the Gram Matrix: Exact Computation and Probabilistic Bounds,"John T. Holodnak, Ilse C. F. Ipsen",http://arxiv.org/pdf/1310.1502v3,No journal ref found,none,math.NA,Summary7692,1310.1533v2,2013-10-06T03:12:34Z,"CAM: Causal additive models, high-dimensional order search and penalized regression","Peter Bühlmann, Jonas Peters, Jan Ernest",http://arxiv.org/pdf/1310.1533v2,"Annals of Statistics 2014, Vol. 42, No. 6, 2526-2556",none,stat.ME,Summary7693,1310.1545v1,2013-10-06T05:47:50Z,Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network,"Xuhui Fan, Richard Yi Da Xu, Longbing Cao, Yin Song",http://arxiv.org/pdf/1310.1545v1,No journal ref found,none,cs.LG,Summary7694,1310.1840v1,2013-10-07T16:04:28Z,Parallel coordinate descent for the Adaboost problem,Olivier Fercoq,http://arxiv.org/pdf/1310.1840v1,No journal ref found,none,cs.LG,Summary7695,1310.2059v1,2013-10-08T09:31:27Z,Distributed Coordinate Descent Method for Learning with Big Data,"Peter Richtárik, Martin Takáč",http://arxiv.org/pdf/1310.2059v1,No journal ref found,none,stat.ML,Summary7696,1310.2273v2,2013-10-08T20:30:38Z,Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization,"Nicolas Gillis, Stephen A. Vavasis",http://arxiv.org/pdf/1310.2273v2,"SIAM Journal on Optimization 25 (1), pp. 677-698, 2015",none,stat.ML,Summary7697,1310.2409v1,2013-10-09T09:32:56Z,Discriminative Relational Topic Models,"Ning Chen, Jun Zhu, Fei Xia, Bo Zhang",http://arxiv.org/pdf/1310.2409v1,No journal ref found,none,cs.LG,Summary7698,1310.2451v2,2013-10-09T12:18:29Z,M-Power Regularized Least Squares Regression,"Julien Audiffren, Hachem Kadri",http://arxiv.org/pdf/1310.2451v2,No journal ref found,none,stat.ML,Summary7699,1310.2816v1,2013-10-10T13:47:40Z,Gibbs Max-margin Topic Models with Data Augmentation,"Jun Zhu, Ning Chen, Hugh Perkins, Bo Zhang",http://arxiv.org/pdf/1310.2816v1,No journal ref found,none,stat.ML,Summary7700,1310.2931v2,2013-10-10T19:57:45Z,Feedback Detection for Live Predictors,"Stefan Wager, Nick Chamandy, Omkar Muralidharan, Amir Najmi",http://arxiv.org/pdf/1310.2931v2,No journal ref found,none,stat.ME,Summary7701,1310.3556v2,2013-10-14T03:49:02Z,Identifying Influential Entries in a Matrix,"Abhisek Kundu, Srinivas Nambirajan, Petros Drineas",http://arxiv.org/pdf/1310.3556v2,No journal ref found,none,cs.NA,Summary7702,1310.3697v1,2013-10-14T14:36:22Z,Variance Adjusted Actor Critic Algorithms,"Aviv Tamar, Shie Mannor",http://arxiv.org/pdf/1310.3697v1,No journal ref found,none,stat.ML,Summary7703,1310.3892v3,2013-10-15T01:27:14Z,Ridge Fusion in Statistical Learning,"Bradley S. Price, Charles J. Geyer, Adam J. Rothman",http://arxiv.org/pdf/1310.3892v3,No journal ref found,none,stat.ML,Summary7704,1310.5035v2,2013-10-18T14:31:08Z,Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning,"Zhouchen Lin, Risheng Liu, Huan Li",http://arxiv.org/pdf/1310.5035v2,No journal ref found,none,cs.NA,Summary7705,1310.5426v2,2013-10-21T04:58:11Z,MLI: An API for Distributed Machine Learning,"Evan R. Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska",http://arxiv.org/pdf/1310.5426v2,No journal ref found,none,cs.LG,Summary7706,1310.6536v1,2013-10-24T09:33:17Z,Randomized co-training: from cortical neurons to machine learning and back again,David Balduzzi,http://arxiv.org/pdf/1310.6536v1,No journal ref found,none,cs.LG,Summary7707,1310.6998v1,2013-10-25T18:35:22Z,Predicting the NFL using Twitter,"Shiladitya Sinha, Chris Dyer, Kevin Gimpel, Noah A. Smith",http://arxiv.org/pdf/1310.6998v1,No journal ref found,none,cs.SI,Summary7708,1310.7300v2,2013-10-28T03:08:48Z,Relax but stay in control: from value to algorithms for online Markov decision processes,"Peng Guan, Maxim Raginsky, Rebecca Willett",http://arxiv.org/pdf/1310.7300v2,No journal ref found,none,cs.LG,Summary7709,1310.7529v3,2013-10-28T18:41:48Z,Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation,Nicolas Gillis,http://arxiv.org/pdf/1310.7529v3,"SIAM J. on Imaging Sciences 7 (2), pp. 1420-1450, 2014",none,stat.ML,Summary7710,1310.7868v1,2013-10-29T16:37:13Z,Automatic Classification of Variable Stars in Catalogs with missing data,"Karim Pichara, Pavlos Protopapas",http://arxiv.org/pdf/1310.7868v1,2013 ApJ 777 83,none,astro-ph.IM,Summary7711,1310.7991v2,2013-10-30T01:12:03Z,Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization,"Alekh Agarwal, Animashree Anandkumar, Prateek Jain, Praneeth Netrapalli",http://arxiv.org/pdf/1310.7991v2,No journal ref found,none,cs.LG,Summary7712,1310.7994v1,2013-10-30T01:19:26Z,Necessary and Sufficient Conditions for Novel Word Detection in Separable Topic Models,"Weicong Ding, Prakash Ishwar, Mohammad H. Rohban, Venkatesh Saligrama",http://arxiv.org/pdf/1310.7994v1,No journal ref found,none,cs.LG,Summary7713,1311.1189v1,2013-11-05T20:41:17Z,Statistical Inference in Hidden Markov Models using $k$-segment Constraints,"Michalis K. Titsias, Christopher Yau, Christopher C. Holmes",http://arxiv.org/pdf/1311.1189v1,No journal ref found,none,stat.ME,Summary7714,1311.1644v1,2013-11-07T11:33:14Z,The Maximum Entropy Relaxation Path,"Moshe Dubiner, Matan Gavish, Yoram Singer",http://arxiv.org/pdf/1311.1644v1,No journal ref found,none,cs.LG,Summary7715,1311.2150v1,2013-11-09T08:28:27Z,Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals,"Jun Fang, Yanning Shen, Hongbin Li, Pu Wang",http://arxiv.org/pdf/1311.2150v1,No journal ref found,none,cs.IT,Summary7716,1311.2234v2,2013-11-10T00:44:01Z,FuSSO: Functional Shrinkage and Selection Operator,"Junier B. Oliva, Barnabas Poczos, Timothy Verstynen, Aarti Singh, Jeff Schneider, Fang-Cheng Yeh, Wen-Yih Tseng",http://arxiv.org/pdf/1311.2234v2,No journal ref found,none,stat.ML,Summary7717,1311.2236v2,2013-11-10T01:17:19Z,Fast Distribution To Real Regression,"Junier B. Oliva, Willie Neiswanger, Barnabas Poczos, Jeff Schneider, Eric Xing",http://arxiv.org/pdf/1311.2236v2,No journal ref found,none,stat.ML,Summary7718,1311.2483v1,2013-11-11T16:30:06Z,Global Sensitivity Analysis with Dependence Measures,Sébastien Da Veiga,http://arxiv.org/pdf/1311.2483v1,No journal ref found,none,math.ST,Summary7719,1311.2663v5,2013-11-12T02:36:03Z,DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements,"Shandian Zhe, Yuan Qi, Youngja Park, Ian Molloy, Suresh Chari",http://arxiv.org/pdf/1311.2663v5,No journal ref found,none,cs.LG,Summary7720,1311.2694v2,2013-11-12T07:00:13Z,Hypothesis Testing for Automated Community Detection in Networks,"Peter J. Bickel, Purnamrita Sarkar",http://arxiv.org/pdf/1311.2694v2,No journal ref found,none,stat.ML,Summary7721,1311.2889v1,2013-11-01T14:24:32Z,Reinforcement Learning for Matrix Computations: PageRank as an Example,"Vivek S. Borkar, Adwaitvedant S. Mathkar",http://arxiv.org/pdf/1311.2889v1,No journal ref found,none,cs.LG,Summary7722,1311.2891v3,2013-11-12T19:21:03Z,"The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures","Joseph Anderson, Mikhail Belkin, Navin Goyal, Luis Rademacher, James Voss",http://arxiv.org/pdf/1311.2891v3,No journal ref found,none,cs.LG,Summary7723,1311.2971v1,2013-11-12T22:15:26Z,Approximate Inference in Continuous Determinantal Point Processes,"Raja Hafiz Affandi, Emily B. Fox, Ben Taskar",http://arxiv.org/pdf/1311.2971v1,No journal ref found,none,stat.ML,Summary7724,1311.3651v4,2013-11-14T20:49:55Z,Smoothed Analysis of Tensor Decompositions,"Aditya Bhaskara, Moses Charikar, Ankur Moitra, Aravindan Vijayaraghavan",http://arxiv.org/pdf/1311.3651v4,No journal ref found,none,cs.DS,Summary7725,1311.3859v2,2013-11-15T14:19:31Z,Mapping cognitive ontologies to and from the brain,"Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux",http://arxiv.org/pdf/1311.3859v2,No journal ref found,none,stat.ML,Summary7726,1311.4150v1,2013-11-17T11:52:42Z,Towards Big Topic Modeling,"Jian-Feng Yan, Jia Zeng, Zhi-Qiang Liu, Yang Gao",http://arxiv.org/pdf/1311.4150v1,No journal ref found,none,cs.LG,Summary7727,1311.4468v3,2013-11-18T17:31:48Z,Stochastic processes and feedback-linearisation for online identification and Bayesian adaptive control of fully-actuated mechanical systems,"Jan-Peter Calliess, Antonis Papachristodoulou, Stephen J. Roberts",http://arxiv.org/pdf/1311.4468v3,No journal ref found,none,cs.LG,Summary7728,1311.4780v2,2013-11-19T15:23:04Z,"Asymptotically Exact, Embarrassingly Parallel MCMC","Willie Neiswanger, Chong Wang, Eric Xing",http://arxiv.org/pdf/1311.4780v2,No journal ref found,none,stat.ML,Summary7729,1311.5750v2,2013-11-22T13:52:07Z,Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization,"Xiao-Tong Yuan, Ping Li, Tong Zhang",http://arxiv.org/pdf/1311.5750v2,No journal ref found,none,cs.LG,Summary7730,1311.6107v3,2013-11-24T11:26:07Z,Off-policy reinforcement learning for $ H_\infty $ control design,"Biao Luo, Huai-Ning Wu, Tingwen Huang",http://arxiv.org/pdf/1311.6107v3,No journal ref found,none,cs.SY,Summary7731,1311.6334v1,2013-11-25T15:25:28Z,Learning Reputation in an Authorship Network,"Charanpal Dhanjal, Stéphan Clémençon",http://arxiv.org/pdf/1311.6334v1,No journal ref found,none,cs.SI,Summary7732,1311.6425v1,2013-11-25T19:57:49Z,Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching,"Marcelo Fiori, Pablo Sprechmann, Joshua Vogelstein, Pablo Musé, Guillermo Sapiro",http://arxiv.org/pdf/1311.6425v1,No journal ref found,none,math.OC,Summary7733,1311.6547v4,2013-11-26T03:36:21Z,Practical Inexact Proximal Quasi-Newton Method with Global Complexity Analysis,"Katya Scheinberg, Xiaocheng Tang",http://arxiv.org/pdf/1311.6547v4,No journal ref found,none,cs.LG,Summary7734,1311.6976v2,2013-11-27T14:19:21Z,Dimensionality reduction for click-through rate prediction: Dense versus sparse representation,"Bjarne Ørum Fruergaard, Toke Jansen Hansen, Lars Kai Hansen",http://arxiv.org/pdf/1311.6976v2,No journal ref found,none,stat.ML,Summary7735,1311.7198v1,2013-11-28T03:59:31Z,ADMM Algorithm for Graphical Lasso with an $\ell_{\infty}$ Element-wise Norm Constraint,Karthik Mohan,http://arxiv.org/pdf/1311.7198v1,No journal ref found,none,cs.LG,Summary7736,1312.0232v3,2013-12-01T15:16:25Z,Stochastic continuum armed bandit problem of few linear parameters in high dimensions,"Hemant Tyagi, Sebastian Stich, Bernd Gärtner",http://arxiv.org/pdf/1312.0232v3,No journal ref found,none,stat.ML,Summary7737,1312.0451v5,2013-12-02T13:41:44Z,Consistency of weighted majority votes,"Daniel Berend, Aryeh Kontorovich",http://arxiv.org/pdf/1312.0451v5,No journal ref found,none,math.PR,Summary7738,1312.0516v2,2013-12-02T16:58:10Z,Grid Topology Identification using Electricity Prices,"Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick",http://arxiv.org/pdf/1312.0516v2,No journal ref found,none,cs.LG,Summary7739,1312.0925v3,2013-12-03T20:37:28Z,Understanding Alternating Minimization for Matrix Completion,Moritz Hardt,http://arxiv.org/pdf/1312.0925v3,No journal ref found,none,cs.LG,Summary7740,1312.1613v1,2013-12-05T16:49:05Z,Max-Min Distance Nonnegative Matrix Factorization,Jim Jing-Yan Wang,http://arxiv.org/pdf/1312.1613v1,No journal ref found,none,stat.ML,Summary7741,1312.2132v1,2013-12-07T19:19:03Z,Robust Subspace System Identification via Weighted Nuclear Norm Optimization,"Dorsa Sadigh, Henrik Ohlsson, S. Shankar Sastry, Sanjit A. Seshia",http://arxiv.org/pdf/1312.2132v1,No journal ref found,none,cs.SY,Summary7742,1312.2154v1,2013-12-07T23:42:55Z,Sequential Monte Carlo Inference of Mixed Membership Stochastic Blockmodels for Dynamic Social Networks,"Tomoki Kobayashi, Koji Eguchi",http://arxiv.org/pdf/1312.2154v1,No journal ref found,none,cs.SI,Summary7743,1312.2164v2,2013-12-08T01:58:39Z,Budgeted Influence Maximization for Multiple Products,"Nan Du, Yingyu Liang, Maria Florina Balcan, Le Song",http://arxiv.org/pdf/1312.2164v2,No journal ref found,none,cs.LG,Summary7744,1312.4479v1,2013-12-16T19:38:35Z,Parametric Modelling of Multivariate Count Data Using Probabilistic Graphical Models,"Pierre Fernique, Jean-Baptiste Durand, Yann Guédon",http://arxiv.org/pdf/1312.4479v1,"3rd Workshop on Algorithmic issues for Inference in Graphical Models - AIGM13, Paris : France (2013)",none,stat.ML,Summary7745,1312.5023v1,2013-12-18T02:21:01Z,Contextually Supervised Source Separation with Application to Energy Disaggregation,"Matt Wytock, J. Zico Kolter",http://arxiv.org/pdf/1312.5023v1,No journal ref found,none,stat.ML,Summary7746,1312.5124v1,2013-12-18T13:13:39Z,Permuted NMF: A Simple Algorithm Intended to Minimize the Volume of the Score Matrix,Paul Fogel,http://arxiv.org/pdf/1312.5124v1,No journal ref found,none,stat.AP,Summary7747,1312.5179v1,2013-12-18T15:35:32Z,The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited,"Matthias Hein, Simon Setzer, Leonardo Jost, Syama Sundar Rangapuram",http://arxiv.org/pdf/1312.5179v1,No journal ref found,none,stat.ML,Summary7748,1312.5192v2,2013-12-18T16:01:25Z,Nonlinear Eigenproblems in Data Analysis - Balanced Graph Cuts and the RatioDCA-Prox,"Leonardo Jost, Simon Setzer, Matthias Hein",http://arxiv.org/pdf/1312.5192v2,No journal ref found,none,stat.ML,Summary7749,1312.5734v1,2013-12-19T20:44:44Z,Time-varying Learning and Content Analytics via Sparse Factor Analysis,"Andrew S. Lan, Christoph Studer, Richard G. Baraniuk",http://arxiv.org/pdf/1312.5734v1,No journal ref found,none,stat.ML,Summary7750,1312.5753v1,2013-12-18T20:18:33Z,SOMz: photometric redshift PDFs with self organizing maps and random atlas,"M. Carrasco Kind, R. J. Brunner",http://arxiv.org/pdf/1312.5753v1,No journal ref found,none,astro-ph.IM,Summary7751,1312.6182v1,2013-12-21T00:38:02Z,Large-Scale Paralleled Sparse Principal Component Analysis,"W. Liu, H. Zhang, D. Tao, Y. Wang, K. Lu",http://arxiv.org/pdf/1312.6182v1,No journal ref found,none,cs.MS,Summary7752,1312.6273v1,2013-12-21T16:51:26Z,Parallel architectures for fuzzy triadic similarity learning,"Sonia Alouane-Ksouri, Minyar Sassi-Hidri, Kamel Barkaoui",http://arxiv.org/pdf/1312.6273v1,"International Conference on Control, Engineering & Information Technology (CEIT), Proceedings Engineering & Technology, Vol. 1, pp. 121-126, 2013",none,cs.DC,Summary7753,1312.6607v1,2013-12-23T17:11:59Z,Using Latent Binary Variables for Online Reconstruction of Large Scale Systems,"Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner",http://arxiv.org/pdf/1312.6607v1,No journal ref found,none,math.PR,Summary7754,1312.6820v1,2013-12-24T14:19:43Z,A Fast Greedy Algorithm for Generalized Column Subset Selection,"Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel",http://arxiv.org/pdf/1312.6820v1,No journal ref found,none,cs.DS,Summary7755,1312.6968v1,2013-12-25T13:13:09Z,A hidden process regression model for functional data description. Application to curve discrimination,"Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin",http://arxiv.org/pdf/1312.6968v1,"Neurocomputing, Volume 73, Issues 7-9, March 2010, Pages 1210-1221",none,stat.ME,Summary7756,1312.6994v1,2013-12-25T18:07:41Z,A regression model with a hidden logistic process for signal parametrization,"Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin",http://arxiv.org/pdf/1312.6994v1,No journal ref found,none,stat.ME,Summary7757,1312.7003v1,2013-12-25T18:55:59Z,Supervised learning of a regression model based on latent process. Application to the estimation of fuel cell life time,"Raïssa Onanena, Faicel Chamroukhi, Latifa Oukhellou, Denis Candusso, Patrice Aknin, Daniel Hissel",http://arxiv.org/pdf/1312.7003v1,No journal ref found,none,stat.ML,Summary7758,1312.7006v2,2013-12-25T19:23:22Z,A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates,"Yudong Chen, Xinyang Yi, Constantine Caramanis",http://arxiv.org/pdf/1312.7006v2,No journal ref found,none,stat.ML,Summary7759,1312.7007v1,2013-12-25T19:23:39Z,Functional Mixture Discriminant Analysis with hidden process regression for curve classification,"Faicel Chamroukhi, Heré Glotin, Céline Rabouy",http://arxiv.org/pdf/1312.7007v1,No journal ref found,none,stat.ME,Summary7760,1312.7018v1,2013-12-25T20:35:20Z,Mixture model-based functional discriminant analysis for curve classification,"Faicel Chamroukhi, Hervé Glotin",http://arxiv.org/pdf/1312.7018v1,No journal ref found,none,stat.ME,Summary7761,1312.7022v1,2013-12-25T21:04:08Z,Robust EM algorithm for model-based curve clustering,Faicel Chamroukhi,http://arxiv.org/pdf/1312.7022v1,"In Proceedings of the 2013 International Joint Conference on Neural Networks (IJCNN), 2013, Dallas, TX, USA",none,stat.ME,Summary7762,1312.7024v1,2013-12-25T21:25:41Z,Model-based clustering with Hidden Markov Model regression for time series with regime changes,"Faicel Chamroukhi, Allou Samé, Patrice Aknin, Gérard Govaert",http://arxiv.org/pdf/1312.7024v1,No journal ref found,none,stat.ML,Summary7763,1312.7258v2,2013-12-27T13:21:51Z,Active Discovery of Network Roles for Predicting the Classes of Network Nodes,Leto Peel,http://arxiv.org/pdf/1312.7258v2,No journal ref found,none,cs.LG,Summary7764,1312.7651v2,2013-12-30T08:46:01Z,Petuum: A New Platform for Distributed Machine Learning on Big Data,"Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu",http://arxiv.org/pdf/1312.7651v2,No journal ref found,none,stat.ML,Summary7765,1312.7853v4,2013-12-30T20:23:38Z,Communication Efficient Distributed Optimization using an Approximate Newton-type Method,"Ohad Shamir, Nathan Srebro, Tong Zhang",http://arxiv.org/pdf/1312.7853v4,No journal ref found,none,cs.LG,Summary7766,1312.7869v2,2013-12-30T20:53:09Z,Consistent Bounded-Asynchronous Parameter Servers for Distributed ML,"Jinliang Wei, Wei Dai, Abhimanu Kumar, Xun Zheng, Qirong Ho, Eric P. Xing",http://arxiv.org/pdf/1312.7869v2,No journal ref found,none,stat.ML,Summary7767,1401.0118v1,2013-12-31T09:32:43Z,Black Box Variational Inference,"Rajesh Ranganath, Sean Gerrish, David M. Blei",http://arxiv.org/pdf/1401.0118v1,No journal ref found,none,stat.ML,Summary7768,1401.0514v2,2014-01-02T19:35:31Z,Structured Generative Models of Natural Source Code,"Chris J. Maddison, Daniel Tarlow",http://arxiv.org/pdf/1401.0514v2,No journal ref found,none,cs.PL,Summary7769,1401.0579v1,2014-01-03T02:52:17Z,More Algorithms for Provable Dictionary Learning,"Sanjeev Arora, Aditya Bhaskara, Rong Ge, Tengyu Ma",http://arxiv.org/pdf/1401.0579v1,No journal ref found,none,cs.DS,Summary7770,1401.0852v2,2014-01-04T23:27:48Z,Concave Penalized Estimation of Sparse Gaussian Bayesian Networks,"Bryon Aragam, Qing Zhou",http://arxiv.org/pdf/1401.0852v2,"Journal of Machine Learning Research 16(Nov):2273-2328, 2015",none,stat.ME,Summary7771,1401.0887v1,2014-01-05T12:17:51Z,Learning parametric dictionaries for graph signals,"Dorina Thanou, David I Shuman, Pascal Frossard",http://arxiv.org/pdf/1401.0887v1,No journal ref found,none,cs.LG,Summary7772,1401.2086v2,2014-01-08T12:47:15Z,Actor-Critic Algorithms for Learning Nash Equilibria in N-player General-Sum Games,"H. L Prasad, L. A. Prashanth, Shalabh Bhatnagar",http://arxiv.org/pdf/1401.2086v2,No journal ref found,none,cs.GT,Summary7773,1401.2288v3,2014-01-10T11:24:35Z,Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors,"Hemant Kumar Aggarwal, Angshul Majumdar",http://arxiv.org/pdf/1401.2288v3,No journal ref found,none,cs.NA,Summary7774,1401.2490v1,2014-01-11T00:54:27Z,An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models,"Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh",http://arxiv.org/pdf/1401.2490v1,"16th IFAC Symposium on System Identification, 2012, Volume 16, Part 1,",none,cs.LG,Summary7775,1401.2838v1,2014-01-13T14:02:37Z,GPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation,"Edward Meeds, Max Welling",http://arxiv.org/pdf/1401.2838v1,No journal ref found,none,cs.LG,Summary7776,1401.3258v1,2014-01-14T17:07:01Z,A Boosting Approach to Learning Graph Representations,"Rajmonda Caceres, Kevin Carter, Jeremy Kun",http://arxiv.org/pdf/1401.3258v1,No journal ref found,none,cs.LG,Summary7777,1401.3632v3,2014-01-15T15:40:40Z,Bayesian Conditional Density Filtering,"Shaan Qamar, Rajarshi Guhaniyogi, David B. Dunson",http://arxiv.org/pdf/1401.3632v3,No journal ref found,none,stat.ML,Summary7778,1401.5226v2,2014-01-21T09:03:12Z,The Why and How of Nonnegative Matrix Factorization,Nicolas Gillis,http://arxiv.org/pdf/1401.5226v2,No journal ref found,none,stat.ML,Summary7779,1401.6597v1,2014-01-25T23:52:37Z,Ensembled Correlation Between Liver Analysis Outputs,"Sadi Evren Seker, Y. Unal, Z. Erdem, H. Erdinc Kocer",http://arxiv.org/pdf/1401.6597v1,"International Journal of Biology and Biomedical Engineering, ISSN: 1998-4510, Volume 8, pp. 1-5, 2014",none,stat.ML,Summary7780,1401.6956v2,2014-01-27T18:45:54Z,A continuous-time approach to online optimization,"Joon Kwon, Panayotis Mertikopoulos",http://arxiv.org/pdf/1401.6956v2,No journal ref found,none,math.OC,Summary7781,1401.7020v2,2014-01-27T21:01:33Z,A Stochastic Quasi-Newton Method for Large-Scale Optimization,"R. H. Byrd, S. L. Hansen, J. Nocedal, Y. Singer",http://arxiv.org/pdf/1401.7020v2,No journal ref found,none,math.OC,Summary7782,1401.7116v1,2014-01-28T09:06:30Z,Bayesian Properties of Normalized Maximum Likelihood and its Fast Computation,"Andrew Barron, Teemu Roos, Kazuho Watanabe",http://arxiv.org/pdf/1401.7116v1,No journal ref found,none,cs.IT,Summary7783,1401.7388v1,2014-01-29T02:09:10Z,Bounding Embeddings of VC Classes into Maximum Classes,"J. Hyam Rubinstein, Benjamin I. P. Rubinstein, Peter L. Bartlett",http://arxiv.org/pdf/1401.7388v1,No journal ref found,none,cs.LG,Summary7784,1401.7625v1,2014-01-29T19:10:23Z,RES: Regularized Stochastic BFGS Algorithm,"Aryan Mokhtari, Alejandro Ribeiro",http://arxiv.org/pdf/1401.7625v1,No journal ref found,none,cs.LG,Summary7785,1401.7709v1,2014-01-30T00:38:53Z,Joint Inference of Multiple Label Types in Large Networks,"Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy",http://arxiv.org/pdf/1401.7709v1,No journal ref found,none,cs.LG,Summary7786,1405.0042v2,2014-04-30T21:48:34Z,Learning with incremental iterative regularization,"Lorenzo Rosasco, Silvia Villa",http://arxiv.org/pdf/1405.0042v2,No journal ref found,none,stat.ML,Summary7787,1405.0133v2,2014-05-01T11:10:36Z,Geodesic Distance Function Learning via Heat Flow on Vector Fields,"Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye",http://arxiv.org/pdf/1405.0133v2,No journal ref found,none,cs.LG,Summary7788,1405.1119v2,2014-05-06T01:17:26Z,Feature selection for classification with class-separability strategy and data envelopment analysis,"Yishi Zhang, Chao Yang, Anrong Yang, Chan Xiong, Xingchi Zhou, Zigang Zhang",http://arxiv.org/pdf/1405.1119v2,No journal ref found,none,cs.LG,Summary7789,1405.1533v2,2014-05-07T08:33:41Z,A consistent deterministic regression tree for non-parametric prediction of time series,"Pierre Gaillard, Paul Baudin",http://arxiv.org/pdf/1405.1533v2,No journal ref found,none,math.ST,Summary7790,1405.2278v1,2014-05-09T16:14:47Z,Hellinger Distance Trees for Imbalanced Streams,"R. J. Lyon, J. M. Brooke, J. D. Knowles, B. W. Stappers",http://arxiv.org/pdf/1405.2278v1,No journal ref found,none,cs.LG,Summary7791,1405.2377v1,2014-05-10T02:03:22Z,A Hybrid Monte Carlo Architecture for Parameter Optimization,James Brofos,http://arxiv.org/pdf/1405.2377v1,No journal ref found,none,stat.ML,Summary7792,1405.2639v4,2014-05-12T06:32:49Z,Sharp Finite-Time Iterated-Logarithm Martingale Concentration,Akshay Balsubramani,http://arxiv.org/pdf/1405.2639v4,No journal ref found,none,math.PR,Summary7793,1405.2690v1,2014-05-12T09:59:59Z,Policy Gradients for CVaR-Constrained MDPs,Prashanth L. A,http://arxiv.org/pdf/1405.2690v1,No journal ref found,none,stat.ML,Summary7794,1405.3080v1,2014-05-13T09:45:49Z,Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling,"Peilin Zhao, Tong Zhang",http://arxiv.org/pdf/1405.3080v1,No journal ref found,none,stat.ML,Summary7795,1405.3222v2,2014-05-13T16:42:45Z,Efficient Implementations of the Generalized Lasso Dual Path Algorithm,"Taylor Arnold, Ryan Tibshirani",http://arxiv.org/pdf/1405.3222v2,No journal ref found,none,stat.CO,Summary7796,1405.3224v2,2014-05-13T16:47:17Z,On the Complexity of A/B Testing,"Emilie Kaufmann, Olivier Cappé, Aurélien Garivier",http://arxiv.org/pdf/1405.3224v2,"Conference on Learning Theory, Jun 2014, Barcelona, Spain. JMLR: Workshop and Conference Proceedings, 35, pp.461-481",none,math.ST,Summary7797,1405.3295v1,2014-05-13T20:07:09Z,Effects of Sampling Methods on Prediction Quality. The Case of Classifying Land Cover Using Decision Trees,"Ronald Hochreiter, Christoph Waldhauser",http://arxiv.org/pdf/1405.3295v1,Proceedings of COMPSTAT 2014: 585-592. 2014,none,stat.ML,Summary7798,1405.3316v1,2014-05-13T22:15:06Z,Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards,"Omar Besbes, Yonatan Gur, Assaf Zeevi",http://arxiv.org/pdf/1405.3316v1,No journal ref found,none,cs.LG,Summary7799,1405.4047v2,2014-05-16T01:30:11Z,Methods and Models for Interpretable Linear Classification,"Berk Ustun, Cynthia Rudin",http://arxiv.org/pdf/1405.4047v2,No journal ref found,none,stat.ME,Summary7800,1405.4394v1,2014-05-17T13:51:42Z,Identification of functionally related enzymes by learning-to-rank methods,"Michiel Stock, Thomas Fober, Eyke Hüllermeier, Serghei Glinca, Gerhard Klebe, Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman",http://arxiv.org/pdf/1405.4394v1,No journal ref found,none,cs.LG,Summary7801,1405.5311v1,2014-05-21T06:53:16Z,Compressive Sampling Using EM Algorithm,"Atanu Kumar Ghosh, Arnab Chakraborty",http://arxiv.org/pdf/1405.5311v1,No journal ref found,none,stat.ME,Summary7802,1405.5869v1,2014-05-22T19:42:57Z,Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS),"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1405.5869v1,No journal ref found,none,stat.ML,Summary7803,1405.5960v1,2014-05-23T04:28:29Z,LASS: a simple assignment model with Laplacian smoothing,"Miguel Á. Carreira-Perpiñán, Weiran Wang",http://arxiv.org/pdf/1405.5960v1,No journal ref found,none,cs.LG,Summary7804,1405.6444v1,2014-05-26T01:15:44Z,The role of dimensionality reduction in linear classification,"Weiran Wang, Miguel Á. Carreira-Perpiñán",http://arxiv.org/pdf/1405.6444v1,No journal ref found,none,cs.LG,Summary7805,1405.7085v2,2014-05-27T22:58:26Z,Differentially Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds,"Raef Bassily, Adam Smith, Abhradeep Thakurta",http://arxiv.org/pdf/1405.7085v2,No journal ref found,none,cs.LG,Summary7806,1408.0043v1,2014-07-31T23:30:37Z,Learning From Ordered Sets and Applications in Collaborative Ranking,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1408.0043v1,No journal ref found,none,cs.LG,Summary7807,1408.0055v1,2014-08-01T00:32:32Z,Thurstonian Boltzmann Machines: Learning from Multiple Inequalities,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1408.0055v1,No journal ref found,none,stat.ML,Summary7808,1408.0096v1,2014-08-01T07:51:37Z,Conditional Restricted Boltzmann Machines for Cold Start Recommendations,"Jiankou Li, Wei Zhang",http://arxiv.org/pdf/1408.0096v1,No journal ref found,none,cs.IR,Summary7809,1408.0553v2,2014-08-03T23:21:33Z,Sample Complexity Analysis for Learning Overcomplete Latent Variable Models through Tensor Methods,"Animashree Anandkumar, Rong Ge, Majid Janzamin",http://arxiv.org/pdf/1408.0553v2,No journal ref found,none,cs.LG,Summary7810,1408.0838v1,2014-08-04T23:30:20Z,Estimating Maximally Probable Constrained Relations by Mathematical Programming,"Lizhen Qu, Bjoern Andres",http://arxiv.org/pdf/1408.0838v1,No journal ref found,none,cs.LG,Summary7811,1408.1160v1,2014-08-06T01:43:05Z,Mixed-Variate Restricted Boltzmann Machines,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1408.1160v1,No journal ref found,none,stat.ML,Summary7812,1408.1162v1,2014-08-06T02:04:43Z,MCMC for Hierarchical Semi-Markov Conditional Random Fields,"Truyen Tran, Dinh Phung, Svetha Venkatesh, Hung H. Bui",http://arxiv.org/pdf/1408.1162v1,No journal ref found,none,stat.ML,Summary7813,1408.2054v1,2014-08-09T05:52:02Z,Non-Convex Rank Minimization via an Empirical Bayesian Approach,David Wipf,http://arxiv.org/pdf/1408.2054v1,No journal ref found,none,cs.LG,Summary7814,1408.2055v1,2014-08-09T05:54:49Z,Guess Who Rated This Movie: Identifying Users Through Subspace Clustering,"Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari",http://arxiv.org/pdf/1408.2055v1,No journal ref found,none,cs.LG,Summary7815,1408.2060v1,2014-08-09T05:58:33Z,Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations,"Jie Chen, Nannan Cao, Kian Hsiang Low, Ruofei Ouyang, Colin Keng-Yan Tan, Patrick Jaillet",http://arxiv.org/pdf/1408.2060v1,No journal ref found,none,cs.LG,Summary7816,1408.2156v1,2014-08-09T21:40:15Z,Statistical guarantees for the EM algorithm: From population to sample-based analysis,"Sivaraman Balakrishnan, Martin J. Wainwright, Bin Yu",http://arxiv.org/pdf/1408.2156v1,No journal ref found,none,math.ST,Summary7817,1408.2539v2,2014-08-11T20:13:15Z,Optimum Statistical Estimation with Strategic Data Sources,"Yang Cai, Constantinos Daskalakis, Christos H. Papadimitriou",http://arxiv.org/pdf/1408.2539v2,No journal ref found,none,stat.ML,Summary7818,1408.2552v1,2014-08-11T20:39:42Z,Comparing Nonparametric Bayesian Tree Priors for Clonal Reconstruction of Tumors,"Amit G. Deshwar, Shankar Vembu, Quaid Morris",http://arxiv.org/pdf/1408.2552v1,No journal ref found,none,q-bio.PE,Summary7819,1408.3115v4,2014-08-13T18:44:18Z,On Data Preconditioning for Regularized Loss Minimization,"Tianbao Yang, Rong Jin, Shenghuo Zhu, Qihang Lin",http://arxiv.org/pdf/1408.3115v4,No journal ref found,none,cs.NA,Summary7820,1408.3467v1,2014-08-15T05:18:19Z,Robust Statistical Ranking: Theory and Algorithms,"Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao",http://arxiv.org/pdf/1408.3467v1,No journal ref found,none,stat.ME,Summary7821,1408.4622v1,2014-08-20T12:16:54Z,A new integral loss function for Bayesian optimization,"Emmanuel Vazquez, Julien Bect",http://arxiv.org/pdf/1408.4622v1,No journal ref found,none,stat.CO,Summary7822,1408.4966v2,2014-08-21T11:34:37Z,Diffusion Fingerprints,"Jimmy Dubuisson, Jean-Pierre Eckmann, Andrea Agazzi",http://arxiv.org/pdf/1408.4966v2,No journal ref found,none,stat.ML,Summary7823,1408.5099v1,2014-08-21T18:32:00Z,Uniform Sampling for Matrix Approximation,"Michael B. Cohen, Yin Tat Lee, Cameron Musco, Christopher Musco, Richard Peng, Aaron Sidford",http://arxiv.org/pdf/1408.5099v1,No journal ref found,none,cs.DS,Summary7824,1408.5634v1,2014-08-24T20:41:51Z,An application of topological graph clustering to protein function prediction,"R. Sean Bowman, Douglas Heisterkamp, Jesse Johnson, Danielle ODonnol",http://arxiv.org/pdf/1408.5634v1,No journal ref found,none,cs.CE,Summary7825,1408.6032v1,2014-08-26T07:04:25Z,Inference of Cancer Progression Models with Biological Noise,"Ilya Korsunsky, Daniele Ramazzotti, Giulio Caravagna, Bud Mishra",http://arxiv.org/pdf/1408.6032v1,No journal ref found,none,stat.ML,Summary7826,1408.6618v1,2014-08-28T03:29:06Z,Falsifiable implies Learnable,David Balduzzi,http://arxiv.org/pdf/1408.6618v1,No journal ref found,none,cs.LG,Summary7827,1409.0107v1,2014-08-30T12:17:15Z,A Plug&Play P300 BCI Using Information Geometry,"Alexandre Barachant, Marco Congedo",http://arxiv.org/pdf/1409.0107v1,No journal ref found,none,cs.LG,Summary7828,1409.0940v3,2014-09-03T02:28:51Z,High-performance Kernel Machines with Implicit Distributed Optimization and Randomization,"Vikas Sindhwani, Haim Avron",http://arxiv.org/pdf/1409.0940v3,No journal ref found,none,stat.ML,Summary7829,1409.1458v2,2014-09-04T14:59:35Z,Communication-Efficient Distributed Dual Coordinate Ascent,"Martin Jaggi, Virginia Smith, Martin Takáč, Jonathan Terhorst, Sanjay Krishnan, Thomas Hofmann, Michael I. Jordan",http://arxiv.org/pdf/1409.1458v2,No journal ref found,none,cs.LG,Summary7830,1409.1576v2,2014-09-04T20:00:05Z,Machine Learning Etudes in Astrophysics: Selection Functions for Mock Cluster Catalogs,"Amir Hajian, Marcelo Alvarez, J. Richard Bond",http://arxiv.org/pdf/1409.1576v2,No journal ref found,none,astro-ph.CO,Summary7831,1409.2045v1,2014-09-06T18:51:17Z,Global Convergence of Online Limited Memory BFGS,"Aryan Mokhtari, Alejandro Ribeiro",http://arxiv.org/pdf/1409.2045v1,No journal ref found,none,math.OC,Summary7832,1409.2848v5,2014-09-09T19:31:52Z,A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate,Ohad Shamir,http://arxiv.org/pdf/1409.2848v5,No journal ref found,none,cs.LG,Summary7833,1409.3518v2,2014-09-11T18:00:59Z,Topic Modeling of Hierarchical Corpora,"Do-kyum Kim, Geoffrey M. Voelker, Lawrence K. Saul",http://arxiv.org/pdf/1409.3518v2,No journal ref found,none,stat.ML,Summary7834,1409.3768v1,2014-09-12T15:25:07Z,Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection,"Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam",http://arxiv.org/pdf/1409.3768v1,No journal ref found,none,stat.CO,Summary7835,1409.5834v1,2014-09-19T23:51:09Z,Tight Error Bounds for Structured Prediction,"Amir Globerson, Tim Roughgarden, David Sontag, Cafer Yildirim",http://arxiv.org/pdf/1409.5834v1,No journal ref found,none,cs.LG,Summary7836,1409.6805v1,2014-09-24T02:55:31Z,Improving Cross-domain Recommendation through Probabilistic Cluster-level Latent Factor Model--Extended Version,"Siting Ren, Sheng Gao",http://arxiv.org/pdf/1409.6805v1,No journal ref found,none,cs.IR,Summary7837,1409.6981v1,2014-09-24T14:55:00Z,Unsupervised learning of regression mixture models with unknown number of components,Faicel Chamroukhi,http://arxiv.org/pdf/1409.6981v1,No journal ref found,none,stat.ME,Summary7838,1409.7074v1,2014-09-24T20:01:15Z,Variational Pseudolikelihood for Regularized Ising Inference,Charles K. Fisher,http://arxiv.org/pdf/1409.7074v1,No journal ref found,none,cond-mat.stat-mech,Summary7839,1409.8185v3,2014-09-29T16:47:44Z,Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models,"Theodoros Tsiligkaridis, Keith W. Forsythe",http://arxiv.org/pdf/1409.8185v3,No journal ref found,none,stat.ML,Summary7840,1409.8276v1,2014-09-29T12:29:21Z,A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction,"Beyza Ermis, A. Taylan Cemgil",http://arxiv.org/pdf/1409.8276v1,No journal ref found,none,cs.LG,Summary7841,1409.8327v1,2014-09-29T21:08:54Z,Bayesian and regularization approaches to multivariable linear system identification: the role of rank penalties,"Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto",http://arxiv.org/pdf/1409.8327v1,No journal ref found,none,cs.SY,Summary7842,1409.8606v1,2014-09-30T15:49:59Z,Distributed Detection : Finite-time Analysis and Impact of Network Topology,"Shahin Shahrampour, Alexander Rakhlin, Ali Jadbabaie",http://arxiv.org/pdf/1409.8606v1,No journal ref found,none,math.OC,Summary7843,1501.00263v1,2015-01-01T09:21:57Z,Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss,"Yuchen Zhang, Lin Xiao",http://arxiv.org/pdf/1501.00263v1,No journal ref found,none,math.OC,Summary7844,1501.00559v1,2015-01-03T12:26:10Z,The Learnability of Unknown Quantum Measurements,"Hao-Chung Cheng, Min-Hsiu Hsieh, Ping-Cheng Yeh",http://arxiv.org/pdf/1501.00559v1,"QIC, Vol. 16, No. 7-8, 0615-0656 (2016)",none,quant-ph,Summary7845,1501.01209v1,2014-12-11T05:00:26Z,Reinforcement Learning and Nonparametric Detection of Game-Theoretic Equilibrium Play in Social Networks,"Omid Namvar Gharehshiran, William Hoiles, Vikram Krishnamurthy",http://arxiv.org/pdf/1501.01209v1,No journal ref found,none,cs.GT,Summary7846,1501.03326v2,2015-01-14T12:15:14Z,Unbiased Bayes for Big Data: Paths of Partial Posteriors,"Heiko Strathmann, Dino Sejdinovic, Mark Girolami",http://arxiv.org/pdf/1501.03326v2,No journal ref found,none,stat.ML,Summary7847,1501.03347v1,2015-01-14T13:56:35Z,Dirichlet Process Parsimonious Mixtures for clustering,"Faicel Chamroukhi, Marius Bartcus, Hervé Glotin",http://arxiv.org/pdf/1501.03347v1,No journal ref found,none,stat.ML,Summary7848,1501.03854v2,2015-01-16T00:00:46Z,Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals,"Kevin Vu, John Snyder, Li Li, Matthias Rupp, Brandon F. Chen, Tarek Khelif, Klaus-Robert Müller, Kieron Burke",http://arxiv.org/pdf/1501.03854v2,No journal ref found,none,physics.comp-ph,Summary7849,1501.05194v2,2015-01-21T15:22:13Z,A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables,"Guillaume Marrelec, Arnaud Messé, Pierre Bellec",http://arxiv.org/pdf/1501.05194v2,"G. Marrelec, A. Messe, P. Bellec (2015) A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables. PLoS ONE 10(9): e0137278",none,stat.ML,Summary7850,1501.05740v1,2015-01-23T08:52:35Z,Bayesian Learning for Low-Rank matrix reconstruction,"Martin Sundin, Cristian R. Rojas, Magnus Jansson, Saikat Chatterjee",http://arxiv.org/pdf/1501.05740v1,No journal ref found,none,stat.ML,Summary7851,1501.06195v1,2015-01-25T19:06:59Z,Randomized sketches for kernels: Fast and optimal non-parametric regression,"Yun Yang, Mert Pilanci, Martin J. Wainwright",http://arxiv.org/pdf/1501.06195v1,No journal ref found,none,stat.ML,Summary7852,1501.06225v1,2015-01-26T00:40:08Z,Online Optimization : Competing with Dynamic Comparators,"Ali Jadbabaie, Alexander Rakhlin, Shahin Shahrampour, Karthik Sridharan",http://arxiv.org/pdf/1501.06225v1,No journal ref found,none,cs.LG,Summary7853,1501.06521v3,2015-01-26T18:48:55Z,Noisy Tensor Completion via the Sum-of-Squares Hierarchy,"Boaz Barak, Ankur Moitra",http://arxiv.org/pdf/1501.06521v3,No journal ref found,none,cs.LG,Summary7854,1501.06598v1,2015-01-26T21:52:41Z,Online Nonparametric Regression with General Loss Functions,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1501.06598v1,No journal ref found,none,stat.ML,Summary7855,1501.06794v1,2015-01-27T15:36:22Z,Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations,"Bernhard Schölkopf, Krikamol Muandet, Kenji Fukumizu, Jonas Peters",http://arxiv.org/pdf/1501.06794v1,Statistics and Computing 25:755-766 (2015),none,stat.ML,Summary7856,1501.07340v1,2015-01-29T04:02:39Z,Sequential Probability Assignment with Binary Alphabets and Large Classes of Experts,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1501.07340v1,No journal ref found,none,cs.IT,Summary7857,1505.00398v1,2015-05-03T07:05:45Z,Structured Block Basis Factorization for Scalable Kernel Matrix Evaluation,"Ruoxi Wang, Yingzhou Li, Michael W. Mahoney, Eric Darve",http://arxiv.org/pdf/1505.00398v1,No journal ref found,none,stat.ML,Summary7858,1505.00482v1,2015-05-03T21:46:42Z,Risk Bounds For Mode Clustering,"Martin Azizyan, Yen-Chi Chen, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1505.00482v1,No journal ref found,none,math.ST,Summary7859,1505.01462v1,2015-05-06T19:04:09Z,Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence,"Nihar B. Shah, Sivaraman Balakrishnan, Joseph Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright",http://arxiv.org/pdf/1505.01462v1,No journal ref found,none,cs.LG,Summary7860,1505.02250v1,2015-05-09T09:36:26Z,Newton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic Convergence,"Mert Pilanci, Martin J. Wainwright",http://arxiv.org/pdf/1505.02250v1,No journal ref found,none,math.OC,Summary7861,1505.02324v2,2015-05-09T22:29:40Z,Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study,"Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques",http://arxiv.org/pdf/1505.02324v2,No journal ref found,none,cs.LG,Summary7862,1505.02343v1,2015-05-10T05:17:34Z,Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion,"Qibin Zhao, Liqing Zhang, Andrzej Cichocki",http://arxiv.org/pdf/1505.02343v1,No journal ref found,none,cs.LG,Summary7863,1505.02417v4,2015-05-10T18:10:07Z,Towards stability and optimality in stochastic gradient descent,"Panos Toulis, Dustin Tran, Edoardo M. Airoldi",http://arxiv.org/pdf/1505.02417v4,No journal ref found,none,stat.ME,Summary7864,1505.02867v1,2015-05-12T03:45:11Z,The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning,"Charles Mathy, Nate Derbinsky, José Bento, Jonathan Rosenthal, Jonathan Yedidia",http://arxiv.org/pdf/1505.02867v1,"Proc. of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2864-2870. Austin, TX, USA. (2015)",none,cs.LG,Summary7865,1505.03001v2,2015-05-12T13:30:06Z,Detecting the large entries of a sparse covariance matrix in sub-quadratic time,"Ofer Shwartz, Boaz Nadler",http://arxiv.org/pdf/1505.03001v2,No journal ref found,none,stat.CO,Summary7866,1505.03036v1,2015-05-12T14:49:08Z,Removing systematic errors for exoplanet search via latent causes,"Bernhard Schölkopf, David W. Hogg, Dun Wang, Daniel Foreman-Mackey, Dominik Janzing, Carl-Johann Simon-Gabriel, Jonas Peters",http://arxiv.org/pdf/1505.03036v1,No journal ref found,none,stat.ML,Summary7867,1505.03410v3,2015-05-13T14:50:34Z,Mind the duality gap: safer rules for the Lasso,"Olivier Fercoq, Alexandre Gramfort, Joseph Salmon",http://arxiv.org/pdf/1505.03410v3,No journal ref found,none,stat.ML,Summary7868,1505.04252v3,2015-05-16T08:00:54Z,Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems,"Tianyi Lin, Shiqian Ma, Shuzhong Zhang",http://arxiv.org/pdf/1505.04252v3,No journal ref found,none,math.OC,Summary7869,1505.04732v4,2015-05-18T17:40:51Z,Layered Adaptive Importance Sampling,"L. Martino, V. Elvira, D. Luengo, J. Corander",http://arxiv.org/pdf/1505.04732v4,No journal ref found,none,stat.CO,Summary7870,1505.05007v4,2015-05-19T14:21:34Z,Modelling-based experiment retrieval: A case study with gene expression clustering,"Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski",http://arxiv.org/pdf/1505.05007v4,No journal ref found,none,stat.ML,Summary7871,1505.05572v1,2015-05-21T01:17:27Z,The development of an information criterion for Change-Point Analysis,"Paul A. Wiggins, Colin H. LaMont",http://arxiv.org/pdf/1505.05572v1,No journal ref found,none,physics.data-an,Summary7872,1505.05663v1,2015-05-21T10:04:42Z,Inferring Graphs from Cascades: A Sparse Recovery Framework,"Jean Pouget-Abadie, Thibaut Horel",http://arxiv.org/pdf/1505.05663v1,No journal ref found,none,cs.SI,Summary7873,1505.06249v1,2015-05-22T23:29:40Z,Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance,"Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil",http://arxiv.org/pdf/1505.06249v1,No journal ref found,none,q-bio.GN,Summary7874,1505.06443v1,2015-05-24T14:58:41Z,Detecting bird sound in unknown acoustic background using crowdsourced training data,"Timos Papadopoulos, Stephen Roberts, Kathy Willis",http://arxiv.org/pdf/1505.06443v1,No journal ref found,none,stat.ML,Summary7875,1505.06538v1,2015-05-25T04:19:12Z,Clustering via Content-Augmented Stochastic Blockmodels,"J. Massey Cashore, Xiaoting Zhao, Alexander A. Alemi, Yujia Liu, Peter I. Frazier",http://arxiv.org/pdf/1505.06538v1,No journal ref found,none,stat.ML,Summary7876,1505.06807v1,2015-05-26T05:12:23Z,MLlib: Machine Learning in Apache Spark,"Xiangrui Meng, Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, DB Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar",http://arxiv.org/pdf/1505.06807v1,No journal ref found,none,cs.LG,Summary7877,1101.1057v3,2011-01-05T19:43:37Z,Sparsity regret bounds for individual sequences in online linear regression,Sébastien Gerchinovitz,http://arxiv.org/pdf/1101.1057v3,Journal of Machine Learning Research 14 (2011) 729-769,none,stat.ML,Summary7878,1101.3594v2,2011-01-19T00:41:43Z,Classification under Data Contamination with Application to Remote Sensing Image Mis-registration,"Donghui Yan, Peng Gong, Aiyou Chen, Liheng Zhong",http://arxiv.org/pdf/1101.3594v2,No journal ref found,none,stat.ME,Summary7879,1101.4388v3,2011-01-23T16:57:03Z,Reproducing Kernel Banach Spaces with the l1 Norm,"Guohui Song, Haizhang Zhang, Fred J. Hickernell",http://arxiv.org/pdf/1101.4388v3,"Appl. Comput. Harmon. Anal., 34:96-116, 2013",none,stat.ML,Summary7880,1101.4439v2,2011-01-24T03:39:57Z,Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression,"Guohui Song, Haizhang Zhang",http://arxiv.org/pdf/1101.4439v2,No journal ref found,none,stat.ML,Summary7881,1203.0453v2,2012-03-02T13:12:03Z,Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation,"Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama",http://arxiv.org/pdf/1203.0453v2,No journal ref found,none,stat.ML,Summary7882,1203.0970v2,2012-03-05T17:07:10Z,Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes,"Yuyang Wang, Roni Khardon, Pavlos Protopapas",http://arxiv.org/pdf/1203.0970v2,No journal ref found,none,cs.LG,Summary7883,1203.2394v1,2012-03-12T02:09:32Z,"Decentralized, Adaptive, Look-Ahead Particle Filtering","Mohamed Osama Ahmed, Pouyan T. Bibalan, Nando de Freitas, Simon Fauvel",http://arxiv.org/pdf/1203.2394v1,No journal ref found,none,stat.ML,Summary7884,1203.2507v2,2012-03-12T14:50:55Z,Deviation optimal learning using greedy Q-aggregation,"Dong Dai, Philippe Rigollet, Tong Zhang",http://arxiv.org/pdf/1203.2507v2,"Annals of Statistics 2012, Vol. 40, No. 3, 1878-1905",none,math.ST,Summary7885,1203.3463v1,2012-03-15T11:17:56Z,Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream,"Amr Ahmed, Eric P. Xing",http://arxiv.org/pdf/1203.3463v1,No journal ref found,none,cs.IR,Summary7886,1203.3501v1,2012-03-15T11:17:56Z,Algorithms and Complexity Results for Exact Bayesian Structure Learning,"Sebastian Ordyniak, Stefan Szeider",http://arxiv.org/pdf/1203.3501v1,No journal ref found,none,cs.LG,Summary7887,1203.4523v2,2012-03-20T17:49:56Z,On the Equivalence between Herding and Conditional Gradient Algorithms,"Francis Bach, Simon Lacoste-Julien, Guillaume Obozinski",http://arxiv.org/pdf/1203.4523v2,"ICML 2012 International Conference on Machine Learning, Edimburgh : Royaume-Uni (2012)",none,cs.LG,Summary7888,1207.1115v1,2012-07-03T16:20:08Z,Inferring land use from mobile phone activity,"Jameson L. Toole, Michael Ulm, Dietmar Bauer, Marta C. Gonzalez",http://arxiv.org/pdf/1207.1115v1,No journal ref found,none,stat.ML,Summary7889,1207.1380v1,2012-07-04T16:10:18Z,Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework,"Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen",http://arxiv.org/pdf/1207.1380v1,No journal ref found,none,cs.MS,Summary7890,1207.1396v1,2012-07-04T16:17:01Z,Toward Practical N2 Monte Carlo: the Marginal Particle Filter,"Mike Klaas, Nando de Freitas, Arnaud Doucet",http://arxiv.org/pdf/1207.1396v1,No journal ref found,none,stat.CO,Summary7891,1207.1404v1,2012-07-04T16:20:12Z,A submodular-supermodular procedure with applications to discriminative structure learning,"Mukund Narasimhan, Jeff A. Bilmes",http://arxiv.org/pdf/1207.1404v1,No journal ref found,none,cs.LG,Summary7892,1207.1413v1,2012-07-04T16:23:35Z,Discovery of non-gaussian linear causal models using ICA,"Shohei Shimizu, Aapo Hyvarinen, Yutaka Kano, Patrik O. Hoyer",http://arxiv.org/pdf/1207.1413v1,No journal ref found,none,cs.LG,Summary7893,1207.1414v1,2012-07-04T16:23:52Z,Two-Way Latent Grouping Model for User Preference Prediction,"Eerika Savia, Kai Puolamaki, Janne Sinkkonen, Samuel Kaski",http://arxiv.org/pdf/1207.1414v1,No journal ref found,none,cs.IR,Summary7894,1207.1423v1,2012-07-04T16:28:40Z,Mining Associated Text and Images with Dual-Wing Harmoniums,"Eric P. Xing, Rong Yan, Alexander G. Hauptmann",http://arxiv.org/pdf/1207.1423v1,No journal ref found,none,cs.LG,Summary7895,1207.1965v1,2012-07-09T06:47:39Z,Forecasting electricity consumption by aggregating specialized experts,"Marie Devaine, Pierre Gaillard, Yannig Goude, Gilles Stoltz",http://arxiv.org/pdf/1207.1965v1,No journal ref found,none,stat.ML,Summary7896,1207.1977v1,2012-07-09T08:05:44Z,Estimating a Causal Order among Groups of Variables in Linear Models,"Doris Entner, Patrik O. Hoyer",http://arxiv.org/pdf/1207.1977v1,No journal ref found,none,stat.ML,Summary7897,1207.2328v2,2012-07-10T12:22:21Z,Comparative Study for Inference of Hidden Classes in Stochastic Block Models,"Pan Zhang, Florent Krzakala, Jörg Reichardt, Lenka Zdeborová",http://arxiv.org/pdf/1207.2328v2,J. Stat. Mech. (2012) P12021,none,cs.LG,Summary7898,1207.2491v1,2012-07-10T21:19:33Z,A Spectral Learning Approach to Range-Only SLAM,"Byron Boots, Geoffrey J. Gordon",http://arxiv.org/pdf/1207.2491v1,No journal ref found,none,cs.LG,Summary7899,1207.2812v3,2012-07-12T00:05:02Z,Near-Optimal Algorithms for Differentially-Private Principal Components,"Kamalika Chaudhuri, Anand D. Sarwate, Kaushik Sinha",http://arxiv.org/pdf/1207.2812v3,No journal ref found,none,stat.ML,Summary7900,1207.2940v5,2012-07-12T12:37:57Z,Expectation Propagation in Gaussian Process Dynamical Systems: Extended Version,"Marc Peter Deisenroth, Shakir Mohamed",http://arxiv.org/pdf/1207.2940v5,"Advances in Neural Information Processing Systems 25 (NIPS), pp. 2609-2617, 2012",none,stat.ML,Summary7901,1207.3031v2,2012-07-12T17:38:46Z,Distributed Strongly Convex Optimization,"Konstantinos I. Tsianos, Michael G. Rabbat",http://arxiv.org/pdf/1207.3031v2,No journal ref found,none,cs.DC,Summary7902,1207.3438v1,2012-07-14T16:19:40Z,MahNMF: Manhattan Non-negative Matrix Factorization,"Naiyang Guan, Dacheng Tao, Zhigang Luo, John Shawe-Taylor",http://arxiv.org/pdf/1207.3438v1,No journal ref found,none,stat.ML,Summary7903,1207.3772v3,2012-07-16T19:26:24Z,Surrogate Losses in Passive and Active Learning,"Steve Hanneke, Liu Yang",http://arxiv.org/pdf/1207.3772v3,No journal ref found,none,math.ST,Summary7904,1207.4118v1,2012-07-11T14:44:26Z,Iterative Conditional Fitting for Gaussian Ancestral Graph Models,"Mathias Drton, Thomas S. Richardson",http://arxiv.org/pdf/1207.4118v1,No journal ref found,none,stat.ME,Summary7905,1207.4146v1,2012-07-11T14:55:41Z,A Bayesian Approach toward Active Learning for Collaborative Filtering,"Rong Jin, Luo Si",http://arxiv.org/pdf/1207.4146v1,No journal ref found,none,cs.LG,Summary7906,1207.4151v1,2012-07-11T14:57:38Z,PAC-learning bounded tree-width Graphical Models,"Mukund Narasimhan, Jeff A. Bilmes",http://arxiv.org/pdf/1207.4151v1,No journal ref found,none,cs.LG,Summary7907,1207.4157v1,2012-07-11T15:00:28Z,"An Integrated, Conditional Model of Information Extraction and Coreference with Applications to Citation Matching","Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay",http://arxiv.org/pdf/1207.4157v1,No journal ref found,none,cs.LG,Summary7908,1207.4169v1,2012-07-11T15:05:53Z,The Author-Topic Model for Authors and Documents,"Michal Rosen-Zvi, Thomas Griffiths, Mark Steyvers, Padhraic Smyth",http://arxiv.org/pdf/1207.4169v1,No journal ref found,none,cs.IR,Summary7909,1207.4180v1,2012-07-12T19:48:03Z,A Hierarchical Graphical Model for Record Linkage,"Pradeep Ravikumar, William Cohen",http://arxiv.org/pdf/1207.4180v1,No journal ref found,none,cs.LG,Summary7910,1207.4421v1,2012-07-18T17:40:11Z,Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions,"Alekh Agarwal, Sahand Negahban, Martin J. Wainwright",http://arxiv.org/pdf/1207.4421v1,No journal ref found,none,stat.ML,Summary7911,1207.4747v4,2012-07-19T18:02:41Z,Block-Coordinate Frank-Wolfe Optimization for Structural SVMs,"Simon Lacoste-Julien, Martin Jaggi, Mark Schmidt, Patrick Pletscher",http://arxiv.org/pdf/1207.4747v4,No journal ref found,none,cs.LG,Summary7912,1207.4748v1,2012-07-19T18:06:37Z,Hierarchical Clustering using Randomly Selected Similarities,Brian Eriksson,http://arxiv.org/pdf/1207.4748v1,No journal ref found,none,stat.ML,Summary7913,1207.5136v1,2012-07-21T13:31:56Z,Causal Inference on Time Series using Structural Equation Models,"Jonas Peters, Dominik Janzing, Bernhard Schölkopf",http://arxiv.org/pdf/1207.5136v1,"Advances in Neural Information Processing Systems 26, 154-162, 2014",none,stat.ML,Summary7914,1207.6083v4,2012-07-25T18:45:43Z,Determinantal point processes for machine learning,"Alex Kulesza, Ben Taskar",http://arxiv.org/pdf/1207.6083v4,"Foundations and Trends in Machine Learning: Vol. 5: No 2-3, pp 123-286",none,stat.ML,Summary7915,1207.6379v1,2012-07-26T19:27:03Z,Identifying Users From Their Rating Patterns,"José Bento, Nadia Fawaz, Andrea Montanari, Stratis Ioannidis",http://arxiv.org/pdf/1207.6379v1,No journal ref found,none,cs.IR,Summary7916,1207.6430v2,2012-07-26T23:14:34Z,Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs,"Braxton Osting, Christoph Brune, Stanley J. Osher",http://arxiv.org/pdf/1207.6430v2,No journal ref found,none,stat.ML,Summary7917,1207.7253v1,2012-07-31T14:11:31Z,Learning a peptide-protein binding affinity predictor with kernel ridge regression,"Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil",http://arxiv.org/pdf/1207.7253v1,"BMC Bioinformatics 2013, 14:82",none,q-bio.QM,Summary7918,1210.0066v1,2012-09-29T01:42:57Z,Iterative Reweighted Minimization Methods for $l_p$ Regularized Unconstrained Nonlinear Programming,Zhaosong Lu,http://arxiv.org/pdf/1210.0066v1,No journal ref found,none,math.OC,Summary7919,1210.0563v1,2012-10-01T20:28:09Z,Sparse LMS via Online Linearized Bregman Iteration,"Tao Hu, Dmitri B. Chklovskii",http://arxiv.org/pdf/1210.0563v1,No journal ref found,none,cs.IT,Summary7920,1210.0734v1,2012-10-02T11:34:57Z,Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions,"Artemy Kolchinsky, Anália Lourenço, Lang Li, Luis M. Rocha",http://arxiv.org/pdf/1210.0734v1,Pac Symp Biocomput. 2013:409-20,none,stat.ML,Summary7921,1210.0758v1,2012-10-02T13:04:49Z,A fast compression-based similarity measure with applications to content-based image retrieval,"Daniele Cerra, Mihai Datcu",http://arxiv.org/pdf/1210.0758v1,"Journal of Visual Communication and Image Representation, vol. 23, no. 2, pp. 293-302, 2012",none,stat.ML,Summary7922,1210.0824v1,2012-10-02T16:08:53Z,Distributed High Dimensional Information Theoretical Image Registration via Random Projections,"Zoltan Szabo, Andras Lorincz",http://arxiv.org/pdf/1210.0824v1,"Zoltan Szabo, Andras Lorincz: Distributed High Dimensional Information Theoretical Image Registration via Random Projections. Digital Signal Processing, 22(6):894-902, 2012",none,cs.IT,Summary7923,1210.1461v1,2012-10-04T14:23:34Z,A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound,"Shusen Wang, Zhihua Zhang, Jian Li",http://arxiv.org/pdf/1210.1461v1,"Shusen Wang and Zhihua Zhang. A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound. In Advances in Neural Information Processing Systems 25, 2012",none,cs.LG,Summary7924,1210.2085v2,2012-10-07T18:27:03Z,Privacy Aware Learning,"John C. Duchi, Michael I. Jordan, Martin J. Wainwright",http://arxiv.org/pdf/1210.2085v2,No journal ref found,none,stat.ML,Summary7925,1210.2289v1,2012-10-08T14:14:13Z,A Fast Distributed Proximal-Gradient Method,"Annie I. Chen, Asuman Ozdaglar",http://arxiv.org/pdf/1210.2289v1,No journal ref found,none,cs.DC,Summary7926,1210.3384v4,2012-10-11T22:20:33Z,Inferring clonal evolution of tumors from single nucleotide somatic mutations,"Wei Jiao, Shankar Vembu, Amit G. Deshwar, Lincoln Stein, Quaid Morris",http://arxiv.org/pdf/1210.3384v4,No journal ref found,none,cs.LG,Summary7927,1210.4850v1,2012-10-16T17:35:39Z,Markov Determinantal Point Processes,"Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox",http://arxiv.org/pdf/1210.4850v1,No journal ref found,none,cs.LG,Summary7928,1210.4859v1,2012-10-16T17:38:13Z,Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators,"Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan, Shirish Shevade",http://arxiv.org/pdf/1210.4859v1,No journal ref found,none,cs.LG,Summary7929,1210.4860v1,2012-10-16T17:38:22Z,Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data,"Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi",http://arxiv.org/pdf/1210.4860v1,No journal ref found,none,cs.SI,Summary7930,1210.4869v1,2012-10-16T17:40:52Z,Response Aware Model-Based Collaborative Filtering,"Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King",http://arxiv.org/pdf/1210.4869v1,No journal ref found,none,cs.LG,Summary7931,1210.4883v1,2012-10-16T17:45:11Z,A Model-Based Approach to Rounding in Spectral Clustering,"Leonard K. M. Poon, April H. Liu, Tengfei Liu, Nevin Lianwen Zhang",http://arxiv.org/pdf/1210.4883v1,No journal ref found,none,cs.LG,Summary7932,1210.4902v1,2012-10-16T17:51:21Z,Efficiently Searching for Frustrated Cycles in MAP Inference,"David Sontag, Do Kook Choe, Yitao Li",http://arxiv.org/pdf/1210.4902v1,No journal ref found,none,cs.DS,Summary7933,1210.4914v1,2012-10-16T17:56:08Z,Latent Structured Ranking,"Jason Weston, John Blitzer",http://arxiv.org/pdf/1210.4914v1,No journal ref found,none,cs.LG,Summary7934,1210.4919v1,2012-10-16T17:57:06Z,Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants,"Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Roemer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer",http://arxiv.org/pdf/1210.4919v1,No journal ref found,none,cs.LG,Summary7935,1210.4920v1,2012-10-16T17:57:22Z,Factorized Multi-Modal Topic Model,"Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell",http://arxiv.org/pdf/1210.4920v1,No journal ref found,none,cs.LG,Summary7936,1210.5338v2,2012-10-19T08:08:55Z,Pairwise MRF Calibration by Perturbation of the Bethe Reference Point,"Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin",http://arxiv.org/pdf/1210.5338v2,No journal ref found,none,cond-mat.dis-nn,Summary7937,1210.7054v1,2012-10-26T05:35:26Z,Large-Scale Sparse Principal Component Analysis with Application to Text Data,"Youwei Zhang, Laurent El Ghaoui",http://arxiv.org/pdf/1210.7054v1,No journal ref found,none,stat.ML,Summary7938,1210.7056v1,2012-10-26T05:36:57Z,Selective Transfer Learning for Cross Domain Recommendation,"Zhongqi Lu, Erheng Zhong, Lili Zhao, Wei Xiang, Weike Pan, Qiang Yang",http://arxiv.org/pdf/1210.7056v1,No journal ref found,none,cs.LG,Summary7939,1210.7559v4,2012-10-29T04:38:41Z,Tensor decompositions for learning latent variable models,"Anima Anandkumar, Rong Ge, Daniel Hsu, Sham M. Kakade, Matus Telgarsky",http://arxiv.org/pdf/1210.7559v4,"Journal of Machine Learning Research, 15(Aug):2773-2832, 2014",none,cs.LG,Summary7940,1303.0073v2,2013-03-01T03:38:35Z,A Method for Comparing Hedge Funds,Uri Kartoun,http://arxiv.org/pdf/1303.0073v2,No journal ref found,none,q-fin.ST,Summary7941,1303.0076v2,2013-03-01T03:49:11Z,Bio-Signals-based Situation Comparison Approach to Predict Pain,Uri Kartoun,http://arxiv.org/pdf/1303.0076v2,No journal ref found,none,stat.AP,Summary7942,1303.0283v2,2013-03-01T03:45:42Z,Inverse Signal Classification for Financial Instruments,Uri Kartoun,http://arxiv.org/pdf/1303.0283v2,No journal ref found,none,cs.LG,Summary7943,1303.0341v2,2013-03-02T03:22:37Z,Matrix Completion via Max-Norm Constrained Optimization,"T. Tony Cai, Wen-Xin Zhou",http://arxiv.org/pdf/1303.0341v2,No journal ref found,none,cs.LG,Summary7944,1303.0551v2,2013-03-03T19:08:55Z,Sparse PCA through Low-rank Approximations,"Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis",http://arxiv.org/pdf/1303.0551v2,No journal ref found,none,stat.ML,Summary7945,1303.0663v1,2013-03-04T10:17:49Z,Denoising Deep Neural Networks Based Voice Activity Detection,"Xiao-Lei Zhang, Ji Wu",http://arxiv.org/pdf/1303.0663v1,No journal ref found,none,cs.LG,Summary7946,1303.0665v2,2013-03-04T10:34:13Z,Personalized News Recommendation with Context Trees,"Florent Garcin, Christos Dimitrakakis, Boi Faltings",http://arxiv.org/pdf/1303.0665v2,"Proceedings of the 7th ACM conference on Recommender systems (2013), pp. 105--112",none,cs.IR,Summary7947,1303.0742v1,2013-03-04T15:58:24Z,Multivariate Temporal Dictionary Learning for EEG,"Quentin Barthélemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars",http://arxiv.org/pdf/1303.0742v1,"Published in Journal of Neuroscience Methods, vol. 215, pp. 19-28, 2013",none,cs.LG,Summary7948,1303.2663v2,2013-03-11T20:00:32Z,Spectral Clustering with Epidemic Diffusion,"Laura M. Smith, Kristina Lerman, Cristina Garcia-Cardona, Allon G. Percus, Rumi Ghosh",http://arxiv.org/pdf/1303.2663v2,No journal ref found,none,cs.SI,Summary7949,1303.2823v2,2013-03-12T10:16:29Z,Gaussian Processes for Nonlinear Signal Processing,"Fernando Pérez-Cruz, Steven Van Vaerenbergh, Juan José Murillo-Fuentes, Miguel Lázaro-Gredilla, Ignacio Santamaria",http://arxiv.org/pdf/1303.2823v2,"IEEE Signal Processing Magazine, vol.30, no.4, pp.40-50, July 2013",none,cs.LG,Summary7950,1303.3207v4,2013-03-13T16:22:03Z,Group-Sparse Model Selection: Hardness and Relaxations,"Luca Baldassarre, Nirav Bhan, Volkan Cevher, Anastasios Kyrillidis, Siddhartha Satpathi",http://arxiv.org/pdf/1303.3207v4,No journal ref found,none,cs.LG,Summary7951,1303.4434v1,2013-03-18T21:41:53Z,A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems,"Pinghua Gong, Changshui Zhang, Zhaosong Lu, Jianhua Huang, Jieping Ye",http://arxiv.org/pdf/1303.4434v1,No journal ref found,none,cs.LG,Summary7952,1303.4694v2,2013-03-12T04:33:14Z,Recovering Non-negative and Combined Sparse Representations,"Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias",http://arxiv.org/pdf/1303.4694v2,No journal ref found,none,math.NA,Summary7953,1303.4778v2,2013-03-19T22:17:20Z,Greedy Feature Selection for Subspace Clustering,"Eva L. Dyer, Aswin C. Sankaranarayanan, Richard G. Baraniuk",http://arxiv.org/pdf/1303.4778v2,"Journal of Machine Learning Research, Vol.14, Issue 1, pp. 2487-2517, January 2013",none,cs.LG,Summary7954,1303.5145v4,2013-03-21T02:10:10Z,Node-Based Learning of Multiple Gaussian Graphical Models,"Karthik Mohan, Palma London, Maryam Fazel, Daniela Witten, Su-In Lee",http://arxiv.org/pdf/1303.5145v4,No journal ref found,none,stat.ML,Summary7955,1303.5685v2,2013-03-22T18:44:56Z,Sparse Factor Analysis for Learning and Content Analytics,"Andrew S. Lan, Andrew E. Waters, Christoph Studer, Richard G. Baraniuk",http://arxiv.org/pdf/1303.5685v2,"Journal of Machine Learning Research, vol. 15, pp. 1959-2008, June, 2014",none,stat.ML,Summary7956,1303.5984v1,2013-03-24T19:56:49Z,Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems,"Morteza Ibrahimi, Adel Javanmard, Benjamin Van Roy",http://arxiv.org/pdf/1303.5984v1,Advances in Neural Information Processing Systems (NIPS) 2012: 2645-2653,none,stat.ML,Summary7957,1303.6370v1,2013-03-26T02:36:49Z,Convex Tensor Decomposition via Structured Schatten Norm Regularization,"Ryota Tomioka, Taiji Suzuki",http://arxiv.org/pdf/1303.6370v1,No journal ref found,none,stat.ML,Summary7958,1303.7226v1,2013-03-28T19:56:39Z,Detecting Overlapping Temporal Community Structure in Time-Evolving Networks,"Yudong Chen, Vikas Kawadia, Rahul Urgaonkar",http://arxiv.org/pdf/1303.7226v1,No journal ref found,none,cs.SI,Summary7959,1303.7286v3,2013-03-29T03:11:21Z,On the symmetrical Kullback-Leibler Jeffreys centroids,Frank Nielsen,http://arxiv.org/pdf/1303.7286v3,"IEEE Signal Processing Letters (Volume:20 , Issue: 7 ), pp. 657-660, 2013",none,cs.IT,Summary7960,1303.7461v2,2013-03-29T19:15:04Z,Universal Approximation Depth and Errors of Narrow Belief Networks with Discrete Units,Guido F. Montúfar,http://arxiv.org/pdf/1303.7461v2,No journal ref found,none,stat.ML,Summary7961,1303.7474v1,2013-03-29T19:52:31Z,Independent Vector Analysis: Identification Conditions and Performance Bounds,"Matthew Anderson, Geng-Shen Fu, Ronald Phlypo, Tülay Adalı",http://arxiv.org/pdf/1303.7474v1,No journal ref found,none,cs.LG,Summary7962,1305.0051v1,2013-04-30T22:57:12Z,Revealing social networks of spammers through spectral clustering,"Kevin S. Xu, Mark Kliger, Yilun Chen, Peter J. Woolf, Alfred O. Hero III",http://arxiv.org/pdf/1305.0051v1,No journal ref found,none,cs.SI,Summary7963,1305.0395v1,2013-05-02T11:17:47Z,Tensor Decompositions: A New Concept in Brain Data Analysis?,Andrzej Cichocki,http://arxiv.org/pdf/1305.0395v1,"Control Measurement, and System Integration (SICE), special issue; Measurement of Brain Functions and Bio-Signals, 7, 507-517, (2011)",none,cs.NA,Summary7964,1305.0638v1,2013-05-03T08:26:05Z,Feature Selection Based on Term Frequency and T-Test for Text Categorization,"Deqing Wang, Hui Zhang, Rui Liu, Weifeng Lv",http://arxiv.org/pdf/1305.0638v1,No journal ref found,none,cs.LG,Summary7965,1305.3120v1,2013-05-14T11:49:34Z,Optimization with First-Order Surrogate Functions,Julien Mairal,http://arxiv.org/pdf/1305.3120v1,No journal ref found,none,stat.ML,Summary7966,1305.3207v1,2013-05-14T16:54:10Z,Efficient Density Estimation via Piecewise Polynomial Approximation,"Siu-On Chan, Ilias Diakonikolas, Rocco A. Servedio, Xiaorui Sun",http://arxiv.org/pdf/1305.3207v1,No journal ref found,none,cs.LG,Summary7967,1305.3334v1,2013-05-15T01:22:34Z,Online Learning in a Contract Selection Problem,"Cem Tekin, Mingyan Liu",http://arxiv.org/pdf/1305.3334v1,No journal ref found,none,cs.LG,Summary7968,1305.5029v2,2013-05-22T06:30:46Z,Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates,"Yuchen Zhang, John C. Duchi, Martin J. Wainwright",http://arxiv.org/pdf/1305.5029v2,No journal ref found,none,math.ST,Summary7969,1305.5399v1,2013-05-23T12:44:29Z,A Primal Condition for Approachability with Partial Monitoring,"Shie Mannor, Vianney Perchet, Gilles Stoltz",http://arxiv.org/pdf/1305.5399v1,No journal ref found,none,math.OC,Summary7970,1305.5782v1,2013-05-24T16:32:10Z,Adapting the Stochastic Block Model to Edge-Weighted Networks,"Christopher Aicher, Abigail Z. Jacobs, Aaron Clauset",http://arxiv.org/pdf/1305.5782v1,No journal ref found,none,stat.ML,Summary7971,1305.5826v1,2013-05-24T19:00:28Z,Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations,"Jie Chen, Nannan Cao, Kian Hsiang Low, Ruofei Ouyang, Colin Keng-Yan Tan, Patrick Jaillet",http://arxiv.org/pdf/1305.5826v1,No journal ref found,none,stat.ML,Summary7972,1305.6568v1,2013-05-28T17:47:08Z,Reinforcement Learning for the Soccer Dribbling Task,"Arthur Carvalho, Renato Oliveira",http://arxiv.org/pdf/1305.6568v1,No journal ref found,none,cs.LG,Summary7973,1306.0160v2,2013-06-02T00:45:12Z,Phase Retrieval using Alternating Minimization,"Praneeth Netrapalli, Prateek Jain, Sujay Sanghavi",http://arxiv.org/pdf/1306.0160v2,No journal ref found,none,stat.ML,Summary7974,1306.0308v2,2013-06-03T06:56:47Z,Probabilistic Solutions to Differential Equations and their Application to Riemannian Statistics,"Philipp Hennig, Søren Hauberg",http://arxiv.org/pdf/1306.0308v2,"Proceedings of the 17th International Conference on Artificial Intelligence and Statistics (AISTATS) 2014, Reykjavik, Iceland. Journal of Machine Learning Research: W&CP volume 33",none,stat.ML,Summary7975,1306.0604v3,2013-06-03T21:49:19Z,Distributed k-Means and k-Median Clustering on General Topologies,"Maria Florina Balcan, Steven Ehrlich, Yingyu Liang",http://arxiv.org/pdf/1306.0604v3,No journal ref found,none,cs.LG,Summary7976,1306.0626v1,2013-06-04T00:38:17Z,Provable Inductive Matrix Completion,"Prateek Jain, Inderjit S. Dhillon",http://arxiv.org/pdf/1306.0626v1,No journal ref found,none,cs.LG,Summary7977,1306.0811v3,2013-06-04T14:24:31Z,A Gang of Bandits,"Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella",http://arxiv.org/pdf/1306.0811v3,No journal ref found,none,cs.LG,Summary7978,1306.0842v2,2013-06-04T16:09:20Z,Kernel Mean Estimation and Steins Effect,"Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur, Arthur Gretton, Bernhard Schölkopf",http://arxiv.org/pdf/1306.0842v2,No journal ref found,none,stat.ML,Summary7979,1306.1185v1,2013-06-05T17:42:57Z,Multiclass Total Variation Clustering,"Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht",http://arxiv.org/pdf/1306.1185v1,No journal ref found,none,stat.ML,Summary7980,1306.1323v1,2013-06-06T07:26:06Z,Verdict Accuracy of Quick Reduct Algorithm using Clustering and Classification Techniques for Gene Expression Data,"T. Chandrasekhar, K. Thangavel, E. N. Sathishkumar",http://arxiv.org/pdf/1306.1323v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 1, January 2012, page no. 357-363",none,cs.LG,Summary7981,1306.1350v4,2013-06-06T09:29:25Z,Diffusion map for clustering fMRI spatial maps extracted by independent component analysis,"Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi",http://arxiv.org/pdf/1306.1350v4,No journal ref found,none,cs.CE,Summary7982,1306.1716v1,2013-06-07T13:14:50Z,Fast greedy algorithm for subspace clustering from corrupted and incomplete data,"Alexander Petukhov, Inna Kozlov",http://arxiv.org/pdf/1306.1716v1,No journal ref found,none,cs.LG,Summary7983,1306.2035v1,2013-06-09T16:28:56Z,Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation,"Martin Azizyan, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1306.2035v1,No journal ref found,none,stat.ML,Summary7984,1306.2119v1,2013-06-10T07:31:10Z,Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n),"Francis Bach, Eric Moulines",http://arxiv.org/pdf/1306.2119v1,No journal ref found,none,cs.LG,Summary7985,1306.2298v3,2013-06-10T19:42:10Z,Generative Model Selection Using a Scalable and Size-Independent Complex Network Classifier,"Sadegh Motallebi, Sadegh Aliakbary, Jafar Habibi",http://arxiv.org/pdf/1306.2298v3,"Chaos 23, 043127 (2013);",none,cs.SI,Summary7986,1306.2547v3,2013-06-11T15:00:35Z,Efficient Classification for Metric Data,"Lee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer",http://arxiv.org/pdf/1306.2547v3,No journal ref found,none,cs.LG,Summary7987,1306.2685v3,2013-06-12T01:13:46Z,Flexible sampling of discrete data correlations without the marginal distributions,"Alfredo Kalaitzis, Ricardo Silva",http://arxiv.org/pdf/1306.2685v3,No journal ref found,none,stat.ML,Summary7988,1306.2861v2,2013-06-12T15:20:28Z,Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC,"Roger Frigola, Fredrik Lindsten, Thomas B. Schön, Carl E. Rasmussen",http://arxiv.org/pdf/1306.2861v2,"Published in NIPS 2013, Advances in Neural Information Processing Systems 26, pp. 3156--3164",none,stat.ML,Summary7989,1306.2906v1,2013-06-12T17:32:02Z,Robust Support Vector Machines for Speaker Verification Task,"Kawthar Yasmine Zergat, Abderrahmane Amrouche",http://arxiv.org/pdf/1306.2906v1,No journal ref found,none,cs.LG,Summary7990,1306.2979v4,2013-06-12T21:26:00Z,"Completing Any Low-rank Matrix, Provably","Yudong Chen, Srinadh Bhojanapalli, Sujay Sanghavi, Rachel Ward",http://arxiv.org/pdf/1306.2979v4,No journal ref found,none,stat.ML,Summary7991,1306.2999v1,2013-06-13T00:42:19Z,Dynamic Infinite Mixed-Membership Stochastic Blockmodel,"Xuhui Fan, Longbing Cao, Richard Yi Da Xu",http://arxiv.org/pdf/1306.2999v1,No journal ref found,none,cs.SI,Summary7992,1306.3058v1,2013-06-13T09:05:08Z,Physeter catodon localization by sparse coding,"Sébastien Paris, Yann Doh, Hervé Glotin, Xanadu Halkias, Joseph Razik",http://arxiv.org/pdf/1306.3058v1,No journal ref found,none,cs.LG,Summary7993,1306.3203v3,2013-06-13T19:22:16Z,Bregman Alternating Direction Method of Multipliers,"Huahua Wang, Arindam Banerjee",http://arxiv.org/pdf/1306.3203v3,No journal ref found,none,math.OC,Summary7994,1306.3343v3,2013-06-14T09:10:00Z,Relaxed Sparse Eigenvalue Conditions for Sparse Estimation via Non-convex Regularized Regression,"Zheng Pan, Changshui Zhang",http://arxiv.org/pdf/1306.3343v3,No journal ref found,none,cs.LG,Summary7995,1306.3409v1,2013-06-14T14:20:29Z,Constrained fractional set programs and their application in local clustering and community detection,"Thomas Bühler, Syama Sundar Rangapuram, Simon Setzer, Matthias Hein",http://arxiv.org/pdf/1306.3409v1,No journal ref found,none,stat.ML,Summary7996,1306.3474v1,2013-06-14T18:24:19Z,Classifying Single-Trial EEG during Motor Imagery with a Small Training Set,Yijun Wang,http://arxiv.org/pdf/1306.3474v1,No journal ref found,none,cs.LG,Summary7997,1306.3558v1,2013-06-15T08:52:46Z,Outlying Property Detection with Numerical Attributes,"Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco",http://arxiv.org/pdf/1306.3558v1,No journal ref found,none,cs.LG,Summary7998,1306.4447v1,2013-06-19T07:51:49Z,Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers,"Giuseppe Ateniese, Giovanni Felici, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali",http://arxiv.org/pdf/1306.4447v1,No journal ref found,none,cs.CR,Summary7999,1306.4650v2,2013-06-19T19:21:48Z,Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization,Julien Mairal,http://arxiv.org/pdf/1306.4650v2,No journal ref found,none,stat.ML,Summary8000,1306.5362v1,2013-06-23T00:31:15Z,A Statistical Perspective on Algorithmic Leveraging,"Ping Ma, Michael W. Mahoney, Bin Yu",http://arxiv.org/pdf/1306.5362v1,No journal ref found,none,stat.ME,Summary8001,1306.5825v5,2013-06-25T01:44:46Z,Fourier PCA and Robust Tensor Decomposition,"Navin Goyal, Santosh Vempala, Ying Xiao",http://arxiv.org/pdf/1306.5825v5,No journal ref found,none,cs.LG,Summary8002,1306.6482v1,2013-06-27T12:43:09Z,Traffic data reconstruction based on Markov random field modeling,"Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka",http://arxiv.org/pdf/1306.6482v1,Inverse Problems 30 (2014) 025003,none,stat.ML,Summary8003,1308.2867v2,2013-08-13T13:55:12Z,Composite Self-Concordant Minimization,"Quoc Tran-Dinh, Anastasios Kyrillidis, Volkan Cevher",http://arxiv.org/pdf/1308.2867v2,No journal ref found,none,stat.ML,Summary8004,1308.3506v1,2013-08-15T20:43:47Z,Computational Rationalization: The Inverse Equilibrium Problem,"Kevin Waugh, Brian D. Ziebart, J. Andrew Bagnell",http://arxiv.org/pdf/1308.3506v1,No journal ref found,none,cs.GT,Summary8005,1308.3740v1,2013-08-16T23:42:05Z,Standardizing Interestingness Measures for Association Rules,"Mateen Shaikh, Paul D. McNicholas, M. Luiza Antonie, T. Brendan Murphy",http://arxiv.org/pdf/1308.3740v1,No journal ref found,none,stat.AP,Summary8006,1308.4004v2,2013-08-19T12:46:33Z,A balanced k-means algorithm for weighted point sets,"Steffen Borgwardt, Andreas Brieden, Peter Gritzmann",http://arxiv.org/pdf/1308.4004v2,No journal ref found,none,math.OC,Summary8007,1308.4214v1,2013-08-20T02:50:43Z,Pylearn2: a machine learning research library,"Ian J. Goodfellow, David Warde-Farley, Pascal Lamblin, Vincent Dumoulin, Mehdi Mirza, Razvan Pascanu, James Bergstra, Frédéric Bastien, Yoshua Bengio",http://arxiv.org/pdf/1308.4214v1,No journal ref found,none,stat.ML,Summary8008,1308.4757v9,2013-08-22T03:40:41Z,Online and stochastic Douglas-Rachford splitting method for large scale machine learning,"Ziqiang Shi, Rujie Liu",http://arxiv.org/pdf/1308.4757v9,No journal ref found,none,cs.NA,Summary8009,1308.4915v2,2013-08-22T17:02:57Z,Minimal Dirichlet energy partitions for graphs,"Braxton Osting, Chris D. White, Edouard Oudet",http://arxiv.org/pdf/1308.4915v2,"SIAM Journal of Scientific Computing 36 (2014), no. 4, pp. A1635-A1651",none,math.OC,Summary8010,1308.5200v1,2013-08-23T18:35:59Z,"Manopt, a Matlab toolbox for optimization on manifolds","Nicolas Boumal, Bamdev Mishra, P. -A. Absil, Rodolphe Sepulchre",http://arxiv.org/pdf/1308.5200v1,"The Journal of Machine Learning Research, 15(1), 1455-1459 (2014)",none,cs.MS,Summary8011,1308.5275v1,2013-08-24T01:31:22Z,"The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking","Rishabh Iyer, Jeff Bilmes",http://arxiv.org/pdf/1308.5275v1,UAI-2013,none,cs.LG,Summary8012,1308.6273v5,2013-08-28T19:57:31Z,New Algorithms for Learning Incoherent and Overcomplete Dictionaries,"Sanjeev Arora, Rong Ge, Ankur Moitra",http://arxiv.org/pdf/1308.6273v5,No journal ref found,none,cs.DS,Summary8013,1308.6797v5,2013-08-30T17:03:16Z,"Online Ranking: Discrete Choice, Spearman Correlation and Other Feedback",Nir Ailon,http://arxiv.org/pdf/1308.6797v5,No journal ref found,none,cs.LG,Summary8014,1402.0282v1,2014-02-03T04:56:58Z,Principled Graph Matching Algorithms for Integrating Multiple Data Sources,"Duo Zhang, Benjamin I. P. Rubinstein, Jim Gemmell",http://arxiv.org/pdf/1402.0282v1,No journal ref found,none,cs.DB,Summary8015,1402.0422v1,2014-02-03T16:45:13Z,A high-reproducibility and high-accuracy method for automated topic classification,"Andrea Lancichinetti, M. Irmak Sirer, Jane X. Wang, Daniel Acuna, Konrad Körding, Luís A. Nunes Amaral",http://arxiv.org/pdf/1402.0422v1,No journal ref found,none,stat.ML,Summary8016,1402.0562v3,2014-02-04T01:34:50Z,Online Stochastic Optimization under Correlated Bandit Feedback,"Mohammad Gheshlaghi Azar, Alessandro Lazaric, Emma Brunskill",http://arxiv.org/pdf/1402.0562v3,No journal ref found,none,stat.ML,Summary8017,1402.1892v2,2014-02-08T21:14:29Z,Thresholding Classifiers to Maximize F1 Score,"Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy",http://arxiv.org/pdf/1402.1892v2,No journal ref found,none,stat.ML,Summary8018,1402.2043v2,2014-02-10T05:44:40Z,Approachability in unknown games: Online learning meets multi-objective optimization,"Shie Mannor, Vianney Perchet, Gilles Stoltz",http://arxiv.org/pdf/1402.2043v2,No journal ref found,none,stat.ML,Summary8019,1402.2044v1,2014-02-10T05:45:29Z,A Second-order Bound with Excess Losses,"Pierre Gaillard, Gilles Stoltz, Tim Van Erven",http://arxiv.org/pdf/1402.2044v1,No journal ref found,none,stat.ML,Summary8020,1402.2324v2,2014-02-10T22:53:15Z,Universal Matrix Completion,"Srinadh Bhojanapalli, Prateek Jain",http://arxiv.org/pdf/1402.2324v2,No journal ref found,none,stat.ML,Summary8021,1402.2594v1,2014-02-11T18:36:11Z,Online Nonparametric Regression,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1402.2594v1,No journal ref found,none,stat.ML,Summary8022,1402.2676v4,2014-02-11T21:39:54Z,Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data,"Hyokun Yun, Parameswaran Raman, S. V. N. Vishwanathan",http://arxiv.org/pdf/1402.2676v4,No journal ref found,none,stat.ML,Summary8023,1402.3070v1,2014-02-13T09:54:01Z,Squeezing bottlenecks: exploring the limits of autoencoder semantic representation capabilities,"Parth Gupta, Rafael E. Banchs, Paolo Rosso",http://arxiv.org/pdf/1402.3070v1,No journal ref found,none,cs.IR,Summary8024,1402.4102v2,2014-02-17T19:57:59Z,Stochastic Gradient Hamiltonian Monte Carlo,"Tianqi Chen, Emily B. Fox, Carlos Guestrin",http://arxiv.org/pdf/1402.4102v2,No journal ref found,none,stat.ME,Summary8025,1402.4279v2,2014-02-18T10:34:41Z,A Bayesian Model of node interaction in networks,Ingmar Schuster,http://arxiv.org/pdf/1402.4279v2,No journal ref found,none,cs.LG,Summary8026,1402.4371v1,2014-02-18T15:16:45Z,A convergence proof of the split Bregman method for regularized least-squares problems,"Hung Nien, Jeffrey A. Fessler",http://arxiv.org/pdf/1402.4371v1,No journal ref found,none,math.OC,Summary8027,1402.4381v1,2014-02-18T16:02:36Z,Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets,"Hung Nien, Jeffrey A. Fessler",http://arxiv.org/pdf/1402.4381v1,"IEEE Trans. Medical Imaging, 34(2):388-99, Feb. 2015",none,math.OC,Summary8028,1402.4419v3,2014-02-18T17:50:30Z,Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning,Julien Mairal,http://arxiv.org/pdf/1402.4419v3,No journal ref found,none,math.OC,Summary8029,1402.4653v1,2014-02-19T13:21:40Z,Retrieval of Experiments by Efficient Estimation of Marginal Likelihood,"Sohan Seth, John Shawe-Taylor, Samuel Kaski",http://arxiv.org/pdf/1402.4653v1,No journal ref found,none,stat.ML,Summary8030,1402.4732v1,2014-02-19T17:09:14Z,Efficient Inference of Gaussian Process Modulated Renewal Processes with Application to Medical Event Data,Thomas A. Lasko,http://arxiv.org/pdf/1402.4732v1,No journal ref found,none,stat.ML,Summary8031,1402.5131v6,2014-02-20T20:48:10Z,Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Noisy Matrix Decomposition,"Hanie Sedghi, Anima Anandkumar, Edmond Jonckheere",http://arxiv.org/pdf/1402.5131v6,No journal ref found,none,cs.LG,Summary8032,1402.5176v1,2014-02-21T00:42:48Z,Pareto-depth for Multiple-query Image Retrieval,"Ko-Jen Hsiao, Jeff Calder, Alfred O. Hero III",http://arxiv.org/pdf/1402.5176v1,No journal ref found,none,cs.IR,Summary8033,1402.5180v4,2014-02-21T01:37:02Z,Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-$1$ Updates,"Animashree Anandkumar, Rong Ge, Majid Janzamin",http://arxiv.org/pdf/1402.5180v4,No journal ref found,none,cs.LG,Summary8034,1402.5360v1,2014-02-21T17:24:53Z,Important Molecular Descriptors Selection Using Self Tuned Reweighted Sampling Method for Prediction of Antituberculosis Activity,"Doreswamy, Chanabasayya M. Vastrad",http://arxiv.org/pdf/1402.5360v1,No journal ref found,none,cs.LG,Summary8035,1402.5481v3,2014-02-22T05:10:56Z,From Predictive to Prescriptive Analytics,"Dimitris Bertsimas, Nathan Kallus",http://arxiv.org/pdf/1402.5481v3,No journal ref found,none,stat.ML,Summary8036,1402.5565v1,2014-02-23T00:26:48Z,Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies,"David M. Johnson, Caiming Xiong, Jason J. Corso",http://arxiv.org/pdf/1402.5565v1,No journal ref found,none,stat.ML,Summary8037,1402.5728v1,2014-02-24T06:07:56Z,Machine Learning Methods in the Computational Biology of Cancer,Mathukumalli Vidyasagar,http://arxiv.org/pdf/1402.5728v1,No journal ref found,none,q-bio.QM,Summary8038,1402.6076v1,2014-02-25T07:50:50Z,Machine Learning at Scale,"Sergei Izrailev, Jeremy M. Stanley",http://arxiv.org/pdf/1402.6076v1,No journal ref found,none,cs.LG,Summary8039,1402.6964v1,2014-02-27T16:41:26Z,Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices,"Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich",http://arxiv.org/pdf/1402.6964v1,No journal ref found,none,cs.LG,Summary8040,1403.0648v1,2014-03-04T01:14:40Z,Multi-period Trading Prediction Markets with Connections to Machine Learning,"Jinli Hu, Amos Storkey",http://arxiv.org/pdf/1403.0648v1,No journal ref found,none,cs.GT,Summary8041,1403.1600v1,2014-03-06T21:51:48Z,Collaborative Filtering with Information-Rich and Information-Sparse Entities,"Kai Zhu, Rui Wu, Lei Ying, R. Srikant",http://arxiv.org/pdf/1403.1600v1,No journal ref found,none,stat.ML,Summary8042,1403.2877v1,2014-03-12T10:35:15Z,A survey of dimensionality reduction techniques,"C. O. S. Sorzano, J. Vargas, A. Pascual Montano",http://arxiv.org/pdf/1403.2877v1,No journal ref found,none,stat.ML,Summary8043,1403.3080v2,2014-03-12T19:55:00Z,Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling,"Xi Chen, Qihang Lin, Dengyong Zhou",http://arxiv.org/pdf/1403.3080v2,No journal ref found,none,cs.LG,Summary8044,1403.3707v1,2014-03-14T20:37:06Z,Learning the Latent State Space of Time-Varying Graphs,"Nesreen K. Ahmed, Christopher Cole, Jennifer Neville",http://arxiv.org/pdf/1403.3707v1,No journal ref found,none,cs.SI,Summary8045,1403.5693v1,2014-03-22T18:21:29Z,Firefly Monte Carlo: Exact MCMC with Subsets of Data,"Dougal Maclaurin, Ryan P. Adams",http://arxiv.org/pdf/1403.5693v1,No journal ref found,none,stat.ML,Summary8046,1403.6530v2,2014-03-25T23:00:50Z,Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs,"Prashanth L. A., Mohammad Ghavamzadeh",http://arxiv.org/pdf/1403.6530v2,No journal ref found,none,cs.LG,Summary8047,1403.7550v3,2014-03-28T21:48:00Z,DimmWitted: A Study of Main-Memory Statistical Analytics,"Ce Zhang, Christopher Ré",http://arxiv.org/pdf/1403.7550v3,No journal ref found,none,cs.DB,Summary8048,1403.7737v2,2014-03-30T11:21:39Z,Sharpened Error Bounds for Random Sampling Based $\ell_2$ Regression,Shusen Wang,http://arxiv.org/pdf/1403.7737v2,No journal ref found,none,cs.LG,Summary8049,1403.7890v1,2014-03-31T07:18:55Z,Sparse K-Means with $\ell_{\infty}/\ell_0$ Penalty for High-Dimensional Data Clustering,"Xiangyu Chang, Yu Wang, Rongjian Li, Zongben Xu",http://arxiv.org/pdf/1403.7890v1,No journal ref found,none,stat.ML,Summary8050,1404.0400v1,2014-04-01T21:15:32Z,A Deep Representation for Invariance And Music Classification,"Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso Poggio",http://arxiv.org/pdf/1404.0400v1,No journal ref found,none,cs.SD,Summary8051,1404.0979v3,2014-04-03T15:46:54Z,Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information,"Martin Kasparick, Renato L. G. Cavalcante, Stefan Valentin, Slawomir Stanczak, Masahiro Yukawa",http://arxiv.org/pdf/1404.0979v3,No journal ref found,none,cs.NI,Summary8052,1404.1333v2,2014-04-04T18:20:23Z,Understanding Machine-learned Density Functionals,"Li Li, John C. Snyder, Isabelle M. Pelaschier, Jessica Huang, Uma-Naresh Niranjan, Paul Duncan, Matthias Rupp, Klaus-Robert Müller, Kieron Burke",http://arxiv.org/pdf/1404.1333v2,No journal ref found,none,physics.chem-ph,Summary8053,1404.1356v5,2014-04-04T19:33:55Z,Optimal learning with Bernstein Online Aggregation,Olivier Wintenberger,http://arxiv.org/pdf/1404.1356v5,No journal ref found,none,stat.ML,Summary8054,1404.1377v2,2014-04-04T20:00:30Z,Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion,"Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye",http://arxiv.org/pdf/1404.1377v2,No journal ref found,none,cs.LG,Summary8055,1404.2644v3,2014-04-09T22:16:39Z,A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning,"Aurélien Bellet, Yingyu Liang, Alireza Bagheri Garakani, Maria-Florina Balcan, Fei Sha",http://arxiv.org/pdf/1404.2644v3,No journal ref found,none,cs.DC,Summary8056,1404.2655v1,2014-04-10T00:19:17Z,Open problem: Tightness of maximum likelihood semidefinite relaxations,"Afonso S. Bandeira, Yuehaw Khoo, Amit Singer",http://arxiv.org/pdf/1404.2655v1,No journal ref found,none,math.OC,Summary8057,1404.3439v1,2014-04-13T23:07:20Z,Anytime Hierarchical Clustering,"Omur Arslan, Daniel E. Koditschek",http://arxiv.org/pdf/1404.3439v1,No journal ref found,none,stat.ML,Summary8058,1404.3591v2,2014-04-14T14:09:43Z,Hybrid Conditional Gradient - Smoothing Algorithms with Applications to Sparse and Low Rank Regularization,"Andreas Argyriou, Marco Signoretto, Johan Suykens",http://arxiv.org/pdf/1404.3591v2,No journal ref found,none,math.OC,Summary8059,1404.4175v1,2014-04-16T09:21:26Z,MEG Decoding Across Subjects,"Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani",http://arxiv.org/pdf/1404.4175v1,No journal ref found,none,stat.ML,Summary8060,1404.4644v1,2014-04-17T20:39:24Z,A New Space for Comparing Graphs,"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1404.4644v1,No journal ref found,none,stat.ME,Summary8061,1404.4667v1,2014-04-17T22:55:08Z,Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors,"Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis",http://arxiv.org/pdf/1404.4667v1,No journal ref found,none,stat.ML,Summary8062,1404.4997v3,2014-04-19T23:59:35Z,Tight bounds for learning a mixture of two gaussians,"Moritz Hardt, Eric Price",http://arxiv.org/pdf/1404.4997v3,No journal ref found,none,cs.LG,Summary8063,1404.5122v2,2014-04-21T06:35:57Z,Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals,"Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Zhouyue Pi, Bhaskar D. Rao",http://arxiv.org/pdf/1404.5122v2,"IEEE Transactions On Neural Systems And Rehabilitation Engineering, Vol. 22, No. 6, pp. 1186-1197, November 2014",none,cs.IT,Summary8064,1404.5165v2,2014-04-21T10:28:00Z,GP-Localize: Persistent Mobile Robot Localization using Online Sparse Gaussian Process Observation Model,"Nuo Xu, Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Baris Ozgul",http://arxiv.org/pdf/1404.5165v2,No journal ref found,none,cs.RO,Summary8065,1404.5692v2,2014-04-23T03:31:45Z,Forward - Backward Greedy Algorithms for Atomic Norm Regularization,"Nikhil Rao, Parikshit Shah, Stephen Wright",http://arxiv.org/pdf/1404.5692v2,No journal ref found,none,cs.DS,Summary8066,1404.6216v1,2014-04-24T18:35:37Z,CoRE Kernels,Ping Li,http://arxiv.org/pdf/1404.6216v1,No journal ref found,none,stat.ML,Summary8067,1404.7048v2,2014-04-25T13:28:37Z,Multiscale Event Detection in Social Media,"Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard",http://arxiv.org/pdf/1404.7048v2,"Data Mining and Knowledge Discovery, vol. 29, no. 5, pp. 1374-1405, September 2015",none,cs.SI,Summary8068,1404.7456v1,2014-04-28T17:19:25Z,Automatic Differentiation of Algorithms for Machine Learning,"Atilim Gunes Baydin, Barak A. Pearlmutter",http://arxiv.org/pdf/1404.7456v1,No journal ref found,none,cs.LG,Summary8069,1404.7796v2,2014-04-30T16:55:00Z,Majority Vote of Diverse Classifiers for Late Fusion,"Emilie Morvant, Amaury Habrard, Stéphane Ayache",http://arxiv.org/pdf/1404.7796v2,No journal ref found,none,stat.ML,Summary8070,1406.1102v2,2014-06-04T16:37:33Z,Linear Convergence of Variance-Reduced Stochastic Gradient without Strong Convexity,"Pinghua Gong, Jieping Ye",http://arxiv.org/pdf/1406.1102v2,No journal ref found,none,cs.NA,Summary8071,1406.2572v1,2014-06-10T14:52:14Z,Identifying and attacking the saddle point problem in high-dimensional non-convex optimization,"Yann Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio",http://arxiv.org/pdf/1406.2572v1,No journal ref found,none,cs.LG,Summary8072,1406.2582v2,2014-06-10T15:13:24Z,Probabilistic ODE Solvers with Runge-Kutta Means,"Michael Schober, David Duvenaud, Philipp Hennig",http://arxiv.org/pdf/1406.2582v2,No journal ref found,none,stat.ML,Summary8073,1406.2646v1,2014-06-10T17:48:58Z,Learning with Cross-Kernels and Ideal PCA,"Franz J Király, Martin Kreuzer, Louis Theran",http://arxiv.org/pdf/1406.2646v1,No journal ref found,none,cs.LG,Summary8074,1406.2721v1,2014-06-10T21:03:22Z,Learning Latent Variable Gaussian Graphical Models,"Zhaoshi Meng, Brian Eriksson, Alfred O. Hero III",http://arxiv.org/pdf/1406.2721v1,No journal ref found,none,stat.ML,Summary8075,1406.3852v3,2014-06-15T19:23:11Z,A low variance consistent test of relative dependency,"Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew Blaschko",http://arxiv.org/pdf/1406.3852v3,No journal ref found,none,stat.ML,Summary8076,1406.3895v1,2014-06-16T03:29:48Z,The Laplacian K-modes algorithm for clustering,"Weiran Wang, Miguel Á. Carreira-Perpiñán",http://arxiv.org/pdf/1406.3895v1,No journal ref found,none,cs.LG,Summary8077,1406.4445v2,2014-06-13T20:08:58Z,RAPID: Rapidly Accelerated Proximal Gradient Algorithms for Convex Minimization,"Ziming Zhang, Venkatesh Saligrama",http://arxiv.org/pdf/1406.4445v2,No journal ref found,none,stat.ML,Summary8078,1406.4580v1,2014-06-18T03:06:52Z,Primitives for Dynamic Big Model Parallelism,"Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing",http://arxiv.org/pdf/1406.4580v1,No journal ref found,none,stat.ML,Summary8079,1406.4905v2,2014-06-18T22:16:27Z,Variational Gaussian Process State-Space Models,"Roger Frigola, Yutian Chen, Carl E. Rasmussen",http://arxiv.org/pdf/1406.4905v2,"R. Frigola, Y. Chen and C. E. Rasmussen. Variational Gaussian Process State-Space Models, in Advances in Neural Information Processing Systems (NIPS), 2014",none,cs.LG,Summary8080,1406.5036v1,2014-06-19T13:30:12Z,Inferring causal structure: a quantum advantage,"Katja Ried, Megan Agnew, Lydia Vermeyden, Dominik Janzing, Robert W. Spekkens, Kevin J. Resch",http://arxiv.org/pdf/1406.5036v1,"Nat Phys 11, 414-420 (2015)",none,quant-ph,Summary8081,1406.5286v1,2014-06-20T06:45:24Z,Enhancing Pure-Pixel Identification Performance via Preconditioning,"Nicolas Gillis, Wing-Kin Ma",http://arxiv.org/pdf/1406.5286v1,"SIAM J. on Imaging Sciences 8 (2), pp. 1161-1186, 2015",none,stat.ML,Summary8082,1406.5647v3,2014-06-21T20:08:38Z,On semidefinite relaxations for the block model,"Arash A. Amini, Elizaveta Levina",http://arxiv.org/pdf/1406.5647v3,No journal ref found,none,cs.LG,Summary8083,1406.5706v2,2014-06-22T11:38:59Z,On the Maximum Entropy Property of the First-Order Stable Spline Kernel and its Implications,Francesca Paola Carli,http://arxiv.org/pdf/1406.5706v2,No journal ref found,none,math.ST,Summary8084,1406.5736v1,2014-06-22T15:34:15Z,Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction,"Chao Ding, Hou-Duo Qi",http://arxiv.org/pdf/1406.5736v1,No journal ref found,none,stat.ML,Summary8085,1406.6200v1,2014-06-24T10:56:13Z,Combining predictions from linear models when training and test inputs differ,Thijs van Ommen,http://arxiv.org/pdf/1406.6200v1,No journal ref found,none,stat.ME,Summary8086,1406.6603v3,2014-06-25T15:12:48Z,A scaled gradient projection method for Bayesian learning in dynamical systems,"Silvia Bonettini, Alessandro Chiuso, Marco Prato",http://arxiv.org/pdf/1406.6603v3,"SIAM Journal on Scientific Computing 37 (2015), A1297-A1318",none,math.NA,Summary8087,1406.6720v1,2014-06-25T22:01:56Z,Mass-Univariate Hypothesis Testing on MEEG Data using Cross-Validation,Seyed Mostafa Kia,http://arxiv.org/pdf/1406.6720v1,No journal ref found,none,stat.ML,Summary8088,1406.7250v3,2014-06-27T18:01:20Z,Reconstructing subclonal composition and evolution from whole genome sequencing of tumors,"Amit G. Deshwar, Shankar Vembu, Christina K. Yung, Gun Ho Jang, Lincoln Stein, Quaid Morris",http://arxiv.org/pdf/1406.7250v3,No journal ref found,none,q-bio.PE,Summary8089,1406.7842v3,2014-06-30T18:33:59Z,Learning Laplacian Matrix in Smooth Graph Signal Representations,"Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst",http://arxiv.org/pdf/1406.7842v3,No journal ref found,none,cs.LG,Summary8090,1406.7865v4,2014-06-30T19:34:23Z,Simple connectome inference from partial correlation statistics in calcium imaging,"Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts",http://arxiv.org/pdf/1406.7865v4,No journal ref found,none,stat.ML,Summary8091,1407.0067v2,2014-06-30T22:00:57Z,Rates of Convergence for Nearest Neighbor Classification,"Kamalika Chaudhuri, Sanjoy Dasgupta",http://arxiv.org/pdf/1407.0067v2,No journal ref found,none,cs.LG,Summary8092,1407.0202v3,2014-07-01T11:47:56Z,SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives,"Aaron Defazio, Francis Bach, Simon Lacoste-Julien",http://arxiv.org/pdf/1407.0202v3,No journal ref found,none,cs.LG,Summary8093,1407.0286v2,2014-07-01T15:45:05Z,DC approximation approaches for sparse optimization,"Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le, Xuan Thanh Vo",http://arxiv.org/pdf/1407.0286v2,No journal ref found,none,cs.NA,Summary8094,1407.0312v3,2014-07-01T16:37:22Z,Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling,"Xingguo Li, Jarvis Haupt",http://arxiv.org/pdf/1407.0312v3,No journal ref found,none,cs.IT,Summary8095,1407.0316v3,2014-07-01T16:53:51Z,Significant Subgraph Mining with Multiple Testing Correction,"Mahito Sugiyama, Felipe Llinares López, Niklas Kasenburg, Karsten M. Borgwardt",http://arxiv.org/pdf/1407.0316v3,No journal ref found,none,stat.ME,Summary8096,1407.0449v1,2014-07-02T03:19:43Z,Classification-based Approximate Policy Iteration: Experiments and Extended Discussions,"Amir-massoud Farahmand, Doina Precup, André M. S. Barreto, Mohammad Ghavamzadeh",http://arxiv.org/pdf/1407.0449v1,No journal ref found,none,cs.LG,Summary8097,1407.0726v2,2014-07-02T21:27:23Z,Fast Algorithm for Low-rank matrix recovery in Poisson noise,"Yang Cao, Yao Xie",http://arxiv.org/pdf/1407.0726v2,No journal ref found,none,stat.ML,Summary8098,1407.0753v6,2014-07-03T00:29:25Z,Global convergence of splitting methods for nonconvex composite optimization,"Guoyin Li, Ting Kei Pong",http://arxiv.org/pdf/1407.0753v6,No journal ref found,none,math.OC,Summary8099,1407.0822v1,2014-07-03T09:05:33Z,Reducing Offline Evaluation Bias in Recommendation Systems,"Arnaud De Myttenaere, Bénédicte Le Grand, Boris Golden, Fabrice Rossi",http://arxiv.org/pdf/1407.0822v1,No journal ref found,none,cs.IR,Summary8100,1407.1097v1,2014-07-04T00:39:00Z,Robust Optimization using Machine Learning for Uncertainty Sets,"Theja Tulabandhula, Cynthia Rudin",http://arxiv.org/pdf/1407.1097v1,No journal ref found,none,math.OC,Summary8101,1407.1543v2,2014-07-06T20:42:05Z,Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method,"Boaz Barak, Jonathan A. Kelner, David Steurer",http://arxiv.org/pdf/1407.1543v2,No journal ref found,none,cs.DS,Summary8102,1407.2433v3,2014-07-09T11:04:15Z,Identifying Cover Songs Using Information-Theoretic Measures of Similarity,"Peter Foster, Simon Dixon, Anssi Klapuri",http://arxiv.org/pdf/1407.2433v3,"IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23 no. 6, pp. 993-1005, 2015",none,cs.IR,Summary8103,1407.2674v1,2014-07-10T01:42:44Z,Private Learning and Sanitization: Pure vs. Approximate Differential Privacy,"Amos Beimel, Kobbi Nissim, Uri Stemmer",http://arxiv.org/pdf/1407.2674v1,No journal ref found,none,cs.LG,Summary8104,1407.2806v1,2014-07-10T14:32:37Z,Bandits Warm-up Cold Recommender Systems,"Jérémie Mary, Romaric Gaudel, Preux Philippe",http://arxiv.org/pdf/1407.2806v1,No journal ref found,none,cs.LG,Summary8105,1407.3242v1,2014-07-11T18:24:15Z,Density Adaptive Parallel Clustering,Marcello La Rocca,http://arxiv.org/pdf/1407.3242v1,No journal ref found,none,cs.DS,Summary8106,1407.3289v2,2014-07-11T20:32:34Z,Altitude Training: Strong Bounds for Single-Layer Dropout,"Stefan Wager, William Fithian, Sida Wang, Percy Liang",http://arxiv.org/pdf/1407.3289v2,No journal ref found,none,stat.ML,Summary8107,1407.4070v1,2014-07-15T17:47:44Z,Fast matrix completion without the condition number,"Moritz Hardt, Mary Wootters",http://arxiv.org/pdf/1407.4070v1,No journal ref found,none,cs.LG,Summary8108,1407.4430v1,2014-07-16T19:05:55Z,Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System,"Zhaoyi Kang, Costas J. Spanos",http://arxiv.org/pdf/1407.4430v1,No journal ref found,none,stat.ML,Summary8109,1407.4729v2,2014-07-17T16:27:36Z,Sparse Partially Linear Additive Models,"Yin Lou, Jacob Bien, Rich Caruana, Johannes Gehrke",http://arxiv.org/pdf/1407.4729v2,No journal ref found,none,stat.ME,Summary8110,1407.5158v2,2014-07-19T07:04:08Z,Tight convex relaxations for sparse matrix factorization,"Emile Richard, Guillaume Obozinski, Jean-Philippe Vert",http://arxiv.org/pdf/1407.5158v2,No journal ref found,none,stat.ML,Summary8111,1407.6089v2,2014-07-23T01:54:31Z,Learning Rank Functionals: An Empirical Study,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1407.6089v2,No journal ref found,none,cs.IR,Summary8112,1407.6128v1,2014-07-23T08:20:09Z,Permutation Models for Collaborative Ranking,"Truyen Tran, Svetha Venkatesh",http://arxiv.org/pdf/1407.6128v1,No journal ref found,none,cs.IR,Summary8113,1407.7299v1,2014-07-28T00:41:12Z,"Algorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization","Amy N. Langville, Carl D. Meyer, Russell Albright, James Cox, David Duling",http://arxiv.org/pdf/1407.7299v1,No journal ref found,none,cs.NA,Summary8114,1407.7566v1,2014-07-28T20:52:18Z,Dependence versus Conditional Dependence in Local Causal Discovery from Gene Expression Data,"Eric V. Strobl, Shyam Visweswaran",http://arxiv.org/pdf/1407.7566v1,No journal ref found,none,q-bio.QM,Summary8115,1407.8067v1,2014-07-30T14:51:19Z,Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases,"Fei Yu, Michal Rybar, Caroline Uhler, Stephen E. Fienberg",http://arxiv.org/pdf/1407.8067v1,No journal ref found,none,stat.ML,Summary8116,1407.8187v1,2014-07-30T20:00:14Z,Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation,"Charles K. Fisher, Pankaj Mehta",http://arxiv.org/pdf/1407.8187v1,No journal ref found,none,q-bio.QM,Summary8117,1410.0342v4,2014-10-01T19:31:40Z,Generalized Low Rank Models,"Madeleine Udell, Corinne Horn, Reza Zadeh, Stephen Boyd",http://arxiv.org/pdf/1410.0342v4,No journal ref found,none,stat.ML,Summary8118,1410.0633v3,2014-10-02T18:20:04Z,Deterministic Conditions for Subspace Identifiability from Incomplete Sampling,"Daniel L. Pimentel-Alarcón, Robert D. Nowak, Nigel Boston",http://arxiv.org/pdf/1410.0633v3,No journal ref found,none,stat.ML,Summary8119,1410.0908v1,2014-10-03T16:38:53Z,Probit Normal Correlated Topic Models,"Xingchen Yu, Ernest Fokoue",http://arxiv.org/pdf/1410.0908v1,No journal ref found,none,stat.ML,Summary8120,1410.0996v1,2014-10-03T23:30:16Z,Minimax Analysis of Active Learning,"Steve Hanneke, Liu Yang",http://arxiv.org/pdf/1410.0996v1,No journal ref found,none,cs.LG,Summary8121,1410.2500v5,2014-10-09T15:08:57Z,Trust-and-Verify Error Bounds for K-Nearest Neighbor Classifiers,"Eric Bax, Lingjie Weng, Xu Tian",http://arxiv.org/pdf/1410.2500v5,No journal ref found,none,cs.LG,Summary8122,1410.3169v1,2014-10-13T00:21:59Z,Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications,"Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness",http://arxiv.org/pdf/1410.3169v1,No journal ref found,none,cs.CG,Summary8123,1410.3351v2,2014-10-13T15:37:20Z,Coarse Ricci curvature with applications to manifold learning problem,"Antonio G. Ache, Micah W. Warren",http://arxiv.org/pdf/1410.3351v2,No journal ref found,none,math.DG,Summary8124,1410.3596v2,2014-10-14T07:41:34Z,Detection of cheating by decimation algorithm,"Shogo Yamanaka, Masayuki Ohzeki, Aurelien Decelle",http://arxiv.org/pdf/1410.3596v2,No journal ref found,none,stat.ML,Summary8125,1410.3886v1,2014-10-14T22:41:20Z,Tighter Low-rank Approximation via Sampling the Leveraged Element,"Srinadh Bhojanapalli, Prateek Jain, Sujay Sanghavi",http://arxiv.org/pdf/1410.3886v1,No journal ref found,none,cs.DS,Summary8126,1410.4009v1,2014-10-15T11:01:52Z,Thompson sampling with the online bootstrap,"Dean Eckles, Maurits Kaptein",http://arxiv.org/pdf/1410.4009v1,No journal ref found,none,cs.LG,Summary8127,1410.4062v1,2014-10-15T13:50:34Z,Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning,"Emanuele Frandi, Ricardo Nanculef, Johan Suykens",http://arxiv.org/pdf/1410.4062v1,No journal ref found,none,stat.ML,Summary8128,1410.4355v4,2014-10-16T09:57:20Z,Multi-Level Anomaly Detection on Time-Varying Graph Data,"Robert A. Bridges, John Collins, Erik M. Ferragut, Jason Laska, Blair D. Sullivan",http://arxiv.org/pdf/1410.4355v4,No journal ref found,none,cs.SI,Summary8129,1410.4828v1,2014-10-17T19:19:29Z,Generalized Conditional Gradient for Sparse Estimation,"Yaoliang Yu, Xinhua Zhang, Dale Schuurmans",http://arxiv.org/pdf/1410.4828v1,No journal ref found,none,math.OC,Summary8130,1410.4984v1,2014-10-18T18:12:57Z,Gaussian Process Models with Parallelization and GPU acceleration,"Zhenwen Dai, Andreas Damianou, James Hensman, Neil Lawrence",http://arxiv.org/pdf/1410.4984v1,No journal ref found,none,cs.DC,Summary8131,1410.5410v2,2014-10-20T19:54:58Z,Improved Asymmetric Locality Sensitive Hashing (ALSH) for Maximum Inner Product Search (MIPS),"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1410.5410v2,No journal ref found,none,stat.ML,Summary8132,1410.5518v3,2014-10-21T02:00:34Z,On Symmetric and Asymmetric LSHs for Inner Product Search,"Behnam Neyshabur, Nathan Srebro",http://arxiv.org/pdf/1410.5518v3,No journal ref found,none,stat.ML,Summary8133,1410.6095v1,2014-10-22T16:14:38Z,Online Energy Price Matrix Factorization for Power Grid Topology Tracking,"Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick",http://arxiv.org/pdf/1410.6095v1,No journal ref found,none,stat.ML,Summary8134,1410.6466v2,2014-10-23T19:38:44Z,Model Selection for Topic Models via Spectral Decomposition,"Dehua Cheng, Xinran He, Yan Liu",http://arxiv.org/pdf/1410.6466v2,No journal ref found,none,stat.ML,Summary8135,1410.6853v2,2014-10-24T23:31:44Z,Covariance Matrices for Mean Field Variational Bayes,"Ryan Giordano, Tamara Broderick",http://arxiv.org/pdf/1410.6853v2,No journal ref found,none,stat.ML,Summary8136,1410.7057v1,2014-10-26T16:38:38Z,Sparse Distributed Learning via Heterogeneous Diffusion Adaptive Networks,"Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García",http://arxiv.org/pdf/1410.7057v1,No journal ref found,none,cs.LG,Summary8137,1410.7172v2,2014-10-27T10:28:36Z,Heteroscedastic Treed Bayesian Optimisation,"John-Alexander M. Assael, Ziyu Wang, Bobak Shahriari, Nando de Freitas",http://arxiv.org/pdf/1410.7172v2,No journal ref found,none,cs.LG,Summary8138,1410.7404v2,2014-10-27T20:00:40Z,Maximally Informative Hierarchical Representations of High-Dimensional Data,"Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1410.7404v2,No journal ref found,none,stat.ML,Summary8139,1410.7660v1,2014-10-28T15:33:13Z,Non-convex Robust PCA,"Praneeth Netrapalli, U N Niranjan, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain",http://arxiv.org/pdf/1410.7660v1,No journal ref found,none,cs.IT,Summary8140,1410.8034v1,2014-10-29T15:51:54Z,Latent Feature Based FM Model For Rating Prediction,"Xudong Liu, Bin Zhang, Ting Zhang, Chang Liu",http://arxiv.org/pdf/1410.8034v1,No journal ref found,none,cs.LG,Summary8141,1410.8275v3,2014-10-30T07:22:33Z,Bootstrap-Based Regularization for Low-Rank Matrix Estimation,"Julie Josse, Stefan Wager",http://arxiv.org/pdf/1410.8275v3,No journal ref found,none,stat.ME,Summary8142,1410.8864v1,2014-10-31T19:50:42Z,Greedy Subspace Clustering,"Dohyung Park, Constantine Caramanis, Sujay Sanghavi",http://arxiv.org/pdf/1410.8864v1,No journal ref found,none,stat.ML,Summary8143,1411.0024v1,2014-10-30T05:30:42Z,Robust sketching for multiple square-root LASSO problems,"Vu Pham, Laurent El Ghaoui, Arturo Fernandez",http://arxiv.org/pdf/1411.0024v1,No journal ref found,none,math.OC,Summary8144,1411.0306v3,2014-11-02T19:57:31Z,Fast Randomized Kernel Methods With Statistical Guarantees,"Ahmed El Alaoui, Michael W. Mahoney",http://arxiv.org/pdf/1411.0306v3,No journal ref found,none,stat.ML,Summary8145,1411.0591v1,2014-11-03T18:15:29Z,Bayesian feature selection with strongly-regularizing priors maps to the Ising Model,"Charles K. Fisher, Pankaj Mehta",http://arxiv.org/pdf/1411.0591v1,No journal ref found,none,cond-mat.stat-mech,Summary8146,1411.0972v1,2014-11-04T17:14:27Z,Convex Optimization for Big Data,"Volkan Cevher, Stephen Becker, Mark Schmidt",http://arxiv.org/pdf/1411.0972v1,"IEEE Signal Processing Magazine, Vol. 31(5), pages 32--43, 2014",none,math.OC,Summary8147,1411.1076v1,2014-11-04T21:01:56Z,A statistical model for tensor PCA,"Andrea Montanari, Emile Richard",http://arxiv.org/pdf/1411.1076v1,No journal ref found,none,cs.LG,Summary8148,1411.1134v3,2014-11-05T03:05:43Z,Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems,"Christopher De Sa, Kunle Olukotun, Christopher Ré",http://arxiv.org/pdf/1411.1134v3,No journal ref found,none,cs.LG,Summary8149,1411.2305v1,2014-11-10T01:25:30Z,Model-Parallel Inference for Big Topic Models,"Xun Zheng, Jin Kyu Kim, Qirong Ho, Eric P. Xing",http://arxiv.org/pdf/1411.2305v1,No journal ref found,none,cs.DC,Summary8150,1411.3224v2,2014-11-12T16:22:28Z,On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence,"Nathaniel Korda, L. A. Prashanth",http://arxiv.org/pdf/1411.3224v2,No journal ref found,none,cs.LG,Summary8151,1411.3784v3,2014-11-14T03:50:30Z,Deep Narrow Boltzmann Machines are Universal Approximators,Guido Montufar,http://arxiv.org/pdf/1411.3784v3,http://www.iclr.cc/doku.php?id=iclr2015:main,none,stat.ML,Summary8152,1411.4070v1,2014-11-14T22:00:41Z,"A unified view of generative models for networks: models, methods, opportunities, and challenges","Abigail Z. Jacobs, Aaron Clauset",http://arxiv.org/pdf/1411.4070v1,No journal ref found,none,stat.ML,Summary8153,1411.4510v1,2014-11-17T15:31:04Z,Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation,"Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet",http://arxiv.org/pdf/1411.4510v1,No journal ref found,none,stat.ML,Summary8154,1411.5371v5,2014-11-19T21:00:58Z,Unification of field theory and maximum entropy methods for learning probability densities,Justin B. Kinney,http://arxiv.org/pdf/1411.5371v5,"Phys. Rev. E 92, 032107 (2015)",none,physics.data-an,Summary8155,1411.5417v3,2014-11-20T01:33:53Z,Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry,"Kunal Talwar, Abhradeep Thakurta, Li Zhang",http://arxiv.org/pdf/1411.5417v3,No journal ref found,none,cs.LG,Summary8156,1411.5977v1,2014-11-21T18:51:10Z,On the Impossibility of Convex Inference in Human Computation,"Nihar B. Shah, Dengyong Zhou",http://arxiv.org/pdf/1411.5977v1,No journal ref found,none,stat.ML,Summary8157,1411.5988v1,2014-11-20T19:51:30Z,Clustering evolving data using kernel-based methods,Rocco Langone,http://arxiv.org/pdf/1411.5988v1,No journal ref found,none,cs.SI,Summary8158,1411.6081v1,2014-11-22T04:37:15Z,PU Learning for Matrix Completion,"Cho-Jui Hsieh, Nagarajan Natarajan, Inderjit S. Dhillon",http://arxiv.org/pdf/1411.6081v1,No journal ref found,none,cs.LG,Summary8159,1411.6156v2,2014-11-22T19:05:11Z,Efficiently learning Ising models on arbitrary graphs,Guy Bresler,http://arxiv.org/pdf/1411.6156v2,No journal ref found,none,cs.LG,Summary8160,1411.6285v1,2014-11-23T18:50:42Z,Target Fishing: A Single-Label or Multi-Label Problem?,"Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen",http://arxiv.org/pdf/1411.6285v1,No journal ref found,none,q-bio.BM,Summary8161,1411.6590v1,2014-11-24T19:55:09Z,Consistency of Cheeger and Ratio Graph Cuts,"Nicolas Garcia Trillos, Dejan Slepcev, James von Brecht, Thomas Laurent, Xavier Bresson",http://arxiv.org/pdf/1411.6590v1,No journal ref found,none,stat.ML,Summary8162,1411.6591v1,2014-10-31T19:59:59Z,A Latent Source Model for Online Collaborative Filtering,"Guy Bresler, George H. Chen, Devavrat Shah",http://arxiv.org/pdf/1411.6591v1,No journal ref found,none,cs.LG,Summary8163,1411.6622v1,2014-11-24T17:30:57Z,Noise Benefits in Expectation-Maximization Algorithms,Osonde Adekorede Osoba,http://arxiv.org/pdf/1411.6622v1,No journal ref found,none,stat.ML,Summary8164,1411.7245v1,2014-11-26T14:33:59Z,Heuristics for Exact Nonnegative Matrix Factorization,"Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens",http://arxiv.org/pdf/1411.7245v1,"Journal of Global Optimization 65 (2), pp 369-400, 2016",none,math.OC,Summary8165,1411.7414v3,2014-11-26T22:38:08Z,Signal Recovery on Graphs: Variation Minimization,"Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovačević",http://arxiv.org/pdf/1411.7414v3,No journal ref found,none,cs.SI,Summary8166,1411.7817v1,2014-11-28T11:20:48Z,"Learning with Algebraic Invariances, and the Invariant Kernel Trick","Franz J. Király, Andreas Ziehe, Klaus-Robert Müller",http://arxiv.org/pdf/1411.7817v1,No journal ref found,none,stat.ML,Summary8167,1411.7924v1,2014-11-28T16:06:52Z,Predicting clicks in online display advertising with latent features and side-information,Bjarne Ørum Fruergaard,http://arxiv.org/pdf/1411.7924v1,No journal ref found,none,stat.ML,Summary8168,1412.0156v1,2014-11-29T21:29:15Z,Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions,"Alexandre Défossez, Francis Bach",http://arxiv.org/pdf/1412.0156v1,No journal ref found,none,cs.LG,Summary8169,1412.1074v1,2014-12-02T13:26:50Z,Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine,"Alexandre Drouin, Sébastien Giguère, Vladana Sagatovich, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil",http://arxiv.org/pdf/1412.1074v1,No journal ref found,none,q-bio.GN,Summary8170,1412.1443v1,2014-12-03T19:08:55Z,Structure learning of antiferromagnetic Ising models,"Guy Bresler, David Gamarnik, Devavrat Shah",http://arxiv.org/pdf/1412.1443v1,No journal ref found,none,stat.ML,Summary8171,1412.1576v1,2014-12-04T07:49:12Z,LightLDA: Big Topic Models on Modest Compute Clusters,"Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric P. Xing, Tie-Yan Liu, Wei-Ying Ma",http://arxiv.org/pdf/1412.1576v1,No journal ref found,none,stat.ML,Summary8172,1412.2432v2,2014-12-08T02:23:40Z,MLitB: Machine Learning in the Browser,"Edward Meeds, Remco Hendriks, Said Al Faraby, Magiel Bruntink, Max Welling",http://arxiv.org/pdf/1412.2432v2,No journal ref found,none,cs.DC,Summary8173,1412.2954v3,2014-12-09T13:33:04Z,Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity,"Santosh S. Vempala, Ying Xiao",http://arxiv.org/pdf/1412.2954v3,No journal ref found,none,cs.DS,Summary8174,1412.4005v1,2014-12-09T14:41:14Z,Sparsity and adaptivity for the blind separation of partially correlated sources,"Jerome Bobin, Jeremy Rapin, Anthony Larue, Jean-Luc Starck",http://arxiv.org/pdf/1412.4005v1,No journal ref found,none,stat.AP,Summary8175,1412.4182v1,2014-12-13T02:32:06Z,The Statistics of Streaming Sparse Regression,"Jacob Steinhardt, Stefan Wager, Percy Liang",http://arxiv.org/pdf/1412.4182v1,No journal ref found,none,math.ST,Summary8176,1412.5218v1,2014-12-16T22:37:20Z,Testing MCMC code,"Roger B. Grosse, David K. Duvenaud",http://arxiv.org/pdf/1412.5218v1,No journal ref found,none,cs.SE,Summary8177,1412.6095v3,2014-12-18T16:38:10Z,Theoretical and Numerical Analysis of Approximate Dynamic Programming with Approximation Errors,Ali Heydari,http://arxiv.org/pdf/1412.6095v3,No journal ref found,none,cs.SY,Summary8178,1412.7839v2,2014-12-25T17:01:52Z,"Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data","Haroon Raja, Waheed U. Bajwa",http://arxiv.org/pdf/1412.7839v2,No journal ref found,none,cs.LG,Summary8179,1412.8293v2,2014-12-29T10:00:39Z,Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels,"Haim Avron, Vikas Sindhwani, Jiyan Yang, Michael Mahoney",http://arxiv.org/pdf/1412.8293v2,No journal ref found,none,stat.ML,Summary8180,1412.8493v1,2014-12-29T21:35:19Z,An ADMM algorithm for solving a proximal bound-constrained quadratic program,Miguel Á. Carreira-Perpiñán,http://arxiv.org/pdf/1412.8493v1,No journal ref found,none,math.OC,Summary8181,1502.00093v1,2015-01-31T11:58:26Z,Deep learning of fMRI big data: a novel approach to subject-transfer decoding,"Sotetsu Koyamada, Yumi Shikauchi, Ken Nakae, Masanori Koyama, Shin Ishii",http://arxiv.org/pdf/1502.00093v1,No journal ref found,none,stat.ML,Summary8182,1502.00186v3,2015-02-01T02:23:12Z,Advanced Mean Field Theory of Restricted Boltzmann Machine,"Haiping Huang, Taro Toyoizumi",http://arxiv.org/pdf/1502.00186v3,"Phys. Rev. E 91, 050101 (2015)",none,cond-mat.stat-mech,Summary8183,1502.00524v2,2015-02-02T15:45:38Z,Unsupervised Incremental Learning and Prediction of Music Signals,"Ricard Marxer, Hendrik Purwins",http://arxiv.org/pdf/1502.00524v2,No journal ref found,none,cs.SD,Summary8184,1502.01493v1,2015-02-05T10:45:54Z,A mixture Cox-Logistic model for feature selection from survival and classification data,"Samuel Branders, Roberto DAmbrosio, Pierre Dupont",http://arxiv.org/pdf/1502.01493v1,No journal ref found,none,stat.ML,Summary8185,1502.01563v1,2015-02-05T14:17:55Z,A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification,"Emanuele Frandi, Ricardo Nanculef, Johan A. K. Suykens",http://arxiv.org/pdf/1502.01563v1,No journal ref found,none,stat.ML,Summary8186,1502.02251v3,2015-02-08T13:57:59Z,From Pixels to Torques: Policy Learning with Deep Dynamical Models,"Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth",http://arxiv.org/pdf/1502.02251v3,No journal ref found,none,stat.ML,Summary8187,1502.02846v4,2015-02-10T10:36:25Z,Probabilistic Line Searches for Stochastic Optimization,"Maren Mahsereci, Philipp Hennig",http://arxiv.org/pdf/1502.02846v4,No journal ref found,none,cs.LG,Summary8188,1502.02860v1,2015-02-10T11:09:38Z,Gaussian Processes for Data-Efficient Learning in Robotics and Control,"Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen",http://arxiv.org/pdf/1502.02860v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, issue no 2, pages 408-423, February 2015",none,stat.ML,Summary8189,1502.03163v1,2015-02-11T00:55:14Z,Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning,"Yuancheng Luo, Dmitry N. Zotkin, Ramani Duraiswami",http://arxiv.org/pdf/1502.03163v1,No journal ref found,none,cs.SD,Summary8190,1502.03175v3,2015-02-11T02:21:49Z,Proximal Algorithms in Statistics and Machine Learning,"Nicholas G. Polson, James G. Scott, Brandon T. Willard",http://arxiv.org/pdf/1502.03175v3,No journal ref found,none,stat.ML,Summary8191,1502.03475v3,2015-02-11T22:35:50Z,Combinatorial Bandits Revisited,"Richard Combes, M. Sadegh Talebi, Alexandre Proutiere, Marc Lelarge",http://arxiv.org/pdf/1502.03475v3,No journal ref found,none,cs.LG,Summary8192,1502.04622v1,2015-02-16T16:48:30Z,Particle Gibbs for Bayesian Additive Regression Trees,"Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh",http://arxiv.org/pdf/1502.04622v1,"Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTATS) 2015, San Diego, CA, USA. JMLR: W&CP volume 38",none,stat.ML,Summary8193,1502.04635v2,2015-02-16T17:17:24Z,Parameter estimation in softmax decision-making models with linear objective functions,"Paul Reverdy, Naomi E. Leonard",http://arxiv.org/pdf/1502.04635v2,No journal ref found,none,math.OC,Summary8194,1502.04689v2,2015-02-16T20:37:35Z,Exact tensor completion using t-SVD,"Zemin Zhang, Shuchin Aeron",http://arxiv.org/pdf/1502.04689v2,No journal ref found,none,cs.LG,Summary8195,1502.06064v1,2015-02-21T04:29:41Z,MILJS : Brand New JavaScript Libraries for Matrix Calculation and Machine Learning,"Ken Miura, Tetsuaki Mano, Atsushi Kanehira, Yuichiro Tsuchiya, Tatsuya Harada",http://arxiv.org/pdf/1502.06064v1,No journal ref found,none,stat.ML,Summary8196,1502.06134v3,2015-02-21T19:20:44Z,Learning with Square Loss: Localization through Offset Rademacher Complexity,"Tengyuan Liang, Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1502.06134v3,"Journal of Machine Learning Research W&CP vol 40: 1260-1285, 2015 (COLT 2015)",none,stat.ML,Summary8197,1502.06309v3,2015-02-23T03:52:08Z,"Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle","Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg",http://arxiv.org/pdf/1502.06309v3,No journal ref found,none,stat.ML,Summary8198,1502.06644v1,2015-02-23T22:24:26Z,On The Identifiability of Mixture Models from Grouped Samples,"Robert A. Vandermeulen, Clayton D. Scott",http://arxiv.org/pdf/1502.06644v1,No journal ref found,none,stat.ML,Summary8199,1502.06800v2,2015-02-24T13:12:51Z,On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions,Francis Bach,http://arxiv.org/pdf/1502.06800v2,No journal ref found,none,cs.LG,Summary8200,1502.06895v3,2015-02-24T17:52:20Z,On the consistency theory of high dimensional variable screening,"Xiangyu Wang, Chenlei Leng, David B. Dunson",http://arxiv.org/pdf/1502.06895v3,No journal ref found,none,math.ST,Summary8201,1502.08053v1,2015-02-27T20:54:03Z,Stochastic Dual Coordinate Ascent with Adaptive Probabilities,"Dominik Csiba, Zheng Qu, Peter Richtárik",http://arxiv.org/pdf/1502.08053v1,No journal ref found,none,math.OC,Summary8202,1503.00024v4,2015-02-27T21:59:08Z,Influence Maximization with Bandits,"Sharan Vaswani, Laks. V. S. Lakshmanan, Mark Schmidt",http://arxiv.org/pdf/1503.00024v4,No journal ref found,none,cs.SI,Summary8203,1503.00269v2,2015-03-01T13:16:43Z,Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification,Marco Loog,http://arxiv.org/pdf/1503.00269v2,No journal ref found,none,stat.ML,Summary8204,1503.00547v1,2015-03-02T14:34:48Z,"Recovering PCA from Hybrid-$(\ell_1,\ell_2)$ Sparse Sampling of Data Elements","Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail",http://arxiv.org/pdf/1503.00547v1,No journal ref found,none,cs.IT,Summary8205,1503.01212v2,2015-03-04T04:05:35Z,Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1503.01212v2,No journal ref found,none,cs.LG,Summary8206,1503.01436v7,2015-03-04T19:51:19Z,Class Probability Estimation via Differential Geometric Regularization,"Qinxun Bai, Steven Rosenberg, Zheng Wu, Stan Sclaroff",http://arxiv.org/pdf/1503.01436v7,No journal ref found,none,cs.LG,Summary8207,1503.01737v1,2015-03-05T19:29:03Z,Min-Max Kernels,Ping Li,http://arxiv.org/pdf/1503.01737v1,No journal ref found,none,stat.ML,Summary8208,1503.01916v1,2015-03-06T11:16:58Z,Hamiltonian ABC,"Edward Meeds, Robert Leenders, Max Welling",http://arxiv.org/pdf/1503.01916v1,No journal ref found,none,stat.ML,Summary8209,1503.02101v1,2015-03-06T22:07:05Z,Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition,"Rong Ge, Furong Huang, Chi Jin, Yang Yuan",http://arxiv.org/pdf/1503.02101v1,No journal ref found,none,cs.LG,Summary8210,1503.02216v1,2015-03-07T21:38:07Z,Higher order Matching Pursuit for Low Rank Tensor Learning,"Yuning Yang, Siamak Mehrkanoon, Johan A. K. Suykens",http://arxiv.org/pdf/1503.02216v1,No journal ref found,none,stat.ML,Summary8211,1503.02596v3,2015-03-09T18:12:58Z,A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion,"Daniel L. Pimentel-Alarcón, Nigel Boston, Robert D. Nowak",http://arxiv.org/pdf/1503.02596v3,"IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 4, pp. 623-636, June, 2016",none,stat.ML,Summary8212,1503.03132v1,2015-03-11T00:21:51Z,L_1-regularized Boltzmann machine learning using majorizer minimization,Masayuki Ohzeki,http://arxiv.org/pdf/1503.03132v1,No journal ref found,none,stat.ML,Summary8213,1503.03355v1,2015-03-11T14:34:46Z,Automatic Unsupervised Tensor Mining with Quality Assessment,Evangelos E. Papalexakis,http://arxiv.org/pdf/1503.03355v1,No journal ref found,none,stat.ML,Summary8214,1503.03517v1,2015-03-11T22:05:50Z,Switching to Learn,"Shahin Shahrampour, Mohammad Amin Rahimian, Ali Jadbabaie",http://arxiv.org/pdf/1503.03517v1,No journal ref found,none,cs.LG,Summary8215,1503.03585v8,2015-03-12T04:51:37Z,Deep Unsupervised Learning using Nonequilibrium Thermodynamics,"Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, Surya Ganguli",http://arxiv.org/pdf/1503.03585v8,No journal ref found,none,cs.LG,Summary8216,1503.03701v4,2015-03-12T12:59:25Z,Hierarchical learning of grids of microtopics,"Nebojsa Jojic, Alessandro Perina, Dongwoo Kim",http://arxiv.org/pdf/1503.03701v4,No journal ref found,none,stat.ML,Summary8217,1503.04567v2,2015-03-16T08:27:54Z,Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods,"Anima Anandkumar, Hanie Sedghi",http://arxiv.org/pdf/1503.04567v2,No journal ref found,none,cs.LG,Summary8218,1503.06379v3,2015-03-22T03:27:15Z,Relaxed Leverage Sampling for Low-rank Matrix Completion,Abhisek Kundu,http://arxiv.org/pdf/1503.06379v3,No journal ref found,none,cs.IT,Summary8219,1503.06567v2,2015-03-23T09:20:39Z,On some provably correct cases of variational inference for topic models,"Pranjal Awasthi, Andrej Risteski",http://arxiv.org/pdf/1503.06567v2,No journal ref found,none,cs.LG,Summary8220,1503.08348v1,2015-03-28T21:03:32Z,Sparse Linear Regression With Missing Data,"Ravi Ganti, Rebecca M. Willett",http://arxiv.org/pdf/1503.08348v1,No journal ref found,none,stat.ML,Summary8221,1503.08535v1,2015-03-30T05:03:37Z,Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process,"Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo",http://arxiv.org/pdf/1503.08535v1,No journal ref found,none,stat.ML,Summary8222,1504.00781v1,2015-04-03T08:42:44Z,The Gram-Charlier A Series based Extended Rule-of-Thumb for Bandwidth Selection in Univariate and Multivariate Kernel Density Estimations,Dharmani Bhaveshkumar C,http://arxiv.org/pdf/1504.00781v1,No journal ref found,none,cs.LG,Summary8223,1504.01070v1,2015-04-05T01:40:35Z,"Sync-Rank: Robust Ranking, Constrained Ranking and Rank Aggregation via Eigenvector and Semidefinite Programming Synchronization",Mihai Cucuringu,http://arxiv.org/pdf/1504.01070v1,No journal ref found,none,cs.LG,Summary8224,1504.02406v1,2015-04-09T18:10:38Z,Deciding when to stop: Efficient stopping of active learning guided drug-target prediction,"Maja Temerinac-Ott, Armaghan W. Naik, Robert F. Murphy",http://arxiv.org/pdf/1504.02406v1,No journal ref found,none,q-bio.QM,Summary8225,1504.02712v1,2015-04-10T15:28:37Z,Gradient of Probability Density Functions based Contrasts for Blind Source Separation (BSS),Dharmani Bhaveshkumar C,http://arxiv.org/pdf/1504.02712v1,No journal ref found,none,cs.LG,Summary8226,1504.02719v1,2015-04-10T15:42:11Z,Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks,"Hyunghoon Cho, Bonnie Berger, Jian Peng",http://arxiv.org/pdf/1504.02719v1,No journal ref found,none,q-bio.MN,Summary8227,1504.04114v1,2015-04-16T07:26:11Z,Actively Learning to Attract Followers on Twitter,"Nir Levine, Timothy A. Mann, Shie Mannor",http://arxiv.org/pdf/1504.04114v1,No journal ref found,none,stat.ML,Summary8228,1504.04406v1,2015-04-16T23:26:35Z,Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields,"Mark Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton, Anoop Sarkar",http://arxiv.org/pdf/1504.04406v1,No journal ref found,none,stat.ML,Summary8229,1504.05059v1,2015-04-20T13:48:45Z,Nonparametric Nearest Neighbor Random Process Clustering,"Michael Tschannen, Helmut Bölcskei",http://arxiv.org/pdf/1504.05059v1,No journal ref found,none,stat.ML,Summary8230,1504.05229v2,2015-04-20T21:09:47Z,Poisson Matrix Recovery and Completion,"Yang Cao, Yao Xie",http://arxiv.org/pdf/1504.05229v2,No journal ref found,none,cs.LG,Summary8231,1504.05287v1,2015-04-21T03:21:53Z,Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms,"Rong Ge, Tengyu Ma",http://arxiv.org/pdf/1504.05287v1,No journal ref found,none,cs.DS,Summary8232,1504.05473v1,2015-04-21T15:38:23Z,Can FCA-based Recommender System Suggest a Proper Classifier?,"Yury Kashnitsky, Dmitry I. Ignatov",http://arxiv.org/pdf/1504.05473v1,"CEUR Workshop Proceedings, 1257, pp. 17-26 (2014)",none,cs.IR,Summary8233,1504.05880v1,2015-04-22T16:54:48Z,Spectral Norm of Random Kernel Matrices with Applications to Privacy,"Shiva Prasad Kasiviswanathan, Mark Rudelson",http://arxiv.org/pdf/1504.05880v1,No journal ref found,none,stat.ML,Summary8234,1504.06305v1,2015-04-23T19:30:38Z,Regularization-free estimation in trace regression with symmetric positive semidefinite matrices,"Martin Slawski, Ping Li, Matthias Hein",http://arxiv.org/pdf/1504.06305v1,No journal ref found,none,stat.ML,Summary8235,1504.06394v1,2015-04-24T05:01:12Z,Social Trust Prediction via Max-norm Constrained 1-bit Matrix Completion,"Jing Wang, Jie Shen, Huan Xu",http://arxiv.org/pdf/1504.06394v1,No journal ref found,none,cs.SI,Summary8236,1504.06796v2,2015-04-26T10:00:29Z,Overlapping Communities Detection via Measure Space Embedding,"Mark Kozdoba, Shie Mannor",http://arxiv.org/pdf/1504.06796v2,"Advances in Neural Information Processing Systems 28, 2890--2898, 2015",none,cs.LG,Summary8237,1504.06837v2,2015-04-26T14:59:12Z,Assessing binary classifiers using only positive and unlabeled data,"Marc Claesen, Jesse Davis, Frank De Smet, Bart De Moor",http://arxiv.org/pdf/1504.06837v2,No journal ref found,none,stat.ML,Summary8238,1504.07235v1,2015-04-27T19:50:40Z,Sign Stable Random Projections for Large-Scale Learning,Ping Li,http://arxiv.org/pdf/1504.07235v1,No journal ref found,none,stat.ML,Summary8239,1504.07676v1,2015-04-28T22:34:25Z,Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers,"Abraham J. Wyner, Matthew Olson, Justin Bleich, David Mease",http://arxiv.org/pdf/1504.07676v1,No journal ref found,none,stat.ML,Summary8240,1506.00552v1,2015-06-01T16:04:37Z,Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection,"Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael Friedlander, Hoyt Koepke",http://arxiv.org/pdf/1506.00552v1,No journal ref found,none,math.OC,Summary8241,1506.00745v2,2015-06-02T04:35:12Z,An objective prior that unifies objective Bayes and information-based inference,"Colin H. LaMont, Paul A. Wiggins",http://arxiv.org/pdf/1506.00745v2,No journal ref found,none,stat.ML,Summary8242,1506.01709v1,2015-06-04T19:58:56Z,The Preference Learning Toolbox,"Vincent E. Farrugia, Héctor P. Martínez, Georgios N. Yannakakis",http://arxiv.org/pdf/1506.01709v1,No journal ref found,none,stat.ML,Summary8243,1506.01900v2,2015-06-05T13:24:17Z,Communication Complexity of Distributed Convex Learning and Optimization,"Yossi Arjevani, Ohad Shamir",http://arxiv.org/pdf/1506.01900v2,No journal ref found,none,cs.LG,Summary8244,1506.01972v3,2015-06-05T17:00:43Z,Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives,"Zeyuan Allen-Zhu, Yang Yuan",http://arxiv.org/pdf/1506.01972v3,No journal ref found,none,cs.LG,Summary8245,1506.02085v1,2015-06-05T23:29:06Z,Gene selection for cancer classification using a hybrid of univariate and multivariate feature selection methods,"Min Xu, Rudy Setiono",http://arxiv.org/pdf/1506.02085v1,Applied Genomics and Proteomics. 2003:2(2)79-91,none,q-bio.QM,Summary8246,1506.02087v1,2015-06-05T23:37:20Z,Global Gene Expression Analysis Using Machine Learning Methods,Min Xu,http://arxiv.org/pdf/1506.02087v1,No journal ref found,none,q-bio.QM,Summary8247,1506.02227v1,2015-06-07T06:45:55Z,Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses,"Dominik Csiba, Peter Richtárik",http://arxiv.org/pdf/1506.02227v1,No journal ref found,none,math.OC,Summary8248,1506.02554v2,2015-06-08T15:35:24Z,DUAL-LOCO: Distributing Statistical Estimation Using Random Projections,"Christina Heinze, Brian McWilliams, Nicolai Meinshausen",http://arxiv.org/pdf/1506.02554v2,"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 51, 2016, 12 pages",none,stat.ML,Summary8249,1506.02557v2,2015-06-08T15:37:56Z,Variational Dropout and the Local Reparameterization Trick,"Diederik P. Kingma, Tim Salimans, Max Welling",http://arxiv.org/pdf/1506.02557v2,No journal ref found,none,stat.ML,Summary8250,1506.02620v2,2015-06-08T19:12:24Z,Distributed Training of Structured SVM,"Ching-pei Lee, Kai-Wei Chang, Shyam Upadhyay, Dan Roth",http://arxiv.org/pdf/1506.02620v2,No journal ref found,none,stat.ML,Summary8251,1506.02975v2,2015-06-09T16:00:21Z,Stagewise Learning for Sparse Clustering of Discretely-Valued Data,"Vincent Zhao, Steven W. Zucker",http://arxiv.org/pdf/1506.02975v2,No journal ref found,none,stat.ML,Summary8252,1506.03039v5,2015-06-09T18:48:58Z,Measuring Sample Quality with Steins Method,"Jackson Gorham, Lester Mackey",http://arxiv.org/pdf/1506.03039v5,No journal ref found,none,stat.ML,Summary8253,1506.03072v1,2015-06-09T20:00:26Z,Clustering by transitive propagation,"Vijay Kumar, Dan Levy",http://arxiv.org/pdf/1506.03072v1,No journal ref found,none,cs.LG,Summary8254,1506.03101v3,2015-06-09T20:57:37Z,Provable Bayesian Inference via Particle Mirror Descent,"Bo Dai, Niao He, Hanjun Dai, Le Song",http://arxiv.org/pdf/1506.03101v3,No journal ref found,none,cs.LG,Summary8255,1506.03137v3,2015-06-09T23:53:42Z,Symmetric Tensor Completion from Multilinear Entries and Learning Product Mixtures over the Hypercube,"Tselil Schramm, Benjamin Weitz",http://arxiv.org/pdf/1506.03137v3,No journal ref found,none,cs.DS,Summary8256,1506.03159v2,2015-06-10T04:14:22Z,Copula variational inference,"Dustin Tran, David M. Blei, Edoardo M. Airoldi",http://arxiv.org/pdf/1506.03159v2,No journal ref found,none,stat.ML,Summary8257,1506.03498v3,2015-06-10T22:46:02Z,Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation,"Alaa Saade, Florent Krzakala, Lenka Zdeborová",http://arxiv.org/pdf/1506.03498v3,"Advances in Neural Information Processing Systems (NIPS 2015) 28, pages 1261--1269",none,cond-mat.dis-nn,Summary8258,1506.03662v4,2015-06-11T13:14:33Z,Variance Reduced Stochastic Gradient Descent with Neighbors,"Thomas Hofmann, Aurelien Lucchi, Simon Lacoste-Julien, Brian McWilliams",http://arxiv.org/pdf/1506.03662v4,No journal ref found,none,cs.LG,Summary8259,1506.03736v2,2015-06-11T16:25:36Z,GAP Safe screening rules for sparse multi-task and multi-class models,"Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon",http://arxiv.org/pdf/1506.03736v2,No journal ref found,none,stat.ML,Summary8260,1506.04135v1,2015-06-12T19:57:27Z,Reducing offline evaluation bias of collaborative filtering algorithms,"Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi",http://arxiv.org/pdf/1506.04135v1,No journal ref found,none,cs.IR,Summary8261,1506.04209v2,2015-06-13T01:42:05Z,A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization,"Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas",http://arxiv.org/pdf/1506.04209v2,No journal ref found,none,stat.ML,Summary8262,1506.04838v1,2015-06-16T05:31:57Z,Spectral Sparsification and Regret Minimization Beyond Matrix Multiplicative Updates,"Zeyuan Allen-Zhu, Zhenyu Liao, Lorenzo Orecchia",http://arxiv.org/pdf/1506.04838v1,No journal ref found,none,cs.LG,Summary8263,1506.05173v2,2015-06-17T00:05:04Z,Feature Selection for Ridge Regression with Provable Guarantees,"Saurabh Paul, Petros Drineas",http://arxiv.org/pdf/1506.05173v2,No journal ref found,none,stat.ML,Summary8264,1506.05855v3,2015-06-19T00:53:40Z,Information-based inference in sloppy and singular models,"Colin H. LaMont, Paul A. Wiggins",http://arxiv.org/pdf/1506.05855v3,No journal ref found,none,stat.ML,Summary8265,1506.05860v3,2015-06-19T01:49:46Z,Variational Gaussian Copula Inference,"Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin",http://arxiv.org/pdf/1506.05860v3,No journal ref found,none,stat.ML,Summary8266,1506.06100v1,2015-06-19T18:00:40Z,Approximate Inference with the Variational Holder Bound,"Guillaume Bouchard, Balaji Lakshminarayanan",http://arxiv.org/pdf/1506.06100v1,No journal ref found,none,stat.ML,Summary8267,1506.06129v1,2015-06-19T00:39:43Z,A simple application of FIC to model selection,Paul A. Wiggins,http://arxiv.org/pdf/1506.06129v1,No journal ref found,none,physics.data-an,Summary8268,1506.06438v2,2015-06-22T01:48:39Z,Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms,"Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré",http://arxiv.org/pdf/1506.06438v2,No journal ref found,none,cs.LG,Summary8269,1506.06573v1,2015-06-22T12:47:07Z,PAC-Bayes Iterated Logarithm Bounds for Martingale Mixtures,Akshay Balsubramani,http://arxiv.org/pdf/1506.06573v1,No journal ref found,none,cs.LG,Summary8270,1506.06707v2,2015-06-22T18:12:36Z,Non-Normal Mixtures of Experts,Faicel Chamroukhi,http://arxiv.org/pdf/1506.06707v2,No journal ref found,none,stat.ME,Summary8271,1506.06962v1,2015-06-23T12:12:45Z,Graphs in machine learning: an introduction,"Pierre Latouche, Fabrice Rossi",http://arxiv.org/pdf/1506.06962v1,"European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.207-218, 2015, Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015)",none,stat.ML,Summary8272,1506.06972v1,2015-06-23T12:27:50Z,GEFCOM 2014 - Probabilistic Electricity Price Forecasting,"Gergo Barta, Gyula Borbely, Gabor Nagy, Sandor Kazi, Tamas Henk",http://arxiv.org/pdf/1506.06972v1,No journal ref found,none,stat.ML,Summary8273,1506.07251v1,2015-06-24T06:13:15Z,Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data,"Kévin Vervier, Pierre Mahé, Jean-Baptiste Veyrieras, Jean-Philippe Vert",http://arxiv.org/pdf/1506.07251v1,No journal ref found,none,stat.ML,Summary8274,1506.07512v1,2015-06-24T19:53:45Z,Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization,"Roy Frostig, Rong Ge, Sham M. Kakade, Aaron Sidford",http://arxiv.org/pdf/1506.07512v1,No journal ref found,none,stat.ML,Summary8275,1506.07540v1,2015-06-24T20:08:47Z,"Global Optimality in Tensor Factorization, Deep Learning, and Beyond","Benjamin D. Haeffele, Rene Vidal",http://arxiv.org/pdf/1506.07540v1,No journal ref found,none,cs.NA,Summary8276,1506.07677v1,2015-06-25T09:40:51Z,Manifold Optimization for Gaussian Mixture Models,"Reshad Hosseini, Suvrit Sra",http://arxiv.org/pdf/1506.07677v1,No journal ref found,none,stat.ML,Summary8277,1506.07840v1,2015-06-25T18:13:49Z,Diffusion Nets,"Gal Mishne, Uri Shaham, Alexander Cloninger, Israel Cohen",http://arxiv.org/pdf/1506.07840v1,No journal ref found,none,stat.ML,Summary8278,1506.07947v1,2015-06-26T03:06:27Z,Collaboratively Learning Preferences from Ordinal Data,"Sewoong Oh, Kiran K. Thekumparampil, Jiaming Xu",http://arxiv.org/pdf/1506.07947v1,No journal ref found,none,cs.LG,Summary8279,1506.08621v3,2015-06-29T13:44:54Z,A spectral method for community detection in moderately-sparse degree-corrected stochastic block models,"Lennart Gulikers, Marc Lelarge, Laurent Massoulié",http://arxiv.org/pdf/1506.08621v3,No journal ref found,none,math.PR,Summary8280,1506.08690v1,2015-06-29T15:42:39Z,Portfolio optimization using local linear regression ensembles in RapidMiner,"Gabor Nagy, Gergo Barta, Tamas Henk",http://arxiv.org/pdf/1506.08690v1,No journal ref found,none,q-fin.PM,Summary8281,1506.08910v1,2015-06-30T00:45:25Z,Learning Single Index Models in High Dimensions,"Ravi Ganti, Nikhil Rao, Rebecca M. Willett, Robert Nowak",http://arxiv.org/pdf/1506.08910v1,No journal ref found,none,stat.ML,Summary8282,1506.09153v1,2015-06-30T16:52:27Z,Framework for Multi-task Multiple Kernel Learning and Applications in Genome Analysis,"Christian Widmer, Marius Kloft, Vipin T Sreedharan, Gunnar Rätsch",http://arxiv.org/pdf/1506.09153v1,No journal ref found,none,stat.ML,Summary8283,1507.00438v1,2015-07-02T06:41:32Z,DC Proximal Newton for Non-Convex Optimization Problems,"Alain Rakotomamonjy, Remi Flamary, Gilles Gasso",http://arxiv.org/pdf/1507.00438v1,No journal ref found,none,cs.LG,Summary8284,1507.01160v2,2015-07-05T02:16:25Z,Correlated Multiarmed Bandit Problem: Bayesian Algorithms and Regret Analysis,"Vaibhav Srivastava, Paul Reverdy, Naomi Ehrich Leonard",http://arxiv.org/pdf/1507.01160v2,No journal ref found,none,math.OC,Summary8285,1507.01279v3,2015-07-05T21:46:03Z,$M$-Statistic for Kernel Change-Point Detection,"Shuang Li, Yao Xie, Hanjun Dai, Le Song",http://arxiv.org/pdf/1507.01279v3,No journal ref found,none,cs.LG,Summary8286,1507.02216v2,2015-07-08T16:50:26Z,Robust Sparse Blind Source Separation,"Cecile Chenot, Jerome Bobin, Jeremy Rapin",http://arxiv.org/pdf/1507.02216v2,No journal ref found,none,stat.AP,Summary8287,1507.02268v3,2015-07-08T19:45:21Z,Optimal approximate matrix product in terms of stable rank,"Michael B. Cohen, Jelani Nelson, David P. Woodruff",http://arxiv.org/pdf/1507.02268v3,No journal ref found,none,cs.DS,Summary8288,1507.02284v3,2015-07-08T20:00:42Z,The Information Sieve,"Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1507.02284v3,No journal ref found,none,stat.ML,Summary8289,1507.02293v2,2015-07-08T20:01:32Z,COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution,"Mehrdad Farajtabar, Yichen Wang, Manuel Gomez Rodriguez, Shuang Li, Hongyuan Zha, Le Song",http://arxiv.org/pdf/1507.02293v2,No journal ref found,none,cs.SI,Summary8290,1507.02743v1,2015-07-09T23:29:10Z,Locally Non-linear Embeddings for Extreme Multi-label Learning,"Kush Bhatia, Himanshu Jain, Purushottam Kar, Prateek Jain, Manik Varma",http://arxiv.org/pdf/1507.02743v1,No journal ref found,none,cs.LG,Summary8291,1507.02801v2,2015-07-10T08:13:02Z,Adaptive Mixtures of Factor Analyzers,"Heysem Kaya, Albert Ali Salah",http://arxiv.org/pdf/1507.02801v2,No journal ref found,none,stat.ML,Summary8292,1507.03194v2,2015-07-12T07:14:16Z,A Review of Nonnegative Matrix Factorization Methods for Clustering,Ali Caner Türkmen,http://arxiv.org/pdf/1507.03194v2,No journal ref found,none,stat.ML,Summary8293,1507.03269v1,2015-07-12T20:30:09Z,Tensor principal component analysis via sum-of-squares proofs,"Samuel B. Hopkins, Jonathan Shi, David Steurer",http://arxiv.org/pdf/1507.03269v1,No journal ref found,none,cs.LG,Summary8294,1507.04396v1,2015-07-15T21:19:25Z,Parallel MMF: a Multiresolution Approach to Matrix Computation,"Risi Kondor, Nedelina Teneva, Pramod K. Mudrakarta",http://arxiv.org/pdf/1507.04396v1,No journal ref found,none,cs.NA,Summary8295,1507.04540v3,2015-07-16T12:16:02Z,Learning to classify with possible sensor failures,"Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero",http://arxiv.org/pdf/1507.04540v3,No journal ref found,none,cs.LG,Summary8296,1507.04734v2,2015-07-16T19:51:39Z,Variational Gram Functions: Convex Analysis and Optimization,"Amin Jalali, Lin Xiao, Maryam Fazel",http://arxiv.org/pdf/1507.04734v2,No journal ref found,none,math.OC,Summary8297,1507.05498v1,2015-07-20T13:58:49Z,On the Minimax Risk of Dictionary Learning,"Alexander Jung, Yonina C. Eldar, Norbert Görtz",http://arxiv.org/pdf/1507.05498v1,No journal ref found,none,stat.ML,Summary8298,1507.05950v1,2015-07-21T19:34:32Z,On the Worst-Case Approximability of Sparse PCA,"Siu On Chan, Dimitris Papailiopoulos, Aviad Rubinstein",http://arxiv.org/pdf/1507.05950v1,No journal ref found,none,stat.ML,Summary8299,1507.06346v1,2015-07-22T21:49:19Z,Evaluation of Spectral Learning for the Identification of Hidden Markov Models,"Robert Mattila, Cristian R. Rojas, Bo Wahlberg",http://arxiv.org/pdf/1507.06346v1,No journal ref found,none,stat.ML,Summary8300,1507.06452v1,2015-07-23T11:39:58Z,Dynamic Matrix Factorization with Priors on Unknown Values,"Robin Devooght, Nicolas Kourtellis, Amin Mantrach",http://arxiv.org/pdf/1507.06452v1,No journal ref found,none,stat.ML,Summary8301,1507.06682v2,2015-07-23T21:02:33Z,Supervised Collective Classification for Crowdsourcing,"Pin-Yu Chen, Chia-Wei Lien, Fu-Jen Chu, Pai-Shun Ting, Shin-Ming Cheng",http://arxiv.org/pdf/1507.06682v2,No journal ref found,none,cs.SI,Summary8302,1507.06738v2,2015-07-24T04:24:22Z,Linear Contextual Bandits with Knapsacks,"Shipra Agrawal, Nikhil R. Devanur",http://arxiv.org/pdf/1507.06738v2,No journal ref found,none,cs.LG,Summary8303,1507.06763v2,2015-07-24T07:30:49Z,Differentially Private Analysis of Outliers,"Rina Okada, Kazuto Fukuchi, Kazuya Kakizaki, Jun Sakuma",http://arxiv.org/pdf/1507.06763v2,No journal ref found,none,stat.ML,Summary8304,1507.07105v2,2015-07-25T14:49:01Z,Dimensionality-reduced subspace clustering,"Reinhard Heckel, Michael Tschannen, Helmut Bölcskei",http://arxiv.org/pdf/1507.07105v2,No journal ref found,none,stat.ML,Summary8305,1507.07595v2,2015-07-27T22:09:57Z,Distributed Stochastic Variance Reduced Gradient Methods and A Lower Bound for Communication Complexity,"Jason D. Lee, Qihang Lin, Tengyu Ma, Tianbao Yang",http://arxiv.org/pdf/1507.07595v2,No journal ref found,none,math.OC,Summary8306,1507.07974v1,2015-07-28T22:09:36Z,An algorithm for online tensor prediction,"John Pothier, Josh Girson, Shuchin Aeron",http://arxiv.org/pdf/1507.07974v1,No journal ref found,none,stat.ML,Summary8307,1507.08074v1,2015-07-29T09:22:58Z,STC Anti-spoofing Systems for the ASVspoof 2015 Challenge,"Sergey Novoselov, Alexandr Kozlov, Galina Lavrentyeva, Konstantin Simonchik, Vadim Shchemelinin",http://arxiv.org/pdf/1507.08074v1,No journal ref found,none,cs.SD,Summary8308,1507.08752v1,2015-07-31T04:48:58Z,An Optimal Algorithm for Bandit and Zero-Order Convex Optimization with Two-Point Feedback,Ohad Shamir,http://arxiv.org/pdf/1507.08752v1,No journal ref found,none,cs.LG,Summary8309,1508.00625v1,2015-08-04T00:12:35Z,Sparse PCA via Bipartite Matchings,"Megasthenis Asteris, Dimitris Papailiopoulos, Anastasios Kyrillidis, Alexandros G. Dimakis",http://arxiv.org/pdf/1508.00625v1,No journal ref found,none,stat.ML,Summary8310,1508.00635v1,2015-08-04T01:29:49Z,Bayesian mixtures of spatial spline regressions,Faicel Chamroukhi,http://arxiv.org/pdf/1508.00635v1,No journal ref found,none,stat.ME,Summary8311,1508.01774v2,2015-08-07T18:16:32Z,An End-to-End Neural Network for Polyphonic Piano Music Transcription,"Siddharth Sigtia, Emmanouil Benetos, Simon Dixon",http://arxiv.org/pdf/1508.01774v2,No journal ref found,none,stat.ML,Summary8312,1508.01928v1,2015-08-08T17:14:51Z,A variational approach to the consistency of spectral clustering,"Nicolás García Trillos, Dejan Slepčev",http://arxiv.org/pdf/1508.01928v1,No journal ref found,none,math.ST,Summary8313,1508.03337v5,2015-08-13T20:06:59Z,A Randomized Rounding Algorithm for Sparse PCA,"Kimon Fountoulakis, Abhisek Kundu, Eugenia-Maria Kontopoulou, Petros Drineas",http://arxiv.org/pdf/1508.03337v5,No journal ref found,none,cs.DS,Summary8314,1508.04559v1,2015-08-19T08:13:56Z,Introduction to Cross-Entropy Clustering The R Package CEC,"Jacek Tabor, Przemysław Spurek, Konrad Kamieniecki, Marek Śmieja, Krzysztof Misztal",http://arxiv.org/pdf/1508.04559v1,No journal ref found,none,cs.LG,Summary8315,1508.04757v1,2015-08-19T19:55:08Z,Time Series Clustering via Community Detection in Networks,"Leonardo N. Ferreira, Liang Zhao",http://arxiv.org/pdf/1508.04757v1,No journal ref found,none,stat.ML,Summary8316,1508.04904v1,2015-08-20T07:46:15Z,Review and Perspective for Distance Based Trajectory Clustering,"Philippe Besse, Brendan Guillouet, Jean-Michel Loubes, Royer François",http://arxiv.org/pdf/1508.04904v1,No journal ref found,none,stat.ML,Summary8317,1508.04999v3,2015-08-20T14:38:56Z,A Deep Bag-of-Features Model for Music Auto-Tagging,"Juhan Nam, Jorge Herrera, Kyogu Lee",http://arxiv.org/pdf/1508.04999v3,No journal ref found,none,cs.LG,Summary8318,1508.05003v1,2015-08-20T15:11:11Z,AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization,"Suvrit Sra, Adams Wei Yu, Mu Li, Alexander J. Smola",http://arxiv.org/pdf/1508.05003v1,No journal ref found,none,stat.ML,Summary8319,1508.06574v1,2015-08-26T17:11:12Z,A review of homomorphic encryption and software tools for encrypted statistical machine learning,"Louis J. M. Aslett, Pedro M. Esperança, Chris C. Holmes",http://arxiv.org/pdf/1508.06574v1,No journal ref found,none,stat.ML,Summary8320,1508.06845v1,2015-08-27T13:06:55Z,Encrypted statistical machine learning: new privacy preserving methods,"Louis J. M. Aslett, Pedro M. Esperança, Chris C. Holmes",http://arxiv.org/pdf/1508.06845v1,No journal ref found,none,stat.ML,Summary8321,1508.06901v1,2015-08-27T15:35:11Z,Compressive Sensing via Low-Rank Gaussian Mixture Models,"Xin Yuan, Hong Jiang, Gang Huang, Paul A. Wilford",http://arxiv.org/pdf/1508.06901v1,No journal ref found,none,stat.ML,Summary8322,1508.07643v3,2015-08-30T23:00:35Z,Directional Decision Lists,"Marc Goessling, Shan Kang",http://arxiv.org/pdf/1508.07643v3,No journal ref found,none,stat.ML,Summary8323,1509.00114v2,2015-09-01T01:49:15Z,Multi-Sensor Slope Change Detection,"Yang Cao, Yao Xie, Nagi Gebraeel",http://arxiv.org/pdf/1509.00114v2,No journal ref found,none,stat.ML,Summary8324,1509.00137v1,2015-09-01T04:42:39Z,Online Supervised Subspace Tracking,"Yao Xie, Ruiyang Song, Hanjun Dai, Qingbin Li, Le Song",http://arxiv.org/pdf/1509.00137v1,No journal ref found,none,cs.LG,Summary8325,1509.01240v2,2015-09-03T19:53:40Z,"Train faster, generalize better: Stability of stochastic gradient descent","Moritz Hardt, Benjamin Recht, Yoram Singer",http://arxiv.org/pdf/1509.01240v2,No journal ref found,none,cs.LG,Summary8326,1509.01386v1,2015-09-04T09:54:48Z,Predicting SLA Violations in Real Time using Online Machine Learning,"Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler",http://arxiv.org/pdf/1509.01386v1,No journal ref found,none,cs.NI,Summary8327,1509.03025v1,2015-09-10T06:07:52Z,Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees,"Yudong Chen, Martin J. Wainwright",http://arxiv.org/pdf/1509.03025v1,No journal ref found,none,math.ST,Summary8328,1509.03302v1,2015-09-10T19:58:44Z,Performance Bounds for Pairwise Entity Resolution,"Matt Barnes, Kyle Miller, Artur Dubrawski",http://arxiv.org/pdf/1509.03302v1,No journal ref found,none,stat.ML,Summary8329,1509.04640v1,2015-09-15T16:57:15Z,Dynamic Poisson Factorization,"Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei",http://arxiv.org/pdf/1509.04640v1,No journal ref found,none,cs.LG,Summary8330,1509.05113v2,2015-09-17T03:37:38Z,Revealed Preference at Scale: Learning Personalized Preferences from Assortment Choices,"Nathan Kallus, Madeleine Udell",http://arxiv.org/pdf/1509.05113v2,No journal ref found,none,stat.ML,Summary8331,1509.06088v1,2015-09-21T01:23:45Z,"Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data","Qiyi Lu, Xingye Qiao",http://arxiv.org/pdf/1509.06088v1,No journal ref found,none,stat.ML,Summary8332,1509.06449v1,2015-09-22T02:51:30Z,Efficient Neighborhood Selection for Gaussian Graphical Models,"Yingxiang Yang, Jalal Etesami, Negar Kiyavash",http://arxiv.org/pdf/1509.06449v1,No journal ref found,none,stat.ML,Summary8333,1509.06957v2,2015-09-23T13:10:36Z,Fast k-NN search,"Ville Hyvönen, Teemu Pitkänen, Sotiris Tasoulis, Elias Jääsaari, Risto Tuomainen, Liang Wang, Jukka Corander, Teemu Roos",http://arxiv.org/pdf/1509.06957v2,No journal ref found,none,stat.ML,Summary8334,1509.07892v2,2015-09-25T20:57:35Z,Evasion and Hardening of Tree Ensemble Classifiers,"Alex Kantchelian, J. D. Tygar, Anthony D. Joseph",http://arxiv.org/pdf/1509.07892v2,No journal ref found,none,cs.LG,Summary8335,1509.09002v2,2015-09-30T03:02:59Z,Convergence of Stochastic Gradient Descent for PCA,Ohad Shamir,http://arxiv.org/pdf/1509.09002v2,No journal ref found,none,cs.LG,Summary8336,1509.09130v1,2015-09-30T11:40:21Z,Learning From Missing Data Using Selection Bias in Movie Recommendation,"Claire Vernade, Olivier Cappé",http://arxiv.org/pdf/1509.09130v1,No journal ref found,none,stat.ML,Summary8337,1510.00012v4,2015-09-30T20:10:59Z,Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support,"Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li",http://arxiv.org/pdf/1510.00012v4,No journal ref found,none,stat.CO,Summary8338,1510.00817v1,2015-10-03T13:12:28Z,Distributed Parameter Map-Reduce,Qi Li,http://arxiv.org/pdf/1510.00817v1,No journal ref found,none,cs.DC,Summary8339,1510.01064v1,2015-10-05T08:50:56Z,Boosting in the presence of outliers: adaptive classification with non-convex loss functions,"Alexander Hanbo Li, Jelena Bradic",http://arxiv.org/pdf/1510.01064v1,No journal ref found,none,stat.ML,Summary8340,1510.01270v1,2015-10-05T18:25:19Z,Learning in Unlabeled Networks - An Active Learning and Inference Approach,"Tomasz Kajdanowicz, Radosław Michalski, Katarzyna Musiał, Przemysław Kazienko",http://arxiv.org/pdf/1510.01270v1,"AI Communications, Vol. 29, No. 1, 2016, IOS Press",none,stat.ML,Summary8341,1510.03349v1,2015-10-12T16:12:49Z,Toward a Better Understanding of Leaderboard,Wenjie Zheng,http://arxiv.org/pdf/1510.03349v1,No journal ref found,none,stat.ML,Summary8342,1510.03507v1,2015-10-13T01:57:12Z,The intrinsic value of HFO features as a biomarker of epileptic activity,"Stephen V. Gliske, Kevin R. Moon, William C. Stacey, Alfred O. Hero III",http://arxiv.org/pdf/1510.03507v1,No journal ref found,none,q-bio.NC,Summary8343,1510.03925v1,2015-10-13T23:23:58Z,On Equivalence of Martingale Tail Bounds and Deterministic Regret Inequalities,"Alexander Rakhlin, Karthik Sridharan",http://arxiv.org/pdf/1510.03925v1,No journal ref found,none,math.PR,Summary8344,1510.04130v2,2015-10-14T14:55:17Z,A Bayesian Network Model for Interesting Itemsets,"Jaroslav Fowkes, Charles Sutton",http://arxiv.org/pdf/1510.04130v2,No journal ref found,none,stat.ML,Summary8345,1510.04356v1,2015-10-15T00:05:21Z,Group-Invariant Subspace Clustering,"Shuchin Aeron, Eric Kernfeld",http://arxiv.org/pdf/1510.04356v1,No journal ref found,none,cs.IT,Summary8346,1510.04747v7,2015-10-15T23:40:13Z,Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations,"Animashree Anandkumar, Prateek Jain, Yang Shi, U. N. Niranjan",http://arxiv.org/pdf/1510.04747v7,No journal ref found,none,cs.LG,Summary8347,1510.05043v1,2015-10-16T22:48:28Z,A cost function for similarity-based hierarchical clustering,Sanjoy Dasgupta,http://arxiv.org/pdf/1510.05043v1,No journal ref found,none,cs.DS,Summary8348,1510.05417v1,2015-10-19T10:44:53Z,Piecewise-Linear Approximation for Feature Subset Selection in a Sequential Logit Model,"Toshiki Sato, Yuichi Takano, Ryuhei Miyashiro",http://arxiv.org/pdf/1510.05417v1,No journal ref found,none,stat.ME,Summary8349,1510.05610v4,2015-10-19T18:19:16Z,Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues,"Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright",http://arxiv.org/pdf/1510.05610v4,No journal ref found,none,stat.ML,Summary8350,1510.05956v6,2015-10-20T16:47:27Z,Optimal Cluster Recovery in the Labeled Stochastic Block Model,"Se-Young Yun, Alexandre Proutiere",http://arxiv.org/pdf/1510.05956v6,No journal ref found,none,math.PR,Summary8351,1510.06083v1,2015-10-20T22:55:48Z,Regularization vs. Relaxation: A conic optimization perspective of statistical variable selection,"Hongbo Dong, Kun Chen, Jeff Linderoth",http://arxiv.org/pdf/1510.06083v1,No journal ref found,none,cs.LG,Summary8352,1510.06188v3,2015-10-21T10:03:45Z,Learning-based Compressive Subsampling,"Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gözcü, Ilija Bogunovic, Volkan Cevher",http://arxiv.org/pdf/1510.06188v3,No journal ref found,none,cs.IT,Summary8353,1510.06356v1,2015-10-21T18:21:39Z,Application of Quantum Annealing to Training of Deep Neural Networks,"Steven H. Adachi, Maxwell P. Henderson",http://arxiv.org/pdf/1510.06356v1,No journal ref found,none,quant-ph,Summary8354,1510.06567v1,2015-10-22T10:19:52Z,Generalized conditional gradient: analysis of convergence and applications,"Alain Rakotomamonjy, Rémi Flamary, Nicolas Courty",http://arxiv.org/pdf/1510.06567v1,No journal ref found,none,cs.LG,Summary8355,1510.06582v1,2015-10-22T11:27:03Z,Collective Prediction of Individual Mobility Traces with Exponential Weights,"Bartosz Hawelka, Izabela Sitko, Pavlos Kazakopoulos, Euro Beinat",http://arxiv.org/pdf/1510.06582v1,No journal ref found,none,physics.soc-ph,Summary8356,1510.06920v2,2015-10-23T12:45:29Z,On the complexity of switching linear regression,Fabien Lauer,http://arxiv.org/pdf/1510.06920v2,No journal ref found,none,stat.ML,Summary8357,1510.07025v2,2015-10-23T19:39:38Z,Modeling User Exposure in Recommendation,"Dawen Liang, Laurent Charlin, James McInerney, David M. Blei",http://arxiv.org/pdf/1510.07025v2,No journal ref found,none,stat.ML,Summary8358,1510.07169v1,2015-10-24T17:56:27Z,Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee,"Emanuele Frandi, Ricardo Nanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens",http://arxiv.org/pdf/1510.07169v1,No journal ref found,none,stat.ML,Summary8359,1510.07727v5,2015-10-27T00:00:54Z,Statistically efficient thinning of a Markov chain sampler,Art B. Owen,http://arxiv.org/pdf/1510.07727v5,No journal ref found,none,stat.CO,Summary8360,1510.08628v2,2015-10-29T10:33:20Z,WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation,"Jianfei Chen, Kaiwei Li, Jun Zhu, Wenguang Chen",http://arxiv.org/pdf/1510.08628v2,No journal ref found,none,stat.ML,Summary8361,1510.08956v1,2015-10-30T03:06:00Z,Principal Differences Analysis: Interpretable Characterization of Differences between Distributions,"Jonas Mueller, Tommi Jaakkola",http://arxiv.org/pdf/1510.08956v1,No journal ref found,none,stat.ML,Summary8362,1511.00146v3,2015-10-31T15:56:32Z,Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions,"Mohammad Emtiyaz Khan, Reza Babanezhad, Wu Lin, Mark Schmidt, Masashi Sugiyama",http://arxiv.org/pdf/1511.00146v3,No journal ref found,none,stat.ML,Summary8363,1511.00546v2,2015-11-02T15:30:40Z,An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model,"Lennart Gulikers, Marc Lelarge, Laurent Massoulié",http://arxiv.org/pdf/1511.00546v2,No journal ref found,none,math.PR,Summary8364,1511.01169v5,2015-11-04T00:38:03Z,adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs,"Nitish Shirish Keskar, Albert S. Berahas",http://arxiv.org/pdf/1511.01169v5,No journal ref found,none,cs.LG,Summary8365,1511.01280v1,2015-11-04T10:46:58Z,Study of a bias in the offline evaluation of a recommendation algorithm,"Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi",http://arxiv.org/pdf/1511.01280v1,"Petra Perner. 11th Industrial Conference on Data Mining, ICDM 2015, Jul 2015, Hamburg, Germany. Ibai Publishing, pp.57-70, 2015, Advances in Data Mining",none,cs.IR,Summary8366,1511.01281v1,2015-11-04T10:47:29Z,Co-Clustering Network-Constrained Trajectory Data,"Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé",http://arxiv.org/pdf/1511.01281v1,"Advances in Knowledge Discovery and Management, 615, Springer International Publishing, pp.19-32, 2015, Studies in Computational Intelligence, 978-3-319-23750-3",none,stat.ML,Summary8367,1511.01644v1,2015-11-05T08:01:05Z,Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model,"Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, David Madigan",http://arxiv.org/pdf/1511.01644v1,"Annals of Applied Statistics 2015, Vol. 9, No. 3, 1350-1371",none,stat.AP,Summary8368,1511.01942v1,2015-11-05T22:45:12Z,Stop Wasting My Gradients: Practical SVRG,"Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani, Mark Schmidt, Jakub Konečný, Scott Sallinen",http://arxiv.org/pdf/1511.01942v1,No journal ref found,none,cs.LG,Summary8369,1511.02124v2,2015-11-06T15:48:53Z,Barrier Frank-Wolfe for Marginal Inference,"Rahul G. Krishnan, Simon Lacoste-Julien, David Sontag",http://arxiv.org/pdf/1511.02124v2,No journal ref found,none,stat.ML,Summary8370,1511.02386v2,2015-11-07T19:01:48Z,Hierarchical Variational Models,"Rajesh Ranganath, Dustin Tran, David M. Blei",http://arxiv.org/pdf/1511.02386v2,No journal ref found,none,stat.ML,Summary8371,1511.02540v1,2015-11-08T23:15:19Z,Speed learning on the fly,"Pierre-Yves Massé, Yann Ollivier",http://arxiv.org/pdf/1511.02540v1,No journal ref found,none,math.OC,Summary8372,1511.02543v1,2015-11-08T23:55:36Z,Sandwiching the marginal likelihood using bidirectional Monte Carlo,"Roger B. Grosse, Zoubin Ghahramani, Ryan P. Adams",http://arxiv.org/pdf/1511.02543v1,No journal ref found,none,stat.ML,Summary8373,1511.03688v1,2015-11-11T21:25:26Z,Online Principal Component Analysis in High Dimension: Which Algorithm to Choose?,"Hervé Cardot, David Degras",http://arxiv.org/pdf/1511.03688v1,No journal ref found,none,stat.ML,Summary8374,1511.03760v1,2015-11-12T02:22:26Z,Random Multi-Constraint Projection: Stochastic Gradient Methods for Convex Optimization with Many Constraints,"Mengdi Wang, Yichen Chen, Jialin Liu, Yuantao Gu",http://arxiv.org/pdf/1511.03760v1,No journal ref found,none,stat.ML,Summary8375,1511.03796v2,2015-11-12T06:36:53Z,Learning Nonparametric Forest Graphical Models with Prior Information,"Yuancheng Zhu, Zhe Liu, Siqi Sun",http://arxiv.org/pdf/1511.03796v2,No journal ref found,none,stat.ME,Summary8376,1511.03947v1,2015-11-12T16:26:13Z,Bayesian Analysis of Dynamic Linear Topic Models,"Chris Glynn, Surya T. Tokdar, David L. Banks, Brian Howard",http://arxiv.org/pdf/1511.03947v1,No journal ref found,none,stat.ML,Summary8377,1511.04033v3,2015-11-12T19:56:45Z,Block-diagonal covariance selection for high-dimensional Gaussian graphical models,"Emilie Devijver, Mélina Gallopin",http://arxiv.org/pdf/1511.04033v3,No journal ref found,none,math.ST,Summary8378,1511.04156v2,2015-11-13T04:21:33Z,Neuroprosthetic decoder training as imitation learning,"Josh Merel, David Carlson, Liam Paninski, John P. Cunningham",http://arxiv.org/pdf/1511.04156v2,No journal ref found,none,stat.ML,Summary8379,1511.04383v2,2015-11-13T18:06:15Z,Handling Class Imbalance in Link Prediction using Learning to Rank Techniques,"Bopeng Li, Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1511.04383v2,No journal ref found,none,stat.ML,Summary8380,1511.04780v1,2015-11-15T23:16:10Z,Causal interpretation rules for encoding and decoding models in neuroimaging,"Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup",http://arxiv.org/pdf/1511.04780v1,"NeuroImage, 110:48-59, 2015",none,stat.ML,Summary8381,1511.05118v2,2015-11-16T20:38:37Z,Random sampling of bandlimited signals on graphs,"Gilles Puy, Nicolas Tremblay, Rémi Gribonval, Pierre Vandergheynst",http://arxiv.org/pdf/1511.05118v2,No journal ref found,none,cs.SI,Summary8382,1511.05464v1,2015-11-17T16:49:52Z,Extending Gossip Algorithms to Distributed Estimation of U-Statistics,"Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon",http://arxiv.org/pdf/1511.05464v1,No journal ref found,none,stat.ML,Summary8383,1511.05720v1,2015-11-18T10:17:33Z,Online learning in repeated auctions,"Jonathan Weed, Vianney Perchet, Philippe Rigollet",http://arxiv.org/pdf/1511.05720v1,No journal ref found,none,cs.GT,Summary8384,1511.05932v1,2015-11-18T20:24:43Z,On the Global Linear Convergence of Frank-Wolfe Optimization Variants,"Simon Lacoste-Julien, Martin Jaggi",http://arxiv.org/pdf/1511.05932v1,No journal ref found,none,math.OC,Summary8385,1511.06014v3,2015-11-18T22:52:26Z,Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits,Tor Lattimore,http://arxiv.org/pdf/1511.06014v3,No journal ref found,none,cs.LG,Summary8386,1511.06063v2,2015-11-19T05:39:16Z,A Novel Approach for Phase Identification in Smart Grids Using Graph Theory and Principal Component Analysis,"P Satya Jayadev, Aravind Rajeswaran, Nirav P Bhatt, Ramkrishna Pasumarthy",http://arxiv.org/pdf/1511.06063v2,No journal ref found,none,cs.LG,Summary8387,1511.06208v1,2015-11-19T15:30:39Z,Diffusion Representations,"Moshe Salhov, Amit Bermanis, Guy Wolf, Amir Averbuch",http://arxiv.org/pdf/1511.06208v1,No journal ref found,none,stat.ML,Summary8388,1511.06458v2,2015-11-20T00:08:07Z,Bayesian inference via rejection filtering,"Nathan Wiebe, Christopher Granade, Ashish Kapoor, Krysta M Svore",http://arxiv.org/pdf/1511.06458v2,No journal ref found,none,cs.LG,Summary8389,1511.07896v1,2015-11-24T21:49:02Z,Private Posterior distributions from Variational approximations,"Vishesh Karwa, Dan Kifer, Aleksandra B. Slavković",http://arxiv.org/pdf/1511.07896v1,No journal ref found,none,stat.ML,Summary8390,1511.07902v3,2015-11-24T22:31:19Z,Performance Limits of Online Stochastic Sub-Gradient Learning,"Bicheng Ying, Ali H. Sayed",http://arxiv.org/pdf/1511.07902v3,No journal ref found,none,stat.ML,Summary8391,1511.08681v1,2015-11-27T14:16:00Z,Algorithms for Differentially Private Multi-Armed Bandits,"Aristide Tossou, Christos Dimitrakakis",http://arxiv.org/pdf/1511.08681v1,"AAAI 2016, Feb 2016, Phoenix, Arizona, United States",none,stat.ML,Summary8392,1511.08963v2,2015-11-29T03:52:28Z,Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression,"Bryon Aragam, Arash A. Amini, Qing Zhou",http://arxiv.org/pdf/1511.08963v2,No journal ref found,none,math.ST,Summary8393,1511.09159v1,2015-11-30T05:02:02Z,Proximal gradient method for huberized support vector machine,"Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty",http://arxiv.org/pdf/1511.09159v1,No journal ref found,none,stat.ML,Summary8394,1512.00984v1,2015-12-03T08:32:17Z,Fast Low-Rank Matrix Learning with Nonconvex Regularization,"Quanming Yao, James T. Kwok, Wenliang Zhong",http://arxiv.org/pdf/1512.00984v1,No journal ref found,none,cs.NA,Summary8395,1512.01708v1,2015-12-05T22:48:40Z,Variance Reduction for Distributed Stochastic Gradient Descent,"Soham De, Gavin Taylor, Tom Goldstein",http://arxiv.org/pdf/1512.01708v1,No journal ref found,none,cs.LG,Summary8396,1512.02337v2,2015-12-08T05:49:07Z,Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors,"Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer",http://arxiv.org/pdf/1512.02337v2,No journal ref found,none,cs.DS,Summary8397,1512.02728v2,2015-12-09T02:46:28Z,Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting,"Abhimanu Kumar, Pengtao Xie, Junming Yin, Eric P. Xing",http://arxiv.org/pdf/1512.02728v2,No journal ref found,none,stat.ML,Summary8398,1512.02970v2,2015-12-09T17:57:31Z,Efficient Distributed SGD with Variance Reduction,"Soham De, Tom Goldstein",http://arxiv.org/pdf/1512.02970v2,No journal ref found,none,cs.LG,Summary8399,1512.03518v1,2015-12-11T04:32:30Z,A Unified Approach to Error Bounds for Structured Convex Optimization Problems,"Zirui Zhou, Anthony Man-Cho So",http://arxiv.org/pdf/1512.03518v1,No journal ref found,none,math.OC,Summary8400,1512.03880v1,2015-12-12T06:32:33Z,Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale,"Jinyang Gao, H. V. Jagadish, Beng Chin Ooi",http://arxiv.org/pdf/1512.03880v1,No journal ref found,none,cs.DB,Summary8401,1512.03929v1,2015-12-12T16:19:35Z,Quantum assisted Gaussian process regression,"Zhikuan Zhao, Jack K. Fitzsimons, Joseph F. Fitzsimons",http://arxiv.org/pdf/1512.03929v1,No journal ref found,none,quant-ph,Summary8402,1512.04152v1,2015-12-14T01:57:02Z,Fighting Bandits with a New Kind of Smoothness,"Jacob Abernethy, Chansoo Lee, Ambuj Tewari",http://arxiv.org/pdf/1512.04152v1,No journal ref found,none,cs.LG,Summary8403,1512.04564v1,2015-12-14T21:31:23Z,Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction,"Hung Nien, Jeffrey A. Fessler",http://arxiv.org/pdf/1512.04564v1,No journal ref found,none,math.OC,Summary8404,1512.04808v1,2015-12-15T15:05:00Z,Causal and anti-causal learning in pattern recognition for neuroimaging,"Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup",http://arxiv.org/pdf/1512.04808v1,"Pattern Recognition in Neuroimaging, 2014 International Workshop on, 1-4, 2014",none,stat.ML,Summary8405,1512.04848v2,2015-12-15T16:41:42Z,Data Driven Resource Allocation for Distributed Learning,"Travis Dick, Mu Li, Venkata Krishna Pillutla, Colin White, Maria Florina Balcan, Alex Smola",http://arxiv.org/pdf/1512.04848v2,No journal ref found,none,cs.LG,Summary8406,1512.05059v1,2015-12-16T06:12:55Z,Streaming Kernel Principal Component Analysis,"Mina Ghashami, Daniel Perry, Jeff M. Phillips",http://arxiv.org/pdf/1512.05059v1,No journal ref found,none,cs.DS,Summary8407,1512.05840v1,2015-12-18T01:25:47Z,Deep Poisson Factorization Machines: factor analysis for mapping behaviors in journalist ecosystem,Pau Perng-Hwa Kung,http://arxiv.org/pdf/1512.05840v1,No journal ref found,none,cs.CY,Summary8408,1512.06228v1,2015-12-19T11:45:13Z,Using machine learning for medium frequency derivative portfolio trading,"Abhijit Sharang, Chetan Rao",http://arxiv.org/pdf/1512.06228v1,No journal ref found,none,q-fin.TR,Summary8409,1512.06999v1,2015-12-22T09:35:55Z,FAASTA: A fast solver for total-variation regularization of ill-conditioned problems with application to brain imaging,"Gaël Varoquaux, Michael Eickenberg, Elvis Dohmatob, Bertand Thirion",http://arxiv.org/pdf/1512.06999v1,"Colloque GRETSI, Sep 2015, Lyon, France. Gretsi, 2015, http://www.gretsi.fr/colloque2015/myGretsi/programme.php",none,q-bio.NC,Summary8410,1512.07146v2,2015-12-22T16:17:43Z,Refined Error Bounds for Several Learning Algorithms,Steve Hanneke,http://arxiv.org/pdf/1512.07146v2,"Journal of Machine Learning Research, Vol. 17 (2016), No. 135, pp. 1-55",none,cs.LG,Summary8411,1512.07422v1,2015-12-23T10:32:09Z,Adaptive Algorithms for Online Convex Optimization with Long-term Constraints,"Rodolphe Jenatton, Jim Huang, Cédric Archambeau",http://arxiv.org/pdf/1512.07422v1,No journal ref found,none,stat.ML,Summary8412,1512.07638v2,2015-12-23T21:05:16Z,Satisficing in multi-armed bandit problems,"Paul Reverdy, Vaibhav Srivastava, Naomi Ehrich Leonard",http://arxiv.org/pdf/1512.07638v2,No journal ref found,none,cs.LG,Summary8413,1512.08065v1,2015-12-26T01:40:37Z,Inverse Reinforcement Learning via Deep Gaussian Process,"Ming Jin, Costas Spanos",http://arxiv.org/pdf/1512.08065v1,No journal ref found,none,cs.LG,Summary8414,1512.08808v2,2015-12-29T22:07:35Z,Sparse group factor analysis for biclustering of multiple data sources,"Kerstin Bunte, Eemeli Leppäaho, Inka Saarinen, Samuel Kaski",http://arxiv.org/pdf/1512.08808v2,"Bioinformatics Volume 32, Issue 16 Pp. 2457-2463, 2016",none,cs.LG,Summary8415,1512.09295v1,2015-12-31T14:33:53Z,Strategies and Principles of Distributed Machine Learning on Big Data,"Eric P. Xing, Qirong Ho, Pengtao Xie, Wei Dai",http://arxiv.org/pdf/1512.09295v1,No journal ref found,none,stat.ML,Summary8416,1601.00062v2,2016-01-01T09:06:11Z,Practical Algorithms for Learning Near-Isometric Linear Embeddings,"Jerry Luo, Kayla Shapiro, Hao-Jun Michael Shi, Qi Yang, Kan Zhu",http://arxiv.org/pdf/1601.00062v2,No journal ref found,none,stat.ML,Summary8417,1601.00350v1,2016-01-03T23:03:09Z,Sparse Diffusion Steepest-Descent for One Bit Compressed Sensing in Wireless Sensor Networks,"Hadi Zayyani, Mehdi Korki, Farrokh Marvasti",http://arxiv.org/pdf/1601.00350v1,No journal ref found,none,stat.ML,Summary8418,1601.00670v4,2016-01-04T21:28:04Z,Variational Inference: A Review for Statisticians,"David M. Blei, Alp Kucukelbir, Jon D. McAuliffe",http://arxiv.org/pdf/1601.00670v4,No journal ref found,none,stat.CO,Summary8419,1601.01892v2,2016-01-08T14:59:34Z,Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation,"Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst",http://arxiv.org/pdf/1601.01892v2,No journal ref found,none,stat.ML,Summary8420,1601.02068v4,2016-01-09T03:05:31Z,On Computationally Tractable Selection of Experiments in Regression Models,"Yining Wang, Adams Wei Yu, Aarti Singh",http://arxiv.org/pdf/1601.02068v4,No journal ref found,none,stat.ML,Summary8421,1601.02300v1,2016-01-11T02:06:36Z,Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering,"Young-Min Kim, Julien Velcin, Stéphane Bonnevay, Marian-Andrei Rizoiu",http://arxiv.org/pdf/1601.02300v1,No journal ref found,none,cs.IR,Summary8422,1601.02513v1,2016-01-11T16:23:30Z,How to learn a graph from smooth signals,Vassilis Kalofolias,http://arxiv.org/pdf/1601.02513v1,No journal ref found,none,stat.ML,Summary8423,1601.03822v2,2016-01-15T05:47:29Z,On the consistency of inversion-free parameter estimation for Gaussian random fields,"Hossein Keshavarz, Clayton Scott, XuanLong Nguyen",http://arxiv.org/pdf/1601.03822v2,"Journal of Multivariate Analysis (2016), pp. 245-266",none,math.ST,Summary8424,1601.04251v1,2016-01-17T05:20:19Z,On-line Bayesian System Identification,"Diego Romeres, Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso",http://arxiv.org/pdf/1601.04251v1,No journal ref found,none,cs.SY,Summary8425,1601.04549v1,2016-01-18T14:54:37Z,Incremental Semiparametric Inverse Dynamics Learning,"Raffaello Camoriano, Silvio Traversaro, Lorenzo Rosasco, Giorgio Metta, Francesco Nori",http://arxiv.org/pdf/1601.04549v1,No journal ref found,none,stat.ML,Summary8426,1601.04586v4,2016-01-18T16:03:35Z,Sparse Convex Clustering,"Binhuan Wang, Yilong Zhang, Will Wei Sun, Yixin Fang",http://arxiv.org/pdf/1601.04586v4,No journal ref found,none,stat.ME,Summary8427,1601.04737v3,2016-01-18T21:59:21Z,Sub-Sampled Newton Methods I: Globally Convergent Algorithms,"Farbod Roosta-Khorasani, Michael W. Mahoney",http://arxiv.org/pdf/1601.04737v3,No journal ref found,none,math.OC,Summary8428,1601.04738v3,2016-01-18T22:04:32Z,Sub-Sampled Newton Methods II: Local Convergence Rates,"Farbod Roosta-Khorasani, Michael W. Mahoney",http://arxiv.org/pdf/1601.04738v3,No journal ref found,none,math.OC,Summary8429,1601.05775v2,2016-01-21T20:36:59Z,Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means,"Twan van Laarhoven, Elena Marchiori",http://arxiv.org/pdf/1601.05775v2,No journal ref found,none,cs.SI,Summary8430,1601.06116v3,2016-01-22T19:26:16Z,A Mathematical Formalization of Hierarchical Temporal Memorys Spatial Pooler,"James Mnatzaganian, Ernest Fokoué, Dhireesha Kudithipudi",http://arxiv.org/pdf/1601.06116v3,No journal ref found,none,stat.ML,Summary8431,1601.07243v3,2016-01-27T01:49:50Z,On the Sample Complexity of Learning Graphical Games,Jean Honorio,http://arxiv.org/pdf/1601.07243v3,No journal ref found,none,cs.GT,Summary8432,1601.07460v4,2016-01-27T17:41:05Z,Information-theoretic limits of Bayesian network structure learning,"Asish Ghoshal, Jean Honorio",http://arxiv.org/pdf/1601.07460v4,No journal ref found,none,cs.LG,Summary8433,1601.07482v1,2016-01-27T18:19:32Z,Unsupervised Learning in Neuromemristive Systems,"Cory Merkel, Dhireesha Kudithipudi",http://arxiv.org/pdf/1601.07482v1,No journal ref found,none,cs.ET,Summary8434,1601.07621v3,2016-01-28T01:53:13Z,Revealing Fundamental Physics from the Daya Bay Neutrino Experiment using Deep Neural Networks,"Evan Racah, Seyoon Ko, Peter Sadowski, Wahid Bhimji, Craig Tull, Sang-Yun Oh, Pierre Baldi, Prabhat",http://arxiv.org/pdf/1601.07621v3,No journal ref found,none,stat.ML,Summary8435,1601.07714v1,2016-01-28T10:30:19Z,Log-Normal Matrix Completion for Large Scale Link Prediction,"Brian Mohtashemi, Thomas Ketseoglou",http://arxiv.org/pdf/1601.07714v1,No journal ref found,none,cs.SI,Summary8436,1601.07932v2,2016-01-28T22:12:06Z,Information-Theoretic Lower Bounds for Recovery of Diffusion Network Structures,"Keehwan Park, Jean Honorio",http://arxiv.org/pdf/1601.07932v2,No journal ref found,none,cs.LG,Summary8437,1601.08068v1,2016-01-29T11:55:26Z,Online Sparse Gaussian Process Training with Input Noise,"Hildo Bijl, Thomas B. Schön, Jan-Willem van Wingerden, Michel Verhaegen",http://arxiv.org/pdf/1601.08068v1,No journal ref found,none,stat.ML,Summary8438,1602.00734v1,2016-02-01T22:43:55Z,Learning Data Triage: Linear Decoding Works for Compressive MRI,"Yen-Huan Li, Volkan Cevher",http://arxiv.org/pdf/1602.00734v1,No journal ref found,none,cs.IT,Summary8439,1602.01052v2,2016-02-02T19:27:54Z,Better safe than sorry: Risky function exploitation through safe optimization,"Eric Schulz, Quentin J. M. Huys, Dominik R. Bach, Maarten Speekenbrink, Andreas Krause",http://arxiv.org/pdf/1602.01052v2,No journal ref found,none,stat.AP,Summary8440,1602.01132v3,2016-02-02T22:06:02Z,Interactive algorithms: from pool to stream,"Sivan Sabato, Tom Hess",http://arxiv.org/pdf/1602.01132v3,"Proceedings of the 29th Annual Conference on Learning Theory (COLT), JMLR Workshop and Conference Proceedings 49:1419-1439, 2016",none,stat.ML,Summary8441,1602.02018v2,2016-02-05T13:42:27Z,Compressive Spectral Clustering,"Nicolas Tremblay, Gilles Puy, Remi Gribonval, Pierre Vandergheynst",http://arxiv.org/pdf/1602.02018v2,No journal ref found,none,cs.DS,Summary8442,1602.02164v1,2016-02-05T21:07:16Z,A Note on Alternating Minimization Algorithm for the Matrix Completion Problem,"David Gamarnik, Sidhant Misra",http://arxiv.org/pdf/1602.02164v1,No journal ref found,none,stat.ML,Summary8443,1602.02262v2,2016-02-06T14:55:12Z,Recovery guarantee of weighted low-rank approximation via alternating minimization,"Yuanzhi Li, Yingyu Liang, Andrej Risteski",http://arxiv.org/pdf/1602.02262v2,No journal ref found,none,cs.LG,Summary8444,1602.02283v1,2016-02-06T17:35:53Z,Importance Sampling for Minibatches,"Dominik Csiba, Peter Richtárik",http://arxiv.org/pdf/1602.02283v1,No journal ref found,none,cs.LG,Summary8445,1602.02338v2,2016-02-07T03:53:16Z,Stratified Bayesian Optimization,"Saul Toscano-Palmerin, Peter I. Frazier",http://arxiv.org/pdf/1602.02338v2,No journal ref found,none,cs.LG,Summary8446,1602.02355v5,2016-02-07T10:37:13Z,Hyperparameter optimization with approximate gradient,Fabian Pedregosa,http://arxiv.org/pdf/1602.02355v5,No journal ref found,none,stat.ML,Summary8447,1602.02523v1,2016-02-08T11:08:49Z,Data-Efficient Reinforcement Learning in Continuous-State POMDPs,"Rowan McAllister, Carl Edward Rasmussen",http://arxiv.org/pdf/1602.02523v1,No journal ref found,none,stat.ML,Summary8448,1602.02842v1,2016-02-09T02:30:27Z,Collaborative filtering via sparse Markov random fields,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1602.02842v1,No journal ref found,none,stat.ML,Summary8449,1602.03105v2,2016-02-09T18:07:51Z,Graphical Model Sketch,"Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun",http://arxiv.org/pdf/1602.03105v2,No journal ref found,none,cs.DS,Summary8450,1602.03476v3,2016-02-10T18:27:04Z,"Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications","Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath",http://arxiv.org/pdf/1602.03476v3,No journal ref found,none,cs.IT,Summary8451,1602.03481v2,2016-02-10T18:46:30Z,Achieving Budget-optimality with Adaptive Schemes in Crowdsourcing,"Ashish Khetan, Sewoong Oh",http://arxiv.org/pdf/1602.03481v2,No journal ref found,none,cs.LG,Summary8452,1602.03571v2,2016-02-10T23:15:39Z,High Dimensional Inference with Random Maximum A-Posteriori Perturbations,"Tamir Hazan, Francesco Orabona, Anand D. Sarwate, Subhransu Maji, Tommi Jaakkola",http://arxiv.org/pdf/1602.03571v2,No journal ref found,none,cs.LG,Summary8453,1602.03992v1,2016-02-12T09:48:22Z,Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation,"Konstantinos Benidis, Ying Sun, Prabhu Babu, Daniel P. Palomar",http://arxiv.org/pdf/1602.03992v1,No journal ref found,none,stat.ML,Summary8454,1602.04277v1,2016-02-13T03:18:23Z,Evaluation of Protein Structural Models Using Random Forests,"Renzhi Cao, Taeho Jo, Jianlin Cheng",http://arxiv.org/pdf/1602.04277v1,No journal ref found,none,cs.LG,Summary8455,1602.04283v1,2016-02-13T03:50:37Z,"Deep Learning on FPGAs: Past, Present, and Future","Griffin Lacey, Graham W. Taylor, Shawki Areibi",http://arxiv.org/pdf/1602.04283v1,No journal ref found,none,cs.DC,Summary8456,1602.04302v3,2016-02-13T08:31:14Z,Convex Optimization for Linear Query Processing under Approximate Differential Privacy,"Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao",http://arxiv.org/pdf/1602.04302v3,No journal ref found,none,cs.DB,Summary8457,1602.04398v3,2016-02-13T23:11:56Z,Joint Dimensionality Reduction for Two Feature Vectors,"Yanjun Li, Yoram Bresler",http://arxiv.org/pdf/1602.04398v3,No journal ref found,none,stat.ML,Summary8458,1602.04434v1,2016-02-14T09:48:56Z,Frequency Analysis of Temporal Graph Signals,"Andreas Loukas, Damien Foucard",http://arxiv.org/pdf/1602.04434v1,No journal ref found,none,cs.LG,Summary8459,1602.04436v2,2016-02-14T10:14:54Z,Autoregressive Moving Average Graph Filtering,"Elvin Isufi, Andreas Loukas, Andrea Simonetto, Geert Leus",http://arxiv.org/pdf/1602.04436v2,No journal ref found,none,cs.LG,Summary8460,1602.04579v1,2016-02-15T07:22:42Z,Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization,"Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi",http://arxiv.org/pdf/1602.04579v1,No journal ref found,none,stat.ML,Summary8461,1602.04589v2,2016-02-15T08:25:02Z,Optimal Best Arm Identification with Fixed Confidence,"Aurélien Garivier, Emilie Kaufmann",http://arxiv.org/pdf/1602.04589v2,No journal ref found,none,math.ST,Summary8462,1602.04799v1,2016-02-15T20:45:35Z,Quantum Perceptron Models,"Nathan Wiebe, Ashish Kapoor, Krysta M Svore",http://arxiv.org/pdf/1602.04799v1,No journal ref found,none,quant-ph,Summary8463,1602.04805v1,2016-02-15T20:55:57Z,DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression,"Jovana Mitrovic, Dino Sejdinovic, Yee Whye Teh",http://arxiv.org/pdf/1602.04805v1,No journal ref found,none,stat.ML,Summary8464,1602.04915v2,2016-02-16T05:43:31Z,Gradient Descent Converges to Minimizers,"Jason D. Lee, Max Simchowitz, Michael I. Jordan, Benjamin Recht",http://arxiv.org/pdf/1602.04915v2,No journal ref found,none,stat.ML,Summary8465,1602.05257v2,2016-02-17T00:51:18Z,Peak Criterion for Choosing Gaussian Kernel Bandwidth in Support Vector Data Description,"Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva",http://arxiv.org/pdf/1602.05257v2,No journal ref found,none,cs.LG,Summary8466,1602.05285v1,2016-02-17T03:17:10Z,Choice by Elimination via Deep Neural Networks,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1602.05285v1,No journal ref found,none,stat.ML,Summary8467,1602.05310v1,2016-02-17T05:41:07Z,Large Scale Kernel Learning using Block Coordinate Descent,"Stephen Tu, Rebecca Roelofs, Shivaram Venkataraman, Benjamin Recht",http://arxiv.org/pdf/1602.05310v1,No journal ref found,none,cs.LG,Summary8468,1602.05419v2,2016-02-17T14:06:34Z,"Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression","Aymeric Dieuleveut, Nicolas Flammarion, Francis Bach",http://arxiv.org/pdf/1602.05419v2,No journal ref found,none,math.OC,Summary8469,1602.06053v1,2016-02-19T06:56:50Z,First-order Methods for Geodesically Convex Optimization,"Hongyi Zhang, Suvrit Sra",http://arxiv.org/pdf/1602.06053v1,No journal ref found,none,math.OC,Summary8470,1602.06225v1,2016-02-19T17:08:34Z,GAP Safe Screening Rules for Sparse-Group-Lasso,"Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon",http://arxiv.org/pdf/1602.06225v1,No journal ref found,none,stat.ML,Summary8471,1602.06550v2,2016-02-21T16:55:36Z,Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems,"Igor Melnyk, Arindam Banerjee, Bryan Matthews, Nikunj Oza",http://arxiv.org/pdf/1602.06550v2,No journal ref found,none,cs.LG,Summary8472,1602.06577v1,2016-02-21T20:46:13Z,"2-Bit Random Projections, NonLinear Estimators, and Approximate Near Neighbor Search","Ping Li, Michael Mitzenmacher, Anshumali Shrivastava",http://arxiv.org/pdf/1602.06577v1,No journal ref found,none,stat.ML,Summary8473,1602.06746v1,2016-02-22T12:20:50Z,Convexification of Learning from Constraints,"Iaroslav Shcherbatyi, Bjoern Andres",http://arxiv.org/pdf/1602.06746v1,No journal ref found,none,cs.LG,Summary8474,1602.06872v1,2016-02-22T17:52:02Z,Principal Component Projection Without Principal Component Analysis,"Roy Frostig, Cameron Musco, Christopher Musco, Aaron Sidford",http://arxiv.org/pdf/1602.06872v1,No journal ref found,none,cs.DS,Summary8475,1602.06916v2,2016-02-22T19:55:01Z,Sparse Linear Regression via Generalized Orthogonal Least-Squares,"Abolfazl Hashemi, Haris Vikalo",http://arxiv.org/pdf/1602.06916v2,No journal ref found,none,stat.ML,Summary8476,1602.07046v1,2016-02-23T05:15:08Z,An Improved Gap-Dependency Analysis of the Noisy Power Method,"Maria Florina Balcan, Simon S. Du, Yining Wang, Adams Wei Yu",http://arxiv.org/pdf/1602.07046v1,No journal ref found,none,stat.ML,Summary8477,1602.07194v1,2016-02-23T15:30:46Z,Lens depth function and k-relative neighborhood graph: versatile tools for ordinal data analysis,"Matthäus Kleindessner, Ulrike von Luxburg",http://arxiv.org/pdf/1602.07194v1,No journal ref found,none,stat.ML,Summary8478,1602.07428v1,2016-02-24T08:08:05Z,Max-Margin Nonparametric Latent Feature Models for Link Prediction,"Jun Zhu, Jiaming Song, Bei Chen",http://arxiv.org/pdf/1602.07428v1,No journal ref found,none,cs.LG,Summary8479,1602.07630v1,2016-02-24T18:26:35Z,Online Dual Coordinate Ascent Learning,"Bicheng Ying, Kun Yuan, Ali H. Sayed",http://arxiv.org/pdf/1602.07630v1,No journal ref found,none,math.OC,Summary8480,1602.07754v2,2016-02-24T23:52:07Z,A Compressed Sensing Based Decomposition of Electrodermal Activity Signals,"Swayambhoo Jain, Urvashi Oswal, Kevin S. Xu, Brian Eriksson, Jarvis Haupt",http://arxiv.org/pdf/1602.07754v2,No journal ref found,none,stat.ML,Summary8481,1602.07844v1,2016-02-25T08:34:59Z,Fast Nonsmooth Regularized Risk Minimization with Continuation,"Shuai Zheng, Ruiliang Zhang, James T. Kwok",http://arxiv.org/pdf/1602.07844v1,No journal ref found,none,cs.LG,Summary8482,1602.08734v1,2016-02-28T16:10:40Z,A Structured Variational Auto-encoder for Learning Deep Hierarchies of Sparse Features,Tim Salimans,http://arxiv.org/pdf/1602.08734v1,No journal ref found,none,stat.ML,Summary8483,1602.08780v2,2016-02-28T22:29:25Z,Does quantification without adjustments work?,Dirk Tasche,http://arxiv.org/pdf/1602.08780v2,No journal ref found,none,stat.ML,Summary8484,1603.00570v3,2016-03-02T04:02:57Z,Without-Replacement Sampling for Stochastic Gradient Methods: Convergence Results and Application to Distributed Optimization,Ohad Shamir,http://arxiv.org/pdf/1603.00570v3,No journal ref found,none,cs.LG,Summary8485,1603.01901v1,2016-03-07T00:30:10Z,Confidence-Constrained Maximum Entropy Framework for Learning from Multi-Instance Data,"Behrouz Behmardi, Forrest Briggs, Xiaoli Z. Fern, Raviv Raich",http://arxiv.org/pdf/1603.01901v1,No journal ref found,none,cs.LG,Summary8486,1603.02074v2,2016-03-07T14:13:24Z,Optimal dictionary for least squares representation,"Mohammed Rayyan Sheriff, Debasish Chatterjee",http://arxiv.org/pdf/1603.02074v2,No journal ref found,none,cs.LG,Summary8487,1603.02412v1,2016-03-08T08:26:28Z,Stochastic dual averaging methods using variance reduction techniques for regularized empirical risk minimization problems,"Tomoya Murata, Taiji Suzuki",http://arxiv.org/pdf/1603.02412v1,No journal ref found,none,math.OC,Summary8488,1603.02494v1,2016-03-08T12:02:59Z,A Bayesian non-parametric method for clustering high-dimensional binary data,Tapesh Santra,http://arxiv.org/pdf/1603.02494v1,No journal ref found,none,stat.AP,Summary8489,1603.02532v1,2016-03-08T14:24:11Z,On the inconsistency of $\ell_1$-penalised sparse precision matrix estimation,"Otte Heinävaara, Janne Leppä-aho, Jukka Corander, Antti Honkela",http://arxiv.org/pdf/1603.02532v1,No journal ref found,none,cs.LG,Summary8490,1603.02638v1,2016-03-08T19:42:14Z,Small ensembles of kriging models for optimization,"Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul",http://arxiv.org/pdf/1603.02638v1,No journal ref found,none,math.OC,Summary8491,1603.02763v1,2016-03-09T02:05:11Z,megaman: Manifold Learning with Millions of points,"James McQueen, Marina Meila, Jacob VanderPlas, Zhongyue Zhang",http://arxiv.org/pdf/1603.02763v1,No journal ref found,none,cs.LG,Summary8492,1603.03236v4,2016-03-10T12:23:12Z,Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation,"James Townsend, Niklas Koep, Sebastian Weichwald",http://arxiv.org/pdf/1603.03236v4,"Journal of Machine Learning Research, 17(137):1-5, 2016",none,cs.MS,Summary8493,1603.03788v1,2016-03-11T21:24:42Z,A Primer on the Signature Method in Machine Learning,"Ilya Chevyrev, Andrey Kormilitzin",http://arxiv.org/pdf/1603.03788v1,No journal ref found,none,stat.ML,Summary8494,1603.03977v2,2016-03-13T00:47:15Z,Privacy-preserving Analysis of Correlated Data,"Yizhen Wang, Shuang Song, Kamalika Chaudhuri",http://arxiv.org/pdf/1603.03977v2,No journal ref found,none,cs.LG,Summary8495,1603.04136v4,2016-03-14T05:05:54Z,On the Influence of Momentum Acceleration on Online Learning,"Kun Yuan, Bicheng Ying, Ali H. Sayed",http://arxiv.org/pdf/1603.04136v4,No journal ref found,none,math.OC,Summary8496,1603.04245v1,2016-03-14T13:00:18Z,A Variational Perspective on Accelerated Methods in Optimization,"Andre Wibisono, Ashia C. Wilson, Michael I. Jordan",http://arxiv.org/pdf/1603.04245v1,No journal ref found,none,math.OC,Summary8497,1603.04549v1,2016-03-15T04:29:31Z,Know Your Customer: Multi-armed Bandits with Capacity Constraints,"Ramesh Johari, Vijay Kamble, Yash Kanoria",http://arxiv.org/pdf/1603.04549v1,No journal ref found,none,cs.LG,Summary8498,1603.04981v2,2016-03-16T07:04:24Z,Regret Minimization in Repeated Games: A Set-Valued Dynamic Programming Approach,"Vijay Kamble, Patrick Loiseau, Jean Walrand",http://arxiv.org/pdf/1603.04981v2,No journal ref found,none,cs.GT,Summary8499,1603.05412v2,2016-03-17T10:14:27Z,Online semi-parametric learning for inverse dynamics modeling,"Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Alessandro Chiuso",http://arxiv.org/pdf/1603.05412v2,No journal ref found,none,math.OC,Summary8500,1603.05642v3,2016-03-17T19:51:59Z,Optimal Black-Box Reductions Between Optimization Objectives,"Zeyuan Allen-Zhu, Elad Hazan",http://arxiv.org/pdf/1603.05642v3,No journal ref found,none,math.OC,Summary8501,1603.05953v4,2016-03-18T18:46:05Z,Katyusha: The First Direct Acceleration of Stochastic Gradient Methods,Zeyuan Allen-Zhu,http://arxiv.org/pdf/1603.05953v4,No journal ref found,none,math.OC,Summary8502,1603.06038v1,2016-03-19T03:38:47Z,Tensor Methods and Recommender Systems,"Evgeny Frolov, Ivan Oseledets",http://arxiv.org/pdf/1603.06038v1,No journal ref found,none,cs.LG,Summary8503,1603.06159v1,2016-03-19T23:28:44Z,Fast Incremental Method for Nonconvex Optimization,"Sashank J. Reddi, Suvrit Sra, Barnabas Poczos, Alex Smola",http://arxiv.org/pdf/1603.06159v1,No journal ref found,none,math.OC,Summary8504,1603.06743v3,2016-03-22T11:41:28Z,Localized Lasso for High-Dimensional Regression,"Makoto Yamada, Koh Takeuchi, Tomoharu Iwata, John Shawe-Taylor, Samuel Kaski",http://arxiv.org/pdf/1603.06743v3,No journal ref found,none,stat.ML,Summary8505,1603.08035v1,2016-03-25T21:09:54Z,Universality of Mallows and degeneracy of Kendalls kernels for rankings,"Horia Mania, Aaditya Ramdas, Martin J. Wainwright, Michael I. Jordan, Benjamin Recht",http://arxiv.org/pdf/1603.08035v1,No journal ref found,none,stat.ML,Summary8506,1603.08616v1,2016-03-29T02:13:17Z,Submodular Variational Inference for Network Reconstruction,"Lin Chen, Amin Karbasi, Forrest W Crawford",http://arxiv.org/pdf/1603.08616v1,No journal ref found,none,cs.LG,Summary8507,1603.08661v2,2016-03-29T07:12:14Z,Regret Analysis of the Anytime Optimally Confident UCB Algorithm,Tor Lattimore,http://arxiv.org/pdf/1603.08661v2,No journal ref found,none,cs.LG,Summary8508,1603.09035v1,2016-03-30T04:05:29Z,Towards Geo-Distributed Machine Learning,"Ignacio Cano, Markus Weimer, Dhruv Mahajan, Carlo Curino, Giovanni Matteo Fumarola",http://arxiv.org/pdf/1603.09035v1,No journal ref found,none,cs.LG,Summary8509,1603.09620v3,2016-03-31T15:00:06Z,Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions,"Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen, Sander Wahls",http://arxiv.org/pdf/1603.09620v3,No journal ref found,none,cs.LG,Summary8510,1603.09638v3,2016-03-31T15:28:45Z,Extending Detection with Forensic Information,"Z. Berkay Celik, Patrick McDaniel, Rauf Izmailov, Nicolas Papernot, Ananthram Swami",http://arxiv.org/pdf/1603.09638v3,No journal ref found,none,cs.CR,Summary8511,1603.09739v1,2016-03-31T19:50:45Z,Hierarchical Quickest Change Detection via Surrogates,"Prithwish Chakraborty, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan",http://arxiv.org/pdf/1603.09739v1,No journal ref found,none,cs.LG,Summary8512,1604.02123v1,2016-04-07T19:19:52Z,Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values,"Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko",http://arxiv.org/pdf/1604.02123v1,No journal ref found,none,stat.ML,Summary8513,1604.02218v2,2016-04-08T03:37:52Z,A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and Finite Constraint Violations for Online Convex Optimization with Long Term Constraints,"Hao Yu, Michael J. Neely",http://arxiv.org/pdf/1604.02218v2,No journal ref found,none,math.OC,Summary8514,1604.02606v2,2016-04-09T20:14:36Z,A General Retraining Framework for Scalable Adversarial Classification,"Bo Li, Yevgeniy Vorobeychik, Xinyun Chen",http://arxiv.org/pdf/1604.02606v2,No journal ref found,none,cs.GT,Summary8515,1604.03006v2,2016-04-11T15:47:05Z,Demystifying Fixed k-Nearest Neighbor Information Estimators,"Weihao Gao, Sewoong Oh, Pramod Viswanath",http://arxiv.org/pdf/1604.03006v2,No journal ref found,none,cs.LG,Summary8516,1604.03930v2,2016-04-13T19:57:46Z,Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis,"Rong Ge, Chi Jin, Sham M. Kakade, Praneeth Netrapalli, Aaron Sidford",http://arxiv.org/pdf/1604.03930v2,No journal ref found,none,cs.LG,Summary8517,1604.04348v3,2016-04-15T03:50:57Z,Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties,"Fei Wen, Yuan Yang, Peilin Liu, Robert C. Qiu",http://arxiv.org/pdf/1604.04348v3,No journal ref found,none,cs.IT,Summary8518,1604.04451v2,2016-04-15T12:06:48Z,Delta divergence: A novel decision cognizant measure of classifier incongruence,"Josef Kittler, Cemre Zor",http://arxiv.org/pdf/1604.04451v2,No journal ref found,none,cs.LG,Summary8519,1604.04939v1,2016-04-17T23:13:50Z,Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis,"Andreas Damianou, Neil D. Lawrence, Carl Henrik Ek",http://arxiv.org/pdf/1604.04939v1,No journal ref found,none,stat.ML,Summary8520,1604.05307v1,2016-04-18T17:09:48Z,Learning Sparse Additive Models with Interactions in High Dimensions,"Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner, Andreas Krause",http://arxiv.org/pdf/1604.05307v1,No journal ref found,none,cs.LG,Summary8521,1604.06968v2,2016-04-24T00:23:51Z,Agnostic Estimation of Mean and Covariance,"Kevin A. Lai, Anup B. Rao, Santosh Vempala",http://arxiv.org/pdf/1604.06968v2,No journal ref found,none,cs.DS,Summary8522,1604.07070v3,2016-04-24T18:50:58Z,Stochastic Variance-Reduced ADMM,"Shuai Zheng, James T. Kwok",http://arxiv.org/pdf/1604.07070v3,No journal ref found,none,cs.LG,Summary8523,1604.07878v1,2016-04-26T22:38:47Z,Evaluating the effect of topic consideration in identifying communities of rating-based social networks,"Ali Reihanian, Behrouz Minaei-Bidgoli, Muhammad Yousefnezhad",http://arxiv.org/pdf/1604.07878v1,No journal ref found,none,cs.SI,Summary8524,1604.08079v2,2016-04-27T14:13:11Z,UBL: an R package for Utility-based Learning,"Paula Branco, Rita P. Ribeiro, Luis Torgo",http://arxiv.org/pdf/1604.08079v2,No journal ref found,none,cs.MS,Summary8525,1604.08098v2,2016-04-27T15:00:12Z,Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression,"Lei Han, Ting Yang, Tong Zhang",http://arxiv.org/pdf/1604.08098v2,No journal ref found,none,stat.CO,Summary8526,1604.08716v1,2016-04-29T07:46:59Z,Learning Compact Structural Representations for Audio Events Using Regressor Banks,"Huy Phan, Marco Maass, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins",http://arxiv.org/pdf/1604.08716v1,No journal ref found,none,cs.SD,Summary8527,1605.00042v1,2016-04-29T23:36:39Z,Improved Sparse Low-Rank Matrix Estimation,"Ankit Parekh, Ivan W. Selesnick",http://arxiv.org/pdf/1605.00042v1,No journal ref found,none,math.OC,Summary8528,1605.00391v2,2016-05-02T08:45:59Z,Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data,"Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup",http://arxiv.org/pdf/1605.00391v2,"Pattern Recognition in Neuroimaging (PRNI), International Workshop on, 1-4, 2016",none,stat.ME,Summary8529,1605.00937v2,2016-05-03T15:05:32Z,Dictionary Learning for Massive Matrix Factorization,"Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux",http://arxiv.org/pdf/1605.00937v2,Proceedings of The 33rd International Conference on Machine Learning pp 1737 1746 (2016),none,stat.ML,Summary8530,1605.02105v1,2016-05-06T21:47:36Z,Distributed Learning with Infinitely Many Hypotheses,"Angelia Nedić, Alex Olshevsky, César Uribe",http://arxiv.org/pdf/1605.02105v1,No journal ref found,none,math.OC,Summary8531,1605.02268v1,2016-05-08T03:54:34Z,Rate-Distortion Bounds on Bayes Risk in Supervised Learning,"Matthew Nokleby, Ahmad Beirami, Robert Calderbank",http://arxiv.org/pdf/1605.02268v1,No journal ref found,none,cs.IT,Summary8532,1605.02408v2,2016-05-09T03:39:49Z,Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis,"Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang",http://arxiv.org/pdf/1605.02408v2,No journal ref found,none,math.OC,Summary8533,1605.02531v2,2016-05-09T11:24:19Z,Clustering Time Series and the Surprising Robustness of HMMs,"Mark Kozdoba, Shie Mannor",http://arxiv.org/pdf/1605.02531v2,No journal ref found,none,cs.IT,Summary8534,1605.02711v3,2016-05-09T19:44:17Z,Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction,"Xingguo Li, Tuo Zhao, Raman Arora, Han Liu, Jarvis Haupt",http://arxiv.org/pdf/1605.02711v3,No journal ref found,none,cs.LG,Summary8535,1605.03364v2,2016-05-11T10:24:04Z,Active Uncertainty Calibration in Bayesian ODE Solvers,"Hans Kersting, Philipp Hennig",http://arxiv.org/pdf/1605.03364v2,No journal ref found,none,cs.NA,Summary8536,1605.04131v2,2016-05-13T11:08:50Z,Barzilai-Borwein Step Size for Stochastic Gradient Descent,"Conghui Tan, Shiqian Ma, Yu-Hong Dai, Yuqiu Qian",http://arxiv.org/pdf/1605.04131v2,No journal ref found,none,math.OC,Summary8537,1605.04638v1,2016-05-16T03:01:41Z,Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient,"Tianbao Yang, Lijun Zhang, Rong Jin, Jinfeng Yi",http://arxiv.org/pdf/1605.04638v1,No journal ref found,none,cs.LG,Summary8538,1605.04657v1,2016-05-16T06:10:44Z,Solve-Select-Scale: A Three Step Process For Sparse Signal Estimation,Mithun Das Gupta,http://arxiv.org/pdf/1605.04657v1,No journal ref found,none,cs.IT,Summary8539,1605.04764v1,2016-05-16T13:21:15Z,Geometry Aware Mappings for High Dimensional Sparse Factors,"Avradeep Bhowmik, Nathan Liu, Erheng Zhong, Badri Narayan Bhaskar, Suju Rajan",http://arxiv.org/pdf/1605.04764v1,No journal ref found,none,cs.LG,Summary8540,1605.05284v1,2016-05-17T18:42:31Z,Minimax Lower Bounds for Kronecker-Structured Dictionary Learning,"Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate",http://arxiv.org/pdf/1605.05284v1,No journal ref found,none,cs.IT,Summary8541,1605.05422v2,2016-05-18T02:46:14Z,Optimization Beyond Prediction: Prescriptive Price Optimization,"Shinji Ito, Ryohei Fujimaki",http://arxiv.org/pdf/1605.05422v2,No journal ref found,none,math.OC,Summary8542,1605.05721v4,2016-05-18T19:54:22Z,Linearized GMM Kernels and Normalized Random Fourier Features,Ping Li,http://arxiv.org/pdf/1605.05721v4,No journal ref found,none,cs.LG,Summary8543,1605.05775v1,2016-05-18T22:20:35Z,Supervised Learning with Quantum-Inspired Tensor Networks,"E. Miles Stoudenmire, David J. Schwab",http://arxiv.org/pdf/1605.05775v1,"Advances in Neural Information Processing Systems 29, 4799 (2016)",none,stat.ML,Summary8544,1605.06049v2,2016-05-19T16:53:50Z,A Multi-Batch L-BFGS Method for Machine Learning,"Albert S. Berahas, Jorge Nocedal, Martin Takáč",http://arxiv.org/pdf/1605.06049v2,No journal ref found,none,math.OC,Summary8545,1605.06376v3,2016-05-20T14:34:38Z,Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation,"George Papamakarios, Iain Murray",http://arxiv.org/pdf/1605.06376v3,No journal ref found,none,stat.ML,Summary8546,1605.06432v3,2016-05-20T16:52:22Z,Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data,"Maximilian Karl, Maximilian Soelch, Justin Bayer, Patrick van der Smagt",http://arxiv.org/pdf/1605.06432v3,No journal ref found,none,stat.ML,Summary8547,1605.06444v3,2016-05-20T17:27:18Z,Unreasonable Effectiveness of Learning Neural Networks: From Accessible States and Robust Ensembles to Basic Algorithmic Schemes,"Carlo Baldassi, Christian Borgs, Jennifer Chayes, Alessandro Ingrosso, Carlo Lucibello, Luca Saglietti, Riccardo Zecchina",http://arxiv.org/pdf/1605.06444v3,"Proc. Natl. Acad. Sci. U.S.A. 113(48):E7655-E7662, 2016",none,stat.ML,Summary8548,1605.06593v1,2016-05-21T06:07:53Z,Influence Maximization with Semi-Bandit Feedback,"Zheng Wen, Branislav Kveton, Michal Valko",http://arxiv.org/pdf/1605.06593v1,No journal ref found,none,cs.LG,Summary8549,1605.06619v1,2016-05-21T10:27:50Z,Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent,"Yitan Li, Linli Xu, Xiaowei Zhong, Qing Ling",http://arxiv.org/pdf/1605.06619v1,No journal ref found,none,math.OC,Summary8550,1605.06855v1,2016-05-22T21:18:19Z,Smart broadcasting: Do you want to be seen?,"Mohammad Reza Karimi, Erfan Tavakoli, Mehrdad Farajtabar, Le Song, Manuel Gomez-Rodriguez",http://arxiv.org/pdf/1605.06855v1,No journal ref found,none,cs.SI,Summary8551,1605.06900v1,2016-05-23T05:49:00Z,Fast Stochastic Methods for Nonsmooth Nonconvex Optimization,"Sashank J. Reddi, Suvrit Sra, Barnabas Poczos, Alex Smola",http://arxiv.org/pdf/1605.06900v1,No journal ref found,none,math.OC,Summary8552,1605.06931v3,2016-05-23T08:40:58Z,An Information Criterion for Inferring Coupling in Distributed Dynamical Systems,"Oliver M. Cliff, Mikhail Prokopenko, Robert Fitch",http://arxiv.org/pdf/1605.06931v3,"Front. Robot. AI 3(71), 2016",none,cs.LG,Summary8553,1605.06950v2,2016-05-23T09:24:59Z,A Sub-Quadratic Exact Medoid Algorithm,"James Newling, François Fleuret",http://arxiv.org/pdf/1605.06950v2,No journal ref found,none,stat.ML,Summary8554,1605.07025v2,2016-05-23T14:19:02Z,Tucker Gaussian Process for Regression and Collaborative Filtering,"Hyunjik Kim, Xiaoyu Lu, Seth Flaxman, Yee Whye Teh",http://arxiv.org/pdf/1605.07025v2,No journal ref found,none,stat.ML,Summary8555,1605.07057v1,2016-05-23T15:16:51Z,Bayesian Model Selection of Stochastic Block Models,Xiaoran Yan,http://arxiv.org/pdf/1605.07057v1,No journal ref found,none,stat.ML,Summary8556,1605.07110v3,2016-05-23T17:34:20Z,Deep Learning without Poor Local Minima,Kenji Kawaguchi,http://arxiv.org/pdf/1605.07110v3,No journal ref found,none,stat.ML,Summary8557,1605.07221v2,2016-05-23T22:05:42Z,Global Optimality of Local Search for Low Rank Matrix Recovery,"Srinadh Bhojanapalli, Behnam Neyshabur, Nathan Srebro",http://arxiv.org/pdf/1605.07221v2,No journal ref found,none,stat.ML,Summary8558,1605.07272v3,2016-05-24T02:53:27Z,Matrix Completion has No Spurious Local Minimum,"Rong Ge, Jason D. Lee, Tengyu Ma",http://arxiv.org/pdf/1605.07272v3,No journal ref found,none,cs.LG,Summary8559,1605.07367v2,2016-05-24T10:36:32Z,Riemannian stochastic variance reduced gradient on Grassmann manifold,"Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra",http://arxiv.org/pdf/1605.07367v2,No journal ref found,none,cs.LG,Summary8560,1605.07416v2,2016-05-24T12:36:47Z,Refined Lower Bounds for Adversarial Bandits,"Sébastien Gerchinovitz, Tor Lattimore",http://arxiv.org/pdf/1605.07416v2,"D. D. Lee; M. Sugiyama; U. V. Luxburg; I. Guyon; R. Garnett. NIPS 2016, Dec 2016, Barcelona, Spain. Curran Associates, Inc., pp.1198--1206, Advances in Neural Information Processing Systems 29",none,math.ST,Summary8561,1605.07422v2,2016-05-24T12:40:29Z,Web-scale Topic Models in Spark: An Asynchronous Parameter Server,"Rolf Jagerman, Carsten Eickhoff",http://arxiv.org/pdf/1605.07422v2,No journal ref found,none,cs.DC,Summary8562,1605.07541v1,2016-05-24T16:56:46Z,Inductive quantum learning: Why you are doing it almost right,"Alex Monràs, Gael Sentís, Peter Wittek",http://arxiv.org/pdf/1605.07541v1,No journal ref found,none,cs.LG,Summary8563,1605.07583v3,2016-05-24T18:56:57Z,Recursive Sampling for the Nyström Method,"Cameron Musco, Christopher Musco",http://arxiv.org/pdf/1605.07583v3,No journal ref found,none,cs.LG,Summary8564,1605.07950v3,2016-05-25T16:08:08Z,A First Order Free Lunch for SQRT-Lasso,"Xingguo Li, Jarvis Haupt, Raman Arora, Han Liu, Mingyi Hong, Tuo Zhao",http://arxiv.org/pdf/1605.07950v3,No journal ref found,none,cs.LG,Summary8565,1605.08003v2,2016-05-25T18:44:54Z,Tight Complexity Bounds for Optimizing Composite Objectives,"Blake Woodworth, Nathan Srebro",http://arxiv.org/pdf/1605.08003v2,No journal ref found,none,math.OC,Summary8566,1605.08108v1,2016-05-26T00:24:37Z,FLAG: Fast Linearly-Coupled Adaptive Gradient Method,"Xiang Cheng, Farbod Roosta-Khorasani, Peter L. Bartlett, Michael W. Mahoney",http://arxiv.org/pdf/1605.08108v1,No journal ref found,none,math.OC,Summary8567,1605.08257v1,2016-05-26T12:55:02Z,Low-rank tensor completion: a Riemannian manifold preconditioning approach,"Hiroyuki Kasai, Bamdev Mishra",http://arxiv.org/pdf/1605.08257v1,No journal ref found,none,cs.LG,Summary8568,1605.08370v1,2016-05-26T17:26:18Z,Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent,"Chi Jin, Sham M. Kakade, Praneeth Netrapalli",http://arxiv.org/pdf/1605.08370v1,No journal ref found,none,cs.LG,Summary8569,1605.08455v1,2016-05-26T21:27:11Z,Suppressing Background Radiation Using Poisson Principal Component Analysis,"P. Tandon, P. Huggins, A. Dubrawski, S. Labov, K. Nelson",http://arxiv.org/pdf/1605.08455v1,No journal ref found,none,cs.LG,Summary8570,1605.08882v1,2016-05-28T12:11:22Z,Optimal Learning for Multi-pass Stochastic Gradient Methods,"Junhong Lin, Lorenzo Rosasco",http://arxiv.org/pdf/1605.08882v1,No journal ref found,none,cs.LG,Summary8571,1605.09049v1,2016-05-29T19:21:22Z,Recycling Randomness with Structure for Sublinear time Kernel Expansions,"Krzysztof Choromanski, Vikas Sindhwani",http://arxiv.org/pdf/1605.09049v1,No journal ref found,none,cs.LG,Summary8572,1605.09346v1,2016-05-30T18:15:30Z,Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs,"Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz, Puneet K. Dokania, Simon Lacoste-Julien",http://arxiv.org/pdf/1605.09346v1,No journal ref found,none,cs.LG,Summary8573,1605.09477v1,2016-05-31T03:07:06Z,A Neural Autoregressive Approach to Collaborative Filtering,"Yin Zheng, Bangsheng Tang, Wenkui Ding, Hanning Zhou",http://arxiv.org/pdf/1605.09477v1,No journal ref found,none,cs.IR,Summary8574,1605.09619v1,2016-05-31T13:18:30Z,Horizontally Scalable Submodular Maximization,"Mario Lucic, Olivier Bachem, Morteza Zadimoghaddam, Andreas Krause",http://arxiv.org/pdf/1605.09619v1,No journal ref found,none,stat.ML,Summary8575,1605.09774v2,2016-05-31T19:16:56Z,"Asynchrony begets Momentum, with an Application to Deep Learning","Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré",http://arxiv.org/pdf/1605.09774v2,No journal ref found,none,stat.ML,Summary8576,1606.00119v3,2016-06-01T05:21:40Z,Contextual Bandits with Latent Confounders: An NMF Approach,"Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sanjay Shakkottai",http://arxiv.org/pdf/1606.00119v3,No journal ref found,none,cs.LG,Summary8577,1606.00226v1,2016-06-01T11:18:21Z,"Crowdsourcing: Low complexity, Minimax Optimal Algorithms","Thomas Bonald, Richard Combes",http://arxiv.org/pdf/1606.00226v1,No journal ref found,none,stat.ML,Summary8578,1606.00389v1,2016-06-01T18:43:13Z,Stream Clipper: Scalable Submodular Maximization on Stream,"Tianyi Zhou, Jeff Bilmes",http://arxiv.org/pdf/1606.00389v1,No journal ref found,none,stat.ML,Summary8579,1606.00399v1,2016-06-01T18:58:36Z,Scaling Submodular Maximization via Pruned Submodularity Graphs,"Tianyi Zhou, Hua Ouyang, Yi Chang, Jeff Bilmes, Carlos Guestrin",http://arxiv.org/pdf/1606.00399v1,No journal ref found,none,cs.LG,Summary8580,1606.00602v2,2016-06-02T09:59:16Z,Variance-Reduced Proximal Stochastic Gradient Descent for Non-convex Composite optimization,"Xiyu Yu, Dacheng Tao",http://arxiv.org/pdf/1606.00602v2,No journal ref found,none,stat.ML,Summary8581,1606.00709v1,2016-06-02T14:53:33Z,f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization,"Sebastian Nowozin, Botond Cseke, Ryota Tomioka",http://arxiv.org/pdf/1606.00709v1,No journal ref found,none,stat.ML,Summary8582,1606.00897v2,2016-06-02T21:09:00Z,Multi-Organ Cancer Classification and Survival Analysis,"Stefan Bauer, Nicolas Carion, Peter Schüffler, Thomas Fuchs, Peter Wild, Joachim M. Buhmann",http://arxiv.org/pdf/1606.00897v2,No journal ref found,none,q-bio.QM,Summary8583,1606.01128v2,2016-06-03T15:07:52Z,Difference of Convex Functions Programming Applied to Control with Expert Data,"Bilal Piot, Matthieu Geist, Olivier Pietquin",http://arxiv.org/pdf/1606.01128v2,No journal ref found,none,math.OC,Summary8584,1606.01793v2,2016-06-06T15:46:08Z,Low-rank Optimization with Convex Constraints,"Christian Grussler, Anders Rantzer, Pontus Giselsson",http://arxiv.org/pdf/1606.01793v2,No journal ref found,none,math.OC,Summary8585,1606.02109v1,2016-06-07T11:52:28Z,Efficient differentially private learning improves drug sensitivity prediction,"Antti Honkela, Mrinal Das, Onur Dikmen, Samuel Kaski",http://arxiv.org/pdf/1606.02109v1,No journal ref found,none,stat.ML,Summary8586,1606.02206v4,2016-06-07T16:39:09Z,A Minimax Approach to Supervised Learning,"Farzan Farnia, David Tse",http://arxiv.org/pdf/1606.02206v4,No journal ref found,none,stat.ML,Summary8587,1606.02275v1,2016-06-07T19:39:02Z,Measuring the reliability of MCMC inference with bidirectional Monte Carlo,"Roger B. Grosse, Siddharth Ancha, Daniel M. Roy",http://arxiv.org/pdf/1606.02275v1,No journal ref found,none,cs.LG,Summary8588,1606.02346v1,2016-06-07T22:17:30Z,How is a data-driven approach better than random choice in label space division for multi-label classification?,"Piotr Szymański, Tomasz Kajdanowicz, Kristian Kersting",http://arxiv.org/pdf/1606.02346v1,No journal ref found,none,cs.LG,Summary8589,1606.02421v1,2016-06-08T07:01:47Z,Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions,"Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon",http://arxiv.org/pdf/1606.02421v1,No journal ref found,none,stat.ML,Summary8590,1606.02702v1,2016-06-08T19:51:47Z,Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression,"Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon",http://arxiv.org/pdf/1606.02702v1,No journal ref found,none,stat.ML,Summary8591,1606.03276v3,2016-06-10T11:29:28Z,An Application of Network Lasso Optimization For Ride Sharing Prediction,"Shaona Ghosh, Kevin Page, David De Roure",http://arxiv.org/pdf/1606.03276v3,No journal ref found,none,cs.CY,Summary8592,1606.03623v1,2016-06-11T20:50:53Z,Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization,"Muhammad Ammad-ud-din, Suleiman A. Khan, Disha Malani, Astrid Murumägi, Olli Kallioniemi, Tero Aittokallio, Samuel Kaski",http://arxiv.org/pdf/1606.03623v1,2016 Bioinformatics Published by Oxford University Press,none,stat.ML,Summary8593,1606.03841v3,2016-06-13T07:21:31Z,Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity,"Quanming Yao, James. T Kwok",http://arxiv.org/pdf/1606.03841v3,No journal ref found,none,math.OC,Summary8594,1606.04317v1,2016-06-14T11:44:31Z,Calibration of Phone Likelihoods in Automatic Speech Recognition,"David A. van Leeuwen, Joost van Doremalen",http://arxiv.org/pdf/1606.04317v1,No journal ref found,none,stat.ML,Summary8595,1606.04460v1,2016-06-14T17:03:46Z,Model-Free Episodic Control,"Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li, Avraham Ruderman, Joel Z Leibo, Jack Rae, Daan Wierstra, Demis Hassabis",http://arxiv.org/pdf/1606.04460v1,No journal ref found,none,stat.ML,Summary8596,1606.04722v2,2016-06-15T11:14:29Z,Differentially Private Stochastic Gradient Descent for in-RDBMS Analytics,"Xi Wu, Fengan Li, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton",http://arxiv.org/pdf/1606.04722v2,No journal ref found,none,cs.LG,Summary8597,1606.04809v2,2016-06-15T15:12:01Z,ASAGA: Asynchronous Parallel SAGA,"Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien",http://arxiv.org/pdf/1606.04809v2,No journal ref found,none,math.OC,Summary8598,1606.04838v1,2016-06-15T16:15:53Z,Optimization Methods for Large-Scale Machine Learning,"Léon Bottou, Frank E. Curtis, Jorge Nocedal",http://arxiv.org/pdf/1606.04838v1,No journal ref found,none,stat.ML,Summary8599,1606.04991v1,2016-06-15T21:34:46Z,A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning,"Aryan Mokhtari, Alec Koppel, Alejandro Ribeiro",http://arxiv.org/pdf/1606.04991v1,No journal ref found,none,cs.LG,Summary8600,1606.05340v2,2016-06-16T19:59:57Z,Exponential expressivity in deep neural networks through transient chaos,"Ben Poole, Subhaneil Lahiri, Maithra Raghu, Jascha Sohl-Dickstein, Surya Ganguli",http://arxiv.org/pdf/1606.05340v2,No journal ref found,none,stat.ML,Summary8601,1606.05382v3,2016-06-16T23:18:23Z,Sampling Method for Fast Training of Support Vector Data Description,"Arin Chaudhuri, Deovrat Kakde, Maria Jahja, Wei Xiao, Hansi Jiang, Seunghyun Kong, Sergiy Peredriy",http://arxiv.org/pdf/1606.05382v3,No journal ref found,none,cs.LG,Summary8602,1606.05579v3,2016-06-17T16:19:46Z,Early Visual Concept Learning with Unsupervised Deep Learning,"Irina Higgins, Loic Matthey, Xavier Glorot, Arka Pal, Benigno Uria, Charles Blundell, Shakir Mohamed, Alexander Lerchner",http://arxiv.org/pdf/1606.05579v3,No journal ref found,none,stat.ML,Summary8603,1606.05642v2,2016-06-17T19:54:43Z,Balancing New Against Old Information: The Role of Surprise in Learning,"Mohammadjavad Faraji, Kerstin Preuschoff, Wulfram Gerstner",http://arxiv.org/pdf/1606.05642v2,No journal ref found,none,stat.ML,Summary8604,1606.05850v2,2016-06-19T09:39:30Z,Guaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities,"Frank Nielsen, Ke Sun",http://arxiv.org/pdf/1606.05850v2,No journal ref found,none,cs.LG,Summary8605,1606.05988v1,2016-06-20T06:52:41Z,Continuum directions for supervised dimension reduction,Sungkyu Jung,http://arxiv.org/pdf/1606.05988v1,No journal ref found,none,stat.ME,Summary8606,1606.06564v1,2016-06-21T13:35:43Z,An artificial neural network to find correlation patterns among an arbitrary number of variables,Alessandro Fontana,http://arxiv.org/pdf/1606.06564v1,No journal ref found,none,cs.LG,Summary8607,1606.06962v1,2016-06-22T14:33:15Z,Towards stationary time-vertex signal processing,"Nathanael Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst",http://arxiv.org/pdf/1606.06962v1,No journal ref found,none,cs.LG,Summary8608,1606.07312v1,2016-06-23T13:44:28Z,Unsupervised preprocessing for Tactile Data,"Maximilian Karl, Justin Bayer, Patrick van der Smagt",http://arxiv.org/pdf/1606.07312v1,No journal ref found,none,cs.RO,Summary8609,1606.07369v1,2016-06-22T15:55:22Z,Personalized Prognostic Models for Oncology: A Machine Learning Approach,"David Dooling, Angela Kim, Barbara McAneny, Jennifer Webster",http://arxiv.org/pdf/1606.07369v1,No journal ref found,none,stat.AP,Summary8610,1606.07792v1,2016-06-24T19:07:02Z,Wide & Deep Learning for Recommender Systems,"Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, Rohan Anil, Zakaria Haque, Lichan Hong, Vihan Jain, Xiaobing Liu, Hemal Shah",http://arxiv.org/pdf/1606.07792v1,No journal ref found,none,cs.LG,Summary8611,1606.08660v2,2016-06-28T11:41:03Z,Theory reconstruction: a representation learning view on predicate invention,"Sebastijan Dumancic, Wannes Meert, Hendrik Blockeel",http://arxiv.org/pdf/1606.08660v2,No journal ref found,none,stat.ML,Summary8612,1606.08698v2,2016-06-28T13:49:30Z,Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data,"Guillem Collell, Drazen Prelec, Kaustubh Patil",http://arxiv.org/pdf/1606.08698v2,No journal ref found,none,cs.LG,Summary8613,1606.08813v3,2016-06-28T18:20:06Z,"European Union regulations on algorithmic decision-making and a ""right to explanation""","Bryce Goodman, Seth Flaxman",http://arxiv.org/pdf/1606.08813v3,No journal ref found,none,stat.ML,Summary8614,1606.09184v1,2016-06-29T17:06:45Z,Disease Trajectory Maps,"Peter Schulam, Raman Arora",http://arxiv.org/pdf/1606.09184v1,No journal ref found,none,stat.ML,Summary8615,1607.00076v2,2016-06-30T23:12:20Z,Multi-class classification: mirror descent approach,Daria Reshetova,http://arxiv.org/pdf/1607.00076v2,No journal ref found,none,math.OC,Summary8616,1607.00133v2,2016-07-01T07:29:10Z,Deep Learning with Differential Privacy,"Martín Abadi, Andy Chu, Ian Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, Li Zhang",http://arxiv.org/pdf/1607.00133v2,No journal ref found,none,stat.ML,Summary8617,1607.00345v1,2016-07-01T18:37:33Z,Convergence Rate of Frank-Wolfe for Non-Convex Objectives,Simon Lacoste-Julien,http://arxiv.org/pdf/1607.00345v1,No journal ref found,none,math.OC,Summary8618,1607.00435v1,2016-07-01T23:48:35Z,"Decoding the Encoding of Functional Brain Networks: an fMRI Classification Comparison of Non-negative Matrix Factorization (NMF), Independent Component Analysis (ICA), and Sparse Coding Algorithms","Jianwen Xie, Pamela K. Douglas, Ying Nian Wu, Arthur L. Brody, Ariana E. Anderson",http://arxiv.org/pdf/1607.00435v1,No journal ref found,none,q-bio.NC,Summary8619,1607.00455v1,2016-07-02T02:55:16Z,Alzheimers Disease Diagnostics by Adaptation of 3D Convolutional Network,"Ehsan Hosseini-Asl, Robert Keynto, Ayman El-Baz",http://arxiv.org/pdf/1607.00455v1,No journal ref found,none,cs.LG,Summary8620,1607.00514v1,2016-07-02T14:25:58Z,Approximate Joint Matrix Triangularization,"Nicolo Colombo, Nikos Vlassis",http://arxiv.org/pdf/1607.00514v1,No journal ref found,none,cs.NA,Summary8621,1607.00556v1,2016-07-02T19:55:56Z,Alzheimers Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network,"Ehsan Hosseini-Asl, Georgy Gimelfarb, Ayman El-Baz",http://arxiv.org/pdf/1607.00556v1,No journal ref found,none,cs.LG,Summary8622,1607.00653v1,2016-07-03T16:09:30Z,node2vec: Scalable Feature Learning for Networks,"Aditya Grover, Jure Leskovec",http://arxiv.org/pdf/1607.00653v1,No journal ref found,none,cs.SI,Summary8623,1607.01027v3,2016-07-04T20:01:17Z,Accelerated Stochastic Subgradient Methods under Local Error Bound Condition,"Yi Xu, Qihang Lin, Tianbao Yang",http://arxiv.org/pdf/1607.01027v3,No journal ref found,none,math.OC,Summary8624,1607.01231v3,2016-07-05T12:51:33Z,Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization,"Xiao Wang, Shiqian Ma, Donald Goldfarb, Wei Liu",http://arxiv.org/pdf/1607.01231v3,No journal ref found,none,math.OC,Summary8625,1607.02173v1,2016-07-07T21:06:48Z,Single-Channel Multi-Speaker Separation using Deep Clustering,"Yusuf Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey",http://arxiv.org/pdf/1607.02173v1,No journal ref found,none,cs.LG,Summary8626,1607.02450v2,2016-07-08T16:55:31Z,Proceedings of the 2016 ICML Workshop on #Data4Good: Machine Learning in Social Good Applications,Kush R. Varshney,http://arxiv.org/pdf/1607.02450v2,No journal ref found,none,stat.ML,Summary8627,1607.02665v1,2016-07-09T21:18:23Z,Classifier Risk Estimation under Limited Labeling Resources,"Anurag Kumar, Bhiksha Raj",http://arxiv.org/pdf/1607.02665v1,No journal ref found,none,cs.LG,Summary8628,1607.02793v1,2016-07-10T23:15:18Z,An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization,"Xingguo Li, Tuo Zhao, Raman Arora, Han Liu, Mingyi Hong",http://arxiv.org/pdf/1607.02793v1,No journal ref found,none,math.OC,Summary8629,1607.02959v2,2016-07-11T14:05:16Z,From Behavior to Sparse Graphical Games: Efficient Recovery of Equilibria,"Asish Ghoshal, Jean Honorio",http://arxiv.org/pdf/1607.02959v2,No journal ref found,none,cs.GT,Summary8630,1607.03081v1,2016-07-11T19:20:06Z,Proximal Quasi-Newton Methods for Convex Optimization,"Hiva Ghanbari, Katya Scheinberg",http://arxiv.org/pdf/1607.03081v1,No journal ref found,none,cs.NA,Summary8631,1607.03084v1,2016-07-11T19:25:07Z,Kernel-based methods for bandit convex optimization,"Sébastien Bubeck, Ronen Eldan, Yin Tat Lee",http://arxiv.org/pdf/1607.03084v1,No journal ref found,none,cs.LG,Summary8632,1607.03183v1,2016-07-11T22:10:04Z,How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods,Andrej Risteski,http://arxiv.org/pdf/1607.03183v1,"29th Annual Conference on Learning Theory (pp. 1402-1416), 2016",none,cs.LG,Summary8633,1607.03191v1,2016-07-11T22:40:31Z,On Deterministic Conditions for Subspace Clustering under Missing Data,"Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal",http://arxiv.org/pdf/1607.03191v1,No journal ref found,none,cs.IT,Summary8634,1607.03360v1,2016-07-12T14:09:03Z,Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods,"Yuanzhi Li, Andrej Risteski",http://arxiv.org/pdf/1607.03360v1,No journal ref found,none,cs.LG,Summary8635,1607.03428v3,2016-07-12T16:17:38Z,Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics,"Pantita Palittapongarnpim, Peter Wittek, Ehsan Zahedinejad, Shakib Vedaie, Barry C. Sanders",http://arxiv.org/pdf/1607.03428v3,No journal ref found,none,cs.LG,Summary8636,1607.03559v1,2016-07-13T01:22:04Z,Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes,"Chengtao Li, Stefanie Jegelka, Suvrit Sra",http://arxiv.org/pdf/1607.03559v1,No journal ref found,none,cs.LG,Summary8637,1607.03849v2,2016-07-13T18:15:52Z,Fitting a Simplicial Complex using a Variation of k-means,Piotr Beben,http://arxiv.org/pdf/1607.03849v2,No journal ref found,none,cs.LG,Summary8638,1607.04228v1,2016-07-14T17:55:33Z,Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks,"Evgeny Frolov, Ivan Oseledets",http://arxiv.org/pdf/1607.04228v1,No journal ref found,none,cs.LG,Summary8639,1607.04331v2,2016-07-14T21:43:39Z,Random projections of random manifolds,"Subhaneil Lahiri, Peiran Gao, Surya Ganguli",http://arxiv.org/pdf/1607.04331v2,No journal ref found,none,stat.ML,Summary8640,1607.04579v2,2016-07-15T16:56:22Z,Learning from Conditional Distributions via Dual Embeddings,"Bo Dai, Niao He, Yunpeng Pan, Byron Boots, Le Song",http://arxiv.org/pdf/1607.04579v2,No journal ref found,none,cs.LG,Summary8641,1607.05966v1,2016-07-20T14:14:49Z,Onsager-corrected deep learning for sparse linear inverse problems,"Mark Borgerding, Philip Schniter",http://arxiv.org/pdf/1607.05966v1,No journal ref found,none,cs.IT,Summary8642,1607.06017v2,2016-07-20T16:43:18Z,Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition,"Zeyuan Allen-Zhu, Yuanzhi Li",http://arxiv.org/pdf/1607.06017v2,No journal ref found,none,math.OC,Summary8643,1607.06146v1,2016-07-20T22:46:32Z,"Supervised quantum gate ""teaching"" for quantum hardware design","Leonardo Banchi, Nicola Pancotti, Sougato Bose",http://arxiv.org/pdf/1607.06146v1,Proceedings of the European Symposium on Artificial Neural Networks 2016,none,cs.LG,Summary8644,1607.07423v3,2016-07-25T19:40:55Z,A Non-Parametric Control Chart For High Frequency Multivariate Data,"Deovrat Kakde, Sergriy Peredriy, Arin Chaudhuri, Anya Mcguirk",http://arxiv.org/pdf/1607.07423v3,No journal ref found,none,cs.LG,Summary8645,1607.07590v2,2016-07-26T08:36:41Z,Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution,"Satoru Tokuda, Kenji Nagata, Masato Okada",http://arxiv.org/pdf/1607.07590v2,No journal ref found,none,physics.data-an,Summary8646,1607.07607v1,2016-07-26T09:26:20Z,An Adaptive Matrix Factorization Approach for Personalized Recommender Systems,"Gianna M. Del Corso, Francesco Romani",http://arxiv.org/pdf/1607.07607v1,No journal ref found,none,cs.LG,Summary8647,1607.08161v2,2016-07-27T15:53:02Z,Network-Guided Biomarker Discovery,Chloé-Agathe Azencott,http://arxiv.org/pdf/1607.08161v2,No journal ref found,none,stat.ML,Summary8648,1607.08254v2,2016-07-27T20:03:47Z,Stochastic Frank-Wolfe Methods for Nonconvex Optimization,"Sashank J. Reddi, Suvrit Sra, Barnabas Poczos, Alex Smola",http://arxiv.org/pdf/1607.08254v2,No journal ref found,none,math.OC,Summary8649,1607.08456v1,2016-07-28T13:46:06Z,Kernel functions based on triplet similarity comparisons,"Matthäus Kleindessner, Ulrike von Luxburg",http://arxiv.org/pdf/1607.08456v1,No journal ref found,none,stat.ML,Summary8650,1608.01264v1,2016-08-03T17:33:16Z,Fast and Simple Optimization for Poisson Likelihood Models,"Niao He, Zaid Harchaoui, Yichen Wang, Le Song",http://arxiv.org/pdf/1608.01264v1,No journal ref found,none,cs.LG,Summary8651,1608.02198v2,2016-08-07T09:35:44Z,A General Characterization of the Statistical Query Complexity,Vitaly Feldman,http://arxiv.org/pdf/1608.02198v2,No journal ref found,none,cs.LG,Summary8652,1608.02257v2,2016-08-07T19:03:52Z,Robust High-Dimensional Linear Regression,"Chang Liu, Bo Li, Yevgeniy Vorobeychik, Alina Oprea",http://arxiv.org/pdf/1608.02257v2,No journal ref found,none,cs.LG,Summary8653,1608.03530v1,2016-08-11T16:52:03Z,Semi-Supervised Prediction of Gene Regulatory Networks Using Machine Learning Algorithms,"Nihir Patel, Jason T. L. Wang",http://arxiv.org/pdf/1608.03530v1,No journal ref found,none,cs.LG,Summary8654,1608.03585v1,2016-08-11T19:56:27Z,Warm Starting Bayesian Optimization,"Matthias Poloczek, Jialei Wang, Peter I. Frazier",http://arxiv.org/pdf/1608.03585v1,No journal ref found,none,stat.ML,Summary8655,1608.03643v2,2016-08-12T00:36:42Z,Chi-squared Amplification: Identifying Hidden Hubs,"Ravi Kannan, Santosh Vempala",http://arxiv.org/pdf/1608.03643v2,No journal ref found,none,cs.LG,Summary8656,1608.03811v1,2016-08-12T14:40:46Z,Content-based image retrieval tutorial,Joani Mitro,http://arxiv.org/pdf/1608.03811v1,No journal ref found,none,stat.ML,Summary8657,1608.04037v1,2016-08-13T23:45:21Z,An approach to dealing with missing values in heterogeneous data using k-nearest neighbors,"Davi E. N. Frossard, Igor O. Nunes, Renato A. Krohling",http://arxiv.org/pdf/1608.04037v1,No journal ref found,none,cs.LG,Summary8658,1608.04478v1,2016-08-16T04:31:52Z,A Geometrical Approach to Topic Model Estimation,Zheng Tracy Ke,http://arxiv.org/pdf/1608.04478v1,No journal ref found,none,stat.ME,Summary8659,1608.04550v1,2016-08-16T11:26:25Z,Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations,"Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene",http://arxiv.org/pdf/1608.04550v1,No journal ref found,none,cs.CE,Summary8660,1608.04585v1,2016-08-16T13:32:05Z,Conformalized density- and distance-based anomaly detection in time-series data,"Evgeny Burnaev, Vladislav Ishimtsev",http://arxiv.org/pdf/1608.04585v1,No journal ref found,none,stat.AP,Summary8661,1608.04636v2,2016-08-16T15:28:24Z,Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition,"Hamed Karimi, Julie Nutini, Mark Schmidt",http://arxiv.org/pdf/1608.04636v2,No journal ref found,none,cs.LG,Summary8662,1608.04647v2,2016-08-16T16:05:14Z,Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets,"Michael J. Anderson, Mihai Capotă, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman",http://arxiv.org/pdf/1608.04647v2,No journal ref found,none,stat.ML,Summary8663,1608.04674v1,2016-08-16T17:00:48Z,Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries,"Bethany Lusch, Eric C. Chi, J. Nathan Kutz",http://arxiv.org/pdf/1608.04674v1,No journal ref found,none,stat.ML,Summary8664,1608.05127v1,2016-08-17T23:30:04Z,A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge,"Vikas Chawla, Hsiang Sing Naik, Adedotun Akintayo, Dermot Hayes, Patrick Schnable, Baskar Ganapathysubramanian, Soumik Sarkar",http://arxiv.org/pdf/1608.05127v1,No journal ref found,none,cs.LG,Summary8665,1608.05152v1,2016-08-18T01:30:49Z,Conditional Sparse Linear Regression,Brendan Juba,http://arxiv.org/pdf/1608.05152v1,No journal ref found,none,cs.LG,Summary8666,1608.06031v1,2016-08-22T02:05:10Z,Towards Instance Optimal Bounds for Best Arm Identification,"Lijie Chen, Jian Li, Mingda Qiao",http://arxiv.org/pdf/1608.06031v1,No journal ref found,none,cs.LG,Summary8667,1608.06048v1,2016-08-22T04:27:28Z,Survey of resampling techniques for improving classification performance in unbalanced datasets,Ajinkya More,http://arxiv.org/pdf/1608.06048v1,No journal ref found,none,stat.AP,Summary8668,1608.06072v2,2016-08-22T07:47:56Z,"Uniform Generalization, Concentration, and Adaptive Learning",Ibrahim Alabdulmohsin,http://arxiv.org/pdf/1608.06072v2,No journal ref found,none,cs.LG,Summary8669,1608.06203v1,2016-08-22T15:58:31Z,Computational and Statistical Tradeoffs in Learning to Rank,"Ashish Khetan, Sewoong Oh",http://arxiv.org/pdf/1608.06203v1,No journal ref found,none,cs.LG,Summary8670,1608.06253v1,2016-08-22T18:20:18Z,Multi-Dueling Bandits and Their Application to Online Ranker Evaluation,"Brian Brost, Yevgeny Seldin, Ingemar J. Cox, Christina Lioma",http://arxiv.org/pdf/1608.06253v1,No journal ref found,none,cs.IR,Summary8671,1608.06315v1,2016-08-22T21:15:00Z,LFADS - Latent Factor Analysis via Dynamical Systems,"David Sussillo, Rafal Jozefowicz, L. F. Abbott, Chethan Pandarinath",http://arxiv.org/pdf/1608.06315v1,No journal ref found,none,cs.LG,Summary8672,1608.06879v1,2016-08-24T16:04:12Z,AIDE: Fast and Communication Efficient Distributed Optimization,"Sashank J. Reddi, Jakub Konečný, Peter Richtárik, Barnabás Póczós, Alex Smola",http://arxiv.org/pdf/1608.06879v1,No journal ref found,none,math.OC,Summary8673,1608.07179v1,2016-08-25T14:43:17Z,Minimizing Quadratic Functions in Constant Time,"Kohei Hayashi, Yuichi Yoshida",http://arxiv.org/pdf/1608.07179v1,No journal ref found,none,cs.LG,Summary8674,1608.07502v1,2016-08-26T16:15:43Z,Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events,"Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Kai Zhang",http://arxiv.org/pdf/1608.07502v1,No journal ref found,none,cs.LG,Summary8675,1608.07605v1,2016-08-26T20:49:06Z,Clustering and Community Detection with Imbalanced Clusters,"Cem Aksoylar, Jing Qian, Venkatesh Saligrama",http://arxiv.org/pdf/1608.07605v1,No journal ref found,none,stat.ML,Summary8676,1608.08337v1,2016-08-30T05:58:38Z,Data Dependent Convergence for Distributed Stochastic Optimization,Avleen S. Bijral,http://arxiv.org/pdf/1608.08337v1,No journal ref found,none,math.OC,Summary8677,1608.08852v1,2016-08-31T13:53:09Z,A Mathematical Framework for Feature Selection from Real-World Data with Non-Linear Observations,"Martin Genzel, Gitta Kutyniok",http://arxiv.org/pdf/1608.08852v1,No journal ref found,none,stat.ML,Summary8678,1609.00451v1,2016-09-02T02:46:45Z,Least Ambiguous Set-Valued Classifiers with Bounded Error Levels,"Mauricio Sadinle, Jing Lei, Larry Wasserman",http://arxiv.org/pdf/1609.00451v1,No journal ref found,none,stat.ME,Summary8679,1609.00489v2,2016-09-02T07:42:29Z,A deep learning model for estimating story points,"Morakot Choetkiertikul, Hoa Khanh Dam, Truyen Tran, Trang Pham, Aditya Ghose, Tim Menzies",http://arxiv.org/pdf/1609.00489v2,No journal ref found,none,cs.SE,Summary8680,1609.00680v6,2016-09-02T17:41:54Z,Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model,"Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu",http://arxiv.org/pdf/1609.00680v6,"PLoS Comput Biol 13(1): e1005324, 2017",none,q-bio.BM,Summary8681,1609.00921v1,2016-09-04T12:01:50Z,Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images,"Muhammad Yousefnezhad, Daoqiang Zhang",http://arxiv.org/pdf/1609.00921v1,No journal ref found,none,stat.ML,Summary8682,1609.00978v1,2016-09-04T19:34:56Z,Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences,"Chi Jin, Yuchen Zhang, Sivaraman Balakrishnan, Martin J. Wainwright, Michael Jordan",http://arxiv.org/pdf/1609.00978v1,No journal ref found,none,stat.ML,Summary8683,1609.02208v1,2016-09-07T22:11:39Z,Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation,"Weihao Gao, Sewoong Oh, Pramod Viswanath",http://arxiv.org/pdf/1609.02208v1,No journal ref found,none,cs.IT,Summary8684,1609.02487v1,2016-09-08T16:33:39Z,Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models,"Lennart Gulikers, Marc Lelarge, Laurent Massoulié",http://arxiv.org/pdf/1609.02487v1,No journal ref found,none,math.PR,Summary8685,1609.02613v2,2016-09-08T22:32:44Z,Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors?,"Wei Fu, Vivek Nair, Tim Menzies",http://arxiv.org/pdf/1609.02613v2,No journal ref found,none,cs.SE,Summary8686,1609.02815v2,2016-09-09T14:45:48Z,By-passing the Kohn-Sham equations with machine learning,"Felix Brockherde, Leslie Vogt, Li Li, Mark E. Tuckerman, Kieron Burke, Klaus-Robert Müller",http://arxiv.org/pdf/1609.02815v2,No journal ref found,none,physics.comp-ph,Summary8687,1609.02845v1,2016-09-09T16:00:04Z,Distributed Online Optimization in Dynamic Environments Using Mirror Descent,"Shahin Shahrampour, Ali Jadbabaie",http://arxiv.org/pdf/1609.02845v1,No journal ref found,none,math.OC,Summary8688,1609.02906v1,2016-09-09T19:48:29Z,Robust Spectral Detection of Global Structures in the Data by Learning a Regularization,Pan Zhang,http://arxiv.org/pdf/1609.02906v1,No journal ref found,none,stat.ML,Summary8689,1609.02943v2,2016-09-09T20:39:20Z,Stealing Machine Learning Models via Prediction APIs,"Florian Tramèr, Fan Zhang, Ari Juels, Michael K. Reiter, Thomas Ristenpart",http://arxiv.org/pdf/1609.02943v2,No journal ref found,none,cs.CR,Summary8690,1609.03164v1,2016-09-11T14:17:33Z,On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms,"Steven Van Vaerenbergh, Jesus Fernandez-Bes, Víctor Elvira",http://arxiv.org/pdf/1609.03164v1,No journal ref found,none,stat.ML,Summary8691,1609.03261v1,2016-09-12T03:35:29Z,Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method,"Lihua Lei, Michael I. Jordan",http://arxiv.org/pdf/1609.03261v1,No journal ref found,none,math.OC,Summary8692,1609.03541v1,2016-09-12T19:25:27Z,"Comment on ""Why does deep and cheap learning work so well?"" [arXiv:1608.08225]","David J. Schwab, Pankaj Mehta",http://arxiv.org/pdf/1609.03541v1,No journal ref found,none,cond-mat.dis-nn,Summary8693,1609.03769v1,2016-09-13T11:18:03Z,Analysis of Kelner and Levin graph sparsification algorithm for a streaming setting,"Daniele Calandriello, Alessandro Lazaric, Michal Valko",http://arxiv.org/pdf/1609.03769v1,No journal ref found,none,stat.ML,Summary8694,1609.03912v1,2016-09-13T16:20:02Z,Information Theoretic Structure Learning with Confidence,"Kevin R. Moon, Morteza Noshad, Salimeh Yasaei Sekeh, Alfred O. Hero III",http://arxiv.org/pdf/1609.03912v1,No journal ref found,none,cs.IT,Summary8695,1609.03958v1,2016-09-13T18:08:06Z,Noisy Inductive Matrix Completion Under Sparse Factor Models,"Akshay Soni, Troy Chevalier, Swayambhoo Jain",http://arxiv.org/pdf/1609.03958v1,No journal ref found,none,stat.ML,Summary8696,1609.03960v1,2016-09-13T18:18:38Z,Self-Sustaining Iterated Learning,"Bernard Chazelle, Chu Wang",http://arxiv.org/pdf/1609.03960v1,No journal ref found,none,math.OC,Summary8697,1609.05191v1,2016-09-16T19:42:34Z,Gradient Descent Learns Linear Dynamical Systems,"Moritz Hardt, Tengyu Ma, Benjamin Recht",http://arxiv.org/pdf/1609.05191v1,No journal ref found,none,cs.LG,Summary8698,1609.05807v2,2016-09-19T16:08:51Z,Inherent Trade-Offs in the Fair Determination of Risk Scores,"Jon Kleinberg, Sendhil Mullainathan, Manish Raghavan",http://arxiv.org/pdf/1609.05807v2,No journal ref found,none,cs.LG,Summary8699,1609.05959v1,2016-09-19T22:30:36Z,Conformalized Kernel Ridge Regression,"Evgeny Burnaev, Ivan Nazarov",http://arxiv.org/pdf/1609.05959v1,No journal ref found,none,stat.ML,Summary8700,1609.06457v1,2016-09-21T08:14:12Z,AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering,"Pin-Yu Chen, Thibaut Gensollen, Alfred O. Hero III",http://arxiv.org/pdf/1609.06457v1,No journal ref found,none,cs.SI,Summary8701,1609.06480v1,2016-09-21T09:47:32Z,Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery,"Wenwen Min, Juan Liu, Shihua Zhang",http://arxiv.org/pdf/1609.06480v1,No journal ref found,none,q-bio.GN,Summary8702,1609.06532v1,2016-09-21T12:44:37Z,"Bibliographic Analysis on Research Publications using Authors, Categorical Labels and the Citation Network","Kar Wai Lim, Wray Buntine",http://arxiv.org/pdf/1609.06532v1,"Machine Learning 103(2):185-213, 2016",none,cs.DL,Summary8703,1609.06826v1,2016-09-22T05:46:46Z,Bibliographic Analysis with the Citation Network Topic Model,"Kar Wai Lim, Wray Buntine",http://arxiv.org/pdf/1609.06826v1,"Proceedings of the Sixth Asian Conference on Machine Learning (ACML), pp. 142-158. JMLR. 2014",none,cs.DL,Summary8704,1609.06840v1,2016-09-22T07:06:28Z,Exact Sampling from Determinantal Point Processes,"Philipp Hennig, Roman Garnett",http://arxiv.org/pdf/1609.06840v1,No journal ref found,none,cs.LG,Summary8705,1609.07200v1,2016-09-23T01:16:46Z,Multilayer Spectral Graph Clustering via Convex Layer Aggregation,"Pin-Yu Chen, Alfred O. Hero III",http://arxiv.org/pdf/1609.07200v1,No journal ref found,none,cs.LG,Summary8706,1609.07478v1,2016-09-23T19:59:50Z,Screening Rules for Convex Problems,"Anant Raj, Jakob Olbrich, Bernd Gärtner, Bernhard Schölkopf, Martin Jaggi",http://arxiv.org/pdf/1609.07478v1,No journal ref found,none,math.OC,Summary8707,1609.07560v1,2016-09-24T02:56:25Z,Informative Planning and Online Learning with Sparse Gaussian Processes,"Kai-Chieh Ma, Lantao Liu, Gaurav S. Sukhatme",http://arxiv.org/pdf/1609.07560v1,No journal ref found,none,cs.RO,Summary8708,1609.08349v2,2016-09-27T10:53:37Z,Multi-label Methods for Prediction with Sequential Data,"Jesse Read, Luca Martino, Jaakko Hollmén",http://arxiv.org/pdf/1609.08349v2,"Pattern Recognition, Volume 63, Pages 45-55, 2017",none,cs.LG,Summary8709,1609.08905v3,2016-09-28T13:30:31Z,Statistical comparison of classifiers through Bayesian hierarchical modelling,"Giorgio Corani, Alessio Benavoli, Janez Demšar, Francesca Mangili, Marco Zaffalon",http://arxiv.org/pdf/1609.08905v3,No journal ref found,none,cs.LG,Summary8710,1609.08913v1,2016-09-28T13:52:17Z,The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm,George D. Montanez,http://arxiv.org/pdf/1609.08913v1,No journal ref found,none,stat.ML,Summary8711,1609.09196v1,2016-09-29T04:02:31Z,EXTRACT: Strong Examples from Weakly-Labeled Sensor Data,"Davis W. Blalock, John V. Guttag",http://arxiv.org/pdf/1609.09196v1,No journal ref found,none,stat.ML,Summary8712,1609.09353v4,2016-09-28T00:39:47Z,Deep Multi-Species Embedding,"Di Chen, Yexiang Xue, Shuo Chen, Daniel Fink, Carla Gomes",http://arxiv.org/pdf/1609.09353v4,No journal ref found,none,cs.LG,Summary8713,1609.09430v2,2016-09-29T17:04:50Z,CNN Architectures for Large-Scale Audio Classification,"Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin Wilson",http://arxiv.org/pdf/1609.09430v2,No journal ref found,none,cs.SD,Summary8714,1609.09597v1,2016-09-30T05:20:24Z,Social Computing for Mobile Big Data in Wireless Networks,"Xing Zhang, Zhenglei Yi, Zhi Yan, Geyong Min, Wenbo Wang, Sabita Maharjan, Yan Zhang",http://arxiv.org/pdf/1609.09597v1,"Computer, vol.49, no. 9, pp. 86-90, Sept. 2016",none,cs.SI,Summary8715,1609.09660v1,2016-09-30T10:17:47Z,On Identification of Sparse Multivariable ARX Model: A Sparse Bayesian Learning Approach,"J. Jin, Y. Yuan, W. Pan, D. L. T. Pham, C. J. Tomlin, A. Webb, J. Goncalves",http://arxiv.org/pdf/1609.09660v1,No journal ref found,none,cs.SY,Summary8716,1609.09799v2,2016-09-30T16:28:12Z,Optimal spectral transportation with application to music transcription,"Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya",http://arxiv.org/pdf/1609.09799v2,No journal ref found,none,stat.ML,Summary8717,1610.00246v1,2016-10-02T09:03:11Z,HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media,"Seyed Abbas Hosseini, Ali Khodadadi, Soheil Arabzade, Hamid R. Rabiee",http://arxiv.org/pdf/1610.00246v1,No journal ref found,none,stat.ML,Summary8718,1610.00732v2,2016-10-03T20:29:37Z,Sequential Low-Rank Change Detection,"Yao Xie, Lee Seversky",http://arxiv.org/pdf/1610.00732v2,No journal ref found,none,stat.ML,Summary8719,1610.00768v3,2016-10-03T22:04:07Z,cleverhans v1.0.0: an adversarial machine learning library,"Nicolas Papernot, Ian Goodfellow, Ryan Sheatsley, Reuben Feinman, Patrick McDaniel",http://arxiv.org/pdf/1610.00768v3,No journal ref found,none,cs.LG,Summary8720,1610.00844v2,2016-10-04T05:04:30Z,Revisiting Role Discovery in Networks: From Node to Edge Roles,"Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou",http://arxiv.org/pdf/1610.00844v2,No journal ref found,none,stat.ML,Summary8721,1610.00970v4,2016-10-04T13:08:42Z,Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure,"Alberto Bietti, Julien Mairal",http://arxiv.org/pdf/1610.00970v4,No journal ref found,none,stat.ML,Summary8722,1610.01101v2,2016-10-04T17:24:43Z,A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning,"Aleksandr Aravkin, Damek Davis",http://arxiv.org/pdf/1610.01101v2,No journal ref found,none,stat.ML,Summary8723,1610.01132v3,2016-10-04T19:22:44Z,A Non-generative Framework and Convex Relaxations for Unsupervised Learning,"Elad Hazan, Tengyu Ma",http://arxiv.org/pdf/1610.01132v3,No journal ref found,none,cs.LG,Summary8724,1610.01687v1,2016-10-05T23:41:23Z,Sampled Fictitious Play is Hannan Consistent,"Zifan Li, Ambuj Tewari",http://arxiv.org/pdf/1610.01687v1,No journal ref found,none,cs.GT,Summary8725,1610.01959v1,2016-10-06T17:20:16Z,Efficient L1-Norm Principal-Component Analysis via Bit Flipping,"Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados",http://arxiv.org/pdf/1610.01959v1,No journal ref found,none,cs.DS,Summary8726,1610.02143v2,2016-10-07T05:11:23Z,Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation,"Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis",http://arxiv.org/pdf/1610.02143v2,No journal ref found,none,math.OC,Summary8727,1610.02496v2,2016-10-08T07:57:00Z,SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs,"Kaiwei Li, Jianfei Chen, Wenguang Chen, Jun Zhu",http://arxiv.org/pdf/1610.02496v2,No journal ref found,none,cs.DC,Summary8728,1610.02967v1,2016-10-07T12:59:46Z,Distributed Convex Optimization with Many Convex Constraints,"Joachim Giesen, Sören Laue",http://arxiv.org/pdf/1610.02967v1,No journal ref found,none,math.OC,Summary8729,1610.03045v1,2016-10-10T19:48:34Z,Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data,"Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nathan Srebro",http://arxiv.org/pdf/1610.03045v1,No journal ref found,none,cs.LG,Summary8730,1610.03483v4,2016-10-11T19:59:39Z,Learning in Implicit Generative Models,"Shakir Mohamed, Balaji Lakshminarayanan",http://arxiv.org/pdf/1610.03483v4,No journal ref found,none,stat.ML,Summary8731,1610.03774v2,2016-10-12T16:30:11Z,Parallelizing Stochastic Approximation Through Mini-Batching and Tail-Averaging,"Prateek Jain, Sham M. Kakade, Rahul Kidambi, Praneeth Netrapalli, Aaron Sidford",http://arxiv.org/pdf/1610.03774v2,No journal ref found,none,stat.ML,Summary8732,1610.03988v1,2016-10-13T09:18:53Z,Dictionary Update for NMF-based Voice Conversion Using an Encoder-Decoder Network,"Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang",http://arxiv.org/pdf/1610.03988v1,No journal ref found,none,stat.ML,Summary8733,1610.04019v1,2016-10-13T10:52:25Z,Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder,"Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang",http://arxiv.org/pdf/1610.04019v1,No journal ref found,none,stat.ML,Summary8734,1610.04336v2,2016-10-14T06:07:45Z,MML is not consistent for Neyman-Scott,Michael Brand,http://arxiv.org/pdf/1610.04336v2,No journal ref found,none,stat.ML,Summary8735,1610.04351v1,2016-10-14T07:44:33Z,Semi-supervised Graph Embedding Approach to Dynamic Link Prediction,Ryohei Hisano,http://arxiv.org/pdf/1610.04351v1,No journal ref found,none,stat.ML,Summary8736,1610.04599v1,2016-10-14T19:43:16Z,"Data-Driven Threshold Machine: Scan Statistics, Change-Point Detection, and Extreme Bandits","Shuang Li, Yao Xie, Le Song",http://arxiv.org/pdf/1610.04599v1,No journal ref found,none,cs.LG,Summary8737,1610.04804v1,2016-10-16T00:47:21Z,Dynamic Stacked Generalization for Node Classification on Networks,"Zhen Han, Alyson Wilson",http://arxiv.org/pdf/1610.04804v1,No journal ref found,none,stat.ML,Summary8738,1610.05202v2,2016-10-17T16:51:49Z,Decentralized Collaborative Learning of Personalized Models over Networks,"Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi",http://arxiv.org/pdf/1610.05202v2,No journal ref found,none,cs.LG,Summary8739,1610.05261v2,2016-10-17T18:50:35Z,A probabilistic model for the numerical solution of initial value problems,"Michael Schober, Simo Särkkä, Philipp Hennig",http://arxiv.org/pdf/1610.05261v2,No journal ref found,none,math.NA,Summary8740,1610.05507v1,2016-10-18T09:48:51Z,Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server,"Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson",http://arxiv.org/pdf/1610.05507v1,No journal ref found,none,math.OC,Summary8741,1610.05755v4,2016-10-18T19:37:37Z,Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data,"Nicolas Papernot, Martín Abadi, Úlfar Erlingsson, Ian Goodfellow, Kunal Talwar",http://arxiv.org/pdf/1610.05755v4,No journal ref found,none,stat.ML,Summary8742,1610.05773v1,2016-10-18T20:00:05Z,RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks,"Ali Zarezade, Utkarsh Upadhyay, Hamid Rabiee, Manuel Gomez Rodriguez",http://arxiv.org/pdf/1610.05773v1,No journal ref found,none,stat.ML,Summary8743,1610.05775v1,2016-10-18T20:00:09Z,Modeling the Dynamics of Online Learning Activity,"Charalampos Mavroforakis, Isabel Valera, Manuel Gomez Rodriguez",http://arxiv.org/pdf/1610.05775v1,No journal ref found,none,stat.ML,Summary8744,1610.05792v3,2016-10-18T20:24:10Z,Big Batch SGD: Automated Inference using Adaptive Batch Sizes,"Soham De, Abhay Yadav, David Jacobs, Tom Goldstein",http://arxiv.org/pdf/1610.05792v3,No journal ref found,none,cs.LG,Summary8745,1610.05820v1,2016-10-18T22:38:33Z,Membership Inference Attacks against Machine Learning Models,"Reza Shokri, Marco Stronati, Vitaly Shmatikov",http://arxiv.org/pdf/1610.05820v1,No journal ref found,none,cs.CR,Summary8746,1610.06525v1,2016-10-20T18:19:07Z,ChoiceRank: Identifying Preferences from Node Traffic in Networks,"Lucas Maystre, Matthias Grossglauser",http://arxiv.org/pdf/1610.06525v1,No journal ref found,none,stat.ML,Summary8747,1610.06603v3,2016-10-20T20:54:41Z,Combinatorial Multi-Armed Bandit with General Reward Functions,"Wei Chen, Wei Hu, Fu Li, Jian Li, Yu Liu, Pinyan Lu",http://arxiv.org/pdf/1610.06603v3,No journal ref found,none,cs.LG,Summary8748,1610.07119v2,2016-10-23T03:25:05Z,Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016,"Minh C. Phan, Yi Tay, Tuan-Anh Nguyen Pham",http://arxiv.org/pdf/1610.07119v2,No journal ref found,none,cs.LG,Summary8749,1610.07379v1,2016-10-24T12:18:00Z,Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation,"Ilija Bogunovic, Jonathan Scarlett, Andreas Krause, Volkan Cevher",http://arxiv.org/pdf/1610.07379v1,No journal ref found,none,stat.ML,Summary8750,1610.07519v2,2016-10-24T18:10:11Z,A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise,"Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet",http://arxiv.org/pdf/1610.07519v2,No journal ref found,none,math.OC,Summary8751,1610.07797v3,2016-10-25T09:14:40Z,Frank-Wolfe Algorithms for Saddle Point Problems,"Gauthier Gidel, Tony Jebara, Simon Lacoste-Julien",http://arxiv.org/pdf/1610.07797v3,No journal ref found,none,math.OC,Summary8752,1610.08166v1,2016-10-26T04:50:35Z,Automatic measurement of vowel duration via structured prediction,"Yossi Adi, Joseph Keshet, Emily Cibelli, Erin Gustafson, Cynthia Clopper, Matthew Goldrick",http://arxiv.org/pdf/1610.08166v1,No journal ref found,none,stat.ML,Summary8753,1610.08239v2,2016-10-26T09:13:28Z,Things Bayes cant do,Daniil Ryabko,http://arxiv.org/pdf/1610.08239v2,"Proceedings of ALT, LNCS 9925, pp.253-260, Bari, Italy, 2016",none,cs.LG,Summary8754,1610.08749v1,2016-10-27T12:34:36Z,Differentially Private Variational Inference for Non-conjugate Models,"Joonas Jälkö, Onur Dikmen, Antti Honkela",http://arxiv.org/pdf/1610.08749v1,No journal ref found,none,stat.ML,Summary8755,1610.09033v2,2016-10-27T23:32:25Z,Operator Variational Inference,"Rajesh Ranganath, Jaan Altosaar, Dustin Tran, David M. Blei",http://arxiv.org/pdf/1610.09033v2,No journal ref found,none,stat.ML,Summary8756,1610.09274v1,2016-10-28T15:33:25Z,Toward Implicit Sample Noise Modeling: Deviation-driven Matrix Factorization,"Guang-He Lee, Shao-Wen Yang, Shou-De Lin",http://arxiv.org/pdf/1610.09274v1,No journal ref found,none,cs.LG,Summary8757,1610.09300v1,2016-10-28T16:28:23Z,Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods,"Antoine Gautier, Quynh Nguyen, Matthias Hein",http://arxiv.org/pdf/1610.09300v1,No journal ref found,none,cs.LG,Summary8758,1610.09463v1,2016-10-29T06:12:03Z,Sparse Signal Recovery for Binary Compressed Sensing by Majority Voting Neural Networks,"Daisuke Ito, Tadashi Wadayama",http://arxiv.org/pdf/1610.09463v1,No journal ref found,none,cs.IT,Summary8759,1611.00065v2,2016-10-31T22:24:49Z,Bayesian Adaptive Data Analysis Guarantees from Subgaussianity,Sam Elder,http://arxiv.org/pdf/1611.00065v2,No journal ref found,none,cs.LG,Summary8760,1611.00255v1,2016-11-01T14:56:33Z,Stationary time-vertex signal processing,"Andreas Loukas, Nathanaël Perraudin",http://arxiv.org/pdf/1611.00255v1,No journal ref found,none,cs.LG,Summary8761,1611.00303v2,2016-11-01T17:21:50Z,Semi-Supervised Radio Signal Identification,"Timothy J. OShea, Nathan West, Matthew Vondal, T. Charles Clancy",http://arxiv.org/pdf/1611.00303v2,No journal ref found,none,cs.LG,Summary8762,1611.00326v2,2016-11-01T18:38:12Z,Enhanced Factored Three-Way Restricted Boltzmann Machines for Speech Detection,"Pengfei Sun, Jun Qin",http://arxiv.org/pdf/1611.00326v2,No journal ref found,none,cs.SD,Summary8763,1611.00328v2,2016-11-01T18:40:23Z,The $χ$-Divergence for Approximate Inference,"Adji B. Dieng, Dustin Tran, Rajesh Ranganath, John Paisley, David M. Blei",http://arxiv.org/pdf/1611.00328v2,No journal ref found,none,stat.ML,Summary8764,1611.00336v2,2016-11-01T19:04:47Z,Stochastic Variational Deep Kernel Learning,"Andrew Gordon Wilson, Zhiting Hu, Ruslan Salakhutdinov, Eric P. Xing",http://arxiv.org/pdf/1611.00336v2,No journal ref found,none,stat.ML,Summary8765,1611.00350v1,2016-11-01T19:46:01Z,Computationally Efficient Influence Maximization in Stochastic and Adversarial Models: Algorithms and Analysis,"Justin Khim, Varun Jog, Po-Ling Loh",http://arxiv.org/pdf/1611.00350v1,No journal ref found,none,cs.SI,Summary8766,1611.00938v2,2016-11-03T10:08:22Z,Fast Eigenspace Approximation using Random Signals,"Johan Paratte, Lionel Martin",http://arxiv.org/pdf/1611.00938v2,No journal ref found,none,cs.DS,Summary8767,1611.00962v1,2016-11-03T11:40:59Z,Multitask Protein Function Prediction Through Task Dissimilarity,"Marco Frasca, Nicolò Cesa Bianchi",http://arxiv.org/pdf/1611.00962v1,No journal ref found,none,stat.ML,Summary8768,1611.01170v1,2016-11-03T20:04:29Z,PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers,"Wei Xie, Yang Wang, Steven M. Boker, Donald E. Brown",http://arxiv.org/pdf/1611.01170v1,No journal ref found,none,cs.LG,Summary8769,1611.01353v3,2016-11-04T12:46:37Z,Information Dropout: Learning Optimal Representations Through Noisy Computation,"Alessandro Achille, Stefano Soatto",http://arxiv.org/pdf/1611.01353v3,No journal ref found,none,stat.ML,Summary8770,1611.01456v1,2016-11-04T17:16:17Z,Learning heat diffusion graphs,"Dorina Thanou, Xiaowen Dong, Daniel Kressner, Pascal Frossard",http://arxiv.org/pdf/1611.01456v1,No journal ref found,none,cs.LG,Summary8771,1611.02101v1,2016-11-07T15:19:54Z,Distributed Coordinate Descent for Generalized Linear Models with Regularization,"Ilya Trofimov, Alexander Genkin",http://arxiv.org/pdf/1611.02101v1,No journal ref found,none,stat.ML,Summary8772,1611.02305v1,2016-11-07T21:28:40Z,Learning Influence Functions from Incomplete Observations,"Xinran He, Ke Xu, David Kempe, Yan Liu",http://arxiv.org/pdf/1611.02305v1,No journal ref found,none,cs.SI,Summary8773,1611.03819v1,2016-11-11T19:13:37Z,Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates,"Yuanzhi Li, Yingyu Liang, Andrej Risteski",http://arxiv.org/pdf/1611.03819v1,No journal ref found,none,cs.LG,Summary8774,1611.03969v1,2016-11-12T08:18:38Z,An Introduction to MM Algorithms for Machine Learning and Statistical,Hien D. Nguyen,http://arxiv.org/pdf/1611.03969v1,No journal ref found,none,stat.CO,Summary8775,1611.03993v2,2016-11-12T11:58:17Z,Riemannian Tensor Completion with Side Information,"Tengfei Zhou, Hui Qian, Zebang Shen, Congfu Xu",http://arxiv.org/pdf/1611.03993v2,No journal ref found,none,stat.ML,Summary8776,1611.04416v1,2016-11-14T15:21:23Z,On numerical approximation schemes for expectation propagation,Alexis Roche,http://arxiv.org/pdf/1611.04416v1,No journal ref found,none,stat.CO,Summary8777,1611.04528v1,2016-11-14T19:15:57Z,Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines,"Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabian Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash",http://arxiv.org/pdf/1611.04528v1,No journal ref found,none,quant-ph,Summary8778,1611.04831v1,2016-11-15T13:56:24Z,The Power of Normalization: Faster Evasion of Saddle Points,Kfir Y. Levy,http://arxiv.org/pdf/1611.04831v1,No journal ref found,none,cs.LG,Summary8779,1611.04982v1,2016-11-15T18:41:55Z,Oracle Complexity of Second-Order Methods for Finite-Sum Problems,"Yossi Arjevani, Ohad Shamir",http://arxiv.org/pdf/1611.04982v1,No journal ref found,none,math.OC,Summary8780,1611.05487v2,2016-11-16T22:32:50Z,Algebraic multigrid support vector machines,"Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, Andre Luckow, Talayeh Razzaghi, Ilya Safro",http://arxiv.org/pdf/1611.05487v2,No journal ref found,none,stat.ML,Summary8781,1611.05780v1,2016-11-17T16:55:12Z,Gap Safe screening rules for sparsity enforcing penalties,"Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon",http://arxiv.org/pdf/1611.05780v1,No journal ref found,none,stat.ML,Summary8782,1611.05977v1,2016-11-18T05:07:21Z,Robust and Scalable Column/Row Sampling from Corrupted Big Data,"Mostafa Rahmani, George Atia",http://arxiv.org/pdf/1611.05977v1,No journal ref found,none,cs.LG,Summary8783,1611.06213v1,2016-11-18T20:06:27Z,GaDei: On Scale-up Training As A Service For Deep Learning,"Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou",http://arxiv.org/pdf/1611.06213v1,No journal ref found,none,stat.ML,Summary8784,1611.06265v1,2016-11-18T22:33:05Z,Deep Clustering and Conventional Networks for Music Separation: Stronger Together,"Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani",http://arxiv.org/pdf/1611.06265v1,No journal ref found,none,stat.ML,Summary8785,1611.06585v2,2016-11-20T20:25:39Z,Variational Boosting: Iteratively Refining Posterior Approximations,"Andrew C. Miller, Nicholas Foti, Ryan P. Adams",http://arxiv.org/pdf/1611.06585v2,No journal ref found,none,stat.ML,Summary8786,1611.06684v1,2016-11-21T08:57:58Z,Probabilistic Duality for Parallel Gibbs Sampling without Graph Coloring,"Lars Mescheder, Sebastian Nowozin, Andreas Geiger",http://arxiv.org/pdf/1611.06684v1,No journal ref found,none,cs.LG,Summary8787,1611.06759v2,2016-11-21T12:46:25Z,Emergence of Compositional Representations in Restricted Boltzmann Machines,"Jérôme Tubiana, Rémi Monasson",http://arxiv.org/pdf/1611.06759v2,No journal ref found,none,physics.data-an,Summary8788,1611.06972v2,2016-11-21T19:47:08Z,Measuring Sample Quality with Diffusions,"Jack Gorham, Andrew B. Duncan, Sebastian J. Vollmer, Lester Mackey",http://arxiv.org/pdf/1611.06972v2,No journal ref found,none,stat.ML,Summary8789,1611.07056v1,2016-11-21T21:13:00Z,The Recycling Gibbs Sampler for Efficient Learning,"Luca Martino, Victor Elvira, Gustau Camps-Valls",http://arxiv.org/pdf/1611.07056v1,No journal ref found,none,stat.CO,Summary8790,1611.07588v2,2016-11-23T00:11:41Z,A Neural Network Model to Classify Liver Cancer Patients Using Data Expansion and Compression,"Ashkan Zeinalzadeh, Tom Wenska, Gordon Okimoto",http://arxiv.org/pdf/1611.07588v2,No journal ref found,none,stat.ML,Summary8791,1611.08024v1,2016-11-23T22:36:58Z,EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces,"Vernon J. Lawhern, Amelia J. Solon, Nicholas R. Waytowich, Stephen M. Gordon, Chou P. Hung, Brent J. Lance",http://arxiv.org/pdf/1611.08024v1,No journal ref found,none,cs.LG,Summary8792,1611.08372v1,2016-11-25T08:03:31Z,A Unified Convex Surrogate for the Schatten-$p$ Norm,"Chen Xu, Zhouchen Lin, Hongbin Zha",http://arxiv.org/pdf/1611.08372v1,No journal ref found,none,stat.ML,Summary8793,1611.08648v1,2016-11-26T01:47:00Z,Patient-Driven Privacy Control through Generalized Distillation,"Z. Berkay Celik, David Lopez-Paz, Patrick McDaniel",http://arxiv.org/pdf/1611.08648v1,No journal ref found,none,cs.CR,Summary8794,1611.08699v1,2016-11-26T11:14:22Z,Machine Learning on Human Connectome Data from MRI,"Colin J Brown, Ghassan Hamarneh",http://arxiv.org/pdf/1611.08699v1,No journal ref found,none,cs.LG,Summary8795,1611.09621v1,2016-11-29T13:27:18Z,Associative Memory using Dictionary Learning and Expander Decoding,"Arya Mazumdar, Ankit Singh Rawat",http://arxiv.org/pdf/1611.09621v1,No journal ref found,none,stat.ML,Summary8796,1611.09827v1,2016-11-29T20:26:00Z,Learning Features of Music from Scratch,"John Thickstun, Zaid Harchaoui, Sham Kakade",http://arxiv.org/pdf/1611.09827v1,No journal ref found,none,stat.ML,Summary8797,1611.10041v1,2016-11-30T08:10:58Z,Subsampled online matrix factorization with convergence guarantees,"Arthur Mensch, Julien Mairal, Gaël Varoquaux, Bertrand Thirion",http://arxiv.org/pdf/1611.10041v1,"9th NIPS Workshop on Optimization for Machine Learning, Dec 2016, Barcelone, Spain",none,math.OC,Summary8798,1611.10258v1,2016-11-30T16:42:23Z,Reliably Learning the ReLU in Polynomial Time,"Surbhi Goel, Varun Kanade, Adam Klivans, Justin Thaler",http://arxiv.org/pdf/1611.10258v1,No journal ref found,none,cs.LG,Summary8799,1611.10305v1,2016-11-30T18:46:55Z,Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models,"Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney",http://arxiv.org/pdf/1611.10305v1,No journal ref found,none,cs.SI,Summary8800,1612.00151v1,2016-12-01T05:24:36Z,A New Method for Classification of Datasets for Data Mining,"Singh Vijendra, Hemjyotsana Parashar, Nisha Vasudeva",http://arxiv.org/pdf/1612.00151v1,No journal ref found,none,cs.LG,Summary8801,1612.00193v1,2016-12-01T10:23:59Z,Learning Potential Energy Landscapes using Graph Kernels,"G. Ferré, T. Haut, K. Barros",http://arxiv.org/pdf/1612.00193v1,No journal ref found,none,physics.comp-ph,Summary8802,1612.00388v1,2016-12-01T19:21:22Z,Diet2Vec: Multi-scale analysis of massive dietary data,"Wesley Tansey, Edward W. Lowe Jr., James G. Scott",http://arxiv.org/pdf/1612.00388v1,No journal ref found,none,stat.ML,Summary8803,1612.00525v2,2016-12-02T00:41:11Z,A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction,"Turki Turki, Zhi Wei",http://arxiv.org/pdf/1612.00525v2,No journal ref found,none,cs.LG,Summary8804,1612.00585v1,2016-12-02T07:56:23Z,"Development of a hybrid learning system based on SVM, ANFIS and domain knowledge: DKFIS","Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani",http://arxiv.org/pdf/1612.00585v1,No journal ref found,none,cs.LG,Summary8805,1612.00804v1,2016-12-02T19:32:55Z,Restricted Strong Convexity Implies Weak Submodularity,"Ethan R. Elenberg, Rajiv Khanna, Alexandros G. Dimakis, Sahand Negahban",http://arxiv.org/pdf/1612.00804v1,No journal ref found,none,stat.ML,Summary8806,1612.00840v1,2016-12-02T07:55:16Z,A novel multiclassSVM based framework to classify lithology from well logs: a real-world application,"Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani",http://arxiv.org/pdf/1612.00840v1,No journal ref found,none,cs.LG,Summary8807,1612.00984v1,2016-12-03T16:42:59Z,Estimating latent feature-feature interactions in large feature-rich graphs,"Corrado Monti, Paolo Boldi",http://arxiv.org/pdf/1612.00984v1,No journal ref found,none,cs.SI,Summary8808,1612.01030v1,2016-12-03T22:52:44Z,Large scale modeling of antimicrobial resistance with interpretable classifiers,"Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette",http://arxiv.org/pdf/1612.01030v1,No journal ref found,none,q-bio.GN,Summary8809,1612.01055v1,2016-12-04T03:20:54Z,Modeling trajectories of mental health: challenges and opportunities,"Lauren Erdman, Ekansh Sharma, Eva Unternahrer, Shantala Hari Dass, Kieran ODonnell, Sara Mostafavi, Rachel Edgar, Michael Kobor, Helene Gaudreau, Michael Meaney, Anna Goldenberg",http://arxiv.org/pdf/1612.01055v1,No journal ref found,none,stat.ML,Summary8810,1612.01103v1,2016-12-04T11:38:06Z,Robust nonparametric nearest neighbor random process clustering,"Michael Tschannen, Helmut Bölcskei",http://arxiv.org/pdf/1612.01103v1,No journal ref found,none,cs.LG,Summary8811,1612.01316v1,2016-12-05T11:44:32Z,Ranking Biomarkers Through Mutual Information,"Konstantinos Sechidis, Emily Turner, Paul D. Metcalfe, James Weatherall, Gavin Brown",http://arxiv.org/pdf/1612.01316v1,No journal ref found,none,stat.ML,Summary8812,1612.01349v1,2016-12-02T07:54:23Z,A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset,"Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani",http://arxiv.org/pdf/1612.01349v1,No journal ref found,none,cs.LG,Summary8813,1612.01943v1,2016-12-06T18:37:30Z,Segmental Convolutional Neural Networks for Detection of Cardiac Abnormality With Noisy Heart Sound Recordings,"Yuhao Zhang, Sandeep Ayyar, Long-Huei Chen, Ethan J. Li",http://arxiv.org/pdf/1612.01943v1,No journal ref found,none,cs.SD,Summary8814,1612.02099v1,2016-12-07T02:35:54Z,Statistical and Computational Guarantees of Lloyds Algorithm and its Variants,"Yu Lu, Harrison H. Zhou",http://arxiv.org/pdf/1612.02099v1,No journal ref found,none,math.ST,Summary8815,1612.02334v1,2016-12-07T17:18:10Z,Robust Low-Complexity Randomized Methods for Locating Outliers in Large Matrices,"Xingguo Li, Jarvis Haupt",http://arxiv.org/pdf/1612.02334v1,No journal ref found,none,cs.IT,Summary8816,1612.02666v1,2016-12-05T20:25:29Z,Evaluating the Performance of ANN Prediction System at Shanghai Stock Market in the Period 21-Sep-2016 to 11-Oct-2016,Barack Wamkaya Wanjawa,http://arxiv.org/pdf/1612.02666v1,No journal ref found,none,q-fin.ST,Summary8817,1612.02696v1,2016-12-08T15:25:35Z,A note on the triangle inequality for the Jaccard distance,Sven Kosub,http://arxiv.org/pdf/1612.02696v1,No journal ref found,none,cs.DM,Summary8818,1612.02707v2,2016-12-08T16:10:08Z,CrowdMI: Multiple Imputation via Crowdsourcing,Lovedeep Gondara,http://arxiv.org/pdf/1612.02707v2,No journal ref found,none,cs.LG,Summary8819,1612.02712v2,2016-12-08T16:15:57Z,Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks,"Nan Du, Yingyu Liang, Maria-Florina Balcan, Manuel Gomez-Rodriguez, Hongyuan Zha, Le Song",http://arxiv.org/pdf/1612.02712v2,No journal ref found,none,cs.SI,Summary8820,1612.02751v1,2016-12-08T18:18:29Z,Protein-Ligand Scoring with Convolutional Neural Networks,"Matthew Ragoza, Joshua Hochuli, Elisa Idrobo, Jocelyn Sunseri, David Ryan Koes",http://arxiv.org/pdf/1612.02751v1,No journal ref found,none,stat.ML,Summary8821,1612.02803v2,2016-12-08T20:36:30Z,The Physical Systems Behind Optimization Algorithms,"Lin F. Yang, R. Arora, V. Braverman, Tuo Zhao",http://arxiv.org/pdf/1612.02803v2,No journal ref found,none,cs.LG,Summary8822,1612.02965v2,2016-12-09T10:22:58Z,BaTFLED: Bayesian Tensor Factorization Linked to External Data,"Nathan H Lazar, Mehmet Gönen, Kemal Sönmez",http://arxiv.org/pdf/1612.02965v2,No journal ref found,none,stat.ML,Summary8823,1612.03132v1,2016-12-09T19:08:11Z,Phase transitions in Restricted Boltzmann Machines with generic priors,"Adriano Barra, Giuseppe Genovese, Peter Sollich, Daniele Tantari",http://arxiv.org/pdf/1612.03132v1,No journal ref found,none,cond-mat.dis-nn,Summary8824,1612.03186v1,2016-12-09T21:40:40Z,Low-Rank Inducing Norms with Optimality Interpretations,"Christian Grussler, Pontus Giselsson",http://arxiv.org/pdf/1612.03186v1,No journal ref found,none,math.OC,Summary8825,1612.03225v1,2016-12-10T00:05:37Z,Optimal Generalized Decision Trees via Integer Programming,"Matt Menickelly, Oktay Gunluk, Jayant Kalagnanam, Katya Scheinberg",http://arxiv.org/pdf/1612.03225v1,No journal ref found,none,cs.LG,Summary8826,1612.03350v1,2016-12-10T22:26:30Z,Non-negative Factorization of the Occurrence Tensor from Financial Contracts,"Zheng Xu, Furong Huang, Louiqa Raschid, Tom Goldstein",http://arxiv.org/pdf/1612.03350v1,No journal ref found,none,cs.CE,Summary8827,1612.03450v1,2016-12-11T18:33:31Z,Noisy subspace clustering via matching pursuits,"Michael Tschannen, Helmut Bölcskei",http://arxiv.org/pdf/1612.03450v1,No journal ref found,none,cs.LG,Summary8828,1612.04340v1,2016-12-13T20:19:42Z,End-to-End Deep Reinforcement Learning for Lane Keeping Assist,"Ahmad El Sallab, Mohammed Abdou, Etienne Perot, Senthil Yogamani",http://arxiv.org/pdf/1612.04340v1,No journal ref found,none,stat.ML,Summary8829,1612.04831v1,2016-12-14T21:00:11Z,Uncovering the Dynamics of Crowdlearning and the Value of Knowledge,"Utkarsh Upadhyay, Isabel Valera, Manuel Gomez-Rodriguez",http://arxiv.org/pdf/1612.04831v1,No journal ref found,none,cs.SI,Summary8830,1612.04898v1,2016-12-15T01:00:23Z,Efficient Distributed Semi-Supervised Learning using Stochastic Regularization over Affinity Graphs,"Sunil Thulasidasan, Jeffrey Bilmes, Garrett Kenyon",http://arxiv.org/pdf/1612.04898v1,No journal ref found,none,stat.ML,Summary8831,1612.05001v1,2016-12-15T10:15:57Z,Graph-based semi-supervised learning for relational networks,Leto Peel,http://arxiv.org/pdf/1612.05001v1,No journal ref found,none,cs.SI,Summary8832,1612.05024v1,2016-12-15T11:30:40Z,Optimal structure and parameter learning of Ising models,"Andrey Y. Lokhov, Marc Vuffray, Sidhant Misra, Michael Chertkov",http://arxiv.org/pdf/1612.05024v1,No journal ref found,none,cond-mat.stat-mech,Summary8833,1612.05356v2,2016-12-16T03:54:30Z,Projected Semi-Stochastic Gradient Descent Method with Mini-Batch Scheme under Weak Strong Convexity Assumption,"Jie Liu, Martin Takac",http://arxiv.org/pdf/1612.05356v2,No journal ref found,none,cs.LG,Summary8834,1612.05708v1,2016-12-17T05:26:46Z,Mutual information for fitting deep nonlinear models,"Jacob S. Hunter, Nathan O. Hodas",http://arxiv.org/pdf/1612.05708v1,No journal ref found,none,math.OC,Summary8835,1612.06299v1,2016-12-19T18:12:20Z,Simple Black-Box Adversarial Perturbations for Deep Networks,"Nina Narodytska, Shiva Prasad Kasiviswanathan",http://arxiv.org/pdf/1612.06299v1,No journal ref found,none,cs.LG,Summary8836,1612.06669v1,2016-12-20T14:12:58Z,Enhancing Observability in Distribution Grids using Smart Meter Data,"Siddharth Bhela, Vassilis Kekatos, Sriharsha Veeramachaneni",http://arxiv.org/pdf/1612.06669v1,No journal ref found,none,math.OC,Summary8837,1612.06879v1,2016-12-09T19:25:27Z,Robust mixture of experts modeling using the skew $t$ distribution,Faicel Chamroukhi,http://arxiv.org/pdf/1612.06879v1,No journal ref found,none,stat.ME,Summary8838,1612.07222v1,2016-12-21T16:24:27Z,Bayesian Decision Process for Cost-Efficient Dynamic Ranking via Crowdsourcing,"Xi Chen, Kevin Jiao, Qihang Lin",http://arxiv.org/pdf/1612.07222v1,Journal of Machine Learning Research 17 (2016) 1-40,none,stat.ML,Summary8839,1612.07401v2,2016-12-22T00:29:25Z,Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design,"Ruijin Cang, Yaopengxiao Xu, Shaohua Chen, Yongming Liu, Yang Jiao, Max Yi Ren",http://arxiv.org/pdf/1612.07401v2,No journal ref found,none,cond-mat.mtrl-sci,Summary8840,1612.07523v1,2016-12-22T10:14:59Z,Robustness of Voice Conversion Techniques Under Mismatched Conditions,"Monisankha Pal, Dipjyoti Paul, Md Sahidullah, Goutam Saha",http://arxiv.org/pdf/1612.07523v1,No journal ref found,none,cs.SD,Summary8841,1612.08392v1,2016-12-26T14:37:57Z,Multi-Region Neural Representation: A novel model for decoding visual stimuli in human brains,"Muhammad Yousefnezhad, Daoqiang Zhang",http://arxiv.org/pdf/1612.08392v1,No journal ref found,none,stat.ML,Summary8842,1612.08795v1,2016-12-28T03:35:59Z,Provable learning of Noisy-or Networks,"Sanjeev Arora, Rong Ge, Tengyu Ma, Andrej Risteski",http://arxiv.org/pdf/1612.08795v1,No journal ref found,none,cs.LG,Summary8843,1612.09034v3,2016-12-29T04:25:28Z,Geometric descent method for convex composite minimization,"Shixiang Chen, Shiqian Ma",http://arxiv.org/pdf/1612.09034v3,No journal ref found,none,math.OC,Summary8844,1612.09158v1,2016-12-29T14:32:51Z,The interplay between system identification and machine learning,Gianluigi Pillonetto,http://arxiv.org/pdf/1612.09158v1,No journal ref found,none,cs.SY,Summary8845,1612.09296v2,2016-12-29T20:57:19Z,"Symmetry, Saddle Points, and Global Geometry of Nonconvex Matrix Factorization","Xingguo Li, Zhaoran Wang, Junwei Lu, Raman Arora, Jarvis Haupt, Han Liu, Tuo Zhao",http://arxiv.org/pdf/1612.09296v2,No journal ref found,none,cs.LG,Summary8846,1612.09596v1,2016-12-30T20:56:41Z,Counterfactual Prediction with Deep Instrumental Variables Networks,"Jason Hartford, Greg Lewis, Kevin Leyton-Brown, Matt Taddy",http://arxiv.org/pdf/1612.09596v1,No journal ref found,none,stat.AP,Summary8847,1701.00573v2,2017-01-03T03:31:03Z,Robust method for finding sparse solutions to linear inverse problems using an L2 regularization,Gonzalo H Otazu,http://arxiv.org/pdf/1701.00573v2,No journal ref found,none,cs.NA,Summary8848,1701.00757v1,2017-01-03T17:42:34Z,Clustering Signed Networks with the Geometric Mean of Laplacians,"Pedro Mercado, Francesco Tudisco, Matthias Hein",http://arxiv.org/pdf/1701.00757v1,"Advances in Neural Information Processing Systems 29, pp.4421--4429, 2016",none,stat.ML,Summary8849,1701.01325v1,2017-01-05T14:14:52Z,Outlier Detection for Text Data : An Extended Version,"Ramakrishnan Kannan, Hyenkyun Woo, Charu C. Aggarwal, Haesun Park",http://arxiv.org/pdf/1701.01325v1,No journal ref found,none,cs.IR,Summary8850,1701.01394v1,2017-01-05T17:31:16Z,Signed Laplacian for spectral clustering revisited,Andrew V. Knyazev,http://arxiv.org/pdf/1701.01394v1,No journal ref found,none,cs.DS,Summary8851,1701.01722v1,2017-01-06T18:43:53Z,Follow the Compressed Leader: Faster Algorithms for Matrix Multiplicative Weight Updates,"Zeyuan Allen-Zhu, Yuanzhi Li",http://arxiv.org/pdf/1701.01722v1,No journal ref found,none,cs.LG,Summary8852,1701.02133v1,2017-01-09T11:06:39Z,Deep driven fMRI decoding of visual categories,"Michele Svanera, Sergio Benini, Gal Raz, Talma Hendler, Rainer Goebel, Giancarlo Valente",http://arxiv.org/pdf/1701.02133v1,No journal ref found,none,stat.ML,Summary8853,1701.02440v1,2017-01-10T05:14:22Z,Machine Learning of Linear Differential Equations using Gaussian Processes,"Maziar Raissi, George Em. Karniadakis",http://arxiv.org/pdf/1701.02440v1,No journal ref found,none,cs.LG,Summary8854,1701.02789v1,2017-01-10T21:26:03Z,Causal Best Intervention Identification via Importance Sampling,"Rajat Sen, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai",http://arxiv.org/pdf/1701.02789v1,No journal ref found,none,stat.ML,Summary8855,1701.03449v1,2017-01-12T18:36:47Z,Manifold Alignment Determination: finding correspondences across different data views,"Andreas Damianou, Neil D. Lawrence, Carl Henrik Ek",http://arxiv.org/pdf/1701.03449v1,No journal ref found,none,stat.ML,Summary8856,1701.03537v1,2017-01-13T01:08:35Z,Perishability of Data: Dynamic Pricing under Varying-Coefficient Models,Adel Javanmard,http://arxiv.org/pdf/1701.03537v1,No journal ref found,none,cs.GT,Summary8857,1701.03619v1,2017-01-13T10:45:01Z,Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment,"Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu",http://arxiv.org/pdf/1701.03619v1,No journal ref found,none,stat.ML,Summary8858,1701.03974v2,2017-01-14T23:28:21Z,An Online Convex Optimization Approach to Dynamic Network Resource Allocation,"Tianyi Chen, Qing Ling, Georgios B. Giannakis",http://arxiv.org/pdf/1701.03974v2,No journal ref found,none,cs.SY,Summary8859,1701.04503v1,2017-01-17T01:15:14Z,Deep Learning for Computational Chemistry,"Garrett B. Goh, Nathan O. Hodas, Abhinav Vishnu",http://arxiv.org/pdf/1701.04503v1,No journal ref found,none,stat.ML,Summary8860,1701.05228v1,2017-01-18T20:45:57Z,Recommendation under Capacity Constraints,"Konstantina Christakopoulou, Jaya Kawale, Arindam Banerjee",http://arxiv.org/pdf/1701.05228v1,No journal ref found,none,stat.ML,Summary8861,1701.05363v1,2017-01-19T10:35:01Z,Stochastic Subsampling for Factorizing Huge Matrices,"Arthur Mensch, Julien Mairal, Bertrand Thirion, Gael Varoquaux",http://arxiv.org/pdf/1701.05363v1,No journal ref found,none,stat.ML,Summary8862,1701.05512v1,2017-01-19T17:07:21Z,Fisher consistency for prior probability shift,Dirk Tasche,http://arxiv.org/pdf/1701.05512v1,No journal ref found,none,stat.ML,Summary8863,1701.05804v1,2017-01-20T14:33:45Z,Detectability thresholds in networks with dynamic link and community structure,"Paolo Barucca, Fabrizio Lillo, Piero Mazzarisi, Daniele Tantari",http://arxiv.org/pdf/1701.05804v1,No journal ref found,none,cs.SI,Summary8864,1701.05954v1,2017-01-21T00:11:06Z,Learning Policies for Markov Decision Processes from Data,"Manjesh K. Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis",http://arxiv.org/pdf/1701.05954v1,No journal ref found,none,math.OC,Summary8865,1701.06120v1,2017-01-22T04:20:52Z,Effective and Extensible Feature Extraction Method Using Genetic Algorithm-Based Frequency-Domain Feature Search for Epileptic EEG Multi-classification,"Tingxi Wen, Zhongnan Zhang",http://arxiv.org/pdf/1701.06120v1,No journal ref found,none,cs.LG,Summary8866,1701.06225v1,2017-01-22T22:16:46Z,Predicting Demographics of High-Resolution Geographies with Geotagged Tweets,"Omar Montasser, Daniel Kifer",http://arxiv.org/pdf/1701.06225v1,No journal ref found,none,cs.LG,Summary8867,1701.07429v1,2016-12-09T14:42:40Z,Robust mixture of experts modeling using the $t$ distribution,Faicel Chamroukhi,http://arxiv.org/pdf/1701.07429v1,Neural Networks 79: 20-36 (2016),none,stat.ME,Summary8868,1701.07483v1,2017-01-25T20:47:40Z,A Model-based Projection Technique for Segmenting Customers,"Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman",http://arxiv.org/pdf/1701.07483v1,No journal ref found,none,stat.ME,Summary8869,1701.07681v1,2017-01-26T13:09:48Z,Fast and Accurate Time Series Classification with WEASEL,"Patrick Schäfer, Ulf Leser",http://arxiv.org/pdf/1701.07681v1,No journal ref found,none,cs.DS,Summary8870,1701.07895v1,2017-01-26T22:43:20Z,Information Theoretic Limits for Linear Prediction with Graph-Structured Sparsity,"Adarsh Barik, Jean Honorio, Mohit Tawarmalani",http://arxiv.org/pdf/1701.07895v1,No journal ref found,none,cs.LG,Summary8871,1701.08055v1,2017-01-27T14:01:53Z,Modelling Competitive Sports: Bradley-Terry-Élő Models for Supervised and On-Line Learning of Paired Competition Outcomes,"Franz J. Király, Zhaozhi Qian",http://arxiv.org/pdf/1701.08055v1,No journal ref found,none,stat.ML,Summary8872,1701.08318v1,2017-01-28T19:33:59Z,Deep Recurrent Neural Network for Protein Function Prediction from Sequence,Xueliang Liu,http://arxiv.org/pdf/1701.08318v1,No journal ref found,none,q-bio.QM,Summary8873,1701.08757v1,2017-01-27T20:45:31Z,Bayesian Learning of Consumer Preferences for Residential Demand Response,"Mikhail V. Goubko, Sergey O. Kuznetsov, Alexey A. Neznanov, Dmitry I. Ignatov",http://arxiv.org/pdf/1701.08757v1,"IFAC-PapersOnLine, 49(32), 2016, p. 24-29, ISSN 2405-8963",none,cs.LG,Summary8874,1702.00001v1,2017-01-31T07:45:32Z,Learning the distribution with largest mean: two bandit frameworks,"Emilie Kaufmann, Aurélien Garivier",http://arxiv.org/pdf/1702.00001v1,No journal ref found,none,cs.LG,Summary8875,1702.00027v1,2017-01-31T19:25:44Z,Representation of big data by dimension reduction,"A. G. Ramm, C. Van",http://arxiv.org/pdf/1702.00027v1,No journal ref found,none,cs.IT,Summary8876,1702.00317v2,2017-02-01T15:33:01Z,On SGDs Failure in Practice: Characterizing and Overcoming Stalling,Vivak Patel,http://arxiv.org/pdf/1702.00317v2,No journal ref found,none,stat.ML,Summary8877,1702.00403v1,2017-02-01T19:00:02Z,Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit,"Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam",http://arxiv.org/pdf/1702.00403v1,No journal ref found,none,astro-ph.IM,Summary8878,1702.00763v2,2017-02-02T17:45:09Z,Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter,Zeyuan Allen-Zhu,http://arxiv.org/pdf/1702.00763v2,No journal ref found,none,math.OC,Summary8879,1702.01717v1,2017-02-06T17:27:12Z,Search Intelligence: Deep Learning For Dominant Category Prediction,"Zeeshan Khawar Malik, Mo Kobrosli, Peter Maas",http://arxiv.org/pdf/1702.01717v1,No journal ref found,none,cs.IR,Summary8880,1702.02215v1,2017-01-31T23:26:06Z,Integration of Machine Learning Techniques to Evaluate Dynamic Customer Segmentation Analysis for Mobile Customers,"Cormac Dullaghan, Eleni Rozaki",http://arxiv.org/pdf/1702.02215v1,"International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.7, No.1, January 2017",none,cs.CY,Summary8881,1702.02267v1,2017-02-08T03:52:40Z,Matrix Completion from $O(n)$ Samples in Linear Time,"David Gamarnik, Quan Li, Hongyi Zhang",http://arxiv.org/pdf/1702.02267v1,No journal ref found,none,stat.ML,Summary8882,1702.02284v1,2017-02-08T04:33:55Z,Adversarial Attacks on Neural Network Policies,"Sandy Huang, Nicolas Papernot, Ian Goodfellow, Yan Duan, Pieter Abbeel",http://arxiv.org/pdf/1702.02284v1,No journal ref found,none,cs.LG,Summary8883,1702.02661v1,2017-02-09T00:17:39Z,Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier,"U. N. Niranjan, Arun Rajkumar",http://arxiv.org/pdf/1702.02661v1,No journal ref found,none,cs.LG,Summary8884,1702.02686v1,2017-02-09T03:10:13Z,Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates,"Yining Wang, Jialei Wang, Sivaraman Balakrishnan, Aarti Singh",http://arxiv.org/pdf/1702.02686v1,No journal ref found,none,stat.ML,Summary8885,1702.02896v1,2017-02-09T17:03:01Z,Efficient Policy Learning,"Susan Athey, Stefan Wager",http://arxiv.org/pdf/1702.02896v1,No journal ref found,none,math.ST,Summary8886,1702.02982v1,2017-02-09T21:01:52Z,Fixing an error in Caponnetto and de Vito (2007),Dougal J. Sutherland,http://arxiv.org/pdf/1702.02982v1,No journal ref found,none,stat.ML,Summary8887,1702.03605v1,2017-02-13T01:31:46Z,Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection,"Lijie Chen, Jian Li, Mingda Qiao",http://arxiv.org/pdf/1702.03605v1,No journal ref found,none,cs.LG,Summary8888,1702.03849v2,2017-02-13T16:11:38Z,Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis,"Maxim Raginsky, Alexander Rakhlin, Matus Telgarsky",http://arxiv.org/pdf/1702.03849v2,No journal ref found,none,cs.LG,Summary8889,1702.04077v2,2017-02-14T04:30:03Z,Mutual Kernel Matrix Completion,"Tsuyoshi Kato, Rachelle Rivero",http://arxiv.org/pdf/1702.04077v2,No journal ref found,none,cs.LG,Summary8890,1702.04126v1,2017-02-14T09:23:18Z,Gaussian-Dirichlet Posterior Dominance in Sequential Learning,"Ian Osband, Benjamin Van Roy",http://arxiv.org/pdf/1702.04126v1,No journal ref found,none,stat.ML,Summary8891,1702.04837v2,2017-02-16T02:01:26Z,"Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging","Shusen Wang, Alex Gittens, Michael W. Mahoney",http://arxiv.org/pdf/1702.04837v2,No journal ref found,none,stat.ML,Summary8892,1702.05148v1,2017-02-16T20:37:47Z,Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies,"Elizabeth Hou, Kumar Sricharan, Alfred O. Hero",http://arxiv.org/pdf/1702.05148v1,No journal ref found,none,stat.ML,Summary8893,1702.05181v1,2017-02-16T23:08:50Z,RIPML: A Restricted Isometry Property based Approach to Multilabel Learning,"Akshay Soni, Yashar Mehdad",http://arxiv.org/pdf/1702.05181v1,No journal ref found,none,cs.IR,Summary8894,1702.05184v1,2017-02-16T23:28:35Z,Completing a joint PMF from projections: a low-rank coupled tensor factorization approach,"Nikos Kargas, Nicholas D. Sidiropoulos",http://arxiv.org/pdf/1702.05184v1,No journal ref found,none,cs.LG,Summary8895,1702.05471v2,2017-02-17T18:43:58Z,Maximally Correlated Principal Component Analysis,"Soheil Feizi, David Tse",http://arxiv.org/pdf/1702.05471v2,No journal ref found,none,stat.ML,Summary8896,1702.05536v1,2017-02-17T22:39:37Z,Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits,"Zifan Li, Ambuj Tewari",http://arxiv.org/pdf/1702.05536v1,No journal ref found,none,cs.LG,Summary8897,1702.05575v1,2017-02-18T06:33:55Z,A Hitting Time Analysis of Stochastic Gradient Langevin Dynamics,"Yuchen Zhang, Percy Liang, Moses Charikar",http://arxiv.org/pdf/1702.05575v1,No journal ref found,none,cs.LG,Summary8898,1702.05594v1,2017-02-18T10:39:23Z,Riemannian stochastic variance reduced gradient,"Hiroyuki Sato, Hiroyuki Kasai, Bamdev Mishra",http://arxiv.org/pdf/1702.05594v1,No journal ref found,none,cs.LG,Summary8899,1702.05882v1,2017-02-20T07:29:37Z,Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors,"Adriano Barra, Giuseppe Genovese, Daniele Tantari, Peter Sollich",http://arxiv.org/pdf/1702.05882v1,No journal ref found,none,cond-mat.dis-nn,Summary8900,1702.06280v1,2017-02-21T07:03:11Z,On the (Statistical) Detection of Adversarial Examples,"Kathrin Grosse, Praveen Manoharan, Nicolas Papernot, Michael Backes, Patrick McDaniel",http://arxiv.org/pdf/1702.06280v1,No journal ref found,none,cs.CR,Summary8901,1702.06341v1,2017-02-21T11:56:33Z,Fast rates for online learning in Linearly Solvable Markov Decision Processes,"Gergely Neu, Vicenç Gómez",http://arxiv.org/pdf/1702.06341v1,No journal ref found,none,cs.LG,Summary8902,1702.06760v1,2017-02-22T11:37:49Z,Memory Matching Networks for Genomic Sequence Classification,"Jack Lanchantin, Ritambhara Singh, Yanjun Qi",http://arxiv.org/pdf/1702.06760v1,No journal ref found,none,cs.LG,Summary8903,1702.06819v1,2017-02-22T14:51:48Z,SIGNet: Scalable Embeddings for Signed Networks,"Mohammad Raihanul Islam, B. Aditya Prakash, Naren Ramakrishnan",http://arxiv.org/pdf/1702.06819v1,No journal ref found,none,stat.ML,Summary8904,1702.06861v1,2017-02-22T15:43:15Z,On the Power of Truncated SVD for General High-rank Matrix Estimation Problems,"Simon S. Du, Yining Wang, Aarti Singh",http://arxiv.org/pdf/1702.06861v1,No journal ref found,none,stat.ML,Summary8905,1702.06917v1,2017-02-22T17:55:09Z,Bandit Optimization with Upper-Confidence Frank-Wolfe,"Quentin Berthet, Vianney Perchet",http://arxiv.org/pdf/1702.06917v1,No journal ref found,none,cs.LG,Summary8906,1702.06921v1,2017-02-22T18:06:13Z,Distributed Representation of Subgraphs,"Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash",http://arxiv.org/pdf/1702.06921v1,No journal ref found,none,cs.SI,Summary8907,1702.06943v2,2017-02-22T18:58:25Z,When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding,"Fengan Li, Lingjiao Chen, Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xi Wu",http://arxiv.org/pdf/1702.06943v2,No journal ref found,none,cs.LG,Summary8908,1702.06980v1,2017-02-22T19:36:25Z,On Polynomial Time Methods for Exact Low Rank Tensor Completion,"Dong Xia, Ming Yuan",http://arxiv.org/pdf/1702.06980v1,No journal ref found,none,stat.ML,Summary8909,1702.07013v1,2017-02-22T21:41:05Z,Learning Hawkes Processes from Short Doubly-Censored Event Sequences,"Hongteng Xu, Dixin Luo, Hongyuan Zha",http://arxiv.org/pdf/1702.07013v1,No journal ref found,none,cs.LG,Summary8910,1702.07083v1,2017-02-23T03:34:07Z,Scalable Inference for Nested Chinese Restaurant Process Topic Models,"Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu",http://arxiv.org/pdf/1702.07083v1,No journal ref found,none,stat.ML,Summary8911,1702.07211v1,2017-02-23T13:49:57Z,A minimax and asymptotically optimal algorithm for stochastic bandits,"Pierre Ménard, Aurélien Garivier",http://arxiv.org/pdf/1702.07211v1,No journal ref found,none,stat.ML,Summary8912,1702.07319v1,2017-02-23T18:09:14Z,Learning to Draw Dynamic Agent Goals with Generative Adversarial Networks,"Shariq Iqbal, John Pearson",http://arxiv.org/pdf/1702.07319v1,No journal ref found,none,q-bio.NC,Summary8913,1702.07339v1,2017-02-23T18:52:31Z,A Converse to Banachs Fixed Point Theorem and its CLS Completeness,"Constantinos Daskalakis, Christos Tzamos, Manolis Zampetakis",http://arxiv.org/pdf/1702.07339v1,No journal ref found,none,cs.CC,Summary8914,1702.07464v1,2017-02-24T05:00:37Z,Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning,"Briland Hitaj, Giuseppe Ateniese, Fernando Perez-Cruz",http://arxiv.org/pdf/1702.07464v1,No journal ref found,none,cs.CR,Summary8915,1702.07652v1,2017-02-24T16:32:57Z,Control of Gene Regulatory Networks with Noisy Measurements and Uncertain Inputs,"Mahdi Imani, Ulisses Braga-Neto",http://arxiv.org/pdf/1702.07652v1,No journal ref found,none,q-bio.MN,Summary8916,1702.07694v1,2017-02-24T18:28:18Z,Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning,"Stephen N. Pallone, Peter I. Frazier, Shane G. Henderson",http://arxiv.org/pdf/1702.07694v1,No journal ref found,none,stat.ML,Summary8917,1702.07709v1,2017-02-24T18:59:08Z,Computationally Efficient Robust Estimation of Sparse Functionals,"Simon S. Du, Sivaraman Balakrishnan, Aarti Singh",http://arxiv.org/pdf/1702.07709v1,No journal ref found,none,stat.ML,Summary8918,1702.07834v1,2017-02-25T05:11:25Z,Efficient coordinate-wise leading eigenvector computation,"Jialei Wang, Weiran Wang, Dan Garber, Nathan Srebro",http://arxiv.org/pdf/1702.07834v1,No journal ref found,none,cs.NA,Summary8919,1702.07966v1,2017-02-26T01:12:20Z,Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs,"Alon Brutzkus, Amir Globerson",http://arxiv.org/pdf/1702.07966v1,No journal ref found,none,cs.LG,Summary8920,1702.08134v2,2017-02-27T03:51:46Z,Online Multiview Representation Learning: Dropping Convexity for Better Efficiency,"Zhehui Chen, Forest L. Yang, Chris J. Li, Tuo Zhao",http://arxiv.org/pdf/1702.08134v2,No journal ref found,none,cs.LG,Summary8921,1702.08211v1,2017-02-27T10:01:36Z,"Online Nonparametric Learning, Chaining, and the Role of Partial Feedback","Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz",http://arxiv.org/pdf/1702.08211v1,No journal ref found,none,stat.ML,Summary8922,1702.08489v1,2017-02-27T19:46:15Z,Depth Separation for Neural Networks,Amit Daniely,http://arxiv.org/pdf/1702.08489v1,No journal ref found,none,cs.LG,Summary8923,1702.08503v1,2017-02-27T20:05:43Z,SGD Learns the Conjugate Kernel Class of the Network,Amit Daniely,http://arxiv.org/pdf/1702.08503v1,No journal ref found,none,cs.LG,Summary8924,1702.08586v1,2017-02-28T00:39:04Z,Can Boltzmann Machines Discover Cluster Updates ?,Lei Wang,http://arxiv.org/pdf/1702.08586v1,No journal ref found,none,physics.comp-ph,Summary8925,1702.08670v1,2017-02-28T07:05:27Z,On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation,"Vamsi K Ithapu, Sathya N Ravi, Vikas Singh",http://arxiv.org/pdf/1702.08670v1,No journal ref found,none,cs.LG,Summary8926,1702.08694v1,2017-02-28T08:46:37Z,Significant Pattern Mining on Continuous Variables,"Mahito Sugiyama, Karsten M. Borgwardt",http://arxiv.org/pdf/1702.08694v1,No journal ref found,none,stat.ML,Summary8927,1702.08701v1,2017-02-28T09:01:32Z,Learning rates for classification with Gaussian kernels,"Shao-Bo Lin, Jinshan Zeng, Xiangyu Chang",http://arxiv.org/pdf/1702.08701v1,No journal ref found,none,cs.LG,Summary8928,1702.08896v1,2017-02-28T18:33:32Z,Deep and Hierarchical Implicit Models,"Dustin Tran, Rajesh Ranganath, David M. Blei",http://arxiv.org/pdf/1702.08896v1,No journal ref found,none,stat.ML,Summary8929,1703.00084v1,2017-02-28T23:16:19Z,Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach,"Kasthurirengan Suresh, Samuel Silva, Johnathan Votion, Yongcan Cao",http://arxiv.org/pdf/1703.00084v1,No journal ref found,none,cs.SY,Summary8930,1703.00102v1,2017-03-01T02:08:32Z,SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient,"Lam Nguyen, Jie Liu, Katya Scheinberg, Martin Takáč",http://arxiv.org/pdf/1703.00102v1,No journal ref found,none,stat.ML,Summary8931,1703.00403v1,2017-03-01T17:30:14Z,Preserving Differential Privacy Between Features in Distributed Estimation,"Christina Heinze-Deml, Brian McWilliams, Nicolai Meinshausen",http://arxiv.org/pdf/1703.00403v1,No journal ref found,none,stat.ML,Summary8932,1703.00439v2,2017-03-01T18:49:35Z,Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization,"Tomoya Murata, Taiji Suzuki",http://arxiv.org/pdf/1703.00439v2,No journal ref found,none,math.OC,Summary8933,1703.00564v1,2017-03-02T00:39:53Z,MoleculeNet: A Benchmark for Molecular Machine Learning,"Zhenqin Wu, Bharath Ramsundar, Evan N. Feinberg, Joseph Gomes, Caleb Geniesse, Aneesh S. Pappu, Karl Leswing, Vijay Pande",http://arxiv.org/pdf/1703.00564v1,No journal ref found,none,cs.LG,Summary8934,1703.00617v1,2017-03-02T04:49:22Z,In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling,"Neil G. Marchant, Benjamin I. P. Rubinstein",http://arxiv.org/pdf/1703.00617v1,No journal ref found,none,cs.LG,Summary8935,1703.00887v1,2017-03-02T18:35:24Z,How to Escape Saddle Points Efficiently,"Chi Jin, Rong Ge, Praneeth Netrapalli, Sham M. Kakade, Michael I. Jordan",http://arxiv.org/pdf/1703.00887v1,No journal ref found,none,cs.LG,Summary8936,1703.01106v1,2017-03-03T10:44:47Z,Differentially Private Bayesian Learning on Distributed Data,"Mikko Heikkilä, Yusuke Okimoto, Samuel Kaski, Kana Shimizu, Antti Honkela",http://arxiv.org/pdf/1703.01106v1,No journal ref found,none,stat.ML,Summary8937,1703.01340v1,2017-03-03T21:13:48Z,Generative Poisoning Attack Method Against Neural Networks,"Chaofei Yang, Qing Wu, Hai Li, Yiran Chen",http://arxiv.org/pdf/1703.01340v1,No journal ref found,none,cs.CR,Summary8938,1703.01363v1,2017-03-04T00:00:16Z,Convex Geometry of the Generalized Matrix-Fractional Function,"James V. Burke, Yuan Gao, Tim Hoheisel",http://arxiv.org/pdf/1703.01363v1,No journal ref found,none,math.OC,Summary8939,1703.01442v1,2017-03-04T11:20:51Z,Recurrent Poisson Factorization for Temporal Recommendation,"Seyed Abbas Hosseini, Keivan Alizadeh, Ali Khodadadi, Ali Arabzadeh, Mehrdad Farajtabar, Hongyuan Zha, Hamid R. Rabiee",http://arxiv.org/pdf/1703.01442v1,No journal ref found,none,cs.SI,Summary8940,1703.01460v1,2017-03-04T14:24:27Z,Extracting Real-time Feedback with Neural Networks for Simulation-based Learning,"Xingjun Ma, James Bailey, Sudanthi Wijewickrema, Shuo Zhou, Zakaria Mhammedi, Yun Zhou, Stephen OLeary",http://arxiv.org/pdf/1703.01460v1,No journal ref found,none,cs.LG,Summary8941,1703.01594v1,2017-03-05T13:18:19Z,Graph sampling with determinantal processes,"Nicolas Tremblay, Pierre-Olivier Amblard, Simon Barthelmé",http://arxiv.org/pdf/1703.01594v1,No journal ref found,none,cs.LG,Summary8942,1703.02059v1,2017-03-06T19:01:03Z,Cheshire: An Online Algorithm for Activity Maximization in Social Networks,"Ali Zarezade, Abir De, Hamid Rabiee, Manuel Gomez Rodriguez",http://arxiv.org/pdf/1703.02059v1,No journal ref found,none,stat.ML,Summary8943,1703.02205v1,2017-03-07T04:03:27Z,Raw Waveform-based Speech Enhancement by Fully Convolutional Networks,"Szu-Wei Fu, Yu Tsao, Xugang Lu, Hisashi Kawai",http://arxiv.org/pdf/1703.02205v1,No journal ref found,none,stat.ML,Summary8944,1703.02317v1,2017-03-07T10:36:30Z,Convolutional Recurrent Neural Networks for Bird Audio Detection,"EmreÇakır, Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos, Tuomas Virtanen",http://arxiv.org/pdf/1703.02317v1,No journal ref found,none,cs.SD,Summary8945,1703.02435v1,2017-03-07T15:34:12Z,Unsupervised learning of phase transitions: from principle component analysis to variational autoencoders,Sebastian Johann Wetzel,http://arxiv.org/pdf/1703.02435v1,No journal ref found,none,cond-mat.stat-mech,Summary8946,cs/0005020v1,2000-05-12T17:24:06Z,"Centroid-based summarization of multiple documents: sentence extraction, utility-based evaluation, and user studies","Dragomir R. Radev, Hongyan Jing, Malgorzata Budzikowska",http://arxiv.org/pdf/cs/0005020v1,"NAACL/ANLP Workshop on Automatic Summarization, Seattle, WA, April 30, 2000",none,cs.CL,Summary8947,cs/0410058v1,2004-10-22T23:41:52Z,Robust Dialogue Understanding in HERALD,"Vincenzo Pallotta, Afzal Ballim",http://arxiv.org/pdf/cs/0410058v1,"Proceedings of RANLP 2001 - EuroConference on Recent Advances in Natural Language Processing, September 5-7, 2001, Tzigov-Chark, Bulgaria",none,cs.CL,Summary8948,cs/0602018v1,2006-02-06T15:17:34Z,Improving the CSIEC Project and Adapting It to the English Teaching and Learning in China,"Jiyou Jia, Shufen Hou, Weichao Chen",http://arxiv.org/pdf/cs/0602018v1,No journal ref found,none,cs.CY,Summary8949,0710.0009v2,2007-10-01T09:39:49Z,Bio-linguistic transition and Baldwin effect in an evolutionary naming-game model,"Adam Lipowski, Dorota Lipowska",http://arxiv.org/pdf/0710.0009v2,"Int.J.Mod.Phys. C vol.19, pp. 399-407 (2008)",none,cs.CL,Summary8950,1311.2702v1,2013-11-12T07:44:10Z,Verifiable Source Code Documentation in Controlled Natural Language,"Tobias Kuhn, Alexandre Bergel",http://arxiv.org/pdf/1311.2702v1,No journal ref found,none,cs.SE,Summary8951,1505.00138v1,2015-05-01T10:00:33Z,Compositional Distributional Semantics with Compact Closed Categories and Frobenius Algebras,Dimitri Kartsaklis,http://arxiv.org/pdf/1505.00138v1,No journal ref found,none,cs.CL,Summary8952,1509.07175v5,2015-09-23T22:41:46Z,Exploration and Exploitation of Victorian Science in Darwins Reading Notebooks,"Jaimie Murdock, Colin Allen, Simon DeDeo",http://arxiv.org/pdf/1509.07175v5,Cognition 159 (2017) 117-126,none,cs.CL,Summary8953,1601.04908v2,2016-01-19T13:13:25Z,Graded Entailment for Compositional Distributional Semantics,"Desislava Bankova, Bob Coecke, Martha Lewis, Daniel Marsden",http://arxiv.org/pdf/1601.04908v2,No journal ref found,none,cs.CL,Summary8954,1608.08927v1,2016-08-31T16:23:07Z,The Generalized Smallest Grammar Problem,"Payam Siyari, Matthias Gallé",http://arxiv.org/pdf/1608.08927v1,No journal ref found,none,cs.CL,Summary8955,cs/0004001v1,2000-04-03T06:16:16Z,A Theory of Universal Artificial Intelligence based on Algorithmic Complexity,Marcus Hutter,http://arxiv.org/pdf/cs/0004001v1,No journal ref found,none,cs.AI,Summary8956,cs/0010022v1,2000-10-15T20:14:08Z,"Noise-Tolerant Learning, the Parity Problem, and the Statistical Query Model","Avrim Blum, Adam Kalai, Hal Wasserman",http://arxiv.org/pdf/cs/0010022v1,No journal ref found,none,cs.LG,Summary8957,cs/0101019v2,2001-01-21T17:19:37Z,General Loss Bounds for Universal Sequence Prediction,Marcus Hutter,http://arxiv.org/pdf/cs/0101019v2,Proc. 18th Int. Conf. on Machine Learning ICML (2001) 210-217,none,cs.AI,Summary8958,cs/0102018v1,2001-02-21T20:52:28Z,An effective Procedure for Speeding up Algorithms,Marcus Hutter,http://arxiv.org/pdf/cs/0102018v1,Workshop on Mathematical approaches to Biological Computation (MaBiC 2001) and Workshop on Algorithmic Information Theory (TAI 2001),none,cs.CC,Summary8959,cs/0103015v1,2001-03-14T18:40:32Z,Fitness Uniform Selection to Preserve Genetic Diversity,Marcus Hutter,http://arxiv.org/pdf/cs/0103015v1,Proceedings of the 2002 Congress on Evolutionary Computation (CEC-2002) 783-788,none,cs.AI,Summary8960,cs/0105027v1,2001-05-17T18:33:56Z,Bounds on sample size for policy evaluation in Markov environments,"Leonid Peshkin, Sayan Mukherjee",http://arxiv.org/pdf/cs/0105027v1,COLT 2001: The Fourteenth Annual Conference on Computational Learning Theory,none,cs.LG,Summary8961,cs/0106036v1,2001-06-15T09:12:51Z,Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences,Marcus Hutter,http://arxiv.org/pdf/cs/0106036v1,"Lecture Notes in Artificial Intelligence (LNAI 2167), Proc. 12th Eurpean Conf. on Machine Learning (ECML) (2001) 239-250",none,cs.LG,Summary8962,cs/0204040v1,2002-04-17T10:46:00Z,Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures,Marcus Hutter,http://arxiv.org/pdf/cs/0204040v1,Proceedings of the 15th Annual Conference on Computational Learning Theory (COLT-2002) 364-379,none,cs.AI,Summary8963,cs/0207097v2,2002-07-31T14:33:11Z,Optimal Ordered Problem Solver,Juergen Schmidhuber,http://arxiv.org/pdf/cs/0207097v2,"Machine Learning, 54, 211-254, 2004.",none,cs.AI,Summary8964,cs/0301014v1,2003-01-16T16:36:15Z,Convergence and Loss Bounds for Bayesian Sequence Prediction,Marcus Hutter,http://arxiv.org/pdf/cs/0301014v1,"IEEE Transactions on Information Theory, 49:8 (2003) 2061--2067",none,cs.LG,Summary8965,cs/0302012v2,2003-02-10T14:17:33Z,The New AI: General & Sound & Relevant for Physics,Juergen Schmidhuber,http://arxiv.org/pdf/cs/0302012v2,No journal ref found,none,cs.AI,Summary8966,cs/0306091v2,2003-06-16T13:15:29Z,Universal Sequential Decisions in Unknown Environments,Marcus Hutter,http://arxiv.org/pdf/cs/0306091v2,Proc. 5th European Workshop on Reinforcement Learning (EWRL-2001) 25-26,none,cs.AI,Summary8967,cs/0306126v1,2003-06-24T09:50:29Z,Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection,"Marcus Hutter, Marco Zaffalon",http://arxiv.org/pdf/cs/0306126v1,Proceedings of the 26th German Conference on Artificial Intelligence (KI-2003) 396-406,none,cs.LG,Summary8968,cs/0311014v1,2003-11-13T12:02:04Z,Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet,Marcus Hutter,http://arxiv.org/pdf/cs/0311014v1,Journal of Machine Learning Research 4 (2003) 971-1000,none,cs.LG,Summary8969,cs/0404057v1,2004-04-28T15:58:35Z,Convergence of Discrete MDL for Sequential Prediction,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/cs/0404057v1,"Proc. 17th Annual Conf. on Learning Theory (COLT-2004), pages 300--314",none,cs.LG,Summary8970,cs/0506095v1,2005-06-27T04:07:34Z,Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops,"Y. D. Shen, Q. Yang, J. H. You, L. Y. Yuan",http://arxiv.org/pdf/cs/0506095v1,No journal ref found,none,cs.AI,Summary8971,cs/0507041v1,2005-07-18T12:34:53Z,Monotone Conditional Complexity Bounds on Future Prediction Errors,"Alexey Chernov, Marcus Hutter",http://arxiv.org/pdf/cs/0507041v1,Proc. 16th International Conf. on Algorithmic Learning Theory (ALT 2005) 414-428,none,cs.LG,Summary8972,cs/0511087v1,2005-11-25T10:59:35Z,Robust Inference of Trees,"Marco Zaffalon, Marcus Hutter",http://arxiv.org/pdf/cs/0511087v1,"Annals of Mathematics and Artificial Intelligence, 45 (2005) 215-239",none,cs.LG,Summary8973,cs/0611124v1,2006-11-24T08:49:30Z,Low-rank matrix factorization with attributes,"Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert",http://arxiv.org/pdf/cs/0611124v1,No journal ref found,none,cs.LG,Summary8974,cs/0611150v3,2006-11-29T13:59:31Z,A Novel Bayesian Classifier using Copula Functions,Saket Sathe,http://arxiv.org/pdf/cs/0611150v3,No journal ref found,none,cs.LG,Summary8975,cs/0612030v1,2006-12-05T15:57:44Z,Loop corrections for approximate inference,"Joris Mooij, Bert Kappen",http://arxiv.org/pdf/cs/0612030v1,"Journal of Machine Learning Research 8(May):1113-1143, 2007",none,cs.AI,Summary8976,cs/0612095v2,2006-12-19T16:18:30Z,Approximation of the Two-Part MDL Code,"Pieter Adriaans, Paul Vitanyi",http://arxiv.org/pdf/cs/0612095v2,No journal ref found,none,cs.LG,Summary8977,cs/0701120v1,2007-01-19T07:36:40Z,Algorithmic Complexity Bounds on Future Prediction Errors,"A. Chernov, M. Hutter, J. Schmidhuber",http://arxiv.org/pdf/cs/0701120v1,"Information and Computation, Vol.205,Nr.2 (2007) 242-261",none,cs.LG,Summary8978,cs/0703138v1,2007-03-28T04:41:54Z,Reinforcement Learning for Adaptive Routing,"Leonid Peshkin, Virginia Savova",http://arxiv.org/pdf/cs/0703138v1,"In Proceedings of the Intnl Joint Conf on Neural Networks (IJCNN), 2002",none,cs.LG,Summary8979,math/0408146v1,2004-08-11T06:38:50Z,Learning a Machine for the Decision in a Partially Observable Markov Universe,Frederic Dambreville,http://arxiv.org/pdf/math/0408146v1,No journal ref found,none,math.GM,Summary8980,0707.0498v1,2007-07-03T20:43:43Z,The Role of Time in the Creation of Knowledge,Roy E. Murphy,http://arxiv.org/pdf/0707.0498v1,No journal ref found,none,cs.LG,Summary8981,0707.0701v2,2007-07-04T21:53:11Z,Clustering and Feature Selection using Sparse Principal Component Analysis,"Ronny Luss, Alexandre dAspremont",http://arxiv.org/pdf/0707.0701v2,No journal ref found,none,cs.AI,Summary8982,0712.0451v1,2007-12-04T08:52:46Z,A Reactive Tabu Search Algorithm for Stimuli Generation in Psycholinguistics,Alejandro Chinea Manrique De Lara,http://arxiv.org/pdf/0712.0451v1,Artificial Intelligence in Science and Technology AISAT 2004 Conference,none,cs.AI,Summary8983,0801.4794v1,2008-01-30T23:14:19Z,On the Complexity of Binary Samples,Joel Ratsaby,http://arxiv.org/pdf/0801.4794v1,No journal ref found,none,cs.DM,Summary8984,0802.3789v1,2008-02-26T11:26:09Z,Knowledge Technologies,Nick Milton,http://arxiv.org/pdf/0802.3789v1,"""Publishing studies"" book series, edited by Giandomenico Sica, ISSN 1973-6061 (Printed edition), ISSN 1973-6053 (Electronic edition)",none,cs.CY,Summary8985,0805.2027v2,2008-05-14T11:19:19Z,Rollout Sampling Approximate Policy Iteration,"Christos Dimitrakakis, Michail G. Lagoudakis",http://arxiv.org/pdf/0805.2027v2,No journal ref found,none,cs.LG,Summary8986,0807.1494v1,2008-07-09T16:47:36Z,Algorithm Selection as a Bandit Problem with Unbounded Losses,"Matteo Gagliolo, Juergen Schmidhuber",http://arxiv.org/pdf/0807.1494v1,No journal ref found,none,cs.AI,Summary8987,0809.4086v2,2008-09-24T05:34:56Z,Learning Hidden Markov Models using Non-Negative Matrix Factorization,"George Cybenko, Valentino Crespi",http://arxiv.org/pdf/0809.4086v2,No journal ref found,none,cs.LG,Summary8988,0810.3451v1,2008-10-20T02:09:16Z,The many faces of optimism - Extended version,"István Szita, András Lőrincz",http://arxiv.org/pdf/0810.3451v1,No journal ref found,none,cs.AI,Summary8989,0810.3525v1,2008-10-20T11:09:15Z,The use of entropy to measure structural diversity,"L. Masisi, V. Nelwamondo, T. Marwala",http://arxiv.org/pdf/0810.3525v1,No journal ref found,none,cs.LG,Summary8990,0810.3828v1,2008-10-21T13:38:33Z,Quantum reinforcement learning,"Daoyi Dong, Chunlin Chen, Hanxiong Li, Tzyh-Jong Tarn",http://arxiv.org/pdf/0810.3828v1,"IEEE Transactions on Systems Man and Cybernetics Part B: Cybernetics, Vol. 38, No. 5, pp.1207-1220, 2008",none,quant-ph,Summary8991,0810.5484v1,2008-10-30T13:26:31Z,A Novel Clustering Algorithm Based on a Modified Model of Random Walk,"Qiang Li, Yan He, Jing-ping Jiang",http://arxiv.org/pdf/0810.5484v1,No journal ref found,none,cs.LG,Summary8992,0810.5636v1,2008-10-31T07:58:31Z,On the Possibility of Learning in Reactive Environments with Arbitrary Dependence,"Daniil Ryabko, Marcus Hutter",http://arxiv.org/pdf/0810.5636v1,"Theoretical Computer Science, 405:3 (2008) pages 274-284",none,cs.LG,Summary8993,0812.4580v1,2008-12-25T00:27:22Z,Feature Markov Decision Processes,Marcus Hutter,http://arxiv.org/pdf/0812.4580v1,Proc. 2nd Conf. on Artificial General Intelligence (AGI 2009) pages 61-66,none,cs.AI,Summary8994,0812.4581v1,2008-12-25T00:32:45Z,Feature Dynamic Bayesian Networks,Marcus Hutter,http://arxiv.org/pdf/0812.4581v1,Proc. 2nd Conf. on Artificial General Intelligence (AGI 2009) pages 67-73,none,cs.AI,Summary8995,0903.3103v1,2009-03-18T08:17:05Z,Efficiently Learning a Detection Cascade with Sparse Eigenvectors,"Chunhua Shen, Sakrapee Paisitkriangkrai, Jian Zhang",http://arxiv.org/pdf/0903.3103v1,No journal ref found,none,cs.MM,Summary8996,0903.4930v1,2009-03-28T01:09:00Z,Time manipulation technique for speeding up reinforcement learning in simulations,"Petar Kormushev, Kohei Nomoto, Fangyan Dong, Kaoru Hirota",http://arxiv.org/pdf/0903.4930v1,"International Journal of Cybernetics and Information Technologies, vol. 8, no. 1, pp. 12-24, 2008",none,cs.AI,Summary8997,0904.0545v2,2009-04-03T10:38:06Z,Time Hopping technique for faster reinforcement learning in simulations,"Petar Kormushev, Kohei Nomoto, Fangyan Dong, Kaoru Hirota",http://arxiv.org/pdf/0904.0545v2,No journal ref found,none,cs.AI,Summary8998,0904.0546v1,2009-04-03T10:42:28Z,Eligibility Propagation to Speed up Time Hopping for Reinforcement Learning,"Petar Kormushev, Kohei Nomoto, Fangyan Dong, Kaoru Hirota",http://arxiv.org/pdf/0904.0546v1,No journal ref found,none,cs.AI,Summary8999,0904.4717v2,2009-04-29T23:00:03Z,Continuous Strategy Replicator Dynamics for Multi--Agent Learning,Aram Galstyan,http://arxiv.org/pdf/0904.4717v2,No journal ref found,none,cs.LG,Summary9000,0906.1713v1,2009-06-09T12:50:29Z,Feature Reinforcement Learning: Part I: Unstructured MDPs,Marcus Hutter,http://arxiv.org/pdf/0906.1713v1,"Journal of Artificial General Intelligence, 1 (2009) pages 3-24",none,cs.LG,Summary9001,0907.0746v1,2009-07-04T08:45:22Z,Open Problems in Universal Induction & Intelligence,Marcus Hutter,http://arxiv.org/pdf/0907.0746v1,"Algorithms, 3:2 (2009) pages 879-906",none,cs.AI,Summary9002,0909.0801v2,2009-09-04T03:13:58Z,A Monte Carlo AIXI Approximation,"Joel Veness, Kee Siong Ng, Marcus Hutter, William Uther, David Silver",http://arxiv.org/pdf/0909.0801v2,No journal ref found,none,cs.AI,Summary9003,0909.1334v2,2009-09-07T20:58:47Z,Lower Bounds for BMRM and Faster Rates for Training SVMs,"Ankan Saha, Xinhua Zhang, S. V. N. Vishwanathan",http://arxiv.org/pdf/0909.1334v2,No journal ref found,none,cs.LG,Summary9004,0912.0071v5,2009-12-01T04:35:44Z,Differentially Private Empirical Risk Minimization,"Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate",http://arxiv.org/pdf/0912.0071v5,No journal ref found,none,cs.LG,Summary9005,1003.0146v2,2010-02-28T02:18:59Z,A Contextual-Bandit Approach to Personalized News Article Recommendation,"Lihong Li, Wei Chu, John Langford, Robert E. Schapire",http://arxiv.org/pdf/1003.0146v2,"Presented at the Nineteenth International Conference on World Wide Web (WWW 2010), Raleigh, NC, USA, 2010",none,cs.LG,Summary9006,1003.2586v1,2010-03-12T17:40:43Z,Inductive Logic Programming in Databases: from Datalog to DL+log,Francesca A. Lisi,http://arxiv.org/pdf/1003.2586v1,No journal ref found,none,cs.LO,Summary9007,1003.3821v1,2010-03-19T15:56:37Z,A Formal Approach to Modeling the Memory of a Living Organism,Dan Guralnik,http://arxiv.org/pdf/1003.3821v1,No journal ref found,none,cs.AI,Summary9008,1003.3967v4,2010-03-21T04:06:22Z,Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization,"Daniel Golovin, Andreas Krause",http://arxiv.org/pdf/1003.3967v4,No journal ref found,none,cs.LG,Summary9009,1004.5326v1,2010-04-29T15:35:32Z,Designing neural networks that process mean values of random variables,"Michael J. Barber, John W. Clark",http://arxiv.org/pdf/1004.5326v1,No journal ref found,none,cond-mat.dis-nn,Summary9010,1005.4298v1,2010-05-24T10:35:50Z,Distantly Labeling Data for Large Scale Cross-Document Coreference,"Sameer Singh, Michael Wick, Andrew McCallum",http://arxiv.org/pdf/1005.4298v1,No journal ref found,none,cs.AI,Summary9011,1007.3858v1,2010-07-22T11:32:21Z,CHR(PRISM)-based Probabilistic Logic Learning,"Jon Sneyers, Wannes Meert, Joost Vennekens, Yoshitaka Kameya, Taisuke Sato",http://arxiv.org/pdf/1007.3858v1,"Theory and Practice of Logic Programming, 10(4-6), 433-447, 2010",none,cs.PL,Summary9012,1008.3829v3,2010-08-23T14:26:46Z,Approximate Judgement Aggregation,Ilan Nehama,http://arxiv.org/pdf/1008.3829v3,No journal ref found,none,cs.GT,Summary9013,1008.5078v1,2010-08-30T13:21:49Z,Prediction by Compression,Joel Ratsaby,http://arxiv.org/pdf/1008.5078v1,No journal ref found,none,cs.IT,Summary9014,1008.5133v2,2010-08-22T16:44:23Z,Memristor Crossbar-based Hardware Implementation of IDS Method,"Farnood Merrikh-Bayat, Saeed Bagheri-Shouraki, Ali Rohani",http://arxiv.org/pdf/1008.5133v2,No journal ref found,none,cs.LG,Summary9015,1010.3091v2,2010-10-15T08:20:46Z,Near-Optimal Bayesian Active Learning with Noisy Observations,"Daniel Golovin, Andreas Krause, Debajyoti Ray",http://arxiv.org/pdf/1010.3091v2,No journal ref found,none,cs.LG,Summary9016,1010.6234v1,2010-10-29T14:50:49Z,Analysing the behaviour of robot teams through relational sequential pattern mining,"Grazia Bombini, Raquel Ros, Stefano Ferilli, Ramon Lopez de Mantaras",http://arxiv.org/pdf/1010.6234v1,No journal ref found,none,cs.AI,Summary9017,1011.3557v1,2010-11-16T00:46:31Z,A Probabilistic Approach for Learning Folksonomies from Structured Data,"Anon Plangprasopchok, Kristina Lerman, Lise Getoor",http://arxiv.org/pdf/1011.3557v1,No journal ref found,none,cs.AI,Summary9018,1012.0729v1,2010-12-03T13:11:22Z,Agnostic Learning of Monomials by Halfspaces is Hard,"Vitaly Feldman, Venkatesan Guruswami, Prasad Raghavendra, Yi Wu",http://arxiv.org/pdf/1012.0729v1,No journal ref found,none,cs.CC,Summary9019,1012.0742v1,2010-12-03T13:57:32Z,Border Algorithms for Computing Hasse Diagrams of Arbitrary Lattices,"José L. Balcázar, Cristina Tîrnăucă",http://arxiv.org/pdf/1012.0742v1,No journal ref found,none,cs.AI,Summary9020,1012.1552v1,2010-12-07T16:57:54Z,Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework,Emad Saad,http://arxiv.org/pdf/1012.1552v1,No journal ref found,none,cs.AI,Summary9021,1102.3919v1,2011-02-18T21:01:38Z,Inferring Disease and Gene Set Associations with Rank Coherence in Networks,"TaeHyun Hwang, Wei Zhang, Maoqiang Xie, Rui Kuang",http://arxiv.org/pdf/1102.3919v1,No journal ref found,none,q-bio.GN,Summary9022,1103.3735v1,2011-03-19T00:08:45Z,Refining Recency Search Results with User Click Feedback,"Taesup Moon, Wei Chu, Lihong Li, Zhaohui Zheng, Yi Chang",http://arxiv.org/pdf/1103.3735v1,No journal ref found,none,cs.IR,Summary9023,1106.2662v1,2011-06-14T09:58:36Z,Learning Equilibria with Partial Information in Decentralized Wireless Networks,"Luca Rose, Samir M. Perlaza, Samson Lasaulce, Mérouane Debbah",http://arxiv.org/pdf/1106.2662v1,No journal ref found,none,cs.LG,Summary9024,1107.0434v1,2011-07-03T07:33:51Z,Abstraction Super-structuring Normal Forms: Towards a Theory of Structural Induction,"Adrian Silvescu, Vasant Honavar",http://arxiv.org/pdf/1107.0434v1,No journal ref found,none,cs.AI,Summary9025,1107.1322v3,2011-07-07T09:09:19Z,Text Classification: A Sequential Reading Approach,"Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari",http://arxiv.org/pdf/1107.1322v3,"Lecture Notes in Computer Science, 2011, Volume 6611/2011, 411-423",none,cs.AI,Summary9026,1107.4967v1,2011-07-25T15:01:50Z,Normative design using inductive learning,"Domenico Corapi, Alessandra Russo, Marina De Vos, Julian Padget, Ken Satoh",http://arxiv.org/pdf/1107.4967v1,No journal ref found,none,cs.LO,Summary9027,1112.1937v1,2011-12-08T20:27:31Z,Bootstrapping Intrinsically Motivated Learning with Human Demonstrations,"Sao Mai Nguyen, Adrien Baranes, Pierre-Yves Oudeyer",http://arxiv.org/pdf/1112.1937v1,No journal ref found,none,cs.LG,Summary9028,1112.5505v5,2011-12-23T02:38:42Z,A Study on Using Uncertain Time Series Matching Algorithms in MapReduce Applications,"Nikzad Babaii Rizvandi, Javid Taheri, Albert Y. Zomaya, Reza Moraveji",http://arxiv.org/pdf/1112.5505v5,No journal ref found,none,cs.DC,Summary9029,1201.6626v1,2012-01-31T17:26:17Z,Learning RoboCup-Keepaway with Kernels,"Tobias Jung, Daniel Polani",http://arxiv.org/pdf/1201.6626v1,"JMLR Workshop and Conference Proceedings (1st Gaussian Processes in Practice Workshop, 2006)",none,cs.AI,Summary9030,1202.2112v1,2012-02-09T20:48:22Z,Predicting Contextual Sequences via Submodular Function Maximization,"Debadeepta Dey, Tian Yu Liu, Martial Hebert, J. Andrew Bagnell",http://arxiv.org/pdf/1202.2112v1,No journal ref found,none,cs.AI,Summary9031,1202.3335v1,2012-02-15T15:03:01Z,An efficient high-quality hierarchical clustering algorithm for automatic inference of software architecture from the source code of a software system,Sarge Rogatch,http://arxiv.org/pdf/1202.3335v1,No journal ref found,none,cs.AI,Summary9032,1202.6157v1,2012-02-28T09:51:29Z,Distributed Power Allocation with SINR Constraints Using Trial and Error Learning,"Luca Rose, Samir M. Perlaza, Mérouane Debbah, Christophe J. Le Martret",http://arxiv.org/pdf/1202.6157v1,No journal ref found,none,cs.GT,Summary9033,1205.3981v5,2012-05-17T17:00:00Z,kLog: A Language for Logical and Relational Learning with Kernels,"Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave",http://arxiv.org/pdf/1205.3981v5,No journal ref found,none,cs.AI,Summary9034,1205.4213v2,2012-05-18T18:19:13Z,Online Structured Prediction via Coactive Learning,"Pannaga Shivaswamy, Thorsten Joachims",http://arxiv.org/pdf/1205.4213v2,No journal ref found,none,cs.LG,Summary9035,1206.3285v1,2012-06-13T15:45:04Z,Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping,"Richard S. Sutton, Csaba Szepesvari, Alborz Geramifard, Michael P. Bowling",http://arxiv.org/pdf/1206.3285v1,No journal ref found,none,cs.AI,Summary9036,1206.4647v1,2012-06-18T15:22:24Z,Active Learning for Matching Problems,"Laurent Charlin, Rich Zemel, Craig Boutilier",http://arxiv.org/pdf/1206.4647v1,No journal ref found,none,cs.LG,Summary9037,1206.4667v2,2012-06-18T15:33:05Z,Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation,"Kendrick Boyd, Vitor Santos Costa, Jesse Davis, David Page",http://arxiv.org/pdf/1206.4667v2,No journal ref found,none,cs.LG,Summary9038,1206.5245v1,2012-06-20T14:54:06Z,A new parameter Learning Method for Bayesian Networks with Qualitative Influences,Ad Feelders,http://arxiv.org/pdf/1206.5245v1,No journal ref found,none,cs.AI,Summary9039,1206.6390v1,2012-06-27T19:59:59Z,Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs,"Giorgos Borboudakis, Ioannis Tsamardinos",http://arxiv.org/pdf/1206.6390v1,No journal ref found,none,cs.AI,Summary9040,1206.6830v1,2012-06-27T16:15:42Z,The AI&M Procedure for Learning from Incomplete Data,Manfred Jaeger,http://arxiv.org/pdf/1206.6830v1,No journal ref found,none,stat.ME,Summary9041,1206.6864v1,2012-06-27T16:28:29Z,Infinite Hidden Relational Models,"Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel",http://arxiv.org/pdf/1206.6864v1,No journal ref found,none,cs.AI,Summary9042,1208.4773v1,2012-08-23T14:48:52Z,Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search,"Tobias Jung, Louis Wehenkel, Damien Ernst, Francis Maes",http://arxiv.org/pdf/1208.4773v1,No journal ref found,none,cs.SY,Summary9043,1212.2471v1,2012-10-19T15:06:41Z,Monte Carlo Matrix Inversion Policy Evaluation,"Fletcher Lu, Dale Schuurmans",http://arxiv.org/pdf/1212.2471v1,No journal ref found,none,cs.LG,Summary9044,1212.3618v2,2012-12-14T21:06:34Z,Machine Learning in Proof General: Interfacing Interfaces,"Ekaterina Komendantskaya, Jónathan Heras, Gudmund Grov",http://arxiv.org/pdf/1212.3618v2,"EPTCS 118, 2013, pp. 15-41",none,cs.AI,Summary9045,1302.0386v1,2013-02-02T14:53:05Z,Fast Damage Recovery in Robotics with the T-Resilience Algorithm,"Sylvain Koos, Antoine Cully, Jean-Baptiste Mouret",http://arxiv.org/pdf/1302.0386v1,No journal ref found,none,cs.RO,Summary9046,1302.0723v2,2013-02-04T15:34:12Z,Multi-Robot Informative Path Planning for Active Sensing of Environmental Phenomena: A Tale of Two Algorithms,"Nannan Cao, Kian Hsiang Low, John M. Dolan",http://arxiv.org/pdf/1302.0723v2,No journal ref found,none,cs.LG,Summary9047,1002.1480v1,2010-02-07T19:58:46Z,A Minimum Relative Entropy Controller for Undiscounted Markov Decision Processes,"Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/1002.1480v1,No journal ref found,none,cs.AI,Summary9048,1002.2240v1,2010-02-10T23:19:56Z,A Generalization of the Chow-Liu Algorithm and its Application to Statistical Learning,Joe Suzuki,http://arxiv.org/pdf/1002.2240v1,No journal ref found,none,cs.IT,Summary9049,1109.4979v1,2011-09-23T00:39:51Z,Latent Semantic Learning with Structured Sparse Representation for Human Action Recognition,"Zhiwu Lu, Yuxin Peng",http://arxiv.org/pdf/1109.4979v1,No journal ref found,none,cs.MM,Summary9050,1204.4990v1,2012-04-23T08:02:19Z,Objective Function Designing Led by User Preferences Acquisition,"Patrick Taillandier, Julien Gaffuri",http://arxiv.org/pdf/1204.4990v1,No journal ref found,none,cs.LG,Summary9051,1209.0056v1,2012-09-01T05:13:00Z,Learning implicitly in reasoning in PAC-Semantics,Brendan Juba,http://arxiv.org/pdf/1209.0056v1,No journal ref found,none,cs.AI,Summary9052,1209.3694v1,2012-09-17T15:43:11Z,Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields,"Yifei Ma, Roman Garnett, Jeff Schneider",http://arxiv.org/pdf/1209.3694v1,No journal ref found,none,cs.LG,Summary9053,1211.6727v1,2012-11-28T20:10:42Z,Graph Laplacians on Singular Manifolds: Toward understanding complex spaces: graph Laplacians on manifolds with singularities and boundaries,"Mikhail Belkin, Qichao Que, Yusu Wang, Xueyuan Zhou",http://arxiv.org/pdf/1211.6727v1,"JMLR W&CP 23: 36.1 - 36.26, 2012",none,cs.AI,Summary9054,1211.7012v3,2012-11-29T18:15:10Z,Learning-Assisted Automated Reasoning with Flyspeck,"Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1211.7012v3,No journal ref found,none,cs.AI,Summary9055,1301.0584v1,2012-12-12T15:57:19Z,Decayed MCMC Filtering,"Bhaskara Marthi, Hanna Pasula, Stuart Russell, Yuval Peres",http://arxiv.org/pdf/1301.0584v1,No journal ref found,none,cs.AI,Summary9056,1301.0600v2,2012-12-12T15:58:21Z,An MDP-based Recommender System,"Guy Shani, Ronen I. Brafman, David Heckerman",http://arxiv.org/pdf/1301.0600v2,No journal ref found,none,cs.LG,Summary9057,1301.2320v1,2013-01-10T16:27:15Z,Using Temporal Data for Making Recommendations,"Andrew Zimdars, David Maxwell Chickering, Christopher Meek",http://arxiv.org/pdf/1301.2320v1,No journal ref found,none,cs.IR,Summary9058,1301.2683v2,2013-01-12T13:02:21Z,BliStr: The Blind Strategymaker,Josef Urban,http://arxiv.org/pdf/1301.2683v2,No journal ref found,none,cs.AI,Summary9059,1301.3853v1,2013-01-16T15:50:01Z,Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks,"Arnaud Doucet, Nando de Freitas, Kevin Murphy, Stuart Russell",http://arxiv.org/pdf/1301.3853v1,No journal ref found,none,cs.LG,Summary9060,1301.3862v1,2013-01-16T15:50:38Z,Dependency Networks for Collaborative Filtering and Data Visualization,"David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie",http://arxiv.org/pdf/1301.3862v1,No journal ref found,none,cs.AI,Summary9061,1301.4753v1,2013-01-21T04:57:05Z,Pattern Matching for Self- Tuning of MapReduce Jobs,"Nikzad Babaii Rizvandi, Javid Taheri, Albert Y. Zomaya",http://arxiv.org/pdf/1301.4753v1,No journal ref found,none,cs.DC,Summary9062,1301.6039v4,2013-01-25T13:29:29Z,Recycling Proof Patterns in Coq: Case Studies,"Jónathan Heras, Ekaterina Komendantskaya",http://arxiv.org/pdf/1301.6039v4,No journal ref found,none,cs.AI,Summary9063,1304.0160v8,2013-03-31T06:45:47Z,Parallel Computation Is ESS,"Nabarun Mondal, Partha P. Ghosh",http://arxiv.org/pdf/1304.0160v8,No journal ref found,none,cs.LG,Summary9064,1304.6810v1,2013-04-25T06:10:55Z,Inference and learning in probabilistic logic programs using weighted Boolean formulas,"Daan Fierens, Guy Van den Broeck, Joris Renkens, Dimitar Shterionov, Bernd Gutmann, Ingo Thon, Gerda Janssens, Luc De Raedt",http://arxiv.org/pdf/1304.6810v1,"Theory and Practice of Logic Programming, 15 (3): 358-401, 2015",none,cs.AI,Summary9065,1307.6365v4,2013-07-24T10:07:50Z,Time-Series Classification Through Histograms of Symbolic Polynomials,"Josif Grabocka, Martin Wistuba, Lars Schmidt-Thieme",http://arxiv.org/pdf/1307.6365v4,No journal ref found,none,cs.AI,Summary9066,1307.8049v1,2013-07-30T17:07:58Z,Optimistic Concurrency Control for Distributed Unsupervised Learning,"Xinghao Pan, Joseph E. Gonzalez, Stefanie Jegelka, Tamara Broderick, Michael I. Jordan",http://arxiv.org/pdf/1307.8049v1,No journal ref found,none,cs.LG,Summary9067,1309.0671v1,2013-09-03T13:38:05Z,BayesOpt: A Library for Bayesian optimization with Robotics Applications,Ruben Martinez-Cantin,http://arxiv.org/pdf/1309.0671v1,No journal ref found,none,cs.RO,Summary9068,1309.0866v1,2013-09-03T23:40:49Z,On the Robustness of Temporal Properties for Stochastic Models,"Ezio Bartocci, Luca Bortolussi, Laura Nenzi, Guido Sanguinetti",http://arxiv.org/pdf/1309.0866v1,"EPTCS 125, 2013, pp. 3-19",none,cs.LO,Summary9069,1309.2796v2,2013-09-11T11:50:44Z,Decision Trees for Function Evaluation - Simultaneous Optimization of Worst and Expected Cost,"Ferdinando Cicalese, Eduardo Laber, Aline Medeiros Saettler",http://arxiv.org/pdf/1309.2796v2,No journal ref found,none,cs.DS,Summary9070,1309.4714v1,2013-09-18T17:29:03Z,Temporal-Difference Learning to Assist Human Decision Making during the Control of an Artificial Limb,"Ann L. Edwards, Alexandra Kearney, Michael Rory Dawson, Richard S. Sutton, Patrick M. Pilarski",http://arxiv.org/pdf/1309.4714v1,No journal ref found,none,cs.AI,Summary9071,1309.6851v1,2013-09-26T12:46:13Z,Treedy: A Heuristic for Counting and Sampling Subsets,"Teppo Niinimaki, Mikko Koivisto",http://arxiv.org/pdf/1309.6851v1,No journal ref found,none,cs.DS,Summary9072,1310.0576v1,2013-10-02T06:06:02Z,Learning Lambek grammars from proof frames,"Roberto Bonato, Christian Retoré",http://arxiv.org/pdf/1310.0576v1,No journal ref found,none,cs.LG,Summary9073,1310.2797v1,2013-10-10T12:53:04Z,Lemma Mining over HOL Light,"Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1310.2797v1,No journal ref found,none,cs.AI,Summary9074,1311.4639v1,2013-11-19T07:39:58Z,Post-Proceedings of the First International Workshop on Learning and Nonmonotonic Reasoning,"Katsumi Inoue, Chiaki Sakama",http://arxiv.org/pdf/1311.4639v1,No journal ref found,none,cs.AI,Summary9075,1312.6214v3,2013-12-21T06:51:50Z,Volumetric Spanners: an Efficient Exploration Basis for Learning,"Elad Hazan, Zohar Karnin, Raghu Mehka",http://arxiv.org/pdf/1312.6214v3,No journal ref found,none,cs.LG,Summary9076,1312.7606v2,2013-12-30T00:16:34Z,Distributed Policy Evaluation Under Multiple Behavior Strategies,"Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed",http://arxiv.org/pdf/1312.7606v2,No journal ref found,none,cs.MA,Summary9077,1401.1549v2,2014-01-08T00:49:01Z,Optimal Demand Response Using Device Based Reinforcement Learning,"Zheng Wen, Daniel ONeill, Hamid Reza Maei",http://arxiv.org/pdf/1401.1549v2,No journal ref found,none,cs.LG,Summary9078,1401.3579v2,2013-12-20T05:54:58Z,A Supervised Goal Directed Algorithm in Economical Choice Behaviour: An Actor-Critic Approach,Keyvan Yahya,http://arxiv.org/pdf/1401.3579v2,No journal ref found,none,cs.GT,Summary9079,1405.1513v1,2014-05-07T06:10:47Z,A Mathematical Theory of Learning,Ibrahim Alabdulmohsin,http://arxiv.org/pdf/1405.1513v1,No journal ref found,none,cs.LG,Summary9080,1405.6341v1,2014-05-24T20:44:26Z,Efficient Model Learning for Human-Robot Collaborative Tasks,"Stefanos Nikolaidis, Keren Gu, Ramya Ramakrishnan, Julie Shah",http://arxiv.org/pdf/1405.6341v1,No journal ref found,none,cs.RO,Summary9081,1408.1664v3,2014-08-07T17:40:36Z,A Parallel Algorithm for Exact Bayesian Structure Discovery in Bayesian Networks,"Yetian Chen, Jin Tian, Olga Nikolova, Srinivas Aluru",http://arxiv.org/pdf/1408.1664v3,No journal ref found,none,cs.AI,Summary9082,1408.1913v1,2014-08-08T16:57:22Z,Using Learned Predictions as Feedback to Improve Control and Communication with an Artificial Limb: Preliminary Findings,"Adam S. R. Parker, Ann L. Edwards, Patrick M. Pilarski",http://arxiv.org/pdf/1408.1913v1,No journal ref found,none,cs.AI,Summary9083,1409.8498v1,2014-09-30T11:46:29Z,Non-Myopic Learning in Repeated Stochastic Games,Jacob W. Crandall,http://arxiv.org/pdf/1409.8498v1,No journal ref found,none,cs.GT,Summary9084,1505.04123v1,2015-05-15T16:54:58Z,"Margins, Kernels and Non-linear Smoothed Perceptrons","Aaditya Ramdas, Javier Peña",http://arxiv.org/pdf/1505.04123v1,"Ramdas, Aaditya, and Javier Pena. ""Margins, kernels and non-linear smoothed perceptrons."" Proceedings of the 31st International Conference on Machine Learning (ICML-14). 2014",none,cs.LG,Summary9085,1505.04636v1,2015-05-18T13:43:46Z,Graph Partitioning via Parallel Submodular Approximation to Accelerate Distributed Machine Learning,"Mu Li, Dave G. Andersen, Alexander J. Smola",http://arxiv.org/pdf/1505.04636v1,No journal ref found,none,cs.DC,Summary9086,1101.4003v3,2011-01-20T19:51:58Z,Dyna-H: a heuristic planning reinforcement learning algorithm applied to role-playing-game strategy decision systems,"Matilde Santos, Jose Antonio Martin H., Victoria Lopez, Guillermo Botella",http://arxiv.org/pdf/1101.4003v3,No journal ref found,none,cs.AI,Summary9087,1101.5632v1,2011-01-28T21:27:31Z,Active Markov Information-Theoretic Path Planning for Robotic Environmental Sensing,"Kian Hsiang Low, John M. Dolan, Pradeep Khosla",http://arxiv.org/pdf/1101.5632v1,No journal ref found,none,cs.LG,Summary9088,1203.3376v1,2012-03-15T14:47:26Z,"Learning, Social Intelligence and the Turing Test - why an ""out-of-the-box"" Turing Machine will not pass the Turing Test","Bruce Edmonds, Carlos Gershenson",http://arxiv.org/pdf/1203.3376v1,Lecture Notes in Computer Science 7318 (2012) pp. 182-192,none,cs.AI,Summary9089,1207.3560v1,2012-07-16T01:08:39Z,Diagnosing client faults using SVM-based intelligent inference from TCP packet traces,"Chathuranga Widanapathirana, Y. Ahmet Sekercioglu, Paul G. Fitzpatrick, Milosh V. Ivanovich, Jonathan C. Li",http://arxiv.org/pdf/1207.3560v1,No journal ref found,none,cs.NI,Summary9090,1207.6253v1,2012-07-26T12:33:46Z,On When and How to use SAT to Mine Frequent Itemsets,"Rui Henriques, Inês Lynce, Vasco Manquinho",http://arxiv.org/pdf/1207.6253v1,No journal ref found,none,cs.AI,Summary9091,1210.0690v2,2012-10-02T07:52:52Z,Revisiting the Training of Logic Models of Protein Signaling Networks with a Formal Approach based on Answer Set Programming,"Santiago Videla, Carito Guziolowski, Federica Eduati, Sven Thiele, Niels Grabe, Julio Saez-Rodriguez, Anne Siegel",http://arxiv.org/pdf/1210.0690v2,CMSB - 10th Computational Methods in Systems Biology 2012 7605 (2012) 342-361,none,q-bio.QM,Summary9092,1210.2164v3,2012-10-08T07:24:38Z,"ET-LDA: Joint Topic Modeling For Aligning, Analyzing and Sensemaking of Public Events and Their Twitter Feeds","Yuheng Hu, Ajita John, Fei Wang, Doree Duncan Seligmann, Subbarao Kambhampati",http://arxiv.org/pdf/1210.2164v3,No journal ref found,none,cs.LG,Summary9093,1210.2984v2,2012-10-10T16:56:41Z,Learning Onto-Relational Rules with Inductive Logic Programming,Francesca A. Lisi,http://arxiv.org/pdf/1210.2984v2,No journal ref found,none,cs.AI,Summary9094,1210.4880v1,2012-10-16T17:43:47Z,Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games,"Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich, Alan Fern",http://arxiv.org/pdf/1210.4880v1,No journal ref found,none,cs.AI,Summary9095,1303.0934v1,2013-03-05T05:55:59Z,GURLS: a Least Squares Library for Supervised Learning,"Andrea Tacchetti, Pavan K Mallapragada, Matteo Santoro, Lorenzo Rosasco",http://arxiv.org/pdf/1303.0934v1,No journal ref found,none,cs.LG,Summary9096,1305.6129v1,2013-05-27T07:28:05Z,Information-Theoretic Approach to Efficient Adaptive Path Planning for Mobile Robotic Environmental Sensing,"Kian Hsiang Low, John M. Dolan, Pradeep Khosla",http://arxiv.org/pdf/1305.6129v1,No journal ref found,none,cs.LG,Summary9097,1306.1520v1,2013-06-06T19:27:01Z,Policy Search: Any Local Optimum Enjoys a Global Performance Guarantee,"Bruno Scherrer, Matthieu Geist",http://arxiv.org/pdf/1306.1520v1,No journal ref found,none,cs.LG,Summary9098,1306.4753v1,2013-06-20T04:48:37Z,Galerkin Methods for Complementarity Problems and Variational Inequalities,Geoffrey J. Gordon,http://arxiv.org/pdf/1306.4753v1,No journal ref found,none,cs.LG,Summary9099,1306.5707v2,2013-06-24T18:48:54Z,Synthesizing Manipulation Sequences for Under-Specified Tasks using Unrolled Markov Random Fields,"Jaeyong Sung, Bart Selman, Ashutosh Saxena",http://arxiv.org/pdf/1306.5707v2,No journal ref found,none,cs.RO,Summary9100,1306.5884v2,2013-06-25T08:56:58Z,Design of an Agent for Answering Back in Smart Phones,"Sandeep Venkatesh, Meera V Patil, Nanditha Swamy",http://arxiv.org/pdf/1306.5884v2,No journal ref found,none,cs.AI,Summary9101,1402.2359v2,2014-02-11T03:42:00Z,Machine Learner for Automated Reasoning 0.4 and 0.5,"Cezary Kaliszyk, Josef Urban, Jiří Vyskočil",http://arxiv.org/pdf/1402.2359v2,No journal ref found,none,cs.LG,Summary9102,1402.3578v1,2014-02-11T03:08:02Z,Learning-assisted Theorem Proving with Millions of Lemmas,"Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1402.3578v1,No journal ref found,none,cs.AI,Summary9103,1403.5029v3,2014-03-20T02:35:15Z,Network-based Isoform Quantification with RNA-Seq Data for Cancer Transcriptome Analysis,"Wei Zhang, Jae-Woong Chang, Lilong Lin, Kay Minn, Baolin Wu, Jeremy Chien, Jeongsik Yong, Hui Zheng, Rui Kuang",http://arxiv.org/pdf/1403.5029v3,No journal ref found,none,cs.CE,Summary9104,1403.6508v2,2014-03-25T21:03:57Z,Multi-agent Inverse Reinforcement Learning for Zero-sum Games,"Xiaomin Lin, Peter A. Beling, Randy Cogill",http://arxiv.org/pdf/1403.6508v2,No journal ref found,none,cs.GT,Summary9105,1404.4893v1,2014-04-18T21:48:34Z,CTBNCToolkit: Continuous Time Bayesian Network Classifier Toolkit,"Daniele Codecasa, Fabio Stella",http://arxiv.org/pdf/1404.4893v1,No journal ref found,none,cs.AI,Summary9106,1406.2616v3,2014-06-10T16:23:52Z,PlanIt: A Crowdsourcing Approach for Learning to Plan Paths from Large Scale Preference Feedback,"Ashesh Jain, Debarghya Das, Jayesh K Gupta, Ashutosh Saxena",http://arxiv.org/pdf/1406.2616v3,No journal ref found,none,cs.RO,Summary9107,1406.3496v1,2014-06-13T10:38:09Z,EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance,"Hadi Fanaee-T, João Gama",http://arxiv.org/pdf/1406.3496v1,"PP. 597-616, Vol. 19, No. 3, June 2015, Intelligent Data Analysis",none,cs.AI,Summary9108,1406.3843v1,2014-06-15T19:03:46Z,Semi-Separable Hamiltonian Monte Carlo for Inference in Bayesian Hierarchical Models,"Yichuan Zhang, Charles Sutton",http://arxiv.org/pdf/1406.3843v1,No journal ref found,none,stat.CO,Summary9109,1406.4682v1,2014-06-18T11:17:58Z,Exact Decoding on Latent Variable Conditional Models is NP-Hard,Xu Sun,http://arxiv.org/pdf/1406.4682v1,No journal ref found,none,cs.AI,Summary9110,1407.2845v1,2014-07-10T16:14:11Z,XML Matchers: approaches and challenges,"Santa Agreste, Pasquale De Meo, Emilio Ferrara, Domenico Ursino",http://arxiv.org/pdf/1407.2845v1,"Knowledge-based systems 66: 190-209, 2014",none,cs.DB,Summary9111,1407.4832v1,2014-07-16T12:07:36Z,Collaborative Filtering Ensemble for Personalized Name Recommendation,"Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl",http://arxiv.org/pdf/1407.4832v1,"Proceedings of the ECML PKDD Discovery Challenge - Recommending Given Names. Co-located with ECML PKDD 2013. Prague, Czech Republic, September 27, 2013",none,cs.IR,Summary9112,1407.5397v1,2014-07-21T07:28:49Z,Are There Good Mistakes? A Theoretical Analysis of CEGIS,"Susmit Jha, Sanjit A. Seshia",http://arxiv.org/pdf/1407.5397v1,"EPTCS 157, 2014, pp. 84-99",none,cs.LO,Summary9113,1410.1462v1,2014-10-06T17:10:23Z,Top Rank Optimization in Linear Time,"Nan Li, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1410.1462v1,No journal ref found,none,cs.LG,Summary9114,1411.0541v2,2014-11-03T16:03:05Z,Distributed Submodular Maximization,"Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar, Andreas Krause",http://arxiv.org/pdf/1411.0541v2,No journal ref found,none,cs.LG,Summary9115,1411.3895v1,2014-11-14T13:11:32Z,Learning Fuzzy Controllers in Mobile Robotics with Embedded Preprocessing,"I. Rodríguez-Fdez, M. Mucientes, A. Bugarín",http://arxiv.org/pdf/1411.3895v1,"Applied Soft Computing, vol 26, pp. 123-142, 2015",none,cs.RO,Summary9116,1412.1138v1,2014-12-03T00:00:42Z,Highly comparative fetal heart rate analysis,"B. D. Fulcher, A. E. Georgieva, C. W. G. Redman, Nick S. Jones",http://arxiv.org/pdf/1412.1138v1,"Fulcher, B. D., Georgieva, A., Redman, C. W., & Jones, N. S. (2012). Highly comparative fetal heart rate analysis (pp. 3135-3138). Presented at the 34th Annual International Conference of the IEEE EMBS, San Diego, CA, USA",none,cs.LG,Summary9117,1412.2689v1,2014-12-08T18:34:07Z,A New Approach of Learning Hierarchy Construction Based on Fuzzy Logic,"Ali Aajli, Karim Afdel",http://arxiv.org/pdf/1412.2689v1,"Journal of Engineering Research and Applications,ISSN : 2248-9622, Vol. 4, Issue 10( Part - 3), October 2014, pp.58-66",none,cs.CY,Summary9118,1412.6141v1,2014-10-30T08:23:13Z,Efficient Decision-Making by Volume-Conserving Physical Object,"Song-Ju Kim, Masashi Aono, Etsushi Nameda",http://arxiv.org/pdf/1412.6141v1,No journal ref found,none,cs.AI,Summary9119,1412.6451v1,2014-12-19T17:41:59Z,Grounding Hierarchical Reinforcement Learning Models for Knowledge Transfer,"Mark Wernsdorfer, Ute Schmid",http://arxiv.org/pdf/1412.6451v1,No journal ref found,none,cs.LG,Summary9120,1502.02606v2,2015-02-09T19:04:43Z,The Power of Randomization: Distributed Submodular Maximization on Massive Datasets,"Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward",http://arxiv.org/pdf/1502.02606v2,No journal ref found,none,cs.LG,Summary9121,1502.04149v4,2015-02-13T23:22:16Z,Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation,"Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson, Paris Smaragdis",http://arxiv.org/pdf/1502.04149v4,"IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol.23, no.12, pp.2136-2147, Dec. 2015",none,cs.SD,Summary9122,1502.04956v2,2015-02-17T16:49:23Z,The Linearization of Belief Propagation on Pairwise Markov Networks,Wolfgang Gatterbauer,http://arxiv.org/pdf/1502.04956v2,No journal ref found,none,cs.AI,Summary9123,1502.05696v3,2015-02-19T20:42:55Z,Approval Voting and Incentives in Crowdsourcing,"Nihar B. Shah, Dengyong Zhou, Yuval Peres",http://arxiv.org/pdf/1502.05696v3,No journal ref found,none,cs.GT,Summary9124,1502.06132v1,2015-02-21T19:11:23Z,Universal Memory Architectures for Autonomous Machines,"Dan P. Guralnik, Daniel E. Koditschek",http://arxiv.org/pdf/1502.06132v1,No journal ref found,none,cs.AI,Summary9125,1503.02578v2,2015-03-09T17:40:08Z,Modeling State-Conditional Observation Distribution using Weighted Stereo Samples for Factorial Speech Processing Models,"Mahdi Khademian, Mohammad Mehdi Homayounpour",http://arxiv.org/pdf/1503.02578v2,No journal ref found,none,cs.LG,Summary9126,1503.05140v2,2015-03-17T17:55:22Z,ProtVec: A Continuous Distributed Representation of Biological Sequences,"Ehsaneddin Asgari, Mohammad R. K. Mofrad",http://arxiv.org/pdf/1503.05140v2,"PLoS ONE 10(11): e0141287, 2015",none,q-bio.QM,Summary9127,1503.06572v1,2015-03-23T09:37:33Z,A Machine Learning Approach to Predicting the Smoothed Complexity of Sorting Algorithms,"Bichen Shi, Michel Schellekens, Georgiana Ifrim",http://arxiv.org/pdf/1503.06572v1,No journal ref found,none,cs.LG,Summary9128,1504.03071v2,2015-04-13T06:25:42Z,Robobarista: Object Part based Transfer of Manipulation Trajectories from Crowd-sourcing in 3D Pointclouds,"Jaeyong Sung, Seok Hyun Jin, Ashutosh Saxena",http://arxiv.org/pdf/1504.03071v2,No journal ref found,none,cs.RO,Summary9129,1504.05811v1,2015-04-22T14:06:06Z,Learning of Behavior Trees for Autonomous Agents,"Michele Colledanchise, Ramviyas Parasuraman, Petter Ögren",http://arxiv.org/pdf/1504.05811v1,No journal ref found,none,cs.RO,Summary9130,1504.06341v1,2015-04-23T20:49:16Z,Strategic Teaching and Learning in Games,Burkhard C. Schipper,http://arxiv.org/pdf/1504.06341v1,No journal ref found,none,cs.GT,Summary9131,1506.00935v1,2015-06-02T16:01:46Z,Discovering Valuable Items from Massive Data,"Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause",http://arxiv.org/pdf/1506.00935v1,No journal ref found,none,cs.LG,Summary9132,1506.02312v1,2015-06-07T20:52:31Z,A Framework for Constrained and Adaptive Behavior-Based Agents,"Renato de Pontes Pereira, Paulo Martins Engel",http://arxiv.org/pdf/1506.02312v1,No journal ref found,none,cs.AI,Summary9133,1506.05908v1,2015-06-19T08:29:00Z,Deep Knowledge Tracing,"Chris Piech, Jonathan Spencer, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas Guibas, Jascha Sohl-Dickstein",http://arxiv.org/pdf/1506.05908v1,No journal ref found,none,cs.AI,Summary9134,1507.00407v5,2015-07-02T01:55:40Z,Fast Convergence of Regularized Learning in Games,"Vasilis Syrgkanis, Alekh Agarwal, Haipeng Luo, Robert E. Schapire",http://arxiv.org/pdf/1507.00407v5,No journal ref found,none,cs.GT,Summary9135,1507.01269v1,2015-07-05T20:23:22Z,Semi-supervised Multi-sensor Classification via Consensus-based Multi-View Maximum Entropy Discrimination,"Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III",http://arxiv.org/pdf/1507.01269v1,No journal ref found,none,cs.IT,Summary9136,1507.02347v1,2015-07-09T02:10:03Z,Achieving Synergy in Cognitive Behavior of Humanoids via Deep Learning of Dynamic Visuo-Motor-Attentional Coordination,"Jungsik Hwang, Minju Jung, Naveen Madapana, Jinhyung Kim, Minkyu Choi, Jun Tani",http://arxiv.org/pdf/1507.02347v1,No journal ref found,none,cs.AI,Summary9137,1507.03719v2,2015-07-14T04:46:01Z,A New Framework for Distributed Submodular Maximization,"Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward",http://arxiv.org/pdf/1507.03719v2,No journal ref found,none,cs.DS,Summary9138,1507.04121v1,2015-07-15T08:37:52Z,Solomonoff Induction Violates Nicods Criterion,"Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1507.04121v1,No journal ref found,none,cs.LG,Summary9139,1507.04285v1,2015-07-15T16:32:03Z,Learning Action Models: Qualitative Approach,"Thomas Bolander, Nina Gierasimczuk",http://arxiv.org/pdf/1507.04285v1,No journal ref found,none,cs.LG,Summary9140,1507.08482v1,2015-07-30T12:58:14Z,Framework for learning agents in quantum environments,"Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel",http://arxiv.org/pdf/1507.08482v1,No journal ref found,none,quant-ph,Summary9141,1508.03846v1,2015-08-16T16:57:20Z,Schema Independent Relational Learning,"Jose Picado, Arash Termehchy, Alan Fern",http://arxiv.org/pdf/1508.03846v1,No journal ref found,none,cs.DB,Summary9142,1509.01815v1,2015-09-06T14:25:45Z,Research: Analysis of Transport Model that Approximates Decision Takers Preferences,Valery Vilisov,http://arxiv.org/pdf/1509.01815v1,No journal ref found,none,cs.LG,Summary9143,1509.03044v2,2015-09-10T07:45:30Z,Recurrent Reinforcement Learning: A Hybrid Approach,"Xiujun Li, Lihong Li, Jianfeng Gao, Xiaodong He, Jianshu Chen, Li Deng, Ji He",http://arxiv.org/pdf/1509.03044v2,No journal ref found,none,cs.LG,Summary9144,1509.06279v1,2015-09-18T12:47:09Z,Sports highlights generation based on acoustic events detection: A rugby case study,"Anant Baijal, Jaeyoun Cho, Woojung Lee, Byeong-Seob Ko",http://arxiv.org/pdf/1509.06279v1,No journal ref found,none,cs.SD,Summary9145,1511.00043v3,2015-10-30T22:27:25Z,Learning Adversary Behavior in Security Games: A PAC Model Perspective,"Arunesh Sinha, Debarun Kar, Milind Tambe",http://arxiv.org/pdf/1511.00043v3,No journal ref found,none,cs.AI,Summary9146,1511.00725v2,2015-11-02T22:04:00Z,Galaxy-X: A Novel Approach for Multi-class Classification in an Open Universe,"Wajdi Dhifli, Abdoulaye Baniré Diallo",http://arxiv.org/pdf/1511.00725v2,No journal ref found,none,cs.LG,Summary9147,1511.01411v6,2015-11-04T17:39:30Z,"Learning in Auctions: Regret is Hard, Envy is Easy","Constantinos Daskalakis, Vasilis Syrgkanis",http://arxiv.org/pdf/1511.01411v6,No journal ref found,none,cs.GT,Summary9148,1511.04137v2,2015-11-13T01:59:35Z,Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling,"Lin Chen, Forrest W. Crawford, Amin Karbasi",http://arxiv.org/pdf/1511.04137v2,No journal ref found,none,cs.SI,Summary9149,1511.08779v1,2015-11-27T20:01:45Z,Multiagent Cooperation and Competition with Deep Reinforcement Learning,"Ardi Tampuu, Tambet Matiisen, Dorian Kodelja, Ilya Kuzovkin, Kristjan Korjus, Juhan Aru, Jaan Aru, Raul Vicente",http://arxiv.org/pdf/1511.08779v1,No journal ref found,none,cs.AI,Summary9150,1511.08967v1,2015-11-29T04:33:51Z,Robotic Search & Rescue via Online Multi-task Reinforcement Learning,Lisa Lee,http://arxiv.org/pdf/1511.08967v1,No journal ref found,none,cs.AI,Summary9151,1512.00573v1,2015-12-02T04:32:02Z,Object-based World Modeling in Semi-Static Environments with Dependent Dirichlet-Process Mixtures,"Lawson L. S. Wong, Thanard Kurutach, Leslie Pack Kaelbling, Tomás Lozano-Pérez",http://arxiv.org/pdf/1512.00573v1,No journal ref found,none,cs.AI,Summary9152,1512.01110v2,2015-12-03T15:16:19Z,Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization,"Yang Song, Jun Zhu",http://arxiv.org/pdf/1512.01110v2,No journal ref found,none,cs.NA,Summary9153,1512.01124v2,2015-12-03T15:51:30Z,Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions,"Peter Sunehag, Richard Evans, Gabriel Dulac-Arnold, Yori Zwols, Daniel Visentin, Ben Coppin",http://arxiv.org/pdf/1512.01124v2,No journal ref found,none,cs.AI,Summary9154,1512.01629v2,2015-12-05T06:39:32Z,Risk-Constrained Reinforcement Learning with Percentile Risk Criteria,"Yinlam Chow, Mohammad Ghavamzadeh, Lucas Janson, Marco Pavone",http://arxiv.org/pdf/1512.01629v2,No journal ref found,none,cs.AI,Summary9155,1601.00626v1,2016-01-04T20:05:19Z,Scalable Models for Computing Hierarchies in Information Networks,"Baoxu Shi, Tim Weninger",http://arxiv.org/pdf/1601.00626v1,No journal ref found,none,cs.AI,Summary9156,1601.00741v1,2016-01-05T05:47:09Z,Learning Preferences for Manipulation Tasks from Online Coactive Feedback,"Ashesh Jain, Shikhar Sharma, Thorsten Joachims, Ashutosh Saxena",http://arxiv.org/pdf/1601.00741v1,No journal ref found,none,cs.RO,Summary9157,1601.02705v1,2016-01-12T00:56:30Z,Robobarista: Learning to Manipulate Novel Objects via Deep Multimodal Embedding,"Jaeyong Sung, Seok Hyun Jin, Ian Lenz, Ashutosh Saxena",http://arxiv.org/pdf/1601.02705v1,No journal ref found,none,cs.RO,Summary9158,1601.03778v2,2016-01-14T23:13:00Z,Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs,"Baichuan Zhang, Sutanay Choudhury, Mohammad Al Hasan, Xia Ning, Khushbu Agarwal, Sumit Purohit, Paola Pesntez Cabrera",http://arxiv.org/pdf/1601.03778v2,No journal ref found,none,cs.LG,Summary9159,1601.07358v1,2016-01-27T13:31:38Z,Quantum machine learning with glow for episodic tasks and decision games,"Jens Clausen, Hans J. Briegel",http://arxiv.org/pdf/1601.07358v1,No journal ref found,none,quant-ph,Summary9160,1602.02334v3,2016-02-07T03:06:40Z,ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution,"Zeinab Bahmani, Leopoldo Bertossi, Nikolaos Vasiloglou",http://arxiv.org/pdf/1602.02334v3,No journal ref found,none,cs.DB,Summary9161,1602.03779v12,2016-02-11T15:55:59Z,Network of Bandits insure Privacy of end-users,Raphaël Féraud,http://arxiv.org/pdf/1602.03779v12,No journal ref found,none,cs.AI,Summary9162,1602.04435v1,2016-02-14T09:58:39Z,Random Forest Based Approach for Concept Drift Handling,"A. Zhukov, D. Sidorov, A. Foley",http://arxiv.org/pdf/1602.04435v1,No journal ref found,none,cs.AI,Summary9163,1602.05352v2,2016-02-17T09:58:25Z,Recommendations as Treatments: Debiasing Learning and Evaluation,"Tobias Schnabel, Adith Swaminathan, Ashudeep Singh, Navin Chandak, Thorsten Joachims",http://arxiv.org/pdf/1602.05352v2,No journal ref found,none,cs.LG,Summary9164,1602.06522v1,2016-02-21T12:39:58Z,Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space,"Josephine Maria Thomas, Alessandro Muscoloni, Sara Ciucci, Ginestra Bianconi, Carlo Vittorio Cannistraci",http://arxiv.org/pdf/1602.06522v1,No journal ref found,none,cond-mat.dis-nn,Summary9165,1602.07029v1,2016-02-23T04:20:40Z,Latent Skill Embedding for Personalized Lesson Sequence Recommendation,"Siddharth Reddy, Igor Labutov, Thorsten Joachims",http://arxiv.org/pdf/1602.07029v1,No journal ref found,none,cs.LG,Summary9166,1602.07985v1,2016-02-25T16:37:57Z,How effective can simple ordinal peer grading be?,"Ioannis Caragiannis, George A. Krimpas, Alexandros A. Voudouris",http://arxiv.org/pdf/1602.07985v1,No journal ref found,none,cs.AI,Summary9167,1603.00448v3,2016-03-01T20:35:56Z,Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization,"Chelsea Finn, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1603.00448v3,No journal ref found,none,cs.LG,Summary9168,1603.00748v1,2016-03-02T15:28:25Z,Continuous Deep Q-Learning with Model-based Acceleration,"Shixiang Gu, Timothy Lillicrap, Ilya Sutskever, Sergey Levine",http://arxiv.org/pdf/1603.00748v1,No journal ref found,none,cs.LG,Summary9169,1603.01121v2,2016-03-03T15:01:54Z,Deep Reinforcement Learning from Self-Play in Imperfect-Information Games,"Johannes Heinrich, David Silver",http://arxiv.org/pdf/1603.01121v2,No journal ref found,none,cs.LG,Summary9170,1603.01840v1,2016-03-06T16:30:34Z,Hierarchical Decision Making In Electricity Grid Management,"Gal Dalal, Elad Gilboa, Shie Mannor",http://arxiv.org/pdf/1603.01840v1,No journal ref found,none,cs.AI,Summary9171,1603.02038v1,2016-03-07T12:51:43Z,Unscented Bayesian Optimization for Safe Robot Grasping,"José Nogueira, Ruben Martinez-Cantin, Alexandre Bernardino, Lorenzo Jamone",http://arxiv.org/pdf/1603.02038v1,No journal ref found,none,cs.RO,Summary9172,1603.02626v2,2016-03-05T17:49:03Z,UTA-poly and UTA-splines: additive value functions with polynomial marginals,"Olivier Sobrie, Nicolas Gillis, Vincent Mousseau, Marc Pirlot",http://arxiv.org/pdf/1603.02626v2,No journal ref found,none,math.OC,Summary9173,1603.03515v2,2016-03-11T04:18:48Z,Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting,"Lin Chen, Hamed Hassani, Amin Karbasi",http://arxiv.org/pdf/1603.03515v2,No journal ref found,none,cs.AI,Summary9174,1603.03833v2,2016-03-12T00:47:38Z,Learning real manipulation tasks from virtual demonstrations using LSTM,"Rouhollah Rahmatizadeh, Pooya Abolghasemi, Aman Behal, Ladislau Bölöni",http://arxiv.org/pdf/1603.03833v2,No journal ref found,none,cs.RO,Summary9175,1603.04259v3,2016-03-14T13:37:03Z,Item2Vec: Neural Item Embedding for Collaborative Filtering,"Oren Barkan, Noam Koenigstein",http://arxiv.org/pdf/1603.04259v3,No journal ref found,none,cs.LG,Summary9176,1603.06129v1,2016-03-19T18:43:28Z,Automated Correction for Syntax Errors in Programming Assignments using Recurrent Neural Networks,"Sahil Bhatia, Rishabh Singh",http://arxiv.org/pdf/1603.06129v1,No journal ref found,none,cs.PL,Summary9177,1604.04558v1,2016-04-15T16:27:38Z,Accessing accurate documents by mining auxiliary document information,"Jinju Joby, Jyothi Korra",http://arxiv.org/pdf/1604.04558v1,No journal ref found,none,cs.IR,Summary9178,1604.05280v4,2016-04-18T19:04:59Z,Asymptotic Convergence in Online Learning with Unbounded Delays,"Scott Garrabrant, Nate Soares, Jessica Taylor",http://arxiv.org/pdf/1604.05280v4,No journal ref found,none,cs.LG,Summary9179,1604.05288v3,2016-04-18T19:37:46Z,Inductive Coherence,"Scott Garrabrant, Benya Fallenstein, Abram Demski, Nate Soares",http://arxiv.org/pdf/1604.05288v3,No journal ref found,none,cs.AI,Summary9180,1604.06778v3,2016-04-22T18:57:24Z,Benchmarking Deep Reinforcement Learning for Continuous Control,"Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel",http://arxiv.org/pdf/1604.06778v3,No journal ref found,none,cs.LG,Summary9181,1605.02046v1,2016-05-06T19:17:33Z,Low-Complexity Stochastic Generalized Belief Propagation,"Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad",http://arxiv.org/pdf/1605.02046v1,No journal ref found,none,cs.LG,Summary9182,1605.06450v1,2016-05-20T17:40:16Z,Query-Efficient Imitation Learning for End-to-End Autonomous Driving,"Jiakai Zhang, Kyunghyun Cho",http://arxiv.org/pdf/1605.06450v1,No journal ref found,none,cs.LG,Summary9183,1605.06523v2,2016-05-20T20:10:46Z,TensorLog: A Differentiable Deductive Database,William W. Cohen,http://arxiv.org/pdf/1605.06523v2,No journal ref found,none,cs.AI,Summary9184,1605.06676v2,2016-05-21T17:20:04Z,Learning to Communicate with Deep Multi-Agent Reinforcement Learning,"Jakob N. Foerster, Yannis M. Assael, Nando de Freitas, Shimon Whiteson",http://arxiv.org/pdf/1605.06676v2,No journal ref found,none,cs.AI,Summary9185,1605.07246v4,2016-05-24T00:48:28Z,Adaptive ADMM with Spectral Penalty Parameter Selection,"Zheng Xu, Mario A. T. Figueiredo, Tom Goldstein",http://arxiv.org/pdf/1605.07246v4,No journal ref found,none,cs.LG,Summary9186,1605.09293v1,2016-05-30T16:01:51Z,Internal Guidance for Satallax,"Michael Färber, Chad Brown",http://arxiv.org/pdf/1605.09293v1,No journal ref found,none,cs.LO,Summary9187,1606.01412v1,2016-06-04T20:06:03Z,Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture,"Krzysztof Krawiec, Jerry Swan",http://arxiv.org/pdf/1606.01412v1,No journal ref found,none,cs.AI,Summary9188,1606.04442v2,2016-06-14T16:27:41Z,DeepMath - Deep Sequence Models for Premise Selection,"Alex A. Alemi, Francois Chollet, Niklas Een, Geoffrey Irving, Christian Szegedy, Josef Urban",http://arxiv.org/pdf/1606.04442v2,No journal ref found,none,cs.AI,Summary9189,1606.05427v1,2016-06-17T06:52:32Z,Proceedings First International Workshop on Hammers for Type Theories,"Jasmin Christian Blanchette, Cezary Kaliszyk",http://arxiv.org/pdf/1606.05427v1,"EPTCS 210, 2016",none,cs.LO,Summary9190,1606.05735v2,2016-06-18T10:06:44Z,A Comparative Analysis of classification data mining techniques : Deriving key factors useful for predicting students performance,"Muhammed Salman Shamsi, Jhansi Lakshmi",http://arxiv.org/pdf/1606.05735v2,No journal ref found,none,cs.LG,Summary9191,1606.07487v2,2016-06-23T21:36:36Z,The VGLC: The Video Game Level Corpus,"Adam James Summerville, Sam Snodgrass, Michael Mateas, Santiago Ontañón",http://arxiv.org/pdf/1606.07487v2,No journal ref found,none,cs.HC,Summary9192,1606.07722v1,2016-06-24T15:25:55Z,Neural Network Based Next-Song Recommendation,"Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang, Tai-Shih Chi",http://arxiv.org/pdf/1606.07722v1,No journal ref found,none,cs.IR,Summary9193,1606.08362v1,2016-06-27T16:44:44Z,A Reduction for Optimizing Lattice Submodular Functions with Diminishing Returns,"Alina Ene, Huy L. Nguyen",http://arxiv.org/pdf/1606.08362v1,No journal ref found,none,cs.DS,Summary9194,1606.08866v1,2016-06-28T20:04:07Z,Technical Report: Towards a Universal Code Formatter through Machine Learning,"Terence Parr, Jurgin Vinju",http://arxiv.org/pdf/1606.08866v1,No journal ref found,none,cs.PL,Summary9195,1606.08928v1,2016-06-29T01:05:36Z,subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs,"Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, Santhoshkumar Saminathan",http://arxiv.org/pdf/1606.08928v1,No journal ref found,none,cs.LG,Summary9196,1606.09581v2,2016-06-28T07:00:07Z,Performance Based Evaluation of Various Machine Learning Classification Techniques for Chronic Kidney Disease Diagnosis,"Sahil Sharma, Vinod Sharma, Atul Sharma",http://arxiv.org/pdf/1606.09581v2,"International Journal of Modern Computer Science, Vol.4, Issue3, June 2016, pp.11-16",none,cs.LG,Summary9197,1607.00087v2,2016-07-01T00:54:10Z,Fractal Dimension Pattern Based Multiresolution Analysis for Rough Estimator of Person-Dependent Audio Emotion Recognition,"Miao Cheng, Ah Chung Tsoi",http://arxiv.org/pdf/1607.00087v2,No journal ref found,none,cs.AI,Summary9198,1607.00474v1,2016-07-02T07:41:45Z,Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks,"Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara, Lise Getoor",http://arxiv.org/pdf/1607.00474v1,No journal ref found,none,cs.SI,Summary9199,1607.01050v1,2016-07-04T21:21:59Z,Application of Statistical Relational Learning to Hybrid Recommendation Systems,"Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan",http://arxiv.org/pdf/1607.01050v1,No journal ref found,none,cs.AI,Summary9200,1607.02306v2,2016-07-08T10:42:43Z,CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection,"Huy Phan, Lars Hertel, Marco Maass, Philipp Koch, Alfred Mertins",http://arxiv.org/pdf/1607.02306v2,No journal ref found,none,cs.SD,Summary9201,1607.02444v1,2016-07-08T16:40:30Z,Explaining Deep Convolutional Neural Networks on Music Classification,"Keunwoo Choi, George Fazekas, Mark Sandler",http://arxiv.org/pdf/1607.02444v1,No journal ref found,none,cs.LG,Summary9202,1607.04379v1,2016-07-15T04:28:55Z,DeepQA: Improving the estimation of single protein model quality with deep belief networks,"Renzhi Cao, Debswapna Bhattacharya, Jie Hou, Jianlin Cheng",http://arxiv.org/pdf/1607.04379v1,No journal ref found,none,cs.AI,Summary9203,1607.07684v1,2016-07-26T13:23:20Z,The Price of Anarchy in Auctions,"Tim Roughgarden, Vasilis Syrgkanis, Eva Tardos",http://arxiv.org/pdf/1607.07684v1,No journal ref found,none,cs.GT,Summary9204,1608.00359v1,2016-08-01T09:09:04Z,Discovering Latent States for Model Learning: Applying Sensorimotor Contingencies Theory and Predictive Processing to Model Context,Nikolas J. Hemion,http://arxiv.org/pdf/1608.00359v1,No journal ref found,none,cs.RO,Summary9205,1608.00627v1,2016-08-01T21:53:04Z,Learning Transferable Policies for Monocular Reactive MAV Control,"Shreyansh Daftry, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1608.00627v1,No journal ref found,none,cs.RO,Summary9206,1608.00737v1,2016-08-02T08:57:14Z,Context Discovery for Model Learning in Partially Observable Environments,Nikolas J. Hemion,http://arxiv.org/pdf/1608.00737v1,No journal ref found,none,cs.RO,Summary9207,1609.03540v2,2016-09-12T19:24:14Z,ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data,"Babak Salimi, Dan Suciu",http://arxiv.org/pdf/1609.03540v2,No journal ref found,none,cs.DB,Summary9208,1609.05058v1,2016-09-16T14:00:51Z,A Formal Solution to the Grain of Truth Problem,"Jan Leike, Jessica Taylor, Benya Fallenstein",http://arxiv.org/pdf/1609.05058v1,No journal ref found,none,cs.AI,Summary9209,1609.06354v2,2016-09-20T20:56:07Z,Recognizing Detailed Human Context In-the-Wild from Smartphones and Smartwatches,"Yonatan Vaizman, Katherine Ellie, Gert Lanckriet",http://arxiv.org/pdf/1609.06354v2,No journal ref found,none,cs.AI,Summary9210,1609.06954v1,2016-09-21T08:17:40Z,"Semiring Programming: A Framework for Search, Inference and Learning","Vaishak Belle, Luc De Raedt",http://arxiv.org/pdf/1609.06954v1,No journal ref found,none,cs.AI,Summary9211,1609.07384v2,2016-09-23T14:35:17Z,Discovering Sound Concepts and Acoustic Relations In Text,"Anurag Kumar, Bhiksha Raj, Ndapandula Nakashole",http://arxiv.org/pdf/1609.07384v2,No journal ref found,none,cs.SD,Summary9212,1609.09001v1,2016-09-28T16:43:18Z,Learning from the Hindsight Plan -- Episodic MPC Improvement,"Aviv Tamar, Garrett Thomas, Tianhao Zhang, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1609.09001v1,No journal ref found,none,cs.RO,Summary9213,1610.00633v2,2016-10-03T16:52:10Z,Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates,"Shixiang Gu, Ethan Holly, Timothy Lillicrap, Sergey Levine",http://arxiv.org/pdf/1610.00633v2,No journal ref found,none,cs.RO,Summary9214,1610.00673v1,2016-10-03T18:54:00Z,Collective Robot Reinforcement Learning with Distributed Asynchronous Guided Policy Search,"Ali Yahya, Adrian Li, Mrinal Kalakrishnan, Yevgen Chebotar, Sergey Levine",http://arxiv.org/pdf/1610.00673v1,No journal ref found,none,cs.LG,Summary9215,1610.01283v4,2016-10-05T06:51:58Z,EPOpt: Learning Robust Neural Network Policies Using Model Ensembles,"Aravind Rajeswaran, Sarvjeet Ghotra, Balaraman Ravindran, Sergey Levine",http://arxiv.org/pdf/1610.01283v4,No journal ref found,none,cs.LG,Summary9216,1610.02828v1,2016-10-10T09:55:14Z,Ranking academic institutions on potential paper acceptance in upcoming conferences,"Jobin Wilson, Ram Mohan, Muhammad Arif, Santanu Chaudhury, Brejesh Lall",http://arxiv.org/pdf/1610.02828v1,No journal ref found,none,cs.AI,Summary9217,1610.02876v1,2016-10-10T12:12:46Z,Heuristic Approaches for Generating Local Process Models through Log Projections,"Niek Tax, Natalia Sidorova, Wil M. P. van der Aalst, Reinder Haakma",http://arxiv.org/pdf/1610.02876v1,No journal ref found,none,cs.LG,Summary9218,1610.03518v1,2016-10-11T20:24:31Z,Transfer from Simulation to Real World through Learning Deep Inverse Dynamics Model,"Paul Christiano, Zain Shah, Igor Mordatch, Jonas Schneider, Trevor Blackwell, Joshua Tobin, Pieter Abbeel, Wojciech Zaremba",http://arxiv.org/pdf/1610.03518v1,No journal ref found,none,cs.RO,Summary9219,1610.04154v2,2016-10-13T16:17:07Z,An Information Theoretic Feature Selection Framework for Big Data under Apache Spark,"Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera",http://arxiv.org/pdf/1610.04154v2,No journal ref found,none,cs.AI,Summary9220,1610.08251v1,2016-10-26T09:35:11Z,Quantum-enhanced machine learning,"Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel",http://arxiv.org/pdf/1610.08251v1,"Phys. Rev. Lett. 117, 130501 (2016)",none,quant-ph,Summary9221,1610.08500v1,2016-10-26T19:49:09Z,Synthesis of Shared Control Protocols with Provable Safety and Performance Guarantees,"Nils Jansen, Murat Cubuktepe, Ufuk Topcu",http://arxiv.org/pdf/1610.08500v1,No journal ref found,none,cs.RO,Summary9222,1611.04535v1,2016-11-14T19:22:21Z,"Learning the best algorithm for max-cut, clustering, and other partitioning problems","Maria-Florina Balcan, Vaishnavh Nagarajan, Ellen Vitercik, Colin White",http://arxiv.org/pdf/1611.04535v1,No journal ref found,none,cs.DS,Summary9223,1611.05416v2,2016-11-16T19:42:40Z,Composing Music with Grammar Argumented Neural Networks and Note-Level Encoding,"Zheng Sun, Jiaqi Liu, Zewang Zhang, Jingwen Chen, Zhao Huo, Ching Hua Lee, Xiao Zhang",http://arxiv.org/pdf/1611.05416v2,No journal ref found,none,cs.LG,Summary9224,1611.05990v1,2016-11-18T06:30:09Z,Monte Carlo Connection Prover,"Michael Färber, Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1611.05990v1,No journal ref found,none,cs.LO,Summary9225,1611.06221v1,2016-11-18T20:54:03Z,"Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations and Reductions","Stephan Bongers, Jonas Peters, Bernhard Schölkopf, Joris M. Mooij",http://arxiv.org/pdf/1611.06221v1,No journal ref found,none,stat.ME,Summary9226,1611.06439v1,2016-11-19T22:46:13Z,A Survey of Credit Card Fraud Detection Techniques: Data and Technique Oriented Perspective,"SamanehSorournejad, Zahra Zojaji, Reza Ebrahimi Atani, Amir Hassan Monadjemi",http://arxiv.org/pdf/1611.06439v1,No journal ref found,none,cs.CR,Summary9227,1611.08666v1,2016-11-26T06:25:08Z,Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning,"Heriberto Cuayáhuitl, Guillaume Couly, Clément Olalainty",http://arxiv.org/pdf/1611.08666v1,No journal ref found,none,cs.LG,Summary9228,1611.08733v1,2016-11-26T18:48:43Z,BliStrTune: Hierarchical Invention of Theorem Proving Strategies,"Jan Jakubuv, Josef Urban",http://arxiv.org/pdf/1611.08733v1,No journal ref found,none,cs.LO,Summary9229,1611.10252v1,2016-11-29T18:11:00Z,SeDMiD for Confusion Detection: Uncovering Mind State from Time Series Brain Wave Data,"Jingkang Yang, Haohan Wang, Jun Zhu, Eric P. Xing",http://arxiv.org/pdf/1611.10252v1,No journal ref found,none,q-bio.NC,Summary9230,1612.00108v2,2016-12-01T01:43:24Z,When to Reset Your Keys: Optimal Timing of Security Updates via Learning,"Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra",http://arxiv.org/pdf/1612.00108v2,No journal ref found,none,cs.LG,Summary9231,1612.00429v1,2016-12-01T20:48:39Z,Generalizing Skills with Semi-Supervised Reinforcement Learning,"Chelsea Finn, Tianhe Yu, Justin Fu, Pieter Abbeel, Sergey Levine",http://arxiv.org/pdf/1612.00429v1,No journal ref found,none,cs.LG,Summary9232,1612.01058v1,2016-12-04T03:36:51Z,Algorithmic Songwriting with ALYSIA,"Margareta Ackerman, David Loker",http://arxiv.org/pdf/1612.01058v1,No journal ref found,none,cs.AI,Summary9233,1612.01078v1,2016-12-04T06:59:14Z,Enhancing Use Case Points Estimation Method Using Soft Computing Techniques,"Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho",http://arxiv.org/pdf/1612.01078v1,No journal ref found,none,cs.SE,Summary9234,1612.01086v1,2016-12-04T08:28:38Z,Deep Learning of Robotic Tasks using Strong and Weak Human Supervision,"Bar Hilleli, Ran El-Yaniv",http://arxiv.org/pdf/1612.01086v1,No journal ref found,none,cs.AI,Summary9235,1612.02739v1,2016-12-08T17:40:57Z,Controlling Robot Morphology from Incomplete Measurements,"Martin Pecka, Karel Zimmermann, Michal Reinštein, Tomáš Svoboda",http://arxiv.org/pdf/1612.02739v1,No journal ref found,none,cs.RO,Summary9236,1612.03211v2,2016-12-09T23:01:12Z,DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning,"Rajendra Rana Bhat, Vivek Viswanath, Xiaolin Li",http://arxiv.org/pdf/1612.03211v2,No journal ref found,none,cs.AI,Summary9237,1612.03789v1,2016-12-12T17:06:19Z,A Unit Selection Methodology for Music Generation Using Deep Neural Networks,"Mason Bretan, Gil Weinberg, Larry Heck",http://arxiv.org/pdf/1612.03789v1,No journal ref found,none,cs.SD,Summary9238,1612.04318v1,2016-12-13T18:56:03Z,Incorporating Human Domain Knowledge into Large Scale Cost Function Learning,"Markus Wulfmeier, Dushyant Rao, Ingmar Posner",http://arxiv.org/pdf/1612.04318v1,No journal ref found,none,cs.RO,Summary9239,1612.05533v2,2016-12-16T16:15:26Z,Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments,"Jingwei Zhang, Jost Tobias Springenberg, Joschka Boedecker, Wolfram Burgard",http://arxiv.org/pdf/1612.05533v2,No journal ref found,none,cs.RO,Summary9240,1612.05729v1,2016-12-17T10:50:41Z,Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation,"Mirko Polato, Fabio Aiolli",http://arxiv.org/pdf/1612.05729v1,No journal ref found,none,cs.IR,Summary9241,1612.06340v2,2016-12-19T20:40:19Z,Computing Human-Understandable Strategies,"Sam Ganzfried, Farzana Yusuf",http://arxiv.org/pdf/1612.06340v2,No journal ref found,none,cs.GT,Summary9242,1612.07139v3,2016-12-21T14:31:47Z,Deep-learning in Mobile Robotics - from Perception to Control Systems: A Survey on Why and Why not,"Lei Tai, Ming Liu",http://arxiv.org/pdf/1612.07139v3,No journal ref found,none,cs.RO,Summary9243,1612.08967v1,2016-12-28T19:53:08Z,Efficient iterative policy optimization,Nicolas Le Roux,http://arxiv.org/pdf/1612.08967v1,No journal ref found,none,cs.AI,Summary9244,1701.00877v2,2017-01-04T00:45:37Z,On the Usability of Probably Approximately Correct Implication Bases,"Daniel Borchmann, Tom Hanika, Sergei Obiedkov",http://arxiv.org/pdf/1701.00877v2,No journal ref found,none,cs.AI,Summary9245,1701.01302v2,2017-01-05T13:00:05Z,Toward negotiable reinforcement learning: shifting priorities in Pareto optimal sequential decision-making,Andrew Critch,http://arxiv.org/pdf/1701.01302v2,No journal ref found,none,cs.AI,Summary9246,1701.01497v1,2017-01-05T23:01:08Z,Learning local trajectories for high precision robotic tasks : application to KUKA LBR iiwa Cartesian positioning,"Joris Guerin, Olivier Gibaru, Eric Nyiri, Stephane Thiery",http://arxiv.org/pdf/1701.01497v1,"Industrial Electronics Society, IECON 2016-42nd Annual Conference of the IEEE Pages 5316--5321",none,cs.AI,Summary9247,1701.02490v2,2017-01-10T09:30:29Z,Real-Time Bidding by Reinforcement Learning in Display Advertising,"Han Cai, Kan Ren, Weinan Zhang, Kleanthis Malialis, Jun Wang, Yong Yu, Defeng Guo",http://arxiv.org/pdf/1701.02490v2,No journal ref found,none,cs.LG,Summary9248,1701.03162v1,2016-12-10T06:30:25Z,Real-time eSports Match Result Prediction,"Yifan Yang, Tian Qin, Yu-Heng Lei",http://arxiv.org/pdf/1701.03162v1,No journal ref found,none,stat.AP,Summary9249,1701.03360v1,2017-01-10T20:03:37Z,Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition,"Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee",http://arxiv.org/pdf/1701.03360v1,No journal ref found,none,cs.LG,Summary9250,1701.04222v1,2017-01-16T10:04:05Z,Achieving Privacy in the Adversarial Multi-Armed Bandit,"Aristide C. Y. Tossou, Christos Dimitrakakis",http://arxiv.org/pdf/1701.04222v1,No journal ref found,none,cs.LG,Summary9251,1701.06075v1,2017-01-21T19:47:38Z,Label Propagation on K-partite Graphs with Heterophily,"Dingxiong Deng, Fan Bai, Yiqi Tang, Shuigeng Zhou, Cyrus Shahabi, Linhong Zhu",http://arxiv.org/pdf/1701.06075v1,No journal ref found,none,cs.LG,Summary9252,1701.06532v1,2017-01-23T18:03:52Z,ENIGMA: Efficient Learning-based Inference Guiding Machine,"Jan Jakubův, Josef Urban",http://arxiv.org/pdf/1701.06532v1,No journal ref found,none,cs.LO,Summary9253,1701.06972v1,2017-01-24T16:39:05Z,Deep Network Guided Proof Search,"Sarah Loos, Geoffrey Irving, Christian Szegedy, Cezary Kaliszyk",http://arxiv.org/pdf/1701.06972v1,No journal ref found,none,cs.AI,Summary9254,1701.07204v2,2017-01-25T08:44:04Z,"Fast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1D","Allan Grønlund, Kasper Green Larsen, Alexander Mathiasen, Jesper Sindahl Nielsen, Stefan Schneider, Mingzhou Song",http://arxiv.org/pdf/1701.07204v2,No journal ref found,none,cs.DS,Summary9255,1701.08744v1,2017-01-30T18:32:59Z,Click Through Rate Prediction for Contextual Advertisment Using Linear Regression,"Muhammad Junaid Effendi, Syed Abbas Ali",http://arxiv.org/pdf/1701.08744v1,No journal ref found,none,cs.IR,Summary9256,1702.00020v1,2017-01-31T19:07:43Z,"Towards ""AlphaChem"": Chemical Synthesis Planning with Tree Search and Deep Neural Network Policies","Marwin Segler, Mike Preuß, Mark P. Waller",http://arxiv.org/pdf/1702.00020v1,No journal ref found,none,cs.AI,Summary9257,1702.01205v1,2017-02-03T23:44:02Z,Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data,"Shumeet Baluja, Michele Covell, Rahul Sukthankar",http://arxiv.org/pdf/1702.01205v1,No journal ref found,none,cs.AI,Summary9258,1702.01208v1,2017-02-03T23:56:58Z,A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution,"Arya Mazumdar, Barna Saha",http://arxiv.org/pdf/1702.01208v1,No journal ref found,none,cs.DB,Summary9259,1702.02817v1,2017-02-09T12:58:23Z,Graph Based Relational Features for Collective Classification,"Immanuel Bayer, Uwe Nagel, Steffen Rendle",http://arxiv.org/pdf/1702.02817v1,No journal ref found,none,cs.IR,Summary9260,1702.03037v1,2017-02-10T01:48:40Z,Multi-agent Reinforcement Learning in Sequential Social Dilemmas,"Joel Z. Leibo, Vinicius Zambaldi, Marc Lanctot, Janusz Marecki, Thore Graepel",http://arxiv.org/pdf/1702.03037v1,No journal ref found,none,cs.MA,Summary9261,1702.05800v1,2017-02-19T21:51:48Z,Revisiting Distributed Synchronous SGD,"Xinghao Pan, Jianmin Chen, Rajat Monga, Samy Bengio, Rafal Jozefowicz",http://arxiv.org/pdf/1702.05800v1,No journal ref found,none,cs.DC,Summary9262,1702.05865v1,2017-02-20T05:51:18Z,Hemingway: Modeling Distributed Optimization Algorithms,"Xinghao Pan, Shivaram Venkataraman, Zizheng Tai, Joseph Gonzalez",http://arxiv.org/pdf/1702.05865v1,No journal ref found,none,cs.DC,Summary9263,1702.06329v1,2017-02-21T11:07:27Z,Towards a Common Implementation of Reinforcement Learning for Multiple Robotic Tasks,"Angel Martínez-Tenor, Juan Antonio Fernández-Madrigal, Ana Cruz-Martín, Javier González-Jiménez",http://arxiv.org/pdf/1702.06329v1,No journal ref found,none,cs.AI,Summary9264,1702.07450v1,2017-02-24T02:30:15Z,Strongly-Typed Agents are Guaranteed to Interact Safely,David Balduzzi,http://arxiv.org/pdf/1702.07450v1,No journal ref found,none,cs.LG,Summary9265,1702.08628v1,2017-02-28T03:23:20Z,Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies,"Isaac J. Sledge, Jose C. Principe",http://arxiv.org/pdf/1702.08628v1,No journal ref found,none,cs.LG,Summary9266,1702.08887v1,2017-02-28T17:56:41Z,Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning,"Jakob Foerster, Nantas Nardelli, Gregory Farquhar, Philip. H. S. Torr, Pushmeet Kohli, Shimon Whiteson",http://arxiv.org/pdf/1702.08887v1,No journal ref found,none,cs.AI,Summary9267,1703.00420v2,2017-03-01T18:10:20Z,Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation,"Lei Tai, Giuseppe Paolo, Ming Liu",http://arxiv.org/pdf/1703.00420v2,No journal ref found,none,cs.RO,Summary9268,1703.00484v1,2017-03-01T20:09:43Z,Truth and Regret in Online Scheduling,"Shuchi Chawla, Nikhil Devanur, Janardhan Kulkarni, Rad Niazadeh",http://arxiv.org/pdf/1703.00484v1,No journal ref found,none,cs.GT,Summary9269,1703.01946v2,2017-03-06T16:13:17Z,Metric Learning for Generalizing Spatial Relations to New Objects,"Oier Mees, Nichola Abdo, Mladen Mazuran, Wolfram Burgard",http://arxiv.org/pdf/1703.01946v2,No journal ref found,none,cs.RO,Summary9270,cs/0212031v1,2002-12-11T18:30:59Z,Contextual Normalization Applied to Aircraft Gas Turbine Engine Diagnosis,"Peter D. Turney, Michael Halasz",http://arxiv.org/pdf/cs/0212031v1,"Journal of Applied Intelligence, (1993), 3, 109-129",none,cs.LG,Summary9271,cs/0212040v1,2002-12-12T19:11:11Z,Data Engineering for the Analysis of Semiconductor Manufacturing Data,Peter D. Turney,http://arxiv.org/pdf/cs/0212040v1,"Proceedings of the IJCAI-95 Workshop on Data Engineering for Inductive Learning, Montreal, Quebec, (1995), 50-59",none,cs.LG,Summary9272,cs/0604011v2,2006-04-05T18:07:31Z,Semi-Supervised Learning -- A Statistical Physics Approach,"Gad Getz, Noam Shental, Eytan Domany",http://arxiv.org/pdf/cs/0604011v2,No journal ref found,none,cs.LG,Summary9273,0810.5573v1,2008-10-30T20:24:28Z,A branch-and-bound feature selection algorithm for U-shaped cost functions,"Marcelo Ris, Junior Barrera, David C. Martins Jr",http://arxiv.org/pdf/0810.5573v1,No journal ref found,none,cs.CV,Summary9274,0812.5064v2,2008-12-30T13:22:31Z,A Novel Clustering Algorithm Based Upon Games on Evolving Network,"Qiang Li, Zhuo Chen, Yan He, Jing-ping Jiang",http://arxiv.org/pdf/0812.5064v2,"Expert Systems with Applications, 2010",none,cs.LG,Summary9275,1001.0591v2,2010-01-04T22:21:08Z,Comparing Distributions and Shapes using the Kernel Distance,"Sarang Joshi, Raj Varma Kommaraju, Jeff M. Phillips, Suresh Venkatasubramanian",http://arxiv.org/pdf/1001.0591v2,No journal ref found,none,cs.CG,Summary9276,1003.0529v2,2010-03-02T09:11:44Z,A Unified Algorithmic Framework for Multi-Dimensional Scaling,"Arvind Agarwal, Jeff M. Phillips, Suresh Venkatasubramanian",http://arxiv.org/pdf/1003.0529v2,No journal ref found,none,cs.LG,Summary9277,1006.3679v1,2010-06-18T12:37:28Z,Segmentation of Natural Images by Texture and Boundary Compression,"Hossein Mobahi, Shankar R. Rao, Allen Y. Yang, Shankar S. Sastry, Yi Ma",http://arxiv.org/pdf/1006.3679v1,No journal ref found,none,cs.CV,Summary9278,1009.3802v3,2010-09-20T12:54:12Z,Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees,"Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong-Fah Cheong",http://arxiv.org/pdf/1009.3802v3,No journal ref found,none,cs.CV,Summary9279,1010.2955v6,2010-10-14T15:38:48Z,Robust Recovery of Subspace Structures by Low-Rank Representation,"Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma",http://arxiv.org/pdf/1010.2955v6,"IEEE Trans. Pattern Analysis and Machine Intelligence, 35(2013) 171-184",none,cs.IT,Summary9280,1107.5349v1,2011-07-26T22:29:35Z,Multi Layer Analysis,Luca Pinello,http://arxiv.org/pdf/1107.5349v1,No journal ref found,none,cs.CV,Summary9281,1206.0338v4,2012-06-02T02:44:05Z,Poisson noise reduction with non-local PCA,"Joseph Salmon, Zachary Harmany, Charles-Alban Deledalle, Rebecca Willett",http://arxiv.org/pdf/1206.0338v4,No journal ref found,none,cs.CV,Summary9282,1206.2058v1,2012-06-10T21:22:50Z,Dimension Reduction by Mutual Information Discriminant Analysis,Ali Shadvar,http://arxiv.org/pdf/1206.2058v1,No journal ref found,none,cs.CV,Summary9283,1206.6872v1,2012-06-27T16:30:05Z,A Self-Supervised Terrain Roughness Estimator for Off-Road Autonomous Driving,"David Stavens, Sebastian Thrun",http://arxiv.org/pdf/1206.6872v1,No journal ref found,none,cs.CV,Summary9284,1212.4522v2,2012-12-18T22:02:43Z,"A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics","Yunchao Gong, Qifa Ke, Michael Isard, Svetlana Lazebnik",http://arxiv.org/pdf/1212.4522v2,No journal ref found,none,cs.CV,Summary9285,1302.1772v1,2013-02-07T15:03:24Z,An ANN-based Method for Detecting Vocal Fold Pathology,"Vahid Majidnezhad, Igor Kheidorov",http://arxiv.org/pdf/1302.1772v1,"International Journal of Computer Applications 62(7):1-4, January 2013",none,cs.LG,Summary9286,0910.5932v1,2009-10-30T18:19:03Z,Metric and Kernel Learning using a Linear Transformation,"Prateek Jain, Brian Kulis, Jason V. Davis, Inderjit S. Dhillon",http://arxiv.org/pdf/0910.5932v1,No journal ref found,none,cs.LG,Summary9287,1002.0383v1,2010-02-02T02:30:22Z,Feature Level Clustering of Large Biometric Database,"Hunny Mehrotra, Dakshina Ranjan Kisku, V. Bhawani Radhika, Banshidhar Majhi, Phalguni Gupta",http://arxiv.org/pdf/1002.0383v1,No journal ref found,none,cs.CV,Summary9288,1104.2580v2,2011-04-13T18:59:52Z,"Hypothesize and Bound: A Computational Focus of Attention Mechanism for Simultaneous N-D Segmentation, Pose Estimation and Classification Using Shape Priors","Diego Rother, Simon Schütz, René Vidal",http://arxiv.org/pdf/1104.2580v2,No journal ref found,none,cs.CV,Summary9289,1104.4376v1,2011-04-22T02:27:45Z,Intent Inference and Syntactic Tracking with GMTI Measurements,"Alex Wang, Vikram Krishnamurthy, Bhashyam Balaji",http://arxiv.org/pdf/1104.4376v1,No journal ref found,none,stat.ME,Summary9290,1209.3433v1,2012-09-15T20:57:51Z,A Hajj And Umrah Location Classification System For Video Crowded Scenes,"Hossam M. Zawbaa, Salah A. Aly, Adnan A. Gutub",http://arxiv.org/pdf/1209.3433v1,No journal ref found,none,cs.CV,Summary9291,1211.1255v1,2012-11-06T15:15:48Z,Handwritten digit recognition by bio-inspired hierarchical networks,"Antonio G. Zippo, Giuliana Gelsomino, Sara Nencini, Gabriele E. M. Biella",http://arxiv.org/pdf/1211.1255v1,No journal ref found,none,cs.LG,Summary9292,1211.1690v1,2012-11-07T21:20:23Z,Learning Monocular Reactive UAV Control in Cluttered Natural Environments,"Stephane Ross, Narek Melik-Barkhudarov, Kumar Shaurya Shankar, Andreas Wendel, Debadeepta Dey, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1211.1690v1,No journal ref found,none,cs.RO,Summary9293,1301.2628v3,2013-01-11T23:08:15Z,Robust Text Detection in Natural Scene Images,"Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang, Hong-Wei Hao",http://arxiv.org/pdf/1301.2628v3,"IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 970-983, 2014",none,cs.CV,Summary9294,1301.3461v7,2013-01-15T19:32:20Z,Factorized Topic Models,"Cheng Zhang, Carl Henrik Ek, Andreas Damianou, Hedvig Kjellstrom",http://arxiv.org/pdf/1301.3461v7,No journal ref found,none,cs.LG,Summary9295,1301.3592v6,2013-01-16T05:33:56Z,Deep Learning for Detecting Robotic Grasps,"Ian Lenz, Honglak Lee, Ashutosh Saxena",http://arxiv.org/pdf/1301.3592v6,No journal ref found,none,cs.LG,Summary9296,1301.6791v6,2013-01-28T22:01:22Z,Guarantees of Total Variation Minimization for Signal Recovery,"Jian-Feng Cai, Weiyu Xu",http://arxiv.org/pdf/1301.6791v6,No journal ref found,none,cs.IT,Summary9297,1304.0035v1,2013-03-29T22:00:01Z,Translation-Invariant Shrinkage/Thresholding of Group Sparse Signals,"Po-Yu Chen, Ivan W. Selesnick",http://arxiv.org/pdf/1304.0035v1,No journal ref found,none,cs.CV,Summary9298,1304.1995v2,2013-04-07T13:15:17Z,Image Retrieval using Histogram Factorization and Contextual Similarity Learning,Liu Liang,http://arxiv.org/pdf/1304.1995v2,No journal ref found,none,cs.CV,Summary9299,1304.4077v2,2013-04-15T12:54:52Z,A new Bayesian ensemble of trees classifier for identifying multi-class labels in satellite images,"Reshu Agarwal, Pritam Ranjan, Hugh Chipman",http://arxiv.org/pdf/1304.4077v2,No journal ref found,none,stat.ME,Summary9300,1304.5063v2,2013-04-18T09:40:12Z,"Combinaison dinformation visuelle, conceptuelle, et contextuelle pour la construction automatique de hierarchies semantiques adaptees a lannotation dimages","Hichem Bannour, Céline Hudelot",http://arxiv.org/pdf/1304.5063v2,"RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle) Lyon, France pg. 462-469",none,cs.CV,Summary9301,1304.6899v1,2013-04-25T12:59:31Z,An implementation of the relational k-means algorithm,Balázs Szalkai,http://arxiv.org/pdf/1304.6899v1,No journal ref found,none,cs.LG,Summary9302,1309.4024v1,2013-09-16T16:32:35Z,The Cyborg Astrobiologist: Matching of Prior Textures by Image Compression for Geological Mapping and Novelty Detection,"P. C. McGuire, A. Bonnici, K. R. Bruner, C. Gross, J. Ormö, R. A. Smosna, S. Walter, L. Wendt",http://arxiv.org/pdf/1309.4024v1,"International Journal of Astrobiology, 13(03), pp. 191-202 (2014)",none,cs.CV,Summary9303,1309.7959v1,2013-09-19T07:10:53Z,Exploration and Exploitation in Visuomotor Prediction of Autonomous Agents,Laurens Bliek,http://arxiv.org/pdf/1309.7959v1,No journal ref found,none,cs.LG,Summary9304,1311.1406v1,2013-11-04T19:03:31Z,TOP-SPIN: TOPic discovery via Sparse Principal component INterference,"Martin Takáč, Selin Damla Ahipaşaoğlu, Ngai-Man Cheung, Peter Richtárik",http://arxiv.org/pdf/1311.1406v1,No journal ref found,none,cs.CV,Summary9305,1311.5947v1,2013-11-23T02:30:14Z,Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization,"Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter",http://arxiv.org/pdf/1311.5947v1,No journal ref found,none,cs.CV,Summary9306,1311.7662v1,2013-11-29T18:53:32Z,The Power of Asymmetry in Binary Hashing,"Behnam Neyshabur, Payman Yadollahpour, Yury Makarychev, Ruslan Salakhutdinov, Nathan Srebro",http://arxiv.org/pdf/1311.7662v1,No journal ref found,none,cs.LG,Summary9307,1405.6434v2,2014-05-25T22:35:19Z,Multi-view Metric Learning for Multi-view Video Summarization,"Yanwei Fu, Lingbo Wang, Yanwen Guo",http://arxiv.org/pdf/1405.6434v2,No journal ref found,none,cs.CV,Summary9308,1405.6563v1,2014-05-26T13:12:05Z,Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies,"Fabio Cuzzolin, Diana Mateus, Radu Horaud",http://arxiv.org/pdf/1405.6563v1,"International Journal of Computer Vision 112(1), 43-70, 2015",none,cs.CV,Summary9309,1409.2579v1,2014-09-09T11:46:40Z,A theoretical contribution to the fast implementation of null linear discriminant analysis method using random matrix multiplication with scatter matrices,"Ting-ting Feng, Gang Wu",http://arxiv.org/pdf/1409.2579v1,No journal ref found,none,cs.NA,Summary9310,1409.7935v1,2014-09-28T17:47:35Z,Combining human and machine learning for morphological analysis of galaxy images,"Evan Kuminski, Joe George, John Wallin, Lior Shamir",http://arxiv.org/pdf/1409.7935v1,No journal ref found,none,astro-ph.IM,Summary9311,1501.00102v2,2014-12-31T09:55:43Z,ModDrop: adaptive multi-modal gesture recognition,"Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout",http://arxiv.org/pdf/1501.00102v2,No journal ref found,none,cs.CV,Summary9312,1501.02058v1,2015-01-09T07:46:36Z,HOG based Fast Human Detection,"M. Kachouane, S. Sahki, M. Lakrouf, N. Ouadah",http://arxiv.org/pdf/1501.02058v1,"24th International Conference on Microelectronics (ICM), 2012, Dec 2012, Alger, Algeria. pp.1 - 4",none,cs.RO,Summary9313,1501.03915v1,2015-01-16T08:45:55Z,Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation,"Sabina Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti",http://arxiv.org/pdf/1501.03915v1,"Computational and Mathematical Methods in Medicine Volume 2015, Article ID 814104, 10 pages, Hindawi Publishing Corporation",none,physics.med-ph,Summary9314,1505.00855v1,2015-05-05T01:25:26Z,Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature,"Babak Saleh, Ahmed Elgammal",http://arxiv.org/pdf/1505.00855v1,No journal ref found,none,cs.CV,Summary9315,1505.03932v1,2015-05-15T00:59:48Z,Using Ensemble Models in the Histological Examination of Tissue Abnormalities,"Giancarlo Crocetti, Michael Coakley, Phil Dressner, Wanda Kellum, Tamba Lamin",http://arxiv.org/pdf/1505.03932v1,No journal ref found,none,cs.CV,Summary9316,1505.06531v1,2015-05-25T03:23:31Z,Affine and Regional Dynamic Time Warpng,"Tsu-Wei Chen, Meena Abdelmaseeh, Daniel Stashuk",http://arxiv.org/pdf/1505.06531v1,No journal ref found,none,cs.CV,Summary9317,1505.07428v1,2015-05-27T18:21:54Z,Training a Convolutional Neural Network for Appearance-Invariant Place Recognition,"Ruben Gomez-Ojeda, Manuel Lopez-Antequera, Nicolai Petkov, Javier Gonzalez-Jimenez",http://arxiv.org/pdf/1505.07428v1,No journal ref found,none,cs.CV,Summary9318,1210.4481v1,2012-10-08T06:35:04Z,Epitome for Automatic Image Colorization,"Yingzhen Yang, Xinqi Chu, Tian-Tsong Ng, Alex Yong-Sang Chia, Shuicheng Yan, Thomas S. Huang",http://arxiv.org/pdf/1210.4481v1,No journal ref found,none,cs.CV,Summary9319,1210.5034v2,2012-10-18T06:27:10Z,Optimal Computational Trade-Off of Inexact Proximal Methods,"Pierre Machart, Sandrine Anthoine, Luca Baldassarre",http://arxiv.org/pdf/1210.5034v2,No journal ref found,none,cs.LG,Summary9320,1210.6293v1,2012-10-23T17:15:03Z,MLPACK: A Scalable C++ Machine Learning Library,"Ryan R. Curtin, James R. Cline, N. P. Slagle, William B. March, Parikshit Ram, Nishant A. Mehta, Alexander G. Gray",http://arxiv.org/pdf/1210.6293v1,No journal ref found,none,cs.MS,Summary9321,1303.3605v1,2013-03-14T20:51:29Z,A survey on sensing methods and feature extraction algorithms for SLAM problem,"Adheen Ajay, D. Venkataraman",http://arxiv.org/pdf/1303.3605v1,No journal ref found,none,cs.RO,Summary9322,1402.1947v1,2014-02-09T13:02:51Z,Classification Tree Diagrams in Health Informatics Applications,Farrukh Arslan,http://arxiv.org/pdf/1402.1947v1,No journal ref found,none,cs.IR,Summary9323,1402.3849v1,2014-02-16T22:19:40Z,Scalable Kernel Clustering: Approximate Kernel k-means,"Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain",http://arxiv.org/pdf/1402.3849v1,No journal ref found,none,cs.CV,Summary9324,1404.3184v1,2014-04-11T18:50:34Z,Decreasing Weighted Sorted $\ell_1$ Regularization,"Xiangrong Zeng, Mário A. T. Figueiredo",http://arxiv.org/pdf/1404.3184v1,No journal ref found,none,cs.CV,Summary9325,1404.4104v1,2014-04-15T22:54:21Z,Sparse Bilinear Logistic Regression,"Jianing V. Shi, Yangyang Xu, Richard G. Baraniuk",http://arxiv.org/pdf/1404.4104v1,No journal ref found,none,math.OC,Summary9326,1404.5009v4,2014-04-20T04:47:04Z,Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference,"Peng Wang, Chunhua Shen, Anton van den Hengel, Philip Torr",http://arxiv.org/pdf/1404.5009v4,No journal ref found,none,cs.CV,Summary9327,1406.2580v1,2014-06-10T15:11:27Z,Identification of Orchid Species Using Content-Based Flower Image Retrieval,"D. H. Apriyanti, A. A. Arymurthy, L. T. Handoko",http://arxiv.org/pdf/1406.2580v1,No journal ref found,none,cs.CV,Summary9328,1406.5429v2,2014-06-20T15:33:00Z,Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems,"Nikos Komodakis, Jean-Christophe Pesquet",http://arxiv.org/pdf/1406.5429v2,No journal ref found,none,cs.NA,Summary9329,1406.6568v1,2014-06-25T13:50:18Z,Support vector machine classification of dimensionally reduced structural MRI images for dementia,"V. A. Miller, S. Erlien, J. Piersol",http://arxiv.org/pdf/1406.6568v1,No journal ref found,none,cs.CV,Summary9330,1411.6326v1,2014-11-24T02:09:59Z,Vision and Learning for Deliberative Monocular Cluttered Flight,"Debadeepta Dey, Kumar Shaurya Shankar, Sam Zeng, Rupesh Mehta, M. Talha Agcayazi, Christopher Eriksen, Shreyansh Daftry, Martial Hebert, J. Andrew Bagnell",http://arxiv.org/pdf/1411.6326v1,No journal ref found,none,cs.RO,Summary9331,1412.2231v1,2014-12-06T13:08:29Z,Generalized Singular Value Thresholding,"Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin",http://arxiv.org/pdf/1412.2231v1,No journal ref found,none,cs.CV,Summary9332,1412.3352v1,2014-12-08T10:38:28Z,Web image annotation by diffusion maps manifold learning algorithm,Neda Pourali,http://arxiv.org/pdf/1412.3352v1,No journal ref found,none,cs.CV,Summary9333,1412.7725v2,2014-12-24T17:51:17Z,Automatic Photo Adjustment Using Deep Neural Networks,"Zhicheng Yan, Hao Zhang, Baoyuan Wang, Sylvain Paris, Yizhou Yu",http://arxiv.org/pdf/1412.7725v2,No journal ref found,none,cs.CV,Summary9334,1502.03537v1,2015-02-12T04:31:36Z,Convergence of gradient based pre-training in Denoising autoencoders,"Vamsi K Ithapu, Sathya Ravi, Vikas Singh",http://arxiv.org/pdf/1502.03537v1,No journal ref found,none,cs.LG,Summary9335,1503.00516v4,2015-03-02T13:20:25Z,Matrix Product State for Feature Extraction of Higher-Order Tensors,"Johann A. Bengua, Ho N. Phien, Hoang D. Tuan, Minh N. Do",http://arxiv.org/pdf/1503.00516v4,No journal ref found,none,cs.CV,Summary9336,1503.04400v1,2015-03-15T09:04:22Z,Separable and non-separable data representation for pattern discrimination,Jarosław Adam Miszczak,http://arxiv.org/pdf/1503.04400v1,No journal ref found,none,quant-ph,Summary9337,1504.00580v1,2015-04-02T14:53:51Z,Quantum image classification using principal component analysis,"Mateusz Ostaszewski, Przemysław Sadowski, Piotr Gawron",http://arxiv.org/pdf/1504.00580v1,"Theoretical and Applied Informatics, Vol. 27, No. 1, pp. 1-12 (2015)",none,quant-ph,Summary9338,1504.00702v5,2015-04-02T22:23:51Z,End-to-End Training of Deep Visuomotor Policies,"Sergey Levine, Chelsea Finn, Trevor Darrell, Pieter Abbeel",http://arxiv.org/pdf/1504.00702v5,No journal ref found,none,cs.LG,Summary9339,1504.00905v2,2015-04-03T18:20:36Z,Robust Anomaly Detection Using Semidefinite Programming,"Jose A. Lopez, Octavia Camps, Mario Sznaier",http://arxiv.org/pdf/1504.00905v2,No journal ref found,none,math.OC,Summary9340,1504.03154v2,2015-04-13T12:45:09Z,Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn?,"Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco, Lorenzo Natale",http://arxiv.org/pdf/1504.03154v2,No journal ref found,none,cs.RO,Summary9341,1506.06274v1,2015-06-20T17:55:49Z,Pose Estimation Based on 3D Models,"Chuiwen Ma, Hao Su, Liang Shi",http://arxiv.org/pdf/1506.06274v1,No journal ref found,none,cs.CV,Summary9342,1506.06628v2,2015-06-22T14:33:39Z,Modality-dependent Cross-media Retrieval,"Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Shikui Wei, Yanhui Xiao, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1506.06628v2,No journal ref found,none,cs.CV,Summary9343,1506.08928v1,2015-06-30T03:37:07Z,Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty,"Changkyu Song, Sejong Yoon, Vladimir Pavlovic",http://arxiv.org/pdf/1506.08928v1,No journal ref found,none,cs.LG,Summary9344,1507.03751v1,2015-07-14T07:57:39Z,Closed Curves and Elementary Visual Object Identification,Manfred Harringer,http://arxiv.org/pdf/1507.03751v1,No journal ref found,none,cs.CV,Summary9345,1507.04831v1,2015-07-17T04:13:12Z,Deep Multimodal Speaker Naming,"Yongtao Hu, Jimmy Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang",http://arxiv.org/pdf/1507.04831v1,No journal ref found,none,cs.CV,Summary9346,1507.08847v1,2015-07-31T12:14:35Z,A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning,"Jiachen Yanga, Zhiyong Dinga, Fei Guoa, Huogen Wanga, Nick Hughesb",http://arxiv.org/pdf/1507.08847v1,No journal ref found,none,cs.LG,Summary9347,1508.04028v3,2015-08-17T13:54:05Z,Owl and Lizard: Patterns of Head Pose and Eye Pose in Driver Gaze Classification,"Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor",http://arxiv.org/pdf/1508.04028v3,No journal ref found,none,cs.CV,Summary9348,1509.06041v1,2015-09-20T18:36:01Z,Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks,"Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang",http://arxiv.org/pdf/1509.06041v1,No journal ref found,none,cs.CV,Summary9349,1509.06113v3,2015-09-21T06:15:12Z,Deep Spatial Autoencoders for Visuomotor Learning,"Chelsea Finn, Xin Yu Tan, Yan Duan, Trevor Darrell, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1509.06113v3,No journal ref found,none,cs.LG,Summary9350,1509.06825v1,2015-09-23T02:08:02Z,Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours,"Lerrel Pinto, Abhinav Gupta",http://arxiv.org/pdf/1509.06825v1,No journal ref found,none,cs.LG,Summary9351,1509.07975v1,2015-09-26T13:16:52Z,Modeling Curiosity in a Mobile Robot for Long-Term Autonomous Exploration and Monitoring,"Yogesh Girdhar, Gregory Dudek",http://arxiv.org/pdf/1509.07975v1,No journal ref found,none,cs.RO,Summary9352,1510.06895v1,2015-10-23T11:28:06Z,Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm,"Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin",http://arxiv.org/pdf/1510.06895v1,No journal ref found,none,cs.LG,Summary9353,1511.01966v4,2015-11-06T01:19:18Z,Enhanced Low-Rank Matrix Approximation,"Ankit Parekh, Ivan W. Selesnick",http://arxiv.org/pdf/1511.01966v4,"IEEE Signal Processing Letters, vol. 23, no. 4, pp.493-497, Apr. 2016",none,cs.CV,Summary9354,1511.03055v1,2015-11-10T10:38:37Z,Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing,"Jie Lin, Olivier Morère, Julie Petta, Vijay Chandrasekhar, Antoine Veillard",http://arxiv.org/pdf/1511.03055v1,No journal ref found,none,cs.IR,Summary9355,1511.03791v2,2015-11-12T06:19:59Z,Towards Vision-Based Deep Reinforcement Learning for Robotic Motion Control,"Fangyi Zhang, Jürgen Leitner, Michael Milford, Ben Upcroft, Peter Corke",http://arxiv.org/pdf/1511.03791v2,No journal ref found,none,cs.LG,Summary9356,1511.06065v2,2015-11-19T05:52:15Z,Deep Learning for Tactile Understanding From Visual and Haptic Data,"Yang Gao, Lisa Anne Hendricks, Katherine J. Kuchenbecker, Trevor Darrell",http://arxiv.org/pdf/1511.06065v2,No journal ref found,none,cs.RO,Summary9357,1511.07608v1,2015-11-24T08:35:49Z,Picking a Conveyor Clean by an Autonomously Learning Robot,"Janne V. Kujala, Tuomas J. Lukka, Harri Holopainen",http://arxiv.org/pdf/1511.07608v1,No journal ref found,none,cs.RO,Summary9358,1512.01927v1,2015-12-07T06:44:23Z,Fast Optimization Algorithm on Riemannian Manifolds and Its Application in Low-Rank Representation,"Haoran Chen, Yanfeng Sun, Junbin Gao, Yongli Hu",http://arxiv.org/pdf/1512.01927v1,No journal ref found,none,cs.NA,Summary9359,1512.02736v1,2015-12-09T03:32:21Z,Window-Object Relationship Guided Representation Learning for Generic Object Detections,"Xingyu Zeng, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1512.02736v1,No journal ref found,none,cs.CV,Summary9360,1512.06216v1,2015-12-19T09:55:37Z,Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines,"Hao Zhang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Gunhee Kim, Qirong Ho, Eric Xing",http://arxiv.org/pdf/1512.06216v1,No journal ref found,none,cs.LG,Summary9361,1512.06658v2,2015-12-21T15:22:16Z,Deep Learning for Surface Material Classification Using Haptic And Visual Information,"Haitian Zheng, Lu Fang, Mengqi Ji, Matti Strese, Yigitcan Ozer, Eckehard Steinbach",http://arxiv.org/pdf/1512.06658v2,No journal ref found,none,cs.RO,Summary9362,1512.08512v2,2015-12-28T20:56:50Z,Visually Indicated Sounds,"Andrew Owens, Phillip Isola, Josh McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman",http://arxiv.org/pdf/1512.08512v2,No journal ref found,none,cs.CV,Summary9363,1512.09227v1,2015-12-31T06:37:54Z,Denoising and Completion of 3D Data via Multidimensional Dictionary Learning,"Zemin Zhang, Shuchin Aeron",http://arxiv.org/pdf/1512.09227v1,No journal ref found,none,cs.LG,Summary9364,1601.00740v1,2016-01-05T05:25:14Z,Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture,"Ashesh Jain, Hema S Koppula, Shane Soh, Bharad Raghavan, Avi Singh, Ashutosh Saxena",http://arxiv.org/pdf/1601.00740v1,No journal ref found,none,cs.RO,Summary9365,1601.06342v1,2016-01-24T03:32:22Z,Fast Binary Embedding via Circulant Downsampled Matrix -- A Data-Independent Approach,"Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei",http://arxiv.org/pdf/1601.06342v1,No journal ref found,none,cs.IT,Summary9366,1601.06615v1,2016-01-25T14:25:07Z,A Taxonomy of Deep Convolutional Neural Nets for Computer Vision,"Suraj Srinivas, Ravi Kiran Sarvadevabhatla, Konda Reddy Mopuri, Nikita Prabhu, Srinivas S S Kruthiventi, R. Venkatesh Babu",http://arxiv.org/pdf/1601.06615v1,"Frontiers in Robotics and AI 2(36), January 2016",none,cs.CV,Summary9367,1602.04906v1,2016-02-16T04:31:20Z,Segmentation Rectification for Video Cutout via One-Class Structured Learning,"Junyan Wang, Sai-kit Yeung, Jue Wang, Kun Zhou",http://arxiv.org/pdf/1602.04906v1,No journal ref found,none,cs.CV,Summary9368,1602.08225v1,2016-02-26T07:43:14Z,Multimodal Emotion Recognition Using Multimodal Deep Learning,"Wei Liu, Wei-Long Zheng, Bao-Liang Lu",http://arxiv.org/pdf/1602.08225v1,No journal ref found,none,cs.HC,Summary9369,1603.03541v1,2016-03-11T07:13:59Z,Watch-n-Patch: Unsupervised Learning of Actions and Relations,"Chenxia Wu, Jiemi Zhang, Ozan Sener, Bart Selman, Silvio Savarese, Ashutosh Saxena",http://arxiv.org/pdf/1603.03541v1,No journal ref found,none,cs.CV,Summary9370,1603.04930v1,2016-03-16T01:15:35Z,Deep Fully-Connected Networks for Video Compressive Sensing,"Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos",http://arxiv.org/pdf/1603.04930v1,No journal ref found,none,cs.CV,Summary9371,1603.09473v3,2016-03-31T07:22:30Z,Learning Compatibility Across Categories for Heterogeneous Item Recommendation,"Ruining He, Charles Packer, Julian McAuley",http://arxiv.org/pdf/1603.09473v3,No journal ref found,none,cs.IR,Summary9372,1604.02477v4,2016-04-08T20:41:54Z,One-class classifiers based on entropic spanning graphs,"Lorenzo Livi, Cesare Alippi",http://arxiv.org/pdf/1604.02477v4,No journal ref found,none,cs.LG,Summary9373,1605.02196v1,2016-05-07T14:36:34Z,"All Weather Perception: Joint Data Association, Tracking, and Classification for Autonomous Ground Vehicles","Peter Radecki, Mark Campbell, Kevin Matzen",http://arxiv.org/pdf/1605.02196v1,No journal ref found,none,cs.SY,Summary9374,1605.04731v1,2016-05-16T11:24:03Z,CNN based texture synthesize with Semantic segment,"Xianye Liang, Bocheng Zhuo, Peijie Li, Liangju He",http://arxiv.org/pdf/1605.04731v1,No journal ref found,none,cs.CV,Summary9375,1605.08247v1,2016-05-26T12:08:55Z,cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey,"Hirokatsu Kataoka, Yudai Miyashita, Tomoaki Yamabe, Soma Shirakabe, Shinichi Sato, Hironori Hoshino, Ryo Kato, Kaori Abe, Takaaki Imanari, Naomichi Kobayashi, Shinichiro Morita, Akio Nakamura",http://arxiv.org/pdf/1605.08247v1,No journal ref found,none,cs.CV,Summary9376,1605.09533v1,2016-05-31T09:00:33Z,Robust Deep-Learning-Based Road-Prediction for Augmented Reality Navigation Systems,"Matthias Limmer, Julian Forster, Dennis Baudach, Florian Schüle, Roland Schweiger, Hendrik P. A. Lensch",http://arxiv.org/pdf/1605.09533v1,No journal ref found,none,cs.CV,Summary9377,1607.03681v2,2016-07-13T11:31:14Z,Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging,"Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley",http://arxiv.org/pdf/1607.03681v2,No journal ref found,none,cs.SD,Summary9378,1607.03682v3,2016-07-13T11:31:25Z,Hierarchical learning for DNN-based acoustic scene classification,"Yong Xu, Qiang Huang, Wenwu Wang, Mark D. Plumbley",http://arxiv.org/pdf/1607.03682v3,No journal ref found,none,cs.SD,Summary9379,1607.03967v1,2016-07-14T00:24:33Z,Concatenated image completion via tensor augmentation and completion,"Johann A. Bengua, Hoang D. Tuan, Ho N. Phien, Minh N. Do",http://arxiv.org/pdf/1607.03967v1,No journal ref found,none,cs.LG,Summary9380,1608.02128v1,2016-08-06T16:50:26Z,Spoofing 2D Face Detection: Machines See People Who Arent There,"Michael McCoyd, David Wagner",http://arxiv.org/pdf/1608.02128v1,No journal ref found,none,cs.CR,Summary9381,1608.02239v1,2016-08-07T16:30:42Z,Deep Learning a Grasp Function for Grasping under Gripper Pose Uncertainty,"Edward Johns, Stefan Leutenegger, Andrew J. Davison",http://arxiv.org/pdf/1608.02239v1,No journal ref found,none,cs.RO,Summary9382,1608.04348v1,2016-08-15T18:03:51Z,Anomaly detection and classification for streaming data using partial differential equations,"Bilal Abbasi, Jeff Calder, Adam M. Oberman",http://arxiv.org/pdf/1608.04348v1,No journal ref found,none,cs.LG,Summary9383,1608.05001v2,2016-08-16T14:51:25Z,An image compression and encryption scheme based on deep learning,"Fei Hu, Changjiu Pu, Haowei Gao, Mengzi Tang, Li Li",http://arxiv.org/pdf/1608.05001v2,No journal ref found,none,cs.CV,Summary9384,1609.01044v1,2016-09-05T07:44:40Z,Classifying and sorting cluttered piles of unknown objects with robots: a learning approach,"Janne V. Kujala, Tuomas J. Lukka, Harri Holopainen",http://arxiv.org/pdf/1609.01044v1,No journal ref found,none,cs.RO,Summary9385,1609.01984v1,2016-09-07T13:53:26Z,Human Body Orientation Estimation using Convolutional Neural Network,"Jinyoung Choi, Beom-Jin Lee, Byoung-Tak Zhang",http://arxiv.org/pdf/1609.01984v1,No journal ref found,none,cs.RO,Summary9386,1609.02612v3,2016-09-08T22:29:52Z,Generating Videos with Scene Dynamics,"Carl Vondrick, Hamed Pirsiavash, Antonio Torralba",http://arxiv.org/pdf/1609.02612v3,No journal ref found,none,cs.CV,Summary9387,1609.03759v2,2016-09-13T10:40:24Z,3D Simulation for Robot Arm Control with Deep Q-Learning,"Stephen James, Edward Johns",http://arxiv.org/pdf/1609.03759v2,No journal ref found,none,cs.RO,Summary9388,1609.04375v2,2016-09-10T15:45:48Z,A Perspective on Deep Imaging,Ge Wang,http://arxiv.org/pdf/1609.04375v2,No journal ref found,none,q-bio.QM,Summary9389,1609.07082v2,2016-09-22T17:41:03Z,Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances,"Frank Nielsen, Boris Muzellec, Richard Nock",http://arxiv.org/pdf/1609.07082v2,No journal ref found,none,cs.LG,Summary9390,1609.09025v1,2016-09-28T18:13:02Z,Learning to Push by Grasping: Using multiple tasks for effective learning,"Lerrel Pinto, Abhinav Gupta",http://arxiv.org/pdf/1609.09025v1,No journal ref found,none,cs.RO,Summary9391,1609.09475v2,2016-09-29T19:39:13Z,Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge,"Andy Zeng, Kuan-Ting Yu, Shuran Song, Daniel Suo, Ed Walker Jr., Alberto Rodriguez, Jianxiong Xiao",http://arxiv.org/pdf/1609.09475v2,No journal ref found,none,cs.CV,Summary9392,1609.09525v1,2016-09-29T20:50:16Z,Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations,"Yoann Isaac, Quentin Barthélemy, Cédric Gouy-Pailler, Michèle Sebag, Jamal Atif",http://arxiv.org/pdf/1609.09525v1,No journal ref found,none,cs.DS,Summary9393,1610.01206v2,2016-10-03T17:14:15Z,Multi-View Representation Learning: A Survey from Shallow Methods to Deep Methods,"Yingming Li, Ming Yang, Zhongfei Zhang",http://arxiv.org/pdf/1610.01206v2,No journal ref found,none,cs.LG,Summary9394,1610.01685v1,2016-10-05T23:28:12Z,Supervision via Competition: Robot Adversaries for Learning Tasks,"Lerrel Pinto, James Davidson, Abhinav Gupta",http://arxiv.org/pdf/1610.01685v1,No journal ref found,none,cs.RO,Summary9395,1610.02373v1,2016-10-07T18:59:23Z,Distributed Averaging CNN-ELM for Big Data,"Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin",http://arxiv.org/pdf/1610.02373v1,No journal ref found,none,cs.LG,Summary9396,1610.02483v2,2016-10-08T04:36:42Z,Boost K-Means,"Wan-Lei Zhao, Cheng-Hao Deng, Chong-Wah Ngo",http://arxiv.org/pdf/1610.02483v2,No journal ref found,none,cs.LG,Summary9397,1610.08120v1,2016-10-25T23:38:02Z,Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards,"Suchet Bargoti, James Underwood",http://arxiv.org/pdf/1610.08120v1,No journal ref found,none,cs.RO,Summary9398,1610.09001v1,2016-10-27T20:23:39Z,SoundNet: Learning Sound Representations from Unlabeled Video,"Yusuf Aytar, Carl Vondrick, Antonio Torralba",http://arxiv.org/pdf/1610.09001v1,No journal ref found,none,cs.CV,Summary9399,1610.09003v1,2016-10-27T20:24:36Z,Cross-Modal Scene Networks,"Yusuf Aytar, Lluis Castrejon, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba",http://arxiv.org/pdf/1610.09003v1,No journal ref found,none,cs.CV,Summary9400,1610.09625v1,2016-10-30T10:26:22Z,Discovering containment: from infants to machines,"Shimon Ullman, Nimrod Dorfman, Daniel Harari",http://arxiv.org/pdf/1610.09625v1,No journal ref found,none,q-bio.NC,Summary9401,1611.04201v2,2016-11-13T23:08:42Z,(CAD)$^2$RL: Real Single-Image Flight without a Single Real Image,"Fereshteh Sadeghi, Sergey Levine",http://arxiv.org/pdf/1611.04201v2,No journal ref found,none,cs.LG,Summary9402,1611.04871v3,2016-11-12T07:39:50Z,Audio Event and Scene Recognition: A Unified Approach using Strongly and Weakly Labeled Data,"Anurag Kumar, Bhiksha Raj",http://arxiv.org/pdf/1611.04871v3,No journal ref found,none,cs.LG,Summary9403,1611.06651v2,2016-11-21T05:12:44Z,Deep Learning for the Classification of Lung Nodules,"He Yang, Hengyong Yu, Ge Wang",http://arxiv.org/pdf/1611.06651v2,No journal ref found,none,q-bio.QM,Summary9404,1611.08754v1,2016-11-26T22:41:51Z,What Can Be Predicted from Six Seconds of Driver Glances?,"Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer",http://arxiv.org/pdf/1611.08754v1,No journal ref found,none,cs.CV,Summary9405,1611.10017v1,2016-11-30T06:35:39Z,Fast Supervised Discrete Hashing and its Analysis,"Gou Koutaki, Keiichiro Shirai, Mitsuru Ambai",http://arxiv.org/pdf/1611.10017v1,No journal ref found,none,cs.CV,Summary9406,1612.00814v1,2016-12-01T05:51:37Z,Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision,"Xinchen Yan, Jimei Yang, Ersin Yumer, Yijie Guo, Honglak Lee",http://arxiv.org/pdf/1612.00814v1,No journal ref found,none,cs.CV,Summary9407,1612.02954v1,2016-12-09T09:36:14Z,A series of maximum entropy upper bounds of the differential entropy,"Frank Nielsen, Richard Nock",http://arxiv.org/pdf/1612.02954v1,No journal ref found,none,cs.IT,Summary9408,1612.04337v1,2016-12-13T20:05:37Z,Fast Patch-based Style Transfer of Arbitrary Style,"Tian Qi Chen, Mark Schmidt",http://arxiv.org/pdf/1612.04337v1,No journal ref found,none,cs.CV,Summary9409,1612.07119v1,2016-12-01T22:19:47Z,"FINN: A Framework for Fast, Scalable Binarized Neural Network Inference","Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Leong, Magnus Jahre, Kees Vissers",http://arxiv.org/pdf/1612.07119v1,No journal ref found,none,cs.CV,Summary9410,1701.03916v1,2017-01-14T12:57:44Z,On Hölder projective divergences,"Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet",http://arxiv.org/pdf/1701.03916v1,No journal ref found,none,cs.LG,Summary9411,1702.00505v1,2017-02-02T00:01:46Z,Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper,"Luigi Nardi, Bruno Bodin, Sajad Saeedi, Emanuele Vespa, Andrew J. Davison, Paul H. J. Kelly",http://arxiv.org/pdf/1702.00505v1,No journal ref found,none,cs.CV,Summary9412,1702.02463v1,2017-02-08T15:20:14Z,Video Frame Synthesis using Deep Voxel Flow,"Ziwei Liu, Raymond Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala",http://arxiv.org/pdf/1702.02463v1,No journal ref found,none,cs.CV,Summary9413,1702.06151v1,2017-02-20T19:22:21Z,Developing a comprehensive framework for multimodal feature extraction,"Quinten McNamara, Alejandro de la Vega, Tal Yarkoni",http://arxiv.org/pdf/1702.06151v1,No journal ref found,none,cs.CV,Summary9414,1702.06392v1,2017-02-20T05:21:34Z,A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks,"Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren",http://arxiv.org/pdf/1702.06392v1,No journal ref found,none,cs.DC,Summary9415,1702.06506v1,2017-02-21T18:20:30Z,"PixelNet: Representation of the pixels, by the pixels, and for the pixels","Aayush Bansal, Xinlei Chen, Bryan Russell, Abhinav Gupta, Deva Ramanan",http://arxiv.org/pdf/1702.06506v1,No journal ref found,none,cs.CV,Summary9416,1702.07908v1,2017-02-25T15:48:44Z,CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi,"Andre Viebke, Suejb Memeti, Sabri Pllana, Ajith Abraham",http://arxiv.org/pdf/1702.07908v1,No journal ref found,none,cs.DC,Summary9417,1702.08513v1,2017-02-28T10:02:36Z,Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work,"Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo",http://arxiv.org/pdf/1702.08513v1,No journal ref found,none,cs.CV,Summary9418,1703.02018v1,2017-03-06T18:40:29Z,Combining Self-Supervised Learning and Imitation for Vision-Based Rope Manipulation,"Ashvin Nair, Dian Chen, Pulkit Agrawal, Phillip Isola, Pieter Abbeel, Jitendra Malik, Sergey Levine",http://arxiv.org/pdf/1703.02018v1,No journal ref found,none,cs.CV,Summary9419,1703.02437v1,2017-03-07T15:36:39Z,PathTrack: Fast Trajectory Annotation with Path Supervision,"Santiago Manen, Michael Gygli, Dengxin Dai, Luc Van Gool",http://arxiv.org/pdf/1703.02437v1,No journal ref found,none,cs.CV,Summary9420,1611.01400v1,2016-11-04T14:43:44Z,Learning to Rank Scientific Documents from the Crowd,"Jesse M Lingeman, Hong Yu",http://arxiv.org/pdf/1611.01400v1,No journal ref found,none,cs.IR,Summary9421,physics/0308041v2,2003-08-11T16:32:47Z,Ensembles of Protein Molecules as Statistical Analog Computers,Victor Eliashberg,http://arxiv.org/pdf/physics/0308041v2,No journal ref found,none,physics.bio-ph,Summary9422,0911.2829v1,2009-11-15T03:35:32Z,Proceedings Fifth Workshop on Developments in Computational Models--Computational Models From Nature,"S. Barry Cooper, Vincent Danos",http://arxiv.org/pdf/0911.2829v1,"EPTCS 9, 2009",none,cs.CE,Summary9423,1110.0169v1,2011-10-02T10:56:07Z,Robust artificial neural networks and outlier detection. Technical report,"Gleb Beliakov, Andrei Kelarev, John Yearwood",http://arxiv.org/pdf/1110.0169v1,No journal ref found,none,math.OC,Summary9424,1006.1828v1,2010-06-09T15:11:14Z,Landau Theory of Adaptive Integration in Computational Intelligence,Dariusz Plewczynski,http://arxiv.org/pdf/1006.1828v1,No journal ref found,none,stat.ML,Summary9425,1010.1437v1,2010-10-07T14:16:38Z,Mixed-Membership Stochastic Block-Models for Transactional Networks,"Mahdi Shafiei, Hugh Chipman",http://arxiv.org/pdf/1010.1437v1,No journal ref found,none,stat.ML,Summary9426,1106.1636v2,2011-06-08T19:53:37Z,A Sequence of Relaxations Constraining Hidden Variable Models,"Greg Ver Steeg, Aram Galstyan",http://arxiv.org/pdf/1106.1636v2,No journal ref found,none,cs.AI,Summary9427,1106.4333v1,2011-06-21T21:17:51Z,Residual Component Analysis,"Alfredo A. Kalaitzis, Neil D. Lawrence",http://arxiv.org/pdf/1106.4333v1,No journal ref found,none,stat.ML,Summary9428,1410.5792v1,2014-10-21T19:17:19Z,Generalized Compression Dictionary Distance as Universal Similarity Measure,"Andrey Bogomolov, Bruno Lepri, Fabio Pianesi",http://arxiv.org/pdf/1410.5792v1,No journal ref found,none,stat.ML,Summary9429,1503.03467v5,2015-03-11T19:52:13Z,Multigrid with rough coefficients and Multiresolution operator decomposition from Hierarchical Information Games,Houman Owhadi,http://arxiv.org/pdf/1503.03467v5,"SIAM Rev. 59-1, pp. 99-149 (2017)",none,math.NA,Summary9430,1509.08535v3,2015-09-28T23:11:16Z,Boolean Matrix Factorization and Noisy Completion via Message Passing,"Siamak Ravanbakhsh, Barnabas Poczos, Russell Greiner",http://arxiv.org/pdf/1509.08535v3,No journal ref found,none,math.ST,Summary9431,1601.01653v1,2016-01-07T20:06:18Z,Large Collection of Diverse Gene Set Search Queries Recapitulate Known Protein-Protein Interactions and Gene-Gene Functional Associations,"Avi Maayan, Neil R. Clark",http://arxiv.org/pdf/1601.01653v1,No journal ref found,none,q-bio.MN,Summary9432,1610.08087v2,2016-10-13T17:58:58Z,Infinite-dimensional Log-Determinant divergences II: Alpha-Beta divergences,Minh Ha Quang,http://arxiv.org/pdf/1610.08087v2,No journal ref found,none,math.FA,Summary9433,1610.09787v3,2016-10-31T04:56:13Z,"Edward: A library for probabilistic modeling, inference, and criticism","Dustin Tran, Alp Kucukelbir, Adji B. Dieng, Maja Rudolph, Dawen Liang, David M. Blei",http://arxiv.org/pdf/1610.09787v3,No journal ref found,none,stat.CO,Summary9434,1612.05535v1,2016-12-16T16:15:45Z,Quantum Machine Learning without Measurements,"Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José D. Martín-Guerrero, Enrique Solano",http://arxiv.org/pdf/1612.05535v1,No journal ref found,none,quant-ph,Summary9435,1701.05131v2,2017-01-18T16:18:22Z,Basic protocols in quantum reinforcement learning with superconducting circuits,Lucas Lamata,http://arxiv.org/pdf/1701.05131v2,No journal ref found,none,quant-ph,Summary9436,1102.4816v1,2011-02-23T18:46:56Z,Computationally efficient algorithms for statistical image processing. Implementation in R,"Mikhail A. Langovoy, Olaf Wittich",http://arxiv.org/pdf/1102.4816v1,No journal ref found,none,stat.CO,Summary9437,1105.0121v1,2011-04-30T21:29:08Z,Methods of Hierarchical Clustering,"Fionn Murtagh, Pedro Contreras",http://arxiv.org/pdf/1105.0121v1,No journal ref found,none,cs.IR,Summary9438,1304.1209v1,2013-04-03T23:24:02Z,Highly comparative time-series analysis: The empirical structure of time series and their methods,"Ben D. Fulcher, Max A. Little, Nick S. Jones",http://arxiv.org/pdf/1304.1209v1,J. R. Soc. Interface vol. 10 no. 83 20130048 (2013),none,physics.data-an,Summary9439,1503.03231v1,2015-03-11T09:16:39Z,Adaptive-Rate Sparse Signal Reconstruction With Application in Compressive Background Subtraction,"Joao F. C. Mota, Nikos Deligiannis, Aswin C. Sankaranarayanan, Volkan Cevher, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1503.03231v1,No journal ref found,none,math.OC,Summary9440,1509.00728v1,2015-09-02T14:57:16Z,On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems,"Johan Thunberg, Florian Bernard, Jorge Goncalves",http://arxiv.org/pdf/1509.00728v1,No journal ref found,none,math.OC,Summary9441,1511.03607v3,2015-11-11T19:09:22Z,Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture,"Ju Sun, Qing Qu, John Wright",http://arxiv.org/pdf/1511.03607v3,"IEEE Trans. Information Theory, 63(2): 853 - 884 (2017)",none,cs.IT,Summary9442,1511.04777v3,2015-11-15T23:00:29Z,Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method,"Ju Sun, Qing Qu, John Wright",http://arxiv.org/pdf/1511.04777v3,"IEEE Trans. Information Theory, 63(2): 885 - 914 (2017)",none,cs.IT,Summary9443,1703.01526v1,2017-03-04T21:50:25Z,High Accuracy Classification of Parkinsons Disease through Shape Analysis and Surface Fitting in $^{123}$I-Ioflupane SPECT Imaging,"R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh",http://arxiv.org/pdf/1703.01526v1,No journal ref found,none,stat.AP,Summary9444,0808.0056v1,2008-08-01T04:45:17Z,"Im sorry to say, but your understanding of image processing fundamentals is absolutely wrong",Emanuel Diamant,http://arxiv.org/pdf/0808.0056v1,No journal ref found,none,cs.AI,Summary9445,1107.5000v1,2011-07-25T17:04:33Z,An iterative feature selection method for GRNs inference by exploring topological properties,"Fabrício Martins Lopes, David C. Martins-Jr, Junior Barrera, Roberto M. Cesar-Jr",http://arxiv.org/pdf/1107.5000v1,No journal ref found,none,cs.CV,Summary9446,1108.4973v12,2011-08-25T00:50:42Z,Learning from Complex Systems: On the Roles of Entropy and Fisher Information in Pairwise Isotropic Gaussian Markov Random Fields,Alexandre L. M. Levada,http://arxiv.org/pdf/1108.4973v12,"Entropy, v. 16, n. 2, Special Issue on Information Geometry, 2014",none,cs.IT,Summary9447,1506.00711v1,2015-06-02T00:20:54Z,Quantifying Creativity in Art Networks,"Ahmed Elgammal, Babak Saleh",http://arxiv.org/pdf/1506.00711v1,No journal ref found,none,cs.AI,Summary9448,1512.03012v1,2015-12-09T19:42:48Z,ShapeNet: An Information-Rich 3D Model Repository,"Angel X. Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, Fisher Yu",http://arxiv.org/pdf/1512.03012v1,No journal ref found,none,cs.GR,Summary9449,1611.07233v1,2016-11-22T10:11:58Z,CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression,"Lukas Cavigelli, Pascal Hager, Luca Benini",http://arxiv.org/pdf/1611.07233v1,No journal ref found,none,cs.CV,Summary9450,cs/0309016v1,2003-09-10T15:11:44Z,Using Simulated Annealing to Calculate the Trembles of Trembling Hand Perfection,"Stuart McDonald, Liam Wagner",http://arxiv.org/pdf/cs/0309016v1,"Proceedings of IEEE Congress on Evolutionary Computation 2003, vol.4, pp. 2482-2489",none,cs.GT,Summary9451,math/0702804v1,2007-02-27T03:31:34Z,The Loss Rank Principle for Model Selection,Marcus Hutter,http://arxiv.org/pdf/math/0702804v1,Proc. 20th Annual Conf. on Learning Theory (COLT 2007) pages 589-603,none,math.ST,Summary9452,0706.2040v2,2007-06-14T14:52:06Z,Getting started in probabilistic graphical models,Edoardo M Airoldi,http://arxiv.org/pdf/0706.2040v2,Airoldi EM (2007) Getting started in probabilistic graphical models. PLoS Comput Biol 3(12): e252,none,q-bio.QM,Summary9453,0806.2850v1,2008-06-17T18:23:15Z,Decoding Beta-Decay Systematics: A Global Statistical Model for Beta^- Halflives,"N. J. Costiris, E. Mavrommatis, K. A. Gernoth, J. W. Clark",http://arxiv.org/pdf/0806.2850v1,"Phys.Rev.C80:044332,2009",none,nucl-th,Summary9454,0912.5410v1,2009-12-29T17:53:13Z,A survey of statistical network models,"Anna Goldenberg, Alice X Zheng, Stephen E Fienberg, Edoardo M Airoldi",http://arxiv.org/pdf/0912.5410v1,"Foundations and Trends in Machine Learning, 2(2):1-117, 2009",none,stat.ME,Summary9455,1005.4717v4,2010-05-26T00:50:17Z,Smoothing proximal gradient method for general structured sparse regression,"Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing",http://arxiv.org/pdf/1005.4717v4,"Annals of Applied Statistics 2012, Vol. 6, No. 2, 719-752",none,stat.ML,Summary9456,1011.5053v2,2010-11-23T10:44:21Z,Tight Sample Complexity of Large-Margin Learning,"Sivan Sabato, Nathan Srebro, Naftali Tishby",http://arxiv.org/pdf/1011.5053v2,"Advances in Neural Information Processing Systems 23 (NIPS), 2038-2046, 2010",none,cs.LG,Summary9457,1102.5288v2,2011-02-25T17:13:00Z,Sparse Bayesian Methods for Low-Rank Matrix Estimation,"S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos",http://arxiv.org/pdf/1102.5288v2,No journal ref found,none,stat.ML,Summary9458,1107.0789v7,2011-07-05T06:03:44Z,Distributed Matrix Completion and Robust Factorization,"Lester Mackey, Ameet Talwalkar, Michael I. Jordan",http://arxiv.org/pdf/1107.0789v7,No journal ref found,none,cs.LG,Summary9459,1201.0341v1,2012-01-01T09:05:33Z,Collaborative Filtering via Group-Structured Dictionary Learning,"Zoltan Szabo, Barnabas Poczos, Andras Lorincz",http://arxiv.org/pdf/1201.0341v1,"International Conference on Latent Variable Analysis and Source Separation (LVA/ICA), vol. 7191 of LNCS, pp. 247-254, 2012",none,math.OC,Summary9460,1205.0047v2,2012-04-30T22:48:37Z,$QD$-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations,"Soummya Kar, Jose M. F. Moura, H. Vincent Poor",http://arxiv.org/pdf/1205.0047v2,No journal ref found,none,stat.ML,Summary9461,1205.2643v1,2012-05-09T15:26:47Z,New inference strategies for solving Markov Decision Processes using reversible jump MCMC,"Matthias Hoffman, Hendrik Kueck, Nando de Freitas, Arnaud Doucet",http://arxiv.org/pdf/1205.2643v1,No journal ref found,none,cs.LG,Summary9462,1205.4471v1,2012-05-20T23:56:17Z,Sparse Signal Recovery in the Presence of Intra-Vector and Inter-Vector Correlation,"Bhaskar D. Rao, Zhilin Zhang, Yuzhe Jin",http://arxiv.org/pdf/1205.4471v1,No journal ref found,none,cs.IT,Summary9463,1206.1623v13,2012-06-07T21:31:23Z,Proximal Newton-type methods for minimizing composite functions,"Jason D. Lee, Yuekai Sun, Michael A. Saunders",http://arxiv.org/pdf/1206.1623v13,No journal ref found,none,stat.ML,Summary9464,1212.0945v1,2012-12-05T07:13:54Z,Multiclass Diffuse Interface Models for Semi-Supervised Learning on Graphs,"Cristina Garcia-Cardona, Arjuna Flenner, Allon G. Percus",http://arxiv.org/pdf/1212.0945v1,No journal ref found,none,stat.ML,Summary9465,1302.2767v2,2013-02-12T12:15:20Z,Coherence and sufficient sampling densities for reconstruction in compressed sensing,"Franz J. Király, Louis Theran",http://arxiv.org/pdf/1302.2767v2,No journal ref found,none,cs.LG,Summary9466,1104.4605v1,2011-04-24T06:06:12Z,Compressive Network Analysis,"Xiaoye Jiang, Yuan Yao, Han Liu, Leonidas Guibas",http://arxiv.org/pdf/1104.4605v1,No journal ref found,none,stat.ML,Summary9467,1211.0056v2,2012-10-31T23:47:04Z,Iterative Hard Thresholding Methods for $l_0$ Regularized Convex Cone Programming,Zhaosong Lu,http://arxiv.org/pdf/1211.0056v2,No journal ref found,none,math.OC,Summary9468,1211.3412v1,2012-11-14T01:48:37Z,Network Sampling: From Static to Streaming Graphs,"Nesreen K. Ahmed, Jennifer Neville, Ramana Kompella",http://arxiv.org/pdf/1211.3412v1,No journal ref found,none,cs.SI,Summary9469,1211.4116v4,2012-11-17T12:23:36Z,The Algebraic Combinatorial Approach for Low-Rank Matrix Completion,"Franz J. Király, Louis Theran, Ryota Tomioka",http://arxiv.org/pdf/1211.4116v4,No journal ref found,none,cs.LG,Summary9470,1304.3760v3,2013-04-13T02:15:20Z,Identification of relevant subtypes via preweighted sparse clustering,"Sheila Gaynor, Eric Bair",http://arxiv.org/pdf/1304.3760v3,No journal ref found,none,stat.ME,Summary9471,1304.4610v2,2013-04-16T20:26:15Z,Spectral Compressed Sensing via Structured Matrix Completion,"Yuxin Chen, Yuejie Chi",http://arxiv.org/pdf/1304.4610v2,"Journal of Machine Learning Research, W&CP 28 (3) :414-422, 2013",none,cs.IT,Summary9472,1310.4210v2,2013-10-15T21:19:22Z,Demystifying Information-Theoretic Clustering,"Greg Ver Steeg, Aram Galstyan, Fei Sha, Simon DeDeo",http://arxiv.org/pdf/1310.4210v2,No journal ref found,none,cs.LG,Summary9473,1311.1731v2,2013-11-07T16:20:02Z,Stochastic blockmodel approximation of a graphon: Theory and consistent estimation,"Edoardo M Airoldi, Thiago B Costa, Stanley H Chan",http://arxiv.org/pdf/1311.1731v2,No journal ref found,none,stat.ME,Summary9474,1311.2972v2,2013-11-12T22:15:35Z,Learning Mixtures of Discrete Product Distributions using Spectral Decompositions,"Prateek Jain, Sewoong Oh",http://arxiv.org/pdf/1311.2972v2,No journal ref found,none,stat.ML,Summary9475,1311.4643v1,2013-11-19T08:00:50Z,Near-Optimal Entrywise Sampling for Data Matrices,"Dimitris Achlioptas, Zohar Karnin, Edo Liberty",http://arxiv.org/pdf/1311.4643v1,No journal ref found,none,cs.LG,Summary9476,1311.5871v2,2013-11-22T20:29:38Z,Finding sparse solutions of systems of polynomial equations via group-sparsity optimization,"Fabien Lauer, Henrik Ohlsson",http://arxiv.org/pdf/1311.5871v2,No journal ref found,none,cs.IT,Summary9477,1312.1666v2,2013-12-05T20:04:52Z,Semi-Stochastic Gradient Descent Methods,"Jakub Konečný, Peter Richtárik",http://arxiv.org/pdf/1312.1666v2,No journal ref found,none,stat.ML,Summary9478,1312.2988v5,2013-12-10T22:45:06Z,Protein Contact Prediction by Integrating Joint Evolutionary Coupling Analysis and Supervised Learning,"Jianzhu Ma, Sheng Wang, Zhiyong Wang, Jinbo Xu",http://arxiv.org/pdf/1312.2988v5,No journal ref found,none,q-bio.QM,Summary9479,1312.6966v1,2013-12-25T13:08:47Z,Model-based functional mixture discriminant analysis with hidden process regression for curve classification,"Faicel Chamroukhi, Hervé Glotin, Allou Samé",http://arxiv.org/pdf/1312.6966v1,"Neurocomputing, Volume 112, Pages 153-163, July 2013",none,stat.ME,Summary9480,1312.6967v1,2013-12-25T13:11:04Z,Model-based clustering and segmentation of time series with changes in regime,"Allou Samé, Faicel Chamroukhi, Gérard Govaert, Patrice Aknin",http://arxiv.org/pdf/1312.6967v1,"Advances in Data Analysis and Classification, December 2011, Volume 5, Issue 4, pp 301-321",none,stat.ME,Summary9481,1312.6969v1,2013-12-25T13:13:55Z,Time series modeling by a regression approach based on a latent process,"Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin",http://arxiv.org/pdf/1312.6969v1,Neural Networks 22(5-6): 593-602 (2009),none,stat.ME,Summary9482,1312.6974v2,2013-12-25T13:54:05Z,Piecewise regression mixture for simultaneous functional data clustering and optimal segmentation,Faicel Chamroukhi,http://arxiv.org/pdf/1312.6974v2,No journal ref found,none,stat.ME,Summary9483,1312.7001v1,2013-12-25T18:48:12Z,A regression model with a hidden logistic process for feature extraction from time series,"Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin",http://arxiv.org/pdf/1312.7001v1,No journal ref found,none,stat.ME,Summary9484,1401.0869v3,2014-01-05T06:37:50Z,Schatten-$p$ Quasi-Norm Regularized Matrix Optimization via Iterative Reweighted Singular Value Minimization,"Zhaosong Lu, Yong Zhang",http://arxiv.org/pdf/1401.0869v3,No journal ref found,none,math.OC,Summary9485,1401.1842v1,2014-01-08T21:39:03Z,Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm,"Jason Gejie Liu, Shuchin Aeron",http://arxiv.org/pdf/1401.1842v1,No journal ref found,none,stat.ML,Summary9486,1405.3726v1,2014-05-15T02:15:01Z,Topic words analysis based on LDA model,"Xi Qiu, Christopher Stewart",http://arxiv.org/pdf/1405.3726v1,No journal ref found,none,cs.SI,Summary9487,1405.4980v2,2014-05-20T07:50:56Z,Convex Optimization: Algorithms and Complexity,Sébastien Bubeck,http://arxiv.org/pdf/1405.4980v2,"In Foundations and Trends in Machine Learning, Vol. 8: No. 3-4, pp 231-357, 2015",none,math.OC,Summary9488,1408.0047v1,2014-07-31T23:54:16Z,Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis,"Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1408.0047v1,No journal ref found,none,stat.ML,Summary9489,1408.2597v3,2014-08-12T01:21:42Z,Block stochastic gradient iteration for convex and nonconvex optimization,"Yangyang Xu, Wotao Yin",http://arxiv.org/pdf/1408.2597v3,No journal ref found,none,math.OC,Summary9490,1408.4045v5,2014-08-18T15:42:16Z,"Relax, no need to round: integrality of clustering formulations","Pranjal Awasthi, Afonso S. Bandeira, Moses Charikar, Ravishankar Krishnaswamy, Soledad Villar, Rachel Ward",http://arxiv.org/pdf/1408.4045v5,No journal ref found,none,stat.ML,Summary9491,1409.5743v2,2014-09-19T18:04:11Z,Neural Hypernetwork Approach for Pulmonary Embolism diagnosis,"Matteo Rucco, David M. S. Rodrigues, Emanuela Merelli, Jeffrey H. Johnson, Lorenzo Falsetti, Cinzia Nitti, Aldo Salvi",http://arxiv.org/pdf/1409.5743v2,No journal ref found,none,physics.med-ph,Summary9492,1409.6111v1,2014-09-22T08:47:11Z,Distributed Clustering and Learning Over Networks,"Xiaochuan Zhao, Ali H. Sayed",http://arxiv.org/pdf/1409.6111v1,No journal ref found,none,math.OC,Summary9493,1505.04085v1,2015-05-15T15:01:08Z,Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice,"Parikshit Shah, Nikhil Rao, Gongguo Tang",http://arxiv.org/pdf/1505.04085v1,No journal ref found,none,stat.ML,Summary9494,1505.04243v1,2015-05-16T04:23:08Z,A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives,"Robert M. Freund, Paul Grigas, Rahul Mazumder",http://arxiv.org/pdf/1505.04243v1,No journal ref found,none,math.ST,Summary9495,1505.06915v1,2015-05-26T12:02:04Z,Large-scale Machine Learning for Metagenomics Sequence Classification,"Kévin Vervier, Pierre Mahé, Maud Tournoud, Jean-Baptiste Veyrieras, Jean-Philippe Vert",http://arxiv.org/pdf/1505.06915v1,No journal ref found,none,q-bio.QM,Summary9496,1207.6076v3,2012-07-25T18:17:20Z,Equivalence of distance-based and RKHS-based statistics in hypothesis testing,"Dino Sejdinovic, Bharath Sriperumbudur, Arthur Gretton, Kenji Fukumizu",http://arxiv.org/pdf/1207.6076v3,"Annals of Statistics 2013, Vol. 41, No. 5, 2263-2291",none,stat.ME,Summary9497,1210.3456v2,2012-10-12T09:03:14Z,Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data,"Mingjun Zhong, Rong Liu, Bo Liu",http://arxiv.org/pdf/1210.3456v2,No journal ref found,none,stat.AP,Summary9498,1210.4657v1,2012-10-17T07:51:56Z,Mean-Field Learning: a Survey,"Hamidou Tembine, Raul Tempone, Pedro Vilanova",http://arxiv.org/pdf/1210.4657v1,No journal ref found,none,cs.LG,Summary9499,1210.6321v4,2012-10-23T18:31:46Z,High quality topic extraction from business news explains abnormal financial market volatility,"Ryohei Hisano, Didier Sornette, Takayuki Mizuno, Takaaki Ohnishi, Tsutomu Watanabe",http://arxiv.org/pdf/1210.6321v4,No journal ref found,none,stat.ML,Summary9500,1210.6912v1,2012-10-25T17:13:57Z,Enhancing the functional content of protein interaction networks,"Gaurav Pandey, Sahil Manocha, Gowtham Atluri, Vipin Kumar",http://arxiv.org/pdf/1210.6912v1,No journal ref found,none,q-bio.MN,Summary9501,1303.7264v1,2013-03-28T22:34:51Z,Scalable Text and Link Analysis with Mixed-Topic Link Models,"Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore",http://arxiv.org/pdf/1303.7264v1,"Proc. 19th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013, 473-481",none,cs.LG,Summary9502,1305.4723v1,2013-05-21T06:12:42Z,On the Complexity Analysis of Randomized Block-Coordinate Descent Methods,"Zhaosong Lu, Lin Xiao",http://arxiv.org/pdf/1305.4723v1,No journal ref found,none,math.OC,Summary9503,1306.1298v1,2013-06-06T05:32:00Z,Multiclass Semi-Supervised Learning on Graphs using Ginzburg-Landau Functional Minimization,"Cristina Garcia-Cardona, Arjuna Flenner, Allon G. Percus",http://arxiv.org/pdf/1306.1298v1,No journal ref found,none,stat.ML,Summary9504,1306.5918v2,2013-06-25T11:11:42Z,A Randomized Nonmonotone Block Proximal Gradient Method for a Class of Structured Nonlinear Programming,"Zhaosong Lu, Lin Xiao",http://arxiv.org/pdf/1306.5918v2,No journal ref found,none,math.OC,Summary9505,1306.6111v2,2013-06-26T00:58:39Z,Understanding the Predictive Power of Computational Mechanics and Echo State Networks in Social Media,"David Darmon, Jared Sylvester, Michelle Girvan, William Rand",http://arxiv.org/pdf/1306.6111v2,No journal ref found,none,cs.SI,Summary9506,1402.1754v6,2014-02-07T20:37:59Z,Two-stage Sampled Learning Theory on Distributions,"Zoltan Szabo, Arthur Gretton, Barnabas Poczos, Bharath Sriperumbudur",http://arxiv.org/pdf/1402.1754v6,No journal ref found,none,math.ST,Summary9507,1402.4746v1,2014-02-19T17:59:55Z,Near-optimal-sample estimators for spherical Gaussian mixtures,"Jayadev Acharya, Ashkan Jafarpour, Alon Orlitsky, Ananda Theertha Suresh",http://arxiv.org/pdf/1402.4746v1,No journal ref found,none,cs.LG,Summary9508,1402.5596v2,2014-02-23T10:30:21Z,Exact Post Model Selection Inference for Marginal Screening,"Jason D Lee, Jonathan E Taylor",http://arxiv.org/pdf/1402.5596v2,No journal ref found,none,stat.ME,Summary9509,1403.1124v2,2014-03-05T13:40:29Z,Estimating complex causal effects from incomplete observational data,Juha Karvanen,http://arxiv.org/pdf/1403.1124v2,No journal ref found,none,stat.ME,Summary9510,1403.5877v1,2014-03-24T08:26:19Z,Non-uniform Feature Sampling for Decision Tree Ensembles,"Anastasios Kyrillidis, Anastasios Zouzias",http://arxiv.org/pdf/1403.5877v1,No journal ref found,none,stat.ML,Summary9511,1406.0189v1,2014-06-01T18:13:08Z,Convex Total Least Squares,"Dmitry Malioutov, Nikolai Slavov",http://arxiv.org/pdf/1406.0189v1,"JMLR W&CP 32 (1) :109-117, 2014",none,stat.ML,Summary9512,1406.0193v1,2014-06-01T19:09:14Z,Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks,Nikolai Slavov,http://arxiv.org/pdf/1406.0193v1,"JMLR W&CP 9:757-764, 2010",none,stat.ML,Summary9513,1406.0824v1,2014-06-03T19:32:09Z,Supervised classification-based stock prediction and portfolio optimization,"Sercan Arik, Sukru Burc Eryilmaz, Adam Goldberg",http://arxiv.org/pdf/1406.0824v1,No journal ref found,none,q-fin.ST,Summary9514,1406.2082v4,2014-06-09T05:50:20Z,Fast and Flexible ADMM Algorithms for Trend Filtering,"Aaditya Ramdas, Ryan J. Tibshirani",http://arxiv.org/pdf/1406.2082v4,No journal ref found,none,stat.ML,Summary9515,1406.5295v1,2014-06-20T07:21:31Z,Rows vs Columns for Linear Systems of Equations - Randomized Kaczmarz or Coordinate Descent?,Aaditya Ramdas,http://arxiv.org/pdf/1406.5295v1,No journal ref found,none,math.OC,Summary9516,1406.6651v1,2014-06-25T17:46:32Z,Causality Networks,Ishanu Chattopadhyay,http://arxiv.org/pdf/1406.6651v1,No journal ref found,none,cs.LG,Summary9517,1407.1537v5,2014-07-06T20:11:48Z,Linear Coupling: An Ultimate Unification of Gradient and Mirror Descent,"Zeyuan Allen-Zhu, Lorenzo Orecchia",http://arxiv.org/pdf/1407.1537v5,No journal ref found,none,cs.DS,Summary9518,1407.4416v1,2014-07-16T18:27:02Z,In Defense of MinHash Over SimHash,"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1407.4416v1,No journal ref found,none,stat.CO,Summary9519,1407.5978v3,2014-07-22T19:16:01Z,Sequential Changepoint Approach for Online Community Detection,"David Marangoni-Simonsen, Yao Xie",http://arxiv.org/pdf/1407.5978v3,No journal ref found,none,stat.ML,Summary9520,1410.5816v1,2014-10-21T18:54:53Z,"Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits","Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex, Pentland",http://arxiv.org/pdf/1410.5816v1,No journal ref found,none,cs.CY,Summary9521,1410.7220v3,2014-10-27T13:09:29Z,Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization,"Nicolas Gillis, Abhishek Kumar",http://arxiv.org/pdf/1410.7220v3,"SIAM J. Matrix Anal. & Appl. 36 (4), pp. 1404-1424, 2015",none,math.NA,Summary9522,1410.7659v2,2014-10-28T15:32:09Z,Learning graphical models from the Glauber dynamics,"Guy Bresler, David Gamarnik, Devavrat Shah",http://arxiv.org/pdf/1410.7659v2,No journal ref found,none,cs.LG,Summary9523,1411.0347v1,2014-11-03T02:59:39Z,Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares,"Mert Pilanci, Martin J. Wainwright",http://arxiv.org/pdf/1411.0347v1,No journal ref found,none,math.OC,Summary9524,1411.0630v1,2014-11-03T19:46:07Z,Active Inference for Binary Symmetric Hidden Markov Models,"Armen E. Allahverdyan, Aram Galstyan",http://arxiv.org/pdf/1411.0630v1,No journal ref found,none,stat.ML,Summary9525,1411.2066v4,2014-11-08T01:16:44Z,Learning Theory for Distribution Regression,"Zoltan Szabo, Bharath Sriperumbudur, Barnabas Poczos, Arthur Gretton",http://arxiv.org/pdf/1411.2066v4,"Journal of Machine Learning Research, 17(152):1-40, 2016",none,math.ST,Summary9526,1411.2158v5,2014-11-08T20:14:59Z,Covariate-assisted spectral clustering,"Norbert Binkiewicz, Joshua T. Vogelstein, Karl Rohe",http://arxiv.org/pdf/1411.2158v5,No journal ref found,none,stat.ML,Summary9527,1411.3787v1,2014-11-14T04:18:33Z,Asymmetric Minwise Hashing,"Anshumali Shrivastava, Ping Li",http://arxiv.org/pdf/1411.3787v1,No journal ref found,none,stat.ML,Summary9528,1411.6160v2,2014-11-22T19:59:32Z,Characterization of the equivalence of robustification and regularization in linear and matrix regression,"Dimitris Bertsimas, Martin S. Copenhaver",http://arxiv.org/pdf/1411.6160v2,No journal ref found,none,math.ST,Summary9529,1411.6370v2,2014-11-24T07:28:51Z,Big Learning with Bayesian Methods,"Jun Zhu, Jianfei Chen, Wenbo Hu, Bo Zhang",http://arxiv.org/pdf/1411.6370v2,No journal ref found,none,cs.LG,Summary9530,1412.2859v1,2014-12-09T05:23:27Z,Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes,"Sarah Marzen, James P. Crutchfield",http://arxiv.org/pdf/1412.2859v1,No journal ref found,none,cond-mat.stat-mech,Summary9531,1412.6586v3,2014-12-20T03:02:32Z,A deep-structured fully-connected random field model for structured inference,"Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiao Yu Wang",http://arxiv.org/pdf/1412.6586v3,"IEEE Access Journal, vol. 3, pp. 469-477, 2015",none,stat.ML,Summary9532,1502.00182v2,2015-02-01T00:57:57Z,A Subspace Learning Approach to High-Dimensional Matrix Decomposition with Efficient Information Sampling,"Mostafa Rahmani, George Atia",http://arxiv.org/pdf/1502.00182v2,No journal ref found,none,cs.NA,Summary9533,1502.03496v1,2015-02-12T00:25:32Z,Spectral Sparsification of Random-Walk Matrix Polynomials,"Dehua Cheng, Yu Cheng, Yan Liu, Richard Peng, Shang-Hua Teng",http://arxiv.org/pdf/1502.03496v1,No journal ref found,none,cs.DS,Summary9534,1502.04269v3,2015-02-15T01:26:41Z,Supersparse Linear Integer Models for Optimized Medical Scoring Systems,"Berk Ustun, Cynthia Rudin",http://arxiv.org/pdf/1502.04269v3,No journal ref found,none,stat.ML,Summary9535,1502.05023v2,2015-02-17T20:23:13Z,A New Sampling Technique for Tensors,"Srinadh Bhojanapalli, Sujay Sanghavi",http://arxiv.org/pdf/1502.05023v2,No journal ref found,none,stat.ML,Summary9536,1502.05675v2,2015-02-19T19:30:46Z,NP-Hardness and Inapproximability of Sparse PCA,Malik Magdon-Ismail,http://arxiv.org/pdf/1502.05675v2,No journal ref found,none,cs.LG,Summary9537,1503.03903v1,2015-03-12T22:16:55Z,Approximating Sparse PCA from Incomplete Data,"Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail",http://arxiv.org/pdf/1503.03903v1,No journal ref found,none,cs.LG,Summary9538,1503.05526v1,2015-03-18T18:30:34Z,Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation,"Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi",http://arxiv.org/pdf/1503.05526v1,"Transactions on Machine Learning and Data Mining, 2014, 7 (2), pp.39-64",none,stat.ML,Summary9539,1504.00052v1,2015-03-31T21:48:56Z,Improved Error Bounds Based on Worst Likely Assignments,Eric Bax,http://arxiv.org/pdf/1504.00052v1,No journal ref found,none,stat.ML,Summary9540,1504.00386v1,2015-04-01T20:55:10Z,"Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning","James P. Crutchfield, Sarah Marzen",http://arxiv.org/pdf/1504.00386v1,No journal ref found,none,cond-mat.stat-mech,Summary9541,1504.01294v2,2015-04-06T14:49:13Z,A Probabilistic $\ell_1$ Method for Clustering High Dimensional Data,"Tsvetan Asamov, Adi Ben-Israel",http://arxiv.org/pdf/1504.01294v2,No journal ref found,none,math.ST,Summary9542,1504.05487v1,2015-04-21T16:01:00Z,Deep Convolutional Neural Networks Based on Semi-Discrete Frames,"Thomas Wiatowski, Helmut Bölcskei",http://arxiv.org/pdf/1504.05487v1,"Proc. of IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, pp. 1212-1216, June 2015",none,cs.LG,Summary9543,1506.01744v1,2015-06-04T22:57:28Z,Spectral Learning of Large Structured HMMs for Comparative Epigenomics,"Chicheng Zhang, Jimin Song, Kevin C Chen, Kamalika Chaudhuri",http://arxiv.org/pdf/1506.01744v1,No journal ref found,none,stat.ML,Summary9544,1506.02155v2,2015-06-06T14:37:01Z,Optimal Rates for Random Fourier Features,"Bharath K. Sriperumbudur, Zoltan Szabo",http://arxiv.org/pdf/1506.02155v2,No journal ref found,none,math.ST,Summary9545,1506.02222v5,2015-06-07T05:45:24Z,No penalty no tears: Least squares in high-dimensional linear models,"Xiangyu Wang, David Dunson, Chenlei Leng",http://arxiv.org/pdf/1506.02222v5,No journal ref found,none,stat.ME,Summary9546,1506.02344v2,2015-06-08T03:37:36Z,Stay on path: PCA along graph paths,"Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis, Han-Gyol Yi and, Bharath Chandrasekaran",http://arxiv.org/pdf/1506.02344v2,No journal ref found,none,stat.ML,Summary9547,1506.03486v2,2015-06-10T21:28:38Z,Sequential Nonparametric Testing with the Law of the Iterated Logarithm,"Akshay Balsubramani, Aaditya Ramdas",http://arxiv.org/pdf/1506.03486v2,No journal ref found,none,stat.ML,Summary9548,1506.06179v1,2015-06-19T23:07:51Z,Detectability thresholds and optimal algorithms for community structure in dynamic networks,"Amir Ghasemian, Pan Zhang, Aaron Clauset, Cristopher Moore, Leto Peel",http://arxiv.org/pdf/1506.06179v1,"Phys. Rev. X 6, 031005 (2016)",none,stat.ML,Summary9549,1506.07216v3,2015-06-24T01:01:41Z,Communication Lower Bounds for Statistical Estimation Problems via a Distributed Data Processing Inequality,"Mark Braverman, Ankit Garg, Tengyu Ma, Huy L. Nguyen, David P. Woodruff",http://arxiv.org/pdf/1506.07216v3,No journal ref found,none,cs.LG,Summary9550,1506.08180v1,2015-06-26T18:55:11Z,An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process,"Amar Shah, David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1506.08180v1,No journal ref found,none,stat.ML,Summary9551,1507.00421v1,2015-07-02T03:58:47Z,Categorical Matrix Completion,"Yang Cao, Yao Xie",http://arxiv.org/pdf/1507.00421v1,No journal ref found,none,cs.NA,Summary9552,1507.05371v2,2015-07-20T02:45:01Z,Regret Guarantees for Item-Item Collaborative Filtering,"Guy Bresler, Devavrat Shah, Luis F. Voloch",http://arxiv.org/pdf/1507.05371v2,No journal ref found,none,cs.LG,Summary9553,1507.06580v1,2015-07-23T17:32:49Z,Multi-scale exploration of convex functions and bandit convex optimization,"Sébastien Bubeck, Ronen Eldan",http://arxiv.org/pdf/1507.06580v1,No journal ref found,none,math.MG,Summary9554,1507.06970v2,2015-07-24T19:36:13Z,Perturbed Iterate Analysis for Asynchronous Stochastic Optimization,"Horia Mania, Xinghao Pan, Dimitris Papailiopoulos, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan",http://arxiv.org/pdf/1507.06970v2,No journal ref found,none,stat.ML,Summary9555,1507.08788v1,2015-07-31T07:57:18Z,Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity,Ohad Shamir,http://arxiv.org/pdf/1507.08788v1,No journal ref found,none,cs.LG,Summary9556,1508.02087v2,2015-08-09T21:40:33Z,A Linearly-Convergent Stochastic L-BFGS Algorithm,"Philipp Moritz, Robert Nishihara, Michael I. Jordan",http://arxiv.org/pdf/1508.02087v2,No journal ref found,none,math.OC,Summary9557,1508.02933v3,2015-08-12T14:31:49Z,No Regret Bound for Extreme Bandits,"Robert Nishihara, David Lopez-Paz, Léon Bottou",http://arxiv.org/pdf/1508.02933v3,No journal ref found,none,stat.ML,Summary9558,1508.03712v1,2015-08-15T09:07:01Z,Towards an Axiomatic Approach to Hierarchical Clustering of Measures,"Philipp Thomann, Ingo Steinwart, Nico Schmid",http://arxiv.org/pdf/1508.03712v1,"Journal of Machine Learning Research. 16(Sep):1949-2002, 2015",none,stat.ML,Summary9559,1509.00727v1,2015-09-02T14:56:22Z,Heavy-tailed Independent Component Analysis,"Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher",http://arxiv.org/pdf/1509.00727v1,No journal ref found,none,cs.LG,Summary9560,1509.04376v1,2015-09-15T02:18:58Z,Precise Phase Transition of Total Variation Minimization,"Bingwen Zhang, Weiyu Xu, Jian-Feng Cai, Lifeng Lai",http://arxiv.org/pdf/1509.04376v1,No journal ref found,none,cs.IT,Summary9561,1509.06893v1,2015-09-23T09:14:34Z,Efficient reconstruction of transmission probabilities in a spreading process from partial observations,"Andrey Y. Lokhov, Theodor Misiakiewicz",http://arxiv.org/pdf/1509.06893v1,No journal ref found,none,physics.soc-ph,Summary9562,1509.08581v3,2015-09-29T03:39:01Z,Optimization over Sparse Symmetric Sets via a Nonmonotone Projected Gradient Method,Zhaosong Lu,http://arxiv.org/pdf/1509.08581v3,No journal ref found,none,math.OC,Summary9563,1509.08990v1,2015-09-30T01:43:09Z,Learning without Recall: A Case for Log-Linear Learning,"Mohammad Amin Rahimian, Ali Jadbabaie",http://arxiv.org/pdf/1509.08990v1,No journal ref found,none,cs.SI,Summary9564,1511.04514v1,2015-11-14T05:57:24Z,Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference,"Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang",http://arxiv.org/pdf/1511.04514v1,No journal ref found,none,stat.ML,Summary9565,1511.07837v3,2015-11-24T19:28:09Z,Generalized Conjugate Gradient Methods for $\ell_1$ Regularized Convex Quadratic Programming with Finite Convergence,"Zhaosong Lu, Xiaojun Chen",http://arxiv.org/pdf/1511.07837v3,No journal ref found,none,math.OC,Summary9566,1512.02896v1,2015-12-09T15:23:33Z,Where You Are Is Who You Are: User Identification by Matching Statistics,"Farid M. Naini, Jayakrishnan Unnikrishnan, Patrick Thiran, Martin Vetterli",http://arxiv.org/pdf/1512.02896v1,No journal ref found,none,cs.LG,Summary9567,1512.08425v2,2015-12-28T14:48:03Z,Convexified Modularity Maximization for Degree-corrected Stochastic Block Models,"Yudong Chen, Xiaodong Li, Jiaming Xu",http://arxiv.org/pdf/1512.08425v2,No journal ref found,none,math.ST,Summary9568,1602.01064v3,2016-02-02T19:58:11Z,Minimum Regret Search for Single- and Multi-Task Optimization,Jan Hendrik Metzen,http://arxiv.org/pdf/1602.01064v3,No journal ref found,none,stat.ML,Summary9569,1602.02263v2,2016-02-06T15:03:26Z,DOLPHIn - Dictionary Learning for Phase Retrieval,"Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal",http://arxiv.org/pdf/1602.02263v2,No journal ref found,none,math.OC,Summary9570,1602.03647v2,2016-02-11T09:25:24Z,On the Difficulty of Selecting Ising Models with Approximate Recovery,"Jonathan Scarlett, Volkan Cevher",http://arxiv.org/pdf/1602.03647v2,No journal ref found,none,cs.IT,Summary9571,1602.04567v1,2016-02-15T06:22:59Z,Adversarial Top-$K$ Ranking,"Changho Suh, Vincent Y. F. Tan, Renbo Zhao",http://arxiv.org/pdf/1602.04567v1,No journal ref found,none,cs.IR,Summary9572,1602.05264v1,2016-02-17T01:39:29Z,Anomaly Detection in Clutter using Spectrally Enhanced Ladar,"Puneet S Chhabra, Andrew M Wallace, James R Hopgood",http://arxiv.org/pdf/1602.05264v1,No journal ref found,none,physics.optics,Summary9573,1602.05394v2,2016-02-17T12:57:08Z,Online optimization and regret guarantees for non-additive long-term constraints,"Rodolphe Jenatton, Jim Huang, Dominik Csiba, Cedric Archambeau",http://arxiv.org/pdf/1602.05394v2,No journal ref found,none,stat.ML,Summary9574,1602.08927v2,2016-02-29T12:05:53Z,High-Dimensional $L_2$Boosting: Rate of Convergence,"Ye Luo, Martin Spindler",http://arxiv.org/pdf/1602.08927v2,No journal ref found,none,stat.ML,Summary9575,1603.04153v1,2016-03-14T07:01:28Z,Top-$K$ Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal,"Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh",http://arxiv.org/pdf/1603.04153v1,No journal ref found,none,cs.LG,Summary9576,1603.06861v1,2016-03-22T16:34:26Z,Trading-off variance and complexity in stochastic gradient descent,"Vatsal Shah, Megasthenis Asteris, Anastasios Kyrillidis, Sujay Sanghavi",http://arxiv.org/pdf/1603.06861v1,No journal ref found,none,stat.ML,Summary9577,1605.00609v1,2016-05-02T18:32:19Z,Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions,"Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner, Andreas Krause",http://arxiv.org/pdf/1605.00609v1,No journal ref found,none,cs.LG,Summary9578,1605.01278v2,2016-05-04T13:44:53Z,A Bayesian Approach to Policy Recognition and State Representation Learning,"Adrian Šošić, Abdelhak M. Zoubir, Heinz Koeppl",http://arxiv.org/pdf/1605.01278v2,No journal ref found,none,stat.ML,Summary9579,1605.03933v1,2016-05-12T19:07:31Z,Competitive analysis of the top-K ranking problem,"Xi Chen, Sivakanth Gopi, Jieming Mao, Jon Schneider",http://arxiv.org/pdf/1605.03933v1,No journal ref found,none,cs.DS,Summary9580,1605.06422v3,2016-05-20T16:21:13Z,Fast Randomized Semi-Supervised Clustering,"Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová",http://arxiv.org/pdf/1605.06422v3,No journal ref found,none,cs.LG,Summary9581,1605.07094v1,2016-05-23T17:04:57Z,Optimal Coding in Biological and Artificial Neural Networks,"Sebastian Weichwald, Tatiana Fomina, Bernhard Schölkopf, Moritz Grosse-Wentrup",http://arxiv.org/pdf/1605.07094v1,No journal ref found,none,q-bio.NC,Summary9582,1605.09646v1,2016-05-31T14:38:03Z,Average-case Hardness of RIP Certification,"Tengyao Wang, Quentin Berthet, Yaniv Plan",http://arxiv.org/pdf/1605.09646v1,No journal ref found,none,cs.LG,Summary9583,1605.09721v1,2016-05-31T17:15:01Z,CYCLADES: Conflict-free Asynchronous Machine Learning,"Xinghao Pan, Maximilian Lam, Stephen Tu, Dimitris Papailiopoulos, Ce Zhang, Michael I. Jordan, Kannan Ramchandran, Chris Re, Benjamin Recht",http://arxiv.org/pdf/1605.09721v1,No journal ref found,none,stat.ML,Summary9584,1606.02679v2,2016-06-07T01:30:19Z,Learning Power Spectrum Maps from Quantized Power Measurements,"Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto Lopez-Valcarce",http://arxiv.org/pdf/1606.02679v2,No journal ref found,none,cs.IT,Summary9585,1606.03956v1,2016-06-13T14:03:50Z,Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines,"Eric W. Tramel, Andre Manoel, Francesco Caltagirone, Marylou Gabrié, Florent Krzakala",http://arxiv.org/pdf/1606.03956v1,No journal ref found,none,cs.IT,Summary9586,1607.02413v2,2016-07-08T15:25:46Z,Lower Bounds on Active Learning for Graphical Model Selection,"Jonathan Scarlett, Volkan Cevher",http://arxiv.org/pdf/1607.02413v2,No journal ref found,none,cs.IT,Summary9587,1607.03463v2,2016-07-12T18:41:52Z,LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain,"Zeyuan Allen-Zhu, Yuanzhi Li",http://arxiv.org/pdf/1607.03463v2,No journal ref found,none,cs.NA,Summary9588,1607.07837v3,2016-07-26T18:46:21Z,"First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate","Zeyuan Allen-Zhu, Yuanzhi Li",http://arxiv.org/pdf/1607.07837v3,No journal ref found,none,math.OC,Summary9589,1608.04773v1,2016-08-16T20:48:02Z,Faster Principal Component Regression via Optimal Polynomial Approximation to sgn(x),"Zeyuan Allen-Zhu, Yuanzhi Li",http://arxiv.org/pdf/1608.04773v1,No journal ref found,none,stat.ML,Summary9590,1608.07630v1,2016-08-26T23:53:43Z,Global analysis of Expectation Maximization for mixtures of two Gaussians,"Ji Xu, Daniel Hsu, Arian Maleki",http://arxiv.org/pdf/1608.07630v1,No journal ref found,none,math.ST,Summary9591,1609.07537v1,2016-09-23T23:12:06Z,"A Tutorial on Distributed (Non-Bayesian) Learning: Problem, Algorithms and Results","Angelia Nedić, Alex Olshevsky, César A. Uribe",http://arxiv.org/pdf/1609.07537v1,No journal ref found,none,math.OC,Summary9592,1610.06656v2,2016-10-21T02:45:46Z,Single Pass PCA of Matrix Products,"Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis",http://arxiv.org/pdf/1610.06656v2,No journal ref found,none,stat.ML,Summary9593,1611.01129v1,2016-11-03T19:02:02Z,Cross: Efficient Low-rank Tensor Completion,Anru Zhang,http://arxiv.org/pdf/1611.01129v1,No journal ref found,none,stat.ME,Summary9594,1611.03404v1,2016-11-10T17:16:04Z,Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference,"Jeffrey Regier, Kiran Pamnany, Ryan Giordano, Rollin Thomas, David Schlegel, Jon McAuliffe, Prabhat",http://arxiv.org/pdf/1611.03404v1,No journal ref found,none,cs.DC,Summary9595,1612.01600v2,2016-12-06T00:15:33Z,Distributed Gaussian Learning over Time-varying Directed Graphs,"Angelia Nedić, Alex Olshevsky, César A. Uribe",http://arxiv.org/pdf/1612.01600v2,No journal ref found,none,math.OC,Summary9596,1612.04262v1,2016-12-13T16:19:00Z,An EoS-meter of QCD transition from deep learning,"Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stöcker, Xin-Nian Wang",http://arxiv.org/pdf/1612.04262v1,No journal ref found,none,hep-ph,Summary9597,1612.08406v2,2016-12-26T15:42:22Z,Correlated signal inference by free energy exploration,"Torsten A. Enßlin, Jakob Knollmüller",http://arxiv.org/pdf/1612.08406v2,No journal ref found,none,stat.ML,Summary9598,1702.06972v1,2017-02-22T19:22:55Z,Approximations of the Restless Bandit Problem,"Steffen Grunewalder, Azadeh Khaleghi",http://arxiv.org/pdf/1702.06972v1,No journal ref found,none,math.ST,Summary9599,1702.08248v1,2017-02-27T12:03:01Z,Scalable and Distributed Clustering via Lightweight Coresets,"Olivier Bachem, Mario Lucic, Andreas Krause",http://arxiv.org/pdf/1702.08248v1,No journal ref found,none,stat.ML,Summary9600,1703.00734v1,2017-03-02T11:48:24Z,Distributed Bayesian Matrix Factorization with Minimal Communication,"Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski",http://arxiv.org/pdf/1703.00734v1,No journal ref found,none,stat.ML,Summary9601,1703.00893v1,2017-03-02T18:50:33Z,Being Robust (in High Dimensions) Can Be Practical,"Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, Ankur Moitra, Alistair Stewart",http://arxiv.org/pdf/1703.00893v1,No journal ref found,none,cs.LG,Summary9602,cs/0012011v1,2000-12-16T09:38:13Z,Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory,Marcus Hutter,http://arxiv.org/pdf/cs/0012011v1,"Lecture Notes in Artificial Intelligence (LNAI 2167), Proc. 12th Eurpean Conf. on Machine Learning, ECML (2001) 226--238",none,cs.AI,Summary9603,cs/0305052v1,2003-05-29T11:11:01Z,On the Existence and Convergence Computable Universal Priors,Marcus Hutter,http://arxiv.org/pdf/cs/0305052v1,Proceedings of the 14th International Conference on Algorithmic Learning Theory (ALT-2003) 298-312,none,cs.LG,Summary9604,cs/0407039v1,2004-07-16T10:36:49Z,On the Convergence Speed of MDL Predictions for Bernoulli Sequences,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/cs/0407039v1,"Proc. 15th International Conf. on Algorithmic Learning Theory (ALT-2004), pages 294-308",none,cs.LG,Summary9605,cs/0601089v1,2006-01-20T17:46:45Z,Distributed Kernel Regression: An Algorithm for Training Collaboratively,"Joel B. Predd, Sanjeev R. Kulkarni, H. Vincent Poor",http://arxiv.org/pdf/cs/0601089v1,No journal ref found,none,cs.LG,Summary9606,0705.0760v1,2007-05-05T18:57:47Z,Equivalence of LP Relaxation and Max-Product for Weighted Matching in General Graphs,Sujay Sanghavi,http://arxiv.org/pdf/0705.0760v1,No journal ref found,none,cs.IT,Summary9607,1004.1061v1,2010-04-07T11:52:25Z,On Tsallis Entropy Bias and Generalized Maximum Entropy Models,"Yuexian Hou, Tingxu Yan, Peng Zhang, Dawei Song, Wenjie Li",http://arxiv.org/pdf/1004.1061v1,No journal ref found,none,cs.LG,Summary9608,1102.1027v1,2011-02-04T22:10:45Z,Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics,"Alaa Abi-Haidar, Luis M. Rocha",http://arxiv.org/pdf/1102.1027v1,"Evolutionary Intelligence. 2011. Volume 4, Number 2, 69-80",none,cs.IR,Summary9609,1206.6230v2,2012-06-27T11:11:55Z,Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena,"Jie Chen, Kian Hsiang Low, Colin Keng-Yan Tan, Ali Oran, Patrick Jaillet, John M. Dolan, Gaurav S. Sukhatme",http://arxiv.org/pdf/1206.6230v2,No journal ref found,none,cs.LG,Summary9610,1209.2355v5,2012-09-11T15:47:43Z,Counterfactual Reasoning and Learning Systems,"Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela, Denis X. Charles, D. Max Chickering, Elon Portugaly, Dipankar Ray, Patrice Simard, Ed Snelson",http://arxiv.org/pdf/1209.2355v5,No journal ref found,none,cs.LG,Summary9611,1209.2620v1,2012-09-12T14:17:09Z,Probabilities on Sentences in an Expressive Logic,"Marcus Hutter, John W. Lloyd, Kee Siong Ng, William T. B. Uther",http://arxiv.org/pdf/1209.2620v1,No journal ref found,none,cs.LO,Summary9612,1211.6616v3,2012-11-28T14:48:36Z,TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks,"Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Jacques Palicot, Honggang Zhang",http://arxiv.org/pdf/1211.6616v3,No journal ref found,none,cs.NI,Summary9613,1309.4962v1,2013-09-19T13:22:31Z,HOL(y)Hammer: Online ATP Service for HOL Light,"Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1309.4962v1,No journal ref found,none,cs.AI,Summary9614,1310.2805v1,2013-10-10T13:24:07Z,MizAR 40 for Mizar 40,"Cezary Kaliszyk, Josef Urban",http://arxiv.org/pdf/1310.2805v1,No journal ref found,none,cs.AI,Summary9615,1401.1465v1,2014-01-07T18:28:20Z,Cortical prediction markets,David Balduzzi,http://arxiv.org/pdf/1401.1465v1,No journal ref found,none,cs.AI,Summary9616,1401.3531v2,2014-01-15T09:41:50Z,Highly comparative feature-based time-series classification,"Ben D. Fulcher, Nick S. Jones",http://arxiv.org/pdf/1401.3531v2,No journal ref found,none,cs.LG,Summary9617,1405.3229v1,2014-05-13T16:51:54Z,Rate of Convergence and Error Bounds for LSTD($λ$),"Manel Tagorti, Bruno Scherrer",http://arxiv.org/pdf/1405.3229v1,No journal ref found,none,cs.LG,Summary9618,1409.5671v1,2014-09-12T05:21:06Z,A Formal Methods Approach to Pattern Synthesis in Reaction Diffusion Systems,"Ebru Aydin Gol, Ezio Bartocci, Calin Belta",http://arxiv.org/pdf/1409.5671v1,No journal ref found,none,cs.AI,Summary9619,1504.07313v1,2015-04-28T00:20:50Z,Private Disclosure of Information in Health Tele-monitoring,"Daniel Aranki, Ruzena Bajcsy",http://arxiv.org/pdf/1504.07313v1,No journal ref found,none,cs.CR,Summary9620,1507.00567v1,2015-07-02T13:11:22Z,Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution,"Pooyan Jamshidi, Amir Sharifloo, Claus Pahl, Andreas Metzger, Giovani Estrada",http://arxiv.org/pdf/1507.00567v1,No journal ref found,none,cs.SY,Summary9621,1604.01785v1,2016-04-06T20:01:28Z,Safe Probability,Peter Grünwald,http://arxiv.org/pdf/1604.01785v1,No journal ref found,none,stat.ME,Summary9622,1606.07384v1,2016-06-23T17:47:13Z,Robust Learning of Fixed-Structure Bayesian Networks,"Ilias Diakonikolas, Daniel Kane, Alistair Stewart",http://arxiv.org/pdf/1606.07384v1,No journal ref found,none,cs.DS,Summary9623,1607.08289v1,2016-07-28T01:22:26Z,Mammalian Value Systems,"Gopal P. Sarma, Nick J. Hay",http://arxiv.org/pdf/1607.08289v1,No journal ref found,none,cs.AI,Summary9624,1609.00932v1,2016-09-04T13:31:36Z,Spectral learning of dynamic systems from nonequilibrium data,"Hao Wu, Frank Noé",http://arxiv.org/pdf/1609.00932v1,No journal ref found,none,cs.LG,Summary9625,1701.07232v1,2017-01-25T10:01:39Z,Learn&Fuzz: Machine Learning for Input Fuzzing,"Patrice Godefroid, Hila Peleg, Rishabh Singh",http://arxiv.org/pdf/1701.07232v1,No journal ref found,none,cs.AI,Summary9626,1702.08791v1,2017-02-28T14:07:42Z,Robust Budget Allocation via Continuous Submodular Functions,"Matthew Staib, Stefanie Jegelka",http://arxiv.org/pdf/1702.08791v1,No journal ref found,none,cs.LG,Summary9627,1703.02100v1,2017-03-06T20:28:23Z,Guarantees for Greedy Maximization of Non-submodular Functions with Applications,"Andrew An Bian, Joachim M. Buhmann, Andreas Krause, Sebastian Tschiatschek",http://arxiv.org/pdf/1703.02100v1,No journal ref found,none,cs.DM,Summary9628,1102.0059v2,2011-02-01T02:08:00Z,Statistical methods for tissue array images - algorithmic scoring and co-training,"Donghui Yan, Pei Wang, Michael Linden, Beatrice Knudsen, Timothy Randolph",http://arxiv.org/pdf/1102.0059v2,"Annals of Applied Statistics 2012, Vol. 6, No. 3, 1280-1305",none,stat.ME,Summary9629,1409.4271v5,2014-09-15T14:22:34Z,"The Ordered Weighted $\ell_1$ Norm: Atomic Formulation, Projections, and Algorithms","Xiangrong Zeng, Mário A. T. Figueiredo",http://arxiv.org/pdf/1409.4271v5,No journal ref found,none,cs.DS,Summary9630,1210.4081v1,2012-10-15T15:55:34Z,Getting Feasible Variable Estimates From Infeasible Ones: MRF Local Polytope Study,"Bogdan Savchynskyy, Stefan Schmidt",http://arxiv.org/pdf/1210.4081v1,No journal ref found,none,cs.NA,Summary9631,1502.02077v3,2015-02-06T23:55:13Z,Quantum Energy Regression using Scattering Transforms,"Matthew Hirn, Nicolas Poilvert, Stéphane Mallat",http://arxiv.org/pdf/1502.02077v3,No journal ref found,none,cs.LG,Summary9632,1504.07116v2,2015-04-27T14:49:24Z,Meta learning of bounds on the Bayes classifier error,"Kevin R. Moon, Veronique Delouille, Alfred O. Hero III",http://arxiv.org/pdf/1504.07116v2,"IEEE Signal Processing and SP Education Workshop, pp. 13-18, Aug. 2015",none,cs.LG,Summary9633,1609.04104v1,2016-09-14T01:23:05Z,Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging,"Morteza Mardani, Georgios B. Giannakis, Kamil Ugurbil",http://arxiv.org/pdf/1609.04104v1,No journal ref found,none,cs.LG,Summary9634,1406.1234v1,2014-06-04T23:28:51Z,A Geometric Method to Obtain the Generation Probability of a Sentence,Chen Lijiang,http://arxiv.org/pdf/1406.1234v1,No journal ref found,none,cs.CL,Summary9635,0906.1980v1,2009-06-10T17:23:12Z,On Maximum a Posteriori Estimation of Hidden Markov Processes,"Armen Allahverdyan, Aram Galstyan",http://arxiv.org/pdf/0906.1980v1,No journal ref found,none,cs.AI,Summary9636,1006.2165v5,2010-06-10T22:23:23Z,A Probabilistic Perspective on Gaussian Filtering and Smoothing,"Marc Peter Deisenroth, Henrik Ohlsson",http://arxiv.org/pdf/1006.2165v5,No journal ref found,none,stat.ME,Summary9637,1111.6923v1,2011-11-29T18:31:54Z,Efficient Adaptive Compressive Sensing Using Sparse Hierarchical Learned Dictionaries,"Akshay Soni, Jarvis Haupt",http://arxiv.org/pdf/1111.6923v1,No journal ref found,none,stat.ML,Summary9638,1109.3827v2,2011-09-18T00:53:53Z,Online Robust Subspace Tracking from Partial Information,"Jun He, Laura Balzano, John C. S. Lui",http://arxiv.org/pdf/1109.3827v2,No journal ref found,none,cs.IT,Summary9639,1304.4634v1,2013-04-16T22:11:53Z,Speckle Reduction in Polarimetric SAR Imagery with Stochastic Distances and Nonlocal Means,"Leonardo Torres, Sidnei J. S. SantAnna, Corina C. Freitas, Alejandro C. Frery",http://arxiv.org/pdf/1304.4634v1,No journal ref found,none,cs.IT,Summary9640,1311.4924v4,2013-11-20T00:20:50Z,Robust Compressed Sensing Under Matrix Uncertainties,Yipeng Liu,http://arxiv.org/pdf/1311.4924v4,No journal ref found,none,cs.IT,Summary9641,1207.0704v1,2012-07-03T14:57:44Z,Speckle Reduction using Stochastic Distances,"Leonardo Torres, Tamer Cavalcante, Alejandro C. Frery",http://arxiv.org/pdf/1207.0704v1,No journal ref found,none,cs.IT,Summary9642,1207.0771v1,2012-07-03T18:11:46Z,Polarimetric SAR Image Smoothing with Stochastic Distances,"Leonardo Torres, Antonio C. Medeiros, Alejandro C. Frery",http://arxiv.org/pdf/1207.0771v1,No journal ref found,none,cs.IT,Summary9643,1308.4338v1,2013-08-20T15:58:19Z,SAR Image Despeckling Algorithms using Stochastic Distances and Nonlocal Means,"Leonardo Torres, Alejandro C. Frery",http://arxiv.org/pdf/1308.4338v1,No journal ref found,none,cs.IT,Summary9644,1308.6487v1,2013-08-29T14:56:01Z,A New Algorithm of Speckle Filtering using Stochastic Distances,"Leonardo Torres, Tamer Cavalcante, Alejandro C. Frery",http://arxiv.org/pdf/1308.6487v1,No journal ref found,none,cs.IT,Summary9645,1402.4053v1,2014-02-17T16:49:38Z,The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold,"Franz J Király, Martin Ehler",http://arxiv.org/pdf/1402.4053v1,No journal ref found,none,math.FA,Summary9646,1412.0614v2,2014-12-01T19:53:25Z,Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information,"Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues",http://arxiv.org/pdf/1412.0614v2,No journal ref found,none,cs.IT,Summary9647,1610.04583v1,2016-10-14T19:05:32Z,Message-passing algorithms for synchronization problems over compact groups,"Amelia Perry, Alexander S. Wein, Afonso S. Bandeira, Ankur Moitra",http://arxiv.org/pdf/1610.04583v1,No journal ref found,none,cs.IT,Summary9648,1610.06461v1,2016-10-20T15:37:53Z,Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution,"Abbas Kazemipour, Ji Liu, Patrick Kanold, Min Wu, Behtash Babadi",http://arxiv.org/pdf/1610.06461v1,No journal ref found,none,stat.ML,Summary9649,cs/0312044v2,2003-12-19T18:41:29Z,Clustering by compression,"Rudi Cilibrasi, Paul Vitanyi",http://arxiv.org/pdf/cs/0312044v2,No journal ref found,none,cs.CV,Summary9650,0705.4485v1,2007-05-30T23:22:59Z,Mixed membership stochastic blockmodels,"Edoardo M Airoldi, David M Blei, Stephen E Fienberg, Eric P Xing",http://arxiv.org/pdf/0705.4485v1,"Journal of Machine Learning Research, 9, 1981-2014.",none,stat.ME,Summary9651,0709.1516v1,2007-09-11T01:39:20Z,On Universal Prediction and Bayesian Confirmation,Marcus Hutter,http://arxiv.org/pdf/0709.1516v1,"Theoretical Computer Science, 384 (2007) pages 33-48",none,math.ST,Summary9652,0807.1005v1,2008-07-07T12:57:23Z,Catching Up Faster by Switching Sooner: A Prequential Solution to the AIC-BIC Dilemma,"Tim van Erven, Peter Grunwald, Steven de Rooij",http://arxiv.org/pdf/0807.1005v1,No journal ref found,none,math.ST,Summary9653,0909.0400v1,2009-09-02T13:25:48Z,Rare-Allele Detection Using Compressed Se(que)nsing,"Noam Shental, Amnon Amir, Or Zuk",http://arxiv.org/pdf/0909.0400v1,No journal ref found,none,q-bio.GN,Summary9654,0909.4588v1,2009-09-25T02:57:17Z,Discrete MDL Predicts in Total Variation,Marcus Hutter,http://arxiv.org/pdf/0909.4588v1,Advances in Neural Information Processing Systems 22 (NIPS 2009) pages 817-825,none,math.PR,Summary9655,1005.0794v1,2010-05-05T17:11:26Z,Active Learning for Hidden Attributes in Networks,"Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, Cristopher Moore",http://arxiv.org/pdf/1005.0794v1,No journal ref found,none,stat.ML,Summary9656,1103.1689v1,2011-03-09T02:03:17Z,Information Theoretic Limits on Learning Stochastic Differential Equations,"José Bento, Morteza Ibrahimi, Andrea Montanari",http://arxiv.org/pdf/1103.1689v1,No journal ref found,none,cs.IT,Summary9657,1107.3059v3,2011-07-15T12:47:02Z,From Small-World Networks to Comparison-Based Search,"Amin Karbasi, Stratis Ioannidis, Laurent Massoulie",http://arxiv.org/pdf/1107.3059v3,No journal ref found,none,cs.LG,Summary9658,1112.4258v5,2011-12-19T07:42:21Z,A geometric analysis of subspace clustering with outliers,"Mahdi Soltanolkotabi, Emmanuel J. Candés",http://arxiv.org/pdf/1112.4258v5,"Annals of Statistics 2012, Vol. 40, No. 4, 2195-2238",none,cs.IT,Summary9659,1205.1482v3,2012-05-07T18:55:04Z,Risk estimation for matrix recovery with spectral regularization,"Charles-Alban Deledalle, Samuel Vaiter, Gabriel Peyré, Jalal Fadili, Charles Dossal",http://arxiv.org/pdf/1205.1482v3,No journal ref found,none,math.OC,Summary9660,1208.1259v1,2012-08-06T12:28:06Z,One Permutation Hashing for Efficient Search and Learning,"Ping Li, Art Owen, Cun-Hui Zhang",http://arxiv.org/pdf/1208.1259v1,No journal ref found,none,cs.LG,Summary9661,1212.5932v2,2012-12-24T16:41:08Z,Fully scalable online-preprocessing algorithm for short oligonucleotide microarray atlases,"Leo Lahti, Aurora Torrente, Laura L. Elo, Alvis Brazma, Johan Rung",http://arxiv.org/pdf/1212.5932v2,"Leo Lahti, Aurora Torrente, Laura L. Elo, Alvis Brazma, Johan Rung. A fully scalable online pre-processing algorithm for short oligonucleotide microarray atlases. Nucleic Acids Research, Online April 5, 2013",none,q-bio.QM,Summary9662,1302.0895v1,2013-02-04T22:51:56Z,Exact Sparse Recovery with L0 Projections,"Ping Li, Cun-Hui Zhang",http://arxiv.org/pdf/1302.0895v1,No journal ref found,none,stat.ML,Summary9663,1302.3407v1,2013-02-14T14:15:14Z,A consistent clustering-based approach to estimating the number of change-points in highly dependent time-series,"Azaden Khaleghi, Daniil Ryabko",http://arxiv.org/pdf/1302.3407v1,No journal ref found,none,stat.ML,Summary9664,1109.3240v1,2011-09-15T02:10:26Z,Active Learning for Node Classification in Assortative and Disassortative Networks,"Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, Terran Lane",http://arxiv.org/pdf/1109.3240v1,No journal ref found,none,cs.IT,Summary9665,1301.2603v3,2013-01-11T21:05:23Z,Robust subspace clustering,"Mahdi Soltanolkotabi, Ehsan Elhamifar, Emmanuel J. Candès",http://arxiv.org/pdf/1301.2603v3,"Annals of Statistics 2014, Vol. 42, No. 2, 669-699",none,cs.LG,Summary9666,1301.2725v1,2013-01-12T22:39:56Z,Robust High Dimensional Sparse Regression and Matching Pursuit,"Yudong Chen, Constantine Caramanis, Shie Mannor",http://arxiv.org/pdf/1301.2725v1,No journal ref found,none,stat.ML,Summary9667,1304.0682v8,2013-04-02T16:35:28Z,Sparse Signal Processing with Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach,"Cem Aksoylar, George Atia, Venkatesh Saligrama",http://arxiv.org/pdf/1304.0682v8,No journal ref found,none,cs.IT,Summary9668,1309.1392v2,2013-09-05T16:18:35Z,Bayesian Structural Inference for Hidden Processes,"Christopher C. Strelioff, James P. Crutchfield",http://arxiv.org/pdf/1309.1392v2,"Phys. Rev. E 89, 042119 (2014)",none,stat.ML,Summary9669,1310.0807v5,2013-10-02T19:52:57Z,Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming,"Yuxin Chen, Yuejie Chi, Andrea Goldsmith",http://arxiv.org/pdf/1310.0807v5,No journal ref found,none,cs.IT,Summary9670,1311.5552v3,2013-11-21T20:43:44Z,Bayesian Discovery of Threat Networks,"Steven T. Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein, Scott Philips",http://arxiv.org/pdf/1311.5552v3,"IEEE Trans. Signal Process., vol. 62, no. 20, pp. 5324-5338, October 2014",none,cs.SI,Summary9671,1312.6661v3,2013-12-23T20:13:35Z,Rapid and deterministic estimation of probability densities using scale-free field theories,Justin B. Kinney,http://arxiv.org/pdf/1312.6661v3,"Phys. Rev. E 90, 011301 (2014)",none,physics.data-an,Summary9672,1401.0711v2,2014-01-03T20:30:01Z,Computing Entropy Rate Of Symbol Sources & A Distribution-free Limit Theorem,"Ishanu Chattopadhyay, Hod Lipson",http://arxiv.org/pdf/1401.0711v2,No journal ref found,none,cs.IT,Summary9673,1501.06241v2,2015-01-26T02:51:13Z,Sequential Sensing with Model Mismatch,"Ruiyang Song, Yao Xie, Sebastian Pokutta",http://arxiv.org/pdf/1501.06241v2,No journal ref found,none,stat.ML,Summary9674,1505.02212v2,2015-05-09T00:31:23Z,"Equitability, interval estimation, and statistical power","Yakir A. Reshef, David N. Reshef, Pardis C. Sabeti, Michael M. Mitzenmacher",http://arxiv.org/pdf/1505.02212v2,No journal ref found,none,math.ST,Summary9675,1505.02213v3,2015-05-09T00:31:54Z,Measuring dependence powerfully and equitably,"Yakir A. Reshef, David N. Reshef, Hilary K. Finucane, Pardis C. Sabeti, Michael M. Mitzenmacher",http://arxiv.org/pdf/1505.02213v3,No journal ref found,none,stat.ME,Summary9676,1505.02214v2,2015-05-09T00:32:20Z,An Empirical Study of Leading Measures of Dependence,"David N. Reshef, Yakir A. Reshef, Pardis C. Sabeti, Michael M. Mitzenmacher",http://arxiv.org/pdf/1505.02214v2,No journal ref found,none,stat.ME,Summary9677,1505.02288v1,2015-05-09T15:54:56Z,Should we really use post-hoc tests based on mean-ranks?,"Alessio Benavoli, Giorgio Corani, Francesca Mangili",http://arxiv.org/pdf/1505.02288v1,No journal ref found,none,cs.LG,Summary9678,1505.04778v1,2015-05-18T19:50:00Z,On the tightness of an SDP relaxation of k-means,"Takayuki Iguchi, Dustin G. Mixon, Jesse Peterson, Soledad Villar",http://arxiv.org/pdf/1505.04778v1,No journal ref found,none,cs.IT,Summary9679,1505.05114v2,2015-05-19T18:37:07Z,Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems,"Yuxin Chen, Emmanuel J. Candes",http://arxiv.org/pdf/1505.05114v2,No journal ref found,none,cs.IT,Summary9680,1505.06292v1,2015-05-23T08:45:20Z,Low-Rank Matrix Recovery from Row-and-Column Affine Measurements,"Avishai Wagner, Or Zuk",http://arxiv.org/pdf/1505.06292v1,No journal ref found,none,cs.LG,Summary9681,1505.07925v1,2015-05-29T05:33:22Z,On the Computational Complexity of High-Dimensional Bayesian Variable Selection,"Yun Yang, Martin J. Wainwright, Michael I. Jordan",http://arxiv.org/pdf/1505.07925v1,No journal ref found,none,math.ST,Summary9682,1207.2340v3,2012-07-10T13:28:32Z,Pseudo-likelihood methods for community detection in large sparse networks,"Arash A. Amini, Aiyou Chen, Peter J. Bickel, Elizaveta Levina",http://arxiv.org/pdf/1207.2340v3,"Annals of Statistics 2013, Vol. 41, No. 4, 2097-2122",none,cs.SI,Summary9683,1303.2395v1,2013-03-10T23:20:12Z,State estimation under non-Gaussian Levy noise: A modified Kalman filtering method,"Xu Sun, Jinqiao Duan, Xiaofan Li, Xiangjun Wang",http://arxiv.org/pdf/1303.2395v1,No journal ref found,none,math.DS,Summary9684,1303.3716v1,2013-03-15T09:52:54Z,Subspace Clustering via Thresholding and Spectral Clustering,"Reinhard Heckel, Helmut Bölcskei",http://arxiv.org/pdf/1303.3716v1,No journal ref found,none,cs.IT,Summary9685,1303.5613v1,2013-03-22T13:34:28Z,Network Detection Theory and Performance,"Steven T. Smith, Kenneth D. Senne, Scott Philips, Edward K. Kao, Garrett Bernstein",http://arxiv.org/pdf/1303.5613v1,No journal ref found,none,cs.SI,Summary9686,1305.0355v1,2013-05-02T07:25:52Z,Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition,"Adel Javanmard, Andrea Montanari",http://arxiv.org/pdf/1305.0355v1,No journal ref found,none,math.ST,Summary9687,1305.3486v2,2013-05-15T14:12:50Z,Noisy Subspace Clustering via Thresholding,"Reinhard Heckel, Helmut Bölcskei",http://arxiv.org/pdf/1305.3486v2,No journal ref found,none,cs.IT,Summary9688,1305.7477v8,2013-05-31T16:24:17Z,On model selection consistency of regularized M-estimators,"Jason D. Lee, Yuekai Sun, Jonathan E. Taylor",http://arxiv.org/pdf/1305.7477v8,No journal ref found,none,math.ST,Summary9689,1306.2665v3,2013-06-11T21:57:47Z,Precisely Verifying the Null Space Conditions in Compressed Sensing: A Sandwiching Algorithm,"Myung Cho, Weiyu Xu",http://arxiv.org/pdf/1306.2665v3,No journal ref found,none,cs.IT,Summary9690,1308.1975v2,2013-08-08T20:44:01Z,Predicting protein contact map using evolutionary and physical constraints by integer programming (extended version),"Zhiyong Wang, Jinbo Xu",http://arxiv.org/pdf/1308.1975v2,Bioinformatics (2013) 29 (13): i266-i273,none,q-bio.QM,Summary9691,1308.2853v1,2013-08-13T13:16:10Z,When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity,"Animashree Anandkumar, Daniel Hsu, Majid Janzamin, Sham Kakade",http://arxiv.org/pdf/1308.2853v1,No journal ref found,none,cs.LG,Summary9692,1402.0099v1,2014-02-01T16:38:59Z,Dual-to-kernel learning with ideals,"Franz J. Király, Martin Kreuzer, Louis Theran",http://arxiv.org/pdf/1402.0099v1,No journal ref found,none,stat.ML,Summary9693,1402.1298v3,2014-02-06T09:56:50Z,Phase transitions and sample complexity in Bayes-optimal matrix factorization,"Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová",http://arxiv.org/pdf/1402.1298v3,"IEEE Transactions on Information Theory (Volume:62 , Issue: 7, Pages: 4228 - 4265) 2016",none,cs.NA,Summary9694,1402.2058v2,2014-02-10T07:56:13Z,Probabilistic Interpretation of Linear Solvers,Philipp Hennig,http://arxiv.org/pdf/1402.2058v2,No journal ref found,none,math.OC,Summary9695,1403.0873v1,2014-03-04T17:54:37Z,Matroid Regression,"Franz J Király, Louis Theran",http://arxiv.org/pdf/1403.0873v1,No journal ref found,none,math.ST,Summary9696,1406.2083v2,2014-06-09T05:59:21Z,On the Decreasing Power of Kernel and Distance based Nonparametric Hypothesis Tests in High Dimensions,"Sashank J. Reddi, Aaditya Ramdas, Barnabás Póczos, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1406.2083v2,No journal ref found,none,stat.ML,Summary9697,1407.4446v3,2014-07-16T19:55:51Z,Probabilistic Group Testing under Sum Observations: A Parallelizable 2-Approximation for Entropy Loss,"Weidong Han, Purnima Rajan, Peter I. Frazier, Bruno M. Jedynak",http://arxiv.org/pdf/1407.4446v3,No journal ref found,none,cs.IT,Summary9698,1410.5392v1,2014-10-20T18:59:58Z,Scalable Parallel Factorizations of SDD Matrices and Efficient Sampling for Gaussian Graphical Models,"Dehua Cheng, Yu Cheng, Yan Liu, Richard Peng, Shang-Hua Teng",http://arxiv.org/pdf/1410.5392v1,No journal ref found,none,cs.DS,Summary9699,1411.1087v1,2014-11-04T21:16:23Z,Fast Exact Matrix Completion with Finite Samples,"Prateek Jain, Praneeth Netrapalli",http://arxiv.org/pdf/1411.1087v1,No journal ref found,none,cs.NA,Summary9700,1411.4086v1,2014-11-15T00:02:34Z,Error Rate Bounds and Iterative Weighted Majority Voting for Crowdsourcing,"Hongwei Li, Bin Yu",http://arxiv.org/pdf/1411.4086v1,No journal ref found,none,stat.ML,Summary9701,1503.03613v1,2015-03-12T07:27:24Z,On the Impossibility of Learning the Missing Mass,"Elchanan Mossel, Mesrob I. Ohannessian",http://arxiv.org/pdf/1503.03613v1,No journal ref found,none,stat.ML,Summary9702,1503.08855v1,2015-03-30T21:18:38Z,Decentralized learning for wireless communications and networking,"Georgios B. Giannakis, Qing Ling, Gonzalo Mateos, Ioannis D. Schizas, Hao Zhu",http://arxiv.org/pdf/1503.08855v1,No journal ref found,none,math.OC,Summary9703,1504.01369v4,2015-04-06T19:47:01Z,Information Recovery from Pairwise Measurements,"Yuxin Chen, Changho Suh, Andrea J. Goldsmith",http://arxiv.org/pdf/1504.01369v4,No journal ref found,none,cs.IT,Summary9704,1504.04599v1,2015-04-17T18:35:35Z,Testing Closeness With Unequal Sized Samples,"Bhaswar B. Bhattacharya, Gregory Valiant",http://arxiv.org/pdf/1504.04599v1,No journal ref found,none,cs.LG,Summary9705,1504.07218v2,2015-04-27T19:30:01Z,Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons,"Yuxin Chen, Changho Suh",http://arxiv.org/pdf/1504.07218v2,No journal ref found,none,cs.LG,Summary9706,1506.01338v1,2015-06-03T18:05:30Z,Optimal change point detection in Gaussian processes,"Hossein Keshavarz, Clayton Scott, XuanLong Nguyen",http://arxiv.org/pdf/1506.01338v1,No journal ref found,none,math.ST,Summary9707,1506.07615v2,2015-06-25T05:11:44Z,Completing Low-Rank Matrices with Corrupted Samples from Few Coefficients in General Basis,"Hongyang Zhang, Zhouchen Lin, Chao Zhang",http://arxiv.org/pdf/1506.07615v2,No journal ref found,none,cs.IT,Summary9708,1507.06370v2,2015-07-23T01:50:43Z,Sum-of-Squares Lower Bounds for Sparse PCA,"Tengyu Ma, Avi Wigderson",http://arxiv.org/pdf/1507.06370v2,No journal ref found,none,cs.LG,Summary9709,1507.07495v1,2015-07-27T17:37:27Z,Estimating an Activity Driven Hidden Markov Model,"David A. Meyer, Asif Shakeel",http://arxiv.org/pdf/1507.07495v1,No journal ref found,none,stat.ML,Summary9710,1509.03917v3,2015-09-14T00:40:11Z,Dropping Convexity for Faster Semi-definite Optimization,"Srinadh Bhojanapalli, Anastasios Kyrillidis, Sujay Sanghavi",http://arxiv.org/pdf/1509.03917v3,No journal ref found,none,stat.ML,Summary9711,1511.01473v2,2015-11-04T20:50:21Z,How Robust are Reconstruction Thresholds for Community Detection?,"Ankur Moitra, William Perry, Alexander S. Wein",http://arxiv.org/pdf/1511.01473v2,No journal ref found,none,cs.DS,Summary9712,1511.07293v1,2015-11-23T16:08:24Z,"Sparse Recovery via Partial Regularization: Models, Theory and Algorithms","Zhaosong Lu, Xiaorui Li",http://arxiv.org/pdf/1511.07293v1,No journal ref found,none,math.OC,Summary9713,1601.03073v1,2016-01-12T21:50:03Z,Infomax strategies for an optimal balance between exploration and exploitation,"Gautam Reddy, Antonio Celani, Massimo Vergassola",http://arxiv.org/pdf/1601.03073v1,No journal ref found,none,cs.LG,Summary9714,1601.06035v1,2016-01-22T15:09:18Z,Recommender systems inspired by the structure of quantum theory,Cyril Stark,http://arxiv.org/pdf/1601.06035v1,No journal ref found,none,cs.LG,Summary9715,1601.06259v1,2016-01-23T10:20:58Z,Minimax Lower Bounds for Linear Independence Testing,"Aaditya Ramdas, David Isenberg, Aarti Singh, Larry Wasserman",http://arxiv.org/pdf/1601.06259v1,No journal ref found,none,stat.ML,Summary9716,1601.08169v1,2016-01-29T16:06:36Z,Kernels for sequentially ordered data,"Franz J Király, Harald Oberhauser",http://arxiv.org/pdf/1601.08169v1,No journal ref found,none,stat.ML,Summary9717,1602.00354v2,2016-02-01T01:04:34Z,Active Learning Algorithms for Graphical Model Selection,"Gautam Dasarathy, Aarti Singh, Maria-Florina Balcan, Jong Hyuk Park",http://arxiv.org/pdf/1602.00354v2,No journal ref found,none,stat.ML,Summary9718,1602.06612v2,2016-02-22T00:19:20Z,Clustering subgaussian mixtures by semidefinite programming,"Dustin G. Mixon, Soledad Villar, Rachel Ward",http://arxiv.org/pdf/1602.06612v2,No journal ref found,none,stat.ML,Summary9719,1603.09000v2,2016-03-29T23:41:51Z,Online Rules for Control of False Discovery Rate and False Discovery Exceedance,"Adel Javanmard, Andrea Montanari",http://arxiv.org/pdf/1603.09000v2,No journal ref found,none,math.ST,Summary9720,1604.02634v2,2016-04-10T04:02:57Z,Online Nonnegative Matrix Factorization with Outliers,"Renbo Zhao, Vincent Y. F. Tan",http://arxiv.org/pdf/1604.02634v2,No journal ref found,none,stat.ML,Summary9721,1604.06443v1,2016-04-21T19:54:24Z,Robust Estimators in High Dimensions without the Computational Intractability,"Ilias Diakonikolas, Gautam Kamath, Daniel Kane, Jerry Li, Ankur Moitra, Alistair Stewart",http://arxiv.org/pdf/1604.06443v1,No journal ref found,none,cs.DS,Summary9722,1605.07689v3,2016-05-25T00:12:06Z,Communication-Efficient Distributed Statistical Inference,"Michael I. Jordan, Jason D. Lee, Yun Yang",http://arxiv.org/pdf/1605.07689v3,No journal ref found,none,stat.ML,Summary9723,1605.07784v2,2016-05-25T09:10:07Z,Fast Algorithms for Robust PCA via Gradient Descent,"Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis",http://arxiv.org/pdf/1605.07784v2,No journal ref found,none,cs.IT,Summary9724,1607.00101v1,2016-07-01T03:16:57Z,Randomized block proximal damped Newton method for composite self-concordant minimization,Zhaosong Lu,http://arxiv.org/pdf/1607.00101v1,No journal ref found,none,math.OC,Summary9725,1608.05749v1,2016-08-19T22:10:46Z,Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization,"Xinyang Yi, Constantine Caramanis, Sujay Sanghavi",http://arxiv.org/pdf/1608.05749v1,No journal ref found,none,cs.LG,Summary9726,1609.03240v2,2016-09-12T01:20:45Z,Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach,"Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi",http://arxiv.org/pdf/1609.03240v2,No journal ref found,none,stat.ML,Summary9727,1609.03344v2,2016-09-12T11:09:50Z,Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression,"Ning Xu, Jian Hong, Timothy C. G. Fisher",http://arxiv.org/pdf/1609.03344v2,No journal ref found,none,stat.ML,Summary9728,1609.06942v1,2016-09-22T12:40:58Z,Randomized Independent Component Analysis,"Matan Sela, Ron Kimmel",http://arxiv.org/pdf/1609.06942v1,No journal ref found,none,stat.ML,Summary9729,1610.04210v1,2016-10-13T19:35:28Z,Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation,"Sohail Bahmani, Justin Romberg",http://arxiv.org/pdf/1610.04210v1,No journal ref found,none,cs.IT,Summary9730,1610.05246v3,2016-10-17T18:19:49Z,BET on Independence,Kai Zhang,http://arxiv.org/pdf/1610.05246v3,No journal ref found,none,math.ST,Summary9731,1612.03164v1,2016-12-09T20:58:12Z,Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing,"Constantinos Daskalakis, Qinxuan Pan",http://arxiv.org/pdf/1612.03164v1,No journal ref found,none,cs.LG,Summary9732,1612.03301v1,2016-12-10T14:25:00Z,Gradient Coding,"Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis",http://arxiv.org/pdf/1612.03301v1,No journal ref found,none,stat.ML,Summary9733,1702.05327v1,2017-02-17T13:05:04Z,Anchored Regression: Solving Random Convex Equations via Convex Programming,"Sohail Bahmani, Justin Romberg",http://arxiv.org/pdf/1702.05327v1,No journal ref found,none,cs.LG,Summary9734,1702.06166v2,2017-02-20T20:31:39Z,Bayesian Boolean Matrix Factorisation,"Tammo Rukat, Chris C. Holmes, Michalis K. Titsias, Christopher Yau",http://arxiv.org/pdf/1702.06166v2,No journal ref found,none,stat.ML,Summary9735,1702.06175v1,2017-02-20T21:04:36Z,Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization,Mahdi Soltanolkotabi,http://arxiv.org/pdf/1702.06175v1,No journal ref found,none,cs.LG,Summary9736,1702.06237v2,2017-02-21T02:14:31Z,Exact tensor completion with sum-of-squares,"Aaron Potechin, David Steurer",http://arxiv.org/pdf/1702.06237v2,No journal ref found,none,cs.LG,Summary9737,cs/9908013v1,1999-08-17T21:32:41Z,Collective Intelligence for Control of Distributed Dynamical Systems,"David H. Wolpert, Kevin R. Wheeler, Kagan Tumer",http://arxiv.org/pdf/cs/9908013v1,No journal ref found,none,cs.LG,Summary9738,cs/0201005v2,2002-01-08T16:44:10Z,Sharpening Occams Razor,"Ming Li, John Tromp, Paul Vitanyi",http://arxiv.org/pdf/cs/0201005v2,No journal ref found,none,cs.LG,Summary9739,cs/0306036v1,2003-06-07T19:21:20Z,Sequence Prediction based on Monotone Complexity,Marcus Hutter,http://arxiv.org/pdf/cs/0306036v1,Proceedings of the 16th Annual Conference on Learning Theory (COLT-2003) 506-521,none,cs.AI,Summary9740,cs/0403025v1,2004-03-15T16:33:55Z,Distribution of Mutual Information from Complete and Incomplete Data,"Marcus Hutter, Marco Zaffalon",http://arxiv.org/pdf/cs/0403025v1,"Computational Statistics & Data Analysis, Vol.48, No.3, March 2005, pages 633--657",none,cs.LG,Summary9741,cs/0407057v1,2004-07-23T12:43:28Z,Universal Convergence of Semimeasures on Individual Random Sequences,"Marcus Hutter, Andrej Muchnik",http://arxiv.org/pdf/cs/0407057v1,"Proc. 15th International Conf. on Algorithmic Learning Theory (ALT-2004), pages 234-248",none,cs.LG,Summary9742,math/0502315v1,2005-02-15T16:26:36Z,Strong Asymptotic Assertions for Discrete MDL in Regression and Classification,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/math/0502315v1,Proc. 14th Dutch-Belgium Conf. on Machine Learning (Benelearn 2005) 67-72,none,math.ST,Summary9743,0806.1199v1,2008-06-06T16:18:13Z,Belief Propagation and Beyond for Particle Tracking,"Michael Chertkov, Lukas Kroc, Massimo Vergassola",http://arxiv.org/pdf/0806.1199v1,No journal ref found,none,cs.IT,Summary9744,0912.4883v1,2009-12-24T15:29:32Z,On Finding Predictors for Arbitrary Families of Processes,Daniil Ryabko,http://arxiv.org/pdf/0912.4883v1,Journal of Machine Learning Research 11 (2010) 581-602,none,cs.LG,Summary9745,1611.02315v1,2016-11-07T21:43:39Z,Learning from Untrusted Data,"Moses Charikar, Jacob Steinhardt, Gregory Valiant",http://arxiv.org/pdf/1611.02315v1,No journal ref found,none,cs.LG,Summary9746,cs/0005027v1,2000-05-26T20:24:48Z,A Bayesian Reflection on Surfaces,David R. Wolf,http://arxiv.org/pdf/cs/0005027v1,"Entropy, Vol.1, Issue 4, 69-98, 1999. http://www.mdpi.org/entropy/",none,cs.CV,Summary9747,math/0606643v3,2006-06-26T13:03:11Z,Entropy And Vision,Rami Kanhouche,http://arxiv.org/pdf/math/0606643v3,No journal ref found,none,math.PR,Summary9748,1008.5372v2,2010-08-31T17:24:31Z,Penalty Decomposition Methods for $L0$-Norm Minimization,"Zhaosong Lu, Yong Zhang",http://arxiv.org/pdf/1008.5372v2,No journal ref found,none,math.OC,Summary9749,1501.06202v4,2015-01-25T20:02:45Z,Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels,"Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao",http://arxiv.org/pdf/1501.06202v4,No journal ref found,none,cs.CV,Summary9750,1609.04167v1,2016-09-14T08:27:11Z,"Proceedings of the third ""international Traveling Workshop on Interactions between Sparse models and Technology"" (iTWIST16)","V. Abrol, O. Absil, P. -A. Absil, S. Anthoine, P. Antoine, T. Arildsen, N. Bertin, F. Bleichrodt, J. Bobin, A. Bol, A. Bonnefoy, F. Caltagirone, V. Cambareri, C. Chenot, V. Crnojević, M. Daňková, K. Degraux, J. Eisert, J. M. Fadili, M. Gabrié, N. Gac, D. Giacobello, A. Gonzalez, C. A. Gomez Gonzalez, A. González, P. -Y. Gousenbourger, M. Græsbøll Christensen, R. Gribonval, S. Guérit, S. Huang, P. Irofti, L. Jacques, U. S. Kamilov, S. Kiticć, M. Kliesch, F. Krzakala, J. A. Lee, W. Liao, T. Lindstrøm Jensen, A. Manoel, H. Mansour, A. Mohammad-Djafari, A. Moshtaghpour, F. Ngolè, B. Pairet, M. Panić, G. Peyré, A. Pižurica, P. Rajmic, M. Roblin, I. Roth, A. K. Sao, P. Sharma, J. -L. Starck, E. W. Tramel, T. van Waterschoot, D. Vukobratovic, L. Wang, B. Wirth, G. Wunder, H. Zhang",http://arxiv.org/pdf/1609.04167v1,No journal ref found,none,cs.NA,Summary9751,cs/9809049v1,1998-09-23T11:01:55Z,Aspects of Evolutionary Design by Computers,Peter J Bentley,http://arxiv.org/pdf/cs/9809049v1,No journal ref found,none,cs.NE,Summary9752,cs/9812002v1,1998-12-03T09:08:03Z,Training Reinforcement Neurocontrollers Using the Polytope Algorithm,"A. Likas, I. E. Lagaris",http://arxiv.org/pdf/cs/9812002v1,No journal ref found,none,cs.NE,Summary9753,cs/9902025v1,1999-02-12T09:18:53Z,An Efficient Mean Field Approach to the Set Covering Problem,"Mattias Ohlsson, Carsten Peterson, Bo Söderberg",http://arxiv.org/pdf/cs/9902025v1,No journal ref found,none,cs.NE,Summary9754,cs/0110021v1,2001-10-08T11:34:34Z,Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior,"Mikhail S. Burtsev, Vladimir G. Redko, Roman V. Gusarev",http://arxiv.org/pdf/cs/0110021v1,No journal ref found,none,cs.NE,Summary9755,cs/0201024v1,2002-01-27T21:01:45Z,Design of statistical quality control procedures using genetic algorithms,"Aristides T. Hatjimihail, Theophanes T. Hatjimihail",http://arxiv.org/pdf/cs/0201024v1,"LJ Eshelman (ed): Proceedings of the Sixth International Conference on Genetic Algorithms. San Francisco: Morgan Kauffman, 1995:551-7",none,cs.NE,Summary9756,cs/0212019v1,2002-12-10T15:18:33Z,"Thinking, Learning, and Autonomous Problem Solving",Joerg D. Becker,http://arxiv.org/pdf/cs/0212019v1,No journal ref found,none,cs.NE,Summary9757,cs/0302002v1,2003-02-02T03:30:52Z,Optimizing GoTools Search Heuristics using Genetic Algorithms,"Matthew Pratola, Thomas Wolf",http://arxiv.org/pdf/cs/0302002v1,No journal ref found,none,cs.NE,Summary9758,cs/0306125v1,2003-06-24T06:28:12Z,Predicting Response-Function Results of Electrical/Mechanical Systems Through Artificial Neural Network,"R. C. Gupta, Ankur Agarwal, Ruchi Gupta, Sanjay Gupta",http://arxiv.org/pdf/cs/0306125v1,No journal ref found,none,cs.NE,Summary9759,cs/0309038v1,2003-09-22T13:05:51Z,A novel evolutionary formulation of the maximum independent set problem,"V. C. Barbosa, L. C. D. Campos",http://arxiv.org/pdf/cs/0309038v1,"Journal of Combinatorial Optimization 8 (2004), 419-437",none,cs.NE,Summary9760,cs/0309039v1,2003-09-23T00:53:20Z,Two novel evolutionary formulations of the graph coloring problem,"V. C. Barbosa, C. A. G. Assis, J. O. do Nascimento",http://arxiv.org/pdf/cs/0309039v1,"Journal of Combinatorial Optimization 8 (2004), 41-63",none,cs.NE,Summary9761,cs/0310009v3,2003-10-06T15:40:44Z,On Interference of Signals and Generalization in Feedforward Neural Networks,Artur Rataj,http://arxiv.org/pdf/cs/0310009v3,No journal ref found,none,cs.NE,Summary9762,cs/0310050v4,2003-10-27T14:27:14Z,Feedforward Neural Networks with Diffused Nonlinear Weight Functions,Artur Rataj,http://arxiv.org/pdf/cs/0310050v4,No journal ref found,none,cs.NE,Summary9763,cs/0312047v1,2003-12-20T08:55:48Z,Mapping weblog communities,"Juan-J. Merelo-Guervos, Beatriz Prieto, Fatima Rateb, Fernando Tricas",http://arxiv.org/pdf/cs/0312047v1,No journal ref found,none,cs.NE,Summary9764,cs/0402047v1,2004-02-19T19:37:32Z,Parameter-less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search,"Claudio F. Lima, Fernando G. Lobo",http://arxiv.org/pdf/cs/0402047v1,No journal ref found,none,cs.NE,Summary9765,cs/0402049v1,2004-02-20T16:36:20Z,An architecture for massive parallelization of the compact genetic algorithm,"Fernando G. Lobo, Claudio F. Lima, Hugo Martires",http://arxiv.org/pdf/cs/0402049v1,No journal ref found,none,cs.NE,Summary9766,cs/0402050v1,2004-02-20T16:52:11Z,A philosophical essay on life and its connections with genetic algorithms,Fernando G. Lobo,http://arxiv.org/pdf/cs/0402050v1,No journal ref found,none,cs.NE,Summary9767,cs/0403003v1,2004-03-04T19:24:10Z,Genetic Algorithms and Quantum Computation,"Gilson A. Giraldi, Renato Portugal, Ricardo N. Thess",http://arxiv.org/pdf/cs/0403003v1,No journal ref found,none,cs.NE,Summary9768,cs/0405062v1,2004-05-18T16:19:59Z,Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms,"Kumara Sastry, David E. Goldberg, Martin Pelikan",http://arxiv.org/pdf/cs/0405062v1,No journal ref found,none,cs.NE,Summary9769,cs/0405063v1,2004-05-18T16:31:56Z,Lets Get Ready to Rumble: Crossover Versus Mutation Head to Head,"Kumara Sastry, David E. Goldberg",http://arxiv.org/pdf/cs/0405063v1,No journal ref found,none,cs.NE,Summary9770,cs/0405064v1,2004-05-18T16:41:34Z,Designing Competent Mutation Operators via Probabilistic Model Building of Neighborhoods,"Kumara Sastry, David E. Goldberg",http://arxiv.org/pdf/cs/0405064v1,No journal ref found,none,cs.NE,Summary9771,cs/0405065v1,2004-05-18T16:55:00Z,Efficiency Enhancement of Genetic Algorithms via Building-Block-Wise Fitness Estimation,"Kumara Sastry, Martin Pelikan, David E. Goldberg",http://arxiv.org/pdf/cs/0405065v1,No journal ref found,none,cs.NE,Summary9772,cs/0501005v1,2005-01-03T18:55:47Z,Portfolio selection using neural networks,"Alberto Fernandez, Sergio Gomez",http://arxiv.org/pdf/cs/0501005v1,Computers & Operations Research 34 (2007) 1177-1191,none,cs.NE,Summary9773,cs/0503078v1,2005-03-29T19:40:14Z,Obtaining Membership Functions from a Neuron Fuzzy System extended by Kohonen Network,"Angelo Luis Pagliosa, Claudio Cesar de Sa, Fernando D. Sasse",http://arxiv.org/pdf/cs/0503078v1,No journal ref found,none,cs.NE,Summary9774,cs/0504053v1,2005-04-13T13:28:15Z,A Neural-Network Technique for Recognition of Filaments in Solar Images,"V. V. Zharkova, V. Schetinin",http://arxiv.org/pdf/cs/0504053v1,No journal ref found,none,cs.NE,Summary9775,cs/0505003v1,2005-04-30T16:13:32Z,A New Kind of Hopfield Networks for Finding Global Optimum,Xiaofei Huang,http://arxiv.org/pdf/cs/0505003v1,No journal ref found,none,cs.NE,Summary9776,cs/0505016v1,2005-05-07T20:56:58Z,Visual Character Recognition using Artificial Neural Networks,Shashank Araokar,http://arxiv.org/pdf/cs/0505016v1,No journal ref found,none,cs.NE,Summary9777,cs/0505019v1,2005-05-10T06:37:31Z,Artificial Neural Networks and their Applications,Nitin Malik,http://arxiv.org/pdf/cs/0505019v1,No journal ref found,none,cs.NE,Summary9778,cs/0505021v3,2005-05-10T11:36:35Z,Distant generalization by feedforward neural networks,Artur Rataj,http://arxiv.org/pdf/cs/0505021v3,No journal ref found,none,cs.NE,Summary9779,cs/0505065v2,2005-05-24T14:54:06Z,A dissipative particle swarm optimization,"Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang",http://arxiv.org/pdf/cs/0505065v2,No journal ref found,none,cs.NE,Summary9780,cs/0505067v1,2005-05-25T01:28:18Z,Optimizing semiconductor devices by self-organizing particle swarm,"Xiao-Feng Xie, Wen-Jun Zhang, De-Chun Bi",http://arxiv.org/pdf/cs/0505067v1,No journal ref found,none,cs.NE,Summary9781,cs/0505068v1,2005-05-25T01:32:30Z,Handling equality constraints by adaptive relaxing rule for swarm algorithms,"Xiao-Feng Xie, Wen-Jun Zhang, De-Chun Bi",http://arxiv.org/pdf/cs/0505068v1,No journal ref found,none,cs.NE,Summary9782,cs/0505069v1,2005-05-25T01:36:07Z,Handling boundary constraints for numerical optimization by particle swarm flying in periodic search space,"Wen-Jun Zhang, Xiao-Feng Xie, De-Chun Bi",http://arxiv.org/pdf/cs/0505069v1,No journal ref found,none,cs.NE,Summary9783,cs/0505070v1,2005-05-25T01:39:55Z,SWAF: Swarm Algorithm Framework for Numerical Optimization,"Xiao-Feng Xie, Wen-Jun Zhang",http://arxiv.org/pdf/cs/0505070v1,No journal ref found,none,cs.NE,Summary9784,cs/0506032v1,2005-06-10T05:30:41Z,Framework for Hopfield Network based Adaptive routing - A design level approach for adaptive routing phenomena with Artificial Neural Network,R. Shankar,http://arxiv.org/pdf/cs/0506032v1,No journal ref found,none,cs.NE,Summary9785,cs/0511022v1,2005-11-04T15:08:47Z,Does a Plane Imitate a Bird? Does Computer Vision Have to Follow Biological Paradigms?,Emanuel Diamant,http://arxiv.org/pdf/cs/0511022v1,"LNCS, vol. 3704, pp. 108-115, 2005, Springer Verlag Berlin Heidelberg 2005",none,cs.NE,Summary9786,cs/0511027v1,2005-11-07T19:09:01Z,Discrete Network Dynamics. Part 1: Operator Theory,Stephen Luttrell,http://arxiv.org/pdf/cs/0511027v1,No journal ref found,none,cs.NE,Summary9787,cs/0512062v1,2005-12-15T15:05:22Z,Evolino for recurrent support vector machines,"Juergen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino Gomez",http://arxiv.org/pdf/cs/0512062v1,No journal ref found,none,cs.NE,Summary9788,cs/0602036v1,2006-02-10T06:32:29Z,Réseaux dAutomates de Caianiello Revisité,"René Ndoundam, Maurice Tchuente",http://arxiv.org/pdf/cs/0602036v1,No journal ref found,none,cs.NE,Summary9789,cs/0602051v1,2006-02-14T10:30:36Z,On the utility of the multimodal problem generator for assessing the performance of Evolutionary Algorithms,"Fernando G. Lobo, Claudio F. Lima",http://arxiv.org/pdf/cs/0602051v1,No journal ref found,none,cs.NE,Summary9790,cs/0602055v1,2006-02-15T13:48:13Z,Revisiting Evolutionary Algorithms with On-the-Fly Population Size Adjustment,"Fernando G. Lobo, Claudio F. Lima",http://arxiv.org/pdf/cs/0602055v1,No journal ref found,none,cs.NE,Summary9791,cs/0603004v1,2006-03-01T12:26:09Z,Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks,"P. A. Castillo, M. G. Arenas, J. G. Castellano, J. J. Merelo, A. Prieto, V. Rivas, G. Romero",http://arxiv.org/pdf/cs/0603004v1,No journal ref found,none,cs.NE,Summary9792,cs/0603015v1,2006-03-02T23:59:19Z,The Basic Kak Neural Network with Complex Inputs,Pritam Rajagopal,http://arxiv.org/pdf/cs/0603015v1,No journal ref found,none,cs.NE,Summary9793,cs/0603042v1,2006-03-09T17:35:31Z,The NoN Approach to Autonomic Face Recognition,Willie L. Scott II,http://arxiv.org/pdf/cs/0603042v1,No journal ref found,none,cs.NE,Summary9794,cs/0604001v1,2006-04-01T20:16:39Z,Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs,"Fabrice Rossi, Brieuc Conan-Guez",http://arxiv.org/pdf/cs/0604001v1,No journal ref found,none,cs.NE,Summary9795,cs/0607019v1,2006-07-06T18:49:20Z,Modelling the Probability Density of Markov Sources,Stephen Luttrell,http://arxiv.org/pdf/cs/0607019v1,No journal ref found,none,cs.NE,Summary9796,cs/0607090v1,2006-07-18T21:01:43Z,Neural Networks with Complex and Quaternion Inputs,Adityan Rishiyur,http://arxiv.org/pdf/cs/0607090v1,No journal ref found,none,cs.NE,Summary9797,cs/0609125v1,2006-09-22T12:40:07Z,Problem Evolution: A new approach to problem solving systems,"Goren Gordon, Uri Einziger-Lowicz",http://arxiv.org/pdf/cs/0609125v1,No journal ref found,none,cs.NE,Summary9798,cs/0610041v1,2006-10-09T11:42:27Z,A Computational Model of Spatial Memory Anticipation during Visual Search,"Jérémy Fix, Julien Vitay, Nicolas Rougier",http://arxiv.org/pdf/cs/0610041v1,Dans Anticipatory Behavior in Adaptive Learning Systems 2006 (2006),none,cs.NE,Summary9799,cs/0611032v2,2006-11-07T20:25:28Z,V-like formations in flocks of artificial birds,"Andre Nathan, Valmir C. Barbosa",http://arxiv.org/pdf/cs/0611032v2,"Artificial Life 14 (2008), 179-188",none,cs.NE,Summary9800,cs/0702055v1,2007-02-09T13:16:14Z,On the possibility of making the complete computer model of a human brain,A. V. Paraskevov,http://arxiv.org/pdf/cs/0702055v1,No journal ref found,none,cs.NE,Summary9801,0704.2725v2,2007-04-20T15:58:04Z,Exploiting Heavy Tails in Training Times of Multilayer Perceptrons: A Case Study with the UCI Thyroid Disease Database,"Manuel Cebrian, Ivan Cantador",http://arxiv.org/pdf/0704.2725v2,No journal ref found,none,cs.NE,Summary9802,0704.3780v1,2007-04-28T06:52:19Z,Stochastic Optimization Algorithms,"Pierre Collet, Jean-Philippe Rennard",http://arxiv.org/pdf/0704.3780v1,"Rennard, J.-P., Handbook of Research on Nature Inspired Computing for Economics and Management, IGR, 2006",none,cs.NE,Summary9803,0705.0602v1,2007-05-04T11:53:35Z,Risk Assessment Algorithms Based On Recursive Neural Networks,"Alejandro Chinea Manrique De Lara, Michel Parent",http://arxiv.org/pdf/0705.0602v1,Dans International Joint Conference On Neural Networks - IJCNN 2007 (2007),none,cs.NE,Summary9804,0705.1481v1,2007-05-10T14:10:08Z,Actin - Technical Report,Raihan H. Kibria,http://arxiv.org/pdf/0705.1481v1,No journal ref found,none,cs.NE,Summary9805,0707.0548v1,2007-07-04T06:57:52Z,From Royal Road to Epistatic Road for Variable Length Evolution Algorithm,"Michael Defoin Platel, Sebastien Verel, Manuel Clergue, Philippe Collard",http://arxiv.org/pdf/0707.0548v1,Lecture notes in computer science (Lect. notes comput. sci.) ISSN 0302-9743 (27/10/2003) 3-14,none,cs.NE,Summary9806,0707.0643v1,2007-07-04T15:36:35Z,Scuba Search : when selection meets innovation,"Sébastien Verel, Philippe Collard, Manuel Clergue",http://arxiv.org/pdf/0707.0643v1,"Evolutionary Computation, 2004. CEC2004 (23/06/2004) 924 - 931",none,cs.NE,Summary9807,0709.3641v1,2007-09-23T14:10:08Z,Representation of Functional Data in Neural Networks,"Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen",http://arxiv.org/pdf/0709.3641v1,Neurocomputing 64 (2005) 183--210,none,cs.NE,Summary9808,0709.3642v1,2007-09-23T14:10:48Z,Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis,"Fabrice Rossi, Brieuc Conan-Guez",http://arxiv.org/pdf/0709.3642v1,"Neural Networks 18, 1 (2005) 45--60",none,cs.NE,Summary9809,0710.0672v2,2007-10-03T18:29:12Z,Optimization of supply diversity for the self-assembly of simple objects in two and three dimensions,"Fabio R. J. Vieira, Valmir C. Barbosa",http://arxiv.org/pdf/0710.0672v2,"Natural Computing 10 (2011), 551-581",none,cs.NE,Summary9810,0710.4182v1,2007-10-23T03:43:57Z,Beyond Feedforward Models Trained by Backpropagation: a Practical Training Tool for a More Efficient Universal Approximator,"Roman Ilin, Robert Kozma, Paul J. Werbos",http://arxiv.org/pdf/0710.4182v1,No journal ref found,none,cs.NE,Summary9811,0711.2897v1,2007-11-19T11:24:47Z,Estimation of fuzzy anomalies in Water Distribution Systems,"J. Izquierdo, M. M. Tung, R. Perez, F. J. Martinez",http://arxiv.org/pdf/0711.2897v1,"Progress in Industrial Mathematics at ECMI 2006 (edited by L. L. Bonilla, M. A. Moscoso, G. Platero, and J. M. Vega), vol. 12 of Mathematics in Industry, pp. 801-805 (Springer, Berlin, 2007), ISBN 978-3-540-71991-5",none,cs.NE,Summary9812,0712.3973v1,2007-12-24T07:31:58Z,GUIDE: Unifying Evolutionary Engines through a Graphical User Interface,"Pierre Collet, Marc Schoenauer",http://arxiv.org/pdf/0712.3973v1,Dans Evolution Artificielle 2936 (2003) 203-215,none,cs.NE,Summary9813,0712.4099v3,2007-12-26T04:13:20Z,Digital Ecosystems: Optimisation by a Distributed Intelligence,"G. Briscoe, P. De Wilde",http://arxiv.org/pdf/0712.4099v3,No journal ref found,none,cs.NE,Summary9814,0712.4101v5,2007-12-26T04:40:16Z,Digital Ecosystems: Stability of Evolving Agent Populations,"P. De Wilde, G. Briscoe",http://arxiv.org/pdf/0712.4101v5,No journal ref found,none,cs.NE,Summary9815,0712.4102v6,2007-12-26T05:44:31Z,Digital Ecosystems: Evolving Service-Oriented Architectures,"G. Briscoe, P. De Wilde",http://arxiv.org/pdf/0712.4102v6,"In IEEE First International Conference on Bio Inspired mOdels of NETwork, Information and Computing Systems (BIONETICS) (2006)",none,cs.NE,Summary9816,0712.4159v5,2007-12-26T23:32:10Z,Creating a Digital Ecosystem: Service-Oriented Architectures with Distributed Evolutionary Computing,G Briscoe,http://arxiv.org/pdf/0712.4159v5,"In JavaOne Conference, 2006, BOF-0759",none,cs.NE,Summary9817,0802.0251v1,2008-02-02T15:09:42Z,Multi-Layer Perceptrons and Symbolic Data,"Fabrice Rossi, Brieuc Conan-Guez",http://arxiv.org/pdf/0802.0251v1,Symbolic Data Analysis and the SODAS Software Wiley (Ed.) (2008) 373-391,none,cs.NE,Summary9818,0802.0287v1,2008-02-03T19:02:49Z,A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis,"Catherine Krier, Fabrice Rossi, Damien François, Michel Verleysen",http://arxiv.org/pdf/0802.0287v1,Chemometrics and Intelligent Laboratory Systems (2008),none,cs.NE,Summary9819,0802.0861v1,2008-02-06T18:50:16Z,Using Bayesian Blocks to Partition Self-Organizing Maps,"Paul R. Gazis, Jeffrey D. Scargle",http://arxiv.org/pdf/0802.0861v1,No journal ref found,none,cs.NE,Summary9820,0802.3875v1,2008-02-26T19:07:53Z,Are complex systems hard to evolve?,"Andy Adamatzky, Larry Bull",http://arxiv.org/pdf/0802.3875v1,"Volume 14, Issue 6, pages 15-20, July/August 2009",none,cs.NE,Summary9821,0803.1598v1,2008-03-11T14:37:40Z,A Multi-Agent Simulation of Retail Management Practices,"Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Christopher Clegg",http://arxiv.org/pdf/0803.1598v1,"Proceedings of the Summer Computer Simulation Conference (SCSC 2007), pp 959-966, San Diego, USA 2007",none,cs.NE,Summary9822,0803.1600v1,2008-03-11T14:46:10Z,Understanding Retail Productivity by Simulating Management Practise,"Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Christopher Clegg",http://arxiv.org/pdf/0803.1600v1,"Proceedings of the EUROSIM Congress on Modelling and Simulation (EUROSIM 2007), pp 1-12, Ljubljana, Slovenia 2007",none,cs.NE,Summary9823,0803.2314v1,2008-03-15T18:07:49Z,Problem Solving and Complex Systems,"Frédéric Guinand, Yoann Pigné",http://arxiv.org/pdf/0803.2314v1,"Emergent Properties in Natural and Artificial Dynamical Systems, Springer Verlag (Ed.) (2006) 53-86",none,cs.NE,Summary9824,0803.2925v1,2008-03-20T03:50:53Z,Equivalence of Probabilistic Tournament and Polynomial Ranking Selection,"Kassel Hingee, Marcus Hutter",http://arxiv.org/pdf/0803.2925v1,Proc. 2008 Congress on Evolutionary Computation (CEC 2008) pages 564-571,none,cs.NE,Summary9825,0803.4240v1,2008-03-29T07:50:24Z,Neutral Fitness Landscape in the Cellular Automata Majority Problem,"Sébastien Verel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi",http://arxiv.org/pdf/0803.4240v1,"Dans ACRI 2006 - 7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, France (2006)",none,cs.NE,Summary9826,0803.4241v1,2008-03-29T07:51:18Z,Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems,"Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Verel",http://arxiv.org/pdf/0803.4241v1,"Dans Proceedings of the IEEE Congress on Evolutionary Computation CEC2007 - IEEE Congress on Evolutionary Computation CEC2007, singapore : Singapour (2007)",none,cs.NE,Summary9827,0803.4248v1,2008-03-29T08:20:58Z,From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms,"David Simoncini, Philippe Collard, Sébastien Verel, Manuel Clergue",http://arxiv.org/pdf/0803.4248v1,"Dans ACRI 2006, 7th International Conference - 7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Perpignan : France (2006)",none,cs.NE,Summary9828,0804.1133v1,2008-04-07T20:11:24Z,Prospective Algorithms for Quantum Evolutionary Computation,Donald A. Sofge,http://arxiv.org/pdf/0804.1133v1,No journal ref found,none,cs.NE,Summary9829,0804.4622v3,2008-04-29T14:25:30Z,Fast Density Codes for Image Data,Pierre Courrieu,http://arxiv.org/pdf/0804.4622v3,"Neural Information Processing - Letters and Reviews 11, 12 (2007) 247-255",none,cs.NE,Summary9830,0804.4808v1,2008-04-30T12:23:05Z,Solving Time of Least Square Systems in Sigma-Pi Unit Networks,Pierre Courrieu,http://arxiv.org/pdf/0804.4808v1,"Neural Information Processing - Letters and Reviews 4, 3 (2004) 39-45",none,cs.NE,Summary9831,0804.4809v1,2008-04-30T12:24:54Z,Fast Computation of Moore-Penrose Inverse Matrices,Pierre Courrieu,http://arxiv.org/pdf/0804.4809v1,"Neural Information Processing - Letters and Reviews 8, 2 (2005) 25-29",none,cs.NE,Summary9832,0805.0231v4,2008-05-02T13:55:37Z,CMA-ES with Two-Point Step-Size Adaptation,Nikolaus Hansen,http://arxiv.org/pdf/0805.0231v4,No journal ref found,none,cs.NE,Summary9833,0805.0697v1,2008-05-06T11:06:49Z,Stochastic Optimization Approaches for Solving Sudoku,"Meir Perez, Tshilidzi Marwala",http://arxiv.org/pdf/0805.0697v1,No journal ref found,none,cs.NE,Summary9834,0805.4247v1,2008-05-28T01:57:11Z,Neural network learning of optimal Kalman prediction and control,Ralph Linsker,http://arxiv.org/pdf/0805.4247v1,No journal ref found,none,cs.NE,Summary9835,0806.4650v1,2008-06-28T04:43:40Z,Structural Damage Detection Using Randomized Trained Neural Networks,"Ismoyo Haryanto, Joga Dharma Setiawan, Agus Budiyono",http://arxiv.org/pdf/0806.4650v1,"Proceedings of the International Conference on Intelligent Unmanned System (ICIUS 2007), Bali, Indonesia, October 24-25, 2007, Paper No. ICIUS2007-C022",none,cs.NE,Summary9836,0809.5087v1,2008-09-29T23:00:22Z,Hybrid Neural Network Architecture for On-Line Learning,"Yuhua Chen, Subhash Kak, Lei Wang",http://arxiv.org/pdf/0809.5087v1,No journal ref found,none,cs.NE,Summary9837,0810.3356v1,2008-10-19T00:38:06Z,The Fundamental Problem with the Building Block Hypothesis,Keki Burjorjee,http://arxiv.org/pdf/0810.3356v1,No journal ref found,none,cs.NE,Summary9838,0810.3357v2,2008-10-19T01:08:00Z,Two Remarkable Computational Competencies of the Simple Genetic Algorithm,Keki M. Burjorjee,http://arxiv.org/pdf/0810.3357v2,No journal ref found,none,cs.NE,Summary9839,0810.3492v1,2008-10-20T08:36:22Z,The Connectivity of NK Landscapes Basins: A Network Analysis,"Sébastien Verel, Gabriela Ochoa, Marco Tomassini",http://arxiv.org/pdf/0810.3492v1,No journal ref found,none,cs.NE,Summary9840,0903.2516v1,2009-03-14T00:18:08Z,Effect of Degree Distribution on Evolutionary Search,Susan Khor,http://arxiv.org/pdf/0903.2516v1,No journal ref found,none,cs.NE,Summary9841,0904.3063v1,2009-04-20T15:57:20Z,Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions,"C. M. Fernandes, J. J. Merelo, A. C. Rosa",http://arxiv.org/pdf/0904.3063v1,No journal ref found,none,cs.NE,Summary9842,0904.3650v1,2009-04-23T10:44:21Z,The use of invariant moments in hand-written character recognition,"Dan L. Lacrama, Ioan Snep",http://arxiv.org/pdf/0904.3650v1,"Ann. Univ. Tibiscus Comp. Sci. Series IV (2006), 91-102",none,cs.NE,Summary9843,0905.2649v1,2009-05-16T02:34:32Z,An Immune System Inspired Approach to Automated Program Verification,Soumya Banerjee,http://arxiv.org/pdf/0905.2649v1,No journal ref found,none,cs.NE,Summary9844,0906.0798v1,2009-06-03T23:10:25Z,Single Neuron Memories and the Networks Proximity Matrix,Subhash Kak,http://arxiv.org/pdf/0906.0798v1,No journal ref found,none,cs.NE,Summary9845,0906.4846v1,2009-06-26T06:25:07Z,A genetic algorithm for structure-activity relationships: software implementation,Lorentz Jantschi,http://arxiv.org/pdf/0906.4846v1,No journal ref found,none,cs.NE,Summary9846,0907.0075v1,2009-07-01T07:35:52Z,XDANNG: XML based Distributed Artificial Neural Network with Globus Toolkit,"Hamidreza Mahini, Alireza Mahini, Javad Ghofrani",http://arxiv.org/pdf/0907.0075v1,"IJCSIS June 2009 Issue, Vol. 2 No. 1",none,cs.NE,Summary9847,0907.0516v1,2009-07-03T02:21:36Z,Adaptation and Self-Organization in Evolutionary Algorithms,James M Whitacre,http://arxiv.org/pdf/0907.0516v1,No journal ref found,none,cs.NE,Summary9848,0907.0611v1,2009-07-03T12:08:13Z,A process planning system with feature based neural network search strategy for aluminum extrusion die manufacturing,"S. Butdee, Chaiwat Noomtong, Serge Tichkiewitch",http://arxiv.org/pdf/0907.0611v1,"Asian International Journal of Science and Technology in Production and Manufacturing Engineering 2, 1 (2009) 137-157",none,cs.NE,Summary9849,0907.4426v1,2009-07-25T15:21:16Z,Evolution of Digital Logic Functionality via a Genetic Algorithm,"Christopher M. Frenz, Steve Peters, Wilson Julien",http://arxiv.org/pdf/0907.4426v1,No journal ref found,none,cs.NE,Summary9850,0908.0516v1,2009-08-04T19:16:14Z,Still doing evolutionary algorithms with Perl,Juan J. Merelo Guervos,http://arxiv.org/pdf/0908.0516v1,No journal ref found,none,cs.NE,Summary9851,0908.1453v1,2009-08-11T05:30:01Z,Training Process Reduction Based On Potential Weights Linear Analysis To Accelarate Back Propagation Network,"Roya Asadi, Norwati Mustapha, Nasir Sulaiman",http://arxiv.org/pdf/0908.1453v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 3, No. 1, July 2009, USA",none,cs.NE,Summary9852,0908.1597v1,2009-08-11T23:45:08Z,A quantum diffusion network,George Kesidis,http://arxiv.org/pdf/0908.1597v1,No journal ref found,none,cs.NE,Summary9853,0908.3025v1,2009-08-20T21:44:32Z,Techniques for Highly Multiobjective Optimisation: Some Nondominated Points are Better than Others,"David Corne, Joshua Knowles",http://arxiv.org/pdf/0908.3025v1,"in Hod Lipson (Ed.): Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007. ACM 2007, pp. 773--780, ISBN 978-1-59593-697-4",none,cs.NE,Summary9854,0908.3184v2,2009-08-21T19:53:54Z,Location of Single Neuron Memories in a Hebbian Network,Krishna Chaithanya Lingashetty,http://arxiv.org/pdf/0908.3184v2,No journal ref found,none,cs.NE,Summary9855,0909.3384v1,2009-09-18T08:35:42Z,Comparing Single and Multiobjective Evolutionary Approaches to the Inventory and Transportation Problem,"Anna I Esparcia-Alcázar, J. J. Merelo, Anaís Martínez-García, Pablo García-Sánchez, Eva Alfaro-Cid, Ken Sharman",http://arxiv.org/pdf/0909.3384v1,No journal ref found,none,cs.NE,Summary9856,0912.0936v1,2009-12-04T21:33:10Z,Neural-estimator for the surface emission rate of atmospheric gases,"F. F. Paes, H. F. Campos Velho",http://arxiv.org/pdf/0912.0936v1,No journal ref found,none,cs.NE,Summary9857,0912.2310v1,2009-12-11T18:40:06Z,NeuralNetwork Based 3D Surface Reconstruction,"Vincy Joseph, Shalini Bhatia",http://arxiv.org/pdf/0912.2310v1,IJCSE Volume 1 Issue 3 2009 116-121,none,cs.NE,Summary9858,0912.3960v2,2009-12-20T02:21:40Z,Optimal Design of Fuzzy Based Power System Stabilizer Self Tuned by Robust Search Algorithm,"M. Mary Linda, N. Kesavan Nair",http://arxiv.org/pdf/0912.3960v2,"Journal of Computing, Volume 1, Issue 1, pp 44-48, December 2009",none,cs.NE,Summary9859,1001.2097v1,2010-01-13T08:11:12Z,Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks,"Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet, Philippe Poggi, P. Haurant",http://arxiv.org/pdf/1001.2097v1,"24th European Photovoltaic Solar Energy Conference, Hamburg : Germany (2009)",none,cs.NE,Summary9860,1001.3491v1,2010-01-20T07:57:02Z,Particle Swarm Optimization Based Reactive Power Optimization,"P. R. Sujin, T. Ruban Deva Prakash, M. Mary Linda",http://arxiv.org/pdf/1001.3491v1,"Journal of Computing, Vol. 2, Issue 1, January 2010",none,cs.NE,Summary9861,1001.3741v1,2010-01-21T08:36:23Z,"Application of Artificial Neural Networks in Aircraft Maintenance, Repair and Overhaul Solutions","Soumitra Paul, Kunal Kapoor, Devashish Jasani, Rachit Dudhwewala, Vijay Bore Gowda, T. R. Gopalakrishnan Nair",http://arxiv.org/pdf/1001.3741v1,"International Conference Team Tech pp 42, 2008",none,cs.NE,Summary9862,1003.1457v2,2010-03-07T12:05:22Z,The Comparison of Methods Artificial Neural Network with Linear Regression Using Specific Variables for Prediction Stock Price in Tehran Stock Exchange,"Reza Gharoie Ahangar, Mahmood Yahyazadehfar, Hassan Pournaghshband",http://arxiv.org/pdf/1003.1457v2,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 2, pp. 038-046, February 2010, USA",none,cs.NE,Summary9863,1004.3557v1,2010-04-20T20:17:41Z,Neuroevolutionary optimization,Eva Volna,http://arxiv.org/pdf/1004.3557v1,"IJCSI, Volume 7, Issue 2, March 2010",none,cs.NE,Summary9864,1004.3725v1,2010-04-21T15:24:02Z,A Gibbs distribution that learns from GA dynamics,"Manabu Kitagata, Jun-ichi Inoue",http://arxiv.org/pdf/1004.3725v1,No journal ref found,none,cs.NE,Summary9865,1004.4610v1,2010-04-26T19:18:48Z,Mobility Prediction in Wireless Ad Hoc Networks using Neural Networks,"Heni Kaaniche, Farouk Kamoun",http://arxiv.org/pdf/1004.4610v1,"Journal of Telecommunications, Volume 2, Issue 1, p95-101, April 2010",none,cs.NE,Summary9866,1005.0965v1,2010-05-06T10:22:40Z,Artificial Neural Network based Diagnostic Model For Causes of Success and Failures,"Bikrampal Kaur, Himanshu Aggarwal",http://arxiv.org/pdf/1005.0965v1,No journal ref found,none,cs.NE,Summary9867,1005.5115v1,2010-05-27T16:46:13Z,Improving GPS/INS Integration through Neural Networks,"M. Nguyen-H, C. Zhou",http://arxiv.org/pdf/1005.5115v1,"Journal of Telecommunications,Volume 2, Issue 2, pp1-6, May 2010",none,cs.NE,Summary9868,1006.0448v1,2010-06-02T17:08:29Z,Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields,"Karo Gregor, Yann LeCun",http://arxiv.org/pdf/1006.0448v1,No journal ref found,none,cs.NE,Summary9869,1006.1543v1,2010-06-08T13:03:45Z,Efficient Discovery of Large Synchronous Events in Neural Spike Streams,"Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan",http://arxiv.org/pdf/1006.1543v1,No journal ref found,none,cs.NE,Summary9870,1006.4754v1,2010-06-24T11:28:30Z,Active Sites model for the B-Matrix Approach,Krishna Chaithanya Lingashetty,http://arxiv.org/pdf/1006.4754v1,No journal ref found,none,cs.NE,Summary9871,1007.0417v1,2010-07-02T18:05:29Z,Delta Learning Rule for the Active Sites Model,Krishna Chaithanya Lingashetty,http://arxiv.org/pdf/1007.0417v1,No journal ref found,none,cs.NE,Summary9872,1007.4221v2,2010-07-23T21:30:18Z,Building Blocks Propagation in Quantum-Inspired Genetic Algorithm,"Robert Nowotniak, Jacek Kucharski",http://arxiv.org/pdf/1007.4221v2,No journal ref found,none,cs.NE,Summary9873,1007.4707v1,2010-07-27T13:07:24Z,Simple Max-Min Ant Systems and the Optimization of Linear Pseudo-Boolean Functions,"Timo Kötzing, Frank Neumann, Dirk Sudholt, Markus Wagner",http://arxiv.org/pdf/1007.4707v1,No journal ref found,none,cs.NE,Summary9874,1008.0063v1,2010-07-31T07:31:41Z,Evolutionary Approach to Test Generation for Functional BIST,"Y. A. Skobtsov, D. E. Ivanov, V. Y. Skobtsov, R. Ubar, J. Raik",http://arxiv.org/pdf/1008.0063v1,No journal ref found,none,cs.NE,Summary9875,1008.3450v3,2010-08-20T07:43:24Z,Bottleneck of using single memristor as a synapse and its solution,"Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Iman Esmaili Paeen Afrakoti",http://arxiv.org/pdf/1008.3450v3,No journal ref found,none,cs.NE,Summary9876,1008.4049v2,2010-08-24T14:12:07Z,Discriminating between Nasal and Mouth Breathing,"Kevin Curran, Peng Yuan, Damian Coyle",http://arxiv.org/pdf/1008.4049v2,No journal ref found,none,cs.NE,Summary9877,1009.0915v1,2010-09-05T13:17:01Z,Results of Evolution Supervised by Genetic Algorithms,"Lorentz Jäntschi, Sorana D. Bolboac{\ba}, Mugur C. Bălan, Radu E. Sestraş",http://arxiv.org/pdf/1009.0915v1,No journal ref found,none,cs.NE,Summary9878,1009.1513v2,2010-09-08T12:33:03Z,"Artificial Neural Networks, Symmetries and Differential Evolution","Onay Urfalioglu, Orhan Arikan",http://arxiv.org/pdf/1009.1513v2,No journal ref found,none,cs.NE,Summary9879,1009.4318v1,2010-09-22T10:14:31Z,Performance Analysis of Estimation of Distribution Algorithm and Genetic Algorithm in Zone Routing Protocol,"Mst. Farhana Rahman, S. M. Masud Karim, Kazi Shah Nawaz Ripon, Md. Iqbal Hossain Suvo",http://arxiv.org/pdf/1009.4318v1,No journal ref found,none,cs.NE,Summary9880,1009.4495v1,2010-09-22T22:32:37Z,Unary Coding for Neural Network Learning,Subhash Kak,http://arxiv.org/pdf/1009.4495v1,No journal ref found,none,cs.NE,Summary9881,1009.4564v1,2010-09-23T10:25:04Z,A Constructive Algorithm for Feedforward Neural Networks for Medical Diagnostic Reasoning,"Abu Bakar Siddiquee, Md. Ehsanul Hoque Mazumder, S. M. Kamruzzaman",http://arxiv.org/pdf/1009.4564v1,"Proc. MMU International Symposium on Information and Communications Technology (M2USIC 2004), Kuala Lumpur, Malaysia, pp. TS4B2: 5-8, Oct. 2004",none,cs.NE,Summary9882,1009.4566v1,2010-09-23T10:30:55Z,An Algorithm to Extract Rules from Artificial Neural Networks for Medical Diagnosis Problems,"S. M. Kamruzzaman, Md. Monirul Islam",http://arxiv.org/pdf/1009.4566v1,"International Journal of Information Technology (IJIT), Vol. 12, No. 8, pp. 41-59, 2006",none,cs.NE,Summary9883,1009.4570v1,2010-09-23T10:37:54Z,Extraction of Symbolic Rules from Artificial Neural Networks,"S. M. Kamruzzaman, Md. Monirul Islam",http://arxiv.org/pdf/1009.4570v1,"WASET Transactions on Science, Engineering and Technology, Vol. 10, pp. 271-277, Dec. 2005",none,cs.NE,Summary9884,1009.4572v1,2010-09-23T10:44:24Z,Medical diagnosis using neural network,"S. M. Kamruzzaman, Ahmed Ryadh Hasan, Abu Bakar Siddiquee, Md. Ehsanul Hoque Mazumder",http://arxiv.org/pdf/1009.4572v1,"Proc. 3rd International Conference on Electrical & Computer Engineering (ICECE 2004), Dhaka Bangladesh, pp. 537-540, Dec. 2004",none,cs.NE,Summary9885,1009.4962v1,2010-09-25T00:59:18Z,RGANN: An Efficient Algorithm to Extract Rules from ANNs,S. M. Kamruzzaman,http://arxiv.org/pdf/1009.4962v1,"Journal of Electronics and Computer Science, Jahangarnagar University, Bangladesh, Vol. 8, pp. 19-30, Jun. 2007",none,cs.NE,Summary9886,1009.4978v1,2010-09-25T06:22:30Z,Extracting Symbolic Rules for Medical Diagnosis Problem,S. M. Kamruzzaman,http://arxiv.org/pdf/1009.4978v1,"Proc. 8th International Conference on Computer and Information Technology (ICCIT 2005), Dhaka, Bangladesh, pp. 602-607, Dec. 2005",none,cs.NE,Summary9887,1009.4983v1,2010-09-25T07:00:25Z,Pattern Classification using Simplified Neural Networks,"S. M. Kamruzzaman, Ahmed Ryadh Hasan",http://arxiv.org/pdf/1009.4983v1,"Proc. International Conference on Information and Communication Technology in Management (ICTM 2005), Multimedia University, Malaysia, May 2005",none,cs.NE,Summary9888,1009.4984v1,2010-09-25T07:05:29Z,Rule Extraction using Artificial Neural Networks,"S. M. Kamruzzaman, Ahmed Ryadh Hasan",http://arxiv.org/pdf/1009.4984v1,"Proc. International Conference on Information and Communication Technology in Management (ICTM 2005), Multimedia University, Malaysia, May 2005",none,cs.NE,Summary9889,1009.4988v1,2010-09-25T07:33:44Z,REx: An Efficient Rule Generator,S. M. Kamruzzaman,http://arxiv.org/pdf/1009.4988v1,"Proc. 4th International Conference on Electrical Engineering, The Institution of Engineers, Dhaka, Bangladesh, pp. 79-82, Jan. 2006",none,cs.NE,Summary9890,1009.5031v1,2010-09-25T19:44:51Z,A Genetic Algorithm for the Multi-Pickup and Delivery Problem with time windows,"Imen Harbaoui Dridi, Ryan Kammarti, Mekki Ksouri, Pierre Borne",http://arxiv.org/pdf/1009.5031v1,"Studies in Informatics and Control 18, 2 (2009) pages 173-180",none,cs.NE,Summary9891,1010.0979v1,2010-10-05T18:54:43Z,Un Algorithme génétique pour le problème de ramassage et de livraison avec fenêtres de temps à plusieurs véhicules,"Imen Harbaoui Dridi, Ryan Kammarti, Pierre Borne, Mekki Ksouri",http://arxiv.org/pdf/1010.0979v1,"CIFA, Roumanie (2008)",none,cs.NE,Summary9892,1010.0980v1,2010-10-05T18:55:13Z,Approche Multicritère pour le Problème de Ramassage et de Livraison avec Fenêtres de Temps à Plusieurs Véhicules,"Imen Harbaoui Dridi, Ryan Kammarti, Mekki Ksouri, Pierre Borne",http://arxiv.org/pdf/1010.0980v1,"LT IEEE 2009, Tunisie (2009)",none,cs.NE,Summary9893,1010.1429v2,2010-10-07T13:21:28Z,Optimizing Monotone Functions Can Be Difficult,"Benjamin Doerr, Thomas Jansen, Dirk Sudholt, Carola Winzen, Christine Zarges",http://arxiv.org/pdf/1010.1429v2,No journal ref found,none,cs.NE,Summary9894,1010.4138v1,2010-10-20T09:29:03Z,Sparse and silent coding in neural circuits,"András Lőrincz, Zsolt Palotai, Gábor Szirtes",http://arxiv.org/pdf/1010.4138v1,No journal ref found,none,cs.NE,Summary9895,1011.0800v1,2010-11-03T05:07:02Z,Soil Classification Using GATree,"P. Bhargavi, S. Jyothi",http://arxiv.org/pdf/1011.0800v1,No journal ref found,none,cs.NE,Summary9896,1011.4028v4,2010-11-17T19:08:42Z,On the approximation ability of evolutionary optimization with application to minimum set cover,"Yang Yu, Xin Yao, Zhi-Hua Zhou",http://arxiv.org/pdf/1011.4028v4,No journal ref found,none,cs.NE,Summary9897,1011.6022v4,2010-11-28T09:10:11Z,DXNN Platform: The Shedding of Biological Inefficiencies,Gene I. Sher,http://arxiv.org/pdf/1011.6022v4,No journal ref found,none,cs.NE,Summary9898,1012.0952v1,2010-12-04T22:11:48Z,Faster Black-Box Algorithms Through Higher Arity Operators,"Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Per Kristian Lehre, Markus Wagner, Carola Winzen",http://arxiv.org/pdf/1012.0952v1,No journal ref found,none,cs.NE,Summary9899,1102.2559v1,2011-02-13T05:09:32Z,Toward Measuring the Scaling of Genetic Programming,Mike Stimpson,http://arxiv.org/pdf/1102.2559v1,No journal ref found,none,cs.NE,Summary9900,1102.5757v1,2011-02-28T19:58:20Z,Improving the character recognition efficiency of feed forward BP neural network,"Amit Choudhary, Rahul Rishi",http://arxiv.org/pdf/1102.5757v1,No journal ref found,none,cs.NE,Summary9901,1103.0087v1,2011-03-01T06:10:18Z,Cost effective approach on feature selection using genetic algorithms and fuzzy logic for diabetes diagnosis,E. P. Ephzibah,http://arxiv.org/pdf/1103.0087v1,No journal ref found,none,cs.NE,Summary9902,1103.2741v1,2011-03-14T18:58:59Z,Memory Retrieval in the B-Matrix Neural Network,Prerana Laddha,http://arxiv.org/pdf/1103.2741v1,No journal ref found,none,cs.NE,Summary9903,1103.4820v1,2011-03-24T17:59:10Z,Design and classification of dynamic multi-objective optimization problems,"Alexandru-Adrian Tantar, Emilia Tantar, Pascal Bouvry",http://arxiv.org/pdf/1103.4820v1,No journal ref found,none,cs.NE,Summary9904,1103.5081v2,2011-03-25T20:59:13Z,Using Variable Threshold to Increase Capacity in a Feedback Neural Network,Praveen Kuruvada,http://arxiv.org/pdf/1103.5081v2,No journal ref found,none,cs.NE,Summary9905,1103.5797v2,2011-03-29T23:52:30Z,Computational Complexity Results for Genetic Programming and the Sorting Problem,"Markus Wagner, Frank Neumann",http://arxiv.org/pdf/1103.5797v2,No journal ref found,none,cs.NE,Summary9906,1105.0332v1,2011-05-02T13:54:40Z,Recalling of Images using Hopfield Neural Network Model,"C. Ramya, G. Kavitha, Dr. K. S. Shreedhara",http://arxiv.org/pdf/1105.0332v1,No journal ref found,none,cs.NE,Summary9907,1105.0355v1,2011-05-02T15:22:36Z,A Novel Crossover Operator for Genetic Algorithms: Ring Crossover,"Yılmaz Kaya, Murat Uyar, Ramazan Tek\D{j}n",http://arxiv.org/pdf/1105.0355v1,No journal ref found,none,cs.NE,Summary9908,1105.1641v1,2011-05-09T11:45:04Z,Neural network to identify individuals at health risk,"Tanja Magoc, Dejan Magoc",http://arxiv.org/pdf/1105.1641v1,No journal ref found,none,cs.NE,Summary9909,1105.1901v1,2011-05-10T10:32:01Z,Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions,G. Jeyakumar C. Shanmugavelayutham,http://arxiv.org/pdf/1105.1901v1,"Internation Journal of Artifical Intelligence and Applications, 2011",none,cs.NE,Summary9910,1105.2894v2,2011-05-14T12:22:42Z,Ant Colony Optimization and Hypergraph Covering Problems,"Ankit Pat, Ashish Ranjan Hota",http://arxiv.org/pdf/1105.2894v2,No journal ref found,none,cs.NE,Summary9911,1105.3538v1,2011-05-18T05:37:36Z,The Exact Schema Theorem,Alden H. Wright,http://arxiv.org/pdf/1105.3538v1,No journal ref found,none,cs.NE,Summary9912,1105.4971v1,2011-05-25T09:13:31Z,Distributed Evolutionary Computation using REST,"P. A. Castillo, M. G. Arenas, A. M. Mora, J. L. J. Laredo, G. Romero, V. M Rivas, J. J. Merelo",http://arxiv.org/pdf/1105.4971v1,No journal ref found,none,cs.NE,Summary9913,1105.4978v1,2011-05-25T09:44:17Z,SOAP vs REST: Comparing a master-slave GA implementation,"P. A. Castillo, J. L. Bernier, M. G. Arenas, J. J. Merelo, P. Garcia-Sanchez",http://arxiv.org/pdf/1105.4978v1,No journal ref found,none,cs.NE,Summary9914,1105.5540v1,2011-05-27T12:21:29Z,Finite First Hitting Time versus Stochastic Convergence in Particle Swarm Optimisation,"Per Kristian Lehre, Carsten Witt",http://arxiv.org/pdf/1105.5540v1,No journal ref found,none,cs.NE,Summary9915,1106.0190v1,2011-06-01T14:32:58Z,Evolution of Things,"A. E. Eiben, N. Ferreira, M. Schut, S. Kernbach",http://arxiv.org/pdf/1106.0190v1,No journal ref found,none,cs.NE,Summary9916,1106.1570v1,2011-06-08T14:29:41Z,A Neural Network Model for Construction Projects Site Overhead Cost Estimating in Egypt,"Ismaail ElSawy, Hossam Hosny, Mohammed Abdel Razek",http://arxiv.org/pdf/1106.1570v1,"International Journal of Computer Science Issues, Vol. 8, Issue 3, May 2011, 273-283",none,cs.NE,Summary9917,1106.2113v1,2011-05-28T00:55:18Z,Using Hopfield to Solve Resource-Leveling Problem,"Caixing Liu, Jierui Xie, Yueming Hu",http://arxiv.org/pdf/1106.2113v1,"Proceedings of the 11th joint international computer conference(JICC), November ,2005, pp:564-567",none,cs.NE,Summary9918,1106.2156v1,2011-06-10T19:48:01Z,A Computational Framework for Nonlinear Dimensionality Reduction of Large Data Sets: The Exploratory Inspection Machine (XIM),Axel Wismüller,http://arxiv.org/pdf/1106.2156v1,No journal ref found,none,cs.NE,Summary9919,1106.2312v1,2011-06-12T14:34:16Z,Evolutionary Biclustering of Clickstream Data,"R. Rathipriya, Dr. K. Thangavel, J. Bagyamani",http://arxiv.org/pdf/1106.2312v1,No journal ref found,none,cs.NE,Summary9920,1106.6223v1,2011-06-30T13:38:35Z,Why GSA: A Gravitational Search Algorithm Is Not Genuinely Based on the Law of Gravity,"Melvin Gauci, Tony J. Dodd, Roderich Gross",http://arxiv.org/pdf/1106.6223v1,No journal ref found,none,cs.NE,Summary9921,1107.4414v1,2011-07-22T04:41:13Z,Frequency based Classification of Activities using Accelerometer Data,"Annapurna Sharma, Amit Purwar, Young-Dong Lee Young-Sook Lee Wan-Young Chung",http://arxiv.org/pdf/1107.4414v1,No journal ref found,none,cs.NE,Summary9922,1107.4429v1,2011-07-22T06:48:01Z,High Accuracy Human Activity Monitoring using Neural network,"Annapurna Sharma, Young-Dong Lee, Wan-Young Chung",http://arxiv.org/pdf/1107.4429v1,No journal ref found,none,cs.NE,Summary9923,1107.4470v1,2011-07-22T10:08:58Z,Symmetry Breaking in Neuroevolution: A Technical Report,"Onay Urfalioglu, Orhan Arikan",http://arxiv.org/pdf/1107.4470v1,No journal ref found,none,cs.NE,Summary9924,1108.0342v1,2011-08-01T15:44:21Z,Black-Box Complexities of Combinatorial Problems,"Benjamin Doerr, Timo Kötzing, Johannes Lengler, Carola Winzen",http://arxiv.org/pdf/1108.0342v1,No journal ref found,none,cs.NE,Summary9925,1108.1530v1,2011-08-07T07:23:32Z,Evolving A-Type Artificial Neural Networks,"Ewan Orr, Ben Martin",http://arxiv.org/pdf/1108.1530v1,No journal ref found,none,cs.NE,Summary9926,1108.3489v1,2011-08-17T14:22:25Z,A Novel and Robust Evolution Algorithm for Optimizing Complicated Functions,"Yifeng Gao, Shuhong Gong, Ge Zhao",http://arxiv.org/pdf/1108.3489v1,No journal ref found,none,cs.NE,Summary9927,1108.4080v1,2011-08-20T02:11:57Z,Convergence Properties of Two (μ + λ) Evolutionary Algorithms On OneMax and Royal Roads Test Functions,"Aram Ter-Sarkisov, Stephen Marsland",http://arxiv.org/pdf/1108.4080v1,No journal ref found,none,cs.NE,Summary9928,1108.4083v2,2011-08-20T02:40:33Z,Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function,"Aram Ter-Sarkisov, Stephen Marsland",http://arxiv.org/pdf/1108.4083v2,No journal ref found,none,cs.NE,Summary9929,1108.4386v2,2011-08-22T17:43:35Z,Tight Bounds on the Optimization Time of the (1+1) EA on Linear Functions,Carsten Witt,http://arxiv.org/pdf/1108.4386v2,No journal ref found,none,cs.NE,Summary9930,1108.4531v4,2011-08-23T09:12:04Z,Novel Analysis of Population Scalability in Evolutionary Algorithms,"Jun He, Tianshi Chen, Boris Mitavskiy",http://arxiv.org/pdf/1108.4531v4,No journal ref found,none,cs.NE,Summary9931,1108.4548v1,2011-08-23T10:47:23Z,Ant Colony Optimization of Rough Set for HV Bushings Fault Detection,"J. L. Mpanza, T. Marwala",http://arxiv.org/pdf/1108.4548v1,No journal ref found,none,cs.NE,Summary9932,1108.4618v1,2011-08-23T14:44:44Z,Artificial Neural Network and Rough Set for HV Bushings Condition Monitoring,"LJ Mpanza, T. Marwala",http://arxiv.org/pdf/1108.4618v1,No journal ref found,none,cs.NE,Summary9933,1110.1038v1,2011-10-05T16:52:26Z,Using Genetic Algorithm in the Evolutionary Design of Sequential Logic Circuits,"Parisa Soleimani, Reza Sabbaghi-Nadooshan, Sattar Mirzakuchaki, Mahdi Bagheri",http://arxiv.org/pdf/1110.1038v1,No journal ref found,none,cs.NE,Summary9934,1112.1517v4,2011-12-07T10:37:14Z,Pure Strategy or Mixed Strategy?,"Jun He, Feidun He, Hongbin Dong",http://arxiv.org/pdf/1112.1517v4,No journal ref found,none,cs.NE,Summary9935,1112.2183v1,2011-12-09T18:49:28Z,The Expert System Designed to Improve Customer Satisfaction,"P. Isakki alias Devi, S. P. Rajagopalan",http://arxiv.org/pdf/1112.2183v1,No journal ref found,none,cs.NE,Summary9936,1112.4323v2,2011-12-19T13:00:23Z,Between theory and practice: guidelines for an optimization scheme with genetic algorithms - Part I: single-objective continuous global optimization,Loris Serafino,http://arxiv.org/pdf/1112.4323v2,No journal ref found,none,cs.NE,Summary9937,1112.5980v2,2011-12-27T15:56:06Z,Search space analysis with Wang-Landau sampling and slow adaptive walks,Susan Khor,http://arxiv.org/pdf/1112.5980v2,No journal ref found,none,cs.NE,Summary9938,1201.2100v1,2012-01-10T16:19:23Z,Biologically inspired design framework for Robot in Dynamic Environments using Framsticks,"Raja Mohamed S., P. Raviraj",http://arxiv.org/pdf/1201.2100v1,No journal ref found,none,cs.NE,Summary9939,1201.4737v1,2012-01-20T20:30:59Z,Production System Rules as Protein Complexes from Genetic Regulatory Networks,Larry Bull,http://arxiv.org/pdf/1201.4737v1,No journal ref found,none,cs.NE,Summary9940,1201.4908v1,2012-01-24T03:16:43Z,Self-Organisation of Evolving Agent Populations in Digital Ecosystems,"Gerard Briscoe, Philippe De Wilde",http://arxiv.org/pdf/1201.4908v1,No journal ref found,none,cs.NE,Summary9941,1202.0678v2,2012-02-03T12:24:37Z,Influence of Topological Features on Spatially-Structured Evolutionary Algorithms Dynamics,"Matteo De Felice, Sandro Meloni, Stefano Panzieri",http://arxiv.org/pdf/1202.0678v2,No journal ref found,none,cs.NE,Summary9942,1202.1708v2,2012-02-08T14:30:55Z,A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm,"Boris Mitavskiy, Jun He",http://arxiv.org/pdf/1202.1708v2,No journal ref found,none,cs.NE,Summary9943,1205.0732v1,2012-05-03T15:15:21Z,Discretization of a matrix in the problem of quadratic functional binary minimization,"Boris Kryzhanovsky, Mikhail Kryzhanovsky, Magomed Malsagov",http://arxiv.org/pdf/1205.0732v1,"Doklady Mathematics, 2011,vol. 83, No. 3, pp.1-5",none,cs.NE,Summary9944,1205.2797v1,2012-05-12T17:26:49Z,Forecasting of Indian Rupee (INR) / US Dollar (USD) Currency Exchange Rate Using Artificial Neural Network,"Yusuf Perwej, Asif Perwej",http://arxiv.org/pdf/1205.2797v1,"International Journal of Computer Science, Engineering and Applications (IJCSEA), April 2012, Volume 2, Number 2, Pages 41-52",none,cs.NE,Summary9945,1206.0730v1,2012-06-04T17:20:58Z,Theoretical foundation for CMA-ES from information geometric perspective,"Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi",http://arxiv.org/pdf/1206.0730v1,No journal ref found,none,cs.NE,Summary9946,1206.0974v1,2012-04-24T06:22:19Z,Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed,"Ilya Loshchilov, Marc Schoenauer, Michèle Sebag",http://arxiv.org/pdf/1206.0974v1,No journal ref found,none,cs.NE,Summary9947,1206.1012v1,2012-05-06T18:44:15Z,A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring,"Iztok Fister Jr., Iztok Fister, Janez Brest",http://arxiv.org/pdf/1206.1012v1,"I. JR.,Fister, I., Fister and J., Brest. A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. In Swarm and Evolutionary Computation, Lecture Notes in Computer Science, 7269, Springer Berlin / Heidelberg, 66-74 (2012)",none,cs.NE,Summary9948,1206.1443v1,2012-06-07T10:48:48Z,On applying Neuro - Computing in E-com Domain,Asif Perwej,http://arxiv.org/pdf/1206.1443v1,"International Journal of Arts Commerce & Management(IJACM),November 2011, Volume 01, Number 01, Pages 1-5",none,cs.NE,Summary9949,1206.1971v2,2012-06-09T20:24:09Z,A Connectionist Network Approach to Find Numerical Solutions of Diophantine Equations,"Siby Abraham, Sugata Sanyal, Mukund Sanglikar",http://arxiv.org/pdf/1206.1971v2,No journal ref found,none,cs.NE,Summary9950,1206.3522v1,2012-06-15T17:28:51Z,General Upper Bounds on the Running Time of Parallel Evolutionary Algorithms,"Jörg Lässig, Dirk Sudholt",http://arxiv.org/pdf/1206.3522v1,No journal ref found,none,cs.NE,Summary9951,1206.5559v1,2012-06-25T02:16:01Z,Speeding up the construction of slow adaptive walks,Susan Khor,http://arxiv.org/pdf/1206.5559v1,No journal ref found,none,cs.NE,Summary9952,1206.5651v2,2012-06-25T11:30:44Z,"Optimization of Real, Hermitian Quadratic Forms: Real, Complex Hopfield-Amari Neural Network","Garimella Ramamurthy, Bondalapati Nischal",http://arxiv.org/pdf/1206.5651v2,No journal ref found,none,cs.NE,Summary9953,1206.5780v1,2012-04-24T06:23:46Z,Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed,"Ilya Loshchilov, Marc Schoenauer, Michèle Sebag",http://arxiv.org/pdf/1206.5780v1,Genetic and Evolutionary Computation Conference (GECCO 2012) (2012),none,cs.NE,Summary9954,1208.2214v1,2012-08-10T16:53:57Z,Curved Space Optimization: A Random Search based on General Relativity Theory,"Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet",http://arxiv.org/pdf/1208.2214v1,No journal ref found,none,cs.NE,Summary9955,1208.2345v1,2012-08-11T13:55:53Z,A Large Population Size Can Be Unhelpful in Evolutionary Algorithms,"Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao",http://arxiv.org/pdf/1208.2345v1,"Theoretical Computer Science, vol. 436, 2012, pp. 54-70",none,cs.NE,Summary9956,1208.2437v1,2012-08-12T16:01:54Z,An Efficient Genetic Programming System with Geometric Semantic Operators and its Application to Human Oral Bioavailability Prediction,"Mauro Castelli, Luca Manzoni, Leonardo Vanneschi",http://arxiv.org/pdf/1208.2437v1,No journal ref found,none,cs.NE,Summary9957,1208.4009v1,2012-08-20T13:54:26Z,Learning sparse messages in networks of neural cliques,"Behrooz Kamary Aliabadi, Claude Berrou, Vincent Gripon, Xiaoran Jiang",http://arxiv.org/pdf/1208.4009v1,No journal ref found,none,cs.NE,Summary9958,1208.4583v1,2012-07-26T19:18:29Z,A novel Hopfield neural network approach for minimizing total weighted tardiness of jobs scheduled on identical machines,"N. Fogarasi, K. Tornai, J. Levendovszky",http://arxiv.org/pdf/1208.4583v1,"Acta Universitatis Sapientiae, Informatica, 4, 1 (2012) 48-66",none,cs.NE,Summary9959,1208.6025v1,2012-08-11T21:45:46Z,Feasibility of Genetic Algorithm for Textile Defect Classification Using Neural Network,"Md. Tarek Habib, Rahat Hossain Faisal, M. Rokonuzzaman",http://arxiv.org/pdf/1208.6025v1,No journal ref found,none,cs.NE,Summary9960,1208.6028v1,2012-08-13T11:32:03Z,Design of Low Noise Amplifiers Using Particle Swarm Optimization,Sadik Ulker,http://arxiv.org/pdf/1208.6028v1,"International Journal of Artificial Intelligence & Applications vol 3, no 4, July 2012, 99-106",none,cs.NE,Summary9961,1212.0215v1,2012-12-02T15:07:56Z,Artificial Neural Network for Performance Modeling and Optimization of CMOS Analog Circuits,Mriganka Chakraborty,http://arxiv.org/pdf/1212.0215v1,No journal ref found,none,cs.NE,Summary9962,1212.0639v1,2012-12-04T08:48:29Z,Evaluation of Particle Swarm Optimization Algorithms for Weighted Max-Sat Problem: Technical Report,Osama Khalil,http://arxiv.org/pdf/1212.0639v1,No journal ref found,none,cs.NE,Summary9963,1212.1752v1,2012-12-08T02:47:40Z,Hybrid Optimized Back propagation Learning Algorithm For Multi-layer Perceptron,"Mriganka Chakraborty, Arka Ghosh",http://arxiv.org/pdf/1212.1752v1,"International Journal of Computer Applications 60(13):1-5, 2012",none,cs.NE,Summary9964,1212.5250v1,2012-12-18T07:27:27Z,A genetic algorithm applied to the validation of building thermal models,"Alfred Jean Philippe Lauret, Harry Boyer, Carine Riviere, Alain Bastide",http://arxiv.org/pdf/1212.5250v1,"Energy and Buildings 37, 8 (2005) 858-866",none,cs.NE,Summary9965,1302.0324v1,2013-02-02T00:43:42Z,A New Constructive Method to Optimize Neural Network Architecture and Generalization,"Hou Muzhou, Moon Ho Lee",http://arxiv.org/pdf/1302.0324v1,No journal ref found,none,cs.NE,Summary9966,1302.0797v1,2013-02-04T18:50:14Z,Comparison of Ant-Inspired Gatherer Allocation Approaches using Memristor-Based Environmental Models,"Ella Gale, Ben de Lacy Costello, Andrew Adamatzky",http://arxiv.org/pdf/1302.0797v1,"Bio-Inspired Models of Networks, Information, and Computing Systems, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Volume 103, 2012, pp 73-84",none,cs.NE,Summary9967,1302.1156v2,2013-02-05T19:14:39Z,A Non-Binary Associative Memory with Exponential Pattern Retrieval Capacity and Iterative Learning: Extended Results,"Amir Hesam Salavati, K. Raj Kumar, Amin Shokrollahi",http://arxiv.org/pdf/1302.1156v2,No journal ref found,none,cs.NE,Summary9968,1302.3541v1,2013-02-14T20:30:46Z,An analysis of NK and generalized NK landscapes,"Jeffrey S. Buzas, Jeffrey Dinitz",http://arxiv.org/pdf/1302.3541v1,No journal ref found,none,cs.NE,Summary9969,1302.6310v1,2013-02-26T04:22:44Z,"Estimating Sectoral Pollution Load in Lagos, Nigeria Using Data Mining Techniques","Adesesan . B Adeyemo, Adebola A. Oketola, Emmanuel O. Adetula, O. Osibanjo",http://arxiv.org/pdf/1302.6310v1,"A.B ADEYEMO, A.A OKETOLA, E.O ADETULA, O.OSIBANJO (2012): Estimating Sectoral Pollution Load in Lagos, Nigeria Using Data Mining Techniques,International-Journal-of-Computer-Science-Issues, Volume 9, Issue 6, November 2012 pages 465-475",none,cs.NE,Summary9970,1302.6426v1,2013-02-26T13:19:26Z,Segmentation of Alzheimers Disease in PET scan datasets using MATLAB,"A. Meena, K. Raja",http://arxiv.org/pdf/1302.6426v1,"International Journal on Information Sciences and Computing,Vol.6,No.2,July 2012,PP.No.44-48",none,cs.NE,Summary9971,1302.6615v1,2013-02-26T22:25:16Z,PSO based Neural Networks vs. Traditional Statistical Models for Seasonal Time Series Forecasting,"Ratnadip Adhikari, R. K. Agrawal, Laxmi Kant",http://arxiv.org/pdf/1302.6615v1,"IEEE International Advanced Computing Conference (IACC), 2013",none,cs.NE,Summary9972,1302.7051v2,2013-02-28T01:32:28Z,Polyploidy and Discontinuous Heredity Effect on Evolutionary Multi-Objective Optimization,"Wesam Elshamy, Hassan M Emara, Ahmed Bahgat",http://arxiv.org/pdf/1302.7051v2,No journal ref found,none,cs.NE,Summary9973,1302.7080v1,2013-02-28T04:41:53Z,Parameter Identification of Induction Motor Using Modified Particle Swarm Optimization Algorithm,"Hassan M Emara, Wesam Elshamy, Ahmed Bahgat",http://arxiv.org/pdf/1302.7080v1,No journal ref found,none,cs.NE,Summary9974,0708.2686v1,2007-07-24T18:50:22Z,The universal evolutionary computer based on super-recursive algorithms of evolvability,D. Roglic,http://arxiv.org/pdf/0708.2686v1,No journal ref found,none,cs.NE,Summary9975,0910.0646v1,2009-10-04T22:09:18Z,Digital Business Ecosystems: Natural Science Paradigms,"Gerard Briscoe, Suzanne Sadedin",http://arxiv.org/pdf/0910.0646v1,No journal ref found,none,cs.NE,Summary9976,1002.1164v1,2010-02-05T09:20:51Z,Existence and Global Logarithmic Stability of Impulsive Neural Networks with Time Delay,"A. K. Ojha, Dushmanta Mallick, C. Mallick",http://arxiv.org/pdf/1002.1164v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 2, January 2010, http://ijcsi.org/articles/Existence-and-Global-Logarithmic-Stability-of-Impulsive-Neural-Networks-with-Time-Delay.php",none,cs.NE,Summary9977,1002.1176v1,2010-02-05T10:08:22Z,Phase-Only Planar Antenna Array Synthesis with Fuzzy Genetic Algorithms,"Boufeldja Kadri, Miloud Boussahla, Fethi Tarik Bendimerad",http://arxiv.org/pdf/1002.1176v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 2, January 2010, http://ijcsi.org/articles/Phase-Only-Planar-Antenna-Array-Synthesis-with-Fuzzy-Genetic-Algorithms.php",none,cs.NE,Summary9978,1002.1184v1,2010-02-05T10:27:13Z,Implementation of an Innovative Bio Inspired GA and PSO Algorithm for Controller design considering Steam GT Dynamics,"R. Shivakumar, R. Lakshmipathi",http://arxiv.org/pdf/1002.1184v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 3, January 2010, http://ijcsi.org/articles/Implementation-of-an-Innovative-Bio-Inspired-GA-and-PSO-Algorithm-for-Controller-design-considering-Steam-GT-Dynamics.php",none,cs.NE,Summary9979,1002.2012v1,2010-02-10T01:16:21Z,Implementing Genetic Algorithms on Arduino Micro-Controllers,Nuno Alves,http://arxiv.org/pdf/1002.2012v1,No journal ref found,none,cs.NE,Summary9980,1002.2195v1,2010-02-10T20:00:15Z,Multi Product Inventory Optimization using Uniform Crossover Genetic Algorithm,"S. Narmadha, Dr. V. Selladurai, G. Sathish",http://arxiv.org/pdf/1002.2195v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 170-179, January 2010, USA",none,cs.NE,Summary9981,1002.2196v1,2010-02-10T20:03:20Z,"Efficient Inventory Optimization of Multi Product, Multiple Suppliers with Lead Time using PSO","S. Narmadha, Dr. V. Selladurai, G. Sathish",http://arxiv.org/pdf/1002.2196v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 180-189, January 2010, USA",none,cs.NE,Summary9982,1002.4004v1,2010-02-21T19:41:45Z,Nature inspired artificial intelligence based adaptive traffic flow distribution in computer network,Manoj Kumar Singh,http://arxiv.org/pdf/1002.4004v1,"Journal of Computing, Volume 2, Issue 2, February 2010, https://sites.google.com/site/journalofcomputing/",none,cs.NE,Summary9983,1002.4831v1,2010-02-25T17:15:50Z,On Analysis and Evaluation of Multi-Sensory Cognitive Learning of a Mathematical Topic Using Artificial Neural Networks,"F. A. Al-Zahrani, H. M. Mustafa, A. Al-Hamadi",http://arxiv.org/pdf/1002.4831v1,No journal ref found,none,cs.NE,Summary9984,1104.0283v1,2011-04-02T03:33:02Z,Evolving a New Feature for a Working Program,Mike Stimpson,http://arxiv.org/pdf/1104.0283v1,No journal ref found,none,cs.NE,Summary9985,1104.0775v2,2011-04-05T08:46:33Z,Evolving Pacing Strategies for Team Pursuit Track Cycling,"Markus Wagner, Jareth Day, Diora Jordan, Trent Kroeger, Frank Neumann",http://arxiv.org/pdf/1104.0775v2,No journal ref found,none,cs.NE,Summary9986,1104.2644v1,2011-04-13T23:24:49Z,Idealized Dynamic Population Sizing for Uniformly Scaled Problems,Fernando G. Lobo,http://arxiv.org/pdf/1104.2644v1,No journal ref found,none,cs.NE,Summary9987,1111.0907v2,2011-11-03T16:38:02Z,Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem,"Yang Yu, Chao Qian, Zhi-Hua Zhou",http://arxiv.org/pdf/1111.0907v2,No journal ref found,none,cs.NE,Summary9988,1111.1353v1,2011-11-05T21:43:56Z,An efficient implementation of the simulated annealing heuristic for the quadratic assignment problem,Gerald Paul,http://arxiv.org/pdf/1111.1353v1,No journal ref found,none,cs.NE,Summary9989,1111.1564v1,2011-11-07T13:04:48Z,Particle Swarm Optimization Framework for Low Power Testing of VLSI Circuits,"Balwnder Singh, Sukhleen Bindra Narang, Arun Khosla",http://arxiv.org/pdf/1111.1564v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.2, No.3, July 2011",none,cs.NE,Summary9990,cs/0210012v1,2002-10-14T09:00:23Z,Selection of future events from a time series in relation to estimations of forecasting uncertainty,Igor B. Konovalov,http://arxiv.org/pdf/cs/0210012v1,No journal ref found,none,cs.NE,Summary9991,1109.0085v1,2011-09-01T04:01:27Z,Self-Adaptation Mechanism to Control the Diversity of the Population in Genetic Algorithm,"Chaiwat Jassadapakorn, Prabhas Chongstitvatana",http://arxiv.org/pdf/1109.0085v1,"International Journal of Computer Science & Information Technology (IJCSIT), Vol 3, No 4, August 2011",none,cs.NE,Summary9992,1109.1074v1,2011-09-06T06:05:12Z,A Framework for Predicting Phishing Websites using Neural Networks,"A. Martin, Na. Ba. Anutthamaa, M. Sathyavathy, Marie Manjari Saint Francois, Dr. V. Prasanna Venkatesan",http://arxiv.org/pdf/1109.1074v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 2, 2011, 330-336",none,cs.NE,Summary9993,1109.1211v1,2011-09-06T15:19:48Z,An Efficient Preprocessing Methodology for Discovering Patterns and Clustering of Web Users using a Dynamic ART1 Neural Network,"C. Ramya, G. Kavitha",http://arxiv.org/pdf/1109.1211v1,No journal ref found,none,cs.NE,Summary9994,1109.1504v2,2011-09-07T16:08:28Z,A New Method for Lower Bounds on the Running Time of Evolutionary Algorithms,Dirk Sudholt,http://arxiv.org/pdf/1109.1504v2,No journal ref found,none,cs.NE,Summary9995,1109.1766v1,2011-09-08T16:40:49Z,Analysis of Speedups in Parallel Evolutionary Algorithms for Combinatorial Optimization,"Jörg Lässig, Dirk Sudholt",http://arxiv.org/pdf/1109.1766v1,No journal ref found,none,cs.NE,Summary9996,1109.2146v1,2011-09-09T20:32:23Z,CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features,"N. García-Pedrajas, C. Hervás-Martínez, D. Ortiz-Boyer",http://arxiv.org/pdf/1109.2146v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 1-48, 2005",none,cs.NE,Summary9997,1109.2788v1,2011-09-13T13:58:07Z,Developing a supervised training algorithm for limited precision feed-forward spiking neural networks,Evangelos Stromatias,http://arxiv.org/pdf/1109.2788v1,No journal ref found,none,cs.NE,Summary9998,1109.6441v1,2011-09-29T08:53:36Z,Memetic Algorithms: Parametrization and Balancing Local and Global Search,Dirk Sudholt,http://arxiv.org/pdf/1109.6441v1,No journal ref found,none,cs.NE,Summary9999,1204.0183v1,2012-04-01T09:24:19Z,Neural Network Model for Path-Planning of Robotic Rover Systems,Youssef Bassil,http://arxiv.org/pdf/1204.0183v1,No journal ref found,none,cs.NE,Summary10000,1204.0262v2,2012-04-01T20:17:32Z,Managing contextual artificial neural networks with a service-based mediator,Greg Fish,http://arxiv.org/pdf/1204.0262v2,No journal ref found,none,cs.NE,Summary10001,1204.1706v1,2012-04-08T04:02:52Z,Efficient Design of Triplet Based Spike-Timing Dependent Plasticity,"Mostafa Rahimi Azghadi, Said Al-Sarawi, Nicolangelo Iannella, Derek Abbott",http://arxiv.org/pdf/1204.1706v1,"Proceedings of the International Joint Conference on Neural Networks, held in Brisbane, 10-15 June, 2012: pp.1-7",none,cs.NE,Summary10002,1204.2139v1,2012-04-10T13:19:45Z,Affine Image Registration Transformation Estimation Using a Real Coded Genetic Algorithm with SBX,"Mosab Bazargani, António dos Anjos, Fernando G. Lobo, Ali Mollahosseini, Hamid Reza Shahbazkia",http://arxiv.org/pdf/1204.2139v1,No journal ref found,none,cs.NE,Summary10003,1204.2356v1,2012-04-11T07:00:31Z,Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy,"Ilya Loshchilov, Marc Schoenauer, Michèle Sebag",http://arxiv.org/pdf/1204.2356v1,No journal ref found,none,cs.NE,Summary10004,1204.4560v1,2012-04-20T08:20:41Z,A Fast and Effective Local Search Algorithm for Optimizing the Placement of Wind Turbines,"Markus Wagner, Jareth Day, Frank Neumann",http://arxiv.org/pdf/1204.4560v1,No journal ref found,none,cs.NE,Summary10005,1209.0167v3,2012-09-02T11:29:03Z,Automatic ECG Beat Arrhythmia Detection,"M. Bazarghan, Y. Jaberi, R. Amandi, M. Abedi",http://arxiv.org/pdf/1209.0167v3,No journal ref found,none,cs.NE,Summary10006,1209.2717v1,2012-09-12T20:17:05Z,Comparison Study for Clonal Selection Algorithm and Genetic Algorithm,"Ezgi Deniz Ulker, Sadik Ulker",http://arxiv.org/pdf/1209.2717v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 4, No 4, August 2012 pp 107-118",none,cs.NE,Summary10007,1209.4855v1,2012-09-20T14:14:59Z,The Future of Neural Networks,"Sachin Lakra, T. V. Prasad, G. Ramakrishna",http://arxiv.org/pdf/1209.4855v1,"Published in proceedings of 6th National Conference on Computing for Nation Development, INDIACom 2012, New Delhi, India, 23-24 February, 2012, pp. 481-486",none,cs.NE,Summary10008,1209.4895v1,2012-09-20T13:52:32Z,A Neuro-Fuzzy Technique for Implementing the Half-Adder Circuit Using the CANFIS Model,"Sachin Lakra, T. V. Prasad, Deepak Sharma, Shree Harsh Atrey, Anubhav Sharma",http://arxiv.org/pdf/1209.4895v1,"Published in proceedings titled Advances in Computer Science and Engineering - of the Second International Conference on Data Management 2009, Ghaziabad, Uttar Pradesh, India, Feb 2009, pp. 99-107",none,cs.NE,Summary10009,1209.5218v2,2012-09-24T10:26:19Z,A New Continuous-Time Equality-Constrained Optimization Method to Avoid Singularity,"Quan Quan, Kai-Yuan Cai",http://arxiv.org/pdf/1209.5218v2,No journal ref found,none,cs.NE,Summary10010,1209.5339v1,2012-09-24T17:26:29Z,Developing Improved Greedy Crossover to Solve Symmetric Traveling Salesman Problem,"Hassan Ismkhan, Kamran Zamanifar",http://arxiv.org/pdf/1209.5339v1,No journal ref found,none,cs.NE,Summary10011,1211.0660v1,2012-11-04T04:49:24Z,Generation of Two-Layer Monotonic Functions,"Yukihiro Kamada, Kiyonori Miyasaki",http://arxiv.org/pdf/1211.0660v1,No journal ref found,none,cs.NE,Summary10012,1211.0730v1,2012-11-04T22:42:39Z,Intelligent Algorithm for Optimum Solutions Based on the Principles of Bat Sonar,Mohammed Ali Tawfeeq,http://arxiv.org/pdf/1211.0730v1,No journal ref found,none,cs.NE,Summary10013,1211.1119v1,2012-11-06T06:15:28Z,A Survey on Techniques of Improving Generalization Ability of Genetic Programming Solutions,"Vipul K. Dabhi, Sanjay Chaudhary",http://arxiv.org/pdf/1211.1119v1,No journal ref found,none,cs.NE,Summary10014,1211.1733v1,2012-11-08T00:29:11Z,Linear Antenna Array with Suppressed Sidelobe and Sideband Levels using Time Modulation,"Swaprava Nath, Subrata Mitra",http://arxiv.org/pdf/1211.1733v1,International Conference on Computers and Devices for Communication (CODEC) 2006,none,cs.NE,Summary10015,1211.2361v2,2012-11-11T00:26:22Z,Genetic Algorithm for Designing a Convenient Facility Layout for a Circular Flow Path,"Hossein Jahandideh, Ardavan Asef-Vaziri, Mohammad Modarres",http://arxiv.org/pdf/1211.2361v2,No journal ref found,none,cs.NE,Summary10016,1211.3451v1,2012-11-14T22:28:56Z,Memory Capacity of a Random Neural Network,Matt Stowe,http://arxiv.org/pdf/1211.3451v1,No journal ref found,none,cs.NE,Summary10017,1211.3845v1,2012-11-16T10:09:52Z,A Bayesian Interpretation of the Particle Swarm Optimization and Its Kernel Extension,Peter Andras,http://arxiv.org/pdf/1211.3845v1,PLoS ONE 7(11): e48710 (2012),none,cs.NE,Summary10018,1211.4520v2,2012-11-19T17:45:25Z,Storing cycles in Hopfield-type networks with pseudoinverse learning rule: admissibility and network topology,"Chuan Zhang, Gerhard Dangelmayr, Iuliana Oprea",http://arxiv.org/pdf/1211.4520v2,"Neural Networks, Volume 46, October 2013, Pages 283-298",none,cs.NE,Summary10019,1211.4971v1,2012-11-21T09:12:12Z,A Hybrid Bacterial Foraging Algorithm For Solving Job Shop Scheduling Problems,"S. Narendhar, T. Amudha",http://arxiv.org/pdf/1211.4971v1,No journal ref found,none,cs.NE,Summary10020,1211.5400v1,2012-11-23T01:04:26Z,Ecosystem-Oriented Distributed Evolutionary Computing,"Gerard Briscoe, Philippe De Wilde",http://arxiv.org/pdf/1211.5400v1,No journal ref found,none,cs.NE,Summary10021,1211.7184v1,2012-11-30T08:49:46Z,Erratum: Simplified Drift Analysis for Proving Lower Bounds in Evolutionary Computation,"Pietro S. Oliveto, Carsten Witt",http://arxiv.org/pdf/1211.7184v1,No journal ref found,none,cs.NE,Summary10022,1301.0048v1,2013-01-01T02:20:31Z,Generating High-Order Threshold Functions with Multiple Thresholds,"Yukihiro Kamada, Kiyonori Miyasaki",http://arxiv.org/pdf/1301.0048v1,No journal ref found,none,cs.NE,Summary10023,1301.0785v1,2013-01-04T18:08:30Z,Adaptive Intelligent Cooperative Spectrum Sensing In Cognitive Radio,Dilip S Aldar,http://arxiv.org/pdf/1301.0785v1,No journal ref found,none,cs.NE,Summary10024,1301.0929v1,2013-01-05T18:38:14Z,Hybridization of Evolutionary Algorithms,"Iztok Fister, Marjan Mernik, Janez Brest",http://arxiv.org/pdf/1301.0929v1,"Iztok Fister, Marjan Mernik and Janez Brest (2011). Hybridization of Evolutionary Algorithms, Evolutionary Algorithms, Eisuke Kita (Ed.), ISBN: 978-953-307-171-8, InTech",none,cs.NE,Summary10025,1301.0939v1,2013-01-05T20:11:43Z,Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm,"Iztok Fister, Marjan Mernik, Bogdan Filipič",http://arxiv.org/pdf/1301.0939v1,No journal ref found,none,cs.NE,Summary10026,1301.4662v1,2013-01-20T14:29:56Z,Recurrent Neural Network Method in Arabic Words Recognition System,Yusuf Perwej,http://arxiv.org/pdf/1301.4662v1,"International Journal of Computer Science and Telecommunications (IJCST)UK, London,(http://www.ijcst.org) Vol. 3, Issue 11, pages 43-48, November 2012, http://www.ijcst.org/Volume3/Issue11/p8_3_11.pdf",none,cs.NE,Summary10027,1304.0090v1,2013-03-30T11:25:35Z,A Neuromorphic VLSI Design for Spike Timing and Rate Based Synaptic Plasticity,"Mostafa Rahimi Azghadi, Said Al-Sarawi, Derek Abbott, Nicolangelo Iannella",http://arxiv.org/pdf/1304.0090v1,"Mostafa Rahimi Azghadi, Said Al-Sarawi, Derek Abbott, Nicolangelo Iannella, A Neuromorphic VLSI Design for Spike Timing and Rate Based Synaptic Plasticity, Neural Networks (2013), 10.1016/j.neunet.2013.03.003",none,cs.NE,Summary10028,1304.0751v1,2013-03-03T00:47:21Z,A Cumulative Multi-Niching Genetic Algorithm for Multimodal Function Optimization,Matthew Hall,http://arxiv.org/pdf/1304.0751v1,International Journal of Advanced Research in Artificial Intelligence 1(9) 6 - 13 (2012),none,cs.NE,Summary10029,1304.2467v1,2013-04-09T06:40:59Z,Evolutionary Design of Digital Circuits Using Genetic Programming,"S. M. Ashik Eftekhar, Sk. Mahbub Habib, M. M. A. Hashem",http://arxiv.org/pdf/1304.2467v1,"Procs. of the 3rd International Conference on Electrical, Electronics and Computer Engineering (ICEECE 2003), pp. 231-236, Dhaka, Bangladesh, December 22-24, (2003)",none,cs.NE,Summary10030,1304.2543v1,2013-04-09T11:43:13Z,A New Distributed Evolutionary Computation Technique for Multi-Objective Optimization,"Md. Asadul Islam, G. M. Mashrur-E-Elahi, M. M. A. Hashem",http://arxiv.org/pdf/1304.2543v1,"Procs. of the IEEE International Conference on Computer and Communication Engineering (ICCCE10), pp. 31-36, Kuala Lumpur, Malaysia, May 11-13, (2010)",none,cs.NE,Summary10031,1304.3138v1,2013-04-10T20:24:31Z,Sustainable Cooperative Coevolution with a Multi-Armed Bandit,"François-Michel De Rainville, Michèle Sebag, Christian Gagné, Marc Schoenauer, Denis Laurendeau",http://arxiv.org/pdf/1304.3138v1,No journal ref found,none,cs.NE,Summary10032,1304.3362v1,2013-04-11T16:39:40Z,Evolution of Swarm Robotics Systems with Novelty Search,"Jorge Gomes, Paulo Urbano, Anders Lyhne Christensen",http://arxiv.org/pdf/1304.3362v1,No journal ref found,none,cs.NE,Summary10033,1304.3393v1,2013-04-11T18:58:13Z,Generic Behaviour Similarity Measures for Evolutionary Swarm Robotics,"Jorge Gomes, Anders Lyhne Christensen",http://arxiv.org/pdf/1304.3393v1,No journal ref found,none,cs.NE,Summary10034,1304.3610v1,2013-04-12T11:54:35Z,Modified Soft Brood Crossover in Genetic Programming,"Hardik M. Parekh, Vipul K. Dabhi",http://arxiv.org/pdf/1304.3610v1,No journal ref found,none,cs.NE,Summary10035,1304.3612v1,2013-04-12T12:08:07Z,A Novel Metaheuristics To Solve Mixed Shop Scheduling Problems,V. Ravibabu,http://arxiv.org/pdf/1304.3612v1,"International Journal in Foundations of Computer Science & Technology, March2013, Volume 3, Number 2, ISSN : 1839-7662",none,cs.NE,Summary10036,1304.3779v1,2013-04-13T05:16:54Z,Improving Generalization Ability of Genetic Programming: Comparative Study,"Tejashvi R. Naik, Vipul K. Dabhi",http://arxiv.org/pdf/1304.3779v1,No journal ref found,none,cs.NE,Summary10037,1304.3792v1,2013-04-13T09:12:07Z,Solving Linear Equations Using a Jacobi Based Time-Variant Adaptive Hybrid Evolutionary Algorithm,"A. R. M. Jalal Uddin Jamali, M. M. A. Hashem, Md. Bazlar Rahman",http://arxiv.org/pdf/1304.3792v1,"Procs. of the 7th International Conference on Computer & Information Technology (ICCIT 2004), pp. 688-693, Dhaka, Bangladesh, December 26-28, (2004)",none,cs.NE,Summary10038,1304.3892v1,2013-04-14T08:56:10Z,An accelerated CLPSO algorithm,"Muhammad Omer Bin Saeed, Muhammad Saqib Sohail, Syed Zeeshan Rizvi, Mobien Shoaib, Asrar Ul Haq Sheikh",http://arxiv.org/pdf/1304.3892v1,No journal ref found,none,cs.NE,Summary10039,1304.4055v2,2013-04-15T11:28:06Z,Multiobjective optimization in Gene Expression Programming for Dew Point,"Siddharth Shroff, Vipul Dabhi",http://arxiv.org/pdf/1304.4055v2,No journal ref found,none,cs.NE,Summary10040,1304.5594v2,2013-04-20T06:56:04Z,Dew Point modelling using GEP based multi objective optimization,"Siddharth Shroff, Vipul Dabhi",http://arxiv.org/pdf/1304.5594v2,No journal ref found,none,cs.NE,Summary10041,1307.0841v1,2013-07-02T20:47:26Z,Comparing various regression methods on ensemble strategies in differential evolution,"Iztok Fister Jr., Iztok Fister, Janez Brest",http://arxiv.org/pdf/1307.0841v1,"In Proceedings of 19th International Conference on Soft Computing MENDEL 2013, Brno, 2013, pp. 87-92",none,cs.NE,Summary10042,1307.2559v1,2013-07-09T19:40:15Z,General Drift Analysis with Tail Bounds,"Per Kristian Lehre, Carsten Witt",http://arxiv.org/pdf/1307.2559v1,No journal ref found,none,cs.NE,Summary10043,1307.3463v4,2013-07-12T14:07:09Z,Non-Elitist Genetic Algorithm as a Local Search Method,Anton Eremeev,http://arxiv.org/pdf/1307.3463v4,No journal ref found,none,cs.NE,Summary10044,1307.4186v1,2013-07-16T08:04:01Z,A Brief Review of Nature-Inspired Algorithms for Optimization,"Iztok Fister Jr., Xin-She Yang, Iztok Fister, Janez Brest, Dušan Fister",http://arxiv.org/pdf/1307.4186v1,"Elektrotehni\v{s}ki vestnik, 80(3), 2013",none,cs.NE,Summary10045,1307.4274v1,2013-07-16T13:45:24Z,The Fitness Level Method with Tail Bounds,Carsten Witt,http://arxiv.org/pdf/1307.4274v1,No journal ref found,none,cs.NE,Summary10046,1307.7435v1,2013-07-29T01:39:01Z,A new approach in dynamic traveling salesman problem: a hybrid of ant colony optimization and descending gradient,"Farhad Soleimanian Gharehchopogh, Isa Maleki, Seyyed Reza Khaze",http://arxiv.org/pdf/1307.7435v1,"International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT), Vol. 3, No. 2, December 2012",none,cs.NE,Summary10047,1307.8104v1,2013-07-30T19:51:12Z,Neural Network Capacity for Multilevel Inputs,"Matt Stowe, Subhash Kak",http://arxiv.org/pdf/1307.8104v1,No journal ref found,none,cs.NE,Summary10048,1309.0719v2,2013-09-03T15:17:07Z,Understanding Evolutionary Potential in Virtual CPU Instruction Set Architectures,"David M. Bryson, Charles Ofria",http://arxiv.org/pdf/1309.0719v2,PLOS ONE 8(12): e83242. (2013),none,cs.NE,Summary10049,1309.3214v1,2013-09-12T16:35:35Z,Modeling Based on Elman Wavelet Neural Network for Class-D Power Amplifiers,"Li Wang, Jie Shao, Yaqin Zhong, Weisong Zhao, Reza Malekian",http://arxiv.org/pdf/1309.3214v1,"Applied Mathematics & Information Sciences, Volume 7, No. 6 (Nov. 2013), PP:2445-2453",none,cs.NE,Summary10050,1309.3816v1,2013-09-16T02:16:56Z,"Multiplicative Approximations, Optimal Hypervolume Distributions, and the Choice of the Reference Point","Tobias Friedrich, Frank Neumann, Christian Thyssen",http://arxiv.org/pdf/1309.3816v1,No journal ref found,none,cs.NE,Summary10051,1309.5676v3,2013-09-23T01:12:04Z,Implementation of a language driven Backpropagation algorithm,"I. V. Grossu, C. I. Ciuluvica",http://arxiv.org/pdf/1309.5676v3,No journal ref found,none,cs.NE,Summary10052,1309.5896v1,2013-09-23T17:54:22Z,On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection,"Gabriel Kronberger, Stephan Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner",http://arxiv.org/pdf/1309.5896v1,"Computer Aided Systems Theory - EUROCAST 2009, Lecture Notes in Computer Science Volume 5717, 2009, pp 793-800, Springer",none,cs.NE,Summary10053,1309.5931v1,2013-09-23T19:35:29Z,Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset,"Michael Kommenda, Gabriel Kronberger, Christoph Feilmayr, Michael Affenzeller",http://arxiv.org/pdf/1309.5931v1,"Computer Aided Systems Theory - EUROCAST 2011, Lecture Notes in Computer Science Volume 6927, 2012, pp 400-407",none,cs.NE,Summary10054,1310.1227v1,2013-10-04T11:31:40Z,The Novel Approach of Adaptive Twin Probability for Genetic Algorithm,"Anagha P. Khedkar, Shaila Subbaraman",http://arxiv.org/pdf/1310.1227v1,No journal ref found,none,cs.NE,Summary10055,1310.3805v1,2013-10-14T19:42:26Z,Green Heron Swarm Optimization Algorithm - State-of-the-Art of a New Nature Inspired Discrete Meta-Heuristics,"Chiranjib Sur, Anupam Shukla",http://arxiv.org/pdf/1310.3805v1,No journal ref found,none,cs.NE,Summary10056,1311.0460v1,2013-11-03T12:30:37Z,An Adaptive Amoeba Algorithm for Shortest Path Tree Computation in Dynamic Graphs,"Xiaoge Zhang, Qi Liu, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Zili Zhang, Yong Deng",http://arxiv.org/pdf/1311.0460v1,No journal ref found,none,cs.NE,Summary10057,1311.0598v1,2013-11-04T07:11:13Z,Q-Gaussian Swarm Quantum Particle Intelligence on Predicting Global Minimum of Potential Energy Function,Hiqmet Kamberaj,http://arxiv.org/pdf/1311.0598v1,No journal ref found,none,cs.NE,Summary10058,1311.1090v1,2013-11-05T15:33:30Z,Polyhedrons and Perceptrons Are Functionally Equivalent,Daniel Crespin,http://arxiv.org/pdf/1311.1090v1,No journal ref found,none,cs.NE,Summary10059,1312.1858v2,2013-12-06T13:37:37Z,How Santa Fe Ants Evolve,"Dominic Wilson, Devinder Kaur",http://arxiv.org/pdf/1312.1858v2,No journal ref found,none,cs.NE,Summary10060,1312.2366v1,2013-12-09T10:23:49Z,A preliminary survey on optimized multiobjective metaheuristic methods for data clustering using evolutionary approaches,"Ramachandra Rao Kurada, Dr. K Karteeka Pavan, Dr. AV Dattareya Rao",http://arxiv.org/pdf/1312.2366v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 5,No 5, Oct 2013, ISSN:0975-3826",none,cs.NE,Summary10061,1312.4044v1,2013-12-14T13:33:48Z,"CACO : Competitive Ant Colony Optimization, A Nature-Inspired Metaheuristic For Large-Scale Global Optimization",M. A. El-Dosuky,http://arxiv.org/pdf/1312.4044v1,No journal ref found,none,cs.NE,Summary10062,1312.4078v1,2013-12-14T19:05:11Z,A natural-inspired optimization machine based on the annual migration of salmons in nature,"Ahmad Mozaffari, Alireza Fathi",http://arxiv.org/pdf/1312.4078v1,No journal ref found,none,cs.NE,Summary10063,1312.4132v1,2013-12-15T10:21:05Z,An introduction to synchronous self-learning Pareto strategy,"Ahmad Mozaffari, Alireza Fathi",http://arxiv.org/pdf/1312.4132v1,No journal ref found,none,cs.NE,Summary10064,1312.4149v1,2013-12-15T13:57:16Z,Autonomous Quantum Perceptron Neural Network,"Alaa Sagheer, Mohammed Zidan",http://arxiv.org/pdf/1312.4149v1,No journal ref found,none,cs.NE,Summary10065,1312.5548v1,2013-12-19T13:45:45Z,My First Deep Learning System of 1991 + Deep Learning Timeline 1962-2013,Jürgen Schmidhuber,http://arxiv.org/pdf/1312.5548v1,No journal ref found,none,cs.NE,Summary10066,1312.5814v1,2013-12-20T05:39:51Z,Optimal parameter selection for unsupervised neural network using genetic algorithm,"suneetha chittineni, Raveendra Babu Bhogapathi",http://arxiv.org/pdf/1312.5814v1,No journal ref found,none,cs.NE,Summary10067,1312.6609v1,2013-12-23T17:16:46Z,A comprehensive review of firefly algorithms,"Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest",http://arxiv.org/pdf/1312.6609v1,"I. Fister, I. Fister Jr., X.-S. Yang, and J. Brest, A comprehensive review of firefly algorithms, Swarm and Evolutionary Computation, vol. 13, pp. 34-46, 2013",none,cs.NE,Summary10068,1401.0523v1,2014-01-02T20:15:00Z,Solving Poisson Equation by Genetic Algorithms,"Khalid Jebari, Mohammed Madiafi, Abdelaziz El Moujahid",http://arxiv.org/pdf/1401.0523v1,"International Journal of Computer Applications Volume 83, No 5, December 2013",none,cs.NE,Summary10069,1401.0546v1,2014-01-02T21:09:55Z,Low-Complexity Particle Swarm Optimization for Time-Critical Applications,"Muhammad Saqib Sohail, Muhammad Omer Bin Saeed, Syed Zeeshan Rizvi, Mobien Shoaib, Asrar Ul Haq Sheikh",http://arxiv.org/pdf/1401.0546v1,No journal ref found,none,cs.NE,Summary10070,1401.0858v1,2014-01-05T01:37:45Z,Multimodal Optimization by Sparkling Squid Populations,Videh Seksaria,http://arxiv.org/pdf/1401.0858v1,No journal ref found,none,cs.NE,Summary10071,1401.0886v1,2014-01-05T11:41:43Z,Spectrum Hole Prediction Based On Historical Data: A Neural Network Approach,"Barau Gafai Najashi, Feng Wenjiang, Mohammed Dikko Almustapha",http://arxiv.org/pdf/1401.0886v1,No journal ref found,none,cs.NE,Summary10072,1401.1124v2,2014-01-06T15:54:16Z,A binary differential evolution algorithm learning from explored solutions,"Yu Chen, Weicheng Xie, Xiufen Zou",http://arxiv.org/pdf/1401.1124v2,No journal ref found,none,cs.NE,Summary10073,1401.1333v1,2014-01-07T10:29:24Z,Time series forecasting using neural networks,"Bogdan Oancea, ŞTefan Cristian Ciucu",http://arxiv.org/pdf/1401.1333v1,No journal ref found,none,cs.NE,Summary10074,1401.1905v1,2014-01-09T07:00:20Z,A Parameterized Complexity Analysis of Bi-level Optimisation with Evolutionary Algorithms,"Dogan Corus, Per Kristian Lehre, Frank Neumann, Mojgan Pourhassan",http://arxiv.org/pdf/1401.1905v1,No journal ref found,none,cs.NE,Summary10075,1401.2468v1,2014-01-10T21:09:36Z,N2Sky - Neural Networks as Services in the Clouds,"Erich Schikuta, Erwin Mann",http://arxiv.org/pdf/1401.2468v1,No journal ref found,none,cs.NE,Summary10076,1401.2651v1,2014-01-12T17:52:57Z,An Overview of Schema Theory,David White,http://arxiv.org/pdf/1401.2651v1,No journal ref found,none,cs.NE,Summary10077,1401.3376v3,2014-01-14T22:35:48Z,Across neighbourhood search for numerical optimization,Guohua Wu,http://arxiv.org/pdf/1401.3376v3,"Guohua Wu , Across neighbourhood search for numerical optimization, Information Sciences (2015), doi: 10.1016/j.ins.2015.09.051",none,cs.NE,Summary10078,1401.4660v2,2014-01-19T12:17:06Z,On the Resilience of an Ant-based System in Fuzzy Environments. An Empirical Study,"Gloria Cerasela Crisan, Camelia-M. Pintea, Petrica C. Pop",http://arxiv.org/pdf/1401.4660v2,No journal ref found,none,cs.NE,Summary10079,1401.4674v1,2014-01-19T14:46:09Z,Evolving Accuracy: A Genetic Algorithm to Improve Election Night Forecasts,"Ronald Hochreiter, Christoph Waldhauser",http://arxiv.org/pdf/1401.4674v1,No journal ref found,none,cs.NE,Summary10080,1401.4696v1,2014-01-19T16:42:57Z,Evolutionary Optimization for Decision Making under Uncertainty,Ronald Hochreiter,http://arxiv.org/pdf/1401.4696v1,Proceedings of MENDEL 2011: 107-113. 2011,none,cs.NE,Summary10081,1401.4714v1,2014-01-19T18:27:41Z,Revolutionary Algorithms,"Ronald Hochreiter, Christoph Waldhauser",http://arxiv.org/pdf/1401.4714v1,Proceedings of BIOMA 2012: 37-48. 2012,none,cs.NE,Summary10082,1401.4848v1,2014-01-20T10:22:41Z,An Evolutionary Approach towards Clustering Airborne Laser Scanning Data,"Ronald Hochreiter, Christoph Waldhauser",http://arxiv.org/pdf/1401.4848v1,Proceedings of MENDEL 2012: 7-12. 2012,none,cs.NE,Summary10083,1401.5246v1,2014-01-21T10:01:27Z,Genetic Algorithms and its use with back-propagation network,"Ayman M. Bahaa-Eldin, A. M. A. Wahdan, H. M. K. Mahdi",http://arxiv.org/pdf/1401.5246v1,"AIN Shams University, Faculty of Engineering Scientific Bulletin, Volume 35, Issue 3, pp 337-348 (2000)",none,cs.NE,Summary10084,1401.5808v1,2014-01-02T10:28:53Z,Reducing the Computational Cost in Multi-objective Evolutionary Algorithms by Filtering Worthless Individuals,"Zahra Pourbahman, Ali Hamzeh",http://arxiv.org/pdf/1401.5808v1,No journal ref found,none,cs.NE,Summary10085,1405.1445v1,2014-05-06T20:18:49Z,Pulling back error to the hidden-node parameter technology: Single-hidden-layer feedforward network without output weight,"Yimin Yang, Q. M. Jonathan Wu, Guangbin Huang, Yaonan Wang",http://arxiv.org/pdf/1405.1445v1,No journal ref found,none,cs.NE,Summary10086,1405.4510v1,2014-05-18T14:25:56Z,A Memetic Algorithm for the Linear Ordering Problem with Cumulative Costs,"Tao Ye, Kan Zhou, Zhipeng Lu, Jin-Kao Hao",http://arxiv.org/pdf/1405.4510v1,No journal ref found,none,cs.NE,Summary10087,1405.4894v1,2014-04-25T12:59:40Z,Optimization of OFDM radar waveforms using genetic algorithms,"Gabriel Lellouch, Amit Kumar Mishra",http://arxiv.org/pdf/1405.4894v1,No journal ref found,none,cs.NE,Summary10088,1405.5050v1,2014-05-20T11:59:45Z,A Genetic Algorithm for solving Quadratic Assignment Problem(QAP),"Hosein Azarbonyad, Reza Babazadeh",http://arxiv.org/pdf/1405.5050v1,"In Proceeding of 5th International Conference of Iranian Operations Research Society (ICIORS), Tabriz, Iran, 2012",none,cs.NE,Summary10089,1405.7349v1,2014-01-09T10:24:00Z,Radial basis function process neural network training based on generalized frechet distance and GA-SA hybrid strategy,"Bing Wang, Yao-hua Meng, Xiao-hong Yu",http://arxiv.org/pdf/1405.7349v1,"Computer Science & Engineering: An International Journal (CSEIJ), Vol. 3, No. 6, December 2013:1-9",none,cs.NE,Summary10090,1405.7777v1,2014-05-30T05:24:22Z,Online and Adaptive Pseudoinverse Solutions for ELM Weights,"André van Schaik, Jonathan Tapson",http://arxiv.org/pdf/1405.7777v1,No journal ref found,none,cs.NE,Summary10091,1405.7780v1,2014-05-30T05:29:39Z,ELM Solutions for Event-Based Systems,"Jonathan Tapson, André van Schaik",http://arxiv.org/pdf/1405.7780v1,No journal ref found,none,cs.NE,Summary10092,1408.0101v1,2014-08-01T08:45:14Z,Memetic Search in Differential Evolution Algorithm,"Sandeep Kumar, Vivek Kumar Sharma, Rajani Kumari",http://arxiv.org/pdf/1408.0101v1,No journal ref found,none,cs.NE,Summary10093,1408.0102v1,2014-08-01T08:49:25Z,Randomized Memetic Artificial Bee Colony Algorithm,"Sandeep Kumar, Vivek Kumar Sharma, Rajani Kumari",http://arxiv.org/pdf/1408.0102v1,No journal ref found,none,cs.NE,Summary10094,1408.0689v2,2014-08-04T14:08:53Z,Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller,"Yue-Jiao Gong, Jun Zhang",http://arxiv.org/pdf/1408.0689v2,No journal ref found,none,cs.NE,Summary10095,1408.0998v1,2014-08-05T15:18:13Z,The Case for a Mixed-Initiative Collaborative Neuroevolution Approach,"Sebastian Risi, Jinhong Zhang, Rasmus Taarnby, Peter Greve, Jan Piskur, Antonios Liapis, Julian Togelius",http://arxiv.org/pdf/1408.0998v1,No journal ref found,none,cs.NE,Summary10096,1408.1297v1,2014-08-06T14:41:04Z,New crossover operators for multiple subset selection tasks,"Arnab Roy, J. David Schaffer, Craig B. Laramee",http://arxiv.org/pdf/1408.1297v1,No journal ref found,none,cs.NE,Summary10097,1408.5350v1,2014-08-22T16:25:43Z,Structural bias in population-based algorithms,"Anna V. Kononova, David W. Corne, Philippe De Wilde, Vsevolod Shneer, Fabio Caraffini",http://arxiv.org/pdf/1408.5350v1,No journal ref found,none,cs.NE,Summary10098,1409.0280v1,2014-09-01T02:12:04Z,Towards a Calculus of Echo State Networks,"Alireza Goudarzi, Darko Stefanovic",http://arxiv.org/pdf/1409.0280v1,No journal ref found,none,cs.NE,Summary10099,1409.0334v1,2014-09-01T08:59:27Z,Storing sequences in binary tournament-based neural networks,"Xiaoran Jiang, Vincent Gripon, Claude Berrou, Michael Rabbat",http://arxiv.org/pdf/1409.0334v1,No journal ref found,none,cs.NE,Summary10100,1409.1143v1,2014-09-03T16:20:43Z,Tunably Rugged Landscapes with Known Maximum and Minimum,"Narine Manukyan, Margaret J. Eppstein, Jeffrey S. Buzas",http://arxiv.org/pdf/1409.1143v1,No journal ref found,none,cs.NE,Summary10101,1409.1715v1,2014-09-05T10:01:41Z,An Experimental Study of Adaptive Control for Evolutionary Algorithms,"Giacomo di Tollo, Frédéric Lardeux, Jorge Maturana, Frédéric Saubion",http://arxiv.org/pdf/1409.1715v1,No journal ref found,none,cs.NE,Summary10102,1409.2329v5,2014-09-08T13:08:00Z,Recurrent Neural Network Regularization,"Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals",http://arxiv.org/pdf/1409.2329v5,No journal ref found,none,cs.NE,Summary10103,1409.2697v1,2014-09-05T19:49:04Z,Particle Swarm Optimized Fuzzy Controller for Indirect Vector Control of Multilevel Inverter Fed Induction Motor,"Sanjaya Kumar Sahu, T. V. Dixit, D. D. Neema",http://arxiv.org/pdf/1409.2697v1,"Volume 11, issue 4, july 2014, IJCSI",none,cs.NE,Summary10104,1409.2710v1,2014-09-09T12:24:22Z,eAnt-Miner : An Ensemble Ant-Miner to Improve the ACO Classification,Gopinath Chennupati,http://arxiv.org/pdf/1409.2710v1,No journal ref found,none,cs.NE,Summary10105,1409.3078v1,2014-09-10T14:15:29Z,An improved genetic algorithm with a local optimization strategy and an extra mutation level for solving traveling salesman problem,"Keivan Borna, Vahid Haji Hashemi",http://arxiv.org/pdf/1409.3078v1,"International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol. 4, No.4, August 2014, 47-53",none,cs.NE,Summary10106,1409.4244v1,2014-09-12T12:07:47Z,An OvS-MultiObjective Algorithm Approach for Lane Reversal Problem,"Enrique Gabriel Baquela, Ana Carolina Olivera",http://arxiv.org/pdf/1409.4244v1,No journal ref found,none,cs.NE,Summary10107,1409.4727v1,2014-09-11T09:03:38Z,Selection of Most Appropriate Backpropagation Training Algorithm in Data Pattern Recognition,"Hindayati Mustafidah, Sri Hartati, Retantyo Wardoyo, Agus Harjoko",http://arxiv.org/pdf/1409.4727v1,No journal ref found,none,cs.NE,Summary10108,1409.6023v1,2014-09-21T18:14:48Z,A High-Level Model of Neocortical Feedback Based on an Event Window Segmentation Algorithm,Jerry R. Van Aken,http://arxiv.org/pdf/1409.6023v1,No journal ref found,none,cs.NE,Summary10109,1409.7478v1,2014-09-26T06:32:52Z,An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization,"Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka",http://arxiv.org/pdf/1409.7478v1,No journal ref found,none,cs.NE,Summary10110,1409.7758v1,2014-09-27T03:34:02Z,Combating Corrupt Messages in Sparse Clustered Associative Memories,"Zhe Yao, Vincent Gripon, Michael Rabbat",http://arxiv.org/pdf/1409.7758v1,No journal ref found,none,cs.NE,Summary10111,1501.00436v1,2015-01-02T16:49:29Z,An Experimental Analysis of the Echo State Network Initialization Using the Particle Swarm Optimization,"Sebastián Basterrech, Enrique Alba, Václav Snášel",http://arxiv.org/pdf/1501.00436v1,No journal ref found,none,cs.NE,Summary10112,1501.02128v1,2015-01-09T13:21:11Z,Introduction and Ranking Results of the ICSI 2014 Competition on Single Objective Optimization,"Ying Tan, Junzhi Li, Zhongyang Zheng",http://arxiv.org/pdf/1501.02128v1,No journal ref found,none,cs.NE,Summary10113,1505.00075v1,2015-05-01T02:56:42Z,A Cooperative Framework for Fireworks Algorithm,"Shaoqiu Zheng, Junzhi Li, Andreas Janecek, Ying Tan",http://arxiv.org/pdf/1505.00075v1,No journal ref found,none,cs.NE,Summary10114,1505.00444v1,2015-05-03T16:11:26Z,Some Theoretical Properties of a Network of Discretely Firing Neurons,Stephen Luttrell,http://arxiv.org/pdf/1505.00444v1,No journal ref found,none,cs.NE,Summary10115,1505.01474v1,2015-05-06T19:40:26Z,Retaining Experience and Growing Solutions,Robyn Ffrancon,http://arxiv.org/pdf/1505.01474v1,No journal ref found,none,cs.NE,Summary10116,1505.01887v1,2015-05-07T22:58:28Z,Optimal Neuron Selection: NK Echo State Networks for Reinforcement Learning,"Darrell Whitley, Renato Tinós, Francisco Chicano",http://arxiv.org/pdf/1505.01887v1,No journal ref found,none,cs.NE,Summary10117,1505.02495v1,2015-05-11T06:23:15Z,An Online Learning Algorithm for Neuromorphic Hardware Implementation,"Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik",http://arxiv.org/pdf/1505.02495v1,No journal ref found,none,cs.NE,Summary10118,1505.03917v1,2015-05-14T23:21:40Z,General Riemannian SOM,Jascha A. Schewtschenko,http://arxiv.org/pdf/1505.03917v1,No journal ref found,none,cs.NE,Summary10119,1505.04211v2,2015-05-15T22:21:39Z,Discontinuous Piecewise Polynomial Neural Networks,John Loverich,http://arxiv.org/pdf/1505.04211v2,No journal ref found,none,cs.NE,Summary10120,1505.04357v1,2015-05-17T05:23:07Z,Evolving Spiking Networks with Variable Resistive Memories,"Gerard David Howard, Larry Bull, Ben de Lacy Costello, Andrew Adamatzky, Ella Gale",http://arxiv.org/pdf/1505.04357v1,"Evolutionary Computation, Spring 2014, Vol. 22, No. 1, Pages 79-103 Posted Online February 7, 2014",none,cs.NE,Summary10121,1505.04618v1,2015-05-18T13:04:40Z,Fractally-organized Connectionist Networks: Conjectures and Preliminary Results,Vincenzo De Florio,http://arxiv.org/pdf/1505.04618v1,No journal ref found,none,cs.NE,Summary10122,1505.06353v1,2015-05-23T17:16:32Z,The evolutionary origins of hierarchy,"Henok Mengistu, Joost Huizinga, Jean-Baptiste Mouret, Jeff Clune",http://arxiv.org/pdf/1505.06353v1,No journal ref found,none,cs.NE,Summary10123,1505.07814v2,2015-05-28T19:30:32Z,A CMOS Spiking Neuron for Brain-Inspired Neural Networks with Resistive Synapses and In-Situ Learning,"Xinyu Wu, Vishal Saxena, Kehan Zhu, Sakkarapani Balagopal",http://arxiv.org/pdf/1505.07814v2,"IEEE Transactions on Circuits and Systems II: Express Briefs, 62(11), 1088-1092, 2015",none,cs.NE,Summary10124,1101.0362v1,2011-01-01T18:26:29Z,An Adaptive Quantum-inspired Differential Evolution Algorithm for 0-1 Knapsack Problem,"Ashish Ranjan Hota, Ankit Pat",http://arxiv.org/pdf/1101.0362v1,No journal ref found,none,cs.NE,Summary10125,1101.0776v1,2011-01-04T17:44:56Z,Multiplicative Drift Analysis,"Benjamin Doerr, Daniel Johannsen, Carola Winzen",http://arxiv.org/pdf/1101.0776v1,"Algorithmica, 2012, Volume 64, Issue 4, pp 673-697",none,cs.NE,Summary10126,1101.4445v1,2011-01-24T05:21:33Z,Spectrum Management for Cognitive Radio based on Genetics Algorithm,"Santosh Kumar Singh, Gajendra Singh, Vibhakar Pathak, Dr. Krishna Chandra Roy",http://arxiv.org/pdf/1101.4445v1,No journal ref found,none,cs.NE,Summary10127,1101.5997v1,2011-01-31T15:47:05Z,New Model for Multi-Objective Evolutionary Algorithms,"Bojin Zheng, Yuanxiang Li",http://arxiv.org/pdf/1101.5997v1,No journal ref found,none,cs.NE,Summary10128,1203.0197v2,2012-03-01T14:25:50Z,Statistical Approach for Selecting Elite Ants,"G. S. Raghavendra, N. Prasanna Kumar",http://arxiv.org/pdf/1203.0197v2,"Ann. Univ. Tibiscus Comp. Sci. Series IX/2 (2011), 69-90",none,cs.NE,Summary10129,1203.3847v1,2012-03-17T09:17:21Z,Handwritten digit Recognition using Support Vector Machine,Anshuman Sharma,http://arxiv.org/pdf/1203.3847v1,No journal ref found,none,cs.NE,Summary10130,1203.4111v1,2012-03-19T14:12:52Z,Reducing the Arity in Unbiased Black-Box Complexity,"Benjamin Doerr, Carola Winzen",http://arxiv.org/pdf/1203.4111v1,No journal ref found,none,cs.NE,Summary10131,1203.4881v1,2012-03-22T04:22:36Z,Computational Complexity Analysis of Multi-Objective Genetic Programming,Frank Neumann,http://arxiv.org/pdf/1203.4881v1,No journal ref found,none,cs.NE,Summary10132,1203.5028v1,2012-03-22T16:09:51Z,Hybridizing PSM and RSM Operator for Solving NP-Complete Problems: Application to Travelling Salesman Problem,"Otman Abdoun, Chakir Tajani, Jaafar Abouchabka",http://arxiv.org/pdf/1203.5028v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 1, 2012, 374-378",none,cs.NE,Summary10133,1203.6286v5,2012-03-28T15:01:53Z,On the Easiest and Hardest Fitness Functions,"Jun He, Tianshi Chen, Xin Yao",http://arxiv.org/pdf/1203.6286v5,"IEEE Transactions on Evolutionary Computation, 19(2):295-305, 2015",none,cs.NE,Summary10134,1207.0369v1,2012-07-02T13:14:14Z,More Effective Crossover Operators for the All-Pairs Shortest Path Problem,"Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Frank Neumann, Madeleine Theile",http://arxiv.org/pdf/1207.0369v1,No journal ref found,none,cs.NE,Summary10135,1207.0702v1,2012-07-03T14:44:27Z,Meme as Building Block for Evolutionary Optimization of Problem Instances,"Liang Feng, Yew Soon Ong, Ah Hwee Tan, Ivor Wai-Hung Tsang",http://arxiv.org/pdf/1207.0702v1,No journal ref found,none,cs.NE,Summary10136,1207.2630v1,2012-07-11T13:18:55Z,Nugget Discovery with a Multi-objective Cultural Algorithm,"Sujatha Srinivasan, Sivakumar Ramakrishnan",http://arxiv.org/pdf/1207.2630v1,"Sujatha Srinivasan & Sivakumar Ramakrishnan, NUGGET DISCOVERY WITH A MULTI-OBJECTIVE CULTURAL ALGORITHM , Computer Science & Engineering: An International Journal (CSEIJ), Vol.2, No.3, June 2012",none,cs.NE,Summary10137,1207.3368v1,2012-07-13T21:28:17Z,Learning the Pseudoinverse Solution to Network Weights,"Jonathan Tapson, Andre van Schaik",http://arxiv.org/pdf/1207.3368v1,No journal ref found,none,cs.NE,Summary10138,1207.4318v1,2012-07-18T09:44:22Z,Empirical review of standard benchmark functions using evolutionary global optimization,"Johannes M. Dieterich, Bernd Hartke",http://arxiv.org/pdf/1207.4318v1,No journal ref found,none,cs.NE,Summary10139,1207.4626v1,2012-07-19T12:05:15Z,The Road to VEGAS: Guiding the Search over Neutral Networks,"Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel",http://arxiv.org/pdf/1207.4626v1,No journal ref found,none,cs.NE,Summary10140,1207.6682v1,2012-07-28T03:11:41Z,Exploring Promising Stepping Stones by Combining Novelty Search with Interactive Evolution,"Brian G. Woolley, Kenneth O. Stanley",http://arxiv.org/pdf/1207.6682v1,No journal ref found,none,cs.NE,Summary10141,1210.0118v1,2012-09-29T15:38:53Z,Self-Delimiting Neural Networks,Juergen Schmidhuber,http://arxiv.org/pdf/1210.0118v1,No journal ref found,none,cs.NE,Summary10142,1210.3210v2,2012-10-11T12:40:36Z,Fitness Landscape-Based Characterisation of Nature-Inspired Algorithms,"Matthew Crossley, Andy Nisbet, Martyn Amos",http://arxiv.org/pdf/1210.3210v2,No journal ref found,none,cs.NE,Summary10143,1210.3569v2,2012-10-12T16:41:58Z,Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics,"Sohrob Kazerounian, Matthew Luciw, Mathis Richter, Yulia Sandamirskaya",http://arxiv.org/pdf/1210.3569v2,No journal ref found,none,cs.NE,Summary10144,1210.4502v1,2012-10-10T11:08:40Z,Comparing several heuristics for a packing problem,"Camelia-M. Pintea, Cristian Pascan, Mara Hajdu-Macelaru",http://arxiv.org/pdf/1210.4502v1,Int J Advanced Intelligence Paradigms 4(3/4) (2012) 268-277,none,cs.NE,Summary10145,1303.0323v1,2013-03-02T00:05:26Z,Clubs-based Particle Swarm Optimization,"Wesam Elshamy, Hassan M Emara, Ahmed Bahgat",http://arxiv.org/pdf/1303.0323v1,No journal ref found,none,cs.NE,Summary10146,1303.0462v1,2013-03-03T05:38:41Z,Distributed Evolutionary Computation: A New Technique for Solving Large Number of Equations,"Moslema Jahan, M. M. A. Hashem, Gazi Abdullah Shahriar",http://arxiv.org/pdf/1303.0462v1,"International Journal of Parallel and Distributed Systems (IJPDS), Vol. 2, No.6, pp.31-49,(2011)",none,cs.NE,Summary10147,1303.1051v1,2013-03-05T14:45:30Z,A Genetic algorithm to solve the container storage space allocation problem,"I. Ayachi, R. Kammarti, M. Ksouri, P. Borne, :, LAGIS, Ecole Centrale de Lille, :, LACS, Ecole Nationale des Ingenieurs de Tunis",http://arxiv.org/pdf/1303.1051v1,No journal ref found,none,cs.NE,Summary10148,1303.1243v1,2013-03-06T02:55:20Z,A Generalized Hybrid Real-Coded Quantum Evolutionary Algorithm Based on Particle Swarm Theory with Arithmetic Crossover,"Md. Amjad Hossain, Md. Kawser Hossain, M. M. A. Hashem",http://arxiv.org/pdf/1303.1243v1,"International Journal of Computers Science and Information Technology (IJCSIT), Vol. 2, No. 4, pp.172-187, (2010)",none,cs.NE,Summary10149,1303.1913v1,2013-03-08T08:53:15Z,Design and Development of Artificial Neural Networking (ANN) system using sigmoid activation function to predict annual rice production in Tamilnadu,"S. Arun Balaji, K. Baskaran",http://arxiv.org/pdf/1303.1913v1,"IJCSEIT, Vol.3, No.1, February 2013",none,cs.NE,Summary10150,1303.2215v1,2013-03-09T14:41:24Z,Expensive Optimisation: A Metaheuristics Perspective,Maumita Bhattacharya,http://arxiv.org/pdf/1303.2215v1,"(IJACSA) International Journal of Advanced Computer Science and Applications,ISSN-2156-5570(Online, Vol. 4, No. 2, 2013, pp. 203-209",none,cs.NE,Summary10151,1303.2745v1,2013-03-12T01:39:11Z,Evolutionary Approaches to Expensive Optimisation,Maumita Bhattacharya,http://arxiv.org/pdf/1303.2745v1,"(IJARAI) International Journal of Advanced Research in Artificial Intelligence,Vol. 2, No. 3, 2013, pp. 53-59",none,cs.NE,Summary10152,1303.3145v2,2013-03-13T12:51:31Z,Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance,"Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Baeck, Xin Yao",http://arxiv.org/pdf/1303.3145v2,No journal ref found,none,cs.NE,Summary10153,1303.3469v1,2013-03-14T14:59:32Z,Hybrid Evolutionary Computation for Continuous Optimization,"Hassan A. Bashir, Richard S. Neville",http://arxiv.org/pdf/1303.3469v1,No journal ref found,none,cs.NE,Summary10154,1303.3901v2,2013-03-15T20:30:57Z,Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization,"Ankur Sinha, Pekka Malo, Kalyanmoy Deb",http://arxiv.org/pdf/1303.3901v2,No journal ref found,none,cs.NE,Summary10155,1303.6310v3,2013-03-25T20:53:09Z,A hybrid bat algorithm,"Iztok Fister Jr., Dušan Fister, Xin-She Yang",http://arxiv.org/pdf/1303.6310v3,No journal ref found,none,cs.NE,Summary10156,1305.0763v2,2013-05-03T16:15:20Z,Quantifying the Impact of Parameter Tuning on Nature-Inspired Algorithms,"Matthew Crossley, Andy Nisbet, Martyn Amos",http://arxiv.org/pdf/1305.0763v2,No journal ref found,none,cs.NE,Summary10157,1305.2490v2,2013-05-11T09:57:15Z,Combining Drift Analysis and Generalized Schema Theory to Design Efficient Hybrid and/or Mixed Strategy EAs,"Boris Mitavskiy, Jun He",http://arxiv.org/pdf/1305.2490v2,No journal ref found,none,cs.NE,Summary10158,1305.2504v1,2013-05-11T13:43:12Z,"Geiringer Theorems: From Population Genetics to Computational Intelligence, Memory Evolutive Systems and Hebbian Learning","Boris Mitavskiy, Elio Tuci, Chris Cannings, Chris Cannings, Jonathan Rowe, Jun He",http://arxiv.org/pdf/1305.2504v1,"Natural Computing, Volume 12, Issue 4 , pp 473-484, 2013",none,cs.NE,Summary10159,1305.2830v1,2013-05-10T08:14:03Z,Performance Enhancement of Distributed Quasi Steady-State Genetic Algorithm,"Rahila Patel, Urmila Shrawankar, MM. Raghuwanshi, Anil N. Jaiswal",http://arxiv.org/pdf/1305.2830v1,No journal ref found,none,cs.NE,Summary10160,1305.4947v1,2013-05-21T20:13:53Z,Improving NSGA-II with an Adaptive Mutation Operator,"Arthur Carvalho, Aluizio F. R. Araujo",http://arxiv.org/pdf/1305.4947v1,No journal ref found,none,cs.NE,Summary10161,1305.7056v1,2013-05-30T10:28:06Z,Dienstplanerstellung in Krankenhaeusern mittels genetischer Algorithmen,Uwe Aickelin,http://arxiv.org/pdf/1305.7056v1,No journal ref found,none,cs.NE,Summary10162,1305.7434v1,2013-05-31T14:55:45Z,Motif Detection Inspired by Immune Memory (JORS),"William Wilson, Phil Birkin, Uwe Aickelin",http://arxiv.org/pdf/1305.7434v1,No journal ref found,none,cs.NE,Summary10163,1306.0090v1,2013-06-01T09:44:01Z,Harmony search algorithm for the container storage problem,"I. Ayachi, R. Kammarti, M. Ksouri, P. Borne, Lagis Ecole Centrale de Lille, Lacs Ecole Nationale des Ingenieurs de Tunis",http://arxiv.org/pdf/1306.0090v1,No journal ref found,none,cs.NE,Summary10164,1306.0442v1,2013-06-03T14:47:11Z,Evolutionary Approach for the Containers Bin-Packing Problem,"R. Kammarti, I. Ayachi, M. Ksouri, P. Borne",http://arxiv.org/pdf/1306.0442v1,"Studies in Informatics and Control, Vol. 18, No. 4/2009, pages 315-324",none,cs.NE,Summary10165,1306.0897v1,2013-06-04T18:42:57Z,Urban ozone concentration forecasting with artificial neural network in Corsica,"Wani W. Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet, Aurélia Balu",http://arxiv.org/pdf/1306.0897v1,No journal ref found,none,cs.NE,Summary10166,1306.2257v1,2013-06-10T17:43:28Z,Using the quaternions representation of individuals in swarm intelligence and evolutionary computation,"Iztok Fister, Iztok Fister Jr",http://arxiv.org/pdf/1306.2257v1,No journal ref found,none,cs.NE,Summary10167,1306.3018v1,2013-06-13T04:07:52Z,Second Order Swarm Intelligence,"Vitorino Ramos, David M. S. Rodrigues, Jorge Louçã",http://arxiv.org/pdf/1306.3018v1,No journal ref found,none,cs.NE,Summary10168,1306.4621v1,2013-06-19T17:26:26Z,English Character Recognition using Artificial Neural Network,"Tirtharaj Dash, Tanistha Nayak",http://arxiv.org/pdf/1306.4621v1,No journal ref found,none,cs.NE,Summary10169,1306.4622v1,2013-06-19T17:31:47Z,Solution to Quadratic Equation Using Genetic Algorithm,"Tanistha Nayak, Tirtharaj Dash",http://arxiv.org/pdf/1306.4622v1,No journal ref found,none,cs.NE,Summary10170,1306.5702v1,2013-06-24T18:34:28Z,Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning,"Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis",http://arxiv.org/pdf/1306.5702v1,No journal ref found,none,cs.NE,Summary10171,1308.1940v1,2013-08-08T19:18:05Z,Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method,"Cyril Voyant, Wani W. Tamas, Christophe Paoli, Aurélia Balu, Marc Muselli, Marie Laure Nivet, Gilles Notton",http://arxiv.org/pdf/1308.1940v1,"International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Czech Republic (2013)",none,cs.NE,Summary10172,1308.2375v1,2013-08-11T08:17:35Z,A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module,"Francesco Bonanno, Giacomo Capizzi, Christian Napoli, Giorgio Graditi, Giuseppe Marco Tina",http://arxiv.org/pdf/1308.2375v1,"F. Bonanno, G. Capizzi, G. Graditi, C. Napoli, G.M. Tina, Applied Energy, Vol. 97, pp. 956-961 (2012)",none,cs.NE,Summary10173,1308.3080v4,2013-08-14T10:21:35Z,Average Drift Analysis and Population Scalability,"Jun He, Xin Yao",http://arxiv.org/pdf/1308.3080v4,No journal ref found,none,cs.NE,Summary10174,1308.3524v1,2013-08-15T23:42:02Z,Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting,"Giacomo Capizzi, Christian Napoli, Francesco Bonanno",http://arxiv.org/pdf/1308.3524v1,"IEEE Trans. Neural Networks and Learning Systems, vol. 23, N. 11, pp. 1805-1815, 2012",none,cs.NE,Summary10175,1308.4506v1,2013-08-21T08:19:14Z,A study of retrieval algorithms of sparse messages in networks of neural cliques,"Ala Aboudib, Vincent Gripon, Xiaoran Jiang",http://arxiv.org/pdf/1308.4506v1,No journal ref found,none,cs.NE,Summary10176,1308.4675v1,2013-08-16T04:36:03Z,Genetic Algorithm for Solving Simple Mathematical Equality Problem,Denny Hermawanto,http://arxiv.org/pdf/1308.4675v1,No journal ref found,none,cs.NE,Summary10177,1308.5033v1,2013-08-23T03:11:54Z,A hybrid evolutionary algorithm with importance sampling for multi-dimensional optimization,"Guanghui Huang, Zhifeng Pan",http://arxiv.org/pdf/1308.5033v1,No journal ref found,none,cs.NE,Summary10178,1308.5269v2,2013-08-24T00:57:26Z,A comparative analysis of methods for estimating axon diameter using DWI,Hamed Yousefi Mesri,http://arxiv.org/pdf/1308.5269v2,No journal ref found,none,cs.NE,Summary10179,1402.0708v1,2014-02-04T12:25:31Z,Microstrip Coupler Design Using Bat Algorithm,"Ezgi Deniz Ulker, Sadik Ulker",http://arxiv.org/pdf/1402.0708v1,"International Journal of Artificial Intelligence & Applications (IJAIA), vol. 5, no. 1, January 2014, pp. 127-133",none,cs.NE,Summary10180,1402.0808v1,2014-02-03T16:23:33Z,Associative Memories Based on Multiple-Valued Sparse Clustered Networks,"Hooman Jarollahi, Naoya Onizawa, Takahiro Hanyu, Warren J. Gross",http://arxiv.org/pdf/1402.0808v1,No journal ref found,none,cs.NE,Summary10181,1402.1931v1,2014-02-09T09:55:13Z,MCA Learning Algorithm for Incident Signals Estimation: A Review,"Rashid Ahmed, John A. Avaritsiotis",http://arxiv.org/pdf/1402.1931v1,No journal ref found,none,cs.NE,Summary10182,1402.5428v1,2014-02-21T21:18:58Z,An Evolutionary approach for solving Shrödinger Equation,"Khalid jebari, Mohammed Madiafi, Abdelaziz Elmoujahid",http://arxiv.org/pdf/1402.5428v1,No journal ref found,none,cs.NE,Summary10183,1402.6428v1,2014-02-26T06:08:27Z,Clustering Multidimensional Data with PSO based Algorithm,"Jayshree Ghorpade-Aher, Vishakha A. Metre",http://arxiv.org/pdf/1402.6428v1,No journal ref found,none,cs.NE,Summary10184,1402.6888v1,2014-02-27T12:35:27Z,CriPS: Critical Dynamics in Particle Swarm Optimization,"Adam Erskine, J Michael Herrmann",http://arxiv.org/pdf/1402.6888v1,No journal ref found,none,cs.NE,Summary10185,1403.1073v1,2014-03-05T11:05:16Z,Artificial Neuron Modelling Based on Wave Shape,Kieran Greer,http://arxiv.org/pdf/1403.1073v1,"BRAIN. Broad Research in Artificial Intelligence and Neuroscience, Volume 4, Issues 1-4, October 2013, pp. 20 - 25, ISSN 2067-3957 (online), ISSN 2068 - 0473 (print)",none,cs.NE,Summary10186,1403.1727v1,2014-03-07T11:49:23Z,On the Sequence of State Configurations in the Garden of Eden,"Yukihiro Kamada, Kiyonori Miyasaki",http://arxiv.org/pdf/1403.1727v1,No journal ref found,none,cs.NE,Summary10187,1403.2842v1,2014-03-12T08:37:03Z,Application of Particle Swarm Optimization to Microwave Tapered Microstrip Lines,"Ezgi Deniz Ulker, Sadik Ulker",http://arxiv.org/pdf/1403.2842v1,"Computer Science & Engineering: An International Journal (CSEIJ), Vol. 4, No. 1, February 2014",none,cs.NE,Summary10188,1403.3115v1,2014-03-12T21:19:26Z,Memory Capacity of Neural Networks using a Circulant Weight Matrix,Vamsi Sashank Kotagiri,http://arxiv.org/pdf/1403.3115v1,No journal ref found,none,cs.NE,Summary10189,1403.3305v1,2014-03-13T15:46:27Z,Noise Facilitation in Associative Memories of Exponential Capacity,"Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi, Lav R. Varshney",http://arxiv.org/pdf/1403.3305v1,No journal ref found,none,cs.NE,Summary10190,1403.3369v2,2014-03-13T18:58:37Z,Controlling Recurrent Neural Networks by Conceptors,Herbert Jaeger,http://arxiv.org/pdf/1403.3369v2,No journal ref found,none,cs.NE,Summary10191,1403.5345v1,2014-03-21T02:32:20Z,A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction,"Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng",http://arxiv.org/pdf/1403.5345v1,No journal ref found,none,cs.NE,Summary10192,1403.7178v1,2014-03-27T19:16:50Z,Offshore Wind Farm Layout Optimization Using Adapted Genetic Algorithm: A different perspective,"Feng Liu, Zhifang Wang",http://arxiv.org/pdf/1403.7178v1,No journal ref found,none,cs.NE,Summary10193,1403.7806v2,2014-03-30T19:59:44Z,Unbiased Black-Box Complexities of Jump Functions,"Benjamin Doerr, Carola Doerr, Timo Kötzing",http://arxiv.org/pdf/1403.7806v2,No journal ref found,none,cs.NE,Summary10194,1404.0554v1,2014-04-02T13:46:23Z,"From ADP to the Brain: Foundations, Roadmap, Challenges and Research Priorities",Paul J Werbos,http://arxiv.org/pdf/1404.0554v1,No journal ref found,none,cs.NE,Summary10195,1404.0868v1,2014-04-03T11:46:42Z,A Novel Genetic Algorithm using Helper Objectives for the 0-1 Knapsack Problem,"Jun He, Feidun He, Hongbin Dong",http://arxiv.org/pdf/1404.0868v1,No journal ref found,none,cs.NE,Summary10196,1404.3520v1,2014-04-14T10:00:48Z,A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem,"Jun He, Boris Mitavskiy, Yuren Zhou",http://arxiv.org/pdf/1404.3520v1,No journal ref found,none,cs.NE,Summary10197,1404.4067v1,2014-04-15T20:21:31Z,An effective AHP-based metaheuristic approach to solve supplier selection problem,"Tamal Ghosh, Tanmoy Chakraborty, Pranab K Dan",http://arxiv.org/pdf/1404.4067v1,"International Journal of Procurement Management, Vol. 5, No. 2, 2012",none,cs.NE,Summary10198,1404.5144v1,2014-04-21T09:00:19Z,Influence of the learning method in the performance of feedforward neural networks when the activity of neurons is modified,"M. Konomi, G. M. Sacha",http://arxiv.org/pdf/1404.5144v1,No journal ref found,none,cs.NE,Summary10199,1404.5520v1,2014-04-21T06:10:51Z,A Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization,Ilya Loshchilov,http://arxiv.org/pdf/1404.5520v1,No journal ref found,none,cs.NE,Summary10200,1404.5767v1,2014-04-23T09:53:47Z,Codynamic Fitness Landscapes of Coevolutionary Minimal Substrates,Hendrik Richter,http://arxiv.org/pdf/1404.5767v1,"In: Proc. IEEE Congress on Evolutionary Computation, IEEE CEC 2014, (Ed.: C. A. Coello, Coello), IEEE Press, Piscataway, NJ, 2014, 2692-2699",none,cs.NE,Summary10201,1404.6334v5,2014-04-25T06:36:28Z,Input anticipating critical reservoirs show power law forgetting of unexpected input events,Norbert Michael Mayer,http://arxiv.org/pdf/1404.6334v5,"Neural Computation May 2015, Vol. 27, No. 5: 1102-1119",none,cs.NE,Summary10202,1404.7765v2,2014-04-30T15:45:01Z,A semantic network-based evolutionary algorithm for computational creativity,"Atilim Gunes Baydin, Ramon Lopez de Mantaras, Santiago Ontanon",http://arxiv.org/pdf/1404.7765v2,"Evolutionary Intelligence, 8(1):3-21 (2015)",none,cs.NE,Summary10203,1406.1691v1,2014-06-06T14:00:46Z,Towards a Better Understanding of the Local Attractor in Particle Swarm Optimization: Speed and Solution Quality,"Vanessa Lange, Manuel Schmitt, Rolf Wanka",http://arxiv.org/pdf/1406.1691v1,No journal ref found,none,cs.NE,Summary10204,1406.2539v1,2014-06-10T13:22:13Z,Maximizing Diversity for Multimodal Optimization,Fabricio Olivetti de Franca,http://arxiv.org/pdf/1406.2539v1,No journal ref found,none,cs.NE,Summary10205,1406.2613v1,2014-06-07T20:13:58Z,Simulation based Hardness Evaluation of a Multi-Objective Genetic Algorithm,"Shahab U. Ansari, Sameen Mansha",http://arxiv.org/pdf/1406.2613v1,No journal ref found,none,cs.NE,Summary10206,1406.2614v4,2014-06-07T20:20:11Z,Application and Verification of Algorithm Learning Based Neural Network,"Rizwana Kalsoom, Moomal Qureshi",http://arxiv.org/pdf/1406.2614v4,No journal ref found,none,cs.NE,Summary10207,1406.2671v1,2014-06-10T19:21:33Z,Conceptors: an easy introduction,Herbert Jaeger,http://arxiv.org/pdf/1406.2671v1,No journal ref found,none,cs.NE,Summary10208,1406.2889v1,2014-06-11T12:39:10Z,Explicit Computation of Input Weights in Extreme Learning Machines,"Jonathan Tapson, Philip de Chazal, André van Schaik",http://arxiv.org/pdf/1406.2889v1,No journal ref found,none,cs.NE,Summary10209,1406.3282v1,2014-06-12T16:29:14Z,A swarm optimization algorithm inspired in the behavior of the social-spider,"Erik Cuevas, Miguel Cienfuegos, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1406.3282v1,"Expert Systems with Applications, 40 (16), (2013), pp. 6374-6384",none,cs.NE,Summary10210,1406.4237v1,2014-06-17T04:52:23Z,An Evolutionary Approach for Optimal Citing and Sizing of Micro-Grid in Radial Distribution Systems,"Eswari. J, Dr. S. Jeyadevi",http://arxiv.org/pdf/1406.4237v1,"J.Eswari , Dr.S.Jeyadevi. ""An Evolutionary Approach for Optimal Citing and Sizing of Micro-Grid in Radial Distribution Systems"", International Journal of Engineering Trends and Technology (IJETT), V11(9),429-433 May 2014",none,cs.NE,Summary10211,1406.4518v1,2014-06-15T15:20:17Z,A Heuristic Method to Generate Better Initial Population for Evolutionary Methods,"Erfan Khaji, Amin Satlikh Mohammadi",http://arxiv.org/pdf/1406.4518v1,No journal ref found,none,cs.NE,Summary10212,1406.5633v1,2014-06-21T17:03:11Z,Thermodynamic-RAM Technology Stack,"M. Alexander Nugent, Timothy W. Molter",http://arxiv.org/pdf/1406.5633v1,No journal ref found,none,cs.NE,Summary10213,1406.7811v1,2014-06-30T16:48:05Z,An optimization algorithm for multimodal functions inspired by collective animal behavior,"Erik Cuevas, Mauricio Gonzalez",http://arxiv.org/pdf/1406.7811v1,"Soft Computing 17 (3) , (2013), pp. 489-502",none,cs.NE,Summary10214,1407.0007v1,2014-06-30T02:18:17Z,Information Transfer in Swarms with Leaders,"Yu Sun, Louis F. Rossi, Chien-Chung Shen, Jennifer Miller, X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko, Upul Senanayake",http://arxiv.org/pdf/1407.0007v1,No journal ref found,none,cs.NE,Summary10215,1407.0008v1,2014-06-30T02:38:10Z,Navigating Robot Swarms Using Collective Intelligence Learned from Golden Shiner Fish,Grace Gao,http://arxiv.org/pdf/1407.0008v1,No journal ref found,none,cs.NE,Summary10216,1407.0014v1,2014-06-30T13:40:02Z,Dispersion and Line Formation in Artificial Swarm Intelligence,"Donghwa Jeong, Kiju Lee",http://arxiv.org/pdf/1407.0014v1,No journal ref found,none,cs.NE,Summary10217,1407.0061v1,2014-06-30T21:23:11Z,Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC),"Erik Cuevas, Daniel Zaldivar, Marco Perez, Humberto Sossa, Valentin Osuna",http://arxiv.org/pdf/1407.0061v1,"Applied Soft Computing Journal 13 (6), (2013), pp. 3047-3059",none,cs.NE,Summary10218,1407.0265v1,2014-07-01T14:50:36Z,Supervised learning in Spiking Neural Networks with Limited Precision: SNN/LP,"Evangelos Stromatias, John Marsland",http://arxiv.org/pdf/1407.0265v1,No journal ref found,none,cs.NE,Summary10219,1407.3000v1,2014-07-11T01:11:32Z,A Proposed Infrastructure for Adding Online Interaction to Any Evolutionary Domain,"Paul Szerlip, Kenneth O. Stanley",http://arxiv.org/pdf/1407.3000v1,No journal ref found,none,cs.NE,Summary10220,1407.3077v1,2014-07-11T09:18:20Z,Charge Scheduling of an Energy Storage System under Time-of-use Pricing and a Demand Charge,"Yourim Yoon, Yong-Hyuk Kim",http://arxiv.org/pdf/1407.3077v1,No journal ref found,none,cs.NE,Summary10221,1407.4000v2,2014-07-15T14:05:24Z,Uncertainty And Evolutionary Optimization: A Novel Approach,"Maumita Bhattacharya, R. Islam, A. Mahmood",http://arxiv.org/pdf/1407.4000v2,No journal ref found,none,cs.NE,Summary10222,1407.5739v1,2014-07-22T05:48:08Z,Global optimization using Lévy flights,"Truyen Tran, Trung Thanh Nguyen, Hoang Linh Nguyen",http://arxiv.org/pdf/1407.5739v1,No journal ref found,none,cs.NE,Summary10223,1407.5753v1,2014-07-22T06:40:09Z,Improved Onlooker Bee Phase in Artificial Bee Colony Algorithm,"Sandeep Kumar, Vivek Kumar Sharma, Rajani Kumari",http://arxiv.org/pdf/1407.5753v1,No journal ref found,none,cs.NE,Summary10224,1407.5949v2,2014-07-22T17:25:50Z,Deep Recurrent Neural Networks for Time Series Prediction,"Sharat C. Prasad, Piyush Prasad",http://arxiv.org/pdf/1407.5949v2,No journal ref found,none,cs.NE,Summary10225,1407.6637v1,2014-07-24T16:14:55Z,Trainable and Dynamic Computing: Error Backpropagation through Physical Media,"Michiel Hermans, Michaël Burm, Joni Dambre, Peter Bienstman",http://arxiv.org/pdf/1407.6637v1,No journal ref found,none,cs.NE,Summary10226,1407.7399v1,2014-07-28T12:58:41Z,A Numerical Optimization Algorithm Inspired by the Strawberry Plant,F. Merrikh-Bayat,http://arxiv.org/pdf/1407.7399v1,No journal ref found,none,cs.NE,Summary10227,1407.7737v1,2014-07-29T14:26:57Z,A CUDA-Based Real Parameter Optimization Benchmark,"Ke Ding, Ying Tan",http://arxiv.org/pdf/1407.7737v1,No journal ref found,none,cs.NE,Summary10228,1410.0162v1,2014-10-01T09:36:19Z,Reservoir Computing using Cellular Automata,Ozgur Yilmaz,http://arxiv.org/pdf/1410.0162v1,No journal ref found,none,cs.NE,Summary10229,1410.4343v2,2014-10-16T09:17:51Z,Enhanced Multiobjective Evolutionary Algorithm based on Decomposition for Solving the Unit Commitment Problem,"Anupam Trivedi, Kunal Pal, Chiranjib Saha, Dipti Srinivasan",http://arxiv.org/pdf/1410.4343v2,No journal ref found,none,cs.NE,Summary10230,1410.4985v2,2014-10-18T18:16:26Z,Evolvability signatures of generative encodings: beyond standard performance benchmarks,"Danesh Tarapore, Jean-Baptiste Mouret",http://arxiv.org/pdf/1410.4985v2,No journal ref found,none,cs.NE,Summary10231,1410.5401v2,2014-10-20T19:28:26Z,Neural Turing Machines,"Alex Graves, Greg Wayne, Ivo Danihelka",http://arxiv.org/pdf/1410.5401v2,No journal ref found,none,cs.NE,Summary10232,1410.5652v1,2014-10-21T13:40:23Z,Improvement of PSO algorithm by memory based gradient search - application in inventory management,"Tamás Varga, András Király, János Abonyi",http://arxiv.org/pdf/1410.5652v1,"Swarm Intelligence and Bio-Inspired Computation: Theory and Applications, 1st Edition, pages 403-422. Elsevier, Oxford, 2013",none,cs.NE,Summary10233,1410.7326v3,2014-10-27T17:46:28Z,Neuroevolution in Games: State of the Art and Open Challenges,"Sebastian Risi, Julian Togelius",http://arxiv.org/pdf/1410.7326v3,No journal ref found,none,cs.NE,Summary10234,1411.0217v1,2014-11-02T07:47:26Z,Cuckoo Search Inspired Hybridization of the Nelder-Mead Simplex Algorithm Applied to Optimization of Photovoltaic Cells,"Raka Jovanovic, Sabre Kais, Fahhad H. Alharbi",http://arxiv.org/pdf/1411.0217v1,No journal ref found,none,cs.NE,Summary10235,1411.2897v1,2014-11-11T17:42:26Z,"Accelerating the ANT Colony Optimization By Smart ANTs, Using Genetic Operator",Hassan Ismkhan,http://arxiv.org/pdf/1411.2897v1,No journal ref found,none,cs.NE,Summary10236,1411.3277v1,2014-11-12T18:56:45Z,Using Ants as a Genetic Crossover Operator in GLS to Solve STSP,Hassan Ismkhan,http://arxiv.org/pdf/1411.3277v1,No journal ref found,none,cs.NE,Summary10237,1411.4148v1,2014-11-15T14:19:22Z,Diversity Handling In Evolutionary Landscape,Maumita Bhattacharya,http://arxiv.org/pdf/1411.4148v1,No journal ref found,none,cs.NE,Summary10238,1411.4297v1,2014-11-05T15:58:47Z,Application of Multi-core Parallel Programming to a Combination of Ant Colony Optimization and Genetic Algorithm,Rishita Kalyani,http://arxiv.org/pdf/1411.4297v1,No journal ref found,none,cs.NE,Summary10239,1411.5053v1,2014-11-18T22:13:48Z,Model of Interaction between Learning and Evolution,Vladimir G. Redko,http://arxiv.org/pdf/1411.5053v1,No journal ref found,none,cs.NE,Summary10240,1411.6757v9,2014-11-25T08:09:43Z,Echo State Condition at the Critical Point,Norbert Michael Mayer,http://arxiv.org/pdf/1411.6757v9,"Entropy 2017, 19(1), 3",none,cs.NE,Summary10241,1411.7542v1,2014-11-27T10:49:19Z,Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization,"Malte Probst, Franz Rothlauf, Jörn Grahl",http://arxiv.org/pdf/1411.7542v1,No journal ref found,none,cs.NE,Summary10242,1412.0307v1,2014-11-30T23:37:11Z,Seeding the Initial Population of Multi-Objective Evolutionary Algorithms: A Computational Study,"Tobias Friedrich, Markus Wagner",http://arxiv.org/pdf/1412.0307v1,No journal ref found,none,cs.NE,Summary10243,1412.4210v2,2014-12-13T09:30:57Z,Learning Precise Spike Train to Spike Train Transformations in Multilayer Feedforward Neuronal Networks,Arunava Banerjee,http://arxiv.org/pdf/1412.4210v2,No journal ref found,none,cs.NE,Summary10244,1412.4967v1,2014-12-16T12:04:35Z,"Sparse, guided feature connections in an Abstract Deep Network","Anthony Knittel, Alan Blair",http://arxiv.org/pdf/1412.4967v1,No journal ref found,none,cs.NE,Summary10245,1412.5067v1,2014-12-16T16:29:34Z,Analysis of Optimal Recombination in Genetic Algorithm for a Scheduling Problem with Setups,"A. V. Eremeev, Ju. V. Kovalenko",http://arxiv.org/pdf/1412.5067v1,No journal ref found,none,cs.NE,Summary10246,1412.6144v1,2014-12-14T23:12:05Z,The Computational Theory of Intelligence: Applications to Genetic Programming and Turing Machines,Daniel Kovach,http://arxiv.org/pdf/1412.6144v1,No journal ref found,none,cs.NE,Summary10247,1412.6567v4,2014-12-20T00:58:18Z,Classifier with Hierarchical Topographical Maps as Internal Representation,"Thomas Trappenberg, Paul Hollensen, Pitoyo Hartono",http://arxiv.org/pdf/1412.6567v4,No journal ref found,none,cs.NE,Summary10248,1412.7774v1,2014-12-25T01:11:11Z,Improved Parameter Identification Method Based on Moving Rate,"Chol Man Ho, Son Il Gwak, Song Ho Pak, Jong Won Ha",http://arxiv.org/pdf/1412.7774v1,No journal ref found,none,cs.NE,Summary10249,1502.00193v1,2015-02-01T04:39:30Z,Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization,"James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li",http://arxiv.org/pdf/1502.00193v1,No journal ref found,none,cs.NE,Summary10250,1502.00194v1,2015-02-01T04:45:43Z,Real-Coded Chemical Reaction Optimization with Different Perturbation Functions,"James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li",http://arxiv.org/pdf/1502.00194v1,No journal ref found,none,cs.NE,Summary10251,1502.00195v1,2015-02-01T04:48:18Z,Sensor Deployment for Air Pollution Monitoring Using Public Transportation System,"James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam",http://arxiv.org/pdf/1502.00195v1,No journal ref found,none,cs.NE,Summary10252,1502.00196v1,2015-02-01T04:51:13Z,Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization,"James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam",http://arxiv.org/pdf/1502.00196v1,No journal ref found,none,cs.NE,Summary10253,1502.00197v1,2015-02-01T04:53:48Z,An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization,"James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam",http://arxiv.org/pdf/1502.00197v1,No journal ref found,none,cs.NE,Summary10254,1502.00199v1,2015-02-01T04:56:13Z,Chemical Reaction Optimization for the Set Covering Problem,"James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li",http://arxiv.org/pdf/1502.00199v1,No journal ref found,none,cs.NE,Summary10255,1502.00718v2,2015-02-03T03:04:33Z,Product Reservoir Computing: Time-Series Computation with Multiplicative Neurons,"Alireza Goudarzi, Alireza Shabani, Darko Stefanovic",http://arxiv.org/pdf/1502.00718v2,No journal ref found,none,cs.NE,Summary10256,1502.02407v1,2015-02-09T09:46:40Z,A Social Spider Algorithm for Global Optimization,"James J. Q. Yu, Victor O. K. Li",http://arxiv.org/pdf/1502.02407v1,No journal ref found,none,cs.NE,Summary10257,1502.02444v1,2015-02-09T11:45:02Z,On the Dynamics of a Recurrent Hopfield Network,"Rama Garimella, Berkay Kicanaoglu, Moncef Gabbouj",http://arxiv.org/pdf/1502.02444v1,No journal ref found,none,cs.NE,Summary10258,1502.02793v1,2015-02-10T06:26:15Z,The Benefit of Sex in Noisy Evolutionary Search,"Tobias Friedrich, Timo Kötzing, Martin Krejca, Andrew M. Sutton",http://arxiv.org/pdf/1502.02793v1,No journal ref found,none,cs.NE,Summary10259,1502.03699v1,2015-02-12T15:24:19Z,Analysis of Solution Quality of a Multiobjective Optimization-based Evolutionary Algorithm for Knapsack Problem,"Jun He, Yong Wang, Yuren Zhou",http://arxiv.org/pdf/1502.03699v1,No journal ref found,none,cs.NE,Summary10260,1502.04423v2,2015-02-16T05:52:23Z,Exploring Transfer Function Nonlinearity in Echo State Networks,"Alireza Goudarzi, Alireza Shabani, Darko Stefanovic",http://arxiv.org/pdf/1502.04423v2,No journal ref found,none,cs.NE,Summary10261,1502.06094v2,2015-02-21T11:17:08Z,Positive Neural Networks in Discrete Time Implement Monotone-Regular Behaviors,"Tom J. Ameloot, Jan Van den Bussche",http://arxiv.org/pdf/1502.06094v2,"Neural Computation, December 2015, Vol. 27, No. 12 , Pages 2623-2660",none,cs.NE,Summary10262,1503.00505v1,2015-03-02T12:55:54Z,A neuromorphic hardware framework based on population coding,"Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik",http://arxiv.org/pdf/1503.00505v1,No journal ref found,none,cs.NE,Summary10263,1503.01524v1,2015-03-05T03:29:16Z,Genetic optimization of the Hyperloop route through the Grapevine,Casey J. Handmer,http://arxiv.org/pdf/1503.01524v1,No journal ref found,none,cs.NE,Summary10264,1503.01847v1,2015-03-06T04:48:00Z,Estimation of the parameters of an infectious disease model using neural networks,"V. Sree Hari Rao, M. Naresh Kumar",http://arxiv.org/pdf/1503.01847v1,Nonlinear Analysis: Real World Applications 11(2010) 1810-1818,none,cs.NE,Summary10265,1503.01954v2,2015-03-06T13:47:58Z,Denoising Autoencoders for fast Combinatorial Black Box Optimization,Malte Probst,http://arxiv.org/pdf/1503.01954v2,No journal ref found,none,cs.NE,Summary10266,1503.03011v1,2015-03-10T17:48:17Z,Technical Analysis on Financial Forecasting,"S. Gopal Krishna Patro, Pragyan Parimita Sahoo, Ipsita Panda, Kishore Kumar Sahu",http://arxiv.org/pdf/1503.03011v1,No journal ref found,none,cs.NE,Summary10267,1503.03175v1,2015-03-11T04:59:12Z,Benchmarking NLopt and state-of-art algorithms for Continuous Global Optimization via Hybrid IACO$_\mathbb{R}$,"Udit Kumar, Sumit Soman, Jayadeva",http://arxiv.org/pdf/1503.03175v1,No journal ref found,none,cs.NE,Summary10268,1503.04475v1,2015-03-15T20:56:04Z,Simulation of Genetic Algorithm: Traffic Light Efficiency,Eric Lienert,http://arxiv.org/pdf/1503.04475v1,No journal ref found,none,cs.NE,Summary10269,1503.05272v1,2015-03-18T02:54:04Z,Improved Calibration of Near-Infrared Spectra by Using Ensembles of Neural Network Models,"A. Ukil, J. Bernasconi, H. Braendle, H. Buijs, S. Bonenfant",http://arxiv.org/pdf/1503.05272v1,"IEEE Sensors Journal, vol. 10, no. 3, pp. 578-584, 2010",none,cs.NE,Summary10270,1503.06004v1,2015-03-20T06:48:14Z,Feeder Load Balancing using Neural Network,"A. Ukil, W. Siti, J. Jordaan",http://arxiv.org/pdf/1503.06004v1,"Lecture Notes in Computer Science, Springer, vol. 3972, pp. 1311-1316, 2006",none,cs.NE,Summary10271,1503.06866v4,2015-03-23T22:30:39Z,Study of all the periods of a Neuronal Recurrence Equation,"Serge Alain Ebélé, Renè Ndoundam",http://arxiv.org/pdf/1503.06866v4,"Complex Systems, 24, 2015",none,cs.NE,Summary10272,1503.07793v2,2015-03-26T17:14:00Z,Gibbs Sampling with Low-Power Spiking Digital Neurons,"Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra Modha, Gert Cauwenberghs, Ken Kreutz-Delgado",http://arxiv.org/pdf/1503.07793v2,No journal ref found,none,cs.NE,Summary10273,1503.08322v1,2015-03-28T16:33:20Z,Some Further Evidence about Magnification and Shape in Neural Gas,"Giacomo Parigi, Andrea Pedrini, Marco Piastra",http://arxiv.org/pdf/1503.08322v1,No journal ref found,none,cs.NE,Summary10274,1503.09129v1,2015-03-31T17:12:07Z,Encoding Spike Patterns in Multilayer Spiking Neural Networks,"Brian Gardner, Ioana Sporea, André Grüning",http://arxiv.org/pdf/1503.09129v1,No journal ref found,none,cs.NE,Summary10275,1504.00154v1,2015-04-01T09:07:13Z,A New Repair Operator for Multi-objective Evolutionary Algorithm in Constrained Optimization Problems,"Zhun Fan, Wenji Li, Xinye Cai, Huibiao Lin, Shuxiang Xie, Erik Goodman",http://arxiv.org/pdf/1504.00154v1,No journal ref found,none,cs.NE,Summary10276,1504.02590v1,2015-04-10T08:53:03Z,"Study of Some Recent Crossovers Effects on Speed and Accuracy of Genetic Algorithm, Using Symmetric Travelling Salesman Problem","Hassan Ismkhan, Kamran Zamanifar",http://arxiv.org/pdf/1504.02590v1,No journal ref found,none,cs.NE,Summary10277,1504.03212v1,2015-04-13T15:16:00Z,Optimal Parameter Choices Through Self-Adjustment: Applying the 1/5-th Rule in Discrete Settings,"Benjamin Doerr, Carola Doerr",http://arxiv.org/pdf/1504.03212v1,No journal ref found,none,cs.NE,Summary10278,1504.04421v1,2015-04-17T01:55:23Z,Feasibility Preserving Constraint-Handling Strategies for Real Parameter Evolutionary Optimization,"Nikhil Padhye, Pulkit Mittal, Kalyanmoy Deb",http://arxiv.org/pdf/1504.04421v1,No journal ref found,none,cs.NE,Summary10279,1504.05158v1,2015-04-20T18:58:08Z,Multi-swarm PSO algorithm for the Quadratic Assignment Problem: a massive parallel implementation on the OpenCL platform,"Piotr Szwed, Wojciech Chmiel",http://arxiv.org/pdf/1504.05158v1,No journal ref found,none,cs.NE,Summary10280,1504.05766v1,2015-04-22T12:46:07Z,Honeybees-inspired heuristic algorithms for numerical optimisation,Muharrem Düğenci,http://arxiv.org/pdf/1504.05766v1,No journal ref found,none,cs.NE,Summary10281,1504.05767v1,2015-04-22T12:47:32Z,Rounding Methods for Neural Networks with Low Resolution Synaptic Weights,"Lorenz K. Muller, Giacomo Indiveri",http://arxiv.org/pdf/1504.05767v1,No journal ref found,none,cs.NE,Summary10282,1504.06260v2,2015-04-23T17:13:31Z,First Steps Towards a Runtime Comparison of Natural and Artificial Evolution,"Tiago Paixão, Jorge Pérez Heredia, Dirk Sudholt, Barbora Trubenová",http://arxiv.org/pdf/1504.06260v2,No journal ref found,none,cs.NE,Summary10283,1504.06859v1,2015-04-26T18:13:30Z,When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization,"Fernando G. Lobo, Mosab Bazargani",http://arxiv.org/pdf/1504.06859v1,No journal ref found,none,cs.NE,Summary10284,1504.07278v1,2015-04-27T21:09:15Z,Optimal Convergence Rate in Feed Forward Neural Networks using HJB Equation,"Vipul Arora, Laxmidhar Behera, Ajay Pratap Yadav",http://arxiv.org/pdf/1504.07278v1,No journal ref found,none,cs.NE,Summary10285,1504.07327v1,2015-04-28T01:51:15Z,Toward Smart Power Grids: Communication Network Design for Power Grids Synchronization,"Hojjat Salehinejad, Farhad Pouladi, Siamak Talebi",http://arxiv.org/pdf/1504.07327v1,No journal ref found,none,cs.NE,Summary10286,1504.07329v1,2015-04-28T01:54:49Z,Combined A*-Ants Algorithm: A New Multi-Parameter Vehicle Navigation Scheme,"Hojjat Salehinejad, Hossein Nezamabadi-pour, Saeid Saryazdi, Fereydoun Farrahi-Moghaddam",http://arxiv.org/pdf/1504.07329v1,No journal ref found,none,cs.NE,Summary10287,1504.08117v3,2015-04-30T08:35:47Z,Average Convergence Rate of Evolutionary Algorithms,"Jun He, Guangming Lin",http://arxiv.org/pdf/1504.08117v3,No journal ref found,none,cs.NE,Summary10288,1506.02361v1,2015-06-08T06:41:37Z,Microscopic approach of a time elapsed neural model,"Julien Chevallier, Maria J. Caceres, Marie Doumic, Patricia Reynaud-Bouret",http://arxiv.org/pdf/1506.02361v1,No journal ref found,none,cs.NE,Summary10289,1506.03264v1,2015-06-10T11:42:28Z,Memory and information processing in neuromorphic systems,"Giacomo Indiveri, Shih-Chii Liu",http://arxiv.org/pdf/1506.03264v1,No journal ref found,none,cs.NE,Summary10290,1506.05082v2,2015-06-10T15:38:17Z,A review of landmark articles in the field of co-evolutionary computing,Noe Casas,http://arxiv.org/pdf/1506.05082v2,No journal ref found,none,cs.NE,Summary10291,1506.05212v1,2015-06-17T05:49:50Z,Learning Spike time codes through Morphological Learning with Binary Synapses,"Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Lee Wang Wei, Arindam Basu",http://arxiv.org/pdf/1506.05212v1,No journal ref found,none,cs.NE,Summary10292,1506.05913v1,2015-06-19T08:43:36Z,Solving Problems with Unknown Solution Length at (Almost) No Extra Cost,"Benjamin Doerr, Carola Doerr, Timo Kötzing",http://arxiv.org/pdf/1506.05913v1,No journal ref found,none,cs.NE,Summary10293,1506.05937v1,2015-06-19T09:51:43Z,"A Tight Runtime Analysis of the $(1+(λ, λ))$ Genetic Algorithm on OneMax","Benjamin Doerr, Carola Doerr",http://arxiv.org/pdf/1506.05937v1,No journal ref found,none,cs.NE,Summary10294,1506.06848v1,2015-06-23T03:24:05Z,A Feature-Based Analysis on the Impact of Set of Constraints for e-Constrained Differential Evolution,"Shayan Poursoltan, FranK Neumann",http://arxiv.org/pdf/1506.06848v1,No journal ref found,none,cs.NE,Summary10295,1506.07545v1,2015-06-24T20:22:40Z,Learning Representations from Deep Networks Using Mode Synthesizers,"N. E. Osegi, P. Enyindah",http://arxiv.org/pdf/1506.07545v1,No journal ref found,none,cs.NE,Summary10296,1506.08004v1,2015-06-26T09:13:57Z,ASOC: An Adaptive Parameter-free Stochastic Optimization Techinique for Continuous Variables,Jayanta Basak,http://arxiv.org/pdf/1506.08004v1,No journal ref found,none,cs.NE,Summary10297,1507.00088v1,2015-07-01T01:54:43Z,Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation,"Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin",http://arxiv.org/pdf/1507.00088v1,No journal ref found,none,cs.NE,Summary10298,1507.01687v1,2015-07-07T06:54:47Z,Developing Postfix-GP Framework for Symbolic Regression Problems,"Vipul K. Dabhi, Sanjay Chaudhary",http://arxiv.org/pdf/1507.01687v1,No journal ref found,none,cs.NE,Summary10299,1507.01889v1,2015-06-19T13:51:21Z,Design of OFDM radar pulses using genetic algorithm based techniques,"Gabriel Lellouch, Amit Kumar Mishra, Michael Inggs",http://arxiv.org/pdf/1507.01889v1,No journal ref found,none,cs.NE,Summary10300,1507.02491v1,2015-07-09T13:10:38Z,Parameter Sensitivity Analysis of Social Spider Algorithm,"James J. Q. Yu, Victor O. K. Li",http://arxiv.org/pdf/1507.02491v1,No journal ref found,none,cs.NE,Summary10301,1507.02492v1,2015-07-09T13:11:13Z,Adaptive Chemical Reaction Optimization for Global Numerical Optimization,"James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li",http://arxiv.org/pdf/1507.02492v1,No journal ref found,none,cs.NE,Summary10302,1507.02835v1,2015-07-10T10:29:01Z,A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch,"Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik",http://arxiv.org/pdf/1507.02835v1,No journal ref found,none,cs.NE,Summary10303,1507.05695v1,2015-07-21T03:48:04Z,A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition,"Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik",http://arxiv.org/pdf/1507.05695v1,No journal ref found,none,cs.NE,Summary10304,1507.06222v1,2015-07-22T15:09:07Z,"STICK: Spike Time Interval Computational Kernel, A Framework for General Purpose Computation using Neurons, Precise Timing, Delays, and Synchrony","Xavier Lagorce, Ryad Benosman",http://arxiv.org/pdf/1507.06222v1,No journal ref found,none,cs.NE,Summary10305,1507.06594v3,2015-07-23T18:18:49Z,Neural NILM: Deep Neural Networks Applied to Energy Disaggregation,"Jack Kelly, William Knottenbelt",http://arxiv.org/pdf/1507.06594v3,No journal ref found,none,cs.NE,Summary10306,1507.06877v1,2015-07-24T15:16:19Z,Multi-objective analysis of computational models,"Stéphane Doncieux, Jean Liénard, Benoît Girard, Mohamed Hamdaoui, Joël Chaskalovic",http://arxiv.org/pdf/1507.06877v1,No journal ref found,none,cs.NE,Summary10307,1507.07200v1,2015-07-26T14:13:29Z,A Neural Prototype for a Virtual Chemical Spectrophotometer,"Jaderick P. Pabico, Jose Rene L. Micor, Elmer Rico E. Mojica",http://arxiv.org/pdf/1507.07200v1,"Philippine Computing Journal, 4(2):39-42, 2009",none,cs.NE,Summary10308,1507.07301v1,2015-07-27T05:30:15Z,A Social Spider Algorithm for Solving the Non-convex Economic Load Dispatch Problem,"James J. Q. Yu, Victor O. K. Li",http://arxiv.org/pdf/1507.07301v1,No journal ref found,none,cs.NE,Summary10309,1507.08007v2,2015-07-29T02:24:55Z,On Proportions of Fit Individuals in Population of Evolutionary Algorithm with Tournament Selection,Anton Eremeev,http://arxiv.org/pdf/1507.08007v2,No journal ref found,none,cs.NE,Summary10310,1508.00097v1,2015-08-01T08:01:50Z,The Interactive Effects of Operators and Parameters to GA Performance Under Different Problem Sizes,"Jaderick P. Pabico, Elizer A. Albacea",http://arxiv.org/pdf/1508.00097v1,"Philippine Computing Journal 3(2):26-37, 2008",none,cs.NE,Summary10311,1508.01008v1,2015-08-05T09:11:06Z,INsight: A Neuromorphic Computing System for Evaluation of Large Neural Networks,"Jaeyong Chung, Taehwan Shin, Yongshin Kang",http://arxiv.org/pdf/1508.01008v1,No journal ref found,none,cs.NE,Summary10312,1508.02774v1,2015-08-11T23:31:49Z,Benchmarking of LSTM Networks,Thomas M. Breuel,http://arxiv.org/pdf/1508.02774v1,No journal ref found,none,cs.NE,Summary10313,1508.05342v1,2015-06-10T15:29:25Z,Genetic Algorithms for multimodal optimization: a review,Noe Casas,http://arxiv.org/pdf/1508.05342v1,No journal ref found,none,cs.NE,Summary10314,1508.06483v1,2015-08-26T13:22:37Z,Population Synthesis via k-Nearest Neighbor Crossover Kernel,"Naoki Hamada, Katsumi Homma, Hiroyuki Higuchi, Hideyuki Kikuchi",http://arxiv.org/pdf/1508.06483v1,No journal ref found,none,cs.NE,Summary10315,1508.07700v1,2015-08-31T06:35:01Z,A Cognitive Architecture Based on a Learning Classifier System with Spiking Classifiers,"David Howard, Larry Bull, Pier-Luca Lanzi",http://arxiv.org/pdf/1508.07700v1,No journal ref found,none,cs.NE,Summary10316,1509.00105v1,2015-09-01T01:00:57Z,Evolving Unipolar Memristor Spiking Neural Networks,"David Howard, Larry Bull, Ben De Lacy Costello",http://arxiv.org/pdf/1509.00105v1,No journal ref found,none,cs.NE,Summary10317,1509.00174v1,2015-09-01T08:22:33Z,A Telescopic Binary Learning Machine for Training Neural Networks,"Mauro Brunato, Roberto Battiti",http://arxiv.org/pdf/1509.00174v1,No journal ref found,none,cs.NE,Summary10318,1509.00962v1,2015-09-03T07:22:38Z,A compact aVLSI conductance-based silicon neuron,"Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik",http://arxiv.org/pdf/1509.00962v1,No journal ref found,none,cs.NE,Summary10319,1509.00967v1,2015-09-03T07:51:24Z,A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC,"Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, Andre van Schaik",http://arxiv.org/pdf/1509.00967v1,No journal ref found,none,cs.NE,Summary10320,1509.01126v1,2015-09-03T15:28:55Z,Training of CC4 Neural Network with Spread Unary Coding,Pushpa Sree Potluri,http://arxiv.org/pdf/1509.01126v1,No journal ref found,none,cs.NE,Summary10321,1509.02807v1,2015-09-09T15:22:21Z,Transfer learning approach for financial applications,"Cosmin Stamate, George D. Magoulas, Michael S. C. Thomas",http://arxiv.org/pdf/1509.02807v1,No journal ref found,none,cs.NE,Summary10322,1509.04438v2,2015-09-15T08:24:37Z,Regular expressions for decoding of neural network outputs,"Tobias Strauß, Gundram Leifert, Tobias Grüning, Roger Labahn",http://arxiv.org/pdf/1509.04438v2,No journal ref found,none,cs.NE,Summary10323,1509.05177v4,2015-09-17T09:17:59Z,Some Theorems for Feed Forward Neural Networks,"K. Eswaran, Vishwajeet Singh",http://arxiv.org/pdf/1509.05177v4,No journal ref found,none,cs.NE,Summary10324,1509.06535v2,2015-09-22T10:03:43Z,Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization,"Malte Probst, Franz Rothlauf",http://arxiv.org/pdf/1509.06535v2,No journal ref found,none,cs.NE,Summary10325,1509.08302v1,2015-09-25T11:26:39Z,A hybrid COA$ε$-constraint method for solving multi-objective problems,"Mahdi parvizi, Elham Shadkam, Niloofar Jahani",http://arxiv.org/pdf/1509.08302v1,No journal ref found,none,cs.NE,Summary10326,1509.09060v2,2015-09-30T08:19:04Z,Multi-objective Differential Evolution with Helper Functions for Constrained Optimization,"Tao Xu, Jun He",http://arxiv.org/pdf/1509.09060v2,No journal ref found,none,cs.NE,Summary10327,1509.09235v2,2015-09-30T16:02:59Z,Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization,Malte Probst,http://arxiv.org/pdf/1509.09235v2,No journal ref found,none,cs.NE,Summary10328,1510.00419v1,2015-10-01T20:34:37Z,An Asynchronous Implementation of the Limited Memory CMA-ES,"Viktor Arkhipov, Maxim Buzdalov, Anatoly Shalyto",http://arxiv.org/pdf/1510.00419v1,No journal ref found,none,cs.NE,Summary10329,1510.02513v2,2015-10-08T21:17:37Z,A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution,"H. Sharifi Noghabi, H. Rajabi Mashhadi, K. Shojaei",http://arxiv.org/pdf/1510.02513v2,Soft Comput (2016),none,cs.NE,Summary10330,1510.02516v2,2015-10-08T21:21:40Z,Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification,"H. Sharifi Noghabi, H. Rajabi Mashhadi, K. Shojaei",http://arxiv.org/pdf/1510.02516v2,No journal ref found,none,cs.NE,Summary10331,1510.03891v1,2015-10-13T20:56:49Z,Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals,"Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega",http://arxiv.org/pdf/1510.03891v1,No journal ref found,none,cs.NE,Summary10332,1510.05328v5,2015-10-19T00:54:37Z,Exploring the Space of Adversarial Images,"Pedro Tabacof, Eduardo Valle",http://arxiv.org/pdf/1510.05328v5,No journal ref found,none,cs.NE,Summary10333,1510.07163v1,2015-10-24T16:56:11Z,Evolutionary Landscape and Management of Population Diversity,Maumita Bhattacharya,http://arxiv.org/pdf/1510.07163v1,No journal ref found,none,cs.NE,Summary10334,1510.07957v1,2015-10-27T16:16:22Z,Increasing Behavioral Complexity for Evolved Virtual Creatures with the ESP Method,"Dan Lessin, Don Fussell, Risto Miikkulainen, Sebastian Risi",http://arxiv.org/pdf/1510.07957v1,No journal ref found,none,cs.NE,Summary10335,1511.00540v2,2015-11-02T15:16:43Z,Spiking Analog VLSI Neuron Assemblies as Constraint Satisfaction Problem Solvers,"Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer",http://arxiv.org/pdf/1511.00540v2,No journal ref found,none,cs.NE,Summary10336,1511.01427v1,2015-11-04T18:40:46Z,Turing Computation with Recurrent Artificial Neural Networks,"Giovanni S Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues",http://arxiv.org/pdf/1511.01427v1,No journal ref found,none,cs.NE,Summary10337,1511.03483v3,2015-11-11T13:02:36Z,An Analytic Expression of Relative Approximation Error for a Class of Evolutionary Algorithms,Jun He,http://arxiv.org/pdf/1511.03483v3,No journal ref found,none,cs.NE,Summary10338,1511.04484v2,2015-11-14T00:27:37Z,Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines,"Emre O. Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs",http://arxiv.org/pdf/1511.04484v2,Frontiers in Neuroscience 10 (2016): 241,none,cs.NE,Summary10339,1511.05552v4,2015-11-17T02:20:37Z,Recurrent Neural Networks Hardware Implementation on FPGA,"Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello",http://arxiv.org/pdf/1511.05552v4,No journal ref found,none,cs.NE,Summary10340,1511.05625v1,2015-11-18T00:04:35Z,MOEA/D-GM: Using probabilistic graphical models in MOEA/D for solving combinatorial optimization problems,"Murilo Zangari de Souza, Roberto Santana, Aurora Trinidad Ramirez Pozo, Alexander Mendiburu",http://arxiv.org/pdf/1511.05625v1,No journal ref found,none,cs.NE,Summary10341,1511.06248v1,2015-11-19T16:47:01Z,Critical Parameters in Particle Swarm Optimisation,"J. Michael Herrmann, Adam Erskine, Thomas Joyce",http://arxiv.org/pdf/1511.06248v1,No journal ref found,none,cs.NE,Summary10342,1511.06987v1,2015-11-22T10:05:33Z,Evolutionary algorithms,Anton V. Eremeev,http://arxiv.org/pdf/1511.06987v1,No journal ref found,none,cs.NE,Summary10343,1511.07889v2,2015-11-24T21:18:33Z,rnn : Recurrent Library for Torch,"Nicholas Léonard, Sagar Waghmare, Yang Wang, Jin-Hwa Kim",http://arxiv.org/pdf/1511.07889v2,No journal ref found,none,cs.NE,Summary10344,1511.08366v1,2015-11-26T12:11:48Z,On randomization of neural networks as a form of post-learning strategy,"K. G. Kapanova, I. Dimov, J. M. Sellier",http://arxiv.org/pdf/1511.08366v1,No journal ref found,none,cs.NE,Summary10345,1512.00708v1,2015-12-02T14:29:13Z,Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel,"Totok Ruki Biyanto, Henokh Yernias Fibrianto, Gunawan Nugroho, Erny Listijorini, Titik Budiati, Hairul Huda",http://arxiv.org/pdf/1512.00708v1,No journal ref found,none,cs.NE,Summary10346,1512.00883v1,2015-12-02T22:08:09Z,Cleaning Schedule Optimization of Heat Exchanger Networks Using Particle Swarm Optimization,"Totok R. Biyanto, Sumitra Wira Suganda, Matraji, Yerry Susatio, Heri Justiono, Sarwono",http://arxiv.org/pdf/1512.00883v1,No journal ref found,none,cs.NE,Summary10347,1512.00961v3,2015-12-03T06:12:05Z,Triplet Spike Time Dependent Plasticity: A floating-gate Implementation,"Roshan Gopalakrishnan, Arindam Basu",http://arxiv.org/pdf/1512.00961v3,No journal ref found,none,cs.NE,Summary10348,1512.01314v1,2015-12-04T04:39:11Z,An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks,"Subhrajit Roy, Arindam Basu",http://arxiv.org/pdf/1512.01314v1,No journal ref found,none,cs.NE,Summary10349,1512.02047v2,2015-12-07T14:03:43Z,Level-Based Analysis of Genetic Algorithms for Combinatorial Optimization,"Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre",http://arxiv.org/pdf/1512.02047v2,No journal ref found,none,cs.NE,Summary10350,1512.02100v1,2015-12-07T15:53:48Z,"Digital Genesis: Computers, Evolution and Artificial Life","Tim Taylor, Alan Dorin, Kevin Korb",http://arxiv.org/pdf/1512.02100v1,No journal ref found,none,cs.NE,Summary10351,1512.03466v1,2015-12-10T22:21:03Z,Computing factorized approximations of Pareto-fronts using mNM-landscapes and Boltzmann distributions,"Roberto Santana, Alexander Mendiburu, Jose A. Lozano",http://arxiv.org/pdf/1512.03466v1,No journal ref found,none,cs.NE,Summary10352,1512.05702v2,2015-12-17T18:08:33Z,Synthesis of recurrent neural networks for dynamical system simulation,"Adam Trischler, Gabriele MT DEleuterio",http://arxiv.org/pdf/1512.05702v2,No journal ref found,none,cs.NE,Summary10353,1512.07980v2,2015-12-25T09:12:52Z,Diversity Enhancement for Micro-Differential Evolution,"Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh",http://arxiv.org/pdf/1512.07980v2,No journal ref found,none,cs.NE,Summary10354,1512.08301v2,2015-12-28T02:07:48Z,Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency,"Shiliang Zhang, Cong Liu, Hui Jiang, Si Wei, Lirong Dai, Yu Hu",http://arxiv.org/pdf/1512.08301v2,No journal ref found,none,cs.NE,Summary10355,1601.00191v1,2016-01-02T17:21:14Z,An Improved Intelligent Agent for Mining Real-Time Databases Using Modified Cortical Learning Algorithms,N. E. Osegi,http://arxiv.org/pdf/1601.00191v1,"Advances in Multidisciplinary & Scientific Research Journal, 2(3), 47 (2016)",none,cs.NE,Summary10356,1601.03481v1,2015-09-19T12:45:19Z,A Fuzzy MLP Approach for Non-linear Pattern Classification,"Tirtharaj Dash, H. S. Behera",http://arxiv.org/pdf/1601.03481v1,"In Proc: K.R. Venugopal, S.C. Lingareddy (eds.) International Conference on Communication and Computing (ICC- 2014), Bangalore, India (June 12-14, 2014), Computer Networks and Security, 314-323",none,cs.NE,Summary10357,1601.04187v1,2016-01-16T17:48:34Z,Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware,"Peter U. Diehl, Guido Zarrella, Andrew Cassidy, Bruno U. Pedroni, Emre Neftci",http://arxiv.org/pdf/1601.04187v1,No journal ref found,none,cs.NE,Summary10358,1601.05911v4,2016-01-22T09:01:45Z,Orthogonal Echo State Networks and stochastic evaluations of likelihoods,"Norbert Michael Mayer, Ying-Hao Yu",http://arxiv.org/pdf/1601.05911v4,No journal ref found,none,cs.NE,Summary10359,1602.01321v1,2016-02-03T14:46:35Z,"A continuum among logarithmic, linear, and exponential functions, and its potential to improve generalization in neural networks","Luke B. Godfrey, Michael S. Gashler",http://arxiv.org/pdf/1602.01321v1,No journal ref found,none,cs.NE,Summary10360,1602.01510v1,2016-02-03T23:51:22Z,Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition,"Priyadarshini Panda, Kaushik Roy",http://arxiv.org/pdf/1602.01510v1,No journal ref found,none,cs.NE,Summary10361,1602.02009v2,2016-02-05T13:06:44Z,Computing with hardware neurons: spiking or classical? Perspectives of applied Spiking Neural Networks from the hardware side,"Sergei Dytckov, Masoud Daneshtalab",http://arxiv.org/pdf/1602.02009v2,No journal ref found,none,cs.NE,Summary10362,1602.02237v1,2016-02-06T11:12:44Z,Reducing training requirements through evolutionary based dimension reduction and subject transfer,"Adham Atyabi, Martin Luerssena, Sean P. Fitzgibbon, Trent Lewis, David M. W. Powersa",http://arxiv.org/pdf/1602.02237v1,No journal ref found,none,cs.NE,Summary10363,1602.02862v1,2016-02-09T05:15:24Z,A Feature-Based Prediction Model of Algorithm Selection for Constrained Continuous Optimisation,"Shayan Poursoltan, Frank Neumann",http://arxiv.org/pdf/1602.02862v1,No journal ref found,none,cs.NE,Summary10364,1602.03032v2,2016-02-09T15:26:26Z,Associative Long Short-Term Memory,"Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves",http://arxiv.org/pdf/1602.03032v2,No journal ref found,none,cs.NE,Summary10365,1602.04335v1,2016-02-13T14:09:41Z,Learning Over Long Time Lags,Hojjat Salehinejad,http://arxiv.org/pdf/1602.04335v1,No journal ref found,none,cs.NE,Summary10366,1602.04933v1,2016-02-16T08:02:49Z,Greedy Ants Colony Optimization Strategy for Solving the Curriculum Based University Course Timetabling Problem,"Patrick Kenekayoro, Godswill Zipamone",http://arxiv.org/pdf/1602.04933v1,No journal ref found,none,cs.NE,Summary10367,1602.05996v1,2016-02-18T22:47:08Z,A Nonparametric Framework for Quantifying Generative Inference on Neuromorphic Systems,"Ojash Neopane, Srinjoy Das, Ery Arias-Castro, Kenneth Kreutz-Delgado",http://arxiv.org/pdf/1602.05996v1,No journal ref found,none,cs.NE,Summary10368,1602.07884v1,2016-02-25T11:04:09Z,Firefly Algorithm for optimization problems with non-continuous variables: A Review and Analysis,"Surafel Luleseged Tilahun, Jean Medard T Ngnotchouye",http://arxiv.org/pdf/1602.07884v1,No journal ref found,none,cs.NE,Summary10369,1602.08323v2,2016-02-26T13:54:47Z,Deep Spiking Networks,"Peter OConnor, Max Welling",http://arxiv.org/pdf/1602.08323v2,No journal ref found,none,cs.NE,Summary10370,1602.08556v1,2016-02-27T05:36:42Z,Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks,"Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy",http://arxiv.org/pdf/1602.08556v1,No journal ref found,none,cs.NE,Summary10371,1602.08557v1,2016-02-27T05:37:44Z,Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing,"Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy",http://arxiv.org/pdf/1602.08557v1,No journal ref found,none,cs.NE,Summary10372,1602.09046v1,2016-02-29T17:13:47Z,On Complex Valued Convolutional Neural Networks,Nitzan Guberman,http://arxiv.org/pdf/1602.09046v1,No journal ref found,none,cs.NE,Summary10373,1603.03149v1,2016-03-10T05:00:26Z,Real time error detection in metal arc welding process using Artificial Neural Netwroks,"Prashant Sharma, Shaju K. Albert, S. Rajeswari",http://arxiv.org/pdf/1603.03149v1,No journal ref found,none,cs.NE,Summary10374,1603.04080v1,2016-03-13T21:44:22Z,A Stochastic Approach to STDP,"Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik",http://arxiv.org/pdf/1603.04080v1,No journal ref found,none,cs.NE,Summary10375,1603.06788v1,2016-03-22T13:40:05Z,Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range,"Arkady Rost, Irina Petrova, Arina Buzdalova",http://arxiv.org/pdf/1603.06788v1,No journal ref found,none,cs.NE,Summary10376,1603.08146v1,2016-03-26T21:41:04Z,A Draft Memory Model on Spiking Neural Assemblies,"João Ranhel, João H. Albuquerque, Bruno P. M. Azevedo, Nathalia M. Cunha, Pedro J. Ishimaru",http://arxiv.org/pdf/1603.08146v1,No journal ref found,none,cs.NE,Summary10377,1603.08270v2,2016-03-28T00:15:35Z,"Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing","Steven K. Esser, Paul A. Merolla, John V. Arthur, Andrew S. Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J. Berg, Jeffrey L. McKinstry, Timothy Melano, Davis R. Barch, Carmelo di Nolfo, Pallab Datta, Arnon Amir, Brian Taba, Myron D. Flickner, Dharmendra S. Modha",http://arxiv.org/pdf/1603.08270v2,PNAS 113 (2016) 11441-11446,none,cs.NE,Summary10378,1603.08538v2,2016-03-28T20:15:53Z,Hybrid Ant Colony Optimization in solving Multi-Skill Resource-Constrained Project Scheduling Problem,"Paweł B. Myszkowski, Marek E. Skowroński, Łukasz P. Olech, Krzysztof Oślizło",http://arxiv.org/pdf/1603.08538v2,"Soft Computing 19(12), 3599-3619 (2014)",none,cs.NE,Summary10379,1603.08983v6,2016-03-29T22:09:00Z,Adaptive Computation Time for Recurrent Neural Networks,Alex Graves,http://arxiv.org/pdf/1603.08983v6,No journal ref found,none,cs.NE,Summary10380,1603.09002v1,2016-03-29T23:48:27Z,Dataflow Matrix Machines as a Generalization of Recurrent Neural Networks,"Michael Bukatin, Steve Matthews, Andrey Radul",http://arxiv.org/pdf/1603.09002v1,No journal ref found,none,cs.NE,Summary10381,1604.00552v1,2016-04-02T20:14:18Z,pH Prediction by Artificial Neural Networks for the Drinking Water of the Distribution System of Hyderabad City,"Niaz Ahmed Memon, Mukhtiar Ali Unar, Abdul Khalique Ansari",http://arxiv.org/pdf/1604.00552v1,No journal ref found,none,cs.NE,Summary10382,1604.00558v1,2016-04-02T21:00:54Z,Channel Equalization Using Multilayer Perceptron Networks,"Saba Baloch, Javed Ali Baloch, Mukhtiar Ali Unar",http://arxiv.org/pdf/1604.00558v1,No journal ref found,none,cs.NE,Summary10383,1604.01643v2,2016-04-06T14:35:11Z,Information Utilization Ratio in Heuristic Optimization Algorithms,"Junzhi Li, Ying Tan",http://arxiv.org/pdf/1604.01643v2,No journal ref found,none,cs.NE,Summary10384,1604.02313v5,2016-04-08T11:39:31Z,Norm-preserving Orthogonal Permutation Linear Unit Activation Functions (OPLU),"Artem Chernodub, Dimitri Nowicki",http://arxiv.org/pdf/1604.02313v5,No journal ref found,none,cs.NE,Summary10385,1604.02910v3,2016-04-11T12:14:52Z,Deep Gate Recurrent Neural Network,"Yuan Gao, Dorota Glowacka",http://arxiv.org/pdf/1604.02910v3,No journal ref found,none,cs.NE,Summary10386,1604.04153v1,2016-04-14T13:48:26Z,Learning to Generate Genotypes with Neural Networks,"Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando",http://arxiv.org/pdf/1604.04153v1,No journal ref found,none,cs.NE,Summary10387,1604.05008v1,2016-04-18T06:29:01Z,Forecasting Volatility in Indian Stock Market using Artificial Neural Network with Multiple Inputs and Outputs,"Tamal Datta Chaudhuri, Indranil Ghosh",http://arxiv.org/pdf/1604.05008v1,"International Journal of Computer Applications, 2015",none,cs.NE,Summary10388,1604.05459v1,2016-04-19T07:30:46Z,An Online Structural Plasticity Rule for Generating Better Reservoirs,"Subhrajit Roy, Arindam Basu",http://arxiv.org/pdf/1604.05459v1,No journal ref found,none,cs.NE,Summary10389,1604.05792v1,2016-04-20T02:43:47Z,Multi-agent evolutionary systems for the generation of complex virtual worlds,"Jan Kruse, Andy M. Connor",http://arxiv.org/pdf/1604.05792v1,EAI Endorsed Transactions on Creative Technologies 2(5) Paper e5 (2015),none,cs.NE,Summary10390,1604.06187v1,2016-04-21T05:47:05Z,Evolutionary Image Transition Based on Theoretical Insights of Random Processes,"Aneta Neumann, Bradley Alexander, Frank Neumann",http://arxiv.org/pdf/1604.06187v1,No journal ref found,none,cs.NE,Summary10391,1604.06607v1,2016-04-22T11:09:18Z,K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms,"Aram Ter-Sarkisov, Stephen Marsland",http://arxiv.org/pdf/1604.06607v1,No journal ref found,none,cs.NE,Summary10392,1604.06751v1,2016-04-22T17:06:31Z,evt_MNIST: A spike based version of traditional MNIST,"Mazdak Fatahi, Mahmood Ahmadi, Mahyar Shahsavari, Arash Ahmadi, Philippe Devienne",http://arxiv.org/pdf/1604.06751v1,No journal ref found,none,cs.NE,Summary10393,1604.06929v1,2016-04-23T17:36:12Z,Memory and Information Processing in Recurrent Neural Networks,"Alireza Goudarzi, Sarah Marzen, Peter Banda, Guy Feldman, Christof Teuscher, Darko Stefanovic",http://arxiv.org/pdf/1604.06929v1,No journal ref found,none,cs.NE,Summary10394,1605.00097v1,2016-04-30T11:46:58Z,Application of artificial neural networks and genetic algorithms for crude fractional distillation process modeling,Lukasz Pater,http://arxiv.org/pdf/1605.00097v1,No journal ref found,none,cs.NE,Summary10395,1605.01514v1,2016-05-05T07:30:02Z,Fitness-based Adaptive Control of Parameters in Genetic Programming: Adaptive Value Setting of Mutation Rate and Flood Mechanisms,"Michal Gregor, Juraj Spalek",http://arxiv.org/pdf/1605.01514v1,No journal ref found,none,cs.NE,Summary10396,1605.01746v1,2016-05-05T20:15:47Z,Biobjective Performance Assessment with the COCO Platform,"Dimo Brockhoff, Tea Tušar, Dejan Tušar, Tobias Wagner, Nikolaus Hansen, Anne Auger",http://arxiv.org/pdf/1605.01746v1,No journal ref found,none,cs.NE,Summary10397,1605.01855v1,2016-05-06T08:14:13Z,Resource allocation using metaheuristic search,"Andy M. Connor, Amit Shah",http://arxiv.org/pdf/1605.01855v1,No journal ref found,none,cs.NE,Summary10398,1605.01988v2,2016-05-06T16:11:45Z,LSTM with Working Memory,"Andrew Pulver, Siwei Lyu",http://arxiv.org/pdf/1605.01988v2,No journal ref found,none,cs.NE,Summary10399,1605.02486v1,2016-05-09T09:12:11Z,Efficiency Evaluation of Character-level RNN Training Schedules,"Cedric De Boom, Sam Leroux, Steven Bohez, Pieter Simoens, Thomas Demeester, Bart Dhoedt",http://arxiv.org/pdf/1605.02486v1,No journal ref found,none,cs.NE,Summary10400,1605.02720v1,2016-05-09T19:58:29Z,Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES),"Ilya Loshchilov, Tobias Glasmachers",http://arxiv.org/pdf/1605.02720v1,No journal ref found,none,cs.NE,Summary10401,1605.03560v1,2016-05-11T19:49:43Z,COCO: Performance Assessment,"Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Dejan Tušar, Tea Tušar",http://arxiv.org/pdf/1605.03560v1,No journal ref found,none,cs.NE,Summary10402,1605.05216v1,2016-05-17T15:45:08Z,Combinatorially Generated Piecewise Activation Functions,Justin Chen,http://arxiv.org/pdf/1605.05216v1,No journal ref found,none,cs.NE,Summary10403,1605.06710v1,2016-05-21T23:45:38Z,Chess Player by Co-Evolutionary Algorithm,"Nuno Ramos, Sergio Salgado, Agostinho C Rosa",http://arxiv.org/pdf/1605.06710v1,No journal ref found,none,cs.NE,Summary10404,1605.06714v1,2016-05-22T00:09:04Z,Evolutionary Demographic Algorithms,"Marco AR Erra, Pedro MM Mitra, Agostinho C Rosa",http://arxiv.org/pdf/1605.06714v1,No journal ref found,none,cs.NE,Summary10405,1605.07740v1,2016-05-25T06:09:42Z,Improving energy efficiency and classification accuracy of neuromorphic chips by learning binary synaptic crossbars,"Antonio Jimeno Yepes, Jianbin Tang",http://arxiv.org/pdf/1605.07740v1,No journal ref found,none,cs.NE,Summary10406,1606.00601v1,2016-06-02T09:57:52Z,On the performance of different mutation operators of a subpopulation-based genetic algorithm for multi-robot task allocation problems,"Chun Liu, Andreas Kroll",http://arxiv.org/pdf/1606.00601v1,No journal ref found,none,cs.NE,Summary10407,1606.00802v2,2016-06-02T18:54:25Z,A Spiking Network that Learns to Extract Spike Signatures from Speech Signals,"Amirhossein Tavanaei, Anthony S Maida",http://arxiv.org/pdf/1606.00802v2,No journal ref found,none,cs.NE,Summary10408,1606.00825v2,2016-06-02T19:48:22Z,Training a Hidden Markov Model with a Bayesian Spiking Neural Network,"Amirhossein Tavanaei, Anthony S Maida",http://arxiv.org/pdf/1606.00825v2,"Journal of Signal Processing Systems, (2016), 1-10",none,cs.NE,Summary10409,1606.01102v2,2016-06-03T14:30:38Z,Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity,"Amirhossein Tavanaei, Timothee Masquelier, Anthony S Maida",http://arxiv.org/pdf/1606.01102v2,2016 International Joint Conference on Neural Networks,none,cs.NE,Summary10410,1606.03674v2,2016-06-12T07:22:58Z,Critical Echo State Networks that Anticipate Input using Morphable Transfer Functions,Norbert Michael Mayer,http://arxiv.org/pdf/1606.03674v2,No journal ref found,none,cs.NE,Summary10411,1606.04306v1,2016-06-14T10:55:53Z,Viral Search algorithm,Matteo Gardini,http://arxiv.org/pdf/1606.04306v1,No journal ref found,none,cs.NE,Summary10412,1606.04466v1,2016-06-14T17:26:27Z,Neural Networks and Continuous Time,"Frieder Stolzenburg, Florian Ruh",http://arxiv.org/pdf/1606.04466v1,No journal ref found,none,cs.NE,Summary10413,1606.05169v1,2016-06-16T12:58:43Z,Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm,"Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang",http://arxiv.org/pdf/1606.05169v1,No journal ref found,none,cs.NE,Summary10414,1606.05784v2,2016-06-18T17:36:28Z,Hitting times of local and global optima in genetic algorithms with very high selection pressure,Anton Eremeev,http://arxiv.org/pdf/1606.05784v2,No journal ref found,none,cs.NE,Summary10415,1606.06216v3,2016-06-20T17:29:01Z,Neural networks with differentiable structure,Thomas Miconi,http://arxiv.org/pdf/1606.06216v3,No journal ref found,none,cs.NE,Summary10416,1606.06818v1,2016-06-22T05:08:52Z,Evolutionary computation for multicomponent problems: opportunities and future directions,"Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner",http://arxiv.org/pdf/1606.06818v1,No journal ref found,none,cs.NE,Summary10417,1607.01691v1,2016-07-06T16:05:52Z,A Modified Activation Function with Improved Run-Times For Neural Networks,"Vincent Ike Anireh, Emmanuel Ndidi Osegi",http://arxiv.org/pdf/1607.01691v1,No journal ref found,none,cs.NE,Summary10418,1607.02717v1,2016-07-10T08:54:30Z,The BioDynaMo Project,"Roman Bauer, Lukas Breitwieser, Alberto Di Meglio, Leonard Johard, Marcus Kaiser, Marco Manca, Manuel Mazzara, Max Talanov",http://arxiv.org/pdf/1607.02717v1,No journal ref found,none,cs.NE,Summary10419,1607.03070v2,2016-07-11T18:37:12Z,Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity,"Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs",http://arxiv.org/pdf/1607.03070v2,No journal ref found,none,cs.NE,Summary10420,1607.04063v2,2016-07-14T10:11:59Z,Update Strength in EDAs and ACO: How to Avoid Genetic Drift,"Dirk Sudholt, Carsten Witt",http://arxiv.org/pdf/1607.04063v2,No journal ref found,none,cs.NE,Summary10421,1607.04267v1,2016-07-11T16:22:47Z,Enhanced Boolean Correlation Matrix Memory,Mario Mastriani,http://arxiv.org/pdf/1607.04267v1,No journal ref found,none,cs.NE,Summary10422,1607.05213v1,2016-07-18T17:33:34Z,mpEAd: Multi-Population EA Diagrams,"Sebastian Lenartowicz, Mark Wineberg",http://arxiv.org/pdf/1607.05213v1,No journal ref found,none,cs.NE,Summary10423,1607.05390v1,2016-07-19T03:33:06Z,Genetic Transfer or Population Diversification? Deciphering the Secret Ingredients of Evolutionary Multitask Optimization,"Abhishek Gupta, Yew-Soon Ong",http://arxiv.org/pdf/1607.05390v1,No journal ref found,none,cs.NE,Summary10424,1607.05690v1,2016-07-19T18:37:00Z,Stochastic Backpropagation through Mixture Density Distributions,Alex Graves,http://arxiv.org/pdf/1607.05690v1,No journal ref found,none,cs.NE,Summary10425,1607.07078v1,2016-07-24T18:44:54Z,Effective Connectivity-Based Neural Decoding: A Causal Interaction-Driven Approach,"Saba Emrani, Hamid Krim",http://arxiv.org/pdf/1607.07078v1,No journal ref found,none,cs.NE,Summary10426,1608.00138v1,2016-07-30T16:06:18Z,Heterogeneous Strategy Particle Swarm Optimization,"Wen-Bo Du, Wen Ying, Gang Yan, Yan-Bo Zhu, Xian-Bin Cao",http://arxiv.org/pdf/1608.00138v1,No journal ref found,none,cs.NE,Summary10427,1608.01783v1,2016-08-05T07:15:38Z,The Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation,"Aneta Neumann, Bradley Alexander, Frank Neumann",http://arxiv.org/pdf/1608.01783v1,No journal ref found,none,cs.NE,Summary10428,1608.01818v1,2016-08-05T09:55:59Z,The BioDynaMo Project: a platform for computer simulations of biological dynamics,"Leonard Johard, Lukas Breitwieser, Alberto Di Meglio, Marco Manca, Manuel Mazzara, Max Talanov",http://arxiv.org/pdf/1608.01818v1,No journal ref found,none,cs.NE,Summary10429,1608.03757v2,2016-08-12T11:36:18Z,Students t Distribution based Estimation of Distribution Algorithms for Derivative-free Global Optimization,"Bin Liu, Shi Cheng, Yuhui Shi",http://arxiv.org/pdf/1608.03757v2,No journal ref found,none,cs.NE,Summary10430,1608.06514v2,2016-08-23T13:57:54Z,Dynamic Multi-Objectives Optimization with a Changing Number of Objectives,"Renzhi Chen, Ke Li, Xin Yao",http://arxiv.org/pdf/1608.06514v2,No journal ref found,none,cs.NE,Summary10431,1608.06902v2,2016-08-24T17:15:29Z,Recurrent Neural Networks With Limited Numerical Precision,"Joachim Ott, Zhouhan Lin, Ying Zhang, Shih-Chii Liu, Yoshua Bengio",http://arxiv.org/pdf/1608.06902v2,No journal ref found,none,cs.NE,Summary10432,1608.08265v1,2016-08-29T22:02:39Z,About Learning in Recurrent Bistable Gradient Networks,"J. Fischer, S. Lackner",http://arxiv.org/pdf/1608.08265v1,No journal ref found,none,cs.NE,Summary10433,1608.08607v2,2016-08-30T19:30:25Z,Matching-Based Selection with Incomplete Lists for Decomposition Multi-Objective Optimization,"Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang",http://arxiv.org/pdf/1608.08607v2,No journal ref found,none,cs.NE,Summary10434,1608.08782v1,2016-08-31T09:21:17Z,Training Deep Spiking Neural Networks using Backpropagation,"Jun Haeng Lee, Tobi Delbruck, Michael Pfeiffer",http://arxiv.org/pdf/1608.08782v1,No journal ref found,none,cs.NE,Summary10435,1609.01982v1,2016-08-16T02:18:33Z,Uniform Transformation of Non-Separable Probability Distributions,Eric Kee,http://arxiv.org/pdf/1609.01982v1,No journal ref found,none,cs.NE,Summary10436,1609.02053v1,2016-09-07T16:30:01Z,Fast and Efficient Asynchronous Neural Computation with Adapting Spiking Neural Networks,"Davide Zambrano, Sander M. Bohte",http://arxiv.org/pdf/1609.02053v1,No journal ref found,none,cs.NE,Summary10437,1609.04846v1,2016-09-15T20:21:30Z,A Tutorial about Random Neural Networks in Supervised Learning,"Sebastián Basterrech, Gerardo Rubino",http://arxiv.org/pdf/1609.04846v1,"Neural Network World, Volume 5, Number 15, pp.:457-499, 2015",none,cs.NE,Summary10438,1609.05132v4,2016-08-30T13:41:41Z,Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks,"James Garland, David Gregg",http://arxiv.org/pdf/1609.05132v4,No journal ref found,none,cs.NE,Summary10439,1609.07722v1,2016-09-25T10:00:41Z,Sooner than Expected: Hitting the Wall of Complexity in Evolution,"Thomas Schmickl, Payam Zahadat, Heiko Hamann",http://arxiv.org/pdf/1609.07722v1,No journal ref found,none,cs.NE,Summary10440,1609.08414v1,2016-09-27T13:26:10Z,Reactive Collision Avoidance using Evolutionary Neural Networks,"Hesham Eraqi, Youssef EmadEldin, Mohamed Moustafa",http://arxiv.org/pdf/1609.08414v1,No journal ref found,none,cs.NE,Summary10441,1609.09158v1,2016-09-29T00:03:50Z,Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets,"Akhilesh Jaiswal, Sourjya Roy, Gopalakrishnan Srinivasan, Kaushik Roy",http://arxiv.org/pdf/1609.09158v1,No journal ref found,none,cs.NE,Summary10442,1610.00790v1,2016-10-03T23:23:34Z,Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems,"Charles Siegel, Jeff Daily, Abhinav Vishnu",http://arxiv.org/pdf/1610.00790v1,No journal ref found,none,cs.NE,Summary10443,1610.01430v2,2016-10-05T14:14:51Z,LAYERS: Yet another Neural Network toolkit,"Roberto Paredes, José-Miguel Benedí",http://arxiv.org/pdf/1610.01430v2,No journal ref found,none,cs.NE,Summary10444,1610.01439v1,2016-10-05T14:26:27Z,Nonlinear Systems Identification Using Deep Dynamic Neural Networks,"Olalekan Ogunmolu, Xuejun Gu, Steve Jiang, Nicholas Gans",http://arxiv.org/pdf/1610.01439v1,No journal ref found,none,cs.NE,Summary10445,1610.02732v1,2016-10-09T22:16:32Z,Investigating the effects Diversity Mechanisms have on Evolutionary Algorithms in Dynamic Environments,Matthew Hughes,http://arxiv.org/pdf/1610.02732v1,No journal ref found,none,cs.NE,Summary10446,1610.05231v1,2016-10-17T17:56:28Z,Evolving the Structure of Evolution Strategies,"Sander van Rijn, Hao Wang, Matthijs van Leeuwen, Thomas Bäck",http://arxiv.org/pdf/1610.05231v1,No journal ref found,none,cs.NE,Summary10447,1610.05729v1,2016-10-18T18:18:47Z,Scaling Up MAP-Elites Using Centroidal Voronoi Tessellations,"Vassilis Vassiliades, Konstantinos Chatzilygeroudis, Jean-Baptiste Mouret",http://arxiv.org/pdf/1610.05729v1,No journal ref found,none,cs.NE,Summary10448,1610.09460v1,2016-10-29T06:02:03Z,Building Energy Load Forecasting using Deep Neural Networks,"Daniel L. Marino, Kasun Amarasinghe, Milos Manic",http://arxiv.org/pdf/1610.09460v1,No journal ref found,none,cs.NE,Summary10449,1611.00260v1,2016-11-01T15:00:52Z,Surrogate-Assisted Partial Order-based Evolutionary Optimisation,"Vanessa Volz, Günter Rudolph, Boris Naujoks",http://arxiv.org/pdf/1611.00260v1,No journal ref found,none,cs.NE,Summary10450,1611.01590v3,2016-11-05T02:51:24Z,Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks,"Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi",http://arxiv.org/pdf/1611.01590v3,No journal ref found,none,cs.NE,Summary10451,1611.02024v2,2016-11-07T12:45:23Z,Sigma Delta Quantized Networks,"Peter OConnor, Max Welling",http://arxiv.org/pdf/1611.02024v2,No journal ref found,none,cs.NE,Summary10452,1611.03000v1,2016-11-09T16:25:41Z,Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning,"Amirhossein Tavanaei, Anthony S. Maida",http://arxiv.org/pdf/1611.03000v1,No journal ref found,none,cs.NE,Summary10453,1611.03321v1,2016-11-10T14:47:23Z,Computing threshold functions using dendrites,"Romain Cazé, Bartozs Teleńczuk, Alain Destexhe",http://arxiv.org/pdf/1611.03321v1,No journal ref found,none,cs.NE,Summary10454,1611.04687v2,2016-11-15T03:17:15Z,Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets,"Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon",http://arxiv.org/pdf/1611.04687v2,No journal ref found,none,cs.NE,Summary10455,1611.04766v1,2016-11-15T10:01:20Z,Differentiable Genetic Programming,"Dario Izzo, Francesco Biscani, Alessio Mereta",http://arxiv.org/pdf/1611.04766v1,No journal ref found,none,cs.NE,Summary10456,1611.07065v2,2016-11-21T21:24:45Z,Recurrent Neural Networks With Limited Numerical Precision,"Joachim Ott, Zhouhan Lin, Ying Zhang, Shih-Chii Liu, Yoshua Bengio",http://arxiv.org/pdf/1611.07065v2,No journal ref found,none,cs.NE,Summary10457,1612.00369v3,2016-11-22T09:01:16Z,New Ideas for Brain Modelling 3,Kieran Greer,http://arxiv.org/pdf/1612.00369v3,No journal ref found,none,cs.NE,Summary10458,1612.02233v1,2016-12-07T13:11:27Z,A simple and efficient SNN and its performance & robustness evaluation method to enable hardware implementation,"Anmol Biswas, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly",http://arxiv.org/pdf/1612.02233v1,No journal ref found,none,cs.NE,Summary10459,1612.02336v1,2016-12-07T17:23:26Z,Neural Turing Machines: Convergence of Copy Tasks,Janez Aleš,http://arxiv.org/pdf/1612.02336v1,No journal ref found,none,cs.NE,Summary10460,1612.03402v2,2016-12-11T12:10:52Z,Improved Quick Hypervolume Algorithm,Andrzej Jaszkiewicz,http://arxiv.org/pdf/1612.03402v2,No journal ref found,none,cs.NE,Summary10461,1612.03707v1,2016-12-12T14:36:22Z,Empirical Evaluation of A New Approach to Simplifying Long Short-term Memory (LSTM),Yuzhen Lu,http://arxiv.org/pdf/1612.03707v1,No journal ref found,none,cs.NE,Summary10462,1612.03940v1,2016-12-12T21:36:48Z,Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks,"Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda",http://arxiv.org/pdf/1612.03940v1,No journal ref found,none,cs.NE,Summary10463,1612.05571v1,2016-12-16T17:57:15Z,Delta Networks for Optimized Recurrent Network Computation,"Daniel Neil, Jun Haeng Lee, Tobi Delbruck, Shih-Chii Liu",http://arxiv.org/pdf/1612.05571v1,No journal ref found,none,cs.NE,Summary10464,1612.06093v1,2016-12-19T09:49:28Z,Transfer Learning based Dynamic Multiobjective Optimization Algorithms,"Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen",http://arxiv.org/pdf/1612.06093v1,No journal ref found,none,cs.NE,Summary10465,1701.00879v1,2017-01-04T00:52:49Z,PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization,"Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin",http://arxiv.org/pdf/1701.00879v1,No journal ref found,none,cs.NE,Summary10466,1701.01271v1,2017-01-05T10:32:24Z,Subpopulation Diversity Based Selecting Migration Moment in Distributed Evolutionary Algorithms,"Chengjun Li, Jia Wu",http://arxiv.org/pdf/1701.01271v1,No journal ref found,none,cs.NE,Summary10467,1701.01495v1,2017-01-05T22:57:04Z,Membrane-Dependent Neuromorphic Learning Rule for Unsupervised Spike Pattern Detection,"Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs",http://arxiv.org/pdf/1701.01495v1,No journal ref found,none,cs.NE,Summary10468,1701.01791v1,2017-01-07T05:01:15Z,Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses,"Yandan Wang, Wei Wen, Linghao Song, Hai Li",http://arxiv.org/pdf/1701.01791v1,No journal ref found,none,cs.NE,Summary10469,1701.05730v1,2017-01-20T09:17:52Z,Using LLVM-based JIT Compilation in Genetic Programming,"Michal Gregor, Juraj Spalek",http://arxiv.org/pdf/1701.05730v1,No journal ref found,none,cs.NE,Summary10470,1701.05935v1,2017-01-20T22:05:09Z,Integration of Preferences in Decomposition Multi-Objective Optimization,"Ke Li, Kalyanmoy Deb, Xin Yao",http://arxiv.org/pdf/1701.05935v1,No journal ref found,none,cs.NE,Summary10471,1702.00993v1,2017-02-03T13:07:35Z,Robust Particle Swarm Optimizer based on Chemomimicry,"Casey Kneale, Karl S. Booksh",http://arxiv.org/pdf/1702.00993v1,No journal ref found,none,cs.NE,Summary10472,1702.02217v1,2017-02-07T22:20:43Z,Multitask Evolution with Cartesian Genetic Programming,"Eric O. Scott, Kenneth A. De Jong",http://arxiv.org/pdf/1702.02217v1,No journal ref found,none,cs.NE,Summary10473,1702.03180v4,2017-02-10T14:24:16Z,Stochastic Configuration Networks: Fundamentals and Algorithms,"Dianhui Wang, Ming Li",http://arxiv.org/pdf/1702.03180v4,No journal ref found,none,cs.NE,Summary10474,1702.03389v1,2017-02-11T06:39:38Z,Whale swarm algorithm for function optimization,"Bing Zeng, Liang Gao, Xinyu Li",http://arxiv.org/pdf/1702.03389v1,No journal ref found,none,cs.NE,Summary10475,1702.05308v1,2017-02-17T11:47:50Z,Hierarchy Influenced Differential Evolution: A Motor Operation Inspired Approach,"Shubham Dokania, Ayush Chopra, Feroz Ahmad, Om Prakash Verma",http://arxiv.org/pdf/1702.05308v1,No journal ref found,none,cs.NE,Summary10476,1702.05441v1,2017-02-07T09:31:41Z,Toward Abstraction from Multi-modal Data: Empirical Studies on Multiple Time-scale Recurrent Models,"Junpei Zhong, Angelo Cangelosi, Tetsuya Ogata",http://arxiv.org/pdf/1702.05441v1,No journal ref found,none,cs.NE,Summary10477,1702.07805v1,2017-02-24T23:48:11Z,Revisiting NARX Recurrent Neural Networks for Long-Term Dependencies,"Robert DiPietro, Nassir Navab, Gregory D. Hager",http://arxiv.org/pdf/1702.07805v1,No journal ref found,none,cs.NE,Summary10478,1702.08727v1,2017-02-28T10:19:51Z,Improving the Neural GPU Architecture for Algorithm Learning,"Karlis Freivalds, Renars Liepins",http://arxiv.org/pdf/1702.08727v1,No journal ref found,none,cs.NE,Summary10479,1703.01887v1,2017-02-27T02:19:51Z,Co-evolutionary multi-task learning for dynamic time series prediction,"Rohitash Chandra, Yew-Soon Ong, Chi-Keong Goh",http://arxiv.org/pdf/1703.01887v1,No journal ref found,none,cs.NE,Summary10480,1703.01909v1,2017-03-06T14:55:59Z,Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System,"Sebastian Schmitt, Johann Klaehn, Guillaume Bellec, Andreas Gruebl, Maurice Guettler, Andreas Hartel, Stephan Hartmann, Dan Husmann, Kai Husmann, Vitali Karasenko, Mitja Kleider, Christoph Koke, Christian Mauch, Eric Mueller, Paul Mueller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, Karlheinz Meier",http://arxiv.org/pdf/1703.01909v1,No journal ref found,none,cs.NE,Summary10481,cs/0410071v1,2004-10-27T09:14:01Z,The Cyborg Astrobiologist: First Field Experience,"Patrick C. McGuire, Jens Ormo, Enrique Diaz-Martinez, Jose Antonio Rodriguez-Manfredi, Javier Gomez-Elvira, Helge Ritter, Markus Oesker, Joerg Ontrup",http://arxiv.org/pdf/cs/0410071v1,Int.J.Astrobiol. 3 (2004) 189-207,none,cs.CV,Summary10482,cs/0505058v1,2005-05-23T09:55:37Z,The Cyborg Astrobiologist: Scouting Red Beds for Uncommon Features with Geological Significance,"Patrick C. McGuire, Enrique Diaz-Martinez, Jens Ormo, Javier Gomez-Elvira, Jose A. Rodriguez-Manfredi, Eduardo Sebastian-Martinez, Helge Ritter, Robert Haschke, Markus Oesker, Joerg Ontrup",http://arxiv.org/pdf/cs/0505058v1,"Int.J.Astrobiol.4:101-113,2005",none,cs.CV,Summary10483,0707.0808v1,2007-07-05T15:19:37Z,The Cyborg Astrobiologist: Porting from a wearable computer to the Astrobiology Phone-cam,"Alexandra Bartolo, Patrick C. McGuire, Kenneth P. Camilleri, Christopher Spiteri, Jonathan C. Borg, Philip J. Farrugia, Jens Ormo, Javier Gomez-Elvira, Jose Antonio Rodriguez-Manfredi, Enrique Diaz-Martinez, Helge Ritter, Robert Haschke, Markus Oesker, Joerg Ontrup",http://arxiv.org/pdf/0707.0808v1,"International Journal of Astrobiology, vol. 6, issue 4, pp. 255-261 (2007)",none,cs.CV,Summary10484,0907.2079v1,2009-07-13T00:45:51Z,An Augmented Lagrangian Approach for Sparse Principal Component Analysis,"Zhaosong Lu, Yong Zhang",http://arxiv.org/pdf/0907.2079v1,No journal ref found,none,math.OC,Summary10485,cs/9809020v1,1998-09-15T23:49:32Z,Linear Segmentation and Segment Significance,"Min-Yen Kan, Judith L. Klavans, Kathleen R. McKeown",http://arxiv.org/pdf/cs/9809020v1,"Proceedings of 6th International Workshop of Very Large Corpora (WVLC-6), Montreal, Quebec, Canada: Aug. 1998. pp. 197-205",none,cs.CL,Summary10486,cs/9809022v1,1998-09-17T11:10:14Z,"Modelling Users, Intentions, and Structure in Spoken Dialog","Bernd Ludwig, Guenther Goerz, Heinrich Niemann",http://arxiv.org/pdf/cs/9809022v1,No journal ref found,none,cs.CL,Summary10487,cs/9809024v2,1998-09-18T00:33:47Z,A Lexicalized Tree Adjoining Grammar for English,XTAG Research Group,http://arxiv.org/pdf/cs/9809024v2,No journal ref found,none,cs.CL,Summary10488,cs/9809028v1,1998-09-18T04:44:02Z,Separating Dependency from Constituency in a Tree Rewriting System,Anoop Sarkar,http://arxiv.org/pdf/cs/9809028v1,"In Proceedings of the Fifth Meeting on Mathematics of Language, Saarbruecken, August 1997",none,cs.CL,Summary10489,cs/9809029v1,1998-09-18T05:03:48Z,Incremental Parser Generation for Tree Adjoining Grammars,Anoop Sarkar,http://arxiv.org/pdf/cs/9809029v1,"Longer version of paper in Proceedings of the 34th Meeting of the ACL, Student Session. Santa Cruz, June 1996",none,cs.CL,Summary10490,cs/9809050v1,1998-09-23T12:59:39Z,"A Freely Available Morphological Analyzer, Disambiguator and Context Sensitive Lemmatizer for German","Wolfgang Lezius, Reinhard Rapp, Manfred Wettler",http://arxiv.org/pdf/cs/9809050v1,"Proceedings of the COLING-ACL 1998, pp. 743-748",none,cs.CL,Summary10491,cs/9809112v1,1998-09-28T07:49:11Z,On the Evaluation and Comparison of Taggers: The Effect of Noise in Testing Corpora,"L. Padro, L. Marquez",http://arxiv.org/pdf/cs/9809112v1,No journal ref found,none,cs.CL,Summary10492,cs/9809113v1,1998-09-28T07:50:55Z,Improving Tagging Performance by Using Voting Taggers,"L. Marquez, L. Padro, H. Rodriguez",http://arxiv.org/pdf/cs/9809113v1,No journal ref found,none,cs.CL,Summary10493,cs/9810014v1,1998-10-13T20:33:05Z,Resources for Evaluation of Summarization Techniques,"Judith L. Klavans, Kathleen R. McKeown, Min-Yen Kan, Susan Lee",http://arxiv.org/pdf/cs/9810014v1,"in Proc. of First International Conference on Language Resources and Evaluation, Rubio, Gallardo, Castro, and Tejada (eds.), Granada, Spain, 1998",none,cs.CL,Summary10494,cs/9811008v1,1998-11-02T21:29:41Z,Translating near-synonyms: Possibilities and preferences in the interlingua,Philip Edmonds,http://arxiv.org/pdf/cs/9811008v1,"Proceedings of the AMTA/SIG-IL Second Workshop on Interlinguas, October 1998",none,cs.CL,Summary10495,cs/9811016v1,1998-11-11T11:06:34Z,Comparing a statistical and a rule-based tagger for German,"Martin Volk, Gerold Schneider",http://arxiv.org/pdf/cs/9811016v1,No journal ref found,none,cs.CL,Summary10496,cs/9811025v2,1998-11-13T16:53:15Z,A Structured Language Model,Ciprian Chelba,http://arxiv.org/pdf/cs/9811025v2,No journal ref found,none,cs.CL,Summary10497,cs/9812001v3,1998-12-01T11:43:32Z,A Probabilistic Approach to Lexical Semantic Knowledge Acquisition and S tructural Disambiguation,Hang LI,http://arxiv.org/pdf/cs/9812001v3,No journal ref found,none,cs.CL,Summary10498,cs/9812018v1,1998-12-16T16:37:01Z,A Flexible Shallow Approach to Text Generation,"Stephan Busemann, Helmut Horacek",http://arxiv.org/pdf/cs/9812018v1,"Proc. 9th International Workshop on Natural Language Generation, Niagara-on-the-Lake, Canada, August 1998, 238-247",none,cs.CL,Summary10499,cs/9901005v1,1999-01-13T17:37:00Z,An Empirical Approach to Temporal Reference Resolution (journal version),"Janyce Wiebe, Thomas P. OHara, Thorsten Ohrstrom-Sandgren, Kenneth K. McKeever",http://arxiv.org/pdf/cs/9901005v1,"Journal of Artificial Intelligence Research (JAIR), 9:247-293",none,cs.CL,Summary10500,cs/9902001v1,1999-01-31T18:57:45Z,Compacting the Penn Treebank Grammar,"Alexander Krotov, Mark Hepple, Robert Gaizauskas, Yorick Wilks",http://arxiv.org/pdf/cs/9902001v1,"In Proceedings of COLING-98 (Montreal), pages 699-703",none,cs.CL,Summary10501,cs/9902029v1,1999-02-25T14:41:24Z,"The ""Fodor""-FODOR fallacy bites back",Yorick Wilks,http://arxiv.org/pdf/cs/9902029v1,No journal ref found,none,cs.CL,Summary10502,cs/9902030v1,1999-02-25T14:41:32Z,Is Word Sense Disambiguation just one more NLP task?,Yorick Wilks,http://arxiv.org/pdf/cs/9902030v1,No journal ref found,none,cs.CL,Summary10503,cs/9903003v1,1999-03-02T12:30:55Z,A Formal Framework for Linguistic Annotation,"Steven Bird, Mark Liberman",http://arxiv.org/pdf/cs/9903003v1,No journal ref found,none,cs.CL,Summary10504,cs/9903008v1,1999-03-05T22:03:13Z,Empirically Evaluating an Adaptable Spoken Dialogue System,"Diane J. Litman, Shimei Pan",http://arxiv.org/pdf/cs/9903008v1,No journal ref found,none,cs.CL,Summary10505,cs/9904008v1,1999-04-15T14:00:41Z,Transducers from Rewrite Rules with Backreferences,"Dale Gerdemann, Gertjan van Noord",http://arxiv.org/pdf/cs/9904008v1,No journal ref found,none,cs.CL,Summary10506,cs/9904009v1,1999-04-15T16:03:27Z,An ascription-based approach to speech acts,"Mark Lee, Yorick Wilks",http://arxiv.org/pdf/cs/9904009v1,"Proceedings of COLING`96, Copenhagen. (1996)",none,cs.CL,Summary10507,cs/9904018v1,1999-04-24T23:45:26Z,A Computational Memory and Processing Model for Processing,Janet E. Cahn,http://arxiv.org/pdf/cs/9904018v1,No journal ref found,none,cs.CL,Summary10508,cs/9905001v1,1999-05-02T20:48:21Z,Supervised Grammar Induction Using Training Data with Limited Constituent Information,Rebecca Hwa,http://arxiv.org/pdf/cs/9905001v1,No journal ref found,none,cs.CL,Summary10509,cs/9906003v1,1999-06-02T12:03:14Z,The syntactic processing of particles in Japanese spoken language,Melanie Siegel,http://arxiv.org/pdf/cs/9906003v1,"Proceedings of the 13th Pacific Asia Conference on Language, Information and Computation. 1999",none,cs.CL,Summary10510,cs/9906009v1,1999-06-06T17:36:34Z,Cascaded Markov Models,Thorsten Brants,http://arxiv.org/pdf/cs/9906009v1,"Proceedings of EACL-99, Bergen, Norway",none,cs.CL,Summary10511,cs/9906014v1,1999-06-14T10:06:31Z,Evaluation of the NLP Components of the OVIS2 Spoken Dialogue System,"Gert Veldhuijzen van Zanten, Gosse Bouma, Khalil Simaan, Gertjan van Noord, Remko Bonnema",http://arxiv.org/pdf/cs/9906014v1,No journal ref found,none,cs.CL,Summary10512,cs/9906015v1,1999-06-14T22:06:24Z,Learning Transformation Rules to Find Grammatical Relations,"Lisa Ferro, Marc Vilain, Alexander Yeh",http://arxiv.org/pdf/cs/9906015v1,"Computational Natural Language Learning (CoNLL-99), pages 43-52, June, 1999. Bergen, Norway",none,cs.CL,Summary10513,cs/9906020v1,1999-06-22T08:28:26Z,Temporal Meaning Representations in a Natural Language Front-End,I. Androutsopoulos,http://arxiv.org/pdf/cs/9906020v1,"In Gergatsoulis, M. and Rondogiannis, P. (Eds.), Intensional Programming II (Proceedings of the 12th International Symposium on Languages for Intensional Programming, Athens, Greece, 1999), pp. 197-213, World Scientific, 2000.",none,cs.CL,Summary10514,cs/9906025v1,1999-06-24T16:56:45Z,Mapping Multilingual Hierarchies Using Relaxation Labeling,"J. Daude, L. Padro, G. Rigau",http://arxiv.org/pdf/cs/9906025v1,No journal ref found,none,cs.CL,Summary10515,cs/9906026v1,1999-06-25T08:16:23Z,Robust Grammatical Analysis for Spoken Dialogue Systems,"Gertjan van Noord, Gosse Bouma, Rob Koeling, Mark-Jan Nederhof",http://arxiv.org/pdf/cs/9906026v1,No journal ref found,none,cs.CL,Summary10516,cs/9906034v1,1999-06-30T23:06:09Z,A Unified Example-Based and Lexicalist Approach to Machine Translation,"Davide Turcato, Paul McFetridge, Fred Popowich, Janine Toole",http://arxiv.org/pdf/cs/9906034v1,No journal ref found,none,cs.CL,Summary10517,cs/9907003v1,1999-07-05T14:51:26Z,Annotation graphs as a framework for multidimensional linguistic data analysis,"Steven Bird, Mark Liberman",http://arxiv.org/pdf/cs/9907003v1,No journal ref found,none,cs.CL,Summary10518,cs/9907007v2,1999-07-06T16:25:46Z,Cross-Language Information Retrieval for Technical Documents,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/9907007v2,"Proceedings of the Joint ACL SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, pp.29-37, 1999",none,cs.CL,Summary10519,cs/9907008v1,1999-07-06T18:35:41Z,Explanation-based Learning for Machine Translation,"Janine Toole, Fred Popowich, Devlan Nicholson, Davide Turcato, Paul McFetridge",http://arxiv.org/pdf/cs/9907008v1,No journal ref found,none,cs.CL,Summary10520,cs/9907010v1,1999-07-07T09:28:40Z,Language Identification With Confidence Limits,David Elworthy,http://arxiv.org/pdf/cs/9907010v1,No journal ref found,none,cs.CL,Summary10521,cs/9907012v1,1999-07-08T09:46:37Z,Selective Magic HPSG Parsing,Guido Minnen,http://arxiv.org/pdf/cs/9907012v1,"Proceedings of EACL99, Bergen, Norway, June 8-11",none,cs.CL,Summary10522,cs/9907013v1,1999-07-08T10:08:59Z,Corpus Annotation for Parser Evaluation,"John Carroll, Guido Minnen, Ted Briscoe",http://arxiv.org/pdf/cs/9907013v1,"Proceedings of the EACL99 workshop on Linguistically Interpreted Corpora (LINC), Bergen, Norway, June 12",none,cs.CL,Summary10523,cs/9907017v1,1999-07-09T22:39:52Z,A Bootstrap Approach to Automatically Generating Lexical Transfer Rules,"Davide Turcato, Paul McFetridge, Fred Popowich, Janine Toole",http://arxiv.org/pdf/cs/9907017v1,No journal ref found,none,cs.CL,Summary10524,cs/9907021v1,1999-07-14T09:21:16Z,Architectural Considerations for Conversational Systems -- The Verbmobil/INTARC Experience,"Guenther Goerz, Joerg Spilker, Volker Strom, Hans Weber",http://arxiv.org/pdf/cs/9907021v1,No journal ref found,none,cs.CL,Summary10525,cs/9910020v1,1999-10-23T11:19:35Z,Selective Sampling for Example-based Word Sense Disambiguation,"Atsushi Fujii, Kentaro Inui, Takenobu Tokunaga, Hozumi Tanaka",http://arxiv.org/pdf/cs/9910020v1,"Computational Linguistics, Vol.24, No.4, pp.573-597, 1998",none,cs.CL,Summary10526,cs/9910022v1,1999-10-25T15:00:52Z,Practical experiments with regular approximation of context-free languages,Mark-Jan Nederhof,http://arxiv.org/pdf/cs/9910022v1,No journal ref found,none,cs.CL,Summary10527,cs/9911006v1,1999-11-15T05:48:03Z,Question Answering System Using Syntactic Information,"M. Murata, M. Utiyama, H. Isahara",http://arxiv.org/pdf/cs/9911006v1,No journal ref found,none,cs.CL,Summary10528,cs/9911011v1,1999-11-19T16:10:51Z,One-Level Prosodic Morphology,Markus Walther,http://arxiv.org/pdf/cs/9911011v1,No journal ref found,none,cs.CL,Summary10529,cs/9912009v1,1999-12-15T11:02:22Z,Deduction over Mixed-Level Logic Representations for Text Passage Retrieval,Michael Hess,http://arxiv.org/pdf/cs/9912009v1,"IEEE Computer Society Press, 1996. 383-390",none,cs.CL,Summary10530,cs/9912017v1,1999-12-23T15:48:26Z,Mixed-Level Knowledge Representation and Variable-Depth Inference in Natural Language Processing,Michael Hess,http://arxiv.org/pdf/cs/9912017v1,"International Journal on Artificial Intelligence Tools (IJAIT), vol 6, no 4, 1997. 481-509",none,cs.CL,Summary10531,cs/0001012v1,2000-01-18T23:19:22Z,Measures of Distributional Similarity,Lillian Lee,http://arxiv.org/pdf/cs/0001012v1,"37th Annual Meeting of the ACL, 1999, pp. 25-32",none,cs.CL,Summary10532,cs/0001020v1,2000-01-24T20:18:16Z,Exploiting Syntactic Structure for Natural Language Modeling,Ciprian Chelba,http://arxiv.org/pdf/cs/0001020v1,No journal ref found,none,cs.CL,Summary10533,cs/0001021v1,2000-01-24T20:55:17Z,Refinement of a Structured Language Model,"Ciprian Chelba, Frederick Jelinek",http://arxiv.org/pdf/cs/0001021v1,"Proceedings of the International Conference on Advances in Pattern Recognition, 1998, pp. 275-284, Plymouth, UK",none,cs.CL,Summary10534,cs/0001022v1,2000-01-24T21:18:37Z,Recognition Performance of a Structured Language Model,"Ciprian Chelba, Frederick Jelinek",http://arxiv.org/pdf/cs/0001022v1,"Proceedings of Eurospeech, 1999, pp. 1567-1570, Budapest, Hungary",none,cs.CL,Summary10535,cs/0002007v1,2000-02-11T19:17:18Z,Requirements of Text Processing Lexicons,K. Litkowski,http://arxiv.org/pdf/cs/0002007v1,"Proceedings of the 18th Annual Meeting of the Association for Computational Linguistics, Philadelphia, PA (1980), pp. 153-4",none,cs.CL,Summary10536,cs/0002017v1,2000-02-27T04:09:59Z,An Usage Measure Based on Psychophysical Relations,V. Kromer,http://arxiv.org/pdf/cs/0002017v1,No journal ref found,none,cs.CL,Summary10537,cs/0003055v1,2000-03-13T09:55:08Z,TnT - A Statistical Part-of-Speech Tagger,Thorsten Brants,http://arxiv.org/pdf/cs/0003055v1,"Proceedings of ANLP-2000, Seattle, WA",none,cs.CL,Summary10538,cs/0003060v1,2000-03-14T13:09:28Z,Message Classification in the Call Center,"Stephan Busemann, Sven Schmeier, Roman G. Arens",http://arxiv.org/pdf/cs/0003060v1,"Proceedings of ANLP-2000, Seattle, WA",none,cs.CL,Summary10539,cs/0003074v1,2000-03-23T11:29:15Z,A Finite State and Data-Oriented Method for Grapheme to Phoneme Conversion,Gosse Bouma,http://arxiv.org/pdf/cs/0003074v1,"Proceedings of NAACL-2000, Seattle, WA",none,cs.CL,Summary10540,cs/0003081v1,2000-03-29T16:35:58Z,Variable Word Rate N-grams,"Yoshihiko Gotoh, Steve Renals",http://arxiv.org/pdf/cs/0003081v1,No journal ref found,none,cs.CL,Summary10541,cs/0003083v1,2000-03-30T16:56:02Z,Advances in domain independent linear text segmentation,Freddy Y. Y. Choi,http://arxiv.org/pdf/cs/0003083v1,No journal ref found,none,cs.CL,Summary10542,cs/0003084v1,2000-03-30T16:52:50Z,Information Extraction from Broadcast News,"Yoshihiko Gotoh, Steve Renals",http://arxiv.org/pdf/cs/0003084v1,No journal ref found,none,cs.CL,Summary10543,cs/0004016v1,2000-04-28T03:18:09Z,Looking at discourse in a corpus: The role of lexical cohesion,Tony Berber Sardinha,http://arxiv.org/pdf/cs/0004016v1,No journal ref found,none,cs.CL,Summary10544,cs/0005006v1,2000-05-07T00:15:59Z,A Simple Approach to Building Ensembles of Naive Bayesian Classifiers for Word Sense Disambiguation,Ted Pedersen,http://arxiv.org/pdf/cs/0005006v1,No journal ref found,none,cs.CL,Summary10545,cs/0005015v1,2000-05-10T11:58:12Z,Noun Phrase Recognition by System Combination,Erik F. Tjong Kim Sang,http://arxiv.org/pdf/cs/0005015v1,"Proceedings of NAACL 2000, Seattle, WA, USA",none,cs.CL,Summary10546,cs/0005016v1,2000-05-10T14:51:14Z,Improving Testsuites via Instrumentation,Norbert Broeker,http://arxiv.org/pdf/cs/0005016v1,"Proc. ANLP--NAACL, Seattle/WA, Apr29--May4 2000, pp.325-330",none,cs.CL,Summary10547,cs/0005025v1,2000-05-22T14:07:28Z,Finite-State Reduplication in One-Level Prosodic Morphology,Markus Walther,http://arxiv.org/pdf/cs/0005025v1,"Proc. NAACL-2000, Seattle/WA, pp.296-302",none,cs.CL,Summary10548,cs/0006003v1,2000-06-01T18:42:24Z,Exploiting Diversity in Natural Language Processing: Combining Parsers,"John C. Henderson, Eric Brill",http://arxiv.org/pdf/cs/0006003v1,"Proceedings of the Fourth Conference on Empirical Methods in Natural Language Processing (EMNLP-99), pages 187-194. College Park, Maryland, USA. June, 1999",none,cs.CL,Summary10549,cs/0006011v1,2000-06-05T18:04:51Z,Bagging and Boosting a Treebank Parser,"John C. Henderson, Eric Brill",http://arxiv.org/pdf/cs/0006011v1,"Proceedings of the 1st Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-2000), pages 34-41",none,cs.CL,Summary10550,cs/0006012v1,2000-06-05T21:33:03Z,Exploiting Diversity for Natural Language Parsing,John C. Henderson,http://arxiv.org/pdf/cs/0006012v1,No journal ref found,none,cs.CL,Summary10551,cs/0006017v1,2000-06-09T17:28:40Z,Turning Speech Into Scripts,"Manny Rayner, Beth Ann Hockey, Frankie James",http://arxiv.org/pdf/cs/0006017v1,"AAAI Spring Symposium on Natural Dialogues with Practical Robotic Devices, March 20-22, 2000. Stanford, CA",none,cs.CL,Summary10552,cs/0006019v1,2000-06-09T21:41:54Z,A Compact Architecture for Dialogue Management Based on Scripts and Meta-Outputs,"Manny Rayner, Beth Ann Hockey, Frankie James",http://arxiv.org/pdf/cs/0006019v1,"Language Technology Joint Conference ANLP-NAACL 2000. 29 April - 4 May 2000, Seattle, WA",none,cs.CL,Summary10553,cs/0006020v1,2000-06-09T20:49:03Z,A Comparison of the XTAG and CLE Grammars for English,"Beth Ann Hockey, Manny Rayner, Frankie James",http://arxiv.org/pdf/cs/0006020v1,No journal ref found,none,cs.CL,Summary10554,cs/0006021v1,2000-06-09T22:03:10Z,Compiling Language Models from a Linguistically Motivated Unification Grammar,"Manny Rayner, Beth Ann Hockey, Frankie James, Elizabeth O. Bratt, Sharon Goldwater, Mark Gawron",http://arxiv.org/pdf/cs/0006021v1,No journal ref found,none,cs.CL,Summary10555,cs/0006023v2,2000-06-11T06:06:10Z,Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech,"A. Stolcke, K. Ries, N. Coccaro, E. Shriberg, R. Bates, D. Jurafsky, P. Taylor, R. Martin, C. Van Ess-Dykema, M. Meteer",http://arxiv.org/pdf/cs/0006023v2,"Computational Linguistics 26(3), 339-373, September 2000",none,cs.CL,Summary10556,cs/0006024v1,2000-06-11T06:00:11Z,Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech?,"E. Shriberg, R. Bates, A. Stolcke, P. Taylor, D. Jurafsky, K. Ries, N. Coccaro, R. Martin, M. Meteer, C. Van Ess-Dykema",http://arxiv.org/pdf/cs/0006024v1,"Language and Speech 41(3-4), 439-487, 1998",none,cs.CL,Summary10557,cs/0006025v1,2000-06-11T18:20:20Z,Entropy-based Pruning of Backoff Language Models,A. Stolcke,http://arxiv.org/pdf/cs/0006025v1,"Proceedings DARPA Broadcast News Transcription and Understanding Workshop, pp. 270-274, Lansdowne, VA, 1998",none,cs.CL,Summary10558,cs/0006028v1,2000-06-13T21:06:27Z,Trainable Methods for Surface Natural Language Generation,Adwait Ratnaparkhi,http://arxiv.org/pdf/cs/0006028v1,Proceedings of the 1st Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL 2000). Pages 194--201,none,cs.CL,Summary10559,cs/0006036v1,2000-06-27T04:39:57Z,Prosody-Based Automatic Segmentation of Speech into Sentences and Topics,"E. Shriberg, A. Stolcke, D. Hakkani-Tur, G. Tur",http://arxiv.org/pdf/cs/0006036v1,"Speech Communication 32(1-2), 127-154, September 2000",none,cs.CL,Summary10560,cs/0006038v1,2000-06-28T10:06:02Z,Approximation and Exactness in Finite State Optimality Theory,"Dale Gerdemann, Gertjan van Noord",http://arxiv.org/pdf/cs/0006038v1,No journal ref found,none,cs.CL,Summary10561,cs/0006044v1,2000-06-30T13:22:33Z,Finite-State Non-Concatenative Morphotactics,"Kenneth R. Beesley, Lauri Karttunen",http://arxiv.org/pdf/cs/0006044v1,No journal ref found,none,cs.CL,Summary10562,cs/0007009v1,2000-07-06T14:15:26Z,Incremental construction of minimal acyclic finite-state automata,"Jan Daciuk, Stoyan Mihov, Bruce Watson, Richard Watson",http://arxiv.org/pdf/cs/0007009v1,"Computational Linguistics, Vol. 26, Number 1, March 2000",none,cs.CL,Summary10563,cs/0007018v1,2000-07-13T12:46:00Z,Bootstrapping a Tagged Corpus through Combination of Existing Heterogeneous Taggers,"Jakub Zavrel, Walter Daelemans",http://arxiv.org/pdf/cs/0007018v1,"Proceedings of the 2nd International Conference on Language Resources and Evaluation (LREC 2000), pp. 17--20",none,cs.CL,Summary10564,cs/0007022v1,2000-07-13T18:26:38Z,ATLAS: A flexible and extensible architecture for linguistic annotation,"Steven Bird, David Day, John Garofolo, John Henderson, Christophe Laprun, Mark Liberman",http://arxiv.org/pdf/cs/0007022v1,"Proceedings of the Second International Conference on Language Resources and Evaluation, pp. 1699-1706, Paris: European Language Resources Association, 2000",none,cs.CL,Summary10565,cs/0007024v1,2000-07-13T18:51:48Z,"Many uses, many annotations for large speech corpora: Switchboard and TDT as case studies","David Graff, Steven Bird",http://arxiv.org/pdf/cs/0007024v1,"Proceedings of the Second International Conference on Language Resources and Evaluation, pp. 427-433, Paris: European Language Resources Association, 2000",none,cs.CL,Summary10566,cs/0007031v2,2000-07-21T06:07:31Z,Parameter-free Model of Rank Polysemantic Distribution,Victor Kromer,http://arxiv.org/pdf/cs/0007031v2,"Proceedings of the 4th conference of the International Quantitative Linguistics Association (QUALICO 2000). Prague, August 24-26, 2000. P. 21-22.The full version (in Russian) is available in Web Journal FCCL. See URL http://fccl.ksu.ru/fcclpap.htm",none,cs.CL,Summary10567,cs/0007036v1,2000-07-25T17:40:00Z,"Language identification of controlled systems: Modelling, control and anomaly detection","J. F. Martins, J. A. Dente, A. J. Pires, R. Vilela Mendes",http://arxiv.org/pdf/cs/0007036v1,"IEEE Trans. in Systems, Man and Cybernetics 31 (2001) 234",none,cs.CL,Summary10568,cs/0008003v1,2000-08-07T16:06:15Z,Interfacing Constraint-Based Grammars and Generation Algorithms,Stephan Busemann,http://arxiv.org/pdf/cs/0008003v1,"Proc. Workshop on Analysis for Generation, 1st International Natural Language Generation Conference, Mitzpe Ramon, Israel, June 12, 2000. pp. 14-21",none,cs.CL,Summary10569,cs/0008004v1,2000-08-08T22:42:51Z,Comparing two trainable grammatical relations finders,Alexander Yeh,http://arxiv.org/pdf/cs/0008004v1,"18th International Conference on Computational Linguistics (COLING 2000), pages 1146-1150, Saarbruecken, Germany, July, 2000",none,cs.CL,Summary10570,cs/0008005v1,2000-08-08T23:52:02Z,More accurate tests for the statistical significance of result differences,Alexander Yeh,http://arxiv.org/pdf/cs/0008005v1,"18th International Conference on Computational Linguistics (COLING 2000), pages 947-953, Saarbruecken, Germany, July, 2000",none,cs.CL,Summary10571,cs/0008007v1,2000-08-10T03:21:33Z,Tagger Evaluation Given Hierarchical Tag Sets,"I. Dan Melamed, Philip Resnik",http://arxiv.org/pdf/cs/0008007v1,Computers and the Humanities 34(1-2). Special issue on SENSEVAL. pp. 79-84,none,cs.CL,Summary10572,cs/0008012v1,2000-08-17T13:13:42Z,Applying System Combination to Base Noun Phrase Identification,"Erik F. Tjong Kim Sang, Walter Daelemans, Herve Dejean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok, Dan Roth",http://arxiv.org/pdf/cs/0008012v1,"Proceedings of COLING 2000, Saarbruecken, Germany",none,cs.CL,Summary10573,cs/0008013v1,2000-08-18T12:06:36Z,Meta-Learning for Phonemic Annotation of Corpora,"Veronique Hoste, Walter Daelemans, Erik Tjong Kim Sang, Steven Gillis",http://arxiv.org/pdf/cs/0008013v1,"Proceedings of ICML-2000, Stanford University, CA, USA",none,cs.CL,Summary10574,cs/0008014v1,2000-08-18T13:56:10Z,Aspects of Pattern-Matching in Data-Oriented Parsing,Guy De Pauw,http://arxiv.org/pdf/cs/0008014v1,Proceedings of the 18th International Conference on Computational Linguistics,none,cs.CL,Summary10575,cs/0008015v1,2000-08-18T16:07:17Z,Temiar Reduplication in One-Level Prosodic Morphology,Markus Walther,http://arxiv.org/pdf/cs/0008015v1,No journal ref found,none,cs.CL,Summary10576,cs/0008017v1,2000-08-21T19:27:18Z,Efficient probabilistic top-down and left-corner parsing,"Brian Roark, Mark Johnson",http://arxiv.org/pdf/cs/0008017v1,"Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, 1999, pages 421-428",none,cs.CL,Summary10577,cs/0008021v1,2000-08-22T15:16:22Z,Compact non-left-recursive grammars using the selective left-corner transform and factoring,"Mark Johnson, Brian Roark",http://arxiv.org/pdf/cs/0008021v1,"Proceedings of the 18th International Conference on Computational Linguistics (COLING), 2000, pages 355-361",none,cs.CL,Summary10578,cs/0008023v1,2000-08-23T07:38:22Z,Selectional Restrictions in HPSG,"Ion Androutsopoulos, Robert Dale",http://arxiv.org/pdf/cs/0008023v1,"Proceedings of the 18th International Conference on Computational Linguistics (COLING), Saarbrucken, Germany, 31 July - 4 August 2000, pages 15-20",none,cs.CL,Summary10579,cs/0008024v1,2000-08-23T12:38:08Z,Estimation of Stochastic Attribute-Value Grammars using an Informative Sample,Miles Osborne,http://arxiv.org/pdf/cs/0008024v1,"Coling 2000, Saarbr\""{u}cken, Germany. pp 586--592",none,cs.CL,Summary10580,cs/0008026v1,2000-08-24T13:28:25Z,Noun-phrase co-occurrence statistics for semi-automatic semantic lexicon construction,"Brian Roark, Eugene Charniak",http://arxiv.org/pdf/cs/0008026v1,"Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING-ACL), 1998, pages 1110-1116",none,cs.CL,Summary10581,cs/0008027v1,2000-08-24T16:38:53Z,"Measuring efficiency in high-accuracy, broad-coverage statistical parsing","Brian Roark, Eugene Charniak",http://arxiv.org/pdf/cs/0008027v1,"Proceedings of the COLING 2000 Workshop on Efficiency in Large-Scale Parsing Systems, 2000, pages 29-36",none,cs.CL,Summary10582,cs/0008028v1,2000-08-25T17:23:07Z,Estimators for Stochastic ``Unification-Based Grammars,"Mark Johnson, Stuart Geman, Stephen Canon, Zhiyi Chi, Stefan Riezler",http://arxiv.org/pdf/cs/0008028v1,"Proc 37th Annual Conference of the Association for Computational Linguistics, 1999, pages 535-541",none,cs.CL,Summary10583,cs/0008029v1,2000-08-25T17:31:53Z,Exploiting auxiliary distributions in stochastic unification-based grammars,"Mark Johnson, Stefan Riezler",http://arxiv.org/pdf/cs/0008029v1,"Proc 1st NAACL, 2000, pages 154-161",none,cs.CL,Summary10584,cs/0008030v1,2000-08-28T08:10:14Z,Metonymy Interpretation Using X NO Y Examples,"Masaki Murata, Qing Ma, Atsumu Yamamoto, Hitoshi Isahara",http://arxiv.org/pdf/cs/0008030v1,"SNLP2000, Chiang Mai, Thailand, May 10, 2000",none,cs.CL,Summary10585,cs/0008032v1,2000-08-28T08:27:22Z,Japanese Probabilistic Information Retrieval Using Location and Category Information,"Masaki Murata, Qing Ma, Kiyotaka Uchimoto, Hiromi Ozaku, Masao Utiyama, Hitoshi Isahara",http://arxiv.org/pdf/cs/0008032v1,No journal ref found,none,cs.CL,Summary10586,cs/0008033v1,2000-08-28T19:51:32Z,Temporal Expressions in Japanese-to-English Machine Translation,"Francis Bond, Kentaro Ogura, Hajime Uchino",http://arxiv.org/pdf/cs/0008033v1,"Seventh International Conference on Theoretical and Methodological Issues in Machine Translation: TMI-97, Santa Fe, July 1997, pp 55--62",none,cs.CL,Summary10587,cs/0008034v1,2000-08-30T13:14:58Z,Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training,"Stefan Riezler, Detlef Prescher, Jonas Kuhn, Mark Johnson",http://arxiv.org/pdf/cs/0008034v1,"Proceedings of the 38th Annual Meeting of the ACL, 2000",none,cs.CL,Summary10588,cs/0008035v1,2000-08-30T13:24:06Z,Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution,"Detlef Prescher, Stefan Riezler, Mats Rooth",http://arxiv.org/pdf/cs/0008035v1,"Proceedings of the 18th COLING, 2000",none,cs.CL,Summary10589,cs/0008036v1,2000-08-30T13:57:19Z,Probabilistic Constraint Logic Programming. Formal Foundations of Quantitative and Statistical Inference in Constraint-Based Natural Language Processing,Stefan Riezler,http://arxiv.org/pdf/cs/0008036v1,No journal ref found,none,cs.CL,Summary10590,cs/0009003v1,2000-09-08T15:48:53Z,Automatic Extraction of Subcategorization Frames for Czech,"Anoop Sarkar, Daniel Zeman",http://arxiv.org/pdf/cs/0009003v1,"Proceedings of the 18th International Conference on Computational Linguistics (Coling 2000), Universit",none,cs.CL,Summary10591,cs/0009008v1,2000-09-18T12:08:54Z,Introduction to the CoNLL-2000 Shared Task: Chunking,"Erik F. Tjong Kim Sang, Sabine Buchholz",http://arxiv.org/pdf/cs/0009008v1,"Proceedings of CoNLL-2000 and LLL-2000, Lisbon, Portugal",none,cs.CL,Summary10592,cs/0009011v1,2000-09-19T00:44:47Z,Anaphora Resolution in Japanese Sentences Using Surface Expressions and Examples,Masaki Murata,http://arxiv.org/pdf/cs/0009011v1,No journal ref found,none,cs.CL,Summary10593,cs/0009015v1,2000-09-20T13:23:17Z,A Tableaux Calculus for Ambiguous Quantification,"Christof Monz, Maarten de Rijke",http://arxiv.org/pdf/cs/0009015v1,No journal ref found,none,cs.CL,Summary10594,cs/0010012v1,2000-10-07T02:24:21Z,Finding consensus in speech recognition: word error minimization and other applications of confusion networks,"L. Mangu, E. Brill, A. Stolcke",http://arxiv.org/pdf/cs/0010012v1,"Computer Speech and Language 14(4), 373-400, October 2000",none,cs.CL,Summary10595,cs/0010020v1,2000-10-11T22:30:09Z,Using existing systems to supplement small amounts of annotated grammatical relations training data,Alexander Yeh,http://arxiv.org/pdf/cs/0010020v1,"38th Annual Meeting of the Association for Computational Linguistics (ACL-2000), pages 126-132, Hong Kong, October, 2000",none,cs.CL,Summary10596,cs/0010024v1,2000-10-17T08:31:48Z,Exploring automatic word sense disambiguation with decision lists and the Web,"Eneko Agirre, David Martinez",http://arxiv.org/pdf/cs/0010024v1,Procedings of the COLING 2000 Workshop on Semantic Annotation and Intelligent Content,none,cs.CL,Summary10597,cs/0010025v1,2000-10-17T09:05:27Z,Extraction of semantic relations from a Basque monolingual dictionary using Constraint Grammar,"Eneko Agirre, Olatz Ansa, Xabier Arregi, Xabier Artola, Arantza Diaz de Ilarraza, Mikel Lersundi, David Martinez, Kepa Sarasola, Ruben Urizar",http://arxiv.org/pdf/cs/0010025v1,Proceedings of EURALEX 2000,none,cs.CL,Summary10598,cs/0010026v1,2000-10-17T09:56:54Z,Enriching very large ontologies using the WWW,"Eneko Agirre, Olatz Ansa, Eduard Hovy, David Martinez",http://arxiv.org/pdf/cs/0010026v1,Procedings of the ECAI 2000 Workshop on Ontology Learning,none,cs.CL,Summary10599,cs/0010027v1,2000-10-17T10:26:33Z,One Sense per Collocation and Genre/Topic Variations,"David Martinez, Eneko Agirre",http://arxiv.org/pdf/cs/0010027v1,Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora 2000,none,cs.CL,Summary10600,cs/0010030v1,2000-10-23T15:14:02Z,Reduction of Intermediate Alphabets in Finite-State Transducer Cascades,Andre Kempe,http://arxiv.org/pdf/cs/0010030v1,"Proc. TALN 2000, pp. 207-215, Lausanne, Switzerland. October 16-18",none,cs.CL,Summary10601,cs/0011001v1,2000-11-02T09:02:12Z,Utilizing the World Wide Web as an Encyclopedia: Extracting Term Descriptions from Semi-Structured Texts,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0011001v1,"Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL-2000), pp.488-495, Oct. 2000",none,cs.CL,Summary10602,cs/0011002v1,2000-11-02T10:00:27Z,A Novelty-based Evaluation Method for Information Retrieval,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0011002v1,"Proceedings of the 2nd International Conference on Language Resources and Evaluation (LREC-2000), pp.1637-1641, Jun. 2000",none,cs.CL,Summary10603,cs/0011003v1,2000-11-02T10:32:08Z,Applying Machine Translation to Two-Stage Cross-Language Information Retrieval,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0011003v1,"Proceedings of the 4th Conference of the Association for Machine Translation in the Americas (AMTA-2000), pp.13-24, Oct. 2000",none,cs.CL,Summary10604,cs/0011020v2,2000-11-16T17:40:10Z,The Use of Instrumentation in Grammar Engineering,Norbert Broeker,http://arxiv.org/pdf/cs/0011020v2,"adapted from COLING2000, Saarbruecken/FRG, July31--Aug4 2000, pp.118-124",none,cs.CL,Summary10605,cs/0011034v1,2000-11-22T15:35:46Z,Semantic interpretation of temporal information by abductive inference,"Sven Verdoolaege, Marc Denecker, Ness Schelkens, Danny De Schreye, Frank Van Eynde",http://arxiv.org/pdf/cs/0011034v1,No journal ref found,none,cs.CL,Summary10606,cs/0011035v1,2000-11-23T08:41:52Z,Abductive reasoning with temporal information,"Sven Verdoolaege, Marc Denecker, Frank Van Eynde",http://arxiv.org/pdf/cs/0011035v1,No journal ref found,none,cs.CL,Summary10607,cs/0011040v1,2000-11-24T23:51:21Z,Do All Fragments Count?,Rens Bod,http://arxiv.org/pdf/cs/0011040v1,Technical Report COMP-11-12,none,cs.CL,Summary10608,cs/0102020v1,2001-02-22T21:05:01Z,Multi-Syllable Phonotactic Modelling,Anja Belz,http://arxiv.org/pdf/cs/0102020v1,"Jason Eisner, Lauri Karttunen and Alain Theriault (eds.), Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON), pp. 46-56. Luxembourg, August 2000",none,cs.CL,Summary10609,cs/0102021v1,2001-02-22T13:09:25Z,Taking Primitive Optimality Theory Beyond the Finite State,Daniel Albro,http://arxiv.org/pdf/cs/0102021v1,"Jason Eisner, Lauri Karttunen and Alain Theriault (eds.), Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON), pp. 57-67. Luxembourg, August 2000",none,cs.CL,Summary10610,cs/0102022v2,2001-02-22T14:10:20Z,Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON),"Jason Eisner, Lauri Karttunen, Alain Theriault",http://arxiv.org/pdf/cs/0102022v2,"Jason Eisner, Lauri Karttunen and Alain Theriault (eds.), Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON). Luxembourg, August 2000",none,cs.CL,Summary10611,cs/0103007v1,2001-03-08T06:30:27Z,"Two-parameter Model of Word Length ""Language - Genre""",Victor Kromer,http://arxiv.org/pdf/cs/0103007v1,No journal ref found,none,cs.CL,Summary10612,cs/0103013v1,2001-03-12T09:36:50Z,CRL at Ntcir2,"Masaki Murata, Masao Utiyama, Qing Ma, Hiromi Ozaku, Hitoshi Isahara",http://arxiv.org/pdf/cs/0103013v1,No journal ref found,none,cs.CL,Summary10613,cs/0103026v1,2001-03-29T23:08:33Z,A Decision Tree of Bigrams is an Accurate Predictor of Word Sense,Ted Pedersen,http://arxiv.org/pdf/cs/0103026v1,No journal ref found,none,cs.CL,Summary10614,cs/0104010v1,2001-04-03T23:22:17Z,Type Arithmetics: Computation based on the theory of types,Oleg Kiselyov,http://arxiv.org/pdf/cs/0104010v1,No journal ref found,none,cs.CL,Summary10615,cs/0104019v1,2001-04-27T22:50:31Z,Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation,"Radu Florian, David Yarowsky",http://arxiv.org/pdf/cs/0104019v1,"Proceedings of the 37th Annual Meeting of the ACL, pages 167-174, College Park, Maryland",none,cs.CL,Summary10616,cs/0104022v1,2001-04-30T15:12:52Z,Microplanning with Communicative Intentions: The SPUD System,"Matthew Stone, Christine Doran, Bonnie Webber, Tonia Bleam, Martha Palmer",http://arxiv.org/pdf/cs/0104022v1,No journal ref found,none,cs.CL,Summary10617,cs/0105001v1,2001-05-02T05:29:27Z,Correction of Errors in a Modality Corpus Used for Machine Translation by Using Machine-learning Method,"Masaki Murata, Masao Utiyama, Kiyotaka Uchimoto, Qing Ma, Hitoshi Isahara",http://arxiv.org/pdf/cs/0105001v1,No journal ref found,none,cs.CL,Summary10618,cs/0105002v1,2001-05-02T07:49:14Z,Man [and Woman] vs. Machine: A Case Study in Base Noun Phrase Learning,"Eric Brill, Grace Ngai",http://arxiv.org/pdf/cs/0105002v1,"Proceedings of the 37th Annual Meeting of the Association of Computational Linguistics, pages 65-72, College Park, MD, USA (1999)",none,cs.CL,Summary10619,cs/0105005v1,2001-05-04T08:55:02Z,A Complete WordNet1.5 to WordNet1.6 Mapping,"J. Daudé, L. Padró, G. Rigau",http://arxiv.org/pdf/cs/0105005v1,No journal ref found,none,cs.CL,Summary10620,cs/0105012v1,2001-05-07T14:25:22Z,Joint and conditional estimation of tagging and parsing models,Mark Johnson,http://arxiv.org/pdf/cs/0105012v1,No journal ref found,none,cs.CL,Summary10621,cs/0105016v1,2001-05-08T15:35:07Z,Probabilistic top-down parsing and language modeling,Brian Roark,http://arxiv.org/pdf/cs/0105016v1,No journal ref found,none,cs.CL,Summary10622,cs/0105019v1,2001-05-09T17:01:10Z,Robust Probabilistic Predictive Syntactic Processing,Brian Roark,http://arxiv.org/pdf/cs/0105019v1,No journal ref found,none,cs.CL,Summary10623,cs/0105023v1,2001-05-14T09:05:45Z,Generating a 3D Simulation of a Car Accident from a Written Description in Natural Language: the CarSim System,"Sylvain Dupuy, Arjan Egges, Vincent Legendre, Pierre Nugues",http://arxiv.org/pdf/cs/0105023v1,No journal ref found,none,cs.CL,Summary10624,cs/0105035v1,2001-05-30T03:55:23Z,Historical Dynamics of Lexical System as Random Walk Process,Victor Kromer,http://arxiv.org/pdf/cs/0105035v1,No journal ref found,none,cs.CL,Summary10625,cs/0105037v1,2001-05-31T18:08:57Z,Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation,"G. Tur, D. Hakkani-Tur, A. Stolcke, E. Shriberg",http://arxiv.org/pdf/cs/0105037v1,"Computation Linguistics 27(1), 31-57, March 2001",none,cs.CL,Summary10626,cs/0106015v1,2001-06-10T06:14:09Z,Organizing Encyclopedic Knowledge based on the Web and its Application to Question Answering,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0106015v1,"Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL-EACL 2001), pp.196-203, July. 2001",none,cs.CL,Summary10627,cs/0106043v1,2001-06-20T14:16:17Z,Using the Distribution of Performance for Studying Statistical NLP Systems and Corpora,Yuval Krymolowski,http://arxiv.org/pdf/cs/0106043v1,No journal ref found,none,cs.CL,Summary10628,cs/0106047v1,2001-06-21T20:37:43Z,Modeling informational novelty in a conversational system with a hybrid statistical and grammar-based approach to natural language generation,Adwait Ratnaparkhi,http://arxiv.org/pdf/cs/0106047v1,"Proceedings of the NAACL Workshop on Adaptation in Dialogue Systems, June 4, 2001, Pittsburgh, PA, USA",none,cs.CL,Summary10629,cs/0107005v1,2001-07-03T10:27:44Z,The Role of Conceptual Relations in Word Sense Disambiguation,"David Fernandez-Amoros, Julio Gonzalo, Felisa Verdejo",http://arxiv.org/pdf/cs/0107005v1,No journal ref found,none,cs.CL,Summary10630,cs/0107006v1,2001-07-03T18:06:05Z,Looking Under the Hood : Tools for Diagnosing your Question Answering Engine,"Eric Breck, Marc Light, Gideon S. Mann, Ellen Riloff, Brianne Brown Pranav Anand, Mats Rooth, Michael Thelen",http://arxiv.org/pdf/cs/0107006v1,No journal ref found,none,cs.CL,Summary10631,cs/0107016v1,2001-07-15T12:51:01Z,Introduction to the CoNLL-2001 Shared Task: Clause Identification,"Erik F. Tjong Kim Sang, Herve Dejean",http://arxiv.org/pdf/cs/0107016v1,"In: Walter Daelemans and Remi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 53-57",none,cs.CL,Summary10632,cs/0107017v1,2001-07-15T13:21:48Z,Learning Computational Grammars,"John Nerbonne, Anja Belz, Nicola Cancedda, Herve Dejean, James Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang",http://arxiv.org/pdf/cs/0107017v1,"In: Walter Daelemans and Remi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 97-104",none,cs.CL,Summary10633,cs/0107018v1,2001-07-15T13:32:36Z,Combining a self-organising map with memory-based learning,"James Hammerton, Erik F. Tjong Kim Sang",http://arxiv.org/pdf/cs/0107018v1,"In: Walter Daelemans and Remi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 9-14",none,cs.CL,Summary10634,cs/0107019v2,2001-07-16T22:59:15Z,Applying Natural Language Generation to Indicative Summarization,"Min-Yen Kan, Kathleen R. McKeown, Judith L. Klavans",http://arxiv.org/pdf/cs/0107019v2,No journal ref found,none,cs.CL,Summary10635,cs/0107020v1,2001-07-17T15:26:13Z,Transformation-Based Learning in the Fast Lane,"Grace Ngai, Radu Florian",http://arxiv.org/pdf/cs/0107020v1,"Proceedings of the Second Conference of the North American Chapter of the Association for Computational Linguistics, pages 40-47, Pittsburgh, PA, USA",none,cs.CL,Summary10636,cs/0107021v1,2001-07-17T15:43:03Z,Multidimensional Transformation-Based Learning,"Radu Florian, Grace Ngai",http://arxiv.org/pdf/cs/0107021v1,"Proceedings of the 5th Computational Natural Language Learning Workshop (CoNNL-2001), pages 1-8, Toulouse, France",none,cs.CL,Summary10637,cs/0108005v1,2001-08-09T19:24:28Z,A Bit of Progress in Language Modeling,Joshua Goodman,http://arxiv.org/pdf/cs/0108005v1,No journal ref found,none,cs.CL,Summary10638,cs/0108006v1,2001-08-09T19:17:58Z,Classes for Fast Maximum Entropy Training,Joshua Goodman,http://arxiv.org/pdf/cs/0108006v1,"Proceedings of ICASSP-2001, Utah, May 2001",none,cs.CL,Summary10639,cs/0108022v1,2001-08-29T03:59:31Z,Portability of Syntactic Structure for Language Modeling,Ciprian Chelba,http://arxiv.org/pdf/cs/0108022v1,ICASSP 2001 Proceedings,none,cs.CL,Summary10640,cs/0109010v2,2001-09-09T16:41:59Z,Anaphora and Discourse Structure,"Bonnie Webber, Matthew Stone, Aravind Joshi, Alistair Knott",http://arxiv.org/pdf/cs/0109010v2,No journal ref found,none,cs.CL,Summary10641,cs/0109015v1,2001-09-13T14:52:41Z,Boosting Trees for Anti-Spam Email Filtering,"Xavier Carreras, Lluis Marquez",http://arxiv.org/pdf/cs/0109015v1,"Proceedings of RANLP-2001, pp. 58-64, Bulgaria, 2001",none,cs.CL,Summary10642,cs/0109020v1,2001-09-15T22:44:55Z,Modelling Semantic Association and Conceptual Inheritance for Semantic Analysis,Pascal Vaillant,http://arxiv.org/pdf/cs/0109020v1,"Springer LNCS (LNAI) 2166 (2001), 54-61",none,cs.CL,Summary10643,cs/0109030v1,2001-09-18T14:14:52Z,Knowledge Sources for Word Sense Disambiguation,"Eneko Agirre, David Martinez",http://arxiv.org/pdf/cs/0109030v1,"Proceedings of the Fourth International Conference TSD 2001, Plzen (Pilsen), Czech Republic, September 2001. Published in the Springer Verlag Lecture Notes in Computer Science series. Vaclav Matousek, Pavel Mautner, Roman Moucek, Karel Tauser (eds.)",none,cs.CL,Summary10644,cs/0109031v2,2001-09-18T14:18:58Z,Enriching WordNet concepts with topic signatures,"Eneko Agirre, Olatz Ansa, Eduard Hovy, David Martinez",http://arxiv.org/pdf/cs/0109031v2,"Proceedings of the NAACL workshop on WordNet and Other lexical Resources: Applications, Extensions and Customizations. Pittsburg, 2001",none,cs.CL,Summary10645,cs/0109039v1,2001-09-20T06:42:11Z,"Testing for Mathematical Lineation in Jim Craces ""Quarantine"" and T. S. Eliots ""Four Quartets""","John Constable, Hideaki Aoyama",http://arxiv.org/pdf/cs/0109039v1,No journal ref found,none,cs.CL,Summary10646,cs/0110015v1,2001-10-03T18:34:36Z,Richer Syntactic Dependencies for Structured Language Modeling,"Ciprian Chelba, Peng Xu",http://arxiv.org/pdf/cs/0110015v1,No journal ref found,none,cs.CL,Summary10647,cs/0110027v1,2001-10-11T11:29:49Z,Part-of-Speech Tagging with Two Sequential Transducers,Andre Kempe,http://arxiv.org/pdf/cs/0110027v1,"Proc. CLIN 2000, pp. 88-96, Tilburg, The Netherlands. November 3",none,cs.CL,Summary10648,cs/0111064v1,2001-11-30T20:30:52Z,A procedure for unsupervised lexicon learning,Anand Venkataraman,http://arxiv.org/pdf/cs/0111064v1,"Proceedings of the eighteenth international conference on machine learning, ICML-01, pp.569--576, 2001",none,cs.CL,Summary10649,cs/0111065v1,2001-11-30T20:40:50Z,A Statistical Model for Word Discovery in Transcribed Speech,Anand Venkataraman,http://arxiv.org/pdf/cs/0111065v1,"Computational Linguistics, 27(3), pp.352--372, 2001",none,cs.CL,Summary10650,cs/0112003v1,2001-12-05T05:35:07Z,"Using a Support-Vector Machine for Japanese-to-English Translation of Tense, Aspect, and Modality","Masaki Murata, Kiyotaka Uchimoto, Qing Ma, Hitoshi Isahara",http://arxiv.org/pdf/cs/0112003v1,"ACL Workshop, the Data-Driven Machine Translation, 2001",none,cs.CL,Summary10651,cs/0204003v1,2002-04-02T21:14:40Z,Blind Normalization of Speech From Different Channels and Speakers,David N. Levin,http://arxiv.org/pdf/cs/0204003v1,No journal ref found,none,cs.CL,Summary10652,cs/0204007v1,2002-04-03T18:55:01Z,An Integrated Framework for Treebanks and Multilayer Annotations,"Scott Cotton, Steven Bird",http://arxiv.org/pdf/cs/0204007v1,"Proceedings of the Third International Conference on Language Resources and Evaluation, Paris: European Language Resources Association, 2002",none,cs.CL,Summary10653,cs/0204022v1,2002-04-10T15:37:26Z,"Annotation Graphs and Servers and Multi-Modal Resources: Infrastructure for Interdisciplinary Education, Research and Development","Christopher Cieri, Steven Bird",http://arxiv.org/pdf/cs/0204022v1,"Proceedings of ACL Workshop on Sharing Tools and Resources for Research and Education, Toulouse, July 2001, pp 23-30",none,cs.CL,Summary10654,cs/0204023v1,2002-04-10T15:49:24Z,Computational Phonology,Steven Bird,http://arxiv.org/pdf/cs/0204023v1,"Oxford International Encyclopedia of Linguistics, 2nd Edition, 2002",none,cs.CL,Summary10655,cs/0204025v1,2002-04-11T11:22:43Z,Phonology,Steven Bird,http://arxiv.org/pdf/cs/0204025v1,In Ruslan Mitkov (ed) (2002). Oxford Handbook of Computational Linguistics,none,cs.CL,Summary10656,cs/0204027v1,2002-04-11T16:41:28Z,Integrating selectional preferences in WordNet,"Eneko Agirre, David Martinez",http://arxiv.org/pdf/cs/0204027v1,Proceedings of First International WordNet Conference. Mysore (India). 2002,none,cs.CL,Summary10657,cs/0204049v1,2002-04-24T14:48:31Z,Memory-Based Shallow Parsing,Erik F. Tjong Kim Sang,http://arxiv.org/pdf/cs/0204049v1,"Journal of Machine Learning Research, volume 2 (March), 2002, pp. 559-594",none,cs.CL,Summary10658,cs/0205006v1,2002-05-08T14:39:19Z,Unsupervised discovery of morphologically related words based on orthographic and semantic similarity,"Marco Baroni, Johannes Matiasek, Harald Trost",http://arxiv.org/pdf/cs/0205006v1,No journal ref found,none,cs.CL,Summary10659,cs/0205009v1,2002-05-10T18:55:25Z,Mostly-Unsupervised Statistical Segmentation of Japanese Kanji Sequences,"Rie Kubota Ando, Lillian Lee",http://arxiv.org/pdf/cs/0205009v1,"Natural Language Engineering 9 (2), pp. 127--149, 2003",none,cs.CL,Summary10660,cs/0205017v1,2002-05-13T11:18:08Z,Ellogon: A New Text Engineering Platform,"Georgios Petasis, Vangelis Karkaletsis, Georgios Paliouras, Ion Androutsopoulos, Constantine D. Spyropoulos",http://arxiv.org/pdf/cs/0205017v1,No journal ref found,none,cs.CL,Summary10661,cs/0205027v1,2002-05-17T09:33:52Z,A variable-free dynamic semantics,Chung-chieh Shan,http://arxiv.org/pdf/cs/0205027v1,"Proceedings of the 13th Amsterdam Colloquium, ed. Robert van Rooy and Martin Stokhof, 204-209 (2001)",none,cs.CL,Summary10662,cs/0205028v1,2002-05-17T12:51:00Z,NLTK: The Natural Language Toolkit,"Edward Loper, Steven Bird",http://arxiv.org/pdf/cs/0205028v1,No journal ref found,none,cs.CL,Summary10663,cs/0205057v1,2002-05-21T14:37:22Z,Unsupervised Discovery of Morphemes,"Mathias Creutz, Krista Lagus",http://arxiv.org/pdf/cs/0205057v1,No journal ref found,none,cs.CL,Summary10664,cs/0205065v1,2002-05-25T21:32:09Z,Bootstrapping Lexical Choice via Multiple-Sequence Alignment,"Regina Barzilay, Lillian Lee",http://arxiv.org/pdf/cs/0205065v1,No journal ref found,none,cs.CL,Summary10665,cs/0205067v1,2002-05-27T18:42:10Z,Evaluating the Effectiveness of Ensembles of Decision Trees in Disambiguating Senseval Lexical Samples,Ted Pedersen,http://arxiv.org/pdf/cs/0205067v1,No journal ref found,none,cs.CL,Summary10666,cs/0205068v1,2002-05-27T18:49:01Z,Assessing System Agreement and Instance Difficulty in the Lexical Sample Tasks of Senseval-2,Ted Pedersen,http://arxiv.org/pdf/cs/0205068v1,No journal ref found,none,cs.CL,Summary10667,cs/0205069v1,2002-05-27T18:57:11Z,Machine Learning with Lexical Features: The Duluth Approach to Senseval-2,Ted Pedersen,http://arxiv.org/pdf/cs/0205069v1,No journal ref found,none,cs.CL,Summary10668,cs/0206014v1,2002-06-09T10:07:36Z,A Method for Open-Vocabulary Speech-Driven Text Retrieval,"Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206014v1,"Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP-2002), pp.188-195, July. 2002",none,cs.CL,Summary10669,cs/0206015v1,2002-06-09T10:53:49Z,Japanese/English Cross-Language Information Retrieval: Exploration of Query Translation and Transliteration,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206015v1,"Computers and the Humanities, Vol.35, No.4, pp.389-420, 2001",none,cs.CL,Summary10670,cs/0206030v1,2002-06-20T07:13:59Z,A Probabilistic Method for Analyzing Japanese Anaphora Integrating Zero Pronoun Detection and Resolution,"Kazuhiro Seki, Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206030v1,"Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002), pp.911-917, Aug. 2002",none,cs.CL,Summary10671,cs/0206034v1,2002-06-24T07:46:06Z,Applying a Hybrid Query Translation Method to Japanese/English Cross-Language Patent Retrieval,"Masatoshi Fukui, Shigeto Higuchi, Youichi Nakatani, Masao Tanaka, Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206034v1,"ACM SIGIR 2000 Workshop on Patent Retrieval, July, 2000",none,cs.CL,Summary10672,cs/0206035v1,2002-06-24T08:00:45Z,PRIME: A System for Multi-lingual Patent Retrieval,"Shigeto Higuchi, Masatoshi Fukui, Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206035v1,"Proceedings of MT Summit VIII, pp.163-167, Sep. 2001",none,cs.CL,Summary10673,cs/0206036v1,2002-06-24T08:38:36Z,Language Modeling for Multi-Domain Speech-Driven Text Retrieval,"Katunobu Itou, Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206036v1,"IEEE Automatic Speech Recognition and Understanding Workshop, Dec. 2001",none,cs.CL,Summary10674,cs/0206037v1,2002-06-24T10:28:02Z,Speech-Driven Text Retrieval: Using Target IR Collections for Statistical Language Model Adaptation in Speech Recognition,"Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0206037v1,"Anni R. Coden and Eric W. Brown and Savitha Srinivasan (Eds.), Information Retrieval Techniques for Speech Applications (LNCS 2273), pp.94-104, Springer, 2002",none,cs.CL,Summary10675,cs/0207002v1,2002-07-02T01:15:33Z,Using eigenvectors of the bigram graph to infer morpheme identity,"Mikhail Belkin, John Goldsmith",http://arxiv.org/pdf/cs/0207002v1,No journal ref found,none,cs.CL,Summary10676,cs/0207005v1,2002-07-03T11:54:21Z,Efficient Deep Processing of Japanese,"Melanie Siegel, Emily M. Bender",http://arxiv.org/pdf/cs/0207005v1,No journal ref found,none,cs.CL,Summary10677,cs/0208020v1,2002-08-13T03:39:20Z,Using the DIFF Command for Natural Language Processing,"Masaki Murata, Hitoshi Isahara",http://arxiv.org/pdf/cs/0208020v1,No journal ref found,none,cs.CL,Summary10678,cs/0208035v1,2002-08-21T14:09:48Z,Evaluation of Coreference Rules on Complex Narrative Texts,"Andrei Popescu-Belis, Isabelle Robba",http://arxiv.org/pdf/cs/0208035v1,"Proceedings of DAARC2 (Discourse Anaphora and Anaphor Resolution Colloquium), Lancaster, UK, 1998, p.178-185",none,cs.CL,Summary10679,cs/0209002v1,2002-09-02T16:55:34Z,A Chart-Parsing Algorithm for Efficient Semantic Analysis,Pascal Vaillant,http://arxiv.org/pdf/cs/0209002v1,"COLING 2002, Proceedings of the main Conference; The Association for Computational Linguistics and Chinese Language Processing; vol. 2, p. 1044-1050",none,cs.CL,Summary10680,cs/0209003v1,2002-09-03T05:28:56Z,Rerendering Semantic Ontologies: Automatic Extensions to UMLS through Corpus Analytics,"J. Pustejovsky, A. Rumshisky, J. Castano",http://arxiv.org/pdf/cs/0209003v1,LREC 2002 Workshop on Ontologies and Lexical Knowledge Bases,none,cs.CL,Summary10681,cs/0209010v1,2002-09-05T19:03:06Z,Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition,Erik F. Tjong Kim Sang,http://arxiv.org/pdf/cs/0209010v1,"Dan Roth and Antal van den Bosch (eds.), Proceedings of CoNLL-2002, Taipei, Taiwan, 2002, pp. 155-158",none,cs.CL,Summary10682,cs/0211017v1,2002-11-14T16:16:44Z,Probabilistic Parsing Strategies,"Mark-Jan Nederhof, Giorgio Satta",http://arxiv.org/pdf/cs/0211017v1,No journal ref found,none,cs.CL,Summary10683,cs/0212015v1,2002-12-09T13:09:10Z,Answering Subcognitive Turing Test Questions: A Reply to French,Peter D. Turney,http://arxiv.org/pdf/cs/0212015v1,"Journal of Experimental and Theoretical Artificial Intelligence, (2001), 13 (4), 409-419",none,cs.CL,Summary10684,cs/0302014v1,2003-02-12T06:31:54Z,An Algorithm for Aligning Sentences in Bilingual Corpora Using Lexical Information,"Akshar Bharati, V. Sriram, A. Vamshi Krishna, Rajeev Sangal, S. M. Bendre",http://arxiv.org/pdf/cs/0302014v1,No journal ref found,none,cs.CL,Summary10685,cs/0302032v1,2003-02-22T23:37:26Z,Empirical Methods for Compound Splitting,"Philipp Koehn, Kevin Knight",http://arxiv.org/pdf/cs/0302032v1,No journal ref found,none,cs.CL,Summary10686,cs/0303002v2,2003-03-05T08:50:42Z,About compression of vocabulary in computer oriented languages,V. P. Maslov,http://arxiv.org/pdf/cs/0303002v2,No journal ref found,none,cs.CL,Summary10687,cs/0303007v1,2003-03-14T05:15:20Z,Glottochronology and problems of protolanguage reconstruction,Kromer Victor,http://arxiv.org/pdf/cs/0303007v1,No journal ref found,none,cs.CL,Summary10688,cs/0304006v1,2003-04-02T23:02:44Z,Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment,"Regina Barzilay, Lillian Lee",http://arxiv.org/pdf/cs/0304006v1,No journal ref found,none,cs.CL,Summary10689,cs/0304019v1,2003-04-10T22:25:01Z,Blind Normalization of Speech From Different Channels,David N. Levin,http://arxiv.org/pdf/cs/0304019v1,No journal ref found,none,cs.CL,Summary10690,cs/0304024v1,2003-04-17T02:22:06Z,Glottochronologic Retrognostic of Language System,Kromer Victor,http://arxiv.org/pdf/cs/0304024v1,No journal ref found,none,cs.CL,Summary10691,cs/0304029v1,2003-04-22T13:45:37Z,An XML based Document Suite,"Dietmar Roesner, Manuela Kunze",http://arxiv.org/pdf/cs/0304029v1,Proceedings of COLING 2002; p. 1278-1282,none,cs.CL,Summary10692,cs/0304035v1,2003-04-23T08:02:53Z,Exploiting Sublanguage and Domain Characteristics in a Bootstrapping Approach to Lexicon and Ontology Creation,"Dietmar Roesner, Manuela Kunze",http://arxiv.org/pdf/cs/0304035v1,"Workshop-Proceedings of the OntoLex 2002 - Ontologies and Lexical Knowledge Bases at the LREC 2002, p. 68-73",none,cs.CL,Summary10693,cs/0304036v1,2003-04-23T08:32:19Z,An Approach for Resource Sharing in Multilingual NLP,"Manuela Kunze, Chun Xiao",http://arxiv.org/pdf/cs/0304036v1,"STAIRS 2002 - STarting Artificial Intelligence Researchers Symposium at the ECAI 2002. Lyon, France. ISBN 158603 259 3. IOS Press Amsterdam, p. 123-124",none,cs.CL,Summary10694,cs/0305041v2,2003-05-23T19:38:22Z,Factorization of Language Models through Backing-Off Lattices,Wei Wang,http://arxiv.org/pdf/cs/0305041v2,No journal ref found,none,cs.CL,Summary10695,cs/0306050v1,2003-06-12T12:35:00Z,Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition,"Erik F. Tjong Kim Sang, Fien De Meulder",http://arxiv.org/pdf/cs/0306050v1,"Proceedings of CoNLL-2003, Edmonton, Canada, 2003, pp. 142-147",none,cs.CL,Summary10696,cs/0306062v1,2003-06-13T09:05:10Z,Learning to Order Facts for Discourse Planning in Natural Language Generation,"Aggeliki Dimitromanolaki, Ion Androutsopoulos",http://arxiv.org/pdf/cs/0306062v1,Proceedings of EACL 2003 Workshop on Natural Language Generation,none,cs.CL,Summary10697,cs/0306099v1,2003-06-16T13:54:03Z,An Improved k-Nearest Neighbor Algorithm for Text Categorization,"Baoli Li, Shiwen Yu, Qin Lu",http://arxiv.org/pdf/cs/0306099v1,No journal ref found,none,cs.CL,Summary10698,cs/0307028v1,2003-07-11T14:43:51Z,Issues in Communication Game,Koiti Hasida,http://arxiv.org/pdf/cs/0307028v1,No journal ref found,none,cs.CL,Summary10699,cs/0307030v1,2003-07-11T15:42:51Z,Parsing and Generation with Tabulation and Compilation,"Koiti Hasida, Takashi Miyata",http://arxiv.org/pdf/cs/0307030v1,No journal ref found,none,cs.CL,Summary10700,cs/0307044v1,2003-07-19T12:24:33Z,The Linguistic DS: Linguisitic Description in MPEG-7,Koiti Hasida,http://arxiv.org/pdf/cs/0307044v1,No journal ref found,none,cs.CL,Summary10701,cs/0308016v1,2003-08-07T09:01:56Z,Collaborative Creation of Digital Content in Indian Languages,"Akshar Bharati, Rajeev Sangal",http://arxiv.org/pdf/cs/0308016v1,No journal ref found,none,cs.CL,Summary10702,cs/0308017v1,2003-08-07T09:17:16Z,Information Revolution,"Akshar Bharati, Vineet Chaitanya, Rajeev Sangal",http://arxiv.org/pdf/cs/0308017v1,"Published as a keynote lecture in IRIL-99: Information Revolution and Indian Languages, 12-14 Nov 1999",none,cs.CL,Summary10703,cs/0308018v1,2003-08-07T09:24:46Z,Anusaaraka: Overcoming the Language Barrier in India,"Akshar Bharati, Vineet Chaitanya, Amba P. Kulkarni, Rajeev Sangal, G Umamaheshwara Rao",http://arxiv.org/pdf/cs/0308018v1,"Published in ""Anuvad: Approaches to Translation"", Rukmini Bhaya Nair, (editor), Sage, New Delhi, 2001",none,cs.CL,Summary10704,cs/0308019v1,2003-08-07T09:40:04Z,Language Access: An Information Based Approach,"Akshar Bharati, Vineet Chaitanya, Amba P. Kulkarni, Rajeev Sangal",http://arxiv.org/pdf/cs/0308019v1,"Published in the proceedings of Knowledge Based Computer Systems Conference, 2000, Tata McGraw Hill, New Delhi 2000",none,cs.CL,Summary10705,cs/0308020v1,2003-08-07T10:08:43Z,LERIL : Collaborative Effort for Creating Lexical Resources,"Akshar Bharati, Dipti M Sharma, Vineet Chaitanya, Amba P Kulkarni, Rajeev Sangal, Durgesh D Rao",http://arxiv.org/pdf/cs/0308020v1,No journal ref found,none,cs.CL,Summary10706,cs/0309019v1,2003-09-12T12:43:00Z,Building a Test Collection for Speech-Driven Web Retrieval,"Atsushi Fujii, Katunobu Itou",http://arxiv.org/pdf/cs/0309019v1,"Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003), pp.1153-1156, Sep. 2003",none,cs.CL,Summary10707,cs/0309021v1,2003-09-13T06:54:58Z,A Cross-media Retrieval System for Lecture Videos,"Atsushi Fujii, Katunobu Itou, Tomoyosi Akiba, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0309021v1,"Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003), pp.1149-1152, Sep. 2003",none,cs.CL,Summary10708,cs/0310014v1,2003-10-08T16:40:33Z,Effective XML Representation for Spoken Language in Organisations,"Rodney J. Clarke, Philip C. Windridge, Dali Dong",http://arxiv.org/pdf/cs/0310014v1,No journal ref found,none,cs.CL,Summary10709,cs/0310058v1,2003-10-29T20:13:30Z,Application Architecture for Spoken Language Resources in Organisational Settings,"Rodney J. Clarke, Dali Dong, Philip C. Windridge",http://arxiv.org/pdf/cs/0310058v1,No journal ref found,none,cs.CL,Summary10710,cs/0311033v1,2003-11-21T19:48:17Z,The Rank-Frequency Analysis for the Functional Style Corpora in the Ukrainian Language,"Solomija N. Buk, Andrij A. Rovenchak",http://arxiv.org/pdf/cs/0311033v1,"Journal of Quantitative Linguistics, Vol. 11, No. 3, P. 161-171 (2004)",none,cs.CL,Summary10711,cs/0311036v1,2003-11-24T18:05:40Z,Measuring the Functional Load of Phonological Contrasts,"Dinoj Surendran, Partha Niyogi",http://arxiv.org/pdf/cs/0311036v1,No journal ref found,none,cs.CL,Summary10712,cs/0402055v1,2004-02-24T09:34:16Z,Lexical Base as a Compressed Language Model of the World (on the material of the Ukrainian language),Solomiya Buk,http://arxiv.org/pdf/cs/0402055v1,"Psychology of Language and Communication. 2009, vol. 13, no. 2, pp. 35-44",none,cs.CL,Summary10713,cs/0404007v1,2004-04-05T02:14:50Z,Polarity sensitivity and evaluation order in type-logical grammar,Chung-chieh Shan,http://arxiv.org/pdf/cs/0404007v1,Proceedings of the 2004 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics,none,cs.CL,Summary10714,cs/0404009v1,2004-04-05T11:51:43Z,Tabular Parsing,"Mark-Jan Nederhof, Giorgio Satta",http://arxiv.org/pdf/cs/0404009v1,"M.-J. Nederhof and G. Satta. Tabular Parsing. In C. Martin-Vide, V. Mitrana, and G. Paun, editors, Formal Languages and Applications, Studies in Fuzziness and Soft Computing 148, pages 529-549. Springer, 2004",none,cs.CL,Summary10715,cs/0404025v1,2004-04-10T08:43:31Z,Test Collections for Patent-to-Patent Retrieval and Patent Map Generation in NTCIR-4 Workshop,"Atsushi Fujii, Makoto Iwayama, Noriko Kando",http://arxiv.org/pdf/cs/0404025v1,"Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC-2004), pp.1643-1646, May. 2004.",none,cs.CL,Summary10716,cs/0405037v1,2004-05-10T16:05:23Z,A Probabilistic Model of Machine Translation,"G. E. Miram, V. K. Petrov",http://arxiv.org/pdf/cs/0405037v1,No journal ref found,none,cs.CL,Summary10717,cs/0405039v1,2004-05-12T14:14:52Z,"Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization","Regina Barzilay, Lillian Lee",http://arxiv.org/pdf/cs/0405039v1,"HLT-NAACL 2004: Proceedings of the Main Conference, pp. 113--120",none,cs.CL,Summary10718,cs/0406031v1,2004-06-17T12:29:29Z,A Public Reference Implementation of the RAP Anaphora Resolution Algorithm,"Long Qiu, Min-Yen Kan, Tat-Seng Chua",http://arxiv.org/pdf/cs/0406031v1,No journal ref found,none,cs.CL,Summary10719,cs/0406054v1,2004-06-28T10:25:22Z,Building a linguistic corpus from bee dance data,J. J. Paijmans,http://arxiv.org/pdf/cs/0406054v1,"Proceedings of the first international congres of bioinformatics, Havana (Cuba), 2004",none,cs.CL,Summary10720,cs/0407002v1,2004-07-01T16:18:52Z,Annotating Predicate-Argument Structure for a Parallel Treebank,"Lea Cyrus, Hendrik Feddes, Frank Schumacher",http://arxiv.org/pdf/cs/0407002v1,"Proceedings of the LREC 2004 Workshop on Building Lexical Resources from Semantically Annotated Corpora, Lisbon, May 30, 2004, pp. 39-46",none,cs.CL,Summary10721,cs/0407005v3,2004-07-01T22:02:10Z,Statistical Machine Translation by Generalized Parsing,"I. Dan Melamed, Wei Wang",http://arxiv.org/pdf/cs/0407005v3,No journal ref found,none,cs.CL,Summary10722,cs/0407026v1,2004-07-10T11:18:42Z,Summarizing Encyclopedic Term Descriptions on the Web,"Atsushi Fujii, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0407026v1,"Proceedings of the 20th International Conference on Computational Linguistics (COLING 2004), pp.645-651, Aug. 2004",none,cs.CL,Summary10723,cs/0407027v1,2004-07-10T11:45:57Z,Unsupervised Topic Adaptation for Lecture Speech Retrieval,"Atsushi Fujii, Katunobu Itou, Tomoyosi Akiba, Tetsuya Ishikawa",http://arxiv.org/pdf/cs/0407027v1,"Proceedings of the 8th International Conference on Spoken Language Processing (ICSLP 2004), pp.2957-2960, Oct. 2004",none,cs.CL,Summary10724,cs/0407028v1,2004-07-10T11:57:17Z,Effects of Language Modeling on Speech-driven Question Answering,"Tomoyosi Akiba, Atsushi Fujii, Katunobu Itou",http://arxiv.org/pdf/cs/0407028v1,"Proceedings of the 8th International Conference on Spoken Language Processing (ICSLP 2004), pp.1053-1056, Oct. 2004",none,cs.CL,Summary10725,cs/0407046v1,2004-07-19T11:57:42Z,A Bimachine Compiler for Ranked Tagging Rules,"Wojciech Skut, Stefan Ulrich, Kathrine Hammervold",http://arxiv.org/pdf/cs/0407046v1,No journal ref found,none,cs.CL,Summary10726,cs/0408052v1,2004-08-22T19:32:48Z,Application of the Double Metaphone Algorithm to Amharic Orthography,Daniel Yacob,http://arxiv.org/pdf/cs/0408052v1,No journal ref found,none,cs.CL,Summary10727,cs/0408059v1,2004-08-26T10:50:45Z,Proofing Tools Technology at Neurosoft S.A.,"Ch. Tsalidis, G. Orphanos, A. Iordanidou, A. Vagelatos",http://arxiv.org/pdf/cs/0408059v1,No journal ref found,none,cs.CL,Summary10728,cs/0408060v1,2004-08-26T12:44:15Z,Verbal chunk extraction in French using limited resources,"Gabriel G. Bes, Lionel Lamadon, Francois Trouilleux",http://arxiv.org/pdf/cs/0408060v1,No journal ref found,none,cs.CL,Summary10729,cs/0408061v1,2004-08-26T13:17:38Z,An electronic dictionary as a basis for NLP tools: The Greek case,"Ch. Tsalidis, A. Vagelatos, G. Orphanos",http://arxiv.org/pdf/cs/0408061v1,No journal ref found,none,cs.CL,Summary10730,cs/0409008v1,2004-09-07T13:46:50Z,A Model for Fine-Grained Alignment of Multilingual Texts,"Lea Cyrus, Hendrik Feddes",http://arxiv.org/pdf/cs/0409008v1,"Proc. COLING 2004 Workshop on Multilingual Linguistic Resources (MLR2004), Geneva, August 28, 2004, pp. 15-22",none,cs.CL,Summary10731,cs/0409058v1,2004-09-29T20:34:04Z,A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts,"Bo Pang, Lillian Lee",http://arxiv.org/pdf/cs/0409058v1,"Proceedings of the 42nd ACL, pp. 271--278, 2004",none,cs.CL,Summary10732,cs/0412015v2,2004-12-03T17:10:17Z,A Tutorial on the Expectation-Maximization Algorithm Including Maximum-Likelihood Estimation and EM Training of Probabilistic Context-Free Grammars,Detlef Prescher,http://arxiv.org/pdf/cs/0412015v2,No journal ref found,none,cs.CL,Summary10733,cs/0412016v1,2004-12-03T18:10:17Z,Inside-Outside Estimation Meets Dynamic EM,Detlef Prescher,http://arxiv.org/pdf/cs/0412016v1,Proceedings of IWPT 2001,none,cs.CL,Summary10734,cs/0412114v1,2004-12-29T15:19:03Z,"State of the Art, Evaluation and Recommendations regarding ""Document Processing and Visualization Techniques""","Martin Rajman, Martin Vesely, Pierre Andrews",http://arxiv.org/pdf/cs/0412114v1,No journal ref found,none,cs.CL,Summary10735,cs/0412117v1,2004-12-30T02:01:45Z,Thematic Annotation: extracting concepts out of documents,"Pierre Andrews, Martin Rajman",http://arxiv.org/pdf/cs/0412117v1,No journal ref found,none,cs.CL,Summary10736,cs/0501078v1,2005-01-26T22:43:17Z,Multi-document Biography Summarization,"Liang Zhou, Miruna Ticrea, Eduard Hovy",http://arxiv.org/pdf/cs/0501078v1,"Proceedings of EMNLP, pp. 434-441, 2004",none,cs.CL,Summary10737,cs/0504022v1,2005-04-06T20:04:55Z,A Matter of Opinion: Sentiment Analysis and Business Intelligence (position paper),Lillian Lee,http://arxiv.org/pdf/cs/0504022v1,"Presented at the IBM Faculty Summit on the Architecture of On-Demand Business, May 2004",none,cs.CL,Summary10738,cs/0510015v1,2005-10-05T14:23:19Z,Word sense disambiguation criteria: a systematic study,Laurent Audibert,http://arxiv.org/pdf/cs/0510015v1,20th International Conference on Computational Linguistics (COLING-2004) (2004) pp. 910-916,none,cs.CL,Summary10739,cs/0511076v1,2005-11-21T14:50:52Z,Using phonetic constraints in acoustic-to-articulatory inversion,"Blaise Potard, Yves Laprie",http://arxiv.org/pdf/cs/0511076v1,"Proceedings of Interspeech, 9th European Conference on Speech Communication and Technology (2005) 3217-3220",none,cs.CL,Summary10740,cs/0511079v1,2005-11-22T07:06:43Z,An elitist approach for extracting automatically well-realized speech sounds with high confidence,"Jean-Baptiste Maj, Anne Bonneau, Dominique Fohr, Yves Laprie",http://arxiv.org/pdf/cs/0511079v1,No journal ref found,none,cs.CL,Summary10741,cs/0512102v1,2005-12-28T13:45:54Z,"Statistical Parameters of the Novel ""Perekhresni stezhky"" (""The Cross-Paths"") by Ivan Franko","Solomija Buk, Andrij Rovenchak",http://arxiv.org/pdf/cs/0512102v1,"Quantitative Linguistics 62: Exact methods in the study of language and text: dedicated to Professor Gabriel Altmann on the occasion of his 75th birthday / Ed. by P. Grzybek and R. Kohler (Berlin; New York: de Gruyter), 39-48 (2007)",none,cs.CL,Summary10742,cs/0601005v1,2006-01-04T18:33:53Z,Analyzing language development from a network approach,"J-Y Ke, Y. Yao",http://arxiv.org/pdf/cs/0601005v1,No journal ref found,none,cs.CL,Summary10743,cs/0604027v1,2006-04-07T13:10:30Z,Unification of multi-lingual scientific terminological resources using the ISO 16642 standard. The TermSciences initiative,"Majid Khayari, Stéphane Schneider, Isabelle Kramer, Laurent Romary, the termsciences Collaboration",http://arxiv.org/pdf/cs/0604027v1,No journal ref found,none,cs.CL,Summary10744,cs/0606006v1,2006-06-01T09:14:51Z,Foundations of Modern Language Resource Archives,"Peter Wittenburg, Daan Broeder, Wolfgang Klein, Stephen Levinson, Laurent Romary",http://arxiv.org/pdf/cs/0606006v1,No journal ref found,none,cs.CL,Summary10745,cs/0606096v1,2006-06-22T13:26:52Z,Building a resource for studying translation shifts,Lea Cyrus,http://arxiv.org/pdf/cs/0606096v1,"Proc. LREC 2006, Genoa, May 24-26, 2006; pp. 1240-1245",none,cs.CL,Summary10746,cs/0607051v1,2006-07-11T19:13:25Z,Raisonner avec des diagrammes : perspectives cognitives et computationnelles,Catherine Recanati,http://arxiv.org/pdf/cs/0607051v1,Intellectica 40 (2005) 9-42,none,cs.CL,Summary10747,cs/0609019v1,2006-09-06T11:41:27Z,Improving Term Extraction with Terminological Resources,"Sophie Aubin, Thierry Hamon",http://arxiv.org/pdf/cs/0609019v1,"Advances in Natural Language Processing 5th International Conference on NLP, FinTAL 2006 (2006) 380",none,cs.CL,Summary10748,cs/0609043v1,2006-09-08T14:01:57Z,Challenging the principle of compositionality in interpreting natural language texts,"Françoise Gayral, Daniel Kayser, François Lévy",http://arxiv.org/pdf/cs/0609043v1,"conference on Compositionality, Concepts and Cognition, Allemagne (2004)",none,cs.CL,Summary10749,cs/0610116v1,2006-10-19T17:42:57Z,DepAnn - An Annotation Tool for Dependency Treebanks,Tuomo Kakkonen,http://arxiv.org/pdf/cs/0610116v1,"Proceedings of the 11th ESSLLI Student Session at the 18th European Summer School in Logic, Language and Information (ESSLLI 2006), pp. 214-225. Malaga, Spain, 2006",none,cs.CL,Summary10750,cs/0610124v1,2006-10-20T11:48:38Z,"Dependency Treebanks: Methods, Annotation Schemes and Tools",Tuomo Kakkonen,http://arxiv.org/pdf/cs/0610124v1,"Proceedings of the 15th Nordic Conference of Computational Linguistics (NODALIDA 2005), pp. 94-104. Joensuu, Finland, 2005",none,cs.CL,Summary10751,cs/0611026v1,2006-11-06T14:37:27Z,Un modèle générique dorganisation de corpus en ligne: application à la FReeBank,"Susanne Salmon-Alt, Laurent Romary, Jean-Marie Pierrel",http://arxiv.org/pdf/cs/0611026v1,Traitement Automatique des Langues (TAL) 45 (2006) 145-169,none,cs.CL,Summary10752,cs/0611069v1,2006-11-15T12:35:45Z,Scaling Construction Grammar up to Production Systems: the SCIM,Guillaume Pitel,http://arxiv.org/pdf/cs/0611069v1,Dans Scalable Natural Language Understanding 2006 (2006),none,cs.CL,Summary10753,cs/0611113v1,2006-11-22T03:24:54Z,"An Anthological Review of Research Utilizing MontyLingua, a Python-Based End-to-End Text Processor",Maurice HT Ling,http://arxiv.org/pdf/cs/0611113v1,"Ling, Maurice HT. 2006. An Anthological Review of Research Utilizing MontyLingua, a Python-Based End-to-End Text Processor. The Python Papers 1 (1): 5-13",none,cs.CL,Summary10754,cs/0701135v1,2007-01-22T00:45:31Z,Complex networks and human language,Jinyun KE,http://arxiv.org/pdf/cs/0701135v1,No journal ref found,none,cs.CL,Summary10755,cs/0701181v1,2007-01-27T19:09:53Z,A Note on Local Ultrametricity in Text,Fionn Murtagh,http://arxiv.org/pdf/cs/0701181v1,No journal ref found,none,cs.CL,Summary10756,cs/0701194v1,2007-01-30T16:58:07Z,Menzerath-Altmann Law for Syntactic Structures in Ukrainian,"Solomija Buk, Andrij Rovenchak",http://arxiv.org/pdf/cs/0701194v1,"Glottotheory. Vol. 1, No. 1, pp 10-17 (2008)",none,cs.CL,Summary10757,cs/0702081v1,2007-02-14T06:05:20Z,Random Sentences from a Generalized Phrase-Structure Grammar Interpreter,Rick Dale,http://arxiv.org/pdf/cs/0702081v1,No journal ref found,none,cs.CL,Summary10758,0704.3708v2,2007-04-27T17:13:37Z,Network statistics on early English Syntax: Structural criteria,Bernat Corominas-Murtra,http://arxiv.org/pdf/0704.3708v2,No journal ref found,none,cs.CL,Summary10759,0707.3269v1,2007-07-22T15:24:48Z,International Standard for a Linguistic Annotation Framework,"Laurent Romary, Nancy Ide",http://arxiv.org/pdf/0707.3269v1,"Natural Language Engineering 10, 3-4 (09/2004) 211-225",none,cs.CL,Summary10760,0707.3270v1,2007-07-22T15:25:27Z,A Formal Model of Dictionary Structure and Content,"Laurent Romary, Nancy Ide, Adam Kilgarriff",http://arxiv.org/pdf/0707.3270v1,"Dans Euralex 2000 Euralex 2000, Stuttgart : Allemagne (2000)",none,cs.CL,Summary10761,0709.2401v1,2007-09-15T01:37:21Z,Bootstrapping Deep Lexical Resources: Resources for Courses,Timothy Baldwin,http://arxiv.org/pdf/0709.2401v1,"In Proceedings of the ACL-SIGLEX 2005 Workshop on Deep Lexical Acquisition, Ann Arbor, USA, pp. 67-76",none,cs.CL,Summary10762,0710.0225v1,2007-10-01T08:23:24Z,On the role of autocorrelations in texts,"D. V. Lande, A. A. Snarskii",http://arxiv.org/pdf/0710.0225v1,No journal ref found,none,cs.CL,Summary10763,0710.0228v1,2007-10-01T08:31:56Z,On the fractal nature of mutual relevance sequences in the Internet news message flows,"S. Braichevsky, D. Lande, A. Snarskii",http://arxiv.org/pdf/0710.0228v1,No journal ref found,none,cs.CL,Summary10764,0710.2852v1,2007-10-15T15:45:13Z,Generating models for temporal representations,"Patrick Blackburn, Sébastien Hinderer",http://arxiv.org/pdf/0710.2852v1,Dans Recent Advances in Natural Language Processing (2007) 69-75,none,cs.CL,Summary10765,0710.2988v1,2007-10-16T09:16:24Z,Using Description Logics for Recognising Textual Entailment,Paul Bedaride,http://arxiv.org/pdf/0710.2988v1,"Dans 19th European Summer School in Logic, Language and Information (2007) 11-21",none,cs.CL,Summary10766,0710.5382v1,2007-10-29T10:48:48Z,Some Reflections on the Task of Content Determination in the Context of Multi-Document Summarization of Evolving Events,Stergos D. Afantenos,http://arxiv.org/pdf/0710.5382v1,"Edited by Galia Angelova, Kalina Bontcheva, Ruslan Mitkov, Nicolas Nicolov, and Nikolai Nikolov, Recent Advances in Natural Language Processing (RANLP 2007). Borovets, Bulgaria: INCOMA, 12-16",none,cs.CL,Summary10767,0711.0666v1,2007-11-05T15:20:47Z,Discriminative Phoneme Sequences Extraction for Non-Native Speakers Origin Classification,"Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean-Paul Haton",http://arxiv.org/pdf/0711.0666v1,"Dans ISSPA, International Symposium on Signal Processing and its Applications (2007)",none,cs.CL,Summary10768,0711.0811v1,2007-11-06T08:23:49Z,Combined Acoustic and Pronunciation Modelling for Non-Native Speech Recognition,"Ghazi Bouselmi, Dominique Fohr, Irina Illina",http://arxiv.org/pdf/0711.0811v1,Dans InterSpeech 2007 (2007),none,cs.CL,Summary10769,0711.2444v1,2007-11-15T15:39:48Z,Proof nets for display logic,Richard Moot,http://arxiv.org/pdf/0711.2444v1,No journal ref found,none,cs.CL,Summary10770,0711.3412v1,2007-11-21T16:47:57Z,Morphological annotation of Korean with Directly Maintainable Resources,"Ivan Berlocher, Hyun-Gue Huh, Eric Laporte, Jee-Sun Nam",http://arxiv.org/pdf/0711.3412v1,"Dans Proceedings of the Language Resource and Evaluation Consference (LREC) - Morphological annotation of Korean with Directly Maintainable Resources, Genoa : Italie (2006)",none,cs.CL,Summary10771,0711.3449v1,2007-11-21T20:34:08Z,Lexicon management and standard formats,Eric Laporte,http://arxiv.org/pdf/0711.3449v1,"Archives of Control Sciences 15, 3 (2005) 329-340",none,cs.CL,Summary10772,0711.3452v1,2007-11-21T20:38:29Z,In memoriam Maurice Gross,Eric Laporte,http://arxiv.org/pdf/0711.3452v1,"Archives of Control Sciences 15, 3 (2005) 257-278",none,cs.CL,Summary10773,0711.3726v1,2007-11-23T13:44:55Z,Lets get the student into the drivers seat,"Michael Zock, Stergos D. Afantenos",http://arxiv.org/pdf/0711.3726v1,"The Seventh International Symposium on Natural Language Processing (SNLP 2007). Chonburi, Thailand",none,cs.CL,Summary10774,0711.4475v6,2007-11-28T12:16:08Z,Valence extraction using EM selection and co-occurrence matrices,Łukasz Dębowski,http://arxiv.org/pdf/0711.4475v6,"Language Resources and Evaluation, vol. 43, pp. 301-327, 2009",none,cs.CL,Summary10775,0712.3705v1,2007-12-21T08:55:17Z,Framework and Resources for Natural Language Parser Evaluation,Tuomo Kakkonen,http://arxiv.org/pdf/0712.3705v1,No journal ref found,none,cs.CL,Summary10776,0801.3817v1,2008-01-24T18:41:01Z,"Robustness Evaluation of Two CCG, a PCFG and a Link Grammar Parsers",Tuomo Kakkonen,http://arxiv.org/pdf/0801.3817v1,"Proceedings of the 3rd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics. Poznan, Poland, 2007",none,cs.CL,Summary10777,0801.4716v1,2008-01-30T17:10:24Z,Methods to integrate a language model with semantic information for a word prediction component,"Tonio Wandmacher, Jean-Yves Antoine",http://arxiv.org/pdf/0801.4716v1,No journal ref found,none,cs.CL,Summary10778,0802.4198v1,2008-02-28T12:58:49Z,Some properties of the Ukrainian writing system,"Solomija Buk, Ján Mačutek, Andrij Rovenchak",http://arxiv.org/pdf/0802.4198v1,"Glottometrics 16, 63-79 (2008)",none,cs.CL,Summary10779,0804.0143v1,2008-04-01T11:33:39Z,Effects of High-Order Co-occurrences on Word Semantic Similarities,"Benoît Lemaire, Guy Denhière",http://arxiv.org/pdf/0804.0143v1,"Current Psychology Letters - Behaviour, Brain and Cognition 18, 1 (2006) 1",none,cs.CL,Summary10780,0804.4584v1,2008-04-29T11:39:18Z,Feature Unification in TAG Derivation Trees,"Sylvain Schmitz, Joseph Le Roux",http://arxiv.org/pdf/0804.4584v1,"In TAG+9, Ninth International Workshop on Tree Adjoining Grammars and Related Formalisms, 2008",none,cs.CL,Summary10781,0805.2303v1,2008-05-15T13:30:08Z,Graph Algorithms for Improving Type-Logical Proof Search,Richard Moot,http://arxiv.org/pdf/0805.2303v1,"Dans Categorial grammars - an efficient tool for natural language processing - June 2004 - Categorial grammars - an efficient tool for natural language processing, Montpellier : France (2004)",none,cs.CL,Summary10782,0805.2537v1,2008-05-16T13:58:44Z,A toolkit for a generative lexicon,"Patrick Henry, Christian Bassac",http://arxiv.org/pdf/0805.2537v1,"Dans A toolkit for a Generative Lexicon - Fourth International Workshop on Generative Approaches to the Lexicon, PARIS : France (2007)",none,cs.CL,Summary10783,0805.3366v1,2008-05-21T23:44:06Z,Computational Representation of Linguistic Structures using Domain-Specific Languages,"Fabian Steeg, Christoph Benden, Paul O. Samuelsdorff",http://arxiv.org/pdf/0805.3366v1,No journal ref found,none,cs.CL,Summary10784,0805.4369v1,2008-05-28T14:56:18Z,A semantic space for modeling childrens semantic memory,"Guy Denhière, Benoît Lemaire, Cédrick Bellissens, Sandra Jhean",http://arxiv.org/pdf/0805.4369v1,"The handbook of Latent Semantic Analysis, Lawrence Erlbaum Associates (Ed.) (2007) 143-165",none,cs.CL,Summary10785,0805.4521v1,2008-05-29T11:53:39Z,Textual Entailment Recognizing by Theorem Proving Approach,"Doina Tatar, Militon Frentiu",http://arxiv.org/pdf/0805.4521v1,"Studia Univ.Babes-Bolyai, Informatica, Vol.LI, Number 2, 2006",none,cs.CL,Summary10786,0806.2581v1,2008-06-16T13:48:55Z,A chain dictionary method for Word Sense Disambiguation and applications,"Doina Tatar, Gabriela Serban, Andreea Mihis, Mihaiela Lupea, Dana Lupsa, Militon Frentiu",http://arxiv.org/pdf/0806.2581v1,"Studia Universitatis Babes-Bolyai, Special Issue, KEPT 2007, Knowledge Engineering: Principles and Technologies, Cluj-Napoca, June 6-8, 2007, pp 33-40,",none,cs.CL,Summary10787,0806.3787v2,2008-06-23T23:27:20Z,Computational Approaches to Measuring the Similarity of Short Contexts : A Review of Applications and Methods,Ted Pedersen,http://arxiv.org/pdf/0806.3787v2,"University of Minnesota Supercomputing Institute Research Report UMSI 2010/118, October 2010",none,cs.CL,Summary10788,0807.0311v1,2008-07-02T09:49:14Z,About the creation of a parallel bilingual corpora of web-publications,"D. V. Lande, V. V. Zhygalo",http://arxiv.org/pdf/0807.0311v1,No journal ref found,none,cs.CL,Summary10789,0807.3622v1,2008-07-23T09:05:50Z,TuLiPA: Towards a Multi-Formalism Parsing Environment for Grammar Engineering,"Laura Kallmeyer, Timm Lichte, Wolfgang Maier, Yannick Parmentier, Johannes Dellert, Kilian Evang",http://arxiv.org/pdf/0807.3622v1,No journal ref found,none,cs.CL,Summary10790,0808.2904v1,2008-08-21T10:54:54Z,Investigation of the Zipf-plot of the extinct Meroitic language,Reginald D. Smith,http://arxiv.org/pdf/0808.2904v1,"Glottometrics 15, 2007, 53-61",none,cs.CL,Summary10791,0808.3563v1,2008-08-26T18:17:44Z,What It Feels Like To Hear Voices: Fond Memories of Julian Jaynes,Stevan Harnad,http://arxiv.org/pdf/0808.3563v1,No journal ref found,none,cs.CL,Summary10792,0808.3616v3,2008-08-27T02:02:40Z,Constructing word similarities in Meroitic as an aid to decipherment,Reginald D. Smith,http://arxiv.org/pdf/0808.3616v3,"British Museum Studies in Ancient Egypt and Sudan, 12, 1-10 (2009)",none,cs.CL,Summary10793,0808.3889v1,2008-08-28T11:59:34Z,Open architecture for multilingual parallel texts,M. T. Carrasco Benitez,http://arxiv.org/pdf/0808.3889v1,No journal ref found,none,cs.CL,Summary10794,0810.0200v1,2008-10-01T15:53:36Z,Distribution of complexities in the Vai script,"Andrij Rovenchak, Ján Mačutek, Charles Riley",http://arxiv.org/pdf/0810.0200v1,"Glottometrics 18, 1-12 (2009)",none,cs.CL,Summary10795,0810.1199v1,2008-10-07T14:40:19Z,Une grammaire formelle du créole martiniquais pour la génération automatique,Pascal Vaillant,http://arxiv.org/pdf/0810.1199v1,"Actes de la 10eme conference annuelle sur le Traitement Automatique des Langues Naturelles (TALN 2003), p. 255-264. Batz-sur-mer, France, 10-14 juin 2003",none,cs.CL,Summary10796,0810.1207v1,2008-10-07T14:50:59Z,A Layered Grammar Model: Using Tree-Adjoining Grammars to Build a Common Syntactic Kernel for Related Dialects,Pascal Vaillant,http://arxiv.org/pdf/0810.1207v1,"Proceedings of the Ninth International Workshop on Tree Adjoining Grammars and Related Formalisms (TAG+9 2008), p. 157-164. Tuebingen, Baden-Wurttemberg, Germany, 6-8 June 2008",none,cs.CL,Summary10797,0811.0579v1,2008-11-04T19:31:58Z,UNL-French deconversion as transfer & generation from an interlingua with possible quality enhancement through offline human interaction,"Gilles sérasset, Christian Boitet",http://arxiv.org/pdf/0811.0579v1,"MACHINE TRANSLATION SUMMIT VII, Singapour : Singapour (1999)",none,cs.CL,Summary10798,0811.1260v1,2008-11-08T10:44:43Z,The Application of Fuzzy Logic to Collocation Extraction,"Raj Kishor Bisht, H. S. Dhami",http://arxiv.org/pdf/0811.1260v1,No journal ref found,none,cs.CL,Summary10799,0901.3017v1,2009-01-20T12:55:55Z,Statistical analysis of the Indus script using $n$-grams,"Nisha Yadav, Hrishikesh Joglekar, Rajesh P. N. Rao, M. N. Vahia, Iravatham Mahadevan, R. Adhikari",http://arxiv.org/pdf/0901.3017v1,No journal ref found,none,cs.CL,Summary10800,0901.4180v2,2009-01-27T06:29:10Z,Google distance between words,"Bjørn Kjos-Hanssen, Alberto J. Evangelista",http://arxiv.org/pdf/0901.4180v2,No journal ref found,none,cs.CL,Summary10801,0902.1033v1,2009-02-06T09:28:58Z,New Confidence Measures for Statistical Machine Translation,"Sylvain Raybaud, Caroline Lavecchia, David Langlois, Kamel Smaïli",http://arxiv.org/pdf/0902.1033v1,International Conference On Agents and Artificial Intelligence - ICAART 09 (2009),none,cs.CL,Summary10802,0902.2345v1,2009-02-13T17:08:10Z,Whats in a Message?,"Stergos D. Afantenos, Nicolas Hernandez",http://arxiv.org/pdf/0902.2345v1,"12th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2009), workshop on Cognitive Aspects of Computational Language Acquisition. Athens, Greece",none,cs.CL,Summary10803,0902.3072v1,2009-02-18T08:51:28Z,Syntactic variation of support verb constructions,"Eric Laporte, Elisabete Ranchhod, Anastasia Yannacopoulou",http://arxiv.org/pdf/0902.3072v1,"Lingvisticae Investigationes 31, 2 (2008) 173-185",none,cs.CL,Summary10804,0903.5168v1,2009-03-30T09:45:20Z,Mathematical Model for Transformation of Sentences from Active Voice to Passive Voice,"Rakesh Pandey, H. S. Dhami",http://arxiv.org/pdf/0903.5168v1,No journal ref found,none,cs.CL,Summary10805,0905.1609v1,2009-05-11T12:17:36Z,Acquisition of morphological families and derivational series from a machine readable dictionary,Nabil Hathout,http://arxiv.org/pdf/0905.1609v1,No journal ref found,none,cs.CL,Summary10806,0906.0675v1,2009-06-03T09:53:12Z,Encoding models for scholarly literature,"Martin Holmes, Laurent Romary",http://arxiv.org/pdf/0906.0675v1,"Publishing and digital libraries: Legal and organizational issues, Ioannis Iglezakis, Tatiana-Eleni Synodinou, Sarantos Kapidakis (Ed.) (2010) -",none,cs.CL,Summary10807,0906.2415v1,2009-06-12T23:50:06Z,Without a doubt? Unsupervised discovery of downward-entailing operators,"Cristian Danescu-Niculescu-Mizil, Lillian Lee, Richard Ducott",http://arxiv.org/pdf/0906.2415v1,"Proceedings of NAACL HLT, pp. 137--145, 2009",none,cs.CL,Summary10808,0906.5114v1,2009-06-28T02:32:53Z,Non-Parametric Bayesian Areal Linguistics,Hal Daumé III,http://arxiv.org/pdf/0906.5114v1,"Proceedings of the Conference of the North American Association for Computational Linguistics, 2009",none,cs.CL,Summary10809,0907.0785v1,2009-07-04T18:43:16Z,A Bayesian Model for Discovering Typological Implications,"Hal Daumé III, Lyle Campbell",http://arxiv.org/pdf/0907.0785v1,ACL 2007,none,cs.CL,Summary10810,0907.0804v1,2009-07-04T22:57:26Z,Induction of Word and Phrase Alignments for Automatic Document Summarization,"Hal Daumé III, Daniel Marcu",http://arxiv.org/pdf/0907.0804v1,"Computational Linguistics, 2005",none,cs.CL,Summary10811,0907.0806v1,2009-07-04T22:26:47Z,A Noisy-Channel Model for Document Compression,"Hal Daumé III, Daniel Marcu",http://arxiv.org/pdf/0907.0806v1,ACL 2002,none,cs.CL,Summary10812,0907.0807v1,2009-07-04T22:28:15Z,A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model,"Hal Daumé III, Daniel Marcu",http://arxiv.org/pdf/0907.0807v1,HLT/EMNLP 2005,none,cs.CL,Summary10813,0907.2452v1,2009-07-14T21:02:14Z,Pattern Based Term Extraction Using ACABIT System,"Koichi Takeuchi, Kyo Kageura, Teruo Koyama, Béatrice Daille, Laurent Romary",http://arxiv.org/pdf/0907.2452v1,"IEIC Technical Report 103, 280 (2003) 31-36",none,cs.CL,Summary10814,0908.4413v1,2009-08-30T18:50:19Z,Multiple Retrieval Models and Regression Models for Prior Art Search,"Patrice Lopez, Laurent Romary",http://arxiv.org/pdf/0908.4413v1,No journal ref found,none,cs.CL,Summary10815,0908.4431v1,2009-08-30T23:20:41Z,An OLAC Extension for Dravidian Languages,B Prabhulla Chandran Pillai,http://arxiv.org/pdf/0908.4431v1,No journal ref found,none,cs.CL,Summary10816,0909.1147v1,2009-09-07T06:29:51Z,Empowering OLAC Extension using Anusaaraka and Effective text processing using Double Byte coding,B Prabhulla Chandran Pillai,http://arxiv.org/pdf/0909.1147v1,No journal ref found,none,cs.CL,Summary10817,0909.2379v1,2009-09-12T22:27:57Z,Implementation of Rule Based Algorithm for Sandhi-Vicheda Of Compound Hindi Words,"Priyanka Gupta, Vishal Goyal",http://arxiv.org/pdf/0909.2379v1,"P.Gupta and V.Goyal, "" Implementation of Rule Based Algorithm for Sandhi-Vicheda Of Compound Hindi Words"", International Journal of Computer Science Issues (IJCSI), Volume 3, pp45-49, August 2009",none,cs.CL,Summary10818,0909.2626v1,2009-09-14T19:10:59Z,Reference Resolution within the Framework of Cognitive Grammar,"Susanne Salmon-Alt, Laurent Romary",http://arxiv.org/pdf/0909.2626v1,"International Colloqium on Cognitive Science, San Sebastian : Spain (2001)",none,cs.CL,Summary10819,0909.2715v1,2009-09-15T06:02:56Z,Marking-up multiple views of a Text: Discourse and Reference,"Dan Cristea, Nancy Ide, Laurent Romary",http://arxiv.org/pdf/0909.2715v1,"First International Language Resources and Evaluation Conference, Grenada, Espagne : France (1998)",none,cs.CL,Summary10820,0909.2718v1,2009-09-15T06:09:47Z,A Common XML-based Framework for Syntactic Annotations,"Nancy Ide, Laurent Romary, Tomaz Erjavec",http://arxiv.org/pdf/0909.2718v1,"1st NLP and XML Workshop, Tokyo, Japan : Japan (2001)",none,cs.CL,Summary10821,0909.2719v1,2009-09-15T06:10:45Z,Standards for Language Resources,"Nancy Ide, Laurent Romary",http://arxiv.org/pdf/0909.2719v1,"Third International Conference on Language Resources and Evaluation - LREC 2002, Las Palmas, Spain : France (2002)",none,cs.CL,Summary10822,0909.3027v1,2009-09-16T14:38:19Z,Language Models for Handwritten Short Message Services,"Emmanuel Ep Prochasson, Christian Viard-Gaudin, Emmanuel Morin",http://arxiv.org/pdf/0909.3027v1,"International Conference on Document Analysis and Recognition, Brazil (2007)",none,cs.CL,Summary10823,0909.3028v1,2009-09-16T14:39:05Z,Vers la reconnaissance de mini-messages manuscrits,"Emmanuel Prochasson, Emmanuel Morin, Christian Viard-Gaudin",http://arxiv.org/pdf/0909.3028v1,"Colloque International sur le Lexique et la Grammaire, Bonifacio : France (2007)",none,cs.CL,Summary10824,0909.3444v1,2009-09-18T14:23:05Z,Analyse en dépendances à laide des grammaires dinteraction,"Jonathan Marchand, Bruno Guillaume, Guy Perrier",http://arxiv.org/pdf/0909.3444v1,"Traitement Automatique des Langues Naturelles, Senlis : France (2009)",none,cs.CL,Summary10825,0909.3445v1,2009-09-18T14:25:29Z,Grouping Synonyms by Definitions,"Ingrid Falk, Claire Gardent, Evelyne Jacquey, Fabienne Venant",http://arxiv.org/pdf/0909.3445v1,"Recent Advances in Natural Language Processing (RANLP), Borovets : Bulgaria (2009)",none,cs.CL,Summary10826,0909.3591v1,2009-09-19T15:38:55Z,"Mathematics, Recursion, and Universals in Human Languages","P. Gilkey, S. Lopez Ornat, A. Karousou",http://arxiv.org/pdf/0909.3591v1,No journal ref found,none,cs.CL,Summary10827,0909.4280v1,2009-09-23T18:55:53Z,Towards Multimodal Content Representation,"Harry Bunt, Laurent Romary",http://arxiv.org/pdf/0909.4280v1,"LREC Workshop on International Standards of Terminology and Language Resources Management, Las Palams : Spain (2002)",none,cs.CL,Summary10828,0911.0894v1,2009-11-04T19:33:21Z,A New Computational Schema for Euphonic Conjunctions in Sanskrit Processing,"N. Rama, Meenakshi Lakshmanan",http://arxiv.org/pdf/0911.0894v1,"Rama N. and M. Lakshmanan, ""A New Computational Schema for Euphonic Conjunctions in Sanskrit Processing"", International Journal of Computer Science Issues, IJCSI, Volume 5, pp43-51, October 2009",none,cs.CL,Summary10829,0911.0907v1,2009-11-04T18:32:08Z,ANN-based Innovative Segmentation Method for Handwritten text in Assamese,"Kaustubh Bhattacharyya, Kandarpa Kumar Sarma",http://arxiv.org/pdf/0911.0907v1,"K. Bhattacharyya and K. K. Sarma, ""ANN-based Innovative Segmentation Method for Handwritten text in Assamese"", International Journal of Computer Science Issues, Volume 5, pp9-16, October 2009",none,cs.CL,Summary10830,0911.1516v2,2009-11-08T10:57:04Z,A Discourse-based Approach in Text-based Machine Translation,"Sana Ullah, M. A. Khan, Kyung Sup Kwak",http://arxiv.org/pdf/0911.1516v2,No journal ref found,none,cs.CL,Summary10831,0911.1517v2,2009-11-09T13:52:05Z,Resolution of Unidentified Words in Machine Translation,"Sana Ullah, M. Asdaque Hussain, Kyung Sup Kwak",http://arxiv.org/pdf/0911.1517v2,No journal ref found,none,cs.CL,Summary10832,0911.1842v1,2009-11-10T07:12:03Z,Standards for Language Resources,"Nancy Ide, Laurent Romary",http://arxiv.org/pdf/0911.1842v1,"IRCS Workshop on Linguistic Databases, Philadelphia : United States (2001)",none,cs.CL,Summary10833,0911.2284v2,2009-11-12T01:48:12Z,A New Look at the Classical Entropy of Written English,Fabio G. Guerrero,http://arxiv.org/pdf/0911.2284v2,No journal ref found,none,cs.CL,Summary10834,0911.5116v1,2009-11-26T16:27:58Z,Standardization of the formal representation of lexical information for NLP,Laurent Romary,http://arxiv.org/pdf/0911.5116v1,Dictionarie. An International Encyclopedia of Lexicography. Supplementary volume: Recent developments with special focus on computational lexicography (2010) -,none,cs.CL,Summary10835,0912.1820v1,2009-12-09T18:03:20Z,Parsing of part-of-speech tagged Assamese Texts,"Mirzanur Rahman, Sufal Das, Utpal Sharma",http://arxiv.org/pdf/0912.1820v1,"M. Rahman, S. Das and U. Sharma, ""Parsing of part-of-speech tagged Assamese Texts"", International Journal of Computer Science Issues, IJCSI, Volume 6, Issue 1, pp28-34, November 2009",none,cs.CL,Summary10836,0912.2881v2,2009-12-15T13:30:14Z,Representing human and machine dictionaries in Markup languages,"Lothar Lemnitzer, Laurent Romary, Andreas Witt",http://arxiv.org/pdf/0912.2881v2,"Dictionaries. An International Encyclopedia of Lexicography. Supplementary volume: Recent developments with special focus on computational lexicography, Ulrich Heid (Ed.) (2010)",none,cs.CL,Summary10837,1001.2267v1,2010-01-13T19:02:18Z,"Speech Recognition by Machine, A Review","M. A. Anusuya, S. K. Katti",http://arxiv.org/pdf/1001.2267v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 3, pp. 181-205, December 2009, USA",none,cs.CL,Summary10838,1001.4273v1,2010-01-24T20:23:10Z,Sentence Simplification Aids Protein-Protein Interaction Extraction,"Siddhartha Jonnalagadda, Graciela Gonzalez",http://arxiv.org/pdf/1001.4273v1,"The 3rd International Symposium on Languages in Biology and Medicine, Jeju Island, South Korea, November 8-10, 2009",none,cs.CL,Summary10839,1001.4277v1,2010-01-24T20:35:29Z,Towards Effective Sentence Simplification for Automatic Processing of Biomedical Text,"Siddhartha Jonnalagadda, Luis Tari, Jorg Hakenberg, Chitta Baral, Graciela Gonzalez",http://arxiv.org/pdf/1001.4277v1,"Proc. of the NAACL-HLT 2009, Boulder, USA, June 2009",none,cs.CL,Summary10840,1003.0206v1,2010-02-28T19:00:12Z,Why has (reasonably accurate) Automatic Speech Recognition been so hard to achieve?,"Steven Wegmann, Larry Gillick",http://arxiv.org/pdf/1003.0206v1,No journal ref found,none,cs.CL,Summary10841,1003.0337v1,2010-03-01T18:04:39Z,Change of word types to word tokens ratio in the course of translation (based on Russian translations of K. Vonnegut novels),Andrey Kutuzov,http://arxiv.org/pdf/1003.0337v1,No journal ref found,none,cs.CL,Summary10842,1003.0628v1,2010-03-02T16:52:32Z,Linguistic Geometries for Unsupervised Dimensionality Reduction,"Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon",http://arxiv.org/pdf/1003.0628v1,No journal ref found,none,cs.CL,Summary10843,1003.1399v1,2010-03-06T16:34:40Z,Automatic derivation of domain terms and concept location based on the analysis of the identifiers,"Peter Vaclavik, Jaroslav Poruban, Marek Mezei",http://arxiv.org/pdf/1003.1399v1,"Acta Univ. Sapientiae, Informatica, 2,1 (2010) 40-50",none,cs.CL,Summary10844,1003.1455v1,2010-03-07T11:28:08Z,"A Computational Algorithm based on Empirical Analysis, that Composes Sanskrit Poetry","Rama N., Meenakshi Lakshmanan",http://arxiv.org/pdf/1003.1455v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 2, pp. 056-062, February 2010, USA",none,cs.CL,Summary10845,1003.4894v1,2010-03-25T14:03:51Z,La représentation formelle des concepts spatiaux dans la langue,"Michel Aurnague, Laure Vieu, Andrée Borillo",http://arxiv.org/pdf/1003.4894v1,"Langage et cognition spatiale, Michel Denis (Ed.) (1997) 69-102",none,cs.CL,Summary10846,1003.5372v1,2010-03-28T15:17:22Z,Learning Recursive Segments for Discourse Parsing,"Stergos Afantenos, Pascal Denis, Philippe Muller, Laurence Danlos",http://arxiv.org/pdf/1003.5372v1,No journal ref found,none,cs.CL,Summary10847,1004.4181v1,2010-04-23T17:00:18Z,Displacement Calculus,"Glyn Morrill, Oriol Valentín",http://arxiv.org/pdf/1004.4181v1,No journal ref found,none,cs.CL,Summary10848,1005.3902v1,2010-05-21T08:12:12Z,Morphonette: a morphological network of French,Nabil Hathout,http://arxiv.org/pdf/1005.3902v1,No journal ref found,none,cs.CL,Summary10849,1005.4697v3,2010-05-25T20:36:09Z,The Lambek-Grishin calculus is NP-complete,Jeroen Bransen,http://arxiv.org/pdf/1005.4697v3,No journal ref found,none,cs.CL,Summary10850,1005.5466v1,2010-05-29T16:37:02Z,Quantitative parametrization of texts written by Ivan Franko: An attempt of the project,Solomiya Buk,http://arxiv.org/pdf/1005.5466v1,No journal ref found,none,cs.CL,Summary10851,1006.0153v1,2010-06-01T15:20:59Z,Ivan Frankos novel Dlja domashnjoho ohnyshcha (For the Hearth) in the light of the frequency dictionary,Solomiya Buk,http://arxiv.org/pdf/1006.0153v1,No journal ref found,none,cs.CL,Summary10852,1006.2809v1,2010-06-14T19:20:31Z,Offline Arabic Handwriting Recognition Using Artificial Neural Network,"A. A Zaidan, B. B Zaidan, Hamid. A. Jalab, Hamdan. O. Alanazi, Rami Alnaqeib",http://arxiv.org/pdf/1006.2809v1,"Journal of Computer Science and Engineering, Volume 1, Issue 1, p55-58, May 2010",none,cs.CL,Summary10853,1006.2835v1,2010-06-14T20:07:32Z,Fuzzy Modeling and Natural Language Processing for Paninis Sanskrit Grammar,P. Venkata Subba Reddy,http://arxiv.org/pdf/1006.2835v1,"Journal of Computer Science and Engineering, Volume 1, Issue 1, p99-101, May 2010",none,cs.CL,Summary10854,1006.3787v7,2010-06-18T19:54:29Z,Complete Complementary Results Report of the MARFs NLP Approach to the DEFT 2010 Competition,Serguei A. Mokhov,http://arxiv.org/pdf/1006.3787v7,No journal ref found,none,cs.CL,Summary10855,1006.5880v1,2010-06-30T15:10:33Z,Testing SDRTs Right Frontier,"Stergos Afantenos, Nicholas Asher",http://arxiv.org/pdf/1006.5880v1,Proceedings of COLING 2010,none,cs.CL,Summary10856,1008.0170v1,2010-08-01T12:45:58Z,Symmetric categorial grammar: residuation and Galois connections,Michael Moortgat,http://arxiv.org/pdf/1008.0170v1,No journal ref found,none,cs.CL,Summary10857,1008.1986v1,2010-08-11T20:01:59Z,For the sake of simplicity: Unsupervised extraction of lexical simplifications from Wikipedia,"Mark Yatskar, Bo Pang, Cristian Danescu-Niculescu-Mizil, Lillian Lee",http://arxiv.org/pdf/1008.1986v1,"Proceedings of the NAACL, pp. 365-368, 2010. Short paper",none,cs.CL,Summary10858,1008.3169v2,2010-08-18T20:08:22Z,Dont have a clue? Unsupervised co-learning of downward-entailing operators,"Cristian Danescu-Niculescu-Mizil, Lillian Lee",http://arxiv.org/pdf/1008.3169v2,"Proceedings of the ACL Short Papers, pp. 247-252, 2010",none,cs.CL,Summary10859,1009.3238v1,2010-09-16T18:19:57Z,Tableaux for the Lambek-Grishin calculus,Arno Bastenhof,http://arxiv.org/pdf/1009.3238v1,No journal ref found,none,cs.CL,Summary10860,1010.1826v1,2010-10-09T10:09:18Z,A probabilistic top-down parser for minimalist grammars,Thomas Mainguy,http://arxiv.org/pdf/1010.1826v1,No journal ref found,none,cs.CL,Summary10861,1010.2384v1,2010-10-12T13:20:30Z,Learning Taxonomy for Text Segmentation by Formal Concept Analysis,"Mihaiela Lupea, Doina Tatar, Zsuzsana Marian",http://arxiv.org/pdf/1010.2384v1,No journal ref found,none,cs.CL,Summary10862,1011.0519v1,2010-11-02T06:37:31Z,Stabilizing knowledge through standards - A perspective for the humanities,Laurent Romary,http://arxiv.org/pdf/1011.0519v1,"Going Digital: Evolutionary and Revolutionary Aspects of Digitization, Karl Grandin (Ed.) (2011)",none,cs.CL,Summary10863,1011.0835v1,2010-11-03T10:05:15Z,A PDTB-Styled End-to-End Discourse Parser,"Ziheng Lin, Hwee Tou Ng, Min-Yen Kan",http://arxiv.org/pdf/1011.0835v1,"Natural Language Engineering 20 (02), 151 - 184, 2014",none,cs.CL,Summary10864,1011.2922v1,2010-11-12T14:43:04Z,Emoticonsciousness,"Carl Vogel, Jerom Janssen",http://arxiv.org/pdf/1011.2922v1,No journal ref found,none,cs.CL,Summary10865,1011.4623v1,2010-11-21T00:15:27Z,Opinion Polarity Identification through Adjectives,"Samaneh Moghaddam, Fred Popowich",http://arxiv.org/pdf/1011.4623v1,No journal ref found,none,cs.CL,Summary10866,1011.5188v2,2010-11-23T18:20:40Z,La réduction de termes complexes dans les langues de spécialité,"Yannis Haralambous, Elisa Lavagnino",http://arxiv.org/pdf/1011.5188v2,Traitement Automatique de Langues 2011 (52/1),none,cs.CL,Summary10867,1012.5962v2,2010-12-29T15:40:09Z,Annotated English,Jose Hernandez-Orallo,http://arxiv.org/pdf/1012.5962v2,No journal ref found,none,cs.CL,Summary10868,1103.1898v1,2011-03-09T21:43:46Z,Recognizing Uncertainty in Speech,"Heather Pon-Barry, Stuart M. Shieber",http://arxiv.org/pdf/1103.1898v1,"EURASIP Journal on Advances in Signal Processing, Volume 2011, Article ID 251753, 11 pages",none,cs.CL,Summary10869,1103.2950v1,2011-03-15T16:21:24Z,Fitting Ranked English and Spanish Letter Frequency Distribution in U.S. and Mexican Presidential Speeches,"Wentian Li, Pedro Miramontes",http://arxiv.org/pdf/1103.2950v1,"Journal of Quantitative Linguistics, 18(4):359-380 (2011)",none,cs.CL,Summary10870,1103.5676v1,2011-03-29T15:05:11Z,Codeco: A Grammar Notation for Controlled Natural Language in Predictive Editors,Tobias Kuhn,http://arxiv.org/pdf/1103.5676v1,"In Pre-Proceedings of the Second Workshop on Controlled Natural Languages (CNL 2010), CEUR Workshop Proceedings, Volume 622, 2010",none,cs.CL,Summary10871,1105.1072v1,2011-05-05T13:51:46Z,English-Lithuanian-English Machine Translation lexicon and engine: current state and future work,"G. Barisevičius, B. Tamulynas",http://arxiv.org/pdf/1105.1072v1,"Informacin\.{e}s technologijos 2006 : conference proceedings / Kaunas University of Technology. T. 1. Kaunas : Technologija, 2006. p. 109-112",none,cs.CL,Summary10872,1105.1226v1,2011-05-06T05:26:43Z,Multilingual lexicon design tool and database management system for MT,"G. Barisevičius, B. Tamulynas",http://arxiv.org/pdf/1105.1226v1,"Proceedings of the 2nd Baltic Conference on Human Language Technologies, April 4-5, 2005, Tallin, Estonia. Tallin : Tallin University of Technology, 2005. ISBN 9985894839. p. 219-224",none,cs.CL,Summary10873,1105.6162v2,2011-05-31T05:03:06Z,A statistical learning algorithm for word segmentation,Jerry R. Van Aken,http://arxiv.org/pdf/1105.6162v2,No journal ref found,none,cs.CL,Summary10874,1106.0673v1,2011-06-03T14:54:46Z,Computational Approach to Anaphora Resolution in Spanish Dialogues,"P. Martinez-Barco, M. Palomar",http://arxiv.org/pdf/1106.0673v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 263-287, 2001",none,cs.CL,Summary10875,1106.5264v1,2011-06-26T21:05:14Z,Acquiring Correct Knowledge for Natural Language Generation,"E. Reiter, R. Robertson, S. G. Sripada",http://arxiv.org/pdf/1106.5264v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 491-516, 2003",none,cs.CL,Summary10876,1106.5973v1,2011-06-27T20:13:07Z,Entropy of Telugu,Venkata Ravinder Paruchuri,http://arxiv.org/pdf/1106.5973v1,No journal ref found,none,cs.CL,Summary10877,1107.0193v3,2011-07-01T11:01:52Z,On the origin of ambiguity in efficient communication,"Jordi Fortuny, Bernat Corominas-Murtra",http://arxiv.org/pdf/1107.0193v3,"Journal of Logic, Language and Information. 0925-8531, pp 1--19 (2013)",none,cs.CL,Summary10878,1107.1753v1,2011-07-09T00:40:06Z,Notes on Electronic Lexicography,Yavor Parvanov,http://arxiv.org/pdf/1107.1753v1,No journal ref found,none,cs.CL,Summary10879,1107.4687v2,2011-07-23T12:56:02Z,Fence - An Efficient Parser with Ambiguity Support for Model-Driven Language Specification,"Luis Quesada, Fernando Berzal, Francisco J. Cortijo",http://arxiv.org/pdf/1107.4687v2,No journal ref found,none,cs.CL,Summary10880,1107.4723v2,2011-07-24T06:27:56Z,"A Semantic Relatedness Measure Based on Combined Encyclopedic, Ontological and Collocational Knowledge","Yannis Haralambous, Vitaly Klyuev",http://arxiv.org/pdf/1107.4723v2,"Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang-Mai, Thailand, November 8-13, 2011",none,cs.CL,Summary10881,1107.4734v1,2011-07-24T08:35:12Z,Design of Arabic Diacritical Marks,"Mohamed Hssini, Azzeddine Lazrek",http://arxiv.org/pdf/1107.4734v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 3, May 2011",none,cs.CL,Summary10882,1107.4796v1,2011-07-24T20:37:57Z,Use Pronunciation by Analogy for text to speech system in Persian language,"Ali Jowharpour, Masha allah abbasi dezfuli, Mohammad hosein Yektaee",http://arxiv.org/pdf/1107.4796v1,"IJCSI Volume 8, Issue 3, May 2011",none,cs.CL,Summary10883,1107.5743v1,2011-07-28T15:37:56Z,NEMO: Extraction and normalization of organization names from PubMed affiliation strings,"Siddhartha Jonnalagadda, Philip Topham",http://arxiv.org/pdf/1107.5743v1,"Siddhartha Jonnalagadda, Philip Topham. NEMO: Extraction and normalization of organization names from PubMed affiliation strings. Journal of Biomedical Discovery and Collaboration, 2010 Oct 4;5:50-75",none,cs.CL,Summary10884,1107.5744v1,2011-07-28T15:40:31Z,BioSimplify: an open source sentence simplification engine to improve recall in automatic biomedical information extraction,"Siddhartha Jonnalagadda, Graciela Gonzalez",http://arxiv.org/pdf/1107.5744v1,"Siddhartha Jonnalagadda, Graciela Gonzalez. BioSimplify: an open source sentence simplification engine to improve recall in automatic biomedical information extraction. In Annual Proceedings of AMIA 2010",none,cs.CL,Summary10885,1107.5752v2,2011-07-28T15:59:21Z,An Effective Approach to Biomedical Information Extraction with Limited Training Data,Siddhartha Jonnalagadda,http://arxiv.org/pdf/1107.5752v2,"Jonnalagadda S. An effective approach to biomedical information extraction with limited training data (PhD Dissertation, Arizona State University). 2011;",none,cs.CL,Summary10886,1108.0353v2,2011-08-01T16:20:50Z,Cross-moments computation for stochastic context-free grammars,"Velimir M. Ilic, Miroslav D. Ciric, Miomir S. Stankovic",http://arxiv.org/pdf/1108.0353v2,No journal ref found,none,cs.CL,Summary10887,1108.0631v3,2011-08-02T17:33:36Z,Serialising the ISO SynAF Syntactic Object Model,"Laurent Romary, Amir Zeldes, Florian Zipser",http://arxiv.org/pdf/1108.0631v3,No journal ref found,none,cs.CL,Summary10888,1108.1966v1,2011-08-09T16:03:24Z,A Concise Query Language with Search and Transform Operations for Corpora with Multiple Levels of Annotation,Anil Kumar Singh,http://arxiv.org/pdf/1108.1966v1,No journal ref found,none,cs.CL,Summary10889,1108.3843v1,2011-08-18T20:04:28Z,Using Inverse lambda and Generalization to Translate English to Formal Languages,"Chitta Baral, Juraj Dzifcak, Marcos Alvarez Gonzalez, Jiayu Zhou",http://arxiv.org/pdf/1108.3843v1,"Proceedings of International Conference on Computational Semantics (IWCS) 2011, Oxford, pp:35-44",none,cs.CL,Summary10890,1108.3848v1,2011-08-18T20:12:50Z,Language understanding as a step towards human level intelligence - automatizing the construction of the initial dictionary from example sentences,"Chitta Baral, Juraj Dzifcak",http://arxiv.org/pdf/1108.3848v1,No journal ref found,none,cs.CL,Summary10891,1108.5096v1,2011-08-25T14:15:46Z,"Minimalist Grammars and Minimalist Categorial Grammars, definitions toward inclusion of generated languages",Maxime Amblard,http://arxiv.org/pdf/1108.5096v1,Logic and Grammar (2011) 1-20,none,cs.CL,Summary10892,1110.1470v3,2011-10-07T09:53:41Z,A Constraint-Satisfaction Parser for Context-Free Grammars,"Luis Quesada, Fernando Berzal, Francisco J. Cortijo",http://arxiv.org/pdf/1110.1470v3,No journal ref found,none,cs.CL,Summary10893,1110.1758v2,2011-10-08T19:15:12Z,Data formats for phonological corpora,"Laurent Romary, Andreas Witt",http://arxiv.org/pdf/1110.1758v2,No journal ref found,none,cs.CL,Summary10894,1110.2215v1,2011-10-10T22:13:24Z,NP Animacy Identification for Anaphora Resolution,"R. J. Evans, C. Orasan",http://arxiv.org/pdf/1110.2215v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 79-103, 2007",none,cs.CL,Summary10895,1110.4248v1,2011-10-19T11:45:16Z,Ideogram Based Chinese Sentiment Word Orientation Computation,Luojie Xiang,http://arxiv.org/pdf/1110.4248v1,No journal ref found,none,cs.CL,Summary10896,1112.0168v1,2011-12-01T12:52:22Z,Statistical Sign Language Machine Translation: from English written text to American Sign Language Gloss,"Achraf Othman, Mohamed Jemni",http://arxiv.org/pdf/1112.0168v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 5, No 3, 2011, 65-73",none,cs.CL,Summary10897,1112.0396v1,2011-12-02T07:15:49Z,Grammatical Relations of Myanmar Sentences Augmented by Transformation-Based Learning of Function Tagging,"Win Win Thant, Tin Myat Htwe, Ni Lar Thein",http://arxiv.org/pdf/1112.0396v1,No journal ref found,none,cs.CL,Summary10898,1112.2468v1,2011-12-12T08:07:49Z,"Creating a Live, Public Short Message Service Corpus: The NUS SMS Corpus","Tao Chen, Min-Yen Kan",http://arxiv.org/pdf/1112.2468v1,"Language Resources and Evaluation, Aug 2012",none,cs.CL,Summary10899,1112.6286v1,2011-12-29T11:47:05Z,Visualization and Analysis of Frames in Collections of Messages: Content Analysis and the Measurement of Meaning,"Esther Vlieger, Loet Leydesdorff",http://arxiv.org/pdf/1112.6286v1,No journal ref found,none,cs.CL,Summary10900,1112.6384v1,2011-12-29T19:16:20Z,Proof nets for the Lambek-Grishin calculus,"Michael Moortgat, Richard Moot",http://arxiv.org/pdf/1112.6384v1,No journal ref found,none,cs.CL,Summary10901,1201.1192v1,2012-01-05T15:22:05Z,Formalization of semantic network of image constructions in electronic content,"Oleg Bisikalo, Irina Kravchuk",http://arxiv.org/pdf/1201.1192v1,No journal ref found,none,cs.CL,Summary10902,1201.2010v1,2012-01-10T10:33:18Z,Recognizing Bangla Grammar using Predictive Parser,"K. M. Azharul Hasan, Al-Mahmud, Amit Mondal, Amit Saha",http://arxiv.org/pdf/1201.2010v1,No journal ref found,none,cs.CL,Summary10903,1201.6224v2,2012-01-30T14:26:31Z,Wikipedia Arborification and Stratified Explicit Semantic Analysis,"Yannis Haralambous, Vitaly Klyuev",http://arxiv.org/pdf/1201.6224v2,No journal ref found,none,cs.CL,Summary10904,1202.0116v1,2012-02-01T08:36:50Z,Inference and Plausible Reasoning in a Natural Language Understanding System Based on Object-Oriented Semantics,Yuriy Ostapov,http://arxiv.org/pdf/1202.0116v1,No journal ref found,none,cs.CL,Summary10905,1202.1054v1,2012-02-06T06:33:03Z,Considering a resource-light approach to learning verb valencies,Alex Rudnick,http://arxiv.org/pdf/1202.1054v1,No journal ref found,none,cs.CL,Summary10906,1202.1568v2,2012-02-08T00:49:36Z,Beyond Sentiment: The Manifold of Human Emotions,"Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan Essa",http://arxiv.org/pdf/1202.1568v2,"Proceedings of the 16 International Conference on Artificial Intelligence and Statistics (AISTATS) 2013, Scottsdale, AZ, USA. Volume 31 of JMLR: W&CP 31",none,cs.CL,Summary10907,1202.6266v1,2012-02-28T16:04:36Z,Realisation dun systeme de reconnaissance automatique de la parole arabe base sur CMU Sphinx,"Ali Sadiqui, Noureddine Chenfour",http://arxiv.org/pdf/1202.6266v1,"Ann. Univ. Tibiscus Comp. Sci. Series VIII / 1 (2010), 27-40",none,cs.CL,Summary10908,1205.0627v1,2012-05-03T06:49:59Z,Rule-weighted and terminal-weighted context-free grammars have identical expressivity,Yann Ponty,http://arxiv.org/pdf/1205.0627v1,No journal ref found,none,cs.CL,Summary10909,1205.1603v1,2012-05-08T07:01:40Z,Parsing of Myanmar sentences with function tagging,"Win Win Thant, Tin Myat Htwe, Ni Lar Thein",http://arxiv.org/pdf/1205.1603v1,No journal ref found,none,cs.CL,Summary10910,1205.3183v1,2012-05-14T20:12:06Z,A Model-Driven Probabilistic Parser Generator,"Luis Quesada, Fernando Berzal, Francisco J. Cortijo",http://arxiv.org/pdf/1205.3183v1,No journal ref found,none,cs.CL,Summary10911,1205.3316v1,2012-05-15T10:34:05Z,"Arabic Language Learning Assisted by Computer, based on Automatic Speech Recognition","Naim Terbeh, Mounir Zrigui",http://arxiv.org/pdf/1205.3316v1,No journal ref found,none,cs.CL,Summary10912,1205.4298v1,2012-05-19T05:04:31Z,Task-specific Word-Clustering for Part-of-Speech Tagging,Yoav Goldberg,http://arxiv.org/pdf/1205.4298v1,No journal ref found,none,cs.CL,Summary10913,1205.4387v1,2012-05-20T06:36:19Z,Precision-biased Parsing and High-Quality Parse Selection,"Yoav Goldberg, Michael Elhadad",http://arxiv.org/pdf/1205.4387v1,No journal ref found,none,cs.CL,Summary10914,1205.5407v2,2012-05-24T11:53:41Z,FASTSUBS: An Efficient and Exact Procedure for Finding the Most Likely Lexical Substitutes Based on an N-gram Language Model,Deniz Yuret,http://arxiv.org/pdf/1205.5407v2,No journal ref found,none,cs.CL,Summary10915,1205.6832v1,2012-01-20T17:33:47Z,Système daide à laccès lexical : trouver le mot quon a sur le bout de la langue,"Gaëlle Lortal, Brigitte Grau, Michael Zock",http://arxiv.org/pdf/1205.6832v1,No journal ref found,none,cs.CL,Summary10916,1206.0042v1,2012-05-31T22:02:32Z,Language Acquisition in Computers,"Megan Belzner, Sean Colin-Ellerin, Jorge H. Roman",http://arxiv.org/pdf/1206.0042v1,No journal ref found,none,cs.CL,Summary10917,1206.0381v1,2012-06-02T13:23:18Z,UNL Based Bangla Natural Text Conversion - Predicate Preserving Parser Approach,"Md. Nawab Yousuf Ali, Shamim Ripon, Shaikh Muhammad Allayear",http://arxiv.org/pdf/1206.0381v1,No journal ref found,none,cs.CL,Summary10918,1206.1066v1,2012-06-05T20:15:35Z,Hedge detection as a lens on framing in the GMO debates: A position paper,"Eunsol Choi, Chenhao Tan, Lillian Lee, Cristian Danescu-Niculescu-Mizil, Jennifer Spindel",http://arxiv.org/pdf/1206.1066v1,No journal ref found,none,cs.CL,Summary10919,1206.2009v1,2012-06-10T09:27:51Z,Developing a model for a text database indexed pedagogically for teaching the Arabic language,"Asma Boudhief, Mohsen Maraoui, Mounir Zrigui",http://arxiv.org/pdf/1206.2009v1,No journal ref found,none,cs.CL,Summary10920,1206.4522v1,2012-06-20T15:06:48Z,BADREX: In situ expansion and coreference of biomedical abbreviations using dynamic regular expressions,Phil Gooch,http://arxiv.org/pdf/1206.4522v1,No journal ref found,none,cs.CL,Summary10921,1206.5333v2,2012-06-22T22:30:44Z,"TempEval-3: Evaluating Events, Time Expressions, and Temporal Relations","Naushad UzZaman, Hector Llorens, James Allen, Leon Derczynski, Marc Verhagen, James Pustejovsky",http://arxiv.org/pdf/1206.5333v2,No journal ref found,none,cs.CL,Summary10922,1208.0200v1,2012-08-01T13:06:54Z,Adaptation of pedagogical resources description standard (LOM) with the specificity of Arabic language,"Asma Boudhief, Mohsen Maraoui, Mounir Zrigui",http://arxiv.org/pdf/1208.0200v1,No journal ref found,none,cs.CL,Summary10923,1208.3001v1,2012-08-15T00:53:39Z,More than Word Frequencies: Authorship Attribution via Natural Frequency Zoned Word Distribution Analysis,"Zhili Chen, Liusheng Huang, Wei Yang, Peng Meng, Haibo Miao",http://arxiv.org/pdf/1208.3001v1,No journal ref found,none,cs.CL,Summary10924,1208.4079v1,2012-08-20T18:34:27Z,Recent Technological Advances in Natural Language Processing and Artificial Intelligence,Nishal Pradeepkumar Shah,http://arxiv.org/pdf/1208.4079v1,No journal ref found,none,cs.CL,Summary10925,1208.4503v1,2012-08-22T14:11:07Z,Introduction of the weight edition errors in the Levenshtein distance,Gueddah Hicham,http://arxiv.org/pdf/1208.4503v1,No journal ref found,none,cs.CL,Summary10926,1208.6109v1,2012-08-30T08:30:32Z,Average word length dynamics as indicator of cultural changes in society,"Vladimir V. Bochkarev, Anna V. Shevlyakova, Valery D. Solovyev",http://arxiv.org/pdf/1208.6109v1,"Social Evolution & History. Volume 14, number 2, p. 153-175 (2015)",none,cs.CL,Summary10927,1212.1192v2,2012-12-05T22:10:04Z,Using external sources of bilingual information for on-the-fly word alignment,"Miquel Esplà-Gomis, Felipe Sánchez-Martínez, Mikel L. Forcada",http://arxiv.org/pdf/1212.1192v2,No journal ref found,none,cs.CL,Summary10928,1212.3162v1,2012-12-13T13:00:55Z,Diachronic Variation in Grammatical Relations,"Aaron Gerow, Khurshid Ahmad",http://arxiv.org/pdf/1212.3162v1,"Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India",none,cs.CL,Summary10929,1212.4315v1,2012-12-18T11:33:50Z,Assessing Sentiment Strength in Words Prior Polarities,"Lorenzo Gatti, Marco Guerini",http://arxiv.org/pdf/1212.4315v1,No journal ref found,none,cs.CL,Summary10930,1212.4674v1,2012-12-19T14:40:38Z,Natural Language Understanding Based on Semantic Relations between Sentences,Hyeok Kong,http://arxiv.org/pdf/1212.4674v1,No journal ref found,none,cs.CL,Summary10931,1302.1123v1,2013-02-05T17:09:49Z,Large Scale Distributed Acoustic Modeling With Back-off N-grams,"Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson",http://arxiv.org/pdf/1302.1123v1,No journal ref found,none,cs.CL,Summary10932,1302.1380v1,2013-02-06T14:17:55Z,Towards the Rapid Development of a Natural Language Understanding Module,"Catarina Moreira, Ana Cristina Mendes, Luísa Coheur, Bruno Martins",http://arxiv.org/pdf/1302.1380v1,"In Proceedings of the 11th International Conference on Intelligent Virtual Agents, 2011",none,cs.CL,Summary10933,1302.1572v1,2013-02-06T15:59:24Z,Lexical Access for Speech Understanding using Minimum Message Length Encoding,"Ian Thomas, Ingrid Zukerman, Jonathan Oliver, David Albrecht, Bhavani Raskutti",http://arxiv.org/pdf/1302.1572v1,No journal ref found,none,cs.CL,Summary10934,1302.3057v1,2013-02-13T11:54:56Z,Building a reordering system using tree-to-string hierarchical model,"Jacob Dlougach, Irina Galinskaya",http://arxiv.org/pdf/1302.3057v1,No journal ref found,none,cs.CL,Summary10935,1302.4489v1,2013-02-19T00:30:57Z,Termhood-based Comparability Metrics of Comparable Corpus in Special Domain,"Sa Liu, Chengzhi Zhang",http://arxiv.org/pdf/1302.4489v1,"Lecture Notes in Computer Science Volume 7717, 2013, pp 134-144",none,cs.CL,Summary10936,1302.4492v1,2013-02-19T00:37:21Z,Bilingual Terminology Extraction Using Multi-level Termhood,"Chengzhi Zhang, Dan Wu",http://arxiv.org/pdf/1302.4492v1,"Electronic Library, The, Vol. 30 Iss: 2, 2012, pp.295 - 309",none,cs.CL,Summary10937,1302.4811v1,2013-02-20T05:46:53Z,Towards a Semantic-based Approach for Modeling Regulatory Documents in Building Industry,"Khalil Riad Bouzidi, Catherine Faron-Zucker, Bruno Fies, Olivier Corby, Le-Thanh Nhan",http://arxiv.org/pdf/1302.4811v1,"9th European Conference on Product \& Process Modelling, ECPPM 2012 (2012)",none,cs.CL,Summary10938,1302.4813v1,2013-02-20T05:47:32Z,Probabilistic Frame Induction,"Jackie Chi Kit Cheung, Hoifung Poon, Lucy Vanderwende",http://arxiv.org/pdf/1302.4813v1,No journal ref found,none,cs.CL,Summary10939,1302.4814v1,2013-02-20T05:47:44Z,NLP and CALL: integration is working,"Georges Antoniadis, Sylviane Granger, Olivier Kraif, Claude Ponton, Virginie Zampa",http://arxiv.org/pdf/1302.4814v1,"TaLC7, France (2006)",none,cs.CL,Summary10940,1302.5645v1,2013-02-18T15:28:51Z,Role of temporal inference in the recognition of textual inference,Djallel Bouneffouf,http://arxiv.org/pdf/1302.5645v1,No journal ref found,none,cs.CL,Summary10941,1302.6777v1,2013-02-27T14:13:10Z,Ending-based Strategies for Part-of-speech Tagging,"Greg Adams, Beth Millar, Eric Neufeld, Tim Philip",http://arxiv.org/pdf/1302.6777v1,No journal ref found,none,cs.CL,Summary10942,0708.1564v1,2007-08-11T13:09:27Z,Learning Phonotactics Using ILP,Stasinos Konstantopoulos,http://arxiv.org/pdf/0708.1564v1,Special Issue of the WEB-SLS Journal: The Language Sections of the ESSLLI-01 Student Session. 2002,none,cs.CL,Summary10943,0910.0537v1,2009-10-03T12:26:47Z,A Note On Higher Order Grammar,Victor Gluzberg,http://arxiv.org/pdf/0910.0537v1,No journal ref found,none,cs.CL,Summary10944,0910.1484v1,2009-10-08T12:21:22Z,Ludics and its Applications to natural Language Semantics,"Alain Lecomte, Myriam Quatrini",http://arxiv.org/pdf/0910.1484v1,"Lecture Notes in Artificial Intelligence LNAI, 5514 (2009) pp 242--255",none,cs.CL,Summary10945,0910.1868v1,2009-10-09T21:40:26Z,Evaluation of Hindi to Punjabi Machine Translation System,"Vishal Goyal, Gurpreet Singh Lehal",http://arxiv.org/pdf/0910.1868v1,"V.Goyal and G. Singh Lehal, ""Evaluation of Hindi to Punjabi Machine Translation System"", International Journal of Computer Science Issues, IJCSI, Volume 4, Issue 1, pp36-39, September 2009",none,cs.CL,Summary10946,1002.0478v1,2010-02-02T13:23:47Z,Étude et traitement automatique de langlais du XVIIe siècle : outils morphosyntaxiques et dictionnaires,"Odile Piton, Hélène Pignot",http://arxiv.org/pdf/1002.0478v1,No journal ref found,none,cs.CL,Summary10947,1002.0479v1,2010-02-02T13:24:20Z,"""Mind your ps and qs"": or the peregrinations of an apostrophe in 17th Century English","Odile Piton, Hélène Pignot",http://arxiv.org/pdf/1002.0479v1,No journal ref found,none,cs.CL,Summary10948,1002.0481v2,2010-02-02T13:24:38Z,Recognition and translation Arabic-French of Named Entities: case of the Sport places,"Abdelmajid Ben Hamadou, Odile Piton, Héla Fehri",http://arxiv.org/pdf/1002.0481v2,No journal ref found,none,cs.CL,Summary10949,1002.0485v1,2010-02-02T13:35:02Z,"Morphological study of Albanian words, and processing with NooJ","Odile Piton, Klara Lagji",http://arxiv.org/pdf/1002.0485v1,No journal ref found,none,cs.CL,Summary10950,1002.0773v1,2010-02-03T16:06:24Z,Approximations to the MMI criterion and their effect on lattice-based MMI,Steven Wegmann,http://arxiv.org/pdf/1002.0773v1,No journal ref found,none,cs.CL,Summary10951,1002.0904v1,2010-02-04T06:30:14Z,On Event Structure in the Torn Dress,Serguei A. Mokhov,http://arxiv.org/pdf/1002.0904v1,No journal ref found,none,cs.CL,Summary10952,1002.1095v1,2010-02-04T22:48:31Z,Towards a Heuristic Categorization of Prepositional Phrases in English with WordNet,"Frank Rudzicz, Serguei A. Mokhov",http://arxiv.org/pdf/1002.1095v1,No journal ref found,none,cs.CL,Summary10953,1002.1919v2,2010-02-09T20:01:06Z,Thai Rhetorical Structure Analysis,"Somnuk Sinthupoun, Ohm Sornil",http://arxiv.org/pdf/1002.1919v2,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 95-105, January 2010, USA",none,cs.CL,Summary10954,1002.3320v1,2010-02-17T17:30:22Z,Co-channel Interference Cancellation for Space-Time Coded OFDM Systems Using Adaptive Beamforming and Null Deepening,Raungrong Suleesathira,http://arxiv.org/pdf/1002.3320v1,"Raungrong Suleesathira, ""Co-channel Interference Cancellation for Space-Time Coded OFDM Systems Using Adaptive Beamforming and Null Deepening"", Journal of Telecommunications, Volume 1, Issue 1, pp6-13, February 2010",none,cs.CL,Summary10955,1002.4820v1,2010-02-25T16:27:36Z,SLAM : Solutions lexicales automatique pour métaphores,"Yann Desalle, Bruno Gaume, Karine Duvignau",http://arxiv.org/pdf/1002.4820v1,"Traitement Automatique des Langues 50, 1 (2009) 145--175",none,cs.CL,Summary10956,1104.2034v1,2011-04-11T19:50:50Z,"Materials to the Russian-Bulgarian Comparative Dictionary ""EAD""",Yavor Angelov Parvanov,http://arxiv.org/pdf/1104.2034v1,No journal ref found,none,cs.CL,Summary10957,1104.2086v1,2011-04-11T23:06:54Z,A Universal Part-of-Speech Tagset,"Slav Petrov, Dipanjan Das, Ryan McDonald",http://arxiv.org/pdf/1104.2086v1,No journal ref found,none,cs.CL,Summary10958,1104.4321v1,2011-04-21T17:56:50Z,"Seeking Meaning in a Space Made out of Strokes, Radicals, Characters and Compounds",Yannis Haralambous,http://arxiv.org/pdf/1104.4321v1,No journal ref found,none,cs.CL,Summary10959,1104.4681v1,2011-04-25T05:00:25Z,Performance Evaluation of Statistical Approaches for Text Independent Speaker Recognition Using Source Feature,"R. Rajeswara Rao, V. Kamakshi Prasad, A. Nagesh",http://arxiv.org/pdf/1104.4681v1,"InterJRI Computer Science and Networking, Volume 2, Issue 1 August 2010",none,cs.CL,Summary10960,1111.0048v1,2011-10-31T21:53:32Z,Individual and Domain Adaptation in Sentence Planning for Dialogue,"F. Mairesse, R. Prasad, A. Stent, M. A. Walker",http://arxiv.org/pdf/1111.0048v1,"Journal Of Artificial Intelligence Research, Volume 30, pages 413-456, 2007",none,cs.CL,Summary10961,1111.3122v1,2011-11-14T07:41:42Z,ESLO: from transcription to speakers personal information annotation,"Iris Eshkol, D. Maurel, Nathalie Friburger",http://arxiv.org/pdf/1111.3122v1,No journal ref found,none,cs.CL,Summary10962,1111.3152v1,2011-11-14T09:34:34Z,Évaluation de lexiques syntaxiques par leur intégartion dans lanalyseur syntaxiques FRMG,"Elsa Tolone, Éric De La Clergerie, Sagot Benoit",http://arxiv.org/pdf/1111.3152v1,No journal ref found,none,cs.CL,Summary10963,1111.3153v1,2011-11-14T09:34:59Z,Construction du lexique LGLex à partir des tables du Lexique-Grammaire des verbes du grec moderne,"Kyriaki Ioannidou, Elsa Tolone",http://arxiv.org/pdf/1111.3153v1,No journal ref found,none,cs.CL,Summary10964,1111.3462v1,2011-11-15T09:24:36Z,Extending the adverbial coverage of a NLP oriented resource for French,"Elsa Tolone, Voyatzi Stavroula",http://arxiv.org/pdf/1111.3462v1,No journal ref found,none,cs.CL,Summary10965,1111.4343v1,2011-11-18T12:31:49Z,Question Answering in a Natural Language Understanding System Based on Object-Oriented Semantics,Yuriy Ostapov,http://arxiv.org/pdf/1111.4343v1,No journal ref found,none,cs.CL,Summary10966,1111.5293v1,2011-11-13T18:19:15Z,Rule based Part of speech Tagger for Homoeopathy Clinical realm,"Sanjay K. Dwivedi, Pramod P. Sukhadeve",http://arxiv.org/pdf/1111.5293v1,No journal ref found,none,cs.CL,Summary10967,1111.6553v1,2011-11-28T19:17:57Z,Exploring Twitter Hashtags,Jan Pöschko,http://arxiv.org/pdf/1111.6553v1,No journal ref found,none,cs.CL,Summary10968,1109.0069v2,2011-09-01T02:20:12Z,Inter-rater Agreement on Sentence Formality,"Shibamouli Lahiri, Xiaofei Lu",http://arxiv.org/pdf/1109.0069v2,No journal ref found,none,cs.CL,Summary10969,1109.0624v1,2011-09-03T14:30:44Z,Building Ontologies to Understand Spoken Tunisian Dialect,"Marwa Graja, Maher Jaoua, Lamia Hadrich Belguith",http://arxiv.org/pdf/1109.0624v1,"International Journal of Computer Science, Engineering and Applications (IJCSEA) Vol.1, No.4, August 2011",none,cs.CL,Summary10970,1109.2128v2,2011-09-09T20:20:38Z,LexRank: Graph-based Lexical Centrality as Salience in Text Summarization,"Gunes Erkan, Dragomir R. Radev",http://arxiv.org/pdf/1109.2128v2,"Journal Of Artificial Intelligence Research, Volume 22, pages 457-479, 2004",none,cs.CL,Summary10971,1109.2130v1,2011-09-09T20:22:04Z,Combining Knowledge- and Corpus-based Word-Sense-Disambiguation Methods,"A. Montoyo, M. Palomar, G. Rigau, A. Suarez",http://arxiv.org/pdf/1109.2130v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 299-330, 2005",none,cs.CL,Summary10972,1109.2136v1,2011-09-09T20:24:57Z,Learning Content Selection Rules for Generating Object Descriptions in Dialogue,"P. W. Jordan, M. A. Walker",http://arxiv.org/pdf/1109.2136v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 157-194, 2005",none,cs.CL,Summary10973,1109.4531v1,2011-09-21T13:57:49Z,A Probabilistic Approach to Pronunciation by Analogy,"Janne V. Kujala, Aleksi Keurulainen",http://arxiv.org/pdf/1109.4531v1,No journal ref found,none,cs.CL,Summary10974,1109.4906v1,2011-09-22T18:37:17Z,Automatic transcription of 17th century English text in Contemporary English with NooJ: Method and Evaluation,"Odile Piton, Slim Mesfar, Hélène Pignot",http://arxiv.org/pdf/1109.4906v1,No journal ref found,none,cs.CL,Summary10975,1109.5798v1,2011-09-27T08:00:46Z,Object-oriented semantics of English in natural language understanding system,Yuriy Ostapov,http://arxiv.org/pdf/1109.5798v1,No journal ref found,none,cs.CL,Summary10976,1204.0140v1,2012-03-31T21:53:56Z,Rogets Thesaurus as a Lexical Resource for Natural Language Processing,Mario Jarmasz,http://arxiv.org/pdf/1204.0140v1,No journal ref found,none,cs.CL,Summary10977,1204.0184v1,2012-04-01T09:28:20Z,Parallel Spell-Checking Algorithm Based on Yahoo! N-Grams Dataset,Youssef Bassil,http://arxiv.org/pdf/1204.0184v1,No journal ref found,none,cs.CL,Summary10978,1204.0191v1,2012-04-01T10:34:38Z,OCR Post-Processing Error Correction Algorithm using Google Online Spelling Suggestion,"Youssef Bassil, Mohammad Alwani",http://arxiv.org/pdf/1204.0191v1,No journal ref found,none,cs.CL,Summary10979,1204.0245v1,2012-04-01T17:04:13Z,Rogets Thesaurus and Semantic Similarity,"Mario Jarmasz, Stan Szpakowicz",http://arxiv.org/pdf/1204.0245v1,"Proceedings of Conference on Recent Advances in Natural Language Processing (RANLP 2003), Borovets, Bulgaria, September 2003, 212-219",none,cs.CL,Summary10980,1204.0257v1,2012-04-01T19:19:36Z,Not As Easy As It Seems: Automating the Construction of Lexical Chains Using Rogets Thesaurus,"Mario Jarmasz, Stan Szpakowicz",http://arxiv.org/pdf/1204.0257v1,"Proceedings of the 16th Canadian Conference on Artificial Intelligence (AI 2003), Halifax, Canada, June 2003. Lecture Notes in Computer Science 2671, Springer-Verlag 2003, 544-549",none,cs.CL,Summary10981,1204.0258v1,2012-04-01T19:25:29Z,Rogets Thesaurus: a Lexical Resource to Treasure,"Mario Jarmasz, Stan Szpakowicz",http://arxiv.org/pdf/1204.0258v1,"Proceedings of the NAACL WordNet and Other Lexical Resources workshop. Pittsburgh, June 2001, 186 - 188",none,cs.CL,Summary10982,1204.3800v1,2012-04-17T14:14:26Z,"Indus script corpora, archaeo-metallurgy and Meluhha (Mleccha)",Srinivasan Kalyanaraman,http://arxiv.org/pdf/1204.3800v1,No journal ref found,none,cs.CL,Summary10983,1204.5852v1,2012-04-26T07:44:18Z,Context-sensitive Spelling Correction Using Google Web 1T 5-Gram Information,"Youssef Bassil, Mohammad Alwani",http://arxiv.org/pdf/1204.5852v1,"Computer and Information Science, Vol. 5, No. 3, May 2012",none,cs.CL,Summary10984,1204.6364v1,2012-04-28T03:52:21Z,A Corpus-based Evaluation of a Domain-specific Text to Knowledge Mapping Prototype,"Rushdi Shams, Adel Elsayed, Quazi Mah-Zereen Akter",http://arxiv.org/pdf/1204.6364v1,No journal ref found,none,cs.CL,Summary10985,1209.1300v1,2012-08-19T02:38:12Z,Input Scheme for Hindi Using Phonetic Mapping,"Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1209.1300v1,No journal ref found,none,cs.CL,Summary10986,1209.1301v1,2012-08-19T02:31:29Z,Evaluation of Computational Grammar Formalisms for Indian Languages,"Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1209.1301v1,No journal ref found,none,cs.CL,Summary10987,1209.2400v1,2012-09-11T19:18:26Z,Identification of Fertile Translations in Medical Comparable Corpora: a Morpho-Compositional Approach,"Estelle Delpech, Béatrice Daille, Emmanuel Morin, Claire Lemaire",http://arxiv.org/pdf/1209.2400v1,"AMTA, San Diego, CA : United States (2012)",none,cs.CL,Summary10988,1209.6238v1,2012-09-25T21:05:08Z,Natural Language Processing - A Survey,Kevin Mote,http://arxiv.org/pdf/1209.6238v1,No journal ref found,none,cs.CL,Summary10989,1211.0074v1,2012-11-01T02:10:06Z,Transition-Based Dependency Parsing With Pluggable Classifiers,Alex Rudnick,http://arxiv.org/pdf/1211.0074v1,No journal ref found,none,cs.CL,Summary10990,1211.0498v1,2012-11-02T17:37:06Z,Detecting English Writing Styles For Non-native Speakers,Rami Al-Rfou,http://arxiv.org/pdf/1211.0498v1,No journal ref found,none,cs.CL,Summary10991,1211.3643v1,2012-11-15T16:24:25Z,A Principled Approach to Grammars for Controlled Natural Languages and Predictive Editors,Tobias Kuhn,http://arxiv.org/pdf/1211.3643v1,"Journal of Logic, Language and Information, 22(1), 2013",none,cs.CL,Summary10992,1301.2444v3,2013-01-11T10:38:09Z,TEI and LMF crosswalks,Laurent Romary,http://arxiv.org/pdf/1301.2444v3,"JLCL - Journal for Language Technology and Computational Linguistics, 2015, 30 (1)",none,cs.CL,Summary10993,1301.2857v1,2013-01-14T04:01:25Z,SpeedRead: A Fast Named Entity Recognition Pipeline,"Rami Al-Rfou, Steven Skiena",http://arxiv.org/pdf/1301.2857v1,No journal ref found,none,cs.CL,Summary10994,1301.3214v1,2013-01-15T03:45:27Z,The Manifold of Human Emotions,"Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan Essa",http://arxiv.org/pdf/1301.3214v1,No journal ref found,none,cs.CL,Summary10995,1301.3614v2,2013-01-16T07:56:20Z,Joint Space Neural Probabilistic Language Model for Statistical Machine Translation,Tsuyoshi Okita,http://arxiv.org/pdf/1301.3614v2,No journal ref found,none,cs.CL,Summary10996,1301.3781v3,2013-01-16T18:24:43Z,Efficient Estimation of Word Representations in Vector Space,"Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean",http://arxiv.org/pdf/1301.3781v3,No journal ref found,none,cs.CL,Summary10997,1301.4432v1,2013-01-18T16:53:13Z,"Language learning from positive evidence, reconsidered: A simplicity-based approach","Anne S. Hsu, Nick Chater, Paul M. B. Vitányi",http://arxiv.org/pdf/1301.4432v1,"A.S. Hsu, N. Chater, P.M.B. Vitanyi, Language learning from positive evidence, reconsidered: A simplicity-based approach. Topics in Cognitive Science, 5:1(2013), 35-55",none,cs.CL,Summary10998,1304.3265v1,2013-04-11T11:56:39Z,Extension of hidden markov model for recognizing large vocabulary of sign language,"Maher Jebali, Patrice Dalle, Mohamed Jemni",http://arxiv.org/pdf/1304.3265v1,No journal ref found,none,cs.CL,Summary10999,1304.4520v1,2013-04-16T17:06:24Z,Sentiment Analysis : A Literature Survey,"Subhabrata Mukherjee, Pushpak Bhattacharyya",http://arxiv.org/pdf/1304.4520v1,No journal ref found,none,cs.CL,Summary11000,1304.5880v1,2013-04-22T09:06:36Z,Dealing with natural language interfaces in a geolocation context,"M. -A. Abchir, Isis Truck, Anna Pappa",http://arxiv.org/pdf/1304.5880v1,No journal ref found,none,cs.CL,Summary11001,1304.7282v1,2013-04-25T10:25:41Z,An Improved Approach for Word Ambiguity Removal,"Priti Saktel, Urmila Shrawankar",http://arxiv.org/pdf/1304.7282v1,No journal ref found,none,cs.CL,Summary11002,1304.7289v1,2013-04-26T21:31:08Z,TimeML-strict: clarifying temporal annotation,"Leon Derczynski, Hector Llorens, Naushad UzZaman",http://arxiv.org/pdf/1304.7289v1,No journal ref found,none,cs.CL,Summary11003,1304.7942v1,2013-04-30T10:12:54Z,ManTIME: Temporal expression identification and normalization in the TempEval-3 challenge,"Michele Filannino, Gavin Brown, Goran Nenadic",http://arxiv.org/pdf/1304.7942v1,No journal ref found,none,cs.CL,Summary11004,1307.0596v1,2013-07-02T06:25:51Z,Improving Pointwise Mutual Information (PMI) by Incorporating Significant Co-occurrence,Om P. Damani,http://arxiv.org/pdf/1307.0596v1,No journal ref found,none,cs.CL,Summary11005,1307.1872v1,2013-07-07T15:04:11Z,Intelligent Hybrid Man-Machine Translation Quality Estimation,"Ibrahim Sabek, Noha A. Yousri, Nagwa Elmakky, Mona Habib",http://arxiv.org/pdf/1307.1872v1,No journal ref found,none,cs.CL,Summary11006,1307.3310v1,2013-07-12T03:05:29Z,Improving the quality of Gujarati-Hindi Machine Translation through part-of-speech tagging and stemmer-assisted transliteration,"Juhi Ameta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1307.3310v1,No journal ref found,none,cs.CL,Summary11007,1307.4299v1,2013-07-15T15:59:12Z,Part of Speech Tagging of Marathi Text Using Trigram Method,"Jyoti Singh, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1307.4299v1,No journal ref found,none,cs.CL,Summary11008,1307.4300v1,2013-07-15T15:54:43Z,Rule Based Transliteration Scheme for English to Punjabi,"Deepti Bhalla, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1307.4300v1,No journal ref found,none,cs.CL,Summary11009,1307.5393v1,2013-07-20T09:05:15Z,Clustering Algorithm for Gujarati Language,"Miral Patel, Prem Balani",http://arxiv.org/pdf/1307.5393v1,"International Journal for Scientific Research & Development Vol 1, Issue 3, 2013",none,cs.CL,Summary11010,1307.6163v2,2013-07-23T17:15:34Z,Human and Automatic Evaluation of English-Hindi Machine Translation,"Nisheeth Joshi, Hemant Darbari, Iti Mathur",http://arxiv.org/pdf/1307.6163v2,No journal ref found,none,cs.CL,Summary11011,1307.7382v1,2013-07-28T16:55:27Z,Learning Frames from Text with an Unsupervised Latent Variable Model,Brendan OConnor,http://arxiv.org/pdf/1307.7382v1,No journal ref found,none,cs.CL,Summary11012,1309.1125v1,2013-09-04T18:10:22Z,Learning to answer questions,"Ana Cristina Mendes, Luísa Coheur, Sérgio Curto",http://arxiv.org/pdf/1309.1125v1,No journal ref found,none,cs.CL,Summary11013,1309.1129v1,2013-09-04T18:23:30Z,Analysing Quality of English-Hindi Machine Translation Engine Outputs Using Bayesian Classification,"Rashmi Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1309.1129v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 4, No. 4, July 2013",none,cs.CL,Summary11014,1309.1649v2,2013-09-06T14:28:02Z,Preparing Korean Data for the Shared Task on Parsing Morphologically Rich Languages,Jinho D. Choi,http://arxiv.org/pdf/1309.1649v2,No journal ref found,none,cs.CL,Summary11015,1309.2471v1,2013-09-10T12:03:32Z,"Implementation of nlization framework for verbs, pronouns and determiners with eugene","Harinder Singh, Parteek Kumar",http://arxiv.org/pdf/1309.2471v1,No journal ref found,none,cs.CL,Summary11016,1309.2853v1,2013-09-11T15:16:26Z,General Purpose Textual Sentiment Analysis and Emotion Detection Tools,"Alexandre Denis, Samuel Cruz-Lara, Nadia Bellalem",http://arxiv.org/pdf/1309.2853v1,No journal ref found,none,cs.CL,Summary11017,1309.4168v1,2013-09-17T03:23:13Z,Exploiting Similarities among Languages for Machine Translation,"Tomas Mikolov, Quoc V. Le, Ilya Sutskever",http://arxiv.org/pdf/1309.4168v1,No journal ref found,none,cs.CL,Summary11018,1309.4628v1,2013-09-18T12:38:34Z,Text segmentation with character-level text embeddings,Grzegorz Chrupała,http://arxiv.org/pdf/1309.4628v1,No journal ref found,none,cs.CL,Summary11019,1309.5391v1,2013-09-20T21:06:46Z,Even the Abstract have Colour: Consensus in Word-Colour Associations,Saif M. Mohammad,http://arxiv.org/pdf/1309.5391v1,No journal ref found,none,cs.CL,Summary11020,1309.5652v1,2013-09-22T21:09:07Z,LDC Arabic Treebanks and Associated Corpora: Data Divisions Manual,"Mona Diab, Nizar Habash, Owen Rambow, Ryan Roth",http://arxiv.org/pdf/1309.5652v1,No journal ref found,none,cs.CL,Summary11021,1309.5657v1,2013-09-22T22:06:26Z,A Hybrid Algorithm for Matching Arabic Names,T. El-Shishtawy,http://arxiv.org/pdf/1309.5657v1,International Journal of Computational Linguistics Research Volume 4 Number 2 June 2013,none,cs.CL,Summary11022,1309.5843v1,2013-09-23T15:26:09Z,Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet,"Marco Guerini, Lorenzo Gatti, Marco Turchi",http://arxiv.org/pdf/1309.5843v1,No journal ref found,none,cs.CL,Summary11023,1309.5909v1,2013-09-23T18:43:56Z,From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales,Saif Mohammad,http://arxiv.org/pdf/1309.5909v1,"In Proceedings of the ACL Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH), 2011, Portland, OR",none,cs.CL,Summary11024,1309.5942v1,2013-09-20T21:10:56Z,Colourful Language: Measuring Word-Colour Associations,Saif Mohammad,http://arxiv.org/pdf/1309.5942v1,"Colourful Language: Measuring Word-Colour Associations, Saif Mohammad, In Proceedings of the ACL 2011 Workshop on Cognitive Modeling and Computational Linguistics (CMCL), June 2011, Portland, OR",none,cs.CL,Summary11025,1309.6347v1,2013-09-24T21:14:45Z,Tracking Sentiment in Mail: How Genders Differ on Emotional Axes,"Saif M. Mohammad, Tony, Yang",http://arxiv.org/pdf/1309.6347v1,No journal ref found,none,cs.CL,Summary11026,1309.6352v1,2013-09-24T21:21:02Z,Using Nuances of Emotion to Identify Personality,"Saif M. Mohammad, Svetlana Kiritchenko",http://arxiv.org/pdf/1309.6352v1,No journal ref found,none,cs.CL,Summary11027,1309.6722v1,2013-09-26T05:18:12Z,Domain-Specific Sentiment Word Extraction by Seed Expansion and Pattern Generation,"Tang Duyu, Qin Bing, Zhou LanJun, Wong KamFai, Zhao Yanyan, Liu Ting",http://arxiv.org/pdf/1309.6722v1,No journal ref found,none,cs.CL,Summary11028,1309.7312v1,2013-09-27T17:54:14Z,Development and Transcription of Assamese Speech Corpus,"Himangshu Sarma, Navanath Saharia, Utpal Sharma, Smriti Kumar Sinha, Mancha Jyoti Malakar",http://arxiv.org/pdf/1309.7312v1,No journal ref found,none,cs.CL,Summary11029,1310.0573v1,2013-10-02T05:58:52Z,Improving the Quality of MT Output using Novel Name Entity Translation Scheme,"Deepti Bhalla, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1310.0573v1,No journal ref found,none,cs.CL,Summary11030,1310.0575v2,2013-10-02T06:04:53Z,Development of Marathi Part of Speech Tagger Using Statistical Approach,"Jyoti Singh, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1310.0575v2,No journal ref found,none,cs.CL,Summary11031,1310.0578v1,2013-10-02T06:10:49Z,Subjective and Objective Evaluation of English to Urdu Machine Translation,"Vaishali Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1310.0578v1,No journal ref found,none,cs.CL,Summary11032,1310.0581v1,2013-10-02T06:15:03Z,Rule Based Stemmer in Urdu,"Vaishali Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1310.0581v1,No journal ref found,none,cs.CL,Summary11033,1310.0754v1,2013-10-02T16:23:00Z,Stemmers for Tamil Language: Performance Analysis,"M. Thangarasu, R. Manavalan",http://arxiv.org/pdf/1310.0754v1,"International Journal of Computer Science & Engineering Technology, Vol. 4, No. 07, Jul 2013",none,cs.CL,Summary11034,1310.1285v3,2013-10-04T14:21:42Z,"Semantic Measures for the Comparison of Units of Language, Concepts or Instances from Text and Knowledge Base Analysis","Sébastien Harispe, Sylvie Ranwez, Stefan Janaqi, Jacky Montmain",http://arxiv.org/pdf/1310.1285v3,No journal ref found,none,cs.CL,Summary11035,1310.1425v1,2013-10-05T00:33:46Z,A State of the Art of Word Sense Induction: A Way Towards Word Sense Disambiguation for Under-Resourced Languages,Mohammad Nasiruddin,http://arxiv.org/pdf/1310.1425v1,No journal ref found,none,cs.CL,Summary11036,1310.1426v1,2013-10-05T00:39:02Z,Local Feature or Mel Frequency Cepstral Coefficients - Which One is Better for MLN-Based Bangla Speech Recognition?,"Foyzul Hassan, Mohammed Rokibul Alam Kotwal, Md. Mostafizur Rahman, Mohammad Nasiruddin, Md. Abdul Latif, Mohammad Nurul Huda",http://arxiv.org/pdf/1310.1426v1,No journal ref found,none,cs.CL,Summary11037,1310.1590v1,2013-10-06T14:37:05Z,Evolution of the Modern Phase of Written Bangla: A Statistical Study,"Paheli Bhattacharya, Arnab Bhattacharya",http://arxiv.org/pdf/1310.1590v1,No journal ref found,none,cs.CL,Summary11038,1310.1964v1,2013-10-07T22:08:18Z,Named entity recognition using conditional random fields with non-local relational constraints,"Flavio Massimiliano Cecchini, Elisabetta Fersini",http://arxiv.org/pdf/1310.1964v1,No journal ref found,none,cs.CL,Summary11039,1310.1975v1,2013-10-08T00:30:51Z,ARKref: a rule-based coreference resolution system,"Brendan OConnor, Michael Heilman",http://arxiv.org/pdf/1310.1975v1,No journal ref found,none,cs.CL,Summary11040,1310.8059v1,2013-10-30T08:08:43Z,Description and Evaluation of Semantic Similarity Measures Approaches,Thabet Slimani,http://arxiv.org/pdf/1310.8059v1,"International Journal of Computer Applications 80(10):25-33, October 2013. Published by Foundation of Computer Science, New York, USA",none,cs.CL,Summary11041,1311.0833v1,2013-11-04T20:11:35Z,A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification,Zitao Liu,http://arxiv.org/pdf/1311.0833v1,No journal ref found,none,cs.CL,Summary11042,1311.1169v1,2013-11-05T19:31:33Z,Using Robust PCA to estimate regional characteristics of language use from geo-tagged Twitter messages,"Dániel Kondor, István Csabai, László Dobos, János Szüle, Norbert Barankai, Tamás Hanyecz, Tamás Sebők, Zsófia Kallus, Gábor Vattay",http://arxiv.org/pdf/1311.1169v1,No journal ref found,none,cs.CL,Summary11043,1311.1194v1,2013-11-05T20:55:23Z,Identifying Purpose Behind Electoral Tweets,"Saif M. Mohammad, Svetlana Kiritchenko, Joel Martin",http://arxiv.org/pdf/1311.1194v1,"In Proceedings of the KDD Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM-2013), August 2013, Chicago, USA",none,cs.CL,Summary11044,1311.2978v1,2013-11-12T23:11:40Z,Authorship Attribution Using Word Network Features,"Shibamouli Lahiri, Rada Mihalcea",http://arxiv.org/pdf/1311.2978v1,No journal ref found,none,cs.CL,Summary11045,1311.3011v2,2013-11-13T03:58:38Z,Cornell SPF: Cornell Semantic Parsing Framework,Yoav Artzi,http://arxiv.org/pdf/1311.3011v2,No journal ref found,none,cs.CL,Summary11046,1311.3961v1,2013-11-15T19:45:25Z,HEVAL: Yet Another Human Evaluation Metric,"Nisheeth Joshi, Iti Mathur, Hemant Darbari, Ajai Kumar",http://arxiv.org/pdf/1311.3961v1,"International Journal on Natural Language Computing Vol. 2, No.5, November 2013",none,cs.CL,Summary11047,1311.5836v1,2013-11-22T18:13:06Z,Automatic Ranking of MT Outputs using Approximations,"Pooja Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1311.5836v1,"International Journal of Computer Applications 81(17):27-31, November 2013",none,cs.CL,Summary11048,1311.6045v1,2013-11-23T20:10:24Z,Build Electronic Arabic Lexicon,"Nidhal El-Abbadi, Ahmed Nidhal Khdhair, Adel Al-Nasrawi",http://arxiv.org/pdf/1311.6045v1,"The International Arab Journal of Information Technology, Vol. 8, No. 2, April 2011",none,cs.CL,Summary11049,1311.6063v4,2013-11-23T22:39:52Z,A Short Introduction to NILE,"Sheng Yu, Tianxi Cai",http://arxiv.org/pdf/1311.6063v4,No journal ref found,none,cs.CL,Summary11050,1312.0482v1,2013-11-28T04:58:59Z,Learning Semantic Representations for the Phrase Translation Model,"Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng",http://arxiv.org/pdf/1312.0482v1,No journal ref found,none,cs.CL,Summary11051,1312.2087v1,2013-12-07T11:19:20Z,Towards Structural Natural Language Formalization: Mapping Discourse to Controlled Natural Language,Nicholas H. Kirk,http://arxiv.org/pdf/1312.2087v1,No journal ref found,none,cs.CL,Summary11052,1312.3005v3,2013-12-11T00:25:57Z,One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling,"Ciprian Chelba, Tomas Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson",http://arxiv.org/pdf/1312.3005v3,No journal ref found,none,cs.CL,Summary11053,1312.3251v1,2013-12-11T17:24:35Z,Towards The Development of a Bishnupriya Manipuri Corpus,"Nayan Jyoti Kalita, Navanath Saharia, Smriti Kumar Sinha",http://arxiv.org/pdf/1312.3251v1,No journal ref found,none,cs.CL,Summary11054,1312.3258v1,2013-12-11T17:50:21Z,Implicit Sensitive Text Summarization based on Data Conveyed by Connectives,Henda Chorfi Ouertani,http://arxiv.org/pdf/1312.3258v1,No journal ref found,none,cs.CL,Summary11055,1312.5129v2,2013-12-18T13:34:16Z,Deep Learning Embeddings for Discontinuous Linguistic Units,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1312.5129v2,No journal ref found,none,cs.CL,Summary11056,1312.5559v3,2013-12-19T14:18:14Z,Distributional Models and Deep Learning Embeddings: Combining the Best of Both Worlds,"Irina Sergienya, Hinrich Schütze",http://arxiv.org/pdf/1312.5559v3,No journal ref found,none,cs.CL,Summary11057,1312.6173v4,2013-12-20T23:13:38Z,Multilingual Distributed Representations without Word Alignment,"Karl Moritz Hermann, Phil Blunsom",http://arxiv.org/pdf/1312.6173v4,No journal ref found,none,cs.CL,Summary11058,1312.7223v1,2013-12-27T09:39:52Z,Quality Estimation of English-Hindi Outputs using Naive Bayes Classifier,"Rashmi Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1312.7223v1,No journal ref found,none,cs.CL,Summary11059,1401.0569v2,2014-01-03T00:57:13Z,Natural Language Processing in Biomedicine: A Unified System Architecture Overview,"Son Doan, Mike Conway, Tu Minh Phuong, Lucila Ohno-Machado",http://arxiv.org/pdf/1401.0569v2,No journal ref found,none,cs.CL,Summary11060,1401.0640v1,2014-01-03T13:07:29Z,Multi-Topic Multi-Document Summarizer,"Fatma El-Ghannam, Tarek El-Shishtawy",http://arxiv.org/pdf/1401.0640v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 5, No 6, December 2013",none,cs.CL,Summary11061,1401.1158v1,2014-01-06T18:03:11Z,Effective Slot Filling Based on Shallow Distant Supervision Methods,"Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow",http://arxiv.org/pdf/1401.1158v1,No journal ref found,none,cs.CL,Summary11062,1401.2517v1,2014-01-11T10:35:37Z,The semantic similarity ensemble,"Andrea Ballatore, Michela Bertolotto, David C. Wilson",http://arxiv.org/pdf/1401.2517v1,"Journal of Spatial Information Science (JOSIS), Number 7 (2013), pp. 27-44",none,cs.CL,Summary11063,1401.2641v1,2014-01-12T16:49:53Z,Towards a Generic Framework for the Development of Unicode Based Digital Sindhi Dictionaries,"Imdad Ali Ismaili, Zeeshan Bhatti, Azhar Ali Shah",http://arxiv.org/pdf/1401.2641v1,"Mehran University Research Journal of Engineering & Technology Volume 31, No. 1, January 2012 [ISSN 0254-7821]",none,cs.CL,Summary11064,1401.2663v1,2014-01-12T19:52:49Z,Dictionary-Based Concept Mining: An Application for Turkish,"Cem Rıfkı Aydın, Ali Erkan, Tunga Güngör, Hidayet Takçı",http://arxiv.org/pdf/1401.2663v1,No journal ref found,none,cs.CL,Summary11065,1401.2937v1,2014-01-13T18:05:28Z,A survey of methods to ease the development of highly multilingual text mining applications,Ralf Steinberger,http://arxiv.org/pdf/1401.2937v1,"Language Resources and Evaluation, Volume 46, Issue 2, pp 155-176, June 2012",none,cs.CL,Summary11066,1401.2943v1,2014-01-13T18:25:10Z,"ONTS: ""Optima"" News Translation System","Marco Turchi, Martin Atkinson, Alastair Wilcox, Brett Crawley, Stefano Bucci, Ralf Steinberger, Erik Van der Goot",http://arxiv.org/pdf/1401.2943v1,"Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, pages 25-30, Avignon, France, April 23 - 27 2012. Association for Computational Linguistics",none,cs.CL,Summary11067,1401.3669v1,2014-01-15T17:01:36Z,Hrebs and Cohesion Chains as similar tools for semantic text properties research,"D. Tatar, M. Lupea, E. Kapetanios",http://arxiv.org/pdf/1401.3669v1,No journal ref found,none,cs.CL,Summary11068,1401.5674v1,2014-01-18T21:11:30Z,Generalized Biwords for Bitext Compression and Translation Spotting,"Felipe Sánchez-Martínez, Rafael C. Carrasco, Miguel A. Martínez-Prieto, Joaquin Adiego",http://arxiv.org/pdf/1401.5674v1,"Journal Of Artificial Intelligence Research, Volume 43, pages 389-418, 2012",none,cs.CL,Summary11069,1401.5693v1,2014-01-15T05:19:15Z,Sentence Compression as Tree Transduction,"Trevor Anthony Cohn, Mirella Lapata",http://arxiv.org/pdf/1401.5693v1,"Journal Of Artificial Intelligence Research, Volume 34, pages 637-674, 2009",none,cs.CL,Summary11070,1401.5694v1,2014-01-15T05:40:37Z,Cross-lingual Annotation Projection for Semantic Roles,"Sebastian Pado, Mirella Lapata",http://arxiv.org/pdf/1401.5694v1,"Journal Of Artificial Intelligence Research, Volume 36, pages 307-340, 2009",none,cs.CL,Summary11071,1401.5695v1,2014-01-15T05:39:01Z,Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches,"Tahira Naseem, Benjamin Snyder, Jacob Eisenstein, Regina Barzilay",http://arxiv.org/pdf/1401.5695v1,"Journal Of Artificial Intelligence Research, Volume 36, pages 341-385, 2009",none,cs.CL,Summary11072,1401.5696v1,2014-01-15T05:33:07Z,Unsupervised Methods for Determining Object and Relation Synonyms on the Web,"Alexander Pieter Yates, Oren Etzioni",http://arxiv.org/pdf/1401.5696v1,"Journal Of Artificial Intelligence Research, Volume 34, pages 255-296, 2009",none,cs.CL,Summary11073,1401.5697v1,2014-01-15T05:21:01Z,Wikipedia-based Semantic Interpretation for Natural Language Processing,"Evgeniy Gabrilovich, Shaul Markovitch",http://arxiv.org/pdf/1401.5697v1,"Journal Of Artificial Intelligence Research, Volume 34, pages 443-498, 2009",none,cs.CL,Summary11074,1401.5698v1,2014-01-15T05:11:43Z,Identification of Pleonastic It Using the Web,"Yifan Li, Petr Musilek, Marek Reformat, Loren Wyard-Scott",http://arxiv.org/pdf/1401.5698v1,"Journal Of Artificial Intelligence Research, Volume 34, pages 339-389, 2009",none,cs.CL,Summary11075,1401.5699v1,2014-01-15T05:41:08Z,Text Relatedness Based on a Word Thesaurus,"George Tsatsaronis, Iraklis Varlamis, Michalis Vazirgiannis",http://arxiv.org/pdf/1401.5699v1,"Journal Of Artificial Intelligence Research, Volume 37, pages 1-39, 2010",none,cs.CL,Summary11076,1401.5700v1,2014-01-15T05:28:26Z,Inferring Shallow-Transfer Machine Translation Rules from Small Parallel Corpora,"Felipe Sánchez-Martínez, Mikel L. Forcada",http://arxiv.org/pdf/1401.5700v1,"Journal Of Artificial Intelligence Research, Volume 34, pages 605-635, 2009",none,cs.CL,Summary11077,1401.6050v1,2014-01-23T16:45:39Z,Integrative Semantic Dependency Parsing via Efficient Large-scale Feature Selection,"Hai Zhao, Xiaotian Zhang, Chunyu Kit",http://arxiv.org/pdf/1401.6050v1,"Journal Of Artificial Intelligence Research, Volume 46, pages 203-233, 2013",none,cs.CL,Summary11078,1401.6122v1,2014-01-23T19:03:18Z,Identifying Bengali Multiword Expressions using Semantic Clustering,"Tanmoy Chakraborty, Dipankar Das, Sivaji Bandyopadhyay",http://arxiv.org/pdf/1401.6122v1,No journal ref found,none,cs.CL,Summary11079,1401.6330v2,2014-01-24T12:56:36Z,A Statistical Parsing Framework for Sentiment Classification,"Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu",http://arxiv.org/pdf/1401.6330v2,No journal ref found,none,cs.CL,Summary11080,1401.6422v1,2014-01-23T02:48:07Z,Automatic Aggregation by Joint Modeling of Aspects and Values,"Christina Sauper, Regina Barzilay",http://arxiv.org/pdf/1401.6422v1,"Journal Of Artificial Intelligence Research, Volume 46, pages 89-127, 2013",none,cs.CL,Summary11081,1401.6875v1,2014-01-16T04:48:43Z,Context-based Word Acquisition for Situated Dialogue in a Virtual World,"Shaolin Qu, Joyce Y. Chai",http://arxiv.org/pdf/1401.6875v1,"Journal Of Artificial Intelligence Research, Volume 37, pages 247-277, 2010",none,cs.CL,Summary11082,1401.6876v1,2014-01-23T02:42:12Z,Improving Statistical Machine Translation for a Resource-Poor Language Using Related Resource-Rich Languages,"Preslav Ivanov Nakov, Hwee Tou Ng",http://arxiv.org/pdf/1401.6876v1,"Journal Of Artificial Intelligence Research, Volume 44, pages 179-222, 2012",none,cs.CL,Summary11083,1401.7077v4,2014-01-28T03:48:01Z,Quantifying literature quality using complexity criteria,"Gerardo Febres, Klaus Jaffe",http://arxiv.org/pdf/1401.7077v4,"Journal of Quantitative Linguistics, 2017, Vol 24, Iss 1",none,cs.CL,Summary11084,1405.0145v1,2014-05-01T12:29:30Z,Contextual Semantic Parsing using Crowdsourced Spatial Descriptions,Kais Dukes,http://arxiv.org/pdf/1405.0145v1,No journal ref found,none,cs.CL,Summary11085,1405.0603v1,2014-05-03T16:07:19Z,Extracting Family Relationship Networks from Novels,"Aibek Makazhanov, Denilson Barbosa, Grzegorz Kondrak",http://arxiv.org/pdf/1405.0603v1,No journal ref found,none,cs.CL,Summary11086,1405.0701v1,2014-05-04T14:23:53Z,"""Translation cant change a name"": Using Multilingual Data for Named Entity Recognition",Manaal Faruqui,http://arxiv.org/pdf/1405.0701v1,No journal ref found,none,cs.CL,Summary11087,1405.0947v1,2014-05-05T16:24:09Z,Learning Bilingual Word Representations by Marginalizing Alignments,"Tomáš Kočiský, Karl Moritz Hermann, Phil Blunsom",http://arxiv.org/pdf/1405.0947v1,No journal ref found,none,cs.CL,Summary11088,1405.1346v1,2014-05-06T16:28:16Z,Automatic Method Of Domain Ontology Construction based on Characteristics of Corpora POS-Analysis,Olena Orobinska,http://arxiv.org/pdf/1405.1346v1,No journal ref found,none,cs.CL,Summary11089,1405.1359v3,2014-05-06T16:52:34Z,Latent semantics of action verbs reflect phonetic parameters of intensity and emotional content,Michael Kai Petersen,http://arxiv.org/pdf/1405.1359v3,No journal ref found,none,cs.CL,Summary11090,1405.1406v1,2014-05-06T19:26:35Z,D-Bees: A Novel Method Inspired by Bee Colony Optimization for Solving Word Sense Disambiguation,"Sallam Abualhaija, Karl-Heinz Zimmermann",http://arxiv.org/pdf/1405.1406v1,No journal ref found,none,cs.CL,Summary11091,1405.1439v2,2014-05-06T20:05:23Z,A Corpus of Sentence-level Revisions in Academic Writing: A Step towards Understanding Statement Strength in Communication,"Chenhao Tan, Lillian Lee",http://arxiv.org/pdf/1405.1439v2,No journal ref found,none,cs.CL,Summary11092,1405.1924v1,2014-05-08T13:47:36Z,An Expert System for Automatic Reading of A Text Written in Standard Arabic,"Tebbi Hanane, Azzoune Hamid",http://arxiv.org/pdf/1405.1924v1,"International Journal on Natural Language Computing (IJNLC) Vol. 3, No.2, April 2014",none,cs.CL,Summary11093,1405.2434v1,2014-05-10T13:55:03Z,Coordinate System Selection for Minimum Error Rate Training in Statistical Machine Translation,Chen Lijiang,http://arxiv.org/pdf/1405.2434v1,No journal ref found,none,cs.CL,Summary11094,1405.3033v1,2014-05-13T04:33:04Z,Phonetic based SoundEx & ShapeEx algorithm for Sindhi Spell Checker System,"Zeeshan Bhatti, Ahmad Waqas, Imdad Ali Ismaili, Dil Nawaz Hakro, Waseem Javaid Soomro",http://arxiv.org/pdf/1405.3033v1,"Adv. Environ. Biol., 8(4), 1147-1155, AENSI Publisher, 2014",none,cs.CL,Summary11095,1405.3515v1,2014-05-14T14:47:22Z,Temporal Analysis of Language through Neural Language Models,"Yoon Kim, Yi-I Chiu, Kentaro Hanaki, Darshan Hegde, Slav Petrov",http://arxiv.org/pdf/1405.3515v1,"Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science. June, 2014. 61--65",none,cs.CL,Summary11096,1405.3772v1,2014-05-15T09:11:53Z,"INAUT, a Controlled Language for the French Coast Pilot Books Instructions nautiques","Yannis Haralambous, Julie Sauvage-Vincent, John Puentes",http://arxiv.org/pdf/1405.3772v1,No journal ref found,none,cs.CL,Summary11097,1405.3925v1,2014-05-15T18:10:36Z,Méthodes pour la représentation informatisée de données lexicales / Methoden der Speicherung lexikalischer Daten,"Laurent Romary, Andreas Witt",http://arxiv.org/pdf/1405.3925v1,Lexicographica 30 (2014),none,cs.CL,Summary11098,1405.4097v2,2014-05-16T08:57:40Z,A preliminary study of Croatian Language Syllable Networks,"Kristina Ban, Ivan Ivakić, Ana Meštrović",http://arxiv.org/pdf/1405.4097v2,"IEEE 36th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2013), pp. 1004-1008",none,cs.CL,Summary11099,1405.4248v1,2014-05-16T17:17:19Z,Les mathématiques de la langue : lapproche formelle de Montague,Yannis Haralambous,http://arxiv.org/pdf/1405.4248v1,No journal ref found,none,cs.CL,Summary11100,1405.4273v1,2014-05-16T19:08:14Z,Compositional Morphology for Word Representations and Language Modelling,"Jan A. Botha, Phil Blunsom",http://arxiv.org/pdf/1405.4273v1,No journal ref found,none,cs.CL,Summary11101,1405.4364v1,2014-05-17T07:58:58Z,Thematically Reinforced Explicit Semantic Analysis,"Yannis Haralambous, Vitaly Klyuev",http://arxiv.org/pdf/1405.4364v1,"IJCLA vol. 4, no. 1, Jan.-Jun. 2013, pp. 79--94",none,cs.CL,Summary11102,1405.5202v1,2014-01-16T05:06:09Z,Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution,"Altaf Rahman, Vincent Ng",http://arxiv.org/pdf/1405.5202v1,"Journal Of Artificial Intelligence Research, Volume 40, pages 469-521, 2011",none,cs.CL,Summary11103,1405.5474v1,2014-05-21T16:49:50Z,New Perspectives in Sinographic Language Processing Through the Use of Character Structure,Yannis Haralambous,http://arxiv.org/pdf/1405.5474v1,"Lecture Notes in Computer Science 7816 (2013), pp. 201--217",none,cs.CL,Summary11104,1405.5654v1,2014-05-22T07:58:56Z,Machine Translation Model based on Non-parallel Corpus and Semi-supervised Transductive Learning,Lijiang Chen,http://arxiv.org/pdf/1405.5654v1,No journal ref found,none,cs.CL,Summary11105,1405.5674v1,2014-05-22T08:57:54Z,MotàMot project: conversion of a French-Khmer published dictionary for building a multilingual lexical system,Mathieu Mangeot,http://arxiv.org/pdf/1405.5674v1,No journal ref found,none,cs.CL,Summary11106,1405.5893v1,2014-05-22T20:15:57Z,Computerization of African languages-French dictionaries,"Chantal Enguehard, Mathieu Mangeot",http://arxiv.org/pdf/1405.5893v1,Iceland (2014),none,cs.CL,Summary11107,1405.6068v1,2014-05-23T14:05:45Z,Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora,Dmitry Lande,http://arxiv.org/pdf/1405.6068v1,No journal ref found,none,cs.CL,Summary11108,1405.6103v1,2014-05-23T15:51:10Z,Evaluating the fully automatic multi-language translation of the Swiss avalanche bulletin,"Kurt Winkler, Tobias Kuhn, Martin Volk",http://arxiv.org/pdf/1405.6103v1,No journal ref found,none,cs.CL,Summary11109,1405.6293v1,2014-05-24T11:39:34Z,Cross-Language Personal Name Mapping,Ahmed H. Yousef,http://arxiv.org/pdf/1405.6293v1,"International Journal of Computational Linguistics Research, vol 4, issue 4, December 2013",none,cs.CL,Summary11110,1405.6682v1,2014-05-26T18:51:06Z,Optimality Theory as a Framework for Lexical Acquisition,Thierry Poibeau,http://arxiv.org/pdf/1405.6682v1,"15th International Conference on Intelligent Text Processing and Computational Linguistics, Nepal (2014)",none,cs.CL,Summary11111,1405.7397v1,2014-05-28T21:05:00Z,An HMM Based Named Entity Recognition System for Indian Languages: The JU System at ICON 2013,"Vivekananda Gayen, Kamal Sarkar",http://arxiv.org/pdf/1405.7397v1,No journal ref found,none,cs.CL,Summary11112,1405.7711v1,2014-01-16T04:29:26Z,Training a Multilingual Sportscaster: Using Perceptual Context to Learn Language,"David L. Chen, Joohyun Kim, Raymond J. Mooney",http://arxiv.org/pdf/1405.7711v1,"Journal Of Artificial Intelligence Research, Volume 37, pages 397-435, 2010",none,cs.CL,Summary11113,1408.0782v1,2014-08-04T19:31:32Z,Targetable Named Entity Recognition in Social Media,"Sandeep Ashwini, Jinho D. Choi",http://arxiv.org/pdf/1408.0782v1,No journal ref found,none,cs.CL,Summary11114,1408.1928v1,2014-08-08T17:49:02Z,Microtask crowdsourcing for disease mention annotation in PubMed abstracts,"Benjamin M Good, Max Nanis, Andrew I. Su",http://arxiv.org/pdf/1408.1928v1,No journal ref found,none,cs.CL,Summary11115,1408.2359v2,2014-08-11T09:32:39Z,Gap-weighted subsequences for automatic cognate identification and phylogenetic inference,Taraka Rama,http://arxiv.org/pdf/1408.2359v2,No journal ref found,none,cs.CL,Summary11116,1408.3153v2,2014-08-13T22:09:23Z,Detection is the central problem in real-word spelling correction,L. Amber Wilcox-OHearn,http://arxiv.org/pdf/1408.3153v2,No journal ref found,none,cs.CL,Summary11117,1408.3456v1,2014-08-15T01:59:29Z,SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation,"Felix Hill, Roi Reichart, Anna Korhonen",http://arxiv.org/pdf/1408.3456v1,No journal ref found,none,cs.CL,Summary11118,1408.3731v2,2014-08-16T10:09:28Z,Unsupervised Keyword Extraction from Polish Legal Texts,"Michał Jungiewicz, Michał Łopuszyński",http://arxiv.org/pdf/1408.3731v2,"Lecture Notes in Computer Science, Volume 8686, Springer 2014, pp 65-70",none,cs.CL,Summary11119,1408.4753v1,2014-08-20T18:40:13Z,"Be Careful When Assuming the Obvious: Commentary on ""The placement of the head that minimizes online memory: a complex systems approach""",Phillip M. Alday,http://arxiv.org/pdf/1408.4753v1,No journal ref found,none,cs.CL,Summary11120,1408.6179v1,2014-08-26T16:28:21Z,Evaluating Neural Word Representations in Tensor-Based Compositional Settings,"Dmitrijs Milajevs, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Matthew Purver",http://arxiv.org/pdf/1408.6179v1,No journal ref found,none,cs.CL,Summary11121,1408.6181v1,2014-08-26T16:43:30Z,Resolving Lexical Ambiguity in Tensor Regression Models of Meaning,"Dimitri Kartsaklis, Nal Kalchbrenner, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1408.6181v1,"Proceedings of ACL 2014, Vol. 2:Short Papers, pp:212-217",none,cs.CL,Summary11122,1408.6788v2,2014-08-28T17:29:55Z,Strongly Incremental Repair Detection,"Julian Hough, Matthew Purver",http://arxiv.org/pdf/1408.6788v2,No journal ref found,none,cs.CL,Summary11123,1409.0314v2,2014-09-01T08:01:54Z,Empirical Evaluation of Tree distances for Parser Evaluation,Taraka Rama,http://arxiv.org/pdf/1409.0314v2,No journal ref found,none,cs.CL,Summary11124,1409.2073v1,2014-09-07T02:31:03Z,An NLP Assistant for Clide,Tobias Kortkamp,http://arxiv.org/pdf/1409.2073v1,No journal ref found,none,cs.CL,Summary11125,1409.3005v1,2014-09-10T09:52:41Z,A Study of Association Measures and their Combination for Arabic MWT Extraction,"Abdelkader El Mahdaouy, Saïd EL Alaoui Ouatik, Eric Gaussier",http://arxiv.org/pdf/1409.3005v1,No journal ref found,none,cs.CL,Summary11126,1409.3512v1,2014-09-10T19:01:18Z,Word Sense Disambiguation using WSD specific Wordnet of Polysemy Words,"Udaya Raj Dhungana, Subarna Shakya, Kabita Baral, Bharat Sharma",http://arxiv.org/pdf/1409.3512v1,No journal ref found,none,cs.CL,Summary11127,1409.3813v1,2014-09-12T18:37:35Z,Incorporating Semi-supervised Features into Discontinuous Easy-First Constituent Parsing,Yannick Versley,http://arxiv.org/pdf/1409.3813v1,No journal ref found,none,cs.CL,Summary11128,1409.4169v1,2014-09-15T08:05:36Z,"An Algorithm Based on Empirical Methods, for Text-to-Tuneful-Speech Synthesis of Sanskrit Verse","Rama N., Meenakshi Lakshmanan",http://arxiv.org/pdf/1409.4169v1,No journal ref found,none,cs.CL,Summary11129,1409.4354v1,2014-09-15T18:08:33Z,A Binary Schema and Computational Algorithms to Process Vowel-based Euphonic Conjunctions for Word Searches,"S. V. Kasmir Raja, V. Rajitha, Meenakshi Lakshmanan",http://arxiv.org/pdf/1409.4354v1,"International Journal of Applied Engineering Research, ISSN 0973-4562, Vol. 9, No. 20, 2014, pp 7127-7142",none,cs.CL,Summary11130,1409.4364v1,2014-09-15T18:19:06Z,Computational Algorithms Based on the Paninian System to Process Euphonic Conjunctions for Word Searches,"S. V. Kasmir Raja, V. Rajitha, Meenakshi Lakshmanan",http://arxiv.org/pdf/1409.4364v1,"International Journal of Computer Science and Information Security, Vol. 12, No. 8, 2014, pp. 64-76",none,cs.CL,Summary11131,1409.4614v4,2014-09-16T12:59:07Z,Lexical Normalisation of Twitter Data,Bilal Ahmed,http://arxiv.org/pdf/1409.4614v4,No journal ref found,none,cs.CL,Summary11132,1409.5502v1,2014-09-19T02:50:04Z,Using crowdsourcing system for creating site-specific statistical machine translation engine,"Alexander Kalinin, George Savchenko",http://arxiv.org/pdf/1409.5502v1,No journal ref found,none,cs.CL,Summary11133,1409.7386v1,2014-09-25T15:35:27Z,Performance of Stanford and Minipar Parser on Biomedical Texts,Rushdi Shams,http://arxiv.org/pdf/1409.7386v1,No journal ref found,none,cs.CL,Summary11134,1409.7619v1,2014-09-25T13:54:37Z,Generating Conceptual Metaphors from Proposition Stores,"Ekaterina Ovchinnikova, Vladimir Zaytsev, Suzanne Wertheim, Ross Israel",http://arxiv.org/pdf/1409.7619v1,No journal ref found,none,cs.CL,Summary11135,1409.8008v1,2014-09-29T07:11:30Z,CRF-based Named Entity Recognition @ICON 2013,"Arjun Das, Utpal Garain",http://arxiv.org/pdf/1409.8008v1,No journal ref found,none,cs.CL,Summary11136,1409.8581v1,2014-09-29T04:54:03Z,Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing,"M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi",http://arxiv.org/pdf/1409.8581v1,No journal ref found,none,cs.CL,Summary11137,1501.00841v1,2015-01-05T12:55:03Z,Chasing the Ghosts of Ibsen: A computational stylistic analysis of drama in translation,"Gerard Lynch, Carl Vogel",http://arxiv.org/pdf/1501.00841v1,"Digital Humanities 2009 Proceedings, University of Maryland, College Park, MD, USA, pages 192-195",none,cs.CL,Summary11138,1501.01243v1,2015-01-06T17:27:40Z,"Un résumeur à base de graphes, indépéndant de la langue","Juan-Manuel Torres-Moreno, Javier Ramirez, Iria da Cunha",http://arxiv.org/pdf/1501.01243v1,No journal ref found,none,cs.CL,Summary11139,1501.01254v1,2015-01-06T18:03:13Z,Unknown Words Analysis in POS tagging of Sinhala Language,"A. J. P. M. P. Jayaweera, N. G. J. Dias",http://arxiv.org/pdf/1501.01254v1,No journal ref found,none,cs.CL,Summary11140,1501.01894v1,2015-01-08T16:12:34Z,Quantifying Scripts: Defining metrics of characters for quantitative and descriptive analysis,Vinodh Rajan,http://arxiv.org/pdf/1501.01894v1,No journal ref found,none,cs.CL,Summary11141,1501.02670v1,2015-01-12T14:48:54Z,Navigating the Semantic Horizon using Relative Neighborhood Graphs,"Amaru Cuba Gyllensten, Magnus Sahlgren",http://arxiv.org/pdf/1501.02670v1,No journal ref found,none,cs.CL,Summary11142,1501.04324v1,2015-01-18T16:37:53Z,Phrase Based Language Model For Statistical Machine Translation,"Jia Xu, Geliang Chen",http://arxiv.org/pdf/1501.04324v1,No journal ref found,none,cs.CL,Summary11143,1501.05203v3,2015-01-21T15:48:28Z,Phrase Based Language Model for Statistical Machine Translation: Empirical Study,Geliang Chen,http://arxiv.org/pdf/1501.05203v3,No journal ref found,none,cs.CL,Summary11144,1501.07005v1,2015-01-28T07:04:18Z,Survey:Natural Language Parsing For Indian Languages,"Monika T. Makwana, Deepak C. Vegda",http://arxiv.org/pdf/1501.07005v1,No journal ref found,none,cs.CL,Summary11145,1505.00161v1,2015-05-01T11:43:34Z,Embedding Semantic Relations into Word Representations,"Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi",http://arxiv.org/pdf/1505.00161v1,No journal ref found,none,cs.CL,Summary11146,1505.02425v1,2015-05-10T19:26:31Z,Fast Rhetorical Structure Theory Discourse Parsing,"Michael Heilman, Kenji Sagae",http://arxiv.org/pdf/1505.02425v1,No journal ref found,none,cs.CL,Summary11147,1505.03081v1,2015-05-12T16:33:03Z,Turn Segmentation into Utterances for Arabic Spontaneous Dialogues and Instance Messages,"AbdelRahim A. Elmadany, Sherif M. Abdou, Mervat Gheith",http://arxiv.org/pdf/1505.03081v1,"International Journal on Natural Language Computing (IJNLC) Vol. 4, No.2,April 2015",none,cs.CL,Summary11148,1505.03084v1,2015-05-12T16:38:39Z,A Survey of Arabic Dialogues Understanding for Spontaneous Dialogues and Instant Message,"AbdelRahim A. Elmadany, Sherif M. Abdou, Mervat Gheith",http://arxiv.org/pdf/1505.03084v1,"International Journal on Natural Language Computing (IJNLC) Vol. 4, No.2,April 2015",none,cs.CL,Summary11149,1505.03085v1,2015-05-12T16:45:52Z,Indonesian Social Media Sentiment Analysis With Sarcasm Detection,"Edwin Lunando, Ayu Purwarianti",http://arxiv.org/pdf/1505.03085v1,No journal ref found,none,cs.CL,Summary11150,1505.03105v1,2015-05-12T18:10:53Z,Sentiment Analysis For Modern Standard Arabic And Colloquial,"Hossam S. Ibrahim, Sherif M. Abdou, Mervat Gheith",http://arxiv.org/pdf/1505.03105v1,No journal ref found,none,cs.CL,Summary11151,1505.03239v1,2015-05-13T04:50:27Z,Feature selection using Fishers ratio technique for automatic speech recognition,"Sarika Hegde, K. K. Achary, Surendra Shetty",http://arxiv.org/pdf/1505.03239v1,No journal ref found,none,cs.CL,Summary11152,1505.03783v1,2015-05-14T16:21:02Z,Rank diversity of languages: Generic behavior in computational linguistics,"Germinal Cocho, Jorge Flores, Carlos Gershenson, Carlos Pineda, Sergio Sánchez",http://arxiv.org/pdf/1505.03783v1,PLoS ONE 10(4): e0121898 (2015),none,cs.CL,Summary11153,1505.04197v1,2015-05-15T20:13:16Z,Arabic Inquiry-Answer Dialogue Acts Annotation Schema,"AbdelRahim A. Elmadany, Sherif M. Abdou, Mervat Gheith",http://arxiv.org/pdf/1505.04197v1,No journal ref found,none,cs.CL,Summary11154,1505.04342v6,2015-05-17T01:22:00Z,Sifting Robotic from Organic Text: A Natural Language Approach for Detecting Automation on Twitter,"Eric M. Clark, Jake Ryland Williams, Chris A. Jones, Richard A. Galbraith, Christopher M. Danforth, Peter Sheridan Dodds",http://arxiv.org/pdf/1505.04342v6,No journal ref found,none,cs.CL,Summary11155,1505.04420v1,2015-05-17T17:26:36Z,CCG Parsing and Multiword Expressions,Miryam de Lhoneux,http://arxiv.org/pdf/1505.04420v1,No journal ref found,none,cs.CL,Summary11156,1505.04891v2,2015-05-19T07:08:10Z,Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph,"Fei Tian, Bin Gao, Enhong Chen, Tie-Yan Liu",http://arxiv.org/pdf/1505.04891v2,No journal ref found,none,cs.CL,Summary11157,1505.05008v2,2015-05-19T14:21:37Z,Boosting Named Entity Recognition with Neural Character Embeddings,"Cicero Nogueira dos Santos, Victor Guimarães",http://arxiv.org/pdf/1505.05008v2,No journal ref found,none,cs.CL,Summary11158,1505.05253v2,2015-05-20T05:57:32Z,Knowlege Graph Embedding by Flexible Translation,"Jun Feng, Mantong Zhou, Yu Hao, Minlie Huang, Xiaoyan Zhu",http://arxiv.org/pdf/1505.05253v2,No journal ref found,none,cs.CL,Summary11159,1505.05841v1,2015-05-21T18:57:34Z,Translation Memory Retrieval Methods,"Michael Bloodgood, Benjamin Strauss",http://arxiv.org/pdf/1505.05841v1,"In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, pages 202-210, Gothenburg, Sweden, April 2014. Association for Computational Linguistics",none,cs.CL,Summary11160,1505.05899v1,2015-05-21T20:49:32Z,The IBM 2015 English Conversational Telephone Speech Recognition System,"George Saon, Hong-Kwang J. Kuo, Steven Rennie, Michael Picheny",http://arxiv.org/pdf/1505.05899v1,No journal ref found,none,cs.CL,Summary11161,1505.06228v1,2015-05-22T21:12:35Z,Keyphrase Based Evaluation of Automatic Text Summarization,"Fatma Elghannam, Tarek El-Shishtawy",http://arxiv.org/pdf/1505.06228v1,"International Journal of Computer Applications 117(7):5-8, May 2015. ISBN : 973-93-80886-51-2",none,cs.CL,Summary11162,1505.06816v5,2015-05-26T06:19:18Z,Representing Meaning with a Combination of Logical and Distributional Models,"I. Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney",http://arxiv.org/pdf/1505.06816v5,No journal ref found,none,cs.CL,Summary11163,1505.07184v1,2015-05-27T04:02:56Z,Unsupervised Cross-Domain Word Representation Learning,"Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi",http://arxiv.org/pdf/1505.07184v1,No journal ref found,none,cs.CL,Summary11164,1505.07599v3,2015-05-28T08:54:13Z,Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts,"Xipeng Qiu, Peng Qian, Liusong Yin, Shiyu Wu, Xuanjing Huang",http://arxiv.org/pdf/1505.07599v3,No journal ref found,none,cs.CL,Summary11165,1505.07931v1,2015-05-29T06:11:00Z,Supervised Fine Tuning for Word Embedding with Integrated Knowledge,"Xuefeng Yang, Kezhi Mao",http://arxiv.org/pdf/1505.07931v1,No journal ref found,none,cs.CL,Summary11166,1505.08149v2,2015-05-29T19:06:42Z,Modeling meaning: computational interpreting and understanding of natural language fragments,"Michael Kapustin, Pavlo Kapustin",http://arxiv.org/pdf/1505.08149v2,No journal ref found,none,cs.CL,Summary11167,1101.5076v6,2011-01-26T14:56:20Z,Geometric representations for minimalist grammars,"Peter beim Graben, Sabrina Gerth",http://arxiv.org/pdf/1101.5076v6,No journal ref found,none,cs.CL,Summary11168,1101.5494v1,2011-01-28T09:58:39Z,Developing a New Approach for Arabic Morphological Analysis and Generation,"Mourad Gridach, Noureddine Chenfour",http://arxiv.org/pdf/1101.5494v1,No journal ref found,none,cs.CL,Summary11169,1101.5757v1,2011-01-30T10:41:46Z,Polarized Montagovian Semantics for the Lambek-Grishin calculus,Arno Bastenhof,http://arxiv.org/pdf/1101.5757v1,No journal ref found,none,cs.CL,Summary11170,1203.0145v2,2012-03-01T11:06:32Z,The Horse Raced Past: Gardenpath Processing in Dynamical Systems,Peter beim Graben,http://arxiv.org/pdf/1203.0145v2,No journal ref found,none,cs.CL,Summary11171,1203.1685v1,2012-03-08T03:06:29Z,Statistical Function Tagging and Grammatical Relations of Myanmar Sentences,"Win Win Thant, Tin Myat Htwe, Ni Lar Thein",http://arxiv.org/pdf/1203.1685v1,No journal ref found,none,cs.CL,Summary11172,1203.1858v1,2012-03-08T17:29:33Z,Distributional Measures of Semantic Distance: A Survey,"Saif M. Mohammad, Graeme Hirst",http://arxiv.org/pdf/1203.1858v1,No journal ref found,none,cs.CL,Summary11173,1203.1889v1,2012-03-08T19:03:37Z,Distributional Measures as Proxies for Semantic Relatedness,"Saif M Mohammad, Graeme Hirst",http://arxiv.org/pdf/1203.1889v1,No journal ref found,none,cs.CL,Summary11174,1203.2498v2,2012-03-08T13:28:03Z,Fault detection system for Arabic language,"Riadh Bouslimi, Houda Amraoui",http://arxiv.org/pdf/1203.2498v2,No journal ref found,none,cs.CL,Summary11175,1203.3023v1,2012-03-14T08:51:14Z,Toward an example-based machine translation from written text to ASL using virtual agent animation,"Mehrez Boulares, Mohamed Jemni",http://arxiv.org/pdf/1203.3023v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 1, January 2012",none,cs.CL,Summary11176,1203.3584v1,2012-03-15T22:49:20Z,An Accurate Arabic Root-Based Lemmatizer for Information Retrieval Purposes,"Tarek El-Shishtawy, Fatma El-Ghannam",http://arxiv.org/pdf/1203.3584v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 3, January 2012 ISSN (Online): 1694-0814",none,cs.CL,Summary11177,1203.4605v1,2012-03-20T21:52:35Z,Arabic Keyphrase Extraction using Linguistic knowledge and Machine Learning Techniques,"Tarek El-shishtawy, Abdulwahab Al-sammak",http://arxiv.org/pdf/1203.4605v1,No journal ref found,none,cs.CL,Summary11178,1203.4933v1,2012-03-22T09:50:51Z,Reduplicated MWE (RMWE) helps in improving the CRF based Manipuri POS Tagger,"Kishorjit Nongmeikapam, Lairenlakpam Nonglenjaoba, Yumnam Nirmal, Sivaji Bandyopadhyay",http://arxiv.org/pdf/1203.4933v1,No journal ref found,none,cs.CL,Summary11179,1203.5051v1,2012-03-22T17:45:39Z,Analysing Temporally Annotated Corpora with CAVaT,"Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5051v1,Proc. LREC (2010) 398-404,none,cs.CL,Summary11180,1203.5055v1,2012-03-22T17:50:08Z,Using Signals to Improve Automatic Classification of Temporal Relations,"Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5055v1,No journal ref found,none,cs.CL,Summary11181,1203.5060v1,2012-03-22T17:59:22Z,USFD2: Annotating Temporal Expresions and TLINKs for TempEval-2,"Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5060v1,Proc. 5th International Workshop on Semantic Evaluation (2010) 337-340,none,cs.CL,Summary11182,1203.5062v1,2012-03-22T18:05:26Z,An Annotation Scheme for Reichenbachs Verbal Tense Structure,"Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5062v1,Proc. 6th Joint ACL-ISO Workshop on Interoperable Semantic Annotation (2011) 10-17,none,cs.CL,Summary11183,1203.5066v1,2012-03-22T18:08:47Z,A Corpus-based Study of Temporal Signals,"Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5066v1,"Proceedings of the 6th Conference on Corpus Linguistics (2011), No. 197, pp. 1--8",none,cs.CL,Summary11184,1203.5073v1,2012-03-22T18:34:19Z,"USFD at KBP 2011: Entity Linking, Slot Filling and Temporal Bounding","Amev Burman, Arun Jayapal, Sathish Kannan, Madhu Kavilikatta, Ayman Alhelbawy, Leon Derczynski, Robert Gaizauskas",http://arxiv.org/pdf/1203.5073v1,No journal ref found,none,cs.CL,Summary11185,1203.5076v1,2012-03-22T18:45:07Z,Massively Increasing TIMEX3 Resources: A Transduction Approach,"Leon Derczynski, Héctor Llorens, Estela Saquete",http://arxiv.org/pdf/1203.5076v1,"Proceedings of the 8th international conference on Language Resources and Evaluation (2012), pp. 3754-3761",none,cs.CL,Summary11186,1203.5255v1,2012-03-23T14:32:50Z,Post-Editing Error Correction Algorithm for Speech Recognition using Bing Spelling Suggestion,"Youssef Bassil, Mohammad Alwani",http://arxiv.org/pdf/1203.5255v1,"International Journal of Advanced Computer Science and Applications, Vol.3, No.2, February 2012",none,cs.CL,Summary11187,1203.5262v1,2012-03-23T14:51:05Z,ASR Context-Sensitive Error Correction Based on Microsoft N-Gram Dataset,"Youssef Bassil, Paul Semaan",http://arxiv.org/pdf/1203.5262v1,"Journal of Computing, Vol.4, No.1, January 2012",none,cs.CL,Summary11188,1203.6136v1,2012-03-28T02:13:39Z,"Tree Transducers, Machine Translation, and Cross-Language Divergences",Alex Rudnick,http://arxiv.org/pdf/1203.6136v1,No journal ref found,none,cs.CL,Summary11189,1207.0245v2,2012-07-01T21:13:05Z,Adversarial Evaluation for Models of Natural Language,Noah A. Smith,http://arxiv.org/pdf/1207.0245v2,No journal ref found,none,cs.CL,Summary11190,1207.1420v1,2012-07-04T16:27:56Z,Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars,"Luke S. Zettlemoyer, Michael Collins",http://arxiv.org/pdf/1207.1420v1,No journal ref found,none,cs.CL,Summary11191,1207.2714v1,2012-07-11T17:31:11Z,Clustering based approach extracting collocations,"Mohamed Achraf Ben Mohamed, Mounir Zrigui, Mohsen Maraoui",http://arxiv.org/pdf/1207.2714v1,"4th International Conference on Arabic Language Processing. CITALA 2012. May 2nd -- 3rd 2012, Rabat, Morocco",none,cs.CL,Summary11192,1207.3932v1,2012-07-17T10:14:24Z,Automatic Segmentation of Manipuri (Meiteilon) Word into Syllabic Units,"Kishorjit Nongmeikapam, Vidya Raj RK, Oinam Imocha Singh, Sivaji Bandyopadhyay",http://arxiv.org/pdf/1207.3932v1,No journal ref found,none,cs.CL,Summary11193,1207.4625v1,2012-07-19T12:04:26Z,Appropriate Nouns with Obligatory Modifiers,E. Laporte,http://arxiv.org/pdf/1207.4625v1,"Language research, Seoul National University 31, 2 (1995) 251-289",none,cs.CL,Summary11194,1207.5328v3,2012-07-23T09:02:18Z,A prototype for projecting HPSG syntactic lexica towards LMF,"Kais Haddar, Héla Fehri, Laurent Romary",http://arxiv.org/pdf/1207.5328v3,"Journal of Language Technology and Computational Linguistics 27, 1 (2012) 21-46",none,cs.CL,Summary11195,1210.4567v2,2012-10-16T20:22:56Z,Gender identity and lexical variation in social media,"David Bamman, Jacob Eisenstein, Tyler Schnoebelen",http://arxiv.org/pdf/1210.4567v2,Journal of Sociolinguistics 18 (2014) 135-160,none,cs.CL,Summary11196,1210.5486v2,2012-10-19T17:49:06Z,A Lightweight Stemmer for Gujarati,"Juhi Ameta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1210.5486v2,No journal ref found,none,cs.CL,Summary11197,1210.5517v1,2012-10-19T17:59:56Z,Design of English-Hindi Translation Memory for Efficient Translation,"Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1210.5517v1,No journal ref found,none,cs.CL,Summary11198,1210.5751v1,2012-10-21T19:06:11Z,Extraction of domain-specific bilingual lexicon from comparable corpora: compositional translation and ranking,"Estelle Delpech, Béatrice Daille, Emmanuel Morin, Claire Lemaire",http://arxiv.org/pdf/1210.5751v1,"COLING 2012, Mumbai : India (2012)",none,cs.CL,Summary11199,1210.5965v1,2012-10-22T16:40:35Z,Classification Analysis Of Authorship Fiction Texts in The Space Of Semantic Fields,Bohdan Pavlyshenko,http://arxiv.org/pdf/1210.5965v1,No journal ref found,none,cs.CL,Summary11200,1210.7282v1,2012-10-27T02:34:35Z,The Hangulphabet: A Descriptive Alphabet,"Robert Bishop, Ruggero Micheletto",http://arxiv.org/pdf/1210.7282v1,No journal ref found,none,cs.CL,Summary11201,1210.8440v1,2012-10-31T18:57:14Z,Large Scale Language Modeling in Automatic Speech Recognition,"Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar",http://arxiv.org/pdf/1210.8440v1,No journal ref found,none,cs.CL,Summary11202,1303.0446v1,2013-03-03T01:38:03Z,Statistical sentiment analysis performance in Opinum,"Boyan Bonev, Gema Ramírez-Sánchez, Sergio Ortiz Rojas",http://arxiv.org/pdf/1303.0446v1,No journal ref found,none,cs.CL,Summary11203,1303.1929v1,2013-03-08T10:13:56Z,Towards the Fully Automatic Merging of Lexical Resources: A Step Forward,"Muntsa Padró, Núria Bel, Silvia Necsulescu",http://arxiv.org/pdf/1303.1929v1,"LREC 2012 Workshop on Language Resource Merging; 2012 May 22; Istanbul, Turkey. Paris: European Language Resources Association; 2012. p. 8-14",none,cs.CL,Summary11204,1303.1932v1,2013-03-08T10:15:57Z,Mining and Exploiting Domain-Specific Corpora in the PANACEA Platform,"Núria Bel, Vassilis Papavasiliou, Prokopis Prokopidis, Antonio Toral, Victoria Arranz",http://arxiv.org/pdf/1303.1932v1,"Proceedings of the 5th Workshop on Building and Using Comparable Corpora at the Eighth International Conference on Language Resources and Evaluation (LREC-2012); 2012 May 23-25; Istanbul, Turkey. Paris: ELRA; 2012. p. 24-26",none,cs.CL,Summary11205,1303.2448v1,2013-03-11T08:21:17Z,Automatic Detection of Non-deverbal Event Nouns for Quick Lexicon Production,"Núria Bel, Maria Coll, Gabriela Resnik",http://arxiv.org/pdf/1303.2448v1,"Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010); 2010 Aug 23-27; Beijing, CN. Stroudsburg: ACL; 2010. p. 46-52",none,cs.CL,Summary11206,1303.2449v1,2013-03-11T08:21:48Z,Using qualia information to identify lexical semantic classes in an unsupervised clustering task,"Lauren Romeo, Sara Mendes, Núria Bel",http://arxiv.org/pdf/1303.2449v1,"Proceedings of COLING 2012: Posters: 24th International Conference on Computational Linguistics COLING 2012; 2012 December 8-15; Mumbai, India. Mumbai: The COLING 2012 Organizing Committee; 2012. p. 1029-1038",none,cs.CL,Summary11207,1303.2826v1,2013-03-12T10:20:50Z,Probabilistic Topic and Syntax Modeling with Part-of-Speech LDA,"William M. Darling, Fei Song",http://arxiv.org/pdf/1303.2826v1,No journal ref found,none,cs.CL,Summary11208,1303.5960v3,2013-03-24T15:27:51Z,SYNTAGMA. A Linguistic Approach to Parsing,Daniel Christen,http://arxiv.org/pdf/1303.5960v3,No journal ref found,none,cs.CL,Summary11209,1305.1319v1,2013-05-06T20:27:55Z,New Alignment Methods for Discriminative Book Summarization,"David Bamman, Noah A. Smith",http://arxiv.org/pdf/1305.1319v1,No journal ref found,none,cs.CL,Summary11210,1305.3882v2,2013-05-16T18:09:21Z,Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses,Daniel Christen,http://arxiv.org/pdf/1305.3882v2,No journal ref found,none,cs.CL,Summary11211,1305.3981v1,2013-05-17T05:14:43Z,Binary Tree based Chinese Word Segmentation,"Kaixu Zhang, Can Wang, Maosong Sun",http://arxiv.org/pdf/1305.3981v1,No journal ref found,none,cs.CL,Summary11212,1305.5753v3,2013-05-23T03:14:50Z,A probabilistic framework for analysing the compositionality of conceptual combinations,"Peter D. Bruza, Kirsty Kitto, Brentyn J. Ramm, Laurianne Sitbon",http://arxiv.org/pdf/1305.5753v3,No journal ref found,none,cs.CL,Summary11213,1305.5785v1,2013-05-24T16:34:22Z,An Inventory of Preposition Relations,"Vivek Srikumar, Dan Roth",http://arxiv.org/pdf/1305.5785v1,No journal ref found,none,cs.CL,Summary11214,1305.5918v1,2013-05-25T13:20:31Z,Reduce Meaningless Words for Joint Chinese Word Segmentation and Part-of-speech Tagging,"Kaixu Zhang, Maosong Sun",http://arxiv.org/pdf/1305.5918v1,No journal ref found,none,cs.CL,Summary11215,1305.6211v2,2013-05-24T18:01:34Z,Development of a Hindi Lemmatizer,"Snigdha Paul, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1305.6211v2,"International Journal of Computational Linguistics and Natural Language Processing, Vol 2, Issue 5, 2013",none,cs.CL,Summary11216,1306.2091v2,2013-06-10T02:54:10Z,A framework for (under)specifying dependency syntax without overloading annotators,"Nathan Schneider, Brendan OConnor, Naomi Saphra, David Bamman, Manaal Faruqui, Noah A. Smith, Chris Dyer, Jason Baldridge",http://arxiv.org/pdf/1306.2091v2,No journal ref found,none,cs.CL,Summary11217,1306.2158v1,2013-06-10T10:29:09Z,"""Not not bad"" is not ""bad"": A distributional account of negation","Karl Moritz Hermann, Edward Grefenstette, Phil Blunsom",http://arxiv.org/pdf/1306.2158v1,No journal ref found,none,cs.CL,Summary11218,1306.3584v1,2013-06-15T14:52:17Z,Recurrent Convolutional Neural Networks for Discourse Compositionality,"Nal Kalchbrenner, Phil Blunsom",http://arxiv.org/pdf/1306.3584v1,No journal ref found,none,cs.CL,Summary11219,1306.4134v1,2013-06-18T10:32:43Z,Dialogue System: A Brief Review,"Suket Arora, Kamaljeet Batra, Sarabjit Singh",http://arxiv.org/pdf/1306.4134v1,No journal ref found,none,cs.CL,Summary11220,1306.6130v1,2013-06-26T05:02:26Z,Competency Tracking for English as a Second or Foreign Language Learners,Robert Bishop Jr,http://arxiv.org/pdf/1306.6130v1,No journal ref found,none,cs.CL,Summary11221,1308.1004v3,2013-08-05T15:14:14Z,Boundary identification of events in clinical named entity recognition,Azad Dehghan,http://arxiv.org/pdf/1308.1004v3,No journal ref found,none,cs.CL,Summary11222,1308.1507v1,2013-08-07T09:09:47Z,Logical analysis of natural language semantics to solve the problem of computer understanding,Yuriy Ostapov,http://arxiv.org/pdf/1308.1507v1,No journal ref found,none,cs.CL,Summary11223,1308.2428v2,2013-08-11T20:50:27Z,Hidden Structure and Function in the Lexicon,"Olivier Picard, Mélanie Lord, Alexandre Blondin-Massé, Odile Marcotte, Marcos Lopes, Stevan Harnad",http://arxiv.org/pdf/1308.2428v2,"NLPCS 2013: 10th International Workshop on Natural Language Processing and Cognitive Science, Marseille, France 15-16 October 2013",none,cs.CL,Summary11224,1308.2696v1,2013-08-12T20:57:02Z,B(eo)W(u)LF: Facilitating recurrence analysis on multi-level language,"A. Paxton, R. Dale",http://arxiv.org/pdf/1308.2696v1,No journal ref found,none,cs.CL,Summary11225,1308.3839v2,2013-08-18T07:09:03Z,Consensus Sequence Segmentation,"Tamal Chowdhury, Rabindra Rakshit, Arko Banerjee",http://arxiv.org/pdf/1308.3839v2,No journal ref found,none,cs.CL,Summary11226,1308.4479v1,2013-08-21T03:44:04Z,An Investigation of the Sampling-Based Alignment Method and Its Contributions,"Juan Luo, Yves Lepage",http://arxiv.org/pdf/1308.4479v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 4, No. 4, July 2013",none,cs.CL,Summary11227,1308.5423v1,2013-08-25T16:41:06Z,A Literature Review: Stemming Algorithms for Indian Languages,"M. Thangarasu, R. Manavalan",http://arxiv.org/pdf/1308.5423v1,"International Journal of Computer Trends and Technology, Vol 4, No 8, 2013",none,cs.CL,Summary11228,1308.5499v1,2013-08-26T07:18:17Z,Linear models and linear mixed effects models in R with linguistic applications,Bodo Winter,http://arxiv.org/pdf/1308.5499v1,No journal ref found,none,cs.CL,Summary11229,1308.6242v1,2013-08-28T18:23:03Z,NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets,"Saif M. Mohammad, Svetlana Kiritchenko, Xiaodan Zhu",http://arxiv.org/pdf/1308.6242v1,"In Proceedings of the seventh international workshop on Semantic Evaluation Exercises (SemEval-2013), June 2013, Atlanta, USA",none,cs.CL,Summary11230,1308.6297v1,2013-08-28T20:13:32Z,Crowdsourcing a Word-Emotion Association Lexicon,"Saif M. Mohammad, Peter D. Turney",http://arxiv.org/pdf/1308.6297v1,"Computational Intelligence, 29 (3), 436-465, Wiley Blackwell Publishing Ltd, 2013",none,cs.CL,Summary11231,1308.6300v1,2013-08-28T20:24:27Z,Computing Lexical Contrast,"Saif M. Mohammad, Bonnie J. Dorr, Graeme Hirst, Peter D. Turney",http://arxiv.org/pdf/1308.6300v1,"Computational Linguistics, 39 (3), 555-590, 2013",none,cs.CL,Summary11232,1402.0563v1,2014-02-04T01:34:56Z,Evaluating Indirect Strategies for Chinese-Spanish Statistical Machine Translation,"Marta R. Costa-jussà, Carlos A. Henríquez, Rafael E. Banchs",http://arxiv.org/pdf/1402.0563v1,"Journal Of Artificial Intelligence Research, Volume 45, pages 761-780, 2012",none,cs.CL,Summary11233,1402.0578v1,2014-02-04T01:40:42Z,Natural Language Inference for Arabic Using Extended Tree Edit Distance with Subtrees,"Maytham Alabbas, Allan Ramsay",http://arxiv.org/pdf/1402.0578v1,"Journal Of Artificial Intelligence Research, Volume 48, pages 1-22, 2013",none,cs.CL,Summary11234,1402.0586v1,2014-02-04T01:43:35Z,Topic Segmentation and Labeling in Asynchronous Conversations,"Shafiq Rayhan Joty, Giuseppe Carenini, Raymond T Ng",http://arxiv.org/pdf/1402.0586v1,"Journal Of Artificial Intelligence Research, Volume 47, pages 521-573, 2013",none,cs.CL,Summary11235,1402.2561v1,2014-01-18T21:08:40Z,The CQC Algorithm: Cycling in Graphs to Semantically Enrich and Enhance a Bilingual Dictionary,"Tiziano Flati, Roberto Navigli",http://arxiv.org/pdf/1402.2561v1,"Journal Of Artificial Intelligence Research, Volume 43, pages 135-171, 2012",none,cs.CL,Summary11236,1402.2796v1,2014-02-12T11:55:31Z,PR2: A Language Independent Unsupervised Tool for Personality Recognition from Text,"Fabio Celli, Massimo Poesio",http://arxiv.org/pdf/1402.2796v1,No journal ref found,none,cs.CL,Summary11237,1402.3040v1,2014-02-13T06:44:24Z,Event Structure of Transitive Verb: A MARVS perspective,"Jia-Fei Hong, Kathleen Ahrens, Chu-Ren Huang",http://arxiv.org/pdf/1402.3040v1,"International Journal of Computer Processing of Languages (Vol. 24, No. 01, March 2012)",none,cs.CL,Summary11238,1402.3371v1,2014-02-14T06:06:47Z,An evaluative baseline for geo-semantic relatedness and similarity,"Andrea Ballatore, Michela Bertolotto, David C. Wilson",http://arxiv.org/pdf/1402.3371v1,No journal ref found,none,cs.CL,Summary11239,1402.3382v1,2014-02-14T06:46:44Z,Machine Learning of Phonologically Conditioned Noun Declensions For Tamil Morphological Generators,"K. Rajan, Dr. V. Ramalingam, Dr. M. Ganesan",http://arxiv.org/pdf/1402.3382v1,No journal ref found,none,cs.CL,Summary11240,1402.4380v1,2014-02-18T16:02:05Z,A Comparative Study of Machine Learning Methods for Verbal Autopsy Text Classification,"Samuel Danso, Eric Atwell, Owen Johnson",http://arxiv.org/pdf/1402.4380v1,"International Journal of Computer Science Issues, Volume 10, Issue 6, No 2, November 2013",none,cs.CL,Summary11241,1402.4678v1,2014-02-18T02:18:10Z,When Learners Surpass their Sources: Mathematical Modeling of Learning from an Inconsistent Source,"Yelena Mandelshtam, Natalia Komarova",http://arxiv.org/pdf/1402.4678v1,No journal ref found,none,cs.CL,Summary11242,1402.6516v1,2014-02-26T12:37:04Z,Modelling the Lexicon in Unsupervised Part of Speech Induction,"Greg Dubbin, Phil Blunsom",http://arxiv.org/pdf/1402.6516v1,No journal ref found,none,cs.CL,Summary11243,1402.6880v1,2014-02-27T12:12:11Z,Its distributions all the way down!: Second order changes in statistical distributions also occur,"M. T. Keane, A. Gerow",http://arxiv.org/pdf/1402.6880v1,"Behavioral & Brain Sciences, 2014, 37(1), 87",none,cs.CL,Summary11244,1402.7265v1,2014-02-28T14:49:31Z,"Semantics, Modelling, and the Problem of Representation of Meaning -- a Brief Survey of Recent Literature",Yarin Gal,http://arxiv.org/pdf/1402.7265v1,No journal ref found,none,cs.CL,Summary11245,1403.0052v1,2014-03-01T06:46:11Z,TBX goes TEI -- Implementing a TBX basic extension for the Text Encoding Initiative guidelines,Laurent Romary,http://arxiv.org/pdf/1403.0052v1,No journal ref found,none,cs.CL,Summary11246,1403.0531v1,2014-03-03T19:27:23Z,We Tweet Like We Talk and Other Interesting Observations: An Analysis of English Communication Modalities,Josiah P. Zayner,http://arxiv.org/pdf/1403.0531v1,No journal ref found,none,cs.CL,Summary11247,1403.0801v2,2014-03-04T14:45:56Z,Is getting the right answer just about choosing the right words? The role of syntactically-informed features in short answer scoring,"Derrick Higgins, Chris Brew, Michael Heilman, Ramon Ziai, Lei Chen, Aoife Cahill, Michael Flor, Nitin Madnani, Joel Tetreault, Daniel Blanchard, Diane Napolitano, Chong Min Lee, John Blackmore",http://arxiv.org/pdf/1403.0801v2,No journal ref found,none,cs.CL,Summary11248,1403.2004v1,2014-03-08T20:10:37Z,Natural Language Feature Selection via Cooccurrence,Michael Stewart,http://arxiv.org/pdf/1403.2004v1,No journal ref found,none,cs.CL,Summary11249,1403.2124v1,2014-03-10T01:41:09Z,Generating Music from Literature,"Hannah Davis, Saif M. Mohammad",http://arxiv.org/pdf/1403.2124v1,"In Proceedings of the EACL Workshop on Computational Linguistics for Literature, April 2014, Gothenburg, Sweden",none,cs.CL,Summary11250,1403.2837v1,2014-03-12T08:08:49Z,HPS: a hierarchical Persian stemming method,"Ayshe Rashidi, Mina Zolfy Lighvan",http://arxiv.org/pdf/1403.2837v1,No journal ref found,none,cs.CL,Summary11251,1403.3351v1,2014-03-13T18:20:10Z,Semantic Unification A sheaf theoretic approach to natural language,"Samson Abramsky, Mehrnoosh Sadrzadeh",http://arxiv.org/pdf/1403.3351v1,"Categories and Types in Logic, Language, and Physics, A Festshrift for Jim Lambek. Casadio, Coecke, Moortgat, Scott (eds.), Lecture Notes in Computer Science, Volume 8222, pp. 1-13, 2014",none,cs.CL,Summary11252,1403.3668v2,2014-03-14T18:53:51Z,Language Heedless of Logic - Philosophy Mindful of What? Failures of Distributive and Absorption Laws,Arthur Merin,http://arxiv.org/pdf/1403.3668v2,No journal ref found,none,cs.CL,Summary11253,1403.4024v3,2014-03-17T08:22:54Z,Measuring Global Similarity between Texts,"Uli Fahrenberg, Fabrizio Biondi, Kevin Corre, Cyrille Jegourel, Simon Kongshøj, Axel Legay",http://arxiv.org/pdf/1403.4024v3,No journal ref found,none,cs.CL,Summary11254,1403.4467v2,2014-03-18T14:16:45Z,A hybrid formalism to parse Sign Languages,"Rémi Dubot, Christophe Collet",http://arxiv.org/pdf/1403.4467v2,No journal ref found,none,cs.CL,Summary11255,1403.4473v1,2014-03-18T14:31:51Z,Sign Language Gibberish for syntactic parsing evaluation,"Rémi Dubot, Christophe Collet",http://arxiv.org/pdf/1403.4473v1,No journal ref found,none,cs.CL,Summary11256,1403.4759v1,2014-03-19T10:45:29Z,Spelling Error Trends and Patterns in Sindhi,"Zeeshan Bhatti, Imdad Ali Ismaili, Asad Ali Shaikh, Waseem Javaid",http://arxiv.org/pdf/1403.4759v1,"Journal of Emerging Trends in Computing and Information Sciences, VOL. 3, NO.10 Oct, 2012, ISSN 2079-8407",none,cs.CL,Summary11257,1403.4887v1,2014-03-19T17:29:24Z,Using Entropy Estimates for DAG-Based Ontologies,"Andrew Warren, Joao Setubal",http://arxiv.org/pdf/1403.4887v1,No journal ref found,none,cs.CL,Summary11258,1403.4928v1,2014-03-19T19:59:49Z,Clinical TempEval,"Steven Bethard, Leon Derczynski, James Pustejovsky, Marc Verhagen",http://arxiv.org/pdf/1403.4928v1,No journal ref found,none,cs.CL,Summary11259,1403.6381v1,2014-03-21T04:54:28Z,An efficiency dependency parser using hybrid approach for tamil language,"K. Sureka, K. G. Srinivasagan, S. Suganthi",http://arxiv.org/pdf/1403.6381v1,No journal ref found,none,cs.CL,Summary11260,1403.6392v2,2014-03-25T15:36:36Z,Implementation of an Automatic Sign Language Lexical Annotation Framework based on Propositional Dynamic Logic,"Arturo Curiel, Christophe Collet",http://arxiv.org/pdf/1403.6392v2,No journal ref found,none,cs.CL,Summary11261,1403.6636v1,2014-03-26T11:47:37Z,Sign Language Lexical Recognition With Propositional Dynamic Logic,"Arturo Curiel, Christophe Collet",http://arxiv.org/pdf/1403.6636v1,"In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, vol. 2, pp. 328-333. 2013",none,cs.CL,Summary11262,1403.7455v1,2014-03-28T17:30:32Z,Hybrid Approach to English-Hindi Name Entity Transliteration,"Shruti Mathur, Varun Prakash Saxena",http://arxiv.org/pdf/1403.7455v1,No journal ref found,none,cs.CL,Summary11263,1404.1847v1,2014-04-07T16:45:42Z,Evaluation and Ranking of Machine Translated Output in Hindi Language using Precision and Recall Oriented Metrics,"Aditi Kalyani, Hemant Kumud, Shashi Pal Singh, Ajai Kumar, Hemant Darbari",http://arxiv.org/pdf/1404.1847v1,"International Journal of Advanced Computer Research, Volume-4 Number-1 Issue-14 March 2014",none,cs.CL,Summary11264,1404.1872v1,2014-04-07T18:12:08Z,Intégration des données dun lexique syntaxique dans un analyseur syntaxique probabiliste,"Anthony Sigogne, Matthieu Constant, Eric Laporte",http://arxiv.org/pdf/1404.1872v1,"Penser le Lexique-Grammaire. Perspectives actuelles, Fryni Kakoyianni-Doa (Ed.) (2014) 505-516",none,cs.CL,Summary11265,1404.2071v1,2014-04-08T10:08:22Z,Extracting a bilingual semantic grammar from FrameNet-annotated corpora,"Dana Dannélls, Normunds Grūzītis",http://arxiv.org/pdf/1404.2071v1,"Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC), 2014, pp. 2466-2473",none,cs.CL,Summary11266,1404.2188v1,2014-04-08T15:46:44Z,A Convolutional Neural Network for Modelling Sentences,"Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom",http://arxiv.org/pdf/1404.2188v1,No journal ref found,none,cs.CL,Summary11267,1404.2878v1,2014-04-10T17:16:01Z,Overview of Stemming Algorithms for Indian and Non-Indian Languages,"Dalwadi Bijal, Suthar Sanket",http://arxiv.org/pdf/1404.2878v1,"International Journal of Computer Science and Information Technologies, Vol. 5 (2) , 2014",none,cs.CL,Summary11268,1404.3377v1,2014-04-13T12:39:41Z,A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser-Ney Smoothing,"Rene Pickhardt, Thomas Gottron, Martin Körner, Paul Georg Wagner, Till Speicher, Steffen Staab",http://arxiv.org/pdf/1404.3377v1,No journal ref found,none,cs.CL,Summary11269,1404.3759v1,2014-04-14T21:33:42Z,Meta-evaluation of comparability metrics using parallel corpora,"Bogdan Babych, Anthony Hartley",http://arxiv.org/pdf/1404.3759v1,No journal ref found,none,cs.CL,Summary11270,1404.3992v1,2014-04-15T17:13:26Z,Assessing the Quality of MT Systems for Hindi to English Translation,"Aditi Kalyani, Hemant Kumud, Shashi Pal Singh, Ajai Kumar",http://arxiv.org/pdf/1404.3992v1,"International Journal of Computer Applications, Volume 89, No 15, March 2014",none,cs.CL,Summary11271,1404.4314v1,2014-04-16T17:06:35Z,An Empirical Comparison of Parsing Methods for Stanford Dependencies,"Lingpeng Kong, Noah A. Smith",http://arxiv.org/pdf/1404.4314v1,No journal ref found,none,cs.CL,Summary11272,1404.4572v1,2014-04-17T16:22:40Z,The First Parallel Multilingual Corpus of Persian: Toward a Persian BLARK,"Behrang Qasemizadeh, Saeed Rahimi, Behrooz Mahmoodi Bakhtiari",http://arxiv.org/pdf/1404.4572v1,No journal ref found,none,cs.CL,Summary11273,1404.4641v1,2014-04-17T20:18:03Z,Multilingual Models for Compositional Distributed Semantics,"Karl Moritz Hermann, Phil Blunsom",http://arxiv.org/pdf/1404.4641v1,No journal ref found,none,cs.CL,Summary11274,1404.4714v1,2014-04-18T07:48:02Z,Radical-Enhanced Chinese Character Embedding,"Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang",http://arxiv.org/pdf/1404.4714v1,No journal ref found,none,cs.CL,Summary11275,1404.4740v1,2014-04-18T10:30:47Z,Challenges in Persian Electronic Text Analysis,"Behrang QasemiZadeh, Saeed Rahimi, Mehdi Safaee Ghalati",http://arxiv.org/pdf/1404.4740v1,No journal ref found,none,cs.CL,Summary11276,1404.5278v1,2014-04-21T19:31:48Z,The Frobenius anatomy of word meanings I: subject and object relative pronouns,"Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke",http://arxiv.org/pdf/1404.5278v1,"Journal of Logic and Computation, Special Issue: The Incomputable, an Isaac Newton Institute Workshop, 23(6), pp.1293-1317, 2013",none,cs.CL,Summary11277,1404.5357v1,2014-04-22T00:17:26Z,Morphological Analysis of the Bishnupriya Manipuri Language using Finite State Transducers,"Nayan Jyoti Kalita, Navanath Saharia, Smriti Kumar Sinha",http://arxiv.org/pdf/1404.5357v1,"Computational Linguistics and Intelligent Text Processing, vol.8403, series: Lecture Notes in Computer Science, pp 206-213, (2014)",none,cs.CL,Summary11278,1404.5367v1,2014-04-22T02:12:06Z,Lexicon Infused Phrase Embeddings for Named Entity Resolution,"Alexandre Passos, Vineet Kumar, Andrew McCallum",http://arxiv.org/pdf/1404.5367v1,No journal ref found,none,cs.CL,Summary11279,1404.6312v2,2014-04-25T04:10:57Z,Reconstructing Native Language Typology from Foreign Language Usage,"Yevgeni Berzak, Roi Reichart, Boris Katz",http://arxiv.org/pdf/1404.6312v2,"Proceedings of the Eighteenth Conference on Computational Language Learning , pages 21-29, Baltimore, Maryland USA, June 26-27 2014",none,cs.CL,Summary11280,1404.7296v1,2014-04-29T10:10:13Z,A Deep Architecture for Semantic Parsing,"Edward Grefenstette, Phil Blunsom, Nando de Freitas, Karl Moritz Hermann",http://arxiv.org/pdf/1404.7296v1,No journal ref found,none,cs.CL,Summary11281,1406.0032v1,2014-05-30T22:47:49Z,Comparing and Combining Sentiment Analysis Methods,"Pollyanna Gonçalves, Matheus Araújo, Fabrício Benevenuto, Meeyoung Cha",http://arxiv.org/pdf/1406.0032v1,No journal ref found,none,cs.CL,Summary11282,1406.1203v1,2014-06-04T20:22:30Z,A Semantic Approach to Summarization,"Divyanshu Bhartiya, Ashudeep Singh",http://arxiv.org/pdf/1406.1203v1,No journal ref found,none,cs.CL,Summary11283,1406.1241v1,2014-06-04T23:56:08Z,The Best Templates Match Technique For Example Based Machine Translation,"T. El-Shishtawy, A. El-Sammak",http://arxiv.org/pdf/1406.1241v1,No journal ref found,none,cs.CL,Summary11284,1406.1280v1,2014-06-05T07:07:44Z,Basis Identification for Automatic Creation of Pronunciation Lexicon for Proper Names,"Sunil Kumar Kopparapu, M Laxminarayana",http://arxiv.org/pdf/1406.1280v1,No journal ref found,none,cs.CL,Summary11285,1406.1870v1,2014-06-07T07:41:54Z,Toward verbalizing ontologies in isiZulu,"C. Maria Keet, Langa Khumalo",http://arxiv.org/pdf/1406.1870v1,No journal ref found,none,cs.CL,Summary11286,1406.2204v1,2014-06-09T14:54:22Z,How Easy is it to Learn a Controlled Natural Language for Building a Knowledge Base?,"Sandra Williams, Richard Power, Allan Third",http://arxiv.org/pdf/1406.2204v1,No journal ref found,none,cs.CL,Summary11287,1406.2400v1,2014-06-10T01:01:48Z,Controlled Natural Language Generation from a Multilingual FrameNet-based Grammar,"Dana Dannélls, Normunds Grūzītis",http://arxiv.org/pdf/1406.2400v1,"Controlled Natural Language, Lecture Notes in Computer Science, Vol. 8625, Springer, 2014, pp. 155-166",none,cs.CL,Summary11288,1406.2903v2,2014-06-11T13:47:22Z,A Brief State of the Art for Ontology Authoring,"Hazem Safwat, Brian Davis",http://arxiv.org/pdf/1406.2903v2,No journal ref found,none,cs.CL,Summary11289,1406.3460v1,2014-06-13T09:23:53Z,Are Style Guides Controlled Languages? The Case of Koenig & Bauer AG,Karolina Suchowolec,http://arxiv.org/pdf/1406.3460v1,No journal ref found,none,cs.CL,Summary11290,1406.3676v3,2014-06-14T03:00:23Z,Question Answering with Subgraph Embeddings,"Antoine Bordes, Sumit Chopra, Jason Weston",http://arxiv.org/pdf/1406.3676v3,No journal ref found,none,cs.CL,Summary11291,1406.3969v1,2014-06-16T10:59:03Z,Translation Of Telugu-Marathi and Vice-Versa using Rule Based Machine Translation,"Siddhartha Ghosh, Sujata Thamke, Kalyani U. R. S",http://arxiv.org/pdf/1406.3969v1,No journal ref found,none,cs.CL,Summary11292,1406.3976v1,2014-06-16T11:30:51Z,Handling non-compositionality in multilingual CNLs,"Ramona Enache, Inari Listenmaa, Prasanth Kolachina",http://arxiv.org/pdf/1406.3976v1,No journal ref found,none,cs.CL,Summary11293,1406.3987v1,2014-06-16T12:03:49Z,Towards an Error Correction Memory to Enhance Technical Texts Authoring in LELIE,"Juyeon Kang, Patrick Saint Dizier",http://arxiv.org/pdf/1406.3987v1,No journal ref found,none,cs.CL,Summary11294,1406.4057v1,2014-06-16T16:11:32Z,Embedded Controlled Languages,Aarne Ranta,http://arxiv.org/pdf/1406.4057v1,No journal ref found,none,cs.CL,Summary11295,1406.4211v1,2014-06-17T01:34:22Z,Mapping the Economic Crisis: Some Preliminary Investigations,"Pierre Bourreau, Thierry Poibeau",http://arxiv.org/pdf/1406.4211v1,No journal ref found,none,cs.CL,Summary11296,1406.5598v1,2014-06-21T11:30:05Z,A survey on phrase structure learning methods for text classification,"Reshma Prasad, Mary Priya Sebastian",http://arxiv.org/pdf/1406.5598v1,No journal ref found,none,cs.CL,Summary11297,1406.6844v1,2014-06-26T11:14:44Z,FrameNet Resource Grammar Library for GF,"Normunds Gruzitis, Peteris Paikens, Guntis Barzdins",http://arxiv.org/pdf/1406.6844v1,"Controlled Natural Language, Lecture Notes in Computer Science, Vol. 7427, Springer, 2012, pp. 121-137",none,cs.CL,Summary11298,1406.7483v1,2014-06-29T10:08:54Z,Jabalin: a Comprehensive Computational Model of Modern Standard Arabic Verbal Morphology Based on Traditional Arabic Prosody,"Alicia Gonzalez Martinez, Susana Lopez Hervas, Doaa Samy, Carlos G. Arques, Antonio Moreno Sandoval",http://arxiv.org/pdf/1406.7483v1,"Systems and Frameworks for Computational Morphology, Springer Berlin Heidelberg, (2013) pp. 35-52",none,cs.CL,Summary11299,1407.1605v1,2014-07-07T07:08:07Z,Les noms propres se traduisent-ils ? Étude dun corpus multilingue,"Émeline Lecuit, Denis Maurel, Dusko Vitas",http://arxiv.org/pdf/1407.1605v1,Corpus 10 (2011) 201-218,none,cs.CL,Summary11300,1407.1976v1,2014-07-08T07:35:16Z,Inter-Rater Agreement Study on Readability Assessment in Bengali,"Shanta Phani, Shibamouli Lahiri, Arindam Biswas",http://arxiv.org/pdf/1407.1976v1,"International Journal on Natural Language Computing (IJNLC), 3(3), 2014",none,cs.CL,Summary11301,1407.2019v1,2014-07-08T10:04:07Z,Assamese-English Bilingual Machine Translation,"Kalyanee Kanchan Baruah, Pranjal Das, Abdul Hannan, Shikhar Kr. Sarma",http://arxiv.org/pdf/1407.2019v1,"International Journal on Natural Language Computing (IJNLC) Vol. 3, No.3, June 2014",none,cs.CL,Summary11302,1407.2694v1,2014-07-10T05:26:14Z,Quality Estimation Of Machine Translation Outputs Through Stemming,"Pooja Gupta, Nisheeth Joshi, Iti Mathur",http://arxiv.org/pdf/1407.2694v1,"International Journal on Computational Sciences & Applications (IJCSA) Vol.4, No.3, June 2014",none,cs.CL,Summary11303,1407.2918v1,2014-07-09T13:59:27Z,A Survey of Named Entity Recognition in Assamese and other Indian Languages,"Gitimoni Talukdar, Pranjal Protim Borah, Arup Baruah",http://arxiv.org/pdf/1407.2918v1,No journal ref found,none,cs.CL,Summary11304,1407.2989v1,2014-07-10T23:57:54Z,Hidden Markov Model Based Part of Speech Tagger for Sinhala Language,"A. J. P. M. P. Jayaweera, N. G. J. Dias",http://arxiv.org/pdf/1407.2989v1,"International Journal on Natural Language Computing (IJNLC) Vol. 3, No.3, June 2014. Pages 9-23",none,cs.CL,Summary11305,1407.6853v1,2014-07-25T11:17:28Z,Substitute Based SCODE Word Embeddings in Supervised NLP Tasks,"Volkan Cirik, Deniz Yuret",http://arxiv.org/pdf/1407.6853v1,No journal ref found,none,cs.CL,Summary11306,1407.8215v1,2014-07-30T21:00:25Z,Two-pass Discourse Segmentation with Pairing and Global Features,"Vanessa Wei Feng, Graeme Hirst",http://arxiv.org/pdf/1407.8215v1,No journal ref found,none,cs.CL,Summary11307,1410.0286v1,2014-10-01T16:53:35Z,LAF-Fabric: a data analysis tool for Linguistic Annotation Framework with an application to the Hebrew Bible,"Dirk Roorda, Gino Kalkman, Martijn Naaijer, Andreas van Cranenburgh",http://arxiv.org/pdf/1410.0286v1,"Computational Linguistics in the Netherlands Journal, Volume 4, December 2014, pp. 105-109",none,cs.CL,Summary11308,1410.0291v2,2014-10-01T17:03:18Z,"A Morphological Analyzer for Japanese Nouns, Verbs and Adjectives",Yanchuan Sim,http://arxiv.org/pdf/1410.0291v2,No journal ref found,none,cs.CL,Summary11309,1410.0718v2,2014-10-02T21:35:35Z,Not All Neural Embeddings are Born Equal,"Felix Hill, KyungHyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio",http://arxiv.org/pdf/1410.0718v2,No journal ref found,none,cs.CL,Summary11310,1410.1135v1,2014-10-05T09:02:31Z,Corpora Preparation and Stopword List Generation for Arabic data in Social Network,"Walaa Medhat, Ahmed H. Yousef, Hoda Korashy",http://arxiv.org/pdf/1410.1135v1,No journal ref found,none,cs.CL,Summary11311,1410.2082v2,2014-10-08T12:24:38Z,Contrastive Unsupervised Word Alignment with Non-Local Features,"Yang Liu, Maosong Sun",http://arxiv.org/pdf/1410.2082v2,No journal ref found,none,cs.CL,Summary11312,1410.2149v1,2014-10-05T01:36:30Z,Language-based Examples in the Statistics Classroom,Roger Bilisoly,http://arxiv.org/pdf/1410.2149v1,No journal ref found,none,cs.CL,Summary11313,1410.2646v1,2014-10-09T22:56:44Z,Hybrid approaches for automatic vowelization of Arabic texts,"Mohamed Bebah, Chennoufi Amine, Mazroui Azzeddine, Lakhouaja Abdelhak",http://arxiv.org/pdf/1410.2646v1,No journal ref found,none,cs.CL,Summary11314,1410.2871v2,2014-10-10T19:19:31Z,An Ontology for Comprehensive Tutoring of Euphonic Conjunctions of Sanskrit Grammar,"S. V. Kasmir Raja, V. Rajitha, Meenakshi Lakshmanan",http://arxiv.org/pdf/1410.2871v2,"European Journal of Scientific Research, ISSN 1450-216X / 1450-202X, Vol. 124, No. 4, September 2014, pp 460-467",none,cs.CL,Summary11315,1410.4176v1,2014-10-15T19:27:10Z,Learning Distributed Word Representations for Natural Logic Reasoning,"Samuel R. Bowman, Christopher Potts, Christopher D. Manning",http://arxiv.org/pdf/1410.4176v1,No journal ref found,none,cs.CL,Summary11316,1410.4639v3,2014-10-17T05:19:12Z,Dependent Types for Pragmatics,"Darryl McAdams, Jonathan Sterling",http://arxiv.org/pdf/1410.4639v3,No journal ref found,none,cs.CL,Summary11317,1410.4863v1,2014-10-17T21:05:01Z,Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection,"Yannis Haralambous, Yassir Elidrissi, Philippe Lenca",http://arxiv.org/pdf/1410.4863v1,No journal ref found,none,cs.CL,Summary11318,1410.4966v1,2014-10-18T14:53:19Z,The Visualization of Change in Word Meaning over Time using Temporal Word Embeddings,"Chiraag Lala, Shay B. Cohen",http://arxiv.org/pdf/1410.4966v1,No journal ref found,none,cs.CL,Summary11319,1410.7182v1,2014-10-27T11:09:36Z,Analysis of Named Entity Recognition and Linking for Tweets,"Leon Derczynski, Diana Maynard, Giuseppe Rizzo, Marieke van Erp, Genevieve Gorrell, Raphaël Troncy, Johann Petrak, Kalina Bontcheva",http://arxiv.org/pdf/1410.7182v1,"Information Processing & Management 51 (2), 32-49, 2014",none,cs.CL,Summary11320,1410.7787v1,2014-10-28T20:12:50Z,Correcting Errors in Digital Lexicographic Resources Using a Dictionary Manipulation Language,"David Zajic, Michael Maxwell, David Doermann, Paul Rodrigues, Michael Bloodgood",http://arxiv.org/pdf/1410.7787v1,"In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 297-301, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies",none,cs.CL,Summary11321,1410.8668v1,2014-10-31T08:35:55Z,Experiments to Improve Named Entity Recognition on Turkish Tweets,"Dilek Küçük, Ralf Steinberger",http://arxiv.org/pdf/1410.8668v1,No journal ref found,none,cs.CL,Summary11322,1411.0588v1,2014-11-03T18:05:54Z,On Detecting Noun-Adjective Agreement Errors in Bulgarian Language Using GATE,"Nadezhda Borisova, Grigor Iliev, Elena Karashtranova",http://arxiv.org/pdf/1411.0588v1,FMNS2013 (2013) 180-187,none,cs.CL,Summary11323,1411.0778v1,2014-11-04T03:48:20Z,Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons,"Xiaolei Huang, Lei Zhang, Tianli Liu, David Chiu, Tingshao Zhu, Xin Li",http://arxiv.org/pdf/1411.0778v1,No journal ref found,none,cs.CL,Summary11324,1411.2738v4,2014-11-11T09:24:00Z,word2vec Parameter Learning Explained,Xin Rong,http://arxiv.org/pdf/1411.2738v4,No journal ref found,none,cs.CL,Summary11325,1411.3146v1,2014-11-12T11:26:51Z,Distributed Representations for Compositional Semantics,Karl Moritz Hermann,http://arxiv.org/pdf/1411.3146v1,No journal ref found,none,cs.CL,Summary11326,1411.3561v1,2014-11-13T14:44:00Z,A Text to Speech (TTS) System with English to Punjabi Conversion,"Prabhsimran Singh, Amritpal Singh",http://arxiv.org/pdf/1411.3561v1,"International Journal of Computer and Communication System Engineering, Volume 1, Issue 04, December 2014",none,cs.CL,Summary11327,1411.4166v4,2014-11-15T17:34:20Z,Retrofitting Word Vectors to Semantic Lexicons,"Manaal Faruqui, Jesse Dodge, Sujay K. Jauhar, Chris Dyer, Eduard Hovy, Noah A. Smith",http://arxiv.org/pdf/1411.4166v4,No journal ref found,none,cs.CL,Summary11328,1411.4472v1,2014-11-17T13:36:49Z,Opinion mining of text documents written in Macedonian language,"Andrej Gajduk, Ljupco Kocarev",http://arxiv.org/pdf/1411.4472v1,No journal ref found,none,cs.CL,Summary11329,1411.4614v1,2014-09-26T05:09:40Z,Using graph transformation algorithms to generate natural language equivalents of icons expressing medical concepts,"Pascal Vaillant, Jean-Baptiste Lamy",http://arxiv.org/pdf/1411.4614v1,No journal ref found,none,cs.CL,Summary11330,1411.4960v1,2014-11-18T18:46:36Z,Network Motifs Analysis of Croatian Literature,"Hana Rizvić, Sanda Martinčić-Ipšić, Ana Meštrović",http://arxiv.org/pdf/1411.4960v1,No journal ref found,none,cs.CL,Summary11331,1411.5379v3,2014-11-19T21:06:15Z,Type-Driven Incremental Semantic Parsing with Polymorphism,"Kai Zhao, Liang Huang",http://arxiv.org/pdf/1411.5379v3,No journal ref found,none,cs.CL,Summary11332,1411.5796v1,2014-11-21T08:50:30Z,Pre-processing of Domain Ontology Graph Generation System in Punjabi,"Rajveer Kaur, Saurabh Sharma",http://arxiv.org/pdf/1411.5796v1,"International Journal of Engineering Trends and Technology (IJETT), V17(3),141-146, Nov 2014. Published by Seventh Sense Research Group",none,cs.CL,Summary11333,1411.7820v1,2014-11-28T11:33:02Z,Coarse-grained Cross-lingual Alignment of Comparable Texts with Topic Models and Encyclopedic Knowledge,"Vivi Nastase, Angela Fahrni",http://arxiv.org/pdf/1411.7820v1,No journal ref found,none,cs.CL,Summary11334,1411.7942v2,2014-11-28T16:57:34Z,Using Sentence Plausibility to Learn the Semantics of Transitive Verbs,"Tamara Polajnar, Laura Rimell, Stephen Clark",http://arxiv.org/pdf/1411.7942v2,No journal ref found,none,cs.CL,Summary11335,1412.0751v1,2014-12-02T00:53:35Z,Tiered Clustering to Improve Lexical Entailment,John Wieting,http://arxiv.org/pdf/1412.0751v1,No journal ref found,none,cs.CL,Summary11336,1412.1215v1,2014-12-03T07:16:04Z,"Mary Astells words in A Serious Proposal to the Ladies (part I), a lexicographic inquiry with NooJ","Hélène Pignot, Odile Piton",http://arxiv.org/pdf/1412.1215v1,No journal ref found,none,cs.CL,Summary11337,1412.1342v1,2014-12-03T14:37:36Z,A perspective on the advancement of natural language processing tasks via topological analysis of complex networks,Diego R. Amancio,http://arxiv.org/pdf/1412.1342v1,"Physics of Life Reviews, v. 11, p. 641-643, 2014",none,cs.CL,Summary11338,1412.1632v1,2014-12-04T11:53:02Z,Deep Learning for Answer Sentence Selection,"Lei Yu, Karl Moritz Hermann, Phil Blunsom, Stephen Pulman",http://arxiv.org/pdf/1412.1632v1,No journal ref found,none,cs.CL,Summary11339,1412.1820v2,2014-12-03T23:26:33Z,Context-Dependent Fine-Grained Entity Type Tagging,"Dan Gillick, Nevena Lazic, Kuzman Ganchev, Jesse Kirchner, David Huynh",http://arxiv.org/pdf/1412.1820v2,No journal ref found,none,cs.CL,Summary11340,1412.2007v2,2014-12-05T14:26:27Z,On Using Very Large Target Vocabulary for Neural Machine Translation,"Sébastien Jean, Kyunghyun Cho, Roland Memisevic, Yoshua Bengio",http://arxiv.org/pdf/1412.2007v2,No journal ref found,none,cs.CL,Summary11341,1412.2197v3,2014-12-06T04:40:18Z,Practice in Synonym Extraction at Large Scale,"Liangliang Cao, Chang Wang",http://arxiv.org/pdf/1412.2197v3,No journal ref found,none,cs.CL,Summary11342,1412.2378v1,2014-12-07T17:49:53Z,Learning Word Representations from Relational Graphs,"Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi",http://arxiv.org/pdf/1412.2378v1,No journal ref found,none,cs.CL,Summary11343,1412.2442v1,2014-12-08T04:14:05Z,Rediscovering the Alphabet - On the Innate Universal Grammar,"M. Yahia Kaadan, Asaad Kaadan",http://arxiv.org/pdf/1412.2442v1,No journal ref found,none,cs.CL,Summary11344,1412.3336v1,2014-12-10T15:22:08Z,Statistical Patterns in Written Language,Damián H. Zanette,http://arxiv.org/pdf/1412.3336v1,No journal ref found,none,cs.CL,Summary11345,1412.4021v5,2014-12-12T15:26:43Z,A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging,"Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham",http://arxiv.org/pdf/1412.4021v5,No journal ref found,none,cs.CL,Summary11346,1412.4369v3,2014-12-14T15:18:18Z,Incorporating Both Distributional and Relational Semantics in Word Representations,"Daniel Fried, Kevin Duh",http://arxiv.org/pdf/1412.4369v3,No journal ref found,none,cs.CL,Summary11347,1412.4682v1,2014-12-15T17:20:47Z,Rule-based Emotion Detection on Social Media: Putting Tweets on Plutchiks Wheel,"Erik Tromp, Mykola Pechenizkiy",http://arxiv.org/pdf/1412.4682v1,No journal ref found,none,cs.CL,Summary11348,1412.4930v2,2014-12-16T09:43:56Z,Rehabilitation of Count-based Models for Word Vector Representations,"Rémi Lebret, Ronan Collobert",http://arxiv.org/pdf/1412.4930v2,"CICLing 2015, Part I, LNCS 9041, pp. 417-429, 2015",none,cs.CL,Summary11349,1412.5212v1,2014-12-16T22:00:52Z,Application of Topic Models to Judgments from Public Procurement Domain,Michał Łopuszyński,http://arxiv.org/pdf/1412.5212v1,No journal ref found,none,cs.CL,Summary11350,1412.5477v1,2014-12-17T16:56:43Z,Computational Model to Generate Case-Inflected Forms of Masculine Nouns for Word Search in Sanskrit E-Text,"S V Kasmir Raja, V Rajitha, Lakshmanan Meenakshi",http://arxiv.org/pdf/1412.5477v1,"Journal of Computer Science (ISSN Print: 1549-3636, ISSN Online: 1552-6607), December 2014, Volume 10, Issue 11, Pages 2269-2283",none,cs.CL,Summary11351,1412.5836v3,2014-12-18T12:30:55Z,Incorporating Both Distributional and Relational Semantics in Word Representations,"Daniel Fried, Kevin Duh",http://arxiv.org/pdf/1412.5836v3,No journal ref found,none,cs.CL,Summary11352,1412.6045v2,2014-12-18T20:14:10Z,A Simple and Efficient Method To Generate Word Sense Representations,"Luis Nieto Piña, Richard Johansson",http://arxiv.org/pdf/1412.6045v2,No journal ref found,none,cs.CL,Summary11353,1412.6264v1,2014-12-19T09:53:57Z,"Supertagging: Introduction, learning, and application",Taraka Rama K,http://arxiv.org/pdf/1412.6264v1,No journal ref found,none,cs.CL,Summary11354,1412.6277v2,2014-12-19T10:29:33Z,N-gram-Based Low-Dimensional Representation for Document Classification,"Rémi Lebret, Ronan Collobert",http://arxiv.org/pdf/1412.6277v2,No journal ref found,none,cs.CL,Summary11355,1412.6334v4,2014-12-19T13:23:35Z,Leveraging Monolingual Data for Crosslingual Compositional Word Representations,"Hubert Soyer, Pontus Stenetorp, Akiko Aizawa",http://arxiv.org/pdf/1412.6334v4,No journal ref found,none,cs.CL,Summary11356,1412.6448v4,2014-12-19T17:22:03Z,Embedding Word Similarity with Neural Machine Translation,"Felix Hill, Kyunghyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio",http://arxiv.org/pdf/1412.6448v4,No journal ref found,none,cs.CL,Summary11357,1412.6575v4,2014-12-20T01:37:16Z,Embedding Entities and Relations for Learning and Inference in Knowledge Bases,"Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1412.6575v4,No journal ref found,none,cs.CL,Summary11358,1412.7119v3,2014-12-22T20:08:06Z,Pragmatic Neural Language Modelling in Machine Translation,"Paul Baltescu, Phil Blunsom",http://arxiv.org/pdf/1412.7119v3,No journal ref found,none,cs.CL,Summary11359,1412.7415v2,2014-12-23T15:51:41Z,A prototype Malayalam to Sign Language Automatic Translator,"Jestin Joy, Kannan Balakrishnan",http://arxiv.org/pdf/1412.7415v2,No journal ref found,none,cs.CL,Summary11360,1412.8010v1,2014-12-27T01:54:15Z,Construction of Vietnamese SentiWordNet by using Vietnamese Dictionary,"Xuan-Son Vu, Seong-Bae Park",http://arxiv.org/pdf/1412.8010v1,"The 40th Conference of the Korea Information Processing Society, pp. 745-748, April 2014, South Korea",none,cs.CL,Summary11361,1502.01245v1,2015-02-04T16:12:45Z,Authorship recognition via fluctuation analysis of network topology and word intermittency,Diego R. Amancio,http://arxiv.org/pdf/1502.01245v1,J. Stat. Mech. (2015) P03005,none,cs.CL,Summary11362,1502.01271v2,2015-02-04T17:53:01Z,INRIASAC: Simple Hypernym Extraction Methods,Gregory Grefenstette,http://arxiv.org/pdf/1502.01271v2,No journal ref found,none,cs.CL,Summary11363,1502.01446v1,2015-02-05T07:42:18Z,Beyond Word-based Language Model in Statistical Machine Translation,"Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong",http://arxiv.org/pdf/1502.01446v1,No journal ref found,none,cs.CL,Summary11364,1502.02655v1,2015-02-07T21:59:21Z,An investigation into language complexity of World-of-Warcraft game-external texts,Simon Šuster,http://arxiv.org/pdf/1502.02655v1,No journal ref found,none,cs.CL,Summary11365,1502.03671v2,2015-02-12T14:17:15Z,Phrase-based Image Captioning,"Rémi Lebret, Pedro O. Pinheiro, Ronan Collobert",http://arxiv.org/pdf/1502.03671v2,No journal ref found,none,cs.CL,Summary11366,1502.03752v1,2015-02-12T17:49:45Z,A new hybrid metric for verifying parallel corpora of Arabic-English,"Saad Alkahtani, Wei Liu, William J. Teahan",http://arxiv.org/pdf/1502.03752v1,No journal ref found,none,cs.CL,Summary11367,1502.04174v1,2015-02-14T06:47:34Z,Probabilistic Models for High-Order Projective Dependency Parsing,"Xuezhe Ma, Hai Zhao",http://arxiv.org/pdf/1502.04174v1,No journal ref found,none,cs.CL,Summary11368,1502.04938v2,2015-02-17T15:59:09Z,A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena,"Arianna Bisazza, Marcello Federico",http://arxiv.org/pdf/1502.04938v2,"Computational Linguistics, Vol. 42, No. 2: 163-205, MIT Press (June 2016)",none,cs.CL,Summary11369,1502.07038v1,2015-02-25T03:27:38Z,Web-scale Surface and Syntactic n-gram Features for Dependency Parsing,"Dominick Ng, Mohit Bansal, James R. Curran",http://arxiv.org/pdf/1502.07038v1,No journal ref found,none,cs.CL,Summary11370,1502.07257v2,2015-02-25T17:15:56Z,Breaking Sticks and Ambiguities with Adaptive Skip-gram,"Sergey Bartunov, Dmitry Kondrashkin, Anton Osokin, Dmitry Vetrov",http://arxiv.org/pdf/1502.07257v2,No journal ref found,none,cs.CL,Summary11371,1502.07504v1,2015-02-26T11:09:59Z,Rational Kernels for Arabic Stemming and Text Classification,"Attia Nehar, Djelloul Ziadi, Hadda Cherroun",http://arxiv.org/pdf/1502.07504v1,No journal ref found,none,cs.CL,Summary11372,1502.07920v1,2015-02-27T14:55:15Z,Local Translation Prediction with Global Sentence Representation,Jiajun Zhang,http://arxiv.org/pdf/1502.07920v1,No journal ref found,none,cs.CL,Summary11373,1503.00030v1,2015-02-27T22:52:37Z,Parsing as Reduction,"Daniel Fernández-González, André F. T. Martins",http://arxiv.org/pdf/1503.00030v1,No journal ref found,none,cs.CL,Summary11374,1503.00095v3,2015-02-28T07:59:59Z,Task-Oriented Learning of Word Embeddings for Semantic Relation Classification,"Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1503.00095v3,No journal ref found,none,cs.CL,Summary11375,1503.00168v1,2015-02-28T19:46:50Z,The NLP Engine: A Universal Turing Machine for NLP,"Jiwei Li, Eduard Hovy",http://arxiv.org/pdf/1503.00168v1,No journal ref found,none,cs.CL,Summary11376,1503.01655v2,2015-03-05T15:08:21Z,Studying the Wikipedia Hyperlink Graph for Relatedness and Disambiguation,"Eneko Agirre, Ander Barrena, Aitor Soroa",http://arxiv.org/pdf/1503.01655v2,No journal ref found,none,cs.CL,Summary11377,1503.02335v1,2015-03-08T22:18:30Z,An Unsupervised Method for Uncovering Morphological Chains,"Karthik Narasimhan, Regina Barzilay, Tommi Jaakkola",http://arxiv.org/pdf/1503.02335v1,No journal ref found,none,cs.CL,Summary11378,1503.03535v2,2015-03-11T23:50:04Z,On Using Monolingual Corpora in Neural Machine Translation,"Caglar Gulcehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loic Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio",http://arxiv.org/pdf/1503.03535v2,No journal ref found,none,cs.CL,Summary11379,1503.03989v1,2015-03-13T09:03:21Z,An implementation of Apertium based Assamese morphological analyzer,"Mirzanur Rahman, Shikhar Kumar Sarma",http://arxiv.org/pdf/1503.03989v1,No journal ref found,none,cs.CL,Summary11380,1503.05034v2,2015-03-17T13:26:08Z,$gen$CNN: A Convolutional Architecture for Word Sequence Prediction,"Mingxuan Wang, Zhengdong Lu, Hang Li, Wenbin Jiang, Qun Liu",http://arxiv.org/pdf/1503.05034v2,No journal ref found,none,cs.CL,Summary11381,1503.05123v1,2015-03-17T17:04:27Z,Prediction Using Note Text: Synthetic Feature Creation with word2vec,"Manuel Amunategui, Tristan Markwell, Yelena Rozenfeld",http://arxiv.org/pdf/1503.05123v1,No journal ref found,none,cs.CL,Summary11382,1503.05626v1,2015-03-19T01:37:40Z,Phrase database Approach to structural and semantic disambiguation in English-Korean Machine Translation,Myong-Chol Pak,http://arxiv.org/pdf/1503.05626v1,No journal ref found,none,cs.CL,Summary11383,1503.05907v1,2015-03-19T19:45:24Z,Syntagma Lexical Database,Daniel Christen,http://arxiv.org/pdf/1503.05907v1,No journal ref found,none,cs.CL,Summary11384,1503.06151v1,2015-03-20T16:41:05Z,On measuring linguistic intelligence,Maxim Litvak,http://arxiv.org/pdf/1503.06151v1,No journal ref found,none,cs.CL,Summary11385,1503.06450v2,2015-03-22T18:05:08Z,Multilingual Open Relation Extraction Using Cross-lingual Projection,"Manaal Faruqui, Shankar Kumar",http://arxiv.org/pdf/1503.06450v2,No journal ref found,none,cs.CL,Summary11386,1503.06733v2,2015-03-23T17:20:54Z,Yara Parser: A Fast and Accurate Dependency Parser,"Mohammad Sadegh Rasooli, Joel Tetreault",http://arxiv.org/pdf/1503.06733v2,No journal ref found,none,cs.CL,Summary11387,1503.06760v1,2015-03-23T18:32:56Z,Unsupervised POS Induction with Word Embeddings,"Chu-Cheng Lin, Waleed Ammar, Chris Dyer, Lori Levin",http://arxiv.org/pdf/1503.06760v1,No journal ref found,none,cs.CL,Summary11388,1503.07283v1,2015-03-25T05:28:50Z,Morphological Analyzer and Generator for Russian and Ukrainian Languages,Mikhail Korobov,http://arxiv.org/pdf/1503.07283v1,No journal ref found,none,cs.CL,Summary11389,1503.07613v1,2015-03-26T04:02:26Z,Unsupervised authorship attribution,"David Fifield, Torbjørn Follan, Emil Lunde",http://arxiv.org/pdf/1503.07613v1,No journal ref found,none,cs.CL,Summary11390,1503.08167v2,2015-03-27T17:57:00Z,Normalization of Non-Standard Words in Croatian Texts,"Slobodan Beliga, Miran Pobar, Sanda Martinčić-Ipšić",http://arxiv.org/pdf/1503.08167v2,No journal ref found,none,cs.CL,Summary11391,1503.09144v1,2015-03-31T17:56:07Z,Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers,"António Lopes, David Martins de Matos, Vera Cabarrão, Ricardo Ribeiro, Helena Moniz, Isabel Trancoso, Ana Isabel Mata",http://arxiv.org/pdf/1503.09144v1,No journal ref found,none,cs.CL,Summary11392,1504.00548v4,2015-04-02T13:30:27Z,Learning to Understand Phrases by Embedding the Dictionary,"Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio",http://arxiv.org/pdf/1504.00548v4,No journal ref found,none,cs.CL,Summary11393,1504.01182v1,2015-04-06T01:18:24Z,Bengali to Assamese Statistical Machine Translation using Moses (Corpus Based),"Nayan Jyoti Kalita, Baharul Islam",http://arxiv.org/pdf/1504.01182v1,No journal ref found,none,cs.CL,Summary11394,1504.01427v1,2015-04-06T22:00:12Z,A Metric to Classify Style of Spoken Speech,"Sunil Kopparapu, Saurabh Bhatnagar, K. Sahana, Sathyanarayana, Akhilesh Srivastava, P. V. S. Rao",http://arxiv.org/pdf/1504.01427v1,No journal ref found,none,cs.CL,Summary11395,1504.01496v1,2015-04-07T07:02:38Z,Voice based self help System: User Experience Vs Accuracy,Sunil Kumar Kopparapu,http://arxiv.org/pdf/1504.01496v1,No journal ref found,none,cs.CL,Summary11396,1504.01683v4,2015-04-07T17:44:30Z,Jointly Embedding Relations and Mentions for Knowledge Population,"Miao Fan, Kai Cao, Yifan He, Ralph Grishman",http://arxiv.org/pdf/1504.01683v4,No journal ref found,none,cs.CL,Summary11397,1504.02162v2,2015-04-09T00:49:36Z,Concentric network symmetry grasps authors styles in word adjacency networks,"Diego R. Amancio, Filipi N. Silva, Luciano da F. Costa",http://arxiv.org/pdf/1504.02162v2,Europhys. Lett. 110 68001 (2015),none,cs.CL,Summary11398,1504.02490v1,2015-04-09T20:21:32Z,Leveraging Twitter for Low-Resource Conversational Speech Language Modeling,"Aaron Jaech, Mari Ostendorf",http://arxiv.org/pdf/1504.02490v1,No journal ref found,none,cs.CL,Summary11399,1504.04751v1,2015-04-18T18:34:19Z,A Knowledge-poor Pronoun Resolution System for Turkish,"Dilek Küçük, Meltem Turhan Yöndem",http://arxiv.org/pdf/1504.04751v1,No journal ref found,none,cs.CL,Summary11400,1504.05319v2,2015-04-21T06:58:26Z,"Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks","Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin",http://arxiv.org/pdf/1504.05319v2,No journal ref found,none,cs.CL,Summary11401,1504.06391v1,2015-04-24T04:45:55Z,On the Stability of Online Language Features: How Much Text do you Need to know a Person?,Eben M. Haber,http://arxiv.org/pdf/1504.06391v1,No journal ref found,none,cs.CL,Summary11402,1504.07678v1,2015-04-28T22:47:25Z,Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation,"Hongzhao Huang, Larry Heck, Heng Ji",http://arxiv.org/pdf/1504.07678v1,No journal ref found,none,cs.CL,Summary11403,1504.08102v1,2015-04-30T07:27:56Z,Detecting and ordering adjectival scalemates,Emiel van Miltenburg,http://arxiv.org/pdf/1504.08102v1,No journal ref found,none,cs.CL,Summary11404,1504.08183v1,2015-04-30T12:03:10Z,"Texts in, meaning out: neural language models in semantic similarity task for Russian","Andrey Kutuzov, Igor Andreev",http://arxiv.org/pdf/1504.08183v1,No journal ref found,none,cs.CL,Summary11405,1506.00037v1,2015-05-29T21:51:04Z,Using Syntactic Features for Phishing Detection,"Gilchan Park, Julia M. Taylor",http://arxiv.org/pdf/1506.00037v1,No journal ref found,none,cs.CL,Summary11406,1506.00196v3,2015-05-31T05:14:06Z,Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion,"Kaisheng Yao, Geoffrey Zweig",http://arxiv.org/pdf/1506.00196v3,No journal ref found,none,cs.CL,Summary11407,1506.00275v2,2015-05-31T19:21:26Z,Diversity in Spectral Learning for Natural Language Parsing,"Shashi Narayan, Shay B. Cohen",http://arxiv.org/pdf/1506.00275v2,No journal ref found,none,cs.CL,Summary11408,1506.00379v2,2015-06-01T08:22:49Z,Modeling Relation Paths for Representation Learning of Knowledge Bases,"Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao, Song Liu",http://arxiv.org/pdf/1506.00379v2,No journal ref found,none,cs.CL,Summary11409,1506.00406v3,2015-06-01T09:36:23Z,Monolingually Derived Phrase Scores for Phrase Based SMT Using Neural Networks Vector Representations,"Amir Pouya Aghasadeghi, Mohadeseh Bastan",http://arxiv.org/pdf/1506.00406v3,No journal ref found,none,cs.CL,Summary11410,1506.00528v1,2015-06-01T15:21:00Z,Medical Synonym Extraction with Concept Space Models,"Chang Wang, Liangliang Cao, Bowen Zhou",http://arxiv.org/pdf/1506.00528v1,No journal ref found,none,cs.CL,Summary11411,1506.00698v1,2015-06-01T22:52:36Z,Statistical Machine Translation Features with Multitask Tensor Networks,"Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, Thomas Lamar, Rabih Zbib, Richard Schwartz, John Makhoul",http://arxiv.org/pdf/1506.00698v1,No journal ref found,none,cs.CL,Summary11412,1506.00839v2,2015-06-02T11:12:19Z,The Influence of Context on Dialogue Act Recognition,"Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos",http://arxiv.org/pdf/1506.00839v2,No journal ref found,none,cs.CL,Summary11413,1506.01057v2,2015-06-02T20:53:53Z,A Hierarchical Neural Autoencoder for Paragraphs and Documents,"Jiwei Li, Minh-Thang Luong, Dan Jurafsky",http://arxiv.org/pdf/1506.01057v2,No journal ref found,none,cs.CL,Summary11414,1506.01066v2,2015-06-02T21:17:31Z,Visualizing and Understanding Neural Models in NLP,"Jiwei Li, Xinlei Chen, Eduard Hovy, Dan Jurafsky",http://arxiv.org/pdf/1506.01066v2,No journal ref found,none,cs.CL,Summary11415,1506.01070v3,2015-06-02T21:30:21Z,Do Multi-Sense Embeddings Improve Natural Language Understanding?,"Jiwei Li, Dan Jurafsky",http://arxiv.org/pdf/1506.01070v3,No journal ref found,none,cs.CL,Summary11416,1506.01171v1,2015-06-03T09:18:05Z,A Hybrid Model for Enhancing Lexical Statistical Machine Translation (SMT),"Ahmed G. M. ElSayed, Ahmed S. Salama, Alaa El-Din M. El-Ghazali",http://arxiv.org/pdf/1506.01171v1,"International Journal of Computer Science Issues Volume 12, Issue 2, March 2015",none,cs.CL,Summary11417,1506.01906v1,2015-06-05T13:29:33Z,Idioms-Proverbs Lexicon for Modern Standard Arabic and Colloquial Sentiment Analysis,"Hossam S. Ibrahim, Sherif M. Abdou, Mervat Gheith",http://arxiv.org/pdf/1506.01906v1,"International Journal of Computer Applications 118(11):26-31, May 2015",none,cs.CL,Summary11418,1506.01914v1,2015-06-05T13:48:56Z,Content Translation: Computer-assisted translation tool for Wikipedia articles,"Niklas Laxström, Pau Giner, Santhosh Thottingal",http://arxiv.org/pdf/1506.01914v1,No journal ref found,none,cs.CL,Summary11419,1506.02004v1,2015-06-05T18:20:43Z,Sparse Overcomplete Word Vector Representations,"Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, Chris Dyer, Noah Smith",http://arxiv.org/pdf/1506.02004v1,No journal ref found,none,cs.CL,Summary11420,1506.02275v2,2015-06-07T15:29:26Z,Confounds and Consequences in Geotagged Twitter Data,"Umashanthi Pavalanathan, Jacob Eisenstein",http://arxiv.org/pdf/1506.02275v2,No journal ref found,none,cs.CL,Summary11421,1506.02306v2,2015-06-07T19:54:00Z,"SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature",Shibamouli Lahiri,http://arxiv.org/pdf/1506.02306v2,No journal ref found,none,cs.CL,Summary11422,1506.02338v3,2015-06-08T02:21:46Z,Modeling Order in Neural Word Embeddings at Scale,"Andrew Trask, David Gilmore, Matthew Russell",http://arxiv.org/pdf/1506.02338v3,No journal ref found,none,cs.CL,Summary11423,1506.02739v3,2015-06-09T00:58:51Z,Connotation Frames: A Data-Driven Investigation,"Hannah Rashkin, Sameer Singh, Yejin Choi",http://arxiv.org/pdf/1506.02739v3,No journal ref found,none,cs.CL,Summary11424,1506.03139v1,2015-06-10T00:40:12Z,Robust Subgraph Generation Improves Abstract Meaning Representation Parsing,"Keenon Werling, Gabor Angeli, Christopher Manning",http://arxiv.org/pdf/1506.03139v1,No journal ref found,none,cs.CL,Summary11425,1506.03229v3,2015-06-10T09:25:59Z,A cognitive neural architecture able to learn and communicate through natural language,"Bruno Golosio, Angelo Cangelosi, Olesya Gamotina, Giovanni Luca Masala",http://arxiv.org/pdf/1506.03229v3,PLoS ONE 10 (2015) e0140866,none,cs.CL,Summary11426,1506.03257v1,2015-06-10T11:28:31Z,Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering,"Borja Navarro-Colorado, Estela Saquete",http://arxiv.org/pdf/1506.03257v1,Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) http://www.aclweb.org/anthology/S/S15/,none,cs.CL,Summary11427,1506.03487v2,2015-06-10T21:29:28Z,From Paraphrase Database to Compositional Paraphrase Model and Back,"John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, Dan Roth",http://arxiv.org/pdf/1506.03487v2,TACL Vol 3 (2015) pg 345-358,none,cs.CL,Summary11428,1506.03694v2,2015-06-11T14:45:49Z,Learning language through pictures,"Grzegorz Chrupała, Ákos Kádár, Afra Alishahi",http://arxiv.org/pdf/1506.03694v2,No journal ref found,none,cs.CL,Summary11429,1506.04228v1,2015-06-13T05:47:50Z,A Publicly Available Cross-Platform Lemmatizer for Bulgarian,"Grigor Iliev, Nadezhda Borisova, Elena Karashtranova, Dafina Kostadinova",http://arxiv.org/pdf/1506.04228v1,No journal ref found,none,cs.CL,Summary11430,1506.04229v1,2015-06-13T05:53:57Z,Evaluation of the Accuracy of the BGLemmatizer,"Elena Karashtranova, Grigor Iliev, Nadezhda Borisova, Yana Chankova, Irena Atanasova",http://arxiv.org/pdf/1506.04229v1,No journal ref found,none,cs.CL,Summary11431,1506.04334v2,2015-06-13T23:39:09Z,A Bayesian Model for Generative Transition-based Dependency Parsing,"Jan Buys, Phil Blunsom",http://arxiv.org/pdf/1506.04334v2,No journal ref found,none,cs.CL,Summary11432,1506.04897v1,2015-06-16T09:54:27Z,Parsing Natural Language Sentences by Semi-supervised Methods,Rudolf Rosa,http://arxiv.org/pdf/1506.04897v1,No journal ref found,none,cs.CL,Summary11433,1506.04940v1,2015-06-16T12:31:43Z,Recognize Foreign Low-Frequency Words with Similar Pairs,"Xi Ma, Xiaoxi Wang, Dong Wang, Zhiyong Zhang",http://arxiv.org/pdf/1506.04940v1,No journal ref found,none,cs.CL,Summary11434,1506.05230v1,2015-06-17T07:40:14Z,Non-distributional Word Vector Representations,"Manaal Faruqui, Chris Dyer",http://arxiv.org/pdf/1506.05230v1,No journal ref found,none,cs.CL,Summary11435,1506.05676v1,2015-06-17T19:55:13Z,Pragmatic Side Effects,"Jiri Marsik, Maxime Amblard",http://arxiv.org/pdf/1506.05676v1,No journal ref found,none,cs.CL,Summary11436,1506.05702v2,2015-06-18T14:46:15Z,Comparing the writing style of real and artificial papers,Diego R. Amancio,http://arxiv.org/pdf/1506.05702v2,"Scientometrics 105 (3), (2015) pp. 1763-1779",none,cs.CL,Summary11437,1506.05703v1,2015-06-18T14:46:44Z,"""The Sum of Its Parts"": Joint Learning of Word and Phrase Representations with Autoencoders","Rémi Lebret, Ronan Collobert",http://arxiv.org/pdf/1506.05703v1,No journal ref found,none,cs.CL,Summary11438,1506.05869v3,2015-06-19T02:52:23Z,A Neural Conversational Model,"Oriol Vinyals, Quoc Le",http://arxiv.org/pdf/1506.05869v3,No journal ref found,none,cs.CL,Summary11439,1506.06158v1,2015-06-19T21:05:01Z,Structured Training for Neural Network Transition-Based Parsing,"David Weiss, Chris Alberti, Michael Collins, Slav Petrov",http://arxiv.org/pdf/1506.06158v1,No journal ref found,none,cs.CL,Summary11440,1506.06863v2,2015-06-23T05:24:53Z,deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets,"Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan",http://arxiv.org/pdf/1506.06863v2,No journal ref found,none,cs.CL,Summary11441,1506.06904v1,2015-06-23T08:26:50Z,New Approach to translation of Isolated Units in English-Korean Machine Translation,"Kim Song Jon, An Hae Gum",http://arxiv.org/pdf/1506.06904v1,No journal ref found,none,cs.CL,Summary11442,1506.08052v3,2015-06-26T13:17:31Z,Automagically encoding Adverse Drug Reactions in MedDRA,"Carlo Combi, Riccardo Lora, Ugo Moretti, Marco Pagliarini, Margherita Zorzi",http://arxiv.org/pdf/1506.08052v3,No journal ref found,none,cs.CL,Summary11443,1506.09107v2,2015-06-30T14:32:30Z,A complex network approach to stylometry,Diego R. Amancio,http://arxiv.org/pdf/1506.09107v2,"PLoS ONE 10(8): e0136076, 2015",none,cs.CL,Summary11444,1507.00133v1,2015-07-01T07:29:12Z,Prior Polarity Lexical Resources for the Italian Language,"Valeria Borzì, Simone Faro, Arianna Pavone, Sabrina Sansone",http://arxiv.org/pdf/1507.00133v1,No journal ref found,none,cs.CL,Summary11445,1507.00639v1,2015-07-02T15:58:25Z,"Simple, Fast Semantic Parsing with a Tensor Kernel",Daoud Clarke,http://arxiv.org/pdf/1507.00639v1,No journal ref found,none,cs.CL,Summary11446,1507.01127v1,2015-07-04T16:59:30Z,AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes,"Sascha Rothe, Hinrich Schütze",http://arxiv.org/pdf/1507.01127v1,No journal ref found,none,cs.CL,Summary11447,1507.01529v1,2015-07-06T16:32:52Z,Correspondence Factor Analysis of Big Data Sets: A Case Study of 30 Million Words; and Contrasting Analytics using Apache Solr and Correspondence Analysis in R,Fionn Murtagh,http://arxiv.org/pdf/1507.01529v1,No journal ref found,none,cs.CL,Summary11448,1507.01636v1,2015-07-06T22:25:55Z,Reflections on Sentiment/Opinion Analysis,"Jiwei Li, Eduard Hovy",http://arxiv.org/pdf/1507.01636v1,No journal ref found,none,cs.CL,Summary11449,1507.01701v1,2015-07-07T08:23:31Z,A Survey and Classification of Controlled Natural Languages,Tobias Kuhn,http://arxiv.org/pdf/1507.01701v1,"Computational Linguistics, March 2014, Vol. 40, No. 1, pages 121-170",none,cs.CL,Summary11450,1507.02012v1,2015-07-08T03:50:47Z,Hindi to English Transfer Based Machine Translation System,"Akanksha Gehlot, Vaishali Sharma, Shashi Pal Singh, Ajai Kumar",http://arxiv.org/pdf/1507.02012v1,No journal ref found,none,cs.CL,Summary11451,1507.02045v2,2015-07-08T06:52:50Z,What Your Username Says About You,"Aaron Jaech, Mari Ostendorf",http://arxiv.org/pdf/1507.02045v2,No journal ref found,none,cs.CL,Summary11452,1507.02062v1,2015-07-08T08:26:23Z,Multi-Document Summarization via Discriminative Summary Reranking,"Xiaojun Wan, Ziqiang Cao, Furu Wei, Sujian Li, Ming Zhou",http://arxiv.org/pdf/1507.02062v1,No journal ref found,none,cs.CL,Summary11453,1507.02145v2,2015-07-08T13:27:43Z,Learning to Mine Chinese Coordinate Terms Using the Web,"Xiaojiang Huang, Xiaojun Wan, Jianguo Xiao",http://arxiv.org/pdf/1507.02145v2,No journal ref found,none,cs.CL,Summary11454,1507.02628v1,2015-07-09T18:11:03Z,FAQ-based Question Answering via Word Alignment,"Zhiguo Wang, Abraham Ittycheriah",http://arxiv.org/pdf/1507.02628v1,No journal ref found,none,cs.CL,Summary11455,1507.03223v1,2015-07-12T12:14:19Z,Classifier-Based Text Simplification for Improved Machine Translation,"Shruti Tyagi, Deepti Chopra, Iti Mathur, Nisheeth Joshi",http://arxiv.org/pdf/1507.03223v1,No journal ref found,none,cs.CL,Summary11456,1507.03462v1,2015-07-13T14:00:22Z,Supervised Hierarchical Classification for Student Answer Scoring,"Itziar Aldabe, Oier Lopez de Lacalle, Iñigo Lopez-Gazpio, Montse Maritxalar",http://arxiv.org/pdf/1507.03462v1,No journal ref found,none,cs.CL,Summary11457,1507.03471v1,2015-07-13T14:27:16Z,Incremental LSTM-based Dialog State Tracker,"Lukas Zilka, Filip Jurcicek",http://arxiv.org/pdf/1507.03471v1,No journal ref found,none,cs.CL,Summary11458,1507.03934v2,2015-07-14T17:18:30Z,Recurrent Polynomial Network for Dialogue State Tracking,"Kai Sun, Qizhe Xie, Kai Yu",http://arxiv.org/pdf/1507.03934v2,No journal ref found,none,cs.CL,Summary11459,1507.04214v1,2015-07-15T13:40:28Z,Associative Measures and Multi-word Unit Extraction in Turkish,Umit Mersinli,http://arxiv.org/pdf/1507.04214v1,Associative Measures and Multi-word Unit Extraction in Turkish. Dil ve Edebiyat Dergisi. 12(1). 43-61,none,cs.CL,Summary11460,1507.05523v1,2015-07-20T15:07:53Z,How to Generate a Good Word Embedding?,"Siwei Lai, Kang Liu, Liheng Xu, Jun Zhao",http://arxiv.org/pdf/1507.05523v1,No journal ref found,none,cs.CL,Summary11461,1507.05630v1,2015-07-20T20:01:44Z,Notes About a More Aware Dependency Parser,Matteo Grella,http://arxiv.org/pdf/1507.05630v1,No journal ref found,none,cs.CL,Summary11462,1507.06073v2,2015-07-22T06:54:09Z,Discriminative Segmental Cascades for Feature-Rich Phone Recognition,"Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1507.06073v2,No journal ref found,none,cs.CL,Summary11463,1507.07636v1,2015-07-28T03:51:43Z,Reasoning about Linguistic Regularities in Word Embeddings using Matrix Manifolds,"Sridhar Mahadevan, Sarath Chandar",http://arxiv.org/pdf/1507.07636v1,No journal ref found,none,cs.CL,Summary11464,1507.07826v1,2015-07-28T15:59:39Z,Classifying informative and imaginative prose using complex networks,"Henrique F. de Arruda, Luciano da F. Costa, Diego R. Amancio",http://arxiv.org/pdf/1507.07826v1,Europhysics Letters (EPL) 113 (2016) 28007,none,cs.CL,Summary11465,1507.08449v2,2015-07-30T10:53:11Z,"One model, two languages: training bilingual parsers with harmonized treebanks","David Vilares, Carlos Gómez-Rodríguez, Miguel A. Alonso",http://arxiv.org/pdf/1507.08449v2,No journal ref found,none,cs.CL,Summary11466,1507.08452v3,2015-07-30T11:05:01Z,Unsupervised Sentence Simplification Using Deep Semantics,"Shashi Narayan, Claire Gardent",http://arxiv.org/pdf/1507.08452v3,No journal ref found,none,cs.CL,Summary11467,1507.08539v1,2015-07-30T15:11:00Z,Multilayer Network of Language: a Unified Framework for Structural Analysis of Linguistic Subsystems,"Domagoj Margan, Ana Meštrović, Sanda Martinčić-Ipšić",http://arxiv.org/pdf/1507.08539v1,No journal ref found,none,cs.CL,Summary11468,1508.00106v5,2015-08-01T10:24:27Z,Separated by an Un-common Language: Towards Judgment Language Informed Vector Space Modeling,"Ira Leviant, Roi Reichart",http://arxiv.org/pdf/1508.00106v5,No journal ref found,none,cs.CL,Summary11469,1508.00305v1,2015-08-03T02:53:01Z,Compositional Semantic Parsing on Semi-Structured Tables,"Panupong Pasupat, Percy Liang",http://arxiv.org/pdf/1508.00305v1,No journal ref found,none,cs.CL,Summary11470,1508.00657v2,2015-08-04T04:36:36Z,Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs,"Miguel Ballesteros, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1508.00657v2,No journal ref found,none,cs.CL,Summary11471,1508.01346v1,2015-08-06T10:15:51Z,Word sense disambiguation: a survey,"Alok Ranjan Pal, Diganta Saha",http://arxiv.org/pdf/1508.01346v1,No journal ref found,none,cs.CL,Summary11472,1508.01349v1,2015-08-06T10:26:40Z,Automatic classification of bengali sentences based on sense definitions present in bengali wordnet,"Alok Ranjan Pal, Diganta Saha, Niladri Sekhar Dash",http://arxiv.org/pdf/1508.01349v1,No journal ref found,none,cs.CL,Summary11473,1508.01476v1,2015-08-06T18:02:54Z,Hyponymy extraction of domain ontology concept based on ccrfs and hierarchy clustering,"Qiang Zhan, Chunhong Wang",http://arxiv.org/pdf/1508.01476v1,No journal ref found,none,cs.CL,Summary11474,1508.01718v1,2015-08-07T15:06:13Z,Study of Phonemes Confusions in Hierarchical Automatic Phoneme Recognition System,"Rimah Amami, Noureddine Ellouze",http://arxiv.org/pdf/1508.01718v1,No journal ref found,none,cs.CL,Summary11475,1508.01745v2,2015-08-07T16:16:44Z,Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems,"Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve Young",http://arxiv.org/pdf/1508.01745v2,No journal ref found,none,cs.CL,Summary11476,1508.01755v1,2015-08-07T16:34:11Z,Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking,"Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve Young",http://arxiv.org/pdf/1508.01755v1,No journal ref found,none,cs.CL,Summary11477,1508.01991v1,2015-08-09T06:32:47Z,Bidirectional LSTM-CRF Models for Sequence Tagging,"Zhiheng Huang, Wei Xu, Kai Yu",http://arxiv.org/pdf/1508.01991v1,No journal ref found,none,cs.CL,Summary11478,1508.01996v2,2015-08-09T07:55:51Z,An Automatic Machine Translation Evaluation Metric Based on Dependency Parsing Model,"Hui Yu, Xiaofeng Wu, Wenbin Jiang, Qun Liu, ShouXun Lin",http://arxiv.org/pdf/1508.01996v2,No journal ref found,none,cs.CL,Summary11479,1508.02060v1,2015-04-13T15:56:00Z,Egyptian Dialect Stopword List Generation from Social Network Data,"Walaa Medhat, Ahmed H. Yousef, Hoda Korashy",http://arxiv.org/pdf/1508.02060v1,No journal ref found,none,cs.CL,Summary11480,1508.02096v2,2015-08-09T23:41:38Z,Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation,"Wang Ling, Tiago Luís, Luís Marujo, Ramón Fernandez Astudillo, Silvio Amir, Chris Dyer, Alan W. Black, Isabel Trancoso",http://arxiv.org/pdf/1508.02096v2,No journal ref found,none,cs.CL,Summary11481,1508.02142v1,2015-08-10T07:02:49Z,Feature-based Decipherment for Large Vocabulary Machine Translation,"Iftekhar Naim, Daniel Gildea",http://arxiv.org/pdf/1508.02142v1,No journal ref found,none,cs.CL,Summary11482,1508.02225v2,2015-08-10T12:46:52Z,Improve the Evaluation of Fluency Using Entropy for Machine Translation Evaluation Metrics,"Hui Yu, Xiaofeng Wu, Wenbin Jiang, Qun Liu, Shouxun Lin",http://arxiv.org/pdf/1508.02225v2,No journal ref found,none,cs.CL,Summary11483,1508.02285v1,2015-08-10T15:29:22Z,Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages,"Nut Limsopatham, Nigel Collier",http://arxiv.org/pdf/1508.02285v1,No journal ref found,none,cs.CL,Summary11484,1508.02297v1,2015-08-10T15:52:49Z,Measuring Word Significance using Distributed Representations of Words,"Adriaan M. J. Schakel, Benjamin J. Wilson",http://arxiv.org/pdf/1508.02297v1,No journal ref found,none,cs.CL,Summary11485,1508.02445v1,2015-08-10T22:24:36Z,Removing Biases from Trainable MT Metrics by Using Self-Training,Miloš Stanojević,http://arxiv.org/pdf/1508.02445v1,No journal ref found,none,cs.CL,Summary11486,1508.03040v6,2015-08-12T09:04:01Z,Syntax Evolution: Problems and Recursion,Ramón Casares,http://arxiv.org/pdf/1508.03040v6,No journal ref found,none,cs.CL,Summary11487,1508.04025v5,2015-08-17T13:43:19Z,Effective Approaches to Attention-based Neural Machine Translation,"Minh-Thang Luong, Hieu Pham, Christopher D. Manning",http://arxiv.org/pdf/1508.04025v5,No journal ref found,none,cs.CL,Summary11488,1508.04257v2,2015-08-18T09:29:22Z,Learning Meta-Embeddings by Using Ensembles of Embedding Sets,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1508.04257v2,No journal ref found,none,cs.CL,Summary11489,1508.04271v1,2015-08-18T10:29:10Z,Probabilistic Modelling of Morphologically Rich Languages,Jan A. Botha,http://arxiv.org/pdf/1508.04271v1,No journal ref found,none,cs.CL,Summary11490,1508.04515v1,2015-08-19T03:26:05Z,Exploring Metaphorical Senses and Word Representations for Identifying Metonyms,"Wei Zhang, Judith Gelernter",http://arxiv.org/pdf/1508.04515v1,No journal ref found,none,cs.CL,Summary11491,1508.05051v1,2015-08-20T17:21:50Z,Auto-Sizing Neural Networks: With Applications to n-gram Language Models,"Kenton Murray, David Chiang",http://arxiv.org/pdf/1508.05051v1,No journal ref found,none,cs.CL,Summary11492,1508.05154v2,2015-08-21T00:25:51Z,Posterior calibration and exploratory analysis for natural language processing models,"Khanh Nguyen, Brendan OConnor",http://arxiv.org/pdf/1508.05154v2,No journal ref found,none,cs.CL,Summary11493,1508.05326v1,2015-08-21T16:17:01Z,A large annotated corpus for learning natural language inference,"Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning",http://arxiv.org/pdf/1508.05326v1,No journal ref found,none,cs.CL,Summary11494,1508.06044v1,2015-08-25T06:34:00Z,Visualizing NLP annotations for Crowdsourcing,"Hanchuan Li, Haichen Shen, Shengliang Xu, Congle Zhang",http://arxiv.org/pdf/1508.06044v1,No journal ref found,none,cs.CL,Summary11495,1508.06491v1,2015-08-26T13:44:54Z,Alignment-based compositional semantics for instruction following,"Jacob Andreas, Dan Klein",http://arxiv.org/pdf/1508.06491v1,No journal ref found,none,cs.CL,Summary11496,1508.06669v1,2015-08-26T21:25:25Z,Component-Enhanced Chinese Character Embeddings,"Yanran Li, Wenjie Li, Fei Sun, Sujian Li",http://arxiv.org/pdf/1508.06669v1,No journal ref found,none,cs.CL,Summary11497,1508.07544v2,2015-08-30T08:39:02Z,Computational Sociolinguistics: A Survey,"Dong Nguyen, A. Seza Doğruöz, Carolyn P. Rosé, Franciska de Jong",http://arxiv.org/pdf/1508.07544v2,No journal ref found,none,cs.CL,Summary11498,1508.07555v1,2015-08-30T11:22:38Z,An Event Network for Exploring Open Information,Yanping Chen,http://arxiv.org/pdf/1508.07555v1,No journal ref found,none,cs.CL,Summary11499,1508.07909v5,2015-08-31T16:37:31Z,Neural Machine Translation of Rare Words with Subword Units,"Rico Sennrich, Barry Haddow, Alexandra Birch",http://arxiv.org/pdf/1508.07909v5,No journal ref found,none,cs.CL,Summary11500,1509.00705v1,2015-09-02T13:54:57Z,Analysis of Communication Pattern with Scammers in Enron Corpus,Dinesh Balaji Sashikanth,http://arxiv.org/pdf/1509.00705v1,No journal ref found,none,cs.CL,Summary11501,1509.00963v1,2015-09-03T07:23:10Z,On TimeML-Compliant Temporal Expression Extraction in Turkish,"Dilek Küçük, Doğan Küçük",http://arxiv.org/pdf/1509.00963v1,No journal ref found,none,cs.CL,Summary11502,1509.01007v3,2015-09-03T09:39:36Z,Encoding Prior Knowledge with Eigenword Embeddings,"Dominique Osborne, Shashi Narayan, Shay B. Cohen",http://arxiv.org/pdf/1509.01007v3,No journal ref found,none,cs.CL,Summary11503,1509.01310v1,2015-09-03T23:57:46Z,The influence of Chunking on Dependency Crossing and Distance,"Qian Lu, Chunshan Xu, Haitao Liu",http://arxiv.org/pdf/1509.01310v1,No journal ref found,none,cs.CL,Summary11504,1509.01692v4,2015-09-05T11:23:44Z,"Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning","Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin",http://arxiv.org/pdf/1509.01692v4,No journal ref found,none,cs.CL,Summary11505,1509.01722v1,2015-09-05T17:52:16Z,"A commentary on ""The now-or-never bottleneck: a fundamental constraint on language"", by Christiansen and Chater (2015)",Ramon Ferrer-i-Cancho,http://arxiv.org/pdf/1509.01722v1,No journal ref found,none,cs.CL,Summary11506,1509.01899v2,2015-09-07T04:40:14Z,Integrate Document Ranking Information into Confidence Measure Calculation for Spoken Term Detection,"Quan Liu, Wu Guo, Zhen-Hua Ling",http://arxiv.org/pdf/1509.01899v2,No journal ref found,none,cs.CL,Summary11507,1509.01938v1,2015-09-07T07:54:17Z,Exploiting Out-of-Domain Data Sources for Dialectal Arabic Statistical Machine Translation,"Katrin Kirchhoff, Bing Zhao, Wen Wang",http://arxiv.org/pdf/1509.01938v1,No journal ref found,none,cs.CL,Summary11508,1509.02208v1,2015-09-07T22:23:01Z,Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization,"Cheng-Tao Chung, Chun-an Chan, Lin-shan Lee",http://arxiv.org/pdf/1509.02208v1,No journal ref found,none,cs.CL,Summary11509,1509.02213v1,2015-09-07T22:40:31Z,Unsupervised Spoken Term Detection with Spoken Queries by Multi-level Acoustic Patterns with Varying Model Granularity,"Cheng-Tao Chung, Chun-an Chan, Lin-shan Lee",http://arxiv.org/pdf/1509.02213v1,No journal ref found,none,cs.CL,Summary11510,1509.02217v1,2015-09-07T22:56:49Z,Enhancing Automatically Discovered Multi-level Acoustic Patterns Considering Context Consistency With Applications in Spoken Term Detection,"Cheng-Tao Chung, Wei-Ning Hsu, Cheng-Yi Lee, Lin-Shan Lee",http://arxiv.org/pdf/1509.02217v1,No journal ref found,none,cs.CL,Summary11511,1509.02301v3,2015-09-08T09:43:13Z,Probabilistic Bag-Of-Hyperlinks Model for Entity Linking,"Octavian-Eugen Ganea, Marina Ganea, Aurelien Lucchi, Carsten Eickhoff, Thomas Hofmann",http://arxiv.org/pdf/1509.02301v3,No journal ref found,none,cs.CL,Summary11512,1509.02412v1,2015-09-08T15:29:23Z,Unsupervised Domain Discovery using Latent Dirichlet Allocation for Acoustic Modelling in Speech Recognition,"Mortaza Doulaty, Oscar Saz, Thomas Hain",http://arxiv.org/pdf/1509.02412v1,"16th Interspeech.Proc. (2015) 3640-3644, Dresden, Germany",none,cs.CL,Summary11513,1509.03208v1,2015-07-14T02:47:40Z,Towards Understanding Egyptian Arabic Dialogues,"Abdelrahim A Elmadany, Sherif M Abdou, Mervat Gheith",http://arxiv.org/pdf/1509.03208v1,"International Journal of Computer Applications 120(220, PP 7-12, June 2015",none,cs.CL,Summary11514,1509.03488v2,2015-09-11T13:05:15Z,Verbs Taking Clausal and Non-Finite Arguments as Signals of Modality - Revisiting the Issue of Meaning Grounded in Syntax,Judith Eckle-Kohler,http://arxiv.org/pdf/1509.03488v2,No journal ref found,none,cs.CL,Summary11515,1509.03611v2,2015-09-11T19:07:49Z,A Parallel Corpus of Translationese,"Ella Rabinovich, Shuly Wintner, Ofek Luis Lewinsohn",http://arxiv.org/pdf/1509.03611v2,No journal ref found,none,cs.CL,Summary11516,1509.03739v1,2015-09-12T12:59:05Z,Improving distant supervision using inference learning,"Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson",http://arxiv.org/pdf/1509.03739v1,No journal ref found,none,cs.CL,Summary11517,1509.03870v1,2015-09-13T16:58:41Z,The USFD Spoken Language Translation System for IWSLT 2014,"Raymond W. M. Ng, Mortaza Doulaty, Rama Doddipatla, Wilker Aziz, Kashif Shah, Oscar Saz, Madina Hasan, Ghada AlHarbi, Lucia Specia, Thomas Hain",http://arxiv.org/pdf/1509.03870v1,"Proc. of 11th International Workshop on Spoken Language Translation (SLT 2014) 86-91, Lake Tahoe, USA, December 4th and 5th, 2014",none,cs.CL,Summary11518,1509.04385v1,2015-09-12T06:07:16Z,Kannada named entity recognition and classification (nerc) based on multinomial naïve bayes (mnb) classifier,"S. Amarappa, S. V. Sathyanarayana",http://arxiv.org/pdf/1509.04385v1,No journal ref found,none,cs.CL,Summary11519,1509.04393v1,2015-09-15T04:29:50Z,Dependency length minimization: Puzzles and Promises,"Haitao Liu, Chunshan Xu, Junying Liang",http://arxiv.org/pdf/1509.04393v1,"Glottometrics 2016, 33: 35 - 38",none,cs.CL,Summary11520,1509.04473v1,2015-09-15T10:03:35Z,Splitting Compounds by Semantic Analogy,"Joachim Daiber, Lautaro Quiroz, Roger Wechsler, Stella Frank",http://arxiv.org/pdf/1509.04473v1,"Proceedings of the 1st Deep Machine Translation Workshop. Prague, Czech Republic. 2015",none,cs.CL,Summary11521,1509.05488v4,2015-09-18T02:30:17Z,TransG : A Generative Mixture Model for Knowledge Graph Embedding,"Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu",http://arxiv.org/pdf/1509.05488v4,No journal ref found,none,cs.CL,Summary11522,1509.05490v2,2015-09-18T02:40:07Z,TransA: An Adaptive Approach for Knowledge Graph Embedding,"Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu",http://arxiv.org/pdf/1509.05490v2,No journal ref found,none,cs.CL,Summary11523,1509.05517v1,2015-09-18T06:56:38Z,A Light Sliding-Window Part-of-Speech Tagger for the Apertium Free/Open-Source Machine Translation Platform,"Gang Chen, Mikel L. Forcada",http://arxiv.org/pdf/1509.05517v1,No journal ref found,none,cs.CL,Summary11524,1509.06053v1,2015-09-20T21:01:51Z,Early text classification: a Naive solution,"Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Marcelo Luis Errecalde",http://arxiv.org/pdf/1509.06053v1,No journal ref found,none,cs.CL,Summary11525,1509.06928v2,2015-09-23T11:41:10Z,Automatic Dialect Detection in Arabic Broadcast Speech,"Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James Glass, Peter Bell, Steve Renals",http://arxiv.org/pdf/1509.06928v2,No journal ref found,none,cs.CL,Summary11526,1509.06937v1,2015-09-23T12:09:07Z,Fully automatic multi-language translation with a catalogue of phrases - successful employment for the Swiss avalanche bulletin,"Kurt Winkler, Tobias Kuhn",http://arxiv.org/pdf/1509.06937v1,No journal ref found,none,cs.CL,Summary11527,1509.07308v2,2015-09-24T11:00:04Z,Bilingual Distributed Word Representations from Document-Aligned Comparable Data,"Ivan Vulić, Marie-Francine Moens",http://arxiv.org/pdf/1509.07308v2,No journal ref found,none,cs.CL,Summary11528,1509.07513v1,2015-09-24T20:10:27Z,Description of the Odin Event Extraction Framework and Rule Language,"Marco A. Valenzuela-Escárcega, Gus Hahn-Powell, Mihai Surdeanu",http://arxiv.org/pdf/1509.07513v1,No journal ref found,none,cs.CL,Summary11529,1509.07612v1,2015-09-25T07:55:26Z,Sentiment Uncertainty and Spam in Twitter Streams and Its Implications for General Purpose Realtime Sentiment Analysis,"Nils Haldenwang, Oliver Vornberger",http://arxiv.org/pdf/1509.07612v1,No journal ref found,none,cs.CL,Summary11530,1509.07761v2,2015-09-25T15:41:13Z,Sentiment of Emojis,"Petra Kralj Novak, Jasmina Smailović, Borut Sluban, Igor Mozetič",http://arxiv.org/pdf/1509.07761v2,"PLoS ONE 10(12): e0144296, 2015",none,cs.CL,Summary11531,1509.08842v1,2015-09-29T16:46:52Z,Automatically Segmenting Oral History Transcripts,Ryan Shaw,http://arxiv.org/pdf/1509.08842v1,No journal ref found,none,cs.CL,Summary11532,1509.08874v1,2015-09-29T18:17:22Z,Polish - English Speech Statistical Machine Translation Systems for the IWSLT 2014,"Krzysztof Wołk, Krzysztof Marasek",http://arxiv.org/pdf/1509.08874v1,No journal ref found,none,cs.CL,Summary11533,1509.09121v1,2015-09-30T10:59:24Z,"The ""handedness"" of language: Directional symmetry breaking of sign usage in words","Md Izhar Ashraf, Sitabhra Sinha",http://arxiv.org/pdf/1509.09121v1,No journal ref found,none,cs.CL,Summary11534,1510.00240v1,2015-10-01T14:01:32Z,Determination of the Internet Anonymity Influence on the Level of Aggression and Usage of Obscene Lexis,"Rodmonga Potapova, Denis Gordeev",http://arxiv.org/pdf/1510.00240v1,No journal ref found,none,cs.CL,Summary11535,1510.00436v1,2015-10-01T22:09:34Z,"Response to Liu, Xu, and Liang (2015) and Ferrer-i-Cancho and Gómez-Rodríguez (2015) on Dependency Length Minimization","Richard Futrell, Kyle Mahowald, Edward Gibson",http://arxiv.org/pdf/1510.00436v1,No journal ref found,none,cs.CL,Summary11536,1510.00618v2,2015-10-02T15:02:38Z,Automatic Taxonomy Extraction from Query Logs with no Additional Sources of Information,"Miguel Fernandez-Fernandez, Daniel Gayo-Avello",http://arxiv.org/pdf/1510.00618v2,No journal ref found,none,cs.CL,Summary11537,1510.00726v1,2015-10-02T20:17:33Z,A Primer on Neural Network Models for Natural Language Processing,Yoav Goldberg,http://arxiv.org/pdf/1510.00726v1,No journal ref found,none,cs.CL,Summary11538,1510.00759v1,2015-10-03T00:08:18Z,It is not all downhill from here: Syllable Contact Law in Persian,"Afshin Rahimi, Moharram Eslami, Bahram Vazirnezhad",http://arxiv.org/pdf/1510.00759v1,No journal ref found,none,cs.CL,Summary11539,1510.00760v1,2015-10-03T00:13:29Z,P-trac Procedure: The Dispersion and Neutralization of Contrasts in Lexicon,"Afshin Rahimi, Bahram Vazirnezhad, Moharram Eslami",http://arxiv.org/pdf/1510.00760v1,No journal ref found,none,cs.CL,Summary11540,1510.01032v2,2015-10-05T05:25:32Z,Deep convolutional acoustic word embeddings using word-pair side information,"Herman Kamper, Weiran Wang, Karen Livescu",http://arxiv.org/pdf/1510.01032v2,No journal ref found,none,cs.CL,Summary11541,1510.01570v1,2015-10-06T13:33:46Z,Analyzer and generator for Pali,David Alfter,http://arxiv.org/pdf/1510.01570v1,No journal ref found,none,cs.CL,Summary11542,1510.01717v1,2015-10-06T19:35:23Z,Language Segmentation,David Alfter,http://arxiv.org/pdf/1510.01717v1,No journal ref found,none,cs.CL,Summary11543,1510.01886v1,2015-10-07T10:50:31Z,Using Ontology-Based Context in the Portuguese-English Translation of Homographs in Textual Dialogues,"Diego Moussallem, Ricardo Choren",http://arxiv.org/pdf/1510.01886v1,No journal ref found,none,cs.CL,Summary11544,1510.02049v1,2015-10-07T18:08:45Z,Assisting Composition of Email Responses: a Topic Prediction Approach,"Spandana Gella, Marc Dymetman, Jean Michel Renders, Sriram Venkatapathy",http://arxiv.org/pdf/1510.02049v1,No journal ref found,none,cs.CL,Summary11545,1510.02125v3,2015-10-07T20:52:22Z,Resolving References to Objects in Photographs using the Words-As-Classifiers Model,"David Schlangen, Sina Zarriess, Casey Kennington",http://arxiv.org/pdf/1510.02125v3,No journal ref found,none,cs.CL,Summary11546,1510.02358v2,2015-10-08T15:15:09Z,Automata networks for multi-party communication in the Naming Game,"Javier Vera, Pedro Montealegre, Eric Goles",http://arxiv.org/pdf/1510.02358v2,No journal ref found,none,cs.CL,Summary11547,1510.02675v2,2015-10-09T14:03:33Z,Controlled Experiments for Word Embeddings,"Benjamin J. Wilson, Adriaan M. J. Schakel",http://arxiv.org/pdf/1510.02675v2,No journal ref found,none,cs.CL,Summary11548,1510.02823v1,2015-10-09T21:05:02Z,Human languages order information efficiently,"Daniel Gildea, T. Florian Jaeger",http://arxiv.org/pdf/1510.02823v1,No journal ref found,none,cs.CL,Summary11549,1510.03055v3,2015-10-11T14:04:57Z,A Diversity-Promoting Objective Function for Neural Conversation Models,"Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan",http://arxiv.org/pdf/1510.03055v3,No journal ref found,none,cs.CL,Summary11550,1510.03421v2,2015-10-12T13:52:40Z,Towards Meaningful Maps of Polish Case Law,"Michal Jungiewicz, Michał Łopuszyński",http://arxiv.org/pdf/1510.03421v2,No journal ref found,none,cs.CL,Summary11551,1510.03519v3,2015-10-13T03:25:18Z,Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning,"Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar, Balaraman Ravindran",http://arxiv.org/pdf/1510.03519v3,No journal ref found,none,cs.CL,Summary11552,1510.03710v3,2015-10-13T14:44:01Z,Hybrid Dialog State Tracker,"Miroslav Vodolán, Rudolf Kadlec, Jan Kleindienst",http://arxiv.org/pdf/1510.03710v3,No journal ref found,none,cs.CL,Summary11553,1510.03753v2,2015-10-13T15:56:26Z,Improved Deep Learning Baselines for Ubuntu Corpus Dialogs,"Rudolf Kadlec, Martin Schmid, Jan Kleindienst",http://arxiv.org/pdf/1510.03753v2,No journal ref found,none,cs.CL,Summary11554,1510.04500v1,2015-10-15T12:29:14Z,Noisy-parallel and comparable corpora filtering methodology for the extraction of bi-lingual equivalent data at sentence level,Krzysztof Wołk,http://arxiv.org/pdf/1510.04500v1,Computer Science 16.2 (2015): 169-184,none,cs.CL,Summary11555,1510.04600v1,2015-10-15T16:02:50Z,Telemedicine as a special case of Machine Translation,"Krzysztof Wołk, Krzysztof Marasek, Wojciech Glinkowski",http://arxiv.org/pdf/1510.04600v1,No journal ref found,none,cs.CL,Summary11556,1510.04734v1,2015-10-15T22:36:08Z,A Method for Modeling Co-Occurrence Propensity of Clinical Codes with Application to ICD-10-PCS Auto-Coding,"Michael Subotin, Anthony R. Davis",http://arxiv.org/pdf/1510.04734v1,No journal ref found,none,cs.CL,Summary11557,1510.05203v1,2015-10-18T06:26:42Z,Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015,"Graham Neubig, Makoto Morishita, Satoshi Nakamura",http://arxiv.org/pdf/1510.05203v1,"Proceedings of the 2nd Workshop on Asian Translation (WAT), pp. 35-41, 2015",none,cs.CL,Summary11558,1510.06168v1,2015-10-21T08:57:30Z,Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Recurrent Neural Network,"Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao",http://arxiv.org/pdf/1510.06168v1,No journal ref found,none,cs.CL,Summary11559,1510.06807v1,2015-10-23T02:24:23Z,Learning in the Rational Speech Acts Model,"Will Monroe, Christopher Potts",http://arxiv.org/pdf/1510.06807v1,No journal ref found,none,cs.CL,Summary11560,1510.07099v1,2015-10-24T02:24:54Z,Combine CRF and MMSEG to Boost Chinese Word Segmentation in Social Media,"Yao Yushi, Huang Zheng",http://arxiv.org/pdf/1510.07099v1,No journal ref found,none,cs.CL,Summary11561,1510.07193v1,2015-10-25T00:53:03Z,Statistical Parsing by Machine Learning from a Classical Arabic Treebank,Kais Dukes,http://arxiv.org/pdf/1510.07193v1,No journal ref found,none,cs.CL,Summary11562,1510.07482v4,2015-10-26T13:56:25Z,Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference,"Effi Levi, Roi Reichart, Ari Rappoport",http://arxiv.org/pdf/1510.07482v4,No journal ref found,none,cs.CL,Summary11563,1510.07586v1,2015-10-26T18:34:16Z,Parser for Abstract Meaning Representation using Learning to Search,"Sudha Rao, Yogarshi Vyas, Hal Daume III, Philip Resnik",http://arxiv.org/pdf/1510.07586v1,No journal ref found,none,cs.CL,Summary11564,1510.07851v1,2015-10-27T10:43:50Z,Standards for language resources in ISO -- Looking back at 13 fruitful years,Laurent Romary,http://arxiv.org/pdf/1510.07851v1,No journal ref found,none,cs.CL,Summary11565,1510.08418v1,2015-10-28T19:04:30Z,Fast k-best Sentence Compression,"Katja Filippova, Enrique Alfonseca",http://arxiv.org/pdf/1510.08418v1,No journal ref found,none,cs.CL,Summary11566,1510.08480v1,2015-10-28T20:41:30Z,Emoticons vs. Emojis on Twitter: A Causal Inference Approach,"Umashanthi Pavalanathan, Jacob Eisenstein",http://arxiv.org/pdf/1510.08480v1,No journal ref found,none,cs.CL,Summary11567,1510.09079v1,2015-10-30T13:19:47Z,SentiWords: Deriving a High Precision and High Coverage Lexicon for Sentiment Analysis,"Lorenzo Gatti, Marco Guerini, Marco Turchi",http://arxiv.org/pdf/1510.09079v1,No journal ref found,none,cs.CL,Summary11568,1511.00215v1,2015-11-01T07:59:48Z,A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding,"Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao",http://arxiv.org/pdf/1511.00215v1,No journal ref found,none,cs.CL,Summary11569,1511.01574v2,2015-11-05T01:45:29Z,Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model,"Ciprian Chelba, Fernando Pereira",http://arxiv.org/pdf/1511.01574v2,No journal ref found,none,cs.CL,Summary11570,1511.01665v1,2015-11-05T09:25:21Z,An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding,"Yiou Lin, Hang Lei, Jia Wu, Xiaoyu Li",http://arxiv.org/pdf/1511.01665v1,No journal ref found,none,cs.CL,Summary11571,1511.01666v1,2015-11-05T09:25:41Z,Comparing Writing Styles using Word Embedding and Dynamic Time Warping,"Abhinav Tushar, Abhinav Dahiya",http://arxiv.org/pdf/1511.01666v1,No journal ref found,none,cs.CL,Summary11572,1511.01756v2,2015-11-05T14:20:01Z,"""Pale as death"" or ""pâle comme la mort"" : Frozen similes used as literary clichés","Suzanne Mpouli, Jean-Gabriel Ganascia",http://arxiv.org/pdf/1511.01756v2,No journal ref found,none,cs.CL,Summary11573,1511.02014v2,2015-11-06T09:39:24Z,"Population size predicts lexical diversity, but so does the mean sea level - why it is important to correctly account for the structure of temporal data","Alexander Koplenig, Carolin Mueller-Spitzer",http://arxiv.org/pdf/1511.02014v2,No journal ref found,none,cs.CL,Summary11574,1511.02117v1,2015-11-06T15:36:54Z,Introducing SKYSET - a Quintuple Approach for Improving Instructions,"Kerry Fultz, Seth Filip",http://arxiv.org/pdf/1511.02117v1,No journal ref found,none,cs.CL,Summary11575,1511.02301v4,2015-11-07T04:36:20Z,The Goldilocks Principle: Reading Childrens Books with Explicit Memory Representations,"Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston",http://arxiv.org/pdf/1511.02301v4,No journal ref found,none,cs.CL,Summary11576,1511.02435v1,2015-11-08T03:44:26Z,A Chinese POS Decision Method Using Korean Translation Information,"Son-Il Kwak, O-Chol Kown, Chang-Sin Kim, Yong-Il Pak, Gum-Chol Son, Chol-Jun Hwang, Hyon-Chol Kim, Hyok-Chol Sin, Gyong-Il Hyon, Sok-Min Han",http://arxiv.org/pdf/1511.02435v1,No journal ref found,none,cs.CL,Summary11577,1511.03053v1,2015-11-10T10:33:47Z,Investigating the stylistic relevance of adjective and verb simile markers,"Suzanne Mpouli, Jean-Gabriel Ganascia",http://arxiv.org/pdf/1511.03053v1,"Corpus Linguistics 2015, Jul 2015, Lancaster, United Kingdom",none,cs.CL,Summary11578,1511.03088v1,2015-11-10T12:34:47Z,USFD: Twitter NER with Drift Compensation and Linked Data,"Leon Derczynski, Isabelle Augenstein, Kalina Bontcheva",http://arxiv.org/pdf/1511.03088v1,"Proceedings of the ACL Workshop on Noisy User-generated Text (2015), pp. 48--53",none,cs.CL,Summary11579,1511.03729v2,2015-11-11T23:24:29Z,Larger-Context Language Modelling,"Tian Wang, Kyunghyun Cho",http://arxiv.org/pdf/1511.03729v2,No journal ref found,none,cs.CL,Summary11580,1511.03924v1,2015-11-12T15:23:37Z,A Multilingual FrameNet-based Grammar and Lexicon for Controlled Natural Language,"Normunds Gruzitis, Dana Dannélls",http://arxiv.org/pdf/1511.03924v1,"Language Resources and Evaluation, 2015",none,cs.CL,Summary11581,1511.04586v1,2015-11-14T17:36:43Z,Character-based Neural Machine Translation,"Wang Ling, Isabel Trancoso, Chris Dyer, Alan W Black",http://arxiv.org/pdf/1511.04586v1,No journal ref found,none,cs.CL,Summary11582,1511.04623v2,2015-11-14T21:36:38Z,Learning to Represent Words in Context with Multilingual Supervision,"Kazuya Kawakami, Chris Dyer",http://arxiv.org/pdf/1511.04623v2,No journal ref found,none,cs.CL,Summary11583,1511.04661v1,2015-11-15T05:53:13Z,A System for Extracting Sentiment from Large-Scale Arabic Social Data,"Hao Wang, Vijay R. Bommireddipalli, Ayman Hanafy, Mohamed Bahgat, Sara Noeman, Ossama S. Emam",http://arxiv.org/pdf/1511.04661v1,No journal ref found,none,cs.CL,Summary11584,1511.05076v1,2015-11-16T18:25:33Z,Latent Dirichlet Allocation Based Organisation of Broadcast Media Archives for Deep Neural Network Adaptation,"Mortaza Doulaty, Oscar Saz, Raymond W. M. Ng, Thomas Hain",http://arxiv.org/pdf/1511.05076v1,No journal ref found,none,cs.CL,Summary11585,1511.05389v4,2015-11-17T13:18:07Z,Learning to retrieve out-of-vocabulary words in speech recognition,"Imran Sheikh, Irina Illina, Dominique Fohr, Georges Linarès",http://arxiv.org/pdf/1511.05389v4,No journal ref found,none,cs.CL,Summary11586,1511.06246v1,2015-11-19T16:46:49Z,Gaussian Mixture Embeddings for Multiple Word Prototypes,"Xinchi Chen, Xipeng Qiu, Jingxiang Jiang, Xuanjing Huang",http://arxiv.org/pdf/1511.06246v1,No journal ref found,none,cs.CL,Summary11587,1511.06312v1,2015-11-19T19:13:58Z,"Good, Better, Best: Choosing Word Embedding Context","James Cross, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1511.06312v1,No journal ref found,none,cs.CL,Summary11588,1511.06341v4,2015-11-19T20:14:43Z,Communicating Semantics: Reference by Description,"Ramanathan V Guha, Vineet Gupta",http://arxiv.org/pdf/1511.06341v4,No journal ref found,none,cs.CL,Summary11589,1511.06426v4,2015-11-19T22:30:10Z,Reasoning in Vector Space: An Exploratory Study of Question Answering,"Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky",http://arxiv.org/pdf/1511.06426v4,No journal ref found,none,cs.CL,Summary11590,1511.06591v1,2015-11-20T13:41:31Z,Polysemy in Controlled Natural Language Texts,"Normunds Gruzitis, Guntis Barzdins",http://arxiv.org/pdf/1511.06591v1,"Controlled Natural Language, Lecture Notes in Computer Science, Vol. 5972, Springer, 2010, pp. 102-120",none,cs.CL,Summary11591,1511.06709v4,2015-11-20T17:58:37Z,Improving Neural Machine Translation Models with Monolingual Data,"Rico Sennrich, Barry Haddow, Alexandra Birch",http://arxiv.org/pdf/1511.06709v4,No journal ref found,none,cs.CL,Summary11592,1511.07788v1,2015-11-24T16:28:16Z,Spoken Language Translation for Polish,"Krzysztof Marasek, Łukasz Brocki, Danijel Korzinek, Krzysztof Wołk, Ryszard Gubrynowicz",http://arxiv.org/pdf/1511.07788v1,No journal ref found,none,cs.CL,Summary11593,1511.08411v1,2015-11-26T15:10:18Z,OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity,"Mostafa Bayomi, Killian Levacher, M. Rami Ghorab, Séamus Lawless",http://arxiv.org/pdf/1511.08411v1,No journal ref found,none,cs.CL,Summary11594,1511.08629v2,2015-11-27T11:38:57Z,Category Enhanced Word Embedding,"Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau",http://arxiv.org/pdf/1511.08629v2,No journal ref found,none,cs.CL,Summary11595,1511.08630v2,2015-11-27T11:44:17Z,A C-LSTM Neural Network for Text Classification,"Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau",http://arxiv.org/pdf/1511.08630v2,No journal ref found,none,cs.CL,Summary11596,1512.00103v2,2015-12-01T00:23:44Z,Multilingual Language Processing From Bytes,"Dan Gillick, Cliff Brunk, Oriol Vinyals, Amarnag Subramanya",http://arxiv.org/pdf/1512.00103v2,No journal ref found,none,cs.CL,Summary11597,1512.00170v1,2015-12-01T08:10:49Z,Augmenting Phrase Table by Employing Lexicons for Pivot-based SMT,"Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao",http://arxiv.org/pdf/1512.00170v1,No journal ref found,none,cs.CL,Summary11598,1512.00531v5,2015-12-02T00:34:51Z,Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs,"Andrew J. Reagan, Brian Tivnan, Jake Ryland Williams, Christopher M. Danforth, Peter Sheridan Dodds",http://arxiv.org/pdf/1512.00531v5,No journal ref found,none,cs.CL,Summary11599,1512.00728v1,2015-12-02T15:09:31Z,Annotating Character Relationships in Literary Texts,"Philip Massey, Patrick Xia, David Bamman, Noah A. Smith",http://arxiv.org/pdf/1512.00728v1,No journal ref found,none,cs.CL,Summary11600,1512.01100v2,2015-12-03T14:54:39Z,Effective LSTMs for Target-Dependent Sentiment Classification,"Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu",http://arxiv.org/pdf/1512.01100v2,No journal ref found,none,cs.CL,Summary11601,1512.01337v4,2015-12-04T08:31:02Z,Neural Generative Question Answering,"Jun Yin, Xin Jiang, Zhengdong Lu, Lifeng Shang, Hang Li, Xiaoming Li",http://arxiv.org/pdf/1512.01337v4,No journal ref found,none,cs.CL,Summary11602,1512.01409v1,2015-12-04T14:01:32Z,What Makes it Difficult to Understand a Scientific Literature?,"Mengyun Cao, Jiao Tian, Dezhi Cheng, Jin Liu, Xiaoping Sun",http://arxiv.org/pdf/1512.01409v1,No journal ref found,none,cs.CL,Summary11603,1512.01768v1,2015-12-06T10:31:12Z,Want Answers? A Reddit Inspired Study on How to Pose Questions,"Danish, Yogesh Dahiya, Partha Talukdar",http://arxiv.org/pdf/1512.01768v1,No journal ref found,none,cs.CL,Summary11604,1512.02433v3,2015-12-08T12:42:00Z,Minimum Risk Training for Neural Machine Translation,"Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu",http://arxiv.org/pdf/1512.02433v3,No journal ref found,none,cs.CL,Summary11605,1512.02595v1,2015-12-08T19:13:50Z,Deep Speech 2: End-to-End Speech Recognition in English and Mandarin,"Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew Ng, Sherjil Ozair, Ryan Prenger, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Yi Wang, Zhiqian Wang, Chong Wang, Bo Xiao, Dani Yogatama, Jun Zhan, Zhenyao Zhu",http://arxiv.org/pdf/1512.02595v1,No journal ref found,none,cs.CL,Summary11606,1512.03465v2,2015-12-10T22:15:10Z,Measuring Semantic Relatedness using Mined Semantic Analysis,"Walid Shalaby, Wlodek Zadrozny",http://arxiv.org/pdf/1512.03465v2,No journal ref found,none,cs.CL,Summary11607,1512.03950v1,2015-12-12T18:57:11Z,A Hidden Markov Model Based System for Entity Extraction from Social Media English Text at FIRE 2015,Kamal Sarkar,http://arxiv.org/pdf/1512.03950v1,No journal ref found,none,cs.CL,Summary11608,1512.04650v2,2015-12-15T04:55:06Z,Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation,"Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu",http://arxiv.org/pdf/1512.04650v2,No journal ref found,none,cs.CL,Summary11609,1512.05030v3,2015-12-16T02:27:14Z,Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning,"Manaal Faruqui, Ryan McDonald, Radu Soricut",http://arxiv.org/pdf/1512.05030v3,No journal ref found,none,cs.CL,Summary11610,1512.05193v3,2015-12-16T14:55:17Z,ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs,"Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1512.05193v3,No journal ref found,none,cs.CL,Summary11611,1512.05670v2,2015-12-17T16:55:57Z,Towards automating the generation of derivative nouns in Sanskrit by simulating Panini,"Amrith Krishna, Pawan Goyal",http://arxiv.org/pdf/1512.05670v2,No journal ref found,none,cs.CL,Summary11612,1512.05919v2,2015-12-18T12:10:42Z,A Planning based Framework for Essay Generation,"Bing Qin, Duyu Tang, Xinwei Geng, Dandan Ning, Jiahao Liu, Ting Liu",http://arxiv.org/pdf/1512.05919v2,No journal ref found,none,cs.CL,Summary11613,1512.06110v3,2015-12-18T20:48:26Z,Morphological Inflection Generation Using Character Sequence to Sequence Learning,"Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer",http://arxiv.org/pdf/1512.06110v3,No journal ref found,none,cs.CL,Summary11614,1512.06643v1,2015-12-21T14:31:31Z,The 2015 Sheffield System for Transcription of Multi-Genre Broadcast Media,"Oscar Saz, Mortaza Doulaty, Salil Deena, Rosanna Milner, Raymond W. M. Ng, Madina Hasan, Yulan Liu, Thomas Hain",http://arxiv.org/pdf/1512.06643v1,No journal ref found,none,cs.CL,Summary11615,1512.08066v1,2015-12-26T01:52:03Z,The Improvement of Negative Sentences Translation in English-to-Korean Machine Translation,"Chung-Hyok Jang, Kwang-Hyok Kim",http://arxiv.org/pdf/1512.08066v1,No journal ref found,none,cs.CL,Summary11616,1512.08183v5,2015-12-27T08:12:53Z,Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews,"Bofang Li, Tao Liu, Xiaoyong Du, Deyuan Zhang, Zhe Zhao",http://arxiv.org/pdf/1512.08183v5,No journal ref found,none,cs.CL,Summary11617,1601.00087v3,2016-01-01T15:42:27Z,Sentiment/Subjectivity Analysis Survey for Languages other than English,"Mohammed Korayem, Khalifeh Aljadda, David Crandall",http://arxiv.org/pdf/1601.00087v3,No journal ref found,none,cs.CL,Summary11618,1601.00248v2,2016-01-03T05:47:42Z,Contrastive Entropy: A new evaluation metric for unnormalized language models,"Kushal Arora, Anand Rangarajan",http://arxiv.org/pdf/1601.00248v2,No journal ref found,none,cs.CL,Summary11619,1601.00620v1,2016-01-04T19:46:00Z,Distant IE by Bootstrapping Using Lists and Document Structure,"Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen",http://arxiv.org/pdf/1601.00620v1,No journal ref found,none,cs.CL,Summary11620,1601.00710v1,2016-01-05T00:49:22Z,Multi-Source Neural Translation,"Barret Zoph, Kevin Knight",http://arxiv.org/pdf/1601.00710v1,No journal ref found,none,cs.CL,Summary11621,1601.00893v1,2016-01-05T16:28:42Z,The Role of Context Types and Dimensionality in Learning Word Embeddings,"Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal",http://arxiv.org/pdf/1601.00893v1,No journal ref found,none,cs.CL,Summary11622,1601.01085v1,2016-01-06T06:03:17Z,Incorporating Structural Alignment Biases into an Attentional Neural Translation Model,"Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer, Gholamreza Haffari",http://arxiv.org/pdf/1601.01085v1,No journal ref found,none,cs.CL,Summary11623,1601.01195v1,2016-01-06T14:40:38Z,Part-of-Speech Tagging for Code-mixed Indian Social Media Text at ICON 2015,Kamal Sarkar,http://arxiv.org/pdf/1601.01195v1,No journal ref found,none,cs.CL,Summary11624,1601.01272v2,2016-01-06T18:44:07Z,Recurrent Memory Networks for Language Modeling,"Ke Tran, Arianna Bisazza, Christof Monz",http://arxiv.org/pdf/1601.01272v2,No journal ref found,none,cs.CL,Summary11625,1601.01280v2,2016-01-06T19:13:12Z,Language to Logical Form with Neural Attention,"Li Dong, Mirella Lapata",http://arxiv.org/pdf/1601.01280v2,No journal ref found,none,cs.CL,Summary11626,1601.01343v4,2016-01-06T22:19:20Z,Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation,"Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji",http://arxiv.org/pdf/1601.01343v4,No journal ref found,none,cs.CL,Summary11627,1601.01530v4,2016-01-07T13:32:31Z,Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling,"Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu",http://arxiv.org/pdf/1601.01530v4,No journal ref found,none,cs.CL,Summary11628,1601.02166v1,2016-01-09T23:34:05Z,Empirical Gaussian priors for cross-lingual transfer learning,Anders Søgaard,http://arxiv.org/pdf/1601.02166v1,No journal ref found,none,cs.CL,Summary11629,1601.02403v4,2016-01-11T11:28:49Z,Argumentation Mining in User-Generated Web Discourse,"Ivan Habernal, Iryna Gurevych",http://arxiv.org/pdf/1601.02403v4,"Computational Linguistics 43(1), 2017",none,cs.CL,Summary11630,1601.02431v1,2016-01-11T13:02:59Z,"The Effects of Age, Gender and Region on Non-standard Linguistic Variation in Online Social Networks","Claudia Peersman, Walter Daelemans, Reinhild Vandekerckhove, Bram Vandekerckhove, Leona Van Vaerenbergh",http://arxiv.org/pdf/1601.02431v1,No journal ref found,none,cs.CL,Summary11631,1601.02502v1,2016-01-11T16:12:32Z,"Trans-gram, Fast Cross-lingual Word-embeddings","Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum",http://arxiv.org/pdf/1601.02502v1,No journal ref found,none,cs.CL,Summary11632,1601.02553v2,2016-01-11T18:38:18Z,Environmental Noise Embeddings for Robust Speech Recognition,"Suyoun Kim, Bhiksha Raj, Ian Lane",http://arxiv.org/pdf/1601.02553v2,No journal ref found,none,cs.CL,Summary11633,1601.03288v1,2016-01-13T15:55:36Z,Predicting the Effectiveness of Self-Training: Application to Sentiment Classification,"Vincent Van Asch, Walter Daelemans",http://arxiv.org/pdf/1601.03288v1,No journal ref found,none,cs.CL,Summary11634,1601.03313v2,2016-01-13T16:58:05Z,Political Speech Generation,Valentin Kassarnig,http://arxiv.org/pdf/1601.03313v2,No journal ref found,none,cs.CL,Summary11635,1601.03317v3,2016-01-13T17:14:01Z,Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model,"Shi Feng, Shujie Liu, Mu Li, Ming Zhou",http://arxiv.org/pdf/1601.03317v3,No journal ref found,none,cs.CL,Summary11636,1601.03348v1,2016-01-13T18:59:06Z,EvoGrader: an online formative assessment tool for automatically evaluating written evolutionary explanations,"Kayhan Moharreri, Minsu Ha, Ross H Nehm",http://arxiv.org/pdf/1601.03348v1,"Evolution: Education and Outreach, vol. 7, pp. 1-14, 2014",none,cs.CL,Summary11637,1601.03650v4,2016-01-14T16:30:09Z,Smoothing parameter estimation framework for IBM word alignment models,"Vuong Van Bui, Cuong Anh Le",http://arxiv.org/pdf/1601.03650v4,No journal ref found,none,cs.CL,Summary11638,1601.03783v1,2016-01-15T00:09:52Z,Towards Turkish ASR: Anatomy of a rule-based Turkish g2p,Duygu Altinok,http://arxiv.org/pdf/1601.03783v1,No journal ref found,none,cs.CL,Summary11639,1601.03916v3,2016-01-15T13:42:04Z,Multimodal Pivots for Image Caption Translation,"Julian Hitschler, Shigehiko Schamoni, Stefan Riezler",http://arxiv.org/pdf/1601.03916v3,No journal ref found,none,cs.CL,Summary11640,1601.04012v1,2016-01-15T17:33:39Z,Detecting and Extracting Events from Text Documents,Jugal Kalita,http://arxiv.org/pdf/1601.04012v1,No journal ref found,none,cs.CL,Summary11641,1601.04811v6,2016-01-19T07:09:38Z,Modeling Coverage for Neural Machine Translation,"Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li",http://arxiv.org/pdf/1601.04811v6,No journal ref found,none,cs.CL,Summary11642,1601.05472v1,2016-01-20T23:31:58Z,Hierarchical Latent Word Clustering,"Halid Ziya Yerebakan, Fitsum Reda, Yiqiang Zhan, Yoshihisa Shinagawa",http://arxiv.org/pdf/1601.05472v1,No journal ref found,none,cs.CL,Summary11643,1601.05647v3,2016-01-21T14:15:41Z,On Structured Sparsity of Phonological Posteriors for Linguistic Parsing,"Milos Cernak, Afsaneh Asaei, Hervé Bourlard",http://arxiv.org/pdf/1601.05647v3,"Speech Communication, Volume 84, November 2016, Pages 36-45",none,cs.CL,Summary11644,1601.05768v1,2016-01-21T20:19:31Z,Syntax-Semantics Interaction Parsing Strategies. Inside SYNTAGMA,Daniel Christen,http://arxiv.org/pdf/1601.05768v1,No journal ref found,none,cs.CL,Summary11645,1601.06068v2,2016-01-22T16:50:22Z,Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing,"Shashi Narayan, Siva Reddy, Shay B. Cohen",http://arxiv.org/pdf/1601.06068v2,No journal ref found,none,cs.CL,Summary11646,1601.06579v2,2016-01-25T12:45:59Z,A Kernel Independence Test for Geographical Language Variation,"Dong Nguyen, Jacob Eisenstein",http://arxiv.org/pdf/1601.06579v2,No journal ref found,none,cs.CL,Summary11647,1601.06971v3,2016-01-26T10:44:30Z,Sentiment Analysis of Twitter Data: A Survey of Techniques,"Vishal. A. Kharde, Prof. Sheetal. Sonawane",http://arxiv.org/pdf/1601.06971v3,"International Journal of Computer Applications 139(11): 5-15, April 2016",none,cs.CL,Summary11648,1601.07215v1,2016-01-26T22:53:45Z,Recurrent Neural Network Postfilters for Statistical Parametric Speech Synthesis,"Prasanna Kumar Muthukumar, Alan W Black",http://arxiv.org/pdf/1601.07215v1,No journal ref found,none,cs.CL,Summary11649,1601.07969v2,2016-01-29T02:39:56Z,Zipfs law is a consequence of coherent language production,"Jake Ryland Williams, James P. Bagrow, Andrew J. Reagan, Sharon E. Alajajian, Christopher M. Danforth, Peter Sheridan Dodds",http://arxiv.org/pdf/1601.07969v2,No journal ref found,none,cs.CL,Summary11650,1602.00367v1,2016-02-01T02:53:41Z,Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers,"Yijun Xiao, Kyunghyun Cho",http://arxiv.org/pdf/1602.00367v1,No journal ref found,none,cs.CL,Summary11651,1602.00812v2,2016-02-02T07:35:02Z,The Grail theorem prover: Type theory for syntax and semantics,Richard Moot,http://arxiv.org/pdf/1602.00812v2,"Modern Perspectives in Type Theoretical Semantics, Springer, 2016",none,cs.CL,Summary11652,1602.01595v4,2016-02-04T08:51:18Z,"Many Languages, One Parser","Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1602.01595v4,No journal ref found,none,cs.CL,Summary11653,1602.01925v2,2016-02-05T04:26:38Z,Massively Multilingual Word Embeddings,"Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1602.01925v2,No journal ref found,none,cs.CL,Summary11654,1602.01929v1,2016-02-05T06:02:51Z,Fantastic 4 system for NIST 2015 Language Recognition Evaluation,"Kong Aik Lee, Ville Hautamäki, Anthony Larcher, Wei Rao, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Ivan Kukanov, Amir Poorjam, Trung Ngo Trong, Xiong Xiao, Cheng-Lin Xu, Hai-Hua Xu, Bin Ma, Haizhou Li, Sylvain Meignier",http://arxiv.org/pdf/1602.01929v1,No journal ref found,none,cs.CL,Summary11655,1602.02215v1,2016-02-06T04:39:41Z,Swivel: Improving Embeddings by Noticing Whats Missing,"Noam Shazeer, Ryan Doherty, Colin Evans, Chris Waterson",http://arxiv.org/pdf/1602.02215v1,No journal ref found,none,cs.CL,Summary11656,1602.02410v2,2016-02-07T19:11:17Z,Exploring the Limits of Language Modeling,"Rafal Jozefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu",http://arxiv.org/pdf/1602.02410v2,No journal ref found,none,cs.CL,Summary11657,1602.03265v2,2016-02-10T04:54:15Z,Simple Search Algorithms on Semantic Networks Learned from Language Use,"Aida Nematzadeh, Filip Miscevic, Suzanne Stevenson",http://arxiv.org/pdf/1602.03265v2,No journal ref found,none,cs.CL,Summary11658,1602.03426v2,2016-02-10T16:02:46Z,Automatic Sarcasm Detection: A Survey,"Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman",http://arxiv.org/pdf/1602.03426v2,No journal ref found,none,cs.CL,Summary11659,1602.03960v1,2016-02-12T03:54:43Z,TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions,"Sujay Kumar Jauhar, Peter Turney, Eduard Hovy",http://arxiv.org/pdf/1602.03960v1,No journal ref found,none,cs.CL,Summary11660,1602.04341v1,2016-02-13T14:38:47Z,Attention-Based Convolutional Neural Network for Machine Comprehension,"Wenpeng Yin, Sebastian Ebert, Hinrich Schütze",http://arxiv.org/pdf/1602.04341v1,No journal ref found,none,cs.CL,Summary11661,1602.04427v2,2016-02-14T07:31:28Z,Exploiting Lists of Names for Named Entity Identification of Financial Institutions from Unstructured Documents,"Zheng Xu, Douglas Burdick, Louiqa Raschid",http://arxiv.org/pdf/1602.04427v2,No journal ref found,none,cs.CL,Summary11662,1602.05388v2,2016-02-17T12:29:56Z,Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages,"Muhammad Imran, Prasenjit Mitra, Jaideep Srivastava",http://arxiv.org/pdf/1602.05388v2,No journal ref found,none,cs.CL,Summary11663,1602.05772v1,2016-02-18T12:08:05Z,Corpus analysis without prior linguistic knowledge - unsupervised mining of phrases and subphrase structure,"Stefan Gerdjikov, Klaus U. Schulz",http://arxiv.org/pdf/1602.05772v1,No journal ref found,none,cs.CL,Summary11664,1602.05944v1,2016-02-18T20:53:26Z,The Interaction of Memory and Attention in Novel Word Generalization: A Computational Investigation,"Erin Grant, Aida Nematzadeh, Suzanne Stevenson",http://arxiv.org/pdf/1602.05944v1,No journal ref found,none,cs.CL,Summary11665,1602.06023v5,2016-02-19T02:04:18Z,Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond,"Ramesh Nallapati, Bowen Zhou, Cicero Nogueira dos santos, Caglar Gulcehre, Bing Xiang",http://arxiv.org/pdf/1602.06023v5,"The SIGNLL Conference on Computational Natural Language Learning (CoNLL), 2016",none,cs.CL,Summary11666,1602.06064v3,2016-02-19T07:27:49Z,On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation,"Tianxing He, Yu Zhang, Jasha Droppo, Kai Yu",http://arxiv.org/pdf/1602.06064v3,No journal ref found,none,cs.CL,Summary11667,1602.06289v1,2016-02-19T20:48:19Z,Learning to SMILE(S),"Stanisław Jastrzębski, Damian Leśniak, Wojciech Marian Czarnecki",http://arxiv.org/pdf/1602.06289v1,No journal ref found,none,cs.CL,Summary11668,1602.06291v2,2016-02-19T20:52:08Z,Contextual LSTM (CLSTM) models for Large scale NLP tasks,"Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck",http://arxiv.org/pdf/1602.06291v2,No journal ref found,none,cs.CL,Summary11669,1602.06797v1,2016-02-22T14:55:26Z,Semi-supervised Clustering for Short Text via Deep Representation Learning,"Zhiguo Wang, Haitao Mi, Abraham Ittycheriah",http://arxiv.org/pdf/1602.06797v1,No journal ref found,none,cs.CL,Summary11670,1602.07019v1,2016-02-23T03:08:50Z,Sentence Similarity Learning by Lexical Decomposition and Composition,"Zhiguo Wang, Haitao Mi, Abraham Ittycheriah",http://arxiv.org/pdf/1602.07019v1,No journal ref found,none,cs.CL,Summary11671,1602.07236v1,2016-02-23T17:05:06Z,Petrarch 2 : Petrarcher,Clayton Norris,http://arxiv.org/pdf/1602.07236v1,No journal ref found,none,cs.CL,Summary11672,1602.07572v2,2016-02-24T16:06:25Z,Ultradense Word Embeddings by Orthogonal Transformation,"Sascha Rothe, Sebastian Ebert, Hinrich Schütze",http://arxiv.org/pdf/1602.07572v2,No journal ref found,none,cs.CL,Summary11673,1602.07749v1,2016-02-24T23:14:01Z,Toward Mention Detection Robustness with Recurrent Neural Networks,"Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian",http://arxiv.org/pdf/1602.07749v1,No journal ref found,none,cs.CL,Summary11674,1602.07803v1,2016-02-25T05:35:16Z,Automated Word Prediction in Bangla Language Using Stochastic Language Models,"Md. Masudul Haque, Md. Tarek Habib, Md. Mokhlesur Rahman",http://arxiv.org/pdf/1602.07803v1,No journal ref found,none,cs.CL,Summary11675,1602.08657v1,2016-02-28T02:25:22Z,QuotationFinder - Searching for Quotations and Allusions in Greek and Latin Texts and Establishing the Degree to Which a Quotation or Allusion Matches Its Source,Luc Herren,http://arxiv.org/pdf/1602.08657v1,No journal ref found,none,cs.CL,Summary11676,1602.08715v1,2016-02-28T13:43:33Z,Identification of Parallel Passages Across a Large Hebrew/Aramaic Corpus,"Avi Shmidman, Moshe Koppel, Ely Porat",http://arxiv.org/pdf/1602.08715v1,No journal ref found,none,cs.CL,Summary11677,1602.08741v1,2016-02-28T16:58:01Z,Gibberish Semantics: How Good is Russian Twitter in Word Semantic Similarity Task?,Nikolay N. Vasiliev,http://arxiv.org/pdf/1602.08741v1,No journal ref found,none,cs.CL,Summary11678,1602.08844v1,2016-02-29T07:20:59Z,Bioinformatics and Classical Literary Study,"Pramit Chaudhuri, Joseph P. Dexter",http://arxiv.org/pdf/1602.08844v1,No journal ref found,none,cs.CL,Summary11679,1603.00375v2,2016-03-01T17:43:37Z,Easy-First Dependency Parsing with Hierarchical Tree LSTMs,"Eliyahu Kiperwasser, Yoav Goldberg",http://arxiv.org/pdf/1603.00375v2,No journal ref found,none,cs.CL,Summary11680,1603.00786v1,2016-03-02T16:41:40Z,Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media,"Nanyun Peng, Mark Dredze",http://arxiv.org/pdf/1603.00786v1,No journal ref found,none,cs.CL,Summary11681,1603.00957v3,2016-03-03T03:22:01Z,Question Answering on Freebase via Relation Extraction and Textual Evidence,"Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao",http://arxiv.org/pdf/1603.00957v3,No journal ref found,none,cs.CL,Summary11682,1603.00968v2,2016-03-03T04:12:02Z,MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification,"Ye Zhang, Stephen Roller, Byron Wallace",http://arxiv.org/pdf/1603.00968v2,No journal ref found,none,cs.CL,Summary11683,1603.01032v2,2016-03-03T09:33:09Z,Right Ideals of a Ring and Sublanguages of Science,Javier Arias Navarro,http://arxiv.org/pdf/1603.01032v2,No journal ref found,none,cs.CL,Summary11684,1603.01232v1,2016-03-03T19:49:32Z,Multi-domain Neural Network Language Generation for Spoken Dialogue Systems,"Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve Young",http://arxiv.org/pdf/1603.01232v1,No journal ref found,none,cs.CL,Summary11685,1603.01333v1,2016-03-04T02:15:11Z,Joint Learning Templates and Slots for Event Schema Induction,"Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui",http://arxiv.org/pdf/1603.01333v1,No journal ref found,none,cs.CL,Summary11686,1603.01360v3,2016-03-04T06:36:29Z,Neural Architectures for Named Entity Recognition,"Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer",http://arxiv.org/pdf/1603.01360v3,No journal ref found,none,cs.CL,Summary11687,1603.01514v1,2016-03-04T16:03:53Z,A Bayesian Model of Multilingual Unsupervised Semantic Role Induction,"Nikhil Garg, James Henderson",http://arxiv.org/pdf/1603.01514v1,No journal ref found,none,cs.CL,Summary11688,1603.01541v1,2016-03-04T17:11:51Z,"Parallel Texts in the Hebrew Bible, New Methods and Visualizations","Martijn Naaijer, Dirk Roorda",http://arxiv.org/pdf/1603.01541v1,No journal ref found,none,cs.CL,Summary11689,1603.01547v2,2016-03-04T17:32:42Z,Text Understanding with the Attention Sum Reader Network,"Rudolf Kadlec, Martin Schmid, Ondrej Bajgar, Jan Kleindienst",http://arxiv.org/pdf/1603.01547v2,No journal ref found,none,cs.CL,Summary11690,1603.01648v1,2016-03-04T22:47:46Z,Getting More Out Of Syntax with PropS,"Gabriel Stanovsky, Jessica Ficler, Ido Dagan, Yoav Goldberg",http://arxiv.org/pdf/1603.01648v1,No journal ref found,none,cs.CL,Summary11691,1603.02488v1,2016-03-08T11:47:35Z,Extracting Arabic Relations from the Web,"Shimaa M. Abd El-salam, Enas M. F. El Houby, A. K. Al Sammak, T. A. El-Shishtawy",http://arxiv.org/pdf/1603.02488v1,No journal ref found,none,cs.CL,Summary11692,1603.02604v1,2016-03-08T17:43:48Z,Observing Trends in Automated Multilingual Media Analysis,"Ralf Steinberger, Aldo Podavini, Alexandra Balahur, Guillaume Jacquet, Hristo Tanev, Jens Linge, Martin Atkinson, Michele Chinosi, Vanni Zavarella, Yaniv Steiner, Erik van der Goot",http://arxiv.org/pdf/1603.02604v1,No journal ref found,none,cs.CL,Summary11693,1603.02845v1,2016-03-09T11:14:23Z,Unsupervised word segmentation and lexicon discovery using acoustic word embeddings,"Herman Kamper, Aren Jansen, Sharon Goldwater",http://arxiv.org/pdf/1603.02845v1,"IEEE/ACM Trans. Audio, Speech, Language Process. 24 (2016) 669-679",none,cs.CL,Summary11694,1603.02905v2,2016-03-09T14:56:44Z,Lexical bundles in computational linguistics academic literature,Adel Rahimi,http://arxiv.org/pdf/1603.02905v2,No journal ref found,none,cs.CL,Summary11695,1603.03758v2,2016-03-11T20:48:49Z,Sieve-based Coreference Resolution in the Biomedical Domain,"Dane Bell, Gus Hahn-Powell, Marco A. Valenzuela-Escárcega, Mihai Surdeanu",http://arxiv.org/pdf/1603.03758v2,No journal ref found,none,cs.CL,Summary11696,1603.03793v2,2016-03-11T21:34:20Z,Training with Exploration Improves a Greedy Stack-LSTM Parser,"Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1603.03793v2,No journal ref found,none,cs.CL,Summary11697,1603.03873v1,2016-03-12T08:54:16Z,Neural Discourse Relation Recognition with Semantic Memory,"Biao Zhang, Deyi Xiong, Jinsong Su",http://arxiv.org/pdf/1603.03873v1,No journal ref found,none,cs.CL,Summary11698,1603.03876v2,2016-03-12T09:11:30Z,Variational Neural Discourse Relation Recognizer,"Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang",http://arxiv.org/pdf/1603.03876v2,No journal ref found,none,cs.CL,Summary11699,1603.04236v1,2016-03-14T12:33:00Z,Interactive Tools and Tasks for the Hebrew Bible,Nicolai Winther-Nielsen,http://arxiv.org/pdf/1603.04236v1,No journal ref found,none,cs.CL,Summary11700,1603.04351v3,2016-03-14T17:18:27Z,Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations,"Eliyahu Kiperwasser, Yoav Goldberg",http://arxiv.org/pdf/1603.04351v3,"Transactions of the Association for Computational Linguistics, 4:313--327 (2016)",none,cs.CL,Summary11701,1603.04513v1,2016-03-15T00:25:02Z,Multichannel Variable-Size Convolution for Sentence Classification,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1603.04513v1,No journal ref found,none,cs.CL,Summary11702,1603.04747v1,2016-03-15T16:21:58Z,Topic Modeling Using Distributed Word Embeddings,"Ramandeep S Randhawa, Parag Jain, Gagan Madan",http://arxiv.org/pdf/1603.04747v1,No journal ref found,none,cs.CL,Summary11703,1603.04767v1,2016-03-15T17:16:02Z,Evaluating the word-expert approach for Named-Entity Disambiguation,"Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre",http://arxiv.org/pdf/1603.04767v1,No journal ref found,none,cs.CL,Summary11704,1603.05118v2,2016-03-16T14:33:47Z,Recurrent Dropout without Memory Loss,"Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth",http://arxiv.org/pdf/1603.05118v2,No journal ref found,none,cs.CL,Summary11705,1603.05157v2,2016-03-16T16:02:03Z,Comparing Convolutional Neural Networks to Traditional Models for Slot Filling,"Heike Adel, Benjamin Roth, Hinrich Schütze",http://arxiv.org/pdf/1603.05157v2,No journal ref found,none,cs.CL,Summary11706,1603.05570v1,2016-03-17T16:43:37Z,Predicate Gradual Logic and Linguistics,Ryuta Arisaka,http://arxiv.org/pdf/1603.05570v1,No journal ref found,none,cs.CL,Summary11707,1603.05739v1,2016-03-18T00:55:52Z,A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign,"Elliot Schumacher, Maxine Eskenazi",http://arxiv.org/pdf/1603.05739v1,No journal ref found,none,cs.CL,Summary11708,1603.06009v1,2016-03-18T22:24:54Z,Readability-based Sentence Ranking for Evaluating Text Simplification,"Sowmya Vajjala, Detmar Meurers",http://arxiv.org/pdf/1603.06009v1,No journal ref found,none,cs.CL,Summary11709,1603.06021v3,2016-03-19T00:22:20Z,A Fast Unified Model for Parsing and Sentence Understanding,"Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts",http://arxiv.org/pdf/1603.06021v3,No journal ref found,none,cs.CL,Summary11710,1603.06067v3,2016-03-19T08:53:29Z,Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings,"Kazuma Hashimoto, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1603.06067v3,No journal ref found,none,cs.CL,Summary11711,1603.06075v3,2016-03-19T10:08:40Z,Tree-to-Sequence Attentional Neural Machine Translation,"Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1603.06075v3,No journal ref found,none,cs.CL,Summary11712,1603.06076v3,2016-03-19T10:09:53Z,Improving Hypernymy Detection with an Integrated Path-based and Distributional Method,"Vered Shwartz, Yoav Goldberg, Ido Dagan",http://arxiv.org/pdf/1603.06076v3,No journal ref found,none,cs.CL,Summary11713,1603.06155v2,2016-03-19T23:15:18Z,A Persona-Based Neural Conversation Model,"Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan",http://arxiv.org/pdf/1603.06155v2,No journal ref found,none,cs.CL,Summary11714,1603.06503v1,2016-03-21T17:20:34Z,Static and Dynamic Feature Selection in Morphosyntactic Analyzers,"Bernd Bohnet, Miguel Ballesteros, Ryan McDonald, Joakim Nivre",http://arxiv.org/pdf/1603.06503v1,No journal ref found,none,cs.CL,Summary11715,1603.06598v2,2016-03-21T20:12:44Z,Stack-propagation: Improved Representation Learning for Syntax,"Yuan Zhang, David Weiss",http://arxiv.org/pdf/1603.06598v2,No journal ref found,none,cs.CL,Summary11716,1603.07012v2,2016-03-22T22:15:10Z,Semi-supervised Word Sense Disambiguation with Neural Models,"Dayu Yuan, Julian Richardson, Ryan Doherty, Colin Evans, Eric Altendorf",http://arxiv.org/pdf/1603.07012v2,No journal ref found,none,cs.CL,Summary11717,1603.07252v3,2016-03-23T16:05:46Z,Neural Summarization by Extracting Sentences and Words,"Jianpeng Cheng, Mirella Lapata",http://arxiv.org/pdf/1603.07252v3,No journal ref found,none,cs.CL,Summary11718,1603.07253v2,2016-03-23T16:12:34Z,Evaluating semantic models with word-sentence relatedness,"Kimberly Glasgow, Matthew Roos, Amy Haufler, Mark Chevillet, Michael Wolmetz",http://arxiv.org/pdf/1603.07253v2,No journal ref found,none,cs.CL,Summary11719,1603.07603v1,2016-03-24T14:45:20Z,Semantic Regularities in Document Representations,"Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng",http://arxiv.org/pdf/1603.07603v1,No journal ref found,none,cs.CL,Summary11720,1603.07609v1,2016-03-24T14:59:45Z,Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL,"Yevgeni Berzak, Roi Reichart, Boris Katz",http://arxiv.org/pdf/1603.07609v1,"Proceedings of the 19th Conference on Computational Language Learning, pages 94-102, Beijing, China, July 30-31, 2015",none,cs.CL,Summary11721,1603.07695v1,2016-03-24T18:22:39Z,Part-of-Speech Relevance Weights for Learning Word Embeddings,"Quan Liu, Zhen-Hua Ling, Hui Jiang, Yu Hu",http://arxiv.org/pdf/1603.07695v1,No journal ref found,none,cs.CL,Summary11722,1603.07771v3,2016-03-24T22:40:00Z,Neural Text Generation from Structured Data with Application to the Biography Domain,"Remi Lebret, David Grangier, Michael Auli",http://arxiv.org/pdf/1603.07771v3,No journal ref found,none,cs.CL,Summary11723,1603.07954v3,2016-03-25T16:38:54Z,Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning,"Karthik Narasimhan, Adam Yala, Regina Barzilay",http://arxiv.org/pdf/1603.07954v3,No journal ref found,none,cs.CL,Summary11724,1603.08016v2,2016-03-25T20:09:29Z,Classifying Syntactic Regularities for Hundreds of Languages,"Reed Coke, Ben King, Dragomir Radev",http://arxiv.org/pdf/1603.08016v2,No journal ref found,none,cs.CL,Summary11725,1603.08594v1,2016-03-29T00:06:11Z,Prepositional Attachment Disambiguation Using Bilingual Parsing and Alignments,"Geetanjali Rakshit, Sagar Sontakke, Pushpak Bhattacharyya, Gholamreza Haffari",http://arxiv.org/pdf/1603.08594v1,No journal ref found,none,cs.CL,Summary11726,1603.08701v1,2016-03-29T10:00:27Z,What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets,"Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang",http://arxiv.org/pdf/1603.08701v1,No journal ref found,none,cs.CL,Summary11727,1603.08702v1,2016-03-29T10:00:40Z,Nine Features in a Random Forest to Learn Taxonomical Semantic Relations,"Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang",http://arxiv.org/pdf/1603.08702v1,No journal ref found,none,cs.CL,Summary11728,1603.08705v1,2016-03-29T10:05:05Z,"ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms","Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang",http://arxiv.org/pdf/1603.08705v1,No journal ref found,none,cs.CL,Summary11729,1603.08865v2,2016-03-29T17:58:46Z,Compilation as a Typed EDSL-to-EDSL Transformation,Emil Axelsson,http://arxiv.org/pdf/1603.08865v2,No journal ref found,none,cs.CL,Summary11730,1603.08868v1,2016-03-29T18:12:28Z,A Readable Read: Automatic Assessment of Language Learning Materials based on Linguistic Complexity,"Ildikó Pilán, Sowmya Vajjala, Elena Volodina",http://arxiv.org/pdf/1603.08868v1,No journal ref found,none,cs.CL,Summary11731,1603.08884v1,2016-03-29T18:52:46Z,A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data,"Adam Trischler, Zheng Ye, Xingdi Yuan, Jing He, Phillip Bachman, Kaheer Suleman",http://arxiv.org/pdf/1603.08884v1,No journal ref found,none,cs.CL,Summary11732,1603.08887v2,2016-03-29T18:58:42Z,Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints,"Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein",http://arxiv.org/pdf/1603.08887v2,No journal ref found,none,cs.CL,Summary11733,1603.09054v1,2016-03-30T07:05:45Z,Unsupervised Measure of Word Similarity: How to Outperform Co-occurrence and Vector Cosine in VSMs,"Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang",http://arxiv.org/pdf/1603.09054v1,No journal ref found,none,cs.CL,Summary11734,1603.09457v1,2016-03-31T05:14:10Z,LSTM based Conversation Models,"Yi Luan, Yangfeng Ji, Mari Ostendorf",http://arxiv.org/pdf/1603.09457v1,No journal ref found,none,cs.CL,Summary11735,1604.00077v1,2016-03-31T23:17:46Z,Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection,"Sheng-syun Shen, Hung-yi Lee",http://arxiv.org/pdf/1604.00077v1,No journal ref found,none,cs.CL,Summary11736,1604.00100v1,2016-04-01T01:51:34Z,A Compositional Approach to Language Modeling,"Kushal Arora, Anand Rangarajan",http://arxiv.org/pdf/1604.00100v1,No journal ref found,none,cs.CL,Summary11737,1604.00117v2,2016-04-01T03:24:32Z,Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding,"Aaron Jaech, Larry Heck, Mari Ostendorf",http://arxiv.org/pdf/1604.00117v2,No journal ref found,none,cs.CL,Summary11738,1604.00400v1,2016-04-01T20:06:46Z,Revisiting Summarization Evaluation for Scientific Articles,"Arman Cohan, Nazli Goharian",http://arxiv.org/pdf/1604.00400v1,No journal ref found,none,cs.CL,Summary11739,1604.00425v2,2016-04-01T22:18:51Z,Cross-lingual Models of Word Embeddings: An Empirical Comparison,"Shyam Upadhyay, Manaal Faruqui, Chris Dyer, Dan Roth",http://arxiv.org/pdf/1604.00425v2,No journal ref found,none,cs.CL,Summary11740,1604.00502v1,2016-04-02T13:52:23Z,Online Updating of Word Representations for Part-of-Speech Tagging,"Wenpeng Yin, Tobias Schnabel, Hinrich Schütze",http://arxiv.org/pdf/1604.00502v1,No journal ref found,none,cs.CL,Summary11741,1604.00503v1,2016-04-02T13:57:02Z,Discriminative Phrase Embedding for Paraphrase Identification,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1604.00503v1,No journal ref found,none,cs.CL,Summary11742,1604.00734v1,2016-04-04T03:58:31Z,Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks,"Matthew Francis-Landau, Greg Durrett, Dan Klein",http://arxiv.org/pdf/1604.00734v1,No journal ref found,none,cs.CL,Summary11743,1604.00938v1,2016-04-04T16:33:15Z,Multi-Field Structural Decomposition for Question Answering,"Tomasz Jurczyk, Jinho D. Choi",http://arxiv.org/pdf/1604.00938v1,No journal ref found,none,cs.CL,Summary11744,1604.01178v1,2016-04-05T08:50:27Z,Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks,"Aliaksei Severyn, Alessandro Moschitti",http://arxiv.org/pdf/1604.01178v1,No journal ref found,none,cs.CL,Summary11745,1604.01221v1,2016-04-05T11:34:11Z,Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project,"Guntis Barzdins, Steve Renals, Didzis Gosko",http://arxiv.org/pdf/1604.01221v1,No journal ref found,none,cs.CL,Summary11746,1604.01235v1,2016-04-05T12:42:31Z,A new TAG Formalism for Tamil and Parser Analytics,"Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman",http://arxiv.org/pdf/1604.01235v1,No journal ref found,none,cs.CL,Summary11747,1604.01278v1,2016-04-05T14:46:18Z,RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy,"Guntis Barzdins, Didzis Gosko",http://arxiv.org/pdf/1604.01278v1,No journal ref found,none,cs.CL,Summary11748,1604.01692v1,2016-04-06T16:58:35Z,An Ensemble Method to Produce High-Quality Word Embeddings,"Robert Speer, Joshua Chin",http://arxiv.org/pdf/1604.01692v1,No journal ref found,none,cs.CL,Summary11749,1604.01904v2,2016-04-07T07:47:11Z,Neural Headline Generation with Sentence-wise Optimization,"Ayana, Shiqi Shen, Yu Zhao, Zhiyuan Liu, Maosong Sun",http://arxiv.org/pdf/1604.01904v2,No journal ref found,none,cs.CL,Summary11750,1604.02201v1,2016-04-08T00:16:35Z,Transfer Learning for Low-Resource Neural Machine Translation,"Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight",http://arxiv.org/pdf/1604.02201v1,No journal ref found,none,cs.CL,Summary11751,1604.02612v1,2016-04-09T22:00:27Z,"Fusing Audio, Textual and Visual Features for Sentiment Analysis of News Videos","Moisés H. R. Pereira, Flávio L. C. Pádua, Adriano C. M. Pereira, Fabrício Benevenuto, Daniel H. Dalip",http://arxiv.org/pdf/1604.02612v1,No journal ref found,none,cs.CL,Summary11752,1604.02843v1,2016-04-11T08:56:58Z,Method of Tibetan Person Knowledge Extraction,"Yuan Sun, Zhen Zhu",http://arxiv.org/pdf/1604.02843v1,No journal ref found,none,cs.CL,Summary11753,1604.02993v2,2016-04-11T15:21:05Z,Using Sentence-Level LSTM Language Models for Script Inference,"Karl Pichotta, Raymond J. Mooney",http://arxiv.org/pdf/1604.02993v2,No journal ref found,none,cs.CL,Summary11754,1604.03035v1,2016-04-11T17:15:34Z,Learning Global Features for Coreference Resolution,"Sam Wiseman, Alexander M. Rush, Stuart M. Shieber",http://arxiv.org/pdf/1604.03035v1,No journal ref found,none,cs.CL,Summary11755,1604.03136v1,2016-04-11T20:24:52Z,Shallow Parsing Pipeline for Hindi-English Code-Mixed Social Media Text,"Arnav Sharma, Sakshi Gupta, Raveesh Motlani, Piyush Bansal, Manish Srivastava, Radhika Mamidi, Dipti M. Sharma",http://arxiv.org/pdf/1604.03136v1,No journal ref found,none,cs.CL,Summary11756,1604.03209v1,2016-04-12T02:34:00Z,Disfluency Detection using a Bidirectional LSTM,"Vicky Zayats, Mari Ostendorf, Hannaneh Hajishirzi",http://arxiv.org/pdf/1604.03209v1,No journal ref found,none,cs.CL,Summary11757,1604.03357v1,2016-04-12T11:57:05Z,Improving sentence compression by learning to predict gaze,"Sigrid Klerke, Yoav Goldberg, Anders Søgaard",http://arxiv.org/pdf/1604.03357v1,No journal ref found,none,cs.CL,Summary11758,1604.04677v1,2016-04-16T01:49:09Z,Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction,"Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber",http://arxiv.org/pdf/1604.04677v1,No journal ref found,none,cs.CL,Summary11759,1604.04873v1,2016-04-17T14:07:34Z,From Incremental Meaning to Semantic Unit (phrase by phrase),"Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin",http://arxiv.org/pdf/1604.04873v1,No journal ref found,none,cs.CL,Summary11760,1604.05073v1,2016-04-18T10:27:49Z,Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization,"Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne",http://arxiv.org/pdf/1604.05073v1,No journal ref found,none,cs.CL,Summary11761,1604.05372v1,2016-04-18T22:56:13Z,Clustering Comparable Corpora of Russian and Ukrainian Academic Texts: Word Embeddings and Semantic Fingerprints,"Andrey Kutuzov, Mikhail Kopotev, Tatyana Sviridenko, Lyubov Ivanova",http://arxiv.org/pdf/1604.05372v1,No journal ref found,none,cs.CL,Summary11762,1604.05499v1,2016-04-19T10:08:49Z,Exploring Segment Representations for Neural Segmentation Models,"Yijia Liu, Wanxiang Che, Jiang Guo, Bing Qin, Ting Liu",http://arxiv.org/pdf/1604.05499v1,No journal ref found,none,cs.CL,Summary11763,1604.05519v2,2016-04-19T11:09:20Z,M$^2$S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection,"Lingxun Meng, Yan Li",http://arxiv.org/pdf/1604.05519v2,No journal ref found,none,cs.CL,Summary11764,1604.05525v1,2016-04-19T11:39:53Z,An Attentive Neural Architecture for Fine-grained Entity Type Classification,"Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel",http://arxiv.org/pdf/1604.05525v1,No journal ref found,none,cs.CL,Summary11765,1604.05529v3,2016-04-19T11:53:09Z,Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss,"Barbara Plank, Anders Søgaard, Yoav Goldberg",http://arxiv.org/pdf/1604.05529v3,No journal ref found,none,cs.CL,Summary11766,1604.05559v1,2016-04-18T18:51:18Z,Efficient Calculation of Bigram Frequencies in a Corpus of Short Texts,"Melvyn Drag, Gauthaman Vasudevan",http://arxiv.org/pdf/1604.05559v1,No journal ref found,none,cs.CL,Summary11767,1604.05747v1,2016-04-19T20:59:32Z,Syntactic and semantic classification of verb arguments using dependency-based and rich semantic features,Francesco Elia,http://arxiv.org/pdf/1604.05747v1,No journal ref found,none,cs.CL,Summary11768,1604.05800v2,2016-04-20T03:03:12Z,A Deep Neural Network for Chinese Zero Pronoun Resolution,"Yin Qingyu, Zhang Weinan, Zhang Yu, Liu Ting",http://arxiv.org/pdf/1604.05800v2,No journal ref found,none,cs.CL,Summary11769,1604.06045v7,2016-04-20T18:06:49Z,Dialog-based Language Learning,Jason Weston,http://arxiv.org/pdf/1604.06045v7,No journal ref found,none,cs.CL,Summary11770,1604.06113v1,2016-04-20T20:10:41Z,Speaker Cluster-Based Speaker Adaptive Training for Deep Neural Network Acoustic Modeling,"Wei Chu, Ruxin Chen",http://arxiv.org/pdf/1604.06113v1,No journal ref found,none,cs.CL,Summary11771,1604.06274v2,2016-04-21T12:25:04Z,Chinese Song Iambics Generation with Neural Attention-based Model,"Qixin Wang, Tianyi Luo, Dong Wang, Chao Xing",http://arxiv.org/pdf/1604.06274v2,No journal ref found,none,cs.CL,Summary11772,1604.06285v1,2016-04-21T12:55:29Z,A Novel Approach to Dropped Pronoun Translation,"Longyue Wang, Zhaopeng Tu, Xiaojun Zhang, Hang Li, Andy Way, Qun Liu",http://arxiv.org/pdf/1604.06285v1,No journal ref found,none,cs.CL,Summary11773,1604.06361v1,2016-04-21T15:39:01Z,Row-less Universal Schema,"Patrick Verga, Andrew McCallum",http://arxiv.org/pdf/1604.06361v1,No journal ref found,none,cs.CL,Summary11774,1604.06583v1,2016-04-22T09:19:07Z,SweLL on the rise: Swedish Learner Language corpus for European Reference Level studies,"Elena Volodina, Ildikó Pilán, Ingegerd Enström, Lorena Llozhi, Peter Lundkvist, Gunlög Sundberg, Monica Sandell",http://arxiv.org/pdf/1604.06583v1,No journal ref found,none,cs.CL,Summary11775,1604.06648v1,2016-04-22T13:25:14Z,Automatic verbal aggression detection for Russian and American imageboards,Denis Gordeev,http://arxiv.org/pdf/1604.06648v1,No journal ref found,none,cs.CL,Summary11776,1604.06650v1,2016-04-22T13:33:08Z,Detecting state of aggression in sentences using CNN,"Rodmonga Potapova, Denis Gordeev",http://arxiv.org/pdf/1604.06650v1,No journal ref found,none,cs.CL,Summary11777,1604.06896v2,2016-04-23T11:53:43Z,Why and How to Pay Different Attention to Phrase Alignments of Different Intensities,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1604.06896v2,No journal ref found,none,cs.CL,Summary11778,1604.07370v2,2016-04-25T19:19:04Z,Parsing Argumentation Structures in Persuasive Essays,"Christian Stab, Iryna Gurevych",http://arxiv.org/pdf/1604.07370v2,No journal ref found,none,cs.CL,Summary11779,1604.07809v1,2016-04-26T19:31:08Z,Entities as topic labels: Improving topic interpretability and evaluability combining Entity Linking and Labeled LDA,"Federico Nanni, Pablo Ruiz Fabo",http://arxiv.org/pdf/1604.07809v1,No journal ref found,none,cs.CL,Summary11780,1604.08120v1,2016-04-27T15:52:18Z,Extracting Temporal and Causal Relations between Events,Paramita Mirza,http://arxiv.org/pdf/1604.08120v1,No journal ref found,none,cs.CL,Summary11781,1604.08242v2,2016-04-27T21:00:03Z,The IBM 2016 English Conversational Telephone Speech Recognition System,"George Saon, Tom Sercu, Steven Rennie, Hong-Kwang J. Kuo",http://arxiv.org/pdf/1604.08242v2,No journal ref found,none,cs.CL,Summary11782,1604.08561v1,2016-04-28T19:10:47Z,Comparing Fifty Natural Languages and Twelve Genetic Languages Using Word Embedding Language Divergence (WELD) as a Quantitative Measure of Language Distance,"Ehsaneddin Asgari, Mohammad R. K. Mofrad",http://arxiv.org/pdf/1604.08561v1,No journal ref found,none,cs.CL,Summary11783,1604.08633v2,2016-04-28T22:09:49Z,Word Ordering Without Syntax,"Allen Schmaltz, Alexander M. Rush, Stuart M. Shieber",http://arxiv.org/pdf/1604.08633v2,No journal ref found,none,cs.CL,Summary11784,1604.08672v2,2016-04-29T02:44:02Z,Distance Metric Learning for Aspect Phrase Grouping,"Shufeng Xiong, Yue Zhang, Donghong Ji, Yinxia Lou",http://arxiv.org/pdf/1604.08672v2,No journal ref found,none,cs.CL,Summary11785,1605.00090v3,2016-04-30T10:48:29Z,Response Selection with Topic Clues for Retrieval-based Chatbots,"Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou",http://arxiv.org/pdf/1605.00090v3,No journal ref found,none,cs.CL,Summary11786,1605.00482v3,2016-05-02T13:41:38Z,Compositional Sentence Representation from Character within Large Context Text,"Geonmin Kim, Hwaran Lee, Jisu Choi, Soo-young Lee",http://arxiv.org/pdf/1605.00482v3,No journal ref found,none,cs.CL,Summary11787,1605.01655v1,2016-05-05T17:07:54Z,Stance and Sentiment in Tweets,"Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko",http://arxiv.org/pdf/1605.01655v1,No journal ref found,none,cs.CL,Summary11788,1605.01744v1,2016-05-05T20:11:57Z,"Improving Automated Patent Claim Parsing: Dataset, System, and Experiments","Mengke Hu, David Cinciruk, John MacLaren Walsh",http://arxiv.org/pdf/1605.01744v1,No journal ref found,none,cs.CL,Summary11789,1605.01845v1,2016-05-06T07:30:53Z,Detecting Context Dependence in Exercise Item Candidates Selected from Corpora,Ildikó Pilán,http://arxiv.org/pdf/1605.01845v1,No journal ref found,none,cs.CL,Summary11790,1605.02019v1,2016-05-06T18:13:18Z,Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec,Christopher E Moody,http://arxiv.org/pdf/1605.02019v1,No journal ref found,none,cs.CL,Summary11791,1605.02134v1,2016-05-07T02:41:54Z,Neural Recovery Machine for Chinese Dropped Pronoun,"Wei-Nan Zhang, Ting Liu, Qingyu Yin, Yu Zhang",http://arxiv.org/pdf/1605.02134v1,No journal ref found,none,cs.CL,Summary11792,1605.02150v1,2016-05-07T06:39:57Z,On Improving Informativity and Grammaticality for Multi-Sentence Compression,"Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong, Fang Chen",http://arxiv.org/pdf/1605.02150v1,No journal ref found,none,cs.CL,Summary11793,1605.02257v1,2016-05-08T01:38:34Z,A corpus of preposition supersenses in English web reviews,"Nathan Schneider, Jena D. Hwang, Vivek Srikumar, Meredith Green, Kathryn Conger, Tim OGorman, Martha Palmer",http://arxiv.org/pdf/1605.02257v1,No journal ref found,none,cs.CL,Summary11794,1605.02276v3,2016-05-08T05:09:28Z,Problems With Evaluation of Word Embeddings Using Word Similarity Tasks,"Manaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, Chris Dyer",http://arxiv.org/pdf/1605.02276v3,No journal ref found,none,cs.CL,Summary11795,1605.02457v1,2016-05-09T07:48:40Z,The Controlled Natural Language of Randall Munroes Thing Explainer,Tobias Kuhn,http://arxiv.org/pdf/1605.02457v1,"Proceedings of the Fifth Workshop on Controlled Natural Language (CNL 2016), Springer 2016",none,cs.CL,Summary11796,1605.02592v1,2016-05-09T14:05:57Z,GLEU Without Tuning,"Courtney Napoles, Keisuke Sakaguchi, Matt Post, Joel Tetreault",http://arxiv.org/pdf/1605.02592v1,No journal ref found,none,cs.CL,Summary11797,1605.03148v2,2016-05-10T18:44:34Z,Coverage Embedding Models for Neural Machine Translation,"Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah",http://arxiv.org/pdf/1605.03148v2,No journal ref found,none,cs.CL,Summary11798,1605.03209v1,2016-05-10T20:50:56Z,Vocabulary Manipulation for Neural Machine Translation,"Haitao Mi, Zhiguo Wang, Abe Ittycheriah",http://arxiv.org/pdf/1605.03209v1,No journal ref found,none,cs.CL,Summary11799,1605.03284v2,2016-05-11T05:05:05Z,Machine Comprehension Based on Learning to Rank,"Tian Tian, Yuezhang Li",http://arxiv.org/pdf/1605.03284v2,No journal ref found,none,cs.CL,Summary11800,1605.03664v1,2016-05-12T03:18:12Z,Real-Time Web Scale Event Summarization Using Sequential Decision Making,"Chris Kedzie, Fernando Diaz, Kathleen McKeown",http://arxiv.org/pdf/1605.03664v1,No journal ref found,none,cs.CL,Summary11801,1605.03832v1,2016-05-12T14:37:51Z,Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning,"Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David Mortensen, Alan W Black, Lori Levin, Chris Dyer",http://arxiv.org/pdf/1605.03832v1,No journal ref found,none,cs.CL,Summary11802,1605.03852v2,2016-05-12T15:15:58Z,Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning,"Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Brian MacWhinney, Chris Dyer",http://arxiv.org/pdf/1605.03852v2,No journal ref found,none,cs.CL,Summary11803,1605.03924v2,2016-05-12T18:45:18Z,Joint Embeddings of Hierarchical Categories and Entities,"Yuezhang Li, Ronghuo Zheng, Tian Tian, Zhiting Hu, Rahul Iyer, Katia Sycara",http://arxiv.org/pdf/1605.03924v2,No journal ref found,none,cs.CL,Summary11804,1605.03956v1,2016-05-12T19:59:43Z,On the Convergent Properties of Word Embedding Methods,"Yingtao Tian, Vivek Kulkarni, Bryan Perozzi, Steven Skiena",http://arxiv.org/pdf/1605.03956v1,No journal ref found,none,cs.CL,Summary11805,1605.04002v1,2016-05-12T22:42:48Z,Which Learning Algorithms Can Generalize Identity-Based Rules to Novel Inputs?,"Paul Tupper, Bobak Shahriari",http://arxiv.org/pdf/1605.04002v1,No journal ref found,none,cs.CL,Summary11806,1605.04238v1,2016-05-13T16:25:38Z,Semantic Spaces,"Yuri Manin, Matilde Marcolli",http://arxiv.org/pdf/1605.04238v1,No journal ref found,none,cs.CL,Summary11807,1605.04278v2,2016-05-13T18:45:22Z,Universal Dependencies for Learner English,"Yevgeni Berzak, Jessica Kenney, Carolyn Spadine, Jing Xian Wang, Lucia Lam, Keiko Sophie Mori, Sebastian Garza, Boris Katz",http://arxiv.org/pdf/1605.04278v2,No journal ref found,none,cs.CL,Summary11808,1605.04359v1,2016-05-14T01:13:48Z,"Occurrence Statistics of Entities, Relations and Types on the Web","Aman Madaan, Sunita Sarawagi",http://arxiv.org/pdf/1605.04359v1,No journal ref found,none,cs.CL,Summary11809,1605.04469v3,2016-05-14T21:30:57Z,Rationale-Augmented Convolutional Neural Networks for Text Classification,"Ye Zhang, Iain Marshall, Byron C. Wallace",http://arxiv.org/pdf/1605.04469v3,No journal ref found,none,cs.CL,Summary11810,1605.04475v1,2016-05-14T22:11:07Z,Capturing divergence in dependency trees to improve syntactic projection,"Ryan Georgi, Fei Xia, William D. Lewis",http://arxiv.org/pdf/1605.04475v1,No journal ref found,none,cs.CL,Summary11811,1605.04481v3,2016-05-15T00:26:26Z,Anchoring and Agreement in Syntactic Annotations,"Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz",http://arxiv.org/pdf/1605.04481v3,No journal ref found,none,cs.CL,Summary11812,1605.04515v6,2016-05-15T09:41:00Z,Machine Translation Evaluation: A Survey,"Aaron Li-Feng Han, Derek Fai Wong",http://arxiv.org/pdf/1605.04515v6,No journal ref found,none,cs.CL,Summary11813,1605.04553v2,2016-05-15T14:00:06Z,A Proposal for Linguistic Similarity Datasets Based on Commonality Lists,"Dmitrijs Milajevs, Sascha Griffiths",http://arxiv.org/pdf/1605.04553v2,No journal ref found,none,cs.CL,Summary11814,1605.04569v2,2016-05-15T15:53:02Z,Syntactically Guided Neural Machine Translation,"Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne",http://arxiv.org/pdf/1605.04569v2,No journal ref found,none,cs.CL,Summary11815,1605.04800v2,2016-05-16T15:15:05Z,Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing,"Marcin Junczys-Dowmunt, Roman Grundkiewicz",http://arxiv.org/pdf/1605.04800v2,No journal ref found,none,cs.CL,Summary11816,1605.04809v3,2016-05-16T15:34:19Z,The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT,"Marcin Junczys-Dowmunt, Tomasz Dwojak, Rico Sennrich",http://arxiv.org/pdf/1605.04809v3,No journal ref found,none,cs.CL,Summary11817,1605.05101v1,2016-05-17T10:43:38Z,Recurrent Neural Network for Text Classification with Multi-Task Learning,"Pengfei Liu, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1605.05101v1,No journal ref found,none,cs.CL,Summary11818,1605.05110v2,2016-05-17T11:03:25Z,Incorporating Loose-Structured Knowledge into Conversation Modeling via Recall-Gate LSTM,"Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang",http://arxiv.org/pdf/1605.05110v2,No journal ref found,none,cs.CL,Summary11819,1605.05172v2,2016-05-17T14:07:43Z,Siamese convolutional networks based on phonetic features for cognate identification,Taraka Rama,http://arxiv.org/pdf/1605.05172v2,No journal ref found,none,cs.CL,Summary11820,1605.05416v1,2016-05-18T01:45:32Z,Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data,"Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup",http://arxiv.org/pdf/1605.05416v1,No journal ref found,none,cs.CL,Summary11821,1605.05573v2,2016-05-18T13:33:21Z,Modelling Interaction of Sentence Pair with coupled-LSTMs,"Pengfei Liu, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1605.05573v2,No journal ref found,none,cs.CL,Summary11822,1605.05906v1,2016-05-19T12:05:55Z,Automatic TM Cleaning through MT and POS Tagging: Autodesks Submission to the NLP4TM 2016 Shared Task,"Alena Zwahlen, Olivier Carnal, Samuel Läubli",http://arxiv.org/pdf/1605.05906v1,No journal ref found,none,cs.CL,Summary11823,1605.06353v2,2016-05-20T13:43:56Z,Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction,"Marcin Junczys-Dowmunt, Roman Grundkiewicz",http://arxiv.org/pdf/1605.06353v2,No journal ref found,none,cs.CL,Summary11824,1605.06770v1,2016-05-22T10:50:07Z,Automatic Construction of Discourse Corpora for Dialogue Translation,"Longyue Wang, Xiaojun Zhang, Zhaopeng Tu, Andy Way, Qun Liu",http://arxiv.org/pdf/1605.06770v1,No journal ref found,none,cs.CL,Summary11825,1605.07333v1,2016-05-24T08:20:12Z,Combining Recurrent and Convolutional Neural Networks for Relation Classification,"Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze",http://arxiv.org/pdf/1605.07333v1,No journal ref found,none,cs.CL,Summary11826,1605.07346v1,2016-05-24T09:19:05Z,Multi-Level Analysis and Annotation of Arabic Corpora for Text-to-Sign Language MT,"Abdelaziz Lakhfif, Mohammed T. Laskri, Eric Atwell",http://arxiv.org/pdf/1605.07346v1,No journal ref found,none,cs.CL,Summary11827,1605.07366v1,2016-05-24T10:28:43Z,Experiments in Linear Template Combination using Genetic Algorithms,"Nikhilesh Bhatnagar, Radhika Mamidi",http://arxiv.org/pdf/1605.07366v1,No journal ref found,none,cs.CL,Summary11828,1605.07515v2,2016-05-24T15:54:48Z,Neural Semantic Role Labeling with Dependency Path Embeddings,"Michael Roth, Mirella Lapata",http://arxiv.org/pdf/1605.07515v2,No journal ref found,none,cs.CL,Summary11829,1605.07683v3,2016-05-24T23:09:58Z,Learning End-to-End Goal-Oriented Dialog,"Antoine Bordes, Y-Lan Boureau, Jason Weston",http://arxiv.org/pdf/1605.07683v3,No journal ref found,none,cs.CL,Summary11830,1605.07766v1,2016-05-25T08:05:37Z,Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction,"Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu",http://arxiv.org/pdf/1605.07766v1,No journal ref found,none,cs.CL,Summary11831,1605.07843v1,2016-05-25T12:01:46Z,Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction,"Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou",http://arxiv.org/pdf/1605.07843v1,No journal ref found,none,cs.CL,Summary11832,1605.07869v2,2016-05-25T13:18:57Z,Variational Neural Machine Translation,"Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang",http://arxiv.org/pdf/1605.07869v2,No journal ref found,none,cs.CL,Summary11833,1605.07874v2,2016-05-25T13:29:07Z,BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings,"Biao Zhang, Deyi Xiong, Jinsong Su",http://arxiv.org/pdf/1605.07874v2,No journal ref found,none,cs.CL,Summary11834,1605.08675v1,2016-05-27T14:57:37Z,Boosting Question Answering by Deep Entity Recognition,Piotr Przybyła,http://arxiv.org/pdf/1605.08675v1,No journal ref found,none,cs.CL,Summary11835,1605.08889v2,2016-05-28T13:19:15Z,Building an Evaluation Scale using Item Response Theory,"John P. Lalor, Hao Wu, Hong Yu",http://arxiv.org/pdf/1605.08889v2,No journal ref found,none,cs.CL,Summary11836,1605.08900v2,2016-05-28T14:47:49Z,Aspect Level Sentiment Classification with Deep Memory Network,"Duyu Tang, Bing Qin, Ting Liu",http://arxiv.org/pdf/1605.08900v2,No journal ref found,none,cs.CL,Summary11837,1605.09090v1,2016-05-30T02:47:35Z,Learning Natural Language Inference using Bidirectional LSTM model and Inner-Attention,"Yang Liu, Chengjie Sun, Lei Lin, Xiaolong Wang",http://arxiv.org/pdf/1605.09090v1,No journal ref found,none,cs.CL,Summary11838,1605.09096v4,2016-05-30T03:54:18Z,Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change,"William L. Hamilton, Jure Leskovec, Dan Jurafsky",http://arxiv.org/pdf/1605.09096v4,No journal ref found,none,cs.CL,Summary11839,1606.00025v5,2016-05-31T20:09:59Z,"Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture","Sushrut Thorat, Varad Choudhari",http://arxiv.org/pdf/1606.00025v5,"Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, pages 2797-2806, Osaka, Japan, December 11-17 2016",none,cs.CL,Summary11840,1606.00189v1,2016-06-01T09:31:00Z,Neural Network Translation Models for Grammatical Error Correction,"Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng",http://arxiv.org/pdf/1606.00189v1,No journal ref found,none,cs.CL,Summary11841,1606.00210v1,2016-06-01T10:32:28Z,Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction,"Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng",http://arxiv.org/pdf/1606.00210v1,No journal ref found,none,cs.CL,Summary11842,1606.00294v1,2016-06-01T14:06:41Z,Improved Parsing for Argument-Clusters Coordination,"Jessica Ficler, Yoav Goldberg",http://arxiv.org/pdf/1606.00294v1,No journal ref found,none,cs.CL,Summary11843,1606.00499v2,2016-06-01T23:26:20Z,Generalizing and Hybridizing Count-based and Neural Language Models,"Graham Neubig, Chris Dyer",http://arxiv.org/pdf/1606.00499v2,No journal ref found,none,cs.CL,Summary11844,1606.00589v1,2016-06-02T08:57:14Z,Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection,"Katharina Kann, Hinrich Schütze",http://arxiv.org/pdf/1606.00589v1,No journal ref found,none,cs.CL,Summary11845,1606.00819v2,2016-06-02T19:35:46Z,Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations,"Alexandre Salle, Marco Idiart, Aline Villavicencio",http://arxiv.org/pdf/1606.00819v2,No journal ref found,none,cs.CL,Summary11846,1606.01151v2,2016-06-03T15:43:15Z,Privacy Protection for Natural Language Records: Neural Generative Models for Releasing Synthetic Twitter Data,"Alexander G. Ororbia II, Fridolin Linder, Joshua Snoke",http://arxiv.org/pdf/1606.01151v2,No journal ref found,none,cs.CL,Summary11847,1606.01161v1,2016-06-03T16:09:52Z,Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning,"Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu",http://arxiv.org/pdf/1606.01161v1,No journal ref found,none,cs.CL,Summary11848,1606.01283v1,2016-06-03T21:39:42Z,Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory,"Alexandre Salle, Marco Idiart, Aline Villavicencio",http://arxiv.org/pdf/1606.01283v1,No journal ref found,none,cs.CL,Summary11849,1606.01323v2,2016-06-04T04:08:45Z,Improving Coreference Resolution by Learning Entity-Level Distributed Representations,"Kevin Clark, Christopher D. Manning",http://arxiv.org/pdf/1606.01323v2,No journal ref found,none,cs.CL,Summary11850,1606.01341v2,2016-06-04T07:52:22Z,Neural Architectures for Fine-grained Entity Type Classification,"Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel",http://arxiv.org/pdf/1606.01341v2,No journal ref found,none,cs.CL,Summary11851,1606.01433v1,2016-06-04T23:22:41Z,Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction,Jason Alan Fries,http://arxiv.org/pdf/1606.01433v1,No journal ref found,none,cs.CL,Summary11852,1606.01541v4,2016-06-05T17:59:23Z,Deep Reinforcement Learning for Dialogue Generation,"Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky",http://arxiv.org/pdf/1606.01541v4,No journal ref found,none,cs.CL,Summary11853,1606.01545v2,2016-06-05T18:29:45Z,Neural Net Models for Open-Domain Discourse Coherence,"Jiwei Li, Dan Jurafsky",http://arxiv.org/pdf/1606.01545v2,No journal ref found,none,cs.CL,Summary11854,1606.01603v2,2016-06-06T02:45:47Z,Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution,"Ting Liu, Yiming Cui, Qingyu Yin, Shijin Wang, Weinan Zhang, Guoping Hu",http://arxiv.org/pdf/1606.01603v2,No journal ref found,none,cs.CL,Summary11855,1606.01614v3,2016-06-06T05:04:23Z,Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification,"Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger",http://arxiv.org/pdf/1606.01614v3,No journal ref found,none,cs.CL,Summary11856,1606.01700v2,2016-06-06T11:43:28Z,Gated Word-Character Recurrent Language Model,"Yasumasa Miyamoto, Kyunghyun Cho",http://arxiv.org/pdf/1606.01700v2,No journal ref found,none,cs.CL,Summary11857,1606.01792v1,2016-06-06T15:45:41Z,Neural Machine Translation with External Phrase Memory,"Yaohua Tang, Fandong Meng, Zhengdong Lu, Hang Li, Philip L. H. Yu",http://arxiv.org/pdf/1606.01792v1,No journal ref found,none,cs.CL,Summary11858,1606.01933v2,2016-06-06T20:30:57Z,A Decomposable Attention Model for Natural Language Inference,"Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit",http://arxiv.org/pdf/1606.01933v2,No journal ref found,none,cs.CL,Summary11859,1606.01990v1,2016-06-07T01:17:00Z,Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features,"Attapol T. Rutherford, Vera Demberg, Nianwen Xue",http://arxiv.org/pdf/1606.01990v1,No journal ref found,none,cs.CL,Summary11860,1606.01994v2,2016-06-07T01:36:07Z,CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases,"Zihang Dai, Lei Li, Wei Xu",http://arxiv.org/pdf/1606.01994v2,No journal ref found,none,cs.CL,Summary11861,1606.02003v1,2016-06-07T02:28:19Z,Memory-enhanced Decoder for Neural Machine Translation,"Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu",http://arxiv.org/pdf/1606.02003v1,No journal ref found,none,cs.CL,Summary11862,1606.02006v2,2016-06-07T02:40:42Z,Incorporating Discrete Translation Lexicons into Neural Machine Translation,"Philip Arthur, Graham Neubig, Satoshi Nakamura",http://arxiv.org/pdf/1606.02006v2,No journal ref found,none,cs.CL,Summary11863,1606.02012v1,2016-06-07T03:38:46Z,Can neural machine translation do simultaneous translation?,"Kyunghyun Cho, Masha Esipova",http://arxiv.org/pdf/1606.02012v1,No journal ref found,none,cs.CL,Summary11864,1606.02126v4,2016-06-07T13:00:48Z,Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs,"Chenhui Chu, Sadao Kurohashi",http://arxiv.org/pdf/1606.02126v4,No journal ref found,none,cs.CL,Summary11865,1606.02270v2,2016-06-07T19:27:04Z,Natural Language Comprehension with the EpiReader,"Adam Trischler, Zheng Ye, Xingdi Yuan, Kaheer Suleman",http://arxiv.org/pdf/1606.02270v2,No journal ref found,none,cs.CL,Summary11866,1606.02342v3,2016-06-07T21:58:41Z,Optimizing Spectral Learning for Parsing,"Shashi Narayan, Shay B. Cohen",http://arxiv.org/pdf/1606.02342v3,No journal ref found,none,cs.CL,Summary11867,1606.02461v1,2016-06-08T09:12:17Z,Learning Semantically and Additively Compositional Distributional Representations,"Ran Tian, Naoaki Okazaki, Kentaro Inui",http://arxiv.org/pdf/1606.02461v1,No journal ref found,none,cs.CL,Summary11868,1606.02514v1,2016-06-08T11:22:12Z,DefExt: A Semi Supervised Definition Extraction Tool,"Luis Espinosa-Anke, Roberto Carlini, Horacio Saggion, Francesco Ronzano",http://arxiv.org/pdf/1606.02514v1,No journal ref found,none,cs.CL,Summary11869,1606.02529v1,2016-06-08T12:44:51Z,Coordination Annotation Extension in the Penn Tree Bank,"Jessica Ficler, Yoav Goldberg",http://arxiv.org/pdf/1606.02529v1,No journal ref found,none,cs.CL,Summary11870,1606.02601v1,2016-06-08T15:24:22Z,A Joint Model for Word Embedding and Word Morphology,"Kris Cao, Marek Rei",http://arxiv.org/pdf/1606.02601v1,No journal ref found,none,cs.CL,Summary11871,1606.02638v1,2016-06-08T16:56:19Z,Addressing Limited Data for Textual Entailment Across Domains,"Chaitanya Shivade, Preethi Raghavan, Siddharth Patwardhan",http://arxiv.org/pdf/1606.02638v1,No journal ref found,none,cs.CL,Summary11872,1606.02680v1,2016-06-08T18:36:09Z,First Result on Arabic Neural Machine Translation,"Amjad Almahairi, Kyunghyun Cho, Nizar Habash, Aaron Courville",http://arxiv.org/pdf/1606.02680v1,No journal ref found,none,cs.CL,Summary11873,1606.02785v1,2016-06-09T00:15:23Z,Neural Network-Based Abstract Generation for Opinions and Arguments,"Lu Wang, Wang Ling",http://arxiv.org/pdf/1606.02785v1,No journal ref found,none,cs.CL,Summary11874,1606.02820v2,2016-06-09T04:28:10Z,Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora,"William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky",http://arxiv.org/pdf/1606.02820v2,No journal ref found,none,cs.CL,Summary11875,1606.02821v2,2016-06-09T04:42:12Z,Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change,"William L. Hamilton, Jure Leskovec, Dan Jurafsky",http://arxiv.org/pdf/1606.02821v2,No journal ref found,none,cs.CL,Summary11876,1606.02891v2,2016-06-09T10:06:28Z,Edinburgh Neural Machine Translation Systems for WMT 16,"Rico Sennrich, Barry Haddow, Alexandra Birch",http://arxiv.org/pdf/1606.02891v2,No journal ref found,none,cs.CL,Summary11877,1606.02892v2,2016-06-09T10:12:36Z,Linguistic Input Features Improve Neural Machine Translation,"Rico Sennrich, Barry Haddow",http://arxiv.org/pdf/1606.02892v2,No journal ref found,none,cs.CL,Summary11878,1606.03126v2,2016-06-09T21:33:55Z,Key-Value Memory Networks for Directly Reading Documents,"Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston",http://arxiv.org/pdf/1606.03126v2,No journal ref found,none,cs.CL,Summary11879,1606.03143v1,2016-06-09T23:32:41Z,PerSum: Novel Systems for Document Summarization in Persian,"Saeid Parvandeh, Shibamouli Lahiri, Fahimeh Boroumand",http://arxiv.org/pdf/1606.03143v1,No journal ref found,none,cs.CL,Summary11880,1606.03192v1,2016-06-10T05:55:58Z,PSDVec: a Toolbox for Incremental and Scalable Word Embedding,"Shaohua Li, Jun Zhu, Chunyan Miao",http://arxiv.org/pdf/1606.03192v1,No journal ref found,none,cs.CL,Summary11881,1606.03391v2,2016-06-10T16:54:51Z,Simple Question Answering by Attentive Convolutional Neural Network,"Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze",http://arxiv.org/pdf/1606.03391v2,No journal ref found,none,cs.CL,Summary11882,1606.03398v2,2016-06-10T17:14:11Z,Bootstrapping Distantly Supervised IE using Joint Learning and Small Well-structured Corpora,"Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen",http://arxiv.org/pdf/1606.03398v2,No journal ref found,none,cs.CL,Summary11883,1606.03622v1,2016-06-11T20:34:09Z,Data Recombination for Neural Semantic Parsing,"Robin Jia, Percy Liang",http://arxiv.org/pdf/1606.03622v1,No journal ref found,none,cs.CL,Summary11884,1606.03632v2,2016-06-11T21:24:43Z,Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data,"Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, Philip Bachman",http://arxiv.org/pdf/1606.03632v2,No journal ref found,none,cs.CL,Summary11885,1606.03676v2,2016-06-12T08:06:55Z,External Lexical Information for Multilingual Part-of-Speech Tagging,Benoît Sagot,http://arxiv.org/pdf/1606.03676v2,No journal ref found,none,cs.CL,Summary11886,1606.03821v2,2016-06-13T06:17:32Z,Learning to Generate Compositional Color Descriptions,"Will Monroe, Noah D. Goodman, Christopher Potts",http://arxiv.org/pdf/1606.03821v2,No journal ref found,none,cs.CL,Summary11887,1606.04164v1,2016-06-13T22:40:33Z,Zero-Resource Translation with Multi-Lingual Neural Machine Translation,"Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman Vural, Kyunghyun Cho",http://arxiv.org/pdf/1606.04164v1,No journal ref found,none,cs.CL,Summary11888,1606.04212v4,2016-06-14T06:49:40Z,Active Discriminative Text Representation Learning,"Ye Zhang, Matthew Lease, Byron C. Wallace",http://arxiv.org/pdf/1606.04212v4,No journal ref found,none,cs.CL,Summary11889,1606.04279v1,2016-06-14T09:43:36Z,Cross-Lingual Morphological Tagging for Low-Resource Languages,"Jan Buys, Jan A. Botha",http://arxiv.org/pdf/1606.04279v1,No journal ref found,none,cs.CL,Summary11890,1606.04300v2,2016-06-14T10:52:21Z,Neural Word Segmentation Learning for Chinese,"Deng Cai, Hai Zhao",http://arxiv.org/pdf/1606.04300v2,No journal ref found,none,cs.CL,Summary11891,1606.04503v1,2016-06-14T19:00:59Z,Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization,"Akanksha, Jacob Eisenstein",http://arxiv.org/pdf/1606.04503v1,No journal ref found,none,cs.CL,Summary11892,1606.04596v3,2016-06-15T00:22:27Z,Semi-Supervised Learning for Neural Machine Translation,"Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu",http://arxiv.org/pdf/1606.04596v3,No journal ref found,none,cs.CL,Summary11893,1606.04597v1,2016-06-15T00:28:51Z,Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora,"Chunyang Liu, Yang Liu, Huanbo Luan, Maosong Sun, Heng Yu",http://arxiv.org/pdf/1606.04597v1,No journal ref found,none,cs.CL,Summary11894,1606.04640v1,2016-06-15T04:47:43Z,Siamese CBOW: Optimizing Word Embeddings for Sentence Representations,"Tom Kenter, Alexey Borisov, Maarten de Rijke",http://arxiv.org/pdf/1606.04640v1,No journal ref found,none,cs.CL,Summary11895,1606.04754v1,2016-06-15T13:27:16Z,A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation,"Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho",http://arxiv.org/pdf/1606.04754v1,No journal ref found,none,cs.CL,Summary11896,1606.04835v4,2016-06-15T16:14:09Z,Learning Word Sense Embeddings from Word Sense Definitions,"Qi Li, Tianshi Li, Baobao Chang",http://arxiv.org/pdf/1606.04835v4,No journal ref found,none,cs.CL,Summary11897,1606.04870v1,2016-06-15T17:23:12Z,Smart Reply: Automated Response Suggestion for Email,"Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, Laszlo Lukacs, Marina Ganea, Peter Young, Vivek Ramavajjala",http://arxiv.org/pdf/1606.04870v1,No journal ref found,none,cs.CL,Summary11898,1606.04963v1,2016-06-15T20:08:01Z,The Edit Distance Transducer in Action: The University of Cambridge English-German System at WMT16,"Felix Stahlberg, Eva Hasler, Bill Byrne",http://arxiv.org/pdf/1606.04963v1,No journal ref found,none,cs.CL,Summary11899,1606.05029v1,2016-06-16T02:20:04Z,Simple and Effective Question Answering with Recurrent Neural Networks,"Ferhan Ture, Oliver Jojic",http://arxiv.org/pdf/1606.05029v1,No journal ref found,none,cs.CL,Summary11900,1606.05250v3,2016-06-16T16:36:00Z,"SQuAD: 100,000+ Questions for Machine Comprehension of Text","Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang",http://arxiv.org/pdf/1606.05250v3,No journal ref found,none,cs.CL,Summary11901,1606.05378v1,2016-06-16T21:57:11Z,Simpler Context-Dependent Logical Forms via Model Projections,"Reginald Long, Panupong Pasupat, Percy Liang",http://arxiv.org/pdf/1606.05378v1,No journal ref found,none,cs.CL,Summary11902,1606.05409v2,2016-06-17T02:49:52Z,Sense Embedding Learning for Word Sense Induction,"Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea",http://arxiv.org/pdf/1606.05409v2,No journal ref found,none,cs.CL,Summary11903,1606.05491v1,2016-06-17T11:51:25Z,Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings,"Ondřej Dušek, Filip Jurčíček",http://arxiv.org/pdf/1606.05491v1,"Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, pages 45-51, Berlin, Germany, August 7-12, 2016",none,cs.CL,Summary11904,1606.05545v2,2016-06-17T14:53:02Z,"Universal, Unsupervised (Rule-Based), Uncovered Sentiment Analysis","David Vilares, Carlos Gómez-Rodríguez, Miguel A. Alonso",http://arxiv.org/pdf/1606.05545v2,No journal ref found,none,cs.CL,Summary11905,1606.05679v2,2016-06-17T21:19:35Z,Two Discourse Driven Language Models for Semantics,"Haoruo Peng, Dan Roth",http://arxiv.org/pdf/1606.05679v2,No journal ref found,none,cs.CL,Summary11906,1606.05699v1,2016-06-17T22:52:09Z,Socially-Informed Timeline Generation for Complex Events,"Lu Wang, Claire Cardie, Galen Marchetti",http://arxiv.org/pdf/1606.05699v1,No journal ref found,none,cs.CL,Summary11907,1606.05702v1,2016-06-17T23:05:41Z,Query-Focused Opinion Summarization for User-Generated Content,"Lu Wang, Hema Raghavan, Claire Cardie, Vittorio Castelli",http://arxiv.org/pdf/1606.05702v1,No journal ref found,none,cs.CL,Summary11908,1606.05704v1,2016-06-17T23:22:39Z,A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection,"Lu Wang, Claire Cardie",http://arxiv.org/pdf/1606.05704v1,No journal ref found,none,cs.CL,Summary11909,1606.05706v1,2016-06-17T23:29:11Z,Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon,"Lu Wang, Claire Cardie",http://arxiv.org/pdf/1606.05706v1,No journal ref found,none,cs.CL,Summary11910,1606.05759v1,2016-06-18T14:34:07Z,Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT2015,"Hassan Sajjad, Nadir Durrani, Francisco Guzman, Preslav Nakov, Ahmed Abdelali, Stephan Vogel, Wael Salloum, Ahmed El Kholy, Nizar Habash",http://arxiv.org/pdf/1606.05759v1,No journal ref found,none,cs.CL,Summary11911,1606.05804v2,2016-06-18T20:38:42Z,Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema,"Patrick Verga, Arvind Neelakantan, Andrew McCallum",http://arxiv.org/pdf/1606.05804v2,No journal ref found,none,cs.CL,Summary11912,1606.05829v1,2016-06-19T03:17:29Z,Can Machine Generate Traditional Chinese Poetry? A Feigenbaum Test,"Qixin Wang, Tianyi Luo, Dong Wang",http://arxiv.org/pdf/1606.05829v1,No journal ref found,none,cs.CL,Summary11913,1606.05854v2,2016-06-19T11:03:47Z,Full-Time Supervision based Bidirectional RNN for Factoid Question Answering,"Dong Xu, Wu-Jun Li",http://arxiv.org/pdf/1606.05854v2,No journal ref found,none,cs.CL,Summary11914,1606.05967v1,2016-06-20T04:06:23Z,A Nonparametric Bayesian Approach for Spoken Term detection by Example Query,"Amir Hossein Harati Nejad Torbati, Joseph Picone",http://arxiv.org/pdf/1606.05967v1,No journal ref found,none,cs.CL,Summary11915,1606.05994v1,2016-06-20T07:15:55Z,The Role of CNL and AMR in Scalable Abstractive Summarization for Multilingual Media Monitoring,"Normunds Gruzitis, Guntis Barzdins",http://arxiv.org/pdf/1606.05994v1,"Controlled Natural Language, Lecture Notes in Computer Science, Vol. 9767, Springer, 2016, pp. 127-130",none,cs.CL,Summary11916,1606.06274v1,2016-06-20T19:53:53Z,A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language,"Vivek Datla, David Lin, Max Louwerse, Abhinav Vishnu",http://arxiv.org/pdf/1606.06274v1,No journal ref found,none,cs.CL,Summary11917,1606.06406v1,2016-06-21T03:20:59Z,Incremental Parsing with Minimal Features Using Bi-Directional LSTM,"James Cross, Liang Huang",http://arxiv.org/pdf/1606.06406v1,No journal ref found,none,cs.CL,Summary11918,1606.06640v1,2016-06-21T16:25:31Z,Neural Morphological Tagging from Characters for Morphologically Rich Languages,"Georg Heigold, Guenter Neumann, Josef van Genabith",http://arxiv.org/pdf/1606.06640v1,No journal ref found,none,cs.CL,Summary11919,1606.06710v1,2016-06-21T19:12:01Z,Correlation-based Intrinsic Evaluation of Word Vector Representations,"Yulia Tsvetkov, Manaal Faruqui, Chris Dyer",http://arxiv.org/pdf/1606.06710v1,No journal ref found,none,cs.CL,Summary11920,1606.06996v1,2016-06-22T16:00:52Z,The word entropy of natural languages,"Christian Bentz, Dimitrios Alikaniotis",http://arxiv.org/pdf/1606.06996v1,No journal ref found,none,cs.CL,Summary11921,1606.07046v2,2016-06-22T19:19:29Z,Semantic Parsing to Probabilistic Programs for Situated Question Answering,"Jayant Krishnamurthy, Oyvind Tafjord, Aniruddha Kembhavi",http://arxiv.org/pdf/1606.07046v2,No journal ref found,none,cs.CL,Summary11922,1606.07481v1,2016-06-23T21:23:29Z,CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks,"Jindřich Libovický, Jindřich Helcl, Marek Tlustý, Pavel Pecina, Ondřej Bojar",http://arxiv.org/pdf/1606.07481v1,No journal ref found,none,cs.CL,Summary11923,1606.07548v1,2016-06-24T02:57:04Z,A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization,"Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie",http://arxiv.org/pdf/1606.07548v1,No journal ref found,none,cs.CL,Summary11924,1606.07601v1,2016-06-24T08:35:01Z,Evaluation method of word embedding by roots and affixes,KeBin Peng,http://arxiv.org/pdf/1606.07601v1,No journal ref found,none,cs.CL,Summary11925,1606.07736v1,2016-06-24T15:59:14Z,Issues in evaluating semantic spaces using word analogies,Tal Linzen,http://arxiv.org/pdf/1606.07736v1,No journal ref found,none,cs.CL,Summary11926,1606.07772v3,2016-06-24T18:00:42Z,The emotional arcs of stories are dominated by six basic shapes,"Andrew J. Reagan, Lewis Mitchell, Dilan Kiley, Christopher M. Danforth, Peter Sheridan Dodds",http://arxiv.org/pdf/1606.07772v3,No journal ref found,none,cs.CL,Summary11927,1606.07783v1,2016-06-24T18:35:56Z,Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding,Ngoc Thang Vu,http://arxiv.org/pdf/1606.07783v1,No journal ref found,none,cs.CL,Summary11928,1606.07829v1,2016-06-24T20:17:44Z,Unsupervised Topic Modeling Approaches to Decision Summarization in Spoken Meetings,"Lu Wang, Claire Cardie",http://arxiv.org/pdf/1606.07829v1,No journal ref found,none,cs.CL,Summary11929,1606.07849v1,2016-06-24T22:49:56Z,Focused Meeting Summarization via Unsupervised Relation Extraction,"Lu Wang, Claire Cardie",http://arxiv.org/pdf/1606.07849v1,No journal ref found,none,cs.CL,Summary11930,1606.07901v1,2016-06-25T12:22:05Z,Corpus-level Fine-grained Entity Typing Using Contextual Information,"Yadollah Yaghoobzadeh, Hinrich Schütze",http://arxiv.org/pdf/1606.07901v1,No journal ref found,none,cs.CL,Summary11931,1606.07902v1,2016-06-25T12:27:17Z,Intrinsic Subspace Evaluation of Word Embedding Representations,"Yadollah Yaghoobzadeh, Hinrich Schütze",http://arxiv.org/pdf/1606.07902v1,No journal ref found,none,cs.CL,Summary11932,1606.07950v1,2016-06-25T19:08:19Z,Word sense disambiguation via bipartite representation of complex networks,"Edilson A. Correa Jr., Alneu de Andrade Lopes, Diego R. Amancio",http://arxiv.org/pdf/1606.07950v1,No journal ref found,none,cs.CL,Summary11933,1606.07965v1,2016-06-25T20:45:14Z,Summarizing Decisions in Spoken Meetings,"Lu Wang, Claire Cardie",http://arxiv.org/pdf/1606.07965v1,No journal ref found,none,cs.CL,Summary11934,1606.07967v1,2016-06-25T20:54:49Z,Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems,"Lu Wang, Larry Heck, Dilek Hakkani-Tur",http://arxiv.org/pdf/1606.07967v1,No journal ref found,none,cs.CL,Summary11935,1606.07993v1,2016-06-26T04:39:39Z,Learning for Biomedical Information Extraction: Methodological Review of Recent Advances,"Feifan Liu, Jinying Chen, Abhyuday Jagannatha, Hong Yu",http://arxiv.org/pdf/1606.07993v1,No journal ref found,none,cs.CL,Summary11936,1606.08003v1,2016-06-26T07:44:08Z,Functional Distributional Semantics,"Guy Emerson, Ann Copestake",http://arxiv.org/pdf/1606.08003v1,No journal ref found,none,cs.CL,Summary11937,1606.08089v1,2016-06-26T21:55:40Z,This before That: Causal Precedence in the Biomedical Domain,"Gus Hahn-Powell, Dane Bell, Marco A. Valenzuela-Escárcega, Mihai Surdeanu",http://arxiv.org/pdf/1606.08089v1,No journal ref found,none,cs.CL,Summary11938,1606.08270v1,2016-06-27T13:39:54Z,Evaluating Informal-Domain Word Representations With UrbanDictionary,"Naomi Saphra, Adam Lopez",http://arxiv.org/pdf/1606.08270v1,No journal ref found,none,cs.CL,Summary11939,1606.08340v2,2016-06-21T05:47:59Z,Topic Aware Neural Response Generation,"Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma",http://arxiv.org/pdf/1606.08340v2,No journal ref found,none,cs.CL,Summary11940,1606.08425v3,2016-06-27T19:48:40Z,Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context,"Elliot Schumacher, Maxine Eskenazi, Gwen Frishkoff, Kevyn Collins-Thompson",http://arxiv.org/pdf/1606.08425v3,No journal ref found,none,cs.CL,Summary11941,1606.08495v1,2016-06-27T22:00:21Z,Network-Efficient Distributed Word2vec Training System for Large Vocabularies,"Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens",http://arxiv.org/pdf/1606.08495v1,No journal ref found,none,cs.CL,Summary11942,1606.08513v3,2016-06-27T23:48:16Z,SelQA: A New Benchmark for Selection-based Question Answering,"Tomasz Jurczyk, Michael Zhai, Jinho D. Choi",http://arxiv.org/pdf/1606.08513v3,No journal ref found,none,cs.CL,Summary11943,1606.08733v2,2016-06-28T14:33:29Z,Recurrent Neural Networks for Dialogue State Tracking,"Ondřej Plátek, Petr Bělohlávek, Vojtěch Hudeček, Filip Jurčíček",http://arxiv.org/pdf/1606.08733v2,No journal ref found,none,cs.CL,Summary11944,1606.08821v1,2016-06-28T18:44:38Z,Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy,"Zhenhao Ge, Aravind Ganapathiraju, Ananth N. Iyer, Scott A. Randal, Felix I. Wyss",http://arxiv.org/pdf/1606.08821v1,No journal ref found,none,cs.CL,Summary11945,1606.09370v1,2016-06-30T07:10:07Z,Relation extraction from clinical texts using domain invariant convolutional neural network,"Sunil Kumar Sahu, Ashish Anand, Krishnadev Oruganty, Mahanandeeshwar Gattu",http://arxiv.org/pdf/1606.09370v1,No journal ref found,none,cs.CL,Summary11946,1606.09371v1,2016-06-30T07:15:56Z,Recurrent neural network models for disease name recognition using domain invariant features,"Sunil Kumar Sahu, Ashish Anand",http://arxiv.org/pdf/1606.09371v1,No journal ref found,none,cs.CL,Summary11947,1606.09560v1,2016-06-30T16:32:00Z,Neural Network-based Word Alignment through Score Aggregation,"Joel Legrand, Michael Auli, Ronan Collobert",http://arxiv.org/pdf/1606.09560v1,No journal ref found,none,cs.CL,Summary11948,1606.09600v1,2016-06-30T18:10:46Z,Exploring Prediction Uncertainty in Machine Translation Quality Estimation,"Daniel Beck, Lucia Specia, Trevor Cohn",http://arxiv.org/pdf/1606.09600v1,No journal ref found,none,cs.CL,Summary11949,1606.09604v1,2016-06-30T18:23:47Z,SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction,"Marco A. Valenzuela-Escarcega, Gus Hahn-Powell, Dane Bell, Mihai Surdeanu",http://arxiv.org/pdf/1606.09604v1,No journal ref found,none,cs.CL,Summary11950,1606.09636v2,2016-06-30T19:47:17Z,Representation of texts as complex networks: a mesoscopic approach,"Henrique F. de Arruda, Filipi N. Silva, Vanessa Q. Marinho, Diego R. Amancio, Luciano da F. Costa",http://arxiv.org/pdf/1606.09636v2,No journal ref found,none,cs.CL,Summary11951,1607.00030v2,2016-06-30T20:35:47Z,HUME: Human UCCA-Based Evaluation of Machine Translation,"Alexandra Birch, Omri Abend, Ondrej Bojar, Barry Haddow",http://arxiv.org/pdf/1607.00030v2,No journal ref found,none,cs.CL,Summary11952,1607.00070v1,2016-06-30T22:51:00Z,A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems,"Layla El Asri, Jing He, Kaheer Suleman",http://arxiv.org/pdf/1607.00070v1,No journal ref found,none,cs.CL,Summary11953,1607.00139v2,2016-07-01T07:50:02Z,TensiStrength: Stress and relaxation magnitude detection for social media texts,Mike Thelwall,http://arxiv.org/pdf/1607.00139v2,No journal ref found,none,cs.CL,Summary11954,1607.00198v1,2016-07-01T10:35:59Z,Sharing Network Parameters for Crosslingual Named Entity Recognition,"Rudra Murthy V, Mitesh Khapra, Pushpak Bhattacharyya",http://arxiv.org/pdf/1607.00198v1,No journal ref found,none,cs.CL,Summary11955,1607.00225v1,2016-07-01T12:48:35Z,Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource,"Stéphan Tulkens, Chris Emmery, Walter Daelemans",http://arxiv.org/pdf/1607.00225v1,No journal ref found,none,cs.CL,Summary11956,1607.00359v1,2016-07-01T19:20:50Z,Moving Toward High Precision Dynamical Modelling in Hidden Markov Models,"Sébastien Gagnon, Jean Rouat",http://arxiv.org/pdf/1607.00359v1,No journal ref found,none,cs.CL,Summary11957,1607.00534v1,2016-07-02T17:17:22Z,Text comparison using word vector representations and dimensionality reduction,Hendrik Heuer,http://arxiv.org/pdf/1607.00534v1,No journal ref found,none,cs.CL,Summary11958,1607.00578v1,2016-07-03T02:18:16Z,Context-Dependent Word Representation for Neural Machine Translation,"Heeyoul Choi, Kyunghyun Cho, Yoshua Bengio",http://arxiv.org/pdf/1607.00578v1,No journal ref found,none,cs.CL,Summary11959,1607.00718v1,2016-07-04T01:55:17Z,Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization,"Minsoo Kim, Moirangthem Dennis Singh, Minho Lee",http://arxiv.org/pdf/1607.00718v1,No journal ref found,none,cs.CL,Summary11960,1607.01133v1,2016-07-05T07:31:22Z,Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection,"Meng Fang, Trevor Cohn",http://arxiv.org/pdf/1607.01133v1,No journal ref found,none,cs.CL,Summary11961,1607.01149v1,2016-07-05T08:51:21Z,Target-Side Context for Discriminative Models in Statistical Machine Translation,"Aleš Tamchyna, Alexander Fraser, Ondřej Bojar, Marcin Junczys-Dowmunt",http://arxiv.org/pdf/1607.01149v1,No journal ref found,none,cs.CL,Summary11962,1607.01426v2,2016-07-05T21:59:04Z,"Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks","Rajarshi Das, Arvind Neelakantan, David Belanger, Andrew McCallum",http://arxiv.org/pdf/1607.01426v2,No journal ref found,none,cs.CL,Summary11963,1607.01432v2,2016-07-05T22:25:10Z,Global Neural CCG Parsing with Optimality Guarantees,"Kenton Lee, Mike Lewis, Luke Zettlemoyer",http://arxiv.org/pdf/1607.01432v2,No journal ref found,none,cs.CL,Summary11964,1607.01485v1,2016-07-06T06:25:07Z,Extracting Formal Models from Normative Texts,"John J. Camilleri, Normunds Gruzitis, Gerardo Schneider",http://arxiv.org/pdf/1607.01485v1,"Natural Language Processing and Information Systems, Lecture Notes in Computer Science, Vol. 9612, Springer, 2016, pp. 403-408",none,cs.CL,Summary11965,1607.01759v3,2016-07-06T19:40:15Z,Bag of Tricks for Efficient Text Classification,"Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov",http://arxiv.org/pdf/1607.01759v3,No journal ref found,none,cs.CL,Summary11966,1607.01856v1,2016-07-07T02:25:57Z,Neural Name Translation Improves Neural Machine Translation,"Xiaoqing Li, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1607.01856v1,No journal ref found,none,cs.CL,Summary11967,1607.02789v1,2016-07-10T21:59:19Z,Charagram: Embedding Words and Sentences via Character n-grams,"John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1607.02789v1,No journal ref found,none,cs.CL,Summary11968,1607.02791v1,2016-07-10T22:25:43Z,Syntactic Phylogenetic Trees,"Kevin Shu, Sharjeel Aziz, Vy-Luan Huynh, David Warrick, Matilde Marcolli",http://arxiv.org/pdf/1607.02791v1,No journal ref found,none,cs.CL,Summary11969,1607.02810v4,2016-07-11T02:46:48Z,The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction,"Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony Nguyen",http://arxiv.org/pdf/1607.02810v4,No journal ref found,none,cs.CL,Summary11970,1607.03542v2,2016-07-12T23:13:26Z,Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge,"Matt Gardner, Jayant Krishnamurthy",http://arxiv.org/pdf/1607.03542v2,No journal ref found,none,cs.CL,Summary11971,1607.04853v2,2016-07-17T11:15:38Z,An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks,"Anirban Laha, Vikas Raykar",http://arxiv.org/pdf/1607.04853v2,No journal ref found,none,cs.CL,Summary11972,1607.04982v1,2016-07-18T09:04:31Z,Dependency Language Models for Transition-based Dependency Parsing,"Juntao Yu, Bernd Bohnet",http://arxiv.org/pdf/1607.04982v1,No journal ref found,none,cs.CL,Summary11973,1607.05014v2,2016-07-18T10:59:39Z,Language classification from bilingual word embedding graphs,"Steffen Eger, Armin Hoenen, Alexander Mehler",http://arxiv.org/pdf/1607.05014v2,COLING 2016,none,cs.CL,Summary11974,1607.05142v1,2016-07-18T15:51:11Z,Joint Event Detection and Entity Resolution: a Virtuous Cycle,"Matthias Galle, Jean-Michel Renders, Guillaume Jacquet",http://arxiv.org/pdf/1607.05142v1,No journal ref found,none,cs.CL,Summary11975,1607.05368v1,2016-07-19T01:55:55Z,An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation,"Jey Han Lau, Timothy Baldwin",http://arxiv.org/pdf/1607.05368v1,"Proceedings of the 1st Workshop on Representation Learning for NLP, Berlin, Germany, pp. 78--86",none,cs.CL,Summary11976,1607.05408v1,2016-07-19T05:38:58Z,Discriminating between similar languages in Twitter using label propagation,"Will Radford, Matthias Galle",http://arxiv.org/pdf/1607.05408v1,No journal ref found,none,cs.CL,Summary11977,1607.05755v3,2016-07-10T19:14:00Z,A New Bengali Readability Score,"Shanta Phani, Shibamouli Lahiri, Arindam Biswas",http://arxiv.org/pdf/1607.05755v3,No journal ref found,none,cs.CL,Summary11978,1607.05818v1,2016-07-20T04:22:50Z,An Adaptation of Topic Modeling to Sentences,"Ruey-Cheng Chen, Reid Swanson, Andrew S. Gordon",http://arxiv.org/pdf/1607.05818v1,No journal ref found,none,cs.CL,Summary11979,1607.05822v2,2016-07-20T04:38:01Z,Incremental Learning for Fully Unsupervised Word Segmentation Using Penalized Likelihood and Model Selection,Ruey-Cheng Chen,http://arxiv.org/pdf/1607.05822v2,No journal ref found,none,cs.CL,Summary11980,1607.06208v1,2016-07-21T06:49:02Z,Exploring phrase-compositionality in skip-gram models,"Xiaochang Peng, Daniel Gildea",http://arxiv.org/pdf/1607.06208v1,No journal ref found,none,cs.CL,Summary11981,1607.06221v2,2016-07-21T07:48:08Z,A Perspective on Sentiment Analysis,"K Paramesha, K C Ravishankar",http://arxiv.org/pdf/1607.06221v2,"Proceedings of ERCICA 2014 - Emerging Research in Computing Information Communication and Applications, Vol. 1, Elsevier, NMIT, Bengaluru,India, 2014, pp. 412-418",none,cs.CL,Summary11982,1607.06299v1,2016-07-21T12:43:21Z,Opinion Mining in Online Reviews About Distance Education Programs,"Janik Jaskolski, Fabian Siegberg, Thomas Tibroni, Philipp Cimiano, Roman Klinger",http://arxiv.org/pdf/1607.06299v1,No journal ref found,none,cs.CL,Summary11983,1607.06330v1,2016-06-01T09:39:12Z,La representación de la variación contextual mediante definiciones terminológicas flexibles,Antonio San Martín,http://arxiv.org/pdf/1607.06330v1,No journal ref found,none,cs.CL,Summary11984,1607.06556v1,2016-07-22T04:21:54Z,Syntax-based Attention Model for Natural Language Inference,"PengFei Liu, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1607.06556v1,No journal ref found,none,cs.CL,Summary11985,1607.06852v1,2016-07-22T22:05:20Z,CFGs-2-NLU: Sequence-to-Sequence Learning for Mapping Utterances to Semantics and Pragmatics,"Adam James Summerville, James Ryan, Michael Mateas, Noah Wardrip-Fruin",http://arxiv.org/pdf/1607.06852v1,No journal ref found,none,cs.CL,Summary11986,1607.06952v1,2016-07-23T16:22:23Z,Neural Sentence Ordering,"Xinchi Chen, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1607.06952v1,No journal ref found,none,cs.CL,Summary11987,1607.06961v1,2016-07-23T19:07:53Z,Authorship attribution via network motifs identification,"Vanessa Queiroz Marinho, Graeme Hirst, Diego Raphael Amancio",http://arxiv.org/pdf/1607.06961v1,"2016 5th Brazilian Conference on Intelligent Systems (BRACIS), Recife, Brazil, 2016, pp. 355-360",none,cs.CL,Summary11988,1607.07057v3,2016-07-24T15:40:36Z,Latent Tree Language Model,Tomas Brychcin,http://arxiv.org/pdf/1607.07057v3,No journal ref found,none,cs.CL,Summary11989,1607.07565v1,2016-07-26T07:22:52Z,Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction,"Michael Spranger, Jakob Suchan, Mehul Bhatt, Manfred Eppe",http://arxiv.org/pdf/1607.07565v1,No journal ref found,none,cs.CL,Summary11990,1607.07630v1,2016-07-26T10:37:24Z,Grounded Lexicon Acquisition - Case Studies in Spatial Language,Michael Spranger,http://arxiv.org/pdf/1607.07630v1,No journal ref found,none,cs.CL,Summary11991,1607.07657v1,2016-07-26T12:04:31Z,Machine Learned Resume-Job Matching Solution,"Yiou Lin, Hang Lei, Prince Clement Addo, Xiaoyu Li",http://arxiv.org/pdf/1607.07657v1,No journal ref found,none,cs.CL,Summary11992,1607.07931v1,2016-07-27T01:44:54Z,Synthetic Language Generation and Model Validation in BEAST2,Stuart Bradley,http://arxiv.org/pdf/1607.07931v1,No journal ref found,none,cs.CL,Summary11993,1607.08692v2,2016-07-29T06:28:32Z,A Novel Bilingual Word Embedding Method for Lexical Translation Using Bilingual Sense Clique,"Rui Wang, Hai Zhao, Sabine Ploux, Bao-Liang Lu, Masao Utiyama, Eiichiro Sumita",http://arxiv.org/pdf/1607.08692v2,No journal ref found,none,cs.CL,Summary11994,1607.08693v1,2016-07-29T06:29:37Z,Connecting Phrase based Statistical Machine Translation Adaptation,"Rui Wang, Hai Zhao, Bao-Liang Lu, Masao Utiyama, Eiichro Sumita",http://arxiv.org/pdf/1607.08693v1,It is published in COLING 2016,none,cs.CL,Summary11995,1607.08725v1,2016-07-29T08:35:10Z,Recurrent Neural Machine Translation,"Biao Zhang, Deyi Xiong, Jinsong Su",http://arxiv.org/pdf/1607.08725v1,No journal ref found,none,cs.CL,Summary11996,1607.08885v1,2016-07-29T18:22:02Z,Authorship Verification - An Approach based on Random Forest,"Promita Maitra, Souvick Ghosh, Dipankar Das",http://arxiv.org/pdf/1607.08885v1,No journal ref found,none,cs.CL,Summary11997,1608.00112v1,2016-07-30T12:39:19Z,Supervised Attentions for Neural Machine Translation,"Haitao Mi, Zhiguo Wang, Abe Ittycheriah",http://arxiv.org/pdf/1608.00112v1,No journal ref found,none,cs.CL,Summary11998,1608.00293v1,2016-08-01T01:18:53Z,Left-corner Methods for Syntactic Modeling with Universal Structural Constraints,Hiroshi Noji,http://arxiv.org/pdf/1608.00293v1,No journal ref found,none,cs.CL,Summary11999,1608.00339v1,2016-08-01T07:30:38Z,Crowd-sourcing NLG Data: Pictures Elicit Better Data,"Jekaterina Novikova, Oliver Lemon, Verena Rieser",http://arxiv.org/pdf/1608.00339v1,No journal ref found,none,cs.CL,Summary12000,1608.00508v1,2016-08-01T17:51:03Z,Improving Phoneme segmentation with Recurrent Neural Networks,"Paul Michel, Okko Räsänen, Roland Thiollière, Emmanuel Dupoux",http://arxiv.org/pdf/1608.00508v1,No journal ref found,none,cs.CL,Summary12001,1608.00612v1,2016-08-01T20:54:22Z,Structured prediction models for RNN based sequence labeling in clinical text,"Abhyuday Jagannatha, Hong Yu",http://arxiv.org/pdf/1608.00612v1,No journal ref found,none,cs.CL,Summary12002,1608.00789v1,2016-08-02T12:31:06Z,New word analogy corpus for exploring embeddings of Czech words,"Lukáš Svoboda, Tomáš Brychcín",http://arxiv.org/pdf/1608.00789v1,No journal ref found,none,cs.CL,Summary12003,1608.00841v1,2016-08-02T14:35:31Z,Semantic Representations of Word Senses and Concepts,"José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar",http://arxiv.org/pdf/1608.00841v1,No journal ref found,none,cs.CL,Summary12004,1608.00869v4,2016-08-02T15:35:12Z,SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity,"Daniela Gerz, Ivan Vulić, Felix Hill, Roi Reichart, Anna Korhonen",http://arxiv.org/pdf/1608.00869v4,No journal ref found,none,cs.CL,Summary12005,1608.00892v3,2016-08-02T16:39:10Z,Knowledge Distillation for Small-footprint Highway Networks,"Liang Lu, Michelle Guo, Steve Renals",http://arxiv.org/pdf/1608.00892v3,No journal ref found,none,cs.CL,Summary12006,1608.00929v1,2016-08-02T18:45:53Z,Efficient Segmental Cascades for Speech Recognition,"Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu",http://arxiv.org/pdf/1608.00929v1,No journal ref found,none,cs.CL,Summary12007,1608.01056v2,2016-08-03T02:21:16Z,Morphological Priors for Probabilistic Neural Word Embeddings,"Parminder Bhatia, Robert Guthrie, Jacob Eisenstein",http://arxiv.org/pdf/1608.01056v2,No journal ref found,none,cs.CL,Summary12008,1608.01084v1,2016-08-03T06:24:01Z,To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation,"Christian Hadiwinoto, Yang Liu, Hwee Tou Ng",http://arxiv.org/pdf/1608.01084v1,Proceedings of AAAI-16. (pp. 2943--2949) (2016),none,cs.CL,Summary12009,1608.01403v1,2016-08-04T00:36:48Z,"Words, Concepts, and the Geometry of Analogy","Stephen McGregor, Matthew Purver, Geraint Wiggins",http://arxiv.org/pdf/1608.01403v1,"EPTCS 221, 2016, pp. 39-48",none,cs.CL,Summary12010,1608.01405v1,2016-08-04T00:37:07Z,Entailment Relations on Distributions,John van de Wetering,http://arxiv.org/pdf/1608.01405v1,"EPTCS 221, 2016, pp. 58-66",none,cs.CL,Summary12011,1608.01413v2,2016-08-04T01:47:23Z,Solving General Arithmetic Word Problems,"Subhro Roy, Dan Roth",http://arxiv.org/pdf/1608.01413v2,No journal ref found,none,cs.CL,Summary12012,1608.01448v2,2016-08-04T07:37:54Z,Word Segmentation on Micro-blog Texts with External Lexicon and Heterogeneous Data,"Qingrong Xia, Zhenghua Li, Jiayuan Chao, Min Zhang",http://arxiv.org/pdf/1608.01448v2,No journal ref found,none,cs.CL,Summary12013,1608.01561v1,2016-08-04T14:44:52Z,UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval,"Paheli Bhattacharya, Pawan Goyal, Sudeshna Sarkar",http://arxiv.org/pdf/1608.01561v1,No journal ref found,none,cs.CL,Summary12014,1608.01910v1,2016-08-05T15:11:58Z,Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation,"Pranava Swaroop Madhyastha, Cristina España-Bonet",http://arxiv.org/pdf/1608.01910v1,No journal ref found,none,cs.CL,Summary12015,1608.01965v1,2016-07-29T20:33:22Z,Text authorship identified using the dynamics of word co-occurrence networks,"Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira Jr",http://arxiv.org/pdf/1608.01965v1,"PLoS ONE 12(1): e0170527, 2017",none,cs.CL,Summary12016,1608.02025v2,2016-08-05T21:27:00Z,Boundary-based MWE segmentation with text partitioning,Jake Ryland Williams,http://arxiv.org/pdf/1608.02025v2,No journal ref found,none,cs.CL,Summary12017,1608.02094v1,2016-08-06T10:47:05Z,Desiderata for Vector-Space Word Representations,Leon Derczynski,http://arxiv.org/pdf/1608.02094v1,No journal ref found,none,cs.CL,Summary12018,1608.02097v1,2016-08-06T11:41:05Z,Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding,"Su Zhu, Kai Yu",http://arxiv.org/pdf/1608.02097v1,No journal ref found,none,cs.CL,Summary12019,1608.02117v1,2016-08-06T15:29:34Z,HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment,"Ivan Vulić, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen",http://arxiv.org/pdf/1608.02117v1,No journal ref found,none,cs.CL,Summary12020,1608.02214v2,2016-08-07T13:28:46Z,Robsut Wrod Reocginiton via semi-Character Recurrent Neural Network,"Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme",http://arxiv.org/pdf/1608.02214v2,No journal ref found,none,cs.CL,Summary12021,1608.02784v1,2016-08-09T12:26:19Z,Canonical Correlation Inference for Mapping Abstract Scenes to Text,"Helen Jiang, Nikos Papasarantopoulos, Shay B. Cohen",http://arxiv.org/pdf/1608.02784v1,No journal ref found,none,cs.CL,Summary12022,1608.02926v2,2016-08-09T19:40:21Z,A pragmatic theory of generic language,"Michael Henry Tessler, Noah D. Goodman",http://arxiv.org/pdf/1608.02926v2,No journal ref found,none,cs.CL,Summary12023,1608.02927v1,2016-08-09T19:42:14Z,Temporal Attention Model for Neural Machine Translation,"Baskaran Sankaran, Haitao Mi, Yaser Al-Onaizan, Abe Ittycheriah",http://arxiv.org/pdf/1608.02927v1,No journal ref found,none,cs.CL,Summary12024,1608.03030v1,2016-08-10T03:05:26Z,Hierarchical Character-Word Models for Language Identification,"Aaron Jaech, George Mulcaire, Shobhit Hathi, Mari Ostendorf, Noah A. Smith",http://arxiv.org/pdf/1608.03030v1,No journal ref found,none,cs.CL,Summary12025,1608.03065v1,2016-08-10T07:45:46Z,An assessment of orthographic similarity measures for several African languages,C. Maria Keet,http://arxiv.org/pdf/1608.03065v1,No journal ref found,none,cs.CL,Summary12026,1608.03448v1,2016-08-11T13:10:02Z,"Sex, drugs, and violence","Stefania Raimondo, Frank Rudzicz",http://arxiv.org/pdf/1608.03448v1,No journal ref found,none,cs.CL,Summary12027,1608.03542v1,2016-08-11T17:34:12Z,WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia,"Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey, David Berthelot",http://arxiv.org/pdf/1608.03542v1,No journal ref found,none,cs.CL,Summary12028,1608.03587v2,2016-08-11T09:01:04Z,The statistical trade-off between word order and word structure - large-scale evidence for the principle of least effort,"Alexander Koplenig, Peter Meyer, Sascha Wolfer, Carolin Mueller-Spitzer",http://arxiv.org/pdf/1608.03587v2,No journal ref found,none,cs.CL,Summary12029,1608.03803v1,2016-08-12T14:15:13Z,Redefining part-of-speech classes with distributional semantic models,"Andrey Kutuzov, Erik Velldal, Lilja Øvrelid",http://arxiv.org/pdf/1608.03803v1,"Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning, 2016, pp. 115-125",none,cs.CL,Summary12030,1608.03995v1,2016-08-13T15:54:10Z,Analysis of Morphology in Topic Modeling,"Chandler May, Ryan Cotterell, Benjamin Van Durme",http://arxiv.org/pdf/1608.03995v1,No journal ref found,none,cs.CL,Summary12031,1608.04207v3,2016-08-15T08:51:38Z,Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks,"Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg",http://arxiv.org/pdf/1608.04207v3,No journal ref found,none,cs.CL,Summary12032,1608.04434v1,2016-08-15T23:09:21Z,Natural Language Processing using Hadoop and KOSHIK,"Emre Erturk, Hong Shi",http://arxiv.org/pdf/1608.04434v1,No journal ref found,none,cs.CL,Summary12033,1608.04465v1,2016-08-16T02:33:21Z,"Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees","Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn",http://arxiv.org/pdf/1608.04465v1,No journal ref found,none,cs.CL,Summary12034,1608.04485v1,2016-08-16T05:04:46Z,Authorship clustering using multi-headed recurrent neural networks,Douglas Bagnall,http://arxiv.org/pdf/1608.04485v1,No journal ref found,none,cs.CL,Summary12035,1608.04631v2,2016-08-16T15:04:18Z,Neural versus Phrase-Based Machine Translation Quality: a Case Study,"Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, Marcello Federico",http://arxiv.org/pdf/1608.04631v2,No journal ref found,none,cs.CL,Summary12036,1608.04767v1,2016-08-14T16:23:55Z,Proceedings of the LexSem+Logics Workshop 2016,"Steven Neale, Valeria de Paiva, Arantxa Otegi, Alexandre Rademaker",http://arxiv.org/pdf/1608.04767v1,No journal ref found,none,cs.CL,Summary12037,1608.04983v1,2016-08-17T14:43:17Z,Ensemble of Jointly Trained Deep Neural Network-Based Acoustic Models for Reverberant Speech Recognition,"Jeehye Lee, Myungin Lee, Joon-Hyuk Chang",http://arxiv.org/pdf/1608.04983v1,No journal ref found,none,cs.CL,Summary12038,1608.05014v4,2016-08-17T16:27:49Z,Path-based vs. Distributional Information in Recognizing Lexical Semantic Relations,"Vered Shwartz, Ido Dagan",http://arxiv.org/pdf/1608.05014v4,No journal ref found,none,cs.CL,Summary12039,1608.05129v1,2016-08-17T23:32:57Z,SlangSD: Building and Using a Sentiment Dictionary of Slang Words for Short-Text Sentiment Classification,"Liang Wu, Fred Morstatter, Huan Liu",http://arxiv.org/pdf/1608.05129v1,No journal ref found,none,cs.CL,Summary12040,1608.05243v1,2016-08-18T11:41:45Z,Multilingual Modal Sense Classification using a Convolutional Neural Network,"Ana Marasović, Anette Frank",http://arxiv.org/pdf/1608.05243v1,No journal ref found,none,cs.CL,Summary12041,1608.05374v1,2016-08-18T18:58:39Z,DNN-based Speech Synthesis for Indian Languages from ASCII text,"Srikanth Ronanki, Siva Reddy, Bajibabu Bollepalli, Simon King",http://arxiv.org/pdf/1608.05374v1,No journal ref found,none,cs.CL,Summary12042,1608.05426v2,2016-08-18T20:27:46Z,A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments,"Omer Levy, Anders Søgaard, Yoav Goldberg",http://arxiv.org/pdf/1608.05426v2,No journal ref found,none,cs.CL,Summary12043,1608.05457v1,2016-08-19T00:13:10Z,Who did What: A Large-Scale Person-Centered Cloze Dataset,"Takeshi Onishi, Hai Wang, Mohit Bansal, Kevin Gimpel, David McAllester",http://arxiv.org/pdf/1608.05457v1,No journal ref found,none,cs.CL,Summary12044,1608.05528v1,2016-08-19T08:30:35Z,Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations,"Ivan Vulić, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen",http://arxiv.org/pdf/1608.05528v1,No journal ref found,none,cs.CL,Summary12045,1608.05554v1,2016-08-19T09:48:13Z,Learning to Start for Sequence to Sequence Architecture,"Qingfu Zhu, Weinan Zhang, Lianqiang Zhou, Ting Liu",http://arxiv.org/pdf/1608.05554v1,No journal ref found,none,cs.CL,Summary12046,1608.05604v1,2016-08-19T14:03:46Z,Modeling Human Reading with Neural Attention,"Michael Hahn, Frank Keller",http://arxiv.org/pdf/1608.05604v1,No journal ref found,none,cs.CL,Summary12047,1608.05605v1,2016-08-19T14:05:03Z,Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts,"Stéphan Tulkens, Simon Šuster, Walter Daelemans",http://arxiv.org/pdf/1608.05605v1,"Proceedings of the 15th Workshop on Biomedical Natural Language Processing, Berlin, Germany, 2016, pages 77-82. Association for Computational Linguistics",none,cs.CL,Summary12048,1608.05777v1,2016-08-20T03:43:29Z,Topic Sensitive Neural Headline Generation,"Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun",http://arxiv.org/pdf/1608.05777v1,No journal ref found,none,cs.CL,Summary12049,1608.05859v3,2016-08-20T18:32:05Z,Using the Output Embedding to Improve Language Models,"Ofir Press, Lior Wolf",http://arxiv.org/pdf/1608.05859v3,No journal ref found,none,cs.CL,Summary12050,1608.06043v2,2016-08-22T03:19:27Z,Context Gates for Neural Machine Translation,"Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, Hang Li",http://arxiv.org/pdf/1608.06043v2,No journal ref found,none,cs.CL,Summary12051,1608.06111v4,2016-08-22T10:30:18Z,An Incremental Parser for Abstract Meaning Representation,"Marco Damonte, Shay B. Cohen, Giorgio Satta",http://arxiv.org/pdf/1608.06111v4,No journal ref found,none,cs.CL,Summary12052,1608.06134v2,2016-08-22T11:52:55Z,Median-Based Generation of Synthetic Speech Durations using a Non-Parametric Approach,"Srikanth Ronanki, Oliver Watts, Simon King, Gustav Eje Henter",http://arxiv.org/pdf/1608.06134v2,No journal ref found,none,cs.CL,Summary12053,1608.06378v1,2016-08-23T04:27:41Z,Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine,"Bo-Hsiang Tseng, Sheng-Syun Shen, Hung-Yi Lee, Lin-Shan Lee",http://arxiv.org/pdf/1608.06378v1,No journal ref found,none,cs.CL,Summary12054,1608.06386v1,2016-08-23T05:27:46Z,Which techniques does your application use?: An information extraction framework for scientific articles,"Soham Dan, Sanyam Agarwal, Mayank Singh, Pawan Goyal, Animesh Mukherjee",http://arxiv.org/pdf/1608.06386v1,No journal ref found,none,cs.CL,Summary12055,1608.06697v1,2016-08-24T03:36:04Z,"Semantic descriptions of 24 evaluational adjectives, for application in sentiment analysis","Cliff Goddard, Maite Taboada, Radoslava Trnavac",http://arxiv.org/pdf/1608.06697v1,No journal ref found,none,cs.CL,Summary12056,1608.06718v1,2016-08-24T05:30:45Z,A Large-Scale Multilingual Disambiguation of Glosses,"José Camacho Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli",http://arxiv.org/pdf/1608.06718v1,"Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC), 2016, pages 1701-1708, Portoroz, Slovenia",none,cs.CL,Summary12057,1608.06757v1,2016-08-24T09:06:14Z,Robust Named Entity Recognition in Idiosyncratic Domains,"Sebastian Arnold, Felix A. Gers, Torsten Kilias, Alexander Löser",http://arxiv.org/pdf/1608.06757v1,No journal ref found,none,cs.CL,Summary12058,1608.06794v1,2016-08-24T12:38:45Z,Improving Sparse Word Representations with Distributional Inference for Semantic Composition,"Thomas Kober, Julie Weeds, Jeremy Reffin, David Weir",http://arxiv.org/pdf/1608.06794v1,No journal ref found,none,cs.CL,Summary12059,1608.07076v1,2016-08-25T10:43:56Z,A Context-aware Natural Language Generator for Dialogue Systems,"Ondřej Dušek, Filip Jurčíček",http://arxiv.org/pdf/1608.07076v1,No journal ref found,none,cs.CL,Summary12060,1608.07115v1,2016-08-25T12:44:05Z,Aligning Packed Dependency Trees: a theory of composition for distributional semantics,"David Weir, Julie Weeds, Jeremy Reffin, Thomas Kober",http://arxiv.org/pdf/1608.07115v1,No journal ref found,none,cs.CL,Summary12061,1608.07720v1,2016-08-27T15:41:22Z,A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features,"Fei Li, Meishan Zhang, Guohong Fu, Tao Qian, Donghong Ji",http://arxiv.org/pdf/1608.07720v1,No journal ref found,none,cs.CL,Summary12062,1608.07738v2,2016-08-27T19:57:55Z,Testing APSyn against Vector Cosine on Similarity Estimation,"Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache",http://arxiv.org/pdf/1608.07738v2,No journal ref found,none,cs.CL,Summary12063,1608.07775v3,2016-08-28T06:48:14Z,Hierarchical Attention Model for Improved Machine Comprehension of Spoken Content,"Wei Fang, Jui-Yang Hsu, Hung-yi Lee, Lin-Shan Lee",http://arxiv.org/pdf/1608.07775v3,No journal ref found,none,cs.CL,Summary12064,1608.07836v1,2016-08-28T17:51:41Z,What to do about non-standard (or non-canonical) language in NLP,Barbara Plank,http://arxiv.org/pdf/1608.07836v1,No journal ref found,none,cs.CL,Summary12065,1608.08738v1,2016-08-31T06:28:28Z,A Dictionary-based Approach to Racism Detection in Dutch Social Media,"Stéphan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, Walter Daelemans",http://arxiv.org/pdf/1608.08738v1,No journal ref found,none,cs.CL,Summary12066,1608.08868v1,2016-08-31T14:12:01Z,Demographic Dialectal Variation in Social Media: A Case Study of African-American English,"Su Lin Blodgett, Lisa Green, Brendan OConnor",http://arxiv.org/pdf/1608.08868v1,No journal ref found,none,cs.CL,Summary12067,1609.00070v1,2016-09-01T00:20:41Z,How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions,"Arun Tejasvi Chaganty, Percy Liang",http://arxiv.org/pdf/1609.00070v1,"ACL (2016), 578-587",none,cs.CL,Summary12068,1609.00559v1,2016-09-02T11:44:17Z,Improving Correlation with Human Judgments by Embedding Second Order Vectors with Semantic Similarity,"Bridget T. McInnes, Ted Pedersen",http://arxiv.org/pdf/1609.00559v1,No journal ref found,none,cs.CL,Summary12069,1609.00565v1,2016-09-02T11:57:46Z,Skipping Word: A Character-Sequential Representation based Framework for Question Answering,"Lingxun Meng, Yan Li, Mengyi Liu, Peng Shu",http://arxiv.org/pdf/1609.00565v1,No journal ref found,none,cs.CL,Summary12070,1609.01188v1,2016-09-05T14:55:31Z,Bi-Text Alignment of Movie Subtitles for Spoken English-Arabic Statistical Machine Translation,"Fahad Al-Obaidli, Stephen Cox, Preslav Nakov",http://arxiv.org/pdf/1609.01188v1,No journal ref found,none,cs.CL,Summary12071,1609.01235v1,2016-09-05T17:47:49Z,PMI Matrix Approximations with Applications to Neural Language Modeling,"Oren Melamud, Ido Dagan, Jacob Goldberger",http://arxiv.org/pdf/1609.01235v1,No journal ref found,none,cs.CL,Summary12072,1609.01454v1,2016-09-06T09:29:12Z,Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling,"Bing Liu, Ian Lane",http://arxiv.org/pdf/1609.01454v1,No journal ref found,none,cs.CL,Summary12073,1609.01462v1,2016-09-06T09:45:51Z,Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks,"Bing Liu, Ian Lane",http://arxiv.org/pdf/1609.01462v1,No journal ref found,none,cs.CL,Summary12074,1609.01933v1,2016-09-07T10:59:58Z,Sentiment Classification of Food Reviews,"Hua Feng, Ruixi Lin",http://arxiv.org/pdf/1609.01933v1,No journal ref found,none,cs.CL,Summary12075,1609.02549v3,2016-09-08T19:51:47Z,Learning Lexical Entries for Robotic Commands using Crowdsourcing,"Junjie Hu, Jean Oh, Anatole Gershman",http://arxiv.org/pdf/1609.02549v3,No journal ref found,none,cs.CL,Summary12076,1609.02809v1,2016-09-09T14:23:02Z,Harassment detection: a benchmark on the #HackHarassment dataset,"Alexei Bastidas, Edward Dixon, Chris Loo, John Ryan",http://arxiv.org/pdf/1609.02809v1,No journal ref found,none,cs.CL,Summary12077,1609.02846v1,2016-09-09T16:02:57Z,Dialogue manager domain adaptation using Gaussian process reinforcement learning,"Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young",http://arxiv.org/pdf/1609.02846v1,No journal ref found,none,cs.CL,Summary12078,1609.02960v1,2016-09-09T22:22:53Z,A Large Scale Corpus of Gulf Arabic,"Salam Khalifa, Nizar Habash, Dana Abdulrahim, Sara Hassan",http://arxiv.org/pdf/1609.02960v1,No journal ref found,none,cs.CL,Summary12079,1609.03204v1,2016-09-11T19:51:46Z,"On the Similarities Between Native, Non-native and Translated Texts","Ella Rabinovich, Sergiu Nisioi, Noam Ordan, Shuly Wintner",http://arxiv.org/pdf/1609.03204v1,No journal ref found,none,cs.CL,Summary12080,1609.03205v1,2016-09-11T19:52:28Z,Unsupervised Identification of Translationese,"Ella Rabinovich, Shuly Wintner",http://arxiv.org/pdf/1609.03205v1,No journal ref found,none,cs.CL,Summary12081,1609.03376v1,2016-09-12T12:52:37Z,Morphological Constraints for Phrase Pivot Statistical Machine Translation,"Ahmed El Kholy, Nizar Habash",http://arxiv.org/pdf/1609.03376v1,Proceedings of MT Summit XV. Miami. pp 104-116 (2015),none,cs.CL,Summary12082,1609.03441v1,2016-09-12T15:16:43Z,"Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing","Jan Chorowski, Michał Zapotoczny, Paweł Rychlikowski",http://arxiv.org/pdf/1609.03441v1,No journal ref found,none,cs.CL,Summary12083,1609.03528v2,2016-09-12T18:59:29Z,The Microsoft 2016 Conversational Speech Recognition System,"W. Xiong, J. Droppo, X. Huang, F. Seide, M. Seltzer, A. Stolcke, D. Yu, G. Zweig",http://arxiv.org/pdf/1609.03528v2,"Proc. IEEE ICASSP, 2017",none,cs.CL,Summary12084,1609.04186v1,2016-09-14T09:31:40Z,Neural Machine Translation with Supervised Attention,"Lemao Liu, Masao Utiyama, Andrew Finch, Eiichiro Sumita",http://arxiv.org/pdf/1609.04186v1,No journal ref found,none,cs.CL,Summary12085,1609.04253v1,2016-09-14T13:12:12Z,Neural Machine Transliteration: Preliminary Results,Amir H. Jadidinejad,http://arxiv.org/pdf/1609.04253v1,No journal ref found,none,cs.CL,Summary12086,1609.04325v1,2016-09-14T15:58:55Z,Transliteration in Any Language with Surrogate Languages,"Stephen Mayhew, Christos Christodoulopoulos, Dan Roth",http://arxiv.org/pdf/1609.04325v1,No journal ref found,none,cs.CL,Summary12087,1609.04621v1,2016-09-15T13:15:01Z,Factored Neural Machine Translation,"Mercedes García-Martínez, Loïc Barrault, Fethi Bougares",http://arxiv.org/pdf/1609.04621v1,No journal ref found,none,cs.CL,Summary12088,1609.04779v1,2016-09-15T19:07:17Z,Characterizing the Language of Online Communities and its Relation to Community Reception,"Trang Tran, Mari Ostendorf",http://arxiv.org/pdf/1609.04779v1,No journal ref found,none,cs.CL,Summary12089,1609.04873v2,2016-09-15T22:01:26Z,Distant Supervision for Relation Extraction beyond the Sentence Boundary,"Chris Quirk, Hoifung Poon",http://arxiv.org/pdf/1609.04873v2,No journal ref found,none,cs.CL,Summary12090,1609.04909v3,2016-09-16T04:58:54Z,An Iterative Transfer Learning Based Ensemble Technique for Automatic Short Answer Grading,"Shourya Roy, Himanshu S. Bhatt, Y. Narahari",http://arxiv.org/pdf/1609.04909v3,No journal ref found,none,cs.CL,Summary12091,1609.05511v3,2016-09-18T16:29:20Z,Multilinear Grammar: Ranks and Interpretations,"Dafydd Gibbon, Sascha Griffiths",http://arxiv.org/pdf/1609.05511v3,No journal ref found,none,cs.CL,Summary12092,1609.05625v1,2016-09-19T07:57:35Z,The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition,"Ahmed Ali, Peter Bell, James Glass, Yacine Messaoui, Hamdy Mubarak, Steve Renals, Yifan Zhang",http://arxiv.org/pdf/1609.05625v1,No journal ref found,none,cs.CL,Summary12093,1609.05650v1,2016-09-19T09:44:54Z,Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech,"Sameer Khurana, Ahmed Ali, Steve Renals",http://arxiv.org/pdf/1609.05650v1,No journal ref found,none,cs.CL,Summary12094,1609.05935v2,2016-09-19T20:52:44Z,Advances in All-Neural Speech Recognition,"G. Zweig, C. Yu, J. Droppo, A. Stolcke",http://arxiv.org/pdf/1609.05935v2,"Proc. IEEE ICASSP, 2017",none,cs.CL,Summary12095,1609.06038v2,2016-09-20T06:59:31Z,Enhancing and Combining Sequential and Tree LSTM for Natural Language Inference,"Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang, Diana Inkpen",http://arxiv.org/pdf/1609.06038v2,No journal ref found,none,cs.CL,Summary12096,1609.06049v1,2016-09-20T08:04:33Z,Automatic Quality Assessment for Speech Translation Using Joint ASR and MT Features,"Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier",http://arxiv.org/pdf/1609.06049v1,No journal ref found,none,cs.CL,Summary12097,1609.06082v1,2016-09-20T10:23:47Z,Learning Robust Representations of Text,"Yitong Li, Trevor Cohn, Timothy Baldwin",http://arxiv.org/pdf/1609.06082v1,No journal ref found,none,cs.CL,Summary12098,1609.06204v1,2016-09-20T14:53:05Z,Italy goes to Stanford: a collection of CoreNLP modules for Italian,"Alessio Palmero Aprosio, Giovanni Moretti",http://arxiv.org/pdf/1609.06204v1,No journal ref found,none,cs.CL,Summary12099,1609.06239v1,2016-09-20T16:19:54Z,Generating Politically-Relevant Event Data,John Beieler,http://arxiv.org/pdf/1609.06239v1,No journal ref found,none,cs.CL,Summary12100,1609.06490v1,2016-09-21T10:28:57Z,One Sentence One Model for Neural Machine Translation,"Xiaoqing Li, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1609.06490v1,No journal ref found,none,cs.CL,Summary12101,1609.06530v1,2016-09-21T12:43:53Z,Weakly supervised spoken term discovery using cross-lingual side information,"Sameer Bansal, Herman Kamper, Sharon Goldwater, Adam Lopez",http://arxiv.org/pdf/1609.06530v1,No journal ref found,none,cs.CL,Summary12102,1609.06577v1,2016-09-21T14:24:44Z,Semi-supervised knowledge extraction for detection of drugs and their effects,"Fabio Del Vigna, Marinella Petrocchi, Alessandro Tommasi, Cesare Zavattari, Maurizio Tesconi",http://arxiv.org/pdf/1609.06577v1,No journal ref found,none,cs.CL,Summary12103,1609.06649v1,2016-09-21T17:51:11Z,Minimally Supervised Written-to-Spoken Text Normalization,"Ke Wu, Kyle Gorman, Richard Sproat",http://arxiv.org/pdf/1609.06649v1,No journal ref found,none,cs.CL,Summary12104,1609.06773v2,2016-09-21T22:48:53Z,Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning,"Suyoun Kim, Takaaki Hori, Shinji Watanabe",http://arxiv.org/pdf/1609.06773v2,No journal ref found,none,cs.CL,Summary12105,1609.07033v1,2016-09-22T15:50:50Z,Generating Abstractive Summaries from Meeting Transcripts,"Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama",http://arxiv.org/pdf/1609.07033v1,No journal ref found,none,cs.CL,Summary12106,1609.07034v1,2016-09-22T15:51:43Z,Multi-document abstractive summarization using ILP based multi-sentence compression,"Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama",http://arxiv.org/pdf/1609.07034v1,No journal ref found,none,cs.CL,Summary12107,1609.07035v1,2016-09-22T15:53:04Z,Abstractive Meeting Summarization UsingDependency Graph Fusion,"Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama",http://arxiv.org/pdf/1609.07035v1,No journal ref found,none,cs.CL,Summary12108,1609.07053v2,2016-09-22T16:34:00Z,Semantic Tagging with Deep Residual Networks,"Johannes Bjerva, Barbara Plank, Johan Bos",http://arxiv.org/pdf/1609.07053v2,No journal ref found,none,cs.CL,Summary12109,1609.07075v1,2016-09-22T17:16:43Z,Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs,"Jiawei Wu, Ruobing Xie, Zhiyuan Liu, Maosong Sun",http://arxiv.org/pdf/1609.07075v1,No journal ref found,none,cs.CL,Summary12110,1609.07197v2,2016-09-23T00:38:59Z,Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems,"Shyam Upadhyay, Ming-Wei Chang",http://arxiv.org/pdf/1609.07197v2,No journal ref found,none,cs.CL,Summary12111,1609.07222v1,2016-09-23T03:35:27Z,Deep Multi-Task Learning with Shared Memory,"Pengfei Liu, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1609.07222v1,No journal ref found,none,cs.CL,Summary12112,1609.07451v1,2016-09-23T18:12:12Z,AMR-to-text generation as a Traveling Salesman Problem,"Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea",http://arxiv.org/pdf/1609.07451v1,No journal ref found,none,cs.CL,Summary12113,1609.07479v1,2016-09-23T19:59:51Z,Incorporating Relation Paths in Neural Relation Extraction,"Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun",http://arxiv.org/pdf/1609.07479v1,No journal ref found,none,cs.CL,Summary12114,1609.07561v1,2016-09-24T02:58:26Z,Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser,"Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1609.07561v1,No journal ref found,none,cs.CL,Summary12115,1609.07568v1,2016-09-24T04:02:13Z,A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects,"Yonatan Belinkov, James Glass",http://arxiv.org/pdf/1609.07568v1,No journal ref found,none,cs.CL,Summary12116,1609.07585v1,2016-09-24T08:45:17Z,An Investigation of Recurrent Neural Architectures for Drug Name Recognition,"Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi",http://arxiv.org/pdf/1609.07585v1,No journal ref found,none,cs.CL,Summary12117,1609.07681v1,2016-09-24T23:36:31Z,The distribution of information content in English sentences,"Shuiyuan Yu, Jin Cong, Junying Liang, Haitao Liu",http://arxiv.org/pdf/1609.07681v1,No journal ref found,none,cs.CL,Summary12118,1609.07701v1,2016-09-25T05:07:55Z,Large-Scale Machine Translation between Arabic and Hebrew: Available Corpora and Initial Results,"Yonatan Belinkov, James Glass",http://arxiv.org/pdf/1609.07701v1,No journal ref found,none,cs.CL,Summary12119,1609.07730v2,2016-09-25T10:59:01Z,Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation,"Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu",http://arxiv.org/pdf/1609.07730v2,No journal ref found,none,cs.CL,Summary12120,1609.07756v1,2016-09-25T15:10:16Z,A Factorized Model for Transitive Verbs in Compositional Distributional Semantics,"Lilach Edelstein, Roi Reichart",http://arxiv.org/pdf/1609.07756v1,No journal ref found,none,cs.CL,Summary12121,1609.08075v1,2016-09-26T17:01:03Z,S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking,"Yi Yang, Ming-Wei Chang",http://arxiv.org/pdf/1609.08075v1,No journal ref found,none,cs.CL,Summary12122,1609.08084v1,2016-09-26T17:19:07Z,"Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities","Yi Yang, Ming-Wei Chang, Jacob Eisenstein",http://arxiv.org/pdf/1609.08084v1,No journal ref found,none,cs.CL,Summary12123,1609.08097v1,2016-09-26T17:50:15Z,Creating Causal Embeddings for Question Answering with Minimal Supervision,"Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, Michael Hammond",http://arxiv.org/pdf/1609.08097v1,No journal ref found,none,cs.CL,Summary12124,1609.08139v1,2016-09-26T19:50:59Z,An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages,"Antonios Anastasopoulos, David Chiang, Long Duong",http://arxiv.org/pdf/1609.08139v1,No journal ref found,none,cs.CL,Summary12125,1609.08237v1,2016-09-27T01:19:41Z,Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment,"Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou",http://arxiv.org/pdf/1609.08237v1,No journal ref found,none,cs.CL,Summary12126,1609.08293v1,2016-09-27T07:38:29Z,The Effects of Data Size and Frequency Range on Distributional Semantic Models,"Magnus Sahlgren, Alessandro Lenci",http://arxiv.org/pdf/1609.08293v1,No journal ref found,none,cs.CL,Summary12127,1609.08359v2,2016-09-27T11:32:25Z,emoji2vec: Learning Emoji Representations from their Description,"Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bošnjak, Sebastian Riedel",http://arxiv.org/pdf/1609.08359v2,No journal ref found,none,cs.CL,Summary12128,1609.08412v1,2016-09-27T13:25:51Z,OC16-CE80: A Chinese-English Mixlingual Database and A Speech Recognition Baseline,"Dong Wang, Zhiyuan Tang, Difei Tang, Qing Chen",http://arxiv.org/pdf/1609.08412v1,No journal ref found,none,cs.CL,Summary12129,1609.08667v3,2016-09-27T21:00:26Z,Deep Reinforcement Learning for Mention-Ranking Coreference Models,"Kevin Clark, Christopher D. Manning",http://arxiv.org/pdf/1609.08667v3,No journal ref found,none,cs.CL,Summary12130,1609.08777v2,2016-09-28T05:41:18Z,Character Sequence Models for ColorfulWords,"Kazuya Kawakami, Chris Dyer, Bryan R. Routledge, Noah A. Smith",http://arxiv.org/pdf/1609.08777v2,No journal ref found,none,cs.CL,Summary12131,1609.08810v2,2016-09-28T08:11:28Z,Effective Combination of Language and Vision Through Model Composition and the R-CCA Method,"Hagar Loeub, Roi Reichart",http://arxiv.org/pdf/1609.08810v2,No journal ref found,none,cs.CL,Summary12132,1609.08824v1,2016-09-28T08:54:05Z,Equation Parsing: Mapping Sentences to Grounded Equations,"Subhro Roy, Shyam Upadhyay, Dan Roth",http://arxiv.org/pdf/1609.08824v1,No journal ref found,none,cs.CL,Summary12133,1609.09004v2,2016-09-28T16:51:56Z,Byte-based Language Identification with Deep Convolutional Networks,Johannes Bjerva,http://arxiv.org/pdf/1609.09004v2,No journal ref found,none,cs.CL,Summary12134,1609.09019v1,2016-09-28T17:58:23Z,Psychologically Motivated Text Mining,"Ekaterina Shutova, Patricia Lichtenstein",http://arxiv.org/pdf/1609.09019v1,No journal ref found,none,cs.CL,Summary12135,1609.09171v2,2016-09-29T01:53:08Z,Empirical Evaluation of RNN Architectures on Sentence Classification Task,"Lei Shen, Junlin Zhang",http://arxiv.org/pdf/1609.09171v2,No journal ref found,none,cs.CL,Summary12136,1609.09189v1,2016-09-29T03:26:53Z,Learning Sentence Representation with Guidance of Human Attention,"Shaonan Wang, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1609.09189v1,No journal ref found,none,cs.CL,Summary12137,1609.09382v1,2016-09-29T15:19:13Z,Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks,"Othman Zennaki, Nasredine Semmar, Laurent Besacier",http://arxiv.org/pdf/1609.09382v1,No journal ref found,none,cs.CL,Summary12138,1609.09552v1,2016-09-30T00:01:27Z,Controlling Output Length in Neural Encoder-Decoders,"Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura",http://arxiv.org/pdf/1609.09552v1,No journal ref found,none,cs.CL,Summary12139,1609.09580v1,2016-09-30T03:20:52Z,"Referential Uncertainty and Word Learning in High-dimensional, Continuous Meaning Spaces","Michael Spranger, Katrien Beuls",http://arxiv.org/pdf/1609.09580v1,No journal ref found,none,cs.CL,Summary12140,1610.00030v1,2016-09-30T20:57:01Z,Modeling Language Change in Historical Corpora: The Case of Portuguese,"Marcos Zampieri, Shervin Malmasi, Mark Dras",http://arxiv.org/pdf/1610.00030v1,"Proceedings of Language Resources and Evaluation (LREC). Portoroz, Slovenia. pp. 4098-4104 (2016)",none,cs.CL,Summary12141,1610.00031v1,2016-09-30T20:57:52Z,Discriminating Similar Languages: Evaluations and Explorations,"Cyril Goutte, Serge Léger, Shervin Malmasi, Marcos Zampieri",http://arxiv.org/pdf/1610.00031v1,"Proceedings of Language Resources and Evaluation (LREC). Portoroz, Slovenia. pp 1800-1807 (2016)",none,cs.CL,Summary12142,1610.00072v1,2016-10-01T02:23:03Z,Vocabulary Selection Strategies for Neural Machine Translation,"Gurvan LHostis, David Grangier, Michael Auli",http://arxiv.org/pdf/1610.00072v1,No journal ref found,none,cs.CL,Summary12143,1610.00211v1,2016-10-02T00:49:15Z,Sentence Segmentation in Narrative Transcripts from Neuropsycological Tests using Recurrent Convolutional Neural Networks,"Marcos Vinícius Treviso, Christopher Shulby, Sandra Maria Aluísio",http://arxiv.org/pdf/1610.00211v1,No journal ref found,none,cs.CL,Summary12144,1610.00277v1,2016-10-02T13:29:14Z,Very Deep Convolutional Neural Networks for Robust Speech Recognition,"Yanmin Qian, Philip C Woodland",http://arxiv.org/pdf/1610.00277v1,No journal ref found,none,cs.CL,Summary12145,1610.00311v1,2016-10-02T16:54:41Z,Syntactic Structures and Code Parameters,"Kevin Shu, Matilde Marcolli",http://arxiv.org/pdf/1610.00311v1,No journal ref found,none,cs.CL,Summary12146,1610.00479v2,2016-10-03T10:30:13Z,Nonsymbolic Text Representation,Hinrich Schuetze,http://arxiv.org/pdf/1610.00479v2,No journal ref found,none,cs.CL,Summary12147,1610.00602v1,2016-10-03T15:40:08Z,Multimodal Semantic Simulations of Linguistically Underspecified Motion Events,"Nikhil Krishnaswamy, James Pustejovsky",http://arxiv.org/pdf/1610.00602v1,No journal ref found,none,cs.CL,Summary12148,1610.00634v1,2016-10-03T16:53:10Z,Orthographic Syllable as basic unit for SMT between Related Languages,"Anoop Kunchukuttan, Pushpak Bhattacharyya",http://arxiv.org/pdf/1610.00634v1,No journal ref found,none,cs.CL,Summary12149,1610.00765v1,2016-10-03T21:50:27Z,Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding,"Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini",http://arxiv.org/pdf/1610.00765v1,No journal ref found,none,cs.CL,Summary12150,1610.00842v1,2016-10-04T04:56:23Z,Chinese Event Extraction Using DeepNeural Network with Word Embedding,"Yandi Xia, Yang Liu",http://arxiv.org/pdf/1610.00842v1,No journal ref found,none,cs.CL,Summary12151,1610.00879v1,2016-10-04T07:34:24Z,A Computational Approach to Automatic Prediction of Drunk Texting,"Aditya Joshi, Abhijit Mishra, Balamurali AR, Pushpak Bhattacharyya, Mark Carman",http://arxiv.org/pdf/1610.00879v1,No journal ref found,none,cs.CL,Summary12152,1610.00883v1,2016-10-04T07:50:06Z,Are Word Embedding-based Features Useful for Sarcasm Detection?,"Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya, Mark Carman",http://arxiv.org/pdf/1610.00883v1,No journal ref found,none,cs.CL,Summary12153,1610.01108v3,2016-10-04T17:52:42Z,Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions,"Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang",http://arxiv.org/pdf/1610.01108v3,No journal ref found,none,cs.CL,Summary12154,1610.01291v1,2016-10-05T07:18:42Z,Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?,"Christophe Servan, Alexandre Berard, Zied Elloumi, Hervé Blanchon, Laurent Besacier",http://arxiv.org/pdf/1610.01291v1,No journal ref found,none,cs.CL,Summary12155,1610.01486v2,2016-10-05T15:48:08Z,A tentative model for dimensionless phoneme distance from binary distinctive features,Tiago Tresoldi,http://arxiv.org/pdf/1610.01486v2,No journal ref found,none,cs.CL,Summary12156,1610.01508v1,2016-10-05T16:27:48Z,VoxML: A Visualization Modeling Language,"James Pustejovsky, Nikhil Krishnaswamy",http://arxiv.org/pdf/1610.01508v1,No journal ref found,none,cs.CL,Summary12157,1610.01588v1,2016-10-05T19:57:21Z,Neural Structural Correspondence Learning for Domain Adaptation,"Yftah Ziser, Roi Reichart",http://arxiv.org/pdf/1610.01588v1,No journal ref found,none,cs.CL,Summary12158,1610.01713v1,2016-10-06T01:56:23Z,Generating Simulations of Motion Events from Verbal Descriptions,"James Pustejovsky, Nikhil Krishnaswamy",http://arxiv.org/pdf/1610.01713v1,No journal ref found,none,cs.CL,Summary12159,1610.01874v1,2016-10-06T13:52:52Z,Neural-based Noise Filtering from Word Embeddings,"Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu",http://arxiv.org/pdf/1610.01874v1,No journal ref found,none,cs.CL,Summary12160,1610.01910v1,2016-10-06T15:23:31Z,Toward Automatic Understanding of the Function of Affective Language in Support Groups,"Amit Navindgi, Caroline Brun, Cécile Boulard Masson, Scott Nowson",http://arxiv.org/pdf/1610.01910v1,No journal ref found,none,cs.CL,Summary12161,1610.02003v1,2016-10-06T19:22:49Z,Scalable Machine Translation in Memory Constrained Environments,Paul Baltescu,http://arxiv.org/pdf/1610.02003v1,No journal ref found,none,cs.CL,Summary12162,1610.02124v1,2016-10-07T02:17:17Z,Theres No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction,"Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault",http://arxiv.org/pdf/1610.02124v1,No journal ref found,none,cs.CL,Summary12163,1610.02213v1,2016-10-07T10:22:26Z,Challenges of Computational Processing of Code-Switching,"Özlem Çetinoğlu, Sarah Schulz, Ngoc Thang Vu",http://arxiv.org/pdf/1610.02213v1,No journal ref found,none,cs.CL,Summary12164,1610.02493v1,2016-10-08T06:33:35Z,A Semantic Analyzer for the Comprehension of the Spontaneous Arabic Speech,"Mourad Mars, Mounir Zrigui, Mohamed Belgacem, Anis Zouaghi",http://arxiv.org/pdf/1610.02493v1,"Journal: Research in Computing Science Vol34, 2008, pp. 129-140, ISSN: 1870-4069",none,cs.CL,Summary12165,1610.02544v1,2016-10-08T15:24:50Z,Computational linking theory,"Aaron Steven White, Drew Reisinger, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme",http://arxiv.org/pdf/1610.02544v1,No journal ref found,none,cs.CL,Summary12166,1610.02633v1,2016-10-09T06:42:02Z,Enabling Medical Translation for Low-Resource Languages,"Ahmad Musleh, Nadir Durrani, Irina Temnikova, Preslav Nakov, Stephan Vogel, Osama Alsaad",http://arxiv.org/pdf/1610.02633v1,No journal ref found,none,cs.CL,Summary12167,1610.02749v1,2016-10-10T01:47:50Z,A Dynamic Window Neural Network for CCG Supertagging,"Huijia Wu, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1610.02749v1,No journal ref found,none,cs.CL,Summary12168,1610.02806v1,2016-10-10T08:52:36Z,Modelling Sentence Pairs with Tree-structured Attentive Encoder,"Yao Zhou, Cong Liu, Yan Pan",http://arxiv.org/pdf/1610.02806v1,No journal ref found,none,cs.CL,Summary12169,1610.03022v1,2016-10-10T18:43:58Z,Very Deep Convolutional Networks for End-to-End Speech Recognition,"Yu Zhang, William Chan, Navdeep Jaitly",http://arxiv.org/pdf/1610.03022v1,No journal ref found,none,cs.CL,Summary12170,1610.03098v3,2016-10-10T21:01:00Z,Neural Paraphrase Generation with Stacked Residual LSTM Networks,"Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri",http://arxiv.org/pdf/1610.03098v3,No journal ref found,none,cs.CL,Summary12171,1610.03112v1,2016-10-10T22:08:13Z,Leveraging Recurrent Neural Networks for Multimodal Recognition of Social Norm Violation in Dialog,"Tiancheng Zhao, Ran Zhao, Zhao Meng, Justine Cassell",http://arxiv.org/pdf/1610.03112v1,No journal ref found,none,cs.CL,Summary12172,1610.03167v1,2016-10-11T03:02:38Z,An Empirical Exploration of Skip Connections for Sequential Tagging,"Huijia Wu, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1610.03167v1,No journal ref found,none,cs.CL,Summary12173,1610.03246v1,2016-10-11T09:19:06Z,Toward a new instances of NELL,"Maisa C. Duarte, Pierre Maret",http://arxiv.org/pdf/1610.03246v1,No journal ref found,none,cs.CL,Summary12174,1610.03256v1,2016-10-11T09:52:57Z,GMM-Free Flat Start Sequence-Discriminative DNN Training,"Gábor Gosztolya, Tamás Grósz, László Tóth",http://arxiv.org/pdf/1610.03256v1,No journal ref found,none,cs.CL,Summary12175,1610.03321v1,2016-10-11T13:20:52Z,Keystroke dynamics as signal for shallow syntactic parsing,Barbara Plank,http://arxiv.org/pdf/1610.03321v1,No journal ref found,none,cs.CL,Summary12176,1610.03349v1,2016-10-11T14:11:55Z,Survey on the Use of Typological Information in Natural Language Processing,"Helen OHoran, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Anna Korhonen",http://arxiv.org/pdf/1610.03349v1,COLING 2016,none,cs.CL,Summary12177,1610.03585v1,2016-10-12T02:45:45Z,A Paradigm for Situated and Goal-Driven Language Learning,"Jon Gauthier, Igor Mordatch",http://arxiv.org/pdf/1610.03585v1,No journal ref found,none,cs.CL,Summary12178,1610.03759v2,2016-10-12T15:53:02Z,Language Models with Pre-Trained (GloVe) Word Embeddings,"Victor Makarenkov, Bracha Shapira, Lior Rokach",http://arxiv.org/pdf/1610.03759v2,No journal ref found,none,cs.CL,Summary12179,1610.03771v1,2016-10-12T16:23:11Z,SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods,"Marzieh Saeidi, Guillaume Bouchard, Maria Liakata, Sebastian Riedel",http://arxiv.org/pdf/1610.03771v1,No journal ref found,none,cs.CL,Summary12180,1610.03807v2,2016-10-12T17:55:56Z,Question Generation from a Knowledge Base with Web Exploration,"Linfeng Song, Lin Zhao",http://arxiv.org/pdf/1610.03807v2,No journal ref found,none,cs.CL,Summary12181,1610.03946v1,2016-10-13T06:42:51Z,A Neural Network for Coordination Boundary Prediction,"Jessica Ficler, Yoav Goldberg",http://arxiv.org/pdf/1610.03946v1,No journal ref found,none,cs.CL,Summary12182,1610.04265v2,2016-10-13T21:25:34Z,"Fast, Scalable Phrase-Based SMT Decoding","Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt",http://arxiv.org/pdf/1610.04265v2,No journal ref found,none,cs.CL,Summary12183,1610.04841v2,2016-10-16T10:54:23Z,Translation Quality Estimation using Recurrent Neural Network,"Raj Nath Patel, Sasikumar M",http://arxiv.org/pdf/1610.04841v2,No journal ref found,none,cs.CL,Summary12184,1610.05011v1,2016-10-17T08:33:20Z,Interactive Attention for Neural Machine Translation,"Fandong Meng, Zhengdong Lu, Hang Li, Qun Liu",http://arxiv.org/pdf/1610.05011v1,No journal ref found,none,cs.CL,Summary12185,1610.05150v2,2016-10-17T14:50:58Z,Neural Machine Translation Advised by Statistical Machine Translation,"Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang",http://arxiv.org/pdf/1610.05150v2,No journal ref found,none,cs.CL,Summary12186,1610.05243v1,2016-10-17T18:14:24Z,Pre-Translation for Neural Machine Translation,"Jan Niehues, Eunah Cho, Thanh-Le Ha, Alex Waibel",http://arxiv.org/pdf/1610.05243v1,No journal ref found,none,cs.CL,Summary12187,1610.05256v2,2016-10-17T18:40:50Z,Achieving Human Parity in Conversational Speech Recognition,"W. Xiong, J. Droppo, X. Huang, F. Seide, M. Seltzer, A. Stolcke, D. Yu, G. Zweig",http://arxiv.org/pdf/1610.05256v2,No journal ref found,none,cs.CL,Summary12188,1610.05361v1,2016-10-17T21:16:56Z,End-to-end attention-based distant speech recognition with Highway LSTM,Hassan Taherian,http://arxiv.org/pdf/1610.05361v1,No journal ref found,none,cs.CL,Summary12189,1610.05461v2,2016-10-18T07:39:40Z,Personalized Machine Translation: Preserving Original Author Traits,"Ella Rabinovich, Shachar Mirkin, Raj Nath Patel, Lucia Specia, Shuly Wintner",http://arxiv.org/pdf/1610.05461v2,No journal ref found,none,cs.CL,Summary12190,1610.05522v1,2016-10-18T10:22:46Z,Addressing Community Question Answering in English and Arabic,"Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq Joty, Fahad A. Al Obaidli, Kateryna Tymoshenko, Antonio Uva",http://arxiv.org/pdf/1610.05522v1,No journal ref found,none,cs.CL,Summary12191,1610.05540v1,2016-10-18T11:32:42Z,SYSTRANs Pure Neural Machine Translation Systems,"Josep Crego, Jungi Kim, Guillaume Klein, Anabel Rebollo, Kathy Yang, Jean Senellart, Egor Akhanov, Patrice Brunelle, Aurelien Coquard, Yongchao Deng, Satoshi Enoue, Chiyo Geiss, Joshua Johanson, Ardas Khalsa, Raoum Khiari, Byeongil Ko, Catherine Kobus, Jean Lorieux, Leidiana Martins, Dang-Chuan Nguyen, Alexandra Priori, Thomas Riccardi, Natalia Segal, Christophe Servan, Cyril Tiquet, Bo Wang, Jin Yang, Dakun Zhang, Jing Zhou, Peter Zoldan",http://arxiv.org/pdf/1610.05540v1,No journal ref found,none,cs.CL,Summary12192,1610.05652v2,2016-10-18T14:44:01Z,Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference,Phuong Le-Hong,http://arxiv.org/pdf/1610.05652v2,No journal ref found,none,cs.CL,Summary12193,1610.05858v1,2016-10-19T03:59:30Z,Bidirectional LSTM-CRF for Clinical Concept Extraction,"Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi",http://arxiv.org/pdf/1610.05858v1,No journal ref found,none,cs.CL,Summary12194,1610.06053v1,2016-10-19T15:09:21Z,Chinese Restaurant Process for cognate clustering: A threshold free approach,Taraka Rama,http://arxiv.org/pdf/1610.06053v1,No journal ref found,none,cs.CL,Summary12195,1610.06210v1,2016-10-19T20:49:23Z,A Theme-Rewriting Approach for Generating Algebra Word Problems,"Rik Koncel-Kedziorski, Ioannis Konstas, Luke Zettlemoyer, Hannaneh Hajishirzi",http://arxiv.org/pdf/1610.06210v1,No journal ref found,none,cs.CL,Summary12196,1610.06227v2,2016-10-19T21:25:39Z,Cross-Lingual Syntactic Transfer with Limited Resources,"Mohammad Sadegh Rasooli, Michael Collins",http://arxiv.org/pdf/1610.06227v2,No journal ref found,none,cs.CL,Summary12197,1610.06272v1,2016-10-20T03:10:57Z,Lexicon Integrated CNN Models with Attention for Sentiment Analysis,"Bonggun Shin, Timothy Lee, Jinho D. Choi",http://arxiv.org/pdf/1610.06272v1,No journal ref found,none,cs.CL,Summary12198,1610.06498v1,2016-10-20T17:00:42Z,Authorship Attribution Based on Life-Like Network Automata,"Jeaneth Machicao, Edilson A. Corrêa Jr., Gisele H. B. Miranda, Diego R. Amancio, Odemir M. Bruno",http://arxiv.org/pdf/1610.06498v1,No journal ref found,none,cs.CL,Summary12199,1610.06510v1,2016-10-20T17:32:32Z,Learning variable length units for SMT between related languages via Byte Pair Encoding,"Anoop Kunchukuttan, Pushpak Bhattacharyya",http://arxiv.org/pdf/1610.06510v1,No journal ref found,none,cs.CL,Summary12200,1610.06542v1,2016-10-20T19:10:09Z,Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016,Graham Neubig,http://arxiv.org/pdf/1610.06542v1,No journal ref found,none,cs.CL,Summary12201,1610.06550v1,2016-10-20T19:33:02Z,Neural Machine Translation with Characters and Hierarchical Encoding,"Alexander Rosenberg Johansen, Jonas Meinertz Hansen, Elias Khazen Obeid, Casper Kaae Sønderby, Ole Winther",http://arxiv.org/pdf/1610.06550v1,No journal ref found,none,cs.CL,Summary12202,1610.06601v1,2015-11-19T11:29:10Z,An Approach to Speed-up the Word Sense Disambiguation Procedure through Sense Filtering,"Alok Ranjan Pal, Anupam Munshi, Diganta Saha",http://arxiv.org/pdf/1610.06601v1,No journal ref found,none,cs.CL,Summary12203,1610.06602v2,2016-10-20T20:54:07Z,Iterative Refinement for Machine Translation,"Roman Novak, Michael Auli, David Grangier",http://arxiv.org/pdf/1610.06602v2,No journal ref found,none,cs.CL,Summary12204,1610.07091v1,2016-10-22T19:50:01Z,Automatic Identification of Sarcasm Target: An Introductory Approach,"Aditya Joshi, Pranav Goel, Pushpak Bhattacharyya, Mark Carman",http://arxiv.org/pdf/1610.07091v1,No journal ref found,none,cs.CL,Summary12205,1610.07149v1,2016-10-23T11:22:40Z,Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems,"Yiping Song, Rui Yan, Xiang Li, Dongyan Zhao, Ming Zhang",http://arxiv.org/pdf/1610.07149v1,No journal ref found,none,cs.CL,Summary12206,1610.07272v1,2016-10-24T03:39:22Z,Bridging Neural Machine Translation and Bilingual Dictionaries,"Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1610.07272v1,No journal ref found,none,cs.CL,Summary12207,1610.07418v1,2016-10-24T14:06:31Z,Statistical Machine Translation for Indian Languages: Mission Hindi,"Raj Nath Patel, Prakash B. Pimpale, Sasikumar M",http://arxiv.org/pdf/1610.07418v1,No journal ref found,none,cs.CL,Summary12208,1610.07420v1,2016-10-24T14:08:59Z,Reordering rules for English-Hindi SMT,"Raj Nath Patel, Rohit Gupta, Prakash B. Pimpale, Sasikumar M",http://arxiv.org/pdf/1610.07420v1,No journal ref found,none,cs.CL,Summary12209,1610.07651v1,2016-10-24T21:05:05Z,UTD-CRSS Systems for 2016 NIST Speaker Recognition Evaluation,"Chunlei Zhang, Fahimeh Bahmaninezhad, Shivesh Ranjan, Chengzhu Yu, Navid Shokouhi, John H. L. Hansen",http://arxiv.org/pdf/1610.07651v1,No journal ref found,none,cs.CL,Summary12210,1610.07710v1,2016-10-25T02:36:52Z,EmojiNet: Building a Machine Readable Sense Inventory for Emoji,"Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran",http://arxiv.org/pdf/1610.07710v1,No journal ref found,none,cs.CL,Summary12211,1610.07796v2,2016-10-25T09:14:05Z,Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks,"Carsten Schnober, Steffen Eger, Erik-Lân Do Dinh, Iryna Gurevych",http://arxiv.org/pdf/1610.07796v2,No journal ref found,none,cs.CL,Summary12212,1610.07809v1,2016-10-25T09:59:13Z,How Document Pre-processing affects Keyphrase Extraction Performance,"Florian Boudin, Hugo Mougard, Damien Cram",http://arxiv.org/pdf/1610.07809v1,No journal ref found,none,cs.CL,Summary12213,1610.07844v1,2016-10-25T12:30:26Z,Improving historical spelling normalization with bi-directional LSTMs and multi-task learning,"Marcel Bollmann, Anders Søgaard",http://arxiv.org/pdf/1610.07844v1,No journal ref found,none,cs.CL,Summary12214,1610.07918v1,2016-10-25T15:21:25Z,Sequence Segmentation Using Joint RNN and Structured Prediction Models,"Yossi Adi, Joseph Keshet, Emily Cibelli, Matthew Goldrick",http://arxiv.org/pdf/1610.07918v1,No journal ref found,none,cs.CL,Summary12215,1610.08000v1,2016-10-25T18:20:08Z,Statistical Machine Translation for Indian Languages: Mission Hindi 2,"Raj Nath Patel, Prakash B. Pimpale",http://arxiv.org/pdf/1610.08000v1,In the Proceedings of the 12th International Conference on Natural Language Processing (ICON 2015),none,cs.CL,Summary12216,1610.08375v1,2016-10-26T15:20:47Z,Content Selection in Data-to-Text Systems: A Survey,Dimitra Gkatzia,http://arxiv.org/pdf/1610.08375v1,No journal ref found,none,cs.CL,Summary12217,1610.08431v3,2016-10-26T17:25:38Z,Broad Context Language Modeling as Reading Comprehension,"Zewei Chu, Hai Wang, Kevin Gimpel, David McAllester",http://arxiv.org/pdf/1610.08431v3,No journal ref found,none,cs.CL,Summary12218,1610.08462v1,2016-10-26T18:57:00Z,Distraction-Based Neural Networks for Document Summarization,"Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang",http://arxiv.org/pdf/1610.08462v1,"IJCAI, 2016",none,cs.CL,Summary12219,1610.08557v3,2016-10-26T21:49:15Z,Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept Embeddings and Distant Supervision,"A. K. M. Sabbir, Antonio Jimeno Yepes, Ramakanth Kavuluru",http://arxiv.org/pdf/1610.08557v3,No journal ref found,none,cs.CL,Summary12220,1610.08694v3,2016-10-27T10:49:00Z,CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations,"Vered Shwartz, Ido Dagan",http://arxiv.org/pdf/1610.08694v3,No journal ref found,none,cs.CL,Summary12221,1610.08815v1,2016-10-27T14:50:43Z,A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks,"Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij",http://arxiv.org/pdf/1610.08815v1,COLING 2016,none,cs.CL,Summary12222,1610.08914v2,2016-10-27T18:18:18Z,Ex Machina: Personal Attacks Seen at Scale,"Ellery Wulczyn, Nithum Thain, Lucas Dixon",http://arxiv.org/pdf/1610.08914v2,No journal ref found,none,cs.CL,Summary12223,1610.09091v3,2016-10-28T06:33:33Z,Representation Learning Models for Entity Search,"Shijia E, Yang Xiang, Mohan Zhang",http://arxiv.org/pdf/1610.09091v3,No journal ref found,none,cs.CL,Summary12224,1610.09333v1,2016-10-28T18:15:08Z,Word Embeddings for the Construction Domain,"Antoine J. -P. Tixier, Michalis Vazirgiannis, Matthew R. Hallowell",http://arxiv.org/pdf/1610.09333v1,No journal ref found,none,cs.CL,Summary12225,1610.09565v1,2016-10-29T19:21:19Z,Sequence-to-sequence neural network models for transliteration,"Mihaela Rosca, Thomas Breuel",http://arxiv.org/pdf/1610.09565v1,No journal ref found,none,cs.CL,Summary12226,1610.09722v1,2016-10-30T22:33:47Z,"Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources","Jason Naradowsky, Sebastian Riedel",http://arxiv.org/pdf/1610.09722v1,No journal ref found,none,cs.CL,Summary12227,1610.09799v1,2016-10-31T06:13:31Z,Experiments with POS Tagging Code-mixed Indian Social Media Text,"Prakash B. Pimpale, Raj Nath Patel",http://arxiv.org/pdf/1610.09799v1,In the Proceedings of the 12th International Conference on Natural Language Processing (ICON 2015),none,cs.CL,Summary12228,1610.09914v1,2016-10-31T13:36:35Z,Named Entity Recognition for Novel Types by Transfer Learning,"Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin",http://arxiv.org/pdf/1610.09914v1,EMNLP 2016,none,cs.CL,Summary12229,1610.09935v2,2016-10-31T14:27:07Z,Knowledge Questions from Knowledge Graphs,"Dominic Seyler, Mohamed Yahya, Klaus Berberich",http://arxiv.org/pdf/1610.09935v2,No journal ref found,none,cs.CL,Summary12230,1610.09995v1,2016-10-31T16:12:16Z,Generating Sentiment Lexicons for German Twitter,"Uladzimir Sidarenka, Manfred Stede",http://arxiv.org/pdf/1610.09995v1,No journal ref found,none,cs.CL,Summary12231,1610.09996v2,2016-10-31T16:14:08Z,End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension,"Yang Yu, Wei Zhang, Kazi Hasan, Mo Yu, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1610.09996v2,No journal ref found,none,cs.CL,Summary12232,1611.00068v2,2016-10-31T22:42:02Z,RNN Approaches to Text Normalization: A Challenge,"Richard Sproat, Navdeep Jaitly",http://arxiv.org/pdf/1611.00068v2,No journal ref found,none,cs.CL,Summary12233,1611.00126v1,2016-11-01T04:48:09Z,Improving Twitter Sentiment Classification via Multi-Level Sentiment-Enriched Word Embeddings,Shufeng Xiong,http://arxiv.org/pdf/1611.00126v1,No journal ref found,none,cs.CL,Summary12234,1611.00179v1,2016-11-01T10:38:29Z,Dual Learning for Machine Translation,"Yingce Xia, Di He, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma",http://arxiv.org/pdf/1611.00179v1,NIPS 2016,none,cs.CL,Summary12235,1611.00196v1,2016-11-01T12:14:02Z,Recurrent Neural Network Language Model Adaptation Derived Document Vector,"Wei Li, Brian Kan Wing Mak",http://arxiv.org/pdf/1611.00196v1,No journal ref found,none,cs.CL,Summary12236,1611.00354v1,2016-11-01T19:56:36Z,Faster decoding for subword level Phrase-based SMT between related languages,"Anoop Kunchukuttan, Pushpak Bhattacharyya",http://arxiv.org/pdf/1611.00354v1,No journal ref found,none,cs.CL,Summary12237,1611.00472v1,2016-11-02T05:23:53Z,Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text,"Ameya Prabhu, Aditya Joshi, Manish Shrivastava, Vasudeva Varma",http://arxiv.org/pdf/1611.00472v1,No journal ref found,none,cs.CL,Summary12238,1611.00483v2,2016-11-02T07:01:25Z,Detecting Context Dependent Messages in a Conversational Environment,"Chaozhuo Li, Yu Wu, Wei Wu, Chen Xing, Zhoujun Li, Ming Zhou",http://arxiv.org/pdf/1611.00483v2,No journal ref found,none,cs.CL,Summary12239,1611.00601v2,2016-11-02T13:38:32Z,Ordinal Common-sense Inference,"Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme",http://arxiv.org/pdf/1611.00601v2,No journal ref found,none,cs.CL,Summary12240,1611.00674v7,2016-11-02T16:38:18Z,Fuzzy paraphrases in learning word representations with a lexicon,"Yuanzhi Ke, Masafumi Hagiwara",http://arxiv.org/pdf/1611.00674v7,No journal ref found,none,cs.CL,Summary12241,1611.00801v1,2016-11-02T20:52:46Z,A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection,"Mingbin Xu, Hui Jiang",http://arxiv.org/pdf/1611.00801v1,No journal ref found,none,cs.CL,Summary12242,1611.00995v1,2016-11-03T13:14:52Z,An empirical study for Vietnamese dependency parsing,"Dat Quoc Nguyen, Mark Dras, Mark Johnson",http://arxiv.org/pdf/1611.00995v1,No journal ref found,none,cs.CL,Summary12243,1611.01083v1,2015-11-19T10:36:52Z,A Hybrid Approach to Word Sense Disambiguation Combining Supervised and Unsupervised Learning,"Alok Ranjan Pal, Anirban Kundu, Abhay Singh, Raj Shekhar, Kunal Sinha",http://arxiv.org/pdf/1611.01083v1,No journal ref found,none,cs.CL,Summary12244,1611.01101v1,2016-11-03T17:41:47Z,CogALex-V Shared Task: ROOT18,"Emmanuele Chersoni, Giulia Rambelli, Enrico Santus",http://arxiv.org/pdf/1611.01101v1,No journal ref found,none,cs.CL,Summary12245,1611.01116v2,2016-11-03T18:10:35Z,Binary Paragraph Vectors,"Karol Grzegorczyk, Marcin Kurdziel",http://arxiv.org/pdf/1611.01116v2,No journal ref found,none,cs.CL,Summary12246,1611.01242v1,2016-11-04T01:54:03Z,Answering Complicated Question Intents Expressed in Decomposed Question Sequences,"Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang",http://arxiv.org/pdf/1611.01242v1,No journal ref found,none,cs.CL,Summary12247,1611.01368v1,2016-11-04T13:36:32Z,Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies,"Tal Linzen, Emmanuel Dupoux, Yoav Goldberg",http://arxiv.org/pdf/1611.01368v1,No journal ref found,none,cs.CL,Summary12248,1611.01436v1,2016-11-04T16:12:46Z,Learning Recurrent Span Representations for Extractive Question Answering,"Kenton Lee, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das",http://arxiv.org/pdf/1611.01436v1,No journal ref found,none,cs.CL,Summary12249,1611.01487v2,2016-11-04T18:42:47Z,Sequence to Sequence Transduction with Hard Monotonic Attention,"Roee Aharoni, Yoav Goldberg",http://arxiv.org/pdf/1611.01487v2,No journal ref found,none,cs.CL,Summary12250,1611.01603v5,2016-11-05T04:49:00Z,Bidirectional Attention Flow for Machine Comprehension,"Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi",http://arxiv.org/pdf/1611.01603v5,No journal ref found,none,cs.CL,Summary12251,1611.01628v3,2016-11-05T10:55:37Z,Reference-Aware Language Models,"Zichao Yang, Phil Blunsom, Chris Dyer, Wang Ling",http://arxiv.org/pdf/1611.01628v3,No journal ref found,none,cs.CL,Summary12252,1611.01839v2,2016-11-06T20:24:40Z,Hierarchical Question Answering for Long Documents,"Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, Jonathan Berant",http://arxiv.org/pdf/1611.01839v2,No journal ref found,none,cs.CL,Summary12253,1611.01867v1,2016-11-07T00:56:19Z,Latent Attention For If-Then Program Synthesis,"Xinyun Chen, Chang Liu, Richard Shin, Dawn Song, Mingcheng Chen",http://arxiv.org/pdf/1611.01867v1,No journal ref found,none,cs.CL,Summary12254,1611.01874v2,2016-11-07T02:03:55Z,Neural Machine Translation with Reconstruction,"Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li",http://arxiv.org/pdf/1611.01874v2,No journal ref found,none,cs.CL,Summary12255,1611.01884v2,2016-11-07T03:39:52Z,AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification,"Depeng Liang, Yongdong Zhang",http://arxiv.org/pdf/1611.01884v2,No journal ref found,none,cs.CL,Summary12256,1611.02007v1,2016-11-07T12:08:13Z,Keyphrase Annotation with Graph Co-Ranking,"Adrien Bougouin, Florian Boudin, Béatrice Daille",http://arxiv.org/pdf/1611.02007v1,No journal ref found,none,cs.CL,Summary12257,1611.02025v1,2016-11-07T12:47:25Z,Presenting a New Dataset for the Timeline Generation Problem,"Xavier Holt, Will Radford, Ben Hachey",http://arxiv.org/pdf/1611.02025v1,No journal ref found,none,cs.CL,Summary12258,1611.02027v1,2016-11-07T12:51:22Z,":telephone::person::sailboat::whale::okhand:; or ""Call me Ishmael"" - How do you translate emoji?","Will Radford, Andrew Chisholm, Ben Hachey, Bo Han",http://arxiv.org/pdf/1611.02027v1,No journal ref found,none,cs.CL,Summary12259,1611.02091v2,2016-11-07T15:05:06Z,Building a comprehensive syntactic and semantic corpus of Chinese clinical texts,"Bin He, Bin Dong, Yi Guan, Jinfeng Yang, Zhipeng Jiang, Qiubin Yu, Jianyi Cheng, Chunyan Qu",http://arxiv.org/pdf/1611.02091v2,No journal ref found,none,cs.CL,Summary12260,1611.02344v2,2016-11-07T23:46:45Z,A Convolutional Encoder Model for Neural Machine Translation,"Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin",http://arxiv.org/pdf/1611.02344v2,No journal ref found,none,cs.CL,Summary12261,1611.02360v2,2016-11-08T01:47:41Z,Cruciform: Solving Crosswords with Natural Language Processing,"Dragomir Radev, Rui Zhang, Steve Wilson, Derek Van Assche, Henrique Spyra Gubert, Alisa Krivokapic, MeiXing Dong, Chongruo Wu, Spruce Bondera, Luke Brandl, Jeremy Dohmann",http://arxiv.org/pdf/1611.02360v2,No journal ref found,none,cs.CL,Summary12262,1611.02361v1,2016-11-08T01:48:15Z,Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents,"Rui Zhang, Honglak Lee, Dragomir Radev",http://arxiv.org/pdf/1611.02361v1,No journal ref found,none,cs.CL,Summary12263,1611.02378v2,2016-11-08T03:33:46Z,A Surrogate-based Generic Classifier for Chinese TV Series Reviews,"Yufeng Ma, Long Xia, Wenqi Shen, Mi Zhou, Weiguo Fan",http://arxiv.org/pdf/1611.02378v2,No journal ref found,none,cs.CL,Summary12264,1611.02550v1,2016-11-08T15:13:19Z,Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches,"Shane Settle, Karen Livescu",http://arxiv.org/pdf/1611.02550v1,No journal ref found,none,cs.CL,Summary12265,1611.02588v2,2016-11-08T16:19:17Z,Contradiction Detection for Rumorous Claims,"Piroska Lendvai, Uwe D. Reichel",http://arxiv.org/pdf/1611.02588v2,No journal ref found,none,cs.CL,Summary12266,1611.02590v2,2016-11-08T16:21:16Z,Veracity Computing from Lexical Cues and Perceived Certainty Trends,"Uwe D. Reichel, Piroska Lendvai",http://arxiv.org/pdf/1611.02590v2,No journal ref found,none,cs.CL,Summary12267,1611.02839v1,2016-11-09T07:37:28Z,Old Content and Modern Tools - Searching Named Entities in a Finnish OCRed Historical Newspaper Collection 1771-1910,"Kimmo Kettunen, Eetu Mäkelä, Teemu Ruokolainen, Juha Kuokkala, Laura Löfberg",http://arxiv.org/pdf/1611.02839v1,No journal ref found,none,cs.CL,Summary12268,1611.02956v2,2016-11-09T14:50:01Z,A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation,"Hong Jin Kang, Tao Chen, Muthu Kumar Chandrasekaran, Min-Yen Kan",http://arxiv.org/pdf/1611.02956v2,No journal ref found,none,cs.CL,Summary12269,1611.02988v1,2016-11-09T15:49:31Z,Distant supervision for emotion detection using Facebook reactions,"Chris Pool, Malvina Nissim",http://arxiv.org/pdf/1611.02988v1,No journal ref found,none,cs.CL,Summary12270,1611.03057v1,2016-11-09T19:39:15Z,When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter,"Barbara Plank, Malvina Nissim",http://arxiv.org/pdf/1611.03057v1,No journal ref found,none,cs.CL,Summary12271,1611.03279v1,2016-11-10T12:22:43Z,Tracing metaphors in time through self-distance in vector spaces,"Marco Del Tredici, Malvina Nissim, Andrea Zaninello",http://arxiv.org/pdf/1611.03279v1,No journal ref found,none,cs.CL,Summary12272,1611.03382v1,2016-11-10T16:23:04Z,Efficient Summarization with Read-Again and Copy Mechanism,"Wenyuan Zeng, Wenjie Luo, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1611.03382v1,No journal ref found,none,cs.CL,Summary12273,1611.03466v1,2016-11-10T20:13:36Z,Roadmap Enhanced Improvement to the VSIMM Tracker via a Constrained Stochastic Context Free Grammar,"Sijia Gao, Vikram Krishnamurthy",http://arxiv.org/pdf/1611.03466v1,No journal ref found,none,cs.CL,Summary12274,1611.03641v2,2016-11-11T10:06:29Z,Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure,"Oded Avraham, Yoav Goldberg",http://arxiv.org/pdf/1611.03641v2,No journal ref found,none,cs.CL,Summary12275,1611.03932v1,2016-11-12T01:49:48Z,Training IBM Watson using Automatically Generated Question-Answer Pairs,"Jangho Lee, Gyuwan Kim, Jaeyoon Yoo, Changwoo Jung, Minseok Kim, Sungroh Yoon",http://arxiv.org/pdf/1611.03932v1,No journal ref found,none,cs.CL,Summary12276,1611.03949v1,2016-11-12T03:55:10Z,Linguistically Regularized LSTMs for Sentiment Classification,"Qiao Qian, Minlie Huang, Xiaoyan Zhu",http://arxiv.org/pdf/1611.03949v1,No journal ref found,none,cs.CL,Summary12277,1611.04010v1,2016-11-12T15:59:22Z,Multi-Language Identification Using Convolutional Recurrent Neural Network,"Vrishabh Ajay Lakhani, Rohan Mahadev",http://arxiv.org/pdf/1611.04010v1,No journal ref found,none,cs.CL,Summary12278,1611.04052v1,2016-11-12T23:24:00Z,Semi-automatic Simultaneous Interpreting Quality Evaluation,Xiaojun Zhang,http://arxiv.org/pdf/1611.04052v1,"International Journal on Natural Language Computing (IJNLC) Vol. 5, No.5, October 2016",none,cs.CL,Summary12279,1611.04122v1,2016-11-13T12:20:33Z,Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence,"Yangqiu Song, Stephen Mayhew, Dan Roth",http://arxiv.org/pdf/1611.04122v1,No journal ref found,none,cs.CL,Summary12280,1611.04125v1,2016-11-13T12:32:20Z,Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion,"Xu Han, Zhiyuan Liu, Maosong Sun",http://arxiv.org/pdf/1611.04125v1,No journal ref found,none,cs.CL,Summary12281,1611.04230v1,2016-11-14T02:44:14Z,SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents,"Ramesh Nallapati, Feifei Zhai, Bowen Zhou",http://arxiv.org/pdf/1611.04230v1,No journal ref found,none,cs.CL,Summary12282,1611.04233v1,2016-11-14T02:48:46Z,A New Recurrent Neural CRF for Learning Non-linear Edge Features,"Shuming Ma, Xu Sun",http://arxiv.org/pdf/1611.04233v1,No journal ref found,none,cs.CL,Summary12283,1611.04234v1,2016-11-14T02:50:33Z,F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media,"Hangfeng He, Xu Sun",http://arxiv.org/pdf/1611.04234v1,No journal ref found,none,cs.CL,Summary12284,1611.04244v1,2016-11-14T03:54:10Z,Classify or Select: Neural Architectures for Extractive Document Summarization,"Ramesh Nallapati, Bowen Zhou, Mingbo Ma",http://arxiv.org/pdf/1611.04244v1,No journal ref found,none,cs.CL,Summary12285,1611.04326v2,2016-11-14T10:40:44Z,`Who would have thought of that!: A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection,"Aditya Joshi, Prayas Jain, Pushpak Bhattacharyya, Mark Carman",http://arxiv.org/pdf/1611.04326v2,No journal ref found,none,cs.CL,Summary12286,1611.04358v2,2016-11-14T12:24:27Z,Character-level Convolutional Network for Text Classification Applied to Chinese Corpus,"Weijie Huang, Jun Wang",http://arxiv.org/pdf/1611.04358v2,No journal ref found,none,cs.CL,Summary12287,1611.04491v1,2016-11-14T17:36:05Z,Ranking medical jargon in electronic health record notes by adapted distant supervision,"Jinying Chen, Abhyuday N. Jagannatha, Samah J. Jarad, Hong Yu",http://arxiv.org/pdf/1611.04491v1,No journal ref found,none,cs.CL,Summary12288,1611.04496v1,2016-11-14T17:47:03Z,Multi-view Recurrent Neural Acoustic Word Embeddings,"Wanjia He, Weiran Wang, Karen Livescu",http://arxiv.org/pdf/1611.04496v1,No journal ref found,none,cs.CL,Summary12289,1611.04684v1,2016-11-15T03:11:59Z,Knowledge Enhanced Hybrid Neural Network for Text Matching,"Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou",http://arxiv.org/pdf/1611.04684v1,No journal ref found,none,cs.CL,Summary12290,1611.04741v2,2016-11-15T08:48:22Z,A Neural Architecture Mimicking Humans End-to-End for Natural Language Inference,"Biswajit Paria, K. M. Annervaz, Ambedkar Dukkipati, Ankush Chatterjee, Sanjay Podder",http://arxiv.org/pdf/1611.04741v2,No journal ref found,none,cs.CL,Summary12291,1611.04798v1,2016-11-15T11:47:42Z,Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder,"Thanh-Le Ha, Jan Niehues, Alexander Waibel",http://arxiv.org/pdf/1611.04798v1,No journal ref found,none,cs.CL,Summary12292,1611.04822v1,2016-11-15T13:31:28Z,SimDoc: Topic Sequence Alignment based Document Similarity Framework,"Gaurav Maheshwari, Priyansh Trivedi, Harshita Sahijwani, Kunal Jha, Sourish Dasgupta, Jens Lehmann",http://arxiv.org/pdf/1611.04822v1,No journal ref found,none,cs.CL,Summary12293,1611.04837v1,2016-11-14T20:50:03Z,Lost in Space: Geolocation in Event Data,"Sophie J. Lee, Howard Liu, Michael D. Ward",http://arxiv.org/pdf/1611.04837v1,No journal ref found,none,cs.CL,Summary12294,1611.04928v2,2016-11-15T16:44:54Z,Neural Machine Translation with Pivot Languages,"Yong Cheng, Yang Liu, Qian Yang, Maosong Sun, Wei Xu",http://arxiv.org/pdf/1611.04928v2,No journal ref found,none,cs.CL,Summary12295,1611.04953v2,2016-11-15T17:38:10Z,End-to-End Neural Sentence Ordering Using Pointer Network,"Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1611.04953v2,No journal ref found,none,cs.CL,Summary12296,1611.04989v2,2016-11-15T19:02:35Z,Recurrent Neural Network based Part-of-Speech Tagger for Code-Mixed Social Media Text,"Raj Nath Patel, Prakash B. Pimpale, M Sasikumar",http://arxiv.org/pdf/1611.04989v2,"In Proceedings of the Tool Contest on POS tagging for Indian Social Media Text, ICON 2016",none,cs.CL,Summary12297,1611.05239v1,2016-11-16T12:04:19Z,How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources,"Kimmo Kettunen, Tuula Pääkkönen",http://arxiv.org/pdf/1611.05239v1,No journal ref found,none,cs.CL,Summary12298,1611.05360v1,2016-11-16T16:55:42Z,The Life of Lazarillo de Tormes and of His Machine Learning Adversities,"Javier de la Rosa, Juan-Luis Suárez",http://arxiv.org/pdf/1611.05360v1,"Lemir: Revista de Literatura Espa\~nola Medieval y del Renacimiento, 20 (2016)",none,cs.CL,Summary12299,1611.05384v1,2016-11-16T17:47:57Z,A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tagging,"Xinchi Chen, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1611.05384v1,No journal ref found,none,cs.CL,Summary12300,1611.05774v2,2016-11-17T16:41:41Z,What Do Recurrent Neural Network Grammars Learn About Syntax?,"Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith",http://arxiv.org/pdf/1611.05774v2,No journal ref found,none,cs.CL,Summary12301,1611.05962v1,2016-11-18T03:21:28Z,Word and Document Embeddings based on Neural Network Approaches,Siwei Lai,http://arxiv.org/pdf/1611.05962v1,No journal ref found,none,cs.CL,Summary12302,1611.06320v1,2016-11-19T07:14:59Z,Tracking Words in Chinese Poetry of Tang and Song Dynasties with the China Biographical Database,"Chao-Lin Liu, Kuo-Feng Luo",http://arxiv.org/pdf/1611.06320v1,No journal ref found,none,cs.CL,Summary12303,1611.06423v1,2016-11-19T20:12:19Z,Incorporating Pass-Phrase Dependent Background Models for Text Dependent Speaker Verification,"A. K. Sarkar, Zheng-Hua Tan",http://arxiv.org/pdf/1611.06423v1,No journal ref found,none,cs.CL,Summary12304,1611.06639v1,2016-11-21T03:26:29Z,Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling,"Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, Bo Xu",http://arxiv.org/pdf/1611.06639v1,No journal ref found,none,cs.CL,Summary12305,1611.06722v1,2016-11-21T11:07:11Z,False-Friend Detection and Entity Matching via Unsupervised Transliteration,"Yanqing Chen, Steven Skiena",http://arxiv.org/pdf/1611.06722v1,No journal ref found,none,cs.CL,Summary12306,1611.06788v1,2016-11-21T14:01:53Z,Bidirectional Tree-Structured LSTM with Head Lexicalization,"Zhiyang Teng, Yue Zhang",http://arxiv.org/pdf/1611.06788v1,No journal ref found,none,cs.CL,Summary12307,1611.07206v1,2016-11-22T09:11:42Z,Learning to Distill: The Essence Vector Modeling Framework,"Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang",http://arxiv.org/pdf/1611.07206v1,No journal ref found,none,cs.CL,Summary12308,1611.07232v4,2016-11-22T10:11:56Z,Compositional Learning of Relation Path Embedding for Knowledge Base Completion,"Xixun Lin, Yanchun Liang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan",http://arxiv.org/pdf/1611.07232v4,No journal ref found,none,cs.CL,Summary12309,1611.07804v1,2016-11-23T14:14:52Z,ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala,N. Astrakhantsev,http://arxiv.org/pdf/1611.07804v1,No journal ref found,none,cs.CL,Summary12310,1611.07954v1,2016-11-23T19:51:34Z,Emergent Logical Structure in Vector Representations of Neural Readers,"Hai Wang, Takeshi Onishi, Kevin Gimpel, David McAllester",http://arxiv.org/pdf/1611.07954v1,No journal ref found,none,cs.CL,Summary12311,1611.08358v1,2016-11-25T06:18:29Z,Kannada Spell Checker with Sandhi Splitter,"A N Akshatha, Chandana G Upadhyaya, Rajashekara S Murthy",http://arxiv.org/pdf/1611.08358v1,No journal ref found,none,cs.CL,Summary12312,1611.08459v1,2016-11-25T14:10:39Z,Neural Machine Translation with Latent Semantic of Image and Text,"Joji Toyama, Masanori Misono, Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo",http://arxiv.org/pdf/1611.08459v1,No journal ref found,none,cs.CL,Summary12313,1611.08562v2,2016-11-25T19:18:27Z,"A Simple, Fast Diverse Decoding Algorithm for Neural Generation","Jiwei Li, Will Monroe, Dan Jurafsky",http://arxiv.org/pdf/1611.08562v2,No journal ref found,none,cs.CL,Summary12314,1611.08656v1,2016-11-26T04:25:00Z,Attention-based Memory Selection Recurrent Network for Language Modeling,"Da-Rong Liu, Shun-Po Chuang, Hung-yi Lee",http://arxiv.org/pdf/1611.08656v1,No journal ref found,none,cs.CL,Summary12315,1611.08661v2,2016-11-26T05:42:20Z,Knowledge Graph Representation with Jointly Structural and Textual Encoding,"Jiacheng Xu, Kan Chen, Xipeng Qiu, Xuanjing Huang",http://arxiv.org/pdf/1611.08661v2,No journal ref found,none,cs.CL,Summary12316,1611.08765v1,2016-11-26T23:39:41Z,Fill it up: Exploiting partial dependency annotations in a minimum spanning tree parser,"Liang Sun, Jason Mielens, Jason Baldridge",http://arxiv.org/pdf/1611.08765v1,No journal ref found,none,cs.CL,Summary12317,1611.08813v1,2016-11-27T09:53:36Z,Semi Supervised Preposition-Sense Disambiguation using Multilingual Data,"Hila Gonen, Yoav Goldberg",http://arxiv.org/pdf/1611.08813v1,No journal ref found,none,cs.CL,Summary12318,1611.08987v2,2016-11-28T05:32:35Z,Exploiting Unlabeled Data for Neural Grammatical Error Detection,"Zhuoran Liu, Yang Liu",http://arxiv.org/pdf/1611.08987v2,No journal ref found,none,cs.CL,Summary12319,1611.09020v2,2016-11-28T08:20:54Z,Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records,"Jia Su, Bin He, Yi Guan, Jingchi Jiang, Jinfeng Yang",http://arxiv.org/pdf/1611.09020v2,No journal ref found,none,cs.CL,Summary12320,1611.09100v1,2016-11-28T12:57:07Z,Learning to Compose Words into Sentences with Reinforcement Learning,"Dani Yogatama, Phil Blunsom, Chris Dyer, Edward Grefenstette, Wang Ling",http://arxiv.org/pdf/1611.09100v1,No journal ref found,none,cs.CL,Summary12321,1611.09405v1,2016-11-28T22:03:22Z,An End-to-End Architecture for Keyword Spotting and Voice Activity Detection,"Chris Lengerich, Awni Hannun",http://arxiv.org/pdf/1611.09405v1,No journal ref found,none,cs.CL,Summary12322,1611.09799v1,2016-11-29T19:23:41Z,Geometry of Compositionality,"Hongyu Gong, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1611.09799v1,No journal ref found,none,cs.CL,Summary12323,1611.09900v1,2016-11-29T21:45:42Z,Context-aware Natural Language Generation with Recurrent Neural Networks,"Jian Tang, Yifan Yang, Sam Carton, Ming Zhang, Qiaozhu Mei",http://arxiv.org/pdf/1611.09900v1,No journal ref found,none,cs.CL,Summary12324,1611.10038v1,2016-11-30T07:53:34Z,Towards Accurate Word Segmentation for Chinese Patents,"Si Li, Nianwen Xue",http://arxiv.org/pdf/1611.10038v1,No journal ref found,none,cs.CL,Summary12325,1611.10122v1,2016-11-30T12:30:11Z,Deep encoding of etymological information in TEI,"Jack Bowers, Laurent Romary",http://arxiv.org/pdf/1611.10122v1,No journal ref found,none,cs.CL,Summary12326,1612.00246v1,2016-12-01T14:01:00Z,Multilingual Multiword Expressions,Lahari Poddar,http://arxiv.org/pdf/1612.00246v1,No journal ref found,none,cs.CL,Summary12327,1612.00394v1,2016-12-01T19:42:37Z,Definition Modeling: Learning to define word embeddings in natural language,"Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey",http://arxiv.org/pdf/1612.00394v1,No journal ref found,none,cs.CL,Summary12328,1612.00467v1,2016-12-01T21:06:54Z,Neural Document Embeddings for Intensive Care Patient Mortality Prediction,"Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland, Carsten Eickhoff",http://arxiv.org/pdf/1612.00467v1,No journal ref found,none,cs.CL,Summary12329,1612.00567v1,2016-12-02T04:55:24Z,Shift-Reduce Constituent Parsing with Neural Lookahead Features,"Jiangming Liu, Yue Zhang",http://arxiv.org/pdf/1612.00567v1,No journal ref found,none,cs.CL,Summary12330,1612.00584v1,2016-12-02T07:45:40Z,Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons,"Yuanzhi Ke, Masafumi Hagiwara",http://arxiv.org/pdf/1612.00584v1,No journal ref found,none,cs.CL,Summary12331,1612.00694v2,2016-12-01T13:16:00Z,ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA,"Song Han, Junlong Kang, Huizi Mao, Yiming Hu, Xin Li, Yubin Li, Dongliang Xie, Hong Luo, Song Yao, Yu Wang, Huazhong Yang, William J. Dally",http://arxiv.org/pdf/1612.00694v2,No journal ref found,none,cs.CL,Summary12332,1612.00729v1,2016-12-02T16:22:49Z,Automated assessment of non-native learner essays: Investigating the role of linguistic features,Sowmya Vajjala,http://arxiv.org/pdf/1612.00729v1,No journal ref found,none,cs.CL,Summary12333,1612.00866v1,2016-12-02T21:28:00Z,"Creating a Real-Time, Reproducible Event Dataset",John Beieler,http://arxiv.org/pdf/1612.00866v1,No journal ref found,none,cs.CL,Summary12334,1612.00969v1,2016-12-03T14:14:11Z,Unit Dependency Graph and its Application to Arithmetic Word Problem Solving,"Subhro Roy, Dan Roth",http://arxiv.org/pdf/1612.00969v1,No journal ref found,none,cs.CL,Summary12335,1612.01039v1,2016-12-04T00:22:44Z,CER: Complementary Entity Recognition via Knowledge Expansion on Large Unlabeled Product Reviews,"Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu",http://arxiv.org/pdf/1612.01039v1,No journal ref found,none,cs.CL,Summary12336,1612.01404v1,2016-12-05T15:48:06Z,Mapping the Dialog Act Annotations of the LEGO Corpus into the Communicative Functions of ISO 24617-2,"Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos",http://arxiv.org/pdf/1612.01404v1,No journal ref found,none,cs.CL,Summary12337,1612.01627v1,2016-12-06T01:57:39Z,Sequential Match Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots,"Yu Wu, Wei Wu, Ming Zhou, Zhoujun Li",http://arxiv.org/pdf/1612.01627v1,No journal ref found,none,cs.CL,Summary12338,1612.01744v1,2016-12-06T10:48:56Z,Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation,"Alexandre Berard, Olivier Pietquin, Christophe Servan, Laurent Besacier",http://arxiv.org/pdf/1612.01744v1,No journal ref found,none,cs.CL,Summary12339,1612.01848v2,2016-12-06T15:15:27Z,Condensed Memory Networks for Clinical Diagnostic Inferencing,"Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri",http://arxiv.org/pdf/1612.01848v2,No journal ref found,none,cs.CL,Summary12340,1612.02251v2,2016-12-07T14:03:15Z,When is multitask learning effective? Semantic sequence prediction under varying data conditions,"Héctor Martínez Alonso, Barbara Plank",http://arxiv.org/pdf/1612.02251v2,No journal ref found,none,cs.CL,Summary12341,1612.02703v1,2016-12-08T15:54:00Z,Embedding Words and Senses Together via Joint Knowledge-Enhanced Training,"Massimiliano Mancini, Jose Camacho-Collados, Ignacio Iacobacci, Roberto Navigli",http://arxiv.org/pdf/1612.02703v1,No journal ref found,none,cs.CL,Summary12342,1612.02706v1,2016-12-08T16:05:03Z,Mention2Vec: Entity Identification as Multitasking,Karl Stratos,http://arxiv.org/pdf/1612.02706v1,No journal ref found,none,cs.CL,Summary12343,1612.02801v1,2016-12-08T20:33:17Z,Discovering Conversational Dependencies between Messages in Dialogs,"Wenchao Du, Pascal Poupart, Wei Xu",http://arxiv.org/pdf/1612.02801v1,No journal ref found,none,cs.CL,Summary12344,1612.03205v1,2016-12-09T22:36:33Z,Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting,"Peter Potash, Alexey Romanov, Anna Rumshisky",http://arxiv.org/pdf/1612.03205v1,No journal ref found,none,cs.CL,Summary12345,1612.03216v1,2016-12-09T23:28:16Z,#HashtagWars: Learning a Sense of Humor,"Peter Potash, Alexey Romanov, Anna Rumshisky",http://arxiv.org/pdf/1612.03216v1,No journal ref found,none,cs.CL,Summary12346,1612.03266v1,2016-12-10T08:05:38Z,A Character-Word Compositional Neural Language Model for Finnish,"Matti Lankinen, Hannes Heikinheimo, Pyry Takala, Tapani Raiko, Juha Karhunen",http://arxiv.org/pdf/1612.03266v1,No journal ref found,none,cs.CL,Summary12347,1612.03659v1,2016-12-12T13:08:55Z,Unraveling reported dreams with text analytics,"Iris Hendrickx, Louis Onrust, Florian Kunneman, Ali Hürriyetoğlu, Antal van den Bosch, Wessel Stoop",http://arxiv.org/pdf/1612.03659v1,No journal ref found,none,cs.CL,Summary12348,1612.03762v1,2016-12-12T16:14:02Z,From narrative descriptions to MedDRA: automagically encoding adverse drug reactions,"Carlo Combi, Margherita Zorzi, Gabriele Pozzani, Ugo Moretti",http://arxiv.org/pdf/1612.03762v1,No journal ref found,none,cs.CL,Summary12349,1612.03791v2,2016-12-12T17:12:44Z,Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices,"Felix Stahlberg, Adrià de Gispert, Eva Hasler, Bill Byrne",http://arxiv.org/pdf/1612.03791v2,No journal ref found,none,cs.CL,Summary12350,1612.03969v1,2016-12-12T23:29:40Z,Tracking the World State with Recurrent Entity Networks,"Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun",http://arxiv.org/pdf/1612.03969v1,No journal ref found,none,cs.CL,Summary12351,1612.03975v1,2016-12-12T23:54:52Z,ConceptNet 5.5: An Open Multilingual Graph of General Knowledge,"Robert Speer, Joshua Chin, Catherine Havasi",http://arxiv.org/pdf/1612.03975v1,No journal ref found,none,cs.CL,Summary12352,1612.03990v1,2016-12-13T01:18:39Z,Evaluating Automatic Speech Recognition Systems in Comparison With Human Perception Results Using Distinctive Feature Measures,"Xiang Kong, Jeung-Yoon Choi, Stefanie Shattuck-Hufnagel",http://arxiv.org/pdf/1612.03990v1,ICASSP 2017,none,cs.CL,Summary12353,1612.03991v1,2016-12-13T01:25:14Z,Performance Improvements of Probabilistic Transcript-adapted ASR with Recurrent Neural Network and Language-specific Constraints,"Xiang Kong, Preethi Jyothi, Mark Hasegawa-Johnson",http://arxiv.org/pdf/1612.03991v1,No journal ref found,none,cs.CL,Summary12354,1612.04113v1,2016-12-13T12:03:39Z,Vicinity-Driven Paragraph and Sentence Alignment for Comparable Corpora,"Gustavo Henrique Paetzold, Lucia Specia",http://arxiv.org/pdf/1612.04113v1,No journal ref found,none,cs.CL,Summary12355,1612.04211v1,2016-12-13T14:49:47Z,Multi-Perspective Context Matching for Machine Comprehension,"Zhiguo Wang, Haitao Mi, Wael Hamza, Radu Florian",http://arxiv.org/pdf/1612.04211v1,No journal ref found,none,cs.CL,Summary12356,1612.04342v1,2016-12-13T20:22:36Z,Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors,"Radu Soricut, Nan Ding",http://arxiv.org/pdf/1612.04342v1,No journal ref found,none,cs.CL,Summary12357,1612.04460v2,2016-12-14T02:28:29Z,Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection,"Vered Shwartz, Enrico Santus, Dominik Schlechtweg",http://arxiv.org/pdf/1612.04460v2,No journal ref found,none,cs.CL,Summary12358,1612.04499v1,2016-12-14T06:05:39Z,Mining Compatible/Incompatible Entities from Question and Answering via Yes/No Answer Classification using Distant Label Expansion,"Hu Xu, Lei Shu, Jingyuan Zhang, Philip S. Yu",http://arxiv.org/pdf/1612.04499v1,No journal ref found,none,cs.CL,Summary12359,1612.04538v1,2016-12-14T09:00:21Z,Grammatical Constraints on Intra-sentential Code-Switching: From Theories to Working Models,"Gayatri Bhat, Monojit Choudhury, Kalika Bali",http://arxiv.org/pdf/1612.04538v1,No journal ref found,none,cs.CL,Summary12360,1612.04609v1,2016-12-14T12:46:18Z,Neural Emoji Recommendation in Dialogue Systems,"Ruobing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun",http://arxiv.org/pdf/1612.04609v1,No journal ref found,none,cs.CL,Summary12361,1612.04629v3,2016-12-14T13:45:35Z,How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs,Rico Sennrich,http://arxiv.org/pdf/1612.04629v3,No journal ref found,none,cs.CL,Summary12362,1612.04683v1,2016-12-14T15:21:48Z,Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation,"Mauro Cettolo, Mara Chinea Rios, Roldano Cattoni",http://arxiv.org/pdf/1612.04683v1,No journal ref found,none,cs.CL,Summary12363,1612.04732v1,2016-12-14T17:13:01Z,Multilingual Word Embeddings using Multigraphs,"Radu Soricut, Nan Ding",http://arxiv.org/pdf/1612.04732v1,No journal ref found,none,cs.CL,Summary12364,1612.04765v3,2016-12-14T18:37:30Z,CoPaSul Manual - Contour-based parametric and superpositional intonation stylization,Uwe D. Reichel,http://arxiv.org/pdf/1612.04765v3,No journal ref found,none,cs.CL,Summary12365,1612.05131v1,2016-12-15T16:30:11Z,Transition-based Parsing with Context Enhancement and Future Reward Reranking,"Fugen Zhou, Fuxiang Wu, Zhengchen Zhang, Minghui Dong",http://arxiv.org/pdf/1612.05131v1,No journal ref found,none,cs.CL,Summary12366,1612.05202v1,2016-12-15T19:28:17Z,Building a robust sentiment lexicon with (almost) no resource,"Mickael Rouvier, Benoit Favre",http://arxiv.org/pdf/1612.05202v1,No journal ref found,none,cs.CL,Summary12367,1612.05310v2,2016-12-15T23:41:13Z,Modeling Trolling in Social Media Conversations,Luis Gerardo Mojica,http://arxiv.org/pdf/1612.05310v2,No journal ref found,none,cs.CL,Summary12368,1612.05340v2,2016-12-16T02:49:53Z,Automatic Labelling of Topics with Neural Embeddings,"Shraey Bhatia, Jey Han Lau, Timothy Baldwin",http://arxiv.org/pdf/1612.05340v2,"Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), pp 953--963",none,cs.CL,Summary12369,1612.05420v1,2016-12-16T10:39:53Z,A Two-Phase Approach Towards Identifying Argument Structure in Natural Language,"Arkanath Pathak, Pawan Goyal, Plaban Bhowmick",http://arxiv.org/pdf/1612.05420v1,No journal ref found,none,cs.CL,Summary12370,1612.05555v2,2016-12-16T17:00:37Z,Neural Networks Classifier for Data Selection in Statistical Machine Translation,"Álvaro Peris, Mara Chinea-Rios, Francisco Casacuberta",http://arxiv.org/pdf/1612.05555v2,No journal ref found,none,cs.CL,Summary12371,1612.06027v3,2016-12-19T02:21:24Z,Neural Multi-Source Morphological Reinflection,"Katharina Kann, Ryan Cotterell, Hinrich Schütze",http://arxiv.org/pdf/1612.06027v3,No journal ref found,none,cs.CL,Summary12372,1612.06138v1,2016-12-19T11:49:49Z,Boosting Neural Machine Translation,"Dakun Zhang, Jungi Kim, Josep Crego, Jean Senellart",http://arxiv.org/pdf/1612.06138v1,No journal ref found,none,cs.CL,Summary12373,1612.06139v1,2016-12-19T11:50:58Z,Neural Machine Translation from Simplified Translations,"Josep Crego, Jean Senellart",http://arxiv.org/pdf/1612.06139v1,No journal ref found,none,cs.CL,Summary12374,1612.06140v1,2016-12-19T11:51:35Z,Domain Control for Neural Machine Translation,"Catherine Kobus, Josep Crego, Jean Senellart",http://arxiv.org/pdf/1612.06140v1,No journal ref found,none,cs.CL,Summary12375,1612.06141v1,2016-12-19T11:52:08Z,Domain specialization: a post-training domain adaptation for Neural Machine Translation,"Christophe Servan, Josep Crego, Jean Senellart",http://arxiv.org/pdf/1612.06141v1,No journal ref found,none,cs.CL,Summary12376,1612.06475v1,2016-12-20T01:23:00Z,Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles,"James Cross, Liang Huang",http://arxiv.org/pdf/1612.06475v1,No journal ref found,none,cs.CL,Summary12377,1612.06549v2,2016-12-20T08:49:59Z,Exploring Different Dimensions of Attention for Uncertainty Detection,"Heike Adel, Hinrich Schütze",http://arxiv.org/pdf/1612.06549v2,No journal ref found,none,cs.CL,Summary12378,1612.06572v2,2016-12-20T09:52:36Z,Unsupervised Dialogue Act Induction using Gaussian Mixtures,"Tomáš Brychcín, Pavel Král",http://arxiv.org/pdf/1612.06572v2,No journal ref found,none,cs.CL,Summary12379,1612.06581v1,2016-12-20T10:10:34Z,Grammar rules for the isiZulu complex verb,"C. Maria Keet, Langa Khumalo",http://arxiv.org/pdf/1612.06581v1,No journal ref found,none,cs.CL,Summary12380,1612.06671v1,2016-12-20T14:13:38Z,Inferring the location of authors from words in their texts,"Max Berggren, Jussi Karlgren, Robert Östling, Mikael Parkvall",http://arxiv.org/pdf/1612.06671v1,No journal ref found,none,cs.CL,Summary12381,1612.06685v1,2016-12-20T14:44:19Z,"Stateology: State-Level Interactive Charting of Language, Feelings, and Values","Konstantinos Pappas, Steven Wilson, Rada Mihalcea",http://arxiv.org/pdf/1612.06685v1,No journal ref found,none,cs.CL,Summary12382,1612.06778v2,2016-12-20T17:38:57Z,Text classification with sparse composite document vectors,"Dheeraj Mekala, Vivek Gupta, Harish Karnick",http://arxiv.org/pdf/1612.06778v2,No journal ref found,none,cs.CL,Summary12383,1612.06821v1,2016-12-20T19:39:59Z,User Bias Removal in Fine Grained Sentiment Analysis,"Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Janish Jindal, Harish Karnick",http://arxiv.org/pdf/1612.06821v1,No journal ref found,none,cs.CL,Summary12384,1612.06897v1,2016-12-20T22:07:51Z,Fast Domain Adaptation for Neural Machine Translation,"Markus Freitag, Yaser Al-Onaizan",http://arxiv.org/pdf/1612.06897v1,No journal ref found,none,cs.CL,Summary12385,1612.07130v1,2016-12-21T14:17:53Z,Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling,Gábor Berend,http://arxiv.org/pdf/1612.07130v1,No journal ref found,none,cs.CL,Summary12386,1612.07215v1,2016-12-21T16:12:45Z,Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data,Tengfei Ma,http://arxiv.org/pdf/1612.07215v1,No journal ref found,none,cs.CL,Summary12387,1612.07486v1,2016-12-22T08:29:25Z,Continuous multilinguality with language vectors,"Robert Östling, Jörg Tiedemann",http://arxiv.org/pdf/1612.07486v1,No journal ref found,none,cs.CL,Summary12388,1612.07495v2,2016-12-22T09:05:35Z,Noise Mitigation for Neural Entity Typing and Relation Extraction,"Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze",http://arxiv.org/pdf/1612.07495v2,No journal ref found,none,cs.CL,Summary12389,1612.07956v1,2016-12-23T12:58:58Z,A CRF Based POS Tagger for Code-mixed Indian Social Media Text,Kamal Sarkar,http://arxiv.org/pdf/1612.07956v1,No journal ref found,none,cs.CL,Summary12390,1612.08083v1,2016-12-23T20:32:33Z,Language Modeling with Gated Convolutional Networks,"Yann N. Dauphin, Angela Fan, Michael Auli, David Grangier",http://arxiv.org/pdf/1612.08083v1,No journal ref found,none,cs.CL,Summary12391,1612.08171v1,2016-12-24T12:37:19Z,KS_JU@DPIL-FIRE2016:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model,Kamal Sarkar,http://arxiv.org/pdf/1612.08171v1,No journal ref found,none,cs.CL,Summary12392,1612.08220v3,2016-12-24T21:36:07Z,Understanding Neural Networks through Representation Erasure,"Jiwei Li, Will Monroe, Dan Jurafsky",http://arxiv.org/pdf/1612.08220v3,No journal ref found,none,cs.CL,Summary12393,1612.08333v1,2016-12-26T07:17:30Z,Text Summarization using Deep Learning and Ridge Regression,Karthik Bangalore Mani,http://arxiv.org/pdf/1612.08333v1,No journal ref found,none,cs.CL,Summary12394,1612.08375v1,2016-12-26T13:13:38Z,Abstractive Headline Generation for Spoken Content by Attentive Recurrent Neural Networks with ASR Error Modeling,"Lang-Chi Yu, Hung-yi Lee, Lin-shan Lee",http://arxiv.org/pdf/1612.08375v1,No journal ref found,none,cs.CL,Summary12395,1612.08989v1,2016-12-28T21:10:28Z,Shamela: A Large-Scale Historical Arabic Corpus,"Yonatan Belinkov, Alexander Magidow, Maxim Romanov, Avi Shmidman, Moshe Koppel",http://arxiv.org/pdf/1612.08989v1,No journal ref found,none,cs.CL,Summary12396,1612.08994v1,2016-12-28T21:36:19Z,Heres My Point: Argumentation Mining with Pointer Networks,"Peter Potash, Alexey Romanov, Anna Rumshisky",http://arxiv.org/pdf/1612.08994v1,No journal ref found,none,cs.CL,Summary12397,1612.09113v1,2016-12-29T12:01:22Z,Deep Semi-Supervised Learning with Linguistically Motivated Sequence Labeling Task Hierarchies,"Jonathan Godwin, Pontus Stenetorp, Sebastian Riedel",http://arxiv.org/pdf/1612.09113v1,No journal ref found,none,cs.CL,Summary12398,1701.00066v1,2016-12-31T07:09:52Z,A POS Tagger for Code Mixed Indian Social Media Text - ICON-2016 NLP Tools Contest Entry from Surukam,"Sree Harsha Ramesh, Raveena R Kumar",http://arxiv.org/pdf/1701.00066v1,No journal ref found,none,cs.CL,Summary12399,1701.00145v2,2016-12-31T17:00:08Z,Expanding Subjective Lexicons for Social Media Mining with Embedding Subspaces,"Silvio Amir, Rámon Astudillo, Wang Ling, Paula C. Carvalho, Mário J. Silva",http://arxiv.org/pdf/1701.00145v2,No journal ref found,none,cs.CL,Summary12400,1701.00168v1,2016-12-31T21:37:10Z,Social Media Argumentation Mining: The Quest for Deliberateness in Raucousness,Jan Šnajder,http://arxiv.org/pdf/1701.00168v1,No journal ref found,none,cs.CL,Summary12401,1701.00188v1,2017-01-01T03:04:33Z,Aspect-augmented Adversarial Networks for Domain Adaptation,"Yuan Zhang, Regina Barzilay, Tommi Jaakkola",http://arxiv.org/pdf/1701.00188v1,No journal ref found,none,cs.CL,Summary12402,1701.00504v1,2017-01-02T19:23:55Z,Stance detection in online discussions,"Peter Krejzl, Barbora Hourová, Josef Steinberger",http://arxiv.org/pdf/1701.00504v1,No journal ref found,none,cs.CL,Summary12403,1701.00576v1,2017-01-03T04:15:51Z,Shortcut Sequence Tagging,"Huijia Wu, Jiajun Zhang, Chengqing Zong",http://arxiv.org/pdf/1701.00576v1,No journal ref found,none,cs.CL,Summary12404,1701.00728v1,2017-01-03T15:49:35Z,On (Commercial) Benefits of Automatic Text Summarization Systems in the News Domain: A Case of Media Monitoring and Media Response Analysis,"Pashutan Modaresi, Philipp Gross, Siavash Sefidrodi, Mirja Eckhof, Stefan Conrad",http://arxiv.org/pdf/1701.00728v1,No journal ref found,none,cs.CL,Summary12405,1701.00798v1,2017-01-03T19:41:24Z,Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences,"Amir Hossein Yazdavar, Monireh Ebrahimi, Naomie Salim",http://arxiv.org/pdf/1701.00798v1,No journal ref found,none,cs.CL,Summary12406,1701.00946v1,2017-01-04T10:13:02Z,Joint Semantic Synthesis and Morphological Analysis of the Derived Word,"Ryan Cotterell, Hinrich Schütze",http://arxiv.org/pdf/1701.00946v1,No journal ref found,none,cs.CL,Summary12407,1701.01126v1,2017-01-04T19:14:37Z,Textual Entailment with Structured Attentions and Composition,"Kai Zhao, Liang Huang, Mingbo Ma",http://arxiv.org/pdf/1701.01126v1,No journal ref found,none,cs.CL,Summary12408,1701.01505v1,2017-01-05T23:35:12Z,Crime Topic Modeling,"Da Kuang, P. Jeffrey Brantingham, Andrea L. Bertozzi",http://arxiv.org/pdf/1701.01505v1,No journal ref found,none,cs.CL,Summary12409,1701.01565v1,2017-01-06T08:18:38Z,Replication issues in syntax-based aspect extraction for opinion mining,"Edison Marrese-Taylor, Yutaka Matsuo",http://arxiv.org/pdf/1701.01565v1,No journal ref found,none,cs.CL,Summary12410,1701.01574v1,2017-01-06T08:52:41Z,Real Multi-Sense or Pseudo Multi-Sense: An Approach to Improve Word Representation,"Haoyue Shi, Caihua Li, Junfeng Hu",http://arxiv.org/pdf/1701.01574v1,No journal ref found,none,cs.CL,Summary12411,1701.01614v1,2017-01-06T12:28:15Z,Enumeration of Extractive Oracle Summaries,"Tsutomu Hirao, Masaaki Nishino, Jun Suzuki, Masaaki Nagata",http://arxiv.org/pdf/1701.01614v1,No journal ref found,none,cs.CL,Summary12412,1701.01623v1,2017-01-06T12:54:48Z,Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages,"Michael Sejr Schlichtkrull, Anders Søgaard",http://arxiv.org/pdf/1701.01623v1,No journal ref found,none,cs.CL,Summary12413,1701.01854v1,2017-01-07T16:27:44Z,Neural Machine Translation on Scarce-Resource Condition: A case-study on Persian-English,"Mohaddeseh Bastan, Shahram Khadivi, Mohammad Mehdi Homayounpour",http://arxiv.org/pdf/1701.01854v1,No journal ref found,none,cs.CL,Summary12414,1701.01908v1,2017-01-08T03:13:37Z,Sentence-level dialects identification in the greater China region,"Fan Xu, Mingwen Wang, Maoxi Li",http://arxiv.org/pdf/1701.01908v1,"International Journal on Natural Language Computing (IJNLC) Vol. 5, No.6, December 2016",none,cs.CL,Summary12415,1701.02073v1,2017-01-09T06:42:57Z,Neural Personalized Response Generation as Domain Adaptation,"Weinan Zhang, Ting Liu, Yifa Wang, Qingfu Zhu",http://arxiv.org/pdf/1701.02073v1,No journal ref found,none,cs.CL,Summary12416,1701.02149v1,2017-01-09T12:03:11Z,Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching,"Wenpeng Yin, Hinrich Schütze",http://arxiv.org/pdf/1701.02149v1,No journal ref found,none,cs.CL,Summary12417,1701.02795v1,2017-01-10T21:45:56Z,Bidirectional American Sign Language to English Translation,"Hardie Cate, Zeshan Hussain",http://arxiv.org/pdf/1701.02795v1,No journal ref found,none,cs.CL,Summary12418,1701.02877v1,2017-01-11T08:02:40Z,Generalisation in Named Entity Recognition: A Quantitative Analysis,"Isabelle Augenstein, Leon Derczynski, Kalina Bontcheva",http://arxiv.org/pdf/1701.02877v1,No journal ref found,none,cs.CL,Summary12419,1701.02901v1,2017-01-11T09:32:47Z,A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions,"Antonio Toral, Víctor M. Sánchez-Cartagena",http://arxiv.org/pdf/1701.02901v1,No journal ref found,none,cs.CL,Summary12420,1701.02925v1,2017-01-11T11:12:24Z,Question Analysis for Arabic Question Answering Systems,"Waheeb Ahmed, Dr. Anto P Babu",http://arxiv.org/pdf/1701.02925v1,No journal ref found,none,cs.CL,Summary12421,1701.02946v1,2017-01-11T12:16:25Z,Cross-lingual RST Discourse Parsing,"Chloé Braud, Maximin Coavoux, Anders Søgaard",http://arxiv.org/pdf/1701.02946v1,No journal ref found,none,cs.CL,Summary12422,1701.02962v1,2017-01-11T13:11:48Z,Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network,"Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu",http://arxiv.org/pdf/1701.02962v1,EACL2017,none,cs.CL,Summary12423,1701.03092v1,2017-01-11T18:42:09Z,Job Detection in Twitter,Besat Kassaie,http://arxiv.org/pdf/1701.03092v1,No journal ref found,none,cs.CL,Summary12424,1701.03129v1,2017-01-11T19:22:56Z,De-identification In practice,Besat Kassaie,http://arxiv.org/pdf/1701.03129v1,No journal ref found,none,cs.CL,Summary12425,1701.03163v1,2017-01-11T20:56:29Z,Parsing Universal Dependencies without training,"Héctor Martínez Alonso, Željko Agić, Barbara Plank, Anders Søgaard",http://arxiv.org/pdf/1701.03163v1,No journal ref found,none,cs.CL,Summary12426,1701.03185v1,2017-01-11T22:55:04Z,Generating Long and Diverse Responses with Neural Conversation Models,"Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil",http://arxiv.org/pdf/1701.03185v1,No journal ref found,none,cs.CL,Summary12427,1701.03214v2,2017-01-12T02:37:09Z,An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation,"Chenhui Chu, Raj Dabre, Sadao Kurohashi",http://arxiv.org/pdf/1701.03214v2,No journal ref found,none,cs.CL,Summary12428,1701.03231v1,2017-01-12T04:55:36Z,"Single-Pass, Adaptive Natural Language Filtering: Measuring Value in User Generated Comments on Large-Scale, Social Media News Forums",Manuel Amunategui,http://arxiv.org/pdf/1701.03231v1,No journal ref found,none,cs.CL,Summary12429,1701.03329v2,2017-01-12T13:03:49Z,A Data-Oriented Model of Literary Language,"Andreas van Cranenburgh, Rens Bod",http://arxiv.org/pdf/1701.03329v2,No journal ref found,none,cs.CL,Summary12430,1701.03338v1,2017-01-12T13:41:08Z,LanideNN: Multilingual Language Identification on Character Window,"Tom Kocmi, Ondřej Bojar",http://arxiv.org/pdf/1701.03338v1,No journal ref found,none,cs.CL,Summary12431,1701.03434v1,2017-01-12T17:51:12Z,SMARTies: Sentiment Models for Arabic Target Entities,"Noura Farra, Kathleen McKeown",http://arxiv.org/pdf/1701.03434v1,No journal ref found,none,cs.CL,Summary12432,1701.03578v1,2017-01-13T07:26:00Z,Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural Network,"Seunghyun Yoon, Hyeongu Yun, Yuna Kim, Gyu-tae Park, Kyomin Jung",http://arxiv.org/pdf/1701.03578v1,No journal ref found,none,cs.CL,Summary12433,1701.03849v2,2017-01-13T23:23:12Z,Deep Neural Networks for Czech Multi-label Document Classification,"Ladislav Lenc, Pavel Král",http://arxiv.org/pdf/1701.03849v2,No journal ref found,none,cs.CL,Summary12434,1701.03924v1,2017-01-14T14:18:54Z,QCRI Machine Translation Systems for IWSLT 16,"Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel",http://arxiv.org/pdf/1701.03924v1,No journal ref found,none,cs.CL,Summary12435,1701.04027v1,2017-01-15T11:08:28Z,Neural Models for Sequence Chunking,"Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou",http://arxiv.org/pdf/1701.04027v1,No journal ref found,none,cs.CL,Summary12436,1701.04056v1,2017-01-15T15:10:29Z,Dialog Context Language Modeling with Recurrent Neural Networks,"Bing Liu, Ian Lane",http://arxiv.org/pdf/1701.04056v1,No journal ref found,none,cs.CL,Summary12437,1701.04189v1,2017-01-16T06:49:01Z,Deep Memory Networks for Attitude Identification,"Cheng Li, Xiaoxiao Guo, Qiaozhu Mei",http://arxiv.org/pdf/1701.04189v1,No journal ref found,none,cs.CL,Summary12438,1701.04290v1,2017-01-16T13:55:01Z,Machine Translation Approaches and Survey for Indian Languages,"Nadeem Jadoon Khan, Waqas Anwar, Nadir Durrani",http://arxiv.org/pdf/1701.04290v1,No journal ref found,none,cs.CL,Summary12439,1701.05011v1,2017-01-18T11:10:59Z,Assessing User Expertise in Spoken Dialog System Interactions,"Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, José Lopes, Ricardo Ribeiro, David Martins de Matos",http://arxiv.org/pdf/1701.05011v1,"Advances in Speech and Language Technologies for Iberian Languages: Third International Conference, IberSPEECH 2016, Lisbon, Portugal, November 23-25, pp. 245-254",none,cs.CL,Summary12440,1701.05343v1,2017-01-19T09:32:08Z,A Joint Framework for Argumentative Text Analysis Incorporating Domain Knowledge,"Zhongyu Wei, Chen Li, Yang Liu",http://arxiv.org/pdf/1701.05343v1,No journal ref found,none,cs.CL,Summary12441,1701.05574v1,2017-01-19T19:32:06Z,Harnessing Cognitive Features for Sarcasm Detection,"Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya",http://arxiv.org/pdf/1701.05574v1,No journal ref found,none,cs.CL,Summary12442,1701.05581v1,2017-01-19T19:58:26Z,Leveraging Cognitive Features for Sentiment Analysis,"Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya",http://arxiv.org/pdf/1701.05581v1,No journal ref found,none,cs.CL,Summary12443,1701.05625v1,2017-01-19T22:14:25Z,CEVO: Comprehensive EVent Ontology Enhancing Cognitive Annotation,"Saeedeh Shekarpour, Valerie Shalin, Krishnaprasad Thirunarayan, Amit P. Sheth",http://arxiv.org/pdf/1701.05625v1,No journal ref found,none,cs.CL,Summary12444,1701.06521v1,2017-01-23T17:43:23Z,Incorporating Global Visual Features into Attention-Based Neural Machine Translation,"Iacer Calixto, Qun Liu, Nick Campbell",http://arxiv.org/pdf/1701.06521v1,No journal ref found,none,cs.CL,Summary12445,1701.06547v4,2017-01-23T18:32:27Z,Adversarial Learning for Neural Dialogue Generation,"Jiwei Li, Will Monroe, Tianlin Shi, Sébastien Jean, Alan Ritter, Dan Jurafsky",http://arxiv.org/pdf/1701.06547v4,No journal ref found,none,cs.CL,Summary12446,1701.06549v2,2017-01-23T18:36:37Z,Learning to Decode for Future Success,"Jiwei Li, Will Monroe, Dan Jurafsky",http://arxiv.org/pdf/1701.06549v2,No journal ref found,none,cs.CL,Summary12447,1701.07149v1,2017-01-25T03:04:31Z,Hierarchical Recurrent Attention Network for Response Generation,"Chen Xing, Wei Wu, Yu Wu, Ming Zhou, Yalou Huang, Wei-Ying Ma",http://arxiv.org/pdf/1701.07149v1,No journal ref found,none,cs.CL,Summary12448,1701.07880v1,2017-01-26T21:18:32Z,emLam -- a Hungarian Language Modeling baseline,Dávid Márk Nemeskey,http://arxiv.org/pdf/1701.07880v1,"In Proceedings of the 13th Conference on Hungarian Computational Linguistics (MSZNY), pp. 91-102. Szeged, 2017",none,cs.CL,Summary12449,1701.08071v1,2017-01-27T14:50:36Z,Emotion Recognition From Speech With Recurrent Neural Networks,"Vladimir Chernykh, Grigoriy Sterling, Pavel Prihodko",http://arxiv.org/pdf/1701.08071v1,No journal ref found,none,cs.CL,Summary12450,1701.08118v1,2017-01-27T17:09:07Z,Measuring the Reliability of Hate Speech Annotations: The Case of the European Refugee Crisis,"Björn Ross, Michael Rist, Guillermo Carbonell, Benjamin Cabrera, Nils Kurowsky, Michael Wojatzki",http://arxiv.org/pdf/1701.08118v1,"Proceedings of NLP4CMC III: 3rd Workshop on Natural Language Processing for Computer-Mediated Communication (Bochum), Bochumer Linguistische Arbeitsberichte, vol. 17, sep 2016, pp. 6-9",none,cs.CL,Summary12451,1701.08198v1,2017-01-27T21:28:57Z,Adversarial Evaluation of Dialogue Models,"Anjuli Kannan, Oriol Vinyals",http://arxiv.org/pdf/1701.08198v1,No journal ref found,none,cs.CL,Summary12452,1701.08303v1,2017-01-28T17:04:21Z,Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network,"Sunil Kumar Sahu, Ashish Anand",http://arxiv.org/pdf/1701.08303v1,No journal ref found,none,cs.CL,Summary12453,1701.08339v1,2017-01-29T00:22:24Z,Using English as Pivot to Extract Persian-Italian Parallel Sentences from Non-Parallel Corpora,"Ebrahim Ansari, M. H. Sadreddini, Mostafa Sheikhalishahi, Richard Wallace, Fatemeh Alimardani",http://arxiv.org/pdf/1701.08339v1,No journal ref found,none,cs.CL,Summary12454,1701.08340v1,2017-01-29T00:28:20Z,Extracting Bilingual Persian Italian Lexicon from Comparable Corpora Using Different Types of Seed Dictionaries,"Ebrahim Ansari, M. H. Sadreddini, Lucio Grandinetti, Mehdi Sheikhalishahi",http://arxiv.org/pdf/1701.08340v1,No journal ref found,none,cs.CL,Summary12455,1701.08533v1,2017-01-30T10:28:49Z,Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data,"Mohammad Aliannejadi, Masoud Kiaeeha, Shahram Khadivi, Saeed Shiry Ghidary",http://arxiv.org/pdf/1701.08533v1,No journal ref found,none,cs.CL,Summary12456,1701.08655v2,2017-01-30T15:37:25Z,Structural Analysis of Hindi Phonetics and A Method for Extraction of Phonetically Rich Sentences from a Very Large Hindi Text Corpus,"Shrikant Malviya, Rohit Mishra, Uma Shanker Tiwary",http://arxiv.org/pdf/1701.08655v2,No journal ref found,none,cs.CL,Summary12457,1701.08702v1,2017-01-27T18:43:31Z,"Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model","Dipaloke Saha, Md Saddam Hossain, MD. Saiful Islam, Sabir Ismail",http://arxiv.org/pdf/1701.08702v1,No journal ref found,none,cs.CL,Summary12458,1702.00167v2,2017-02-01T09:04:54Z,SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text,"Deepak Gupta, Shubham Tripathi, Asif Ekbal, Pushpak Bhattacharyya",http://arxiv.org/pdf/1702.00167v2,No journal ref found,none,cs.CL,Summary12459,1702.00500v2,2017-02-01T23:36:33Z,AMR-to-text Generation with Synchronous Node Replacement Grammar,"Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea",http://arxiv.org/pdf/1702.00500v2,No journal ref found,none,cs.CL,Summary12460,1702.00716v1,2017-02-02T15:41:46Z,Analysing Temporal Evolution of Interlingual Wikipedia Article Pairs,"Simon Gottschalk, Elena Demidova",http://arxiv.org/pdf/1702.00716v1,No journal ref found,none,cs.CL,Summary12461,1702.00764v1,2017-02-02T17:53:29Z,"Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey","Lorenzo Ferrone, Fabio Massimo Zanzotto",http://arxiv.org/pdf/1702.00764v1,No journal ref found,none,cs.CL,Summary12462,1702.00992v1,2017-02-03T13:06:25Z,Automatic Prediction of Discourse Connectives,"Eric Malmi, Daniele Pighin, Sebastian Krause, Mikhail Kozhevnikov",http://arxiv.org/pdf/1702.00992v1,No journal ref found,none,cs.CL,Summary12463,1702.01101v1,2017-02-03T18:19:47Z,Multilingual Multi-modal Embeddings for Natural Language Processing,"Iacer Calixto, Qun Liu, Nick Campbell",http://arxiv.org/pdf/1702.01101v1,No journal ref found,none,cs.CL,Summary12464,1702.01147v1,2017-02-03T20:31:34Z,Syntax-aware Neural Machine Translation Using CCG,"Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch",http://arxiv.org/pdf/1702.01147v1,No journal ref found,none,cs.CL,Summary12465,1702.01287v1,2017-02-04T13:46:53Z,Doubly-Attentive Decoder for Multi-modal Neural Machine Translation,"Iacer Calixto, Qun Liu, Nick Campbell",http://arxiv.org/pdf/1702.01287v1,No journal ref found,none,cs.CL,Summary12466,1702.01360v1,2017-02-05T02:22:31Z,An Empirical Evaluation of Zero Resource Acoustic Unit Discovery,"Chunxi Liu, Jinyi Yang, Ming Sun, Santosh Kesiraju, Alena Rott, Lucas Ondel, Pegah Ghahremani, Najim Dehak, Lukas Burget, Sanjeev Khudanpur",http://arxiv.org/pdf/1702.01360v1,No journal ref found,none,cs.CL,Summary12467,1702.01466v1,2017-02-05T23:16:01Z,Prepositions in Context,"Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1702.01466v1,No journal ref found,none,cs.CL,Summary12468,1702.01517v1,2017-02-06T07:29:01Z,Opinion Recommendation using Neural Memory Model,"Zhongqing Wang, Yue Zhang",http://arxiv.org/pdf/1702.01517v1,No journal ref found,none,cs.CL,Summary12469,1702.01569v1,2017-02-06T11:22:15Z,Neural Semantic Parsing over Multiple Knowledge-bases,"Jonathan Herzig, Jonathan Berant",http://arxiv.org/pdf/1702.01569v1,No journal ref found,none,cs.CL,Summary12470,1702.01587v1,2017-02-06T12:19:14Z,A Hybrid Approach For Hindi-English Machine Translation,"Omkar Dhariya, Shrikant Malviya, Uma Shanker Tiwary",http://arxiv.org/pdf/1702.01587v1,No journal ref found,none,cs.CL,Summary12471,1702.01711v1,2017-02-06T17:14:29Z,"Q-WordNet PPV: Simple, Robust and (almost) Unsupervised Generation of Polarity Lexicons for Multiple Languages","Iñaki San Vicente, Rodrigo Agerri, German Rigau",http://arxiv.org/pdf/1702.01711v1,"Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), pages 88-97, Gothenburg, Sweden, April 26-30 2014",none,cs.CL,Summary12472,1702.01714v1,2017-02-06T17:21:39Z,DNN adaptation by automatic quality estimation of ASR hypotheses,"Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi",http://arxiv.org/pdf/1702.01714v1,No journal ref found,none,cs.CL,Summary12473,1702.01776v1,2017-02-06T19:55:51Z,Multi-task Coupled Attentions for Category-specific Aspect and Opinion Terms Co-extraction,"Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier",http://arxiv.org/pdf/1702.01776v1,No journal ref found,none,cs.CL,Summary12474,1702.01802v1,2017-02-06T21:49:12Z,Ensemble Distillation for Neural Machine Translation,"Markus Freitag, Yaser Al-Onaizan, Baskaran Sankaran",http://arxiv.org/pdf/1702.01802v1,No journal ref found,none,cs.CL,Summary12475,1702.01806v1,2017-02-06T22:08:46Z,Beam Search Strategies for Neural Machine Translation,"Markus Freitag, Yaser Al-Onaizan",http://arxiv.org/pdf/1702.01806v1,No journal ref found,none,cs.CL,Summary12476,1702.01815v1,2017-02-06T22:50:49Z,Living a discrete life in a continuous world: Reference with distributed representations,"Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni",http://arxiv.org/pdf/1702.01815v1,No journal ref found,none,cs.CL,Summary12477,1702.01841v1,2017-02-07T01:39:02Z,The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task,"Roy Schwartz, Maarten Sap, Ioannis Konstas, Leila Zilles, Yejin Choi, Noah A. Smith",http://arxiv.org/pdf/1702.01841v1,No journal ref found,none,cs.CL,Summary12478,1702.01923v1,2017-02-07T08:33:35Z,Comparative Study of CNN and RNN for Natural Language Processing,"Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Schütze",http://arxiv.org/pdf/1702.01923v1,No journal ref found,none,cs.CL,Summary12479,1702.01932v1,2017-02-07T09:16:46Z,A Knowledge-Grounded Neural Conversation Model,"Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley",http://arxiv.org/pdf/1702.01932v1,No journal ref found,none,cs.CL,Summary12480,1702.01944v1,2017-02-07T10:18:07Z,EliXa: A Modular and Flexible ABSA Platform,"Iñaki San Vicente, Xabier Saralegi, Rodrigo Agerri",http://arxiv.org/pdf/1702.01944v1,"Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015). Association for Computational Linguistics, June 2015, Denver, Colorado, pp.748-752",none,cs.CL,Summary12481,1702.02098v2,2017-02-07T16:58:18Z,Fast and Accurate Sequence Labeling with Iterated Dilated Convolutions,"Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum",http://arxiv.org/pdf/1702.02098v2,No journal ref found,none,cs.CL,Summary12482,1702.02170v1,2017-02-07T19:21:50Z,How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks,"Stanisław Jastrzebski, Damian Leśniak, Wojciech Marian Czarnecki",http://arxiv.org/pdf/1702.02170v1,No journal ref found,none,cs.CL,Summary12483,1702.02171v3,2017-02-07T19:22:06Z,Domain Adaptation in Question Answering,"Sewon Min, Minjoon Seo, Hannaneh Hajishirzi",http://arxiv.org/pdf/1702.02171v3,No journal ref found,none,cs.CL,Summary12484,1702.02211v2,2017-02-07T21:43:21Z,Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology,"Tarek Sakakini, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1702.02211v2,No journal ref found,none,cs.CL,Summary12485,1702.02212v2,2017-02-07T21:49:13Z,MORSE: Semantic-ally Drive-n MORpheme SEgment-er,"Tarek Sakakini, Suma Bhat, Pramod Viswanath",http://arxiv.org/pdf/1702.02212v2,No journal ref found,none,cs.CL,Summary12486,1702.02261v1,2017-02-08T03:19:57Z,Social media mining for identification and exploration of health-related information from pregnant women,"Pramod Bharadwaj Chandrashekar, Arjun Magge, Abeed Sarker, Graciela Gonzalez",http://arxiv.org/pdf/1702.02261v1,No journal ref found,none,cs.CL,Summary12487,1702.02265v2,2017-02-08T03:32:23Z,Neural Machine Translation with Source-Side Latent Graph Parsing,"Kazuma Hashimoto, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1702.02265v2,No journal ref found,none,cs.CL,Summary12488,1702.02363v2,2017-02-08T10:45:23Z,Automatically Annotated Turkish Corpus for Named Entity Recognition and Text Categorization using Large-Scale Gazetteers,"H. Bahadir Sahin, Caglar Tirkaz, Eray Yildiz, Mustafa Tolga Eren, Ozan Sonmez",http://arxiv.org/pdf/1702.02363v2,No journal ref found,none,cs.CL,Summary12489,1702.02367v1,2017-02-08T10:58:02Z,Iterative Multi-document Neural Attention for Multiple Answer Prediction,"Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Gaetano Rossiello, Giovanni Semeraro",http://arxiv.org/pdf/1702.02367v1,No journal ref found,none,cs.CL,Summary12490,1702.02390v1,2017-02-08T12:11:41Z,A Hybrid Convolutional Variational Autoencoder for Text Generation,"Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth",http://arxiv.org/pdf/1702.02390v1,No journal ref found,none,cs.CL,Summary12491,1702.02535v1,2017-02-08T17:30:51Z,Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization,"Ye Zhang, Matthew Lease, Byron C. Wallace",http://arxiv.org/pdf/1702.02535v1,No journal ref found,none,cs.CL,Summary12492,1702.02584v1,2017-02-08T19:10:53Z,Convolutional Neural Network for Humor Recognition,"Lei Chen, Chong MIn Lee",http://arxiv.org/pdf/1702.02584v1,No journal ref found,none,cs.CL,Summary12493,1702.03033v1,2017-02-10T01:27:00Z,Local System Voting Feature for Machine Translation System Combination,"Markus Freitag, Jan-Thorsten Peter, Stephan Peitz, Minwei Feng, Hermann Ney",http://arxiv.org/pdf/1702.03033v1,No journal ref found,none,cs.CL,Summary12494,1702.03082v1,2017-02-10T07:22:08Z,UsingWord Embedding for Cross-Language Plagiarism Detection,"J. Ferrero, F. Agnes, L. Besacier, D. Schwab",http://arxiv.org/pdf/1702.03082v1,No journal ref found,none,cs.CL,Summary12495,1702.03196v2,2017-02-10T14:57:26Z,Universal Semantic Parsing,"Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata",http://arxiv.org/pdf/1702.03196v2,No journal ref found,none,cs.CL,Summary12496,1702.03305v1,2017-02-10T19:16:40Z,Universal Dependencies to Logical Forms with Negation Scope,"Federico Fancellu, Siva Reddy, Adam Lopez, Bonnie Webber",http://arxiv.org/pdf/1702.03305v1,No journal ref found,none,cs.CL,Summary12497,1702.03342v1,2017-02-10T22:44:59Z,Learning Concept Embeddings for Efficient Bag-of-Concepts Densification,"Walid Shalaby, Wlodek Zadrozny",http://arxiv.org/pdf/1702.03342v1,No journal ref found,none,cs.CL,Summary12498,1702.03470v1,2017-02-12T00:23:04Z,Vector Embedding of Wikipedia Concepts and Entities,"Ehsan Sherkat, Evangelos Milios",http://arxiv.org/pdf/1702.03470v1,No journal ref found,none,cs.CL,Summary12499,1702.03525v1,2017-02-12T13:19:03Z,Learning to Parse and Translate Improves Neural Machine Translation,"Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho",http://arxiv.org/pdf/1702.03525v1,No journal ref found,none,cs.CL,Summary12500,1702.03654v1,2017-02-13T07:08:28Z,A Morphology-aware Network for Morphological Disambiguation,"Eray Yildiz, Caglar Tirkaz, H. Bahadir Sahin, Mustafa Tolga Eren, Ozan Sonmez",http://arxiv.org/pdf/1702.03654v1,No journal ref found,none,cs.CL,Summary12501,1702.03706v1,2017-02-13T10:24:55Z,Multitask Learning with Deep Neural Networks for Community Question Answering,"Daniele Bonadiman, Antonio Uva, Alessandro Moschitti",http://arxiv.org/pdf/1702.03706v1,No journal ref found,none,cs.CL,Summary12502,1702.03856v1,2017-02-13T16:30:23Z,Towards speech-to-text translation without speech recognition,"Sameer Bansal, Herman Kamper, Adam Lopez, Sharon Goldwater",http://arxiv.org/pdf/1702.03856v1,No journal ref found,none,cs.CL,Summary12503,1702.03964v1,2017-02-13T19:52:02Z,The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations,"Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord, Pierre Ludmann, Duc-Duy Nguyen, Johan Bos",http://arxiv.org/pdf/1702.03964v1,No journal ref found,none,cs.CL,Summary12504,1702.04066v1,2017-02-14T03:47:34Z,JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction,"Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault",http://arxiv.org/pdf/1702.04066v1,No journal ref found,none,cs.CL,Summary12505,1702.04241v1,2015-11-19T11:38:42Z,Detection of Slang Words in e-Data using semi-Supervised Learning,"Alok Ranjan Pal, Diganta Saha",http://arxiv.org/pdf/1702.04241v1,No journal ref found,none,cs.CL,Summary12506,1702.04333v1,2017-02-14T18:46:47Z,On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition,"Angel Mario Castro Martinez, Sri Harish Mallidi, Bernd T. Meyer",http://arxiv.org/pdf/1702.04333v1,No journal ref found,none,cs.CL,Summary12507,1702.04372v1,2017-02-14T20:06:15Z,A case study on using speech-to-translation alignments for language documentation,"Antonios Anastasopoulos, David Chiang",http://arxiv.org/pdf/1702.04372v1,No journal ref found,none,cs.CL,Summary12508,1702.04457v1,2017-02-15T03:35:03Z,Automated Phrase Mining from Massive Text Corpora,"Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R Voss, Jiawei Han",http://arxiv.org/pdf/1702.04457v1,No journal ref found,none,cs.CL,Summary12509,1702.04488v2,2017-02-15T07:37:55Z,Transfer Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network,"Jingjing Xu, Xu Sun",http://arxiv.org/pdf/1702.04488v2,No journal ref found,none,cs.CL,Summary12510,1702.04510v1,2017-02-15T09:08:21Z,A Dependency-Based Neural Reordering Model for Statistical Machine Translation,"Christian Hadiwinoto, Hwee Tou Ng",http://arxiv.org/pdf/1702.04510v1,Proceedings of AAAI-17 (2017),none,cs.CL,Summary12511,1702.04615v1,2017-02-11T02:21:42Z,Automated Identification of Drug-Drug Interactions in Pediatric Congestive Heart Failure Patients,Daniel Miller,http://arxiv.org/pdf/1702.04615v1,No journal ref found,none,cs.CL,Summary12512,1702.04811v1,2017-02-15T23:04:09Z,An Analysis of Machine Learning Intelligence,"John P. Lalor, Hao Wu, Tsendsuren Munkhdalai, Hong Yu",http://arxiv.org/pdf/1702.04811v1,No journal ref found,none,cs.CL,Summary12513,1702.04938v1,2017-02-16T12:10:18Z,Fast and unsupervised methods for multilingual cognate clustering,"Taraka Rama, Johannes Wahle, Pavel Sofroniev, Gerhard Jäger",http://arxiv.org/pdf/1702.04938v1,No journal ref found,none,cs.CL,Summary12514,1702.05053v1,2017-02-16T17:09:12Z,Addressing the Data Sparsity Issue in Neural AMR Parsing,"Xiaochang Peng, Chuan Wang, Daniel Gildea, Nianwen Xue",http://arxiv.org/pdf/1702.05053v1,No journal ref found,none,cs.CL,Summary12515,1702.05398v1,2017-02-17T15:39:21Z,Experiment Segmentation in Scientific Discourse as Clause-level Structured Prediction using Recurrent Neural Networks,"Pradeep Dasigi, Gully A. P. C. Burns, Eduard Hovy, Anita de Waard",http://arxiv.org/pdf/1702.05398v1,No journal ref found,none,cs.CL,Summary12516,1702.05531v1,2017-02-17T22:10:28Z,Analysis and Optimization of fastText Linear Text Classifier,"Vladimir Zolotov, David Kung",http://arxiv.org/pdf/1702.05531v1,No journal ref found,none,cs.CL,Summary12517,1702.05624v1,2017-02-18T15:29:01Z,Reproducing and learning new algebraic operations on word embeddings using genetic programming,Roberto Santana,http://arxiv.org/pdf/1702.05624v1,No journal ref found,none,cs.CL,Summary12518,1702.05638v1,2017-02-18T18:10:04Z,A Stylometric Inquiry into Hyperpartisan and Fake News,"Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, Benno Stein",http://arxiv.org/pdf/1702.05638v1,No journal ref found,none,cs.CL,Summary12519,1702.05793v1,2017-02-19T20:37:40Z,"Harmonic Grammar, Optimality Theory, and Syntax Learnability: An Empirical Exploration of Czech Word Order","Ann Irvine, Mark Dredze",http://arxiv.org/pdf/1702.05793v1,No journal ref found,none,cs.CL,Summary12520,1702.05821v1,2017-02-20T00:23:06Z,Post-edit Analysis of Collective Biography Generation,"Bo Han, Will Radford, Anaïs Cadilhac, Art Harol, Andrew Chisholm, Ben Hachey",http://arxiv.org/pdf/1702.05821v1,No journal ref found,none,cs.CL,Summary12521,1702.05962v1,2017-02-20T13:36:23Z,Latent Variable Dialogue Models and their Diversity,"Kris Cao, Stephen Clark",http://arxiv.org/pdf/1702.05962v1,No journal ref found,none,cs.CL,Summary12522,1702.06027v1,2017-02-20T15:53:56Z,Parent Oriented Teacher Selection Causes Language Diversity,"Ibrahim Cimentepe, Haluk O. Bingol",http://arxiv.org/pdf/1702.06027v1,No journal ref found,none,cs.CL,Summary12523,1702.06135v2,2017-02-20T19:00:06Z,Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages,"Raj Dabre, Fabien Cromieres, Sadao Kurohashi",http://arxiv.org/pdf/1702.06135v2,No journal ref found,none,cs.CL,Summary12524,1702.06235v1,2017-02-21T01:30:59Z,Learning to generate one-sentence biographies from Wikidata,"Andrew Chisholm, Will Radford, Ben Hachey",http://arxiv.org/pdf/1702.06235v1,No journal ref found,none,cs.CL,Summary12525,1702.06239v1,2017-02-21T02:18:38Z,Reinforcement Learning Based Argument Component Detection,"Yang Gao, Hao Wang, Chen Zhang, Wei Wang",http://arxiv.org/pdf/1702.06239v1,No journal ref found,none,cs.CL,Summary12526,1702.06336v1,2017-02-21T11:34:14Z,Hybrid Dialog State Tracker with ASR Features,"Miroslav Vodolán, Rudolf Kadlec, Jan Kleindienst",http://arxiv.org/pdf/1702.06336v1,No journal ref found,none,cs.CL,Summary12527,1702.06378v2,2017-02-21T13:39:35Z,Multitask Learning with CTC and Segmental CRF for Speech Recognition,"Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith",http://arxiv.org/pdf/1702.06378v2,No journal ref found,none,cs.CL,Summary12528,1702.06589v1,2017-02-21T21:24:26Z,Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables,"Till Haug, Octavian-Eugen Ganea, Paulina Grnarova",http://arxiv.org/pdf/1702.06589v1,No journal ref found,none,cs.CL,Summary12529,1702.06594v1,2017-02-21T21:36:51Z,On the Complexity of CCG Parsing,"Marco Kuhlmann, Giorgio Satta, Peter Jonsson",http://arxiv.org/pdf/1702.06594v1,No journal ref found,none,cs.CL,Summary12530,1702.06672v1,2017-02-22T04:30:09Z,Calculating Probabilities Simplifies Word Learning,"Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson",http://arxiv.org/pdf/1702.06672v1,No journal ref found,none,cs.CL,Summary12531,1702.06675v1,2017-02-22T04:50:23Z,Context-Aware Prediction of Derivational Word-forms,"Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn",http://arxiv.org/pdf/1702.06675v1,No journal ref found,none,cs.CL,Summary12532,1702.06696v1,2017-02-22T07:41:08Z,One Representation per Word - Does it make Sense for Composition?,"Thomas Kober, Julie Weeds, John Wilkie, Jeremy Reffin, David Weir",http://arxiv.org/pdf/1702.06696v1,No journal ref found,none,cs.CL,Summary12533,1702.06703v1,2017-02-22T08:32:47Z,Data Distillation for Controlling Specificity in Dialogue Generation,"Jiwei Li, Will Monroe, Dan Jurafsky",http://arxiv.org/pdf/1702.06703v1,No journal ref found,none,cs.CL,Summary12534,1702.06709v1,2017-02-22T08:59:37Z,Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings,"Abhishek, Ashish Anand, Amit Awekar",http://arxiv.org/pdf/1702.06709v1,No journal ref found,none,cs.CL,Summary12535,1702.06733v1,2017-02-22T10:10:44Z,Improving a Strong Neural Parser with Conjunction-Specific Features,"Jessica Ficler, Yoav Goldberg",http://arxiv.org/pdf/1702.06733v1,EACL 2017,none,cs.CL,Summary12536,1702.06740v1,2017-02-22T10:34:47Z,A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data,"Qiaolin Xia, Baobao Chang, Zhifang Sui",http://arxiv.org/pdf/1702.06740v1,No journal ref found,none,cs.CL,Summary12537,1702.06794v1,2017-02-22T13:49:18Z,Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing,"Minh Le, Antske Fokkens",http://arxiv.org/pdf/1702.06794v1,No journal ref found,none,cs.CL,Summary12538,1702.06891v1,2017-02-22T16:50:25Z,EVE: Explainable Vector Based Embedding Technique Using Wikipedia,"M. Atif Qureshi, Derek Greene",http://arxiv.org/pdf/1702.06891v1,No journal ref found,none,cs.CL,Summary12539,1702.07015v1,2017-02-22T21:44:02Z,Unsupervised Learning of Morphological Forests,"Jiaming Luo, Karthik Narasimhan, Regina Barzilay",http://arxiv.org/pdf/1702.07015v1,No journal ref found,none,cs.CL,Summary12540,1702.07046v1,2017-02-22T23:39:03Z,Feature Generation for Robust Semantic Role Labeling,"Travis Wolfe, Mark Dredze, Benjamin Van Durme",http://arxiv.org/pdf/1702.07046v1,No journal ref found,none,cs.CL,Summary12541,1702.07117v1,2017-02-23T07:16:03Z,LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations,"Jarvan Law, Hankz Hankui Zhuo, Junhua He, Erhu Rong",http://arxiv.org/pdf/1702.07117v1,No journal ref found,none,cs.CL,Summary12542,1702.07203v1,2017-02-23T13:13:53Z,"Utilizing Lexical Similarity for pivot translation involving resource-poor, related languages","Anoop Kunchukuttan, Maulik Shah, Pradyot Prakash, Pushpak Bhattacharyya",http://arxiv.org/pdf/1702.07203v1,No journal ref found,none,cs.CL,Summary12543,1702.07285v2,2017-02-23T16:47:01Z,Are Emojis Predictable?,"Francesco Barbieri, Miguel Ballesteros, Horacio Saggion",http://arxiv.org/pdf/1702.07285v2,No journal ref found,none,cs.CL,Summary12544,1702.07324v1,2017-02-23T18:19:35Z,Inherent Biases of Recurrent Neural Networks for Phonological Assimilation and Dissimilation,Amanda Doucette,http://arxiv.org/pdf/1702.07324v1,No journal ref found,none,cs.CL,Summary12545,1702.07495v1,2017-02-24T08:35:10Z,Dirichlet-vMF Mixture Model,Shaohua Li,http://arxiv.org/pdf/1702.07495v1,No journal ref found,none,cs.CL,Summary12546,1702.07507v1,2017-02-24T09:26:10Z,"Use Generalized Representations, But Do Not Forget Surface Features","Nafise Sadat Moosavi, Michael Strube",http://arxiv.org/pdf/1702.07507v1,No journal ref found,none,cs.CL,Summary12547,1702.07793v1,2017-02-24T22:49:13Z,Residual Convolutional CTC Networks for Automatic Speech Recognition,"Yisen Wang, Xuejiao Deng, Songbai Pu, Zhiheng Huang",http://arxiv.org/pdf/1702.07793v1,No journal ref found,none,cs.CL,Summary12548,1702.07835v1,2017-02-25T05:16:15Z,Critical Survey of the Freely Available Arabic Corpora,Wajdi Zaghouani,http://arxiv.org/pdf/1702.07835v1,No journal ref found,none,cs.CL,Summary12549,1702.07998v1,2017-02-26T08:07:26Z,Detecting (Un)Important Content for Single-Document News Summarization,"Yinfei Yang, Forrest Sheng Bao, Ani Nenkova",http://arxiv.org/pdf/1702.07998v1,No journal ref found,none,cs.CL,Summary12550,1702.08021v1,2017-02-26T11:22:41Z,Friends and Enemies of Clinton and Trump: Using Context for Detecting Stance in Political Tweets,"Mirko Lai, Delia Irazú Hernández Farías, Viviana Patti, Paolo Rosso",http://arxiv.org/pdf/1702.08021v1,No journal ref found,none,cs.CL,Summary12551,1702.08217v1,2017-02-27T10:09:46Z,A case study on English-Malayalam Machine Translation,"Sreelekha S, Pushpak Bhattacharyya",http://arxiv.org/pdf/1702.08217v1,No journal ref found,none,cs.CL,Summary12552,1702.08303v1,2017-02-27T14:37:21Z,Identifying beneficial task relations for multi-task learning in deep neural networks,"Joachim Bingel, Anders Søgaard",http://arxiv.org/pdf/1702.08303v1,No journal ref found,none,cs.CL,Summary12553,1702.08451v1,2017-02-27T13:38:08Z,Approches danalyse distributionnelle pour améliorer la désambiguïsation sémantique,"Mokhtar Billami, Núria Gala",http://arxiv.org/pdf/1702.08451v1,No journal ref found,none,cs.CL,Summary12554,1702.08563v1,2017-02-27T22:25:45Z,Improving Machine Learning Ability with Fine-Tuning,"John P. Lalor, Hao Wu, Hong Yu",http://arxiv.org/pdf/1702.08563v1,No journal ref found,none,cs.CL,Summary12555,1702.08653v1,2017-02-28T05:43:10Z,Scaffolding Networks for Teaching and Learning to Comprehend,"Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang",http://arxiv.org/pdf/1702.08653v1,No journal ref found,none,cs.CL,Summary12556,1702.08866v1,2017-02-24T21:49:45Z,Studying Positive Speech on Twitter,"Marina Sokolova, Vera Sazonova, Kanyi Huang, Rudraneel Chakraboty, Stan Matwin",http://arxiv.org/pdf/1702.08866v1,No journal ref found,none,cs.CL,Summary12557,1703.00089v1,2017-02-28T23:54:57Z,A Joint Identification Approach for Argumentative Writing Revisions,"Fan Zhang, Diane Litman",http://arxiv.org/pdf/1703.00089v1,No journal ref found,none,cs.CL,Summary12558,1703.00538v1,2017-03-01T22:37:02Z,Unsupervised Ensemble Ranking of Terms in Electronic Health Record Notes Based on Their Importance to Patients,"Jinying Chen, Hong Yu",http://arxiv.org/pdf/1703.00538v1,No journal ref found,none,cs.CL,Summary12559,1703.00572v1,2017-03-02T01:08:10Z,Structural Embedding of Syntactic Trees for Machine Comprehension,"Rui Liu, Junjie Hu, Wei Wei, Zi Yang, Eric Nyberg",http://arxiv.org/pdf/1703.00572v1,No journal ref found,none,cs.CL,Summary12560,1703.00782v1,2017-03-02T13:49:23Z,Lock-Free Parallel Perceptron for Graph-based Dependency Parsing,"Xu Sun, Shuming Ma",http://arxiv.org/pdf/1703.00782v1,No journal ref found,none,cs.CL,Summary12561,1703.00993v1,2017-03-02T23:58:54Z,A Comparative Study of Word Embeddings for Reading Comprehension,"Bhuwan Dhingra, Hanxiao Liu, Ruslan Salakhutdinov, William W. Cohen",http://arxiv.org/pdf/1703.00993v1,No journal ref found,none,cs.CL,Summary12562,1703.01024v1,2017-03-03T03:14:28Z,Exponential Moving Average Model in Parallel Speech Recognition Training,"Xu Tian, Jun Zhang, Zejun Ma, Yi He, Juan Wei",http://arxiv.org/pdf/1703.01024v1,No journal ref found,none,cs.CL,Summary12563,1703.01485v1,2017-03-04T15:55:01Z,Lexical Resources for Hindi Marathi MT,"Sreelekha S, Pushpak Bhattacharyya",http://arxiv.org/pdf/1703.01485v1,No journal ref found,none,cs.CL,Summary12564,1703.01694v1,2017-03-06T00:38:51Z,Word forms - not just their lengths- are optimized for efficient communication,"Stephan C. Meylan, Thomas L. Griffiths",http://arxiv.org/pdf/1703.01694v1,No journal ref found,none,cs.CL,Summary12565,1703.01726v1,2017-03-06T05:07:12Z,A Novel Comprehensive Approach for Estimating Concept Semantic Similarity in WordNet,"Xiao-gang Zhang, Shou-qian Sun, Ke-jun Zhang",http://arxiv.org/pdf/1703.01726v1,No journal ref found,none,cs.CL,Summary12566,1703.02019v1,2017-03-06T18:44:49Z,Performing Stance Detection on Twitter Data using Computational Linguistics Techniques,"Gourav G. Shenoy, Erika H. Dsouza, Sandra Kübler",http://arxiv.org/pdf/1703.02019v1,No journal ref found,none,cs.CL,Summary12567,1703.02031v1,2017-03-05T15:07:10Z,Random vector generation of a semantic space,"Jean-François Delpech, Sabine Ploux",http://arxiv.org/pdf/1703.02031v1,No journal ref found,none,cs.CL,Summary12568,1703.02136v1,2017-03-06T22:37:43Z,English Conversational Telephone Speech Recognition by Humans and Machines,"George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall",http://arxiv.org/pdf/1703.02136v1,No journal ref found,none,cs.CL,Summary12569,1703.02166v1,2017-03-07T01:13:39Z,Building a Syllable Database to Solve the Problem of Khmer Word Segmentation,Nam Tran Van,http://arxiv.org/pdf/1703.02166v1,No journal ref found,none,cs.CL,Summary12570,1703.02517v1,2017-03-07T18:35:33Z,Learning opacity in Stratal Maximum Entropy Grammar,"Aleksei Nazarov, Joe Pater",http://arxiv.org/pdf/1703.02517v1,No journal ref found,none,cs.CL,Summary12571,cs/9901014v1,1999-01-27T17:48:14Z,"Minimum Description Length Induction, Bayesianism, and Kolmogorov Complexity","Paul Vitanyi, Ming Li",http://arxiv.org/pdf/cs/9901014v1,"IEEE Transactions on Information Theory, 46:2(2000), 446-464",none,cs.LG,Summary12572,quant-ph/0011122v2,2000-11-30T14:23:55Z,Algorithmic Theories of Everything,Juergen Schmidhuber,http://arxiv.org/pdf/quant-ph/0011122v2,"Sections 1-5 in: Hierarchies of generalized Kolmogorov complexities and nonenumerable universal measures computable in the limit. International Journal of Foundations of Computer Science 13(4):587-612 (2002). Section 6 in: The Speed Prior: A New Simplicity Measure Yielding Near-Optimal Computable Predictions. In J. Kivinen and R. H. Sloan, editors, Proceedings of the 15th Annual Conference on Computational Learning Theory (COLT 2002), Sydney, Australia, Lecture Notes in Artificial Intelligence, pages 216--228. Springer, 2002.",none,quant-ph,Summary12573,1106.3703v2,2011-06-19T04:20:16Z,Prediction and Modularity in Dynamical Systems,"Artemy Kolchinsky, Luis M. Rocha",http://arxiv.org/pdf/1106.3703v2,No journal ref found,none,nlin.AO,Summary12574,1410.0719v2,2014-10-02T21:40:08Z,"Proceedings of the second ""international Traveling Workshop on Interactions between Sparse models and Technology"" (iTWIST14)","L. Jacques, C. De Vleeschouwer, Y. Boursier, P. Sudhakar, C. De Mol, A. Pizurica, S. Anthoine, P. Vandergheynst, P. Frossard, C. Bilen, S. Kitic, N. Bertin, R. Gribonval, N. Boumal, B. Mishra, P. -A. Absil, R. Sepulchre, S. Bundervoet, C. Schretter, A. Dooms, P. Schelkens, O. Chabiron, F. Malgouyres, J. -Y. Tourneret, N. Dobigeon, P. Chainais, C. Richard, B. Cornelis, I. Daubechies, D. Dunson, M. Dankova, P. Rajmic, K. Degraux, V. Cambareri, B. Geelen, G. Lafruit, G. Setti, J. -F. Determe, J. Louveaux, F. Horlin, A. Drémeau, P. Heas, C. Herzet, V. Duval, G. Peyré, A. Fawzi, M. Davies, N. Gillis, S. A. Vavasis, C. Soussen, L. Le Magoarou, J. Liang, J. Fadili, A. Liutkus, D. Martina, S. Gigan, L. Daudet, M. Maggioni, S. Minsker, N. Strawn, C. Mory, F. Ngole, J. -L. Starck, I. Loris, S. Vaiter, M. Golbabaee, D. Vukobratovic",http://arxiv.org/pdf/1410.0719v2,No journal ref found,none,cs.NA,Summary12575,0705.2363v1,2007-05-16T14:23:17Z,Lasso type classifiers with a reject option,Marten Wegkamp,http://arxiv.org/pdf/0705.2363v1,"Electronic Journal of Statistics 2007, Vol. 1, 155-168",none,stat.ML,Summary12576,0706.3499v1,2007-06-24T06:50:24Z,Metric Embedding for Nearest Neighbor Classification,"Bharath K. Sriperumbudur, Gert R. G. Lanckriet",http://arxiv.org/pdf/0706.3499v1,No journal ref found,none,stat.ML,Summary12577,0707.3536v1,2007-07-24T12:45:39Z,Degenerating families of dendrograms,Patrick Erik Bradley,http://arxiv.org/pdf/0707.3536v1,"J. Classif. 25, 27-42 (2008)",none,stat.ML,Summary12578,0707.4072v1,2007-07-27T09:37:28Z,Families of dendrograms,Patrick Erik Bradley,http://arxiv.org/pdf/0707.4072v1,No journal ref found,none,stat.ML,Summary12579,0709.2760v3,2007-09-18T06:45:30Z,Supervised Machine Learning with a Novel Kernel Density Estimator,"Yen-Jen Oyang, Darby Tien-Hao Chang, Yu-Yen Ou, Hao-Geng Hung, Chih-Peng Wu, Chien-Yu Chen",http://arxiv.org/pdf/0709.2760v3,No journal ref found,none,stat.ML,Summary12580,0709.2936v1,2007-09-18T23:56:17Z,Bayesian Classification and Regression with High Dimensional Features,Longhai Li,http://arxiv.org/pdf/0709.2936v1,No journal ref found,none,stat.ML,Summary12581,0709.2989v1,2007-09-19T10:56:13Z,Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains,"A. Lecchini-Visintini, J. Lygeros, J. Maciejowski",http://arxiv.org/pdf/0709.2989v1,No journal ref found,none,stat.ML,Summary12582,0710.0845v3,2007-10-03T17:32:21Z,The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies,"David M. Blei, Thomas L. Griffiths, Michael I. Jordan",http://arxiv.org/pdf/0710.0845v3,No journal ref found,none,stat.ML,Summary12583,0710.3183v1,2007-10-16T21:16:29Z,Probabilistic coherence and proper scoring rules,"Joel Predd, Robert Seiringer, Elliott H. Lieb, Daniel Osherson, Vincent Poor, Sanjeev Kulkarni",http://arxiv.org/pdf/0710.3183v1,"IEEE T. Inform. Theory 55, 4786 (2009)",none,stat.ML,Summary12584,0710.3742v1,2007-10-19T17:18:30Z,Bayesian Online Changepoint Detection,"Ryan Prescott Adams, David J. C. MacKay",http://arxiv.org/pdf/0710.3742v1,No journal ref found,none,stat.ML,Summary12585,0711.2434v1,2007-11-15T15:09:41Z,Variable importance in binary regression trees and forests,Hemant Ishwaran,http://arxiv.org/pdf/0711.2434v1,"Electronic Journal of Statistics 2007, Vol. 1, 519-537",none,stat.ML,Summary12586,0712.0248v1,2007-12-03T13:49:36Z,Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning,Olivier Catoni,http://arxiv.org/pdf/0712.0248v1,"IMS Lecture Notes Monograph Series 2007, Vol. 56, i-xii, 1-163",none,stat.ML,Summary12587,0802.2906v2,2008-02-20T18:26:31Z,Classification Constrained Dimensionality Reduction,"Raviv Raich, Jose A. Costa, Steven B. Damelin, Alfred O. Hero III",http://arxiv.org/pdf/0802.2906v2,No journal ref found,none,stat.ML,Summary12588,0803.1628v1,2008-03-11T18:38:52Z,Component models for large networks,"Janne Sinkkonen, Janne Aukia, Samuel Kaski",http://arxiv.org/pdf/0803.1628v1,No journal ref found,none,stat.ML,Summary12589,0804.1026v1,2008-04-07T13:46:27Z,Testing for Homogeneity with Kernel Fisher Discriminant Analysis,"Zaid Harchaoui, Francis Bach, Eric Moulines",http://arxiv.org/pdf/0804.1026v1,No journal ref found,none,stat.ML,Summary12590,0804.1325v1,2008-04-08T16:58:11Z,On the underestimation of model uncertainty by Bayesian K-nearest neighbors,"Wanhua Su, Hugh Chipman, Mu Zhu",http://arxiv.org/pdf/0804.1325v1,No journal ref found,none,stat.ML,Summary12591,0804.2848v1,2008-04-17T16:25:48Z,Information Preserving Component Analysis: Data Projections for Flow Cytometry Analysis,"Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero III",http://arxiv.org/pdf/0804.2848v1,No journal ref found,none,stat.ML,Summary12592,0805.1390v1,2008-05-09T17:52:42Z,Random projection trees for vector quantization,"Sanjoy Dasgupta, Yoav Freund",http://arxiv.org/pdf/0805.1390v1,No journal ref found,none,stat.ML,Summary12593,0806.2646v1,2008-06-16T19:54:49Z,Manifold Learning: The Price of Normalization,"Y. Goldberg, A. Zakai, D. Kushnir, Y. Ritov",http://arxiv.org/pdf/0806.2646v1,No journal ref found,none,stat.ML,Summary12594,0806.2669v1,2008-06-16T20:41:57Z,Local Procrustes for Manifold Embedding: A Measure of Embedding Quality and Embedding Algorithms,"Y. Goldberg, Y. Ritov",http://arxiv.org/pdf/0806.2669v1,No journal ref found,none,stat.ML,Summary12595,0806.2831v1,2008-06-17T16:20:35Z,Supervised functional classification: A theoretical remark and some comparisons,"Amparo Baillo, Antonio Cuevas",http://arxiv.org/pdf/0806.2831v1,No journal ref found,none,stat.ML,Summary12596,0806.4115v4,2008-06-25T14:54:21Z,High-dimensional additive modeling,"Lukas Meier, Sara van de Geer, Peter Bühlmann",http://arxiv.org/pdf/0806.4115v4,"Annals of Statistics 2009, Vol. 37, No. 6B, 3779-3821",none,stat.ML,Summary12597,0808.0780v1,2008-08-06T06:25:52Z,LLE with low-dimensional neighborhood representation,"Yair Goldberg, Yaacov Ritov",http://arxiv.org/pdf/0808.0780v1,No journal ref found,none,stat.ML,Summary12598,0808.2241v1,2008-08-16T08:16:11Z,Persistent Clustering and a Theorem of J. Kleinberg,"Gunnar Carlsson, Facundo Memoli",http://arxiv.org/pdf/0808.2241v1,No journal ref found,none,stat.ML,Summary12599,0808.2337v1,2008-08-18T19:07:06Z,Decomposable Principal Component Analysis,"Ami Wiesel, Alfred O. Hero III",http://arxiv.org/pdf/0808.2337v1,No journal ref found,none,stat.ML,Summary12600,0810.0901v2,2008-10-06T07:59:45Z,Large Scale Variational Inference and Experimental Design for Sparse Generalized Linear Models,"Matthias W. Seeger, Hannes Nickisch",http://arxiv.org/pdf/0810.0901v2,No journal ref found,none,stat.ML,Summary12601,0810.4553v1,2008-10-24T21:05:16Z,Online Coordinate Boosting,"Raphael Pelossof, Michael Jones, Ilia Vovsha, Cynthia Rudin",http://arxiv.org/pdf/0810.4553v1,No journal ref found,none,stat.ML,Summary12602,0810.5117v1,2008-10-28T19:42:15Z,A non-negative expansion for small Jensen-Shannon Divergences,"Anil Raj, Chris H. Wiggins",http://arxiv.org/pdf/0810.5117v1,No journal ref found,none,stat.ML,Summary12603,0811.1239v1,2008-11-07T23:33:40Z,Improved Estimation of High-dimensional Ising Models,"M. Kolar, E. P. Xing",http://arxiv.org/pdf/0811.1239v1,No journal ref found,none,stat.ML,Summary12604,0811.3499v1,2008-11-21T10:17:00Z,Kernel Regression by Mode Calculation of the Conditional Probability Distribution,Steffen Kuehn,http://arxiv.org/pdf/0811.3499v1,No journal ref found,none,stat.ML,Summary12605,0811.3579v3,2008-11-21T16:47:58Z,"Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks","Jean Hausser, Korbinian Strimmer",http://arxiv.org/pdf/0811.3579v3,Journal of Machine Learning Research 10: 1469-1484 (2009),none,stat.ML,Summary12606,0811.3619v1,2008-11-21T19:45:15Z,Random Forests: some methodological insights,"Robin Genuer, Jean-Michel Poggi, Christine Tuleau",http://arxiv.org/pdf/0811.3619v1,No journal ref found,none,stat.ML,Summary12607,0811.4208v1,2008-11-26T14:56:26Z,An information-theoretic derivation of min-cut based clustering,"Anil Raj, Chris H. Wiggins",http://arxiv.org/pdf/0811.4208v1,No journal ref found,none,stat.ML,Summary12608,0812.1615v1,2008-12-09T04:33:38Z,Missing Data using Decision Forest and Computational Intelligence,"D. Moon, T. Marwala",http://arxiv.org/pdf/0812.1615v1,No journal ref found,none,stat.ML,Summary12609,0812.1949v1,2008-12-10T16:22:26Z,Prediction with Restricted Resources and Finite Automata,"Finn Macleod, James Gleeson",http://arxiv.org/pdf/0812.1949v1,No journal ref found,none,stat.ML,Summary12610,0901.0026v1,2008-12-30T23:09:18Z,On the Geometry of Discrete Exponential Families with Application to Exponential Random Graph Models,"Stephen E. Fienberg, Alessandro Rinaldo, Yi Zhou",http://arxiv.org/pdf/0901.0026v1,No journal ref found,none,stat.ML,Summary12611,0902.0600v5,2009-02-03T20:48:24Z,Reconstruction of Epsilon-Machines in Predictive Frameworks and Decisional States,Nicolas Brodu,http://arxiv.org/pdf/0902.0600v5,No journal ref found,none,stat.ML,Summary12612,0902.3347v1,2009-02-19T11:28:20Z,Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression,"Nicole Kraemer, Masashi Sugiyama, Mikio Braun",http://arxiv.org/pdf/0902.3347v1,"JMLR Workshop and Conference Proceedings 5 (AISTATS 2009), p 288-295, 2009",none,stat.ML,Summary12613,0902.3453v1,2009-02-19T20:50:53Z,Escaping the curse of dimensionality with a tree-based regressor,Samory Kpotufe,http://arxiv.org/pdf/0902.3453v1,No journal ref found,none,stat.ML,Summary12614,0903.0649v1,2009-03-03T22:55:18Z,The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs,"Han Liu, John Lafferty, Larry Wasserman",http://arxiv.org/pdf/0903.0649v1,No journal ref found,none,stat.ML,Summary12615,0904.0838v2,2009-04-06T03:36:01Z,Finding Exogenous Variables in Data with Many More Variables than Observations,"Shohei Shimizu, Takashi Washio, Aapo Hyvarinen, Seiya Imoto",http://arxiv.org/pdf/0904.0838v2,"ARTIFICIAL NEURAL NETWORKS - ICANN 2010. Lecture Notes in Computer Science, 2010, Volume 6352/2010, 67-76",none,stat.ML,Summary12616,0904.3523v3,2009-04-22T18:38:07Z,Structured Variable Selection with Sparsity-Inducing Norms,"Rodolphe Jenatton, Jean-Yves Audibert, Francis Bach",http://arxiv.org/pdf/0904.3523v3,Journal of Machine Learning Research 12 (2011) 2777-2824,none,stat.ML,Summary12617,0905.1540v1,2009-05-11T04:37:02Z,Supplementary material for Markov equivalence for ancestral graphs,"R. A. Ali, T. Richardson, P. Spirtes",http://arxiv.org/pdf/0905.1540v1,No journal ref found,none,stat.ML,Summary12618,0905.2138v1,2009-05-13T16:04:02Z,A more robust boosting algorithm,Yoav Freund,http://arxiv.org/pdf/0905.2138v1,No journal ref found,none,stat.ML,Summary12619,0906.3590v1,2009-06-19T07:29:34Z,Forest Garrote,Nicolai Meinshausen,http://arxiv.org/pdf/0906.3590v1,No journal ref found,none,stat.ML,Summary12620,0906.4258v1,2009-06-23T13:45:10Z,The Feature Importance Ranking Measure,"Alexander Zien, Nicole Kraemer, Soeren Sonnenburg, Gunnar Raetsch",http://arxiv.org/pdf/0906.4258v1,"Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Lecture Notes in Computer Science 5782, 694 - 709, 2009",none,stat.ML,Summary12621,0906.4391v1,2009-06-24T02:17:36Z,KNIFE: Kernel Iterative Feature Extraction,Genevera I. Allen,http://arxiv.org/pdf/0906.4391v1,No journal ref found,none,stat.ML,Summary12622,0907.0781v1,2009-07-04T18:24:06Z,Bayesian Agglomerative Clustering with Coalescents,"Yee Whye Teh, Hal Daumé III, Daniel Roy",http://arxiv.org/pdf/0907.0781v1,No journal ref found,none,stat.ML,Summary12623,0907.1013v1,2009-07-06T15:29:00Z,Visualizing Topics with Multi-Word Expressions,"David M. Blei, John D. Lafferty",http://arxiv.org/pdf/0907.1013v1,No journal ref found,none,stat.ML,Summary12624,0907.2337v2,2009-07-14T12:09:33Z,Sparsistent Estimation of Time-Varying Discrete Markov Random Fields,"Mladen Kolar, Eric P. Xing",http://arxiv.org/pdf/0907.2337v2,No journal ref found,none,stat.ML,Summary12625,0907.3740v1,2009-07-21T20:21:38Z,Empirical Bernstein Bounds and Sample Variance Penalization,"Andreas Maurer, Massimiliano Pontil",http://arxiv.org/pdf/0907.3740v1,No journal ref found,none,stat.ML,Summary12626,0907.4643v2,2009-07-27T14:43:22Z,Mean-Field Theory of Meta-Learning,Dariusz Plewczynski,http://arxiv.org/pdf/0907.4643v2,No journal ref found,none,stat.ML,Summary12627,0907.5494v1,2009-07-31T09:19:49Z,How the initialization affects the stability of the k-means algorithm,"Sebastien Bubeck, Marina Meila, Ulrike von Luxburg",http://arxiv.org/pdf/0907.5494v1,No journal ref found,none,stat.ML,Summary12628,0908.2284v1,2009-08-17T05:10:22Z,Classification by Set Cover: The Prototype Vector Machine,"Jacob Bien, Robert Tibshirani",http://arxiv.org/pdf/0908.2284v1,No journal ref found,none,stat.ML,Summary12629,0908.2579v2,2009-08-18T14:35:03Z,Convex Multiview Fisher Discriminant Analysis,"Tom Diethe, John Shawe-Taylor",http://arxiv.org/pdf/0908.2579v2,No journal ref found,none,stat.ML,Summary12630,0908.3321v1,2009-08-23T17:45:07Z,Relative Expected Improvement in Kriging Based Optimization,Łukasz Łaniewski-Wołłk,http://arxiv.org/pdf/0908.3321v1,No journal ref found,none,stat.ML,Summary12631,0908.3817v2,2009-08-26T13:36:18Z,Learning Bayesian Networks with the bnlearn R Package,Marco Scutari,http://arxiv.org/pdf/0908.3817v2,"Journal of Statistical Software (2010), 35(3), 1-22",none,stat.ML,Summary12632,0909.0991v1,2009-09-07T15:26:47Z,Kernels for Measures Defined on the Gram Matrix of their Support,Marco Cuturi,http://arxiv.org/pdf/0909.0991v1,No journal ref found,none,stat.ML,Summary12633,0909.1440v1,2009-09-08T13:42:35Z,Structured Sparse Principal Component Analysis,"Rodolphe Jenatton, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/0909.1440v1,No journal ref found,none,stat.ML,Summary12634,0909.4386v1,2009-09-24T08:54:15Z,Telling cause from effect based on high-dimensional observations,"Dominik Janzing, Patrik O. Hoyer, Bernhard Schoelkopf",http://arxiv.org/pdf/0909.4386v1,No journal ref found,none,stat.ML,Summary12635,0909.4395v1,2009-09-24T09:35:10Z,Initialization Free Graph Based Clustering,"Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Eric Slezak, Alfred O. Hero",http://arxiv.org/pdf/0909.4395v1,No journal ref found,none,stat.ML,Summary12636,0909.5194v2,2009-09-28T20:04:28Z,Dirichlet Process Mixtures of Generalized Linear Models,"Lauren A. Hannah, David M. Blei, Warren B. Powell",http://arxiv.org/pdf/0909.5194v2,No journal ref found,none,stat.ML,Summary12637,0909.5422v1,2009-09-29T19:54:05Z,Laplacian Support Vector Machines Trained in the Primal,"Stefano Melacci, Mikhail Belkin",http://arxiv.org/pdf/0909.5422v1,No journal ref found,none,stat.ML,Summary12638,0911.0280v1,2009-11-02T12:00:33Z,Causal Inference on Discrete Data using Additive Noise Models,"Jonas Peters, Dominik Janzing, Bernhard Schölkopf",http://arxiv.org/pdf/0911.0280v1,IEEE TPAMI vol. 33 no. 12 (2011) 2436-2450,none,stat.ML,Summary12639,0911.4397v1,2009-11-23T14:00:50Z,How slow is slow? SFA detects signals that are slower than the driving force,"Wolfgang Konen, Patrick Koch",http://arxiv.org/pdf/0911.4397v1,No journal ref found,none,stat.ML,Summary12640,0911.5107v1,2009-11-26T16:01:20Z,Sparse Convolved Multiple Output Gaussian Processes,"Mauricio A. Álvarez, Neil D. Lawrence",http://arxiv.org/pdf/0911.5107v1,No journal ref found,none,stat.ML,Summary12641,0911.5367v2,2009-11-28T01:42:04Z,Positive Definite Kernels in Machine Learning,Marco Cuturi,http://arxiv.org/pdf/0911.5367v2,No journal ref found,none,stat.ML,Summary12642,0912.0171v2,2009-12-01T14:54:36Z,Under-determined reverberant audio source separation using a full-rank spatial covariance model,"Ngoc Duong, Emmanuel Vincent, Remi Gribonval",http://arxiv.org/pdf/0912.0171v2,No journal ref found,none,stat.ML,Summary12643,0912.1618v1,2009-12-08T21:59:52Z,Hyper-sparse optimal aggregation,"Stéphane Gaïffas, Guillaume Lecué",http://arxiv.org/pdf/0912.1618v1,No journal ref found,none,stat.ML,Summary12644,0912.3211v1,2009-12-16T17:51:39Z,"Multi-Way, Multi-View Learning","Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Orešič, Samuel Kaski",http://arxiv.org/pdf/0912.3211v1,No journal ref found,none,stat.ML,Summary12645,0912.3268v1,2009-12-16T21:26:00Z,Variational Inducing Kernels for Sparse Convolved Multiple Output Gaussian Processes,"Mauricio A. Álvarez, David Luengo, Michalis K. Titsias, Neil D. Lawrence",http://arxiv.org/pdf/0912.3268v1,No journal ref found,none,stat.ML,Summary12646,0912.3301v1,2009-12-17T01:34:31Z,Composite Binary Losses,"Mark D. Reid, Robert C. Williamson",http://arxiv.org/pdf/0912.3301v1,No journal ref found,none,stat.ML,Summary12647,0912.3604v2,2009-12-18T08:06:06Z,A Geometric Proof of Calibration,"Shie Mannor, Gilles Stoltz",http://arxiv.org/pdf/0912.3604v2,No journal ref found,none,stat.ML,Summary12648,1001.0160v2,2009-12-31T19:47:34Z,Learning the Structure of Deep Sparse Graphical Models,"Ryan Prescott Adams, Hanna M. Wallach, Zoubin Ghahramani",http://arxiv.org/pdf/1001.0160v2,No journal ref found,none,stat.ML,Summary12649,1001.1557v2,2010-01-10T20:39:25Z,Forest Density Estimation,"Han Liu, Min Xu, Haijie Gu, Anupam Gupta, John Lafferty, Larry Wasserman",http://arxiv.org/pdf/1001.1557v2,No journal ref found,none,stat.ML,Summary12650,1003.0078v1,2010-02-27T08:35:51Z,Security Analysis of Online Centroid Anomaly Detection,"Marius Kloft, Pavel Laskov",http://arxiv.org/pdf/1003.0078v1,No journal ref found,none,stat.ML,Summary12651,1003.0783v1,2010-03-03T11:36:56Z,Supervised Topic Models,"David M. Blei, Jon D. McAuliffe",http://arxiv.org/pdf/1003.0783v1,No journal ref found,none,stat.ML,Summary12652,1003.2245v1,2010-03-11T03:05:59Z,Optimal Allocation Strategies for the Dark Pool Problem,"Alekh Agarwal, Peter Bartlett, Max Dama",http://arxiv.org/pdf/1003.2245v1,No journal ref found,none,stat.ML,Summary12653,1003.3570v1,2010-03-18T12:39:34Z,Linear Time Feature Selection for Regularized Least-Squares,"Tapio Pahikkala, Antti Airola, Tapio Salakoski",http://arxiv.org/pdf/1003.3570v1,No journal ref found,none,stat.ML,Summary12654,1004.0089v2,2010-04-01T09:16:53Z,On the Schoenberg Transformations in Data Analysis: Theory and Illustrations,François Bavaud,http://arxiv.org/pdf/1004.0089v2,No journal ref found,none,stat.ML,Summary12655,1004.0314v2,2010-04-02T10:41:38Z,Visualization of Manifold-Valued Elements by Multidimensional Scaling,Simone Fiori,http://arxiv.org/pdf/1004.0314v2,No journal ref found,none,stat.ML,Summary12656,1004.3101v1,2010-04-19T06:17:19Z,Strong Consistency of Prototype Based Clustering in Probabilistic Space,"Vladimir Nikulin, Geoffrey J. McLachlan",http://arxiv.org/pdf/1004.3101v1,No journal ref found,none,stat.ML,Summary12657,1004.5265v3,2010-04-29T12:37:20Z,Sparse Linear Identifiable Multivariate Modeling,"Ricardo Henao, Ole Winther",http://arxiv.org/pdf/1004.5265v3,"JMLR, 12(Mar):863-905, 2011",none,stat.ML,Summary12658,1005.0928v2,2010-05-06T08:38:24Z,Training linear ranking SVMs in linearithmic time using red-black trees,"Antti Airola, Tapio Pahikkala, Tapio Salakoski",http://arxiv.org/pdf/1005.0928v2,No journal ref found,none,stat.ML,Summary12659,1005.1440v1,2010-05-10T03:05:23Z,Improving the Johnson-Lindenstrauss Lemma,"Javier Rojo, Tuan Nguyen",http://arxiv.org/pdf/1005.1440v1,No journal ref found,none,stat.ML,Summary12660,1005.1593v2,2010-05-10T15:38:54Z,Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines,"Guido Montufar, Nihat Ay",http://arxiv.org/pdf/1005.1593v2,No journal ref found,none,stat.ML,Summary12661,1006.3316v1,2010-06-16T20:07:20Z,Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models,"Han Liu, Kathryn Roeder, Larry Wasserman",http://arxiv.org/pdf/1006.3316v1,No journal ref found,none,stat.ML,Summary12662,1006.3640v2,2010-06-18T08:55:28Z,Gaussian Mixture Modeling with Gaussian Process Latent Variable Models,"Hannes Nickisch, Carl Edward Rasmussen",http://arxiv.org/pdf/1006.3640v2,No journal ref found,none,stat.ML,Summary12663,1007.1075v1,2010-07-07T08:31:17Z,Clustering Stability: An Overview,Ulrike von Luxburg,http://arxiv.org/pdf/1007.1075v1,"Foundations and Trends in Machine Learning, Vol. 2, No. 3, p. 235-274, 2010",none,stat.ML,Summary12664,1007.2450v1,2010-07-14T22:59:19Z,Directional Statistics on Permutations,"Sergey M. Plis, Terran Lane, Vince D. Calhoun",http://arxiv.org/pdf/1007.2450v1,No journal ref found,none,stat.ML,Summary12665,1007.3098v3,2010-07-19T09:30:19Z,Reduced Rank Vector Generalized Linear Models for Feature Extraction,Yiyuan She,http://arxiv.org/pdf/1007.3098v3,No journal ref found,none,stat.ML,Summary12666,1007.4062v1,2010-07-23T07:57:04Z,Support Vector Machines for Additive Models: Consistency and Robustness,"Andreas Christmann, Robert Hable",http://arxiv.org/pdf/1007.4062v1,No journal ref found,none,stat.ML,Summary12667,1008.2908v1,2010-08-17T14:47:31Z,A unifying view for performance measures in multi-class prediction,"Giuseppe Jurman, Cesare Furlanello",http://arxiv.org/pdf/1008.2908v1,PLoS ONE 7(8): e41882 (2012),none,stat.ML,Summary12668,1008.3951v3,2010-08-24T02:47:00Z,A Simple CW-SSIM Kernel-based Nearest Neighbor Method for Handwritten Digit Classification,"Jiheng Wang, Guangzhe Fan, Zhou Wang",http://arxiv.org/pdf/1008.3951v3,No journal ref found,none,stat.ML,Summary12669,1008.3952v1,2010-08-24T02:54:03Z,Kernel induced random survival forests,"Fang Yang, Jiheng Wang, Guangzhe Fan",http://arxiv.org/pdf/1008.3952v1,No journal ref found,none,stat.ML,Summary12670,1008.4988v1,2010-08-30T02:44:19Z,Sparse Group Restricted Boltzmann Machines,"Heng Luo, Ruimin Shen, Cahngyong Niu",http://arxiv.org/pdf/1008.4988v1,No journal ref found,none,stat.ML,Summary12671,1008.5211v1,2010-08-31T03:49:26Z,Union Support Recovery in Multi-task Learning,"Mladen Kolar, John Lafferty, Larry Wasserman",http://arxiv.org/pdf/1008.5211v1,No journal ref found,none,stat.ML,Summary12672,1009.2139v4,2010-09-11T05:46:55Z,Proximal Methods for Hierarchical Sparse Coding,"Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1009.2139v4,"Journal of Machine Learning Research, 12 (2011) 2297-2334",none,stat.ML,Summary12673,1009.2718v1,2010-09-14T17:02:42Z,Calibrated Surrogate Losses for Classification with Label-Dependent Costs,Clayton Scott,http://arxiv.org/pdf/1009.2718v1,No journal ref found,none,stat.ML,Summary12674,1009.3890v1,2010-09-20T17:12:37Z,Fast Sparse Decomposition by Iterative Detection-Estimation,"Arash Ali Amini, Massoud Babaie-Zadeh, Christian Jutten",http://arxiv.org/pdf/1009.3890v1,No journal ref found,none,stat.ML,Summary12675,1009.5358v2,2010-09-27T19:06:49Z,Task-Driven Dictionary Learning,"Julien Mairal, Francis Bach, Jean Ponce",http://arxiv.org/pdf/1009.5358v2,"IEEE Transactions on Pattern Analysis and Machine Intelligence 34, 4 (2012) 30",none,stat.ML,Summary12676,1009.5736v4,2010-09-29T01:51:49Z,Kernel Bayes rule,"Kenji Fukumizu, Le Song, Arthur Gretton",http://arxiv.org/pdf/1009.5736v4,No journal ref found,none,stat.ML,Summary12677,1010.0535v3,2010-10-04T10:46:32Z,Asymptotic Normality of Support Vector Machine Variants and Other Regularized Kernel Methods,Robert Hable,http://arxiv.org/pdf/1010.0535v3,No journal ref found,none,stat.ML,Summary12678,1010.0556v2,2010-10-04T12:04:44Z,Regularizers for Structured Sparsity,"Charles A. Micchelli, Jean M. Morales, Massimiliano Pontil",http://arxiv.org/pdf/1010.0556v2,No journal ref found,none,stat.ML,Summary12679,1010.0772v1,2010-10-05T06:03:09Z,A bagging SVM to learn from positive and unlabeled examples,"Fantine Mordelet, Jean-Philippe Vert",http://arxiv.org/pdf/1010.0772v1,No journal ref found,none,stat.ML,Summary12680,1010.2770v1,2010-10-13T20:48:30Z,Online Multiple Kernel Learning for Structured Prediction,"Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing",http://arxiv.org/pdf/1010.2770v1,No journal ref found,none,stat.ML,Summary12681,1010.3320v2,2010-10-16T05:15:50Z,Exact block-wise optimization in group lasso and sparse group lasso for linear regression,"Rina Foygel, Mathias Drton",http://arxiv.org/pdf/1010.3320v2,No journal ref found,none,stat.ML,Summary12682,1010.4236v1,2010-10-20T16:03:40Z,Maximum Likelihood Joint Tracking and Association in a Strong Clutter without Combinatorial Complexity,"Leonid I. Perlovsky, Ross W. Deming",http://arxiv.org/pdf/1010.4236v1,No journal ref found,none,stat.ML,Summary12683,1010.4945v1,2010-10-24T09:11:40Z,f-divergence estimation and two-sample homogeneity test under semiparametric density-ratio models,"Takafumi Kanamori, Taiji Suzuki, Masashi Sugiyama",http://arxiv.org/pdf/1010.4945v1,No journal ref found,none,stat.ML,Summary12684,1011.0096v1,2010-10-30T17:48:04Z,Concentration inequalities of the cross-validation estimator for Empirical Risk Minimiser,Matthieu Cornec,http://arxiv.org/pdf/1011.0096v1,No journal ref found,none,stat.ML,Summary12685,1011.1026v1,2010-11-03T22:26:10Z,The Lasso under Heteroscedasticity,"Jinzhu Jia, Karl Rohe, Bin Yu",http://arxiv.org/pdf/1011.1026v1,No journal ref found,none,stat.ML,Summary12686,1011.4088v1,2010-11-17T22:14:50Z,An Introduction to Conditional Random Fields,"Charles Sutton, Andrew McCallum",http://arxiv.org/pdf/1011.4088v1,No journal ref found,none,stat.ML,Summary12687,1011.5133v1,2010-11-23T15:31:57Z,Concentration inequalities of the cross-validation estimate for stable predictors,Matthieu Cornec,http://arxiv.org/pdf/1011.5133v1,No journal ref found,none,stat.ML,Summary12688,1011.5142v1,2010-11-23T16:12:33Z,Estimating Subagging by cross-validation,Matthieu CORNEC,http://arxiv.org/pdf/1011.5142v1,No journal ref found,none,stat.ML,Summary12689,1012.1416v1,2010-12-07T07:19:59Z,Cross-Domain Object Matching with Model Selection,"Makoto Yamada, Masashi Sugiyama",http://arxiv.org/pdf/1012.1416v1,No journal ref found,none,stat.ML,Summary12690,1012.3407v1,2010-12-15T18:01:25Z,Translating biomarkers between multi-way time-series experiments,"Ilkka Huopaniemi, Tommi Suvitaival, Matej Orešič, Samuel Kaski",http://arxiv.org/pdf/1012.3407v1,No journal ref found,none,stat.ML,Summary12691,1012.3584v1,2010-12-16T12:47:34Z,Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference,"Matthias W. Seeger, Hannes Nickisch",http://arxiv.org/pdf/1012.3584v1,No journal ref found,none,stat.ML,Summary12692,1012.3795v2,2010-12-17T01:27:31Z,Estimating Networks With Jumps,"Mladen Kolar, Eric P. Xing",http://arxiv.org/pdf/1012.3795v2,No journal ref found,none,stat.ML,Summary12693,1012.3880v1,2010-12-17T14:05:42Z,Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: A Sure Screening Approach,"Mladen Kolar, Eric P. Xing",http://arxiv.org/pdf/1012.3880v1,No journal ref found,none,stat.ML,Summary12694,1102.0844v1,2011-02-04T07:16:10Z,A convex model for non-negative matrix factorization and dimensionality reduction on physical space,"Ernie Esser, Michael Möller, Stanley Osher, Guillermo Sapiro, Jack Xin",http://arxiv.org/pdf/1102.0844v1,No journal ref found,none,stat.ML,Summary12695,1102.1204v2,2011-02-06T21:35:37Z,Large Scale Correlation Screening,"Alfred O. Hero, Bala Rajaratnam",http://arxiv.org/pdf/1102.1204v2,No journal ref found,none,stat.ML,Summary12696,1102.1492v4,2011-02-08T02:33:30Z,On Nonparametric Guidance for Learning Autoencoder Representations,"Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle",http://arxiv.org/pdf/1102.1492v4,No journal ref found,none,stat.ML,Summary12697,1102.4548v2,2011-02-22T16:33:24Z,Predictive Active Set Selection Methods for Gaussian Processes,"Ricardo Henao, Ole Winther",http://arxiv.org/pdf/1102.4548v2,No journal ref found,none,stat.ML,Summary12698,1103.0431v2,2011-03-02T13:59:51Z,Fast Convergence Rate of Multiple Kernel Learning with Elastic-net Regularization,"Taiji Suzuki, Ryota Tomioka, Masashi Sugiyama",http://arxiv.org/pdf/1103.0431v2,No journal ref found,none,stat.ML,Summary12699,1103.0790v1,2011-03-03T21:29:00Z,The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning,"Marius Kloft, Gilles Blanchard",http://arxiv.org/pdf/1103.0790v1,No journal ref found,none,stat.ML,Summary12700,1103.0897v3,2011-03-04T13:32:28Z,Multiple Kernel Learning: A Unifying Probabilistic Viewpoint,"Hannes Nickisch, Matthias Seeger",http://arxiv.org/pdf/1103.0897v3,No journal ref found,none,stat.ML,Summary12701,1103.4023v1,2011-03-21T14:16:55Z,Additive Kernels for Gaussian Process Modeling,"Nicolas Durrande, David Ginsbourger, Olivier Roustant",http://arxiv.org/pdf/1103.4023v1,No journal ref found,none,stat.ML,Summary12702,1103.4614v2,2011-03-23T20:01:04Z,Theoretical Properties of the Overlapping Groups Lasso,Daniel Percival,http://arxiv.org/pdf/1103.4614v2,No journal ref found,none,stat.ML,Summary12703,1103.4789v3,2011-03-24T15:31:47Z,The Discrete Infinite Logistic Normal Distribution,"John Paisley, Chong Wang, David Blei",http://arxiv.org/pdf/1103.4789v3,No journal ref found,none,stat.ML,Summary12704,1103.4998v1,2011-03-25T15:35:16Z,Sufficient Component Analysis for Supervised Dimension Reduction,"Makoto Yamada, Gang Niu, Jun Takagi, Masashi Sugiyama",http://arxiv.org/pdf/1103.4998v1,No journal ref found,none,stat.ML,Summary12705,1103.5201v2,2011-03-27T11:41:21Z,Sharp Convergence Rate and Support Consistency of Multiple Kernel Learning with Sparse and Dense Regularization,"Taiji Suzuki, Ryota Tomioka, Masashi Sugiyama",http://arxiv.org/pdf/1103.5201v2,No journal ref found,none,stat.ML,Summary12706,1103.5202v2,2011-03-27T11:49:44Z,Fast Learning Rate of lp-MKL and its Minimax Optimality,Taiji Suzuki,http://arxiv.org/pdf/1103.5202v2,No journal ref found,none,stat.ML,Summary12707,1103.5537v2,2011-03-29T03:15:32Z,Least-Squares Independence Regression for Non-Linear Causal Inference under Non-Gaussian Noise,"Makoto Yamada, Masashi Sugiyama, Jun Sese",http://arxiv.org/pdf/1103.5537v2,No journal ref found,none,stat.ML,Summary12708,1103.6119v1,2011-03-31T08:03:54Z,"Auto-associative models, nonlinear Principal component analysis, manifolds and projection pursuit","Stéphane Girard, Serge Iovleff",http://arxiv.org/pdf/1103.6119v1,"S. Girard & S. Iovleff. ""Auto-associative models, nonlinear Principal component analysis, manifolds and projection pursuit"", LNCSE, volume 28, p. 205-222, Springer-Verlag, 2007",none,stat.ML,Summary12709,1105.0363v2,2011-05-02T15:39:50Z,Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity,"Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis Bach, Bertrand Thirion",http://arxiv.org/pdf/1105.0363v2,No journal ref found,none,stat.ML,Summary12710,1105.0875v2,2011-05-04T17:25:52Z,A Risk Comparison of Ordinary Least Squares vs Ridge Regression,"Paramveer S. Dhillon, Dean P. Foster, Sham M. Kakade, Lyle H. Ungar",http://arxiv.org/pdf/1105.0875v2,No journal ref found,none,stat.ML,Summary12711,1105.2493v6,2011-05-12T14:50:09Z,Closed-form EM for Sparse Coding and its Application to Source Separation,"Jörg Lücke, Abdul-Saboor Sheikh",http://arxiv.org/pdf/1105.2493v6,"L\""ucke, J. and Sheikh, A.-S. Proc. LVA/ICA, LNCS pp. 213-221, 2012",none,stat.ML,Summary12712,1105.3361v2,2011-05-17T13:05:11Z,Independent screening for single-index hazard rate models with ultra-high dimensional features,"Anders Gorst-Rasmussen, Thomas H. Scheike",http://arxiv.org/pdf/1105.3361v2,No journal ref found,none,stat.ML,Summary12713,1105.4871v1,2011-05-24T19:53:21Z,Minimax Policies for Combinatorial Prediction Games,"Jean-Yves Audibert, Sebastien Bubeck, Gabor Lugosi",http://arxiv.org/pdf/1105.4871v1,"24th annual conference on learning theory, 2011",none,stat.ML,Summary12714,1105.5669v3,2011-05-27T23:31:15Z,PAC learnability under non-atomic measures: a problem by Vidyasagar,Vladimir Pestov,http://arxiv.org/pdf/1105.5669v3,"Theoretical Computer Science 473 (2013), 29-45",none,stat.ML,Summary12715,1106.0474v1,2011-06-02T17:08:36Z,Restricted Collapsed Draw: Accurate Sampling for Hierarchical Chinese Restaurant Process Hidden Markov Models,"Takaki Makino, Shunsuke Takei, Issei Sato, Daichi Mochihashi",http://arxiv.org/pdf/1106.0474v1,No journal ref found,none,stat.ML,Summary12716,1106.0565v2,2011-06-03T04:49:53Z,Multi-stage Convex Relaxation for Feature Selection,Tong Zhang,http://arxiv.org/pdf/1106.0565v2,No journal ref found,none,stat.ML,Summary12717,1106.0762v1,2011-06-03T20:27:39Z,Causal Network Inference via Group Sparse Regularization,"Andrew Bolstad, Barry Van Veen, Robert Nowak",http://arxiv.org/pdf/1106.0762v1,No journal ref found,none,stat.ML,Summary12718,1106.2474v1,2011-06-13T15:34:38Z,Source Separation and Clustering of Phase-Locked Subspaces: Derivations and Proofs,"Miguel Almeida, Jan-Hendrik Schleimer, José Bioucas-Dias, Ricardo Vigário",http://arxiv.org/pdf/1106.2474v1,No journal ref found,none,stat.ML,Summary12719,1106.2494v2,2011-06-13T17:23:50Z,Pitman-Yor Diffusion Trees,"David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1106.2494v2,No journal ref found,none,stat.ML,Summary12720,1106.3571v2,2011-06-17T20:20:32Z,ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis,"Nicolas Durrande, David Ginsbourger, Olivier Roustant, Laurent Carraro",http://arxiv.org/pdf/1106.3571v2,Journal of Multivariate Analysis 115 (2013) 57-67,none,stat.ML,Summary12721,1106.4198v1,2011-06-21T13:34:06Z,Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence,"Augustin Lefèvre, Francis Bach, Cédric Févotte",http://arxiv.org/pdf/1106.4198v1,No journal ref found,none,stat.ML,Summary12722,1106.5175v1,2011-06-25T21:38:55Z,Sparse Inverse Covariance Estimation via an Adaptive Gradient-Based Method,"Suvrit Sra, Dongmin Kim",http://arxiv.org/pdf/1106.5175v1,No journal ref found,none,stat.ML,Summary12723,1107.0521v3,2011-07-04T04:09:03Z,On a Rapid Simulation of the Dirichlet Process,"Mahmoud Zarepour, Luai Al Labadi",http://arxiv.org/pdf/1107.0521v3,No journal ref found,none,stat.ML,Summary12724,1107.4340v1,2011-07-21T18:44:51Z,Spectral approximations in machine learning,"Darren Homrighausen, Daniel J. McDonald",http://arxiv.org/pdf/1107.4340v1,No journal ref found,none,stat.ML,Summary12725,1107.4506v2,2011-07-22T12:55:34Z,Robustness of Anytime Bandit Policies,"Antoine Salomon, Jean-Yves Audibert",http://arxiv.org/pdf/1107.4506v2,No journal ref found,none,stat.ML,Summary12726,1108.0453v1,2011-08-02T00:23:20Z,On the Evaluation Criterions for the Active Learning Processes,Vladimir Nikulin,http://arxiv.org/pdf/1108.0453v1,No journal ref found,none,stat.ML,Summary12727,1108.1483v2,2011-08-06T14:02:44Z,Algebraic Geometric Comparison of Probability Distributions,"Franz J. Kiraly, Paul von Buenau, Frank C. Meinecke, Duncan A. J. Blythe, Klaus-Robert Mueller",http://arxiv.org/pdf/1108.1483v2,Journal of Machine Learning Research 13(Mar):855-903. 2012,none,stat.ML,Summary12728,1108.2228v3,2011-08-10T17:34:52Z,A consistent adjacency spectral embedding for stochastic blockmodel graphs,"Daniel L. Sussman, Minh Tang, Donniell E. Fishkind, Carey E. Priebe",http://arxiv.org/pdf/1108.2228v3,No journal ref found,none,stat.ML,Summary12729,1108.4324v3,2011-08-22T14:12:11Z,Sparse Estimation using Bayesian Hierarchical Prior Modeling for Real and Complex Linear Models,"Niels Lovmand Pedersen, Carles Navarro Manchón, Mihai-Alin Badiu, Dmitriy Shutin, Bernard Henri Fleury",http://arxiv.org/pdf/1108.4324v3,Signal Processing 115 (2015) 94-109,none,stat.ML,Summary12730,1108.4988v2,2011-08-25T01:48:58Z,A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems,"Cun-Hui Zhang, Tong Zhang",http://arxiv.org/pdf/1108.4988v2,No journal ref found,none,stat.ML,Summary12731,1110.3204v1,2011-10-14T13:26:09Z,Bayesian Group Factor Analysis,"Seppo Virtanen, Arto Klami, Suleiman A. Khan, Samuel Kaski",http://arxiv.org/pdf/1110.3204v1,"Proceedings of the 15th AISTATS, JMLR W&CP 22: 1269-1277, 2012",none,stat.ML,Summary12732,1110.4300v1,2011-10-19T14:49:04Z,k-NN Regression Adapts to Local Intrinsic Dimension,Samory Kpotufe,http://arxiv.org/pdf/1110.4300v1,No journal ref found,none,stat.ML,Summary12733,1110.4347v3,2011-10-19T18:25:27Z,Is the k-NN classifier in high dimensions affected by the curse of dimensionality?,Vladimir Pestov,http://arxiv.org/pdf/1110.4347v3,No journal ref found,none,stat.ML,Summary12734,1110.4531v4,2011-10-20T13:51:16Z,Regression for sets of polynomial equations,"Franz Johannes Király, Paul von Bünau, Jan Saputra Müller, Duncan Blythe, Frank Meinecke, Klaus-Robert Müller",http://arxiv.org/pdf/1110.4531v4,"Journal of Machine Learning Research Workshop and Conference Proceedings Vol.22: Proceedings on the Fifteenth International Conference on Artificial Intelligence and Statistics, 22:628-637. 2012",none,stat.ML,Summary12735,1110.5238v1,2011-10-24T14:01:26Z,Multiple Gaussian Process Models,"Cedric Archambeau, Francis Bach",http://arxiv.org/pdf/1110.5238v1,No journal ref found,none,stat.ML,Summary12736,1110.5508v1,2011-10-25T14:07:40Z,"A Flexible, Scalable and Efficient Algorithmic Framework for Primal Graphical Lasso","Rahul Mazumder, Deepak K. Agarwal",http://arxiv.org/pdf/1110.5508v1,No journal ref found,none,stat.ML,Summary12737,1110.5847v1,2011-10-26T17:21:18Z,Structural Similarity and Distance in Learning,"Joseph Wang, Venkatesh Saligrama, David A. Castañón",http://arxiv.org/pdf/1110.5847v1,No journal ref found,none,stat.ML,Summary12738,1110.6416v1,2011-10-28T18:09:50Z,Adaptive Hedge,"Tim van Erven, Peter Grünwald, Wouter M. Koolen, Steven de Rooij",http://arxiv.org/pdf/1110.6416v1,"Advances in Neural Information Processing Systems 24, pages 1656-1664, December 2011",none,stat.ML,Summary12739,1112.0611v1,2011-12-03T00:27:50Z,Information-Maximization Clustering based on Squared-Loss Mutual Information,"Masashi Sugiyama, Makoto Yamada, Manabu Kimura, Hirotaka Hachiya",http://arxiv.org/pdf/1112.0611v1,No journal ref found,none,stat.ML,Summary12740,1112.2288v1,2011-12-10T16:49:43Z,Asynchronous Stochastic Approximation with Differential Inclusions,"Steven Perkins, David S. Leslie",http://arxiv.org/pdf/1112.2288v1,No journal ref found,none,stat.ML,Summary12741,1112.2289v1,2011-12-10T17:04:01Z,Convergent Expectation Propagation in Linear Models with Spike-and-slab Priors,"José Miguel Hernández-Lobato, Daniel Hernández-Lobato",http://arxiv.org/pdf/1112.2289v1,No journal ref found,none,stat.ML,Summary12742,1112.2319v1,2011-12-11T04:25:29Z,Graph Construction for Learning with Unbalanced Data,"Jing Qian, Venkatesh Saligrama, Manqi Zhao",http://arxiv.org/pdf/1112.2319v1,No journal ref found,none,stat.ML,Summary12743,1112.3699v8,2011-12-16T01:14:48Z,Ensemble Models with Trees and Rules,Deniz Akdemir,http://arxiv.org/pdf/1112.3699v8,No journal ref found,none,stat.ML,Summary12744,1112.3827v1,2011-12-16T14:38:04Z,Regret lower bounds and extended Upper Confidence Bounds policies in stochastic multi-armed bandit problem,"Antoine Salomon, Jean-Yves Audibert, Issam El Alaoui",http://arxiv.org/pdf/1112.3827v1,No journal ref found,none,stat.ML,Summary12745,1201.3302v2,2012-01-16T16:10:42Z,A General Framework of Dual Certificate Analysis for Structured Sparse Recovery Problems,"Cun-Hui Zhang, Tong Zhang",http://arxiv.org/pdf/1201.3302v2,No journal ref found,none,stat.ML,Summary12746,1201.6082v1,2012-01-29T21:17:02Z,A robust and sparse K-means clustering algorithm,"Yumi Kondo, Matias Salibian-Barrera, Ruben Zamar",http://arxiv.org/pdf/1201.6082v1,No journal ref found,none,stat.ML,Summary12747,1202.0825v1,2012-02-02T18:22:46Z,Multi-view predictive partitioning in high dimensions,"Brian McWilliams, Giovanni Montana",http://arxiv.org/pdf/1202.0825v1,No journal ref found,none,stat.ML,Summary12748,1202.1787v1,2012-02-08T18:18:46Z,Greedy Learning of Markov Network Structure,"Praneeth Netrapalli, Siddhartha Banerjee, Sujay Sanghavi, Sanjay Shakkottai",http://arxiv.org/pdf/1202.1787v1,No journal ref found,none,stat.ML,Summary12749,1202.2169v3,2012-02-10T03:06:07Z,High Dimensional Semiparametric Gaussian Copula Graphical Models,"Han Liu, Fang Han, Ming Yuan, John Lafferty, Larry Wasserman",http://arxiv.org/pdf/1202.2169v3,No journal ref found,none,stat.ML,Summary12750,1202.2476v1,2012-02-11T21:22:41Z,Regularized Tensor Factorizations and Higher-Order Principal Components Analysis,Genevera I. Allen,http://arxiv.org/pdf/1202.2476v1,No journal ref found,none,stat.ML,Summary12751,1205.1406v2,2012-05-07T14:24:24Z,Graph Prediction in a Low-Rank and Autoregressive Setting,"Emile Richard, Pierre-Andre Savalle, Nicolas Vayatis",http://arxiv.org/pdf/1205.1406v2,No journal ref found,none,stat.ML,Summary12752,1205.3234v5,2012-05-15T01:53:26Z,Asymptotic Accuracy of Bayes Estimation for Latent Variables with Redundancy,Keisuke Yamazaki,http://arxiv.org/pdf/1205.3234v5,No journal ref found,none,stat.ML,Summary12753,1206.1386v3,2012-06-07T02:07:48Z,Robust subspace recovery by Tylers M-estimator,Teng Zhang,http://arxiv.org/pdf/1206.1386v3,No journal ref found,none,stat.ML,Summary12754,1206.1846v2,2012-06-08T19:45:49Z,Warped Mixtures for Nonparametric Cluster Shapes,"Tomoharu Iwata, David Duvenaud, Zoubin Ghahramani",http://arxiv.org/pdf/1206.1846v2,No journal ref found,none,stat.ML,Summary12755,1208.4183v1,2012-08-21T03:46:08Z,Learning LiNGAM based on data with more variables than observations,Shohei Shimizu,http://arxiv.org/pdf/1208.4183v1,No journal ref found,none,stat.ML,Summary12756,1208.4411v1,2012-08-22T02:02:40Z,A non-parametric mixture model for topic modeling over time,"Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing",http://arxiv.org/pdf/1208.4411v1,No journal ref found,none,stat.ML,Summary12757,1212.1263v1,2012-12-06T09:17:39Z,On the probabilistic continuous complexity conjecture,Mark A. Kon,http://arxiv.org/pdf/1212.1263v1,No journal ref found,none,stat.ML,Summary12758,1212.1666v2,2012-12-07T17:51:17Z,Developments in the theory of randomized shortest paths with a comparison of graph node distances,"Ilkka Kivimäki, Masashi Shimbo, Marco Saerens",http://arxiv.org/pdf/1212.1666v2,No journal ref found,none,stat.ML,Summary12759,1212.1780v1,2012-12-08T11:34:10Z,An Empirical Comparison of V-fold Penalisation and Cross Validation for Model Selection in Distribution-Free Regression,"Charanpal Dhanjal, Nicolas Baskiotis, Stéphan Clémençon, Nicolas Usunier",http://arxiv.org/pdf/1212.1780v1,No journal ref found,none,stat.ML,Summary12760,1212.2126v2,2012-12-10T16:42:44Z,MAD-Bayes: MAP-based Asymptotic Derivations from Bayes,"Tamara Broderick, Brian Kulis, Michael I. Jordan",http://arxiv.org/pdf/1212.2126v2,No journal ref found,none,stat.ML,Summary12761,1212.4562v1,2012-12-19T03:06:13Z,A complexity analysis of statistical learning algorithms,Mark A. Kon,http://arxiv.org/pdf/1212.4562v1,No journal ref found,none,stat.ML,Summary12762,1212.4569v2,2012-12-19T03:48:24Z,Feature vector regularization in machine learning,"Yue Fan, Louise Raphael, Mark Kon",http://arxiv.org/pdf/1212.4569v2,No journal ref found,none,stat.ML,Summary12763,1212.6936v1,2012-12-31T17:56:08Z,Blind Analysis of EGM Signals: Sparsity-Aware Formulation,"David Luengo, Javier Via, Sandra Monzon, Tom Trigano, Antonio Artes-Rodriguez",http://arxiv.org/pdf/1212.6936v1,No journal ref found,none,stat.ML,Summary12764,1302.0256v1,2013-02-01T19:18:11Z,Regression shrinkage and grouping of highly correlated predictors with HORSES,"Woncheol Jang, Johan Lim, Nicole A. Lazar, Ji Meng Loh, Donghyeon Yu",http://arxiv.org/pdf/1302.0256v1,No journal ref found,none,stat.ML,Summary12765,1302.2068v1,2013-02-08T16:02:53Z,Efficiency for Regularization Parameter Selection in Penalized Likelihood Estimation of Misspecified Models,"Cheryl J. Flynn, Clifford M. Hurvich, Jeffrey S. Simonoff",http://arxiv.org/pdf/1302.2068v1,No journal ref found,none,stat.ML,Summary12766,1302.2969v1,2013-02-13T02:11:37Z,Towards Identification of Relevant Variables in the observed Aerosol Optical Depth Bias between MODIS and AERONET observations,"N. K. Malakar, D. J. Lary, D. Gencaga, A. Albayrak, J. Wei",http://arxiv.org/pdf/1302.2969v1,No journal ref found,none,stat.ML,Summary12767,1302.3913v2,2013-02-15T23:49:21Z,Multiclass Data Segmentation using Diffuse Interface Methods on Graphs,"Cristina Garcia-Cardona, Ekaterina Merkurjev, Andrea L. Bertozzi, Arjuna Flenner, Allon Percus",http://arxiv.org/pdf/1302.3913v2,No journal ref found,none,stat.ML,Summary12768,1302.4853v2,2013-02-20T09:48:49Z,Consistency of Online Random Forests,"Misha Denil, David Matheson, Nando de Freitas",http://arxiv.org/pdf/1302.4853v2,No journal ref found,none,stat.ML,Summary12769,1302.5134v1,2013-02-20T21:54:04Z,Spectral Clustering with Unbalanced Data,"Jing Qian, Venkatesh Saligrama",http://arxiv.org/pdf/1302.5134v1,No journal ref found,none,stat.ML,Summary12770,1302.6766v3,2013-02-27T13:41:44Z,A bag-of-paths framework for network data analysis,"Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens",http://arxiv.org/pdf/1302.6766v3,No journal ref found,none,stat.ML,Summary12771,1302.7220v2,2013-02-28T15:02:34Z,A New Monte Carlo Based Algorithm for the Gaussian Process Classification Problem,"Amir F. Atiya, Hatem A. Fayed, Ahmed H. Abdel-Gawad",http://arxiv.org/pdf/1302.7220v2,No journal ref found,none,stat.ML,Summary12772,0708.2377v1,2007-08-17T14:41:58Z,Online Learning in Discrete Hidden Markov Models,"Roberto C. Alamino, Nestor Caticha",http://arxiv.org/pdf/0708.2377v1,No journal ref found,none,stat.ML,Summary12773,0910.0115v1,2009-10-01T09:12:38Z,Expectation Propagation on the Maximum of Correlated Normal Variables,Philipp Hennig,http://arxiv.org/pdf/0910.0115v1,No journal ref found,none,stat.ML,Summary12774,0910.1013v1,2009-10-06T14:19:08Z,Functional learning through kernels,"Stephane Canu, Xavier Mary, Alain Rakotomamonjy",http://arxiv.org/pdf/0910.1013v1,"Advances in Learning Theory: Methods, Models and Application, J. Suykens, G. Horvath, S. Basu, C. Micchelli, J. Vandewalle (Ed.) (2003) 89-110",none,stat.ML,Summary12775,0910.4135v1,2009-10-21T16:27:18Z,Sparsification and feature selection by compressive linear regression,"Florin Popescu, Daniel Renz",http://arxiv.org/pdf/0910.4135v1,No journal ref found,none,stat.ML,Summary12776,0910.5561v1,2009-10-29T08:45:03Z,Distinguishing Cause and Effect via Second Order Exponential Models,"Dominik Janzing, Xiaohai Sun, Bernhard Schoelkopf",http://arxiv.org/pdf/0910.5561v1,No journal ref found,none,stat.ML,Summary12777,1002.1994v3,2010-02-09T22:30:14Z,Probabilistic Recovery of Multiple Subspaces in Point Clouds by Geometric lp Minimization,"Gilad Lerman, Teng Zhang",http://arxiv.org/pdf/1002.1994v3,No journal ref found,none,stat.ML,Summary12778,1002.3684v1,2010-02-19T08:33:43Z,Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size,"Vicente Zarzoso, Pierre Comon",http://arxiv.org/pdf/1002.3684v1,"IEEE Transactions on Neural Networks 21, 2 (2010) 248-261",none,stat.ML,Summary12779,1104.0455v1,2011-04-04T02:30:25Z,Robust Nonparametric Regression via Sparsity Control with Application to Load Curve Data Cleansing,"Gonzalo Mateos, Georgios B. Giannakis",http://arxiv.org/pdf/1104.0455v1,No journal ref found,none,stat.ML,Summary12780,1104.1992v1,2011-04-11T16:45:47Z,Unified Treatment of Hidden Markov Switching Models,Silvia Chiappa,http://arxiv.org/pdf/1104.1992v1,No journal ref found,none,stat.ML,Summary12781,1104.5341v2,2011-04-28T10:02:17Z,Joint estimation of linear non-Gaussian acyclic models,Shohei Shimizu,http://arxiv.org/pdf/1104.5341v2,No journal ref found,none,stat.ML,Summary12782,1111.1915v1,2011-11-08T14:21:17Z,The theory and application of penalized methods or Reproducing Kernel Hilbert Spaces made easy,Nancy Heckman,http://arxiv.org/pdf/1111.1915v1,No journal ref found,none,stat.ML,Summary12783,1111.3404v1,2011-11-15T01:44:12Z,Estimated VC dimension for risk bounds,"Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish",http://arxiv.org/pdf/1111.3404v1,No journal ref found,none,stat.ML,Summary12784,1111.3781v1,2011-11-16T12:35:01Z,Fast Learning Rate of Non-Sparse Multiple Kernel Learning and Optimal Regularization Strategies,Taiji Suzuki,http://arxiv.org/pdf/1111.3781v1,No journal ref found,none,stat.ML,Summary12785,1111.5948v1,2011-11-25T11:22:23Z,On l_1 Mean and Variance Filtering,"Bo Wahlberg, Cristian R. Rojas, Mariette Annergren",http://arxiv.org/pdf/1111.5948v1,No journal ref found,none,stat.ML,Summary12786,1111.6160v1,2011-11-26T13:43:40Z,Optimal exponential bounds on the accuracy of classification,N. I. Pentacaput,http://arxiv.org/pdf/1111.6160v1,No journal ref found,none,stat.ML,Summary12787,1111.6254v1,2011-11-27T12:59:32Z,"Fast, Linear Time, m-Adic Hierarchical Clustering for Search and Retrieval using the Baire Metric, with linkages to Generalized Ultrametrics, Hashing, Formal Concept Analysis, and Precision of Data Measurement","Fionn Murtagh, Pedro Contreras",http://arxiv.org/pdf/1111.6254v1,"P-Adic Numbers, Ultrametric Analysis, and Applications, 4 (1), 45-56, 2012",none,stat.ML,Summary12788,1111.6832v2,2011-11-29T14:59:12Z,Gaussian Probabilities and Expectation Propagation,"John P. Cunningham, Philipp Hennig, Simon Lacoste-Julien",http://arxiv.org/pdf/1111.6832v2,No journal ref found,none,stat.ML,Summary12789,1109.0730v1,2011-09-04T17:03:00Z,Variable Selection in High Dimensions with Random Designs and Orthogonal Matching Pursuit,Antony Joseph,http://arxiv.org/pdf/1109.0730v1,No journal ref found,none,stat.ML,Summary12790,1109.0887v7,2011-09-05T13:17:08Z,Learning Nonlinear Functions Using Regularized Greedy Forest,"Rie Johnson, Tong Zhang",http://arxiv.org/pdf/1109.0887v7,No journal ref found,none,stat.ML,Summary12791,1109.2553v2,2011-09-12T18:12:09Z,Nominal Association Vector and Matrix,"Wenxue Huang, Yong Shi, Xiaogang Wang",http://arxiv.org/pdf/1109.2553v2,No journal ref found,none,stat.ML,Summary12792,1109.4389v1,2011-09-20T18:39:31Z,Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations,"Lucas Theis, Reshad Hosseini, Matthias Bethge",http://arxiv.org/pdf/1109.4389v1,No journal ref found,none,stat.ML,Summary12793,1109.6804v1,2011-09-30T12:17:50Z,Comparing Probabilistic Models for Melodic Sequences,"Athina Spiliopoulou, Amos Storkey",http://arxiv.org/pdf/1109.6804v1,"Proceedings of the ECML-PKDD 2011. Lecture Notes in Computer Science, vol. 6913, pp. 289-304. Springer (2011)",none,stat.ML,Summary12794,1204.0656v1,2012-04-03T11:12:52Z,Application of Bayesian Hierarchical Prior Modeling to Sparse Channel Estimation,"Niels Lovmand Pedersen, Carles Navarro Manchón, Dmitriy Shutin, Bernard Henri Fleury",http://arxiv.org/pdf/1204.0656v1,No journal ref found,none,stat.ML,Summary12795,1204.1795v1,2012-04-09T05:29:07Z,Estimation of causal orders in a linear non-Gaussian acyclic model: a method robust against latent confounders,"Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvarinen, Takashi Washio",http://arxiv.org/pdf/1204.1795v1,No journal ref found,none,stat.ML,Summary12796,1204.2049v1,2012-04-10T05:38:58Z,Coherence Functions with Applications in Large-Margin Classification Methods,"Zhihua Zhang, Guang Dai, Michael I. Jordan",http://arxiv.org/pdf/1204.2049v1,No journal ref found,none,stat.ML,Summary12797,1204.3573v2,2012-04-16T17:09:24Z,Learning Sets with Separating Kernels,"Ernesto De Vito, Lorenzo Rosasco, Alessandro Toigo",http://arxiv.org/pdf/1204.3573v2,No journal ref found,none,stat.ML,Summary12798,1204.3942v1,2012-04-17T23:38:29Z,Regularized Partial Least Squares with an Application to NMR Spectroscopy,"Genevera I. Allen, Christine Peterson, Marina Vannucci, Mirjana Maletic-Savatic",http://arxiv.org/pdf/1204.3942v1,No journal ref found,none,stat.ML,Summary12799,1204.3965v1,2012-04-18T03:06:40Z,Semi-Supervised learning with Density-Ratio Estimation,"Masanori Kawakita, Takafumi Kanamori",http://arxiv.org/pdf/1204.3965v1,No journal ref found,none,stat.ML,Summary12800,1204.4243v1,2012-04-19T02:59:03Z,EP-GIG Priors and Applications in Bayesian Sparse Learning,"Zhihua Zhang, Shusen Wang, Dehua Liu, Michael I. Jordan",http://arxiv.org/pdf/1204.4243v1,No journal ref found,none,stat.ML,Summary12801,1204.4708v1,2012-04-20T19:19:05Z,Efficient hierarchical clustering for continuous data,"Ricardo Henao, Joseph E. Lucas",http://arxiv.org/pdf/1204.4708v1,No journal ref found,none,stat.ML,Summary12802,1204.5540v3,2012-04-25T02:39:40Z,Learning Loosely Connected Markov Random Fields,"Rui Wu, R. Srikant, Jian Ni",http://arxiv.org/pdf/1204.5540v3,"Wu, Rui, Srikant, R., Ni, Jian, Learning loosely connected Markov random fields, Stochastic Systems, 3, (2013), 362-404",none,stat.ML,Summary12803,1209.0016v2,2012-08-31T20:58:15Z,On the convergence of maximum variance unfolding,"Ery Arias-Castro, Bruno Pelletier",http://arxiv.org/pdf/1209.0016v2,No journal ref found,none,stat.ML,Summary12804,1209.0367v1,2012-09-03T14:45:53Z,Seeded Graph Matching,"Donniell E. Fishkind, Sancar Adali, Carey E. Priebe",http://arxiv.org/pdf/1209.0367v1,No journal ref found,none,stat.ML,Summary12805,1209.1996v1,2012-09-10T13:57:37Z,A Bayesian Boosting Model,"Alexander Lorbert, David M. Blei, Robert E. Schapire, Peter J. Ramadge",http://arxiv.org/pdf/1209.1996v1,No journal ref found,none,stat.ML,Summary12806,1209.3230v1,2012-09-14T15:27:45Z,Link Prediction in Graphs with Autoregressive Features,"Emile Richard, Stephane Gaiffas, Nicolas Vayatis",http://arxiv.org/pdf/1209.3230v1,No journal ref found,none,stat.ML,Summary12807,1209.3431v2,2012-09-15T20:06:33Z,Recovering Block-structured Activations Using Compressive Measurements,"Sivaraman Balakrishnan, Mladen Kolar, Alessandro Rinaldo, Aarti Singh",http://arxiv.org/pdf/1209.3431v2,No journal ref found,none,stat.ML,Summary12808,1209.4120v2,2012-09-18T23:03:01Z,Scaling Multidimensional Inference for Structured Gaussian Processes,"Elad Gilboa, Yunus Saatçi, John P. Cunningham",http://arxiv.org/pdf/1209.4120v2,No journal ref found,none,stat.ML,Summary12809,1209.4360v4,2012-09-19T20:05:44Z,Variational Inference in Nonconjugate Models,"Chong Wang, David M. Blei",http://arxiv.org/pdf/1209.4360v4,No journal ref found,none,stat.ML,Summary12810,1209.5375v2,2012-09-24T19:38:46Z,Improving accuracy and power with transfer learning using a meta-analytic database,"Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel, Jean-Baptiste Poline, Bertrand Thirion",http://arxiv.org/pdf/1209.5375v2,No journal ref found,none,stat.ML,Summary12811,1211.0932v1,2012-11-05T17:13:51Z,Kernels and Submodels of Deep Belief Networks,"Guido F. Montufar, Jason Morton",http://arxiv.org/pdf/1211.0932v1,No journal ref found,none,stat.ML,Summary12812,1211.1275v3,2012-11-06T15:54:07Z,Kernelized Bayesian Matrix Factorization,"Mehmet Gönen, Suleiman A. Khan, Samuel Kaski",http://arxiv.org/pdf/1211.1275v3,No journal ref found,none,stat.ML,Summary12813,1211.3038v4,2012-11-13T16:19:31Z,Gradient density estimation in arbitrary finite dimensions using the method of stationary phase,"Karthik S. Gurumoorthy, Anand Rangarajan, John Corring",http://arxiv.org/pdf/1211.3038v4,No journal ref found,none,stat.ML,Summary12814,1211.3589v3,2012-11-15T12:34:07Z,A Truncated EM Approach for Spike-and-Slab Sparse Coding,"Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke",http://arxiv.org/pdf/1211.3589v3,"Journal of Machine Learning Research, 15:2653-2687, 2014",none,stat.ML,Summary12815,1211.3601v4,2012-11-15T13:22:09Z,Statistical inference on errorfully observed graphs,"Carey E. Priebe, Daniel L. Sussman, Minh Tang, Joshua T. Vogelstein",http://arxiv.org/pdf/1211.3601v4,No journal ref found,none,stat.ML,Summary12816,1211.4706v1,2012-11-20T10:45:25Z,Random Input Sampling for Complex Models Using Markov Chain Monte Carlo,"A. Gokcen Mahmutoglu, Alper T. Erdogan, Alper Demir",http://arxiv.org/pdf/1211.4706v1,No journal ref found,none,stat.ML,Summary12817,1211.7120v1,2012-11-29T23:39:00Z,Exact and Efficient Parallel Inference for Nonparametric Mixture Models,"Sinead A. Williamson, Avinava Dubey, Eric P. Xing",http://arxiv.org/pdf/1211.7120v1,No journal ref found,none,stat.ML,Summary12818,1301.0858v1,2013-01-05T02:21:01Z,A New Geometric Approach to Latent Topic Modeling and Discovery,"Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama",http://arxiv.org/pdf/1301.0858v1,No journal ref found,none,stat.ML,Summary12819,1301.1318v4,2013-01-07T19:52:14Z,Efficient Eigen-updating for Spectral Graph Clustering,"Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon",http://arxiv.org/pdf/1301.1318v4,No journal ref found,none,stat.ML,Summary12820,1301.1919v1,2013-01-09T16:48:07Z,Nonparametric Reduced Rank Regression,"Rina Foygel, Michael Horrell, Mathias Drton, John Lafferty",http://arxiv.org/pdf/1301.1919v1,No journal ref found,none,stat.ML,Summary12821,1301.1954v5,2013-01-09T19:26:07Z,On the Incommensurability Phenomenon,"Donniell E. Fishkind, Cencheng Shen, Youngser Park, Carey E. Priebe",http://arxiv.org/pdf/1301.1954v5,No journal ref found,none,stat.ML,Summary12822,1301.2007v1,2013-01-09T23:48:15Z,Spectral Clustering Based on Local PCA,"Ery Arias-Castro, Gilad Lerman, Teng Zhang",http://arxiv.org/pdf/1301.2007v1,No journal ref found,none,stat.ML,Summary12823,1301.2724v2,2013-01-12T22:16:36Z,Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models,"Manfred Opper, Ulrich Paquet, Ole Winther",http://arxiv.org/pdf/1301.2724v2,No journal ref found,none,stat.ML,Summary12824,1301.3570v1,2013-01-16T03:24:43Z,A Nested HDP for Hierarchical Topic Models,"John Paisley, Chong Wang, David Blei, Michael I. Jordan",http://arxiv.org/pdf/1301.3570v1,No journal ref found,none,stat.ML,Summary12825,1301.3611v4,2013-01-16T07:41:08Z,Jitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals,"Sebastian Hitziger, Maureen Clerc, Alexandre Gramfort, Sandrine Saillet, Christian Bénar, Théodore Papadopoulo",http://arxiv.org/pdf/1301.3611v4,No journal ref found,none,stat.ML,Summary12826,1301.6915v2,2013-01-29T13:01:22Z,An Impossibility Result for High Dimensional Supervised Learning,"Mohammad Hossein Rohban, Prakash Ishwar, Birant Orten, William C. Karl, Venkatesh Saligrama",http://arxiv.org/pdf/1301.6915v2,No journal ref found,none,stat.ML,Summary12827,1304.4549v1,2013-04-16T18:54:37Z,Learning Heteroscedastic Models by Convex Programming under Group Sparsity,"Arnak S. Dalalyan, Mohamed Hebiri, Katia Méziani, Joseph Salmon",http://arxiv.org/pdf/1304.4549v1,No journal ref found,none,stat.ML,Summary12828,1304.4672v3,2013-04-17T03:05:30Z,Low-Rank Matrix and Tensor Completion via Adaptive Sampling,"Akshay Krishnamurthy, Aarti Singh",http://arxiv.org/pdf/1304.4672v3,No journal ref found,none,stat.ML,Summary12829,1304.5245v2,2013-04-18T20:25:15Z,Feature Elimination in Kernel Machines in moderately high dimensions,"Sayan Dasgupta, Yair Goldberg, Michael Kosorok",http://arxiv.org/pdf/1304.5245v2,No journal ref found,none,stat.ML,Summary12830,1304.5417v1,2013-04-19T13:38:59Z,Analytic Expressions for Stochastic Distances Between Relaxed Complex Wishart Distributions,"Alejandro C. Frery, Abraão D. C. Nascimento, Renato J. Cintra",http://arxiv.org/pdf/1304.5417v1,No journal ref found,none,stat.ML,Summary12831,1304.6803v5,2013-04-25T05:37:55Z,Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation,"Song Liu, John A. Quinn, Michael U. Gutmann, Taiji Suzuki, Masashi Sugiyama",http://arxiv.org/pdf/1304.6803v5,No journal ref found,none,stat.ML,Summary12832,1304.7717v2,2013-04-29T17:27:50Z,The Randomized Dependence Coefficient,"David Lopez-Paz, Philipp Hennig, Bernhard Schölkopf",http://arxiv.org/pdf/1304.7717v2,No journal ref found,none,stat.ML,Summary12833,1304.7981v5,2013-04-30T13:06:35Z,Generalized Canonical Correlation Analysis for Classification,"Cencheng Shen, Ming Sun, Minh Tang, Carey E. Priebe",http://arxiv.org/pdf/1304.7981v5,Journal of Multivariate Analysis 130 (2014) 310-322,none,stat.ML,Summary12834,1307.0164v1,2013-06-30T00:40:09Z,Sparse Principal Component Analysis for High Dimensional Vector Autoregressive Models,"Zhaoran Wang, Fang Han, Han Liu",http://arxiv.org/pdf/1307.0164v1,No journal ref found,none,stat.ML,Summary12835,1307.0293v3,2013-07-01T07:53:20Z,A Direct Estimation of High Dimensional Stationary Vector Autoregressions,"Fang Han, Huanran Lu, Han Liu",http://arxiv.org/pdf/1307.0293v3,No journal ref found,none,stat.ML,Summary12836,1307.0323v1,2013-07-01T10:44:13Z,Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM,"James Barrett, Anthony C. C. Coolen",http://arxiv.org/pdf/1307.0323v1,No journal ref found,none,stat.ML,Summary12837,1307.0373v1,2013-07-01T14:14:55Z,Gaussian Process Conditional Copulas with Applications to Financial Time Series,"José Miguel Hernández-Lobato, James Robert Lloyd, Daniel Hernández-Lobato",http://arxiv.org/pdf/1307.0373v1,No journal ref found,none,stat.ML,Summary12838,1307.2302v2,2013-07-08T23:14:03Z,The blessing of transitivity in sparse and stochastic networks,"Karl Rohe, Tai Qin",http://arxiv.org/pdf/1307.2302v2,No journal ref found,none,stat.ML,Summary12839,1307.2715v1,2013-07-10T08:54:00Z,Optimisation dans la détection de communautés recouvrantes et équilibre de Nash,"Michel Crampes, Michel Plantié, Marie Lopez",http://arxiv.org/pdf/1307.2715v1,No journal ref found,none,stat.ML,Summary12840,1307.3400v1,2013-07-12T10:36:56Z,Thompson Sampling for 1-Dimensional Exponential Family Bandits,"Nathaniel Korda, Emilie Kaufmann, Remi Munos",http://arxiv.org/pdf/1307.3400v1,No journal ref found,none,stat.ML,Summary12841,1307.5601v3,2013-07-22T06:55:13Z,Kinetic Energy Plus Penalty Functions for Sparse Estimation,"Zhihua Zhang, Shibo Zhao, Zebang Shen, Shuchang Zhou",http://arxiv.org/pdf/1307.5601v3,No journal ref found,none,stat.ML,Summary12842,1307.8333v1,2013-07-29T03:09:49Z,Borel Isomorphic Dimensionality Reduction of Data and Supervised Learning,Stan Hatko,http://arxiv.org/pdf/1307.8333v1,No journal ref found,none,stat.ML,Summary12843,1309.1194v1,2013-09-04T22:00:43Z,Some Options for L1-Subspace Signal Processing,"Panos P. Markopoulos, George N. Karystinos, Dimitris A. Pados",http://arxiv.org/pdf/1309.1194v1,No journal ref found,none,stat.ML,Summary12844,1309.1233v2,2013-09-05T04:42:00Z,Noisy Sparse Subspace Clustering,"Yu-Xiang Wang, Huan Xu",http://arxiv.org/pdf/1309.1233v2,No journal ref found,none,stat.ML,Summary12845,1309.2303v1,2013-09-09T20:04:03Z,Spectral Clustering with Imbalanced Data,"Jing Qian, Venkatesh Saligrama",http://arxiv.org/pdf/1309.2303v1,No journal ref found,none,stat.ML,Summary12846,1309.2895v1,2013-09-11T17:18:30Z,Sparse and Functional Principal Components Analysis,Genevera I. Allen,http://arxiv.org/pdf/1309.2895v1,No journal ref found,none,stat.ML,Summary12847,1309.3699v1,2013-09-14T21:06:22Z,Local Support Vector Machines:Formulation and Analysis,"Ravi Ganti, Alexander Gray",http://arxiv.org/pdf/1309.3699v1,No journal ref found,none,stat.ML,Summary12848,1309.4859v1,2013-09-19T04:57:59Z,Predictive PAC Learning and Process Decompositions,"Cosma Rohilla Shalizi, Aryeh Kontorovich",http://arxiv.org/pdf/1309.4859v1,"Advances in Neural Information Processing Systems 26 [NIPS 2013], pp.1619--1627",none,stat.ML,Summary12849,1309.5701v2,2013-09-23T06:19:54Z,Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability,Tomohiko Mizutani,http://arxiv.org/pdf/1309.5701v2,"Journal of Machine Learning Research 15, pp. 1011-1039, 2014",none,stat.ML,Summary12850,1309.6415v2,2013-09-25T07:30:18Z,Stratified Graphical Models - Context-Specific Independence in Graphical Models,"Henrik Nyman, Johan Pensar, Timo Koski, Jukka Corander",http://arxiv.org/pdf/1309.6415v2,No journal ref found,none,stat.ML,Summary12851,1309.6779v4,2013-09-26T10:04:45Z,Causal Discovery with Continuous Additive Noise Models,"Jonas Peters, Joris Mooij, Dominik Janzing, Bernhard Schölkopf",http://arxiv.org/pdf/1309.6779v4,"Journal of Machine Learning Research 15:2009-2053, 2014",none,stat.ML,Summary12852,1309.7821v2,2013-09-30T12:34:09Z,MPBART - Multinomial Probit Bayesian Additive Regression Trees,"Bereket P. Kindo, Hao Wang, Edsel A. Peña",http://arxiv.org/pdf/1309.7821v2,No journal ref found,none,stat.ML,Summary12853,1310.0512v2,2013-10-01T22:46:06Z,Jointly Clustering Rows and Columns of Binary Matrices: Algorithms and Trade-offs,"Jiaming Xu, Rui Wu, Kai Zhu, Bruce Hajek, R. Srikant, Lei Ying",http://arxiv.org/pdf/1310.0512v2,No journal ref found,none,stat.ML,Summary12854,1310.0532v4,2013-10-02T00:33:34Z,Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding,"Vince Lyzinski, Daniel Sussman, Minh Tang, Avanti Athreya, Carey Priebe",http://arxiv.org/pdf/1310.0532v4,"Electronic Journal of Statistics, 8 (2014) 2905--2922",none,stat.ML,Summary12855,1310.1495v2,2013-10-05T17:07:28Z,Role of normalization in spectral clustering for stochastic blockmodels,"Purnamrita Sarkar, Peter J. Bickel",http://arxiv.org/pdf/1310.1495v2,"Annals of Statistics 2015, Vol. 43, No. 3, 962-990",none,stat.ML,Summary12856,1310.1519v2,2013-10-05T21:57:02Z,Moments and Root-Mean-Square Error of the Bayesian MMSE Estimator of Classification Error in the Gaussian Model,"Amin Zollanvari, Edward R. Dougherty",http://arxiv.org/pdf/1310.1519v2,No journal ref found,none,stat.ML,Summary12857,1310.1562v4,2013-10-06T09:36:55Z,Dependence Measure for non-additive model,"Hangjin Jiang, Yiming Ding",http://arxiv.org/pdf/1310.1562v4,No journal ref found,none,stat.ML,Summary12858,1310.1867v4,2013-10-07T17:32:37Z,Mean Field Bayes Backpropagation: scalable training of multilayer neural networks with binary weights,"Daniel Soudry, Ron Meir",http://arxiv.org/pdf/1310.1867v4,No journal ref found,none,stat.ML,Summary12859,1310.3003v3,2013-10-11T02:21:49Z,Distance-weighted Support Vector Machine,"Xingye Qiao, Lingsong Zhang",http://arxiv.org/pdf/1310.3003v3,"Statistics and Its Interface, 8, 3, pp. 331-345 (2015)",none,stat.ML,Summary12860,1310.3004v1,2013-10-11T02:22:20Z,Flexible High-dimensional Classification Machines and Their Asymptotic Properties,"Xingye Qiao, Lingsong Zhang",http://arxiv.org/pdf/1310.3004v1,No journal ref found,none,stat.ML,Summary12861,1310.3561v4,2013-10-14T04:40:12Z,ECA: High Dimensional Elliptical Component Analysis in non-Gaussian Distributions,"Fang Han, Han Liu",http://arxiv.org/pdf/1310.3561v4,No journal ref found,none,stat.ML,Summary12862,1310.3745v2,2013-10-14T16:48:15Z,Alternating Minimization for Mixed Linear Regression,"Xinyang Yi, Constantine Caramanis, Sujay Sanghavi",http://arxiv.org/pdf/1310.3745v2,No journal ref found,none,stat.ML,Summary12863,1310.4375v3,2013-10-16T13:47:14Z,Fast Computation of Wasserstein Barycenters,"Marco Cuturi, Arnaud Doucet",http://arxiv.org/pdf/1310.4375v3,"Proceedings of the 31st International Conference on Machine Learning, JMLR W&CP 32 (2) 2014",none,stat.ML,Summary12864,1310.5415v2,2013-10-21T04:03:46Z,Disease Prediction based on Functional Connectomes using a Scalable and Spatially-Informed Support Vector Machine,"Takanori Watanabe, Daniel Kessler, Clayton Scott, Michael Angstadt, Chandra Sripada",http://arxiv.org/pdf/1310.5415v2,No journal ref found,none,stat.ML,Summary12865,1310.5438v2,2013-10-21T07:10:51Z,Variational Bayesian inference for linear and logistic regression,Jan Drugowitsch,http://arxiv.org/pdf/1310.5438v2,No journal ref found,none,stat.ML,Summary12866,1310.5543v2,2013-10-21T13:51:16Z,Universalities of Reproducing Kernels Revisited,"Benxun Wang, Haizhang Zhang",http://arxiv.org/pdf/1310.5543v2,No journal ref found,none,stat.ML,Summary12867,1310.5666v1,2013-10-21T18:29:12Z,Distributed parameter estimation of discrete hierarchical models via marginal likelihoods,"Helene Massam, Nanwei Wang",http://arxiv.org/pdf/1310.5666v1,No journal ref found,none,stat.ML,Summary12868,1310.6062v1,2013-10-22T21:27:18Z,Combined l_1 and greedy l_0 penalized least squares for linear model selection,"Piotr Pokarowski, Jan Mielniczuk",http://arxiv.org/pdf/1310.6062v1,No journal ref found,none,stat.ML,Summary12869,1310.6067v1,2013-10-22T21:46:02Z,Multiple Kernel Learning for Brain-Computer Interfacing,"Wojciech Samek, Alexander Binder, Klaus-Robert Müller",http://arxiv.org/pdf/1310.6067v1,"W. Samek, A. Binder, K.-R. M\""uller. Multiple Kernel Learning for Brain-Computer Interfacing. Proceedings of 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 7048-51, 2013",none,stat.ML,Summary12870,1310.6319v2,2013-10-23T18:27:42Z,Efficient State-Space Inference of Periodic Latent Force Models,"Steven Reece, Stephen Roberts, Siddhartha Ghosh, Alex Rogers, Nicholas Jennings",http://arxiv.org/pdf/1310.6319v2,No journal ref found,none,stat.ML,Summary12871,1310.6778v2,2013-10-24T21:27:57Z,Bayesian estimation of possible causal direction in the presence of latent confounders using a linear non-Gaussian acyclic structural equation model with individual-specific effects,"Shohei Shimizu, Kenneth Bollen",http://arxiv.org/pdf/1310.6778v2,No journal ref found,none,stat.ML,Summary12872,1310.7855v1,2013-10-29T16:05:44Z,A comparison of bandwidth selectors for mean shift clustering,"José E. Chacón, Pablo Monfort",http://arxiv.org/pdf/1310.7855v1,No journal ref found,none,stat.ML,Summary12873,1310.8612v1,2013-10-31T17:40:20Z,Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization,"Jie Chen, Cédric Richard, Alfred O. Hero III",http://arxiv.org/pdf/1310.8612v1,No journal ref found,none,stat.ML,Summary12874,1310.8618v1,2013-10-31T17:53:06Z,Convergence analysis of kernel LMS algorithm with pre-tuned dictionary,"Jie Chen, Wei Gao, Cédric Richard, Jose-Carlos M. Bermudez",http://arxiv.org/pdf/1310.8618v1,No journal ref found,none,stat.ML,Summary12875,1311.0219v2,2013-11-01T16:32:17Z,Joint Estimation of Multiple Graphical Models from High Dimensional Time Series,"Huitong Qiu, Fang Han, Han Liu, Brian Caffo",http://arxiv.org/pdf/1311.0219v2,No journal ref found,none,stat.ML,Summary12876,1311.0360v1,2013-11-02T09:09:35Z,Multivariate Generalized Gaussian Process Models,Antoni B. Chan,http://arxiv.org/pdf/1311.0360v1,No journal ref found,none,stat.ML,Summary12877,1311.0622v1,2013-11-04T09:31:51Z,Stochastic Dual Coordinate Ascent with Alternating Direction Multiplier Method,Taiji Suzuki,http://arxiv.org/pdf/1311.0622v1,No journal ref found,none,stat.ML,Summary12878,1311.1033v2,2013-11-05T12:39:04Z,Nonparametric Bayesian models of hierarchical structure in complex networks,"Mikkel N. Schmidt, Tue Herlau, Morten Mørup",http://arxiv.org/pdf/1311.1033v2,No journal ref found,none,stat.ML,Summary12879,1311.1911v3,2013-11-08T09:33:06Z,Visualizing the Effects of a Changing Distance on Data Using Continuous Embeddings,"Gina Gruenhage, Manfred Opper, Simon Barthelme",http://arxiv.org/pdf/1311.1911v3,No journal ref found,none,stat.ML,Summary12880,1311.2520v3,2013-11-11T18:37:35Z,The Infinite Degree Corrected Stochastic Block Model,"Tue Herlau, Mikkel N. Schmidt, Morten Mørup",http://arxiv.org/pdf/1311.2520v3,"Phys. Rev. E 90, 032819 (2014)",none,stat.ML,Summary12881,1311.3257v2,2013-11-13T19:12:55Z,Compressive Nonparametric Graphical Model Selection For Time Series,"Alexander Jung, Reinhard Heckel, Helmut Bölcskei, Franz Hlawatsch",http://arxiv.org/pdf/1311.3257v2,No journal ref found,none,stat.ML,Summary12882,1311.4025v3,2013-11-16T06:53:44Z,Signal Recovery from Pooling Representations,"Joan Bruna, Arthur Szlam, Yann LeCun",http://arxiv.org/pdf/1311.4025v3,No journal ref found,none,stat.ML,Summary12883,1311.4669v1,2013-11-19T09:39:26Z,Nonparametric Bayes dynamic modeling of relational data,"Daniele Durante, David B. Dunson",http://arxiv.org/pdf/1311.4669v1,No journal ref found,none,stat.ML,Summary12884,1311.5479v2,2013-11-21T16:59:52Z,Learning Pairwise Graphical Models with Nonlinear Sufficient Statistics,"Xiao-Tong Yuan, Ping Li, Tong Zhang",http://arxiv.org/pdf/1311.5479v2,No journal ref found,none,stat.ML,Summary12885,1311.5954v2,2013-11-23T03:53:31Z,Robust Vertex Classification,"Li Chen, Cencheng Shen, Joshua Vogelstein, Carey Priebe",http://arxiv.org/pdf/1311.5954v2,No journal ref found,none,stat.ML,Summary12886,1311.6182v1,2013-11-24T22:41:20Z,Robust Low-rank Tensor Recovery: Models and Algorithms,"Donald Goldfarb, Zhiwei Qin",http://arxiv.org/pdf/1311.6182v1,No journal ref found,none,stat.ML,Summary12887,1311.6359v3,2013-11-25T16:42:57Z,Score-based Causal Learning in Additive Noise Models,"Christopher Nowzohour, Peter Bühlmann",http://arxiv.org/pdf/1311.6359v3,No journal ref found,none,stat.ML,Summary12888,1312.0712v3,2013-12-03T06:44:52Z,Generalized Non-orthogonal Joint Diagonalization with LU Decomposition and Successive Rotations,"Xiao-Feng Gong, Xiu-Lin Wang, Qiu-Hua Lin",http://arxiv.org/pdf/1312.0712v3,No journal ref found,none,stat.ML,Summary12889,1312.1733v2,2013-12-05T23:31:20Z,Impact of regularization on Spectral Clustering,"Antony Joseph, Bin Yu",http://arxiv.org/pdf/1312.1733v2,No journal ref found,none,stat.ML,Summary12890,1312.1970v1,2013-12-06T19:25:16Z,"An Algorithmic Theory of Dependent Regularizers, Part 1: Submodular Structure","Hoyt Koepke, Marina Meila",http://arxiv.org/pdf/1312.1970v1,No journal ref found,none,stat.ML,Summary12891,1312.2646v4,2013-12-10T02:38:52Z,Guaranteed Model Order Estimation and Sample Complexity Bounds for LDA,E. D. Gutiérrez,http://arxiv.org/pdf/1312.2646v4,No journal ref found,none,stat.ML,Summary12892,1312.2967v3,2013-12-10T21:12:34Z,Every LWF and AMP chain graph originates from a set of causal models,Jose M. Peña,http://arxiv.org/pdf/1312.2967v3,No journal ref found,none,stat.ML,Summary12893,1312.3291v1,2013-12-11T19:43:38Z,Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic,"James Sharpnack, Akshay Krishnamurthy, Aarti Singh",http://arxiv.org/pdf/1312.3291v1,"Advances in Neural Information Processing Systems 26. MIT Press. Cambridge, MA. 2013",none,stat.ML,Summary12894,1312.4664v4,2013-12-17T07:03:41Z,Filtering with State-Observation Examples via Kernel Monte Carlo Filter,"Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu",http://arxiv.org/pdf/1312.4664v4,No journal ref found,none,stat.ML,Summary12895,1312.4710v1,2013-12-17T10:26:02Z,Markov Network Structure Learning via Ensemble-of-Forests Models,"Eirini Arvaniti, Manfred Claassen",http://arxiv.org/pdf/1312.4710v1,No journal ref found,none,stat.ML,Summary12896,1312.4717v1,2013-12-17T11:01:29Z,The Matrix Ridge Approximation: Algorithms and Applications,Zhihua Zhang,http://arxiv.org/pdf/1312.4717v1,No journal ref found,none,stat.ML,Summary12897,1312.4719v1,2013-12-17T11:10:06Z,The Bernstein Function: A Unifying Framework of Nonconvex Penalization in Sparse Estimation,Zhihua Zhang,http://arxiv.org/pdf/1312.4719v1,No journal ref found,none,stat.ML,Summary12898,1312.5066v1,2013-12-18T09:15:59Z,Functional Bipartite Ranking: a Wavelet-Based Filtering Approach,"Stéphan Clémençon, Marine Depecker",http://arxiv.org/pdf/1312.5066v1,No journal ref found,none,stat.ML,Summary12899,1312.5386v1,2013-12-19T01:11:48Z,Detecting Parameter Symmetries in Probabilistic Models,"Robert Nishihara, Thomas Minka, Daniel Tarlow",http://arxiv.org/pdf/1312.5386v1,No journal ref found,none,stat.ML,Summary12900,1312.5889v1,2013-12-20T11:09:33Z,Non-parametric Bayesian modeling of complex networks,"Mikkel N. Schmidt, Morten Mørup",http://arxiv.org/pdf/1312.5889v1,"Signal Processing Magazine, IEEE (Volume:30, Issue:3, Year:2013)",none,stat.ML,Summary12901,1312.6317v2,2013-12-21T23:04:51Z,Outlier robust system identification: a Bayesian kernel-based approach,"Giulio Bottegal, Aleksandr Y. Aravkin, Hakan Hjalmarsson, Gianluigi Pillonetto",http://arxiv.org/pdf/1312.6317v2,No journal ref found,none,stat.ML,Summary12902,1312.7559v7,2013-12-29T17:11:47Z,A model selection approach for clustering a multinomial sequence with non-negative factorization,"Nam H. Lee, Runze Tang, Carey E. Priebe, Michael Rosen",http://arxiv.org/pdf/1312.7559v7,No journal ref found,none,stat.ML,Summary12903,1312.7604v2,2013-12-29T23:42:57Z,Probabilistic Archetypal Analysis,"Sohan Seth, Manuel J. A. Eugster",http://arxiv.org/pdf/1312.7604v2,No journal ref found,none,stat.ML,Summary12904,1312.7750v1,2013-12-30T15:54:44Z,A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification,"Venelin Mitov, Manfred Claassen",http://arxiv.org/pdf/1312.7750v1,No journal ref found,none,stat.ML,Summary12905,1401.0086v2,2013-12-31T04:00:31Z,Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint,"Ji Liu, Ryohei Fujimaki, Jieping Ye",http://arxiv.org/pdf/1401.0086v2,No journal ref found,none,stat.ML,Summary12906,1401.2451v1,2014-01-10T20:44:50Z,Online Matrix Completion Through Nuclear Norm Regularisation,"Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon",http://arxiv.org/pdf/1401.2451v1,No journal ref found,none,stat.ML,Summary12907,1401.2497v1,2014-01-11T03:13:16Z,Multiscale Shrinkage and Lévy Processes,"Xin Yuan, Vinayak Rao, Shaobo Han, Lawrence Carin",http://arxiv.org/pdf/1401.2497v1,No journal ref found,none,stat.ML,Summary12908,1401.2771v1,2014-01-13T10:14:08Z,A variational Bayes framework for sparse adaptive estimation,"Konstantinos E. Themelis, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas",http://arxiv.org/pdf/1401.2771v1,No journal ref found,none,stat.ML,Summary12909,1401.3291v2,2014-01-14T19:15:04Z,Detection of Anomalous Crowd Behavior Using Spatio-Temporal Multiresolution Model and Kronecker Sum Decompositions,"Kristjan Greenewald, Alfred Hero",http://arxiv.org/pdf/1401.3291v2,No journal ref found,none,stat.ML,Summary12910,1401.3358v1,2014-01-14T21:17:21Z,Survey On The Estimation Of Mutual Information Methods as a Measure of Dependency Versus Correlation Analysis,"D. Gencaga, N. K. Malakar, D. J. Lary",http://arxiv.org/pdf/1401.3358v1,No journal ref found,none,stat.ML,Summary12911,1401.3940v1,2014-01-16T09:04:20Z,"Nonparametric Latent Tree Graphical Models: Inference, Estimation, and Structure Learning","Le Song, Han Liu, Ankur Parikh, Eric Xing",http://arxiv.org/pdf/1401.3940v1,No journal ref found,none,stat.ML,Summary12912,1401.4408v1,2014-01-17T17:16:25Z,Embedding Graphs under Centrality Constraints for Network Visualization,"Brian Baingana, Georgios B. Giannakis",http://arxiv.org/pdf/1401.4408v1,No journal ref found,none,stat.ML,Summary12913,1401.4988v2,2014-01-20T17:14:58Z,Marginal Pseudo-Likelihood Learning of Markov Network structures,"Johan Pensar, Henrik Nyman, Juha Niiranen, Jukka Corander",http://arxiv.org/pdf/1401.4988v2,No journal ref found,none,stat.ML,Summary12914,1401.5508v1,2014-01-21T22:24:10Z,Hilbert Space Methods for Reduced-Rank Gaussian Process Regression,"Arno Solin, Simo Särkkä",http://arxiv.org/pdf/1401.5508v1,No journal ref found,none,stat.ML,Summary12915,1401.5625v1,2014-01-22T11:23:50Z,Identifiability of an Integer Modular Acyclic Additive Noise Model and its Causal Structure Discovery,"Joe Suzuki, Takanori Inazumi, Takashi Washio, Shohei Shimizu",http://arxiv.org/pdf/1401.5625v1,No journal ref found,none,stat.ML,Summary12916,1401.6276v1,2014-01-24T07:50:28Z,The EM algorithm and the Laplace Approximation,Niko Brümmer,http://arxiv.org/pdf/1401.6276v1,No journal ref found,none,stat.ML,Summary12917,1401.6623v3,2014-01-26T07:38:23Z,Near-Ideal Behavior of Compressed Sensing Algorithms,"Mehmet Eren Ahsen, Mathukumalli Vidyasagar",http://arxiv.org/pdf/1401.6623v3,No journal ref found,none,stat.ML,Summary12918,1401.6740v1,2014-01-27T04:41:37Z,Safe Sample Screening for Support Vector Machines,"Kohei Ogawa, Yoshiki Suzuki, Shinya Suzumura, Ichiro Takeuchi",http://arxiv.org/pdf/1401.6740v1,No journal ref found,none,stat.ML,Summary12919,1401.7145v1,2014-01-28T11:44:29Z,Tempering by Subsampling,"Jan-Willem van de Meent, Brooks Paige, Frank Wood",http://arxiv.org/pdf/1401.7145v1,No journal ref found,none,stat.ML,Summary12920,1401.8017v1,2014-01-30T22:40:35Z,Sparse Bayesian Unsupervised Learning,"Stephane Gaiffas, Bertrand Michel",http://arxiv.org/pdf/1401.8017v1,No journal ref found,none,stat.ML,Summary12921,1401.8066v2,2014-01-31T05:29:45Z,A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning,"Ha Quang Minh, Loris Bazzani, Vittorio Murino",http://arxiv.org/pdf/1401.8066v2,Journal of Machine Learning Research 17 (2016) 1-72,none,stat.ML,Summary12922,1401.8078v1,2014-01-31T07:54:14Z,Marginal and simultaneous predictive classification using stratified graphical models,"Henrik Nyman, Jie Xiong, Johan Pensar, Jukka Corander",http://arxiv.org/pdf/1401.8078v1,No journal ref found,none,stat.ML,Summary12923,1405.0530v1,2014-05-02T22:36:24Z,A Rank-SVM Approach to Anomaly Detection,"Jing Qian, Jonathan Root, Venkatesh Saligrama, Yuting Chen",http://arxiv.org/pdf/1405.0530v1,No journal ref found,none,stat.ML,Summary12924,1405.0558v2,2014-05-03T07:35:29Z,The Falling Factorial Basis and Its Statistical Applications,"Yu-Xiang Wang, Alex Smola, Ryan J. Tibshirani",http://arxiv.org/pdf/1405.0558v2,No journal ref found,none,stat.ML,Summary12925,1405.1580v1,2014-05-07T12:02:40Z,PAC-Bayes Mini-tutorial: A Continuous Union Bound,Tim van Erven,http://arxiv.org/pdf/1405.1580v1,No journal ref found,none,stat.ML,Summary12926,1405.3379v1,2014-05-14T06:50:08Z,Learning rates for the risk of kernel based quantile regression estimators in additive models,"Andreas Christmann, Ding-Xuan Zhou",http://arxiv.org/pdf/1405.3379v1,No journal ref found,none,stat.ML,Summary12927,1405.3952v1,2014-05-15T19:14:44Z,Fast Ridge Regression with Randomized Principal Component Analysis and Gradient Descent,"Yichao Lu, Dean P. Foster",http://arxiv.org/pdf/1405.3952v1,No journal ref found,none,stat.ML,Summary12928,1408.0145v2,2014-08-01T12:07:53Z,A convergence and asymptotic analysis of the generalized symmetric FastICA algorithm,Tianwen Wei,http://arxiv.org/pdf/1408.0145v2,"IEEE Transactions on Signal Processing (December, 2015) 63, 24, 6445-6458",none,stat.ML,Summary12929,1408.0337v1,2014-08-02T04:31:56Z,A Bayesian estimation approach to analyze non-Gaussian data-generating processes with latent classes,"Naoki Tanaka, Shohei Shimizu, Takashi Washio",http://arxiv.org/pdf/1408.0337v1,No journal ref found,none,stat.ML,Summary12930,1408.0850v5,2014-08-05T02:15:46Z,L0 Sparse Inverse Covariance Estimation,"Goran Marjanovic, Alfred O. Hero III",http://arxiv.org/pdf/1408.0850v5,No journal ref found,none,stat.ML,Summary12931,1408.1336v2,2014-08-06T15:50:30Z,On the Generalization of the C-Bound to Structured Output Ensemble Methods,"François Laviolette, Emilie Morvant, Liva Ralaivola, Jean-Francis Roy",http://arxiv.org/pdf/1408.1336v2,No journal ref found,none,stat.ML,Summary12932,1408.2714v2,2014-08-12T14:04:24Z,Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers,"Vu Dinh, Lam Si Tung Ho, Nguyen Viet Cuong, Duy Nguyen, Binh T. Nguyen",http://arxiv.org/pdf/1408.2714v2,No journal ref found,none,stat.ML,Summary12933,1408.3378v2,2014-08-14T18:29:20Z,Beta diffusion trees and hierarchical feature allocations,"Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1408.3378v2,No journal ref found,none,stat.ML,Summary12934,1408.5032v1,2014-08-21T15:12:37Z,On the Sample Complexity of Subspace Learning,"Alessandro Rudi, Guille D. Canas, Lorenzo Rosasco",http://arxiv.org/pdf/1408.5032v1,No journal ref found,none,stat.ML,Summary12935,1408.5404v2,2014-08-23T03:16:41Z,A Wild Bootstrap for Degenerate Kernel Tests,"Kacper Chwialkowski, Dino Sejdinovic, Arthur Gretton",http://arxiv.org/pdf/1408.5404v2,No journal ref found,none,stat.ML,Summary12936,1408.5810v2,2014-08-25T15:44:05Z,Kernel-based Information Criterion,"Somayeh Danafar, Kenji Fukumizu, Faustino Gomez",http://arxiv.org/pdf/1408.5810v2,No journal ref found,none,stat.ML,Summary12937,1408.6693v1,2014-08-28T12:11:43Z,A study of the fixed points and spurious solutions of the FastICA algorithm,Tianwen Wei,http://arxiv.org/pdf/1408.6693v1,No journal ref found,none,stat.ML,Summary12938,1409.0578v2,2014-09-01T23:00:35Z,Consistency and fluctuations for stochastic gradient Langevin dynamics,"Yee Whye Teh, Alexandre Thiéry, Sebastian Vollmer",http://arxiv.org/pdf/1409.0578v2,No journal ref found,none,stat.ML,Summary12939,1409.2713v1,2014-09-09T12:33:56Z,Context-specific independence in graphical log-linear models,"Henrik Nyman, Johan Pensar, Timo Koski, Jukka Corander",http://arxiv.org/pdf/1409.2713v1,No journal ref found,none,stat.ML,Summary12940,1409.2824v2,2014-09-09T17:42:55Z,Scalable Bayesian Modelling of Paired Symbols,"Ulrich Paquet, Noam Koenigstein, Ole Winther",http://arxiv.org/pdf/1409.2824v2,No journal ref found,none,stat.ML,Summary12941,1409.4005v1,2014-09-14T02:33:16Z,Sparse Estimation with Strongly Correlated Variables using Ordered Weighted L1 Regularization,"Mario A. T. Figueiredo, Robert D. Nowak",http://arxiv.org/pdf/1409.4005v1,No journal ref found,none,stat.ML,Summary12942,1409.4011v1,2014-09-14T04:01:37Z,Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces,"Kevin Swersky, David Duvenaud, Jasper Snoek, Frank Hutter, Michael A. Osborne",http://arxiv.org/pdf/1409.4011v1,No journal ref found,none,stat.ML,Summary12943,1409.4141v2,2014-09-15T02:16:49Z,Probabilistic Network Metrics: Variational Bayesian Network Centrality,Harold Soh,http://arxiv.org/pdf/1409.4141v2,No journal ref found,none,stat.ML,Summary12944,1409.4366v1,2014-09-15T18:23:47Z,The Randomized Causation Coefficient,"David Lopez-Paz, Krikamol Muandet, Benjamin Recht",http://arxiv.org/pdf/1409.4366v1,No journal ref found,none,stat.ML,Summary12945,1409.4573v3,2014-09-16T10:45:25Z,Non-linear Causal Inference using Gaussianity Measures,"Daniel Hernández-Lobato, Pablo Morales-Mombiela, David Lopez-Paz, Alberto Suárez",http://arxiv.org/pdf/1409.4573v3,No journal ref found,none,stat.ML,Summary12946,1409.6179v1,2014-09-22T14:17:15Z,Expectation Propagation,"Jack Raymond, Andre Manoel, Manfred Opper",http://arxiv.org/pdf/1409.6179v1,No journal ref found,none,stat.ML,Summary12947,1409.7134v2,2014-09-25T01:05:06Z,"Deconvolution of High-Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain","Charles Zheng, Franco Pestilli, Ariel Rokem",http://arxiv.org/pdf/1409.7134v2,No journal ref found,none,stat.ML,Summary12948,1409.7193v2,2014-09-25T09:28:54Z,MIST: L0 Sparse Linear Regression with Momentum,"Goran Marjanovic, Magnus O. Ulfarsson, Alfred O. Hero III",http://arxiv.org/pdf/1409.7193v2,No journal ref found,none,stat.ML,Summary12949,1409.8630v1,2014-09-30T17:06:47Z,Unsupervised Bump Hunting Using Principal Components,"Daniel A Díaz-Pachón, Jean-Eudes Dazard, J. Sunil Rao",http://arxiv.org/pdf/1409.8630v1,No journal ref found,none,stat.ML,Summary12950,1501.00192v4,2014-12-31T19:10:52Z,Learning Parameters for Weighted Matrix Completion via Empirical Estimation,Jason Jo,http://arxiv.org/pdf/1501.00192v4,No journal ref found,none,stat.ML,Summary12951,1501.00604v1,2015-01-03T20:44:01Z,A Taxonomy of Big Data for Optimal Predictive Machine Learning and Data Mining,Ernest Fokoue,http://arxiv.org/pdf/1501.00604v1,No journal ref found,none,stat.ML,Summary12952,1501.00725v1,2015-01-04T21:51:44Z,A generalization error bound for sparse and low-rank multivariate Hawkes processes,"Emmanuel Bacry, Stéphane Gaïffas, Jean-François Muzy",http://arxiv.org/pdf/1501.00725v1,No journal ref found,none,stat.ML,Summary12953,1501.01029v2,2015-01-05T22:45:31Z,Innovated interaction screening for high-dimensional nonlinear classification,"Yingying Fan, Yinfei Kong, Daoji Li, Zemin Zheng",http://arxiv.org/pdf/1501.01029v2,"Annals of Statistics 2015, Vol. 43, No. 3, 1243-1272",none,stat.ML,Summary12954,1501.02102v2,2015-01-09T10:53:02Z,Equitability of Dependence Measure,"Hangjin Jiang, Kan Liu, Yiming Ding",http://arxiv.org/pdf/1501.02102v2,No journal ref found,none,stat.ML,Summary12955,1501.02218v1,2015-01-09T18:18:20Z,Survey schemes for stochastic gradient descent with applications to M-estimation,"Stéphan Clémençon, Patrice Bertail, Emilie Chautru, Guillaume Papa",http://arxiv.org/pdf/1501.02218v1,No journal ref found,none,stat.ML,Summary12956,1501.02579v1,2015-01-12T09:34:27Z,Combined modeling of sparse and dense noise for improvement of Relevance Vector Machine,"Martin Sundin, Saikat Chatterjee, Magnus Jansson",http://arxiv.org/pdf/1501.02579v1,No journal ref found,none,stat.ML,Summary12957,1501.02844v1,2015-01-12T22:51:08Z,SPRITE: A Response Model For Multiple Choice Testing,"Ryan Ning, Andrew E. Waters, Christoph Studer, Richard G. Baraniuk",http://arxiv.org/pdf/1501.02844v1,No journal ref found,none,stat.ML,Summary12958,1501.03861v1,2015-01-16T01:59:34Z,Bayesian Nonparametrics in Topic Modeling: A Brief Tutorial,Alexander Spangher,http://arxiv.org/pdf/1501.03861v1,No journal ref found,none,stat.ML,Summary12959,1501.04080v2,2015-01-16T19:18:15Z,Differentially Private Bayesian Optimization,"Matt J. Kusner, Jacob R. Gardner, Roman Garnett, Kilian Q. Weinberger",http://arxiv.org/pdf/1501.04080v2,No journal ref found,none,stat.ML,Summary12960,1501.04467v1,2015-01-19T12:13:44Z,Implementable confidence sets in high dimensional regression,Alexandra Carpentier,http://arxiv.org/pdf/1501.04467v1,No journal ref found,none,stat.ML,Summary12961,1501.05108v4,2015-01-21T09:50:34Z,BDgraph: An R Package for Bayesian Structure Learning in Graphical Models,"Abdolreza Mohammadi, Ernst C. Wit",http://arxiv.org/pdf/1501.05108v4,No journal ref found,none,stat.ML,Summary12962,1501.05200v1,2015-01-21T15:45:01Z,Minimax Optimal Sparse Signal Recovery with Poisson Statistics,"Mohammad H. Rohban, Delaram Motamedvaziri, Venkatesh Saligrama",http://arxiv.org/pdf/1501.05200v1,No journal ref found,none,stat.ML,Summary12963,1501.06103v1,2015-01-25T01:45:06Z,A simpler condition for consistency of a kernel independence test,Arthur Gretton,http://arxiv.org/pdf/1501.06103v1,No journal ref found,none,stat.ML,Summary12964,1501.06116v1,2015-01-25T05:12:59Z,Prediction Error Reduction Function as a Variable Importance Score,Ernest Fokoué,http://arxiv.org/pdf/1501.06116v1,No journal ref found,none,stat.ML,Summary12965,1501.07768v1,2015-01-30T13:36:37Z,Confidence intervals for AB-test,Cyrille Dubarry,http://arxiv.org/pdf/1501.07768v1,No journal ref found,none,stat.ML,Summary12966,1505.00428v2,2015-05-03T13:18:23Z,A Linear-Time Particle Gibbs Sampler for Infinite Hidden Markov Models,"Nilesh Tripuraneni, Shane Gu, Hong Ge, Zoubin Ghahramani",http://arxiv.org/pdf/1505.00428v2,No journal ref found,none,stat.ML,Summary12967,1505.00869v1,2015-05-05T02:48:12Z,On the Feasibility of Distributed Kernel Regression for Big Data,"Chen Xu, Yongquan Zhang, Runze Li",http://arxiv.org/pdf/1505.00869v1,No journal ref found,none,stat.ML,Summary12968,1505.01582v2,2015-05-07T04:30:16Z,Consistency of Spectral Hypergraph Partitioning under Planted Partition Model,"Debarghya Ghoshdastidar, Ambedkar Dukkipati",http://arxiv.org/pdf/1505.01582v2,No journal ref found,none,stat.ML,Summary12969,1505.01627v1,2015-05-07T08:50:18Z,Bayesian Optimization for Synthetic Gene Design,"Javier González, Joseph Longworth, David C. James, Neil D. Lawrence",http://arxiv.org/pdf/1505.01627v1,No journal ref found,none,stat.ML,Summary12970,1505.02065v5,2015-05-08T15:32:43Z,Improved Gibbs Sampling Parameter Estimators for Latent Dirichlet Allocation,"Yannis Papanikolaou, Timothy N. Rubin, James R. Foulds, Grigorios Tsoumakas",http://arxiv.org/pdf/1505.02065v5,No journal ref found,none,stat.ML,Summary12971,1505.03481v1,2015-05-09T23:13:54Z,Relations Between Adjacency and Modularity Graph Partitioning,"Hansi Jiang, Carl Meyer",http://arxiv.org/pdf/1505.03481v1,No journal ref found,none,stat.ML,Summary12972,1505.03511v1,2015-05-13T19:54:53Z,Bootstrapped Adaptive Threshold Selection for Statistical Model Selection and Estimation,Kristofer E. Bouchard,http://arxiv.org/pdf/1505.03511v1,No journal ref found,none,stat.ML,Summary12973,1505.04363v2,2015-05-17T07:05:50Z,Local identifiability of $l_1$-minimization dictionary learning: a sufficient and almost necessary condition,"Siqi Wu, Bin Yu",http://arxiv.org/pdf/1505.04363v2,No journal ref found,none,stat.ML,Summary12974,1505.04413v2,2015-05-17T16:27:14Z,Harmonic Exponential Families on Manifolds,"Taco S. Cohen, Max Welling",http://arxiv.org/pdf/1505.04413v2,No journal ref found,none,stat.ML,Summary12975,1505.04780v2,2015-05-18T19:56:25Z,Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation,"Huan Gui, Quanquan Gu",http://arxiv.org/pdf/1505.04780v2,No journal ref found,none,stat.ML,Summary12976,1505.05117v1,2015-05-19T18:46:47Z,Vector-Space Markov Random Fields via Exponential Families,"Wesley Tansey, Oscar Hernan Madrid Padilla, Arun Sai Suggala, Pradeep Ravikumar",http://arxiv.org/pdf/1505.05117v1,No journal ref found,none,stat.ML,Summary12977,1505.06659v1,2015-05-25T15:10:53Z,Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares -- ICML,"Garvesh Raskutti, Michael Mahoney",http://arxiv.org/pdf/1505.06659v1,No journal ref found,none,stat.ML,Summary12978,1505.06723v1,2015-05-25T19:44:36Z,Stochastic Annealing for Variational Inference,"San Gultekin, Aonan Zhang, John Paisley",http://arxiv.org/pdf/1505.06723v1,No journal ref found,none,stat.ML,Summary12979,1505.07765v3,2015-05-28T17:33:43Z,Automatic Relevance Determination For Deep Generative Models,"Theofanis Karaletsos, Gunnar Rätsch",http://arxiv.org/pdf/1505.07765v3,No journal ref found,none,stat.ML,Summary12980,1505.08052v4,2015-05-29T14:11:09Z,Batch Bayesian Optimization via Local Penalization,"Javier González, Zhenwen Dai, Philipp Hennig, Neil D. Lawrence",http://arxiv.org/pdf/1505.08052v4,No journal ref found,none,stat.ML,Summary12981,1101.0316v1,2011-01-01T04:36:35Z,Bistatic SAR ATR,"Amit Kumar Mishra, Bernard Mulgrew",http://arxiv.org/pdf/1101.0316v1,No journal ref found,none,stat.ML,Summary12982,1101.0317v1,2011-01-01T04:42:07Z,Generation of SAR Image for Real-life Objects using General Purpose EM Simulators,"Amit Kumar Mishra, Bernard Mulgrew",http://arxiv.org/pdf/1101.0317v1,No journal ref found,none,stat.ML,Summary12983,1101.0673v1,2011-01-04T08:44:14Z,Autoregressive Kernels For Time Series,"Marco Cuturi, Arnaud Doucet",http://arxiv.org/pdf/1101.0673v1,No journal ref found,none,stat.ML,Summary12984,1101.2489v3,2011-01-13T03:58:47Z,DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model,"Shohei Shimizu, Takanori Inazumi, Yasuhiro Sogawa, Aapo Hyvarinen, Yoshinobu Kawahara, Takashi Washio, Patrik O. Hoyer, Kenneth Bollen",http://arxiv.org/pdf/1101.2489v3,No journal ref found,none,stat.ML,Summary12985,1101.5435v1,2011-01-28T03:32:01Z,An Analysis of the Convergence of Graph Laplacians,"Daniel Ting, Ling Huang, Michael Jordan",http://arxiv.org/pdf/1101.5435v1,No journal ref found,none,stat.ML,Summary12986,1203.0117v3,2012-03-01T08:34:30Z,Learning a Common Substructure of Multiple Graphical Gaussian Models,"Satoshi Hara, Takashi Washio",http://arxiv.org/pdf/1203.0117v3,No journal ref found,none,stat.ML,Summary12987,1203.1065v1,2012-03-05T22:10:02Z,Subspace clustering of high-dimensional data: a predictive approach,"Brian McWilliams, Giovanni Montana",http://arxiv.org/pdf/1203.1065v1,No journal ref found,none,stat.ML,Summary12988,1203.1828v1,2012-03-08T15:34:08Z,An ADMM Algorithm for a Class of Total Variation Regularized Estimation Problems,"Bo Wahlberg, Stephen Boyd, Mariette Annergren, Yang Wang",http://arxiv.org/pdf/1203.1828v1,No journal ref found,none,stat.ML,Summary12989,1203.4354v1,2012-03-20T09:28:49Z,Asymptotic Confidence Sets for General Nonparametric Regression and Classification by Regularized Kernel Methods,Robert Hable,http://arxiv.org/pdf/1203.4354v1,No journal ref found,none,stat.ML,Summary12990,1203.5647v1,2012-03-26T12:43:19Z,Polynomial expansion of the binary classification function,Péter Kövesárki,http://arxiv.org/pdf/1203.5647v1,No journal ref found,none,stat.ML,Summary12991,1203.6345v2,2012-03-28T19:24:35Z,Empirical Normalization for Quadratic Discriminant Analysis and Classifying Cancer Subtypes,"Mark A. Kon, Nikolay Nikolaev",http://arxiv.org/pdf/1203.6345v2,No journal ref found,none,stat.ML,Summary12992,1207.3399v2,2012-07-14T07:10:19Z,Scaling of Model Approximation Errors and Expected Entropy Distances,"Guido F. Montufar, Johannes Rauh",http://arxiv.org/pdf/1207.3399v2,"Kybernetika 50 (2014) 2, p. 234-245",none,stat.ML,Summary12993,1207.3649v1,2012-07-16T12:29:22Z,Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood,"Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari",http://arxiv.org/pdf/1207.3649v1,Journal of Machine Learning Research 14 (2013) 75-109,none,stat.ML,Summary12994,1207.4674v1,2012-07-19T14:06:36Z,Models of Disease Spectra,"Iead Rezek, Christian Beckmann",http://arxiv.org/pdf/1207.4674v1,No journal ref found,none,stat.ML,Summary12995,1207.6684v2,2012-07-28T07:01:09Z,Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection,"Yiyuan She, Huanghuang Li, Jiangping Wang, Dapeng Wu",http://arxiv.org/pdf/1207.6684v2,No journal ref found,none,stat.ML,Summary12996,1210.0805v2,2012-10-02T15:26:15Z,Robust PCA and subspace tracking from incomplete observations using L0-surrogates,"Clemens Hage, Martin Kleinsteuber",http://arxiv.org/pdf/1210.0805v2,No journal ref found,none,stat.ML,Summary12997,1210.3335v3,2012-10-11T19:27:28Z,Improved Graph Clustering,"Yudong Chen, Sujay Sanghavi, Huan Xu",http://arxiv.org/pdf/1210.3335v3,"IEEE Transactions on Information Theory, vol. 60, no. 10, pp. 6440-6455, 2014",none,stat.ML,Summary12998,1210.5345v1,2012-10-19T09:03:24Z,Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions,"Alexandra Carpentier, Rémi Munos",http://arxiv.org/pdf/1210.5345v1,No journal ref found,none,stat.ML,Summary12999,1210.5806v1,2012-10-22T05:41:29Z,Multi-Stage Multi-Task Feature Learning,"Pinghua Gong, Jieping Ye, Changshui Zhang",http://arxiv.org/pdf/1210.5806v1,No journal ref found,none,stat.ML,Summary13000,1210.7665v2,2012-10-29T13:54:36Z,Graph Estimation From Multi-attribute Data,"Mladen Kolar, Han Liu, Eric P. Xing",http://arxiv.org/pdf/1210.7665v2,No journal ref found,none,stat.ML,Summary13001,1210.8429v1,2012-10-31T18:24:10Z,Anomaly Detection in Time Series of Graphs using Fusion of Graph Invariants,"Youngser Park, Carey E. Priebe, Abdou Youssef",http://arxiv.org/pdf/1210.8429v1,No journal ref found,none,stat.ML,Summary13002,1303.2378v2,2013-03-10T21:31:37Z,Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension,"Hamed Firouzi, Bala Rajaratnam, Alfred Hero",http://arxiv.org/pdf/1303.2378v2,No journal ref found,none,stat.ML,Summary13003,1303.2488v1,2013-03-11T11:20:23Z,Visualizing and Interacting with Concept Hierarchies,"Michel Crampes, Michel Plantié",http://arxiv.org/pdf/1303.2488v1,No journal ref found,none,stat.ML,Summary13004,1303.2517v1,2013-03-11T13:34:51Z,"Refinement revisited with connections to Bayes error, conditional entropy and calibrated classifiers",Hamed Masnadi-Shirazi,http://arxiv.org/pdf/1303.2517v1,No journal ref found,none,stat.ML,Summary13005,1303.2892v1,2013-03-12T14:20:27Z,Toward Optimal Stratification for Stratified Monte-Carlo Integration,"Alexandra Carpentier, Remi Munos",http://arxiv.org/pdf/1303.2892v1,No journal ref found,none,stat.ML,Summary13006,1303.3265v2,2013-03-13T13:55:20Z,A dependent partition-valued process for multitask clustering and time evolving network modelling,"Konstantina Palla, David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1303.3265v2,No journal ref found,none,stat.ML,Summary13007,1303.6938v1,2013-03-27T19:40:26Z,Expectation Propagation for Neural Networks with Sparsity-promoting Priors,"Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari",http://arxiv.org/pdf/1303.6938v1,"Journal of Machine Learning Research, 15(May): 1849-1901, 2014",none,stat.ML,Summary13008,1303.7410v2,2013-03-29T14:40:24Z,ParceLiNGAM: A causal ordering method robust against latent confounders,"Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvarinen, Takashi Washio",http://arxiv.org/pdf/1303.7410v2,No journal ref found,none,stat.ML,Summary13009,1305.0047v2,2013-04-30T22:48:54Z,Dictionary LASSO: Guaranteed Sparse Recovery under Linear Transformation,"Ji Liu, Lei Yuan, Jieping Ye",http://arxiv.org/pdf/1305.0047v2,No journal ref found,none,stat.ML,Summary13010,1305.0319v6,2013-05-02T00:31:45Z,Learning Mixtures of Bernoulli Templates by Two-Round EM with Performance Guarantee,"Adrian Barbu, Tianfu Wu, Ying Nian Wu",http://arxiv.org/pdf/1305.0319v6,"Electronic Journal of Statistics, Vol. 8, No. 2, pp 3004-3030, 2014",none,stat.ML,Summary13011,1305.1998v1,2013-05-09T03:15:19Z,Inferring Team Strengths Using a Discrete Markov Random Field,"John Zech, Frank Wood",http://arxiv.org/pdf/1305.1998v1,No journal ref found,none,stat.ML,Summary13012,1305.2238v2,2013-05-10T01:08:36Z,Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery,"Han Liu, Lie Wang, Tuo Zhao",http://arxiv.org/pdf/1305.2238v2,No journal ref found,none,stat.ML,Summary13013,1305.4152v5,2013-05-17T18:40:53Z,Sparse Approximate Inference for Spatio-Temporal Point Process Models,"Botond Cseke, Andrew Zammit Mangion, Tom Heskes, Guido Sanguinetti",http://arxiv.org/pdf/1305.4152v5,No journal ref found,none,stat.ML,Summary13014,1305.4153v1,2013-05-17T18:44:50Z,Factored expectation propagation for input-output FHMM models in systems biology,"Botond Cseke, Guido Sanguinetti",http://arxiv.org/pdf/1305.4153v1,No journal ref found,none,stat.ML,Summary13015,1305.4893v1,2013-05-21T17:24:57Z,Out-of-sample Extension for Latent Position Graphs,"Minh Tang, Youngser Park, Carey E. Priebe",http://arxiv.org/pdf/1305.4893v1,No journal ref found,none,stat.ML,Summary13016,1305.6526v3,2013-05-28T15:14:58Z,Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas,"Marten Wegkamp, Yue Zhao",http://arxiv.org/pdf/1305.6526v3,"Bernoulli 2016, Vol. 22, No. 2, 1184-1226",none,stat.ML,Summary13017,1305.6916v4,2013-05-29T19:39:56Z,Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution,"Fang Han, Han Liu",http://arxiv.org/pdf/1305.6916v4,"Bernoulli 2017, Vol. 23, No. 1, 23-57",none,stat.ML,Summary13018,1305.7255v1,2013-05-30T21:16:04Z,Non-linear dimensionality reduction: Riemannian metric estimation and the problem of geometric discovery,"Dominique Perraul-Joncas, Marina Meila",http://arxiv.org/pdf/1305.7255v1,No journal ref found,none,stat.ML,Summary13019,1305.7344v1,2013-05-31T09:53:53Z,Joint Modeling and Registration of Cell Populations in Cohorts of High-Dimensional Flow Cytometric Data,"Saumyadipta Pyne, Kui Wang, Jonathan Irish, Pablo Tamayo, Marc-Danie Nazaire, Tarn Duong, Sharon Lee, Shu-Kay Ng, David Hafler, Ronald Levy, Garry Nolan, Jill Mesirov, Geoffrey J. McLachlan",http://arxiv.org/pdf/1305.7344v1,No journal ref found,none,stat.ML,Summary13020,1306.0407v2,2013-06-03T13:54:34Z,Constructive Setting of the Density Ratio Estimation Problem and its Rigorous Solution,"Vladimir Vapnik, Igor Braga, Rauf Izmailov",http://arxiv.org/pdf/1306.0407v2,No journal ref found,none,stat.ML,Summary13021,1306.0895v1,2013-06-04T14:45:10Z,Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances,Marco Cuturi,http://arxiv.org/pdf/1306.0895v1,"Advances in Neural Information Processing Systems 26, pages 2292--2300, 2013",none,stat.ML,Summary13022,1306.1043v2,2013-06-05T10:15:46Z,Structural Intervention Distance (SID) for Evaluating Causal Graphs,"Jonas Peters, Peter Bühlmann",http://arxiv.org/pdf/1306.1043v2,"Neural Computation 27:771-799, 2015",none,stat.ML,Summary13023,1306.3530v2,2013-06-14T23:41:58Z,Generalized Beta Divergence,Y. Kenan Yilmaz,http://arxiv.org/pdf/1306.3530v2,No journal ref found,none,stat.ML,Summary13024,1306.3574v1,2013-06-15T12:52:38Z,Early stopping and non-parametric regression: An optimal data-dependent stopping rule,"Garvesh Raskutti, Martin J. Wainwright, Bin Yu",http://arxiv.org/pdf/1306.3574v1,No journal ref found,none,stat.ML,Summary13025,1306.3862v1,2013-06-17T13:57:05Z,Bayesian methods for low-rank matrix estimation: short survey and theoretical study,Pierre Alquier,http://arxiv.org/pdf/1306.3862v1,No journal ref found,none,stat.ML,Summary13026,1306.4103v1,2013-06-18T08:40:40Z,Group Symmetry and non-Gaussian Covariance Estimation,"Ilya Soloveychik, Ami Wiesel",http://arxiv.org/pdf/1306.4103v1,No journal ref found,none,stat.ML,Summary13027,1306.4960v5,2013-06-20T19:04:28Z,Optimal computational and statistical rates of convergence for sparse nonconvex learning problems,"Zhaoran Wang, Han Liu, Tong Zhang",http://arxiv.org/pdf/1306.4960v5,"Annals of Statistics 2014, Vol. 42, No. 6, 2164-2201",none,stat.ML,Summary13028,1306.5310v1,2013-06-22T11:11:20Z,Online dictionary learning for kernel LMS. Analysis and forward-backward splitting algorithm,"Wei Gao, Jie Chen, Cédric Richard, Jianguo Huang",http://arxiv.org/pdf/1306.5310v1,No journal ref found,none,stat.ML,Summary13029,1306.5860v1,2013-06-25T07:02:20Z,Supersparse Linear Integer Models for Predictive Scoring Systems,"Berk Ustun, Stefano Traca, Cynthia Rudin",http://arxiv.org/pdf/1306.5860v1,No journal ref found,none,stat.ML,Summary13030,1308.1196v1,2013-08-06T07:24:36Z,The Group Lasso for Design of Experiments,"Kentaro Tanaka, Masami Miyakawa",http://arxiv.org/pdf/1308.1196v1,No journal ref found,none,stat.ML,Summary13031,1308.1479v2,2013-08-07T05:09:33Z,Challenges of Big Data Analysis,"Jianqing Fan, Fang Han, Han Liu",http://arxiv.org/pdf/1308.1479v2,"National Science Review, 1:293-324, 2014",none,stat.ML,Summary13032,1308.2029v3,2013-08-09T04:13:09Z,Accuracy of Latent-Variable Estimation in Bayesian Semi-Supervised Learning,Keisuke Yamazaki,http://arxiv.org/pdf/1308.2029v3,No journal ref found,none,stat.ML,Summary13033,1308.4211v1,2013-08-20T02:33:49Z,Scalable Convex Methods for Flexible Low-Rank Matrix Modeling,"William Fithian, Rahul Mazumder",http://arxiv.org/pdf/1308.4211v1,No journal ref found,none,stat.ML,Summary13034,1308.5609v2,2013-08-26T15:11:12Z,Frequency Recognition in SSVEP-based BCI using Multiset Canonical Correlation Analysis,"Yu Zhang, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki",http://arxiv.org/pdf/1308.5609v2,"International Journal of Neural Systems, 2014, vol.24, no.2, pp.1450013 (14 pages)",none,stat.ML,Summary13035,1308.5712v1,2013-08-26T22:05:46Z,The Generalized Mean Information Coefficient,"Alexander Luedtke, Linh Tran",http://arxiv.org/pdf/1308.5712v1,No journal ref found,none,stat.ML,Summary13036,1402.1412v2,2014-02-06T17:10:24Z,Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial,"Yarin Gal, Mark van der Wilk",http://arxiv.org/pdf/1402.1412v2,No journal ref found,none,stat.ML,Summary13037,1402.2148v1,2014-02-10T13:57:32Z,An Algorithmic Framework for Computing Validation Performance Bounds by Using Suboptimal Models,"Yoshiki Suzuki, Kohei Ogawa, Yuki Shinmura, Ichiro Takeuchi",http://arxiv.org/pdf/1402.2148v1,No journal ref found,none,stat.ML,Summary13038,1402.2499v1,2014-02-11T14:24:54Z,Justifying Information-Geometric Causal Inference,"Dominik Janzing, Bastian Steudel, Naji Shajarisales, Bernhard Schölkopf",http://arxiv.org/pdf/1402.2499v1,No journal ref found,none,stat.ML,Summary13039,1402.4078v2,2014-02-17T17:39:24Z,Performance Limits of Dictionary Learning for Sparse Coding,"Alexander Jung, Yonina C. Eldar, Norbert Görtz",http://arxiv.org/pdf/1402.4078v2,No journal ref found,none,stat.ML,Summary13040,1402.4501v3,2014-02-18T21:37:00Z,A Kernel Independence Test for Random Processes,"Kacper Chwialkowski, Arthur Gretton",http://arxiv.org/pdf/1402.4501v3,No journal ref found,none,stat.ML,Summary13041,1402.4507v1,2014-02-18T21:53:33Z,High Dimensional Semiparametric Scale-Invariant Principal Component Analysis,"Fang Han, Han Liu",http://arxiv.org/pdf/1402.4507v1,No journal ref found,none,stat.ML,Summary13042,1402.4884v2,2014-02-20T04:06:28Z,Le Cam meets LeCun: Deficiency and Generic Feature Learning,"Brendan van Rooyen, Robert C. Williamson",http://arxiv.org/pdf/1402.4884v2,No journal ref found,none,stat.ML,Summary13043,1402.6262v5,2014-02-25T18:05:05Z,Novel Deviation Bounds for Mixture of Independent Bernoulli Variables with Application to the Missing Mass,Bahman Yari Saeed Khanloo,http://arxiv.org/pdf/1402.6262v5,No journal ref found,none,stat.ML,Summary13044,1402.6863v3,2014-02-27T11:27:44Z,Addendum on the scoring of Gaussian directed acyclic graphical models,"Jack Kuipers, Giusi Moffa, David Heckerman",http://arxiv.org/pdf/1402.6863v3,"Annals of Statistics 2014, Vol. 42, No. 4, 1689-1691",none,stat.ML,Summary13045,1403.1481v1,2014-03-06T16:25:05Z,New Perspectives on k-Support and Cluster Norms,"Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos",http://arxiv.org/pdf/1403.1481v1,No journal ref found,none,stat.ML,Summary13046,1403.4206v1,2014-03-17T18:41:54Z,A reversible infinite HMM using normalised random measures,"Konstantina Palla, David A. Knowles, Zoubin Ghahramani",http://arxiv.org/pdf/1403.4206v1,No journal ref found,none,stat.ML,Summary13047,1403.4544v3,2014-03-18T17:32:01Z,On the Sensitivity of the Lasso to the Number of Predictor Variables,"Cheryl J. Flynn, Clifford M. Hurvich, Jeffrey S. Simonoff",http://arxiv.org/pdf/1403.4544v3,No journal ref found,none,stat.ML,Summary13048,1403.5112v1,2014-03-20T12:30:54Z,On The Sample Complexity of Sparse Dictionary Learning,"Matthias Seibert, Martin Kleinsteuber, Rémi Gribonval, Rodolphe Jenatton, Francis Bach",http://arxiv.org/pdf/1403.5112v1,No journal ref found,none,stat.ML,Summary13049,1403.5177v1,2014-03-20T15:44:56Z,Sparse Learning over Infinite Subgraph Features,"Ichigaku Takigawa, Hiroshi Mamitsuka",http://arxiv.org/pdf/1403.5177v1,No journal ref found,none,stat.ML,Summary13050,1403.5994v1,2014-03-24T15:22:12Z,First Order Methods for Robust Non-negative Matrix Factorization for Large Scale Noisy Data,"Jason Gejie Liu, Shuchin Aeron",http://arxiv.org/pdf/1403.5994v1,No journal ref found,none,stat.ML,Summary13051,1403.6499v2,2014-03-25T20:33:34Z,Optimal Schatten-q and Ky-Fan-k Norm Rate of Low Rank Matrix Estimation,Dong Xia,http://arxiv.org/pdf/1403.6499v2,No journal ref found,none,stat.ML,Summary13052,1403.7267v1,2014-03-28T01:36:27Z,Systematic Ensemble Learning for Regression,"Roberto Aldave, Jean-Pierre Dussault",http://arxiv.org/pdf/1403.7267v1,No journal ref found,none,stat.ML,Summary13053,1403.7304v3,2014-03-28T08:41:28Z,Characteristic Kernels and Infinitely Divisible Distributions,"Yu Nishiyama, Kenji Fukumizu",http://arxiv.org/pdf/1403.7304v3,"Journal of Machine Learning Research 17(180):1-28, 2016",none,stat.ML,Summary13054,1404.0752v1,2014-04-03T03:15:26Z,An Efficient Search Strategy for Aggregation and Discretization of Attributes of Bayesian Networks Using Minimum Description Length,"Jem Corcoran, Daniel Tran, Nicholas Levine",http://arxiv.org/pdf/1404.0752v1,No journal ref found,none,stat.ML,Summary13055,1404.1238v3,2014-04-04T12:50:48Z,Exact Estimation of Multiple Directed Acyclic Graphs,"Chris J. Oates, Jim Q. Smith, Sach Mukherjee, James Cussens",http://arxiv.org/pdf/1404.1238v3,No journal ref found,none,stat.ML,Summary13056,1404.1361v3,2014-04-04T19:41:34Z,Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach,Alexander Jung,http://arxiv.org/pdf/1404.1361v3,No journal ref found,none,stat.ML,Summary13057,1404.1425v3,2014-04-05T03:43:28Z,Density Estimation via Adaptive Partition and Discrepancy Control,"Kun Yang, Wing Hung Wong",http://arxiv.org/pdf/1404.1425v3,No journal ref found,none,stat.ML,Summary13058,1404.1935v2,2014-04-07T20:09:39Z,Tylers Covariance Matrix Estimator in Elliptical Models with Convex Structure,"Ilya Soloveychik, Ami Wiesel",http://arxiv.org/pdf/1404.1935v2,No journal ref found,none,stat.ML,Summary13059,1404.2007v1,2014-04-08T04:44:59Z,A Permutation Approach for Selecting the Penalty Parameter in Penalized Model Selection,"Jeremy Sabourin, William Valdar, Andrew Nobel",http://arxiv.org/pdf/1404.2007v1,No journal ref found,none,stat.ML,Summary13060,1404.2124v1,2014-04-08T13:34:29Z,"A Naive Bayes machine learning approach to risk prediction using censored, time-to-event data","Julian Wolfson, Sunayan Bandyopadhyay, Mohamed Elidrisi, Gabriela Vazquez-Benitez, Donald Musgrove, Gediminas Adomavicius, Paul Johnson, Patrick OConnor",http://arxiv.org/pdf/1404.2124v1,No journal ref found,none,stat.ML,Summary13061,1404.5028v1,2014-04-20T08:43:44Z,Clustering via Mode Seeking by Direct Estimation of the Gradient of a Log-Density,"Hiroaki Sasaki, Aapo Hyvärinen, Masashi Sugiyama",http://arxiv.org/pdf/1404.5028v1,No journal ref found,none,stat.ML,Summary13062,1404.5443v1,2014-04-22T10:04:10Z,Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression,"Ville Tolvanen, Pasi Jylänki, Aki Vehtari",http://arxiv.org/pdf/1404.5443v1,No journal ref found,none,stat.ML,Summary13063,1404.5793v2,2014-04-23T12:02:59Z,Bayesian Reconstruction of Missing Observations,"Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka",http://arxiv.org/pdf/1404.5793v2,"Interdisciplinary Information Sciences, Vol.21, No.1, pp.11-23, 2015",none,stat.ML,Summary13064,1404.7236v1,2014-04-29T05:12:50Z,High Dimensional Semiparametric Latent Graphical Model for Mixed Data,"Jianqing Fan, Han Liu, Yang Ning, Hui Zou",http://arxiv.org/pdf/1404.7236v1,No journal ref found,none,stat.ML,Summary13065,1406.0071v1,2014-05-31T11:50:03Z,Adaptive Reconfiguration Moves for Dirichlet Mixtures,"Tue Herlau, Morten Mørup, Yee Whye Teh, Mikkel N. Schmidt",http://arxiv.org/pdf/1406.0071v1,No journal ref found,none,stat.ML,Summary13066,1406.0531v2,2014-06-02T20:42:14Z,Causal Inference through a Witness Protection Program,"Ricardo Silva, Robin Evans",http://arxiv.org/pdf/1406.0531v2,No journal ref found,none,stat.ML,Summary13067,1406.0597v3,2014-06-03T06:58:33Z,Maximum margin classifier working in a set of strings,"Hitoshi Koyano, Morihiro Hayashida, Tatsuya Akutsu",http://arxiv.org/pdf/1406.0597v3,No journal ref found,none,stat.ML,Summary13068,1406.0873v2,2014-06-03T20:53:38Z,"Linear Dimensionality Reduction: Survey, Insights, and Generalizations","John P. Cunningham, Zoubin Ghahramani",http://arxiv.org/pdf/1406.0873v2,"Journal of Machine Learning Research. 16(Dec): 2859-2900, 2015",none,stat.ML,Summary13069,1406.1546v1,2014-06-05T23:34:06Z,Consistent procedures for cluster tree estimation and pruning,"Kamalika Chaudhuri, Sanjoy Dasgupta, Samory Kpotufe, Ulrike von Luxburg",http://arxiv.org/pdf/1406.1546v1,No journal ref found,none,stat.ML,Summary13070,1406.1916v1,2014-06-07T18:28:58Z,Compressed Gaussian Process,"Rajarshi Guhaniyogi, David B. Dunson",http://arxiv.org/pdf/1406.1916v1,No journal ref found,none,stat.ML,Summary13071,1406.1922v2,2014-06-07T19:14:23Z,Nonparametric Independence Testing for Small Sample Sizes,"Aaditya Ramdas, Leila Wehbe",http://arxiv.org/pdf/1406.1922v2,No journal ref found,none,stat.ML,Summary13072,1406.2784v1,2014-06-11T05:51:54Z,Provable Tensor Factorization with Missing Data,"Prateek Jain, Sewoong Oh",http://arxiv.org/pdf/1406.2784v1,No journal ref found,none,stat.ML,Summary13073,1406.2864v1,2014-06-11T11:38:34Z,Algebraic-Combinatorial Methods for Low-Rank Matrix Completion with Application to Athletic Performance Prediction,"Duncan A. J. Blythe, Louis Theran, Franz Kiraly",http://arxiv.org/pdf/1406.2864v1,No journal ref found,none,stat.ML,Summary13074,1406.3070v1,2014-06-11T21:35:41Z,Distributed Parameter Estimation in Probabilistic Graphical Models,"Yariv Dror Mizrahi, Misha Denil, Nando de Freitas",http://arxiv.org/pdf/1406.3070v1,No journal ref found,none,stat.ML,Summary13075,1406.3166v2,2014-06-12T09:37:25Z,Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data,"Nguyen Viet Cuong, Lam Si Tung Ho, Vu Dinh",http://arxiv.org/pdf/1406.3166v2,No journal ref found,none,stat.ML,Summary13076,1406.3175v2,2014-06-12T09:55:19Z,Fast and Robust Least Squares Estimation in Corrupted Linear Models,"Brian McWilliams, Gabriel Krummenacher, Mario Lucic, Joachim M. Buhmann",http://arxiv.org/pdf/1406.3175v2,No journal ref found,none,stat.ML,Summary13077,1406.3469v4,2014-06-13T09:59:21Z,LOCO: Distributing Ridge Regression with Random Projections,"Christina Heinze, Brian McWilliams, Nicolai Meinshausen, Gabriel Krummenacher",http://arxiv.org/pdf/1406.3469v4,No journal ref found,none,stat.ML,Summary13078,1406.3711v1,2014-06-14T10:21:03Z,Dimensionality reduction for time series data,"Diego Vidaurre, Iead Rezek, Samuel L. Harrison, Stephen S. Smith, Mark Woolrich",http://arxiv.org/pdf/1406.3711v1,No journal ref found,none,stat.ML,Summary13079,1406.3824v3,2014-06-15T15:00:17Z,Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing,"Yuchen Zhang, Xi Chen, Dengyong Zhou, Michael I. Jordan",http://arxiv.org/pdf/1406.3824v3,No journal ref found,none,stat.ML,Summary13080,1406.4519v1,2014-06-17T20:08:04Z,DFacTo: Distributed Factorization of Tensors,"Joon Hee Choi, S. V. N. Vishwanathan",http://arxiv.org/pdf/1406.4519v1,No journal ref found,none,stat.ML,Summary13081,1406.5986v2,2014-06-23T17:12:12Z,A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares,"Garvesh Raskutti, Michael Mahoney",http://arxiv.org/pdf/1406.5986v2,No journal ref found,none,stat.ML,Summary13082,1406.6315v2,2014-06-24T17:15:11Z,Automatic Dimension Selection for a Non-negative Factorization Approach to Clustering Multiple Random Graphs,"Nam H. Lee, I-Jeng Wang, Youngser Park, Care E. Priebe, Michael Rosen",http://arxiv.org/pdf/1406.6315v2,No journal ref found,none,stat.ML,Summary13083,1406.6319v3,2014-06-24T17:26:18Z,Techniques for clustering interaction data as a collection of graphs,"Nam H. Lee, Carey Priebe, Youngser Park, I-Jeng Wang, Michael Rosen",http://arxiv.org/pdf/1406.6319v3,No journal ref found,none,stat.ML,Summary13084,1406.7130v4,2014-06-27T09:48:05Z,A Fuzzy Clustering Algorithm for the Mode Seeking Framework,"Thomas Bonis, Steve Oudot",http://arxiv.org/pdf/1406.7130v4,No journal ref found,none,stat.ML,Summary13085,1406.7321v2,2014-06-27T21:29:17Z,Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators,"Kai Zhong, Ian E. H. Yen, Inderjit S. Dhillon, Pradeep Ravikumar",http://arxiv.org/pdf/1406.7321v2,No journal ref found,none,stat.ML,Summary13086,1406.7638v1,2014-06-30T09:06:03Z,Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation,"Hiroaki Sasaki, Yung-Kyun Noh, Masashi Sugiyama",http://arxiv.org/pdf/1406.7638v1,No journal ref found,none,stat.ML,Summary13087,1407.0581v10,2014-07-02T14:27:48Z,Support Consistency of Direct Sparse-Change Learning in Markov Networks,"Song Liu, Taiji Suzuki, Raissa Relator, Jun Sese, Masashi Sugiyama, Kenji Fukumizu",http://arxiv.org/pdf/1407.0581v10,No journal ref found,none,stat.ML,Summary13088,1407.4508v2,2014-07-16T21:51:07Z,Large scale canonical correlation analysis with iterative least squares,"Yichao Lu, Dean P. Foster",http://arxiv.org/pdf/1407.4508v2,No journal ref found,none,stat.ML,Summary13089,1407.5602v1,2014-07-21T19:12:59Z,Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI,"Mathieu Dubois, Fouad Hadj-Selem, Tommy Lofstedt, Matthieu Perrot, Clara Fischer, Vincent Frouin, Edouard Duchesnay",http://arxiv.org/pdf/1407.5602v1,No journal ref found,none,stat.ML,Summary13090,1407.5924v1,2014-07-22T16:21:59Z,Resolution-limit-free and local Non-negative Matrix Factorization quality functions for graph clustering,"Twan van Laarhoven, Elena Marchiori",http://arxiv.org/pdf/1407.5924v1,No journal ref found,none,stat.ML,Summary13091,1407.6949v1,2014-07-25T15:57:49Z,Efficient Bayesian Nonparametric Modelling of Structured Point Processes,"Tom Gunter, Chris Lloyd, Michael A. Osborne, Stephen J. Roberts",http://arxiv.org/pdf/1407.6949v1,Proceedings of Uncertainty in Artificial Intelligence (UAI) 2014,none,stat.ML,Summary13092,1407.7502v3,2014-07-28T19:16:02Z,Understanding Random Forests: From Theory to Practice,Gilles Louppe,http://arxiv.org/pdf/1407.7502v3,No journal ref found,none,stat.ML,Summary13093,1407.7840v1,2014-07-29T19:38:32Z,Bayesian Probabilistic Matrix Factorization: A User Frequency Analysis,"Cody Severinski, Ruslan Salakhutdinov",http://arxiv.org/pdf/1407.7840v1,No journal ref found,none,stat.ML,Summary13094,1407.7969v1,2014-07-30T08:29:38Z,Automated Machine Learning on Big Data using Stochastic Algorithm Tuning,"Thomas Nickson, Michael A Osborne, Steven Reece, Stephen J Roberts",http://arxiv.org/pdf/1407.7969v1,No journal ref found,none,stat.ML,Summary13095,1410.0555v2,2014-10-02T13:59:15Z,Linear State-Space Model with Time-Varying Dynamics,"Jaakko Luttinen, Tapani Raiko, Alexander Ilin",http://arxiv.org/pdf/1410.0555v2,"Machine Learning and Knowledge Discovery in Databases. Lecture Notes in Computer Science Volume 8725, 2014, pp 338-353",none,stat.ML,Summary13096,1410.0860v1,2014-10-03T14:34:27Z,Individualized Rank Aggregation using Nuclear Norm Regularization,"Yu Lu, Sahand N. Negahban",http://arxiv.org/pdf/1410.0860v1,No journal ref found,none,stat.ML,Summary13097,1410.1184v3,2014-10-05T17:57:23Z,Graphical LASSO Based Model Selection for Time Series,"Alexander Jung, Gabor Hannak, Norbert Görtz",http://arxiv.org/pdf/1410.1184v3,No journal ref found,none,stat.ML,Summary13098,1410.2653v1,2014-10-09T23:24:07Z,"Distributed Estimation, Information Loss and Exponential Families","Qiang Liu, Alexander Ihler",http://arxiv.org/pdf/1410.2653v1,No journal ref found,none,stat.ML,Summary13099,1410.3192v1,2014-10-13T05:37:29Z,Learning without Concentration for General Loss Functions,Shahar Mendelson,http://arxiv.org/pdf/1410.3192v1,No journal ref found,none,stat.ML,Summary13100,1410.3517v2,2014-10-13T21:24:37Z,Convex Modeling of Interactions with Strong Heredity,"Asad Haris, Daniela Witten, Noah Simon",http://arxiv.org/pdf/1410.3517v2,No journal ref found,none,stat.ML,Summary13101,1410.5522v1,2014-10-21T02:34:07Z,Variational Reformulation of Bayesian Inverse Problems,"Panagiotis Tsilifis, Ilias Bilionis, Ioannis Katsounaros, Nicholas Zabaras",http://arxiv.org/pdf/1410.5522v1,No journal ref found,none,stat.ML,Summary13102,1410.6271v1,2014-10-23T07:42:18Z,A General Stochastic Algorithmic Framework for Minimizing Expensive Black Box Objective Functions Based on Surrogate Models and Sensitivity Analysis,"Yilun Wang, Christine A. Shoemaker",http://arxiv.org/pdf/1410.6271v1,No journal ref found,none,stat.ML,Summary13103,1410.6791v4,2014-10-24T19:17:17Z,Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM),"Mijung Park, Wittawat Jitkrittum, Ahmad Qamar, Zoltan Szabo, Lars Buesing, Maneesh Sahani",http://arxiv.org/pdf/1410.6791v4,No journal ref found,none,stat.ML,Summary13104,1410.6834v2,2014-10-24T20:38:20Z,Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes,"Yves-Laurent Kom Samo, Stephen Roberts",http://arxiv.org/pdf/1410.6834v2,"JMLR W&CP, vol 37, 2015",none,stat.ML,Summary13105,1410.6959v2,2014-10-25T20:52:51Z,An Aggregation Method for Sparse Logistic Regression,Zhe Liu,http://arxiv.org/pdf/1410.6959v2,No journal ref found,none,stat.ML,Summary13106,1410.6984v1,2014-10-26T04:24:58Z,Fully Automated Myocardial Infarction Classification using Ordinary Differential Equations,"Getie Zewdie, Momiao Xiong",http://arxiv.org/pdf/1410.6984v1,No journal ref found,none,stat.ML,Summary13107,1410.7029v1,2014-10-26T13:47:49Z,A Novel Statistical Method Based on Dynamic Models for Classification,"Lerong Li, Momiao Xiong",http://arxiv.org/pdf/1410.7029v1,No journal ref found,none,stat.ML,Summary13108,1410.7291v2,2014-10-27T16:11:09Z,Sensitivity Analysis for Computationally Expensive Models using Optimization and Objective-oriented Surrogate Approximations,"Yilun Wang, Christine A. Shoemaker",http://arxiv.org/pdf/1410.7291v2,No journal ref found,none,stat.ML,Summary13109,1410.7365v2,2014-10-27T19:38:27Z,Multiple Output Regression with Latent Noise,"Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Mehreen Ali, Aki S. Havulinna, Marjo-Riitta Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski",http://arxiv.org/pdf/1410.7365v2,No journal ref found,none,stat.ML,Summary13110,1410.7371v1,2014-10-27T19:45:13Z,A General Statistic Framework for Genome-based Disease Risk Prediction,"L. Ma, N. Lin, C. I. Amos, M. M. Xiong",http://arxiv.org/pdf/1410.7371v1,No journal ref found,none,stat.ML,Summary13111,1410.7383v6,2014-10-26T13:08:49Z,A Ternary Non-Commutative Latent Factor Model for Scalable Three-Way Real Tensor Completion,Guy Baruch,http://arxiv.org/pdf/1410.7383v6,No journal ref found,none,stat.ML,Summary13112,1410.8229v3,2014-10-30T01:47:09Z,Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect,"Mehmet Eren Ahsen, Niharika Challapalli, Mathukumalli Vidyasagar",http://arxiv.org/pdf/1410.8229v3,No journal ref found,none,stat.ML,Summary13113,1410.8372v1,2014-10-30T13:37:39Z,On Estimating $L_2^2$ Divergence,"Akshay Krishnamurthy, Kirthevasan Kandasamy, Barnabas Poczos, Larry Wasserman",http://arxiv.org/pdf/1410.8372v1,No journal ref found,none,stat.ML,Summary13114,1411.0073v1,2014-11-01T05:47:48Z,Learning Mixed Multinomial Logit Model from Ordinal Data,"Sewoong Oh, Devavrat Shah",http://arxiv.org/pdf/1411.0073v1,No journal ref found,none,stat.ML,Summary13115,1411.0254v3,2014-11-02T13:04:30Z,Variational Inference for Gaussian Process Modulated Poisson Processes,"Chris Lloyd, Tom Gunter, Michael A. Osborne, Stephen J. Roberts",http://arxiv.org/pdf/1411.0254v3,No journal ref found,none,stat.ML,Summary13116,1411.0439v1,2014-11-03T11:48:07Z,Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature,"Tom Gunter, Michael A. Osborne, Roman Garnett, Philipp Hennig, Stephen J. Roberts",http://arxiv.org/pdf/1411.0439v1,Advances in Neural Information Processing Systems (NIPS) 2014,none,stat.ML,Summary13117,1411.0707v1,2014-11-03T21:34:24Z,A Nonparametric Adaptive Nonlinear Statistical Filter,"Michael Busch, Jeff Moehlis",http://arxiv.org/pdf/1411.0707v1,No journal ref found,none,stat.ML,Summary13118,1411.0939v1,2014-11-04T15:30:25Z,Simple approximate MAP Inference for Dirichlet processes,"Yordan P. Raykov, Alexis Boukouvalas, Max A. Little",http://arxiv.org/pdf/1411.0939v1,No journal ref found,none,stat.ML,Summary13119,1411.1557v1,2014-11-06T10:41:32Z,Proof Supplement - Learning Sparse Causal Models is not NP-hard (UAI2013),"Tom Claassen, Joris M. Mooij, Tom Heskes",http://arxiv.org/pdf/1411.1557v1,No journal ref found,none,stat.ML,Summary13120,1411.1670v1,2014-11-06T17:56:21Z,Stochastic Variational Inference for Hidden Markov Models,"Nicholas J. Foti, Jason Xu, Dillon Laird, Emily B. Fox",http://arxiv.org/pdf/1411.1670v1,No journal ref found,none,stat.ML,Summary13121,1411.1690v2,2014-11-06T18:32:24Z,Sublinear-Time Approximate MCMC Transitions for Probabilistic Programs,"Yutian Chen, Vikash Mansinghka, Zoubin Ghahramani",http://arxiv.org/pdf/1411.1690v2,No journal ref found,none,stat.ML,Summary13122,1411.2005v1,2014-11-07T19:01:19Z,Scalable Variational Gaussian Process Classification,"James Hensman, Alex Matthews, Zoubin Ghahramani",http://arxiv.org/pdf/1411.2005v1,No journal ref found,none,stat.ML,Summary13123,1411.2540v2,2014-11-10T19:11:41Z,Parameter estimation in spherical symmetry groups,"Yu-Hui Chen, Dennis Wei, Gregory Newstadt, Marc DeGraef, Jeffrey Simmons, Alfred Hero",http://arxiv.org/pdf/1411.2540v2,No journal ref found,none,stat.ML,Summary13124,1411.3803v1,2014-11-14T05:49:01Z,Stochastic Compositional Gradient Descent: Algorithms for Minimizing Compositions of Expected-Value Functions,"Mengdi Wang, Ethan X. Fang, Han Liu",http://arxiv.org/pdf/1411.3803v1,No journal ref found,none,stat.ML,Summary13125,1411.3972v4,2014-11-14T16:54:33Z,Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components,"Philipp Geiger, Kun Zhang, Mingming Gong, Dominik Janzing, Bernhard Schölkopf",http://arxiv.org/pdf/1411.3972v4,"Extended version of a paper in the Proceedings of the 32nd International Conference on Machine Learning, Lille, France, 2015",none,stat.ML,Summary13126,1411.4378v1,2014-11-17T06:35:55Z,Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space,"Robert A. Vandermeulen, Clayton D. Scott",http://arxiv.org/pdf/1411.4378v1,No journal ref found,none,stat.ML,Summary13127,1411.4834v1,2014-11-18T13:23:11Z,The NLMS algorithm with time-variant optimum stepsize derived from a Bayesian network perspective,"Christian Huemmer, Roland Maas, Walter Kellermann",http://arxiv.org/pdf/1411.4834v1,No journal ref found,none,stat.ML,Summary13128,1411.5271v2,2014-11-19T16:02:21Z,Quantifying error in estimates of human brain fiber directions using Earth Movers Distance,"Charles Zheng, Franco Pestilli, Ariel Rokem",http://arxiv.org/pdf/1411.5271v2,No journal ref found,none,stat.ML,Summary13129,1411.5799v2,2014-11-21T08:55:35Z,Group Factor Analysis,"Arto Klami, Seppo Virtanen, Eemeli Leppäaho, Samuel Kaski",http://arxiv.org/pdf/1411.5799v2,No journal ref found,none,stat.ML,Summary13130,1411.6203v1,2014-11-23T07:40:09Z,Efficient Minimax Signal Detection on Graphs,"Jing Qian, Venkatesh Saligrama",http://arxiv.org/pdf/1411.6203v1,No journal ref found,none,stat.ML,Summary13131,1411.6311v1,2014-11-23T22:42:21Z,Optimal variable selection in multi-group sparse discriminant analysis,"Irina Gaynanova, Mladen Kolar",http://arxiv.org/pdf/1411.6311v1,"Electronic Journal of Statistics, Vol. 9, No. 2, 2007-2034",none,stat.ML,Summary13132,1412.0694v3,2014-12-01T21:26:33Z,Streaming Variational Inference for Bayesian Nonparametric Mixture Models,"Alex Tank, Nicholas J. Foti, Emily B. Fox",http://arxiv.org/pdf/1412.0694v3,No journal ref found,none,stat.ML,Summary13133,1412.1370v1,2014-12-03T15:39:55Z,Nested Variational Compression in Deep Gaussian Processes,"James Hensman, Neil D. Lawrence",http://arxiv.org/pdf/1412.1370v1,No journal ref found,none,stat.ML,Summary13134,1412.2295v2,2014-12-06T22:52:52Z,A Likelihood Ratio Framework for High Dimensional Semiparametric Regression,"Yang Ning, Tianqi Zhao, Han Liu",http://arxiv.org/pdf/1412.2295v2,No journal ref found,none,stat.ML,Summary13135,1412.3432v4,2014-12-10T20:06:24Z,Detecting Overlapping Communities in Networks Using Spectral Methods,"Yuan Zhang, Elizaveta Levina, Ji Zhu",http://arxiv.org/pdf/1412.3432v4,No journal ref found,none,stat.ML,Summary13136,1412.4098v3,2014-12-12T19:51:22Z,Manifold Matching using Shortest-Path Distance and Joint Neighborhood Selection,"Cencheng Shen, Joshua T. Vogelstein, Carey E. Priebe",http://arxiv.org/pdf/1412.4098v3,No journal ref found,none,stat.ML,Summary13137,1412.4679v5,2014-12-15T17:10:55Z,Bayesian multi-tensor factorization,"Suleiman A. Khan, Eemeli Leppäaho, Samuel Kaski",http://arxiv.org/pdf/1412.4679v5,"Machine Learning, 105(2), 233-253, 2016",none,stat.ML,Summary13138,1412.6515v4,2014-12-19T20:28:41Z,On distinguishability criteria for estimating generative models,Ian J. Goodfellow,http://arxiv.org/pdf/1412.6515v4,No journal ref found,none,stat.ML,Summary13139,1412.7260v2,2014-12-23T06:10:34Z,Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained $\ell_1$-Minimization,"Ehsan Elhamifar, Mahdi Soltanolkotabi, Shankar Sastry",http://arxiv.org/pdf/1412.7260v2,No journal ref found,none,stat.ML,Summary13140,1412.7477v7,2014-12-23T19:12:24Z,Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory,"Tuo Zhao, Han Liu, Tong Zhang",http://arxiv.org/pdf/1412.7477v7,No journal ref found,none,stat.ML,Summary13141,1412.7638v1,2014-12-24T10:32:02Z,Inference for Sparse Conditional Precision Matrices,"Jialei Wang, Mladen Kolar",http://arxiv.org/pdf/1412.7638v1,No journal ref found,none,stat.ML,Summary13142,1412.7983v2,2014-12-26T20:01:21Z,Exploring Sparsity in Multi-class Linear Discriminant Analysis,Dong Xia,http://arxiv.org/pdf/1412.7983v2,No journal ref found,none,stat.ML,Summary13143,1412.8697v2,2014-12-30T17:39:48Z,On Semiparametric Exponential Family Graphical Models,"Zhuoran Yang, Yang Ning, Han Liu",http://arxiv.org/pdf/1412.8697v2,No journal ref found,none,stat.ML,Summary13144,1412.8724v2,2014-12-30T18:44:04Z,A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression,"Tianqi Zhao, Mladen Kolar, Han Liu",http://arxiv.org/pdf/1412.8724v2,No journal ref found,none,stat.ML,Summary13145,1412.8729v2,2014-12-30T18:53:22Z,High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality,"Zhaoran Wang, Quanquan Gu, Yang Ning, Han Liu",http://arxiv.org/pdf/1412.8729v2,No journal ref found,none,stat.ML,Summary13146,1412.8765v2,2014-12-30T20:54:27Z,A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models,"Yang Ning, Han Liu",http://arxiv.org/pdf/1412.8765v2,No journal ref found,none,stat.ML,Summary13147,1502.00727v3,2015-02-03T03:50:16Z,Macrostate mixture models for probabilistic multiscale nonparametric kernelized spectral clustering,Daniel Korenblum,http://arxiv.org/pdf/1502.00727v3,No journal ref found,none,stat.ML,Summary13148,1502.00916v1,2015-02-03T16:35:43Z,Learning Planar Ising Models,"Jason K. Johnson, Diane Oyen, Michael Chertkov, Praneeth Netrapalli",http://arxiv.org/pdf/1502.00916v1,No journal ref found,none,stat.ML,Summary13149,1502.01368v2,2015-02-04T21:50:55Z,Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption,"Cencheng Shen, Li Chen, Carey E. Priebe",http://arxiv.org/pdf/1502.01368v2,No journal ref found,none,stat.ML,Summary13150,1502.01425v3,2015-02-05T03:37:40Z,Provable Sparse Tensor Decomposition,"Will Wei Sun, Junwei Lu, Han Liu, Guang Cheng",http://arxiv.org/pdf/1502.01425v3,No journal ref found,none,stat.ML,Summary13151,1502.01943v1,2015-02-06T16:40:06Z,Active Function Cross-Entropy Clustering,"P. Spurek, J. Tabor, P. Markowicz",http://arxiv.org/pdf/1502.01943v1,No journal ref found,none,stat.ML,Summary13152,1502.02089v1,2015-02-07T01:45:55Z,Discriminative training for Convolved Multiple-Output Gaussian processes,"Sebastián Gómez-González, Mauricio A. Álvarez, Hernán Felipe García",http://arxiv.org/pdf/1502.02089v1,No journal ref found,none,stat.ML,Summary13153,1502.02309v1,2015-02-08T22:09:17Z,"Measuring the functional connectome ""on-the-fly"": towards a new control signal for fMRI-based brain-computer interfaces","Ricardo Pio Monti, Romy Lorenz, Christoforos Anagnostopoulos, Robert Leech, Giovanni Montana",http://arxiv.org/pdf/1502.02309v1,No journal ref found,none,stat.ML,Summary13154,1502.02344v2,2015-02-09T03:35:38Z,Regularization Path of Cross-Validation Error Lower Bounds,"Atsushi Shibagaki, Yoshiki Suzuki, Masayuki Karasuyama, Ichiro Takeuchi",http://arxiv.org/pdf/1502.02344v2,No journal ref found,none,stat.ML,Summary13155,1502.02347v2,2015-02-09T04:06:43Z,Local and Global Inference for High Dimensional Nonparanormal Graphical Models,"Quanquan Gu, Yuan Cao, Yang Ning, Han Liu",http://arxiv.org/pdf/1502.02347v2,No journal ref found,none,stat.ML,Summary13156,1502.02843v3,2015-02-10T10:31:41Z,Distributed Gaussian Processes,"Marc Peter Deisenroth, Jun Wei Ng",http://arxiv.org/pdf/1502.02843v3,"JMLR W&CP, vol 37, 2015",none,stat.ML,Summary13157,1502.03365v1,2015-02-11T16:33:19Z,Reconstruction in the Labeled Stochastic Block Model,"Marc Lelarge, Laurent Massoulié, Jiaming Xu",http://arxiv.org/pdf/1502.03365v1,No journal ref found,none,stat.ML,Summary13158,1502.03466v1,2015-02-11T21:56:13Z,Dependent Matérn Processes for Multivariate Time Series,"Alexander Vandenberg-Rodes, Babak Shahbaba",http://arxiv.org/pdf/1502.03466v1,No journal ref found,none,stat.ML,Summary13159,1502.03696v7,2015-02-12T15:18:43Z,Monte Carlo Planning method estimates planning horizons during interactive social exchange,"Andreas Hula, P. Read Montague, Peter Dayan",http://arxiv.org/pdf/1502.03696v7,No journal ref found,none,stat.ML,Summary13160,1502.04315v1,2015-02-15T14:46:13Z,Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing,"Felipe Llinares López, Mahito Sugiyama, Laetitia Papaxanthos, Karsten M. Borgwardt",http://arxiv.org/pdf/1502.04315v1,No journal ref found,none,stat.ML,Summary13161,1502.04416v5,2015-02-16T03:31:02Z,Random Subspace Learning Approach to High-Dimensional Outliers Detection,"Bohan Liu, Ernest Fokoue",http://arxiv.org/pdf/1502.04416v5,No journal ref found,none,stat.ML,Summary13162,1502.04631v2,2015-02-16T17:08:48Z,Clustering and Inference From Pairwise Comparisons,"Rui Wu, Jiaming Xu, R. Srikant, Laurent Massoulié, Marc Lelarge, Bruce Hajek",http://arxiv.org/pdf/1502.04631v2,No journal ref found,none,stat.ML,Summary13163,1502.05312v2,2015-02-18T17:39:30Z,Predictive Entropy Search for Bayesian Optimization with Unknown Constraints,"José Miguel Hernández-Lobato, Michael A. Gelbart, Matthew W. Hoffman, Ryan P. Adams, Zoubin Ghahramani",http://arxiv.org/pdf/1502.05312v2,No journal ref found,none,stat.ML,Summary13164,1502.05313v2,2015-02-18T17:45:44Z,Variational Optimization of Annealing Schedules,Taichi Kiwaki,http://arxiv.org/pdf/1502.05313v2,No journal ref found,none,stat.ML,Summary13165,1502.05336v2,2015-02-18T18:45:17Z,Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks,"José Miguel Hernández-Lobato, Ryan P. Adams",http://arxiv.org/pdf/1502.05336v2,No journal ref found,none,stat.ML,Summary13166,1502.05700v2,2015-02-19T20:51:27Z,Scalable Bayesian Optimization Using Deep Neural Networks,"Jasper Snoek, Oren Rippel, Kevin Swersky, Ryan Kiros, Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Prabhat, Ryan P. Adams",http://arxiv.org/pdf/1502.05700v2,No journal ref found,none,stat.ML,Summary13167,1502.06689v1,2015-02-24T05:38:31Z,1-Bit Matrix Completion under Exact Low-Rank Constraint,"Sonia Bhaskar, Adel Javanmard",http://arxiv.org/pdf/1502.06689v1,No journal ref found,none,stat.ML,Summary13168,1502.07017v1,2015-02-25T00:45:41Z,On Convolutional Approximations to Linear Dimensionality Reduction Operators for Large Scale Data Processing,"Swayambhoo Jain, Jarvis Haupt",http://arxiv.org/pdf/1502.07017v1,No journal ref found,none,stat.ML,Summary13169,1502.07104v1,2015-02-25T10:08:34Z,A Note on the Kullback-Leibler Divergence for the von Mises-Fisher distribution,Tom Diethe,http://arxiv.org/pdf/1502.07104v1,No journal ref found,none,stat.ML,Summary13170,1502.07334v5,2015-02-25T20:40:30Z,Sparse Multivariate Factor Regression,"Milad Kharratzadeh, Mark Coates",http://arxiv.org/pdf/1502.07334v5,No journal ref found,none,stat.ML,Summary13171,1503.00214v2,2015-03-01T04:24:42Z,Matrix Completion with Noisy Entries and Outliers,"Raymond K. W. Wong, Thomas C. M. Lee",http://arxiv.org/pdf/1503.00214v2,No journal ref found,none,stat.ML,Summary13172,1503.01442v2,2015-03-04T20:12:11Z,Statistical Limits of Convex Relaxations,"Zhaoran Wang, Quanquan Gu, Han Liu",http://arxiv.org/pdf/1503.01442v2,No journal ref found,none,stat.ML,Summary13173,1503.01494v1,2015-03-04T22:53:41Z,Local Expectation Gradients for Doubly Stochastic Variational Inference,Michalis K. Titsias,http://arxiv.org/pdf/1503.01494v1,No journal ref found,none,stat.ML,Summary13174,1503.02182v1,2015-03-07T14:53:39Z,Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data,"Yarin Gal, Yutian Chen, Zoubin Ghahramani",http://arxiv.org/pdf/1503.02182v1,No journal ref found,none,stat.ML,Summary13175,1503.02424v2,2015-03-09T11:04:58Z,Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs,"Yarin Gal, Richard Turner",http://arxiv.org/pdf/1503.02424v2,No journal ref found,none,stat.ML,Summary13176,1503.02698v2,2015-03-09T21:10:48Z,Graphical Exponential Screening,Zhe Liu,http://arxiv.org/pdf/1503.02698v2,No journal ref found,none,stat.ML,Summary13177,1503.02768v2,2015-03-10T04:38:46Z,Novel Bernstein-like Concentration Inequalities for the Missing Mass,"Bahman Yari Saeed Khanloo, Gholamreza Haffari",http://arxiv.org/pdf/1503.02768v2,No journal ref found,none,stat.ML,Summary13178,1503.03082v2,2015-03-10T20:09:13Z,Learning the Structure for Structured Sparsity,"Nino Shervashidze, Francis Bach",http://arxiv.org/pdf/1503.03082v2,"IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2015, 63 (18), pp.4894 - 4902. \<10.1109/TSP.2015.2446432\>",none,stat.ML,Summary13179,1503.05684v1,2015-03-19T09:53:34Z,Non-parametric Bayesian Models of Response Function in Dynamic Image Sequences,"Ondřej Tichý, Václav Šmídl",http://arxiv.org/pdf/1503.05684v1,No journal ref found,none,stat.ML,Summary13180,1503.06134v2,2015-03-20T16:08:56Z,A Bennett Inequality for the Missing Mass,Bahman Yari Saeed Khanloo,http://arxiv.org/pdf/1503.06134v2,No journal ref found,none,stat.ML,Summary13181,1503.06432v1,2015-03-22T14:15:04Z,Indian Buffet process for model selection in convolved multiple-output Gaussian processes,"Cristian Guarnizo, Mauricio A. Álvarez",http://arxiv.org/pdf/1503.06432v1,No journal ref found,none,stat.ML,Summary13182,1503.08356v3,2015-03-28T21:56:35Z,Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit,"Jie Shen, Ping Li, Huan Xu",http://arxiv.org/pdf/1503.08356v3,No journal ref found,none,stat.ML,Summary13183,1503.08727v1,2015-03-30T16:10:23Z,A Parzen-based distance between probability measures as an alternative of summary statistics in Approximate Bayesian Computation,"Carlos D. Zuluaga, Edgar A. Valencia, Mauricio A. Álvarez",http://arxiv.org/pdf/1503.08727v1,No journal ref found,none,stat.ML,Summary13184,1504.00624v5,2015-04-02T17:24:59Z,Structure Learning of Partitioned Markov Networks,"Song Liu, Taiji Suzuki, Masashi Sugiyama, Kenji Fukumizu",http://arxiv.org/pdf/1504.00624v5,No journal ref found,none,stat.ML,Summary13185,1504.00722v2,2015-04-03T01:16:12Z,Point Localization and Density Estimation from Ordinal kNN graphs using Synchronization,"Mihai Cucuringu, Joseph Woodworth",http://arxiv.org/pdf/1504.00722v2,No journal ref found,none,stat.ML,Summary13186,1504.01132v3,2015-04-05T16:01:44Z,Recursive Partitioning for Heterogeneous Causal Effects,"Susan Athey, Guido Imbens",http://arxiv.org/pdf/1504.01132v3,No journal ref found,none,stat.ML,Summary13187,1504.01362v7,2015-04-06T19:18:49Z,A New Approach to Building the Interindustry Input--Output Table,Ryohei Hisano,http://arxiv.org/pdf/1504.01362v7,No journal ref found,none,stat.ML,Summary13188,1504.02723v3,2015-04-10T16:01:15Z,Bayesian Inference of Graphical Model Structures Using Trees,"Loïc Schwaller, Stéphane Robin, Michael Stumpf",http://arxiv.org/pdf/1504.02723v3,No journal ref found,none,stat.ML,Summary13189,1504.02800v1,2015-04-10T21:54:48Z,High-Dimensional Classification for Brain Decoding,"Nicole Croteau, Farouk S. Nathoo, Jiguo Cao, Ryan Budney",http://arxiv.org/pdf/1504.02800v1,No journal ref found,none,stat.ML,Summary13190,1504.05006v2,2015-04-20T10:47:27Z,Partition MCMC for inference on acyclic digraphs,"Jack Kuipers, Giusi Moffa",http://arxiv.org/pdf/1504.05006v2,No journal ref found,none,stat.ML,Summary13191,1504.05392v1,2015-04-21T11:48:14Z,Nonparametric Testing for Heterogeneous Correlation,"Stephen Bamattre, Rex Hu, Joseph S. Verducci",http://arxiv.org/pdf/1504.05392v1,No journal ref found,none,stat.ML,Summary13192,1504.05434v1,2015-04-21T13:51:47Z,A local approach to estimation in discrete loglinear models,"Helene Massam, Nanwei Wang",http://arxiv.org/pdf/1504.05434v1,No journal ref found,none,stat.ML,Summary13193,1504.06026v1,2015-04-23T02:28:16Z,Graphical Fermats Principle and Triangle-Free Graph Estimation,"Junwei Lu, Han Liu",http://arxiv.org/pdf/1504.06026v1,No journal ref found,none,stat.ML,Summary13194,1504.06701v1,2015-04-25T08:35:30Z,A Prior Distribution over Directed Acyclic Graphs for Sparse Bayesian Networks,"Felix L. Rios, John M. Noble, Timo J. T. Koski",http://arxiv.org/pdf/1504.06701v1,No journal ref found,none,stat.ML,Summary13195,1504.07027v2,2015-04-27T11:01:50Z,On Sparse variational methods and the Kullback-Leibler divergence between stochastic processes,"Alexander G. de G. Matthews, James Hensman, Richard E. Turner, Zoubin Ghahramani",http://arxiv.org/pdf/1504.07027v2,No journal ref found,none,stat.ML,Summary13196,1504.07468v3,2015-04-28T13:40:18Z,Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood,"Xin Yuan, Ricardo Henao, Ephraim L. Tsalik, Raymond J. Langley, Lawrence Carin",http://arxiv.org/pdf/1504.07468v3,No journal ref found,none,stat.ML,Summary13197,1506.00308v1,2015-05-31T23:53:23Z,Automatic Inference for Inverting Software Simulators via Probabilistic Programming,"Ardavan Saeedi, Vlad Firoiu, Vikash Mansinghka",http://arxiv.org/pdf/1506.00308v1,No journal ref found,none,stat.ML,Summary13198,1506.00553v1,2015-06-01T16:06:19Z,Bootstrap Bias Corrections for Ensemble Methods,"Giles Hooker, Lucas Mentch",http://arxiv.org/pdf/1506.00553v1,No journal ref found,none,stat.ML,Summary13199,1506.01418v2,2015-06-03T22:13:35Z,Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models,"Umut Şimşekli, Hazal Koptagel, Hakan Güldaş, A. Taylan Cemgil, Figen Öztoprak, Ş. İlker Birbil",http://arxiv.org/pdf/1506.01418v2,No journal ref found,none,stat.ML,Summary13200,1506.02157v5,2015-06-06T14:42:06Z,Dropout as a Bayesian Approximation: Appendix,"Yarin Gal, Zoubin Ghahramani",http://arxiv.org/pdf/1506.02157v5,No journal ref found,none,stat.ML,Summary13201,1506.02236v2,2015-06-07T08:41:58Z,Generalized Spectral Kernels,"Yves-Laurent Kom Samo, Stephen Roberts",http://arxiv.org/pdf/1506.02236v2,No journal ref found,none,stat.ML,Summary13202,1506.02239v1,2015-06-07T09:04:57Z,String Gaussian Process Kernels,"Yves-Laurent Kom Samo, Stephen Roberts",http://arxiv.org/pdf/1506.02239v1,No journal ref found,none,stat.ML,Summary13203,1506.02371v4,2015-06-08T07:11:23Z,Interpretable Selection and Visualization of Features and Interactions Using Bayesian Forests,"Viktoriya Krakovna, Jiong Du, Jun S. Liu",http://arxiv.org/pdf/1506.02371v4,No journal ref found,none,stat.ML,Summary13204,1506.02520v1,2015-06-08T14:33:04Z,Convex recovery of tensors using nuclear norm penalization,"Stephane Chretien, Tianwen Wei",http://arxiv.org/pdf/1506.02520v1,No journal ref found,none,stat.ML,Summary13205,1506.02564v2,2015-06-08T15:55:30Z,Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families,"Heiko Strathmann, Dino Sejdinovic, Samuel Livingstone, Zoltan Szabo, Arthur Gretton",http://arxiv.org/pdf/1506.02564v2,"Advances in Neural Information Processing Systems 28, 2015",none,stat.ML,Summary13206,1506.02681v3,2015-06-08T20:17:30Z,Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees,"François-Xavier Briol, Chris J. Oates, Mark Girolami, Michael A. Osborne",http://arxiv.org/pdf/1506.02681v3,No journal ref found,none,stat.ML,Summary13207,1506.02699v2,2015-06-08T20:53:33Z,Community detection in multi-relational data with restricted multi-layer stochastic blockmodel,"Subhadeep Paul, Yuguo Chen",http://arxiv.org/pdf/1506.02699v2,No journal ref found,none,stat.ML,Summary13208,1506.03164v2,2015-06-10T05:05:45Z,Parallelizing MCMC with Random Partition Trees,"Xiangyu Wang, Fangjian Guo, Katherine A. Heller, David B. Dunson",http://arxiv.org/pdf/1506.03164v2,No journal ref found,none,stat.ML,Summary13209,1506.03208v1,2015-06-10T08:33:05Z,A Scale Mixture Perspective of Multiplicative Noise in Neural Networks,"Eric Nalisnick, Anima Anandkumar, Padhraic Smyth",http://arxiv.org/pdf/1506.03208v1,No journal ref found,none,stat.ML,Summary13210,1506.03431v2,2015-06-10T19:19:59Z,Automatic Variational Inference in Stan,"Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman, David M. Blei",http://arxiv.org/pdf/1506.03431v2,No journal ref found,none,stat.ML,Summary13211,1506.03768v1,2015-06-11T18:27:19Z,Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process,"Ye Wang, David B. Dunson",http://arxiv.org/pdf/1506.03768v1,No journal ref found,none,stat.ML,Summary13212,1506.03850v2,2015-06-11T21:47:52Z,Generalized Additive Model Selection,"Alexandra Chouldechova, Trevor Hastie",http://arxiv.org/pdf/1506.03850v2,No journal ref found,none,stat.ML,Summary13213,1506.03958v1,2015-06-12T09:48:04Z,Robust Structured Low-Rank Approximation on the Grassmannian,"Clemens Hage, Martin Kleinsteuber",http://arxiv.org/pdf/1506.03958v1,No journal ref found,none,stat.ML,Summary13214,1506.04000v1,2015-06-12T12:24:35Z,MCMC for Variationally Sparse Gaussian Processes,"James Hensman, Alexander G. de G. Matthews, Maurizio Filippone, Zoubin Ghahramani",http://arxiv.org/pdf/1506.04000v1,No journal ref found,none,stat.ML,Summary13215,1506.04088v2,2015-06-12T18:03:01Z,Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes,"Ryan Giordano, Tamara Broderick, Michael Jordan",http://arxiv.org/pdf/1506.04088v2,No journal ref found,none,stat.ML,Summary13216,1506.04138v1,2015-06-12T19:59:17Z,Exact ICL maximization in a non-stationary time extension of the latent block model for dynamic networks,"Marco Corneli, Pierre Latouche, Fabrice Rossi",http://arxiv.org/pdf/1506.04138v1,No journal ref found,none,stat.ML,Summary13217,1506.04158v2,2015-06-12T20:08:54Z,A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks,"Emilie Kaufmann, Thomas Bonald, Marc Lelarge",http://arxiv.org/pdf/1506.04158v2,No journal ref found,none,stat.ML,Summary13218,1506.04389v2,2015-06-14T13:19:38Z,Online Matrix Factorization via Broyden Updates,Ömer Deniz Akyıldız,http://arxiv.org/pdf/1506.04389v2,No journal ref found,none,stat.ML,Summary13219,1506.04725v1,2015-06-15T19:42:45Z,Fast Two-Sample Testing with Analytic Representations of Probability Measures,"Kacper Chwialkowski, Aaditya Ramdas, Dino Sejdinovic, Arthur Gretton",http://arxiv.org/pdf/1506.04725v1,No journal ref found,none,stat.ML,Summary13220,1506.05666v1,2015-06-18T13:18:15Z,Simultaneous Estimation of Non-Gaussian Components and their Correlation Structure,"Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno, Aapo Hyvärinen",http://arxiv.org/pdf/1506.05666v1,No journal ref found,none,stat.ML,Summary13221,1506.05843v1,2015-06-18T22:45:16Z,Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation,"Scott W. Linderman, Matthew J. Johnson, Ryan P. Adams",http://arxiv.org/pdf/1506.05843v1,No journal ref found,none,stat.ML,Summary13222,1506.05967v3,2015-06-19T12:03:52Z,Doubly Decomposing Nonparametric Tensor Regression,"Masaaki Imaizumi, Kohei Hayashi",http://arxiv.org/pdf/1506.05967v3,No journal ref found,none,stat.ML,Summary13223,1506.07930v1,2015-06-26T00:48:17Z,Clustering categorical data via ensembling dissimilarity matrices,"Saeid Amiri, Bertrand Clarke, Jennifer Clarke",http://arxiv.org/pdf/1506.07930v1,No journal ref found,none,stat.ML,Summary13224,1506.07944v2,2015-06-26T02:37:26Z,Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric,"Vivien Seguy, Marco Cuturi",http://arxiv.org/pdf/1506.07944v2,No journal ref found,none,stat.ML,Summary13225,1506.07959v1,2015-06-26T05:24:30Z,Factorized Asymptotic Bayesian Inference for Factorial Hidden Markov Models,"Shaohua Li, Ryohei Fujimaki, Chunyan Miao",http://arxiv.org/pdf/1506.07959v1,No journal ref found,none,stat.ML,Summary13226,1506.07997v1,2015-06-26T08:52:37Z,An Efficient Post-Selection Inference on High-Order Interaction Models,"S. Suzumura, K. Nakagawa, K. Tsuda, I. Takeuchi",http://arxiv.org/pdf/1506.07997v1,No journal ref found,none,stat.ML,Summary13227,1506.08002v1,2015-06-26T09:08:26Z,Safe Feature Pruning for Sparse High-Order Interaction Models,"Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Koji Tsuda, Ichiro Takeuchi",http://arxiv.org/pdf/1506.08002v1,No journal ref found,none,stat.ML,Summary13228,1506.08776v1,2015-06-29T18:48:47Z,Bayesian Nonparametric Kernel-Learning,"Junier Oliva, Avinava Dubey, Barnabas Poczos, Jeff Schneider, Eric P. Xing",http://arxiv.org/pdf/1506.08776v1,No journal ref found,none,stat.ML,Summary13229,1506.09068v2,2015-06-30T13:02:15Z,On the Equivalence of Factorized Information Criterion Regularization and the Chinese Restaurant Process Prior,Shaohua Li,http://arxiv.org/pdf/1506.09068v2,No journal ref found,none,stat.ML,Summary13230,1507.00052v2,2015-06-30T22:28:06Z,Gaussian Process for Noisy Inputs with Ordering Constraints,"Cuong Tran, Vladimir Pavlovic, Robert Kopp",http://arxiv.org/pdf/1507.00052v2,No journal ref found,none,stat.ML,Summary13231,1507.00507v1,2015-07-02T10:20:52Z,Identification of stable models via nonparametric prediction error methods,"Diego Romeres, Gianluigi Pillonetto, Alessandro Chiuso",http://arxiv.org/pdf/1507.00507v1,No journal ref found,none,stat.ML,Summary13232,1507.00543v1,2015-07-02T12:28:41Z,Classical vs. Bayesian methods for linear system identification: point estimators and confidence sets,"D. Romeres, G. Prando, G. Pillonetto, A. Chiuso",http://arxiv.org/pdf/1507.00543v1,No journal ref found,none,stat.ML,Summary13233,1507.00566v1,2015-07-02T13:11:04Z,Anomaly Detection and Removal Using Non-Stationary Gaussian Processes,"Steven Reece, Roman Garnett, Michael Osborne, Stephen Roberts",http://arxiv.org/pdf/1507.00566v1,No journal ref found,none,stat.ML,Summary13234,1507.01059v2,2015-07-04T02:03:02Z,Remarks on kernel Bayes rule,"Hisashi Johno, Kazunori Nakamoto, Tatsuhiko Saigo",http://arxiv.org/pdf/1507.01059v2,No journal ref found,none,stat.ML,Summary13235,1507.01661v1,2015-07-07T03:00:17Z,Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches,"Xiao Fu, Wing-Kin Ma, José Bioucas-Dias, Tsung-Han Chan",http://arxiv.org/pdf/1507.01661v1,No journal ref found,none,stat.ML,Summary13236,1507.02925v3,2015-07-10T14:49:52Z,Completely random measures for modelling block-structured networks,"Tue Herlau, Mikkel N. Schmidt, Morten Mørup",http://arxiv.org/pdf/1507.02925v3,No journal ref found,none,stat.ML,Summary13237,1507.03092v2,2015-07-11T10:31:50Z,On the use of Harrells C for clinical risk prediction via random survival forests,"Matthias Schmid, Marvin Wright, Andreas Ziegler",http://arxiv.org/pdf/1507.03092v2,No journal ref found,none,stat.ML,Summary13238,1507.03176v1,2015-07-12T01:41:12Z,Dependent Indian Buffet Process-based Sparse Nonparametric Nonnegative Matrix Factorization,"Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo",http://arxiv.org/pdf/1507.03176v1,No journal ref found,none,stat.ML,Summary13239,1507.03228v1,2015-07-12T12:59:28Z,Scalable Bayesian Inference for Excitatory Point Process Networks,"Scott W. Linderman, Ryan P. Adams",http://arxiv.org/pdf/1507.03228v1,No journal ref found,none,stat.ML,Summary13240,1507.03285v1,2015-07-12T22:51:07Z,Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data,"Michael J. Kane, Bryan Lewis, Sekhar Tatikonda, Simon Urbanek",http://arxiv.org/pdf/1507.03285v1,No journal ref found,none,stat.ML,Summary13241,1507.04436v1,2015-07-16T02:47:58Z,Joint Tensor Factorization and Outlying Slab Suppression with Applications,"Xiao Fu, Kejun Huang, Wing-Kin Ma, Nicholas D. Sidiropoulos, Rasmus Bro",http://arxiv.org/pdf/1507.04436v1,No journal ref found,none,stat.ML,Summary13242,1507.04505v1,2015-07-16T09:37:32Z,On the Convergence of Stochastic Variational Inference in Bayesian Networks,Ulrich Paquet,http://arxiv.org/pdf/1507.04505v1,No journal ref found,none,stat.ML,Summary13243,1507.04513v1,2015-07-16T10:11:44Z,Scalable Gaussian Process Classification via Expectation Propagation,"Daniel Hernández-Lobato, José Miguel Hernández-Lobato",http://arxiv.org/pdf/1507.04513v1,No journal ref found,none,stat.ML,Summary13244,1507.05016v2,2015-07-17T16:14:54Z,Incremental Variational Inference for Latent Dirichlet Allocation,"Cedric Archambeau, Beyza Ermis",http://arxiv.org/pdf/1507.05016v2,No journal ref found,none,stat.ML,Summary13245,1507.05117v1,2015-07-17T21:03:53Z,Fast Approximate Bayesian Computation for Estimating Parameters in Differential Equations,"Sanmitra Ghosh, Srinandan Dasmahapatra, Koushik Maharatna",http://arxiv.org/pdf/1507.05117v1,No journal ref found,none,stat.ML,Summary13246,1507.05131v4,2015-07-17T23:05:40Z,Optimal Estimation of Low Rank Density Matrices,"Vladimir Koltchinskii, Dong Xia",http://arxiv.org/pdf/1507.05131v4,No journal ref found,none,stat.ML,Summary13247,1507.05253v2,2015-07-19T07:19:22Z,The Population Posterior and Bayesian Inference on Streams,"James McInerney, Rajesh Ranganath, David M. Blei",http://arxiv.org/pdf/1507.05253v2,No journal ref found,none,stat.ML,Summary13248,1507.05333v3,2015-07-19T20:36:10Z,Causal Transfer in Machine Learning,"Mateo Rojas-Carulla, Bernhard Schölkopf, Richard Turner, Jonas Peters",http://arxiv.org/pdf/1507.05333v3,No journal ref found,none,stat.ML,Summary13249,1507.05781v1,2015-07-21T10:51:49Z,Gradient Importance Sampling,Ingmar Schuster,http://arxiv.org/pdf/1507.05781v1,No journal ref found,none,stat.ML,Summary13250,1507.05870v2,2015-07-21T15:25:49Z,A statistical perspective of sampling scores for linear regression,"Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovačević",http://arxiv.org/pdf/1507.05870v2,No journal ref found,none,stat.ML,Summary13251,1507.05899v2,2015-07-21T16:27:08Z,Sparsity in Multivariate Extremes with Applications to Anomaly Detection,"Nicolas Goix, Anne Sabourin, Stéphan Clémençon",http://arxiv.org/pdf/1507.05899v2,No journal ref found,none,stat.ML,Summary13252,1507.06350v5,2015-07-22T22:29:30Z,Admissibility of a posterior predictive decision rule,Giri Gopalan,http://arxiv.org/pdf/1507.06350v5,No journal ref found,none,stat.ML,Summary13253,1507.06615v1,2015-07-23T19:03:48Z,Optimal Learning Rates for Localized SVMs,"Mona Eberts, Ingo Steinwart",http://arxiv.org/pdf/1507.06615v1,No journal ref found,none,stat.ML,Summary13254,1507.06683v1,2015-07-23T21:07:11Z,Clustering of Modal Valued Symbolic Data,"Vladimir Batagelj, Nataša Kejžar, Simona Korenjak-Černe",http://arxiv.org/pdf/1507.06683v1,No journal ref found,none,stat.ML,Summary13255,1507.06977v4,2015-07-24T19:53:47Z,String and Membrane Gaussian Processes,"Yves-Laurent Kom Samo, Stephen Roberts",http://arxiv.org/pdf/1507.06977v4,No journal ref found,none,stat.ML,Summary13256,1507.08272v1,2015-07-29T19:54:54Z,Context-aware learning for finite mixture models,"Serafeim Perdikis, Robert Leeb, Ricardo Chavarriaga, José del R. Millán",http://arxiv.org/pdf/1507.08272v1,No journal ref found,none,stat.ML,Summary13257,1508.00085v1,2015-08-01T06:43:02Z,Regularized Multi-Task Learning for Multi-Dimensional Log-Density Gradient Estimation,"Ikko Yamane, Hiroaki Sasaki, Masashi Sugiyama",http://arxiv.org/pdf/1508.00085v1,No journal ref found,none,stat.ML,Summary13258,1508.01019v1,2015-08-05T09:44:32Z,Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction,"Voot Tangkaratt, Hiroaki Sasaki, Masashi Sugiyama",http://arxiv.org/pdf/1508.01019v1,No journal ref found,none,stat.ML,Summary13259,1508.01240v1,2015-08-05T22:17:56Z,Non-isometric Curve to Surface Matching with Incomplete Data for Functional Calibration,"Arash Pourhabib, Balabhaskar Balasundaram",http://arxiv.org/pdf/1508.01240v1,No journal ref found,none,stat.ML,Summary13260,1508.01248v1,2015-08-05T23:44:56Z,Sparse Pseudo-input Local Kriging for Large Non-stationary Spatial Datasets with Exogenous Variables,"Babak Farmanesh, Arash Pourhabib",http://arxiv.org/pdf/1508.01248v1,No journal ref found,none,stat.ML,Summary13261,1508.01717v3,2015-08-07T15:06:04Z,Structure Learning with Bow-free Acyclic Path Diagrams,"Christopher Nowzohour, Marloes H. Maathuis, Robin J. Evans, Peter Bühlmann",http://arxiv.org/pdf/1508.01717v3,No journal ref found,none,stat.ML,Summary13262,1508.02810v2,2015-08-12T04:52:58Z,Convergence rates of sub-sampled Newton methods,"Murat A. Erdogdu, Andrea Montanari",http://arxiv.org/pdf/1508.02810v2,No journal ref found,none,stat.ML,Summary13263,1508.02905v1,2015-08-12T13:09:19Z,Bayesian Dropout,"Tue Herlau, Morten Mørup, Mikkel N. Schmidt",http://arxiv.org/pdf/1508.02905v1,No journal ref found,none,stat.ML,Summary13264,1508.03106v2,2015-08-13T02:47:53Z,Neyman-Pearson Classification under High-Dimensional Settings,"Anqi Zhao, Yang Feng, Lie Wang, Xin Tong",http://arxiv.org/pdf/1508.03106v2,No journal ref found,none,stat.ML,Summary13265,1508.03666v1,2015-08-14T21:10:46Z,Unbounded Bayesian Optimization via Regularization,"Bobak Shahriari, Alexandre Bouchard-Côté, Nando de Freitas",http://arxiv.org/pdf/1508.03666v1,No journal ref found,none,stat.ML,Summary13266,1508.04319v1,2015-08-18T13:48:02Z,Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo,"Markus Heinonen, Henrik Mannerström, Juho Rousu, Samuel Kaski, Harri Lähdesmäki",http://arxiv.org/pdf/1508.04319v1,No journal ref found,none,stat.ML,Summary13267,1508.04556v1,2015-08-19T08:09:06Z,Spatio-temporal Spike and Slab Priors for Multiple Measurement Vector Problems,"Michael Riis Andersen, Ole Winther, Lars Kai Hansen",http://arxiv.org/pdf/1508.04556v1,No journal ref found,none,stat.ML,Summary13268,1508.05913v1,2015-08-24T18:59:03Z,Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS,"Boxiang Wang, Hui Zou",http://arxiv.org/pdf/1508.05913v1,No journal ref found,none,stat.ML,Summary13269,1508.07535v1,2015-08-30T06:51:31Z,Calibration of One-Class SVM for MV set estimation,"Albert Thomas, Vincent Feuillard, Alexandre Gramfort",http://arxiv.org/pdf/1508.07535v1,No journal ref found,none,stat.ML,Summary13270,1509.01631v1,2015-09-04T23:13:27Z,Stochastic gradient variational Bayes for gamma approximating distributions,David A. Knowles,http://arxiv.org/pdf/1509.01631v1,No journal ref found,none,stat.ML,Summary13271,1509.02088v1,2015-09-07T15:47:39Z,Matrix Factorisation with Linear Filters,Ömer Deniz Akyıldız,http://arxiv.org/pdf/1509.02088v1,No journal ref found,none,stat.ML,Summary13272,1509.02116v3,2015-09-07T16:46:56Z,Poisson Subsampling Algorithms for Large Sample Linear Regression in Massive Data,Rong Zhu,http://arxiv.org/pdf/1509.02116v3,No journal ref found,none,stat.ML,Summary13273,1509.02357v1,2015-09-08T13:17:28Z,Empirical risk minimization is consistent with the mean absolute percentage error,"Arnaud De Myttenaere, Bénédicte Le Grand, Fabrice Rossi",http://arxiv.org/pdf/1509.02357v1,No journal ref found,none,stat.ML,Summary13274,1509.02438v1,2015-09-08T16:42:39Z,A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression,"Arnold Salas, Stephen J. Roberts, Michael A. Osborne",http://arxiv.org/pdf/1509.02438v1,No journal ref found,none,stat.ML,Summary13275,1509.02866v1,2015-09-09T17:44:37Z,Fast Second-Order Stochastic Backpropagation for Variational Inference,"Kai Fan, Ziteng Wang, Jeff Beck, James Kwok, Katherine Heller",http://arxiv.org/pdf/1509.02866v1,No journal ref found,none,stat.ML,Summary13276,1509.03381v1,2015-09-11T03:16:52Z,Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics,"Jie Ding, Mohammad Noshad, Vahid Tarokh",http://arxiv.org/pdf/1509.03381v1,No journal ref found,none,stat.ML,Summary13277,1509.04541v1,2015-09-15T13:33:52Z,When are Kalman-filter restless bandits indexable?,"Christopher R. Dance, Tomi Silander",http://arxiv.org/pdf/1509.04541v1,No journal ref found,none,stat.ML,Summary13278,1509.04610v2,2015-09-15T15:52:22Z,Macau: Scalable Bayesian Multi-relational Factorization with Side Information using MCMC,"Jaak Simm, Adam Arany, Pooya Zakeri, Tom Haber, Jörg K. Wegner, Vladimir Chupakhin, Hugo Ceulemans, Yves Moreau",http://arxiv.org/pdf/1509.04610v2,No journal ref found,none,stat.ML,Summary13279,1509.04681v2,2015-09-15T19:03:48Z,Large-Scale Optimization Algorithms for Sparse Conditional Gaussian Graphical Models,"Calvin McCarter, Seyoung Kim",http://arxiv.org/pdf/1509.04681v2,No journal ref found,none,stat.ML,Summary13280,1509.04781v1,2015-09-16T01:07:24Z,Dirichlet Fragmentation Processes,"Hong Ge, Yarin Gal, Zoubin Ghahramani",http://arxiv.org/pdf/1509.04781v1,No journal ref found,none,stat.ML,Summary13281,1509.06061v1,2015-09-20T21:39:47Z,A Statistical Theory of Deep Learning via Proximal Splitting,"Nicholas G. Polson, Brandon T. Willard, Massoud Heidari",http://arxiv.org/pdf/1509.06061v1,No journal ref found,none,stat.ML,Summary13282,1509.06831v1,2015-09-23T03:20:28Z,Density Estimation via Discrepancy,"Kun Yang, Hao Su, Wing Hung Wang",http://arxiv.org/pdf/1509.06831v1,No journal ref found,none,stat.ML,Summary13283,1509.07497v2,2015-09-24T19:59:46Z,High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies,"Yi, Wang, Guangliang Chen, Mauro Maggioni",http://arxiv.org/pdf/1509.07497v2,No journal ref found,none,stat.ML,Summary13284,1509.08327v2,2015-09-28T14:14:07Z,Unbiased Bayesian Inference for Population Markov Jump Processes via Random Truncations,"Anastasis Georgoulas, Jane Hillston, Guido Sanguinetti",http://arxiv.org/pdf/1509.08327v2,No journal ref found,none,stat.ML,Summary13285,1509.08582v1,2015-09-29T03:44:36Z,Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory,"Sanggyun Kim, Diego Mesa, Rui Ma, Todd P. Coleman",http://arxiv.org/pdf/1509.08582v1,No journal ref found,none,stat.ML,Summary13286,1509.08588v2,2015-09-29T04:51:24Z,Estimating network edge probabilities by neighborhood smoothing,"Yuan Zhang, Elizaveta Levina, Ji Zhu",http://arxiv.org/pdf/1509.08588v2,No journal ref found,none,stat.ML,Summary13287,1510.00850v2,2015-10-03T17:43:32Z,Spectral Clustering over the Logistic Random Dot Product Graph,"Luke OConnor, Muriel Médard, Soheil Feizi",http://arxiv.org/pdf/1510.00850v2,No journal ref found,none,stat.ML,Summary13288,1510.01003v3,2015-10-05T00:24:18Z,Bayesian Estimation of Multidimensional Latent Variables and Its Asymptotic Accuracy,Keisuke Yamazaki,http://arxiv.org/pdf/1510.01003v3,No journal ref found,none,stat.ML,Summary13289,1510.02041v3,2015-10-07T17:52:30Z,Asymptotically Optimal Sequential Experimentation Under Generalized Ranking,"Wesley Cowan, Michael N. Katehakis",http://arxiv.org/pdf/1510.02041v3,No journal ref found,none,stat.ML,Summary13290,1510.02354v1,2015-10-08T15:06:03Z,The Knowledge Gradient with Logistic Belief Models for Binary Classification,"Yingfei Wang, Chu Wang, Warren Powell",http://arxiv.org/pdf/1510.02354v1,No journal ref found,none,stat.ML,Summary13291,1510.02830v1,2015-10-09T21:44:25Z,p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting,"Yves-Laurent Kom Samo, Stephen J. Roberts",http://arxiv.org/pdf/1510.02830v1,No journal ref found,none,stat.ML,Summary13292,1510.03497v1,2015-10-13T01:01:41Z,Consistent Estimation of Low-Dimensional Latent Structure in High-Dimensional Data,"Xiongzhi Chen, John D. Storey",http://arxiv.org/pdf/1510.03497v1,No journal ref found,none,stat.ML,Summary13293,1510.04378v1,2015-10-15T02:13:56Z,Robust Learning for Optimal Treatment Decision with NP-Dimensionality,"Chengchun Shi, Rui Song, Wenbin Lu",http://arxiv.org/pdf/1510.04378v1,No journal ref found,none,stat.ML,Summary13294,1510.04850v3,2015-10-16T11:54:05Z,Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss,"Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri",http://arxiv.org/pdf/1510.04850v3,No journal ref found,none,stat.ML,Summary13295,1510.05078v3,2015-10-17T06:48:48Z,A General Method for Robust Bayesian Modeling,"Chong Wang, David M. Blei",http://arxiv.org/pdf/1510.05078v3,No journal ref found,none,stat.ML,Summary13296,1510.05257v2,2015-10-18T15:08:27Z,Scalable inference for a full multivariate stochastic volatility model,"P. Dellaportas, A. Plataniotis, M. K. Titsias",http://arxiv.org/pdf/1510.05257v2,No journal ref found,none,stat.ML,Summary13297,1510.05492v2,2015-10-19T14:27:10Z,Modularity Component Analysis versus Principal Component Analysis,"Hansi Jiang, Carl Meyer",http://arxiv.org/pdf/1510.05492v2,No journal ref found,none,stat.ML,Summary13298,1510.05576v1,2015-10-19T16:41:30Z,Optimization for Gaussian Processes via Chaining,"Emile Contal, Cédric Malherbe, Nicolas Vayatis",http://arxiv.org/pdf/1510.05576v1,No journal ref found,none,stat.ML,Summary13299,1510.05684v1,2015-10-19T20:47:59Z,NYTRO: When Subsampling Meets Early Stopping,"Tomas Angles, Raffaello Camoriano, Alessandro Rudi, Lorenzo Rosasco",http://arxiv.org/pdf/1510.05684v1,No journal ref found,none,stat.ML,Summary13300,1510.06138v1,2015-10-21T06:13:49Z,Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions,"Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, Shigeru Toki, Go Okada, Masahiro Takamura, Tetsuya Yamamoto, Shinpei Yoshimura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya",http://arxiv.org/pdf/1510.06138v1,No journal ref found,none,stat.ML,Summary13301,1510.06299v1,2015-10-21T15:30:17Z,GLASSES: Relieving The Myopia Of Bayesian Optimisation,"Javier González, Michael Osborne, Neil D. Lawrence",http://arxiv.org/pdf/1510.06299v1,No journal ref found,none,stat.ML,Summary13302,1510.06463v1,2015-10-22T00:56:39Z,Inventory Control Involving Unknown Demand of Discrete Nonperishable Items - Analysis of a Newsvendor-based Policy,"Michael N. Katehakis, Jian Yang, Tingting Zhou",http://arxiv.org/pdf/1510.06463v1,No journal ref found,none,stat.ML,Summary13303,1510.06779v3,2015-10-22T22:29:17Z,Cascaded High Dimensional Histograms: A Generative Approach to Density Estimation,"Siong Thye Goh, Cynthia Rudin",http://arxiv.org/pdf/1510.06779v3,No journal ref found,none,stat.ML,Summary13304,1510.07786v2,2015-10-27T06:57:55Z,A Framework to Adjust Dependency Measure Estimates for Chance,"Simone Romano, Nguyen Xuan Vinh, James Bailey, Karin Verspoor",http://arxiv.org/pdf/1510.07786v2,No journal ref found,none,stat.ML,Summary13305,1510.07965v2,2015-10-27T16:20:28Z,Blitzkriging: Kronecker-structured Stochastic Gaussian Processes,"Thomas Nickson, Tom Gunter, Chris Lloyd, Michael A Osborne, Stephen Roberts",http://arxiv.org/pdf/1510.07965v2,No journal ref found,none,stat.ML,Summary13306,1510.08110v1,2015-10-27T22:05:30Z,Spectral Convergence Rate of Graph Laplacian,Xu Wang,http://arxiv.org/pdf/1510.08110v1,No journal ref found,none,stat.ML,Summary13307,1510.08406v1,2015-10-28T18:30:40Z,Fast Landmark Subspace Clustering,"Xu Wang, Gilad Lerman",http://arxiv.org/pdf/1510.08406v1,No journal ref found,none,stat.ML,Summary13308,1510.08512v1,2015-10-28T22:27:25Z,Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso,"Eunho Yang, Aurélie C. Lozano",http://arxiv.org/pdf/1510.08512v1,No journal ref found,none,stat.ML,Summary13309,1510.08633v1,2015-10-29T10:38:55Z,Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function,Zhihua Zhang,http://arxiv.org/pdf/1510.08633v1,No journal ref found,none,stat.ML,Summary13310,1511.00831v1,2015-11-03T09:30:44Z,PCA-Based Out-of-Sample Extension for Dimensionality Reduction,"Yariv Aizenbud, Amit Bermanis, Amir Averbuch",http://arxiv.org/pdf/1511.00831v1,No journal ref found,none,stat.ML,Summary13311,1511.01284v1,2015-11-04T10:53:41Z,Lasso based feature selection for malaria risk exposure prediction,"Bienvenue Kouwayè, Noël Fonton, Fabrice Rossi",http://arxiv.org/pdf/1511.01284v1,No journal ref found,none,stat.ML,Summary13312,1511.01987v1,2015-11-06T05:11:21Z,Neutralized Empirical Risk Minimization with Generalization Neutrality Bound,"Kazuto Fukuchi, Jun Sakuma",http://arxiv.org/pdf/1511.01987v1,No journal ref found,none,stat.ML,Summary13313,1511.02187v3,2015-11-06T18:38:17Z,Streaming regularization parameter selection via stochastic gradient descent,"Ricardo Pio Monti, Romy Lorenz, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana",http://arxiv.org/pdf/1511.02187v3,No journal ref found,none,stat.ML,Summary13314,1511.02722v1,2015-11-09T15:40:50Z,Learning Instrumental Variables with Non-Gaussianity Assumptions: Theoretical Limitations and Practical Algorithms,"Ricardo Silva, Shohei Shimizu",http://arxiv.org/pdf/1511.02722v1,No journal ref found,none,stat.ML,Summary13315,1511.03243v3,2015-11-10T20:02:48Z,Black-box $α$-divergence Minimization,"José Miguel Hernández-Lobato, Yingzhen Li, Mark Rowland, Daniel Hernández-Lobato, Thang Bui, Richard E. Turner",http://arxiv.org/pdf/1511.03243v3,No journal ref found,none,stat.ML,Summary13316,1511.03249v3,2015-11-10T20:11:10Z,Stochastic Expectation Propagation for Large Scale Gaussian Process Classification,"Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Yingzhen Li, Thang Bui, Richard E. Turner",http://arxiv.org/pdf/1511.03249v3,No journal ref found,none,stat.ML,Summary13317,1511.03405v1,2015-11-11T07:40:48Z,Training Deep Gaussian Processes using Stochastic Expectation Propagation and Probabilistic Backpropagation,"Thang D. Bui, José Miguel Hernández-Lobato, Yingzhen Li, Daniel Hernández-Lobato, Richard E. Turner",http://arxiv.org/pdf/1511.03405v1,No journal ref found,none,stat.ML,Summary13318,1511.03990v1,2015-11-12T17:54:46Z,Automatic Inference of the Quantile Parameter,"Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan",http://arxiv.org/pdf/1511.03990v1,No journal ref found,none,stat.ML,Summary13319,1511.04157v1,2015-11-13T04:47:58Z,$k$-means: Fighting against Degeneracy in Sequential Monte Carlo with an Application to Tracking,"Kai Fan, Katherine Heller",http://arxiv.org/pdf/1511.04157v1,No journal ref found,none,stat.ML,Summary13320,1511.04402v2,2015-11-13T19:07:50Z,Lass-0: sparse non-convex regression by local search,"William Herlands, Maria De-Arteaga, Daniel Neill, Artur Dubrawski",http://arxiv.org/pdf/1511.04402v2,No journal ref found,none,stat.ML,Summary13321,1511.04408v1,2015-11-13T19:38:17Z,Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces,"William Herlands, Andrew Wilson, Hannes Nickisch, Seth Flaxman, Daniel Neill, Wilbert van Panhuis, Eric Xing",http://arxiv.org/pdf/1511.04408v1,No journal ref found,none,stat.ML,Summary13322,1511.04817v1,2015-11-16T04:11:00Z,Probabilistic Segmentation via Total Variation Regularization,"Matt Wytock, J. Zico Kolter",http://arxiv.org/pdf/1511.04817v1,No journal ref found,none,stat.ML,Summary13323,1511.05467v3,2015-11-17T16:59:33Z,Predictive Entropy Search for Multi-objective Bayesian Optimization,"Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Amar Shah, Ryan P. Adams",http://arxiv.org/pdf/1511.05467v3,No journal ref found,none,stat.ML,Summary13324,1511.06120v1,2015-11-19T11:01:54Z,The Kernel Two-Sample Test for Brain Networks,"Emanuele Olivetti, Sandro Vega-Pons, Paolo Avesani",http://arxiv.org/pdf/1511.06120v1,No journal ref found,none,stat.ML,Summary13325,1511.06772v1,2015-11-20T21:08:04Z,PLDA with Two Sources of Inter-session Variability,Jesús Villalba,http://arxiv.org/pdf/1511.06772v1,No journal ref found,none,stat.ML,Summary13326,1511.07294v1,2015-11-23T16:12:11Z,Stochastic Parallel Block Coordinate Descent for Large-scale Saddle Point Problems,"Zhanxing Zhu, Amos J. Storkey",http://arxiv.org/pdf/1511.07294v1,No journal ref found,none,stat.ML,Summary13327,1511.07318v1,2015-11-20T20:43:43Z,Bayesian SPLDA,Jesús Villalba,http://arxiv.org/pdf/1511.07318v1,No journal ref found,none,stat.ML,Summary13328,1511.07367v1,2015-11-23T19:08:08Z,Black box variational inference for state space models,"Evan Archer, Il Memming Park, Lars Buesing, John Cunningham, Liam Paninski",http://arxiv.org/pdf/1511.07367v1,No journal ref found,none,stat.ML,Summary13329,1511.07421v1,2015-11-20T21:25:59Z,Unsupervised Adaptation of SPLDA,Jesús Villalba,http://arxiv.org/pdf/1511.07421v1,No journal ref found,none,stat.ML,Summary13330,1511.07422v1,2015-11-20T21:38:25Z,Variational Bayes Factor Analysis for i-Vector Extraction,Jesús Villalba,http://arxiv.org/pdf/1511.07422v1,No journal ref found,none,stat.ML,Summary13331,1511.07715v2,2015-11-24T14:15:11Z,Statistical Properties of the Single Linkage Hierarchical Clustering Estimator,"Dekang Zhu, Dan P. Guralnik, Xuezhi Wang, Xiang Li, Bill Moran",http://arxiv.org/pdf/1511.07715v2,No journal ref found,none,stat.ML,Summary13332,1511.07944v1,2015-11-25T03:35:46Z,Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering,"Dekang Zhu, Dan P. Guralnik, Xuezhi Wang, Xiang Li, Bill Moran",http://arxiv.org/pdf/1511.07944v1,No journal ref found,none,stat.ML,Summary13333,1511.08768v2,2015-11-27T18:51:29Z,Gradient Estimation with Simultaneous Perturbation and Compressive Sensing,"Vivek S. Borkar, Vikranth R. Dwaracherla, Neeraja Sahasrabudhe",http://arxiv.org/pdf/1511.08768v2,No journal ref found,none,stat.ML,Summary13334,1511.09422v2,2015-11-30T18:36:45Z,A General Framework for Constrained Bayesian Optimization using Information-based Search,"José Miguel Hernández-Lobato, Michael A. Gelbart, Ryan P. Adams, Matthew W. Hoffman, Zoubin Ghahramani",http://arxiv.org/pdf/1511.09422v2,No journal ref found,none,stat.ML,Summary13335,1512.00315v1,2015-12-01T16:03:14Z,Highly Scalable Tensor Factorization for Prediction of Drug-Protein Interaction Type,"Adam Arany, Jaak Simm, Pooya Zakeri, Tom Haber, Jörg K. Wegner, Vladimir Chupakhin, Hugo Ceulemans, Yves Moreau",http://arxiv.org/pdf/1512.00315v1,No journal ref found,none,stat.ML,Summary13336,1512.01286v1,2015-12-03T23:56:55Z,Adjusting for Chance Clustering Comparison Measures,"Simone Romano, Nguyen Xuan Vinh, James Bailey, Karin Verspoor",http://arxiv.org/pdf/1512.01286v1,No journal ref found,none,stat.ML,Summary13337,1512.01665v1,2015-12-05T13:39:18Z,Stochastic Collapsed Variational Inference for Hidden Markov Models,"Pengyu Wang, Phil Blunsom",http://arxiv.org/pdf/1512.01665v1,No journal ref found,none,stat.ML,Summary13338,1512.01666v1,2015-12-05T13:45:47Z,Stochastic Collapsed Variational Inference for Sequential Data,"Pengyu Wang, Phil Blunsom",http://arxiv.org/pdf/1512.01666v1,No journal ref found,none,stat.ML,Summary13339,1512.01947v1,2015-12-07T09:07:35Z,Learning population and subject-specific brain connectivity networks via Mixed Neighborhood Selection,"Ricardo Pio Monti, Christoforos Anagnostopoulos, Giovanni Montana",http://arxiv.org/pdf/1512.01947v1,No journal ref found,none,stat.ML,Summary13340,1512.02543v1,2015-12-08T17:01:05Z,Gibbs-type Indian buffet processes,"Creighton Heaukulani, Daniel M. Roy",http://arxiv.org/pdf/1512.02543v1,No journal ref found,none,stat.ML,Summary13341,1512.03300v1,2015-12-10T16:12:10Z,Inference in topic models: sparsity and trade-off,"Khoat Than, Tu Bao Ho",http://arxiv.org/pdf/1512.03300v1,No journal ref found,none,stat.ML,Summary13342,1512.03308v2,2015-12-10T16:24:44Z,Guaranteed inference in topic models,"Khoat Than, Tung Doan",http://arxiv.org/pdf/1512.03308v2,No journal ref found,none,stat.ML,Summary13343,1512.03444v1,2015-12-10T21:20:14Z,Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance,"Amichai Painsky, Saharon Rosset",http://arxiv.org/pdf/1512.03444v1,No journal ref found,none,stat.ML,Summary13344,1512.04937v1,2015-12-15T20:57:28Z,Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models,"Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel",http://arxiv.org/pdf/1512.04937v1,No journal ref found,none,stat.ML,Summary13345,1512.05219v1,2015-12-16T15:48:40Z,Learning a Hybrid Architecture for Sequence Regression and Annotation,"Yizhe Zhang, Ricardo Henao, Lawrence Carin, Jianling Zhong, Alexander J. Hartemink",http://arxiv.org/pdf/1512.05219v1,No journal ref found,none,stat.ML,Summary13346,1512.05287v5,2015-12-16T19:18:43Z,A Theoretically Grounded Application of Dropout in Recurrent Neural Networks,"Yarin Gal, Zoubin Ghahramani",http://arxiv.org/pdf/1512.05287v5,No journal ref found,none,stat.ML,Summary13347,1512.05469v2,2015-12-17T05:46:56Z,Private Causal Inference,"Matt J. Kusner, Yu Sun, Karthik Sridharan, Kilian Q. Weinberger",http://arxiv.org/pdf/1512.05469v2,No journal ref found,none,stat.ML,Summary13348,1512.05610v2,2015-12-17T14:46:20Z,Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers,"Sami Remes, Tommi Mononen, Samuel Kaski",http://arxiv.org/pdf/1512.05610v2,No journal ref found,none,stat.ML,Summary13349,1512.05698v1,2015-12-17T17:57:21Z,Oracle inequalities for ranking and U-processes with Lasso penalty,Wojciech Rejchel,http://arxiv.org/pdf/1512.05698v1,No journal ref found,none,stat.ML,Summary13350,1512.06098v2,2015-12-18T20:26:00Z,Expectation propagation for continuous time stochastic processes,"Botond Cseke, David Schnoerr, Manfred Opper, Guido Sanguinetti",http://arxiv.org/pdf/1512.06098v2,No journal ref found,none,stat.ML,Summary13351,1512.07548v1,2015-12-23T17:12:06Z,k-Means Clustering Is Matrix Factorization,Christian Bauckhage,http://arxiv.org/pdf/1512.07548v1,No journal ref found,none,stat.ML,Summary13352,1512.07662v1,2015-12-23T23:21:40Z,High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models,"Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin",http://arxiv.org/pdf/1512.07662v1,No journal ref found,none,stat.ML,Summary13353,1512.07666v1,2015-12-23T23:45:03Z,Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks,"Chunyuan Li, Changyou Chen, David Carlson, Lawrence Carin",http://arxiv.org/pdf/1512.07666v1,No journal ref found,none,stat.ML,Summary13354,1512.07960v1,2015-12-25T05:30:20Z,Histogram Meets Topic Model: Density Estimation by Mixture of Histograms,"Hideaki Kim, Hiroshi Sawada",http://arxiv.org/pdf/1512.07960v1,No journal ref found,none,stat.ML,Summary13355,1512.08298v2,2015-12-28T01:27:07Z,Post-Regularization Inference for Dynamic Nonparanormal Graphical Models,"Junwei Lu, Mladen Kolar, Han Liu",http://arxiv.org/pdf/1512.08298v2,No journal ref found,none,stat.ML,Summary13356,1512.08643v2,2015-12-29T10:07:20Z,Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity,"Eugene Belilovsky, Gaël Varoquaux, Matthew B. Blaschko",http://arxiv.org/pdf/1512.08643v2,"Neural Information Processing Systems (NIPS) 2016, Dec 2016, Barcelona, Spain",none,stat.ML,Summary13357,1512.08673v1,2015-12-29T13:10:25Z,Error Bounds for Compressed Sensing Algorithms With Group Sparsity: A Unified Approach,"M. Eren Ahsen, M. Vidyasagar",http://arxiv.org/pdf/1512.08673v1,No journal ref found,none,stat.ML,Summary13358,1512.08861v1,2015-12-30T06:16:46Z,Sharp Computational-Statistical Phase Transitions via Oracle Computational Model,"Zhaoran Wang, Quanquan Gu, Han Liu",http://arxiv.org/pdf/1512.08861v1,No journal ref found,none,stat.ML,Summary13359,1601.00142v1,2016-01-02T06:11:06Z,Joint Estimation of Precision Matrices in Heterogeneous Populations,"Takumi Saegusa, Ali Shojaie",http://arxiv.org/pdf/1601.00142v1,No journal ref found,none,stat.ML,Summary13360,1601.00504v1,2016-01-04T13:52:49Z,Learning relationships between data obtained independently,"Alexandra Carpentier, Teresa Schlueter",http://arxiv.org/pdf/1601.00504v1,No journal ref found,none,stat.ML,Summary13361,1601.01190v2,2016-01-06T14:24:59Z,On Bayesian index policies for sequential resource allocation,Emilie Kaufmann,http://arxiv.org/pdf/1601.01190v2,No journal ref found,none,stat.ML,Summary13362,1601.01966v1,2016-01-08T18:24:52Z,Numerical Coding of Nominal Data,"Zenon Gniazdowski, Michal Grabowski",http://arxiv.org/pdf/1601.01966v1,"Zeszyty Naukowe WWSI, No 12, Vol. 9, 2015, pp. 53-61, ISSN 1896-396X",none,stat.ML,Summary13363,1601.04674v2,2016-01-18T20:01:16Z,A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure,"Peter Schulam, Suchi Saria",http://arxiv.org/pdf/1601.04674v2,No journal ref found,none,stat.ML,Summary13364,1601.05285v3,2016-01-20T14:44:54Z,Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach,Tianwei Yu,http://arxiv.org/pdf/1601.05285v3,No journal ref found,none,stat.ML,Summary13365,1601.07665v1,2016-01-28T06:49:34Z,Non-Gaussian Component Analysis with Log-Density Gradient Estimation,"Hiroaki Sasaki, Gang Niu, Masashi Sugiyama",http://arxiv.org/pdf/1601.07665v1,No journal ref found,none,stat.ML,Summary13366,1602.00221v1,2016-01-31T10:46:44Z,Principal Polynomial Analysis,"Valero Laparra, Sandra Jiménez, Devis Tuia, Gustau Camps-Valls, Jesús Malo",http://arxiv.org/pdf/1602.00221v1,Int. J. Neural Syst. 24(7) (2014),none,stat.ML,Summary13367,1602.00229v1,2016-01-31T11:30:50Z,Iterative Gaussianization: from ICA to Random Rotations,"Valero Laparra, Gustavo Camps-Valls, Jesús Malo",http://arxiv.org/pdf/1602.00229v1,"Neural Networks, IEEE Transactions on, vol.22, no.4, pp.537-549, April 2011",none,stat.ML,Summary13368,1602.00260v2,2016-01-31T15:33:10Z,DOLDA - a regularized supervised topic model for high-dimensional multi-class regression,"Måns Magnusson, Leif Jonsson, Mattias Villani",http://arxiv.org/pdf/1602.00260v2,No journal ref found,none,stat.ML,Summary13369,1602.00360v1,2016-02-01T01:49:23Z,Semi-supervised K-means++,"Jordan Yoder, Carey E. Priebe",http://arxiv.org/pdf/1602.00360v1,No journal ref found,none,stat.ML,Summary13370,1602.01182v2,2016-02-03T03:56:08Z,High-Dimensional Regularized Discriminant Analysis,"John A. Ramey, Caleb K. Stein, Phil D. Young, Dean M. Young",http://arxiv.org/pdf/1602.01182v2,No journal ref found,none,stat.ML,Summary13371,1602.01345v2,2016-02-03T15:45:47Z,A Probabilistic Modeling Approach to Hearing Loss Compensation,"Thijs van de Laar, Bert de Vries",http://arxiv.org/pdf/1602.01345v2,No journal ref found,none,stat.ML,Summary13372,1602.02485v1,2016-02-08T07:48:38Z,Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling,"Atsushi Shibagaki, Masayuki Karasuyama, Kohei Hatano, Ichiro Takeuchi",http://arxiv.org/pdf/1602.02485v1,No journal ref found,none,stat.ML,Summary13373,1602.02964v4,2016-02-09T12:54:16Z,A Kernel Test of Goodness of Fit,"Kacper Chwialkowski, Heiko Strathmann, Arthur Gretton",http://arxiv.org/pdf/1602.02964v4,No journal ref found,none,stat.ML,Summary13374,1602.03048v1,2016-02-09T16:02:00Z,Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm,"Richard Yi Da Xu, Francois Caron, Arnaud Doucet",http://arxiv.org/pdf/1602.03048v1,No journal ref found,none,stat.ML,Summary13375,1602.03253v2,2016-02-10T03:38:52Z,A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation,"Qiang Liu, Jason D. Lee, Michael I. Jordan",http://arxiv.org/pdf/1602.03253v2,No journal ref found,none,stat.ML,Summary13376,1602.03442v2,2016-02-10T16:53:36Z,Stochastic Quasi-Newton Langevin Monte Carlo,"Umut Şimşekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard",http://arxiv.org/pdf/1602.03442v2,No journal ref found,none,stat.ML,Summary13377,1602.03670v2,2016-02-11T10:47:31Z,Online Low-Rank Subspace Learning from Incomplete Data: A Bayesian View,"Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos E. Themelis, Konstantinos D. Koutroumbas",http://arxiv.org/pdf/1602.03670v2,No journal ref found,none,stat.ML,Summary13378,1602.03683v1,2016-02-11T11:42:15Z,A Universal Approximation Theorem for Mixture of Experts Models,"Hien D Nguyen, Luke R Lloyd-Jones, Geoffrey J McLachlan",http://arxiv.org/pdf/1602.03683v1,No journal ref found,none,stat.ML,Summary13379,1602.04548v1,2016-02-15T02:16:16Z,Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining,"Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Koji Tsuda, Ichiro Takeuchi",http://arxiv.org/pdf/1602.04548v1,No journal ref found,none,stat.ML,Summary13380,1602.04601v2,2016-02-15T09:52:00Z,Selective Inference Approach for Statistically Sound Predictive Pattern Mining,"Shinya Suzumura, Kazuya Nakagawa, Mahito Sugiyama, Koji Tsuda, Ichiro Takeuchi",http://arxiv.org/pdf/1602.04601v2,No journal ref found,none,stat.ML,Summary13381,1602.05003v5,2016-02-16T12:50:16Z,The Multivariate Generalised von Mises distribution: Inference and applications,"Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner",http://arxiv.org/pdf/1602.05003v5,No journal ref found,none,stat.ML,Summary13382,1602.05221v2,2016-02-16T22:13:00Z,Patterns of Scalable Bayesian Inference,"Elaine Angelino, Matthew James Johnson, Ryan P. Adams",http://arxiv.org/pdf/1602.05221v2,No journal ref found,none,stat.ML,Summary13383,1602.05563v1,2016-02-17T20:37:40Z,Robust Kernel (Cross-) Covariance Operators in Reproducing Kernel Hilbert Space toward Kernel Methods,"Md. Ashad Alam, Kenji Fukumizu, Yu-Ping Wang",http://arxiv.org/pdf/1602.05563v1,No journal ref found,none,stat.ML,Summary13384,1602.05822v1,2016-02-18T14:56:47Z,What is the distribution of the number of unique original items in a bootstrap sample?,"Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton, Sébastien Ourselin",http://arxiv.org/pdf/1602.05822v1,No journal ref found,none,stat.ML,Summary13385,1602.06049v1,2016-02-19T05:55:08Z,Scaling up Dynamic Topic Models,"Arnab Bhadury, Jianfei Chen, Jun Zhu, Shixia Liu",http://arxiv.org/pdf/1602.06049v1,No journal ref found,none,stat.ML,Summary13386,1602.06235v1,2016-02-19T17:40:58Z,A Mutual Contamination Analysis of Mixed Membership and Partial Label Models,"Julian Katz-Samuels, Clayton Scott",http://arxiv.org/pdf/1602.06235v1,No journal ref found,none,stat.ML,Summary13387,1602.06349v1,2016-02-20T00:30:03Z,"The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM","Ardavan Saeedi, Matthew Hoffman, Matthew Johnson, Ryan Adams",http://arxiv.org/pdf/1602.06349v1,No journal ref found,none,stat.ML,Summary13388,1602.06701v1,2016-02-22T09:39:09Z,Inference Networks for Sequential Monte Carlo in Graphical Models,"Brooks Paige, Frank Wood",http://arxiv.org/pdf/1602.06701v1,No journal ref found,none,stat.ML,Summary13389,1602.07277v2,2016-02-23T19:49:16Z,A Simple Approach to Sparse Clustering,"Ery Arias-Castro, Xiao Pu",http://arxiv.org/pdf/1602.07277v2,Computational Statistics & Data Analysis. 2017 Jan 31,none,stat.ML,Summary13390,1602.08418v1,2016-02-26T17:56:13Z,Multivariate Hawkes Processes for Large-scale Inference,"Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos",http://arxiv.org/pdf/1602.08418v1,No journal ref found,none,stat.ML,Summary13391,1603.00389v2,2016-03-01T18:28:04Z,Multi-Information Source Optimization,"Matthias Poloczek, Jialei Wang, Peter I. Frazier",http://arxiv.org/pdf/1603.00389v2,No journal ref found,none,stat.ML,Summary13392,1603.00929v2,2016-03-02T23:38:11Z,A Kernel Test for Three-Variable Interactions with Random Processes,"Paul K. Rubenstein, Kacper P. Chwialkowski, Arthur Gretton",http://arxiv.org/pdf/1603.00929v2,No journal ref found,none,stat.ML,Summary13393,1603.01029v1,2016-03-03T08:56:50Z,Whitening-Free Least-Squares Non-Gaussian Component Analysis,"Hiroaki Shiino, Hiroaki Sasaki, Gang Niu, Masashi Sugiyama",http://arxiv.org/pdf/1603.01029v1,No journal ref found,none,stat.ML,Summary13394,1603.01140v1,2016-03-03T15:48:47Z,Overdispersed Black-Box Variational Inference,"Francisco J. R. Ruiz, Michalis K. Titsias, David M. Blei",http://arxiv.org/pdf/1603.01140v1,No journal ref found,none,stat.ML,Summary13395,1603.01912v3,2016-03-07T01:42:04Z,Partition Functions from Rao-Blackwellized Tempered Sampling,"David Carlson, Patrick Stinson, Ari Pakman, Liam Paninski",http://arxiv.org/pdf/1603.01912v3,No journal ref found,none,stat.ML,Summary13396,1603.02160v2,2016-03-07T17:16:46Z,Bayesian Learning of Kernel Embeddings,"Seth Flaxman, Dino Sejdinovic, John P. Cunningham, Sarah Filippi",http://arxiv.org/pdf/1603.02160v2,No journal ref found,none,stat.ML,Summary13397,1603.02443v2,2016-03-08T09:46:30Z,Note on the equivalence of hierarchical variational models and auxiliary deep generative models,Niko Brümmer,http://arxiv.org/pdf/1603.02443v2,No journal ref found,none,stat.ML,Summary13398,1603.02743v1,2016-03-09T00:01:18Z,Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validation,"Severin Hauenstein, Carsten F. Dormann, Simon N Wood",http://arxiv.org/pdf/1603.02743v1,No journal ref found,none,stat.ML,Summary13399,1603.03629v2,2016-03-11T14:02:20Z,Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies,"David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon",http://arxiv.org/pdf/1603.03629v2,ICML 2016,none,stat.ML,Summary13400,1603.03805v1,2016-03-11T22:10:04Z,Provable Non-convex Phase Retrieval with Outliers: Median Truncated Wirtinger Flow,"Huishuai Zhang, Yuejie Chi, Yingbin Liang",http://arxiv.org/pdf/1603.03805v1,No journal ref found,none,stat.ML,Summary13401,1603.03972v2,2016-03-12T23:02:20Z,"Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements","Keith Levin, Vince Lyzinski",http://arxiv.org/pdf/1603.03972v2,No journal ref found,none,stat.ML,Summary13402,1603.04381v2,2016-03-14T18:40:54Z,A ranking approach to global optimization,"Cédric Malherbe, Nicolas Vayatis",http://arxiv.org/pdf/1603.04381v2,No journal ref found,none,stat.ML,Summary13403,1603.05060v1,2016-03-16T12:24:24Z,Short-term time series prediction using Hilbert space embeddings of autoregressive processes,"Edgar A. Valencia, Mauricio A. Álvarez",http://arxiv.org/pdf/1603.05060v1,No journal ref found,none,stat.ML,Summary13404,1603.05729v2,2016-03-17T23:48:15Z,Convergence of Contrastive Divergence Algorithm in Exponential Family,"Tung-Yu Wu, Bai Jiang, Yifan Jin, Wing H. Wong",http://arxiv.org/pdf/1603.05729v2,No journal ref found,none,stat.ML,Summary13405,1603.06186v2,2016-03-20T06:33:43Z,The Multiscale Laplacian Graph Kernel,"Risi Kondor, Horace Pan",http://arxiv.org/pdf/1603.06186v2,No journal ref found,none,stat.ML,Summary13406,1603.06277v3,2016-03-20T22:01:02Z,Composing graphical models with neural networks for structured representations and fast inference,"Matthew J. Johnson, David Duvenaud, Alexander B. Wiltschko, Sandeep R. Datta, Ryan P. Adams",http://arxiv.org/pdf/1603.06277v3,No journal ref found,none,stat.ML,Summary13407,1603.06340v1,2016-03-21T07:13:51Z,Data Augmentation via Levy Processes,"Stefan Wager, William Fithian, Percy Liang",http://arxiv.org/pdf/1603.06340v1,No journal ref found,none,stat.ML,Summary13408,1603.06846v2,2016-03-22T16:01:57Z,"New metrics for learning and inference on sets, ontologies, and functions","Ruiyu Yang, Yuxiang Jiang, Matthew W. Hahn, Elizabeth A. Housworth, Predrag Radivojac",http://arxiv.org/pdf/1603.06846v2,No journal ref found,none,stat.ML,Summary13409,1603.07394v1,2016-03-23T23:42:02Z,Predicting litigation likelihood and time to litigation for patents,"Papis Wongchaisuwat, Diego Klabjan, John O. McGinnis",http://arxiv.org/pdf/1603.07394v1,No journal ref found,none,stat.ML,Summary13410,1603.07593v2,2016-03-24T14:36:51Z,Evaluating the Performance of Offensive Linemen in the NFL,"Nikhil Byanna, Diego Klabjan",http://arxiv.org/pdf/1603.07593v2,No journal ref found,none,stat.ML,Summary13411,1603.07602v1,2016-03-24T14:44:52Z,Clustering Time-Series Energy Data from Smart Meters,"Alexander Lavin, Diego Klabjan",http://arxiv.org/pdf/1603.07602v1,"Energy Efficiency, July 2015, Volume 8, Issue 4, pp 681-689",none,stat.ML,Summary13412,1603.07738v1,2016-03-24T20:09:25Z,Skill-Based Differences in Spatio-Temporal Team Behavior in Defence of The Ancients 2,"Anders Drachen, Matthew Yancey, John Maguire, Derrek Chu, Iris Yuhui Wang, Tobias Mahlmann, Matthias Schubert, Diego Klabjan",http://arxiv.org/pdf/1603.07738v1,"6th IEEE Consumer Electronics Society Games, Entertainment, Media Conference, Toronto, 2014",none,stat.ML,Summary13413,1603.07871v2,2016-03-25T10:43:47Z,Exact Bayesian inference for off-line change-point detection in tree-structured graphical models,"Loïc Schwaller, Stéphane Robin",http://arxiv.org/pdf/1603.07871v2,No journal ref found,none,stat.ML,Summary13414,1603.08708v1,2016-03-29T10:12:50Z,Unified View of Matrix Completion under General Structural Constraints,"Suriya Gunasekar, Arindam Banerjee, Joydeep Ghosh",http://arxiv.org/pdf/1603.08708v1,No journal ref found,none,stat.ML,Summary13415,1603.09254v1,2016-03-30T15:45:51Z,A latent-observed dissimilarity measure,Yasushi Terazono,http://arxiv.org/pdf/1603.09254v1,No journal ref found,none,stat.ML,Summary13416,1603.09584v1,2016-03-31T13:25:16Z,Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking,"Nicolas Goix, Anne Sabourin, Stéphan Clémençon",http://arxiv.org/pdf/1603.09584v1,No journal ref found,none,stat.ML,Summary13417,1604.01075v1,2016-04-04T21:49:22Z,A Dynamic Bayesian Network Model for Inventory Level Estimation in Retail Marketing,"Luis I. Reyes-Castro, Andres G. Abad",http://arxiv.org/pdf/1604.01075v1,No journal ref found,none,stat.ML,Summary13418,1604.01351v2,2016-04-05T18:00:45Z,Nonparametric Detection of Geometric Structures over Networks,"Shaofeng Zou, Yingbin Liang, H. Vincent Poor",http://arxiv.org/pdf/1604.01351v2,No journal ref found,none,stat.ML,Summary13419,1604.01602v2,2016-04-06T13:12:27Z,Manifold unwrapping using density ridges,"Jonas Nordhaug Myhre, Matineh Shaker, Devrim Kaba, Robert Jenssen, Deniz Erdogmus",http://arxiv.org/pdf/1604.01602v2,No journal ref found,none,stat.ML,Summary13420,1604.01955v1,2016-04-07T11:08:45Z,Monitoring Chinese Population Migration in Consecutive Weekly Basis from Intra-city scale to Inter-province scale by Didis Bigdata,Renyu Zhao,http://arxiv.org/pdf/1604.01955v1,No journal ref found,none,stat.ML,Summary13421,1604.01972v2,2016-04-07T12:15:54Z,An Adaptive Resample-Move Algorithm for Estimating Normalizing Constants,"Marco Fraccaro, Ulrich Paquet, Ole Winther",http://arxiv.org/pdf/1604.01972v2,No journal ref found,none,stat.ML,Summary13422,1604.02181v3,2016-04-07T21:35:42Z,A Unified Framework for Sparse Non-Negative Least Squares using Multiplicative Updates and the Non-Negative Matrix Factorization Problem,"Igor Fedorov, Alican Nalci, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen, Harinath Garudadri",http://arxiv.org/pdf/1604.02181v3,No journal ref found,none,stat.ML,Summary13423,1604.03463v2,2016-04-12T16:03:31Z,The Matrix Generalized Inverse Gaussian Distribution: Properties and Applications,"Farideh Fazayeli, Arindam Banerjee",http://arxiv.org/pdf/1604.03463v2,No journal ref found,none,stat.ML,Summary13424,1604.03492v1,2016-04-12T17:54:14Z,Structured Matrix Recovery via the Generalized Dantzig Selector,"Sheng Chen, Arindam Banerjee",http://arxiv.org/pdf/1604.03492v1,No journal ref found,none,stat.ML,Summary13425,1604.04054v1,2016-04-14T07:23:56Z,Optimal Rates For Regularization Of Statistical Inverse Learning Problems,"Gilles Blanchard, Nicole Mücke",http://arxiv.org/pdf/1604.04054v1,No journal ref found,none,stat.ML,Summary13426,1604.04191v1,2016-04-14T15:42:03Z,1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation,"Vincent Cottet, Pierre Alquier",http://arxiv.org/pdf/1604.04191v1,No journal ref found,none,stat.ML,Summary13427,1604.04198v4,2016-04-14T15:59:35Z,Estimating parameters of nonlinear systems using the elitist particle filter based on evolutionary strategies,"Christian Huemmer, Christian Hofmann, Roland Maas, Walter Kellermann",http://arxiv.org/pdf/1604.04198v4,No journal ref found,none,stat.ML,Summary13428,1604.04741v1,2016-04-16T12:35:30Z,Smoothed Hierarchical Dirichlet Process: A Non-Parametric Approach to Constraint Measures,"Cheng Luo, Yang Xiang, Richard Yi Da Xu",http://arxiv.org/pdf/1604.04741v1,No journal ref found,none,stat.ML,Summary13429,1604.06036v1,2016-04-20T17:11:44Z,Random Projection Estimation of Discrete-Choice Models with Large Choice Sets,"Khai X. Chiong, Matthew Shum",http://arxiv.org/pdf/1604.06036v1,No journal ref found,none,stat.ML,Summary13430,1604.07463v1,2016-04-25T22:22:11Z,Dynamic Pricing with Demand Covariates,"Sheng Qiang, Mohsen Bayati",http://arxiv.org/pdf/1604.07463v1,No journal ref found,none,stat.ML,Summary13431,1604.08634v2,2016-04-28T22:10:30Z,Optimal Transport vs. Fisher-Rao distance between Copulas for Clustering Multivariate Time Series,"Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat",http://arxiv.org/pdf/1604.08634v2,No journal ref found,none,stat.ML,Summary13432,1604.08697v1,2016-04-29T06:12:19Z,Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow,"Kean Ming Tan, Zhaoran Wang, Han Liu, Tong Zhang",http://arxiv.org/pdf/1604.08697v1,No journal ref found,none,stat.ML,Summary13433,1605.00316v1,2016-05-01T22:37:24Z,Directional Statistics in Machine Learning: a Brief Review,Suvrit Sra,http://arxiv.org/pdf/1605.00316v1,No journal ref found,none,stat.ML,Summary13434,1605.00355v1,2016-05-02T05:42:10Z,Contrastive Structured Anomaly Detection for Gaussian Graphical Models,"Abhinav Maurya, Mark Cheung",http://arxiv.org/pdf/1605.00355v1,No journal ref found,none,stat.ML,Summary13435,1605.00388v2,2016-05-02T08:31:48Z,Highly Accurate Prediction of Jobs Runtime Classes,"Anat Reiner-Benaim, Anna Grabarnick, Edi Shmueli",http://arxiv.org/pdf/1605.00388v2,No journal ref found,none,stat.ML,Summary13436,1605.00513v1,2016-05-02T14:56:18Z,Fuzzy clustering of distribution-valued data using adaptive L2 Wasserstein distances,"Antonio Irpino, Francisco De Carvalho, Rosanna Verde",http://arxiv.org/pdf/1605.00513v1,No journal ref found,none,stat.ML,Summary13437,1605.01573v1,2016-05-05T12:50:44Z,Observational-Interventional Priors for Dose-Response Learning,Ricardo Silva,http://arxiv.org/pdf/1605.01573v1,No journal ref found,none,stat.ML,Summary13438,1605.01779v1,2016-05-05T22:23:21Z,Clustering on the Edge: Learning Structure in Graphs,"Matt Barnes, Artur Dubrawski",http://arxiv.org/pdf/1605.01779v1,No journal ref found,none,stat.ML,Summary13439,1605.02190v1,2016-05-07T13:00:05Z,Matching models across abstraction levels with Gaussian Processes,"Giulio Caravagna, Luca Bortolussi, Guido Sanguinetti",http://arxiv.org/pdf/1605.02190v1,No journal ref found,none,stat.ML,Summary13440,1605.02541v1,2016-05-09T11:46:26Z,Mean Absolute Percentage Error for regression models,"Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi",http://arxiv.org/pdf/1605.02541v1,"Neurocomputing, Elsevier, 2016, Advances in artificial neural networks, machine learning and computational intelligence - Selected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015), 192, pp.38-48",none,stat.ML,Summary13441,1605.02674v2,2016-05-09T18:07:06Z,Why (and How) Avoid Orthogonal Procrustes in Regularized Multivariate Analysis,"Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García",http://arxiv.org/pdf/1605.02674v2,No journal ref found,none,stat.ML,Summary13442,1605.03027v1,2016-05-10T14:22:45Z,Destination Prediction by Trajectory Distribution Based Model,"Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes, Francois Royer",http://arxiv.org/pdf/1605.03027v1,No journal ref found,none,stat.ML,Summary13443,1605.03040v1,2016-05-10T14:55:46Z,A note on the statistical view of matrix completion,Tianxi Li,http://arxiv.org/pdf/1605.03040v1,No journal ref found,none,stat.ML,Summary13444,1605.03122v1,2016-05-10T17:40:20Z,Kernel-Based Structural Equation Models for Topology Identification of Directed Networks,"Yanning Shen, Brian Baingana, Georgios B. Giannakis",http://arxiv.org/pdf/1605.03122v1,No journal ref found,none,stat.ML,Summary13445,1605.03267v1,2016-05-11T03:10:20Z,Generalized Sparse Precision Matrix Selection for Fitting Multivariate Gaussian Random Fields to Large Data Sets,"Sam Davanloo Tajbakhsh, Necdet Serhat Aybat, Enrique del Castillo",http://arxiv.org/pdf/1605.03267v1,No journal ref found,none,stat.ML,Summary13446,1605.04262v1,2016-05-13T17:27:55Z,ABtree: An Algorithm for Subgroup-Based Treatment Assignment,"Derek Feng, Xiaofei Wang",http://arxiv.org/pdf/1605.04262v1,No journal ref found,none,stat.ML,Summary13447,1605.04435v1,2016-05-14T16:37:54Z,Proceedings of the 5th Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI) at NIPS 2015,"I. Rish, L. Wehbe, G. Langs, M. Grosse-Wentrup, B. Murphy, G. Cecchi",http://arxiv.org/pdf/1605.04435v1,No journal ref found,none,stat.ML,Summary13448,1605.04955v1,2016-05-16T21:11:08Z,Probing the Geometry of Data with Diffusion Fréchet Functions,"Diego Hernán Díaz Martínez, Christine H. Lee, Peter T. Kim, Washington Mio",http://arxiv.org/pdf/1605.04955v1,No journal ref found,none,stat.ML,Summary13449,1605.05349v1,2016-05-17T20:22:12Z,Orthogonal symmetric non-negative matrix factorization under the stochastic block model,"Subhadeep Paul, Yuguo Chen",http://arxiv.org/pdf/1605.05349v1,No journal ref found,none,stat.ML,Summary13450,1605.05697v1,2016-05-18T19:00:39Z,Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models,Carlos Alberto Gomez-Uribe,http://arxiv.org/pdf/1605.05697v1,No journal ref found,none,stat.ML,Summary13451,1605.05860v3,2016-05-19T09:14:39Z,False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking,"Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao",http://arxiv.org/pdf/1605.05860v3,No journal ref found,none,stat.ML,Summary13452,1605.05918v2,2016-05-19T12:34:34Z,Bayesian Variable Selection for Globally Sparse Probabilistic PCA,"Charles Bouveyron, Pierre Latouche, Pierre-Alexandre Mattei",http://arxiv.org/pdf/1605.05918v2,No journal ref found,none,stat.ML,Summary13453,1605.06197v2,2016-05-20T02:20:13Z,Stick-Breaking Variational Autoencoders,"Eric Nalisnick, Padhraic Smyth",http://arxiv.org/pdf/1605.06197v2,No journal ref found,none,stat.ML,Summary13454,1605.06359v2,2016-05-20T13:58:21Z,Learning to Discover Graphical Model Structures,"Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew Blaschko",http://arxiv.org/pdf/1605.06359v2,No journal ref found,none,stat.ML,Summary13455,1605.07254v2,2016-05-24T01:41:25Z,Convergence guarantees for kernel-based quadrature rules in misspecified settings,"Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu",http://arxiv.org/pdf/1605.07254v2,No journal ref found,none,stat.ML,Summary13456,1605.07332v2,2016-05-24T08:16:54Z,Relevant sparse codes with variational information bottleneck,"Matthew Chalk, Olivier Marre, Gasper Tkacik",http://arxiv.org/pdf/1605.07332v2,No journal ref found,none,stat.ML,Summary13457,1605.07596v3,2016-05-24T19:37:41Z,Local Minimax Complexity of Stochastic Convex Optimization,"Yuancheng Zhu, Sabyasachi Chatterjee, John Duchi, John Lafferty",http://arxiv.org/pdf/1605.07596v3,No journal ref found,none,stat.ML,Summary13458,1605.07870v1,2016-05-25T13:24:39Z,Simultaneous Sparse Dictionary Learning and Pruning,"Simeng Qu, Xiao Wang",http://arxiv.org/pdf/1605.07870v1,No journal ref found,none,stat.ML,Summary13459,1605.07906v1,2016-05-25T14:45:26Z,How priors of initial hyperparameters affect Gaussian process regression models,"Zexun Chen, Bo Wang",http://arxiv.org/pdf/1605.07906v1,No journal ref found,none,stat.ML,Summary13460,1605.08299v1,2016-05-26T14:26:20Z,High-Dimensional Trimmed Estimators: A General Framework for Robust Structured Estimation,"Eunho Yang, Aurelie Lozano, Aleksandr Aravkin",http://arxiv.org/pdf/1605.08299v1,No journal ref found,none,stat.ML,Summary13461,1605.08301v2,2016-05-26T14:37:12Z,Predictive Coarse-Graining,"Markus Schöberl, Nicholas Zabaras, Phaedon-Stelios Koutsourelakis",http://arxiv.org/pdf/1605.08301v2,No journal ref found,none,stat.ML,Summary13462,1605.09459v3,2016-05-31T01:01:52Z,Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis,"Xiao Fu, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So",http://arxiv.org/pdf/1605.09459v3,No journal ref found,none,stat.ML,Summary13463,1605.09499v2,2016-05-31T05:10:51Z,Extreme Stochastic Variational Inference: Distributed and Asynchronous,"Parameswaran Raman, Jiong Zhang, Hsiang-Fu Yu, Shihao Ji, S. V. N. Vishwanathan",http://arxiv.org/pdf/1605.09499v2,No journal ref found,none,stat.ML,Summary13464,1605.09658v4,2016-05-31T15:09:13Z,Iterative Smoothing Proximal Gradient for Regression with Structured Sparsity,"Fouad Hadj-Selem, Tommy Lofstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay",http://arxiv.org/pdf/1605.09658v4,No journal ref found,none,stat.ML,Summary13465,1606.00113v1,2016-06-01T04:45:21Z,Identifying Outliers using Influence Function of Multiple Kernel Canonical Correlation Analysis,"Md Ashad Alam, Yu-Ping Wang",http://arxiv.org/pdf/1606.00113v1,No journal ref found,none,stat.ML,Summary13466,1606.00118v1,2016-06-01T05:14:03Z,Gene-Gene association for Imaging Genetics Data using Robust Kernel Canonical Correlation Analysis,"Md ashad Alam, Osamu Komori, Yu-Ping Wang",http://arxiv.org/pdf/1606.00118v1,No journal ref found,none,stat.ML,Summary13467,1606.00813v1,2016-06-02T19:13:23Z,Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families,"David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon",http://arxiv.org/pdf/1606.00813v1,No journal ref found,none,stat.ML,Summary13468,1606.00832v1,2016-06-02T19:59:44Z,High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization,"Jinghui Chen, Quanquan Gu",http://arxiv.org/pdf/1606.00832v1,No journal ref found,none,stat.ML,Summary13469,1606.00906v2,2016-06-02T21:39:40Z,Nonlinear Statistical Learning with Truncated Gaussian Graphical Models,"Qinliang Su, Xuejun Liao, Changyou Chen, Lawrence Carin",http://arxiv.org/pdf/1606.00906v2,No journal ref found,none,stat.ML,Summary13470,1606.01822v3,2016-06-06T16:48:28Z,ROCS-Derived Features for Virtual Screening,"Steven Kearnes, Vijay Pande",http://arxiv.org/pdf/1606.01822v3,No journal ref found,none,stat.ML,Summary13471,1606.01869v3,2016-06-06T19:26:23Z,On Robustness of Kernel Clustering,"Bowei Yan, Purnamrita Sarkar",http://arxiv.org/pdf/1606.01869v3,No journal ref found,none,stat.ML,Summary13472,1606.02261v1,2016-06-07T18:52:38Z,Reducing the error of Monte Carlo Algorithms by Learning Control Variates,"Brendan D. Tracey, David H. Wolpert",http://arxiv.org/pdf/1606.02261v1,No journal ref found,none,stat.ML,Summary13473,1606.02321v1,2016-06-07T20:19:59Z,Better Conditional Density Estimation for Neural Networks,"Wesley Tansey, Karl Pichotta, James G. Scott",http://arxiv.org/pdf/1606.02321v1,No journal ref found,none,stat.ML,Summary13474,1606.02518v3,2016-06-08T11:49:08Z,A Locally Adaptive Normal Distribution,"Georgios Arvanitidis, Lars Kai Hansen, Søren Hauberg",http://arxiv.org/pdf/1606.02518v3,No journal ref found,none,stat.ML,Summary13475,1606.03865v2,2016-06-13T09:16:25Z,Prediction Performance After Learning in Gaussian Process Regression,"Johan Wågberg, Dave Zachariah, Thomas B. Schön, Petre Stoica",http://arxiv.org/pdf/1606.03865v2,No journal ref found,none,stat.ML,Summary13476,1606.04366v1,2016-06-14T13:46:21Z,Recursive nonlinear-system identification using latent variables,"Per Mattsson, Dave Zachariah, Petre Stoica",http://arxiv.org/pdf/1606.04366v1,No journal ref found,none,stat.ML,Summary13477,1606.04789v2,2016-06-15T14:45:16Z,Network Maximal Correlation,"Soheil Feizi, Ali Makhdoumi, Ken Duffy, Muriel Medard, Manolis Kellis",http://arxiv.org/pdf/1606.04789v2,No journal ref found,none,stat.ML,Summary13478,1606.04820v1,2016-06-15T15:33:27Z,Understanding Probabilistic Sparse Gaussian Process Approximations,"Matthias Stephan Bauer, Mark van der Wilk, Carl Edward Rasmussen",http://arxiv.org/pdf/1606.04820v1,No journal ref found,none,stat.ML,Summary13479,1606.05201v2,2016-06-16T14:29:28Z,"Assessing and tuning brain decoders: cross-validation, caveats, and guidelines","Gaël Varoquaux, Pradeep Reddy Raamana, Denis Engemann, Andrés Hoyos-Idrobo, Yannick Schwartz, Bertrand Thirion",http://arxiv.org/pdf/1606.05201v2,No journal ref found,none,stat.ML,Summary13480,1606.05241v1,2016-06-16T16:14:32Z,The Mondrian Kernel,"Matej Balog, Balaji Lakshminarayanan, Zoubin Ghahramani, Daniel M. Roy, Yee Whye Teh",http://arxiv.org/pdf/1606.05241v1,No journal ref found,none,stat.ML,Summary13481,1606.05273v1,2016-06-16T17:11:27Z,The Effect of Heteroscedasticity on Regression Trees,"Will Ruth, Thomas Loughin",http://arxiv.org/pdf/1606.05273v1,No journal ref found,none,stat.ML,Summary13482,1606.05390v1,2016-06-17T00:33:03Z,Making Tree Ensembles Interpretable,"Satoshi Hara, Kohei Hayashi",http://arxiv.org/pdf/1606.05390v1,No journal ref found,none,stat.ML,Summary13483,1606.05492v2,2016-06-17T12:00:21Z,PSF : Introduction to R Package for Pattern Sequence Based Forecasting Algorithm,"Neeraj Bokde, Gualberto Asencio-Cortés, Francisco Martínez-Álvarez, Kishore Kulat",http://arxiv.org/pdf/1606.05492v2,No journal ref found,none,stat.ML,Summary13484,1606.05672v1,2016-06-17T20:34:04Z,Interpretability in Linear Brain Decoding,"Seyed Mostafa Kia, Andrea Passerini",http://arxiv.org/pdf/1606.05672v1,No journal ref found,none,stat.ML,Summary13485,1606.05889v1,2016-06-19T17:01:31Z,Tight Performance Bounds for Compressed Sensing With Group Sparsity,"Shashank Ranjan, Mathukumalli Vidyasagar",http://arxiv.org/pdf/1606.05889v1,No journal ref found,none,stat.ML,Summary13486,1606.06959v2,2016-06-22T14:10:47Z,"Dealing with a large number of classes -- Likelihood, Discrimination or Ranking?","David Barber, Aleksandar Botev",http://arxiv.org/pdf/1606.06959v2,No journal ref found,none,stat.ML,Summary13487,1606.07240v2,2016-06-23T09:29:53Z,PAC-Bayesian Theorems for Multiview Learning,"Anil Goyal, Emilie Morvant, Pascal Germain, Massih-Reza Amini",http://arxiv.org/pdf/1606.07240v2,No journal ref found,none,stat.ML,Summary13488,1606.07840v1,2016-06-24T21:51:24Z,Modeling Group Dynamics Using Probabilistic Tensor Decompositions,"Lin Li, Ananthram Swami, Anna Scaglione",http://arxiv.org/pdf/1606.07840v1,No journal ref found,none,stat.ML,Summary13489,1606.08105v1,2016-06-27T01:24:02Z,The Dependent Random Measures with Independent Increments in Mixture Models,"Cheng Luo, Richard Yi Da Xu, Yang Xiang",http://arxiv.org/pdf/1606.08105v1,No journal ref found,none,stat.ML,Summary13490,1606.08455v1,2016-06-27T20:01:08Z,Anomaly detection in video with Bayesian nonparametrics,"Olga Isupova, Danil Kuzin, Lyudmila Mihaylova",http://arxiv.org/pdf/1606.08455v1,No journal ref found,none,stat.ML,Summary13491,1606.08476v1,2016-06-27T20:29:42Z,Dynamic Hierarchical Dirichlet Process for Abnormal Behaviour Detection in Video,"Olga Isupova, Danil Kuzin, Lyudmila Mihaylova",http://arxiv.org/pdf/1606.08476v1,No journal ref found,none,stat.ML,Summary13492,1606.08549v1,2016-06-28T04:16:25Z,Automatic Variational ABC,"Alexander Moreno, Tameem Adel, Edward Meeds, James M. Rehg, Max Welling",http://arxiv.org/pdf/1606.08549v1,No journal ref found,none,stat.ML,Summary13493,1606.08793v3,2016-06-28T17:22:29Z,Modeling Industrial ADMET Data with Multitask Networks,"Steven Kearnes, Brian Goldman, Vijay Pande",http://arxiv.org/pdf/1606.08793v3,No journal ref found,none,stat.ML,Summary13494,1606.08882v1,2016-06-28T20:49:00Z,Tracking Switched Dynamic Network Topologies from Information Cascades,"Brian Baingana, Georgios B. Giannakis",http://arxiv.org/pdf/1606.08882v1,No journal ref found,none,stat.ML,Summary13495,1606.08957v1,2016-06-29T05:35:20Z,Alternating Estimation for Structured High-Dimensional Multi-Response Models,"Sheng Chen, Arindam Banerjee",http://arxiv.org/pdf/1606.08957v1,No journal ref found,none,stat.ML,Summary13496,1606.09066v3,2016-06-29T12:24:03Z,Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach,"Satoshi Hara, Kohei Hayashi",http://arxiv.org/pdf/1606.09066v3,No journal ref found,none,stat.ML,Summary13497,1607.00084v1,2016-07-01T00:17:01Z,Provable Symmetric Nonnegative Matrix Factorization for Overlapping Clustering,"Xueyu Mao, Purnamrita Sarkar, Deepayan Chakrabarti",http://arxiv.org/pdf/1607.00084v1,No journal ref found,none,stat.ML,Summary13498,1607.00706v1,2016-07-04T00:17:08Z,A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism,"Papis Wongchaisuwat, Diego Klabjan, Siddhartha R. Jonnalagadda",http://arxiv.org/pdf/1607.00706v1,No journal ref found,none,stat.ML,Summary13499,1607.00710v2,2016-07-04T00:50:30Z,Automatic Generation of Probabilistic Programming from Time Series Data,"Anh Tong, Jaesik Choi",http://arxiv.org/pdf/1607.00710v2,No journal ref found,none,stat.ML,Summary13500,1607.01369v3,2016-07-05T19:08:48Z,On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching,"Vince Lyzinski, Keith Levin, Donniell E. Fishkind, Carey E. Priebe",http://arxiv.org/pdf/1607.01369v3,No journal ref found,none,stat.ML,Summary13501,1607.01624v1,2016-07-06T14:02:43Z,Bayesian nonparametrics for Sparse Dynamic Networks,"Konstantina Palla, Francois Caron, Yee Whye Teh",http://arxiv.org/pdf/1607.01624v1,No journal ref found,none,stat.ML,Summary13502,1607.02011v2,2016-07-07T13:44:44Z,Kernel Bayesian Inference with Posterior Regularization,"Yang Song, Jun Zhu, Yong Ren",http://arxiv.org/pdf/1607.02011v2,No journal ref found,none,stat.ML,Summary13503,1607.02085v1,2016-07-07T17:17:04Z,A Classification Framework for Partially Observed Dynamical Systems,"Yuan Shen, Peter Tino, Krasimira Tsaneva-Atanasova",http://arxiv.org/pdf/1607.02085v1,No journal ref found,none,stat.ML,Summary13504,1607.02670v1,2016-07-09T22:29:32Z,Sparse additive Gaussian process with soft interactions,"Garret Vo, Debdeep Pati",http://arxiv.org/pdf/1607.02670v1,No journal ref found,none,stat.ML,Summary13505,1607.02676v1,2016-07-10T01:20:57Z,Bayesian quantile additive regression trees,"Bereket P. Kindo, Hao Wang, Timothy Hanson, Edsel A. Peña",http://arxiv.org/pdf/1607.02676v1,No journal ref found,none,stat.ML,Summary13506,1607.02738v1,2016-07-10T12:19:29Z,Magnetic Hamiltonian Monte Carlo,"Nilesh Tripuraneni, Mark Rowland, Zoubin Ghahramani, Richard Turner",http://arxiv.org/pdf/1607.02738v1,No journal ref found,none,stat.ML,Summary13507,1607.03026v1,2016-07-11T16:47:47Z,Retrospective Causal Inference with Machine Learning Ensembles: An Application to Anti-Recidivism Policies in Colombia,"Cyrus Samii, Laura Paler, Sarah Zukerman Daly",http://arxiv.org/pdf/1607.03026v1,Political Analysis (2016),none,stat.ML,Summary13508,1607.03300v1,2016-07-12T10:32:02Z,From Dependence to Causation,David Lopez-Paz,http://arxiv.org/pdf/1607.03300v1,No journal ref found,none,stat.ML,Summary13509,1607.03574v3,2016-07-13T02:41:24Z,Effects of Additional Data on Bayesian Clustering,Keisuke Yamazaki,http://arxiv.org/pdf/1607.03574v3,No journal ref found,none,stat.ML,Summary13510,1607.03792v1,2016-07-13T15:32:35Z,Kernel Density Estimation for Dynamical Systems,"Hanyuan Hang, Ingo Steinwart, Yunlong Feng, Johan A. K. Suykens",http://arxiv.org/pdf/1607.03792v1,No journal ref found,none,stat.ML,Summary13511,1607.03842v1,2016-07-13T17:55:45Z,Safe Policy Improvement by Minimizing Robust Baseline Regret,"Marek Petrik, Yinlam Chow, Mohammad Ghavamzadeh",http://arxiv.org/pdf/1607.03842v1,No journal ref found,none,stat.ML,Summary13512,1607.04566v1,2016-07-15T16:08:57Z,Spectral Echolocation via the Wave Embedding,"Alexander Cloninger, Stefan Steinerberger",http://arxiv.org/pdf/1607.04566v1,No journal ref found,none,stat.ML,Summary13513,1607.05432v2,2016-07-19T07:27:02Z,Nested Kriging estimations for datasets with large number of observations,"Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier",http://arxiv.org/pdf/1607.05432v2,No journal ref found,none,stat.ML,Summary13514,1607.05506v2,2016-07-19T10:23:57Z,Distribution-dependent concentration inequalities for tighter generalization bounds,"Xinxing Wu, Junping Zhang",http://arxiv.org/pdf/1607.05506v2,No journal ref found,none,stat.ML,Summary13515,1607.05974v1,2016-07-20T14:31:30Z,Anomaly Detection and Localisation using Mixed Graphical Models,"Romain Laby, François Roueff, Alexandre Gramfort",http://arxiv.org/pdf/1607.05974v1,No journal ref found,none,stat.ML,Summary13516,1607.06534v3,2016-07-22T01:37:30Z,The Landscape of Empirical Risk for Non-convex Losses,"Song Mei, Yu Bai, Andrea Montanari",http://arxiv.org/pdf/1607.06534v3,No journal ref found,none,stat.ML,Summary13517,1607.07573v1,2016-07-26T07:47:02Z,Variational Mixture Models with Gamma or inverse-Gamma components,"A. Llera, D. Vidaurre, R. H. R. Pruim, C. F. Beckmann",http://arxiv.org/pdf/1607.07573v1,No journal ref found,none,stat.ML,Summary13518,1607.08310v1,2016-07-28T04:25:30Z,Preterm Birth Prediction: Deriving Stable and Interpretable Rules from High Dimensional Data,"Truyen Tran, Wei Luo, Dinh Phung, Jonathan Morris, Kristen Rickard, Svetha Venkatesh",http://arxiv.org/pdf/1607.08310v1,No journal ref found,none,stat.ML,Summary13519,1607.08601v1,2016-07-28T19:56:43Z,Limit theorems for eigenvectors of the normalized Laplacian for random graphs,"Minh Tang, Carey E. Priebe",http://arxiv.org/pdf/1607.08601v1,No journal ref found,none,stat.ML,Summary13520,1608.00060v4,2016-07-30T01:58:04Z,Double Machine Learning for Treatment and Causal Parameters,"Victor Chernozhukov, Denis Chetverikov, Mert Demirer, Esther Duflo, Christian Hansen, anad Whitney Newey",http://arxiv.org/pdf/1608.00060v4,No journal ref found,none,stat.ML,Summary13521,1608.00441v1,2016-08-01T14:19:32Z,"Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering","Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, Nanning Zheng, Jose C. Principe",http://arxiv.org/pdf/1608.00441v1,No journal ref found,none,stat.ML,Summary13522,1608.01008v3,2016-08-02T21:15:30Z,"Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling","Chengtao Li, Stefanie Jegelka, Suvrit Sra",http://arxiv.org/pdf/1608.01008v3,No journal ref found,none,stat.ML,Summary13523,1608.01234v2,2016-08-03T16:03:25Z,Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations,"Mohammadreza Soltani, Chinmay Hegde",http://arxiv.org/pdf/1608.01234v2,No journal ref found,none,stat.ML,Summary13524,1608.01398v2,2016-08-04T00:05:24Z,Iterative Hard Thresholding for Model Selection in Genome-Wide Association Studies,"Kevin L. Keys, Gary K. Chen, Kenneth Lange",http://arxiv.org/pdf/1608.01398v2,No journal ref found,none,stat.ML,Summary13525,1608.02280v1,2016-08-07T22:53:55Z,Statistical Guarantees for Estimating the Centers of a Two-component Gaussian Mixture by EM,"Jason M. Klusowski, W. D. Brinda",http://arxiv.org/pdf/1608.02280v1,No journal ref found,none,stat.ML,Summary13526,1608.02485v1,2016-08-08T15:23:37Z,Boosting as a kernel-based method,"Aleksandr Y. Aravkin, Giulio Bottegal, Gianluigi Pillonetto",http://arxiv.org/pdf/1608.02485v1,No journal ref found,none,stat.ML,Summary13527,1608.03817v3,2016-08-12T15:02:10Z,Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages,"Yin Cheng Ng, Pawel Chilinski, Ricardo Silva",http://arxiv.org/pdf/1608.03817v3,No journal ref found,none,stat.ML,Summary13528,1608.04048v1,2016-08-14T01:56:22Z,Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data,"Makoto Yamada, Jiliang Tang, Jose Lugo-Martinez, Ermin Hodzic, Raunak Shrestha, Avishek Saha, Hua Ouyang, Dawei Yin, Hiroshi Mamitsuka, Cenk Sahinalp, Predrag Radivojac, Filippo Menczer, Yi Chang",http://arxiv.org/pdf/1608.04048v1,No journal ref found,none,stat.ML,Summary13529,1608.04290v1,2016-08-15T14:51:10Z,Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering,"Xiao Fu, Kejun Huang, Bo Yang, Wing-Kin Ma, Nicholas D. Sidiropoulos",http://arxiv.org/pdf/1608.04290v1,No journal ref found,none,stat.ML,Summary13530,1608.04961v2,2016-08-17T13:40:31Z,Clustering Mixed Datasets Using Homogeneity Analysis with Applications to Big Data,Rajiv Sambasivan,http://arxiv.org/pdf/1608.04961v2,No journal ref found,none,stat.ML,Summary13531,1608.05934v1,2016-08-21T13:00:45Z,Spatial Modeling of Oil Exploration Areas Using Neural Networks and ANFIS in GIS,"Nouraddin Misagh, Mohammadreza Ashouri",http://arxiv.org/pdf/1608.05934v1,No journal ref found,none,stat.ML,Summary13532,1608.06622v2,2016-08-23T19:53:20Z,The discriminative Kalman filter for nonlinear and non-Gaussian sequential Bayesian filtering,"Michael C. Burkhart, David M. Brandman, Carlos E. Vargas-Irwin, Matthew T. Harrison",http://arxiv.org/pdf/1608.06622v2,No journal ref found,none,stat.ML,Summary13533,1608.07241v1,2016-08-25T18:29:23Z,Formal Concept Analysis of Rodent Carriers of Zoonotic Disease,"Roman Ilin, Barbara A. Han",http://arxiv.org/pdf/1608.07241v1,No journal ref found,none,stat.ML,Summary13534,1608.07494v1,2016-08-26T15:26:01Z,Estimating the Number of Clusters via Normalized Cluster Instability,"Jonas M. B. Haslbeck, Dirk U. Wulff",http://arxiv.org/pdf/1608.07494v1,No journal ref found,none,stat.ML,Summary13535,1608.07526v1,2016-08-26T17:19:14Z,Maximum Correntropy Unscented Filter,"Xi Liu, Badong Chen, Bin Xu, Zongze Wu, Paul Honeine",http://arxiv.org/pdf/1608.07526v1,No journal ref found,none,stat.ML,Summary13536,1608.07597v3,2016-08-26T20:26:31Z,A Randomized Approach to Efficient Kernel Clustering,"Farhad Pourkamali-Anaraki, Stephen Becker",http://arxiv.org/pdf/1608.07597v3,No journal ref found,none,stat.ML,Summary13537,1608.07986v1,2016-08-29T10:32:15Z,Manifold Langevin Monte Carlo with Partial Metric Updates,"Theodore Papamarkou, Eric B. Ford",http://arxiv.org/pdf/1608.07986v1,No journal ref found,none,stat.ML,Summary13538,1608.08362v1,2016-08-30T08:32:13Z,Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process,"Vahid Bastani, Lucio Marcenaro, Carlo Regazzoni",http://arxiv.org/pdf/1608.08362v1,No journal ref found,none,stat.ML,Summary13539,1608.08659v1,2016-08-30T21:12:07Z,Joint Estimation of Multiple Dependent Gaussian Graphical Models with Applications to Mouse Genomics,"Yuying Xie, Yufeng Liu, William Valdar",http://arxiv.org/pdf/1608.08659v1,No journal ref found,none,stat.ML,Summary13540,1609.00285v3,2016-09-01T15:46:07Z,Understanding Neural Sparse Coding with Matrix Factorization,"Thomas Moreau, Joan Bruna",http://arxiv.org/pdf/1609.00285v3,No journal ref found,none,stat.ML,Summary13541,1609.00577v1,2016-09-02T12:43:34Z,Generic Inference in Latent Gaussian Process Models,"Edwin V. Bonilla, Karl Krauth, Amir Dezfouli",http://arxiv.org/pdf/1609.00577v1,No journal ref found,none,stat.ML,Summary13542,1609.01051v2,2016-09-05T08:17:17Z,Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints,"Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato",http://arxiv.org/pdf/1609.01051v2,No journal ref found,none,stat.ML,Summary13543,1609.01423v3,2016-09-06T08:07:27Z,Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty,"Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay",http://arxiv.org/pdf/1609.01423v3,No journal ref found,none,stat.ML,Summary13544,1609.04289v1,2016-09-14T14:27:32Z,Gray-box inference for structured Gaussian process models,"Pietro Galliani, Amir Dezfouli, Edwin V. Bonilla, Novi Quadrianto",http://arxiv.org/pdf/1609.04289v1,No journal ref found,none,stat.ML,Summary13545,1609.04388v1,2016-09-14T19:48:34Z,Relativistic Monte Carlo,"Xiaoyu Lu, Valerio Perrone, Leonard Hasenclever, Yee Whye Teh, Sebastian J. Vollmer",http://arxiv.org/pdf/1609.04388v1,No journal ref found,none,stat.ML,Summary13546,1609.05057v1,2016-09-16T13:59:01Z,Unbiased Sparse Subspace Clustering By Selective Pursuit,"Hanno Ackermann, Michael Yang, Bodo Rosenhahn",http://arxiv.org/pdf/1609.05057v1,No journal ref found,none,stat.ML,Summary13547,1609.05148v1,2016-09-16T17:29:01Z,Discovering Relationships Across Disparate Data Modalities,"Cencheng Shen, Carey E. Priebe, Mauro Maggioni, Joshua T. Vogelstein",http://arxiv.org/pdf/1609.05148v1,No journal ref found,none,stat.ML,Summary13548,1609.06764v2,2016-09-21T21:57:25Z,Saturating Splines and Feature Selection,"Nicholas Boyd, Trevor Hastie, Stephen Boyd, Benjamin Recht, Michael Jordan",http://arxiv.org/pdf/1609.06764v2,No journal ref found,none,stat.ML,Summary13549,1609.07333v1,2016-09-23T12:11:54Z,"Estimating Probability Distributions using ""Dirac"" Kernels (via Rademacher-Walsh Polynomial Basis Functions)","Hamse Y. Mussa, Avid M. Afzal",http://arxiv.org/pdf/1609.07333v1,No journal ref found,none,stat.ML,Summary13550,1609.07410v2,2016-09-23T16:05:53Z,One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities,Michalis K. Titsias,http://arxiv.org/pdf/1609.07410v2,No journal ref found,none,stat.ML,Summary13551,1609.07521v1,2016-09-23T21:18:31Z,Fast Learning of Clusters and Topics via Sparse Posteriors,"Michael C. Hughes, Erik B. Sudderth",http://arxiv.org/pdf/1609.07521v1,No journal ref found,none,stat.ML,Summary13552,1609.08203v1,2016-09-26T22:01:04Z,Variational Inference with Hamiltonian Monte Carlo,"Christopher Wolf, Maximilian Karl, Patrick van der Smagt",http://arxiv.org/pdf/1609.08203v1,No journal ref found,none,stat.ML,Summary13553,1609.08235v1,2016-09-27T01:15:35Z,Online Categorical Subspace Learning for Sketching Big Data with Misses,"Yanning Shen, Morteza Mardani, Georgios B. Giannakis",http://arxiv.org/pdf/1609.08235v1,No journal ref found,none,stat.ML,Summary13554,1609.08752v1,2016-09-28T03:25:24Z,Stabilizing Linear Prediction Models using Autoencoder,"Shivapratap Gopakumar, Truyen Tran, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1609.08752v1,No journal ref found,none,stat.ML,Summary13555,1610.00189v1,2016-10-01T20:57:13Z,A Birth and Death Process for Bayesian Network Structure Inference,"D. Jennings, J. N. Corcoran",http://arxiv.org/pdf/1610.00189v1,No journal ref found,none,stat.ML,Summary13556,1610.00907v1,2016-10-04T09:20:08Z,Model Selection for Gaussian Process Regression by Approximation Set Coding,"Benjamin Fischer, Nico Gorbach, Stefan Bauer, Yatao Bian, Joachim M. Buhmann",http://arxiv.org/pdf/1610.00907v1,No journal ref found,none,stat.ML,Summary13557,1610.01492v1,2016-10-05T15:58:18Z,Recovering Multiple Nonnegative Time Series From a Few Temporal Aggregates,"Jiali Mei, Yohann De Castro, Yannig Goude, Georges Hébrail",http://arxiv.org/pdf/1610.01492v1,No journal ref found,none,stat.ML,Summary13558,1610.01766v2,2016-10-06T07:56:11Z,Constrained Maximum Correntropy Adaptive Filtering,"Siyuan Peng, Badong Chen, Lei Sun, Zhiping Lin, Wee Ser",http://arxiv.org/pdf/1610.01766v2,No journal ref found,none,stat.ML,Summary13559,1610.02287v3,2016-10-07T13:55:35Z,The Generalized Reparameterization Gradient,"Francisco J. R. Ruiz, Michalis K. Titsias, David M. Blei",http://arxiv.org/pdf/1610.02287v3,No journal ref found,none,stat.ML,Summary13560,1610.02490v3,2016-10-08T06:13:50Z,A nonparametric sequential test for online randomized experiments,"Vineet Abhishek, Shie Mannor",http://arxiv.org/pdf/1610.02490v3,No journal ref found,none,stat.ML,Summary13561,1610.02920v2,2016-10-10T14:02:30Z,Generative Adversarial Nets from a Density Ratio Estimation Perspective,"Masatoshi Uehara, Issei Sato, Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo",http://arxiv.org/pdf/1610.02920v2,No journal ref found,none,stat.ML,Summary13562,1610.03113v1,2016-10-10T22:11:43Z,Truncated Variational Expectation Maximization,Jörg Lücke,http://arxiv.org/pdf/1610.03113v1,No journal ref found,none,stat.ML,Summary13563,1610.03276v1,2016-10-11T11:06:28Z,Assisted Dictionary Learning for fMRI Data Analysis,"Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis",http://arxiv.org/pdf/1610.03276v1,No journal ref found,none,stat.ML,Summary13564,1610.03425v2,2016-10-11T17:01:15Z,Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach,"John Duchi, Peter Glynn, Hongseok Namkoong",http://arxiv.org/pdf/1610.03425v2,No journal ref found,none,stat.ML,Summary13565,1610.04181v5,2016-10-13T17:14:33Z,Removal of Batch Effects using Distribution-Matching Residual Networks,"Uri Shaham, Kelly P. Stanton, Jun Zhao, Huamin Li, Khadir Raddassi, Ruth Montgomery, Yuval Kluger",http://arxiv.org/pdf/1610.04181v5,No journal ref found,none,stat.ML,Summary13566,1610.04751v1,2016-10-15T16:04:49Z,Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model,"Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron",http://arxiv.org/pdf/1610.04751v1,No journal ref found,none,stat.ML,Summary13567,1610.04798v1,2016-10-15T23:39:45Z,Communication-efficient Distributed Sparse Linear Discriminant Analysis,"Lu Tian, Quanquan Gu",http://arxiv.org/pdf/1610.04798v1,No journal ref found,none,stat.ML,Summary13568,1610.04811v2,2016-10-16T02:28:08Z,Estimation of low rank density matrices by Pauli measurements,Dong Xia,http://arxiv.org/pdf/1610.04811v2,No journal ref found,none,stat.ML,Summary13569,1610.05163v1,2016-10-17T15:25:56Z,Spatio-temporal Gaussian processes modeling of dynamical systems in systems biology,"Mu Niu, Zhenwen Dai, Neil Lawrence, Kolja Becker",http://arxiv.org/pdf/1610.05163v1,No journal ref found,none,stat.ML,Summary13570,1610.05247v1,2016-10-17T18:24:30Z,Black-box Importance Sampling,"Qiang Liu, Jason D. Lee",http://arxiv.org/pdf/1610.05247v1,No journal ref found,none,stat.ML,Summary13571,1610.05275v1,2016-10-17T19:16:39Z,A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation,"Lingxiao Wang, Xiao Zhang, Quanquan Gu",http://arxiv.org/pdf/1610.05275v1,No journal ref found,none,stat.ML,Summary13572,1610.05392v3,2016-10-18T01:09:19Z,AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models,"Karl Krauth, Edwin V. Bonilla, Kurt Cutajar, Maurizio Filippone",http://arxiv.org/pdf/1610.05392v3,No journal ref found,none,stat.ML,Summary13573,1610.05950v1,2016-10-19T10:23:55Z,Consistent Kernel Mean Estimation for Functions of Random Variables,"Carl-Johann Simon-Gabriel, Adam Ścibior, Ilya Tolstikhin, Bernhard Schölkopf",http://arxiv.org/pdf/1610.05950v1,No journal ref found,none,stat.ML,Summary13574,1610.05956v1,2016-10-19T10:52:07Z,Clustering by connection center evolution,"Xiurui Geng, Hairong Tang",http://arxiv.org/pdf/1610.05956v1,No journal ref found,none,stat.ML,Summary13575,1610.06194v1,2016-10-19T20:09:51Z,Robust and Parallel Bayesian Model Selection,"Michael Zhang, Henry Lam, Lizhen Lin",http://arxiv.org/pdf/1610.06194v1,No journal ref found,none,stat.ML,Summary13576,1610.06235v1,2016-10-19T21:53:07Z,Enhancing ICA Performance by Exploiting Sparsity: Application to FMRI Analysis,"Zois Boukouvalas, Yuri Levin-Schwartz, Tulay Adali",http://arxiv.org/pdf/1610.06235v1,No journal ref found,none,stat.ML,Summary13577,1610.06545v3,2016-10-20T19:16:10Z,Revisiting Classifier Two-Sample Tests,"David Lopez-Paz, Maxime Oquab",http://arxiv.org/pdf/1610.06545v3,No journal ref found,none,stat.ML,Summary13578,1610.06665v1,2016-10-21T04:28:15Z,On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators,"Changyou Chen, Nan Ding, Lawrence Carin",http://arxiv.org/pdf/1610.06665v1,No journal ref found,none,stat.ML,Summary13579,1610.06902v1,2016-10-21T19:27:48Z,Dictionary Learning Strategies for Compressed Fiber Sensing Using a Probabilistic Sparse Model,"Christian Weiss, Abdelhak M. Zoubir",http://arxiv.org/pdf/1610.06902v1,No journal ref found,none,stat.ML,Summary13580,1610.06949v1,2016-10-21T20:50:47Z,Mean-Field Variational Inference for Gradient Matching with Gaussian Processes,"Nico S. Gorbach, Stefan Bauer, Joachim M. Buhmann",http://arxiv.org/pdf/1610.06949v1,No journal ref found,none,stat.ML,Summary13581,1610.07104v1,2016-10-22T23:08:01Z,Independent Component Analysis by Entropy Maximization with Kernels,"Zois Boukouvalas, Rami Mowakeaa, Geng-Shen Fu, Tulay Adali",http://arxiv.org/pdf/1610.07104v1,No journal ref found,none,stat.ML,Summary13582,1610.07216v2,2016-10-23T18:43:44Z,Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity,"Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar",http://arxiv.org/pdf/1610.07216v2,No journal ref found,none,stat.ML,Summary13583,1610.07262v2,2016-10-24T01:57:59Z,Bayesian Nonparametric Modeling of Heterogeneous Groups of Censored Data,"Alexandre Piché, Russell Steele, Ian Shrier, Stephanie Long",http://arxiv.org/pdf/1610.07262v2,No journal ref found,none,stat.ML,Summary13584,1610.07407v3,2016-10-24T13:40:26Z,"C-mix: a high dimensional mixture model for censored durations, with applications to genetic data","Simon Bussy, Agathe Guilloux, Stéphane Gaïffas, Anne-Sophie Jannot",http://arxiv.org/pdf/1610.07407v3,No journal ref found,none,stat.ML,Summary13585,1610.08035v2,2016-10-25T19:39:35Z,Parallelizable sparse inverse formulation Gaussian processes (SpInGP),"Alexander Grigorievskiy, Neil Lawrence, Simo Särkkä",http://arxiv.org/pdf/1610.08035v2,No journal ref found,none,stat.ML,Summary13586,1610.08074v1,2016-10-25T20:09:42Z,Gaussian Process Kernels for Popular State-Space Time Series Models,"Alexander Grigorievskiy, Juha Karhunen",http://arxiv.org/pdf/1610.08074v1,No journal ref found,none,stat.ML,Summary13587,1610.08189v1,2016-10-26T06:12:17Z,Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks,"Yanning Shen, Brian Baingana, Georgios B. Giannakis",http://arxiv.org/pdf/1610.08189v1,No journal ref found,none,stat.ML,Summary13588,1610.08466v1,2016-10-26T19:08:04Z,Recurrent switching linear dynamical systems,"Scott W. Linderman, Andrew C. Miller, Ryan P. Adams, David M. Blei, Liam Paninski, Matthew J. Johnson",http://arxiv.org/pdf/1610.08466v1,No journal ref found,none,stat.ML,Summary13589,1610.08623v1,2016-10-27T05:39:03Z,Poisson intensity estimation with reproducing kernels,"Seth Flaxman, Yee Whye Teh, Dino Sejdinovic",http://arxiv.org/pdf/1610.08623v1,No journal ref found,none,stat.ML,Summary13590,1610.08637v1,2016-10-27T07:04:21Z,Statistical Inference for Model Parameters in Stochastic Gradient Descent,"Xi Chen, Jason D. Lee, Xin T. Tong, Yichen Zhang",http://arxiv.org/pdf/1610.08637v1,No journal ref found,none,stat.ML,Summary13591,1610.08733v1,2016-10-27T12:08:10Z,GPflow: A Gaussian process library using TensorFlow,"Alexander G. de G. Matthews, Mark van der Wilk, Tom Nickson, Keisuke Fujii, Alexis Boukouvalas, Pablo León-Villagrá, Zoubin Ghahramani, James Hensman",http://arxiv.org/pdf/1610.08733v1,No journal ref found,none,stat.ML,Summary13592,1610.08813v1,2016-10-27T14:45:47Z,Sparse Signal Subspace Decomposition Based on Adaptive Over-complete Dictionary,"Hong Sun, Chengwei Sang, Didier Le Ruyet",http://arxiv.org/pdf/1610.08813v1,No journal ref found,none,stat.ML,Summary13593,1610.08928v1,2016-10-27T19:00:22Z,Rapid Posterior Exploration in Bayesian Non-negative Matrix Factorization,"M. Arjumand Masood, Finale Doshi-Velez",http://arxiv.org/pdf/1610.08928v1,No journal ref found,none,stat.ML,Summary13594,1610.09034v1,2016-10-27T23:35:57Z,Geometric Dirichlet Means algorithm for topic inference,"Mikhail Yurochkin, XuanLong Nguyen",http://arxiv.org/pdf/1610.09034v1,No journal ref found,none,stat.ML,Summary13595,1610.09490v1,2016-10-29T11:28:56Z,A general multiblock method for structured variable selection,"Tommy Löfstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Nicolas Raymond, Edouard Duchesney, Vincent Frouin, Arthur Tenenhaus",http://arxiv.org/pdf/1610.09490v1,No journal ref found,none,stat.ML,Summary13596,1610.09600v2,2016-10-30T03:21:05Z,Sparse interpretable estimators for cyclic arrival rates,"Ningyuan Chen, Donald K. K. Lee, Sahand Negahban",http://arxiv.org/pdf/1610.09600v2,No journal ref found,none,stat.ML,Summary13597,1610.09659v1,2016-10-30T15:03:51Z,"Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering","Gautier Marti, Sebastien Andler, Frank Nielsen, Philippe Donnat",http://arxiv.org/pdf/1610.09659v1,No journal ref found,none,stat.ML,Summary13598,1610.09838v1,2016-10-31T09:24:28Z,Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes,"Luca Ambrogioni, Eric Maris",http://arxiv.org/pdf/1610.09838v1,No journal ref found,none,stat.ML,Summary13599,1610.10025v3,2016-10-31T17:26:27Z,Function Driven Diffusion for Counterfactual Inference,Alexander Cloninger,http://arxiv.org/pdf/1610.10025v3,No journal ref found,none,stat.ML,Summary13600,1611.00261v1,2016-11-01T15:08:09Z,Causal Compression,"Aleksander Wieczorek, Volker Roth",http://arxiv.org/pdf/1611.00261v1,No journal ref found,none,stat.ML,Summary13601,1611.00555v1,2016-11-02T11:45:34Z,Sensitivity Maps of the Hilbert-Schmidt Independence Criterion,"Adrián Pérez-Suay, Gustau Camps-Valls",http://arxiv.org/pdf/1611.00555v1,No journal ref found,none,stat.ML,Summary13602,1611.00565v1,2016-11-02T12:08:41Z,Learning Methods for Dynamic Topic Modeling in Automated Behaviour Analysis,"Olga Isupova, Danil Kuzin, Lyudmila Mihaylova",http://arxiv.org/pdf/1611.00565v1,No journal ref found,none,stat.ML,Summary13603,1611.00798v1,2016-11-02T20:49:38Z,Cross-validation based Nonlinear Shrinkage,Daniel Bartz,http://arxiv.org/pdf/1611.00798v1,No journal ref found,none,stat.ML,Summary13604,1611.00817v1,2016-11-02T21:26:26Z,Gaussian Processes for Survival Analysis,"Tamara Fernández, Nicolás Rivera, Yee Whye Teh",http://arxiv.org/pdf/1611.00817v1,No journal ref found,none,stat.ML,Summary13605,1611.00866v1,2016-11-03T02:57:26Z,Tensor Decomposition via Variational Auto-Encoder,"Bin Liu, Zenglin Xu, Yingming Li",http://arxiv.org/pdf/1611.00866v1,No journal ref found,none,stat.ML,Summary13606,1611.01096v1,2016-11-03T17:10:51Z,Spectral community detection in heterogeneous large networks,"Hafiz Tiomoko Ali, Romain Couillet",http://arxiv.org/pdf/1611.01096v1,No journal ref found,none,stat.ML,Summary13607,1611.01900v1,2016-11-07T06:06:45Z,Optimal rates for the regularized learning algorithms under general source condition,S. Sivananthan Abhishake,http://arxiv.org/pdf/1611.01900v1,No journal ref found,none,stat.ML,Summary13608,1611.02440v1,2016-11-08T09:17:17Z,A Bayesian optimization approach to find Nash equilibria,"Victor Picheny, Mickael Binois, Abderrahmane Habbal",http://arxiv.org/pdf/1611.02440v1,No journal ref found,none,stat.ML,Summary13609,1611.03531v1,2016-11-10T22:04:13Z,Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning,"Daniel J. Luckett, Eric B. Laber, Anna R. Kahkoska, David M. Maahs, Elizabeth Mayer-Davis, Michael R. Kosorok",http://arxiv.org/pdf/1611.03531v1,No journal ref found,none,stat.ML,Summary13610,1611.03979v1,2016-11-12T09:51:28Z,"Kernel regression, minimax rates and effective dimensionality: beyond the regular case","Gilles Blanchard, Nicole Mücke",http://arxiv.org/pdf/1611.03979v1,No journal ref found,none,stat.ML,Summary13611,1611.04067v2,2016-11-13T02:14:01Z,Error Metrics for Learning Reliable Manifolds from Streaming Data,"Frank Schoeneman, Suchismit Mahapatra, Varun Chandola, Nils Napp, Jaroslaw Zola",http://arxiv.org/pdf/1611.04067v2,No journal ref found,none,stat.ML,Summary13612,1611.04208v2,2016-11-13T23:54:03Z,Joint mean and covariance estimation with unreplicated matrix-variate data,"Michael Hornstein, Roger Fan, Kerby Shedden, Shuheng Zhou",http://arxiv.org/pdf/1611.04208v2,No journal ref found,none,stat.ML,Summary13613,1611.04790v1,2016-11-15T11:17:33Z,Improved Particle Filters for Vehicle Localisation,"Kira Kempinska, John Shawe-Taylor",http://arxiv.org/pdf/1611.04790v1,No journal ref found,none,stat.ML,Summary13614,1611.05433v1,2016-11-16T20:40:19Z,ROS Regression: Integrating Regularization and Optimal Scaling Regression,"Jacqueline J. Meulman, Anita J. van der Kooij",http://arxiv.org/pdf/1611.05433v1,No journal ref found,none,stat.ML,Summary13615,1611.05940v2,2016-11-18T01:11:34Z,Finding Alternate Features in Lasso,"Satoshi Hara, Takanori Maehara",http://arxiv.org/pdf/1611.05940v2,No journal ref found,none,stat.ML,Summary13616,1611.06740v1,2016-11-21T11:57:38Z,Variational Fourier features for Gaussian processes,"James Hensman, Nicolas Durrande, Arno Solin",http://arxiv.org/pdf/1611.06740v1,No journal ref found,none,stat.ML,Summary13617,1611.06800v1,2016-11-21T14:20:04Z,MDL-motivated compression of GLM ensembles increases interpretability and retains predictive power,"Boris Hayete, Matthew Valko, Alex Greenfield, Raymond Yan",http://arxiv.org/pdf/1611.06800v1,No journal ref found,none,stat.ML,Summary13618,1611.07051v1,2016-11-21T21:03:01Z,Gaussian Process Structure Learning via Probabilistic Inverse Compilation,"Ulrich Schaechtle, Vikash K. Mansinghka",http://arxiv.org/pdf/1611.07051v1,No journal ref found,none,stat.ML,Summary13619,1611.07161v1,2016-11-22T06:41:57Z,Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models,"Xinyu He, Warren B. Powell",http://arxiv.org/pdf/1611.07161v1,No journal ref found,none,stat.ML,Summary13620,1611.07460v1,2016-11-22T18:53:32Z,Poisson Random Fields for Dynamic Feature Models,"Valerio Perrone, Paul A. Jenkins, Dario Spano, Yee Whye Teh",http://arxiv.org/pdf/1611.07460v1,No journal ref found,none,stat.ML,Summary13621,1611.07663v1,2016-11-23T07:09:04Z,Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation,"Himabindu Lakkaraju, Cynthia Rudin",http://arxiv.org/pdf/1611.07663v1,No journal ref found,none,stat.ML,Summary13622,1611.09139v1,2016-11-28T14:34:15Z,Proceedings of NIPS 2016 Workshop on Interpretable Machine Learning for Complex Systems,"Andrew Gordon Wilson, Been Kim, William Herlands",http://arxiv.org/pdf/1611.09139v1,No journal ref found,none,stat.ML,Summary13623,1611.09706v1,2016-11-29T16:23:18Z,Probabilistic map-matching using particle filters,"Kira Kempinska, Toby Davies, John Shawe-Taylor",http://arxiv.org/pdf/1611.09706v1,No journal ref found,none,stat.ML,Summary13624,1611.10073v1,2016-11-30T10:02:01Z,Complex-valued Gaussian Process Regression for Time Series Analysis,"Luca Ambrogioni, Eric Maris",http://arxiv.org/pdf/1611.10073v1,No journal ref found,none,stat.ML,Summary13625,1611.10349v1,2016-11-30T20:45:23Z,Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression,"Han Chen, Garvesh Raskutti, Ming Yuan",http://arxiv.org/pdf/1611.10349v1,No journal ref found,none,stat.ML,Summary13626,1612.00081v1,2016-11-30T23:55:57Z,Two Methods For Wild Variational Inference,"Qiang Liu, Yihao Feng",http://arxiv.org/pdf/1612.00081v1,No journal ref found,none,stat.ML,Summary13627,1612.00555v1,2016-12-02T03:35:48Z,Transfer Learning via Latent Factor Modeling to Improve Prediction of Surgical Complications,"Elizabeth C Lorenzi, Zhifei Sun, Erich Huang, Ricardo Henao, Katherine A Heller",http://arxiv.org/pdf/1612.00555v1,No journal ref found,none,stat.ML,Summary13628,1612.00595v2,2016-12-02T08:53:02Z,Parallel Chromatic MCMC with Spatial Partitioning,"Jun Song, David A. Moore",http://arxiv.org/pdf/1612.00595v2,No journal ref found,none,stat.ML,Summary13629,1612.01490v2,2016-12-05T19:27:59Z,Whiteout: Gaussian Adaptive Regularization Noise in Deep Neural Networks,"Yinan Li, Ruoyi Xu, Fang Liu",http://arxiv.org/pdf/1612.01490v2,No journal ref found,none,stat.ML,Summary13630,1612.01678v1,2016-12-06T06:07:55Z,Supervised topic models for clinical interpretability,"Michael C. Hughes, Huseyin Melih Elibol, Thomas McCoy, Roy Perlis, Finale Doshi-Velez",http://arxiv.org/pdf/1612.01678v1,No journal ref found,none,stat.ML,Summary13631,1612.02528v1,2016-12-08T04:28:59Z,Smoothing Effects of Bagging: Von Mises Expansions of Bagged Statistical Functionals,"Andreas Buja, Werner Stuetzle",http://arxiv.org/pdf/1612.02528v1,No journal ref found,none,stat.ML,Summary13632,1612.03080v1,2016-12-08T12:30:21Z,Characterizing the maximum parameter of the total-variation denoising through the pseudo-inverse of the divergence,"Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon, Samuel Vaiter",http://arxiv.org/pdf/1612.03080v1,No journal ref found,none,stat.ML,Summary13633,1612.03409v1,2016-12-11T13:31:58Z,A New Spectral Method for Latent Variable Models,"Matteo Ruffini, Marta Casanellas, Ricard Gavaldà",http://arxiv.org/pdf/1612.03409v1,No journal ref found,none,stat.ML,Summary13634,1612.03957v2,2016-12-12T22:36:04Z,Monte Carlo Structured SVI for Non-Conjugate Models,"Rishit Sheth, Roni Khardon",http://arxiv.org/pdf/1612.03957v2,No journal ref found,none,stat.ML,Summary13635,1612.04875v1,2016-12-14T23:11:49Z,Robust Local Scaling using Conditional Quantiles of Graph Similarities,"Jayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Bhavya Kailkhura",http://arxiv.org/pdf/1612.04875v1,No journal ref found,none,stat.ML,Summary13636,1612.05519v2,2016-12-16T15:57:28Z,Edge-exchangeable graphs and sparsity (NIPS 2016),"Diana Cai, Trevor Campbell, Tamara Broderick",http://arxiv.org/pdf/1612.05519v2,No journal ref found,none,stat.ML,Summary13637,1612.05678v1,2016-12-16T23:05:31Z,Causal Discovery as Semi-Supervised Learning,"Chris. J. Oates, Sach Mukherjee",http://arxiv.org/pdf/1612.05678v1,No journal ref found,none,stat.ML,Summary13638,1612.05907v1,2016-12-18T12:41:08Z,Optimal tuning for divide-and-conquer kernel ridge regression with massive data,"Ganggang Xu, Zuofeng Shang, Guang Cheng",http://arxiv.org/pdf/1612.05907v1,No journal ref found,none,stat.ML,Summary13639,1612.06061v1,2016-12-19T06:59:40Z,Mixing Times and Structural Inference for Bernoulli Autoregressive Processes,"Dimitrios Katselis, Carolyn L. Beck, R. Srikant",http://arxiv.org/pdf/1612.06061v1,No journal ref found,none,stat.ML,Summary13640,1612.08915v1,2016-12-28T16:12:28Z,Bayesian Optimization with Shape Constraints,"Michael Jauch, Víctor Peña",http://arxiv.org/pdf/1612.08915v1,No journal ref found,none,stat.ML,Summary13641,1612.08932v1,2016-12-28T17:17:08Z,Optimal bandwidth estimation for a fast manifold learning algorithm to detect circular structure in high-dimensional data,"Susovan Pal, Praneeth Vepakomma",http://arxiv.org/pdf/1612.08932v1,No journal ref found,none,stat.ML,Summary13642,1612.09297v1,2016-12-29T20:57:32Z,Communication-efficient Distributed Estimation and Inference for Transelliptical Graphical Models,"Pan Xu, Lu Tian, Quanquan Gu",http://arxiv.org/pdf/1612.09297v1,No journal ref found,none,stat.ML,Summary13643,1612.09466v1,2016-12-30T11:57:31Z,Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation,"Xiao-Feng Gong, Qiu-Hua Lin, Feng-Yu Cong, Lieven De Lathauwer",http://arxiv.org/pdf/1612.09466v1,No journal ref found,none,stat.ML,Summary13644,1701.00422v2,2017-01-02T15:37:46Z,Towards multiple kernel principal component analysis for integrative analysis of tumor samples,"Nora K. Speicher, Nico Pfeifer",http://arxiv.org/pdf/1701.00422v2,No journal ref found,none,stat.ML,Summary13645,1701.00481v2,2017-01-02T18:58:38Z,Stochastic Variance-reduced Gradient Descent for Low-rank Matrix Recovery from Linear Measurements,"Xiao Zhang, Lingxiao Wang, Quanquan Gu",http://arxiv.org/pdf/1701.00481v2,No journal ref found,none,stat.ML,Summary13646,1701.01064v2,2017-01-04T16:24:12Z,Optimal Low-Rank Dynamic Mode Decomposition,"Patrick Héas, Cédric Herzet",http://arxiv.org/pdf/1701.01064v2,No journal ref found,none,stat.ML,Summary13647,1701.01437v1,2017-01-06T14:58:34Z,NIPS 2016 Workshop on Representation Learning in Artificial and Biological Neural Networks (MLINI 2016),"Leila Wehbe, Anwar Nunez-Elizalde, Marcel van Gerven, Irina Rish, Brian Murphy, Moritz Grosse-Wentrup, Georg Langs, Guillermo Cecchi",http://arxiv.org/pdf/1701.01437v1,No journal ref found,none,stat.ML,Summary13648,1701.01582v2,2017-01-06T09:30:22Z,Learning Sparse Structural Changes in High-dimensional Markov Networks: A Review on Methodologies and Theories,"Song Liu, Kenji Fukumizu, Taiji Suzuki",http://arxiv.org/pdf/1701.01582v2,No journal ref found,none,stat.ML,Summary13649,1701.02071v1,2017-01-09T06:34:00Z,Optimal statistical decision for Gaussian graphical model selection,"Valery A. Kalyagin, Alexander P. Koldanov, Petr A. Koldanov, Panos M. Pardalos",http://arxiv.org/pdf/1701.02071v1,No journal ref found,none,stat.ML,Summary13650,1701.02301v2,2017-01-09T18:56:56Z,A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery,"Lingxiao Wang, Xiao Zhang, Quanquan Gu",http://arxiv.org/pdf/1701.02301v2,No journal ref found,none,stat.ML,Summary13651,1701.02967v1,2017-01-11T13:36:34Z,A Large Dimensional Analysis of Least Squares Support Vector Machines,"Zhenyu Liao, Romain Couillet",http://arxiv.org/pdf/1701.02967v1,No journal ref found,none,stat.ML,Summary13652,1701.03755v1,2017-01-13T17:49:47Z,What Can I Do Now? Guiding Users in a World of Automated Decisions,Matthias Gallé,http://arxiv.org/pdf/1701.03755v1,No journal ref found,none,stat.ML,Summary13653,1701.04207v1,2017-01-16T09:15:12Z,Sparse Kernel Canonical Correlation Analysis via $\ell_1$-regularization,"Xiaowei Zhang, Delin Chu, Li-Zhi Liao, Michael K. Ng",http://arxiv.org/pdf/1701.04207v1,No journal ref found,none,stat.ML,Summary13654,1701.04342v1,2017-01-16T16:03:14Z,Datenqualität in Regressionsproblemen,"Wolfgang Doneit, Ralf Mikut, Markus Reischl",http://arxiv.org/pdf/1701.04342v1,No journal ref found,none,stat.ML,Summary13655,1701.04532v1,2017-01-17T05:20:38Z,Multi-view Regularized Gaussian Processes,"Qiuyang Liu, Shiliang Sun",http://arxiv.org/pdf/1701.04532v1,No journal ref found,none,stat.ML,Summary13656,1701.05305v2,2017-01-19T05:58:05Z,Random Forest Missing Data Algorithms,"Fei Tang, Hemant Ishwaran",http://arxiv.org/pdf/1701.05305v2,No journal ref found,none,stat.ML,Summary13657,1701.05306v2,2017-01-19T06:11:14Z,Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods,"Min Lu, Saad Sadiq, Daniel J. Feaster, Hemant Ishwaran",http://arxiv.org/pdf/1701.05306v2,No journal ref found,none,stat.ML,Summary13658,1701.05672v1,2017-01-20T03:38:57Z,Stability Enhanced Large-Margin Classifier Selection,"Will Wei Sun, Guang Cheng, Yufeng Liu",http://arxiv.org/pdf/1701.05672v1,No journal ref found,none,stat.ML,Summary13659,1701.06508v1,2017-01-23T17:09:34Z,The Impact of Random Models on Clustering Similarity,"Alexander J Gates, Yong-Yeol Ahn",http://arxiv.org/pdf/1701.06508v1,No journal ref found,none,stat.ML,Summary13660,1701.06597v1,2017-01-23T19:28:30Z,Iterative Thresholding for Demixing Structured Superpositions in High Dimensions,"Mohammadreza Soltani, Chinmay Hegde",http://arxiv.org/pdf/1701.06597v1,No journal ref found,none,stat.ML,Summary13661,1701.06607v1,2017-01-23T19:55:50Z,Stable Recovery Of Sparse Vectors From Random Sinusoidal Feature Maps,"Mohammadreza Soltani, Chinmay Hegde",http://arxiv.org/pdf/1701.06607v1,No journal ref found,none,stat.ML,Summary13662,1701.06749v1,2017-01-24T06:59:26Z,Robust mixture modelling using sub-Gaussian stable distribution,"Mahdi Teimouri, Saeid Rezakhah, Adel Mohammdpour",http://arxiv.org/pdf/1701.06749v1,No journal ref found,none,stat.ML,Summary13663,1701.07920v1,2017-01-27T01:43:10Z,Subset Selection for Multiple Linear Regression via Optimization,"Young Woong Park, Diego Klabjan",http://arxiv.org/pdf/1701.07920v1,No journal ref found,none,stat.ML,Summary13664,1701.07926v2,2017-01-27T02:45:58Z,Boosting hazard regression with time-varying covariates,"Donald K. K. Lee, Ningyuan Chen",http://arxiv.org/pdf/1701.07926v2,No journal ref found,none,stat.ML,Summary13665,1701.08916v1,2017-01-31T05:04:55Z,Statistical Archetypal Analysis,"Chenyue Wu, Esteban G. Tabak",http://arxiv.org/pdf/1701.08916v1,No journal ref found,none,stat.ML,Summary13666,1702.01000v1,2017-02-03T13:33:32Z,Sharp Convergence Rates for Forward Regression in High-Dimensional Sparse Linear Models,Damian Kozbur,http://arxiv.org/pdf/1702.01000v1,No journal ref found,none,stat.ML,Summary13667,1702.01125v1,2017-02-03T19:13:38Z,Energy Prediction using Spatiotemporal Pattern Networks,"Zhanhong Jiang, Chao Liu, Adedotun Akintayo, Gregor Henze, Soumik Sarkar",http://arxiv.org/pdf/1702.01125v1,No journal ref found,none,stat.ML,Summary13668,1702.01145v1,2017-02-03T20:10:24Z,Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning,"Kirthevasan Kandasamy, Jeff Schneider, Barnabás Póczos",http://arxiv.org/pdf/1702.01145v1,No journal ref found,none,stat.ML,Summary13669,1702.01414v1,2017-02-05T15:36:13Z,Shape-Based Approach to Household Load Curve Clustering and Prediction,"Thanchanok Teeraratkul, Daniel ONeill, Sanjay Lall",http://arxiv.org/pdf/1702.01414v1,No journal ref found,none,stat.ML,Summary13670,1702.01811v1,2017-02-06T22:34:44Z,Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data,"Adedotun Akintayo, Soumik Sarkar",http://arxiv.org/pdf/1702.01811v1,No journal ref found,none,stat.ML,Summary13671,1702.02165v1,2017-02-07T19:08:41Z,Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis,"Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Iscar, Joaquín Ortega",http://arxiv.org/pdf/1702.02165v1,No journal ref found,none,stat.ML,Summary13672,1702.02715v2,2017-02-09T06:09:48Z,A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models,"Beilun Wang, Ji Gao, Yanjun Qi",http://arxiv.org/pdf/1702.02715v2,No journal ref found,none,stat.ML,Summary13673,1702.03522v2,2017-02-12T13:15:03Z,Spectral Clustering via Graph Filtering: Consistency on the High-Dimensional Stochastic Block Model,"Muni Sreenivas Pydi, Ambedkar Dukkipati",http://arxiv.org/pdf/1702.03522v2,No journal ref found,none,stat.ML,Summary13674,1702.03537v1,2017-02-12T16:13:29Z,Supervised Learning for Controlled Dynamical System Learning,"Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon",http://arxiv.org/pdf/1702.03537v1,No journal ref found,none,stat.ML,Summary13675,1702.03994v1,2017-02-13T21:47:56Z,metboost: Exploratory regression analysis with hierarchically clustered data,"Patrick J. Miller, Daniel B. McArtor, Gitta H. Lubke",http://arxiv.org/pdf/1702.03994v1,No journal ref found,none,stat.ML,Summary13676,1702.04018v1,2017-02-13T23:20:22Z,Intercomparison of Machine Learning Methods for Statistical Downscaling: The Case of Daily and Extreme Precipitation,"Thomas Vandal, Evan Kodra, Auroop R Ganguly",http://arxiv.org/pdf/1702.04018v1,No journal ref found,none,stat.ML,Summary13677,1702.04407v2,2017-02-14T22:32:01Z,Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data,"Boris P. Hejblum, Chariff Alkhassim, Raphael Gottardo, François Caron, Rodolphe Thiébaut",http://arxiv.org/pdf/1702.04407v2,No journal ref found,none,stat.ML,Summary13678,1702.04775v1,2017-02-15T21:11:36Z,Bayesian Additive Adaptive Basis Tensor Product Models for Modeling High Dimensional Surfaces: An application to high-throughput toxicity testing,Matthew W. Wheeler,http://arxiv.org/pdf/1702.04775v1,No journal ref found,none,stat.ML,Summary13679,1702.05037v1,2017-02-16T16:19:56Z,Additive Models with Trend Filtering,"Veeranjaneyulu Sadhanala, Ryan J. Tibshirani",http://arxiv.org/pdf/1702.05037v1,No journal ref found,none,stat.ML,Summary13680,1702.05243v1,2017-02-17T07:37:46Z,Estimating Nonlinear Dynamics with the ConvNet Smoother,"Luca Ambrogioni, Umut Güçlü, Eric Maris, Marcel van Gerven",http://arxiv.org/pdf/1702.05243v1,No journal ref found,none,stat.ML,Summary13681,1702.05289v1,2017-02-17T10:25:24Z,Observable dictionary learning for high-dimensional statistical inference,"Lionel Mathelin, Kévin Kasper, Hisham Abou-Kandil",http://arxiv.org/pdf/1702.05289v1,No journal ref found,none,stat.ML,Summary13682,1702.05683v2,2017-02-19T00:39:06Z,SAGA and Restricted Strong Convexity,"Chao Qu, Yan Li, Huan Xu",http://arxiv.org/pdf/1702.05683v2,No journal ref found,none,stat.ML,Summary13683,1702.05777v3,2017-02-19T18:12:51Z,Exponentially vanishing sub-optimal local minima in multilayer neural networks,"Daniel Soudry, Elad Hoffer",http://arxiv.org/pdf/1702.05777v3,No journal ref found,none,stat.ML,Summary13684,1702.06209v1,2017-02-20T23:38:40Z,Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores,"Jelena Bradic, Mladen Kolar",http://arxiv.org/pdf/1702.06209v1,No journal ref found,none,stat.ML,Summary13685,1702.06234v1,2017-02-21T01:25:51Z,On a Class of First-order Primal-Dual Algorithms for Composite Convex Minimization Problems,"Seyoon Ko, Donghyeon Yu, Joong-Ho Won",http://arxiv.org/pdf/1702.06234v1,No journal ref found,none,stat.ML,Summary13686,1702.06278v1,2017-02-21T06:42:28Z,Column normalization of a random measurement matrix,Shahar Mendelson,http://arxiv.org/pdf/1702.06278v1,No journal ref found,none,stat.ML,Summary13687,1702.06525v1,2017-02-21T18:56:42Z,A Nonconvex Free Lunch for Low-Rank plus Sparse Matrix Recovery,"Xiao Zhang, Lingxiao Wang, Quanquan Gu",http://arxiv.org/pdf/1702.06525v1,No journal ref found,none,stat.ML,Summary13688,1702.07066v1,2017-02-23T02:08:51Z,A Unified Parallel Algorithm for Regularized Group PLS Scalable to Big Data,"Pierre Lafaye de Micheaux, Benoit Liquet, Matthew Sutton",http://arxiv.org/pdf/1702.07066v1,No journal ref found,none,stat.ML,Summary13689,1702.07190v1,2017-02-23T12:19:31Z,Spectral Clustering using PCKID - A Probabilistic Cluster Kernel for Incomplete Data,"Sigurd Løkse, Filippo Maria Bianchi, Arnt-Børre Salberg, Robert Jenssen",http://arxiv.org/pdf/1702.07190v1,No journal ref found,none,stat.ML,Summary13690,1702.07254v1,2017-02-23T15:10:15Z,Sobolev Norm Learning Rates for Regularized Least-Squares Algorithm,"Simon Fischer, Ingo Steinwart",http://arxiv.org/pdf/1702.07254v1,No journal ref found,none,stat.ML,Summary13691,1702.07398v2,2017-02-23T21:29:13Z,Deep Nonparametric Estimation of Discrete Conditional Distributions via Smoothed Dyadic Partitioning,"Wesley Tansey, Karl Pichotta, James G. Scott",http://arxiv.org/pdf/1702.07398v2,No journal ref found,none,stat.ML,Summary13692,1702.07405v1,2017-02-23T21:58:27Z,GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification,"Wesley Tansey, James G. Scott",http://arxiv.org/pdf/1702.07405v1,No journal ref found,none,stat.ML,Summary13693,1702.07608v1,2017-02-24T14:42:06Z,Microwave breast cancer detection using Empirical Mode Decomposition features,"Hongchao Song, Yunpeng Li, Mark Coates, Aidong Men",http://arxiv.org/pdf/1702.07608v1,No journal ref found,none,stat.ML,Summary13694,1702.08239v1,2017-02-27T11:26:33Z,Bayesian inference on random simple graphs with power law degree distributions,"Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi",http://arxiv.org/pdf/1702.08239v1,No journal ref found,none,stat.ML,Summary13695,1702.08320v1,2017-02-27T15:17:04Z,An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation,"Sinong Geng, Zhaobin Kuang, David Page",http://arxiv.org/pdf/1702.08320v1,No journal ref found,none,stat.ML,Summary13696,1702.08402v1,2017-02-27T17:48:46Z,Latent Correlation Gaussian Processes,"Sami Remes, Markus Heinonen, Samuel Kaski",http://arxiv.org/pdf/1702.08402v1,No journal ref found,none,stat.ML,Summary13697,1702.08420v1,2017-02-27T18:26:45Z,Embarrassingly parallel inference for Gaussian processes,"Michael M. Zhang, Sinead A. Williamson",http://arxiv.org/pdf/1702.08420v1,No journal ref found,none,stat.ML,Summary13698,1702.08848v1,2017-02-28T16:30:17Z,Distributionally Robust Semi-supervised Learning,"Jose Blanchet, Yang Kang",http://arxiv.org/pdf/1702.08848v1,No journal ref found,none,stat.ML,Summary13699,1703.00598v2,2017-03-02T03:23:01Z,The Second Order Linear Model,"Ming Lin, Shuang Qiu, Bin Hong, Jieping Ye",http://arxiv.org/pdf/1703.00598v2,No journal ref found,none,stat.ML,Summary13700,1703.00787v1,2017-03-02T14:02:03Z,Linearly constrained Gaussian processes,"Carl Jidling, Niklas Wahlström, Adrian Wills, Thomas B. Schön",http://arxiv.org/pdf/1703.00787v1,No journal ref found,none,stat.ML,Summary13701,1703.01056v1,2017-03-03T06:54:50Z,Gauge Optimization via ADMM for Approximate Inference,"Sungsoo Ahn, Michael Chertkov, Jinwoo Shin",http://arxiv.org/pdf/1703.01056v1,No journal ref found,none,stat.ML,Summary13702,1703.01444v1,2017-03-04T11:37:00Z,An unsupervised bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images,"Abdelghafour Halimi, Hadj Batatia, Jimmy Le Digabel, Gwendal Josse, Jean-Yves Tourneret",http://arxiv.org/pdf/1703.01444v1,No journal ref found,none,stat.ML,Summary13703,1703.01488v1,2017-03-04T16:28:15Z,Autoencoding Variational Inference For Topic Models,"Akash Srivastava, Charles Sutton",http://arxiv.org/pdf/1703.01488v1,No journal ref found,none,stat.ML,Summary13704,1703.01536v1,2017-03-04T23:43:36Z,A Statistical Machine Learning Approach to Yield Curve Forecasting,"Rajiv Sambasivan, Sourish Das",http://arxiv.org/pdf/1703.01536v1,No journal ref found,none,stat.ML,Summary13705,1703.01541v1,2017-03-05T01:30:28Z,Soft-DTW: a Differentiable Loss Function for Time-Series,"Marco Cuturi, Mathieu Blondel",http://arxiv.org/pdf/1703.01541v1,No journal ref found,none,stat.ML,Summary13706,1703.01785v1,2017-03-06T09:44:32Z,Forward and Reverse Gradient-Based Hyperparameter Optimization,"Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil",http://arxiv.org/pdf/1703.01785v1,No journal ref found,none,stat.ML,Summary13707,1703.01872v1,2017-03-06T13:59:39Z,Computational Eco-Systems for Handwritten Digits Recognition,"Antonio Loquercio, Francesca Della Torre, Massimo Buscema",http://arxiv.org/pdf/1703.01872v1,No journal ref found,none,stat.ML,Summary13708,1703.01925v1,2017-03-06T15:36:37Z,Grammar Variational Autoencoder,"Matt J. Kusner, Brooks Paige, José Miguel Hernández-Lobato",http://arxiv.org/pdf/1703.01925v1,No journal ref found,none,stat.ML,Summary13709,1703.01962v1,2017-03-06T16:42:05Z,Probabilistic Reduced-Order Modeling for Stochastic Partial Differential Equations,"Constantin Grigo, Phaedon-Stelios Koutsourelakis",http://arxiv.org/pdf/1703.01962v1,No journal ref found,none,stat.ML,Summary13710,1703.01968v1,2017-03-06T16:52:54Z,Max-value Entropy Search for Efficient Bayesian Optimization,"Zi Wang, Stefanie Jegelka",http://arxiv.org/pdf/1703.01968v1,No journal ref found,none,stat.ML,Summary13711,1703.01973v1,2017-03-06T17:01:19Z,Batched High-dimensional Bayesian Optimization via Structural Kernel Learning,"Zi Wang, Chengtao Li, Stefanie Jegelka, Pushmeet Kohli",http://arxiv.org/pdf/1703.01973v1,No journal ref found,none,stat.ML,Summary13712,cs/9308101v1,1993-08-01T00:00:00Z,Dynamic Backtracking,M. L. Ginsberg,http://arxiv.org/pdf/cs/9308101v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 25-46",none,cs.AI,Summary13713,cs/9308102v1,1993-08-01T00:00:00Z,A Market-Oriented Programming Environment and its Application to Distributed Multicommodity Flow Problems,M. P. Wellman,http://arxiv.org/pdf/cs/9308102v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 1-23",none,cs.AI,Summary13714,cs/9309101v1,1993-09-01T00:00:00Z,An Empirical Analysis of Search in GSAT,"I. P. Gent, T. Walsh",http://arxiv.org/pdf/cs/9309101v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 47-59",none,cs.AI,Summary13715,cs/9311101v1,1993-11-01T00:00:00Z,The Difficulties of Learning Logic Programs with Cut,"F. Bergadano, D. Gunetti, U. Trinchero",http://arxiv.org/pdf/cs/9311101v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 91-107",none,cs.AI,Summary13716,cs/9311102v1,1993-11-01T00:00:00Z,Software Agents: Completing Patterns and Constructing User Interfaces,"J. C. Schlimmer, L. A. Hermens",http://arxiv.org/pdf/cs/9311102v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 61-89",none,cs.AI,Summary13717,cs/9312101v1,1993-12-01T00:00:00Z,Decidable Reasoning in Terminological Knowledge Representation Systems,"M. Buchheit, F. M. Donini, A. Schaerf",http://arxiv.org/pdf/cs/9312101v1,"Journal of Artificial Intelligence Research, Vol 1, (1993), 109-138",none,cs.AI,Summary13718,cs/9401101v1,1994-01-01T00:00:00Z,Teleo-Reactive Programs for Agent Control,N. Nilsson,http://arxiv.org/pdf/cs/9401101v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 139-158",none,cs.AI,Summary13719,cs/9402101v1,1994-02-01T00:00:00Z,Learning the Past Tense of English Verbs: The Symbolic Pattern Associator vs. Connectionist Models,C. X. Ling,http://arxiv.org/pdf/cs/9402101v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 209-229",none,cs.AI,Summary13720,cs/9402102v1,1994-02-01T00:00:00Z,Substructure Discovery Using Minimum Description Length and Background Knowledge,"D. J. Cook, L. B. Holder",http://arxiv.org/pdf/cs/9402102v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 231-255",none,cs.AI,Summary13721,cs/9402103v1,1994-02-01T00:00:00Z,Bias-Driven Revision of Logical Domain Theories,"M. Koppel, R. Feldman, A. M. Segre",http://arxiv.org/pdf/cs/9402103v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 159-208",none,cs.AI,Summary13722,cs/9403101v1,1994-03-01T00:00:00Z,Exploring the Decision Forest: An Empirical Investigation of Occams Razor in Decision Tree Induction,"P. M. Murphy, M. J. Pazzani",http://arxiv.org/pdf/cs/9403101v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 257-275",none,cs.AI,Summary13723,cs/9406101v1,1994-06-01T00:00:00Z,A Semantics and Complete Algorithm for Subsumption in the CLASSIC Description Logic,"A. Borgida, P. F. Patel-Schneider",http://arxiv.org/pdf/cs/9406101v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 277-308",none,cs.AI,Summary13724,cs/9406102v1,1994-06-01T00:00:00Z,Applying GSAT to Non-Clausal Formulas,R. Sebastiani,http://arxiv.org/pdf/cs/9406102v1,"Journal of Artificial Intelligence Research, Vol 1, (1994), 309-314",none,cs.AI,Summary13725,cs/9408101v1,1994-08-01T00:00:00Z,Random Worlds and Maximum Entropy,"A. J. Grove, J. Y. Halpern, D. Koller",http://arxiv.org/pdf/cs/9408101v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 33-88",none,cs.AI,Summary13726,cs/9408102v1,1994-08-01T00:00:00Z,Pattern Matching and Discourse Processing in Information Extraction from Japanese Text,"T. Kitani, Y. Eriguchi, M. Hara",http://arxiv.org/pdf/cs/9408102v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 89-110",none,cs.AI,Summary13727,cs/9408103v1,1994-08-01T00:00:00Z,A System for Induction of Oblique Decision Trees,"S. K. Murthy, S. Kasif, S. Salzberg",http://arxiv.org/pdf/cs/9408103v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 1-32",none,cs.AI,Summary13728,cs/9409101v1,1994-09-01T00:00:00Z,On Planning while Learning,"S. Safra, M. Tennenholtz",http://arxiv.org/pdf/cs/9409101v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 111-129",none,cs.AI,Summary13729,cs/9412101v1,1994-12-01T00:00:00Z,Wrap-Up: a Trainable Discourse Module for Information Extraction,"S. Soderland, Lehnert. W",http://arxiv.org/pdf/cs/9412101v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 131-158",none,cs.AI,Summary13730,cs/9412102v1,1994-12-01T00:00:00Z,Operations for Learning with Graphical Models,W. L. Buntine,http://arxiv.org/pdf/cs/9412102v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 159-225",none,cs.AI,Summary13731,cs/9412103v1,1994-12-01T00:00:00Z,Total-Order and Partial-Order Planning: A Comparative Analysis,"S. Minton, J. Bresina, M. Drummond",http://arxiv.org/pdf/cs/9412103v1,"Journal of Artificial Intelligence Research, Vol 2, (1994), 227-262",none,cs.AI,Summary13732,cs/9501101v1,1995-01-01T00:00:00Z,Solving Multiclass Learning Problems via Error-Correcting Output Codes,"T. G. Dietterich, G. Bakiri",http://arxiv.org/pdf/cs/9501101v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 263-286",none,cs.AI,Summary13733,cs/9501102v1,1995-01-01T00:00:00Z,A Domain-Independent Algorithm for Plan Adaptation,"S. Hanks, D. S. Weld",http://arxiv.org/pdf/cs/9501102v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 319-360",none,cs.AI,Summary13734,cs/9501103v1,1995-01-01T00:00:00Z,Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning,P. Cichosz,http://arxiv.org/pdf/cs/9501103v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 287-318",none,cs.AI,Summary13735,cs/9503102v1,1995-03-01T00:00:00Z,Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm,P. D. Turney,http://arxiv.org/pdf/cs/9503102v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 369-409",none,cs.AI,Summary13736,cs/9504101v1,1995-04-01T00:00:00Z,Rerepresenting and Restructuring Domain Theories: A Constructive Induction Approach,"S. K. Donoho, L. A. Rendell",http://arxiv.org/pdf/cs/9504101v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 411-446",none,cs.AI,Summary13737,cs/9505101v1,1995-05-01T00:00:00Z,Using Pivot Consistency to Decompose and Solve Functional CSPs,P. David,http://arxiv.org/pdf/cs/9505101v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 447-474",none,cs.AI,Summary13738,cs/9505102v1,1995-05-01T00:00:00Z,Adaptive Load Balancing: A Study in Multi-Agent Learning,"A. Schaerf, Y. Shoham, M. Tennenholtz",http://arxiv.org/pdf/cs/9505102v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 475-500",none,cs.AI,Summary13739,cs/9505103v1,1995-05-01T00:00:00Z,Provably Bounded-Optimal Agents,"S. J. Russell, D. Subramanian",http://arxiv.org/pdf/cs/9505103v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 575-609",none,cs.AI,Summary13740,cs/9505104v1,1995-05-01T00:00:00Z,Pac-Learning Recursive Logic Programs: Efficient Algorithms,W. W. Cohen,http://arxiv.org/pdf/cs/9505104v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 501-539",none,cs.AI,Summary13741,cs/9505105v1,1995-05-01T00:00:00Z,Pac-learning Recursive Logic Programs: Negative Results,W. W. Cohen,http://arxiv.org/pdf/cs/9505105v1,"Journal of Artificial Intelligence Research, Vol 2, (1995), 541-573",none,cs.AI,Summary13742,cs/9506101v1,1995-06-01T00:00:00Z,FLECS: Planning with a Flexible Commitment Strategy,"M. Veloso, P. Stone",http://arxiv.org/pdf/cs/9506101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 25-52",none,cs.AI,Summary13743,cs/9506102v1,1995-06-01T00:00:00Z,Induction of First-Order Decision Lists: Results on Learning the Past Tense of English Verbs,"R. J. Mooney, M. E. Califf",http://arxiv.org/pdf/cs/9506102v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 1-24",none,cs.AI,Summary13744,cs/9507101v1,1995-07-01T00:00:00Z,Building and Refining Abstract Planning Cases by Change of Representation Language,"R. Bergmann, W. Wilke",http://arxiv.org/pdf/cs/9507101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 53-118",none,cs.AI,Summary13745,cs/9508101v1,1995-08-01T00:00:00Z,Using Qualitative Hypotheses to Identify Inaccurate Data,"Q. Zhao, T. Nishida",http://arxiv.org/pdf/cs/9508101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 119-145",none,cs.AI,Summary13746,cs/9508102v1,1995-08-01T00:00:00Z,An Integrated Framework for Learning and Reasoning,"C. G. Giraud-Carrier, T. R. Martinez",http://arxiv.org/pdf/cs/9508102v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 147-185",none,cs.AI,Summary13747,cs/9510101v1,1995-10-01T00:00:00Z,Diffusion of Context and Credit Information in Markovian Models,"Y. Bengio, P. Frasconi",http://arxiv.org/pdf/cs/9510101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 249-270",none,cs.AI,Summary13748,cs/9510102v1,1995-10-01T00:00:00Z,Improving Connectionist Energy Minimization,"G. Pinkas, R. Dechter",http://arxiv.org/pdf/cs/9510102v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 223-248",none,cs.AI,Summary13749,cs/9510103v1,1995-10-01T00:00:00Z,Learning Membership Functions in a Function-Based Object Recognition System,"K. Woods, D. Cook, L. Hall, K. Bowyer, L. Stark",http://arxiv.org/pdf/cs/9510103v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 187-222",none,cs.AI,Summary13750,cs/9511101v1,1995-11-01T00:00:00Z,Flexibly Instructable Agents,"S. B. Huffman, J. E. Laird",http://arxiv.org/pdf/cs/9511101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 271-324",none,cs.AI,Summary13751,cs/9512101v1,1995-12-01T00:00:00Z,OPUS: An Efficient Admissible Algorithm for Unordered Search,G. I. Webb,http://arxiv.org/pdf/cs/9512101v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 431-465",none,cs.AI,Summary13752,cs/9512102v1,1995-12-01T00:00:00Z,Vision-Based Road Detection in Automotive Systems: A Real-Time Expectation-Driven Approach,"A. Broggi, S. Berte",http://arxiv.org/pdf/cs/9512102v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 325-348",none,cs.AI,Summary13753,cs/9512103v1,1995-12-01T00:00:00Z,Generalization of Clauses under Implication,P. Idestam-Almquist,http://arxiv.org/pdf/cs/9512103v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 467-489",none,cs.AI,Summary13754,cs/9512104v1,1995-12-01T00:00:00Z,Decision-Theoretic Foundations for Causal Reasoning,"D. Heckerman, R. Shachter",http://arxiv.org/pdf/cs/9512104v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 405-430",none,cs.AI,Summary13755,cs/9512105v1,1995-12-01T00:00:00Z,Translating between Horn Representations and their Characteristic Models,R. Khardon,http://arxiv.org/pdf/cs/9512105v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 349-372",none,cs.AI,Summary13756,cs/9512106v1,1995-12-01T00:00:00Z,Statistical Feature Combination for the Evaluation of Game Positions,M. Buro,http://arxiv.org/pdf/cs/9512106v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 373-382",none,cs.AI,Summary13757,cs/9512107v1,1995-12-01T00:00:00Z,Rule-based Machine Learning Methods for Functional Prediction,"S. M. Weiss, N. Indurkhya",http://arxiv.org/pdf/cs/9512107v1,"Journal of Artificial Intelligence Research, Vol 3, (1995), 383-403",none,cs.AI,Summary13758,cs/9601101v1,1996-01-01T00:00:00Z,The Design and Experimental Analysis of Algorithms for Temporal Reasoning,"P. vanBeek, D. W. Manchak",http://arxiv.org/pdf/cs/9601101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 1-18",none,cs.AI,Summary13759,cs/9602101v1,1996-02-01T00:00:00Z,Well-Founded Semantics for Extended Logic Programs with Dynamic Preferences,G. Brewka,http://arxiv.org/pdf/cs/9602101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 19-36",none,cs.AI,Summary13760,cs/9602102v1,1996-02-01T00:00:00Z,Logarithmic-Time Updates and Queries in Probabilistic Networks,"A. L. Delcher, A. J. Grove, S. Kasif, J. Pearl",http://arxiv.org/pdf/cs/9602102v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 37-59",none,cs.AI,Summary13761,cs/9603101v1,1996-03-01T00:00:00Z,Quantum Computing and Phase Transitions in Combinatorial Search,T. Hogg,http://arxiv.org/pdf/cs/9603101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 91-128",none,cs.AI,Summary13762,cs/9603102v1,1996-03-01T00:00:00Z,Mean Field Theory for Sigmoid Belief Networks,"L. K. Saul, T. Jaakkola, M. I. Jordan",http://arxiv.org/pdf/cs/9603102v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 61-76",none,cs.AI,Summary13763,cs/9603103v1,1996-03-01T00:00:00Z,Improved Use of Continuous Attributes in C4.5,J. R. Quinlan,http://arxiv.org/pdf/cs/9603103v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 77-90",none,cs.AI,Summary13764,cs/9603104v1,1996-03-01T00:00:00Z,Active Learning with Statistical Models,"D. A. Cohn, Z. Ghahramani, M. I. Jordan",http://arxiv.org/pdf/cs/9603104v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 129-145",none,cs.AI,Summary13765,cs/9604101v1,1996-04-01T00:00:00Z,A Divergence Critic for Inductive Proof,T. Walsh,http://arxiv.org/pdf/cs/9604101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 209-235",none,cs.AI,Summary13766,cs/9604102v1,1996-04-01T00:00:00Z,Practical Methods for Proving Termination of General Logic Programs,E. Marchiori,http://arxiv.org/pdf/cs/9604102v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 179-208",none,cs.AI,Summary13767,cs/9604103v1,1996-04-01T00:00:00Z,Iterative Optimization and Simplification of Hierarchical Clusterings,D. Fisher,http://arxiv.org/pdf/cs/9604103v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 147-178",none,cs.AI,Summary13768,cs/9605101v1,1996-05-01T00:00:00Z,Further Experimental Evidence against the Utility of Occams Razor,G. I. Webb,http://arxiv.org/pdf/cs/9605101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 397-417",none,cs.AI,Summary13769,cs/9605102v1,1996-05-01T00:00:00Z,Least Generalizations and Greatest Specializations of Sets of Clauses,"S. H. Nienhuys-Cheng, R. deWolf",http://arxiv.org/pdf/cs/9605102v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 341-363",none,cs.AI,Summary13770,cs/9605103v1,1996-05-01T00:00:00Z,Reinforcement Learning: A Survey,"L. P. Kaelbling, M. L. Littman, A. W. Moore",http://arxiv.org/pdf/cs/9605103v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 237-285",none,cs.AI,Summary13771,cs/9605104v1,1996-05-01T00:00:00Z,Adaptive Problem-solving for Large-scale Scheduling Problems: A Case Study,"J. Gratch, S. Chien",http://arxiv.org/pdf/cs/9605104v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 365-396",none,cs.AI,Summary13772,cs/9605105v1,1996-05-01T00:00:00Z,A Formal Framework for Speedup Learning from Problems and Solutions,"P. Tadepalli, B. K. Natarajan",http://arxiv.org/pdf/cs/9605105v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 445-475",none,cs.AI,Summary13773,cs/9605106v1,1996-05-01T00:00:00Z,2Planning for Contingencies: A Decision-based Approach,"L. Pryor, G. Collins",http://arxiv.org/pdf/cs/9605106v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 287-339",none,cs.AI,Summary13774,cs/9606101v1,1996-06-01T00:00:00Z,A Principled Approach Towards Symbolic Geometric Constraint Satisfaction,"S. Bhansali, G. A. Kramer, T. J. Hoar",http://arxiv.org/pdf/cs/9606101v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 419-443",none,cs.AI,Summary13775,cs/9606102v1,1996-06-01T00:00:00Z,On Partially Controlled Multi-Agent Systems,"R. I. Brafman, M. Tennenholtz",http://arxiv.org/pdf/cs/9606102v1,"Journal of Artificial Intelligence Research, Vol 4, (1996), 477-507",none,cs.AI,Summary13776,cs/9608103v1,1996-08-01T00:00:00Z,Spatial Aggregation: Theory and Applications,"K. Yip, F. Zhao",http://arxiv.org/pdf/cs/9608103v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 1-26",none,cs.AI,Summary13777,cs/9608104v1,1996-08-01T00:00:00Z,A Hierarchy of Tractable Subsets for Computing Stable Models,R. Ben-Eliyahu,http://arxiv.org/pdf/cs/9608104v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 27-52",none,cs.AI,Summary13778,cs/9609101v1,1996-09-01T00:00:00Z,Accelerating Partial-Order Planners: Some Techniques for Effective Search Control and Pruning,"A. Gerevini, L. Schubert",http://arxiv.org/pdf/cs/9609101v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 95-137",none,cs.AI,Summary13779,cs/9609102v1,1996-09-01T00:00:00Z,Cue Phrase Classification Using Machine Learning,D. J. Litman,http://arxiv.org/pdf/cs/9609102v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 53-94",none,cs.AI,Summary13780,cs/9610101v1,1996-10-01T00:00:00Z,Mechanisms for Automated Negotiation in State Oriented Domains,"G. Zlotkin, J. S. Rosenschein",http://arxiv.org/pdf/cs/9610101v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 163-238",none,cs.AI,Summary13781,cs/9610102v1,1996-10-01T00:00:00Z,Learning First-Order Definitions of Functions,J. R. Quinlan,http://arxiv.org/pdf/cs/9610102v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 139-161",none,cs.AI,Summary13782,cs/9611101v1,1996-11-01T00:00:00Z,MUSE CSP: An Extension to the Constraint Satisfaction Problem,"R. A Helzerman, M. P. Harper",http://arxiv.org/pdf/cs/9611101v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 239-288",none,cs.AI,Summary13783,cs/9612101v1,1996-12-01T00:00:00Z,Exploiting Causal Independence in Bayesian Network Inference,"N. L. Zhang, D. Poole",http://arxiv.org/pdf/cs/9612101v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 301-328",none,cs.AI,Summary13784,cs/9612102v1,1996-12-01T00:00:00Z,Quantitative Results Comparing Three Intelligent Interfaces for Information Capture: A Case Study Adding Name Information into an Electronic Personal Organizer,"J. C. Schlimmer, P. C. Wells",http://arxiv.org/pdf/cs/9612102v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 329-349",none,cs.AI,Summary13785,cs/9612103v1,1996-12-01T00:00:00Z,Characterizations of Decomposable Dependency Models,L. M. deCampos,http://arxiv.org/pdf/cs/9612103v1,"Journal of Artificial Intelligence Research, Vol 5, (1996), 289-300",none,cs.AI,Summary13786,cs/9701101v1,1997-01-01T00:00:00Z,Improved Heterogeneous Distance Functions,"D. R. Wilson, T. R. Martinez",http://arxiv.org/pdf/cs/9701101v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 1-34",none,cs.AI,Summary13787,cs/9701102v1,1997-01-01T00:00:00Z,SCREEN: Learning a Flat Syntactic and Semantic Spoken Language Analysis Using Artificial Neural Networks,"S. Wermter, V. Weber",http://arxiv.org/pdf/cs/9701102v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 35-85",none,cs.AI,Summary13788,cs/9703101v1,1997-03-01T00:00:00Z,A Uniform Framework for Concept Definitions in Description Logics,"G. DeGiacomo, M. Lenzerini",http://arxiv.org/pdf/cs/9703101v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 87-110",none,cs.AI,Summary13789,cs/9704101v1,1997-04-01T00:00:00Z,Lifeworld Analysis,"P. Agre, I. Horswill",http://arxiv.org/pdf/cs/9704101v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 111-145",none,cs.AI,Summary13790,cs/9705101v1,1997-05-01T00:00:00Z,Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference,"A. Darwiche, G. Provan",http://arxiv.org/pdf/cs/9705101v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 147-176",none,cs.AI,Summary13791,cs/9705102v1,1997-05-01T00:00:00Z,Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies,"D. W. Opitz, J. W. Shavlik",http://arxiv.org/pdf/cs/9705102v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 177-209",none,cs.AI,Summary13792,cs/9706101v1,1997-06-01T00:00:00Z,Flaw Selection Strategies for Partial-Order Planning,"M. E. Pollack, D. Joslin, M. Paolucci",http://arxiv.org/pdf/cs/9706101v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 223-262",none,cs.AI,Summary13793,cs/9706102v1,1997-06-01T00:00:00Z,A Complete Classification of Tractability in RCC-5,"P. Jonsson, T. Drakengren",http://arxiv.org/pdf/cs/9706102v1,"Journal of Artificial Intelligence Research, Vol 6, (1997), 211-221",none,cs.AI,Summary13794,cs/9707101v1,1997-07-01T00:00:00Z,A New Look at the Easy-Hard-Easy Pattern of Combinatorial Search Difficulty,"D. L. Mammen, T. Hogg",http://arxiv.org/pdf/cs/9707101v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 47-66",none,cs.AI,Summary13795,cs/9707102v1,1997-07-01T00:00:00Z,Eight Maximal Tractable Subclasses of Allens Algebra with Metric Time,"T. Drakengren, P. Jonsson",http://arxiv.org/pdf/cs/9707102v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 25-45",none,cs.AI,Summary13796,cs/9707103v1,1997-07-01T00:00:00Z,Defining Relative Likelihood in Partially-Ordered Preferential Structures,J. Y. Halpern,http://arxiv.org/pdf/cs/9707103v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 1-24",none,cs.AI,Summary13797,cs/9709101v1,1997-09-01T00:00:00Z,Towards Flexible Teamwork,M. Tambe,http://arxiv.org/pdf/cs/9709101v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 83-124",none,cs.AI,Summary13798,cs/9709102v1,1997-09-01T00:00:00Z,Identifying Hierarchical Structure in Sequences: A linear-time algorithm,"C. G. Nevill-Manning, I. H. Witten",http://arxiv.org/pdf/cs/9709102v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 67-82",none,cs.AI,Summary13799,cs/9711102v1,1997-11-01T00:00:00Z,Storing and Indexing Plan Derivations through Explanation-based Analysis of Retrieval Failures,"L. H. Ihrig, S. Kambhampati",http://arxiv.org/pdf/cs/9711102v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 161-198",none,cs.AI,Summary13800,cs/9711103v1,1997-11-01T00:00:00Z,A Model Approximation Scheme for Planning in Partially Observable Stochastic Domains,"N. L. Zhang, W. Liu",http://arxiv.org/pdf/cs/9711103v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 199-230",none,cs.AI,Summary13801,cs/9711104v1,1997-11-01T00:00:00Z,Dynamic Non-Bayesian Decision Making,"D. Monderer, M. Tennenholtz",http://arxiv.org/pdf/cs/9711104v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 231-248",none,cs.AI,Summary13802,cs/9712101v1,1997-12-01T00:00:00Z,When Gravity Fails: Local Search Topology,"J. Frank, P. Cheeseman, J. Stutz",http://arxiv.org/pdf/cs/9712101v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 249-281",none,cs.AI,Summary13803,cs/9712102v1,1997-12-01T00:00:00Z,Bidirectional Heuristic Search Reconsidered,"H. Kaindl, G. Kainz",http://arxiv.org/pdf/cs/9712102v1,"Journal of Artificial Intelligence Research, Vol 7, (1997), 283-317",none,cs.AI,Summary13804,cs/9801101v1,1998-01-01T00:00:00Z,Incremental Recompilation of Knowledge,"G. Gogic, C. H. Papadimitriou, M. Sideri",http://arxiv.org/pdf/cs/9801101v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 23-37",none,cs.AI,Summary13805,cs/9801102v1,1998-01-01T00:00:00Z,Monotonicity and Persistence in Preferential Logics,J. Engelfriet,http://arxiv.org/pdf/cs/9801102v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 1-21",none,cs.AI,Summary13806,cs/9803101v1,1998-03-01T00:00:00Z,Synthesizing Customized Planners from Specifications,"B. Srivastava, S. Kambhampati",http://arxiv.org/pdf/cs/9803101v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 93-128",none,cs.AI,Summary13807,cs/9803102v1,1998-03-01T00:00:00Z,Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets,"A. Moore, M. S. Lee",http://arxiv.org/pdf/cs/9803102v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 67-91",none,cs.AI,Summary13808,cs/9803103v1,1998-03-01T00:00:00Z,Tractability of Theory Patching,"S. Argamon-Engelson, M. Koppel",http://arxiv.org/pdf/cs/9803103v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 39-65",none,cs.AI,Summary13809,cs/9805101v1,1998-05-01T00:00:00Z,Integrative Windowing,J. Fuernkranz,http://arxiv.org/pdf/cs/9805101v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 129-164",none,cs.AI,Summary13810,cs/9806101v1,1998-06-01T00:00:00Z,Model-Based Diagnosis using Structured System Descriptions,A. Darwiche,http://arxiv.org/pdf/cs/9806101v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 165-222",none,cs.AI,Summary13811,cs/9806102v1,1998-06-01T00:00:00Z,A Selective Macro-learning Algorithm and its Application to the NxN Sliding-Tile Puzzle,"L. Finkelstein, S. Markovitch",http://arxiv.org/pdf/cs/9806102v1,"Journal of Artificial Intelligence Research, Vol 8, (1998), 223-263",none,cs.AI,Summary13812,cs/9808101v1,1998-08-01T00:00:00Z,The Computational Complexity of Probabilistic Planning,"M. L. Littman, J. Goldsmith, M. Mundhenk",http://arxiv.org/pdf/cs/9808101v1,"Journal of Artificial Intelligence Research, Vol 9, (1998), 1-36",none,cs.AI,Summary13813,cs/9810016v1,1998-10-16T22:11:35Z,SYNERGY: A Linear Planner Based on Genetic Programming,Ion Muslea,http://arxiv.org/pdf/cs/9810016v1,"""Recent Advances in AI Planning"" (Sam Steel & Rachid Alami eds.), p. 312-325, Springer 1997 (LNAI 1348)",none,cs.AI,Summary13814,cs/9811024v1,1998-11-13T13:04:02Z,The Essence of Constraint Propagation,Krzysztof R. Apt,http://arxiv.org/pdf/cs/9811024v1,No journal ref found,none,cs.AI,Summary13815,cs/9812010v1,1998-12-10T16:29:07Z,Towards a computational theory of human daydreaming,"Erik T. Mueller, Michael G. Dyer",http://arxiv.org/pdf/cs/9812010v1,No journal ref found,none,cs.AI,Summary13816,cs/9812017v1,1998-12-15T21:45:15Z,A reusable iterative optimization software library to solve combinatorial problems with approximate reasoning,"Andreas Raggl, Wolfgang Slany",http://arxiv.org/pdf/cs/9812017v1,"International Journal of Approximate Reasoning, 19(1--2):161--191, July/August 1998",none,cs.AI,Summary13817,cs/9903016v1,1999-03-24T00:22:01Z,"Modeling Belief in Dynamic Systems, Part II: Revision and Update","N Friedman, J. Y. Halpern",http://arxiv.org/pdf/cs/9903016v1,"Journal of Artificial Intelligence Research, Vol.10 (1999) 117-167",none,cs.AI,Summary13818,cs/9906002v1,1999-06-01T19:57:24Z,The Symbol Grounding Problem,Stevan Harnad,http://arxiv.org/pdf/cs/9906002v1,Physica D 42: 335-346,none,cs.AI,Summary13819,cs/9909003v1,1999-09-03T10:31:46Z,Iterative Deepening Branch and Bound,"S. Mohanty, R. N. Behera",http://arxiv.org/pdf/cs/9909003v1,No journal ref found,none,cs.AI,Summary13820,cs/9910016v1,1999-10-21T09:35:38Z,Probabilistic Agent Programs,"Juergen Dix, Mirco Nanni, VS Subrahmanian",http://arxiv.org/pdf/cs/9910016v1,No journal ref found,none,cs.AI,Summary13821,cs/9911012v2,1999-11-27T17:57:17Z,Coxs Theorem Revisited,Joseph Y. Halpern,http://arxiv.org/pdf/cs/9911012v2,"Journal of AI Research, vol. 11, 1999, pp. 429-435",none,cs.AI,Summary13822,cs/0002002v1,2000-02-03T21:44:57Z,Uniform semantic treatment of default and autoepistemic logics,"Marc Denecker, Victor W. Marek, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0002002v1,"Artificial Intelligence Journal, 143 (2003), pp. 79--122",none,cs.AI,Summary13823,cs/0002003v1,2000-02-04T12:53:57Z,On the accuracy and running time of GSAT,"Deborah East, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0002003v1,No journal ref found,none,cs.AI,Summary13824,cs/0002009v1,2000-02-16T18:09:20Z,Syntactic Autonomy: Why There is no Autonomy without Symbols and How Self-Organization Might Evolve Them,Luis M. Rocha,http://arxiv.org/pdf/cs/0002009v1,No journal ref found,none,cs.AI,Summary13825,cs/0003008v1,2000-03-05T10:29:03Z,Consistency Management of Normal Logic Program by Top-down Abductive Proof Procedure,Ken Satoh,http://arxiv.org/pdf/cs/0003008v1,No journal ref found,none,cs.AI,Summary13826,cs/0003012v1,2000-03-06T22:23:00Z,Defeasible Reasoning in OSCAR,John L. Pollock,http://arxiv.org/pdf/cs/0003012v1,No journal ref found,none,cs.AI,Summary13827,cs/0003016v1,2000-03-07T11:39:53Z,Abductive and Consistency-Based Diagnosis Revisited: a Modeling Perspective,Daniele Theseider Dupre,http://arxiv.org/pdf/cs/0003016v1,No journal ref found,none,cs.AI,Summary13828,cs/0003020v2,2000-03-07T22:47:13Z,ACLP: Integrating Abduction and Constraint Solving,Antonis Kakas,http://arxiv.org/pdf/cs/0003020v2,No journal ref found,none,cs.AI,Summary13829,cs/0003021v1,2000-03-08T03:03:36Z,Relevance Sensitive Non-Monotonic Inference on Belief Sequences,"Samir Chopra, Konstantinos Georgatos, Rohit Parikh",http://arxiv.org/pdf/cs/0003021v1,No journal ref found,none,cs.AI,Summary13830,cs/0003023v1,2000-03-08T11:05:45Z,Probabilistic Default Reasoning with Conditional Constraints,Thomas Lukasiewicz,http://arxiv.org/pdf/cs/0003023v1,No journal ref found,none,cs.AI,Summary13831,cs/0003024v1,2000-03-08T10:15:51Z,A Compiler for Ordered Logic Programs,"James P. Delgrande, Torsten Schaub, Hans Tompits",http://arxiv.org/pdf/cs/0003024v1,No journal ref found,none,cs.AI,Summary13832,cs/0003027v1,2000-03-08T13:22:44Z,SLDNFA-system,Bert Van Nuffelen,http://arxiv.org/pdf/cs/0003027v1,No journal ref found,none,cs.AI,Summary13833,cs/0003028v1,2000-03-08T14:09:56Z,Logic Programs with Compiled Preferences,"James P. Delgrande, Torsten Schaub, Hans Tompits",http://arxiv.org/pdf/cs/0003028v1,No journal ref found,none,cs.AI,Summary13834,cs/0003029v1,2000-03-08T14:56:58Z,Fuzzy Approaches to Abductive Inference,"Nedra Mellouli, Bernadette Bouchon-Meunier",http://arxiv.org/pdf/cs/0003029v1,No journal ref found,none,cs.AI,Summary13835,cs/0003030v1,2000-03-08T15:39:14Z,Problem solving in ID-logic with aggregates: some experiments,"Bert Van Nuffelen, Marc Denecker",http://arxiv.org/pdf/cs/0003030v1,No journal ref found,none,cs.AI,Summary13836,cs/0003031v1,2000-03-08T15:54:50Z,Optimal Belief Revision,"Carmen Vodislav, Robert E. Mercer",http://arxiv.org/pdf/cs/0003031v1,No journal ref found,none,cs.AI,Summary13837,cs/0003032v1,2000-03-08T16:14:08Z,cc-Golog: Towards More Realistic Logic-Based Robot Controllers,"Henrik Grosskreutz, Gerhard Lakemeyer",http://arxiv.org/pdf/cs/0003032v1,No journal ref found,none,cs.AI,Summary13838,cs/0003033v1,2000-03-08T23:25:51Z,Smodels: A System for Answer Set Programming,"Ilkka Niemela, Patrik Simons, Tommi Syrjanen",http://arxiv.org/pdf/cs/0003033v1,No journal ref found,none,cs.AI,Summary13839,cs/0003034v2,2000-03-08T16:18:52Z,"E-RES: A System for Reasoning about Actions, Events and Observations","Antonis Kakas, Rob Miller, Francesca Toni",http://arxiv.org/pdf/cs/0003034v2,No journal ref found,none,cs.AI,Summary13840,cs/0003037v1,2000-03-08T17:18:08Z,QUIP - A Tool for Computing Nonmonotonic Reasoning Tasks,"Uwe Egly, Thomas Eiter, Hans Tompits, Stefan Woltran",http://arxiv.org/pdf/cs/0003037v1,No journal ref found,none,cs.AI,Summary13841,cs/0003038v1,2000-03-08T20:40:31Z,A Splitting Set Theorem for Epistemic Specifications,Richard Watson,http://arxiv.org/pdf/cs/0003038v1,No journal ref found,none,cs.AI,Summary13842,cs/0003039v1,2000-03-08T21:49:57Z,DES: a Challenge Problem for Nonmonotonic Reasoning Systems,"Maarit Hietalahti, Fabio Massacci, Ilkka Niemela",http://arxiv.org/pdf/cs/0003039v1,No journal ref found,none,cs.AI,Summary13843,cs/0003042v1,2000-03-09T00:28:21Z,Fages Theorem and Answer Set Programming,"Yuliya Babovich, Esra Erdem, Vladimir Lifschitz",http://arxiv.org/pdf/cs/0003042v1,No journal ref found,none,cs.AI,Summary13844,cs/0003044v1,2000-03-09T08:58:15Z,On the tractable counting of theory models and its application to belief revision and truth maintenance,Adnan Darwiche,http://arxiv.org/pdf/cs/0003044v1,No journal ref found,none,cs.AI,Summary13845,cs/0003047v1,2000-03-09T17:18:12Z,BDD-based reasoning in the fluent calculus - first results,"Steffen Hoelldobler, Hans-Peter Stoerr",http://arxiv.org/pdf/cs/0003047v1,No journal ref found,none,cs.AI,Summary13846,cs/0003049v1,2000-03-09T22:30:27Z,Planning with Incomplete Information,"Antonis Kakas, Rob Miller, Francesca Toni",http://arxiv.org/pdf/cs/0003049v1,No journal ref found,none,cs.AI,Summary13847,cs/0003051v1,2000-03-10T22:54:55Z,Local Diagnosis,Renata Wassermann,http://arxiv.org/pdf/cs/0003051v1,No journal ref found,none,cs.AI,Summary13848,cs/0003052v3,2000-03-11T06:29:02Z,A Consistency-Based Model for Belief Change: Preliminary Report,"James Delgrande, Torsten Schaub",http://arxiv.org/pdf/cs/0003052v3,No journal ref found,none,cs.AI,Summary13849,cs/0003059v1,2000-03-14T04:58:18Z,SATEN: An Object-Oriented Web-Based Revision and Extraction Engine,"Mary-Anne Williams, Aidan Sims",http://arxiv.org/pdf/cs/0003059v1,No journal ref found,none,cs.AI,Summary13850,cs/0003061v1,2000-03-14T18:06:38Z,dcs: An Implementation of DATALOG with Constraints,"Deborah East, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0003061v1,No journal ref found,none,cs.AI,Summary13851,cs/0003077v1,2000-03-24T19:09:59Z,DATALOG with constraints - an answer-set programming system,"Deborah East, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0003077v1,No journal ref found,none,cs.AI,Summary13852,cs/0003080v1,2000-03-28T11:49:37Z,Some Remarks on Boolean Constraint Propagation,Krzysztof R. Apt,http://arxiv.org/pdf/cs/0003080v1,No journal ref found,none,cs.AI,Summary13853,cs/0005031v3,2000-05-30T19:05:21Z,Conditional Plausibility Measures and Bayesian Networks,Joseph Y. Halpern,http://arxiv.org/pdf/cs/0005031v3,"Journal Of Artificial Intelligence Research, Volume 14, pages 359-389, 2001",none,cs.AI,Summary13854,cs/0006043v1,2000-06-30T10:25:06Z,Constraint compiling into rules formalism constraint compiling into rules formalism for dynamic CSPs computing,"S. Piechowiak, J. Rodriguez",http://arxiv.org/pdf/cs/0006043v1,No journal ref found,none,cs.AI,Summary13855,cs/0007004v1,2000-07-04T16:31:40Z,Brainstorm/J: a Java Framework for Intelligent Agents,"Alejandro Zunino, Analia Amandi",http://arxiv.org/pdf/cs/0007004v1,No journal ref found,none,cs.AI,Summary13856,cs/0010037v1,2000-10-31T14:14:26Z,On the relationship between fuzzy logic and four-valued relevance logic,Umberto Straccia,http://arxiv.org/pdf/cs/0010037v1,No journal ref found,none,cs.AI,Summary13857,cs/0011012v3,2000-11-07T23:21:38Z,"Causes and Explanations: A Structural-Model Approach, Part I: Causes","Joseph Y. Halpern, Judea Pearl",http://arxiv.org/pdf/cs/0011012v3,No journal ref found,none,cs.AI,Summary13858,cs/0011030v1,2000-11-21T13:56:21Z,Logic Programming Approaches for Representing and Solving Constraint Satisfaction Problems: A Comparison,"Nikolay Pelov, Emmanuel De Mot, Marc Denecker",http://arxiv.org/pdf/cs/0011030v1,"LPAR 2000, Lecture Notes in Artificial Intelligence, vol. 1955, Springer, 2000, pp. 225-239",none,cs.AI,Summary13859,cs/0105022v1,2001-05-11T14:17:42Z,Multi-Channel Parallel Adaptation Theory for Rule Discovery,Li Min Fu,http://arxiv.org/pdf/cs/0105022v1,No journal ref found,none,cs.AI,Summary13860,cs/0106006v1,2001-06-07T14:27:30Z,A Constraint-Driven System for Contract Assembly,"Aspassia Daskalopulu, Marek Sergot",http://arxiv.org/pdf/cs/0106006v1,"Proc. 5th International Conference on Artificial Intelligence and Law, ACM Press, pp. 62-69, 1995",none,cs.AI,Summary13861,cs/0106007v1,2001-06-07T14:40:04Z,Modelling Contractual Arguments,"Chris Reed, Aspassia Daskalopulu",http://arxiv.org/pdf/cs/0106007v1,"Proceedings of the 4th International Conference on Argumentation, SICSAT, pp. 686-692, 1998",none,cs.AI,Summary13862,cs/0106025v1,2001-06-11T20:00:04Z,Information Integration and Computational Logic,"Yannis Dimopoulos, Antonis Kakas",http://arxiv.org/pdf/cs/0106025v1,No journal ref found,none,cs.AI,Summary13863,cs/0107002v1,2001-07-02T08:08:39Z,Enhancing Constraint Propagation with Composition Operators,"Laurent Granvilliers, Eric Monfroy",http://arxiv.org/pdf/cs/0107002v1,No journal ref found,none,cs.AI,Summary13864,cs/0109006v1,2001-09-05T09:19:34Z,On Properties of Update Sequences Based on Causal Rejection,"T. Eiter, M. Fink, G. Sabbatini, H. Tompits",http://arxiv.org/pdf/cs/0109006v1,No journal ref found,none,cs.AI,Summary13865,cs/0111060v1,2001-11-28T13:43:13Z,Gradient-based Reinforcement Planning in Policy-Search Methods,"Ivo Kwee, Marcus Hutter, Juergen Schmidhuber",http://arxiv.org/pdf/cs/0111060v1,No journal ref found,none,cs.AI,Summary13866,cs/0112015v1,2001-12-13T00:46:10Z,Rational Competitive Analysis,Moshe Tennenholtz,http://arxiv.org/pdf/cs/0112015v1,Proceedings of IJCAI-2001,none,cs.AI,Summary13867,cs/0201022v2,2002-01-23T19:53:08Z,A theory of experiment,Pierre Albarede,http://arxiv.org/pdf/cs/0201022v2,No journal ref found,none,cs.AI,Summary13868,cs/0202021v1,2002-02-18T10:29:54Z,"Nonmonotonic Reasoning, Preferential Models and Cumulative Logics","Sarit Kraus, Daniel Lehmann, Menachem Magidor",http://arxiv.org/pdf/cs/0202021v1,"Journal of Artificial Intelligence, Vol. 44 Nos. 1-2 (July 1990) pp. 167-207",none,cs.AI,Summary13869,cs/0202022v1,2002-02-18T12:43:18Z,What does a conditional knowledge base entail?,"Daniel Lehmann, Menachem Magidor",http://arxiv.org/pdf/cs/0202022v1,"Journal of Artificial Intelligence, Vol. 55 no.1 (May 1992) pp. 1-60. Erratum in Vol. 68 (1994) p. 411",none,cs.AI,Summary13870,cs/0202024v1,2002-02-18T15:23:06Z,A note on Darwiche and Pearl,Daniel Lehmann,http://arxiv.org/pdf/cs/0202024v1,No journal ref found,none,cs.AI,Summary13871,cs/0202025v1,2002-02-18T15:36:46Z,Distance Semantics for Belief Revision,"Daniel Lehmann, Menachem Magidor, Karl Schlechta",http://arxiv.org/pdf/cs/0202025v1,"Journal of Symbolic Logic, Vol. 66 No.1 (March 2001) pp. 295-317",none,cs.AI,Summary13872,cs/0202026v1,2002-02-18T15:53:56Z,Preferred History Semantics for Iterated Updates,"Shai Berger, Daniel Lehmann, Karl Schlechta",http://arxiv.org/pdf/cs/0202026v1,"Journal of Logic and Computation, Vol. 9 no. 6 (1999) pp. 817-833",none,cs.AI,Summary13873,cs/0202031v1,2002-02-20T14:19:42Z,Nonmonotonic inference operations,"Michael Freund, Daniel Lehmann",http://arxiv.org/pdf/cs/0202031v1,"Bulletin of the IGPL, Vol. 1 no. 1 (July 1993), pp. 23-68",none,cs.AI,Summary13874,cs/0202033v1,2002-02-20T14:50:49Z,The logical meaning of Expansion,Daniel Lehmann,http://arxiv.org/pdf/cs/0202033v1,No journal ref found,none,cs.AI,Summary13875,cs/0203002v1,2002-03-01T11:06:49Z,Another perspective on Default Reasoning,Daniel Lehmann,http://arxiv.org/pdf/cs/0203002v1,"Annals of Mathematics and Artificial Intelligence, 15(1) (1995) pp. 61-82",none,cs.AI,Summary13876,cs/0203003v1,2002-03-01T11:20:59Z,Deductive Nonmonotonic Inference Operations: Antitonic Representations,"Yuri Kaluzhny, Daniel Lehmann",http://arxiv.org/pdf/cs/0203003v1,"Journal of Logic and Computation, 5(1) (1995) pp. 111-122",none,cs.AI,Summary13877,cs/0203004v1,2002-03-04T08:57:54Z,Stereotypical Reasoning: Logical Properties,Daniel Lehmann,http://arxiv.org/pdf/cs/0203004v1,"Logic Journal of the Interest Group in Pure and Applied Logics (IGPL), 6(1) (1998) pp. 49-58",none,cs.AI,Summary13878,cs/0203005v2,2002-03-04T13:00:41Z,A Framework for Compiling Preferences in Logic Programs,"J. P. Delgrande, T. Schaub, H. Tompits",http://arxiv.org/pdf/cs/0203005v2,No journal ref found,none,cs.AI,Summary13879,cs/0203007v1,2002-03-05T00:28:04Z,Two results for proiritized logic programming,Yan Zhang,http://arxiv.org/pdf/cs/0203007v1,No journal ref found,none,cs.AI,Summary13880,cs/0204032v1,2002-04-14T09:22:42Z,Belief Revision and Rational Inference,"Michael Freund, Daniel Lehmann",http://arxiv.org/pdf/cs/0204032v1,No journal ref found,none,cs.AI,Summary13881,cs/0205014v1,2002-05-11T20:44:16Z,Ultimate approximations in nonmonotonic knowledge representation systems,"Marc Denecker, Victor W. Marek, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0205014v1,No journal ref found,none,cs.AI,Summary13882,cs/0206003v1,2002-06-03T06:20:21Z,Handling Defeasibilities in Action Domains,Yan Zhang,http://arxiv.org/pdf/cs/0206003v1,No journal ref found,none,cs.AI,Summary13883,cs/0206041v2,2002-06-26T09:17:13Z,Anticipatory Guidance of Plot,"Jarmo Laaksolahti, Magnus Boman",http://arxiv.org/pdf/cs/0206041v2,No journal ref found,none,cs.AI,Summary13884,cs/0207021v1,2002-07-07T09:55:00Z,"Abduction, ASP and Open Logic Programs",Piero A. Bonatti,http://arxiv.org/pdf/cs/0207021v1,No journal ref found,none,cs.AI,Summary13885,cs/0207023v2,2002-07-08T00:31:54Z,Domain-Dependent Knowledge in Answer Set Planning,"Tran Cao Son, Chitta Baral, Nam Tran, Sheila McIlraith",http://arxiv.org/pdf/cs/0207023v2,No journal ref found,none,cs.AI,Summary13886,cs/0207025v1,2002-07-08T13:30:16Z,"""Minimal defence"": a refinement of the preferred semantics for argumentation frameworks","C. Cayrol, S. Doutre, M. -C. Lagasquie-Schiex, J. Mengin",http://arxiv.org/pdf/cs/0207025v1,"Proceedings of the 9th International Workshop on Non-Monotonic Reasoning, 2002, pp. 408-415",none,cs.AI,Summary13887,cs/0207029v2,2002-07-09T12:32:45Z,Two Representations for Iterative Non-prioritized Change,Alexander Bochman,http://arxiv.org/pdf/cs/0207029v2,No journal ref found,none,cs.AI,Summary13888,cs/0207030v2,2002-07-09T12:42:24Z,Collective Argumentation,Alexander Bochman,http://arxiv.org/pdf/cs/0207030v2,No journal ref found,none,cs.AI,Summary13889,cs/0207042v1,2002-07-11T11:03:34Z,Logic Programming with Ordered Disjunction,Gerhard Brewka,http://arxiv.org/pdf/cs/0207042v1,No journal ref found,none,cs.AI,Summary13890,cs/0207045v1,2002-07-11T16:11:40Z,Compilation of Propositional Weighted Bases,"Adnan Darwiche, Pierre Marquis",http://arxiv.org/pdf/cs/0207045v1,No journal ref found,none,cs.AI,Summary13891,cs/0207056v1,2002-07-13T12:00:16Z,Modeling Complex Domains of Actions and Change,"Antonis Kakas, Loizos Michael",http://arxiv.org/pdf/cs/0207056v1,No journal ref found,none,cs.AI,Summary13892,cs/0207059v1,2002-07-15T11:30:16Z,Value Based Argumentation Frameworks,T. Bench-Capon,http://arxiv.org/pdf/cs/0207059v1,No journal ref found,none,cs.AI,Summary13893,cs/0207060v1,2002-07-15T13:30:24Z,Preferred well-founded semantics for logic programming by alternating fixpoints: Preliminary report,"Torsten Schaub, Kewen Wang",http://arxiv.org/pdf/cs/0207060v1,No journal ref found,none,cs.AI,Summary13894,cs/0207065v1,2002-07-16T15:16:07Z,Embedding Default Logic in Propositional Argumentation Systems,"Dritan Berzati, Bernhard Anrig, Juerg Kohlas",http://arxiv.org/pdf/cs/0207065v1,No journal ref found,none,cs.AI,Summary13895,cs/0207075v1,2002-07-22T01:44:25Z,Nonmonotonic Probabilistic Logics between Model-Theoretic Probabilistic Logic and Probabilistic Logic under Coherence,Thomas Lukasiewicz,http://arxiv.org/pdf/cs/0207075v1,No journal ref found,none,cs.AI,Summary13896,cs/0207083v1,2002-07-24T23:05:29Z,Evaluating Defaults,"Henry E. Kyburg Jr., Choh Man Teng",http://arxiv.org/pdf/cs/0207083v1,No journal ref found,none,cs.AI,Summary13897,cs/0208017v1,2002-08-08T17:08:46Z,Linking Makinson and Kraus-Lehmann-Magidor preferential entailments,Yves Moinard,http://arxiv.org/pdf/cs/0208017v1,No journal ref found,none,cs.AI,Summary13898,cs/0208019v1,2002-08-12T22:34:47Z,Knowledge Representation,Mikalai Birukou,http://arxiv.org/pdf/cs/0208019v1,No journal ref found,none,cs.AI,Summary13899,cs/0208034v3,2002-08-20T23:08:49Z,Causes and Explanations: A Structural-Model Approach. Part II: Explanations,"Joseph Y. Halpern, Judea Pearl",http://arxiv.org/pdf/cs/0208034v3,No journal ref found,none,cs.AI,Summary13900,cs/0209019v1,2002-09-16T19:23:19Z,Reasoning about Evolving Nonmonotonic Knowledge Bases,"T. Eiter, M. Fink, G. Sabbatini, H. Tompits",http://arxiv.org/pdf/cs/0209019v1,No journal ref found,none,cs.AI,Summary13901,cs/0209022v2,2002-09-19T16:35:55Z,"A Comparison of Different Cognitive Paradigms Using Simple Animats in a Virtual Laboratory, with Implications to the Notion of Cognition",Carlos Gershenson,http://arxiv.org/pdf/cs/0209022v2,No journal ref found,none,cs.AI,Summary13902,cs/0211008v4,2002-11-09T17:16:18Z,"Can the whole brain be simpler than its ""parts""?",Victor Eliashberg,http://arxiv.org/pdf/cs/0211008v4,No journal ref found,none,cs.AI,Summary13903,cs/0211027v1,2002-11-21T18:13:31Z,Adaptive Development of Koncepts in Virtual Animats: Insights into the Development of Knowledge,Carlos Gershenson,http://arxiv.org/pdf/cs/0211027v1,No journal ref found,none,cs.AI,Summary13904,cs/0211038v1,2002-11-27T10:35:50Z,Dynamic Adjustment of the Motivation Degree in an Action Selection Mechanism,"Carlos Gershenson, Pedro Pablo Gonzalez",http://arxiv.org/pdf/cs/0211038v1,No journal ref found,none,cs.AI,Summary13905,cs/0211039v1,2002-11-27T10:42:31Z,Action Selection Properties in a Software Simulated Agent,"Carlos Gershenson Garcia, Pedro Pablo Gonzalez Perez, Jose Negrete Martinez",http://arxiv.org/pdf/cs/0211039v1,"# MICAI 2000: Advances in Artificial Intelligence. Lecture Notes in Artificial Intelligence 1793, pp. 634-648. Springer-Verlag",none,cs.AI,Summary13906,cs/0211040v1,2002-11-27T10:45:50Z,A Model for Combination of External and Internal Stimuli in the Action Selection of an Autonomous Agent,"Pedro Pablo Gonzalez Perez, Jose Negrete Martinez, Ariel Barreiro Garcia, Carlos Gershenson Garcia",http://arxiv.org/pdf/cs/0211040v1,"MICAI 2000: Advances in Artificial Intelligence. Lecture Notes in Artificial Intelligence 1793, pp. 621-633. Springer-Verlag",none,cs.AI,Summary13907,cs/0212025v1,2002-12-10T22:15:25Z,Searching for Plannable Domains can Speed up Reinforcement Learning,"Istvan Szita, Balint Takacs, Andras Lorincz",http://arxiv.org/pdf/cs/0212025v1,No journal ref found,none,cs.AI,Summary13908,cs/0301006v1,2003-01-09T12:39:03Z,Temporal plannability by variance of the episode length,"Balint Takacs, Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/cs/0301006v1,No journal ref found,none,cs.AI,Summary13909,cs/0301010v2,2003-01-14T08:14:43Z,Comparisons and Computation of Well-founded Semantics for Disjunctive Logic Programs,"Kewen Wang, Lizhu Zhou",http://arxiv.org/pdf/cs/0301010v2,No journal ref found,none,cs.AI,Summary13910,cs/0301023v1,2003-01-23T09:09:31Z,A semantic framework for preference handling in answer set programming,"Torsten Schaub, Kewen Wang",http://arxiv.org/pdf/cs/0301023v1,No journal ref found,none,cs.AI,Summary13911,cs/0302029v1,2003-02-20T00:48:06Z,Defeasible Logic Programming: An Argumentative Approach,"Alejandro Javier Garcia, Guillermo Ricardo Simari",http://arxiv.org/pdf/cs/0302029v1,No journal ref found,none,cs.AI,Summary13912,cs/0302036v2,2003-02-25T14:33:08Z,Constraint-based analysis of composite solvers,"Evgueni Petrov, Eric Monfroy",http://arxiv.org/pdf/cs/0302036v2,No journal ref found,none,cs.AI,Summary13913,cs/0302039v1,2003-02-28T18:32:26Z,Kalman-filtering using local interactions,"Barnabas Poczos, Andras Lorincz",http://arxiv.org/pdf/cs/0302039v1,No journal ref found,none,cs.AI,Summary13914,cs/0303006v1,2003-03-10T18:20:28Z,On the Notion of Cognition,Carlos Gershenson,http://arxiv.org/pdf/cs/0303006v1,No journal ref found,none,cs.AI,Summary13915,cs/0303009v2,2003-03-14T14:29:32Z,Unfolding Partiality and Disjunctions in Stable Model Semantics,"T. Janhunen, I. Niemela, D. Seipel, P. Simons, J. You",http://arxiv.org/pdf/cs/0303009v2,No journal ref found,none,cs.AI,Summary13916,cs/0303018v1,2003-03-20T13:48:04Z,Multi-target particle filtering for the probability hypothesis density,Hedvig Sidenbladh,http://arxiv.org/pdf/cs/0303018v1,No journal ref found,none,cs.AI,Summary13917,cs/0305001v1,2003-05-01T04:48:29Z,A Framework for Searching AND/OR Graphs with Cycles,"Ambuj Mahanti, Supriyo Ghose, Samir K. Sadhukhan",http://arxiv.org/pdf/cs/0305001v1,No journal ref found,none,cs.AI,Summary13918,cs/0305019v1,2003-05-16T15:07:09Z,On rho in a Decision-Theoretic Apparatus of Dempster-Shafer Theory,Johan Schubert,http://arxiv.org/pdf/cs/0305019v1,"International Journal of Approximate Reasoning 13(3), 185-200, 1995",none,cs.AI,Summary13919,cs/0305044v2,2003-05-27T11:05:52Z,Updating beliefs with incomplete observations,"Gert de Cooman, Marco Zaffalon",http://arxiv.org/pdf/cs/0305044v2,No journal ref found,none,cs.AI,Summary13920,cs/0306124v1,2003-06-23T22:24:05Z,Updating Probabilities,"Peter D. Grunwald, Joseph Y. Halpern",http://arxiv.org/pdf/cs/0306124v1,No journal ref found,none,cs.AI,Summary13921,cs/0306135v1,2003-06-27T11:25:17Z,Pruning Isomorphic Structural Sub-problems in Configuration,"Stephane Grandcolas, Laurent Henocque, Nicolas Prcovic",http://arxiv.org/pdf/cs/0306135v1,No journal ref found,none,cs.AI,Summary13922,cs/0307010v2,2003-07-04T16:34:45Z,"Probabilistic Reasoning as Information Compression by Multiple Alignment, Unification and Search: An Introduction and Overview",J Gerard Wolff,http://arxiv.org/pdf/cs/0307010v2,"Journal of Universal Computer Science 5 (7), 418--462, 1999",none,cs.AI,Summary13923,cs/0307025v1,2003-07-10T15:32:31Z,"Information Compression by Multiple Alignment, Unification and Search as a Unifying Principle in Computing and Cognition",J Gerard Wolff,http://arxiv.org/pdf/cs/0307025v1,"Artificial Intelligence Review 19(3), 193-230, 2003",none,cs.AI,Summary13924,cs/0307048v2,2003-07-21T13:03:19Z,Integrating cardinal direction relations and other orientation relations in Qualitative Spatial Reasoning,Amar Isli,http://arxiv.org/pdf/cs/0307048v2,No journal ref found,none,cs.AI,Summary13925,cs/0307050v1,2003-07-21T16:01:11Z,A ternary Relation Algebra of directed lines,Amar Isli,http://arxiv.org/pdf/cs/0307050v1,No journal ref found,none,cs.AI,Summary13926,cs/0307056v1,2003-07-24T21:32:09Z,From Statistical Knowledge Bases to Degrees of Belief,"Fahiem Bacchus, Adam Grove, Joseph Y. Halpern, Daphne Koller",http://arxiv.org/pdf/cs/0307056v1,"Artificial Intelligence 87:1-2, 1996, pp. 75-143",none,cs.AI,Summary13927,cs/0307063v1,2003-07-29T11:13:41Z,An Alternative to RDF-Based Languages for the Representation and Processing of Ontologies in the Semantic Web,J Gerard Wolff,http://arxiv.org/pdf/cs/0307063v1,No journal ref found,none,cs.AI,Summary13928,cs/0308002v3,2003-08-01T10:50:07Z,Quantifying and Visualizing Attribute Interactions,"Aleks Jakulin, Ivan Bratko",http://arxiv.org/pdf/cs/0308002v3,No journal ref found,none,cs.AI,Summary13929,cs/0309025v1,2003-09-15T07:20:48Z,Evidential Force Aggregation,Johan Schubert,http://arxiv.org/pdf/cs/0309025v1,"in Proceedings of the Sixth International Conference on Information Fusion (FUSION 2003), pp. 1223-1229, Cairns, Australia, 8-11 July 2003, International Society of Information Fusion, 2003",none,cs.AI,Summary13930,cs/0310023v1,2003-10-13T16:17:51Z,Application of Kullback-Leibler Metric to Speech Recognition,"Igor Bocharov, Pavel Lukin",http://arxiv.org/pdf/cs/0310023v1,No journal ref found,none,cs.AI,Summary13931,cs/0310044v1,2003-10-23T01:13:20Z,The Algebra of Utility Inference,Ali E. Abbas,http://arxiv.org/pdf/cs/0310044v1,No journal ref found,none,cs.AI,Summary13932,cs/0310045v1,2003-10-23T01:34:44Z,An information theory for preferences,Ali E. Abbas,http://arxiv.org/pdf/cs/0310045v1,No journal ref found,none,cs.AI,Summary13933,cs/0310047v1,2003-10-24T18:03:06Z,"Abductive Logic Programs with Penalization: Semantics, Complexity and Implementation","Simona Perri, Francesco Scarcello, Nicola Leone",http://arxiv.org/pdf/cs/0310047v1,No journal ref found,none,cs.AI,Summary13934,cs/0310061v1,2003-10-31T16:29:02Z,Local-search techniques for propositional logic extended with cardinality constraints,"Lengning Liu, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0310061v1,No journal ref found,none,cs.AI,Summary13935,cs/0310062v1,2003-10-31T16:46:07Z,WSAT(cc) - a fast local-search ASP solver,"Lengning Liu, Miroslaw Truszczynski",http://arxiv.org/pdf/cs/0310062v1,No journal ref found,none,cs.AI,Summary13936,cs/0311004v1,2003-11-06T07:33:23Z,Utility-Probability Duality,"Ali Abbas, Jim Matheson",http://arxiv.org/pdf/cs/0311004v1,No journal ref found,none,cs.AI,Summary13937,cs/0311007v1,2003-11-07T15:57:07Z,Parametric Connectives in Disjunctive Logic Programming,"Simona Perri, Nicola Leone",http://arxiv.org/pdf/cs/0311007v1,No journal ref found,none,cs.AI,Summary13938,cs/0311024v1,2003-11-20T10:10:25Z,Logic-Based Specification Languages for Intelligent Software Agents,"Viviana Mascardi, Maurizio Martelli, Leon Sterling",http://arxiv.org/pdf/cs/0311024v1,No journal ref found,none,cs.AI,Summary13939,cs/0311026v1,2003-11-20T17:36:53Z,Great Expectations. Part I: On the Customizability of Generalized Expected Utility,"Francis C. Chu, Joseph Y. Halpern",http://arxiv.org/pdf/cs/0311026v1,No journal ref found,none,cs.AI,Summary13940,cs/0311027v1,2003-11-20T17:39:22Z,Great Expectations. Part II: Generalized Expected Utility as a Universal Decision Rule,"Francis C. Chu, Joseph Y. Halpern",http://arxiv.org/pdf/cs/0311027v1,No journal ref found,none,cs.AI,Summary13941,cs/0311045v1,2003-11-27T11:18:59Z,"Unsupervised Grammar Induction in a Framework of Information Compression by Multiple Alignment, Unification and Search",J Gerard Wolff,http://arxiv.org/pdf/cs/0311045v1,"Proceedings of the Workshop and Tutorial on Learning Context-Free Grammars (in association with the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2003), September 2003, Cavtat-Dubrovnik, Croata), editors: C. de la Higuera and P. Adriaans and M. van Zaanen and J. Oncina, pp 113-124",none,cs.AI,Summary13942,cs/0311051v1,2003-11-28T04:06:56Z,Integrating existing cone-shaped and projection-based cardinal direction relations and a TCSP-like decidable generalisation,Amar Isli,http://arxiv.org/pdf/cs/0311051v1,No journal ref found,none,cs.AI,Summary13943,cs/0312020v1,2003-12-12T10:15:38Z,Modeling Object Oriented Constraint Programs in Z,Laurent Henocque,http://arxiv.org/pdf/cs/0312020v1,No journal ref found,none,cs.AI,Summary13944,cs/0312040v1,2003-12-18T13:38:49Z,Diagnostic reasoning with A-Prolog,"Marcello Balduccini, Michael Gelfond",http://arxiv.org/pdf/cs/0312040v1,TPLP Vol 3(4&5) (2003) 425-461,none,cs.AI,Summary13945,cs/0312045v1,2003-12-19T16:00:43Z,Weight Constraints as Nested Expressions,"Paolo Ferraris, Vladimir Lifschitz",http://arxiv.org/pdf/cs/0312045v1,No journal ref found,none,cs.AI,Summary13946,cs/0312053v1,2003-12-22T18:34:21Z,On the Expressibility of Stable Logic Programming,"Victor W. Marek, Jeffrey B. Remmel",http://arxiv.org/pdf/cs/0312053v1,"TCLP 3(2003), pp. 551-567q",none,cs.AI,Summary13947,cs/0401009v1,2004-01-13T16:16:07Z,Unifying Computing and Cognition: The SP Theory and its Applications,J Gerard Wolff,http://arxiv.org/pdf/cs/0401009v1,No journal ref found,none,cs.AI,Summary13948,cs/0402033v1,2004-02-16T06:15:05Z,Recycling Computed Answers in Rewrite Systems for Abduction,"Fangzhen Lin, Jia-Huai You",http://arxiv.org/pdf/cs/0402033v1,No journal ref found,none,cs.AI,Summary13949,cs/0402035v1,2004-02-16T17:02:29Z,Memory As A Monadic Control Construct In Problem-Solving,Jean-Marie Chauvet,http://arxiv.org/pdf/cs/0402035v1,No journal ref found,none,cs.AI,Summary13950,cs/0402057v2,2004-02-25T18:02:29Z,Integrating Defeasible Argumentation and Machine Learning Techniques,"Sergio Alejandro Gomez, Carlos Ivan Chesñevar",http://arxiv.org/pdf/cs/0402057v2,"Procs. WICC 2003 . Pp. 787-791. Tandil, Argentina, Mayo 2003",none,cs.AI,Summary13951,cs/0403002v2,2004-03-02T15:45:29Z,Epistemic Foundation of Stable Model Semantics,"Y. Loyer, U. Straccia",http://arxiv.org/pdf/cs/0403002v2,No journal ref found,none,cs.AI,Summary13952,cs/0403006v1,2004-03-05T12:53:57Z,The role of behavior modifiers in representation development,"Carlos R. de la Mora B., Carlos Gershenson, Angelica Garcia-Vega",http://arxiv.org/pdf/cs/0403006v1,No journal ref found,none,cs.AI,Summary13953,cs/0404011v1,2004-04-05T17:15:45Z,Parametric external predicates for the DLV System,"G. Ianni, F. Calimeri, A. Pietramala, M. C. Santoro",http://arxiv.org/pdf/cs/0404011v1,No journal ref found,none,cs.AI,Summary13954,cs/0404012v1,2004-04-05T17:23:07Z,Toward the Implementation of Functions in the DLV System (Preliminary Technical Report),"Francesco Calimeri, Nicola Leone",http://arxiv.org/pdf/cs/0404012v1,No journal ref found,none,cs.AI,Summary13955,cs/0404051v1,2004-04-24T14:16:04Z,Knowledge And The Action Description Language A,"Jorge Lobo, Gisela Mendez, Stuart R. Taylor",http://arxiv.org/pdf/cs/0404051v1,"Theory and Practice of Logic Programming, vol. 1, no. 2, 2001",none,cs.AI,Summary13956,cs/0405008v1,2004-05-04T23:02:53Z,A Comparative Study of Fuzzy Classification Methods on Breast Cancer Data,"Ravi Jain, Ajith Abraham",http://arxiv.org/pdf/cs/0405008v1,"Australiasian Physical And Engineering Sciences in Medicine, Australia, 2004 (forth coming)",none,cs.AI,Summary13957,cs/0405009v1,2004-05-04T23:48:39Z,Intelligent Systems: Architectures and Perspectives,Ajith Abraham,http://arxiv.org/pdf/cs/0405009v1,"Recent Advances in Intelligent Paradigms and Applications, Abraham A., Jain L. and Kacprzyk J. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3790815381, Chapter 1, pp. 1-35, 2002",none,cs.AI,Summary13958,cs/0405010v1,2004-05-05T00:27:53Z,A Neuro-Fuzzy Approach for Modelling Electricity Demand in Victoria,"Ajith Abraham, Baikunth Nath",http://arxiv.org/pdf/cs/0405010v1,"Applied Soft Computing Journal, Elsevier Science, Volume 1&2, pp. 127-138, 2001",none,cs.AI,Summary13959,cs/0405011v1,2004-05-05T00:32:52Z,Neuro Fuzzy Systems: Sate-of-the-Art Modeling Techniques,Ajith Abraham,http://arxiv.org/pdf/cs/0405011v1,"Connectionist Models of Neurons, Learning Processes, and Artificial Intelligence, Lecture Notes in Computer Science. Volume. 2084, Springer Verlag Germany, Jose Mira and Alberto Prieto (Eds.), ISBN 3540422358, Spain, pp. 269-276, 2001",none,cs.AI,Summary13960,cs/0405012v1,2004-05-05T00:36:17Z,Is Neural Network a Reliable Forecaster on Earth? A MARS Query!,"Ajith Abraham, Dan Steinberg",http://arxiv.org/pdf/cs/0405012v1,"Bio-Inspired Applications of Connectionism, Lecture Notes in Computer Science. Volume. 2085, Springer Verlag Germany, Jose Mira and Alberto Prieto (Eds.), ISBN 3540422374, Spain, pp.679-686, 2001",none,cs.AI,Summary13961,cs/0405013v1,2004-05-05T00:44:12Z,DCT Based Texture Classification Using Soft Computing Approach,"Golam Sorwar, Ajith Abraham",http://arxiv.org/pdf/cs/0405013v1,"Malaysian Journal of Computer Science, 2004 (forth coming)",none,cs.AI,Summary13962,cs/0405014v1,2004-05-05T00:57:34Z,Estimating Genome Reversal Distance by Genetic Algorithm,"Andy AuYeung, Ajith Abraham",http://arxiv.org/pdf/cs/0405014v1,"2003 IEEE Congress on Evolutionary Computation (CEC2003), Australia, IEEE Press, ISBN 0780378040, pp. 1157-1161, 2003",none,cs.AI,Summary13963,cs/0405017v1,2004-05-05T02:27:43Z,Data Mining Approach for Analyzing Call Center Performance,"Marcin Paprzycki, Ajith Abraham, Ruiyuan Guo",http://arxiv.org/pdf/cs/0405017v1,"The 17th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems, Canada, Springer Verlag, Germany, 2004 (forth coming)",none,cs.AI,Summary13964,cs/0405018v1,2004-05-05T02:38:25Z,Modeling Chaotic Behavior of Stock Indices Using Intelligent Paradigms,"Ajith Abraham, Ninan Sajith Philip, P. Saratchandran",http://arxiv.org/pdf/cs/0405018v1,"International Journal of Neural, Parallel & Scientific Computations, USA, Volume 11, Issue (1&2), pp. 143-160, 2003",none,cs.AI,Summary13965,cs/0405019v1,2004-05-05T02:44:41Z,Hybrid Fuzzy-Linear Programming Approach for Multi Criteria Decision Making Problems,"Sonja Petrovic-Lazarevic, Ajith Abraham",http://arxiv.org/pdf/cs/0405019v1,"International Journal of Neural, Parallel & Scientific Computations, USA, Volume 11, Issues (1&2), pp. 53-68, 2003",none,cs.AI,Summary13966,cs/0405024v1,2004-05-06T13:44:20Z,Meta-Learning Evolutionary Artificial Neural Networks,Ajith Abraham,http://arxiv.org/pdf/cs/0405024v1,"Neurocomputing Journal, Elsevier Science, Netherlands, Vol. 56c, pp. 1-38, 2004",none,cs.AI,Summary13967,cs/0405025v1,2004-05-06T13:52:23Z,The Largest Compatible Subset Problem for Phylogenetic Data,"Andy Auyeung, Ajith Abraham",http://arxiv.org/pdf/cs/0405025v1,"Genetic and Evolutionary Computation 2004 Conference (GECCO-2004), Bird-of-a-feather Workshop On Application of Hybrid Evolutionary Algorithms to Complex Optimization Problems, Springer Verlag Germany, 2004 (forth coming)",none,cs.AI,Summary13968,cs/0405030v1,2004-05-06T23:54:39Z,Business Intelligence from Web Usage Mining,Ajith Abraham,http://arxiv.org/pdf/cs/0405030v1,"Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co., Singapore, Vol. 2, No. 4, pp. 375-390, 2003",none,cs.AI,Summary13969,cs/0405049v1,2004-05-16T03:24:55Z,Export Behaviour Modeling Using EvoNF Approach,"Ron Edwards, Ajith Abraham, Sonja Petrovic-Lazarevic",http://arxiv.org/pdf/cs/0405049v1,"The International Conference on Computational Science 2003 (ICCS 2003), Springer Verlag, Lecture Notes in Computer Science Volume 2660, Sloot P.M.A. et al (Eds.), pp. 169-178, 2003",none,cs.AI,Summary13970,cs/0405050v1,2004-05-16T03:33:20Z,Traffic Accident Analysis Using Decision Trees and Neural Networks,"Miao M. Chong, Ajith Abraham, Marcin Paprzycki",http://arxiv.org/pdf/cs/0405050v1,"IADIS International Conference on Applied Computing, Portugal, IADIS Press, Pedro Isaias et al. (Eds.), ISBN: 9729894736, Volume 2, pp. 39-42, 2004",none,cs.AI,Summary13971,cs/0405051v1,2004-05-16T03:44:06Z,Short Term Load Forecasting Models in Czech Republic Using Soft Computing Paradigms,"Muhammad Riaz Khan, Ajith Abraham",http://arxiv.org/pdf/cs/0405051v1,"International Journal of Knowledge-Based Intelligent Engineering Systems, IOS Press Netherlands, Volume 7, Number 4, pp. 172-179, 2003",none,cs.AI,Summary13972,cs/0405052v1,2004-05-16T03:50:05Z,Decision Support Systems Using Intelligent Paradigms,"Cong Tran, Ajith Abraham, Lakhmi Jain",http://arxiv.org/pdf/cs/0405052v1,"International Journal of American Romanian Academy of Arts and Sciences, 2004 (forth coming)",none,cs.AI,Summary13973,cs/0405071v1,2004-05-21T12:43:19Z,Regression with respect to sensing actions and partial states,"Le-Chi Tuan, Chitta Baral, Tran Cao Son",http://arxiv.org/pdf/cs/0405071v1,No journal ref found,none,cs.AI,Summary13974,cs/0405090v1,2004-05-24T15:45:59Z,Propositional Defeasible Logic has Linear Complexity,Michael J. Maher,http://arxiv.org/pdf/cs/0405090v1,"Theory and Practice of Logic Programming, vol. 1, no. 6, 2001",none,cs.AI,Summary13975,cs/0405106v1,2004-05-27T18:43:39Z,Pruning Search Space in Defeasible Argumentation,"Carlos Iván Chesñevar, Guillermo Ricardo Simari, Alejandro Javier García",http://arxiv.org/pdf/cs/0405106v1,"Proc. of the Workshop on Advances and Trends in Search in Artificial Intelligence, pp.40-47. International Conf. of the Chilean Society in Computer Science, Santiago, Chile, 2000",none,cs.AI,Summary13976,cs/0405113v2,2004-05-31T10:50:23Z,A proposal to design expert system for the calculations in the domain of QFT,Andrea Severe,http://arxiv.org/pdf/cs/0405113v2,No journal ref found,none,cs.AI,Summary13977,cs/0406038v1,2004-06-21T13:42:03Z,A New Approach to Draw Detection by Move Repetition in Computer Chess Programming,"Vladan Vuckovic, Djordje Vidanovic",http://arxiv.org/pdf/cs/0406038v1,No journal ref found,none,cs.AI,Summary13978,cs/0407008v1,2004-07-02T20:15:02Z,Autogenic Training With Natural Language Processing Modules: A Recent Tool For Certain Neuro Cognitive Studies,"S. Ravichandran, M. N. Karthik",http://arxiv.org/pdf/cs/0407008v1,No journal ref found,none,cs.AI,Summary13979,cs/0407037v1,2004-07-16T06:08:22Z,Generalized Evolutionary Algorithm based on Tsallis Statistics,"Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar",http://arxiv.org/pdf/cs/0407037v1,No journal ref found,none,cs.AI,Summary13980,cs/0407040v1,2004-07-16T13:38:19Z,Decomposition Based Search - A theoretical and experimental evaluation,"W. J. van Hoeve, M. Milano",http://arxiv.org/pdf/cs/0407040v1,No journal ref found,none,cs.AI,Summary13981,cs/0407042v1,2004-07-16T14:37:11Z,Postponing Branching Decisions,"Willem Jan van Hoeve, Michela Milano",http://arxiv.org/pdf/cs/0407042v1,No journal ref found,none,cs.AI,Summary13982,cs/0407044v1,2004-07-16T14:53:21Z,Reduced cost-based ranking for generating promising subproblems,"M. Milano, W. J. van Hoeve",http://arxiv.org/pdf/cs/0407044v1,No journal ref found,none,cs.AI,Summary13983,cs/0408010v5,2004-08-03T16:08:37Z,A Simple Proportional Conflict Redistribution Rule,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0408010v5,"International Journal of Applied Mathematics and Statistics, Vol. 3, No. J05, 1-36, 2005.",none,cs.AI,Summary13984,cs/0408021v2,2004-08-08T19:41:23Z,An Algorithm for Quasi-Associative and Quasi-Markovian Rules of Combination in Information Fusion,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0408021v2,"International Journal of Applied Mathematics & Statistics, Vol. 22, No. S11 (Special Issue on Soft Computing), 33-42, 2011",none,cs.AI,Summary13985,cs/0408044v1,2004-08-19T14:47:51Z,FLUX: A Logic Programming Method for Reasoning Agents,Michael Thielscher,http://arxiv.org/pdf/cs/0408044v1,No journal ref found,none,cs.AI,Summary13986,cs/0408064v3,2004-08-28T03:08:39Z,Proportional Conflict Redistribution Rules for Information Fusion,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0408064v3,"Proceedings of the 8th International Conference on Information Fusion, Philadelphia, 25-29 July, 2005; IEEE Catalog Number: 05EX1120C, ISBN: 0-7803-9287-6.",none,cs.AI,Summary13987,cs/0409007v1,2004-09-06T17:47:06Z,The Generalized Pignistic Transformation,"Jean Dezert, Florentin Smarandache, Milan Daniel",http://arxiv.org/pdf/cs/0409007v1,"Proceedings of the Seventh International Conference on Information Fusion, International Society for Information Fusion, Stockholm, Sweden, 384-391, 2004",none,cs.AI,Summary13988,cs/0409040v3,2004-09-23T02:02:44Z,Unification of Fusion Theories,Florentin Smarandache,http://arxiv.org/pdf/cs/0409040v3,"Presented at NATO Advanced Study Institute, Albena, Bulgaria, 16-27 May 2005. International Journal of Applied Mathematics & Statistics, Vol. 2, 1-14, 2004.",none,cs.AI,Summary13989,cs/0410014v1,2004-10-06T15:01:50Z,Normal forms for Answer Sets Programming,"Stefania Costantini, Alessandro Provetti",http://arxiv.org/pdf/cs/0410014v1,No journal ref found,none,cs.AI,Summary13990,cs/0410033v2,2004-10-14T22:53:46Z,An In-Depth Look at Information Fusion Rules & the Unification of Fusion Theories,Florentin Smarandache,http://arxiv.org/pdf/cs/0410033v2,"Partially published in Review of the Air Force Academy (The Scientific Informative Review), Brasov, No. 2, pp. 31-40, 2006.",none,cs.AI,Summary13991,cs/0410049v1,2004-10-19T17:31:11Z,Intransitivity and Vagueness,Joseph Y. Halpern,http://arxiv.org/pdf/cs/0410049v1,No journal ref found,none,cs.AI,Summary13992,cs/0410050v1,2004-10-19T17:31:44Z,Sleeping Beauty Reconsidered: Conditioning and Reflection in Asynchronous Systems,Joseph Y. Halpern,http://arxiv.org/pdf/cs/0410050v1,No journal ref found,none,cs.AI,Summary13993,cs/0411015v1,2004-11-08T01:52:58Z,Bounded Input Bounded Predefined Control Bounded Output,Ziny Flikop,http://arxiv.org/pdf/cs/0411015v1,No journal ref found,none,cs.AI,Summary13994,cs/0411034v2,2004-11-12T00:42:55Z,Generating Conditional Probabilities for Bayesian Networks: Easing the Knowledge Acquisition Problem,Balaram Das,http://arxiv.org/pdf/cs/0411034v2,No journal ref found,none,cs.AI,Summary13995,cs/0411071v1,2004-11-19T13:12:40Z,Comparing Multi-Target Trackers on Different Force Unit Levels,"Hedvig Sidenbladh, Pontus Svenson, Johan Schubert",http://arxiv.org/pdf/cs/0411071v1,"Proc SPIE Vol 5429, p 306-314 (2004)",none,cs.AI,Summary13996,cs/0411072v1,2004-11-19T13:37:40Z,Extremal optimization for sensor report pre-processing,Pontus Svenson,http://arxiv.org/pdf/cs/0411072v1,"Proc SPIE Vol 5429, p 162-171 (2004)",none,cs.AI,Summary13997,cs/0412091v1,2004-12-19T14:56:11Z,"The Combination of Paradoxical, Uncertain, and Imprecise Sources of Information based on DSmT and Neutro-Fuzzy Inference","Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0412091v1,"A version of this paper published in Proceedings of 10th International Conference on Fuzzy Theory and Technology (FT&T 2005), Salt Lake City, Utah, USA, July 21-26, 2005.",none,cs.AI,Summary13998,cs/0501068v1,2005-01-24T11:05:36Z,Learning to automatically detect features for mobile robots using second-order Hidden Markov Models,"Olivier Aycard, Jean-Francois Mari, Richard Washington",http://arxiv.org/pdf/cs/0501068v1,No journal ref found,none,cs.AI,Summary13999,cs/0501072v1,2005-01-25T16:09:11Z,Inferring knowledge from a large semantic network,"Dominique Dutoit, Thierry Poibeau",http://arxiv.org/pdf/cs/0501072v1,Inferring knowledge from a large semantic network (2002) 232-238,none,cs.AI,Summary14000,cs/0501084v1,2005-01-28T20:19:12Z,Towards Automated Integration of Guess and Check Programs in Answer Set Programming: A Meta-Interpreter and Applications,"Thomas Eiter, Axel Polleres",http://arxiv.org/pdf/cs/0501084v1,No journal ref found,none,cs.AI,Summary14001,cs/0501086v1,2005-01-31T16:00:22Z,Clever Search: A WordNet Based Wrapper for Internet Search Engines,"Peter M. Kruse, Andre Naujoks, Dietmar Roesner, Manuela Kunze",http://arxiv.org/pdf/cs/0501086v1,Proceedings of 2nd GermaNet Workshop 2005,none,cs.AI,Summary14002,cs/0501089v1,2005-01-31T10:07:52Z,Issues in Exploiting GermaNet as a Resource in Real Applications,"Manuela Kunze, Dietmar Roesner",http://arxiv.org/pdf/cs/0501089v1,No journal ref found,none,cs.AI,Summary14003,cs/0501093v1,2005-01-31T07:59:14Z,Transforming Business Rules Into Natural Language Text,"Manuela Kunze, Dietmar Roesner",http://arxiv.org/pdf/cs/0501093v1,"in Proceedings of IWCS-6, 2005",none,cs.AI,Summary14004,cs/0501094v2,2005-01-31T08:36:39Z,Corpus based Enrichment of GermaNet Verb Frames,"Manuela Kunze, Dietmar Roesner",http://arxiv.org/pdf/cs/0501094v2,in Proceedings of LREC 2004,none,cs.AI,Summary14005,cs/0501095v1,2005-01-31T09:25:29Z,Context Related Derivation of Word Senses,"Manuela Kunze, Dietmar Roesner",http://arxiv.org/pdf/cs/0501095v1,in Proceedings of Ontolex- Workshop 2004,none,cs.AI,Summary14006,cs/0501096v1,2005-01-31T09:48:46Z,Transforming and Enriching Documents for the Semantic Web,"Dietmar Roesner, Manuela Kunze, Sylke Kroetzsch",http://arxiv.org/pdf/cs/0501096v1,"KI (1), 2004",none,cs.AI,Summary14007,cs/0502060v1,2005-02-13T18:20:48Z,Perspectives for Strong Artificial Life,J. -Ph Rennard,http://arxiv.org/pdf/cs/0502060v1,"Rennard, J.-Ph., (2004), Perspective for Strong Artificial Life in De Castro, L.N. & von Zuben F.J. (Eds), Recent Developments in Biologically Inspired Computing, Hershey:IGP, 301-318",none,cs.AI,Summary14008,cs/0504064v1,2005-04-14T10:27:55Z,Neural-Network Techniques for Visual Mining Clinical Electroencephalograms,"Vitaly Schetinin, Joachim Schult, Anatoly Brazhnikov",http://arxiv.org/pdf/cs/0504064v1,No journal ref found,none,cs.AI,Summary14009,cs/0504065v1,2005-04-14T10:30:54Z,Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data,"Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez",http://arxiv.org/pdf/cs/0504065v1,No journal ref found,none,cs.AI,Summary14010,cs/0504066v1,2005-04-14T10:33:33Z,Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique,"Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez",http://arxiv.org/pdf/cs/0504066v1,"Journal of Mathematical Modelling and Algorithms, 2005",none,cs.AI,Summary14011,cs/0504071v1,2005-04-14T13:14:53Z,Proceedings of the Pacific Knowledge Acquisition Workshop 2004,"Byeong Ho Kang, Achim Hoffmann, Takahira Yamaguchi, Wai Kiang Yeap",http://arxiv.org/pdf/cs/0504071v1,No journal ref found,none,cs.AI,Summary14012,cs/0505018v1,2005-05-09T06:54:57Z,Temporal and Spatial Data Mining with Second-Order Hidden Models,"Jean-Francois Mari, Florence Le Ber",http://arxiv.org/pdf/cs/0505018v1,No journal ref found,none,cs.AI,Summary14013,cs/0505081v1,2005-05-30T13:42:02Z,An ontological approach to the construction of problem-solving models,"Sabine Bruaux, Gilles Kassel, Gilles Morel",http://arxiv.org/pdf/cs/0505081v1,No journal ref found,none,cs.AI,Summary14014,cs/0506031v1,2005-06-09T14:57:53Z,A Constrained Object Model for Configuration Based Workflow Composition,"Patrick Albert, Laurent Henocque, Mathias Kleiner",http://arxiv.org/pdf/cs/0506031v1,No journal ref found,none,cs.AI,Summary14015,cs/0507010v1,2005-07-05T13:02:02Z,A Study for the Feature Core of Dynamic Reduct,Jiayang Wang,http://arxiv.org/pdf/cs/0507010v1,No journal ref found,none,cs.AI,Summary14016,cs/0507023v1,2005-07-08T12:47:38Z,Two-dimensional cellular automata and the analysis of correlated time series,"Luis O. Rigo Jr., Valmir C. Barbosa",http://arxiv.org/pdf/cs/0507023v1,"Pattern Recognition Letters 27 (2006), 1353-1360",none,cs.AI,Summary14017,cs/0507029v1,2005-07-11T13:11:25Z,ATNoSFERES revisited,"Samuel Landau, Olivier Sigaud, Marc Schoenauer",http://arxiv.org/pdf/cs/0507029v1,"Landau S., Sigaud O., Schoenauer M. ""ATNoSFERES revisited"" Dans Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2005 [OAI: oai:hal.inria.fr:inria-00000158\_v1] - http://hal.inria.fr/inria-00000158",none,cs.AI,Summary14018,cs/0508132v1,2005-08-31T14:50:22Z,Planning with Preferences using Logic Programming,"Tran Cao Son, Enrico Pontelli",http://arxiv.org/pdf/cs/0508132v1,No journal ref found,none,cs.AI,Summary14019,cs/0509011v1,2005-09-05T02:47:12Z,Clustering Mixed Numeric and Categorical Data: A Cluster Ensemble Approach,"Zengyou He, Xiaofei Xu, Shengchun Deng",http://arxiv.org/pdf/cs/0509011v1,No journal ref found,none,cs.AI,Summary14020,cs/0509033v1,2005-09-13T06:33:08Z,K-Histograms: An Efficient Clustering Algorithm for Categorical Dataset,"Zengyou He, Xiaofei Xu, Shengchun Deng, Bin Dong",http://arxiv.org/pdf/cs/0509033v1,No journal ref found,none,cs.AI,Summary14021,cs/0510050v1,2005-10-18T08:32:38Z,Integration of the DOLCE top-level ontology into the OntoSpec methodology,Gilles Kassel,http://arxiv.org/pdf/cs/0510050v1,No journal ref found,none,cs.AI,Summary14022,cs/0510062v1,2005-10-21T13:45:15Z,Using Interval Particle Filtering for Marker less 3D Human Motion Capture,"Jamal Saboune, François Charpillet",http://arxiv.org/pdf/cs/0510062v1,No journal ref found,none,cs.AI,Summary14023,cs/0510063v1,2005-10-21T13:45:49Z,Markerless Human Motion Capture for Gait Analysis,"Jamal Saboune, François Charpillet",http://arxiv.org/pdf/cs/0510063v1,No journal ref found,none,cs.AI,Summary14024,cs/0510079v2,2005-10-25T21:15:31Z,Evidence with Uncertain Likelihoods,"Joseph Y. Halpern, Riccardo Pucella",http://arxiv.org/pdf/cs/0510079v2,No journal ref found,none,cs.AI,Summary14025,cs/0510083v1,2005-10-26T14:47:07Z,Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages,"Nizar Kerkeni, Frederic Alexandre, Mohamed Hedi Bedoui, Laurent Bougrain, Mohamed Dogui",http://arxiv.org/pdf/cs/0510083v1,No journal ref found,none,cs.AI,Summary14026,cs/0510091v1,2005-10-31T06:06:57Z,"An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling","Marc Schoenauer, Yann Semet",http://arxiv.org/pdf/cs/0510091v1,No journal ref found,none,cs.AI,Summary14027,cs/0511004v1,2005-11-01T19:46:18Z,Evolutionary Computing,"Aguston E. Eiben, Marc Schoenauer",http://arxiv.org/pdf/cs/0511004v1,No journal ref found,none,cs.AI,Summary14028,cs/0511015v2,2005-11-03T16:28:05Z,"Towards a Hierarchical Model of Consciousness, Intelligence, Mind and Body",Prashant,http://arxiv.org/pdf/cs/0511015v2,No journal ref found,none,cs.AI,Summary14029,cs/0511091v1,2005-11-28T07:14:18Z,Evolution of Voronoi based Fuzzy Recurrent Controllers,"Carlos Kavka, Patricia Roggero, Marc Schoenauer",http://arxiv.org/pdf/cs/0511091v1,Dans GECCO 2005,none,cs.AI,Summary14030,cs/0512045v2,2005-12-11T19:47:42Z,Branch-and-Prune Search Strategies for Numerical Constraint Solving,"Xuan-Ha Vu, Marius-Calin Silaghi, Djamila Sam-Haroud, Boi Faltings",http://arxiv.org/pdf/cs/0512045v2,No journal ref found,none,cs.AI,Summary14031,cs/0512047v2,2005-12-13T01:21:58Z,Processing Uncertainty and Indeterminacy in Information Systems success mapping,"Jose L. Salmeron, Florentin Smarandache",http://arxiv.org/pdf/cs/0512047v2,No journal ref found,none,cs.AI,Summary14032,cs/0512099v1,2005-12-27T21:29:16Z,Mathematical Models in Schema Theory,Mark Burgin,http://arxiv.org/pdf/cs/0512099v1,No journal ref found,none,cs.AI,Summary14033,cs/0601001v2,2006-01-02T13:17:09Z,Truecluster: robust scalable clustering with model selection,Jens Oehlschlägel,http://arxiv.org/pdf/cs/0601001v2,No journal ref found,none,cs.AI,Summary14034,cs/0601031v1,2006-01-09T16:57:08Z,Divide-and-Evolve: a New Memetic Scheme for Domain-Independent Temporal Planning,"Marc Schoenauer, Pierre Savéant, Vincent Vidal",http://arxiv.org/pdf/cs/0601031v1,Dans EvoCOP2006,none,cs.AI,Summary14035,cs/0601052v1,2006-01-13T19:01:42Z,Artificial and Biological Intelligence,Subhash Kak,http://arxiv.org/pdf/cs/0601052v1,"ACM Ubiquity, vol. 6, number 42, 2005, pp. 1-20",none,cs.AI,Summary14036,cs/0601109v3,2006-01-25T20:11:11Z,Certainty Closure: Reliable Constraint Reasoning with Incomplete or Erroneous Data,"Neil Yorke-Smith, Carmen Gervet",http://arxiv.org/pdf/cs/0601109v3,No journal ref found,none,cs.AI,Summary14037,cs/0602022v1,2006-02-07T07:48:27Z,Avoiding the Bloat with Stochastic Grammar-based Genetic Programming,"Alain Ratle, Michèle Sebag",http://arxiv.org/pdf/cs/0602022v1,No journal ref found,none,cs.AI,Summary14038,cs/0602031v1,2006-02-08T11:38:44Z,Classifying Signals with Local Classifiers,Wit Jakuczun,http://arxiv.org/pdf/cs/0602031v1,No journal ref found,none,cs.AI,Summary14039,cs/0603025v2,2006-03-07T17:54:59Z,Open Answer Set Programming with Guarded Programs,"Stijn Heymans, Davy Van Nieuwenborgh, Dirk Vermeir",http://arxiv.org/pdf/cs/0603025v2,No journal ref found,none,cs.AI,Summary14040,cs/0603034v1,2006-03-09T10:07:46Z,Metatheory of actions: beyond consistency,"Andreas Herzig, Ivan Varzinczak",http://arxiv.org/pdf/cs/0603034v1,No journal ref found,none,cs.AI,Summary14041,cs/0603038v2,2006-03-09T14:46:18Z,"Estimation of linear, non-gaussian causal models in the presence of confounding latent variables","Patrik O. Hoyer, Shohei Shimizu, Antti J. Kerminen",http://arxiv.org/pdf/cs/0603038v2,No journal ref found,none,cs.AI,Summary14042,cs/0603081v1,2006-03-20T23:43:45Z,Application of Support Vector Regression to Interpolation of Sparse Shock Physics Data Sets,"Nikita A. Sakhanenko, George F. Luger, Hanna E. Makaruk, David B. Holtkamp",http://arxiv.org/pdf/cs/0603081v1,No journal ref found,none,cs.AI,Summary14043,cs/0603120v1,2006-03-30T02:02:37Z,Approximation Algorithms for K-Modes Clustering,Zengyou He,http://arxiv.org/pdf/cs/0603120v1,No journal ref found,none,cs.AI,Summary14044,cs/0604009v1,2006-04-05T10:29:28Z,Can an Organism Adapt Itself to Unforeseen Circumstances?,Alexey V. Melkikh,http://arxiv.org/pdf/cs/0604009v1,No journal ref found,none,cs.AI,Summary14045,cs/0604042v1,2006-04-11T14:35:15Z,Adaptative combination rule and proportional conflict redistribution rule for information fusion,"M. C. Florea, J. Dezert, P. Valin, F. Smarandache, Anne-Laure Jousselme",http://arxiv.org/pdf/cs/0604042v1,No journal ref found,none,cs.AI,Summary14046,cs/0604070v2,2006-04-19T06:28:55Z,Retraction and Generalized Extension of Computing with Words,"Yongzhi Cao, Mingsheng Ying, Guoqing Chen",http://arxiv.org/pdf/cs/0604070v2,"IEEE Transactions on Fuzzy Systems, vol. 15(6): 1238-1250, Dec. 2007",none,cs.AI,Summary14047,cs/0604086v1,2006-04-21T16:53:28Z,A Knowledge-Based Approach for Selecting Information Sources,"Thomas Eiter, Michael Fink, Hans Tompits",http://arxiv.org/pdf/cs/0604086v1,No journal ref found,none,cs.AI,Summary14048,cs/0605012v2,2006-05-04T17:16:02Z,Perspective alignment in spatial language,"L. Steels, M. Loetzsch",http://arxiv.org/pdf/cs/0605012v2,No journal ref found,none,cs.AI,Summary14049,cs/0605017v1,2006-05-04T22:35:12Z,"Reasoning and Planning with Sensing Actions, Incomplete Information, and Static Causal Laws using Answer Set Programming","Phan Huy Tu, Tran Cao Son, Chitta Baral",http://arxiv.org/pdf/cs/0605017v1,No journal ref found,none,cs.AI,Summary14050,cs/0605055v1,2006-05-12T13:32:50Z,Approximate Discrete Probability Distribution Representation using a Multi-Resolution Binary Tree,"David Bellot, Pierre Bessiere",http://arxiv.org/pdf/cs/0605055v1,"International Conference on Tools for Artificial Intelligence - ITCAI 2003, Sacramento, (2003) --",none,cs.AI,Summary14051,cs/0605108v2,2006-05-24T15:49:06Z,Diagnosability of Fuzzy Discrete Event Systems,"Fuchun Liu, Daowen Qiu, Hongyan Xing, Zhujun Fan",http://arxiv.org/pdf/cs/0605108v2,No journal ref found,none,cs.AI,Summary14052,cs/0605123v1,2006-05-26T09:44:44Z,Classification of Ordinal Data,Jaime S. Cardoso,http://arxiv.org/pdf/cs/0605123v1,No journal ref found,none,cs.AI,Summary14053,cs/0606020v2,2006-06-05T23:55:37Z,Imagination as Holographic Processor for Text Animation,"Vadim Astakhov, Tamara Astakhova, Brian Sanders",http://arxiv.org/pdf/cs/0606020v2,No journal ref found,none,cs.AI,Summary14054,cs/0606029v1,2006-06-07T14:32:55Z,Belief Calculus,Audun Josang,http://arxiv.org/pdf/cs/0606029v1,No journal ref found,none,cs.AI,Summary14055,cs/0606066v1,2006-06-14T11:36:06Z,The Cumulative Rule for Belief Fusion,Audun Josang,http://arxiv.org/pdf/cs/0606066v1,No journal ref found,none,cs.AI,Summary14056,cs/0606081v3,2006-06-19T09:13:43Z,New Millennium AI and the Convergence of History,Juergen Schmidhuber,http://arxiv.org/pdf/cs/0606081v3,No journal ref found,none,cs.AI,Summary14057,cs/0607005v2,2006-07-02T14:54:54Z,Belief Conditioning Rules (BCRs),"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0607005v2,No journal ref found,none,cs.AI,Summary14058,cs/0607071v1,2006-07-14T12:44:24Z,Islands for SAT,"H. Fang, Y. Kilani, J. H. M. Lee, P. J. Stuckey",http://arxiv.org/pdf/cs/0607071v1,No journal ref found,none,cs.AI,Summary14059,cs/0607143v1,2006-07-31T15:32:44Z,Target Type Tracking with PCR5 and Dempsters rules: A Comparative Analysis,"Jean Dezert, Albena Tchamova, Florentin Smarandache, Pavlina Konstantinova",http://arxiv.org/pdf/cs/0607143v1,"Proceedings of Fusion 2006 International Conference, Florence, Italy, July 2006",none,cs.AI,Summary14060,cs/0607147v2,2006-07-31T17:16:57Z,Fusion of qualitative beliefs using DSmT,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0607147v2,"Presented as an extended version (Tutorial MO2) to the Fusion 2006 International Conference, Florence, Italy, July 10-13, 2006",none,cs.AI,Summary14061,cs/0608002v1,2006-08-01T15:31:13Z,"An Introduction to the DSm Theory for the Combination of Paradoxical, Uncertain, and Imprecise Sources of Information","Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0608002v1,"Presented at 13th International Congress of Cybernetics and Systems, Maribor, Slovenia, July 6-10, 2005.",none,cs.AI,Summary14062,cs/0608019v1,2006-08-03T03:24:24Z,Relation Variables in Qualitative Spatial Reasoning,Sebastian Brand,http://arxiv.org/pdf/cs/0608019v1,No journal ref found,none,cs.AI,Summary14063,cs/0608028v1,2006-08-04T20:26:25Z,Using Sets of Probability Measures to Represent Uncertainty,Joseph Y. Halpern,http://arxiv.org/pdf/cs/0608028v1,No journal ref found,none,cs.AI,Summary14064,cs/0609111v2,2006-09-19T21:33:07Z,A State-Based Regression Formulation for Domains with Sensing Actions
and Incomplete Information,"Le-Chi Tuan, Chitta Baral, Tran Cao Son",http://arxiv.org/pdf/cs/0609111v2,"Logical Methods in Computer Science, Volume 2, Issue 4 (October 2, 2006) lmcs:2238",none,cs.AI,Summary14065,cs/0609132v1,2006-09-24T17:29:49Z,Semantic Description of Parameters in Web Service Annotations,Jochen Gruber,http://arxiv.org/pdf/cs/0609132v1,No journal ref found,none,cs.AI,Summary14066,cs/0609136v1,2006-09-24T20:04:01Z,The ALVIS Format for Linguistically Annotated Documents,"Adeline Nazarenko, Erick Alphonse, Julien Derivière, Thierry Hamon, Guillaume Vauvert, Davy Weissenbacher",http://arxiv.org/pdf/cs/0609136v1,"Proceedings of the fifth international conference on Language Resources and Evaluation, LREC 2006 (2006) 1782-1786",none,cs.AI,Summary14067,cs/0609142v1,2006-09-26T07:52:54Z,Modular self-organization,Bruno Scherrer,http://arxiv.org/pdf/cs/0609142v1,No journal ref found,none,cs.AI,Summary14068,cs/0610043v1,2006-10-09T12:12:45Z,Farthest-Point Heuristic based Initialization Methods for K-Modes Clustering,Zengyou He,http://arxiv.org/pdf/cs/0610043v1,No journal ref found,none,cs.AI,Summary14069,cs/0610060v1,2006-10-11T10:26:40Z,Comparing Typical Opening Move Choices Made by Humans and Chess Engines,"Mark Levene, Judit Bar-Ilan",http://arxiv.org/pdf/cs/0610060v1,No journal ref found,none,cs.AI,Summary14070,cs/0610111v3,2006-10-18T21:51:44Z,Local approximate inference algorithms,"Kyomin Jung, Devavrat Shah",http://arxiv.org/pdf/cs/0610111v3,No journal ref found,none,cs.AI,Summary14071,cs/0610140v1,2006-10-24T16:27:09Z,Constant for associative patterns ensemble,"Leonid Makarov, Peter Komarov",http://arxiv.org/pdf/cs/0610140v1,No journal ref found,none,cs.AI,Summary14072,cs/0610156v1,2006-10-27T10:08:32Z,Adaptation Knowledge Discovery from a Case Base,"Mathieu DAquin, Fadi Badra, Sandrine Lafrogne, Jean Lieber, Amedeo Napoli, Laszlo Szathmary",http://arxiv.org/pdf/cs/0610156v1,"Proceedings of the 17th European Conference on Artificial Intelligence (ECAI-06), Trento G. Brewka (Ed.) (2006) 795--796",none,cs.AI,Summary14073,cs/0610165v1,2006-10-30T09:59:31Z,Decentralized Failure Diagnosis of Stochastic Discrete Event Systems,"Fuchun Liu, Daowen Qiu, Hongyan Xing, Zhujun Fan",http://arxiv.org/pdf/cs/0610165v1,"IEEE Transactions on Automatic Control, 53 (2) (2008) 535-546.",none,cs.AI,Summary14074,cs/0610175v1,2006-10-31T14:50:06Z,DSmT: A new paradigm shift for information fusion,"Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/cs/0610175v1,No journal ref found,none,cs.AI,Summary14075,cs/0611047v1,2006-11-10T22:03:11Z,The Reaction RuleML Classification of the Event / Action / State Processing and Reasoning Space,Adrian Paschke,http://arxiv.org/pdf/cs/0611047v1,No journal ref found,none,cs.AI,Summary14076,cs/0611085v1,2006-11-17T19:14:47Z,Fuzzy Logic Classification of Imaging Laser Desorption Fourier Transform Mass Spectrometry Data,"Timothy R. McJunkin, Jill R. Scott",http://arxiv.org/pdf/cs/0611085v1,No journal ref found,none,cs.AI,Summary14077,cs/0611118v2,2006-11-22T20:04:21Z,A Neutrosophic Description Logic,"Haibin Wang, Andre Rogatko, Florentin Smarandache, Rajshekhar Sunderraman",http://arxiv.org/pdf/cs/0611118v2,"Proceedings of 2006 IEEE International Conference on Granular Computing, edited by Yan-Qing Zhang and Tsau Young Lin, Georgia State University, Atlanta, pp. 305-308, 2006",none,cs.AI,Summary14078,cs/0611141v1,2006-11-28T14:23:23Z,A Generic Global Constraint based on MDDs,"Peter Tiedemann, Henrik Reif Andersen, Rasmus Pagh",http://arxiv.org/pdf/cs/0611141v1,No journal ref found,none,cs.AI,Summary14079,cs/0612056v1,2006-12-09T17:18:20Z,Conscious Intelligent Systems - Part 1 : I X I,U. Gayathree,http://arxiv.org/pdf/cs/0612056v1,No journal ref found,none,cs.AI,Summary14080,cs/0612057v1,2006-12-09T17:28:24Z,"Conscious Intelligent Systems - Part II - Mind, Thought, Language and Understanding",U. Gayathree,http://arxiv.org/pdf/cs/0612057v1,No journal ref found,none,cs.AI,Summary14081,cs/0612068v1,2006-12-12T16:21:16Z,Interactive Configuration by Regular String Constraints,"Esben Rune Hansen, Henrik Reif Andersen",http://arxiv.org/pdf/cs/0612068v1,No journal ref found,none,cs.AI,Summary14082,cs/0612109v2,2006-12-21T17:29:28Z,Truncating the loop series expansion for Belief Propagation,"Vicenc Gomez, J. M. Mooij, H. J. Kappen",http://arxiv.org/pdf/cs/0612109v2,"The Journal of Machine Learning Research, 8(Sep):1987--2016, 2007",none,cs.AI,Summary14083,cs/0701013v1,2007-01-03T09:06:03Z,Attribute Value Weighting in K-Modes Clustering,"Zengyou He, Xaiofei Xu, Shengchun Deng",http://arxiv.org/pdf/cs/0701013v1,No journal ref found,none,cs.AI,Summary14084,cs/0701184v2,2007-01-29T12:47:08Z,Structure and Problem Hardness: Goal Asymmetry and DPLL Proofs in
SAT-Based Planning,"Joerg Hoffmann, Carla Gomes, Bart Selman",http://arxiv.org/pdf/cs/0701184v2,"Logical Methods in Computer Science, Volume 3, Issue 1 (February 26, 2007) lmcs:2228",none,cs.AI,Summary14085,cs/0702028v2,2007-02-05T14:56:49Z,Uniform and Partially Uniform Redistribution Rules,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/cs/0702028v2,"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), World Scientific, Vol. 19, No. 6, 921-937, 2011",none,cs.AI,Summary14086,cs/0702170v1,2007-02-28T15:32:48Z,Generic Global Constraints based on MDDs,"Peter Tiedemann, Henrik Reif Andersen, Rasmus Pagh",http://arxiv.org/pdf/cs/0702170v1,No journal ref found,none,cs.AI,Summary14087,cs/0703060v1,2007-03-13T02:18:09Z,Redesigning Decision Matrix Method with an indeterminacy-based inference process,"Jose L. Salmeron, Florentin Smarandache",http://arxiv.org/pdf/cs/0703060v1,"A short version published in Advances in Fuzzy Sets and Systems, Vol. 1(2), 263-271, 2006",none,cs.AI,Summary14088,cs/0703124v1,2007-03-26T07:37:11Z,Modelling Complexity in Musical Rhythm,"Cheng-Yuan Liou, Tai-Hei Wu, Chia-Ying Lee",http://arxiv.org/pdf/cs/0703124v1,Complexity 15(4) (2010) 19~30 final form at http://www3.interscience.wiley.com/cgi-bin/fulltext/123191810/PDFSTART,none,cs.AI,Summary14089,cs/0703130v1,2007-03-26T12:18:32Z,"Space-contained conflict revision, for geographic information","Omar Doukari, Robert Jeansoulin",http://arxiv.org/pdf/cs/0703130v1,"Proc. of 10th AGILE International Conference on Geographic Information Science, AGILE 2007. (07/05/2007) 1-14",none,cs.AI,Summary14090,0704.1394v1,2007-04-11T10:59:56Z,Calculating Valid Domains for BDD-Based Interactive Configuration,"Tarik Hadzic, Rune Moller Jensen, Henrik Reif Andersen",http://arxiv.org/pdf/0704.1394v1,No journal ref found,none,cs.AI,Summary14091,0704.2010v2,2007-04-16T13:10:35Z,A study of structural properties on profiles HMMs,"Juliana S Bernardes, Alberto Davila, Vitor Santos Costa, Gerson Zaverucha",http://arxiv.org/pdf/0704.2010v2,No journal ref found,none,cs.AI,Summary14092,0704.3433v1,2007-04-25T19:50:59Z,Bayesian approach to rough set,"Tshilidzi Marwala, Bodie Crossingham",http://arxiv.org/pdf/0704.3433v1,No journal ref found,none,cs.AI,Summary14093,0704.3515v1,2007-04-26T11:29:19Z,Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition,"J. Uglov, V. Schetinin, C. Maple",http://arxiv.org/pdf/0704.3515v1,No journal ref found,none,cs.AI,Summary14094,0704.3905v1,2007-04-30T09:29:22Z,Ensemble Learning for Free with Evolutionary Algorithms ?,"Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini",http://arxiv.org/pdf/0704.3905v1,Dans GECCO (2007),none,cs.AI,Summary14095,0705.0197v1,2007-05-02T03:13:28Z,"Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models","Tshilidzi Marwala, Unathi Mahola, Snehashish Chakraverty",http://arxiv.org/pdf/0705.0197v1,"Computer Assisted Mechanics and Engineering Sciences, Vol. 14, No. 2, 2007.",none,cs.AI,Summary14096,0705.0693v1,2007-05-07T19:15:24Z,Learning to Bluff,"Evan Hurwitz, Tshilidzi Marwala",http://arxiv.org/pdf/0705.0693v1,No journal ref found,none,cs.AI,Summary14097,0705.0734v1,2007-05-05T08:47:31Z,Soft constraint abstraction based on semiring homomorphism,"Sanjiang Li, Mingsheng Ying",http://arxiv.org/pdf/0705.0734v1,"Theoretical Computer Science 403(2-3) 192-201, 2008",none,cs.AI,Summary14098,0705.0761v3,2007-05-06T22:55:58Z,Bayesian Approach to Neuro-Rough Models,"Tshilidzi Marwala, Bodie Crossingham",http://arxiv.org/pdf/0705.0761v3,No journal ref found,none,cs.AI,Summary14099,0705.0969v1,2007-05-07T19:00:28Z,Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting,"Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala",http://arxiv.org/pdf/0705.0969v1,No journal ref found,none,cs.AI,Summary14100,0705.1031v1,2007-05-08T05:12:01Z,Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values,"F. V. Nelwamondo, T. Marwala",http://arxiv.org/pdf/0705.1031v1,No journal ref found,none,cs.AI,Summary14101,0705.1209v1,2007-05-09T05:53:30Z,Artificial Intelligence for Conflict Management,"E. Habtemariam, T. Marwala, M. Lagazio",http://arxiv.org/pdf/0705.1209v1,No journal ref found,none,cs.AI,Summary14102,0705.1244v1,2007-05-09T09:53:31Z,Evolving Symbolic Controllers,"Nicolas Godzik, Marc Schoenauer, Michèle Sebag",http://arxiv.org/pdf/0705.1244v1,"Dans 4th European Workshop on Evolutionary Robotics, 2611 (2003) 638-650",none,cs.AI,Summary14103,0705.1309v1,2007-05-09T15:33:34Z,Robust Multi-Cellular Developmental Design,"Alexandre Devert, Nicolas Bredèche, Marc Schoenauer",http://arxiv.org/pdf/0705.1309v1,Dans Genetic and Evolutionary Computation COnference (2007),none,cs.AI,Summary14104,0705.2235v1,2007-05-15T20:29:06Z,Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network,"S. Chakraverty, T. Marwala, Pallavi Gupta, Thando Tettey",http://arxiv.org/pdf/0705.2235v1,No journal ref found,none,cs.AI,Summary14105,0705.2236v1,2007-05-15T20:34:05Z,Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling,"Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty",http://arxiv.org/pdf/0705.2236v1,No journal ref found,none,cs.AI,Summary14106,0705.2310v1,2007-05-16T09:19:00Z,On-Line Condition Monitoring using Computational Intelligence,"C. B. Vilakazi, T. Marwala, P. Mautla, E. Moloto",http://arxiv.org/pdf/0705.2310v1,No journal ref found,none,cs.AI,Summary14107,0705.3360v1,2007-05-23T12:31:47Z,The Road to Quantum Artificial Intelligence,Kyriakos N. Sgarbas,http://arxiv.org/pdf/0705.3360v1,"In: T.S.Papatheodorou, D.N.Christodoulakis and N.N.Karanikolas (eds), ""Current Trends in Informatics"", Vol.A, pp.469-477, New Technologies Publications, Athens, 2007 (SET 978-960-89784-0-9)",none,cs.AI,Summary14108,0705.4302v1,2007-05-29T21:52:17Z,Truecluster matching,Jens Oehlschlägel,http://arxiv.org/pdf/0705.4302v1,No journal ref found,none,cs.AI,Summary14109,0706.1137v1,2007-06-08T15:39:49Z,Automatically Restructuring Practice Guidelines using the GEM DTD,"Amanda Bouffier, Thierry Poibeau",http://arxiv.org/pdf/0706.1137v1,Proceedings of Biomedical Natural Language Processing (BioNLP) (2007) -,none,cs.AI,Summary14110,0706.1290v1,2007-06-09T06:57:05Z,Temporal Reasoning without Transitive Tables,Sylviane R. Schwer,http://arxiv.org/pdf/0706.1290v1,No journal ref found,none,cs.AI,Summary14111,0706.3639v1,2007-06-25T13:40:56Z,A Collection of Definitions of Intelligence,"Shane Legg, Marcus Hutter",http://arxiv.org/pdf/0706.3639v1,"Frontiers in Artificial Intelligence and Applications, Vol.157 (2007) 17-24",none,cs.AI,Summary14112,0706.4375v1,2007-06-29T08:58:02Z,A Robust Linguistic Platform for Efficient and Domain specific Web Content Analysis,"Thierry Hamon, Adeline Nazarenko, Thierry Poibeau, Sophie Aubin, Julien Derivière",http://arxiv.org/pdf/0706.4375v1,Proceedings of RIAO 2007 (30/05/2007),none,cs.AI,Summary14113,0707.2506v1,2007-07-17T12:49:30Z,Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps,"Raghav Aras, Alain Dutech, François Charpillet",http://arxiv.org/pdf/0707.2506v1,Dans The International Conference on Automated Planning and Scheduling (2007),none,cs.AI,Summary14114,0707.4289v1,2007-07-29T12:31:40Z,A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network,"Stephen Gang Wu, Forrest Sheng Bao, Eric You Xu, Yu-Xuan Wang, Yi-Fan Chang, Qiao-Liang Xiang",http://arxiv.org/pdf/0707.4289v1,No journal ref found,none,cs.AI,Summary14115,0709.0522v1,2007-09-04T20:03:04Z,Qualitative Belief Conditioning Rules (QBCR),"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/0709.0522v1,"Proceedings of Fusion 2007 International Conference, Quebec City, Canada, July 2007",none,cs.AI,Summary14116,0709.1167v2,2007-09-08T01:18:18Z,Using RDF to Model the Structure and Process of Systems,"Marko A. Rodriguez, Jennifer H. Watkins, Johan Bollen, Carlos Gershenson",http://arxiv.org/pdf/0709.1167v2,"InterJournal of Complex Systems, 2131, ISSN: 1081-0625, February 2008",none,cs.AI,Summary14117,0709.1701v1,2007-09-11T19:12:25Z,Enrichment of Qualitative Beliefs for Reasoning under Uncertainty,"Xinde Li, Xinhan Huang, Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/0709.1701v1,No journal ref found,none,cs.AI,Summary14118,0709.2065v1,2007-09-13T13:06:34Z,Toward Psycho-robots,Andrei Khrennikov,http://arxiv.org/pdf/0709.2065v1,"Paladyn Volume 1, Number 2, 99-108, 2010",none,cs.AI,Summary14119,0709.3974v1,2007-09-25T15:40:38Z,Fitness landscape of the cellular automata majority problem: View from the Olympus,"Sébastien Verel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi",http://arxiv.org/pdf/0709.3974v1,"Theoretical Computer Science 378, 1 (2007) 54-77",none,cs.AI,Summary14120,0709.4010v1,2007-09-25T19:15:50Z,Local search heuristics: Fitness Cloud versus Fitness Landscape,"Philippe Collard, Sébastien Verel, Manuel Clergue",http://arxiv.org/pdf/0709.4010v1,"Dans Poster at the 2004 European Conference on Artificial Intelligence (ECAI04) - the 2004 European Conference on Artificial Intelligence (ECAI04), Valencia : Espagne (2004)",none,cs.AI,Summary14121,0710.0013v1,2007-09-28T21:29:43Z,Lagrangian Relaxation for MAP Estimation in Graphical Models,"Jason K. Johnson, Dmitry M. Malioutov, Alan S. Willsky",http://arxiv.org/pdf/0710.0013v1,No journal ref found,none,cs.AI,Summary14122,0710.4231v1,2007-10-23T10:40:55Z,Analyzing covert social network foundation behind terrorism disaster,"Yoshiharu Maeno, Yukio Ohsawa",http://arxiv.org/pdf/0710.4231v1,"International Journal of Services Sciences Vol.2, pp.125-141 (2009)",none,cs.AI,Summary14123,0710.4975v2,2007-10-26T01:32:47Z,Node discovery problem for a social network,Yoshiharu Maeno,http://arxiv.org/pdf/0710.4975v2,"Connections vol.29, pp.62-76 (2009)",none,cs.AI,Summary14124,0711.1466v3,2007-11-09T13:54:30Z,Predicting relevant empty spots in social interaction,"Yoshiharu Maeno, Yukio Ohsawa",http://arxiv.org/pdf/0711.1466v3,"Journal of Systems Science and Complexity vol.21, pp.161-171 (2008)",none,cs.AI,Summary14125,0711.3419v1,2007-11-21T17:36:50Z,Translating OWL and Semantic Web Rules into Prolog: Moving Toward Description Logic Programs,"Ken Samuel, Leo Obrst, Suzette Stoutenberg, Karen Fox, Paul Franklin, Adrian Johnson, Ken Laskey, Deborah Nichols, Steve Lopez, Jason Peterson",http://arxiv.org/pdf/0711.3419v1,No journal ref found,none,cs.AI,Summary14126,0712.0836v1,2007-12-05T22:07:04Z,Evolving localizations in reaction-diffusion cellular automata,"Andrew Adamatzky, Larry Bull, Pierre Collet, Emmanuel Sapin",http://arxiv.org/pdf/0712.0836v1,"International Journal of Modern Physics C (IJMPC) Volume: 19, Issue: 4 (April 2008) pp. 557-567",none,cs.AI,Summary14127,0712.2389v2,2007-12-14T18:08:26Z,Decomposition During Search for Propagation-Based Constraint Solvers,"Martin Mann, Guido Tack, Sebastian Will",http://arxiv.org/pdf/0712.2389v2,No journal ref found,none,cs.AI,Summary14128,0712.3329v1,2007-12-20T05:50:54Z,Universal Intelligence: A Definition of Machine Intelligence,"Shane Legg, Marcus Hutter",http://arxiv.org/pdf/0712.3329v1,"Minds & Machines, 17:4 (2007) pages 391-444",none,cs.AI,Summary14129,0712.3825v1,2007-12-22T01:17:24Z,Tests of Machine Intelligence,"Shane Legg, Marcus Hutter",http://arxiv.org/pdf/0712.3825v1,50 Years of Artificial Intelligence (2007) pages 232-242,none,cs.AI,Summary14130,0712.4318v1,2007-12-28T07:50:00Z,Convergence of Expected Utilities with Algorithmic Probability Distributions,Peter de Blanc,http://arxiv.org/pdf/0712.4318v1,No journal ref found,none,cs.AI,Summary14131,0801.1336v1,2008-01-09T14:59:31Z,Stream Computing,Subhash Kak,http://arxiv.org/pdf/0801.1336v1,No journal ref found,none,cs.AI,Summary14132,0803.1087v3,2008-03-07T14:42:02Z,The Future of Scientific Simulations: from Artificial Life to Artificial Cosmogenesis,Clement Vidal,http://arxiv.org/pdf/0803.1087v3,No journal ref found,none,cs.AI,Summary14133,0803.1207v3,2008-03-08T02:47:27Z,Serious Flaws in Korf et al.s Analysis on Time Complexity of A*,Hang Dinh,http://arxiv.org/pdf/0803.1207v3,No journal ref found,none,cs.AI,Summary14134,0803.3363v2,2008-03-24T05:53:39Z,Node discovery in a networked organization,Yoshiharu Maeno,http://arxiv.org/pdf/0803.3363v2,"Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, October 2009",none,cs.AI,Summary14135,0803.3501v1,2008-03-25T07:43:36Z,Multiagent Approach for the Representation of Information in a Decision Support System,"Fahem Kebair, Frédéric Serin",http://arxiv.org/pdf/0803.3501v1,"Multiagent Approach for the Representation of Information in a Decision Support System, Springer Berlin / Heidelberg (Ed.) (2006) 98-107",none,cs.AI,Summary14136,0803.4074v2,2008-03-28T09:36:58Z,Reflective visualization and verbalization of unconscious preference,"Yoshiharu Maeno, Yukio Ohsawa",http://arxiv.org/pdf/0803.4074v2,"International Journal of Advanced Intelligence Paradigms Vol.2, pp.125-139 (2010)",none,cs.AI,Summary14137,0804.0528v1,2008-04-03T11:47:55Z,Application of Rough Set Theory to Analysis of Hydrocyclone Operation,"H. Owladeghaffari, M. Ejtemaei, M. Irannajad",http://arxiv.org/pdf/0804.0528v1,No journal ref found,none,cs.AI,Summary14138,0804.0558v1,2008-04-03T13:45:43Z,Agent-Based Perception of an Environment in an Emergency Situation,"Fahem Kebair, Frédéric Serin, Cyrille Bertelle",http://arxiv.org/pdf/0804.0558v1,"Dans Proceedings of the World Congress on Engineering - Proceedings of the World Congress on Engineering, London : Royaume-Uni (2007)",none,cs.AI,Summary14139,0804.0852v1,2008-04-05T13:27:51Z,On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms,"David Simoncini, Philippe Collard, Sébastien Verel, Manuel Clergue",http://arxiv.org/pdf/0804.0852v1,"Dans Proceedings of the IEEE Congress on Evolutionary Computation CEC2007 - IEEE Congress on Evolutionary Computation CEC2007, singapore : Singapour (2007)",none,cs.AI,Summary14140,0804.1244v1,2008-04-08T11:31:55Z,"Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis (book review)",Fionn Murtagh,http://arxiv.org/pdf/0804.1244v1,"Journal of Classification 25, 137-141, 2008",none,cs.AI,Summary14141,0805.0459v1,2008-05-05T04:19:50Z,Phase transition in SONFIS&SORST,Hamed Owladeghaffari,http://arxiv.org/pdf/0805.0459v1,No journal ref found,none,cs.AI,Summary14142,0805.1096v1,2008-05-08T04:20:20Z,Adaptive Affinity Propagation Clustering,"Kaijun Wang, Junying Zhang, Dan Li, Xinna Zhang, Tao Guo",http://arxiv.org/pdf/0805.1096v1,"K. Wang, J. Zhang, D. Li, X. Zhang and T. Guo. Adaptive Affinity Propagation Clustering. Acta Automatica Sinica, 33(12):1242-1246, 2007",none,cs.AI,Summary14143,0805.1288v1,2008-05-09T07:08:57Z,"Assessment of effective parameters on dilution using approximate reasoning methods in longwall mining method, Iran coal mines","H. Owladeghaffari, K. Shahriar, G. H. R. Saeedi",http://arxiv.org/pdf/0805.1288v1,No journal ref found,none,cs.AI,Summary14144,0805.2308v1,2008-05-15T13:43:26Z,Toward Fuzzy block theory,H. Owladeghaffari,http://arxiv.org/pdf/0805.2308v1,No journal ref found,none,cs.AI,Summary14145,0805.2440v1,2008-05-16T05:11:24Z,Analysis of hydrocyclone performance based on information granulation theory,"Hamed Owladeghaffari, Majid Ejtemaei, Mehdi Irannajad",http://arxiv.org/pdf/0805.2440v1,No journal ref found,none,cs.AI,Summary14146,0805.3518v1,2008-05-22T18:17:58Z,Logic programming with social features,"Francesco Buccafurri, Gianluca Caminiti",http://arxiv.org/pdf/0805.3518v1,No journal ref found,none,cs.AI,Summary14147,0805.3747v1,2008-05-24T07:02:24Z,Constructing Folksonomies from User-specified Relations on Flickr,"Anon Plangprasopchok, Kristina Lerman",http://arxiv.org/pdf/0805.3747v1,No journal ref found,none,cs.AI,Summary14148,0805.3799v1,2008-05-24T23:35:15Z,The Structure of Narrative: the Case of Film Scripts,"Fionn Murtagh, Adam Ganz, Stewart McKie",http://arxiv.org/pdf/0805.3799v1,"Pattern Recognition, 42 (2), 302-312, 2009",none,cs.AI,Summary14149,0805.3802v1,2008-05-25T00:06:29Z,Feature Selection for Bayesian Evaluation of Trauma Death Risk,"L. Jakaite, V. Schetinin",http://arxiv.org/pdf/0805.3802v1,No journal ref found,none,cs.AI,Summary14150,0805.3935v1,2008-05-26T11:50:25Z,Fusion for Evaluation of Image Classification in Uncertain Environments,Arnaud Martin,http://arxiv.org/pdf/0805.3935v1,"Dans Proceeding of the 9th International Conference on Information Fusion - Information Fusion, Florence : Italie (2006)",none,cs.AI,Summary14151,0805.3972v2,2008-05-26T14:28:28Z,Intuitive visualization of the intelligence for the run-down of terrorist wire-pullers,"Yoshiharu Maeno, Yukio Ohsawa",http://arxiv.org/pdf/0805.3972v2,No journal ref found,none,cs.AI,Summary14152,0805.4560v1,2008-05-29T14:39:57Z,Rock mechanics modeling based on soft granulation theory,H. Owladeghaffari,http://arxiv.org/pdf/0805.4560v1,No journal ref found,none,cs.AI,Summary14153,0806.0526v1,2008-06-03T12:38:50Z,An Ontology-based Knowledge Management System for Industry Clusters,"Pradorn Sureephong, Nopasit Chakpitak, Yacine Ouzrout, Abdelaziz Bouras",http://arxiv.org/pdf/0806.0526v1,"Dans Proceeding of International Conference on Advanced Design and Manufacture - International Conference on Advanced Design and Manufacture (ICADAM 2008), Sanya : Chine (2008)",none,cs.AI,Summary14154,0806.1280v1,2008-06-07T12:46:56Z,The Role of Artificial Intelligence Technologies in Crisis Response,"Khaled M. Khalil, M. Abdel-Aziz, Taymour T. Nazmy, Abdel-Badeeh M. Salem",http://arxiv.org/pdf/0806.1280v1,No journal ref found,none,cs.AI,Summary14155,0806.1640v1,2008-06-10T12:03:43Z,Toward a combination rule to deal with partial conflict and specificity in belief functions theory,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.1640v1,No journal ref found,none,cs.AI,Summary14156,0806.1797v1,2008-06-11T07:05:48Z,A new generalization of the proportional conflict redistribution rule stable in terms of decision,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.1797v1,"Advances and Applications of DSmT for Information Fusion, Florentin Smarandache & Jean Dezert (Ed.) (2006) 69-88",none,cs.AI,Summary14157,0806.1802v1,2008-06-11T07:31:36Z,Une nouvelle règle de combinaison répartissant le conflit - Applications en imagerie Sonar et classification de cibles Radar,"Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/0806.1802v1,"Revue Traitement du Signal 24, 2 (2007) 71-82",none,cs.AI,Summary14158,0806.1806v1,2008-06-11T08:03:35Z,Perfect Derived Propagators,"Christian Schulte, Guido Tack",http://arxiv.org/pdf/0806.1806v1,No journal ref found,none,cs.AI,Summary14159,0806.2140v1,2008-06-12T19:27:57Z,Defaults and Normality in Causal Structures,Joseph Y. Halpern,http://arxiv.org/pdf/0806.2140v1,No journal ref found,none,cs.AI,Summary14160,0806.4511v5,2008-06-27T12:59:45Z,The model of quantum evolution,Konstantin P. Wishnevsky,http://arxiv.org/pdf/0806.4511v5,No journal ref found,none,cs.AI,Summary14161,0807.0627v1,2008-07-03T19:46:21Z,Belief decision support and reject for textured images characterization,Arnaud Martin,http://arxiv.org/pdf/0807.0627v1,"International Conference on Information Fusion, Lens : France (2008)",none,cs.AI,Summary14162,0807.0908v2,2008-07-06T15:22:54Z,The Correspondence Analysis Platform for Uncovering Deep Structure in Data and Information,Fionn Murtagh,http://arxiv.org/pdf/0807.0908v2,"Computer Journal, 53 (3), 304-315, 2010",none,cs.AI,Summary14163,0807.1906v3,2008-07-11T18:30:10Z,Extension of Inagaki General Weighted Operators and A New Fusion Rule Class of Proportional Redistribution of Intersection Masses,Florentin Smarandache,http://arxiv.org/pdf/0807.1906v3,"International Journal of Artificial Intelligence, Vol. 3, No. A09, 79-85, 2009",none,cs.AI,Summary14164,0807.3483v1,2008-07-22T13:50:22Z,Implementing general belief function framework with a practical codification for low complexity,Arnaud Martin,http://arxiv.org/pdf/0807.3483v1,No journal ref found,none,cs.AI,Summary14165,0807.3669v1,2008-07-23T13:49:30Z,A new probabilistic transformation of belief mass assignment,"Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/0807.3669v1,"Fusion 2008 International Conference on Information Fusion, Cologne : Allemagne (2008)",none,cs.AI,Summary14166,0807.4417v2,2008-07-28T12:05:16Z,"On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles",Daniel Sonntag,http://arxiv.org/pdf/0807.4417v2,No journal ref found,none,cs.AI,Summary14167,0807.4680v3,2008-07-29T15:11:12Z,Hacia una teoria de unificacion para los comportamientos cognitivos,Sergio Miguel,http://arxiv.org/pdf/0807.4680v3,No journal ref found,none,cs.AI,Summary14168,0808.1125v1,2008-08-08T12:44:10Z,Verified Null-Move Pruning,"Omid David-Tabibi, Nathan S. Netanyahu",http://arxiv.org/pdf/0808.1125v1,"ICGA Journal, International Computer Games Association, Vol. 25, No. 3, pp. 153--161, September 2002",none,cs.AI,Summary14169,0808.3109v3,2008-08-22T16:10:36Z,n-ary Fuzzy Logic and Neutrosophic Logic Operators,"Florentin Smarandache, V. Christianto",http://arxiv.org/pdf/0808.3109v3,"Studies in Logic, Grammar and Rethoric [Belarus], 17 (30), pp. 1-16, 2009.",none,cs.AI,Summary14170,0809.0271v1,2008-09-01T15:32:49Z,Randomised Variable Neighbourhood Search for Multi Objective Optimisation,Martin Josef Geiger,http://arxiv.org/pdf/0809.0271v1,"Proceedings of the 4th EU/ME Workshop: Design and Evaluation of Advanced Hybrid Meta-Heuristics, November 4--5, Nottingham, United Kingdom, pp. 34-42",none,cs.AI,Summary14171,0809.0406v1,2008-09-02T11:29:45Z,Foundations of the Pareto Iterated Local Search Metaheuristic,Martin Josef Geiger,http://arxiv.org/pdf/0809.0406v1,No journal ref found,none,cs.AI,Summary14172,0809.0410v1,2008-09-02T11:39:52Z,A Computational Study of Genetic Crossover Operators for Multi-Objective Vehicle Routing Problem with Soft Time Windows,Martin Josef Geiger,http://arxiv.org/pdf/0809.0410v1,"Habenicht, W. et al. (eds.): Multi-Criteria- und Fuzzy Systeme in Theorie und Praxis-Loesungsansaetze fuer Entscheidungsprobleme mit komplexen Zielsystemen, 2003, ISBN 3-8244-7864-1, pp. 191-207",none,cs.AI,Summary14173,0809.0610v1,2008-09-03T12:22:08Z,A framework for the interactive resolution of multi-objective vehicle routing problems,"Martin Josef Geiger, Wolf Wenger",http://arxiv.org/pdf/0809.0610v1,No journal ref found,none,cs.AI,Summary14174,0809.0662v1,2008-09-03T16:16:43Z,Improving Local Search for Fuzzy Scheduling Problems,"Martin Josef Geiger, Sanja Petrovic",http://arxiv.org/pdf/0809.0662v1,"Proceedings of the Post Graduate Research Conference in Electronics, Photonics, Communications & Networks and Computing Science PREP 2004, University of Hertfordshire, Great Britain, pp. 146-147",none,cs.AI,Summary14175,0809.0755v1,2008-09-04T07:02:29Z,Bin Packing Under Multiple Objectives - a Heuristic Approximation Approach,Martin Josef Geiger,http://arxiv.org/pdf/0809.0755v1,"The Fourth International Conference on Evolutionary Multi-Criterion Optimization: Late Breaking Papers, Matsushima, Japan, March 2007, pp. 53-56",none,cs.AI,Summary14176,0809.0757v1,2008-09-04T07:12:02Z,An application of the Threshold Accepting metaheuristic for curriculum based course timetabling,Martin Josef Geiger,http://arxiv.org/pdf/0809.0757v1,"Proceedings of the 7th International Conference on the Practice and Theory of Automated Timetabling PATAT 2008, August 19-22, Montreal, Canada",none,cs.AI,Summary14177,0809.1077v1,2008-09-05T17:02:55Z,Variable Neighborhood Search for the University Lecturer-Student Assignment Problem,"Martin Josef Geiger, Wolf Wenger",http://arxiv.org/pdf/0809.1077v1,No journal ref found,none,cs.AI,Summary14178,0809.3204v1,2008-09-18T16:35:20Z,Extended ASP tableaux and rule redundancy in normal logic programs,"Matti Järvisalo, Emilia Oikarinen",http://arxiv.org/pdf/0809.3204v1,"Theory and Practice of Logic Programming, 8(5-6):691-716, 2008",none,cs.AI,Summary14179,0809.4582v1,2008-09-26T10:32:32Z,Achieving compositionality of the stable model semantics for Smodels programs,"Emilia Oikarinen, Tomi Janhunen",http://arxiv.org/pdf/0809.4582v1,No journal ref found,none,cs.AI,Summary14180,0810.0139v1,2008-10-01T12:49:24Z,Determining the Unithood of Word Sequences using a Probabilistic Approach,"Wilson Wong, Wei Liu, Mohammed Bennamoun",http://arxiv.org/pdf/0810.0139v1,"3rd International Joint Conference on Natural Language Processing (IJCNLP), 2008, pages 103-110",none,cs.AI,Summary14181,0810.0156v1,2008-10-01T13:00:19Z,Determining the Unithood of Word Sequences using Mutual Information and Independence Measure,"Wilson Wong, Wei Liu, Mohammed Bennamoun",http://arxiv.org/pdf/0810.0156v1,"10th Conference of the Pacific Association for Computational Linguistics (PACLING), 2007, pages 246-254",none,cs.AI,Summary14182,0810.0332v1,2008-10-02T03:42:12Z,Enhanced Integrated Scoring for Cleaning Dirty Texts,"Wilson Wong, Wei Liu, Mohammed Bennamoun",http://arxiv.org/pdf/0810.0332v1,"IJCAI Workshop on Analytics for Noisy Unstructured Text Data (AND), 2007, pages 55-62",none,cs.AI,Summary14183,0810.1186v2,2008-10-07T13:10:26Z,On-the-fly Macros,"Hubie Chen, Omer Gimenez",http://arxiv.org/pdf/0810.1186v2,No journal ref found,none,cs.AI,Summary14184,0810.2046v1,2008-10-11T19:09:22Z,Modeling of Social Transitions Using Intelligent Systems,"Hamed Owladeghaffari, Witold Pedrycz, Mostafa Sharifzadeh",http://arxiv.org/pdf/0810.2046v1,No journal ref found,none,cs.AI,Summary14185,0810.3865v1,2008-10-21T15:42:16Z,Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support,"R. Musehane, F. Netshiongolwe, F. V. Nelwamondo, L. Masisi, T. Marwala",http://arxiv.org/pdf/0810.3865v1,No journal ref found,none,cs.AI,Summary14186,0811.0131v1,2008-11-02T06:07:34Z,Balancing Exploration and Exploitation by an Elitist Ant System with Exponential Pheromone Deposition Rule,"Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, Amit Konar",http://arxiv.org/pdf/0811.0131v1,No journal ref found,none,cs.AI,Summary14187,0811.0134v1,2008-11-02T06:22:55Z,A Novel Parser Design Algorithm Based on Artificial Ants,"Deepyaman Maiti, Ayan Acharya, Amit Konar, Janarthanan Ramadoss",http://arxiv.org/pdf/0811.0134v1,No journal ref found,none,cs.AI,Summary14188,0811.0136v1,2008-11-02T06:28:50Z,Extension of Max-Min Ant System with Exponential Pheromone Deposition Rule,"Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, R. Janarthanan, Amit Konar",http://arxiv.org/pdf/0811.0136v1,No journal ref found,none,cs.AI,Summary14189,0811.0340v1,2008-11-03T16:56:51Z,Document stream clustering: experimenting an incremental algorithm and AR-based tools for highlighting dynamic trends,"Alain Lelu, Martine Cadot, Pascal Cuxac",http://arxiv.org/pdf/0811.0340v1,"International Workshop on Webometrics, Informetrics and Scientometrics & Seventh COLLNET Meeting, France (2006)",none,cs.AI,Summary14190,0811.1319v2,2008-11-09T05:49:53Z,Modeling Social Annotation: a Bayesian Approach,"Anon Plangprasopchok, Kristina Lerman",http://arxiv.org/pdf/0811.1319v2,No journal ref found,none,cs.AI,Summary14191,0811.1618v1,2008-11-11T02:33:30Z,Airport Gate Assignment: New Model and Implementation,Chendong Li,http://arxiv.org/pdf/0811.1618v1,No journal ref found,none,cs.AI,Summary14192,0811.1711v1,2008-11-11T14:09:36Z,Artificial Intelligence Techniques for Steam Generator Modelling,"Sarah Wright, Tshilidzi Marwala",http://arxiv.org/pdf/0811.1711v1,No journal ref found,none,cs.AI,Summary14193,0812.0885v3,2008-12-04T09:25:37Z,Elementary epistemological features of machine intelligence,Marko Horvat,http://arxiv.org/pdf/0812.0885v3,No journal ref found,none,cs.AI,Summary14194,0812.1462v1,2008-12-08T11:09:14Z,Logic programs with propositional connectives and aggregates,Paolo Ferraris,http://arxiv.org/pdf/0812.1462v1,No journal ref found,none,cs.AI,Summary14195,0812.1843v1,2008-12-10T19:02:31Z,Identification of parameters underlying emotions and a classification of emotions,N. Arvind Kumar,http://arxiv.org/pdf/0812.1843v1,No journal ref found,none,cs.AI,Summary14196,0812.2785v1,2008-12-15T12:35:42Z,Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts,"Baruch Lubinsky, Bekir Genc, Tshilidzi Marwala",http://arxiv.org/pdf/0812.2785v1,No journal ref found,none,cs.AI,Summary14197,0812.2991v1,2008-12-16T07:49:20Z,Analyse et structuration automatique des guides de bonnes pratiques cliniques : essai dévaluation,"Amanda Bouffier, Thierry Poibeau, Catherine Duclos",http://arxiv.org/pdf/0812.2991v1,No journal ref found,none,cs.AI,Summary14198,0812.3478v1,2008-12-18T08:58:52Z,Automatic Construction of Lightweight Domain Ontologies for Chemical Engineering Risk Management,"Wilson Wong, Wei Liu, Saujoe Liaw, Nicoletta Balliu, Hongwei Wu, Moses Tade",http://arxiv.org/pdf/0812.3478v1,No journal ref found,none,cs.AI,Summary14199,0901.0786v3,2009-01-07T09:21:47Z,Approximate inference on planar graphs using Loop Calculus and Belief Propagation,"V. Gómez, H. J. Kappen, M. Chertkov",http://arxiv.org/pdf/0901.0786v3,No journal ref found,none,cs.AI,Summary14200,0901.3769v1,2009-01-23T20:15:22Z,Deceptiveness and Neutrality - the ND family of fitness landscapes,"William Beaudoin, Sébastien Verel, Philippe Collard, Cathy Escazut",http://arxiv.org/pdf/0901.3769v1,No journal ref found,none,cs.AI,Summary14201,0901.4004v1,2009-01-26T13:29:40Z,Mining for adverse drug events with formal concept analysis,"Alexander Estacio-Moreno, Yannick Toussaint, Cédric Bousquet",http://arxiv.org/pdf/0901.4004v1,Studies in health technology and informatics 136 (2008) 803-8,none,cs.AI,Summary14202,0901.4761v1,2009-01-29T19:58:09Z,A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems,"P. Fournier-Viger, R. Nkambou, E. Mephu Nguifo",http://arxiv.org/pdf/0901.4761v1,No journal ref found,none,cs.AI,Summary14203,0901.4963v1,2009-01-30T19:36:18Z,How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent,"Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier, Andre Mayers",http://arxiv.org/pdf/0901.4963v1,No journal ref found,none,cs.AI,Summary14204,0902.0798v1,2009-02-04T21:25:59Z,Alleviating Media Bias Through Intelligent Agent Blogging,Ernesto Diaz-Aviles,http://arxiv.org/pdf/0902.0798v1,No journal ref found,none,cs.AI,Summary14205,0902.0899v1,2009-02-05T12:55:42Z,Comparative concept similarity over Minspaces: Axiomatisation and Tableaux Calculus,"Régis Alenda, Nicola Olivetti, Camilla Schwind",http://arxiv.org/pdf/0902.0899v1,No journal ref found,none,cs.AI,Summary14206,0902.2206v5,2009-02-12T20:06:36Z,Feature Hashing for Large Scale Multitask Learning,"Kilian Weinberger, Anirban Dasgupta, Josh Attenberg, John Langford, Alex Smola",http://arxiv.org/pdf/0902.2206v5,No journal ref found,none,cs.AI,Summary14207,0902.2362v1,2009-02-13T18:24:27Z,XML Representation of Constraint Networks: Format XCSP 2.1,"Olivier Roussel, Christophe Lecoutre",http://arxiv.org/pdf/0902.2362v1,No journal ref found,none,cs.AI,Summary14208,0902.2871v1,2009-02-17T09:08:35Z,The Semantics of Kalah Game,Kaninda Musumbu,http://arxiv.org/pdf/0902.2871v1,"ACM International conference Proceeding series, ISBN 0-9544145-6-X (2005) 191 - 196",none,cs.AI,Summary14209,0903.0041v1,2009-02-28T05:46:31Z,Learning DTW Global Constraint for Time Series Classification,"Vit Niennattrakul, Chotirat Ann Ratanamahatana",http://arxiv.org/pdf/0903.0041v1,No journal ref found,none,cs.AI,Summary14210,0903.0211v1,2009-03-02T05:58:11Z,Range and Roots: Two Common Patterns for Specifying and Propagating Counting and Occurrence Constraints,"Christian Bessiere, Emmanuel Hebrard, Brahim Hnich, Zeynep Kiziltan, Toby Walsh",http://arxiv.org/pdf/0903.0211v1,No journal ref found,none,cs.AI,Summary14211,0903.0279v1,2009-03-02T12:31:00Z,An introduction to DSmT,"Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/0903.0279v1,No journal ref found,none,cs.AI,Summary14212,0903.0314v4,2009-03-02T15:52:15Z,Granularity-Adaptive Proof Presentation,"Marvin Schiller, Christoph Benzmueller",http://arxiv.org/pdf/0903.0314v4,No journal ref found,none,cs.AI,Summary14213,0903.0465v1,2009-03-03T08:36:47Z,Breaking Value Symmetry,Toby Walsh,http://arxiv.org/pdf/0903.0465v1,AAAI 2008: 1585-1588,none,cs.AI,Summary14214,0903.0475v1,2009-03-03T09:31:41Z,Reformulating Global Grammar Constraints,"George Katsirelos, Nina Narodytska, Toby Walsh",http://arxiv.org/pdf/0903.0475v1,No journal ref found,none,cs.AI,Summary14215,0903.0479v1,2009-03-03T09:52:01Z,Combining Symmetry Breaking and Global Constraints,"George Katsirelos, Nina Narodytska, Toby Walsh",http://arxiv.org/pdf/0903.0479v1,No journal ref found,none,cs.AI,Summary14216,0903.0695v1,2009-03-04T04:56:07Z,Online Estimation of SAT Solving Runtime,"Shai Haim, Toby Walsh",http://arxiv.org/pdf/0903.0695v1,No journal ref found,none,cs.AI,Summary14217,0903.0786v2,2009-03-04T15:29:42Z,On Requirements for Programming Exercises from an E-learning Perspective,Carlos Loria-Saenz,http://arxiv.org/pdf/0903.0786v2,No journal ref found,none,cs.AI,Summary14218,0903.0829v1,2009-03-04T18:13:41Z,Tagging multimedia stimuli with ontologies,"Marko Horvat, Sinisa Popovic, Nikola Bogunovic, Kresimir Cosic",http://arxiv.org/pdf/0903.0829v1,No journal ref found,none,cs.AI,Summary14219,0903.1150v1,2009-03-06T04:12:20Z,Stochastic Constraint Programming: A Scenario-Based Approach,"S. Armagan Tarim, Suresh Manandhar, Toby Walsh",http://arxiv.org/pdf/0903.1150v1,Constraints 11(1): 53-80 (2006),none,cs.AI,Summary14220,0903.1152v1,2009-03-06T04:20:41Z,Stochastic Constraint Programming,Toby Walsh,http://arxiv.org/pdf/0903.1152v1,ECAI 2002: 111-115,none,cs.AI,Summary14221,0903.3926v1,2009-03-23T18:38:01Z,Designing a GUI for Proofs - Evaluation of an HCI Experiment,"Martin Homik, Andreas Meier",http://arxiv.org/pdf/0903.3926v1,No journal ref found,none,cs.AI,Summary14222,0903.5054v1,2009-03-29T15:29:17Z,Flow of Activity in the Ouroboros Model,Knud Thomsen,http://arxiv.org/pdf/0903.5054v1,No journal ref found,none,cs.AI,Summary14223,0903.5289v1,2009-03-30T19:08:10Z,Heterogeneous knowledge representation using a finite automaton and first order logic: a case study in electromyography,"Vincent Rialle, Annick Vila, Yves Besnard",http://arxiv.org/pdf/0903.5289v1,"Artificial Intelligence in Medicine 3, 2 (1991) 65-74",none,cs.AI,Summary14224,0904.0029v1,2009-03-31T23:14:05Z,Learning for Dynamic subsumption,"Youssef Hamadi, Said Jabbour, Lakhdar Sais",http://arxiv.org/pdf/0904.0029v1,No journal ref found,none,cs.AI,Summary14225,0904.2827v5,2009-04-18T10:49:05Z,Principle of development,Elena S. Vishnevksaya,http://arxiv.org/pdf/0904.2827v5,No journal ref found,none,cs.AI,Summary14226,0904.3701v1,2009-04-23T14:22:05Z,Semantic Social Network Analysis,"Guillaume Erétéo, Fabien Gandon, Olivier Corby, Michel Buffa",http://arxiv.org/pdf/0904.3701v1,No journal ref found,none,cs.AI,Summary14227,0904.3953v4,2009-04-25T00:28:07Z,Guarded resolution for answer set programming,"V. W. Marek, J. B. Remmel",http://arxiv.org/pdf/0904.3953v4,No journal ref found,none,cs.AI,Summary14228,0905.0192v1,2009-05-02T09:23:33Z,Fuzzy Mnesors,Gilles Champenois,http://arxiv.org/pdf/0905.0192v1,No journal ref found,none,cs.AI,Summary14229,0905.0197v2,2009-05-02T10:43:30Z,An Application of Proof-Theory in Answer Set Programming,"V. W. Marek, J. B. Remmel",http://arxiv.org/pdf/0905.0197v2,No journal ref found,none,cs.AI,Summary14230,0905.3755v1,2009-05-22T20:45:30Z,"Decompositions of All Different, Global Cardinality and Related Constraints","Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/0905.3755v1,IJCAI-2009,none,cs.AI,Summary14231,0905.3763v1,2009-05-22T21:23:40Z,Scenario-based Stochastic Constraint Programming,"Suresh Manandhar, Armagan Tarim, Toby Walsh",http://arxiv.org/pdf/0905.3763v1,IJCAI 2003: 257-262,none,cs.AI,Summary14232,0905.3766v1,2009-05-22T21:55:20Z,Reasoning about soft constraints and conditional preferences: complexity results and approximation techniques,"Carmel Domshlak, Francesca Rossi, Kristen Brent Venable, Toby Walsh",http://arxiv.org/pdf/0905.3766v1,IJCAI 2003: 215-220,none,cs.AI,Summary14233,0905.3769v1,2009-05-22T21:51:13Z,Multiset Ordering Constraints,"Alan M. Frisch, Ian Miguel, Zeynep Kiziltan, Brahim Hnich, Toby Walsh",http://arxiv.org/pdf/0905.3769v1,IJCAI 2003: 221-226,none,cs.AI,Summary14234,0905.3830v1,2009-05-23T16:11:18Z,Tag Clouds for Displaying Semantics: The Case of Filmscripts,"F. Murtagh, A. Ganz, S. McKie, J. Mothe, K. Englmeier",http://arxiv.org/pdf/0905.3830v1,"Information Visualization 9, 253-262, 2010",none,cs.AI,Summary14235,0905.4601v1,2009-05-28T10:19:02Z,Considerations on Construction Ontologies,"Alexandru Cicortas, Victoria Stana Iordan, Alexandra Emilia Fortis",http://arxiv.org/pdf/0905.4601v1,"Ann. Univ. Tibiscus Comp. Sci. Series VII(2009),79-88",none,cs.AI,Summary14236,0905.4614v2,2009-05-28T11:44:04Z,A Logic Programming Approach to Activity Recognition,"A. Artikis, M. Sergot, G. Paliouras",http://arxiv.org/pdf/0905.4614v2,No journal ref found,none,cs.AI,Summary14237,0906.1694v1,2009-06-09T11:03:41Z,Toward a Category Theory Design of Ontological Knowledge Bases,Nikolaj Glazunov,http://arxiv.org/pdf/0906.1694v1,No journal ref found,none,cs.AI,Summary14238,0906.3036v2,2009-06-16T22:05:57Z,Mnesors for automatic control,Gilles Champenois,http://arxiv.org/pdf/0906.3036v2,No journal ref found,none,cs.AI,Summary14239,0906.3149v1,2009-06-17T11:45:40Z,Semi-Myopic Sensing Plans for Value Optimization,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/0906.3149v1,No journal ref found,none,cs.AI,Summary14240,0906.4332v2,2009-06-23T19:34:47Z,Updating Sets of Probabilities,"Adam J. Grove, Joseph Y. Halpern",http://arxiv.org/pdf/0906.4332v2,No journal ref found,none,cs.AI,Summary14241,0906.5038v1,2009-06-27T04:24:59Z,A Novel Two-Stage Dynamic Decision Support based Optimal Threat Evaluation and Defensive Resource Scheduling Algorithm for Multi Air-borne threats,"Huma Naeem, Asif Masood, Mukhtar Hussain, Shoab A. Khan",http://arxiv.org/pdf/0906.5038v1,"IJCSIS June 2009 Issue, Vol.2, No. 1",none,cs.AI,Summary14242,0906.5119v1,2009-06-28T08:09:04Z,General combination rules for qualitative and quantitative beliefs,"Arnaud Martin, Christophe Osswald, Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/0906.5119v1,"Journal of Advances in Information Fusion 3, 2 (2008) 67-89",none,cs.AI,Summary14243,0907.0067v1,2009-07-01T06:05:22Z,"A Novel Two-Staged Decision Support based Threat Evaluation and Weapon Assignment Algorithm, Asset-based Dynamic Weapon Scheduling using Artificial Intelligence Techinques","Huma Naeem, Asif Masood, Mukhtar Hussain, Shoab A. Khan",http://arxiv.org/pdf/0907.0067v1,"IJCSIS June 2009 Issue, Vol. 2, No. 1",none,cs.AI,Summary14244,0907.0589v2,2009-07-03T11:32:47Z,Generalized Collective Inference with Symmetric Clique Potentials,"Rahul Gupta, Sunita Sarawagi, Ajit A. Diwan",http://arxiv.org/pdf/0907.0589v2,No journal ref found,none,cs.AI,Summary14245,0907.0939v2,2009-07-06T09:11:42Z,The Soft Cumulative Constraint,"Thierry Petit, Emmanuel Poder",http://arxiv.org/pdf/0907.0939v2,No journal ref found,none,cs.AI,Summary14246,0907.2775v1,2009-07-16T08:20:32Z,Modelling Concurrent Behaviors in the Process Specification Language,Dai Tri Man Le,http://arxiv.org/pdf/0907.2775v1,No journal ref found,none,cs.AI,Summary14247,0907.2990v1,2009-07-17T06:45:46Z,The Single Machine Total Weighted Tardiness Problem - Is it (for Metaheuristics) a Solved Problem ?,Martin Josef Geiger,http://arxiv.org/pdf/0907.2990v1,"Proceedings of the 8th Metaheuristics International Conference MIC 2009, July 13-16, Hamburg, Germany, pp. 141.1-141.10",none,cs.AI,Summary14248,0907.2993v1,2009-07-17T06:53:02Z,Improvements for multi-objective flow shop scheduling by Pareto Iterated Local Search,Martin Josef Geiger,http://arxiv.org/pdf/0907.2993v1,"Proceedings of the 8th Metaheuristics International Conference MIC 2009, July 13-16, 2009, Hamburg, Germany, pp 195.1-195.10",none,cs.AI,Summary14249,0907.4100v1,2009-07-23T15:45:10Z,Beyond Turing Machines,Kurt Ammon,http://arxiv.org/pdf/0907.4100v1,No journal ref found,none,cs.AI,Summary14250,0907.4509v1,2009-07-26T19:10:43Z,Pattern Recognition Theory of Mind,Gilberto de Paiva,http://arxiv.org/pdf/0907.4509v1,No journal ref found,none,cs.AI,Summary14251,0907.4561v1,2009-07-27T08:28:35Z,Fact Sheet on Semantic Web,York Sure,http://arxiv.org/pdf/0907.4561v1,No journal ref found,none,cs.AI,Summary14252,0907.5032v1,2009-07-29T01:21:36Z,Restart Strategy Selection using Machine Learning Techniques,"Shai Haim, Toby Walsh",http://arxiv.org/pdf/0907.5032v1,No journal ref found,none,cs.AI,Summary14253,0907.5033v1,2009-07-29T01:30:53Z,Online Search Cost Estimation for SAT Solvers,"Shai Haim, Toby Walsh",http://arxiv.org/pdf/0907.5033v1,No journal ref found,none,cs.AI,Summary14254,0907.5155v4,2009-07-29T15:47:33Z,On Classification from Outlier View,C. A. Hsiao,http://arxiv.org/pdf/0907.5155v4,No journal ref found,none,cs.AI,Summary14255,0907.5598v2,2009-07-31T19:16:09Z,Convergence of Expected Utility for Universal AI,Peter de Blanc,http://arxiv.org/pdf/0907.5598v2,No journal ref found,none,cs.AI,Summary14256,0908.0089v1,2009-08-01T17:28:13Z,Knowledge Discovery of Hydrocyclone s Circuit Based on SONFIS and SORST,"H. O. Ghaffari, M. Ejtemaei, M. Irannajad",http://arxiv.org/pdf/0908.0089v1,No journal ref found,none,cs.AI,Summary14257,0908.0100v1,2009-08-01T22:40:37Z,A Class of DSm Conditional Rules,"Florentin Smarandache, Mark Alford",http://arxiv.org/pdf/0908.0100v1,"Proceedings of COGIS 2009 International Conference, Paris, France, 16-18 November 2009. Also, presented at this conference",none,cs.AI,Summary14258,0908.2050v1,2009-08-14T12:27:51Z,View-based Propagator Derivation,"Christian Schulte, Guido Tack",http://arxiv.org/pdf/0908.2050v1,No journal ref found,none,cs.AI,Summary14259,0908.3394v2,2009-08-24T10:32:01Z,A Cognitive Mind-map Framework to Foster Trust,"Jayanta Poray, Christoph Schommer",http://arxiv.org/pdf/0908.3394v2,No journal ref found,none,cs.AI,Summary14260,0908.3999v1,2009-08-27T12:30:49Z,An improved axiomatic definition of information granulation,Ping Zhu,http://arxiv.org/pdf/0908.3999v1,No journal ref found,none,cs.AI,Summary14261,0909.0122v1,2009-09-01T08:31:22Z,Reasoning with Topological and Directional Spatial Information,"Sanjiang Li, Anthony G. Cohn",http://arxiv.org/pdf/0909.0122v1,"Computational Intelligence, 2012, 28(4):579-616",none,cs.AI,Summary14262,0909.0138v1,2009-09-01T09:58:22Z,Reasoning about Cardinal Directions between Extended Objects,"Xiaotong Zhang, Weiming Liu, Sanjiang Li, Mingsheng Ying",http://arxiv.org/pdf/0909.0138v1,"Artificial Intelligence, Volume 174, Issues 12-13, August 2010, Pages 951-983",none,cs.AI,Summary14263,0909.0682v1,2009-09-03T15:27:52Z,On Planning with Preferences in HTN,"Shirin Sohrabi, Sheila A. McIlraith",http://arxiv.org/pdf/0909.0682v1,No journal ref found,none,cs.AI,Summary14264,0909.0901v1,2009-09-04T15:31:37Z,Assessing the Impact of Informedness on a Consultants Profit,"Eugen Staab, Martin Caminada",http://arxiv.org/pdf/0909.0901v1,No journal ref found,none,cs.AI,Summary14265,0909.1021v1,2009-09-05T12:20:17Z,A multiagent urban traffic simulation Part I: dealing with the ordinary,"Pierrick Tranouez, Patrice Langlois, Eric Daudé",http://arxiv.org/pdf/0909.1021v1,"ICCSA 2009, France (2009)",none,cs.AI,Summary14266,0909.1151v1,2009-09-07T06:41:06Z,n-Opposition theory to structure debates,"Jean Sallantin, Antoine Seilles",http://arxiv.org/pdf/0909.1151v1,No journal ref found,none,cs.AI,Summary14267,0909.2091v1,2009-09-11T06:30:05Z,Paired Comparisons-based Interactive Differential Evolution,"Hideyuki Takagi, Denis Pallez",http://arxiv.org/pdf/0909.2091v1,"World Congress on Nature and Biologically Inspired Computing, Coimbatore : Inde (2009)",none,cs.AI,Summary14268,0909.2339v1,2009-09-12T14:03:04Z,Back analysis based on SOM-RST system,"H. Owladeghaffari, H. Aghababaei",http://arxiv.org/pdf/0909.2339v1,No journal ref found,none,cs.AI,Summary14269,0909.2375v1,2009-09-12T22:06:05Z,Similarity Matching Techniques for Fault Diagnosis in Automotive Infotainment Electronics,Mashud Kabir,http://arxiv.org/pdf/0909.2375v1,"M. Kabir, "" SIMILARITY MATCHING TECHNIQUES FOR FAULT DIAGNOSIS IN AUTOMOTIVE INFOTAINMENT ELECTRONICS"", International Journal of Computer Science Issues(IJCSI), Volume 3, pp14-19, August 2009",none,cs.AI,Summary14270,0909.3273v1,2009-09-17T16:58:28Z,Decomposition of the NVALUE constraint,"Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/0909.3273v1,No journal ref found,none,cs.AI,Summary14271,0909.3276v1,2009-09-17T17:16:34Z,Symmetries of Symmetry Breaking Constraints,"George Katsirelos, Toby Walsh",http://arxiv.org/pdf/0909.3276v1,No journal ref found,none,cs.AI,Summary14272,0909.4446v1,2009-09-24T13:54:38Z,Elicitation strategies for fuzzy constraint problems with missing preferences: algorithms and experimental studies,"Mirco Gelain, Maria Pini, Francesca Rossi, Brent Venable, Toby Walsh",http://arxiv.org/pdf/0909.4446v1,No journal ref found,none,cs.AI,Summary14273,0909.4452v1,2009-09-24T14:05:14Z,Flow-Based Propagators for the SEQUENCE and Related Global Constraints,"Michael J. Maher, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/0909.4452v1,No journal ref found,none,cs.AI,Summary14274,0909.4456v1,2009-09-24T14:17:40Z,The Weighted CFG Constraint,"George Katsirelos, Nina Narodytska, Toby Walsh",http://arxiv.org/pdf/0909.4456v1,No journal ref found,none,cs.AI,Summary14275,0911.2405v1,2009-11-12T15:03:22Z,"Emotion: Appraisal-coping model for the ""Cascades"" problem","Karim Mahboub, Evelyne Clément, Cyrille Bertelle, Véronique Jay",http://arxiv.org/pdf/0911.2405v1,No journal ref found,none,cs.AI,Summary14276,0911.2501v1,2009-11-12T23:08:43Z,Emotion : modèle dappraisal-coping pour le problème des Cascades,"Karim Mahboub, Cyrille Bertelle, Véronique Jay, Evelyne Clément",http://arxiv.org/pdf/0911.2501v1,No journal ref found,none,cs.AI,Summary14277,0911.5394v2,2009-11-28T11:04:06Z,Covering rough sets based on neighborhoods: An approach without using neighborhoods,Ping Zhu,http://arxiv.org/pdf/0911.5394v2,"International Journal of Approximate Reasoning, 52(3): 461-472, 2011",none,cs.AI,Summary14278,0911.5395v2,2009-11-28T11:07:59Z,An axiomatic approach to the roughness measure of rough sets,Ping Zhu,http://arxiv.org/pdf/0911.5395v2,"Fundamenta Informaticae, 109(4): 463-480, 2011",none,cs.AI,Summary14279,0912.0132v1,2009-12-01T12:08:47Z,Opportunistic Adaptation Knowledge Discovery,"Fadi Badra, Amélie Cordier, Jean Lieber",http://arxiv.org/pdf/0912.0132v1,"8th International Conference on Case-Based Reasoning, ICCBR 2009, Seattle : United States (2009)",none,cs.AI,Summary14280,0912.3228v1,2009-12-16T18:59:29Z,On Backtracking in Real-time Heuristic Search,"Valeriy K. Bulitko, Vadim Bulitko",http://arxiv.org/pdf/0912.3228v1,No journal ref found,none,cs.AI,Summary14281,0912.3309v1,2009-12-17T02:29:41Z,New Generalization Bounds for Learning Kernels,"Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/0912.3309v1,No journal ref found,none,cs.AI,Summary14282,0912.4584v1,2009-12-23T08:40:51Z,A Necessary and Sufficient Condition for Graph Matching Being Equivalent to the Maximum Weight Clique Problem,"Brijnesh Jain, Klaus Obermayer",http://arxiv.org/pdf/0912.4584v1,No journal ref found,none,cs.AI,Summary14283,0912.4598v1,2009-12-23T10:30:11Z,Elkans k-Means for Graphs,"Brijnesh J. Jain, Klaus Obermayer",http://arxiv.org/pdf/0912.4598v1,No journal ref found,none,cs.AI,Summary14284,0912.5511v1,2009-12-30T18:33:43Z,A general approach to belief change in answer set programming,"James Delgrande, Torsten Schaub, Hans Tompits, Stefan Woltran",http://arxiv.org/pdf/0912.5511v1,No journal ref found,none,cs.AI,Summary14285,0912.5533v1,2009-12-30T20:38:12Z,Oriented Straight Line Segment Algebra: Qualitative Spatial Reasoning about Oriented Objects,"Reinhard Moratz, Dominik Lücke, Till Mossakowski",http://arxiv.org/pdf/0912.5533v1,No journal ref found,none,cs.AI,Summary14286,1001.0063v1,2009-12-31T01:44:12Z,On a Model for Integrated Information,"Alessandro Epasto, Enrico Nardelli",http://arxiv.org/pdf/1001.0063v1,No journal ref found,none,cs.AI,Summary14287,1001.0921v1,2010-01-06T15:46:03Z,Graph Quantization,"Brijnesh J. Jain, Klaus Obermayer",http://arxiv.org/pdf/1001.0921v1,No journal ref found,none,cs.AI,Summary14288,1001.1257v1,2010-01-08T12:34:04Z,Decisional Processes with Boolean Neural Network: the Emergence of Mental Schemes,"Graziano Barnabei, Franco Bagnoli, Ciro Conversano, Elena Lensi",http://arxiv.org/pdf/1001.1257v1,No journal ref found,none,cs.AI,Summary14289,1001.1836v1,2010-01-12T10:07:44Z,Web-Based Expert System for Civil Service Regulations: RCSES,"Mofreh Hogo, Khaled Fouad, Fouad Mousa",http://arxiv.org/pdf/1001.1836v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 3, pp. 007-016, December 2009, USA",none,cs.AI,Summary14290,1001.2277v1,2010-01-13T19:22:26Z,Application of a Fuzzy Programming Technique to Production Planning in the Textile Industry,"I. Elamvazuthi, T. Ganesan, P. Vasant, J. F. Webb",http://arxiv.org/pdf/1001.2277v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 3, pp. 238-243, December 2009, USA",none,cs.AI,Summary14291,1001.2279v1,2010-01-13T19:25:09Z,The Application of Mamdani Fuzzy Model for Auto Zoom Function of a Digital Camera,"I. Elamvazuthi, P. Vasant, J. F. Webb",http://arxiv.org/pdf/1001.2279v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 3, pp. 244-249, December 2009, USA",none,cs.AI,Summary14292,1003.0590v1,2010-03-02T13:40:43Z,A new model for solution of complex distributed constrained problems,"Sami Al-Maqtari, Habib Abdulrab, Eduard Babkin",http://arxiv.org/pdf/1003.0590v1,"Computer Systems and Applications, ACS/IEEE International Conference on 0 (2009) 660-667",none,cs.AI,Summary14293,1003.0746v1,2010-03-03T08:04:45Z,Automatically Discovering Hidden Transformation Chaining Constraints,"Raphael Chenouard, Frédéric Jouault",http://arxiv.org/pdf/1003.0746v1,"ACM/IEEE 12th International Conference on Model Driven Engineering Languages and Systems, Denver : United States (2009)",none,cs.AI,Summary14294,1003.1493v1,2010-03-07T17:09:49Z,Integration of Rule Based Expert Systems and Case Based Reasoning in an Acute Bacterial Meningitis Clinical Decision Support System,"Mariana Maceiras Cabrera, Ernesto Ocampo Edye",http://arxiv.org/pdf/1003.1493v1,No journal ref found,none,cs.AI,Summary14295,1003.1504v1,2010-03-07T18:04:28Z,Indexer Based Dynamic Web Services Discovery,"Saba Bashir, Farhan Hassan Khan, M. Younus Javed, Aihab Khan, Malik Sikandar Hayat Khiyal",http://arxiv.org/pdf/1003.1504v1,No journal ref found,none,cs.AI,Summary14296,1003.1588v1,2010-03-08T10:18:12Z,On the Failure of the Finite Model Property in some Fuzzy Description Logics,"Fernando Bobillo, Felix Bou, Umberto Straccia",http://arxiv.org/pdf/1003.1588v1,No journal ref found,none,cs.AI,Summary14297,1003.1658v3,2010-03-08T16:00:28Z,A multivalued knowledge-base model,Agnes Achs,http://arxiv.org/pdf/1003.1658v3,"Acta Univ. Sapientiae, Informatica, 2,1(2010) 51-79",none,cs.AI,Summary14298,1003.2641v1,2010-03-12T21:25:10Z,Release ZERO.0.1 of package RefereeToolbox,Frédéric Dambreville,http://arxiv.org/pdf/1003.2641v1,No journal ref found,none,cs.AI,Summary14299,1003.5173v1,2010-03-26T16:01:52Z,LEXSYS: Architecture and Implication for Intelligent Agent systems,Charles A. B. Robert,http://arxiv.org/pdf/1003.5173v1,No journal ref found,none,cs.AI,Summary14300,1003.5305v2,2010-03-27T14:56:16Z,Rational Value of Information Estimation for Measurement Selection,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/1003.5305v2,No journal ref found,none,cs.AI,Summary14301,1003.5899v1,2010-03-30T19:03:43Z,Geometric Algebra Model of Distributed Representations,Agnieszka Patyk,http://arxiv.org/pdf/1003.5899v1,No journal ref found,none,cs.AI,Summary14302,1004.1540v1,2010-04-09T12:38:17Z,Importance of Sources using the Repeated Fusion Method and the Proportional Conflict Redistribution Rules #5 and #6,"Florentin Smarandache, Jean Dezert",http://arxiv.org/pdf/1004.1540v1,No journal ref found,none,cs.AI,Summary14303,1004.1772v1,2010-04-11T08:12:31Z,Terrorism Event Classification Using Fuzzy Inference Systems,"Uraiwan Inyaem, Choochart Haruechaiyasak, Phayung Meesad, Dat Tran",http://arxiv.org/pdf/1004.1772v1,"IJCSIS, Vol. 7 No. 3, March 2010, 247-256",none,cs.AI,Summary14304,1004.1794v1,2010-04-11T11:19:32Z,Probabilistic Semantic Web Mining Using Artificial Neural Analysis,"T. Krishna Kishore, T. Sasi Vardhan, N. Lakshmi Narayana",http://arxiv.org/pdf/1004.1794v1,"IJCSIS, Vol. 7 No. 3, March 2010, 294-304",none,cs.AI,Summary14305,1004.2008v1,2010-04-12T17:09:16Z,Matrix Coherence and the Nystrom Method,"Ameet Talwalkar, Afshin Rostamizadeh",http://arxiv.org/pdf/1004.2008v1,No journal ref found,none,cs.AI,Summary14306,1004.2624v1,2010-04-15T13:15:06Z,Symmetry within Solutions,"Marijn Heule, Toby Walsh",http://arxiv.org/pdf/1004.2624v1,No journal ref found,none,cs.AI,Summary14307,1004.2626v1,2010-04-15T13:37:49Z,Propagating Conjunctions of AllDifferent Constraints,"Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/1004.2626v1,No journal ref found,none,cs.AI,Summary14308,1004.3260v1,2010-04-19T17:56:06Z,Decision Support Systems (DSS) in Construction Tendering Processes,"Rosmayati Mohemad, Abdul Razak Hamdan, Zulaiha Ali Othman, Noor Maizura Mohamad Noor",http://arxiv.org/pdf/1004.3260v1,"IJCSI, Volume 7, Issue 2, March 2010",none,cs.AI,Summary14309,1004.4342v2,2010-04-25T10:51:35Z,Towards Closed World Reasoning in Dynamic Open Worlds (Extended Version),"Martin Slota, João Leite",http://arxiv.org/pdf/1004.4342v2,"Theory and Practice of Logic Programming, 10(4-6), 547-564, 2010",none,cs.AI,Summary14310,1004.4734v1,2010-04-27T08:13:51Z,On the comparison of plans: Proposition of an instability measure for dynamic machine scheduling,Martin Josef Geiger,http://arxiv.org/pdf/1004.4734v1,"Proceedings of the 25th Mini EURO Conference on Uncertainty and Robustness in Planning and Decision Making, April 15-17, 2010, Coimbra, Portugal. ISBN 978-989-95055-3-7.",none,cs.AI,Summary14311,1004.4801v1,2010-04-27T13:42:49Z,Ontology-based inference for causal explanation,"Philippe Besnard, Marie-Odile Cordier, Yves Moinard",http://arxiv.org/pdf/1004.4801v1,"Integrated Computer-Aided Engineering 15, 4 (2008) 351-367",none,cs.AI,Summary14312,1005.0089v1,2010-05-01T16:00:59Z,The Exact Closest String Problem as a Constraint Satisfaction Problem,"Tom Kelsey, Lars Kotthoff",http://arxiv.org/pdf/1005.0089v1,No journal ref found,none,cs.AI,Summary14313,1005.0104v1,2010-05-01T20:55:23Z,Joint Structured Models for Extraction from Overlapping Sources,"Rahul Gupta, Sunita Sarawagi",http://arxiv.org/pdf/1005.0104v1,No journal ref found,none,cs.AI,Summary14314,1005.0605v1,2010-04-26T11:00:24Z,An approach to visualize the course of solving of a research task in humans,"Vladimir L. Gavrikov, Rem G. Khlebopros",http://arxiv.org/pdf/1005.0605v1,No journal ref found,none,cs.AI,Summary14315,1005.0608v1,2010-05-04T19:00:37Z,Informal Concepts in Machines,Kurt Ammon,http://arxiv.org/pdf/1005.0608v1,No journal ref found,none,cs.AI,Summary14316,1005.0896v1,2010-05-06T06:32:59Z,A two-step fusion process for multi-criteria decision applied to natural hazards in mountains,"Jean-Marc Tacnet, Mireille Batton-Hubert, Jean Dezert",http://arxiv.org/pdf/1005.0896v1,"Workshop on the Theory of Belief Functions, April 1- 2, 2010 Brest, France, Brest : France (2010)",none,cs.AI,Summary14317,1005.0917v1,2010-05-06T07:59:52Z,On Building a Knowledge Base for Stability Theory,"Agnieszka Rowinska-Schwarzweller, Christoph Schwarzweller",http://arxiv.org/pdf/1005.0917v1,"Lecture Notes in Computer Science, 2010, Volume 6167, Intelligent Computer Mathematics, Pages 427-439",none,cs.AI,Summary14318,1005.1518v1,2010-05-10T12:30:36Z,Recognizability of Individual Creative Style Within and Across Domains: Preliminary Studies,Liane Gabora,http://arxiv.org/pdf/1005.1518v1,No journal ref found,none,cs.AI,Summary14319,1005.1860v2,2010-05-11T15:24:36Z,Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes,"Marek Petrik, Gavin Taylor, Ron Parr, Shlomo Zilberstein",http://arxiv.org/pdf/1005.1860v2,No journal ref found,none,cs.AI,Summary14320,1005.2815v1,2010-05-17T06:44:44Z,Evolving Genes to Balance a Pole,"Miguel Nicolau, Marc Schoenauer, W. Banzhaf",http://arxiv.org/pdf/1005.2815v1,"EUropean Conference on Genetic Programming, Istanbul : Turkey (2010)",none,cs.AI,Summary14321,1005.3502v1,2010-05-19T17:53:43Z,Using machine learning to make constraint solver implementation decisions,"Lars Kotthoff, Ian Gent, Ian Miguel",http://arxiv.org/pdf/1005.3502v1,No journal ref found,none,cs.AI,Summary14322,1005.4025v1,2010-05-21T17:40:38Z,A Soft Computing Model for Physicians Decision Process,Siddharths Sankar Biswas,http://arxiv.org/pdf/1005.4025v1,"Journal of Computing, Volume 2, Issue 5, May 2010",none,cs.AI,Summary14323,1005.4159v3,2010-05-23T00:04:11Z,The Complexity of Manipulating $k$-Approval Elections,Andrew Lin,http://arxiv.org/pdf/1005.4159v3,No journal ref found,none,cs.AI,Summary14324,1005.4272v1,2010-05-24T07:50:55Z,Inaccuracy Minimization by Partioning Fuzzy Data Sets - Validation of Analystical Methodology,"G. Arutchelvan, S. K. Srivatsa, R. Jagannathan",http://arxiv.org/pdf/1005.4272v1,No journal ref found,none,cs.AI,Summary14325,1005.4496v1,2010-05-25T07:47:00Z,Combining Naive Bayes and Decision Tree for Adaptive Intrusion Detection,"Dewan Md. Farid, Nouria Harbi, Mohammad Zahidur Rahman",http://arxiv.org/pdf/1005.4496v1,International Journal of Network Security & Its Applications 2.2 (2010) 12-25,none,cs.AI,Summary14326,1005.4592v1,2010-05-25T14:49:03Z,Automated Reasoning and Presentation Support for Formalizing Mathematics in Mizar,"Josef Urban, Geoff Sutcliffe",http://arxiv.org/pdf/1005.4592v1,"Intelligent Computer Mathematics 2010, LNCS 6167, pp. 132-146",none,cs.AI,Summary14327,1005.4963v1,2010-05-26T23:13:05Z,Integrating Structured Metadata with Relational Affinity Propagation,"Anon Plangprasopchok, Kristina Lerman, Lise Getoor",http://arxiv.org/pdf/1005.4963v1,No journal ref found,none,cs.AI,Summary14328,1005.4989v1,2010-05-27T05:59:56Z,A Formalization of the Turing Test,Evgeny Chutchev,http://arxiv.org/pdf/1005.4989v1,No journal ref found,none,cs.AI,Summary14329,1005.5114v1,2010-05-27T16:46:04Z,Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata,"Anon Plangprasopchok, Kristina Lerman, Lise Getoor",http://arxiv.org/pdf/1005.5114v1,No journal ref found,none,cs.AI,Summary14330,1005.5270v1,2010-05-28T11:22:29Z,Symmetries of Symmetry Breaking Constraints,"George Katsirelos, Toby Walsh",http://arxiv.org/pdf/1005.5270v1,No journal ref found,none,cs.AI,Summary14331,1006.0274v1,2010-06-02T01:33:11Z,Learning Probabilistic Hierarchical Task Networks to Capture User Preferences,"Nan Li, William Cushing, Subbarao Kambhampati, Sungwook Yoon",http://arxiv.org/pdf/1006.0274v1,No journal ref found,none,cs.AI,Summary14332,1006.0385v1,2010-06-01T18:16:10Z,Brain-Like Stochastic Search: A Research Challenge and Funding Opportunity,Paul J. Werbos,http://arxiv.org/pdf/1006.0385v1,No journal ref found,none,cs.AI,Summary14333,1006.0991v1,2010-06-04T20:55:04Z,Variational Program Inference,"Georges Harik, Noam Shazeer",http://arxiv.org/pdf/1006.0991v1,No journal ref found,none,cs.AI,Summary14334,1006.1080v1,2010-06-06T05:16:55Z,The Dilated Triple,"Marko A. Rodriguez, Alberto Pepe, Joshua Shinavier",http://arxiv.org/pdf/1006.1080v1,"Emergent Web Intelligence: Advanced Semantic Technologies, Advanced Information and Knowledge Processing series, pages 3-16, ISBN:978-1-84996-076-2, Springer-Verlag, June 2010",none,cs.AI,Summary14335,1006.1190v2,2010-06-07T07:22:30Z,Game Information System,Spits Warnars H. L. H,http://arxiv.org/pdf/1006.1190v2,International Journal of Computer Science and Information Technology 2.3 (2010) 135-148,none,cs.AI,Summary14336,1006.1703v1,2010-06-09T04:36:14Z,Indonesian Earthquake Decision Support System,Spits Warnars,http://arxiv.org/pdf/1006.1703v1,"The 5th International Conference on Information & Communication Technology and Systems (ICTS) 2009, Informatics Department, Institute of Technology Sepuluh Nopember (ITS), Surabaya, Indonesia, 3-4 August 2009",none,cs.AI,Summary14337,1006.2204v1,2010-06-11T06:18:27Z,MDPs with Unawareness,"Joseph Y. Halpern, Nan Rong, Ashutosh Saxena",http://arxiv.org/pdf/1006.2204v1,No journal ref found,none,cs.AI,Summary14338,1006.2743v1,2010-06-14T15:38:41Z,Global Optimization for Value Function Approximation,"Marek Petrik, Shlomo Zilberstein",http://arxiv.org/pdf/1006.2743v1,No journal ref found,none,cs.AI,Summary14339,1006.3021v1,2010-06-15T16:04:54Z,A General Framework for Equivalences in Answer-Set Programming by Countermodels in the Logic of Here-and-There,Michael Fink,http://arxiv.org/pdf/1006.3021v1,No journal ref found,none,cs.AI,Summary14340,1006.4544v1,2010-06-23T15:02:19Z,Human Disease Diagnosis Using a Fuzzy Expert System,"Mir Anamul Hasan, Khaja Md. Sher-E-Alam, Ahsan Raja Chowdhury",http://arxiv.org/pdf/1006.4544v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.AI,Summary14341,1006.4551v1,2010-06-23T15:09:04Z,Vagueness of Linguistic variable,"Supriya Raheja, Smita Rajpal",http://arxiv.org/pdf/1006.4551v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.AI,Summary14342,1006.4561v1,2010-06-23T15:17:01Z,An Efficient Technique for Similarity Identification between Ontologies,"Amjad Farooq, Syed Ahsan, Abad Shah",http://arxiv.org/pdf/1006.4561v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.AI,Summary14343,1006.4563v1,2010-06-23T15:18:33Z,The State of the Art: Ontology Web-Based Languages: XML Based,Mohammad Mustafa Taye,http://arxiv.org/pdf/1006.4563v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.AI,Summary14344,1006.4567v1,2010-06-23T15:20:02Z,Understanding Semantic Web and Ontologies: Theory and Applications,Mohammad Mustafa Taye,http://arxiv.org/pdf/1006.4567v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.AI,Summary14345,1006.5041v1,2010-06-24T13:09:36Z,GroupLiNGAM: Linear non-Gaussian acyclic models for sets of variables,"Yoshinobu Kawahara, Kenneth Bollen, Shohei Shimizu, Takashi Washio",http://arxiv.org/pdf/1006.5041v1,No journal ref found,none,cs.AI,Summary14346,1006.5511v2,2010-06-29T06:58:35Z,Soft Approximations and uni-int Decision Making,Athar Kharal,http://arxiv.org/pdf/1006.5511v2,No journal ref found,none,cs.AI,Summary14347,1006.5657v1,2010-06-29T15:49:54Z,Reasoning Support for Risk Prediction and Prevention in Independent Living,"A. Mileo, D. Merico, R. Bisiani",http://arxiv.org/pdf/1006.5657v1,No journal ref found,none,cs.AI,Summary14348,1007.0412v1,2010-07-01T09:24:37Z,Improving Iris Recognition Accuracy By Score Based Fusion Method,"Ujwalla Gawande, Mukesh Zaveri, Avichal Kapur",http://arxiv.org/pdf/1007.0412v1,"International Journal of Advancements in Technology, Vol 1, No 1 (2010)",none,cs.AI,Summary14349,1007.0603v1,2010-07-05T02:27:09Z,Decomposition of the NVALUE constraint,"Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/1007.0603v1,No journal ref found,none,cs.AI,Summary14350,1007.0604v1,2010-07-05T02:36:35Z,Symmetry within and between solutions,Toby Walsh,http://arxiv.org/pdf/1007.0604v1,No journal ref found,none,cs.AI,Summary14351,1007.0614v1,2010-07-05T04:27:03Z,Online Cake Cutting,Toby Walsh,http://arxiv.org/pdf/1007.0614v1,No journal ref found,none,cs.AI,Summary14352,1007.0637v1,2010-07-05T08:08:00Z,Local search for stable marriage problems with ties and incomplete lists,"Mirco Gelain, Maria Silvia Pini, Francesca RossI, Kristen Brent Venable, Toby Walsh",http://arxiv.org/pdf/1007.0637v1,No journal ref found,none,cs.AI,Summary14353,1007.0690v1,2010-07-05T14:35:20Z,A unified view of Automata-based algorithms for Frequent Episode Discovery,"Avinash Achar, Srivatsan Laxman, P. S. Sastry",http://arxiv.org/pdf/1007.0690v1,No journal ref found,none,cs.AI,Summary14354,1007.0859v1,2010-07-06T10:52:44Z,Local search for stable marriage problems,"M. Gelain, M. S. Pini, F. Rossi, K. B. Venable, T. Walsh",http://arxiv.org/pdf/1007.0859v1,No journal ref found,none,cs.AI,Summary14355,1007.1766v1,2010-07-11T09:36:07Z,An svm multiclassifier approach to land cover mapping,"Gidudu Anthony, Hulley Gregg, Marwala Tshilidzi",http://arxiv.org/pdf/1007.1766v1,No journal ref found,none,cs.AI,Summary14356,1007.2534v4,2010-07-15T11:55:38Z,A general method for deciding about logically constrained issues,"Rosa Camps, Xavier Mora, Laia Saumell",http://arxiv.org/pdf/1007.2534v4,No journal ref found,none,cs.AI,Summary14357,1007.3515v2,2010-07-20T21:20:39Z,Query-driven Procedures for Hybrid MKNF Knowledge Bases,"José Júlio Alferes, Matthias Knorr, Terrance Swift",http://arxiv.org/pdf/1007.3515v2,No journal ref found,none,cs.AI,Summary14358,1007.3663v1,2010-07-21T14:00:14Z,A decidable subclass of finitary programs,"Sabrina Baselice, Piero A. Bonatti",http://arxiv.org/pdf/1007.3663v1,"Theory and Practice of Logic Programming (2010), 10:481-496 Cambridge University Press",none,cs.AI,Summary14359,1007.4868v1,2010-07-28T04:15:17Z,Predicting Suicide Attacks: A Fuzzy Soft Set Approach,Athar Kharal,http://arxiv.org/pdf/1007.4868v1,No journal ref found,none,cs.AI,Summary14360,1007.5024v1,2010-07-28T16:14:17Z,A Program-Level Approach to Revising Logic Programs under the Answer Set Semantics,James P. Delgrande,http://arxiv.org/pdf/1007.5024v1,"Theory and Practice of Logic Programming, 10, 4--6, 2010, pp. 565-580",none,cs.AI,Summary14361,1007.5104v1,2010-07-29T03:21:57Z,An Empirical Study of Borda Manipulation,"Jessica Davies, George Katsirelos, Nina Narodystka, Toby Walsh",http://arxiv.org/pdf/1007.5104v1,No journal ref found,none,cs.AI,Summary14362,1007.5130v1,2010-07-29T07:27:25Z,Resource-Optimal Planning For An Autonomous Planetary Vehicle,"Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio",http://arxiv.org/pdf/1007.5130v1,International Journal of Artificial Intelligence & Applications 1.3 (2010) 15-29,none,cs.AI,Summary14363,1008.0273v1,2010-08-02T10:18:24Z,Threat assessment of a possible Vehicle-Born Improvised Explosive Device using DSmT,"Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/1008.0273v1,"Fusion 2010, Edinburgh : United Kingdom (2010)",none,cs.AI,Summary14364,1008.0659v2,2010-08-03T21:09:43Z,Evaluating and Improving Modern Variable and Revision Ordering Strategies in CSPs,"Thanasis Balafoutis, Kostas Stergiou",http://arxiv.org/pdf/1008.0659v2,No journal ref found,none,cs.AI,Summary14365,1008.0660v1,2010-08-03T21:10:15Z,Adaptive Branching for Constraint Satisfaction Problems,"Thanasis Balafoutis, Kostas Stergiou",http://arxiv.org/pdf/1008.0660v1,In Proceedings of the 19th European Conference on Artificial Intelligence - ECAI 2010,none,cs.AI,Summary14366,1008.0823v1,2010-08-04T17:05:33Z,A Homogeneous Reaction Rule Language for Complex Event Processing,"Adrian Paschke, Alexander Kozlenkov, Harold Boley",http://arxiv.org/pdf/1008.0823v1,No journal ref found,none,cs.AI,Summary14367,1008.1328v1,2010-08-07T12:08:43Z,"Semantic Oriented Agent based Approach towards Engineering Data Management, Web Information Retrieval and User System Communication Problems","Zeeshan Ahmed, Detlef Gerhard",http://arxiv.org/pdf/1008.1328v1,No journal ref found,none,cs.AI,Summary14368,1008.1333v1,2010-08-07T12:29:02Z,"An Agent based Approach towards Metadata Extraction, Modelling and Information Retrieval over the Web","Zeeshan Ahmed, Detlef Gerhard",http://arxiv.org/pdf/1008.1333v1,No journal ref found,none,cs.AI,Summary14369,1008.1484v1,2010-08-09T10:54:54Z,A note on communicating between information systems based on including degrees,"Ping Zhu, Qiaoyan Wen",http://arxiv.org/pdf/1008.1484v1,"International Journal of General Systems, 40(8): 837-840, 2011",none,cs.AI,Summary14370,1008.1723v1,2010-08-07T12:32:22Z,Role of Ontology in Semantic Web Development,"Zeeshan Ahmed, Detlef Gerhard",http://arxiv.org/pdf/1008.1723v1,No journal ref found,none,cs.AI,Summary14371,1008.3314v1,2010-08-19T14:41:55Z,Maximum entropy models and subjective interestingness: an application to tiles in binary databases,Tijl De Bie,http://arxiv.org/pdf/1008.3314v1,No journal ref found,none,cs.AI,Summary14372,1008.3879v1,2010-08-23T18:38:23Z,A formalism for causal explanations with an Answer Set Programming translation,Yves Moinard,http://arxiv.org/pdf/1008.3879v1,"4th International Conference on Knowledge Science, Engineering \& Management (KSEM 2010), Belfast : United Kingdom (2010)",none,cs.AI,Summary14373,1008.4257v1,2010-08-25T11:41:28Z,Learning from Profession Knowledge: Application on Knitting,"Nada Matta, Oswaldo Castillo",http://arxiv.org/pdf/1008.4257v1,"5th International Conference on Signal-Image Technology and Internet based Systems, Marakesh : Morocco (2009)",none,cs.AI,Summary14374,1008.4326v1,2010-08-25T18:04:03Z,Machine learning for constraint solver design -- A case study for the alldifferent constraint,"Ian Gent, Lars Kotthoff, Ian Miguel, Peter Nightingale",http://arxiv.org/pdf/1008.4326v1,No journal ref found,none,cs.AI,Summary14375,1008.4328v1,2010-08-25T18:07:40Z,Distributed solving through model splitting,"Lars Kotthoff, Neil C. A. Moore",http://arxiv.org/pdf/1008.4328v1,No journal ref found,none,cs.AI,Summary14376,1008.5163v1,2010-08-30T20:51:26Z,Learning Multi-modal Similarity,"Brian McFee, Gert Lanckriet",http://arxiv.org/pdf/1008.5163v1,No journal ref found,none,cs.AI,Summary14377,1008.5188v2,2010-08-30T23:40:51Z,Totally Corrective Boosting for Regularized Risk Minimization,"Chunhua Shen, Hanxi Li, Nick Barnes",http://arxiv.org/pdf/1008.5188v2,No journal ref found,none,cs.AI,Summary14378,1008.5189v1,2010-08-30T23:50:33Z,Improving the Performance of maxRPC,"Thanasis Balafoutis, Anastasia Paparrizou, Kostas Stergiou, Toby Walsh",http://arxiv.org/pdf/1008.5189v1,No journal ref found,none,cs.AI,Summary14379,1009.0347v1,2010-09-02T08:03:47Z,Solving the Resource Constrained Project Scheduling Problem with Generalized Precedences by Lazy Clause Generation,"Andreas Schutt, Thibaut Feydy, Peter J. Stuckey, Mark G. Wallace",http://arxiv.org/pdf/1009.0347v1,No journal ref found,none,cs.AI,Summary14380,1009.0407v1,2010-09-02T12:24:32Z,Experimental Evaluation of Branching Schemes for the CSP,"Thanasis Balafoutis, Anastasia Paparrizou, Kostas Stergiou",http://arxiv.org/pdf/1009.0407v1,No journal ref found,none,cs.AI,Summary14381,1009.0501v1,2010-09-02T18:36:44Z,Automatable Evaluation Method Oriented toward Behaviour Believability for Video Games,"Fabien Tencé, Cédric Buche",http://arxiv.org/pdf/1009.0501v1,No journal ref found,none,cs.AI,Summary14382,1009.2003v1,2010-09-10T12:58:30Z,AI 3D Cybug Gaming,Zeeshan Ahmed,http://arxiv.org/pdf/1009.2003v1,No journal ref found,none,cs.AI,Summary14383,1009.2041v1,2010-09-10T16:10:26Z,Multi-Agent Only-Knowing Revisited,"Vaishak Belle, Gerhard Lakemeyer",http://arxiv.org/pdf/1009.2041v1,No journal ref found,none,cs.AI,Summary14384,1009.4586v1,2010-09-23T11:42:41Z,Optimal Bangla Keyboard Layout using Association Rule of Data Mining,"Md. Hijbul Alam, Abdul Kadar Muhammad Masum, Mohammad Mahadi Hassan, S. M. Kamruzzaman",http://arxiv.org/pdf/1009.4586v1,"Proc. 7th International Conference on Computer and Information Technology (ICCIT 2004), Dhaka, Bangladesh, pp. 679-681, Dec. 2004",none,cs.AI,Summary14385,1009.4982v1,2010-09-25T06:55:27Z,Optimal Bangla Keyboard Layout using Data Mining Technique,"S. M. Kamruzzaman, Md. Hijbul Alam, Abdul Kadar Muhammad Masum, Md. Mahadi Hassan",http://arxiv.org/pdf/1009.4982v1,"Proc. International Conference on Information and Communication Technology in Management (ICTM 2005), Multimedia University, Malaysia, May 2005",none,cs.AI,Summary14386,1009.5048v1,2010-09-26T02:09:41Z,The Most Advantageous Bangla Keyboard Layout Using Data Mining Technique,"Abdul Kadar Muhammad Masum, Mohammad Mahadi Hassan, S. M. Kamruzzaman",http://arxiv.org/pdf/1009.5048v1,"Journal of Computer Science, IBAIS University, Dkhaka, Bangladesh, Vol. 1, No. 2, Dec. 2007",none,cs.AI,Summary14387,1009.5268v1,2010-09-27T14:27:49Z,General Scaled Support Vector Machines,"Xin Liu, Ying Ding, Forrest Sheng Bao",http://arxiv.org/pdf/1009.5268v1,No journal ref found,none,cs.AI,Summary14388,1009.5290v1,2010-09-27T15:31:54Z,Measuring Similarity of Graphs and their Nodes by Neighbor Matching,Mladen Nikolic,http://arxiv.org/pdf/1009.5290v1,No journal ref found,none,cs.AI,Summary14389,1010.0298v1,2010-10-02T07:27:43Z,Steepest Ascent Hill Climbing For A Mathematical Problem,"Siby Abraham, Imre Kiss, Sugata Sanyal, Mukund Sanglikar",http://arxiv.org/pdf/1010.0298v1,No journal ref found,none,cs.AI,Summary14390,1010.2102v1,2010-10-11T13:41:21Z,Hierarchical Multiclass Decompositions with Application to Authorship Determination,"Ran El-Yaniv, Noam Etzion-Rosenberg",http://arxiv.org/pdf/1010.2102v1,No journal ref found,none,cs.AI,Summary14391,1010.3177v1,2010-10-15T14:18:25Z,Introduction to the iDian,Xin Rong,http://arxiv.org/pdf/1010.3177v1,No journal ref found,none,cs.AI,Summary14392,1010.4385v1,2010-10-21T07:54:11Z,A Protocol for Self-Synchronized Duty-Cycling in Sensor Networks: Generic Implementation in Wiselib,"Hugo Hernández, Tobias Baumgartner, Maria J. Blesa, Christian Blum, Alexander Kröller, Sandor P. Fekete",http://arxiv.org/pdf/1010.4385v1,No journal ref found,none,cs.AI,Summary14393,1010.4561v2,2010-10-21T19:48:22Z,New S-norm and T-norm Operators for Active Learning Method,"Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi, Ali Reza Ghatreh Samani",http://arxiv.org/pdf/1010.4561v2,No journal ref found,none,cs.AI,Summary14394,1010.4609v1,2010-10-22T04:00:00Z,A Partial Taxonomy of Substitutability and Interchangeability,"Shant Karakashian, Robert Woodward, Berthe Y. Choueiry, Steven Prestwhich, Eugene C. Freuder",http://arxiv.org/pdf/1010.4609v1,No journal ref found,none,cs.AI,Summary14395,1010.4784v1,2010-10-22T19:31:23Z,Learning under Concept Drift: an Overview,Indrė Žliobaitė,http://arxiv.org/pdf/1010.4784v1,No journal ref found,none,cs.AI,Summary14396,1010.4830v2,2010-10-22T23:16:04Z,A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models,Neil D. Lawrence,http://arxiv.org/pdf/1010.4830v2,No journal ref found,none,cs.AI,Summary14397,1010.5426v1,2010-10-26T15:16:50Z,Translation-Invariant Representation for Cumulative Foot Pressure Images,"Shuai Zheng, Kaiqi Huang, Tieniu Tan",http://arxiv.org/pdf/1010.5426v1,"Shuai Zheng, Kaiqi Huang and Tieniu Tan. Translation Invariant Representation for Cumulative foot pressure Image, The second CJK Joint Workshop on Pattern Recognition(CJKPR), 2010",none,cs.AI,Summary14398,1011.0098v1,2010-10-30T19:06:44Z,Qualitative Reasoning about Relative Direction on Adjustable Levels of Granularity,"Till Mossakowski, Reinhard Moratz",http://arxiv.org/pdf/1011.0098v1,No journal ref found,none,cs.AI,Summary14399,1011.0187v1,2010-10-31T18:14:44Z,A Distributed AI Aided 3D Domino Game,"Şahin Emrah Amrahov, Orhan A. Nooraden",http://arxiv.org/pdf/1011.0187v1,No journal ref found,none,cs.AI,Summary14400,1011.0190v1,2010-10-31T18:46:50Z,Prunnig Algorithm of Generation a Minimal Set of Rule Reducts Based on Rough Set Theory,"Şahin Emrah Amrahov, Fatih Aybar, Serhat Doğan",http://arxiv.org/pdf/1011.0190v1,No journal ref found,none,cs.AI,Summary14401,1011.0233v2,2010-11-01T01:02:39Z,Reasoning about Cardinal Directions between Extended Objects: The Hardness Result,"Weiming Liu, Sanjiang Li",http://arxiv.org/pdf/1011.0233v2,No journal ref found,none,cs.AI,Summary14402,1011.0330v3,2010-11-01T14:26:09Z,Imitation learning of motor primitives and language bootstrapping in robots,"Thomas Cederborg, Pierre-Yves Oudeyer",http://arxiv.org/pdf/1011.0330v3,No journal ref found,none,cs.AI,Summary14403,1011.0628v1,2010-11-02T14:37:51Z,Significance of Classification Techniques in Prediction of Learning Disabilities,Julie M. David And Kannan Balakrishnan,http://arxiv.org/pdf/1011.0628v1,"International Journal of Artificial Intelligence&Applications, Vol 1, No.4, Oct. 2010, pp 111-120",none,cs.AI,Summary14404,1011.0950v1,2010-11-03T17:33:23Z,Detecting Ontological Conflicts in Protocols between Semantic Web Services,"Priyankar Ghosh, Pallab Dasgupta",http://arxiv.org/pdf/1011.0950v1,"International Journal of Web \& Semantic Technology (IJWest) Vol.1, Num.4, October 2010",none,cs.AI,Summary14405,1011.1478v2,2010-11-05T18:41:03Z,Gradient Computation In Linear-Chain Conditional Random Fields Using The Entropy Message Passing Algorithm,"Velimir M. Ilic, Dejan I. Mancev, Branimir T. Todorovic, Miomir S. Stankovic",http://arxiv.org/pdf/1011.1478v2,No journal ref found,none,cs.AI,Summary14406,1011.1660v1,2010-11-07T17:45:57Z,Reinforcement Learning Based on Active Learning Method,"Hesam Sagha, Saeed Bagheri Shouraki, Hosein Khasteh, Ali Akbar Kiaei",http://arxiv.org/pdf/1011.1660v1,No journal ref found,none,cs.AI,Summary14407,1011.1662v1,2010-11-07T17:49:38Z,A New Sufficient Condition for 1-Coverage to Imply Connectivity,"Seyed Hossein Khasteh, Saeid Bagheri Shouraki, Ali Akbar Kiaei",http://arxiv.org/pdf/1011.1662v1,No journal ref found,none,cs.AI,Summary14408,1011.2304v1,2010-11-10T08:26:56Z,Target tracking in the recommender space: Toward a new recommender system based on Kalman filtering,"Samuel Nowakowski, Cédric Bernier, Anne Boyer",http://arxiv.org/pdf/1011.2304v1,No journal ref found,none,cs.AI,Summary14409,1011.2512v2,2010-11-10T21:44:26Z,Extended Active Learning Method,"Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi, Alireza Ghatreh Samani",http://arxiv.org/pdf/1011.2512v2,No journal ref found,none,cs.AI,Summary14410,1011.4362v1,2010-11-19T08:20:30Z,Should one compute the Temporal Difference fix point or minimize the Bellman Residual? The unified oblique projection view,Bruno Scherrer,http://arxiv.org/pdf/1011.4362v1,No journal ref found,none,cs.AI,Summary14411,1011.5349v1,2010-11-24T11:47:59Z,Distributed Graph Coloring: An Approach Based on the Calling Behavior of Japanese Tree Frogs,"Hugo Hernández, Christian Blum",http://arxiv.org/pdf/1011.5349v1,No journal ref found,none,cs.AI,Summary14412,1011.5480v1,2010-11-24T20:07:49Z,Bayesian Modeling of a Human MMORPG Player,"Gabriel Synnaeve, Pierre Bessiere",http://arxiv.org/pdf/1011.5480v1,No journal ref found,none,cs.AI,Summary14413,1011.5951v1,2010-11-27T07:48:08Z,Reinforcement Learning in Partially Observable Markov Decision Processes using Hybrid Probabilistic Logic Programs,Emad Saad,http://arxiv.org/pdf/1011.5951v1,No journal ref found,none,cs.AI,Summary14414,1011.6220v1,2010-11-29T13:10:27Z,Multimodal Biometric Systems - Study to Improve Accuracy and Performance,"K. Sasidhar, Vijaya L Kakulapati, Kolikipogu Ramakrishna, K. KailasaRao",http://arxiv.org/pdf/1011.6220v1,No journal ref found,none,cs.AI,Summary14415,1012.0322v1,2010-12-01T21:08:04Z,A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems,"Vitaly Schetinin, Jonathan Fieldsend, Derek Partridge, Wojtek Krzanowski, Richard Everson, Trevor Bailey, Adolfo Hernandez",http://arxiv.org/pdf/1012.0322v1,"Frontiers in Artificial Intelligence and Applications. Volume 149, IOS Press Book, 2006. Integrated Intelligent Systems for Engineering Design. Edited by Xuan F. Zha, R.J. Howlett. ISBN 978-1-58603-675-1, pp. 82-96",none,cs.AI,Summary14416,1012.0830v1,2010-12-03T20:07:21Z,Using ASP with recent extensions for causal explanations,Yves Moinard,http://arxiv.org/pdf/1012.0830v1,"ASPOCP10, Answer Set Programming and Other Computing Paradigms Workshop, associated with ICLP, Edinburgh : United Kingdom (2010)",none,cs.AI,Summary14417,1012.1255v3,2010-12-06T17:40:33Z,URSA: A System for Uniform Reduction to SAT,Predrag Janicic,http://arxiv.org/pdf/1012.1255v3,"Logical Methods in Computer Science, Volume 8, Issue 3 (September 30, 2012) lmcs:1171",none,cs.AI,Summary14418,1012.1619v1,2010-12-07T21:45:50Z,Are SNOMED CT Browsers Ready for Institutions? Introducing MySNOM,Pablo Lopez-Garcia,http://arxiv.org/pdf/1012.1619v1,No journal ref found,none,cs.AI,Summary14419,1012.1635v1,2010-12-07T23:03:42Z,A study on the relation between linguistics-oriented and domain-specific semantics,He Tan,http://arxiv.org/pdf/1012.1635v1,No journal ref found,none,cs.AI,Summary14420,1012.1643v1,2010-12-07T23:49:29Z,Process Makna - A Semantic Wiki for Scientific Workflows,"Adrian Paschke, Zhili Zhao",http://arxiv.org/pdf/1012.1643v1,No journal ref found,none,cs.AI,Summary14421,1012.1646v1,2010-12-07T23:55:47Z,Use of semantic technologies for the development of a dynamic trajectories generator in a Semantic Chemistry eLearning platform,"Richard Huber, Kirsten Hantelmann, Alexandru Todor, Sebastian Krebs, Ralf Heese, Adrian Paschke",http://arxiv.org/pdf/1012.1646v1,No journal ref found,none,cs.AI,Summary14422,1012.1654v1,2010-12-08T00:34:17Z,Using Semantic Wikis for Structured Argument in Medical Domain,"Adrian Groza, Radu Balaj",http://arxiv.org/pdf/1012.1654v1,No journal ref found,none,cs.AI,Summary14423,1012.1658v1,2010-12-08T00:41:20Z,Creating a new Ontology: a Modular Approach,"Julia Dmitrieva, Fons J. Verbeek",http://arxiv.org/pdf/1012.1658v1,No journal ref found,none,cs.AI,Summary14424,1012.1667v1,2010-12-08T01:12:57Z,A semantic approach for the requirement-driven discovery of web services in the Life Sciences,"Maria Perez, Rafael Berlanga, Ismael Sanz",http://arxiv.org/pdf/1012.1667v1,No journal ref found,none,cs.AI,Summary14425,1012.1743v1,2010-12-08T11:43:37Z,Scientific Collaborations: principles of WikiBridge Design,"Eric Leclercq, Marinette Savonnet",http://arxiv.org/pdf/1012.1743v1,No journal ref found,none,cs.AI,Summary14426,1012.1745v1,2010-12-08T11:55:06Z,Populous: A tool for populating ontology templates,"Simon Jupp, Matthew Horridge, Luigi Iannone, Julie Klein, Stuart Owen, Joost Schanstra, Robert Stevens, Katy Wolstencroft",http://arxiv.org/pdf/1012.1745v1,No journal ref found,none,cs.AI,Summary14427,1012.1899v1,2010-12-09T00:12:24Z,Querying Biomedical Ontologies in Natural Language using Answer Set,"Halit Erdogan, Umut Oztok, Yelda Erdem, Esra Erdem",http://arxiv.org/pdf/1012.1899v1,No journal ref found,none,cs.AI,Summary14428,1012.2148v1,2010-12-10T00:24:42Z,Bisimulations for fuzzy transition systems,"Yongzhi Cao, Guoqing Chen, Etienne Kerre",http://arxiv.org/pdf/1012.2148v1,"IEEE Trans. Fuzzy Syst., vol. 19, no. 3, pp. 540-552, 2011",none,cs.AI,Summary14429,1012.2162v1,2010-12-10T02:42:30Z,Nondeterministic fuzzy automata,"Yongzhi Cao, Yoshinori Ezawa",http://arxiv.org/pdf/1012.2162v1,No journal ref found,none,cs.AI,Summary14430,1012.2789v1,2010-12-09T19:43:53Z,Experimental Comparison of Representation Methods and Distance Measures for Time Series Data,"Xiaoyue Wang, Hui Ding, Goce Trajcevski, Peter Scheuermann, Eamonn Keogh",http://arxiv.org/pdf/1012.2789v1,No journal ref found,none,cs.AI,Summary14431,1012.3280v1,2010-12-15T11:07:09Z,A new Recommender system based on target tracking: a Kalman Filter approach,"Samuel Nowakowski, Cédric Bernier, Anne Boyer",http://arxiv.org/pdf/1012.3280v1,No journal ref found,none,cs.AI,Summary14432,1012.3312v1,2010-12-15T12:45:56Z,Dynamic Capitalization and Visualization Strategy in Collaborative Knowledge Management System for EI Process,"Bolanle Oladejo, Victor Odumuyiwa, Amos David",http://arxiv.org/pdf/1012.3312v1,"International Conference in Knowledge Management and Knowledge Economy ICKMKE 2010, paris : France (2010)",none,cs.AI,Summary14433,1012.3410v1,2010-12-15T18:02:27Z,Descriptive-complexity based distance for fuzzy sets,"Laszlo Kovacs, Joel Ratsaby",http://arxiv.org/pdf/1012.3410v1,No journal ref found,none,cs.AI,Summary14434,1012.4046v1,2010-12-18T01:12:14Z,Artificial Intelligence in Reverse Supply Chain Management: The State of the Art,"Bo Xing, Wen-Jing Gao, Kimberly Battle, Tshildzi Marwala, Fulufhelo V. Nelwamondo",http://arxiv.org/pdf/1012.4046v1,No journal ref found,none,cs.AI,Summary14435,1012.4776v1,2010-12-21T19:46:21Z,Automatic Estimation of the Exposure to Lateral Collision in Signalized Intersections using Video Sensors,"Nicolas Saunier, Sophie Midenet",http://arxiv.org/pdf/1012.4776v1,No journal ref found,none,cs.AI,Summary14436,1012.5585v1,2010-12-27T09:58:16Z,Symmetry Breaking with Polynomial Delay,"Tim januschowski, Barbara M. Smith, M. R. C. van Dongen",http://arxiv.org/pdf/1012.5585v1,No journal ref found,none,cs.AI,Summary14437,1012.5705v1,2010-12-28T07:14:32Z,Looking for plausibility,Wan Ahmad Tajuddin Wan Abdullah,http://arxiv.org/pdf/1012.5705v1,No journal ref found,none,cs.AI,Summary14438,1012.5815v2,2010-12-28T18:57:04Z,SAPFOCS: a metaheuristic based approach to part family formation problems in group technology,"Tamal Ghosh, Mousumi Modak, Pranab K Dan",http://arxiv.org/pdf/1012.5815v2,"nternational Journal of Management Science International Journal of Management Science and Engineering Management, 6(3): 231-240, 2011",none,cs.AI,Summary14439,1012.5847v2,2010-12-28T21:49:11Z,On Elementary Loops of Logic Programs,"Martin Gebser, Joohyung Lee, Yuliya Lierler",http://arxiv.org/pdf/1012.5847v2,No journal ref found,none,cs.AI,Summary14440,1012.5960v1,2010-12-29T15:29:33Z,Extending Binary Qualitative Direction Calculi with a Granular Distance Concept: Hidden Feature Attachment,Reinhard Moratz,http://arxiv.org/pdf/1012.5960v1,No journal ref found,none,cs.AI,Summary14441,1102.0079v1,2011-02-01T05:38:33Z,Information-theoretic measures associated with rough set approximations,"Ping Zhu, Qiaoyan Wen",http://arxiv.org/pdf/1102.0079v1,No journal ref found,none,cs.AI,Summary14442,1102.0714v1,2011-02-03T15:58:18Z,An architecture for the evaluation of intelligent systems,"Javier Insa-Cabrera, Jose Hernandez-Orallo",http://arxiv.org/pdf/1102.0714v1,No journal ref found,none,cs.AI,Summary14443,1102.0831v1,2011-02-04T03:56:09Z,Intelligent Semantic Web Search Engines: A Brief Survey,"G. Madhu, Dr. A. Govardhan, Dr. T. V. Rajinikanth",http://arxiv.org/pdf/1102.0831v1,"International journal of Web & Semantic Technology (IJWesT) Vol.2, No.1, January 2011",none,cs.AI,Summary14444,1102.2670v1,2011-02-14T04:06:31Z,Online Least Squares Estimation with Self-Normalized Processes: An Application to Bandit Problems,"Yasin Abbasi-Yadkori, David Pal, Csaba Szepesvari",http://arxiv.org/pdf/1102.2670v1,No journal ref found,none,cs.AI,Summary14445,1102.2984v1,2011-02-15T07:43:03Z,Hybrid Model for Solving Multi-Objective Problems Using Evolutionary Algorithm and Tabu Search,"Rjab Hajlaoui, Mariem Gzara, Abdelaziz Dammak",http://arxiv.org/pdf/1102.2984v1,"World of Computer Science and Information Technology Journal (WCSIT),ISSN: 2221-0741,Vol. 1, No. 1, 5-9, Feb. 2011",none,cs.AI,Summary14446,1102.4924v1,2011-02-24T08:16:59Z,New Worst-Case Upper Bound for #XSAT,"Junping Zhou, Minghao Yin",http://arxiv.org/pdf/1102.4924v1,No journal ref found,none,cs.AI,Summary14447,1102.5385v2,2011-02-26T03:06:55Z,Back and Forth Between Rules and SE-Models (Extended Version),"Martin Slota, João Leite",http://arxiv.org/pdf/1102.5385v2,No journal ref found,none,cs.AI,Summary14448,1102.5635v1,2011-02-28T10:42:29Z,Practical inventory routing: A problem definition and an optimization method,"Martin Josef Geiger, Marc Sevaux",http://arxiv.org/pdf/1102.5635v1,"Proceedings of the EU/MEeting 2011 - Workshop on Client-Centered Logistics and International Aid, February 21-22, 2011, pages 32-35",none,cs.AI,Summary14449,1103.0127v1,2011-03-01T10:35:44Z,Fuzzy Approach to Critical Bus Ranking under Normal and Line Outage Contingencies,"Shobha Shankar, Dr. T. Ananthapadmanabha",http://arxiv.org/pdf/1103.0127v1,"Advanced Computing, CCSIT Proceedings, Part III, pp. 400-406, Jan 2011",none,cs.AI,Summary14450,1103.0632v1,2011-03-03T09:44:06Z,An Agent Based Architecture (Using Planning) for Dynamic and Semantic Web Services Composition in an EBXML Context,"Hioual Ouassila, Boufaida Zizette",http://arxiv.org/pdf/1103.0632v1,"International Journal of Database Management Systems ( IJDMS ), Vol.3, No.1, February 2011 110-131",none,cs.AI,Summary14451,1103.0697v1,2011-03-03T14:31:32Z,"A Wiki for Business Rules in Open Vocabulary, Executable English",Adrian Walker,http://arxiv.org/pdf/1103.0697v1,No journal ref found,none,cs.AI,Summary14452,1103.1003v1,2011-03-05T03:41:30Z,Teraflop-scale Incremental Machine Learning,Eray Özkural,http://arxiv.org/pdf/1103.1003v1,No journal ref found,none,cs.AI,Summary14453,1103.1157v2,2011-03-06T18:54:04Z,GRASP and path-relinking for Coalition Structure Generation,"Nicola Di Mauro, Teresa M. A. Basile, Stefano Ferilli, Floriana Esposito",http://arxiv.org/pdf/1103.1157v2,No journal ref found,none,cs.AI,Summary14454,1103.1205v1,2011-03-07T07:17:13Z,A Directional Feature with Energy based Offline Signature Verification Network,"Minal Tomar, Pratibha Singh",http://arxiv.org/pdf/1103.1205v1,"International Journal on Soft Computing ( IJSC ), Vol.2, No.1, February 2011",none,cs.AI,Summary14455,1103.1711v1,2011-03-09T06:43:55Z,Planning Graph Heuristics for Belief Space Search,"D. Bryce, S. Kambhampati, D. E. Smith",http://arxiv.org/pdf/1103.1711v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 35-99, 2006",none,cs.AI,Summary14456,1103.2091v1,2011-02-24T09:12:17Z,An Artificial Immune System Model for Multi-Agents Resource Sharing in Distributed Environments,"Tejbanta Singh Chingtham, G. Sahoo, M. K. Ghose",http://arxiv.org/pdf/1103.2091v1,"International Journal on Computer Science and Engineering (IJCSE), Vol. 02, No. 05, 2010, pp 1813-1818",none,cs.AI,Summary14457,1103.2342v1,2011-03-11T18:58:40Z,SPPAM - Statistical PreProcessing AlgorithM,"Tiago Silva, Inês Dutra",http://arxiv.org/pdf/1103.2342v1,No journal ref found,none,cs.AI,Summary14458,1103.2376v1,2011-03-11T21:13:38Z,"Language, Emotions, and Cultures: Emotional Sapir-Whorf Hypothesis",Leonid Perlovsky,http://arxiv.org/pdf/1103.2376v1,No journal ref found,none,cs.AI,Summary14459,1103.3123v2,2011-03-16T08:12:05Z,Reduced Ordered Binary Decision Diagram with Implied Literals: A New knowledge Compilation Approach,"Yong Lai, Dayou Liu, Shengsheng Wang",http://arxiv.org/pdf/1103.3123v2,No journal ref found,none,cs.AI,Summary14460,1103.3223v1,2011-03-16T16:28:00Z,Using Soft Computer Techniques on Smart Devices for Monitoring Chronic Diseases: the CHRONIOUS case,"Piero Giacomelli, Giulia Munaro, Roberto Rosso",http://arxiv.org/pdf/1103.3223v1,No journal ref found,none,cs.AI,Summary14461,1103.3240v4,2011-03-02T15:00:09Z,Decentralized Constraint Satisfaction,"K. R. Duffy, C. Bordenave, D. J. Leith",http://arxiv.org/pdf/1103.3240v4,"IEEE/ACM Transactions on Networking, 21 (4), 1298-1308, 2013",none,cs.AI,Summary14462,1103.3417v1,2011-03-17T14:02:50Z,Finding Shortest Path for Developed Cognitive Map Using Medial Axis,"Hazim A. Farhan, Hussein H. Owaied, Suhaib I. Al-Ghazi",http://arxiv.org/pdf/1103.3417v1,"World of Computer Science and Information Technology Journal (WCSIT), ISSN: 2221-0741, Vol. 1, No. 2, 17-25, 2011",none,cs.AI,Summary14463,1103.3420v1,2011-03-17T14:13:36Z,Extraction of handwritten areas from colored image of bank checks by an hybrid method,"Sofiene Haboubi, Samia Maddouri",http://arxiv.org/pdf/1103.3420v1,No journal ref found,none,cs.AI,Summary14464,1103.3687v1,2011-03-18T18:57:46Z,Cost Based Satisficing Search Considered Harmful,"William Cushing, J. Benton, Subbarao Kambhampati",http://arxiv.org/pdf/1103.3687v1,No journal ref found,none,cs.AI,Summary14465,1103.3745v1,2011-03-19T03:50:45Z,The AllDifferent Constraint with Precedences,"Christian Bessiere, Nina Narodytska, Claude-Guy Quimper, Toby Walsh",http://arxiv.org/pdf/1103.3745v1,No journal ref found,none,cs.AI,Summary14466,1103.3949v2,2011-03-21T09:51:36Z,A Goal-Directed Implementation of Query Answering for Hybrid MKNF Knowledge Bases,"Ana Sofia Gomes, Jose Julio Alferes, Terrance Swift",http://arxiv.org/pdf/1103.3949v2,No journal ref found,none,cs.AI,Summary14467,1103.3954v1,2011-03-21T10:14:40Z,"BoolVar/PB v1.0, a java library for translating pseudo-Boolean constraints into CNF formulae",Olivier Bailleux,http://arxiv.org/pdf/1103.3954v1,No journal ref found,none,cs.AI,Summary14468,1103.5034v1,2011-03-24T03:35:24Z,On Understanding and Machine Understanding,Tong Chern,http://arxiv.org/pdf/1103.5034v1,No journal ref found,none,cs.AI,Summary14469,1105.0288v1,2011-05-02T10:12:59Z,Splitting and Updating Hybrid Knowledge Bases (Extended Version),"Martin Slota, João Leite, Terrance Swift",http://arxiv.org/pdf/1105.0288v1,"Theory and Practice of Logic Programming, 11(4-5), 801-819, 2011",none,cs.AI,Summary14470,1105.0650v1,2011-05-03T18:29:58Z,Transition Systems for Model Generators - A Unifying Approach,"Yuliya Lierler, Miroslaw Truszczynski",http://arxiv.org/pdf/1105.0650v1,"Theory and Practice of Logic Programming, volume 11, issue 4-5, pp 629 - 646, 2011",none,cs.AI,Summary14471,1105.0974v1,2011-05-05T04:55:53Z,GANC: Greedy Agglomerative Normalized Cut,"Seyed Salim Tabatabaei, Mark Coates, Michael Rabbat",http://arxiv.org/pdf/1105.0974v1,No journal ref found,none,cs.AI,Summary14472,1105.1247v1,2011-05-06T09:27:49Z,Machine-Part cell formation through visual decipherable clustering of Self Organizing Map,"Manojit Chattopadhyay, Surajit Chattopadhyay, Pranab K. Dan",http://arxiv.org/pdf/1105.1247v1,"The International Journal of Advanced Manufacturing Technology, 2011, Volume 52, Numbers 9-12, 1019-1030",none,cs.AI,Summary14473,1105.1436v1,2011-05-07T12:07:49Z,Solving Rubiks Cube Using SAT Solvers,Jingchao Chen,http://arxiv.org/pdf/1105.1436v1,SPA 2011: SAT for Practical Applications,none,cs.AI,Summary14474,1105.1929v1,2011-05-10T12:33:41Z,"The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective","Fabian Suchanek, Aparna Varde, Richi Nayak, Pierre Senellart",http://arxiv.org/pdf/1105.1929v1,No journal ref found,none,cs.AI,Summary14475,1105.2902v1,2011-05-14T15:11:00Z,A Multi-Purpose Scenario-based Simulator for Smart House Environments,"Zahra Forootan Jahromi, Amir Rajabzadeh, Ali Reza Manashty",http://arxiv.org/pdf/1105.2902v1,"(IJCSIS) International Journal of Computer Science and Information Security, Vol. 9, No. 1, January 2011",none,cs.AI,Summary14476,1105.3486v1,2011-05-17T20:28:31Z,Xapagy: a cognitive architecture for narrative reasoning,Ladislau Bölöni,http://arxiv.org/pdf/1105.3486v1,No journal ref found,none,cs.AI,Summary14477,1105.3635v1,2011-05-18T14:06:49Z,Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians,"M. C. Garrido, P. E. Lopez-de-Teruel, A. Ruiz",http://arxiv.org/pdf/1105.3635v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 167-217, 1998",none,cs.AI,Summary14478,1105.3821v1,2011-05-19T09:32:46Z,Ontological Crises in Artificial Agents Value Systems,Peter de Blanc,http://arxiv.org/pdf/1105.3821v1,No journal ref found,none,cs.AI,Summary14479,1105.3833v1,2011-05-19T10:00:39Z,Typical models: minimizing false beliefs,Eliezer L. Lozinskii,http://arxiv.org/pdf/1105.3833v1,"Journal of Experimental & Theoretical Artificial Intelligence, vol. 22, no.4, December 2010, 321-340",none,cs.AI,Summary14480,1105.5440v1,2011-05-27T01:44:34Z,The Ariadnes Clew Algorithm,"J. M. Ahuactzin, P. Bessiere, E. Mazer",http://arxiv.org/pdf/1105.5440v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 295-316, 1998",none,cs.AI,Summary14481,1105.5441v1,2011-05-27T01:44:57Z,Computational Aspects of Reordering Plans,C. Backstrom,http://arxiv.org/pdf/1105.5441v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 99-137, 1998",none,cs.AI,Summary14482,1105.5442v1,2011-05-27T01:45:23Z,The Divide-and-Conquer Subgoal-Ordering Algorithm for Speeding up Logic Inference,"O. Ledeniov, S. Markovitch",http://arxiv.org/pdf/1105.5442v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 37-97, 1998",none,cs.AI,Summary14483,1105.5443v1,2011-05-27T01:45:52Z,"The Gn,m Phase Transition is Not Hard for the Hamiltonian Cycle Problem","J. Culberson, B. Vandegriend",http://arxiv.org/pdf/1105.5443v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 219-245, 1998",none,cs.AI,Summary14484,1105.5444v1,2011-05-27T01:46:05Z,Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language,P. Resnik,http://arxiv.org/pdf/1105.5444v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 95-130, 1999",none,cs.AI,Summary14485,1105.5446v1,2011-05-27T01:46:39Z,A Temporal Description Logic for Reasoning about Actions and Plans,"A. Artale, E. Franconi",http://arxiv.org/pdf/1105.5446v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 463-506, 1998",none,cs.AI,Summary14486,1105.5447v1,2011-05-27T01:47:18Z,Adaptive Parallel Iterative Deepening Search,"D. J. Cook, R. C. Varnell",http://arxiv.org/pdf/1105.5447v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 139-165, 1998",none,cs.AI,Summary14487,1105.5448v1,2011-05-27T01:47:48Z,Order of Magnitude Comparisons of Distance,E. Davis,http://arxiv.org/pdf/1105.5448v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 1-38, 1999",none,cs.AI,Summary14488,1105.5449v1,2011-05-27T01:48:39Z,AntNet: Distributed Stigmergetic Control for Communications Networks,"G. Di Caro, M. Dorigo",http://arxiv.org/pdf/1105.5449v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 317-365, 1998",none,cs.AI,Summary14489,1105.5450v1,2011-05-27T01:49:04Z,A Counter Example to Theorems of Cox and Fine,J. Y. Halpern,http://arxiv.org/pdf/1105.5450v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 67-85, 1999",none,cs.AI,Summary14490,1105.5451v1,2011-05-27T01:49:44Z,The Automatic Inference of State Invariants in TIM,"M. Fox, D. Long",http://arxiv.org/pdf/1105.5451v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 367-421, 1998",none,cs.AI,Summary14491,1105.5452v1,2011-05-27T01:49:59Z,Unifying Class-Based Representation Formalisms,"D. Calvanese, M. Lenzerini, D. Nardi",http://arxiv.org/pdf/1105.5452v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 199-240, 1999",none,cs.AI,Summary14492,1105.5453v1,2011-05-27T01:50:12Z,Complexity of Prioritized Default Logics,J. Rintanen,http://arxiv.org/pdf/1105.5453v1,"Journal Of Artificial Intelligence Research, Volume 9, pages 423-461, 1998",none,cs.AI,Summary14493,1105.5454v1,2011-05-27T01:51:22Z,Squeaky Wheel Optimization,"D. P. Clements, D. E. Joslin",http://arxiv.org/pdf/1105.5454v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 353-373, 1999",none,cs.AI,Summary14494,1105.5455v1,2011-05-27T01:51:46Z,Variational Cumulant Expansions for Intractable Distributions,"D. Barber, P. de van Laar",http://arxiv.org/pdf/1105.5455v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 435-455, 1999",none,cs.AI,Summary14495,1105.5457v1,2011-05-27T01:52:09Z,Efficient Implementation of the Plan Graph in STAN,"M. Fox, D. Long",http://arxiv.org/pdf/1105.5457v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 87-115, 1999",none,cs.AI,Summary14496,1105.5458v1,2011-05-27T01:52:28Z,Cooperation between Top-Down and Bottom-Up Theorem Provers,"M. Fuchs, D. Fuchs",http://arxiv.org/pdf/1105.5458v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 169-198, 1999",none,cs.AI,Summary14497,1105.5459v1,2011-05-27T01:52:46Z,Solving Highly Constrained Search Problems with Quantum Computers,T. Hogg,http://arxiv.org/pdf/1105.5459v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 39-66, 1999",none,cs.AI,Summary14498,1105.5460v1,2011-05-27T01:53:02Z,Decision-Theoretic Planning: Structural Assumptions and Computational Leverage,"C. Boutilier, T. Dean, S. Hanks",http://arxiv.org/pdf/1105.5460v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 1-94, 1999",none,cs.AI,Summary14499,1105.5461v1,2011-05-27T01:53:20Z,Probabilistic Deduction with Conditional Constraints over Basic Events,T. Lukasiewicz,http://arxiv.org/pdf/1105.5461v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 199-241, 1999",none,cs.AI,Summary14500,1105.5462v1,2011-05-27T01:53:36Z,Variational Probabilistic Inference and the QMR-DT Network,"T. S. Jaakkola, M. I. Jordan",http://arxiv.org/pdf/1105.5462v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 291-322, 1999",none,cs.AI,Summary14501,1105.5463v1,2011-05-27T01:53:50Z,Extensible Knowledge Representation: the Case of Description Reasoners,A. Borgida,http://arxiv.org/pdf/1105.5463v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 399-434, 1999",none,cs.AI,Summary14502,1105.5465v1,2011-05-27T01:54:30Z,Constructing Conditional Plans by a Theorem-Prover,J. Rintanen,http://arxiv.org/pdf/1105.5465v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 323-352, 1999",none,cs.AI,Summary14503,1105.5466v1,2011-05-27T01:54:47Z,Issues in Stacked Generalization,"K. M. Ting, I. H. Witten",http://arxiv.org/pdf/1105.5466v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 271-289, 1999",none,cs.AI,Summary14504,1105.5516v3,2011-05-27T10:18:08Z,Ontology Alignment at the Instance and Schema Level,"Fabian Suchanek, Serge Abiteboul, Pierre Senellart",http://arxiv.org/pdf/1105.5516v3,N° RT-0408 (2011),none,cs.AI,Summary14505,1105.5667v1,2011-05-27T23:11:40Z,Complexity of and Algorithms for Borda Manipulation,"Jessica Davies, George Katsirelos, Nina Narodytska, Toby Walsh",http://arxiv.org/pdf/1105.5667v1,No journal ref found,none,cs.AI,Summary14506,1105.6124v1,2011-05-30T22:09:11Z,Reasoning on Interval and Point-based Disjunctive Metric Constraints in Temporal Contexts,F. Barber,http://arxiv.org/pdf/1105.6124v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 35-86, 2000",none,cs.AI,Summary14507,1105.6148v2,2011-05-31T02:19:21Z,Overcoming Misleads In Logic Programs by Redefining Negation,"M. A. El-Dosuky, T. T. Hamza, M. Z. Rashad, A. H. Naguib",http://arxiv.org/pdf/1105.6148v2,No journal ref found,none,cs.AI,Summary14508,1106.0171v1,2011-05-31T06:40:52Z,Proposal of Pattern Recognition as a necessary and sufficient Principle to Cognitive Science,Gilberto de Paiva,http://arxiv.org/pdf/1106.0171v1,No journal ref found,none,cs.AI,Summary14509,1106.0218v1,2011-06-01T16:14:46Z,The Good Old Davis-Putnam Procedure Helps Counting Models,"E. Birnbaum, E. L. Lozinskii",http://arxiv.org/pdf/1106.0218v1,"Journal Of Artificial Intelligence Research, Volume 10, pages 457-477, 1999",none,cs.AI,Summary14510,1106.0219v1,2011-06-01T16:15:28Z,Identifying Mislabeled Training Data,"C. E. Brodley, M. A. Friedl",http://arxiv.org/pdf/1106.0219v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 131-167, 1999",none,cs.AI,Summary14511,1106.0220v1,2011-06-01T16:15:56Z,Committee-Based Sample Selection for Probabilistic Classifiers,"S. Argamon-Engelson, I. Dagan",http://arxiv.org/pdf/1106.0220v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 335-360, 1999",none,cs.AI,Summary14512,1106.0224v1,2011-06-01T16:17:18Z,Reasoning about Minimal Belief and Negation as Failure,R. Rosati,http://arxiv.org/pdf/1106.0224v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 277-300, 1999",none,cs.AI,Summary14513,1106.0225v1,2011-06-01T16:17:38Z,Randomized Algorithms for the Loop Cutset Problem,"R. Bar-Yehuda, A. Becker, D. Geiger",http://arxiv.org/pdf/1106.0225v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 219-234, 2000",none,cs.AI,Summary14514,1106.0229v1,2011-06-01T16:22:36Z,OBDD-based Universal Planning for Synchronized Agents in Non-Deterministic Domains,"R. M. Jensen, M. M. Veloso",http://arxiv.org/pdf/1106.0229v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 189-226, 2000",none,cs.AI,Summary14515,1106.0230v1,2011-06-01T16:22:50Z,"Planning Graph as a (Dynamic) CSP: Exploiting EBL, DDB and other CSP Search Techniques in Graphplan",S. Kambhampati,http://arxiv.org/pdf/1106.0230v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 1-34, 2000",none,cs.AI,Summary14516,1106.0233v1,2011-06-01T16:24:29Z,Space Efficiency of Propositional Knowledge Representation Formalisms,"M. Cadoli, F. M. Donini, P. Liberatore, M. Schaerf",http://arxiv.org/pdf/1106.0233v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 1-31, 2000",none,cs.AI,Summary14517,1106.0234v1,2011-06-01T16:24:43Z,Value-Function Approximations for Partially Observable Markov Decision Processes,M. Hauskrecht,http://arxiv.org/pdf/1106.0234v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 33-94, 2000",none,cs.AI,Summary14518,1106.0237v1,2011-06-01T16:36:47Z,On Deducing Conditional Independence from d-Separation in Causal Graphs with Feedback (Research Note),R. M. Neal,http://arxiv.org/pdf/1106.0237v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 87-91, 2000",none,cs.AI,Summary14519,1106.0238v1,2011-06-01T16:36:59Z,Whats in an Attribute? Consequences for the Least Common Subsumer,"A. Borgida, R. Kusters",http://arxiv.org/pdf/1106.0238v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 167-203, 2001",none,cs.AI,Summary14520,1106.0239v1,2011-06-01T16:37:11Z,The Complexity of Reasoning with Cardinality Restrictions and Nominals in Expressive Description Logics,S. Tobies,http://arxiv.org/pdf/1106.0239v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 199-217, 2000",none,cs.AI,Summary14521,1106.0240v1,2011-06-01T16:37:25Z,Backbone Fragility and the Local Search Cost Peak,"I. P. Gent, J. Singer, A. Smaill",http://arxiv.org/pdf/1106.0240v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 235-270, 2000",none,cs.AI,Summary14522,1106.0241v1,2011-06-01T16:37:37Z,An Application of Reinforcement Learning to Dialogue Strategy Selection in a Spoken Dialogue System for Email,M. A. Walker,http://arxiv.org/pdf/1106.0241v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 387-416, 2000",none,cs.AI,Summary14523,1106.0242v1,2011-06-01T16:37:53Z,Nonapproximability Results for Partially Observable Markov Decision Processes,"J. Goldsmith, C. Lusena, M. Mundhenk",http://arxiv.org/pdf/1106.0242v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 83-103, 2001",none,cs.AI,Summary14524,1106.0243v1,2011-06-01T16:38:06Z,On Reasonable and Forced Goal Orderings and their Use in an Agenda-Driven Planning Algorithm,"J. Hoffmann, J. Koehler",http://arxiv.org/pdf/1106.0243v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 338-386, 2000",none,cs.AI,Summary14525,1106.0244v1,2011-06-01T16:38:25Z,Asimovian Adaptive Agents,D. F. Gordon,http://arxiv.org/pdf/1106.0244v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 95-153, 2000",none,cs.AI,Summary14526,1106.0245v1,2011-06-01T16:38:38Z,A Model of Inductive Bias Learning,J. Baxter,http://arxiv.org/pdf/1106.0245v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 149-198, 2000",none,cs.AI,Summary14527,1106.0246v1,2011-06-01T16:38:54Z,Mean Field Methods for a Special Class of Belief Networks,"C. Bhattacharyya, S. S. Keerthi",http://arxiv.org/pdf/1106.0246v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 91-114, 2001",none,cs.AI,Summary14528,1106.0247v1,2011-06-01T16:39:07Z,On the Compilability and Expressive Power of Propositional Planning Formalisms,B. Nebel,http://arxiv.org/pdf/1106.0247v1,"Journal Of Artificial Intelligence Research, Volume 12, pages 271-315, 2000",none,cs.AI,Summary14529,1106.0249v1,2011-06-01T16:39:53Z,Partial-Order Planning with Concurrent Interacting Actions,"C. Boutilier, R. I. Brafman",http://arxiv.org/pdf/1106.0249v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 105-136, 2001",none,cs.AI,Summary14530,1106.0250v1,2011-06-01T16:40:10Z,Planning by Rewriting,"J. L. Ambite, C. A. Knoblock",http://arxiv.org/pdf/1106.0250v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 207-261, 2001",none,cs.AI,Summary14531,1106.0251v1,2011-06-01T16:40:25Z,Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes,"N. L. Zhang, W. Zhang",http://arxiv.org/pdf/1106.0251v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 29-51, 2001",none,cs.AI,Summary14532,1106.0252v1,2011-06-01T16:40:44Z,Conformant Planning via Symbolic Model Checking,"A. Cimatti, M. Roveri",http://arxiv.org/pdf/1106.0252v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 305-338, 2000",none,cs.AI,Summary14533,1106.0253v1,2011-06-01T16:40:57Z,AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks,"J. Cheng, M. J. Druzdzel",http://arxiv.org/pdf/1106.0253v1,"Journal Of Artificial Intelligence Research, Volume 13, pages 155-188, 2000",none,cs.AI,Summary14534,1106.0254v1,2011-06-01T16:41:13Z,Conflict-Directed Backjumping Revisited,"X. Chen, P. van Beek",http://arxiv.org/pdf/1106.0254v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 53-81, 2001",none,cs.AI,Summary14535,1106.0256v1,2011-06-01T16:41:31Z,Grounding the Lexical Semantics of Verbs in Visual Perception using Force Dynamics and Event Logic,J. M. Siskind,http://arxiv.org/pdf/1106.0256v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 31-90, 2001",none,cs.AI,Summary14536,1106.0257v1,2011-06-01T16:41:44Z,Popular Ensemble Methods: An Empirical Study,"R. Maclin, D. Opitz",http://arxiv.org/pdf/1106.0257v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 169-198, 1999",none,cs.AI,Summary14537,1106.0284v1,2011-06-01T19:15:16Z,An Evolutionary Algorithm with Advanced Goal and Priority Specification for Multi-objective Optimization,"E. F. Khor, T. H. Lee, R. Sathikannan, K. C. Tan",http://arxiv.org/pdf/1106.0284v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 183-215, 2003",none,cs.AI,Summary14538,1106.0285v1,2011-06-01T19:17:11Z,The GRT Planning System: Backward Heuristic Construction in Forward State-Space Planning,"I. Refanidis, I. Vlahavas",http://arxiv.org/pdf/1106.0285v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 115-161, 2001",none,cs.AI,Summary14539,1106.0664v1,2011-06-03T14:51:33Z,The Complexity of Reasoning about Spatial Congruence,M. Cristani,http://arxiv.org/pdf/1106.0664v1,"Journal Of Artificial Intelligence Research, Volume 11, pages 361-390, 1999",none,cs.AI,Summary14540,1106.0665v1,2011-06-03T14:52:01Z,Infinite-Horizon Policy-Gradient Estimation,"P. L. Bartlett, J. Baxter",http://arxiv.org/pdf/1106.0665v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 319-350, 2001",none,cs.AI,Summary14541,1106.0666v1,2011-06-03T14:52:26Z,"Experiments with Infinite-Horizon, Policy-Gradient Estimation","P. L. Bartlett, J. Baxter, L. Weaver",http://arxiv.org/pdf/1106.0666v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 351-381, 2001",none,cs.AI,Summary14542,1106.0667v1,2011-06-03T14:52:49Z,Reasoning within Fuzzy Description Logics,U. Straccia,http://arxiv.org/pdf/1106.0667v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 137-166, 2001",none,cs.AI,Summary14543,1106.0668v1,2011-06-03T14:53:10Z,An Analysis of Reduced Error Pruning,"T. Elomaa, M. Kaariainen",http://arxiv.org/pdf/1106.0668v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 163-187, 2001",none,cs.AI,Summary14544,1106.0669v1,2011-06-03T14:53:55Z,GIB: Imperfect Information in a Computationally Challenging Game,M. L. Ginsberg,http://arxiv.org/pdf/1106.0669v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 303-358, 2001",none,cs.AI,Summary14545,1106.0671v1,2011-06-03T14:54:17Z,Domain Filtering Consistencies,"C. Bessiere, R. Debruyne",http://arxiv.org/pdf/1106.0671v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 205-230, 2001",none,cs.AI,Summary14546,1106.0672v1,2011-06-03T14:54:32Z,Policy Recognition in the Abstract Hidden Markov Model,"H. H. Bui, S. Venkatesh, G. West",http://arxiv.org/pdf/1106.0672v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 451-499, 2002",none,cs.AI,Summary14547,1106.0675v1,2011-06-03T14:55:02Z,The FF Planning System: Fast Plan Generation Through Heuristic Search,"J. Hoffmann, B. Nebel",http://arxiv.org/pdf/1106.0675v1,"Journal Of Artificial Intelligence Research, Volume 14, pages 253-302, 2001",none,cs.AI,Summary14548,1106.0678v1,2011-06-03T14:55:42Z,ATTac-2000: An Adaptive Autonomous Bidding Agent,"M. Kearns, M. L. Littman, S. Singh, P. Stone",http://arxiv.org/pdf/1106.0678v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 189-206, 2001",none,cs.AI,Summary14549,1106.0679v1,2011-06-03T14:56:05Z,Efficient Methods for Qualitative Spatial Reasoning,"B. Nebel, J. Renz",http://arxiv.org/pdf/1106.0679v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 289-318, 2001",none,cs.AI,Summary14550,1106.1510v1,2011-06-08T07:01:59Z,Towards OWL-based Knowledge Representation in Petrology,"Alex Shkotin, Vladimir Ryakhovsky, Dmitry Kudryavtsev",http://arxiv.org/pdf/1106.1510v1,No journal ref found,none,cs.AI,Summary14551,1106.1796v1,2011-06-09T13:11:20Z,Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks,C. Drummond,http://arxiv.org/pdf/1106.1796v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 59-104, 2002",none,cs.AI,Summary14552,1106.1797v1,2011-06-09T13:13:03Z,Parameter Learning of Logic Programs for Symbolic-Statistical Modeling,"T. Sato, Y. Kameya",http://arxiv.org/pdf/1106.1797v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 391-454, 2001",none,cs.AI,Summary14553,1106.1799v1,2011-06-09T13:13:51Z,Finding a Path is Harder than Finding a Tree,C. Meek,http://arxiv.org/pdf/1106.1799v1,"Journal Of Artificial Intelligence Research, Volume 15, pages 383-389, 2001",none,cs.AI,Summary14554,1106.1800v1,2011-06-09T13:17:53Z,Extensions of Simple Conceptual Graphs: the Complexity of Rules and Constraints,"J. F. Baget, M. L. Mugnier",http://arxiv.org/pdf/1106.1800v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 425-465, 2002",none,cs.AI,Summary14555,1106.1802v1,2011-06-09T13:18:57Z,Fusions of Description Logics and Abstract Description Systems,"F. Baader, C. Lutz, H. Sturm, F. Wolter",http://arxiv.org/pdf/1106.1802v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 1-58, 2002",none,cs.AI,Summary14556,1106.1803v1,2011-06-09T13:19:53Z,Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs,"H. Blockeel, L. Dehaspe, B. Demoen, G. Janssens, J. Ramon, H. Vandecasteele",http://arxiv.org/pdf/1106.1803v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 135-166, 2002",none,cs.AI,Summary14557,1106.1804v1,2011-06-09T13:20:39Z,A Critical Assessment of Benchmark Comparison in Planning,"E. Dahlman, A. E. Howe",http://arxiv.org/pdf/1106.1804v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 1-33, 2002",none,cs.AI,Summary14558,1106.1813v1,2011-06-09T13:53:42Z,SMOTE: Synthetic Minority Over-sampling Technique,"N. V. Chawla, K. W. Bowyer, L. O. Hall, W. P. Kegelmeyer",http://arxiv.org/pdf/1106.1813v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 321-357, 2002",none,cs.AI,Summary14559,1106.1814v1,2011-06-09T13:54:07Z,When do Numbers Really Matter?,"H. Chan, A. Darwiche",http://arxiv.org/pdf/1106.1814v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 265-287, 2002",none,cs.AI,Summary14560,1106.1816v1,2011-06-09T13:54:54Z,Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach,"G. A. Kaminka, D. V. Pynadath, M. Tambe",http://arxiv.org/pdf/1106.1816v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 83-135, 2002",none,cs.AI,Summary14561,1106.1817v1,2011-06-09T13:55:26Z,Automatically Training a Problematic Dialogue Predictor for a Spoken Dialogue System,"A. Gorin, I. Langkilde-Geary, M. A. Walker, J. Wright, H. Wright Hastie",http://arxiv.org/pdf/1106.1817v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 293-319, 2002",none,cs.AI,Summary14562,1106.1818v1,2011-06-09T13:56:01Z,"Inducing Interpretable Voting Classifiers without Trading Accuracy for Simplicity: Theoretical Results, Approximation Algorithms",R. Nock,http://arxiv.org/pdf/1106.1818v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 137-170, 2002",none,cs.AI,Summary14563,1106.1819v1,2011-06-09T13:56:25Z,A Knowledge Compilation Map,"A. Darwiche, P. Marquis",http://arxiv.org/pdf/1106.1819v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 229-264, 2002",none,cs.AI,Summary14564,1106.1820v1,2011-06-09T13:57:02Z,Inferring Strategies for Sentence Ordering in Multidocument News Summarization,"R. Barzilay, N. Elhadad",http://arxiv.org/pdf/1106.1820v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 35-55, 2002",none,cs.AI,Summary14565,1106.1821v1,2011-06-09T13:57:43Z,"Collective Intelligence, Data Routing and Braess Paradox","K. Tumer, D. H. Wolpert",http://arxiv.org/pdf/1106.1821v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 359-387, 2002",none,cs.AI,Summary14566,1106.1822v1,2011-06-09T13:58:37Z,Efficient Solution Algorithms for Factored MDPs,"C. Guestrin, D. Koller, R. Parr, S. Venkataraman",http://arxiv.org/pdf/1106.1822v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 399-468, 2003",none,cs.AI,Summary14567,1106.1853v3,2011-06-09T16:45:49Z,Intelligent decision: towards interpreting the Pe Algorithm,"Ching-an Hsiao, Xinchun Tian",http://arxiv.org/pdf/1106.1853v3,No journal ref found,none,cs.AI,Summary14568,1106.1998v2,2011-06-10T09:56:00Z,A Linear Time Natural Evolution Strategy for Non-Separable Functions,"Yi Sun, Faustino Gomez, Tom Schaul, Juergen Schmidhuber",http://arxiv.org/pdf/1106.1998v2,No journal ref found,none,cs.AI,Summary14569,1106.2647v2,2011-06-14T09:34:05Z,From Causal Models To Counterfactual Structures,Joseph Y. Halpern,http://arxiv.org/pdf/1106.2647v2,"Review of Symbolic Logic 6:2, 2013, pp. 305--322",none,cs.AI,Summary14570,1106.2652v1,2011-06-14T09:40:55Z,Actual causation and the art of modeling,"Joseph Y. Halpern, Christopher Hitchcock",http://arxiv.org/pdf/1106.2652v1,No journal ref found,none,cs.AI,Summary14571,1106.2692v1,2011-06-14T12:40:07Z,Generating Schemata of Resolution Proofs,"Vincent Aravantinos, Nicolas Peltier",http://arxiv.org/pdf/1106.2692v1,No journal ref found,none,cs.AI,Summary14572,1106.3361v1,2011-06-16T22:05:21Z,Random forest models of the retention constants in the thin layer chromatography,"Miron B. Kursa, Łukasz Komsta, Witold R. Rudnicki",http://arxiv.org/pdf/1106.3361v1,No journal ref found,none,cs.AI,Summary14573,1106.3876v1,2011-06-20T12:05:20Z,Uncertainty in Ontologies: Dempster-Shafer Theory for Data Fusion Applications,"Amandine Bellenger, Sylvain Gatepaille",http://arxiv.org/pdf/1106.3876v1,No journal ref found,none,cs.AI,Summary14574,1106.3932v1,2011-06-20T15:05:53Z,Coincidences and the encounter problem: A formal account,Jean-Louis J. -L. Dessalles,http://arxiv.org/pdf/1106.3932v1,No journal ref found,none,cs.AI,Summary14575,1106.4218v1,2011-06-21T14:52:09Z,Rooting opinions in the minds: a cognitive model and a formal account of opinions and their dynamics,"Francesca Giardini, Walter Quattrociocchi, Rosaria Conte",http://arxiv.org/pdf/1106.4218v1,SNAMAS 2011 : THIRD SOCIAL NETWORKS AND MULTIAGENT SYSTEMS SYMPOSIUM SNAMAS@AISB 2011,none,cs.AI,Summary14576,1106.4221v1,2011-06-21T15:00:33Z,Understanding opinions. A cognitive and formal account,"Francesca Giardini, Walter Quattrociocchi, Rosaria Conte",http://arxiv.org/pdf/1106.4221v1,"Cultural and opinion dynamics: Modeling, Experiments and Challenges for the future @ ECCS 2011",none,cs.AI,Summary14577,1106.4557v1,2011-06-22T20:11:46Z,Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction,"F. Provost, G. M. Weiss",http://arxiv.org/pdf/1106.4557v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 315-354, 2003",none,cs.AI,Summary14578,1106.4561v1,2011-06-22T20:20:10Z,PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains,"M. Fox, D. Long",http://arxiv.org/pdf/1106.4561v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 61-124, 2003",none,cs.AI,Summary14579,1106.4569v1,2011-06-22T20:55:38Z,The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models,"D. V. Pynadath, M. Tambe",http://arxiv.org/pdf/1106.4569v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 389-423, 2002",none,cs.AI,Summary14580,1106.4573v1,2011-06-22T20:58:48Z,Towards Adjustable Autonomy for the Real World,"D. V. Pynadath, P. Scerri, M. Tambe",http://arxiv.org/pdf/1106.4573v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 171-228, 2002",none,cs.AI,Summary14581,1106.4575v1,2011-06-22T20:59:27Z,An Analysis of Phase Transition in NK Landscapes,"J. Culberson, Y. Gao",http://arxiv.org/pdf/1106.4575v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 309-332, 2002",none,cs.AI,Summary14582,1106.4576v1,2011-06-22T20:59:50Z,Expert-Guided Subgroup Discovery: Methodology and Application,"D. Gamberger, N. Lavrac",http://arxiv.org/pdf/1106.4576v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 501-527, 2002",none,cs.AI,Summary14583,1106.4578v1,2011-06-22T21:01:16Z,Propositional Independence - Formula-Variable Independence and Forgetting,"J. Lang, P. Liberatore, P. Marquis",http://arxiv.org/pdf/1106.4578v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 391-443, 2003",none,cs.AI,Summary14584,1106.4863v1,2011-06-24T00:56:05Z,Monte Carlo Methods for Tempo Tracking and Rhythm Quantization,"A. T. Cemgil, B. Kappen",http://arxiv.org/pdf/1106.4863v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 45-81, 2003",none,cs.AI,Summary14585,1106.4864v1,2011-06-24T00:56:26Z,Exploiting Contextual Independence In Probabilistic Inference,"D. Poole, N. L. Zhang",http://arxiv.org/pdf/1106.4864v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 263-313, 2003",none,cs.AI,Summary14586,1106.4865v1,2011-06-24T00:56:48Z,Bound Propagation,"B. Kappen, M. Leisink",http://arxiv.org/pdf/1106.4865v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 139-154, 2003",none,cs.AI,Summary14587,1106.4866v1,2011-06-24T00:57:19Z,On Polynomial Sized MDP Succinct Policies,P. Liberatore,http://arxiv.org/pdf/1106.4866v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 551-577, 2004",none,cs.AI,Summary14588,1106.4867v1,2011-06-24T00:57:41Z,Compiling Causal Theories to Successor State Axioms and STRIPS-Like Systems,F. Lin,http://arxiv.org/pdf/1106.4867v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 279-314, 2003",none,cs.AI,Summary14589,1106.4868v1,2011-06-24T00:58:05Z,VHPOP: Versatile Heuristic Partial Order Planner,"R. G. Simmons, H. L. S. Younes",http://arxiv.org/pdf/1106.4868v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 405-430, 2003",none,cs.AI,Summary14590,1106.4869v1,2011-06-24T00:58:42Z,SHOP2: An HTN Planning System,"T. C. Au, O. Ilghami, U. Kuter, J. W. Murdock, D. S. Nau, D. Wu, F. Yaman",http://arxiv.org/pdf/1106.4869v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 379-404, 2003",none,cs.AI,Summary14591,1106.4871v1,2011-06-24T00:59:16Z,An Architectural Approach to Ensuring Consistency in Hierarchical Execution,"J. E. Laird, R. E. Wray",http://arxiv.org/pdf/1106.4871v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 355-398, 2003",none,cs.AI,Summary14592,1106.4872v1,2011-06-24T00:59:47Z,Wrapper Maintenance: A Machine Learning Approach,"C. A. Knoblock, K. Lerman, S. N. Minton",http://arxiv.org/pdf/1106.4872v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 149-181, 2003",none,cs.AI,Summary14593,1106.5111v1,2011-06-25T08:40:48Z,Exploiting Reputation in Distributed Virtual Environments,"Walter Quattrociocchi, Rosaria Conte",http://arxiv.org/pdf/1106.5111v1,Essa 2011 - The 7th European Social Simulation Association Conference,none,cs.AI,Summary14594,1106.5112v1,2011-06-25T08:47:23Z,The All Relevant Feature Selection using Random Forest,"Miron B. Kursa, Witold R. Rudnicki",http://arxiv.org/pdf/1106.5112v1,No journal ref found,none,cs.AI,Summary14595,1106.5256v1,2011-06-26T21:01:50Z,Structure and Complexity in Planning with Unary Operators,"R. I. Brafman, C. Domshlak",http://arxiv.org/pdf/1106.5256v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 315-349, 2003",none,cs.AI,Summary14596,1106.5257v1,2011-06-26T21:02:44Z,Answer Set Planning Under Action Costs,"T. Eiter, W. Faber, N. Leone, G. Pfeifer, A. Polleres",http://arxiv.org/pdf/1106.5257v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 25-71, 2003",none,cs.AI,Summary14597,1106.5258v1,2011-06-26T21:03:18Z,Learning to Coordinate Efficiently: A Model-based Approach,"R. I. Brafman, M. Tennenholtz",http://arxiv.org/pdf/1106.5258v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 11-23, 2003",none,cs.AI,Summary14598,1106.5260v1,2011-06-26T21:03:40Z,SAPA: A Multi-objective Metric Temporal Planner,"M. Do, S. Kambhampati",http://arxiv.org/pdf/1106.5260v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 155-194, 2003",none,cs.AI,Summary14599,1106.5261v1,2011-06-26T21:04:07Z,A New General Method to Generate Random Modal Formulae for Testing Decision Procedures,"P. F. Patel-Schneider, R. Sebastiani",http://arxiv.org/pdf/1106.5261v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 351-389, 2003",none,cs.AI,Summary14600,1106.5262v1,2011-06-26T21:04:32Z,AltAltp: Online Parallelization of Plans with Heuristic State Search,"S. Kambhampati, R. Sanchez",http://arxiv.org/pdf/1106.5262v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 631-657, 2003",none,cs.AI,Summary14601,1106.5263v1,2011-06-26T21:04:51Z,New Polynomial Classes for Logic-Based Abduction,B. Zanuttini,http://arxiv.org/pdf/1106.5263v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 1-10, 2003",none,cs.AI,Summary14602,1106.5265v1,2011-06-26T21:05:34Z,Planning Through Stochastic Local Search and Temporal Action Graphs in LPG,"A. Gerevini, A. Saetti, I. Serina",http://arxiv.org/pdf/1106.5265v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 239-290, 2003",none,cs.AI,Summary14603,1106.5266v1,2011-06-26T21:06:29Z,TALplanner in IPC-2002: Extensions and Control Rules,"J. Kvarnström, M. Magnusson",http://arxiv.org/pdf/1106.5266v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 343-377, 2003",none,cs.AI,Summary14604,1106.5268v1,2011-06-26T21:07:43Z,Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board,"L. Console, C. Picardi, D. Theseider Duprè",http://arxiv.org/pdf/1106.5268v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 469-512, 2003",none,cs.AI,Summary14605,1106.5269v1,2011-06-26T21:08:20Z,Optimal Schedules for Parallelizing Anytime Algorithms: The Case of Shared Resources,"L. Finkelstein, S. Markovitch, E. Rivlin",http://arxiv.org/pdf/1106.5269v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 73-138, 2003",none,cs.AI,Summary14606,1106.5270v1,2011-06-26T21:08:54Z,"Decision-Theoretic Bidding Based on Learned Density Models in Simultaneous, Interacting Auctions","J. A. Csirik, M. L. Littman, D. McAllester, R. E. Schapire, P. Stone",http://arxiv.org/pdf/1106.5270v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 209-242, 2003",none,cs.AI,Summary14607,1106.5271v1,2011-06-26T21:09:14Z,"The Metric-FF Planning System: Translating ""Ignoring Delete Lists"" to Numeric State Variables",J. Hoffmann,http://arxiv.org/pdf/1106.5271v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 291-341, 2003",none,cs.AI,Summary14608,1106.5312v1,2011-06-27T06:42:04Z,Manipulation of Nansons and Baldwins Rules,"Nina Narodytska, Toby Walsh, Lirong Xia",http://arxiv.org/pdf/1106.5312v1,No journal ref found,none,cs.AI,Summary14609,1106.5427v1,2011-06-27T16:06:27Z,Theory and Algorithms for Partial Order Based Reduction in Planning,"You Xu, Yixin Chen, Qiang Lu, Ruoyun Huang",http://arxiv.org/pdf/1106.5427v1,No journal ref found,none,cs.AI,Summary14610,1106.5890v1,2011-06-29T09:57:43Z,A Comparison of Lex Bounds for Multiset Variables in Constraint Programming,"Yat-Chiu Law, Jimmy Ho-Man Lee, May Hiu-Chun Woo, Toby Walsh",http://arxiv.org/pdf/1106.5890v1,No journal ref found,none,cs.AI,Summary14611,1106.5998v1,2011-06-29T16:42:59Z,The 3rd International Planning Competition: Results and Analysis,"M. Fox, D. Long",http://arxiv.org/pdf/1106.5998v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 1-59, 2003",none,cs.AI,Summary14612,1106.6022v1,2011-06-29T18:38:48Z,Use of Markov Chains to Design an Agent Bidding Strategy for Continuous Double Auctions,"W. P. Birmingham, E. H. Durfee, S. Park",http://arxiv.org/pdf/1106.6022v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 175-214, 2004",none,cs.AI,Summary14613,1107.0018v1,2011-06-30T20:31:52Z,A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence,"A. Al-Ani, M. Deriche",http://arxiv.org/pdf/1107.0018v1,"Journal Of Artificial Intelligence Research, Volume 17, pages 333-361, 2002",none,cs.AI,Summary14614,1107.0019v1,2011-06-30T20:32:05Z,Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs,"S. Acid, L. M. de Campos",http://arxiv.org/pdf/1107.0019v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 445-490, 2003",none,cs.AI,Summary14615,1107.0020v1,2011-06-30T20:32:16Z,Learning to Order BDD Variables in Verification,"O. Grumberg, S. Livne, S. Markovitch",http://arxiv.org/pdf/1107.0020v1,"Journal Of Artificial Intelligence Research, Volume 18, pages 83-116, 2003",none,cs.AI,Summary14616,1107.0021v1,2011-06-30T20:32:28Z,Decentralized Supply Chain Formation: A Market Protocol and Competitive Equilibrium Analysis,"W. E. Walsh, M. P. Wellman",http://arxiv.org/pdf/1107.0021v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 513-567, 2003",none,cs.AI,Summary14617,1107.0023v1,2011-06-30T20:32:52Z,CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements,"C. Boutilier, R. I. Brafman, C. Domshlak, H. H. Hoos, D. Poole",http://arxiv.org/pdf/1107.0023v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 135-191, 2004",none,cs.AI,Summary14618,1107.0024v1,2011-06-30T20:33:03Z,Complexity Results and Approximation Strategies for MAP Explanations,"A. Darwiche, J. D. Park",http://arxiv.org/pdf/1107.0024v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 101-133, 2006",none,cs.AI,Summary14619,1107.0025v1,2011-06-30T20:33:38Z,Taming Numbers and Durations in the Model Checking Integrated Planning System,S. Edelkamp,http://arxiv.org/pdf/1107.0025v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 195-238, 2003",none,cs.AI,Summary14620,1107.0026v1,2011-06-30T20:33:50Z,IDL-Expressions: A Formalism for Representing and Parsing Finite Languages in Natural Language Processing,"M. J. Nederhof, G. Satta",http://arxiv.org/pdf/1107.0026v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 287-317, 2004",none,cs.AI,Summary14621,1107.0027v1,2011-06-30T20:34:11Z,Effective Dimensions of Hierarchical Latent Class Models,"T. Kocka, N. L. Zhang",http://arxiv.org/pdf/1107.0027v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 1-17, 2004",none,cs.AI,Summary14622,1107.0030v1,2011-06-30T20:34:53Z,Coherent Integration of Databases by Abductive Logic Programming,"O. Arieli, M. Bruynooghe, M. Denecker, B. Van Nuffelen",http://arxiv.org/pdf/1107.0030v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 245-286, 2004",none,cs.AI,Summary14623,1107.0031v1,2011-06-30T20:35:04Z,Grounded Semantic Composition for Visual Scenes,"P. Gorniak, D. Roy",http://arxiv.org/pdf/1107.0031v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 429-470, 2004",none,cs.AI,Summary14624,1107.0034v1,2011-06-30T20:35:25Z,Price Prediction in a Trading Agent Competition,"K. M. Lochner, D. M. Reeves, Y. Vorobeychik, M. P. Wellman",http://arxiv.org/pdf/1107.0034v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 19-36, 2004",none,cs.AI,Summary14625,1107.0035v1,2011-06-30T20:35:37Z,Compositional Model Repositories via Dynamic Constraint Satisfaction with Order-of-Magnitude Preferences,"J. Keppens, Q. Shen",http://arxiv.org/pdf/1107.0035v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 499-550, 2004",none,cs.AI,Summary14626,1107.0037v1,2011-06-30T20:36:55Z,Competitive Coevolution through Evolutionary Complexification,"R. Miikkulainen, K. O. Stanley",http://arxiv.org/pdf/1107.0037v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 63-100, 2004",none,cs.AI,Summary14627,1107.0038v1,2011-06-30T20:37:09Z,Dual Modelling of Permutation and Injection Problems,"B. Hnich, B. M. Smith, T. Walsh",http://arxiv.org/pdf/1107.0038v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 357-391, 2004",none,cs.AI,Summary14628,1107.0040v1,2011-06-30T20:38:04Z,Generalizing Boolean Satisfiability I: Background and Survey of Existing Work,"H. E. Dixon, M. L. Ginsberg, A. J. Parkes",http://arxiv.org/pdf/1107.0040v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 193-243, 2004",none,cs.AI,Summary14629,1107.0041v1,2011-06-30T20:38:33Z,PHA*: Finding the Shortest Path with A* in An Unknown Physical Environment,"A. Ben-Yair, A. Felner, S. Kraus, N. Netanyahu, R. Stern",http://arxiv.org/pdf/1107.0041v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 631-670, 2004",none,cs.AI,Summary14630,1107.0042v1,2011-06-30T20:38:52Z,Restricted Value Iteration: Theory and Algorithms,"N. L. Zhang, W. Zhang",http://arxiv.org/pdf/1107.0042v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 123-165, 2005",none,cs.AI,Summary14631,1107.0043v1,2011-06-30T20:39:17Z,A Maximal Tractable Class of Soft Constraints,"D. Cohen, M. Cooper, P. Jeavons, A. Krokhin",http://arxiv.org/pdf/1107.0043v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 1-22, 2004",none,cs.AI,Summary14632,1107.0044v1,2011-06-30T20:39:28Z,Towards Understanding and Harnessing the Potential of Clause Learning,"P. Beame, H. Kautz, A. Sabharwal",http://arxiv.org/pdf/1107.0044v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 319-351, 2004",none,cs.AI,Summary14633,1107.0045v1,2011-06-30T20:39:39Z,Graduality in Argumentation,"C. Cayrol, M. C. Lagasquie-Schiex",http://arxiv.org/pdf/1107.0045v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 245-297, 2005",none,cs.AI,Summary14634,1107.0046v1,2011-06-30T20:39:52Z,Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms,"P. Derbeko, R. El-Yaniv, R. Meir",http://arxiv.org/pdf/1107.0046v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 117-142, 2004",none,cs.AI,Summary14635,1107.0047v1,2011-06-30T20:40:04Z,Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis,"C. V. Goldman, S. Zilberstein",http://arxiv.org/pdf/1107.0047v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 143-174, 2004",none,cs.AI,Summary14636,1107.0048v1,2011-06-30T20:40:15Z,Reinforcement Learning for Agents with Many Sensors and Actuators Acting in Categorizable Environments,"E. Celaya, J. M. Porta",http://arxiv.org/pdf/1107.0048v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 79-122, 2005",none,cs.AI,Summary14637,1107.0050v1,2011-06-30T20:41:12Z,Additive Pattern Database Heuristics,"A. Felner, S. Hanan, R. E. Korf",http://arxiv.org/pdf/1107.0050v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 279-318, 2004",none,cs.AI,Summary14638,1107.0051v1,2011-06-30T20:43:01Z,On Prediction Using Variable Order Markov Models,"R. Begleiter, R. El-Yaniv, G. Yona",http://arxiv.org/pdf/1107.0051v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 385-421, 2004",none,cs.AI,Summary14639,1107.0052v1,2011-06-30T20:43:14Z,Ordered Landmarks in Planning,"J. Hoffmann, J. Porteous, L. Sebastia",http://arxiv.org/pdf/1107.0052v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 215-278, 2004",none,cs.AI,Summary14640,1107.0053v2,2011-06-30T20:44:33Z,Finding Approximate POMDP solutions Through Belief Compression,"N. Roy, G. Gordon, S. Thrun",http://arxiv.org/pdf/1107.0053v2,"Journal Of Artificial Intelligence Research, Volume 23, pages 1-40, 2005",none,cs.AI,Summary14641,1107.0054v1,2011-06-30T20:44:46Z,A Comprehensive Trainable Error Model for Sung Music Queries,"W. P. Birmingham, C. J. Meek",http://arxiv.org/pdf/1107.0054v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 57-91, 2004",none,cs.AI,Summary14642,1107.0055v1,2011-06-30T20:45:03Z,Phase Transitions and Backbones of the Asymmetric Traveling Salesman Problem,W. Zhang,http://arxiv.org/pdf/1107.0055v1,"Journal Of Artificial Intelligence Research, Volume 21, pages 471-497, 2004",none,cs.AI,Summary14643,1107.0134v2,2011-07-01T08:05:40Z,The Influence of Global Constraints on Similarity Measures for Time-Series Databases,"Vladimir Kurbalija, Miloš Radovanović, Zoltan Geler, Mirjana Ivanović",http://arxiv.org/pdf/1107.0134v2,No journal ref found,none,cs.AI,Summary14644,1107.0194v1,2011-07-01T11:08:32Z,Law of Connectivity in Machine Learning,Jitesh Dundas,http://arxiv.org/pdf/1107.0194v1,I. J. of SIMULATION Vol. 11 No 5 1-10 Dec 2010,none,cs.AI,Summary14645,1107.0268v2,2011-07-01T16:20:44Z,Simple Algorithm Portfolio for SAT,"Mladen Nikolic, Filip Maric, Predrag Janicic",http://arxiv.org/pdf/1107.0268v2,No journal ref found,none,cs.AI,Summary14646,1107.1020v1,2011-07-06T03:32:21Z,A Novel Multicriteria Group Decision Making Approach With Intuitionistic Fuzzy SIR Method,"Junyi Chai, James N. K. Liu",http://arxiv.org/pdf/1107.1020v1,No journal ref found,none,cs.AI,Summary14647,1107.1686v1,2011-07-08T18:00:49Z,Proceedings of the Doctoral Consortium and Poster Session of the 5th International Symposium on Rules (RuleML 2011@IJCAI),"Carlos Viegas Damásio, Alun Preece, Umberto Straccia",http://arxiv.org/pdf/1107.1686v1,No journal ref found,none,cs.AI,Summary14648,1107.1950v1,2011-07-11T07:13:43Z,Knowledge Embedding and Retrieval Strategies in an Informledge System,"Dr T. R. Gopalakrishnan Nair, Meenakshi Malhotra",http://arxiv.org/pdf/1107.1950v1,No journal ref found,none,cs.AI,Summary14649,1107.2086v1,2011-07-11T18:48:59Z,Extend Commitment Protocols with Temporal Regulations: Why and How,"Elisa Marengo, Matteo Baldoni, Cristina Baroglio",http://arxiv.org/pdf/1107.2086v1,No journal ref found,none,cs.AI,Summary14650,1107.2087v1,2011-07-11T18:50:19Z,Rule-Based Semantic Sensing,"Przemyslaw Woznowski, Alun Preece",http://arxiv.org/pdf/1107.2087v1,No journal ref found,none,cs.AI,Summary14651,1107.2088v1,2011-07-11T18:52:29Z,Advancing Multi-Context Systems by Inconsistency Management,Antonius Weinzierl,http://arxiv.org/pdf/1107.2088v1,No journal ref found,none,cs.AI,Summary14652,1107.2089v1,2011-07-11T18:53:32Z,Rule-based query answering method for a knowledge base of economic crimes,Jaroslaw Bak,http://arxiv.org/pdf/1107.2089v1,No journal ref found,none,cs.AI,Summary14653,1107.2090v1,2011-07-11T18:54:36Z,Semantic-ontological combination of Business Rules and Business Processes in IT Service Management,"Alexander Sellner, Christopher Schwarz, Erwin Zinser",http://arxiv.org/pdf/1107.2090v1,No journal ref found,none,cs.AI,Summary14654,1107.2997v1,2011-07-15T07:17:08Z,An Ontology-driven Framework for Supporting Complex Decision Process,"Junyi Chai, James N. K. Liu",http://arxiv.org/pdf/1107.2997v1,No journal ref found,none,cs.AI,Summary14655,1107.3302v1,2011-07-17T14:13:34Z,A Temporal Neuro-Fuzzy Monitoring System to Manufacturing Systems,"Rafik Mahdaoui, Leila Hayet Mouss, Mohamed Djamel Mouss, Ouahiba Chouhal",http://arxiv.org/pdf/1107.3302v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 3, No. 1, May 2011 ISSN (Online): 1694-0814 www.IJCSI.org",none,cs.AI,Summary14656,1107.3663v1,2011-07-19T09:44:09Z,Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings,"Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio",http://arxiv.org/pdf/1107.3663v1,No journal ref found,none,cs.AI,Summary14657,1107.3894v2,2011-07-20T05:35:40Z,Online Anomaly Detection Systems Using Incremental Commute Time,"Nguyen Lu Dang Khoa, Sanjay Chawla",http://arxiv.org/pdf/1107.3894v2,No journal ref found,none,cs.AI,Summary14658,1107.4035v2,2011-07-20T17:04:12Z,Towards Completely Lifted Search-based Probabilistic Inference,"David Poole, Fahiem Bacchus, Jacek Kisynski",http://arxiv.org/pdf/1107.4035v2,No journal ref found,none,cs.AI,Summary14659,1107.4161v1,2011-07-21T05:07:25Z,Local Optima Networks of the Quadratic Assignment Problem,"Fabio Daolio, Sébastien Verel, Gabriela Ochoa, Marco Tomassini",http://arxiv.org/pdf/1107.4161v1,"IEEE world conference on computational intelligence (WCCI - CEC), Barcelona : Spain (2010)",none,cs.AI,Summary14660,1107.4162v1,2011-07-21T05:08:03Z,Local Optima Networks of NK Landscapes with Neutrality,"Sébastien Verel, Gabriela Ochoa, Marco Tomassini",http://arxiv.org/pdf/1107.4162v1,No journal ref found,none,cs.AI,Summary14661,1107.4164v1,2011-07-21T05:08:50Z,NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results,"Leonardo Vanneschi, Sébastien Verel, Philippe Collard, Marco Tomassini",http://arxiv.org/pdf/1107.4164v1,"evoNum workshop of evostar conference, Tubingen : Germany (2009)",none,cs.AI,Summary14662,1107.4303v2,2011-07-20T10:02:07Z,Interactive ontology debugging: two query strategies for efficient fault localization,"Kostyantyn Shchekotykhin, Gerhard Friedrich, Philipp Fleiss, Patrick Rodler",http://arxiv.org/pdf/1107.4303v2,Journal of Web Semantics 12 (2012) 88-103,none,cs.AI,Summary14663,1107.4502v1,2011-07-22T12:48:32Z,MeLinDa: an interlinking framework for the web of data,"François Scharffe, Jérôme Euzenat",http://arxiv.org/pdf/1107.4502v1,No journal ref found,none,cs.AI,Summary14664,1107.4553v1,2011-07-22T15:52:26Z,Solving Linear Constraints in Elementary Abelian p-Groups of Symmetries,"Thierry Boy de la Tour, Mnacho Echenim",http://arxiv.org/pdf/1107.4553v1,No journal ref found,none,cs.AI,Summary14665,1107.4937v1,2011-07-25T13:14:54Z,Instantiation Schemes for Nested Theories,"Mnacho Echenim, Nicolas Peltier",http://arxiv.org/pdf/1107.4937v1,No journal ref found,none,cs.AI,Summary14666,1107.5462v1,2011-07-27T13:07:39Z,HyFlex: A Benchmark Framework for Cross-domain Heuristic Search,"Edmund Burke, Tim Curtois, Matthew Hyde, Gabriela Ochoa, Jose A. Vazquez-Rodriguez",http://arxiv.org/pdf/1107.5462v1,No journal ref found,none,cs.AI,Summary14667,1107.5474v2,2011-07-27T13:52:20Z,Selecting Attributes for Sport Forecasting using Formal Concept Analysis,"Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán-Páez",http://arxiv.org/pdf/1107.5474v2,No journal ref found,none,cs.AI,Summary14668,1107.5766v1,2011-07-28T16:53:15Z,"Information, Utility & Bounded Rationality","Pedro A. Ortega, Daniel A. Braun",http://arxiv.org/pdf/1107.5766v1,"The Fourth Conference on General Artificial Intelligence (AGI-11), 2011",none,cs.AI,Summary14669,1107.5930v1,2011-07-29T11:03:38Z,Technical Note: Towards ROC Curves in Cost Space,"José Hernández-Orallo, Peter Flach, Cèsar Ferri",http://arxiv.org/pdf/1107.5930v1,No journal ref found,none,cs.AI,Summary14670,1108.0155v1,2011-07-31T07:51:02Z,Reasoning in the OWL 2 Full Ontology Language using First-Order Automated Theorem Proving,"Michael Schneider, Geoff Sutcliffe",http://arxiv.org/pdf/1108.0155v1,No journal ref found,none,cs.AI,Summary14671,1108.1488v1,2011-08-06T15:21:05Z,Just Enough Ontology Engineering,P. Di Maio,http://arxiv.org/pdf/1108.1488v1,No journal ref found,none,cs.AI,Summary14672,1108.2865v1,2011-08-14T12:27:39Z,Conscious Machines and Consciousness Oriented Programming,Norbert Bátfai,http://arxiv.org/pdf/1108.2865v1,No journal ref found,none,cs.AI,Summary14673,1108.3019v1,2011-08-15T15:25:15Z,A First Approach on Modelling Staff Proactiveness in Retail Simulation Models,"Peer-Olaf Siebers, Uwe Aickelin",http://arxiv.org/pdf/1108.3019v1,"Journal of Artificial Societies and Social Simulation, 14 (2), pages 1-25, 2011",none,cs.AI,Summary14674,1108.3278v1,2011-08-16T16:48:31Z,"Reiters Default Logic Is a Logic of Autoepistemic Reasoning And a Good One, Too","Marc Denecker, Victor W. Marek, Miroslaw Truszczynski",http://arxiv.org/pdf/1108.3278v1,No journal ref found,none,cs.AI,Summary14675,1108.3279v1,2011-08-16T16:49:26Z,Revisiting Epistemic Specifications,Miroslaw Truszczynski,http://arxiv.org/pdf/1108.3279v1,No journal ref found,none,cs.AI,Summary14676,1108.3281v1,2011-08-16T16:53:41Z,Origins of Answer-Set Programming - Some Background And Two Personal Accounts,"Victor W. Marek, Ilkka Niemela, Miroslaw Truszczynski",http://arxiv.org/pdf/1108.3281v1,No journal ref found,none,cs.AI,Summary14677,1108.3711v2,2011-08-18T10:47:16Z,Doing Better Than UCT: Rational Monte Carlo Sampling in Trees,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/1108.3711v2,No journal ref found,none,cs.AI,Summary14678,1108.3757v1,2011-08-18T14:11:37Z,Self-Organizing Mixture Networks for Representation of Grayscale Digital Images,Patryk Filipiak,http://arxiv.org/pdf/1108.3757v1,No journal ref found,none,cs.AI,Summary14679,1108.4279v1,2011-08-22T11:30:49Z,Detection and emergence,"Eric Bonabeau, Jean-Louis Dessalles",http://arxiv.org/pdf/1108.4279v1,"Intellectica 25, 2 (1997) 85-94",none,cs.AI,Summary14680,1108.4804v1,2011-08-24T10:53:02Z,dynPARTIX - A Dynamic Programming Reasoner for Abstract Argumentation,"Wolfgang Dvořák, Michael Morak, Clemens Nopp, Stefan Woltran",http://arxiv.org/pdf/1108.4804v1,No journal ref found,none,cs.AI,Summary14681,1108.4942v1,2011-08-24T20:19:09Z,Making Use of Advances in Answer-Set Programming for Abstract Argumentation Systems,"Wolfgang Dvořák, Sarah Alice Gaggl, Johannes Wallner, Stefan Woltran",http://arxiv.org/pdf/1108.4942v1,No journal ref found,none,cs.AI,Summary14682,1108.5002v2,2011-08-25T03:41:26Z,Verbal Characterization of Probabilistic Clusters using Minimal Discriminative Propositions,"Yoshitaka Kameya, Satoru Nakamura, Tatsuya Iwasaki, Taisuke Sato",http://arxiv.org/pdf/1108.5002v2,No journal ref found,none,cs.AI,Summary14683,1108.5250v1,2011-08-26T07:10:04Z,Single-trial EEG Discrimination between Wrist and Finger Movement Imagery and Execution in a Sensorimotor BCI,"A. K. Mohamed, T. Marwala, L. R. John",http://arxiv.org/pdf/1108.5250v1,No journal ref found,none,cs.AI,Summary14684,1108.5586v1,2011-08-29T14:55:47Z,FdConfig: A Constraint-Based Interactive Product Configurator,"Denny Schneeweiss, Petra Hofstedt",http://arxiv.org/pdf/1108.5586v1,No journal ref found,none,cs.AI,Summary14685,1108.5626v1,2011-08-29T16:16:14Z,Nested HEX-Programs,"Thomas Eiter, Thomas Krennwallner, Christoph Redl",http://arxiv.org/pdf/1108.5626v1,No journal ref found,none,cs.AI,Summary14686,1108.5717v1,2011-08-29T19:19:17Z,Structure Selection from Streaming Relational Data,"Lilyana Mihalkova, Walaa Eldin Moustafa",http://arxiv.org/pdf/1108.5717v1,No journal ref found,none,cs.AI,Summary14687,1108.5794v1,2011-08-30T01:41:34Z,A Constraint Logic Programming Approach for Computing Ordinal Conditional Functions,"Christoph Beierle, Gabriele Kern-Isberner, Karl Södler",http://arxiv.org/pdf/1108.5794v1,No journal ref found,none,cs.AI,Summary14688,1108.5825v1,2011-08-30T04:19:40Z,Confidentiality-Preserving Data Publishing for Credulous Users by Extended Abduction,"Katsumi Inoue, Chiaki Sakama, Lena Wiese",http://arxiv.org/pdf/1108.5825v1,No journal ref found,none,cs.AI,Summary14689,1108.6007v1,2011-08-30T16:43:17Z,Domain-specific Languages in a Finite Domain Constraint Programming System,Markus Triska,http://arxiv.org/pdf/1108.6007v1,No journal ref found,none,cs.AI,Summary14690,1108.6208v1,2011-08-31T12:38:21Z,Coprocessor - a Standalone SAT Preprocessor,Norbert Manthey,http://arxiv.org/pdf/1108.6208v1,No journal ref found,none,cs.AI,Summary14691,1110.0020v1,2011-09-30T20:44:00Z,Causes of Ineradicable Spurious Predictions in Qualitative Simulation,"Ö. Yılmaz, A. C. C. Say",http://arxiv.org/pdf/1110.0020v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 551-575, 2006",none,cs.AI,Summary14692,1110.0023v1,2011-09-30T20:51:03Z,Properties and Applications of Programs with Monotone and Convex Constraints,"L. Liu, M. Truszczynski",http://arxiv.org/pdf/1110.0023v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 299-334, 2006",none,cs.AI,Summary14693,1110.0024v1,2011-09-30T20:51:28Z,How the Landscape of Random Job Shop Scheduling Instances Depends on the Ratio of Jobs to Machines,"S. F. Smith, M. J. Streeter",http://arxiv.org/pdf/1110.0024v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 247-287, 2006",none,cs.AI,Summary14694,1110.0026v1,2011-09-30T20:55:50Z,Preference-based Search using Example-Critiquing with Suggestions,"B. Faltings, P. Pu, P. Viappiani",http://arxiv.org/pdf/1110.0026v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 465-503, 2006",none,cs.AI,Summary14695,1110.0027v2,2011-09-30T20:56:49Z,Anytime Point-Based Approximations for Large POMDPs,"J. Pineau, G. Gordon, S. Thrun",http://arxiv.org/pdf/1110.0027v2,"Journal Of Artificial Intelligence Research, Volume 27, pages 335-380, 2006",none,cs.AI,Summary14696,1110.0028v1,2011-09-30T20:57:35Z,Solving Factored MDPs with Hybrid State and Action Variables,"C. Guestrin, M. Hauskrecht, B. Kveton",http://arxiv.org/pdf/1110.0028v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 153-201, 2006",none,cs.AI,Summary14697,1110.0029v2,2011-09-30T20:58:00Z,Combination Strategies for Semantic Role Labeling,"M. Surdeanu, L. Marquez, X. Carreras, P. R. Comas",http://arxiv.org/pdf/1110.0029v2,"Journal Of Artificial Intelligence Research, Volume 29, pages 105-151, 2007",none,cs.AI,Summary14698,1110.0248v1,2011-10-03T00:32:22Z,A Behavioral Distance for Fuzzy-Transition Systems,"Yongzhi Cao, Huaiqing Wang, Sherry X. Sun, Guoqing Chen",http://arxiv.org/pdf/1110.0248v1,No journal ref found,none,cs.AI,Summary14699,1110.1016v1,2011-09-29T19:02:41Z,Engineering Benchmarks for Planning: the Domains Used in the Deterministic Part of IPC-4,"S. Edelkamp, R. Englert, J. Hoffmann, F. Liporace, S. Thiebaux, S. Trueg",http://arxiv.org/pdf/1110.1016v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 453-541, 2006",none,cs.AI,Summary14700,1110.2200v1,2011-10-10T21:16:30Z,Modelling Mixed Discrete-Continuous Domains for Planning,"M. Fox, D. Long",http://arxiv.org/pdf/1110.2200v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 235-297, 2006",none,cs.AI,Summary14701,1110.2203v1,2011-10-10T21:27:27Z,Set Intersection and Consistency in Constraint Networks,"R. H. C. Yap, Y. Zhang",http://arxiv.org/pdf/1110.2203v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 441-464, 2006",none,cs.AI,Summary14702,1110.2204v1,2011-10-10T21:35:30Z,Consistency and Random Constraint Satisfaction Models,"J. Culberson, Y. Gao",http://arxiv.org/pdf/1110.2204v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 517-557, 2007",none,cs.AI,Summary14703,1110.2205v1,2011-10-10T21:36:17Z,Answer Sets for Logic Programs with Arbitrary Abstract Constraint Atoms,"E. Pontelli, T. C. Son, P. H. Tu",http://arxiv.org/pdf/1110.2205v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 353-389, 2007",none,cs.AI,Summary14704,1110.2209v1,2011-10-10T21:55:37Z,"Bin Completion Algorithms for Multicontainer Packing, Knapsack, and Covering Problems","A. S. Fukunaga, R. E. Korf",http://arxiv.org/pdf/1110.2209v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 393-429, 2007",none,cs.AI,Summary14705,1110.2212v1,2011-10-10T22:02:16Z,Uncertainty in Soft Temporal Constraint Problems:A General Framework and Controllability Algorithms forThe Fuzzy Case,"F. Rossi, K. B. Venable, N. Yorke-Smith",http://arxiv.org/pdf/1110.2212v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 617-674, 2006",none,cs.AI,Summary14706,1110.2213v1,2011-10-10T22:03:55Z,Supporting Temporal Reasoning by Mapping Calendar Expressions to Minimal Periodic Sets,"C. Bettini, S. Mascetti, X. S. Wang",http://arxiv.org/pdf/1110.2213v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 299-348, 2007",none,cs.AI,Summary14707,1110.2216v1,2011-10-10T22:14:15Z,The Generalized A* Architecture,"P. F. Felzenszwalb, D. McAllester",http://arxiv.org/pdf/1110.2216v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 153-190, 2007",none,cs.AI,Summary14708,1110.2726v1,2011-10-12T18:17:41Z,Combining Spatial and Temporal Logics: Expressiveness vs. Complexity,"D. Gabelaia, R. Kontchakov, A. Kurucz, F. Wolter, M. Zakharyaschev",http://arxiv.org/pdf/1110.2726v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 167-243, 2005",none,cs.AI,Summary14709,1110.2728v1,2011-10-12T18:18:04Z,An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events,"A. Gerevini, A. Saetti, I. Serina",http://arxiv.org/pdf/1110.2728v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 187-231, 2006",none,cs.AI,Summary14710,1110.2729v1,2011-10-12T18:18:48Z,The Power of Modeling - a Response to PDDL2.1,F. Bacchus,http://arxiv.org/pdf/1110.2729v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 125-132, 2003",none,cs.AI,Summary14711,1110.2730v1,2011-10-12T18:19:10Z,Imperfect Match: PDDL 2.1 and Real Applications,M. S. Boddy,http://arxiv.org/pdf/1110.2730v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 133-137, 2003",none,cs.AI,Summary14712,1110.2731v1,2011-10-12T18:19:24Z,PDDL 2.1: Representation vs. Computation,H. A. Geffner,http://arxiv.org/pdf/1110.2731v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 139-144, 2003",none,cs.AI,Summary14713,1110.2732v1,2011-10-12T18:19:43Z,Proactive Algorithms for Job Shop Scheduling with Probabilistic Durations,"J. C. Beck, N. Wilson",http://arxiv.org/pdf/1110.2732v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 183-232, 2007",none,cs.AI,Summary14714,1110.2734v1,2011-10-12T18:20:23Z,The Language of Search,"A. Darwiche, J. Huang",http://arxiv.org/pdf/1110.2734v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 191-219, 2007",none,cs.AI,Summary14715,1110.2735v1,2011-10-12T18:21:07Z,Understanding Algorithm Performance on an Oversubscribed Scheduling Application,"L. Barbulescu, A. E. Howe, M. Roberts, L. D. Whitley",http://arxiv.org/pdf/1110.2735v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 577-615, 2006",none,cs.AI,Summary14716,1110.2736v1,2011-10-12T18:21:41Z,Marvin: A Heuristic Search Planner with Online Macro-Action Learning,"A. I. Coles, A. J. Smith",http://arxiv.org/pdf/1110.2736v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 119-156, 2007",none,cs.AI,Summary14717,1110.2737v1,2011-10-12T18:21:59Z,Anytime Heuristic Search,"E. A. Hansen, R. Zhou",http://arxiv.org/pdf/1110.2737v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 267-297, 2007",none,cs.AI,Summary14718,1110.2738v1,2011-10-12T18:22:15Z,Discovering Classes of Strongly Equivalent Logic Programs,"Y. Chen, F. Lin",http://arxiv.org/pdf/1110.2738v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 431-451, 2007",none,cs.AI,Summary14719,1110.2739v1,2011-10-12T18:22:52Z,Phase Transition for Random Quantified XOR-Formulas,"N. Creignou, H. Daude, U. Egly",http://arxiv.org/pdf/1110.2739v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 1-18, 2007",none,cs.AI,Summary14720,1110.2740v1,2011-10-12T18:23:15Z,Cutset Sampling for Bayesian Networks,"B. Bidyuk, R. Dechter",http://arxiv.org/pdf/1110.2740v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 1-48, 2007",none,cs.AI,Summary14721,1110.2741v1,2011-10-12T18:23:33Z,"An Algebraic Graphical Model for Decision with Uncertainties, Feasibilities, and Utilities","C. Pralet, T. Schiex, G. Verfaillie",http://arxiv.org/pdf/1110.2741v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 421-489, 2007",none,cs.AI,Summary14722,1110.2742v1,2011-10-12T18:23:49Z,Semantic Matchmaking as Non-Monotonic Reasoning: A Description Logic Approach,"T. Di Noia, E. Di Sciascio, F. M. Donini",http://arxiv.org/pdf/1110.2742v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 269-307, 2007",none,cs.AI,Summary14723,1110.2743v1,2011-10-12T18:24:37Z,Solution-Guided Multi-Point Constructive Search for Job Shop Scheduling,J. C. Beck,http://arxiv.org/pdf/1110.2743v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 49-77, 2007",none,cs.AI,Summary14724,1110.3002v1,2011-10-13T17:26:03Z,Are Minds Computable?,Carlos Gershenson,http://arxiv.org/pdf/1110.3002v1,No journal ref found,none,cs.AI,Summary14725,1110.3385v1,2011-10-15T05:39:34Z,Fuzzy Inference Systems Optimization,"Pretesh Patel, Tshilidzi Marwala",http://arxiv.org/pdf/1110.3385v1,No journal ref found,none,cs.AI,Summary14726,1110.3888v2,2011-10-18T07:01:28Z,Handling controversial arguments by matrix,Xu Yuming,http://arxiv.org/pdf/1110.3888v2,No journal ref found,none,cs.AI,Summary14727,1110.4076v1,2011-09-26T17:00:02Z,Learning in Real-Time Search: A Unifying Framework,"V. Bulitko, G. Lee",http://arxiv.org/pdf/1110.4076v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 119-157, 2006",none,cs.AI,Summary14728,1110.4719v1,2011-10-21T07:49:48Z,A Generalized Arc-Consistency Algorithm for a Class of Counting Constraints: Revised Edition that Incorporates One Correction,"Thierry Petit, Nicolas Beldiceanu, Xavier Lorca",http://arxiv.org/pdf/1110.4719v1,No journal ref found,none,cs.AI,Summary14729,1110.5172v1,2011-10-24T09:33:31Z,Quels formalismes temporels pour représenter des connaissances extraites de textes de recettes de cuisine ?,"Valmi Dufour-Lussier, Florence Le Ber, Jean Lieber",http://arxiv.org/pdf/1110.5172v1,No journal ref found,none,cs.AI,Summary14730,1110.6290v1,2011-10-28T10:41:43Z,Modelling Constraint Solver Architecture Design as a Constraint Problem,"Ian P. Gent, Chris Jefferson, Lars Kotthoff, Ian Miguel",http://arxiv.org/pdf/1110.6290v1,No journal ref found,none,cs.AI,Summary14731,1110.6589v1,2011-10-30T09:26:34Z,A cognitive diversity framework for radar target classification,"Amit K. Mishra, Chris Baker",http://arxiv.org/pdf/1110.6589v1,The IET COGnitive systems with Interactive Sensors 2010,none,cs.AI,Summary14732,1112.0508v1,2011-12-02T17:09:43Z,Label Ranking with Abstention: Predicting Partial Orders by Thresholding Probability Distributions (Extended Abstract),"Weiwei Cheng, Eyke Hüllermeier",http://arxiv.org/pdf/1112.0508v1,No journal ref found,none,cs.AI,Summary14733,1112.1489v1,2011-12-07T07:11:56Z,Multi-granular Perspectives on Covering,Wan-Li Chen,http://arxiv.org/pdf/1112.1489v1,No journal ref found,none,cs.AI,Summary14734,1112.2113v1,2011-12-09T15:01:25Z,Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams,"Varun Raj Kompella, Matthew Luciw, Juergen Schmidhuber",http://arxiv.org/pdf/1112.2113v1,"Neural Computation, 2012, Vol. 24, No. 11, Pages 2994-3024",none,cs.AI,Summary14735,1112.2640v2,2011-12-12T18:03:42Z,Threshold Choice Methods: the Missing Link,"José Hernández-Orallo, Peter Flach, Cèsar Ferri",http://arxiv.org/pdf/1112.2640v2,No journal ref found,none,cs.AI,Summary14736,1112.2681v3,2011-12-12T20:16:55Z,Inference in Probabilistic Logic Programs with Continuous Random Variables,"Muhammad Asiful Islam, C. R. Ramakrishnan, I. V. Ramakrishnan",http://arxiv.org/pdf/1112.2681v3,"Theory and Practice of Logic Programming / Volume12 / Special Issue4-5 / July 2012, pp 505-523",none,cs.AI,Summary14737,1112.5381v1,2011-12-22T17:01:34Z,Improving the Efficiency of Approximate Inference for Probabilistic Logical Models by means of Program Specialization,Daan Fierens,http://arxiv.org/pdf/1112.5381v1,No journal ref found,none,cs.AI,Summary14738,1201.0414v1,2012-01-02T02:40:12Z,Continuity in Information Algebras,"Xuechong Guan, Yongming Li",http://arxiv.org/pdf/1201.0414v1,No journal ref found,none,cs.AI,Summary14739,1201.0564v1,2012-01-03T03:30:18Z,The RegularGcc Matrix Constraint,"Ronald de Haan, Nina Narodytska, Toby Walsh",http://arxiv.org/pdf/1201.0564v1,No journal ref found,none,cs.AI,Summary14740,1201.2004v1,2012-01-10T10:14:33Z,Optimal Fuzzy Model Construction with Statistical Information using Genetic Algorithm,"Md. Amjad Hossain, Pintu Chandra Shill, Bishnu Sarker, Kazuyuki Murase",http://arxiv.org/pdf/1201.2004v1,No journal ref found,none,cs.AI,Summary14741,1201.2711v3,2012-01-13T00:17:17Z,"Ultrametric Model of Mind, I: Review",Fionn Murtagh,http://arxiv.org/pdf/1201.2711v3,"p-Adic Numbers, Ultrametric Analysis and Applications, 4, 193-206, 2012",none,cs.AI,Summary14742,1201.3107v1,2012-01-15T17:33:28Z,Tacit knowledge mining algorithm based on linguistic truth-valued concept lattice,"Li Yang, Yuhui Wang",http://arxiv.org/pdf/1201.3107v1,No journal ref found,none,cs.AI,Summary14743,1201.3204v2,2012-01-16T10:31:47Z,"Evaluation of a Simple, Scalable, Parallel Best-First Search Strategy","Akihiro Kishimoto, Alex Fukunaga, Adi Botea",http://arxiv.org/pdf/1201.3204v2,"Artificial Intelligence (2013), vol. 195, pp. 222-248",none,cs.AI,Summary14744,1201.3408v1,2012-01-17T01:28:55Z,The computation of first order moments on junction trees,"Milos B. Djuric, Velimir M. Ilic, Miomir S. Stankovic",http://arxiv.org/pdf/1201.3408v1,No journal ref found,none,cs.AI,Summary14745,1201.4080v1,2012-01-19T15:29:56Z,Progress in animation of an EMA-controlled tongue model for acoustic-visual speech synthesis,"Ingmar Steiner, Slim Ouni",http://arxiv.org/pdf/1201.4080v1,Elektronische Sprachsignalverarbeitung 2011 TUDpress (Ed.) (2011) 245-252,none,cs.AI,Summary14746,1201.5426v2,2012-01-26T01:42:18Z,Constraint Propagation as Information Maximization,"A. Nait Abdallah, M. H. van Emden",http://arxiv.org/pdf/1201.5426v2,No journal ref found,none,cs.AI,Summary14747,1201.5472v1,2012-01-26T10:15:09Z,A multiagent urban traffic simulation,"Pierrick Tranouez, Eric Daudé, Patrice Langlois",http://arxiv.org/pdf/1201.5472v1,"Journal of Nonlinear Systems and Applications 1, 3 (2010) 9 pp (in print)",none,cs.AI,Summary14748,1201.5841v4,2012-01-27T17:25:29Z,The thermodynamic cost of fast thought,Alexandre de Castro,http://arxiv.org/pdf/1201.5841v4,No journal ref found,none,cs.AI,Summary14749,1201.6511v1,2012-01-31T11:31:50Z,Ontologies for the Integration of Air Quality Models and 3D City Models,"Claudine Métral, Gilles Falquet, Kostas Karatzas",http://arxiv.org/pdf/1201.6511v1,"In Conceptual Models for Practitioners, J. Teller, C. Tweed, G. Rabino (Eds.), Societ\`a Editrice Esculapio, Bologna, 2008",none,cs.AI,Summary14750,1202.0440v1,2012-02-02T14:25:38Z,The implications of embodiment for behavior and cognition: animal and robotic case studies,"Matej Hoffmann, Rolf Pfeifer",http://arxiv.org/pdf/1202.0440v1,No journal ref found,none,cs.AI,Summary14751,1202.0837v1,2012-02-03T22:38:04Z,On the influence of intelligence in (social) intelligence testing environments,"Javier Insa-Cabrera, Jose-Luis Benacloch-Ayuso, Jose Hernandez-Orallo",http://arxiv.org/pdf/1202.0837v1,No journal ref found,none,cs.AI,Summary14752,1202.1886v1,2012-02-09T04:28:16Z,Classification of artificial intelligence ids for smurf attack,"N. Ugtakhbayar, D. Battulga, Sh. Sodbileg",http://arxiv.org/pdf/1202.1886v1,IJAIA (2012);,none,cs.AI,Summary14753,1202.1891v1,2012-02-09T05:51:18Z,Hyper heuristic based on great deluge and its variants for exam timetabling problem,"Ei Shwe Sin, Nang Saing Moon Kham",http://arxiv.org/pdf/1202.1891v1,No journal ref found,none,cs.AI,Summary14754,1202.1945v1,2012-02-09T10:57:53Z,A framework: Cluster detection and multidimensional visualization of automated data mining using intelligent agents,"R. Jayabrabu, V. Saravanan, K. Vivekanandan",http://arxiv.org/pdf/1202.1945v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.1, January 2012",none,cs.AI,Summary14755,1202.3698v1,2012-02-14T16:41:17Z,Extended Lifted Inference with Joint Formulas,"Udi Apsel, Ronen I. Brafman",http://arxiv.org/pdf/1202.3698v1,No journal ref found,none,cs.AI,Summary14756,1202.3699v1,2012-02-14T16:41:17Z,Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search,"John Asmuth, Michael L. Littman",http://arxiv.org/pdf/1202.3699v1,No journal ref found,none,cs.AI,Summary14757,1202.3707v1,2012-02-14T16:41:17Z,A temporally abstracted Viterbi algorithm,"Shaunak Chatterjee, Stuart Russell",http://arxiv.org/pdf/1202.3707v1,No journal ref found,none,cs.AI,Summary14758,1202.3709v1,2012-02-14T16:41:17Z,EDML: A Method for Learning Parameters in Bayesian Networks,"Arthur Choi, Khaled S. Refaat, Adnan Darwiche",http://arxiv.org/pdf/1202.3709v1,No journal ref found,none,cs.AI,Summary14759,1202.3711v1,2012-02-14T16:41:17Z,A Logical Characterization of Constraint-Based Causal Discovery,"Tom Claassen, Tom Heskes",http://arxiv.org/pdf/1202.3711v1,No journal ref found,none,cs.AI,Summary14760,1202.3713v1,2012-02-14T16:41:17Z,Bayesian network learning with cutting planes,James Cussens,http://arxiv.org/pdf/1202.3713v1,No journal ref found,none,cs.AI,Summary14761,1202.3718v1,2012-02-14T16:41:17Z,On the Complexity of Decision Making in Possibilistic Decision Trees,"Helene Fargier, Nahla Ben Amor, Wided Guezguez",http://arxiv.org/pdf/1202.3718v1,No journal ref found,none,cs.AI,Summary14762,1202.3719v1,2012-02-14T16:41:17Z,Inference in Probabilistic Logic Programs using Weighted CNFs,"Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt",http://arxiv.org/pdf/1202.3719v1,No journal ref found,none,cs.AI,Summary14763,1202.3721v1,2012-02-14T16:41:17Z,Dynamic consistency and decision making under vacuous belief,Phan H. Giang,http://arxiv.org/pdf/1202.3721v1,No journal ref found,none,cs.AI,Summary14764,1202.3723v1,2012-02-14T16:41:17Z,Approximation by Quantization,"Vibhav Gogate, Pedro Domingos",http://arxiv.org/pdf/1202.3723v1,No journal ref found,none,cs.AI,Summary14765,1202.3724v1,2012-02-14T16:41:17Z,Probabilistic Theorem Proving,"Vibhav Gogate, Pedro Domingos",http://arxiv.org/pdf/1202.3724v1,No journal ref found,none,cs.AI,Summary14766,1202.3728v1,2012-02-14T16:41:17Z,Reasoning about RoboCup Soccer Narratives,"Hannaneh Hajishirzi, Julia Hockenmaier, Erik T. Mueller, Eyal Amir",http://arxiv.org/pdf/1202.3728v1,No journal ref found,none,cs.AI,Summary14767,1202.3729v1,2012-02-14T16:41:17Z,Suboptimality Bounds for Stochastic Shortest Path Problems,Eric A. Hansen,http://arxiv.org/pdf/1202.3729v1,No journal ref found,none,cs.AI,Summary14768,1202.3740v1,2012-02-14T16:41:17Z,An Efficient Protocol for Negotiation over Combinatorial Domains with Incomplete Information,"Minyi Li, Quoc Bao Vo, Ryszard Kowalczyk",http://arxiv.org/pdf/1202.3740v1,No journal ref found,none,cs.AI,Summary14769,1202.3741v1,2012-02-14T16:41:17Z,Noisy Search with Comparative Feedback,"Shiau Hong Lim, Peter Auer",http://arxiv.org/pdf/1202.3741v1,No journal ref found,none,cs.AI,Summary14770,1202.3743v1,2012-02-14T16:41:17Z,Belief change with noisy sensing in the situation calculus,"Jianbing Ma, Weiru Liu, Paul Miller",http://arxiv.org/pdf/1202.3743v1,No journal ref found,none,cs.AI,Summary14771,1202.3744v1,2012-02-14T16:41:17Z,Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search,"Brandon Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges",http://arxiv.org/pdf/1202.3744v1,No journal ref found,none,cs.AI,Summary14772,1202.3745v1,2012-02-14T16:41:17Z,Order-of-Magnitude Influence Diagrams,"Radu Marinescu, Nic Wilson",http://arxiv.org/pdf/1202.3745v1,No journal ref found,none,cs.AI,Summary14773,1202.3749v1,2012-02-14T16:41:17Z,Compact Mathematical Programs For DEC-MDPs With Structured Agent Interactions,"Hala Mostafa, Victor Lesser",http://arxiv.org/pdf/1202.3749v1,No journal ref found,none,cs.AI,Summary14774,1202.3754v1,2012-02-14T16:41:17Z,A Geometric Traversal Algorithm for Reward-Uncertain MDPs,"Eunsoo Oh, Kee-Eung Kim",http://arxiv.org/pdf/1202.3754v1,No journal ref found,none,cs.AI,Summary14775,1202.3759v1,2012-02-14T16:41:17Z,Compressed Inference for Probabilistic Sequential Models,"Gungor Polatkan, Oncel Tuzel",http://arxiv.org/pdf/1202.3759v1,No journal ref found,none,cs.AI,Summary14776,1202.3762v1,2012-02-14T16:41:17Z,Symbolic Dynamic Programming for Discrete and Continuous State MDPs,"Scott Sanner, Karina Valdivia Delgado, Leliane Nunes de Barros",http://arxiv.org/pdf/1202.3762v1,No journal ref found,none,cs.AI,Summary14777,1202.3764v1,2012-02-14T16:41:17Z,Adjustment Criteria in Causal Diagrams: An Algorithmic Perspective,"Johannes Textor, Maciej Liskiewicz",http://arxiv.org/pdf/1202.3764v1,No journal ref found,none,cs.AI,Summary14778,1202.3767v1,2012-02-14T16:41:17Z,Distributed Anytime MAP Inference,"Joop van de Ven, Fabio Ramos",http://arxiv.org/pdf/1202.3767v1,No journal ref found,none,cs.AI,Summary14779,1202.3773v1,2012-02-14T16:41:17Z,Measuring the Hardness of Stochastic Sampling on Bayesian Networks with Deterministic Causalities: the k-Test,"Haohai Yu, Robert A. van Engelen",http://arxiv.org/pdf/1202.3773v1,No journal ref found,none,cs.AI,Summary14780,1202.3887v1,2012-02-17T11:49:56Z,Extended Mixture of MLP Experts by Hybrid of Conjugate Gradient Method and Modified Cuckoo Search,"Hamid Salimi, Davar Giveki, Mohammad Ali Soltanshahi, Javad Hatami",http://arxiv.org/pdf/1202.3887v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.1, January 2012",none,cs.AI,Summary14781,1202.4190v1,2012-02-19T21:50:58Z,Generalized FMD Detection for Spectrum Sensing Under Low Signal-to-Noise Ratio,"Feng Lin, Robert C. Qiu, Zhen Hu, Shujie Hou, James P. Browning, Michael C. Wicks",http://arxiv.org/pdf/1202.4190v1,No journal ref found,none,cs.AI,Summary14782,1202.6009v1,2012-02-27T17:37:20Z,Marginality: a numerical mapping for enhanced treatment of nominal and hierarchical attributes,Josep Domingo-Ferrer,http://arxiv.org/pdf/1202.6009v1,No journal ref found,none,cs.AI,Summary14783,1202.6153v1,2012-02-28T09:19:32Z,One Decade of Universal Artificial Intelligence,Marcus Hutter,http://arxiv.org/pdf/1202.6153v1,"In Theoretical Foundations of Artificial General Intelligence, Vol.4 (2012) pages 67--88",none,cs.AI,Summary14784,1202.6386v1,2012-02-28T21:36:22Z,Relational Reinforcement Learning in Infinite Mario,"Shiwali Mohan, John E. Laird",http://arxiv.org/pdf/1202.6386v1,No journal ref found,none,cs.AI,Summary14785,1205.1645v1,2012-05-08T09:50:35Z,Publishing and linking transport data on the Web,"Julien Plu, François Scharffe",http://arxiv.org/pdf/1205.1645v1,No journal ref found,none,cs.AI,Summary14786,1205.2541v1,2012-05-11T14:45:52Z,An improved approach to attribute reduction with covering rough sets,"Changzhong Wang, Baiqing Sun, Qinhua Hu",http://arxiv.org/pdf/1205.2541v1,No journal ref found,none,cs.AI,Summary14787,1205.2596v2,2012-05-11T18:35:50Z,Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011),"Fabio Cozman, Avi Pfeffer",http://arxiv.org/pdf/1205.2596v2,No journal ref found,none,cs.AI,Summary14788,1205.2597v2,2012-05-11T18:40:29Z,Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (2010),"Peter Grunwald, Peter Spirtes",http://arxiv.org/pdf/1205.2597v2,No journal ref found,none,cs.AI,Summary14789,1205.2601v1,2012-05-09T18:47:26Z,"Most Relevant Explanation: Properties, Algorithms, and Evaluations","Changhe Yuan, Xiaolu Liu, Tsai-Ching Lu, Heejin Lim",http://arxiv.org/pdf/1205.2601v1,No journal ref found,none,cs.AI,Summary14790,1205.2613v1,2012-05-09T18:31:58Z,Measuring Inconsistency in Probabilistic Knowledge Bases,Matthias Thimm,http://arxiv.org/pdf/1205.2613v1,No journal ref found,none,cs.AI,Summary14791,1205.2616v1,2012-05-09T18:27:56Z,Bisimulation-based Approximate Lifted Inference,"Prithviraj Sen, Amol Deshpande, Lise Getoor",http://arxiv.org/pdf/1205.2616v1,No journal ref found,none,cs.AI,Summary14792,1205.2619v1,2012-05-09T18:23:30Z,Regret-based Reward Elicitation for Markov Decision Processes,"Kevin Regan, Craig Boutilier",http://arxiv.org/pdf/1205.2619v1,No journal ref found,none,cs.AI,Summary14793,1205.2621v1,2012-05-09T17:28:17Z,Logical Inference Algorithms and Matrix Representations for Probabilistic Conditional Independence,Mathias Niepert,http://arxiv.org/pdf/1205.2621v1,No journal ref found,none,cs.AI,Summary14794,1205.2634v1,2012-05-09T15:45:06Z,The Temporal Logic of Causal Structures,"Samantha Kleinberg, Bud Mishra",http://arxiv.org/pdf/1205.2634v1,No journal ref found,none,cs.AI,Summary14795,1205.2635v1,2012-05-09T15:41:10Z,Constraint Processing in Lifted Probabilistic Inference,"Jacek Kisynski, David L Poole",http://arxiv.org/pdf/1205.2635v1,No journal ref found,none,cs.AI,Summary14796,1205.2637v1,2012-05-09T15:37:58Z,Counting Belief Propagation,"Kristian Kersting, Babak Ahmadi, Sriraam Natarajan",http://arxiv.org/pdf/1205.2637v1,No journal ref found,none,cs.AI,Summary14797,1205.2642v1,2012-05-09T15:28:28Z,Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling,"Peter Hooper, Yasin Abbasi-Yadkori, Russell Greiner, Bret Hoehn",http://arxiv.org/pdf/1205.2642v1,No journal ref found,none,cs.AI,Summary14798,1205.2647v1,2012-05-09T13:51:50Z,Generating Optimal Plans in Highly-Dynamic Domains,"Christian Fritz, Sheila McIlraith",http://arxiv.org/pdf/1205.2647v1,No journal ref found,none,cs.AI,Summary14799,1205.2651v1,2012-05-09T15:08:18Z,Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making,"Mark Crowley, John Nelson, David L Poole",http://arxiv.org/pdf/1205.2651v1,No journal ref found,none,cs.AI,Summary14800,1205.2652v1,2012-05-09T15:05:48Z,Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic,"Fabio Gagliardi Cozman, Rodrigo Bellizia Polastro",http://arxiv.org/pdf/1205.2652v1,No journal ref found,none,cs.AI,Summary14801,1205.2655v1,2012-05-09T14:57:02Z,Mean Field Variational Approximation for Continuous-Time Bayesian Networks,"Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman",http://arxiv.org/pdf/1205.2655v1,No journal ref found,none,cs.AI,Summary14802,1205.2659v1,2012-05-09T14:50:18Z,Deterministic POMDPs Revisited,Blai Bonet,http://arxiv.org/pdf/1205.2659v1,No journal ref found,none,cs.AI,Summary14803,1205.2665v1,2012-05-09T14:40:39Z,Lower Bound Bayesian Networks - An Efficient Inference of Lower Bounds on Probability Distributions in Bayesian Networks,"Daniel Andrade, Bernhard Sick",http://arxiv.org/pdf/1205.2665v1,No journal ref found,none,cs.AI,Summary14804,1205.2857v1,2012-05-13T13:21:59Z,Operations on soft sets revisited,"Ping Zhu, Qiaoyan Wen",http://arxiv.org/pdf/1205.2857v1,No journal ref found,none,cs.AI,Summary14805,1205.3054v2,2012-05-14T15:01:31Z,Approximate Modified Policy Iteration,"Bruno Scherrer, Victor Gabillon, Mohammad Ghavamzadeh, Matthieu Geist",http://arxiv.org/pdf/1205.3054v2,No journal ref found,none,cs.AI,Summary14806,1205.3380v1,2012-02-11T16:12:05Z,Unfair items detection in educational measurement,Yefim Bakman,http://arxiv.org/pdf/1205.3380v1,No journal ref found,none,cs.AI,Summary14807,1205.3964v1,2012-05-17T15:50:08Z,Machine Recognition of Hand Written Characters using Neural Networks,"Yusuf Perwej, Ashish Chaturvedi",http://arxiv.org/pdf/1205.3964v1,"International Journal of Computer Applications (IJCA) ,January 2011 Volume 14, Number 2, Pages 6-9",none,cs.AI,Summary14808,1205.5098v1,2012-05-23T06:21:54Z,A Simplified Description of Fuzzy TOPSIS,"Balwinder Sodhi, Prabhakar T. V",http://arxiv.org/pdf/1205.5098v1,No journal ref found,none,cs.AI,Summary14809,1205.5866v1,2012-05-26T09:49:38Z,Approximate Equalities on Rough Intuitionistic Fuzzy Sets and an Analysis of Approximate Equalities,"B. K. Tripathy, G. K. Panda",http://arxiv.org/pdf/1205.5866v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 2, No 3, March 2012 ISSN (Online): 1694-0814 www.IJCSI.org",none,cs.AI,Summary14810,1206.0259v2,2012-02-25T14:59:49Z,The Causal Topography of Cognition,Stevan Harnad,http://arxiv.org/pdf/1206.0259v2,No journal ref found,none,cs.AI,Summary14811,1206.0918v1,2012-06-05T13:13:21Z,Fuzzy Knowledge Representation Based on Possibilistic and Necessary Bayesian Networks,"Abdelkader Heni, Mohamed Nazih Omri, Adel Alimi",http://arxiv.org/pdf/1206.0918v1,"WSEAS Transactions on Information Science & Applications Issue 2, Volume 3, February 2006, 224-231",none,cs.AI,Summary14812,1206.1291v1,2012-06-06T18:20:27Z,Feature Weighting for Improving Document Image Retrieval System Performance,"Mohammadreza Keyvanpour, Reza Tavoli",http://arxiv.org/pdf/1206.1291v1,"International Journal of Computer Science Issues, Vol 9, Issue 3, No 3 (2012) 125-130",none,cs.AI,Summary14813,1206.1319v1,2012-06-05T19:53:43Z,Certain Bayesian Network based on Fuzzy knowledge Bases,"Abdelkader Heni, Mohamed Nazih Omri, Adel Alimi",http://arxiv.org/pdf/1206.1319v1,"International Conference on Internet &, Information Technology in Modern Organizations (5th IBIMA), p. 826-832, Cairo, Egypt, December, 13-15 (2005)",none,cs.AI,Summary14814,1206.1414v1,2012-06-07T07:50:43Z,An Intelligent Approach for Negotiating between chains in Supply Chain Management Systems,"Shahab Firouzi, Amin Nezarat",http://arxiv.org/pdf/1206.1414v1,No journal ref found,none,cs.AI,Summary14815,1206.1418v1,2012-06-07T07:58:18Z,A weighted combination similarity measure for mobility patterns in wireless networks,"Thuy Van T. Duong, Dinh Que Tran, Cong Hung Tran",http://arxiv.org/pdf/1206.1418v1,No journal ref found,none,cs.AI,Summary14816,1206.1458v1,2012-06-07T11:52:21Z,Dispelling Classes Gradually to Improve Quality of Feature Reduction Approaches,"Shervan Fekri Ershad, Sattar Hashemi",http://arxiv.org/pdf/1206.1458v1,No journal ref found,none,cs.AI,Summary14817,1206.1534v1,2012-06-07T15:52:46Z,Software Aging Analysis of Web Server Using Neural Networks,"G. Sumathi, R. Raju",http://arxiv.org/pdf/1206.1534v1,No journal ref found,none,cs.AI,Summary14818,1206.1678v1,2012-06-08T07:02:06Z,A Distributed Optimized Patient Scheduling using Partial Information,"G. Mageshwari, E. Grace Mary Kanaga",http://arxiv.org/pdf/1206.1678v1,No journal ref found,none,cs.AI,Summary14819,1206.3111v1,2012-06-14T14:03:28Z,The third open Answer Set Programming competition,"Francesco Calimeri, Giovambattista Ianni, Francesco Ricca",http://arxiv.org/pdf/1206.3111v1,No journal ref found,none,cs.AI,Summary14820,1206.3232v1,2012-06-13T12:33:40Z,AND/OR Importance Sampling,"Vibhav Gogate, Rina Dechter",http://arxiv.org/pdf/1206.3232v1,No journal ref found,none,cs.AI,Summary14821,1206.3233v1,2012-06-13T12:34:35Z,Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions,"Alejandro Isaza, Csaba Szepesvari, Vadim Bulitko, Russell Greiner",http://arxiv.org/pdf/1206.3233v1,No journal ref found,none,cs.AI,Summary14822,1206.3244v1,2012-06-13T15:06:22Z,Bayesian network learning by compiling to weighted MAX-SAT,James Cussens,http://arxiv.org/pdf/1206.3244v1,No journal ref found,none,cs.AI,Summary14823,1206.3246v1,2012-06-13T15:08:24Z,Strategy Selection in Influence Diagrams using Imprecise Probabilities,"Cassio Polpo de Campos, Qiang Ji",http://arxiv.org/pdf/1206.3246v1,No journal ref found,none,cs.AI,Summary14824,1206.3248v1,2012-06-13T15:09:25Z,Knowledge Combination in Graphical Multiagent Model,"Quang Duong, Michael P. Wellman, Satinder Singh",http://arxiv.org/pdf/1206.3248v1,No journal ref found,none,cs.AI,Summary14825,1206.3250v1,2012-06-13T15:10:21Z,Almost Optimal Intervention Sets for Causal Discovery,Frederick Eberhardt,http://arxiv.org/pdf/1206.3250v1,No journal ref found,none,cs.AI,Summary14826,1206.3263v1,2012-06-13T15:34:42Z,Sparse Stochastic Finite-State Controllers for POMDPs,Eric A. Hansen,http://arxiv.org/pdf/1206.3263v1,No journal ref found,none,cs.AI,Summary14827,1206.3264v1,2012-06-13T15:35:12Z,Sampling First Order Logical Particles,"Hannaneh Hajishirzi, Eyal Amir",http://arxiv.org/pdf/1206.3264v1,No journal ref found,none,cs.AI,Summary14828,1206.3265v1,2012-06-13T15:35:54Z,The Computational Complexity of Sensitivity Analysis and Parameter Tuning,"Johan Kwisthout, Linda C. van der Gaag",http://arxiv.org/pdf/1206.3265v1,No journal ref found,none,cs.AI,Summary14829,1206.3266v1,2012-06-13T15:36:14Z,Partitioned Linear Programming Approximations for MDPs,"Branislav Kveton, Milos Hauskrecht",http://arxiv.org/pdf/1206.3266v1,No journal ref found,none,cs.AI,Summary14830,1206.3271v1,2012-06-13T15:38:26Z,Learning Arithmetic Circuits,"Daniel Lowd, Pedro Domingos",http://arxiv.org/pdf/1206.3271v1,No journal ref found,none,cs.AI,Summary14831,1206.3272v1,2012-06-13T15:38:50Z,Improving Gradient Estimation by Incorporating Sensor Data,"Gregory Lawrence, Stuart Russell",http://arxiv.org/pdf/1206.3272v1,No journal ref found,none,cs.AI,Summary14832,1206.3276v1,2012-06-13T15:41:30Z,Explanation Trees for Causal Bayesian Networks,"Ulf Nielsen, Jean-Philippe Pellet, André Elisseeff",http://arxiv.org/pdf/1206.3276v1,No journal ref found,none,cs.AI,Summary14833,1206.3281v1,2012-06-13T15:43:32Z,Model-Based Bayesian Reinforcement Learning in Large Structured Domains,"Stephane Ross, Joelle Pineau",http://arxiv.org/pdf/1206.3281v1,No journal ref found,none,cs.AI,Summary14834,1206.3282v1,2012-06-13T15:43:49Z,Improving the Accuracy and Efficiency of MAP Inference for Markov Logic,Sebastian Riedel,http://arxiv.org/pdf/1206.3282v1,No journal ref found,none,cs.AI,Summary14835,1206.3283v1,2012-06-13T15:44:14Z,Observation Subset Selection as Local Compilation of Performance Profiles,"Yan Radovilsky, Solomon Eyal Shimony",http://arxiv.org/pdf/1206.3283v1,No journal ref found,none,cs.AI,Summary14836,1206.3284v1,2012-06-13T15:44:34Z,Bounding Search Space Size via (Hyper)tree Decompositions,"Lars Otten, Rina Dechter",http://arxiv.org/pdf/1206.3284v1,No journal ref found,none,cs.AI,Summary14837,1206.3286v1,2012-06-13T15:45:20Z,New Techniques for Algorithm Portfolio Design,"Matthew Streeter, Stephen F. Smith",http://arxiv.org/pdf/1206.3286v1,No journal ref found,none,cs.AI,Summary14838,1206.3289v1,2012-06-13T15:46:24Z,Efficient inference in persistent Dynamic Bayesian Networks,"Tomas Singliar, Denver Dash",http://arxiv.org/pdf/1206.3289v1,No journal ref found,none,cs.AI,Summary14839,1206.3291v1,2012-06-13T15:51:21Z,Hierarchical POMDP Controller Optimization by Likelihood Maximization,"Marc Toussaint, Laurent Charlin, Pascal Poupart",http://arxiv.org/pdf/1206.3291v1,No journal ref found,none,cs.AI,Summary14840,1206.3292v1,2012-06-13T15:51:48Z,Identifying Dynamic Sequential Plans,Jin Tian,http://arxiv.org/pdf/1206.3292v1,No journal ref found,none,cs.AI,Summary14841,1206.3295v1,2012-06-13T15:53:49Z,Refractor Importance Sampling,"Haohai Yu, Robert A. van Engelen",http://arxiv.org/pdf/1206.3295v1,No journal ref found,none,cs.AI,Summary14842,1206.3296v1,2012-06-13T15:55:04Z,Inference for Multiplicative Models,"Ydo Wexler, Christopher Meek",http://arxiv.org/pdf/1206.3296v1,No journal ref found,none,cs.AI,Summary14843,1206.3318v1,2012-06-14T20:07:30Z,On Local Regret,"Michael Bowling, Martin Zinkevich",http://arxiv.org/pdf/1206.3318v1,No journal ref found,none,cs.AI,Summary14844,1206.3536v3,2012-06-15T18:23:56Z,Identifying Independence in Relational Models,"Marc Maier, David Jensen",http://arxiv.org/pdf/1206.3536v3,No journal ref found,none,cs.AI,Summary14845,1206.3551v1,2012-06-13T14:18:02Z,Sensitivity analysis in decision circuits,"Debarun Bhattacharjya, Ross D. Shachter",http://arxiv.org/pdf/1206.3551v1,No journal ref found,none,cs.AI,Summary14846,1206.3959v2,2012-06-13T16:43:44Z,Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (2009),"Jeff Bilmes, Andrew Ng",http://arxiv.org/pdf/1206.3959v2,No journal ref found,none,cs.AI,Summary14847,1206.5242v1,2012-06-20T14:53:07Z,Studies in Lower Bounding Probabilities of Evidence using the Markov Inequality,"Vibhav Gogate, Bozhena Bidyuk, Rina Dechter",http://arxiv.org/pdf/1206.5242v1,No journal ref found,none,cs.AI,Summary14848,1206.5244v1,2012-06-20T14:53:49Z,Search for Choquet-optimal paths under uncertainty,"Lucie Galand, Patrice Perny",http://arxiv.org/pdf/1206.5244v1,No journal ref found,none,cs.AI,Summary14849,1206.5249v1,2012-06-20T14:55:37Z,Learning Probabilistic Relational Dynamics for Multiple Tasks,"Ashwin Deshpande, Brian Milch, Luke S. Zettlemoyer, Leslie Pack Kaelbling",http://arxiv.org/pdf/1206.5249v1,No journal ref found,none,cs.AI,Summary14850,1206.5251v1,2012-06-20T14:56:19Z,Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks,"Arthur Choi, Mark Chavira, Adnan Darwiche",http://arxiv.org/pdf/1206.5251v1,No journal ref found,none,cs.AI,Summary14851,1206.5255v1,2012-06-20T14:57:59Z,Minimax regret based elicitation of generalized additive utilities,"Darius Braziunas, Craig Boutilier",http://arxiv.org/pdf/1206.5255v1,No journal ref found,none,cs.AI,Summary14852,1206.5257v1,2012-06-20T14:59:08Z,Evaluating influence diagrams with decision circuits,"Debarun Bhattacharjya, Ross D. Shachter",http://arxiv.org/pdf/1206.5257v1,No journal ref found,none,cs.AI,Summary14853,1206.5258v1,2012-06-20T14:59:30Z,Optimizing Memory-Bounded Controllers for Decentralized POMDPs,"Christopher Amato, Daniel S Bernstein, Shlomo Zilberstein",http://arxiv.org/pdf/1206.5258v1,No journal ref found,none,cs.AI,Summary14854,1206.5260v1,2012-06-20T15:00:31Z,Reasoning at the Right Time Granularity,"Suchi Saria, Uri Nodelman, Daphne Koller",http://arxiv.org/pdf/1206.5260v1,No journal ref found,none,cs.AI,Summary14855,1206.5266v1,2012-06-20T15:02:53Z,AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Weighted Graphical Models,"Robert Mateescu, Rina Dechter",http://arxiv.org/pdf/1206.5266v1,No journal ref found,none,cs.AI,Summary14856,1206.5268v1,2012-06-20T15:04:10Z,Best-First AND/OR Search for Most Probable Explanations,"Radu Marinescu, Rina Dechter",http://arxiv.org/pdf/1206.5268v1,No journal ref found,none,cs.AI,Summary14857,1206.5271v1,2012-06-20T15:05:10Z,Learning Bayesian Network Structure from Correlation-Immune Data,"Eric Lantz, Soumya Ray, David Page",http://arxiv.org/pdf/1206.5271v1,No journal ref found,none,cs.AI,Summary14858,1206.5273v1,2012-06-20T15:05:48Z,Survey Propagation Revisited,"Lukas Kroc, Ashish Sabharwal, Bart Selman",http://arxiv.org/pdf/1206.5273v1,No journal ref found,none,cs.AI,Summary14859,1206.5276v1,2012-06-20T15:06:55Z,Template Based Inference in Symmetric Relational Markov Random Fields,"Ariel Jaimovich, Ofer Meshi, Nir Friedman",http://arxiv.org/pdf/1206.5276v1,No journal ref found,none,cs.AI,Summary14860,1206.5284v1,2012-06-20T15:15:21Z,More-or-Less CP-Networks,"Fusun Yaman, Marie desJardins",http://arxiv.org/pdf/1206.5284v1,No journal ref found,none,cs.AI,Summary14861,1206.5287v1,2012-06-20T15:16:29Z,Policy Iteration for Relational MDPs,"Chenggang Wang, Roni Khardon",http://arxiv.org/pdf/1206.5287v1,No journal ref found,none,cs.AI,Summary14862,1206.5292v1,2012-06-20T15:18:47Z,Markov Logic in Infinite Domains,"Parag Singla, Pedro Domingos",http://arxiv.org/pdf/1206.5292v1,No journal ref found,none,cs.AI,Summary14863,1206.5294v1,2012-06-20T15:19:30Z,What Counterfactuals Can Be Tested,"Ilya Shpitser, Judea Pearl",http://arxiv.org/pdf/1206.5294v1,No journal ref found,none,cs.AI,Summary14864,1206.5295v1,2012-06-20T15:19:47Z,Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs,"Sven Seuken, Shlomo Zilberstein",http://arxiv.org/pdf/1206.5295v1,No journal ref found,none,cs.AI,Summary14865,1206.5698v1,2012-06-25T14:46:15Z,Relational Approach to Knowledge Engineering for POMDP-based Assistance Systems as a Translation of a Psychological Model,"Marek Grzes, Jesse Hoey, Shehroz Khan, Alex Mihailidis, Stephen Czarnuch, Dan Jackson, Andrew Monk",http://arxiv.org/pdf/1206.5698v1,No journal ref found,none,cs.AI,Summary14866,1206.5833v2,2012-06-25T20:46:46Z,Revision of Defeasible Logic Preferences,"Guido Governatori, Francesco Olivieri, Simone Scannapieco, Matteo Cristani",http://arxiv.org/pdf/1206.5833v2,No journal ref found,none,cs.AI,Summary14867,1206.5928v1,2012-06-26T09:13:53Z,CAPIR: Collaborative Action Planning with Intention Recognition,"Truong-Huy Dinh Nguyen, David Hsu, Wee-Sun Lee, Tze-Yun Leong, Leslie Pack Kaelbling, Tomas Lozano-Perez, Andrew Haydn Grant",http://arxiv.org/pdf/1206.5928v1,No journal ref found,none,cs.AI,Summary14868,1206.5940v1,2012-06-26T09:53:59Z,Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic,"Truong-Huy Dinh Nguyen, Wee-Sun Lee, Tze-Yun Leong",http://arxiv.org/pdf/1206.5940v1,No journal ref found,none,cs.AI,Summary14869,1206.6817v1,2012-06-27T15:38:46Z,A Variational Approach for Approximating Bayesian Networks by Edge Deletion,"Arthur Choi, Adnan Darwiche",http://arxiv.org/pdf/1206.6817v1,No journal ref found,none,cs.AI,Summary14870,1206.6819v1,2012-06-27T15:39:15Z,On the Robustness of Most Probable Explanations,"Hei Chan, Adnan Darwiche",http://arxiv.org/pdf/1206.6819v1,No journal ref found,none,cs.AI,Summary14871,1206.6822v1,2012-06-27T15:40:35Z,Cutset Sampling with Likelihood Weighting,"Bozhena Bidyuk, Rina Dechter",http://arxiv.org/pdf/1206.6822v1,No journal ref found,none,cs.AI,Summary14872,1206.6823v1,2012-06-27T15:40:48Z,An Efficient Triplet-based Algorithm for Evidential Reasoning,"Yaxin Bi, Jiwen W. Guan",http://arxiv.org/pdf/1206.6823v1,No journal ref found,none,cs.AI,Summary14873,1206.6827v1,2012-06-27T15:41:47Z,Linear Algebra Approach to Separable Bayesian Networks,Chalee Asavathiratham,http://arxiv.org/pdf/1206.6827v1,No journal ref found,none,cs.AI,Summary14874,1206.6831v1,2012-06-27T16:17:19Z,Pearls Calculus of Intervention Is Complete,"Yimin Huang, Marco Valtorta",http://arxiv.org/pdf/1206.6831v1,No journal ref found,none,cs.AI,Summary14875,1206.6834v1,2012-06-27T16:18:21Z,A new axiomatization for likelihood gambles,Phan H. Giang,http://arxiv.org/pdf/1206.6834v1,No journal ref found,none,cs.AI,Summary14876,1206.6835v1,2012-06-27T16:18:35Z,Dimension Reduction in Singularly Perturbed Continuous-Time Bayesian Networks,"Nir Friedman, Raz Kupferman",http://arxiv.org/pdf/1206.6835v1,No journal ref found,none,cs.AI,Summary14877,1206.6836v1,2012-06-27T16:18:48Z,Methods for computing state similarity in Markov Decision Processes,"Norman Ferns, Pablo Samuel Castro, Doina Precup, Prakash Panangaden",http://arxiv.org/pdf/1206.6836v1,No journal ref found,none,cs.AI,Summary14878,1206.6837v1,2012-06-27T16:19:01Z,Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing,"Gal Elidan, Ian McGraw, Daphne Koller",http://arxiv.org/pdf/1206.6837v1,No journal ref found,none,cs.AI,Summary14879,1206.6841v1,2012-06-27T16:20:13Z,Asymmetric separation for local independence graphs,Vanessa Didelez,http://arxiv.org/pdf/1206.6841v1,No journal ref found,none,cs.AI,Summary14880,1206.6844v1,2012-06-27T16:21:20Z,From influence diagrams to multi-operator cluster DAGs,"Cedric Pralet, Thomas Schiex, Gerard Verfaillie",http://arxiv.org/pdf/1206.6844v1,No journal ref found,none,cs.AI,Summary14881,1206.6849v1,2012-06-27T16:24:15Z,General-Purpose MCMC Inference over Relational Structures,"Brian Milch, Stuart Russell",http://arxiv.org/pdf/1206.6849v1,No journal ref found,none,cs.AI,Summary14882,1206.6854v1,2012-06-27T16:25:42Z,Belief Update in CLG Bayesian Networks With Lazy Propagation,Anders L. Madsen,http://arxiv.org/pdf/1206.6854v1,No journal ref found,none,cs.AI,Summary14883,1206.6856v1,2012-06-27T16:26:12Z,Reasoning about Uncertainty in Metric Spaces,Seunghwan Lee,http://arxiv.org/pdf/1206.6856v1,No journal ref found,none,cs.AI,Summary14884,1206.6859v1,2012-06-27T16:27:12Z,Propagation of Delays in the National Airspace System,"Kathryn Blackmond Laskey, Ning Xu, Chun-Hung Chen",http://arxiv.org/pdf/1206.6859v1,No journal ref found,none,cs.AI,Summary14885,1206.6869v1,2012-06-27T16:29:30Z,Recognizing Activities and Spatial Context Using Wearable Sensors,"Amarnag Subramanya, Alvin Raj, Jeff A. Bilmes, Dieter Fox",http://arxiv.org/pdf/1206.6869v1,No journal ref found,none,cs.AI,Summary14886,1206.6875v1,2012-06-27T16:30:42Z,A simple approach for finding the globally optimal Bayesian network structure,"Tomi Silander, Petri Myllymaki",http://arxiv.org/pdf/1206.6875v1,No journal ref found,none,cs.AI,Summary14887,1206.6879v1,2012-06-27T16:31:33Z,Practical Linear Value-approximation Techniques for First-order MDPs,"Scott Sanner, Craig Boutilier",http://arxiv.org/pdf/1206.6879v1,No journal ref found,none,cs.AI,Summary14888,1206.7064v1,2012-06-29T16:10:20Z,Software Verification and Graph Similarity for Automated Evaluation of Students Assignments,"Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak",http://arxiv.org/pdf/1206.7064v1,No journal ref found,none,cs.AI,Summary14889,1208.1743v4,2012-08-08T19:24:08Z,Hybrid systems modeling for gas transmission network,"Amir Noori, Mohammad Bagher Menhaj, Masoud Shafiee",http://arxiv.org/pdf/1208.1743v4,"The 4th IFAC Conference on Management and Control of Production and Logistics, 2007",none,cs.AI,Summary14890,1208.1955v1,2012-08-09T15:41:27Z,Comparison of different T-norm operators in classification problems,"Fahimeh Farahbod, Mahdi Eftekhari",http://arxiv.org/pdf/1208.1955v1,No journal ref found,none,cs.AI,Summary14891,1208.2102v1,2012-08-10T07:19:48Z,A Novel Fuzzy Logic Based Adaptive Supertwisting Sliding Mode Control Algorithm for Dynamic Uncertain Systems,"Abdul Kareem, Mohammad Fazle Azeem",http://arxiv.org/pdf/1208.2102v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.4, July 2012, 21-34",none,cs.AI,Summary14892,1208.2199v1,2012-08-10T15:05:38Z,Elimination of ISI Using Improved LMS Based Decision Feedback Equalizer,"Mohammad Havaei, Nandivada Krishna Prasad, Velleshala Sudheer",http://arxiv.org/pdf/1208.2199v1,No journal ref found,none,cs.AI,Summary14893,1208.3015v2,2012-08-15T02:17:55Z,Explaining Time-Table-Edge-Finding Propagation for the Cumulative Resource Constraint,"Andreas Schutt, Thibaut Feydy, Peter J. Stuckey",http://arxiv.org/pdf/1208.3015v2,No journal ref found,none,cs.AI,Summary14894,1208.3148v1,2012-08-15T15:46:31Z,"Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases","Christian Meilicke, Ondrej Sváb-Zamazal, Cássia Trojahn, Ernesto Jiménez-Ruiz, José-Luis Aguirre, Heiner Stuckenschmidt, Bernardo Cuenca Grau",http://arxiv.org/pdf/1208.3148v1,No journal ref found,none,cs.AI,Summary14895,1208.3802v1,2012-08-19T02:44:42Z,OntoAna: Domain Ontology for Human Anatomy,"Archana Vashisth, Iti Mathur, Nisheeth Joshi",http://arxiv.org/pdf/1208.3802v1,No journal ref found,none,cs.AI,Summary14896,1208.3809v2,2012-08-19T04:55:25Z,Lifted Variable Elimination: A Novel Operator and Completeness Results,"Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel",http://arxiv.org/pdf/1208.3809v2,No journal ref found,none,cs.AI,Summary14897,1208.4942v2,2012-08-24T10:23:37Z,"A Unifying Survey of Reinforced, Sensitive and Stigmergic Agent-Based Approaches for E-GTSP",Camelia-M. Pintea,http://arxiv.org/pdf/1208.4942v2,No journal ref found,none,cs.AI,Summary14898,1208.4945v2,2012-08-24T10:38:49Z,Parallel ACO with a Ring Neighborhood for Dynamic TSP,"Camelia-M. Pintea, Gloria Cerasela Crisan, Mihai Manea",http://arxiv.org/pdf/1208.4945v2,J Information Technology Research 5(4) (2012) 1-13,none,cs.AI,Summary14899,1208.5154v2,2012-08-25T18:22:17Z,Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (2008),"David McAllester, Petri Myllymaki",http://arxiv.org/pdf/1208.5154v2,No journal ref found,none,cs.AI,Summary14900,1208.5155v2,2012-08-25T18:26:04Z,Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence (2007),"Ronald Parr, Linda S. van der Gaag",http://arxiv.org/pdf/1208.5155v2,No journal ref found,none,cs.AI,Summary14901,1208.5159v2,2012-08-25T18:44:38Z,Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (2005),"Fahiem Bacchus, Tommi Jaakkola",http://arxiv.org/pdf/1208.5159v2,No journal ref found,none,cs.AI,Summary14902,1208.5160v2,2012-08-25T18:45:05Z,Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (2006),"Rina Dechter, Thomas S. Richardson",http://arxiv.org/pdf/1208.5160v2,No journal ref found,none,cs.AI,Summary14903,1208.5161v2,2012-08-25T18:48:34Z,Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (2004),"Max Chickering, Joseph Halpern",http://arxiv.org/pdf/1208.5161v2,No journal ref found,none,cs.AI,Summary14904,1208.5373v1,2012-08-27T12:35:29Z,Distributed Pharaoh System for Network Routing,"Camelia-M. Pintea, D. Dumitrescu",http://arxiv.org/pdf/1208.5373v1,Automat. Comput. Appl. Math. 16(1-2) (2007) 27-34,none,cs.AI,Summary14905,1208.5554v1,2012-08-28T04:26:35Z,Soft Computing approaches on the Bandwidth Problem,"Gabriela Czibula, Gloria Cerasela Crisan, Camelia-M. Pintea, Istvan-Gergely Czibula",http://arxiv.org/pdf/1208.5554v1,INFORMATICA 24(2) (2013) 169-180,none,cs.AI,Summary14906,1212.0750v1,2012-12-02T17:34:36Z,Problem Solving and Computational Thinking in a Learning Environment,"Michael Gr. Voskoglou, Sheryl Buckley",http://arxiv.org/pdf/1212.0750v1,"Egyptian Computer Science Journal, Vol. 36 (4), 28-46, 2012",none,cs.AI,Summary14907,1212.2056v1,2012-12-10T13:30:23Z,Soft Constraint Logic Programming for Electric Vehicle Travel Optimization,"Giacoma Valentina Monreale, Ugo Montanari, Nicklas Hoch",http://arxiv.org/pdf/1212.2056v1,No journal ref found,none,cs.AI,Summary14908,1212.2444v1,2012-10-19T15:04:03Z,On revising fuzzy belief bases,"Richard Booth, Eva Richter",http://arxiv.org/pdf/1212.2444v1,No journal ref found,none,cs.AI,Summary14909,1212.2445v1,2012-10-19T15:03:58Z,Upgrading Ambiguous Signs in QPNs,"Janneke H. Bolt, Silja Renooij, Linda C. van der Gaag",http://arxiv.org/pdf/1212.2445v1,No journal ref found,none,cs.AI,Summary14910,1212.2446v1,2012-10-19T15:03:55Z,Parametric Dependability Analysis through Probabilistic Horn Abduction,"Andrea Bobbio, Stefania Montani, Luigi Portinale",http://arxiv.org/pdf/1212.2446v1,No journal ref found,none,cs.AI,Summary14911,1212.2448v1,2012-10-19T15:03:47Z,On Triangulating Dynamic Graphical Models,"Jeff A. Bilmes, Chris Bartels",http://arxiv.org/pdf/1212.2448v1,No journal ref found,none,cs.AI,Summary14912,1212.2449v1,2012-10-19T15:03:43Z,An Empirical Study of w-Cutset Sampling for Bayesian Networks,"Bozhena Bidyuk, Rina Dechter",http://arxiv.org/pdf/1212.2449v1,No journal ref found,none,cs.AI,Summary14913,1212.2450v1,2012-10-19T15:03:38Z,A possibilistic handling of partially ordered information,"Salem Benferhat, Sylvain Lagrue, Odile Papini",http://arxiv.org/pdf/1212.2450v1,No journal ref found,none,cs.AI,Summary14914,1212.2452v1,2012-10-19T15:03:31Z,Value Elimination: Bayesian Inference via Backtracking Search,"Fahiem Bacchus, Shannon Dalmao, Toniann Pitassi",http://arxiv.org/pdf/1212.2452v1,No journal ref found,none,cs.AI,Summary14915,1212.2455v1,2012-10-19T15:03:22Z,New Advances in Inference by Recursive Conditioning,"David Allen, Adnan Darwiche",http://arxiv.org/pdf/1212.2455v1,No journal ref found,none,cs.AI,Summary14916,1212.2456v1,2012-10-19T15:05:20Z,Incremental Compilation of Bayesian networks,"Julia M. Flores, Jose A. Gamez, Kristian G. Olesen",http://arxiv.org/pdf/1212.2456v1,No journal ref found,none,cs.AI,Summary14917,1212.2457v1,2012-10-19T15:05:16Z,Structure-Based Causes and Explanations in the Independent Choice Logic,"Alberto Finzi, Thomas Lukasiewicz",http://arxiv.org/pdf/1212.2457v1,No journal ref found,none,cs.AI,Summary14918,1212.2459v1,2012-10-19T15:05:06Z,Symbolic Generalization for On-line Planning,"Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein",http://arxiv.org/pdf/1212.2459v1,No journal ref found,none,cs.AI,Summary14919,1212.2461v1,2012-10-19T15:04:57Z,Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories,"Thomas Eiter, Thomas Lukasiewicz",http://arxiv.org/pdf/1212.2461v1,No journal ref found,none,cs.AI,Summary14920,1212.2463v1,2012-10-19T15:04:48Z,A Simple Insight into Iterative Belief Propagations Success,"Rina Dechter, Robert Mateescu",http://arxiv.org/pdf/1212.2463v1,No journal ref found,none,cs.AI,Summary14921,1212.2469v1,2012-10-19T15:04:23Z,Using the structure of d-connecting paths as a qualitative measure of the strength of dependence,"Sanjay Chaudhari, Thomas S. Richardson",http://arxiv.org/pdf/1212.2469v1,No journal ref found,none,cs.AI,Summary14922,1212.2476v1,2012-10-19T15:06:19Z,Approximate Decomposition: A Method for Bounding and Estimating Probabilistic and Deterministic Queries,David Ephraim Larkin,http://arxiv.org/pdf/1212.2476v1,No journal ref found,none,cs.AI,Summary14923,1212.2481v1,2012-10-19T15:05:55Z,Monte-Carlo optimizations for resource allocation problems in stochastic network systems,"Milos Hauskrecht, Tomas Singliar",http://arxiv.org/pdf/1212.2481v1,No journal ref found,none,cs.AI,Summary14924,1212.2482v1,2012-10-19T15:05:51Z,Implementation and Comparison of Solution Methods for Decision Processes with Non-Markovian Rewards,"Charles Gretton, David Price, Sylvie Thiebaux",http://arxiv.org/pdf/1212.2482v1,No journal ref found,none,cs.AI,Summary14925,1212.2484v1,2012-10-19T15:05:42Z,Decision Making with Partially Consonant Belief Functions,"Phan H. Giang, Prakash P. Shenoy",http://arxiv.org/pdf/1212.2484v1,No journal ref found,none,cs.AI,Summary14926,1212.2486v1,2012-10-19T15:05:33Z,Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models,Brendan J. Frey,http://arxiv.org/pdf/1212.2486v1,No journal ref found,none,cs.AI,Summary14927,1212.2496v1,2012-10-19T15:07:32Z,An Axiomatic Approach to Robustness in Search Problems with Multiple Scenarios,"Patrice Perny, Olivier Spanjaard",http://arxiv.org/pdf/1212.2496v1,No journal ref found,none,cs.AI,Summary14928,1212.2497v1,2012-10-19T15:07:27Z,Solving MAP Exactly using Systematic Search,"James D. Park, Adnan Darwiche",http://arxiv.org/pdf/1212.2497v1,No journal ref found,none,cs.AI,Summary14929,1212.2501v1,2012-10-19T15:07:07Z,Dealing with uncertainty in fuzzy inductive reasoning methodology,"Francisco Mugica, Angela Nebot, Pilar Gomez",http://arxiv.org/pdf/1212.2501v1,No journal ref found,none,cs.AI,Summary14930,1212.2502v1,2012-10-19T15:07:02Z,Optimal Limited Contingency Planning,"Nicolas Meuleau, David Smith",http://arxiv.org/pdf/1212.2502v1,No journal ref found,none,cs.AI,Summary14931,1212.2505v1,2012-10-19T15:06:47Z,Systematic vs. Non-systematic Algorithms for Solving the MPE Task,"Radu Marinescu, Kalev Kask, Rina Dechter",http://arxiv.org/pdf/1212.2505v1,No journal ref found,none,cs.AI,Summary14932,1212.2507v1,2012-10-19T15:08:55Z,An Importance Sampling Algorithm Based on Evidence Pre-propagation,"Changhe Yuan, Marek J. Druzdzel",http://arxiv.org/pdf/1212.2507v1,No journal ref found,none,cs.AI,Summary14933,1212.2518v1,2012-10-19T15:08:10Z,Efficient Inference in Large Discrete Domains,"Rita Sharma, David L Poole",http://arxiv.org/pdf/1212.2518v1,No journal ref found,none,cs.AI,Summary14934,1212.2519v1,2012-10-19T15:08:01Z,CLP(BN): Constraint Logic Programming for Probabilistic Knowledge,"Vitor Santos Costa, David Page, Maleeha Qazi, James Cussens",http://arxiv.org/pdf/1212.2519v1,No journal ref found,none,cs.AI,Summary14935,1212.2614v1,2012-12-11T20:31:01Z,A Study on Fuzzy Systems,Michael Gr. Voskoglou,http://arxiv.org/pdf/1212.2614v1,"American Journal of Computational and Applied Mathematics, 2(5), 232-240, 2012",none,cs.AI,Summary14936,1212.2657v1,2012-12-11T21:47:26Z,Study: Symmetry breaking for ASP,Anna Ryabokon,http://arxiv.org/pdf/1212.2657v1,No journal ref found,none,cs.AI,Summary14937,1212.2671v1,2012-12-11T22:48:36Z,Performance Analysis of ANFIS in short term Wind Speed Prediction,"Ernesto Cortés Pérez, Ignacio Algredo-Badillo, Víctor Hugo García Rodríguez",http://arxiv.org/pdf/1212.2671v1,No journal ref found,none,cs.AI,Summary14938,1212.2857v2,2012-12-12T16:06:28Z,ConArg: a Tool to Solve (Weighted) Abstract Argumentation Frameworks with (Soft) Constraints,"Stefano Bistarelli, Francesco Santini",http://arxiv.org/pdf/1212.2857v2,No journal ref found,none,cs.AI,Summary14939,1212.2902v3,2012-12-12T17:58:01Z,Modeling in OWL 2 without Restrictions,"Michael Schneider, Sebastian Rudolph, Geoff Sutcliffe",http://arxiv.org/pdf/1212.2902v3,No journal ref found,none,cs.AI,Summary14940,1212.5276v1,2012-12-20T21:26:17Z,Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark,"Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant",http://arxiv.org/pdf/1212.5276v1,No journal ref found,none,cs.AI,Summary14941,1212.5776v2,2012-12-23T09:18:59Z,Improving problem solving by exploiting the concept of symmetry,"M. A. El-Dosuky, M. Z. Rashad, T. T. Hamza, A. H. EL-Bassiouny",http://arxiv.org/pdf/1212.5776v2,No journal ref found,none,cs.AI,Summary14942,1212.6207v1,2012-12-21T08:43:22Z,Irrespective Priority-Based Regular Properties of High-Intensity Virtual Environments,Kirill A. Sorudeykin,http://arxiv.org/pdf/1212.6207v1,"20th Telecommunications Forum TELFOR 2012, 2012, pp. 510-513",none,cs.AI,Summary14943,1212.6521v1,2012-12-28T14:23:02Z,A Frequency-Domain Encoding for Neuroevolution,"Jan Koutník, Juergen Schmidhuber, Faustino Gomez",http://arxiv.org/pdf/1212.6521v1,No journal ref found,none,cs.AI,Summary14944,1212.6550v1,2012-12-28T18:38:57Z,Alternating Directions Dual Decomposition,"Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing",http://arxiv.org/pdf/1212.6550v1,No journal ref found,none,cs.AI,Summary14945,1302.0216v2,2013-01-31T15:15:40Z,Comparison between the two definitions of AI,Dimiter Dobrev,http://arxiv.org/pdf/1302.0216v2,No journal ref found,none,cs.AI,Summary14946,1302.0334v1,2013-02-02T02:18:00Z,Class Algebra for Ontology Reasoning,"Daniel Buehrer, Chee-Hwa Lee",http://arxiv.org/pdf/1302.0334v1,"Proc. of TOOLS Asia 99 (Technology of Object-Oriented Languages and Systems, 1999 International Conference), IEEE Press",none,cs.AI,Summary14947,1302.1155v1,2013-02-05T19:11:59Z,"An Effective Procedure for Computing ""Uncomputable"" Functions",Kurt Ammon,http://arxiv.org/pdf/1302.1155v1,No journal ref found,none,cs.AI,Summary14948,1302.1334v1,2013-02-06T12:16:33Z,Principles of modal and vector theory of formal intelligence systems,Yuri Parzhin,http://arxiv.org/pdf/1302.1334v1,No journal ref found,none,cs.AI,Summary14949,1302.1520v1,2013-02-06T15:53:39Z,Bayes Networks for Sonar Sensor Fusion,"Ami Berler, Solomon Eyal Shimony",http://arxiv.org/pdf/1302.1520v1,No journal ref found,none,cs.AI,Summary14950,1302.1521v1,2013-02-06T15:53:45Z,Exploiting Uncertain and Temporal Information in Correlation,John Bigham,http://arxiv.org/pdf/1302.1521v1,No journal ref found,none,cs.AI,Summary14951,1302.1522v1,2013-02-06T15:53:51Z,Correlated Action Effects in Decision Theoretic Regression,Craig Boutilier,http://arxiv.org/pdf/1302.1522v1,No journal ref found,none,cs.AI,Summary14952,1302.1523v1,2013-02-06T15:53:56Z,Corporate Evidential Decision Making in Performance Prediction Domains,"Alex G. Buchner, Werner Dubitzky, Alfons Schuster, Philippe Lopes, Peter G. ODonoghue, John G. Hughes, David A. Bell, Kenny Adamson, John A. White, John M. C. C. Anderson, Maurice D. Mulvenna",http://arxiv.org/pdf/1302.1523v1,No journal ref found,none,cs.AI,Summary14953,1302.1524v1,2013-02-06T15:54:02Z,Algorithms for Learning Decomposable Models and Chordal Graphs,"Luis M. de Campos, Juan F. Huete",http://arxiv.org/pdf/1302.1524v1,No journal ref found,none,cs.AI,Summary14954,1302.1525v1,2013-02-06T15:54:07Z,"Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes","Anthony R. Cassandra, Michael L. Littman, Nevin Lianwen Zhang",http://arxiv.org/pdf/1302.1525v1,No journal ref found,none,cs.AI,Summary14955,1302.1526v1,2013-02-06T15:54:13Z,Defining Explanation in Probabilistic Systems,"Urszula Chajewska, Joseph Y. Halpern",http://arxiv.org/pdf/1302.1526v1,No journal ref found,none,cs.AI,Summary14956,1302.1527v1,2013-02-06T15:54:19Z,Structured Arc Reversal and Simulation of Dynamic Probabilistic Networks,"Adrian Y. W. Cheuk, Craig Boutilier",http://arxiv.org/pdf/1302.1527v1,No journal ref found,none,cs.AI,Summary14957,1302.1531v1,2013-02-06T15:54:41Z,Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions,Fabio Gagliardi Cozman,http://arxiv.org/pdf/1302.1531v1,No journal ref found,none,cs.AI,Summary14958,1302.1532v1,2013-02-06T15:54:47Z,A Standard Approach for Optimizing Belief Network Inference using Query DAGs,"Adnan Darwiche, Gregory M. Provan",http://arxiv.org/pdf/1302.1532v1,No journal ref found,none,cs.AI,Summary14959,1302.1533v1,2013-02-06T15:54:52Z,Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes,"Thomas L. Dean, Robert Givan, Sonia Leach",http://arxiv.org/pdf/1302.1533v1,No journal ref found,none,cs.AI,Summary14960,1302.1534v1,2013-02-06T15:54:58Z,A Scheme for Approximating Probabilistic Inference,"Rina Dechter, Irina Rish",http://arxiv.org/pdf/1302.1534v1,No journal ref found,none,cs.AI,Summary14961,1302.1535v1,2013-02-06T15:55:04Z,Myopic Value of Information in Influence Diagrams,"Soren L. Dittmer, Finn Verner Jensen",http://arxiv.org/pdf/1302.1535v1,No journal ref found,none,cs.AI,Summary14962,1302.1536v1,2013-02-06T15:55:09Z,Limitations of Skeptical Default Reasoning,Jens Doerpmund,http://arxiv.org/pdf/1302.1536v1,No journal ref found,none,cs.AI,Summary14963,1302.1537v1,2013-02-06T15:55:15Z,Decision-making Under Ordinal Preferences and Comparative Uncertainty,"Didier Dubois, Helene Fargier, Henri Prade",http://arxiv.org/pdf/1302.1537v1,No journal ref found,none,cs.AI,Summary14964,1302.1540v1,2013-02-06T15:55:32Z,The Complexity of Plan Existence and Evaluation in Probabilistic Domains,"Judy Goldsmith, Michael L. Littman, Martin Mundhenk",http://arxiv.org/pdf/1302.1540v1,No journal ref found,none,cs.AI,Summary14965,1302.1541v1,2013-02-06T15:55:37Z,Algorithm Portfolio Design: Theory vs. Practice,"Carla P. Gomes, Bart Selman",http://arxiv.org/pdf/1302.1541v1,No journal ref found,none,cs.AI,Summary14966,1302.1543v1,2013-02-06T15:55:49Z,Probability Update: Conditioning vs. Cross-Entropy,"Adam J. Grove, Joseph Y. Halpern",http://arxiv.org/pdf/1302.1543v1,No journal ref found,none,cs.AI,Summary14967,1302.1546v1,2013-02-06T15:56:12Z,Inference with Idempotent Valuations,"Luis D. Hernandez, Serafin Moral",http://arxiv.org/pdf/1302.1546v1,No journal ref found,none,cs.AI,Summary14968,1302.1548v1,2013-02-06T15:56:24Z,Time-Critical Reasoning: Representations and Application,"Eric J. Horvitz, Adam Seiver",http://arxiv.org/pdf/1302.1548v1,No journal ref found,none,cs.AI,Summary14969,1302.1550v1,2013-02-06T15:57:05Z,Relational Bayesian Networks,Manfred Jaeger,http://arxiv.org/pdf/1302.1550v1,No journal ref found,none,cs.AI,Summary14970,1302.1551v1,2013-02-06T15:57:13Z,Composition of Probability Measures on Finite Spaces,Radim Jirousek,http://arxiv.org/pdf/1302.1551v1,No journal ref found,none,cs.AI,Summary14971,1302.1553v1,2013-02-06T15:57:28Z,Nested Junction Trees,Uffe Kjærulff,http://arxiv.org/pdf/1302.1553v1,No journal ref found,none,cs.AI,Summary14972,1302.1554v1,2013-02-06T15:57:36Z,Object-Oriented Bayesian Networks,"Daphne Koller, Avi Pfeffer",http://arxiv.org/pdf/1302.1554v1,No journal ref found,none,cs.AI,Summary14973,1302.1555v1,2013-02-06T15:57:46Z,Nonuniform Dynamic Discretization in Hybrid Networks,"Alexander V. Kozlov, Daphne Koller",http://arxiv.org/pdf/1302.1555v1,No journal ref found,none,cs.AI,Summary14974,1302.1556v1,2013-02-06T15:57:52Z,Probabilistic Acceptance,Henry E. Kyburg Jr,http://arxiv.org/pdf/1302.1556v1,No journal ref found,none,cs.AI,Summary14975,1302.1557v1,2013-02-06T15:57:59Z,Network Fragments: Representing Knowledge for Constructing Probabilistic Models,"Kathryn Blackmond Laskey, Suzanne M. Mahoney",http://arxiv.org/pdf/1302.1557v1,No journal ref found,none,cs.AI,Summary14976,1302.1558v1,2013-02-06T15:58:06Z,Computational Advantages of Relevance Reasoning in Bayesian Belief Networks,"Yan Lin, Marek J. Druzdzel",http://arxiv.org/pdf/1302.1558v1,No journal ref found,none,cs.AI,Summary14977,1302.1560v1,2013-02-06T15:58:18Z,A Target Classification Decision Aid,Todd Michael Mansell,http://arxiv.org/pdf/1302.1560v1,No journal ref found,none,cs.AI,Summary14978,1302.1562v1,2013-02-06T15:58:30Z,Support and Plausibility Degrees in Generalized Functional Models,Paul-Andre Monney,http://arxiv.org/pdf/1302.1562v1,No journal ref found,none,cs.AI,Summary14979,1302.1563v1,2013-02-06T15:58:35Z,The Cognitive Processing of Causal Knowledge,"Scott B. Morris, Doug Cork, Richard E. Neapolitan",http://arxiv.org/pdf/1302.1563v1,No journal ref found,none,cs.AI,Summary14980,1302.1567v1,2013-02-06T15:58:57Z,Cost-Sharing in Bayesian Knowledge Bases,"Solomon Eyal Shimony, Carmel Domshlak, Eugene Santos Jr",http://arxiv.org/pdf/1302.1567v1,No journal ref found,none,cs.AI,Summary14981,1302.1569v1,2013-02-06T15:59:08Z,Sequential Thresholds: Context Sensitive Default Extensions,Choh Man Teng,http://arxiv.org/pdf/1302.1569v1,No journal ref found,none,cs.AI,Summary14982,1302.1570v1,2013-02-06T15:59:13Z,On Stable Multi-Agent Behavior in Face of Uncertainty,Moshe Tennenholtz,http://arxiv.org/pdf/1302.1570v1,No journal ref found,none,cs.AI,Summary14983,1302.1573v1,2013-02-06T15:59:30Z,Region-Based Approximations for Planning in Stochastic Domains,"Nevin Lianwen Zhang, Wenju Liu",http://arxiv.org/pdf/1302.1573v1,No journal ref found,none,cs.AI,Summary14984,1302.1574v1,2013-02-06T15:59:36Z,Independence of Causal Influence and Clique Tree Propagation,"Nevin Lianwen Zhang, Li Yan",http://arxiv.org/pdf/1302.1574v1,No journal ref found,none,cs.AI,Summary14985,1302.1575v1,2013-02-06T15:59:41Z,Fast Value Iteration for Goal-Directed Markov Decision Processes,"Nevin Lianwen Zhang, Weihong Zhang",http://arxiv.org/pdf/1302.1575v1,No journal ref found,none,cs.AI,Summary14986,1302.2056v1,2013-02-08T15:01:20Z,Complexity distribution of agent policies,Jose Hernandez-Orallo,http://arxiv.org/pdf/1302.2056v1,No journal ref found,none,cs.AI,Summary14987,1302.2465v2,2013-02-11T12:53:47Z,RIO: Minimizing User Interaction in Debugging of Knowledge Bases,"Patrick Rodler, Kostyantyn Shchekotykhin, Philipp Fleiss, Gerhard Friedrich",http://arxiv.org/pdf/1302.2465v2,No journal ref found,none,cs.AI,Summary14988,1302.3549v1,2013-02-13T14:11:19Z,An Algorithm for Finding Minimum d-Separating Sets in Belief Networks,"Silvia Acid, Luis M. de Campos",http://arxiv.org/pdf/1302.3549v1,No journal ref found,none,cs.AI,Summary14989,1302.3550v1,2013-02-13T14:11:25Z,Constraining Influence Diagram Structure by Generative Planning: An Application to the Optimization of Oil Spill Response,John Mark Agosta,http://arxiv.org/pdf/1302.3550v1,No journal ref found,none,cs.AI,Summary14990,1302.3551v1,2013-02-13T14:11:31Z,Inference Using Message Propagation and Topology Transformation in Vector Gaussian Continuous Networks,"Satnam Alag, Alice M. Agogino",http://arxiv.org/pdf/1302.3551v1,No journal ref found,none,cs.AI,Summary14991,1302.3552v1,2013-02-13T14:11:37Z,"A Structurally and Temporally Extended Bayesian Belief Network Model: Definitions, Properties, and Modeling Techniques","Constantin F. Aliferis, Gregory F. Cooper",http://arxiv.org/pdf/1302.3552v1,No journal ref found,none,cs.AI,Summary14992,1302.3553v1,2013-02-13T14:11:42Z,An Alternative Markov Property for Chain Graphs,"Steen A. Andersson, David Madigan, Michael D. Perlman",http://arxiv.org/pdf/1302.3553v1,No journal ref found,none,cs.AI,Summary14993,1302.3554v1,2013-02-13T14:11:48Z,Plan Development using Local Probabilistic Models,"Ella M. Atkins, Edmund H. Durfee, Kang G. Shin",http://arxiv.org/pdf/1302.3554v1,No journal ref found,none,cs.AI,Summary14994,1302.3555v1,2013-02-13T14:11:54Z,Entailment in Probability of Thresholded Generalizations,Donald Bamber,http://arxiv.org/pdf/1302.3555v1,No journal ref found,none,cs.AI,Summary14995,1302.3557v1,2013-02-13T14:12:06Z,Approximations for Decision Making in the Dempster-Shafer Theory of Evidence,Mathias Bauer,http://arxiv.org/pdf/1302.3557v1,No journal ref found,none,cs.AI,Summary14996,1302.3559v1,2013-02-13T14:12:18Z,Coping with the Limitations of Rational Inference in the Framework of Possibility Theory,"Salem Benferhat, Didier Dubois, Henri Prade",http://arxiv.org/pdf/1302.3559v1,No journal ref found,none,cs.AI,Summary14997,1302.3560v1,2013-02-13T14:12:23Z,Arguing for Decisions: A Qualitative Model of Decision Making,"Blai Bonet, Hector Geffner",http://arxiv.org/pdf/1302.3560v1,No journal ref found,none,cs.AI,Summary14998,1302.3562v1,2013-02-13T14:12:34Z,Context-Specific Independence in Bayesian Networks,"Craig Boutilier, Nir Friedman, Moises Goldszmidt, Daphne Koller",http://arxiv.org/pdf/1302.3562v1,No journal ref found,none,cs.AI,Summary14999,1302.3563v2,2013-02-13T14:12:40Z,Decision-Theoretic Troubleshooting: A Framework for Repair and Experiment,"John S. Breese, David Heckerman",http://arxiv.org/pdf/1302.3563v2,No journal ref found,none,cs.AI,Summary15000,1302.3568v1,2013-02-13T14:13:09Z,Independence with Lower and Upper Probabilities,Lonnie Chrisman,http://arxiv.org/pdf/1302.3568v1,No journal ref found,none,cs.AI,Summary15001,1302.3569v1,2013-02-13T14:13:15Z,Propagation of 2-Monotone Lower Probabilities on an Undirected Graph,Lonnie Chrisman,http://arxiv.org/pdf/1302.3569v1,No journal ref found,none,cs.AI,Summary15002,1302.3570v1,2013-02-13T14:13:21Z,Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem,"Fabio Gagliardi Cozman, Eric Krotkov",http://arxiv.org/pdf/1302.3570v1,No journal ref found,none,cs.AI,Summary15003,1302.3571v1,2013-02-13T14:13:27Z,Some Experiments with Real-Time Decision Algorithms,"Bruce DAmbrosio, Scott Burgess",http://arxiv.org/pdf/1302.3571v1,No journal ref found,none,cs.AI,Summary15004,1302.3572v1,2013-02-13T14:13:33Z,Bucket Elimination: A Unifying Framework for Several Probabilistic Inference,Rina Dechter,http://arxiv.org/pdf/1302.3572v1,No journal ref found,none,cs.AI,Summary15005,1302.3573v1,2013-02-13T14:13:38Z,Topological Parameters for Time-Space Tradeoff,Rina Dechter,http://arxiv.org/pdf/1302.3573v1,No journal ref found,none,cs.AI,Summary15006,1302.3574v1,2013-02-13T14:13:44Z,Sound Abstraction of Probabilistic Actions in The Constraint Mass Assignment Framework,"AnHai Doan, Peter Haddawy",http://arxiv.org/pdf/1302.3574v1,No journal ref found,none,cs.AI,Summary15007,1302.3575v1,2013-02-13T14:13:49Z,Belief Revision with Uncertain Inputs in the Possibilistic Setting,"Didier Dubois, Henri Prade",http://arxiv.org/pdf/1302.3575v1,No journal ref found,none,cs.AI,Summary15008,1302.3576v1,2013-02-13T14:13:55Z,An Evaluation of Structural Parameters for Probabilistic Reasoning: Results on Benchmark Circuits,"Yousri El Fattah, Rina Dechter",http://arxiv.org/pdf/1302.3576v1,No journal ref found,none,cs.AI,Summary15009,1302.3578v1,2013-02-13T14:14:08Z,A Qualitative Markov Assumption and its Implications for Belief Change,"Nir Friedman, Joseph Y. Halpern",http://arxiv.org/pdf/1302.3578v1,No journal ref found,none,cs.AI,Summary15010,1302.3581v1,2013-02-13T14:14:25Z,Theoretical Foundations for Abstraction-Based Probabilistic Planning,"Vu A. Ha, Peter Haddawy",http://arxiv.org/pdf/1302.3581v1,No journal ref found,none,cs.AI,Summary15011,1302.3582v1,2013-02-13T14:14:34Z,Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?,"Max Henrion, Malcolm Pradhan, Brendan del Favero, Kurt Huang, Gregory M. Provan, Paul ORorke",http://arxiv.org/pdf/1302.3582v1,No journal ref found,none,cs.AI,Summary15012,1302.3583v1,2013-02-13T14:14:40Z,Flexible Policy Construction by Information Refinement,"Michael C. Horsch, David L. Poole",http://arxiv.org/pdf/1302.3583v1,No journal ref found,none,cs.AI,Summary15013,1302.3584v1,2013-02-13T14:14:45Z,Efficient Search-Based Inference for Noisy-OR Belief Networks: TopEpsilon,"Kurt Huang, Max Henrion",http://arxiv.org/pdf/1302.3584v1,No journal ref found,none,cs.AI,Summary15014,1302.3585v1,2013-02-13T14:14:51Z,A Probabilistic Model For Sensor Validation,"Pablo H. Ibarguengoytia, Luis Enrique Sucar, Sunil Vadera",http://arxiv.org/pdf/1302.3585v1,No journal ref found,none,cs.AI,Summary15015,1302.3586v1,2013-02-13T14:14:57Z,Computing Upper and Lower Bounds on Likelihoods in Intractable Networks,"Tommi S. Jaakkola, Michael I. Jordan",http://arxiv.org/pdf/1302.3586v1,No journal ref found,none,cs.AI,Summary15016,1302.3587v1,2013-02-13T14:15:02Z,MIDAS - An Influence Diagram for Management of Mildew in Winter Wheat,"Allan Leck Jensen, Finn Verner Jensen",http://arxiv.org/pdf/1302.3587v1,No journal ref found,none,cs.AI,Summary15017,1302.3588v1,2013-02-13T14:15:08Z,Computational Complexity Reduction for BN2O Networks Using Similarity of States,"Alexander V. Kozlov, Jaswinder Pal Singh",http://arxiv.org/pdf/1302.3588v1,No journal ref found,none,cs.AI,Summary15018,1302.3589v1,2013-02-13T14:15:14Z,Uncertain Inferences and Uncertain Conclusions,Henry E. Kyburg Jr,http://arxiv.org/pdf/1302.3589v1,No journal ref found,none,cs.AI,Summary15019,1302.3591v1,2013-02-13T14:15:26Z,Network Engineering for Complex Belief Networks,"Suzanne M. Mahoney, Kathryn Blackmond Laskey",http://arxiv.org/pdf/1302.3591v1,No journal ref found,none,cs.AI,Summary15020,1302.3592v1,2013-02-13T14:15:32Z,Probabilistic Disjunctive Logic Programming,Liem Ngo,http://arxiv.org/pdf/1302.3592v1,No journal ref found,none,cs.AI,Summary15021,1302.3594v1,2013-02-13T14:15:44Z,Geometric Implications of the Naive Bayes Assumption,Mark Alan Peot,http://arxiv.org/pdf/1302.3594v1,No journal ref found,none,cs.AI,Summary15022,1302.3595v1,2013-02-13T14:15:49Z,Identifying Independencies in Causal Graphs with Feedback,"Judea Pearl, Rina Dechter",http://arxiv.org/pdf/1302.3595v1,No journal ref found,none,cs.AI,Summary15023,1302.3596v1,2013-02-13T14:15:55Z,A Graph-Theoretic Analysis of Information Value,"Kim-Leng Poh, Eric J. Horvitz",http://arxiv.org/pdf/1302.3596v1,No journal ref found,none,cs.AI,Summary15024,1302.3597v1,2013-02-13T14:16:00Z,"A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility",David L. Poole,http://arxiv.org/pdf/1302.3597v1,No journal ref found,none,cs.AI,Summary15025,1302.3598v1,2013-02-13T14:16:06Z,Optimal Monte Carlo Estimation of Belief Network Inference,"Malcolm Pradhan, Paul Dagum",http://arxiv.org/pdf/1302.3598v1,No journal ref found,none,cs.AI,Summary15026,1302.3599v1,2013-02-13T14:16:12Z,A Discovery Algorithm for Directed Cyclis Graphs,Thomas S. Richardson,http://arxiv.org/pdf/1302.3599v1,No journal ref found,none,cs.AI,Summary15027,1302.3600v1,2013-02-13T14:16:18Z,A Polynomial-Time Algorithm for Deciding Markov Equivalence of Directed Cyclic Graphical Models,Thomas S. Richardson,http://arxiv.org/pdf/1302.3600v1,No journal ref found,none,cs.AI,Summary15028,1302.3601v1,2013-02-13T14:16:23Z,Coherent Knowledge Processing at Maximum Entropy by SPIRIT,"Wilhelm Roedder, Carl-Heinz Meyer",http://arxiv.org/pdf/1302.3601v1,No journal ref found,none,cs.AI,Summary15029,1302.3602v1,2013-02-13T14:16:30Z,Sample-and-Accumulate Algorithms for Belief Updating in Bayes Networks,"Eugene Santos Jr., Solomon Eyal Shimony, Edward Williams",http://arxiv.org/pdf/1302.3602v1,No journal ref found,none,cs.AI,Summary15030,1302.3603v1,2013-02-13T14:16:35Z,A Measure of Decision Flexibility,"Ross D. Shachter, Marvin Mandelbaum",http://arxiv.org/pdf/1302.3603v1,No journal ref found,none,cs.AI,Summary15031,1302.3604v1,2013-02-13T14:16:41Z,Binary Join Trees,Prakash P. Shenoy,http://arxiv.org/pdf/1302.3604v1,No journal ref found,none,cs.AI,Summary15032,1302.3605v1,2013-02-13T14:16:47Z,Efficient Enumeration of Instantiations in Bayesian Networks,"Sampath Srinivas, Pandurang Nayak",http://arxiv.org/pdf/1302.3605v1,No journal ref found,none,cs.AI,Summary15033,1302.3606v1,2013-02-13T14:16:53Z,On Separation Criterion and Recovery Algorithm for Chain Graphs,Milan Studeny,http://arxiv.org/pdf/1302.3606v1,No journal ref found,none,cs.AI,Summary15034,1302.3607v1,2013-02-13T14:17:00Z,Possible World Partition Sequences: A Unifying Framework for Uncertain Reasoning,Choh Man Teng,http://arxiv.org/pdf/1302.3607v1,No journal ref found,none,cs.AI,Summary15035,1302.3608v1,2013-02-13T14:17:05Z,Supply Restoration in Power Distribution Systems - A Case Study in Integrating Model-Based Diagnosis and Repair Planning,"Sylvie Thiebaux, Marie-Odile Cordier, Olivier Jehl, Jean-Paul Krivine",http://arxiv.org/pdf/1302.3608v1,No journal ref found,none,cs.AI,Summary15036,1302.3609v1,2013-02-13T14:17:11Z,Real Time Estimation of Bayesian Networks,Robert L. Welch,http://arxiv.org/pdf/1302.3609v1,No journal ref found,none,cs.AI,Summary15037,1302.3610v1,2013-02-13T14:17:17Z,Testing Implication of Probabilistic Dependencies,Michael S. K. M. Wong,http://arxiv.org/pdf/1302.3610v1,No journal ref found,none,cs.AI,Summary15038,1302.3611v1,2013-02-13T14:17:23Z,Optimal Factory Scheduling using Stochastic Dominance A*,"Peter R. Wurman, Michael P. Wellman",http://arxiv.org/pdf/1302.3611v1,No journal ref found,none,cs.AI,Summary15039,1302.3612v1,2013-02-13T14:17:29Z,Critical Remarks on Single Link Search in Learning Belief Networks,"Yang Xiang, Michael S. K. M. Wong, N. Cercone",http://arxiv.org/pdf/1302.3612v1,No journal ref found,none,cs.AI,Summary15040,1302.4381v3,2013-02-18T18:33:47Z,Reasoning about Independence in Probabilistic Models of Relational Data,"Marc Maier, Katerina Marazopoulou, David Jensen",http://arxiv.org/pdf/1302.4381v3,No journal ref found,none,cs.AI,Summary15041,1302.4928v1,2013-02-20T15:18:51Z,Graphical Models for Preference and Utility,"Fahiem Bacchus, Adam J. Grove",http://arxiv.org/pdf/1302.4928v1,No journal ref found,none,cs.AI,Summary15042,1302.4929v1,2013-02-20T15:18:56Z,Counterfactuals and Policy Analysis in Structural Models,"Alexander Balke, Judea Pearl",http://arxiv.org/pdf/1302.4929v1,No journal ref found,none,cs.AI,Summary15043,1302.4930v1,2013-02-20T15:19:02Z,Belief Functions and Default Reasoning,"Salem Benferhat, Alessandro Saffiotti, Philippe Smets",http://arxiv.org/pdf/1302.4930v1,No journal ref found,none,cs.AI,Summary15044,1302.4932v1,2013-02-20T15:19:11Z,Automating Computer Bottleneck Detection with Belief Nets,"John S. Breese, Russ Blake",http://arxiv.org/pdf/1302.4932v1,No journal ref found,none,cs.AI,Summary15045,1302.4933v1,2013-02-20T15:19:16Z,Chain Graphs for Learning,Wray L. Buntine,http://arxiv.org/pdf/1302.4933v1,No journal ref found,none,cs.AI,Summary15046,1302.4934v1,2013-02-20T15:19:22Z,Error Estimation in Approximate Bayesian Belief Network Inference,"Enrique F. Castillo, Remco R. Bouckaert, Jose M. Sarabia, Cristina Solares",http://arxiv.org/pdf/1302.4934v1,No journal ref found,none,cs.AI,Summary15047,1302.4935v1,2013-02-20T15:19:27Z,Generating the Structure of a Fuzzy Rule under Uncertainty,"Juan Luis Castro, Jose Manuel Zurita",http://arxiv.org/pdf/1302.4935v1,No journal ref found,none,cs.AI,Summary15048,1302.4936v1,2013-02-20T15:19:32Z,Practical Model-Based Diagnosis with Qualitative Possibilistic Uncertainty,"Didier Cayrac, Didier Dubois, Henri Prade",http://arxiv.org/pdf/1302.4936v1,No journal ref found,none,cs.AI,Summary15049,1302.4937v1,2013-02-20T15:19:37Z,Decision Flexibility,"Tom Chavez, Ross D. Shachter",http://arxiv.org/pdf/1302.4937v1,No journal ref found,none,cs.AI,Summary15050,1302.4938v1,2013-02-20T15:19:42Z,A Transformational Characterization of Equivalent Bayesian Network Structures,David Maxwell Chickering,http://arxiv.org/pdf/1302.4938v1,No journal ref found,none,cs.AI,Summary15051,1302.4939v1,2013-02-20T15:19:47Z,Conditioning Methods for Exact and Approximate Inference in Causal Networks,Adnan Darwiche,http://arxiv.org/pdf/1302.4939v1,No journal ref found,none,cs.AI,Summary15052,1302.4940v1,2013-02-20T15:19:52Z,Independence Concepts for Convex Sets of Probabilities,"Luis M. de Campos, Serafin Moral",http://arxiv.org/pdf/1302.4940v1,No journal ref found,none,cs.AI,Summary15053,1302.4941v1,2013-02-20T15:19:57Z,Clustering Without (Thinking About) Triangulation,Denise L. Draper,http://arxiv.org/pdf/1302.4941v1,No journal ref found,none,cs.AI,Summary15054,1302.4942v1,2013-02-20T15:20:02Z,Implementation of Continuous Bayesian Networks Using Sums of Weighted Gaussians,"Eric Driver, Darryl Morrell",http://arxiv.org/pdf/1302.4942v1,No journal ref found,none,cs.AI,Summary15055,1302.4943v1,2013-02-20T15:20:07Z,Elicitation of Probabilities for Belief Networks: Combining Qualitative and Quantitative Information,"Marek J. Druzdzel, Linda C. van der Gaag",http://arxiv.org/pdf/1302.4943v1,No journal ref found,none,cs.AI,Summary15056,1302.4944v1,2013-02-20T15:20:13Z,Numerical Representations of Acceptance,"Didier Dubois, Henri Prade",http://arxiv.org/pdf/1302.4944v1,No journal ref found,none,cs.AI,Summary15057,1302.4945v1,2013-02-20T15:20:19Z,Fraud/Uncollectible Debt Detection Using a Bayesian Network Based Learning System: A Rare Binary Outcome with Mixed Data Structures,"Kazuo J. Ezawa, Til Schuermann",http://arxiv.org/pdf/1302.4945v1,No journal ref found,none,cs.AI,Summary15058,1302.4946v1,2013-02-20T15:20:24Z,A Constraint Satisfaction Approach to Decision under Uncertainty,"Helene Fargier, Jerome Lang, Roger Martin-Clouaire, Thomas Schiex",http://arxiv.org/pdf/1302.4946v1,No journal ref found,none,cs.AI,Summary15059,1302.4947v1,2013-02-20T15:20:29Z,Plausibility Measures: A Users Guide,"Nir Friedman, Joseph Y. Halpern",http://arxiv.org/pdf/1302.4947v1,No journal ref found,none,cs.AI,Summary15060,1302.4948v1,2013-02-20T15:20:35Z,Testing Identifiability of Causal Effects,"David Galles, Judea Pearl",http://arxiv.org/pdf/1302.4948v1,No journal ref found,none,cs.AI,Summary15061,1302.4950v1,2013-02-20T15:20:47Z,Fast Belief Update Using Order-of-Magnitude Probabilities,Moises Goldszmidt,http://arxiv.org/pdf/1302.4950v1,No journal ref found,none,cs.AI,Summary15062,1302.4951v1,2013-02-20T15:20:52Z,Transforming Prioritized Defaults and Specificity into Parallel Defaults,Benjamin N. Grosof,http://arxiv.org/pdf/1302.4951v1,No journal ref found,none,cs.AI,Summary15063,1302.4952v1,2013-02-20T15:20:57Z,Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis,"Peter Haddawy, AnHai Doan, Richard Goodwin",http://arxiv.org/pdf/1302.4952v1,No journal ref found,none,cs.AI,Summary15064,1302.4953v1,2013-02-20T15:21:03Z,Fuzzy Logic and Probability,"Petr Hajek, Lluis Godo, Francesc Esteva",http://arxiv.org/pdf/1302.4953v1,No journal ref found,none,cs.AI,Summary15065,1302.4954v1,2013-02-20T15:21:08Z,Probabilistic Temporal Reasoning with Endogenous Change,"Steve Hanks, David Madigan, Jonathan Gavrin",http://arxiv.org/pdf/1302.4954v1,No journal ref found,none,cs.AI,Summary15066,1302.4955v1,2013-02-20T15:21:13Z,Toward a Characterization of Uncertainty Measure for the Dempster-Shafer Theory,David Harmanec,http://arxiv.org/pdf/1302.4955v1,No journal ref found,none,cs.AI,Summary15067,1302.4956v2,2013-02-20T15:21:18Z,A Definition and Graphical Representation for Causality,"David Heckerman, Ross D. Shachter",http://arxiv.org/pdf/1302.4956v2,No journal ref found,none,cs.AI,Summary15068,1302.4957v1,2013-02-20T15:21:23Z,Learning Bayesian Networks: A Unification for Discrete and Gaussian Domains,"David Heckerman, Dan Geiger",http://arxiv.org/pdf/1302.4957v1,No journal ref found,none,cs.AI,Summary15069,1302.4958v2,2013-02-20T15:21:29Z,A Bayesian Approach to Learning Causal Networks,David Heckerman,http://arxiv.org/pdf/1302.4958v2,No journal ref found,none,cs.AI,Summary15070,1302.4959v1,2013-02-20T15:21:34Z,Display of Information for Time-Critical Decision Making,"Eric J. Horvitz, Matthew Barry",http://arxiv.org/pdf/1302.4959v1,No journal ref found,none,cs.AI,Summary15071,1302.4960v1,2013-02-20T15:21:39Z,"Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources","Eric J. Horvitz, Adrian Klein",http://arxiv.org/pdf/1302.4960v1,No journal ref found,none,cs.AI,Summary15072,1302.4961v1,2013-02-20T15:21:44Z,Improved Sampling for Diagnostic Reasoning in Bayesian Networks,Mark Hulme,http://arxiv.org/pdf/1302.4961v1,No journal ref found,none,cs.AI,Summary15073,1302.4962v1,2013-02-20T15:21:50Z,Cautious Propagation in Bayesian Networks,Finn Verner Jensen,http://arxiv.org/pdf/1302.4962v1,No journal ref found,none,cs.AI,Summary15074,1302.4963v1,2013-02-20T15:21:55Z,Information/Relevance Influence Diagrams,Ali Jenzarli,http://arxiv.org/pdf/1302.4963v1,No journal ref found,none,cs.AI,Summary15075,1302.4965v1,2013-02-20T15:22:06Z,Stochastic Simulation Algorithms for Dynamic Probabilistic Networks,"Keiji Kanazawa, Daphne Koller, Stuart Russell",http://arxiv.org/pdf/1302.4965v1,No journal ref found,none,cs.AI,Summary15076,1302.4966v1,2013-02-20T15:22:12Z,Probabilistic Exploration in Planning while Learning,Grigoris I. Karakoulas,http://arxiv.org/pdf/1302.4966v1,No journal ref found,none,cs.AI,Summary15077,1302.4967v1,2013-02-20T15:22:17Z,On the Detection of Conflicts in Diagnostic Bayesian Networks Using Abstraction,"Young-Gyun Kim, Marco Valtorta",http://arxiv.org/pdf/1302.4967v1,No journal ref found,none,cs.AI,Summary15078,1302.4968v1,2013-02-20T15:22:22Z,HUGS: Combining Exact Inference and Gibbs Sampling in Junction Trees,Uffe Kjærulff,http://arxiv.org/pdf/1302.4968v1,No journal ref found,none,cs.AI,Summary15079,1302.4969v1,2013-02-20T15:22:26Z,Sensitivities: An Alternative to Conditional Probabilities for Bayesian Belief Networks,"Alexander V. Kozlov, Jaswinder Pal Singh",http://arxiv.org/pdf/1302.4969v1,No journal ref found,none,cs.AI,Summary15080,1302.4970v1,2013-02-20T15:22:31Z,Is There a Role for Qualitative Risk Assessment?,"Paul J. Krause, John Fox, Philip Judson",http://arxiv.org/pdf/1302.4970v1,No journal ref found,none,cs.AI,Summary15081,1302.4971v1,2013-02-20T15:22:36Z,On the Complexity of Solving Markov Decision Problems,"Michael L. Littman, Thomas L. Dean, Leslie Pack Kaelbling",http://arxiv.org/pdf/1302.4971v1,No journal ref found,none,cs.AI,Summary15082,1302.4972v1,2013-02-20T15:22:41Z,Causal Inference and Causal Explanation with Background Knowledge,Christopher Meek,http://arxiv.org/pdf/1302.4972v1,No journal ref found,none,cs.AI,Summary15083,1302.4973v1,2013-02-20T15:22:46Z,Strong Completeness and Faithfulness in Bayesian Networks,Christopher Meek,http://arxiv.org/pdf/1302.4973v1,No journal ref found,none,cs.AI,Summary15084,1302.4974v1,2013-02-20T15:22:52Z,A Theoretical Framework for Context-Sensitive Temporal Probability Model Construction with Application to Plan Projection,"Liem Ngo, Peter Haddawy, James Helwig",http://arxiv.org/pdf/1302.4974v1,No journal ref found,none,cs.AI,Summary15085,1302.4975v1,2013-02-20T15:22:58Z,Refining Reasoning in Qualitative Probabilistic Networks,Simon Parsons,http://arxiv.org/pdf/1302.4975v1,No journal ref found,none,cs.AI,Summary15086,1302.4976v1,2013-02-20T15:23:04Z,On the Testability of Causal Models with Latent and Instrumental Variables,Judea Pearl,http://arxiv.org/pdf/1302.4976v1,No journal ref found,none,cs.AI,Summary15087,1302.4977v1,2013-02-20T15:23:09Z,Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables,"Judea Pearl, James M. Robins",http://arxiv.org/pdf/1302.4977v1,No journal ref found,none,cs.AI,Summary15088,1302.4978v1,2013-02-20T15:23:14Z,Exploiting the Rule Structure for Decision Making within the Independent Choice Logic,David L. Poole,http://arxiv.org/pdf/1302.4978v1,No journal ref found,none,cs.AI,Summary15089,1302.4979v1,2013-02-20T15:23:19Z,Abstraction in Belief Networks: The Role of Intermediate States in Diagnostic Reasoning,Gregory M. Provan,http://arxiv.org/pdf/1302.4979v1,No journal ref found,none,cs.AI,Summary15090,1302.4980v1,2013-02-20T15:23:24Z,"Accounting for Context in Plan Recognition, with Application to Traffic Monitoring","David V. Pynadath, Michael P. Wellman",http://arxiv.org/pdf/1302.4980v1,No journal ref found,none,cs.AI,Summary15091,1302.4981v1,2013-02-20T15:23:29Z,A New Pruning Method for Solving Decision Trees and Game Trees,Prakash P. Shenoy,http://arxiv.org/pdf/1302.4981v1,No journal ref found,none,cs.AI,Summary15092,1302.4982v1,2013-02-20T15:23:34Z,Directed Cyclic Graphical Representations of Feedback Models,Peter L. Spirtes,http://arxiv.org/pdf/1302.4982v1,No journal ref found,none,cs.AI,Summary15093,1302.4983v1,2013-02-20T15:23:38Z,Causal Inference in the Presence of Latent Variables and Selection Bias,"Peter L. Spirtes, Christopher Meek, Thomas S. Richardson",http://arxiv.org/pdf/1302.4983v1,No journal ref found,none,cs.AI,Summary15094,1302.4984v1,2013-02-20T15:23:43Z,Modeling Failure Priors and Persistence in Model-Based Diagnosis,Sampath Srinivas,http://arxiv.org/pdf/1302.4984v1,No journal ref found,none,cs.AI,Summary15095,1302.4985v1,2013-02-20T15:23:48Z,A Polynomial Algorithm for Computing the Optimal Repair Strategy in a System with Independent Component Failures,Sampath Srinivas,http://arxiv.org/pdf/1302.4985v1,No journal ref found,none,cs.AI,Summary15096,1302.4986v1,2013-02-20T15:23:54Z,Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-based Diagnosis,"Sampath Srinivas, Eric J. Horvitz",http://arxiv.org/pdf/1302.4986v1,No journal ref found,none,cs.AI,Summary15097,1302.4987v1,2013-02-20T15:24:00Z,Path Planning under Time-Dependent Uncertainty,"Michael P. Wellman, Matthew Ford, Kenneth Larson",http://arxiv.org/pdf/1302.4987v1,No journal ref found,none,cs.AI,Summary15098,1302.4988v1,2013-02-20T15:24:05Z,Defaults and Infinitesimals: Defeasible Inference by Nonarchimedean Entropy-Maximization,Emil Weydert,http://arxiv.org/pdf/1302.4988v1,No journal ref found,none,cs.AI,Summary15099,1302.4989v1,2013-02-20T15:24:11Z,An Order of Magnitude Calculus,Nic Wilson,http://arxiv.org/pdf/1302.4989v1,No journal ref found,none,cs.AI,Summary15100,1302.4990v1,2013-02-20T15:24:15Z,A Method for Implementing a Probabilistic Model as a Relational Database,"Michael S. K. M. Wong, C. J. Butz, Yang Xiang",http://arxiv.org/pdf/1302.4990v1,No journal ref found,none,cs.AI,Summary15101,1302.4991v1,2013-02-20T15:24:20Z,Optimization of Inter-Subnet Belief Updating in Multiply Sectioned Bayesian Networks,Yang Xiang,http://arxiv.org/pdf/1302.4991v1,No journal ref found,none,cs.AI,Summary15102,1302.4992v1,2013-02-20T15:24:26Z,Generating Explanations for Evidential Reasoning,"Hong Xu, Philippe Smets",http://arxiv.org/pdf/1302.4992v1,No journal ref found,none,cs.AI,Summary15103,1302.4993v1,2013-02-20T15:24:30Z,Inference with Causal Independence in the CPSC Network,Nevin Lianwen Zhang,http://arxiv.org/pdf/1302.4993v1,No journal ref found,none,cs.AI,Summary15104,1302.5417v1,2013-02-21T09:19:11Z,An Ontology Construction Approach for the Domain Of Poultry Science Using Protege,"P. Kalaivani, A. Anandaraj, K. Raja",http://arxiv.org/pdf/1302.5417v1,"International Journal of Information Technology and Management Sciences / Volume 1, Issue 2, 2011, ISSN:2231-6752",none,cs.AI,Summary15105,1302.5824v1,2013-02-23T16:34:35Z,Measuring Visual Complexity of Cluster-Based Visualizations,"B. Duffy, A. Dasgupta, R. Kosara, S. Walton, M. Chen",http://arxiv.org/pdf/1302.5824v1,No journal ref found,none,cs.AI,Summary15106,1302.6214v1,2013-02-25T20:15:06Z,Modification of conceptual clustering algorithm Cobweb for numerical data using fuzzy membership function,"A. V. Korobeynikov, I. I. Islamgaliev",http://arxiv.org/pdf/1302.6214v1,No journal ref found,none,cs.AI,Summary15107,1302.6442v1,2013-02-26T14:24:36Z,A Modelling Approach Based on Fuzzy Agents,Alain-Jérôme Fougères,http://arxiv.org/pdf/1302.6442v1,IJCSI-2012-9-6-4655,none,cs.AI,Summary15108,1302.6779v1,2013-02-27T14:13:16Z,An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief Networks Usin,"Constantin F. Aliferis, Gregory F. Cooper",http://arxiv.org/pdf/1302.6779v1,No journal ref found,none,cs.AI,Summary15109,1302.6780v1,2013-02-27T14:13:22Z,Probabilistic Constraint Satisfaction with Non-Gaussian Noise,"Russ B. Altman, Cheng C. Chen, William B. Poland, Jaswinder Pal Singh",http://arxiv.org/pdf/1302.6780v1,No journal ref found,none,cs.AI,Summary15110,1302.6781v1,2013-02-27T14:13:31Z,A Bayesian Method Reexamined,Derek D. Ayers,http://arxiv.org/pdf/1302.6781v1,No journal ref found,none,cs.AI,Summary15111,1302.6782v1,2013-02-27T14:13:37Z,Laplaces Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables,"Adriano Azevedo-Filho, Ross D. Shachter",http://arxiv.org/pdf/1302.6782v1,No journal ref found,none,cs.AI,Summary15112,1302.6783v1,2013-02-27T14:13:44Z,Generating New Beliefs From Old,"Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller",http://arxiv.org/pdf/1302.6783v1,No journal ref found,none,cs.AI,Summary15113,1302.6784v1,2013-02-27T14:13:50Z,"Counterfactual Probabilities: Computational Methods, Bounds and Applications","Alexander Balke, Judea Pearl",http://arxiv.org/pdf/1302.6784v1,No journal ref found,none,cs.AI,Summary15114,1302.6786v1,2013-02-27T14:13:56Z,Modus Ponens Generating Function in the Class of ^-valuations of Plausibility,Ildar Z. Batyrshin,http://arxiv.org/pdf/1302.6786v1,No journal ref found,none,cs.AI,Summary15115,1302.6788v1,2013-02-27T14:14:08Z,Possibility and Necessity Functions over Non-classical Logics,"Philippe Besnard, Jerome Lang",http://arxiv.org/pdf/1302.6788v1,No journal ref found,none,cs.AI,Summary15116,1302.6789v1,2013-02-27T14:14:14Z,Exploratory Model Building,Raj Bhatnagar,http://arxiv.org/pdf/1302.6789v1,No journal ref found,none,cs.AI,Summary15117,1302.6791v1,2013-02-27T14:14:26Z,Planning with External Events,Jim S. Blythe,http://arxiv.org/pdf/1302.6791v1,No journal ref found,none,cs.AI,Summary15118,1302.6792v1,2013-02-27T14:14:31Z,Properties of Bayesian Belief Network Learning Algorithms,Remco R. Bouckaert,http://arxiv.org/pdf/1302.6792v1,No journal ref found,none,cs.AI,Summary15119,1302.6793v1,2013-02-27T14:14:37Z,A Stratified Simulation Scheme for Inference in Bayesian Belief Networks,Remco R. Bouckaert,http://arxiv.org/pdf/1302.6793v1,No journal ref found,none,cs.AI,Summary15120,1302.6794v1,2013-02-27T14:14:43Z,Efficient Estimation of the Value of Information in Monte Carlo Models,"Tom Chavez, Max Henrion",http://arxiv.org/pdf/1302.6794v1,No journal ref found,none,cs.AI,Summary15121,1302.6795v1,2013-02-27T14:14:49Z,Symbolic Probabilitistic Inference in Large BN2O Networks,Bruce DAmbrosio,http://arxiv.org/pdf/1302.6795v1,No journal ref found,none,cs.AI,Summary15122,1302.6796v1,2013-02-27T14:14:55Z,Action Networks: A Framework for Reasoning about Actions and Change under Uncertainty,"Adnan Darwiche, Moises Goldszmidt",http://arxiv.org/pdf/1302.6796v1,No journal ref found,none,cs.AI,Summary15123,1302.6797v1,2013-02-27T14:15:01Z,On the Relation between Kappa Calculus and Probabilistic Reasoning,"Adnan Darwiche, Moises Goldszmidt",http://arxiv.org/pdf/1302.6797v1,No journal ref found,none,cs.AI,Summary15124,1302.6798v1,2013-02-27T14:15:07Z,"A Structured, Probabilistic Representation of Action","Ron Davidson, Michael R. Fehling",http://arxiv.org/pdf/1302.6798v1,No journal ref found,none,cs.AI,Summary15125,1302.6799v1,2013-02-27T14:15:13Z,Integrating Planning and Execution in Stochastic Domains,"Richard Dearden, Craig Boutilier",http://arxiv.org/pdf/1302.6799v1,No journal ref found,none,cs.AI,Summary15126,1302.6800v1,2013-02-27T14:15:20Z,Localized Partial Evaluation of Belief Networks,"Denise L. Draper, Steve Hanks",http://arxiv.org/pdf/1302.6800v1,No journal ref found,none,cs.AI,Summary15127,1302.6801v1,2013-02-27T14:15:26Z,A Probabilistic Model of Action for Least-Commitment Planning with Information Gather,"Denise L. Draper, Steve Hanks, Daniel Weld",http://arxiv.org/pdf/1302.6801v1,No journal ref found,none,cs.AI,Summary15128,1302.6802v1,2013-02-27T14:15:32Z,Some Properties of Joint Probability Distributions,Marek J. Druzdzel,http://arxiv.org/pdf/1302.6802v1,No journal ref found,none,cs.AI,Summary15129,1302.6803v1,2013-02-27T14:15:38Z,An Ordinal View of Independence with Application to Plausible Reasoning,"Didier Dubois, Luis Farinas del Cerro, Andreas Herzig, Henri Prade",http://arxiv.org/pdf/1302.6803v1,No journal ref found,none,cs.AI,Summary15130,1302.6804v1,2013-02-27T14:15:44Z,Penalty logic and its Link with Dempster-Shafer Theory,"Florence Dupin de Saint-Cyr, Jerome Lang, Thomas Schiex",http://arxiv.org/pdf/1302.6804v1,No journal ref found,none,cs.AI,Summary15131,1302.6805v1,2013-02-27T14:15:51Z,Value of Evidence on Influence Diagrams,Kazuo J. Ezawa,http://arxiv.org/pdf/1302.6805v1,No journal ref found,none,cs.AI,Summary15132,1302.6806v1,2013-02-27T14:15:56Z,Conditional Independence in Possibility Theory,Pascale Fonck,http://arxiv.org/pdf/1302.6806v1,No journal ref found,none,cs.AI,Summary15133,1302.6807v1,2013-02-27T14:16:02Z,Backward Simulation in Bayesian Networks,"Robert Fung, Brendan del Favero",http://arxiv.org/pdf/1302.6807v1,No journal ref found,none,cs.AI,Summary15134,1302.6809v1,2013-02-27T14:16:13Z,On Testing Whether an Embedded Bayesian Network Represents a Probability Model,"Dan Geiger, Azaria Paz, Judea Pearl",http://arxiv.org/pdf/1302.6809v1,No journal ref found,none,cs.AI,Summary15135,1302.6810v1,2013-02-27T14:16:19Z,Epsilon-Safe Planning,"Robert P. Goldman, Mark S. Boddy",http://arxiv.org/pdf/1302.6810v1,No journal ref found,none,cs.AI,Summary15136,1302.6811v1,2013-02-27T14:16:25Z,Generating Bayesian Networks from Probability Logic Knowledge Bases,Peter Haddawy,http://arxiv.org/pdf/1302.6811v1,No journal ref found,none,cs.AI,Summary15137,1302.6812v1,2013-02-27T14:16:31Z,Abstracting Probabilistic Actions,"Peter Haddawy, AnHai Doan",http://arxiv.org/pdf/1302.6812v1,No journal ref found,none,cs.AI,Summary15138,1302.6814v2,2013-02-27T14:16:44Z,A New Look at Causal Independence,"David Heckerman, John S. Breese",http://arxiv.org/pdf/1302.6814v2,No journal ref found,none,cs.AI,Summary15139,1302.6815v2,2013-02-27T14:16:50Z,Learning Bayesian Networks: The Combination of Knowledge and Statistical Data,"David Heckerman, Dan Geiger, David Maxwell Chickering",http://arxiv.org/pdf/1302.6815v2,No journal ref found,none,cs.AI,Summary15140,1302.6816v2,2013-02-27T14:16:56Z,A Decision-Based View of Causality,"David Heckerman, Ross D. Shachter",http://arxiv.org/pdf/1302.6816v2,No journal ref found,none,cs.AI,Summary15141,1302.6817v1,2013-02-27T14:17:01Z,Probabilistic Description Logics,Jochen Heinsohn,http://arxiv.org/pdf/1302.6817v1,No journal ref found,none,cs.AI,Summary15142,1302.6818v1,2013-02-27T14:17:07Z,An Experimental Comparison of Numerical and Qualitative Probabilistic Reasoning,"Max Henrion, Gregory M. Provan, Brendan del Favero, Gillian Sanders",http://arxiv.org/pdf/1302.6818v1,No journal ref found,none,cs.AI,Summary15143,1302.6819v1,2013-02-27T14:17:13Z,An Alternative Proof Method for Possibilistic Logic and its Application to Terminological Logics,Bernhard Hollunder,http://arxiv.org/pdf/1302.6819v1,No journal ref found,none,cs.AI,Summary15144,1302.6820v1,2013-02-27T14:17:19Z,Possibilistic Conditioning and Propagation,Yen-Teh Hsia,http://arxiv.org/pdf/1302.6820v1,No journal ref found,none,cs.AI,Summary15145,1302.6821v1,2013-02-27T14:17:25Z,The Automated Mapping of Plans for Plan Recognition,"Marcus J. Huber, Edmund H. Durfee, Michael P. Wellman",http://arxiv.org/pdf/1302.6821v1,No journal ref found,none,cs.AI,Summary15146,1302.6822v1,2013-02-27T14:17:31Z,A Logic for Default Reasoning About Probabilities,Manfred Jaeger,http://arxiv.org/pdf/1302.6822v1,No journal ref found,none,cs.AI,Summary15147,1302.6823v1,2013-02-27T14:17:36Z,Optimal Junction Trees,"Finn Verner Jensen, Frank Jensen",http://arxiv.org/pdf/1302.6823v1,No journal ref found,none,cs.AI,Summary15148,1302.6824v1,2013-02-27T14:17:42Z,From Influence Diagrams to Junction Trees,"Frank Jensen, Finn Verner Jensen, Soren L. Dittmer",http://arxiv.org/pdf/1302.6824v1,No journal ref found,none,cs.AI,Summary15149,1302.6825v1,2013-02-27T14:17:48Z,Reduction of Computational Complexity in Bayesian Networks through Removal of Weak Dependencies,Uffe Kjærulff,http://arxiv.org/pdf/1302.6825v1,No journal ref found,none,cs.AI,Summary15150,1302.6826v1,2013-02-27T14:17:54Z,Using New Data to Refine a Bayesian Network,"Wai Lam, Fahiem Bacchus",http://arxiv.org/pdf/1302.6826v1,No journal ref found,none,cs.AI,Summary15151,1302.6827v1,2013-02-27T14:18:00Z,Syntax-based Default Reasoning as Probabilistic Model-based Diagnosis,Jerome Lang,http://arxiv.org/pdf/1302.6827v1,No journal ref found,none,cs.AI,Summary15152,1302.6829v1,2013-02-27T14:18:12Z,Fuzzy Geometric Relations to Represent Hierarchical Spatial Information,"Stephane Lapointe, Rene Proulx",http://arxiv.org/pdf/1302.6829v1,No journal ref found,none,cs.AI,Summary15153,1302.6830v1,2013-02-27T14:18:18Z,Constructing Belief Networks to Evaluate Plans,"Paul E. Lehner, Christopher Elsaesser, Scott A. Musman",http://arxiv.org/pdf/1302.6830v1,No journal ref found,none,cs.AI,Summary15154,1302.6831v1,2013-02-27T14:18:23Z,Operator Selection While Planning Under Uncertainty,"Todd Michael Mansell, Grahame Smith",http://arxiv.org/pdf/1302.6831v1,No journal ref found,none,cs.AI,Summary15155,1302.6832v1,2013-02-27T14:18:29Z,Model-Based Diagnosis with Qualitative Temporal Uncertainty,"Wolfgang Nejdl, Johann Gamper",http://arxiv.org/pdf/1302.6832v1,No journal ref found,none,cs.AI,Summary15156,1302.6833v1,2013-02-27T14:18:35Z,Incremental Dynamic Construction of Layered Polytree Networks,"Keung-Chi Ng, Tod S. Levitt",http://arxiv.org/pdf/1302.6833v1,No journal ref found,none,cs.AI,Summary15157,1302.6835v1,2013-02-27T14:18:47Z,A Probabilistic Calculus of Actions,Judea Pearl,http://arxiv.org/pdf/1302.6835v1,No journal ref found,none,cs.AI,Summary15158,1302.6836v1,2013-02-27T14:18:53Z,Robust Planning in Uncertain Environments,"Stephen G. Pimentel, Lawrence M. Brem",http://arxiv.org/pdf/1302.6836v1,No journal ref found,none,cs.AI,Summary15159,1302.6837v1,2013-02-27T14:18:58Z,Anytime Decision Making with Imprecise Probabilities,Michael Pittarelli,http://arxiv.org/pdf/1302.6837v1,No journal ref found,none,cs.AI,Summary15160,1302.6839v1,2013-02-27T14:19:10Z,Knowledge Engineering for Large Belief Networks,"Malcolm Pradhan, Gregory M. Provan, Blackford Middleton, Max Henrion",http://arxiv.org/pdf/1302.6839v1,No journal ref found,none,cs.AI,Summary15161,1302.6840v1,2013-02-27T14:19:16Z,Solving Asymmetric Decision Problems with Influence Diagrams,"Runping Qi, Nevin Lianwen Zhang, David L. Poole",http://arxiv.org/pdf/1302.6840v1,No journal ref found,none,cs.AI,Summary15162,1302.6841v1,2013-02-27T14:19:22Z,Belief Maintenance in Bayesian Networks,"Marco Ramoni, Alberto Riva",http://arxiv.org/pdf/1302.6841v1,No journal ref found,none,cs.AI,Summary15163,1302.6842v1,2013-02-27T14:19:28Z,Belief Updating by Enumerating High-Probability Independence-Based Assignments,"Eugene Santos Jr., Solomon Eyal Shimony",http://arxiv.org/pdf/1302.6842v1,No journal ref found,none,cs.AI,Summary15164,1302.6843v1,2013-02-27T14:19:34Z,Global Conditioning for Probabilistic Inference in Belief Networks,"Ross D. Shachter, Stig K. Andersen, Peter Szolovits",http://arxiv.org/pdf/1302.6843v1,No journal ref found,none,cs.AI,Summary15165,1302.6844v1,2013-02-27T14:19:41Z,Belief Induced by the Partial Knowledge of the Probabilities,Philippe Smets,http://arxiv.org/pdf/1302.6844v1,No journal ref found,none,cs.AI,Summary15166,1302.6845v1,2013-02-27T14:19:46Z,Ignorance and the Expressiveness of Single- and Set-Valued Probability Models of Belief,Paul Snow,http://arxiv.org/pdf/1302.6845v1,No journal ref found,none,cs.AI,Summary15167,1302.6846v1,2013-02-27T14:19:52Z,A Probabilistic Approach to Hierarchical Model-based Diagnosis,Sampath Srinivas,http://arxiv.org/pdf/1302.6846v1,No journal ref found,none,cs.AI,Summary15168,1302.6847v1,2013-02-27T14:19:58Z,Semigraphoids Are Two-Antecedental Approximations of Stochastic Conditional Independence Models,Milan Studeny,http://arxiv.org/pdf/1302.6847v1,No journal ref found,none,cs.AI,Summary15169,1302.6848v1,2013-02-27T14:20:04Z,Exceptional Subclasses in Qualitative Probability,Sek-Wah Tan,http://arxiv.org/pdf/1302.6848v1,No journal ref found,none,cs.AI,Summary15170,1302.6849v1,2013-02-27T14:20:10Z,A Defect in Dempster-Shafer Theory,Pei Wang,http://arxiv.org/pdf/1302.6849v1,No journal ref found,none,cs.AI,Summary15171,1302.6850v1,2013-02-27T14:20:17Z,State-space Abstraction for Anytime Evaluation of Probabilistic Networks,"Michael P. Wellman, Chao-Lin Liu",http://arxiv.org/pdf/1302.6850v1,No journal ref found,none,cs.AI,Summary15172,1302.6851v1,2013-02-27T14:20:23Z,General Belief Measures,Emil Weydert,http://arxiv.org/pdf/1302.6851v1,No journal ref found,none,cs.AI,Summary15173,1302.6852v1,2013-02-27T14:20:29Z,Generating Graphoids from Generalised Conditional Probability,Nic Wilson,http://arxiv.org/pdf/1302.6852v1,No journal ref found,none,cs.AI,Summary15174,1302.6853v1,2013-02-27T14:20:35Z,On Axiomatization of Probabilistic Conditional Independencies,"Michael S. K. M. Wong, Z. W. Wang",http://arxiv.org/pdf/1302.6853v1,No journal ref found,none,cs.AI,Summary15175,1302.6854v1,2013-02-27T14:20:41Z,Evidential Reasoning with Conditional Belief Functions,"Hong Xu, Philippe Smets",http://arxiv.org/pdf/1302.6854v1,No journal ref found,none,cs.AI,Summary15176,1302.6855v1,2013-02-27T14:20:47Z,Inter-causal Independence and Heterogeneous Factorization,"Nevin Lianwen Zhang, David L Poole",http://arxiv.org/pdf/1302.6855v1,No journal ref found,none,cs.AI,Summary15177,0708.4311v1,2007-08-31T11:12:26Z,2006: Celebrating 75 years of AI - History and Outlook: the Next 25 Years,Juergen Schmidhuber,http://arxiv.org/pdf/0708.4311v1,No journal ref found,none,cs.AI,Summary15178,0910.1014v2,2009-10-06T14:19:56Z,Building upon Fast Multipole Methods to Detect and Model Organizations,"Pierrick Tranouez, Antoine Dutot",http://arxiv.org/pdf/0910.1014v2,"DCDIS Series B: Applications & Algorithms 16, 4 (2009) 489 - 500",none,cs.AI,Summary15179,0910.1026v1,2009-10-06T14:41:57Z,A multiagent urban traffic simulation. Part II: dealing with the extraordinary,"Eric Daudé, Pierrick Tranouez, Patrice Langlois",http://arxiv.org/pdf/0910.1026v1,"ICCSA 2009, France (2009)",none,cs.AI,Summary15180,0910.1238v1,2009-10-07T12:36:40Z,A Local Search Modeling for Constrained Optimum Paths Problems (Extended Abstract),"Quang Dung Pham, Yves Deville, Pascal Van Hentenryck",http://arxiv.org/pdf/0910.1238v1,"EPTCS 5, 2009, pp. 5-11",none,cs.AI,Summary15181,0910.1239v1,2009-10-07T12:50:34Z,Dynamic Demand-Capacity Balancing for Air Traffic Management Using Constraint-Based Local Search: First Results,"Farshid Hassani Bijarbooneh, Pierre Flener, Justin Pearson",http://arxiv.org/pdf/0910.1239v1,"EPTCS 5, 2009, pp. 27-40",none,cs.AI,Summary15182,0910.1244v1,2009-10-07T16:08:44Z,On Improving Local Search for Unsatisfiability,"David Pereira, Inês Lynce, Steven Prestwich",http://arxiv.org/pdf/0910.1244v1,"EPTCS 5, 2009, pp. 41-53",none,cs.AI,Summary15183,0910.1247v1,2009-10-07T16:06:29Z,Integrating Conflict Driven Clause Learning to Local Search,"Gilles Audenard, Jean-Marie Lagniez, Bertrand Mazure, Lakhdar Saïs",http://arxiv.org/pdf/0910.1247v1,"EPTCS 5, 2009, pp. 55-68",none,cs.AI,Summary15184,0910.1253v1,2009-10-07T13:17:36Z,A Constraint-directed Local Search Approach to Nurse Rostering Problems,"Fang He, Rong Qu",http://arxiv.org/pdf/0910.1253v1,"EPTCS 5, 2009, pp. 69-80",none,cs.AI,Summary15185,0910.1255v1,2009-10-07T13:22:22Z,Sonet Network Design Problems,"Marie Pelleau, Pascal Van Hentenryck, Charlotte Truchet",http://arxiv.org/pdf/0910.1255v1,"EPTCS 5, 2009, pp. 81-95",none,cs.AI,Summary15186,0910.1264v1,2009-10-07T13:44:11Z,Parallel local search for solving Constraint Problems on the Cell Broadband Engine (Preliminary Results),"Salvator Abreu, Daniel Diaz, Philippe Codognet",http://arxiv.org/pdf/0910.1264v1,"EPTCS 5, 2009, pp. 97-111",none,cs.AI,Summary15187,0910.1266v1,2009-10-07T13:49:26Z,Toward an automaton Constraint for Local Search,"Jun He, Pierre Flener, Justin Pearson",http://arxiv.org/pdf/0910.1266v1,"EPTCS 5, 2009, pp. 13-25",none,cs.AI,Summary15188,0910.1404v1,2009-10-08T06:27:26Z,Proceedings 6th International Workshop on Local Search Techniques in Constraint Satisfaction,"Yves Deville, Christine Solnon",http://arxiv.org/pdf/0910.1404v1,"EPTCS 5, 2009",none,cs.AI,Summary15189,0910.1433v1,2009-10-08T07:53:27Z,Tracking objects type changes with fuzzy based fusion rule,"Albena Tchamova, Jean Dezert, Florentin Smarandache",http://arxiv.org/pdf/0910.1433v1,"First International Conference on Modelling and Development of Intelligent Systems, Sibiu : Romania (2009)",none,cs.AI,Summary15190,0910.2217v1,2009-10-12T19:10:58Z,Finite element model selection using Particle Swarm Optimization,"Linda Mthembu, Tshilidzi Marwala, Michael I. Friswell, Sondipon Adhikari",http://arxiv.org/pdf/0910.2217v1,No journal ref found,none,cs.AI,Summary15191,0910.3485v1,2009-10-19T09:09:43Z,A Fuzzy Petri Nets Model for Computing With Words,"Yongzhi Cao, Guoqing Chen",http://arxiv.org/pdf/0910.3485v1,"IEEE Trans. Fuzzy Syst., vol. 18, no. 3, pp. 486-499, 2010",none,cs.AI,Summary15192,1002.0102v5,2010-01-31T02:38:07Z,$α$-Discounting Multi-Criteria Decision Making ($α$-D MCDM),Florentin Smarandache,http://arxiv.org/pdf/1002.0102v5,"Proceedings of Fusion 2010 International Conference, Edinburgh, Scotland, 26-29 July, 2010",none,cs.AI,Summary15193,1002.0136v1,2010-01-31T15:46:56Z,Dominion -- A constraint solver generator,Lars Kotthoff,http://arxiv.org/pdf/1002.0136v1,No journal ref found,none,cs.AI,Summary15194,1002.0177v1,2010-02-01T04:07:34Z,Logical Evaluation of Consciousness: For Incorporating Consciousness into Machine Architecture,"C. N. Padhy, R. R. Panda",http://arxiv.org/pdf/1002.0177v1,No journal ref found,none,cs.AI,Summary15195,1002.0449v2,2010-02-02T10:54:30Z,Some improved results on communication between information systems,"Ping Zhu, Qiaoyan Wen",http://arxiv.org/pdf/1002.0449v2,"Information Sciences, 180(18): 3521-3531, 2010",none,cs.AI,Summary15196,1002.0908v1,2010-02-04T07:09:46Z,Homomorphisms between fuzzy information systems revisited,"Ping Zhu, Qiaoyan Wen",http://arxiv.org/pdf/1002.0908v1,"Applied Mathematics Letters, 24(9): 1548-1553, 2011",none,cs.AI,Summary15197,1002.1157v1,2010-02-05T09:02:54Z,Establishment of Relationships between Material Design and Product Design Domains by Hybrid FEM-ANN Technique,"K. Soorya Prakash, S. S. Mohamed Nazirudeen, M. Joseph Malvin Raj",http://arxiv.org/pdf/1002.1157v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 1, January 2010, http://ijcsi.org/articles/Establishment-of-Relationships-between-Material-Design-and-Product-Design-Domains-by-Hybrid-FEM-ANN-Technique.php",none,cs.AI,Summary15198,1002.2202v1,2010-02-10T20:21:52Z,Modeling of Human Criminal Behavior using Probabilistic Networks,"Ramesh Kumar Gopala Pillai, Dr. Ramakanth Kumar . P",http://arxiv.org/pdf/1002.2202v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 216-219, January 2010, USA",none,cs.AI,Summary15199,1002.2897v1,2010-02-15T15:47:29Z,Model-Driven Constraint Programming,"Raphael Chenouard, Laurent Granvilliers, Ricardo Soto",http://arxiv.org/pdf/1002.2897v1,"International Conference on Principles and Practice of Declarative Programming, Valence : Spain (2008)",none,cs.AI,Summary15200,1002.3023v1,2010-02-16T07:26:48Z,Rewriting Constraint Models with Metamodels,"Raphael Chenouard, Laurent Granvilliers, Ricardo Soto",http://arxiv.org/pdf/1002.3023v1,"The eight symposium on abstraction, reformulation, and approximation, Lake Arrowhead : United States (2009)",none,cs.AI,Summary15201,1002.3078v1,2010-02-16T13:09:07Z,Using ATL to define advanced and flexible constraint model transformations,"Raphael Chenouard, Laurent Granvilliers, Ricardo Soto",http://arxiv.org/pdf/1002.3078v1,"MtATL2009, Nantes : France (2009)",none,cs.AI,Summary15202,1002.4522v1,2010-02-24T11:11:52Z,Feature Importance in Bayesian Assessment of Newborn Brain Maturity from EEG,"L. Jakaite, V. Schetinin, C. Maple",http://arxiv.org/pdf/1002.4522v1,"Proceedings of the 9th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED), University of Cambridge, UK, 2010, edited by L. A. Zadeh et al, pp 191 - 195",none,cs.AI,Summary15203,1104.0843v3,2011-04-05T13:25:43Z,Phase Transitions in Knowledge Compilation: an Experimental Study,"Jian Gao, Minghao Yin, Ke Xu",http://arxiv.org/pdf/1104.0843v3,No journal ref found,none,cs.AI,Summary15204,1104.1677v2,2011-04-09T06:31:24Z,Automatic Vehicle Checking Agent (VCA),"Bashir Ahmad, Shakeel Ahmad, Shahid Hussain, Muhammad Zaheer Aslam, Zafar Abbas",http://arxiv.org/pdf/1104.1677v2,"Control Theory and Informatics,ISSN 2224-5774 (print) ISSN 2225-0492 (online),Vol 1, No.2, 2011",none,cs.AI,Summary15205,1104.1678v3,2011-04-09T06:32:13Z,"A Proposed Decision Support System/Expert System for Guiding Fresh Students in Selecting a Faculty in Gomal University, Pakistan","Muhammad Zaheer Aslam, Nasimullah, Abdur Rashid Khan",http://arxiv.org/pdf/1104.1678v3,"Industrial Engineering Letters www.iiste.org ISSN 2224-6096 (Print) ISSN 2225-0581(Online) Vol 1, No.4, 2011",none,cs.AI,Summary15206,1104.1924v1,2011-04-11T12:12:14Z,Rational Deployment of CSP Heuristics,"David Tolpin, Solomon Eyal Shimony",http://arxiv.org/pdf/1104.1924v1,IJCAI-2011,none,cs.AI,Summary15207,1104.3250v1,2011-04-16T18:09:13Z,Adding noise to the input of a model trained with a regularized objective,"Salah Rifai, Xavier Glorot, Yoshua Bengio, Pascal Vincent",http://arxiv.org/pdf/1104.3250v1,No journal ref found,none,cs.AI,Summary15208,1104.3927v1,2011-04-20T02:31:07Z,Translation-based Constraint Answer Set Solving,"Christian Drescher, Toby Walsh",http://arxiv.org/pdf/1104.3927v1,No journal ref found,none,cs.AI,Summary15209,1104.4053v1,2011-04-20T15:19:14Z,On the evolution of the instance level of DL-lite knowledge bases,"Maurizio Lenzerini, Domenico Fabio Savo",http://arxiv.org/pdf/1104.4053v1,No journal ref found,none,cs.AI,Summary15210,1104.4153v1,2011-04-21T01:39:25Z,Learning invariant features through local space contraction,"Salah Rifai, Xavier Muller, Xavier Glorot, Gregoire Mesnil, Yoshua Bengio, Pascal Vincent",http://arxiv.org/pdf/1104.4153v1,No journal ref found,none,cs.AI,Summary15211,1104.4290v1,2011-04-21T15:22:36Z,Algorithms and Complexity Results for Persuasive Argumentation,"Eun Jung Kim, Sebastian Ordyniak, Stefan Szeider",http://arxiv.org/pdf/1104.4290v1,Artificial Intelligence 175 (2011) pp. 1722-1736,none,cs.AI,Summary15212,1104.4910v1,2011-04-26T13:08:48Z,Hybrid Tractable Classes of Binary Quantified Constraint Satisfaction Problems,"Jian Gao, Minghao Yin, Junping Zhou",http://arxiv.org/pdf/1104.4910v1,No journal ref found,none,cs.AI,Summary15213,1104.5069v1,2011-04-27T04:05:19Z,Synthesizing Robust Plans under Incomplete Domain Models,"Tuan Nguyen, Subbarao Kambhampati, Minh Do",http://arxiv.org/pdf/1104.5069v1,No journal ref found,none,cs.AI,Summary15214,1111.0039v1,2011-10-31T21:37:41Z,Reasoning with Very Expressive Fuzzy Description Logics,"I. Horrocks, J. Z. Pan, G. Stamou, G. Stoilos, V. Tzouvaras",http://arxiv.org/pdf/1111.0039v1,"Journal Of Artificial Intelligence Research, Volume 30, pages 273-320, 2007",none,cs.AI,Summary15215,1111.0040v1,2011-10-31T21:39:39Z,New Inference Rules for Max-SAT,"C. M. Li, F. Manya, J. Planes",http://arxiv.org/pdf/1111.0040v1,"Journal Of Artificial Intelligence Research, Volume 30, pages 321-359, 2007",none,cs.AI,Summary15216,1111.0043v1,2011-10-31T21:43:18Z,Obtaining Reliable Feedback for Sanctioning Reputation Mechanisms,"B. Faltings, R. Jurca",http://arxiv.org/pdf/1111.0043v1,"Journal Of Artificial Intelligence Research, Volume 29, pages 391-419, 2007",none,cs.AI,Summary15217,1111.0044v1,2011-10-31T21:47:05Z,Probabilistic Planning via Heuristic Forward Search and Weighted Model Counting,"C. Domshlak, J. Hoffmann",http://arxiv.org/pdf/1111.0044v1,"Journal Of Artificial Intelligence Research, Volume 30, pages 565-620, 2007",none,cs.AI,Summary15218,1111.0049v1,2011-10-31T22:01:42Z,Conjunctive Query Answering for the Description Logic SHIQ,"Birte Glimm, Ian Horrocks, Carsten Lutz, Ulrike Sattler",http://arxiv.org/pdf/1111.0049v1,"Journal Of Artificial Intelligence Research, Volume 31, pages 157-204, 2008",none,cs.AI,Summary15219,1111.0051v1,2011-10-31T22:02:30Z,Qualitative System Identification from Imperfect Data,"George M. Coghill, Ross D. King, Ashwin Srinivasan",http://arxiv.org/pdf/1111.0051v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 825-877, 2008",none,cs.AI,Summary15220,1111.0053v1,2011-10-31T22:09:48Z,Exploiting Subgraph Structure in Multi-Robot Path Planning,Malcolm Ross Kinsella Ryan,http://arxiv.org/pdf/1111.0053v1,"Journal Of Artificial Intelligence Research, Volume 31, pages 497-542, 2008",none,cs.AI,Summary15221,1111.0055v1,2011-10-31T22:11:46Z,Extended RDF as a Semantic Foundation of Rule Markup Languages,"Anastasia Analyti, Grigoris Antoniou, Carlos Viegas Damásio, Gerd Wagner",http://arxiv.org/pdf/1111.0055v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 37-94, 2008",none,cs.AI,Summary15222,1111.0056v1,2011-10-31T22:12:22Z,The Complexity of Planning Problems With Simple Causal Graphs,"Omer Giménez, Anders Jonsson",http://arxiv.org/pdf/1111.0056v1,"Journal Of Artificial Intelligence Research, Volume 31, pages 319-351, 2008",none,cs.AI,Summary15223,1111.0059v1,2011-10-31T22:16:02Z,Loosely Coupled Formulations for Automated Planning: An Integer Programming Perspective,"Menkes Hector Louis van den Briel, Thomas Vossen, Subbarao Kambhampati",http://arxiv.org/pdf/1111.0059v1,"Journal Of Artificial Intelligence Research, Volume 31, pages 217-257, 2008",none,cs.AI,Summary15224,1111.0060v1,2011-10-31T22:16:41Z,A Constraint Programming Approach for Solving a Queueing Control Problem,"Daria Terekhov, J. Christopher Beck",http://arxiv.org/pdf/1111.0060v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 123-167, 2008",none,cs.AI,Summary15225,1111.0062v1,2011-10-31T22:17:44Z,Optimal and Approximate Q-value Functions for Decentralized POMDPs,"Frans A. Oliehoek, Matthijs T. J. Spaan, Nikos Vlassis",http://arxiv.org/pdf/1111.0062v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 289-353, 2008",none,cs.AI,Summary15226,1111.0065v1,2011-10-31T22:22:03Z,Communication-Based Decomposition Mechanisms for Decentralized MDPs,"Claudia V. Goldman, Shlomo Zilberstein",http://arxiv.org/pdf/1111.0065v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 169-202, 2008",none,cs.AI,Summary15227,1111.0067v1,2011-10-31T22:26:44Z,A General Theory of Additive State Space Abstractions,"Fan Yang, Joseph Culberson, Robert Holte, Uzi Zahavi, Ariel Felner",http://arxiv.org/pdf/1111.0067v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 631-662, 2008",none,cs.AI,Summary15228,1111.0068v1,2011-10-31T22:27:57Z,First Order Decision Diagrams for Relational MDPs,"Chenggang Wang, Saket Joshi, Roni Khardon",http://arxiv.org/pdf/1111.0068v1,"Journal Of Artificial Intelligence Research, Volume 31, pages 431-472, 2008",none,cs.AI,Summary15229,1111.0860v1,2011-09-26T18:43:49Z,Clause/Term Resolution and Learning in the Evaluation of Quantified Boolean Formulas,"E. Giunchiglia, M. Narizzano, A. Tacchella",http://arxiv.org/pdf/1111.0860v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 371-416, 2006",none,cs.AI,Summary15230,1111.1321v1,2011-11-05T15:26:15Z,MIVAR: Transition from Productions to Bipartite Graphs MIVAR Nets and Practical Realization of Automated Constructor of Algorithms Handling More than Three Million Production Rules,Oleg O. Varlamov,http://arxiv.org/pdf/1111.1321v1,No journal ref found,none,cs.AI,Summary15231,1111.1486v1,2011-11-07T04:39:56Z,Embedding Description Logic Programs into Default Logic,"Yisong Wang, Jia-Huai You, Li Yan Yuan, Yi-Dong Shen, Thomas Eiter",http://arxiv.org/pdf/1111.1486v1,No journal ref found,none,cs.AI,Summary15232,1111.1941v1,2011-11-08T15:40:10Z,Semantic-Driven e-Government: Application of Uschold and King Ontology Building Methodology for Semantic Ontology Models Development,"Jean Vincent Fonou-Dombeu, Magda Huisman",http://arxiv.org/pdf/1111.1941v1,"International Journal of Web & Semantic Technology (IJWesT) Vol. 2, No. 4, October 2011, 1-20",none,cs.AI,Summary15233,1111.2249v1,2011-10-31T22:28:59Z,SATzilla: Portfolio-based Algorithm Selection for SAT,"Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown",http://arxiv.org/pdf/1111.2249v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 565-606, 2008",none,cs.AI,Summary15234,1111.2763v1,2011-11-08T21:38:25Z,8-Valent Fuzzy Logic for Iris Recognition and Biometry,"N. Popescu-Bodorin, V. E. Balas, I. M. Motoc",http://arxiv.org/pdf/1111.2763v1,"Proc. 5th IEEE Int. Symp. on Computational Intelligence and Intelligent Informatics, pp. 149-154, ISBN: 978-1-4577-1861-8 (electronic), 978-1-4577-1860-1 (print), IEEE Press, 2011",none,cs.AI,Summary15235,1111.3690v1,2011-11-15T23:41:11Z,New Candidates Welcome! Possible Winners with respect to the Addition of New Candidates,"Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Jérôme Monnot, Lirong Xia",http://arxiv.org/pdf/1111.3690v1,"Mathematical Social Sciences 64(1), 2012",none,cs.AI,Summary15236,1111.3934v2,2011-11-16T20:13:54Z,Model-based Utility Functions,Bill Hibbard,http://arxiv.org/pdf/1111.3934v2,"Journal of Artificial General Intelligence 3(1) 1-24, 2012",none,cs.AI,Summary15237,1111.4083v1,2011-11-17T13:15:24Z,Unbiased Statistics of a CSP - A Controlled-Bias Generator,Denis Berthier,http://arxiv.org/pdf/1111.4083v1,"Innovations in Computing Sciences and Software Engineering, (2010) 165-170",none,cs.AI,Summary15238,1111.4232v1,2011-11-17T22:22:21Z,A Model of Spatial Thinking for Computational Intelligence,Kirill A. Sorudeykin,http://arxiv.org/pdf/1111.4232v1,No journal ref found,none,cs.AI,Summary15239,1111.5689v1,2011-11-24T07:55:16Z,Revisiting Numerical Pattern Mining with Formal Concept Analysis,"Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli",http://arxiv.org/pdf/1111.5689v1,International Joint Conference on Artificial Intelligence (IJCAI) (2011),none,cs.AI,Summary15240,1111.6117v1,2011-11-25T21:35:29Z,Principles of Solomonoff Induction and AIXI,"Peter Sunehag, Marcus Hutter",http://arxiv.org/pdf/1111.6117v1,Proc. Solomonoff 85th Memorial Conference (SOL 2011) pages 386-398,none,cs.AI,Summary15241,1111.6191v1,2011-11-26T20:11:56Z,Pattern-Based Classification: A Unifying Perspective,"Björn Bringmann, Siegfried Nijssen, Albrecht Zimmermann",http://arxiv.org/pdf/1111.6191v1,No journal ref found,none,cs.AI,Summary15242,1111.6401v1,2011-11-28T10:52:28Z,Graph based E-Government web service composition,"Hajar Elmaghraoui, Imane Zaoui, Dalila Chiadmi, Laila Benhlima",http://arxiv.org/pdf/1111.6401v1,No journal ref found,none,cs.AI,Summary15243,1111.6713v1,2011-11-29T07:24:27Z,An Enhanced Indexing And Ranking Technique On The Semantic Web,"Ahmed Tolba, Nabila Eladawi, Mohammed Elmogy",http://arxiv.org/pdf/1111.6713v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 5, No 3, 2011, 118-125",none,cs.AI,Summary15244,1111.6790v1,2011-11-29T12:29:27Z,Constraining the Size Growth of the Task Space with Socially Guided Intrinsic Motivation using Demonstrations,"Sao Mai Nguyen, Adrien Baranes, Pierre-Yves Oudeyer",http://arxiv.org/pdf/1111.6790v1,No journal ref found,none,cs.AI,Summary15245,1109.1231v1,2011-09-06T17:06:23Z,A Combinatorial Optimisation Approach to Designing Dual-Parented Long-Reach Passive Optical Networks,"Hadrien Cambazard, Deepak Mehta, Barry OSullivan, Luis Quesada, Marco Ruffini, David Payne, Linda Doyle",http://arxiv.org/pdf/1109.1231v1,"Proceedings of the 22nd Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2011), pp. 26-35, Derry, UK",none,cs.AI,Summary15246,1109.1314v1,2011-09-06T22:13:30Z,Measuring Intelligence through Games,"Tom Schaul, Julian Togelius, Jürgen Schmidhuber",http://arxiv.org/pdf/1109.1314v1,No journal ref found,none,cs.AI,Summary15247,1109.1498v1,2011-06-30T17:45:48Z,Structured Knowledge Representation for Image Retrieval,"E. Di Sciascio, F. M. Donini, M. Mongiello",http://arxiv.org/pdf/1109.1498v1,"Journal Of Artificial Intelligence Research, Volume 16, pages 209-257, 2002",none,cs.AI,Summary15248,1109.1922v1,2011-09-09T07:38:59Z,Predicting the Energy Output of Wind Farms Based on Weather Data: Important Variables and their Correlation,"Katya Vladislavleva, Tobias Friedrich, Frank Neumann, Markus Wagner",http://arxiv.org/pdf/1109.1922v1,No journal ref found,none,cs.AI,Summary15249,1109.1966v2,2011-09-09T11:12:35Z,The path inference filter: model-based low-latency map matching of probe vehicle data,"Timothy Hunter, Pieter Abbeel, Alexandre Bayen",http://arxiv.org/pdf/1109.1966v2,No journal ref found,none,cs.AI,Summary15250,1109.2048v1,2011-09-09T15:57:43Z,An Expressive Language and Efficient Execution System for Software Agents,"G. Barish, C. A. Knoblock",http://arxiv.org/pdf/1109.2048v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 625-666, 2005",none,cs.AI,Summary15251,1109.2049v1,2011-09-09T15:58:36Z,Structure-Based Local Search Heuristics for Circuit-Level Boolean Satisfiability,"Anton Belov, Matti Järvisalo",http://arxiv.org/pdf/1109.2049v1,Presented at 8th International Workshop on Local Search Techniques in Constraint Satisfaction (LSCS 2011),none,cs.AI,Summary15252,1109.2127v1,2011-09-09T20:20:12Z,Integrating Learning from Examples into the Search for Diagnostic Policies,"V. Bayer-Zubek, T. G. Dietterich",http://arxiv.org/pdf/1109.2127v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 263-303, 2005",none,cs.AI,Summary15253,1109.2131v1,2011-09-09T20:23:06Z,On the Practical use of Variable Elimination in Constraint Optimization Problems: Still-life as a Case Study,"J. Larrosa, E. Morancho, D. Niso",http://arxiv.org/pdf/1109.2131v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 421-440, 2005",none,cs.AI,Summary15254,1109.2134v1,2011-09-09T20:23:53Z,Generalizing Boolean Satisfiability II: Theory,"H. E. Dixon, M. L. Ginsberg, E. M. Luks, A. J. Parkes",http://arxiv.org/pdf/1109.2134v1,"Journal Of Artificial Intelligence Research, Volume 22, pages 481-534, 2004",none,cs.AI,Summary15255,1109.2137v1,2011-09-09T20:29:06Z,Relational Dynamic Bayesian Networks,"P. Domingos, S. Sanghai, D. Weld",http://arxiv.org/pdf/1109.2137v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 759-797, 2005",none,cs.AI,Summary15256,1109.2138v1,2011-09-09T20:29:24Z,Reasoning about Action: An Argumentation - Theoretic Approach,"N. Y. Foo, Q. B. Vo",http://arxiv.org/pdf/1109.2138v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 465-518, 2005",none,cs.AI,Summary15257,1109.2139v1,2011-09-09T20:30:13Z,Solving Set Constraint Satisfaction Problems using ROBDDs,"P. J. Hawkins, V. Lagoon, P. J. Stuckey",http://arxiv.org/pdf/1109.2139v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 109-156, 2005",none,cs.AI,Summary15258,1109.2140v1,2011-09-09T20:30:44Z,Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis,"P. Cimiano, A. Hotho, S. Staab",http://arxiv.org/pdf/1109.2140v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 305-339, 2005",none,cs.AI,Summary15259,1109.2142v1,2011-09-09T20:31:25Z,Generalizing Boolean Satisfiability III: Implementation,"H. E. Dixon, M. L. Ginsberg, D. Hofer, E. M. Luks, A. J. Parkes",http://arxiv.org/pdf/1109.2142v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 441-531, 2005",none,cs.AI,Summary15260,1109.2143v1,2011-09-09T20:31:47Z,Ignorability in Statistical and Probabilistic Inference,M. Jaeger,http://arxiv.org/pdf/1109.2143v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 889-917, 2005",none,cs.AI,Summary15261,1109.2145v1,2011-09-09T20:32:03Z,Perseus: Randomized Point-based Value Iteration for POMDPs,"M. T. J. Spaan, N. Vlassis",http://arxiv.org/pdf/1109.2145v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 195-220, 2005",none,cs.AI,Summary15262,1109.2148v1,2011-09-09T20:33:14Z,Logical Hidden Markov Models,"L. De Raedt, K. Kersting, T. Raiko",http://arxiv.org/pdf/1109.2148v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 425-456, 2006",none,cs.AI,Summary15263,1109.2153v1,2011-09-09T20:42:50Z,mGPT: A Probabilistic Planner Based on Heuristic Search,"B. Bonet, H. Geffner",http://arxiv.org/pdf/1109.2153v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 933-944, 2005",none,cs.AI,Summary15264,1109.2154v1,2011-09-09T20:43:12Z,Macro-FF: Improving AI Planning with Automatically Learned Macro-Operators,"A. Botea, M. Enzenberger, M. Mueller, J. Schaeffer",http://arxiv.org/pdf/1109.2154v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 581-621, 2005",none,cs.AI,Summary15265,1109.2155v1,2011-09-09T20:43:37Z,Optiplan: Unifying IP-based and Graph-based Planning,"S. Kambhampati, M. H. L. van den Briel",http://arxiv.org/pdf/1109.2155v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 919-931, 2005",none,cs.AI,Summary15266,1109.2156v1,2011-09-09T20:43:53Z,Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes,"A. Fern, R. Givan, S. Yoon",http://arxiv.org/pdf/1109.2156v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 75-118, 2006",none,cs.AI,Summary15267,1109.2346v1,2011-09-11T20:09:12Z,"Linking Search Space Structure, Run-Time Dynamics, and Problem Difficulty: A Step Toward Demystifying Tabu Search","A. E. Howe, J. P. Watson, L. D. Whitley",http://arxiv.org/pdf/1109.2346v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 221-261, 2005",none,cs.AI,Summary15268,1109.2347v1,2011-09-11T20:09:48Z,Breaking Instance-Independent Symmetries In Exact Graph Coloring,"F. A. Aloul, I. L. Markov, A. Ramani, K. A. Sakallah",http://arxiv.org/pdf/1109.2347v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 289-322, 2006",none,cs.AI,Summary15269,1109.2355v1,2011-09-11T21:39:21Z,Decision-Theoretic Planning with non-Markovian Rewards,"C. Gretton, F. Kabanza, D. Price, J. Slaney, S. Thiebaux",http://arxiv.org/pdf/1109.2355v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 17-74, 2006",none,cs.AI,Summary15270,1109.2752v1,2011-09-13T11:48:32Z,On Validating Boolean Optimizers,"Antonio Morgado, Joao Marques-Silva",http://arxiv.org/pdf/1109.2752v1,No journal ref found,none,cs.AI,Summary15271,1109.3094v1,2011-09-14T14:36:41Z,On the use of reference points for the biobjective Inventory Routing Problem,"Martin Josef Geiger, Marc Sevaux",http://arxiv.org/pdf/1109.3094v1,"Proceedings of the 9th Metaheuristics International Conference MIC 2011, July 25-28, 2011, Udine, Italy, Pages 141-149",none,cs.AI,Summary15272,1109.3313v1,2011-09-15T10:53:32Z,Neigborhood Selection in Variable Neighborhood Search,"Martin Josef Geiger, Marc Sevaux, Stefan Voss",http://arxiv.org/pdf/1109.3313v1,"Proceedings of the 9th Metaheuristics International Conference MIC 2011, July 25-28, 2011, Udine, Italy, Pages 571-573",none,cs.AI,Summary15273,1109.3532v1,2011-09-16T06:46:39Z,A Characterization of the Combined Effects of Overlap and Imbalance on the SVM Classifier,"Misha Denil, Thomas Trappenberg",http://arxiv.org/pdf/1109.3532v1,No journal ref found,none,cs.AI,Summary15274,1109.3700v1,2011-09-16T19:34:47Z,Contradiction measures and specificity degrees of basic belief assignments,"Florentin Smarandache, Arnaud Martin, Christophe Osswald",http://arxiv.org/pdf/1109.3700v1,"International Conference on Information Fusion, Chicago : United States (2011)",none,cs.AI,Summary15275,1109.3737v1,2011-09-16T22:32:51Z,Learning where to Attend with Deep Architectures for Image Tracking,"Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas",http://arxiv.org/pdf/1109.3737v1,No journal ref found,none,cs.AI,Summary15276,1109.4335v3,2011-07-28T10:44:23Z,Social choice rules driven by propositional logic,"Rosa Camps, Xavier Mora, Laia Saumell",http://arxiv.org/pdf/1109.4335v3,No journal ref found,none,cs.AI,Summary15277,1109.4603v1,2011-09-21T18:11:05Z,Explicit Approximations of the Gaussian Kernel,"Andrew Cotter, Joseph Keshet, Nathan Srebro",http://arxiv.org/pdf/1109.4603v1,No journal ref found,none,cs.AI,Summary15278,1109.5072v1,2011-09-23T13:36:10Z,Analysis of first prototype universal intelligence tests: evaluating and comparing AI algorithms and humans,"Javier Insa-Cabrera, Jose Hernandez-Orallo",http://arxiv.org/pdf/1109.5072v1,No journal ref found,none,cs.AI,Summary15279,1109.5663v1,2011-09-26T18:27:26Z,The Deterministic Part of IPC-4: An Overview,"S. Edelkamp, J. Hoffmann",http://arxiv.org/pdf/1109.5663v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 519-579, 2005",none,cs.AI,Summary15280,1109.5665v1,2011-09-26T18:44:25Z,PDDL2.1 - The Art of the Possible? Commentary on Fox and Long,D. McDermott,http://arxiv.org/pdf/1109.5665v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 145-148, 2003",none,cs.AI,Summary15281,1109.5666v1,2011-09-26T18:44:29Z,The Case for Durative Actions: A Commentary on PDDL2.1,D. E. Smith,http://arxiv.org/pdf/1109.5666v1,"Journal Of Artificial Intelligence Research, Volume 20, pages 149-154, 2003",none,cs.AI,Summary15282,1109.5711v1,2011-09-26T20:20:27Z,Engineering a Conformant Probabilistic Planner,"L. Li, N. Onder, G. C. Whelan",http://arxiv.org/pdf/1109.5711v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 1-15, 2006",none,cs.AI,Summary15283,1109.5713v1,2011-09-26T20:22:39Z,Where Ignoring Delete Lists Works: Local Search Topology in Planning Benchmarks,J. Hoffmann,http://arxiv.org/pdf/1109.5713v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 685-758, 2005",none,cs.AI,Summary15284,1109.5714v1,2011-09-26T20:23:01Z,Binary Encodings of Non-binary Constraint Satisfaction Problems: Algorithms and Experimental Results,"N. Samaras, K. Stergiou",http://arxiv.org/pdf/1109.5714v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 641-684, 2005",none,cs.AI,Summary15285,1109.5716v1,2011-09-26T20:23:24Z,Distributed Reasoning in a Peer-to-Peer Setting: Application to the Semantic Web,"P. Adjiman, P. Chatalic, F. Goasdoue, M. C. Rousset, L. Simon",http://arxiv.org/pdf/1109.5716v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 269-314, 2006",none,cs.AI,Summary15286,1109.5717v1,2011-09-26T20:24:56Z,Dynamic Local Search for the Maximum Clique Problem,"H. H. Hoos, W. Pullan",http://arxiv.org/pdf/1109.5717v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 159-185, 2006",none,cs.AI,Summary15287,1109.5732v1,2011-09-26T21:56:16Z,Representing Conversations for Scalable Overhearing,"G. Gutnik, G. A. Kaminka",http://arxiv.org/pdf/1109.5732v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 349-387, 2006",none,cs.AI,Summary15288,1109.5750v1,2011-09-27T00:19:20Z,Improving Heuristics Through Relaxed Search - An Analysis of TP4 and HSP*a in the 2004 Planning Competition,P. Haslum,http://arxiv.org/pdf/1109.5750v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 233-267, 2006",none,cs.AI,Summary15289,1109.5920v1,2011-09-27T14:53:01Z,Models and Strategies for Variants of the Job Shop Scheduling Problem,"Diarmuid Grimes, Emmanuel Hebrard",http://arxiv.org/pdf/1109.5920v1,No journal ref found,none,cs.AI,Summary15290,1109.5951v2,2011-09-27T16:09:27Z,An Approximation of the Universal Intelligence Measure,"Shane Legg, Joel Veness",http://arxiv.org/pdf/1109.5951v2,No journal ref found,none,cs.AI,Summary15291,1109.6029v1,2011-09-27T20:40:06Z,An Improved Search Algorithm for Optimal Multiple-Sequence Alignment,S. Schroedl,http://arxiv.org/pdf/1109.6029v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 587-623, 2005",none,cs.AI,Summary15292,1109.6030v1,2011-09-27T20:41:47Z,Probabilistic Hybrid Action Models for Predicting Concurrent Percept-driven Robot Behavior,"M. Beetz, H. Grosskreutz",http://arxiv.org/pdf/1109.6030v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 799-849, 2005",none,cs.AI,Summary15293,1109.6033v1,2011-09-27T20:53:29Z,Generative Prior Knowledge for Discriminative Classification,"G. DeJong, A. Epshteyn",http://arxiv.org/pdf/1109.6033v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 25-53, 2006",none,cs.AI,Summary15294,1109.6051v1,2011-09-27T22:04:43Z,The Fast Downward Planning System,M. Helmert,http://arxiv.org/pdf/1109.6051v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 191-246, 2006",none,cs.AI,Summary15295,1109.6052v1,2011-09-27T22:05:46Z,Asynchronous Partial Overlay: A New Algorithm for Solving Distributed Constraint Satisfaction Problems,"V. R. Lesser, R. Mailler",http://arxiv.org/pdf/1109.6052v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 529-576, 2006",none,cs.AI,Summary15296,1109.6344v1,2011-09-28T20:26:49Z,Admissible and Restrained Revision,"R. Booth, T. Meyer",http://arxiv.org/pdf/1109.6344v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 127-151, 2006",none,cs.AI,Summary15297,1109.6345v1,2011-09-28T20:29:41Z,On Graphical Modeling of Preference and Importance,"R. I. Brafman, C. Domshlak, S. E. Shimony",http://arxiv.org/pdf/1109.6345v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 389-424, 2006",none,cs.AI,Summary15298,1109.6346v1,2011-09-28T20:35:31Z,"The Planning Spectrum - One, Two, Three, Infinity","M. Pistore, M. Y. Vardi",http://arxiv.org/pdf/1109.6346v1,"Journal Of Artificial Intelligence Research, Volume 30, pages 101-132, 2007",none,cs.AI,Summary15299,1109.6348v1,2011-09-28T20:37:53Z,Fault Tolerant Boolean Satisfiability,A. Roy,http://arxiv.org/pdf/1109.6348v1,"Journal Of Artificial Intelligence Research, Volume 25, pages 503-527, 2006",none,cs.AI,Summary15300,1109.6361v1,2011-09-28T21:45:34Z,Cognitive Principles in Robust Multimodal Interpretation,"J. Y. Chai, Z. Prasov, S. Qu",http://arxiv.org/pdf/1109.6361v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 55-83, 2006",none,cs.AI,Summary15301,1109.6618v1,2011-09-29T18:50:13Z,Multiple-Goal Heuristic Search,"D. Davidov, S. Markovitch",http://arxiv.org/pdf/1109.6618v1,"Journal Of Artificial Intelligence Research, Volume 26, pages 417-451, 2006",none,cs.AI,Summary15302,1109.6621v1,2011-09-29T18:58:54Z,FluCaP: A Heuristic Search Planner for First-Order MDPs,"S. Hoelldobler, E. Karabaev, O. Skvortsova",http://arxiv.org/pdf/1109.6621v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 419-439, 2006",none,cs.AI,Summary15303,1109.6841v1,2011-09-30T14:49:30Z,Learning Dependency-Based Compositional Semantics,"Percy Liang, Michael I. Jordan, Dan Klein",http://arxiv.org/pdf/1109.6841v1,No journal ref found,none,cs.AI,Summary15304,1204.0181v1,2012-04-01T09:08:21Z,Expert PC Troubleshooter With Fuzzy-Logic And Self-Learning Support,Youssef Bassil,http://arxiv.org/pdf/1204.0181v1,No journal ref found,none,cs.AI,Summary15305,1204.0731v1,2012-04-03T16:44:47Z,Unit contradiction versus unit propagation,Olivier Bailleux,http://arxiv.org/pdf/1204.0731v1,No journal ref found,none,cs.AI,Summary15306,1204.1576v1,2012-04-06T22:35:15Z,Development of knowledge Base Expert System for Natural treatment of Diabetes disease,Sanjeev Kumar Jha,http://arxiv.org/pdf/1204.1576v1,International Journal of Advanced Computer Science and Applications(IJACSA)Volume 3 Issue 3 March 2012 Published,none,cs.AI,Summary15307,1204.1637v1,2012-04-07T13:55:29Z,Characterization of Dynamic Bayesian Network,"Nabil ghanmy, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara",http://arxiv.org/pdf/1204.1637v1,No journal ref found,none,cs.AI,Summary15308,1204.1653v1,2012-04-07T16:34:20Z,Machine Cognition Models: EPAM and GPS,Ali Elouafiq,http://arxiv.org/pdf/1204.1653v1,No journal ref found,none,cs.AI,Summary15309,1204.1851v2,2012-04-09T10:23:38Z,A Probabilistic Logic Programming Event Calculus,"Anastasios Skarlatidis, Alexander Artikis, Jason Filippou, Georgios Paliouras",http://arxiv.org/pdf/1204.1851v2,No journal ref found,none,cs.AI,Summary15310,1204.2018v1,2012-04-10T00:59:28Z,Applications of fuzzy logic to Case-Based Reasoning,"Igor Ya. Subbotin, Michael Gr. Voskoglou",http://arxiv.org/pdf/1204.2018v1,"International Journal of Applications of Fuzzy Sets (ISSN 2241-1240) Vol. 1 ( 2011), 7-18",none,cs.AI,Summary15311,1204.3255v2,2012-04-15T10:59:29Z,Lower Complexity Bounds for Lifted Inference,Manfred Jaeger,http://arxiv.org/pdf/1204.3255v2,No journal ref found,none,cs.AI,Summary15312,1204.3844v1,2012-04-17T17:00:58Z,On how percolation threshold affects PSO performance,"Blanca Cases, Alicia DAnjou, Abdelmalik Moujahid",http://arxiv.org/pdf/1204.3844v1,"LNCS, 2012, Volume 7208/2012, 509-520",none,cs.AI,Summary15313,1204.4051v1,2012-04-18T11:32:07Z,Solution Representations and Local Search for the bi-objective Inventory Routing Problem,"Thibaut Barthélemy, Martin Josef Geiger, Marc Sevaux",http://arxiv.org/pdf/1204.4051v1,No journal ref found,none,cs.AI,Summary15314,1204.4541v1,2012-04-20T06:35:41Z,Automatic Sampling of Geographic objects,"Patrick Taillandier, Julien Gaffuri",http://arxiv.org/pdf/1204.4541v1,"GIScience, Zurich : Switzerland (2010)",none,cs.AI,Summary15315,1204.4989v1,2012-04-23T08:01:48Z,Using Belief Theory to Diagnose Control Knowledge Quality. Application to cartographic generalisation,"Patrick Taillandier, Cécile Duchêne, Alexis Drogoul",http://arxiv.org/pdf/1204.4989v1,No journal ref found,none,cs.AI,Summary15316,1204.6415v1,2012-04-28T16:16:46Z,A Fuzzy Model for Analogical Problem Solving,Michael Gr. Voskoglou,http://arxiv.org/pdf/1204.6415v1,"International Journal of Fuzzy Logic Systems Vol. 2, No. 1, pp. 1-10, February 2012",none,cs.AI,Summary15317,1209.0852v1,2012-09-05T02:58:13Z,Automatic firewall rules generator for anomaly detection systems with Apriori algorithm,"Ehsan Saboori, Shafigh Parsazad, Yasaman Sanatkhani",http://arxiv.org/pdf/1209.0852v1,"2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol.6, no., pp.V6-57-V6-60, 2010",none,cs.AI,Summary15318,1209.0880v1,2012-09-05T07:38:58Z,On Solving the Oriented Two-Dimensional Bin Packing Problem under Free Guillotine Cutting: Exploiting the Power of Probabilistic Solution Construction,"Christian Blum, Verena Schmid, Lukas Baumgartner",http://arxiv.org/pdf/1209.0880v1,No journal ref found,none,cs.AI,Summary15319,1209.0997v1,2012-09-05T14:41:57Z,Direct computation of diagnoses for ontology debugging,"Kostyantyn Shchekotykhin, Philipp Fleiss, Patrick Rodler, Gerhard Friedrich",http://arxiv.org/pdf/1209.0997v1,No journal ref found,none,cs.AI,Summary15320,1209.1899v1,2012-09-10T08:09:05Z,A matrix approach for computing extensions of argumentation frameworks,Xu Yuming,http://arxiv.org/pdf/1209.1899v1,No journal ref found,none,cs.AI,Summary15321,1209.2322v1,2012-09-11T14:03:13Z,On firm specific characteristics of pharmaceutical generics and incentives to permanence under fuzzy conditions,"Javier Puente, David de la Fuente, Jesus Lozano, Fernando Gascon",http://arxiv.org/pdf/1209.2322v1,"International Journal of Applications of Fuzzy Sets(ISSN 2241-1240) Vol. 1 (2011), 19-37",none,cs.AI,Summary15322,1209.3419v1,2012-09-15T16:40:19Z,Tractable Optimization Problems through Hypergraph-Based Structural Restrictions,"Georg Gottlob, Gianluigi Greco, Francesco Scarcello",http://arxiv.org/pdf/1209.3419v1,No journal ref found,none,cs.AI,Summary15323,1209.3734v1,2012-09-17T18:02:50Z,RIO: Minimizing User Interaction in Ontology Debugging,"Patrick Rodler, Kostyantyn Shchekotykhin, Philipp Fleiss, Gerhard Friedrich",http://arxiv.org/pdf/1209.3734v1,No journal ref found,none,cs.AI,Summary15324,1209.3811v1,2012-09-17T22:56:19Z,Textual Features for Programming by Example,"Aditya Krishna Menon, Omer Tamuz, Sumit Gulwani, Butler Lampson, Adam Tauman Kalai",http://arxiv.org/pdf/1209.3811v1,No journal ref found,none,cs.AI,Summary15325,1209.3869v1,2012-09-18T08:19:37Z,Hybrid technique for effective knowledge representation & a comparative study,"Poonam Tanwar, T. V. Prasad, Dr. Kamlesh Datta",http://arxiv.org/pdf/1209.3869v1,"Pablished in IJCSES,International Journal of Computer Science & Engineering Survey Vol.3, No.4, August 2012",none,cs.AI,Summary15326,1209.4290v1,2012-09-19T16:01:31Z,Cognitive Bias for Universal Algorithmic Intelligence,"Alexey Potapov, Sergey Rodionov, Andrew Myasnikov, Galymzhan Begimov",http://arxiv.org/pdf/1209.4290v1,No journal ref found,none,cs.AI,Summary15327,1209.4445v1,2012-09-20T08:10:07Z,Speech Signal Filters based on Soft Computing Techniques: A Comparison,"Sachin Lakra, T. V. Prasad, G. Ramakrishna",http://arxiv.org/pdf/1209.4445v1,"The 2010 International Congress on Computer Applications and Computational Science (CACS 2010), 4-6 December, 2010, Singapore",none,cs.AI,Summary15328,1209.4532v1,2012-09-20T14:00:06Z,Applicability of Crisp and Fuzzy Logic in Intelligent Response Generation,"T. V. Prasad, Sachin Lakra, G. Ramakrishna",http://arxiv.org/pdf/1209.4532v1,"Published in proceedings of National Conference on Information, Computational Technologies and e-Governance 2010, Alwar, Rajasthan, India, 19-20 November, 2010, pp. 137-139",none,cs.AI,Summary15329,1209.4535v1,2012-09-20T14:06:32Z,Application of Fuzzy Mathematics to Speech-to-Text Conversion by Elimination of Paralinguistic Content,"Sachin Lakra, T. V. Prasad, Deepak Kumar Sharma, Shree Harsh Atrey, Anubhav Kumar Sharma",http://arxiv.org/pdf/1209.4535v1,"Published in proceedings of National Conference on Soft Computing and Artificial Intelligence 2009, Faridabad, Haryana, India, Jan 2009",none,cs.AI,Summary15330,1209.4838v1,2012-09-21T14:58:33Z,Formal Definition of AI,Dimiter Dobrev,http://arxiv.org/pdf/1209.4838v1,"International Journal ""Information Theories & Applications"", vol.12, Number 3, 2005, pp.277-285",none,cs.AI,Summary15331,1209.4976v2,2012-09-22T09:25:50Z,Matroidal structure of rough sets based on serial and transitive relations,"Yanfang Liu, William Zhu",http://arxiv.org/pdf/1209.4976v2,No journal ref found,none,cs.AI,Summary15332,1209.4978v2,2012-09-22T09:34:10Z,Covering matroid,"Yanfang Liu, William Zhu",http://arxiv.org/pdf/1209.4978v2,No journal ref found,none,cs.AI,Summary15333,1209.5456v2,2012-09-24T23:42:09Z,Relation matroid and its relationship with generalized rough set based on relation,"Yanfang Liu, William Zhu",http://arxiv.org/pdf/1209.5456v2,No journal ref found,none,cs.AI,Summary15334,1209.5470v2,2012-09-25T02:14:19Z,Matroidal structure of generalized rough sets based on symmetric and transitive relations,"Bin Yang, William Zhu",http://arxiv.org/pdf/1209.5470v2,No journal ref found,none,cs.AI,Summary15335,1209.5473v1,2012-09-25T02:35:13Z,Some characteristics of matroids through rough sets,"Lirun Su, William Zhu",http://arxiv.org/pdf/1209.5473v1,No journal ref found,none,cs.AI,Summary15336,1209.5480v1,2012-09-25T03:03:41Z,Condition for neighborhoods in covering based rough sets to form a partition,"Hua Yao, William Zhu",http://arxiv.org/pdf/1209.5480v1,No journal ref found,none,cs.AI,Summary15337,1209.5482v1,2012-09-25T03:07:31Z,Rough sets and matroidal contraction,"Jingqian Wang, William Zhu",http://arxiv.org/pdf/1209.5482v1,No journal ref found,none,cs.AI,Summary15338,1209.5484v1,2012-09-25T03:14:39Z,Condition for neighborhoods induced by a covering to be equal to the covering itself,"Hua Yao, William Zhu",http://arxiv.org/pdf/1209.5484v1,No journal ref found,none,cs.AI,Summary15339,1209.5567v2,2012-09-25T10:36:27Z,Closed-set lattice of regular sets based on a serial and transitive relation through matroids,"Qingyin Li, William Zhu",http://arxiv.org/pdf/1209.5567v2,No journal ref found,none,cs.AI,Summary15340,1209.5569v1,2012-09-25T10:41:45Z,Lattice structures of fixed points of the lower approximations of two types of covering-based rough sets,"Qingyin Li, William Zhu",http://arxiv.org/pdf/1209.5569v1,No journal ref found,none,cs.AI,Summary15341,1209.5663v1,2012-09-25T16:13:14Z,Semi-automatic annotation process for procedural texts: An application on cooking recipes,"Valmi Dufour-Lussier, Florence Le Ber, Jean Lieber, Thomas Meilender, Emmanuel Nauer",http://arxiv.org/pdf/1209.5663v1,Cooking with Computers workshop (ECAI 2012) (2012),none,cs.AI,Summary15342,1209.5853v1,2012-09-26T07:42:06Z,Efficient Natural Evolution Strategies,"Yi Sun, Daan Wierstra, Tom Schaul, Juergen Schmidhuber",http://arxiv.org/pdf/1209.5853v1,No journal ref found,none,cs.AI,Summary15343,1209.6195v1,2012-09-27T11:39:58Z,Examples of Artificial Perceptions in Optical Character Recognition and Iris Recognition,"Cristina M. Noaica, Robert Badea, Iulia M. Motoc, Claudiu G. Ghica, Alin C. Rosoiu, Nicolaie Popescu-Bodorin",http://arxiv.org/pdf/1209.6195v1,No journal ref found,none,cs.AI,Summary15344,1209.6395v1,2012-09-27T23:22:48Z,Multi-Agents Dynamic Case Based Reasoning and The Inverse Longest Common Sub-Sequence And Individualized Follow-up of Learners in The CEHL,"Abdelhamid Zouhair, El Mokhtar En-Naimi, Benaissa Amami, Hadhoum Boukachour, Patrick Person, Cyrille Bertelle",http://arxiv.org/pdf/1209.6395v1,No journal ref found,none,cs.AI,Summary15345,1211.0611v3,2012-11-03T13:19:34Z,Matrix approach to rough sets through vector matroids over a field,"Aiping Huang, William Zhu",http://arxiv.org/pdf/1211.0611v3,No journal ref found,none,cs.AI,Summary15346,1211.2736v1,2012-11-12T19:09:08Z,Hybrid Systems for Knowledge Representation in Artificial Intelligence,"Rajeswari P. V. N., T. V. Prasad",http://arxiv.org/pdf/1211.2736v1,"International Journal of Advanced Research in Artificial Intelligence, 1 (8), 2012, 31-36",none,cs.AI,Summary15347,1211.2972v1,2012-11-13T12:43:45Z,Segregating event streams and noise with a Markov renewal process model,"Dan Stowell, Mark D. Plumbley",http://arxiv.org/pdf/1211.2972v1,"Journal of Machine Learning Research, 14(Aug):2213-2238, 2013",none,cs.AI,Summary15348,1211.4122v1,2012-11-17T13:23:41Z,Cost-sensitive C4.5 with post-pruning and competition,"Zilong Xu, Fan Min, William Zhu",http://arxiv.org/pdf/1211.4122v1,No journal ref found,none,cs.AI,Summary15349,1211.4133v1,2012-11-17T15:52:55Z,A Logic and Adaptive Approach for Efficient Diagnosis Systems using CBR,"Ibrahim El Bitar, Fatima-Zahra Belouadha, Ounsa Roudies",http://arxiv.org/pdf/1211.4133v1,http://www.ijcaonline.org/archives/volume39/number15/4893-7393 year: 2012,none,cs.AI,Summary15350,1211.4552v1,2012-11-19T20:18:43Z,A Dataset for StarCraft AI \& an Example of Armies Clustering,"Gabriel Synnaeve, Pierre Bessiere",http://arxiv.org/pdf/1211.4552v1,No journal ref found,none,cs.AI,Summary15351,1211.5643v1,2012-11-24T04:11:37Z,"Shadows and headless shadows: a worlds-based, autobiographical approach to reasoning",Ladislau Boloni,http://arxiv.org/pdf/1211.5643v1,No journal ref found,none,cs.AI,Summary15352,1211.5644v1,2012-11-24T04:21:42Z,Modeling problems of identity in Little Red Riding Hood,Ladislau Boloni,http://arxiv.org/pdf/1211.5644v1,No journal ref found,none,cs.AI,Summary15353,1211.6097v1,2012-11-24T04:35:45Z,Shadows and Headless Shadows: an Autobiographical Approach to Narrative Reasoning,Ladislau Boloni,http://arxiv.org/pdf/1211.6097v1,No journal ref found,none,cs.AI,Summary15354,1301.0216v1,2013-01-02T12:06:59Z,Applying Strategic Multiagent Planning to Real-World Travel Sharing Problems,"Jan Hrnčíř, Michael Rovatsos",http://arxiv.org/pdf/1301.0216v1,No journal ref found,none,cs.AI,Summary15355,1301.0552v1,2012-12-12T15:55:09Z,A constraint satisfaction approach to the robust spanning tree problem with interval data,"Ionut Aron, Pascal Van Hentenryck",http://arxiv.org/pdf/1301.0552v1,No journal ref found,none,cs.AI,Summary15356,1301.0553v1,2012-12-12T15:55:13Z,On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures,"Vincent Auvray, Louis Wehenkel",http://arxiv.org/pdf/1301.0553v1,No journal ref found,none,cs.AI,Summary15357,1301.0555v1,2012-12-12T15:55:21Z,Bipolar Possibilistic Representations,"Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade",http://arxiv.org/pdf/1301.0555v1,No journal ref found,none,cs.AI,Summary15358,1301.0557v1,2012-12-12T15:55:30Z,Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation,"Blai Bonet, Judea Pearl",http://arxiv.org/pdf/1301.0557v1,No journal ref found,none,cs.AI,Summary15359,1301.0558v1,2012-12-12T15:55:33Z,Introducing Variable Importance Tradeoffs into CP-Nets,"Ronen I. Brafman, Carmel Domshlak",http://arxiv.org/pdf/1301.0558v1,No journal ref found,none,cs.AI,Summary15360,1301.0559v1,2012-12-12T15:55:37Z,Planning under Continuous Time and Resource Uncertainty: A Challenge for AI,"John Bresina, Richard Dearden, Nicolas Meuleau, Sailesh Ramkrishnan, David Smith, Richard Washington",http://arxiv.org/pdf/1301.0559v1,No journal ref found,none,cs.AI,Summary15361,1301.0560v1,2012-12-12T15:55:41Z,Generalized Instrumental Variables,"Carlos Brito, Judea Pearl",http://arxiv.org/pdf/1301.0560v1,No journal ref found,none,cs.AI,Summary15362,1301.0561v1,2012-12-12T15:55:46Z,Finding Optimal Bayesian Networks,"David Maxwell Chickering, Christopher Meek",http://arxiv.org/pdf/1301.0561v1,No journal ref found,none,cs.AI,Summary15363,1301.0564v1,2012-12-12T15:55:58Z,Iterative Join-Graph Propagation,"Rina Dechter, Kalev Kask, Robert Mateescu",http://arxiv.org/pdf/1301.0564v1,No journal ref found,none,cs.AI,Summary15364,1301.0566v1,2012-12-12T15:56:06Z,Causes and Explanations in the Structural-Model Approach: Tractable Cases,"Thomas Eiter, Thomas Lukasiewicz",http://arxiv.org/pdf/1301.0566v1,No journal ref found,none,cs.AI,Summary15365,1301.0568v1,2012-12-12T15:56:14Z,Factorization of Discrete Probability Distributions,"Dan Geiger, Christopher Meek, Bernd Sturmfels",http://arxiv.org/pdf/1301.0568v1,No journal ref found,none,cs.AI,Summary15366,1301.0569v1,2012-12-12T15:56:18Z,Statistical Decisions Using Likelihood Information Without Prior Probabilities,"Phan H. Giang, Prakash P. Shenoy",http://arxiv.org/pdf/1301.0569v1,No journal ref found,none,cs.AI,Summary15367,1301.0571v1,2012-12-12T15:56:27Z,Distributed Planning in Hierarchical Factored MDPs,"Carlos E. Guestrin, Geoffrey Gordon",http://arxiv.org/pdf/1301.0571v1,No journal ref found,none,cs.AI,Summary15368,1301.0572v1,2012-12-12T15:56:30Z,Expectation Propogation for approximate inference in dynamic Bayesian networks,"Tom Heskes, Onno Zoeter",http://arxiv.org/pdf/1301.0572v1,No journal ref found,none,cs.AI,Summary15369,1301.0574v1,2012-12-12T15:56:38Z,Unconstrained Influence Diagrams,"Finn Verner Jensen, Marta Vomlelova",http://arxiv.org/pdf/1301.0574v1,No journal ref found,none,cs.AI,Summary15370,1301.0576v1,2012-12-12T15:56:46Z,A Bayesian Network Scoring Metric That Is Based On Globally Uniform Parameter Priors,"Mehmet Kayaalp, Gregory F. Cooper",http://arxiv.org/pdf/1301.0576v1,No journal ref found,none,cs.AI,Summary15371,1301.0580v1,2012-12-12T15:57:02Z,Value Function Approximation in Zero-Sum Markov Games,"Michail Lagoudakis, Ron Parr",http://arxiv.org/pdf/1301.0580v1,No journal ref found,none,cs.AI,Summary15372,1301.0582v1,2012-12-12T15:57:11Z,Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net,"Uri Lerner, Brooks Moses, Maricia Scott, Sheila McIlraith, Daphne Koller",http://arxiv.org/pdf/1301.0582v1,No journal ref found,none,cs.AI,Summary15373,1301.0585v1,2012-12-12T15:57:23Z,Formalizing Scenario Analysis,"Peter McBurney, Simon Parsons",http://arxiv.org/pdf/1301.0585v1,No journal ref found,none,cs.AI,Summary15374,1301.0589v1,2012-12-12T15:57:39Z,Real-valued All-Dimensions search: Low-overhead rapid searching over subsets of attributes,"Andrew Moore, Jeff Schneider",http://arxiv.org/pdf/1301.0589v1,No journal ref found,none,cs.AI,Summary15375,1301.0590v1,2012-12-12T15:57:43Z,Factored Particles for Scalable Monitoring,"Brenda Ng, Leonid Peshkin, Avi Pfeffer",http://arxiv.org/pdf/1301.0590v1,No journal ref found,none,cs.AI,Summary15376,1301.0591v1,2012-12-12T15:57:47Z,Continuous Time Bayesian Networks,"Uri Nodelman, Christian R. Shelton, Daphne Koller",http://arxiv.org/pdf/1301.0591v1,No journal ref found,none,cs.AI,Summary15377,1301.0592v1,2012-12-12T15:57:50Z,MAP Complexity Results and Approximation Methods,James D. Park,http://arxiv.org/pdf/1301.0592v1,No journal ref found,none,cs.AI,Summary15378,1301.0596v1,2012-12-12T15:58:05Z,From Qualitative to Quantitative Probabilistic Networks,"Silja Renooij, Linda C. van der Gaag",http://arxiv.org/pdf/1301.0596v1,No journal ref found,none,cs.AI,Summary15379,1301.0597v1,2012-12-12T15:58:09Z,Inference with Seperately Specified Sets of Probabilities in Credal Networks,"Jose Carlos Ferreira da Rocha, Fabio Gagliardi Cozman",http://arxiv.org/pdf/1301.0597v1,No journal ref found,none,cs.AI,Summary15380,1301.0603v1,2012-12-12T15:58:34Z,Real-Time Inference with Large-Scale Temporal Bayes Nets,"Masami Takikawa, Bruce DAmbrosio, Ed Wright",http://arxiv.org/pdf/1301.0603v1,No journal ref found,none,cs.AI,Summary15381,1301.0605v1,2012-12-12T15:58:42Z,Loopy Belief Propogation and Gibbs Measures,"Sekhar Tatikonda, Michael I. Jordan",http://arxiv.org/pdf/1301.0605v1,No journal ref found,none,cs.AI,Summary15382,1301.0606v1,2012-12-12T15:58:46Z,Anytime State-Based Solution Methods for Decision Processes with non-Markovian Rewards,"Sylvie Thiebaux, Froduald Kabanza, John Slanley",http://arxiv.org/pdf/1301.0606v1,No journal ref found,none,cs.AI,Summary15383,1301.0608v1,2012-12-12T15:58:54Z,On the Testable Implications of Causal Models with Hidden Variables,"Jin Tian, Judea Pearl",http://arxiv.org/pdf/1301.0608v1,No journal ref found,none,cs.AI,Summary15384,1301.0609v1,2012-12-12T15:58:58Z,Exploiting Functional Dependence in Bayesian Network Inference,Jirka Vomlel,http://arxiv.org/pdf/1301.0609v1,No journal ref found,none,cs.AI,Summary15385,1301.0611v1,2012-12-12T15:59:06Z,Decision Principles to justify Carnaps Updating Method and to Suggest Corrections of Probability Judgments (Invited Talks),Peter P. Wakker,http://arxiv.org/pdf/1301.0611v1,No journal ref found,none,cs.AI,Summary15386,1301.0614v1,2012-12-12T15:59:19Z,Inductive Policy Selection for First-Order MDPs,"Sung Wook Yoon, Alan Fern, Robert Givan",http://arxiv.org/pdf/1301.0614v1,No journal ref found,none,cs.AI,Summary15387,1301.1385v1,2013-01-08T02:28:49Z,Translating NP-SPEC into ASP,"Mario Alviano, Wolfgang Faber",http://arxiv.org/pdf/1301.1385v1,No journal ref found,none,cs.AI,Summary15388,1301.1387v1,2013-01-08T02:29:05Z,Language ASP{f} with Arithmetic Expressions and Consistency-Restoring Rules,"Marcello Balduccini, Michael Gelfond",http://arxiv.org/pdf/1301.1387v1,No journal ref found,none,cs.AI,Summary15389,1301.1388v1,2013-01-08T02:29:11Z,Utilizing ASP for Generating and Visualizing Argumentation Frameworks,"Günther Charwat, Johannes Peter Wallner, Stefan Woltran",http://arxiv.org/pdf/1301.1388v1,No journal ref found,none,cs.AI,Summary15390,1301.1389v1,2013-01-08T02:29:17Z,Planning and Scheduling in Hybrid Domains Using Answer Set Programming,Sandeep Chintabathina,http://arxiv.org/pdf/1301.1389v1,No journal ref found,none,cs.AI,Summary15391,1301.1392v1,2013-01-08T02:29:44Z,Answer Set Programming for Stream Reasoning,"Martin Gebser, Torsten Grote, Roland Kaminski, Philipp Obermeier, Orkunt Sabuncu, Torsten Schaub",http://arxiv.org/pdf/1301.1392v1,No journal ref found,none,cs.AI,Summary15392,1301.2005v3,2013-01-09T23:02:34Z,A Distance-based Paraconsistent Semantics for DL-Lite,"Xiaowang Zhang, Kewen Wang, Zhe Wang, Yue Ma, Guilin Qi",http://arxiv.org/pdf/1301.2005v3,No journal ref found,none,cs.AI,Summary15393,1301.2137v1,2013-01-10T14:41:52Z,A Forgetting-based Approach to Merging Knowledge Bases,"Dai Xu, Xiaowang Zhang, Zuoquan Lin",http://arxiv.org/pdf/1301.2137v1,"2010 International Conference on Progress in Informatics and Computing, IEEE Computer Society, vol 1, pp. 321-325",none,cs.AI,Summary15394,1301.2146v1,2013-01-10T15:07:22Z,A Paraconsistent Tableau Algorithm Based on Sign Transformation in Semantic Web,"Xiaowang Zhang, Guohui Xiao, Zuoquan Lin",http://arxiv.org/pdf/1301.2146v1,No journal ref found,none,cs.AI,Summary15395,1301.2215v1,2013-01-10T18:52:32Z,"Proceedings of Answer Set Programming and Other Computing Paradigms (ASPOCP 2012), 5th International Workshop, September 4, 2012, Budapest, Hungary","Michael Fink, Yuliya Lierler",http://arxiv.org/pdf/1301.2215v1,No journal ref found,none,cs.AI,Summary15396,1301.2254v1,2013-01-10T16:22:27Z,Markov Chain Monte Carlo using Tree-Based Priors on Model Structure,"Nicos Angelopoulos, James Cussens",http://arxiv.org/pdf/1301.2254v1,No journal ref found,none,cs.AI,Summary15397,1301.2255v1,2013-01-10T16:22:32Z,Graphical readings of possibilistic logic bases,"Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade",http://arxiv.org/pdf/1301.2255v1,No journal ref found,none,cs.AI,Summary15398,1301.2257v1,2013-01-10T16:22:40Z,A Calculus for Causal Relevance,Blai Bonet,http://arxiv.org/pdf/1301.2257v1,No journal ref found,none,cs.AI,Summary15399,1301.2259v1,2013-01-10T16:22:49Z,UCP-Networks: A Directed Graphical Representation of Conditional Utilities,"Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman",http://arxiv.org/pdf/1301.2259v1,No journal ref found,none,cs.AI,Summary15400,1301.2260v1,2013-01-10T16:22:53Z,Confidence Inference in Bayesian Networks,"Jian Cheng, Marek J. Druzdzel",http://arxiv.org/pdf/1301.2260v1,No journal ref found,none,cs.AI,Summary15401,1301.2263v1,2013-01-10T16:23:05Z,Linearity Properties of Bayes Nets with Binary Variables,"David Danks, Clark Glymour",http://arxiv.org/pdf/1301.2263v1,No journal ref found,none,cs.AI,Summary15402,1301.2265v1,2013-01-10T16:23:13Z,Hybrid Processing of Beliefs and Constraints,"Rina Dechter, David Ephraim Larkin",http://arxiv.org/pdf/1301.2265v1,No journal ref found,none,cs.AI,Summary15403,1301.2271v1,2013-01-10T16:23:40Z,A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory,"Phan H. Giang, Prakash P. Shenoy",http://arxiv.org/pdf/1301.2271v1,No journal ref found,none,cs.AI,Summary15404,1301.2272v1,2013-01-10T16:23:44Z,Enumerating Markov Equivalence Classes of Acyclic Digraph Models,"Steven B. Gillispie, Michael D. Perlman",http://arxiv.org/pdf/1301.2272v1,No journal ref found,none,cs.AI,Summary15405,1301.2274v1,2013-01-10T16:23:53Z,"Similarity Measures on Preference Structures, Part II: Utility Functions","Vu A. Ha, Peter Haddawy, John Miyamoto",http://arxiv.org/pdf/1301.2274v1,No journal ref found,none,cs.AI,Summary15406,1301.2275v1,2013-01-10T16:23:57Z,Causes and Explanations: A Structural-Model Approach --- Part 1: Causes,"Joseph Y. Halpern, Judea Pearl",http://arxiv.org/pdf/1301.2275v1,No journal ref found,none,cs.AI,Summary15407,1301.2279v1,2013-01-10T16:24:15Z,A Bayesian Approach to Tackling Hard Computational Problems,"Eric J. Horvitz, Yongshao Ruan, Carla P. Gomes, Henry Kautz, Bart Selman, David Maxwell Chickering",http://arxiv.org/pdf/1301.2279v1,No journal ref found,none,cs.AI,Summary15408,1301.2282v1,2013-01-10T16:24:28Z,On characterizing Inclusion of Bayesian Networks,"Tomas Kocka, Remco R. Bouckaert, Milan Studeny",http://arxiv.org/pdf/1301.2282v1,No journal ref found,none,cs.AI,Summary15409,1301.2285v1,2013-01-10T16:24:41Z,Plausible reasoning from spatial observations,"Jerome Lang, Philippe Muller",http://arxiv.org/pdf/1301.2285v1,No journal ref found,none,cs.AI,Summary15410,1301.2287v1,2013-01-10T16:24:50Z,Hypothesis Management in Situation-Specific Network Construction,"Kathryn Blackmond Laskey, Suzanne M. Mahoney, Ed Wright",http://arxiv.org/pdf/1301.2287v1,No journal ref found,none,cs.AI,Summary15411,1301.2288v1,2013-01-10T16:24:54Z,Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms,"Uri Lerner, Ron Parr",http://arxiv.org/pdf/1301.2288v1,No journal ref found,none,cs.AI,Summary15412,1301.2289v1,2013-01-10T16:24:58Z,Exact Inference in Networks with Discrete Children of Continuous Parents,"Uri Lerner, Eran Segal, Daphne Koller",http://arxiv.org/pdf/1301.2289v1,No journal ref found,none,cs.AI,Summary15413,1301.2290v1,2013-01-10T16:25:03Z,Probabilistic Logic Programming under Inheritance with Overriding,Thomas Lukasiewicz,http://arxiv.org/pdf/1301.2290v1,No journal ref found,none,cs.AI,Summary15414,1301.2291v1,2013-01-10T16:25:07Z,"Solving Influence Diagrams using HUGIN, Shafer-Shenoy and Lazy Propagation","Anders L. Madsen, Dennis Nilsson",http://arxiv.org/pdf/1301.2291v1,No journal ref found,none,cs.AI,Summary15415,1301.2293v1,2013-01-10T16:25:16Z,Aggregating Learned Probabilistic Beliefs,"Pedrito Maynard-Reid II, Urszula Chajewska",http://arxiv.org/pdf/1301.2293v1,No journal ref found,none,cs.AI,Summary15416,1301.2295v1,2013-01-10T16:25:25Z,Recognition Networks for Approximate Inference in BN20 Networks,Quaid Morris,http://arxiv.org/pdf/1301.2295v1,No journal ref found,none,cs.AI,Summary15417,1301.2296v1,2013-01-10T16:25:29Z,The Factored Frontier Algorithm for Approximate Inference in DBNs,"Kevin Murphy, Yair Weiss",http://arxiv.org/pdf/1301.2296v1,No journal ref found,none,cs.AI,Summary15418,1301.2297v1,2013-01-10T16:25:34Z,A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application,"Ann Nicholson, Tal Boneh, Tim Wilkin, Kaye Stacey, Liz Sonenberg, Vicki Steinle",http://arxiv.org/pdf/1301.2297v1,No journal ref found,none,cs.AI,Summary15419,1301.2299v1,2013-01-10T16:25:42Z,Approximating MAP using Local Search,"James D. Park, Adnan Darwiche",http://arxiv.org/pdf/1301.2299v1,No journal ref found,none,cs.AI,Summary15420,1301.2301v1,2013-01-10T16:25:51Z,"Sufficiency, Separability and Temporal Probabilistic Models",Avi Pfeffer,http://arxiv.org/pdf/1301.2301v1,No journal ref found,none,cs.AI,Summary15421,1301.2302v1,2013-01-10T16:25:55Z,Toward General Analysis of Recursive Probability Models,"Daniel Pless, George Luger",http://arxiv.org/pdf/1301.2302v1,No journal ref found,none,cs.AI,Summary15422,1301.2304v1,2013-01-10T16:26:03Z,Vector-space Analysis of Belief-state Approximation for POMDPs,"Pascal Poupart, Craig Boutilier",http://arxiv.org/pdf/1301.2304v1,No journal ref found,none,cs.AI,Summary15423,1301.2305v1,2013-01-10T16:26:08Z,Value-Directed Sampling Methods for POMDPs,"Pascal Poupart, Luis E. Ortiz, Craig Boutilier",http://arxiv.org/pdf/1301.2305v1,No journal ref found,none,cs.AI,Summary15424,1301.2307v1,2013-01-10T16:26:17Z,Decision-Theoretic Planning with Concurrent Temporally Extended Actions,"Khashayar Rohanimanesh, Sridhar Mahadevan",http://arxiv.org/pdf/1301.2307v1,No journal ref found,none,cs.AI,Summary15425,1301.2308v1,2013-01-10T16:26:22Z,A Tractable POMDP for a Class of Sequencing Problems,"Paat Rusmevichientong, Benjamin van Roy",http://arxiv.org/pdf/1301.2308v1,No journal ref found,none,cs.AI,Summary15426,1301.2312v1,2013-01-10T16:26:39Z,Causal Discovery from Changes,"Jin Tian, Judea Pearl",http://arxiv.org/pdf/1301.2312v1,No journal ref found,none,cs.AI,Summary15427,1301.2313v1,2013-01-10T16:26:44Z,Bayesian Error-Bars for Belief Net Inference,"Tim Van Allen, Russell Greiner, Peter Hooper",http://arxiv.org/pdf/1301.2313v1,No journal ref found,none,cs.AI,Summary15428,1301.2314v1,2013-01-10T16:26:48Z,Analysing Sensitivity Data from Probabilistic Networks,"Linda C. van der Gaag, Silja Renooij",http://arxiv.org/pdf/1301.2314v1,No journal ref found,none,cs.AI,Summary15429,1301.2319v1,2013-01-10T16:27:11Z,Planning and Acting under Uncertainty: A New Model for Spoken Dialogue Systems,"Bo Zhang, Qingsheng Cai, Jianfeng Mao, Baining Guo",http://arxiv.org/pdf/1301.2319v1,No journal ref found,none,cs.AI,Summary15430,1301.2774v3,2013-01-13T14:12:53Z,Crowd Labeling: a survey,"Jafar Muhammadi, Hamid Reza Rabiee, Abbas Hosseini",http://arxiv.org/pdf/1301.2774v3,No journal ref found,none,cs.AI,Summary15431,1301.3832v1,2013-01-16T15:48:38Z,A Complete Calculus for Possibilistic Logic Programming with Fuzzy Propositional Variables,"Teresa Alsinet, Lluis Godo",http://arxiv.org/pdf/1301.3832v1,No journal ref found,none,cs.AI,Summary15432,1301.3834v1,2013-01-16T15:48:48Z,Perfect Tree-Like Markovian Distributions,"Ann Becker, Dan Geiger, Christopher Meek",http://arxiv.org/pdf/1301.3834v1,No journal ref found,none,cs.AI,Summary15433,1301.3835v1,2013-01-16T15:48:52Z,A Principled Analysis of Merging Operations in Possibilistic Logic,"Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade",http://arxiv.org/pdf/1301.3835v1,No journal ref found,none,cs.AI,Summary15434,1301.3836v1,2013-01-16T15:48:55Z,The Complexity of Decentralized Control of Markov Decision Processes,"Daniel S Bernstein, Shlomo Zilberstein, Neil Immerman",http://arxiv.org/pdf/1301.3836v1,No journal ref found,none,cs.AI,Summary15435,1301.3839v1,2013-01-16T15:49:07Z,Approximately Optimal Monitoring of Plan Preconditions,Craig Boutilier,http://arxiv.org/pdf/1301.3839v1,No journal ref found,none,cs.AI,Summary15436,1301.3841v1,2013-01-16T15:49:15Z,Computational Investigation of Low-Discrepancy Sequences in Simulation Algorithms for Bayesian Networks,"Jian Cheng, Marek J. Druzdzel",http://arxiv.org/pdf/1301.3841v1,No journal ref found,none,cs.AI,Summary15437,1301.3842v1,2013-01-16T15:49:19Z,A Decision Theoretic Approach to Targeted Advertising,"David Maxwell Chickering, David Heckerman",http://arxiv.org/pdf/1301.3842v1,No journal ref found,none,cs.AI,Summary15438,1301.3844v1,2013-01-16T15:49:26Z,A Bayesian Method for Causal Modeling and Discovery Under Selection,Gregory F. Cooper,http://arxiv.org/pdf/1301.3844v1,No journal ref found,none,cs.AI,Summary15439,1301.3845v1,2013-01-16T15:49:30Z,Separation Properties of Sets of Probability Measures,Fabio Gagliardi Cozman,http://arxiv.org/pdf/1301.3845v1,No journal ref found,none,cs.AI,Summary15440,1301.3846v1,2013-01-16T15:49:34Z,"Stochastic Logic Programs: Sampling, Inference and Applications",James Cussens,http://arxiv.org/pdf/1301.3846v1,No journal ref found,none,cs.AI,Summary15441,1301.3847v1,2013-01-16T15:49:38Z,A Differential Approach to Inference in Bayesian Networks,Adnan Darwiche,http://arxiv.org/pdf/1301.3847v1,No journal ref found,none,cs.AI,Summary15442,1301.3848v1,2013-01-16T15:49:42Z,Any-Space Probabilistic Inference,Adnan Darwiche,http://arxiv.org/pdf/1301.3848v1,No journal ref found,none,cs.AI,Summary15443,1301.3855v1,2013-01-16T15:50:10Z,Likelihood Computations Using Value Abstractions,"Nir Friedman, Dan Geiger, Noam Lotner",http://arxiv.org/pdf/1301.3855v1,No journal ref found,none,cs.AI,Summary15444,1301.3858v1,2013-01-16T15:50:22Z,A Qualitative Linear Utility Theory for Spohns Theory of Epistemic Beliefs,"Phan H. Giang, Prakash P. Shenoy",http://arxiv.org/pdf/1301.3858v1,No journal ref found,none,cs.AI,Summary15445,1301.3859v1,2013-01-16T15:50:26Z,Building a Stochastic Dynamic Model of Application Use,"Peter J. Gorniak, David L. Poole",http://arxiv.org/pdf/1301.3859v1,No journal ref found,none,cs.AI,Summary15446,1301.3860v1,2013-01-16T15:50:30Z,Maximum Entropy and the Glasses You Are Looking Through,Peter D. Grunwald,http://arxiv.org/pdf/1301.3860v1,No journal ref found,none,cs.AI,Summary15447,1301.3864v1,2013-01-16T15:50:46Z,Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning,"Michael C. Horsch, Bill Havens",http://arxiv.org/pdf/1301.3864v1,No journal ref found,none,cs.AI,Summary15448,1301.3866v1,2013-01-16T15:50:54Z,Marginalization in Composed Probabilistic Models,Radim Jirousek,http://arxiv.org/pdf/1301.3866v1,No journal ref found,none,cs.AI,Summary15449,1301.3868v1,2013-01-16T15:51:02Z,Making Sensitivity Analysis Computationally Efficient,"Uffe Kjærulff, Linda C. van der Gaag",http://arxiv.org/pdf/1301.3868v1,No journal ref found,none,cs.AI,Summary15450,1301.3869v1,2013-01-16T15:51:06Z,Policy Iteration for Factored MDPs,"Daphne Koller, Ron Parr",http://arxiv.org/pdf/1301.3869v1,No journal ref found,none,cs.AI,Summary15451,1301.3872v1,2013-01-16T15:51:18Z,Causal Mechanism-based Model Construction,"Tsai-Ching Lu, Marek J. Druzdzel, Tze-Yun Leong",http://arxiv.org/pdf/1301.3872v1,No journal ref found,none,cs.AI,Summary15452,1301.3873v1,2013-01-16T15:51:22Z,Credal Networks under Maximum Entropy,Thomas Lukasiewicz,http://arxiv.org/pdf/1301.3873v1,No journal ref found,none,cs.AI,Summary15453,1301.3874v1,2013-01-16T15:51:26Z,Risk Agoras: Dialectical Argumentation for Scientific Reasoning,"Peter McBurney, Simon Parsons",http://arxiv.org/pdf/1301.3874v1,No journal ref found,none,cs.AI,Summary15454,1301.3876v1,2013-01-16T15:51:34Z,Probabilistic Models for Agents Beliefs and Decisions,"Brian Milch, Daphne Koller",http://arxiv.org/pdf/1301.3876v1,No journal ref found,none,cs.AI,Summary15455,1301.3879v1,2013-01-16T15:51:46Z,Representing and Solving Asymmetric Bayesian Decision Problems,"Thomas D. Nielsen, Finn Verner Jensen",http://arxiv.org/pdf/1301.3879v1,No journal ref found,none,cs.AI,Summary15456,1301.3880v1,2013-01-16T15:51:50Z,Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example,"Thomas D. Nielsen, Pierre-Henri Wuillemin, Finn Verner Jensen, Uffe Kjærulff",http://arxiv.org/pdf/1301.3880v1,No journal ref found,none,cs.AI,Summary15457,1301.3881v1,2013-01-16T15:51:54Z,Evaluating Influence Diagrams using LIMIDs,"Dennis Nilsson, Steffen L. Lauritzen",http://arxiv.org/pdf/1301.3881v1,No journal ref found,none,cs.AI,Summary15458,1301.3883v1,2013-01-16T15:52:02Z,Conversation as Action Under Uncertainty,"Tim Paek, Eric J. Horvitz",http://arxiv.org/pdf/1301.3883v1,No journal ref found,none,cs.AI,Summary15459,1301.3887v1,2013-01-16T15:52:18Z,Value-Directed Belief State Approximation for POMDPs,"Pascal Poupart, Craig Boutilier",http://arxiv.org/pdf/1301.3887v1,No journal ref found,none,cs.AI,Summary15460,1301.3888v1,2013-01-16T15:52:22Z,Probabilistic State-Dependent Grammars for Plan Recognition,"David V. Pynadath, Michael P. Wellman",http://arxiv.org/pdf/1301.3888v1,No journal ref found,none,cs.AI,Summary15461,1301.3889v1,2013-01-16T15:52:25Z,Pivotal Pruning of Trade-offs in QPNs,"Silja Renooij, Linda C. van der Gaag, Simon Parsons, Shaw Green",http://arxiv.org/pdf/1301.3889v1,No journal ref found,none,cs.AI,Summary15462,1301.3893v1,2013-01-16T15:52:41Z,A Knowledge Acquisition Tool for Bayesian-Network Troubleshooters,Claus Skaanning,http://arxiv.org/pdf/1301.3893v1,No journal ref found,none,cs.AI,Summary15463,1301.3894v1,2013-01-16T15:52:45Z,On the Use of Skeletons when Learning in Bayesian Networks,Harald Steck,http://arxiv.org/pdf/1301.3894v1,No journal ref found,none,cs.AI,Summary15464,1301.3898v1,2013-01-16T15:53:00Z,Probabilities of Causation: Bounds and Identification,"Jin Tian, Judea Pearl",http://arxiv.org/pdf/1301.3898v1,No journal ref found,none,cs.AI,Summary15465,1301.3900v1,2013-01-16T15:53:09Z,Conditional Independence and Markov Properties in Possibility Theory,Jirina Vejnarova,http://arxiv.org/pdf/1301.3900v1,No journal ref found,none,cs.AI,Summary15466,1301.3903v1,2013-01-16T15:53:24Z,Exploiting Qualitative Knowledge in the Learning of Conditional Probabilities of Bayesian Networks,"Frank Wittig, Anthony Jameson",http://arxiv.org/pdf/1301.3903v1,No journal ref found,none,cs.AI,Summary15467,1301.4272v1,2013-01-17T23:37:47Z,View-based propagation of decomposable constraints,"Marco Correia, Pedro Barahona",http://arxiv.org/pdf/1301.4272v1,No journal ref found,none,cs.AI,Summary15468,1301.4430v1,2013-01-18T16:50:44Z,User Interface Tools for Navigation in Conditional Probability Tables and Elicitation of Probabilities in Bayesian Networks,"Haiqin Wang, Marek J. Druzdzel",http://arxiv.org/pdf/1301.4430v1,No journal ref found,none,cs.AI,Summary15469,1301.4604v2,2013-01-19T22:32:52Z,Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (2012),"Nando de Freitas, Kevin Murphy",http://arxiv.org/pdf/1301.4604v2,No journal ref found,none,cs.AI,Summary15470,1301.4606v2,2013-01-19T23:12:33Z,Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (2003),"Christopher Meek, Uffe Kjaerulff",http://arxiv.org/pdf/1301.4606v2,No journal ref found,none,cs.AI,Summary15471,1301.4607v2,2013-01-19T23:16:59Z,Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (2001),"John Breese, Daphne Koller",http://arxiv.org/pdf/1301.4607v2,No journal ref found,none,cs.AI,Summary15472,1301.4608v2,2013-01-19T23:17:26Z,Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (2002),"Adnan Darwiche, Nir Friedman",http://arxiv.org/pdf/1301.4608v2,No journal ref found,none,cs.AI,Summary15473,1301.4659v1,2013-01-20T14:13:22Z,English Sentence Recognition using Artificial Neural Network through Mouse-based Gestures,Firoj Parwej,http://arxiv.org/pdf/1301.4659v1,"International Journal of Computer Applications (IJCA)USA, Volume 61, No.17, January 2013 ISSN 0975 - 8887, http://www.ijcaonline.org, http://www.ijcaonline.org/archives/volume61/number17/10023-4998",none,cs.AI,Summary15474,1301.4991v1,2013-01-21T12:42:17Z,Knowledge Base Approach for 3D Objects Detection in Point Clouds Using 3D Processing and Specialists Knowledge,"Helmi Ben Hmida, Christophe Cruz, Frank Boochs, Christophe Nicolle",http://arxiv.org/pdf/1301.4991v1,"International Journal On Advances in Intelligent Systems 5, 1 et 2 (2012) 1-14",none,cs.AI,Summary15475,1301.4992v1,2013-01-21T12:43:38Z,From 9-IM Topological Operators to Qualitative Spatial Relations using 3D Selective Nef Complexes and Logic Rules for bodies,"Helmi Ben Hmida, Christophe Cruz, Frank Boochs, Christophe Nicolle",http://arxiv.org/pdf/1301.4992v1,"International Conference on Knowledge Engineering and Ontology Development, Barcelone : Spain (2012)",none,cs.AI,Summary15476,1301.5946v1,2013-01-25T01:56:03Z,Computer Poker Research at LIACC,"Luís Filipe Teófilo, Luís Paulo Reis, Henrique Lopes Cardoso, Dinis Félix, Rui Sêca, João Ferreira, Pedro Mendes, Nuno Cruz, Vitor Pereira, Nuno Passos",http://arxiv.org/pdf/1301.5946v1,No journal ref found,none,cs.AI,Summary15477,1301.6011v1,2013-01-25T11:24:05Z,A Framework for Intelligent Medical Diagnosis using Rough Set with Formal Concept Analysis,"B. K. Tripathy, D. P. Acharjya, V. Cynthya",http://arxiv.org/pdf/1301.6011v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.2, No.2, April 2011",none,cs.AI,Summary15478,1301.6262v1,2013-01-26T14:41:03Z,Developing Parallel Dependency Graph In Improving Game Balancing,Sim-Hui Tee,http://arxiv.org/pdf/1301.6262v1,No journal ref found,none,cs.AI,Summary15479,1301.6359v2,2013-01-27T14:29:04Z,Subjective Reality and Strong Artificial Intelligence,Alexander Serov,http://arxiv.org/pdf/1301.6359v2,No journal ref found,none,cs.AI,Summary15480,1301.6675v1,2013-01-23T15:56:38Z,A Temporal Bayesian Network for Diagnosis and Prediction,"Gustavo Arroyo-Figueroa, Luis Enrique Sucar",http://arxiv.org/pdf/1301.6675v1,No journal ref found,none,cs.AI,Summary15481,1301.6679v1,2013-01-23T15:56:55Z,Possibilistic logic bases and possibilistic graphs,"Salem Benferhat, Didier Dubois, Laurent Garcia, Henri Prade",http://arxiv.org/pdf/1301.6679v1,No journal ref found,none,cs.AI,Summary15482,1301.6680v1,2013-01-23T15:56:59Z,Artificial Decision Making Under Uncertainty in Intelligent Buildings,"Magnus Boman, Paul Davidsson, Hakan L. Younes",http://arxiv.org/pdf/1301.6680v1,No journal ref found,none,cs.AI,Summary15483,1301.6681v1,2013-01-23T15:57:03Z,Reasoning With Conditional Ceteris Paribus Preference Statem,"Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David L. Poole",http://arxiv.org/pdf/1301.6681v1,No journal ref found,none,cs.AI,Summary15484,1301.6686v1,2013-01-23T15:57:22Z,Causal Discovery from a Mixture of Experimental and Observational Data,"Gregory F. Cooper, Changwon Yoo",http://arxiv.org/pdf/1301.6686v1,No journal ref found,none,cs.AI,Summary15485,1301.6687v1,2013-01-23T15:57:26Z,Loglinear models for first-order probabilistic reasoning,James Cussens,http://arxiv.org/pdf/1301.6687v1,No journal ref found,none,cs.AI,Summary15486,1301.6689v1,2013-01-23T15:57:34Z,A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data,"Denver Dash, Marek J. Druzdzel",http://arxiv.org/pdf/1301.6689v1,No journal ref found,none,cs.AI,Summary15487,1301.6691v1,2013-01-23T15:57:43Z,Hybrid Probabilistic Programs: Algorithms and Complexity,"Michael I. Dekhtyar, Alex Dekhtyar, V. S. Subrahmanian",http://arxiv.org/pdf/1301.6691v1,No journal ref found,none,cs.AI,Summary15488,1301.6692v1,2013-01-23T15:57:47Z,Assessing the value of a candidate. Comparing belief function and possibility theories,"Didier Dubois, Michel Grabisch, Henri Prade, Philippe Smets",http://arxiv.org/pdf/1301.6692v1,No journal ref found,none,cs.AI,Summary15489,1301.6694v1,2013-01-23T15:57:55Z,Qualitative Models for Decision Under Uncertainty without the Commensurability Assumption,"Helene Fargier, Patrice Perny",http://arxiv.org/pdf/1301.6694v1,No journal ref found,none,cs.AI,Summary15490,1301.6699v1,2013-01-23T15:58:18Z,On Transformations between Probability and Spohnian Disbelief Functions,"Phan H. Giang, Prakash P. Shenoy",http://arxiv.org/pdf/1301.6699v1,No journal ref found,none,cs.AI,Summary15491,1301.6700v1,2013-01-23T15:58:22Z,A New Model of Plan Recognition,"Robert P. Goldman, Christopher W. Geib, Christopher A. Miller",http://arxiv.org/pdf/1301.6700v1,No journal ref found,none,cs.AI,Summary15492,1301.6702v1,2013-01-23T15:58:30Z,A Hybrid Approach to Reasoning with Partially Elicited Preference Models,"Vu A. Ha, Peter Haddawy",http://arxiv.org/pdf/1301.6702v1,No journal ref found,none,cs.AI,Summary15493,1301.6703v1,2013-01-23T15:58:34Z,Faithful Approximations of Belief Functions,David Harmanec,http://arxiv.org/pdf/1301.6703v1,No journal ref found,none,cs.AI,Summary15494,1301.6704v1,2013-01-23T15:58:38Z,SPUDD: Stochastic Planning using Decision Diagrams,"Jesse Hoey, Robert St-Aubin, Alan Hu, Craig Boutilier",http://arxiv.org/pdf/1301.6704v1,No journal ref found,none,cs.AI,Summary15495,1301.6706v1,2013-01-23T15:58:47Z,Estimating the Value of Computation in Flexible Information Refinement,"Michael C. Horsch, David L. Poole",http://arxiv.org/pdf/1301.6706v1,No journal ref found,none,cs.AI,Summary15496,1301.6708v1,2013-01-23T15:58:54Z,Mini-Bucket Heuristics for Improved Search,"Kalev Kask, Rina Dechter",http://arxiv.org/pdf/1301.6708v1,No journal ref found,none,cs.AI,Summary15497,1301.6709v1,2013-01-23T15:58:59Z,A General Algorithm for Approximate Inference and its Application to Hybrid Bayes Nets,"Daphne Koller, Uri Lerner, Dragomir Anguelov",http://arxiv.org/pdf/1301.6709v1,No journal ref found,none,cs.AI,Summary15498,1301.6712v1,2013-01-23T15:59:10Z,On Quantified Linguistic Approximation,Ryszard Kowalczyk,http://arxiv.org/pdf/1301.6712v1,No journal ref found,none,cs.AI,Summary15499,1301.6713v1,2013-01-23T15:59:14Z,Choosing Among Interpretations of Probability,"Henry E. Kyburg Jr., Choh Man Teng",http://arxiv.org/pdf/1301.6713v1,No journal ref found,none,cs.AI,Summary15500,1301.6715v1,2013-01-23T15:59:22Z,My Brain is Full: When More Memory Helps,"Christopher Lusena, Tong Li, Shelia Sittinger, Chris Wells, Judy Goldsmith",http://arxiv.org/pdf/1301.6715v1,No journal ref found,none,cs.AI,Summary15501,1301.6716v1,2013-01-23T15:59:26Z,Lazy Evaluation of Symmetric Bayesian Decision Problems,"Anders L. Madsen, Finn Verner Jensen",http://arxiv.org/pdf/1301.6716v1,No journal ref found,none,cs.AI,Summary15502,1301.6717v1,2013-01-23T15:59:31Z,Representing and Combining Partially Specified CPTs,"Suzanne M. Mahoney, Kathryn Blackmond Laskey",http://arxiv.org/pdf/1301.6717v1,No journal ref found,none,cs.AI,Summary15503,1301.6718v1,2013-01-23T15:59:34Z,On the Complexity of Policy Iteration,"Yishay Mansour, Satinder Singh",http://arxiv.org/pdf/1301.6718v1,No journal ref found,none,cs.AI,Summary15504,1301.6719v1,2013-01-23T15:59:38Z,Approximate Planning for Factored POMDPs using Belief State Simplification,"David A. McAllester, Satinder Singh",http://arxiv.org/pdf/1301.6719v1,No journal ref found,none,cs.AI,Summary15505,1301.6720v1,2013-01-23T15:59:42Z,Solving POMDPs by Searching the Space of Finite Policies,"Nicolas Meuleau, Kee-Eung Kim, Leslie Pack Kaelbling, Anthony R. Cassandra",http://arxiv.org/pdf/1301.6720v1,No journal ref found,none,cs.AI,Summary15506,1301.6729v1,2013-01-23T16:00:18Z,Welldefined Decision Scenarios,"Thomas D. Nielsen, Finn Verner Jensen",http://arxiv.org/pdf/1301.6729v1,No journal ref found,none,cs.AI,Summary15507,1301.6732v1,2013-01-23T16:00:29Z,Graphical Representations of Consensus Belief,"David M. Pennock, Michael P. Wellman",http://arxiv.org/pdf/1301.6732v1,No journal ref found,none,cs.AI,Summary15508,1301.6733v1,2013-01-23T16:00:32Z,SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation,"Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa",http://arxiv.org/pdf/1301.6733v1,No journal ref found,none,cs.AI,Summary15509,1301.6734v1,2013-01-23T16:00:36Z,Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability,"Luigi Portinale, Andrea Bobbio",http://arxiv.org/pdf/1301.6734v1,No journal ref found,none,cs.AI,Summary15510,1301.6735v1,2013-01-23T16:00:40Z,Enhancing QPNs for Trade-off Resolution,"Silja Renooij, Linda C. van der Gaag",http://arxiv.org/pdf/1301.6735v1,No journal ref found,none,cs.AI,Summary15511,1301.6736v1,2013-01-23T16:00:44Z,A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments,Regis Sabbadin,http://arxiv.org/pdf/1301.6736v1,No journal ref found,none,cs.AI,Summary15512,1301.6739v1,2013-01-23T16:00:56Z,Efficient Value of Information Computation,Ross D. Shachter,http://arxiv.org/pdf/1301.6739v1,No journal ref found,none,cs.AI,Summary15513,1301.6740v1,2013-01-23T16:01:01Z,Learning Hidden Markov Models with Geometrical Constraints,Hagit Shatkay,http://arxiv.org/pdf/1301.6740v1,No journal ref found,none,cs.AI,Summary15514,1301.6741v1,2013-01-23T16:01:05Z,Practical Uses of Belief Functions,Philippe Smets,http://arxiv.org/pdf/1301.6741v1,No journal ref found,none,cs.AI,Summary15515,1301.6742v1,2013-01-23T16:01:09Z,Multiplicative Factorization of Noisy-Max,"Masami Takikawa, Bruce DAmbrosio",http://arxiv.org/pdf/1301.6742v1,No journal ref found,none,cs.AI,Summary15516,1301.6744v1,2013-01-23T16:01:18Z,Mixture Approximations to Bayesian Networks,"Volker Tresp, Michael Haft, Reimar Hofmann",http://arxiv.org/pdf/1301.6744v1,No journal ref found,none,cs.AI,Summary15517,1301.6745v1,2013-01-23T16:01:22Z,How to Elicit Many Probabilities,"Linda C. van der Gaag, Silja Renooij, Cilia L. M. Witteman, Berthe M. P. Aleman, Babs G. Taal",http://arxiv.org/pdf/1301.6745v1,No journal ref found,none,cs.AI,Summary15518,1301.6746v1,2013-01-23T16:01:26Z,"Probabilistic Belief Change: Expansion, Conditioning and Constraining",Frans Voorbraak,http://arxiv.org/pdf/1301.6746v1,No journal ref found,none,cs.AI,Summary15519,1301.6748v1,2013-01-23T16:01:33Z,Contextual Weak Independence in Bayesian Networks,"Michael S. K. M. Wong, C. J. Butz",http://arxiv.org/pdf/1301.6748v1,No journal ref found,none,cs.AI,Summary15520,1301.6749v1,2013-01-23T16:01:37Z,Inference in Multiply Sectioned Bayesian Networks with Extended Shafer-Shenoy and Lazy Propagation,"Yanping Xiang, Finn Verner Jensen",http://arxiv.org/pdf/1301.6749v1,No journal ref found,none,cs.AI,Summary15521,1301.6750v1,2013-01-23T16:01:41Z,Time-Critical Dynamic Decision Making,"Yanping Xiang, Kim-Leng Poh",http://arxiv.org/pdf/1301.6750v1,No journal ref found,none,cs.AI,Summary15522,1301.6751v1,2013-01-23T16:01:45Z,A Method for Speeding Up Value Iteration in Partially Observable Markov Decision Processes,"Nevin Lianwen Zhang, Stephen S. Lee, Weihong Zhang",http://arxiv.org/pdf/1301.6751v1,No journal ref found,none,cs.AI,Summary15523,1301.6789v1,2013-01-25T11:58:23Z,Approximation of Classification and Measures of Uncertainty in Rough Set on Two Universal Sets,"B. K. Tripathy, D. P. Acharjya",http://arxiv.org/pdf/1301.6789v1,No journal ref found,none,cs.AI,Summary15524,1301.7251v1,2013-01-30T14:58:40Z,"On the Semantics and Automated Deduction for PLFC, a Logic of Possibilistic Uncertainty and Fuzziness","Teresa Alsinet, Lluis Godo, Sandra Sandri",http://arxiv.org/pdf/1301.7251v1,No journal ref found,none,cs.AI,Summary15525,1301.7358v1,2013-01-30T15:02:19Z,On the Acceptability of Arguments in Preference-Based Argumentation,"Leila Amgoud, Claudette Cayrol",http://arxiv.org/pdf/1301.7358v1,No journal ref found,none,cs.AI,Summary15526,1301.7359v1,2013-01-30T15:02:23Z,Merging Uncertain Knowledge Bases in a Possibilistic Logic Framework,"Salem Benferhat, Claudio Sossai",http://arxiv.org/pdf/1301.7359v1,No journal ref found,none,cs.AI,Summary15527,1301.7360v1,2013-01-30T15:02:29Z,A Hybrid Algorithm to Compute Marginal and Joint Beliefs in Bayesian Networks and Its Complexity,"Mark Bloemeke, Marco Valtorta",http://arxiv.org/pdf/1301.7360v1,No journal ref found,none,cs.AI,Summary15528,1301.7361v2,2013-01-30T15:02:33Z,Structured Reachability Analysis for Markov Decision Processes,"Craig Boutilier, Ronen I. Brafman, Christopher W. Geib",http://arxiv.org/pdf/1301.7361v2,No journal ref found,none,cs.AI,Summary15529,1301.7362v1,2013-01-30T15:02:39Z,Tractable Inference for Complex Stochastic Processes,"Xavier Boyen, Daphne Koller",http://arxiv.org/pdf/1301.7362v1,No journal ref found,none,cs.AI,Summary15530,1301.7365v1,2013-01-30T15:02:54Z,Dealing with Uncertainty in Situation Assessment: towards a Symbolic Approach,"Charles Castel, Corine Cossart, Catherine Tessier",http://arxiv.org/pdf/1301.7365v1,No journal ref found,none,cs.AI,Summary15531,1301.7366v1,2013-01-30T15:02:59Z,Marginalizing in Undirected Graph and Hypergraph Models,"Enrique F. Castillo, Juan Ferrándiz, Pilar Sanmartin",http://arxiv.org/pdf/1301.7366v1,No journal ref found,none,cs.AI,Summary15532,1301.7367v1,2013-01-30T15:03:05Z,Utility Elicitation as a Classification Problem,"Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar",http://arxiv.org/pdf/1301.7367v1,No journal ref found,none,cs.AI,Summary15533,1301.7368v1,2013-01-30T15:03:11Z,Irrelevance and Independence Relations in Quasi-Bayesian Networks,Fabio Gagliardi Cozman,http://arxiv.org/pdf/1301.7368v1,No journal ref found,none,cs.AI,Summary15534,1301.7369v1,2013-01-30T15:03:15Z,Dynamic Jointrees,Adnan Darwiche,http://arxiv.org/pdf/1301.7369v1,No journal ref found,none,cs.AI,Summary15535,1301.7370v1,2013-01-30T15:03:20Z,On the Semi-Markov Equivalence of Causal Models,Benoit Desjardins,http://arxiv.org/pdf/1301.7370v1,No journal ref found,none,cs.AI,Summary15536,1301.7371v1,2013-01-30T15:03:26Z,"Comparative Uncertainty, Belief Functions and Accepted Beliefs","Didier Dubois, Helene Fargier, Henri Prade",http://arxiv.org/pdf/1301.7371v1,No journal ref found,none,cs.AI,Summary15537,1301.7372v1,2013-01-30T15:03:31Z,Qualitative Decision Theory with Sugeno Integrals,"Didier Dubois, Henri Prade, Regis Sabbadin",http://arxiv.org/pdf/1301.7372v1,No journal ref found,none,cs.AI,Summary15538,1301.7379v1,2013-01-30T15:04:06Z,Towards Case-Based Preference Elicitation: Similarity Measures on Preference Structures,"Vu A. Ha, Peter Haddawy",http://arxiv.org/pdf/1301.7379v1,No journal ref found,none,cs.AI,Summary15539,1301.7380v1,2013-01-30T15:04:11Z,Solving POMDPs by Searching in Policy Space,Eric A. Hansen,http://arxiv.org/pdf/1301.7380v1,No journal ref found,none,cs.AI,Summary15540,1301.7381v1,2013-01-30T15:04:16Z,Hierarchical Solution of Markov Decision Processes using Macro-actions,"Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier",http://arxiv.org/pdf/1301.7381v1,No journal ref found,none,cs.AI,Summary15541,1301.7383v1,2013-01-30T15:04:26Z,Evaluating Las Vegas Algorithms - Pitfalls and Remedies,"Holger H. Hoos, Thomas Stutzle",http://arxiv.org/pdf/1301.7383v1,No journal ref found,none,cs.AI,Summary15542,1301.7384v1,2013-01-30T15:04:31Z,An Anytime Algorithm for Decision Making under Uncertainty,"Michael C. Horsch, David L. Poole",http://arxiv.org/pdf/1301.7384v1,No journal ref found,none,cs.AI,Summary15543,1301.7386v1,2013-01-30T15:04:41Z,Any Time Probabilistic Reasoning for Sensor Validation,"Pablo H. Ibarguengoytia, Luis Enrique Sucar, Sunil Vadera",http://arxiv.org/pdf/1301.7386v1,No journal ref found,none,cs.AI,Summary15544,1301.7387v1,2013-01-30T15:04:45Z,Measure Selection: Notions of Rationality and Representation Independence,Manfred Jaeger,http://arxiv.org/pdf/1301.7387v1,No journal ref found,none,cs.AI,Summary15545,1301.7391v1,2013-01-30T15:05:04Z,Exact Inference of Hidden Structure from Sample Data in Noisy-OR Networks,"Michael Kearns, Yishay Mansour",http://arxiv.org/pdf/1301.7391v1,No journal ref found,none,cs.AI,Summary15546,1301.7394v1,2013-01-30T15:05:20Z,"A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions","Vasilica Lepar, Prakash P. Shenoy",http://arxiv.org/pdf/1301.7394v1,No journal ref found,none,cs.AI,Summary15547,1301.7395v1,2013-01-30T15:05:25Z,Incremental Tradeoff Resolution in Qualitative Probabilistic Networks,"Chao-Lin Liu, Michael P. Wellman",http://arxiv.org/pdf/1301.7395v1,No journal ref found,none,cs.AI,Summary15548,1301.7396v1,2013-01-30T15:05:30Z,Using Qualitative Relationships for Bounding Probability Distributions,"Chao-Lin Liu, Michael P. Wellman",http://arxiv.org/pdf/1301.7396v1,No journal ref found,none,cs.AI,Summary15549,1301.7397v1,2013-01-30T15:05:34Z,Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge,Thomas Lukasiewicz,http://arxiv.org/pdf/1301.7397v1,No journal ref found,none,cs.AI,Summary15550,1301.7398v1,2013-01-30T15:05:39Z,Lazy Propagation in Junction Trees,"Anders L. Madsen, Finn Verner Jensen",http://arxiv.org/pdf/1301.7398v1,No journal ref found,none,cs.AI,Summary15551,1301.7399v1,2013-01-30T15:05:44Z,Constructing Situation Specific Belief Networks,"Suzanne M. Mahoney, Kathryn Blackmond Laskey",http://arxiv.org/pdf/1301.7399v1,No journal ref found,none,cs.AI,Summary15552,1301.7402v1,2013-01-30T15:06:00Z,From Likelihood to Plausibility,Paul-Andre Monney,http://arxiv.org/pdf/1301.7402v1,No journal ref found,none,cs.AI,Summary15553,1301.7404v1,2013-01-30T15:06:09Z,Resolving Conflicting Arguments under Uncertainties,"Benson Hin Kwong Ng, Kam-Fai Wong, Boon-Toh Low",http://arxiv.org/pdf/1301.7404v1,No journal ref found,none,cs.AI,Summary15554,1301.7405v1,2013-01-30T15:06:15Z,Flexible Decomposition Algorithms for Weakly Coupled Markov Decision Problems,Ron Parr,http://arxiv.org/pdf/1301.7405v1,No journal ref found,none,cs.AI,Summary15555,1301.7406v1,2013-01-30T15:06:20Z,Logarithmic Time Parallel Bayesian Inference,David M. Pennock,http://arxiv.org/pdf/1301.7406v1,No journal ref found,none,cs.AI,Summary15556,1301.7407v1,2013-01-30T15:06:25Z,Learning From What You Dont Observe,"Mark Alan Peot, Ross D. Shachter",http://arxiv.org/pdf/1301.7407v1,No journal ref found,none,cs.AI,Summary15557,1301.7408v1,2013-01-30T15:06:30Z,Context-Specific Approximation in Probabilistic Inference,David L. Poole,http://arxiv.org/pdf/1301.7408v1,No journal ref found,none,cs.AI,Summary15558,1301.7409v1,2013-01-30T15:06:34Z,Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding,"Irina Rish, Kalev Kask, Rina Dechter",http://arxiv.org/pdf/1301.7409v1,No journal ref found,none,cs.AI,Summary15559,1301.7410v1,2013-01-30T15:06:39Z,Decision Theoretic Foundations of Graphical Model Selection,"Paola Sebastiani, Marco Ramoni",http://arxiv.org/pdf/1301.7410v1,No journal ref found,none,cs.AI,Summary15560,1301.7412v1,2013-01-30T15:06:48Z,Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams),Ross D. Shachter,http://arxiv.org/pdf/1301.7412v1,No journal ref found,none,cs.AI,Summary15561,1301.7414v1,2013-01-30T15:06:56Z,Bayesian Networks from the Point of View of Chain Graphs,Milan Studeny,http://arxiv.org/pdf/1301.7414v1,No journal ref found,none,cs.AI,Summary15562,1301.7416v1,2013-01-30T15:07:07Z,Probabilistic Inference in Influence Diagrams,Nevin Lianwen Zhang,http://arxiv.org/pdf/1301.7416v1,No journal ref found,none,cs.AI,Summary15563,1301.7417v1,2013-01-30T15:07:12Z,Planning with Partially Observable Markov Decision Processes: Advances in Exact Solution Method,"Nevin Lianwen Zhang, Stephen S. Lee",http://arxiv.org/pdf/1301.7417v1,No journal ref found,none,cs.AI,Summary15564,1301.7418v1,2013-01-30T15:07:19Z,Flexible and Approximate Computation through State-Space Reduction,Weixiong Zhang,http://arxiv.org/pdf/1301.7418v1,No journal ref found,none,cs.AI,Summary15565,1304.0145v1,2013-03-30T23:21:56Z,Phase Transition and Network Structure in Realistic SAT Problems,"Soumya C. Kambhampati, Thomas Liu",http://arxiv.org/pdf/1304.0145v1,Published as student abstract in Proceedings of AAAI 2013 (National Conference on Artificial Intelligence),none,cs.AI,Summary15566,1304.0620v1,2013-04-02T12:59:41Z,Disjunctive Logic Programs versus Normal Logic Programs,"Heng Zhang, Yan Zhang",http://arxiv.org/pdf/1304.0620v1,No journal ref found,none,cs.AI,Summary15567,1304.0806v3,2013-04-02T22:10:00Z,IFP-Intuitionistic fuzzy soft set theory and its applications,"Faruk Karaaslan, Naim Cagman, Saban Yilmaz",http://arxiv.org/pdf/1304.0806v3,No journal ref found,none,cs.AI,Summary15568,1304.0897v1,2013-04-03T10:08:56Z,Duality in STRIPS planning,Martin Suda,http://arxiv.org/pdf/1304.0897v1,No journal ref found,none,cs.AI,Summary15569,1304.1081v1,2013-03-27T13:54:31Z,Exploiting Functional Dependencies in Qualitative Probabilistic Reasoning,Michael P. Wellman,http://arxiv.org/pdf/1304.1081v1,No journal ref found,none,cs.AI,Summary15570,1304.1082v1,2013-03-27T13:54:37Z,Qualitative Propagation and Scenario-based Explanation of Probabilistic Reasoning,"Max Henrion, Marek J. Druzdzel",http://arxiv.org/pdf/1304.1082v1,No journal ref found,none,cs.AI,Summary15571,1304.1083v1,2013-03-27T13:54:42Z,Managing Uncertainty in Rule Based Cognitive Models,Thomas R. Shultz,http://arxiv.org/pdf/1304.1083v1,No journal ref found,none,cs.AI,Summary15572,1304.1084v1,2013-03-27T13:54:46Z,Context-Dependent Similarity,Yizong Cheng,http://arxiv.org/pdf/1304.1084v1,No journal ref found,none,cs.AI,Summary15573,1304.1085v2,2013-03-27T13:54:52Z,Similarity Networks for the Construction of Multiple-Faults Belief Networks,David Heckerman,http://arxiv.org/pdf/1304.1085v2,No journal ref found,none,cs.AI,Summary15574,1304.1086v1,2013-03-27T13:54:58Z,"Integrating Probabilistic, Taxonomic and Causal Knowledge in Abductive Diagnosis","Dekang Lin, Randy Goebel",http://arxiv.org/pdf/1304.1086v1,No journal ref found,none,cs.AI,Summary15575,1304.1087v1,2013-03-27T13:55:03Z,What is an Optimal Diagnosis?,"David L. Poole, Gregory M. Provan",http://arxiv.org/pdf/1304.1087v1,No journal ref found,none,cs.AI,Summary15576,1304.1088v1,2013-03-27T13:55:08Z,Kutato: An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases,"Edward H. Herskovits, Gregory F. Cooper",http://arxiv.org/pdf/1304.1088v1,No journal ref found,none,cs.AI,Summary15577,1304.1089v1,2013-03-27T13:55:14Z,Ideal Reformulation of Belief Networks,"John S. Breese, Eric J. Horvitz",http://arxiv.org/pdf/1304.1089v1,No journal ref found,none,cs.AI,Summary15578,1304.1090v1,2013-03-27T13:55:20Z,Computationally-Optimal Real-Resource Strategies,"David Einav, Michael R. Fehling",http://arxiv.org/pdf/1304.1090v1,No journal ref found,none,cs.AI,Summary15579,1304.1091v2,2013-03-27T13:55:26Z,Problem Formulation as the Reduction of a Decision Model,"David Heckerman, Eric J. Horvitz",http://arxiv.org/pdf/1304.1091v2,No journal ref found,none,cs.AI,Summary15580,1304.1092v1,2013-03-27T13:55:31Z,Dynamic Construction of Belief Networks,"Robert P. Goldman, Eugene Charniak",http://arxiv.org/pdf/1304.1092v1,No journal ref found,none,cs.AI,Summary15581,1304.1093v1,2013-03-27T13:55:36Z,A New Algorithm for Finding MAP Assignments to Belief Networks,"Solomon Eyal Shimony, Eugene Charniak",http://arxiv.org/pdf/1304.1093v1,No journal ref found,none,cs.AI,Summary15582,1304.1094v1,2013-03-27T13:55:42Z,Reducing Uncertainty in Navigation and Exploration,"K. Bayse, M. Lejter, Keiji Kanazawa",http://arxiv.org/pdf/1304.1094v1,No journal ref found,none,cs.AI,Summary15583,1304.1095v1,2013-03-27T13:55:48Z,Ergo: A Graphical Environment for Constructing Bayesian,"Ingo Beinlich, Edward H. Herskovits",http://arxiv.org/pdf/1304.1095v1,No journal ref found,none,cs.AI,Summary15584,1304.1096v1,2013-03-27T13:55:54Z,Decision Making with Interval Influence Diagrams,"John S. Breese, Kenneth W. Fertig",http://arxiv.org/pdf/1304.1096v1,No journal ref found,none,cs.AI,Summary15585,1304.1097v1,2013-03-27T13:55:59Z,A Randomized Approximation Algorithm of Logic Sampling,"R. Martin Chavez, Gregory F. Cooper",http://arxiv.org/pdf/1304.1097v1,No journal ref found,none,cs.AI,Summary15586,1304.1099v1,2013-03-27T13:56:11Z,"Time, Chance, and Action",Peter Haddawy,http://arxiv.org/pdf/1304.1099v1,No journal ref found,none,cs.AI,Summary15587,1304.1100v1,2013-03-27T13:56:17Z,A Dynamic Approach to Probabilistic Inference,"Michael C. Horsch, David L. Poole",http://arxiv.org/pdf/1304.1100v1,No journal ref found,none,cs.AI,Summary15588,1304.1101v1,2013-03-27T13:56:23Z,Approximations in Bayesian Belief Universe for Knowledge Based Systems,"Frank Jensen, S. K. Anderson",http://arxiv.org/pdf/1304.1101v1,No journal ref found,none,cs.AI,Summary15589,1304.1102v1,2013-03-27T13:56:28Z,Robust Inference Policies,Paul E. Lehner,http://arxiv.org/pdf/1304.1102v1,No journal ref found,none,cs.AI,Summary15590,1304.1103v1,2013-03-27T13:56:34Z,Minimum Error Tree Decomposition,"L. Liu, Y. Ma, D. Wilkins, Z. Bian, X. Ying",http://arxiv.org/pdf/1304.1103v1,No journal ref found,none,cs.AI,Summary15591,1304.1104v1,2013-03-27T13:56:39Z,A Polynomial Time Algorithm for Finding Bayesian Probabilities from Marginal Constraints,"J. W. Miller, R. M. Goodman",http://arxiv.org/pdf/1304.1104v1,No journal ref found,none,cs.AI,Summary15592,1304.1105v1,2013-03-27T13:56:45Z,Computation of Variances in Causal Networks,"Richard E. Neapolitan, James Kenevan",http://arxiv.org/pdf/1304.1105v1,No journal ref found,none,cs.AI,Summary15593,1304.1106v1,2013-03-27T13:56:51Z,A Sensitivity Analysis of Pathfinder,"Keung-Chi Ng, Bruce Abramson",http://arxiv.org/pdf/1304.1106v1,No journal ref found,none,cs.AI,Summary15594,1304.1107v1,2013-03-27T13:56:56Z,IDEAL: A Software Package for Analysis of Influence Diagrams,"Sampath Srinivas, John S. Breese",http://arxiv.org/pdf/1304.1107v1,No journal ref found,none,cs.AI,Summary15595,1304.1108v1,2013-03-27T13:57:02Z,On the Equivalence of Causal Models,"Tom S. Verma, Judea Pearl",http://arxiv.org/pdf/1304.1108v1,No journal ref found,none,cs.AI,Summary15596,1304.1109v1,2013-03-27T13:57:08Z,Application of Confidence Intervals to the Autonomous Acquisition of High-level Spatial Knowledge,Lambert E. Wixson,http://arxiv.org/pdf/1304.1109v1,No journal ref found,none,cs.AI,Summary15597,1304.1110v1,2013-03-27T13:57:14Z,Directed Reduction Algorithms and Decomposable Graphs,"Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh",http://arxiv.org/pdf/1304.1110v1,No journal ref found,none,cs.AI,Summary15598,1304.1111v1,2013-03-27T13:57:20Z,Optimal Decomposition of Belief Networks,Wilson X. Wen,http://arxiv.org/pdf/1304.1111v1,No journal ref found,none,cs.AI,Summary15599,1304.1112v1,2013-03-27T13:57:25Z,Pruning Bayesian Networks for Efficient Computation,"Michelle Baker, Terrance E. Boult",http://arxiv.org/pdf/1304.1112v1,No journal ref found,none,cs.AI,Summary15600,1304.1113v1,2013-03-27T13:57:31Z,On Heuristics for Finding Loop Cutsets in Multiply-Connected Belief Networks,Jonathan Stillman,http://arxiv.org/pdf/1304.1113v1,No journal ref found,none,cs.AI,Summary15601,1304.1114v1,2013-03-27T13:57:38Z,A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System,"Jaap Suermondt, Gregory F. Cooper, David Heckerman",http://arxiv.org/pdf/1304.1114v1,No journal ref found,none,cs.AI,Summary15602,1304.1115v1,2013-03-27T13:57:44Z,Possibility as Similarity: the Semantics of Fuzzy Logic,Enrique H. Ruspini,http://arxiv.org/pdf/1304.1115v1,No journal ref found,none,cs.AI,Summary15603,1304.1116v1,2013-03-27T13:57:49Z,Integrating Case-Based and Rule-Based Reasoning: the Possibilistic Connection,"Soumitra Dutta, Piero P. Bonissone",http://arxiv.org/pdf/1304.1116v1,No journal ref found,none,cs.AI,Summary15604,1304.1117v1,2013-03-27T13:57:54Z,Credibility Discounting in the Theory of Approximate Reasoning,Ronald R. Yager,http://arxiv.org/pdf/1304.1117v1,No journal ref found,none,cs.AI,Summary15605,1304.1118v1,2013-03-27T13:58:00Z,"Updating with Belief Functions, Ordinal Conditioning Functions and Possibility Measures","Didier Dubois, Henri Prade",http://arxiv.org/pdf/1304.1118v1,No journal ref found,none,cs.AI,Summary15606,1304.1120v1,2013-03-27T13:58:12Z,The Transferable Belief Model and Other Interpretations of Dempster-Shafers Model,Philippe Smets,http://arxiv.org/pdf/1304.1120v1,No journal ref found,none,cs.AI,Summary15607,1304.1121v1,2013-03-27T13:58:17Z,Valuation-Based Systems for Discrete Optimization,"Prakash P. Shenoy, Glenn Shafer",http://arxiv.org/pdf/1304.1121v1,No journal ref found,none,cs.AI,Summary15608,1304.1122v1,2013-03-27T13:58:24Z,Computational Aspects of the Mobius Transform,"Robert Kennes, Philippe Smets",http://arxiv.org/pdf/1304.1122v1,No journal ref found,none,cs.AI,Summary15609,1304.1123v1,2013-03-27T13:58:30Z,Using Dempster-Shafer Theory in Knowledge Representation,Alessandro Saffiotti,http://arxiv.org/pdf/1304.1123v1,No journal ref found,none,cs.AI,Summary15610,1304.1124v1,2013-03-27T13:58:36Z,A Hierarchical Approach to Designing Approximate Reasoning-Based Controllers for Dynamic Physical Systems,"Hamid R. Berenji, Yung-Yaw Chen, Chuen-Chien Lee, Jyh-Shing Jang, S. Murugesan",http://arxiv.org/pdf/1304.1124v1,No journal ref found,none,cs.AI,Summary15611,1304.1125v1,2013-03-27T13:58:42Z,Evidence Combination and Reasoning and Its Application to Real-World Problem-Solving,"L. W. Chang, Rangasami L. Kashyap",http://arxiv.org/pdf/1304.1125v1,No journal ref found,none,cs.AI,Summary15612,1304.1126v1,2013-03-27T13:58:47Z,On Some Equivalence Relations between Incidence Calculus and Dempster-Shafer Theory of Evidence,"F. Correa da Silva, Alan Bundy",http://arxiv.org/pdf/1304.1126v1,No journal ref found,none,cs.AI,Summary15613,1304.1127v1,2013-03-27T13:58:53Z,Using Belief Functions for Uncertainty Management and Knowledge Acquisition: An Expert Application,"Mary McLeish, P. Yao, T. Stirtzinger",http://arxiv.org/pdf/1304.1127v1,No journal ref found,none,cs.AI,Summary15614,1304.1128v1,2013-03-27T13:58:58Z,An Architecture for Probabilistic Concept-Based Information Retrieval,"Robert Fung, S. L. Crawford, Lee A. Appelbaum, Richard M. Tong",http://arxiv.org/pdf/1304.1128v1,No journal ref found,none,cs.AI,Summary15615,1304.1129v1,2013-03-27T13:59:04Z,Amplitude-Based Approach to Evidence Accumulation,A. J. Hanson,http://arxiv.org/pdf/1304.1129v1,No journal ref found,none,cs.AI,Summary15616,1304.1130v1,2013-03-27T13:59:09Z,A Probabilistic Reasoning Environment,Kathryn Blackmond Laskey,http://arxiv.org/pdf/1304.1130v1,No journal ref found,none,cs.AI,Summary15617,1304.1131v1,2013-03-27T13:59:14Z,On Non-monotonic Conditional Reasoning,Hung-Trung Nguyen,http://arxiv.org/pdf/1304.1131v1,No journal ref found,none,cs.AI,Summary15618,1304.1132v1,2013-03-27T13:59:20Z,Decisions with Limited Observations over a Finite Product Space: the Klir Effect,Michael Pittarelli,http://arxiv.org/pdf/1304.1132v1,No journal ref found,none,cs.AI,Summary15619,1304.1133v1,2013-03-27T13:59:26Z,Fine-Grained Decision-Theoretic Search Control,Stuart Russell,http://arxiv.org/pdf/1304.1133v1,No journal ref found,none,cs.AI,Summary15620,1304.1134v1,2013-03-27T13:59:32Z,"Rules, Belief Functions and Default Logic",Nic Wilson,http://arxiv.org/pdf/1304.1134v1,No journal ref found,none,cs.AI,Summary15621,1304.1135v1,2013-03-27T13:59:37Z,Combination of Evidence Using the Principle of Minimum Information Gain,"Michael S. K. M. Wong, P. Lingras",http://arxiv.org/pdf/1304.1135v1,No journal ref found,none,cs.AI,Summary15622,1304.1136v1,2013-03-27T13:59:43Z,Probabilistic Evaluation of Candidates and Symptom Clustering for Multidisorder Diagnosis,Thomas D. Wu,http://arxiv.org/pdf/1304.1136v1,No journal ref found,none,cs.AI,Summary15623,1304.1137v1,2013-03-27T13:59:48Z,Extending Term Subsumption systems for Uncertainty Management,"John Yen, Piero P. Bonissone",http://arxiv.org/pdf/1304.1137v1,No journal ref found,none,cs.AI,Summary15624,1304.1138v1,2013-03-27T13:59:54Z,Refinement and Coarsening of Bayesian Networks,"Kuo-Chu Chang, Robert Fung",http://arxiv.org/pdf/1304.1138v1,No journal ref found,none,cs.AI,Summary15625,1304.1139v1,2013-03-27T14:00:00Z,Second Order Probabilities for Uncertain and Conflicting Evidence,Gerhard Paaß,http://arxiv.org/pdf/1304.1139v1,No journal ref found,none,cs.AI,Summary15626,1304.1140v1,2013-03-27T14:00:05Z,Computing Probability Intervals Under Independency Constraints,Linda C. van der Gaag,http://arxiv.org/pdf/1304.1140v1,No journal ref found,none,cs.AI,Summary15627,1304.1141v1,2013-03-27T14:00:12Z,"An Empirical Analysis of Likelihood-Weighting Simulation on a Large, Multiply-Connected Belief Network","Michael Shwe, Gregory F. Cooper",http://arxiv.org/pdf/1304.1141v1,No journal ref found,none,cs.AI,Summary15628,1304.1142v1,2013-03-27T14:00:17Z,Towards a Normative Theory of Scientific Evidence,David Sher,http://arxiv.org/pdf/1304.1142v1,No journal ref found,none,cs.AI,Summary15629,1304.1143v1,2013-03-27T14:00:23Z,A Model for Non-Monotonic Reasoning Using Dempsters Rule,Mary McLeish,http://arxiv.org/pdf/1304.1143v1,No journal ref found,none,cs.AI,Summary15630,1304.1144v1,2013-03-27T14:00:29Z,Default Reasoning and the Transferable Belief Model,"Philippe Smets, Yen-Teh Hsia",http://arxiv.org/pdf/1304.1144v1,No journal ref found,none,cs.AI,Summary15631,1304.1145v3,2013-03-27T14:00:34Z,Separable and transitive graphoids,"Dan Geiger, David Heckerman",http://arxiv.org/pdf/1304.1145v3,No journal ref found,none,cs.AI,Summary15632,1304.1146v1,2013-03-27T14:00:40Z,Analysis in HUGIN of Data Conflict,"Bo Chamberlain, Finn Verner Jensen, Frank Jensen, Torsten Nordahl",http://arxiv.org/pdf/1304.1146v1,No journal ref found,none,cs.AI,Summary15633,1304.1402v2,2013-04-04T15:31:45Z,Computing Datalog Rewritings beyond Horn Ontologies,"Bernardo Cuenca Grau, Boris Motik, Giorgos Stoilos, Ian Horrocks",http://arxiv.org/pdf/1304.1402v2,No journal ref found,none,cs.AI,Summary15634,1304.1491v1,2013-03-27T19:36:47Z,Lp : A Logic for Statistical Information,Fahiem Bacchus,http://arxiv.org/pdf/1304.1491v1,No journal ref found,none,cs.AI,Summary15635,1304.1492v1,2013-03-27T19:36:53Z,Map Learning with Indistinguishable Locations,"Kenneth Basye, Thomas L. Dean",http://arxiv.org/pdf/1304.1492v1,No journal ref found,none,cs.AI,Summary15636,1304.1493v1,2013-03-27T19:36:59Z,Temporal Reasoning with Probabilities,"Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini",http://arxiv.org/pdf/1304.1493v1,No journal ref found,none,cs.AI,Summary15637,1304.1494v1,2013-03-27T19:37:05Z,"Now that I Have a Good Theory of Uncertainty, What Else Do I Need?",Piero P. Bonissone,http://arxiv.org/pdf/1304.1494v1,No journal ref found,none,cs.AI,Summary15638,1304.1495v1,2013-03-27T19:37:11Z,Uncertainty and Incompleteness,"Piero P. Bonissone, David A. Cyrluk, James W. Goodwin, Jonathan Stillman",http://arxiv.org/pdf/1304.1495v1,No journal ref found,none,cs.AI,Summary15639,1304.1496v1,2013-03-27T19:37:17Z,BaRT: A Bayesian Reasoning Tool for Knowledge Based Systems,"Lashon B. Booker, Naveen Hota, Connie Loggia Ramsey",http://arxiv.org/pdf/1304.1496v1,No journal ref found,none,cs.AI,Summary15640,1304.1497v1,2013-03-27T19:37:23Z,Plan Recognition in Stories and in Life,"Eugene Charniak, Robert P. Goldman",http://arxiv.org/pdf/1304.1497v1,No journal ref found,none,cs.AI,Summary15641,1304.1498v1,2013-03-27T19:37:29Z,An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference,"R. Martin Chavez, Gregory F. Cooper",http://arxiv.org/pdf/1304.1498v1,No journal ref found,none,cs.AI,Summary15642,1304.1499v1,2013-03-27T19:37:35Z,"Decision Making ""Biases"" and Support for Assumption-Based Higher-Order Reasoning",Marvin S. Cohen,http://arxiv.org/pdf/1304.1499v1,No journal ref found,none,cs.AI,Summary15643,1304.1500v1,2013-03-27T19:37:41Z,"Automated Reasoning Using Possibilistic Logic: Semantics, Belief Revision and Variable Certainty Weights","Didier Dubois, Jerome Lang, Henri Prade",http://arxiv.org/pdf/1304.1500v1,No journal ref found,none,cs.AI,Summary15644,1304.1501v1,2013-03-27T19:37:47Z,"How Much More Probable is ""Much More Probable""? Verbal Expressions for Probability Updates","Christopher Elsaesser, Max Henrion",http://arxiv.org/pdf/1304.1501v1,No journal ref found,none,cs.AI,Summary15645,1304.1502v1,2013-03-27T19:37:53Z,Positive and Negative Explanations of Uncertain Reasoning in the Framework of Possibility Theory,"Henri Farrency, Henri Prade",http://arxiv.org/pdf/1304.1502v1,No journal ref found,none,cs.AI,Summary15646,1304.1503v1,2013-03-27T19:37:59Z,Interval Influence Diagrams,"Kenneth W. Fertig, John S. Breese",http://arxiv.org/pdf/1304.1503v1,No journal ref found,none,cs.AI,Summary15647,1304.1504v1,2013-03-27T19:38:05Z,Weighing and Integrating Evidence for Stochastic Simulation in Bayesian Networks,"Robert Fung, Kuo-Chu Chang",http://arxiv.org/pdf/1304.1504v1,No journal ref found,none,cs.AI,Summary15648,1304.1505v1,2013-03-27T19:38:11Z,d-Separation: From Theorems to Algorithms,"Dan Geiger, Tom S. Verma, Judea Pearl",http://arxiv.org/pdf/1304.1505v1,No journal ref found,none,cs.AI,Summary15649,1304.1506v1,2013-03-27T19:38:16Z,The Effects of Perfect and Sample Information on Fuzzy Utilities in Decision-Making,"Maria Angeles Gil, Pramod Jain",http://arxiv.org/pdf/1304.1506v1,No journal ref found,none,cs.AI,Summary15650,1304.1507v1,2013-03-27T19:38:23Z,Deciding Consistency of Databases Containing Defeasible and Strict Information,"Moises Goldszmidt, Judea Pearl",http://arxiv.org/pdf/1304.1507v1,No journal ref found,none,cs.AI,Summary15651,1304.1508v1,2013-03-27T19:38:29Z,"The Relationship between Knowledge, Belief and Certainty",Joseph Y. Halpern,http://arxiv.org/pdf/1304.1508v1,No journal ref found,none,cs.AI,Summary15652,1304.1509v1,2013-03-27T19:38:35Z,Heuristic Search as Evidential Reasoning,"Othar Hansson, Andy Mayer",http://arxiv.org/pdf/1304.1509v1,No journal ref found,none,cs.AI,Summary15653,1304.1510v1,2013-03-27T19:38:41Z,The Compilation of Decision Models,"David Heckerman, John S. Breese, Eric J. Horvitz",http://arxiv.org/pdf/1304.1510v1,No journal ref found,none,cs.AI,Summary15654,1304.1511v1,2013-03-27T19:38:47Z,A Tractable Inference Algorithm for Diagnosing Multiple Diseases,David Heckerman,http://arxiv.org/pdf/1304.1511v1,No journal ref found,none,cs.AI,Summary15655,1304.1512v1,2013-03-27T19:38:53Z,Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources,"Eric J. Horvitz, Jaap Suermondt, Gregory F. Cooper",http://arxiv.org/pdf/1304.1512v1,No journal ref found,none,cs.AI,Summary15656,1304.1513v1,2013-03-27T19:38:59Z,Hierarchical Evidence Accumulation in the Pseiki System and Experiments in Model-Driven Mobile Robot Navigation,"A. C. Kak, K. M. Andress, C. Lopez-Abadia, M. S. Carroll, J. R. Lewis",http://arxiv.org/pdf/1304.1513v1,No journal ref found,none,cs.AI,Summary15657,1304.1514v1,2013-03-27T19:39:05Z,A Decision-Theoretic Model for Using Scientific Data,Harold P. Lehmann,http://arxiv.org/pdf/1304.1514v1,No journal ref found,none,cs.AI,Summary15658,1304.1515v1,2013-03-27T19:39:11Z,When Should a Decision Maker Ignore the Advice of a Decision Aid?,"Paul E. Lehner, Theresa M. Mullin, Marvin S. Cohen",http://arxiv.org/pdf/1304.1515v1,No journal ref found,none,cs.AI,Summary15659,1304.1516v1,2013-03-27T19:39:17Z,Inference Policies,Paul E. Lehner,http://arxiv.org/pdf/1304.1516v1,No journal ref found,none,cs.AI,Summary15660,1304.1518v1,2013-03-27T19:39:29Z,Defeasible Decisions: What the Proposal is and isnt,Ronald P. Loui,http://arxiv.org/pdf/1304.1518v1,No journal ref found,none,cs.AI,Summary15661,1304.1519v1,2013-03-27T19:39:35Z,Experiments Using Belief Functions and Weights of Evidence incorporating Statistical Data and Expert Opinions,"Mary McLeish, P. Yao, M. Cecile, T. Stirtzinger",http://arxiv.org/pdf/1304.1519v1,No journal ref found,none,cs.AI,Summary15662,1304.1520v1,2013-03-27T19:39:40Z,Shootout-89: A Comparative Evaluation of Knowledge-based Systems that Forecast Severe Weather,"W. R. Moninger, J. A. Flueck, C. Lusk, W. F. Roberts",http://arxiv.org/pdf/1304.1520v1,No journal ref found,none,cs.AI,Summary15663,1304.1521v1,2013-03-27T19:39:46Z,Conditioning on Disjunctive Knowledge: Defaults and Probabilities,"Eric Neufeld, J. D. Horton",http://arxiv.org/pdf/1304.1521v1,No journal ref found,none,cs.AI,Summary15664,1304.1522v1,2013-03-27T19:39:51Z,Maximum Uncertainty Procedures for Interval-Valued Probability Distributions,Michael Pittarelli,http://arxiv.org/pdf/1304.1522v1,No journal ref found,none,cs.AI,Summary15665,1304.1523v1,2013-03-27T19:39:57Z,"A Logical Interpretation of Dempster-Shafer Theory, with Application to Visual Recognition",Gregory M. Provan,http://arxiv.org/pdf/1304.1523v1,No journal ref found,none,cs.AI,Summary15666,1304.1524v1,2013-03-27T19:40:04Z,Strategies for Generating Micro Explanations for Bayesian Belief Networks,"Peter Sember, Ingrid Zukerman",http://arxiv.org/pdf/1304.1524v1,No journal ref found,none,cs.AI,Summary15667,1304.1525v1,2013-03-27T19:40:10Z,Evidence Absorption and Propagation through Evidence Reversals,Ross D. Shachter,http://arxiv.org/pdf/1304.1525v1,No journal ref found,none,cs.AI,Summary15668,1304.1526v1,2013-03-27T19:40:16Z,Simulation Approaches to General Probabilistic Inference on Belief Networks,"Ross D. Shachter, Mark Alan Peot",http://arxiv.org/pdf/1304.1526v1,No journal ref found,none,cs.AI,Summary15669,1304.1527v1,2013-03-27T19:40:21Z,Decision under Uncertainty,Philippe Smets,http://arxiv.org/pdf/1304.1527v1,No journal ref found,none,cs.AI,Summary15670,1304.1528v1,2013-03-27T19:40:27Z,Freedom: A Measure of Second-order Uncertainty for Intervalic Probability Schemes,Michael Smithson,http://arxiv.org/pdf/1304.1528v1,No journal ref found,none,cs.AI,Summary15671,1304.1529v1,2013-03-27T19:40:33Z,"Assessment, Criticism and Improvement of Imprecise Subjective Probabilities for a Medical Expert System","David J. Spiegelhalter, Rodney C. Franklin, Kate Bull",http://arxiv.org/pdf/1304.1529v1,No journal ref found,none,cs.AI,Summary15672,1304.1530v1,2013-03-27T19:40:38Z,Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information,"Sampath Srinivas, Stuart Russell, Alice M. Agogino",http://arxiv.org/pdf/1304.1530v1,No journal ref found,none,cs.AI,Summary15673,1304.1531v1,2013-03-27T19:40:45Z,Making Decisions with Belief Functions,Thomas M. Strat,http://arxiv.org/pdf/1304.1531v1,No journal ref found,none,cs.AI,Summary15674,1304.1532v1,2013-03-27T19:40:50Z,Efficient Parallel Estimation for Markov Random Fields,"Michael J. Swain, Lambert E. Wixson, Paul B. Chou",http://arxiv.org/pdf/1304.1532v1,No journal ref found,none,cs.AI,Summary15675,1304.1533v1,2013-03-27T19:40:56Z,Comparing Expert Systems Built Using Different Uncertain Inference Systems,"David S. Vaughan, Bruce M. Perrin, Robert M. Yadrick",http://arxiv.org/pdf/1304.1533v1,No journal ref found,none,cs.AI,Summary15676,1304.1534v1,2013-03-27T19:41:02Z,Directed Cycles in Belief Networks,Wilson X. Wen,http://arxiv.org/pdf/1304.1534v1,No journal ref found,none,cs.AI,Summary15677,1304.1535v1,2013-03-27T19:41:07Z,Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra?,"Yang Xiang, Michael P. Beddoes, David L Poole",http://arxiv.org/pdf/1304.1535v1,No journal ref found,none,cs.AI,Summary15678,1304.1536v1,2013-03-27T19:41:14Z,Normalization and the Representation of Nonmonotonic Knowledge in the Theory of Evidence,Ronald R. Yager,http://arxiv.org/pdf/1304.1536v1,No journal ref found,none,cs.AI,Summary15679,1304.1684v1,2013-04-05T11:39:31Z,Probability Aggregates in Probability Answer Set Programming,Emad Saad,http://arxiv.org/pdf/1304.1684v1,No journal ref found,none,cs.AI,Summary15680,1304.1819v1,2013-04-05T20:47:02Z,Model-based Bayesian Reinforcement Learning for Dialogue Management,Pierre Lison,http://arxiv.org/pdf/1304.1819v1,No journal ref found,none,cs.AI,Summary15681,1304.1827v1,2013-04-05T21:47:16Z,Fuzzy Aggregates in Fuzzy Answer Set Programming,Emad Saad,http://arxiv.org/pdf/1304.1827v1,No journal ref found,none,cs.AI,Summary15682,1304.2339v1,2013-03-27T19:41:36Z,The structure of Bayes nets for vision recognition,John Mark Agosta,http://arxiv.org/pdf/1304.2339v1,No journal ref found,none,cs.AI,Summary15683,1304.2340v1,2013-03-27T19:41:42Z,Summary of A New Normative Theory of Probabilistic Logic,Romas Aleliunas,http://arxiv.org/pdf/1304.2340v1,No journal ref found,none,cs.AI,Summary15684,1304.2341v1,2013-03-27T19:41:48Z,Probability Distributions Over Possible Worlds,Fahiem Bacchus,http://arxiv.org/pdf/1304.2341v1,No journal ref found,none,cs.AI,Summary15685,1304.2342v1,2013-03-27T19:41:53Z,Hierarchical Evidence and Belief Functions,"Paul K. Black, Kathryn Blackmond Laskey",http://arxiv.org/pdf/1304.2342v1,No journal ref found,none,cs.AI,Summary15686,1304.2343v1,2013-03-27T19:41:57Z,Decision-Theoretic Control of Problem Solving: Principles and Architecture,"John S. Breese, Michael R. Fehling",http://arxiv.org/pdf/1304.2343v1,No journal ref found,none,cs.AI,Summary15687,1304.2344v1,2013-03-27T19:42:03Z,Induction and Uncertainty Management Techniques Applied to Veterinary Medical Diagnosis,"M. Cecile, Mary McLeish, P. Pascoe, W. Taylor",http://arxiv.org/pdf/1304.2344v1,No journal ref found,none,cs.AI,Summary15688,1304.2345v1,2013-03-27T19:42:09Z,KNET: Integrating Hypermedia and Bayesian Modeling,"R. Martin Chavez, Gregory F. Cooper",http://arxiv.org/pdf/1304.2345v1,No journal ref found,none,cs.AI,Summary15689,1304.2346v1,2013-03-27T19:42:15Z,A Method for Using Belief Networks as Influence Diagrams,Gregory F. Cooper,http://arxiv.org/pdf/1304.2346v1,No journal ref found,none,cs.AI,Summary15690,1304.2347v1,2013-03-27T19:42:20Z,"Process, Structure, and Modularity in Reasoning with Uncertainty",Bruce DAmbrosio,http://arxiv.org/pdf/1304.2347v1,No journal ref found,none,cs.AI,Summary15691,1304.2348v1,2013-03-27T19:42:26Z,Probabilistic Causal Reasoning,"Thomas L. Dean, Keiji Kanazawa",http://arxiv.org/pdf/1304.2348v1,No journal ref found,none,cs.AI,Summary15692,1304.2349v1,2013-03-27T19:42:31Z,Modeling uncertain and vague knowledge in possibility and evidence theories,"Didier Dubois, Henri Prade",http://arxiv.org/pdf/1304.2349v1,No journal ref found,none,cs.AI,Summary15693,1304.2350v1,2013-03-27T19:42:37Z,A Temporal Logic for Uncertain Events and An Outline of A Possible Implementation in An Extension of PROLOG,Soumitra Dutta,http://arxiv.org/pdf/1304.2350v1,No journal ref found,none,cs.AI,Summary15694,1304.2351v1,2013-03-27T19:42:43Z,Uncertainty Management for Fuzzy Decision Support Systems,Christoph F. Eick,http://arxiv.org/pdf/1304.2351v1,No journal ref found,none,cs.AI,Summary15695,1304.2352v1,2013-03-27T19:42:49Z,Probability as a Modal Operator,"Alan M. Frisch, Peter Haddawy",http://arxiv.org/pdf/1304.2352v1,No journal ref found,none,cs.AI,Summary15696,1304.2353v1,2013-03-27T19:42:55Z,Truth Maintenance Under Uncertainty,Li-Min Fu,http://arxiv.org/pdf/1304.2353v1,No journal ref found,none,cs.AI,Summary15697,1304.2354v1,2013-03-27T19:43:01Z,Bayesian Assessment of a Connectionist Model for Fault Detection,Stephen I. Gallant,http://arxiv.org/pdf/1304.2354v1,No journal ref found,none,cs.AI,Summary15698,1304.2355v1,2013-03-27T19:43:07Z,On the Logic of Causal Models,"Dan Geiger, Judea Pearl",http://arxiv.org/pdf/1304.2355v1,No journal ref found,none,cs.AI,Summary15699,1304.2356v1,2013-03-27T19:43:12Z,The Optimality of Satisficing Solutions,"Othar Hansson, Andy Mayer",http://arxiv.org/pdf/1304.2356v1,No journal ref found,none,cs.AI,Summary15700,1304.2357v2,2013-03-27T19:43:18Z,An Empirical Comparison of Three Inference Methods,David Heckerman,http://arxiv.org/pdf/1304.2357v2,No journal ref found,none,cs.AI,Summary15701,1304.2358v1,2013-03-27T19:43:24Z,Parallel Belief Revision,Daniel Hunter,http://arxiv.org/pdf/1304.2358v1,No journal ref found,none,cs.AI,Summary15702,1304.2359v1,2013-03-27T19:43:30Z,Stochastic Sensitivity Analysis Using Fuzzy Influence Diagrams,"Pramod Jain, Alice M. Agogino",http://arxiv.org/pdf/1304.2359v1,No journal ref found,none,cs.AI,Summary15703,1304.2360v1,2013-03-27T19:43:36Z,A Representation of Uncertainty to Aid Insight into Decision Models,Holly B. Jimison,http://arxiv.org/pdf/1304.2360v1,No journal ref found,none,cs.AI,Summary15704,1304.2361v1,2013-03-27T19:43:41Z,Rational Nonmonotonic Reasoning,Carl Kadie,http://arxiv.org/pdf/1304.2361v1,No journal ref found,none,cs.AI,Summary15705,1304.2362v1,2013-03-27T19:43:47Z,A Comparison of Decision Analysis and Expert Rules for Sequential Diagnosis,"Jayant Kalagnanam, Max Henrion",http://arxiv.org/pdf/1304.2362v1,No journal ref found,none,cs.AI,Summary15706,1304.2364v1,2013-03-27T19:43:58Z,Probabilistic Inference and Probabilistic Reasoning,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.2364v1,No journal ref found,none,cs.AI,Summary15707,1304.2365v1,2013-03-27T19:44:04Z,Probabilistic and Non-Monotonic Inference,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.2365v1,No journal ref found,none,cs.AI,Summary15708,1304.2366v1,2013-03-27T19:44:10Z,Epistemological Relevance and Statistical Knowledge,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.2366v1,No journal ref found,none,cs.AI,Summary15709,1304.2368v1,2013-03-27T19:44:22Z,Evidential Reasoning in a Network Usage Prediction Testbed,Ronald P. Loui,http://arxiv.org/pdf/1304.2368v1,No journal ref found,none,cs.AI,Summary15710,1304.2369v1,2013-03-27T19:44:27Z,Justifying the Principle of Interval Constraints,"Richard E. Neapolitan, James Kenevan",http://arxiv.org/pdf/1304.2369v1,No journal ref found,none,cs.AI,Summary15711,1304.2370v1,2013-03-27T19:44:33Z,Probabilistic Semantics and Defaults,"Eric Neufeld, David L Poole",http://arxiv.org/pdf/1304.2370v1,No journal ref found,none,cs.AI,Summary15712,1304.2371v1,2013-03-27T19:44:38Z,Decision Making with Linear Constraints on Probabilities,Michael Pittarelli,http://arxiv.org/pdf/1304.2371v1,No journal ref found,none,cs.AI,Summary15713,1304.2372v1,2013-03-27T19:44:46Z,Maintenance in Probabilistic Knowledge-Based Systems,"Thomas F. Reid, Gregory S. Parnell",http://arxiv.org/pdf/1304.2372v1,No journal ref found,none,cs.AI,Summary15714,1304.2373v1,2013-03-27T19:44:52Z,A Linear Approximation Method for Probabilistic Inference,Ross D. Shachter,http://arxiv.org/pdf/1304.2373v1,No journal ref found,none,cs.AI,Summary15715,1304.2374v1,2013-03-27T19:44:57Z,An Axiomatic Framework for Bayesian and Belief-function Propagation,"Prakash P. Shenoy, Glenn Shafer",http://arxiv.org/pdf/1304.2374v1,No journal ref found,none,cs.AI,Summary15716,1304.2375v1,2013-03-27T19:45:03Z,A General Non-Probabilistic Theory of Inductive Reasoning,Wolfgang Spohn,http://arxiv.org/pdf/1304.2375v1,No journal ref found,none,cs.AI,Summary15717,1304.2376v1,2013-03-27T19:45:09Z,Generating Decision Structures and Causal Explanations for Decision Making,Spencer Star,http://arxiv.org/pdf/1304.2376v1,No journal ref found,none,cs.AI,Summary15718,1304.2377v1,2013-03-27T19:45:15Z,Updating Probabilities in Multiply-Connected Belief Networks,"Jaap Suermondt, Gregory F. Cooper",http://arxiv.org/pdf/1304.2377v1,No journal ref found,none,cs.AI,Summary15719,1304.2378v1,2013-03-27T19:45:21Z,Handling uncertainty in a system for text-symbol context analysis,"Bjornar Tessem, Lars Johan Ersland",http://arxiv.org/pdf/1304.2378v1,No journal ref found,none,cs.AI,Summary15720,1304.2379v1,2013-03-27T19:45:27Z,Causal Networks: Semantics and Expressiveness,"Tom S. Verma, Judea Pearl",http://arxiv.org/pdf/1304.2379v1,No journal ref found,none,cs.AI,Summary15721,1304.2380v1,2013-03-27T19:45:33Z,MCE Reasoning in Recursive Causal Networks,Wilson X. Wen,http://arxiv.org/pdf/1304.2380v1,No journal ref found,none,cs.AI,Summary15722,1304.2381v1,2013-03-27T19:45:38Z,Nonmonotonic Reasoning via Possibility Theory,Ronald R. Yager,http://arxiv.org/pdf/1304.2381v1,No journal ref found,none,cs.AI,Summary15723,1304.2383v1,2013-03-27T19:45:50Z,Generalizing the Dempster-Shafer Theory to Fuzzy Sets,John Yen,http://arxiv.org/pdf/1304.2383v1,No journal ref found,none,cs.AI,Summary15724,1304.2384v1,2013-04-05T21:57:03Z,Logical Fuzzy Optimization,Emad Saad,http://arxiv.org/pdf/1304.2384v1,No journal ref found,none,cs.AI,Summary15725,1304.2694v1,2013-04-09T18:47:47Z,Symmetry-Aware Marginal Density Estimation,Mathias Niepert,http://arxiv.org/pdf/1304.2694v1,No journal ref found,none,cs.AI,Summary15726,1304.2711v1,2013-03-27T19:46:18Z,Is Shafer General Bayes?,Paul K. Black,http://arxiv.org/pdf/1304.2711v1,No journal ref found,none,cs.AI,Summary15727,1304.2712v1,2013-03-27T19:46:23Z,Modifiable Combining Functions,"Paul Cohen, Glenn Shafer, Prakash P. Shenoy",http://arxiv.org/pdf/1304.2712v1,No journal ref found,none,cs.AI,Summary15728,1304.2713v1,2013-03-27T19:46:27Z,Dempster-Shafer vs. Probabilistic Logic,Daniel Hunter,http://arxiv.org/pdf/1304.2713v1,No journal ref found,none,cs.AI,Summary15729,1304.2714v1,2013-03-27T19:46:32Z,Higher Order Probabilities,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.2714v1,No journal ref found,none,cs.AI,Summary15730,1304.2715v1,2013-03-27T19:46:37Z,Belief in Belief Functions: An Examination of Shafers Canonical Examples,Kathryn Blackmond Laskey,http://arxiv.org/pdf/1304.2715v1,No journal ref found,none,cs.AI,Summary15731,1304.2716v1,2013-03-27T19:46:42Z,"Do We Need Higher-Order Probabilities and, If So, What Do They Mean?",Judea Pearl,http://arxiv.org/pdf/1304.2716v1,No journal ref found,none,cs.AI,Summary15732,1304.2717v1,2013-03-27T19:46:47Z,Bayesian Prediction for Artificial Intelligence,"Matthew Self, Peter Cheeseman",http://arxiv.org/pdf/1304.2717v1,No journal ref found,none,cs.AI,Summary15733,1304.2718v1,2013-03-27T19:46:52Z,Can Evidence Be Combined in the Dempster-Shafer Theory,John Yen,http://arxiv.org/pdf/1304.2718v1,No journal ref found,none,cs.AI,Summary15734,1304.2719v1,2013-03-27T19:46:57Z,An Interesting Uncertainty-Based Combinatoric Problem in Spare Parts Forecasting: The FRED System,John B. Bacon,http://arxiv.org/pdf/1304.2719v1,No journal ref found,none,cs.AI,Summary15735,1304.2720v1,2013-03-27T19:47:03Z,Bayesian Inference in Model-Based Machine Vision,"Thomas O. Binford, Tod S. Levitt, Wallace B. Mann",http://arxiv.org/pdf/1304.2720v1,No journal ref found,none,cs.AI,Summary15736,1304.2721v1,2013-03-27T19:47:07Z,Using the Dempster-Shafer Scheme in a Diagnostic Expert System Shell,"Gautam Biswas, Teywansh S. Anand",http://arxiv.org/pdf/1304.2721v1,No journal ref found,none,cs.AI,Summary15737,1304.2722v1,2013-03-27T19:47:13Z,Stochastic Simulation of Bayesian Belief Networks,"Homer L. Chin, Gregory F. Cooper",http://arxiv.org/pdf/1304.2722v1,No journal ref found,none,cs.AI,Summary15738,1304.2723v1,2013-03-27T19:47:17Z,Temporal Reasoning About Uncertain Worlds,Steve Hanks,http://arxiv.org/pdf/1304.2723v1,No journal ref found,none,cs.AI,Summary15739,1304.2724v1,2013-03-27T19:47:22Z,A Perspective on Confidence and Its Use in Focusing Attention During Knowledge Acquisition,"David Heckerman, Holly B. Jimison",http://arxiv.org/pdf/1304.2724v1,No journal ref found,none,cs.AI,Summary15740,1304.2725v1,2013-03-27T19:47:27Z,Practical Issues in Constructing a Bayes Belief Network,Max Henrion,http://arxiv.org/pdf/1304.2725v1,No journal ref found,none,cs.AI,Summary15741,1304.2726v1,2013-03-27T19:47:31Z,NAIVE: A Method for Representing Uncertainty and Temporal Relationships in an Automated Reasoner,Michael C. Higgins,http://arxiv.org/pdf/1304.2726v1,No journal ref found,none,cs.AI,Summary15742,1304.2727v1,2013-03-27T19:47:36Z,Objective Probability,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.2727v1,No journal ref found,none,cs.AI,Summary15743,1304.2728v1,2013-03-27T19:47:41Z,Coefficients of Relations for Probabilistic Reasoning,Silvio Ursic,http://arxiv.org/pdf/1304.2728v1,No journal ref found,none,cs.AI,Summary15744,1304.2729v1,2013-03-27T19:47:45Z,Satisfaction of Assumptions is a Weak Predictor of Performance,Ben P. Wise,http://arxiv.org/pdf/1304.2729v1,No journal ref found,none,cs.AI,Summary15745,1304.2730v1,2013-03-27T19:47:50Z,Structuring Causal Tree Models with Continuous Variables,"Lei Xu, Judea Pearl",http://arxiv.org/pdf/1304.2730v1,No journal ref found,none,cs.AI,Summary15746,1304.2731v1,2013-03-27T19:47:55Z,Implementing Evidential Reasoning in Expert Systems,John Yen,http://arxiv.org/pdf/1304.2731v1,No journal ref found,none,cs.AI,Summary15747,1304.2732v1,2013-03-27T19:48:00Z,Decision Tree Induction Systems: A Bayesian Analysis,Wray L. Buntine,http://arxiv.org/pdf/1304.2732v1,No journal ref found,none,cs.AI,Summary15748,1304.2733v1,2013-03-27T19:48:04Z,The Automatic Training of Rule Bases that Use Numerical Uncertainty Representations,Richard A. Caruana,http://arxiv.org/pdf/1304.2733v1,No journal ref found,none,cs.AI,Summary15749,1304.2734v1,2013-03-27T19:48:09Z,The Inductive Logic of Information Systems,Norman C. Dalkey,http://arxiv.org/pdf/1304.2734v1,No journal ref found,none,cs.AI,Summary15750,1304.2735v1,2013-03-27T19:48:14Z,Automated Generation of Connectionist Expert Systems for Problems Involving Noise and Redundancy,Stephen I. Gallant,http://arxiv.org/pdf/1304.2735v1,No journal ref found,none,cs.AI,Summary15751,1304.2736v1,2013-03-27T19:48:18Z,The Recovery of Causal Poly-Trees from Statistical Data,"George Rebane, Judea Pearl",http://arxiv.org/pdf/1304.2736v1,No journal ref found,none,cs.AI,Summary15752,1304.2737v1,2013-03-27T19:48:23Z,A Heuristic Bayesian Approach to Knowledge Acquisition: Application to Analysis of Tissue-Type Plasminogen Activator,"Ross D. Shachter, David M. Eddy, Vic Hasselblad, Robert Wolpert",http://arxiv.org/pdf/1304.2737v1,No journal ref found,none,cs.AI,Summary15753,1304.2738v1,2013-03-27T19:48:28Z,Theory-Based Inductive Learning: An Integration of Symbolic and Quantitative Methods,Spencer Star,http://arxiv.org/pdf/1304.2738v1,No journal ref found,none,cs.AI,Summary15754,1304.2739v1,2013-03-27T19:48:34Z,Using T-Norm Based Uncertainty Calculi in a Naval Situation Assessment Application,Piero P. Bonissone,http://arxiv.org/pdf/1304.2739v1,No journal ref found,none,cs.AI,Summary15755,1304.2740v1,2013-03-27T19:48:39Z,A Study of Associative Evidential Reasoning,"Yizong Cheng, Rangasami L. Kashyap",http://arxiv.org/pdf/1304.2740v1,No journal ref found,none,cs.AI,Summary15756,1304.2741v1,2013-03-27T19:48:45Z,A Measure-Free Approach to Conditioning,I. R. Goodman,http://arxiv.org/pdf/1304.2741v1,No journal ref found,none,cs.AI,Summary15757,1304.2742v1,2013-03-27T19:48:49Z,Convergent Deduction for Probabilistic Logic,"Peter Haddawy, Alan M. Frisch",http://arxiv.org/pdf/1304.2742v1,No journal ref found,none,cs.AI,Summary15758,1304.2744v1,2013-03-27T19:48:59Z,A Knowledge Engineers Comparison of Three Evidence Aggregation Methods,"Donald H. Mitchell, Steven A. Harp, David K. Simkin",http://arxiv.org/pdf/1304.2744v1,No journal ref found,none,cs.AI,Summary15759,1304.2745v1,2013-03-27T19:49:04Z,Towards Solving the Multiple Extension Problem: Combining Defaults and Probabilities,"Eric Neufeld, David L Poole",http://arxiv.org/pdf/1304.2745v1,No journal ref found,none,cs.AI,Summary15760,1304.2746v1,2013-03-27T19:49:09Z,Problem Structure and Evidential Reasoning,"Richard M. Tong, Lee A. Appelbaum",http://arxiv.org/pdf/1304.2746v1,No journal ref found,none,cs.AI,Summary15761,1304.2747v1,2013-03-27T19:49:15Z,The Role of Calculi in Uncertain Inference Systems,"Michael P. Wellman, David Heckerman",http://arxiv.org/pdf/1304.2747v1,No journal ref found,none,cs.AI,Summary15762,1304.2748v1,2013-03-27T19:49:20Z,The Role of Tuning Uncertain Inference Systems,"Ben P. Wise, Bruce M. Perrin, David S. Vaughan, Robert M. Yadrick",http://arxiv.org/pdf/1304.2748v1,No journal ref found,none,cs.AI,Summary15763,1304.2750v1,2013-03-27T19:49:30Z,Implementing a Bayesian Scheme for Revising Belief Commitments,"Lashon B. Booker, Naveen Hota, Gavin Hemphill",http://arxiv.org/pdf/1304.2750v1,No journal ref found,none,cs.AI,Summary15764,1304.2751v1,2013-03-27T19:49:35Z,Integrating Logical and Probabilistic Reasoning for Decision Making,"John S. Breese, Edison Tse",http://arxiv.org/pdf/1304.2751v1,No journal ref found,none,cs.AI,Summary15765,1304.2752v1,2013-03-27T19:49:40Z,Compiling Fuzzy Logic Control Rules to Hardware Implementations,"Stephen Chiu, Masaki Togai",http://arxiv.org/pdf/1304.2752v1,No journal ref found,none,cs.AI,Summary15766,1304.2753v1,2013-03-27T19:49:44Z,Steps Towards Programs that Manage Uncertainty,Paul Cohen,http://arxiv.org/pdf/1304.2753v1,No journal ref found,none,cs.AI,Summary15767,1304.2754v1,2013-03-27T19:49:49Z,An Algorithm for Computing Probabilistic Propositions,Gregory F. Cooper,http://arxiv.org/pdf/1304.2754v1,No journal ref found,none,cs.AI,Summary15768,1304.2755v1,2013-03-27T19:49:54Z,Combining Symbolic and Numeric Approaches to Uncertainty Management,Bruce DAmbrosio,http://arxiv.org/pdf/1304.2755v1,No journal ref found,none,cs.AI,Summary15769,1304.2756v1,2013-03-27T19:49:58Z,Explanation of Probabilistic Inference for Decision Support Systems,Christopher Elsaesser,http://arxiv.org/pdf/1304.2756v1,No journal ref found,none,cs.AI,Summary15770,1304.2758v1,2013-03-27T19:50:09Z,Efficient Inference on Generalized Fault Diagrams,"Ross D. Shachter, Leonard Bertrand",http://arxiv.org/pdf/1304.2758v1,No journal ref found,none,cs.AI,Summary15771,1304.2759v1,2013-03-27T19:50:20Z,Reasoning About Beliefs and Actions Under Computational Resource Constraints,Eric J. Horvitz,http://arxiv.org/pdf/1304.2759v1,No journal ref found,none,cs.AI,Summary15772,1304.2760v1,2013-03-28T20:44:01Z,Advantages and a Limitation of Using LEG Nets in a Real-TIme Problem,Thomas Slack,http://arxiv.org/pdf/1304.2760v1,No journal ref found,none,cs.AI,Summary15773,1304.2797v1,2013-04-05T22:10:22Z,Logical Fuzzy Preferences,Emad Saad,http://arxiv.org/pdf/1304.2797v1,No journal ref found,none,cs.AI,Summary15774,1304.2799v1,2013-04-05T22:27:33Z,Nested Aggregates in Answer Sets: An Application to a Priori Optimization,Emad Saad,http://arxiv.org/pdf/1304.2799v1,No journal ref found,none,cs.AI,Summary15775,1304.3076v1,2013-03-27T19:51:06Z,Knowledge Engineering Within A Generalized Bayesian Framework,"Stephen W. Barth, Steven W. Norton",http://arxiv.org/pdf/1304.3076v1,No journal ref found,none,cs.AI,Summary15776,1304.3077v1,2013-03-27T19:51:12Z,"Taxonomy, Structure, and Implementation of Evidential Reasoning",Moshe Ben-Bassat,http://arxiv.org/pdf/1304.3077v1,No journal ref found,none,cs.AI,Summary15777,1304.3078v1,2013-03-27T19:51:17Z,Probabilistic Reasoning About Ship Images,"Lashon B. Booker, Naveen Hota",http://arxiv.org/pdf/1304.3078v1,No journal ref found,none,cs.AI,Summary15778,1304.3079v1,2013-03-27T19:51:22Z,Towards The Inductive Acquisition of Temporal Knowledge,Kaihu Chen,http://arxiv.org/pdf/1304.3079v1,No journal ref found,none,cs.AI,Summary15779,1304.3080v1,2013-03-27T19:51:27Z,Some Extensions of Probabilistic Logic,Su-shing Chen,http://arxiv.org/pdf/1304.3080v1,No journal ref found,none,cs.AI,Summary15780,1304.3081v1,2013-03-27T19:51:32Z,Predicting The Performance of Minimax and Product in Game-Tree,"Ping-Chung Chi, Dana Nau",http://arxiv.org/pdf/1304.3081v1,No journal ref found,none,cs.AI,Summary15781,1304.3082v1,2013-03-27T19:51:38Z,Reasoning With Uncertain Knowledge,"A. Julian Craddock, Roger A. Browse",http://arxiv.org/pdf/1304.3082v1,No journal ref found,none,cs.AI,Summary15782,1304.3083v1,2013-03-27T19:51:44Z,Models vs. Inductive Inference for Dealing With Probabilistic Knowledge,Norman C. Dalkey,http://arxiv.org/pdf/1304.3083v1,No journal ref found,none,cs.AI,Summary15783,1304.3084v1,2013-03-27T19:51:49Z,Towards a General-Purpose Belief Maintenance System,Brian Falkenhainer,http://arxiv.org/pdf/1304.3084v1,No journal ref found,none,cs.AI,Summary15784,1304.3085v1,2013-03-27T19:51:55Z,"Planning, Scheduling, and Uncertainty in the Sequence of Future Events","B. R. Fox, Karl G. Kempf",http://arxiv.org/pdf/1304.3085v1,No journal ref found,none,cs.AI,Summary15785,1304.3086v1,2013-03-27T19:52:00Z,Deriving And Combining Continuous Possibility Functions in the Framework of Evidential Reasoning,Pascal Fua,http://arxiv.org/pdf/1304.3086v1,No journal ref found,none,cs.AI,Summary15786,1304.3087v1,2013-03-27T19:52:05Z,Non-Monotonicity in Probabilistic Reasoning,Benjamin N. Grosof,http://arxiv.org/pdf/1304.3087v1,No journal ref found,none,cs.AI,Summary15787,1304.3089v1,2013-03-27T19:52:17Z,Flexible Interpretations: A Computational Model for Dynamic Uncertainty Assessment,Shohara L. Hardt,http://arxiv.org/pdf/1304.3089v1,No journal ref found,none,cs.AI,Summary15788,1304.3090v1,2013-03-27T19:52:23Z,The Myth of Modularity in Rule-Based Systems,"David Heckerman, Eric J. Horvitz",http://arxiv.org/pdf/1304.3090v1,No journal ref found,none,cs.AI,Summary15789,1304.3091v1,2013-03-27T19:52:28Z,An Axiomatic Framework for Belief Updates,David Heckerman,http://arxiv.org/pdf/1304.3091v1,No journal ref found,none,cs.AI,Summary15790,1304.3093v1,2013-03-27T19:52:40Z,Evidence as Opinions of Experts,"Robert Hummel, Michael Landy",http://arxiv.org/pdf/1304.3093v1,No journal ref found,none,cs.AI,Summary15791,1304.3094v1,2013-03-27T19:52:45Z,Decision Under Uncertainty in Diagnosis,Charles I. Kalme,http://arxiv.org/pdf/1304.3094v1,No journal ref found,none,cs.AI,Summary15792,1304.3095v1,2013-03-27T19:52:50Z,Knowledge and Uncertainty,Henry E. Kyburg Jr,http://arxiv.org/pdf/1304.3095v1,No journal ref found,none,cs.AI,Summary15793,1304.3096v1,2013-03-27T19:52:56Z,An Application of Non-Monotonic Probabilistic Reasoning to Air Force Threat Correlation,"Kathryn Blackmond Laskey, Marvin S. Cohen",http://arxiv.org/pdf/1304.3096v1,No journal ref found,none,cs.AI,Summary15794,1304.3097v1,2013-03-27T19:53:02Z,Bayesian Inference for Radar Imagery Based Surveillance,Tod S. Levitt,http://arxiv.org/pdf/1304.3097v1,No journal ref found,none,cs.AI,Summary15795,1304.3099v1,2013-03-27T19:53:13Z,Computing Reference Classes,Ronald P. Loui,http://arxiv.org/pdf/1304.3099v1,No journal ref found,none,cs.AI,Summary15796,1304.3100v1,2013-03-27T19:53:17Z,An Uncertainty Management Calculus for Ordering Searches in Distributed Dynamic Databases,Uttam Mukhopadhyay,http://arxiv.org/pdf/1304.3100v1,No journal ref found,none,cs.AI,Summary15797,1304.3101v1,2013-03-27T19:53:23Z,An Explanation Mechanism for Bayesian Inferencing Systems,Steven W. Norton,http://arxiv.org/pdf/1304.3101v1,No journal ref found,none,cs.AI,Summary15798,1304.3102v1,2013-03-27T19:53:29Z,Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations,Judea Pearl,http://arxiv.org/pdf/1304.3102v1,No journal ref found,none,cs.AI,Summary15799,1304.3103v1,2013-03-27T19:53:34Z,Learning Link-Probabilities in Causal Trees,"Igor Roizer, Judea Pearl",http://arxiv.org/pdf/1304.3103v1,No journal ref found,none,cs.AI,Summary15800,1304.3104v1,2013-03-27T19:53:39Z,Approximate Deduction in Single Evidential Bodies,Enrique H. Ruspini,http://arxiv.org/pdf/1304.3104v1,No journal ref found,none,cs.AI,Summary15801,1304.3105v1,2013-03-27T19:53:46Z,The Rational and Computational Scope of Probabilistic Rule-Based Expert Systems,Shimon Schocken,http://arxiv.org/pdf/1304.3105v1,No journal ref found,none,cs.AI,Summary15802,1304.3106v1,2013-03-27T19:53:52Z,A Causal Bayesian Model for the Diagnosis of Appendicitis,"Stanley M. Schwartz, Jonathan Baron, John R. Clarke",http://arxiv.org/pdf/1304.3106v1,No journal ref found,none,cs.AI,Summary15803,1304.3107v1,2013-03-27T19:53:57Z,A Backwards View for Assessment,"Ross D. Shachter, David Heckerman",http://arxiv.org/pdf/1304.3107v1,No journal ref found,none,cs.AI,Summary15804,1304.3108v1,2013-03-27T19:54:03Z,DAVID: Influence Diagram Processing System for the Macintosh,Ross D. Shachter,http://arxiv.org/pdf/1304.3108v1,No journal ref found,none,cs.AI,Summary15805,1304.3109v1,2013-03-27T19:54:09Z,Propagation of Belief Functions: A Distributed Approach,"Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli",http://arxiv.org/pdf/1304.3109v1,No journal ref found,none,cs.AI,Summary15806,1304.3110v1,2013-03-27T19:54:15Z,Appropriate and Inappropriate Estimation Techniques,David Sher,http://arxiv.org/pdf/1304.3110v1,No journal ref found,none,cs.AI,Summary15807,1304.3111v1,2013-03-27T19:54:21Z,Estimating Uncertain Spatial Relationships in Robotics,"Randall Smith, Matthew Self, Peter Cheeseman",http://arxiv.org/pdf/1304.3111v1,No journal ref found,none,cs.AI,Summary15808,1304.3112v1,2013-03-27T19:54:27Z,A VLSI Design and Implementation for a Real-Time Approximate Reasoning,"Masaki Togai, Hiroyuki Watanabe",http://arxiv.org/pdf/1304.3112v1,No journal ref found,none,cs.AI,Summary15809,1304.3113v1,2013-03-27T19:54:33Z,A General Purpose Inference Engine for Evidential Reasoning Research,"Richard M. Tong, Lee A. Appelbaum, D. G. Shapiro",http://arxiv.org/pdf/1304.3113v1,No journal ref found,none,cs.AI,Summary15810,1304.3114v1,2013-03-27T19:54:38Z,Generalizing Fuzzy Logic Probabilistic Inferences,Silvio Ursic,http://arxiv.org/pdf/1304.3114v1,No journal ref found,none,cs.AI,Summary15811,1304.3115v1,2013-03-27T19:54:44Z,Qualitative Probabilistic Networks for Planning Under Uncertainty,Michael P. Wellman,http://arxiv.org/pdf/1304.3115v1,No journal ref found,none,cs.AI,Summary15812,1304.3116v1,2013-03-27T19:54:50Z,Experimentally Comparing Uncertain Inference Systems to Probability,Ben P. Wise,http://arxiv.org/pdf/1304.3116v1,No journal ref found,none,cs.AI,Summary15813,1304.3117v1,2013-03-27T19:54:56Z,Evaluation of Uncertain Inference Models I: PROSPECTOR,"Robert M. Yadrick, Bruce M. Perrin, David S. Vaughan, Peter D. Holden, Karl G. Kempf",http://arxiv.org/pdf/1304.3117v1,No journal ref found,none,cs.AI,Summary15814,1304.3118v1,2013-03-27T19:55:01Z,On Implementing Usual Values,Ronald R. Yager,http://arxiv.org/pdf/1304.3118v1,No journal ref found,none,cs.AI,Summary15815,1304.3119v1,2013-03-27T19:55:05Z,On the Combinality of Evidence in the Dempster-Shafer Theory,"Lotfi Zadeh, Anca Ralescu",http://arxiv.org/pdf/1304.3119v1,No journal ref found,none,cs.AI,Summary15816,1304.3144v1,2013-04-05T22:18:18Z,Logical Probability Preferences,Emad Saad,http://arxiv.org/pdf/1304.3144v1,No journal ref found,none,cs.AI,Summary15817,1304.3208v1,2013-04-11T06:37:20Z,"From Constraints to Resolution Rules, Part I: Conceptual Framework",Denis Berthier,http://arxiv.org/pdf/1304.3208v1,No journal ref found,none,cs.AI,Summary15818,1410.7063v3,2014-10-26T17:30:36Z,Towards a General Framework for Actual Causation Using CP-logic,"Sander Beckers, Joost Vennekens",http://arxiv.org/pdf/1410.7063v3,No journal ref found,none,cs.AI,Summary15819,1410.7223v1,2014-10-27T13:12:43Z,The probatilistic Quantifier Fuzzification Mechanism FA: A theoretical analysis,"Felix Diaz-Hermida, Alberto Bugarin, David E. Losada",http://arxiv.org/pdf/1410.7223v1,No journal ref found,none,cs.AI,Summary15820,1410.7849v1,2014-10-29T01:04:58Z,A mutli-thread tabu search algorithm,A. M. Connor,http://arxiv.org/pdf/1410.7849v1,"Design Optimization: International Journal of Product and Process Improvement, 1(3), 293-304, 1999",none,cs.AI,Summary15821,1410.7953v1,2014-10-29T12:23:24Z,Reasoning for ALCQ extended with a flexible meta-modelling hierarchy,"Regina Motz, Edelweis Rohrer, Paula Severi",http://arxiv.org/pdf/1410.7953v1,No journal ref found,none,cs.AI,Summary15822,1410.8233v1,2014-10-30T02:34:48Z,Do Artificial Reinforcement-Learning Agents Matter Morally?,Brian Tomasik,http://arxiv.org/pdf/1410.8233v1,No journal ref found,none,cs.AI,Summary15823,1411.0156v1,2014-11-01T19:04:17Z,Surrogate Search As a Way to Combat Harmful Effects of Ill-behaved Evaluation Functions,"William Cushing, J. Benton, Patrick Eyerich, Subbarao Kambhampati",http://arxiv.org/pdf/1411.0156v1,No journal ref found,none,cs.AI,Summary15824,1411.0359v5,2014-11-03T04:16:51Z,"NESTA, The NICTA Energy System Test Case Archive","Carleton Coffrin, Dan Gordon, Paul Scott",http://arxiv.org/pdf/1411.0359v5,No journal ref found,none,cs.AI,Summary15825,1411.0406v3,2014-11-03T10:05:29Z,GC-SROIQ(C) : Expressive Constraint Modelling and Grounded Circumscription for SROIQ,"Arjun Bhardwaj, Sangeetha",http://arxiv.org/pdf/1411.0406v3,No journal ref found,none,cs.AI,Summary15826,1411.0440v4,2014-11-03T11:50:19Z,Modelling serendipity in a computational context,"Joseph Corneli, Anna Jordanous, Christian Guckelsberger, Alison Pease, Simon Colton",http://arxiv.org/pdf/1411.0440v4,No journal ref found,none,cs.AI,Summary15827,1411.1080v1,2014-11-02T08:29:59Z,A Heuristic Method for Solving the Problem of Partitioning Graphs with Supply and Demand,"Raka Jovanovic, Abdelkader Bousselham, Stefan Voss",http://arxiv.org/pdf/1411.1080v1,No journal ref found,none,cs.AI,Summary15828,1411.1373v9,2014-11-05T19:40:02Z,Ethical Artificial Intelligence,Bill Hibbard,http://arxiv.org/pdf/1411.1373v9,No journal ref found,none,cs.AI,Summary15829,1411.1497v1,2014-11-06T04:50:45Z,"The Spaces of Data, Information, and Knowledge","Xiaoyu Chen, Dongming Wang",http://arxiv.org/pdf/1411.1497v1,No journal ref found,none,cs.AI,Summary15830,1411.1629v2,2014-11-06T14:44:12Z,The Limitations of Standardized Science Tests as Benchmarks for Artificial Intelligence Research: Position Paper,Ernest Davis,http://arxiv.org/pdf/1411.1629v2,No journal ref found,none,cs.AI,Summary15831,1411.3346v1,2014-11-12T21:13:08Z,Membership Function Assignment for Elements of Single OWL Ontology,Olegs Verhodubs,http://arxiv.org/pdf/1411.3346v1,No journal ref found,none,cs.AI,Summary15832,1411.3880v1,2014-11-14T12:13:45Z,Optimal Cost Almost-sure Reachability in POMDPs,"Krishnendu Chatterjee, Martin Chmelík, Raghav Gupta, Ayush Kanodia",http://arxiv.org/pdf/1411.3880v1,No journal ref found,none,cs.AI,Summary15833,1411.4023v1,2014-11-14T19:43:12Z,Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games,"Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani",http://arxiv.org/pdf/1411.4023v1,No journal ref found,none,cs.AI,Summary15834,1411.4156v2,2014-11-15T15:33:38Z,Using Description Logics for RDF Constraint Checking and Closed-World Recognition,Peter F. Patel-Schneider,http://arxiv.org/pdf/1411.4156v2,No journal ref found,none,cs.AI,Summary15835,1411.4192v1,2014-11-15T22:31:05Z,Introduction to ROSS: A New Representational Scheme,Glenn R. Hofford,http://arxiv.org/pdf/1411.4192v1,No journal ref found,none,cs.AI,Summary15836,1411.4616v1,2014-11-17T20:07:45Z,A Note on Systematic Conflict Generation in CA-EN-type Causal Structures,Antoni Ligęza,http://arxiv.org/pdf/1411.4616v1,No journal ref found,none,cs.AI,Summary15837,1411.4823v1,2014-11-18T12:27:01Z,Automated Reasoning in Deontic Logic,"Ulrich Furbach, Claudia Schon, Frieder Stolzenburg",http://arxiv.org/pdf/1411.4823v1,No journal ref found,none,cs.AI,Summary15838,1411.5410v1,2014-11-20T00:54:45Z,Stable Model Counting and Its Application in Probabilistic Logic Programming,"Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter Stuckey",http://arxiv.org/pdf/1411.5410v1,No journal ref found,none,cs.AI,Summary15839,1411.5416v1,2014-11-20T01:29:19Z,Recommending the Most Encompassing Opposing and Endorsing Arguments in Debates,"Marius C. Silaghi, Roussi Roussev",http://arxiv.org/pdf/1411.5416v1,No journal ref found,none,cs.AI,Summary15840,1411.5635v2,2014-11-20T18:37:12Z,Justifying Answer Sets using Argumentation,"Claudia Schulz, Francesca Toni",http://arxiv.org/pdf/1411.5635v2,Theory and Practice of Logic Programming 16 (2015) 59-110,none,cs.AI,Summary15841,1411.6300v1,2014-11-23T21:19:44Z,Discrete Bayesian Networks: The Exact Posterior Marginal Distributions,Do Le Paul Minh,http://arxiv.org/pdf/1411.6300v1,No journal ref found,none,cs.AI,Summary15842,1411.6593v1,2014-11-24T20:04:20Z,Rational Deployment of Multiple Heuristics in IDA*,"David Tolpin, Oded Betzalel, Ariel Felner, Solomon Eyal Shimony",http://arxiv.org/pdf/1411.6593v1,No journal ref found,none,cs.AI,Summary15843,1411.7149v1,2014-11-26T09:26:14Z,A Fuzzy Syllogistic Reasoning Schema for Generalized Quantifiers,"M. Pereira-Fariña, Juan C. Vidal, F. Díaz-Hermida, A. Bugarín",http://arxiv.org/pdf/1411.7149v1,"(2014) Fuzzy Sets and Systems 234, 79-96",none,cs.AI,Summary15844,1411.7480v1,2014-11-27T06:41:22Z,Unweighted Stochastic Local Search can be Effective for Random CSP Benchmarks,Christopher D. Rosin,http://arxiv.org/pdf/1411.7480v1,No journal ref found,none,cs.AI,Summary15845,1411.7525v1,2014-11-27T10:12:21Z,On the analysis of set-based fuzzy quantified reasoning using classical syllogistics,"M. Pereira-Fariña, F. Díaz-Hermida, A. Bugarín",http://arxiv.org/pdf/1411.7525v1,"""Fuzzy Sets and Systems"", vol. 214(1), 83-94",none,cs.AI,Summary15846,1412.0315v1,2014-12-01T00:40:33Z,Lifted Probabilistic Inference for Asymmetric Graphical Models,"Guy Van den Broeck, Mathias Niepert",http://arxiv.org/pdf/1412.0315v1,No journal ref found,none,cs.AI,Summary15847,1412.0854v1,2014-12-02T10:44:24Z,Semantic HMC for Big Data Analysis,"Thomas Hassan, Rafael Peixoto, Christophe Cruz, Aurlie Bertaux, Nuno Silva",http://arxiv.org/pdf/1412.0854v1,No journal ref found,none,cs.AI,Summary15848,1412.1044v6,2014-12-01T18:13:34Z,Problem Theory,Ramón Casares,http://arxiv.org/pdf/1412.1044v6,No journal ref found,none,cs.AI,Summary15849,1412.1913v1,2014-12-05T07:58:30Z,A Portfolio Approach to Algorithm Selection for Discrete Time-Cost Trade-off Problem,Santosh Mungle,http://arxiv.org/pdf/1412.1913v1,No journal ref found,none,cs.AI,Summary15850,1412.2114v1,2014-12-01T06:47:28Z,"Chases and Escapes, and Optimization Problems",Toru Ohira,http://arxiv.org/pdf/1412.2114v1,No journal ref found,none,cs.AI,Summary15851,1412.2985v1,2014-12-09T14:58:58Z,"Cause, Responsibility, and Blame: oA Structural-Model Approach",Joseph Y. Halpern,http://arxiv.org/pdf/1412.2985v1,No journal ref found,none,cs.AI,Summary15852,1412.3076v1,2014-12-09T19:58:51Z,The Computational Complexity of Structure-Based Causality,"Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii",http://arxiv.org/pdf/1412.3076v1,No journal ref found,none,cs.AI,Summary15853,1412.3137v1,2014-12-05T21:03:53Z,Rule reasoning for legal norm validation of FSTP facts,"Naouel Karam, Shashishekar Ramakrishna, Adrian Paschke",http://arxiv.org/pdf/1412.3137v1,No journal ref found,none,cs.AI,Summary15854,1412.3279v1,2014-12-10T12:34:04Z,The category of networks of ontologies,Jérôme Euzenat,http://arxiv.org/pdf/1412.3279v1,No journal ref found,none,cs.AI,Summary15855,1412.3518v2,2014-12-11T02:16:39Z,Appropriate Causal Models and the Stability of Causation,Joseph Y. Halpern,http://arxiv.org/pdf/1412.3518v2,Review of Symbolic Logic 9 (2016) 76-102,none,cs.AI,Summary15856,1412.3802v1,2014-12-11T09:49:07Z,Turing Test for the Internet of Things,Neil Rubens,http://arxiv.org/pdf/1412.3802v1,No journal ref found,none,cs.AI,Summary15857,1412.3908v1,2014-12-12T07:52:28Z,Belief revision in the propositional closure of a qualitative algebra,"Valmi Dufour-Lussier, Alice Hermann, Florence Le Ber, Jean Lieber",http://arxiv.org/pdf/1412.3908v1,"14th International Conference on Principles of Knowledge Representation and Reasoning, Jul 2014, Vienne, Austria. AAAI Press, pp.4",none,cs.AI,Summary15858,1412.4465v1,2014-12-15T05:33:21Z,Generating Graphical Chain by Mutual Matching of Bayesian Network and Extracted Rules of Bayesian Network Using Genetic Algorithm,"Mostafa Sepahvand, Ghasem Alikhajeh, Meysam Ghaffari, Abdolreza Mirzaei",http://arxiv.org/pdf/1412.4465v1,No journal ref found,none,cs.AI,Summary15859,1412.4802v1,2014-12-01T16:07:24Z,Neutrosophic information in the framework of multi-valued representation,Vasile Patrascu,http://arxiv.org/pdf/1412.4802v1,No journal ref found,none,cs.AI,Summary15860,1412.4972v4,2014-12-16T12:18:34Z,Max-Product Belief Propagation for Linear Programming: Applications to Combinatorial Optimization,"Sejun Park, Jinwoo Shin",http://arxiv.org/pdf/1412.4972v4,No journal ref found,none,cs.AI,Summary15861,1412.5077v1,2014-12-16T18:39:06Z,A Multi-criteria neutrosophic group decision making metod based TOPSIS for supplier selection,"Rıdvan Şahin, Muhammed Yiğider",http://arxiv.org/pdf/1412.5077v1,No journal ref found,none,cs.AI,Summary15862,1412.5202v1,2014-12-17T12:15:08Z,Multi-criteria neutrosophic decision making method based on score and accuracy functions under neutrosophic environment,Rıdvan Şahin,http://arxiv.org/pdf/1412.5202v1,No journal ref found,none,cs.AI,Summary15863,1412.5980v1,2014-12-18T18:10:03Z,GraATP: A Graph Theoretic Approach for Automated Theorem Proving in Plane Geometry,"Mohammad Murtaza Mahmud, Swakkhar Shatabda, Mohammad Nurul Huda",http://arxiv.org/pdf/1412.5980v1,No journal ref found,none,cs.AI,Summary15864,1412.5984v1,2014-12-18T18:16:52Z,Stochastic Local Search for Pattern Set Mining,"Muktadir Hossain, Tajkia Tasnim, Swakkhar Shatabda, Dewan M. Farid",http://arxiv.org/pdf/1412.5984v1,No journal ref found,none,cs.AI,Summary15865,1412.6413v1,2014-11-24T14:42:16Z,"Towards a Consistent, Sound and Complete Conceptual Knowledge","Gowri Shankar Ramaswamy, F Sagayaraj Francis",http://arxiv.org/pdf/1412.6413v1,"International Journal of Computer Trends and Technology (IJCTT) V17(2):61-63, Nov 2014",none,cs.AI,Summary15866,1412.6973v1,2014-12-22T13:34:04Z,Decision-theoretic rough sets-based three-way approximations of interval-valued fuzzy sets,Guangming Lang,http://arxiv.org/pdf/1412.6973v1,No journal ref found,none,cs.AI,Summary15867,1412.7585v3,2014-12-24T02:18:01Z,Converting Instance Checking to Subsumption: A Rethink for Object Queries over Practical Ontologies,"Jia Xu, Patrick Shironoshita, Ubbo Visser, Nigel John, Mansur Kabuka",http://arxiv.org/pdf/1412.7585v3,"International Journal of Intelligence Science, Vol. 5 No. 1, 44-62, 2015",none,cs.AI,Summary15868,1412.7961v1,2014-12-26T17:38:19Z,Reasoning for Improved Sensor Data Interpretation in a Smart Home,"Marjan Alirezaie, Amy Loutfi",http://arxiv.org/pdf/1412.7961v1,No journal ref found,none,cs.AI,Summary15869,1412.7964v1,2014-12-26T18:00:45Z,Knowledge Propagation in Contextualized Knowledge Repositories: an Experimental Evaluation,"Loris Bozzato, Luciano Serafini",http://arxiv.org/pdf/1412.7964v1,No journal ref found,none,cs.AI,Summary15870,1412.7965v1,2014-12-26T18:14:20Z,Adding Context to Knowledge and Action Bases,"Diego Calvanese, İsmail İlkan Ceylan, Marco Montali, Ario Santoso",http://arxiv.org/pdf/1412.7965v1,No journal ref found,none,cs.AI,Summary15871,1412.7967v1,2014-12-26T18:21:20Z,Different Types of Conflicting Knowledge in AmI Environments,"Martin Homola, Theodore Patkos",http://arxiv.org/pdf/1412.7967v1,No journal ref found,none,cs.AI,Summary15872,1412.7968v1,2014-12-26T18:32:58Z,Context-Aware Analytics in MOM Applications,"Martin Ringsquandl, Steffen Lamparter, Raffaello Lepratti",http://arxiv.org/pdf/1412.7968v1,No journal ref found,none,cs.AI,Summary15873,1412.8529v2,2014-12-30T01:48:10Z,A note about the generalisation of the C-tests,Jose Hernandez-Orallo,http://arxiv.org/pdf/1412.8529v2,No journal ref found,none,cs.AI,Summary15874,1412.8531v1,2014-12-30T01:55:41Z,"Workshop Notes of the 6th International Workshop on Acquisition, Representation and Reasoning about Context with Logic (ARCOE-Logic 2014)","Michael Fink, Martin Homola, Alessandra Mileo",http://arxiv.org/pdf/1412.8531v1,No journal ref found,none,cs.AI,Summary15875,1502.00152v2,2015-01-31T19:17:54Z,Minimizing Regret in Dynamic Decision Problems,"Joseph Y. Halpern, Samantha Leung",http://arxiv.org/pdf/1502.00152v2,No journal ref found,none,cs.AI,Summary15876,1502.01497v1,2015-02-05T10:57:07Z,Using temporal abduction for biosignal interpretation: A case study on QRS detection,"Tomás Teijeiro, Paulo Félix, Jesús Presedo",http://arxiv.org/pdf/1502.01497v1,No journal ref found,none,cs.AI,Summary15877,1502.02193v1,2015-02-07T23:27:48Z,The Silver Lining Around Fearful Living,Liane Gabora,http://arxiv.org/pdf/1502.02193v1,No journal ref found,none,cs.AI,Summary15878,1502.02298v2,2015-02-08T20:26:10Z,"Belief Revision, Minimal Change and Relaxation: A General Framework based on Satisfaction Systems, and Applications to Description Logics","Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot",http://arxiv.org/pdf/1502.02298v2,No journal ref found,none,cs.AI,Summary15879,1502.02414v3,2015-02-09T10:09:35Z,Tractability and Decompositions of Global Cost Functions,"David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Jimmy H. M. Lee, Kam Lun Leung, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex, Yi Wu",http://arxiv.org/pdf/1502.02414v3,No journal ref found,none,cs.AI,Summary15880,1502.02417v1,2015-02-09T10:19:18Z,Semantics-based services for a low carbon society: An application on emissions trading system data and scenarios management,"Cecilia Camporeale, Antonio De Nicola, Maria Luisa Villani",http://arxiv.org/pdf/1502.02417v1,"Environmental Modelling & Software, Vol 64, Feb 2015, Pages 124-142",none,cs.AI,Summary15881,1502.02454v3,2015-02-09T12:15:21Z,A fast PC algorithm for high dimensional causal discovery with multi-core PCs,"Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Huawen Liu",http://arxiv.org/pdf/1502.02454v3,No journal ref found,none,cs.AI,Summary15882,1502.02467v1,2015-02-09T12:55:36Z,Structural Decompositions for Problems with Global Constraints,Evgenij Thorstensen,http://arxiv.org/pdf/1502.02467v1,No journal ref found,none,cs.AI,Summary15883,1502.02535v3,2015-02-09T16:14:40Z,On First-Order Model-Based Reasoning,"Maria Paola Bonacina, Ulrich Furbach, Viorica Sofronie-Stokkermans",http://arxiv.org/pdf/1502.02535v3,No journal ref found,none,cs.AI,Summary15884,1502.02799v1,2015-02-10T07:05:56Z,On Forgetting in Tractable Propositional Fragments,Yisong Wang,http://arxiv.org/pdf/1502.02799v1,No journal ref found,none,cs.AI,Summary15885,1502.03248v2,2015-02-11T10:27:15Z,Off-Policy Reward Shaping with Ensembles,"Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowe",http://arxiv.org/pdf/1502.03248v2,No journal ref found,none,cs.AI,Summary15886,1502.03556v1,2015-02-12T07:51:39Z,An Efficient Metric of Automatic Weight Generation for Properties in Instance Matching Technique,"Md. Hanif Seddiqui, Rudra Pratap Deb Nath, Masaki Aono",http://arxiv.org/pdf/1502.03556v1,"Journal of Web and Semantic Technology (IJWeST), vol.6 no.1, pp. 1-17 (2015)",none,cs.AI,Summary15887,1502.03890v1,2015-02-13T05:31:13Z,Decision Maker using Coupled Incompressible-Fluid Cylinders,"Song-Ju Kim, Masashi Aono",http://arxiv.org/pdf/1502.03890v1,No journal ref found,none,cs.AI,Summary15888,1502.03986v3,2015-02-13T13:45:54Z,A Multicore Tool for Constraint Solving,"Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro",http://arxiv.org/pdf/1502.03986v3,No journal ref found,none,cs.AI,Summary15889,1502.04120v1,2015-02-16T17:01:40Z,About Tau-Chain,Ohad Asor,http://arxiv.org/pdf/1502.04120v1,No journal ref found,none,cs.AI,Summary15890,1502.04495v1,2015-02-16T11:09:52Z,A Generalization of Gustafson-Kessel Algorithm Using a New Constraint Parameter,Vasile Patrascu,http://arxiv.org/pdf/1502.04495v1,No journal ref found,none,cs.AI,Summary15891,1502.04593v1,2015-02-16T16:11:44Z,Explaining robust additive utility models by sequences of preference swaps,"K. Belahcene, C. Labreuche, N. Maudet, V. Mousseau, W. Ouerdane",http://arxiv.org/pdf/1502.04593v1,No journal ref found,none,cs.AI,Summary15892,1502.04665v7,2015-02-16T19:06:25Z,Optimizations for Decision Making and Planning in Description Logic Dynamic Knowledge Bases,Michele Stawowy,http://arxiv.org/pdf/1502.04665v7,No journal ref found,none,cs.AI,Summary15893,1502.04780v1,2015-02-17T02:42:36Z,Computational Curiosity (A Book Draft),Qiong Wu,http://arxiv.org/pdf/1502.04780v1,No journal ref found,none,cs.AI,Summary15894,1502.05021v1,2015-02-17T20:17:19Z,Inductive Learning for Rule Generation from Ontology,Olegs Verhodubs,http://arxiv.org/pdf/1502.05021v1,No journal ref found,none,cs.AI,Summary15895,1502.05040v2,2015-02-17T12:24:58Z,Design of a Framework to Facilitate Decisions Using Information Fusion,"Tamer M. Abo Neama, Ismail A. Ismail, Tarek S. Sobh, M. Zaki",http://arxiv.org/pdf/1502.05040v2,"Journal of Al Azhar University Engineering Sector, Vol. 8, No. 28, July 2013, 1237-1250",none,cs.AI,Summary15896,1502.05450v1,2015-02-19T00:41:56Z,The (Final) countdown,Jean-Marc Alliot,http://arxiv.org/pdf/1502.05450v1,No journal ref found,none,cs.AI,Summary15897,1502.05562v1,2015-02-19T13:23:06Z,A New Penta-valued Logic Based Knowledge Representation,Vasile Patrascu,http://arxiv.org/pdf/1502.05562v1,No journal ref found,none,cs.AI,Summary15898,1502.05615v1,2015-02-19T16:25:49Z,Forgetting and consolidation for incremental and cumulative knowledge acquisition systems,"Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana",http://arxiv.org/pdf/1502.05615v1,No journal ref found,none,cs.AI,Summary15899,1502.05864v1,2015-02-20T13:16:05Z,Pseudo Fuzzy Set,"Sukanta Nayak, Snehashish Chakraverty",http://arxiv.org/pdf/1502.05864v1,No journal ref found,none,cs.AI,Summary15900,1502.05888v3,2015-02-20T14:50:53Z,"A partial taxonomy of judgment aggregation rules, and their properties","Jerôme Lang, Gabriella Pigozzi, Marija Slavkovik, Leendert van der Torre, Srdjan Vesic",http://arxiv.org/pdf/1502.05888v3,No journal ref found,none,cs.AI,Summary15901,1502.06512v1,2015-02-23T17:08:30Z,From Seed AI to Technological Singularity via Recursively Self-Improving Software,Roman V. Yampolskiy,http://arxiv.org/pdf/1502.06512v1,No journal ref found,none,cs.AI,Summary15902,1502.06657v1,2015-02-24T00:09:05Z,Multi-Touch Attribution Based Budget Allocation in Online Advertising,"Sahin Cem Geyik, Abhishek Saxena, Ali Dasdan",http://arxiv.org/pdf/1502.06657v1,No journal ref found,none,cs.AI,Summary15903,1502.06818v1,2015-02-24T14:10:04Z,Tensor SimRank for Heterogeneous Information Networks,"Ben Usman, Ivan Oseledets",http://arxiv.org/pdf/1502.06818v1,No journal ref found,none,cs.AI,Summary15904,1502.06956v1,2015-02-24T04:02:00Z,Transformation of basic probability assignments to probabilities based on a new entropy measure,"Xinyang Deng, Yong Deng",http://arxiv.org/pdf/1502.06956v1,No journal ref found,none,cs.AI,Summary15905,1502.07314v3,2015-02-25T19:21:04Z,Path Finding under Uncertainty through Probabilistic Inference,"David Tolpin, Brooks Paige, Jan Willem van de Meent, Frank Wood",http://arxiv.org/pdf/1502.07314v3,No journal ref found,none,cs.AI,Summary15906,1502.07428v2,2015-02-26T04:16:31Z,Representative Selection in Non Metric Datasets,"Elad Liebman, Benny Chor, Peter Stone",http://arxiv.org/pdf/1502.07428v2,No journal ref found,none,cs.AI,Summary15907,1502.07628v1,2015-02-26T16:41:13Z,Relaxation-based revision operators in description logics,"Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot",http://arxiv.org/pdf/1502.07628v1,No journal ref found,none,cs.AI,Summary15908,1503.00899v1,2015-03-03T11:26:02Z,An Ant Colony Optimization Algorithm for Partitioning Graphs with Supply and Demand,"Raka Jovanovic, Milan Tuba, Stefan Voss",http://arxiv.org/pdf/1503.00899v1,No journal ref found,none,cs.AI,Summary15909,1503.00980v1,2015-03-03T15:43:36Z,On memetic search for the max-mean dispersion problem,"Xiangjing Lai, Jin-Kao Hao",http://arxiv.org/pdf/1503.00980v1,No journal ref found,none,cs.AI,Summary15910,1503.01051v1,2015-03-03T18:50:40Z,"Combining Probabilistic, Causal, and Normative Reasoning in CP-logic","Sander Beckers, Joost Vennekens",http://arxiv.org/pdf/1503.01051v1,No journal ref found,none,cs.AI,Summary15911,1503.01299v1,2015-03-04T12:48:44Z,Telling cause from effect in deterministic linear dynamical systems,"Naji Shajarisales, Dominik Janzing, Bernhard Shoelkopf, Michel Besserve",http://arxiv.org/pdf/1503.01299v1,No journal ref found,none,cs.AI,Summary15912,1503.01327v1,2015-03-04T14:56:55Z,Estimating the Probability of Meeting a Deadline in Hierarchical Plans,"Liat Cohen, Solomon Eyal Shimony, Gera Weiss",http://arxiv.org/pdf/1503.01327v1,No journal ref found,none,cs.AI,Summary15913,1503.01446v1,2015-03-04T20:23:21Z,Predicting opponent team activity in a RoboCup environment,Selene Baez,http://arxiv.org/pdf/1503.01446v1,No journal ref found,none,cs.AI,Summary15914,1503.02521v4,2015-03-09T15:28:32Z,A Single-Pass Classifier for Categorical Data,Kieran Greer,http://arxiv.org/pdf/1503.02521v4,No journal ref found,none,cs.AI,Summary15915,1503.02626v1,2015-03-09T19:17:49Z,On the Intrinsic Limits to Representationally-Adaptive Machine-Learning,David Windridge,http://arxiv.org/pdf/1503.02626v1,No journal ref found,none,cs.AI,Summary15916,1503.02917v1,2015-03-10T14:10:47Z,A Case Based Reasoning Approach for Answer Reranking in Question Answering,Karl-Heinz Weis,http://arxiv.org/pdf/1503.02917v1,No journal ref found,none,cs.AI,Summary15917,1503.03787v1,2015-03-12T16:00:32Z,Are there intelligent Turing machines?,Norbert Bátfai,http://arxiv.org/pdf/1503.03787v1,No journal ref found,none,cs.AI,Summary15918,1503.04187v1,2015-03-13T18:58:25Z,A Minimal Active Inference Agent,"Simon McGregor, Manuel Baltieri, Christopher L. Buckley",http://arxiv.org/pdf/1503.04187v1,No journal ref found,none,cs.AI,Summary15919,1503.04220v1,2015-03-13T21:10:38Z,Fuzzy Mixed Integer Optimization Model for Regression Approach,"Arindam Chaudhuri, Dipak Chatterjee",http://arxiv.org/pdf/1503.04220v1,No journal ref found,none,cs.AI,Summary15920,1503.04222v1,2015-03-13T21:14:49Z,Fuzzy Mixed Integer Linear Programming for Air Vehicles Operations Optimization,"Arindam Chaudhuri, Dipak Chatterjee, Ritesh Rajput",http://arxiv.org/pdf/1503.04222v1,No journal ref found,none,cs.AI,Summary15921,1503.04333v2,2015-03-14T18:47:07Z,Dynamic Move Chains and Move Tables in Computer Chess,Kieran Greer,http://arxiv.org/pdf/1503.04333v2,No journal ref found,none,cs.AI,Summary15922,1503.05055v1,2015-03-17T14:04:38Z,Combining partially independent belief functions,"Mouna Chebbah, Arnaud Martin, Boutheina Ben Yaghlane",http://arxiv.org/pdf/1503.05055v1,No journal ref found,none,cs.AI,Summary15923,1503.05501v1,2015-03-18T17:29:24Z,Probabilistic Argumentation. An Equational Approach,"D. M. Gabbay, O. Rodrigues",http://arxiv.org/pdf/1503.05501v1,No journal ref found,none,cs.AI,Summary15924,1503.05667v1,2015-03-19T08:05:03Z,BitSim: An Algebraic Similarity Measure for Description Logics Concepts,"Sourish Dasgupta, Gaurav Maheshwari, Priyansh Trivedi",http://arxiv.org/pdf/1503.05667v1,No journal ref found,none,cs.AI,Summary15925,1503.06087v2,2015-03-20T14:33:48Z,The RatioLog Project: Rational Extensions of Logical Reasoning,"Ulrich Furbach, Claudia Schon, Frieder Stolzenburg, Karl-Heinz Weis, Claus-Peter Wirth",http://arxiv.org/pdf/1503.06087v2,"KI, 29(3):271-277, 2015",none,cs.AI,Summary15926,1503.07341v1,2015-03-25T11:34:31Z,An Experiment on Using Bayesian Networks for Process Mining,Catarina Moreira,http://arxiv.org/pdf/1503.07341v1,No journal ref found,none,cs.AI,Summary15927,1503.07587v1,2015-03-26T00:34:34Z,"Universal Psychometrics Tasks: difficulty, composition and decomposition",Jose Hernandez-Orallo,http://arxiv.org/pdf/1503.07587v1,No journal ref found,none,cs.AI,Summary15928,1503.07715v1,2014-12-24T07:47:46Z,The Computational Theory of Intelligence: Data Aggregation,Daniel Kovach,http://arxiv.org/pdf/1503.07715v1,No journal ref found,none,cs.AI,Summary15929,1503.07845v1,2015-03-26T19:44:48Z,Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms,"Luis Marti, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph",http://arxiv.org/pdf/1503.07845v1,No journal ref found,none,cs.AI,Summary15930,1503.08275v1,2015-03-28T07:16:22Z,"Energy Management in Storage-Augmented, Grid-Connected Prosumer Buildings and Neighbourhoods Using a Modified Simulated Annealing Optimization","Rosemarie Velik, Pascal Nicolay",http://arxiv.org/pdf/1503.08275v1,No journal ref found,none,cs.AI,Summary15931,1503.08289v3,2015-03-28T10:24:43Z,Recent advances on inconsistency indices for pairwise comparisons - a commentary,Matteo Brunelli,http://arxiv.org/pdf/1503.08289v3,"Fundamenta Informaticae, 144(3-4), 321-332, 2016",none,cs.AI,Summary15932,1503.08345v2,2015-03-28T20:35:02Z,Implementing an intelligent version of the classical sliding-puzzle game for unix terminals using Golangs concurrency primitives,Pravendra Singh,http://arxiv.org/pdf/1503.08345v2,No journal ref found,none,cs.AI,Summary15933,1503.09137v2,2015-03-31T17:29:58Z,Formalising Hypothesis Virtues in Knowledge Graphs: A General Theoretical Framework and its Validation in Literature-Based Discovery Experiments,Vit Novacek,http://arxiv.org/pdf/1503.09137v2,No journal ref found,none,cs.AI,Summary15934,1504.00136v1,2015-04-01T08:12:01Z,Knowledge reduction of dynamic covering decision information systems with immigration of more objects,Guangming Lang,http://arxiv.org/pdf/1504.00136v1,No journal ref found,none,cs.AI,Summary15935,1504.01004v2,2015-04-04T10:52:47Z,Managing Multi-Granular Linguistic Distribution Assessments in Large-Scale Multi-Attribute Group Decision Making,"Zhen Zhang, Chonghui Guo, Luis Martínez",http://arxiv.org/pdf/1504.01004v2,No journal ref found,none,cs.AI,Summary15936,1504.01173v1,2015-04-05T23:49:11Z,"Dual Decomposition from the Perspective of Relax, Compensate and then Recover","Arthur Choi, Adnan Darwiche",http://arxiv.org/pdf/1504.01173v1,No journal ref found,none,cs.AI,Summary15937,1504.02027v1,2015-02-05T07:06:16Z,The Neutrosophic Entropy and its Five Components,Vasile Patrascu,http://arxiv.org/pdf/1504.02027v1,"Neutrosophic Sets and Systems, Vol.7, 2015,pp. 40-46",none,cs.AI,Summary15938,1504.02281v1,2015-04-09T12:49:53Z,An Optimized Hybrid Approach for Path Finding,"Ahlam Ansari, Mohd Amin Sayyed, Khatija Ratlamwala, Parvin Shaikh",http://arxiv.org/pdf/1504.02281v1,No journal ref found,none,cs.AI,Summary15939,1504.02882v1,2015-04-11T14:48:23Z,Quantitative Analysis of Whether Machine Intelligence Can Surpass Human Intelligence,"Feng Liu, Yong Shi",http://arxiv.org/pdf/1504.02882v1,No journal ref found,none,cs.AI,Summary15940,1504.03303v2,2015-04-09T20:39:14Z,Ultimate Intelligence Part II: Physical Measure and Complexity of Intelligence,Eray Özkural,http://arxiv.org/pdf/1504.03303v2,No journal ref found,none,cs.AI,Summary15941,1504.03451v1,2015-04-14T08:30:27Z,Harnessing Natural Fluctuations: Analogue Computer for Efficient Socially Maximal Decision Making,"Song-Ju Kim, Makoto Naruse, Masashi Aono",http://arxiv.org/pdf/1504.03451v1,No journal ref found,none,cs.AI,Summary15942,1504.03558v1,2015-04-13T10:34:02Z,Fuzzy approaches to context variable in fuzzy geographically weighted clustering,"Nguyen Van Minh, Le Hoang Son",http://arxiv.org/pdf/1504.03558v1,No journal ref found,none,cs.AI,Summary15943,1504.03592v1,2015-04-14T15:49:40Z,Towards Verifiably Ethical Robot Behaviour,"Louise A. Dennis, Michael Fisher, Alan F. T. Winfield",http://arxiv.org/pdf/1504.03592v1,No journal ref found,none,cs.AI,Summary15944,1504.05381v3,2015-04-21T10:44:07Z,How do you revise your belief set with %$;@*?,Ryuta Arisaka,http://arxiv.org/pdf/1504.05381v3,No journal ref found,none,cs.AI,Summary15945,1504.05411v1,2015-04-21T13:04:24Z,Reasoning about Unmodelled Concepts - Incorporating Class Taxonomies in Probabilistic Relational Models,"Daniel Nyga, Michael Beetz",http://arxiv.org/pdf/1504.05411v1,No journal ref found,none,cs.AI,Summary15946,1504.05696v2,2015-04-22T08:50:16Z,Ascribing Consciousness to Artificial Intelligence,Murray Shanahan,http://arxiv.org/pdf/1504.05696v2,No journal ref found,none,cs.AI,Summary15947,1504.05846v2,2015-04-22T15:34:56Z,Generalized Support and Formal Development of Constraint Propagators,"James Caldwell, Ian P. Gent, Peter Nightingale",http://arxiv.org/pdf/1504.05846v2,No journal ref found,none,cs.AI,Summary15948,1504.06374v1,2015-04-24T02:07:36Z,Logical Conditional Preference Theories,"Cristina Cornelio, Andrea Loreggia, Vijay Saraswat",http://arxiv.org/pdf/1504.06374v1,No journal ref found,none,cs.AI,Summary15949,1504.06423v2,2015-04-24T08:41:08Z,Information Gathering in Networks via Active Exploration,"Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen White, Andreas Krause",http://arxiv.org/pdf/1504.06423v2,No journal ref found,none,cs.AI,Summary15950,1504.06529v1,2015-04-24T14:49:18Z,Controlled Query Evaluation for Datalog and OWL 2 Profile Ontologies,"Bernardo Cuenca Grau, Evgeny Kharlamov, Egor V. Kostylev, Dmitriy Zheleznyakov",http://arxiv.org/pdf/1504.06529v1,No journal ref found,none,cs.AI,Summary15951,1504.06700v1,2015-04-25T08:20:37Z,Preferential Multi-Context Systems,"Kedian Mu, Kewen Wang, Lian Wen",http://arxiv.org/pdf/1504.06700v1,No journal ref found,none,cs.AI,Summary15952,1504.07020v1,2015-04-27T10:48:28Z,Theory of Semi-Instantiation in Abstract Argumentation,D. M. Gabbay,http://arxiv.org/pdf/1504.07020v1,No journal ref found,none,cs.AI,Summary15953,1504.07168v1,2015-04-27T17:23:39Z,Further Connections Between Contract-Scheduling and Ray-Searching Problems,Spyros Angelopoulos,http://arxiv.org/pdf/1504.07168v1,No journal ref found,none,cs.AI,Summary15954,1504.07182v1,2015-04-27T17:55:53Z,A Probabilistic Framework for Representing Dialog Systems and Entropy-Based Dialog Management through Dynamic Stochastic State Evolution,"Ji Wu, Miao Li, Chin-Hui Lee",http://arxiv.org/pdf/1504.07182v1,No journal ref found,none,cs.AI,Summary15955,1504.07302v3,2015-04-27T23:14:32Z,Building Hierarchies of Concepts via Crowdsourcing,"Yuyin Sun, Adish Singla, Dieter Fox, Andreas Krause",http://arxiv.org/pdf/1504.07302v3,No journal ref found,none,cs.AI,Summary15956,1504.07443v2,2015-04-28T12:22:48Z,Combining Existential Rules and Transitivity: Next Steps,"Jean-François Baget, Meghyn Bienvenu, Marie-Laure Mugnier, Swan Rocher",http://arxiv.org/pdf/1504.07443v2,No journal ref found,none,cs.AI,Summary15957,1504.07877v2,2015-04-29T14:48:07Z,Prefix-Projection Global Constraint for Sequential Pattern Mining,"Amina Kemmar, Samir Loudni, Yahia Lebbah, Patrice Boizumault, Thierry Charnois",http://arxiv.org/pdf/1504.07877v2,No journal ref found,none,cs.AI,Summary15958,1504.08241v1,2015-04-30T14:28:44Z,Explanation of Stagnation at Points that are not Local Optima in Particle Swarm Optimization by Potential Analysis,"Alexander Raß, Manuel Schmitt, Rolf Wanka",http://arxiv.org/pdf/1504.08241v1,No journal ref found,none,cs.AI,Summary15959,1506.00091v1,2015-05-30T08:06:20Z,Sistem penunjang keputusan kelayakan pemberian pinjaman dengna metode fuzzy tsukamoto,"Tri Murti, Leon Andretti Abdillah, Muhammad Sobri",http://arxiv.org/pdf/1506.00091v1,No journal ref found,none,cs.AI,Summary15960,1506.00337v1,2015-06-01T03:24:18Z,On Distributive Subalgebras of Qualitative Spatial and Temporal Calculi,"Zhiguo Long, Sanjiang Li",http://arxiv.org/pdf/1506.00337v1,No journal ref found,none,cs.AI,Summary15961,1506.00529v1,2015-06-01T15:22:34Z,Desirability and the birth of incomplete preferences,"Marco Zaffalon, Enrique Miranda",http://arxiv.org/pdf/1506.00529v1,No journal ref found,none,cs.AI,Summary15962,1506.00858v3,2015-06-02T12:30:35Z,Stochastic And-Or Grammars: A Unified Framework and Logic Perspective,Kewei Tu,http://arxiv.org/pdf/1506.00858v3,No journal ref found,none,cs.AI,Summary15963,1506.00893v1,2015-06-02T14:10:02Z,SkILL - a Stochastic Inductive Logic Learner,"Joana Côrte-Real, Theofrastos Mantadelis, Inês Dutra, Ricardo Rocha",http://arxiv.org/pdf/1506.00893v1,No journal ref found,none,cs.AI,Summary15964,1506.01056v1,2015-06-02T20:53:26Z,Performing Bayesian Risk Aggregation using Discrete Approximation Algorithms with Graph Factorization,Peng Lin,http://arxiv.org/pdf/1506.01056v1,No journal ref found,none,cs.AI,Summary15965,1506.01245v1,2015-06-03T13:53:05Z,A density compensation-based path computing model for measuring semantic similarity,"Xinhua Zhu, Fei Li, Hongchao Chen, Qi Peng",http://arxiv.org/pdf/1506.01245v1,No journal ref found,none,cs.AI,Summary15966,1506.01432v2,2015-06-03T23:20:28Z,Encoding Markov Logic Networks in Possibilistic Logic,"Ondrej Kuzelka, Jesse Davis, Steven Schockaert",http://arxiv.org/pdf/1506.01432v2,No journal ref found,none,cs.AI,Summary15967,1506.01864v2,2015-06-05T11:09:23Z,Grid-based angle-constrained path planning,"Konstantin Yakovlev, Egor Baskin, Ivan Hramoin",http://arxiv.org/pdf/1506.01864v2,No journal ref found,none,cs.AI,Summary15968,1506.02060v1,2015-02-26T08:56:02Z,"Similarity, Cardinality and Entropy for Bipolar Fuzzy Set in the Framework of Penta-valued Representation",Vasile Patrascu,http://arxiv.org/pdf/1506.02060v1,No journal ref found,none,cs.AI,Summary15969,1506.02061v1,2015-02-26T09:36:49Z,Entropy and Syntropy in the Context of Five-Valued Logics,Vasile Patrascu,http://arxiv.org/pdf/1506.02061v1,No journal ref found,none,cs.AI,Summary15970,1506.02082v2,2015-06-05T22:56:18Z,A Real-time Cargo Damage Management System via a Sorting Array Triangulation Technique,"Philip B. Alipour, Matteus Magnusson, Martin W. Olsson, Nooshin H. Ghasemi, Lawrence Henesey",http://arxiv.org/pdf/1506.02082v2,No journal ref found,none,cs.AI,Summary15971,1506.02561v1,2015-06-08T15:50:57Z,On SAT Models Enumeration in Itemset Mining,"Said Jabbour, Lakhdar Sais, Yakoub Salhi",http://arxiv.org/pdf/1506.02561v1,No journal ref found,none,cs.AI,Summary15972,1506.02639v2,2015-06-08T19:52:43Z,New Limits for Knowledge Compilation and Applications to Exact Model Counting,"Paul Beame, Vincent Liew",http://arxiv.org/pdf/1506.02639v2,No journal ref found,none,cs.AI,Summary15973,1506.02930v1,2015-06-09T14:28:12Z,Theory of the effectivity of human problem solving,Frantisek Duris,http://arxiv.org/pdf/1506.02930v1,No journal ref found,none,cs.AI,Summary15974,1506.03140v2,2015-06-10T00:40:34Z,On-the-Job Learning with Bayesian Decision Theory,"Keenon Werling, Arun Chaganty, Percy Liang, Chris Manning",http://arxiv.org/pdf/1506.03140v2,No journal ref found,none,cs.AI,Summary15975,1506.03624v1,2015-06-11T11:06:40Z,Bootstrapping Skills,"Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor",http://arxiv.org/pdf/1506.03624v1,No journal ref found,none,cs.AI,Summary15976,1506.03879v2,2015-06-12T00:37:54Z,Leading Tree in DPCLUS and Its Impact on Building Hierarchies,"Ji Xu, Guoyin Wang",http://arxiv.org/pdf/1506.03879v2,No journal ref found,none,cs.AI,Summary15977,1506.04272v1,2015-06-13T14:24:51Z,Attacker and Defender Counting Approach for Abstract Argumentation,"Fuan Pu, Jian Luo, Yulai Zhang, Guiming Luo",http://arxiv.org/pdf/1506.04272v1,No journal ref found,none,cs.AI,Summary15978,1506.04366v1,2015-06-14T09:29:11Z,Artificial general intelligence through recursive data compression and grounded reasoning: a position paper,Arthur Franz,http://arxiv.org/pdf/1506.04366v1,No journal ref found,none,cs.AI,Summary15979,1506.04956v1,2015-06-16T13:14:26Z,The Scope and Limits of Simulation in Cognitive Models,"Ernest Davis, Gary Marcus",http://arxiv.org/pdf/1506.04956v1,No journal ref found,none,cs.AI,Summary15980,1506.05969v1,2015-06-19T12:08:39Z,HuTO: an Human Time Ontology for Semantic Web Applications,"Papa Fary Diallo, Olivier Corby, Isabelle Mirbel, Moussa Lo, Seydina M. Ndiaye",http://arxiv.org/pdf/1506.05969v1,No journal ref found,none,cs.AI,Summary15981,1506.07359v1,2015-06-24T13:16:16Z,Sequential Extensions of Causal and Evidential Decision Theory,"Tom Everitt, Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1506.07359v1,No journal ref found,none,cs.AI,Summary15982,1506.08813v2,2015-06-26T21:53:54Z,Argumentation Semantics for Prioritised Default Logic,"Anthony P. Young, Sanjay Modgil, Odinaldo Rodrigues",http://arxiv.org/pdf/1506.08813v2,No journal ref found,none,cs.AI,Summary15983,1506.08919v1,2015-06-30T02:09:02Z,Characterization of Logic Program Revision as an Extension of Propositional Revision,"Nicolas Schwind, Katsumi Inoue",http://arxiv.org/pdf/1506.08919v1,Theory and Practice of Logic Programming 16 (2015) 111-138,none,cs.AI,Summary15984,1507.00142v1,2015-07-01T08:06:33Z,A Tool for Computing and Estimating the Volume of the Solution Space of SMT(LA),"Cunjing Ge, Feifei Ma, Jian Zhang",http://arxiv.org/pdf/1507.00142v1,No journal ref found,none,cs.AI,Summary15985,1507.00862v1,2015-07-03T10:18:01Z,Using Monte Carlo method for searching partitionings of hard variants of Boolean satisfiability problem,"Alexander Semenov, Oleg Zaikin",http://arxiv.org/pdf/1507.00862v1,LNCS 9251 (2015) 222-230,none,cs.AI,Summary15986,1507.01384v1,2015-07-06T10:52:08Z,The method of artificial systems,Christopher A. Tucker,http://arxiv.org/pdf/1507.01384v1,No journal ref found,none,cs.AI,Summary15987,1507.01425v4,2015-07-06T12:48:59Z,Latent Belief Theory and Belief Dependencies: A Solution to the Recovery Problem in the Belief Set Theories,Ryuta Arisaka,http://arxiv.org/pdf/1507.01425v4,No journal ref found,none,cs.AI,Summary15988,1507.01986v1,2015-07-07T23:06:59Z,Toward Idealized Decision Theory,"Nate Soares, Benja Fallenstein",http://arxiv.org/pdf/1507.01986v1,No journal ref found,none,cs.AI,Summary15989,1507.02456v2,2015-07-09T11:02:38Z,Towards Log-Linear Logics with Concrete Domains,"Melisachew Wudage Chekol, Jakob Huber, Heiner Stuckenschmidt",http://arxiv.org/pdf/1507.02456v2,No journal ref found,none,cs.AI,Summary15990,1507.02873v1,2015-07-10T12:29:47Z,Lazy Explanation-Based Approximation for Probabilistic Logic Programming,"Joris Renkens, Angelika Kimmig, Luc De Raedt",http://arxiv.org/pdf/1507.02873v1,No journal ref found,none,cs.AI,Summary15991,1507.02912v2,2015-07-10T14:13:31Z,First-order integer programming for MAP problems,James Cussens,http://arxiv.org/pdf/1507.02912v2,No journal ref found,none,cs.AI,Summary15992,1507.03097v1,2015-07-11T11:19:36Z,Ontology Matching with Knowledge Rules,"Shangpu Jiang, Daniel Lowd, Dejing Dou",http://arxiv.org/pdf/1507.03097v1,No journal ref found,none,cs.AI,Summary15993,1507.03168v1,2015-07-11T23:10:17Z,Using Bayesian Network Representations for Effective Sampling from Generative Network Models,"Pablo Robles-Granda, Sebastian Moreno, Jennifer Neville",http://arxiv.org/pdf/1507.03168v1,No journal ref found,none,cs.AI,Summary15994,1507.03181v1,2015-07-12T03:24:21Z,A Probabilistic Approach to Knowledge Translation,"Shangpu Jiang, Daniel Lowd, Dejing Dou",http://arxiv.org/pdf/1507.03181v1,No journal ref found,none,cs.AI,Summary15995,1507.03257v2,2015-07-12T17:57:50Z,Use of the Triangular Fuzzy Numbers for Student Assessment,Michael Voskoglou,http://arxiv.org/pdf/1507.03257v2,No journal ref found,none,cs.AI,Summary15996,1507.03638v2,2015-07-13T22:19:41Z,Experimental analysis of data-driven control for a building heating system,"Giuseppe Tommaso Costanzo, Sandro Iacovella, Frederik Ruelens, T. Leurs, Bert Claessens",http://arxiv.org/pdf/1507.03638v2,No journal ref found,none,cs.AI,Summary15997,1507.03920v1,2015-07-14T16:52:05Z,Fuzzy Answer Set Computation via Satisfiability Modulo Theories,"Mario Alviano, Rafael Penaloza",http://arxiv.org/pdf/1507.03920v1,Theory and Practice of Logic Programming 15 (2015) 588-603,none,cs.AI,Summary15998,1507.03922v1,2015-07-14T16:54:36Z,Complexity and Compilation of GZ-Aggregates in Answer Set Programming,"Mario Alviano, Nicola Leone",http://arxiv.org/pdf/1507.03922v1,Theory and Practice of Logic Programming 15 (2015) 574-587,none,cs.AI,Summary15999,1507.03923v1,2015-07-14T16:57:33Z,Rewriting recursive aggregates in answer set programming: back to monotonicity,"Mario Alviano, Wolfgang Faber, Martin Gebser",http://arxiv.org/pdf/1507.03923v1,Theory and Practice of Logic Programming 15 (2015) 559-573,none,cs.AI,Summary16000,1507.03979v1,2015-07-14T19:41:26Z,Planning as Tabled Logic Programming,"Neng-Fa Zhou, Roman Bartak, Agostino Dovier",http://arxiv.org/pdf/1507.03979v1,Theory and Practice of Logic Programming 15 (2015) 543-558,none,cs.AI,Summary16001,1507.04091v1,2015-07-15T05:49:43Z,Evidential relational clustering using medoids,"Kuang Zhou, Arnaud Martin, Quan Pan, Zhun-Ga Liu",http://arxiv.org/pdf/1507.04091v1,No journal ref found,none,cs.AI,Summary16002,1507.04630v1,2015-07-16T16:05:47Z,Optimizing the computation of overriding,"Piero Andrea Bonatti, Iliana Mineva Petrova, Luigi Sauro",http://arxiv.org/pdf/1507.04630v1,No journal ref found,none,cs.AI,Summary16003,1507.04928v4,2015-07-17T11:24:07Z,A Brain-like Cognitive Process with Shared Methods,Kieran Greer,http://arxiv.org/pdf/1507.04928v4,No journal ref found,none,cs.AI,Summary16004,1507.05122v2,2015-07-17T21:58:01Z,Human Gender Classification: A Review,"Yingxiao Wu, Yan Zhuang, Xi Long, Feng Lin, Wenyao Xu",http://arxiv.org/pdf/1507.05122v2,No journal ref found,none,cs.AI,Summary16005,1507.05268v1,2015-07-19T09:32:40Z,Reinforcement Learning for the Unit Commitment Problem,"Gal Dalal, Shie Mannor",http://arxiv.org/pdf/1507.05268v1,No journal ref found,none,cs.AI,Summary16006,1507.05275v1,2015-07-19T10:55:09Z,An Efficient Genetic Algorithm for Discovering Diverse-Frequent Patterns,"Shanjida Khatun, Hasib Ul Alam, Swakkhar Shatabda",http://arxiv.org/pdf/1507.05275v1,No journal ref found,none,cs.AI,Summary16007,1507.06045v1,2015-07-22T03:32:52Z,Adapting Stochastic Search For Real-time Dynamic Weighted Constraint Satisfaction,Gregory Hasseler,http://arxiv.org/pdf/1507.06045v1,No journal ref found,none,cs.AI,Summary16008,1507.06500v1,2015-07-18T21:38:21Z,Mapping Big Data into Knowledge Space with Cognitive Cyber-Infrastructure,Hai Zhuge,http://arxiv.org/pdf/1507.06500v1,No journal ref found,none,cs.AI,Summary16009,1507.06566v1,2015-07-23T17:03:39Z,Learning Weak Constraints in Answer Set Programming,"Mark Law, Alessandra Russo, Krysia Broda",http://arxiv.org/pdf/1507.06566v1,Theory and Practice of Logic Programming 15 (2015) 511-525,none,cs.AI,Summary16010,1507.06689v2,2015-07-23T21:43:48Z,Improved Answer-Set Programming Encodings for Abstract Argumentation,"Sarah A. Gaggl, Norbert Manthey, Alessandro Ronca, Johannes P. Wallner, Stefan Woltran",http://arxiv.org/pdf/1507.06689v2,Theory and Practice of Logic Programming 15 (2015) 434-448,none,cs.AI,Summary16011,1507.07058v2,2015-07-25T03:00:31Z,The Digital Synaptic Neural Substrate: A New Approach to Computational Creativity,"Azlan Iqbal, Matej Guid, Simon Colton, Jana Krivec, Shazril Azman, Boshra Haghighi",http://arxiv.org/pdf/1507.07058v2,No journal ref found,none,cs.AI,Summary16012,1507.07462v1,2015-07-27T15:59:03Z,"Unification of Fusion Theories, Rules, Filters, Image Fusion and Target Tracking Methods (UFT)",Florentin Smarandache,http://arxiv.org/pdf/1507.07462v1,"International Journal of Applied Mathematics & Statistics, Vol. 2, 1-14, 2004",none,cs.AI,Summary16013,1507.07648v1,2015-07-28T05:45:05Z,Projected Model Counting,"Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter Stuckey",http://arxiv.org/pdf/1507.07648v1,No journal ref found,none,cs.AI,Summary16014,1507.07749v2,2015-07-28T12:59:19Z,Scaling up Greedy Causal Search for Continuous Variables,Joseph D. Ramsey,http://arxiv.org/pdf/1507.07749v2,No journal ref found,none,cs.AI,Summary16015,1507.08073v14,2015-07-29T09:21:15Z,Communication: Words and Conceptual Systems,Jian Yu,http://arxiv.org/pdf/1507.08073v14,No journal ref found,none,cs.AI,Summary16016,1507.08444v2,2015-07-30T10:46:52Z,Optimal estimates for short horizon travel time prediction in urban areas,"Indre Zliobaite, Mikhail Khokhlov",http://arxiv.org/pdf/1507.08444v2,No journal ref found,none,cs.AI,Summary16017,1507.08559v1,2015-07-30T16:03:48Z,CRISNER: A Practically Efficient Reasoner for Qualitative Preferences,"Ganesh Ram Santhanam, Samik Basu, Vasant Honavar",http://arxiv.org/pdf/1507.08559v1,No journal ref found,none,cs.AI,Summary16018,1507.08826v2,2015-07-31T10:56:40Z,Studying a set of properties of inconsistency indices for pairwise comparisons,Matteo Brunelli,http://arxiv.org/pdf/1507.08826v2,No journal ref found,none,cs.AI,Summary16019,1508.00019v1,2015-07-31T20:21:38Z,A Minimal Architecture for General Cognition,"Michael S. Gashler, Zachariah Kindle, Michael R. Smith",http://arxiv.org/pdf/1508.00019v1,No journal ref found,none,cs.AI,Summary16020,1508.00212v1,2015-08-02T10:11:38Z,Procedural Content Generation for GDL Descriptions of Simplified Boardgames,"Jakub Kowalski, Marek Szykuła",http://arxiv.org/pdf/1508.00212v1,No journal ref found,none,cs.AI,Summary16021,1508.00280v1,2015-08-02T20:13:41Z,Learning from Pairwise Marginal Independencies,"Johannes Textor, Alexander Idelberger, Maciej Liśkiewicz",http://arxiv.org/pdf/1508.00280v1,No journal ref found,none,cs.AI,Summary16022,1508.00377v2,2015-08-03T11:29:21Z,Using Behavior Objects to Manage Complexity in Virtual Worlds,"Martin Černý, Tomáš Plch, Matěj Marko, Jakub Gemrot, Petr Ondráček, Cyril Brom",http://arxiv.org/pdf/1508.00377v2,No journal ref found,none,cs.AI,Summary16023,1508.00801v1,2015-08-04T15:37:44Z,Identifying Avatar Aliases in Starcraft 2,"Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue",http://arxiv.org/pdf/1508.00801v1,No journal ref found,none,cs.AI,Summary16024,1508.00879v1,2015-08-04T19:27:21Z,Qualitative Decision Methods for Multi-Attribute Decision Making,Ankit Agrawal,http://arxiv.org/pdf/1508.00879v1,No journal ref found,none,cs.AI,Summary16025,1508.00986v1,2015-08-05T06:45:09Z,On the Linear Belief Compression of POMDPs: A re-examination of current methods,"Zhuoran Wang, Paul A. Crook, Wenshuo Tang, Oliver Lemon",http://arxiv.org/pdf/1508.00986v1,No journal ref found,none,cs.AI,Summary16026,1508.01191v1,2015-08-05T19:50:21Z,A different perspective on a scale for pairwise comparisons,"J. Fueloep, W. W. Koczkodaj, S. J. Szarek",http://arxiv.org/pdf/1508.01191v1,Logic Journal of the IGPL Volume: 18 Issue: 6 Pages: 859-869 Published: DEC 2010,none,cs.AI,Summary16027,1508.03523v1,2015-08-14T14:51:54Z,Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems,"Jordi Roca-Lacostena, Jesus Cerquides, Marc Pouly",http://arxiv.org/pdf/1508.03523v1,No journal ref found,none,cs.AI,Summary16028,1508.03671v2,2015-08-14T22:19:48Z,Fuzzy Longest Common Subsequence Matching With FCM Using R,"Ibrahim Ozkan, I. Burhan Turksen",http://arxiv.org/pdf/1508.03671v2,No journal ref found,none,cs.AI,Summary16029,1508.03812v1,2015-08-16T11:31:49Z,Causal Decision Trees,"Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu",http://arxiv.org/pdf/1508.03812v1,No journal ref found,none,cs.AI,Summary16030,1508.03819v1,2015-08-16T12:33:18Z,From Observational Studies to Causal Rule Mining,"Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bingyu Sun, Saisai Ma",http://arxiv.org/pdf/1508.03819v1,"ACM Trans. Intell. Syst. Technol. 7, 2, Article 14 (November 2015), 27 pages",none,cs.AI,Summary16031,1508.04032v2,2015-08-17T14:04:07Z,Variable Elimination in the Fourier Domain,"Yexiang Xue, Stefano Ermon, Ronan Le Bras, Carla P. Gomes, Bart Selman",http://arxiv.org/pdf/1508.04032v2,No journal ref found,none,cs.AI,Summary16032,1508.04087v6,2015-08-17T17:15:13Z,The SP theory of intelligence: distinctive features and advantages,J. G. Wolff,http://arxiv.org/pdf/1508.04087v6,"IEEE Access, 4, 216-246, 2016",none,cs.AI,Summary16033,1508.04261v3,2015-08-18T09:50:33Z,Learning Modulo Theories for preference elicitation in hybrid domains,"Paolo Campigotto, Roberto Battiti, Andrea Passerini",http://arxiv.org/pdf/1508.04261v3,No journal ref found,none,cs.AI,Summary16034,1508.04570v1,2015-08-19T09:03:18Z,Proposal for the creation of a research facility for the development of the SP machine,"J. Gerard Wolff, Vasile Palade",http://arxiv.org/pdf/1508.04570v1,No journal ref found,none,cs.AI,Summary16035,1508.04633v1,2015-08-19T13:11:32Z,Drawing and Analyzing Causal DAGs with DAGitty,Johannes Textor,http://arxiv.org/pdf/1508.04633v1,No journal ref found,none,cs.AI,Summary16036,1508.04872v1,2015-08-20T04:12:54Z,Warehouse Layout Method Based on Ant Colony and Backtracking Algorithm,"Ardy Wibowo Haryanto, Adhi Kusnadi, Yustinus Eko Soelistio",http://arxiv.org/pdf/1508.04872v1,No journal ref found,none,cs.AI,Summary16037,1508.04885v1,2015-08-20T05:56:53Z,Efficient Computation of Exact IRV Margins,"Michelle Blom, Peter J. Stuckey, Vanessa J. Teague, Ron Tidhar",http://arxiv.org/pdf/1508.04885v1,No journal ref found,none,cs.AI,Summary16038,1508.04928v1,2015-08-20T09:09:45Z,Duration and Interval Hidden Markov Model for Sequential Data Analysis,"Hiromi Narimatsu, Hiroyuki Kasai",http://arxiv.org/pdf/1508.04928v1,No journal ref found,none,cs.AI,Summary16039,1508.05804v2,2015-08-24T13:56:32Z,A note on the complexity of the causal ordering problem,"Bernardo Gonçalves, Fabio Porto",http://arxiv.org/pdf/1508.05804v2,"Artificial Intelligence 238:154-65, 2016",none,cs.AI,Summary16040,1508.06924v2,2015-08-27T16:23:49Z,Using Thought-Provoking Childrens Questions to Drive Artificial Intelligence Research,"Erik T. Mueller, Henry Minsky",http://arxiv.org/pdf/1508.06924v2,No journal ref found,none,cs.AI,Summary16041,1508.06973v1,2015-08-26T17:37:01Z,The Relation Between Acausality and Interference in Quantum-Like Bayesian Networks,"Catarina Moreira, Andreas Wichert",http://arxiv.org/pdf/1508.06973v1,No journal ref found,none,cs.AI,Summary16042,1508.07092v2,2015-08-28T04:42:23Z,Mining Combined Causes in Large Data Sets,"Saisai Ma, Jiuyong Li, Lin Liu, Thuc Duy Le",http://arxiv.org/pdf/1508.07092v2,No journal ref found,none,cs.AI,Summary16043,1509.00584v1,2015-09-02T07:18:20Z,Turings Imitation Game has been Improved,Norbert Bátfai,http://arxiv.org/pdf/1509.00584v1,No journal ref found,none,cs.AI,Summary16044,1509.01379v1,2015-09-04T09:29:47Z,Ontology Based SMS Controller for Smart Phones,"Mohammed A. Balubaid, Umar Manzoor",http://arxiv.org/pdf/1509.01379v1,No journal ref found,none,cs.AI,Summary16045,1509.02012v1,2015-09-07T12:42:45Z,Bounded Situation Calculus Action Theories,"Giuseppe De Giacomo, Yves Lespérance, Fabio Patrizi",http://arxiv.org/pdf/1509.02012v1,No journal ref found,none,cs.AI,Summary16046,1509.02384v3,2015-09-08T14:26:31Z,A unified heuristic and an annotated bibliography for a large class of earliness-tardiness scheduling problems,"Arthur Kramer, Anand Subramanian",http://arxiv.org/pdf/1509.02384v3,No journal ref found,none,cs.AI,Summary16047,1509.02413v1,2015-08-28T06:01:56Z,Learning Efficient Representations for Reinforcement Learning,Yanping Huang,http://arxiv.org/pdf/1509.02413v1,No journal ref found,none,cs.AI,Summary16048,1509.02709v1,2015-09-09T10:30:48Z,A Topological Approach to Meta-heuristics: Analytical Results on the BFS vs. DFS Algorithm Selection Problem,"Tom Everitt, Marcus Hutter",http://arxiv.org/pdf/1509.02709v1,No journal ref found,none,cs.AI,Summary16049,1509.03247v1,2015-09-10T17:37:20Z,An Epsilon Hierarchical Fuzzy Twin Support Vector Regression,Arindam Chaudhuri,http://arxiv.org/pdf/1509.03247v1,No journal ref found,none,cs.AI,Summary16050,1509.03390v1,2015-09-11T05:14:51Z,Measuring an Artificial Intelligence Systems Performance on a Verbal IQ Test For Young Children,"Stellan Ohlsson, Robert H. Sloan, György Turán, Aaron Urasky",http://arxiv.org/pdf/1509.03390v1,No journal ref found,none,cs.AI,Summary16051,1509.03527v1,2015-09-11T14:18:04Z,Sharing HOL4 and HOL Light proof knowledge,"Thibault Gauthier, Cezary Kaliszyk",http://arxiv.org/pdf/1509.03527v1,No journal ref found,none,cs.AI,Summary16052,1509.03534v1,2015-09-11T14:31:05Z,Premise Selection and External Provers for HOL4,"Thibault Gauthier, Cezary Kaliszyk",http://arxiv.org/pdf/1509.03534v1,No journal ref found,none,cs.AI,Summary16053,1509.03564v1,2015-09-11T15:45:39Z,Lazy Factored Inference for Functional Probabilistic Programming,"Avi Pfeffer, Brian Ruttenberg, Amy Sliva, Michael Howard, Glenn Takata",http://arxiv.org/pdf/1509.03564v1,No journal ref found,none,cs.AI,Summary16054,1509.03585v1,2015-09-11T17:23:54Z,Some Supplementaries to The Counting Semantics for Abstract Argumentation,"Fuan Pu, Jian Luo, Guiming Luo",http://arxiv.org/pdf/1509.03585v1,No journal ref found,none,cs.AI,Summary16055,1509.04064v1,2015-09-14T12:47:52Z,Benchmarking for Bayesian Reinforcement Learning,"Michael Castronovo, Damien Ernst, Adrien Couetoux, Raphael Fonteneau",http://arxiv.org/pdf/1509.04064v1,No journal ref found,none,cs.AI,Summary16056,1509.04904v1,2015-09-16T12:37:30Z,Causal Model Analysis using Collider v-structure with Negative Percentage Mapping,"Pramod Kumar Parida, Tshilidzi Marwala, Snehashish Chakraverty",http://arxiv.org/pdf/1509.04904v1,No journal ref found,none,cs.AI,Summary16057,1509.05434v1,2015-09-17T20:27:31Z,A Study Investigating Typical Concepts and Guidelines for Ontology Building,Thabet Slimani,http://arxiv.org/pdf/1509.05434v1,"Journal of Emerging Trends in Computing and Information Sciences.Vol. 5, No. 12 December 2014, ISSN 2079-8407, pp.886-893",none,cs.AI,Summary16058,1509.06731v1,2015-09-22T19:05:39Z,Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games,"Nikolai Yakovenko, Liangliang Cao, Colin Raffel, James Fan",http://arxiv.org/pdf/1509.06731v1,No journal ref found,none,cs.AI,Summary16059,1509.07582v1,2015-09-25T04:07:22Z,Constructing Abstraction Hierarchies Using a Skill-Symbol Loop,George Konidaris,http://arxiv.org/pdf/1509.07582v1,No journal ref found,none,cs.AI,Summary16060,1509.08434v1,2015-09-28T19:14:43Z,Ensemble UCT Needs High Exploitation,"S. Ali Mirsoleimani, Aske Plaat, Jaap van den Herik",http://arxiv.org/pdf/1509.08434v1,No journal ref found,none,cs.AI,Summary16061,1509.08764v2,2015-09-29T14:19:47Z,On the Min-cost Traveling Salesman Problem with Drone,"Quang Minh Ha, Yves Deville, Quang Dung Pham, Minh Hoàng Hà",http://arxiv.org/pdf/1509.08764v2,No journal ref found,none,cs.AI,Summary16062,1509.08792v1,2015-09-27T22:12:42Z,An intelligent extension of Variable Neighbourhood Search for labelling graph problems,"Sergio Consoli, Josè Andrès Moreno Pèrez",http://arxiv.org/pdf/1509.08792v1,No journal ref found,none,cs.AI,Summary16063,1509.08891v1,2015-09-23T04:25:44Z,The Computational Principles of Learning Ability,Hao Wu,http://arxiv.org/pdf/1509.08891v1,No journal ref found,none,cs.AI,Summary16064,1509.09240v2,2015-07-26T08:09:24Z,Solving a Mathematical Problem in Square War: a Go-like Board Game,Chu Luo,http://arxiv.org/pdf/1509.09240v2,No journal ref found,none,cs.AI,Summary16065,1510.00604v1,2015-10-02T14:08:36Z,Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations,"Laura Steinert, Jens Hoefinghoff, Josef Pauli",http://arxiv.org/pdf/1510.00604v1,No journal ref found,none,cs.AI,Summary16066,1510.01291v2,2015-10-05T19:21:22Z,A Common-Factor Approach for Multivariate Data Cleaning with an Application to Mars Phoenix Mission Data,"Dongping Fang, Elizabeth Oberlin, Wei Ding, Samuel P. Kounaves",http://arxiv.org/pdf/1510.01291v2,No journal ref found,none,cs.AI,Summary16067,1510.01599v1,2015-10-06T14:42:38Z,Disjunctive Answer Set Solvers via Templates,"Remi Brochenin, Yuliya Lierler, Marco Maratea",http://arxiv.org/pdf/1510.01599v1,Theory and Practice of Logic Programming 16 (2015) 465-497,none,cs.AI,Summary16068,1510.01659v1,2015-10-06T16:48:24Z,DKP-AOM: results for OAEI 2015,Muhammad Fahad,http://arxiv.org/pdf/1510.01659v1,No journal ref found,none,cs.AI,Summary16069,1510.02828v1,2015-10-09T21:32:13Z,Gelisp: A Library to Represent Musical CSPs and Search Strategies,"Mauricio Toro, Camilo Rueda, Carlos Agón, Gérard Assayag",http://arxiv.org/pdf/1510.02828v1,No journal ref found,none,cs.AI,Summary16070,1510.02867v3,2015-10-10T03:07:10Z,Artificial Intelligence and Asymmetric Information Theory,"Tshilidzi Marwala, Evan Hurwitz",http://arxiv.org/pdf/1510.02867v3,No journal ref found,none,cs.AI,Summary16071,1510.03179v1,2015-10-12T08:23:28Z,Data structuring for the ontological modelling of wind energy systems,Adrian Groza,http://arxiv.org/pdf/1510.03179v1,No journal ref found,none,cs.AI,Summary16072,1510.03592v2,2015-10-13T09:30:11Z,UAVs using Bayesian Optimization to Locate WiFi Devices,"Mattia Carpin, Stefano Rosati, Mohammad Emtiyaz Khan, Bixio Rimoldi",http://arxiv.org/pdf/1510.03592v2,No journal ref found,none,cs.AI,Summary16073,1510.04183v1,2015-10-14T16:09:43Z,Mathematical Foundations for Designing and Development of Intelligent Systems of Information Analysis,"D. O. Terletskyi, O. I. Provotar",http://arxiv.org/pdf/1510.04183v1,"Problems in Programming, 2014, Vol. 15, No.2-3, pp. 233-241",none,cs.AI,Summary16074,1510.04188v1,2015-10-14T16:27:26Z,Universal and Determined Constructors of Multisets of Objects,Dmytro Terletskyi,http://arxiv.org/pdf/1510.04188v1,"Information Theories and Applications, Vol. 21, Number 4, 2014, pp. 339-361",none,cs.AI,Summary16075,1510.04194v1,2015-10-14T16:39:30Z,Object-Oriented Dynamic Networks,"Dmytro Terletskyi, Alexandr Provotar",http://arxiv.org/pdf/1510.04194v1,"International Book Series Information Science and Computing, Book 30 Computational Models for Business and Engineering Domains, ITHEA, 2014, pp. 123-136",none,cs.AI,Summary16076,1510.04206v1,2015-10-14T17:21:37Z,Exploiters-Based Knowledge Extraction in Object-Oriented Knowledge Representation,Dmytro Terletskyi,http://arxiv.org/pdf/1510.04206v1,"Proceedings of 24th International Workshop, Concurrency, Specification & Programming 2015, Rzeszow, Poland, September 28-30, 2015, Vol. 2, pp. 211-221",none,cs.AI,Summary16077,1510.04212v1,2015-10-14T17:34:11Z,Inheritance in Object-Oriented Knowledge Representation,Dmytro Terletskyi,http://arxiv.org/pdf/1510.04212v1,"Information and Software Technologies, Volume 538 of the series Communications in Computer and Information Science, pp. 293-305, 2015",none,cs.AI,Summary16078,1510.04420v1,2015-10-15T07:06:39Z,Narrative Science Systems: A Review,"Paramjot Kaur Sarao, Puneet Mittal, Rupinder Kaur",http://arxiv.org/pdf/1510.04420v1,"International Journal of Research in Computer Science, 5(1), 2015, pp 9-14",none,cs.AI,Summary16079,1510.05373v1,2015-10-19T07:48:32Z,System Descriptions of the First International Competition on Computational Models of Argumentation (ICCMA15),"Matthias Thimm, Serena Villata",http://arxiv.org/pdf/1510.05373v1,No journal ref found,none,cs.AI,Summary16080,1510.05572v1,2015-10-19T16:31:37Z,On the Computability of AIXI,"Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1510.05572v1,No journal ref found,none,cs.AI,Summary16081,1510.05963v1,2015-10-20T16:57:49Z,"Semantic, Cognitive, and Perceptual Computing: Advances toward Computing for Human Experience","Amit Sheth, Pramod Anantharam, Cory Henson",http://arxiv.org/pdf/1510.05963v1,No journal ref found,none,cs.AI,Summary16082,1510.07217v3,2015-10-25T08:11:32Z,An Efficient Implementation for WalkSAT,Sixue Liu,http://arxiv.org/pdf/1510.07217v3,No journal ref found,none,cs.AI,Summary16083,1510.07889v3,2015-10-27T12:42:54Z,Learning Constructive Primitives for Online Level Generation and Real-time Content Adaptation in Super Mario Bros,"Peizhi Shi, Ke Chen",http://arxiv.org/pdf/1510.07889v3,No journal ref found,none,cs.AI,Summary16084,1510.08525v1,2015-10-29T00:10:03Z,Automatic Synthesis of Geometry Problems for an Intelligent Tutoring System,"Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay",http://arxiv.org/pdf/1510.08525v1,No journal ref found,none,cs.AI,Summary16085,1511.00787v1,2015-11-03T05:48:26Z,A Pareto Optimal D* Search Algorithm for Multiobjective Path Planning,Alexander Lavin,http://arxiv.org/pdf/1511.00787v1,No journal ref found,none,cs.AI,Summary16086,1511.00840v1,2015-11-03T09:56:01Z,Finetuning Randomized Heuristic Search For 2D Path Planning: Finding The Best Input Parameters For R* Algorithm Through Series Of Experiments,"Konstantin Yakovlev, Egor Baskin, Ivan Hramoin",http://arxiv.org/pdf/1511.00840v1,No journal ref found,none,cs.AI,Summary16087,1511.01640v1,2015-11-05T07:47:41Z,Computing sets of graded attribute implications with witnessed non-redundancy,Vilem Vychodil,http://arxiv.org/pdf/1511.01640v1,"Information Sciences 351 (2016), 90-100",none,cs.AI,Summary16088,1511.01710v1,2015-11-05T12:08:51Z,Adaptive information-theoretic bounded rational decision-making with parametric priors,"Jordi Grau-Moya, Daniel A. Braun",http://arxiv.org/pdf/1511.01710v1,No journal ref found,none,cs.AI,Summary16089,1511.01960v1,2015-11-06T00:16:19Z,An Action Language for Multi-Agent Domains: Foundations,"Chitta Baral, Gregory Gelfond, Enrico Pontelli, Tran Cao Son",http://arxiv.org/pdf/1511.01960v1,No journal ref found,none,cs.AI,Summary16090,1511.02210v1,2015-11-06T19:55:59Z,Learning Optimized Ors of Ands,"Tong Wang, Cynthia Rudin",http://arxiv.org/pdf/1511.02210v1,No journal ref found,none,cs.AI,Summary16091,1511.02420v1,2015-11-08T01:01:11Z,Design of an Alarm System for Isfahan Ozone Level based on Artificial Intelligence Predictor Models,Ehsan Lotfi,http://arxiv.org/pdf/1511.02420v1,No journal ref found,none,cs.AI,Summary16092,1511.02426v1,2015-11-08T01:37:14Z,A Winner-Take-All Approach to Emotional Neural Networks with Universal Approximation Property,E. Lotfi,http://arxiv.org/pdf/1511.02426v1,No journal ref found,none,cs.AI,Summary16093,1511.02432v1,2015-11-08T03:08:52Z,A Study of an Modeling Method of T-S fuzzy System Based on Moving Fuzzy Reasoning and Its Application,"Son-Il Kwak, Gang Choe, In-Song Kim, Gyong-Ho Jo, Chol-Jun Hwang",http://arxiv.org/pdf/1511.02432v1,No journal ref found,none,cs.AI,Summary16094,1511.02455v3,2015-11-08T08:20:53Z,(Yet) Another Theoretical Model of Thinking,Patrick Virie,http://arxiv.org/pdf/1511.02455v3,No journal ref found,none,cs.AI,Summary16095,1511.02889v1,2015-11-09T21:15:22Z,A disembodied developmental robotic agent called Samu Bátfai,Norbert Bátfai,http://arxiv.org/pdf/1511.02889v1,No journal ref found,none,cs.AI,Summary16096,1511.03246v2,2015-11-10T20:07:05Z,Taxonomy of Pathways to Dangerous AI,Roman V. Yampolskiy,http://arxiv.org/pdf/1511.03246v2,No journal ref found,none,cs.AI,Summary16097,1511.03532v2,2015-11-11T15:26:08Z,IBMMS Decision Support Tool For Management of Bank Telemarketing Campaigns,"Ali Keles, Ayturk Keles",http://arxiv.org/pdf/1511.03532v2,No journal ref found,none,cs.AI,Summary16098,1511.03897v1,2015-11-12T13:49:06Z,"IfcWoD, Semantically Adapting IFC Model Relations into OWL Properties","Tarcisio Mendes de Farias, Ana Roxin, Christophe Nicolle",http://arxiv.org/pdf/1511.03897v1,No journal ref found,none,cs.AI,Summary16099,1511.03958v1,2015-11-12T16:39:21Z,Software Agents with Concerns of their Own,"Luis Botelho, Luis Nunes, Ricardo Ribeiro, Rui J. Lopes",http://arxiv.org/pdf/1511.03958v1,No journal ref found,none,cs.AI,Summary16100,1511.04326v1,2015-11-12T20:04:31Z,ICON Challenge on Algorithm Selection,Lars Kotthoff,http://arxiv.org/pdf/1511.04326v1,No journal ref found,none,cs.AI,Summary16101,1511.04352v2,2015-11-13T16:40:47Z,Introduzione allIntelligenza Artificiale,Fabrizio Riguzzi,http://arxiv.org/pdf/1511.04352v2,"Terre di Confine, 2(1), January 2006",none,cs.AI,Summary16102,1511.05662v1,2015-11-18T05:50:14Z,Discovering Underlying Plans Based on Distributed Representations of Actions,"Xin Tian, Hankz Hankui Zhuo, Subbarao Kambhampati",http://arxiv.org/pdf/1511.05662v1,No journal ref found,none,cs.AI,Summary16103,1511.05719v1,2015-11-18T10:13:43Z,Using Abduction in Markov Logic Networks for Root Cause Analysis,"Joerg Schoenfisch, Janno von Stulpnagel, Jens Ortmann, Christian Meilicke, Heiner Stuckenschmidt",http://arxiv.org/pdf/1511.05719v1,No journal ref found,none,cs.AI,Summary16104,1511.05749v1,2015-11-18T12:05:34Z,Solution Repair/Recovery in Uncertain Optimization Environment,Oumaima Khaled,http://arxiv.org/pdf/1511.05749v1,No journal ref found,none,cs.AI,Summary16105,1511.06030v2,2015-11-19T00:16:17Z,BIRDNEST: Bayesian Inference for Ratings-Fraud Detection,"Bryan Hooi, Neil Shah, Alex Beutel, Stephan Gunnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos",http://arxiv.org/pdf/1511.06030v2,No journal ref found,none,cs.AI,Summary16106,1511.06191v1,2015-11-19T14:59:06Z,Abstract Attribute Exploration with Partial Object Descriptions,"Daniel Borchmann, Bernhard Ganter",http://arxiv.org/pdf/1511.06191v1,No journal ref found,none,cs.AI,Summary16107,1511.07373v1,2015-11-23T19:24:17Z,"What is the plausibility of probability?(revised 2003, 2015)","Stefan Arnborg, Gunnar Sjödin",http://arxiv.org/pdf/1511.07373v1,No journal ref found,none,cs.AI,Summary16108,1511.08350v1,2015-11-26T10:45:34Z,A global Constraint for mining Sequential Patterns with GAP constraint,"Amina Kemmar, Samir Loudni, Yahia Lebbah, Patrice Boizumault, Thierry Charnois",http://arxiv.org/pdf/1511.08350v1,No journal ref found,none,cs.AI,Summary16109,1511.08412v2,2015-11-26T15:12:20Z,Beyond OWL 2 QL in OBDA: Rewritings and Approximations (Extended Version),"Elena Botoeva, Diego Calvanese, Valerio Santarelli, Domenico Fabio Savo, Alessandro Solimando, Guohui Xiao",http://arxiv.org/pdf/1511.08412v2,No journal ref found,none,cs.AI,Summary16110,1511.08456v1,2015-11-26T17:33:05Z,A Symbolic SAT-based Algorithm for Almost-sure Reachability with Small Strategies in POMDPs,"Krishnendu Chatterjee, Martin Chmelik, Jessica Davies",http://arxiv.org/pdf/1511.08456v1,No journal ref found,none,cs.AI,Summary16111,1511.08488v1,2015-11-26T19:45:03Z,Bayesian Network Models for Adaptive Testing,"Martin Plajner, Jiří Vomlel",http://arxiv.org/pdf/1511.08488v1,No journal ref found,none,cs.AI,Summary16112,1511.08512v1,2015-11-26T21:31:20Z,Some Epistemological Problems with the Knowledge Level in Cognitive Architectures,Antonio Lieto,http://arxiv.org/pdf/1511.08512v1,No journal ref found,none,cs.AI,Summary16113,1511.08574v1,2015-11-27T07:34:41Z,A Stochastic Process Model of Classical Search,"Dimitri Klimenko, Hanna Kurniawati, Marcus Gallagher",http://arxiv.org/pdf/1511.08574v1,No journal ref found,none,cs.AI,Summary16114,1511.09147v2,2015-11-30T04:00:48Z,Scaling POMDPs For Selecting Sellers in E-markets-Extended Version,"Athirai A. Irissappane, Frans A. Oliehoek, Jie Zhang",http://arxiv.org/pdf/1511.09147v2,No journal ref found,none,cs.AI,Summary16115,1511.09300v1,2015-11-30T13:30:13Z,Influence diagrams for the optimization of a vehicle speed profile,"Václav Kratochvíl, Jiří Vomlel",http://arxiv.org/pdf/1511.09300v1,No journal ref found,none,cs.AI,Summary16116,1512.00047v1,2015-10-18T00:32:31Z,Symbolic Neutrosophic Theory,Florentin Smarandache,http://arxiv.org/pdf/1512.00047v1,No journal ref found,none,cs.AI,Summary16117,1512.00964v1,2015-12-03T06:44:35Z,Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model,"Ryo Nakahashi, Chris L. Baker, Joshua B. Tenenbaum",http://arxiv.org/pdf/1512.00964v1,No journal ref found,none,cs.AI,Summary16118,1512.00977v1,2015-12-03T07:45:32Z,A Study on Artificial Intelligence IQ and Standard Intelligent Model,"Feng Liu, Yong Shi",http://arxiv.org/pdf/1512.00977v1,No journal ref found,none,cs.AI,Summary16119,1512.01503v4,2015-12-04T18:23:41Z,On the Min-cost Traveling Salesman Problem with Drone,"Quang Minh Ha, Yves Deville, Quang Dung Pham, Minh Hoàng Hà",http://arxiv.org/pdf/1512.01503v4,No journal ref found,none,cs.AI,Summary16120,1512.01915v2,2015-12-07T05:27:07Z,Knowledge Sharing in Coalitions,"Guifei Jiang, Dongmo Zhang, Laurent Perrussel",http://arxiv.org/pdf/1512.01915v2,No journal ref found,none,cs.AI,Summary16121,1512.02140v1,2015-11-20T16:50:05Z,Contamination-Free Measures and Algebraic Operations,A Mani,http://arxiv.org/pdf/1512.02140v1,"IEEE Xplore, 2013",none,cs.AI,Summary16122,1512.02266v2,2015-12-07T22:24:31Z,"Sensitivity analysis, multilinearity and beyond","Manuele Leonelli, Christiane Görgen, Jim Q. Smith",http://arxiv.org/pdf/1512.02266v2,No journal ref found,none,cs.AI,Summary16123,1512.03020v1,2015-12-09T19:52:55Z,Learning measures of semi-additive behaviour,"Hamidreza Chinaei, Mohsen Rais-Ghasem, Frank Rudzicz",http://arxiv.org/pdf/1512.03020v1,No journal ref found,none,cs.AI,Summary16124,1512.03516v1,2015-12-11T04:27:50Z,Subsumptive reflection in SNOMED CT: a large description logic-based terminology for diagnosis,A. M. Mohan Rao,http://arxiv.org/pdf/1512.03516v1,No journal ref found,none,cs.AI,Summary16125,1512.04097v2,2015-12-13T18:36:54Z,Using Linear Constraints for Logic Program Termination Analysis,"Marco Calautti, Sergio Greco, Cristian Molinaro, Irina Trubitsyna",http://arxiv.org/pdf/1512.04097v2,Theory and Practice of Logic Programming 16 (2016) 353-377,none,cs.AI,Summary16126,1512.04358v2,2015-12-14T15:18:58Z,An Event Calculus Production Rule System for Reasoning in Dynamic and Uncertain Domains,"Theodore Patkos, Dimitris Plexousakis, Abdelghani Chibani, Yacine Amirat",http://arxiv.org/pdf/1512.04358v2,Theory and Practice of Logic Programming 16 (2016) 325-352,none,cs.AI,Summary16127,1512.04467v1,2015-11-20T15:24:22Z,A Model for Safety Case Confidence Assessment,"Jérémie Guiochet, Quynh Anh Do Hoang, Mohamed Kaaniche",http://arxiv.org/pdf/1512.04467v1,"34th International Conference on Computer Safety, Reliability and Security, Sep 2015, Delft, Netherlands. Springer, Lecture Notes in Computer Science, Vol. 9337, Programming and Software Engineering, Springer, 2015, http://safecomp2015.tudelft.nl/",none,cs.AI,Summary16128,1512.04652v2,2015-12-15T05:15:07Z,Hyper-Heuristic Algorithm for Finding Efficient Features in Diagnose of Lung Cancer Disease,"Mitra Montazeri, Mahdieh Soleymani Baghshah, Ahmad Enhesari",http://arxiv.org/pdf/1512.04652v2,"J. Basic Appl. Sci. Res, 2013. 3(10): p. 134-140",none,cs.AI,Summary16129,1512.04976v1,2015-12-15T21:37:06Z,Conditions for Normative Decision Making at the Fire Ground,Adam Krasuski,http://arxiv.org/pdf/1512.04976v1,No journal ref found,none,cs.AI,Summary16130,1512.05006v1,2015-12-15T23:09:41Z,BayesDB: A probabilistic programming system for querying the probable implications of data,"Vikash Mansinghka, Richard Tibbetts, Jay Baxter, Pat Shafto, Baxter Eaves",http://arxiv.org/pdf/1512.05006v1,No journal ref found,none,cs.AI,Summary16131,1512.05247v1,2015-12-16T16:59:14Z,Solving stable matching problems using answer set programming,"Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé",http://arxiv.org/pdf/1512.05247v1,Theory and Practice of Logic Programming 16 (2016) 247-268,none,cs.AI,Summary16132,1512.05484v1,2015-12-17T07:33:45Z,Deep Active Object Recognition by Joint Label and Action Prediction,"Mohsen Malmir, Karan Sikka, Deborah Forster, Ian Fasel, Javier R. Movellan, Garrison W. Cottrell",http://arxiv.org/pdf/1512.05484v1,No journal ref found,none,cs.AI,Summary16133,1512.05569v1,2015-12-17T13:02:36Z,A thermodynamical approach towards multi-criteria decision making (MCDM),"Mohit Verma, J. Rajasankar",http://arxiv.org/pdf/1512.05569v1,No journal ref found,none,cs.AI,Summary16134,1512.05832v1,2015-12-18T00:24:08Z,"Learning the Preferences of Ignorant, Inconsistent Agents","Owain Evans, Andreas Stuhlmueller, Noah D. Goodman",http://arxiv.org/pdf/1512.05832v1,No journal ref found,none,cs.AI,Summary16135,1512.05849v1,2015-12-18T04:17:39Z,Modeling Progress in AI,Miles Brundage,http://arxiv.org/pdf/1512.05849v1,No journal ref found,none,cs.AI,Summary16136,1512.06211v1,2015-12-19T09:15:24Z,Test-Driven Development of ontologies (extended version),"C. Maria Keet, Agnieszka Lawrynowicz",http://arxiv.org/pdf/1512.06211v1,No journal ref found,none,cs.AI,Summary16137,1512.06747v1,2015-12-21T18:36:53Z,Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition,"Skyler Seto, Wenyu Zhang, Yichen Zhou",http://arxiv.org/pdf/1512.06747v1,No journal ref found,none,cs.AI,Summary16138,1512.07048v2,2015-12-22T12:15:12Z,Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences,"Roel Bertens, Jilles Vreeken, Arno Siebes",http://arxiv.org/pdf/1512.07048v2,No journal ref found,none,cs.AI,Summary16139,1512.07056v2,2015-12-22T12:35:32Z,Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns,"Roel Bertens, Jilles Vreeken, Arno Siebes",http://arxiv.org/pdf/1512.07056v2,No journal ref found,none,cs.AI,Summary16140,1512.07162v1,2015-12-22T17:17:45Z,Heuristic algorithms for finding distribution reducts in probabilistic rough set model,"Xiao Ma, Guoyin Wang, Hong Yu",http://arxiv.org/pdf/1512.07162v1,No journal ref found,none,cs.AI,Summary16141,1512.07721v1,2015-12-24T05:36:02Z,Measuring pattern retention in anonymized data -- where one measure is not enough,"Sam Fletcher, Md Zahidul Islam",http://arxiv.org/pdf/1512.07721v1,No journal ref found,none,cs.AI,Summary16142,1512.07931v1,2015-12-24T23:24:24Z,Probabilistic Model-Based Approach for Heart Beat Detection,"Hugh Chen, Yusuf Erol, Eric Shen, Stuart Russell",http://arxiv.org/pdf/1512.07931v1,No journal ref found,none,cs.AI,Summary16143,1512.07943v1,2015-12-25T01:27:55Z,Toward a Research Agenda in Adversarial Reasoning: Computational Approaches to Anticipating the Opponents Intent and Actions,"Alexander Kott, Michael Ownby",http://arxiv.org/pdf/1512.07943v1,No journal ref found,none,cs.AI,Summary16144,1512.08048v1,2015-12-25T23:05:51Z,Using Data Analytics to Detect Anomalous States in Vehicles,"Sandeep Nair Narayanan, Sudip Mittal, Anupam Joshi",http://arxiv.org/pdf/1512.08048v1,No journal ref found,none,cs.AI,Summary16145,1512.08525v1,2015-12-28T21:02:20Z,Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model,"Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York, Rene Ranzinger, Melody Porterfield",http://arxiv.org/pdf/1512.08525v1,No journal ref found,none,cs.AI,Summary16146,1512.08553v1,2015-12-28T23:08:30Z,Conditional probability generation methods for high reliability effects-based decision making,"Wolfgang Garn, Panos Louvieris",http://arxiv.org/pdf/1512.08553v1,No journal ref found,none,cs.AI,Summary16147,1512.08811v1,2015-12-29T22:41:28Z,Combining Fuzzy Cognitive Maps and Discrete Random Variables,Piotr Szwed,http://arxiv.org/pdf/1512.08811v1,No journal ref found,none,cs.AI,Summary16148,1512.08899v3,2015-12-30T10:22:14Z,Modeling Variations of First-Order Horn Abduction in Answer Set Programming,Peter Schüller,http://arxiv.org/pdf/1512.08899v3,No journal ref found,none,cs.AI,Summary16149,1512.08969v1,2015-12-30T15:09:51Z,Evaluating Go Game Records for Prediction of Player Attributes,"Josef Moudřík, Petr Baudiš, Roman Neruda",http://arxiv.org/pdf/1512.08969v1,"Computational Intelligence and Games (CIG), 2015 IEEE Conference on , vol., no., pp.162-168, Aug. 31 2015-Sept. 2 2015",none,cs.AI,Summary16150,1512.09075v2,2015-12-30T19:34:01Z,A Notation for Markov Decision Processes,"Philip S. Thomas, Billy Okal",http://arxiv.org/pdf/1512.09075v2,No journal ref found,none,cs.AI,Summary16151,1512.09254v1,2015-12-31T10:37:04Z,Evolving Non-linear Stacking Ensembles for Prediction of Go Player Attributes,"Josef Moudřík, Roman Neruda",http://arxiv.org/pdf/1512.09254v1,No journal ref found,none,cs.AI,Summary16152,1601.00367v1,2015-12-30T23:26:47Z,Benders Decomposition for the Design of a Hub and Shuttle Public Transit System,"Arthur Maheo, Philip Kilby, Pascal Van Hentenryck",http://arxiv.org/pdf/1601.00367v1,No journal ref found,none,cs.AI,Summary16153,1601.00529v2,2016-01-04T15:09:38Z,Programming in logic without logic programming,"Robert Kowalski, Fariba Sadri",http://arxiv.org/pdf/1601.00529v2,Theory and Practice of Logic Programming 16 (2016) 269-295,none,cs.AI,Summary16154,1601.00669v1,2016-01-04T21:24:48Z,Artwork creation by a cognitive architecture integrating computational creativity and dual process approaches,"Agnese Augello, Ignazio Infantino, Antonio Lieto, Giovanni Pilato, Riccardo Rizzo, Filippo Vella",http://arxiv.org/pdf/1601.00669v1,No journal ref found,none,cs.AI,Summary16155,1601.01635v2,2016-01-07T18:39:55Z,Fuzzy Object-Oriented Dynamic Networks. I,"D. A. Terletskyi, A. I. Provotar",http://arxiv.org/pdf/1601.01635v2,"Cybernetics and Systems Analysis, 2015, Volume 51, Issue 1, pp 34-40",none,cs.AI,Summary16156,1601.02745v1,2016-01-12T06:44:54Z,Basic Reasoning with Tensor Product Representations,"Paul Smolensky, Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1601.02745v1,No journal ref found,none,cs.AI,Summary16157,1601.02865v1,2016-01-12T14:05:35Z,Essence Description,"Peter Nightingale, Andrea Rendl",http://arxiv.org/pdf/1601.02865v1,No journal ref found,none,cs.AI,Summary16158,1601.03065v1,2016-01-08T18:18:36Z,An Application of the Generalized Rectangular Fuzzy Model to Critical Thinking Assessment,"Igor Ya. Subbotin, Michael Gr. Voskoglou",http://arxiv.org/pdf/1601.03065v1,No journal ref found,none,cs.AI,Summary16159,1601.03785v1,2016-01-15T00:13:33Z,A Method for Image Reduction Based on a Generalization of Ordered Weighted Averaging Functions,"A. Diego S. Farias, Valdigleis S. Costa, Luiz Ranyer A. Lopes, Benjamín Bedregal, Regivan Santiago",http://arxiv.org/pdf/1601.03785v1,No journal ref found,none,cs.AI,Summary16160,1601.04105v1,2016-01-16T00:55:25Z,Learning the Semantics of Structured Data Sources,"Mohsen Taheriyan, Craig A. Knoblock, Pedro Szekely, Jose Luis Ambite",http://arxiv.org/pdf/1601.04105v1,No journal ref found,none,cs.AI,Summary16161,1601.04574v1,2016-01-18T15:37:22Z,SimpleDS: A Simple Deep Reinforcement Learning Dialogue System,Heriberto Cuayáhuitl,http://arxiv.org/pdf/1601.04574v1,No journal ref found,none,cs.AI,Summary16162,1601.06069v1,2016-01-22T16:53:45Z,Coalition-based Planning of Military Operations: Adversarial Reasoning Algorithms in an Integrated Decision Aid,"Larry Ground, Alexander Kott, Ray Budd",http://arxiv.org/pdf/1601.06069v1,No journal ref found,none,cs.AI,Summary16163,1601.06108v1,2016-01-22T19:13:06Z,"Decision Aids for Adversarial Planning in Military Operations: Algorithms, Tools, and Turing-test-like Experimental Validation","Alexander Kott, Ray Budd, Larry Ground, Lakshmi Rebbapragada, John Langston",http://arxiv.org/pdf/1601.06108v1,No journal ref found,none,cs.AI,Summary16164,1601.06569v1,2016-01-25T11:50:43Z,Towards Resolving Unidentifiability in Inverse Reinforcement Learning,"Kareem Amin, Satinder Singh",http://arxiv.org/pdf/1601.06569v1,No journal ref found,none,cs.AI,Summary16165,1601.06923v2,2016-01-26T08:34:56Z,Identification and classification of TCM syndrome types among patients with vascular mild cognitive impairment using latent tree analysis,"Chen Fu, Nevin L. Zhang, Bao Xin Chen, Zhou Rong Chen, Xiang Lan Jin, Rong Juan Guo, Zhi Gang Chen, Yun Ling Zhang",http://arxiv.org/pdf/1601.06923v2,No journal ref found,none,cs.AI,Summary16166,1601.07065v1,2016-01-26T15:23:29Z,Intelligent Conversational Bot for Massive Online Open Courses (MOOCs),"Ser Ling Lim, Ong Sing Goh",http://arxiv.org/pdf/1601.07065v1,No journal ref found,none,cs.AI,Summary16167,1601.07409v2,2016-01-27T15:36:30Z,Multi-Object Reasoning with Constrained Goal Models,"Chi Mai Nguyen, Roberto Sebastiani, Paolo Giorgini, John Mylopoulos",http://arxiv.org/pdf/1601.07409v2,No journal ref found,none,cs.AI,Summary16168,1601.07483v3,2016-01-27T18:23:24Z,Learning and Tuning Meta-heuristics in Plan Space Planning,"Shashank Shekhar, Deepak Khemani",http://arxiv.org/pdf/1601.07483v3,No journal ref found,none,cs.AI,Summary16169,1601.07929v2,2016-01-28T22:03:32Z,Probabilistic Models for Computerized Adaptive Testing: Experiments,"Martin Plajner, Jiří Vomlel",http://arxiv.org/pdf/1601.07929v2,No journal ref found,none,cs.AI,Summary16170,1602.00198v1,2016-01-31T04:05:50Z,Discussion on Mechanical Learning and Learning Machine,Chuyu Xiong,http://arxiv.org/pdf/1602.00198v1,No journal ref found,none,cs.AI,Summary16171,1602.00269v1,2016-01-31T15:58:51Z,Numerical Atrribute Extraction from Clinical Texts,"Sarath P R, Sunil Mandhan, Yoshiki Niwa",http://arxiv.org/pdf/1602.00269v1,No journal ref found,none,cs.AI,Summary16172,1602.01059v1,2016-02-02T19:49:03Z,A Comparative Study of Ranking-based Semantics for Abstract Argumentation,"Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet",http://arxiv.org/pdf/1602.01059v1,No journal ref found,none,cs.AI,Summary16173,1602.01398v1,2016-02-03T18:11:32Z,Finding the different patterns in buildings data using bag of words representation with clustering,"Usman Habib, Gerhard Zucker",http://arxiv.org/pdf/1602.01398v1,No journal ref found,none,cs.AI,Summary16174,1602.01628v2,2016-02-04T10:50:13Z,Fuzzy Object-Oriented Dynamic Networks. II,"D. A. Terletskyi, A. I. Provotar",http://arxiv.org/pdf/1602.01628v2,"Cybernetics and Systems Analysis, 2016, Volume 52, Issue 1, pp 38-45",none,cs.AI,Summary16175,1602.01971v1,2016-02-05T10:25:15Z,Wayfinding and cognitive maps for pedestrian models,"Erik Andresen, David Haensel, Mohcine Chraibi, Armin Seyfried",http://arxiv.org/pdf/1602.01971v1,No journal ref found,none,cs.AI,Summary16176,1602.02169v1,2016-02-05T21:26:53Z,Probabilistic Extension to the Concurrent Constraint Factor Oracle Model for Music Improvisation,Mauricio Toro,http://arxiv.org/pdf/1602.02169v1,No journal ref found,none,cs.AI,Summary16177,1602.02261v2,2016-02-06T14:53:02Z,End-to-End Goal-Driven Web Navigation,"Rodrigo Nogueira, Kyunghyun Cho",http://arxiv.org/pdf/1602.02261v2,No journal ref found,none,cs.AI,Summary16178,1602.02617v1,2016-02-08T15:52:08Z,Adaptive imputation of missing values for incomplete pattern classification,"Zhun-Ga Liu, Quan Pan, Jean Dezert, Arnaud Martin",http://arxiv.org/pdf/1602.02617v1,"Pattern Recognition, Elsevier, 2016, 52",none,cs.AI,Summary16179,1602.03203v1,2016-02-09T21:49:16Z,Time Resource Networks,"Szymon Sidor, Peng Yu, Cheng Fang, Brian Williams",http://arxiv.org/pdf/1602.03203v1,No journal ref found,none,cs.AI,Summary16180,1602.03963v2,2016-02-12T05:04:21Z,Detection of Cooperative Interactions in Logistic Regression Models,"Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui",http://arxiv.org/pdf/1602.03963v2,No journal ref found,none,cs.AI,Summary16181,1602.04376v1,2016-02-13T20:27:44Z,BPCMont: Business Process Change Management Ontology,Muhammad Fahad,http://arxiv.org/pdf/1602.04376v1,No journal ref found,none,cs.AI,Summary16182,1602.04498v3,2016-02-14T19:56:18Z,Extending Consequence-Based Reasoning to SRIQ,"Andrew Bate, Boris Motik, Bernardo Cuenca Grau, František Simančík, Ian Horrocks",http://arxiv.org/pdf/1602.04498v3,No journal ref found,none,cs.AI,Summary16183,1602.04613v1,2016-02-15T10:23:12Z,Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods,"Sami Naouali, Semeh Ben Salem",http://arxiv.org/pdf/1602.04613v1,No journal ref found,none,cs.AI,Summary16184,1602.04875v3,2016-02-16T00:47:08Z,POMDP-lite for Robust Robot Planning under Uncertainty,"Min Chen, Emilio Frazzoli, David Hsu, Wee Sun Lee",http://arxiv.org/pdf/1602.04875v3,No journal ref found,none,cs.AI,Summary16185,1602.04936v1,2016-02-16T08:17:17Z,Reinforcement Learning approach for Real Time Strategy Games Battle city and S3,"Harshit Sethy, Amit Patel",http://arxiv.org/pdf/1602.04936v1,No journal ref found,none,cs.AI,Summary16186,1602.05404v1,2016-02-17T13:34:04Z,11 x 11 Domineering is Solved: The first player wins,Jos W. H. M. Uiterwijk,http://arxiv.org/pdf/1602.05404v1,No journal ref found,none,cs.AI,Summary16187,1602.05699v1,2016-02-18T07:23:28Z,Query Answering with Inconsistent Existential Rules under Stable Model Semantics,"Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang",http://arxiv.org/pdf/1602.05699v1,No journal ref found,none,cs.AI,Summary16188,1602.05705v1,2016-02-18T07:42:00Z,Applying Boolean discrete methods in the production of a real-valued probabilistic programming model,Jonathan Darren Nix,http://arxiv.org/pdf/1602.05705v1,No journal ref found,none,cs.AI,Summary16189,1602.05828v1,2016-02-18T15:13:00Z,A General Modifier-based Framework for Inconsistency-Tolerant Query Answering,"Jean Francois Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia",http://arxiv.org/pdf/1602.05828v1,No journal ref found,none,cs.AI,Summary16190,1602.06462v1,2016-02-20T21:09:07Z,The Singularity May Never Be Near,Toby Walsh,http://arxiv.org/pdf/1602.06462v1,No journal ref found,none,cs.AI,Summary16191,1602.06484v1,2016-02-21T01:59:09Z,Computational Narrative Intelligence: A Human-Centered Goal for Artificial Intelligence,Mark O. Riedl,http://arxiv.org/pdf/1602.06484v1,No journal ref found,none,cs.AI,Summary16192,1602.07565v2,2016-02-24T15:41:22Z,Stochastic Shortest Path with Energy Constraints in POMDPs,"Tomáš Brázdil, Krishnendu Chatterjee, Martin Chmelík, Anchit Gupta, Petr Novotný",http://arxiv.org/pdf/1602.07565v2,No journal ref found,none,cs.AI,Summary16193,1602.07566v1,2016-02-24T15:42:06Z,Time and Activity Sequence Prediction of Business Process Instances,"Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni",http://arxiv.org/pdf/1602.07566v1,No journal ref found,none,cs.AI,Summary16194,1602.07721v1,2016-02-23T02:38:16Z,Toward Game Level Generation from Gameplay Videos,"Matthew Guzdial, Mark Riedl",http://arxiv.org/pdf/1602.07721v1,No journal ref found,none,cs.AI,Summary16195,1602.07970v2,2016-02-25T15:52:33Z,Causal Discovery from Subsampled Time Series Data by Constraint Optimization,"Antti Hyttinen, Sergey Plis, Matti Järvisalo, Frederick Eberhardt, David Danks",http://arxiv.org/pdf/1602.07970v2,No journal ref found,none,cs.AI,Summary16196,1602.08447v1,2016-02-25T03:20:00Z,A Neutrosophic Recommender System for Medical Diagnosis Based on Algebraic Neutrosophic Measures,"Mumtaz Ali, Nguyen Van Minh, Le Hoang Son",http://arxiv.org/pdf/1602.08447v1,No journal ref found,none,cs.AI,Summary16197,1602.08610v1,2016-02-27T16:29:24Z,Scalable Bayesian Rule Lists,"Hongyu Yang, Cynthia Rudin, Margo Seltzer",http://arxiv.org/pdf/1602.08610v1,No journal ref found,none,cs.AI,Summary16198,1602.09076v1,2016-02-29T18:16:12Z,Personalized and situation-aware multimodal route recommendations: the FAVOUR algorithm,"Paolo Campigotto, Christian Rudloff, Maximilian Leodolter, Dietmar Bauer",http://arxiv.org/pdf/1602.09076v1,No journal ref found,none,cs.AI,Summary16199,1603.00772v3,2016-03-02T16:14:49Z,Filter based Taxonomy Modification for Improving Hierarchical Classification,"Azad Naik, Huzefa Rangwala",http://arxiv.org/pdf/1603.00772v3,No journal ref found,none,cs.AI,Summary16200,1603.01182v1,2016-03-03T17:11:23Z,Network Unfolding Map by Edge Dynamics Modeling,"Filipe Alves Neto Verri, Paulo Roberto Urio, Liang Zhao",http://arxiv.org/pdf/1603.01182v1,No journal ref found,none,cs.AI,Summary16201,1603.01228v1,2016-03-03T19:29:08Z,GeoGebra Tools with Proof Capabilities,"Zoltán Kovács, Csilla Sólyom-Gecse",http://arxiv.org/pdf/1603.01228v1,No journal ref found,none,cs.AI,Summary16202,1603.01312v1,2016-03-03T22:59:35Z,Learning Physical Intuition of Block Towers by Example,"Adam Lerer, Sam Gross, Rob Fergus",http://arxiv.org/pdf/1603.01312v1,No journal ref found,none,cs.AI,Summary16203,1603.01722v1,2016-03-05T12:50:22Z,A Linked Data Scalability Challenge: Concept Reuse Leads to Semantic Decay,"Paolo Pareti, Ewan Klein, Adam Barker",http://arxiv.org/pdf/1603.01722v1,No journal ref found,none,cs.AI,Summary16204,1603.02738v1,2016-03-08T23:19:50Z,Learning to Blend Computer Game Levels,"Matthew Guzdial, Mark Riedl",http://arxiv.org/pdf/1603.02738v1,No journal ref found,none,cs.AI,Summary16205,1603.03267v1,2016-03-10T13:50:31Z,Hierarchical Linearly-Solvable Markov Decision Problems,"Anders Jonsson, Vicenç Gómez",http://arxiv.org/pdf/1603.03267v1,No journal ref found,none,cs.AI,Summary16206,1603.03511v1,2016-03-11T03:22:12Z,A Set Theoretic Approach for Knowledge Representation: the Representation Part,Yi Zhou,http://arxiv.org/pdf/1603.03511v1,No journal ref found,none,cs.AI,Summary16207,1603.03518v2,2016-03-11T04:50:59Z,High-dimensional Black-box Optimization via Divide and Approximate Conquer,"Peng Yang, Ke Tang, Xin Yao",http://arxiv.org/pdf/1603.03518v2,No journal ref found,none,cs.AI,Summary16208,1603.03729v1,2016-03-10T04:18:38Z,Penta and Hexa Valued Representation of Neutrosophic Information,Vasile Patrascu,http://arxiv.org/pdf/1603.03729v1,No journal ref found,none,cs.AI,Summary16209,1603.04110v2,2016-03-14T01:52:28Z,Geometry of Interest (GOI): Spatio-Temporal Destination Extraction and Partitioning in GPS Trajectory Data,"Seyed Morteza Mousavi, Aaron Harwood, Shanika Karunasekera, Mojtaba Maghrebi",http://arxiv.org/pdf/1603.04110v2,No journal ref found,none,cs.AI,Summary16210,1603.04402v1,2016-03-14T19:20:36Z,Controlling Search in Very large Commonsense Knowledge Bases: A Machine Learning Approach,"Abhishek Sharma, Michael Witbrock, Keith Goolsbey",http://arxiv.org/pdf/1603.04402v1,No journal ref found,none,cs.AI,Summary16211,1603.06459v1,2016-03-12T12:38:32Z,Characterization of neighborhood behaviours in a multi-neighborhood local search algorithm,"Nguyen Thi Thanh Dang, Patrick De Causmaecker",http://arxiv.org/pdf/1603.06459v1,No journal ref found,none,cs.AI,Summary16212,1603.07029v1,2016-03-22T23:36:02Z,Comparing Human and Automated Evaluation of Open-Ended Student Responses to Questions of Evolution,"Michael J Wiser, Louise S Mead, James J Smith, Robert T Pennock",http://arxiv.org/pdf/1603.07029v1,Artificial Life XV: Proceedings of the Fifteenth International Conference on Artificial life. pp. 116 - 122. MIT Press. 2016,none,cs.AI,Summary16213,1603.07417v3,2016-03-24T02:54:45Z,Load Disaggregation Based on Aided Linear Integer Programming,"Md. Zulfiquar Ali Bhotto, Stephen Makonin, Ivan V. Bajic",http://arxiv.org/pdf/1603.07417v3,No journal ref found,none,cs.AI,Summary16214,1603.08714v2,2016-03-29T10:37:38Z,Properties of ABA+ for Non-Monotonic Reasoning: Errata,Kristijonas Cyras,http://arxiv.org/pdf/1603.08714v2,No journal ref found,none,cs.AI,Summary16215,1603.08789v1,2016-03-29T14:29:00Z,Using Enthymemes to Fill the Gap between Logical Argumentation and Revision of Abstract Argumentation Frameworks,Jean-Guy Mailly,http://arxiv.org/pdf/1603.08789v1,No journal ref found,none,cs.AI,Summary16216,1603.08869v1,2016-03-29T18:17:17Z,Algorithms for Batch Hierarchical Reinforcement Learning,"Tiancheng Zhao, Mohammad Gowayyed",http://arxiv.org/pdf/1603.08869v1,No journal ref found,none,cs.AI,Summary16217,1603.09194v1,2016-03-30T13:50:13Z,Iterated Ontology Revision by Reinterpretation,Özgür Lütfü Özçep,http://arxiv.org/pdf/1603.09194v1,No journal ref found,none,cs.AI,Summary16218,1603.09429v1,2016-03-31T00:48:40Z,Ordinal Conditional Functions for Nearly Counterfactual Revision,Aaron Hunter,http://arxiv.org/pdf/1603.09429v1,No journal ref found,none,cs.AI,Summary16219,1603.09502v1,2016-03-31T09:29:02Z,Verifiability of Argumentation Semantics,"Ringo Baumann, Thomas Linsbichler, Stefan Woltran",http://arxiv.org/pdf/1603.09502v1,No journal ref found,none,cs.AI,Summary16220,1603.09511v1,2016-03-31T09:59:02Z,Distributing Knowledge into Simple Bases,"Adrian Haret, Jean-Guy Mailly, Stefan Woltran",http://arxiv.org/pdf/1603.09511v1,No journal ref found,none,cs.AI,Summary16221,1603.09728v1,2015-07-18T10:09:11Z,A Survey of League Championship Algorithm: Prospects and Challenges,"Shafii Muhammad Abdulhamid, Muhammad Shafie Abd Latiff, Syed Hamid Hussain Madni, Osho Oluwafemi",http://arxiv.org/pdf/1603.09728v1,No journal ref found,none,cs.AI,Summary16222,1604.00300v1,2016-04-01T15:49:51Z,A SAT model to mine flexible sequences in transactional datasets,"Rémi Coletta, Benjamin Negrevergne",http://arxiv.org/pdf/1604.00300v1,No journal ref found,none,cs.AI,Summary16223,1604.00301v1,2016-04-01T15:50:24Z,A strengthening of rational closure in DLs: reasoning about multiple aspects,Valentina Gliozzi,http://arxiv.org/pdf/1604.00301v1,No journal ref found,none,cs.AI,Summary16224,1604.00377v1,2016-04-01T19:38:35Z,Reinforcement learning based local search for grouping problems: A case study on graph coloring,"Yangming Zhou, Jin-Kao Hao, Béatrice Duval",http://arxiv.org/pdf/1604.00377v1,No journal ref found,none,cs.AI,Summary16225,1604.00545v3,2016-04-02T19:26:05Z,The AGI Containment Problem,"James Babcock, Janos Kramar, Roman Yampolskiy",http://arxiv.org/pdf/1604.00545v3,"Lecture Notes in Artificial Intelligence 9782 (AGI 2016, Proceedings) 53-63",none,cs.AI,Summary16226,1604.00681v2,2016-04-03T19:58:18Z,Experimental Assessment of Aggregation Principles in Argumentation-enabled Collective Intelligence,"Edmond Awad, Jean-François Bonnefon, Martin Caminada, Thomas Malone, Iyad Rahwan",http://arxiv.org/pdf/1604.00681v2,No journal ref found,none,cs.AI,Summary16227,1604.00693v1,2016-04-03T21:48:37Z,Pareto Optimality and Strategy Proofness in Group Argument Evaluation,"Edmond Awad, Martin Caminada, Gabriella Pigozzi, Mikołaj Podlaszewski, Iyad Rahwan",http://arxiv.org/pdf/1604.00693v1,No journal ref found,none,cs.AI,Summary16228,1604.00799v1,2016-04-04T10:11:52Z,"Extending DLR with Labelled Tuples, Projections, Functional Dependencies and Objectification (full version)","Alessandro Artale, Enrico Franconi",http://arxiv.org/pdf/1604.00799v1,No journal ref found,none,cs.AI,Summary16229,1604.00869v1,2016-04-04T14:23:25Z,Automatic Knowledge Base Evolution by Learning Instances,Sundong Kim,http://arxiv.org/pdf/1604.00869v1,No journal ref found,none,cs.AI,Summary16230,1604.01277v3,2016-04-05T14:44:03Z,Landmark-Based Plan Recognition,"Ramon Fraga Pereira, Felipe Meneguzzi",http://arxiv.org/pdf/1604.01277v3,No journal ref found,none,cs.AI,Summary16231,1604.02126v1,2016-04-07T19:28:00Z,On Stochastic Belief Revision and Update and their Combination,Gavin Rens,http://arxiv.org/pdf/1604.02126v1,No journal ref found,none,cs.AI,Summary16232,1604.02133v1,2016-04-07T19:41:35Z,Revising Incompletely Specified Convex Probabilistic Belief Bases,"Gavin Rens, Thomas Meyer, Giovanni Casini",http://arxiv.org/pdf/1604.02133v1,No journal ref found,none,cs.AI,Summary16233,1604.02323v1,2016-04-08T12:12:17Z,A system of serial computation for classified rules prediction in non-regular ontology trees,"Kennedy E. Ehimwenma, Paul Crowther, Martin Beer",http://arxiv.org/pdf/1604.02323v1,"International Journal of Artificial Intelligence and Applications (IJAIA) March 2016, Vol 7(2), pp. 21-33",none,cs.AI,Summary16234,1604.02509v1,2016-04-09T01:57:13Z,Towards an Indexical Model of Situated Language Comprehension for Cognitive Agents in Physical Worlds,"Shiwali Mohan, Aaron Mininger, John Laird",http://arxiv.org/pdf/1604.02509v1,No journal ref found,none,cs.AI,Summary16235,1604.02780v1,2016-04-11T03:23:21Z,Knowledge Extraction and Knowledge Integration governed by Łukasiewicz Logics,Carlos Leandro,http://arxiv.org/pdf/1604.02780v1,No journal ref found,none,cs.AI,Summary16236,1604.03210v1,2016-04-07T13:05:10Z,An Analysis of General Fuzzy Logic and Fuzzy Reasoning Method,Kwak Son Il,http://arxiv.org/pdf/1604.03210v1,No journal ref found,none,cs.AI,Summary16237,1604.04096v1,2016-04-14T10:13:43Z,A General Framework for Describing Creative Agents,"Valerio Velardo, Mauro Vallati",http://arxiv.org/pdf/1604.04096v1,No journal ref found,none,cs.AI,Summary16238,1604.04315v3,2016-04-14T22:43:30Z,Moving Beyond the Turing Test with the Allen AI Science Challenge,"Carissa Schoenick, Peter Clark, Oyvind Tafjord, Peter Turney, Oren Etzioni",http://arxiv.org/pdf/1604.04315v3,No journal ref found,none,cs.AI,Summary16239,1604.04506v1,2016-04-15T13:52:12Z,Integrating Know-How into the Linked Data Cloud,"Paolo Pareti, Benoit Testu, Ryutaro Ichise, Ewan Klein, Adam Barker",http://arxiv.org/pdf/1604.04506v1,"Knowledge Engineering and Knowledge Management, volume 8876 of Lecture Notes in Computer Science, pages 385-396. Springer International Publishing (2014)",none,cs.AI,Summary16240,1604.04660v2,2016-04-15T23:36:44Z,Why Artificial Intelligence Needs a Task Theory --- And What It Might Look Like,"Kristinn R. Thórisson, Jordi Bieger, Thröstur Thorarensen, Jóna S. Sigurðardóttir, Bas R. Steunebrink",http://arxiv.org/pdf/1604.04660v2,No journal ref found,none,cs.AI,Summary16241,1604.04795v2,2016-04-16T20:54:12Z,KOGNAC: Efficient Encoding of Large Knowledge Graphs,"Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum",http://arxiv.org/pdf/1604.04795v2,No journal ref found,none,cs.AI,Summary16242,1604.05273v1,2016-04-18T18:35:38Z,Learning Possibilistic Logic Theories from Default Rules,"Ondrej Kuzelka, Jesse Davis, Steven Schockaert",http://arxiv.org/pdf/1604.05273v1,No journal ref found,none,cs.AI,Summary16243,1604.05419v1,2016-04-19T03:36:20Z,Extending the Harper Identity to Iterated Belief Change,"Jake Chandler, Richard Booth",http://arxiv.org/pdf/1604.05419v1,No journal ref found,none,cs.AI,Summary16244,1604.05535v2,2016-04-19T12:04:14Z,The SP theory of intelligence and the representation and processing of knowledge in the brain,J Gerard Wolff,http://arxiv.org/pdf/1604.05535v2,"Frontiers in Psychology, 7, 1584, 2016",none,cs.AI,Summary16245,1604.05557v3,2016-04-15T19:39:54Z,AGI and Reflexivity,Pascal Faudemay,http://arxiv.org/pdf/1604.05557v3,No journal ref found,none,cs.AI,Summary16246,1604.06223v1,2016-04-21T09:21:21Z,Task scheduling system for UAV operations in indoor environment,"Yohanes Khosiawan, Young Soo Park, Ilkyeong Moon, Janardhanan Mukund Nilakantan, Izabela Nielsen",http://arxiv.org/pdf/1604.06223v1,No journal ref found,none,cs.AI,Summary16247,1604.06356v3,2016-04-21T15:26:02Z,Iterative Judgment Aggregation,"Marija Slavkovik, Wojciech Jamroga",http://arxiv.org/pdf/1604.06356v3,No journal ref found,none,cs.AI,Summary16248,1604.06484v1,2016-04-21T20:40:35Z,Parallel Strategies Selection,"Anthony Palmieri, Jean-Charles Régin, Pierre Schaus",http://arxiv.org/pdf/1604.06484v1,No journal ref found,none,cs.AI,Summary16249,1604.06614v1,2016-04-22T11:53:37Z,Agenda Separability in Judgment Aggregation,"Jérôme Lang, Marija Slavkovik, Srdjan Vesic",http://arxiv.org/pdf/1604.06614v1,No journal ref found,none,cs.AI,Summary16250,1604.06641v1,2016-04-22T13:12:38Z,Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets,"Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus",http://arxiv.org/pdf/1604.06641v1,No journal ref found,none,cs.AI,Summary16251,1604.06787v1,2016-04-22T19:26:30Z,Utilitarian Distributed Constraint Optimization Problems,"Julien Savaux, Julien Vion, Sylvain Piechowiak, René Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane, Marius Silaghi",http://arxiv.org/pdf/1604.06787v1,No journal ref found,none,cs.AI,Summary16252,1604.06790v1,2016-04-22T19:35:49Z,DisCSPs with Privacy Recast as Planning Problems for Utility-based Agents,"Julien Savaux, Julien Vion, Sylvain Piechowiak, René Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane, Marius Silaghi",http://arxiv.org/pdf/1604.06790v1,No journal ref found,none,cs.AI,Summary16253,1604.06954v1,2016-04-23T21:03:45Z,RHOG: A Refinement-Operator Library for Directed Labeled Graphs,Santiago Ontañón,http://arxiv.org/pdf/1604.06954v1,No journal ref found,none,cs.AI,Summary16254,1604.06963v2,2016-04-23T23:01:29Z,Limits to Verification and Validation of Agentic Behavior,David J. Jilk,http://arxiv.org/pdf/1604.06963v2,No journal ref found,none,cs.AI,Summary16255,1604.07095v1,2016-04-24T23:51:18Z,Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games,"Xiaoxiao Guo, Satinder Singh, Richard Lewis, Honglak Lee",http://arxiv.org/pdf/1604.07095v1,No journal ref found,none,cs.AI,Summary16256,1604.07097v2,2016-04-24T23:56:37Z,Neurohex: A Deep Q-learning Hex Agent,"Kenny Young, Ryan Hayward, Gautham Vasan",http://arxiv.org/pdf/1604.07097v2,No journal ref found,none,cs.AI,Summary16257,1604.07183v2,2016-04-25T09:44:02Z,AGM-Style Revision of Beliefs and Intentions from a Database Perspective (Preliminary Version),"Marc van Zee, Dragan Doder",http://arxiv.org/pdf/1604.07183v2,No journal ref found,none,cs.AI,Summary16258,1604.07312v1,2016-04-25T15:35:38Z,Endgame Analysis of Dou Shou Qi,"Jan N. van Rijn, Jonathan K. Vis",http://arxiv.org/pdf/1604.07312v1,"ICGA Journal, Vol. 37, pp. 120-124, 2014",none,cs.AI,Summary16259,1604.07625v1,2016-04-26T11:31:02Z,Mutual Transformation of Information and Knowledge,Olegs Verhodubs,http://arxiv.org/pdf/1604.07625v1,No journal ref found,none,cs.AI,Summary16260,1604.08055v1,2016-04-27T13:14:44Z,Selecting the Selection,"Giles Reger, Martin Suda, Andrei Voronkov, Krystof Hoder",http://arxiv.org/pdf/1604.08055v1,No journal ref found,none,cs.AI,Summary16261,1604.08148v1,2016-02-11T22:51:06Z,Defining Concepts of Emotion: From Philosophy to Science,Changqing Liu,http://arxiv.org/pdf/1604.08148v1,No journal ref found,none,cs.AI,Summary16262,1605.00495v1,2016-05-02T14:08:23Z,Coalition Formability Semantics with Conflict-Eliminable Sets of Arguments,"Ryuta Arisaka, Ken Satoh",http://arxiv.org/pdf/1605.00495v1,No journal ref found,none,cs.AI,Summary16263,1605.00702v2,2016-05-02T22:44:54Z,A heuristic algorithm for a single vehicle static bike sharing rebalancing problem,"Fábio Cruz, Anand Subramanian, Bruno P. Bruck, Manuel Iori",http://arxiv.org/pdf/1605.00702v2,No journal ref found,none,cs.AI,Summary16264,1605.01180v1,2016-05-04T08:34:17Z,A Step from Probabilistic Programming to Cognitive Architectures,Alexey Potapov,http://arxiv.org/pdf/1605.01180v1,No journal ref found,none,cs.AI,Summary16265,1605.01534v1,2016-05-05T09:15:55Z,ODE - Augmented Training Improves Anomaly Detection in Sensor Data from Machines,"Mohit Yadav, Pankaj Malhotra, Lovekesh Vig, K Sriram, Gautam Shroff",http://arxiv.org/pdf/1605.01534v1,No journal ref found,none,cs.AI,Summary16266,1605.01681v1,2016-05-05T18:29:56Z,Brain Emotional Learning-Based Prediction Model (For Long-Term Chaotic Prediction Applications),Mahboobeh Parsapoor,http://arxiv.org/pdf/1605.01681v1,No journal ref found,none,cs.AI,Summary16267,1605.02160v1,2016-05-07T09:09:08Z,Belief Merging by Source Reliability Assessment,Paolo Liberatore,http://arxiv.org/pdf/1605.02160v1,No journal ref found,none,cs.AI,Summary16268,1605.02321v1,2016-05-08T13:52:41Z,Asymmetric Move Selection Strategies in Monte-Carlo Tree Search: Minimizing the Simple Regret at Max Nodes,"Yun-Ching Liu, Yoshimasa Tsuruoka",http://arxiv.org/pdf/1605.02321v1,No journal ref found,none,cs.AI,Summary16269,1605.02817v2,2016-05-10T01:39:38Z,Unethical Research: How to Create a Malevolent Artificial Intelligence,"Federico Pistono, Roman V. Yampolskiy",http://arxiv.org/pdf/1605.02817v2,No journal ref found,none,cs.AI,Summary16270,1605.02929v1,2016-05-10T10:30:06Z,Function-Described Graphs for Structural Pattern Recognition,Francesc Serratosa,http://arxiv.org/pdf/1605.02929v1,No journal ref found,none,cs.AI,Summary16271,1605.03009v2,2016-05-04T20:19:05Z,Consciousness is Pattern Recognition,Ray Van De Walker,http://arxiv.org/pdf/1605.03009v2,No journal ref found,none,cs.AI,Summary16272,1605.03142v1,2016-05-10T18:25:49Z,Self-Modification of Policy and Utility Function in Rational Agents,"Tom Everitt, Daniel Filan, Mayank Daswani, Marcus Hutter",http://arxiv.org/pdf/1605.03142v1,No journal ref found,none,cs.AI,Summary16273,1605.03143v1,2016-05-10T18:28:57Z,Avoiding Wireheading with Value Reinforcement Learning,"Tom Everitt, Marcus Hutter",http://arxiv.org/pdf/1605.03143v1,No journal ref found,none,cs.AI,Summary16274,1605.03392v1,2016-05-11T11:54:26Z,Learning Bounded Treewidth Bayesian Networks with Thousands of Variables,"Mauro Scanagatta, Giorgio Corani, Cassio P. de Campos, Marco Zaffalon",http://arxiv.org/pdf/1605.03392v1,No journal ref found,none,cs.AI,Summary16275,1605.03506v1,2016-05-11T16:42:37Z,Characterizing Quantifier Fuzzification Mechanisms: a behavioral guide for practical applications,"F. Diaz-Hermida, M. Pereira-Fariña, Juan C. Vidal, A. Ramos-Soto",http://arxiv.org/pdf/1605.03506v1,No journal ref found,none,cs.AI,Summary16276,1605.04071v2,2016-05-13T07:27:03Z,"Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity","James Cussens, Matti Järvisalo, Janne H. Korhonen, Mark Bartlett",http://arxiv.org/pdf/1605.04071v2,No journal ref found,none,cs.AI,Summary16277,1605.04218v1,2016-05-13T15:40:10Z,Anytime Inference in Valuation Algebras,"Abhishek Dasgupta, Samson Abramsky",http://arxiv.org/pdf/1605.04218v1,No journal ref found,none,cs.AI,Summary16278,1605.04232v2,2016-05-11T17:49:24Z,Review of state-of-the-arts in artificial intelligence with application to AI safety problem,Vladimir Shakirov,http://arxiv.org/pdf/1605.04232v2,No journal ref found,none,cs.AI,Summary16279,1605.04691v1,2016-05-16T09:26:53Z,On Avoidance Learning with Partial Observability,Tom J. Ameloot,http://arxiv.org/pdf/1605.04691v1,No journal ref found,none,cs.AI,Summary16280,1605.05305v1,2016-05-17T19:47:13Z,Combat Models for RTS Games,"Alberto Uriarte, Santiago Ontañón",http://arxiv.org/pdf/1605.05305v1,No journal ref found,none,cs.AI,Summary16281,1605.05807v2,2016-05-19T04:22:35Z,"Heuristics for Planning, Plan Recognition and Parsing","Miquel Ramirez, Hector Geffner",http://arxiv.org/pdf/1605.05807v2,No journal ref found,none,cs.AI,Summary16282,1605.05950v1,2016-05-19T13:40:01Z,Interactive Debugging of Knowledge Bases,Patrick Rodler,http://arxiv.org/pdf/1605.05950v1,No journal ref found,none,cs.AI,Summary16283,1605.05966v1,2016-05-19T14:16:39Z,Dynamic Bayesian Networks to simulate occupant behaviours in office buildings related to indoor air quality,"Khadija Tijani, Stephane Ploix, Benjamin Haas, Julie Dugdale, Quoc Dung Ngo",http://arxiv.org/pdf/1605.05966v1,No journal ref found,none,cs.AI,Summary16284,1605.06048v1,2016-05-19T16:45:12Z,Philosophy in the Face of Artificial Intelligence,Vincent Conitzer,http://arxiv.org/pdf/1605.06048v1,No journal ref found,none,cs.AI,Summary16285,1605.07260v1,2016-05-24T02:05:09Z,Diagnosing editorial strategies of Chilean media on Twitter using an automatic news classifier,"Matthieu Vernier, Luis Carcamo, Eliana Scheihing",http://arxiv.org/pdf/1605.07260v1,No journal ref found,none,cs.AI,Summary16286,1605.07335v3,2016-05-24T08:49:36Z,Differences between Industrial Models of Autonomy and Systemic Models of Autonomy,Aleksander Lodwich,http://arxiv.org/pdf/1605.07335v3,No journal ref found,none,cs.AI,Summary16287,1605.07364v1,2016-05-24T10:27:17Z,Non-Gaussian Random Generators in Bacteria Foraging Algorithm for Multiobjective Optimization,"Timothy Ganesan, Pandian Vasant, Irraivan Elamvazuthi",http://arxiv.org/pdf/1605.07364v1,No journal ref found,none,cs.AI,Summary16288,1605.07728v2,2016-05-25T04:33:41Z,Small Representations of Big Kidney Exchange Graphs,"John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm",http://arxiv.org/pdf/1605.07728v2,No journal ref found,none,cs.AI,Summary16289,1605.07989v2,2016-05-25T18:10:48Z,Compliant Conditions for Polynomial Time Approximation of Operator Counts,"Tathagata Chakraborti, Sarath Sreedharan, Sailik Sengupta, T. K. Satish Kumar, Subbarao Kambhampati",http://arxiv.org/pdf/1605.07989v2,No journal ref found,none,cs.AI,Summary16290,1605.08150v1,2016-05-26T05:49:25Z,Cognitive Dynamic Systems: A Technical Review of Cognitive Radar,"Krishanth Krishnan, Taralyn Schwering, Saman Sarraf",http://arxiv.org/pdf/1605.08150v1,No journal ref found,none,cs.AI,Summary16291,1605.08390v1,2016-04-19T07:52:30Z,Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems,"Juanjuan Zhao, Fan Zhang, Lai Tu, Chengzhong Xu, Dayong Shen, Chen Tian, Xiang-Yang Li, Zhengxi Li",http://arxiv.org/pdf/1605.08390v1,No journal ref found,none,cs.AI,Summary16292,1606.00058v2,2016-05-31T21:52:13Z,How to avoid ethically relevant Machine Consciousness,Aleksander Lodwich,http://arxiv.org/pdf/1606.00058v2,No journal ref found,none,cs.AI,Summary16293,1606.00075v1,2016-05-31T23:48:55Z,"Applications of Probabilistic Programming (Masters thesis, 2015)",Yura N Perov,http://arxiv.org/pdf/1606.00075v1,No journal ref found,none,cs.AI,Summary16294,1606.00133v1,2016-06-01T06:46:51Z,A Survey of Qualitative Spatial and Temporal Calculi -- Algebraic and Computational Properties,"Frank Dylla, Jae Hee Lee, Till Mossakowski, Thomas Schneider, André Van Delden, Jasper Van De Ven, Diedrich Wolter",http://arxiv.org/pdf/1606.00133v1,No journal ref found,none,cs.AI,Summary16295,1606.00339v1,2016-06-01T16:04:47Z,A structured argumentation framework for detaching conditional obligations,"Mathieu Beirlaen, Christian Straßer",http://arxiv.org/pdf/1606.00339v1,No journal ref found,none,cs.AI,Summary16296,1606.00626v1,2016-06-02T11:14:47Z,The Challenge of Non-Technical Loss Detection using Artificial Intelligence: A Survey,"Patrick Glauner, Andre Boechat, Lautaro Dolberg, Jorge Meira, Radu State, Franck Bettinger, Yves Rangoni, Diogo Duarte",http://arxiv.org/pdf/1606.00626v1,No journal ref found,none,cs.AI,Summary16297,1606.00652v1,2016-06-02T12:48:39Z,Death and Suicide in Universal Artificial Intelligence,"Jarryd Martin, Tom Everitt, Marcus Hutter",http://arxiv.org/pdf/1606.00652v1,No journal ref found,none,cs.AI,Summary16298,1606.01015v1,2016-06-03T09:31:13Z,Selecting the Best Player Formation for Corner-Kick Situations Based on Bayes Estimation,"Jordan Henrio, Thomas Henn, Tomoharu Nakashima, Hidehisa Akiyama",http://arxiv.org/pdf/1606.01015v1,No journal ref found,none,cs.AI,Summary16299,1606.01113v1,2016-06-03T14:44:15Z,ECMdd: Evidential c-medoids clustering with multiple prototypes,"Kuang Zhou, Arnaud Martin, Quan Pan, Zhun-Ga Liu",http://arxiv.org/pdf/1606.01113v1,"Pattern Recognition, Elsevier, 2016",none,cs.AI,Summary16300,1606.01116v1,2016-06-03T14:47:12Z,The belief noisy-or model applied to network reliability analysis,"Kuang Zhou, Arnaud Martin, Quan Pan",http://arxiv.org/pdf/1606.01116v1,"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific Publishing, 2016",none,cs.AI,Summary16301,1606.01868v2,2016-06-06T19:21:32Z,Unifying Count-Based Exploration and Intrinsic Motivation,"Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski, Tom Schaul, David Saxton, Remi Munos",http://arxiv.org/pdf/1606.01868v2,No journal ref found,none,cs.AI,Summary16302,1606.02032v1,2016-06-07T05:13:37Z,Human vs. Computer Go: Review and Prospect,"Chang-Shing Lee, Mei-Hui Wang, Shi-Jim Yen, Ting-Han Wei, I-Chen Wu, Ping-Chiang Chou, Chun-Hsun Chou, Ming-Wan Wang, Tai-Hsiung Yang",http://arxiv.org/pdf/1606.02032v1,No journal ref found,none,cs.AI,Summary16303,1606.02645v2,2016-06-08T17:29:17Z,Simplified Boardgames,"Jakub Kowalski, Jakub Sutowicz, Marek Szykuła",http://arxiv.org/pdf/1606.02645v2,No journal ref found,none,cs.AI,Summary16304,1606.02710v1,2016-06-08T12:00:28Z,A Modified Vortex Search Algorithm for Numerical Function Optimization,Berat Doğan,http://arxiv.org/pdf/1606.02710v1,"International journal of Artificial Intelligence & Applications (IJAIA), Volume 7, Number 3, May 2016",none,cs.AI,Summary16305,1606.02767v2,2016-06-08T21:46:20Z,Theoretical Robopsychology: Samu Has Learned Turing Machines,Norbert Bátfai,http://arxiv.org/pdf/1606.02767v2,No journal ref found,none,cs.AI,Summary16306,1606.02899v1,2016-06-09T10:43:21Z,A Cognitive Architecture for the Implementation of Emotions in Computing Systems,"Jordi Vallverdú, Max Talanov, Salvatore Distefano, Manuel Mazzara, Alexander Tchitchigin, Ildar Nurgaliev",http://arxiv.org/pdf/1606.02899v1,"BICA, Volume 15, January 2016, Pages 34-40",none,cs.AI,Summary16307,1606.03137v3,2016-06-09T22:39:54Z,Cooperative Inverse Reinforcement Learning,"Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel, Stuart Russell",http://arxiv.org/pdf/1606.03137v3,No journal ref found,none,cs.AI,Summary16308,1606.03191v1,2016-06-10T05:55:56Z,Fuzzy-Klassen Model for Development Disparities Analysis based on Gross Regional Domestic Product Sector of a Region,"Tb. Ai Munandar, Retantyo Wardoyo",http://arxiv.org/pdf/1606.03191v1,No journal ref found,none,cs.AI,Summary16309,1606.03229v1,2016-06-10T08:39:22Z,Towards Anthropo-inspired Computational Systems: the $P^3$ Model,"Michael W. Bridges, Salvatore Distefano, Manuel Mazzara, Marat Minlebaev, Max Talanov, Jordi Vallverdú",http://arxiv.org/pdf/1606.03229v1,"In proceedings of the 9th International KES Conference on AGENTS AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, 2015",none,cs.AI,Summary16310,1606.03244v2,2016-06-10T09:31:26Z,Simple epistemic planning: generalised gossiping,"Martin C. Cooper, Andreas Herzig, Faustine Maffre, Frédéric Maris, Pierre Régnier",http://arxiv.org/pdf/1606.03244v2,No journal ref found,none,cs.AI,Summary16311,1606.03298v1,2016-06-10T12:53:01Z,Structured Factored Inference: A Framework for Automated Reasoning in Probabilistic Programming Languages,"Avi Pfeffer, Brian Ruttenberg, William Kretschmer",http://arxiv.org/pdf/1606.03298v1,No journal ref found,none,cs.AI,Summary16312,1606.04000v1,2016-06-13T15:45:00Z,Using a Distributional Semantic Vector Space with a Knowledge Base for Reasoning in Uncertain Conditions,"Douglas Summers-Stay, Clare Voss, Taylor Cassidy",http://arxiv.org/pdf/1606.04000v1,"Biologically Inspired Cognitive Architectures (2016), pp. 34-44",none,cs.AI,Summary16313,1606.04250v2,2016-06-14T08:38:18Z,Experimental and causal view on information integration in autonomous agents,"Philipp Geiger, Katja Hofmann, Bernhard Schölkopf",http://arxiv.org/pdf/1606.04250v2,No journal ref found,none,cs.AI,Summary16314,1606.04345v1,2016-06-14T13:29:13Z,Digits that are not: Generating new types through deep neural nets,"Akın Kazakçıand Mehdi Cherti, Balázs Kégl",http://arxiv.org/pdf/1606.04345v1,No journal ref found,none,cs.AI,Summary16315,1606.04397v1,2016-06-14T14:41:24Z,Relating Strong Spatial Cognition to Symbolic Problem Solving --- An Example,"Ulrich Furbach, Florian Furbach, Christian Freksa",http://arxiv.org/pdf/1606.04397v1,No journal ref found,none,cs.AI,Summary16316,1606.04486v1,2016-06-14T18:18:58Z,Lifted Convex Quadratic Programming,"Martin Mladenov, Leonard Kleinhans, Kristian Kersting",http://arxiv.org/pdf/1606.04486v1,No journal ref found,none,cs.AI,Summary16317,1606.04512v1,2016-06-14T19:13:30Z,Why is Compiling Lifted Inference into a Low-Level Language so Effective?,"Seyed Mehran Kazemi, David Poole",http://arxiv.org/pdf/1606.04512v1,No journal ref found,none,cs.AI,Summary16318,1606.04589v1,2016-06-14T23:05:39Z,Impossibility in Belief Merging,"Amílcar Mata Díaz, Ramón Pino Pérez",http://arxiv.org/pdf/1606.04589v1,No journal ref found,none,cs.AI,Summary16319,1606.05174v1,2016-06-16T13:09:16Z,Deep Reinforcement Learning Discovers Internal Models,"Nir Baram, Tom Zahavy, Shie Mannor",http://arxiv.org/pdf/1606.05174v1,No journal ref found,none,cs.AI,Summary16320,1606.05312v1,2016-06-16T18:45:32Z,Successor Features for Transfer in Reinforcement Learning,"André Barreto, Rémi Munos, Tom Schaul, David Silver",http://arxiv.org/pdf/1606.05312v1,No journal ref found,none,cs.AI,Summary16321,1606.05446v1,2016-06-17T08:30:28Z,Abducing Compliance of Incomplete Event Logs,"Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris",http://arxiv.org/pdf/1606.05446v1,No journal ref found,none,cs.AI,Summary16322,1606.05593v1,2016-06-17T17:24:36Z,Introspective Agents: Confidence Measures for General Value Functions,"Craig Sherstan, Adam White, Marlos C. Machado, Patrick M. Pilarski",http://arxiv.org/pdf/1606.05593v1,No journal ref found,none,cs.AI,Summary16323,1606.05597v1,2016-06-17T17:32:11Z,Adding Context to Concept Trees,Kieran Greer,http://arxiv.org/pdf/1606.05597v1,No journal ref found,none,cs.AI,Summary16324,1606.05767v2,2016-06-18T15:33:04Z,On Reward Function for Survival,Naoto Yoshida,http://arxiv.org/pdf/1606.05767v2,No journal ref found,none,cs.AI,Summary16325,1606.06355v1,2016-06-20T22:43:29Z,A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks,"Xiao Li, Calin Belta",http://arxiv.org/pdf/1606.06355v1,No journal ref found,none,cs.AI,Summary16326,1606.07233v1,2016-06-23T09:09:49Z,Adaptive Task Assignment in Online Learning Environments,"Per-Arne Andersen, Christian Kråkevik, Morten Goodwin, Anis Yazidi",http://arxiv.org/pdf/1606.07233v1,No journal ref found,none,cs.AI,Summary16327,1606.07860v2,2016-06-25T01:02:30Z,Non-Monotonic Spatial Reasoning with Answer Set Programming Modulo Theories,"Przemysław Andrzej Wałęga, Carl Schultz, Mehul Bhatt",http://arxiv.org/pdf/1606.07860v2,No journal ref found,none,cs.AI,Summary16328,1606.08109v1,2016-06-27T01:53:02Z,Can Turing machine be curious about its Turing test results? Three informal lectures on physics of intelligence,Alex Ushveridze,http://arxiv.org/pdf/1606.08109v1,No journal ref found,none,cs.AI,Summary16329,1606.08514v2,2016-06-27T23:51:04Z,Towards Verified Artificial Intelligence,"Sanjit A. Seshia, Dorsa Sadigh, S. Shankar Sastry",http://arxiv.org/pdf/1606.08514v2,No journal ref found,none,cs.AI,Summary16330,1606.08896v1,2016-06-28T21:43:19Z,On the Semantic Relationship between Probabilistic Soft Logic and Markov Logic,"Joohyung Lee, Yi Wang",http://arxiv.org/pdf/1606.08896v1,No journal ref found,none,cs.AI,Summary16331,1606.08906v1,2016-06-28T22:36:38Z,Exploring high-level Perspectives on Self-Configuration Capabilities of Systems,Aleksander Lodwich,http://arxiv.org/pdf/1606.08906v1,No journal ref found,none,cs.AI,Summary16332,1606.08962v2,2016-06-29T06:00:32Z,Evaluation and selection of Medical Tourism sites: A rough AHP based MABAC approach,"Jagannath Roy, Kajal Chatterjee, Abhirup Bandhopadhyay, Samarjit Kar",http://arxiv.org/pdf/1606.08962v2,No journal ref found,none,cs.AI,Summary16333,1606.08965v3,2016-06-29T06:13:22Z,Credibilistic TOPSIS Model for Evaluation and Selection of Municipal Solid Waste Disposal Methods,"Jagannath Roy, Krishnendu Adhikary, Samarjit Kar",http://arxiv.org/pdf/1606.08965v3,No journal ref found,none,cs.AI,Summary16334,1606.09140v2,2016-06-29T15:00:48Z,Algebraic foundations for qualitative calculi and networks,"Robin Hirsch, Marcel Jackson, Tomasz Kowalski",http://arxiv.org/pdf/1606.09140v2,No journal ref found,none,cs.AI,Summary16335,1606.09577v1,2016-06-30T17:06:30Z,Ordering as privileged information,Thomas Vacek,http://arxiv.org/pdf/1606.09577v1,No journal ref found,none,cs.AI,Summary16336,1606.09594v1,2016-06-30T18:03:42Z,Contextual Symmetries in Probabilistic Graphical Models,"Ankit Anand, Aditya Grover, Mausam, Parag Singla",http://arxiv.org/pdf/1606.09594v1,"IJCAI, 2016",none,cs.AI,Summary16337,1606.09637v1,2016-06-30T19:50:33Z,Lifted Region-Based Belief Propagation,"David Smith, Parag Singla, Vibhav Gogate",http://arxiv.org/pdf/1606.09637v1,No journal ref found,none,cs.AI,Summary16338,1607.00061v1,2016-06-30T22:04:26Z,Towards A Virtual Assistant That Can Be Taught New Tasks In Any Domain By Its End-Users,"I. Dan Melamed, Nobal B. Niraula",http://arxiv.org/pdf/1607.00061v1,No journal ref found,none,cs.AI,Summary16339,1607.00234v1,2016-06-30T02:17:59Z,"Neutrosophic Overset, Neutrosophic Underset, and Neutrosophic Offset. Similarly for Neutrosophic Over-/Under-/Off- Logic, Probability, and Statistics",Florentin Smarandache,http://arxiv.org/pdf/1607.00234v1,"Pons Editions, Bruxelles, 2016",none,cs.AI,Summary16340,1607.00428v1,2016-07-01T22:52:57Z,Situated Structure Learning of a Bayesian Logic Network for Commonsense Reasoning,"Haley Garrison, Sonia Chernova",http://arxiv.org/pdf/1607.00428v1,No journal ref found,none,cs.AI,Summary16341,1607.00656v1,2016-07-03T17:11:52Z,A Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Plan Caching,"Gavin Rens, Deshendran Moodley",http://arxiv.org/pdf/1607.00656v1,No journal ref found,none,cs.AI,Summary16342,1607.00715v1,2016-07-04T01:13:32Z,Path planning with Inventory-driven Jump-Point-Search,"Davide Aversa, Sebastian Sardina, Stavros Vassos",http://arxiv.org/pdf/1607.00715v1,"In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), pp. 2-8, 2015",none,cs.AI,Summary16343,1607.00791v1,2016-07-04T09:20:29Z,Formal analysis of HTM Spatial Pooler performance under predefined operation conditions,"M. Pietron, M. Wielgosz, K. Wiatr",http://arxiv.org/pdf/1607.00791v1,No journal ref found,none,cs.AI,Summary16344,1607.00819v1,2016-07-04T10:52:57Z,Understanding the Abstract Dialectical Framework (Preliminary Report),Sylwia Polberg,http://arxiv.org/pdf/1607.00819v1,No journal ref found,none,cs.AI,Summary16345,1607.00869v1,2016-07-04T13:05:55Z,Modeling of Item-Difficulty for Ontology-based MCQs,"Vinu E. V, Tahani Alsubait, P. Sreenivasa Kumar",http://arxiv.org/pdf/1607.00869v1,No journal ref found,none,cs.AI,Summary16346,1607.01254v4,2016-07-05T14:05:29Z,An extended MABAC for multi-attribute decision making using trapezoidal interval type-2 fuzzy numbers,"Jagannath Roy, Ananta Ranjan, Animesh Debnath, Samarjit Kar",http://arxiv.org/pdf/1607.01254v4,No journal ref found,none,cs.AI,Summary16347,1607.01729v2,2016-07-06T18:02:33Z,Cost-Optimal Algorithms for Planning with Procedural Control Knowledge,"Vikas Shivashankar, Ron Alford, Mark Roberts, David W. Aha",http://arxiv.org/pdf/1607.01729v2,No journal ref found,none,cs.AI,Summary16348,1607.02171v1,2016-07-07T21:01:06Z,Argumentation Models for Cyber Attribution,"Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef",http://arxiv.org/pdf/1607.02171v1,No journal ref found,none,cs.AI,Summary16349,1607.03290v1,2016-07-12T09:58:24Z,Automatic Bridge Bidding Using Deep Reinforcement Learning,"Chih-Kuan Yeh, Hsuan-Tien Lin",http://arxiv.org/pdf/1607.03290v1,No journal ref found,none,cs.AI,Summary16350,1607.03979v1,2016-07-14T02:21:14Z,Resource Planning For Rescue Operations,"Mona Khaffaf, Arshia Khaffaf",http://arxiv.org/pdf/1607.03979v1,No journal ref found,none,cs.AI,Summary16351,1607.04186v1,2016-04-28T08:37:43Z,Large-scale Analysis of Chess Games with Chess Engines: A Preliminary Report,"Mathieu Acher, François Esnault",http://arxiv.org/pdf/1607.04186v1,No journal ref found,none,cs.AI,Summary16352,1607.04583v1,2016-05-09T13:35:00Z,A Counterexample to the Forward Recursion in Fuzzy Critical Path Analysis Under Discrete Fuzzy Sets,Matthew J. Liberatore,http://arxiv.org/pdf/1607.04583v1,International Journal of Fuzzy Logic Systems 6 (2016) 53-62,none,cs.AI,Summary16353,1607.04809v1,2016-07-16T23:42:44Z,Knowledge Representation on the Web revisited: Tools for Prototype Based Ontologies,"Michael Cochez, Stefan Decker, Eric Prudhommeaux",http://arxiv.org/pdf/1607.04809v1,No journal ref found,none,cs.AI,Summary16354,1607.05023v1,2016-07-18T11:28:11Z,Intelligent Biohybrid Neurotechnologies: Are They Really What They Claim?,"Gabriella Panuccio, Marianna Semprini, Lorenzo Natale, Michela Chiappalone",http://arxiv.org/pdf/1607.05023v1,No journal ref found,none,cs.AI,Summary16355,1607.05077v1,2016-07-18T13:55:54Z,Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay,"Ionel-Alexandru Hosu, Traian Rebedea",http://arxiv.org/pdf/1607.05077v1,No journal ref found,none,cs.AI,Summary16356,1607.05810v1,2016-07-20T03:47:19Z,"You want to survive the data deluge: Be careful, Computational Intelligence will not serve you as a rescue boat",Emanuel Diamant,http://arxiv.org/pdf/1607.05810v1,No journal ref found,none,cs.AI,Summary16357,1607.05845v1,2016-07-20T07:42:52Z,Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Contrast Set Mining,"Jenna Reps, Zhaoyang Guo, Haoyue Zhu, Uwe Aickelin",http://arxiv.org/pdf/1607.05845v1,No journal ref found,none,cs.AI,Summary16358,1607.05906v1,2016-07-20T10:45:57Z,Refining adverse drug reaction signals by incorporating interaction variables identified using emergent pattern mining,"Jenna M. Reps, Uwe Aickelin, Richard B. Hubbard",http://arxiv.org/pdf/1607.05906v1,No journal ref found,none,cs.AI,Summary16359,1607.05909v1,2016-07-20T10:52:17Z,Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams,"Jiangang Ma, Le Sun, Hua Wang, Yanchun Zhang, Uwe Aickelin",http://arxiv.org/pdf/1607.05909v1,No journal ref found,none,cs.AI,Summary16360,1607.05913v1,2016-07-20T11:02:16Z,Optimising Rule-Based Classification in Temporal Data,"Polla Fattah, Uwe Aickelin, Christian Wagner",http://arxiv.org/pdf/1607.05913v1,No journal ref found,none,cs.AI,Summary16361,1607.06186v1,2016-07-21T04:36:23Z,Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation,"Javier Navarro, Christian Wagner, Uwe Aickelin",http://arxiv.org/pdf/1607.06186v1,No journal ref found,none,cs.AI,Summary16362,1607.06187v1,2016-07-21T04:40:14Z,Exploring Differences in Interpretation of Words Essential in Medical Expert-Patient Communication,"Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford",http://arxiv.org/pdf/1607.06187v1,No journal ref found,none,cs.AI,Summary16363,1607.06198v1,2016-07-21T05:31:04Z,Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hills Causality Considerations,"Jenna Marie Reps, Jonathan M. Garibaldi, Uwe Aickelin, Jack E. Gibson, Richard B. Hubbard",http://arxiv.org/pdf/1607.06198v1,"Journal of Biomedical Informatics, 56 , pp. 356-368, 2015",none,cs.AI,Summary16364,1607.06759v1,2016-07-22T17:37:24Z,Predicting Enemys Actions Improves Commander Decision-Making,"Michael Ownby, Alexander Kott",http://arxiv.org/pdf/1607.06759v1,No journal ref found,none,cs.AI,Summary16365,1607.07027v1,2016-07-24T11:22:00Z,Redundancy-free Verbalization of Individuals for Ontology Validation,"E. V. Vinu, P Sreenivasa Kumar",http://arxiv.org/pdf/1607.07027v1,No journal ref found,none,cs.AI,Summary16366,1607.07288v1,2016-07-22T17:18:05Z,Validation of Information Fusion,"Alexander Kott, Wes Milks",http://arxiv.org/pdf/1607.07288v1,No journal ref found,none,cs.AI,Summary16367,1607.07311v1,2016-07-25T15:17:06Z,Estimating Activity at Multiple Scales using Spatial Abstractions,"Majd Hawasly, Florian T. Pokorny, Subramanian Ramamoorthy",http://arxiv.org/pdf/1607.07311v1,No journal ref found,none,cs.AI,Summary16368,1607.07730v1,2016-07-25T13:04:22Z,A Model of Pathways to Artificial Superintelligence Catastrophe for Risk and Decision Analysis,"Anthony M. Barrett, Seth D. Baum",http://arxiv.org/pdf/1607.07730v1,No journal ref found,none,cs.AI,Summary16369,1607.07762v4,2016-07-26T15:48:03Z,Focused Model-Learning and Planning for Non-Gaussian Continuous State-Action Systems,"Zi Wang, Stefanie Jegelka, Leslie Pack Kaelbling, Tomás Lozano-Pérez",http://arxiv.org/pdf/1607.07762v4,No journal ref found,none,cs.AI,Summary16370,1607.07847v1,2016-07-26T19:17:11Z,Technical Report: Giving Hints for Logic Programming Examples without Revealing Solutions,"Gokhan Avci, Mustafa Mehuljic, Peter Schüller",http://arxiv.org/pdf/1607.07847v1,No journal ref found,none,cs.AI,Summary16371,1607.08075v1,2016-07-27T13:13:41Z,Harmonization of conflicting medical opinions using argumentation protocols and textual entailment - a case study on Parkinson disease,"Adrian Groza, Madalina Mand Nagy",http://arxiv.org/pdf/1607.08075v1,No journal ref found,none,cs.AI,Summary16372,1607.08131v1,2016-07-27T14:54:47Z,Neuromorphic Robot Dream,"Alexander Tchitchigin, Max Talanov, Larisa Safina, Manuel Mazzara",http://arxiv.org/pdf/1607.08131v1,No journal ref found,none,cs.AI,Summary16373,1607.08181v1,2016-07-27T17:08:05Z,Psychologically inspired planning method for smart relocation task,"Aleksandr I. Panov, Konstantin Yakovlev",http://arxiv.org/pdf/1607.08181v1,No journal ref found,none,cs.AI,Summary16374,1607.08485v2,2016-07-28T14:47:52Z,A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams,"Manuele Leonelli, Eva Riccomagno, Jim Q. Smith",http://arxiv.org/pdf/1607.08485v2,No journal ref found,none,cs.AI,Summary16375,1608.00139v2,2016-07-30T16:14:16Z,A Linear Algebraic Approach to Datalog Evaluation,Taisuke Sato,http://arxiv.org/pdf/1608.00139v2,No journal ref found,none,cs.AI,Summary16376,1608.00302v2,2016-08-01T02:34:07Z,Formulating Semantics of Probabilistic Argumentation by Characterizing Subgraphs: Theory and Empirical Results,"Beishui Liao, Kang Xu, Huaxin Huang",http://arxiv.org/pdf/1608.00302v2,No journal ref found,none,cs.AI,Summary16377,1608.00810v2,2016-08-02T13:22:49Z,Directed expected utility networks,"Manuele Leonelli, Jim Q. Smith",http://arxiv.org/pdf/1608.00810v2,No journal ref found,none,cs.AI,Summary16378,1608.01093v2,2016-08-03T07:23:48Z,Generation of Near-Optimal Solutions Using ILP-Guided Sampling,"Ashwin Srinivasan, Gautam Shroff, Lovekesh Vig, Sarmimala Saikia, Puneet Agarwal",http://arxiv.org/pdf/1608.01093v2,No journal ref found,none,cs.AI,Summary16379,1608.01302v1,2016-08-03T19:50:39Z,Learning to Rank for Synthesizing Planning Heuristics,"Caelan Reed Garrett, Leslie Pack Kaelbling, Tomas Lozano-Perez",http://arxiv.org/pdf/1608.01302v1,International Joint Conference on Artificial Intelligence (IJCAI) 2016,none,cs.AI,Summary16380,1608.01604v1,2016-08-04T16:38:52Z,Query Answering in Resource-Based Answer Set Semantics,"Stefania Costantini, Andrea Formisano",http://arxiv.org/pdf/1608.01604v1,No journal ref found,none,cs.AI,Summary16381,1608.01835v3,2016-08-05T11:18:12Z,Stable-Unstable Semantics: Beyond NP with Normal Logic Programs,"Bart Bogaerts, Tomi Janhunen, Shahab Tasharrofi",http://arxiv.org/pdf/1608.01835v3,No journal ref found,none,cs.AI,Summary16382,1608.01946v1,2016-08-05T17:33:23Z,Iterative Learning of Answer Set Programs from Context Dependent Examples,"Mark Law, Alessandra Russo, Krysia Broda",http://arxiv.org/pdf/1608.01946v1,No journal ref found,none,cs.AI,Summary16383,1608.02287v1,2016-08-08T00:14:50Z,Delta Epsilon Alpha Star: A PAC-Admissible Search Algorithm,David Cox,http://arxiv.org/pdf/1608.02287v1,No journal ref found,none,cs.AI,Summary16384,1608.02441v1,2016-08-03T09:05:32Z,Proceedings of the Second Summer School on Argumentation: Computational and Linguistic Perspectives (SSA16),"Sarah A. Gaggl, Matthias Thimm",http://arxiv.org/pdf/1608.02441v1,No journal ref found,none,cs.AI,Summary16385,1608.02450v1,2016-08-08T14:26:46Z,ASP for Minimal Entailment in a Rational Extension of SROEL,"Laura Giordano, Daniele Theseider Dupré",http://arxiv.org/pdf/1608.02450v1,No journal ref found,none,cs.AI,Summary16386,1608.02659v1,2016-08-08T23:48:19Z,Mouse Movement and Probabilistic Graphical Models Based E-Learning Activity Recognition Improvement Possibilistic Model,"Anis Elbahi, Mohamed Nazih Omri, Mohamed Ali Mahjoub, Kamel Garrouch",http://arxiv.org/pdf/1608.02659v1,No journal ref found,none,cs.AI,Summary16387,1608.02682v2,2016-08-09T03:07:50Z,Exact Structure Learning of Bayesian Networks by Optimal Path Extension,"Subhadeep Karan, Jaroslaw Zola",http://arxiv.org/pdf/1608.02682v2,No journal ref found,none,cs.AI,Summary16388,1608.02763v1,2016-08-09T11:13:46Z,Resolving Spatial-Time Conflicts In A Set Of Any-angle Or Angle-constrained Grid Paths,"Konstantin Yakovlev, Anton Andreychuk",http://arxiv.org/pdf/1608.02763v1,No journal ref found,none,cs.AI,Summary16389,1608.03824v1,2016-08-12T15:29:05Z,Perceptual Reward Functions,"Ashley Edwards, Charles Isbell, Atsuo Takanishi",http://arxiv.org/pdf/1608.03824v1,No journal ref found,none,cs.AI,Summary16390,1608.04672v1,2016-08-15T16:51:38Z,Informal Physical Reasoning Processes,Kurt Ammon,http://arxiv.org/pdf/1608.04672v1,No journal ref found,none,cs.AI,Summary16391,1608.04996v1,2016-08-17T15:20:35Z,Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies,"Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar",http://arxiv.org/pdf/1608.04996v1,29th Annual Conference on Learning Theory (2016) 1639--1642,none,cs.AI,Summary16392,1608.05046v1,2016-08-17T18:59:23Z,Practical optimal experiment design with probabilistic programs,"Long Ouyang, Michael Henry Tessler, Daniel Ly, Noah Goodman",http://arxiv.org/pdf/1608.05046v1,No journal ref found,none,cs.AI,Summary16393,1608.05151v1,2016-08-18T01:21:27Z,Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation,Harm van Seijen,http://arxiv.org/pdf/1608.05151v1,No journal ref found,none,cs.AI,Summary16394,1608.05609v1,2016-08-19T14:19:21Z,Implementing a Relevance Tracker Module,"Joachim Jansen, Jo Devriendt, Bart Bogaerts, Gerda Janssens, Marc Denecker",http://arxiv.org/pdf/1608.05609v1,No journal ref found,none,cs.AI,Summary16395,1608.05694v1,2016-08-19T18:50:21Z,"The languages of actions, formal grammars and qualitive modeling of companies",Vladislav B Kovchegov,http://arxiv.org/pdf/1608.05694v1,No journal ref found,none,cs.AI,Summary16396,1608.06175v1,2016-08-17T20:43:56Z,Effectiveness of greedily collecting items in open world games,Andrej Gajduk,http://arxiv.org/pdf/1608.06175v1,No journal ref found,none,cs.AI,Summary16397,1608.06349v1,2016-08-23T00:40:27Z,Five dimensions of reasoning in the wild,Don Perlis,http://arxiv.org/pdf/1608.06349v1,No journal ref found,none,cs.AI,Summary16398,1608.06787v1,2016-08-24T12:01:36Z,Expressibility of norms in temporal logic,"Natasha Alechina, Mehdi Dastani, Brian Logan",http://arxiv.org/pdf/1608.06787v1,No journal ref found,none,cs.AI,Summary16399,1608.06845v1,2016-08-24T14:44:33Z,Effect of Incomplete Meta-dataset on Average Ranking Method,"Salisu Mamman Abdulrahman, Pavel Brazdil",http://arxiv.org/pdf/1608.06845v1,No journal ref found,none,cs.AI,Summary16400,1608.06910v2,2016-08-24T18:18:08Z,"A Parallel Memory-efficient Epistemic Logic Program Solver: Harder, Better, Faster","Patrick Thor Kahl, Anthony P. Leclerc, Tran Cao Son",http://arxiv.org/pdf/1608.06910v2,No journal ref found,none,cs.AI,Summary16401,1608.06954v1,2016-08-24T20:11:14Z,State Duration and Interval Modeling in Hidden Semi-Markov Model for Sequential Data Analysis,"Hiromi Narimatsu, Hiroyuki Kasai",http://arxiv.org/pdf/1608.06954v1,No journal ref found,none,cs.AI,Summary16402,1608.07223v1,2016-08-23T15:31:36Z,Is a good offensive always the best defense?,"J. Quetzalcóatl Toledo-Marín, Rogelio Díaz-Méndez, Marcelo del Castillo Mussot",http://arxiv.org/pdf/1608.07223v1,No journal ref found,none,cs.AI,Summary16403,1608.07225v1,2016-08-23T14:55:43Z,On Simulated Annealing Dedicated to Maximin Latin Hypercube Designs,"Pierre Bergé, Kaourintin Le Guiban, Arpad Rimmel, Joanna Tomasik",http://arxiv.org/pdf/1608.07225v1,No journal ref found,none,cs.AI,Summary16404,1608.07764v1,2016-08-28T04:18:39Z,The Movie Graph Argument Revisited,Russell K. Standish,http://arxiv.org/pdf/1608.07764v1,No journal ref found,none,cs.AI,Summary16405,1608.07846v1,2016-08-28T19:51:31Z,Data Analytics using Ontologies of Management Theories: Towards Implementing From Theory to Practice,"Henry M. Kim, Jackie Ho Nam Cheung, Marek Laskowski, Iryna Gel",http://arxiv.org/pdf/1608.07846v1,No journal ref found,none,cs.AI,Summary16406,1608.08015v1,2016-08-29T12:07:04Z,Event Selection Rules to Compute Explanations,"Charles Prudhomme, Xavier Lorca, Narendra Jussien",http://arxiv.org/pdf/1608.08015v1,No journal ref found,none,cs.AI,Summary16407,1608.08028v1,2016-08-29T12:43:42Z,From Deterministic ODEs to Dynamic Structural Causal Models,"Paul K. Rubenstein, Stephan Bongers, Joris M. Mooij, Bernhard Schoelkopf",http://arxiv.org/pdf/1608.08028v1,No journal ref found,none,cs.AI,Summary16408,1608.08072v1,2016-08-26T05:53:07Z,A Novel Approach to Multimedia Ontology Engineering for Automated Reasoning over Audiovisual LOD Datasets,Leslie F. Sikos,http://arxiv.org/pdf/1608.08072v1,No journal ref found,none,cs.AI,Summary16409,1608.08144v1,2016-08-29T16:59:43Z,Achievements in Answer Set Programming (Preliminary Report),Vladimir Lifschitz,http://arxiv.org/pdf/1608.08144v1,No journal ref found,none,cs.AI,Summary16410,1608.08262v1,2016-08-29T21:58:07Z,Vicious Circle Principle and Formation of Sets in ASP Based Languages,"Michael Gelfond, Yuanlin Zhang",http://arxiv.org/pdf/1608.08262v1,No journal ref found,none,cs.AI,Summary16411,1608.08447v1,2016-08-30T13:47:41Z,BreakID: Static Symmetry Breaking for ASP (System Description),"Jo Devriendt, Bart Bogaerts",http://arxiv.org/pdf/1608.08447v1,No journal ref found,none,cs.AI,Summary16412,1609.00030v1,2016-08-31T20:38:30Z,PDDL+ Planning via Constraint Answer Set Programming,"Marcello Balduccini, Daniele Magazzeni, Marco Maratea",http://arxiv.org/pdf/1609.00030v1,No journal ref found,none,cs.AI,Summary16413,1609.00462v1,2016-09-02T04:03:22Z,A case study of algorithm selection for the traveling thief problem,"Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter",http://arxiv.org/pdf/1609.00462v1,No journal ref found,none,cs.AI,Summary16414,1609.00759v1,2016-09-02T22:20:05Z,A MIP Backend for the IDP System,"San Pham, Jo Devriendt, Maurice Bruynooghe, Patrick De Causmaecker",http://arxiv.org/pdf/1609.00759v1,No journal ref found,none,cs.AI,Summary16415,1609.01995v2,2016-09-07T14:27:56Z,Unifying task specification in reinforcement learning,Martha White,http://arxiv.org/pdf/1609.01995v2,No journal ref found,none,cs.AI,Summary16416,1609.02139v1,2016-09-07T13:31:21Z,Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem,"Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard",http://arxiv.org/pdf/1609.02139v1,No journal ref found,none,cs.AI,Summary16417,1609.02236v2,2016-09-08T00:57:19Z,Latent Dependency Forest Models,"Shanbo Chu, Yong Jiang, Kewei Tu",http://arxiv.org/pdf/1609.02236v2,No journal ref found,none,cs.AI,Summary16418,1609.02584v1,2016-09-08T20:48:32Z,Towards Better Response Times and Higher-Quality Queries in Interactive Knowledge Base Debugging,Patrick Rodler,http://arxiv.org/pdf/1609.02584v1,No journal ref found,none,cs.AI,Summary16419,1609.02646v1,2016-09-09T03:13:55Z,Some Advances in Role Discovery in Graphs,"Sean Gilpin, Chia-Tung Kuo, Tina Eliassi-Rad, Ian Davidson",http://arxiv.org/pdf/1609.02646v1,No journal ref found,none,cs.AI,Summary16420,1609.03145v1,2016-09-11T10:14:18Z,Relational Models,"Volker Tresp, Maximilian Nickel",http://arxiv.org/pdf/1609.03145v1,No journal ref found,none,cs.AI,Summary16421,1609.03250v1,2016-09-12T02:12:13Z,DESPOT: Online POMDP Planning with Regularization,"Nan Ye, Adhiraj Somani, David Hsu, Wee Sun Lee",http://arxiv.org/pdf/1609.03250v1,No journal ref found,none,cs.AI,Summary16422,1609.03765v1,2016-09-13T11:08:23Z,Graph Aggregation,"Ulle Endriss, Umberto Grandi",http://arxiv.org/pdf/1609.03765v1,No journal ref found,none,cs.AI,Summary16423,1609.03847v1,2016-09-13T14:17:32Z,Instrumenting an SMT Solver to Solve Hybrid Network Reachability Problems,"Daniel Bryce, Sergiy Bogomolov, Alexander Heinz, Christian Schilling",http://arxiv.org/pdf/1609.03847v1,No journal ref found,none,cs.AI,Summary16424,1609.04648v1,2016-09-14T10:13:42Z,Sequencing Chess,"A. Atashpendar, T. Schilling, Th. Voigtmann",http://arxiv.org/pdf/1609.04648v1,No journal ref found,none,cs.AI,Summary16425,1609.04879v1,2016-09-15T22:40:29Z,"NPCs as People, Too: The Extreme AI Personality Engine","Jeffrey Georgeson, Christopher Child",http://arxiv.org/pdf/1609.04879v1,No journal ref found,none,cs.AI,Summary16426,1609.05140v2,2016-09-16T17:05:55Z,The Option-Critic Architecture,"Pierre-Luc Bacon, Jean Harb, Doina Precup",http://arxiv.org/pdf/1609.05140v2,No journal ref found,none,cs.AI,Summary16427,1609.05170v1,2016-09-16T18:33:20Z,Should Terminology Principles be re-examined?,Christophe Roche,http://arxiv.org/pdf/1609.05170v1,No journal ref found,none,cs.AI,Summary16428,1609.05224v1,2016-08-25T20:51:07Z,Prioritised Default Logic as Argumentation with Partial Order Default Priorities,"Anthony P. Young, Sanjay Modgil, Odinaldo Rodrigues",http://arxiv.org/pdf/1609.05224v1,No journal ref found,none,cs.AI,Summary16429,1609.05566v1,2016-09-18T23:16:14Z,Label-Free Supervision of Neural Networks with Physics and Domain Knowledge,"Russell Stewart, Stefano Ermon",http://arxiv.org/pdf/1609.05566v1,No journal ref found,none,cs.AI,Summary16430,1609.05616v2,2016-09-19T07:28:43Z,Poset-based Triangle: An Improved Alternative for Bilattice-based Triangle,"Kumar Sankar Ray, Sandip Paul, Diganta Saha",http://arxiv.org/pdf/1609.05616v2,No journal ref found,none,cs.AI,Summary16431,1609.05632v1,2016-09-19T08:31:18Z,On the adoption of abductive reasoning for time series interpretation,"Tomás Teijeiro, Paulo Félix",http://arxiv.org/pdf/1609.05632v1,No journal ref found,none,cs.AI,Summary16432,1609.05705v1,2016-09-19T13:13:19Z,TODIM and TOPSIS with Z-numbers,"R. A. Krohling, Artem dos Santos, A. G. C. Pacheco",http://arxiv.org/pdf/1609.05705v1,No journal ref found,none,cs.AI,Summary16433,1609.06375v1,2016-09-20T22:31:38Z,A Theory of Interactive Debugging of Knowledge Bases in Monotonic Logics,Patrick Rodler,http://arxiv.org/pdf/1609.06375v1,No journal ref found,none,cs.AI,Summary16434,1609.06953v1,2016-09-20T11:26:46Z,The Digital Synaptic Neural Substrate: Size and Quality Matters,Azlan Iqbal,http://arxiv.org/pdf/1609.06953v1,No journal ref found,none,cs.AI,Summary16435,1609.07102v1,2016-09-22T18:37:12Z,NdFluents: A Multi-dimensional Contexts Ontology,"José M. Giménez-García, Antoine Zimmermann, Pierre Maret",http://arxiv.org/pdf/1609.07102v1,No journal ref found,none,cs.AI,Summary16436,1609.07772v1,2016-09-25T16:48:16Z,"Commonsense reasoning, commonsense knowledge, and the SP theory of intelligence",J Gerard Wolff,http://arxiv.org/pdf/1609.07772v1,No journal ref found,none,cs.AI,Summary16437,1609.08439v2,2016-09-16T14:07:28Z,Model-based Test Generation for Robotic Software: Automata versus Belief-Desire-Intention Agents,"Dejanira Araiza-Illan, Anthony G. Pipe, Kerstin Eder",http://arxiv.org/pdf/1609.08439v2,No journal ref found,none,cs.AI,Summary16438,1609.08470v1,2016-09-26T15:09:29Z,A computer program for simulating time travel and a possible solution for the grandfather paradox,Doron Friedman,http://arxiv.org/pdf/1609.08470v1,No journal ref found,none,cs.AI,Summary16439,1609.08524v1,2016-09-27T16:42:30Z,UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS,"Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati",http://arxiv.org/pdf/1609.08524v1,No journal ref found,none,cs.AI,Summary16440,1609.08925v1,2016-09-26T19:06:11Z,"Global Constraint Catalog, Volume II, Time-Series Constraints","Ekaterina Arafailova, Nicolas Beldiceanu, Rémi Douence, Mats Carlsson, Pierre Flener, María Andreína Francisco Rodríguez, Justin Pearson, Helmut Simonis",http://arxiv.org/pdf/1609.08925v1,No journal ref found,none,cs.AI,Summary16441,1609.09253v1,2016-09-29T08:37:48Z,Heuristic with elements of tabu search for Truck and Trailer Routing Problem,Ivan S. Grechikhin,http://arxiv.org/pdf/1609.09253v1,No journal ref found,none,cs.AI,Summary16442,1609.09748v1,2016-09-30T14:23:42Z,Characterization of experts in crowdsourcing platforms,"Amal Ben Rjab, Mouloud Kharoune, Zoltan Miklos, Arnaud Martin",http://arxiv.org/pdf/1609.09748v1,No journal ref found,none,cs.AI,Summary16443,1610.00378v2,2016-10-03T00:47:51Z,Improving Accuracy and Scalability of the PC Algorithm by Maximizing P-value,Joseph Ramsey,http://arxiv.org/pdf/1610.00378v2,No journal ref found,none,cs.AI,Summary16444,1610.00442v1,2016-10-03T08:30:47Z,A Probability Distribution Strategy with Efficient Clause Selection for Hard Max-SAT Formulas,"Sixue Liu, Yulong Ceng, Gerard de Melo",http://arxiv.org/pdf/1610.00442v1,No journal ref found,none,cs.AI,Summary16445,1610.00689v2,2016-10-03T19:35:30Z,Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery,"Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert B. van Dover, John Gregoire, Carla P. Gomes",http://arxiv.org/pdf/1610.00689v2,No journal ref found,none,cs.AI,Summary16446,1610.00946v1,2016-10-04T12:29:05Z,Micro-Data Learning: The Other End of the Spectrum,Jean-Baptiste Mouret,http://arxiv.org/pdf/1610.00946v1,"ERCIM News, ERCIM, 2016, pp.2",none,cs.AI,Summary16447,1610.01085v1,2016-10-04T16:52:03Z,Towards the Design of Prospect-Theory based Human Decision Rules for Hypothesis Testing,"V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney",http://arxiv.org/pdf/1610.01085v1,No journal ref found,none,cs.AI,Summary16448,1610.01381v1,2016-10-05T12:14:57Z,The Predictive Context Tree: Predicting Contexts and Interactions,"Alasdair Thomason, Nathan Griffiths, Victor Sanchez",http://arxiv.org/pdf/1610.01381v1,No journal ref found,none,cs.AI,Summary16449,1610.01525v1,2016-10-05T16:56:02Z,Lifted Message Passing for the Generalized Belief Propagation,Udi Apsel,http://arxiv.org/pdf/1610.01525v1,No journal ref found,none,cs.AI,Summary16450,1610.02293v1,2016-10-07T14:06:40Z,Learning Macro-actions for State-Space Planning,"Sandra Castellanos-Paez, Damien Pellier, Humbert Fiorino, Sylvie Pesty",http://arxiv.org/pdf/1610.02293v1,No journal ref found,none,cs.AI,Summary16451,1610.02591v2,2016-10-08T22:32:35Z,Solving Marginal MAP Problems with NP Oracles and Parity Constraints,"Yexiang Xue, Zhiyuan Li, Stefano Ermon, Carla P. Gomes, Bart Selman",http://arxiv.org/pdf/1610.02591v2,No journal ref found,none,cs.AI,Summary16452,1610.02707v1,2016-10-09T19:08:36Z,Multi-Objective Deep Reinforcement Learning,"Hossam Mossalam, Yannis M. Assael, Diederik M. Roijers, Shimon Whiteson",http://arxiv.org/pdf/1610.02707v1,No journal ref found,none,cs.AI,Summary16453,1610.02847v1,2016-10-10T11:01:32Z,Situational Awareness by Risk-Conscious Skills,"Daniel J. Mankowitz, Aviv Tamar, Shie Mannor",http://arxiv.org/pdf/1610.02847v1,No journal ref found,none,cs.AI,Summary16454,1610.03024v2,2016-10-10T18:45:41Z,ABA+: Assumption-Based Argumentation with Preferences,"Kristijonas Čyras, Francesca Toni",http://arxiv.org/pdf/1610.03024v2,No journal ref found,none,cs.AI,Summary16455,1610.03573v1,2016-10-12T01:34:34Z,A Chain-Detection Algorithm for Two-Dimensional Grids,"Paul Bonham, Azlan Iqbal",http://arxiv.org/pdf/1610.03573v1,No journal ref found,none,cs.AI,Summary16456,1610.04028v1,2016-10-13T11:18:02Z,"A fuzzy expert system for earthquake prediction, case study: the Zagros range","Arash Andalib, Mehdi Zare, Farid Atry",http://arxiv.org/pdf/1610.04028v1,No journal ref found,none,cs.AI,Summary16457,1610.04073v1,2016-10-06T08:34:15Z,Improved Knowledge Base Completion by Path-Augmented TransR Model,"Wenhao Huang, Ge Li, Zhi Jin",http://arxiv.org/pdf/1610.04073v1,No journal ref found,none,cs.AI,Summary16458,1610.04964v1,2016-10-17T03:29:42Z,Improvements in Sub-optimal Solving of the $(N^2-1)$-Puzzle via Joint Relocation of Pebbles and its Applications to Rule-based Cooperative Path-Finding,"Pavel Surynek, Petr Michalík",http://arxiv.org/pdf/1610.04964v1,No journal ref found,none,cs.AI,Summary16459,1610.05402v1,2016-10-18T02:01:16Z,VRPBench: A Vehicle Routing Benchmark Tool,"Guilherme A. Zeni, Mauro Menzori, P. S. Martins, Luis A. A. Meira",http://arxiv.org/pdf/1610.05402v1,No journal ref found,none,cs.AI,Summary16460,1610.05452v1,2016-10-18T06:42:45Z,Makespan Optimal Solving of Cooperative Path-Finding via Reductions to Propositional Satisfiability,Pavel Surynek,http://arxiv.org/pdf/1610.05452v1,No journal ref found,none,cs.AI,Summary16461,1610.05556v1,2016-10-18T12:07:03Z,Identifiability and Transportability in Dynamic Causal Networks,"Gilles Blondel, Marta Arias, Ricard Gavaldà",http://arxiv.org/pdf/1610.05556v1,No journal ref found,none,cs.AI,Summary16462,1610.06009v1,2016-09-26T16:36:39Z,Constrained Cohort Intelligence using Static and Dynamic Penalty Function Approach for Mechanical Components Design,"Omkar Kulkarni, Ninad Kulkarni, Anand J Kulkarni, Ganesh Kakandikar",http://arxiv.org/pdf/1610.06009v1,No journal ref found,none,cs.AI,Summary16463,1610.06473v1,2016-10-20T16:02:59Z,Generalized Interval-valued OWA Operators with Interval Weights Derived from Interval-valued Overlap Functions,"Benjamin Bedregal, Humberto Bustince, Eduardo Palmeira, Graçaliz Pereira Dimuro, Javier Fernandez",http://arxiv.org/pdf/1610.06473v1,No journal ref found,none,cs.AI,Summary16464,1610.06490v1,2016-10-20T16:30:25Z,An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering,"Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko",http://arxiv.org/pdf/1610.06490v1,"I.J. Modern Education and Computer Science, 2016, 5, 12-18",none,cs.AI,Summary16465,1610.06912v2,2016-10-21T19:49:19Z,KGEval: Estimating Accuracy of Automatically Constructed Knowledge Graphs,"Prakhar Ojha, Partha Talukdar",http://arxiv.org/pdf/1610.06912v2,No journal ref found,none,cs.AI,Summary16466,1610.07045v1,2016-10-22T13:17:28Z,p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data,"Julie Yixuan Zhu, Chao Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng",http://arxiv.org/pdf/1610.07045v1,No journal ref found,none,cs.AI,Summary16467,1610.07388v2,2016-10-24T12:37:36Z,Characterization of an inconsistency measure for pairwise comparison matrices,László Csató,http://arxiv.org/pdf/1610.07388v2,No journal ref found,none,cs.AI,Summary16468,1610.07505v1,2016-10-24T17:43:34Z,Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition,"Ahmed M. Alaa, Mihaela van der Schaar",http://arxiv.org/pdf/1610.07505v1,No journal ref found,none,cs.AI,Summary16469,1610.07862v2,2016-10-24T02:15:46Z,Intelligence in Artificial Intelligence,Shoumen Palit Austin Datta,http://arxiv.org/pdf/1610.07862v2,No journal ref found,none,cs.AI,Summary16470,1610.07989v1,2016-10-25T17:58:54Z,Process Discovery using Inductive Miner and Decomposition,Raji Ghawi,http://arxiv.org/pdf/1610.07989v1,No journal ref found,none,cs.AI,Summary16471,1610.08222v1,2016-10-26T08:01:27Z,A self-tuning Firefly algorithm to tune the parameters of Ant Colony System (ACSFA),"M. K. A. Ariyaratne, T. G. I. Fernando, S. Weerakoon",http://arxiv.org/pdf/1610.08222v1,No journal ref found,none,cs.AI,Summary16472,1610.08602v1,2016-10-27T03:48:33Z,"A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications","Iuliia Kotseruba, Oscar J. Avella Gonzalez, John K. Tsotsos",http://arxiv.org/pdf/1610.08602v1,No journal ref found,none,cs.AI,Summary16473,1610.08640v1,2016-10-27T07:05:54Z,Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm,"Marti Luis, Fansi-Tchango Arsene, Navarro Laurent, Marc Schoenauer",http://arxiv.org/pdf/1610.08640v1,"Parallel Problem Solving from Nature -- PPSN XIV, Sep 2016, Edinburgh, France. Springer Verlag, 9921, pp.697-706, 2016, LNCS",none,cs.AI,Summary16474,1610.08853v1,2016-10-27T15:54:04Z,Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes,"Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar",http://arxiv.org/pdf/1610.08853v1,No journal ref found,none,cs.AI,Summary16475,1610.09064v3,2016-10-28T02:55:14Z,Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration,"Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz",http://arxiv.org/pdf/1610.09064v3,No journal ref found,none,cs.AI,Summary16476,1610.09372v1,2016-10-29T10:35:53Z,Selfishness as the most probable selection for higher efficiency,Rasoul Kheiri,http://arxiv.org/pdf/1610.09372v1,No journal ref found,none,cs.AI,Summary16477,1611.00183v1,2016-11-01T11:22:26Z,Local Subspace-Based Outlier Detection using Global Neighbourhoods,"Bas van Stein, Matthijs van Leeuwen, Thomas Bäck",http://arxiv.org/pdf/1611.00183v1,No journal ref found,none,cs.AI,Summary16478,1611.00549v1,2016-11-02T11:23:54Z,Inferring Coupling of Distributed Dynamical Systems via Transfer Entropy,"Oliver M. Cliff, Mikhail Prokopenko, Robert Fitch",http://arxiv.org/pdf/1611.00549v1,No journal ref found,none,cs.AI,Summary16479,1611.00576v1,2016-10-30T15:10:55Z,Strong Neutrosophic Graphs and Subgraph Topological Subspaces,"W. B. Vasantha Kandasamy, Ilanthenral K, Florentin Smarandache",http://arxiv.org/pdf/1611.00576v1,No journal ref found,none,cs.AI,Summary16480,1611.00685v1,2016-11-02T17:02:14Z,A Framework for Searching for General Artificial Intelligence,"Marek Rosa, Jan Feyereisl, The GoodAI Collective",http://arxiv.org/pdf/1611.00685v1,No journal ref found,none,cs.AI,Summary16481,1611.01080v1,2016-11-03T16:31:32Z,Probabilistic Modeling of Progressive Filtering,Giuliano Armano,http://arxiv.org/pdf/1611.01080v1,No journal ref found,none,cs.AI,Summary16482,1611.02154v1,2016-11-04T04:40:23Z,Bayesian Non-parametric model to Target Gamification Notifications Using Big Data,"Meisam Hejazi Nia, Brian Ratchford",http://arxiv.org/pdf/1611.02154v1,No journal ref found,none,cs.AI,Summary16483,1611.02439v1,2016-11-08T09:17:08Z,Proceedings of the First International Workshop on Argumentation in Logic Programming and Non-Monotonic Reasoning (Arg-LPNMR 2016),"Sarah Alice Gaggl, Juan Carlos Nieves, Hannes Strass",http://arxiv.org/pdf/1611.02439v1,No journal ref found,none,cs.AI,Summary16484,1611.02453v1,2016-11-08T09:52:54Z,The Data Complexity of Description Logic Ontologies,"Carsten Lutz, Frank Wolter",http://arxiv.org/pdf/1611.02453v1,No journal ref found,none,cs.AI,Summary16485,1611.02646v1,2016-11-08T18:26:24Z,On interestingness measures of formal concepts,"Sergei O. Kuznetsov, Tatiana Makhalova",http://arxiv.org/pdf/1611.02646v1,No journal ref found,none,cs.AI,Summary16486,1611.02885v1,2016-11-09T10:56:42Z,Encoding monotonic multi-set preferences using CI-nets: preliminary report,"Martin Diller, Anthony Hunter",http://arxiv.org/pdf/1611.02885v1,No journal ref found,none,cs.AI,Summary16487,1611.03398v1,2016-11-10T17:00:56Z,XCSP3: An Integrated Format for Benchmarking Combinatorial Constrained Problems,"Frederic Boussemart, Christophe Lecoutre, Cédric Piette",http://arxiv.org/pdf/1611.03398v1,No journal ref found,none,cs.AI,Summary16488,1611.03977v2,2016-11-12T09:25:38Z,A Review on Algorithms for Constraint-based Causal Discovery,"Kui Yu, Jiuyong Li, Lin Liu",http://arxiv.org/pdf/1611.03977v2,No journal ref found,none,cs.AI,Summary16489,1611.04146v2,2016-11-13T15:38:32Z,Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge,"Quan Liu, Hui Jiang, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu",http://arxiv.org/pdf/1611.04146v2,No journal ref found,none,cs.AI,Summary16490,1611.04363v1,2016-11-14T12:46:24Z,Learning for Expertise Matching with Declination Prediction,"Yujie Qian, Jie Tang",http://arxiv.org/pdf/1611.04363v1,No journal ref found,none,cs.AI,Summary16491,1611.05190v1,2016-11-16T09:13:26Z,Driving CDCL Search,"Carmine Dodaro, Philip Gasteiger, Nicola Leone, Benjamin Musitsch, Francesco Ricca, Konstantin Schekotihin",http://arxiv.org/pdf/1611.05190v1,No journal ref found,none,cs.AI,Summary16492,1611.05735v1,2016-11-17T15:28:14Z,Optimal Dynamic Coverage Infrastructure for Large-Scale Fleets of Reconnaissance UAVs,"Yaniv Altshuler, Alex Pentland, Shlomo Bekhor, Yoram Shiftan, Alfred Bruckstein",http://arxiv.org/pdf/1611.05735v1,No journal ref found,none,cs.AI,Summary16493,1611.05740v1,2016-11-17T15:36:31Z,Fast Non-Parametric Tests of Relative Dependency and Similarity,"Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blashcko",http://arxiv.org/pdf/1611.05740v1,No journal ref found,none,cs.AI,Summary16494,1611.06108v1,2016-11-17T18:39:44Z,Navigational Rule Derivation: An algorithm to determine the effect of traffic signs on road networks,"Daniil Galaktionov, Miguel R. Luaces, Ángeles S. Places",http://arxiv.org/pdf/1611.06108v1,Proceeding of the 20th Pacific Asia Conference on Information Systems (PACIS 2016). Association for Information Systems. AIS Electronic Library (AISeL). Paper 94. ISBN: 9789860491029,none,cs.AI,Summary16495,1611.06174v1,2016-11-18T17:51:56Z,Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended Abstract),"Ondrej Kuzelka, Jesse Davis, Steven Schockaert",http://arxiv.org/pdf/1611.06174v1,No journal ref found,none,cs.AI,Summary16496,1611.07478v3,2016-11-22T19:30:28Z,An unexpected unity among methods for interpreting model predictions,"Scott Lundberg, Su-In Lee",http://arxiv.org/pdf/1611.07478v3,No journal ref found,none,cs.AI,Summary16497,1611.08037v1,2016-11-24T00:07:56Z,A Spatio-Temporal Representation for the Orienteering Problem with Time-Varying Profits,"Zhibei Ma, Kai Yin, Lantao Liu, Gaurav S. Sukhatme",http://arxiv.org/pdf/1611.08037v1,No journal ref found,none,cs.AI,Summary16498,1611.08103v1,2016-11-24T09:06:57Z,Double-quantitative $γ^{\ast}-$fuzzy coverings approximation operators,Guangming Lang,http://arxiv.org/pdf/1611.08103v1,No journal ref found,none,cs.AI,Summary16499,1611.08219v1,2016-11-24T15:23:48Z,The Off-Switch Game,"Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel, Stuart Russell",http://arxiv.org/pdf/1611.08219v1,No journal ref found,none,cs.AI,Summary16500,1611.08374v1,2016-11-25T08:13:51Z,Decision Support Systems in Fisheries and Aquaculture: A systematic review,"Bjørn Magnus Mathisen, Peter Haro, Bård Hanssen, Sara Björk, Ståle Walderhaug",http://arxiv.org/pdf/1611.08374v1,No journal ref found,none,cs.AI,Summary16501,1611.08499v1,2016-11-16T07:09:16Z,An Analysis of Tournament Structure,"Nhien Pham Hoang Bao, Hiroyuki Iida",http://arxiv.org/pdf/1611.08499v1,No journal ref found,none,cs.AI,Summary16502,1611.08555v1,2016-11-23T19:16:49Z,New Trends in Neutrosophic Theory and Applications,"Florentin Smarandache, Surapati Pramanik",http://arxiv.org/pdf/1611.08555v1,"Pons asbl, Brussels, 2016",none,cs.AI,Summary16503,1611.08572v2,2016-11-25T20:04:17Z,Bipolar Weighted Argumentation Graphs,"Till Mossakowski, Fabian Neuhaus",http://arxiv.org/pdf/1611.08572v2,No journal ref found,none,cs.AI,Summary16504,1611.08908v1,2016-11-27T20:43:27Z,"""Model and Run"" Constraint Networks with a MILP Engine",Thierry Petit,http://arxiv.org/pdf/1611.08908v1,No journal ref found,none,cs.AI,Summary16505,1611.08944v1,2016-11-28T00:36:40Z,Nonparametric General Reinforcement Learning,Jan Leike,http://arxiv.org/pdf/1611.08944v1,No journal ref found,none,cs.AI,Summary16506,1611.09351v3,2016-11-26T22:31:02Z,Adams Conditioning and Likelihood Ratio Transfer Mediated Inference,Jan A. Bergstra,http://arxiv.org/pdf/1611.09351v3,No journal ref found,none,cs.AI,Summary16507,1612.00092v1,2016-12-01T00:49:19Z,Computer Assisted Composition with Recurrent Neural Networks,"Christian Walder, Dongwoo Kim",http://arxiv.org/pdf/1612.00092v1,No journal ref found,none,cs.AI,Summary16508,1612.00094v1,2016-12-01T00:55:23Z,Optimizing Quantiles in Preference-based Markov Decision Processes,"Hugo Gilbert, Paul Weng, Yan Xu",http://arxiv.org/pdf/1612.00094v1,No journal ref found,none,cs.AI,Summary16509,1612.00104v1,2016-12-01T01:21:21Z,Robust Optimization for Tree-Structured Stochastic Network Design,"Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein",http://arxiv.org/pdf/1612.00104v1,No journal ref found,none,cs.AI,Summary16510,1612.00240v1,2016-12-01T13:33:03Z,An Evaluation of Models for Runtime Approximation in Link Discovery,"Kleanthi Georgala, Micheal Hoffmann, Axel-Cyrille Ngonga Ngomo",http://arxiv.org/pdf/1612.00240v1,No journal ref found,none,cs.AI,Summary16511,1612.00742v1,2016-11-30T07:53:15Z,Comparison of the COG Defuzzification Technique and Its Variations to the GPA Index,Michael Gr. Voskoglou,http://arxiv.org/pdf/1612.00742v1,"American Journal of Computational and Applied Mathematics, 6(5), 187-193, 2016",none,cs.AI,Summary16512,1612.00916v1,2016-12-03T02:57:36Z,A Matrix Splitting Perspective on Planning with Options,"Pierre-Luc Bacon, Doina Precup",http://arxiv.org/pdf/1612.00916v1,No journal ref found,none,cs.AI,Summary16513,1612.01120v3,2016-12-04T13:51:55Z,The Complexity of Bayesian Networks Specified by Propositional and Relational Languages,"Fabio Gagliardi Cozman, Denis Deratani Mauá",http://arxiv.org/pdf/1612.01120v3,No journal ref found,none,cs.AI,Summary16514,1612.01608v1,2016-12-06T00:46:57Z,"AI Researchers, Video Games Are Your Friends!",Julian Togelius,http://arxiv.org/pdf/1612.01608v1,No journal ref found,none,cs.AI,Summary16515,1612.01691v1,2016-12-06T07:46:41Z,Fleet Size and Mix Split-Delivery Vehicle Routing,"Arthur Mahéo, Tommaso Urli, Philip Kilby",http://arxiv.org/pdf/1612.01691v1,No journal ref found,none,cs.AI,Summary16516,1612.01857v2,2016-12-05T08:53:16Z,On a Well-behaved Relational Generalisation of Rough Set Approximations,Alexa Gopaulsingh,http://arxiv.org/pdf/1612.01857v2,No journal ref found,none,cs.AI,Summary16517,1612.01941v1,2016-12-06T18:32:40Z,Coactive Critiquing: Elicitation of Preferences and Features,"Stefano Teso, Paolo Dragone, Andrea Passerini",http://arxiv.org/pdf/1612.01941v1,No journal ref found,none,cs.AI,Summary16518,1612.02088v3,2016-12-07T01:17:26Z,Effect of Reward Function Choices in MDPs with Value-at-Risk,"Shuai Ma, Jia Yuan Yu",http://arxiv.org/pdf/1612.02088v3,No journal ref found,none,cs.AI,Summary16519,1612.02255v1,2016-12-07T14:10:56Z,Knowledge Representation in Graphs using Convolutional Neural Networks,Armando Vieira,http://arxiv.org/pdf/1612.02255v1,No journal ref found,none,cs.AI,Summary16520,1612.02587v1,2016-12-08T10:34:16Z,"Inverses, Conditionals and Compositional Operators in Separative Valuation Algebra",Juerg Kohlas,http://arxiv.org/pdf/1612.02587v1,No journal ref found,none,cs.AI,Summary16521,1612.02757v1,2016-12-08T18:25:31Z,Hierarchy through Composition with Linearly Solvable Markov Decision Processes,"Andrew M. Saxe, Adam Earle, Benjamin Rosman",http://arxiv.org/pdf/1612.02757v1,No journal ref found,none,cs.AI,Summary16522,1612.02904v1,2016-12-09T04:02:34Z,GOTM: a Goal-oriented Framework for Capturing Uncertainty of Medical Treatments,"Davoud Mougouei, David Powers",http://arxiv.org/pdf/1612.02904v1,No journal ref found,none,cs.AI,Summary16523,1612.03055v1,2016-12-09T15:25:03Z,Measuring Adverse Drug Effects on Multimorbity using Tractable Bayesian Networks,"Jessa Bekker, Arjen Hommersom, Martijn Lappenschaar, Jesse Davis",http://arxiv.org/pdf/1612.03055v1,No journal ref found,none,cs.AI,Summary16524,1612.03353v1,2016-12-10T22:38:42Z,FOCA: A Methodology for Ontology Evaluation,"Judson Bandeira, Ig Ibert Bittencourt, Patricia Espinheira, Seiji Isotani",http://arxiv.org/pdf/1612.03353v1,No journal ref found,none,cs.AI,Summary16525,1612.03801v2,2016-12-12T17:32:49Z,DeepMind Lab,"Charles Beattie, Joel Z. Leibo, Denis Teplyashin, Tom Ward, Marcus Wainwright, Heinrich Küttler, Andrew Lefrancq, Simon Green, Víctor Valdés, Amir Sadik, Julian Schrittwieser, Keith Anderson, Sarah York, Max Cant, Adam Cain, Adrian Bolton, Stephen Gaffney, Helen King, Demis Hassabis, Shane Legg, Stig Petersen",http://arxiv.org/pdf/1612.03801v2,No journal ref found,none,cs.AI,Summary16526,1612.04469v1,2016-12-14T03:21:32Z,Web-based Argumentation,Kenrick,http://arxiv.org/pdf/1612.04469v1,No journal ref found,none,cs.AI,Summary16527,1612.04791v3,2016-12-14T20:15:36Z,Scalable Computation of Optimized Queries for Sequential Diagnosis,"Patrick Rodler, Wolfgang Schmid, Kostyantyn Shchekotykhin",http://arxiv.org/pdf/1612.04791v3,No journal ref found,none,cs.AI,Summary16528,1612.04876v1,2016-12-14T23:13:26Z,Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks,"Memo Akten, Mick Grierson",http://arxiv.org/pdf/1612.04876v1,No journal ref found,none,cs.AI,Summary16529,1612.05028v1,2016-12-15T11:48:13Z,Ontohub: A semantic repository for heterogeneous ontologies,"Mihai Codescu, Eugen Kuksa, Oliver Kutz, Till Mossakowski, Fabian Neuhaus",http://arxiv.org/pdf/1612.05028v1,No journal ref found,none,cs.AI,Summary16530,1612.05497v2,2016-12-16T14:58:17Z,A correlation coefficient of belief functions,Wen Jiang,http://arxiv.org/pdf/1612.05497v2,No journal ref found,none,cs.AI,Summary16531,1612.06528v1,2016-12-20T06:56:12Z,Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs,"Sarmimala Saikia, Lovekesh Vig, Ashwin Srinivasan, Gautam Shroff, Puneet Agarwal, Richa Rawat",http://arxiv.org/pdf/1612.06528v1,No journal ref found,none,cs.AI,Summary16532,1612.06915v2,2016-12-20T23:09:40Z,AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games,"Neil Burch, Martin Schmid, Matej Moravčík, Michael Bowling",http://arxiv.org/pdf/1612.06915v2,No journal ref found,none,cs.AI,Summary16533,1612.07555v1,2016-12-22T11:50:47Z,"The SP Theory of Intelligence as a Foundation for the Development of a General, Human-Level Thinking Machine",J Gerard Wolff,http://arxiv.org/pdf/1612.07555v1,No journal ref found,none,cs.AI,Summary16534,1612.07589v1,2016-12-22T13:20:02Z,Solving Set Optimization Problems by Cardinality Optimization via Weak Constraints with an Application to Argumentation,"Wolfgang Faber, Mauro Vallati, Federico Cerutti, Massimiliano Giacomin",http://arxiv.org/pdf/1612.07589v1,No journal ref found,none,cs.AI,Summary16535,1612.08657v1,2016-12-22T12:56:07Z,Role of Simplicity in Creative Behaviour: The Case of the Poietic Generator,"Antoine Saillenfest, Jean-Louis Dessalles, Olivier Auber",http://arxiv.org/pdf/1612.08657v1,"Proceedings of the Seventh International Conference on Computational Creativity (ICCC-2016). Paris, France",none,cs.AI,Summary16536,1612.08777v2,2016-12-28T00:50:16Z,Automated timetabling for small colleges and high schools using huge integer programs,Joshua S. Friedman,http://arxiv.org/pdf/1612.08777v2,No journal ref found,none,cs.AI,Summary16537,1612.09212v1,2016-12-29T17:36:05Z,A hybrid approach to supervised machine learning for algorithmic melody composition,Rouven Bauer,http://arxiv.org/pdf/1612.09212v1,No journal ref found,none,cs.AI,Summary16538,1612.09591v1,2016-12-30T20:45:28Z,PrASP Report,Matthias Nickles,http://arxiv.org/pdf/1612.09591v1,No journal ref found,none,cs.AI,Summary16539,1612.09593v1,2016-12-30T20:48:33Z,Fuzzy Constraints Linear Discriminant Analysis,"Hamid Reza Hassanzadeh, Hadi Sadoghi Yazdi, Abedin Vahedian",http://arxiv.org/pdf/1612.09593v1,"3rd Iranian Joint Congress on Intelligent Systems and Fuzzy Systems, 2009",none,cs.AI,Summary16540,1701.00287v1,2017-01-01T20:37:51Z,STRIPS Planning in Infinite Domains,"Caelan Reed Garrett, Tomás Lozano-Pérez, Leslie Pack Kaelbling",http://arxiv.org/pdf/1701.00287v1,No journal ref found,none,cs.AI,Summary16541,1701.00349v1,2017-01-02T09:48:47Z,An affective computational model for machine consciousness,Rohitash Chandra,http://arxiv.org/pdf/1701.00349v1,No journal ref found,none,cs.AI,Summary16542,1701.00464v1,2017-01-02T17:35:34Z,Conceptual Spaces for Cognitive Architectures: A Lingua Franca for Different Levels of Representation,"Antonio Lieto, Antonio Chella, Marcello Frixione",http://arxiv.org/pdf/1701.00464v1,No journal ref found,none,cs.AI,Summary16543,1701.00642v1,2017-01-03T10:47:35Z,Finding Risk-Averse Shortest Path with Time-dependent Stochastic Costs,"Dajian Li, Paul Weng, Orkun Karabasoglu",http://arxiv.org/pdf/1701.00642v1,No journal ref found,none,cs.AI,Summary16544,1701.00646v1,2017-01-03T10:57:06Z,From Preference-Based to Multiobjective Sequential Decision-Making,Paul Weng,http://arxiv.org/pdf/1701.00646v1,No journal ref found,none,cs.AI,Summary16545,1701.00833v1,2017-01-03T20:58:55Z,Fuzzy finite element model updating using metaheuristic optimization algorithms,"I. Boulkaibet, T. Marwala, M. I. Friswell, H. Haddad Khodaparast, S. Adhikari",http://arxiv.org/pdf/1701.00833v1,No journal ref found,none,cs.AI,Summary16546,1701.00867v1,2017-01-03T23:29:04Z,A K-fold Method for Baseline Estimation in Policy Gradient Algorithms,"Nithyanand Kota, Abhishek Mishra, Sunil Srinivasa, Xi, Chen, Pieter Abbeel",http://arxiv.org/pdf/1701.00867v1,No journal ref found,none,cs.AI,Summary16547,1701.01048v1,2017-01-04T15:37:29Z,Stochastic Planning and Lifted Inference,"Roni Khardon, Scott Sanner",http://arxiv.org/pdf/1701.01048v1,No journal ref found,none,cs.AI,Summary16548,1701.01724v3,2017-01-06T18:56:49Z,DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker,"Matej Moravčík, Martin Schmid, Neil Burch, Viliam Lisý, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, Michael Bowling",http://arxiv.org/pdf/1701.01724v3,No journal ref found,none,cs.AI,Summary16549,1701.02388v1,2017-01-09T23:25:43Z,Stoic Ethics for Artificial Agents,Gabriel Murray,http://arxiv.org/pdf/1701.02388v1,No journal ref found,none,cs.AI,Summary16550,1701.02543v1,2017-01-10T12:12:39Z,Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks,"Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li",http://arxiv.org/pdf/1701.02543v1,No journal ref found,none,cs.AI,Summary16551,1701.02545v1,2017-01-10T12:15:59Z,IoFClime: The fuzzy logic and the Internet of Things to control indoor temperature regarding the outdoor ambient conditions,"Daniel Meana-Llorián, Cristian González García, B. Cristina Pelayo G-Bustelo, Juan Manuel Cueva Lovelle, Nestor Garcia-Fernandez",http://arxiv.org/pdf/1701.02545v1,No journal ref found,none,cs.AI,Summary16552,1701.03000v1,2017-01-11T15:03:18Z,A Framework for Knowledge Management and Automated Reasoning Applied on Intelligent Transport Systems,"Aneta Vulgarakis Feljan, Athanasios Karapantelakis, Leonid Mokrushin, Hongxin Liang, Rafia Inam, Elena Fersman, Carlos R. B. Azevedo, Klaus Raizer, Ricardo S. Souza",http://arxiv.org/pdf/1701.03000v1,No journal ref found,none,cs.AI,Summary16553,1701.03037v1,2017-01-10T08:52:31Z,Towards Smart Proof Search for Isabelle,Yutaka Nagashima,http://arxiv.org/pdf/1701.03037v1,No journal ref found,none,cs.AI,Summary16554,1701.03322v1,2017-01-12T12:25:42Z,Assertional Logic: Towards an Extensible Knowledge Model (extended abstract),Yi Zhou,http://arxiv.org/pdf/1701.03322v1,No journal ref found,none,cs.AI,Summary16555,1701.03500v4,2017-01-12T20:39:03Z,A Savage-Like Axiomatization for Nonstandard Expected Utility,Grant Molnar,http://arxiv.org/pdf/1701.03500v4,No journal ref found,none,cs.AI,Summary16556,1701.03571v1,2017-01-13T06:32:14Z,Fuzzy Clustering Data Given in the Ordinal Scale,"Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova",http://arxiv.org/pdf/1701.03571v1,"I.J. Intelligent Systems and Applications, 2017, Vol. 9, No. 1, pp. 67-74",none,cs.AI,Summary16557,1701.03714v1,2017-01-13T16:33:52Z,On the links between argumentation-based reasoning and nonmonotonic reasoning,"Zimi Li, Nir Oren, Simon Parsons",http://arxiv.org/pdf/1701.03714v1,No journal ref found,none,cs.AI,Summary16558,1701.03868v1,2017-01-14T01:57:31Z,Minimally Naturalistic Artificial Intelligence,Steven Stenberg Hansen,http://arxiv.org/pdf/1701.03868v1,No journal ref found,none,cs.AI,Summary16559,1701.04569v1,2017-01-17T08:52:48Z,Multiobjective Optimization of Solar Powered Irrigation System with Fuzzy Type-2 Noise Modelling,"T. Ganesan, P. Vasant, I. Elamvazuthi",http://arxiv.org/pdf/1701.04569v1,"2016, Emerging Research on Applied Fuzzy Sets and Intuitionistic Fuzzy Matrices, IGI Global, 189 pages",none,cs.AI,Summary16560,1701.04663v1,2017-01-17T13:24:37Z,Intrinsically Motivated Acquisition of Modular Slow Features for Humanoids in Continuous and Non-Stationary Environments,"Varun Raj Kompella, Laurenz Wiskott",http://arxiv.org/pdf/1701.04663v1,No journal ref found,none,cs.AI,Summary16561,1701.05059v1,2017-01-18T13:38:36Z,Ontology based system to guide internship assignment process,"Abir M Baya, Jannik Laval, Nejib Moalla, Yacine Ouzrout, Abdelaziz Bouras",http://arxiv.org/pdf/1701.05059v1,No journal ref found,none,cs.AI,Summary16562,1701.05226v2,2017-01-18T20:38:55Z,Reasoning in Non-Probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples,"Tarek R. Besold, Artur dAvila Garcez, Keith Stenning, Leendert van der Torre, Michiel van Lambalgen",http://arxiv.org/pdf/1701.05226v2,No journal ref found,none,cs.AI,Summary16563,1701.05291v1,2017-01-19T04:00:46Z,Heterogeneous Information Network Embedding for Meta Path based Proximity,"Zhipeng Huang, Nikos Mamoulis",http://arxiv.org/pdf/1701.05291v1,No journal ref found,none,cs.AI,Summary16564,1701.06049v1,2017-01-21T16:37:41Z,Interactive Learning from Policy-Dependent Human Feedback,"James MacGlashan, Mark K Ho, Robert Loftin, Bei Peng, David Roberts, Matthew E. Taylor, Michael L. Littman",http://arxiv.org/pdf/1701.06049v1,No journal ref found,none,cs.AI,Summary16565,1701.06167v1,2017-01-22T14:19:25Z,Binary Matrix Guessing Problem,Çağrı Latifoğlu,http://arxiv.org/pdf/1701.06167v1,No journal ref found,none,cs.AI,Summary16566,1701.06388v1,2017-01-23T13:48:35Z,Constraint programming for planning test campaigns of communications satellites,"Emmanuel Hébrard, Marie-José Huguet, Daniel Veysseire, Ludivine Sauvan, Bertrand Cabon",http://arxiv.org/pdf/1701.06388v1,"Constraints, Springer Verlag, 2017, 22, pp.73 - 89",none,cs.AI,Summary16567,1701.06635v1,2017-01-23T21:18:33Z,Space-Time Graph Modeling of Ride Requests Based on Real-World Data,"Abhinav Jauhri, Brian Foo, Jerome Berclaz, Chih Chi Hu, Radek Grzeszczuk, Vasu Parameswaran, John Paul Shen",http://arxiv.org/pdf/1701.06635v1,No journal ref found,none,cs.AI,Summary16568,1701.06699v1,2017-01-24T00:59:42Z,Imitating Driver Behavior with Generative Adversarial Networks,"Alex Kuefler, Jeremy Morton, Tim Wheeler, Mykel Kochenderfer",http://arxiv.org/pdf/1701.06699v1,No journal ref found,none,cs.AI,Summary16569,1701.07657v1,2017-01-26T11:21:50Z,Logic Programming Petri Nets,Giovanni Sileno,http://arxiv.org/pdf/1701.07657v1,No journal ref found,none,cs.AI,Summary16570,1701.08306v1,2017-01-28T17:55:04Z,Practical Reasoning with Norms for Autonomous Software Agents (Full Edition),"Zohreh Shams, Marina De Vos, Julian Padget, Wamberto W. Vasconcelos",http://arxiv.org/pdf/1701.08306v1,No journal ref found,none,cs.AI,Summary16571,1701.08317v2,2017-01-28T19:22:52Z,Explanation Generation as Model Reconciliation in Multi-Model Planning,"Tathagata Chakraborti, Sarath Sreedharan, Yu Zhang, Subbarao Kambhampati",http://arxiv.org/pdf/1701.08317v2,No journal ref found,none,cs.AI,Summary16572,1701.08546v1,2017-01-30T11:17:14Z,Survey on Models and Techniques for Root-Cause Analysis,"Marc Solé, Victor Muntés-Mulero, Annie Ibrahim Rana, Giovani Estrada",http://arxiv.org/pdf/1701.08546v1,No journal ref found,none,cs.AI,Summary16573,1701.08665v1,2017-01-27T11:27:45Z,Redefinition of the concept of fuzzy set based on vague partition from the perspective of axiomatization,"Xiaodong Pan, Yang Xu",http://arxiv.org/pdf/1701.08665v1,No journal ref found,none,cs.AI,Summary16574,1701.08709v1,2017-01-30T17:01:31Z,Diversification Methods for Zero-One Optimization,Fred Glover,http://arxiv.org/pdf/1701.08709v1,No journal ref found,none,cs.AI,Summary16575,1701.08832v1,2017-01-30T21:27:14Z,Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning,"Francois Belletti, Daniel Haziza, Gabriel Gomes, Alexandre M. Bayen",http://arxiv.org/pdf/1701.08832v1,No journal ref found,none,cs.AI,Summary16576,1701.08868v1,2017-01-30T23:01:15Z,Interaction Information for Causal Inference: The Case of Directed Triangle,"AmirEmad Ghassami, Negar Kiyavash",http://arxiv.org/pdf/1701.08868v1,No journal ref found,none,cs.AI,Summary16577,1701.09000v1,2017-01-31T11:54:15Z,On the Semantics and Complexity of Probabilistic Logic Programs,"Fabio Gagliardi Cozman, Denis Deratani Mauá",http://arxiv.org/pdf/1701.09000v1,No journal ref found,none,cs.AI,Summary16578,1702.00318v1,2017-02-01T15:34:27Z,A Hybrid Evolutionary Algorithm Based on Solution Merging for the Longest Arc-Preserving Common Subsequence Problem,"Christian Blum, Maria J. Blesa",http://arxiv.org/pdf/1702.00318v1,No journal ref found,none,cs.AI,Summary16579,1702.00539v1,2017-02-02T04:49:22Z,Procedural Content Generation via Machine Learning (PCGML),"Adam Summerville, Sam Snodgrass, Matthew Guzdial, Christoffer Holmgård, Amy K. Hoover, Aaron Isaksen, Andy Nealen, Julian Togelius",http://arxiv.org/pdf/1702.00539v1,No journal ref found,none,cs.AI,Summary16580,1702.00858v1,2017-02-02T22:38:10Z,The Value of Inferring the Internal State of Traffic Participants for Autonomous Freeway Driving,"Zachary Sunberg, Christopher Ho, Mykel Kochenderfer",http://arxiv.org/pdf/1702.00858v1,No journal ref found,none,cs.AI,Summary16581,1702.01510v1,2017-02-06T06:43:16Z,Survey of modern Fault Diagnosis methods in networks,"Zi Jian Yang, Yong Wang",http://arxiv.org/pdf/1702.01510v1,No journal ref found,none,cs.AI,Summary16582,1702.01795v1,2017-02-06T21:13:43Z,ASHACL: Alternative Shapes Constraint Language,Peter F. Patel-Schneider,http://arxiv.org/pdf/1702.01795v1,No journal ref found,none,cs.AI,Summary16583,1702.01886v1,2017-02-07T06:02:50Z,Extracting Lifted Mutual Exclusion Invariants from Temporal Planning Domains,"Sara Bernardini, Fabio Fagnani, David E. Smith",http://arxiv.org/pdf/1702.01886v1,No journal ref found,none,cs.AI,Summary16584,1702.02302v1,2017-02-08T06:51:33Z,Autonomous Braking System via Deep Reinforcement Learning,"Hyunmin Chae, Chang Mook Kang, ByeoungDo Kim, Jaekyum Kim, Chung Choo Chung, Jun Won Choi",http://arxiv.org/pdf/1702.02302v1,No journal ref found,none,cs.AI,Summary16585,1702.02470v1,2017-02-07T15:45:39Z,Propagation via Kernelization: The Vertex Cover Constraint,"Clément Carbonnel, Emmanuel Hébrard",http://arxiv.org/pdf/1702.02470v1,"Michel Rueher. The 22nd International Conference on Principles and Practice of Constraint Programming, Sep 2016, Toulouse, France. Lecture Notes in Computer Science, 9892, pp.147 - 156, 2016, Principles and Practice of Constraint Programming",none,cs.AI,Summary16586,1702.03401v1,2017-02-11T09:48:12Z,A Minimax Algorithm Better Than Alpha-beta?: No and Yes,"Aske Plaat, Jonathan Schaeffer, Wim Pijls, Arie de Bruin",http://arxiv.org/pdf/1702.03401v1,No journal ref found,none,cs.AI,Summary16587,1702.03592v1,2017-02-12T23:12:01Z,Graph Neural Networks and Boolean Satisfiability,"Benedikt Bünz, Matthew Lamm",http://arxiv.org/pdf/1702.03592v1,No journal ref found,none,cs.AI,Summary16588,1702.03594v1,2017-02-12T23:23:17Z,Genetic and Memetic Algorithm with Diversity Equilibrium based on Greedy Diversification,"Andrés Herrera-Poyatos, Francisco Herrera",http://arxiv.org/pdf/1702.03594v1,No journal ref found,none,cs.AI,Summary16589,1702.03724v1,2017-02-13T11:46:04Z,On Seeking Consensus Between Document Similarity Measures,Mieczysław Kłopotek,http://arxiv.org/pdf/1702.03724v1,No journal ref found,none,cs.AI,Summary16590,1702.04047v1,2017-02-14T02:29:29Z,Constraint Answer Set Solver EZCSP and Why Integration Schemas Matter,"Marcello Balduccini, Yuliya Lierler",http://arxiv.org/pdf/1702.04047v1,No journal ref found,none,cs.AI,Summary16591,1702.04282v1,2017-02-14T16:42:49Z,T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System,"Chaitanya Ekanadham, Yan Karklin",http://arxiv.org/pdf/1702.04282v1,No journal ref found,none,cs.AI,Summary16592,1702.04389v1,2017-02-14T21:18:17Z,Entropy Non-increasing Games for the Improvement of Dataflow Programming,"Norbert Bátfai, Renátó Besenczi, Gergő Bogacsovics, Fanny Monori",http://arxiv.org/pdf/1702.04389v1,No journal ref found,none,cs.AI,Summary16593,1702.04594v1,2017-02-15T13:22:57Z,Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function,"Yiyuan Wang, Shaowei Cai, Minghao Yin",http://arxiv.org/pdf/1702.04594v1,JAIR 58 (2017) 267-295,none,cs.AI,Summary16594,1702.05383v1,2017-02-15T11:12:34Z,Theorem Proving Based on Semantics of DNA Strand Graph,"Kumar S. Ray, Mandrita Mondal",http://arxiv.org/pdf/1702.05383v1,No journal ref found,none,cs.AI,Summary16595,1702.06199v1,2017-02-20T22:43:54Z,The Dialog State Tracking Challenge with Bayesian Approach,Quan Nguyen,http://arxiv.org/pdf/1702.06199v1,No journal ref found,none,cs.AI,Summary16596,1702.06662v1,2017-02-22T03:14:05Z,An Integer Programming Model for Binary Knapsack Problem with Value-Related Dependencies among Elements,"Davoud Mougouei, David M. W. Powers, Asghar Moeini",http://arxiv.org/pdf/1702.06662v1,No journal ref found,none,cs.AI,Summary16597,1702.06915v2,2017-02-22T17:54:23Z,Solving DCOPs with Distributed Large Neighborhood Search,"Ferdinando Fioretto, Agostino Dovier, Enrico Pontelli, William Yeoh, Roie Zivan",http://arxiv.org/pdf/1702.06915v2,No journal ref found,none,cs.AI,Summary16598,1702.07001v1,2017-02-22T20:57:29Z,Theoretical and Experimental Analysis of the Canadian Traveler Problem,Doron Zarchy,http://arxiv.org/pdf/1702.07001v1,No journal ref found,none,cs.AI,Summary16599,1702.07168v1,2017-02-23T10:51:32Z,A DIKW Paradigm to Cognitive Engineering,Amit Kumar Mishra,http://arxiv.org/pdf/1702.07168v1,No journal ref found,none,cs.AI,Summary16600,1702.07543v1,2017-02-24T11:28:02Z,Embedding Knowledge Graphs Based on Transitivity and Antisymmetry of Rules,"Mengya Wang, Hankui Zhuo, Huiling Zhu",http://arxiv.org/pdf/1702.07543v1,No journal ref found,none,cs.AI,Summary16601,1702.08222v1,2017-02-27T10:36:36Z,Synergistic Team Composition,"Ewa Andrejczuk, Juan A. Rodriguez-Aguilar, Carme Roig, Carles Sierra",http://arxiv.org/pdf/1702.08222v1,No journal ref found,none,cs.AI,Summary16602,1702.08367v1,2017-02-27T16:44:38Z,Differentiable Learning of Logical Rules for Knowledge Base Completion,"Fan Yang, Zhilin Yang, William W. Cohen",http://arxiv.org/pdf/1702.08367v1,No journal ref found,none,cs.AI,Summary16603,1702.08495v2,2017-02-27T19:57:17Z,Dont Fear the Reaper: Refuting Bostroms Superintelligence Argument,Sebastian Benthall,http://arxiv.org/pdf/1702.08495v2,No journal ref found,none,cs.AI,Summary16604,1703.00426v1,2017-03-01T18:20:19Z,HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving,"Cezary Kaliszyk, François Chollet, Christian Szegedy",http://arxiv.org/pdf/1703.00426v1,No journal ref found,none,cs.AI,Summary16605,1703.00760v1,2017-03-02T12:33:28Z,Sampling Variations of Lead Sheets,"Pierre Roy, Alexandre Papadopoulos, François Pachet",http://arxiv.org/pdf/1703.00760v1,No journal ref found,none,cs.AI,Summary16606,1703.00838v1,2017-03-02T15:53:19Z,SLIM: Semi-Lazy Inference Mechanism for Plan Recognition,"Retuh Mirsky, Yaakov, Gal",http://arxiv.org/pdf/1703.00838v1,No journal ref found,none,cs.AI,Summary16607,1703.01083v1,2017-03-03T09:03:46Z,Sequential Plan Recognition,"Reuth Mirsky, Roni Stern, Yaakov, Gal, Meir Kalech",http://arxiv.org/pdf/1703.01083v1,No journal ref found,none,cs.AI,Summary16608,1703.01161v2,2017-03-03T14:05:11Z,FeUdal Networks for Hierarchical Reinforcement Learning,"Alexander Sasha Vezhnevets, Simon Osindero, Tom Schaul, Nicolas Heess, Max Jaderberg, David Silver, Koray Kavukcuoglu",http://arxiv.org/pdf/1703.01161v2,No journal ref found,none,cs.AI,Summary16609,1703.01310v1,2017-03-03T19:07:53Z,Count-Based Exploration with Neural Density Models,"Georg Ostrovski, Marc G. Bellemare, Aaron van den Oord, Remi Munos",http://arxiv.org/pdf/1703.01310v1,No journal ref found,none,cs.AI,Summary16610,1703.01358v1,2017-03-03T23:25:38Z,Generalised Discount Functions applied to a Monte-Carlo AImu Implementation,"Sean Lamont, John Aslanides, Jan Leike, Marcus Hutter",http://arxiv.org/pdf/1703.01358v1,No journal ref found,none,cs.AI,Summary16611,1703.01893v1,2017-03-06T14:30:06Z,Approximate Muscle Guided Beam Search for Three-Index Assignment Problem,"He Jiang, Shuwei Zhang, Zhilei Ren, Xiaochen Lai, Yong Piao",http://arxiv.org/pdf/1703.01893v1,No journal ref found,none,cs.AI,Summary16612,1703.01908v1,2017-03-06T14:54:19Z,A proposal for ethically traceable artificial intelligence,Christopher A. Tucker,http://arxiv.org/pdf/1703.01908v1,No journal ref found,none,cs.AI,Summary16613,1703.01924v1,2017-03-06T15:34:54Z,Exchangeable choice functions,"Arthur Van Camp, Gert de Cooman",http://arxiv.org/pdf/1703.01924v1,No journal ref found,none,cs.AI,Summary16614,1703.01971v1,2017-03-06T16:54:12Z,Evidential supplier selection based on interval data fusion,"Zichang He, Wen Jiang",http://arxiv.org/pdf/1703.01971v1,No journal ref found,none,cs.AI,Summary16615,1703.02239v1,2017-03-07T06:51:19Z,Functions that Emerge through End-to-end Reinforcement Lear,Katsunari Shibata,http://arxiv.org/pdf/1703.02239v1,No journal ref found,none,cs.AI,Summary16616,cs/9810003v1,1998-10-02T03:34:38Z,A Linear Shift Invariant Multiscale Transform,Andreas Siebert,http://arxiv.org/pdf/cs/9810003v1,"Proceedings 1998 International Conference on Image Processing, Chicago, 4-7 October 1998",none,cs.CV,Summary16617,cs/9810017v1,1998-10-19T20:46:16Z,General Theory of Image Normalization,Stephen L. Adler,http://arxiv.org/pdf/cs/9810017v1,No journal ref found,none,cs.CV,Summary16618,cs/9908017v1,1999-08-26T17:18:49Z,A Differential Invariant for Zooming,Andreas Siebert,http://arxiv.org/pdf/cs/9908017v1,"Proceedings 1999 International Conference on Image Processing, Kobe, 25-28 October 1999",none,cs.CV,Summary16619,cs/0001024v1,2000-01-25T16:09:37Z,A Parallel Algorithm for Dilated Contour Extraction from Bilevel Images,"B. R. Schlei, L. Prasad",http://arxiv.org/pdf/cs/0001024v1,No journal ref found,none,cs.CV,Summary16620,cs/0003065v1,2000-03-15T19:31:51Z,"Image Compression with Iterated Function Systems, Finite Automata and Zerotrees: Grand Unification","Oleg Kiselyov, Paul Fisher",http://arxiv.org/pdf/cs/0003065v1,No journal ref found,none,cs.CV,Summary16621,cs/0003079v1,2000-03-26T23:18:43Z,Differential Invariants under Gamma Correction,Andreas Siebert,http://arxiv.org/pdf/cs/0003079v1,"Vision Interface 2000, Montreal, 2000",none,cs.CV,Summary16622,cs/0004012v1,2000-04-21T17:32:29Z,Assisted Video Sequences Indexing : Motion Analysis Based on Interest Points,"Emmanuel Etievent, Frank Lebourgeois, Jean-Michel Jolion",http://arxiv.org/pdf/cs/0004012v1,"Iciap 99, Venezia, 27-29 sept., 1059-1062",none,cs.CV,Summary16623,cs/0005001v1,2000-05-03T08:49:28Z,Robustness of Regional Matching Scheme over Global Matching Scheme,"Liang Chen, Naoyuki Tokuda",http://arxiv.org/pdf/cs/0005001v1,No journal ref found,none,cs.CV,Summary16624,cs/0006001v1,2000-05-31T23:37:48Z,Boosting the Differences: A fast Bayesian classifier neural network,"Ninan Sajeeth Philip, K. Babu Joseph",http://arxiv.org/pdf/cs/0006001v1,No journal ref found,none,cs.CV,Summary16625,cs/0006002v1,2000-05-31T23:52:31Z,Distorted English Alphabet Identification : An application of Difference Boosting Algorithm,"Ninan Sajeeth Philip, K. Babu Joseph",http://arxiv.org/pdf/cs/0006002v1,No journal ref found,none,cs.CV,Summary16626,cs/0006047v1,2000-06-30T22:17:42Z,Geometric Morphology of Granular Materials,"B. R. Schlei, L. Prasad, A. N. Skourikhine",http://arxiv.org/pdf/cs/0006047v1,No journal ref found,none,cs.CV,Summary16627,cs/0208005v1,2002-08-05T10:57:09Z,Probabilistic Search for Object Segmentation and Recognition,"Ulrich Hillenbrand, Gerd Hirzinger",http://arxiv.org/pdf/cs/0208005v1,"Proceedings ECCV 2002, Lecture Notes in Computer Science Vol. 2352, pp. 791-806",none,cs.CV,Summary16628,cs/0301001v1,2003-01-01T19:58:03Z,Least squares fitting of circles and lines,"N. Chernov, C. Lesort",http://arxiv.org/pdf/cs/0301001v1,No journal ref found,none,cs.CV,Summary16629,cs/0303015v1,2003-03-18T21:30:36Z,Statistical efficiency of curve fitting algorithms,"N. Chernov, C. Lesort",http://arxiv.org/pdf/cs/0303015v1,No journal ref found,none,cs.CV,Summary16630,cs/0307045v1,2003-07-20T02:35:38Z,Flexible Camera Calibration Using a New Analytical Radial Undistortion Formula with Application to Mobile Robot Localization,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0307045v1,No journal ref found,none,cs.CV,Summary16631,cs/0307046v1,2003-07-20T05:18:59Z,A New Analytical Radial Distortion Model for Camera Calibration,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0307046v1,No journal ref found,none,cs.CV,Summary16632,cs/0307047v1,2003-07-20T05:54:42Z,Rational Radial Distortion Models with Analytical Undistortion Formulae,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0307047v1,No journal ref found,none,cs.CV,Summary16633,cs/0307051v1,2003-07-21T16:30:11Z,An Analytical Piecewise Radial Distortion Model for Precision Camera Calibration,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0307051v1,No journal ref found,none,cs.CV,Summary16634,cs/0307072v1,2003-07-31T19:33:48Z,Camera Calibration: a USU Implementation,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0307072v1,No journal ref found,none,cs.CV,Summary16635,cs/0308003v1,2003-08-02T01:39:38Z,A Family of Simplified Geometric Distortion Models for Camera Calibration,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0308003v1,No journal ref found,none,cs.CV,Summary16636,cs/0308034v1,2003-08-21T10:47:27Z,Fingerprint based bio-starter and bio-access,"G. Iovane, P. Giordano, C. Iovane, F. Rotulo",http://arxiv.org/pdf/cs/0308034v1,No journal ref found,none,cs.CV,Summary16637,cs/0308035v1,2003-08-21T10:52:53Z,IS (Iris Security),"G. Iovane, F. S. Tortoriello",http://arxiv.org/pdf/cs/0308035v1,No journal ref found,none,cs.CV,Summary16638,cs/0401017v2,2004-01-21T20:06:51Z,Better Foreground Segmentation Through Graph Cuts,"Nicholas R. Howe, Alexandra Deschamps",http://arxiv.org/pdf/cs/0401017v2,No journal ref found,none,cs.CV,Summary16639,cs/0401018v1,2004-01-22T05:53:30Z,Factor Temporal Prognosis of Tick-Borne Encephalitis Foci Functioning on the South of Russian Far East,"E. I. Bolotin, G. Sh. Tsitsiashvili, I. V. Golycheva",http://arxiv.org/pdf/cs/0401018v1,No journal ref found,none,cs.CV,Summary16640,cs/0402020v1,2004-02-11T16:34:16Z,Geometrical Complexity of Classification Problems,Tin Kam Ho,http://arxiv.org/pdf/cs/0402020v1,No journal ref found,none,cs.CV,Summary16641,cs/0405093v2,2004-05-25T11:36:34Z,Computerized Face Detection and Recognition,Vytautas Perlibakas,http://arxiv.org/pdf/cs/0405093v2,No journal ref found,none,cs.CV,Summary16642,cs/0405095v1,2004-05-25T22:40:42Z,Blind Detection and Compensation of Camera Lens Geometric Distortions,"Lili Ma, YangQuan Chen, Kevin L. Moore",http://arxiv.org/pdf/cs/0405095v1,"SIAM Imaging Science, 2004",none,cs.CV,Summary16643,cs/0406008v1,2004-06-04T12:28:06Z,Image compression by rectangular wavelet transform,Vyacheslav Zavadsky,http://arxiv.org/pdf/cs/0406008v1,No journal ref found,none,cs.CV,Summary16644,cs/0502095v2,2005-02-28T15:09:08Z,Gradient Vector Flow Models for Boundary Extraction in 2D Images,"Gilson A. Giraldi, Leandro S. Marturelli, Paulo S. Rodrigues",http://arxiv.org/pdf/cs/0502095v2,No journal ref found,none,cs.CV,Summary16645,cs/0505006v1,2005-05-02T03:17:02Z,"Searching for image information content, its discovery, extraction, and representation",Emanuel Diamant,http://arxiv.org/pdf/cs/0505006v1,"Journal of Electronic Imaging, vol. 14, issue 1, article 013016, Jan-Mar 2005",none,cs.CV,Summary16646,cs/0507058v1,2005-07-22T12:18:44Z,Paving the Way for Image Understanding: A New Kind of Image Decomposition is Desired,Emanuel Diamant,http://arxiv.org/pdf/cs/0507058v1,"LNCS vol. 3540, pp. 17-24, Springer Verlag, 2005",none,cs.CV,Summary16647,cs/0509081v1,2005-09-27T15:25:36Z,Automatic Face Recognition System Based on Local Fourier-Bessel Features,"Yossi Zana, Roberto M. Cesar-Jr, Regis de A. Barbosa",http://arxiv.org/pdf/cs/0509081v1,No journal ref found,none,cs.CV,Summary16648,cs/0509082v1,2005-09-27T15:50:27Z,Face Recognition Based on Polar Frequency Features,"Yossi Zana, Roberto M. Cesar-JR",http://arxiv.org/pdf/cs/0509082v1,No journal ref found,none,cs.CV,Summary16649,cs/0509083v1,2005-09-27T16:06:22Z,Face Verification in Polar Frequency Domain: a Biologically Motivated Approach,"Yossi Zana, Roberto M. Cesar-Jr, Rogerio S. Feris, Matthew Turk",http://arxiv.org/pdf/cs/0509083v1,No journal ref found,none,cs.CV,Summary16650,cs/0510001v2,2005-09-30T22:27:45Z,Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification,"João V. B. Soares, Jorge J. G. Leandro, Roberto M. Cesar Jr., Herbert F. Jelinek, Michael J. Cree",http://arxiv.org/pdf/cs/0510001v2,"IEEE Trans Med Imag, Vol. 25, no. 9, pp. 1214- 1222, Sep. 2006.",none,cs.CV,Summary16651,cs/0510026v1,2005-10-11T08:43:04Z,A decision support system for ship identification based on the curvature scale space representation,"Alvaro Enriquez de Luna, Carlos Miravet, Deitze Otaduy, Carlos Dorronsoro",http://arxiv.org/pdf/cs/0510026v1,No journal ref found,none,cs.CV,Summary16652,cs/0512084v1,2005-12-21T20:23:38Z,Understanding physics from interconnected data,"Nikita Sakhanenko, Hanna Makaruk",http://arxiv.org/pdf/cs/0512084v1,No journal ref found,none,cs.CV,Summary16653,cs/0601105v3,2006-01-24T17:23:17Z,"The Perceptron Algorithm: Image and Signal Decomposition, Compression, and Analysis by Iterative Gaussian Blurring",Vassilios S. Vassiliadis,http://arxiv.org/pdf/cs/0601105v3,No journal ref found,none,cs.CV,Summary16654,cs/0601106v1,2006-01-24T18:12:00Z,"The `Face on Mars: a photographic approach for the search of signs of past civilizations from a macroscopic point of view, factoring long-term erosion in image reconstruction",Vassilios S. Vassiliadis,http://arxiv.org/pdf/cs/0601106v1,No journal ref found,none,cs.CV,Summary16655,cs/0602044v1,2006-02-12T18:22:41Z,Multilevel Thresholding for Image Segmentation through a Fast Statistical Recursive Algorithm,"Siddharth Arora, Jayadev Acharya, Amit Verma, Prasanta K. Panigrahi",http://arxiv.org/pdf/cs/0602044v1,No journal ref found,none,cs.CV,Summary16656,cs/0603041v1,2006-03-09T17:14:00Z,Locally Adaptive Block Thresholding Method with Continuity Constraint,"S. Hemachander, Amit Verma, Siddharth Arora, Prasanta K. Panigrahi",http://arxiv.org/pdf/cs/0603041v1,No journal ref found,none,cs.CV,Summary16657,cs/0603086v1,2006-03-22T14:51:53Z,Matching Edges in Images ; Application to Face Recognition,"Joel Le Roux, Philippe Chaurand, Mickael Urrutia",http://arxiv.org/pdf/cs/0603086v1,No journal ref found,none,cs.CV,Summary16658,cs/0603116v2,2006-03-29T19:07:52Z,Fourier Analysis and Holographic Representations of 1D and 2D Signals,"G. A. Giraldi, B. F. Moutinho, D. M. L. de Carvalho, J. C. de Oliveira",http://arxiv.org/pdf/cs/0603116v2,No journal ref found,none,cs.CV,Summary16659,cs/0604062v1,2006-04-14T04:40:29Z,Biologically Inspired Hierarchical Model for Feature Extraction and Localization,Liang Wu,http://arxiv.org/pdf/cs/0604062v1,No journal ref found,none,cs.CV,Summary16660,cs/0605025v1,2006-05-07T13:30:09Z,Face Recognition using Principal Component Analysis and Log-Gabor Filters,Vytautas Perlibakas,http://arxiv.org/pdf/cs/0605025v1,No journal ref found,none,cs.CV,Summary16661,cs/0605027v1,2006-05-07T15:02:53Z,Recognition of expression variant faces using masked log-Gabor features and Principal Component Analysis,Vytautas Perlibakas,http://arxiv.org/pdf/cs/0605027v1,No journal ref found,none,cs.CV,Summary16662,cs/0605131v2,2006-05-29T13:27:38Z,"Notes on Geometric Measure Theory Applications to Image Processing; De-noising, Segmentation, Pattern, Texture, Lines, Gestalt and Occlusion",Simon P Morgan,http://arxiv.org/pdf/cs/0605131v2,No journal ref found,none,cs.CV,Summary16663,cs/0609010v1,2006-09-04T13:04:57Z,An effective edge--directed frequency filter for removal of aliasing in upsampled images,Artur Rataj,http://arxiv.org/pdf/cs/0609010v1,No journal ref found,none,cs.CV,Summary16664,cs/0609100v1,2006-09-18T06:40:44Z,Total Variation Minimization and Graph Cuts for Moving Objects Segmentation,"Florent Ranchin, Antonin Chambolle, Françoise Dibos",http://arxiv.org/pdf/cs/0609100v1,No journal ref found,none,cs.CV,Summary16665,cs/0609164v1,2006-09-29T13:48:35Z,Conditional Expressions for Blind Deconvolution: Multi-point form,"S. Aogaki, I. Moritani, T. Sugai, F. Takeutchi, F. M. Toyama",http://arxiv.org/pdf/cs/0609164v1,No journal ref found,none,cs.CV,Summary16666,cs/0609165v1,2006-09-29T13:50:12Z,Simple method to eliminate blur based on Lane and Bates algorithm,"S. Aogaki, I. Moritani, T. Sugai, F. Takeutchi, F. M. Toyama",http://arxiv.org/pdf/cs/0609165v1,No journal ref found,none,cs.CV,Summary16667,cs/0610002v1,2006-09-30T08:05:02Z,Conditional Expressions for Blind Deconvolution: Derivative form,"S. Aogaki, I. Moritani, T. Sugai, F. Takeutchi, F. M. Toyama",http://arxiv.org/pdf/cs/0610002v1,No journal ref found,none,cs.CV,Summary16668,cs/0610059v2,2006-10-11T09:31:52Z,Camera motion estimation through planar deformation determination,"Claire Jonchery, Françoise Dibos, Georges Koepfler",http://arxiv.org/pdf/cs/0610059v2,"Journal of Mathematical Imaging and Vision 32, 1 (2008) 73-87",none,cs.CV,Summary16669,cs/0611115v1,2006-11-22T13:44:11Z,A higher-order active contour model of a `gas of circles and its application to tree crown extraction,"Peter Horvath, Ian Jermyn, Zoltan Kato, Josiane Zerubia",http://arxiv.org/pdf/cs/0611115v1,No journal ref found,none,cs.CV,Summary16670,cs/0701150v1,2007-01-24T15:13:06Z,Contains and Inside relationships within combinatorial Pyramids,"Luc Brun, Walter G. Kropatsch",http://arxiv.org/pdf/cs/0701150v1,Pattern Recognition 39 (01/04/2006) 515-526,none,cs.CV,Summary16671,cs/0703053v1,2007-03-12T15:57:23Z,Extraction of cartographic objects in high resolution satellite images for object model generation,"Guray Erus, Nicolas Loménie",http://arxiv.org/pdf/cs/0703053v1,4th Workshop on pattern Recognition in Remote Sensing in conjunction with ICPR2006 (08/2006) 00-00,none,cs.CV,Summary16672,0704.1267v1,2007-04-10T16:26:42Z,Text Line Segmentation of Historical Documents: a Survey,"Laurence Likforman-Sulem, Abderrazak Zahour, Bruno Taconet",http://arxiv.org/pdf/0704.1267v1,"Vol. 9, no 2-4, April 2007, pp. 123-138",none,cs.CV,Summary16673,0705.0214v1,2007-05-02T07:32:58Z,Riemannian level-set methods for tensor-valued data,"Mourad Zerai, Maher Moakher",http://arxiv.org/pdf/0705.0214v1,No journal ref found,none,cs.CV,Summary16674,0705.0449v1,2007-05-03T12:47:31Z,Multiresolution Approximation of Polygonal Curves in Linear Complexity,"Pierre-François Marteau, Gilbas Ménier",http://arxiv.org/pdf/0705.0449v1,No journal ref found,none,cs.CV,Summary16675,0705.0781v1,2007-05-06T06:02:46Z,Medical Image Segmentation and Localization using Deformable Templates,"Jonathan M. Spiller, T. Marwala",http://arxiv.org/pdf/0705.0781v1,No journal ref found,none,cs.CV,Summary16676,0705.0828v1,2007-05-06T23:08:04Z,Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing,"D. L. Falk, D. M. Rubin, T. Marwala",http://arxiv.org/pdf/0705.0828v1,No journal ref found,none,cs.CV,Summary16677,0705.0952v1,2007-05-07T19:19:55Z,An Independent Evaluation of Subspace Face Recognition Algorithms,"Dhiresh R. Surajpal, Tshilidzi Marwala",http://arxiv.org/pdf/0705.0952v1,No journal ref found,none,cs.CV,Summary16678,0705.3593v2,2007-05-24T14:41:11Z,MI image registration using prior knowledge,"W. Jacquet, P. de Groen",http://arxiv.org/pdf/0705.3593v2,No journal ref found,none,cs.CV,Summary16679,0706.0300v1,2007-06-03T05:17:38Z,Automatic Detection of Pulmonary Embolism using Computational Intelligence,"Simon Scurrell, Tshilidzi Marwala, David Rubin",http://arxiv.org/pdf/0706.0300v1,No journal ref found,none,cs.CV,Summary16680,0709.1771v1,2007-09-12T08:41:36Z,Variational local structure estimation for image super-resolution,Heng Lian,http://arxiv.org/pdf/0709.1771v1,No journal ref found,none,cs.CV,Summary16681,0709.1920v2,2007-09-12T16:02:25Z,Bandwidth selection for kernel estimation in mixed multi-dimensional spaces,"Aurelie Bugeau, Patrick Pérez",http://arxiv.org/pdf/0709.1920v2,No journal ref found,none,cs.CV,Summary16682,0709.3013v2,2007-09-19T13:18:18Z,Supervised learning on graphs of spatio-temporal similarity in satellite image sequences,"Patrick Héas, Mihai Datcu",http://arxiv.org/pdf/0709.3013v2,No journal ref found,none,cs.CV,Summary16683,0710.0043v2,2007-09-29T06:19:09Z,"Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching","Julian J. McAuley, Tiberio S. Caetano, Marconi S. Barbosa",http://arxiv.org/pdf/0710.0043v2,No journal ref found,none,cs.CV,Summary16684,0710.0243v1,2007-10-01T09:18:36Z,High-Order Nonparametric Belief-Propagation for Fast Image Inpainting,"Julian John McAuley, Tiberio S. Caetano",http://arxiv.org/pdf/0710.0243v1,No journal ref found,none,cs.CV,Summary16685,0710.2037v2,2007-10-10T15:12:20Z,An Affinity Propagation Based method for Vector Quantization Codebook Design,"Wu Jiang, Fei Ding, Qiao-liang Xiang",http://arxiv.org/pdf/0710.2037v2,No journal ref found,none,cs.CV,Summary16686,0710.2231v1,2007-10-11T12:22:27Z,Comparison and Combination of State-of-the-art Techniques for Handwritten Character Recognition: Topping the MNIST Benchmark,Daniel Keysers,http://arxiv.org/pdf/0710.2231v1,No journal ref found,none,cs.CV,Summary16687,0712.0131v1,2007-12-02T10:02:01Z,Learning Similarity for Character Recognition and 3D Object Recognition,Thomas M. Breuel,http://arxiv.org/pdf/0712.0131v1,No journal ref found,none,cs.CV,Summary16688,0712.0136v1,2007-12-02T10:54:40Z,Learning View Generalization Functions,Thomas M. Breuel,http://arxiv.org/pdf/0712.0136v1,No journal ref found,none,cs.CV,Summary16689,0712.0137v1,2007-12-02T11:02:37Z,View Based Methods can achieve Bayes-Optimal 3D Recognition,Thomas M. Breuel,http://arxiv.org/pdf/0712.0137v1,No journal ref found,none,cs.CV,Summary16690,0712.1878v1,2007-12-12T07:45:08Z,Hierarchy construction schemes within the Scale set framework,"Jean Hugues Pruvot, Luc Brun",http://arxiv.org/pdf/0712.1878v1,"Dans Graph-Based Representations in Pattern Recognition - Graph based Representation 2007, Alicante : Espagne (2007)",none,cs.CV,Summary16691,0712.2923v1,2007-12-18T10:43:23Z,A Class of LULU Operators on Multi-Dimensional Arrays,"Roumen Anguelov, Inger Plaskitt",http://arxiv.org/pdf/0712.2923v1,No journal ref found,none,cs.CV,Summary16692,0712.4015v1,2007-12-24T17:11:56Z,A Fast Hierarchical Multilevel Image Segmentation Method using Unbiased Estimators,"Sreechakra Goparaju, Jayadev Acharya, Ajoy K. Ray, Jaideva C. Goswami",http://arxiv.org/pdf/0712.4015v1,No journal ref found,none,cs.CV,Summary16693,0801.4807v1,2008-01-31T01:46:32Z,Automatic Text Area Segmentation in Natural Images,"Syed Ali Raza Jafri, Mireille Boutin, Edward J. Delp",http://arxiv.org/pdf/0801.4807v1,No journal ref found,none,cs.CV,Summary16694,0802.3528v1,2008-02-24T18:25:51Z,Wavelet and Curvelet Moments for Image Classification: Application to Aggregate Mixture Grading,"Fionn Murtagh, Jean-Luc Starck",http://arxiv.org/pdf/0802.3528v1,"Pattern Recognition Letters, 29, 1557-1564, 2008",none,cs.CV,Summary16695,0803.1586v1,2008-03-11T13:40:42Z,Spatio-activity based object detection,"Jarrad Springett, Jeroen Vendrig",http://arxiv.org/pdf/0803.1586v1,No journal ref found,none,cs.CV,Summary16696,0803.2812v2,2008-03-19T14:55:15Z,Using Spatially Varying Pixels Exposures and Bayer-covered Photosensors for High Dynamic Range Imaging,Mikhail V. Konnik,http://arxiv.org/pdf/0803.2812v2,No journal ref found,none,cs.CV,Summary16697,0804.1982v2,2008-04-12T03:13:33Z,Linear Time Recognition Algorithms for Topological Invariants in 3D,"Li Chen, Yongwu Rong",http://arxiv.org/pdf/0804.1982v2,No journal ref found,none,cs.CV,Summary16698,0805.1854v2,2008-05-13T13:39:19Z,A New Algorithm for Interactive Structural Image Segmentation,"Alexandre Noma, Ana B. V. Graciano, Luis Augusto Consularo, Roberto M. Cesar-Jr, Isabelle Bloch",http://arxiv.org/pdf/0805.1854v2,No journal ref found,none,cs.CV,Summary16699,0805.2324v1,2008-05-15T13:15:08Z,A multilateral filtering method applied to airplane runway image,"Zhang Yu, Shi Zhong-ke, Wang Run-quan",http://arxiv.org/pdf/0805.2324v1,No journal ref found,none,cs.CV,Summary16700,0805.2690v1,2008-05-17T17:15:26Z,Increasing Linear Dynamic Range of Commercial Digital Photocamera Used in Imaging Systems with Optical Coding,"M. V. Konnik, E. A. Manykin, S. N. Starikov",http://arxiv.org/pdf/0805.2690v1,No journal ref found,none,cs.CV,Summary16701,0805.3217v1,2008-05-21T07:54:07Z,Statistical region-based active contours with exponential family observations,"François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu",http://arxiv.org/pdf/0805.3217v1,No journal ref found,none,cs.CV,Summary16702,0805.3218v1,2008-05-21T08:06:01Z,Region-based active contour with noise and shape priors,"François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu, Eric Saloux",http://arxiv.org/pdf/0805.3218v1,No journal ref found,none,cs.CV,Summary16703,0805.3964v2,2008-05-26T14:16:06Z,DimReduction - Interactive Graphic Environment for Dimensionality Reduction,"Fabricio Martins Lopes, David Correa Martins-Jr, Roberto M. Cesar-Jr",http://arxiv.org/pdf/0805.3964v2,"BMC Bioinformatics 2008, 9:451",none,cs.CV,Summary16704,0806.0689v1,2008-06-04T05:05:19Z,Directional Cross Diamond Search Algorithm for Fast Block Motion Estimation,"Hongjun Jia, Li Zhang",http://arxiv.org/pdf/0806.0689v1,No journal ref found,none,cs.CV,Summary16705,0806.1446v1,2008-06-08T10:15:04Z,Fast Wavelet-Based Visual Classification,"Guoshen Yu, Jean-Jacques Slotine",http://arxiv.org/pdf/0806.1446v1,No journal ref found,none,cs.CV,Summary16706,0806.1984v1,2008-06-12T01:12:25Z,Classification of curves in 2D and 3D via affine integral signatures,"S. Feng, I. A. Kogan, H. Krim",http://arxiv.org/pdf/0806.1984v1,No journal ref found,none,cs.CV,Summary16707,0806.3885v1,2008-06-24T13:43:06Z,Conceptualization of seeded region growing by pixels aggregation. Part 1: the framework,Vincent Tariel,http://arxiv.org/pdf/0806.3885v1,No journal ref found,none,cs.CV,Summary16708,0806.3887v1,2008-06-24T13:34:15Z,Conceptualization of seeded region growing by pixels aggregation. Part 2: how to localize a final partition invariant about the seeded region initialisation order,Vincent Tariel,http://arxiv.org/pdf/0806.3887v1,No journal ref found,none,cs.CV,Summary16709,0806.3928v1,2008-06-24T17:02:47Z,Conceptualization of seeded region growing by pixels aggregation. Part 3: a wide range of algorithms,Vincent Tariel,http://arxiv.org/pdf/0806.3928v1,No journal ref found,none,cs.CV,Summary16710,0806.3939v2,2008-06-24T17:40:25Z,"Conceptualization of seeded region growing by pixels aggregation. Part 4: Simple, generic and robust extraction of grains in granular materials obtained by X-ray tomography",Vincent Tariel,http://arxiv.org/pdf/0806.3939v2,No journal ref found,none,cs.CV,Summary16711,0807.2047v3,2008-07-13T18:37:06Z,The Five Points Pose Problem : A New and Accurate Solution Adapted to any Geometric Configuration,"Mahzad Kalantari, Franck Jung, JeanPierre Guedon, Nicolas Paparoditis",http://arxiv.org/pdf/0807.2047v3,No journal ref found,none,cs.CV,Summary16712,0807.4701v1,2008-07-29T16:28:44Z,An image processing analysis of skin textures,"A. Sparavigna, R. Marazzato",http://arxiv.org/pdf/0807.4701v1,"Skin Research and Technology, Volume 16 Issue 2, Pages 161 - 167, 2010",none,cs.CV,Summary16713,0808.2227v1,2008-08-16T01:34:48Z,Higher Order Moments Generation by Mellin Transform for Compound Models of Clutter,C Bhattacharya,http://arxiv.org/pdf/0808.2227v1,No journal ref found,none,cs.CV,Summary16714,0809.1802v1,2008-09-10T14:43:37Z,Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents,"William Brouwer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. L. Giles",http://arxiv.org/pdf/0809.1802v1,No journal ref found,none,cs.CV,Summary16715,0809.3083v1,2008-09-18T07:16:34Z,Supervised Dictionary Learning,"Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman",http://arxiv.org/pdf/0809.3083v1,No journal ref found,none,cs.CV,Summary16716,0809.3690v1,2008-09-22T12:08:24Z,Modeling and Control with Local Linearizing Nadaraya Watson Regression,"Steffen Kühn, Clemens Gühmann",http://arxiv.org/pdf/0809.3690v1,No journal ref found,none,cs.CV,Summary16717,0810.4426v2,2008-10-24T10:50:59Z,Camera distortion self-calibration using the plumb-line constraint and minimal Hough entropy,"Edward Rosten, Rohan Loveland",http://arxiv.org/pdf/0810.4426v2,No journal ref found,none,cs.CV,Summary16718,0810.4617v2,2008-10-25T16:02:32Z,Graph-based classification of multiple observation sets,"Effrosyni Kokiopoulou, Pascal Frossard",http://arxiv.org/pdf/0810.4617v2,No journal ref found,none,cs.CV,Summary16719,0810.5325v1,2008-10-29T17:43:54Z,3D Face Recognition with Sparse Spherical Representations,"R. Sala Llonch, E. Kokiopoulou, I. Tosic, P. Frossard",http://arxiv.org/pdf/0810.5325v1,No journal ref found,none,cs.CV,Summary16720,0811.4699v2,2008-11-28T12:11:21Z,Mapping Images with the Coherence Length Diagrams,"A. Sparavigna, R. Marazzato",http://arxiv.org/pdf/0811.4699v2,"International Journal of Software Engineering and Computing, pp. 53-57, 2009, Vol. 1",none,cs.CV,Summary16721,0812.1340v2,2008-12-07T11:42:41Z,Obtaining Depth Maps From Color Images By Region Based Stereo Matching Algorithms,B. Baykant Alagoz,http://arxiv.org/pdf/0812.1340v2,"OncuBilim Algorithm And Systems Labs. Vol.08, Art.No:04,(2008)",none,cs.CV,Summary16722,0812.2892v1,2008-12-15T19:24:45Z,Sparse Component Analysis (SCA) in Random-valued and Salt and Pepper Noise Removal,"Hadi. Zayyani, Seyyedmajid Valiollahzadeh, Massoud. Babaie-Zadeh",http://arxiv.org/pdf/0812.2892v1,No journal ref found,none,cs.CV,Summary16723,0901.4953v1,2009-01-30T19:38:44Z,A Keygraph Classification Framework for Real-Time Object Detection,"Marcelo Hashimoto, Roberto M. Cesar Jr",http://arxiv.org/pdf/0901.4953v1,No journal ref found,none,cs.CV,Summary16724,0902.2788v2,2009-02-16T21:13:35Z,Using SLP Neural Network to Persian Handwritten Digits Recognition,"Ali Pourmohammad, Seyed Mohammad Ahadi",http://arxiv.org/pdf/0902.2788v2,No journal ref found,none,cs.CV,Summary16725,0902.4073v1,2009-02-24T20:34:43Z,Dipole and Quadrupole Moments in Image Processing,Amelia Sparavigna,http://arxiv.org/pdf/0902.4073v1,No journal ref found,none,cs.CV,Summary16726,0902.4663v1,2009-02-26T18:42:30Z,Dipole Vectors in Images Processing,Amelia Sparavigna,http://arxiv.org/pdf/0902.4663v1,No journal ref found,none,cs.CV,Summary16727,0903.0134v2,2009-03-01T11:10:27Z,Recognition of Regular Shapes in Satelite Images,"Ahmad Reza Eskandari, Ali Pourmohammad",http://arxiv.org/pdf/0903.0134v2,No journal ref found,none,cs.CV,Summary16728,0903.0538v1,2009-03-03T14:08:24Z,Real-time Texture Error Detection,"Dan Laurentiu Lacrama, Florin Alexa, Adriana Balta",http://arxiv.org/pdf/0903.0538v1,"Ann. Univ. Tibiscus, Comp. Sci. Series 6 (2008), 127-134",none,cs.CV,Summary16729,0903.5045v1,2009-03-30T06:00:15Z,Digital Restoration of Ancient Papyri,Amelia Sparavigna,http://arxiv.org/pdf/0903.5045v1,No journal ref found,none,cs.CV,Summary16730,0904.0962v1,2009-04-06T16:25:08Z,Color Dipole Moments for Edge Detection,Amelia Sparavigna,http://arxiv.org/pdf/0904.0962v1,No journal ref found,none,cs.CV,Summary16731,0904.1613v1,2009-04-09T22:15:25Z,On the closed-form solution of the rotation matrix arising in computer vision problems,"Andriy Myronenko, Xubo Song",http://arxiv.org/pdf/0904.1613v1,No journal ref found,none,cs.CV,Summary16732,0905.2635v1,2009-05-15T22:28:00Z,Point-Set Registration: Coherent Point Drift,"Andriy Myronenko, Xubo Song",http://arxiv.org/pdf/0905.2635v1,"IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 32, issue 12, pp. 2262-2275",none,cs.CV,Summary16733,0905.2924v1,2009-05-18T16:07:52Z,Colorization of Natural Images via L1 Optimization,"Nassir Mohammad, Alexander Balinsky",http://arxiv.org/pdf/0905.2924v1,No journal ref found,none,cs.CV,Summary16734,0905.2958v3,2009-05-18T19:44:58Z,A statistical learning approach to color demosaicing,J. H. Oaknin,http://arxiv.org/pdf/0905.2958v3,No journal ref found,none,cs.CV,Summary16735,0905.3964v1,2009-05-25T08:29:01Z,A New Solution to the Relative Orientation Problem using only 3 Points and the Vertical Direction,"Mahzad Kalantari, Amir Hashemi, Franck Jung, JeanPierre Guedon",http://arxiv.org/pdf/0905.3964v1,No journal ref found,none,cs.CV,Summary16736,0906.1763v2,2009-06-09T19:50:10Z,Segmentation of Facial Expressions Using Semi-Definite Programming and Generalized Principal Component Analysis,"Behnood Gholami, Allen R. Tannenbaum, Wassim M. Haddad",http://arxiv.org/pdf/0906.1763v2,No journal ref found,none,cs.CV,Summary16737,0906.3068v1,2009-06-17T04:42:39Z,Deformable Model with a Complexity Independent from Image Resolution,"Jacques-Olivier Lachaud, Benjamin Taton",http://arxiv.org/pdf/0906.3068v1,Computer Vision and Image Understanding 99 (2005) 453-475,none,cs.CV,Summary16738,0906.3323v1,2009-06-17T23:24:38Z,Adaptive Regularization of Ill-Posed Problems: Application to Non-rigid Image Registration,"Andriy Myronenko, Xubo Song",http://arxiv.org/pdf/0906.3323v1,No journal ref found,none,cs.CV,Summary16739,0906.3770v1,2009-06-20T03:00:37Z,Automatic Defect Detection and Classification Technique from Image: A Special Case Using Ceramic Tiles,"G. M. Atiqur Rahaman, Md. Mobarak Hossain",http://arxiv.org/pdf/0906.3770v1,"IJCSIS, June 2009, Vol. 1",none,cs.CV,Summary16740,0906.4131v2,2009-06-22T21:10:46Z,Automatic Spatially-Adaptive Balancing of Energy Terms for Image Segmentation,"Josna Rao, Ghassan Hamarneh, Rafeef Abugharbieh",http://arxiv.org/pdf/0906.4131v2,No journal ref found,none,cs.CV,Summary16741,0906.4789v1,2009-06-25T20:14:42Z,Efficient IRIS Recognition through Improvement of Feature Extraction and subset Selection,"Amir Azizi, Hamid Reza Pourreza",http://arxiv.org/pdf/0906.4789v1,"IJCSIS JUne 2009 Issue, Vol. 2, No. 1",none,cs.CV,Summary16742,0906.5039v1,2009-06-27T04:46:23Z,A new approach for digit recognition based on hand gesture analysis,"Ahmed Ben Jmaa, Walid Mahdi, Yousra Ben Jemaa, Abdelmajid Ben Hamadou",http://arxiv.org/pdf/0906.5039v1,"IJCSIS June 2009 Issue, Vol. 2, No. 1",none,cs.CV,Summary16743,0907.0204v1,2009-07-01T17:18:46Z,Multi-Label MRF Optimization via Least Squares s-t Cuts,Ghassan Hamarneh,http://arxiv.org/pdf/0907.0204v1,No journal ref found,none,cs.CV,Summary16744,0907.0288v1,2009-07-02T04:57:32Z,An Iterative Fingerprint Enhancement Algorithm Based on Accurate Determination of Orientation Flow,Simant Dube,http://arxiv.org/pdf/0907.0288v1,No journal ref found,none,cs.CV,Summary16745,0907.0418v1,2009-07-02T16:09:47Z,Bounding the Probability of Error for High Precision Recognition,"Andrew Kae, Gary B. Huang, Erik Learned-Miller",http://arxiv.org/pdf/0907.0418v1,No journal ref found,none,cs.CV,Summary16746,0907.1545v1,2009-07-09T13:43:12Z,Augmenting Light Field to model Wave Optics effects,"Se Baek Oh, George Barbastathis, Ramesh Raskar",http://arxiv.org/pdf/0907.1545v1,No journal ref found,none,cs.CV,Summary16747,0907.2075v1,2009-07-12T22:39:34Z,Multiresolution Elastic Medical Image Registration in Standard Intensity Scale,"Ulas Bagci, Li Bai",http://arxiv.org/pdf/0907.2075v1,"IEEE 20th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI-07), Belo Horizonte-Minas Gerais, Brasil, October 7-10, 2007",none,cs.CV,Summary16748,0907.3209v1,2009-07-18T11:28:41Z,Registration of Standardized Histological Images in Feature Space,"Ulas Bagci, Li Bai",http://arxiv.org/pdf/0907.3209v1,"SPIE Medical Imaging 2008: Image Processing. Edited by Reinhardt, Joseph M.; Pluim, Josien P. W. Proceedings of the SPIE, Volume 6914, pp. 69142V-69142V-9 (2008)",none,cs.CV,Summary16749,0907.3215v1,2009-07-18T12:32:27Z,Fully Automatic 3D Reconstruction of Histological Images,"Ulas Bagci, Li Bai",http://arxiv.org/pdf/0907.3215v1,"5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro ISBI-08, pp. 591-594. 2008",none,cs.CV,Summary16750,0907.3218v1,2009-07-18T13:03:19Z,Parallel AdaBoost Algorithm for Gabor Wavelet Selection in Face Recognition,"Ulas Bagci, Li Bai",http://arxiv.org/pdf/0907.3218v1,"IEEE International Conference on Image Processing (ICIP-08), San Diego, CA, U.S.A, 12-15 October, 2008",none,cs.CV,Summary16751,0907.4354v1,2009-07-24T18:01:08Z,Learning Object Location Predictors with Boosting and Grammar-Guided Feature Extraction,"Damian Eads, Edward Rosten, David Helmbold",http://arxiv.org/pdf/0907.4354v1,No journal ref found,none,cs.CV,Summary16752,0907.4984v1,2009-07-28T20:02:15Z,Automatic local Gabor Features extraction for face recognition,"Yousra Ben Jemaa, Sana Khanfir",http://arxiv.org/pdf/0907.4984v1,"IJCSIS July 2009, Volume 3, ISSN 1947 5500",none,cs.CV,Summary16753,0907.5321v2,2009-07-30T12:23:25Z,Multiple pattern classification by sparse subspace decomposition,Tomoya Sakai,http://arxiv.org/pdf/0907.5321v2,No journal ref found,none,cs.CV,Summary16754,0908.1369v1,2009-08-10T18:33:51Z,Segmentation for radar images based on active contour,"Meijun Zhu, Pengfei Zhang",http://arxiv.org/pdf/0908.1369v1,No journal ref found,none,cs.CV,Summary16755,0908.1919v3,2009-08-13T15:41:44Z,A dyadic solution of relative pose problems,Patrick Erik Bradley,http://arxiv.org/pdf/0908.1919v3,No journal ref found,none,cs.CV,Summary16756,0908.4386v1,2009-08-30T11:55:48Z,Handwritten Farsi Character Recognition using Artificial Neural Network,"Reza Gharoie Ahangar, Mohammad Farajpoor Ahangar",http://arxiv.org/pdf/0908.4386v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 4, No. 1 & 2, August 2009, USA",none,cs.CV,Summary16757,0909.0481v1,2009-09-02T17:46:08Z,Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation,"Fionn Murtagh, Pedro Contreras, Jean-Luc Starck",http://arxiv.org/pdf/0909.0481v1,"Entropy, 11 (3), 513-528, 2009",none,cs.CV,Summary16758,0909.1605v1,2009-09-09T01:58:23Z,Kernel Spectral Curvature Clustering (KSCC),"G. Chen, S. Atev, G. Lerman",http://arxiv.org/pdf/0909.1605v1,"Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on, 2009, pp. 765 - 772",none,cs.CV,Summary16759,0909.1608v1,2009-09-09T02:12:22Z,Motion Segmentation by SCC on the Hopkins 155 Database,"G. Chen, G. Lerman",http://arxiv.org/pdf/0909.1608v1,"Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on, 2009, pp. 759 - 764",none,cs.CV,Summary16760,0909.3911v1,2009-09-22T05:38:32Z,A Method for Extraction and Recognition of Isolated License Plate Characters,"Yon Ping Chen, Tien Der Yeh",http://arxiv.org/pdf/0909.3911v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 5, No. 1, pp. 1-10, August 2009, USA",none,cs.CV,Summary16761,0909.5458v1,2009-09-29T22:39:19Z,Information tracking approach to segmentation of ultrasound imagery of prostate,"Robert Sheng Xu, Oleg Michailovich, Magdy Salama",http://arxiv.org/pdf/0909.5458v1,No journal ref found,none,cs.CV,Summary16762,0909.5460v2,2009-09-29T22:33:10Z,Iterative Shrinkage Approach to Restoration of Optical Imagery,"E. Shaked, O. Michailovich",http://arxiv.org/pdf/0909.5460v2,No journal ref found,none,cs.CV,Summary16763,0911.0481v1,2009-11-03T03:37:03Z,An Optimal Method For Wake Detection In SAR Images Using Radon Transformation Combined With Wavelet Filters,"M. Krishnaveni, Suresh Kumar Thakur, P. Subashini",http://arxiv.org/pdf/0911.0481v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 1, pp. 066-069, October 2009, USA",none,cs.CV,Summary16764,0911.0490v1,2009-11-03T04:33:55Z,Breast Cancer Detection Using Multilevel Thresholding,"Y. Ireaneus Anna Rejani, S. Thamarai Selvi",http://arxiv.org/pdf/0911.0490v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 1, pp. 111-115, October 2009, USA",none,cs.CV,Summary16765,0911.4874v2,2009-11-25T15:16:53Z,Non-photorealistic image processing: an Impressionist rendering,"Amelia Carolina Sparavigna, Roberto Marazzato",http://arxiv.org/pdf/0911.4874v2,No journal ref found,none,cs.CV,Summary16766,0911.5462v1,2009-11-29T07:07:54Z,Pigment Melanin: Pattern for Iris Recognition,"Mahdi S. Hosseini, Babak N. Araabi, Hamid Soltanian-Zadeh",http://arxiv.org/pdf/0911.5462v1,No journal ref found,none,cs.CV,Summary16767,0912.0600v1,2009-12-03T08:54:24Z,Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views,"Alireza Ghahari, Reza Aghaeizadeh Zoroofi",http://arxiv.org/pdf/0912.0600v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 2, pp. 042-047, November 2009, USA",none,cs.CV,Summary16768,0912.1310v1,2009-12-07T19:04:41Z,Automatic creation of urban velocity fields from aerial video,"Edward Rosten, Rohan Loveland, Mark Hickman",http://arxiv.org/pdf/0912.1310v1,No journal ref found,none,cs.CV,Summary16769,0912.3589v1,2009-12-18T05:58:54Z,Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation,"Marcus Hutter, Nathan Brewer",http://arxiv.org/pdf/0912.3589v1,Proc. 24th Conf. on Image and Vision Computing New Zealand (IVCNZ 2009) pages 153-158,none,cs.CV,Summary16770,0912.3973v2,2009-12-20T03:49:21Z,A Novel Feature Extraction for Robust EMG Pattern Recognition,"Angkoon Phinyomark, Chusak Limsakul, Pornchai Phukpattaranont",http://arxiv.org/pdf/0912.3973v2,"Journal of Computing, Volume 1, Issue 1, pp 71-80, December 2009",none,cs.CV,Summary16771,0912.5502v1,2009-12-30T18:19:53Z,Writer Identification Using Inexpensive Signal Processing Techniques,"Serguei A. Mokhov, Miao Song, Ching Y. Suen",http://arxiv.org/pdf/0912.5502v1,No journal ref found,none,cs.CV,Summary16772,1001.0927v1,2010-01-06T16:05:25Z,Accelerating Competitive Learning Graph Quantization,"Brijnesh J. Jain, Klaus Obermayer",http://arxiv.org/pdf/1001.0927v1,No journal ref found,none,cs.CV,Summary16773,1001.1221v1,2010-01-08T08:30:51Z,Boosting k-NN for categorization of natural scenes,"Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud",http://arxiv.org/pdf/1001.1221v1,No journal ref found,none,cs.CV,Summary16774,1001.1968v1,2010-01-12T18:18:10Z,A Topological derivative based image segmentation for sign language recognition system using isotropic filter,"M. Krishnaveni, Dr. V. Radha",http://arxiv.org/pdf/1001.1968v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 3, pp. 041-045, December 2009, USA",none,cs.CV,Summary16775,1001.3487v1,2010-01-20T07:46:23Z,Features Based Text Similarity Detection,"Chow Kok Kent, Naomie Salim",http://arxiv.org/pdf/1001.3487v1,"Journal of Computing, Vol. 2, Issue 1, January 2010",none,cs.CV,Summary16776,1001.3502v1,2010-01-20T08:17:26Z,3D Skull Recognition Using 3D Matching Technique,"Hamdan. O. Alanazi, B. B Zaidan, A. A Zaidan",http://arxiv.org/pdf/1001.3502v1,"Journal of Computing, Vol. 2, Issue 1, January 2010",none,cs.CV,Summary16777,1001.3503v1,2010-01-20T08:19:48Z,Hybrid Medical Image Classification Using Association Rule Mining with Decision Tree Algorithm,"P. Rajendran, M. Madheswaran",http://arxiv.org/pdf/1001.3503v1,"Journal of Computing, Vol. 2, Issue 1, January 2010",none,cs.CV,Summary16778,1001.3735v1,2010-01-21T07:15:29Z,Gradient Based Seeded Region Grow method for CT Angiographic Image Segmentation,"G. N. Harikrishna Rai, T. R. Gopalakrishnan Nair",http://arxiv.org/pdf/1001.3735v1,"InterJRI Computer Science and Networking, Volume 1, Issue 1, pp 1-6, 2009",none,cs.CV,Summary16779,1001.4189v1,2010-01-23T19:00:44Z,Detection and Demarcation of Tumor using Vector Quantization in MRI images,"H. B. Kekre, Tanuja K. Sarode, Saylee M. Gharge",http://arxiv.org/pdf/1001.4189v1,IJEST Volume 1 Issue 2 2009 59-66,none,cs.CV,Summary16780,1001.4297v1,2010-01-25T01:40:40Z,Multi-camera Realtime 3D Tracking of Multiple Flying Animals,"Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson",http://arxiv.org/pdf/1001.4297v1,No journal ref found,none,cs.CV,Summary16781,1001.5352v1,2010-01-29T08:29:57Z,Kannada Character Recognition System A Review,"K. Indira, S. Sethu Selvi",http://arxiv.org/pdf/1001.5352v1,No journal ref found,none,cs.CV,Summary16782,1001.5359v1,2010-01-29T09:03:48Z,Threshold Based Indexing of Commercial Shoe Print to Create Reference and Recovery Images,"S. Rathinavel, S. Arumugam",http://arxiv.org/pdf/1001.5359v1,"InterJRI Computer Science and Networking, Volume 1, pp 49-52, 2009",none,cs.CV,Summary16783,1003.0487v1,2010-03-02T01:12:34Z,Scalable Large-Margin Mahalanobis Distance Metric Learning,"Chunhua Shen, Junae Kim, Lei Wang",http://arxiv.org/pdf/1003.0487v1,No journal ref found,none,cs.CV,Summary16784,1003.0642v2,2010-03-02T17:45:26Z,Text Region Extraction from Business Card Images for Mobile Devices,"Ayatullah Faruk Mollah, Subhadip Basu, Nibaran Das, Ram Sarkar, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1003.0642v2,No journal ref found,none,cs.CV,Summary16785,1003.0645v2,2010-03-02T18:02:40Z,Binarizing Business Card Images for Mobile Devices,"Ayatullah Faruk Mollah, Subhadip Basu, Nibaran Das, Ram Sarkar, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1003.0645v2,No journal ref found,none,cs.CV,Summary16786,1003.0776v1,2010-03-03T10:58:20Z,Properties of the Discrete Pulse Transform for Multi-Dimensional Arrays,"Roumen Anguelov, Inger Fabris-Rotelli",http://arxiv.org/pdf/1003.0776v1,No journal ref found,none,cs.CV,Summary16787,1003.1072v2,2010-03-04T15:57:41Z,An Offline Technique for Localization of License Plates for Indian Commercial Vehicles,"Satadal Saha, Subhadip Basu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1003.1072v2,No journal ref found,none,cs.CV,Summary16788,1003.1511v1,2010-03-07T18:46:12Z,Clinical gait data analysis based on Spatio-Temporal features,"Rohit Katiyar, Dr. Vinay Kumar Pathak",http://arxiv.org/pdf/1003.1511v1,No journal ref found,none,cs.CV,Summary16789,1003.1803v1,2010-03-09T07:05:47Z,Nonlinear Filter Based Image Denoising Using AMF Approach,"T. K. Thivakaran, RM. Chandrasekaran",http://arxiv.org/pdf/1003.1803v1,No journal ref found,none,cs.CV,Summary16790,1003.1819v1,2010-03-09T07:39:03Z,Facial Gesture Recognition Using Correlation And Mahalanobis Distance,"Supriya Kapoor, Shruti Khanna, Rahul Bhatia",http://arxiv.org/pdf/1003.1819v1,No journal ref found,none,cs.CV,Summary16791,1003.1826v1,2010-03-09T08:09:02Z,A GA based Window Selection Methodology to Enhance Window based Multi wavelet transformation and thresholding aided CT image denoising technique,"Syed Amjad Ali, Srinivasan Vathsal, K. Lal kishore",http://arxiv.org/pdf/1003.1826v1,No journal ref found,none,cs.CV,Summary16792,1003.1827v1,2010-03-09T08:13:37Z,Investigation and Assessment of Disorder of Ultrasound B-mode Images,"Vidhi Rawat, Alok jain, Vibhakar shrimali",http://arxiv.org/pdf/1003.1827v1,No journal ref found,none,cs.CV,Summary16793,1003.1891v1,2010-03-09T14:56:00Z,Handwritten Arabic Numeral Recognition using a Multi Layer Perceptron,"Nibaran Das, Ayatullah Faruk Mollah, Sudip Saha, Syed Sahidul Haque",http://arxiv.org/pdf/1003.1891v1,No journal ref found,none,cs.CV,Summary16794,1003.1894v1,2010-03-09T15:05:37Z,A comparative study of different feature sets for recognition of handwritten Arabic numerals using a Multi Layer Perceptron,"Nibaran Das, Ayatullah Faruk Mollah, Ram Sarkar, Subhadip Basu",http://arxiv.org/pdf/1003.1894v1,No journal ref found,none,cs.CV,Summary16795,1003.3266v1,2010-03-16T22:30:12Z,Pattern recognition using inverse resonance filtration,"Olga Sofina, Yuriy Bunyak, Roman Kvetnyy",http://arxiv.org/pdf/1003.3266v1,No journal ref found,none,cs.CV,Summary16796,1003.3654v1,2010-03-18T19:01:56Z,Sliding window approach based Text Binarisation from Complex Textual images,"Chitrakala Gopalan, D. Manjula",http://arxiv.org/pdf/1003.3654v1,"International Journal on Computer Science and Engineering, IJCSE, Vol. 2, No. 2 March 2010",none,cs.CV,Summary16797,1003.4021v1,2010-03-21T20:21:09Z,System-theoretic approach to image interest point detection,Vitaly Pimenov,http://arxiv.org/pdf/1003.4021v1,No journal ref found,none,cs.CV,Summary16798,1003.4053v1,2010-03-22T03:39:46Z,A Comprehensive Review of Image Enhancement Techniques,"Raman Maini, Himanshu Aggarwal",http://arxiv.org/pdf/1003.4053v1,"Journal of Computing, Volume 2, Issue 3, March 2010, https://sites.google.com/site/journalofcomputing/",none,cs.CV,Summary16799,1003.4087v1,2010-03-22T06:49:30Z,Land-cover Classification and Mapping for Eastern Himalayan State Sikkim,"Ratika Pradhan, Mohan P. Pradhan, Ashish Bhusan, Ronak K. Pradhan, M. K. Ghose",http://arxiv.org/pdf/1003.4087v1,"Journal of Computing, Volume 2, Issue 3, March 2010, https://sites.google.com/site/journalofcomputing/",none,cs.CV,Summary16800,1003.5249v1,2010-03-27T00:17:19Z,Active Testing for Face Detection and Localization,"Raphael Sznitman, Bruno Jedynak",http://arxiv.org/pdf/1003.5249v1,No journal ref found,none,cs.CV,Summary16801,1003.5320v1,2010-03-27T20:57:47Z,The Video Genome,"Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel",http://arxiv.org/pdf/1003.5320v1,No journal ref found,none,cs.CV,Summary16802,1003.5821v1,2010-03-30T13:58:08Z,Tuning CLD Maps,"Roberto Marazzato, Amelia Carolina Sparavigna",http://arxiv.org/pdf/1003.5821v1,"International Journal of Software Engineering and Computing, 2011, Volume 3, Issue 1, Pages 17-23",none,cs.CV,Summary16803,1003.5861v1,2010-03-30T16:26:39Z,Robust multi-camera view face recognition,"Dakshina Ranjan Kisku, Hunny Mehrotra, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1003.5861v1,No journal ref found,none,cs.CV,Summary16804,1003.5886v1,2010-03-30T18:22:44Z,Development of a multi-user handwriting recognition system using Tesseract open source OCR engine,"Sandip Rakshit, Subhadip Basu",http://arxiv.org/pdf/1003.5886v1,No journal ref found,none,cs.CV,Summary16805,1003.5891v1,2010-03-30T18:35:37Z,Recognition of Handwritten Roman Script Using Tesseract Open source OCR Engine,"Sandip Rakshit, Subhadip Basu",http://arxiv.org/pdf/1003.5891v1,No journal ref found,none,cs.CV,Summary16806,1003.5893v1,2010-03-30T18:48:47Z,Recognition of Handwritten Textual Annotations using Tesseract Open Source OCR Engine for information Just In Time (iJIT),"Sandip Rakshit, Subhadip Basu, Hisashi Ikeda",http://arxiv.org/pdf/1003.5893v1,No journal ref found,none,cs.CV,Summary16807,1003.5897v1,2010-03-30T18:54:57Z,Development of a Multi-User Recognition Engine for Handwritten Bangla Basic Characters and Digits,"Sandip Rakshit, Debkumar Ghosal, Tanmoy Das, Subhrajit Dutta, Subhadip Basu",http://arxiv.org/pdf/1003.5897v1,No journal ref found,none,cs.CV,Summary16808,1003.5898v1,2010-03-30T18:59:49Z,Recognition of handwritten Roman Numerals using Tesseract open source OCR engine,"Sandip Rakshit, Amitava Kundu, Mrinmoy Maity, Subhajit Mandal, Satwika Sarkar, Subhadip Basu",http://arxiv.org/pdf/1003.5898v1,No journal ref found,none,cs.CV,Summary16809,1003.6052v2,2010-03-31T13:44:29Z,Development of an automated Red Light Violation Detection System (RLVDS) for Indian vehicles,"Satadal Saha, Subhadip Basu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1003.6052v2,No journal ref found,none,cs.CV,Summary16810,1003.6059v2,2010-03-31T14:00:16Z,A novel scheme for binarization of vehicle images using hierarchical histogram equalization technique,"Satadal Saha, Subhadip Basu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1003.6059v2,No journal ref found,none,cs.CV,Summary16811,1004.0512v1,2010-04-04T15:20:27Z,"Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling","Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad T. Manzuri-Shalmani, Ali A. Kiaei",http://arxiv.org/pdf/1004.0512v1,"LNAI vol. 5998, pp. 161--172, Springer, Heidelberg (Proc. of 4th IAPR Workshop on Artificial Neural Networks in Pattern Recognition), 2010.",none,cs.CV,Summary16812,1004.1215v1,2010-04-08T01:08:30Z,Regularized Richardson-Lucy Algorithm for Sparse Reconstruction of Poissonian Images,"Elad Shaked, Oleg Michailovich",http://arxiv.org/pdf/1004.1215v1,No journal ref found,none,cs.CV,Summary16813,1004.1227v1,2010-04-08T02:39:49Z,Signature Recognition using Multi Scale Fourier Descriptor And Wavelet Transform,"Ismail A. Ismail, Mohammed A. Ramadan, Talaat S. El danaf, Ahmed H. Samak",http://arxiv.org/pdf/1004.1227v1,"IJCSIS, Vol. 7 No. 3, March 2010,",none,cs.CV,Summary16814,1004.1679v1,2010-04-10T04:04:12Z,A Robust Fuzzy Clustering Technique with Spatial Neighborhood Information for Effective Medical Image Segmentation,"S. Zulaikha Beevi, M. Mohammed Sathik, K. Senthamaraikannan",http://arxiv.org/pdf/1004.1679v1,No journal ref found,none,cs.CV,Summary16815,1004.1768v1,2010-04-11T08:01:08Z,A New Approach to Lung Image Segmentation using Fuzzy Possibilistic C-Means Algorithm,"M. Gomathi, P. Thangaraj",http://arxiv.org/pdf/1004.1768v1,"IJCSIS, Vol. 7 No. 3, March 2010, 222-228",none,cs.CV,Summary16816,1004.1886v1,2010-04-12T07:34:39Z,Feature Level Fusion of Face and Palmprint Biometrics by Isomorphic Graph-based Improved K-Medoids Partitioning,"Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1004.1886v1,ISA 2010,none,cs.CV,Summary16817,1004.1887v1,2010-04-12T07:42:09Z,Maximized Posteriori Attributes Selection from Facial Salient Landmarks for Face Recognition,"Phalguni Gupta, Dakshina Ranjan Kisku, Jamuna Kanta Sing, Massimo Tistarelli",http://arxiv.org/pdf/1004.1887v1,ISA 2010,none,cs.CV,Summary16818,1004.3257v1,2010-04-19T17:49:28Z,Offline Handwriting Recognition using Genetic Algorithm,"Rahul Kala, Harsh Vazirani, Anupam Shukla, Ritu Tiwari",http://arxiv.org/pdf/1004.3257v1,"IJCSI, Volume 7, Issue 2, March 2010",none,cs.CV,Summary16819,1004.3276v1,2010-04-19T18:28:46Z,Color Image Compression Based On Wavelet Packet Best Tree,"G. K. Kharate, V. H. Patil",http://arxiv.org/pdf/1004.3276v1,"IJCSI, Volume 7, Issue 2, March 2010",none,cs.CV,Summary16820,1004.3549v1,2010-04-20T20:04:17Z,Signature Region of Interest using Auto cropping,"Bassam Al-Mahadeen, Mokhled S. AlTarawneh, Islam H. AlTarawneh",http://arxiv.org/pdf/1004.3549v1,"IJCSI, Volume 7, Issue 2, March 2010",none,cs.CV,Summary16821,1004.3629v1,2010-04-21T06:27:47Z,Simultaneous Bayesian inference of motion velocity fields and probabilistic models in successive video-frames described by spatio-temporal MRFs,"Yuya Inagaki, Jun-ichi Inoue",http://arxiv.org/pdf/1004.3629v1,No journal ref found,none,cs.CV,Summary16822,1004.3980v1,2010-04-22T18:42:03Z,Hashing Image Patches for Zooming,Mithun Das Gupta,http://arxiv.org/pdf/1004.3980v1,No journal ref found,none,cs.CV,Summary16823,1004.4373v1,2010-04-25T19:10:26Z,Spatially-Adaptive Reconstruction in Computed Tomography Based on Statistical Learning,"Joseph Shtok, Michael Zibulevsky, Michael Elad",http://arxiv.org/pdf/1004.4373v1,No journal ref found,none,cs.CV,Summary16824,1004.4448v1,2010-04-26T09:32:28Z,Deblured Gaussian Blurred Images,"Salem Saleh Al-amri, N. V. Kalyankar, Khamitkar S. D",http://arxiv.org/pdf/1004.4448v1,"Journal of Computing, Volume 2, Issue 4, April 2010",none,cs.CV,Summary16825,1004.4467v1,2010-04-26T10:17:53Z,An Efficient Watermarking Algorithm to Improve Payload and Robustness without Affecting Image Perceptual Quality,"Er. Deepak Aggarwal, Er. Sandeep Kaur, Er. Anantdeep",http://arxiv.org/pdf/1004.4467v1,"Journal of Computing, Volume 2, Issue 4, April 2010, 105-109",none,cs.CV,Summary16826,1004.4793v1,2010-04-27T13:22:36Z,Logical methods of object recognition on satellite images using spatial constraints,R. K. Fedorov,http://arxiv.org/pdf/1004.4793v1,No journal ref found,none,cs.CV,Summary16827,1005.0858v1,2010-05-05T21:46:13Z,Randomized hybrid linear modeling by local best-fit flats,"Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman",http://arxiv.org/pdf/1005.0858v1,"2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (13-18 June 2010), pp. 1927-1934",none,cs.CV,Summary16828,1005.0907v1,2010-05-06T07:25:23Z,Multistage Hybrid Arabic/Indian Numeral OCR System,"Yasser M. Alginaih, Abdul Ahad Siddiqi",http://arxiv.org/pdf/1005.0907v1,No journal ref found,none,cs.CV,Summary16829,1005.0945v1,2010-05-06T09:34:21Z,An Efficient Vein Pattern-based Recognition System,"Mohit Soni, Sandesh Gupta, M. S. Rao, Phalguni Gupta",http://arxiv.org/pdf/1005.0945v1,No journal ref found,none,cs.CV,Summary16830,1005.1471v1,2010-05-10T08:49:56Z,Classification via Incoherent Subspaces,"Karin Schnass, Pierre Vandergheynst",http://arxiv.org/pdf/1005.1471v1,No journal ref found,none,cs.CV,Summary16831,1005.2715v1,2010-05-16T00:31:19Z,On the Subspace of Image Gradient Orientations,"Georgios Tzimiropoulos, Stefanos Zafeiriou",http://arxiv.org/pdf/1005.2715v1,No journal ref found,none,cs.CV,Summary16832,1005.4020v1,2010-05-21T17:30:08Z,Image Segmentation by Using Threshold Techniques,"Salem Saleh Al-amri, N. V. Kalyankar, Khamitkar S. D.",http://arxiv.org/pdf/1005.4020v1,"Journal of Computing, Volume 2, Issue 5, May 2010",none,cs.CV,Summary16833,1005.4034v1,2010-05-21T18:03:44Z,Face Synthesis (FASY) System for Generation of a Face Image from Human Description,"Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1005.4034v1,ICIIS 2008,none,cs.CV,Summary16834,1005.4035v1,2010-05-21T18:07:42Z,Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron for Human Face Recognition,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1005.4035v1,ICIIS 2008,none,cs.CV,Summary16835,1005.4044v1,2010-05-21T19:13:39Z,Reduction of Feature Vectors Using Rough Set Theory for Human Face Recognition,"Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, M. Kundu",http://arxiv.org/pdf/1005.4044v1,ICCS 2005,none,cs.CV,Summary16836,1005.4103v1,2010-05-22T04:22:57Z,LACBoost and FisherBoost: Optimally Building Cascade Classifiers,"Chunhua Shen, Peng Wang, Hanxi Li",http://arxiv.org/pdf/1005.4103v1,No journal ref found,none,cs.CV,Summary16837,1005.4118v1,2010-05-22T11:05:58Z,Incremental Training of a Detector Using Online Sparse Eigen-decomposition,"Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang",http://arxiv.org/pdf/1005.4118v1,No journal ref found,none,cs.CV,Summary16838,1005.4216v1,2010-05-23T18:16:49Z,"Classification of LULC Change Detection using Remotely Sensed Data for Coimbatore City, Tamilnadu, India","Y. Babykalpana, K. ThanushKodi",http://arxiv.org/pdf/1005.4216v1,"Journal of Computing, Volume 2, Issue 5, May 2010",none,cs.CV,Summary16839,1005.4292v1,2010-05-24T09:59:08Z,Application Of Fuzzy System In Segmentation Of MRI Brain Tumor,"Mrigank Rajya, Sonal Rewri, Swati Sheoran",http://arxiv.org/pdf/1005.4292v1,No journal ref found,none,cs.CV,Summary16840,1005.5181v1,2010-05-27T21:27:43Z,Compression Rate Method for Empirical Science and Application to Computer Vision,Daniel Burfoot,http://arxiv.org/pdf/1005.5181v1,No journal ref found,none,cs.CV,Summary16841,1005.5437v1,2010-05-29T08:12:16Z,Content Based Image Retrieval Using Exact Legendre Moments and Support Vector Machine,"Ch. Srinivasa Rao, S. Srinivas Kumar, B. Chandra Mohan",http://arxiv.org/pdf/1005.5437v1,International journal of Multimedia & Its Applications 2.2 (2010) 69-79,none,cs.CV,Summary16842,1005.5439v1,2010-05-29T08:25:50Z,Detection of Bleeding in Wireless Capsule Endoscopy Images Using Range Ratio Color,"Amer A. Al-Rahayfeh, Abdelshakour A. Abuzneid",http://arxiv.org/pdf/1005.5439v1,International journal of Multimedia & Its Applications 2.2 (2010) 1-10,none,cs.CV,Summary16843,1006.1187v1,2010-06-07T07:15:37Z,Biometric Authentication using Nonparametric Methods,"S. V. Sheela, K. R. Radhika",http://arxiv.org/pdf/1006.1187v1,International Journal of Computer Science and Information Technology 2.3 (2010) 114-133,none,cs.CV,Summary16844,1006.2700v1,2010-06-14T12:43:37Z,Image Segmentation Using Weak Shape Priors,"Robert Sheng Xu, Oleg Michailovich, Magdy Salama",http://arxiv.org/pdf/1006.2700v1,No journal ref found,none,cs.CV,Summary16845,1006.2734v1,2010-06-14T15:07:45Z,Penalized K-Nearest-Neighbor-Graph Based Metrics for Clustering,"Ariel E. Baya, Pablo M. Granitto",http://arxiv.org/pdf/1006.2734v1,No journal ref found,none,cs.CV,Summary16846,1006.2804v1,2010-06-14T18:57:35Z,An Effective Fingerprint Verification Technique,"Minakshi Gogoi, D K Bhattacharyya",http://arxiv.org/pdf/1006.2804v1,"Journal of Computer Science and Engineering, Volume 1, Issue 1, p27-35, May 2010",none,cs.CV,Summary16847,1006.3056v1,2010-06-15T19:29:08Z,Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity,"Guoshen Yu, Guillermo Sapiro, Stéphane Mallat",http://arxiv.org/pdf/1006.3056v1,No journal ref found,none,cs.CV,Summary16848,1006.3506v1,2010-06-17T16:27:35Z,Action Recognition in Videos: from Motion Capture Labs to the Web,"Ana Paula Brandão Lopes, Eduardo Alves do Valle Jr., Jussara Marques de Almeida, Arnaldo Albuquerque de Araújo",http://arxiv.org/pdf/1006.3506v1,No journal ref found,none,cs.CV,Summary16849,1006.4175v1,2010-06-21T20:59:43Z,Optimization of Weighted Curvature for Image Segmentation,"Noha El-Zehiry, Leo Grady",http://arxiv.org/pdf/1006.4175v1,No journal ref found,none,cs.CV,Summary16850,1006.4588v1,2010-06-23T16:52:26Z,Efficient Region-Based Image Querying,"S. Sadek, A. Al-Hamadi, B. Michaelis, U. Sayed",http://arxiv.org/pdf/1006.4588v1,"Journal of Computing, Vol. 2, No. 6, June 2010, NY, USA, ISSN 2151-9617",none,cs.CV,Summary16851,1006.4910v2,2010-06-25T04:51:32Z,3D Visual Tracking with Particle and Kalman Filters,Burak Bayramli,http://arxiv.org/pdf/1006.4910v2,No journal ref found,none,cs.CV,Summary16852,1006.5902v1,2010-06-30T16:16:43Z,Performance Comparison of SVM and ANN for Handwritten Devnagari Character Recognition,"Sandhya Arora, Debotosh Bhattacharjee, Mita Nasipuri, L. Malik, M. Kundu, D. K. Basu",http://arxiv.org/pdf/1006.5902v1,IJCSI 2010,none,cs.CV,Summary16853,1006.5908v1,2010-06-30T16:25:21Z,Recognition of Non-Compound Handwritten Devnagari Characters using a Combination of MLP and Minimum Edit Distance,"Sandhya Arora, Debotosh Bhattacharjee, Mita Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1006.5908v1,IJCSS 4(1): 107-120 (2010),none,cs.CV,Summary16854,1006.5911v1,2010-06-30T16:33:01Z,Application of Statistical Features in Handwritten Devnagari Character Recognition,"S. Arora, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1006.5911v1,IJRTE 2(2):40-42(2009),none,cs.CV,Summary16855,1006.5913v1,2010-06-30T16:38:02Z,Multiple Classifier Combination for Off-line Handwritten Devnagari Character Recognition,"Sandhya Arora, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1006.5913v1,ICSC 2008,none,cs.CV,Summary16856,1006.5920v1,2010-06-30T16:54:43Z,A Two Stage Classification Approach for Handwritten Devanagari Characters,"Sandhya Arora, Debotosh Bhattacharjee, Mita Nasipuri, Latesh Malik",http://arxiv.org/pdf/1006.5920v1,ICCIMA 2007,none,cs.CV,Summary16857,1006.5924v1,2010-06-30T17:09:39Z,A novel approach for handwritten Devnagari character recognition,"Sandhya Arora, Latesh Malik, Debotosh Bhattacharjee, Mita Nasipuri",http://arxiv.org/pdf/1006.5924v1,ICSIP 2006,none,cs.CV,Summary16858,1006.5927v1,2010-06-30T17:14:40Z,Classification Of Gradient Change Features Using MLP For Handwritten Character Recognition,"Sandhya Arora, Latesh Malik, Debotosh Bhattacharjee, Mita Nasipuri",http://arxiv.org/pdf/1006.5927v1,EAIT 2006,none,cs.CV,Summary16859,1006.5942v1,2010-06-30T18:01:47Z,FPGA Based Assembling of Facial Components for Human Face Construction,"Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1006.5942v1,IJRTE 1(1):541-545(2009),none,cs.CV,Summary16860,1006.5945v2,2010-06-30T18:07:35Z,Fuzzy Classification of Facial Component Parameters,"S. Halder, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1006.5945v2,IJRTE 2(2): 66-70(2009),none,cs.CV,Summary16861,1007.0085v1,2010-07-01T06:53:50Z,Survey of Nearest Neighbor Techniques,"Nitin Bhatia, Vandana",http://arxiv.org/pdf/1007.0085v1,"IJCSIS vol. 8, No. 2, 2010 pp. 302-305",none,cs.CV,Summary16862,1007.0313v1,2010-07-02T07:50:03Z,Repairing People Trajectories Based on Point Clustering,"Duc Phu Chau, Francois Bremond, Etienne Corvee, Monique Thonnat",http://arxiv.org/pdf/1007.0313v1,"The International Conference on Computer Vision Theory and Applications (VISAPP), Lisboa : Portugal (2009)",none,cs.CV,Summary16863,1007.0547v1,2010-07-04T12:19:16Z,A Fast Decision Technique for Hierarchical Hough Transform for Line Detection,"Chandan Singh, Nitin Bhatia",http://arxiv.org/pdf/1007.0547v1,No journal ref found,none,cs.CV,Summary16864,1007.0618v1,2010-07-05T05:24:30Z,Face Synthesis (FASY) System for Determining the Characteristics of a Face Image,"Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0618v1,RAIT 2009,none,cs.CV,Summary16865,1007.0620v1,2010-07-05T05:56:44Z,Quotient Based Multiresolution Image Fusion of Thermal and Visual Images Using Daubechies Wavelet Transform for Human Face Recognition,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0620v1,No journal ref found,none,cs.CV,Summary16866,1007.0621v1,2010-07-05T06:04:43Z,Fusion of Daubechies Wavelet Coefficients for Human Face Recognition,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0621v1,No journal ref found,none,cs.CV,Summary16867,1007.0626v1,2010-07-05T07:33:45Z,Fusion of Wavelet Coefficients from Visual and Thermal Face Images for Human Face Recognition - A Comparative Study,"M. K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1007.0626v1,No journal ref found,none,cs.CV,Summary16868,1007.0627v1,2010-07-05T07:40:56Z,A Parallel Framework for Multilayer Perceptron for Human Face Recognition,"M. K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1007.0627v1,No journal ref found,none,cs.CV,Summary16869,1007.0628v1,2010-07-05T07:45:48Z,Image Pixel Fusion for Human Face Recognition,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0628v1,No journal ref found,none,cs.CV,Summary16870,1007.0631v1,2010-07-05T07:57:42Z,Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition,"M. K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu",http://arxiv.org/pdf/1007.0631v1,No journal ref found,none,cs.CV,Summary16871,1007.0633v1,2010-07-05T08:01:11Z,Classification of fused face images using multilayer perceptron neural network,"Debotosh Bhattacharjee, Mrinal Kanti Bhowmik, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0633v1,No journal ref found,none,cs.CV,Summary16872,1007.0636v1,2010-07-05T08:05:14Z,Classification of Log-Polar-Visual Eigenfaces using Multilayer Perceptron,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Mahantapas Kundu, Dipak Kumar Basu",http://arxiv.org/pdf/1007.0636v1,No journal ref found,none,cs.CV,Summary16873,1007.0638v1,2010-07-05T08:10:30Z,Human Face Recognition using Line Features,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu",http://arxiv.org/pdf/1007.0638v1,No journal ref found,none,cs.CV,Summary16874,1007.1016v1,2010-07-06T23:25:39Z,Bilateral filters: what they can and cannot do,Oleg S. Pianykh,http://arxiv.org/pdf/1007.1016v1,No journal ref found,none,cs.CV,Summary16875,1007.1048v1,2010-07-07T04:49:16Z,Registration of Brain Images using Fast Walsh Hadamard Transform,"D. Sasikala, R. Neelaveni",http://arxiv.org/pdf/1007.1048v1,"(IJCSIS) International Journal of Computer Science and Information Security, Vol. 8, No. 2, May 2010",none,cs.CV,Summary16876,1007.1398v1,2010-07-08T15:10:05Z,Multi-environment model estimation for motility analysis of Caenorhabditis Elegans,"Raphael Sznitman, Manaswi Gupta, Gregory D. Hager, Paulo E. Arratia, Josue Sznitman",http://arxiv.org/pdf/1007.1398v1,No journal ref found,none,cs.CV,Summary16877,1007.1432v1,2010-07-08T18:12:49Z,"Improved RANSAC performance using simple, iterative minimal-set solvers","Edward Rosten, Gerhard Reitmayr, Tom Drummond",http://arxiv.org/pdf/1007.1432v1,No journal ref found,none,cs.CV,Summary16878,1007.1708v1,2010-07-10T09:01:48Z,A Study on the Effectiveness of Different Patch Size and Shape for Eyes and Mouth Detection,"Lim Huey Charn, Liyana Nuraini Rasid, Shahrel A. Suandi",http://arxiv.org/pdf/1007.1708v1,"(IJCSE) International Journal on Computer Science and Engineering, Vol. 2, No. 3, May 2010",none,cs.CV,Summary16879,1007.2442v1,2010-07-14T22:01:26Z,Neural Network Based Reconstruction of a 3D Object from a 2D Wireframe,"Kyle Johnson, Clayton Chang, Hod Lipson",http://arxiv.org/pdf/1007.2442v1,No journal ref found,none,cs.CV,Summary16880,1007.3772v1,2010-07-21T22:47:00Z,Video Event Recognition for Surveillance Applications (VERSA),Stephen OHara,http://arxiv.org/pdf/1007.3772v1,No journal ref found,none,cs.CV,Summary16881,1007.3926v1,2010-07-21T14:09:33Z,Ear Identification by Fusion of Segmented Slice Regions using Invariant Features: An Experimental Manifold with Dual Fusion Approach,"Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing",http://arxiv.org/pdf/1007.3926v1,No journal ref found,none,cs.CV,Summary16882,1007.5129v1,2010-07-29T07:19:58Z,An Efficient Automatic Mass Classification Method In Digitized Mammograms Using Artificial Neural Network,"Mohammed J. Islam, Majid Ahmadi, Maher A. Sid-Ahmed",http://arxiv.org/pdf/1007.5129v1,International Journal of Artificial Intelligence & Applications 1.3 (2010) 1-13,none,cs.CV,Summary16883,1008.1695v1,2010-08-10T11:38:29Z,Biometric Authentication using Nonparametric Methods,"S. V. Sheela, K. R. Radhika",http://arxiv.org/pdf/1008.1695v1,International Journal of Computer Science and Information Technology 2.3 (2010) 114-133,none,cs.CV,Summary16884,1008.3346v1,2010-08-19T16:38:35Z,A Miniature-Based Image Retrieval System,"Md. Saiful Islam, Md. Haider Ali",http://arxiv.org/pdf/1008.3346v1,"Dhaka University Journal of Science,Vol. 57, No. 2, pp. 187-191, July 2009",none,cs.CV,Summary16885,1008.3742v1,2010-08-23T03:06:34Z,Optimally Training a Cascade Classifier,"Chunhua Shen, Peng Wang, Anton van den Hengel",http://arxiv.org/pdf/1008.3742v1,No journal ref found,none,cs.CV,Summary16886,1008.3798v1,2010-08-23T11:37:43Z,Proliferating cell nuclear antigen (PCNA) allows the automatic identification of follicles in microscopic images of human ovarian tissue,"Thomas W Kelsey, Benedicta Caserta, Luis Castillo, W Hamish B Wallace, Francisco Cóppola Gonzálvez",http://arxiv.org/pdf/1008.3798v1,Pathology and Laboratory Medicine International 2010:2; 99-105,none,cs.CV,Summary16887,1008.4206v1,2010-08-25T05:33:04Z,Comparative Study of Statistical Skin Detection Algorithms for Sub-Continental Human Images,"Mirza Rehenuma Tabassum, Alim Ul Gias, Md. Mostafa Kamal, Hossain Muhammad Muctadir, Muhammad Ibrahim, Asif Khan Shakir, Asif Imran, Saiful Islamm, Md. Golam Rabbani, Shah Mostafa Khaled, Md. Saiful Islam, Zerina Begum",http://arxiv.org/pdf/1008.4206v1,"Information Technology Journal, Vol. 9, No. 4, pp. 811-817, 2010",none,cs.CV,Summary16888,1009.0623v2,2010-09-03T10:05:20Z,Weighted Attribute Fusion Model for Face Recognition,"S. Sakthivel, R. Lakshmipathi",http://arxiv.org/pdf/1009.0623v2,"International Journal of Computer Science and Information Security,Vol. 8, No. 3, 2010",none,cs.CV,Summary16889,1009.0854v1,2010-09-04T17:44:06Z,Fast Color Space Transformations Using Minimax Approximations,"M. Emre Celebi, Hassan Kingravi, Fatih Celiker",http://arxiv.org/pdf/1009.0854v1,IET Image Processing 4 (2010) 70-80,none,cs.CV,Summary16890,1009.0892v2,2010-09-05T05:16:11Z,Effective Pedestrian Detection Using Center-symmetric Local Binary/Trinary Patterns,"Yongbin Zheng, Chunhua Shen, Richard Hartley, Xinsheng Huang",http://arxiv.org/pdf/1009.0892v2,No journal ref found,none,cs.CV,Summary16891,1009.0957v1,2010-09-05T23:49:38Z,Distance Measures for Reduced Ordering Based Vector Filters,M. Emre Celebi,http://arxiv.org/pdf/1009.0957v1,IET Image Processing 3 (2009) 249-260,none,cs.CV,Summary16892,1009.0958v1,2010-09-05T23:53:27Z,Real-Time Implementation of Order-Statistics Based Directional Filters,M. Emre Celebi,http://arxiv.org/pdf/1009.0958v1,IET Image Processing 3 (2009) 1-9,none,cs.CV,Summary16893,1009.0959v1,2010-09-06T00:02:35Z,Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations,"M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac, Fatih Celiker",http://arxiv.org/pdf/1009.0959v1,Journal of the Optical Society of America A 26 (2009) 1518-1524,none,cs.CV,Summary16894,1009.0961v1,2010-09-06T00:13:25Z,A Fast Switching Filter for Impulsive Noise Removal from Color Images,"M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan",http://arxiv.org/pdf/1009.0961v1,Journal of Imaging Science and Technology 51 (2007) 155-165,none,cs.CV,Summary16895,1009.0962v1,2010-09-06T00:22:58Z,Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images,"M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan",http://arxiv.org/pdf/1009.0962v1,Journal of Electronic Imaging 16 (2007) 033008,none,cs.CV,Summary16896,1009.1013v1,2010-09-06T10:29:18Z,Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images,"M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer",http://arxiv.org/pdf/1009.1013v1,Computerized Medical Imaging and Graphics 32 (2008) 670-677,none,cs.CV,Summary16897,1009.1020v1,2010-09-06T10:53:21Z,An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images,"M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik",http://arxiv.org/pdf/1009.1020v1,Skin Research and Technology 15 (2009) 444-450,none,cs.CV,Summary16898,1009.1362v1,2010-09-06T11:01:53Z,Approximate Lesion Localization in Dermoscopy Images,"M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker",http://arxiv.org/pdf/1009.1362v1,Skin Research and Technology 15 (2009) 314-322,none,cs.CV,Summary16899,1009.1983v1,2010-09-10T11:25:17Z,Evolutionary Computational Method of Facial Expression Analysis for Content-based Video Retrieval using 2-Dimensional Cellular Automata,"P. Geetha, Vasumathi Narayanan",http://arxiv.org/pdf/1009.1983v1,"Journal of Computer Science and Engineering, Volume 2, Issue 2, p30-39, August 2010",none,cs.CV,Summary16900,1009.3029v1,2010-09-15T20:11:11Z,Invariant Spectral Hashing of Image Saliency Graph,"Maxime Taquet, Laurent Jacques, Christophe De Vleeschouwer, Benoit Macq",http://arxiv.org/pdf/1009.3029v1,No journal ref found,none,cs.CV,Summary16901,1009.3078v1,2010-09-16T02:45:59Z,Asymmetric Totally-corrective Boosting for Real-time Object Detection,"Peng Wang, Chunhua Shen, Nick Barnes, Hong Zheng, Zhang Ren",http://arxiv.org/pdf/1009.3078v1,No journal ref found,none,cs.CV,Summary16902,1009.4581v1,2010-09-23T11:26:37Z,3D-Mesh denoising using an improved vertex based anisotropic diffusion,"Mohammed EL Hassouni, Driss Aboutajdine",http://arxiv.org/pdf/1009.4581v1,No journal ref found,none,cs.CV,Summary16903,1009.4739v1,2010-09-21T11:31:02Z,Balancing clusters to reduce response time variability in large scale image search,"Romain Tavenard, Laurent Amsaleg, Hervé Jégou",http://arxiv.org/pdf/1009.4739v1,No journal ref found,none,cs.CV,Summary16904,1009.4757v3,2010-09-24T03:32:28Z,Modeling Instantaneous Changes In Natural Scenes,Vikram Dhillon,http://arxiv.org/pdf/1009.4757v3,No journal ref found,none,cs.CV,Summary16905,1009.4823v1,2010-09-24T12:32:02Z,Image Segmentation by Discounted Cumulative Ranking on Maximal Cliques,"Joao Carreira, Adrian Ion, Cristian Sminchisescu",http://arxiv.org/pdf/1009.4823v1,No journal ref found,none,cs.CV,Summary16906,1009.4974v1,2010-09-25T05:46:31Z,"Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks","S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam",http://arxiv.org/pdf/1009.4974v1,"12th International Conference on Human Computer Interaction, Beijing, China, Vol. 18, Jul. 2007",none,cs.CV,Summary16907,1009.5758v1,2010-09-29T03:13:09Z,Face Detection with Effective Feature Extraction,"Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang",http://arxiv.org/pdf/1009.5758v1,No journal ref found,none,cs.CV,Summary16908,1010.0417v1,2010-10-03T15:27:56Z,Visual-hint Boundary to Segment Algorithm for Image Segmentation,"Yu Su, Margaret H. Dunham",http://arxiv.org/pdf/1010.0417v1,No journal ref found,none,cs.CV,Summary16909,1010.0422v1,2010-10-03T16:55:56Z,Convolutional Matching Pursuit and Dictionary Training,"Arthur Szlam, Koray Kavukcuoglu, Yann LeCun",http://arxiv.org/pdf/1010.0422v1,No journal ref found,none,cs.CV,Summary16910,1010.3935v1,2010-10-19T14:45:55Z,3-D Rigid Models from Partial Views - Global Factorization,"Pedro M. Q. Aguiar, Rui F. C. Guerreiro, Bruno B. Gonçalves",http://arxiv.org/pdf/1010.3935v1,No journal ref found,none,cs.CV,Summary16911,1010.3947v1,2010-10-19T15:13:40Z,Maximum Likelihood Mosaics,"Bernardo Esteves Pires, Pedro M. Q. Aguiar",http://arxiv.org/pdf/1010.3947v1,No journal ref found,none,cs.CV,Summary16912,1010.4021v1,2010-10-19T19:48:41Z,ANSIG - An Analytic Signature for Arbitrary 2D Shapes (or Bags of Unlabeled Points),"José J. Rodrigues, João M. F. Xavier, Pedro M. Q. Aguiar",http://arxiv.org/pdf/1010.4021v1,No journal ref found,none,cs.CV,Summary16913,1010.4203v1,2010-10-18T20:12:29Z,Revisiting Complex Moments For 2D Shape Representation and Image Normalization,"João B. F. P. Crespo, Pedro M. Q. Aguiar",http://arxiv.org/pdf/1010.4203v1,No journal ref found,none,cs.CV,Summary16914,1010.4314v1,2010-10-20T20:22:26Z,Statistical Compressive Sensing of Gaussian Mixture Models,"Guoshen Yu, Guillermo Sapiro",http://arxiv.org/pdf/1010.4314v1,No journal ref found,none,cs.CV,Summary16915,1010.4893v1,2010-10-23T16:47:16Z,Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling,"Pablo Sprechmann, Ignacio Ramirez, Pablo Cancela, Guillermo Sapiro",http://arxiv.org/pdf/1010.4893v1,No journal ref found,none,cs.CV,Summary16916,1010.5610v1,2010-10-27T08:58:48Z,Selective Image Super-Resolution,"Ju Sun, Qiang Chen, Shuicheng Yan, Loong-Fah Cheong",http://arxiv.org/pdf/1010.5610v1,No journal ref found,none,cs.CV,Summary16917,1011.0596v1,2010-11-02T12:25:04Z,Multiple View Reconstruction of Calibrated Images using Singular Value Decomposition,"Ayan Chaudhury, Abhishek Gupta, Sumita Manna, Subhadeep Mukherjee, Amlan Chakrabarti",http://arxiv.org/pdf/1011.0596v1,No journal ref found,none,cs.CV,Summary16918,1011.0640v1,2010-10-30T17:17:02Z,Lesion Border Detection in Dermoscopy Images,"M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker",http://arxiv.org/pdf/1011.0640v1,Computerized Medical Imaging and Graphics 33 (2009) 148--153,none,cs.CV,Summary16919,1011.1035v1,2010-11-03T23:44:46Z,Featureless 2D-3D Pose Estimation by Minimising an Illumination-Invariant Loss,"Srimal Jayawardena, Marcus Hutter, Nathan Brewer",http://arxiv.org/pdf/1011.1035v1,Proc. 13th International Conf. on Digital Image Computing: Techniques and Applications (DICTA-2011) 37--44,none,cs.CV,Summary16920,1011.2272v1,2010-11-10T04:43:44Z,Single Frame Image super Resolution using Learned Directionlets,"A. P. Reji, Thomas Tessamma",http://arxiv.org/pdf/1011.2272v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.1, No.4, October 2010",none,cs.CV,Summary16921,1011.3019v1,2010-11-12T19:48:13Z,Bounded Multivariate Surfaces On Monovariate Internal Functions,"Shriprakash Sinha, Gert J. ter Horst",http://arxiv.org/pdf/1011.3019v1,"IEEE Intl. Conf. on Image Processing, Brussels, Sept. 11 to 14, 2011",none,cs.CV,Summary16922,1011.3023v4,2010-11-12T20:15:25Z,Classification with Scattering Operators,"Joan Bruna, Stéphane Mallat",http://arxiv.org/pdf/1011.3023v4,No journal ref found,none,cs.CV,Summary16923,1011.3177v3,2010-11-14T02:48:02Z,The Data Replication Method for the Classification with Reject Option,"Ricardo Sousa, Jaime S. Cardoso",http://arxiv.org/pdf/1011.3177v3,No journal ref found,none,cs.CV,Summary16924,1011.4321v1,2010-11-18T22:20:45Z,A Fuzzy Clustering Model for Fuzzy Data with Outliers,"M. H. Fazel Zarandi, Zahra S. Razaee",http://arxiv.org/pdf/1011.4321v1,No journal ref found,none,cs.CV,Summary16925,1011.4615v2,2010-11-20T21:32:36Z,Generalized Tree-Based Wavelet Transform,"Idan Ram, Michael Elad, Israel Cohen",http://arxiv.org/pdf/1011.4615v2,No journal ref found,none,cs.CV,Summary16926,1011.5962v1,2010-11-27T10:24:12Z,Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces,"Pantelis Bouboulis, Sergios Theodoridis",http://arxiv.org/pdf/1011.5962v1,"Proceedings of the 20th International Conference on Pattern Recognition, Istanbul: Turkey, 23-26 August 2010",none,cs.CV,Summary16927,1011.6656v2,2010-11-30T19:55:21Z,Learning sparse representations of depth,"Ivana Tosic, Bruno A. Olshausen, Benjamin J. Culpepper",http://arxiv.org/pdf/1011.6656v2,No journal ref found,none,cs.CV,Summary16928,1012.2138v2,2010-12-09T22:56:02Z,Sparse motion segmentation using multiple six-point consistencies,"Vasileios Zografos, Klas Nordberg, Liam Ellis",http://arxiv.org/pdf/1012.2138v2,VECTaR workshop (with ACCV) 2010,none,cs.CV,Summary16929,1012.2491v1,2010-12-11T21:48:51Z,"Affine Invariant, Model-Based Object Recognition Using Robust Metrics and Bayesian Statistics","Vasileios Zografos, Bernard Buxton",http://arxiv.org/pdf/1012.2491v1,"Image Analysis and Recognition Lecture Notes in Computer Science, 2005, Volume 3656/2005, 407-414",none,cs.CV,Summary16930,1012.2603v1,2010-12-12T23:41:56Z,Real-time Visual Tracking Using Sparse Representation,"Hanxi Li, Chunhua Shen, Qinfeng Shi",http://arxiv.org/pdf/1012.2603v1,No journal ref found,none,cs.CV,Summary16931,1012.3216v1,2010-12-15T02:55:25Z,TILT: Transform Invariant Low-rank Textures,"Zhengdong Zhang, Arvind Ganesh, Xiao Liang, Yi Ma",http://arxiv.org/pdf/1012.3216v1,No journal ref found,none,cs.CV,Summary16932,1012.3802v1,2010-12-17T03:27:54Z,Detecting Image Forgeries using Geometric Cues,"Lin Wu, Yang Wang",http://arxiv.org/pdf/1012.3802v1,No journal ref found,none,cs.CV,Summary16933,1012.3951v1,2010-12-17T18:23:35Z,Diffusion-geometric maximally stable component detection in deformable shapes,"Roee Litman, Alex M. Bronstein, Michael M. Bronstein",http://arxiv.org/pdf/1012.3951v1,No journal ref found,none,cs.CV,Summary16934,1012.5933v1,2010-12-29T13:11:41Z,Affine-invariant diffusion geometry for the analysis of deformable 3D shapes,"Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir Sochen",http://arxiv.org/pdf/1012.5933v1,No journal ref found,none,cs.CV,Summary16935,1012.5936v1,2010-12-29T13:33:01Z,Affine-invariant geodesic geometry of deformable 3D shapes,"Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir Sochen",http://arxiv.org/pdf/1012.5936v1,No journal ref found,none,cs.CV,Summary16936,1102.1292v1,2011-02-07T12:29:30Z,Modeling Dynamic Swarms,"Bernard Ghanem, Narendra Ahuja",http://arxiv.org/pdf/1102.1292v1,No journal ref found,none,cs.CV,Summary16937,1102.2743v2,2011-02-14T11:51:35Z,Feature selection via simultaneous sparse approximation for person specific face verification,"Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou",http://arxiv.org/pdf/1102.2743v2,No journal ref found,none,cs.CV,Summary16938,1102.4258v1,2011-02-21T15:43:19Z,SHREC 2011: robust feature detection and description benchmark,"E. Boyer, A. M. Bronstein, M. M. Bronstein, B. Bustos, T. Darom, R. Horaud, I. Hotz, Y. Keller, J. Keustermans, A. Kovnatsky, R. Litman, J. Reininghaus, I. Sipiran, D. Smeets, P. Suetens, D. Vandermeulen, A. Zaharescu, V. Zobel",http://arxiv.org/pdf/1102.4258v1,No journal ref found,none,cs.CV,Summary16939,1102.5688v1,2011-02-28T15:24:06Z,A novel super resolution reconstruction of low reoslution images progressively using dct and zonal filter based denoising,"Liyakathunisa, C. N . Ravi Kumar",http://arxiv.org/pdf/1102.5688v1,No journal ref found,none,cs.CV,Summary16940,1103.0120v2,2011-03-01T10:06:31Z,Automatic Detection of Ringworm using Local Binary Pattern (LBP),"Srimanta Kundu, Nibaran Das, Mita Nasipuri",http://arxiv.org/pdf/1103.0120v2,No journal ref found,none,cs.CV,Summary16941,1103.1475v1,2011-03-08T09:39:21Z,A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain,"Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky",http://arxiv.org/pdf/1103.1475v1,No journal ref found,none,cs.CV,Summary16942,1103.1952v1,2011-03-10T07:19:23Z,Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation,"Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky",http://arxiv.org/pdf/1103.1952v1,No journal ref found,none,cs.CV,Summary16943,1103.3440v1,2011-03-17T15:52:15Z,Off-Line Handwritten Signature Identification Using Rotated Complex Wavelet Filters,"M. S. Shirdhonkar, Manesh Kokare",http://arxiv.org/pdf/1103.3440v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 1, January 2011 ISSN (Online): 1694-0814",none,cs.CV,Summary16944,1103.4723v3,2011-03-24T10:40:00Z,Automatic Extraction of Open Space Area from High Resolution Urban Satellite Imagery,"B. G. Kodge, P. S. Hiremath",http://arxiv.org/pdf/1103.4723v3,"International Journal of Image Processing (IJIP), Volume (4): Issue (2),2010, PP: 164-174",none,cs.CV,Summary16945,1103.4913v1,2011-03-25T07:02:09Z,Automatic Open Space Area Extraction and Change Detection from High Resolution Urban Satellite Images,"B. G. Kodge, P. S. Hiremath",http://arxiv.org/pdf/1103.4913v1,"IJCA,Special Issue on RTIPPR (2):76-82, 2010. Published By Foundation of Computer Science",none,cs.CV,Summary16946,1103.5621v1,2011-03-29T12:34:53Z,Application of Threshold Techniques for Readability Improvement of Jawi Historical Manuscript Images,"Hafizan Mat Som, Jasni Mohamad Zain, Amzari Jihadi Ghazali",http://arxiv.org/pdf/1103.5621v1,"Advanced Computing: An International Journal ( ACIJ ), Vol.2, No.2, March 2011",none,cs.CV,Summary16947,1103.5808v1,2011-03-30T01:57:09Z,Improved Edge Awareness in Discontinuity Preserving Smoothing,"Stuart B. Heinrich, Wesley E. Snyder",http://arxiv.org/pdf/1103.5808v1,No journal ref found,none,cs.CV,Summary16948,1103.6052v1,2011-03-30T21:47:41Z,Internal Constraints of the Trifocal Tensor,"Stuart B. Heinrich, Wesley E. Snyder",http://arxiv.org/pdf/1103.6052v1,No journal ref found,none,cs.CV,Summary16949,1105.0079v1,2011-04-30T12:07:11Z,An Automated Size Recognition Technique for Acetabular Implant in Total Hip Replacement,"Azrulhizam Shapii, Riza Sulaiman, Mohammad Khatim Hasan, Abdul Yazid Mohd Kassim",http://arxiv.org/pdf/1105.0079v1,"International Journal of Computer Science & Information Technology (IJCSIT), Vol 3, No 2, April 2011",none,cs.CV,Summary16950,1105.0821v1,2011-05-04T13:40:16Z,Considerations and Results in Multimedia and DVB Application Development on Philips Nexperia Platform,"Radu Arsinte, Ciprian Ilioaei",http://arxiv.org/pdf/1105.0821v1,"Scientific Bulletin of the ""Politehnica"" University Timi\c{s}oara, Transaction on Electronics and Telecomunications, Tom 49(63), Fascicola 2, 2004, pag. 138-141",none,cs.CV,Summary16951,1105.2491v2,2011-05-12T14:46:01Z,A Multiple Component Matching Framework for Person Re-Identification,"Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino",http://arxiv.org/pdf/1105.2491v2,No journal ref found,none,cs.CV,Summary16952,1105.2797v1,2011-05-13T18:25:28Z,Face Recognition using 3D Facial Shape and Color Map Information: Comparison and Combination,"Afzal Godil, Sandy Ressler, Patrick Grother",http://arxiv.org/pdf/1105.2797v1,No journal ref found,none,cs.CV,Summary16953,1105.3559v4,2011-05-18T08:18:42Z,Invariant Representative Cocycles of Cohomology Generators using Irregular Graph Pyramids,"Rocio Gonzalez-Diaz, Adrian Ion, Mabel Iglesias-Ham, Walter G. Kropatsch",http://arxiv.org/pdf/1105.3559v4,"Computer Vision and Image Understanding, Volume 115, Issue 7, July 2011, Pages 1011-1022",none,cs.CV,Summary16954,1105.3828v2,2011-05-19T09:50:01Z,An Algorithmic Solution to the Five-Point Pose Problem Based on the Cayley Representation of Rotations,Evgeniy Martyushev,http://arxiv.org/pdf/1105.3828v2,No journal ref found,none,cs.CV,Summary16955,1105.3834v1,2011-05-19T10:09:44Z,A Multiple-Choice Test Recognition System based on the Gamera Framework,"Andrea Spadaccini, Vanni Rizzo",http://arxiv.org/pdf/1105.3834v1,"C. Dalitz (Ed.): ""Document Image Analysis with the Gamera Framework."" Schriftenreihe des Fachbereichs Elektrotechnik und Informatik, Hochschule Niederrhein, vol. 8, pp.5-15, Shaker Verlag (2009)",none,cs.CV,Summary16956,1105.4183v1,2011-05-20T22:12:41Z,Cubical Cohomology Ring of 3D Photographs,"Rocio Gonzalez-Diaz, Maria Jose Jimenez, Belen Medrano",http://arxiv.org/pdf/1105.4183v1,"Cubical cohomology ring of 3D photographs. International Journal of Imaging Systems and Technology. Volume 21, Issue 1, March 2011, Pages: 76--85, Rocio Gonzalez-Diaz, Maria Jose Jimenez and Belen Medrano",none,cs.CV,Summary16957,1105.4354v2,2011-05-22T17:06:59Z,Preprocessing for Automating Early Detection of Cervical Cancer,"Abhishek Das, Avijit Kar, Debasis Bhattacharyya",http://arxiv.org/pdf/1105.4354v2,No journal ref found,none,cs.CV,Summary16958,1105.4477v1,2011-05-23T12:06:18Z,On the Cohomology of 3D Digital Images,"Rocio Gonzalez-Diaz, Pedro Real",http://arxiv.org/pdf/1105.4477v1,"Discrete Applied Mathematics, Volume 147, Issues 2-3, 15 April 2005, Pages 245-263",none,cs.CV,Summary16959,1105.4480v1,2011-05-23T12:40:06Z,A Tool for Integer Homology Computation: Lambda-At Model,"Rocio Gonzalez-Diaz, Maria Jose Jimenez, Belen Medrano, Pedro Real",http://arxiv.org/pdf/1105.4480v1,No journal ref found,none,cs.CV,Summary16960,1105.4712v1,2011-05-24T09:05:04Z,Image Splicing Detection Using Inherent Lens Radial Distortion,"H. R. Chennamma, Lalitha Rangarajan",http://arxiv.org/pdf/1105.4712v1,"IJCSI International Journal of Computer Science Issues, Vol. 7, Issue 6, November 2010, pp. 149-158, ISSN (OnlinePrint): 1694-0814",none,cs.CV,Summary16961,1105.6014v1,2011-05-30T15:19:55Z,Neural Networks for Emotion Classification,Yafei Sun,http://arxiv.org/pdf/1105.6014v1,No journal ref found,none,cs.CV,Summary16962,1105.6060v1,2011-05-30T18:30:51Z,Alignment of Microtubule Imagery,"Feiyang Yu, Ard Oerlemans, Erwin M. Bakker",http://arxiv.org/pdf/1105.6060v1,No journal ref found,none,cs.CV,Summary16963,1105.6277v1,2011-05-31T13:45:46Z,Incremental Top-k List Comparison Approach to Robust Multi-Structure Model Fitting,"Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter",http://arxiv.org/pdf/1105.6277v1,No journal ref found,none,cs.CV,Summary16964,1106.0371v1,2011-06-02T06:31:13Z,A Novel Image Segmentation Enhancement Technique based on Active Contour and Topological Alignments,"Ashraf A. Aly, Safaai Bin Deris, Nazar Zaki",http://arxiv.org/pdf/1106.0371v1,"Advanced Computing: An International Journal ( ACIJ ), Vol.2, No.3, May 2011",none,cs.CV,Summary16965,1106.0962v1,2011-06-06T05:52:09Z,An efficient circle detection scheme in digital images using ant system algorithm,"K. Chattopadhyay, J. Basu, A. Konar",http://arxiv.org/pdf/1106.0962v1,"Proceedings of the 2008 IEEE Sponsored Conference on Computational Intelligence, Control And Computer Vision In Robotics & Automation, Rourkela, India, 2008, pages 145-148",none,cs.CV,Summary16966,1106.2357v1,2011-06-12T23:14:05Z,Comparing Haar-Hilbert and Log-Gabor Based Iris Encoders on Bath Iris Image Database,"Nicolaie Popescu-Bodorin, Valentina E. Balas",http://arxiv.org/pdf/1106.2357v1,"Proc. 4th International Workshop on Soft Computing Applications, pp. 191-196, IEEE Press, July 2010",none,cs.CV,Summary16967,1106.2695v1,2011-06-14T12:45:05Z,Robust Mobile Object Tracking Based on Multiple Feature Similarity and Trajectory Filtering,"Duc Phu Chau, François Bremond, Monique Thonnat, Etienne Corvee",http://arxiv.org/pdf/1106.2695v1,The International Conference on Computer Vision Theory and Applications (VISAPP) (2011),none,cs.CV,Summary16968,1106.3464v1,2011-06-17T12:25:30Z,Polar Fusion Technique Analysis for Evaluating the Performances of Image Fusion of Thermal and Visual Images for Human Face Recognition,"Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri",http://arxiv.org/pdf/1106.3464v1,No journal ref found,none,cs.CV,Summary16969,1106.3467v1,2011-06-17T12:42:26Z,High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1106.3467v1,"International Journal of Computer Science & Emerging Technologies pp 178-187, Volume 2, Issue 1, February 2011",none,cs.CV,Summary16970,1106.3517v1,2011-06-17T15:52:56Z,DWT Based Fingerprint Recognition using Non Minutiae Features,"Shashi Kumar D. R., K. B. Raja, R. K. Chhootaray, Sabyasachi Pattanaik",http://arxiv.org/pdf/1106.3517v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 2, March 2011, 257-265",none,cs.CV,Summary16971,1106.4907v1,2011-06-24T08:30:15Z,Face Identification from Manipulated Facial Images using SIFT,"H. R. Chennamma, Lalitha Rangarajan, Veerabhadrappa",http://arxiv.org/pdf/1106.4907v1,No journal ref found,none,cs.CV,Summary16972,1106.5156v2,2011-06-25T18:16:59Z,Morphological Reconstruction for Word Level Script Identification,"B. V. Dhandra, Mallikarjun Hangarge",http://arxiv.org/pdf/1106.5156v2,"International Journal of Computer Science and Security (IJCSS),Volume (1) : Issue (1), 41 - 51, 2007",none,cs.CV,Summary16973,1106.5186v1,2011-06-26T03:35:08Z,Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems,"Ulas Bagci, Jianhua Yao, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura",http://arxiv.org/pdf/1106.5186v1,No journal ref found,none,cs.CV,Summary16974,1106.5460v1,2011-06-27T17:47:23Z,Automated segmentation of the pulmonary arteries in low-dose CT by vessel tracking,"Jeremiah Wala, Sergei Fotin, Jaesung Lee, Artit Jirapatnakul, Alberto Biancardi, Anthony Reeves",http://arxiv.org/pdf/1106.5460v1,No journal ref found,none,cs.CV,Summary16975,1106.5569v1,2011-06-28T05:57:37Z,Augmented Reality Implementation Methods in Mainstream Applications,"David Prochazka, Tomas Koubek",http://arxiv.org/pdf/1106.5569v1,"Acta Universitatis agriculturae et silviculturae Mendelianae Brunensis, Vol. LIX, No. 4, 2011",none,cs.CV,Summary16976,1106.5571v1,2011-06-28T06:08:38Z,Mobile Augmented Reality Applications,"David Prochazka, Michael Stencl, Ondrej Popelka, Jiri Stastny",http://arxiv.org/pdf/1106.5571v1,"Proceedings of Mendel 2011: 17th International Conference on Soft Computing, pp. 469-476, ISBN 978-80-214-4302-0",none,cs.CV,Summary16977,1106.5737v1,2011-06-23T16:25:22Z,"Fingerprint: DWT, SVD Based Enhancement and Significant Contrast for Ridges and Valleys Using Fuzzy Measures","D. Bennet, Dr. S. Arumuga Perumal",http://arxiv.org/pdf/1106.5737v1,"Journal of Computer Science and Engineering, Volume 6, Issue 1, p28-32, March 2011",none,cs.CV,Summary16978,1106.5928v1,2011-06-29T13:12:56Z,Image denoising assessment using anisotropic stack filtering,"Salvador Gabarda, Gabriel Cristobal",http://arxiv.org/pdf/1106.5928v1,No journal ref found,none,cs.CV,Summary16979,1107.0845v4,2011-07-05T11:06:04Z,Automatic Road Lighting System (ARLS) Model Based on Image Processing of Moving Object,"Suprijadi, Thomas Muliawan, Sparisoma Viridi",http://arxiv.org/pdf/1107.0845v4,"ARPN Journal of Science and Technology 3 (12), 1105-1109 (2013)",none,cs.CV,Summary16980,1107.1058v1,2011-07-06T08:43:38Z,Online Vehicle Detection For Estimating Traffic Status,Ranch Y. Q. Lai,http://arxiv.org/pdf/1107.1058v1,No journal ref found,none,cs.CV,Summary16981,1107.1081v1,2011-07-06T10:02:42Z,Spatial Features for Multi-Font/Multi-Size Kannada Numerals and Vowels Recognition,"B. V. Dhandra, Mallikarjun Hangarge, Gururaj Mukarambi",http://arxiv.org/pdf/1107.1081v1,No journal ref found,none,cs.CV,Summary16982,1107.1561v1,2011-07-08T05:44:57Z,Analysis and Improvement of Low Rank Representation for Subspace segmentation,"Wei Siming, Lin Zhouchen",http://arxiv.org/pdf/1107.1561v1,No journal ref found,none,cs.CV,Summary16983,1107.2085v1,2011-07-11T18:44:17Z,Kunchenkos Polynomials for Template Matching,"Oleg Chertov, Taras Slipets",http://arxiv.org/pdf/1107.2085v1,No journal ref found,none,cs.CV,Summary16984,1107.2336v1,2011-07-12T16:21:06Z,A Variation of the Box-Counting Algorithm Applied to Colour Images,"N. S. Nikolaidis, I. N. Nikolaidis, C. C. Tsouros",http://arxiv.org/pdf/1107.2336v1,No journal ref found,none,cs.CV,Summary16985,1107.2553v1,2011-07-13T14:01:50Z,Learning Hypergraph Labeling for Feature Matching,"Toufiq Parag, Vladimir Pavlovic, Ahmed Elgammal",http://arxiv.org/pdf/1107.2553v1,No journal ref found,none,cs.CV,Summary16986,1107.2693v1,2011-07-13T22:46:58Z,A Fuzzy View on k-Means Based Signal Quantization with Application in Iris Segmentation,Nicolaie Popescu-Bodorin,http://arxiv.org/pdf/1107.2693v1,No journal ref found,none,cs.CV,Summary16987,1107.2696v1,2011-07-13T23:18:57Z,Exploring New Directions in Iris Recognition,Nicolaie Popescu-Bodorin,http://arxiv.org/pdf/1107.2696v1,"Proc. 11th Int. Symp. on Symbolic and Numeric Algorithms for Scientific Computing (2009), CPS-IEEE Computer Society, pp. 384-391, DOI: 10.1109/SYNASC.2009.45",none,cs.CV,Summary16988,1107.2723v1,2011-07-14T04:05:23Z,Topographic Feature Extraction for Bengali and Hindi Character Images,"Soumen Bag, Gaurav Harit",http://arxiv.org/pdf/1107.2723v1,"Signal & Image Processing : An International Journal (SIPIJ), vol.2, no.2, pp. 181-196, June 2011",none,cs.CV,Summary16989,1107.2781v1,2011-07-14T10:44:01Z,Face Recognition using Curvelet Transform,Rami Cohen,http://arxiv.org/pdf/1107.2781v1,No journal ref found,none,cs.CV,Summary16990,1107.3194v1,2011-07-16T03:04:22Z,Fingerprint recognition using standardized fingerprint model,"Le Hoang Thai, Ha Nhat Tam",http://arxiv.org/pdf/1107.3194v1,"IJCSI International Journal of Computer Science Issues, Vol. 7, Issue 3, No 7, May 2010, ISSN (Online): 1694-0784, ISSN (Print): 1694-0814",none,cs.CV,Summary16991,1107.3195v1,2011-07-16T03:15:40Z,Facial Expression Classification Based on Multi Artificial Neural Network and Two Dimensional Principal Component Analysis,"Thai Le, Phat Tat, Hai Tran",http://arxiv.org/pdf/1107.3195v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 3, No. 1, May 2011, ISSN (Online): 1694-0814, www.IJCSI.org",none,cs.CV,Summary16992,1107.3348v2,2011-07-18T01:41:37Z,Arithmetic and Frequency Filtering Methods of Pixel-Based Image Fusion Techniques,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zuky",http://arxiv.org/pdf/1107.3348v2,"Journal-ref: International Journal of Advanced Research in Computer Science,Volume 2, No. 5, Sept-Oct 2011,www.ijarcs.info",none,cs.CV,Summary16993,1107.4396v2,2011-07-19T06:18:56Z,The IHS Transformations Based Image Fusion,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zuky",http://arxiv.org/pdf/1107.4396v2,"Journal-ref: International Journal of Advanced Research in Computer Science,Volume 2, No. 5, Sept-Oct 2011,www.ijarcs.info",none,cs.CV,Summary16994,1107.4667v2,2011-07-23T08:51:17Z,Correlation Estimation from Compressed Images,"Vijayaraghavan Thirumalai, Pascal Frossard",http://arxiv.org/pdf/1107.4667v2,No journal ref found,none,cs.CV,Summary16995,1107.4763v1,2011-07-24T15:34:27Z,Diffeomorphic Metric Mapping of High Angular Resolution Diffusion Imaging based on Riemannian Structure of Orientation Distribution Functions,"Jia Du, Alvina Goh, Anqi Qiu",http://arxiv.org/pdf/1107.4763v1,No journal ref found,none,cs.CV,Summary16996,1107.4958v1,2011-07-25T14:20:34Z,Efficient and Accurate Gaussian Image Filtering Using Running Sums,"Elhanan Elboher, Michael Werman",http://arxiv.org/pdf/1107.4958v1,No journal ref found,none,cs.CV,Summary16997,1107.5850v2,2011-07-29T01:08:52Z,Confidence-Based Dynamic Classifier Combination For Mean-Shift Tracking,"Ibrahim Saygin Topkaya, Hakan Erdogan",http://arxiv.org/pdf/1107.5850v2,No journal ref found,none,cs.CV,Summary16998,1108.1122v1,2011-08-04T15:51:19Z,Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition,"Yaniv Taigman, Lior Wolf",http://arxiv.org/pdf/1108.1122v1,No journal ref found,none,cs.CV,Summary16999,1108.1169v1,2011-08-04T19:00:14Z,Learning Representations by Maximizing Compression,"Karol Gregor, Yann LeCun",http://arxiv.org/pdf/1108.1169v1,No journal ref found,none,cs.CV,Summary17000,1108.1353v1,2011-08-05T15:41:31Z,Real time face recognition using adaboost improved fast PCA algorithm,"K. Susheel Kumar, Vijay Bhaskar Semwal, R C Tripathi",http://arxiv.org/pdf/1108.1353v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.2, No.3, July 2011, 45-58",none,cs.CV,Summary17001,1108.2632v1,2011-08-12T14:41:49Z,Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior,"Subhojit Som, Philip Schniter",http://arxiv.org/pdf/1108.2632v1,No journal ref found,none,cs.CV,Summary17002,1108.3250v1,2011-08-12T16:51:21Z,The Statistical methods of Pixel-Based Image Fusion Techniques,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky",http://arxiv.org/pdf/1108.3250v1,"International Journal of Artificial Intelligence and Knowledge Discovery Vol.1, Issue 3, July, 2011",none,cs.CV,Summary17003,1108.3251v1,2011-08-15T09:37:15Z,Advanced phase retrieval: maximum likelihood technique with sparse regularization of phase and amplitude,"Artem Migukin, Vladimir Katkovnik, Jaakko Astola",http://arxiv.org/pdf/1108.3251v1,No journal ref found,none,cs.CV,Summary17004,1108.3605v2,2011-08-18T02:11:34Z,Hierarchical Object Parsing from Structured Noisy Point Clouds,Adrian Barbu,http://arxiv.org/pdf/1108.3605v2,No journal ref found,none,cs.CV,Summary17005,1108.4098v1,2011-08-20T07:43:46Z,Multisensor Images Fusion Based on Feature-Level,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky",http://arxiv.org/pdf/1108.4098v1,"International Journal of Latest Technology in Engineering,Management & Applied Science (IJLTEMAS),Vol. I, Issue V, 2012, 124-138",none,cs.CV,Summary17006,1108.4315v1,2011-08-22T13:49:57Z,Edge detection based on morphological amoebas,"Won Yeol Lee, Young Woo Kim, Se Yun Kim, Jae Young Lim, Dong Hoon Lim",http://arxiv.org/pdf/1108.4315v1,No journal ref found,none,cs.CV,Summary17007,1108.6294v1,2011-08-31T17:22:51Z,Biometric Authorization System using Gait Biometry,"L. R Sudha, Dr. R Bhavani",http://arxiv.org/pdf/1108.6294v1,No journal ref found,none,cs.CV,Summary17008,1110.0264v1,2011-10-03T04:44:47Z,Face Recognition using Optimal Representation Ensemble,"Hanxi Li, Chunhua Shen, Yongsheng Gao",http://arxiv.org/pdf/1110.0264v1,No journal ref found,none,cs.CV,Summary17009,1110.0585v1,2011-10-04T06:48:29Z,Discriminately Decreasing Discriminability with Learned Image Filters,"Jacob Whitehill, Javier Movellan",http://arxiv.org/pdf/1110.0585v1,No journal ref found,none,cs.CV,Summary17010,1110.0872v1,2011-10-04T23:58:55Z,Non-Gaussian Scale Space Filtering with 2 by 2 Matrix of Linear Filters,Toshiro Kubota,http://arxiv.org/pdf/1110.0872v1,No journal ref found,none,cs.CV,Summary17011,1110.1485v1,2011-10-07T11:16:17Z,A Face Recognition Scheme using Wavelet Based Dominant Features,"Hafiz Imtiaz, Shaikh Anowarul Fattah",http://arxiv.org/pdf/1110.1485v1,"Signal and Image Processing: An International Journal, Vol. 2, No. 3, Sept 2011",none,cs.CV,Summary17012,1110.1509v1,2011-10-07T12:43:38Z,A Comparative Experiment of Several Shape Methods in Recognizing Plants,"A. Kadir, L. E. Nugroho, A. Susanto, P. I. Santosa",http://arxiv.org/pdf/1110.1509v1,No journal ref found,none,cs.CV,Summary17013,1110.1513v1,2011-10-07T13:00:03Z,"Foliage Plant Retrieval using Polar Fourier Transform, Color Moments and Vein Features","Abdul Kadir, Lukito Edi Nugroho, Adhi Susanto, Paulus Insap Santosa",http://arxiv.org/pdf/1110.1513v1,No journal ref found,none,cs.CV,Summary17014,1110.2053v3,2011-10-10T14:28:41Z,"Steps Towards a Theory of Visual Information: Active Perception, Signal-to-Symbol Conversion and the Interplay Between Sensing and Control",Stefano Soatto,http://arxiv.org/pdf/1110.2053v3,No journal ref found,none,cs.CV,Summary17015,1110.2210v1,2011-10-10T21:56:36Z,Closed-Loop Learning of Visual Control Policies,"S. R. Jodogne, J. H. Piater",http://arxiv.org/pdf/1110.2210v1,"Journal Of Artificial Intelligence Research, Volume 28, pages 349-391, 2007",none,cs.CV,Summary17016,1110.3194v1,2011-10-14T13:02:36Z,Controlled Total Variation regularization for inverse problems,"Qiyu Jin, Ion Grama, Quansheng Liu",http://arxiv.org/pdf/1110.3194v1,No journal ref found,none,cs.CV,Summary17017,1110.4970v1,2011-10-22T13:26:00Z,Studying Satellite Image Quality Based on the Fusion Techniques,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky",http://arxiv.org/pdf/1110.4970v1,"International Journal of Advanced Research in Computer Science,Volume 2, No. 5, Sept-Oct 2011,www.ijarcs.info",none,cs.CV,Summary17018,1110.5404v1,2011-10-25T03:54:51Z,Face Recognition Based on SVM and 2DPCA,"Thai Hoang Le, Len Bui",http://arxiv.org/pdf/1110.5404v1,No journal ref found,none,cs.CV,Summary17019,1110.5450v1,2011-10-25T09:24:25Z,Hand Tracking based on Hierarchical Clustering of Range Data,"Roberto Cespi, Andreas Kolb, Marvin Lindner",http://arxiv.org/pdf/1110.5450v1,No journal ref found,none,cs.CV,Summary17020,1110.5945v1,2011-10-26T23:14:57Z,A New Similarity Measure for Non-Local Means Filtering of MRI Images,"Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich",http://arxiv.org/pdf/1110.5945v1,No journal ref found,none,cs.CV,Summary17021,1112.0059v1,2011-12-01T01:19:08Z,Local Naive Bayes Nearest Neighbor for Image Classification,"Sancho McCann, David G. Lowe",http://arxiv.org/pdf/1112.0059v1,No journal ref found,none,cs.CV,Summary17022,1112.0655v1,2011-12-03T13:53:54Z,A Biomimetic Model of the Outer Plexiform Layer by Incorporating Memristive Devices,"Andras Gelencser, Themistoklis Prodromakis, Christofer Toumazou, Tamas Roska",http://arxiv.org/pdf/1112.0655v1,No journal ref found,none,cs.CV,Summary17023,1112.1187v1,2011-12-06T08:06:45Z,Meaningful Matches in Stereovision,"Neus Sabater, Andrés Almansa, Jean-Michel Morel",http://arxiv.org/pdf/1112.1187v1,No journal ref found,none,cs.CV,Summary17024,1112.1200v1,2011-12-06T09:19:17Z,A multi-feature tracking algorithm enabling adaptation to context variations,"Duc Phu Chau, François Bremond, Monique Thonnat",http://arxiv.org/pdf/1112.1200v1,No journal ref found,none,cs.CV,Summary17025,1112.1484v1,2011-12-07T06:29:07Z,POCS Based Super-Resolution Image Reconstruction Using an Adaptive Regularization Parameter,"S. S. Panda, M. S. R. S Prasad, G. Jena",http://arxiv.org/pdf/1112.1484v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 5, No 2, September 2011 ISSN (Online): 1694-0814",none,cs.CV,Summary17026,1112.1496v3,2011-12-07T08:16:48Z,Re-initialization Free Level Set Evolution via Reaction Diffusion,"Kaihua Zhang, Lei Zhang, Huihui Song, David Zhang",http://arxiv.org/pdf/1112.1496v3,No journal ref found,none,cs.CV,Summary17027,1112.2386v1,2011-12-11T18:57:10Z,Improvement of BM3D Algorithm and Employment to Satellite and CFA Images Denoising,"Omid Pakdelazar, Gholamali Rezai-rad",http://arxiv.org/pdf/1112.2386v1,No journal ref found,none,cs.CV,Summary17028,1112.2903v1,2011-12-13T14:28:12Z,Large Scale Correlation Clustering Optimization,"Shai Bagon, Meirav Galun",http://arxiv.org/pdf/1112.2903v1,No journal ref found,none,cs.CV,Summary17029,1112.2988v2,2011-12-13T18:10:11Z,Supervised Generative Reconstruction: An Efficient Way To Flexibly Store and Recognize Patterns,Tsvi Achler,http://arxiv.org/pdf/1112.2988v2,No journal ref found,none,cs.CV,Summary17030,1112.3697v1,2011-12-16T01:06:47Z,Insights from Classifying Visual Concepts with Multiple Kernel Learning,"Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe",http://arxiv.org/pdf/1112.3697v1,"PLoS ONE 7(8): e38897, 2012",none,cs.CV,Summary17031,1112.4060v1,2011-12-17T14:50:50Z,A real time vehicles detection algorithm for vision based sensors,Bartłomiej Płaczek,http://arxiv.org/pdf/1112.4060v1,"P{\l}aczek B., A real time vehicles detection algorithm for vision based sensors, Lecture Notes in Computer Science 6375, Springer-Verlag, Berlin Heidelberg, 2010, pp. 211-218",none,cs.CV,Summary17032,1112.4064v1,2011-12-17T15:21:22Z,Vehicles Recognition Using Fuzzy Descriptors of Image Segments,Bartłomiej Płaczek,http://arxiv.org/pdf/1112.4064v1,"P{\l}aczek, B.: Vehicles Recognition Using Fuzzy Descriptors of Image Segments. Computer Recognition Systems 3, Advances in Intelligent and Soft Computing , vol. 57/2009, pp. 79--86. Springer-Verlag, Berlin Heidelberg (2009)",none,cs.CV,Summary17033,1112.4135v1,2011-12-18T08:11:59Z,A Reduced Reference Image Quality Measure Using Bessel K Forms Model for Tetrolet Coefficients,"Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine",http://arxiv.org/pdf/1112.4135v1,"Journal of Convergence Information Technology 6 (2011) 216, 224",none,cs.CV,Summary17034,1112.4164v5,2011-12-18T15:46:18Z,A Geometric Approach For Fully Automatic Chromosome Segmentation,"Shervin Minaee, Mehran Fotouhi, Babak Hossein Khalaj",http://arxiv.org/pdf/1112.4164v5,No journal ref found,none,cs.CV,Summary17035,1112.5298v1,2011-12-22T13:10:05Z,Zero-Temperature Limit of a Convergent Algorithm to Minimize the Bethe Free Energy,Tomas Werner,http://arxiv.org/pdf/1112.5298v1,No journal ref found,none,cs.CV,Summary17036,1112.5638v1,2011-12-23T19:08:10Z,Discretization of Parametrizable Signal Manifolds,"Elif Vural, Pascal Frossard",http://arxiv.org/pdf/1112.5638v1,"IEEE Transactions on Image Processing, vol. 20, no. 12, Dec. 2011",none,cs.CV,Summary17037,1112.5640v5,2011-12-23T19:13:31Z,Learning Smooth Pattern Transformation Manifolds,"Elif Vural, Pascal Frossard",http://arxiv.org/pdf/1112.5640v5,"IEEE Transactions on Image Processing, vol. 22, no. 4, pp. 1311-1325, 2013",none,cs.CV,Summary17038,1112.5895v1,2011-12-26T21:42:22Z,Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models,"Julio Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin",http://arxiv.org/pdf/1112.5895v1,No journal ref found,none,cs.CV,Summary17039,1112.5997v3,2011-12-27T18:19:04Z,Multispectral Palmprint Recognition Using a Hybrid Feature,"Sina Akbari Mistani, Shervin Minaee, Emad Fatemizadeh",http://arxiv.org/pdf/1112.5997v3,No journal ref found,none,cs.CV,Summary17040,1112.6269v1,2011-12-29T10:35:01Z,Automated PolyU Palmprint sample Registration and Coarse Classification,"Dhananjay D. M., C. V. Guru Rao, I. V. Muralikrishna",http://arxiv.org/pdf/1112.6269v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 3, November 2011 ISSN (Online): 1694-0814 www.IJCSI.org",none,cs.CV,Summary17041,1201.0566v2,2012-01-03T03:47:09Z,Learning joint intensity-depth sparse representations,"Ivana Tosic, Sarah Drewes",http://arxiv.org/pdf/1201.0566v2,No journal ref found,none,cs.CV,Summary17042,1201.1417v1,2011-11-29T06:24:33Z,Picture Collage with Genetic Algorithm and Stereo vision,"Hesam Ekhtiyar, Mahdi Sheida, Mahmood Amintoosi",http://arxiv.org/pdf/1201.1417v1,No journal ref found,none,cs.CV,Summary17043,1201.1571v3,2012-01-07T15:58:18Z,A United Image Force for Deformable Models and Direct Transforming Geometric Active Contorus to Snakes by Level Sets,"Hongyu Lu, Yutian Wang, Shanglian Bao",http://arxiv.org/pdf/1201.1571v3,No journal ref found,none,cs.CV,Summary17044,1201.2050v1,2012-01-10T13:41:56Z,Adaptive Noise Reduction Scheme for Salt and Pepper,"Tina Gebreyohannes, Dong-Yoon Kim",http://arxiv.org/pdf/1201.2050v1,No journal ref found,none,cs.CV,Summary17045,1201.2843v1,2012-01-13T14:05:59Z,Nonparametric Sparse Representation,"Mahmoud Ramezani Mayiami, Babak Seyfe",http://arxiv.org/pdf/1201.2843v1,No journal ref found,none,cs.CV,Summary17046,1201.2905v2,2012-01-13T18:18:03Z,NegCut: Automatic Image Segmentation based on MRF-MAP,Zhao Qiyang,http://arxiv.org/pdf/1201.2905v2,No journal ref found,none,cs.CV,Summary17047,1201.2995v1,2012-01-14T07:18:06Z,G-Lets: Signal Processing Using Transformation Groups,"B. Rajathilagam, Murali Rangarajan, K. P. Soman",http://arxiv.org/pdf/1201.2995v1,No journal ref found,none,cs.CV,Summary17048,1201.3109v1,2012-01-15T17:42:07Z,Automatic system for counting cells with elliptical shape,"Wesley Nunes Gonçalves, Odemir Martinez Bruno",http://arxiv.org/pdf/1201.3109v1,No journal ref found,none,cs.CV,Summary17049,1201.3153v1,2012-01-16T03:18:22Z,Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method,"André Ricardo Backes, Odemir Martinez Bruno",http://arxiv.org/pdf/1201.3153v1,"INFOCOMP, v. 7, p. 74-83, 2008",none,cs.CV,Summary17050,1201.3233v2,2012-01-16T12:31:27Z,Variations of images to increase their visibility,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1201.3233v2,No journal ref found,none,cs.CV,Summary17051,1201.3612v1,2012-01-17T20:26:04Z,Spatiotemporal Gabor filters: a new method for dynamic texture recognition,"Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno",http://arxiv.org/pdf/1201.3612v1,No journal ref found,none,cs.CV,Summary17052,1201.3720v1,2012-01-18T08:20:00Z,A Multimodal Biometric System Using Linear Discriminant Analysis For Improved Performance,"Aamir Khan, Muhammad Farhan, Aasim Khurshid, Adeel Akram",http://arxiv.org/pdf/1201.3720v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 2, 2011, 122-127",none,cs.CV,Summary17053,1201.3803v1,2012-01-16T07:33:56Z,Image Labeling and Segmentation using Hierarchical Conditional Random Field Model,"Manoj K. Vairalkar, Sonali. Nimbhorkar",http://arxiv.org/pdf/1201.3803v1,No journal ref found,none,cs.CV,Summary17054,1201.3821v1,2012-01-18T15:19:03Z,A PCA-Based Super-Resolution Algorithm for Short Image Sequences,"Carlos Miravet, Francisco B. Rodríguez",http://arxiv.org/pdf/1201.3821v1,No journal ref found,none,cs.CV,Summary17055,1201.3972v1,2012-01-19T04:57:36Z,A Novel Approach to Fast Image Filtering Algorithm of Infrared Images based on Intro Sort Algorithm,"Kapil Kumar Gupta, Rizwan Beg, Jitendra Kumar Niranjan",http://arxiv.org/pdf/1201.3972v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 1, November 2011, 235-241",none,cs.CV,Summary17056,1201.4139v1,2012-01-19T18:39:41Z,Image decomposition with anisotropic diffusion applied to leaf-texture analysis,"Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno",http://arxiv.org/pdf/1201.4139v1,No journal ref found,none,cs.CV,Summary17057,1201.4895v2,2012-01-23T23:19:59Z,Compressive Acquisition of Dynamic Scenes,"Aswin C Sankaranarayanan, Pavan K Turaga, Rama Chellappa, Richard G Baraniuk",http://arxiv.org/pdf/1201.4895v2,No journal ref found,none,cs.CV,Summary17058,1201.5227v1,2012-01-25T10:17:30Z,A New Local Adaptive Thresholding Technique in Binarization,"T. Romen Singh, Sudipta Roy, O. Imocha Singh, Tejmani Sinam, Kh. Manglem Singh",http://arxiv.org/pdf/1201.5227v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 2, (2011) 271-277",none,cs.CV,Summary17059,1201.5404v1,2012-01-25T22:25:27Z,Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models,"Julio M. Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro",http://arxiv.org/pdf/1201.5404v1,No journal ref found,none,cs.CV,Summary17060,1201.5938v1,2012-01-28T09:51:23Z,Comparing Methods for segmentation of Microcalcification Clusters in Digitized Mammograms,"Hajar Moradmand, Saeed Setayeshi, Hossein Khazaei Targhi",http://arxiv.org/pdf/1201.5938v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 1, November 2011",none,cs.CV,Summary17061,1202.0216v1,2012-02-01T17:00:45Z,The watershed concept and its use in segmentation : a brief history,Fernand Meyer,http://arxiv.org/pdf/1202.0216v1,No journal ref found,none,cs.CV,Summary17062,1202.0492v3,2012-02-02T17:10:56Z,Resolving Implementation Ambiguity and Improving SURF,Peter Abeles,http://arxiv.org/pdf/1202.0492v3,No journal ref found,none,cs.CV,Summary17063,1202.0549v1,2012-01-29T19:19:33Z,Comparing Background Subtraction Algorithms and Method of Car Counting,"Gautam S. Thakur, Mohsen Ali, Pan Hui, Ahmed Helmy",http://arxiv.org/pdf/1202.0549v1,No journal ref found,none,cs.CV,Summary17064,1202.0609v1,2012-02-03T05:43:46Z,Wavelet-based deconvolution of ultrasonic signals in nondestructive evaluation,"Roberto Henry Herrera, Rubén Orozco, Manuel Rodríguez",http://arxiv.org/pdf/1202.0609v1,J Zhejiang Univ SCIENCE A 2006,none,cs.CV,Summary17065,1202.1587v1,2012-02-08T03:26:01Z,Automatic Clustering with Single Optimal Solution,"K. Karteeka Pavan, Allam Appa Rao, A. V. Dattatreya Rao",http://arxiv.org/pdf/1202.1587v1,"Computer Engineering and Intelligent Systems, 2011, vol no.2 no.4 pp149-161",none,cs.CV,Summary17066,1202.1685v1,2012-02-08T13:07:10Z,Combined Haar-Hilbert and Log-Gabor Based Iris Encoders,"Valentina E. Balas, Iulia M. Motoc, Alina Barbulescu",http://arxiv.org/pdf/1202.1685v1,No journal ref found,none,cs.CV,Summary17067,1202.1943v1,2012-02-09T10:53:11Z,3D Model Assisted Image Segmentation,"Srimal Jayawardena, Di Yang, Marcus Hutter",http://arxiv.org/pdf/1202.1943v1,Proc. 13th International Conf. on Digital Image Computing: Techniques and Applications (DICTA 2011) pages 51-58,none,cs.CV,Summary17068,1202.1990v1,2012-02-09T14:02:26Z,Non-parametric convolution based image-segmentation of ill-posed objects applying context window approach,"Upendra Kumar, Tapobrata Lahiri, Manoj Kumar Pal",http://arxiv.org/pdf/1202.1990v1,No journal ref found,none,cs.CV,Summary17069,1202.2528v1,2012-02-12T13:40:11Z,Using Covariance Matrices as Feature Descriptors for Vehicle Detection from a Fixed Camera,"Kevin Mader, Gil Reese",http://arxiv.org/pdf/1202.2528v1,No journal ref found,none,cs.CV,Summary17070,1202.3021v1,2012-02-14T12:50:35Z,No-reference image quality assessment through the von Mises distribution,"Salvador Gabarda, Gabriel Cristobal",http://arxiv.org/pdf/1202.3021v1,No journal ref found,none,cs.CV,Summary17071,1202.3684v1,2012-02-16T20:08:11Z,Generalized Boundaries from Multiple Image Interpretations,"Marius Leordeanu, Rahul Sukthankar, Cristian Sminchisescu",http://arxiv.org/pdf/1202.3684v1,No journal ref found,none,cs.CV,Summary17072,1202.3884v1,2012-02-17T11:41:28Z,A feature extraction technique based on character geometry for character recognition,"Dinesh Dileep Gaurav, Renu Ramesh",http://arxiv.org/pdf/1202.3884v1,No journal ref found,none,cs.CV,Summary17073,1202.4107v1,2012-02-18T21:42:24Z,Unsupervised Threshold for Automatic Extraction of Dolphin Dorsal Fin Outlines from Digital Photographs in DARWIN (Digital Analysis and Recognition of Whale Images on a Network),Scott A. Hale,http://arxiv.org/pdf/1202.4107v1,No journal ref found,none,cs.CV,Summary17074,1202.4207v2,2012-02-20T02:02:26Z,Regularized Robust Coding for Face Recognition,"Meng Yang, Lei Zhang, Jian Yang, David Zhang",http://arxiv.org/pdf/1202.4207v2,No journal ref found,none,cs.CV,Summary17075,1202.4237v1,2012-02-20T06:56:26Z,A Simple Unsupervised Color Image Segmentation Method based on MRF-MAP,Qiyang Zhao,http://arxiv.org/pdf/1202.4237v1,No journal ref found,none,cs.CV,Summary17076,1202.4495v1,2012-02-20T23:48:38Z,Stochastic-Based Pattern Recognition Analysis,"V. Canals, A. Morro, J. L. Rosselló",http://arxiv.org/pdf/1202.4495v1,Published in Pattern Recognition Letters in 2010,none,cs.CV,Summary17077,1202.6384v1,2012-02-28T21:27:14Z,Fast approximations to structured sparse coding and applications to object classification,"Arthur Szlam, Karol Gregor, Yann LeCun",http://arxiv.org/pdf/1202.6384v1,No journal ref found,none,cs.CV,Summary17078,1202.6586v1,2012-02-29T16:10:10Z,Filling-Based Techniques Applied to Object Projection Feature Estimation,"Luis Quesada, Alejandro J. León",http://arxiv.org/pdf/1202.6586v1,No journal ref found,none,cs.CV,Summary17079,1205.1644v1,2012-05-08T09:44:03Z,DBC based Face Recognition using DWT,"H S Jagadeesh, K Suresh Babu, K B Raja",http://arxiv.org/pdf/1205.1644v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.3, No.2, April 2012",none,cs.CV,Summary17080,1205.2031v1,2012-05-09T16:52:23Z,M-FISH Karyotyping - A New Approach Based on Watershed Transform,"K. S. Sreejini, A. Lijiya, V. K. Govindan",http://arxiv.org/pdf/1205.2031v1,No journal ref found,none,cs.CV,Summary17081,1205.2164v1,2012-05-10T06:14:51Z,Discrimination of English to other Indian languages (Kannada and Hindi) for OCR system,"Ankit Kumar, Tushar Patnaik, Vivek Kr Verma",http://arxiv.org/pdf/1205.2164v1,No journal ref found,none,cs.CV,Summary17082,1205.2663v1,2012-05-11T18:54:12Z,Are visual dictionaries generalizable?,"Otavio A. B. Penatti, Eduardo Valle, Ricardo da S. Torres",http://arxiv.org/pdf/1205.2663v1,No journal ref found,none,cs.CV,Summary17083,1205.3766v1,2012-05-16T19:11:51Z,Efficient Topology-Controlled Sampling of Implicit Shapes,"Jason Chang, John W. Fisher III",http://arxiv.org/pdf/1205.3766v1,No journal ref found,none,cs.CV,Summary17084,1205.3999v1,2012-05-17T18:15:45Z,Optimal Weights Mixed Filter for Removing Mixture of Gaussian and Impulse Noises,"Qiyu Jin, Ion Grama, Quansheng Liu",http://arxiv.org/pdf/1205.3999v1,No journal ref found,none,cs.CV,Summary17085,1205.4336v2,2012-05-19T15:19:38Z,Fuzzy - Rough Feature Selection With Π- Membership Function For Mammogram Classification,"K. Thangavel, R. Roselin",http://arxiv.org/pdf/1205.4336v2,No journal ref found,none,cs.CV,Summary17086,1205.4450v3,2012-05-20T19:30:26Z,Spectral Graph Cut from a Filtering Point of View,"Chengxi Ye, Yuxu Lin, Mingli Song, Chun Chen, David W. Jacobs",http://arxiv.org/pdf/1205.4450v3,No journal ref found,none,cs.CV,Summary17087,1205.4831v1,2012-05-22T08:00:45Z,Gray Level Co-Occurrence Matrices: Generalisation and Some New Features,"Bino Sebastian V, A. Unnikrishnan, Kannan Balakrishnan",http://arxiv.org/pdf/1205.4831v1,No journal ref found,none,cs.CV,Summary17088,1205.5097v1,2012-05-23T05:14:20Z,Neural Network Approach for Eye Detection,"Vijayalaxmi, P. Sudhakara Rao, S. Sreehari",http://arxiv.org/pdf/1205.5097v1,No journal ref found,none,cs.CV,Summary17089,1205.5351v2,2012-05-24T07:16:14Z,Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures,"Xiang Ren, Zhouchen Lin",http://arxiv.org/pdf/1205.5351v2,No journal ref found,none,cs.CV,Summary17090,1205.5425v1,2012-05-24T12:56:45Z,Locally Orderless Registration,"Sune Darkner, Jon Sporring",http://arxiv.org/pdf/1205.5425v1,No journal ref found,none,cs.CV,Summary17091,1205.6352v4,2012-05-29T13:06:58Z,Generalized sequential tree-reweighted message passing,"Vladimir Kolmogorov, Thomas Schoenemann",http://arxiv.org/pdf/1205.6352v4,No journal ref found,none,cs.CV,Summary17092,1205.6391v2,2012-05-29T15:28:54Z,A Brief Summary of Dictionary Learning Based Approach for Classification,"Kong Shu, Wang Donghui",http://arxiv.org/pdf/1205.6391v2,No journal ref found,none,cs.CV,Summary17093,1205.6572v1,2012-05-30T08:10:59Z,An Unsupervised Dynamic Image Segmentation using Fuzzy Hopfield Neural Network based Genetic Algorithm,"Amiya Halder, Soumajit Pramanik",http://arxiv.org/pdf/1205.6572v1,IJCSI March 2012,none,cs.CV,Summary17094,1205.6605v1,2012-05-30T09:44:43Z,Template-Cut: A Pattern-Based Segmentation Paradigm,"Jan Egger, Bernd Freisleben, Christopher Nimsky, Tina Kapur",http://arxiv.org/pdf/1205.6605v1,"J. Egger, B. Freisleben, C. Nimsky, T. Kapur. Template-Cut: A Pattern-Based Segmentation Paradigm. Nature - Scientific Reports, Nature Publishing Group (NPG), 2(420), 2012",none,cs.CV,Summary17095,1205.6745v1,2012-05-30T16:26:23Z,Fingerprint Gender Classification using Wavelet Transform and Singular Value Decomposition,"P Gnanasivam, Dr. S Muttan",http://arxiv.org/pdf/1205.6745v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 2, No 3, March 2012",none,cs.CV,Summary17096,1206.0238v1,2012-06-01T16:20:41Z,Rapid Feature Extraction for Optical Character Recognition,"M. Zahid Hossain, M. Ashraful Amin, Hong Yan",http://arxiv.org/pdf/1206.0238v1,No journal ref found,none,cs.CV,Summary17097,1206.1515v1,2012-06-07T14:51:54Z,Optimizing Face Recognition Using PCA,"Manal Abdullah, Majda Wazzan, Sahar Bo-saeed",http://arxiv.org/pdf/1206.1515v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.2, March 2012, 23-31",none,cs.CV,Summary17098,1206.1518v1,2012-06-07T15:07:08Z,Off-Line Arabic Handwriting Character Recognition Using Word Segmentation,"Manal A. Abdullah, Lulwah M. Al-Harigy, Hanadi H. Al-Fraidi",http://arxiv.org/pdf/1206.1518v1,No journal ref found,none,cs.CV,Summary17099,1206.1552v1,2012-06-07T16:49:36Z,Performance Analysis of Unsymmetrical trimmed median as detector on image noises and its Fpga implementation,"K. Vasanth, V. Jawahar Senthil Kumar",http://arxiv.org/pdf/1206.1552v1,No journal ref found,none,cs.CV,Summary17100,1206.2437v1,2012-06-12T04:23:38Z,A Novel Windowing Technique for Efficient Computation of MFCC for Speaker Recognition,"Md. Sahidullah, Goutam Saha",http://arxiv.org/pdf/1206.2437v1,No journal ref found,none,cs.CV,Summary17101,1206.2627v2,2012-06-12T19:30:57Z,Image Similarity Using Sparse Representation and Compression Distance,"Tanaya Guha, Rabab K. Ward",http://arxiv.org/pdf/1206.2627v2,No journal ref found,none,cs.CV,Summary17102,1206.2807v1,2012-06-13T13:49:23Z,An efficient hierarchical graph based image segmentation,"Silvio Jamil F. Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman",http://arxiv.org/pdf/1206.2807v1,No journal ref found,none,cs.CV,Summary17103,1206.3559v1,2012-05-08T06:54:41Z,Real time facial expression recognition using a novel method,Saumil Srivastava,http://arxiv.org/pdf/1206.3559v1,No journal ref found,none,cs.CV,Summary17104,1206.3594v1,2012-06-15T20:51:39Z,Blind PSF estimation and methods of deconvolution optimization,"Yu. A. Bunyak, O. Yu. Sofina, R. N. Kvetnyy",http://arxiv.org/pdf/1206.3594v1,No journal ref found,none,cs.CV,Summary17105,1206.4866v1,2012-06-21T13:14:59Z,Portraits of Julius Caesar: a proposal for 3D analysis,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1206.4866v1,No journal ref found,none,cs.CV,Summary17106,1206.5065v1,2012-06-22T06:24:30Z,A generic framework for video understanding applied to group behavior recognition,"Sofia Zaidenberg, Bernard Boulay, François Bremond",http://arxiv.org/pdf/1206.5065v1,9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2012) (2012) 136 -142,none,cs.CV,Summary17107,1206.6878v1,2012-06-27T16:31:21Z,Efficient Selection of Disambiguating Actions for Stereo Vision,"Monika Schaeffer, Ron Parr",http://arxiv.org/pdf/1206.6878v1,No journal ref found,none,cs.CV,Summary17108,1208.0967v1,2012-08-04T23:44:07Z,Human Activity Learning using Object Affordances from RGB-D Videos,"Hema Swetha Koppula, Rudhir Gupta, Ashutosh Saxena",http://arxiv.org/pdf/1208.0967v1,No journal ref found,none,cs.CV,Summary17109,1208.1670v1,2012-08-08T14:15:38Z,Performance Measurement and Method Analysis (PMMA) for Fingerprint Reconstruction,"Josphineleela Ramakrishnan, Ramakrishnan Malaisamy",http://arxiv.org/pdf/1208.1670v1,No journal ref found,none,cs.CV,Summary17110,1208.1672v1,2012-08-08T14:23:50Z,An Efficient Automatic Attendance System Using Fingerprint Reconstruction Technique,"Josphineleela Ramakrishnan, M. Ramakrishnan",http://arxiv.org/pdf/1208.1672v1,No journal ref found,none,cs.CV,Summary17111,1208.2655v1,2012-08-13T18:21:05Z,Stable Segmentation of Digital Image,M. Kharinov,http://arxiv.org/pdf/1208.2655v1,"Proc. of the 22th Int. Conf. on Comp. Graphics and Vision (Graphicon 2012), Moscow: MSU, 01-05 Oct. 2012, pp. 208-213. (in Russian)",none,cs.CV,Summary17112,1208.3133v1,2012-08-15T14:51:45Z,Color Image Compression Algorithm Based on the DCT Blocks,"Walaa M. Abd-Elhafiez, Wajeb Gharibi",http://arxiv.org/pdf/1208.3133v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 3, July 2012",none,cs.CV,Summary17113,1208.3512v1,2012-08-16T23:22:50Z,Contour Completion Around a Fixation Point,Toshiro Kubota,http://arxiv.org/pdf/1208.3512v1,No journal ref found,none,cs.CV,Summary17114,1208.3665v2,2012-08-17T19:41:23Z,An Evaluation of Popular Copy-Move Forgery Detection Approaches,"Vincent Christlein, Christian Riess, Johannes Jordan, Corinna Riess, Elli Angelopoulou",http://arxiv.org/pdf/1208.3665v2,"IEEE Transactions on Information Forensics and Security, volume 7, number 6, 2012, pp. 1841-1854",none,cs.CV,Summary17115,1208.3670v1,2012-08-08T04:45:42Z,A Survey of Recent View-based 3D Model Retrieval Methods,Qiong Liu,http://arxiv.org/pdf/1208.3670v1,No journal ref found,none,cs.CV,Summary17116,1208.3716v2,2012-08-18T01:48:05Z,Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization,"Jian Zhang, Shaohui Liu, Debin Zhao, Ruiqin Xiong, Siwei Ma",http://arxiv.org/pdf/1208.3716v2,No journal ref found,none,cs.CV,Summary17117,1208.3723v1,2012-08-18T03:00:03Z,Image Super-Resolution via Dual-Dictionary Learning And Sparse Representation,"Jian Zhang, Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao",http://arxiv.org/pdf/1208.3723v1,No journal ref found,none,cs.CV,Summary17118,1208.3901v2,2012-08-19T22:21:19Z,Trace transform based method for color image domain identification,"Igor G. Olaizola, Marco Quartulli, Julian Florez, Basilio Sierra",http://arxiv.org/pdf/1208.3901v2,No journal ref found,none,cs.CV,Summary17119,1208.4316v1,2012-08-21T17:40:15Z,An Online Character Recognition System to Convert Grantha Script to Malayalam,"Sreeraj. M, Sumam Mary Idicula",http://arxiv.org/pdf/1208.4316v1,"International Journal of Advanced Computer Science and Applications(IJACSA, Volume 3 Issue 7, 2012",none,cs.CV,Summary17120,1208.4842v1,2012-08-23T14:55:30Z,The Segmentation Fusion Method On10 Multi-Sensors,"Firouz Abdullah Al-Wassai, N. V. Kalyankar",http://arxiv.org/pdf/1208.4842v1,"International Journal of Latest Technology in Engineering,Management & Applied Science (IJLTEMAS),Vol. I, Issue V, 2012, 124-138",none,cs.CV,Summary17121,1208.5016v1,2012-08-24T17:38:46Z,WESD - Weighted Spectral Distance for Measuring Shape Dissimilarity,"Ender Konukoglu, Ben Glocker, Antonio Criminisi, Kilian M. Pohl",http://arxiv.org/pdf/1208.5016v1,No journal ref found,none,cs.CV,Summary17122,1208.5451v1,2012-08-27T17:21:39Z,Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video,"Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro",http://arxiv.org/pdf/1208.5451v1,No journal ref found,none,cs.CV,Summary17123,1208.6137v1,2012-08-30T11:24:44Z,Benchmarking recognition results on word image datasets,"Deepak Kumar, M N Anil Prasad, A G Ramakrishnan",http://arxiv.org/pdf/1208.6137v1,No journal ref found,none,cs.CV,Summary17124,1208.6335v1,2012-08-30T23:50:06Z,Comparative Study and Optimization of Feature-Extraction Techniques for Content based Image Retrieval,"Aman Chadha, Sushmit Mallik, Ravdeep Johar",http://arxiv.org/pdf/1208.6335v1,"International Journal of Computer Applications 52(20):35-42, 2012",none,cs.CV,Summary17125,1212.0030v1,2012-11-30T22:35:19Z,Viewpoint Invariant Object Detector,"Osama Khalil, Andrew Habib",http://arxiv.org/pdf/1212.0030v1,No journal ref found,none,cs.CV,Summary17126,1212.0134v1,2012-12-01T16:59:07Z,Fingertip Detection: A Fast Method with Natural Hand,"J. L. Raheja, Karen Das, Ankit Chaudhary",http://arxiv.org/pdf/1212.0134v1,"International Journal of Embedded Systems and Computer Engineering, 2011",none,cs.CV,Summary17127,1212.0291v1,2012-12-03T05:57:46Z,An Image Based Technique for Enhancement of Underwater Images,"C. J. Prabhakar, P. U. Praveen Kumar",http://arxiv.org/pdf/1212.0291v1,"International Journal of Machine Intelligence, Volume 3, Issue 4, pages 217-224, 2011",none,cs.CV,Summary17128,1212.0318v1,2012-12-03T08:55:52Z,Comparison of Fuzzy and Neuro Fuzzy Image Fusion Techniques and its Applications,"D. Srinivasa Rao, M. Seetha, M. H. M. Krishna Prasad",http://arxiv.org/pdf/1212.0318v1,"International Journal of Computer Applications Volume 43, No.20, 2012, pages: 31 - 37",none,cs.CV,Summary17129,1212.0383v1,2012-12-03T13:40:41Z,GLCM-based chi-square histogram distance for automatic detection of defects on patterned textures,"V. Asha, N. U. Bhajantri, P. Nagabhushan",http://arxiv.org/pdf/1212.0383v1,"IJCVR, Vol. 2, No. 4, 2011, pp. 302-313",none,cs.CV,Summary17130,1212.0402v1,2012-12-03T14:45:31Z,UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild,"Khurram Soomro, Amir Roshan Zamir, Mubarak Shah",http://arxiv.org/pdf/1212.0402v1,No journal ref found,none,cs.CV,Summary17131,1212.0433v1,2012-12-03T16:21:07Z,Compressive Schlieren Deflectometry,"Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes",http://arxiv.org/pdf/1212.0433v1,No journal ref found,none,cs.CV,Summary17132,1212.0888v1,2012-12-04T21:59:35Z,Unmixing of Hyperspectral Data Using Robust Statistics-based NMF,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1212.0888v1,No journal ref found,none,cs.CV,Summary17133,1212.1073v2,2012-12-05T16:02:43Z,Kernel Estimation from Salient Structure for Robust Motion Deblurring,"Jinshan Pan, Risheng Liu, Zhixun Su, Xianfeng Gu",http://arxiv.org/pdf/1212.1073v2,"Signal Processing: Image Communication, 2013",none,cs.CV,Summary17134,1212.1329v1,2012-12-06T14:17:21Z,Automatic Detection of Texture Defects Using Texture-Periodicity and Gabor Wavelets,"V. Asha, N. U. Bhajantri, P. Nagabhushan",http://arxiv.org/pdf/1212.1329v1,"CCIS 157, Computer Networks and Intelligent Computing, Part 9, pp. 548-553, Springer-Verlag, Berlin Heidelberg, 2011",none,cs.CV,Summary17135,1212.1819v2,2012-12-08T17:38:40Z,A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013,"Edwin Carlinet, Thierry Géraud",http://arxiv.org/pdf/1212.1819v2,No journal ref found,none,cs.CV,Summary17136,1212.2245v1,2012-12-10T23:00:10Z,Fast and Robust Linear Motion Deblurring,"Martin Welk, Patrik Raudaschl, Thomas Schwarzbauer, Martin Erler, Martin Läuter",http://arxiv.org/pdf/1212.2245v1,No journal ref found,none,cs.CV,Summary17137,1212.2278v2,2012-12-11T01:59:51Z,Inverting and Visualizing Features for Object Detection,"Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz, Antonio Torralba",http://arxiv.org/pdf/1212.2278v2,No journal ref found,none,cs.CV,Summary17138,1212.2546v1,2012-12-11T17:29:04Z,A Learning Framework for Morphological Operators using Counter-Harmonic Mean,"Jonathan Masci, Jesús Angulo, Jürgen Schmidhuber",http://arxiv.org/pdf/1212.2546v1,No journal ref found,none,cs.CV,Summary17139,1212.2692v1,2012-12-12T03:01:00Z,Enhanced skin colour classifier using RGB Ratio model,"Ghazali Osman, Muhammad Suzuri Hitam, Mohd Nasir Ismail",http://arxiv.org/pdf/1212.2692v1,No journal ref found,none,cs.CV,Summary17140,1212.2823v1,2012-12-12T14:02:41Z,Tracking Revisited using RGBD Camera: Baseline and Benchmark,"Shuran Song, Jianxiong Xiao",http://arxiv.org/pdf/1212.2823v1,No journal ref found,none,cs.CV,Summary17141,1212.2860v1,2012-12-12T16:12:32Z,Pituitary Adenoma Volumetry with 3D Slicer,"Jan Egger, Tina Kapur, Christopher Nimsky, Ron Kikinis",http://arxiv.org/pdf/1212.2860v1,(2012) PLoS ONE 7(12): e51788,none,cs.CV,Summary17142,1212.3268v3,2012-12-13T19:00:17Z,Robust image reconstruction from multi-view measurements,"Gilles Puy, Pierre Vandergheynst",http://arxiv.org/pdf/1212.3268v3,No journal ref found,none,cs.CV,Summary17143,1212.3373v1,2012-12-14T00:13:11Z,A Novel Directional Weighted Minimum Deviation (DWMD) Based Filter for Removal of Random Valued Impulse Noise,"J. K. Mandal, Somnath Mukhopadhyay",http://arxiv.org/pdf/1212.3373v1,No journal ref found,none,cs.CV,Summary17144,1212.3530v5,2012-12-14T17:04:03Z,A Multi-Orientation Analysis Approach to Retinal Vessel Tracking,"Erik Bekkers, Remco Duits, Tos Berendschot, Bart ter Haar Romeny",http://arxiv.org/pdf/1212.3530v5,Journal of Mathematical Imaging and Vision 49(3) (2014) 583-610,none,cs.CV,Summary17145,1212.3767v2,2012-12-16T09:10:54Z,Visual Objects Classification with Sliding Spatial Pyramid Matching,"Hao Wooi Lim, Yong Haur Tay",http://arxiv.org/pdf/1212.3767v2,No journal ref found,none,cs.CV,Summary17146,1212.4527v1,2012-12-18T22:30:23Z,GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation,Quan Wang,http://arxiv.org/pdf/1212.4527v1,No journal ref found,none,cs.CV,Summary17147,1212.4608v1,2012-12-19T09:40:09Z,Perceptually Motivated Shape Context Which Uses Shape Interiors,"Vittal Premachandran, Ramakrishna Kakarala",http://arxiv.org/pdf/1212.4608v1,No journal ref found,none,cs.CV,Summary17148,1212.5352v1,2012-12-21T07:30:38Z,On the Adaptability of Neural Network Image Super-Resolution,"Kah Keong Chua, Yong Haur Tay",http://arxiv.org/pdf/1212.5352v1,No journal ref found,none,cs.CV,Summary17149,1212.5656v1,2012-12-22T05:00:01Z,"High-precision camera distortion measurements with a ""calibration harp""","Zhongwei Tang, Rafael Grompone von Gioi, Pascal Monasse, Jean-Michel Morel",http://arxiv.org/pdf/1212.5656v1,"JOSA A, Vol. 29, Issue 10, pp. 2134-2143 (2012)",none,cs.CV,Summary17150,1212.5720v2,2012-12-22T20:27:22Z,Hierarchical Graphical Models for Multigroup Shape Analysis using Expectation Maximization with Sampling in Kendalls Shape Space,"Yen-Yun Yu, P. Thomas Fletcher, Suyash P. Awate",http://arxiv.org/pdf/1212.5720v2,No journal ref found,none,cs.CV,Summary17151,1212.6094v1,2012-12-25T22:49:31Z,"Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval","Chang Huang, Shenghuo Zhu, Kai Yu",http://arxiv.org/pdf/1212.6094v1,No journal ref found,none,cs.CV,Summary17152,1212.6933v3,2012-12-31T17:38:02Z,"On Automation and Medical Image Interpretation, With Applications for Laryngeal Imaging",H. J. Moukalled,http://arxiv.org/pdf/1212.6933v3,No journal ref found,none,cs.CV,Summary17153,1302.0446v1,2013-02-03T02:40:29Z,Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey,"Mingli Song, Dachent Tao, Stephen J. Maybank",http://arxiv.org/pdf/1302.0446v1,No journal ref found,none,cs.CV,Summary17154,1302.0494v4,2013-02-03T14:14:27Z,Local Structure Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression,"Binjie Qin, Zhuangming Shen, Zien Zhou, Jiawei Zhou, Jiuai Sun, Hui Zhang, Mingxing Hu, Yisong Lv",http://arxiv.org/pdf/1302.0494v4,No journal ref found,none,cs.CV,Summary17155,1302.0689v1,2013-02-04T14:00:52Z,Multi-scale Visual Attention & Saliency Modelling with Decision Theory,"Anh Cat Le Ngo, Li-Minn Ang, Guoping Qiu, Kah-Phooi Seng",http://arxiv.org/pdf/1302.0689v1,No journal ref found,none,cs.CV,Summary17156,1302.1007v1,2013-02-05T12:02:53Z,Image Denoising Using Interquartile Range Filter with Local Averaging,Firas Ajil Jassim,http://arxiv.org/pdf/1302.1007v1,"International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-2, Issue-6, January 2013",none,cs.CV,Summary17157,1302.1294v1,2013-02-06T09:22:58Z,Image Interpolation Using Kriging Technique for Spatial Data,"Firas Ajil Jassim, Fawzi Hasan Altaany",http://arxiv.org/pdf/1302.1294v1,"Canadian Journal on Image Processing and Computer Vision, Vol. 4 No. 2, February 2013",none,cs.CV,Summary17158,1302.1296v1,2013-02-06T09:31:59Z,Hybrid Image Segmentation using Discerner Cluster in FCM and Histogram Thresholding,Firas Ajil Jassim,http://arxiv.org/pdf/1302.1296v1,"International Journal of Graphics & Image Processing, Vol 2, issue 4, November 2012",none,cs.CV,Summary17159,1302.1300v1,2013-02-06T09:45:18Z,Kriging Interpolation Filter to Reduce High Density Salt and Pepper Noise,Firas Ajil Jassim,http://arxiv.org/pdf/1302.1300v1,"World of Computer Science and Information Technology Journal (WCSIT), Vol. 3, No. 1, pp.8-14, 2013",none,cs.CV,Summary17160,1302.1690v1,2013-02-07T10:17:07Z,A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks,"Jonathan Masci, Alessandro Giusti, Dan Cireşan, Gabriel Fricout, Jürgen Schmidhuber",http://arxiv.org/pdf/1302.1690v1,No journal ref found,none,cs.CV,Summary17161,1302.2073v2,2013-02-08T16:14:14Z,pROST : A Smoothed Lp-norm Robust Online Subspace Tracking Method for Realtime Background Subtraction in Video,"Florian Seidel, Clemens Hage, Martin Kleinsteuber",http://arxiv.org/pdf/1302.2073v2,No journal ref found,none,cs.CV,Summary17162,1302.3155v1,2013-02-13T16:25:19Z,Morphological Analusis Of The Left Ventricular Eendocardial Surface Using A Bag-Of-Features Descriptor,"Anirban Mukhopadhyay, Zhen Qian, Suchendra M. Bhandarkar, Tianming Liu, Sarah Rinehart, Szilard Voros",http://arxiv.org/pdf/1302.3155v1,No journal ref found,none,cs.CV,Summary17163,1302.3785v2,2013-02-15T15:45:32Z,Analysis of Descent-Based Image Registration,"Elif Vural, Pascal Frossard",http://arxiv.org/pdf/1302.3785v2,"SIAM Journal on Imaging Sciences, Vol. 6, No. 4, pp 2310-2349, 2013",none,cs.CV,Summary17164,1302.3900v1,2013-02-15T21:49:26Z,Robust Image Segmentation in Low Depth Of Field Images,"Franz Graf, Hans-Peter Kriegel, Michael Weiler",http://arxiv.org/pdf/1302.3900v1,"Extended Version of ""Robust Image Segmentation in Low Depth Of Field Images"", IEEE International Conference on Image Processing 2011 (ICIP)",none,cs.CV,Summary17165,1302.4043v1,2013-02-17T08:11:58Z,A new scheme of signature extraction for iris authentication,"Belhassen Akrout, Imen Khanfir Kallel, Chokri Ben Amar",http://arxiv.org/pdf/1302.4043v1,"IEEE 6th International Multi-Conference on Systems, Signals and Devices. (2009) 1-8",none,cs.CV,Summary17166,1302.4673v1,2013-02-19T17:02:34Z,Good Recognition is Non-Metric,"Walter J. Scheirer, Michael J. Wilber, Michael Eckmann, Terrance E. Boult",http://arxiv.org/pdf/1302.4673v1,No journal ref found,none,cs.CV,Summary17167,1302.5189v1,2013-02-21T06:06:47Z,Object Detection in Real Images,Dilip K. Prasad,http://arxiv.org/pdf/1302.5189v1,No journal ref found,none,cs.CV,Summary17168,1302.5894v1,2013-02-24T10:49:39Z,Four Side Distance: A New Fourier Shape Signature,"Sonya Eini, Abdolah Chalechale",http://arxiv.org/pdf/1302.5894v1,No journal ref found,none,cs.CV,Summary17169,1302.5957v1,2013-02-24T21:38:20Z,Shape Characterization via Boundary Distortion,"Xavier Descombes, Serguei Komech",http://arxiv.org/pdf/1302.5957v1,No journal ref found,none,cs.CV,Summary17170,1302.5985v1,2013-02-25T03:12:12Z,A Meta-Theory of Boundary Detection Benchmarks,"Xiaodi Hou, Alan Yuille, Christof Koch",http://arxiv.org/pdf/1302.5985v1,No journal ref found,none,cs.CV,Summary17171,1302.6379v1,2013-02-26T10:12:30Z,"Image-based Face Detection and Recognition: ""State of the Art""","Faizan Ahmad, Aaima Najam, Zeeshan Ahmed",http://arxiv.org/pdf/1302.6379v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 6, No 1, November 2012 ISSN (Online): 1694-0814",none,cs.CV,Summary17172,1302.6957v1,2013-02-27T18:58:36Z,Ensemble Sparse Models for Image Analysis,"Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias",http://arxiv.org/pdf/1302.6957v1,No journal ref found,none,cs.CV,Summary17173,1302.7180v1,2013-02-28T12:59:41Z,Fast Matching by 2 Lines of Code for Large Scale Face Recognition Systems,"Dong Yi, Zhen Lei, Yang Hu, Stan Z. Li",http://arxiv.org/pdf/1302.7180v1,No journal ref found,none,cs.CV,Summary17174,0910.1844v1,2009-10-09T20:07:11Z,3D/2D Registration of Mapping Catheter Images for Arrhythmia Interventional Assistance,Pascal Fallavollita,http://arxiv.org/pdf/0910.1844v1,"P. Fallavollita, "" 3D/2D Registration of Mapping Catheter Images for Arrhythmia Interventional Assistance"", International Journal of Computer Science Issues, IJCSI, Volume 4, Issue 2, pp10-19, September 2009""",none,cs.CV,Summary17175,0910.1849v1,2009-10-09T20:21:23Z,Color Image Clustering using Block Truncation Algorithm,"Sanjay Silakari, Mahesh Motwani, Manish Maheshwari",http://arxiv.org/pdf/0910.1849v1,"S. Silakari, M. Motwani and M. Maheshwari,"" Color Image Clustering using Block Truncation Algorithm"", International Journal of Computer Science Issues, IJCSI, Volume 4, Issue 2, pp31-35, September 2009",none,cs.CV,Summary17176,0910.2381v4,2009-10-13T12:37:32Z,Fractional differentiation based image processing,Amelia Carolina Sparavigna,http://arxiv.org/pdf/0910.2381v4,No journal ref found,none,cs.CV,Summary17177,0910.2917v1,2009-10-15T16:09:18Z,Behavior Subtraction,"P. M. Jodoin, V. Saligrama, J. Konrad",http://arxiv.org/pdf/0910.2917v1,No journal ref found,none,cs.CV,Summary17178,0910.4839v2,2009-10-26T09:34:29Z,A $p$-adic RanSaC algorithm for stereo vision using Hensel lifting,Patrick Erik Bradley,http://arxiv.org/pdf/0910.4839v2,"p-Adic Numbers, Ultrametric Analysis, and Applications, Vol. 2, No. 1 (2010), 55-67",none,cs.CV,Summary17179,0910.5002v1,2009-10-26T22:50:18Z,An Iterative Shrinkage Approach to Total-Variation Image Restoration,Oleg Michailovich,http://arxiv.org/pdf/0910.5002v1,No journal ref found,none,cs.CV,Summary17180,1002.1148v1,2010-02-05T08:34:39Z,A Comparative Study of Removal Noise from Remote Sensing Image,"Salem Saleh Al-amri, N. V. Kalyankar, S. D. Khamitkar",http://arxiv.org/pdf/1002.1148v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 1, January 2010, http://ijcsi.org/articles/A-Comparative-Study-of-Removal-Noise-from-Remote-Sensing-Image.php",none,cs.CV,Summary17181,1002.1285v1,2010-02-05T17:35:49Z,The Influence of Intensity Standardization on Medical Image Registration,"Ulas Bagci, Jayaram K. Udupa, Li Bai",http://arxiv.org/pdf/1002.1285v1,No journal ref found,none,cs.CV,Summary17182,1002.1288v1,2010-02-05T17:54:36Z,Ball-Scale Based Hierarchical Multi-Object Recognition in 3D Medical Images,"Ulas Bagci, Jayaram K. Udupa, Xinjian Chen",http://arxiv.org/pdf/1002.1288v1,No journal ref found,none,cs.CV,Summary17183,1002.2182v1,2010-02-10T19:22:25Z,Detection of Microcalcification in Mammograms Using Wavelet Transform and Fuzzy Shell Clustering,"T. Balakumaran, I. L. A. Vennila, C. Gowri Shankar",http://arxiv.org/pdf/1002.2182v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 121-125, January 2010, USA",none,cs.CV,Summary17184,1002.2408v1,2010-02-11T19:54:08Z,Automatic diagnosis of retinal diseases from color retinal images,"D. Jayanthi, N. Devi, S. SwarnaParvathi",http://arxiv.org/pdf/1002.2408v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 234-238, January 2010, USA",none,cs.CV,Summary17185,1002.2418v1,2010-02-11T20:16:33Z,Medical Image Compression using Wavelet Decomposition for Prediction Method,"S. M. Ramesh, A. Shanmugam",http://arxiv.org/pdf/1002.2418v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 262-265, January 2010, USA",none,cs.CV,Summary17186,1002.3985v1,2010-02-21T18:34:10Z,Supervised Learning of Digital image restoration based on Quantization Nearest Neighbor algorithm,"Md. Imran Hossain, Syed Golam Rajib",http://arxiv.org/pdf/1002.3985v1,"Journal of Computing, Volume 2, Issue 2, February 2010, https://sites.google.com/site/journalofcomputing/",none,cs.CV,Summary17187,1104.0579v1,2011-04-04T14:14:47Z,Image Retrieval Method Using Top-surf Descriptor,Ye Ji,http://arxiv.org/pdf/1104.0579v1,No journal ref found,none,cs.CV,Summary17188,1104.0582v1,2011-04-04T14:18:51Z,Visual Concept Detection and Real Time Object Detection,Ran Tao,http://arxiv.org/pdf/1104.0582v1,No journal ref found,none,cs.CV,Summary17189,1104.1237v1,2011-04-07T03:17:08Z,A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering,"Soumen Bag, Soumen Barik, Prithwiraj Sen, Gautam Sanyal",http://arxiv.org/pdf/1104.1237v1,No journal ref found,none,cs.CV,Summary17190,1104.1472v1,2011-04-08T03:15:43Z,Gaussian Affine Feature Detector,"Xiaopeng Xu, Xiaochun Zhang",http://arxiv.org/pdf/1104.1472v1,No journal ref found,none,cs.CV,Summary17191,1104.1485v1,2011-04-08T05:18:15Z,Fuzzy Rules and Evidence Theory for Satellite Image Analysis,"Arijit Laha, J. Das",http://arxiv.org/pdf/1104.1485v1,No journal ref found,none,cs.CV,Summary17192,1104.1556v3,2011-04-08T12:03:16Z,Benchmarking the Quality of Diffusion-Weighted Images,"Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn",http://arxiv.org/pdf/1104.1556v3,No journal ref found,none,cs.CV,Summary17193,1104.1945v1,2011-04-11T13:37:08Z,Off-Line Handwritten Signature Retrieval using Curvelet Transforms,"M. S. Shirdhonkar, Manesh B. Kokare",http://arxiv.org/pdf/1104.1945v1,No journal ref found,none,cs.CV,Summary17194,1104.2059v1,2011-04-11T20:32:54Z,Template-based matching using weight maps,Kwie Min Wong,http://arxiv.org/pdf/1104.2059v1,No journal ref found,none,cs.CV,Summary17195,1104.2069v1,2011-04-11T21:17:28Z,GEOMIR2K9 - A Similar Scene Finder,Alwin de Rooij,http://arxiv.org/pdf/1104.2069v1,No journal ref found,none,cs.CV,Summary17196,1104.2171v1,2011-04-12T11:20:06Z,From a Modified Ambrosio-Tortorelli to a Randomized Part Hierarchy Tree,"Sibel Tari, Murat Genctav",http://arxiv.org/pdf/1104.2171v1,No journal ref found,none,cs.CV,Summary17197,1104.2175v1,2011-04-12T11:33:20Z,Extracting Parts of 2D Shapes Using Local and Global Interactions Simultaneously,Sibel Tari,http://arxiv.org/pdf/1104.2175v1,"Handbook of Pattern Recognition and Computer Vision, 4th edition, C. Chen (ed), Dec 2009",none,cs.CV,Summary17198,1104.2745v1,2011-04-14T12:52:40Z,An Axis-Based Representation for Recognition,"Cagri Aslan, Sibel Tari",http://arxiv.org/pdf/1104.2745v1,ICCV(2005) 1339-1346,none,cs.CV,Summary17199,1104.2751v1,2011-04-14T13:02:43Z,Disconnected Skeleton: Shape at its Absolute Scale,"C. Aslan, A. Erdem, E. Erdem, S. Tari",http://arxiv.org/pdf/1104.2751v1,"T-PAMI vol. 30 no. 12, pp. 2188-2203, 2008",none,cs.CV,Summary17200,1104.3742v1,2011-04-19T13:36:15Z,Hue Histograms to Spatiotemporal Local Features for Action Recognition,"Fillipe Souza, Eduardo Valle, Guillermo Chávez, Arnaldo Araújo",http://arxiv.org/pdf/1104.3742v1,No journal ref found,none,cs.CV,Summary17201,1104.4168v1,2011-04-21T04:48:41Z,A Meshless Method for Variational Nonrigid 2-D Shape Registration,"Wei Liu, Eraldo Ribeiro",http://arxiv.org/pdf/1104.4168v1,No journal ref found,none,cs.CV,Summary17202,1104.4298v2,2011-04-21T15:52:39Z,Curved Gabor Filters for Fingerprint Image Enhancement,Carsten Gottschlich,http://arxiv.org/pdf/1104.4298v2,"IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 2220-2227, Apr. 2012",none,cs.CV,Summary17203,1104.4704v2,2011-04-25T10:38:03Z,Positive Semidefinite Metric Learning Using Boosting-like Algorithms,"Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel",http://arxiv.org/pdf/1104.4704v2,No journal ref found,none,cs.CV,Summary17204,1104.4989v6,2011-04-26T18:38:01Z,Preprocessing: A Step in Automating Early Detection of Cervical Cancer,"Abhishek Das, Avijit Kar, Debasis Bhattacharyya",http://arxiv.org/pdf/1104.4989v6,No journal ref found,none,cs.CV,Summary17205,1104.5304v1,2011-04-28T06:12:45Z,A supervised clustering approach for fMRI-based inference of brain states,"Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion",http://arxiv.org/pdf/1104.5304v1,Pattern Recognition (2011),none,cs.CV,Summary17206,1111.0885v1,2011-11-03T15:46:47Z,Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing,"Roozbeh Rajabi, Mahdi Khodadadzadeh, Hassan Ghassemian",http://arxiv.org/pdf/1111.0885v1,No journal ref found,none,cs.CV,Summary17207,1111.1014v1,2011-11-03T23:50:36Z,Sparsity and Robustness in Face Recognition,"John Wright, Arvind Ganesh, Allen Yang, Zihan Zhou, Yi Ma",http://arxiv.org/pdf/1111.1014v1,No journal ref found,none,cs.CV,Summary17208,1111.1090v1,2011-11-04T10:36:43Z,"A robust, low-cost approach to Face Detection and Face Recognition","Divya Jyoti, Aman Chadha, Pallavi Vaidya, M. Mani Roja",http://arxiv.org/pdf/1111.1090v1,"CiiT International Journal of Digital Image Processing, Vol. 15, No. 10, October 2011, ISSN 0974 - 9691 (Print) & ISSN 0974 - 9586 (Online)",none,cs.CV,Summary17209,1111.1311v1,2011-11-05T14:09:05Z,Covariant fractional extension of the modified Laplace-operator used in 3D-shape recovery,Richard Herrmann,http://arxiv.org/pdf/1111.1311v1,"Fract. Calc. Appl. Anal. (2012) Vol. 15 Num. 2, 332--343",none,cs.CV,Summary17210,1111.1461v1,2011-11-07T00:28:37Z,Multimodal diff-hash,Michael M. Bronstein,http://arxiv.org/pdf/1111.1461v1,No journal ref found,none,cs.CV,Summary17211,1111.1562v1,2011-11-07T12:35:29Z,Iris Recognition Based on LBP and Combined LVQ Classifier,"M. Y. Shams, M. Z. Rashad, O. Nomir, R. M. El-Awady",http://arxiv.org/pdf/1111.1562v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 3, No 5, Oct 2011",none,cs.CV,Summary17212,1111.1599v1,2011-11-07T14:46:16Z,Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot,"Colin S. Lea, Jason J. Corso",http://arxiv.org/pdf/1111.1599v1,No journal ref found,none,cs.CV,Summary17213,1111.1752v1,2011-11-07T21:24:36Z,New Method for 3D Shape Retrieval,"Abdelghni Lakehal, Omar El Beqqali",http://arxiv.org/pdf/1111.1752v1,No journal ref found,none,cs.CV,Summary17214,1111.1947v1,2011-11-08T16:04:58Z,Discriminative Local Sparse Representations for Robust Face Recognition,"Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran",http://arxiv.org/pdf/1111.1947v1,No journal ref found,none,cs.CV,Summary17215,1111.2391v1,2011-11-10T04:28:08Z,A Novel Approach to Texture classification using statistical feature,"B. Vijayalakshmi, V. Subbiah Bharathi",http://arxiv.org/pdf/1111.2391v1,No journal ref found,none,cs.CV,Summary17216,1111.3818v1,2011-11-16T14:37:07Z,Good Pairs of Adjacency Relations in Arbitrary Dimensions,Martin Hünniger,http://arxiv.org/pdf/1111.3818v1,No journal ref found,none,cs.CV,Summary17217,1111.4052v1,2011-11-17T10:43:08Z,"A Facial Expression Classification System Integrating Canny, Principal Component Analysis and Artificial Neural Network","Le Hoang Thai, Nguyen Do Thai Nguyen, Tran Son Hai",http://arxiv.org/pdf/1111.4052v1,"International Journal of Machine Learning and Computing, Vol. 1, No. 4, 2011, 388-393",none,cs.CV,Summary17218,1111.4290v1,2011-11-18T06:34:07Z,A Single Euler Number Feature for Multi-font Multi-size Kannada Numeral Recognition,"B. V. Dhandra, R. G. Benne, Mallikarjun Hangarge",http://arxiv.org/pdf/1111.4290v1,No journal ref found,none,cs.CV,Summary17219,1111.4291v1,2011-11-18T06:59:35Z,Multi-font Multi-size Kannada Numeral Recognition Based on Structural Features,"B. V. Dhandra, R. G. Benne, Mallikarjun Hangarge",http://arxiv.org/pdf/1111.4291v1,No journal ref found,none,cs.CV,Summary17220,1111.4619v1,2011-11-20T08:58:45Z,Redundant Wavelets on Graphs and High Dimensional Data Clouds,"Idan Ram, Michael Elad, Israel Cohen",http://arxiv.org/pdf/1111.4619v1,No journal ref found,none,cs.CV,Summary17221,1111.4654v1,2011-11-20T17:41:01Z,A self-portrait of young Leonardo,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1111.4654v1,No journal ref found,none,cs.CV,Summary17222,1111.4676v1,2011-11-20T20:55:07Z,Facial Asymmetry and Emotional Expression,Andrew Pickin,http://arxiv.org/pdf/1111.4676v1,No journal ref found,none,cs.CV,Summary17223,1111.5108v1,2011-11-22T05:55:25Z,A Theory for Optical flow-based Transport on Image Manifolds,"Sriram Nagaraj, Aswin C. Sankaranarayanan, Richard G. Baraniuk",http://arxiv.org/pdf/1111.5108v1,No journal ref found,none,cs.CV,Summary17224,1111.6030v2,2011-11-25T15:46:37Z,An image processing of a Raphaels portrait of Leonardo,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1111.6030v2,No journal ref found,none,cs.CV,Summary17225,1111.7271v1,2011-11-30T18:58:53Z,Invariant texture analysis through Local Binary Patterns,"Rodrigo Nava, Gabriel Cristóbal, Boris Escalante-Ramírez",http://arxiv.org/pdf/1111.7271v1,No journal ref found,none,cs.CV,Summary17226,1109.0090v1,2011-09-01T04:47:08Z,An Efficient Codebook Initialization Approach for LBG Algorithm,"Arup Kumar Pal, Anup Sar",http://arxiv.org/pdf/1109.0090v1,No journal ref found,none,cs.CV,Summary17227,1109.0138v1,2011-09-01T09:51:42Z,Automatic Application Level Set Approach in Detection Calcifications in Mammographic Image,"Atef Boujelben, Hedi Tmar, Jameleddine Mnif, Mohamed Abid",http://arxiv.org/pdf/1109.0138v1,No journal ref found,none,cs.CV,Summary17228,1109.0882v2,2011-09-05T13:08:24Z,Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation,"Xiaowei Zhou, Can Yang, Weichuan Yu",http://arxiv.org/pdf/1109.0882v2,No journal ref found,none,cs.CV,Summary17229,1109.1057v1,2011-09-06T04:26:44Z,Toward Designing Intelligent PDEs for Computer Vision: An Optimal Control Approach,"Risheng Liu, Zhouchen Lin, Wei Zhang, Kewei Tang, Zhixun Su",http://arxiv.org/pdf/1109.1057v1,No journal ref found,none,cs.CV,Summary17230,1109.1067v1,2011-09-06T05:31:26Z,Automatic Diagnosis of Abnormal Tumor Region from Brain Computed Tomography Images Using Wavelet Based Statistical Texture Features,"A. Padma, Dr. R. Sukanesh",http://arxiv.org/pdf/1109.1067v1,No journal ref found,none,cs.CV,Summary17231,1109.1068v1,2011-09-06T05:34:28Z,An Automatic Clustering Technique for Optimal Clusters,"K. Karteeka Pavan, Allam Appa Rao, A. V. Dattatreya Rao",http://arxiv.org/pdf/1109.1068v1,"International journal of Computer Sciene Engineering and Applications, Vol., No.4, 2011, pp 133-144",none,cs.CV,Summary17232,1109.1247v1,2011-09-06T17:56:58Z,Devnagari document segmentation using histogram approach,"Vikas J Dongre, Vijay H Mankar",http://arxiv.org/pdf/1109.1247v1,"International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.1, No.3, 2011, 46-53",none,cs.CV,Summary17233,1109.1480v1,2011-09-07T14:53:51Z,Curvature Prior for MRF-based Segmentation and Shape Inpainting,"Alexander Shekhovtsov, Pushmeet Kohli, Carsten Rother",http://arxiv.org/pdf/1109.1480v1,No journal ref found,none,cs.CV,Summary17234,1109.1865v1,2011-09-09T00:33:10Z,"Progressive versus Random Projections for Compressive Capture of Images, Lightfields and Higher Dimensional Visual Signals","Rohit Pandharkar, Ashok Veeraraghavan, Ramesh Raskar",http://arxiv.org/pdf/1109.1865v1,No journal ref found,none,cs.CV,Summary17235,1109.2449v4,2011-09-12T12:57:25Z,Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes,"Jan Funke, Björn Andres, Fred Hamprecht, Albert Cardona, Matthew Cook",http://arxiv.org/pdf/1109.2449v4,No journal ref found,none,cs.CV,Summary17236,1109.3126v1,2011-09-14T16:24:26Z,A Non-Iterative Solution to the Four-Point Three-Views Pose Problem in Case of Collinear Cameras,Evgeniy Martyushev,http://arxiv.org/pdf/1109.3126v1,No journal ref found,none,cs.CV,Summary17237,1109.3637v1,2011-09-16T14:56:25Z,Connectivity-Enforcing Hough Transform for the Robust Extraction of Line Segments,"Rui F. C. Guerreiro, Pedro M. Q. Aguiar",http://arxiv.org/pdf/1109.3637v1,No journal ref found,none,cs.CV,Summary17238,1109.3767v1,2011-09-17T10:09:02Z,Generalised Object Detection and Semantic Analysis: Casino Example using Matlab,Othman Ahmad,http://arxiv.org/pdf/1109.3767v1,No journal ref found,none,cs.CV,Summary17239,1109.3850v1,2011-09-18T07:48:36Z,On the digital homology groups of digital images,Dae-Woong Lee,http://arxiv.org/pdf/1109.3850v1,No journal ref found,none,cs.CV,Summary17240,1109.4683v1,2011-09-22T00:55:32Z,Detachable Object Detection: Segmentation and Depth Ordering From Short-Baseline Video,"Alper Ayvaci, Stefano Soatto",http://arxiv.org/pdf/1109.4683v1,No journal ref found,none,cs.CV,Summary17241,1109.4744v1,2011-09-22T09:26:23Z,Probabilistic prototype models for attributed graphs,"S. Deepak Srinivasan, Klaus Obermayer",http://arxiv.org/pdf/1109.4744v1,No journal ref found,none,cs.CV,Summary17242,1109.4909v1,2011-09-22T18:41:00Z,Sparse Online Low-Rank Projection and Outlier Rejection (SOLO) for 3-D Rigid-Body Motion Registration,"Chris Slaughter, Allen Y. Yang, Justin Bagwell, Costa Checkles, Luis Sentis, Sriram Vishwanath",http://arxiv.org/pdf/1109.4909v1,No journal ref found,none,cs.CV,Summary17243,1109.5114v3,2011-09-23T15:43:21Z,"Improvements on ""Fast space-variant elliptical filtering using box splines""","Kunal N. Chaudhury, Sebanti Sanyal",http://arxiv.org/pdf/1109.5114v3,"IEEE Transactions on Image Processing, vol. 21(9), pp. 3915 - 3923, 2012",none,cs.CV,Summary17244,1109.5453v4,2011-09-26T06:23:09Z,Posterior Mean Super-resolution with a Causal Gaussian Markov Random Field Prior,"Takayuki Katsuki, Akira Torii, Masato Inoue",http://arxiv.org/pdf/1109.5453v4,No journal ref found,none,cs.CV,Summary17245,1109.6442v2,2011-09-29T08:59:29Z,ABHIVYAKTI: A Vision Based Intelligent System for Elder and Sick Persons,"Ankit Chaudhary, Jagdish L. Raheja",http://arxiv.org/pdf/1109.6442v2,No journal ref found,none,cs.CV,Summary17246,1109.6840v1,2011-09-30T14:48:51Z,A Novel comprehensive method for real time Video Motion Detection Surveillance,Sumita Mishra,http://arxiv.org/pdf/1109.6840v1,No journal ref found,none,cs.CV,Summary17247,1204.0767v2,2012-04-03T19:02:54Z,Efficient Fruit Defect Detection and Glare removal Algorithm by anisotropic diffusion and 2D Gabor filter,"Vini Katyal, Deepesh Srivastava",http://arxiv.org/pdf/1204.0767v2,"International Journal of Engineering Science & Advanced Technology (IJESAT), Volume-2, Issue-2, 352 - 357 Mar-Apr 2012",none,cs.CV,Summary17248,1204.1177v1,2012-04-05T10:48:09Z,Principal Component Analysis-Linear Discriminant Analysis Feature Extractor for Pattern Recognition,"Aamir Khan, Hasan Farooq",http://arxiv.org/pdf/1204.1177v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 2, November 2011",none,cs.CV,Summary17249,1204.1198v1,2012-04-05T12:28:11Z,A Complete Workflow for Development of Bangla OCR,"Farjana Yeasmin Omee, Shiam Shabbir Himel, Md. Abu Naser Bikas",http://arxiv.org/pdf/1204.1198v1,"International Journal of Computer Applications, Volume 21, No.9, May 2011",none,cs.CV,Summary17250,1204.1393v1,2012-04-06T01:40:21Z,Continuous Markov Random Fields for Robust Stereo Estimation,"Koichiro Yamaguchi, Tamir Hazan, David McAllester, Raquel Urtasun",http://arxiv.org/pdf/1204.1393v1,No journal ref found,none,cs.CV,Summary17251,1204.1611v1,2012-04-07T08:17:40Z,Vision-based Human Gender Recognition: A Survey,"Choon Boon Ng, Yong Haur Tay, Bok Min Goi",http://arxiv.org/pdf/1204.1611v1,No journal ref found,none,cs.CV,Summary17252,1204.1629v1,2012-04-07T13:04:24Z,Image segmentation by adaptive distance based on EM algorithm,"Mohamed Ali Mahjoub, karim kalti",http://arxiv.org/pdf/1204.1629v1,"International Journal of Advanced Computer Science and Applications, Special Issue on Image Processing and Analysis, May 2011",none,cs.CV,Summary17253,1204.1634v1,2012-04-07T13:46:24Z,Automatic liver segmentation method in CT images,"Oussema zayane, besma jouini, Mohamed Ali Mahjoub",http://arxiv.org/pdf/1204.1634v1,"Canadian Journal on Image Processing & Computer Vision Vol. 2, No. 8, 1923-1717 December 2011",none,cs.CV,Summary17254,1204.1678v1,2012-04-07T20:45:06Z,A New Approach for Arabic Handwritten Postal Addresses Recognition,"Moncef Charfi, Monji Kherallah, Abdelkarim El Baati, Adel M. Alimi",http://arxiv.org/pdf/1204.1678v1,No journal ref found,none,cs.CV,Summary17255,1204.1704v1,2012-04-08T03:44:13Z,Multi-Level Coding Efficiency with Improved Quality for Image Compression based on AMBTC,"K. Somasundaram, S. Vimala",http://arxiv.org/pdf/1204.1704v1,"International Journal of Information Sciences and Techniques (IJIST) Vol.2, No.2, March 2012",none,cs.CV,Summary17256,1204.2062v1,2012-04-10T07:10:06Z,SVD-EBP Algorithm for Iris Pattern Recognition,"Babasaheb G. Patil, Shaila Subbaraman",http://arxiv.org/pdf/1204.2062v1,No journal ref found,none,cs.CV,Summary17257,1204.2073v1,2012-04-10T07:57:53Z,Automatic facial feature extraction and expression recognition based on neural network,"S. P. Khandait, R. C. Thool, P. D. Khandait",http://arxiv.org/pdf/1204.2073v1,No journal ref found,none,cs.CV,Summary17258,1204.2114v1,2012-04-10T11:59:10Z,Image-based Vehicle Classification System,"Jun Yee Ng, Yong Haur Tay",http://arxiv.org/pdf/1204.2114v1,No journal ref found,none,cs.CV,Summary17259,1204.2134v1,2012-04-10T13:08:34Z,The steepest watershed: from graphs to images,Fernand Meyer,http://arxiv.org/pdf/1204.2134v1,No journal ref found,none,cs.CV,Summary17260,1204.2294v1,2012-04-10T22:05:34Z,Ubiquitous WLAN/Camera Positioning using Inverse Intensity Chromaticity Space-based Feature Detection and Matching: A Preliminary Result,"Wan Mohd Yaakob Wan Bejuri, Mohd Murtadha Mohamad, Maimunah Sapri, Mohd Adly Rosly",http://arxiv.org/pdf/1204.2294v1,No journal ref found,none,cs.CV,Summary17261,1204.2336v1,2012-04-11T04:45:51Z,Feature Extraction Methods for Color Image Similarity,"R. Venkata Ramana Chary, D. Rajya Lakshmi, K. V. N. Sunitha",http://arxiv.org/pdf/1204.2336v1,No journal ref found,none,cs.CV,Summary17262,1204.2358v2,2012-04-11T07:13:20Z,Collaborative Representation based Classification for Face Recognition,"Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, David Zhang",http://arxiv.org/pdf/1204.2358v2,No journal ref found,none,cs.CV,Summary17263,1204.2912v1,2012-04-13T08:16:41Z,Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning,"Xi Li, Chunhua Shen, Qinfeng Shi, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1204.2912v1,No journal ref found,none,cs.CV,Summary17264,1204.4257v1,2012-04-19T06:10:02Z,Speech Recognition: Increasing Efficiency of Support Vector Machines,"Aamir Khan, Muhammad Farhan, Asar Ali",http://arxiv.org/pdf/1204.4257v1,"International Journal of Computer Applications 35(7):17-21, December 2011",none,cs.CV,Summary17265,1204.5416v1,2012-04-24T15:45:37Z,A New Approach of Improving CFA Image for Digital Cameras,"Manoj Kumar, Vikas Kaushik, Pradeep Singla",http://arxiv.org/pdf/1204.5416v1,"Proceedings of ETEIC-2012:pp 256-259, April-2012",none,cs.CV,Summary17266,1204.5431v2,2012-04-24T17:08:04Z,Robust Head Pose Estimation Using Contourlet Transform,"Mohammad Tofighi, Hashem Kalbkhani, Mahrokh G. Shayesteh, Mehdi Ghasemzadeh",http://arxiv.org/pdf/1204.5431v2,No journal ref found,none,cs.CV,Summary17267,1204.6326v2,2012-04-27T20:26:34Z,Background subtraction based on Local Shape,"Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier",http://arxiv.org/pdf/1204.6326v2,No journal ref found,none,cs.CV,Summary17268,1204.6458v1,2012-04-29T07:17:28Z,Active Contour with A Tangential Component,"Junyan Wang, Kap Luk Chan",http://arxiv.org/pdf/1204.6458v1,No journal ref found,none,cs.CV,Summary17269,1204.6563v2,2012-04-30T07:04:08Z,Parametric annealing: a stochastic search method for human pose tracking,"Prabhu Kaliamoorthi, Ramakrishna Kakarala",http://arxiv.org/pdf/1204.6563v2,No journal ref found,none,cs.CV,Summary17270,1204.6653v1,2012-04-30T14:47:45Z,Elimination of Glass Artifacts and Object Segmentation,"Vini Katyal, Aviral, Deepesh Srivastava",http://arxiv.org/pdf/1204.6653v1,No journal ref found,none,cs.CV,Summary17271,1209.1181v1,2012-09-06T05:12:53Z,FCM Based Blood Vessel Segmentation Method for Retinal Images,"Nilanjan Dey, Anamitra Bardhan Roy, Moumita Pal, Achintya Das",http://arxiv.org/pdf/1209.1181v1,"International Journal of Computer Science and Network (IJCSN),Volume 1, Issue 3, June 2012,ISSN 2277-5420",none,cs.CV,Summary17272,1209.1224v1,2012-09-06T08:37:44Z,Wavelet Based Normal and Abnormal Heart Sound Identification using Spectrogram Analysis,"Nilanjan Dey, Achintya Das, Sheli Sinha Chaudhuri",http://arxiv.org/pdf/1209.1224v1,"International Journal of Computer Science & Engineering Technology (IJCSET), Vol. 3 No. 6 June 2012, ISSN : 2229-3345",none,cs.CV,Summary17273,1209.1558v1,2012-09-07T14:52:02Z,A Comparative Study between Moravec and Harris Corner Detection of Noisy Images Using Adaptive Wavelet Thresholding Technique,"Nilanjan Dey, Pradipti Nandi, Nilanjana Barman, Debolina Das, Subhabrata Chakraborty",http://arxiv.org/pdf/1209.1558v1,"International Journal of Engineering Research and Applications (IJERA) Vol. 2, Issue 1, Jan-Feb 2012, pp.599-606",none,cs.CV,Summary17274,1209.1563v1,2012-09-07T15:05:57Z,Wavelet Based QRS Complex Detection of ECG Signal,"Sayantan Mukhopadhyay, Shouvik Biswas, Anamitra Bardhan Roy, Nilanjan Dey",http://arxiv.org/pdf/1209.1563v1,"Journal of Engineering Research and Applications (IJERA) Vol. 2, Issue 3, 2012, pp.2361-2365",none,cs.CV,Summary17275,1209.1759v1,2012-09-08T22:43:28Z,Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds,"Yani Ioannou, Babak Taati, Robin Harrap, Michael Greenspan",http://arxiv.org/pdf/1209.1759v1,"Proceedings of the 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission (3DIMPVT)",none,cs.CV,Summary17276,1209.1788v1,2012-09-09T10:30:08Z,On the Use of Lees Protocol for Speckle-Reducing Techniques,"Elsa E. Moschetti, M. Gabriela Palacio, Mery Picco, Oscar H. Bustos, Alejandro C. Frery",http://arxiv.org/pdf/1209.1788v1,"Latin American Applied Research, volume 36, number 2, pages 115-121, 2006",none,cs.CV,Summary17277,1209.2082v3,2012-09-10T18:19:36Z,Blind Image Deblurring by Spectral Properties of Convolution Operators,"Guangcan Liu, Shiyu Chang, Yi Ma",http://arxiv.org/pdf/1209.2082v3,No journal ref found,none,cs.CV,Summary17278,1209.2515v1,2012-09-12T08:08:50Z,Wavelet Based Image Coding Schemes : A Recent Survey,"V. J. Rehna, M. K. Jeya Kumar",http://arxiv.org/pdf/1209.2515v1,"International Journal on Soft Computing (IJSC) Vol.3, No.3, August 2012, 101-118",none,cs.CV,Summary17279,1209.2816v1,2012-09-13T08:40:17Z,Hirarchical Digital Image Inpainting Using Wavelets,"S. Padmavathi, B. Priyalakshmi. Dr. K. P. Soman",http://arxiv.org/pdf/1209.2816v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.3, No.4, August 2012",none,cs.CV,Summary17280,1209.2903v1,2012-09-13T14:15:16Z,A Novel Approach of Harris Corner Detection of Noisy Images using Adaptive Wavelet Thresholding Technique,"Nilanjan Dey, Pradipti Nandi, Nilanjana Barman",http://arxiv.org/pdf/1209.2903v1,"International Journal of Computer Science & Technology(IJCST) Vol. 2, ISSUE 4, OCT. - DEC. 2011",none,cs.CV,Summary17281,1209.3113v1,2012-09-14T07:52:09Z,Detection and Classification of Viewer Age Range Smart Signs at TV Broadcast,"Baran Tander, Atilla Özmen, Murat Başkan",http://arxiv.org/pdf/1209.3113v1,No journal ref found,none,cs.CV,Summary17282,1209.4317v1,2012-09-19T18:02:41Z,Image Super-Resolution via Sparse Bayesian Modeling of Natural Images,"Haichao Zhang, David Wipf, Yanning Zhang",http://arxiv.org/pdf/1209.4317v1,No journal ref found,none,cs.CV,Summary17283,1209.4419v1,2012-09-20T04:15:39Z,Head Frontal-View Identification Using Extended LLE,Chao Wang,http://arxiv.org/pdf/1209.4419v1,No journal ref found,none,cs.CV,Summary17284,1209.4420v1,2012-09-20T04:20:40Z,An Efficient Color Face Verification Based on 2-Directional 2-Dimensional Feature Extraction,Lan-Ting LI,http://arxiv.org/pdf/1209.4420v1,No journal ref found,none,cs.CV,Summary17285,1209.5039v1,2012-09-23T07:52:01Z,Creation of Digital Test Form for Prepress Department,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1209.5039v1,"(IJCSIS) International Journal of Computer Science and Information Security, Vol. 10, No. 9, September 2012 (IJCSIS) International Journal of Computer Science and Information Security, Vol. 10, No. 9, September 2012",none,cs.CV,Summary17286,1209.5040v1,2012-09-23T08:11:27Z,Image Classification and Optimized Image Reproduction,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1209.5040v1,"International Journal of Computer Science Issues,volume 9,Issue 5 ,Septmeber 2012",none,cs.CV,Summary17287,1209.5041v1,2012-09-23T09:15:20Z,An Implementation of Computer Graphics as Prepress Image Enhancement Process,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1209.5041v1,No journal ref found,none,cs.CV,Summary17288,1209.5417v1,2012-09-24T20:47:27Z,Model based neuro-fuzzy ASR on Texas processor,"Hesam Ekhtiyar, Mehdi Sheida, Somaye Sobati Moghadam",http://arxiv.org/pdf/1209.5417v1,No journal ref found,none,cs.CV,Summary17289,1209.5494v1,2012-09-25T04:58:55Z,Segmentation of Breast Regions in Mammogram Based on Density: A Review,"Nafiza Saidin, Harsa Amylia Mat Sakim, Umi Kalthum Ngah, Ibrahim Lutfi Shuaib",http://arxiv.org/pdf/1209.5494v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 2, July 2012",none,cs.CV,Summary17290,1209.5756v1,2012-09-25T20:11:23Z,Environmental Sounds Spectrogram Classification using Log-Gabor Filters and Multiclass Support Vector Machines,"Sameh Souli, Zied Lachiri",http://arxiv.org/pdf/1209.5756v1,No journal ref found,none,cs.CV,Summary17291,1209.6037v1,2012-09-26T19:25:56Z,Reproduction of Images by Gamut Mapping and Creation of New Test Charts in Prepress Process,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1209.6037v1,No journal ref found,none,cs.CV,Summary17292,1209.6151v1,2012-09-27T07:58:10Z,Face Alignment Using Active Shape Model And Support Vector Machine,"Thai Hoang Le, Truong Nhat Vo",http://arxiv.org/pdf/1209.6151v1,"International Journal of Biometrics and Bioinformatics, 2011, Volume (4): Issue (6), pp. 224-234",none,cs.CV,Summary17293,1209.6189v1,2012-09-27T11:24:28Z,The Biometric Menagerie - A Fuzzy and Inconsistent Concept,"Nicolaie Popescu-Bodorin, Valentina E. Balas, Iulia M. Motoc",http://arxiv.org/pdf/1209.6189v1,No journal ref found,none,cs.CV,Summary17294,1209.6190v1,2012-09-27T11:31:25Z,Noise Influence on the Fuzzy-Linguistic Partitioning of Iris Code Space,"Iulia M. Motoc, Cristina M. Noaica, Robert Badea, Claudiu G. Ghica",http://arxiv.org/pdf/1209.6190v1,No journal ref found,none,cs.CV,Summary17295,1211.0055v1,2012-10-31T23:30:59Z,Dimensionality Reduction and Classification Feature Using Mutual Information Applied to Hyperspectral Images: A Wrapper Strategy Algorithm Based on Minimizing the Error Probability Using the Inequality of Fano,"Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine",http://arxiv.org/pdf/1211.0055v1,"Applied Mathematical Sciences, Vol. 6, 2012, no. 102, 5073 - 5084",none,cs.CV,Summary17296,1211.0191v1,2012-10-25T23:21:46Z,Performance Evaluation of Random Set Based Pedestrian Tracking Algorithms,"Branko Ristic, Jamie Sherrah, Ángel F. García-Fernández",http://arxiv.org/pdf/1211.0191v1,No journal ref found,none,cs.CV,Summary17297,1211.0602v1,2012-11-03T06:55:03Z,Segmentation of ultrasound images of thyroid nodule for assisting fine needle aspiration cytology,"Jie Zhao, Wei Zheng, Li Zhang, Hua Tian",http://arxiv.org/pdf/1211.0602v1,No journal ref found,none,cs.CV,Summary17298,1211.0613v2,2012-11-03T14:01:29Z,Application of Symmetric Uncertainty and Mutual Information to Dimensionality Reduction and Classification of Hyperspectral Images,"ELkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine",http://arxiv.org/pdf/1211.0613v2,International Journal of Engineering and Technology (IJET) VOL:4({\deg}5).P. 268--276. 2012,none,cs.CV,Summary17299,1211.1252v1,2012-10-16T09:46:12Z,Implementation of Radon Transformation for Electrical Impedance Tomography (EIT),"Md. Ali Hossain, Ahsan-Ul-Ambia, Md. Aktaruzzaman, Md. Ahaduzzaman Khan",http://arxiv.org/pdf/1211.1252v1,"International Journal of Information Sciences and Techniques (IJIST) Vol.2, No.5, September 2012",none,cs.CV,Summary17300,1211.1482v4,2012-11-07T08:19:04Z,Gender Recognition in Walk Gait through 3D Motion by Quadratic Bezier Curve and Statistical Techniques,Sajid Ali,http://arxiv.org/pdf/1211.1482v4,No journal ref found,none,cs.CV,Summary17301,1211.1650v1,2012-11-07T19:52:50Z,Different Operating Systems Compatible for Image Prepress Process in Color Management: Analysis and Performance Testing,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1211.1650v1,"International Journal of Electrical, Electronics and Computer Systems, Volume 11, Issue1, November2012",none,cs.CV,Summary17302,1211.1656v1,2012-11-07T20:10:24Z,James-Stein Type Center Pixel Weights for Non-Local Means Image Denoising,"Yue Wu, Brian Tracey, Joseph P. Noonan",http://arxiv.org/pdf/1211.1656v1,No journal ref found,none,cs.CV,Summary17303,1211.1752v1,2012-11-08T03:11:53Z,3D Scene Grammar for Parsing RGB-D Pointclouds,"Abhishek Anand, Sherwin Li",http://arxiv.org/pdf/1211.1752v1,No journal ref found,none,cs.CV,Summary17304,1211.1800v1,2012-11-08T09:24:21Z,A Comparative study of Arabic handwritten characters invariant feature,"Hamdi Hassen, Maher khemakhem",http://arxiv.org/pdf/1211.1800v1,"(IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 2, No. 12, 2011",none,cs.CV,Summary17305,1211.1968v2,2012-11-08T20:59:49Z,Fourier-Bessel rotational invariant eigenimages,"Zhizhen Zhao, Amit Singer",http://arxiv.org/pdf/1211.1968v2,"JOSA A, Vol. 30, Issue 5, pp. 871-877 (2013)",none,cs.CV,Summary17306,1211.2007v1,2012-11-08T22:23:54Z,Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition,"Ridha Ejbali, Mourad Zaied, Chokri Ben Amar",http://arxiv.org/pdf/1211.2007v1,"(IJACSA) International Journal of Advanced Computer Science and Applications,Vol. 3, No.4, 2012, 38-44",none,cs.CV,Summary17307,1211.2037v1,2012-11-09T03:59:48Z,Time Complexity Analysis of Binary Space Partitioning Scheme for Image Compression,"Rehna V. J., M. K. Jeyakumar",http://arxiv.org/pdf/1211.2037v1,"Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 2, Issue 3, 2012, 109-113",none,cs.CV,Summary17308,1211.2082v1,2012-11-09T09:17:26Z,3D Surface Reconstruction of Underwater Objects,"C. J. Prabhakar, P. U. Praveen Kumar",http://arxiv.org/pdf/1211.2082v1,No journal ref found,none,cs.CV,Summary17309,1211.2116v1,2012-11-09T12:59:11Z,Localisation of Numerical Date Field in an Indian Handwritten Document,"S Arunkumar, Pallab Kumar Sahu, Sudeep Gorai, Kalyan Ghosh",http://arxiv.org/pdf/1211.2116v1,No journal ref found,none,cs.CV,Summary17310,1211.2150v1,2012-11-09T14:57:53Z,NF-SAVO: Neuro-Fuzzy system for Arabic Video OCR,"Mohamed Ben Halima, Hichem karray, Adel. M. Alimi, Ana Fernández Vila",http://arxiv.org/pdf/1211.2150v1,"International Journal of Advanced Computer Science and Applications, Vol. 3, No. 10, 2012, 128-136",none,cs.CV,Summary17311,1211.2500v1,2012-11-12T02:56:08Z,A New Algorithm Based Entropic Threshold for Edge Detection in Images,Mohamed A. El-Sayed,http://arxiv.org/pdf/1211.2500v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 5, No 1, 2011, 71-78",none,cs.CV,Summary17312,1211.2502v1,2012-11-12T03:06:18Z,New Edge Detection Technique based on the Shannon Entropy in Gray Level Images,"Mohamed A. El-Sayed, Tarek Abd-El Hafeez",http://arxiv.org/pdf/1211.2502v1,"International Journal on Computer Science and Engineering (IJCSE), Vol. 3 No. 6, 2011, 2224-2232",none,cs.CV,Summary17313,1211.2863v1,2012-11-13T01:05:42Z,Multi-Sensor Fusion via Reduction of Dimensionality,Alon Schclar,http://arxiv.org/pdf/1211.2863v1,No journal ref found,none,cs.CV,Summary17314,1211.3901v1,2012-11-16T14:29:31Z,Visual Recognition of Isolated Swedish Sign Language Signs,"Saad Akram, Jonas Beskow, Hedvig Kjellstrom",http://arxiv.org/pdf/1211.3901v1,No journal ref found,none,cs.CV,Summary17315,1211.4264v1,2012-11-18T22:36:43Z,Non-Local Patch Regression: Robust Image Denoising in Patch Space,"Kunal N. Chaudhury, Amit Singer",http://arxiv.org/pdf/1211.4264v1,"IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013",none,cs.CV,Summary17316,1211.4307v1,2012-11-19T05:44:24Z,Efficient Superimposition Recovering Algorithm,"Han Li, Kun Gai, Pinghua Gong, Changshui Zhang",http://arxiv.org/pdf/1211.4307v1,No journal ref found,none,cs.CV,Summary17317,1211.4499v1,2012-11-19T17:09:56Z,Rate-Distortion Analysis of Multiview Coding in a DIBR Framework,"Boshra Rajaei, Thomas Maugey, Hamid-Reza Pourreza, Pascal Frossard",http://arxiv.org/pdf/1211.4499v1,No journal ref found,none,cs.CV,Summary17318,1211.4771v1,2012-11-20T15:15:56Z,Matching Through Features and Features Through Matching,"Ganesh Sundaramoorthi, Yanchao Yang",http://arxiv.org/pdf/1211.4771v1,No journal ref found,none,cs.CV,Summary17319,1211.5355v1,2012-11-22T19:09:29Z,Cobb Angle Measurement of Scoliosis with Reduced Variability,"Raka Kundu, Amlan Chakrabarti, Prasanna K. Lenka",http://arxiv.org/pdf/1211.5355v1,No journal ref found,none,cs.CV,Summary17320,1211.5712v1,2012-11-24T23:08:15Z,Detection of elliptical shapes via cross-entropy clustering,"Jacek Tabor, Krzysztof Misztal",http://arxiv.org/pdf/1211.5712v1,No journal ref found,none,cs.CV,Summary17321,1301.0127v3,2013-01-01T19:51:28Z,A Semi-automated Statistical Algorithm for Object Separation,"Madhur Srivastava, Satish K. Singh, Prasanta K. Panigrahi",http://arxiv.org/pdf/1301.0127v3,No journal ref found,none,cs.CV,Summary17322,1301.0167v1,2013-01-02T04:45:44Z,Classifier Fusion Method to Recognize Handwritten Kannada Numerals,"H. R. Mamatha, S. Karthik, Murthy K. Srikanta",http://arxiv.org/pdf/1301.0167v1,No journal ref found,none,cs.CV,Summary17323,1301.0432v1,2013-01-03T12:04:28Z,A Self-Organizing Neural Scheme for Door Detection in Different Environments,"F. Mahmood, F. Kunwar",http://arxiv.org/pdf/1301.0432v1,"International Journal of Computer Applications 60(9):13-18, 2012",none,cs.CV,Summary17324,1301.0612v1,2012-12-12T15:59:10Z,Adaptive Foreground and Shadow Detection inImage Sequences,"Yang Wang, Tele Tan",http://arxiv.org/pdf/1301.0612v1,No journal ref found,none,cs.CV,Summary17325,1301.0998v1,2013-01-06T12:05:28Z,Stratified SIFT Matching for Human Iris Recognition,"Sambit Bakshi, Hunny Mehrotra, Banshidhar Majhi",http://arxiv.org/pdf/1301.0998v1,Proceedings of International Conference on Advances in Computing and Communications (ACC-2011),none,cs.CV,Summary17326,1301.1374v1,2013-01-08T01:18:21Z,PaFiMoCS: Particle Filtered Modified-CS and Applications in Visual Tracking across Illumination Change,"R. Sarkar, S. Das, N. Vaswani",http://arxiv.org/pdf/1301.1374v1,No journal ref found,none,cs.CV,Summary17327,1301.1551v1,2013-01-08T14:48:23Z,A novel processing pipeline for optical multi-touch surfaces,Philipp Ewerling,http://arxiv.org/pdf/1301.1551v1,No journal ref found,none,cs.CV,Summary17328,1301.1671v1,2013-01-08T20:56:17Z,Causal graph-based video segmentation,"Camille Couprie, Clément Farabet, Yann LeCun",http://arxiv.org/pdf/1301.1671v1,No journal ref found,none,cs.CV,Summary17329,1301.2252v1,2013-01-10T16:22:19Z,A Factorized Variational Technique for Phase Unwrapping in Markov Random Fields,"Kannan Achan, Brendan J. Frey, Ralf Koetter",http://arxiv.org/pdf/1301.2252v1,No journal ref found,none,cs.CV,Summary17330,1301.2820v3,2013-01-13T20:49:30Z,Clustering Learning for Robotic Vision,"Eugenio Culurciello, Jordan Bates, Aysegul Dundar, Jose Carrasco, Clement Farabet",http://arxiv.org/pdf/1301.2820v3,No journal ref found,none,cs.CV,Summary17331,1301.2884v1,2013-01-14T08:36:00Z,Wavelet-based Scale Saliency,"Anh Cat Le Ngo, Kenneth Li-Minn Ang, Jasmine Kah-Phooi Seng, Guoping Qiu",http://arxiv.org/pdf/1301.2884v1,No journal ref found,none,cs.CV,Summary17332,1301.3385v2,2013-01-15T15:34:07Z,Recurrent Online Clustering as a Spatio-Temporal Feature Extractor in DeSTIN,"Steven R. Young, Itamar Arel",http://arxiv.org/pdf/1301.3385v2,No journal ref found,none,cs.CV,Summary17333,1301.3457v2,2013-01-15T19:18:52Z,A Geometric Descriptor for Cell-Division Detection,"Marcelo Cicconet, Italo Lima, Davi Geiger, Kris Gunsalus",http://arxiv.org/pdf/1301.3457v2,No journal ref found,none,cs.CV,Summary17334,1301.3560v1,2013-01-16T02:29:15Z,Complexity of Representation and Inference in Compositional Models with Part Sharing,"Alan L. Yuille, Roozbeh Mottaghi",http://arxiv.org/pdf/1301.3560v1,No journal ref found,none,cs.CV,Summary17335,1301.3572v2,2013-01-16T03:31:30Z,Indoor Semantic Segmentation using depth information,"Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun",http://arxiv.org/pdf/1301.3572v2,No journal ref found,none,cs.CV,Summary17336,1301.3755v1,2013-01-16T17:05:57Z,Gradient Driven Learning for Pooling in Visual Pipeline Feature Extraction Models,"Derek Rose, Itamar Arel",http://arxiv.org/pdf/1301.3755v1,No journal ref found,none,cs.CV,Summary17337,1301.3964v1,2013-01-17T02:12:48Z,Multiscale Discriminant Saliency for Visual Attention,"Anh Cat Le Ngo, Kenneth Ang Li-Minn, Guoping Qiu, Jasmine Seng Kah-Phooi",http://arxiv.org/pdf/1301.3964v1,No journal ref found,none,cs.CV,Summary17338,1301.4377v1,2013-01-18T13:26:55Z,Multiple models of Bayesian networks applied to offline recognition of Arabic handwritten city names,"Mohamed Ali Mahjoub, Nabil Ghanmy, Khlifia jayech, Ikram Miled",http://arxiv.org/pdf/1301.4377v1,No journal ref found,none,cs.CV,Summary17339,1301.4558v1,2013-01-19T11:36:53Z,Lip Localization and Viseme Classification for Visual Speech Recognition,"Salah Werda, Walid Mahdi, Abdelmajid Ben Hamadou",http://arxiv.org/pdf/1301.4558v1,"International Journal of Computing and Information Sciences ISSN: 1708-0460 (print) - 1708-0479 (online) Volume 5, Number 1, December 2007",none,cs.CV,Summary17340,1301.5356v3,2013-01-22T22:26:33Z,Efficient MRF Energy Propagation for Video Segmentation via Bilateral Filters,"Ozan Sener, Kemal Ugur, A. Aydin Alatan",http://arxiv.org/pdf/1301.5356v3,No journal ref found,none,cs.CV,Summary17341,1301.5491v1,2013-01-23T13:10:21Z,ChESS - Quick and Robust Detection of Chess-board Features,"Stuart Bennett, Joan Lasenby",http://arxiv.org/pdf/1301.5491v1,No journal ref found,none,cs.CV,Summary17342,1301.6646v2,2013-01-28T19:06:44Z,Image registration with sparse approximations in parametric dictionaries,"Alhussein Fawzi, Pascal Frossard",http://arxiv.org/pdf/1301.6646v2,"SIAM Journal on Imaging Sciences 2013 6:4, 2370-2403",none,cs.CV,Summary17343,1301.6847v2,2013-01-29T07:23:00Z,Robust Face Recognition via Block Sparse Bayesian Learning,"Taiyong Li, Zhilin Zhang",http://arxiv.org/pdf/1301.6847v2,No journal ref found,none,cs.CV,Summary17344,1301.7641v2,2013-01-31T15:20:17Z,Multi-scale Discriminant Saliency with Wavelet-based Hidden Markov Tree Modelling,"Anh Cat Le Ngo, Kenneth Li-Minn Ang, Guoping Qiu, Jasmine Kah-Phooi Seng",http://arxiv.org/pdf/1301.7641v2,No journal ref found,none,cs.CV,Summary17345,1301.7661v1,2013-01-31T16:05:26Z,Fast non parametric entropy estimation for spatial-temporal saliency method,"Anh Cat Le Ngo, Guoping Qiu, Geoff Underwood, Kenneth Li-Minn Ang, Jasmine Kah-Phooi Seng",http://arxiv.org/pdf/1301.7661v1,No journal ref found,none,cs.CV,Summary17346,1304.0019v1,2013-03-29T20:32:04Z,Age group and gender recognition from human facial images,Tizita Nesibu Shewaye,http://arxiv.org/pdf/1304.0019v1,Ethiopian Society of Electrical Engineers 6th Scientific Conference on Electrical Engineering (CEE-2012),none,cs.CV,Summary17347,1304.0023v3,2013-03-29T20:39:53Z,The two-dimensional Gabor function adapted to natural image statistics: An analytical model of simple-cell responses in the early visual system,Peter Loxley,http://arxiv.org/pdf/1304.0023v3,No journal ref found,none,cs.CV,Summary17348,1304.0421v1,2013-04-01T19:14:27Z,Stroke-Based Cursive Character Recognition,"K. C. Santosh, E. Iwata",http://arxiv.org/pdf/1304.0421v1,Advances in Character Recognition INTECH (Ed.) (2012) 175-192,none,cs.CV,Summary17349,1304.0823v1,2013-04-03T02:38:01Z,Lie Algebrized Gaussians for Image Representation,"Liyu Gong, Meng Chen, Chunlong Hu",http://arxiv.org/pdf/1304.0823v1,No journal ref found,none,cs.CV,Summary17350,1304.0839v1,2013-04-03T04:24:21Z,Multiscale Hybrid Non-local Means Filtering Using Modified Similarity Measure,"Zahid Hussain Shamsi, Dai-Gyoung Kim",http://arxiv.org/pdf/1304.0839v1,No journal ref found,none,cs.CV,Summary17351,1304.0886v1,2013-04-03T09:31:27Z,"Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture","Vikas Reddy, Conrad Sanderson, Brian C. Lovell",http://arxiv.org/pdf/1304.0886v1,"IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 55-61, 2011",none,cs.CV,Summary17352,1304.1022v1,2013-04-03T17:34:20Z,A software for aging faces applied to ancient marble busts,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1304.1022v1,No journal ref found,none,cs.CV,Summary17353,1304.1419v1,2013-04-04T16:24:16Z,Integration of spatio-temporal contrast sensitivity with a multi-slice channelized Hotelling observer,"Ali N. Avanaki, Kathryn S. Espig, Cedric Marchessoux, Elizabeth A. Krupinski, Predrag R. Bakic, Tom R. L. Kimpe, Andrew D. A. Maidment",http://arxiv.org/pdf/1304.1419v1,No journal ref found,none,cs.CV,Summary17354,1304.1568v1,2013-04-04T22:07:27Z,Multiscale Fractal Descriptors Applied to Texture Classification,"João Batista Florindo, Odemir Martinez Bruno",http://arxiv.org/pdf/1304.1568v1,"Journal of Physics: Conference Series, 410, 012022, 2013",none,cs.CV,Summary17355,1304.1572v4,2013-04-04T22:19:49Z,Spectral Descriptors for Graph Matching,"Nan Hu, Leonidas Guibas",http://arxiv.org/pdf/1304.1572v4,No journal ref found,none,cs.CV,Summary17356,1304.1876v3,2013-04-06T10:36:25Z,"Proceedings of the 37th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR), 2013","Justus Piater, Antonio Rodríguez-Sánchez",http://arxiv.org/pdf/1304.1876v3,No journal ref found,none,cs.CV,Summary17357,1304.1972v1,2013-04-07T09:43:47Z,Facial transformations of ancient portraits: the face of Caesar,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1304.1972v1,No journal ref found,none,cs.CV,Summary17358,1304.2109v1,2013-04-08T06:14:48Z,Automatic Fingerprint Recognition Using Minutiae Matching Technique for the Large Fingerprint Database,"S. M. Mohsen, S. M. Zamshed Farhan, M. M. A. Hashem",http://arxiv.org/pdf/1304.2109v1,"Procs. of the 3rd International Conference on Electrical and Computer Engineering (ICECE 2004), pp. 116-119, Dhaka, Bangladesh, December 28-30, (2004)",none,cs.CV,Summary17359,1304.2683v1,2013-04-09T18:11:08Z,Image Classification by Feature Dimension Reduction and Graph based Ranking,"Yao Nan, Qian Feng, Sun Zuolei",http://arxiv.org/pdf/1304.2683v1,No journal ref found,none,cs.CV,Summary17360,1304.2999v2,2013-04-10T15:34:08Z,A New Approach To Two-View Motion Segmentation Using Global Dimension Minimization,"Bryan Poling, Gilad Lerman",http://arxiv.org/pdf/1304.2999v2,"International Journal of Computer Vision, 108 (2014), no. 3, 165-185",none,cs.CV,Summary17361,1304.3192v1,2013-04-11T04:26:52Z,Rotational Projection Statistics for 3D Local Surface Description and Object Recognition,"Yulan Guo, Ferdous Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan",http://arxiv.org/pdf/1304.3192v1,No journal ref found,none,cs.CV,Summary17362,1304.3447v1,2013-03-27T19:58:23Z,Developing and Analyzing Boundary Detection Operators Using Probabilistic Models,David Sher,http://arxiv.org/pdf/1304.3447v1,No journal ref found,none,cs.CV,Summary17363,1304.3915v1,2013-04-14T13:56:14Z,Single View Depth Estimation from Examples,"Tal Hassner, Ronen Basri",http://arxiv.org/pdf/1304.3915v1,No journal ref found,none,cs.CV,Summary17364,1304.4041v1,2013-04-15T10:11:34Z,Multispectral Spatial Characterization: Application to Mitosis Detection in Breast Cancer Histopathology,"H. Irshad, A. Gouaillard, L. Roux, D. Racoceanu",http://arxiv.org/pdf/1304.4041v1,No journal ref found,none,cs.CV,Summary17365,1304.4112v1,2013-04-15T14:31:21Z,"Shadow Estimation Method for ""The Episolar Constraint: Monocular Shape from Shadow Correspondence""","Austin Abrams, Chris Hawley, Kylia Miskell, Adina Stoica, Nathan Jacobs, Robert Pless",http://arxiv.org/pdf/1304.4112v1,No journal ref found,none,cs.CV,Summary17366,1304.4662v1,2013-04-17T01:20:10Z,Tracking of Fingertips and Centres of Palm using KINECT,"J. L. Raheja, A. Chaudhary, K Singal",http://arxiv.org/pdf/1304.4662v1,"In proceedings of the 3rd IEEE International Conference on Computational Intelligence, Modelling and Simulation, Malaysia, 20-22 Sep, 2011, pp. 248-252",none,cs.CV,Summary17367,1304.4711v1,2013-04-17T07:07:52Z,Automated Switching System for Skin Pixel Segmentation in Varied Lighting,"Ankit Chaudhary, Ankur Gupta",http://arxiv.org/pdf/1304.4711v1,"19th IEEE International Conference on Mechatronics and Machine Vision in Practice, Auckland, New Zealand, 28-30 Nov, 2012, pp. 26-31",none,cs.CV,Summary17368,1304.4765v1,2013-04-17T10:55:43Z,Robust Noise Filtering in Image Sequences,"Soumaya Hichri, Faouzi Benzarti, Hamid Amiri",http://arxiv.org/pdf/1304.4765v1,"International Journal of Computer Applications Volume 50 No.18, July 2012, ISSN 0975-8887",none,cs.CV,Summary17369,1304.4994v1,2013-04-18T00:40:22Z,Polygon Matching and Indexing Under Affine Transformations,"Edgar Chávez, Ana C. Chávez-Cáliz, Jorge L. López-López",http://arxiv.org/pdf/1304.4994v1,No journal ref found,none,cs.CV,Summary17370,1304.5212v1,2013-04-18T18:41:47Z,Object Tracking in Videos: Approaches and Issues,"Duc Phu Chau, François Bremond, Monique Thonnat",http://arxiv.org/pdf/1304.5212v1,"The International Workshop ""Rencontres UNS-UD"" (RUNSUD) (2013)",none,cs.CV,Summary17371,1304.5319v1,2013-04-19T06:35:33Z,A Joint Intensity and Depth Co-Sparse Analysis Model for Depth Map Super-Resolution,"Martin Kiechle, Simon Hawe, Martin Kleinsteuber",http://arxiv.org/pdf/1304.5319v1,No journal ref found,none,cs.CV,Summary17372,1304.5587v2,2013-04-20T05:05:53Z,Color image denoising by chromatic edges based vector valued diffusion,"V. B. Surya Prasath, Juan C. Moreno, K. Palaniappan",http://arxiv.org/pdf/1304.5587v2,No journal ref found,none,cs.CV,Summary17373,1304.6192v1,2013-04-23T07:46:11Z,A Bag of Visual Words Approach for Symbols-Based Coarse-Grained Ancient Coin Classification,"Hafeez Anwar, Sebastian Zambanini, Martin Kampel",http://arxiv.org/pdf/1304.6192v1,No journal ref found,none,cs.CV,Summary17374,1304.6213v1,2013-04-23T09:51:02Z,Counting people from above: Airborne video based crowd analysis,"Roland Perko, Thomas Schnabel, Gerald Fritz, Alexander Almer, Lucas Paletta",http://arxiv.org/pdf/1304.6213v1,No journal ref found,none,cs.CV,Summary17375,1304.6291v1,2013-04-23T14:07:19Z,Learning Visual Symbols for Parsing Human Poses in Images,"Fang Wang, Yi Li",http://arxiv.org/pdf/1304.6291v1,No journal ref found,none,cs.CV,Summary17376,1304.6379v1,2013-04-23T18:53:58Z,Semi-Optimal Edge Detector based on Simple Standard Deviation with Adjusted Thresholding,Firas A. Jassim,http://arxiv.org/pdf/1304.6379v1,"International Journal of Computer Applications,Volume 68, No.2, April 2013",none,cs.CV,Summary17377,1304.6759v1,2013-04-24T21:34:30Z,k-Modulus Method for Image Transformation,Firas A. Jassim,http://arxiv.org/pdf/1304.6759v1,"International Journal of Advanced Computer Science and Applications, Vol. 4, No. 3, 2013",none,cs.CV,Summary17378,1304.6933v2,2013-04-25T15:14:42Z,Digit Recognition in Handwritten Weather Records,"Manuel Keglevic, Robert Sablatnig",http://arxiv.org/pdf/1304.6933v2,No journal ref found,none,cs.CV,Summary17379,1304.6990v1,2013-04-25T19:44:26Z,Euclidean Upgrade from a Minimal Number of Segments,"Tanja Schilling, Tomas Pajdla",http://arxiv.org/pdf/1304.6990v1,No journal ref found,none,cs.CV,Summary17380,1304.7153v1,2013-04-26T13:10:22Z,A Convex Approach for Image Hallucination,"Peter Innerhofer, Thomas Pock",http://arxiv.org/pdf/1304.7153v1,No journal ref found,none,cs.CV,Summary17381,1304.7184v1,2013-04-26T14:33:52Z,Reading Ancient Coin Legends: Object Recognition vs. OCR,"Albert Kavelar, Sebastian Zambanini, Martin Kampel",http://arxiv.org/pdf/1304.7184v1,No journal ref found,none,cs.CV,Summary17382,1304.7211v1,2013-04-26T16:02:40Z,Algorithmic Optimisations for Iterative Deconvolution Methods,"Martin Welk, Martin Erler",http://arxiv.org/pdf/1304.7211v1,No journal ref found,none,cs.CV,Summary17383,1304.7236v1,2013-04-26T17:28:13Z,In the sight of my wearable camera: Classifying my visual experience,"Alessandro Perina, Nebojsa Jojic",http://arxiv.org/pdf/1304.7236v1,No journal ref found,none,cs.CV,Summary17384,1304.7948v2,2013-04-30T10:41:26Z,Convolutional Neural Networks learn compact local image descriptors,"Christian Osendorfer, Justin Bayer, Patrick van der Smagt",http://arxiv.org/pdf/1304.7948v2,No journal ref found,none,cs.CV,Summary17385,1304.8052v1,2013-03-29T22:30:09Z,Registration of Images with Outliers Using Joint Saliency Map,"Binjie Qin, Zhijun Gu, Xianjun Sun, Yisong Lv",http://arxiv.org/pdf/1304.8052v1,No journal ref found,none,cs.CV,Summary17386,1304.8092v1,2013-04-30T17:51:27Z,Fractal-Based Detection of Microcalcification Clusters in Digital Mammograms,"P. Shanmugavadivu, V. Sivakumar",http://arxiv.org/pdf/1304.8092v1,No journal ref found,none,cs.CV,Summary17387,1307.0129v1,2013-06-29T16:57:44Z,Hyperspectral Data Unmixing Using GNMF Method and Sparseness Constraint,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1307.0129v1,No journal ref found,none,cs.CV,Summary17388,1307.0277v1,2013-07-01T06:50:23Z,Multilevel Threshold Based Gray Scale Image Segmentation using Cuckoo Search,"Sourav Samantaa, Nilanjan Dey, Poulami Das, Suvojit Acharjee, Sheli Sinha Chaudhuri",http://arxiv.org/pdf/1307.0277v1,No journal ref found,none,cs.CV,Summary17389,1307.0776v1,2013-07-02T17:47:32Z,Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning,"Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap",http://arxiv.org/pdf/1307.0776v1,No journal ref found,none,cs.CV,Summary17390,1307.0937v1,2013-07-03T08:45:37Z,Extending UML for Conceptual Modeling of Annotation of Medical Images,"Mouhamed Gaith Ayadi, Riadh Bouslimi, Jalel Akaichi",http://arxiv.org/pdf/1307.0937v1,No journal ref found,none,cs.CV,Summary17391,1307.0998v3,2013-07-03T12:59:53Z,A Unified Framework of Elementary Geometric Transformation Representation,"F. Lu, Z. Chen",http://arxiv.org/pdf/1307.0998v3,No journal ref found,none,cs.CV,Summary17392,1307.1303v1,2013-07-02T15:25:09Z,Submodularity of a Set Label Disagreement Function,Toufiq Parag,http://arxiv.org/pdf/1307.1303v1,No journal ref found,none,cs.CV,Summary17393,1307.1437v1,2013-07-04T18:08:19Z,Toward Guaranteed Illumination Models for Non-Convex Objects,"Yuqian Zhang, Cun Mu, Han-wen Kuo, John Wright",http://arxiv.org/pdf/1307.1437v1,No journal ref found,none,cs.CV,Summary17394,1307.2434v1,2013-07-09T13:01:46Z,Major Limitations of Satellite images,"Firouz A. Al-Wassai, N. V. Kalyankar",http://arxiv.org/pdf/1307.2434v1,"Journal of Global Research in Computer Science, 4 (5), May 2013, 51-59",none,cs.CV,Summary17395,1307.2440v1,2013-07-09T13:14:11Z,Image Fusion Technologies In Commercial Remote Sensing Packages,"Firouz Abdullah Al-Wassai, N. V. Kalyankar",http://arxiv.org/pdf/1307.2440v1,"Journal of Global Research in Computer Science, 4 (5), May 2013, 44-50",none,cs.CV,Summary17396,1307.2965v2,2013-07-11T03:29:51Z,Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images,"Quan Wang, Dijia Wu, Le Lu, Meizhu Liu, Kim L. Boyer, Shaohua Kevin Zhou",http://arxiv.org/pdf/1307.2965v2,No journal ref found,none,cs.CV,Summary17397,1307.2997v1,2013-07-11T07:24:16Z,"Conversion of Braille to Text in English, Hindi and Tamil Languages","S. Padmavathi, Manojna K. S. S, S. Sphoorthy Reddy, D. Meenakshy",http://arxiv.org/pdf/1307.2997v1,"International Journal of Computer Science, Engineering and Applications (IJCSEA) Vol.3, No.3, June 2013",none,cs.CV,Summary17398,1307.3043v2,2013-07-11T10:07:19Z,A two-layer Conditional Random Field for the classification of partially occluded objects,"Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke",http://arxiv.org/pdf/1307.3043v2,No journal ref found,none,cs.CV,Summary17399,1307.3054v1,2013-07-11T11:02:57Z,Contrast Enhancement And Brightness Preservation Using Multi- Decomposition Histogram Equalization,"Sayali Nimkar, Sanal Varghese, Sucheta Shrivastava",http://arxiv.org/pdf/1307.3054v1,"SIPIJ, Vol.4, Issue.3, pp. 85-93",none,cs.CV,Summary17400,1307.3271v1,2013-07-11T21:01:23Z,Fuzzy Fibers: Uncertainty in dMRI Tractography,"Thomas Schultz, Anna Vilanova, Ralph Brecheisen, Gordon Kindlmann",http://arxiv.org/pdf/1307.3271v1,No journal ref found,none,cs.CV,Summary17401,1307.3439v1,2013-07-12T12:37:06Z,Speedy Object Detection based on Shape,"Y. Jayanta Singh, Shalu Gupta",http://arxiv.org/pdf/1307.3439v1,"The International Journal of Multimedia & Its Applications (IJMA) Vol.5, No.3, June 2013",none,cs.CV,Summary17402,1307.3759v1,2013-07-14T17:37:36Z,A Minimal Six-Point Auto-Calibration Algorithm,Evgeniy Martyushev,http://arxiv.org/pdf/1307.3759v1,"Proceedings of the 23rd International Conference on Computer Graphics and Vision, September 16-20, 2013 Vladivostok, Russia",none,cs.CV,Summary17403,1307.4516v1,2013-07-17T06:45:23Z,Mammogram Edge Detection Using Hybrid Soft Computing Methods,"I. Laurence Aroquiaraj, K. Thangavel",http://arxiv.org/pdf/1307.4516v1,No journal ref found,none,cs.CV,Summary17404,1307.4717v1,2013-07-17T18:22:24Z,Content Based Image Retrieval System using Feature Classification with Modified KNN Algorithm,"T. Dharani, I. Laurence Aroquiaraj",http://arxiv.org/pdf/1307.4717v1,No journal ref found,none,cs.CV,Summary17405,1307.4990v2,2013-07-18T15:58:19Z,Video Text Localization using Wavelet and Shearlet Transforms,"Purnendu Banerjee, B. B. Chaudhuri",http://arxiv.org/pdf/1307.4990v2,No journal ref found,none,cs.CV,Summary17406,1307.5102v1,2013-07-19T00:06:59Z,Automated Defect Localization via Low Rank Plus Outlier Modeling of Propagating Wavefield Data,"Stefano Gonella, Jarvis D. Haupt",http://arxiv.org/pdf/1307.5102v1,"IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, v. 60, n.12, pp. 2553 - 2565",none,cs.CV,Summary17407,1307.5591v1,2013-07-22T05:13:03Z,A Novel Equation based Classifier for Detecting Human in Images,"Subra Mukherjee, Karen Das",http://arxiv.org/pdf/1307.5591v1,"International Journal of Computer Applications 72(6):9-16, June 2013",none,cs.CV,Summary17408,1307.5653v1,2013-07-22T11:09:33Z,Online Tracking Parameter Adaptation based on Evaluation,"Duc Phu Chau, Julien Badie, François Bremond, Monique Thonnat",http://arxiv.org/pdf/1307.5653v1,No journal ref found,none,cs.CV,Summary17409,1307.5691v1,2013-07-22T13:01:36Z,A study of parameters affecting visual saliency assessment,"Nicolas Riche, Matthieu Duvinage, Matei Mancas, Bernard Gosselin, Thierry Dutoit",http://arxiv.org/pdf/1307.5691v1,No journal ref found,none,cs.CV,Summary17410,1307.5693v1,2013-07-22T13:09:12Z,Visual saliency estimation by integrating features using multiple kernel learning,"Yasin Kavak, Erkut Erdem, Aykut Erdem",http://arxiv.org/pdf/1307.5693v1,No journal ref found,none,cs.CV,Summary17411,1307.5702v1,2013-07-22T13:38:16Z,Is Bottom-Up Attention Useful for Scene Recognition?,"Samuel F. Dodge, Lina J. Karam",http://arxiv.org/pdf/1307.5702v1,No journal ref found,none,cs.CV,Summary17412,1307.5710v1,2013-07-22T13:48:13Z,Saliency-Guided Perceptual Grouping Using Motion Cues in Region-Based Artificial Visual Attention,"Jan Tünnermann, Dieter Enns, Bärbel Mertsching",http://arxiv.org/pdf/1307.5710v1,No journal ref found,none,cs.CV,Summary17413,1307.5748v1,2013-07-22T15:41:57Z,Appearance Descriptors for Person Re-identification: a Comprehensive Review,Riccardo Satta,http://arxiv.org/pdf/1307.5748v1,No journal ref found,none,cs.CV,Summary17414,1307.5800v1,2013-07-22T17:59:28Z,An Adaptive GMM Approach to Background Subtraction for Application in Real Time Surveillance,"Subra Mukherjee, Karen Das",http://arxiv.org/pdf/1307.5800v1,"International Journal of Research in Engineering and Technology,Volume 2, Issue 1, Jan-2013",none,cs.CV,Summary17415,1307.6170v2,2013-07-22T12:27:26Z,6th International Symposium on Attention in Cognitive Systems 2013,"Lucas Paletta, Laurent Itti, Björn Schuller, Fang Fang",http://arxiv.org/pdf/1307.6170v2,No journal ref found,none,cs.CV,Summary17416,1307.6303v1,2013-07-24T06:18:44Z,Matching-Constrained Active Contours,"Junyan Wang, Kap Luk Chan",http://arxiv.org/pdf/1307.6303v1,No journal ref found,none,cs.CV,Summary17417,1307.6542v1,2013-07-10T02:42:29Z,Selection Mammogram Texture Descriptors Based on Statistics Properties Backpropagation Structure,"Shofwatul Uyun, Sri Hartati, Agus Harjoko, Subanar",http://arxiv.org/pdf/1307.6542v1,No journal ref found,none,cs.CV,Summary17418,1307.6544v1,2013-07-17T04:49:24Z,"Veni Vidi Vici, A Three-Phase Scenario For Parameter Space Analysis in Image Analysis and Visualization",M. A. El-Dosuky,http://arxiv.org/pdf/1307.6544v1,No journal ref found,none,cs.CV,Summary17419,1307.7474v1,2013-07-29T06:42:25Z,Automatic Mammogram image Breast Region Extraction and Removal of Pectoral Muscle,"R. Subash Chandra Boss, K. Thangavel, D. Arul Pon Daniel",http://arxiv.org/pdf/1307.7474v1,"International Journal of Scientific & Engineering Research, Volume 4, Issue 5, May-2013 1727",none,cs.CV,Summary17420,1307.7800v1,2013-07-30T03:46:38Z,Efficient Energy Minimization for Enforcing Statistics,"Yongsub Lim, Kyomin Jung, Pushmeet Kohli",http://arxiv.org/pdf/1307.7800v1,No journal ref found,none,cs.CV,Summary17421,1307.7848v1,2013-07-30T07:18:20Z,An Integrated System for 3D Gaze Recovery and Semantic Analysis of Human Attention,"Lucas Paletta, Katrin Santner, Gerald Fritz",http://arxiv.org/pdf/1307.7848v1,No journal ref found,none,cs.CV,Summary17422,1307.7851v1,2013-07-30T07:30:46Z,Hybrid Affinity Propagation,"Jingdong Wang, Hao Xu, Xian-Sheng Hua, Shipeng Li",http://arxiv.org/pdf/1307.7851v1,No journal ref found,none,cs.CV,Summary17423,1307.8233v1,2013-07-31T06:24:28Z,A Prototyping Environment for Integrated Artificial Attention Systems,"Jan Tünnermann, Markus Hennig, Michael Silbernagel, Bärbel Mertsching",http://arxiv.org/pdf/1307.8233v1,No journal ref found,none,cs.CV,Summary17424,1307.8405v1,2013-07-31T17:53:10Z,Who and Where: People and Location Co-Clustering,"Zixuan Wang, Jinyun Yan",http://arxiv.org/pdf/1307.8405v1,No journal ref found,none,cs.CV,Summary17425,1309.0123v2,2013-08-31T14:29:52Z,A Robust Alternating Direction Method for Constrained Hybrid Variational Deblurring Model,"Ryan Wen Liu, Tian Xu",http://arxiv.org/pdf/1309.0123v2,No journal ref found,none,cs.CV,Summary17426,1309.0213v2,2013-09-01T12:26:53Z,Learning to Rank for Blind Image Quality Assessment,"Fei Gao, Dacheng Tao, Xinbo Gao, Xuelong Li",http://arxiv.org/pdf/1309.0213v2,No journal ref found,none,cs.CV,Summary17427,1309.0261v1,2013-09-01T20:35:17Z,Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification,"Dan Cireşan, Jürgen Schmidhuber",http://arxiv.org/pdf/1309.0261v1,No journal ref found,none,cs.CV,Summary17428,1309.0309v1,2013-09-02T07:06:05Z,A Study on Unsupervised Dictionary Learning and Feature Encoding for Action Classification,"Xiaojiang Peng, Qiang Peng, Yu Qiao, Junzhou Chen, Mehtab Afzal",http://arxiv.org/pdf/1309.0309v1,No journal ref found,none,cs.CV,Summary17429,1309.0999v1,2013-09-04T12:18:55Z,Minutiae Based Thermal Face Recognition using Blood Perfusion Data,"Ayan Seal, Mita Nasipuri, Debotosh Bhattacharjee, Dipak Kumar Basu",http://arxiv.org/pdf/1309.0999v1,No journal ref found,none,cs.CV,Summary17430,1309.1000v1,2013-09-04T12:26:50Z,Automated Thermal Face recognition based on Minutiae Extraction,"Ayan Seal, Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kr. Basu",http://arxiv.org/pdf/1309.1000v1,No journal ref found,none,cs.CV,Summary17431,1309.1009v1,2013-09-04T12:41:48Z,A Comparative Study of Human thermal face recognition based on Haar wavelet transform (HWT) and Local Binary Pattern (LBP),"Ayan Seal, Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.1009v1,No journal ref found,none,cs.CV,Summary17432,1309.1080v1,2013-09-04T15:49:09Z,Boosting in Location Space,"Damian Eads, David Helmbold, Ed Rosten",http://arxiv.org/pdf/1309.1080v1,No journal ref found,none,cs.CV,Summary17433,1309.1155v1,2013-09-04T13:32:28Z,Minutiae Based Thermal Human Face Recognition using Label Connected Component Algorithm,"Ayan Seal, Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.1155v1,No journal ref found,none,cs.CV,Summary17434,1309.1156v1,2013-09-04T13:45:25Z,Thermal Human face recognition based on Haar wavelet transform and series matching technique,"Ayan Seal, Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri, Dipak kr. Basu",http://arxiv.org/pdf/1309.1156v1,No journal ref found,none,cs.CV,Summary17435,1309.1539v2,2013-09-06T05:38:32Z,Practical Matrix Completion and Corruption Recovery using Proximal Alternating Robust Subspace Minimization,"Yu-Xiang Wang, Choon Meng Lee, Loong-Fah Cheong, Kim-Chuan Toh",http://arxiv.org/pdf/1309.1539v2,No journal ref found,none,cs.CV,Summary17436,1309.1628v2,2013-09-06T13:11:48Z,Topology preserving thinning for cell complexes,"Paweł Dłotko, Ruben Specogna",http://arxiv.org/pdf/1309.1628v2,No journal ref found,none,cs.CV,Summary17437,1309.1830v1,2013-09-07T07:14:42Z,Radar shadow detection in SAR images using DEM and projections,"V. B. S. Prasath, O. Haddad",http://arxiv.org/pdf/1309.1830v1,"J. Appl. Remote Sens. 8(1), 083628 (May 19, 2014)",none,cs.CV,Summary17438,1309.2057v1,2013-09-09T07:33:50Z,Single image super resolution in spatial and wavelet domain,"Sapan Naik, Nikunj Patel",http://arxiv.org/pdf/1309.2057v1,"The International Journal of Multimedia & Its Applications (IJMA) Vol.5, No.4, August 2013",none,cs.CV,Summary17439,1309.2506v1,2013-09-10T13:40:30Z,A multi-stream hmm approach to offline handwritten arabic word recognition,"Ahlam Maqqor, Akram Halli, Khaled Satori",http://arxiv.org/pdf/1309.2506v1,No journal ref found,none,cs.CV,Summary17440,1309.2752v1,2013-09-11T08:11:14Z,Robust Periocular Recognition By Fusing Sparse Representations of Color and Geometry Information,"Juan C. Moreno, V. B. S. Prasath, Gil Santos, Hugo Proenca",http://arxiv.org/pdf/1309.2752v1,No journal ref found,none,cs.CV,Summary17441,1309.3006v2,2013-09-11T23:58:23Z,The Classification Accuracy of Multiple-Metric Learning Algorithm on Multi-Sensor Fusion,"Firouz Abdullah Al-Wassai, N. V. Kalyankar",http://arxiv.org/pdf/1309.3006v2,"International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-3, Issue-4, September 2013,pp.124-131",none,cs.CV,Summary17442,1309.3418v1,2013-09-13T10:12:22Z,A Novel Approach in detecting pose orientation of a 3D face required for face,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.3418v1,No journal ref found,none,cs.CV,Summary17443,1309.3425v1,2013-09-13T11:28:29Z,A method for nose-tip based 3D face registration using maximum intensity algorithm,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak kr. Basu",http://arxiv.org/pdf/1309.3425v1,No journal ref found,none,cs.CV,Summary17444,1309.3848v1,2013-09-16T08:23:10Z,SEEDS: Superpixels Extracted via Energy-Driven Sampling,"Michael Van den Bergh, Xavier Boix, Gemma Roig, Luc Van Gool",http://arxiv.org/pdf/1309.3848v1,No journal ref found,none,cs.CV,Summary17445,1309.4426v1,2013-09-17T18:55:37Z,GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images,"Christian Widmer, Philipp Drewe, Xinghua Lou, Shefali Umrania, Stephanie Heinrich, Gunnar Rätsch",http://arxiv.org/pdf/1309.4426v1,No journal ref found,none,cs.CV,Summary17446,1309.4573v1,2013-09-18T08:40:21Z,A novel approach for nose tip detection using smoothing by weighted median filtering applied to 3D face images in variant poses,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.4573v1,No journal ref found,none,cs.CV,Summary17447,1309.4577v1,2013-09-18T08:47:34Z,Detection of pose orientation across single and multiple axes in case of 3D face images,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.4577v1,No journal ref found,none,cs.CV,Summary17448,1309.4582v1,2013-09-18T09:02:56Z,A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1309.4582v1,No journal ref found,none,cs.CV,Summary17449,1309.5004v1,2013-09-19T14:45:54Z,Blind Deconvolution via Maximum Kurtosis Adaptive Filtering,"Deborah Pereg, Doron Benzvi",http://arxiv.org/pdf/1309.5004v1,No journal ref found,none,cs.CV,Summary17450,1309.5357v1,2013-08-17T03:09:50Z,Development of Comprehensive Devnagari Numeral and Character Database for Offline Handwritten Character Recognition,"Vikas J. Dongre, Vijay H. Mankar",http://arxiv.org/pdf/1309.5357v1,"Vikas J. Dongre,Vijay H.Mankar, ""Development of Comprehensive Devnagari Numeral and Character Database for Offline Handwritten Character Recognition"", Applied Computational Intelligence and Soft Computing,Volume 2012",none,cs.CV,Summary17451,1309.5594v2,2013-09-22T11:52:03Z,Generic Image Classification Approaches Excel on Face Recognition,"Fumin Shen, Chunhua Shen",http://arxiv.org/pdf/1309.5594v2,No journal ref found,none,cs.CV,Summary17452,1309.6195v1,2013-09-20T23:08:27Z,Scan-based Compressed Terahertz Imaging and Real-Time Reconstruction via the Complex-valued Fast Block Sparse Bayesian Learning Algorithm,"Benyuan Liu, Hongqi Fan, Zaiqi Lu, Qiang Fu",http://arxiv.org/pdf/1309.6195v1,No journal ref found,none,cs.CV,Summary17453,1309.6379v1,2013-09-25T01:57:50Z,Diffeomorphic Metric Mapping and Probabilistic Atlas Generation of Hybrid Diffusion Imaging based on BFOR Signal Basis,"Jia Du, A. Pasha Hosseinbor, Moo K. Chung, Barbara B. Bendlin, Gaurav Suryawanshi, Andrew L. Alexander, Anqi Qiu",http://arxiv.org/pdf/1309.6379v1,No journal ref found,none,cs.CV,Summary17454,1309.6390v1,2013-09-25T03:22:59Z,Contextually learnt detection of unusual motion-based behaviour in crowded public spaces,Ognjen Arandjelović,http://arxiv.org/pdf/1309.6390v1,"Computer and Information Sciences II Computer and Information Sciences II, pp 403-410, 2012",none,cs.CV,Summary17455,1309.6391v1,2013-09-25T03:34:01Z,Multiple-object tracking in cluttered and crowded public spaces,"Rhys Martin, Ognjen Arandjelović",http://arxiv.org/pdf/1309.6391v1,"Lecture Notes in Computer Science, volume 6455, pp 89-98, 2010",none,cs.CV,Summary17456,1309.6691v1,2013-09-25T23:30:18Z,Characterness: An Indicator of Text in the Wild,"Yao Li, Wenjing Jia, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1309.6691v1,No journal ref found,none,cs.CV,Summary17457,1309.6964v4,2013-09-26T16:46:28Z,Online Algorithms for Factorization-Based Structure from Motion,"Ryan Kennedy, Laura Balzano, Stephen J. Wright, Camillo J. Taylor",http://arxiv.org/pdf/1309.6964v4,No journal ref found,none,cs.CV,Summary17458,1309.7276v1,2013-09-26T05:48:18Z,Adopting level set theory based algorithms to segment human ear,"Bijeesh T. V, Nimmi I. P",http://arxiv.org/pdf/1309.7276v1,No journal ref found,none,cs.CV,Summary17459,1309.7434v1,2013-09-28T06:21:18Z,Face Verification Using Boosted Cross-Image Features,"Dong Zhang, Omar Oreifej, Mubarak Shah",http://arxiv.org/pdf/1309.7434v1,No journal ref found,none,cs.CV,Summary17460,1309.7484v1,2013-09-28T18:05:12Z,CSIFT Based Locality-constrained Linear Coding for Image Classification,"Chen Junzhou, Li Qing, Peng Qiang, Kin Hong Wong",http://arxiv.org/pdf/1309.7484v1,No journal ref found,none,cs.CV,Summary17461,1309.7609v1,2013-09-29T15:36:43Z,Identificación y Registro Catastral de Cuerpos de Agua mediante Técnicas de Procesamiento Digital de Imagenes,"Kevin Rojas Laura, Christhian Cardenas Alvarez",http://arxiv.org/pdf/1309.7609v1,No journal ref found,none,cs.CV,Summary17462,1309.7615v1,2013-09-29T16:14:47Z,Correcting Multi-focus Images via Simple Standard Deviation for Image Fusion,Firas A. Jassim,http://arxiv.org/pdf/1309.7615v1,"International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol. 5, No. 12, pp. 56-61, October 2013",none,cs.CV,Summary17463,1309.7912v1,2013-09-30T16:39:21Z,An Image-Based Fluid Surface Pattern Model,"Mauro de Amorim, Ricardo Fabbri, Lucia Maria dos Santos Pinto, Francisco Duarte Moura Neto",http://arxiv.org/pdf/1309.7912v1,No journal ref found,none,cs.CV,Summary17464,1310.0036v1,2013-09-30T20:12:02Z,Personal Identification from Lip-Print Features using a Statistical Model,"Saptarshi Bhattacharjee, S Arunkumar, Samir Kumar Bandyopadhyay",http://arxiv.org/pdf/1310.0036v1,No journal ref found,none,cs.CV,Summary17465,1310.0097v2,2013-09-30T23:57:08Z,Analysis of Amoeba Active Contours,Martin Welk,http://arxiv.org/pdf/1310.0097v2,No journal ref found,none,cs.CV,Summary17466,1310.0171v1,2013-10-01T07:45:26Z,Object Detection Using Keygraphs,"Marcelo Hashimoto, Roberto Marcondes Cesar Junior",http://arxiv.org/pdf/1310.0171v1,No journal ref found,none,cs.CV,Summary17467,1310.0302v1,2013-10-01T14:06:33Z,Surface Registration Using Genetic Algorithm in Reduced Search Space,"Vedran Hrgetić, Tomislav Pribanić",http://arxiv.org/pdf/1310.0302v1,No journal ref found,none,cs.CV,Summary17468,1310.0305v1,2013-10-01T14:09:21Z,Filtering for More Accurate Dense Tissue Segmentation in Digitized Mammograms,"Mario Muštra, Mislav Grgić",http://arxiv.org/pdf/1310.0305v1,No journal ref found,none,cs.CV,Summary17469,1310.0306v1,2013-10-01T14:12:01Z,Flexible Visual Quality Inspection in Discrete Manufacturing,"Tomislav Petković, Darko Jurić, Sven Lončarić",http://arxiv.org/pdf/1310.0306v1,No journal ref found,none,cs.CV,Summary17470,1310.0307v2,2013-10-01T14:13:24Z,Using the Random Sprays Retinex Algorithm for Global Illumination Estimation,"Nikola Banić, Sven Lončarić",http://arxiv.org/pdf/1310.0307v2,No journal ref found,none,cs.CV,Summary17471,1310.0308v1,2013-10-01T14:13:40Z,Combining Spatio-Temporal Appearance Descriptors and Optical Flow for Human Action Recognition in Video Data,"Karla Brkić, Srđan Rašić, Axel Pinz, Siniša Šegvić, Zoran Kalafatić",http://arxiv.org/pdf/1310.0308v1,No journal ref found,none,cs.CV,Summary17472,1310.0310v1,2013-10-01T14:15:48Z,A Novel Georeferenced Dataset for Stereo Visual Odometry,"Ivan Krešo, Marko Ševrović, Siniša Šegvić",http://arxiv.org/pdf/1310.0310v1,No journal ref found,none,cs.CV,Summary17473,1310.0311v1,2013-10-01T14:16:06Z,Multiclass Road Sign Detection using Multiplicative Kernel,"Valentina Zadrija, Siniša Šegvić",http://arxiv.org/pdf/1310.0311v1,No journal ref found,none,cs.CV,Summary17474,1310.0314v1,2013-10-01T14:18:52Z,Global Localization Based on 3D Planar Surface Segments,"Robert Cupec, Emmanuel Karlo Nyarko, Damir Filko, Andrej Kitanov, Ivan Petrović",http://arxiv.org/pdf/1310.0314v1,No journal ref found,none,cs.CV,Summary17475,1310.0315v1,2013-10-01T14:19:11Z,Computer Vision Systems in Road Vehicles: A Review,"Kristian Kovačić, Edouard Ivanjko, Hrvoje Gold",http://arxiv.org/pdf/1310.0315v1,No journal ref found,none,cs.CV,Summary17476,1310.0316v1,2013-10-01T14:19:26Z,Classifying Traffic Scenes Using The GIST Image Descriptor,"Ivan Sikirić, Karla Brkić, Siniša Šegvić",http://arxiv.org/pdf/1310.0316v1,No journal ref found,none,cs.CV,Summary17477,1310.0317v1,2013-10-01T14:19:42Z,An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems,"Markan Lopar, Slobodan Ribarić",http://arxiv.org/pdf/1310.0317v1,No journal ref found,none,cs.CV,Summary17478,1310.0319v3,2013-10-01T14:26:29Z,Second Croatian Computer Vision Workshop (CCVW 2013),"Sven Lončarić, Siniša Šegvić",http://arxiv.org/pdf/1310.0319v3,No journal ref found,none,cs.CV,Summary17479,1310.0365v1,2013-10-01T16:06:00Z,The complex-valued encoding for dicision-making based on aliasing data,"P. A. Golovinski, V. A. Astapenko",http://arxiv.org/pdf/1310.0365v1,No journal ref found,none,cs.CV,Summary17480,1310.1257v1,2013-08-10T13:00:39Z,Second order scattering descriptors predict fMRI activity due to visual textures,"Michael Eickenberg, Fabian Pedregosa, Senoussi Mehdi, Alexandre Gramfort, Bertrand Thirion",http://arxiv.org/pdf/1310.1257v1,No journal ref found,none,cs.CV,Summary17481,1310.1531v1,2013-10-06T02:48:17Z,DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition,"Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, Trevor Darrell",http://arxiv.org/pdf/1310.1531v1,No journal ref found,none,cs.CV,Summary17482,1310.1690v1,2013-10-07T07:32:17Z,Online Unsupervised Feature Learning for Visual Tracking,"Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel",http://arxiv.org/pdf/1310.1690v1,No journal ref found,none,cs.CV,Summary17483,1310.1771v1,2013-10-07T13:17:09Z,"Potts model, parametric maxflow and k-submodular functions","Igor Gridchyn, Vladimir Kolmogorov",http://arxiv.org/pdf/1310.1771v1,No journal ref found,none,cs.CV,Summary17484,1310.1811v1,2013-10-07T15:08:53Z,End-to-End Text Recognition with Hybrid HMM Maxout Models,"Ouais Alsharif, Joelle Pineau",http://arxiv.org/pdf/1310.1811v1,No journal ref found,none,cs.CV,Summary17485,1310.2050v1,2013-10-08T09:04:34Z,A State Of the Art Report on Research in Multiple RGB-D sensor Setups,Kai Berger,http://arxiv.org/pdf/1310.2050v1,No journal ref found,none,cs.CV,Summary17486,1310.2053v1,2013-10-08T09:16:56Z,The role of RGB-D benchmark datasets: an overview,Kai Berger,http://arxiv.org/pdf/1310.2053v1,No journal ref found,none,cs.CV,Summary17487,1310.2085v1,2013-10-08T10:44:58Z,A Robust Variational Model for Positive Image Deconvolution,Martin Welk,http://arxiv.org/pdf/1310.2085v1,No journal ref found,none,cs.CV,Summary17488,1310.2418v3,2013-10-09T09:58:41Z,Linear Algorithm for Digital Euclidean Connected Skeleton,"Aurélie Leborgne, Julien Mille, Laure Tougne",http://arxiv.org/pdf/1310.2418v3,No journal ref found,none,cs.CV,Summary17489,1310.2916v2,2013-10-10T18:49:57Z,From Shading to Local Shape,"Ying Xiong, Ayan Chakrabarti, Ronen Basri, Steven J. Gortler, David W. Jacobs, Todd Zickler",http://arxiv.org/pdf/1310.2916v2,IEEE Trans. PAMI 37 (2015) 67-79,none,cs.CV,Summary17490,1310.3233v1,2013-10-10T00:32:01Z,Bayesian Estimation of White Matter Atlas from High Angular Resolution Diffusion Imaging,"Jia Du, Alvina Goh, Anqi Qiu",http://arxiv.org/pdf/1310.3233v1,No journal ref found,none,cs.CV,Summary17491,1310.3366v1,2013-10-12T12:53:01Z,PCG-Cut: Graph Driven Segmentation of the Prostate Central Gland,Jan Egger,http://arxiv.org/pdf/1310.3366v1,PLoS ONE 8(10): e76645 (2013),none,cs.CV,Summary17492,1310.3399v2,2013-10-12T16:04:35Z,An Improved K-means Clustering Based Approach to Detect a DNA Structure in H&E Image of Mouse Tissue Reacted with CD4-Green Antigen,"B U V Prashanth, P Narahari Sastry, V Rajesh",http://arxiv.org/pdf/1310.3399v2,No journal ref found,none,cs.CV,Summary17493,1310.3452v1,2013-10-13T06:58:57Z,Dense Scattering Layer Removal,"Qiong Yan, Li Xu, Jiaya Jia",http://arxiv.org/pdf/1310.3452v1,No journal ref found,none,cs.CV,Summary17494,1310.3717v1,2013-10-14T15:19:45Z,Misfire Detection in IC Engine using Kstar Algorithm,"Anish Bahri, V Sugumaran, S Babu Devasenapati",http://arxiv.org/pdf/1310.3717v1,No journal ref found,none,cs.CV,Summary17495,1310.4217v1,2013-10-15T21:41:17Z,Optimal Sensor Placement and Enhanced Sparsity for Classification,"B. W. Brunton, S. L. Brunton, J. L. Proctor, J. N. Kutz",http://arxiv.org/pdf/1310.4217v1,No journal ref found,none,cs.CV,Summary17496,1310.4759v1,2013-10-17T16:11:53Z,Fine-grained Categorization -- Short Summary of our Entry for the ImageNet Challenge 2012,"Christoph Göring, Alexander Freytag, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1310.4759v1,No journal ref found,none,cs.CV,Summary17497,1310.4822v2,2013-10-17T19:52:50Z,Principal motion components for gesture recognition using a single-example,"Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan",http://arxiv.org/pdf/1310.4822v2,No journal ref found,none,cs.CV,Summary17498,1310.4891v1,2013-10-18T03:04:47Z,Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution,"Mehrtash Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell",http://arxiv.org/pdf/1310.4891v1,No journal ref found,none,cs.CV,Summary17499,1310.5107v1,2013-10-18T17:49:45Z,Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods,"Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson",http://arxiv.org/pdf/1310.5107v1,No journal ref found,none,cs.CV,Summary17500,1310.5542v1,2013-10-21T13:48:52Z,Ship Detection and Segmentation using Image Correlation,"Alexander Kadyrov, Hui Yu, Honghai Liu",http://arxiv.org/pdf/1310.5542v1,No journal ref found,none,cs.CV,Summary17501,1310.5619v1,2013-10-21T16:04:25Z,Devnagari Handwritten Numeral Recognition using Geometric Features and Statistical Combination Classifier,"Vikas J. Dongre, Vijay H. Mankar",http://arxiv.org/pdf/1310.5619v1,"International Journal on Computer Science and Engineering (IJCSE) ISSN : 0975-3397, Vol. 5 No. 10 pp. 856-863, Oct 2013",none,cs.CV,Summary17502,1310.5767v1,2013-10-22T00:38:59Z,Contextual Hypergraph Modelling for Salient Object Detection,"Xi Li, Yao Li, Chunhua Shen, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1310.5767v1,No journal ref found,none,cs.CV,Summary17503,1310.5965v1,2013-10-22T15:44:51Z,Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1310.5965v1,No journal ref found,none,cs.CV,Summary17504,1310.5999v1,2013-10-22T17:58:52Z,Improvement of Automatic Hemorrhages Detection Methods Using Shapes Recognition,"Nidhal Khdhair El Abbadi, Enas Hamood Al Saadi",http://arxiv.org/pdf/1310.5999v1,"Journal of Computer Science 9 (9): 1205-1210, 2013",none,cs.CV,Summary17505,1310.6063v1,2013-10-22T21:39:25Z,Word Spotting in Cursive Handwritten Documents using Modified Character Shape Codes,Sayantan Sarkar,http://arxiv.org/pdf/1310.6063v1,No journal ref found,none,cs.CV,Summary17506,1310.6066v1,2013-10-22T21:45:26Z,Skin Segmentation based Elastic Bunch Graph Matching for efficient multiple Face Recognition,Sayantan Sarkar,http://arxiv.org/pdf/1310.6066v1,No journal ref found,none,cs.CV,Summary17507,1310.6092v1,2013-10-23T02:05:02Z,A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging,"Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky",http://arxiv.org/pdf/1310.6092v1,"Int J CARS, Vol. 5, Suppl. 1, pp. 47-48, Springer Press, June 2010",none,cs.CV,Summary17508,1310.6376v1,2013-10-23T20:10:36Z,Can Facial Uniqueness be Inferred from Impostor Scores?,"Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers",http://arxiv.org/pdf/1310.6376v1,No journal ref found,none,cs.CV,Summary17509,1310.6654v1,2013-10-24T16:11:28Z,Pseudo vs. True Defect Classification in Printed Circuits Boards using Wavelet Features,"Sahil Sikka, Karan Sikka, M. K. Bhuyan, Yuji Iwahori",http://arxiv.org/pdf/1310.6654v1,No journal ref found,none,cs.CV,Summary17510,1310.6736v1,2013-10-24T01:50:24Z,Fast 3D Salient Region Detection in Medical Images using GPUs,"Rahul Thota, Sharan Vaswani, Amit Kale, Nagavijayalakshmi Vydyanathan",http://arxiv.org/pdf/1310.6736v1,No journal ref found,none,cs.CV,Summary17511,1310.6808v1,2013-10-25T02:37:44Z,Gender Classification Using Gradient Direction Pattern,Mohammad shahidul Islam,http://arxiv.org/pdf/1310.6808v1,"Sci.Int(Lahore),25(4),797-799,2013 ISSN 1013-5316; CODEN: SINTE 8",none,cs.CV,Summary17512,1310.7114v1,2013-10-26T14:21:06Z,Efficient Information Theoretic Clustering on Discrete Lattices,"Christian Bauckhage, Kristian Kersting",http://arxiv.org/pdf/1310.7114v1,No journal ref found,none,cs.CV,Summary17513,1310.7170v2,2013-10-27T07:56:24Z,Object Recognition System Design in Computer Vision: a Universal Approach,Andrew Gleibman,http://arxiv.org/pdf/1310.7170v2,No journal ref found,none,cs.CV,Summary17514,1310.7440v1,2013-10-09T08:29:32Z,Neural perceptual model to global-local vision for recognition of the logical structure of administrative documents,Boulbaba Ben Ammar,http://arxiv.org/pdf/1310.7440v1,No journal ref found,none,cs.CV,Summary17515,1310.7447v1,2013-08-14T21:52:32Z,Impulse Noise Removal In Speech Using Wavelets,R. C. Nongpiur,http://arxiv.org/pdf/1310.7447v1,No journal ref found,none,cs.CV,Summary17516,1310.7448v1,2013-09-16T07:52:16Z,An iterative algorithm for computed tomography image reconstruction from limited-angle projections,"Yuli Sun, Jinxu Tao, Conggui Liu",http://arxiv.org/pdf/1310.7448v1,No journal ref found,none,cs.CV,Summary17517,1311.0162v1,2013-11-01T12:20:17Z,Iterative Bilateral Filtering of Polarimetric SAR Data,"Olivier DHondt, Stéphane Guillaso, Olaf Hellwich",http://arxiv.org/pdf/1311.0162v1,"Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of (Volume:6, Issue: 3 ) 2013",none,cs.CV,Summary17518,1311.1223v1,2013-11-05T21:13:14Z,Quality Assessment of Pixel-Level ImageFusion Using Fuzzy Logic,"Srinivasa Rao Dammavalam, Seetha Maddala, M. H. M. Krishna Prasad",http://arxiv.org/pdf/1311.1223v1,"International Journal on Soft Computing ( IJSC) Vol.3, No.1, February 2012",none,cs.CV,Summary17519,1311.1279v1,2013-11-06T03:16:21Z,Face Recognition via Globality-Locality Preserving Projections,"Sheng Huang, Dan Yang, Fei Yang, Yongxin Ge, Xiaohong Zhang, Jiwen Lu",http://arxiv.org/pdf/1311.1279v1,No journal ref found,none,cs.CV,Summary17520,1311.1694v1,2013-11-07T14:37:06Z,Biometric Signature Processing & Recognition Using Radial Basis Function Network,"Ankit Chadha, Neha Satam, Vibha Wali",http://arxiv.org/pdf/1311.1694v1,No journal ref found,none,cs.CV,Summary17521,1311.1838v2,2013-11-07T22:08:24Z,Efficient Regularization of Squared Curvature,"Claudia Nieuwenhuis, Eno Toeppe, Lena Gorelick, Olga Veksler, Yuri Boykov",http://arxiv.org/pdf/1311.1838v2,No journal ref found,none,cs.CV,Summary17522,1311.1856v2,2013-11-08T00:29:44Z,Submodularization for Quadratic Pseudo-Boolean Optimization,"Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong",http://arxiv.org/pdf/1311.1856v2,No journal ref found,none,cs.CV,Summary17523,1311.1939v1,2013-11-08T11:29:15Z,Fast Tracking via Spatio-Temporal Context Learning,"Kaihua Zhang, Lei Zhang, Ming-Hsuan Yang, David Zhang",http://arxiv.org/pdf/1311.1939v1,No journal ref found,none,cs.CV,Summary17524,1311.2014v1,2013-11-08T16:27:19Z,A new stopping criterion for the mean shift iterative algorithm,"Roberto Rodríguez, Esley Torres, Yasel Garcés, Osvaldo Pereira, Humberto Sossa",http://arxiv.org/pdf/1311.2014v1,No journal ref found,none,cs.CV,Summary17525,1311.2102v1,2013-11-08T22:49:07Z,An Experimental Comparison of Trust Region and Level Sets,"Lena Gorelick, Ismail BenAyed, Frank R. Schmidt, Yuri Boykov",http://arxiv.org/pdf/1311.2102v1,No journal ref found,none,cs.CV,Summary17526,1311.2191v2,2013-11-09T17:53:22Z,Neighborhood filters and the decreasing rearrangement,"Gonzalo Galiano, Julián Velasco",http://arxiv.org/pdf/1311.2191v2,No journal ref found,none,cs.CV,Summary17527,1311.2492v1,2013-11-11T16:45:03Z,Notes on Elementary Spectral Graph Theory. Applications to Graph Clustering Using Normalized Cuts,Jean Gallier,http://arxiv.org/pdf/1311.2492v1,No journal ref found,none,cs.CV,Summary17528,1311.2524v5,2013-11-11T18:43:49Z,Rich feature hierarchies for accurate object detection and semantic segmentation,"Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik",http://arxiv.org/pdf/1311.2524v5,No journal ref found,none,cs.CV,Summary17529,1311.2621v1,2013-11-11T21:42:51Z,Determining Leishmania Infection Levels by Automatic Analysis of Microscopy Images,P. A Nogueira,http://arxiv.org/pdf/1311.2621v1,No journal ref found,none,cs.CV,Summary17530,1311.2626v5,2013-11-11T21:53:28Z,Second-order Shape Optimization for Geometric Inverse Problems in Vision,"J. Balzer, S. Soatto",http://arxiv.org/pdf/1311.2626v5,No journal ref found,none,cs.CV,Summary17531,1311.2642v1,2013-11-11T22:59:33Z,Volumetric Reconstruction Applied to Perceptual Studies of Size and Weight,"J. Balzer, M. Peters, S. Soatto",http://arxiv.org/pdf/1311.2642v1,No journal ref found,none,cs.CV,Summary17532,1311.2901v3,2013-11-12T20:02:22Z,Visualizing and Understanding Convolutional Networks,"Matthew D Zeiler, Rob Fergus",http://arxiv.org/pdf/1311.2901v3,No journal ref found,none,cs.CV,Summary17533,1311.3076v1,2013-11-13T10:50:14Z,An Efficient Method for Recognizing the Low Quality Fingerprint Verification by Means of Cross Correlation,"V. Karthikeyan, V. J. Vijayalakshmi",http://arxiv.org/pdf/1311.3076v1,No journal ref found,none,cs.CV,Summary17534,1311.3269v1,2013-11-13T19:46:06Z,On a non-local spectrogram for denoising one-dimensional signals,"Gonzalo Galiano, Julián Velasco",http://arxiv.org/pdf/1311.3269v1,No journal ref found,none,cs.CV,Summary17535,1311.3318v1,2013-11-13T21:58:55Z,A Study of Actor and Action Semantic Retention in Video Supervoxel Segmentation,"Chenliang Xu, Richard F. Doell, Stephen José Hanson, Catherine Hanson, Jason J. Corso",http://arxiv.org/pdf/1311.3318v1,No journal ref found,none,cs.CV,Summary17536,1311.3405v2,2013-11-14T07:54:28Z,The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive Video,"Tom Goldstein, Lina Xu, Kevin F. Kelly, Richard Baraniuk",http://arxiv.org/pdf/1311.3405v2,No journal ref found,none,cs.CV,Summary17537,1311.3618v2,2013-11-14T19:28:35Z,Describing Textures in the Wild,"Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos, Sammy Mohamed, Andrea Vedaldi",http://arxiv.org/pdf/1311.3618v2,No journal ref found,none,cs.CV,Summary17538,1311.3715v3,2013-11-15T03:37:50Z,Recognizing Image Style,"Sergey Karayev, Matthew Trentacoste, Helen Han, Aseem Agarwala, Trevor Darrell, Aaron Hertzmann, Holger Winnemoeller",http://arxiv.org/pdf/1311.3715v3,No journal ref found,none,cs.CV,Summary17539,1311.3808v1,2013-11-15T11:02:39Z,Periodicity Extraction using Superposition of Distance Matching Function and One-dimensional Haar Wavelet Transform,"V. Asha, N. U. Bhajantri, P. Nagabhushan",http://arxiv.org/pdf/1311.3808v1,No journal ref found,none,cs.CV,Summary17540,1311.4029v2,2013-11-16T07:34:48Z,Blind Deconvolution with Non-local Sparsity Reweighting,"Dilip Krishnan, Joan Bruna, Rob Fergus",http://arxiv.org/pdf/1311.4029v2,No journal ref found,none,cs.CV,Summary17541,1311.4033v1,2013-11-16T08:10:56Z,A Comparative Study of Histogram Equalization Based Image Enhancement Techniques for Brightness Preservation and Contrast Enhancement,"Omprakash Patel, Yogendra P. S. Maravi, Sanjeev Sharma",http://arxiv.org/pdf/1311.4033v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.4, No.5, October 2013",none,cs.CV,Summary17542,1311.4082v3,2013-11-16T17:49:31Z,"Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?","Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio",http://arxiv.org/pdf/1311.4082v3,No journal ref found,none,cs.CV,Summary17543,1311.4963v2,2013-11-20T06:22:53Z,Comparative Study Of Image Edge Detection Algorithms,"Shubham Saini, Bhavesh Kasliwal, Shraey Bhatia",http://arxiv.org/pdf/1311.4963v2,No journal ref found,none,cs.CV,Summary17544,1311.5590v1,2013-11-21T21:36:23Z,Adaptive Learning of Region-based pLSA Model for Total Scene Annotation,"Yuzhu Zhou, Le Li, Honggang Zhang",http://arxiv.org/pdf/1311.5590v1,No journal ref found,none,cs.CV,Summary17545,1311.5591v2,2013-11-21T21:43:12Z,PANDA: Pose Aligned Networks for Deep Attribute Modeling,"Ning Zhang, Manohar Paluri, MarcAurelio Ranzato, Trevor Darrell, Lubomir Bourdev",http://arxiv.org/pdf/1311.5591v2,No journal ref found,none,cs.CV,Summary17546,1311.6007v1,2013-11-23T15:40:37Z,Dynamic Model of Facial Expression Recognition based on Eigen-face Approach,"Nikunj Bajaj, Aurobinda Routray, S L Happy",http://arxiv.org/pdf/1311.6007v1,No journal ref found,none,cs.CV,Summary17547,1311.6048v1,2013-11-23T20:38:50Z,On the Design and Analysis of Multiple View Descriptors,"Jingming Dong, Jonathan Balzer, Damek Davis, Joshua Hernandez, Stefano Soatto",http://arxiv.org/pdf/1311.6048v1,No journal ref found,none,cs.CV,Summary17548,1311.6049v1,2013-11-23T20:52:05Z,Skin Texture Recognition Using Neural Networks,"Nidhal K. El Abbadi, Nazar Dahir, Zaid Abd Alkareem",http://arxiv.org/pdf/1311.6049v1,No journal ref found,none,cs.CV,Summary17549,1311.6500v1,2013-11-11T20:32:50Z,Stitched Panoramas from Toy Airborne Video Cameras,Camille Goudeseune,http://arxiv.org/pdf/1311.6500v1,No journal ref found,none,cs.CV,Summary17550,1311.6740v1,2013-11-19T08:38:50Z,Hilditchs Algorithm Based Tamil Character Recognition,V. Karthikeyan,http://arxiv.org/pdf/1311.6740v1,No journal ref found,none,cs.CV,Summary17551,1311.6758v1,2013-11-24T16:59:19Z,Detection of Partially Visible Objects,"Patrick Ott, Mark Everingham, Jiri Matas",http://arxiv.org/pdf/1311.6758v1,No journal ref found,none,cs.CV,Summary17552,1311.6887v2,2013-11-27T07:39:27Z,Modeling Radiometric Uncertainty for Vision with Tone-mapped Color Images,"Ayan Chakrabarti, Ying Xiong, Baochen Sun, Trevor Darrell, Daniel Scharstein, Todd Zickler, Kate Saenko",http://arxiv.org/pdf/1311.6887v2,IEEE Trans. PAMI 36 (2014) 2185-2198,none,cs.CV,Summary17553,1311.6932v1,2013-11-27T11:06:05Z,A novel framework for image forgery localization,"Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva",http://arxiv.org/pdf/1311.6932v1,No journal ref found,none,cs.CV,Summary17554,1311.6934v1,2013-11-27T11:17:55Z,Image forgery detection based on the fusion of machine learning and block-matching methods,"Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva",http://arxiv.org/pdf/1311.6934v1,No journal ref found,none,cs.CV,Summary17555,1311.7186v1,2013-11-28T01:54:50Z,A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation,"Srimal Jayawardena, Marcus Hutter, Nathan Brewer",http://arxiv.org/pdf/1311.7186v1,No journal ref found,none,cs.CV,Summary17556,1311.7327v1,2013-11-28T14:25:43Z,Unobtrusive Low Cost Pupil Size Measurements using Web cameras,"Sergios Petridis, Theodoros Giannakopoulos, Costantine D. Spyropoulos",http://arxiv.org/pdf/1311.7327v1,No journal ref found,none,cs.CV,Summary17557,1312.0072v1,2013-11-30T07:09:17Z,Improving Texture Categorization with Biologically Inspired Filtering,"Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia",http://arxiv.org/pdf/1312.0072v1,No journal ref found,none,cs.CV,Summary17558,1312.0760v1,2013-12-03T10:27:59Z,Template-Based Active Contours,"Jayanth Krishna Mogali, Adithya Kumar Pediredla, Chandra Sekhar Seelamantula",http://arxiv.org/pdf/1312.0760v1,No journal ref found,none,cs.CV,Summary17559,1312.0852v1,2013-12-03T15:25:07Z,Feature Extraction of Human Lip Prints,"Samir Kumar Bandyopadhyay, S Arunkumar, Saptarshi Bhattacharjee",http://arxiv.org/pdf/1312.0852v1,Journal of Current Computer Science and Technology Vol. 2 Issue 1 [2012] 01-08,none,cs.CV,Summary17560,1312.1461v1,2013-12-05T07:56:50Z,Multi-Sensor Image Fusion Based on Moment Calculation,"Sourav Pramanik, Debotosh Bhattacharjee",http://arxiv.org/pdf/1312.1461v1,"IEEE International Conference on Parallel, Distributed and Grid Computing-PDGC, 2012",none,cs.CV,Summary17561,1312.1462v1,2013-12-05T08:02:08Z,Geometric Feature Based Face-Sketch Recognition,"Sourav Pramanik, Debotosh Bhattacharjee",http://arxiv.org/pdf/1312.1462v1,"IEEE International Conf on Pattern Recognition, Informatics and Medical Engineering,PRIME-2012,March 21-23",none,cs.CV,Summary17562,1312.1512v1,2013-12-05T11:59:31Z,"An adaptive block based integrated LDP,GLCM,and Morphological features for Face Recognition","Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1512v1,"International Journal of Research and Reviews in Computer Science-IJRRCS,2011 ISSN: 2079-2557, Vol. 2, No. 5, October 2011",none,cs.CV,Summary17563,1312.1517v1,2013-12-05T12:20:10Z,A Gabor block based Kernel Discriminative Common Vector (KDCV) approach using cosine kernels for Human Face Recognition,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1517v1,No journal ref found,none,cs.CV,Summary17564,1312.1520v1,2013-12-05T12:32:36Z,A Face Recognition approach based on entropy estimate of the nonlinear DCT features in the Logarithm Domain together with Kernel Entropy Component Analysis,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1520v1,No journal ref found,none,cs.CV,Summary17565,1312.1681v1,2013-12-05T06:43:59Z,An Approach: Modality Reduction and Face-Sketch Recognition,"Sourav Pramanik, Dr. Debotosh Bhattacharjee",http://arxiv.org/pdf/1312.1681v1,"International Journal of Computational Intelligence and Informatics, Vol.1: No. 2, July-September 2011",none,cs.CV,Summary17566,1312.1683v1,2013-12-05T12:09:48Z,Face Recognition using Hough Peaks extracted from the significant blocks of the Gradient Image,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1683v1,"International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 2, Issue 1, January 2012",none,cs.CV,Summary17567,1312.1684v1,2013-12-05T12:27:06Z,High Performance Human Face Recognition using Gabor based Pseudo Hidden Markov Model,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1684v1,"International Journal of Applied Evolutionary Computation, 2013 4(1), 81-102, January-March 2013",none,cs.CV,Summary17568,1312.1685v1,2013-12-05T12:36:11Z,Human Face Recognition using Gabor based Kernel Entropy Component Analysis,"Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu",http://arxiv.org/pdf/1312.1685v1,No journal ref found,none,cs.CV,Summary17569,1312.1931v2,2013-12-06T17:17:00Z,Multi-frame denoising of high speed optical coherence tomography data using inter-frame and intra-frame priors,"Liheng Bian, Jinli Suo, Feng Chen, Qionghai Dai",http://arxiv.org/pdf/1312.1931v2,No journal ref found,none,cs.CV,Summary17570,1312.2383v1,2013-12-09T11:14:21Z,On the Performance of Filters for Reduction of Speckle Noise in SAR Images off the Coast of the Gulf of Guinea,"Griffith S. Klogo, Akpeko Gasonoo, Isaac K. E. Ampomah",http://arxiv.org/pdf/1312.2383v1,No journal ref found,none,cs.CV,Summary17571,1312.3035v1,2013-12-11T04:59:49Z,Heat kernel coupling for multiple graph analysis,"Michael M. Bronstein, Klaus Glashoff",http://arxiv.org/pdf/1312.3035v1,No journal ref found,none,cs.CV,Summary17572,1312.3061v1,2013-12-11T08:02:09Z,Fast Approximate $K$-Means via Cluster Closures,"Jingdong Wang, Jing Wang, Qifa Ke, Gang Zeng, Shipeng Li",http://arxiv.org/pdf/1312.3061v1,No journal ref found,none,cs.CV,Summary17573,1312.3062v1,2013-12-11T08:02:29Z,Fast Neighborhood Graph Search using Cartesian Concatenation,"Jingdong Wang, Jing Wang, Gang Zeng, Rui Gan, Shipeng Li, Baining Guo",http://arxiv.org/pdf/1312.3062v1,No journal ref found,none,cs.CV,Summary17574,1312.3199v1,2013-12-11T15:00:53Z,Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography,"Raheleh Kafieh, Hossein Rabbani, Fedra Hajizadeh, Michael D. Abramoff, Milan Sonka",http://arxiv.org/pdf/1312.3199v1,No journal ref found,none,cs.CV,Summary17575,1312.3240v2,2013-12-11T16:59:21Z,Associative embeddings for large-scale knowledge transfer with self-assessment,"Alexander Vezhnevets, Vittorio Ferrari",http://arxiv.org/pdf/1312.3240v2,No journal ref found,none,cs.CV,Summary17576,1312.3787v2,2013-12-13T12:25:09Z,Analysis and Understanding of Various Models for Efficient Representation and Accurate Recognition of Human Faces,"Dharini S., Guru Prasad M., Hari haran. V., Kiran Tej J. L., Kunal Ghosh",http://arxiv.org/pdf/1312.3787v2,No journal ref found,none,cs.CV,Summary17577,1312.4074v1,2013-12-14T18:11:33Z,Clustering using Vector Membership: An Extension of the Fuzzy C-Means Algorithm,"Srinjoy Ganguly, Digbalay Bose, Amit Konar",http://arxiv.org/pdf/1312.4074v1,"Proceedings of the IEEE International Conference on Advanced Computing (ICoAC)-2013, pp.XX-XX,Chennai, India, 18 - 20 December (2013)",none,cs.CV,Summary17578,1312.4124v1,2013-12-15T08:54:45Z,A robust Iris recognition method on adverse conditions,"Maryam Soltanali Khalili, Hamed Sadjedi",http://arxiv.org/pdf/1312.4124v1,"International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.3,No.5,October 2013",none,cs.CV,Summary17579,1312.4190v2,2013-12-15T20:58:21Z,One-Shot-Learning Gesture Recognition using HOG-HOF Features,"Jakub Konečný, Michal Hagara",http://arxiv.org/pdf/1312.4190v2,No journal ref found,none,cs.CV,Summary17580,1312.4659v3,2013-12-17T06:36:10Z,DeepPose: Human Pose Estimation via Deep Neural Networks,"Alexander Toshev, Christian Szegedy",http://arxiv.org/pdf/1312.4659v3,No journal ref found,none,cs.CV,Summary17581,1312.4740v2,2013-12-17T12:11:04Z,Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data,"Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao",http://arxiv.org/pdf/1312.4740v2,No journal ref found,none,cs.CV,Summary17582,1312.4746v1,2013-12-17T12:35:19Z,Co-Sparse Textural Similarity for Image Segmentation,"Claudia Nieuwenhuis, Daniel Cremers, Simon Hawe, Martin Kleinsteuber",http://arxiv.org/pdf/1312.4746v1,No journal ref found,none,cs.CV,Summary17583,1312.4752v1,2013-12-17T12:41:39Z,BW - Eye Ophthalmologic decision support system based on clinical workflow and data mining techniques-image registration algorithm,Ricardo Martins,http://arxiv.org/pdf/1312.4752v1,No journal ref found,none,cs.CV,Summary17584,1312.4894v2,2013-12-17T19:00:50Z,Deep Convolutional Ranking for Multilabel Image Annotation,"Yunchao Gong, Yangqing Jia, Thomas Leung, Alexander Toshev, Sergey Ioffe",http://arxiv.org/pdf/1312.4894v2,No journal ref found,none,cs.CV,Summary17585,1312.5047v3,2013-12-18T06:04:26Z,Stable Camera Motion Estimation Using Convex Programming,"Onur Ozyesil, Amit Singer, Ronen Basri",http://arxiv.org/pdf/1312.5047v3,No journal ref found,none,cs.CV,Summary17586,1312.5402v1,2013-12-19T04:23:23Z,Some Improvements on Deep Convolutional Neural Network Based Image Classification,Andrew G. Howard,http://arxiv.org/pdf/1312.5402v1,No journal ref found,none,cs.CV,Summary17587,1312.5568v1,2013-12-19T14:41:29Z,An Adaptive Dictionary Learning Approach for Modeling Dynamical Textures,"Xian Wei, Hao Shen, Martin Kleinsteuber",http://arxiv.org/pdf/1312.5568v1,No journal ref found,none,cs.CV,Summary17588,1312.5785v3,2013-12-20T00:37:16Z,EXMOVES: Classifier-based Features for Scalable Action Recognition,"Du Tran, Lorenzo Torresani",http://arxiv.org/pdf/1312.5785v3,No journal ref found,none,cs.CV,Summary17589,1312.5940v3,2013-12-20T13:48:20Z,Generic Deep Networks with Wavelet Scattering,"Edouard Oyallon, Stéphane Mallat, Laurent Sifre",http://arxiv.org/pdf/1312.5940v3,No journal ref found,none,cs.CV,Summary17590,1312.6024v1,2013-12-20T16:37:46Z,Occupancy Detection in Vehicles Using Fisher Vector Image Representation,"Yusuf Artan, Peter Paul",http://arxiv.org/pdf/1312.6024v1,No journal ref found,none,cs.CV,Summary17591,1312.6034v2,2013-12-20T16:45:54Z,Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps,"Karen Simonyan, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1312.6034v2,No journal ref found,none,cs.CV,Summary17592,1312.6082v4,2013-12-20T19:25:44Z,Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks,"Ian J. Goodfellow, Yaroslav Bulatov, Julian Ibarz, Sacha Arnoud, Vinay Shet",http://arxiv.org/pdf/1312.6082v4,No journal ref found,none,cs.CV,Summary17593,1312.6095v2,2013-12-20T20:12:07Z,Multi-View Priors for Learning Detectors from Sparse Viewpoint Data,"Bojan Pepik, Michael Stark, Peter Gehler, Bernt Schiele",http://arxiv.org/pdf/1312.6095v2,No journal ref found,none,cs.CV,Summary17594,1312.6110v3,2013-12-20T20:50:43Z,Learning Generative Models with Visual Attention,"Yichuan Tang, Nitish Srivastava, Ruslan Salakhutdinov",http://arxiv.org/pdf/1312.6110v3,No journal ref found,none,cs.CV,Summary17595,1312.6150v1,2013-12-16T17:56:11Z,A Review on Automated Brain Tumor Detection and Segmentation from MRI of Brain,"Sudipta Roy, Sanjay Nag, Indra Kanta Maitra, Samir Kumar Bandyopadhyay",http://arxiv.org/pdf/1312.6150v1,"International Journal of Advanced Research in Computer Science and Software Engineering, 2013",none,cs.CV,Summary17596,1312.6159v1,2013-12-20T21:59:03Z,Learned versus Hand-Designed Feature Representations for 3d Agglomeration,"John A. Bogovic, Gary B. Huang, Viren Jain",http://arxiv.org/pdf/1312.6159v1,No journal ref found,none,cs.CV,Summary17597,1312.6219v1,2013-12-21T07:55:08Z,Extracting Region of Interest for Palm Print Authentication,Kasturika B. Ray,http://arxiv.org/pdf/1312.6219v1,"IJASCSE Journal, Volume 2, Issue 6, December2013",none,cs.CV,Summary17598,1312.6229v4,2013-12-21T09:52:33Z,"OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks","Pierre Sermanet, David Eigen, Xiang Zhang, Michael Mathieu, Rob Fergus, Yann LeCun",http://arxiv.org/pdf/1312.6229v4,No journal ref found,none,cs.CV,Summary17599,1312.6370v1,2013-12-22T12:08:20Z,An Efficient Edge Detection Technique by Two Dimensional Rectangular Cellular Automata,"Jahangir Mohammed, Deepak Ranjan Nayak",http://arxiv.org/pdf/1312.6370v1,No journal ref found,none,cs.CV,Summary17600,1312.6410v1,2013-12-22T18:04:54Z,A Survey on Eye-Gaze Tracking Techniques,"H. R. Chennamma, Xiaohui Yuan",http://arxiv.org/pdf/1312.6410v1,"Indian Journal of Computer Science and Engineering, ISSN : 0976-5166, Vol. 4, No. 5, Oct-Nov 2013, pp. 388-393",none,cs.CV,Summary17601,1312.6506v2,2013-12-23T10:09:12Z,Top Down Approach to Multiple Plane Detection,"Prateek Singhal, Aditya Deshpande, N Dinesh Reddy, K Madhava Krishna",http://arxiv.org/pdf/1312.6506v2,No journal ref found,none,cs.CV,Summary17602,1312.6826v1,2013-12-24T14:35:15Z,3D Interest Point Detection via Discriminative Learning,"Leizer Teran, Philippos Mordohai",http://arxiv.org/pdf/1312.6826v1,No journal ref found,none,cs.CV,Summary17603,1312.6834v1,2013-12-15T15:43:52Z,Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm,"P. Kiran Sree, I. Ramesh Babu",http://arxiv.org/pdf/1312.6834v1,No journal ref found,none,cs.CV,Summary17604,1312.7085v1,2013-12-26T10:55:14Z,Finding More Relevance: Propagating Similarity on Markov Random Field for Image Retrieval,"Peng Lu, Xujun Peng, Xinshan Zhu, Xiaojie Wang",http://arxiv.org/pdf/1312.7085v1,No journal ref found,none,cs.CV,Summary17605,1312.7345v1,2013-12-26T14:55:19Z,Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods,"M. Emre Celebi, Quan Wen, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer",http://arxiv.org/pdf/1312.7345v1,Skin Research and Technology 19 (2013) e252--e258,none,cs.CV,Summary17606,1312.7446v3,2013-12-28T16:09:59Z,Shape Primitive Histogram: A Novel Low-Level Face Representation for Face Recognition,"Sheng Huang, Dan Yang, Haopeng Zhang, Luwen Huangfu, Xiaohong Zhang",http://arxiv.org/pdf/1312.7446v3,No journal ref found,none,cs.CV,Summary17607,1312.7469v2,2013-12-28T20:12:17Z,Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition,"Sheng Huang, Dan Yang, Dong Yang, Ahmed Elgammal",http://arxiv.org/pdf/1312.7469v2,No journal ref found,none,cs.CV,Summary17608,1312.7557v1,2013-12-29T16:58:36Z,A Novel Retinal Vessel Segmentation Based On Histogram Transformation Using 2-D Morlet Wavelet and Supervised Classification,"Saeid Fazli, Sevin Samadi",http://arxiv.org/pdf/1312.7557v1,No journal ref found,none,cs.CV,Summary17609,1312.7570v1,2013-12-29T18:49:04Z,Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition,"Stefan Mathe, Cristian Sminchisescu",http://arxiv.org/pdf/1312.7570v1,No journal ref found,none,cs.CV,Summary17610,1312.7573v1,2013-12-29T19:12:52Z,A Novel Method for Automatic Segmentation of Brain Tumors in MRI Images,"Saeid Fazli, Parisa Nadirkhanlou",http://arxiv.org/pdf/1312.7573v1,No journal ref found,none,cs.CV,Summary17611,1312.7715v2,2013-12-30T13:44:53Z,Constrained Parametric Proposals and Pooling Methods for Semantic Segmentation in RGB-D Images,"Dan Banica, Cristian Sminchisescu",http://arxiv.org/pdf/1312.7715v2,No journal ref found,none,cs.CV,Summary17612,1401.0092v1,2013-12-31T04:48:43Z,A Novel Approach For Generating Face Template Using Bda,"Shraddha S. Shinde, Prof. Anagha P. Khedkar",http://arxiv.org/pdf/1401.0092v1,No journal ref found,none,cs.CV,Summary17613,1401.0395v1,2014-01-02T09:21:24Z,Hybrid Approach to Face Recognition System using Principle component and Independent component with score based fusion process,Trupti M. Kodinariya,http://arxiv.org/pdf/1401.0395v1,No journal ref found,none,cs.CV,Summary17614,1401.0486v1,2014-01-02T17:58:27Z,A Hybrid NN/HMM Modeling Technique for Online Arabic Handwriting Recognition,"Najiba Tagougui, Houcine Boubaker, Monji Kherallah, Adel M. ALIMI",http://arxiv.org/pdf/1401.0486v1,International Journal of Computational Linguistics Research Volume 4 Number 3 September 2013 pp. 107-118,none,cs.CV,Summary17615,1401.0583v1,2014-01-03T04:01:29Z,Adaptive-Rate Compressive Sensing Using Side Information,"Garrett Warnell, Sourabh Bhattacharya, Rama Chellappa, Tamer Basar",http://arxiv.org/pdf/1401.0583v1,No journal ref found,none,cs.CV,Summary17616,1401.0689v5,2014-01-02T18:12:05Z,Machine Assisted Authentication of Paper Currency: an Experiment on Indian Banknotes,"Ankush Roy, Biswajit Halder, Utpal Garain, David S. Doermann",http://arxiv.org/pdf/1401.0689v5,No journal ref found,none,cs.CV,Summary17617,1401.0730v2,2014-01-03T21:00:33Z,What is usual in unusual videos? Trajectory snippet histograms for discovering unusualness,"Ahmet Iscen, Anil Armagan, Pinar Duygulu",http://arxiv.org/pdf/1401.0730v2,"Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE Conference on",none,cs.CV,Summary17618,1401.0733v2,2014-01-03T21:15:13Z,ConceptVision: A Flexible Scene Classification Framework,"Ahmet Iscen, Eren Golge, Ilker Sarac, Pinar Duygulu",http://arxiv.org/pdf/1401.0733v2,No journal ref found,none,cs.CV,Summary17619,1401.1190v1,2014-01-06T20:25:26Z,Bangla Text Recognition from Video Sequence: A New Focus,"Souvik Bhowmick, Purnendu Banerjee",http://arxiv.org/pdf/1401.1190v1,"NATIONAL CONFERENCE ON COMPUTING AND SYSTEMS (NaCCS), pp. 62-67,2012",none,cs.CV,Summary17620,1401.1778v1,2014-01-08T19:10:55Z,Large Scale Visual Recommendations From Street Fashion Images,"Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan",http://arxiv.org/pdf/1401.1778v1,No journal ref found,none,cs.CV,Summary17621,1401.1990v1,2014-01-09T13:01:52Z,Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows,"R. F. Prates, G. Cámara-Chávez, William R. Schwartz, D. Menotti",http://arxiv.org/pdf/1401.1990v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 5, No 6, pp. 39-52, December 2013",none,cs.CV,Summary17622,1401.2058v1,2014-01-09T16:26:54Z,Gesture recognition based mouse events,Rachit Puri,http://arxiv.org/pdf/1401.2058v1,No journal ref found,none,cs.CV,Summary17623,1401.2416v1,2014-01-10T17:57:16Z,Satellite image classification and segmentation using non-additive entropy,"Lucas Assirati, Alexandre Souto Martinez, Odemir Martinez Bruno",http://arxiv.org/pdf/1401.2416v1,No journal ref found,none,cs.CV,Summary17624,1401.2529v3,2014-01-11T13:31:14Z,A Study of Image Analysis with Tangent Distance,"Elif Vural, Pascal Frossard",http://arxiv.org/pdf/1401.2529v3,No journal ref found,none,cs.CV,Summary17625,1401.2686v1,2014-01-13T00:19:34Z,A parameterless scale-space approach to find meaningful modes in histograms - Application to image and spectrum segmentation,"Jérôme Gilles, Kathryn Heal",http://arxiv.org/pdf/1401.2686v1,No journal ref found,none,cs.CV,Summary17626,1401.2804v1,2014-01-13T12:10:19Z,Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs,"Yunjin Chen, René Ranftl, Thomas Pock",http://arxiv.org/pdf/1401.2804v1,No journal ref found,none,cs.CV,Summary17627,1401.2871v1,2014-01-13T15:33:57Z,Tensor Representation and Manifold Learning Methods for Remote Sensing Images,Lefei Zhang,http://arxiv.org/pdf/1401.2871v1,No journal ref found,none,cs.CV,Summary17628,1401.2899v1,2014-01-08T15:17:04Z,Application of the Modified Fractal Signature Method for Terrain Classification from Synthetic Aperture Radar Images,"A. Malamou, C. Pandis, P. Frangos, P. Stefaneas, A. Karakasiliotis, D. Kodokostas",http://arxiv.org/pdf/1401.2899v1,No journal ref found,none,cs.CV,Summary17629,1401.3584v1,2013-11-20T07:51:59Z,Experiments of Distance Measurements in a Foliage Plant Retrieval System,"Abdul Kadir, Lukito Edi Nugroho, Adhi Susanto, Paulus Insap Santosa",http://arxiv.org/pdf/1401.3584v1,No journal ref found,none,cs.CV,Summary17630,1401.3700v2,2014-01-15T18:54:17Z,Convex Relaxations of SE(2) and SE(3) for Visual Pose Estimation,"Matanya B. Horowitz, Nikolai Matni, Joel W. Burdick",http://arxiv.org/pdf/1401.3700v2,No journal ref found,none,cs.CV,Summary17631,1401.4105v1,2014-01-16T17:49:45Z,Learning $\ell_1$-based analysis and synthesis sparsity priors using bi-level optimization,"Yunjin Chen, Thomas Pock, Horst Bischof",http://arxiv.org/pdf/1401.4105v1,No journal ref found,none,cs.CV,Summary17632,1401.4107v1,2014-01-16T17:58:21Z,Revisiting loss-specific training of filter-based MRFs for image restoration,"Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof",http://arxiv.org/pdf/1401.4107v1,No journal ref found,none,cs.CV,Summary17633,1401.4112v2,2014-01-16T18:10:56Z,A bi-level view of inpainting - based image compression,"Yunjin Chen, René Ranftl, Thomas Pock",http://arxiv.org/pdf/1401.4112v2,No journal ref found,none,cs.CV,Summary17634,1401.4221v1,2014-01-17T01:40:52Z,Distortion-driven Turbulence Effect Removal using Variational Model,"Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang",http://arxiv.org/pdf/1401.4221v1,No journal ref found,none,cs.CV,Summary17635,1401.4648v1,2014-01-19T09:52:19Z,Visual Tracking using Particle Swarm Optimization,"Rafid Siddiqui, Siamak Khatibi",http://arxiv.org/pdf/1401.4648v1,No journal ref found,none,cs.CV,Summary17636,1401.5098v1,2014-01-20T21:36:51Z,Study of Efficient Technique Based On 2D Tsallis Entropy For Image Thresholding,"Mohamed A. El-Sayed, S. Abdel-Khalek, Eman Abdel-Aziz",http://arxiv.org/pdf/1401.5098v1,"International Journal on Computer Science and Engineering (IJCSE), Vol. 3 No. 9, pp. 3125-3138, 2011",none,cs.CV,Summary17637,1401.5108v1,2014-01-20T22:10:52Z,An Identification System Using Eye Detection Based On Wavelets And Neural Networks,"Mohamed A. El-Sayed, Mohamed A. Khafagy",http://arxiv.org/pdf/1401.5108v1,"International Journal Of Computer And Information Technology, 2012",none,cs.CV,Summary17638,1401.5245v1,2014-01-21T09:57:23Z,Edge detection of binary images using the method of masks,"Ayman M Bahaa-Eldeen, Abdel-Moneim A. Wahdan, Hani M. K. Mahdi",http://arxiv.org/pdf/1401.5245v1,"Ain Shams University, Faculty of Engineering Scientific Bulletin, Volume 35, Issue 3, pp 349-355, (2000)",none,cs.CV,Summary17639,1401.5311v2,2014-01-21T13:24:16Z,Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition,"Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis",http://arxiv.org/pdf/1401.5311v2,No journal ref found,none,cs.CV,Summary17640,1401.5559v1,2014-01-22T05:39:41Z,License Plate Recognition (LPR): A Review with Experiments for Malaysia Case Study,"Nuzulha Khilwani Ibrahim, Emaliana Kasmuri, Norazira A Jalil, Mohd Adili Norasikin, Sazilah Salam, Mohamad Riduwan Md Nawawi",http://arxiv.org/pdf/1401.5559v1,No journal ref found,none,cs.CV,Summary17641,1401.5632v1,2014-01-22T11:50:08Z,Enhancing Template Security of Face Biometrics by Using Edge Detection and Hashing,"Manoj Krishnaswamy, G. Hemantha Kumar",http://arxiv.org/pdf/1401.5632v1,"International Journal of Information Processing, 7(4), 11-20, 2013, ISSN : 0973-8215",none,cs.CV,Summary17642,1401.6013v2,2014-01-23T15:44:48Z,Efficient Background Modeling Based on Sparse Representation and Outlier Iterative Removal,"Linhao Li, Ping Wang, Qinghua Hu, Sijia Cai",http://arxiv.org/pdf/1401.6013v2,No journal ref found,none,cs.CV,Summary17643,1401.6108v1,2013-11-19T10:37:03Z,Face Verification Using Kernel Principle Component Analysis,"V. Karthikeyan, Manjupriya, C. K. Chithra, M. Divya",http://arxiv.org/pdf/1401.6108v1,No journal ref found,none,cs.CV,Summary17644,1401.6112v1,2013-11-19T09:58:36Z,Face Verification System based on Integral Normalized Gradient Image(INGI),"V. Karthikeyan, M. Divya, C. K. Chithra, K. Manju Priya",http://arxiv.org/pdf/1401.6112v1,No journal ref found,none,cs.CV,Summary17645,1401.6126v1,2013-12-19T08:17:24Z,Delegating Custom Object Detection Tasks to a Universal Classification System,Andrew Gleibman,http://arxiv.org/pdf/1401.6126v1,No journal ref found,none,cs.CV,Summary17646,1401.6127v1,2013-11-23T08:25:08Z,Brain Tumor Detection Based On Symmetry Information,"Narkhede Sachin G, Vaishali Khairnar",http://arxiv.org/pdf/1401.6127v1,"Int. Journal of Engineering Research and Application Vol. 3, Issue 6, Nov - Dec 2013, pp. 430 -432 (ISSN : 2248 - 9622)",none,cs.CV,Summary17647,1401.6129v1,2013-11-19T14:14:18Z,Image enhancement using fusion by wavelet transform and laplacian pyramid,"S. M. Mukane, Y. S. Ghodake, P. S. Khandagle",http://arxiv.org/pdf/1401.6129v1,"Published in IJCSI Journal, Volume 10, Issue 4, No 2, July 2013",none,cs.CV,Summary17648,1401.6196v1,2014-01-23T21:37:48Z,Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion,"Q. Zhou, O. Michailovich, Y. Rathi",http://arxiv.org/pdf/1401.6196v1,No journal ref found,none,cs.CV,Summary17649,1401.6393v1,2014-01-24T16:25:56Z,Automatic Detection of Calibration Grids in Time-of-Flight Images,"Miles Hansard, Radu Horaud, Michel Amat, Georgios Evangelidis",http://arxiv.org/pdf/1401.6393v1,"Computer Vision and Image Understanding, 121 (2014) 108-118",none,cs.CV,Summary17650,1401.6606v2,2014-01-26T02:23:56Z,Continuous Localization and Mapping of a Pan Tilt Zoom Camera for Wide Area Tracking,"Giuseppe Lisanti, Iacopo Masi, Federico Pernici, Alberto Del Bimbo",http://arxiv.org/pdf/1401.6606v2,No journal ref found,none,cs.CV,Summary17651,1401.7486v1,2014-01-29T12:27:39Z,Use HMM and KNN for classifying corneal data,"Payam Porkar Rezaeiye, mehrnoosh bazrafkan, ali akbar movassagh, Mojtaba Sedigh Fazli, Gholam hossein bazyari",http://arxiv.org/pdf/1401.7486v1,No journal ref found,none,cs.CV,Summary17652,1401.7713v1,2014-01-30T01:02:50Z,A Generalized Probabilistic Framework for Compact Codebook Creation,"Lingqiao Liu, Lei Wang, Chunhua Shen",http://arxiv.org/pdf/1401.7713v1,No journal ref found,none,cs.CV,Summary17653,1401.7743v1,2014-01-30T05:33:27Z,Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method,"T. Balaji, Dr. M. Sumathi",http://arxiv.org/pdf/1401.7743v1,No journal ref found,none,cs.CV,Summary17654,1401.8053v1,2014-01-31T03:28:10Z,Hallucinating optimal high-dimensional subspaces,Ognjen Arandjelovic,http://arxiv.org/pdf/1401.8053v1,No journal ref found,none,cs.CV,Summary17655,1401.8261v1,2014-01-29T01:04:10Z,Infrared face recognition: a comprehensive review of methodologies and databases,"Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague",http://arxiv.org/pdf/1401.8261v1,No journal ref found,none,cs.CV,Summary17656,1405.0085v1,2014-05-01T03:53:36Z,Relative Facial Action Unit Detection,"Mahmoud Khademi, Louis-Philippe Morency",http://arxiv.org/pdf/1405.0085v1,No journal ref found,none,cs.CV,Summary17657,1405.0234v1,2014-05-01T17:40:51Z,Retrieval in Long Surveillance Videos using User Described Motion and Object Attributes,"Greg Castanon, Mohamed Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin",http://arxiv.org/pdf/1405.0234v1,No journal ref found,none,cs.CV,Summary17658,1405.0312v3,2014-05-01T21:43:32Z,Microsoft COCO: Common Objects in Context,"Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, Piotr Dollár",http://arxiv.org/pdf/1405.0312v3,No journal ref found,none,cs.CV,Summary17659,1405.0601v1,2014-05-03T15:37:27Z,Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision,"Xuehan Xiong, Fernando De la Torre",http://arxiv.org/pdf/1405.0601v1,No journal ref found,none,cs.CV,Summary17660,1405.0632v1,2014-05-04T00:02:45Z,Rule of Three for Superresolution of Still Images with Applications to Compression and Denoising,Mario Mastriani,http://arxiv.org/pdf/1405.0632v1,No journal ref found,none,cs.CV,Summary17661,1405.0892v2,2014-05-05T13:19:00Z,A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization,"John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters",http://arxiv.org/pdf/1405.0892v2,No journal ref found,none,cs.CV,Summary17662,1405.1207v1,2014-05-06T09:46:28Z,Nuclear Norm based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes,"Jian Yang, Jianjun Qian, Lei Luo, Fanlong Zhang, Yicheng Gao",http://arxiv.org/pdf/1405.1207v1,No journal ref found,none,cs.CV,Summary17663,1405.1213v2,2014-05-06T10:13:08Z,Human Pose Estimation from RGB Input Using Synthetic Training Data,"Oscar Danielsson, Omid Aghazadeh",http://arxiv.org/pdf/1405.1213v2,No journal ref found,none,cs.CV,Summary17664,1405.1402v1,2014-03-24T16:57:22Z,New Algorithmic Approaches to Point Constellation Recognition,"Thomas Bourgeat, Julien Bringer, Herve Chabanne, Robin Champenois, Jeremie Clement, Houda Ferradi, Marc Heinrich, Paul Melotti, David Naccache, Antoine Voizard",http://arxiv.org/pdf/1405.1402v1,No journal ref found,none,cs.CV,Summary17665,1405.1403v1,2014-03-23T23:31:49Z,MCL-3D: a database for stereoscopic image quality assessment using 2D-image-plus-depth source,"Rui Song, Hyunsuk Ko, C. C. Jay Kuo",http://arxiv.org/pdf/1405.1403v1,No journal ref found,none,cs.CV,Summary17666,1405.1678v3,2014-05-07T17:51:52Z,RPCA-KFE: Key Frame Extraction for Consumer Video based Robust Principal Component Analysis,"Chinh Dang, Abdolreza Moghadam, Hayder Radha",http://arxiv.org/pdf/1405.1678v3,No journal ref found,none,cs.CV,Summary17667,1405.1681v2,2014-05-07T17:57:25Z,Representative Selection for Big Data via Sparse Graph and Geodesic Grassmann Manifold Distance,"Chinh Dang, Hayder Radha",http://arxiv.org/pdf/1405.1681v2,No journal ref found,none,cs.CV,Summary17668,1405.1717v1,2014-05-07T19:39:10Z,Entropy Based Cartoon Texture Separation,Kutlu Emre Yilmaz,http://arxiv.org/pdf/1405.1717v1,No journal ref found,none,cs.CV,Summary17669,1405.1815v1,2014-05-08T06:49:41Z,Implementation And Performance Evaluation Of Background Subtraction Algorithms,"Deepjoy Das, Dr. Sarat Saharia",http://arxiv.org/pdf/1405.1815v1,No journal ref found,none,cs.CV,Summary17670,1405.1965v1,2014-04-16T20:57:19Z,Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes using High-Resolution Neural EM Data,"Ayushi Sinha, William Gray Roncal, Narayanan Kasthuri, Jeff W. Lichtman, Randal Burns, Michael Kazhdan",http://arxiv.org/pdf/1405.1965v1,No journal ref found,none,cs.CV,Summary17671,1405.1967v1,2014-05-08T15:32:00Z,Image Resolution and Contrast Enhancement of Satellite Geographical Images with Removal of Noise using Wavelet Transforms,"Prajakta P. Khairnar, C. A. Manjare",http://arxiv.org/pdf/1405.1967v1,"International Journal of Engineering Trends and Technology (IJETT),Volume 10, Number 12,Apr-2014 International Conference of Recent Trends in Engineering and Technology (ICRTET-2014),paper code 223",none,cs.CV,Summary17672,1405.1999v1,2014-03-21T07:42:11Z,Model-Driven Applications of Fractional Derivatives and Integrals,"William A. Sethares, Selçuk Ş. Bayın",http://arxiv.org/pdf/1405.1999v1,No journal ref found,none,cs.CV,Summary17673,1405.2062v1,2014-02-25T01:00:19Z,Precision Enhancement of 3D Surfaces from Multiple Compressed Depth Maps,"Pengfei Wan, Gene Cheung, Philip A. Chou, Dinei Florencio, Cha Zhang, Oscar C. Au",http://arxiv.org/pdf/1405.2062v1,No journal ref found,none,cs.CV,Summary17674,1405.2227v1,2014-05-09T13:47:09Z,An Overview of Face Liveness Detection,"Saptarshi Chakraborty, Dhrubajyoti Das",http://arxiv.org/pdf/1405.2227v1,No journal ref found,none,cs.CV,Summary17675,1405.2246v1,2014-05-09T14:44:03Z,Graph Regularized Non-negative Matrix Factorization By Maximizing Correntropy,"Le Li, Jianjun Yang, Kaili Zhao, Yang Xu, Honggang Zhang, Zhuoyi Fan",http://arxiv.org/pdf/1405.2246v1,No journal ref found,none,cs.CV,Summary17676,1405.2316v1,2014-05-09T18:49:49Z,Better Feature Tracking Through Subspace Constraints,"Bryan Poling, Gilad Lerman, Arthur Szlam",http://arxiv.org/pdf/1405.2316v1,No journal ref found,none,cs.CV,Summary17677,1405.2403v1,2014-05-10T07:38:19Z,"Hyperspectral pan-sharpening: a variational convex constrained formulation to impose parallel level lines, solved with ADMM","Alexis Huck, François de Vieilleville, Pierre Weiss, Manuel Grizonnet",http://arxiv.org/pdf/1405.2403v1,No journal ref found,none,cs.CV,Summary17678,1405.2496v1,2014-05-11T04:24:35Z,Anomaly-Sensitive Dictionary Learning for Unsupervised Diagnostics of Solid Media,"Jeffrey M. Druce, Jarvis D. Haupt, Stefano Gonella",http://arxiv.org/pdf/1405.2496v1,No journal ref found,none,cs.CV,Summary17679,1405.2539v1,2014-05-11T15:13:56Z,A Review of Image Mosaicing Techniques,"Dushyant Vaghela, Prof. Kapildev Naina",http://arxiv.org/pdf/1405.2539v1,No journal ref found,none,cs.CV,Summary17680,1405.2641v2,2014-05-12T06:51:08Z,Multi Modal Face Recognition Using Block Based Curvelet Features,"Jyothi K, Prabhakar C. J",http://arxiv.org/pdf/1405.2641v2,No journal ref found,none,cs.CV,Summary17681,1405.2941v1,2014-05-12T20:21:53Z,"Cross-view Action Modeling, Learning and Recognition","Jiang wang, Xiaohan Nie, Yin Xia, Ying Wu, Song-Chun Zhu",http://arxiv.org/pdf/1405.2941v1,No journal ref found,none,cs.CV,Summary17682,1405.3195v1,2014-05-13T15:45:46Z,An Intelligent Pixel Replication Technique by Binary Decomposition for Digital Image Zooming,"Kaeser M Sabrin, M Haider Ali",http://arxiv.org/pdf/1405.3195v1,"Proceedings of the 26th Image and Vision Computing New Zealand Conference (IVCNZ 2011), P.Delmas, B.Wuensche, J. James, Eds., 29 Nov - 1 Dec 2011, Auckland, New Zealand, IVCNZ, pp. 547 - 552, 2011",none,cs.CV,Summary17683,1405.3351v1,2014-05-14T03:15:59Z,Group-based Sparse Representation for Image Restoration,"Jian Zhang, Debin Zhao, Wen Gao",http://arxiv.org/pdf/1405.3351v1,No journal ref found,none,cs.CV,Summary17684,1405.3531v4,2014-05-14T15:19:22Z,Return of the Devil in the Details: Delving Deep into Convolutional Nets,"Ken Chatfield, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1405.3531v4,No journal ref found,none,cs.CV,Summary17685,1405.3866v1,2014-05-15T14:41:06Z,Speeding up Convolutional Neural Networks with Low Rank Expansions,"Max Jaderberg, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1405.3866v1,No journal ref found,none,cs.CV,Summary17686,1405.4054v1,2014-05-16T03:09:01Z,Optimized Cartesian $K$-Means,"Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li",http://arxiv.org/pdf/1405.4054v1,No journal ref found,none,cs.CV,Summary17687,1405.4308v1,2014-05-16T21:13:01Z,Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis,"Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu",http://arxiv.org/pdf/1405.4308v1,No journal ref found,none,cs.CV,Summary17688,1405.4389v1,2014-05-17T12:33:29Z,Efficient Tracking of a Moving Object using Inter-Frame Coding,"Shraddha Mehta, Vaishali Kalariya",http://arxiv.org/pdf/1405.4389v1,No journal ref found,none,cs.CV,Summary17689,1405.4390v1,2014-05-17T12:41:33Z,Real Time Object Tracking Based on Inter-frame Coding: A Review,"Shraddha Mehta, Vaishali Kalariya",http://arxiv.org/pdf/1405.4390v1,No journal ref found,none,cs.CV,Summary17690,1405.4506v1,2014-05-18T13:56:07Z,Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice,"Xiaojiang Peng, Limin Wang, Xingxing Wang, Yu Qiao",http://arxiv.org/pdf/1405.4506v1,No journal ref found,none,cs.CV,Summary17691,1405.4802v2,2014-05-19T16:51:11Z,Use of Computer Vision to Detect Tangles in Tangled Objects,Paritosh Parmar,http://arxiv.org/pdf/1405.4802v2,No journal ref found,none,cs.CV,Summary17692,1405.4930v5,2014-05-20T01:40:38Z,Adapted Approach for Fruit Disease Identification using Images,"Shiv Ram Dubey, Anand Singh Jalal",http://arxiv.org/pdf/1405.4930v5,"International Journal of Computer Vision and Image Processing (IJCVIP) 2, no. 3 (2012): 44-58",none,cs.CV,Summary17693,1405.5164v1,2014-05-20T17:40:23Z,Multi-ellipses detection on images inspired by collective animal behavior,"Erik Cuevas, Maurici Gonzalez, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1405.5164v1,"Neural Computing and Applications, 24(5), (2014), 1019-1033",none,cs.CV,Summary17694,1405.5248v1,2014-05-20T22:02:54Z,Dynamic Hierarchical Bayesian Network for Arabic Handwritten Word Recognition,"Khaoula jayech, Nesrine Trimech, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara",http://arxiv.org/pdf/1405.5248v1,No journal ref found,none,cs.CV,Summary17695,1405.5406v1,2014-05-21T13:20:44Z,Circle detection on images using Learning Automata,"Erik Cuevas, Fernando Wario, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1405.5406v1,"ET Computer Vision 6 (2), (2012), pp. 121-132",none,cs.CV,Summary17696,1405.5422v1,2014-05-21T13:44:50Z,Robust Fuzzy corner detector,"Erik Cuevas, Daniel Zaldivar, Marco Perez, Edgar Sanchez, Marte Ramirez",http://arxiv.org/pdf/1405.5422v1,"Intelligent Automation and Soft Computing, 17 (4), (2011), pp. 415-429",none,cs.CV,Summary17697,1405.5494v1,2014-05-15T22:42:55Z,Iterative Non-Local Shrinkage Algorithm for MR Image Reconstruction,"Yasir Q. Moshin, Greg Ongie, Mathews Jacob",http://arxiv.org/pdf/1405.5494v1,No journal ref found,none,cs.CV,Summary17698,1405.5531v1,2014-05-21T13:31:46Z,Fast algorithm for Multiple-Circle detection on images using Learning Automata,"Erik Cuevas, Fernando Wario, Valentin Osuna, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1405.5531v1,"IET Image Processing 6 (8) , (2012), pp. 1124-1135",none,cs.CV,Summary17699,1405.5732v2,2014-05-22T12:47:15Z,Self-tuned Visual Subclass Learning with Shared Samples An Incremental Approach,"Hossein Azizpour, Stefan Carlsson",http://arxiv.org/pdf/1405.5732v2,No journal ref found,none,cs.CV,Summary17700,1405.5737v2,2014-05-22T13:05:27Z,Semi-supervised Spectral Clustering for Classification,"Arif Mahmood, Ajmal S. Mian",http://arxiv.org/pdf/1405.5737v2,No journal ref found,none,cs.CV,Summary17701,1405.6130v1,2014-02-04T09:53:02Z,A Study of Local Binary Pattern Method for Facial Expression Detection,"Ms. Drashti H. Bhatt, Mr. Kirit R. Rathod, Mr. Shardul J. Agravat",http://arxiv.org/pdf/1405.6130v1,"Ms.Drashti H. Bhatt , Mr.Kirit R. Rathod , Mr.Shardul J. Agravat. Article: A Study of Local Binary Pattern Method for Facial Expression Detection. IJCTT 7(3):151-153, January 2014. Published by Seventh Sense Research Group",none,cs.CV,Summary17702,1405.6132v1,2014-02-05T00:46:18Z,Comparative analysis of common edge detection techniques in context of object extraction,"S. K. Katiyar, P. V. Arun",http://arxiv.org/pdf/1405.6132v1,No journal ref found,none,cs.CV,Summary17703,1405.6133v1,2014-02-05T14:49:36Z,A review over the applicability of image entropy in analyses of remote sensing datasets,"S. K. Katiyar, P. V. Arun",http://arxiv.org/pdf/1405.6133v1,No journal ref found,none,cs.CV,Summary17704,1405.6135v1,2014-02-05T16:14:36Z,Cellular Automata based adaptive resampling technique for the processing of remotely sensed imagery,"S. K. Katiyar, P. V. Arun",http://arxiv.org/pdf/1405.6135v1,No journal ref found,none,cs.CV,Summary17705,1405.6166v1,2014-04-10T12:17:52Z,Real Time Speckle Image De-Noising,"D. Sachin Kumar, P. R. Seshadri, N. Vaishnav, Dr. Saraswathi Janaki",http://arxiv.org/pdf/1405.6166v1,"Advances in Vision Computing: An International Journal (AVC) Vol.1, No.1, March 2014",none,cs.CV,Summary17706,1405.6168v1,2014-04-08T03:01:33Z,Human Face as human single identity,Spits Warnars,http://arxiv.org/pdf/1405.6168v1,No journal ref found,none,cs.CV,Summary17707,1405.6261v1,2014-05-24T03:27:01Z,Geometric Polynomial Constraints in Higher-Order Graph Matching,"Mayank Bansal, Kostas Daniilidis",http://arxiv.org/pdf/1405.6261v1,No journal ref found,none,cs.CV,Summary17708,1405.6275v1,2014-05-24T07:30:31Z,Improvements and Experiments of a Compact Statistical Background Model,"Dong Liang, Shunichi Kaneko",http://arxiv.org/pdf/1405.6275v1,No journal ref found,none,cs.CV,Summary17709,1405.7032v1,2014-05-27T19:54:35Z,An FPGA-based Parallel Architecture for Face Detection using Mixed Color Models,"Luo Tao, Shi zaifeng",http://arxiv.org/pdf/1405.7032v1,No journal ref found,none,cs.CV,Summary17710,1405.7242v1,2014-05-28T13:57:04Z,Circle detection by Harmony Search Optimization,"Erik Cuevas, Noe Ortega, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1405.7242v1,"Intelligent and Robotic Systems: Theory and Applications 66 (3), (2013), pp. 359-376",none,cs.CV,Summary17711,1405.7361v1,2014-05-28T14:06:17Z,Seeking multi-thresholds for image segmentation with Learning Automata,"Erik Cuevas, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1405.7361v1,"Machine Vision and Applications 22 (5), (2011), pp. 805-818",none,cs.CV,Summary17712,1405.7362v1,2014-05-28T16:46:31Z,Circle detection using Discrete Differential Evolution Optimization,"Erik Cuevas, Daniel Zaldivar, Marco Perez, Marte Ramirez",http://arxiv.org/pdf/1405.7362v1,"Pattern Analysis and Applications 14 (1), (2011), pp. 93-107",none,cs.CV,Summary17713,1405.7545v1,2014-05-29T13:09:52Z,Feature sampling and partitioning for visual vocabulary generation on large action classification datasets,"Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr",http://arxiv.org/pdf/1405.7545v1,No journal ref found,none,cs.CV,Summary17714,1405.7626v1,2014-05-29T17:41:06Z,Classification of Basmati Rice Grain Variety using Image Processing and Principal Component Analysis,"Rubi Kambo, Amit Yerpude",http://arxiv.org/pdf/1405.7626v1,"IJAREEIE, vol. 2, no. 7, pp. 2893-2900, july 2013",none,cs.CV,Summary17715,1405.7718v2,2014-05-29T20:36:39Z,Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI,"Sajan Goud Lingala, Edward DiBella, Mathews Jacob",http://arxiv.org/pdf/1405.7718v2,No journal ref found,none,cs.CV,Summary17716,1405.7771v1,2014-05-30T04:34:10Z,DEM Registration and Error Analysis using ASCII values,"Suma Dawn, Vikas Saxena, Bhu Dev Sharma",http://arxiv.org/pdf/1405.7771v1,No journal ref found,none,cs.CV,Summary17717,1405.7903v1,2014-05-30T16:07:55Z,The Shortlist Method for Fast Computation of the Earth Movers Distance and Finding Optimal Solutions to Transportation Problems,"Carsten Gottschlich, Dominic Schuhmacher",http://arxiv.org/pdf/1405.7903v1,"PLOS ONE 9(10): e110214, Oct. 2014",none,cs.CV,Summary17718,1408.0452v1,2014-08-03T03:43:28Z,Methodology For Detection of QRS Pattern Using Secondary Wavelets,"T. R. Gopalakrishnan Nair, A. P. Geetha, Asharani",http://arxiv.org/pdf/1408.0452v1,No journal ref found,none,cs.CV,Summary17719,1408.0453v1,2014-08-03T03:49:36Z,Adaptive Wavelet Based Identification and Extraction of PQRST Combination in Randomly Stretching ECG Sequence,"T. R. Gopalakrishnan Nair, A. P. Geetha, M. Asharani",http://arxiv.org/pdf/1408.0453v1,No journal ref found,none,cs.CV,Summary17720,1408.0680v1,2014-08-04T13:35:24Z,A Pattern Recognition System for Detecting Use of Mobile Phones While Driving,"Rafael A. Berri, Alexandre G. Silva, Rafael S. Parpinelli, Elaine Girardi, Rangel Arthur",http://arxiv.org/pdf/1408.0680v1,No journal ref found,none,cs.CV,Summary17721,1408.0814v1,2014-08-04T20:49:26Z,Object Detection Through Exploration With A Foveated Visual Field,"Emre Akbas, Miguel P. Eckstein",http://arxiv.org/pdf/1408.0814v1,No journal ref found,none,cs.CV,Summary17722,1408.0872v2,2014-08-05T05:55:16Z,Open-set Person Re-identification,"Shengcai Liao, Zhipeng Mo, Jianqing Zhu, Yang Hu, Stan Z. Li",http://arxiv.org/pdf/1408.0872v2,No journal ref found,none,cs.CV,Summary17723,1408.1135v1,2014-08-05T22:23:40Z,It is hard to see a needle in a haystack: Modeling contrast masking effect in a numerical observer,"Ali R. N. Avanaki, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe, Predrag R. Bakic, Andrew D. A. Maidment",http://arxiv.org/pdf/1408.1135v1,No journal ref found,none,cs.CV,Summary17724,1408.1549v1,2014-08-07T11:38:20Z,Real-Time Human-Computer Interaction Based on Face and Hand Gesture Recognition,"Reza Azad, Babak Azad, Nabil Belhaj Khalifa, Shahram Jamali",http://arxiv.org/pdf/1408.1549v1,International Journal in Foundations of Computer Science & Technology 07/2014; 4(4):37-48,none,cs.CV,Summary17725,1408.1656v3,2014-08-06T15:17:33Z,A Fast and Accurate Unconstrained Face Detector,"Shengcai Liao, Anil K. Jain, Stan Z. Li",http://arxiv.org/pdf/1408.1656v3,No journal ref found,none,cs.CV,Summary17726,1408.1688v1,2014-08-07T19:49:13Z,Low-rank SIFT: An Affine Invariant Feature for Place Recognition,"Chao Yang, Shengnan Caih, Jingdong Wang, Long Quan",http://arxiv.org/pdf/1408.1688v1,No journal ref found,none,cs.CV,Summary17727,1408.1759v1,2014-08-08T04:52:59Z,Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient,"Reza Azad, Babak Azad, Iman Tavakoli Kazerooni",http://arxiv.org/pdf/1408.1759v1,"Advances in Computer Science: an International Journal, Vol. 2, Issue 5, No.6, pp. 121-125, 2013",none,cs.CV,Summary17728,1408.1984v1,2014-08-08T21:23:46Z,Neighborhood Rank Order Coding for Robust Texture Analysis and Feature Extraction,"C. Mayr, R. Schüffny",http://arxiv.org/pdf/1408.1984v1,"Proc. 7th International Conference on Hybrid Intelligent Systems HIS 07, pages 290-295, 2007",none,cs.CV,Summary17729,1408.2015v1,2014-08-09T03:56:16Z,Automatic Removal of Marginal Annotations in Printed Text Document,"Abdessamad Elboushaki, Rachida Hannane, P. Nagabhushan, Mohammed Javed",http://arxiv.org/pdf/1408.2015v1,"Proceedings of Second International Conference on Emerging Research in Computing, Information,Communication and Applications (ERCICA-14), pages 123-131, August 2014, Bangalore",none,cs.CV,Summary17730,1408.2289v1,2014-08-11T01:08:53Z,Physical Computing With No Clock to Implement the Gaussian Pyramid of SIFT Algorithm,"Yi Li, Qi Wei, Fei Qiao, Huazhong Yang",http://arxiv.org/pdf/1408.2289v1,No journal ref found,none,cs.CV,Summary17731,1408.2478v1,2014-08-11T17:38:19Z,Learning to see like children: proof of concept,"Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci",http://arxiv.org/pdf/1408.2478v1,No journal ref found,none,cs.CV,Summary17732,1408.2590v3,2014-08-12T00:30:04Z,Multidimensional Digital Filters for Point-Target Detection in Cluttered Infrared Scenes,Hugh L. Kennedy,http://arxiv.org/pdf/1408.2590v3,"J. Electron. Imaging. 23 (6), 063019 (December 17, 2014)",none,cs.CV,Summary17733,1408.2810v1,2014-08-12T19:07:23Z,Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1408.2810v1,No journal ref found,none,cs.CV,Summary17734,1408.2997v1,2014-08-13T12:50:54Z,An Improved Approach for Contrast Enhancement of Spinal Cord Images based on Multiscale Retinex Algorithm,"Sreenivasa Setty, N. K Srinath, M. C Hanumantharaju",http://arxiv.org/pdf/1408.2997v1,No journal ref found,none,cs.CV,Summary17735,1408.3139v1,2014-07-10T21:06:02Z,Real-Time Impulse Noise Suppression from Images Using an Efficient Weighted-Average Filtering,"Hossein Hosseini, Farzad Hessar, Farokh Marvasti",http://arxiv.org/pdf/1408.3139v1,No journal ref found,none,cs.CV,Summary17736,1408.3300v2,2014-08-13T14:37:59Z,Gradient Distribution Priors for Biomedical Image Processing,"Yuanhao Gong, Ivo F. Sbalzarini",http://arxiv.org/pdf/1408.3300v2,No journal ref found,none,cs.CV,Summary17737,1408.3526v4,2014-08-15T13:06:35Z,Parallel software implementation of recursive multidimensional digital filters for point-target detection in cluttered infrared scenes,Hugh L. Kennedy,http://arxiv.org/pdf/1408.3526v4,No journal ref found,none,cs.CV,Summary17738,1408.3573v1,2014-08-15T15:51:29Z,Turkish Presidential Elections TRT Publicity Speech Facial Expression Analysis,"H. Emrah Tasli, Paul Ivan",http://arxiv.org/pdf/1408.3573v1,No journal ref found,none,cs.CV,Summary17739,1408.3686v2,2014-08-16T00:18:50Z,Motion Deblurring for Plenoptic Images,"Paramanand Chandramouli, Paolo Favaro, Daniele Perrone",http://arxiv.org/pdf/1408.3686v2,No journal ref found,none,cs.CV,Summary17740,1408.3709v1,2014-08-16T06:43:30Z,Robust 3D face recognition in presence of pose and partial occlusions or missing parts,"Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri",http://arxiv.org/pdf/1408.3709v1,No journal ref found,none,cs.CV,Summary17741,1408.3772v2,2014-08-16T21:02:44Z,Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features,"Shervin Minaee, AmirAli Abdolrashidi",http://arxiv.org/pdf/1408.3772v2,No journal ref found,none,cs.CV,Summary17742,1408.3809v4,2014-08-17T10:34:47Z,HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition,"Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal Mian",http://arxiv.org/pdf/1408.3809v4,No journal ref found,none,cs.CV,Summary17743,1408.3810v2,2014-08-17T10:46:45Z,Action Classification with Locality-constrained Linear Coding,"Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian",http://arxiv.org/pdf/1408.3810v2,No journal ref found,none,cs.CV,Summary17744,1408.3814v1,2014-08-17T11:25:34Z,Robust Statistical Approach for Extraction of Moving Human Silhouettes from Videos,"Oinam Binarani Devi, Nissi S. Paul, Y. Jayanta Singh",http://arxiv.org/pdf/1408.3814v1,"International Journal on Information Theory (IJIT), Vol.3, No.3, July 2014, Pg.55-64",none,cs.CV,Summary17745,1408.4002v3,2014-08-18T13:06:03Z,The Filament Sensor for Near Real-Time Detection of Cytoskeletal Fiber Structures,"Benjamin Eltzner, Carina Wollnik, Carsten Gottschlich, Stephan Huckemann, Florian Rehfeldt",http://arxiv.org/pdf/1408.4002v3,"PLoS ONE 10(5): e0126346, May 2015",none,cs.CV,Summary17746,1408.4325v1,2014-08-19T13:26:01Z,What makes an Image Iconic? A Fine-Grained Case Study,"Yangmuzi Zhang, Diane Larlus, Florent Perronnin",http://arxiv.org/pdf/1408.4325v1,No journal ref found,none,cs.CV,Summary17747,1408.4504v1,2014-08-20T01:10:44Z,Unsupervised Parallel Extraction based Texture for Efficient Image Representation,Mohammed M. Abdelsamea,http://arxiv.org/pdf/1408.4504v1,"2011 International Conference on Signal, Image Processing and Applications With workshop of ICEEA 2011, IPCSIT vol.21 (2011), IACSIT Press, Singapore",none,cs.CV,Summary17748,1408.4692v1,2014-08-20T15:16:10Z,Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods,"Alexander Freytag, Johannes Rühle, Paul Bodesheim, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1408.4692v1,No journal ref found,none,cs.CV,Summary17749,1408.4703v1,2014-08-20T15:49:17Z,GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1408.4703v1,"ijSciences, 2014, Volume 3, Issue 8, pages 35-47",none,cs.CV,Summary17750,1408.4712v3,2014-08-20T16:18:13Z,Bi-l0-l2-Norm Regularization for Blind Motion Deblurring,"Wen-Ze Shao, Hai-Bo Li, Michael Elad",http://arxiv.org/pdf/1408.4712v3,No journal ref found,none,cs.CV,Summary17751,1408.5418v2,2014-08-11T15:18:47Z,Hierarchical Saliency Detection on Extended CSSD,"Jianping Shi, Qiong Yan, Li Xu, Jiaya Jia",http://arxiv.org/pdf/1408.5418v2,No journal ref found,none,cs.CV,Summary17752,1408.5516v1,2014-08-23T17:25:33Z,Learning a Hierarchical Compositional Shape Vocabulary for Multi-class Object Representation,"Sanja Fidler, Marko Boben, Ales Leonardis",http://arxiv.org/pdf/1408.5516v1,No journal ref found,none,cs.CV,Summary17753,1408.5552v1,2014-08-24T04:46:58Z,Fuzzy and entropy facial recognition,"Jaejun Lee, Taeseon Yun",http://arxiv.org/pdf/1408.5552v1,No journal ref found,none,cs.CV,Summary17754,1408.5601v2,2014-08-24T13:08:19Z,Learn Convolutional Neural Network for Face Anti-Spoofing,"Jianwei Yang, Zhen Lei, Stan Z. Li",http://arxiv.org/pdf/1408.5601v2,No journal ref found,none,cs.CV,Summary17755,1408.5667v3,2014-08-25T06:28:11Z,Dependent Nonparametric Bayesian Group Dictionary Learning for online reconstruction of Dynamic MR images,"Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim",http://arxiv.org/pdf/1408.5667v3,No journal ref found,none,cs.CV,Summary17756,1408.6257v2,2014-08-26T20:53:44Z,Sparse Graph-based Transduction for Image Classification,"Sheng Huang, Dan Yang, Jia Zhou, Luwen Huangfu, Xiaohong Zhang",http://arxiv.org/pdf/1408.6257v2,No journal ref found,none,cs.CV,Summary17757,1408.6615v3,2014-08-28T03:20:38Z,Multispectral Palmprint Recognition Using Textural Features,"Shervin Minaee, AmirAli Abdolrashidi",http://arxiv.org/pdf/1408.6615v3,No journal ref found,none,cs.CV,Summary17758,1408.6911v2,2014-08-29T02:53:46Z,Text Line Identification in Tagores Manuscript,"Chandranath Adak, Bidyut B. Chaudhuri",http://arxiv.org/pdf/1408.6911v2,"Proc. IEEE TechSym-2014, IEEE Conf. #32812, pp. 210-213, Kharagpur, India, 28 Feb.-2 Mar., 2014",none,cs.CV,Summary17759,1408.6963v1,2014-08-29T09:37:56Z,"Comment on ""Ensemble Projection for Semi-supervised Image Classification""","Xavier Boix, Gemma Roig, Luc Van Gool",http://arxiv.org/pdf/1408.6963v1,No journal ref found,none,cs.CV,Summary17760,1408.7071v1,2014-08-29T17:05:29Z,Temporal Extension of Scale Pyramid and Spatial Pyramid Matching for Action Recognition,"Zhenzhong Lan, Xuanchong Li, Alexandar G. Hauptmann",http://arxiv.org/pdf/1408.7071v1,No journal ref found,none,cs.CV,Summary17761,1409.0083v1,2014-08-30T04:46:43Z,Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences,"Mehrtash Harandi, Richard Hartley, Brian Lovell, Conrad Sanderson",http://arxiv.org/pdf/1409.0083v1,No journal ref found,none,cs.CV,Summary17762,1409.0084v1,2014-08-30T05:01:15Z,Kernel Coding: General Formulation and Special Cases,"Mehrtash Harandi, Mathieu Salzmann",http://arxiv.org/pdf/1409.0084v1,No journal ref found,none,cs.CV,Summary17763,1409.0347v1,2014-09-01T09:46:52Z,Multi-tensor Completion for Estimating Missing Values in Video Data,"Chao Li, Lili Guo, Andrzej Cichocki",http://arxiv.org/pdf/1409.0347v1,No journal ref found,none,cs.CV,Summary17764,1409.0575v3,2014-09-01T22:29:38Z,ImageNet Large Scale Visual Recognition Challenge,"Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei",http://arxiv.org/pdf/1409.0575v3,No journal ref found,none,cs.CV,Summary17765,1409.0602v1,2014-09-02T03:36:55Z,Transferring Landmark Annotations for Cross-Dataset Face Alignment,"Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1409.0602v1,No journal ref found,none,cs.CV,Summary17766,1409.0685v3,2014-09-02T12:36:53Z,Effective Spectral Unmixing via Robust Representation and Learning-based Sparsity,"Feiyun Zhu, Ying Wang, Bin Fan, Gaofeng Meng, Chunhong Pan",http://arxiv.org/pdf/1409.0685v3,No journal ref found,none,cs.CV,Summary17767,1409.0908v1,2014-09-02T22:34:29Z,Action Recognition in the Frequency Domain,"Anh Tran, Jinyan Guan, Thanima Pilantanakitti, Paul Cohen",http://arxiv.org/pdf/1409.0908v1,No journal ref found,none,cs.CV,Summary17768,1409.1411v1,2014-09-03T00:19:42Z,Visual Speech Recognition,Ahmad B. A. Hassanat,http://arxiv.org/pdf/1409.1411v1,No journal ref found,none,cs.CV,Summary17769,1409.1484v3,2014-09-04T16:38:43Z,The Evolution of First Person Vision Methods: A Survey,"Alejandro Betancourt, Pietro Morerio, Carlo S. Regazzoni, Matthias Rauterberg",http://arxiv.org/pdf/1409.1484v3,"Betancourt, A., Morerio, P., Regazzoni, C. S., & Rauterberg, M. (2015). The Evolution of First Person Vision Methods: A Survey. IEEE Transactions on Circuits and Systems for Video Technology, doi:10.1109/TCSVT.2015.2409731",none,cs.CV,Summary17770,1409.1556v6,2014-09-04T19:48:04Z,Very Deep Convolutional Networks for Large-Scale Image Recognition,"Karen Simonyan, Andrew Zisserman",http://arxiv.org/pdf/1409.1556v6,No journal ref found,none,cs.CV,Summary17771,1409.1789v1,2014-09-05T13:36:51Z,Identifying Synapses Using Deep and Wide Multiscale Recursive Networks,"Gary B. Huang, Stephen Plaza",http://arxiv.org/pdf/1409.1789v1,No journal ref found,none,cs.CV,Summary17772,1409.2050v1,2014-09-06T19:30:34Z,"Depth image hand tracking from an overhead perspective using partially labeled, unbalanced data: Development and real-world testing","Stephen Czarnuch, Alex Mihailidis",http://arxiv.org/pdf/1409.2050v1,No journal ref found,none,cs.CV,Summary17773,1409.2104v1,2014-09-07T10:43:36Z,A Computational Model of the Short-Cut Rule for 2D Shape Decomposition,"Lei Luo, Chunhua Shen, Xinwang Liu, Chunyuan Zhang",http://arxiv.org/pdf/1409.2104v1,No journal ref found,none,cs.CV,Summary17774,1409.2413v1,2014-08-25T03:39:41Z,Image processing,Franco Rino,http://arxiv.org/pdf/1409.2413v1,No journal ref found,none,cs.CV,Summary17775,1409.2465v2,2014-09-08T19:02:01Z,"Comparing Feature Detectors: A bias in the repeatability criteria, and how to correct it","Ives Rey-Otero, Mauricio Delbracio, Jean-Michel Morel",http://arxiv.org/pdf/1409.2465v2,No journal ref found,none,cs.CV,Summary17776,1409.2702v1,2014-09-09T11:54:45Z,F-formation Detection: Individuating Free-standing Conversational Groups in Images,"Francesco Setti, Chris Russell, Chiara Bassetti, Marco Cristani",http://arxiv.org/pdf/1409.2702v1,No journal ref found,none,cs.CV,Summary17777,1409.2800v1,2014-09-09T16:20:08Z,Enforcing Label and Intensity Consistency for IR Target Detection,Toufiq Parag,http://arxiv.org/pdf/1409.2800v1,No journal ref found,none,cs.CV,Summary17778,1409.2918v1,2014-09-09T23:22:56Z,Quantum Edge Detection for Image Segmentation in Optical Environments,Mario Mastriani,http://arxiv.org/pdf/1409.2918v1,No journal ref found,none,cs.CV,Summary17779,1409.3024v1,2014-09-10T11:18:08Z,One-Dimensional Vector based Pattern Matching,Y. M. Fouda,http://arxiv.org/pdf/1409.3024v1,No journal ref found,none,cs.CV,Summary17780,1409.3505v1,2014-09-11T17:13:26Z,DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection,"Wanli Ouyang, Ping Luo, Xingyu Zeng, Shi Qiu, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Yuanjun Xiong, Chen Qian, Zhenyao Zhu, Ruohui Wang, Chen-Change Loy, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1409.3505v1,No journal ref found,none,cs.CV,Summary17781,1409.3906v1,2014-09-13T03:29:27Z,Structure Preserving Large Imagery Reconstruction,"Ju Shen, Jianjun Yang, Sami Taha-abusneineh, Bryson Payne, Markus Hitz",http://arxiv.org/pdf/1409.3906v1,No journal ref found,none,cs.CV,Summary17782,1409.3913v1,2014-09-13T05:52:36Z,Concurrent Tracking of Inliers and Outliers,"Jae-Yeong Lee, Wonpil Yu",http://arxiv.org/pdf/1409.3913v1,No journal ref found,none,cs.CV,Summary17783,1409.3964v7,2014-09-13T16:12:43Z,Self-taught Object Localization with Deep Networks,"Loris Bazzani, Alessandro Bergamo, Dragomir Anguelov, Lorenzo Torresani",http://arxiv.org/pdf/1409.3964v7,No journal ref found,none,cs.CV,Summary17784,1409.4014v1,2014-09-14T04:40:36Z,Mining Mid-level Features for Action Recognition Based on Effective Skeleton Representation,"Pichao Wang, Wanqing Li, Philip Ogunbona, Zhimin Gao, Hanling Zhang",http://arxiv.org/pdf/1409.4014v1,No journal ref found,none,cs.CV,Summary17785,1409.4046v1,2014-09-14T10:56:12Z,A New Framework for Retinex based Color Image Enhancement using Particle Swarm Optimization,"M. C Hanumantharaju, M. Ravishankar, D. R Rameshbabu, V. N Manjunath Aradhya",http://arxiv.org/pdf/1409.4046v1,No journal ref found,none,cs.CV,Summary17786,1409.4095v1,2014-09-14T20:11:11Z,Cavlectometry: Towards Holistic Reconstruction of Large Mirror Objects,"Jonathan Balzer, Daniel Acevedo-Feliz, Stefano Soatto, Sebastian Höfer, Markus Hadwiger, Jürgen Beyerer",http://arxiv.org/pdf/1409.4095v1,No journal ref found,none,cs.CV,Summary17787,1409.4205v1,2014-09-15T10:53:04Z,Speeding-up Graphical Model Optimization via a Coarse-to-fine Cascade of Pruning Classifiers,"B. Conejo, N. Komodakis, S. Leprince, J. P. Avouac",http://arxiv.org/pdf/1409.4205v1,No journal ref found,none,cs.CV,Summary17788,1409.4349v1,2014-09-15T17:50:26Z,On the optimality of shape and data representation in the spectral domain,"Yonathan Aflalo, Haim Brezis, Ron Kimmel",http://arxiv.org/pdf/1409.4349v1,No journal ref found,none,cs.CV,Summary17789,1409.4481v1,2014-09-16T01:36:52Z,Real-time Crowd Tracking using Parameter Optimized Mixture of Motion Models,"Aniket Bera, David Wolinski, Julien Pettré, Dinesh Manocha",http://arxiv.org/pdf/1409.4481v1,No journal ref found,none,cs.CV,Summary17790,1409.4559v1,2014-09-16T10:02:00Z,A Combined Method Of Fractal And GLCM Features For MRI And CT Scan Images Classification,"Redouan Korchiyne, Sidi Mohamed Farssi, Abderrahmane Sbihi, Rajaa Touahni, Mustapha Tahiri Alaoui",http://arxiv.org/pdf/1409.4559v1,No journal ref found,none,cs.CV,Summary17791,1409.4842v1,2014-09-17T01:03:11Z,Going Deeper with Convolutions,"Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich",http://arxiv.org/pdf/1409.4842v1,No journal ref found,none,cs.CV,Summary17792,1409.4995v1,2014-09-17T13:50:37Z,Adaptive Tag Selection for Image Annotation,"Xixi He, Xirong Li, Gang Yang, Jieping Xu, Qin Jin",http://arxiv.org/pdf/1409.4995v1,No journal ref found,none,cs.CV,Summary17793,1409.5114v2,2014-09-17T19:55:34Z,"A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-resolution","Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song, Xueming Li",http://arxiv.org/pdf/1409.5114v2,No journal ref found,none,cs.CV,Summary17794,1409.5188v1,2014-09-18T04:36:19Z,Fingerprint Classification Based on Depth Neural Network,"Ruxin Wang, Congying Han, Yanping Wu, Tiande Guo",http://arxiv.org/pdf/1409.5188v1,No journal ref found,none,cs.CV,Summary17795,1409.5230v1,2014-09-18T09:10:28Z,Deep Regression for Face Alignment,"Baoguang Shi, Xiang Bai, Wenyu Liu, Jingdong Wang",http://arxiv.org/pdf/1409.5230v1,No journal ref found,none,cs.CV,Summary17796,1409.5241v2,2014-09-18T09:57:41Z,Subspace Alignment For Domain Adaptation,"Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars",http://arxiv.org/pdf/1409.5241v2,No journal ref found,none,cs.CV,Summary17797,1409.5400v1,2014-09-18T18:28:20Z,Visual Landmark Recognition from Internet Photo Collections: A Large-Scale Evaluation,"Tobias Weyand, Bastian Leibe",http://arxiv.org/pdf/1409.5400v1,No journal ref found,none,cs.CV,Summary17798,1409.5403v2,2014-09-18T18:34:10Z,Deformable Part Models are Convolutional Neural Networks,"Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik",http://arxiv.org/pdf/1409.5403v2,No journal ref found,none,cs.CV,Summary17799,1409.5729v1,2014-09-19T17:07:53Z,Hyperspectral and Multispectral Image Fusion based on a Sparse Representation,"Qi Wei, José Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret",http://arxiv.org/pdf/1409.5729v1,No journal ref found,none,cs.CV,Summary17800,1409.5763v2,2014-09-19T19:03:57Z,Active Dictionary Learning in Sparse Representation Based Classification,"Jin Xu, Haibo He, Hong Man",http://arxiv.org/pdf/1409.5763v2,No journal ref found,none,cs.CV,Summary17801,1409.5786v2,2014-09-22T13:35:34Z,Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification,"Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi",http://arxiv.org/pdf/1409.5786v2,"Knowledge based Systems, 2015, 90, p.14-22",none,cs.CV,Summary17802,1409.5957v2,2014-09-21T09:10:24Z,A Global Approach for Solving Edge-Matching Puzzles,"Shahar Z. Kovalsky, Daniel Glasner, Ronen Basri",http://arxiv.org/pdf/1409.5957v2,"SIAM J. Imaging Sciences, Vol. 8, Issue 2, 916--938, 2015",none,cs.CV,Summary17803,1409.6080v2,2014-09-22T04:31:12Z,Temporally Coherent Bayesian Models for Entity Discovery in Videos by Tracklet Clustering,"Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya",http://arxiv.org/pdf/1409.6080v2,No journal ref found,none,cs.CV,Summary17804,1409.6155v3,2014-09-22T12:42:08Z,1-HKUST: Object Detection in ILSVRC 2014,"Cewu Lu, Hao Chen, Qifeng Chen, Hei Law, Yao Xiao, Chi-Keung Tang",http://arxiv.org/pdf/1409.6155v3,No journal ref found,none,cs.CV,Summary17805,1409.6235v1,2014-09-22T16:37:57Z,Detecting People in Cubist Art,"Shiry Ginosar, Daniel Haas, Timothy Brown, Jitendra Malik",http://arxiv.org/pdf/1409.6235v1,No journal ref found,none,cs.CV,Summary17806,1409.6689v1,2014-09-17T21:58:02Z,Visual Words for Automatic Lip-Reading,Ahmad Basheer Hassanat,http://arxiv.org/pdf/1409.6689v1,"PhD thesis, the University of Buckingham, 2009",none,cs.CV,Summary17807,1409.6745v1,2014-09-23T20:25:46Z,A Concept Learning Approach to Multisensory Object Perception,"Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert Jacobs",http://arxiv.org/pdf/1409.6745v1,No journal ref found,none,cs.CV,Summary17808,1409.6813v2,2014-09-24T03:57:49Z,Histogram of Oriented Principal Components for Cross-View Action Recognition,"Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian",http://arxiv.org/pdf/1409.6813v2,No journal ref found,none,cs.CV,Summary17809,1409.6838v1,2014-09-24T06:08:35Z,Recent Progress in Image Deblurring,"Ruxin Wang, Dacheng Tao",http://arxiv.org/pdf/1409.6838v1,No journal ref found,none,cs.CV,Summary17810,1409.6911v3,2014-09-24T11:50:48Z,Do More Dropouts in Pool5 Feature Maps for Better Object Detection,"Zhiqiang Shen, Xiangyang Xue",http://arxiv.org/pdf/1409.6911v3,No journal ref found,none,cs.CV,Summary17811,1409.7164v1,2014-09-25T06:27:28Z,Deep Learning Representation using Autoencoder for 3D Shape Retrieval,"Zhuotun Zhu, Xinggang Wang, Song Bai, Cong Yao, Xiang Bai",http://arxiv.org/pdf/1409.7164v1,No journal ref found,none,cs.CV,Summary17812,1409.7307v1,2014-09-25T15:52:05Z,Image Classification with A Deep Network Model based on Compressive Sensing,"Yufei Gan, Tong Zhuo, Chu He",http://arxiv.org/pdf/1409.7307v1,No journal ref found,none,cs.CV,Summary17813,1409.7313v1,2014-09-25T16:14:18Z,A Deep Graph Embedding Network Model for Face Recognition,"Yufei Gan, Teng Yang, Chu He",http://arxiv.org/pdf/1409.7313v1,No journal ref found,none,cs.CV,Summary17814,1409.7474v1,2014-09-26T06:17:23Z,Extracting man-made objects from remote sensing images via fast level set evolutions,"Zhongbin Li, Wenzhong Shi, Qunming Wang, Zelang Miao",http://arxiv.org/pdf/1409.7474v1,"IEEE Transactions on Geoscience and Remote Sensing, Vol.53(2), pp.883-899, 2015",none,cs.CV,Summary17815,1409.7556v3,2014-09-26T12:36:54Z,Location Recognition Over Large Time Lags,"Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars",http://arxiv.org/pdf/1409.7556v3,No journal ref found,none,cs.CV,Summary17816,1409.7618v3,2014-09-26T16:15:32Z,Multiple Object Tracking: A Literature Review,"Wenhan Luo, Junliang Xing, Xiaoqin Zhang, Xiaowei Zhao, Tae-Kyun Kim",http://arxiv.org/pdf/1409.7618v3,No journal ref found,none,cs.CV,Summary17817,1409.7818v2,2014-09-27T15:45:51Z,On The Power of Joint Wavelet-DCT Features for Multispectral Palmprint Recognition,"Shervin Minaee, AmirAli Abdolrashidi",http://arxiv.org/pdf/1409.7818v2,No journal ref found,none,cs.CV,Summary17818,1409.8230v8,2014-09-29T18:38:52Z,RENOIR - A Dataset for Real Low-Light Image Noise Reduction,"Josue Anaya, Adrian Barbu",http://arxiv.org/pdf/1409.8230v8,No journal ref found,none,cs.CV,Summary17819,1409.8403v2,2014-09-30T06:49:53Z,Evaluation of Output Embeddings for Fine-Grained Image Classification,"Zeynep Akata, Scott Reed, Daniel Walter, Honglak Lee, Bernt Schiele",http://arxiv.org/pdf/1409.8403v2,No journal ref found,none,cs.CV,Summary17820,1501.00105v1,2014-12-31T10:14:25Z,Face recognition using color local binary pattern from mutually independent color channels,Gholamreza Anbarjafari,http://arxiv.org/pdf/1501.00105v1,No journal ref found,none,cs.CV,Summary17821,1501.00614v1,2015-01-04T00:07:00Z,Understanding Trajectory Behavior: A Motion Pattern Approach,"Mahdi M. Kalayeh, Stephen Mussmann, Alla Petrakova, Niels da Vitoria Lobo, Mubarak Shah",http://arxiv.org/pdf/1501.00614v1,No journal ref found,none,cs.CV,Summary17822,1501.00642v2,2015-01-04T06:48:24Z,Unsupervised Feature Learning for Dense Correspondences across Scenes,"Chao Zhang, Chunhua Shen, Tingzhi Shen",http://arxiv.org/pdf/1501.00642v2,No journal ref found,none,cs.CV,Summary17823,1501.00825v1,2015-01-05T11:43:26Z,Group $K$-Means,"Jianfeng Wang, Shuicheng Yan, Yi Yang, Mohan S Kankanhalli, Shipeng Li, Jingdong Wang",http://arxiv.org/pdf/1501.00825v1,No journal ref found,none,cs.CV,Summary17824,1501.00857v1,2015-01-05T13:37:37Z,Fast forward feature selection for the nonlinear classification of hyperspectral images,"Mathieu Fauvel, Clement Dechesne, Anthony Zullo, Frédéric Ferraty",http://arxiv.org/pdf/1501.00857v1,No journal ref found,none,cs.CV,Summary17825,1501.00901v2,2015-01-05T15:53:01Z,Learning to Recognize Pedestrian Attribute,"Yubin Deng, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1501.00901v2,No journal ref found,none,cs.CV,Summary17826,1501.00909v1,2015-01-05T16:24:37Z,Adaptive Objectness for Object Tracking,"Pengpeng Liang, Chunyuan Liao, Xue Mei, Haibin Ling",http://arxiv.org/pdf/1501.00909v1,No journal ref found,none,cs.CV,Summary17827,1501.01083v1,2015-01-06T05:51:23Z,Stem-Calyx Recognition of an Apple using Shape Descriptors,"S. H. Mohana, C. J. Prabhakar",http://arxiv.org/pdf/1501.01083v1,No journal ref found,none,cs.CV,Summary17828,1501.01090v1,2015-01-06T06:52:09Z,A Novel Technique for Grading of Dates using Shape and Texture Features,"S. H. Mohana, C. J. Prabhakar",http://arxiv.org/pdf/1501.01090v1,No journal ref found,none,cs.CV,Summary17829,1501.01106v1,2015-01-06T08:09:08Z,A Study on Clustering for Clustering Based Image De-Noising,"Hossein Bakhshi Golestani, Mohsen Joneidi, Mostafa Sadeghi",http://arxiv.org/pdf/1501.01106v1,"Journal of Information Systems and Telecommunications (JIST), vol. 2, no. 4, pp. 196-204, December 2014",none,cs.CV,Summary17830,1501.01181v2,2015-01-06T14:03:39Z,Object localization in ImageNet by looking out of the window,"Alexander Vezhnevets, Vittorio Ferrari",http://arxiv.org/pdf/1501.01181v2,No journal ref found,none,cs.CV,Summary17831,1501.01186v3,2015-01-06T14:13:07Z,Analysing domain shift factors between videos and images for object detection,"Vicky Kalogeiton, Vittorio Ferrari, Cordelia Schmid",http://arxiv.org/pdf/1501.01186v3,No journal ref found,none,cs.CV,Summary17832,1501.01364v1,2015-01-07T04:00:26Z,Leader Follower Formation Control of Ground Vehicles Using Camshift Based Guidance,"S. M. Vaitheeswaran, Bharath M. K., Gokul M",http://arxiv.org/pdf/1501.01364v1,No journal ref found,none,cs.CV,Summary17833,1501.01372v4,2015-01-07T06:27:33Z,Weighted Schatten $p$-Norm Minimization for Image Denoising with Local and Nonlocal Regularization,Yuan Xie,http://arxiv.org/pdf/1501.01372v4,No journal ref found,none,cs.CV,Summary17834,1501.01548v2,2015-01-07T16:40:51Z,Implementation of Auto Monitoring and Short-Message-Service System via GSM Modem,"Akilan Thangarajah, Buddhapala Wongkaew, Mongkol Ekpanyapong",http://arxiv.org/pdf/1501.01548v2,No journal ref found,none,cs.CV,Summary17835,1501.01697v2,2015-01-08T01:01:25Z,Super-resolution MRI Using Finite Rate of Innovation Curves,"Greg Ongie, Mathews Jacob",http://arxiv.org/pdf/1501.01697v2,No journal ref found,none,cs.CV,Summary17836,1501.01723v1,2015-01-08T04:05:39Z,An Effective Image Feature Classiffication using an improved SOM,"M. Abdelsamea, Marghny H. Mohamed, Mohamed Bamatraf",http://arxiv.org/pdf/1501.01723v1,No journal ref found,none,cs.CV,Summary17837,1501.01744v1,2015-01-08T06:52:47Z,Optimal Radiometric Calibration for Camera-Display Communication,"Wenjia Yuan, Eric Wengrowski, Kristin J. Dana, Ashwin Ashok, Marco Gruteser, Narayan Mandayam",http://arxiv.org/pdf/1501.01744v1,No journal ref found,none,cs.CV,Summary17838,1501.02113v1,2015-01-09T12:00:08Z,Filter Design and Performance Evaluation for Fingerprint Image Segmentation,"Duy Hoang Thai, Stephan Huckemann, Carsten Gottschlich",http://arxiv.org/pdf/1501.02113v1,"PLoS ONE, vol. 11, no. 5, pp. e0154160, May 2016",none,cs.CV,Summary17839,1501.02372v2,2015-01-10T17:31:11Z,Efficient Rotation-Scaling-Translation Parameters Estimation Based on Fractal Image Model,"M. Uss, B. Vozel, V. Lukin, K. Chehdi",http://arxiv.org/pdf/1501.02372v2,No journal ref found,none,cs.CV,Summary17840,1501.02555v3,2015-01-12T07:32:45Z,Tri-Subject Kinship Verification: Understanding the Core of A Family,"Xiaoqian Qin, Xiaoyang Tan, Songcan Chen",http://arxiv.org/pdf/1501.02555v3,No journal ref found,none,cs.CV,Summary17841,1501.02565v2,2015-01-12T08:19:09Z,EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow,"Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1501.02565v2,No journal ref found,none,cs.CV,Summary17842,1501.02741v1,2015-01-05T20:24:01Z,Salient Object Detection: A Benchmark,"Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li",http://arxiv.org/pdf/1501.02741v1,"Image Processing, IEEE Transactions on (Volume:24, Issue: 12), 2015",none,cs.CV,Summary17843,1501.02825v1,2015-01-12T21:14:56Z,A Survey on Recent Advances of Computer Vision Algorithms for Egocentric Video,Sven Bambach,http://arxiv.org/pdf/1501.02825v1,No journal ref found,none,cs.CV,Summary17844,1501.02876v5,2015-01-13T03:42:24Z,Deep Image: Scaling up Image Recognition,"Ren Wu, Shengen Yan, Yi Shan, Qingqing Dang, Gang Sun",http://arxiv.org/pdf/1501.02876v5,No journal ref found,none,cs.CV,Summary17845,1501.02887v1,2015-01-11T16:53:05Z,Online Handwritten Devanagari Stroke Recognition Using Extended Directional Features,"Lajish VL, Sunil Kumar Kopparapu",http://arxiv.org/pdf/1501.02887v1,No journal ref found,none,cs.CV,Summary17846,1501.03058v1,2015-01-13T16:02:16Z,An Adaptive Neuro-Fuzzy Inference System Modeling for Grid-Adaptive Interpolation over Depth Images,Arbaaz Singh Sidhu,http://arxiv.org/pdf/1501.03058v1,No journal ref found,none,cs.CV,Summary17847,1501.03069v2,2015-01-13T16:46:39Z,Learning from Multiple Sources for Video Summarisation,"Xiatian Zhu, Chen Change Loy, Shaogang Gong",http://arxiv.org/pdf/1501.03069v2,No journal ref found,none,cs.CV,Summary17848,1501.03124v1,2015-01-13T19:35:18Z,Robust and Real Time Detection of Curvy Lanes (Curves) with Desired Slopes for Driving Assistance and Autonomous Vehicles,"Amartansh Dubey, K. M. Bhurchandi",http://arxiv.org/pdf/1501.03124v1,No journal ref found,none,cs.CV,Summary17849,1501.03320v1,2015-01-14T11:24:02Z,Image enhancement in intensity projected multichannel MRI using spatially adaptive directional anisotropic diffusion,"P. K. Akshara, J. S. Paul",http://arxiv.org/pdf/1501.03320v1,No journal ref found,none,cs.CV,Summary17850,1501.03383v1,2015-01-10T17:36:24Z,On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection,"Boris Schauerte, Rainer Stiefelhagen",http://arxiv.org/pdf/1501.03383v1,PLoS ONE 10 (2015),none,cs.CV,Summary17851,1501.03719v1,2015-01-15T15:38:57Z,LATCH: Learned Arrangements of Three Patch Codes,"Gil Levi, Tal Hassner",http://arxiv.org/pdf/1501.03719v1,No journal ref found,none,cs.CV,Summary17852,1501.03755v2,2015-01-15T17:40:20Z,Screen Content Image Segmentation Using Least Absolute Deviation Fitting,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1501.03755v2,No journal ref found,none,cs.CV,Summary17853,1501.03779v1,2015-01-15T19:11:26Z,Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study,"Holger R. Roth, Thomas E. Hampshire, Emma Helbren, Mingxing Hu, Roser Vega, Steve Halligan, David J. Hawkes",http://arxiv.org/pdf/1501.03779v1,"Proc. SPIE 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling, 903609 (March 12, 2014)",none,cs.CV,Summary17854,1501.03879v1,2015-01-16T05:27:17Z,A new ADMM algorithm for the Euclidean median and its application to robust patch regression,"Kunal N. Chaudhury, K. R. Ramakrishnan",http://arxiv.org/pdf/1501.03879v1,No journal ref found,none,cs.CV,Summary17855,1501.03952v1,2015-01-16T11:19:45Z,Mind the Gap: Subspace based Hierarchical Domain Adaptation,"Anant Raj, Vinay P. Namboodiri, Tinne Tuytelaars",http://arxiv.org/pdf/1501.03952v1,No journal ref found,none,cs.CV,Summary17856,1501.04140v1,2015-01-17T01:10:32Z,A Fast Fractal Image Compression Algorithm Using Predefined Values for Contrast Scaling,"H. Miar Naimi, M. Salarian",http://arxiv.org/pdf/1501.04140v1,No journal ref found,none,cs.CV,Summary17857,1501.04163v1,2015-01-17T06:03:28Z,Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model,"Gui-Song Xia, Gang Liu, Wen Yang",http://arxiv.org/pdf/1501.04163v1,"IEEE Trans. Geoscience and Remote Sensing, Vol. 54, No.4, 2015",none,cs.CV,Summary17858,1501.04276v1,2015-01-18T10:02:25Z,Correlation Adaptive Subspace Segmentation by Trace Lasso,"Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan",http://arxiv.org/pdf/1501.04276v1,No journal ref found,none,cs.CV,Summary17859,1501.04277v1,2015-01-18T10:06:55Z,Correntropy Induced L2 Graph for Robust Subspace Clustering,"Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin",http://arxiv.org/pdf/1501.04277v1,No journal ref found,none,cs.CV,Summary17860,1501.04292v1,2015-01-18T12:46:11Z,Image classification by visual bag-of-words refinement and reduction,"Zhiwu Lu, Liwei Wang, Ji-Rong Wen",http://arxiv.org/pdf/1501.04292v1,No journal ref found,none,cs.CV,Summary17861,1501.04367v1,2015-01-18T23:14:15Z,Reconstruction-free action inference from compressive imagers,"Kuldeep Kulkarni, Pavan Turaga",http://arxiv.org/pdf/1501.04367v1,No journal ref found,none,cs.CV,Summary17862,1501.04378v4,2015-01-19T03:04:16Z,Instance Significance Guided Multiple Instance Boosting for Robust Visual Tracking,"Jinwu Liu, Yao Lu, Tianfei Zhou",http://arxiv.org/pdf/1501.04378v4,No journal ref found,none,cs.CV,Summary17863,1501.04505v2,2015-01-19T14:39:51Z,Robust Visual Tracking via Convolutional Networks,"Kaihua Zhang, Qingshan Liu, Yi Wu, Ming-Hsuan Yang",http://arxiv.org/pdf/1501.04505v2,No journal ref found,none,cs.CV,Summary17864,1501.04537v6,2015-01-19T16:18:48Z,Coupled Depth Learning,"Mohammad Haris Baig, Lorenzo Torresani",http://arxiv.org/pdf/1501.04537v6,No journal ref found,none,cs.CV,Summary17865,1501.04686v1,2015-01-20T00:46:10Z,Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences,"Pichao Wang, Wanqing Li, Zhimin Gao, Jing Zhang, Chang Tang, Philip Ogunbona",http://arxiv.org/pdf/1501.04686v1,No journal ref found,none,cs.CV,Summary17866,1501.04690v1,2015-01-20T01:15:02Z,Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?,"Erjin Zhou, Zhimin Cao, Qi Yin",http://arxiv.org/pdf/1501.04690v1,No journal ref found,none,cs.CV,Summary17867,1501.04691v3,2015-01-20T01:19:33Z,Tracing the boundaries of materials in transparent vessels using computer vision,Sagi Eppel,http://arxiv.org/pdf/1501.04691v3,No journal ref found,none,cs.CV,Summary17868,1501.04754v1,2015-01-20T10:24:31Z,Distributed Data Association in Smart Camera Networks via Dual Decomposition,"Jiuqing Wan, Yuting Nie, Li Liu",http://arxiv.org/pdf/1501.04754v1,No journal ref found,none,cs.CV,Summary17869,1501.04782v2,2015-01-20T12:38:08Z,Constructing Binary Descriptors with a Stochastic Hill Climbing Search,"Nenad Markuš, Igor S. Pandžić, Jörgen Ahlberg",http://arxiv.org/pdf/1501.04782v2,No journal ref found,none,cs.CV,Summary17870,1501.04878v2,2015-01-20T16:56:49Z,A Light Transport Model for Mitigating Multipath Interference in TOF Sensors,"Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar, Sing Bing Kang",http://arxiv.org/pdf/1501.04878v2,No journal ref found,none,cs.CV,Summary17871,1501.05152v1,2015-01-21T12:22:38Z,"Mirror, mirror on the wall, tell me, is the error small?","Heng Yang, Ioannis Patras",http://arxiv.org/pdf/1501.05152v1,No journal ref found,none,cs.CV,Summary17872,1501.05192v2,2015-01-21T15:19:09Z,A Graph Theoretic Approach for Object Shape Representation in Compositional Hierarchies Using a Hybrid Generative-Descriptive Model,"Umit Rusen Aktas, Mete Ozay, Ales Leonardis, Jeremy L. Wyatt",http://arxiv.org/pdf/1501.05192v2,No journal ref found,none,cs.CV,Summary17873,1501.05382v2,2015-01-22T03:54:15Z,Enhanced Mixtures of Part Model for Human Pose Estimation,"Wenjuan Gong, Yongzhen Huang, Jordi Gonzalez, and Liang Wang",http://arxiv.org/pdf/1501.05382v2,No journal ref found,none,cs.CV,Summary17874,1501.05432v1,2015-01-22T09:10:28Z,Point Context: An Effective Shape Descriptor for RST-invariant Trajectory Recognition,"Xingyu Wu, Xia Mao, Lijiang Chen, Yuli Xue, Angelo Compare",http://arxiv.org/pdf/1501.05432v1,"Journal of Mathematical Imaging and Vision, 2016",none,cs.CV,Summary17875,1501.05472v1,2015-01-22T12:05:25Z,Handwritten Devanagari Script Segmentation: A non-linear Fuzzy Approach,"Ram Sarkar, Bibhash Sen, Nibaran Das, Subhadip Basu",http://arxiv.org/pdf/1501.05472v1,No journal ref found,none,cs.CV,Summary17876,1501.05494v1,2015-01-22T13:43:01Z,Design of a novel convex hull based feature set for recognition of isolated handwritten Roman numerals,"Nibaran Das, Sandip Pramanik, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu",http://arxiv.org/pdf/1501.05494v1,No journal ref found,none,cs.CV,Summary17877,1501.05495v1,2015-01-22T13:46:06Z,A GA Based approach for selection of local features for recognition of handwritten Bangla numerals,"Nibaran Das, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri",http://arxiv.org/pdf/1501.05495v1,No journal ref found,none,cs.CV,Summary17878,1501.05497v1,2015-01-22T13:50:25Z,An Improved Feature Descriptor for Recognition of Handwritten Bangla Alphabet,"Nibaran Das, Subhadip Basu, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak kumar Basu",http://arxiv.org/pdf/1501.05497v1,No journal ref found,none,cs.CV,Summary17879,1501.05499v2,2015-01-22T13:51:06Z,Globally Optimal Cell Tracking using Integer Programming,"Engin Türetken, Xinchao Wang, Carlos Becker, Carsten Haubold, Pascal Fua",http://arxiv.org/pdf/1501.05499v2,No journal ref found,none,cs.CV,Summary17880,1501.05617v1,2015-01-22T20:04:20Z,Unsupervised image segmentation by Global and local Criteria Optimization Based on Bayesian Networks,"Mohamed Ali Mahjoub, Mohamed Mhiri",http://arxiv.org/pdf/1501.05617v1,No journal ref found,none,cs.CV,Summary17881,1501.05680v2,2015-01-22T22:47:35Z,Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models,"Marc Niethammer, Kilian M. Pohl, Firdaus Janoos, William M. Wells III",http://arxiv.org/pdf/1501.05680v2,No journal ref found,none,cs.CV,Summary17882,1501.05703v2,2015-01-23T02:35:01Z,Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues,"Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev",http://arxiv.org/pdf/1501.05703v2,No journal ref found,none,cs.CV,Summary17883,1501.05759v1,2015-01-23T10:19:33Z,Filtered Channel Features for Pedestrian Detection,"Shanshan Zhang, Rodrigo Benenson, Bernt Schiele",http://arxiv.org/pdf/1501.05759v1,No journal ref found,none,cs.CV,Summary17884,1501.05790v1,2015-01-23T13:07:56Z,Taking a Deeper Look at Pedestrians,"Jan Hosang, Mohamed Omran, Rodrigo Benenson, Bernt Schiele",http://arxiv.org/pdf/1501.05790v1,No journal ref found,none,cs.CV,Summary17885,1501.05854v1,2015-01-23T16:11:23Z,Unsupervised Segmentation of Multispectral Images with Cellular Automata,"Wuilian Torres, Antonio Rueda-Toicen",http://arxiv.org/pdf/1501.05854v1,No journal ref found,none,cs.CV,Summary17886,1501.05964v1,2015-01-23T21:36:55Z,Advances in Human Action Recognition: A Survey,"Guangchun Cheng, Yiwen Wan, Abdullah N. Saudagar, Kamesh Namuduri, Bill P. Buckles",http://arxiv.org/pdf/1501.05964v1,No journal ref found,none,cs.CV,Summary17887,1501.05970v1,2015-01-23T21:46:41Z,Automatic Objects Removal for Scene Completion,"Jianjun Yang, Yin Wang, Honggang Wang, Kun Hua, Wei Wang, Ju Shen",http://arxiv.org/pdf/1501.05970v1,No journal ref found,none,cs.CV,Summary17888,1501.06114v2,2015-01-25T04:54:42Z,Accurate automatic segmentation of retina layers with emphasis on first layer,Mahdi Salarian,http://arxiv.org/pdf/1501.06114v2,No journal ref found,none,cs.CV,Summary17889,1501.06129v1,2015-01-25T08:38:48Z,An Occlusion Reasoning Scheme for Monocular Pedestrian Tracking in Dynamic Scenes,"Sourav Garg, Swagat Kumar, Rajesh Ratnakaram, Prithwijit Guha",http://arxiv.org/pdf/1501.06129v1,No journal ref found,none,cs.CV,Summary17890,1501.06170v3,2015-01-25T15:09:23Z,Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals,"Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce",http://arxiv.org/pdf/1501.06170v3,No journal ref found,none,cs.CV,Summary17891,1501.06180v1,2015-01-25T16:52:41Z,Exploring Human Vision Driven Features for Pedestrian Detection,"Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers",http://arxiv.org/pdf/1501.06180v1,No journal ref found,none,cs.CV,Summary17892,1501.06262v3,2015-01-26T06:45:34Z,3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks,"Keze Wang, Xiaolong Wang, Liang Lin, Meng Wang, Wangmeng Zuo",http://arxiv.org/pdf/1501.06262v3,No journal ref found,none,cs.CV,Summary17893,1501.06297v2,2015-01-26T09:37:58Z,Geodesic convolutional neural networks on Riemannian manifolds,"Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst",http://arxiv.org/pdf/1501.06297v2,No journal ref found,none,cs.CV,Summary17894,1501.06716v1,2015-01-27T09:54:00Z,A General Preprocessing Method for Improved Performance of Epipolar Geometry Estimation Algorithms,"Maria Kushnir, Ilan Shimshoni",http://arxiv.org/pdf/1501.06716v1,No journal ref found,none,cs.CV,Summary17895,1501.06722v1,2015-01-27T10:03:45Z,Parametric Image Segmentation of Humans with Structural Shape Priors,"Alin-Ionut Popa, Cristian Sminchisescu",http://arxiv.org/pdf/1501.06722v1,No journal ref found,none,cs.CV,Summary17896,1501.06751v1,2015-01-27T11:51:58Z,A Cheap System for Vehicle Speed Detection,"Chaim Ginzburg, Amit Raphael, Daphna Weinshall",http://arxiv.org/pdf/1501.06751v1,No journal ref found,none,cs.CV,Summary17897,1501.06993v1,2015-01-28T05:41:07Z,Feature Sampling Strategies for Action Recognition,"Youjie Zhou, Hongkai Yu, Song Wang",http://arxiv.org/pdf/1501.06993v1,No journal ref found,none,cs.CV,Summary17898,1501.07180v2,2015-01-28T16:32:53Z,End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning,"Liliang Zhang, Liang Lin, Xian Wu, Shengyong Ding, Lei Zhang",http://arxiv.org/pdf/1501.07180v2,No journal ref found,none,cs.CV,Summary17899,1501.07338v1,2015-01-29T03:39:26Z,On Vectorization of Deep Convolutional Neural Networks for Vision Tasks,"Jimmy SJ. Ren, Li Xu",http://arxiv.org/pdf/1501.07338v1,No journal ref found,none,cs.CV,Summary17900,1501.07359v2,2015-01-29T07:30:13Z,Learning And-Or Models to Represent Context and Occlusion for Car Detection and Viewpoint Estimation,"Tianfu Wu, Bo Li, Song-Chun Zhu",http://arxiv.org/pdf/1501.07359v2,No journal ref found,none,cs.CV,Summary17901,1501.07492v2,2015-01-29T15:57:52Z,Weakly Supervised Learning for Salient Object Detection,Huaizu Jiang,http://arxiv.org/pdf/1501.07492v2,No journal ref found,none,cs.CV,Summary17902,1501.07680v2,2015-01-30T07:09:09Z,Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes using Holistic Structure based Models,"Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka",http://arxiv.org/pdf/1501.07680v2,IEEE Trans. Geosci. Remote Sens. 54 (2008) 4629-4641,none,cs.CV,Summary17903,1501.07681v1,2015-01-30T07:16:50Z,Vector Quantization by Minimizing Kullback-Leibler Divergence,"Lan Yang, Jingbin Wang, Yujin Tu, Prarthana Mahapatra, Nelson Cardoso",http://arxiv.org/pdf/1501.07681v1,No journal ref found,none,cs.CV,Summary17904,1501.07683v1,2015-01-30T07:24:44Z,Downscaling Microwave Brightness Temperatures Using Self Regularized Regressive Models,"Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka",http://arxiv.org/pdf/1501.07683v1,No journal ref found,none,cs.CV,Summary17905,1501.07692v1,2015-01-30T08:12:48Z,Blob indentation identification via curvature measurement,Matthew Sottile,http://arxiv.org/pdf/1501.07692v1,No journal ref found,none,cs.CV,Summary17906,1501.07738v1,2015-01-30T11:48:20Z,Co-Regularized Deep Representations for Video Summarization,"Olivier Morère, Hanlin Goh, Antoine Veillard, Vijay Chandrasekhar, Jie Lin",http://arxiv.org/pdf/1501.07738v1,No journal ref found,none,cs.CV,Summary17907,1501.07844v1,2015-01-30T17:03:22Z,A Proximal Bregman Projection Approach to Continuous Max-Flow Problems Using Entropic Distances,"John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters",http://arxiv.org/pdf/1501.07844v1,No journal ref found,none,cs.CV,Summary17908,1501.07862v1,2015-01-30T17:50:41Z,An Analytical Study of different Document Image Binarization Methods,"Mahua Nandy, Satadal Saha",http://arxiv.org/pdf/1501.07862v1,No journal ref found,none,cs.CV,Summary17909,1501.07867v1,2015-01-30T18:05:01Z,"Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors","Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac. D. Tran",http://arxiv.org/pdf/1501.07867v1,No journal ref found,none,cs.CV,Summary17910,1505.00040v1,2015-04-30T21:42:23Z,Overlapping and Non-overlapping Camera Layouts for Robot Pose Estimation,Mohammad Ehab Ragab,http://arxiv.org/pdf/1505.00040v1,"IJCSI - March 2015 Issue (Volume 12, Issue 2)",none,cs.CV,Summary17911,1505.00066v2,2015-05-01T01:45:52Z,Pose Induction for Novel Object Categories,"Shubham Tulsiani, João Carreira, Jitendra Malik",http://arxiv.org/pdf/1505.00066v2,No journal ref found,none,cs.CV,Summary17912,1505.00074v2,2015-05-01T02:49:55Z,Image Denoising using Optimally Weighted Bilateral Filters: A Sure and Fast Approach,"Kunal N. Chaudhury, Kollipara Rithwik",http://arxiv.org/pdf/1505.00074v2,No journal ref found,none,cs.CV,Summary17913,1505.00077v2,2015-05-01T03:01:09Z,Fast and Accurate Bilateral Filtering using Gauss-Polynomial Decomposition,Kunal N. Chaudhury,http://arxiv.org/pdf/1505.00077v2,No journal ref found,none,cs.CV,Summary17914,1505.00110v1,2015-05-01T07:38:52Z,The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs,"Hongping Cai, Qi Wu, Tadeo Corradi, Peter Hall",http://arxiv.org/pdf/1505.00110v1,No journal ref found,none,cs.CV,Summary17915,1505.00171v1,2015-05-01T12:55:32Z,SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes,"Ankur Handa, Viorica Patraucean, Vijay Badrinarayanan, Simon Stent, Roberto Cipolla",http://arxiv.org/pdf/1505.00171v1,No journal ref found,none,cs.CV,Summary17916,1505.00192v1,2015-04-30T16:32:26Z,Application of S-Transform on Hyper kurtosis based Modified Duo Histogram Equalized DIC images for Pre-cancer Detection,"Sabyasachi Mukhopadhyay, Soham Mandal, Sawon Pratiher, Ritwik Barman, M. Venkatesh, Nirmalya Ghosh, Prasanta K. Panigrahi",http://arxiv.org/pdf/1505.00192v1,No journal ref found,none,cs.CV,Summary17917,1505.00218v1,2015-05-01T17:01:37Z,Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions,"Yuri Boykov, Hossam Isack, Carl Olsson, Ismail Ben Ayed",http://arxiv.org/pdf/1505.00218v1,No journal ref found,none,cs.CV,Summary17918,1505.00249v1,2015-05-01T19:14:39Z,Image Segmentation by Size-Dependent Single Linkage Clustering of a Watershed Basin Graph,"Aleksandar Zlateski, H. Sebastian Seung",http://arxiv.org/pdf/1505.00249v1,No journal ref found,none,cs.CV,Summary17919,1505.00256v3,2015-05-01T19:31:13Z,DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving,"Chenyi Chen, Ari Seff, Alain Kornhauser, Jianxiong Xiao",http://arxiv.org/pdf/1505.00256v3,No journal ref found,none,cs.CV,Summary17920,1505.00276v1,2015-05-01T20:35:24Z,Joint Object and Part Segmentation using Deep Learned Potentials,"Peng Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, Alan Yuille",http://arxiv.org/pdf/1505.00276v1,No journal ref found,none,cs.CV,Summary17921,1505.00295v2,2015-05-02T00:02:32Z,Dense Optical Flow Prediction from a Static Image,"Jacob Walker, Abhinav Gupta, Martial Hebert",http://arxiv.org/pdf/1505.00295v2,No journal ref found,none,cs.CV,Summary17922,1505.00296v1,2015-05-02T01:26:42Z,Object-Scene Convolutional Neural Networks for Event Recognition in Images,"Limin Wang, Zhe Wang, Wenbin Du, Yu Qiao",http://arxiv.org/pdf/1505.00296v1,No journal ref found,none,cs.CV,Summary17923,1505.00315v1,2015-05-02T06:43:28Z,Learning Temporal Embeddings for Complex Video Analysis,"Vignesh Ramanathan, Kevin Tang, Greg Mori, Li Fei-Fei",http://arxiv.org/pdf/1505.00315v1,No journal ref found,none,cs.CV,Summary17924,1505.00353v1,2015-05-02T16:37:57Z,"Joint Multi-Leaf Segmentation, Alignment and Tracking from Fluorescence Plant Videos","Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer",http://arxiv.org/pdf/1505.00353v1,No journal ref found,none,cs.CV,Summary17925,1505.00389v1,2015-05-03T03:03:49Z,Detail-preserving and Content-aware Variational Multi-view Stereo Reconstruction,"Zhaoxin Li, Kuanquan Wang, Wangmeng Zuo, Deyu Meng, Lei Zhang",http://arxiv.org/pdf/1505.00389v1,No journal ref found,none,cs.CV,Summary17926,1505.00393v3,2015-05-03T04:58:53Z,ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks,"Francesco Visin, Kyle Kastner, Kyunghyun Cho, Matteo Matteucci, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1505.00393v3,No journal ref found,none,cs.CV,Summary17927,1505.00412v1,2015-05-03T09:50:33Z,On a fast bilateral filtering formulation using functional rearrangements,"Gonzalo Galiano, Julián Velasco",http://arxiv.org/pdf/1505.00412v1,No journal ref found,none,cs.CV,Summary17928,1505.00432v1,2015-05-03T14:06:08Z,Object Class Detection and Classification using Multi Scale Gradient and Corner Point based Shape Descriptors,"Basura Fernando, Sezer Karaoglu, Sajib Kumar Saha",http://arxiv.org/pdf/1505.00432v1,No journal ref found,none,cs.CV,Summary17929,1505.00487v3,2015-05-03T22:32:00Z,Sequence to Sequence -- Video to Text,"Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue, Raymond Mooney, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1505.00487v3,No journal ref found,none,cs.CV,Summary17930,1505.00523v1,2015-05-04T05:16:08Z,Modeling Representation of Videos for Anomaly Detection using Deep Learning: A Review,"Yong Shean Chong, Yong Haur Tay",http://arxiv.org/pdf/1505.00523v1,No journal ref found,none,cs.CV,Summary17931,1505.00529v1,2015-05-04T05:57:17Z,Learning Document Image Binarization from Data,"Yue Wu, Stephen Rawls, Wael AbdAlmageed, Premkumar Natarajan",http://arxiv.org/pdf/1505.00529v1,No journal ref found,none,cs.CV,Summary17932,1505.00581v1,2015-05-04T10:30:47Z,Activity recognition from videos with parallel hypergraph matching on GPUs,"Eric Lombardi, Christian Wolf, Oya Celiktutan, Bülent Sankur",http://arxiv.org/pdf/1505.00581v1,No journal ref found,none,cs.CV,Summary17933,1505.00663v4,2015-05-04T14:50:29Z,See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG,"Wei-Chen Chiu, Mario Fritz",http://arxiv.org/pdf/1505.00663v4,No journal ref found,none,cs.CV,Summary17934,1505.00687v2,2015-05-04T15:50:53Z,Unsupervised Learning of Visual Representations using Videos,"Xiaolong Wang, Abhinav Gupta",http://arxiv.org/pdf/1505.00687v2,No journal ref found,none,cs.CV,Summary17935,1505.00737v1,2015-05-04T18:05:52Z,"A Gaussian Scale Space Approach For Exudates Detection, Classification And Severity Prediction","Mrinal Haloi, Samarendra Dandapat, Rohit Sinha",http://arxiv.org/pdf/1505.00737v1,No journal ref found,none,cs.CV,Summary17936,1505.00866v1,2015-05-05T02:14:15Z,Adaptive diffusion constrained total variation scheme with application to `cartoon + texture + edge image decomposition,"Juan C. Moreno, V. B. Surya Prasath, D. Vorotnikov, H. Proenca, K. Palaniappan",http://arxiv.org/pdf/1505.00866v1,No journal ref found,none,cs.CV,Summary17937,1505.00996v1,2015-05-05T13:10:53Z,Fast Guided Filter,"Kaiming He, Jian Sun",http://arxiv.org/pdf/1505.00996v1,No journal ref found,none,cs.CV,Summary17938,1505.01065v1,2015-04-30T10:10:16Z,"Proceedings of The 39th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2015","Sebastian Hegenbart, Roland Kwitt, Andreas Uhl",http://arxiv.org/pdf/1505.01065v1,No journal ref found,none,cs.CV,Summary17939,1505.01085v1,2015-05-05T17:11:26Z,In Defense of the Direct Perception of Affordances,"David F. Fouhey, Xiaolong Wang, Abhinav Gupta",http://arxiv.org/pdf/1505.01085v1,No journal ref found,none,cs.CV,Summary17940,1505.01173v1,2015-05-05T20:03:07Z,Deep Learning for Object Saliency Detection and Image Segmentation,"Hengyue Pan, Bo Wang, Hui Jiang",http://arxiv.org/pdf/1505.01173v1,No journal ref found,none,cs.CV,Summary17941,1505.01197v3,2015-05-05T21:56:10Z,Contextual Action Recognition with R*CNN,"Georgia Gkioxari, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1505.01197v3,No journal ref found,none,cs.CV,Summary17942,1505.01257v1,2015-05-06T06:19:23Z,A Deeper Look at Dataset Bias,"Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars",http://arxiv.org/pdf/1505.01257v1,No journal ref found,none,cs.CV,Summary17943,1505.01350v1,2015-05-06T12:58:58Z,Classification of Occluded Objects using Fast Recurrent Processing,Ozgur Yilmaz,http://arxiv.org/pdf/1505.01350v1,No journal ref found,none,cs.CV,Summary17944,1505.01554v2,2015-05-07T00:56:15Z,Webly Supervised Learning of Convolutional Networks,"Xinlei Chen, Abhinav Gupta",http://arxiv.org/pdf/1505.01554v2,No journal ref found,none,cs.CV,Summary17945,1505.01560v1,2015-05-07T02:28:32Z,Adaptive Nonparametric Image Parsing,"Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan",http://arxiv.org/pdf/1505.01560v1,No journal ref found,none,cs.CV,Summary17946,1505.01589v2,2015-05-07T05:07:11Z,Shadow Optimization from Structured Deep Edge Detection,"Li Shen, Teck Wee Chua, Karianto Leman",http://arxiv.org/pdf/1505.01589v2,No journal ref found,none,cs.CV,Summary17947,1505.01631v1,2015-05-07T09:03:20Z,"Data Fusion of Objects Using Techniques Such as Laser Scanning, Structured Light and Photogrammetry for Cultural Heritage Applications","Citlalli Gamez Serna, Ruven Pillay, Alain Tremeau",http://arxiv.org/pdf/1505.01631v1,"Computational Color Imaging, Lecture Notes in Computer Science, Springer, 2015, pp. 208-224",none,cs.CV,Summary17948,1505.01740v1,2015-05-07T15:22:33Z,Fast Spectral Unmixing based on Dykstras Alternating Projection,"Qi Wei, Jose Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret",http://arxiv.org/pdf/1505.01740v1,No journal ref found,none,cs.CV,Summary17949,1505.01936v1,2015-05-08T06:15:42Z,Noise in Structured-Light Stereo Depth Cameras: Modeling and its Applications,"Avishek Chatterjee, Venu Madhav Govindu",http://arxiv.org/pdf/1505.01936v1,No journal ref found,none,cs.CV,Summary17950,1505.02108v2,2015-05-08T17:39:23Z,MegaFace: A Million Faces for Recognition at Scale,"D. Miller, E. Brossard, S. Seitz, I. Kemelmacher-Shlizerman",http://arxiv.org/pdf/1505.02108v2,No journal ref found,none,cs.CV,Summary17951,1505.02146v2,2015-05-08T19:24:17Z,DeepBox: Learning Objectness with Convolutional Networks,"Weicheng Kuo, Bharath Hariharan, Jitendra Malik",http://arxiv.org/pdf/1505.02146v2,No journal ref found,none,cs.CV,Summary17952,1505.02247v1,2015-05-09T09:07:08Z,Performance Evaluation of Vision-Based Algorithms for MAVs,"T. Holzmann, R. Prettenthaler, J. Pestana, D. Muschick, G. Graber, C. Mostegel, F. Fraundorfer, H. Bischof",http://arxiv.org/pdf/1505.02247v1,No journal ref found,none,cs.CV,Summary17953,1505.02269v1,2015-05-09T13:25:24Z,Subset Feature Learning for Fine-Grained Category Classification,"Zongyuan Ge, Christopher Mccool, Conrad Sanderson, Peter Corke",http://arxiv.org/pdf/1505.02269v1,No journal ref found,none,cs.CV,Summary17954,1505.02438v2,2015-05-10T21:12:31Z,Deep Learning for Semantic Part Segmentation with High-Level Guidance,"S. Tsogkas, I. Kokkinos, G. Papandreou, A. Vedaldi",http://arxiv.org/pdf/1505.02438v2,No journal ref found,none,cs.CV,Summary17955,1505.02496v1,2015-05-11T06:26:46Z,Training Deeper Convolutional Networks with Deep Supervision,"Liwei Wang, Chen-Yu Lee, Zhuowen Tu, Svetlana Lazebnik",http://arxiv.org/pdf/1505.02496v1,No journal ref found,none,cs.CV,Summary17956,1505.02505v1,2015-05-11T07:34:35Z,A Two-Layer Local Constrained Sparse Coding Method for Fine-Grained Visual Categorization,"Guo Lihua, Guo Chenggan",http://arxiv.org/pdf/1505.02505v1,No journal ref found,none,cs.CV,Summary17957,1505.02731v2,2015-05-11T19:02:35Z,Removing Camera Shake via Weighted Fourier Burst Accumulation,"Mauricio Delbracio, Guillermo Sapiro",http://arxiv.org/pdf/1505.02731v2,"Image Processing, IEEE Transactions on, Year: 2015, Volume: 24, Issue: 11, Pages: 3293 - 3307",none,cs.CV,Summary17958,1505.02890v2,2015-05-12T07:30:22Z,Sparse 3D convolutional neural networks,Ben Graham,http://arxiv.org/pdf/1505.02890v2,No journal ref found,none,cs.CV,Summary17959,1505.02921v2,2015-05-12T09:17:52Z,How Far Can You Get By Combining Change Detection Algorithms?,"Simone Bianco, Gianluigi Ciocca, Raimondo Schettini",http://arxiv.org/pdf/1505.02921v2,No journal ref found,none,cs.CV,Summary17960,1505.02982v1,2015-05-12T12:38:30Z,Automatic Script Identification in the Wild,"Baoguang Shi, Cong Yao, Chengquan Zhang, Xiaowei Guo, Feiyue Huang, Xiang Bai",http://arxiv.org/pdf/1505.02982v1,No journal ref found,none,cs.CV,Summary17961,1505.03046v2,2015-05-12T15:04:37Z,Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation,"Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin Cherry, Lauren Kim, Ronald M. Summers",http://arxiv.org/pdf/1505.03046v2,"IEEE Transactions on Medical Imaging, 28 September 2015, Volume:PP, Issue: 99",none,cs.CV,Summary17962,1505.03159v2,2015-05-12T20:16:59Z,Monocular Object Instance Segmentation and Depth Ordering with CNNs,"Ziyu Zhang, Alexander G. Schwing, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1505.03159v2,No journal ref found,none,cs.CV,Summary17963,1505.03205v2,2015-05-13T00:36:38Z,Leveraging Image based Prior for Visual Place Recognition,"Tsukamoto Taisho, Tanaka Kanji",http://arxiv.org/pdf/1505.03205v2,No journal ref found,none,cs.CV,Summary17964,1505.03227v1,2015-05-13T03:05:46Z,PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence,"Keze Wang, Liang Lin, Jiangbo Lu, Chenglong Li, Keyang Shi",http://arxiv.org/pdf/1505.03227v1,No journal ref found,none,cs.CV,Summary17965,1505.03229v1,2015-05-13T03:33:29Z,APAC: Augmented PAttern Classification with Neural Networks,"Ikuro Sato, Hiroki Nishimura, Kensuke Yokoi",http://arxiv.org/pdf/1505.03229v1,No journal ref found,none,cs.CV,Summary17966,1505.03344v1,2015-05-13T11:56:01Z,A Framework for Fast Face and Eye Detection,"Anjith George, Anirban Dasgupta, Aurobinda Routray",http://arxiv.org/pdf/1505.03344v1,No journal ref found,none,cs.CV,Summary17967,1505.03352v1,2015-05-13T12:21:26Z,A Vision Based System for Monitoring the Loss of Attention in Automotive Drivers,"Anirban Dasgupta, Anjith George, S. L. Happy, Aurobinda Routray",http://arxiv.org/pdf/1505.03352v1,"Intelligent Transportation Systems, IEEE Transactions on 14, no. 4 (2013): 1825-1838",none,cs.CV,Summary17968,1505.03365v1,2015-05-13T13:05:05Z,MRF Optimization by Graph Approximation,"Wonsik Kim, Kyoung Mu Lee",http://arxiv.org/pdf/1505.03365v1,No journal ref found,none,cs.CV,Summary17969,1505.03489v1,2015-05-13T18:37:01Z,A Review Paper: Noise Models in Digital Image Processing,"Ajay Kumar Boyat, Brijendra Kumar Joshi",http://arxiv.org/pdf/1505.03489v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.6, No.2, April 2015",none,cs.CV,Summary17970,1505.03493v2,2015-05-13T18:45:07Z,Modified Hausdorff Fractal Dimension (MHFD),"Reza Farrahi Moghaddam, Mohamed Cheriet",http://arxiv.org/pdf/1505.03493v2,No journal ref found,none,cs.CV,Summary17971,1505.03505v3,2015-05-13T19:38:57Z,On a spatial-temporal decomposition of the optical flow,"Aniello Raffale Patrone, Otmar Scherzer",http://arxiv.org/pdf/1505.03505v3,No journal ref found,none,cs.CV,Summary17972,1505.03578v1,2015-05-14T00:22:35Z,Vanishing Point Attracts Eye Movements in Scene Free-viewing,"Ali Borji, Mengyang Feng, Huchuan Lu",http://arxiv.org/pdf/1505.03578v1,No journal ref found,none,cs.CV,Summary17973,1505.03581v1,2015-05-14T00:34:43Z,CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research,"Ali Borji, Laurent Itti",http://arxiv.org/pdf/1505.03581v1,No journal ref found,none,cs.CV,Summary17974,1505.03597v2,2015-05-14T02:07:10Z,Multi-scale Volumes for Deep Object Detection and Localization,"Eshed Ohn-Bar, M. M. Trivedi",http://arxiv.org/pdf/1505.03597v2,No journal ref found,none,cs.CV,Summary17975,1505.03795v1,2015-05-14T16:43:07Z,Fast and numerically stable circle fit,"Houssam Abdul-Rahman, Nikolai Chernov",http://arxiv.org/pdf/1505.03795v1,"Journal of Mathematical Imaging and Vision June 2014, Volume 49, Issue 2, pp 289-295",none,cs.CV,Summary17976,1505.03825v1,2015-05-14T18:23:24Z,Unsupervised Object Discovery and Tracking in Video Collections,"Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid",http://arxiv.org/pdf/1505.03825v1,No journal ref found,none,cs.CV,Summary17977,1505.03832v1,2015-05-14T18:48:08Z,Parametric Regression on the Grassmannian,"Yi Hong, Nikhil Singh, Roland Kwitt, Nuno Vasconcelos, Marc Niethammer",http://arxiv.org/pdf/1505.03832v1,No journal ref found,none,cs.CV,Summary17978,1505.03873v1,2015-05-14T20:13:34Z,Improving Image Classification with Location Context,"Kevin Tang, Manohar Paluri, Li Fei-Fei, Rob Fergus, Lubomir Bourdev",http://arxiv.org/pdf/1505.03873v1,No journal ref found,none,cs.CV,Summary17979,1505.04026v1,2015-05-15T11:07:39Z,Automatic Facial Expression Recognition Using Features of Salient Facial Patches,"S L Happy, Aurobinda Routray",http://arxiv.org/pdf/1505.04026v1,"IEEE Transactions on Affective Computing, vol. 6, no. 1, pp. 1-12, 2015",none,cs.CV,Summary17980,1505.04028v2,2015-05-15T11:09:58Z,Biometric Matching and Fusion System for Fingerprints from Non-Distal Phalanges,"Mehmet Kayaoglu, Berkay Topcu, Umut Uludag",http://arxiv.org/pdf/1505.04028v2,No journal ref found,none,cs.CV,Summary17981,1505.04030v1,2015-05-15T11:15:18Z,Robust Facial Expression Classification Using Shape and Appearance Features,"S. L. Happy, Aurobinda Routray",http://arxiv.org/pdf/1505.04030v1,No journal ref found,none,cs.CV,Summary17982,1505.04055v1,2015-05-15T13:24:14Z,A Video Database of Human Faces under Near Infra-Red Illumination for Human Computer Interaction Aplications,"S L Happy, Anirban Dasgupta, Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1505.04055v1,"IEEE Proceedings of 4th International Conference on Intelligent Human Computer Interaction, 2012",none,cs.CV,Summary17983,1505.04058v1,2015-05-15T13:33:10Z,A Real Time Facial Expression Classification System Using Local Binary Patterns,"S. L. Happy, Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1505.04058v1,No journal ref found,none,cs.CV,Summary17984,1505.04117v1,2015-05-15T16:43:08Z,Discovering Attribute Shades of Meaning with the Crowd,"Adriana Kovashka, Kristen Grauman",http://arxiv.org/pdf/1505.04117v1,"International Journal of Computer Vision 1573-1405 (2015, Springer)",none,cs.CV,Summary17985,1505.04141v2,2015-05-15T18:03:12Z,WhittleSearch: Interactive Image Search with Relative Attribute Feedback,"Adriana Kovashka, Devi Parikh, Kristen Grauman",http://arxiv.org/pdf/1505.04141v2,"International Journal of Computer Vision, 1573-1405 (2015, Springer)",none,cs.CV,Summary17986,1505.04143v1,2015-05-15T18:04:07Z,Dense Semantic Correspondence where Every Pixel is a Classifier,"Hilton Bristow, Jack Valmadre, Simon Lucey",http://arxiv.org/pdf/1505.04143v1,No journal ref found,none,cs.CV,Summary17987,1505.04260v1,2015-05-16T10:28:51Z,The color of smiling: computational synaesthesia of facial expressions,"Vittorio Cuculo, Raffaella Lanzarotti, Giuseppe Boccignone",http://arxiv.org/pdf/1505.04260v1,No journal ref found,none,cs.CV,Summary17988,1505.04286v1,2015-05-16T15:41:21Z,Robust Real-time Extraction of Fiducial Facial Feature Points using Haar-like Features,Harry Commin,http://arxiv.org/pdf/1505.04286v1,No journal ref found,none,cs.CV,Summary17989,1505.04364v1,2015-05-17T07:15:25Z,Salient Structure Detection by Context-Guided Visual Search,"Kai-Fu Yang, Hui Li, Chao-Yi Li, Yong-Jie Li",http://arxiv.org/pdf/1505.04364v1,"IEEE Transactions on Image Processing (TIP), 2016",none,cs.CV,Summary17990,1505.04366v1,2015-05-17T07:33:28Z,Learning Deconvolution Network for Semantic Segmentation,"Hyeonwoo Noh, Seunghoon Hong, Bohyung Han",http://arxiv.org/pdf/1505.04366v1,No journal ref found,none,cs.CV,Summary17991,1505.04373v2,2015-05-17T09:04:47Z,Evolutionary Cost-sensitive Extreme Learning Machine,"Lei Zhang, David Zhang",http://arxiv.org/pdf/1505.04373v2,No journal ref found,none,cs.CV,Summary17992,1505.04382v2,2015-05-17T11:23:12Z,Robust Visual Knowledge Transfer via EDA,"Lei Zhang, David Zhang",http://arxiv.org/pdf/1505.04382v2,No journal ref found,none,cs.CV,Summary17993,1505.04424v2,2015-05-17T17:37:14Z,Improved Microaneurysm Detection using Deep Neural Networks,Mrinal Haloi,http://arxiv.org/pdf/1505.04424v2,No journal ref found,none,cs.CV,Summary17994,1505.04427v1,2015-05-17T17:54:38Z,The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition,"Zhenzhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander Hauptmann",http://arxiv.org/pdf/1505.04427v1,No journal ref found,none,cs.CV,Summary17995,1505.04467v1,2015-05-17T22:14:27Z,Exploring Nearest Neighbor Approaches for Image Captioning,"Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C. Lawrence Zitnick",http://arxiv.org/pdf/1505.04467v1,No journal ref found,none,cs.CV,Summary17996,1505.04474v1,2015-05-17T23:21:35Z,Visual Semantic Role Labeling,"Saurabh Gupta, Jitendra Malik",http://arxiv.org/pdf/1505.04474v1,No journal ref found,none,cs.CV,Summary17997,1505.04502v1,2015-05-18T03:52:52Z,Reproducible Evaluation of Pan-Tilt-Zoom Tracking,"Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin",http://arxiv.org/pdf/1505.04502v1,No journal ref found,none,cs.CV,Summary17998,1505.04585v1,2015-05-18T10:40:38Z,Global Variational Method for Fingerprint Segmentation by Three-part Decomposition,"Duy Hoang Thai, Carsten Gottschlich",http://arxiv.org/pdf/1505.04585v1,"IET Biometrics, vol. 5, no. 2, pp. 120-130, June 2016",none,cs.CV,Summary17999,1505.04597v1,2015-05-18T11:28:37Z,U-Net: Convolutional Networks for Biomedical Image Segmentation,"Olaf Ronneberger, Philipp Fischer, Thomas Brox",http://arxiv.org/pdf/1505.04597v1,No journal ref found,none,cs.CV,Summary18000,1505.04803v1,2015-05-18T20:07:20Z,Predicting Important Objects for Egocentric Video Summarization,"Yong Jae Lee, Kristen Grauman",http://arxiv.org/pdf/1505.04803v1,No journal ref found,none,cs.CV,Summary18001,1505.04845v2,2015-05-19T01:14:26Z,Multi-Image Matching via Fast Alternating Minimization,"Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis",http://arxiv.org/pdf/1505.04845v2,No journal ref found,none,cs.CV,Summary18002,1505.04868v1,2015-05-19T04:36:42Z,Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors,"Limin Wang, Yu Qiao, Xiaoou Tang",http://arxiv.org/pdf/1505.04868v1,No journal ref found,none,cs.CV,Summary18003,1505.04873v1,2015-05-19T04:49:46Z,Have a Look at What I See,"Lior Talker, Yael Moses, Ilan Shimshoni",http://arxiv.org/pdf/1505.04873v1,No journal ref found,none,cs.CV,Summary18004,1505.04922v1,2015-05-19T09:25:46Z,"Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN","Weixin Yang, Lianwen Jin, Manfei Liu",http://arxiv.org/pdf/1505.04922v1,No journal ref found,none,cs.CV,Summary18005,1505.04925v1,2015-05-19T09:32:54Z,High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps,"Zhuoyao Zhong, Lianwen Jin, Zecheng Xie",http://arxiv.org/pdf/1505.04925v1,No journal ref found,none,cs.CV,Summary18006,1505.05192v3,2015-05-19T21:18:17Z,Unsupervised Visual Representation Learning by Context Prediction,"Carl Doersch, Abhinav Gupta, Alexei A. Efros",http://arxiv.org/pdf/1505.05192v3,No journal ref found,none,cs.CV,Summary18007,1505.05212v1,2015-05-19T23:48:24Z,Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation,Hamid R. Tizhoosh,http://arxiv.org/pdf/1505.05212v1,No journal ref found,none,cs.CV,Summary18008,1505.05232v1,2015-05-20T02:52:07Z,Multi-scale recognition with DAG-CNNs,"Songfan Yang, Deva Ramanan",http://arxiv.org/pdf/1505.05232v1,No journal ref found,none,cs.CV,Summary18009,1505.05286v1,2015-05-20T09:02:32Z,Measuring Visibility using Atmospheric Transmission and Digital Surface Model,"Jean-Philippe Andreu, Stefan Mayer, Karlheinz Gutjahr, Harald Ganster",http://arxiv.org/pdf/1505.05286v1,No journal ref found,none,cs.CV,Summary18010,1505.05338v1,2015-05-20T12:12:48Z,Algorithmic Analysis of Edge Ranking and Profiling for MTF Determination of an Imaging System,Poorna Banerjee Dasgupta,http://arxiv.org/pdf/1505.05338v1,"International Journal of Computer Trends and Technology (IJCTT) V23(1):46-48, May 2015",none,cs.CV,Summary18011,1505.05354v1,2015-05-20T13:08:57Z,DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition,"Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng",http://arxiv.org/pdf/1505.05354v1,No journal ref found,none,cs.CV,Summary18012,1505.05459v1,2015-05-20T17:33:13Z,Kinect Range Sensing: Structured-Light versus Time-of-Flight Kinect,"Hamed Sarbolandi, Damien Lefloch, Andreas Kolb",http://arxiv.org/pdf/1505.05459v1,No journal ref found,none,cs.CV,Summary18013,1505.05601v1,2015-05-21T04:24:48Z,Unsupervised Segmentation of Overlapping Cervical Cell Cytoplasm,"S L Happy, Swarnadip Chatterjee, Debdoot Sheet",http://arxiv.org/pdf/1505.05601v1,No journal ref found,none,cs.CV,Summary18014,1505.05641v1,2015-05-21T08:16:06Z,Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views,"Hao Su, Charles R. Qi, Yangyan Li, Leonidas Guibas",http://arxiv.org/pdf/1505.05641v1,No journal ref found,none,cs.CV,Summary18015,1505.05643v1,2015-05-21T08:24:21Z,Object Modelling with a Handheld RGB-D Camera,"Aitor Aldoma, Johann Prankl, Alexander Svejda, Markus Vincze",http://arxiv.org/pdf/1505.05643v1,No journal ref found,none,cs.CV,Summary18016,1505.05769v1,2015-05-21T15:34:30Z,Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos,"Ishan Misra, Abhinav Shrivastava, Martial Hebert",http://arxiv.org/pdf/1505.05769v1,No journal ref found,none,cs.CV,Summary18017,1505.05819v1,2015-02-24T13:23:58Z,New HSL Distance Based Colour Clustering Algorithm,Vasile Patrascu,http://arxiv.org/pdf/1505.05819v1,No journal ref found,none,cs.CV,Summary18018,1505.05836v4,2015-05-21T18:53:45Z,Object-Proposal Evaluation Protocol is Gameable,"Neelima Chavali, Harsh Agrawal, Aroma Mahendru, Dhruv Batra",http://arxiv.org/pdf/1505.05836v4,No journal ref found,none,cs.CV,Summary18019,1505.05914v3,2015-05-21T21:47:08Z,A Multi-scale Multiple Instance Video Description Network,"Huijuan Xu, Subhashini Venugopalan, Vasili Ramanishka, Marcus Rohrbach, Kate Saenko",http://arxiv.org/pdf/1505.05914v3,No journal ref found,none,cs.CV,Summary18020,1505.05916v1,2015-05-21T22:12:31Z,Rendering of Eyes for Eye-Shape Registration and Gaze Estimation,"Erroll Wood, Tadas Baltrusaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling",http://arxiv.org/pdf/1505.05916v1,No journal ref found,none,cs.CV,Summary18021,1505.05957v1,2015-05-22T05:59:18Z,"Joint Inference of Groups, Events and Human Roles in Aerial Videos","Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song-Chun Zhu",http://arxiv.org/pdf/1505.05957v1,No journal ref found,none,cs.CV,Summary18022,1505.06079v1,2015-05-22T13:48:10Z,Robust Rotation Synchronization via Low-rank and Sparse Matrix Decomposition,"Federica Arrigoni, Andrea Fusiello, Beatrice Rossi, Pasqualina Fragneto",http://arxiv.org/pdf/1505.06079v1,No journal ref found,none,cs.CV,Summary18023,1505.06162v1,2015-05-22T17:51:53Z,Design and Implementation of Real-time Algorithms for Eye Tracking and PERCLOS Measurement for on board Estimation of Alertness of Drivers,"Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1505.06162v1,No journal ref found,none,cs.CV,Summary18024,1505.06163v2,2015-05-22T17:52:11Z,Direct Variational Perspective Shape from Shading with Cartesian Depth Parametrisation,"Yong Chul Ju, Daniel Maurer, Michael Breuß, Andrés Bruhn",http://arxiv.org/pdf/1505.06163v2,No journal ref found,none,cs.CV,Summary18025,1505.06219v1,2015-04-07T01:26:06Z,A comparative study between proposed Hyper Kurtosis based Modified Duo-Histogram Equalization (HKMDHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE) for Contrast Enhancement Purpose of Low Contrast Human Brain CT scan images,"Sabyasachi Mukhopadhyay, Soham Mandal, Sawon Pratiher, Satyasaran Changdar, Ritwik Burman, Nirmalya Ghosh, Prasanta K. Panigrahi",http://arxiv.org/pdf/1505.06219v1,No journal ref found,none,cs.CV,Summary18026,1505.06236v2,2015-05-22T21:59:45Z,A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling,"Amal Farag, Le Lu, Holger R. Roth, Jiamin Liu, Evrim Turkbey, Ronald M. Summers",http://arxiv.org/pdf/1505.06236v2,No journal ref found,none,cs.CV,Summary18027,1505.06237v1,2015-05-22T22:00:55Z,Tunnel Surface 3D Reconstruction from Unoriented Image Sequences,"Arnold Bauer, Karlheinz Gutjahr, Gerhard Paar, Heiner Kontrus, Robert Glatzl",http://arxiv.org/pdf/1505.06237v1,No journal ref found,none,cs.CV,Summary18028,1505.06319v1,2015-05-23T12:49:30Z,The Minimum Spanning Tree of Maximum Entropy,"Samuel de Sousa, Walter G. Kropatsch",http://arxiv.org/pdf/1505.06319v1,No journal ref found,none,cs.CV,Summary18029,1505.06389v3,2015-05-24T00:22:09Z,Image Segmentation Using Hierarchical Merge Tree,"Ting Liu, Mojtaba Seyedhosseini, Tolga Tasdizen",http://arxiv.org/pdf/1505.06389v3,IEEE.Trans.Image.Processing 25 (2016) 4596-4607,none,cs.CV,Summary18030,1505.06578v1,2015-05-25T09:28:46Z,A Simple Yet Effective Improvement to the Bilateral Filter for Image Denoising,"Kollipara Rithwik, Kunal Narayan Chaudhury",http://arxiv.org/pdf/1505.06578v1,No journal ref found,none,cs.CV,Summary18031,1505.06600v1,2015-05-25T11:47:37Z,Fast Detection of Curved Edges at Low SNR,"Nati Ofir, Meirav Galun, Boaz Nadler, Ronen Basri",http://arxiv.org/pdf/1505.06600v1,No journal ref found,none,cs.CV,Summary18032,1505.06606v2,2015-05-25T12:25:19Z,Robust Optimization for Deep Regression,"Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab",http://arxiv.org/pdf/1505.06606v2,No journal ref found,none,cs.CV,Summary18033,1505.06611v3,2015-05-25T12:47:34Z,Smooth PARAFAC Decomposition for Tensor Completion,"Tatsuya Yokota, Qibin Zhao, Andrzej Cichocki",http://arxiv.org/pdf/1505.06611v3,No journal ref found,none,cs.CV,Summary18034,1505.06623v1,2015-05-25T13:32:58Z,Recognition Confidence Analysis of Handwritten Chinese Character with CNN,"Meijun He, Shuye Zhang, Huiyun Mao, Lianwen Jin",http://arxiv.org/pdf/1505.06623v1,No journal ref found,none,cs.CV,Summary18035,1505.06702v1,2015-05-25T17:50:22Z,Smooth and iteratively Restore: A simple and fast edge-preserving smoothing model,"Philipp Kniefacz, Walter Kropatsch",http://arxiv.org/pdf/1505.06702v1,No journal ref found,none,cs.CV,Summary18036,1505.06769v1,2015-05-25T22:18:36Z,VeinPLUS: A Transillumination and Reflection-based Hand Vein Database,Alexander Gruschina,http://arxiv.org/pdf/1505.06769v1,No journal ref found,none,cs.CV,Summary18037,1505.06821v2,2015-05-26T06:35:46Z,Deep Ranking for Person Re-identification via Joint Representation Learning,"Shi-Zhe Chen, Chun-Chao Guo, Jian-Huang Lai",http://arxiv.org/pdf/1505.06821v2,No journal ref found,none,cs.CV,Summary18038,1505.06973v2,2015-05-26T14:46:27Z,Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts,"Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavoué, Thomas Brox, Bjoern Andres",http://arxiv.org/pdf/1505.06973v2,No journal ref found,none,cs.CV,Summary18039,1505.07192v1,2015-05-27T05:24:03Z,Inner and Inter Label Propagation: Salient Object Detection in the Wild,"Hongyang Li, Huchuan Lu, Zhe Lin, Xiaohui Shen, Brian Price",http://arxiv.org/pdf/1505.07192v1,No journal ref found,none,cs.CV,Summary18040,1505.07293v1,2015-05-27T12:54:17Z,SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling,"Vijay Badrinarayanan, Ankur Handa, Roberto Cipolla",http://arxiv.org/pdf/1505.07293v1,No journal ref found,none,cs.CV,Summary18041,1505.07409v1,2015-05-27T17:26:39Z,Improving Spatial Codification in Semantic Segmentation,"Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. OConnor",http://arxiv.org/pdf/1505.07409v1,No journal ref found,none,cs.CV,Summary18042,1505.07647v2,2015-05-28T11:17:39Z,Visual Search at Pinterest,"Yushi Jing, David Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel",http://arxiv.org/pdf/1505.07647v2,No journal ref found,none,cs.CV,Summary18043,1505.07672v1,2015-05-28T12:37:15Z,A Generative Model of Natural Texture Surrogates,"Niklas Ludtke, Debapriya Das, Lucas Theis, Matthias Bethge",http://arxiv.org/pdf/1505.07672v1,No journal ref found,none,cs.CV,Summary18044,1505.07675v1,2015-05-28T12:43:22Z,Improved Deep Convolutional Neural Network For Online Handwritten Chinese Character Recognition using Domain-Specific Knowledge,"Weixin Yang, Lianwen Jin, Zecheng Xie, Ziyong Feng",http://arxiv.org/pdf/1505.07675v1,No journal ref found,none,cs.CV,Summary18045,1505.07778v1,2015-05-28T17:59:24Z,Query by String word spotting based on character bi-gram indexing,"Suman K. Ghosh, Ernest Valveny",http://arxiv.org/pdf/1505.07778v1,No journal ref found,none,cs.CV,Summary18046,1505.07922v1,2015-05-29T04:46:37Z,Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network,"Junshi Huang, Rogerio S. Feris, Qiang Chen, Shuicheng Yan",http://arxiv.org/pdf/1505.07922v1,No journal ref found,none,cs.CV,Summary18047,1505.07923v1,2015-05-29T05:04:30Z,Fast Computation of PERCLOS and Saccadic Ratio,"Anirban Dasgupta, Aurobinda Routray",http://arxiv.org/pdf/1505.07923v1,No journal ref found,none,cs.CV,Summary18048,1505.07930v1,2015-05-29T06:03:57Z,Salient Object Detection via Augmented Hypotheses,"Tam V. Nguyen, Jose Sepulveda",http://arxiv.org/pdf/1505.07930v1,No journal ref found,none,cs.CV,Summary18049,1505.07934v1,2015-05-29T06:18:31Z,Symbolic Segmentation Using Algorithm Selection,"Martin Lukac, Kamila Abdiyeva, Michitaka Kameyama",http://arxiv.org/pdf/1505.07934v1,No journal ref found,none,cs.CV,Summary18050,1505.08082v1,2015-05-29T15:06:15Z,Learning to count with deep object features,"Santi Seguí, Oriol Pujol, Jordi Vitrià",http://arxiv.org/pdf/1505.08082v1,No journal ref found,none,cs.CV,Summary18051,1101.0237v1,2010-12-31T12:16:29Z,A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking,"E. R. Gast, Michael S. Lew",http://arxiv.org/pdf/1101.0237v1,No journal ref found,none,cs.CV,Summary18052,1101.0242v1,2010-12-31T12:26:04Z,Binary and nonbinary description of hypointensity in human brain MR images,"Xiaojing Chen, Michael S. Lew",http://arxiv.org/pdf/1101.0242v1,No journal ref found,none,cs.CV,Summary18053,1101.0384v1,2011-01-02T04:53:22Z,Combining Neural Networks for Skin Detection,"Chelsia Amy Doukim, Jamal Ahmad Dargham, Ali Chekima, Sigeru Omatu",http://arxiv.org/pdf/1101.0384v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.1, No.2, PP. 1-11",none,cs.CV,Summary18054,1101.0457v1,2011-01-03T06:15:08Z,Segmentation of Camera Captured Business Card Images for Mobile Devices,"Ayatullah Faruk Mollah, Subhadip Basu, Mita Nasipuri",http://arxiv.org/pdf/1101.0457v1,"International Journal of Computer Science and Applications, Vol. 1, Issue 1, pp. 33-37, June 2010",none,cs.CV,Summary18055,1101.1602v1,2011-01-08T16:22:20Z,Application of Freeman Chain Codes: An Alternative Recognition Technique for Malaysian Car Plates,"Nor Amizam Jusoh, Jasni Mohamad Zain",http://arxiv.org/pdf/1101.1602v1,"International Journal of Computer Science and Network Security, Vol. 9 No. 11 pp. 222-227, November 2009, ISSN 1738-7906",none,cs.CV,Summary18056,1101.2243v1,2010-12-12T20:49:00Z,Illustrating Color Evolution and Color Blindness by the Decoding Model of Color Vision,Chenguang Lu,http://arxiv.org/pdf/1101.2243v1,No journal ref found,none,cs.CV,Summary18057,1101.2312v1,2011-01-12T10:16:11Z,Automatic segmentation of HeLa cell images,Jan Urban,http://arxiv.org/pdf/1101.2312v1,No journal ref found,none,cs.CV,Summary18058,1101.2491v1,2011-01-13T04:00:30Z,A Review of Research on Devnagari Character Recognition,"V J Dongre, V H Mankar",http://arxiv.org/pdf/1101.2491v1,"International Journal of Computer Applications (0975 - 8887) Volume 12- No.2, November 2010",none,cs.CV,Summary18059,1101.4301v1,2011-01-22T16:41:20Z,Diffusion framework for geometric and photometric data fusion in non-rigid shape analysis,"Artiom Kovnatsky, Michael M. Bronstein, Alexander M. Bronstein, Ron Kimmel",http://arxiv.org/pdf/1101.4301v1,No journal ref found,none,cs.CV,Summary18060,1101.5320v2,2011-01-27T15:53:30Z,"A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity","Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré",http://arxiv.org/pdf/1101.5320v2,"Signal Processing, Volume 91, Issue 12, December 2011, Pages 2699-2730",none,cs.CV,Summary18061,1203.0076v1,2012-03-01T02:32:28Z,Using Barriers to Reduce the Sensitivity to Edge Miscalculations of Casting-Based Object Projection Feature Estimation,Luis Quesada,http://arxiv.org/pdf/1203.0076v1,No journal ref found,none,cs.CV,Summary18062,1203.0265v1,2012-02-29T17:57:12Z,Image Fusion and Re-Modified SPIHT for Fused Image,"S. Chitra, J. B. Bhattacharjee, B. Thilakavathi",http://arxiv.org/pdf/1203.0265v1,"Ann. Univ. Tibiscus Comp. Sci. Series VII/2 (2009), 143-158",none,cs.CV,Summary18063,1203.0744v1,2012-03-04T15:00:16Z,A Report on Multilinear PCA Plus Multilinear LDA to Deal with Tensorial Data: Visual Classification as An Example,"Shu Kong, Donghui Wang",http://arxiv.org/pdf/1203.0744v1,No journal ref found,none,cs.CV,Summary18064,1203.0781v3,2012-03-04T22:12:54Z,Posterior Mean Super-Resolution with a Compound Gaussian Markov Random Field Prior,"Takayuki Katsuki, Masato Inoue",http://arxiv.org/pdf/1203.0781v3,No journal ref found,none,cs.CV,Summary18065,1203.0856v1,2012-03-05T10:43:15Z,Online Discriminative Dictionary Learning for Image Classification Based on Block-Coordinate Descent Method,"Shu Kong, Donghui Wang",http://arxiv.org/pdf/1203.0856v1,No journal ref found,none,cs.CV,Summary18066,1203.0905v2,2012-03-05T13:18:44Z,Autocalibration with the Minimum Number of Cameras with Known Pixel Shape,"José I. Ronda, Antonio Valdés, Guillermo Gallego",http://arxiv.org/pdf/1203.0905v2,No journal ref found,none,cs.CV,Summary18067,1203.1513v2,2012-03-05T17:12:42Z,Invariant Scattering Convolution Networks,"Joan Bruna, Stéphane Mallat",http://arxiv.org/pdf/1203.1513v2,No journal ref found,none,cs.CV,Summary18068,1203.1765v1,2012-03-08T12:07:27Z,A comparative evaluation of two algorithms of detection of masses on mammograms,"Guillaume Kom, Alain Tiedeu, Martin Kom, John Ngundam",http://arxiv.org/pdf/1203.1765v1,No journal ref found,none,cs.CV,Summary18069,1203.1985v1,2012-03-09T04:16:33Z,Substructure and Boundary Modeling for Continuous Action Recognition,"Zhaowen Wang, Jinjun Wang, Jing Xiao, Kai-Hsiang Lin, Thomas Huang",http://arxiv.org/pdf/1203.1985v1,No journal ref found,none,cs.CV,Summary18070,1203.2404v1,2012-03-12T05:39:34Z,Video Object Tracking and Analysis for Computer Assisted Surgery,"Nobert Thomas Pallath, Tessamma Thomas",http://arxiv.org/pdf/1203.2404v1,No journal ref found,none,cs.CV,Summary18071,1203.2514v1,2012-03-09T13:22:25Z,Enhancement of Images using Morphological Transformation,"K. Sreedhar, B. Panlal",http://arxiv.org/pdf/1203.2514v1,"International Journal of Computer Science & Information Technology (IJCSIT) Vol 4, No 1, Feb 2012, 33-50",none,cs.CV,Summary18072,1203.2839v1,2012-03-13T15:41:14Z,Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape,"Jan Egger, Tina Kapur, Thomas Dukatz, Malgorzata Kolodziej, Dzenan Zukic, Bernd Freisleben, Christopher Nimsky",http://arxiv.org/pdf/1203.2839v1,"Egger J, Kapur T, Dukatz T, Kolodziej M, Zukic D, et al. (2012) Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape. PLoS ONE 7(2): e31064",none,cs.CV,Summary18073,1203.3114v1,2012-03-14T15:31:16Z,Integrated three-dimensional reconstruction using reflectance fields,"Maria-Luisa Sosas, Miguel-Octavio Arias",http://arxiv.org/pdf/1203.3114v1,No journal ref found,none,cs.CV,Summary18074,1203.3170v1,2012-03-14T18:34:05Z,Single Reduct Generation Based on Relative Indiscernibility of Rough Set Theory,"Shampa Sengupta, Asit Kr. Das",http://arxiv.org/pdf/1203.3170v1,No journal ref found,none,cs.CV,Summary18075,1203.3230v1,2012-03-14T22:46:29Z,Reconstruction error in a motion capture system,"Andrea Masiero, Angelo Cenedese",http://arxiv.org/pdf/1203.3230v1,No journal ref found,none,cs.CV,Summary18076,1203.3270v1,2012-03-15T05:20:27Z,Extraction of Facial Feature Points Using Cumulative Histogram,"Sushil Kumar Paul, Mohammad Shorif Uddin, Saida Bouakaz",http://arxiv.org/pdf/1203.3270v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 3, January 2012 ISSN (Online): 1694-0814 www.IJCSI.org",none,cs.CV,Summary18077,1203.4204v1,2012-03-19T19:15:25Z,Clustering Using Isoperimetric Number of Trees,"Amir Daneshgar, Ramin Javadi, Basir Shariat Razavi",http://arxiv.org/pdf/1203.4204v1,No journal ref found,none,cs.CV,Summary18078,1203.4874v1,2012-03-22T02:57:53Z,A Co-Prime Blur Scheme for Data Security in Video Surveillance,"Christopher Thorpe, Feng Li, Zijia Li, Zhan Yu, David Saunders, Jingyi Yu",http://arxiv.org/pdf/1203.4874v1,No journal ref found,none,cs.CV,Summary18079,1203.5078v1,2012-03-22T18:47:57Z,Kernel Density Feature Points Estimator for Content-Based Image Retrieval,"Tranos Zuva, Oludayo O. Olugbara, Sunday O. Ojo, Seleman M. Ngwira",http://arxiv.org/pdf/1203.5078v1,"Signal & Image Processing: An International Journal (SIPIJ), Vol.4 No 1, February 2012, Pages: 103-111",none,cs.CV,Summary18080,1203.6329v2,2012-03-28T18:16:46Z,Analysis of Magnification in Depth from Defocus,Arnav Bhavsar,http://arxiv.org/pdf/1203.6329v2,No journal ref found,none,cs.CV,Summary18081,1203.6722v1,2012-03-30T05:47:59Z,Face Expression Recognition and Analysis: The State of the Art,Vinay Bettadapura,http://arxiv.org/pdf/1203.6722v1,No journal ref found,none,cs.CV,Summary18082,1207.0805v3,2012-07-03T14:32:20Z,Anatomical Structure Segmentation in Liver MRI Images,G. Geethu Lakshmi,http://arxiv.org/pdf/1207.0805v3,No journal ref found,none,cs.CV,Summary18083,1207.1114v3,2012-07-03T18:20:25Z,A Fast Projected Fixed-Point Algorithm for Large Graph Matching,"Yao Lu, Kaizhu Huang, Cheng-Lin Liu",http://arxiv.org/pdf/1207.1114v3,No journal ref found,none,cs.CV,Summary18084,1207.1551v1,2012-07-06T08:04:38Z,An Innovative Skin Detection Approach Using Color Based Image Retrieval Technique,"Shervan Fekri-Ershad, Mohammad Saberi, Farshad Tajeripour",http://arxiv.org/pdf/1207.1551v1,"The International Journal of Multimedia & Its Applications (IJMA) Vol.4, No.3, June 2012, 57-65",none,cs.CV,Summary18085,1207.1649v1,2012-07-06T15:10:49Z,Analysis of Multi-Scale Fractal Dimension to Classify Human Motion,"Núbia Rosa da Silva, Odemir Martinez Bruno",http://arxiv.org/pdf/1207.1649v1,No journal ref found,none,cs.CV,Summary18086,1207.1922v1,2012-07-08T23:06:38Z,Spatial And Spectral Quality Evaluation Based On Edges Regions Of Satellite Image Fusion,"Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky",http://arxiv.org/pdf/1207.1922v1,"International Journal of Latest Technology in Engineering,Management & Applied Science (IJLTEMAS),Vol. I, Issue V, 2012, 124-138",none,cs.CV,Summary18087,1207.2346v3,2012-07-10T13:40:40Z,Cups Products in Z2-Cohomology of 3D Polyhedral Complexes,"Rocio Gonalez-Diaz, Javier Lamar, Ronald Umble",http://arxiv.org/pdf/1207.2346v3,No journal ref found,none,cs.CV,Summary18088,1207.2426v1,2012-07-10T17:56:00Z,A Multi-Agents Architecture to Learn Vision Operators and their Parameters,"Issam Qaffou, Mohammed Sadgal, Abdelaziz Elfazziki",http://arxiv.org/pdf/1207.2426v1,No journal ref found,none,cs.CV,Summary18089,1207.2537v1,2012-07-11T03:45:18Z,Face Recognition Algorithms based on Transformed Shape Features,"Sambhunath Biswas, Amrita Biswas",http://arxiv.org/pdf/1207.2537v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 3, No 3, May 2012,pg 445-451",none,cs.CV,Summary18090,1207.2602v1,2012-07-11T11:29:36Z,A Novel Approach Coloured Object Tracker with Adaptive Model and Bandwidth using Mean Shift Algorithm,"Seyed Amir Mohammadi, Mohammad Reza Mahzoun",http://arxiv.org/pdf/1207.2602v1,"Signal & Image Processing : An International Journal(SIPIJ), Volume 3, Number 3, June 2012",none,cs.CV,Summary18091,1207.2641v2,2012-07-11T13:58:35Z,"Camera identification by grouping images from database, based on shared noise patterns","Teun Baar, Wiger van Houten, Zeno Geradts",http://arxiv.org/pdf/1207.2641v2,No journal ref found,none,cs.CV,Summary18092,1207.3127v1,2012-07-13T01:22:04Z,Tracking Tetrahymena Pyriformis Cells using Decision Trees,"Quan Wang, Yan Ou, A. Agung Julius, Kim L. Boyer, Min Jun Kim",http://arxiv.org/pdf/1207.3127v1,No journal ref found,none,cs.CV,Summary18093,1207.3142v2,2012-07-13T04:46:19Z,Color Constancy based on Image Similarity via Bilayer Sparse Coding,"Bing Li, Weihua Xiong, Weiming Hu",http://arxiv.org/pdf/1207.3142v2,No journal ref found,none,cs.CV,Summary18094,1207.3370v1,2012-07-13T21:37:04Z,Deconvolution of vibroacoustic images using a simulation model based on a three dimensional point spread function,"Talita Perciano, Matthew Urban, Nelson D. A. Mascarenhas, Mostafa Fatemi, Alejandro C. Frery, Glauber T. Silva",http://arxiv.org/pdf/1207.3370v1,No journal ref found,none,cs.CV,Summary18095,1207.3510v2,2012-07-15T14:50:17Z,HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization Algorithm,Quan Wang,http://arxiv.org/pdf/1207.3510v2,No journal ref found,none,cs.CV,Summary18096,1207.3538v3,2012-07-15T20:28:26Z,Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape Models,Quan Wang,http://arxiv.org/pdf/1207.3538v3,No journal ref found,none,cs.CV,Summary18097,1207.3576v2,2012-07-16T04:51:07Z,Hierarchical Approach for Total Variation Digital Image Inpainting,"S. Padmavathi, N. Archana, K. P. Soman",http://arxiv.org/pdf/1207.3576v2,No journal ref found,none,cs.CV,Summary18098,1207.4129v1,2012-07-11T14:48:13Z,Recovering Articulated Object Models from 3D Range Data,"Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang, Praveen Srinivasan, Sebastian Thrun",http://arxiv.org/pdf/1207.4129v1,No journal ref found,none,cs.CV,Summary18099,1207.4179v1,2012-07-12T19:47:14Z,Probabilistic index maps for modeling natural signals,"Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez",http://arxiv.org/pdf/1207.4179v1,No journal ref found,none,cs.CV,Summary18100,1207.4308v1,2012-07-18T09:16:07Z,Assessment of SAR Image Filtering using Adaptive Stack Filters,"Maria E. Buemi, Marta Mejail, Julio Jacobo, Alejandro C. Frery, Heitor S. Ramos",http://arxiv.org/pdf/1207.4308v1,"Proceedings 16th Iberoamerican Congress on Pattern Recognition (CIARP 2011), Lecture Notes in Computer Science vol. 7042, p. 89--96",none,cs.CV,Summary18101,1207.5007v1,2012-07-20T17:37:27Z,Multisegmentation through wavelets: Comparing the efficacy of Daubechies vs Coiflets,"Madhur Srivastava, Yashwant Yashu, Satish K. Singh, Prasanta K. Panigrahi",http://arxiv.org/pdf/1207.5007v1,"Proceedings in Signal Processing and Real Time Operating System ( SPRTOS), March 26 - 27 , 2011",none,cs.CV,Summary18102,1207.5064v1,2012-07-20T21:30:35Z,A Novel Metric Approach Evaluation For The Spatial Enhancement Of Pan-Sharpened Images,"Firouz Abdullah Al-Wassai, Dr. N. V. Kalyankar",http://arxiv.org/pdf/1207.5064v1,"International Conference of Advanced Computer Science & Information Technology (ACSIT-2012),July 15, 2012, Chennai, India",none,cs.CV,Summary18103,1207.5113v1,2012-07-21T09:38:45Z,Piecewise Linear Patch Reconstruction for Segmentation and Description of Non-smooth Image Structures,"Junyan Wang, Kap Luk Chan",http://arxiv.org/pdf/1207.5113v1,No journal ref found,none,cs.CV,Summary18104,1207.6774v1,2012-07-29T13:07:09Z,A Survey Of Activity Recognition And Understanding The Behavior In Video Survelliance,"A. R. Revathi, Dhananjay Kumar",http://arxiv.org/pdf/1207.6774v1,No journal ref found,none,cs.CV,Summary18105,1207.7244v1,2012-06-29T15:07:26Z,Visual Vocabulary Learning and Its Application to 3D and Mobile Visual Search,Liujuan Cao,http://arxiv.org/pdf/1207.7244v1,No journal ref found,none,cs.CV,Summary18106,1210.0052v1,2012-09-28T23:03:00Z,Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm,"ELkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine",http://arxiv.org/pdf/1210.0052v1,"Applied Mathematical Sciences, Vol. 6, 2012, no. 102, 5085 - 5095",none,cs.CV,Summary18107,1210.0115v2,2012-09-29T15:24:37Z,Demosaicing and Superresolution for Color Filter Array via Residual Image Reconstruction and Sparse Representation,Guangling Sun,http://arxiv.org/pdf/1210.0115v2,No journal ref found,none,cs.CV,Summary18108,1210.0310v2,2012-10-01T08:52:29Z,Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map,"Raheleh Kafieh, Hossein Rabbani, Michael D. Abramoff, Milan Sonka",http://arxiv.org/pdf/1210.0310v2,No journal ref found,none,cs.CV,Summary18109,1210.0347v1,2012-10-01T10:38:08Z,Enhanced Techniques for PDF Image Segmentation and Text Extraction,"D. Sasirekha, E. Chandra",http://arxiv.org/pdf/1210.0347v1,No journal ref found,none,cs.CV,Summary18110,1210.0386v3,2012-10-01T13:05:20Z,Combined Descriptors in Spatial Pyramid Domain for Image Classification,"Junlin Hu, Ping Guo",http://arxiv.org/pdf/1210.0386v3,No journal ref found,none,cs.CV,Summary18111,1210.0528v1,2012-09-28T23:36:26Z,Band Selection and Classification of Hyperspectral Images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano,"Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine",http://arxiv.org/pdf/1210.0528v1,No journal ref found,none,cs.CV,Summary18112,1210.0818v1,2012-10-02T16:03:58Z,Multibiometric: Feature Level Fusion Using FKP Multi-Instance biometric,"Harbi AlMahafzah, Mohammad Imran, H. S. Sheshadri",http://arxiv.org/pdf/1210.0818v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 3, July 2012",none,cs.CV,Summary18113,1210.0829v1,2012-10-02T16:26:39Z,A Survey of Multibiometric Systems,"Harbi AlMahafzah, Maen Zaid AlRwashdeh",http://arxiv.org/pdf/1210.0829v1,International Journal of Computer Application volume 43 No 15 April 2012,none,cs.CV,Summary18114,1210.1029v1,2012-10-03T08:54:01Z,Blurred Image Classification based on Adaptive Dictionary,"Guangling Sun, Guoqing Li, Jie Yin",http://arxiv.org/pdf/1210.1029v1,"The International Journal of Multimedia & Its Applications. 5(1):1-9, 2013",none,cs.CV,Summary18115,1210.1033v1,2012-10-03T09:02:51Z,Robust Degraded Face Recognition Using Enhanced Local Frequency Descriptor and Multi-scale Competition,"Guangling Sun, Guoqing Li, Xinpeng Zhang",http://arxiv.org/pdf/1210.1033v1,No journal ref found,none,cs.CV,Summary18116,1210.1316v2,2012-10-04T07:12:49Z,Learning Locality-Constrained Collaborative Representation for Face Recognition,"Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan",http://arxiv.org/pdf/1210.1316v2,"Pattern Recognition, 47 (9), 2794-2806, 2014",none,cs.CV,Summary18117,1210.1916v1,2012-10-06T06:37:51Z,A comparative study on face recognition techniques and neural network,Meftah Ur Rahman,http://arxiv.org/pdf/1210.1916v1,No journal ref found,none,cs.CV,Summary18118,1210.3350v1,2012-10-11T19:53:44Z,Enhanced Compressed Sensing Recovery with Level Set Normals,"Virginia Estellers, Jean-Philippe Thiran, Xavier Bresson",http://arxiv.org/pdf/1210.3350v1,No journal ref found,none,cs.CV,Summary18119,1210.3404v2,2012-10-12T00:31:46Z,A polygon-based interpolation operator for super-resolution imaging,"Stéfan J. van der Walt, B. M. Herbst",http://arxiv.org/pdf/1210.3404v2,No journal ref found,none,cs.CV,Summary18120,1210.3832v1,2012-10-14T20:17:33Z,Image Processing using Smooth Ordering of its Patches,"Idan Ram, Michael Elad, Israel Cohen",http://arxiv.org/pdf/1210.3832v1,No journal ref found,none,cs.CV,Summary18121,1210.4863v1,2012-10-16T17:38:55Z,DBN-Based Combinatorial Resampling for Articulated Object Tracking,"Severine Dubuisson, Christophe Gonzales, Xuan Son NGuyen",http://arxiv.org/pdf/1210.4863v1,No journal ref found,none,cs.CV,Summary18122,1210.5653v1,2012-10-20T20:37:22Z,Identifications of concealed weapon in a Human Body,"Prof. Samir K. Bandyopadhyay, Biswajita Datta, Sudipta Roy",http://arxiv.org/pdf/1210.5653v1,No journal ref found,none,cs.CV,Summary18123,1210.5732v1,2012-10-21T14:49:30Z,Developing ICC Profile Using Gray Level Control In Offset Printing Process,"Jaswinder Singh Dilawari, Ravinder Khanna",http://arxiv.org/pdf/1210.5732v1,No journal ref found,none,cs.CV,Summary18124,1210.6157v1,2012-10-23T07:57:24Z,Novel Architecture for 3D model in virtual communities from detected face,"Vibekananda Dutta, Dr Nishtha Kesswani, Deepti Gahalot",http://arxiv.org/pdf/1210.6157v1,http://www.ijascse.in/publications-2012--2,none,cs.CV,Summary18125,1210.7014v2,2012-10-25T22:30:40Z,Computer vision tools for the non-invasive assessment of autism-related behavioral markers,"Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro",http://arxiv.org/pdf/1210.7014v2,No journal ref found,none,cs.CV,Summary18126,1210.7102v1,2012-10-26T11:27:33Z,3D Face Recognition using Significant Point based SULD Descriptor,"B. H. Shekar, N. Harivinod, M. Sharmila Kumari, K. Raghurama Holla",http://arxiv.org/pdf/1210.7102v1,No journal ref found,none,cs.CV,Summary18127,1210.7403v1,2012-10-28T05:27:55Z,Resolution Enhancement of Range Images via Color-Image Segmentation,Arnav Bhavsar,http://arxiv.org/pdf/1210.7403v1,No journal ref found,none,cs.CV,Summary18128,1210.7631v1,2012-10-29T11:53:35Z,The fortresses of Ejin: an example of outlining a site from satellite images,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1210.7631v1,No journal ref found,none,cs.CV,Summary18129,1210.7669v1,2012-10-29T14:05:27Z,Performance Evaluation of Different Techniques for texture Classification,Pooja Maknikar,http://arxiv.org/pdf/1210.7669v1,No journal ref found,none,cs.CV,Summary18130,1210.8262v1,2012-10-31T08:29:58Z,On the Relation Between the Common Labelling and the Median Graph,"Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa",http://arxiv.org/pdf/1210.8262v1,"Lecture Notes in Computer Science, 2012, Volume 7626/2012, 107-115",none,cs.CV,Summary18131,1303.0479v2,2013-03-03T09:15:25Z,Scale Selection of Adaptive Kernel Regression by Joint Saliency Map for Nonrigid Image Registration,"Zhuangming Shen, Jiuai Sun, Hui Zhang, Binjie Qin",http://arxiv.org/pdf/1303.0479v2,No journal ref found,none,cs.CV,Summary18132,1303.0582v2,2013-03-03T23:41:34Z,Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning,"Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias",http://arxiv.org/pdf/1303.0582v2,No journal ref found,none,cs.CV,Summary18133,1303.0633v1,2013-03-04T08:01:36Z,Omega Model for Human Detection and Counting for application in Smart Surveillance System,"Subra Mukherjee, Karen Das",http://arxiv.org/pdf/1303.0633v1,No journal ref found,none,cs.CV,Summary18134,1303.0634v1,2013-03-04T08:06:07Z,Indian Sign Language Recognition Using Eigen Value Weighted Euclidean Distance Based Classification Technique,"Joyeeta Singha, Karen Das",http://arxiv.org/pdf/1303.0634v1,No journal ref found,none,cs.CV,Summary18135,1303.0635v1,2013-03-04T08:09:22Z,Recognition of Facial Expression Using Eigenvector Based Distributed Features and Euclidean Distance Based Decision Making Technique,"Jeemoni Kalita, Karen Das",http://arxiv.org/pdf/1303.0635v1,No journal ref found,none,cs.CV,Summary18136,1303.0644v1,2013-03-04T08:52:45Z,Automatic symmetry based cluster approach for anomalous brain identification in PET scan image : An Analysis,"A. Meena, K. Raja",http://arxiv.org/pdf/1303.0644v1,No journal ref found,none,cs.CV,Summary18137,1303.0645v1,2013-03-04T09:00:23Z,Symmetry Based Cluster Approach for Automatic Recognition of the Epileptic Focus in Brain Using PET Scan Image : An Analysis,"A. Meena, R. Raja",http://arxiv.org/pdf/1303.0645v1,No journal ref found,none,cs.CV,Summary18138,1303.0647v1,2013-03-04T09:08:34Z,Spatial Fuzzy C Means PET Image Segmentation of Neurodegenerative Disorder,"A. Meena, R. Raja",http://arxiv.org/pdf/1303.0647v1,"Indian Journal of Computer Science and Engineering (IJCSE), ISSN : 0976-5166 Vol. 4 No.1 Feb-Mar 2013, pp.no: 50-55",none,cs.CV,Summary18139,1303.0964v1,2013-03-05T09:40:46Z,GBM Volumetry using the 3D Slicer Medical Image Computing Platform,"Jan Egger, Tina Kapur, Andriy Fedorov, Steve Pieper, James V. Miller, Harini Veeraraghavan, Bernd Freisleben, Alexandra Golby, Christopher Nimsky, Ron Kikinis",http://arxiv.org/pdf/1303.0964v1,"Sci. Rep. 3, 1364, 2013",none,cs.CV,Summary18140,1303.1624v1,2013-03-07T09:30:10Z,"On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly","Yongkang Wong, Mehrtash T. Harandi, Conrad Sanderson",http://arxiv.org/pdf/1303.1624v1,"IET Biometrics, Vol. 3, No. 4, pp. 176-189, 2014",none,cs.CV,Summary18141,1303.1667v1,2013-03-07T12:49:49Z,ALPRS - A New Approach for License Plate Recognition using the Sift Algorithm,"Francisco Assis da Silva, Almir Olivette Artero, Maria Stela Veludo de Paiva, Ricardo Luis Barbosa",http://arxiv.org/pdf/1303.1667v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.4, No.1, February 2013",none,cs.CV,Summary18142,1303.1749v2,2013-03-07T16:59:11Z,Simplifying Energy Optimization using Partial Enumeration,"Carl Olsson, Johannes Ulen, Yuri Boykov, Vladimir Kolmogorov",http://arxiv.org/pdf/1303.1749v2,No journal ref found,none,cs.CV,Summary18143,1303.1761v1,2013-03-07T17:33:06Z,Improving Automatic Emotion Recognition from speech using Rhythm and Temporal feature,"Mayank Bhargava, Tim Polzehl",http://arxiv.org/pdf/1303.1761v1,No journal ref found,none,cs.CV,Summary18144,1303.1829v1,2013-03-07T21:15:29Z,"Watersheds on edge or node weighted graphs ""par lexemple""",Fernand Meyer,http://arxiv.org/pdf/1303.1829v1,No journal ref found,none,cs.CV,Summary18145,1303.2437v1,2013-03-11T06:40:02Z,Least-Squares FIR Models of Low-Resolution MR data for Efficient Phase-Error Compensation with Simultaneous Artefact Removal,"Joseph Suresh Paul, Uma Krishna Swamy Pillai, Nyjin Thomas",http://arxiv.org/pdf/1303.2437v1,No journal ref found,none,cs.CV,Summary18146,1303.2439v1,2013-03-11T06:54:26Z,Voxel-wise Weighted MR Image Enhancement using an Extended Neighborhood Filter,"Joseph Suresh Paul, Joshin John Mathew, Souparnika Kandoth Naroth, Chandrasekar Kesavadas",http://arxiv.org/pdf/1303.2439v1,No journal ref found,none,cs.CV,Summary18147,1303.2465v1,2013-03-11T09:57:49Z,A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts,"Vikas Reddy, Conrad Sanderson, Brian C. Lovell",http://arxiv.org/pdf/1303.2465v1,"EURASIP Journal on Image and Video Processing, 2011",none,cs.CV,Summary18148,1303.2607v2,2013-03-11T18:14:42Z,Joint optimization of fitting & matching in multi-view reconstruction,"Hossam Isack, Yuri Boykov",http://arxiv.org/pdf/1303.2607v2,No journal ref found,none,cs.CV,Summary18149,1303.2610v1,2013-03-11T18:33:01Z,Kernel Sparse Models for Automated Tumor Segmentation,"Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Deepta Rajan, Anup Puri, David Frakes, Andreas Spanias",http://arxiv.org/pdf/1303.2610v1,No journal ref found,none,cs.CV,Summary18150,1303.2685v1,2013-03-11T20:52:57Z,Bilateral Filter: Graph Spectral Interpretation and Extensions,"Akshay Gadde, Sunil K Narang, Antonio Ortega",http://arxiv.org/pdf/1303.2685v1,No journal ref found,none,cs.CV,Summary18151,1303.2751v1,2013-03-12T02:32:02Z,Gaussian Mixture Model for Handwritten Script Identification,Mallikarjun Hangarge,http://arxiv.org/pdf/1303.2751v1,No journal ref found,none,cs.CV,Summary18152,1303.2783v1,2013-03-12T06:12:59Z,Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification,"Conrad Sanderson, Mehrtash T. Harandi, Yongkang Wong, Brian C. Lovell",http://arxiv.org/pdf/1303.2783v1,"IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), pp, 294-299, 2012",none,cs.CV,Summary18153,1303.2844v1,2013-03-12T11:23:47Z,A Stochastic Grammar for Natural Shapes,Pedro F. Felzenszwalb,http://arxiv.org/pdf/1303.2844v1,No journal ref found,none,cs.CV,Summary18154,1303.3087v1,2013-03-13T04:51:22Z,Statistical Texture Features based Handwritten and Printed Text Classification in South Indian Documents,"Mallikarjun Hangarge, K. C. Santosh, Srikanth Doddamani, Rajmohan Pardeshi",http://arxiv.org/pdf/1303.3087v1,No journal ref found,none,cs.CV,Summary18155,1303.3152v1,2013-03-13T13:23:21Z,Material quality assessment of silk nanofibers based on swarm intelligence,"Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno",http://arxiv.org/pdf/1303.3152v1,J. Phys.: Conf. Ser. 410 012163 2013,none,cs.CV,Summary18156,1303.4160v1,2013-03-18T05:48:40Z,Improved Foreground Detection via Block-based Classifier Cascade with Probabilistic Decision Integration,"Vikas Reddy, Conrad Sanderson, Brian C. Lovell",http://arxiv.org/pdf/1303.4160v1,"IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 1, pp. 83-93, 2013",none,cs.CV,Summary18157,1303.4614v1,2013-03-19T14:23:24Z,Handwritten and Printed Text Separation in Real Document,"Abdel Belaïd, K. C. Santosh, Vincent Poulain DAndecy",http://arxiv.org/pdf/1303.4614v1,No journal ref found,none,cs.CV,Summary18158,1303.4803v1,2013-03-20T01:08:33Z,A Survey of Appearance Models in Visual Object Tracking,"Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1303.4803v1,No journal ref found,none,cs.CV,Summary18159,1303.4839v1,2013-03-20T04:54:44Z,The State of the Art Recognize in Arabic Script through Combination of Online and Offline,Dr. Firoj Parwej,http://arxiv.org/pdf/1303.4839v1,"International Journal of Computer Science and Telecommunications (IJCST), UK, London (http://www.ijcst.org) , ISSN 2047-3338 , Vol. 4, Issue 3, pages 60 - 66, March 2013. Link - http://www.ijcst.org/Volume4/Issue3.html",none,cs.CV,Summary18160,1303.4840v1,2013-03-20T04:59:08Z,Asynchronous Cellular Operations on Gray Images Extracting Topographic Shape Features and Their Relations,Igor Polkovnikov,http://arxiv.org/pdf/1303.4840v1,No journal ref found,none,cs.CV,Summary18161,1303.4845v2,2013-03-20T06:16:55Z,On Constructing the Value Function for Optimal Trajectory Problem and its Application to Image Processing,"Myong-Song Ho, Gwang-Hui Ju, Yong-Bom O, Gwang-Ho Jong",http://arxiv.org/pdf/1303.4845v2,"International Symposium in Commemoration of the 65th Anniversary of the Foundation of Kim Il Sung University (Mathematics)20-21. Sep. Juche100(2011), Pyongyang DPR Korea, 120-124",none,cs.CV,Summary18162,1303.4866v1,2013-03-20T08:15:07Z,A Robust Rapid Approach to Image Segmentation with Optimal Thresholding and Watershed Transform,"Ankit R. Chadha, Neha S. Satam",http://arxiv.org/pdf/1303.4866v1,International Journal of Computer Applications (2013),none,cs.CV,Summary18163,1303.5691v1,2013-03-22T19:07:13Z,Cortical Surface Co-Registration based on MRI Images and Photos,"Benjamin Berkels, Ivan Cabrilo, Sven Haller, Martin Rumpf, Carlo Schaller",http://arxiv.org/pdf/1303.5691v1,No journal ref found,none,cs.CV,Summary18164,1303.6066v2,2013-03-25T10:01:19Z,Asymmetric Pruning for Learning Cascade Detectors,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1303.6066v2,No journal ref found,none,cs.CV,Summary18165,1303.6455v1,2013-03-26T12:35:46Z,Performance Evaluation of Edge-Directed Interpolation Methods for Images,"Shaode Yu, Qingsong Zhu, Shibin Wu, Yaoqin Xie",http://arxiv.org/pdf/1303.6455v1,No journal ref found,none,cs.CV,Summary18166,1303.6619v1,2013-03-26T19:39:20Z,An N-dimensional approach towards object based classification of remotely sensed imagery,"Arun p V, S. K. Katiyar",http://arxiv.org/pdf/1303.6619v1,No journal ref found,none,cs.CV,Summary18167,1303.6711v1,2013-03-27T00:33:52Z,An intelligent approach towards automatic shape modeling and object extraction from satellite images using cellular automata based algorithm,"P. V. Arun, S. K. Katiyar",http://arxiv.org/pdf/1303.6711v1,No journal ref found,none,cs.CV,Summary18168,1303.6926v1,2013-03-27T18:57:12Z,A Comparative Analysis on the Applicability of Entropy in remote sensing,"Dr. S. K. Katiyar, Arun P. V.",http://arxiv.org/pdf/1303.6926v1,No journal ref found,none,cs.CV,Summary18169,1303.6927v1,2013-03-27T19:02:02Z,An investigation towards wavelet based optimization of automatic image registration techniques,"Arun P. V., Dr. S. K. Katiyar",http://arxiv.org/pdf/1303.6927v1,No journal ref found,none,cs.CV,Summary18170,1303.7390v2,2013-03-29T13:25:17Z,Geometric tree kernels: Classification of COPD from airway tree geometry,"Aasa Feragen, Jens Petersen, Dominik Grimm, Asger Dirksen, Jesper Holst Pedersen, Karsten Borgwardt, Marleen de Bruijne",http://arxiv.org/pdf/1303.7390v2,No journal ref found,none,cs.CV,Summary18171,1305.0311v1,2013-05-01T23:11:36Z,An Adaptive Descriptor Design for Object Recognition in the Wild,"Zhenyu Guo, Z. Jane Wang",http://arxiv.org/pdf/1305.0311v1,No journal ref found,none,cs.CV,Summary18172,1305.0871v2,2013-05-04T03:14:46Z,Dictionary learning based image enhancement for rarity detection,"Hui Li, Xiaomeng Wang, Weifeng Liu, Yanjiang Wang",http://arxiv.org/pdf/1305.0871v2,No journal ref found,none,cs.CV,Summary18173,1305.1052v1,2013-05-05T20:49:54Z,Hybridization of Otsu Method and Median Filter for Color Image Segmentation,"Firas Ajil Jassim, Fawzi H. Altaani",http://arxiv.org/pdf/1305.1052v1,"International Journal of Soft Computing and Engineering, Volume-3, Issue-2, May 2013",none,cs.CV,Summary18174,1305.1163v1,2013-05-06T12:35:52Z,A Computer Vision System for Attention Mapping in SLAM based 3D Models,"Lucas Paletta, Katrin Santner, Gerald Fritz, Albert Hofmann, Gerald Lodron, Georg Thallinger, Heinz Mayer",http://arxiv.org/pdf/1305.1163v1,No journal ref found,none,cs.CV,Summary18175,1305.1199v4,2013-05-06T14:00:07Z,How to find real-world applications for compressive sensing,Leslie N. Smith,http://arxiv.org/pdf/1305.1199v4,"Proceedings of SPIE DSS 2013, Conference 8717 Compressive Sensing II",none,cs.CV,Summary18176,1305.1206v1,2013-05-06T14:17:11Z,A Contrario Selection of Optimal Partitions for Image Segmentation,"Juan Cardelino, Vicent Caselles, Marcelo Bertalmio, Gregory Randall",http://arxiv.org/pdf/1305.1206v1,No journal ref found,none,cs.CV,Summary18177,1305.1344v1,2013-05-06T22:25:52Z,Speckle Noise Reduction in Medical Ultrasound Images,"Faouzi Benzarti, Hamid Amiri",http://arxiv.org/pdf/1305.1344v1,"International Journal of Computer Science Issues, Vol 9, Issue 2, No 3, March 2012 ISSN 1694-0814",none,cs.CV,Summary18178,1305.1443v2,2013-05-07T09:03:38Z,Standard Fingerprint Databases: Manual Minutiae Labeling and Matcher Performance Analyses,"Mehmet Kayaoglu, Berkay Topcu, Umut Uludag",http://arxiv.org/pdf/1305.1443v2,No journal ref found,none,cs.CV,Summary18179,1305.1520v1,2013-05-07T14:02:46Z,A Method for Visuo-Spatial Classification of Freehand Shapes Freely Sketched,"Ney Renau-Ferrer, Céline Remi",http://arxiv.org/pdf/1305.1520v1,No journal ref found,none,cs.CV,Summary18180,1305.1912v4,2013-05-08T18:33:28Z,Automated polyp detection in colon capsule endoscopy,"Alexander V. Mamonov, Isabel N. Figueiredo, Pedro N. Figueiredo, Yen-Hsi Richard Tsai",http://arxiv.org/pdf/1305.1912v4,"IEEE Transactions on Medical Imaging 33(7):1488-1502, 2014",none,cs.CV,Summary18181,1305.2221v1,2013-05-09T22:10:36Z,Repairing and Inpainting Damaged Images using Diffusion Tensor,"Faouzi Benzarti, Hamid Amiri",http://arxiv.org/pdf/1305.2221v1,"IJCSI International Journal of Computer Science Issues, Vol 9, Issue 4, No 3, July 2012 ISSN 1694-0814",none,cs.CV,Summary18182,1305.2269v1,2013-05-10T07:09:14Z,Beyond Physical Connections: Tree Models in Human Pose Estimation,"Fang Wang, Yi Li",http://arxiv.org/pdf/1305.2269v1,No journal ref found,none,cs.CV,Summary18183,1305.2395v1,2013-05-10T17:35:02Z,Shape Reconstruction and Recognition with Isolated Non-directional Cues,"Toshiro Kubota, Jessica Ranck, Briley Acker, Herman De Haan",http://arxiv.org/pdf/1305.2395v1,No journal ref found,none,cs.CV,Summary18184,1305.2687v1,2013-05-13T07:14:07Z,Automatic Parameter Adaptation for Multi-object Tracking,"Duc Phu Chau, Monique Thonnat, François Bremond",http://arxiv.org/pdf/1305.2687v1,No journal ref found,none,cs.CV,Summary18185,1305.2827v1,2013-05-10T08:58:01Z,Human Mood Detection For Human Computer Interaction,"Preeti Badar, Urmila Shrawankar",http://arxiv.org/pdf/1305.2827v1,No journal ref found,none,cs.CV,Summary18186,1305.2828v1,2013-05-10T08:43:59Z,Image Optimization and Prediction,"Shweta Jain, Urmila Shrawankar",http://arxiv.org/pdf/1305.2828v1,No journal ref found,none,cs.CV,Summary18187,1305.2949v2,2013-05-13T20:37:29Z,Unsupervised ensemble of experts (EoE) framework for automatic binarization of document images,"Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet",http://arxiv.org/pdf/1305.2949v2,"ICDAR 2013, pp 703-707",none,cs.CV,Summary18188,1305.3013v1,2013-05-14T03:45:09Z,Novel variational model for inpainting in the wavelet domain,"Dai-Qiang Chen, Li-Zhi Cheng",http://arxiv.org/pdf/1305.3013v1,No journal ref found,none,cs.CV,Summary18189,1305.3189v1,2013-05-14T15:58:38Z,A Bag of Words Approach for Semantic Segmentation of Monitored Scenes,"Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais",http://arxiv.org/pdf/1305.3189v1,No journal ref found,none,cs.CV,Summary18190,1305.3250v3,2013-05-14T18:49:52Z,Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection,"Marian Popescu, Peter J. Dugan, Mohammad Pourhomayoun, Denise Risch, Harold W. Lewis III, Christopher W. Clark",http://arxiv.org/pdf/1305.3250v3,No journal ref found,none,cs.CV,Summary18191,1305.3633v2,2013-05-15T20:53:39Z,Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network,"Mohammad Pourhomayoun, Peter Dugan, Marian Popescu, Denise Risch, Hal Lewis, Christopher Clark",http://arxiv.org/pdf/1305.3633v2,No journal ref found,none,cs.CV,Summary18192,1305.3635v2,2013-05-15T20:59:03Z,"Bioacoustic Signal Classification Based on Continuous Region Processing, Grid Masking and Artificial Neural Network","Mohammad Pourhomayoun, Peter Dugan, Marian Popescu, Christopher Clark",http://arxiv.org/pdf/1305.3635v2,No journal ref found,none,cs.CV,Summary18193,1305.3939v1,2013-05-16T21:25:54Z,Analysis Of Interest Points Of Curvelet Coefficients Contributions Of Microscopic Images And Improvement Of Edges,"A. Djimeli, D. Tchiotsop, R. Tchinda",http://arxiv.org/pdf/1305.3939v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.4, No.2, April 2013",none,cs.CV,Summary18194,1305.4064v1,2013-05-17T13:05:31Z,Font Acknowledgment and Character Extraction of Digital and Scanned Images,Syed Muhammad Arsalan Bashir,http://arxiv.org/pdf/1305.4064v1,"International Journal of Computer Applications 70(8):1-5, May 2013",none,cs.CV,Summary18195,1305.4298v1,2013-05-18T20:45:40Z,Blockwise SURE Shrinkage for Non-Local Means,"Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan",http://arxiv.org/pdf/1305.4298v1,Signal Processing 103 (2014): 45-59,none,cs.CV,Summary18196,1305.4537v5,2013-05-20T14:35:47Z,Object Detection with Pixel Intensity Comparisons Organized in Decision Trees,"Nenad Markuš, Miroslav Frljak, Igor S. Pandžić, Jörgen Ahlberg, Robert Forchheimer",http://arxiv.org/pdf/1305.4537v5,No journal ref found,none,cs.CV,Summary18197,1305.4544v1,2013-05-20T14:54:56Z,Efficient Image Retargeting for High Dynamic Range Scenes,"Govind Salvi, Puneet Sharma, Shanmuganathan Raman",http://arxiv.org/pdf/1305.4544v1,No journal ref found,none,cs.CV,Summary18198,1305.5160v1,2013-05-22T15:00:43Z,A novel automatic thresholding segmentation method with local adaptive thresholds,"Bo Xiao, Yuefeng Jing, Yonghong Guan",http://arxiv.org/pdf/1305.5160v1,No journal ref found,none,cs.CV,Summary18199,1305.5728v1,2013-05-24T13:39:18Z,Edge Detection in Radar Images Using Weibull Distribution,"Ali El-Zaart, Wafaa Kamel Al-Jibory",http://arxiv.org/pdf/1305.5728v1,No journal ref found,none,cs.CV,Summary18200,1305.5756v1,2013-05-24T14:47:40Z,Flooding edge or node weighted graphs,Fernand Meyer,http://arxiv.org/pdf/1305.5756v1,No journal ref found,none,cs.CV,Summary18201,1305.5905v1,2013-05-25T09:30:49Z,ÖAGM/AAPR 2013 - The 37th Annual Workshop of the Austrian Association for Pattern Recognition,"Justus Piater, Antonio J. Rodríguez Sánchez",http://arxiv.org/pdf/1305.5905v1,No journal ref found,none,cs.CV,Summary18202,1305.6387v3,2013-05-28T07:23:39Z,Higher-order Segmentation via Multicuts,"Joerg Hendrik Kappes, Markus Speth, Gerhard Reinelt, Christoph Schnoerr",http://arxiv.org/pdf/1305.6387v3,No journal ref found,none,cs.CV,Summary18203,1305.6918v1,2013-05-29T19:46:19Z,Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies,"Thiago V. Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro",http://arxiv.org/pdf/1305.6918v1,No journal ref found,none,cs.CV,Summary18204,1305.7053v1,2013-05-30T10:14:14Z,A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity,"Kaihua Zhang, Lei Zhang, Kin-Man Lam, David Zhang",http://arxiv.org/pdf/1305.7053v1,No journal ref found,none,cs.CV,Summary18205,1305.7181v1,2013-05-30T17:56:03Z,Lensless Imaging by Compressive Sensing,"Gang Huang, Hong Jiang, Kim Matthews, Paul Wilford",http://arxiv.org/pdf/1305.7181v1,"IEEE International Conference on Image Processing, ICIP 2013, Paper #2393",none,cs.CV,Summary18206,1305.7311v1,2013-05-31T06:43:31Z,Robust Hyperspectral Unmixing with Correntropy based Metric,"Ying Wang, Chunhong Pan, Shiming Xiang, Feiyun Zhu",http://arxiv.org/pdf/1305.7311v1,No journal ref found,none,cs.CV,Summary18207,1306.0139v1,2013-06-01T19:16:43Z,Image Inpainting by Kriging Interpolation Technique,Firas A. Jassim,http://arxiv.org/pdf/1306.0139v1,"World of Computer Science and Information Technology Journal (WCSIT),Vol. 3, No. 5, pp.91-96, 2013",none,cs.CV,Summary18208,1306.0152v1,2013-06-01T21:37:25Z,An Analysis of the Connections Between Layers of Deep Neural Networks,"Eugenio Culurciello, Jonghoon Jin, Aysegul Dundar, Jordan Bates",http://arxiv.org/pdf/1306.0152v1,No journal ref found,none,cs.CV,Summary18209,1306.0974v1,2013-06-05T03:50:58Z,Distributed Bayesian inference for consistent labeling of tracked objects in non-overlapping camera networks,"Jiuqing Wan, Li Liu",http://arxiv.org/pdf/1306.0974v1,No journal ref found,none,cs.CV,Summary18210,1306.1301v1,2013-06-06T05:40:06Z,Recognition of Indian Sign Language in Live Video,"Joyeeta Singha, Karen Das",http://arxiv.org/pdf/1306.1301v1,"International Journal of Computer Applications 70(19):17-22, May 2013",none,cs.CV,Summary18211,1306.1462v1,2013-06-06T16:30:57Z,K-Algorithm A Modified Technique for Noise Removal in Handwritten Documents,"Kanika Bansal, Rajiv Kumar",http://arxiv.org/pdf/1306.1462v1,"International Journal of Information Sciences and Techniques, May 2013, Volume 3, Number 3",none,cs.CV,Summary18212,1306.1603v1,2013-06-07T03:57:53Z,Infrared face recognition: a literature review,"Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague",http://arxiv.org/pdf/1306.1603v1,No journal ref found,none,cs.CV,Summary18213,1306.1609v1,2013-06-07T05:03:16Z,Vesselness features and the inverse compositional AAM for robust face recognition using thermal IR,"Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague",http://arxiv.org/pdf/1306.1609v1,"AAAI Conference on Artificial Intelligence, 2013",none,cs.CV,Summary18214,1306.1619v1,2013-06-07T05:39:48Z,Statistical Denoising for single molecule fluorescence microscopic images,Ji Won Yoon,http://arxiv.org/pdf/1306.1619v1,No journal ref found,none,cs.CV,Summary18215,1306.1822v1,2013-06-07T04:17:25Z,Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum,"Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague",http://arxiv.org/pdf/1306.1822v1,No journal ref found,none,cs.CV,Summary18216,1306.1894v1,2013-06-08T08:21:06Z,Speckle Reduction with Adaptive Stack Filters,"María Elena Buemi, Alejandro C. Frery, Heitor S. Ramos",http://arxiv.org/pdf/1306.1894v1,No journal ref found,none,cs.CV,Summary18217,1306.2100v1,2013-06-10T04:41:37Z,Discriminative extended canonical correlation analysis for pattern set matching,Ognjen Arandjelovic,http://arxiv.org/pdf/1306.2100v1,No journal ref found,none,cs.CV,Summary18218,1306.2102v1,2013-06-10T04:59:05Z,Discriminative k-means clustering,Ognjen Arandjelovic,http://arxiv.org/pdf/1306.2102v1,"International Joint Conference on Neural Networks, 2013",none,cs.CV,Summary18219,1306.2159v1,2013-06-10T10:35:26Z,Image segmentation by optimal and hierarchical piecewise constant approximations,M. Kharinov,http://arxiv.org/pdf/1306.2159v1,"Proc. of the 11-th. Int. Conf. (PRIA-11-2013), Russia, Samara, September 23-28, 2013. Vol. 1, pp. 213-216",none,cs.CV,Summary18220,1306.2599v1,2013-06-11T18:03:06Z,Hand Gesture Recognition Based on Karhunen-Loeve Transform,"Joyeeta Singha, Karen Das",http://arxiv.org/pdf/1306.2599v1,No journal ref found,none,cs.CV,Summary18221,1306.2795v1,2013-06-12T11:56:57Z,Recurrent Convolutional Neural Networks for Scene Parsing,"Pedro H. O. Pinheiro, Ronan Collobert",http://arxiv.org/pdf/1306.2795v1,No journal ref found,none,cs.CV,Summary18222,1306.2967v3,2013-06-12T20:23:07Z,Optimization of Clustering for Clustering-based Image Denoising,"Mohsen Joneidi, Mostafa Sadeghi",http://arxiv.org/pdf/1306.2967v3,No journal ref found,none,cs.CV,Summary18223,1306.3032v1,2013-06-13T06:28:07Z,A Face-like Structure Detection on Planet and Satellite Surfaces using Image Processing,"Kazutaka Kurihara, Masakazu Takasu, Kazuhiro Sasao, Hal Seki, Takayuki Narabu, Mitsuo Yamamoto, Satoshi Iida, Hiroyuki Yamamoto",http://arxiv.org/pdf/1306.3032v1,"ACE 2013, LNCS 8253, Springer, pp. 564-567, 2013",none,cs.CV,Summary18224,1306.3294v1,2013-06-14T04:43:40Z,Feature Learning by Multidimensional Scaling and its Applications in Object Recognition,"Quan Wang, Kim L. Boyer",http://arxiv.org/pdf/1306.3294v1,No journal ref found,none,cs.CV,Summary18225,1306.3297v1,2013-06-14T05:52:58Z,Matching objects across the textured-smooth continuum,Ognjen Arandjelovic,http://arxiv.org/pdf/1306.3297v1,No journal ref found,none,cs.CV,Summary18226,1306.3415v1,2013-06-14T14:52:10Z,Live-wire 3D medical images segmentation,Ognjen Arandjelovic,http://arxiv.org/pdf/1306.3415v1,No journal ref found,none,cs.CV,Summary18227,1306.3560v1,2013-06-15T09:27:17Z,iCub World: Friendly Robots Help Building Good Vision Data-Sets,"Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone",http://arxiv.org/pdf/1306.3560v1,No journal ref found,none,cs.CV,Summary18228,1306.3828v1,2013-06-17T12:12:22Z,Non-Uniform Blind Deblurring with a Spatially-Adaptive Sparse Prior,"Haichao Zhang, David Wipf",http://arxiv.org/pdf/1306.3828v1,No journal ref found,none,cs.CV,Summary18229,1306.3855v2,2013-06-17T13:44:25Z,Two-View Matching with View Synthesis Revisited,"Dmytro Mishkin, Michal Perdoch, Jiri Matas",http://arxiv.org/pdf/1306.3855v2,No journal ref found,none,cs.CV,Summary18230,1306.3874v2,2013-06-17T14:26:52Z,Classifying and Visualizing Motion Capture Sequences using Deep Neural Networks,"Kyunghyun Cho, Xi Chen",http://arxiv.org/pdf/1306.3874v2,No journal ref found,none,cs.CV,Summary18231,1306.4079v1,2013-06-18T06:58:58Z,A Novel Block-DCT and PCA Based Image Perceptual Hashing Algorithm,Zeng Jie,http://arxiv.org/pdf/1306.4079v1,No journal ref found,none,cs.CV,Summary18232,1306.4345v1,2013-06-18T20:38:07Z,An Overview of the Research on Texture Based Plant Leaf Classification,"Vishakha Metre, Jayshree Ghorpade",http://arxiv.org/pdf/1306.4345v1,No journal ref found,none,cs.CV,Summary18233,1306.4746v1,2013-06-20T03:22:19Z,Felzenszwalb-Baum-Welch: Event Detection by Changing Appearance,"Daniel Paul Barrett, Jeffrey Mark Siskind",http://arxiv.org/pdf/1306.4746v1,No journal ref found,none,cs.CV,Summary18234,1306.5096v1,2013-06-21T11:09:18Z,Computer Aided ECG Analysis - State of the Art and Upcoming Challenges,"Marko Velic, Ivan Padavic, Sinisa Car",http://arxiv.org/pdf/1306.5096v1,No journal ref found,none,cs.CV,Summary18235,1306.5151v1,2013-06-21T14:31:57Z,Fine-Grained Visual Classification of Aircraft,"Subhransu Maji, Esa Rahtu, Juho Kannala, Matthew Blaschko, Andrea Vedaldi",http://arxiv.org/pdf/1306.5151v1,No journal ref found,none,cs.CV,Summary18236,1306.5293v1,2013-06-22T06:12:26Z,New Approach of Estimating PSNR-B For De-blocked Images,"S. Aruna Mastani, K. Shilpa",http://arxiv.org/pdf/1306.5293v1,No journal ref found,none,cs.CV,Summary18237,1306.6058v2,2013-06-25T18:41:04Z,A maximal-information color to gray conversion method for document images: Toward an optimal grayscale representation for document image binarization,"Reza Farrahi Moghaddam, Shaohua Chen, Rachid Hedjam, Mohamed Cheriet",http://arxiv.org/pdf/1306.6058v2,No journal ref found,none,cs.CV,Summary18238,1306.6263v2,2013-06-26T14:56:00Z,Persian Heritage Image Binarization Competition (PHIBC 2012),"Seyed Morteza Ayatollahi, Hossein Ziaei Nafchi",http://arxiv.org/pdf/1306.6263v2,No journal ref found,none,cs.CV,Summary18239,1306.6269v2,2013-06-26T15:16:54Z,Active Contour Models for Manifold Valued Image Segmentation,"Sumukh Bansal, Aditya Tatu",http://arxiv.org/pdf/1306.6269v2,No journal ref found,none,cs.CV,Summary18240,1306.6726v1,2013-06-28T06:32:42Z,A Novel Active Contour Model for Texture Segmentation,"Aditya Tatu, Sumukh Bansal",http://arxiv.org/pdf/1306.6726v1,No journal ref found,none,cs.CV,Summary18241,1306.6842v1,2013-06-28T13:51:18Z,New Mathematical and Algorithmic Schemes for Pattern Classification with Application to the Identification of Writers of Important Ancient Documents,"Dimitris Arabadjis, Fotios Giannopoulos, Constantin Papaodysseus, Solomon Zannos, Panayiotis Rousopoulos, Michail Panagopoulos, Christopher Blackwell",http://arxiv.org/pdf/1306.6842v1,"Pattern Recognition, Volume 46, Issue 8, Pages 2278-2296, August 2013",none,cs.CV,Summary18242,1308.0271v2,2013-08-01T17:27:31Z,Compositional Dictionaries for Domain Adaptive Face Recognition,"Qiang Qiu, Rama Chellappa",http://arxiv.org/pdf/1308.0271v2,No journal ref found,none,cs.CV,Summary18243,1308.0273v1,2013-08-01T17:31:37Z,Learning Robust Subspace Clustering,"Qiang Qiu, Guillermo Sapiro",http://arxiv.org/pdf/1308.0273v1,No journal ref found,none,cs.CV,Summary18244,1308.0275v1,2013-08-01T17:34:36Z,Domain-invariant Face Recognition using Learned Low-rank Transformation,"Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen",http://arxiv.org/pdf/1308.0275v1,No journal ref found,none,cs.CV,Summary18245,1308.0290v1,2013-08-01T18:25:16Z,Sparse Dictionary-based Attributes for Action Recognition and Summarization,"Qiang Qiu, Zhuolin Jiang, Rama Chellappa",http://arxiv.org/pdf/1308.0290v1,No journal ref found,none,cs.CV,Summary18246,1308.0365v1,2013-08-01T21:58:33Z,Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes,"Emanuel Aldea, Khurom H. Kiyani",http://arxiv.org/pdf/1308.0365v1,No journal ref found,none,cs.CV,Summary18247,1308.0890v1,2013-08-05T05:17:26Z,Head Gesture Recognition using Optical Flow based Classification with Reinforcement of GMM based Background Subtraction,"Parimita Saikia, Karen Das",http://arxiv.org/pdf/1308.0890v1,No journal ref found,none,cs.CV,Summary18248,1308.1126v1,2013-08-05T21:33:06Z,Image interpolation using Shearlet based iterative refinement,"H. Lakshman, W. -Q Lim, H. Schwarz, D. Marpe, G. Kutyniok, T. Wiegand",http://arxiv.org/pdf/1308.1126v1,No journal ref found,none,cs.CV,Summary18249,1308.1374v1,2013-08-06T18:46:18Z,Bayesian ensemble learning for image denoising,Hyuntaek Oh,http://arxiv.org/pdf/1308.1374v1,No journal ref found,none,cs.CV,Summary18250,1308.1981v3,2013-08-08T21:21:54Z,A Framework for the Analysis of Computational Imaging Systems with Practical Applications,"Kaushik Mitra, Oliver Cossairt, Ashok Veeraraghavan",http://arxiv.org/pdf/1308.1981v3,No journal ref found,none,cs.CV,Summary18251,1308.2654v1,2013-08-12T19:29:49Z,Local image registration a comparison for bilateral registration mammography,"José M. Celaya-Padilla, Juan Rodriguez-Rojas, Victor Trevino, José G. Gerardo Tamez-Pena",http://arxiv.org/pdf/1308.2654v1,No journal ref found,none,cs.CV,Summary18252,1308.3052v2,2013-08-14T07:25:10Z,Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index,"Wufeng Xue, Lei Zhang, Xuanqin Mou, Alan C. Bovik",http://arxiv.org/pdf/1308.3052v2,No journal ref found,none,cs.CV,Summary18253,1308.4440v1,2013-08-20T21:34:47Z,Influences Combination of Multi-Sensor Images on Classification Accuracy,"AL-Wassai Firouz, N. V. Kalyankar",http://arxiv.org/pdf/1308.4440v1,"International Journal of Advanced Research in Computer Science,Volume 4, No. 9, July-August 2013",none,cs.CV,Summary18254,1308.4902v1,2013-08-22T15:38:15Z,"A review on handwritten character and numeral recognition for Roman, Arabic, Chinese and Indian scripts","Aini Najwa Azmi, Dewi Nasien, Siti Mariyam Shamsuddin",http://arxiv.org/pdf/1308.4902v1,"International Journal of advanced studies in Computers, Science & Engineering (IJASCSE), Volume 2, Issue 4, 2013",none,cs.CV,Summary18255,1308.5063v1,2013-08-23T07:26:56Z,Suspicious Object Recognition Method in Video Stream Based on Visual Attention,"Panqu Wang, Yan Zhang",http://arxiv.org/pdf/1308.5063v1,No journal ref found,none,cs.CV,Summary18256,1308.5315v1,2013-08-24T11:07:05Z,Edge-detection applied to moving sand dunes on Mars,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1308.5315v1,"International Journal of Sciences, 2013, 2(8):102-104",none,cs.CV,Summary18257,1308.5876v1,2013-08-27T13:57:16Z,Hierarchized block wise image approximation by greedy pursuit strategies,"Laura Rebollo-Neira, Ryszard Maciol, Shabnam Bibi",http://arxiv.org/pdf/1308.5876v1,No journal ref found,none,cs.CV,Summary18258,1308.6056v1,2013-08-28T04:48:00Z,Brain MRI Segmentation with Fast and Globally Convex Multiphase Active Contours,"Juan C. Moreno, V. B. S. Prasath, Hugo Proenca, K. Palaniappan",http://arxiv.org/pdf/1308.6056v1,"Computer Vision and Image Understanding, 125, 237-250, 2014",none,cs.CV,Summary18259,1308.6309v1,2013-08-28T20:59:55Z,Text recognition in both ancient and cartographic documents,"Nizar Zaghden, Badreddine Khelifi, Adel M. Alimi, Remy Mullot",http://arxiv.org/pdf/1308.6309v1,No journal ref found,none,cs.CV,Summary18260,1308.6311v1,2013-08-28T21:09:35Z,Categorizing ancient documents,"Nizar Zaghden, Remy Mullot, Mohamed Adel Alimi",http://arxiv.org/pdf/1308.6311v1,"IJCSI International Journal of Computer Science Issues, Vol. 10, Issue 2, No 2, March 2013 ISSN (Print): 1694-0814 | ISSN (Online): 1694-0784 www.IJCSI.org",none,cs.CV,Summary18261,1308.6319v1,2013-08-28T21:37:08Z,A proposition of a robust system for historical document images indexation,"Nizar Zaghden, Remy Mullot, Mohamed Adel Alimi",http://arxiv.org/pdf/1308.6319v1,"International Journal of Computer Applications, volume 11 N 2, December 2010",none,cs.CV,Summary18262,1308.6388v1,2013-08-29T08:00:20Z,GNCGCP - Graduated NonConvexity and Graduated Concavity Procedure,"Zhi-Yong Liu, Hong Qiao",http://arxiv.org/pdf/1308.6388v1,No journal ref found,none,cs.CV,Summary18263,1308.6401v1,2013-08-29T08:47:09Z,A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data,"Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis",http://arxiv.org/pdf/1308.6401v1,"International Journal of Advanced Robotic Systems, vol. 10, 10p., 2013",none,cs.CV,Summary18264,1308.6687v1,2013-08-30T09:08:56Z,Image Set based Collaborative Representation for Face Recognition,"Pengfei Zhu, Wangmeng Zuo, Lei Zhang, Simon C. K. Shiu, David Zhang",http://arxiv.org/pdf/1308.6687v1,No journal ref found,none,cs.CV,Summary18265,1402.0595v1,2014-02-04T02:10:01Z,Scene Labeling with Contextual Hierarchical Models,"Mojtaba Seyedhosseini, Tolga Tasdizen",http://arxiv.org/pdf/1402.0595v1,No journal ref found,none,cs.CV,Summary18266,1402.0785v1,2014-02-04T16:12:53Z,Signal to Noise Ratio in Lensless Compressive Imaging,"Hong Jiang, Gang Huang, Paul Wilford",http://arxiv.org/pdf/1402.0785v1,No journal ref found,none,cs.CV,Summary18267,1402.0978v1,2014-02-05T09:08:11Z,Patchwise Joint Sparse Tracking with Occlusion Detection,"Ali Zarezade, Hamid R. Rabiee, Ali Soltani-Farani, Ahmad Khajenezhad",http://arxiv.org/pdf/1402.0978v1,No journal ref found,none,cs.CV,Summary18268,1402.1151v1,2014-02-05T20:18:26Z,Image Acquisition in an Underwater Vision System with NIR and VIS Illumination,"Wojciech Biegański, Andrzej Kasiński",http://arxiv.org/pdf/1402.1151v1,"Computer Science & Information Technology, Volume 4, Number 1, 2014, pp. 215-224",none,cs.CV,Summary18269,1402.1331v1,2014-02-06T11:58:42Z,An Estimation Method of Measuring Image Quality for Compressed Images of Human Face,"Abhishek Bhattacharya, Tanusree Chatterjee",http://arxiv.org/pdf/1402.1331v1,No journal ref found,none,cs.CV,Summary18270,1402.1348v1,2014-02-06T13:32:39Z,A Cellular Automata based Optimal Edge Detection Technique using Twenty-Five Neighborhood Model,"Deepak Ranjan Nayak, Sumit Kumar Sahu, Jahangir Mohammed",http://arxiv.org/pdf/1402.1348v1,"International Journal of Computer Applications, Volume 84, Number 10, Year of Publication: 2013",none,cs.CV,Summary18271,1402.1359v1,2014-02-06T14:09:25Z,Real-time Pedestrian Surveillance with Top View Cumulative Grids,"Kai Berger, Jeyarajan Thiyagalingam",http://arxiv.org/pdf/1402.1359v1,No journal ref found,none,cs.CV,Summary18272,1402.1371v1,2014-02-06T14:56:55Z,Quantile Representation for Indirect Immunofluorescence Image Classification,"David M. J. Tax, Veronika Cheplygina, Marco Loog",http://arxiv.org/pdf/1402.1371v1,No journal ref found,none,cs.CV,Summary18273,1402.1503v1,2014-02-06T21:27:25Z,Tracking via Motion Estimation with Physically Motivated Inter-Region Constraints,"Omar Arif, Ganesh Sundaramoorthi, Byung-Woo Hong, Anthony Yezzi",http://arxiv.org/pdf/1402.1503v1,No journal ref found,none,cs.CV,Summary18274,1402.1879v1,2014-02-08T18:46:28Z,Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment,"Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma",http://arxiv.org/pdf/1402.1879v1,No journal ref found,none,cs.CV,Summary18275,1402.1971v2,2014-02-09T18:01:12Z,Direct Processing of Run Length Compressed Document Image for Segmentation and Characterization of a Specified Block,"Mohammed Javed, P. Nagabhushan, B. B. Chaudhuri",http://arxiv.org/pdf/1402.1971v2,"IJCA 83(15):1-6, December 2013",none,cs.CV,Summary18276,1402.2013v1,2014-02-10T01:22:35Z,Foreground segmentation based on multi-resolution and matting,"Xintong Yu, Xiaohan Liu, Yisong Chen",http://arxiv.org/pdf/1402.2013v1,No journal ref found,none,cs.CV,Summary18277,1402.2016v2,2014-02-10T02:07:07Z,Leveraging Long-Term Predictions and Online-Learning in Agent-based Multiple Person Tracking,"Wenxi Liu, Antoni B. Chan, Rynson W. H. Lau, Dinesh Manocha",http://arxiv.org/pdf/1402.2016v2,No journal ref found,none,cs.CV,Summary18278,1402.2020v1,2014-02-10T02:33:39Z,Binary Stereo Matching,"Kang Zhang, Jiyang Li, Yijing Li, Weidong Hu, Lifeng Sun, Shiqiang Yang",http://arxiv.org/pdf/1402.2020v1,No journal ref found,none,cs.CV,Summary18279,1402.2188v1,2014-02-10T15:41:48Z,Handwritten Character Recognition In Malayalam Scripts- A Review,"Anitha Mary M. O. Chacko, P. M Dhanya",http://arxiv.org/pdf/1402.2188v1,"International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 5, No. 1, January 2014",none,cs.CV,Summary18280,1402.2426v1,2014-02-11T10:26:31Z,"Imaging with Rays: Microscopy, Medical Imaging, and Computer Vision","Keith Dillon, Yeshaiahu Fainman",http://arxiv.org/pdf/1402.2426v1,No journal ref found,none,cs.CV,Summary18281,1402.2606v1,2014-02-11T19:27:05Z,A Fast Two Pass Multi-Value Segmentation Algorithm based on Connected Component Analysis,Dibyendu Mukherjee,http://arxiv.org/pdf/1402.2606v1,No journal ref found,none,cs.CV,Summary18282,1402.2673v1,2014-02-11T21:32:48Z,Real-Time Hand Shape Classification,"Jakub Nalepa, Michal Kawulok",http://arxiv.org/pdf/1402.2673v1,No journal ref found,none,cs.CV,Summary18283,1402.2681v2,2014-02-11T22:00:31Z,Packing and Padding: Coupled Multi-index for Accurate Image Retrieval,"Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian",http://arxiv.org/pdf/1402.2681v2,No journal ref found,none,cs.CV,Summary18284,1402.2720v1,2014-02-12T03:12:40Z,Noise Analysis for Lensless Compressive Imaging,"Hong Jiang, Gang Huang, Paul Wilford",http://arxiv.org/pdf/1402.2720v1,No journal ref found,none,cs.CV,Summary18285,1402.2826v1,2014-02-11T15:49:53Z,Realtime Multilevel Crowd Tracking using Reciprocal Velocity Obstacles,"Aniket Bera, Dinesh Manocha",http://arxiv.org/pdf/1402.2826v1,No journal ref found,none,cs.CV,Summary18286,1402.2941v1,2014-02-06T06:35:51Z,Multispectral Palmprint Encoding and Recognition,"Zohaib Khan, Faisal Shafait, Yiqun Hu, Ajmal Mian",http://arxiv.org/pdf/1402.2941v1,No journal ref found,none,cs.CV,Summary18287,1402.3557v1,2014-02-14T19:37:35Z,Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing,"Subarna Tripathi, Youngbae Hwang, Serge Belongie, Truong Nguyen",http://arxiv.org/pdf/1402.3557v1,No journal ref found,none,cs.CV,Summary18288,1402.3869v2,2014-02-17T02:13:30Z,FTVd is beyond Fast Total Variation regularized Deconvolution,Yilun Wang,http://arxiv.org/pdf/1402.3869v2,No journal ref found,none,cs.CV,Summary18289,1402.3926v1,2014-02-17T08:23:35Z,Sparse Coding Approach for Multi-Frame Image Super Resolution,"Toshiyuki Kato, Hideitsu Hino, Noboru Murata",http://arxiv.org/pdf/1402.3926v1,No journal ref found,none,cs.CV,Summary18290,1402.4067v1,2014-02-17T17:16:21Z,Statistical Noise Analysis in SENSE Parallel MRI,"Santiago Aja-Fernandez, Gonzalo Vegas-Sanchez-Ferrero, Antonio Trsitan-Vega",http://arxiv.org/pdf/1402.4067v1,No journal ref found,none,cs.CV,Summary18291,1402.4069v2,2014-02-17T17:16:35Z,Application of the Ring Theory in the Segmentation of Digital Images,"Yasel Garcés, Esley Torres, Osvaldo Pereira, Roberto Rodríguez",http://arxiv.org/pdf/1402.4069v2,No journal ref found,none,cs.CV,Summary18292,1402.4388v1,2014-02-18T16:30:59Z,Automatic Detection of Font Size Straight from Run Length Compressed Text Documents,"Mohammed Javed, P. Nagabhushan, B. B. Chaudhuri",http://arxiv.org/pdf/1402.4388v1,"(IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 5 (1) , 2014, 818-825",none,cs.CV,Summary18293,1402.4936v1,2014-02-20T09:19:17Z,Enhanced Secure Algorithm for Fingerprint Recognition,Amira Mohammad Abdel-Mawgoud Saleh,http://arxiv.org/pdf/1402.4936v1,No journal ref found,none,cs.CV,Summary18294,1402.4963v4,2014-02-20T11:06:35Z,Vesselness via Multiple Scale Orientation Scores,"Julius Hannink, Remco Duits, Erik Bekkers",http://arxiv.org/pdf/1402.4963v4,No journal ref found,none,cs.CV,Summary18295,1402.5564v3,2014-02-22T23:58:11Z,Structure Tensor Based Image Interpolation Method,"Ahmadreza Baghaie, Zeyun Yu",http://arxiv.org/pdf/1402.5564v3,No journal ref found,none,cs.CV,Summary18296,1402.5619v1,2014-02-23T15:24:27Z,A Novel Histogram Based Robust Image Registration Technique,V. Karthikeyan,http://arxiv.org/pdf/1402.5619v1,No journal ref found,none,cs.CV,Summary18297,1402.5623v1,2014-02-23T16:08:09Z,Localization of License Plate Using Morphological Operations,"V. Karthikeyan, V. J. Vijayalakshmi",http://arxiv.org/pdf/1402.5623v1,No journal ref found,none,cs.CV,Summary18298,1402.5697v1,2014-02-24T01:10:09Z,Exemplar-based Linear Discriminant Analysis for Robust Object Tracking,"Changxin Gao, Feifei Chen, Jin-Gang Yu, Rui Huang, Nong Sang",http://arxiv.org/pdf/1402.5697v1,No journal ref found,none,cs.CV,Summary18299,1402.5792v3,2014-02-24T11:15:04Z,A Novel Scheme for Intelligent Recognition of Pornographic Images,"Seyed Mostafa Kia, Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, Amer Namazi",http://arxiv.org/pdf/1402.5792v3,No journal ref found,none,cs.CV,Summary18300,1402.5805v1,2014-02-24T12:06:40Z,Automatic Estimation of Live Coffee Leaf Infection based on Image Processing Techniques,"Eric Hitimana, Oubong Gwun",http://arxiv.org/pdf/1402.5805v1,No journal ref found,none,cs.CV,Summary18301,1402.5859v1,2014-02-24T15:36:32Z,A Novel Face Recognition Method using Nearest Line Projection,"Huanguo Zhang, Sha Lv, Wei Li, Xun Qu",http://arxiv.org/pdf/1402.5859v1,No journal ref found,none,cs.CV,Summary18302,1402.5923v1,2014-02-24T19:25:17Z,A Testbed for Cross-Dataset Analysis,"Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo",http://arxiv.org/pdf/1402.5923v1,No journal ref found,none,cs.CV,Summary18303,1402.6383v1,2014-02-26T00:22:50Z,Large-margin Learning of Compact Binary Image Encodings,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1402.6383v1,No journal ref found,none,cs.CV,Summary18304,1402.6387v1,2014-02-26T01:32:48Z,Active spline model: A shape based model-interactive segmentation,"Jen Hong Tan, U. Rajendra Acharya",http://arxiv.org/pdf/1402.6387v1,No journal ref found,none,cs.CV,Summary18305,1402.6416v1,2014-02-26T05:37:41Z,Deconstruction of compound objects from image sets,"Anton van den Hengel, John Bastian, Anthony Dick, Lachlan Fleming",http://arxiv.org/pdf/1402.6416v1,No journal ref found,none,cs.CV,Summary18306,1402.6650v1,2014-02-26T19:09:09Z,A Novel Method for the Recognition of Isolated Handwritten Arabic Characters,"Ahmed Sahlol, Cheng Suen",http://arxiv.org/pdf/1402.6650v1,No journal ref found,none,cs.CV,Summary18307,1402.6932v1,2014-02-27T15:15:43Z,Low-Cost Compressive Sensing for Color Video and Depth,"Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin",http://arxiv.org/pdf/1402.6932v1,No journal ref found,none,cs.CV,Summary18308,1402.7162v1,2014-02-28T08:33:17Z,Visual Saliency Model using SIFT and Comparison of Learning Approaches,Hamdi Yalin Yalic,http://arxiv.org/pdf/1402.7162v1,"Computer Science & Information Technology, Volume 4, Number 2, 2014, page 275-282",none,cs.CV,Summary18309,1403.0284v2,2014-03-03T00:51:29Z,Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval,"Liang Zheng, Shengjin Wang, Wengang Zhou, Qi Tian",http://arxiv.org/pdf/1403.0284v2,No journal ref found,none,cs.CV,Summary18310,1403.0316v1,2014-03-03T05:20:28Z,Cross-Scale Cost Aggregation for Stereo Matching,"Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang. Shuicheng Yan, Qi Tian",http://arxiv.org/pdf/1403.0316v1,No journal ref found,none,cs.CV,Summary18311,1403.0485v1,2014-03-03T16:56:53Z,Face Recognition Methods & Applications,"Divyarajsinh N. Parmar, Brijesh B. Mehta",http://arxiv.org/pdf/1403.0485v1,"International Journal of Computer Technology & Applications, Vol 4 (1), pp. 84-86, Jan-Feb 2013",none,cs.CV,Summary18312,1403.1056v1,2014-03-05T09:44:41Z,K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection,"Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi, Brian C. Lovell",http://arxiv.org/pdf/1403.1056v1,No journal ref found,none,cs.CV,Summary18313,1403.1327v1,2014-03-06T02:14:20Z,Multi-view Face Analysis Based on Gabor Features,"Hongli Liu, Weifeng Liu, Yanjiang Wang",http://arxiv.org/pdf/1403.1327v1,"Journal of Information and Computational Science, 2014,11(13):4637-4644",none,cs.CV,Summary18314,1403.1362v1,2014-03-06T07:19:24Z,"Illumination,Expression and Occlusion Invariant Pose-Adaptive Face Recognition System for Real-Time Applications","Shireesha Chintalapati, M. V. Raghunadh",http://arxiv.org/pdf/1403.1362v1,"International Journal of Engineering Trends and Technology(IJETT), V8(6),292-298 February 2014. Published by seventh sense research group",none,cs.CV,Summary18315,1403.1626v3,2014-03-07T00:39:49Z,Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing,"Zhiwu Lu, Zhenyong Fu, Tao Xiang, Liwei Wang, Ji-Rong Wen",http://arxiv.org/pdf/1403.1626v3,No journal ref found,none,cs.CV,Summary18316,1403.1653v1,2014-03-07T04:36:08Z,Automated Tracking and Estimation for Control of Non-rigid Cloth,Marc D. Killpack,http://arxiv.org/pdf/1403.1653v1,No journal ref found,none,cs.CV,Summary18317,1403.1660v1,2014-03-07T05:31:57Z,Feature Extraction of ECG Signal Using HHT Algorithm,"Neha Soorma, Jaikaran Singh, Mukesh Tiwari",http://arxiv.org/pdf/1403.1660v1,No journal ref found,none,cs.CV,Summary18318,1403.1687v1,2014-03-07T08:57:12Z,Rigid-Motion Scattering for Texture Classification,"Laurent SIfre, Stéphane Mallat",http://arxiv.org/pdf/1403.1687v1,No journal ref found,none,cs.CV,Summary18319,1403.1840v3,2014-03-07T19:03:15Z,Multi-scale Orderless Pooling of Deep Convolutional Activation Features,"Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik",http://arxiv.org/pdf/1403.1840v3,No journal ref found,none,cs.CV,Summary18320,1403.1902v1,2014-03-08T00:00:15Z,Quality-based Multimodal Classification Using Tree-Structured Sparsity,"Soheil Bahrampour, Asok Ray, Nasser M. Nasrabadi, Kenneth W. Jenkins",http://arxiv.org/pdf/1403.1902v1,"CVPR 2014, pp. 4114 - 4121",none,cs.CV,Summary18321,1403.1974v1,2014-03-08T14:59:46Z,Designing an FPGA Synthesizable Computer Vision Algorithm to Detect the Greening of Potatoes,Jaspinder Pal Singh,http://arxiv.org/pdf/1403.1974v1,"International Journal of Engineering Trends and Technology(IJETT), V8(8),438-442 February 2014",none,cs.CV,Summary18322,1403.2031v1,2014-03-09T06:53:13Z,Texture Defect Detection in Gradient Space,"V. Asha, N. U. Bhajantri, P. Nagabhushan",http://arxiv.org/pdf/1403.2031v1,No journal ref found,none,cs.CV,Summary18323,1403.2330v2,2014-03-07T10:07:43Z,Subspace Clustering by Exploiting a Low-Rank Representation with a Symmetric Constraint,"Jie Chen, Zhang Yi",http://arxiv.org/pdf/1403.2330v2,No journal ref found,none,cs.CV,Summary18324,1403.2482v1,2014-03-11T06:48:58Z,Removing Mixture of Gaussian and Impulse Noise by Patch-Based Weighted Means,"Haijuan Hu, Bing Li, Quansheng Liu",http://arxiv.org/pdf/1403.2482v1,No journal ref found,none,cs.CV,Summary18325,1403.2895v1,2014-03-12T12:01:24Z,Indoor 3D Video Monitoring Using Multiple Kinect Depth-Cameras,"M. Martínez-Zarzuela, M. Pedraza-Hueso, F. J. Díaz-Pernas, D. González-Ortega, M. Antón-Rodríguez",http://arxiv.org/pdf/1403.2895v1,International Journal of Multimedia & Its Applications 6(2014),none,cs.CV,Summary18326,1403.2980v1,2014-03-12T15:44:17Z,3D Well-composed Polyhedral Complexes,"Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Belen Medrano",http://arxiv.org/pdf/1403.2980v1,No journal ref found,none,cs.CV,Summary18327,1403.3083v2,2014-03-13T06:23:09Z,A Novel Method to Extract Rocks from Mars Images,"Shuliang Wang, Yasen Chen",http://arxiv.org/pdf/1403.3083v2,"Chinese Journal of Electronics,Vol.24, No.3, July 2015, pp.455-461",none,cs.CV,Summary18328,1403.3118v1,2014-03-12T21:23:52Z,Parallel WiSARD object tracker: a ram-based tracking system,"Rodrigo da Silva Moreira, Nelson Francisco Favilla Ebecken",http://arxiv.org/pdf/1403.3118v1,"Computer Science & Engineering: An International Journal (CSEIJ), Vol. 4, No. 1, February 2014",none,cs.CV,Summary18329,1403.3155v4,2014-03-13T03:29:22Z,Spectral Unmixing via Data-guided Sparsity,"Feiyun Zhu, Ying Wang, Bin Fan, Gaofeng Meng, Shiming Xiang, Chunhong Pan",http://arxiv.org/pdf/1403.3155v4,No journal ref found,none,cs.CV,Summary18330,1403.3683v1,2014-03-14T19:45:56Z,Removal and Contraction Operations in $n$D Generalized Maps for Efficient Homology Computation,"Guillaume Damiand, Rocio Gonzalez-Diaz, Samuel Peltier",http://arxiv.org/pdf/1403.3683v1,No journal ref found,none,cs.CV,Summary18331,1403.3829v1,2014-03-15T17:35:26Z,Geometric VLAD for Large Scale Image Search,"Zixuan Wang, Wei Di, Anurag Bhardwaj, Vignesh Jagadeesh, Robinson Piramuthu",http://arxiv.org/pdf/1403.3829v1,No journal ref found,none,cs.CV,Summary18332,1403.4232v1,2014-03-17T19:58:14Z,Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices,"Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger",http://arxiv.org/pdf/1403.4232v1,No journal ref found,none,cs.CV,Summary18333,1403.4334v3,2014-03-18T03:55:33Z,Bregman Divergences for Infinite Dimensional Covariance Matrices,"Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli",http://arxiv.org/pdf/1403.4334v3,No journal ref found,none,cs.CV,Summary18334,1403.4777v1,2014-03-19T12:03:09Z,MFCC based Enlargement of the Training Set for Emotion Recognition in Speech,"Inma Mohino-Herranz, Roberto Gil-Pita, Sagrario Alonso-Diaz, Manuel Rosa-Zurera",http://arxiv.org/pdf/1403.4777v1,"Signal & Image Processing : An International Journal (SIPIJ), Vol.5, No,1. 2014",none,cs.CV,Summary18335,1403.5473v1,2014-03-11T00:48:08Z,Image Fusion Techniques in Remote Sensing,"Reham Gharbia, Ahmad Taher Azar, Ali El Baz, Aboul Ella Hassanien",http://arxiv.org/pdf/1403.5473v1,No journal ref found,none,cs.CV,Summary18336,1403.5475v1,2014-03-04T04:47:37Z,An Efficient Method for Face Recognition System In Various Assorted Conditions,"V. Karthikeyan, K. Vijayalakshmi, P. Jeyakumar",http://arxiv.org/pdf/1403.5475v1,No journal ref found,none,cs.CV,Summary18337,1403.5590v1,2014-03-21T23:26:47Z,Continuous Optimization for Fields of Experts Denoising Works,"Petter Strandmark, Sameer Agarwal",http://arxiv.org/pdf/1403.5590v1,No journal ref found,none,cs.CV,Summary18338,1403.5718v1,2014-03-23T03:45:26Z,SmartAnnotator: An Interactive Tool for Annotating RGBD Indoor Images,"Yu-Shiang Wong, Hung-Kuo Chu, Niloy J. Mitra",http://arxiv.org/pdf/1403.5718v1,No journal ref found,none,cs.CV,Summary18339,1403.5869v1,2014-03-24T07:12:22Z,Block Motion Based Dynamic Texture Analysis: A Review,"Akhlaqur Rahman, Sumaira Tasnim",http://arxiv.org/pdf/1403.5869v1,"Akhlaqur Rahman , Sumaira Tasnim . ""Block Motion Based Dynamic Texture Analysis: A Review"". International Journal of Computer Trends and Technology (IJCTT) V8(2):76-78, February 2014",none,cs.CV,Summary18340,1403.5919v1,2014-03-24T11:28:52Z,SRA: Fast Removal of General Multipath for ToF Sensors,"Daniel Freedman, Eyal Krupka, Yoni Smolin, Ido Leichter, Mirko Schmidt",http://arxiv.org/pdf/1403.5919v1,No journal ref found,none,cs.CV,Summary18341,1403.6002v1,2014-03-24T15:31:50Z,Brain Tumor Detection Based On Mathematical Analysis and Symmetry Information,"Narkhede Sachin G., Vaishali Khairnar, Sujata Kadu",http://arxiv.org/pdf/1403.6002v1,"Int.Journal of Engineering Research and Applications ISSN 2248-9622, Vol.4,Issue 2 Version 1,February 2014,pp.231-235",none,cs.CV,Summary18342,1403.6183v1,2014-03-24T23:06:25Z,Development and evaluation of a 3D model observer with nonlinear spatiotemporal contrast sensitivity,"Ali R. N. Avanaki, Kathryn S. Espig, Andrew D. A. Maidment, Cedric Marchessoux, Predrag R. Bakic, Tom R. L. Kimpe",http://arxiv.org/pdf/1403.6183v1,No journal ref found,none,cs.CV,Summary18343,1403.6260v1,2014-03-25T08:56:25Z,Capturing and Recognizing Objects Appearance Employing Eigenspace,"M. Ashrafuzzaman, M. M . Rahman, M. M. A. Hashem",http://arxiv.org/pdf/1403.6260v1,"Procs. Of the 5th International Conference on Computer & Information Technology (ICCIT 2002), pp. 434-436, Dhaka, Bangladesh, December 27-28, (2002)",none,cs.CV,Summary18344,1403.6275v1,2014-03-25T10:18:47Z,A Tiered Move-making Algorithm for General Non-submodular Pairwise Energies,"Vibhav Vineet, Jonathan Warrell, Philip H. S. Torr",http://arxiv.org/pdf/1403.6275v1,No journal ref found,none,cs.CV,Summary18345,1403.6290v3,2014-03-25T10:52:15Z,"Spectral Sparse Representation for Clustering: Evolved from PCA, K-means, Laplacian Eigenmap, and Ratio Cut","Zhenfang Hu, Gang Pan",http://arxiv.org/pdf/1403.6290v3,No journal ref found,none,cs.CV,Summary18346,1403.6382v3,2014-03-23T13:42:03Z,CNN Features off-the-shelf: an Astounding Baseline for Recognition,"Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson",http://arxiv.org/pdf/1403.6382v3,No journal ref found,none,cs.CV,Summary18347,1403.6774v1,2014-03-26T18:06:42Z,Optimized imaging using non-rigid registration,"Benjamin Berkels, Peter Binev, Douglas A. Blom, Wolfgang Dahmen, Robert C. Sharpley, Thomas Vogt",http://arxiv.org/pdf/1403.6774v1,Ultramicroscopy 13 (2014) 46-56,none,cs.CV,Summary18348,1403.6888v2,2014-03-26T23:12:08Z,Fast Localization of Facial Landmark Points,"Nenad Markuš, Miroslav Frljak, Igor S. Pandžić, Jörgen Ahlberg, Robert Forchheimer",http://arxiv.org/pdf/1403.6888v2,"Proceedings of the Croatian Compter Vision Workshop, 2014",none,cs.CV,Summary18349,1403.6950v1,2014-03-27T08:39:31Z,Pyramidal Fisher Motion for Multiview Gait Recognition,"F. M. Castro, M. J. Marin-Jimenez, R. Medina-Carnicer",http://arxiv.org/pdf/1403.6950v1,No journal ref found,none,cs.CV,Summary18350,1403.6958v1,2014-03-27T09:33:34Z,Compressive Pattern Matching on Multispectral Data,"S. Rousseau, D. Helbert, P. Carré, J. Blanc-Talon",http://arxiv.org/pdf/1403.6958v1,No journal ref found,none,cs.CV,Summary18351,1403.7311v1,2014-03-28T09:18:17Z,Performance Evaluation of Raster Based Shape Vectors in Object Recognition,"Akbar Khan, Pratap Reddy L",http://arxiv.org/pdf/1403.7311v1,"International Journal of Engineering Trends and Technology (IJETT), V9(8),378-388 March 2014. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group",none,cs.CV,Summary18352,1403.7321v1,2014-03-28T10:02:02Z,Learning detectors quickly using structured covariance matrices,"Jack Valmadre, Sridha Sridharan, Simon Lucey",http://arxiv.org/pdf/1403.7321v1,No journal ref found,none,cs.CV,Summary18353,1403.7365v1,2014-03-28T12:47:16Z,Expectation-Maximization Technique and Spatial-Adaptation Applied to Pel-Recursive Motion Estimation,"Vania Vieira Estrela, Marcos Henrique da Silva Bassani",http://arxiv.org/pdf/1403.7365v1,"ISSN 12615810X, 2004",none,cs.CV,Summary18354,1403.7783v1,2014-03-30T16:48:31Z,Extraction of Line Word Character Segments Directly from Run Length Compressed Printed Text Documents,"Mohammed Javed, P. Nagabhushan, B. B. Chaudhuri",http://arxiv.org/pdf/1403.7783v1,No journal ref found,none,cs.CV,Summary18355,1403.7876v1,2014-03-31T05:54:54Z,Correlation Filters with Limited Boundaries,"Hamed Kiani Galoogahi, Terence Sim, Simon Lucey",http://arxiv.org/pdf/1403.7876v1,No journal ref found,none,cs.CV,Summary18356,1403.7877v2,2014-03-31T05:56:38Z,ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images,"Kui Jia, Tsung-Han Chan, Zinan Zeng, Shenghua Gao, Gang Wang, Tianzhu Zhang, Yi Ma",http://arxiv.org/pdf/1403.7877v2,No journal ref found,none,cs.CV,Summary18357,1403.8003v1,2014-03-31T14:10:03Z,Probabilistic Intra-Retinal Layer Segmentation in 3-D OCT Images Using Global Shape Regularization,"Fabian Rathke, Stefan Schmidt, Christoph Schnörr",http://arxiv.org/pdf/1403.8003v1,No journal ref found,none,cs.CV,Summary18358,1403.8067v2,2014-03-31T16:09:27Z,Robust Subspace Recovery via Bi-Sparsity Pursuit,"Xiao Bian, Hamid Krim",http://arxiv.org/pdf/1403.8067v2,No journal ref found,none,cs.CV,Summary18359,1404.0106v1,2014-04-01T02:05:55Z,Traffic Monitoring Using M2M Communication,"Shiu Kumar, Eun Sik Ham, Seong Ro Lee",http://arxiv.org/pdf/1404.0106v1,"General Fall Conference of Korea Information and Communications Society (KICS) 2012, Seoul, South Korea, 2012, pp. 233-234",none,cs.CV,Summary18360,1404.0336v2,2014-04-01T18:27:52Z,A Continuous Max-Flow Approach to General Hierarchical Multi-Labeling Problems,"John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters",http://arxiv.org/pdf/1404.0336v2,No journal ref found,none,cs.CV,Summary18361,1404.0533v1,2014-04-02T12:27:27Z,A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems,"Jörg H. Kappes, Bjoern Andres, Fred A. Hamprecht, Christoph Schnörr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Thorben Kröger, Jan Lellmann, Nikos Komodakis, Bogdan Savchynskyy, Carsten Rother",http://arxiv.org/pdf/1404.0533v1,No journal ref found,none,cs.CV,Summary18362,1404.0566v1,2014-02-17T09:42:37Z,Weyl group orbit functions in image processing,"Goce Chadzitaskos, Lenka Háková, Ondřej Kajínek",http://arxiv.org/pdf/1404.0566v1,"Applied Mathematics, Vol. 5 No. 3, 2014, pp. 501-511",none,cs.CV,Summary18363,1404.0600v2,2014-04-02T16:10:39Z,MBIS: Multivariate Bayesian Image Segmentation Tool,"Oscar Esteban, Gert Wollny, Subrahmanyam Gorthi, Maria-J. Ledesma-Carbayo, Jean-Philippe Thiran, Andres Santos, Meritxell Bach-Cuadra",http://arxiv.org/pdf/1404.0600v2,Comput. Meth. Prog. Bio. 115(2):76-94 (2014),none,cs.CV,Summary18364,1404.0627v1,2014-04-02T17:34:13Z,"Extraction of Projection Profile, Run-Histogram and Entropy Features Straight from Run-Length Compressed Text-Documents","Mohammed Javed, P. Nagabhushan, B. B. Chaudhuri",http://arxiv.org/pdf/1404.0627v1,"2013 Second IAPR Asian Conference on Pattern Recognition, Pages 813-817",none,cs.CV,Summary18365,1404.1129v2,2014-04-04T01:57:25Z,An Efficient Two-Stage Sparse Representation Method,"Chengyu Peng, Hong Cheng, Manchor Ko",http://arxiv.org/pdf/1404.1129v2,No journal ref found,none,cs.CV,Summary18366,1404.1151v3,2014-04-04T04:31:52Z,Recognition of Handwritten MODI Numerals using Hu and Zernike features,"Sadanand A. Kulkarni, Prashant L. Borde, Ramesh R. Manza, Pravin L. Yannawar",http://arxiv.org/pdf/1404.1151v3,No journal ref found,none,cs.CV,Summary18367,1404.1682v3,2014-04-07T08:00:59Z,Pseudo-Zernike Based Multi-Pass Automatic Target Recognition From Multi-Channel SAR,"Carmine Clemente, Luca Pallotta, Ian Proudler, Antonio De Maio, John J. Soraghan, Alfonso Farina",http://arxiv.org/pdf/1404.1682v3,No journal ref found,none,cs.CV,Summary18368,1404.1777v2,2014-04-07T13:08:08Z,Neural Codes for Image Retrieval,"Artem Babenko, Anton Slesarev, Alexandr Chigorin, Victor Lempitsky",http://arxiv.org/pdf/1404.1777v2,No journal ref found,none,cs.CV,Summary18369,1404.1831v1,2014-04-07T16:08:13Z,Improving Bilayer Product Quantization for Billion-Scale Approximate Nearest Neighbors in High Dimensions,"Artem Babenko, Victor Lempitsky",http://arxiv.org/pdf/1404.1831v1,No journal ref found,none,cs.CV,Summary18370,1404.1869v1,2014-04-07T18:08:56Z,DenseNet: Implementing Efficient ConvNet Descriptor Pyramids,"Forrest Iandola, Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell, Kurt Keutzer",http://arxiv.org/pdf/1404.1869v1,No journal ref found,none,cs.CV,Summary18371,1404.2005v1,2014-04-08T04:09:32Z,Automatic Tracker Selection w.r.t Object Detection Performance,"Duc Phu Chau, François Bremond, Monique Thonnat, Slawomir Bak",http://arxiv.org/pdf/1404.2005v1,No journal ref found,none,cs.CV,Summary18372,1404.2014v1,2014-04-08T05:15:18Z,Entropy Computation of Document Images in Run-Length Compressed Domain,"P. Nagabhushan, Mohammed Javed, B. B. Chaudhuri",http://arxiv.org/pdf/1404.2014v1,"In IEEE Proceedings 2014 Fifth International Conference on Signals and Image Processing, Pages 287-291",none,cs.CV,Summary18373,1404.2086v2,2014-04-08T10:52:41Z,Cascades of Regression Tree Fields for Image Restoration,"Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin, Stefan Roth, Carsten Rother",http://arxiv.org/pdf/1404.2086v2,No journal ref found,none,cs.CV,Summary18374,1404.2268v1,2014-04-09T16:33:44Z,A Compact Linear Programming Relaxation for Binary Sub-modular MRF,"Junyan Wang, Sai-Kit Yeung",http://arxiv.org/pdf/1404.2268v1,No journal ref found,none,cs.CV,Summary18375,1404.2571v1,2014-04-09T18:30:38Z,RANCOR: Non-Linear Image Registration with Total Variation Regularization,"Martin Rajchl, John S. H. Baxter, Wu Qiu, Ali R. Khan, Aaron Fenster, Terry M. Peters, Jing Yuan",http://arxiv.org/pdf/1404.2571v1,No journal ref found,none,cs.CV,Summary18376,1404.2999v1,2014-04-11T04:39:21Z,A Reverse Hierarchy Model for Predicting Eye Fixations,"Tianlin Shi, Liang Ming, Xiaolin Hu",http://arxiv.org/pdf/1404.2999v1,No journal ref found,none,cs.CV,Summary18377,1404.3312v1,2014-04-12T19:01:36Z,Shrinkage Optimized Directed Information using Pictorial Structures for Action Recognition,"Xu Chen, Alfred Hero, Silvio Savarese",http://arxiv.org/pdf/1404.3312v1,No journal ref found,none,cs.CV,Summary18378,1404.3366v2,2014-04-13T10:45:38Z,Learning Deep Convolutional Features for MRI Based Alzheimers Disease Classification,"Fayao Liu, Chunhua Shen",http://arxiv.org/pdf/1404.3366v2,No journal ref found,none,cs.CV,Summary18379,1404.3538v2,2014-04-14T11:01:04Z,"Proceedings of The 38th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM), 2014","Vladimir Kolmogorov, Christoph Lampert, Emilie Morvant, Rustem Takhanov",http://arxiv.org/pdf/1404.3538v2,No journal ref found,none,cs.CV,Summary18380,1404.3543v2,2014-04-14T11:32:17Z,Recover Canonical-View Faces in the Wild with Deep Neural Networks,"Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1404.3543v2,No journal ref found,none,cs.CV,Summary18381,1404.3596v7,2014-04-14T14:31:32Z,Face Detection with a 3D Model,"Adrian Barbu, Nathan Lay, Gary Gramajo",http://arxiv.org/pdf/1404.3596v7,No journal ref found,none,cs.CV,Summary18382,1404.3933v1,2014-04-15T14:39:20Z,Scalable Matting: A Sub-linear Approach,"Philip G. Lee, Ying Wu",http://arxiv.org/pdf/1404.3933v1,No journal ref found,none,cs.CV,Summary18383,1404.3991v1,2014-04-15T17:12:40Z,Spiralet Sparse Representation,"Reza Farrahi Moghaddam, Mohamed Cheriet",http://arxiv.org/pdf/1404.3991v1,No journal ref found,none,cs.CV,Summary18384,1404.4316v1,2014-04-16T17:23:47Z,Generic Object Detection With Dense Neural Patterns and Regionlets,"Will Y. Zou, Xiaoyu Wang, Miao Sun, Yuanqing Lin",http://arxiv.org/pdf/1404.4316v1,No journal ref found,none,cs.CV,Summary18385,1404.4467v2,2014-04-17T09:58:28Z,Cube-Cut: Vertebral Body Segmentation in MRI-Data through Cubic-Shaped Divergences,"Robert Schwarzenberg, Bernd Freisleben, Christopher Nimsky, Jan Egger",http://arxiv.org/pdf/1404.4467v2,No journal ref found,none,cs.CV,Summary18386,1404.4661v1,2014-04-17T22:09:16Z,Learning Fine-grained Image Similarity with Deep Ranking,"Jiang Wang, Yang song, Thomas Leung, Chuck Rosenberg, Jinbin Wang, James Philbin, Bo Chen, Ying Wu",http://arxiv.org/pdf/1404.4661v1,No journal ref found,none,cs.CV,Summary18387,1404.4774v3,2014-04-18T12:51:24Z,Online Group Feature Selection,"Wang Jing, Zhao Zhong-Qiu, Hu Xuegang, Cheung Yiu-ming, Wang Meng, Wu Xindong",http://arxiv.org/pdf/1404.4774v3,No journal ref found,none,cs.CV,Summary18388,1404.4780v1,2014-04-18T13:24:29Z,Robust Face Recognition via Adaptive Sparse Representation,"Jing Wang, Canyi Lu, Meng Wang, Peipei Li, Shuicheng Yan, Xuegang Hu",http://arxiv.org/pdf/1404.4780v1,No journal ref found,none,cs.CV,Summary18389,1404.4800v1,2014-04-16T20:09:37Z,Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes,"Ayushi Sinha, William Gray Roncal, Narayanan Kasthuri, Ming Chuang, Priya Manavalan, Dean M. Kleissas, Joshua T. Vogelstein, R. Jacob Vogelstein, Randal Burns, Jeff W. Lichtman, Michael Kazhdan",http://arxiv.org/pdf/1404.4800v1,No journal ref found,none,cs.CV,Summary18390,1404.4923v3,2014-04-19T04:51:06Z,Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification,"Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan",http://arxiv.org/pdf/1404.4923v3,No journal ref found,none,cs.CV,Summary18391,1404.4942v1,2014-04-19T09:55:00Z,Geometric Abstraction from Noisy Image-Based 3D Reconstructions,"Thomas Holzmann, Christof Hoppe, Stefan Kluckner, Horst Bischof",http://arxiv.org/pdf/1404.4942v1,No journal ref found,none,cs.CV,Summary18392,1404.5344v3,2014-04-21T22:19:31Z,A higher-order MRF based variational model for multiplicative noise reduction,"Yunjin Chen, Wensen Feng, René Ranftl, Hong Qiao, Thomas Pock",http://arxiv.org/pdf/1404.5344v3,No journal ref found,none,cs.CV,Summary18393,1404.5351v1,2014-04-22T00:02:14Z,Fast Approximate Matching of Cell-Phone Videos for Robust Background Subtraction,"Raffay Hamid, Atish Das Sarma, Dennis DeCoste, Neel Sundaresan",http://arxiv.org/pdf/1404.5351v1,No journal ref found,none,cs.CV,Summary18394,1404.5588v1,2014-04-22T18:41:42Z,Large Margin Image Set Representation and Classification,"Jim Jing-Yan Wang, Majed Alzahrani, Xin Gao",http://arxiv.org/pdf/1404.5588v1,No journal ref found,none,cs.CV,Summary18395,1404.6031v1,2014-04-24T05:43:54Z,Maximum Margin Vector Correlation Filter,"Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar",http://arxiv.org/pdf/1404.6031v1,No journal ref found,none,cs.CV,Summary18396,1404.6055v2,2014-04-24T08:49:52Z,A General Homogeneous Matrix Formulation to 3D Rotation Geometric Transformations,"Feng Lu, Ziqiang Chen",http://arxiv.org/pdf/1404.6055v2,No journal ref found,none,cs.CV,Summary18397,1404.6351v1,2014-04-25T08:32:51Z,Improving weather radar by fusion and classification,"Harald Ganster, Martina Uray, Sylwia Steginska, Gerardus Croonen, Rudolf Kaltenböck, Karin Hennermann",http://arxiv.org/pdf/1404.6351v1,No journal ref found,none,cs.CV,Summary18398,1404.6413v1,2014-04-25T13:25:09Z,Indoor Activity Detection and Recognition for Sport Games Analysis,"Georg Waltner, Thomas Mauthner, Horst Bischof",http://arxiv.org/pdf/1404.6413v1,No journal ref found,none,cs.CV,Summary18399,1404.6736v1,2014-04-27T11:01:17Z,Robust and Efficient Subspace Segmentation via Least Squares Regression,"Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan",http://arxiv.org/pdf/1404.6736v1,No journal ref found,none,cs.CV,Summary18400,1404.7059v2,2014-04-28T17:06:28Z,Stereo on a budget,"Dana Menaker, Shai Avidan",http://arxiv.org/pdf/1404.7059v2,No journal ref found,none,cs.CV,Summary18401,1404.7174v7,2014-04-28T21:41:30Z,"Computer vision-based recognition of liquid surfaces and phase boundaries in transparent vessels, with emphasis on chemistry applications","Sagi Eppel, Tal Kachman",http://arxiv.org/pdf/1404.7174v7,No journal ref found,none,cs.CV,Summary18402,1404.7211v1,2014-04-29T02:10:09Z,Spatially Directional Predictive Coding for Block-based Compressive Sensing of Natural Images,"Jian Zhang, Debin Zhao, Feng Jiang",http://arxiv.org/pdf/1404.7211v1,No journal ref found,none,cs.CV,Summary18403,1404.7212v1,2014-04-29T02:15:42Z,Structural Group Sparse Representation for Image Compressive Sensing Recovery,"Jian Zhang, Debin Zhao, Feng Jiang, Wen Gao",http://arxiv.org/pdf/1404.7212v1,No journal ref found,none,cs.CV,Summary18404,1404.7566v1,2014-04-30T00:56:40Z,Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization,"Jian Zhang, Chen Zhao, Debin Zhao, Wen Gao",http://arxiv.org/pdf/1404.7566v1,No journal ref found,none,cs.CV,Summary18405,1404.7584v3,2014-04-30T04:16:38Z,High-Speed Tracking with Kernelized Correlation Filters,"João F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista",http://arxiv.org/pdf/1404.7584v3,No journal ref found,none,cs.CV,Summary18406,1404.7592v1,2014-04-30T05:21:27Z,Dynamic Mode Decomposition for Real-Time Background/Foreground Separation in Video,"Jacob Grosek, J. Nathan Kutz",http://arxiv.org/pdf/1404.7592v1,No journal ref found,none,cs.CV,Summary18407,1404.7594v1,2014-04-30T05:37:44Z,Selecting a Small Set of Optimal Gestures from an Extensive Lexicon,"Jacob Grosek, J. Nathan Kutz",http://arxiv.org/pdf/1404.7594v1,No journal ref found,none,cs.CV,Summary18408,1404.7748v1,2014-04-30T14:54:19Z,A graph-based mathematical morphology reader,"Laurent Najman, Jean Cousty",http://arxiv.org/pdf/1404.7748v1,Pattern Recognition Letters 47 (2014) 3-17,none,cs.CV,Summary18409,1406.0023v1,2014-05-30T21:58:36Z,Circle detection using electro-magnetism optimization,"Erik Cuevas, Diego Oliva, Daniel Zaldivar, Marco Perez-Cisneros, Humberto Sossa",http://arxiv.org/pdf/1406.0023v1,"Information Sciences, Volume 182, Issue 1, 1 January 2012, Pages 40-55, ISSN 0020-0255,",none,cs.CV,Summary18410,1406.0074v1,2014-05-31T12:35:31Z,Combined Approach for Image Segmentation,"Shradha Dakhare, Harshal Chowhan, Manoj B. Chandak",http://arxiv.org/pdf/1406.0074v1,"IJCTT, Volume 11 Number 3 May 2014",none,cs.CV,Summary18411,1406.0132v1,2014-06-01T05:04:28Z,Seeing the Big Picture: Deep Embedding with Contextual Evidences,"Liang Zheng, Shengjin Wang, Fei He, Qi Tian",http://arxiv.org/pdf/1406.0132v1,No journal ref found,none,cs.CV,Summary18412,1406.0231v1,2014-06-02T01:44:50Z,Ambiguous Proximity Distribution,"Quanquan Wang, Yongping Li",http://arxiv.org/pdf/1406.0231v1,No journal ref found,none,cs.CV,Summary18413,1406.0288v1,2014-06-02T08:21:27Z,Continuous Action Recognition Based on Sequence Alignment,"Kaustubh Kulkarni, Georgios Evangelidis, Jan Cech, Radu Horaud",http://arxiv.org/pdf/1406.0288v1,"International Journal of Computer Vision 112(1), 90-114, 2015",none,cs.CV,Summary18414,1406.0289v1,2014-06-02T08:27:27Z,The constitution of visual perceptual units in the functional architecture of V1,"Alessandro Sarti, Giovanna Citti",http://arxiv.org/pdf/1406.0289v1,No journal ref found,none,cs.CV,Summary18415,1406.0312v1,2014-06-02T10:17:03Z,Generalized Max Pooling,"Naila Murray, Florent Perronnin",http://arxiv.org/pdf/1406.0312v1,No journal ref found,none,cs.CV,Summary18416,1406.0588v2,2014-06-03T06:32:24Z,Image retrieval with hierarchical matching pursuit,"Shasha Bu, Yu-Jin Zhang",http://arxiv.org/pdf/1406.0588v2,No journal ref found,none,cs.CV,Summary18417,1406.0680v1,2014-06-03T12:07:12Z,Visual Reranking with Improved Image Graph,"Ziqiong Liu, Shengjin Wang, Liang Zheng, Qi Tian",http://arxiv.org/pdf/1406.0680v1,No journal ref found,none,cs.CV,Summary18418,1406.0909v1,2014-06-04T00:03:51Z,Improvement Tracking Dynamic Programming using Replication Function for Continuous Sign Language Recognition,"S. Ildarabadi, M. Ebrahimi, H. R. Pourreza",http://arxiv.org/pdf/1406.0909v1,No journal ref found,none,cs.CV,Summary18419,1406.0924v3,2014-06-04T02:10:58Z,Multiscale Fields of Patterns,"Pedro F. Felzenszwalb, John G. Oberlin",http://arxiv.org/pdf/1406.0924v3,No journal ref found,none,cs.CV,Summary18420,1406.0946v1,2014-06-04T05:58:53Z,Beyond $χ^2$ Difference: Learning Optimal Metric for Boundary Detection,"Fei He, Shengjin Wang",http://arxiv.org/pdf/1406.0946v1,No journal ref found,none,cs.CV,Summary18421,1406.1134v2,2014-06-04T18:20:38Z,Local Decorrelation For Improved Detection,"Woonhyun Nam, Piotr Dollár, Joon Hee Han",http://arxiv.org/pdf/1406.1134v2,No journal ref found,none,cs.CV,Summary18422,1406.1247v1,2014-06-05T00:23:10Z,Shared Representation Learning for Heterogeneous Face Recognition,"Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li",http://arxiv.org/pdf/1406.1247v1,No journal ref found,none,cs.CV,Summary18423,1406.1476v5,2014-06-05T18:46:38Z,A Context-aware Delayed Agglomeration Framework for Electron Microscopy Segmentation,"Toufiq Parag, Anirban Chakraborty, Stephen Plaza, Lou Scheffer",http://arxiv.org/pdf/1406.1476v5,"PLoS ONE 10(5): e0125825, 2015",none,cs.CV,Summary18424,1406.1774v2,2014-06-06T18:59:58Z,Small Sample Learning of Superpixel Classifiers for EM Segmentation- Extended Version,"Toufiq Parag, Stephen Plaza, Louis Scheffer",http://arxiv.org/pdf/1406.1774v2,No journal ref found,none,cs.CV,Summary18425,1406.1881v2,2014-06-07T10:07:24Z,Fine-grained Activity Recognition with Holistic and Pose based Features,"Leonid Pishchulin, Mykhaylo Andriluka, Bernt Schiele",http://arxiv.org/pdf/1406.1881v2,No journal ref found,none,cs.CV,Summary18426,1406.1906v1,2014-06-07T17:11:00Z,Refinement-Cut: User-Guided Segmentation Algorithm for Translational Science,Jan Egger,http://arxiv.org/pdf/1406.1906v1,"Sci. Rep. 4, 5164, 2014",none,cs.CV,Summary18427,1406.1925v1,2014-06-07T19:33:28Z,Shape-from-intrinsic operator,"Davide Boscaini, Davide Eynard, Michael M. Bronstein",http://arxiv.org/pdf/1406.1925v1,No journal ref found,none,cs.CV,Summary18428,1406.1943v1,2014-06-08T02:51:45Z,Structured Dictionary Learning for Classification,"Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran",http://arxiv.org/pdf/1406.1943v1,No journal ref found,none,cs.CV,Summary18429,1406.2031v1,2014-06-08T21:44:18Z,Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts,"Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan Yuille",http://arxiv.org/pdf/1406.2031v1,No journal ref found,none,cs.CV,Summary18430,1406.2139v3,2014-06-09T11:14:03Z,Log-Euclidean Bag of Words for Human Action Recognition,"Masoud Faraki, Maziar Palhang, Conrad Sanderson",http://arxiv.org/pdf/1406.2139v3,"IET Computer Vision, Vol. 9, No. 3, 2015",none,cs.CV,Summary18431,1406.2199v2,2014-06-09T14:44:14Z,Two-Stream Convolutional Networks for Action Recognition in Videos,"Karen Simonyan, Andrew Zisserman",http://arxiv.org/pdf/1406.2199v2,No journal ref found,none,cs.CV,Summary18432,1406.2227v4,2014-06-09T15:53:33Z,Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition,"Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1406.2227v4,No journal ref found,none,cs.CV,Summary18433,1406.2282v1,2014-06-09T18:55:31Z,Robust Estimation of 3D Human Poses from a Single Image,"Chunyu Wang, Yizhou Wang, Zhouchen Lin, Alan L. Yuille, Wen Gao",http://arxiv.org/pdf/1406.2282v1,No journal ref found,none,cs.CV,Summary18434,1406.2283v1,2014-06-09T19:01:18Z,Depth Map Prediction from a Single Image using a Multi-Scale Deep Network,"David Eigen, Christian Puhrsch, Rob Fergus",http://arxiv.org/pdf/1406.2283v1,No journal ref found,none,cs.CV,Summary18435,1406.2375v2,2014-06-09T22:16:57Z,Parsing Semantic Parts of Cars Using Graphical Models and Segment Appearance Consistency,"Wenhao Lu, Xiaochen Lian, Alan Yuille",http://arxiv.org/pdf/1406.2375v2,No journal ref found,none,cs.CV,Summary18436,1406.2407v1,2014-06-10T02:41:03Z,Optimization Methods for Convolutional Sparse Coding,"Hilton Bristow, Simon Lucey",http://arxiv.org/pdf/1406.2407v1,No journal ref found,none,cs.CV,Summary18437,1406.2807v2,2014-06-11T07:46:03Z,The Secrets of Salient Object Segmentation,"Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille",http://arxiv.org/pdf/1406.2807v2,No journal ref found,none,cs.CV,Summary18438,1406.2952v1,2014-06-11T16:14:42Z,Bird Species Categorization Using Pose Normalized Deep Convolutional Nets,"Steve Branson, Grant Van Horn, Serge Belongie, Pietro Perona",http://arxiv.org/pdf/1406.2952v1,No journal ref found,none,cs.CV,Summary18439,1406.2984v2,2014-06-11T18:16:29Z,Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation,"Jonathan Tompson, Arjun Jain, Yann LeCun, Christoph Bregler",http://arxiv.org/pdf/1406.2984v2,No journal ref found,none,cs.CV,Summary18440,1406.3418v1,2014-06-13T04:33:46Z,Fingers Angle Calculation using Level-Set Method,"Ankit Chaudhary, J. L. Raheja, K. Das, S. Raheja",http://arxiv.org/pdf/1406.3418v1,No journal ref found,none,cs.CV,Summary18441,1406.3906v1,2014-06-16T05:37:17Z,Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding,"Roozbeh Mottaghi, Sanja Fidler, Alan Yuille, Raquel Urtasun, Devi Parikh",http://arxiv.org/pdf/1406.3906v1,No journal ref found,none,cs.CV,Summary18442,1406.3949v1,2014-06-16T09:50:04Z,A Fusion of Labeled-Grid Shape Descriptors with Weighted Ranking Algorithm for Shapes Recognition,"Jamil Ahmad, Zahoor Jan, Zia-ud-Din, Shoaib Muhammad Khan",http://arxiv.org/pdf/1406.3949v1,"World Applied Sciences Journal, vol. 31(6), pp. 1207-1213, 2014",none,cs.CV,Summary18443,1406.4007v1,2014-06-16T13:22:18Z,Impact of Exponent Parameter Value for the Partition Matrix on the Performance of Fuzzy C Means Algorithm,"Dibya Jyoti Bora, Anil Kumar Gupta",http://arxiv.org/pdf/1406.4007v1,No journal ref found,none,cs.CV,Summary18444,1406.4216v2,2014-06-17T01:53:37Z,Person Re-identification by Local Maximal Occurrence Representation and Metric Learning,"Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li",http://arxiv.org/pdf/1406.4216v2,No journal ref found,none,cs.CV,Summary18445,1406.4484v1,2014-06-17T19:13:40Z,Block matching algorithm based on Harmony Search optimization for motion estimation,Erik Cuevas,http://arxiv.org/pdf/1406.4484v1,"Applied Intelligence, 39 (1), (2013), pp. 165-183",none,cs.CV,Summary18446,1406.4729v4,2014-06-18T14:24:17Z,Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition,"Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun",http://arxiv.org/pdf/1406.4729v4,No journal ref found,none,cs.CV,Summary18447,1406.4770v1,2014-06-18T15:38:46Z,Mass Classification Method in Mammogram Using Fuzzy K-Nearest Neighbour Equality,"I. Laurence Aroquiaraj, K. Thangavel",http://arxiv.org/pdf/1406.4770v1,No journal ref found,none,cs.CV,Summary18448,1406.4773v1,2014-06-18T15:42:16Z,Deep Learning Face Representation by Joint Identification-Verification,"Yi Sun, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1406.4773v1,No journal ref found,none,cs.CV,Summary18449,1406.4845v2,2014-05-16T18:44:58Z,"Computer Vision Approach for Low Cost, High Precision Measurement of Grapevine Trunk Diameter in Outdoor Conditions","Diego Sebastián Pérez, Facundo Bromberg, Francisco Gonzalez Antivilo",http://arxiv.org/pdf/1406.4845v2,No journal ref found,none,cs.CV,Summary18450,1406.5035v1,2014-06-19T13:25:47Z,Why are images smooth?,Uriel Feige,http://arxiv.org/pdf/1406.5035v1,No journal ref found,none,cs.CV,Summary18451,1406.5074v1,2014-06-19T15:12:49Z,Robust Outlier Detection Technique in Data Mining: A Univariate Approach,"Singh Vijendra, Pathak Shivani",http://arxiv.org/pdf/1406.5074v1,No journal ref found,none,cs.CV,Summary18452,1406.5095v1,2014-06-19T16:06:53Z,MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos,"Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell",http://arxiv.org/pdf/1406.5095v1,No journal ref found,none,cs.CV,Summary18453,1406.5212v1,2014-06-19T20:56:08Z,R-CNNs for Pose Estimation and Action Detection,"Georgia Gkioxari, Bharath Hariharan, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1406.5212v1,No journal ref found,none,cs.CV,Summary18454,1406.5266v2,2014-06-20T02:51:31Z,Web-Scale Training for Face Identification,"Yaniv Taigman, Ming Yang, MarcAurelio Ranzato, Lior Wolf",http://arxiv.org/pdf/1406.5266v2,No journal ref found,none,cs.CV,Summary18455,1406.5309v2,2014-06-20T08:22:09Z,Early Recognition of Human Activities from First-Person Videos Using Onset Representations,"M. S. Ryoo, Thomas J. Fuchs, Lu Xia, J. K. Aggarwal, Larry Matthies",http://arxiv.org/pdf/1406.5309v2,No journal ref found,none,cs.CV,Summary18456,1406.5472v2,2014-06-20T18:02:02Z,Predicting Motivations of Actions by Leveraging Text,"Carl Vondrick, Deniz Oktay, Hamed Pirsiavash, Antonio Torralba",http://arxiv.org/pdf/1406.5472v2,No journal ref found,none,cs.CV,Summary18457,1406.5549v2,2014-06-20T22:28:29Z,Fast Edge Detection Using Structured Forests,"Piotr Dollár, C. Lawrence Zitnick",http://arxiv.org/pdf/1406.5549v2,No journal ref found,none,cs.CV,Summary18458,1406.5653v1,2014-06-21T21:37:30Z,Interactively Test Driving an Object Detector: Estimating Performance on Unlabeled Data,"Rushil Anirudh, Pavan Turaga",http://arxiv.org/pdf/1406.5653v1,No journal ref found,none,cs.CV,Summary18459,1406.5670v3,2014-06-22T03:31:52Z,3D ShapeNets: A Deep Representation for Volumetric Shapes,"Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, Jianxiong Xiao",http://arxiv.org/pdf/1406.5670v3,No journal ref found,none,cs.CV,Summary18460,1406.5710v1,2014-06-22T11:56:21Z,Natural Color Image Enhancement based on Modified Multiscale Retinex Algorithm and Performance Evaluation usingWavelet Energy,"M. C Hanumantharaju, M. Ravishankar, D. R Rameshbabu",http://arxiv.org/pdf/1406.5710v1,No journal ref found,none,cs.CV,Summary18461,1406.5726v3,2014-06-22T14:03:07Z,CNN: Single-label to Multi-label,"Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan",http://arxiv.org/pdf/1406.5726v3,No journal ref found,none,cs.CV,Summary18462,1406.5774v3,2014-06-22T21:57:46Z,Factors of Transferability for a Generic ConvNet Representation,"Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson",http://arxiv.org/pdf/1406.5774v3,No journal ref found,none,cs.CV,Summary18463,1406.6140v4,2014-06-24T05:40:43Z,"Offline Handwritten MODI Character Recognition Using HU, Zernike Moments and Zoning","Sadanand A. Kulkarni, Prashant L. Borde, Ramesh R. Manza, Pravin L. Yannawar",http://arxiv.org/pdf/1406.6140v4,No journal ref found,none,cs.CV,Summary18464,1406.6147v1,2014-06-24T06:28:50Z,Incorporating Near-Infrared Information into Semantic Image Segmentation,"Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk",http://arxiv.org/pdf/1406.6147v1,No journal ref found,none,cs.CV,Summary18465,1406.6201v1,2014-06-24T10:57:50Z,Saccadic Eye Movements and the Generalized Pareto Distribution,Reiner Lenz,http://arxiv.org/pdf/1406.6201v1,No journal ref found,none,cs.CV,Summary18466,1406.6273v1,2014-06-24T15:12:55Z,Image Completion for View Synthesis Using Markov Random Fields and Efficient Belief Propagation,"Julian Habigt, Klaus Diepold",http://arxiv.org/pdf/1406.6273v1,Proc. 20th IEEE International Conference on Image Processing (2013) 2131-2134,none,cs.CV,Summary18467,1406.6323v1,2014-06-24T17:49:09Z,Dense Correspondences Across Scenes and Scales,"Moria Tau, Tal Hassner",http://arxiv.org/pdf/1406.6323v1,No journal ref found,none,cs.CV,Summary18468,1406.6336v1,2014-06-24T19:01:28Z,A multilevel thresholding algorithm using Electromagnetism Optimization,"Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Valentin Osuna",http://arxiv.org/pdf/1406.6336v1,"Neurocomputing, 139, (2014), 357-381",none,cs.CV,Summary18469,1406.6425v2,2014-06-25T00:46:10Z,Compressive Imaging and Characterization of Sparse Light Deflection Maps,"Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes",http://arxiv.org/pdf/1406.6425v2,No journal ref found,none,cs.CV,Summary18470,1406.6538v1,2014-06-25T12:28:55Z,A Bimodal Co-Sparse Analysis Model for Image Processing,"Martin Kiechle, Tim Habigt, Simon Hawe, Martin Kleinsteuber",http://arxiv.org/pdf/1406.6538v1,No journal ref found,none,cs.CV,Summary18471,1406.6558v2,2014-06-25T13:10:56Z,$ N^4 $-Fields: Neural Network Nearest Neighbor Fields for Image Transforms,"Yaroslav Ganin, Victor Lempitsky",http://arxiv.org/pdf/1406.6558v2,No journal ref found,none,cs.CV,Summary18472,1406.6595v2,2014-06-25T14:51:21Z,3DUNDERWORLD-SLS: An Open-Source Structured-Light Scanning System for Rapid Geometry Acquisition,"Qing Gu, Kyriakos Herakleous, Charalambos Poullis",http://arxiv.org/pdf/1406.6595v2,No journal ref found,none,cs.CV,Summary18473,1406.6811v2,2014-06-26T08:56:55Z,Face Image Classification by Pooling Raw Features,"Fumin Shen, Chunhua Shen, Heng Tao Shen",http://arxiv.org/pdf/1406.6811v2,No journal ref found,none,cs.CV,Summary18474,1406.6818v2,2014-06-26T09:21:42Z,Face Identification with Second-Order Pooling,"Fumin Shen, Chunhua Shen, Heng Tao Shen",http://arxiv.org/pdf/1406.6818v2,No journal ref found,none,cs.CV,Summary18475,1406.6946v2,2014-06-26T17:01:32Z,An improved computer vision method for detecting white blood cells,"Erik Cuevas, Margarita Diaz, Miguel Manzanares, Daniel Zaldivar, Marco Perez",http://arxiv.org/pdf/1406.6946v2,"Computational and Mathematical Methods in Medicine, 2013, art. no. 137392",none,cs.CV,Summary18476,1406.6947v1,2014-06-26T17:09:25Z,Deep Learning Multi-View Representation for Face Recognition,"Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1406.6947v1,No journal ref found,none,cs.CV,Summary18477,1406.6962v2,2014-06-26T18:00:56Z,"How good are detection proposals, really?","Jan Hosang, Rodrigo Benenson, Bernt Schiele",http://arxiv.org/pdf/1406.6962v2,No journal ref found,none,cs.CV,Summary18478,1406.7062v1,2014-06-27T05:06:22Z,Adaptive Mesh Representation and Restoration of Biomedical Images,"Ke Liu, Ming Xu, Zeyun Yu",http://arxiv.org/pdf/1406.7062v1,No journal ref found,none,cs.CV,Summary18479,1406.7075v1,2014-06-27T06:00:17Z,Adaptive texture energy measure method,Omer Faruk Ertugrul,http://arxiv.org/pdf/1406.7075v1,"International Journal of Intelligent Information Systems. Vol. 3, No. 2, 2014, pp. 13-18",none,cs.CV,Summary18480,1406.7112v1,2014-06-27T08:52:54Z,3D planar patch extraction from stereo using probabilistic region growing,Vasileios Zografos,http://arxiv.org/pdf/1406.7112v1,No journal ref found,none,cs.CV,Summary18481,1406.7120v1,2014-06-27T09:18:44Z,Template Matching based Object Detection Using HOG Feature Pyramid,Anish Acharya,http://arxiv.org/pdf/1406.7120v1,No journal ref found,none,cs.CV,Summary18482,1406.7128v1,2014-06-27T09:43:53Z,On a new formulation of nonlocal image filters involving the relative rearrangement,"Gonzalo Galiano, Julián Velasco",http://arxiv.org/pdf/1406.7128v1,No journal ref found,none,cs.CV,Summary18483,1406.7360v2,2014-06-28T05:43:30Z,A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data,Ognjen Arandjelovic,http://arxiv.org/pdf/1406.7360v2,No journal ref found,none,cs.CV,Summary18484,1406.7525v1,2014-06-29T17:11:25Z,Fusion Based Holistic Road Scene Understanding,"Wenqi Huang, Xiaojin Gong",http://arxiv.org/pdf/1406.7525v1,No journal ref found,none,cs.CV,Summary18485,1407.0010v2,2014-06-30T07:55:27Z,Pixel-wise Orthogonal Decomposition for Color Illumination Invariant and Shadow-free Image,"Liangqiong Qu, Jiandong Tian, Zhi Han, Yandong Tang",http://arxiv.org/pdf/1407.0010v2,"Optics Express, Vol. 23, Issue 3, pp. 2220-2239 (2015)",none,cs.CV,Summary18486,1407.0717v1,2014-07-02T20:28:22Z,Deep Poselets for Human Detection,"Lubomir Bourdev, Fei Yang, Rob Fergus",http://arxiv.org/pdf/1407.0717v1,No journal ref found,none,cs.CV,Summary18487,1407.0765v1,2014-07-03T02:40:13Z,BiofilmQuant: A Computer-Assisted Tool for Dental Biofilm Quantification,"Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa",http://arxiv.org/pdf/1407.0765v1,No journal ref found,none,cs.CV,Summary18488,1407.0786v1,2014-07-03T05:39:30Z,Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1407.0786v1,No journal ref found,none,cs.CV,Summary18489,1407.0935v1,2014-07-03T14:52:56Z,Multiple Moving Object Recognitions in video based on Log Gabor-PCA Approach,"M. T Gopalakrishna, M. Ravishankar, D. R Rameshbabu",http://arxiv.org/pdf/1407.0935v1,No journal ref found,none,cs.CV,Summary18490,1407.1120v2,2014-07-04T05:10:43Z,From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices,"Mehrtash T. Harandi, Mathieu Salzmann, Richard Hartley",http://arxiv.org/pdf/1407.1120v2,No journal ref found,none,cs.CV,Summary18491,1407.1267v1,2014-07-04T15:58:23Z,Calibration of Multiple Fish-Eye Cameras Using a Wand,"Qiang Fu, Quan Quan, Kai-Yuan Cai",http://arxiv.org/pdf/1407.1267v1,No journal ref found,none,cs.CV,Summary18492,1407.1352v1,2014-07-05T01:58:13Z,Homophilic Clustering by Locally Asymmetric Geometry,"Deli Zhao, Xiaoou Tang",http://arxiv.org/pdf/1407.1352v1,No journal ref found,none,cs.CV,Summary18493,1407.1490v1,2014-07-06T12:45:23Z,Large-scale Supervised Hierarchical Feature Learning for Face Recognition,"Jianguo Li, Yurong Chen",http://arxiv.org/pdf/1407.1490v1,No journal ref found,none,cs.CV,Summary18494,1407.1785v2,2014-07-07T17:47:54Z,Novel methods for multilinear data completion and de-noising based on tensor-SVD,"Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Kilmer",http://arxiv.org/pdf/1407.1785v2,No journal ref found,none,cs.CV,Summary18495,1407.1808v1,2014-07-07T18:59:11Z,Simultaneous Detection and Segmentation,"Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1407.1808v1,No journal ref found,none,cs.CV,Summary18496,1407.1957v1,2014-07-08T05:43:47Z,Regression-Based Image Alignment for General Object Categories,"Hilton Bristow, Simon Lucey",http://arxiv.org/pdf/1407.1957v1,No journal ref found,none,cs.CV,Summary18497,1407.1974v3,2014-07-08T07:07:12Z,Learning Discriminative Stein Kernel for SPD Matrices and Its Applications,"Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li",http://arxiv.org/pdf/1407.1974v3,No journal ref found,none,cs.CV,Summary18498,1407.2170v2,2014-07-08T16:55:36Z,Orientation covariant aggregation of local descriptors with embeddings,"Giorgos Tolias, Teddy Furon, Hervé Jégou",http://arxiv.org/pdf/1407.2170v2,No journal ref found,none,cs.CV,Summary18499,1407.2343v1,2014-07-09T03:15:37Z,"PatchLift: Fast and Exact Computation of Patch Distances using Lifting, with Applications to Non-Local Means",Kunal Narayan Chaudhury,http://arxiv.org/pdf/1407.2343v1,No journal ref found,none,cs.CV,Summary18500,1407.2390v1,2014-07-09T08:48:41Z,Online Stroke and Akshara Recognition GUI in Assamese Language Using Hidden Markov Model,"SRM Prasanna, Rituparna Devi, Deepjoy Das, Subhankar Ghosh, Krishna Naik",http://arxiv.org/pdf/1407.2390v1,No journal ref found,none,cs.CV,Summary18501,1407.2572v2,2014-07-09T17:49:11Z,Classifiers fusion method to recognize handwritten persian numerals,"Reza Azad, Babak Azad, Iraj Mogharreb, Shahram Jamali",http://arxiv.org/pdf/1407.2572v2,"International Journal on Cybernetics & Informatics (IJCI) Vol. 3, No. 3, June 2014",none,cs.CV,Summary18502,1407.2630v1,2014-07-09T20:32:32Z,A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm,"Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa",http://arxiv.org/pdf/1407.2630v1,No journal ref found,none,cs.CV,Summary18503,1407.2649v1,2014-07-09T22:25:32Z,Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform,"Alican Bozkurt, Pinar Duygulu, A. Enis Cetin",http://arxiv.org/pdf/1407.2649v1,No journal ref found,none,cs.CV,Summary18504,1407.2700v1,2014-07-10T06:03:00Z,Offline handwritten signature identification using adaptive window positioning techniques,"Ghazali Sulong, Anwar Yahy Ebrahim, Muhammad Jehanzeb",http://arxiv.org/pdf/1407.2700v1,No journal ref found,none,cs.CV,Summary18505,1407.2721v2,2014-07-10T08:02:23Z,ARTOS -- Adaptive Real-Time Object Detection System,"Björn Barz, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1407.2721v2,No journal ref found,none,cs.CV,Summary18506,1407.2961v1,2014-07-10T20:55:25Z,On the Convergence of the Mean Shift Algorithm in the One-Dimensional Space,Youness Aliyari Ghassabeh,http://arxiv.org/pdf/1407.2961v1,"Pattern Recognition Letters, 2013, vol. 34(12)",none,cs.CV,Summary18507,1407.3176v1,2014-07-11T14:41:27Z,CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans,"Awais Mansoor, Ulas Bagci, Brent Foster, Ziyue Xu, Deborah Douglas, Jeffrey M. Solomon, Jayaram K. Udupa, Daniel J. Mollura",http://arxiv.org/pdf/1407.3176v1,No journal ref found,none,cs.CV,Summary18508,1407.3179v1,2014-07-11T14:53:26Z,Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation,"Awais Mansoor, Ulas Bagci, Daniel J. Mollura",http://arxiv.org/pdf/1407.3179v1,No journal ref found,none,cs.CV,Summary18509,1407.3193v1,2014-07-11T15:08:18Z,Optimally Stabilized PET Image Denoising Using Trilateral Filtering,"Awais Mansoor, Ulas Bagci, Daniel J. Mollura",http://arxiv.org/pdf/1407.3193v1,No journal ref found,none,cs.CV,Summary18510,1407.3399v2,2014-07-12T17:04:21Z,Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations,"Xianjie Chen, Alan Yuille",http://arxiv.org/pdf/1407.3399v2,No journal ref found,none,cs.CV,Summary18511,1407.3535v2,2014-07-14T03:57:57Z,Optimizing Auto-correlation for Fast Target Search in Large Search Space,"Arif Mahmood, Ajmal Mian, Robyn Owens",http://arxiv.org/pdf/1407.3535v2,No journal ref found,none,cs.CV,Summary18512,1407.3540v1,2014-07-14T04:36:31Z,Measuring Atmospheric Scattering from Digital Images of Urban Scenery using Temporal Polarization-Based Vision,"Tarek El-Gaaly, Joshua Gluckman",http://arxiv.org/pdf/1407.3540v1,No journal ref found,none,cs.CV,Summary18513,1407.3664v1,2014-07-14T14:21:38Z,An Enhancement Neighborhood connected Segmentation for 2D-Cellular Image,Mohammed M. Abdelsamea,http://arxiv.org/pdf/1407.3664v1,No journal ref found,none,cs.CV,Summary18514,1407.3673v2,2014-07-03T10:55:52Z,Enhanced EZW Technique for Compression of Image by Setting Detail Retaining Pass Number,"Isha Tyagi, Ashish Nautiyal, Vishwanath Bijalwan, Meenu Balodhi",http://arxiv.org/pdf/1407.3673v2,No journal ref found,none,cs.CV,Summary18515,1407.3675v1,2014-07-05T13:10:01Z,A New Approach for Super resolution by Using Web Images and FFT Based Image Registration,"Archana Vijayan, Vincy Salam",http://arxiv.org/pdf/1407.3675v1,"International Journal of Engineering Trends and Technology (IJETT), V12(9),473-479 June 2014",none,cs.CV,Summary18516,1407.3686v1,2014-07-14T15:03:01Z,Spatiotemporal Stacked Sequential Learning for Pedestrian Detection,"Alejandro González, Sebastian Ramos, David Vázquez, Antonio M. López, Jaume Amores",http://arxiv.org/pdf/1407.3686v1,No journal ref found,none,cs.CV,Summary18517,1407.3695v1,2014-06-22T20:18:32Z,Recovery of Images with Missing Pixels using a Gradient Compressive Sensing Algorithm,Isidora Stanković,http://arxiv.org/pdf/1407.3695v1,No journal ref found,none,cs.CV,Summary18518,1407.3840v4,2014-07-14T22:52:05Z,"Depth Reconstruction from Sparse Samples: Representation, Algorithm, and Sampling","Lee-Kang Liu, Stanley H. Chan, Truong Q. Nguyen",http://arxiv.org/pdf/1407.3840v4,No journal ref found,none,cs.CV,Summary18519,1407.3867v1,2014-07-15T02:32:16Z,Part-based R-CNNs for Fine-grained Category Detection,"Ning Zhang, Jeff Donahue, Ross Girshick, Trevor Darrell",http://arxiv.org/pdf/1407.3867v1,No journal ref found,none,cs.CV,Summary18520,1407.3956v2,2014-07-15T12:12:54Z,Globally Optimal Joint Image Segmentation and Shape Matching Based on Wasserstein Modes,"Bernhard Schmitzer, Christoph Schnörr",http://arxiv.org/pdf/1407.3956v2,No journal ref found,none,cs.CV,Summary18521,1407.3969v1,2014-07-15T12:56:35Z,An iterative approach to Hough transform without re-voting,"Giorgio Ricca, Mauro C. Beltrametti, Anna Maria Massone",http://arxiv.org/pdf/1407.3969v1,No journal ref found,none,cs.CV,Summary18522,1407.3986v1,2014-07-05T13:12:39Z,Image Fusion Using LEP Filtering and Bilinear Interpolation,"Haritha Raveendran, Deepa Thomas",http://arxiv.org/pdf/1407.3986v1,"International Journal of Engineering Trends and Technology (IJETT), V12(9),427-431 June 2014",none,cs.CV,Summary18523,1407.4023v2,2014-07-15T15:31:39Z,Aggregate channel features for multi-view face detection,"Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li",http://arxiv.org/pdf/1407.4023v2,No journal ref found,none,cs.CV,Summary18524,1407.4206v1,2014-07-16T06:38:24Z,Mobile Camera Array Calibration for Light Field Acquisition,"Yichao Xu, Kazuki Maeno, Hajime Nagahara, Rin-ichiro Taniguchi",http://arxiv.org/pdf/1407.4206v1,No journal ref found,none,cs.CV,Summary18525,1407.4867v2,2014-07-18T01:45:17Z,Analysis of Gait Pattern to Recognize the Human Activities,"Jay Prakash Gupta, Pushkar Dixit, Nishant Singh, Vijay Bhaskar Semwal",http://arxiv.org/pdf/1407.4867v2,No journal ref found,none,cs.CV,Summary18526,1407.4874v1,2014-07-18T02:33:56Z,Affine Subspace Representation for Feature Description,"Zhenhua Wang, Bin Fan, Fuchao Wu",http://arxiv.org/pdf/1407.4874v1,No journal ref found,none,cs.CV,Summary18527,1407.4898v1,2014-07-18T07:10:03Z,Hand Pointing Detection Using Live Histogram Template of Forehead Skin,"Ghassem Tofighi, Nasser Ali Afarin, Kamraan Raahemifar, Anastasios N. Venetsanopoulos",http://arxiv.org/pdf/1407.4898v1,No journal ref found,none,cs.CV,Summary18528,1407.5035v3,2014-07-18T17:08:02Z,LSDA: Large Scale Detection Through Adaptation,"Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Ronghang Hu, Jeff Donahue, Ross Girshick, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1407.5035v3,No journal ref found,none,cs.CV,Summary18529,1407.5242v1,2014-07-20T03:53:21Z,Object Proposal Generation using Two-Stage Cascade SVMs,"Ziming Zhang, Philip H. S. Torr",http://arxiv.org/pdf/1407.5242v1,No journal ref found,none,cs.CV,Summary18530,1407.5324v1,2014-07-20T18:53:20Z,Optimized Method for Iranian Road Signs Detection and recognition system,"Reza Azad, Babak Azad, Iman Tavakoli Kazerooni",http://arxiv.org/pdf/1407.5324v1,"International Journal of Research in Computer Science, 4 (1): pp. 19-26, January 2014",none,cs.CV,Summary18531,1407.5759v1,2014-07-22T06:50:40Z,Aggregation of local parametric candidates with exemplar-based occlusion handling for optical flow,"Denis Fortun, Patrick Bouthemy, Charles Kervrann",http://arxiv.org/pdf/1407.5759v1,No journal ref found,none,cs.CV,Summary18532,1407.5976v1,2014-07-22T19:06:50Z,Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications,"Holger R. Roth, Jianhua Yao, Le Lu, James Stieger, Joseph E. Burns, Ronald M. Summers",http://arxiv.org/pdf/1407.5976v1,No journal ref found,none,cs.CV,Summary18533,1407.6082v1,2014-07-23T01:14:01Z,Joint Energy-based Detection and Classificationon of Multilingual Text Lines,"Igor Milevskiy, Yuri Boykov",http://arxiv.org/pdf/1407.6082v1,No journal ref found,none,cs.CV,Summary18534,1407.6174v1,2014-07-23T11:10:39Z,Visual Word Selection without Re-Coding and Re-Pooling,"Fatih Cakir, Stan Sclaroff",http://arxiv.org/pdf/1407.6174v1,No journal ref found,none,cs.CV,Summary18535,1407.6251v2,2014-07-23T15:07:12Z,FollowMe: Efficient Online Min-Cost Flow Tracking with Bounded Memory and Computation,"Philip Lenz, Andreas Geiger, Raquel Urtasun",http://arxiv.org/pdf/1407.6251v2,No journal ref found,none,cs.CV,Summary18536,1407.6318v1,2014-07-23T18:12:08Z,A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique,"Reza Azad, Fatemeh Davami",http://arxiv.org/pdf/1407.6318v1,"International Journal of Research in Computer Science A Unit of White Globe Publications, Volume 3, Issue 6, 2013",none,cs.CV,Summary18537,1407.6321v1,2014-07-23T18:20:56Z,Novel and Automatic Parking Inventory System Based on Pattern Recognition and Directional Chain Code,"Reza Azad, Majid Nazari",http://arxiv.org/pdf/1407.6321v1,"2013 First International Conference on computer, Information Technology and Digital Media",none,cs.CV,Summary18538,1407.6423v1,2014-07-24T01:39:33Z,Performance evaluation of wavelet scattering network in image texture classification in various color spaces,"Jiasong Wu, Longyu Jiang, Xu Han, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1407.6423v1,No journal ref found,none,cs.CV,Summary18539,1407.6492v2,2014-07-24T08:53:00Z,Recognition of Handwritten Persian/Arabic Numerals Based on Robust Feature Set and K-NN Classifier,"Reza Azad, Fatemeh Davami, Hamid Reza Shayegh",http://arxiv.org/pdf/1407.6492v2,No journal ref found,none,cs.CV,Summary18540,1407.6496v2,2014-07-24T09:01:36Z,Novel and Fast Algorithm for Extracting License Plate Location Based on Edge Analysis,"Reza Azad, Mohammad Baghdadi",http://arxiv.org/pdf/1407.6496v2,No journal ref found,none,cs.CV,Summary18541,1407.6498v1,2014-07-24T09:02:16Z,Real-Time and Efficient Method for Accuracy Enhancement of Edge Based License Plate Recognition System,"Reza Azad, Babak Azad, Hamid Reza Shayegh",http://arxiv.org/pdf/1407.6498v1,No journal ref found,none,cs.CV,Summary18542,1407.6506v1,2014-07-24T09:31:13Z,Novel and Tuneable Method for Skin Detection Based on Hybrid Color Space and Color Statistical Features,"Reza Azad, Hamid Reza Shayegh",http://arxiv.org/pdf/1407.6506v1,No journal ref found,none,cs.CV,Summary18543,1407.6510v1,2014-07-24T09:52:47Z,New Method for Optimization of License Plate Recognition system with Use of Edge Detection and Connected Component,"Reza Azad, Hamid Reza Shayegh",http://arxiv.org/pdf/1407.6510v1,No journal ref found,none,cs.CV,Summary18544,1407.6705v2,2014-07-24T09:26:01Z,A Robust and Efficient Method for Improving Accuracy of License Plate Characters Recognition,"Reza Azad, Hamid Reza Shayegh, Hamed Amiri",http://arxiv.org/pdf/1407.6705v2,No journal ref found,none,cs.CV,Summary18545,1407.6748v1,2014-07-24T22:24:01Z,Enhancing the Accuracy of Biometric Feature Extraction Fusion Using Gabor Filter and Mahalanobis Distance Algorithm,"Ayodeji S. Makinde, Yaw Nkansah-Gyekye, Loserian S. Laizer",http://arxiv.org/pdf/1407.6748v1,No journal ref found,none,cs.CV,Summary18546,1407.7317v1,2014-07-28T04:20:24Z,A unified framework for thermal face recognition,"Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague",http://arxiv.org/pdf/1407.7317v1,No journal ref found,none,cs.CV,Summary18547,1407.7390v3,2014-07-28T11:59:30Z,A discussion on the validation tests employed to compare human action recognition methods using the MSR Action3D dataset,"José Ramón Padilla-López, Alexandros André Chaaraoui, Francisco Flórez-Revuelta",http://arxiv.org/pdf/1407.7390v3,No journal ref found,none,cs.CV,Summary18548,1407.7504v1,2014-07-28T19:21:53Z,A Fast Hierarchical Method for Multi-script and Arbitrary Oriented Scene Text Extraction,"Lluis Gomez, Dimosthenis Karatzas",http://arxiv.org/pdf/1407.7504v1,No journal ref found,none,cs.CV,Summary18549,1407.7626v1,2014-07-29T04:09:09Z,A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing,"Deepak Ranjan Nayak, Prashanta Kumar Patra, Amitav Mahapatra",http://arxiv.org/pdf/1407.7626v1,No journal ref found,none,cs.CV,Summary18550,1407.7686v1,2014-07-29T10:29:28Z,Hyperspectral Imaging and Analysis for Sparse Reconstruction and Recognition,Zohaib Khan,http://arxiv.org/pdf/1407.7686v1,No journal ref found,none,cs.CV,Summary18551,1407.8121v1,2014-07-30T16:45:00Z,Clustering Approach Towards Image Segmentation: An Analytical Study,"Dibya Jyoti Bora, Anil Kumar Gupta",http://arxiv.org/pdf/1407.8121v1,"International Journal of Research in Computer Applications and Robotics, ISSN 2320-7345, Vol.2, Issue.7, Pg.: 115-124 July 2014",none,cs.CV,Summary18552,1407.8123v1,2014-07-30T16:54:54Z,Merging and Shifting of Images with Prominence Coefficient for Predictive Analysis using Combined Image,"T. R. Gopalakrishnan Nair, Richa Sharma",http://arxiv.org/pdf/1407.8123v1,No journal ref found,none,cs.CV,Summary18553,1407.8176v1,2014-07-30T07:08:31Z,Accurate merging of images for predictive analysis using combined image,"T. R. Gopalakrishnan Nair, Richa Sharma",http://arxiv.org/pdf/1407.8176v1,No journal ref found,none,cs.CV,Summary18554,1407.8497v1,2014-07-31T17:51:03Z,A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans,"Amal Farag, Le Lu, Evrim Turkbey, Jiamin Liu, Ronald M. Summers",http://arxiv.org/pdf/1407.8497v1,No journal ref found,none,cs.CV,Summary18555,1410.0117v2,2014-10-01T06:19:05Z,Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences,Atul Kanaujia,http://arxiv.org/pdf/1410.0117v2,No journal ref found,none,cs.CV,Summary18556,1410.0226v1,2014-07-28T11:21:57Z,"Non-parametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Forests","Juheon Lee, Xiaohao Cai, Carola-Bibiane Schonlieb, David Coomes",http://arxiv.org/pdf/1410.0226v1,No journal ref found,none,cs.CV,Summary18557,1410.0243v1,2014-10-01T14:41:55Z,Pattern Encoding on the Poincare Sphere,Aleksandra Pizurica,http://arxiv.org/pdf/1410.0243v1,No journal ref found,none,cs.CV,Summary18558,1410.0371v1,2014-09-08T02:49:07Z,Real Time Fabric Defect Detection System on an Embedded DSP Platform,"J. L. Raheja, B. Ajay, Ankit Chaudhary",http://arxiv.org/pdf/1410.0371v1,No journal ref found,none,cs.CV,Summary18559,1410.0478v1,2014-10-02T08:26:38Z,Recognition of Handwritten Bangla Basic Characters and Digits using Convex Hull based Feature Set,"Nibaran Das, Sandip Pramanik, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri",http://arxiv.org/pdf/1410.0478v1,"2009 International Conference on Artificial Intelligence and Pattern Recognition, At Orlando, Florida pp. 380-386",none,cs.CV,Summary18560,1410.0582v5,2014-10-02T15:06:35Z,Multidimensional Digital Smoothing Filters for Target Detection,Hugh L. Kennedy,http://arxiv.org/pdf/1410.0582v5,"Signal Processing, Volume 114, September 2015, Pages 251-264",none,cs.CV,Summary18561,1410.0745v2,2014-10-03T02:33:08Z,Im2Fit: Fast 3D Model Fitting and Anthropometrics using Single Consumer Depth Camera and Synthetic Data,"Qiaosong Wang, Vignesh Jagadeesh, Bryan Ressler, Robinson Piramuthu",http://arxiv.org/pdf/1410.0745v2,No journal ref found,none,cs.CV,Summary18562,1410.0925v3,2014-10-03T17:42:14Z,A Framework for the Volumetric Integration of Depth Images,"Victor Adrian Prisacariu, Olaf Kähler, Ming Ming Cheng, Carl Yuheng Ren, Julien Valentin, Philip H. S. Torr, Ian D. Reid, David W. Murray",http://arxiv.org/pdf/1410.0925v3,No journal ref found,none,cs.CV,Summary18563,1410.0969v1,2014-08-27T00:49:05Z,"A Model of Plant Identification System Using GLCM, Lacunarity And Shen Features",Abdul Kadir,http://arxiv.org/pdf/1410.0969v1,"Research Journal of Pharmaceutical, Biological and Chemical Sciences, Vol 5(2), 2014",none,cs.CV,Summary18564,1410.1035v2,2014-10-04T10:27:51Z,Learning Invariant Color Features for Person Re-Identification,"Rahul Rama Varior, Gang Wang, Jiwen Lu",http://arxiv.org/pdf/1410.1035v2,No journal ref found,none,cs.CV,Summary18565,1410.1037v1,2014-10-04T11:04:50Z,Facial Feature Point Detection: A Comprehensive Survey,"Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li",http://arxiv.org/pdf/1410.1037v1,No journal ref found,none,cs.CV,Summary18566,1410.1606v2,2014-10-07T03:45:20Z,Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition,"Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran",http://arxiv.org/pdf/1410.1606v2,No journal ref found,none,cs.CV,Summary18567,1410.1980v3,2014-10-08T04:42:01Z,"Deep Representations for Iris, Face, and Fingerprint Spoofing Detection","David Menotti, Giovani Chiachia, Allan Pinto, William Robson Schwartz, Helio Pedrini, Alexandre Xavier Falcao, Anderson Rocha",http://arxiv.org/pdf/1410.1980v3,No journal ref found,none,cs.CV,Summary18568,1410.2173v1,2014-08-07T08:30:34Z,Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread,"K. A. A. Aziz, S. S. Abdullah",http://arxiv.org/pdf/1410.2173v1,No journal ref found,none,cs.CV,Summary18569,1410.2175v1,2014-09-10T12:57:21Z,Image Denoising using New Adaptive Based Median Filters,Suman Shrestha,http://arxiv.org/pdf/1410.2175v1,No journal ref found,none,cs.CV,Summary18570,1410.2188v1,2014-10-06T16:40:02Z,An Aerial Image Recognition Framework using Discrimination and Redundancy Quality Measure,"Yuxin Hu, Luming Zhang",http://arxiv.org/pdf/1410.2188v1,No journal ref found,none,cs.CV,Summary18571,1410.2474v1,2014-10-09T14:08:46Z,Genetic Stereo Matching Algorithm with Fuzzy Fitness,Haythem Ghazouani,http://arxiv.org/pdf/1410.2474v1,No journal ref found,none,cs.CV,Summary18572,1410.2663v1,2014-10-10T02:48:08Z,Challenge IEEE-ISBI/TCB : Application of Covariance matrices and wavelet marginals,Florian Yger,http://arxiv.org/pdf/1410.2663v1,No journal ref found,none,cs.CV,Summary18573,1410.2959v2,2014-10-11T07:16:41Z,Direct Processing of Document Images in Compressed Domain,"Mohammed Javed, P. Nagabhushan, B. B. Chaudhuri",http://arxiv.org/pdf/1410.2959v2,No journal ref found,none,cs.CV,Summary18574,1410.3080v1,2014-10-12T11:43:37Z,Tree-Structure Bayesian Compressive Sensing for Video,"Xin Yuan, Patrick Llull, David J. Brady, Lawrence Carin",http://arxiv.org/pdf/1410.3080v1,No journal ref found,none,cs.CV,Summary18575,1410.3349v2,2014-10-13T15:28:34Z,Single Image Super Resolution via Manifold Approximation,"Chinh Dang, Hayder Radha",http://arxiv.org/pdf/1410.3349v2,No journal ref found,none,cs.CV,Summary18576,1410.3699v1,2014-10-14T14:11:43Z,A graph Laplacian regularization for hyperspectral data unmixing,"Rita Ammanouil, André Ferrari, Cédric Richard",http://arxiv.org/pdf/1410.3699v1,No journal ref found,none,cs.CV,Summary18577,1410.3905v1,2014-10-15T02:00:29Z,Efficient Image Categorization with Sparse Fisher Vector,"Xiankai Lu, Zheng Fang, Tao Xu, Haiting Zhang, Hongya Tuo",http://arxiv.org/pdf/1410.3905v1,No journal ref found,none,cs.CV,Summary18578,1410.3910v1,2014-10-15T02:42:09Z,High Order Structure Descriptors for Scene Images,"Wenya Zhu, Xiankai Lu, Tao Xu, Ziyi Zhao",http://arxiv.org/pdf/1410.3910v1,No journal ref found,none,cs.CV,Summary18579,1410.3932v1,2014-10-15T05:24:16Z,Detection of Salient Regions in Crowded Scenes,"Mei Kuan Lim, Chee Seng Chan, Dorothy Monekosso, Paolo Remagnino",http://arxiv.org/pdf/1410.3932v1,No journal ref found,none,cs.CV,Summary18580,1410.3970v1,2014-10-15T08:42:25Z,Shape and Color Object Tracking for Real-Time Robotic Navigation,Haythem Ghazouani,http://arxiv.org/pdf/1410.3970v1,No journal ref found,none,cs.CV,Summary18581,1410.4012v1,2014-10-15T11:18:55Z,Online interpretation of numeric sign language using 2-d skeletal model,"Subhadip Basu, S. Dey, K. Mukherjee, T. S. Jana",http://arxiv.org/pdf/1410.4012v1,"Proc. of Intl. Conf. on Communication Devices and Intelligent Systems (CODIS), pp. 570-573, Jan-2004, Kolkata",none,cs.CV,Summary18582,1410.4013v1,2014-10-15T11:19:33Z,A two-pass fuzzy-geno approach to pattern classification,"Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1410.4013v1,"Proc. of International Conference on Computer Processing of Bangla, pp. 130-134, Feb-2006, Dhaka",none,cs.CV,Summary18583,1410.4017v1,2014-10-15T11:24:55Z,Online Tracking of Skin Colour Regions Against a Complex Background,"Subhadip Basu, S. Chakraborty, K. Mukherjee, S. K. Pandit",http://arxiv.org/pdf/1410.4017v1,"Proc. of IEEE INDICON, pp. 184-186, Dec-2004, Kharagpur",none,cs.CV,Summary18584,1410.4393v2,2014-10-16T12:25:50Z,The HAWKwood Database,Christopher Herbon,http://arxiv.org/pdf/1410.4393v2,No journal ref found,none,cs.CV,Summary18585,1410.4441v1,2014-10-16T14:17:21Z,Improve CAPTCHAs Security Using Gaussian Blur Filter,Ariyan Zarei,http://arxiv.org/pdf/1410.4441v1,No journal ref found,none,cs.CV,Summary18586,1410.4485v2,2014-10-16T16:25:29Z,A Gesture Recognition System for Detecting Behavioral Patterns of ADHD,"Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera",http://arxiv.org/pdf/1410.4485v2,No journal ref found,none,cs.CV,Summary18587,1410.4521v1,2014-10-16T18:09:58Z,Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling,"Michael Maire, Stella X. Yu, Pietro Perona",http://arxiv.org/pdf/1410.4521v1,No journal ref found,none,cs.CV,Summary18588,1410.4627v2,2014-10-17T03:47:12Z,Learning visual biases from human imagination,"Carl Vondrick, Hamed Pirsiavash, Aude Oliva, Antonio Torralba",http://arxiv.org/pdf/1410.4627v2,No journal ref found,none,cs.CV,Summary18589,1410.4688v3,2014-10-17T11:09:35Z,Large Vocabulary Arabic Online Handwriting Recognition System,"Ibrahim Abdelaziz, Sherif Abdou, Hassanin Al-Barhamtoshy",http://arxiv.org/pdf/1410.4688v3,No journal ref found,none,cs.CV,Summary18590,1410.5058v1,2014-10-19T10:50:08Z,Dense 3D Face Correspondence,"Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian",http://arxiv.org/pdf/1410.5058v1,No journal ref found,none,cs.CV,Summary18591,1410.5224v2,2014-10-20T10:38:56Z,Supervised mid-level features for word image representation,Albert Gordo,http://arxiv.org/pdf/1410.5224v2,No journal ref found,none,cs.CV,Summary18592,1410.5358v3,2014-10-20T17:15:50Z,Remote sensing image classification exploiting multiple kernel learning,"Claudio Cusano, Paolo Napoletano, Raimondo Schettini",http://arxiv.org/pdf/1410.5358v3,No journal ref found,none,cs.CV,Summary18593,1410.5524v1,2014-10-21T03:09:17Z,Learning to Rank Binary Codes,"Jie Feng, Wei Liu, Yan Wang",http://arxiv.org/pdf/1410.5524v1,No journal ref found,none,cs.CV,Summary18594,1410.5605v3,2014-10-21T10:13:51Z,Attentive monitoring of multiple video streams driven by a Bayesian foraging strategy,"Paolo Napoletano, Giuseppe Boccignone, Francesco Tisato",http://arxiv.org/pdf/1410.5605v3,No journal ref found,none,cs.CV,Summary18595,1410.5861v1,2014-10-21T21:25:45Z,Compositional Structure Learning for Action Understanding,"Ran Xu, Gang Chen, Caiming Xiong, Wei Chen, Jason J. Corso",http://arxiv.org/pdf/1410.5861v1,No journal ref found,none,cs.CV,Summary18596,1410.5894v1,2014-10-22T01:52:53Z,Vehicle Detection and Tracking Techniques: A Concise Review,"Raad Ahmed Hadi, Ghazali Sulong, Loay Edwar George",http://arxiv.org/pdf/1410.5894v1,No journal ref found,none,cs.CV,Summary18597,1410.5926v1,2014-10-22T07:05:38Z,Salient Object Detection: A Discriminative Regional Feature Integration Approach,"Huaizu Jiang, Zejian Yuan, Ming-Ming Cheng, Yihong Gong, Nanning Zheng, Jingdong Wang",http://arxiv.org/pdf/1410.5926v1,No journal ref found,none,cs.CV,Summary18598,1410.6126v1,2014-10-22T18:15:27Z,Motion Estimation via Robust Decomposition with Constrained Rank,"German Ros, Jose Alvarez, Julio Guerrero",http://arxiv.org/pdf/1410.6126v1,No journal ref found,none,cs.CV,Summary18599,1410.6313v2,2014-10-23T10:14:05Z,Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface,"Junhua Li, Chao Li, Andrzej Cichocki",http://arxiv.org/pdf/1410.6313v2,No journal ref found,none,cs.CV,Summary18600,1410.6447v1,2014-10-23T18:41:11Z,Density-Based Region Search with Arbitrary Shape for Object Localization,"Ji Zhao, Deyu Meng, Jiayi Ma",http://arxiv.org/pdf/1410.6447v1,No journal ref found,none,cs.CV,Summary18601,1410.6472v1,2014-10-23T19:48:11Z,Foreground-Background Segmentation Based on Codebook and Edge Detector,"Mikaël A. Mousse, Eugène C. Ezin, Cina Motamed",http://arxiv.org/pdf/1410.6472v1,No journal ref found,none,cs.CV,Summary18602,1410.6532v1,2014-10-24T01:04:37Z,A Novel Visual Word Co-occurrence Model for Person Re-identification,"Ziming Zhang, Yuting Chen, Venkatesh Saligrama",http://arxiv.org/pdf/1410.6532v1,No journal ref found,none,cs.CV,Summary18603,1410.6736v1,2014-10-24T16:52:41Z,On The Effect of Hyperedge Weights On Hypergraph Learning,"Sheng Huang, Ahmed Elgammal, Dan Yang",http://arxiv.org/pdf/1410.6736v1,No journal ref found,none,cs.CV,Summary18604,1410.6909v1,2014-10-25T10:13:02Z,A Framework for On-Line Devanagari Handwritten Character Recognition,"Sunil Kumar Kopparapu, Lajish V. L",http://arxiv.org/pdf/1410.6909v1,No journal ref found,none,cs.CV,Summary18605,1410.7164v1,2014-10-27T09:38:48Z,Directional Bilateral Filters,"Manasij Venkatesh, Chandra Sekhar Seelamantula",http://arxiv.org/pdf/1410.7164v1,No journal ref found,none,cs.CV,Summary18606,1410.7252v1,2014-10-27T14:28:59Z,Iris Biometric System using a hybrid approach,"Abhimanyu Sarin, Dr. Jagadish Nayak",http://arxiv.org/pdf/1410.7252v1,No journal ref found,none,cs.CV,Summary18607,1410.7376v2,2014-10-27T19:54:41Z,Visual Chunking: A List Prediction Framework for Region-Based Object Detection,"Nicholas Rhinehart, Jiaji Zhou, Martial Hebert, J. Andrew Bagnell",http://arxiv.org/pdf/1410.7376v2,No journal ref found,none,cs.CV,Summary18608,1410.7429v4,2014-10-27T21:05:48Z,Higher-order MRFs based image super resolution: why not MAP?,Yunjin Chen,http://arxiv.org/pdf/1410.7429v4,No journal ref found,none,cs.CV,Summary18609,1410.7454v2,2014-10-27T22:44:26Z,Deep Structured learning for mass segmentation from Mammograms,"Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley",http://arxiv.org/pdf/1410.7454v2,No journal ref found,none,cs.CV,Summary18610,1410.7484v2,2014-10-28T01:38:23Z,Abrupt Motion Tracking via Nearest Neighbor Field Driven Stochastic Sampling,"Tianfei Zhou, Yao Lu, Feng Lv, Huijun Di, Qingjie Zhao, Jian Zhang",http://arxiv.org/pdf/1410.7484v2,No journal ref found,none,cs.CV,Summary18611,1410.7580v1,2014-10-28T10:57:41Z,Robust Piecewise-Constant Smoothing: M-Smoother Revisited,"Linchao Bao, Qingxiong Yang",http://arxiv.org/pdf/1410.7580v1,No journal ref found,none,cs.CV,Summary18612,1410.7730v1,2014-10-28T18:55:37Z,New similarity index based on entropy and group theory,"Yasel Garcés, Esley Torres, Osvaldo Pereira, Roberto Rodríguez",http://arxiv.org/pdf/1410.7730v1,No journal ref found,none,cs.CV,Summary18613,1410.7762v1,2014-10-28T19:44:55Z,A hierarchical framework for object recognition,Reza Moazzezi,http://arxiv.org/pdf/1410.7762v1,No journal ref found,none,cs.CV,Summary18614,1410.7922v1,2014-10-29T10:31:27Z,Extended Dynamic Programming and Fast Multidimensional Search Algorithm for Energy Minization in Stereo and Motion,Mikhail G. Mozerov,http://arxiv.org/pdf/1410.7922v1,No journal ref found,none,cs.CV,Summary18615,1410.8151v3,2014-10-29T20:18:41Z,A comparison of dense region detectors for image search and fine-grained classification,"Ahmet Iscen, Giorgos Tolias, Philippe-Henri Gosselin, Hervé Jégou",http://arxiv.org/pdf/1410.8151v3,No journal ref found,none,cs.CV,Summary18616,1410.8618v2,2014-10-31T02:14:03Z,Symmetric low-rank representation for subspace clustering,"Jie Chen, Haixian Zhang, Hua Mao, Yongsheng Sang, Zhang Yi",http://arxiv.org/pdf/1410.8618v2,No journal ref found,none,cs.CV,Summary18617,1411.0022v1,2014-10-31T20:42:36Z,Generalized Adaptive Dictionary Learning via Domain Shift Minimization,Varun Panaganti,http://arxiv.org/pdf/1411.0022v1,No journal ref found,none,cs.CV,Summary18618,1411.0085v1,2014-11-01T09:04:45Z,Complex Events Recognition under Uncertainty in a Sensor Network,"Atul Kanaujia, Tae Eun Choe, Hongli Deng",http://arxiv.org/pdf/1411.0085v1,No journal ref found,none,cs.CV,Summary18619,1411.0126v1,2014-11-01T15:06:23Z,Detection of texts in natural images,Gowtham Rangarajan Raman,http://arxiv.org/pdf/1411.0126v1,No journal ref found,none,cs.CV,Summary18620,1411.0130v1,2014-11-01T15:52:29Z,A Two-phase Decision Support Framework for the Automatic Screening of Digital Fundus Images,"Balint Antal, Andras Hajdu, Zsuzsanna Maros-Szabo, Zsolt Torok, Adrienne Csutak, Tunde Peto",http://arxiv.org/pdf/1411.0130v1,"Journal of Computational Science, Elsevier, Volume 3, Issue 5, September 2012, Pages 262-268",none,cs.CV,Summary18621,1411.0326v2,2014-11-02T21:45:41Z,High Dynamic Range Imaging by Perceptual Logarithmic Exposure Merging,"Corneliu Florea, Constantin Vertan, Laura Florea",http://arxiv.org/pdf/1411.0326v2,No journal ref found,none,cs.CV,Summary18622,1411.0392v1,2014-11-03T08:41:32Z,Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1411.0392v1,No journal ref found,none,cs.CV,Summary18623,1411.0442v1,2014-11-03T11:52:53Z,Non Binary Local Gradient Contours for Face Recognition,"Abdullah Gubbi, Mohammad Fazle Azeem, M Sharmila Kumari",http://arxiv.org/pdf/1411.0442v1,"International Journal of Information Processing, 8(3), 63-74, 2014",none,cs.CV,Summary18624,1411.0582v1,2014-11-03T17:50:49Z,Affective Facial Expression Processing via Simulation: A Probabilistic Model,"Jonathan Vitale, Mary-Anne Williams, Benjamin Johnston, Giuseppe Boccignone",http://arxiv.org/pdf/1411.0582v1,No journal ref found,none,cs.CV,Summary18625,1411.0740v2,2014-11-04T00:10:57Z,State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis,"Ahmadreza Baghaie, Roshan M. Dsouza, Zeyun Yu",http://arxiv.org/pdf/1411.0740v2,No journal ref found,none,cs.CV,Summary18626,1411.0791v1,2014-11-04T05:53:45Z,A Robust Point Sets Matching Method,"Xiao Liu, Congying Han, Tiande Guo",http://arxiv.org/pdf/1411.0791v1,No journal ref found,none,cs.CV,Summary18627,1411.1171v1,2014-11-05T07:27:08Z,Multilinear Principal Component Analysis Network for Tensor Object Classification,"Rui Zeng, Jiasong Wu, Zhuhong Shao, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1411.1171v1,No journal ref found,none,cs.CV,Summary18628,1411.1172v1,2014-11-05T07:36:04Z,Tensor object classification via multilinear discriminant analysis network,"Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1411.1172v1,No journal ref found,none,cs.CV,Summary18629,1411.1297v1,2014-11-05T15:38:11Z,Edge Detection based on Kernel Density Estimation,"Osvaldo Pereira, Esley Torre, Yasel Garcés, Roberto Rodríguez",http://arxiv.org/pdf/1411.1297v1,No journal ref found,none,cs.CV,Summary18630,1411.1442v1,2014-11-05T22:56:10Z,"Optical Character Recognition, Using K-Nearest Neighbors",Wei Wang,http://arxiv.org/pdf/1411.1442v1,No journal ref found,none,cs.CV,Summary18631,1411.2090v1,2014-11-08T06:15:44Z,Parallax Effect Free Mosaicing of Underwater Video Sequence Based on Texture Features,"Nagaraja S., Prabhakar C. J., Praveen Kumar P. U",http://arxiv.org/pdf/1411.2090v1,No journal ref found,none,cs.CV,Summary18632,1411.2141v1,2014-11-08T17:40:11Z,Fast Mesh-Based Medical Image Registration,"Ahmadreza Baghaie, Zeyun Yu, Roshan M. Dsouza",http://arxiv.org/pdf/1411.2141v1,No journal ref found,none,cs.CV,Summary18633,1411.2173v1,2014-11-08T22:51:12Z,Stacked Quantizers for Compositional Vector Compression,"Julieta Martinez, Holger H. Hoos, James J. Little",http://arxiv.org/pdf/1411.2173v1,No journal ref found,none,cs.CV,Summary18634,1411.2214v1,2014-11-09T09:51:06Z,Abnormal Object Recognition: A Comprehensive Study,"Babak Saleh, Ali Farhadi, Ahmed Elgammal",http://arxiv.org/pdf/1411.2214v1,No journal ref found,none,cs.CV,Summary18635,1411.2335v1,2014-11-10T06:15:42Z,An Improved Tracking using IMU and Vision Fusion for Mobile Augmented Reality Applications,"Kriti Kumar, Ashley Varghese, Pavan K Reddy, N Narendra, Prashanth Swamy, M Girish Chandra, P Balamuralidhar",http://arxiv.org/pdf/1411.2335v1,"International Journal of Multimedia and its Applications, ISSN: 0975-5578 (online); 0975-5934 (print), October 2014, Volume 6, Number 5",none,cs.CV,Summary18636,1411.2861v3,2014-11-11T16:00:59Z,Computational Baby Learning,"Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1411.2861v3,No journal ref found,none,cs.CV,Summary18637,1411.2942v4,2014-11-11T19:56:17Z,3D Shape Estimation from 2D Landmarks: A Convex Relaxation Approach,"Xiaowei Zhou, Spyridon Leonardos, Xiaoyan Hu, Kostas Daniilidis",http://arxiv.org/pdf/1411.2942v4,No journal ref found,none,cs.CV,Summary18638,1411.3041v1,2014-11-12T01:34:46Z,Collecting Image Description Datasets using Crowdsourcing,"Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh",http://arxiv.org/pdf/1411.3041v1,No journal ref found,none,cs.CV,Summary18639,1411.3159v2,2014-11-12T12:42:54Z,Part Detector Discovery in Deep Convolutional Neural Networks,"Marcel Simon, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1411.3159v2,No journal ref found,none,cs.CV,Summary18640,1411.3229v2,2014-11-12T16:32:17Z,Multi-modal Image Registration for Correlative Microscopy,"Tian Cao, Christopher Zach, Shannon Modla, Debbie Powell, Kirk Czymmek, Marc Niethammer",http://arxiv.org/pdf/1411.3229v2,No journal ref found,none,cs.CV,Summary18641,1411.3230v2,2014-11-12T16:33:37Z,Sparse Modeling for Image and Vision Processing,"Julien Mairal, Francis Bach, Jean Ponce",http://arxiv.org/pdf/1411.3230v2,No journal ref found,none,cs.CV,Summary18642,1411.3285v2,2014-11-12T19:14:30Z,Amoeba Techniques for Shape and Texture Analysis,Martin Welk,http://arxiv.org/pdf/1411.3285v2,No journal ref found,none,cs.CV,Summary18643,1411.3410v1,2014-11-13T00:55:48Z,Person Re-identification Based on Color Histogram and Spatial Configuration of Dominant Color Regions,"Kwangchol Jang, Sokmin Han, Insong Kim",http://arxiv.org/pdf/1411.3410v1,No journal ref found,none,cs.CV,Summary18644,1411.3423v1,2014-11-13T02:38:42Z,A Comparative Study of Techniques of Distant Reconstruction of Displacement Fields by using DISTRESS Simulator,"Ghulam Mubashar Hassan, Arcady V. Dyskin, Cara K. MacNish",http://arxiv.org/pdf/1411.3423v1,No journal ref found,none,cs.CV,Summary18645,1411.3519v2,2014-11-13T12:22:57Z,Window-Based Descriptors for Arabic Handwritten Alphabet Recognition: A Comparative Study on a Novel Dataset,"Marwan Torki, Mohamed E. Hussein, Ahmed Elsallamy, Mahmoud Fayyaz, Shehab Yaser",http://arxiv.org/pdf/1411.3519v2,No journal ref found,none,cs.CV,Summary18646,1411.4006v1,2014-11-14T18:37:31Z,A Discriminative CNN Video Representation for Event Detection,"Zhongwen Xu, Yi Yang, Alexander G. Hauptmann",http://arxiv.org/pdf/1411.4006v1,No journal ref found,none,cs.CV,Summary18647,1411.4033v3,2014-11-14T20:24:31Z,Sparse And Low Rank Decomposition Based Batch Image Alignment for Speckle Reduction of retinal OCT Images,"Ahmadreza Baghaie, Roshan M. Dsouza, Zeyun Yu",http://arxiv.org/pdf/1411.4033v3,No journal ref found,none,cs.CV,Summary18648,1411.4038v2,2014-11-14T20:46:03Z,Fully Convolutional Networks for Semantic Segmentation,"Jonathan Long, Evan Shelhamer, Trevor Darrell",http://arxiv.org/pdf/1411.4038v2,No journal ref found,none,cs.CV,Summary18649,1411.4064v1,2014-11-14T21:40:37Z,A Faster Method for Tracking and Scoring Videos Corresponding to Sentences,"Haonan Yu, Daniel P. Barrett, Jeffrey Mark Siskind",http://arxiv.org/pdf/1411.4064v1,No journal ref found,none,cs.CV,Summary18650,1411.4229v1,2014-11-16T08:37:25Z,Efficient and Accurate Approximations of Nonlinear Convolutional Networks,"Xiangyu Zhang, Jianhua Zou, Xiang Ming, Kaiming He, Jian Sun",http://arxiv.org/pdf/1411.4229v1,No journal ref found,none,cs.CV,Summary18651,1411.4280v3,2014-11-16T17:23:02Z,Efficient Object Localization Using Convolutional Networks,"Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, Christopher Bregler",http://arxiv.org/pdf/1411.4280v3,No journal ref found,none,cs.CV,Summary18652,1411.4296v1,2014-11-16T19:40:32Z,Combining contextual and local edges for line segment extraction in cluttered images,Rui F. C. Guerreiro,http://arxiv.org/pdf/1411.4296v1,No journal ref found,none,cs.CV,Summary18653,1411.4304v1,2014-11-16T21:25:53Z,"Ten Years of Pedestrian Detection, What Have We Learned?","Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele",http://arxiv.org/pdf/1411.4304v1,No journal ref found,none,cs.CV,Summary18654,1411.4331v1,2014-11-16T23:47:59Z,A Latent Clothing Attribute Approach for Human Pose Estimation,"Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu",http://arxiv.org/pdf/1411.4331v1,No journal ref found,none,cs.CV,Summary18655,1411.4389v4,2014-11-17T08:25:17Z,Long-term Recurrent Convolutional Networks for Visual Recognition and Description,"Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1411.4389v4,No journal ref found,none,cs.CV,Summary18656,1411.4419v5,2014-11-17T10:23:26Z,Automatic Subspace Learning via Principal Coefficients Embedding,"Xi Peng, Jiwen Lu, Zhang Yi, Rui Yan",http://arxiv.org/pdf/1411.4419v5,No journal ref found,none,cs.CV,Summary18657,1411.4423v5,2014-11-17T10:35:09Z,A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis,Sotirios P. Chatzis,http://arxiv.org/pdf/1411.4423v5,No journal ref found,none,cs.CV,Summary18658,1411.4464v1,2014-11-17T13:09:09Z,Fully Convolutional Neural Networks for Crowd Segmentation,"Kai Kang, Xiaogang Wang",http://arxiv.org/pdf/1411.4464v1,No journal ref found,none,cs.CV,Summary18659,1411.4555v2,2014-11-17T17:15:41Z,Show and Tell: A Neural Image Caption Generator,"Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan",http://arxiv.org/pdf/1411.4555v2,No journal ref found,none,cs.CV,Summary18660,1411.4568v3,2014-11-17T17:44:21Z,TILDE: A Temporally Invariant Learned DEtector,"Yannick Verdie, Kwang Moo Yi, Pascal Fua, Vincent Lepetit",http://arxiv.org/pdf/1411.4568v3,No journal ref found,none,cs.CV,Summary18661,1411.4670v1,2014-11-17T21:23:26Z,AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition,"Mohamed E. Hussein, Marwan Torki, Ahmed Elsallamy, Mahmoud Fayyaz",http://arxiv.org/pdf/1411.4670v1,No journal ref found,none,cs.CV,Summary18662,1411.4734v4,2014-11-18T04:49:08Z,"Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture","David Eigen, Rob Fergus",http://arxiv.org/pdf/1411.4734v4,No journal ref found,none,cs.CV,Summary18663,1411.4894v2,2014-11-18T16:23:06Z,Low-level Vision by Consensus in a Spatial Hierarchy of Regions,"Ayan Chakrabarti, Ying Xiong, Steven J. Gortler, Todd Zickler",http://arxiv.org/pdf/1411.4894v2,No journal ref found,none,cs.CV,Summary18664,1411.4958v1,2014-11-18T18:39:48Z,Designing Deep Networks for Surface Normal Estimation,"Xiaolong Wang, David F. Fouhey, Abhinav Gupta",http://arxiv.org/pdf/1411.4958v1,No journal ref found,none,cs.CV,Summary18665,1411.5057v3,2014-11-18T22:53:09Z,Fast Iteratively Reweighted Least Squares Algorithms for Analysis-Based Sparsity Reconstruction,"Chen Chen, Junzhou Huang, Lei He, Hongsheng Li",http://arxiv.org/pdf/1411.5057v3,No journal ref found,none,cs.CV,Summary18666,1411.5065v2,2014-11-18T23:26:37Z,SIRF: Simultaneous Image Registration and Fusion in A Unified Framework,"Chen Chen, Yeqing Li, Wei Liu, Junzhou Huang",http://arxiv.org/pdf/1411.5065v2,No journal ref found,none,cs.CV,Summary18667,1411.5190v2,2014-11-19T11:44:24Z,A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation,"Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1411.5190v2,No journal ref found,none,cs.CV,Summary18668,1411.5309v1,2014-11-19T18:36:09Z,"End-to-End Integration of a Convolutional Network, Deformable Parts Model and Non-Maximum Suppression","Li Wan, David Eigen, Rob Fergus",http://arxiv.org/pdf/1411.5309v1,No journal ref found,none,cs.CV,Summary18669,1411.5319v2,2014-11-19T19:09:00Z,Fashion Apparel Detection: The Role of Deep Convolutional Neural Network and Pose-dependent Priors,"Kota Hara, Vignesh Jagadeesh, Robinson Piramuthu",http://arxiv.org/pdf/1411.5319v2,No journal ref found,none,cs.CV,Summary18670,1411.5555v1,2014-11-20T14:22:15Z,Maximum Likelihood Directed Enumeration Method in Piecewise-Regular Object Recognition,Andrey Savchenko,http://arxiv.org/pdf/1411.5555v1,No journal ref found,none,cs.CV,Summary18671,1411.5752v2,2014-11-21T03:12:33Z,Hypercolumns for Object Segmentation and Fine-grained Localization,"Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1411.5752v2,No journal ref found,none,cs.CV,Summary18672,1411.5825v1,2014-11-21T11:00:38Z,Assessment of algorithms for mitosis detection in breast cancer histopathology images,"Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio Gonzalez, Anders B. L. Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Cireşan, Jürgen Schmidhuber, Alessandro Giusti, Luca M. Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frederic Precioso, Violet Snell, Josef Kittler, Teofilo E. de Campos, Adnan M. Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim",http://arxiv.org/pdf/1411.5825v1,No journal ref found,none,cs.CV,Summary18673,1411.5879v2,2014-11-18T17:03:20Z,A Unified Semantic Embedding: Relating Taxonomies and Attributes,"Sung Ju Hwang, Leonid Sigal",http://arxiv.org/pdf/1411.5879v2,No journal ref found,none,cs.CV,Summary18674,1411.5935v1,2014-11-18T15:07:19Z,Towards Scene Understanding with Detailed 3D Object Representations,"M. Zeeshan Zia, Michael Stark, Konrad Schindler",http://arxiv.org/pdf/1411.5935v1,No journal ref found,none,cs.CV,Summary18675,1411.6031v1,2014-11-21T21:38:15Z,Finding Action Tubes,"Georgia Gkioxari, Jitendra Malik",http://arxiv.org/pdf/1411.6031v1,No journal ref found,none,cs.CV,Summary18676,1411.6067v2,2014-11-22T03:14:21Z,Viewpoints and Keypoints,"Shubham Tulsiani, Jitendra Malik",http://arxiv.org/pdf/1411.6067v2,No journal ref found,none,cs.CV,Summary18677,1411.6069v2,2014-11-22T03:15:29Z,Category-Specific Object Reconstruction from a Single Image,"Abhishek Kar, Shubham Tulsiani, João Carreira, Jitendra Malik",http://arxiv.org/pdf/1411.6069v2,No journal ref found,none,cs.CV,Summary18678,1411.6091v1,2014-11-22T07:07:53Z,Virtual View Networks for Object Reconstruction,"João Carreira, Abhishek Kar, Shubham Tulsiani, Jitendra Malik",http://arxiv.org/pdf/1411.6091v1,No journal ref found,none,cs.CV,Summary18679,1411.6206v1,2014-11-23T08:19:11Z,Low-Rank and Sparse Matrix Decomposition with a-priori knowledge for Dynamic 3D MRI reconstruction,"Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim",http://arxiv.org/pdf/1411.6206v1,No journal ref found,none,cs.CV,Summary18680,1411.6228v3,2014-11-23T12:06:36Z,From Image-level to Pixel-level Labeling with Convolutional Networks,"Pedro O. Pinheiro, Ronan Collobert",http://arxiv.org/pdf/1411.6228v3,No journal ref found,none,cs.CV,Summary18681,1411.6275v1,2014-11-23T18:17:42Z,Detection of Non-Stationary Photometric Perturbations on Projection Screens,"Miguel Castañeda-Garay, Oscar Belmonte-Fernández, Hebert Pérez-Rosés, Antonio Diaz-Tula",http://arxiv.org/pdf/1411.6275v1,No journal ref found,none,cs.CV,Summary18682,1411.6340v1,2014-11-24T03:35:34Z,Iteratively Reweighted Graph Cut for Multi-label MRFs with Non-convex Priors,"Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann, Hongdong Li",http://arxiv.org/pdf/1411.6340v1,"CVPR, June 2015",none,cs.CV,Summary18683,1411.6365v1,2014-11-24T07:19:17Z,On the mathematic modeling of non-parametric curves based on cubic Bézier curves,"Ha Jong Won, Choe Chun Hwa, Li Kum Song",http://arxiv.org/pdf/1411.6365v1,No journal ref found,none,cs.CV,Summary18684,1411.6382v3,2014-11-24T08:57:16Z,Mid-level Deep Pattern Mining,"Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1411.6382v3,No journal ref found,none,cs.CV,Summary18685,1411.6387v2,2014-11-24T09:13:00Z,Deep Convolutional Neural Fields for Depth Estimation from a Single Image,"Fayao Liu, Chunhua Shen, Guosheng Lin",http://arxiv.org/pdf/1411.6387v2,No journal ref found,none,cs.CV,Summary18686,1411.6406v1,2014-11-24T10:48:47Z,Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors,"Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang",http://arxiv.org/pdf/1411.6406v1,No journal ref found,none,cs.CV,Summary18687,1411.6447v1,2014-11-24T13:30:07Z,The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification,"Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng, Zheng Zhang",http://arxiv.org/pdf/1411.6447v1,No journal ref found,none,cs.CV,Summary18688,1411.6509v1,2014-11-24T16:17:15Z,Persistent Evidence of Local Image Properties in Generic ConvNets,"Ali Sharif Razavian, Hossein Azizpour, Atsuto Maki, Josephine Sullivan, Carl Henrik Ek, Stefan Carlsson",http://arxiv.org/pdf/1411.6509v1,No journal ref found,none,cs.CV,Summary18689,1411.6660v4,2014-11-24T21:40:09Z,Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition,"Zhenzhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj",http://arxiv.org/pdf/1411.6660v4,No journal ref found,none,cs.CV,Summary18690,1411.6836v2,2014-11-25T12:36:23Z,Deep convolutional filter banks for texture recognition and segmentation,"Mircea Cimpoi, Subhransu Maji, Andrea Vedaldi",http://arxiv.org/pdf/1411.6836v2,No journal ref found,none,cs.CV,Summary18691,1411.6850v1,2014-11-25T13:13:47Z,Similarity- based approach for outlier detection,"Amina Dik, Khalid Jebari, Abdelaziz Bouroumi, Aziz Ettouhami",http://arxiv.org/pdf/1411.6850v1,No journal ref found,none,cs.CV,Summary18692,1411.6909v1,2014-11-25T16:17:09Z,Image Classification and Retrieval from User-Supplied Tags,"Hamid Izadinia, Ali Farhadi, Aaron Hertzmann, Matthew D. Hoffman",http://arxiv.org/pdf/1411.6909v1,No journal ref found,none,cs.CV,Summary18693,1411.7399v2,2014-11-26T21:21:51Z,Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation,"Benjamin Klein, Guy Lev, Gil Sadeh, Lior Wolf",http://arxiv.org/pdf/1411.7399v2,No journal ref found,none,cs.CV,Summary18694,1411.7466v1,2014-11-27T04:12:57Z,The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification,"Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1411.7466v1,No journal ref found,none,cs.CV,Summary18695,1411.7564v4,2014-11-27T12:05:06Z,Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications,"Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr",http://arxiv.org/pdf/1411.7564v4,No journal ref found,none,cs.CV,Summary18696,1411.7655v1,2014-11-27T17:24:59Z,A statistical reduced-reference method for color image quality assessment,"Mounir Omari, Mohammed El Hassouni, Abdelkaher Ait Abdelouahad, Hocine Cherifi",http://arxiv.org/pdf/1411.7655v1,No journal ref found,none,cs.CV,Summary18697,1411.7676v9,2014-11-27T18:42:49Z,Visual Representations: Defining Properties and Deep Approximations,"Stefano Soatto, Alessandro Chiuso",http://arxiv.org/pdf/1411.7676v9,No journal ref found,none,cs.CV,Summary18698,1411.7682v1,2014-11-27T19:04:30Z,On color image quality assessment using natural image statistics,"Mounir Omari, Mohammed El Hassouni, Hocine Cherifi, Abdelkaher Ait Abdelouahad",http://arxiv.org/pdf/1411.7682v1,No journal ref found,none,cs.CV,Summary18699,1411.7714v1,2014-11-27T22:37:58Z,Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering,"Marius Leordeanu, Alexandra Radu, Rahul Sukthankar",http://arxiv.org/pdf/1411.7714v1,No journal ref found,none,cs.CV,Summary18700,1411.7715v1,2014-11-27T22:39:50Z,Flying Objects Detection from a Single Moving Camera,"Artem Rozantsev, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1411.7715v1,No journal ref found,none,cs.CV,Summary18701,1411.7766v3,2014-11-28T07:13:54Z,Deep Learning Face Attributes in the Wild,"Ziwei Liu, Ping Luo, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1411.7766v3,No journal ref found,none,cs.CV,Summary18702,1411.7798v1,2014-11-28T10:11:03Z,Cross-Modal Learning via Pairwise Constraints,"Ran He, Man Zhang, Liang Wang, Ye Ji, Qiyue Yin",http://arxiv.org/pdf/1411.7798v1,No journal ref found,none,cs.CV,Summary18703,1411.7855v1,2014-11-28T13:18:22Z,V-variable image compression,"Franklin Mendivil, Örjan Stenflo",http://arxiv.org/pdf/1411.7855v1,"Fractals, 23, no 02, (2015)",none,cs.CV,Summary18704,1411.7883v3,2014-11-28T14:43:03Z,Articulated motion discovery using pairs of trajectories,"Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari",http://arxiv.org/pdf/1411.7883v3,No journal ref found,none,cs.CV,Summary18705,1411.7911v1,2014-11-28T15:41:11Z,On Rendering Synthetic Images for Training an Object Detector,"Artem Rozantsev, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1411.7911v1,No journal ref found,none,cs.CV,Summary18706,1411.7923v1,2014-11-28T16:05:18Z,Learning Face Representation from Scratch,"Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li",http://arxiv.org/pdf/1411.7923v1,No journal ref found,none,cs.CV,Summary18707,1411.7935v2,2014-11-24T09:24:24Z,Multiple object tracking with context awareness,Laura Leal-Taixé,http://arxiv.org/pdf/1411.7935v2,No journal ref found,none,cs.CV,Summary18708,1411.7964v1,2014-11-28T18:22:56Z,Effective Face Frontalization in Unconstrained Images,"Tal Hassner, Shai Harel, Eran Paz, Roee Enbar",http://arxiv.org/pdf/1411.7964v1,No journal ref found,none,cs.CV,Summary18709,1412.0003v1,2014-11-26T22:00:30Z,3D-Assisted Image Feature Synthesis for Novel Views of an Object,"Hao Su, Fan Wang, Li Yi, Leonidas Guibas",http://arxiv.org/pdf/1412.0003v1,No journal ref found,none,cs.CV,Summary18710,1412.0035v1,2014-11-26T18:51:52Z,Understanding Deep Image Representations by Inverting Them,"Aravindh Mahendran, Andrea Vedaldi",http://arxiv.org/pdf/1412.0035v1,No journal ref found,none,cs.CV,Summary18711,1412.0060v1,2014-11-29T02:26:33Z,Egocentric Pose Recognition in Four Lines of Code,"Gregory Rogez, James S. Supancic III, Deva Ramanan",http://arxiv.org/pdf/1412.0060v1,No journal ref found,none,cs.CV,Summary18712,1412.0062v1,2014-11-29T02:53:47Z,A Bayesian Framework for Sparse Representation-Based 3D Human Pose Estimation,"Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Ali Zarghami, Shohreh Kasaei",http://arxiv.org/pdf/1412.0062v1,No journal ref found,none,cs.CV,Summary18713,1412.0065v1,2014-11-29T03:19:56Z,3D Hand Pose Detection in Egocentric RGB-D Images,"Gregory Rogez, James S. Supancic III, Maryam Khademi, Jose Maria Martinez Montiel, Deva Ramanan",http://arxiv.org/pdf/1412.0065v1,No journal ref found,none,cs.CV,Summary18714,1412.0069v1,2014-11-29T04:34:23Z,Pedestrian Detection aided by Deep Learning Semantic Tasks,"Yonglong Tian, Ping Luo, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1412.0069v1,No journal ref found,none,cs.CV,Summary18715,1412.0111v1,2014-11-29T14:45:14Z,Color image quality assessment measure using multivariate generalized Gaussian distribution,"Mounir Omari, Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi",http://arxiv.org/pdf/1412.0111v1,No journal ref found,none,cs.CV,Summary18716,1412.0165v2,2014-11-29T23:25:41Z,Robust Camera Location Estimation by Convex Programming,"Onur Ozyesil, Amit Singer",http://arxiv.org/pdf/1412.0165v2,No journal ref found,none,cs.CV,Summary18717,1412.0251v1,2014-11-30T17:47:39Z,A Clearer Picture of Blind Deconvolution,"Daniele Perrone, Paolo Favaro",http://arxiv.org/pdf/1412.0251v1,No journal ref found,none,cs.CV,Summary18718,1412.0265v2,2014-11-30T19:25:20Z,Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels,"Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi",http://arxiv.org/pdf/1412.0265v2,No journal ref found,none,cs.CV,Summary18719,1412.0296v1,2014-11-30T22:20:17Z,Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection,"George Papandreou, Iasonas Kokkinos, Pierre-André Savalle",http://arxiv.org/pdf/1412.0296v1,No journal ref found,none,cs.CV,Summary18720,1412.0477v3,2014-12-01T13:47:52Z,Recovering Spatiotemporal Correspondence between Deformable Objects by Exploiting Consistent Foreground Motion in Video,"Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari",http://arxiv.org/pdf/1412.0477v3,No journal ref found,none,cs.CV,Summary18721,1412.0494v2,2014-12-01T14:44:28Z,Orthogonal Matrix Retrieval in Cryo-Electron Microscopy,"Tejal Bhamre, Teng Zhang, Amit Singer",http://arxiv.org/pdf/1412.0494v2,No journal ref found,none,cs.CV,Summary18722,1412.0623v2,2014-12-01T20:11:44Z,Material Recognition in the Wild with the Materials in Context Database,"Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala",http://arxiv.org/pdf/1412.0623v2,No journal ref found,none,cs.CV,Summary18723,1412.0680v1,2014-12-01T21:08:37Z,Fast Sublinear Sparse Representation using Shallow Tree Matching Pursuit,"Ali Ayremlou, Thomas Goldstein, Ashok Veeraraghavan, Richard Baraniuk",http://arxiv.org/pdf/1412.0680v1,No journal ref found,none,cs.CV,Summary18724,1412.0767v4,2014-12-02T03:05:54Z,Learning Spatiotemporal Features with 3D Convolutional Networks,"Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri",http://arxiv.org/pdf/1412.0767v4,No journal ref found,none,cs.CV,Summary18725,1412.0774v1,2014-12-02T03:31:51Z,Feedforward semantic segmentation with zoom-out features,"Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich",http://arxiv.org/pdf/1412.0774v1,No journal ref found,none,cs.CV,Summary18726,1412.0781v5,2014-12-02T04:24:03Z,Fast Steerable Principal Component Analysis,"Zhizhen Zhao, Yoel Shkolnisky, Amit Singer",http://arxiv.org/pdf/1412.0781v5,No journal ref found,none,cs.CV,Summary18727,1412.0801v1,2014-12-02T07:35:27Z,Analytical Comparison of Noise Reduction Filters for Image Restoration Using SNR Estimation,Poorna Banerjee Dasgupta,http://arxiv.org/pdf/1412.0801v1,"International Journal of Computer Trends and Technology (IJCTT) V17(3):121-124, Nov 2014. ISSN:2231-2803. www.ijcttjournal.org",none,cs.CV,Summary18728,1412.0826v1,2014-12-02T09:36:12Z,Hashing on Nonlinear Manifolds,"Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen",http://arxiv.org/pdf/1412.0826v1,No journal ref found,none,cs.CV,Summary18729,1412.0985v3,2014-12-02T17:18:13Z,Covariance estimation using conjugate gradient for 3D classification in Cryo-EM,"Joakim Andén, Eugene Katsevich, Amit Singer",http://arxiv.org/pdf/1412.0985v3,No journal ref found,none,cs.CV,Summary18730,1412.1123v3,2014-12-02T22:35:48Z,DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection,"Gedas Bertasius, Jianbo Shi, Lorenzo Torresani",http://arxiv.org/pdf/1412.1123v3,No journal ref found,none,cs.CV,Summary18731,1412.1135v1,2014-12-02T23:32:34Z,Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning,"Judy Hoffman, Deepak Pathak, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1412.1135v1,No journal ref found,none,cs.CV,Summary18732,1412.1194v1,2014-12-03T05:23:03Z,Gradient Boundary Histograms for Action Recognition,"Feng Shi, Robert Laganiere, Emil Petriu",http://arxiv.org/pdf/1412.1194v1,No journal ref found,none,cs.CV,Summary18733,1412.1216v1,2014-12-03T07:16:13Z,Simple Two-Dimensional Object Tracking based on a Graph Algorithm,Alexandra Heidsieck,http://arxiv.org/pdf/1412.1216v1,No journal ref found,none,cs.CV,Summary18734,1412.1265v1,2014-12-03T10:37:13Z,"Deeply learned face representations are sparse, selective, and robust","Yi Sun, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1412.1265v1,No journal ref found,none,cs.CV,Summary18735,1412.1283v4,2014-12-03T11:45:34Z,Convolutional Feature Masking for Joint Object and Stuff Segmentation,"Jifeng Dai, Kaiming He, Jian Sun",http://arxiv.org/pdf/1412.1283v4,No journal ref found,none,cs.CV,Summary18736,1412.1441v3,2014-12-03T19:03:55Z,"Scalable, High-Quality Object Detection","Christian Szegedy, Scott Reed, Dumitru Erhan, Dragomir Anguelov, Sergey Ioffe",http://arxiv.org/pdf/1412.1441v3,No journal ref found,none,cs.CV,Summary18737,1412.1442v1,2014-12-03T19:08:38Z,Memory Bounded Deep Convolutional Networks,"Maxwell D. Collins, Pushmeet Kohli",http://arxiv.org/pdf/1412.1442v1,No journal ref found,none,cs.CV,Summary18738,1412.1506v1,2014-12-03T22:08:15Z,Textural Approach for Mass Abnormality Segmentation in Mammographic Images,"Khamsa Djaroudib, Abdelmalik Taleb Ahmed, Abdelmadjid Zidani",http://arxiv.org/pdf/1412.1506v1,No journal ref found,none,cs.CV,Summary18739,1412.1526v2,2014-12-04T00:45:14Z,Parsing Occluded People by Flexible Compositions,"Xianjie Chen, Alan Yuille",http://arxiv.org/pdf/1412.1526v2,No journal ref found,none,cs.CV,Summary18740,1412.1710v1,2014-12-04T16:00:47Z,Convolutional Neural Networks at Constrained Time Cost,"Kaiming He, Jian Sun",http://arxiv.org/pdf/1412.1710v1,No journal ref found,none,cs.CV,Summary18741,1412.1842v1,2014-12-04T21:14:59Z,Reading Text in the Wild with Convolutional Neural Networks,"Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1412.1842v1,No journal ref found,none,cs.CV,Summary18742,1412.1908v1,2014-12-05T07:33:48Z,Person Re-identification by Saliency Learning,"Rui Zhao, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1412.1908v1,No journal ref found,none,cs.CV,Summary18743,1412.1945v2,2014-12-05T10:44:56Z,Background Modelling using Octree Color Quantization,Aditya A. V. Sastry,http://arxiv.org/pdf/1412.1945v2,No journal ref found,none,cs.CV,Summary18744,1412.1957v1,2014-12-05T11:22:54Z,CoMIC: Good features for detection and matching at object boundaries,"Swarna Kamlam Ravindran, Anurag Mittal",http://arxiv.org/pdf/1412.1957v1,No journal ref found,none,cs.CV,Summary18745,1412.2210v2,2014-12-06T08:00:19Z,Risk Estimation Without Using Steins Lemma -- Application to Image Denoising,"Sagar Venkatesh Gubbi, Chandra Sekhar Seelamantula",http://arxiv.org/pdf/1412.2210v2,No journal ref found,none,cs.CV,Summary18746,1412.2306v2,2014-12-07T02:36:07Z,Deep Visual-Semantic Alignments for Generating Image Descriptions,"Andrej Karpathy, Li Fei-Fei",http://arxiv.org/pdf/1412.2306v2,No journal ref found,none,cs.CV,Summary18747,1412.2342v1,2014-12-07T10:59:55Z,Bayesian Image Restoration for Poisson Corrupted Image using a Latent Variational Method with Gaussian MRF,Hayaru Shouno,http://arxiv.org/pdf/1412.2342v1,No journal ref found,none,cs.CV,Summary18748,1412.2444v2,2014-12-08T04:43:00Z,An Approach for Reducing Outliers of Non Local Means Image Denoising Filter,"Raka Kundu, Amlan Chakrabarti, Prasanna Lenka",http://arxiv.org/pdf/1412.2444v2,No journal ref found,none,cs.CV,Summary18749,1412.2604v2,2014-12-08T15:28:21Z,Actions and Attributes from Wholes and Parts,"Georgia Gkioxari, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1412.2604v2,No journal ref found,none,cs.CV,Summary18750,1412.2697v1,2014-12-08T18:48:26Z,Image quality assessment measure based on natural image statistics in the Tetrolet domain,"Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine",http://arxiv.org/pdf/1412.2697v1,No journal ref found,none,cs.CV,Summary18751,1412.2813v4,2014-12-08T23:52:57Z,Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors,"Ningning Zhao, Adrian Basarab, Denis Kouame, Jean-Yves Tourneret",http://arxiv.org/pdf/1412.2813v4,No journal ref found,none,cs.CV,Summary18752,1412.2873v1,2014-12-09T07:12:15Z,Cancer Detection with Multiple Radiologists via Soft Multiple Instance Logistic Regression and $L_1$ Regularization,"Inna Stainvas, Alexandra Manevitch, Isaac Leichter",http://arxiv.org/pdf/1412.2873v1,No journal ref found,none,cs.CV,Summary18753,1412.3009v1,2014-12-09T16:16:38Z,Brain Tumor Detection Based on Bilateral Symmetry Information,"Narkhede Sachin, Deven Shah, Vaishali Khairnar, Sujata Kadu",http://arxiv.org/pdf/1412.3009v1,"ISSN:2248-9622 Vol.4,Issue 6(Version 3),June 2014,pp.98-103",none,cs.CV,Summary18754,1412.3159v1,2014-12-10T00:06:49Z,Road Detection via On--line Label Transfer,"José M. Álvarez, Ferran Diego, Joan Serrat, Antonio M. López",http://arxiv.org/pdf/1412.3159v1,No journal ref found,none,cs.CV,Summary18755,1412.3161v1,2014-12-10T00:28:49Z,Object-centric Sampling for Fine-grained Image Classification,"Xiaoyu Wang, Tianbao Yang, Guobin Chen, Yuanqing Lin",http://arxiv.org/pdf/1412.3161v1,No journal ref found,none,cs.CV,Summary18756,1412.3369v1,2014-12-10T16:58:44Z,Candidate Constrained CRFs for Loss-Aware Structured Prediction,"Faruk Ahmed, Daniel Tarlow, Dhruv Batra",http://arxiv.org/pdf/1412.3369v1,No journal ref found,none,cs.CV,Summary18757,1412.3421v2,2014-12-10T19:28:09Z,Multi-Atlas Segmentation of Biomedical Images: A Survey,"Juan Eugenio Iglesias, Mert Rory Sabuncu",http://arxiv.org/pdf/1412.3421v2,No journal ref found,none,cs.CV,Summary18758,1412.3474v1,2014-12-10T21:20:54Z,Deep Domain Confusion: Maximizing for Domain Invariance,"Eric Tzeng, Judy Hoffman, Ning Zhang, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1412.3474v1,No journal ref found,none,cs.CV,Summary18759,1412.3506v2,2014-12-11T00:31:37Z,Road Detection by One-Class Color Classification: Dataset and Experiments,"Jose M. Alvarez, Theo Gevers, Antonio M. Lopez",http://arxiv.org/pdf/1412.3506v2,No journal ref found,none,cs.CV,Summary18760,1412.3613v3,2014-12-11T11:44:43Z,A Novel Adaptive Possibilistic Clustering Algorithm,"Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis",http://arxiv.org/pdf/1412.3613v3,No journal ref found,none,cs.CV,Summary18761,1412.3709v2,2014-12-11T16:23:38Z,An active search strategy for efficient object class detection,"Abel Gonzalez-Garcia, Alexander Vezhnevets, Vittorio Ferrari",http://arxiv.org/pdf/1412.3709v2,No journal ref found,none,cs.CV,Summary18762,1412.3914v1,2014-12-12T08:17:28Z,Edge Preserving Multi-Modal Registration Based On Gradient Intensity Self-Similarity,"Tamar Rott, Dorin Shriki, Tamir Bendory",http://arxiv.org/pdf/1412.3914v1,No journal ref found,none,cs.CV,Summary18763,1412.3958v1,2014-12-12T11:47:02Z,An Automatic Seeded Region Growing for 2D Biomedical Image Segmentation,Mohammed M. Abdelsamea,http://arxiv.org/pdf/1412.3958v1,No journal ref found,none,cs.CV,Summary18764,1412.4102v1,2014-12-12T20:12:40Z,Representing Data by a Mixture of Activated Simplices,"Chunyu Wang, John Flynn, Yizhou Wang, Alan L. Yuille",http://arxiv.org/pdf/1412.4102v1,No journal ref found,none,cs.CV,Summary18765,1412.4172v1,2014-12-13T00:48:46Z,Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices,"Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi",http://arxiv.org/pdf/1412.4172v1,No journal ref found,none,cs.CV,Summary18766,1412.4174v1,2014-12-13T00:53:55Z,A Framework for Shape Analysis via Hilbert Space Embedding,"Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi",http://arxiv.org/pdf/1412.4174v1,No journal ref found,none,cs.CV,Summary18767,1412.4175v1,2014-12-13T00:58:57Z,Optimizing Over Radial Kernels on Compact Manifolds,"Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi",http://arxiv.org/pdf/1412.4175v1,No journal ref found,none,cs.CV,Summary18768,1412.4181v2,2014-12-13T02:30:59Z,Oriented Edge Forests for Boundary Detection,"Sam Hallman, Charless C. Fowlkes",http://arxiv.org/pdf/1412.4181v2,No journal ref found,none,cs.CV,Summary18769,1412.4183v1,2014-12-13T02:39:09Z,A survey of modern optical character recognition techniques,Eugene Borovikov,http://arxiv.org/pdf/1412.4183v1,No journal ref found,none,cs.CV,Summary18770,1412.4196v1,2014-12-13T06:39:04Z,Descriptor Ensemble: An Unsupervised Approach to Descriptor Fusion in the Homography Space,"Yuan-Ting Hu, Yen-Yu Lin, Hsin-Yi Chen, Kuang-Jui Hsu, Bing-Yu Chen",http://arxiv.org/pdf/1412.4196v1,No journal ref found,none,cs.CV,Summary18771,1412.4205v1,2014-12-13T08:57:49Z,The application of the Bayes Ying Yang harmony based GMMs in on-line signature verification,"Xiaosha Zhao, Mandan Liu",http://arxiv.org/pdf/1412.4205v1,No journal ref found,none,cs.CV,Summary18772,1412.4217v1,2014-12-13T10:01:51Z,A Study of Sindhi Related and Arabic Script Adapted languages Recognition,"Dil Nawaz Hakro, A. Z. Talib, Zeeshan Bhatti, G. N. Moja",http://arxiv.org/pdf/1412.4217v1,Sindh University Research Journal (Science Series) Vol. 46 (3) 323-334 (2014),none,cs.CV,Summary18773,1412.4313v2,2014-12-14T05:23:39Z,Combining the Best of Graphical Models and ConvNets for Semantic Segmentation,"Michael Cogswell, Xiao Lin, Senthil Purushwalkam, Dhruv Batra",http://arxiv.org/pdf/1412.4313v2,No journal ref found,none,cs.CV,Summary18774,1412.4433v2,2014-12-15T00:57:44Z,Inexact Alternating Direction Method Based on Newton descent algorithm with Application to Poisson Image Deblurring,Dai-Qiang Chen,http://arxiv.org/pdf/1412.4433v2,No journal ref found,none,cs.CV,Summary18775,1412.4438v1,2014-12-15T01:12:09Z,Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring,Dai-Qiang Chen,http://arxiv.org/pdf/1412.4438v1,No journal ref found,none,cs.CV,Summary18776,1412.4470v1,2014-12-15T06:12:47Z,Automatic video scene segmentation based on spatial-temporal clues and rhythm,"Walid Mahdi, Liming Chen, Mohsen Ardebilian",http://arxiv.org/pdf/1412.4470v1,"Video DATA Hermes Science Publishing, 2002",none,cs.CV,Summary18777,1412.4526v2,2014-12-15T10:36:49Z,Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification,"Hongsheng Li, Rui Zhao, Xiaogang Wang",http://arxiv.org/pdf/1412.4526v2,No journal ref found,none,cs.CV,Summary18778,1412.4940v1,2014-12-16T10:23:17Z,Discovering beautiful attributes for aesthetic image analysis,"Luca Marchesotti, Naila Murray, Florent Perronnin",http://arxiv.org/pdf/1412.4940v1,No journal ref found,none,cs.CV,Summary18779,1412.5027v1,2014-12-08T23:51:50Z,What is a salient object? A dataset and a baseline model for salient object detection,Ali Borji,http://arxiv.org/pdf/1412.5027v1,No journal ref found,none,cs.CV,Summary18780,1412.5126v2,2014-12-16T19:02:46Z,A Robust Regression Approach for Background/Foreground Segmentation,"Shervin Minaee, Haoping Yu, Yao Wang",http://arxiv.org/pdf/1412.5126v2,No journal ref found,none,cs.CV,Summary18781,1412.5275v1,2014-12-17T07:51:56Z,Iranian cashes recognition using mobile,"Ismail Nojavani, Azade Rezaeezade, Amirhassan Monadjemi",http://arxiv.org/pdf/1412.5275v1,"International Journal of Computer Science & Information Technology, volume 6, issue 6, pp.61-71, 2014",none,cs.CV,Summary18782,1412.5322v1,2014-12-17T10:21:10Z,An Algebraical Model for Gray Level Images,Vasile Patrascu,http://arxiv.org/pdf/1412.5322v1,No journal ref found,none,cs.CV,Summary18783,1412.5325v1,2014-12-17T10:32:07Z,Color Image Enhancement In the Framework of Logarithmic Models,"Vasile Patrascu, Vasile Buzuloiu",http://arxiv.org/pdf/1412.5325v1,No journal ref found,none,cs.CV,Summary18784,1412.5328v1,2014-12-17T10:50:25Z,A Mathematical Model for Logarithmic Image Processing,"Vasile Patrascu, Vasile Buzuloiu",http://arxiv.org/pdf/1412.5328v1,No journal ref found,none,cs.CV,Summary18785,1412.5334v1,2014-12-17T10:58:46Z,The Affine Transforms for Image Enhancement in the Context of Logarithmic Models,"Vasile Patrascu, Vasile Buzuloiu",http://arxiv.org/pdf/1412.5334v1,No journal ref found,none,cs.CV,Summary18786,1412.5488v1,2014-12-17T17:15:12Z,Full-reference image quality assessment by combining global and local distortion measures,"Ashirbani Saha, Q. M. Jonathan Wu",http://arxiv.org/pdf/1412.5488v1,No journal ref found,none,cs.CV,Summary18787,1412.5490v2,2014-12-17T17:28:53Z,High Frequency Content based Stimulus for Perceptual Sharpness Assessment in Natural Images,"Ashirbani Saha, Q. M. Jonathan Wu",http://arxiv.org/pdf/1412.5490v2,No journal ref found,none,cs.CV,Summary18788,1412.5687v1,2014-12-18T00:07:45Z,Towards Open World Recognition,"Abhijit Bendale, Terrance Boult",http://arxiv.org/pdf/1412.5687v1,IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2015) 1893 - 1902,none,cs.CV,Summary18789,1412.5758v4,2014-12-18T08:51:15Z,Decomposition-Based Domain Adaptation for Real-World Font Recognition,"Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang",http://arxiv.org/pdf/1412.5758v4,No journal ref found,none,cs.CV,Summary18790,1412.5764v1,2014-12-18T09:09:17Z,Image Dynamic Range Enhancement in the Context of Logarithmic Models,"Vasile Patrascu, Vasile Buzuloiu",http://arxiv.org/pdf/1412.5764v1,No journal ref found,none,cs.CV,Summary18791,1412.5769v1,2014-12-18T09:19:50Z,Gray level image enhancement using the Bernstein polynomials,Vasile Patrascu,http://arxiv.org/pdf/1412.5769v1,No journal ref found,none,cs.CV,Summary18792,1412.5787v1,2014-12-18T10:12:49Z,Gray Level Image Enhancement Using Polygonal Functions,Vasile Patrascu,http://arxiv.org/pdf/1412.5787v1,No journal ref found,none,cs.CV,Summary18793,1412.5796v1,2014-12-18T10:32:57Z,Image Enhancement Using a Generalization of Homographic Function,Vasile Patrascu,http://arxiv.org/pdf/1412.5796v1,No journal ref found,none,cs.CV,Summary18794,1412.5802v1,2014-12-18T10:59:09Z,Contour Detection Using Contrast Formulas in the Framework of Logarithmic Models,Vasile Patrascu,http://arxiv.org/pdf/1412.5802v1,No journal ref found,none,cs.CV,Summary18795,1412.5808v3,2014-12-18T11:20:39Z,Minimizing the Number of Matching Queries for Object Retrieval,"Johannes Niedermayer, Peer Kröger",http://arxiv.org/pdf/1412.5808v3,No journal ref found,none,cs.CV,Summary18796,1412.5903v5,2014-12-18T15:49:46Z,Deep Structured Output Learning for Unconstrained Text Recognition,"Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1412.5903v5,No journal ref found,none,cs.CV,Summary18797,1412.6056v6,2014-12-18T20:31:56Z,Unsupervised Learning of Spatiotemporally Coherent Metrics,"Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun",http://arxiv.org/pdf/1412.6056v6,No journal ref found,none,cs.CV,Summary18798,1412.6071v4,2014-12-18T20:45:11Z,Fractional Max-Pooling,Benjamin Graham,http://arxiv.org/pdf/1412.6071v4,No journal ref found,none,cs.CV,Summary18799,1412.6092v1,2014-12-18T10:19:02Z,Image enhancement using the mean dynamic range maximization with logarithmic operations,Vasile Patrascu,http://arxiv.org/pdf/1412.6092v1,No journal ref found,none,cs.CV,Summary18800,1412.6124v1,2014-12-18T21:27:38Z,Semantic Part Segmentation using Compositional Model combining Shape and Appearance,"Jianyu Wang, Alan Yuille",http://arxiv.org/pdf/1412.6124v1,No journal ref found,none,cs.CV,Summary18801,1412.6154v1,2014-10-06T11:45:07Z,Effective persistent homology of digital images,"Ana Romero, Julio Rubio, Francis Sergeraert",http://arxiv.org/pdf/1412.6154v1,No journal ref found,none,cs.CV,Summary18802,1412.6163v1,2014-12-18T22:09:22Z,Automated Objective Surgical Skill Assessment in the Operating Room Using Unstructured Tool Motion,"Piyush Poddar, Narges Ahmidi, S. Swaroop Vedula, Lisa Ishii, Gregory D. Hager, Masaru Ishii",http://arxiv.org/pdf/1412.6163v1,No journal ref found,none,cs.CV,Summary18803,1412.6504v2,2014-12-19T20:01:16Z,Learning to Segment Moving Objects in Videos,"Katerina Fragkiadaki, Pablo Arbelaez, Panna Felsen, Jitendra Malik",http://arxiv.org/pdf/1412.6504v2,No journal ref found,none,cs.CV,Summary18804,1412.6505v2,2014-12-19T20:03:00Z,Pooled Motion Features for First-Person Videos,"M. S. Ryoo, Brandon Rothrock, Larry Matthies",http://arxiv.org/pdf/1412.6505v2,No journal ref found,none,cs.CV,Summary18805,1412.6537v2,2014-12-19T21:30:32Z,Fracking Deep Convolutional Image Descriptors,"Edgar Simo-Serra, Eduard Trulls, Luis Ferraz, Iasonas Kokkinos, Francesc Moreno-Noguer",http://arxiv.org/pdf/1412.6537v2,No journal ref found,none,cs.CV,Summary18806,1412.6574v4,2014-12-20T01:32:43Z,Visual Instance Retrieval with Deep Convolutional Networks,"Ali Sharif Razavian, Josephine Sullivan, Stefan Carlsson, Atsuto Maki",http://arxiv.org/pdf/1412.6574v4,No journal ref found,none,cs.CV,Summary18807,1412.6607v5,2014-12-20T05:15:42Z,"Visual Scene Representations: Contrast, Scaling and Occlusion","Stefano Soatto, Jingming Dong, Nikolaos Karianakis",http://arxiv.org/pdf/1412.6607v5,No journal ref found,none,cs.CV,Summary18808,1412.6626v4,2014-12-20T07:52:16Z,The local low-dimensionality of natural images,"Olivier J. Hénaff, Johannes Ballé, Neil C. Rabinowitz, Eero P. Simoncelli",http://arxiv.org/pdf/1412.6626v4,No journal ref found,none,cs.CV,Summary18809,1412.6631v2,2014-12-20T08:07:32Z,Visualizing and Comparing Convolutional Neural Networks,"Wei Yu, Kuiyuan Yang, Yalong Bai, Hongxun Yao, Yong Rui",http://arxiv.org/pdf/1412.6631v2,No journal ref found,none,cs.CV,Summary18810,1412.6759v1,2014-12-21T10:28:36Z,Bi-directional Shape Correspondences (BSC): A Novel Technique for 2-d Shape Warping in Quadratic Time?,Abdulrahman Oladipupo Ibraheem,http://arxiv.org/pdf/1412.6759v1,No journal ref found,none,cs.CV,Summary18811,1412.6791v1,2014-12-21T14:48:41Z,Mixture of Parts Revisited: Expressive Part Interactions for Pose Estimation,"Anoop Katti, Anurag Mittal",http://arxiv.org/pdf/1412.6791v1,No journal ref found,none,cs.CV,Summary18812,1412.6847v1,2014-12-22T00:10:11Z,A New Way to Factorize Linear Cameras,"Feng Lu, Ziqiang Chen",http://arxiv.org/pdf/1412.6847v1,No journal ref found,none,cs.CV,Summary18813,1412.7242v2,2014-12-23T03:14:21Z,Learning of Proto-object Representations via Fixations on Low Resolution,"Chengyao Shen, Xun Huang, Qi Zhao",http://arxiv.org/pdf/1412.7242v2,No journal ref found,none,cs.CV,Summary18814,1412.7277v1,2014-12-23T07:46:03Z,Fusing Color and Texture Cues to Categorize the Fruit Diseases from Images,"Shiv Ram Dubey, Anand Singh Jalal",http://arxiv.org/pdf/1412.7277v1,No journal ref found,none,cs.CV,Summary18815,1412.7626v1,2014-12-24T08:58:10Z,AltecOnDB: A Large-Vocabulary Arabic Online Handwriting Recognition Database,"Ibrahim Abdelaziz, Sherif Abdou",http://arxiv.org/pdf/1412.7626v1,No journal ref found,none,cs.CV,Summary18816,1412.7680v1,2014-12-24T14:56:54Z,A Fuzzy Based Model to Identify Printed Sinhala Characters (ICIAfS14),"G. I. Gunarathna, M. A. P. Chamikara, R. G. Ragel",http://arxiv.org/pdf/1412.7680v1,No journal ref found,none,cs.CV,Summary18817,1412.7689v1,2014-12-24T15:29:13Z,Locating Tables in Scanned Documents for Reconstructing and Republishing (ICIAfS14),"Akmal Jahan Mac, Roshan G Ragel",http://arxiv.org/pdf/1412.7689v1,No journal ref found,none,cs.CV,Summary18818,1412.7844v1,2014-12-25T17:38:33Z,Texture analysis using volume-radius fractal dimension,"André R. Backes, Odemir M. Bruno",http://arxiv.org/pdf/1412.7844v1,"Backes, A. R and Bruno, O. M. Texture analysis using volume-radius fractal dimension, Applied Mathematics and Computation, Volume 219, Issue 11, Pages 5870 - 5875, 2013",none,cs.CV,Summary18819,1412.7849v1,2014-12-25T18:23:10Z,Brachiaria species identification using imaging techniques based on fractal descriptors,"João Batista Florindo, Núbia Rosa da Silva, Liliane Maria Romualdo, Fernanda de Fátima da Silva, Pedro Henrique de Cerqueira Luz, Valdo Rodrigues Herling, Odemir Martinez Bruno",http://arxiv.org/pdf/1412.7849v1,"Computers and Electronics in Agriculture, V 103, Pages 48-54, 2014",none,cs.CV,Summary18820,1412.7851v1,2014-12-25T18:50:31Z,Fractal descriptors based on the probability dimension: a texture analysis and classification approach,"João Batista Florindo, Odemir Martinez Bruno",http://arxiv.org/pdf/1412.7851v1,"Pattern Recognition Letters, Volume 42, Pages 107-114, 2014",none,cs.CV,Summary18821,1412.7854v2,2014-12-25T18:55:49Z,Joint Deep Learning for Car Detection,Seyedshams Feyzabadi,http://arxiv.org/pdf/1412.7854v2,No journal ref found,none,cs.CV,Summary18822,1412.7856v1,2014-12-25T19:38:11Z,Gabor wavelets combined with volumetric fractal dimension applied to texture analysis,"Álvaro Gomez Z., João B. Florindo, Odemir M. Bruno",http://arxiv.org/pdf/1412.7856v1,"Pattern Recognition Letters, V. 36, Pages 135-143, 2014",none,cs.CV,Summary18823,1412.7884v1,2014-12-26T02:46:41Z,Sparkle Vision: Seeing the World through Random Specular Microfacets,"Zhengdong Zhang, Phillip Isola, Edward H. Adelson",http://arxiv.org/pdf/1412.7884v1,No journal ref found,none,cs.CV,Summary18824,1412.7889v1,2014-12-26T03:47:06Z,Improved texture image classification through the use of a corrosion-inspired cellular automaton,"Núbia Rosa da Silva, Pieter Van der Weeën, Bernard De Baets, Odemir Martinez Bruno",http://arxiv.org/pdf/1412.7889v1,"Neurocomputing, 149, Part C, pp 1560-1572, 2015",none,cs.CV,Summary18825,1412.7957v1,2014-12-26T16:46:52Z,Detect2Rank : Combining Object Detectors Using Learning to Rank,"Sezer Karaoglu, Yang Liu, Theo Gevers",http://arxiv.org/pdf/1412.7957v1,No journal ref found,none,cs.CV,Summary18826,1412.7963v1,2014-12-26T17:45:41Z,Texture analysis by multi-resolution fractal descriptors,"João B. Florindo, Odemir M. Bruno",http://arxiv.org/pdf/1412.7963v1,"Expert Systems with Applications, Volume 40, Issue 10, Pages 4022-4028, 2013",none,cs.CV,Summary18827,1412.8070v1,2014-12-27T17:53:06Z,Functional correspondence by matrix completion,"Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst",http://arxiv.org/pdf/1412.8070v1,No journal ref found,none,cs.CV,Summary18828,1412.8197v2,2014-12-28T18:48:02Z,Metacarpal Bones Localization in X-ray Imagery Using Particle Filter Segmentation,"Z. Bardosi, D. Granata, G. Lugos, A. P. Tafti, S. Saxena",http://arxiv.org/pdf/1412.8197v2,No journal ref found,none,cs.CV,Summary18829,1412.8287v1,2014-12-29T09:19:55Z,Rigid and Non-rigid Shape Evolutions for Shape Alignment and Recovery in Images,"Junyan Wang, Kap-Luk Chan",http://arxiv.org/pdf/1412.8287v1,No journal ref found,none,cs.CV,Summary18830,1412.8496v1,2014-12-29T22:09:41Z,Accurate Localization in Dense Urban Area Using Google Street View Image,Mahdi Salarian,http://arxiv.org/pdf/1412.8496v1,No journal ref found,none,cs.CV,Summary18831,1412.8556v3,2014-12-30T03:49:47Z,Domain-Size Pooling in Local Descriptors: DSP-SIFT,"Jingming Dong, Stefano Soatto",http://arxiv.org/pdf/1412.8556v3,No journal ref found,none,cs.CV,Summary18832,1412.8659v2,2014-12-30T15:32:18Z,Deep Roto-Translation Scattering for Object Classification,"Edouard Oyallon, Stéphane Mallat",http://arxiv.org/pdf/1412.8659v2,No journal ref found,none,cs.CV,Summary18833,1502.00030v1,2015-01-30T22:04:12Z,SHOE: Supervised Hashing with Output Embeddings,"Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David Doermann",http://arxiv.org/pdf/1502.00030v1,No journal ref found,none,cs.CV,Summary18834,1502.00046v1,2015-01-31T00:32:34Z,Max-Margin Object Detection,Davis E. King,http://arxiv.org/pdf/1502.00046v1,No journal ref found,none,cs.CV,Summary18835,1502.00082v1,2015-01-31T08:32:35Z,Category-Epitomes : Discriminatively Minimalist Representations for Object Categories,"Ravi Kiran Sarvadevabhatla, R. Venkatesh Babu",http://arxiv.org/pdf/1502.00082v1,No journal ref found,none,cs.CV,Summary18836,1502.00115v1,2015-01-31T14:44:05Z,Optimized Projection for Sparse Representation Based Classification,"Can-Yi Lu, De-Shuang Huang",http://arxiv.org/pdf/1502.00115v1,No journal ref found,none,cs.CV,Summary18837,1502.00192v1,2015-02-01T04:09:23Z,Pose and Shape Estimation with Discriminatively Learned Parts,"Menglong Zhu, Xiaowei Zhou, Kostas Daniilidis",http://arxiv.org/pdf/1502.00192v1,No journal ref found,none,cs.CV,Summary18838,1502.00250v1,2015-02-01T13:24:49Z,Driver distraction detection and recognition using RGB-D sensor,"Céline Craye, Fakhri Karray",http://arxiv.org/pdf/1502.00250v1,No journal ref found,none,cs.CV,Summary18839,1502.00254v2,2015-02-01T13:35:44Z,Freehand Sketch Recognition Using Deep Features,"Ravi Kiran Sarvadevabhatla, R. Venkatesh Babu",http://arxiv.org/pdf/1502.00254v2,No journal ref found,none,cs.CV,Summary18840,1502.00256v1,2015-02-01T13:47:49Z,Human Re-identification by Matching Compositional Template with Cluster Sampling,"Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu",http://arxiv.org/pdf/1502.00256v1,No journal ref found,none,cs.CV,Summary18841,1502.00258v1,2015-02-01T13:49:31Z,Learning Latent Spatio-Temporal Compositional Model for Human Action Recognition,"Xiaodan Liang, Liang Lin, Liangliang Cao",http://arxiv.org/pdf/1502.00258v1,No journal ref found,none,cs.CV,Summary18842,1502.00303v1,2015-02-01T20:22:00Z,Dynamic texture and scene classification by transferring deep image features,"Xianbiao Qi, Chun-Guang Li, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen",http://arxiv.org/pdf/1502.00303v1,No journal ref found,none,cs.CV,Summary18843,1502.00324v1,2015-02-01T22:49:52Z,Modified Fast Fractal Image Compression Algorithm in spatial domain,"M. Salarian, H. Miar Naimi",http://arxiv.org/pdf/1502.00324v1,No journal ref found,none,cs.CV,Summary18844,1502.00341v1,2015-02-02T02:04:01Z,Discriminatively Trained And-Or Graph Models for Object Shape Detection,"Liang Lin, Xiaolong Wang, Wei Yang, Jian-Huang Lai",http://arxiv.org/pdf/1502.00341v1,"Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.PP, no.99, pp.1,1, 2014",none,cs.CV,Summary18845,1502.00344v1,2015-02-02T03:04:01Z,Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models,"Liang Lin, Yuanlu Xu, Xiaodan Liang, Jianhuang Lai",http://arxiv.org/pdf/1502.00344v1,"Image Processing, IEEE Transactions on , vol.23, no.7, pp.3191,3202, July 2014",none,cs.CV,Summary18846,1502.00374v1,2015-02-02T06:33:51Z,Adaptive Scene Category Discovery with Generative Learning and Compositional Sampling,"Liang Lin, Ruimao Zhang, Xiaohua Duan",http://arxiv.org/pdf/1502.00374v1,"Circuits and Systems for Video Technology, IEEE Transactions on , vol.PP, no.99, pp.1,1, 2014",none,cs.CV,Summary18847,1502.00377v1,2015-02-02T06:52:47Z,Integrating Graph Partitioning and Matching for Trajectory Analysis in Video Surveillance,"Liang Lin, Yongyi Lu, Yan Pan, Xiaowu Chen",http://arxiv.org/pdf/1502.00377v1,"Image Processing, IEEE Transactions on , vol.21, no.12, pp.4844-4857, 2012",none,cs.CV,Summary18848,1502.00416v1,2015-02-02T09:34:01Z,Towards a solid solution of real-time fire and flame detection,"Bo Jiang, Yongyi Lu, Xiying Li, Liang Lin",http://arxiv.org/pdf/1502.00416v1,"Multimedia Tools and Applications, pp. 1380-7501, 2014",none,cs.CV,Summary18849,1502.00478v2,2015-02-02T13:48:46Z,Structured Occlusion Coding for Robust Face Recognition,"Yandong Wen, Weiyang Liu, Meng Yang, Yuli Fu, Youjun Xiang, Rui Hu",http://arxiv.org/pdf/1502.00478v2,No journal ref found,none,cs.CV,Summary18850,1502.00501v1,2015-02-02T15:03:25Z,An Expressive Deep Model for Human Action Parsing from A Single Image,"Zhujin Liang, Xiaolong Wang, Rui Huang, Liang Lin",http://arxiv.org/pdf/1502.00501v1,No journal ref found,none,cs.CV,Summary18851,1502.00558v2,2015-02-02T17:22:26Z,Complex-Valued Hough Transforms for Circles,"Marcelo Cicconet, Davi Geiger, Michael Werman",http://arxiv.org/pdf/1502.00558v2,No journal ref found,none,cs.CV,Summary18852,1502.00561v2,2015-02-02T17:33:55Z,Quantum Pairwise Symmetry: Applications in 2D Shape Analysis,"Marcelo Cicconet, Davi Geiger, Michael Werman",http://arxiv.org/pdf/1502.00561v2,No journal ref found,none,cs.CV,Summary18853,1502.00652v1,2015-02-02T21:20:43Z,Learning the Matching Function,"Ľubor Ladický, Christian Häne, Marc Pollefeys",http://arxiv.org/pdf/1502.00652v1,No journal ref found,none,cs.CV,Summary18854,1502.00705v1,2015-02-03T01:48:27Z,Recovery of Piecewise Smooth Images from Few Fourier Samples,"Greg Ongie, Mathews Jacob",http://arxiv.org/pdf/1502.00705v1,No journal ref found,none,cs.CV,Summary18855,1502.00712v1,2015-02-03T02:44:10Z,Deep Boosting: Layered Feature Mining for General Image Classification,"Zhanglin Peng, Liang Lin, Ruimao Zhang, Jing Xu",http://arxiv.org/pdf/1502.00712v1,"Multimedia and Expo (ICME), 2014 IEEE International Conference on , vol., no., pp.1,6, 14-18 July 2014",none,cs.CV,Summary18856,1502.00717v1,2015-02-03T03:00:52Z,Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation,"Hongyuan Zhu, Fanman Meng, Jianfei Cai, Shijian Lu",http://arxiv.org/pdf/1502.00717v1,No journal ref found,none,cs.CV,Summary18857,1502.00723v1,2015-02-03T03:42:10Z,Learning Contour-Fragment-based Shape Model with And-Or Tree Representation,"Liang Lin, Xiaolong Wang, Wei Yang, Jianhuang Lai",http://arxiv.org/pdf/1502.00723v1,"Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on , vol., no., pp.135,142, 16-21 June 2012",none,cs.CV,Summary18858,1502.00739v1,2015-02-03T04:59:41Z,Clothing Co-Parsing by Joint Image Segmentation and Labeling,"Wei Yang, Ping Luo, Liang Lin",http://arxiv.org/pdf/1502.00739v1,"Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on , vol., no., pp.3182,3189, 23-28 June 2014",none,cs.CV,Summary18859,1502.00741v1,2015-02-03T05:14:40Z,Dynamical And-Or Graph Learning for Object Shape Modeling and Detection,"Xiaolong Wang, Liang Lin",http://arxiv.org/pdf/1502.00741v1,"Advances in Neural Information Processing Systems (pp. 242-250), 2014",none,cs.CV,Summary18860,1502.00743v1,2015-02-03T05:35:09Z,Deep Joint Task Learning for Generic Object Extraction,"Xiaolong Wang, Liliang Zhang, Liang Lin, Zhujin Liang, Wangmeng Zuo",http://arxiv.org/pdf/1502.00743v1,"Advances in Neural Information Processing Systems (pp. 523-531), 2014",none,cs.CV,Summary18861,1502.00744v1,2015-02-03T05:45:56Z,Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection,"Xiaolong Wang, Liang Lin, Lichao Huang, Shuicheng Yan",http://arxiv.org/pdf/1502.00744v1,"Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on , vol., no., pp.3334,3341, 23-28 June 2013",none,cs.CV,Summary18862,1502.00749v1,2015-02-03T06:04:14Z,Data-Driven Scene Understanding with Adaptively Retrieved Exemplars,"Xionghao Liu, Wei Yang, Liang Lin, Qing Wang, Zhaoquan Cai, Jianhuang Lai",http://arxiv.org/pdf/1502.00749v1,"MultiMedia, IEEE , vol.PP, no.99, pp.1,1, 2015",none,cs.CV,Summary18863,1502.00750v1,2015-02-03T06:14:30Z,Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model,"Xiaodan Liang, Qingxing Cao, Rui Huang, Liang Lin",http://arxiv.org/pdf/1502.00750v1,"Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on , vol., no., pp.1184-1187, April 2014",none,cs.CV,Summary18864,1502.00836v1,2015-02-03T12:24:40Z,Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints,"Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran",http://arxiv.org/pdf/1502.00836v1,No journal ref found,none,cs.CV,Summary18865,1502.00852v1,2015-02-03T13:05:34Z,Face frontalization for Alignment and Recognition,"Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic",http://arxiv.org/pdf/1502.00852v1,No journal ref found,none,cs.CV,Summary18866,1502.00873v1,2015-02-03T14:28:55Z,DeepID3: Face Recognition with Very Deep Neural Networks,"Yi Sun, Ding Liang, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1502.00873v1,No journal ref found,none,cs.CV,Summary18867,1502.00946v1,2015-02-03T18:17:13Z,Classification of Hyperspectral Imagery on Embedded Grassmannians,"Sofya Chepushtanova, Michael Kirby",http://arxiv.org/pdf/1502.00946v1,No journal ref found,none,cs.CV,Summary18868,1502.01032v1,2015-02-03T21:05:23Z,DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification,"Tiep H. Vu, Hojjat S. Mousavi, Vishal Monga, UK Arvind Rao, Ganesh Rao",http://arxiv.org/pdf/1502.01032v1,No journal ref found,none,cs.CV,Summary18869,1502.01097v2,2015-02-04T05:34:31Z,Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery,"Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang",http://arxiv.org/pdf/1502.01097v2,No journal ref found,none,cs.CV,Summary18870,1502.01199v6,2015-02-04T14:01:38Z,A Multiple-Expert Binarization Framework for Multispectral Images,"Reza Farrahi Moghaddam, Mohamed Cheriet",http://arxiv.org/pdf/1502.01199v6,No journal ref found,none,cs.CV,Summary18871,1502.01228v6,2015-02-04T15:13:04Z,Linear-time Online Action Detection From 3D Skeletal Data Using Bags of Gesturelets,"Moustafa Meshry, Mohamed E. Hussein, Marwan Torki",http://arxiv.org/pdf/1502.01228v6,No journal ref found,none,cs.CV,Summary18872,1502.01423v3,2015-02-05T03:32:19Z,Collaborative Feature Learning from Social Media,"Chen Fang, Hailin Jin, Jianchao Yang, Zhe Lin",http://arxiv.org/pdf/1502.01423v3,No journal ref found,none,cs.CV,Summary18873,1502.01475v1,2015-02-05T09:41:28Z,Fast Constraint Propagation for Image Segmentation,Peng Han,http://arxiv.org/pdf/1502.01475v1,No journal ref found,none,cs.CV,Summary18874,1502.01526v2,2015-02-05T12:58:29Z,Object Proposal with Kernelized Partial Ranking,"Jing Wang, Jie Shen, Ping Li",http://arxiv.org/pdf/1502.01526v2,No journal ref found,none,cs.CV,Summary18875,1502.01540v1,2015-02-05T13:34:48Z,Semantic Embedding Space for Zero-Shot Action Recognition,"Xun Xu, Timothy Hospedales, Shaogang Gong",http://arxiv.org/pdf/1502.01540v1,No journal ref found,none,cs.CV,Summary18876,1502.01761v1,2015-02-05T23:51:16Z,A Framework for Symmetric Part Detection in Cluttered Scenes,"Tom Lee, Sanja Fidler, Alex Levinshtein, Cristian Sminchisescu, Sven Dickinson",http://arxiv.org/pdf/1502.01761v1,No journal ref found,none,cs.CV,Summary18877,1502.01782v1,2015-02-06T03:30:10Z,Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients,"Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell",http://arxiv.org/pdf/1502.01782v1,"Workshop on Machine Learning for Sensory Data Analysis (MLSDA), pp. 19-24, 2014",none,cs.CV,Summary18878,1502.01812v1,2015-02-06T06:36:12Z,Crowded Scene Analysis: A Survey,"Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan",http://arxiv.org/pdf/1502.01812v1,No journal ref found,none,cs.CV,Summary18879,1502.01853v1,2015-02-06T10:45:36Z,Generalized Inpainting Method for Hyperspectral Image Acquisition,"K. Degraux, V. Cambareri, L. Jacques, B. Geelen, C. Blanch, G. Lafruit",http://arxiv.org/pdf/1502.01853v1,No journal ref found,none,cs.CV,Summary18880,1502.02063v2,2015-02-06T21:57:55Z,Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel,"Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori",http://arxiv.org/pdf/1502.02063v2,No journal ref found,none,cs.CV,Summary18881,1502.02092v1,2015-02-07T03:29:10Z,Reflectance Hashing for Material Recognition,"Hang Zhang, Kristin Dana, Ko Nishino",http://arxiv.org/pdf/1502.02092v1,No journal ref found,none,cs.CV,Summary18882,1502.02160v1,2015-02-07T16:40:17Z,"A Survey on Hough Transform, Theory, Techniques and Applications","Allam Shehata Hassanein, Sherien Mohammad, Mohamed Sameer, Mohammad Ehab Ragab",http://arxiv.org/pdf/1502.02160v1,"IJCSI Volume 12, Issue 1, January 2015",none,cs.CV,Summary18883,1502.02171v1,2015-02-07T18:56:35Z,Person Re-identification Meets Image Search,"Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jiahao Bu, Qi Tian",http://arxiv.org/pdf/1502.02171v1,No journal ref found,none,cs.CV,Summary18884,1502.02182v3,2015-02-07T20:24:10Z,Comparison of Algorithms for Compressed Sensing of Magnetic Resonance Images,Jelena Badnjar,http://arxiv.org/pdf/1502.02182v3,No journal ref found,none,cs.CV,Summary18885,1502.02734v3,2015-02-09T23:38:45Z,Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation,"George Papandreou, Liang-Chieh Chen, Kevin Murphy, Alan L. Yuille",http://arxiv.org/pdf/1502.02734v3,No journal ref found,none,cs.CV,Summary18886,1502.02766v3,2015-02-10T03:15:21Z,Multi-view Face Detection Using Deep Convolutional Neural Networks,"Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li",http://arxiv.org/pdf/1502.02766v3,No journal ref found,none,cs.CV,Summary18887,1502.02772v2,2015-02-10T04:01:43Z,A HMAX with LLC for visual recognition,"Kean Hong Lau, Yong Haur Tay, Fook Loong Lo",http://arxiv.org/pdf/1502.02772v2,No journal ref found,none,cs.CV,Summary18888,1502.02905v1,2015-02-10T13:37:49Z,Real Time Implementation of Spatial Filtering On FPGA,Chaitannya Supe,http://arxiv.org/pdf/1502.02905v1,No journal ref found,none,cs.CV,Summary18889,1502.02965v1,2015-02-10T16:13:01Z,Video Primal Sketch: A Unified Middle-Level Representation for Video,"Zhi Han, Zongben Xu, Song-Chun Zhu",http://arxiv.org/pdf/1502.02965v1,No journal ref found,none,cs.CV,Summary18890,1502.03121v1,2015-02-10T21:18:54Z,Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation,"Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret",http://arxiv.org/pdf/1502.03121v1,No journal ref found,none,cs.CV,Summary18891,1502.03240v3,2015-02-11T10:02:50Z,Conditional Random Fields as Recurrent Neural Networks,"Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr",http://arxiv.org/pdf/1502.03240v3,No journal ref found,none,cs.CV,Summary18892,1502.03273v2,2015-02-11T11:57:53Z,Image denoising based on improved data-driven sparse representation,Dai-Qiang Chen,http://arxiv.org/pdf/1502.03273v2,No journal ref found,none,cs.CV,Summary18893,1502.03436v2,2015-02-11T20:56:02Z,An exploration of parameter redundancy in deep networks with circulant projections,"Yu Cheng, Felix X. Yu, Rogerio S. Feris, Sanjiv Kumar, Alok Choudhary, Shih-Fu Chang",http://arxiv.org/pdf/1502.03436v2,No journal ref found,none,cs.CV,Summary18894,1502.03532v2,2015-02-12T04:10:56Z,An equalised global graphical model-based approach for multi-camera object tracking,"Weihua Chen, Lijun Cao, Xiaotang Chen, Kaiqi Huang",http://arxiv.org/pdf/1502.03532v2,No journal ref found,none,cs.CV,Summary18895,1502.03596v1,2015-02-12T10:49:12Z,Towards zero-configuration condition monitoring based on dictionary learning,"Sergio Martin-del-Campo, Fredrik Sandin",http://arxiv.org/pdf/1502.03596v1,No journal ref found,none,cs.CV,Summary18896,1502.03851v1,2015-02-12T22:38:28Z,Discovering Human Interactions in Videos with Limited Data Labeling,"Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se",http://arxiv.org/pdf/1502.03851v1,No journal ref found,none,cs.CV,Summary18897,1502.03913v1,2015-02-13T08:42:00Z,Skeleton Matching based approach for Text Localization in Scene Images,"B. H. Shekar, Smitha M. L",http://arxiv.org/pdf/1502.03913v1,No journal ref found,none,cs.CV,Summary18898,1502.03918v1,2015-02-13T09:08:35Z,Gradient Difference based approach for Text Localization in Compressed domain,"B. H. Shekar, Smitha M. L",http://arxiv.org/pdf/1502.03918v1,No journal ref found,none,cs.CV,Summary18899,1502.04110v2,2015-02-13T20:41:07Z,Modeling Brain Circuitry over a Wide Range of Scales,"Pascal Fua, Graham Knott",http://arxiv.org/pdf/1502.04110v2,No journal ref found,none,cs.CV,Summary18900,1502.04132v1,2015-02-13T21:15:57Z,Long-short Term Motion Feature for Action Classification and Retrieval,"Zhenzhong Lan, Xuanchong Li, Ming Lin, Alexander G. Hauptmann",http://arxiv.org/pdf/1502.04132v1,No journal ref found,none,cs.CV,Summary18901,1502.04204v2,2015-02-14T12:35:12Z,Gray-Level Image Transitions Driven by Tsallis Entropic Index,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1502.04204v2,"International Journal of Sciences 4(2), 16-25, 2015",none,cs.CV,Summary18902,1502.04252v1,2015-02-14T22:15:39Z,Cardiac MR Image Segmentation Techniques: an overview,Tizita Nesibu Shewaye,http://arxiv.org/pdf/1502.04252v1,No journal ref found,none,cs.CV,Summary18903,1502.04272v1,2015-02-15T02:42:56Z,Spatial Stimuli Gradient Sketch Model,"Joshin John Mathew, Alex Pappachen James",http://arxiv.org/pdf/1502.04272v1,"Volume: 22 Issue: 9 On page(s): 1336-1339, 2015",none,cs.CV,Summary18904,1502.04275v1,2015-02-15T02:53:56Z,segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection,"Yukun Zhu, Raquel Urtasun, Ruslan Salakhutdinov, Sanja Fidler",http://arxiv.org/pdf/1502.04275v1,No journal ref found,none,cs.CV,Summary18905,1502.04383v3,2015-02-15T23:25:32Z,A Comprehensive Survey on Pose-Invariant Face Recognition,"Changxing Ding, Dacheng Tao",http://arxiv.org/pdf/1502.04383v3,No journal ref found,none,cs.CV,Summary18906,1502.04499v1,2015-02-16T11:32:00Z,Color Image Enhancement Using the lrgb Coordinates in the Context of Support Fuzzification,Vasile Patrascu,http://arxiv.org/pdf/1502.04499v1,"Romanian Academy Journal, Fuzzy systems and A. I., Reports and Letters, F.S.A.I., Vol.10, Nos. 1-2, pp. 29-40, 2004",none,cs.CV,Summary18907,1502.04500v3,2015-02-16T11:32:34Z,Bi-Level Image Thresholding obtained by means of Kaniadakis Entropy,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1502.04500v3,No journal ref found,none,cs.CV,Summary18908,1502.04569v2,2015-02-16T15:16:25Z,Image Specificity,"Mainak Jas, Devi Parikh",http://arxiv.org/pdf/1502.04569v2,No journal ref found,none,cs.CV,Summary18909,1502.04652v1,2015-02-16T18:15:54Z,Inferring 3D Object Pose in RGB-D Images,"Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik",http://arxiv.org/pdf/1502.04652v1,No journal ref found,none,cs.CV,Summary18910,1502.04658v1,2015-02-16T18:36:31Z,HEp-2 Cell Classification via Fusing Texture and Shape Information,"Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen",http://arxiv.org/pdf/1502.04658v1,No journal ref found,none,cs.CV,Summary18911,1502.04754v3,2015-02-17T00:11:41Z,3D Pose from Detections,"Cosimo Rubino, Marco Crocco, Alessandro Perina, Vittorio Murino, Alessio Del Bue",http://arxiv.org/pdf/1502.04754v3,No journal ref found,none,cs.CV,Summary18912,1502.04824v1,2015-02-17T08:18:00Z,Randomized LU decomposition: An Algorithm for Dictionaries Construction,"Aviv Rotbart, Gil Shabat, Yaniv Shmueli, Amir Averbuch",http://arxiv.org/pdf/1502.04824v1,No journal ref found,none,cs.CV,Summary18913,1502.04981v2,2015-02-17T18:01:13Z,Semi-supervised Segmentation Fusion of Multi-spectral and Aerial Images,Mete Ozay,http://arxiv.org/pdf/1502.04981v2,"Proc. 22nd International Conference on Pattern Recognition, pp. 3839-3844, Stockholm, 2014",none,cs.CV,Summary18914,1502.04983v1,2015-02-17T18:08:53Z,Context Tricks for Cheap Semantic Segmentation,"Thanapong Intharah, Gabriel J. Brostow",http://arxiv.org/pdf/1502.04983v1,No journal ref found,none,cs.CV,Summary18915,1502.05082v3,2015-02-17T22:45:14Z,What makes for effective detection proposals?,"Jan Hosang, Rodrigo Benenson, Piotr Dollár, Bernt Schiele",http://arxiv.org/pdf/1502.05082v3,No journal ref found,none,cs.CV,Summary18916,1502.05137v3,2015-02-18T07:04:04Z,Prediction of Search Targets From Fixations in Open-World Settings,"Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling",http://arxiv.org/pdf/1502.05137v3,No journal ref found,none,cs.CV,Summary18917,1502.05212v1,2015-02-18T13:11:46Z,IAT - Image Annotation Tool: Manual,"Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini",http://arxiv.org/pdf/1502.05212v1,No journal ref found,none,cs.CV,Summary18918,1502.05224v2,2015-02-18T13:41:23Z,Cross-Modality Hashing with Partial Correspondence,"Yun Gu, Haoyang Xue, Jie Yang",http://arxiv.org/pdf/1502.05224v2,No journal ref found,none,cs.CV,Summary18919,1502.05243v2,2015-02-17T12:25:27Z,SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks,"Aalok Gangopadhyay, Shivam Mani Tripathi, Ishan Jindal, Shanmuganathan Raman",http://arxiv.org/pdf/1502.05243v2,No journal ref found,none,cs.CV,Summary18920,1502.05435v1,2015-02-18T22:53:22Z,Fusion of Image Segmentation Algorithms using Consensus Clustering,"Mete Ozay, Fatos T. Yarman Vural, Sanjeev R. Kulkarni, H. Vincent Poor",http://arxiv.org/pdf/1502.05435v1,"20th IEEE International Conference on Image Processing (ICIP), pp. 4049-4053, Melbourne, VIC, 15-18 Sept. 2013",none,cs.CV,Summary18921,1502.05461v1,2015-02-19T04:11:14Z,Visualizing Object Detection Features,"Carl Vondrick, Aditya Khosla, Hamed Pirsiavash, Tomasz Malisiewicz, Antonio Torralba",http://arxiv.org/pdf/1502.05461v1,No journal ref found,none,cs.CV,Summary18922,1502.05565v1,2015-02-19T13:35:06Z,Multi-valued Color Representation Based on Frank t-norm Properties,Vasile Patrascu,http://arxiv.org/pdf/1502.05565v1,No journal ref found,none,cs.CV,Summary18923,1502.05678v2,2015-02-19T19:47:27Z,VIP: Finding Important People in Images,"Clint Solomon Mathialagan, Andrew C. Gallagher, Dhruv Batra",http://arxiv.org/pdf/1502.05678v2,No journal ref found,none,cs.CV,Summary18924,1502.05689v2,2015-02-19T20:26:35Z,Unsupervised Network Pretraining via Encoding Human Design,"Ming-Yu Liu, Arun Mallya, Oncel C. Tuzel, Xi Chen",http://arxiv.org/pdf/1502.05689v2,No journal ref found,none,cs.CV,Summary18925,1502.05742v3,2015-02-19T22:49:37Z,Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images,"Ahmadreza Baghaie, Roshan M. Dsouza, Zeyun Yu",http://arxiv.org/pdf/1502.05742v3,No journal ref found,none,cs.CV,Summary18926,1502.05803v3,2015-02-20T08:57:31Z,Visual object tracking performance measures revisited,"Luka Čehovin, Aleš Leonardis, Matej Kristan",http://arxiv.org/pdf/1502.05803v3,"IEEE Transactions on Image Processing (March 2016), 1261 - 1274",none,cs.CV,Summary18927,1502.05840v1,2015-02-20T11:45:25Z,A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting,"Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen Chu",http://arxiv.org/pdf/1502.05840v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence 38(6) 2016, page 1228 - 1242",none,cs.CV,Summary18928,1502.05908v2,2015-02-20T15:39:42Z,Learning Descriptors for Object Recognition and 3D Pose Estimation,"Paul Wohlhart, Vincent Lepetit",http://arxiv.org/pdf/1502.05908v2,No journal ref found,none,cs.CV,Summary18929,1502.05928v1,2015-02-20T16:51:19Z,Supervised Dictionary Learning and Sparse Representation-A Review,"Mehrdad J. Gangeh, Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel",http://arxiv.org/pdf/1502.05928v1,No journal ref found,none,cs.CV,Summary18930,1502.06073v2,2015-02-21T07:00:01Z,Study on Sparse Representation based Classification for Biometric Verification,"Zengxi Huang, Yiguang Liu, Xiaoming Wang, Jinrong Hu",http://arxiv.org/pdf/1502.06073v2,No journal ref found,none,cs.CV,Summary18931,1502.06075v1,2015-02-21T07:10:02Z,A new network-based algorithm for human activity recognition in video,"Weiyao Lin, Yuanzhe Chen, Jianxin Wu, Hanli Wang, Bin Sheng, Hongxiang Li",http://arxiv.org/pdf/1502.06075v1,"IEEE Trans. Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 826-841, 2014",none,cs.CV,Summary18932,1502.06076v1,2015-02-21T07:22:07Z,A Heat-Map-based Algorithm for Recognizing Group Activities in Videos,"Weiyao Lin, Hang Chu, Jianxin Wu, Bin Sheng, Zhenzhong Chen",http://arxiv.org/pdf/1502.06076v1,"IEEE Trans. Circuits and Systems for Video Technology, vol. 23, no. 11, pp. 1980-1992, 2013",none,cs.CV,Summary18933,1502.06108v3,2015-02-21T15:25:40Z,"Dont Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks","Xiao Lin, Devi Parikh",http://arxiv.org/pdf/1502.06108v3,No journal ref found,none,cs.CV,Summary18934,1502.06219v1,2015-02-22T12:32:18Z,Video Text Localization with an emphasis on Edge Features,"B. H. Shekar, Smitha M. L.",http://arxiv.org/pdf/1502.06219v1,No journal ref found,none,cs.CV,Summary18935,1502.06235v1,2015-02-22T14:54:02Z,Spatio-temporal Video Parsing for Abnormality Detection,"Borislav Antić, Björn Ommer",http://arxiv.org/pdf/1502.06235v1,No journal ref found,none,cs.CV,Summary18936,1502.06260v1,2015-02-22T19:10:31Z,Compressive Hyperspectral Imaging with Side Information,"Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David Brady, Lawrence Carin",http://arxiv.org/pdf/1502.06260v1,No journal ref found,none,cs.CV,Summary18937,1502.06344v1,2015-02-23T08:47:37Z,Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding,"Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1502.06344v1,No journal ref found,none,cs.CV,Summary18938,1502.06556v1,2015-02-23T19:11:12Z,"Shannon, Tsallis and Kaniadakis entropies in bi-level image thresholding",Amelia Carolina Sparavigna,http://arxiv.org/pdf/1502.06556v1,"International Journal of Sciences 4(2), 35-43, 2015",none,cs.CV,Summary18939,1502.06648v2,2015-02-23T22:48:17Z,Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data,"Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele",http://arxiv.org/pdf/1502.06648v2,No journal ref found,none,cs.CV,Summary18940,1502.06703v1,2015-02-24T07:46:34Z,Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos,"B. H. Shekar, Smitha M. L., P. Shivakumara",http://arxiv.org/pdf/1502.06703v1,No journal ref found,none,cs.CV,Summary18941,1502.06796v1,2015-02-24T13:10:32Z,Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network,"Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han",http://arxiv.org/pdf/1502.06796v1,No journal ref found,none,cs.CV,Summary18942,1502.06807v2,2015-02-24T13:39:55Z,Hands Deep in Deep Learning for Hand Pose Estimation,"Markus Oberweger, Paul Wohlhart, Vincent Lepetit",http://arxiv.org/pdf/1502.06807v2,"In Proceedings of 20th Computer Vision Winter Workshop (CVWW) 2015, pp. 21-30",none,cs.CV,Summary18943,1502.07243v1,2014-12-08T17:44:30Z,Real-Time System of Hand Detection And Gesture Recognition In Cyber Presence Interactive System For E-Learning,"Bousaaid Mourad, Ayaou Tarik, Afdel Karim, Estraillier Pascal",http://arxiv.org/pdf/1502.07243v1,"Journal of Engineering Research and Applications Vol. 4, Issue 9 (Version 1), September 2014, pp.1-5",none,cs.CV,Summary18944,1502.07411v6,2015-02-26T01:26:22Z,Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields,"Fayao Liu, Chunhua Shen, Guosheng Lin, Ian Reid",http://arxiv.org/pdf/1502.07411v6,No journal ref found,none,cs.CV,Summary18945,1502.07423v2,2015-02-26T03:59:36Z,Connections Between Nuclear Norm and Frobenius Norm Based Representations,"Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang",http://arxiv.org/pdf/1502.07423v2,No journal ref found,none,cs.CV,Summary18946,1502.07453v1,2015-02-26T06:20:44Z,A Holistic Approach for Modeling and Synthesis of Image Processing Applications for Heterogeneous Computing Architectures,"Christian Hartmann, Anna Yupatova, Marc Reichenbach, Dietmar Fey, Reinhard German",http://arxiv.org/pdf/1502.07453v1,No journal ref found,none,cs.CV,Summary18947,1502.07540v1,2015-02-26T13:18:09Z,A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks,"Anupama Ray, Sai Rajeswar, Santanu Chaudhury",http://arxiv.org/pdf/1502.07540v1,No journal ref found,none,cs.CV,Summary18948,1502.07643v3,2015-02-26T17:31:15Z,Dynamic Belief Fusion for Object Detection,Ryan Robinson,http://arxiv.org/pdf/1502.07643v3,No journal ref found,none,cs.CV,Summary18949,1502.07770v3,2015-02-26T21:36:07Z,Total variation on a tree,"Vladimir Kolmogorov, Thomas Pock, Michal Rolinek",http://arxiv.org/pdf/1502.07770v3,No journal ref found,none,cs.CV,Summary18950,1502.07781v1,2015-02-26T22:37:01Z,The conjugated null space method of blind PSF estimation and deconvolution optimization,"Yuriy A. Bunyak, Roman N. Kvetnyy, Olga Yu. Sofina",http://arxiv.org/pdf/1502.07781v1,No journal ref found,none,cs.CV,Summary18951,1502.07802v1,2015-02-27T02:04:57Z,Modelling Local Deep Convolutional Neural Network Features to Improve Fine-Grained Image Classification,"ZongYuan Ge, Chris McCool, Conrad Sanderson, Peter Corke",http://arxiv.org/pdf/1502.07802v1,No journal ref found,none,cs.CV,Summary18952,1502.08040v2,2015-02-27T20:03:06Z,DistancePPG: Robust non-contact vital signs monitoring using a camera,"Mayank Kumar, Ashok Veeraraghavan, Ashutosh Sabharval",http://arxiv.org/pdf/1502.08040v2,No journal ref found,none,cs.CV,Summary18953,1503.00072v1,2015-02-28T06:09:17Z,DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking,"Hanxi Li, Yi Li, Fatih Porikli",http://arxiv.org/pdf/1503.00072v1,No journal ref found,none,cs.CV,Summary18954,1503.00090v1,2015-02-28T07:24:08Z,Improved Image Deblurring based on Salient-region Segmentation,"Chongyang Zhang, Weiyao Lin, Wei Li, Bing Zhou, Jun Xie, Jijia Li",http://arxiv.org/pdf/1503.00090v1,"Signal Processing: Image Communication, vol. 28, no. 9, pp. 1171-1186, 2013",none,cs.CV,Summary18955,1503.00488v3,2015-03-02T11:50:42Z,Graphical Representation for Heterogeneous Face Recognition,"Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li",http://arxiv.org/pdf/1503.00488v3,No journal ref found,none,cs.CV,Summary18956,1503.00591v1,2015-03-02T16:17:06Z,Deep Transfer Network: Unsupervised Domain Adaptation,"Xu Zhang, Felix Xinnan Yu, Shih-Fu Chang, Shengjin Wang",http://arxiv.org/pdf/1503.00591v1,No journal ref found,none,cs.CV,Summary18957,1503.00593v3,2015-03-02T16:22:51Z,Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal,"Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce",http://arxiv.org/pdf/1503.00593v3,No journal ref found,none,cs.CV,Summary18958,1503.00769v1,2015-03-02T21:58:53Z,Grouping and Recognition of Dot Patterns with Straight Offset Polygons,Toshiro Kubota,http://arxiv.org/pdf/1503.00769v1,No journal ref found,none,cs.CV,Summary18959,1503.00783v2,2015-03-02T23:59:50Z,Joint calibration of Ensemble of Exemplar SVMs,"Davide Modolo, Alexander Vezhnevets, Olga Russakovsky, Vittorio Ferrari",http://arxiv.org/pdf/1503.00783v2,No journal ref found,none,cs.CV,Summary18960,1503.00787v1,2015-03-03T00:20:58Z,Context Forest for efficient object detection with large mixture models,"Davide Modolo, Alexander Vezhnevets, Vittorio Ferrari",http://arxiv.org/pdf/1503.00787v1,No journal ref found,none,cs.CV,Summary18961,1503.00848v4,2015-03-03T07:58:22Z,Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation,"Jordi Pont-Tuset, Pablo Arbelaez, Jonathan T. Barron, Ferran Marques, Jitendra Malik",http://arxiv.org/pdf/1503.00848v4,No journal ref found,none,cs.CV,Summary18962,1503.00949v3,2015-03-03T14:06:02Z,Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning,"Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid",http://arxiv.org/pdf/1503.00949v3,No journal ref found,none,cs.CV,Summary18963,1503.01138v3,2015-03-03T21:48:48Z,Learning Super-Resolution Jointly from External and Internal Examples,"Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang",http://arxiv.org/pdf/1503.01138v3,No journal ref found,none,cs.CV,Summary18964,1503.01224v2,2015-03-04T05:18:18Z,Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition,"Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen",http://arxiv.org/pdf/1503.01224v2,No journal ref found,none,cs.CV,Summary18965,1503.01313v3,2015-03-04T14:12:17Z,A Novel Performance Evaluation Methodology for Single-Target Trackers,"Matej Kristan, Jiri Matas, Ales Leonardis, Tomas Vojir, Roman Pflugfelder, Gustavo Fernandez, Georg Nebehay, Fatih Porikli, Luka Cehovin",http://arxiv.org/pdf/1503.01313v3,No journal ref found,none,cs.CV,Summary18966,1503.01508v1,2015-03-05T01:51:12Z,Do We Need More Training Data?,"Xiangxin Zhu, Carl Vondrick, Charless Fowlkes, Deva Ramanan",http://arxiv.org/pdf/1503.01508v1,No journal ref found,none,cs.CV,Summary18967,1503.01531v1,2015-03-05T04:07:46Z,Spectral Clustering by Ellipsoid and Its Connection to Separable Nonnegative Matrix Factorization,Tomohiko Mizutani,http://arxiv.org/pdf/1503.01531v1,No journal ref found,none,cs.CV,Summary18968,1503.01532v1,2015-03-05T04:07:56Z,Deep Temporal Appearance-Geometry Network for Facial Expression Recognition,"Heechul Jung, Sihaeng Lee, Sunjeong Park, Injae Lee, Chunghyun Ahn, Junmo Kim",http://arxiv.org/pdf/1503.01532v1,No journal ref found,none,cs.CV,Summary18969,1503.01543v1,2015-03-05T05:25:57Z,Learning to rank in person re-identification with metric ensembles,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1503.01543v1,No journal ref found,none,cs.CV,Summary18970,1503.01557v3,2015-03-05T07:06:02Z,Supervised Discrete Hashing,"Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen",http://arxiv.org/pdf/1503.01557v3,No journal ref found,none,cs.CV,Summary18971,1503.01640v2,2015-03-05T14:06:53Z,BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation,"Jifeng Dai, Kaiming He, Jian Sun",http://arxiv.org/pdf/1503.01640v2,No journal ref found,none,cs.CV,Summary18972,1503.01646v1,2015-03-05T14:33:58Z,Video-Based Facial Expression Recognition Using Local Directional Binary Pattern,"Sahar Hooshmand, Ali Jamali Avilaq, Amir Hossein Rezaie",http://arxiv.org/pdf/1503.01646v1,No journal ref found,none,cs.CV,Summary18973,1503.01657v1,2015-03-05T15:12:28Z,Color Image Classification via Quaternion Principal Component Analysis Network,"Rui Zeng, Jiasong Wu, Zhuhong Shao, Yang Chen, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1503.01657v1,No journal ref found,none,cs.CV,Summary18974,1503.01832v2,2015-03-06T02:14:14Z,Linear Global Translation Estimation with Feature Tracks,"Zhaopeng Cui, Nianjuan Jiang, Chengzhou Tang, Ping Tan",http://arxiv.org/pdf/1503.01832v2,No journal ref found,none,cs.CV,Summary18975,1503.01868v4,2015-03-06T08:00:43Z,Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements,"Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu",http://arxiv.org/pdf/1503.01868v4,No journal ref found,none,cs.CV,Summary18976,1503.01918v1,2015-03-06T11:21:07Z,Fast image-based obstacle detection from unmanned surface vehicles,"Matej Kristan, Vildana Sulic, Stanislav Kovacic, Janez Pers",http://arxiv.org/pdf/1503.01918v1,No journal ref found,none,cs.CV,Summary18977,1503.01986v2,2015-03-06T15:19:19Z,Convex Color Image Segmentation with Optimal Transport Distances,"Julien Rabin, Nicolas Papadakis",http://arxiv.org/pdf/1503.01986v2,No journal ref found,none,cs.CV,Summary18978,1503.02041v2,2015-03-06T19:41:09Z,On the Invariance of Dictionary Learning and Sparse Representation to Projecting Data to a Discriminative Space,"Mehrdad J. Gangeh, Ali Ghodsi",http://arxiv.org/pdf/1503.02041v2,No journal ref found,none,cs.CV,Summary18979,1503.02090v1,2015-03-06T21:20:15Z,Band selection in RKHS for fast nonlinear unmixing of hyperspectral images,"T. Imbiriba, J. C. M. Bermudez, C. Richard, J. -Y. Tourneret",http://arxiv.org/pdf/1503.02090v1,No journal ref found,none,cs.CV,Summary18980,1503.02136v1,2015-03-07T07:38:17Z,An Improved Image Mosaicing Algorithm for Damaged Documents,"Waheeda Dhokley, Khan Munifa, Shaikh Nazia, Shaikh Saiqua",http://arxiv.org/pdf/1503.02136v1,"IJASCSE, Volume 4, Issue 2, 2015",none,cs.CV,Summary18981,1503.02291v3,2015-03-08T16:11:50Z,TED: A Tolerant Edit Distance for Segmentation Evaluation,"Jan Funke, Francesc Moreno-Noguer, Albert Cardona, Matthew Cook",http://arxiv.org/pdf/1503.02291v3,No journal ref found,none,cs.CV,Summary18982,1503.02330v1,2015-03-08T21:57:49Z,Fitting 3D Morphable Models using Local Features,"Patrik Huber, Zhen-Hua Feng, William Christmas, Josef Kittler, Matthias Rätsch",http://arxiv.org/pdf/1503.02330v1,"Proceedings of the IEEE International Conference on Image Processing (ICIP) 2015, pages 1195-1199",none,cs.CV,Summary18983,1503.02391v1,2015-03-09T08:14:12Z,Deep Human Parsing with Active Template Regression,"Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1503.02391v1,No journal ref found,none,cs.CV,Summary18984,1503.02445v3,2015-03-09T12:14:42Z,Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification,"Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal Mian",http://arxiv.org/pdf/1503.02445v3,No journal ref found,none,cs.CV,Summary18985,1503.02466v1,2015-03-09T13:15:05Z,Brain Tumor Segmentation: A Comparative Analysis,"Muhammad Ali Qadar, Yan Zhaowen",http://arxiv.org/pdf/1503.02466v1,"Muhammad Ali Qadar, Yan Zhaowen, Brain Tumor Segmentation: A Comparative Analysis, IJCSI International Journal of Computer Science Issues, Volume 11, Issue 6, No 1, November 2014,1694-0784",none,cs.CV,Summary18986,1503.02619v2,2015-03-09T18:59:18Z,MODS: Fast and Robust Method for Two-View Matching,"Dmytro Mishkin, Jiri Matas, Michal Perdoch",http://arxiv.org/pdf/1503.02619v2,No journal ref found,none,cs.CV,Summary18987,1503.02675v2,2015-03-09T20:18:19Z,Global 6DOF Pose Estimation from Untextured 2D City Models,"Clemens Arth, Christian Pirchheim, Jonathan Ventura, Vincent Lepetit",http://arxiv.org/pdf/1503.02675v2,No journal ref found,none,cs.CV,Summary18988,1503.02725v2,2015-03-09T23:05:26Z,Deep Hierarchical Parsing for Semantic Segmentation,"Abhishek Sharma, Oncel Tuzel, David W. Jacobs",http://arxiv.org/pdf/1503.02725v2,No journal ref found,none,cs.CV,Summary18989,1503.02727v2,2015-03-09T23:08:44Z,Video Compressive Sensing for Spatial Multiplexing Cameras using Motion-Flow Models,"Aswin C. Sankaranarayanan, Lina Xu, Christoph Studer, Yun Li, Kevin Kelly, Richard G. Baraniuk",http://arxiv.org/pdf/1503.02727v2,No journal ref found,none,cs.CV,Summary18990,1503.03187v2,2015-03-11T06:21:39Z,"Simple, Accurate, and Robust Nonparametric Blind Super-Resolution","Wen-Ze Shao, Michael Elad",http://arxiv.org/pdf/1503.03187v2,No journal ref found,none,cs.CV,Summary18991,1503.03191v2,2015-03-11T06:37:40Z,A model-based approach to recovering the structure of a plant from images,"Ben Ward, John Bastian, Anton van den Hengel, Daniel Pooley, Rajendra Bari, Bettina Berger, Mark Tester",http://arxiv.org/pdf/1503.03191v2,No journal ref found,none,cs.CV,Summary18992,1503.03270v1,2015-03-11T10:58:25Z,A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine,"Vandna Bhalla, Santanu Chaudhury, Arihant Jain",http://arxiv.org/pdf/1503.03270v1,No journal ref found,none,cs.CV,Summary18993,1503.03278v3,2015-03-11T11:30:04Z,Stochastic Texture Difference for Scale-Dependent Data Analysis,"Nicolas Brodu, Hussein Yahia",http://arxiv.org/pdf/1503.03278v3,No journal ref found,none,cs.CV,Summary18994,1503.03429v3,2015-03-11T17:37:22Z,Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture,"Dat Tien Ngo, Sanghuyk Park, Anne Jorstad, Alberto Crivellaro, Chang Yoo, Pascal Fua",http://arxiv.org/pdf/1503.03429v3,No journal ref found,none,cs.CV,Summary18995,1503.03621v2,2015-03-12T08:09:13Z,Designing A Composite Dictionary Adaptively From Joint Examples,"Zhangyang Wang, Yingzhen Yang, Jianchao Yang, Thomas S. Huang",http://arxiv.org/pdf/1503.03621v2,No journal ref found,none,cs.CV,Summary18996,1503.03637v3,2015-03-12T09:16:11Z,On Computing the Translations Norm in the Epipolar Graph,"Federica Arrigoni, Beatrice Rossi, Andrea Fusiello",http://arxiv.org/pdf/1503.03637v3,"Proceedings of the 2015 International Conference on 3D Vision, pp. 300-308",none,cs.CV,Summary18997,1503.03741v1,2015-03-12T14:30:51Z,2D Face Recognition System Based on Selected Gabor Filters and Linear Discriminant Analysis LDA,"Samir F. Hafez, Mazen M. Selim, Hala H. Zayed",http://arxiv.org/pdf/1503.03741v1,No journal ref found,none,cs.CV,Summary18998,1503.03771v1,2015-03-12T15:33:09Z,Learning to Detect Vehicles by Clustering Appearance Patterns,"Eshed Ohn-Bar, Mohan M. Trivedi",http://arxiv.org/pdf/1503.03771v1,No journal ref found,none,cs.CV,Summary18999,1503.03832v3,2015-03-12T18:10:53Z,FaceNet: A Unified Embedding for Face Recognition and Clustering,"Florian Schroff, Dmitry Kalenichenko, James Philbin",http://arxiv.org/pdf/1503.03832v3,No journal ref found,none,cs.CV,Summary19000,1503.03913v1,2015-03-12T23:20:30Z,Diagnosing Heterogeneous Dynamics for CT Scan Images of Human Brain in Wavelet and MFDFA domain,"Sabyasachi Mukhopadhyay, Soham Mandal, Nandan K Das, Subhadip Dey, Asish Mitra, Nirmalya Ghosh, Prasanta K Panigrahi",http://arxiv.org/pdf/1503.03913v1,No journal ref found,none,cs.CV,Summary19001,1503.04036v1,2015-03-13T12:30:34Z,Characterizing driving behavior using automatic visual analysis,"Mrinal Haloi, Dinesh Babu Jayagopi",http://arxiv.org/pdf/1503.04036v1,No journal ref found,none,cs.CV,Summary19002,1503.04065v1,2015-03-13T13:49:26Z,Hybrid multi-layer Deep CNN/Aggregator feature for image classification,"Praveen Kulkarni, Joaquin Zepeda, Frederic Jurie, Patrick Perez, Louis Chevallier",http://arxiv.org/pdf/1503.04065v1,No journal ref found,none,cs.CV,Summary19003,1503.04115v1,2015-03-13T15:45:11Z,Sparse Code Formation with Linear Inhibition,Nam Do-Hoang Le,http://arxiv.org/pdf/1503.04115v1,No journal ref found,none,cs.CV,Summary19004,1503.04144v3,2015-03-13T17:00:53Z,Exploiting Image-trained CNN Architectures for Unconstrained Video Classification,"Shengxin Zha, Florian Luisier, Walter Andrews, Nitish Srivastava, Ruslan Salakhutdinov",http://arxiv.org/pdf/1503.04144v3,No journal ref found,none,cs.CV,Summary19005,1503.04265v1,2015-03-14T04:24:23Z,A Dictionary-based Approach for Estimating Shape and Spatially-Varying Reflectance,"Zhuo Hui, Aswin C. Sankaranarayanan",http://arxiv.org/pdf/1503.04265v1,No journal ref found,none,cs.CV,Summary19006,1503.04267v1,2015-03-14T04:36:07Z,LiSens --- A Scalable Architecture for Video Compressive Sensing,"Jian Wang, Mohit Gupta, Aswin C. Sankaranarayanan",http://arxiv.org/pdf/1503.04267v1,No journal ref found,none,cs.CV,Summary19007,1503.04444v2,2015-03-15T16:05:24Z,Pattern Recognition of Bearing Faults using Smoother Statistical Features,"Muhammad Masood Tahir, Ayyaz Hussain",http://arxiv.org/pdf/1503.04444v2,No journal ref found,none,cs.CV,Summary19008,1503.04598v2,2015-03-16T10:51:08Z,PiMPeR: Piecewise Dense 3D Reconstruction from Multi-View and Multi-Illumination Images,"Reza Sabzevari, Vittori Murino, Alessio Del Bue",http://arxiv.org/pdf/1503.04598v2,No journal ref found,none,cs.CV,Summary19009,1503.04643v2,2015-03-16T13:42:09Z,Template-based Monocular 3D Shape Recovery using Laplacian Meshes,"Dat Tien Ngo, Jonas Ostlund, Pascal Fua",http://arxiv.org/pdf/1503.04643v2,No journal ref found,none,cs.CV,Summary19010,1503.04949v3,2015-03-17T08:43:57Z,"Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks","Varun Jampani, Martin Kiefel, Peter V. Gehler",http://arxiv.org/pdf/1503.04949v3,No journal ref found,none,cs.CV,Summary19011,1503.05038v1,2015-03-17T13:34:22Z,3D Object Class Detection in the Wild,"Bojan Pepik, Michael Stark, Peter Gehler, Tobias Ritschel, Bernt Schiele",http://arxiv.org/pdf/1503.05038v1,No journal ref found,none,cs.CV,Summary19012,1503.05430v3,2015-03-18T14:38:00Z,What Properties are Desirable from an Electron Microscopy Segmentation Algorithm,Toufiq Parag,http://arxiv.org/pdf/1503.05430v3,No journal ref found,none,cs.CV,Summary19013,1503.05521v1,2015-03-18T18:20:24Z,Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images,"Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret",http://arxiv.org/pdf/1503.05521v1,No journal ref found,none,cs.CV,Summary19014,1503.05689v1,2015-03-19T10:08:37Z,Edge Detection: A Collection of Pixel based Approach for Colored Images,"B. O Sadiq, S. M Sani, S Garba",http://arxiv.org/pdf/1503.05689v1,No journal ref found,none,cs.CV,Summary19015,1503.05692v1,2015-03-19T10:18:05Z,An approach to improving edge detection for facial and remotely sensed images using vector order statistics,"B O. Sadiq, S. M. Sani, S. Garba",http://arxiv.org/pdf/1503.05692v1,No journal ref found,none,cs.CV,Summary19016,1503.05767v1,2015-03-19T13:58:15Z,Automatic Pollen Grain and Exine Segmentation from Microscope Images,"François Chung, Tomás Rodríguez",http://arxiv.org/pdf/1503.05767v1,No journal ref found,none,cs.CV,Summary19017,1503.05768v2,2015-03-19T14:01:42Z,On learning optimized reaction diffusion processes for effective image restoration,"Yunjin Chen, Wei Yu, Thomas Pock",http://arxiv.org/pdf/1503.05768v2,No journal ref found,none,cs.CV,Summary19018,1503.05786v1,2015-03-19T14:44:29Z,A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images,"François Chung, Tomás Rodríguez",http://arxiv.org/pdf/1503.05786v1,No journal ref found,none,cs.CV,Summary19019,1503.05830v1,2015-03-19T16:30:10Z,Sign Language Fingerspelling Classification from Depth and Color Images using a Deep Belief Network,"Lucas Rioux-Maldague, Philippe Giguère",http://arxiv.org/pdf/1503.05830v1,No journal ref found,none,cs.CV,Summary19020,1503.05860v2,2015-03-19T17:59:57Z,Building Statistical Shape Spaces for 3D Human Modeling,"Leonid Pishchulin, Stefanie Wuhrer, Thomas Helten, Christian Theobalt, Bernt Schiele",http://arxiv.org/pdf/1503.05860v2,No journal ref found,none,cs.CV,Summary19021,1503.06275v1,2015-03-21T07:36:47Z,Skin Detection of Animation Characters,"Kazi Tanvir Ahmed Siddiqui, Abu Wasif",http://arxiv.org/pdf/1503.06275v1,No journal ref found,none,cs.CV,Summary19022,1503.06323v1,2015-03-21T17:09:40Z,Wavelet based approach for tissue fractal parameter measurement: Pre cancer detection,"Sabyasachi Mukhopadhyay, Nandan K. Das, Soham Mandal, Sawon Pratiher, Asish Mitra, Asima Pradhan, Nirmalya Ghosh, Prasanta K. Panigrahi",http://arxiv.org/pdf/1503.06323v1,No journal ref found,none,cs.CV,Summary19023,1503.06465v2,2015-03-22T19:26:57Z,Lifting Object Detection Datasets into 3D,"Joao Carreira, Sara Vicente, Lourdes Agapito, Jorge Batista",http://arxiv.org/pdf/1503.06465v2,No journal ref found,none,cs.CV,Summary19024,1503.06642v1,2015-03-23T14:09:09Z,Superpixelizing Binary MRF for Image Labeling Problems,"Junyan Wang, Sai-Kit Yeung",http://arxiv.org/pdf/1503.06642v1,No journal ref found,none,cs.CV,Summary19025,1503.06643v1,2015-03-23T14:10:44Z,A novel pLSA based Traffic Signs Classification System,Mrinal Haloi,http://arxiv.org/pdf/1503.06643v1,No journal ref found,none,cs.CV,Summary19026,1503.06648v1,2015-03-23T14:14:10Z,Vehicle Local Position Estimation System,"Mrinal Haloi, Dinesh Babu Jayagopi",http://arxiv.org/pdf/1503.06648v1,No journal ref found,none,cs.CV,Summary19027,1503.06680v2,2015-01-29T21:27:49Z,Structural Similarity Index SSIMplified: Is there really a simpler concept at the heart of image quality measurement?,Kieran Gerard Larkin,http://arxiv.org/pdf/1503.06680v2,No journal ref found,none,cs.CV,Summary19028,1503.06699v2,2015-03-23T16:08:08Z,Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories,"Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava",http://arxiv.org/pdf/1503.06699v2,No journal ref found,none,cs.CV,Summary19029,1503.06813v2,2015-03-23T20:05:36Z,Factorization of View-Object Manifolds for Joint Object Recognition and Pose Estimation,"Haopeng Zhang, Tarek El-Gaaly, Ahmed Elgammal, Zhiguo Jiang",http://arxiv.org/pdf/1503.06813v2,No journal ref found,none,cs.CV,Summary19030,1503.06917v1,2015-03-24T05:25:45Z,Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector,"Qiang Zhang, Yilin Wang, Baoxin Li",http://arxiv.org/pdf/1503.06917v1,No journal ref found,none,cs.CV,Summary19031,1503.07297v1,2015-03-25T07:16:35Z,A Brief Survey of Recent Edge-Preserving Smoothing Algorithms on Digital Images,"Chandrajit Pal, Amlan Chakrabarti, Ranjan Ghosh",http://arxiv.org/pdf/1503.07297v1,No journal ref found,none,cs.CV,Summary19032,1503.07384v1,2015-03-25T14:16:21Z,Compressed sensing MRI using masked DCT and DFT measurements,"Elma Hot, Petar Sekulić",http://arxiv.org/pdf/1503.07384v1,No journal ref found,none,cs.CV,Summary19033,1503.07460v1,2015-01-30T15:05:12Z,RANSAC based three points algorithm for ellipse fitting of spherical objects projection,Shenghui Xu,http://arxiv.org/pdf/1503.07460v1,No journal ref found,none,cs.CV,Summary19034,1503.07697v1,2015-03-26T11:51:14Z,Robust Eye Centers Localization with Zero--Crossing Encoded Image Projections,"Laura Florea, Corneliu Florea, Constantin Vertan",http://arxiv.org/pdf/1503.07697v1,No journal ref found,none,cs.CV,Summary19035,1503.07706v1,2015-03-26T12:32:20Z,Pain Intensity Estimation by a Self--Taught Selection of Histograms of Topographical Features,"Corneliu Florea, Laura Florea, Raluca Boia, Alessandra Bandrabur, Constantin Vertan",http://arxiv.org/pdf/1503.07706v1,No journal ref found,none,cs.CV,Summary19036,1503.07783v1,2015-03-26T16:55:19Z,Towards Learning free Naive Bayes Nearest Neighbor-based Domain Adaptation,"Faraz Saeedan, Barbara Caputo",http://arxiv.org/pdf/1503.07783v1,No journal ref found,none,cs.CV,Summary19037,1503.08223v1,2015-03-27T20:29:50Z,"A System View of the Recognition and Interpretation of Observed Human Shape, Pose and Action",David W. Arathorn,http://arxiv.org/pdf/1503.08223v1,No journal ref found,none,cs.CV,Summary19038,1503.08263v1,2015-03-28T04:05:09Z,CRF Learning with CNN Features for Image Segmentation,"Fayao Liu, Guosheng Lin, Chunhua Shen",http://arxiv.org/pdf/1503.08263v1,No journal ref found,none,cs.CV,Summary19039,1503.08596v2,2015-03-30T08:48:08Z,Fast Optimal Transport Averaging of Neuroimaging Data,"Alexandre Gramfort, Gabriel Peyré, Marco Cuturi",http://arxiv.org/pdf/1503.08596v2,No journal ref found,none,cs.CV,Summary19040,1503.08663v3,2015-03-30T13:21:09Z,Visual Saliency Based on Multiscale Deep Features,"Guanbin Li, Yizhou Yu",http://arxiv.org/pdf/1503.08663v3,No journal ref found,none,cs.CV,Summary19041,1503.08677v2,2015-03-30T14:04:34Z,Label-Embedding for Image Classification,"Zeynep Akata, Florent Perronnin, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1503.08677v2,No journal ref found,none,cs.CV,Summary19042,1503.08843v1,2015-03-30T20:17:23Z,Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images,"Peng Sun, James K. Min, Guanglei Xiong",http://arxiv.org/pdf/1503.08843v1,No journal ref found,none,cs.CV,Summary19043,1503.08853v1,2015-03-30T21:07:53Z,Reconciling saliency and object center-bias hypotheses in explaining free-viewing fixations,"Ali Borji, James Tanner",http://arxiv.org/pdf/1503.08853v1,No journal ref found,none,cs.CV,Summary19044,1503.08909v2,2015-03-31T04:34:12Z,Beyond Short Snippets: Deep Networks for Video Classification,"Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici",http://arxiv.org/pdf/1503.08909v2,No journal ref found,none,cs.CV,Summary19045,1504.00045v1,2015-03-31T21:18:18Z,"Weakly Supervised Learning of Objects, Attributes and their Associations","Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang",http://arxiv.org/pdf/1504.00045v1,No journal ref found,none,cs.CV,Summary19046,1504.01013v4,2015-04-04T14:26:23Z,Efficient piecewise training of deep structured models for semantic segmentation,"Guosheng Lin, Chunhua Shen, Anton van dan Hengel, Ian Reid",http://arxiv.org/pdf/1504.01013v4,No journal ref found,none,cs.CV,Summary19047,1504.01124v3,2015-04-05T13:56:00Z,Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking,"Amit Kumar K. C., Laurent Jacques, Christophe De Vleeschouwer",http://arxiv.org/pdf/1504.01124v3,No journal ref found,none,cs.CV,Summary19048,1504.01220v1,2015-04-06T07:20:02Z,Matching-CNN Meets KNN: Quasi-Parametric Human Parsing,"Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan",http://arxiv.org/pdf/1504.01220v1,No journal ref found,none,cs.CV,Summary19049,1504.01420v1,2015-04-06T21:27:45Z,Knowledge driven Offline to Online Script Conversion,"Sunil Kopparapu, Devanuj, Akhilesh Srivastava, P. V. S. Rao",http://arxiv.org/pdf/1504.01420v1,No journal ref found,none,cs.CV,Summary19050,1504.01441v3,2015-04-07T00:29:54Z,Locally Non-rigid Registration for Mobile HDR Photography,"Orazio Gallo, Alejandro Troccoli, Jun Hu, Kari Pulli, Jan Kautz",http://arxiv.org/pdf/1504.01441v3,No journal ref found,none,cs.CV,Summary19051,1504.01476v1,2015-04-07T05:25:42Z,Mobile Phone Based Vehicle License Plate Recognition for Road Policing,"Lajish V. L., Sunil Kumar Kopparapu",http://arxiv.org/pdf/1504.01476v1,No journal ref found,none,cs.CV,Summary19052,1504.01488v1,2015-04-07T06:31:58Z,On-line Handwritten Devanagari Character Recognition using Fuzzy Directional Features,"Sunil Kumar Kopparapu, Lajish VL",http://arxiv.org/pdf/1504.01488v1,No journal ref found,none,cs.CV,Summary19053,1504.01753v1,2015-04-07T21:05:48Z,Design and Implementation of a 3D Undersea Camera System,"Xida Chen, Steve Sutphen, Paul Macoun, Yee-Hong Yang",http://arxiv.org/pdf/1504.01753v1,No journal ref found,none,cs.CV,Summary19054,1504.01777v2,2015-04-07T23:18:34Z,Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization,"Yanfeng Sun, Junbin Gao, Xia Hong, Bamdev Mishra, Baocai Yin",http://arxiv.org/pdf/1504.01777v2,No journal ref found,none,cs.CV,Summary19055,1504.01800v2,2015-04-08T02:02:55Z,A Multicomponent Approach to Nonrigid Registration of Diffusion Tensor Images,"Mohammed Khader, A. Ben Hamza",http://arxiv.org/pdf/1504.01800v2,No journal ref found,none,cs.CV,Summary19056,1504.01806v1,2015-04-08T02:37:49Z,Kernelized Low Rank Representation on Grassmann Manifolds,"Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin",http://arxiv.org/pdf/1504.01806v1,No journal ref found,none,cs.CV,Summary19057,1504.01807v1,2015-04-08T02:38:04Z,Low Rank Representation on Grassmann Manifolds: An Extrinsic Perspective,"Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin",http://arxiv.org/pdf/1504.01807v1,No journal ref found,none,cs.CV,Summary19058,1504.01883v1,2015-04-08T09:34:30Z,Robust real time face recognition and tracking on gpu using fusion of rgb and depth image,"Narmada Naik, G. N Rathna",http://arxiv.org/pdf/1504.01883v1,No journal ref found,none,cs.CV,Summary19059,1504.01920v1,2015-04-08T11:29:21Z,Evaluating Two-Stream CNN for Video Classification,"Hao Ye, Zuxuan Wu, Rui-Wei Zhao, Xi Wang, Yu-Gang Jiang, Xiangyang Xue",http://arxiv.org/pdf/1504.01920v1,No journal ref found,none,cs.CV,Summary19060,1504.01942v1,2015-04-08T12:56:38Z,MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking,"Laura Leal-Taixé, Anton Milan, Ian Reid, Stefan Roth, Konrad Schindler",http://arxiv.org/pdf/1504.01942v1,No journal ref found,none,cs.CV,Summary19061,1504.01954v1,2015-04-08T13:22:13Z,Image Subset Selection Using Gabor Filters and Neural Networks,"Heider K. Ali, Anthony Whitehead",http://arxiv.org/pdf/1504.01954v1,No journal ref found,none,cs.CV,Summary19062,1504.02235v1,2015-04-09T09:53:44Z,Extraction of Protein Sequence Motif Information using PSO K-Means,"R. Gowri, R. Rathipriya",http://arxiv.org/pdf/1504.02235v1,No journal ref found,none,cs.CV,Summary19063,1504.02340v1,2015-04-09T14:57:32Z,Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor,Wongun Choi,http://arxiv.org/pdf/1504.02340v1,No journal ref found,none,cs.CV,Summary19064,1504.02437v1,2015-04-09T19:25:33Z,Predicting Complete 3D Models of Indoor Scenes,"Ruiqi Guo, Chuhang Zou, Derek Hoiem",http://arxiv.org/pdf/1504.02437v1,No journal ref found,none,cs.CV,Summary19065,1504.02485v1,2015-04-09T20:02:03Z,What Do Deep CNNs Learn About Objects?,"Xingchao Peng, Baochen Sun, Karim Ali, Kate Saenko",http://arxiv.org/pdf/1504.02485v1,No journal ref found,none,cs.CV,Summary19066,1504.02531v2,2015-04-10T01:58:17Z,HEp-2 Cell Image Classification with Deep Convolutional Neural Networks,"Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang",http://arxiv.org/pdf/1504.02531v2,No journal ref found,none,cs.CV,Summary19067,1504.02764v1,2015-04-10T19:18:59Z,A Coarse-to-Fine Model for 3D Pose Estimation and Sub-category Recognition,"Roozbeh Mottaghi, Yu Xiang, Silvio Savarese",http://arxiv.org/pdf/1504.02764v1,No journal ref found,none,cs.CV,Summary19068,1504.02789v2,2015-04-10T20:52:40Z,Car that Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models,"Ashesh Jain, Hema S. Koppula, Bharad Raghavan, Shane Soh, Ashutosh Saxena",http://arxiv.org/pdf/1504.02789v2,No journal ref found,none,cs.CV,Summary19069,1504.02840v1,2015-04-11T05:47:09Z,siftservice.com - Turning a Computer Vision algorithm into a World Wide Web Service,"Ahmad Pahlavan Tafti, Hamid Hassannia, Zeyun Yu",http://arxiv.org/pdf/1504.02840v1,No journal ref found,none,cs.CV,Summary19070,1504.02856v1,2015-04-11T10:21:56Z,High Density Noise Removal by Cascading Algorithms,"Arabinda Dash, Sujaya Kumar Sathua",http://arxiv.org/pdf/1504.02856v1,No journal ref found,none,cs.CV,Summary19071,1504.02863v1,2015-04-11T11:52:33Z,Appearance-Based Gaze Estimation in the Wild,"Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling",http://arxiv.org/pdf/1504.02863v1,No journal ref found,none,cs.CV,Summary19072,1504.03083v2,2015-04-13T07:36:08Z,Joint Learning of Distributed Representations for Images and Texts,"Xiaodong He, Rupesh Srivastava, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1504.03083v2,No journal ref found,none,cs.CV,Summary19073,1504.03285v1,2015-04-13T18:17:12Z,Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version,"Filip Radenovic, Herve Jegou, Ondrej Chum",http://arxiv.org/pdf/1504.03285v1,No journal ref found,none,cs.CV,Summary19074,1504.03293v3,2015-04-13T18:50:51Z,Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction,"Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee",http://arxiv.org/pdf/1504.03293v3,No journal ref found,none,cs.CV,Summary19075,1504.03315v1,2014-11-08T02:36:18Z,A Novel Approach to Develop a New Hybrid Technique for Trademark Image Retrieval,"Saurabh Agarwal, Punit Kumar Johari",http://arxiv.org/pdf/1504.03315v1,No journal ref found,none,cs.CV,Summary19076,1504.03409v1,2015-04-14T03:13:40Z,Clustering Assisted Fundamental Matrix Estimation,"Hao Wu, Yi Wan",http://arxiv.org/pdf/1504.03409v1,No journal ref found,none,cs.CV,Summary19077,1504.03410v1,2015-04-14T03:14:24Z,Simultaneous Feature Learning and Hash Coding with Deep Neural Networks,"Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan",http://arxiv.org/pdf/1504.03410v1,No journal ref found,none,cs.CV,Summary19078,1504.03439v2,2015-04-14T07:18:48Z,Image Denoising Using Low Rank Minimization With Modified Noise Estimation,"Zahid Hussain Shamsi, Hyun Sook Oh, Dai-Gyoung Kim",http://arxiv.org/pdf/1504.03439v2,No journal ref found,none,cs.CV,Summary19079,1504.03504v1,2015-04-14T11:55:45Z,Sketch-based 3D Shape Retrieval using Convolutional Neural Networks,"Fang Wang, Le Kang, Yi Li",http://arxiv.org/pdf/1504.03504v1,No journal ref found,none,cs.CV,Summary19080,1504.03522v1,2015-04-14T12:42:56Z,Efficient Scene Text Localization and Recognition with Local Character Refinement,"Lukáš Neumann, Jiří Matas",http://arxiv.org/pdf/1504.03522v1,No journal ref found,none,cs.CV,Summary19081,1504.03707v1,2015-04-14T20:25:27Z,Background Subtraction via Generalized Fused Lasso Foreground Modeling,"Bo Xin, Yuan Tian, Yizhou Wang, Wen Gao",http://arxiv.org/pdf/1504.03707v1,No journal ref found,none,cs.CV,Summary19082,1504.03810v1,2015-04-15T07:56:05Z,Text Localization in Video Using Multiscale Webers Local Descriptor,"B. H. Shekar, Smitha M. L.",http://arxiv.org/pdf/1504.03810v1,No journal ref found,none,cs.CV,Summary19083,1504.03811v1,2015-04-15T08:05:14Z,Tracking Live Fish from Low-Contrast and Low-Frame-Rate Stereo Videos,"Meng-Che Chuang, Jenq-Neng Hwang, Kresimir Williams, Richard Towler",http://arxiv.org/pdf/1504.03811v1,"IEEE Trans. on Circuits and Systems for Video Technology, vol. 25, no. 1, pp.167-179, Jan. 2015",none,cs.CV,Summary19084,1504.03967v1,2015-04-15T16:55:46Z,Deep convolutional networks for pancreas segmentation in CT imaging,"Holger R. Roth, Amal Farag, Le Lu, Evrim B. Turkbey, Ronald M. Summers",http://arxiv.org/pdf/1504.03967v1,"Proc. SPIE 9413, Medical Imaging 2015: Image Processing, 94131G (20 March 2015)",none,cs.CV,Summary19085,1504.04003v1,2015-04-15T19:55:27Z,Anatomy-specific classification of medical images using deep convolutional nets,"Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers",http://arxiv.org/pdf/1504.04003v1,"Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on Year: 2015 Pages: 101 - 104",none,cs.CV,Summary19086,1504.04085v1,2015-04-16T02:29:20Z,FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared,"Huaijin Chen, M. Salman Asif, Aswin C. Sankaranarayanan, Ashok Veeraraghavan",http://arxiv.org/pdf/1504.04085v1,No journal ref found,none,cs.CV,Summary19087,1504.04090v1,2015-04-16T03:18:28Z,Segmentation of Subspaces in Sequential Data,"Stephen Tierney, Yi Guo, Junbin Gao",http://arxiv.org/pdf/1504.04090v1,No journal ref found,none,cs.CV,Summary19088,1504.04548v1,2015-04-17T15:51:07Z,Color Constancy Using CNNs,"Simone Bianco, Claudio Cusano, Raimondo Schettini",http://arxiv.org/pdf/1504.04548v1,No journal ref found,none,cs.CV,Summary19089,1504.04651v1,2015-04-17T22:19:53Z,Biometrics for Child Vaccination and Welfare: Persistence of Fingerprint Recognition for Infants and Toddlers,"Anil K. Jain, Sunpreet S. Arora, Lacey Best-Rowden, Kai Cao, Prem Sewak Sudhish, Anjoo Bhatnagar",http://arxiv.org/pdf/1504.04651v1,No journal ref found,none,cs.CV,Summary19090,1504.04763v1,2015-04-18T21:12:41Z,Understanding the Fisher Vector: a multimodal part model,"David Novotný, Diane Larlus, Florent Perronnin, Andrea Vedaldi",http://arxiv.org/pdf/1504.04763v1,No journal ref found,none,cs.CV,Summary19091,1504.04792v2,2015-04-19T04:55:59Z,Visual Recognition Using Directional Distribution Distance,"Jianxin Wu, Bin-Bin Gao, Guoqing Liu",http://arxiv.org/pdf/1504.04792v2,No journal ref found,none,cs.CV,Summary19092,1504.04871v1,2015-04-19T18:56:52Z,DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets,"Sukrit Shankar, Vikas K. Garg, Roberto Cipolla",http://arxiv.org/pdf/1504.04871v1,No journal ref found,none,cs.CV,Summary19093,1504.04923v1,2015-04-20T02:41:03Z,Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition,"Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton von den Hengel",http://arxiv.org/pdf/1504.04923v1,No journal ref found,none,cs.CV,Summary19094,1504.04943v1,2015-04-20T05:58:21Z,Weakly Supervised Fine-Grained Image Categorization,"Yu Zhang, Xiu-shen Wei, Jianxin Wu, Jianfei Cai, Jiangbo Lu, Viet-Anh Nguyen, Minh N. Do",http://arxiv.org/pdf/1504.04943v1,"An extended version in IEEE Trans Image Processing, 25(4), 2016: pp. 1713-1725",none,cs.CV,Summary19095,1504.05133v2,2015-04-20T17:41:46Z,Exploiting Local Features from Deep Networks for Image Retrieval,"Joe Yue-Hei Ng, Fan Yang, Larry S. Davis",http://arxiv.org/pdf/1504.05133v2,No journal ref found,none,cs.CV,Summary19096,1504.05277v2,2015-04-21T02:13:44Z,Deep Spatial Pyramid: The Devil is Once Again in the Details,"Bin-Bin Gao, Xiu-Shen Wei, Jianxin Wu, Weiyao Lin",http://arxiv.org/pdf/1504.05277v2,No journal ref found,none,cs.CV,Summary19097,1504.05298v1,2015-04-21T04:08:39Z,Viewpoint distortion compensation in practical surveillance systems,"Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh",http://arxiv.org/pdf/1504.05298v1,No journal ref found,none,cs.CV,Summary19098,1504.05299v1,2015-04-21T04:14:02Z,Groupwise registration of aerial images,"Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh",http://arxiv.org/pdf/1504.05299v1,No journal ref found,none,cs.CV,Summary19099,1504.05302v1,2015-04-21T04:42:58Z,The adaptable buffer algorithm for high quantile estimation in non-stationary data streams,"Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh",http://arxiv.org/pdf/1504.05302v1,No journal ref found,none,cs.CV,Summary19100,1504.05308v1,2015-04-21T05:10:41Z,Automatic Face Recognition from Video,Ognjen Arandjelovic,http://arxiv.org/pdf/1504.05308v1,No journal ref found,none,cs.CV,Summary19101,1504.05369v1,2015-04-21T10:09:43Z,Key-Pose Prediction in Cyclic Human Motion,"Dan Zecha, Rainer Lienhart",http://arxiv.org/pdf/1504.05369v1,No journal ref found,none,cs.CV,Summary19102,1504.05451v2,2015-04-21T14:55:07Z,Adaptive Compressive Tracking via Online Vector Boosting Feature Selection,"Qingshan Liu, Jing Yang, Kaihua Zhang, Yi Wu",http://arxiv.org/pdf/1504.05451v2,No journal ref found,none,cs.CV,Summary19103,1504.05524v1,2015-04-21T17:44:07Z,A robust and efficient video representation for action recognition,"Heng Wang, Dan Oneata, Jakob Verbeek, Cordelia Schmid",http://arxiv.org/pdf/1504.05524v1,No journal ref found,none,cs.CV,Summary19104,1504.05623v1,2015-04-22T00:12:07Z,Median and Mode Ellipse Parameterization for Robust Contour Fitting,Michael A. Greminger,http://arxiv.org/pdf/1504.05623v1,No journal ref found,none,cs.CV,Summary19105,1504.05776v3,2015-04-22T13:01:12Z,Combining local regularity estimation and total variation optimization for scale-free texture segmentation,"Nelly Pustelnik, Herwig Wendt, Patrice Abry, Nicolas Dobigeon",http://arxiv.org/pdf/1504.05776v3,No journal ref found,none,cs.CV,Summary19106,1504.05809v1,2015-04-22T13:59:49Z,LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification,"Xianbiao Qi, Guoying Zhao, Linlin Shen, Qingquan Li, Matti Pietikainen",http://arxiv.org/pdf/1504.05809v1,No journal ref found,none,cs.CV,Summary19107,1504.06036v1,2015-04-23T04:11:41Z,Edge Detection Based on Global and Local Parameters of the Image,Andrew F. C. Brustolin,http://arxiv.org/pdf/1504.06036v1,No journal ref found,none,cs.CV,Summary19108,1504.06055v1,2015-04-23T06:37:29Z,Understanding and Diagnosing Visual Tracking Systems,"Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia",http://arxiv.org/pdf/1504.06055v1,No journal ref found,none,cs.CV,Summary19109,1504.06066v2,2015-04-23T07:15:10Z,Object Detection Networks on Convolutional Feature Maps,"Shaoqing Ren, Kaiming He, Ross Girshick, Xiangyu Zhang, Jian Sun",http://arxiv.org/pdf/1504.06066v2,No journal ref found,none,cs.CV,Summary19110,1504.06103v2,2015-04-23T09:34:59Z,Online Adaptive Hidden Markov Model for Multi-Tracker Fusion,"Tomas Vojir, Jiri Matas, Jana Noskova",http://arxiv.org/pdf/1504.06103v2,No journal ref found,none,cs.CV,Summary19111,1504.06133v1,2015-04-23T11:51:53Z,Sparse Radial Sampling LBP for Writer Identification,"Anguelos Nicolaou, Andrew D. Bagdanov, Marcus Liwicki, Dimosthenis Karatzas",http://arxiv.org/pdf/1504.06133v1,No journal ref found,none,cs.CV,Summary19112,1504.06151v1,2015-04-23T12:39:40Z,Robust Principal Component Analysis on Graphs,"Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael Bronstein, Pierre Vandergheynst",http://arxiv.org/pdf/1504.06151v1,No journal ref found,none,cs.CV,Summary19113,1504.06201v3,2015-04-23T14:35:12Z,High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision,"Gedas Bertasius, Jianbo Shi, Lorenzo Torresani",http://arxiv.org/pdf/1504.06201v3,No journal ref found,none,cs.CV,Summary19114,1504.06206v1,2015-04-23T14:41:07Z,An Elastic Image Registration Approach for Wireless Capsule Endoscope Localization,"Isabel N. Figueiredo, Carlos Leal, Luís Pinto, Pedro N. Figueiredo, Richard Tsai",http://arxiv.org/pdf/1504.06206v1,No journal ref found,none,cs.CV,Summary19115,1504.06243v1,2015-04-23T16:24:43Z,Person Re-identification with Correspondence Structure Learning,"Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang",http://arxiv.org/pdf/1504.06243v1,No journal ref found,none,cs.CV,Summary19116,1504.06266v1,2015-04-23T17:23:09Z,Evolving Fuzzy Image Segmentation with Self-Configuration,"Ahmed Othman, Hamid R. Tizhoosh, Farzad Khalvati",http://arxiv.org/pdf/1504.06266v1,No journal ref found,none,cs.CV,Summary19117,1504.06375v2,2015-04-24T02:12:15Z,Holistically-Nested Edge Detection,"Saining Xie, Zhuowen Tu",http://arxiv.org/pdf/1504.06375v2,No journal ref found,none,cs.CV,Summary19118,1504.06378v2,2015-04-24T02:37:37Z,"Depth-based hand pose estimation: methods, data, and challenges","James Steven Supancic III, Gregory Rogez, Yi Yang, Jamie Shotton, Deva Ramanan",http://arxiv.org/pdf/1504.06378v2,No journal ref found,none,cs.CV,Summary19119,1504.06434v1,2015-04-24T09:15:33Z,Situational Object Boundary Detection,"Jasper Uijlings, Vittorio Ferrari",http://arxiv.org/pdf/1504.06434v1,No journal ref found,none,cs.CV,Summary19120,1504.06507v1,2015-04-24T13:45:37Z,Local Variation as a Statistical Hypothesis Test,"Michael Baltaxe, Peter Meer, Michael Lindenbaum",http://arxiv.org/pdf/1504.06507v1,No journal ref found,none,cs.CV,Summary19121,1504.06587v1,2015-04-24T18:06:50Z,Semantic Motion Segmentation Using Dense CRF Formulation,"N. Dinesh Reddy, Prateek Singhal, K. Madhava Krishna",http://arxiv.org/pdf/1504.06587v1,No journal ref found,none,cs.CV,Summary19122,1504.06591v1,2015-04-24T18:27:25Z,Object Level Deep Feature Pooling for Compact Image Representation,"Konda Reddy Mopuri, R. Venkatesh Babu",http://arxiv.org/pdf/1504.06591v1,No journal ref found,none,cs.CV,Summary19123,1504.06603v2,2015-04-24T19:19:04Z,WxBS: Wide Baseline Stereo Generalizations,"Dmytro Mishkin, Jiri Matas, Michal Perdoch, Karel Lenc",http://arxiv.org/pdf/1504.06603v2,No journal ref found,none,cs.CV,Summary19124,1504.06678v1,2015-04-25T03:59:14Z,Differential Recurrent Neural Networks for Action Recognition,"Vivek Veeriah, Naifan Zhuang, Guo-Jun Qi",http://arxiv.org/pdf/1504.06678v1,No journal ref found,none,cs.CV,Summary19125,1504.06719v1,2015-04-25T12:01:30Z,Adaptive Locally Affine-Invariant Shape Matching,"Smit Marvaniya, Raj Gupta, Anurag Mittal",http://arxiv.org/pdf/1504.06719v1,No journal ref found,none,cs.CV,Summary19126,1504.06740v1,2015-04-25T15:26:38Z,SIFT Vs SURF: Quantifying the Variation in Transformations,Siddharth Srivastava,http://arxiv.org/pdf/1504.06740v1,No journal ref found,none,cs.CV,Summary19127,1504.06755v2,2015-04-25T19:26:47Z,TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking,"Pingmei Xu, Krista A Ehinger, Yinda Zhang, Adam Finkelstein, Sanjeev R. Kulkarni, Jianxiong Xiao",http://arxiv.org/pdf/1504.06755v2,No journal ref found,none,cs.CV,Summary19128,1504.06864v1,2015-04-26T18:41:51Z,Fast Dictionary Matching for Content-based Image Retrieval,"Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer",http://arxiv.org/pdf/1504.06864v1,No journal ref found,none,cs.CV,Summary19129,1504.06921v1,2015-04-27T03:49:33Z,Detection and Recognition of Malaysian Special License Plate Based On SIFT Features,"Hooi Sin Ng, Yong Haur Tay, Kim Meng Liang, Hamam Mokayed, Hock Woon Hon",http://arxiv.org/pdf/1504.06921v1,No journal ref found,none,cs.CV,Summary19130,1504.06993v1,2015-04-27T09:30:30Z,Compression Artifacts Reduction by a Deep Convolutional Network,"Chao Dong, Yubin Deng, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1504.06993v1,No journal ref found,none,cs.CV,Summary19131,1504.07028v1,2015-04-27T11:08:53Z,SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization,"Filipe Condessa, Jose Bioucas-Dias, Jelena Kovacevic",http://arxiv.org/pdf/1504.07028v1,No journal ref found,none,cs.CV,Summary19132,1504.07029v2,2015-04-27T11:14:27Z,Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection,"David Novotny, Jiri Matas",http://arxiv.org/pdf/1504.07029v2,No journal ref found,none,cs.CV,Summary19133,1504.07082v1,2015-04-27T13:38:20Z,Shape Representation and Classification through Pattern Spectrum and Local Binary Pattern - A Decision Level Fusion Approach,"B. H. Shekar, Bharathi Pilar",http://arxiv.org/pdf/1504.07082v1,No journal ref found,none,cs.CV,Summary19134,1504.07159v1,2015-04-27T17:00:30Z,Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation,"Xiaochuan Fan, Kang Zheng, Yuewei Lin, Song Wang",http://arxiv.org/pdf/1504.07159v1,No journal ref found,none,cs.CV,Summary19135,1504.07269v1,2015-04-27T20:30:04Z,Dynamic Body VSLAM with Semantic Constraints,"N. Dinesh Reddy, Prateek Singhal, Visesh Chari, K. Madhava Krishna",http://arxiv.org/pdf/1504.07269v1,No journal ref found,none,cs.CV,Summary19136,1504.07284v1,2015-04-27T21:41:01Z,Mid-level Elements for Object Detection,"Aayush Bansal, Abhinav Shrivastava, Carl Doersch, Abhinav Gupta",http://arxiv.org/pdf/1504.07284v1,No journal ref found,none,cs.CV,Summary19137,1504.07339v3,2015-04-28T03:44:39Z,Convolutional Channel Features,"Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li",http://arxiv.org/pdf/1504.07339v3,No journal ref found,none,cs.CV,Summary19138,1504.07442v1,2015-04-28T12:19:45Z,Embedded Platforms for Computer Vision-based Advanced Driver Assistance Systems: a Survey,"Gorka Velez, Oihana Otaegui",http://arxiv.org/pdf/1504.07442v1,No journal ref found,none,cs.CV,Summary19139,1504.07460v1,2015-04-28T13:19:21Z,Identifying Reliable Annotations for Large Scale Image Segmentation,"Alexander Kolesnikov, Christoph H. Lampert",http://arxiv.org/pdf/1504.07460v1,No journal ref found,none,cs.CV,Summary19140,1504.07488v1,2015-04-28T14:17:24Z,Speeding Up Neural Networks for Large Scale Classification using WTA Hashing,"Amir H. Bakhtiary, Agata Lapedriza, David Masip",http://arxiv.org/pdf/1504.07488v1,No journal ref found,none,cs.CV,Summary19141,1504.07590v1,2015-04-28T18:14:02Z,A Robust Lane Detection and Departure Warning System,"Mrinal Haloi, Dinesh Babu Jayagopi",http://arxiv.org/pdf/1504.07590v1,No journal ref found,none,cs.CV,Summary19142,1504.07858v1,2015-04-29T13:51:04Z,Intelligent Health Recommendation System for Computer Users,"Qi Guo, Zixuan Wang, Ming Li, Hamid Aghajan",http://arxiv.org/pdf/1504.07858v1,No journal ref found,none,cs.CV,Summary19143,1504.07889v4,2015-04-29T15:23:58Z,Bilinear CNN Models for Fine-grained Visual Recognition,"Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji",http://arxiv.org/pdf/1504.07889v4,No journal ref found,none,cs.CV,Summary19144,1504.07901v1,2015-04-29T15:48:22Z,Comparative study of image registration techniques for bladder video-endoscopy,"Achraf Ben-Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf",http://arxiv.org/pdf/1504.07901v1,"Novel Optical Instrumentation for Biomedical Applications, 737118 (10 July 2009)",none,cs.CV,Summary19145,1504.07907v2,2015-04-29T16:02:56Z,A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching,"Quynh Nguyen, Antoine Gautier, Matthias Hein",http://arxiv.org/pdf/1504.07907v2,No journal ref found,none,cs.CV,Summary19146,1504.07918v1,2015-04-29T16:30:45Z,Robust hyperspectral image classification with rejection fields,"Filipe Condessa, Jose Bioucas-Dias, Jelena Kovacevic",http://arxiv.org/pdf/1504.07918v1,No journal ref found,none,cs.CV,Summary19147,1504.07947v5,2015-04-29T18:15:22Z,Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification,"Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, James E. Davis, Joel H. Saltz",http://arxiv.org/pdf/1504.07947v5,No journal ref found,none,cs.CV,Summary19148,1504.07958v1,2015-04-29T18:43:06Z,Exploring Integral Image Word Length Reduction Techniques for SURF Detector,"Shoaib Ehsan, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1504.07958v1,No journal ref found,none,cs.CV,Summary19149,1504.07962v1,2015-04-29T18:52:37Z,Hardware based Scale- and Rotation-Invariant Feature Extraction: A Retrospective Analysis and Future Directions,"Shoaib Ehsan, Adrian F. Clark, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1504.07962v1,No journal ref found,none,cs.CV,Summary19150,1504.08023v2,2015-04-29T21:01:51Z,Anticipating Visual Representations from Unlabeled Video,"Carl Vondrick, Hamed Pirsiavash, Antonio Torralba",http://arxiv.org/pdf/1504.08023v2,No journal ref found,none,cs.CV,Summary19151,1504.08083v2,2015-04-30T05:13:08Z,Fast R-CNN,Ross Girshick,http://arxiv.org/pdf/1504.08083v2,No journal ref found,none,cs.CV,Summary19152,1504.08200v4,2015-04-30T12:54:39Z,Predicting Peoples 3D Poses from Short Sequences,"Bugra Tekin, Xiaolu Sun, Xinchao Wang, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1504.08200v4,No journal ref found,none,cs.CV,Summary19153,1504.08289v3,2015-04-30T16:06:50Z,Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks,"Marcel Simon, Erik Rodner",http://arxiv.org/pdf/1504.08289v3,No journal ref found,none,cs.CV,Summary19154,1504.08308v3,2015-04-30T17:02:59Z,Efficient Image-Space Extraction and Representation of 3D Surface Topography,"Matthias Zeppelzauer, Markus Seidl",http://arxiv.org/pdf/1504.08308v3,No journal ref found,none,cs.CV,Summary19155,1504.08362v4,2015-04-30T19:48:48Z,PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions,"Michael Figurnov, Aijan Ibraimova, Dmitry Vetrov, Pushmeet Kohli",http://arxiv.org/pdf/1504.08362v4,No journal ref found,none,cs.CV,Summary19156,1506.00051v1,2015-05-30T00:35:28Z,Bag-of-Genres for Video Genre Retrieval,"Leonardo A. Duarte, Otávio A. B. Penatti, Jurandy Almeida",http://arxiv.org/pdf/1506.00051v1,No journal ref found,none,cs.CV,Summary19157,1506.00097v1,2015-05-30T09:50:19Z,A Review of Feature and Data Fusion with Medical Images,"Alex Pappachen James, Belur Dasarathy",http://arxiv.org/pdf/1506.00097v1,No journal ref found,none,cs.CV,Summary19158,1506.00168v1,2015-05-30T21:34:41Z,Using curvature to distinguish between surface reflections and vessel contents in computer vision based recognition of materials in transparent vessels,Sagi Eppel,http://arxiv.org/pdf/1506.00168v1,No journal ref found,none,cs.CV,Summary19159,1506.00368v1,2015-06-01T07:27:42Z,RBIR using Interest Regions and Binary Signatures,"Thanh The Van, Thanh Manh Le",http://arxiv.org/pdf/1506.00368v1,"Annales Univ. Sci. Budapest, Sect. Comp. 43 (2014), pp. 89-103",none,cs.CV,Summary19160,1506.00395v1,2015-06-01T08:55:54Z,Hierarchical structure-and-motion recovery from uncalibrated images,"Roberto Toldo, Riccardo Gherardi, Michela Farenzena, Andrea Fusiello",http://arxiv.org/pdf/1506.00395v1,"Computer Vision and Image Understanding, Volume 140, November 2015, Pages 127-143",none,cs.CV,Summary19161,1506.00473v3,2015-06-01T12:33:41Z,An Efficient Algorithm for Video Super-Resolution Based On a Sequential Model,"Patrick Héas, Angélique Drémeau, Cédric Herzet",http://arxiv.org/pdf/1506.00473v3,No journal ref found,none,cs.CV,Summary19162,1506.00481v1,2015-06-01T12:57:07Z,Robust Face Recognition with Structural Binary Gradient Patterns,"Weilin Huang, Hujun Yin",http://arxiv.org/pdf/1506.00481v1,No journal ref found,none,cs.CV,Summary19163,1506.00752v1,2015-06-02T05:06:45Z,What Makes Kevin Spacey Look Like Kevin Spacey,"Supasorn Suwajanakorn, Ira Kemelmacher-Shlizerman, Steve Seitz",http://arxiv.org/pdf/1506.00752v1,No journal ref found,none,cs.CV,Summary19164,1506.00761v1,2015-06-02T06:12:41Z,Image Retrieval Based on Binary Signature ang S-kGraph,"Thanh The Van, Thanh Manh Le",http://arxiv.org/pdf/1506.00761v1,"Annales Univ. Sci. Budapest, Sect. Comp., 43(2014), pp.105-122",none,cs.CV,Summary19165,1506.00815v4,2015-06-02T09:49:45Z,Classify Images with Conceptor Network,"Yuhuang Hu, M. S. Ishwarya, Chu Kiong Loo",http://arxiv.org/pdf/1506.00815v4,No journal ref found,none,cs.CV,Summary19166,1506.00925v1,2015-06-02T15:33:10Z,Facial Expressions Tracking and Recognition: Database Protocols for Systems Validation and Evaluation,"Catarina Runa Miranda, Pedro Mendes, Pedro Coelho, Xenxo Alvarez, João Freitas, Miguel Sales Dias, Verónica Costa Orvalho",http://arxiv.org/pdf/1506.00925v1,No journal ref found,none,cs.CV,Summary19167,1506.01092v1,2015-06-03T00:30:26Z,Bilinear Random Projections for Locality-Sensitive Binary Codes,"Saehoon Kim, Seungjin Choi",http://arxiv.org/pdf/1506.01092v1,No journal ref found,none,cs.CV,Summary19168,1506.01115v1,2015-06-03T04:04:43Z,Hyperspectral Image Classification and Clutter Detection via Multiple Structural Embeddings and Dimension Reductions,"Alexandros-Stavros Iliopoulos, Tiancheng Liu, Xiaobai Sun",http://arxiv.org/pdf/1506.01115v1,No journal ref found,none,cs.CV,Summary19169,1506.01125v1,2015-06-03T05:21:37Z,Unsupervised domain adaption dictionary learning for visual recognition,"Zhun Zhong, Zongmin Li, Runlin Li, Xiaoxia Sun",http://arxiv.org/pdf/1506.01125v1,No journal ref found,none,cs.CV,Summary19170,1506.01144v6,2015-06-03T07:06:11Z,What value do explicit high level concepts have in vision to language problems?,"Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1506.01144v6,No journal ref found,none,cs.CV,Summary19171,1506.01151v1,2015-06-03T07:41:14Z,Understanding deep features with computer-generated imagery,"Mathieu Aubry, Bryan Russell",http://arxiv.org/pdf/1506.01151v1,No journal ref found,none,cs.CV,Summary19172,1506.01166v1,2015-06-03T08:55:12Z,Color Image Retrieval Using Fuzzy Measure Hamming and S-Tree,"Thanh The Van, Thanh Manh Le",http://arxiv.org/pdf/1506.01166v1,No journal ref found,none,cs.CV,Summary19173,1506.01342v5,2015-06-03T18:34:41Z,One-to-many face recognition with bilinear CNNs,"Aruni RoyChowdhury, Tsung-Yu Lin, Subhransu Maji, Erik Learned-Miller",http://arxiv.org/pdf/1506.01342v5,No journal ref found,none,cs.CV,Summary19174,1506.01398v1,2015-06-03T20:38:37Z,Recognition of Changes in SAR Images Based on Gauss-Log Ratio and MRFFCM,"Jismy Alphonse, Biju V. G.",http://arxiv.org/pdf/1506.01398v1,No journal ref found,none,cs.CV,Summary19175,1506.01472v1,2015-06-04T06:37:14Z,Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation,"Dibya Jyoti Bora, Anil Kumar Gupta, Fayaz Ahmad Khan",http://arxiv.org/pdf/1506.01472v1,No journal ref found,none,cs.CV,Summary19176,1506.01497v3,2015-06-04T07:58:34Z,Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks,"Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun",http://arxiv.org/pdf/1506.01497v3,No journal ref found,none,cs.CV,Summary19177,1506.01596v1,2015-06-04T13:53:33Z,Multilayer Structured NMF for Spectral Unmixing of Hyperspectral Images,"Roozbeh Rajabi, Hassan Ghassemian",http://arxiv.org/pdf/1506.01596v1,No journal ref found,none,cs.CV,Summary19178,1506.01710v1,2015-06-04T06:44:47Z,A Novel Approach Towards Clustering Based Image Segmentation,"Dibya Jyoti Bora, Anil Kumar Gupta",http://arxiv.org/pdf/1506.01710v1,No journal ref found,none,cs.CV,Summary19179,1506.01929v2,2015-06-05T14:48:46Z,Learning to track for spatio-temporal action localization,"Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1506.01929v2,No journal ref found,none,cs.CV,Summary19180,1506.01939v1,2014-12-23T15:55:41Z,Facial Expressions recognition Based on Principal Component Analysis (PCA),"Abdelmajid Hassan Mansour, Gafar Zen Alabdeen Salh, Ali Shaif Alhalemi",http://arxiv.org/pdf/1506.01939v1,No journal ref found,none,cs.CV,Summary19181,1506.02025v3,2015-06-05T19:54:26Z,Spatial Transformer Networks,"Max Jaderberg, Karen Simonyan, Andrew Zisserman, Koray Kavukcuoglu",http://arxiv.org/pdf/1506.02025v3,No journal ref found,none,cs.CV,Summary19182,1506.02059v2,2015-06-05T20:34:12Z,Sentence Directed Video Object Codetection,"Haonan Yu, Jeffrey Mark Siskind",http://arxiv.org/pdf/1506.02059v2,No journal ref found,none,cs.CV,Summary19183,1506.02106v5,2015-06-06T02:45:48Z,Whats the Point: Semantic Segmentation with Point Supervision,"Amy Bearman, Olga Russakovsky, Vittorio Ferrari, Li Fei-Fei",http://arxiv.org/pdf/1506.02106v5,No journal ref found,none,cs.CV,Summary19184,1506.02167v2,2015-06-06T16:13:34Z,Color Constancy by Learning to Predict Chromaticity from Luminance,Ayan Chakrabarti,http://arxiv.org/pdf/1506.02167v2,No journal ref found,none,cs.CV,Summary19185,1506.02178v4,2015-06-06T18:08:56Z,Capturing Hands in Action using Discriminative Salient Points and Physics Simulation,"Dimitrios Tzionas, Luca Ballan, Abhilash Srikantha, Pablo Aponte, Marc Pollefeys, Juergen Gall",http://arxiv.org/pdf/1506.02178v4,No journal ref found,none,cs.CV,Summary19186,1506.02184v1,2015-06-06T19:36:11Z,First-Take-All: Temporal Order-Preserving Hashing for 3D Action Videos,"Jun Ye, Hao Hu, Kai Li, Guo-Jun Qi, Kien A. Hua",http://arxiv.org/pdf/1506.02184v1,No journal ref found,none,cs.CV,Summary19187,1506.02203v1,2015-06-07T00:33:23Z,Describing Common Human Visual Actions in Images,"Matteo Ruggero Ronchi, Pietro Perona",http://arxiv.org/pdf/1506.02203v1,No journal ref found,none,cs.CV,Summary19188,1506.02211v1,2015-06-07T02:29:45Z,Boosting Optical Character Recognition: A Super-Resolution Approach,"Chao Dong, Ximei Zhu, Yubin Deng, Chen Change Loy, Yu Qiao",http://arxiv.org/pdf/1506.02211v1,No journal ref found,none,cs.CV,Summary19189,1506.02247v2,2015-06-07T10:23:58Z,Well-posedness of a nonlinear integro-differential problem and its rearranged formulation,"Gonzalo Galiano, Emanuele Schiavi, Julián Velasco",http://arxiv.org/pdf/1506.02247v2,No journal ref found,none,cs.CV,Summary19190,1506.02265v1,2015-06-07T13:53:54Z,Randomized Structural Sparsity based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multi-center Reproducibility Study,"Yilun Wang, Sheng Zhang, Junjie Zheng, Heng Chen, Huafu Chen",http://arxiv.org/pdf/1506.02265v1,No journal ref found,none,cs.CV,Summary19191,1506.02328v2,2015-06-08T00:34:51Z,EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video,"Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang",http://arxiv.org/pdf/1506.02328v2,No journal ref found,none,cs.CV,Summary19192,1506.02345v1,2015-06-08T03:47:17Z,Wavelets and continuous wavelet transform for autostereoscopic multiview images,Vladimir Saveljev,http://arxiv.org/pdf/1506.02345v1,"Applied Optics, Vol. 55, Issue 23, pp. 6275-6284 (2016)",none,cs.CV,Summary19193,1506.02432v1,2015-06-08T10:44:36Z,Reflection Invariance: an important consideration of image orientation,"Craig Henderson, Ebroul Izquierdo",http://arxiv.org/pdf/1506.02432v1,No journal ref found,none,cs.CV,Summary19194,1506.02515v2,2015-06-08T14:20:37Z,Fast ConvNets Using Group-wise Brain Damage,"Vadim Lebedev, Victor Lempitsky",http://arxiv.org/pdf/1506.02515v2,No journal ref found,none,cs.CV,Summary19195,1506.02588v2,2015-06-08T17:05:53Z,Circulant temporal encoding for video retrieval and temporal alignment,"Matthijs Douze, Jérôme Revaud, Jakob Verbeek, Hervé Jégou, Cordelia Schmid",http://arxiv.org/pdf/1506.02588v2,No journal ref found,none,cs.CV,Summary19196,1506.02640v5,2015-06-08T19:52:52Z,"You Only Look Once: Unified, Real-Time Object Detection","Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi",http://arxiv.org/pdf/1506.02640v5,No journal ref found,none,cs.CV,Summary19197,1506.02776v1,2015-06-09T05:03:47Z,Fast Geometric Fit Algorithm for Sphere Using Exact Solution,Sumith YD,http://arxiv.org/pdf/1506.02776v1,No journal ref found,none,cs.CV,Summary19198,1506.02897v2,2015-06-09T13:17:33Z,Flowing ConvNets for Human Pose Estimation in Videos,"Tomas Pfister, James Charles, Andrew Zisserman",http://arxiv.org/pdf/1506.02897v2,No journal ref found,none,cs.CV,Summary19199,1506.02923v1,2015-06-09T14:18:01Z,Compact Shape Trees: A Contribution to the Forest of Shape Correspondences and Matching Methods,Abdulrahman Oladipupo Ibraheem,http://arxiv.org/pdf/1506.02923v1,No journal ref found,none,cs.CV,Summary19200,1506.03011v2,2015-06-09T17:22:17Z,Learning to Linearize Under Uncertainty,"Ross Goroshin, Michael Mathieu, Yann LeCun",http://arxiv.org/pdf/1506.03011v2,No journal ref found,none,cs.CV,Summary19201,1506.03128v1,2015-06-08T15:44:29Z,License Plate Recognition System Based on Color Coding Of License Plates,Jani Biju Babjan,http://arxiv.org/pdf/1506.03128v1,No journal ref found,none,cs.CV,Summary19202,1506.03184v1,2015-06-10T06:46:55Z,ICDAR 2015 Text Reading in the Wild Competition,"Xinyu Zhou, Shuchang Zhou, Cong Yao, Zhimin Cao, Qi Yin",http://arxiv.org/pdf/1506.03184v1,No journal ref found,none,cs.CV,Summary19203,1506.03301v1,2015-06-10T13:48:34Z,Wide baseline stereo matching with convex bounded-distortion constraints,"Meirav Galun, Tal Amir, Tal Hassner, Ronen Basri, Yaron Lipman",http://arxiv.org/pdf/1506.03301v1,No journal ref found,none,cs.CV,Summary19204,1506.03365v3,2015-06-10T15:38:47Z,LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop,"Fisher Yu, Ari Seff, Yinda Zhang, Shuran Song, Thomas Funkhouser, Jianxiong Xiao",http://arxiv.org/pdf/1506.03365v3,No journal ref found,none,cs.CV,Summary19205,1506.03475v2,2015-06-10T20:42:50Z,Image Tag Completion and Refinement by Subspace Clustering and Matrix Completion,"Yuqing Hou, Zhouchen Lin",http://arxiv.org/pdf/1506.03475v2,No journal ref found,none,cs.CV,Summary19206,1506.03495v1,2015-06-10T22:16:36Z,BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis,"Daniel Y. T. Chino, Letricia P. S. Avalhais, Jose F. Rodrigues Jr., Agma J. M. Traina",http://arxiv.org/pdf/1506.03495v1,No journal ref found,none,cs.CV,Summary19207,1506.03607v2,2015-06-11T10:02:03Z,P-CNN: Pose-based CNN Features for Action Recognition,"Guilhem Chéron, Ivan Laptev, Cordelia Schmid",http://arxiv.org/pdf/1506.03607v2,No journal ref found,none,cs.CV,Summary19208,1506.03799v1,2015-06-11T19:45:13Z,Pose-Invariant 3D Face Alignment,"Amin Jourabloo, Xiaoming Liu",http://arxiv.org/pdf/1506.03799v1,No journal ref found,none,cs.CV,Summary19209,1506.03844v2,2015-06-11T21:23:38Z,Techniques for effective and efficient fire detection from social media images,"Marcos Bedo, Gustavo Blanco, Willian Oliveira, Mirela Cazzolato, Alceu Costa, Jose Rodrigues, Agma Traina, Caetano Traina Jr",http://arxiv.org/pdf/1506.03844v2,Int Conf on Enterp Inf Systems 34-45 SCITEPRESS (2015),none,cs.CV,Summary19210,1506.03936v1,2015-06-12T08:40:38Z,A Novel Hybrid Approach for Cephalometric Landmark Detection,"Mahshid Majd, Farzaneh Shoeleh",http://arxiv.org/pdf/1506.03936v1,No journal ref found,none,cs.CV,Summary19211,1506.03995v1,2015-06-12T11:51:16Z,Technical Report: Image Captioning with Semantically Similar Images,"Martin Kolář, Michal Hradiš, Pavel Zemčík",http://arxiv.org/pdf/1506.03995v1,No journal ref found,none,cs.CV,Summary19212,1506.04051v1,2015-06-12T15:52:46Z,Towards Benchmarking Scene Background Initialization,"Lucia Maddalena, Alfredo Petrosino",http://arxiv.org/pdf/1506.04051v1,No journal ref found,none,cs.CV,Summary19213,1506.04191v1,2015-06-12T22:18:08Z,Deep Structured Models For Group Activity Recognition,"Zhiwei Deng, Mengyao Zhai, Lei Chen, Yuhao Liu, Srikanth Muralidharan, Mehrsan Javan Roshtkhari, Greg Mori",http://arxiv.org/pdf/1506.04191v1,No journal ref found,none,cs.CV,Summary19214,1506.04214v2,2015-06-13T03:19:24Z,Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting,"Xingjian Shi, Zhourong Chen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo",http://arxiv.org/pdf/1506.04214v2,No journal ref found,none,cs.CV,Summary19215,1506.04304v3,2015-06-13T18:23:42Z,Combinatorial Energy Learning for Image Segmentation,"Jeremy Maitin-Shepard, Viren Jain, Michal Januszewski, Peter Li, Pieter Abbeel",http://arxiv.org/pdf/1506.04304v3,No journal ref found,none,cs.CV,Summary19216,1506.04338v1,2015-06-14T00:07:46Z,Resolving Scale Ambiguity Via XSlit Aspect Ratio Analysis,"Wei Yang, Haiting Lin, Sing Bing Kang, Jingyi Yu",http://arxiv.org/pdf/1506.04338v1,No journal ref found,none,cs.CV,Summary19217,1506.04340v1,2015-06-14T00:39:20Z,Deep Secure Encoding: An Application to Face Recognition,"Rohit Pandey, Yingbo Zhou, Venu Govindaraju",http://arxiv.org/pdf/1506.04340v1,No journal ref found,none,cs.CV,Summary19218,1506.04395v2,2015-06-14T13:34:10Z,Reading Scene Text in Deep Convolutional Sequences,"Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1506.04395v2,No journal ref found,none,cs.CV,Summary19219,1506.04472v5,2015-06-15T03:52:36Z,A Survey of Multithreading Image Analysis,Elham Sagheb Hossein Pour,http://arxiv.org/pdf/1506.04472v5,No journal ref found,none,cs.CV,Summary19220,1506.04500v2,2015-06-15T07:54:13Z,Circle-based Eye Center Localization (CECL),"Yustinus Eko Soelistio, Eric Postma, Alfons Maes",http://arxiv.org/pdf/1506.04500v2,No journal ref found,none,cs.CV,Summary19221,1506.04579v2,2015-06-15T13:00:59Z,ParseNet: Looking Wider to See Better,"Wei Liu, Andrew Rabinovich, Alexander C. Berg",http://arxiv.org/pdf/1506.04579v2,No journal ref found,none,cs.CV,Summary19222,1506.04608v1,2015-06-15T14:14:20Z,Flow Segmentation in Dense Crowds,"Javairia Nazir, Mehreen Sirshar",http://arxiv.org/pdf/1506.04608v1,No journal ref found,none,cs.CV,Summary19223,1506.04654v2,2015-06-15T16:28:01Z,Thin Structure Estimation with Curvature Regularization,"Dmitrii Marin, Yuri Boykov, Yuchen Zhong",http://arxiv.org/pdf/1506.04654v2,"The IEEE International Conference on Computer Vision (ICCV), 2015, pp. 397-405",none,cs.CV,Summary19224,1506.04655v1,2015-06-15T16:28:03Z,Leveraging the Power of Gabor Phase for Face Identification: A Block Matching Approach,"Yang Zhong, Haibo Li",http://arxiv.org/pdf/1506.04655v1,No journal ref found,none,cs.CV,Summary19225,1506.04701v3,2015-06-15T18:51:35Z,Multi-path Convolutional Neural Networks for Complex Image Classification,Mingming Wang,http://arxiv.org/pdf/1506.04701v3,No journal ref found,none,cs.CV,Summary19226,1506.04714v2,2015-06-15T19:26:38Z,Slow and steady feature analysis: higher order temporal coherence in video,"Dinesh Jayaraman, Kristen Grauman",http://arxiv.org/pdf/1506.04714v2,No journal ref found,none,cs.CV,Summary19227,1506.04721v1,2015-06-15T19:36:25Z,Automatic Layer Separation using Light Field Imaging,"Qiaosong Wang, Haiting Lin, Yi Ma, Sing Bing Kang, Jingyi Yu",http://arxiv.org/pdf/1506.04721v1,No journal ref found,none,cs.CV,Summary19228,1506.04723v2,2015-06-15T19:38:59Z,Layered Interpretation of Street View Images,"Ming-Yu Liu, Shuoxin Lin, Srikumar Ramalingam, Oncel Tuzel",http://arxiv.org/pdf/1506.04723v2,No journal ref found,none,cs.CV,Summary19229,1506.04843v2,2015-06-16T06:07:21Z,Evaluation of Denoising Techniques for EOG signals based on SNR Estimation,"Anirban Dasgupta, Suvodip Chakrborty, Aritra Chaudhuri, Aurobinda Routray",http://arxiv.org/pdf/1506.04843v2,No journal ref found,none,cs.CV,Summary19230,1506.04878v3,2015-06-16T08:47:16Z,End-to-end people detection in crowded scenes,"Russell Stewart, Mykhaylo Andriluka",http://arxiv.org/pdf/1506.04878v3,No journal ref found,none,cs.CV,Summary19231,1506.04912v1,2015-06-16T10:55:46Z,Subsampled terahertz data reconstruction based on spatio-temporal dictionary learning,"Vahid Abolghasemi, Hao Shen, Yaochun Shen, Lu Gan",http://arxiv.org/pdf/1506.04912v1,No journal ref found,none,cs.CV,Summary19232,1506.04924v2,2015-06-16T11:20:04Z,Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation,"Seunghoon Hong, Hyeonwoo Noh, Bohyung Han",http://arxiv.org/pdf/1506.04924v2,No journal ref found,none,cs.CV,Summary19233,1506.05032v5,2015-06-16T16:47:44Z,Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning,"Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Arvind UK Rao, Ganesh Rao",http://arxiv.org/pdf/1506.05032v5,No journal ref found,none,cs.CV,Summary19234,1506.05036v1,2015-06-16T17:06:19Z,Depth Perception in Autostereograms: 1/f-Noise is Best,"Yael Yankelevsky, Ishai Shvartz, Tamar Avraham, Alfred M. Bruckstein",http://arxiv.org/pdf/1506.05036v1,No journal ref found,none,cs.CV,Summary19235,1506.05068v1,2015-06-13T14:25:54Z,Extract an essential skeleton of a character as a graph from a character image,Kazuhisa Fujita,http://arxiv.org/pdf/1506.05068v1,"International Journal of Computer Science Issues 10, 5, 35-39, 2013",none,cs.CV,Summary19236,1506.05187v1,2015-06-17T02:38:43Z,Robust High Quality Image Guided Depth Upsampling,"Wei Liu, Yijun Li, Xiaogang Chen, Jie Yang, Qiang Wu, Jingyi Yu",http://arxiv.org/pdf/1506.05187v1,No journal ref found,none,cs.CV,Summary19237,1506.05196v1,2015-06-17T03:55:19Z,A Discriminative Representation of Convolutional Features for Indoor Scene Recognition,"Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel",http://arxiv.org/pdf/1506.05196v1,No journal ref found,none,cs.CV,Summary19238,1506.05257v1,2015-06-17T09:44:42Z,CFORB: Circular FREAK-ORB Visual Odometry,"Daniel J. Mankowitz, Ehud Rivlin",http://arxiv.org/pdf/1506.05257v1,No journal ref found,none,cs.CV,Summary19239,1506.05274v2,2015-06-17T10:47:20Z,Partial Functional Correspondence,"Emanuele Rodolà, Luca Cosmo, Michael M. Bronstein, Andrea Torsello, Daniel Cremers",http://arxiv.org/pdf/1506.05274v2,No journal ref found,none,cs.CV,Summary19240,1506.05532v2,2015-06-18T02:11:37Z,A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification,"Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An",http://arxiv.org/pdf/1506.05532v2,No journal ref found,none,cs.CV,Summary19241,1506.05751v1,2015-06-18T17:03:54Z,Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks,"Emily Denton, Soumith Chintala, Arthur Szlam, Rob Fergus",http://arxiv.org/pdf/1506.05751v1,No journal ref found,none,cs.CV,Summary19242,1506.05870v1,2015-06-19T03:11:33Z,To Know Where We Are: Vision-Based Positioning in Outdoor Environments,"Kuan-Wen Chen, Chun-Hsin Wang, Xiao Wei, Qiao Liang, Ming-Hsuan Yang, Chu-Song Chen, Yi-Ping Hung",http://arxiv.org/pdf/1506.05870v1,No journal ref found,none,cs.CV,Summary19243,1506.05920v1,2015-06-19T09:03:48Z,New Descriptor for Glomerulus Detection in Kidney Microscopy Image,"Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Tetsuhiro Kakimoto, Kinya Okada",http://arxiv.org/pdf/1506.05920v1,"BMC Bioinformatics, 16:316, 2015",none,cs.CV,Summary19244,1506.05929v1,2015-06-19T09:27:08Z,Exploring the influence of scale on artist attribution,"Nanne van Noord, Eric Postma",http://arxiv.org/pdf/1506.05929v1,No journal ref found,none,cs.CV,Summary19245,1506.05942v2,2015-06-19T10:09:45Z,Scene-adaptive Coded Apertures Imaging,"Xuehui Wang, Jinli Suo, Jingyi Yu, Yongdong Zhang, Qionghai Dai",http://arxiv.org/pdf/1506.05942v2,No journal ref found,none,cs.CV,Summary19246,1506.06001v1,2015-06-19T13:46:23Z,Stereoscopic Cinema,"Frédéric Devernay, Paul Beardsley",http://arxiv.org/pdf/1506.06001v1,No journal ref found,none,cs.CV,Summary19247,1506.06006v1,2015-06-19T14:01:24Z,Crowd Flow Segmentation in Compressed Domain using CRF,"Srinivas S. S. Kruthiventi, R. Venkatesh Babu",http://arxiv.org/pdf/1506.06006v1,No journal ref found,none,cs.CV,Summary19248,1506.06039v1,2015-06-19T15:03:13Z,moco: Fast Motion Correction for Calcium Imaging,"Alexander Dubbs, James Guevara, Darcy S. Peterka, Rafael Yuste",http://arxiv.org/pdf/1506.06039v1,No journal ref found,none,cs.CV,Summary19249,1506.06204v2,2015-06-20T06:36:49Z,Learning to Segment Object Candidates,"Pedro O. Pinheiro, Ronan Collobert, Piotr Dollar",http://arxiv.org/pdf/1506.06204v2,No journal ref found,none,cs.CV,Summary19250,1506.06273v1,2015-06-20T17:53:24Z,3D Reconstruction from Full-view Fisheye Camera,"Chuiwen Ma, Liang Shi, Hanlu Huang, Mengyuan Yan",http://arxiv.org/pdf/1506.06273v1,No journal ref found,none,cs.CV,Summary19251,1506.06289v4,2015-06-20T20:09:25Z,Filtrated Algebraic Subspace Clustering,"Manolis C. Tsakiris, Rene Vidal",http://arxiv.org/pdf/1506.06289v4,No journal ref found,none,cs.CV,Summary19252,1506.06343v3,2015-06-21T10:22:47Z,Mining Mid-level Visual Patterns with Deep CNN Activations,"Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1506.06343v3,No journal ref found,none,cs.CV,Summary19253,1506.06448v1,2015-06-22T02:56:42Z,DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation,"Holger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim Turkbey, Ronald M. Summers",http://arxiv.org/pdf/1506.06448v1,No journal ref found,none,cs.CV,Summary19254,1506.06659v1,2015-06-22T15:55:11Z,Target Tracking In Real Time Surveillance Cameras and Videos,"Nayyab Naseem, Mehreen Sirshar",http://arxiv.org/pdf/1506.06659v1,No journal ref found,none,cs.CV,Summary19255,1506.06681v1,2015-06-22T17:09:04Z,Adaptive Digital Scan Variable Pixels,"Sherin Sugathan, Reshma Scaria, Alex Pappachen James",http://arxiv.org/pdf/1506.06681v1,No journal ref found,none,cs.CV,Summary19256,1506.06825v1,2015-06-22T23:48:21Z,DeepStereo: Learning to Predict New Views from the Worlds Imagery,"John Flynn, Ivan Neulander, James Philbin, Noah Snavely",http://arxiv.org/pdf/1506.06825v1,No journal ref found,none,cs.CV,Summary19257,1506.06876v1,2015-06-23T06:35:08Z,Autonomous 3D Reconstruction Using a MAV,"Alexander Popov, Dimitrios Zermas, Nikolaos Papanikolopoulos",http://arxiv.org/pdf/1506.06876v1,No journal ref found,none,cs.CV,Summary19258,1506.06881v1,2015-06-23T07:12:17Z,Automatic vehicle tracking and recognition from aerial image sequences,Ognjen Arandjelovic,http://arxiv.org/pdf/1506.06881v1,No journal ref found,none,cs.CV,Summary19259,1506.06882v1,2015-06-23T07:19:24Z,SALSA: A Novel Dataset for Multimodal Group Behavior Analysis,"Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe",http://arxiv.org/pdf/1506.06882v1,No journal ref found,none,cs.CV,Summary19260,1506.06905v1,2015-06-23T08:27:19Z,Person re-identification via efficient inference in fully connected CRF,"Jiuqing Wan, Menglin Xing",http://arxiv.org/pdf/1506.06905v1,No journal ref found,none,cs.CV,Summary19261,1506.06981v1,2015-06-23T13:26:36Z,R-CNN minus R,"Karel Lenc, Andrea Vedaldi",http://arxiv.org/pdf/1506.06981v1,No journal ref found,none,cs.CV,Summary19262,1506.07062v1,2015-06-23T15:58:16Z,Improving Fiber Alignment in HARDI by Combining Contextual PDE Flow with Constrained Spherical Deconvolution,"J. M. Portegies, R. H. J. Fick, G. R. Sanguinetti, S. P. L. Meesters, G. Girard, R. Duits",http://arxiv.org/pdf/1506.07062v1,No journal ref found,none,cs.CV,Summary19263,1506.07136v1,2015-06-23T18:47:44Z,Segmentation of Three-dimensional Images with Parametric Active Surfaces and Topology Changes,"Heike Benninghoff, Harald Garcke",http://arxiv.org/pdf/1506.07136v1,No journal ref found,none,cs.CV,Summary19264,1506.07224v1,2015-06-24T02:15:17Z,Deep CNN Ensemble with Data Augmentation for Object Detection,"Jian Guo, Stephen Gould",http://arxiv.org/pdf/1506.07224v1,No journal ref found,none,cs.CV,Summary19265,1506.07257v1,2015-06-24T06:42:42Z,A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines,"Jingyu Gao, Jinfu Yang, Guanghui Wang, Mingai Li",http://arxiv.org/pdf/1506.07257v1,No journal ref found,none,cs.CV,Summary19266,1506.07271v1,2015-06-24T07:53:54Z,Natural Scene Recognition Based on Superpixels and Deep Boltzmann Machines,"Jinfu Yang, Jingyu Gao, Guanghui Wang, Shanshan Zhang",http://arxiv.org/pdf/1506.07271v1,No journal ref found,none,cs.CV,Summary19267,1506.07310v4,2015-06-24T10:36:26Z,Targeting Ultimate Accuracy: Face Recognition via Deep Embedding,"Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang",http://arxiv.org/pdf/1506.07310v4,No journal ref found,none,cs.CV,Summary19268,1506.07363v1,2015-06-24T13:44:21Z,Salient Object Detection via Objectness Measure,"Sai Srivatsa R, R. Venkatesh Babu",http://arxiv.org/pdf/1506.07363v1,No journal ref found,none,cs.CV,Summary19269,1506.07439v6,2015-06-24T16:00:43Z,Kernel Cuts: MRF meets Kernel & Spectral Clustering,"Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov",http://arxiv.org/pdf/1506.07439v6,No journal ref found,none,cs.CV,Summary19270,1506.07440v1,2015-06-24T16:01:24Z,Unshredding of Shredded Documents: Computational Framework and Implementation,"Lei Kristoffer R. Lactuan, Jaderick P. Pabico",http://arxiv.org/pdf/1506.07440v1,"Asia Pacific Journal of Multidisciplinary Research 3(3):20-25, 2015",none,cs.CV,Summary19271,1506.07656v2,2015-06-25T08:12:02Z,DeepMatching: Hierarchical Deformable Dense Matching,"Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1506.07656v2,No journal ref found,none,cs.CV,Summary19272,1506.08006v1,2015-06-26T09:20:05Z,Spectral Collaborative Representation based Classification for Hand Gestures recognition on Electromyography Signals,Ali Boyali,http://arxiv.org/pdf/1506.08006v1,No journal ref found,none,cs.CV,Summary19273,1506.08347v2,2015-06-28T03:12:34Z,Occlusion Coherence: Detecting and Localizing Occluded Faces,"Golnaz Ghiasi, Charless C. Fowlkes",http://arxiv.org/pdf/1506.08347v2,No journal ref found,none,cs.CV,Summary19274,1506.08353v1,2015-06-28T03:52:42Z,Patch-Based Low-Rank Minimization for Image Denoising,"Haijuan Hu, Jacques Froment, Quansheng Liu",http://arxiv.org/pdf/1506.08353v1,No journal ref found,none,cs.CV,Summary19275,1506.08438v4,2015-06-28T19:16:38Z,Unsupervised Semantic Parsing of Video Collections,"Ozan Sener, Amir Zamir, Silvio Savarese, Ashutosh Saxena",http://arxiv.org/pdf/1506.08438v4,No journal ref found,none,cs.CV,Summary19276,1506.08485v1,2015-06-29T01:59:32Z,The Multi-Strand Graph for a PTZ Tracker,"Shachaf Melman, Yael Moses, Gérard Medioni, Yinghao Cai",http://arxiv.org/pdf/1506.08485v1,No journal ref found,none,cs.CV,Summary19277,1506.08529v1,2015-06-29T07:51:28Z,Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions,"Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh",http://arxiv.org/pdf/1506.08529v1,No journal ref found,none,cs.CV,Summary19278,1506.08670v1,2015-06-29T15:03:04Z,Automatic Channel Network Extraction from Remotely Sensed Images by Singularity Analysis,"F. Isikdogan, A. C. Bovik, P. Passalacqua",http://arxiv.org/pdf/1506.08670v1,No journal ref found,none,cs.CV,Summary19279,1506.08682v1,2015-06-29T15:33:30Z,Human Shape Variation - An Efficient Implementation using Skeleton,"Dhriti Sengupta, Merina Kundu, Jayati Ghosh Dastidar",http://arxiv.org/pdf/1506.08682v1,"IJACR, Volume 4, Issue 14, March 2014, pp. 145-150",none,cs.CV,Summary19280,1506.08704v1,2015-06-29T16:01:35Z,An automatic and efficient foreground object extraction scheme,"Subhajit Adhikari, Joydeep Kar, Jayati Ghosh Dastidar",http://arxiv.org/pdf/1506.08704v1,"Subhajit Adhikari, Joydeep Kar, Jayati Ghosh Dastidar, ""An automatic and efficient foreground object extraction scheme"", International Journal of Science and Advanced Information Technology, 3 (2), 2014, pp. 40-43",none,cs.CV,Summary19281,1506.08765v1,2015-06-29T18:23:17Z,Spectral Motion Synchronization in SE(3),"Federica Arrigoni, Andrea Fusiello, Beatrice Rossi",http://arxiv.org/pdf/1506.08765v1,"In SIAM Journal on Imaging Sciences, 9 (4): 1963-1990, 2016",none,cs.CV,Summary19282,1506.08815v1,2015-06-29T15:48:02Z,Tracking Direction of Human Movement - An Efficient Implementation using Skeleton,"Merina Kundu, Dhriti Sengupta, Jayati Ghosh Dastidar",http://arxiv.org/pdf/1506.08815v1,"International Journal of Computer Applications 96(13):27-33, June 2014",none,cs.CV,Summary19283,1506.09075v3,2015-06-30T13:18:18Z,Long-Range Motion Trajectories Extraction of Articulated Human Using Mesh Evolution,"Yuanyuan Wu, Xiaohai He, Byeongkeun Kang, Haiying Song, Truong Q. Nguyen",http://arxiv.org/pdf/1506.09075v3,No journal ref found,none,cs.CV,Summary19284,1506.09110v1,2015-06-30T14:52:33Z,Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields,"Mohammad Javad Shafiee, Alexander Wong, Paul Fieguth",http://arxiv.org/pdf/1506.09110v1,No journal ref found,none,cs.CV,Summary19285,1506.09124v1,2015-06-30T15:39:37Z,Multi-Cue Structure Preserving MRF for Unconstrained Video Segmentation,"Saehoon Yi, Vladimir Pavlovic",http://arxiv.org/pdf/1506.09124v1,No journal ref found,none,cs.CV,Summary19286,1506.09174v2,2015-06-30T17:41:12Z,Discovering Characteristic Landmarks on Ancient Coins using Convolutional Networks,"Jongpil Kim, Vladimir Pavlovic",http://arxiv.org/pdf/1506.09174v2,No journal ref found,none,cs.CV,Summary19287,1506.09179v1,2015-06-30T17:49:40Z,Learning to Detect Blue-white Structures in Dermoscopy Images with Weak Supervision,"Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi",http://arxiv.org/pdf/1506.09179v1,No journal ref found,none,cs.CV,Summary19288,1507.00019v2,2015-06-30T20:08:26Z,Representing data by sparse combination of contextual data points for classification,"Jingyan Wang, Yihua Zhou, Ming Yin, Shaochang Chen, Benjamin Edwards",http://arxiv.org/pdf/1507.00019v2,No journal ref found,none,cs.CV,Summary19289,1507.00101v2,2015-07-01T04:40:31Z,Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks,"Huei-Fang Yang, Kevin Lin, Chu-Song Chen",http://arxiv.org/pdf/1507.00101v2,No journal ref found,none,cs.CV,Summary19290,1507.00110v1,2015-07-01T05:47:18Z,Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification,"Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan",http://arxiv.org/pdf/1507.00110v1,No journal ref found,none,cs.CV,Summary19291,1507.00136v2,2015-07-01T07:48:18Z,Compressive Deconvolution in Medical Ultrasound Imaging,"Zhouye Chen, Adrian Basarab, Denis Kouamé",http://arxiv.org/pdf/1507.00136v2,No journal ref found,none,cs.CV,Summary19292,1507.00302v1,2015-07-01T17:59:21Z,Pose Embeddings: A Deep Architecture for Learning to Match Human Poses,"Greg Mori, Caroline Pantofaru, Nisarg Kothari, Thomas Leung, George Toderici, Alexander Toshev, Weilong Yang",http://arxiv.org/pdf/1507.00302v1,No journal ref found,none,cs.CV,Summary19293,1507.00410v2,2015-07-02T02:16:42Z,Convolutional Color Constancy,Jonathan T. Barron,http://arxiv.org/pdf/1507.00410v2,No journal ref found,none,cs.CV,Summary19294,1507.00448v2,2015-07-02T07:21:04Z,Cross Modal Distillation for Supervision Transfer,"Saurabh Gupta, Judy Hoffman, Jitendra Malik",http://arxiv.org/pdf/1507.00448v2,No journal ref found,none,cs.CV,Summary19295,1507.00913v1,2015-07-03T13:53:26Z,Fine-grained Recognition Datasets for Biodiversity Analysis,"Erik Rodner, Marcel Simon, Gunnar Brehm, Stephanie Pietsch, J. Wolfgang Wägele, Joachim Denzler",http://arxiv.org/pdf/1507.00913v1,No journal ref found,none,cs.CV,Summary19296,1507.01208v1,2015-07-05T11:59:43Z,Parsimonious Labeling,"Puneet K. Dokania, M. Pawan Kumar",http://arxiv.org/pdf/1507.01208v1,No journal ref found,none,cs.CV,Summary19297,1507.01251v1,2015-07-05T18:40:14Z,Autoencoding the Retrieval Relevance of Medical Images,"Zehra Camlica, H. R. Tizhoosh, Farzad Khalvati",http://arxiv.org/pdf/1507.01251v1,No journal ref found,none,cs.CV,Summary19298,1507.01330v1,2015-07-06T05:34:41Z,Visual Data Deblocking using Structural Layer Priors,Xiaojie Guo,http://arxiv.org/pdf/1507.01330v1,No journal ref found,none,cs.CV,Summary19299,1507.01442v1,2015-07-06T13:25:35Z,Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing,"Shicong Liu, Hongtao Lu",http://arxiv.org/pdf/1507.01442v1,No journal ref found,none,cs.CV,Summary19300,1507.01578v1,2015-07-01T08:06:52Z,Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video,"Subarna Tripathi, Serge Belongie, Truong Nguyen",http://arxiv.org/pdf/1507.01578v1,No journal ref found,none,cs.CV,Summary19301,1507.01581v4,2015-07-06T19:55:18Z,Joint Calibration for Semantic Segmentation,"Holger Caesar, Jasper Uijlings, Vittorio Ferrari",http://arxiv.org/pdf/1507.01581v4,No journal ref found,none,cs.CV,Summary19302,1507.02049v3,2015-07-08T07:15:41Z,DCTNet : A Simple Learning-free Approach for Face Recognition,"Cong Jie Ng, Andrew Beng Jin Teoh",http://arxiv.org/pdf/1507.02049v3,No journal ref found,none,cs.CV,Summary19303,1507.02144v1,2015-07-08T13:26:13Z,Spotlight the Negatives: A Generalized Discriminative Latent Model,"Hossein Azizpour, Mostafa Arefiyan, Sobhan Naderi Parizi, Stefan Carlsson",http://arxiv.org/pdf/1507.02144v1,No journal ref found,none,cs.CV,Summary19304,1507.02159v1,2015-07-08T14:00:35Z,Towards Good Practices for Very Deep Two-Stream ConvNets,"Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao",http://arxiv.org/pdf/1507.02159v1,No journal ref found,none,cs.CV,Summary19305,1507.02177v1,2015-07-08T14:37:24Z,Iris Recognition Using Scattering Transform and Textural Features,"Shervin Minaee, AmirAli Abdolrashidi, Yao Wang",http://arxiv.org/pdf/1507.02177v1,No journal ref found,none,cs.CV,Summary19306,1507.02313v1,2015-07-08T21:13:26Z,Feature Representation in Convolutional Neural Networks,"Ben Athiwaratkun, Keegan Kang",http://arxiv.org/pdf/1507.02313v1,No journal ref found,none,cs.CV,Summary19307,1507.02346v1,2015-07-09T02:09:19Z,Neural Network Classifiers for Natural Food Products,"Jaderick P. Pabico, Alona V. De Grano, Alan L. Zarsuela",http://arxiv.org/pdf/1507.02346v1,No journal ref found,none,cs.CV,Summary19308,1507.02379v2,2015-07-09T05:20:43Z,Understanding Intra-Class Knowledge Inside CNN,"Donglai Wei, Bolei Zhou, Antonio Torrabla, William Freeman",http://arxiv.org/pdf/1507.02379v2,No journal ref found,none,cs.CV,Summary19309,1507.02380v1,2015-07-09T05:34:36Z,Learning Structured Ordinal Measures for Video based Face Recognition,"Ran He, Tieniu Tan, Larry Davis, Zhenan Sun",http://arxiv.org/pdf/1507.02380v1,No journal ref found,none,cs.CV,Summary19310,1507.02385v2,2015-07-09T06:01:34Z,Towards Effective Codebookless Model for Image Classification,"Qilong Wang, Peihua Li, Lei Zhang, Wangmeng Zuo",http://arxiv.org/pdf/1507.02385v2,No journal ref found,none,cs.CV,Summary19311,1507.02438v1,2015-07-09T09:59:40Z,Generalized Video Deblurring for Dynamic Scenes,"Tae Hyun Kim, Kyoung Mu Lee",http://arxiv.org/pdf/1507.02438v1,No journal ref found,none,cs.CV,Summary19312,1507.02558v2,2015-07-09T15:33:40Z,Multi-Type Activity Recognition in Robot-Centric Scenarios,"Ilaria Gori, J. K. Aggarwal, Larry Matthies, Michael S. Ryoo",http://arxiv.org/pdf/1507.02558v2,"IEEE Robotics and Automation Letters (RA-L), 1(1):593-600, 2016",none,cs.CV,Summary19313,1507.02620v2,2015-07-09T17:55:30Z,"Deep filter banks for texture recognition, description, and segmentation","Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos, Andrea Vedaldi",http://arxiv.org/pdf/1507.02620v2,No journal ref found,none,cs.CV,Summary19314,1507.02703v1,2015-07-09T20:40:58Z,Robot In a Room: Toward Perfect Object Recognition in Closed Environments,"Shuran Song, Linguang Zhang, Jianxiong Xiao",http://arxiv.org/pdf/1507.02703v1,No journal ref found,none,cs.CV,Summary19315,1507.02772v2,2015-07-10T03:18:50Z,Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices,"Anoop Cherian, Suvrit Sra",http://arxiv.org/pdf/1507.02772v2,No journal ref found,none,cs.CV,Summary19316,1507.02779v1,2015-07-10T04:52:36Z,Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes,"Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham",http://arxiv.org/pdf/1507.02779v1,No journal ref found,none,cs.CV,Summary19317,1507.02879v1,2015-07-10T12:55:34Z,Deep Perceptual Mapping for Thermal to Visible Face Recognition,"M. Saquib Sarfraz, Rainer Stiefelhagen",http://arxiv.org/pdf/1507.02879v1,No journal ref found,none,cs.CV,Summary19318,1507.03060v2,2015-07-11T03:04:36Z,LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes,"Hongkai Yu, Youjie Zhou, Hui Qian, Min Xian, Yuewei Lin, Dazhou Guo, Kang Zheng, Kareem Abdelfatah, Song Wang",http://arxiv.org/pdf/1507.03060v2,No journal ref found,none,cs.CV,Summary19319,1507.03148v2,2015-07-11T20:07:51Z,Face Alignment Assisted by Head Pose Estimation,"Heng Yang, Wenxuan Mou, Yichi Zhang, Ioannis Patras, Hatice Gunes, Peter Robinson",http://arxiv.org/pdf/1507.03148v2,No journal ref found,none,cs.CV,Summary19320,1507.03196v1,2015-07-12T07:25:14Z,DeepFont: Identify Your Font from An Image,"Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang",http://arxiv.org/pdf/1507.03196v1,No journal ref found,none,cs.CV,Summary19321,1507.03409v3,2015-07-13T11:58:09Z,Unconstrained Facial Landmark Localization with Backbone-Branches Fully-Convolutional Networks,"Zhujin Liang, Shengyong Ding, Liang Lin",http://arxiv.org/pdf/1507.03409v3,No journal ref found,none,cs.CV,Summary19322,1507.03698v4,2015-07-14T02:04:10Z,Lifting GIS Maps into Strong Geometric Context for Scene Understanding,"Raúl Díaz, Minhaeng Lee, Jochen Schubert, Charless C. Fowlkes",http://arxiv.org/pdf/1507.03698v4,No journal ref found,none,cs.CV,Summary19323,1507.04060v1,2015-07-15T00:50:06Z,Unsupervised Decision Forest for Data Clustering and Density Estimation,"Hayder Albehadili, Naz Islam",http://arxiv.org/pdf/1507.04060v1,No journal ref found,none,cs.CV,Summary19324,1507.04437v1,2015-07-16T02:57:59Z,A Deep Hashing Learning Network,"Guoqiang Zhong, Pan Yang, Sijiang Wang, Junyu Dong",http://arxiv.org/pdf/1507.04437v1,No journal ref found,none,cs.CV,Summary19325,1507.04512v1,2015-07-16T10:00:30Z,Diagnosing State-Of-The-Art Object Proposal Methods,"Hongyuan Zhu, Shijian Lu, Jianfei Cai, Quangqing Lee",http://arxiv.org/pdf/1507.04512v1,No journal ref found,none,cs.CV,Summary19326,1507.04576v2,2015-07-16T13:51:47Z,Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos,"Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva",http://arxiv.org/pdf/1507.04576v2,No journal ref found,none,cs.CV,Summary19327,1507.04760v2,2015-07-16T20:16:20Z,Driver Gaze Region Estimation Without Using Eye Movement,"Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer",http://arxiv.org/pdf/1507.04760v2,No journal ref found,none,cs.CV,Summary19328,1507.04816v1,2015-07-17T01:56:44Z,RBIR Based on Signature Graph,"Thanh The Van, Thanh Manh Le",http://arxiv.org/pdf/1507.04816v1,No journal ref found,none,cs.CV,Summary19329,1507.04835v1,2015-07-17T05:24:45Z,Multiscale Adaptive Representation of Signals: I. The Basic Framework,"Cheng Tai, Weinan E",http://arxiv.org/pdf/1507.04835v1,No journal ref found,none,cs.CV,Summary19330,1507.04844v1,2015-07-17T06:21:31Z,Learning Robust Deep Face Representation,Xiang Wu,http://arxiv.org/pdf/1507.04844v1,No journal ref found,none,cs.CV,Summary19331,1507.05033v1,2015-07-17T17:10:47Z,Classification of Complex Wishart Matrices with a Diffusion-Reaction System guided by Stochastic Distances,"Luis Gomez, Luis Alvarez, Luis Mazorra, Alejandro C. Frery",http://arxiv.org/pdf/1507.05033v1,No journal ref found,none,cs.CV,Summary19332,1507.05243v1,2015-07-19T03:10:28Z,Hand Gesture Recognition Library,"Jonathan Fidelis Paul, Dibyabiva Seth, Cijo Paul, Jayati Ghosh Dastidar",http://arxiv.org/pdf/1507.05243v1,"International Journal of Science and Applied Information Technology, Volume 3, No.2, March - April 2014",none,cs.CV,Summary19333,1507.05244v1,2015-07-19T03:14:56Z,Handwriting Recognition,"Jayati Ghosh Dastidar, Surabhi Sarkar, Rick Punyadyuti Sinha, Kasturi Basu",http://arxiv.org/pdf/1507.05244v1,No journal ref found,none,cs.CV,Summary19334,1507.05348v1,2015-07-19T22:31:01Z,Learning Complexity-Aware Cascades for Deep Pedestrian Detection,"Zhaowei Cai, Mohammad Saberian, Nuno Vasconcelos",http://arxiv.org/pdf/1507.05348v1,No journal ref found,none,cs.CV,Summary19335,1507.05409v2,2015-07-20T07:59:17Z,A Parameter-free Affinity Based Clustering,"Bhaskar Mukhoty, Ruchir Gupta, Y. N. Singh",http://arxiv.org/pdf/1507.05409v2,No journal ref found,none,cs.CV,Summary19336,1507.05489v1,2015-07-20T13:38:02Z,Efficient moving point handling for incremental 3D manifold reconstruction,"Andrea Romanoni, Matteo Matteucci",http://arxiv.org/pdf/1507.05489v1,No journal ref found,none,cs.CV,Summary19337,1507.05578v1,2015-07-20T18:23:54Z,Subspace Alignment Based Domain Adaptation for RCNN Detector,"Anant Raj, Vinay P. Namboodiri, Tinne Tuytelaars",http://arxiv.org/pdf/1507.05578v1,No journal ref found,none,cs.CV,Summary19338,1507.05699v5,2015-07-21T04:00:44Z,Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians,"Peiyun Hu, Deva Ramanan",http://arxiv.org/pdf/1507.05699v5,No journal ref found,none,cs.CV,Summary19339,1507.05717v1,2015-07-21T06:26:32Z,An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition,"Baoguang Shi, Xiang Bai, Cong Yao",http://arxiv.org/pdf/1507.05717v1,No journal ref found,none,cs.CV,Summary19340,1507.05726v1,2015-07-21T07:23:45Z,Rule Of Thumb: Deep derotation for improved fingertip detection,"Aaron Wetzler, Ron Slossberg, Ron Kimmel",http://arxiv.org/pdf/1507.05726v1,No journal ref found,none,cs.CV,Summary19341,1507.05737v1,2015-07-21T08:02:36Z,Online Metric-Weighted Linear Representations for Robust Visual Tracking,"Xi Li, Chunhua Shen, Anthony Dick, Zhongfei Zhang, Yueting Zhuang",http://arxiv.org/pdf/1507.05737v1,No journal ref found,none,cs.CV,Summary19342,1507.05738v2,2015-07-21T08:07:50Z,Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos,"Serena Yeung, Olga Russakovsky, Ning Jin, Mykhaylo Andriluka, Greg Mori, Li Fei-Fei",http://arxiv.org/pdf/1507.05738v2,No journal ref found,none,cs.CV,Summary19343,1507.05936v3,2015-07-21T18:19:31Z,The Cumulative Distribution Transform and Linear Pattern Classification,"Se Rim Park, Soheil Kolouri, Shinjini Kundu, Gustavo Rohde",http://arxiv.org/pdf/1507.05936v3,No journal ref found,none,cs.CV,Summary19344,1507.06120v5,2015-07-22T10:23:50Z,Towards Storytelling from Visual Lifelogging: An Overview,"Marc Bolaños, Mariella Dimiccoli, Petia Radeva",http://arxiv.org/pdf/1507.06120v5,No journal ref found,none,cs.CV,Summary19345,1507.06149v1,2015-07-22T12:18:21Z,Data-free parameter pruning for Deep Neural Networks,"Suraj Srinivas, R. Venkatesh Babu",http://arxiv.org/pdf/1507.06149v1,No journal ref found,none,cs.CV,Summary19346,1507.06173v1,2015-07-22T13:18:14Z,"Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo","Amit Adam, Christoph Dann, Omer Yair, Shai Mazor, Sebastian Nowozin",http://arxiv.org/pdf/1507.06173v1,No journal ref found,none,cs.CV,Summary19347,1507.06266v5,2015-07-22T17:43:54Z,Particle detection and tracking in fluorescence time-lapse imaging: a contrario approach,"Mariella Dimiccoli, Jean-Pascal Jacob, Lionel Moisan",http://arxiv.org/pdf/1507.06266v5,Machine Vision and Applications (2016) 27: 511,none,cs.CV,Summary19348,1507.06332v1,2015-07-22T20:21:59Z,Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization,"Kevin J. Shih, Arun Mallya, Saurabh Singh, Derek Hoiem",http://arxiv.org/pdf/1507.06332v1,No journal ref found,none,cs.CV,Summary19349,1507.06397v1,2015-07-23T07:13:24Z,Multi-Target Tracking with Time-Varying Clutter Rate and Detection Profile: Application to Time-lapse Cell Microscopy Sequences,"Seyed Hamid Rezatofighi, Stephen Gould, Ba Tuong Vo, Ba-Ngu Vo, Katarina Mele, Richard Hartley",http://arxiv.org/pdf/1507.06397v1,No journal ref found,none,cs.CV,Summary19350,1507.06429v1,2015-07-23T10:01:45Z,Deep Fishing: Gradient Features from Deep Nets,"Albert Gordo, Adrien Gaidon, Florent Perronnin",http://arxiv.org/pdf/1507.06429v1,No journal ref found,none,cs.CV,Summary19351,1507.06504v4,2015-07-23T14:08:49Z,Active skeleton for bacteria modeling,"Jean-Pascal Jacob, Mariella Dimiccoli, Lionel Moisan",http://arxiv.org/pdf/1507.06504v4,"Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, pp. 1-13, 2016",none,cs.CV,Summary19352,1507.06617v4,2015-07-23T19:09:27Z,Fourier descriptors based on the structure of the human primary visual cortex with applications to object recognition,"Amine Bohi, Dario Prandi, Vincente Guis, Frédéric Bouchara, Jean-Paul Gauthier",http://arxiv.org/pdf/1507.06617v4,No journal ref found,none,cs.CV,Summary19353,1507.06838v2,2015-07-24T13:22:29Z,Descriptors and regions of interest fusion for gender classification in the wild. Comparison and combination with Convolutional Neural Networks,"M. Castrillón-Santana, J. Lorenzo-Navarro, E. Ramón-Balmaseda",http://arxiv.org/pdf/1507.06838v2,No journal ref found,none,cs.CV,Summary19354,1507.07073v2,2015-07-25T06:17:08Z,Efficient Face Alignment via Locality-constrained Representation for Robust Recognition,"Yandong Wen, Weiyang Liu, Meng Yang, Zhifeng Li",http://arxiv.org/pdf/1507.07073v2,No journal ref found,none,cs.CV,Summary19355,1507.07075v1,2015-07-25T06:48:55Z,A Study of Morphological Filtering Using Graph and Hypergraphs,"Keerthana S. Prakash, R. P. Prakash, V. P. Binu",http://arxiv.org/pdf/1507.07075v1,No journal ref found,none,cs.CV,Summary19356,1507.07096v1,2015-07-25T11:50:11Z,Thinning Algorithm Using Hypergraph Based Morphological Operators,"R. P. Prakash, Keerthana S. Prakash, V. P. Binu",http://arxiv.org/pdf/1507.07096v1,"IEEE Xplore Advance Computing Conference (IACC) Proceedings Pages: 1017 - 1020,,Year: 2015",none,cs.CV,Summary19357,1507.07203v1,2015-07-26T14:29:55Z,Capturing the Dynamics of Pedestrian Traffic Using a Machine Vision System,"Louie Vincent A. Ngoho, Jaderick P. Pabico",http://arxiv.org/pdf/1507.07203v1,"Philippine Information Technology Journal, 2(2):1-11, 2009",none,cs.CV,Summary19358,1507.07242v2,2015-07-26T20:06:43Z,Face Search at Scale: 80 Million Gallery,"Dayong Wang, Charles Otto, Anil K. Jain",http://arxiv.org/pdf/1507.07242v2,No journal ref found,none,cs.CV,Summary19359,1507.07458v1,2015-07-27T15:50:03Z,Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarization,"Xun Xu, Timothy Hospedales, Shaogang Gong",http://arxiv.org/pdf/1507.07458v1,No journal ref found,none,cs.CV,Summary19360,1507.07505v3,2015-07-27T18:13:52Z,Real-time 2D/3D Registration via CNN Regression,"Shun Miao, Z. Jane Wang, Rui Liao",http://arxiv.org/pdf/1507.07505v3,No journal ref found,none,cs.CV,Summary19361,1507.07508v2,2015-07-27T18:17:55Z,Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features,"Peng Sun, Haoyin Zhou, Devon Lundine, James K. Min, Guanglei Xiong",http://arxiv.org/pdf/1507.07508v2,No journal ref found,none,cs.CV,Summary19362,1507.07583v2,2015-07-27T20:44:51Z,Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation,"David L. Richmond, Dagmar Kainmueller, Michael Y. Yang, Eugene W. Myers, Carsten Rother",http://arxiv.org/pdf/1507.07583v2,No journal ref found,none,cs.CV,Summary19363,1507.07646v3,2015-07-28T05:28:34Z,Learning 3D Deformation of Animals from 2D Images,"Angjoo Kanazawa, Shahar Kovalsky, Ronen Basri, David W. Jacobs",http://arxiv.org/pdf/1507.07646v3,No journal ref found,none,cs.CV,Summary19364,1507.07815v1,2015-07-28T15:36:24Z,A Multi-Camera Image Processing and Visualization System for Train Safety Assessment,"Giuseppe Lisanti, Svebor Karaman, Daniele Pezzatini, Alberto Del Bimbo",http://arxiv.org/pdf/1507.07815v1,No journal ref found,none,cs.CV,Summary19365,1507.07882v1,2015-07-27T18:16:35Z,"Occlusion-Aware Object Localization, Segmentation and Pose Estimation","Samarth Brahmbhatt, Heni Ben Amor, Henrik Christensen",http://arxiv.org/pdf/1507.07882v1,No journal ref found,none,cs.CV,Summary19366,1507.08030v1,2015-07-29T06:30:04Z,Adapted sampling for 3D X-ray computed tomography,"Anthony Cazasnoves, Fanny Buyens, Sylvie Sevestre",http://arxiv.org/pdf/1507.08030v1,No journal ref found,none,cs.CV,Summary19367,1507.08064v1,2015-07-29T08:47:49Z,Collaborative Representation Classification Ensemble for Face Recognition,"Xiaochao Qu, Suah Kim, Run Cui, Hyoung Joong Kim",http://arxiv.org/pdf/1507.08064v1,No journal ref found,none,cs.CV,Summary19368,1507.08076v1,2015-07-29T09:28:11Z,Cross-pose Face Recognition by Canonical Correlation Analysis,"Annan Li, Shiguang Shan, Xilin Chen, Bingpeng Ma, Shuicheng Yan, Wen Gao",http://arxiv.org/pdf/1507.08076v1,No journal ref found,none,cs.CV,Summary19369,1507.08085v2,2015-07-29T09:59:42Z,Tracking Randomly Moving Objects on Edge Box Proposals,"Gao Zhu, Fatih Porikli, Hongdong Li",http://arxiv.org/pdf/1507.08085v2,No journal ref found,none,cs.CV,Summary19370,1507.08173v2,2015-07-29T14:53:33Z,Fast Robust PCA on Graphs,"Nauman Shahid, Nathanael Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst",http://arxiv.org/pdf/1507.08173v2,No journal ref found,none,cs.CV,Summary19371,1507.08184v2,2015-07-29T15:29:09Z,Beamforming through regularized inverse problems in ultrasound medical imaging,"Teodora Szasz, Adrian Basarab, Denis Kouamé",http://arxiv.org/pdf/1507.08184v2,No journal ref found,none,cs.CV,Summary19372,1507.08363v1,2015-07-30T03:05:47Z,Action recognition in still images by latent superpixel classification,"Shaukat Abidi, Massimo Piccardi, Mary-Anne Williams",http://arxiv.org/pdf/1507.08363v1,No journal ref found,none,cs.CV,Summary19373,1507.08373v1,2015-07-30T04:17:02Z,When VLAD met Hilbert,"Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli",http://arxiv.org/pdf/1507.08373v1,No journal ref found,none,cs.CV,Summary19374,1507.08429v1,2015-07-30T09:34:30Z,Multilinear Map Layer: Prediction Regularization by Structural Constraint,"Shuchang Zhou, Yuxin Wu",http://arxiv.org/pdf/1507.08429v1,No journal ref found,none,cs.CV,Summary19375,1507.08445v1,2015-07-30T10:47:31Z,People Counting in High Density Crowds from Still Images,"Ankan Bansal, K. S. Venkatesh",http://arxiv.org/pdf/1507.08445v1,No journal ref found,none,cs.CV,Summary19376,1507.08711v1,2015-07-31T00:11:11Z,Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs,"Mehrtash Harandi, Mathieu Salzmann, Mahsa Baktashmotlagh",http://arxiv.org/pdf/1507.08711v1,No journal ref found,none,cs.CV,Summary19377,1507.08754v1,2015-07-31T05:02:56Z,Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification,"Fa Wu, Peijun Hu, Dexing Kong",http://arxiv.org/pdf/1507.08754v1,No journal ref found,none,cs.CV,Summary19378,1507.08761v1,2015-07-31T06:02:56Z,Multimodal Multipart Learning for Action Recognition in Depth Videos,"Amir Shahroudy, Gang Wang, Tian-Tsong Ng, Qingxiong Yang",http://arxiv.org/pdf/1507.08761v1,No journal ref found,none,cs.CV,Summary19379,1507.08905v4,2015-07-31T14:56:30Z,Deep Networks for Image Super-Resolution with Sparse Prior,"Zhaowen Wang, Ding Liu, Jianchao Yang, Wei Han, Thomas Huang",http://arxiv.org/pdf/1507.08905v4,No journal ref found,none,cs.CV,Summary19380,1508.00092v1,2015-08-01T07:15:19Z,Land Use Classification in Remote Sensing Images by Convolutional Neural Networks,"Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva",http://arxiv.org/pdf/1508.00092v1,No journal ref found,none,cs.CV,Summary19381,1508.00102v1,2015-08-01T09:37:30Z,Towards Distortion-Predictable Embedding of Neural Networks,Axel Angel,http://arxiv.org/pdf/1508.00102v1,No journal ref found,none,cs.CV,Summary19382,1508.00217v3,2015-08-02T10:43:25Z,Indexing of CNN Features for Large Scale Image Search,"Ruoyu Liu, Yao Zhao, Shikui Wei, Zhenfeng Zhu, Lixin Liao, Shuang Qiu",http://arxiv.org/pdf/1508.00217v3,No journal ref found,none,cs.CV,Summary19383,1508.00239v1,2015-08-02T14:09:02Z,Partial matching face recognition method for rehabilitation nursing robots beds,"Dongmei Liang, Wushan Cheng",http://arxiv.org/pdf/1508.00239v1,No journal ref found,none,cs.CV,Summary19384,1508.00271v2,2015-08-02T18:59:52Z,Recurrent Network Models for Human Dynamics,"Katerina Fragkiadaki, Sergey Levine, Panna Felsen, Jitendra Malik",http://arxiv.org/pdf/1508.00271v2,No journal ref found,none,cs.CV,Summary19385,1508.00278v1,2015-08-02T19:55:27Z,Dictionary and Image Recovery from Incomplete and Random Measurements,"Mohammad Aghagolzadeh, Hayder Radha",http://arxiv.org/pdf/1508.00278v1,No journal ref found,none,cs.CV,Summary19386,1508.00282v1,2015-08-02T20:40:21Z,On Hyperspectral Classification in the Compressed Domain,"Mohammad Aghagolzadeh, Hayder Radha",http://arxiv.org/pdf/1508.00282v1,No journal ref found,none,cs.CV,Summary19387,1508.00307v1,2015-08-03T03:29:50Z,Local Color Contrastive Descriptor for Image Classification,"Sheng Guo, Weilin Huang, Yu Qiao",http://arxiv.org/pdf/1508.00307v1,No journal ref found,none,cs.CV,Summary19388,1508.00430v2,2015-08-03T14:33:03Z,Kernelized Multiview Projection,"Mengyang Yu, Li Liu, Ling Shao",http://arxiv.org/pdf/1508.00430v2,No journal ref found,none,cs.CV,Summary19389,1508.00537v1,2015-08-03T19:21:03Z,Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns,"Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Rubens Campos Machado",http://arxiv.org/pdf/1508.00537v1,"Biometric Measurements and Systems for Security and Medical Applications (BIOMS) Proceedings, 2014 IEEE Workshop on",none,cs.CV,Summary19390,1508.00776v1,2015-08-04T14:01:55Z,Online Domain Adaptation for Multi-Object Tracking,"Adrien Gaidon, Eleonora Vig",http://arxiv.org/pdf/1508.00776v1,No journal ref found,none,cs.CV,Summary19391,1508.00835v1,2015-08-04T17:07:51Z,Semantic Pose using Deep Networks Trained on Synthetic RGB-D,"Jeremie Papon, Markus Schoeler",http://arxiv.org/pdf/1508.00835v1,No journal ref found,none,cs.CV,Summary19392,1508.00966v1,2015-08-05T03:42:54Z,3D Automatic Segmentation Method for Retinal Optical Coherence Tomography Volume Data Using Boundary Surface Enhancement,"Yankui Sun, Tian Zhang, Yue Zhao, Yufan He",http://arxiv.org/pdf/1508.00966v1,No journal ref found,none,cs.CV,Summary19393,1508.00998v2,2015-08-05T08:25:27Z,Single and Multiple Illuminant Estimation Using Convolutional Neural Networks,"Simone Bianco, Claudio Cusano, Raimondo Schettini",http://arxiv.org/pdf/1508.00998v2,No journal ref found,none,cs.CV,Summary19394,1508.01057v1,2015-08-05T13:02:48Z,On the convergence of the sparse possibilistic c-means algorithm,"Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis",http://arxiv.org/pdf/1508.01057v1,No journal ref found,none,cs.CV,Summary19395,1508.01081v1,2015-08-05T14:09:23Z,Detection of Critical Number of People in Interlocked Doors for Security Access Control by Exploiting a Microwave Transceiver-Array,"Paolo Nesi, Gianni Pantaleo",http://arxiv.org/pdf/1508.01081v1,No journal ref found,none,cs.CV,Summary19396,1508.01108v1,2015-08-05T15:40:21Z,Evaluating color texture descriptors under large variations of controlled lighting conditions,"Claudio Cusano, Paolo Napoletano, Raimondo Schettini",http://arxiv.org/pdf/1508.01108v1,No journal ref found,none,cs.CV,Summary19397,1508.01128v1,2015-08-05T17:00:24Z,Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation,"Awais Mansoor, Juan J. Cerrolaza, Robert A. Avery, Marius G. Linguraru",http://arxiv.org/pdf/1508.01128v1,No journal ref found,none,cs.CV,Summary19398,1508.01158v2,2015-08-05T18:31:42Z,Socially Constrained Structural Learning for Groups Detection in Crowd,"Francesco Solera, Simone Calderara, Rita Cucchiara",http://arxiv.org/pdf/1508.01158v2,No journal ref found,none,cs.CV,Summary19399,1508.01176v1,2015-08-05T19:03:32Z,HFirst: A Temporal Approach to Object Recognition,"Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings, Christoph Posch, Nitish Thakor, Ryad Benosman",http://arxiv.org/pdf/1508.01176v1,"Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.37, no.10, pp.2028-2040, Oct 2015",none,cs.CV,Summary19400,1508.01244v3,2015-08-05T22:38:53Z,TabletGaze: Unconstrained Appearance-based Gaze Estimation in Mobile Tablets,"Qiong Huang, Ashok Veeraraghavan, Ashutosh Sabharwal",http://arxiv.org/pdf/1508.01244v3,No journal ref found,none,cs.CV,Summary19401,1508.01292v3,2015-08-06T07:01:55Z,Compact Convolutional Neural Network Cascade for Face Detection,"Ilya Kalinovskii, Vladimir Spitsyn",http://arxiv.org/pdf/1508.01292v3,No journal ref found,none,cs.CV,Summary19402,1508.01521v2,2015-08-06T20:07:45Z,Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation,"Saif Dawood Salman Al-Shaikhli, Michael Ying Yang, Bodo Rosenhahn",http://arxiv.org/pdf/1508.01521v2,No journal ref found,none,cs.CV,Summary19403,1508.01667v1,2015-08-07T12:11:06Z,Places205-VGGNet Models for Scene Recognition,"Limin Wang, Sheng Guo, Weilin Huang, Yu Qiao",http://arxiv.org/pdf/1508.01667v1,No journal ref found,none,cs.CV,Summary19404,1508.01722v2,2015-08-07T15:21:19Z,Unconstrained Face Verification using Deep CNN Features,"Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1508.01722v2,No journal ref found,none,cs.CV,Summary19405,1508.01983v4,2015-08-09T04:02:51Z,Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View Invariance,"Amr Bakry, Mohamed Elhoseiny, Tarek El-Gaaly, Ahmed Elgammal",http://arxiv.org/pdf/1508.01983v4,No journal ref found,none,cs.CV,Summary19406,1508.02246v1,2015-08-10T13:51:35Z,Feature Learning for Interaction Activity Recognition in RGBD Videos,Ngu Nguyen,http://arxiv.org/pdf/1508.02246v1,No journal ref found,none,cs.CV,Summary19407,1508.02405v1,2015-08-10T20:09:28Z,Gait Assessment for Multiple Sclerosis Patients Using Microsoft Kinect,"Farnood Gholami, Daria A. Trojan, Jozsef Kovecses, Wassim M. Haddad, Behnood Gholami",http://arxiv.org/pdf/1508.02405v1,No journal ref found,none,cs.CV,Summary19408,1508.02606v1,2015-08-11T14:17:28Z,InAR:Inverse Augmented Reality,"Hao Hu, Hainan Cui",http://arxiv.org/pdf/1508.02606v1,No journal ref found,none,cs.CV,Summary19409,1508.02844v2,2015-08-12T08:22:04Z,What is Holding Back Convnets for Detection?,"Bojan Pepik, Rodrigo Benenson, Tobias Ritschel, Bernt Schiele",http://arxiv.org/pdf/1508.02844v2,No journal ref found,none,cs.CV,Summary19410,1508.02848v2,2015-08-12T08:40:48Z,Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration,"Yunjin Chen, Thomas Pock",http://arxiv.org/pdf/1508.02848v2,No journal ref found,none,cs.CV,Summary19411,1508.02977v1,2015-08-12T16:16:10Z,A massively parallel multi-level approach to a domain decomposition method for the optical flow estimation with varying illumination,"Diane Gilliocq-Hirtz, Zakaria Belhachmi",http://arxiv.org/pdf/1508.02977v1,No journal ref found,none,cs.CV,Summary19412,1508.03269v1,2015-08-13T17:01:12Z,A New Approach to an Old Problem: The Reconstruction of a Go Game through a Series of Photographs,"Mario Corsolini, Andrea Carta",http://arxiv.org/pdf/1508.03269v1,No journal ref found,none,cs.CV,Summary19413,1508.03422v2,2015-08-14T05:23:30Z,Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data,"Salman H. Khan, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri",http://arxiv.org/pdf/1508.03422v2,No journal ref found,none,cs.CV,Summary19414,1508.03710v1,2015-08-15T09:03:19Z,A Novel Approach For Finger Vein Verification Based on Self-Taught Learning,"Mohsen Fayyaz, Masoud PourReza, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy",http://arxiv.org/pdf/1508.03710v1,No journal ref found,none,cs.CV,Summary19415,1508.03755v1,2015-08-15T17:04:50Z,Beat-Event Detection in Action Movie Franchises,"Danila Potapov, Matthijs Douze, Jerome Revaud, Zaid Harchaoui, Cordelia Schmid",http://arxiv.org/pdf/1508.03755v1,No journal ref found,none,cs.CV,Summary19416,1508.03881v2,2015-08-17T00:05:38Z,Pose-Guided Human Parsing with Deep Learned Features,"Fangting Xia, Jun Zhu, Peng Wang, Alan Yuille",http://arxiv.org/pdf/1508.03881v2,No journal ref found,none,cs.CV,Summary19417,1508.03928v1,2015-08-17T05:45:12Z,LCNN: Low-level Feature Embedded CNN for Salient Object Detection,"Hongyang Li, Huchuan Lu, Zhe Lin, Xiaohui Shen, Brian Price",http://arxiv.org/pdf/1508.03928v1,No journal ref found,none,cs.CV,Summary19418,1508.03953v1,2015-08-17T08:48:54Z,Sense Beyond Expressions: Cuteness,"Kang Wang, Tam V. Nguyen, Jiashi Feng, Jose Sepulveda",http://arxiv.org/pdf/1508.03953v1,No journal ref found,none,cs.CV,Summary19419,1508.04190v1,2015-08-18T01:38:08Z,Action Recognition based on Subdivision-Fusion Model,"Hao Zongbo, Lu Linlin, Zhang Qianni, Wu Jie, Izquierdo Ebroul, Yang Juanyu, Zhao Jun",http://arxiv.org/pdf/1508.04190v1,No journal ref found,none,cs.CV,Summary19420,1508.04198v1,2015-08-18T02:33:30Z,Low Rank Representation on Riemannian Manifold of Square Root Densities,"Yifan Fu, Junbin Gao, Xia Hong, David Tien",http://arxiv.org/pdf/1508.04198v1,No journal ref found,none,cs.CV,Summary19421,1508.04224v1,2015-08-18T06:22:42Z,Image tag completion by local learning,"Jingyan Wang, Yihua Zhou, Haoxiang Wang, Xiaohong Yang, Feng Yang, Austin Peterson",http://arxiv.org/pdf/1508.04224v1,No journal ref found,none,cs.CV,Summary19422,1508.04238v1,2015-08-18T08:18:55Z,Preprint ARPPS Augmented Reality Pipeline Prospect System,"Xiaolei Zhang, Yong Han, DongSheng Hao, Zhihan Lv",http://arxiv.org/pdf/1508.04238v1,No journal ref found,none,cs.CV,Summary19423,1508.04389v1,2015-08-18T17:24:09Z,A Deep Pyramid Deformable Part Model for Face Detection,"Rajeev Ranjan, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1508.04389v1,No journal ref found,none,cs.CV,Summary19424,1508.04458v1,2015-06-24T22:03:28Z,Multiresolution Approach to Acceleration of Iterative Image Reconstruction for X-Ray Imaging for Security Applications,"S. Degirmenci, Joseph A. OSullivan, David G. Politte",http://arxiv.org/pdf/1508.04458v1,No journal ref found,none,cs.CV,Summary19425,1508.04535v2,2015-08-19T06:26:34Z,Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification,"Ruimao Zhang, Liang Lin, Rui Zhang, Wangmeng Zuo, Lei Zhang",http://arxiv.org/pdf/1508.04535v2,No journal ref found,none,cs.CV,Summary19426,1508.04546v1,2015-08-19T07:24:14Z,Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images,"Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother",http://arxiv.org/pdf/1508.04546v1,No journal ref found,none,cs.CV,Summary19427,1508.04586v1,2015-08-19T10:07:07Z,Saliency maps on image hierarchies,Verónica Vilaplana,http://arxiv.org/pdf/1508.04586v1,No journal ref found,none,cs.CV,Summary19428,1508.04843v1,2015-08-20T00:46:38Z,Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection,"Kisuk Lee, Aleksandar Zlateski, Ashwin Vishwanathan, H. Sebastian Seung",http://arxiv.org/pdf/1508.04843v1,No journal ref found,none,cs.CV,Summary19429,1508.04955v1,2015-08-20T11:03:44Z,Introducing Geometry in Active Learning for Image Segmentation,"Ksenia Konyushkova, Raphael Sznitman, Pascal Fua",http://arxiv.org/pdf/1508.04955v1,No journal ref found,none,cs.CV,Summary19430,1508.05028v1,2015-08-20T16:20:35Z,Using User Generated Online Photos to Estimate and Monitor Air Pollution in Major Cities,"Yuncheng Li, Jifei Huang, Jiebo Luo",http://arxiv.org/pdf/1508.05028v1,No journal ref found,none,cs.CV,Summary19431,1508.05038v3,2015-08-20T16:45:17Z,Seeing Behind the Camera: Identifying the Authorship of a Photograph,"Christopher Thomas, Adriana Kovashka",http://arxiv.org/pdf/1508.05038v3,No journal ref found,none,cs.CV,Summary19432,1508.05046v1,2015-08-20T17:04:34Z,Improving Image Restoration with Soft-Rounding,"Xing Mei, Honggang Qi, Bao-Gang Hu, Siwei Lyu",http://arxiv.org/pdf/1508.05046v1,No journal ref found,none,cs.CV,Summary19433,1508.05151v2,2015-08-21T00:03:31Z,Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation,"Christian Bailer, Bertram Taetz, Didier Stricker",http://arxiv.org/pdf/1508.05151v2,No journal ref found,none,cs.CV,Summary19434,1508.05306v1,2015-08-21T15:16:18Z,Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification,"Zhen Zuo, Gang Wang, Bing Shuai, Lifan Zhao, Qingxiong Yang",http://arxiv.org/pdf/1508.05306v1,No journal ref found,none,cs.CV,Summary19435,1508.05683v1,2015-08-24T01:54:54Z,Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging,"Siqi Liu, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael Fulham, Weidong Cai",http://arxiv.org/pdf/1508.05683v1,No journal ref found,none,cs.CV,Summary19436,1508.05704v1,2015-08-24T06:28:56Z,Iterative Thresholded Bi-Histogram Equalization for Medical Image Enhancement,"Muhammad Ali Qadar, Yan Zhaowen, Li Hua",http://arxiv.org/pdf/1508.05704v1,"International Journal of Computer Applications (0975 8887) Volume 114 No. 8, March 2015",none,cs.CV,Summary19437,1508.05879v1,2015-08-24T16:49:30Z,Optical images-based edge detection in Synthetic Aperture Radar images,"Gilberto P. Silva Junior, Alejandro C. Frery, Sandra Sandri, Humberto Bustince, Edurne Barrenechea, Cédric Marco-Detchart",http://arxiv.org/pdf/1508.05879v1,No journal ref found,none,cs.CV,Summary19438,1508.05995v1,2015-08-24T23:29:19Z,An algorithm for Left Atrial Thrombi detection using Transesophageal Echocardiography,"Jianrui Ding, Min Xian, H. D. Cheng, Yang Li, Fei Xu, Yingtao Zhang",http://arxiv.org/pdf/1508.05995v1,No journal ref found,none,cs.CV,Summary19439,1508.06010v1,2015-08-25T02:10:48Z,Wavelet subspace decomposition of thermal infrared images for defect detection in artworks,"Muhammad Zubair Ahmad, Amir Ali Khan, Sihem Mezghani, Eric Perrin, Kamel Mouhoubi, Jean-Luc Bodnar, Valeriu Vrabie",http://arxiv.org/pdf/1508.06010v1,No journal ref found,none,cs.CV,Summary19440,1508.06073v2,2015-08-25T08:59:46Z,Cooking in the kitchen: Recognizing and Segmenting Human Activities in Videos,"Hilde Kuehne, Juergen Gall, Thomas Serre",http://arxiv.org/pdf/1508.06073v2,No journal ref found,none,cs.CV,Summary19441,1508.06163v2,2015-08-25T14:18:34Z,Accurate Urban Road Centerline Extraction from VHR Imagery via Multiscale Segmentation and Tensor Voting,"Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Chunhong Pan",http://arxiv.org/pdf/1508.06163v2,No journal ref found,none,cs.CV,Summary19442,1508.06464v3,2015-08-26T12:27:17Z,SPF-CellTracker: Tracking multiple cells with strongly-correlated moves using a spatial particle filter,"Osamu Hirose, Shotaro Kawaguchi, Terumasa Tokunaga, Yu Toyoshima, Takayuki Teramoto, Sayuri Kuge, Takeshi Ishihara, Yuichi Iino, Ryo Yoshida",http://arxiv.org/pdf/1508.06464v3,No journal ref found,none,cs.CV,Summary19443,1508.06708v1,2015-08-27T03:21:15Z,Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation,"Sijin Li, Weichen Zhang, Antoni B. Chan",http://arxiv.org/pdf/1508.06708v1,No journal ref found,none,cs.CV,Summary19444,1508.06725v1,2015-08-27T05:36:00Z,Image Type Water Meter Character Recognition Based on Embedded DSP,"Ying Liu, Yan-bin Han, Yu-lin Zhang",http://arxiv.org/pdf/1508.06725v1,No journal ref found,none,cs.CV,Summary19445,1508.06728v1,2015-08-27T06:12:34Z,A Comparative Analysis of Retrieval Techniques In Content Based Image Retrieval,"Mohini P. Sardey, G. K. Kharate",http://arxiv.org/pdf/1508.06728v1,No journal ref found,none,cs.CV,Summary19446,1508.06853v1,2015-08-27T13:31:09Z,Shopper Analytics: a customer activity recognition system using a distributed RGB-D camera network,"Daniele Liciotti, Marco Contigiani, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti, Valerio Placidi",http://arxiv.org/pdf/1508.06853v1,No journal ref found,none,cs.CV,Summary19447,1508.07148v1,2015-08-28T09:38:05Z,Discrete Hashing with Deep Neural Network,"Thanh-Toan Do, Anh-Zung Doan, Ngai-Man Cheung",http://arxiv.org/pdf/1508.07148v1,No journal ref found,none,cs.CV,Summary19448,1508.07415v2,2015-08-29T08:08:19Z,Mixed Gaussian-Impulse Noise Removal from Highly Corrupted Images via Adaptive Local and Nonlocal Statistical Priors,"Nasser Eslahi, Hami Mahdavinataj, Ali Aghagolzadeh",http://arxiv.org/pdf/1508.07415v2,No journal ref found,none,cs.CV,Summary19449,1508.07468v3,2015-08-29T15:47:20Z,"Image Annotation Incorporating Low-Rankness, Tag and Visual Correlation and Inhomogeneous Errors",Yuqing Hou,http://arxiv.org/pdf/1508.07468v3,No journal ref found,none,cs.CV,Summary19450,1508.07647v2,2015-08-30T23:34:13Z,Love Thy Neighbors: Image Annotation by Exploiting Image Metadata,"Justin Johnson, Lamberto Ballan, Fei-Fei Li",http://arxiv.org/pdf/1508.07647v2,No journal ref found,none,cs.CV,Summary19451,1508.07654v1,2015-08-31T00:56:20Z,Action Recognition by Hierarchical Mid-level Action Elements,"Tian Lan, Yuke Zhu, Amir Roshan Zamir, Silvio Savarese",http://arxiv.org/pdf/1508.07654v1,No journal ref found,none,cs.CV,Summary19452,1508.07953v1,2015-08-31T18:43:31Z,Approximate Nearest Neighbor Fields in Video,"Nir Ben-Zrihem, Lihi Zelnik-Manor",http://arxiv.org/pdf/1508.07953v1,No journal ref found,none,cs.CV,Summary19453,1509.00116v2,2015-09-01T01:59:59Z,"FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation","M. Salman Asif, Ali Ayremlou, Aswin Sankaranarayanan, Ashok Veeraraghavan, Richard Baraniuk",http://arxiv.org/pdf/1509.00116v2,No journal ref found,none,cs.CV,Summary19454,1509.00117v2,2015-09-01T02:00:56Z,Discovery Radiomics for Computed Tomography Cancer Detection,"Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong",http://arxiv.org/pdf/1509.00117v2,No journal ref found,none,cs.CV,Summary19455,1509.00244v1,2015-09-01T12:09:06Z,Robust Face Recognition via Multimodal Deep Face Representation,"Changxing Ding, Dacheng Tao",http://arxiv.org/pdf/1509.00244v1,No journal ref found,none,cs.CV,Summary19456,1509.00296v2,2015-09-01T13:49:11Z,Fast Randomized Singular Value Thresholding for Low-rank Optimization,"Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon",http://arxiv.org/pdf/1509.00296v2,No journal ref found,none,cs.CV,Summary19457,1509.00313v1,2015-09-01T14:27:50Z,Iterative hypothesis testing for multi-object tracking in presence of features with variable reliability,"Amit Kumar K. C., Damien Delannay, Christophe De Vleeschouwer",http://arxiv.org/pdf/1509.00313v1,No journal ref found,none,cs.CV,Summary19458,1509.00552v2,2015-09-02T03:09:23Z,DAG-Recurrent Neural Networks For Scene Labeling,"Bing Shuai, Zhen Zuo, Gang Wang, Bing Wang",http://arxiv.org/pdf/1509.00552v2,No journal ref found,none,cs.CV,Summary19459,1509.00568v1,2015-09-02T06:18:27Z,Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach,"Michael Fire, Jonathan Schler",http://arxiv.org/pdf/1509.00568v1,No journal ref found,none,cs.CV,Summary19460,1509.00651v3,2015-09-02T11:51:48Z,Manipulated Object Proposal: A Discriminative Object Extraction and Feature Fusion Framework for First-Person Daily Activity Recognition,"Changzhi Luo, Bingbing Ni, Jun Yuan, Jianfeng Wang, Shuicheng Yan, Meng Wang",http://arxiv.org/pdf/1509.00651v3,No journal ref found,none,cs.CV,Summary19461,1509.00714v1,2015-09-02T14:09:13Z,Dictionary based Approach to Edge Detection,"Nitish Chandra, Kedar Khare",http://arxiv.org/pdf/1509.00714v1,No journal ref found,none,cs.CV,Summary19462,1509.00816v1,2015-09-02T18:49:18Z,Depth Fields: Extending Light Field Techniques to Time-of-Flight Imaging,"Suren Jayasuriya, Adithya Pediredla, Sriram Sivaramakrishnan, Alyosha Molnar, Ashok Veeraraghavan",http://arxiv.org/pdf/1509.00816v1,No journal ref found,none,cs.CV,Summary19463,1509.01074v1,2015-09-03T13:25:37Z,A Novice Guide towards Human Motion Analysis and Understanding,Ahmed Nabil Mohamed,http://arxiv.org/pdf/1509.01074v1,No journal ref found,none,cs.CV,Summary19464,1509.01122v1,2015-09-03T15:24:06Z,Vision-Based Road Detection using Contextual Blocks,"Caio César Teodoro Mendes, Vincent Frémont, Denis Fernando Wolf",http://arxiv.org/pdf/1509.01122v1,No journal ref found,none,cs.CV,Summary19465,1509.01287v1,2015-09-03T22:04:37Z,Image Classification with Rejection using Contextual Information,"Filipe Condessa, José Bioucas-Dias, Carlos Castro, John Ozolek, Jelena Kovačević",http://arxiv.org/pdf/1509.01287v1,No journal ref found,none,cs.CV,Summary19466,1509.01329v2,2015-09-04T02:20:13Z,Semantic Amodal Segmentation,"Yan Zhu, Yuandong Tian, Dimitris Mexatas, Piotr Dollár",http://arxiv.org/pdf/1509.01329v2,No journal ref found,none,cs.CV,Summary19467,1509.01343v1,2015-09-04T05:33:42Z,Learning Temporal Alignment Uncertainty for Efficient Event Detection,"Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey",http://arxiv.org/pdf/1509.01343v1,No journal ref found,none,cs.CV,Summary19468,1509.01514v1,2015-09-04T16:06:38Z,Conjugate Gradient Acceleration of Non-Linear Smoothing Filters,"Andrew Knyazev, Alexander Malyshev",http://arxiv.org/pdf/1509.01514v1,"2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, FL, 2015, pp. 245-249",none,cs.CV,Summary19469,1509.01602v1,2015-09-04T20:48:23Z,Object Recognition from Short Videos for Robotic Perception,"Ivan Bogun, Anelia Angelova, Navdeep Jaitly",http://arxiv.org/pdf/1509.01602v1,No journal ref found,none,cs.CV,Summary19470,1509.01624v1,2015-09-04T22:22:25Z,Chebyshev and Conjugate Gradient Filters for Graph Image Denoising,"Dong Tian, Hassan Mansour, Andrew Knyazev, Anthony Vetro",http://arxiv.org/pdf/1509.01624v1,"Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on, vol., no., pp.1-6, 14-18 July 2014",none,cs.CV,Summary19471,1509.01654v1,2015-09-05T01:48:00Z,Co-interest Person Detection from Multiple Wearable Camera Videos,"Yuewei Lin, Kareem Ezzeldeen, Youjie Zhou, Xiaochuan Fan, Hongkai Yu, Hui Qian, Song Wang",http://arxiv.org/pdf/1509.01654v1,No journal ref found,none,cs.CV,Summary19472,1509.01719v1,2015-09-05T17:12:21Z,Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces,"Yuewei Lin, Jing Chen, Yu Cao, Youjie Zhou, Lingfeng Zhang, Yuan Yan Tang, Song Wang",http://arxiv.org/pdf/1509.01719v1,No journal ref found,none,cs.CV,Summary19473,1509.01788v1,2015-09-06T09:02:58Z,Joint Color-Spatial-Directional clustering and Region Merging (JCSD-RM) for unsupervised RGB-D image segmentation,"Md. Abul Hasnat, Olivier Alata, Alain Trémeau",http://arxiv.org/pdf/1509.01788v1,No journal ref found,none,cs.CV,Summary19474,1509.01947v2,2015-09-07T08:35:48Z,An end-to-end generative framework for video segmentation and recognition,"Hilde Kuehne, Juergen Gall, Thomas Serre",http://arxiv.org/pdf/1509.01947v2,No journal ref found,none,cs.CV,Summary19475,1509.02027v1,2015-09-07T13:19:40Z,A New Low-Rank Tensor Model for Video Completion,"Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang",http://arxiv.org/pdf/1509.02027v1,No journal ref found,none,cs.CV,Summary19476,1509.02094v1,2015-09-07T15:51:11Z,Future Localization from an Egocentric Depth Image,"Hyun Soo Park, Yedong Niu, Jianbo Shi",http://arxiv.org/pdf/1509.02094v1,No journal ref found,none,cs.CV,Summary19477,1509.02122v1,2015-09-07T16:58:51Z,Convexity Shape Constraints for Image Segmentation,"Loic A. Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller",http://arxiv.org/pdf/1509.02122v1,No journal ref found,none,cs.CV,Summary19478,1509.02130v1,2015-09-07T17:23:05Z,Structured Prediction with Output Embeddings for Semantic Image Annotation,"Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer",http://arxiv.org/pdf/1509.02130v1,No journal ref found,none,cs.CV,Summary19479,1509.02317v1,2015-09-08T10:44:09Z,Object Proposals for Text Extraction in the Wild,"Lluis Gomez, Dimosthenis Karatzas",http://arxiv.org/pdf/1509.02317v1,No journal ref found,none,cs.CV,Summary19480,1509.02320v1,2015-09-08T10:59:21Z,HEp-2 Cell Classification: The Role of Gaussian Scale Space Theory as A Pre-processing Approach,"Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen",http://arxiv.org/pdf/1509.02320v1,No journal ref found,none,cs.CV,Summary19481,1509.02441v1,2015-09-04T22:03:40Z,Semantic Video Segmentation : Exploring Inference Efficiency,"Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen",http://arxiv.org/pdf/1509.02441v1,No journal ref found,none,cs.CV,Summary19482,1509.02468v1,2015-09-08T17:52:03Z,Accelerated graph-based spectral polynomial filters,"Andrew Knyazev, Alexander Malyshev",http://arxiv.org/pdf/1509.02468v1,"Machine Learning for Signal Processing (MLSP), 2015 IEEE 25th International Workshop on , pp.1-6, 17-20 Sept. 2015",none,cs.CV,Summary19483,1509.02587v2,2015-09-09T00:31:53Z,A Dual Fast and Slow Feature Interaction in Biologically Inspired Visual Recognition of Human Action,"Bardia Yousefi, C. K. Loo",http://arxiv.org/pdf/1509.02587v2,No journal ref found,none,cs.CV,Summary19484,1509.02634v2,2015-09-09T04:39:34Z,Semantic Image Segmentation via Deep Parsing Network,"Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1509.02634v2,No journal ref found,none,cs.CV,Summary19485,1509.02636v2,2015-09-09T05:05:53Z,Proposal-free Network for Instance-level Object Segmentation,"Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1509.02636v2,No journal ref found,none,cs.CV,Summary19486,1509.02649v2,2015-09-09T06:35:12Z,Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data,"Pan Ji, Mathieu Salzmann, Hongdong Li",http://arxiv.org/pdf/1509.02649v2,No journal ref found,none,cs.CV,Summary19487,1509.02970v1,2015-09-09T22:30:01Z,Dictionary Learning and Sparse Coding for Third-order Super-symmetric Tensors,"Piotr Koniusz, Anoop Cherian",http://arxiv.org/pdf/1509.02970v1,No journal ref found,none,cs.CV,Summary19488,1509.03001v3,2015-09-10T03:58:56Z,Real-time Sign Language Fingerspelling Recognition using Convolutional Neural Networks from Depth map,"Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen",http://arxiv.org/pdf/1509.03001v3,No journal ref found,none,cs.CV,Summary19489,1509.03150v2,2015-09-10T13:45:01Z,STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation,"Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan",http://arxiv.org/pdf/1509.03150v2,"IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016",none,cs.CV,Summary19490,1509.03413v1,2015-09-11T08:13:35Z,Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets,"Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Ramakrishna Nemani",http://arxiv.org/pdf/1509.03413v1,No journal ref found,none,cs.CV,Summary19491,1509.03453v2,2015-09-11T10:33:34Z,A reliable order-statistics-based approximate nearest neighbor search algorithm,"Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi",http://arxiv.org/pdf/1509.03453v2,No journal ref found,none,cs.CV,Summary19492,1509.03456v1,2015-09-11T10:52:52Z,OCR accuracy improvement on document images through a novel pre-processing approach,"Abdeslam El Harraj, Naoufal Raissouni",http://arxiv.org/pdf/1509.03456v1,"Signal & Image Processing : An International Journal (SIPIJ) Vol.6, No.4, August 2015",none,cs.CV,Summary19493,1509.03502v2,2015-09-11T13:34:45Z,Person Recognition in Personal Photo Collections,"Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele",http://arxiv.org/pdf/1509.03502v2,No journal ref found,none,cs.CV,Summary19494,1509.03542v3,2015-09-11T15:04:35Z,Fingerprint Recognition Using Translation Invariant Scattering Network,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1509.03542v3,No journal ref found,none,cs.CV,Summary19495,1509.03602v1,2015-09-11T18:32:51Z,DeepSat - A Learning framework for Satellite Imagery,"Saikat Basu, Sangram Ganguly, Supratik Mukhopadhyay, Robert DiBiano, Manohar Karki, Ramakrishna Nemani",http://arxiv.org/pdf/1509.03602v1,No journal ref found,none,cs.CV,Summary19496,1509.03660v1,2015-08-14T08:13:34Z,Oracle MCG: A first peek into COCO Detection Challenges,"Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool",http://arxiv.org/pdf/1509.03660v1,No journal ref found,none,cs.CV,Summary19497,1509.03877v2,2015-09-13T18:33:15Z,Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks,"Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang",http://arxiv.org/pdf/1509.03877v2,No journal ref found,none,cs.CV,Summary19498,1509.03891v1,2015-09-13T20:14:35Z,On Binary Classification with Single-Layer Convolutional Neural Networks,Soroush Mehri,http://arxiv.org/pdf/1509.03891v1,No journal ref found,none,cs.CV,Summary19499,1509.03956v1,2015-09-14T05:25:52Z,Learning to Divide and Conquer for Online Multi-Target Tracking,"Francesco Solera, Simone Calderara, Rita Cucchiara",http://arxiv.org/pdf/1509.03956v1,No journal ref found,none,cs.CV,Summary19500,1509.04186v2,2015-09-14T16:33:04Z,Expanded Parts Model for Semantic Description of Humans in Still Images,"Gaurav Sharma, Frederic Jurie, Cordelia Schmid",http://arxiv.org/pdf/1509.04186v2,No journal ref found,none,cs.CV,Summary19501,1509.04232v1,2015-09-14T18:30:05Z,gSLICr: SLIC superpixels at over 250Hz,"Carl Yuheng Ren, Victor Adrian Prisacariu, Ian D Reid",http://arxiv.org/pdf/1509.04232v1,No journal ref found,none,cs.CV,Summary19502,1509.04309v3,2015-09-14T20:35:11Z,Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach,"Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kostas Daniilidis",http://arxiv.org/pdf/1509.04309v3,"IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017",none,cs.CV,Summary19503,1509.04399v1,2015-09-15T04:58:03Z,Analyzing structural characteristics of object category representations from their semantic-part distributions,"Ravi Kiran Sarvadevabhatla, Venkatesh Babu R",http://arxiv.org/pdf/1509.04399v1,No journal ref found,none,cs.CV,Summary19504,1509.04619v1,2015-09-15T16:08:08Z,Medical Image Classification via SVM using LBP Features from Saliency-Based Folded Data,"Zehra Camlica, H. R. Tizhoosh, Farzad Khalvati",http://arxiv.org/pdf/1509.04619v1,No journal ref found,none,cs.CV,Summary19505,1509.04664v1,2015-09-15T18:19:02Z,Self-Configuring and Evolving Fuzzy Image Thresholding,"A. Othman, H. R. Tizhoosh, F. Khalvati",http://arxiv.org/pdf/1509.04664v1,No journal ref found,none,cs.CV,Summary19506,1509.04874v3,2015-09-16T10:30:37Z,DenseBox: Unifying Landmark Localization with End to End Object Detection,"Lichao Huang, Yi Yang, Yafeng Deng, Yinan Yu",http://arxiv.org/pdf/1509.04874v3,No journal ref found,none,cs.CV,Summary19507,1509.04887v2,2015-09-16T11:19:59Z,An Improved Algorithm for Eye Corner Detection,"Anirban Dasgupta, Anshit Mandloi, Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1509.04887v2,"IEEE Conference on Signal Processing and Communications SPCOM, 2016",none,cs.CV,Summary19508,1509.04916v1,2015-09-16T13:42:42Z,Projection Bank: From High-dimensional Data to Medium-length Binary Codes,"Li Liu, Mengyang Yu, Ling Shao",http://arxiv.org/pdf/1509.04916v1,No journal ref found,none,cs.CV,Summary19509,1509.04942v1,2015-09-16T15:02:30Z,Guiding Long-Short Term Memory for Image Caption Generation,"Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars",http://arxiv.org/pdf/1509.04942v1,No journal ref found,none,cs.CV,Summary19510,1509.04954v1,2015-09-16T15:50:01Z,Human and Sheep Facial Landmarks Localisation by Triplet Interpolated Features,"Heng Yang, Renqiao Zhang, Peter Robinson",http://arxiv.org/pdf/1509.04954v1,No journal ref found,none,cs.CV,Summary19511,1509.05054v1,2015-09-16T20:23:06Z,Overcomplete Dictionary Learning with Jacobi Atom Updates,"Paul Irofti, Bogdan Dumitrescu",http://arxiv.org/pdf/1509.05054v1,No journal ref found,none,cs.CV,Summary19512,1509.05186v2,2015-09-17T09:54:33Z,Accelerated Distance Computation with Encoding Tree for High Dimensional Data,"Shicong Liu, Junru Shao, Hongtao Lu",http://arxiv.org/pdf/1509.05186v2,No journal ref found,none,cs.CV,Summary19513,1509.05194v1,2015-09-17T10:18:05Z,HCLAE: High Capacity Locally Aggregating Encodings for Approximate Nearest Neighbor Search,"Shicong Liu, Junru Shao, Hongtao Lu",http://arxiv.org/pdf/1509.05194v1,No journal ref found,none,cs.CV,Summary19514,1509.05195v1,2015-09-17T10:19:37Z,Improved Residual Vector Quantization for High-dimensional Approximate Nearest Neighbor Search,"Shicong Liu, Hongtao Lu, Junru Shao",http://arxiv.org/pdf/1509.05195v1,No journal ref found,none,cs.CV,Summary19515,1509.05251v3,2015-09-17T13:37:39Z,Hand-held Video Deblurring via Efficient Fourier Aggregation,"Mauricio Delbracio, Guillermo Sapiro",http://arxiv.org/pdf/1509.05251v3,No journal ref found,none,cs.CV,Summary19516,1509.05267v1,2015-09-17T14:16:46Z,Deep Multi-task Learning for Railway Track Inspection,"Xavier Gibert, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1509.05267v1,No journal ref found,none,cs.CV,Summary19517,1509.05329v1,2015-09-17T16:50:29Z,Recurrent Spatial Transformer Networks,"Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe, Ole Winther",http://arxiv.org/pdf/1509.05329v1,No journal ref found,none,cs.CV,Summary19518,1509.05360v2,2015-09-17T18:30:10Z,Geometry-aware Deep Transform,"Jiaji Huang, Qiang Qiu, Robert Calderbank, Guillermo Sapiro",http://arxiv.org/pdf/1509.05360v2,No journal ref found,none,cs.CV,Summary19519,1509.05366v1,2015-09-17T18:40:15Z,Facial Descriptors for Human Interaction Recognition In Still Images,"Gokhan Tanisik, Cemil Zalluhoglu, Nazli Ikizler-Cinbis",http://arxiv.org/pdf/1509.05366v1,No journal ref found,none,cs.CV,Summary19520,1509.05520v1,2015-09-18T07:07:15Z,An Experimental Survey on Correlation Filter-based Tracking,"Zhe Chen, Zhibin Hong, Dacheng Tao",http://arxiv.org/pdf/1509.05520v1,No journal ref found,none,cs.CV,Summary19521,1509.05536v1,2015-09-18T08:12:17Z,Efficient Clustering on Riemannian Manifolds: A Kernelised Random Projection Approach,"Kun Zhao, Azadeh Alavi, Arnold Wiliem, Brian C. Lovell",http://arxiv.org/pdf/1509.05536v1,No journal ref found,none,cs.CV,Summary19522,1509.05634v1,2015-09-18T13:52:56Z,Linearized Kernel Dictionary Learning,"Alona Golts, Michael Elad",http://arxiv.org/pdf/1509.05634v1,No journal ref found,none,cs.CV,Summary19523,1509.05844v1,2015-09-19T03:08:42Z,Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning,"Zhibo Yang, Huanle Xu, Keda Fu, Yong Xia",http://arxiv.org/pdf/1509.05844v1,No journal ref found,none,cs.CV,Summary19524,1509.05897v1,2015-09-19T14:20:50Z,Face Photo Sketch Synthesis via Larger Patch and Multiresolution Spline,Xu Yang,http://arxiv.org/pdf/1509.05897v1,No journal ref found,none,cs.CV,Summary19525,1509.06003v3,2015-09-20T12:10:37Z,Robust Visual Tracking via Inverse Nonnegative Matrix Factorization,"Fanghui Liu, Tao Zhou, Keren Fu, Irene Y. H. Gu, Jie Yang",http://arxiv.org/pdf/1509.06003v3,No journal ref found,none,cs.CV,Summary19526,1509.06004v2,2015-09-20T12:15:08Z,A Parallel Framework for Parametric Maximum Flow Problems in Image Segmentation,"Vlad Olaru, Mihai Florea, Cristian Sminchisescu",http://arxiv.org/pdf/1509.06004v2,No journal ref found,none,cs.CV,Summary19527,1509.06016v1,2015-09-20T13:49:30Z,Image Set Querying Based Localization,"Lei Deng, Siyuan Huang, Yueqi Duan, Baohua Chen, Jie Zhou",http://arxiv.org/pdf/1509.06016v1,No journal ref found,none,cs.CV,Summary19528,1509.06033v1,2015-09-20T17:56:57Z,Deep Convolutional Features for Image Based Retrieval and Scene Categorization,"Arsalan Mousavian, Jana Kosecka",http://arxiv.org/pdf/1509.06033v1,No journal ref found,none,cs.CV,Summary19529,1509.06035v1,2015-09-20T18:14:04Z,Image Retrieval Based on LBP Pyramidal Multiresolution using Reversible Watermarking,"H. Ouahi, K. Afdel, M. Machkour",http://arxiv.org/pdf/1509.06035v1,No journal ref found,none,cs.CV,Summary19530,1509.06066v1,2015-09-20T22:32:23Z,On Large-Scale Retrieval: Binary or n-ary Coding?,"Mahyar Najibi, Mohammad Rastegari, Larry S. Davis",http://arxiv.org/pdf/1509.06066v1,No journal ref found,none,cs.CV,Summary19531,1509.06161v2,2015-09-21T09:29:38Z,3D Face Reconstruction via Cascaded Regression in Shape Space,"Feng Liu, Dan Zeng, Jing Li, Qijun Zhao",http://arxiv.org/pdf/1509.06161v2,No journal ref found,none,cs.CV,Summary19532,1509.06243v1,2015-09-21T14:32:43Z,LEWIS: Latent Embeddings for Word Images and their Semantics,"Albert Gordo, Jon Almazan, Naila Murray, Florent Perronnin",http://arxiv.org/pdf/1509.06243v1,No journal ref found,none,cs.CV,Summary19533,1509.06321v1,2015-09-21T17:36:22Z,Evaluating the visualization of what a Deep Neural Network has learned,"Wojciech Samek, Alexander Binder, Grégoire Montavon, Sebastian Bach, Klaus-Robert Müller",http://arxiv.org/pdf/1509.06321v1,No journal ref found,none,cs.CV,Summary19534,1509.06451v1,2015-09-22T02:59:31Z,From Facial Parts Responses to Face Detection: A Deep Learning Approach,"Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1509.06451v1,No journal ref found,none,cs.CV,Summary19535,1509.06470v1,2015-09-22T05:43:27Z,Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks,"Yiyi Liao, Sarath Kodagoda, Yue Wang, Lei Shi, Yong Liu",http://arxiv.org/pdf/1509.06470v1,No journal ref found,none,cs.CV,Summary19536,1509.06557v1,2015-09-22T11:56:21Z,Local Multi-Grouped Binary Descriptor with Ring-based Pooling Configuration and Optimization,"Yongqiang Gao, Weilin Huang, Yu Qiao",http://arxiv.org/pdf/1509.06557v1,No journal ref found,none,cs.CV,Summary19537,1509.06658v2,2015-09-22T16:01:02Z,Attribute-Graph: A Graph based approach to Image Ranking,"Nikita Prabhu, R. Venkatesh Babu",http://arxiv.org/pdf/1509.06658v2,No journal ref found,none,cs.CV,Summary19538,1509.06720v2,2015-09-22T18:38:16Z,A Dual-Source Approach for 3D Pose Estimation from a Single Image,"Hashim Yasin, Umar Iqbal, Björn Krüger, Andreas Weber, Juergen Gall",http://arxiv.org/pdf/1509.06720v2,No journal ref found,none,cs.CV,Summary19539,1509.06729v2,2015-09-22T19:04:00Z,Algebraic Clustering of Affine Subspaces,"Manolis C. Tsakiris, Rene Vidal",http://arxiv.org/pdf/1509.06729v2,No journal ref found,none,cs.CV,Summary19540,1509.06853v1,2015-09-23T06:14:26Z,New Fuzzy LBP Features for Face Recognition,"Abdullah Gubbi, Mohammed Fazle Azeem, Zahid Ansari",http://arxiv.org/pdf/1509.06853v1,No journal ref found,none,cs.CV,Summary19541,1509.06925v2,2015-09-23T11:23:56Z,Robust Object Tracking with a Hierarchical Ensemble Framework,"Mengmeng Wang, Yong Liu",http://arxiv.org/pdf/1509.06925v2,No journal ref found,none,cs.CV,Summary19542,1509.07009v2,2015-09-23T14:31:02Z,Is Image Super-resolution Helpful for Other Vision Tasks?,"Dengxin Dai, Yujian Wang, Yuhua Chen, Luc Van Gool",http://arxiv.org/pdf/1509.07009v2,No journal ref found,none,cs.CV,Summary19543,1509.07225v1,2015-09-24T03:32:51Z,Automatic Concept Discovery from Parallel Text and Visual Corpora,"Chen Sun, Chuang Gan, Ram Nevatia",http://arxiv.org/pdf/1509.07225v1,No journal ref found,none,cs.CV,Summary19544,1509.07244v3,2015-09-24T05:56:38Z,Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching,"Shawn Andrews, Ghassan Hamarneh",http://arxiv.org/pdf/1509.07244v3,No journal ref found,none,cs.CV,Summary19545,1509.07473v1,2015-09-24T18:59:01Z,Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences,"Andreas Veit, Balazs Kovacs, Sean Bell, Julian McAuley, Kavita Bala, Serge Belongie",http://arxiv.org/pdf/1509.07473v1,No journal ref found,none,cs.CV,Summary19546,1509.07479v2,2015-09-24T19:05:09Z,Learning Concept Embeddings with Combined Human-Machine Expertise,"Michael J. Wilber, Iljung S. Kwak, David Kriegman, Serge Belongie",http://arxiv.org/pdf/1509.07479v2,No journal ref found,none,cs.CV,Summary19547,1509.07611v1,2015-09-25T07:49:50Z,Incremental Loop Closure Verification by Guided Sampling,Kanji Tanaka,http://arxiv.org/pdf/1509.07611v1,No journal ref found,none,cs.CV,Summary19548,1509.07615v1,2015-09-25T08:02:19Z,Discriminative Map Retrieval Using View-Dependent Map Descriptor,"Enfu Liu, Kanji Tanaka",http://arxiv.org/pdf/1509.07615v1,No journal ref found,none,cs.CV,Summary19549,1509.07618v1,2015-09-25T08:07:10Z,Self-localization Using Visual Experience Across Domains,"Taisho Tsukamoto, Kanji Tanaka",http://arxiv.org/pdf/1509.07618v1,No journal ref found,none,cs.CV,Summary19550,1509.08075v1,2015-09-27T10:01:42Z,"Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing","Hamid Izadinia, Fereshteh Sadeghi, Santosh Kumar Divvala, Yejin Choi, Ali Farhadi",http://arxiv.org/pdf/1509.08075v1,No journal ref found,none,cs.CV,Summary19551,1509.08082v2,2015-09-27T11:02:31Z,Multivariate Median Filters and Partial Differential Equations,Martin Welk,http://arxiv.org/pdf/1509.08082v2,No journal ref found,none,cs.CV,Summary19552,1509.08147v2,2015-09-27T21:39:42Z,Amodal Completion and Size Constancy in Natural Scenes,"Abhishek Kar, Shubham Tulsiani, João Carreira, Jitendra Malik",http://arxiv.org/pdf/1509.08147v2,No journal ref found,none,cs.CV,Summary19553,1509.08182v1,2015-09-28T03:21:58Z,Robust video object tracking using particle filter with likelihood based feature fusion and adaptive template updating,"Yi Dai, Bin Liu",http://arxiv.org/pdf/1509.08182v1,No journal ref found,none,cs.CV,Summary19554,1509.08197v1,2015-09-28T05:00:01Z,Fast Non-local Stereo Matching based on Hierarchical Disparity Prediction,"Xuan Luo, Xuejiao Bai, Shuo Li, Hongtao Lu, Sei-ichiro Kamata",http://arxiv.org/pdf/1509.08197v1,No journal ref found,none,cs.CV,Summary19555,1509.08379v3,2015-09-28T16:17:09Z,Learning FRAME Models Using CNN Filters,"Yang Lu, Song-Chun Zhu, Ying Nian Wu",http://arxiv.org/pdf/1509.08379v3,No journal ref found,none,cs.CV,Summary19556,1509.08383v1,2015-09-28T16:27:26Z,Efficient Discriminative Nonorthogonal Binary Subspace with its Application to Visual Tracking,"Ang Li, Feng Tang, Yanwen Guo, Hai Tao",http://arxiv.org/pdf/1509.08383v1,No journal ref found,none,cs.CV,Summary19557,1509.08439v1,2015-09-28T19:25:34Z,Hyper-Fisher Vectors for Action Recognition,"Sanath Narayan, Kalpathi R. Ramakrishnan",http://arxiv.org/pdf/1509.08439v1,No journal ref found,none,cs.CV,Summary19558,1509.08647v1,2015-09-29T09:02:57Z,Long-Range Trajectories from Global and Local Motion Representations,"Eduardo M. Pereira, Jaime S. Cardoso, Ricardo Morla",http://arxiv.org/pdf/1509.08647v1,No journal ref found,none,cs.CV,Summary19559,1509.08715v1,2015-09-29T12:26:08Z,Retinex filtering of foggy images: generation of a bulk set with selection and ranking,"Roberto Marazzato, Amelia Carolina Sparavigna",http://arxiv.org/pdf/1509.08715v1,No journal ref found,none,cs.CV,Summary19560,1509.08902v1,2015-09-29T19:41:33Z,Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval,"Gaurav Sharma, Bernt Schiele",http://arxiv.org/pdf/1509.08902v1,No journal ref found,none,cs.CV,Summary19561,1509.08969v1,2015-09-29T22:37:21Z,Light Field Reconstruction Using Shearlet Transform,"Suren Vagharshakyan, Robert Bregovic, Atanas Gotchev",http://arxiv.org/pdf/1509.08969v1,No journal ref found,none,cs.CV,Summary19562,1509.08970v3,2015-09-29T22:56:33Z,Energy-Efficient Object Detection using Semantic Decomposition,"Priyadarshini Panda, Swagath Venkataramani, Abhronil Sengupta, Anand Raghunathan, Kaushik Roy",http://arxiv.org/pdf/1509.08970v3,No journal ref found,none,cs.CV,Summary19563,1509.08971v6,2015-09-29T23:08:09Z,Conditional Deep Learning for Energy-Efficient and Enhanced Pattern Recognition,"Priyadarshini Panda, Abhronil Sengupta, Kaushik Roy",http://arxiv.org/pdf/1509.08971v6,No journal ref found,none,cs.CV,Summary19564,1509.09014v4,2015-09-30T05:02:52Z,Stats-Calculus Pose Descriptor Feeding A Discrete HMM Low-latency Detection and Recognition System For 3D Skeletal Actions,Rofael Emil Fayez Behnam,http://arxiv.org/pdf/1509.09014v4,No journal ref found,none,cs.CV,Summary19565,1509.09089v1,2015-09-30T09:13:20Z,Moving Object Detection in Video Using Saliency Map and Subspace Learning,"Yanwei Pang, Li Ye, Xuelong Li, Jing Pan",http://arxiv.org/pdf/1509.09089v1,No journal ref found,none,cs.CV,Summary19566,1509.09114v1,2015-09-30T10:38:27Z,Online Object Tracking with Proposal Selection,"Yang Hua, Karteek Alahari, Cordelia Schmid",http://arxiv.org/pdf/1509.09114v1,No journal ref found,none,cs.CV,Summary19567,1509.09243v1,2015-09-30T16:24:45Z,A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation,"Yuan Zhou, Anand Rangarajan, Paul Gader",http://arxiv.org/pdf/1509.09243v1,No journal ref found,none,cs.CV,Summary19568,1509.09294v1,2015-09-30T18:37:24Z,General Dynamic Scene Reconstruction from Multiple View Video,"Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut, Adrian Hilton",http://arxiv.org/pdf/1509.09294v1,No journal ref found,none,cs.CV,Summary19569,1510.00143v3,2015-10-01T08:47:28Z,Fast Single Image Super-Resolution,"Ningning Zhao, Qi Wei, Adrian Basarab, Nicolas Dobigeon, Denis Kouame, Jean-Yves Tourneret",http://arxiv.org/pdf/1510.00143v3,No journal ref found,none,cs.CV,Summary19570,1510.00203v1,2015-10-01T12:40:18Z,Data Association for an Adaptive Multi-target Particle Filter Tracking System,"R. Alampay, K. Teknomo",http://arxiv.org/pdf/1510.00203v1,"Philippine Computing Journal Vol 7 (1) August 2012, p. 16-25",none,cs.CV,Summary19571,1510.00384v2,2015-10-01T20:01:37Z,Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples,"Greg Ongie, Mathews Jacob",http://arxiv.org/pdf/1510.00384v2,No journal ref found,none,cs.CV,Summary19572,1510.00477v1,2015-10-02T03:06:34Z,Learning a Discriminative Model for the Perception of Realism in Composite Images,"Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros",http://arxiv.org/pdf/1510.00477v1,No journal ref found,none,cs.CV,Summary19573,1510.00479v1,2015-10-02T03:19:16Z,Effective Object Tracking in Unstructured Crowd Scenes,"Ishan Jindal, Shanmuganathan Raman",http://arxiv.org/pdf/1510.00479v1,No journal ref found,none,cs.CV,Summary19574,1510.00542v1,2015-10-02T09:41:39Z,Local Higher-Order Statistics (LHS) describing images with statistics of local non-binarized pixel patterns,"Gaurav Sharma, Frederic Jurie",http://arxiv.org/pdf/1510.00542v1,No journal ref found,none,cs.CV,Summary19575,1510.00562v1,2015-10-02T11:24:04Z,Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks,"Lin Sun, Kui Jia, Dit-Yan Yeung, Bertram E. Shi",http://arxiv.org/pdf/1510.00562v1,No journal ref found,none,cs.CV,Summary19576,1510.00745v1,2015-10-02T22:06:52Z,WHOI-Plankton- A Large Scale Fine Grained Visual Recognition Benchmark Dataset for Plankton Classification,"Eric C. Orenstein, Oscar Beijbom, Emily E. Peacock, Heidi M. Sosik",http://arxiv.org/pdf/1510.00745v1,No journal ref found,none,cs.CV,Summary19577,1510.00889v1,2015-10-04T00:34:56Z,Background Image Generation Using Boolean Operations,"Kardi Teknomo, Proceso Fernandez",http://arxiv.org/pdf/1510.00889v1,"Philippine Computing Journal Vol 4 No 2, December 2009, pp. 43-49",none,cs.CV,Summary19578,1510.00921v6,2015-10-04T10:27:36Z,Cross-convolutional-layer Pooling for Image Recognition,"Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1510.00921v6,No journal ref found,none,cs.CV,Summary19579,1510.00981v3,2015-10-04T20:34:15Z,Efficient Hand Articulations Tracking using Adaptive Hand Model and Depth map,"Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen",http://arxiv.org/pdf/1510.00981v3,No journal ref found,none,cs.CV,Summary19580,1510.01018v1,2015-10-05T02:50:42Z,Single Image Dehazing through Improved Atmospheric Light Estimation,"Huimin Lu, Yujie Li, Shota Nakashima, Seiichi Serikawa",http://arxiv.org/pdf/1510.01018v1,No journal ref found,none,cs.CV,Summary19581,1510.01041v1,2015-10-05T06:38:03Z,GPU-Based Computation of 2D Least Median of Squares with Applications to Fast and Robust Line Detection,"Gil Shapira, Tal Hassner",http://arxiv.org/pdf/1510.01041v1,No journal ref found,none,cs.CV,Summary19582,1510.01098v2,2015-10-05T11:07:30Z,Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach,"Boshra Rajaei, Eric W. Tramel, Sylvain Gigan, Florent Krzakala, Laurent Daudet",http://arxiv.org/pdf/1510.01098v2,"Proceedings of the 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pages: 4054 - 4058",none,cs.CV,Summary19583,1510.01148v3,2015-10-05T13:41:36Z,Visual Tracking via Nonnegative Regularization Multiple Locality Coding,"Fanghui Liu, Tao Zhou, Irene Y. H. Gu, Jie Yang",http://arxiv.org/pdf/1510.01148v3,No journal ref found,none,cs.CV,Summary19584,1510.01257v1,2015-10-05T17:48:02Z,Efficient Object Detection for High Resolution Images,"Yongxi Lu, Tara Javidi",http://arxiv.org/pdf/1510.01257v1,No journal ref found,none,cs.CV,Summary19585,1510.01440v1,2015-10-06T05:59:11Z,Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification,"Ruobing Wu, Baoyuan Wang, Wenping Wang, Yizhou Yu",http://arxiv.org/pdf/1510.01440v1,No journal ref found,none,cs.CV,Summary19586,1510.01442v1,2015-10-06T06:07:50Z,Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders,"Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo",http://arxiv.org/pdf/1510.01442v1,No journal ref found,none,cs.CV,Summary19587,1510.01490v1,2015-10-06T09:11:47Z,Directional Global Three-part Image Decomposition,"Duy Hoang Thai, Carsten Gottschlich",http://arxiv.org/pdf/1510.01490v1,"EURASIP Journal on Image and Video Processing, vol. 2016, no. 12, pp. 1-20, Mar. 2016",none,cs.CV,Summary19588,1510.01544v1,2015-10-06T12:06:19Z,Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks,"Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars",http://arxiv.org/pdf/1510.01544v1,No journal ref found,none,cs.CV,Summary19589,1510.01553v1,2015-10-06T12:42:55Z,Learning Deep Representations of Appearance and Motion for Anomalous Event Detection,"Dan Xu, Elisa Ricci, Yan Yan, Jingkuan Song, Nicu Sebe",http://arxiv.org/pdf/1510.01553v1,No journal ref found,none,cs.CV,Summary19590,1510.01648v1,2015-10-06T16:28:44Z,A Latent Source Model for Patch-Based Image Segmentation,"George Chen, Devavrat Shah, Polina Golland",http://arxiv.org/pdf/1510.01648v1,No journal ref found,none,cs.CV,Summary19591,1510.01663v1,2015-10-06T16:56:22Z,Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity,"Kiran Kumar Vupparaboina, Kamala Raghavan, Soumya Jana",http://arxiv.org/pdf/1510.01663v1,No journal ref found,none,cs.CV,Summary19592,1510.02055v1,2015-10-07T18:34:36Z,Diverse Large-Scale ITS Dataset Created from Continuous Learning for Real-Time Vehicle Detection,"Justin A. Eichel, Akshaya Mishra, Nicholas Miller, Nicholas Jankovic, Mohan A. Thomas, Tyler Abbott, Douglas Swanson, Joel Keller",http://arxiv.org/pdf/1510.02055v1,No journal ref found,none,cs.CV,Summary19593,1510.02071v1,2015-10-07T19:37:11Z,Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition,"Vinay Bettadapura, Grant Schindler, Thomaz Plotz, Irfan Essa",http://arxiv.org/pdf/1510.02071v1,Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013) -- Pages 2619 - 2626,none,cs.CV,Summary19594,1510.02073v1,2015-10-07T19:39:26Z,Egocentric Field-of-View Localization Using First-Person Point-of-View Devices,"Vinay Bettadapura, Irfan Essa, Caroline Pantofaru",http://arxiv.org/pdf/1510.02073v1,No journal ref found,none,cs.CV,Summary19595,1510.02078v1,2015-10-07T19:51:23Z,Leveraging Context to Support Automated Food Recognition in Restaurants,"Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory Abowd, Irfan Essa",http://arxiv.org/pdf/1510.02078v1,No journal ref found,none,cs.CV,Summary19596,1510.02131v1,2015-10-07T21:01:34Z,DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer,"Forrest N. Iandola, Anting Shen, Peter Gao, Kurt Keutzer",http://arxiv.org/pdf/1510.02131v1,No journal ref found,none,cs.CV,Summary19597,1510.02192v1,2015-10-08T03:42:45Z,Simultaneous Deep Transfer Across Domains and Tasks,"Eric Tzeng, Judy Hoffman, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1510.02192v1,No journal ref found,none,cs.CV,Summary19598,1510.02413v1,2015-10-08T17:28:22Z,Learning Data-driven Reflectance Priors for Intrinsic Image Decomposition,"Tinghui Zhou, Philipp Krähenbühl, Alexei A. Efros",http://arxiv.org/pdf/1510.02413v1,No journal ref found,none,cs.CV,Summary19599,1510.02644v1,2015-10-09T12:08:38Z,Free-hand Sketch Synthesis with Deformable Stroke Models,"Yi Li, Yi-Zhe Song, Timothy Hospedales, Shaogang Gong",http://arxiv.org/pdf/1510.02644v1,No journal ref found,none,cs.CV,Summary19600,1510.02774v1,2015-10-09T19:15:52Z,Human Head Pose Estimation by Facial Features Location,Eugene Borovikov,http://arxiv.org/pdf/1510.02774v1,No journal ref found,none,cs.CV,Summary19601,1510.02781v2,2015-10-09T19:39:15Z,Where Is My Puppy? Retrieving Lost Dogs by Facial Features,"Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle",http://arxiv.org/pdf/1510.02781v2,No journal ref found,none,cs.CV,Summary19602,1510.02795v2,2015-10-09T20:00:47Z,Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation,"Søren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen",http://arxiv.org/pdf/1510.02795v2,"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, pp. 342-350, 2016",none,cs.CV,Summary19603,1510.02866v1,2015-10-10T02:52:48Z,"Wavelet Frame Based Image Restoration Using Sparsity, Nonlocal and Support Prior of Frame Coefficients","Liangtian He, Yilun Wang",http://arxiv.org/pdf/1510.02866v1,No journal ref found,none,cs.CV,Summary19604,1510.02884v1,2015-10-10T07:23:30Z,Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity,"Wufeng Xue, Xuanqin Mou, Lei Zhang",http://arxiv.org/pdf/1510.02884v1,No journal ref found,none,cs.CV,Summary19605,1510.02906v1,2015-10-10T10:13:04Z,Temporal Dynamic Appearance Modeling for Online Multi-Person Tracking,"Min Yang, Yunde Jia",http://arxiv.org/pdf/1510.02906v1,No journal ref found,none,cs.CV,Summary19606,1510.02927v1,2015-10-10T13:36:31Z,DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations,"Srinivas S. S. Kruthiventi, Kumar Ayush, R. Venkatesh Babu",http://arxiv.org/pdf/1510.02927v1,No journal ref found,none,cs.CV,Summary19607,1510.02930v1,2015-10-10T13:44:47Z,Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion,"Wensen Feng, Yunjin Chen",http://arxiv.org/pdf/1510.02930v1,No journal ref found,none,cs.CV,Summary19608,1510.02949v1,2015-10-10T15:15:45Z,Spatial Semantic Regularisation for Large Scale Object Detection,"Damian Mrowca, Marcus Rohrbach, Judy Hoffman, Ronghang Hu, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1510.02949v1,No journal ref found,none,cs.CV,Summary19609,1510.03125v1,2015-10-12T02:30:22Z,Fast detection of multiple objects in traffic scenes with a common detection framework,"Qichang Hu, Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel, Fatih Porikli",http://arxiv.org/pdf/1510.03125v1,No journal ref found,none,cs.CV,Summary19610,1510.03199v1,2015-10-12T09:36:53Z,Interactive multiclass segmentation using superpixel classification,"Bérengère Mathieu, Alain Crouzil, Jean-Baptiste Puel",http://arxiv.org/pdf/1510.03199v1,No journal ref found,none,cs.CV,Summary19611,1510.03250v1,2015-10-12T12:20:23Z,Using Anatomical Markers for Left Ventricular Segmentation of Long Axis Ultrasound Images,"Yael Petrank, Nahum Smirin, Yossi Tsadok, Zvi Friedman, Peter Lysiansky, Dan Adam",http://arxiv.org/pdf/1510.03250v1,No journal ref found,none,cs.CV,Summary19612,1510.03283v2,2015-10-12T13:53:13Z,Text-Attentional Convolutional Neural Networks for Scene Text Detection,"Tong He, Weilin Huang, Yu Qiao, Jian Yao",http://arxiv.org/pdf/1510.03283v2,No journal ref found,none,cs.CV,Summary19613,1510.03608v5,2015-10-13T09:57:46Z,Deep convolutional neural networks for pedestrian detection,"Denis Tomè, Federico Monti, Luca Baroffio, Luca Bondi, Marco Tagliasacchi, Stefano Tubaro",http://arxiv.org/pdf/1510.03608v5,No journal ref found,none,cs.CV,Summary19614,1510.03727v1,2015-10-13T15:06:03Z,SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes,"Stuart Golodetz, Michael Sapienza, Julien P. C. Valentin, Vibhav Vineet, Ming-Ming Cheng, Anurag Arnab, Victor A. Prisacariu, Olaf Kähler, Carl Yuheng Ren, David W. Murray, Shahram Izadi, Philip H. S. Torr",http://arxiv.org/pdf/1510.03727v1,No journal ref found,none,cs.CV,Summary19615,1510.03743v1,2015-10-13T15:33:01Z,Wide-Area Image Geolocalization with Aerial Reference Imagery,"Scott Workman, Richard Souvenir, Nathan Jacobs",http://arxiv.org/pdf/1510.03743v1,No journal ref found,none,cs.CV,Summary19616,1510.03979v1,2015-10-14T06:56:54Z,Better Exploiting OS-CNNs for Better Event Recognition in Images,"Limin Wang, Zhe Wang, Sheng Guo, Yu Qiao",http://arxiv.org/pdf/1510.03979v1,No journal ref found,none,cs.CV,Summary19617,1510.04004v1,2015-10-14T08:47:12Z,Multiresolution Search of the Rigid Motion Space for Intensity Based Registration,"Behrooz Nasihatkon, Fredrik Kahl",http://arxiv.org/pdf/1510.04004v1,No journal ref found,none,cs.CV,Summary19618,1510.04074v1,2015-10-14T13:07:05Z,Fine-Grained Product Class Recognition for Assisted Shopping,"Marian George, Dejan Mircic, Gábor Sörös, Christian Floerkemeier, Friedemann Mattern",http://arxiv.org/pdf/1510.04074v1,No journal ref found,none,cs.CV,Summary19619,1510.04238v1,2015-10-14T18:51:51Z,Dynamical spectral unmixing of multitemporal hyperspectral images,"Simon Henrot, Jocelyn Chanussot, Christian Jutten",http://arxiv.org/pdf/1510.04238v1,No journal ref found,none,cs.CV,Summary19620,1510.04437v1,2015-10-15T08:10:42Z,A Novel Approach for Human Action Recognition from Silhouette Images,"Satyabrata Maity, Debotosh Bhattacharjee, Amlan Chakrabarti",http://arxiv.org/pdf/1510.04437v1,No journal ref found,none,cs.CV,Summary19621,1510.04445v1,2015-10-15T08:34:54Z,DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers,"Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool",http://arxiv.org/pdf/1510.04445v1,No journal ref found,none,cs.CV,Summary19622,1510.04493v1,2015-10-15T12:18:58Z,Sparsity-aware Possibilistic Clustering Algorithms,"Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis",http://arxiv.org/pdf/1510.04493v1,No journal ref found,none,cs.CV,Summary19623,1510.04565v1,2015-10-15T14:57:37Z,Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition,"Zhenzhong Lan, Alexander G. Hauptmann",http://arxiv.org/pdf/1510.04565v1,No journal ref found,none,cs.CV,Summary19624,1510.04585v1,2015-10-15T15:36:03Z,A Brief Survey of Image Processing Algorithms in Electrical Capacitance Tomography,Kezhi Li,http://arxiv.org/pdf/1510.04585v1,No journal ref found,none,cs.CV,Summary19625,1510.04601v2,2015-10-15T16:05:06Z,A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels,"Tal Remez, Or Litany, Alex Bronstein",http://arxiv.org/pdf/1510.04601v2,No journal ref found,none,cs.CV,Summary19626,1510.04706v1,2015-10-15T20:10:49Z,Shape Complexes in Continuous Max-Flow Hierarchical Multi-Labeling Problems,"John S. H. Baxter, Jing Yuan, Terry M. Peters",http://arxiv.org/pdf/1510.04706v1,No journal ref found,none,cs.CV,Summary19627,1510.04842v1,2015-10-16T11:25:33Z,Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations,"David Varas, Mónica Alfaro, Ferran Marques",http://arxiv.org/pdf/1510.04842v1,No journal ref found,none,cs.CV,Summary19628,1510.04860v1,2015-10-16T12:26:29Z,Measurement of Road Traffic Parameters Based on Multi-Vehicle Tracking,"Kristian Kovačić, Edouard Ivanjko, Niko Jelušić",http://arxiv.org/pdf/1510.04860v1,No journal ref found,none,cs.CV,Summary19629,1510.04862v2,2015-10-16T12:32:26Z,"You-Do, I-Learn: Unsupervised Multi-User egocentric Approach Towards Video-Based Guidance","Dima Damen, Teesid Leelasawassuk, Walterio Mayol-Cuevas",http://arxiv.org/pdf/1510.04862v2,No journal ref found,none,cs.CV,Summary19630,1510.04863v1,2015-10-16T12:36:13Z,An Extension to Hough Transform Based on Gradient Orientation,"Tomislav Petković, Sven Lončarić",http://arxiv.org/pdf/1510.04863v1,No journal ref found,none,cs.CV,Summary19631,1510.04908v2,2015-10-16T15:05:41Z,No Spare Parts: Sharing Part Detectors for Image Categorization,"Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek",http://arxiv.org/pdf/1510.04908v2,No journal ref found,none,cs.CV,Summary19632,1510.05138v1,2015-10-17T15:41:26Z,Integral Images: Efficient Algorithms for Their Computation and Storage in Resource-Constrained Embedded Vision Systems,"Shoaib Ehsan, Adrian F. Clark, Naveed ur Rehman, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1510.05138v1,"Sensors 2015, 15, 16804-16830",none,cs.CV,Summary19633,1510.05142v1,2015-10-17T16:04:33Z,Memory-Efficient Design Strategy for a Parallel Embedded Integral Image Computation Engine,"Shoaib Ehsan, Adrian F. Clark, Wah M. Cheung, Arjunsingh M. Bais, Bayar I. Menzat, Nadia Kanwal, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1510.05142v1,No journal ref found,none,cs.CV,Summary19634,1510.05145v1,2015-10-17T16:14:11Z,Rapid Online Analysis of Local Feature Detectors and Their Complementarity,"Shoaib Ehsan, Adrian F. Clark, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1510.05145v1,"Sensors 2013, 13, 10876-10907",none,cs.CV,Summary19635,1510.05156v1,2015-10-17T19:07:44Z,Assessing The Performance Bounds Of Local Feature Detectors: Taking Inspiration From Electronics Design Practices,"Shoaib Ehsan, Adrian F. Clark, Bruno Ferrarini, Naveed Ur Rehman, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1510.05156v1,No journal ref found,none,cs.CV,Summary19636,1510.05157v1,2015-10-17T19:13:10Z,Performance Characterization of Image Feature Detectors in Relation to the Scene Content Utilizing a Large Image Database,"Bruno Ferrarini, Shoaib Ehsan, Naveed Ur Rehman, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1510.05157v1,No journal ref found,none,cs.CV,Summary19637,1510.05275v1,2015-10-18T16:27:36Z,Real-time Tracking Based on Neuromrophic Vision,"Hongmin Li, Pei Jing, Guoqi Li",http://arxiv.org/pdf/1510.05275v1,No journal ref found,none,cs.CV,Summary19638,1510.05436v1,2015-10-19T11:48:23Z,Color graph based wavelet transform with perceptual information,"Mohamed Malek, David Helbert, Philippe Carre",http://arxiv.org/pdf/1510.05436v1,"Journal of Electronic Imaging (SPIE), 24(5), 2015",none,cs.CV,Summary19639,1510.05484v2,2015-10-19T14:11:49Z,DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection,"Xi Li, Liming Zhao, Lina Wei, Ming-Hsuan Yang, Fei Wu, Yueting Zhuang, Haibin Ling, Jingdong Wang",http://arxiv.org/pdf/1510.05484v2,No journal ref found,none,cs.CV,Summary19640,1510.05559v1,2015-10-19T16:11:24Z,Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise Removal,"Kyong Hwan Jin, Jong Chul Ye",http://arxiv.org/pdf/1510.05559v1,No journal ref found,none,cs.CV,Summary19641,1510.05822v1,2015-10-20T10:16:43Z,Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection,"Xavier Gibert, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1510.05822v1,No journal ref found,none,cs.CV,Summary19642,1510.06093v1,2015-10-21T00:49:12Z,Content adaptive screen image scaling,"Yao Zhai, Qifei Wang, Yan Lu, Shipeng Li",http://arxiv.org/pdf/1510.06093v1,No journal ref found,none,cs.CV,Summary19643,1510.06375v1,2015-10-21T19:16:34Z,Towards Direct Medical Image Analysis without Segmentation,"Xiantong Zhen, Shuo Li",http://arxiv.org/pdf/1510.06375v1,No journal ref found,none,cs.CV,Summary19644,1510.06503v1,2015-10-22T07:33:18Z,Personalized Age Progression with Aging Dictionary,"Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan",http://arxiv.org/pdf/1510.06503v1,No journal ref found,none,cs.CV,Summary19645,1510.06507v1,2015-10-22T07:44:24Z,"Modelling, Measuring and Compensating Color Weak Vision","Satoshi Oshima, Rica Mochizuki, Reiner Lenz, Jinhui Chao",http://arxiv.org/pdf/1510.06507v1,No journal ref found,none,cs.CV,Summary19646,1510.06595v1,2015-10-22T12:20:04Z,Efficient Unsupervised Temporal Segmentation of Motion Data,"Björn Krüger, Anna Vögele, Tobias Willig, Angela Yao, Reinhard Klein, Andreas Weber",http://arxiv.org/pdf/1510.06595v1,No journal ref found,none,cs.CV,Summary19647,1510.06767v3,2015-10-22T21:03:50Z,Order-Fractal transition in abstract paintings,"E. M. De la Calleja, F. Cervantes, J. De la Calleja",http://arxiv.org/pdf/1510.06767v3,No journal ref found,none,cs.CV,Summary19648,1510.06915v1,2015-10-23T12:35:58Z,Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests,"Kanishka Sharma, Loic Peter, Christian Rupprecht, Anna Caroli, Lichao Wang, Andrea Remuzzi, Maximilian Baust, Nassir Navab",http://arxiv.org/pdf/1510.06915v1,No journal ref found,none,cs.CV,Summary19649,1510.06939v1,2015-10-23T14:23:44Z,Objects2action: Classifying and localizing actions without any video example,"Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek",http://arxiv.org/pdf/1510.06939v1,No journal ref found,none,cs.CV,Summary19650,1510.07112v1,2015-10-24T06:56:02Z,Predicting Performance of a Face Recognition System Based on Image Quality,Abhishek Dutta,http://arxiv.org/pdf/1510.07112v1,No journal ref found,none,cs.CV,Summary19651,1510.07119v1,2015-10-24T08:05:52Z,Predicting Face Recognition Performance Using Image Quality,"Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers",http://arxiv.org/pdf/1510.07119v1,No journal ref found,none,cs.CV,Summary19652,1510.07136v1,2015-10-24T12:16:27Z,Image Parsing with a Wide Range of Classes and Scene-Level Context,Marian George,http://arxiv.org/pdf/1510.07136v1,No journal ref found,none,cs.CV,Summary19653,1510.07182v1,2015-10-24T20:26:08Z,Computational models of attention,"Laurent Itti, Ali Borji",http://arxiv.org/pdf/1510.07182v1,"Cognitive Neuroscience: The Biology of the Mind (Fifth Edition), (M. S. Gazzaniga, R. B. Ivry, G. R. Mangun Ed.), pp. 1-10, 2014",none,cs.CV,Summary19654,1510.07317v1,2015-10-25T22:41:24Z,Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries,"S. Hussain Raza, Omar Javed, Aveek Das, Harpreet Sawhney, Hui Cheng, Irfan Essa",http://arxiv.org/pdf/1510.07317v1,No journal ref found,none,cs.CV,Summary19655,1510.07320v1,2015-10-25T22:58:30Z,Geometric Context from Videos,"S. Hussain Raza, Matthias Grundmann, Irfan Essa",http://arxiv.org/pdf/1510.07320v1,No journal ref found,none,cs.CV,Summary19656,1510.07323v1,2015-10-25T23:20:38Z,Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context,"S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan Essa",http://arxiv.org/pdf/1510.07323v1,No journal ref found,none,cs.CV,Summary19657,1510.07391v1,2015-10-26T07:41:32Z,Vehicle Color Recognition using Convolutional Neural Network,"Reza Fuad Rachmadi, I Ketut Eddy Purnama",http://arxiv.org/pdf/1510.07391v1,No journal ref found,none,cs.CV,Summary19658,1510.07474v1,2015-10-26T13:26:46Z,A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns,"Alexander Gómez, German Díez, Jhony Giraldo, Augusto Salazar, Juan M. Daza",http://arxiv.org/pdf/1510.07474v1,No journal ref found,none,cs.CV,Summary19659,1510.07493v1,2015-10-26T14:35:26Z,Aggregating Deep Convolutional Features for Image Retrieval,"Artem Babenko, Victor Lempitsky",http://arxiv.org/pdf/1510.07493v1,No journal ref found,none,cs.CV,Summary19660,1510.07712v2,2015-10-26T22:47:00Z,Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks,"Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu",http://arxiv.org/pdf/1510.07712v2,No journal ref found,none,cs.CV,Summary19661,1510.07748v1,2015-10-27T01:47:26Z,Computational models: Bottom-up and top-down aspects,"Laurent Itti, Ali Borji",http://arxiv.org/pdf/1510.07748v1,"The Oxford Handbook of Attention, (A. C. Nobre, S. Kastner Ed.), pp. 1-20, 2013",none,cs.CV,Summary19662,1510.07867v2,2015-10-27T11:17:46Z,Some like it hot - visual guidance for preference prediction,"Rasmus Rothe, Radu Timofte, Luc Van Gool",http://arxiv.org/pdf/1510.07867v2,No journal ref found,none,cs.CV,Summary19663,1510.07905v1,2015-10-25T09:17:57Z,Defect Detection Techniques for Airbag Production Sewing Stages,"Raluca Brad, Lavinia Barac, Remus Brad",http://arxiv.org/pdf/1510.07905v1,"Journal of Textiles, vol. 2014, Article ID 738504, 7 pages, 2014",none,cs.CV,Summary19664,1510.07945v2,2015-10-27T15:53:00Z,Learning Multi-Domain Convolutional Neural Networks for Visual Tracking,"Hyeonseob Nam, Bohyung Han",http://arxiv.org/pdf/1510.07945v2,No journal ref found,none,cs.CV,Summary19665,1510.08012v2,2015-10-27T18:00:42Z,ENFT: Efficient Non-Consecutive Feature Tracking for Robust Structure-from-Motion,"Guofeng Zhang, Haomin Liu, Zilong Dong, Jiaya Jia, Tien-Tsin Wong, Hujun Bao",http://arxiv.org/pdf/1510.08012v2,No journal ref found,none,cs.CV,Summary19666,1510.08039v1,2015-10-27T19:44:44Z,Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties,"Georg Poier, Konstantinos Roditakis, Samuel Schulter, Damien Michel, Horst Bischof, Antonis A. Argyros",http://arxiv.org/pdf/1510.08039v1,No journal ref found,none,cs.CV,Summary19667,1510.08160v3,2015-10-28T01:59:14Z,Scale-aware Fast R-CNN for Pedestrian Detection,"Jianan Li, Xiaodan Liang, ShengMei Shen, Tingfa Xu, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1510.08160v3,No journal ref found,none,cs.CV,Summary19668,1510.08973v1,2015-10-30T05:43:41Z,VISALOGY: Answering Visual Analogy Questions,"Fereshteh Sadeghi, C. Lawrence Zitnick, Ali Farhadi",http://arxiv.org/pdf/1510.08973v1,No journal ref found,none,cs.CV,Summary19669,1510.09041v2,2015-10-30T10:28:55Z,Postprocessing of Compressed Images via Sequential Denoising,"Yehuda Dar, Alfred M. Bruckstein, Michael Elad, Raja Giryes",http://arxiv.org/pdf/1510.09041v2,No journal ref found,none,cs.CV,Summary19670,1510.09083v3,2015-10-30T13:34:18Z,Deep Recurrent Regression for Facial Landmark Detection,"Hanjiang Lai, Shengtao Xiao, Yan Pan, Zhen Cui, Jiashi Feng, Chunyan Xu, Jian Yin, Shuicheng Yan",http://arxiv.org/pdf/1510.09083v3,No journal ref found,none,cs.CV,Summary19671,1510.09184v1,2015-10-30T18:26:51Z,Estimating Target Signatures with Diverse Density,"Taylor Glenn, Alina Zare",http://arxiv.org/pdf/1510.09184v1,No journal ref found,none,cs.CV,Summary19672,1511.00096v1,2015-10-31T07:46:59Z,Bioinspired Visual Motion Estimation,"Garrick Orchard, Ralph Etienne-Cummings",http://arxiv.org/pdf/1511.00096v1,"Proceedings of the IEEE, vol.102, no.10, pp.1520-1536, Oct. 2014",none,cs.CV,Summary19673,1511.00098v1,2015-10-31T08:50:19Z,Semantic Cross-View Matching,"Francesco Castaldo, Amir Zamir, Roland Angst, Francesco Palmieri, Silvio Savarese",http://arxiv.org/pdf/1511.00098v1,No journal ref found,none,cs.CV,Summary19674,1511.00100v1,2015-10-31T08:59:03Z,Fast Neuromimetic Object Recognition using FPGA Outperforms GPU Implementations,"Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein, Ralph Etienne-Cummings",http://arxiv.org/pdf/1511.00100v1,"Neural Networks and Learning Systems, IEEE Transactions on, vol.24, no.8, pp.1239-1252, 2013",none,cs.CV,Summary19675,1511.00111v1,2015-10-31T11:17:15Z,Regional Active Contours based on Variational level sets and Machine Learning for Image Segmentation,M. Abdelsamea,http://arxiv.org/pdf/1511.00111v1,No journal ref found,none,cs.CV,Summary19676,1511.00175v2,2015-10-31T21:13:30Z,FireCaffe: near-linear acceleration of deep neural network training on compute clusters,"Forrest N. Iandola, Khalid Ashraf, Matthew W. Moskewicz, Kurt Keutzer",http://arxiv.org/pdf/1511.00175v2,No journal ref found,none,cs.CV,Summary19677,1511.00423v2,2015-11-02T09:51:06Z,Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods,"Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen",http://arxiv.org/pdf/1511.00423v2,No journal ref found,none,cs.CV,Summary19678,1511.00438v2,2015-11-02T10:41:34Z,Semantic Summarization of Egocentric Photo Stream Events,"Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto",http://arxiv.org/pdf/1511.00438v2,No journal ref found,none,cs.CV,Summary19679,1511.00461v1,2015-11-02T11:55:30Z,Circle detection using isosceles triangles sampling,"Hanqing Zhang, Krister Wiklund, Magnus Andersson",http://arxiv.org/pdf/1511.00461v1,No journal ref found,none,cs.CV,Summary19680,1511.00472v2,2015-11-02T12:28:05Z,Water Detection through Spatio-Temporal Invariant Descriptors,"Pascal Mettes, Robby T. Tan, Remco C. Veltkamp",http://arxiv.org/pdf/1511.00472v2,No journal ref found,none,cs.CV,Summary19681,1511.00513v1,2015-11-02T14:23:22Z,Pixel-wise Segmentation of Street with Neural Networks,"Sebastian Bittel, Vitali Kaiser, Marvin Teichmann, Martin Thoma",http://arxiv.org/pdf/1511.00513v1,No journal ref found,none,cs.CV,Summary19682,1511.01064v2,2015-10-31T13:25:20Z,Color Space Transformation Network,Alexandros Karargyris,http://arxiv.org/pdf/1511.01064v2,No journal ref found,none,cs.CV,Summary19683,1511.01154v1,2015-11-03T23:08:18Z,Robust Registration of Calcium Images by Learned Contrast Synthesis,"John A. Bogovic, Philipp Hanslovsky, Allan Wong, Stephan Saalfeld",http://arxiv.org/pdf/1511.01154v1,"IEEE International Symposium on Biomedical Imaging, 2016, pages 1123--1126",none,cs.CV,Summary19684,1511.01156v1,2015-11-03T23:10:47Z,Robust Large-Scale Localization in 3D Point Clouds Revisited,"Fabian Tschopp, Marco Zorzi",http://arxiv.org/pdf/1511.01156v1,No journal ref found,none,cs.CV,Summary19685,1511.01161v2,2015-11-03T23:39:57Z,Image-Based Correction of Continuous and Discontinuous Non-Planar Axial Distortion in Serial Section Microscopy,"Philipp Hanslovsky, John A. Bogovic, Stephan Saalfeld",http://arxiv.org/pdf/1511.01161v2,No journal ref found,none,cs.CV,Summary19686,1511.01168v1,2015-11-04T00:34:29Z,Cell identification in whole-brain multiview images of neural activation,"Marco Paciscopi, Ludovico Silvestri, Francesco Saverio Pavone, Paolo Frasconi",http://arxiv.org/pdf/1511.01168v1,No journal ref found,none,cs.CV,Summary19687,1511.01186v1,2015-11-04T02:48:06Z,Face Aging Effect Simulation using Hidden Factor Analysis Joint Sparse Representation,"Hongyu Yang, Di Huang, Yunhong Wang, Heng Wang, Yuanyan Tang",http://arxiv.org/pdf/1511.01186v1,No journal ref found,none,cs.CV,Summary19688,1511.01245v3,2015-11-04T08:51:59Z,Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset,"Thierry Bouwmans, Andrews Sobral, Sajid Javed, Soon Ki Jung, El-Hadi Zahzah",http://arxiv.org/pdf/1511.01245v3,No journal ref found,none,cs.CV,Summary19689,1511.01293v1,2015-11-04T11:20:51Z,Towards a tracking algorithm based on the clustering of spatio-temporal clouds of points,"Andrea Cavagna, Chiara Creato, Lorenzo Del Castello, Stefania Melillo, Leonardo Parisi, Massimiliano Viale",http://arxiv.org/pdf/1511.01293v1,No journal ref found,none,cs.CV,Summary19690,1511.01508v1,2015-11-04T21:04:07Z,Enhancing Feature Tracking With Gyro Regularization,"Bryan Poling, Gilad Lerman",http://arxiv.org/pdf/1511.01508v1,Image and Vision Computing 50 (2016) 42-58,none,cs.CV,Summary19691,1511.01619v1,2015-11-05T06:10:13Z,Coherent Motion Segmentation in Moving Camera Videos using Optical Flow Orientations,"Manjunath Narayana, Allen Hanson, Erik Learned-Miller",http://arxiv.org/pdf/1511.01619v1,No journal ref found,none,cs.CV,Summary19692,1511.01627v1,2015-11-05T06:57:38Z,Background subtraction - separating the modeling and the inference,"Manjunath Narayana, Allen Hanson, Erik Learned-Miller",http://arxiv.org/pdf/1511.01627v1,"Machine Vision and Applications July 2014, Volume 25, Issue 5, pp 1163-1174",none,cs.CV,Summary19693,1511.01631v1,2015-11-05T07:18:05Z,Background Modeling Using Adaptive Pixelwise Kernel Variances in a Hybrid Feature Space,"Manjunath Narayana, Allen Hanson, Erik Learned-Miller",http://arxiv.org/pdf/1511.01631v1,No journal ref found,none,cs.CV,Summary19694,1511.01706v1,2015-11-05T11:57:28Z,Image classification based on support vector machine and the fusion of complementary features,"Huilin Gao, Wenjie Chen, Lihua Dou",http://arxiv.org/pdf/1511.01706v1,No journal ref found,none,cs.CV,Summary19695,1511.01726v1,2015-11-05T13:01:35Z,Multi-Target Tracking and Occlusion Handling with Learned Variational Bayesian Clusters and a Social Force Model,"Ata-ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon Chambers",http://arxiv.org/pdf/1511.01726v1,No journal ref found,none,cs.CV,Summary19696,1511.01804v4,2015-11-05T16:33:54Z,Wood Species Recognition Based on SIFT Keypoint Histogram,"Shuaiqi Hu, Ke Li, Xudong Bao",http://arxiv.org/pdf/1511.01804v4,No journal ref found,none,cs.CV,Summary19697,1511.01887v2,2015-11-05T20:43:01Z,Radon-Nikodym approximation in application to image analysis,Vladislav Gennadievich Malyshkin,http://arxiv.org/pdf/1511.01887v2,No journal ref found,none,cs.CV,Summary19698,1511.01954v3,2015-11-05T23:39:19Z,Recovering hard-to-find object instances by sampling context-based object proposals,"Jose Oramas M., Tinne Tuytelaars",http://arxiv.org/pdf/1511.01954v3,No journal ref found,none,cs.CV,Summary19699,1511.02023v1,2015-11-06T10:29:09Z,Facial Expression Recognition Using Sparse Gaussian Conditional Random Field,"Mohammadamin Abbasnejad, Mohammad Ali Masnadi-Shirazi",http://arxiv.org/pdf/1511.02023v1,No journal ref found,none,cs.CV,Summary19700,1511.02126v1,2015-11-06T15:51:07Z,Pooling the Convolutional Layers in Deep ConvNets for Action Recognition,"Shichao Zhao, Yanbin Liu, Yahong Han, Richang Hong",http://arxiv.org/pdf/1511.02126v1,No journal ref found,none,cs.CV,Summary19701,1511.02228v1,2015-11-06T20:58:20Z,Seven ways to improve example-based single image super resolution,"Radu Timofte, Rasmus Rothe, Luc Van Gool",http://arxiv.org/pdf/1511.02228v1,No journal ref found,none,cs.CV,Summary19702,1511.02251v1,2015-11-06T22:08:37Z,Learning Visual Features from Large Weakly Supervised Data,"Armand Joulin, Laurens van der Maaten, Allan Jabri, Nicolas Vasilache",http://arxiv.org/pdf/1511.02251v1,No journal ref found,none,cs.CV,Summary19703,1511.02282v1,2015-11-07T02:06:11Z,Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos,"Xiaorui Liu, Yichao Huang, Xin Zhang, Lianwen Jin",http://arxiv.org/pdf/1511.02282v1,No journal ref found,none,cs.CV,Summary19704,1511.02300v2,2015-11-07T04:34:18Z,Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images,"Shuran Song, Jianxiong Xiao",http://arxiv.org/pdf/1511.02300v2,No journal ref found,none,cs.CV,Summary19705,1511.02319v1,2015-11-07T08:26:19Z,Review of Person Re-identification Techniques,"Mohammad Ali Saghafi, Aini Hussain, Halimah Badioze Zaman, Mohamad Hanif Md Saad",http://arxiv.org/pdf/1511.02319v1,"IET Computer Vision, 2014, 8, (6), p. 455-474",none,cs.CV,Summary19706,1511.02407v2,2015-11-07T22:05:12Z,A Survey of the Trends in Facial and Expression Recognition Databases and Methods,"Sohini Roychowdhury, Michelle Emmons",http://arxiv.org/pdf/1511.02407v2,"International Journal of Computer Science & Engineering Survey, 2015, 6, 1-19",none,cs.CV,Summary19707,1511.02459v1,2015-11-08T09:21:32Z,SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception,"Duorui Xie, Lingyu Liang, Lianwen Jin, Jie Xu, Mengru Li",http://arxiv.org/pdf/1511.02459v1,No journal ref found,none,cs.CV,Summary19708,1511.02462v2,2015-11-08T09:44:45Z,LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks,"Steven C. H. Hoi, Xiongwei Wu, Hantang Liu, Yue Wu, Huiqiong Wang, Hui Xue, Qiang Wu",http://arxiv.org/pdf/1511.02462v2,No journal ref found,none,cs.CV,Summary19709,1511.02465v1,2015-11-08T09:59:04Z,A new humanlike facial attractiveness predictor with cascaded fine-tuning deep learning model,"Jie Xu, Lianwen Jin, Lingyu Liang, Ziyong Feng, Duorui Xie",http://arxiv.org/pdf/1511.02465v1,No journal ref found,none,cs.CV,Summary19710,1511.02575v1,2015-11-09T05:44:39Z,A Century of Portraits: A Visual Historical Record of American High School Yearbooks,"Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros",http://arxiv.org/pdf/1511.02575v1,No journal ref found,none,cs.CV,Summary19711,1511.02674v2,2015-11-09T13:27:30Z,Semantic Segmentation with Boundary Neural Fields,"Gedas Bertasius, Jianbo Shi, Lorenzo Torresani",http://arxiv.org/pdf/1511.02674v2,No journal ref found,none,cs.CV,Summary19712,1511.02682v1,2015-11-09T14:01:50Z,Exploiting Egocentric Object Prior for 3D Saliency Detection,"Gedas Bertasius, Hyun Soo Park, Jianbo Shi",http://arxiv.org/pdf/1511.02682v1,No journal ref found,none,cs.CV,Summary19713,1511.02683v2,2015-11-09T14:02:03Z,A Light CNN for Deep Face Representation with Noisy Labels,"Xiang Wu, Ran He, Zhenan Sun, Tieniu Tan",http://arxiv.org/pdf/1511.02683v2,No journal ref found,none,cs.CV,Summary19714,1511.02853v4,2015-11-09T20:58:30Z,Weakly Supervised Deep Detection Networks,"Hakan Bilen, Andrea Vedaldi",http://arxiv.org/pdf/1511.02853v4,No journal ref found,none,cs.CV,Summary19715,1511.02911v2,2015-11-09T22:14:00Z,Spatially Coherent Random Forests,"Tal Remez, Shai Avidan",http://arxiv.org/pdf/1511.02911v2,No journal ref found,none,cs.CV,Summary19716,1511.02919v1,2015-11-09T22:39:58Z,Massive Online Crowdsourced Study of Subjective and Objective Picture Quality,"Deepti Ghadiyaram, Alan C. Bovik",http://arxiv.org/pdf/1511.02919v1,No journal ref found,none,cs.CV,Summary19717,1511.02928v2,2015-11-09T23:31:31Z,Hyperspectral Image Recovery via Hybrid Regularization,"Reza Arablouei, Frank de Hoog",http://arxiv.org/pdf/1511.02928v2,No journal ref found,none,cs.CV,Summary19718,1511.02992v2,2015-11-10T05:07:03Z,Traffic Sign Classification Using Deep Inception Based Convolutional Networks,Mrinal Haloi,http://arxiv.org/pdf/1511.02992v2,No journal ref found,none,cs.CV,Summary19719,1511.02999v1,2015-11-10T06:08:42Z,Improvised Salient Object Detection and Manipulation,Abhishek Maity,http://arxiv.org/pdf/1511.02999v1,No journal ref found,none,cs.CV,Summary19720,1511.03015v1,2015-11-10T08:30:31Z,Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition,"Huibin Li, Jian Sun, Dong Wang, Zongben Xu, Liming Chen",http://arxiv.org/pdf/1511.03015v1,No journal ref found,none,cs.CV,Summary19721,1511.03019v1,2015-11-10T08:42:40Z,3D Time-lapse Reconstruction from Internet Photos,"Ricardo Martin-Brualla, David Gallup, Steven M. Seitz",http://arxiv.org/pdf/1511.03019v1,No journal ref found,none,cs.CV,Summary19722,1511.03028v1,2015-11-10T09:18:30Z,Online Action Recognition based on Incremental Learning of Weighted Covariance Descriptors,"Chang Tang, Wanqing Li, Chunping Hou, Pichao Wang, Yonghong Hou, Jing Zhang, Philip O. Ogunbona",http://arxiv.org/pdf/1511.03028v1,No journal ref found,none,cs.CV,Summary19723,1511.03042v2,2015-11-10T09:54:20Z,Analyzing Stability of Convolutional Neural Networks in the Frequency Domain,"Elnaz J. Heravi, Hamed H. Aghdam, Domenec Puig",http://arxiv.org/pdf/1511.03042v2,No journal ref found,none,cs.CV,Summary19724,1511.03183v1,2015-11-10T17:03:55Z,Dynamic Belief Fusion for Object Detection,"Hyungtae Lee, Heesung Kwon, Ryan M. Robinson, William d. Nothwang, Amar M. Marathe",http://arxiv.org/pdf/1511.03183v1,No journal ref found,none,cs.CV,Summary19725,1511.03206v1,2015-11-10T18:05:45Z,The Radon cumulative distribution transform and its application to image classification,"Soheil Kolouri, Se Rim Park, Gustavo K. Rohde",http://arxiv.org/pdf/1511.03206v1,No journal ref found,none,cs.CV,Summary19726,1511.03240v2,2015-11-10T19:56:01Z,Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer,"Jun Xie, Martin Kiefel, Ming-Ting Sun, Andreas Geiger",http://arxiv.org/pdf/1511.03240v2,No journal ref found,none,cs.CV,Summary19727,1511.03244v1,2015-11-10T20:03:36Z,TemplateNet for Depth-Based Object Instance Recognition,"Ujwal Bonde, Vijay Badrinarayanan, Roberto Cipolla, Minh-Tri Pham",http://arxiv.org/pdf/1511.03244v1,No journal ref found,none,cs.CV,Summary19728,1511.03257v1,2015-11-10T20:37:41Z,Online Supervised Hashing for Ever-Growing Datasets,"Fatih Cakir, Sarah Adel Bargal, Stan Sclaroff",http://arxiv.org/pdf/1511.03257v1,No journal ref found,none,cs.CV,Summary19729,1511.03296v2,2015-11-10T21:19:34Z,The Fast Bilateral Solver,"Jonathan T. Barron, Ben Poole",http://arxiv.org/pdf/1511.03296v2,No journal ref found,none,cs.CV,Summary19730,1511.03328v2,2015-11-10T22:54:13Z,Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform,"Liang-Chieh Chen, Jonathan T. Barron, George Papandreou, Kevin Murphy, Alan L. Yuille",http://arxiv.org/pdf/1511.03328v2,No journal ref found,none,cs.CV,Summary19731,1511.03339v2,2015-11-10T23:53:57Z,Attention to Scale: Scale-aware Semantic Image Segmentation,"Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, Alan L. Yuille",http://arxiv.org/pdf/1511.03339v2,No journal ref found,none,cs.CV,Summary19732,1511.03363v1,2015-11-11T02:39:26Z,Facial Expression Detection using Patch-based Eigen-face Isomap Networks,Sohini Roychowdhury,http://arxiv.org/pdf/1511.03363v1,No journal ref found,none,cs.CV,Summary19733,1511.03464v1,2015-11-11T11:38:22Z,A Directional Diffusion Algorithm for Inpainting,"Jan Deriu, Rolf Jagerman, Kai-En Tsay",http://arxiv.org/pdf/1511.03464v1,No journal ref found,none,cs.CV,Summary19734,1511.03466v2,2015-11-11T11:47:58Z,God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings,"Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert, Pierre-Yves Brandt, Sabine Süsstrunk",http://arxiv.org/pdf/1511.03466v2,No journal ref found,none,cs.CV,Summary19735,1511.03476v1,2015-11-11T12:38:14Z,Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning,"Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang",http://arxiv.org/pdf/1511.03476v1,No journal ref found,none,cs.CV,Summary19736,1511.03629v1,2015-11-11T19:55:05Z,A Continuous Max-Flow Approach to Cyclic Field Reconstruction,"John S. H. Baxter, Jonathan McLeod, Terry M. Peters",http://arxiv.org/pdf/1511.03629v1,No journal ref found,none,cs.CV,Summary19737,1511.03650v3,2015-11-11T20:54:28Z,Piecewise Linear Activation Functions For More Efficient Deep Networks,"Cheng-Yang Fu, Alexander C. Berg",http://arxiv.org/pdf/1511.03650v3,No journal ref found,none,cs.CV,Summary19738,1511.03748v1,2015-11-12T01:31:35Z,Automatic Content-Aware Color and Tone Stylization,"Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon",http://arxiv.org/pdf/1511.03748v1,No journal ref found,none,cs.CV,Summary19739,1511.03753v2,2015-11-12T01:52:12Z,Shearlet-Based Detection of Flame Fronts,"Rafael Reisenhofer, Johannes Kiefer, Emily J. King",http://arxiv.org/pdf/1511.03753v2,"Experiments in Fluids, vol. 57(3), 41:1-41:14, 2016",none,cs.CV,Summary19740,1511.03776v3,2015-11-12T05:06:16Z,ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks,"Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir Bourdev",http://arxiv.org/pdf/1511.03776v3,No journal ref found,none,cs.CV,Summary19741,1511.03814v2,2015-11-12T08:41:47Z,Hand-Object Interaction and Precise Localization in Transitive Action Recognition,"Amir Rosenfeld, Shimon Ullman",http://arxiv.org/pdf/1511.03814v2,No journal ref found,none,cs.CV,Summary19742,1511.03853v2,2015-11-12T10:54:21Z,When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks,"Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo",http://arxiv.org/pdf/1511.03853v2,No journal ref found,none,cs.CV,Summary19743,1511.03995v3,2015-11-12T18:31:42Z,LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement,"Kin Gwn Lore, Adedotun Akintayo, Soumik Sarkar",http://arxiv.org/pdf/1511.03995v3,No journal ref found,none,cs.CV,Summary19744,1511.04003v1,2015-11-12T18:55:20Z,Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest,"Dmitry Kislyuk, Yuchen Liu, David Liu, Eric Tzeng, Yushi Jing",http://arxiv.org/pdf/1511.04003v1,No journal ref found,none,cs.CV,Summary19745,1511.04031v2,2015-11-12T19:50:53Z,Facial Landmark Detection with Tweaked Convolutional Neural Networks,"Yue Wu, Tal Hassner, KangGeon Kim, Gerard Medioni, Prem Natarajan",http://arxiv.org/pdf/1511.04031v2,No journal ref found,none,cs.CV,Summary19746,1511.04048v1,2015-11-12T20:21:11Z,Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images,"Roozbeh Mottaghi, Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi",http://arxiv.org/pdf/1511.04048v1,No journal ref found,none,cs.CV,Summary19747,1511.04067v1,2015-11-12T20:49:20Z,Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising,"Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu",http://arxiv.org/pdf/1511.04067v1,No journal ref found,none,cs.CV,Summary19748,1511.04103v3,2015-11-12T21:41:35Z,Basic Level Categorization Facilitates Visual Object Recognition,"Panqu Wang, Garrison W. Cottrell",http://arxiv.org/pdf/1511.04103v3,No journal ref found,none,cs.CV,Summary19749,1511.04136v3,2015-11-13T01:37:39Z,UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking,"Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, Siwei Lyu",http://arxiv.org/pdf/1511.04136v3,No journal ref found,none,cs.CV,Summary19750,1511.04166v2,2015-11-13T06:09:00Z,Unsupervised Learning of Edges,"Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollár",http://arxiv.org/pdf/1511.04166v2,No journal ref found,none,cs.CV,Summary19751,1511.04176v2,2015-11-13T06:33:22Z,Sequence to Sequence Learning for Optical Character Recognition,"Devendra Kumar Sahu, Mohak Sukhwani",http://arxiv.org/pdf/1511.04176v2,No journal ref found,none,cs.CV,Summary19752,1511.04192v2,2015-11-13T07:14:13Z,DISC: Deep Image Saliency Computing via Progressive Representation Learning,"Tianshui Chen, Liang Lin, Lingbo Liu, Xiaonan Luo, Xuelong Li",http://arxiv.org/pdf/1511.04192v2,No journal ref found,none,cs.CV,Summary19753,1511.04196v2,2015-11-13T07:58:38Z,Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition,"Zhiwei Deng, Arash Vahdat, Hexiang Hu, Greg Mori",http://arxiv.org/pdf/1511.04196v2,No journal ref found,none,cs.CV,Summary19754,1511.04240v1,2015-11-13T11:23:40Z,An Adaptive Data Representation for Robust Point-Set Registration and Merging,"Dylan Campbell, Lars Petersson",http://arxiv.org/pdf/1511.04240v1,No journal ref found,none,cs.CV,Summary19755,1511.04242v1,2015-11-13T11:25:50Z,Volume-based Semantic Labeling with Signed Distance Functions,"Tommaso Cavallari, Luigi Di Stefano",http://arxiv.org/pdf/1511.04242v1,No journal ref found,none,cs.CV,Summary19756,1511.04273v2,2015-11-13T13:23:09Z,Learning to Assign Orientations to Feature Points,"Kwang Moo Yi, Yannick Verdie, Pascal Fua, Vincent Lepetit",http://arxiv.org/pdf/1511.04273v2,No journal ref found,none,cs.CV,Summary19757,1511.04320v1,2015-11-13T15:35:22Z,Standard methods for inexpensive pollen loads authentication by means of computer vision and machine learning,"Manuel Chica, Pascual Campoy",http://arxiv.org/pdf/1511.04320v1,No journal ref found,none,cs.CV,Summary19758,1511.04377v3,2015-11-13T17:32:11Z,Learning Dense Convolutional Embeddings for Semantic Segmentation,"Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos",http://arxiv.org/pdf/1511.04377v3,No journal ref found,none,cs.CV,Summary19759,1511.04384v1,2015-11-13T18:06:32Z,Deep Reflectance Maps,"Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Efstratios Gavves, Tinne Tuytelaars",http://arxiv.org/pdf/1511.04384v1,No journal ref found,none,cs.CV,Summary19760,1511.04404v2,2015-11-13T19:14:51Z,Robust Face Alignment Using a Mixture of Invariant Experts,"Oncel Tuzel, Tim K. Marks, Salil Tambe",http://arxiv.org/pdf/1511.04404v2,"Proceedings of 14th European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 11-14, 2016, pp 825-841",none,cs.CV,Summary19761,1511.04458v2,2015-11-13T21:05:20Z,Transductive Zero-Shot Action Recognition by Word-Vector Embedding,"Xun Xu, Timothy Hospedales, Shaogang Gong",http://arxiv.org/pdf/1511.04458v2,No journal ref found,none,cs.CV,Summary19762,1511.04472v1,2015-11-13T22:15:54Z,Solving Jigsaw Puzzles with Linear Programming,"Rui Yu, Chris Russell, Lourdes Agapito",http://arxiv.org/pdf/1511.04472v1,No journal ref found,none,cs.CV,Summary19763,1511.04510v1,2015-11-14T05:42:50Z,Semantic Object Parsing with Local-Global Long Short-Term Memory,"Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1511.04510v1,No journal ref found,none,cs.CV,Summary19764,1511.04511v2,2015-11-14T05:45:47Z,BING++: A Fast High Quality Object Proposal Generator at 100fps,"Ziming Zhang, Yun Liu, Tolga Bolukbasi, Ming-Ming Cheng, Venkatesh Saligrama",http://arxiv.org/pdf/1511.04511v2,No journal ref found,none,cs.CV,Summary19765,1511.04512v3,2015-11-14T05:53:30Z,Zero-Shot Learning via Joint Latent Similarity Embedding,"Ziming Zhang, Venkatesh Saligrama",http://arxiv.org/pdf/1511.04512v3,No journal ref found,none,cs.CV,Summary19766,1511.04517v2,2015-11-14T06:10:41Z,Reversible Recursive Instance-level Object Segmentation,"Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1511.04517v2,No journal ref found,none,cs.CV,Summary19767,1511.04534v1,2015-11-14T09:19:44Z,Learning Fine-grained Features via a CNN Tree for Large-scale Classification,"Zhenhua Wang, Xingxing Wang, Gang Wang",http://arxiv.org/pdf/1511.04534v1,No journal ref found,none,cs.CV,Summary19768,1511.04601v4,2015-11-14T19:11:13Z,Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification,"Weiyang Liu, Zhiding Yu, Yandong Wen, Rongmei Lin, Meng Yang",http://arxiv.org/pdf/1511.04601v4,No journal ref found,none,cs.CV,Summary19769,1511.04659v1,2015-11-15T04:48:17Z,Implementation and comparative quantitative assessment of different multispectral image pansharpening approches,"Shailesh Panchal, Rajesh Thakker",http://arxiv.org/pdf/1511.04659v1,No journal ref found,none,cs.CV,Summary19770,1511.04668v2,2015-11-15T07:35:10Z,Deep Neural Network for Real-Time Autonomous Indoor Navigation,"Dong Ki Kim, Tsuhan Chen",http://arxiv.org/pdf/1511.04668v2,No journal ref found,none,cs.CV,Summary19771,1511.04670v1,2015-11-15T07:57:41Z,Uncovering Temporal Context for Video Question and Answering,"Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann",http://arxiv.org/pdf/1511.04670v1,No journal ref found,none,cs.CV,Summary19772,1511.04808v1,2015-11-16T03:18:06Z,Learning Mid-level Words on Riemannian Manifold for Action Recognition,"Mengyi Liu, Ruiping Wang, Shiguang Shan, Xilin Chen",http://arxiv.org/pdf/1511.04808v1,No journal ref found,none,cs.CV,Summary19773,1511.04901v1,2015-11-16T10:31:18Z,Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression,"Zhiao Huang, Erjin Zhou, Zhimin Cao",http://arxiv.org/pdf/1511.04901v1,No journal ref found,none,cs.CV,Summary19774,1511.04934v1,2015-11-16T12:41:06Z,Identification and Counting White Blood Cells and Red Blood Cells using Image Processing Case Study of Leukemia,"Esti Suryani, Wiharto Wiharto, Nizomjon Polvonov",http://arxiv.org/pdf/1511.04934v1,No journal ref found,none,cs.CV,Summary19775,1511.04960v2,2015-11-16T14:07:47Z,Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering,"Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson",http://arxiv.org/pdf/1511.04960v2,No journal ref found,none,cs.CV,Summary19776,1511.05045v2,2015-11-16T17:17:28Z,Handcrafted Local Features are Convolutional Neural Networks,"Zhenzhong Lan, Shoou-I Yu, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann",http://arxiv.org/pdf/1511.05045v2,No journal ref found,none,cs.CV,Summary19777,1511.05049v1,2015-11-16T17:26:27Z,An Empirical Study of Recent Face Alignment Methods,"Heng Yang, Xuhui Jia, Chen Change Loy, Peter Robinson",http://arxiv.org/pdf/1511.05049v1,No journal ref found,none,cs.CV,Summary19778,1511.05065v3,2015-11-16T17:54:45Z,Proposal Flow,"Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce",http://arxiv.org/pdf/1511.05065v3,No journal ref found,none,cs.CV,Summary19779,1511.05067v3,2015-11-16T17:59:14Z,Joint Training of Generic CNN-CRF Models with Stochastic Optimization,"Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. S. Torr, Carsten Rother",http://arxiv.org/pdf/1511.05067v3,No journal ref found,none,cs.CV,Summary19780,1511.05084v2,2015-11-16T18:50:24Z,Understanding learned CNN features through Filter Decoding with Substitution,"Ivet Rafegas, Maria Vanrell",http://arxiv.org/pdf/1511.05084v2,No journal ref found,none,cs.CV,Summary19781,1511.05169v1,2015-11-16T21:02:31Z,Nonlinear Local Metric Learning for Person Re-identification,"Siyuan Huang, Jiwen Lu, Jie Zhou, Anil K. Jain",http://arxiv.org/pdf/1511.05169v1,No journal ref found,none,cs.CV,Summary19782,1511.05197v2,2015-11-16T22:01:16Z,Visualizing and Understanding Deep Texture Representations,"Tsung-Yu Lin, Subhransu Maji",http://arxiv.org/pdf/1511.05197v2,No journal ref found,none,cs.CV,Summary19783,1511.05204v1,2015-11-16T22:19:11Z,Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition,"Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen",http://arxiv.org/pdf/1511.05204v1,No journal ref found,none,cs.CV,Summary19784,1511.05292v3,2015-11-17T07:21:20Z,Hierarchical Spatial Sum-Product Networks for Action Recognition in Still Images,"Jinghua Wang, Gang Wang",http://arxiv.org/pdf/1511.05292v3,No journal ref found,none,cs.CV,Summary19785,1511.05296v2,2015-11-17T07:31:36Z,Towards Predicting the Likeability of Fashion Images,"Jinghua Wang, Abrar Abdul Nabi, Gang Wang, Chengde Wan, Tian-Tsong Ng",http://arxiv.org/pdf/1511.05296v2,No journal ref found,none,cs.CV,Summary19786,1511.05666v4,2015-11-18T06:24:00Z,Super-Resolution with Deep Convolutional Sufficient Statistics,"Joan Bruna, Pablo Sprechmann, Yann LeCun",http://arxiv.org/pdf/1511.05666v4,No journal ref found,none,cs.CV,Summary19787,1511.05676v1,2015-11-18T07:25:16Z,Compositional Memory for Visual Question Answering,"Aiwen Jiang, Fang Wang, Fatih Porikli, Yi Li",http://arxiv.org/pdf/1511.05676v1,No journal ref found,none,cs.CV,Summary19788,1511.05768v1,2015-11-18T13:30:55Z,Labeled pupils in the wild: A dataset for studying pupil detection in unconstrained environments,"Marc Tonsen, Xucong Zhang, Yusuke Sugano, Andreas Bulling",http://arxiv.org/pdf/1511.05768v1,No journal ref found,none,cs.CV,Summary19789,1511.05788v2,2015-11-18T14:03:55Z,From Pose to Activity: Surveying Datasets and Introducing CONVERSE,"Michael Edwards, Jingjing Deng, Xianghua Xie",http://arxiv.org/pdf/1511.05788v2,No journal ref found,none,cs.CV,Summary19790,1511.05879v2,2015-11-18T17:02:59Z,Particular object retrieval with integral max-pooling of CNN activations,"Giorgos Tolias, Ronan Sicre, Hervé Jégou",http://arxiv.org/pdf/1511.05879v2,No journal ref found,none,cs.CV,Summary19791,1511.05914v1,2015-11-18T19:16:58Z,Collecting and Annotating the Large Continuous Action Dataset,"Daniel Paul Barrett, Ran Xu, Haonan Yu, Jeffrey Mark Siskind",http://arxiv.org/pdf/1511.05914v1,No journal ref found,none,cs.CV,Summary19792,1511.05960v2,2015-11-18T20:59:50Z,ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering,"Kan Chen, Jiang Wang, Liang-Chieh Chen, Haoyuan Gao, Wei Xu, Ram Nevatia",http://arxiv.org/pdf/1511.05960v2,No journal ref found,none,cs.CV,Summary19793,1511.06015v1,2015-11-18T22:55:46Z,Active Object Localization with Deep Reinforcement Learning,"Juan C. Caicedo, Svetlana Lazebnik",http://arxiv.org/pdf/1511.06015v1,No journal ref found,none,cs.CV,Summary19794,1511.06040v2,2015-11-19T01:33:35Z,A Hierarchical Deep Temporal Model for Group Activity Recognition,"Moustafa Ibrahim, Srikanth Muralidharan, Zhiwei Deng, Arash Vahdat, Greg Mori",http://arxiv.org/pdf/1511.06040v2,No journal ref found,none,cs.CV,Summary19795,1511.06062v2,2015-11-19T05:34:35Z,Compact Bilinear Pooling,"Yang Gao, Oscar Beijbom, Ning Zhang, Trevor Darrell",http://arxiv.org/pdf/1511.06062v2,No journal ref found,none,cs.CV,Summary19796,1511.06070v1,2015-11-19T06:42:45Z,Structured Depth Prediction in Challenging Monocular Video Sequences,"Miaomiao Liu, Mathieu Salzmann, Xuming He",http://arxiv.org/pdf/1511.06070v1,No journal ref found,none,cs.CV,Summary19797,1511.06106v2,2015-11-19T09:57:14Z,Quantitative Analysis of Particles Segregation,"Ting Peng, Aiping Qu, Xiaoling Wang",http://arxiv.org/pdf/1511.06106v2,No journal ref found,none,cs.CV,Summary19798,1511.06181v2,2015-11-19T14:25:04Z,What Players do with the Ball: A Physically Constrained Interaction Modeling,"Andrii Maksai, Xinchao Wang, Pascal Fua",http://arxiv.org/pdf/1511.06181v2,No journal ref found,none,cs.CV,Summary19799,1511.06214v2,2015-11-19T15:45:02Z,Automatically selecting inference algorithms for discrete energy minimisation,"Paul Henderson, Vittorio Ferrari",http://arxiv.org/pdf/1511.06214v2,No journal ref found,none,cs.CV,Summary19800,1511.06316v1,2015-11-19T19:28:20Z,face anti-spoofing based on color texture analysis,"Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid",http://arxiv.org/pdf/1511.06316v1,No journal ref found,none,cs.CV,Summary19801,1511.06408v2,2015-11-19T21:57:27Z,Feature-based Attention in Convolutional Neural Networks,Grace W. Lindsay,http://arxiv.org/pdf/1511.06408v2,No journal ref found,none,cs.CV,Summary19802,1511.06494v1,2015-11-20T05:23:12Z,Bidirectional Warping of Active Appearance Model,"Ali Mollahosseini, Mohammad H. Mahoor",http://arxiv.org/pdf/1511.06494v1,2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),none,cs.CV,Summary19803,1511.06523v1,2015-11-20T08:33:57Z,WIDER FACE: A Face Detection Benchmark,"Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1511.06523v1,No journal ref found,none,cs.CV,Summary19804,1511.06545v2,2015-11-20T10:09:13Z,A dense subgraph based algorithm for compact salient image region detection,"Souradeep Chakraborty, Pabitra Mitra",http://arxiv.org/pdf/1511.06545v2,No journal ref found,none,cs.CV,Summary19805,1511.06575v2,2015-11-20T12:49:20Z,ElSe: Ellipse Selection for Robust Pupil Detection in Real-World Environments,"Wolfgang Fuhl, Thiago C. Santini, Thomas Kuebler, Enkelejda Kasneci",http://arxiv.org/pdf/1511.06575v2,No journal ref found,none,cs.CV,Summary19806,1511.06627v1,2015-11-20T15:01:21Z,Towards Arbitrary-View Face Alignment by Recommendation Trees,"Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1511.06627v1,No journal ref found,none,cs.CV,Summary19807,1511.06645v2,2015-11-20T15:37:55Z,DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation,"Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele",http://arxiv.org/pdf/1511.06645v2,No journal ref found,none,cs.CV,Summary19808,1511.06654v2,2015-11-20T15:48:21Z,Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation,"Bing Wang, Gang Wang, Kap Luk Chan, Li Wang",http://arxiv.org/pdf/1511.06654v2,No journal ref found,none,cs.CV,Summary19809,1511.06676v2,2015-11-20T16:34:42Z,Personalizing Human Video Pose Estimation,"James Charles, Tomas Pfister, Derek Magee, David Hogg, Andrew Zisserman",http://arxiv.org/pdf/1511.06676v2,No journal ref found,none,cs.CV,Summary19810,1511.06681v1,2015-11-20T16:42:37Z,Deep End2End Voxel2Voxel Prediction,"Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri",http://arxiv.org/pdf/1511.06681v1,No journal ref found,none,cs.CV,Summary19811,1511.06692v4,2015-11-20T17:08:18Z,Direct Prediction of 3D Body Poses from Motion Compensated Sequences,"Bugra Tekin, Artem Rozantsev, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1511.06692v4,No journal ref found,none,cs.CV,Summary19812,1511.06702v2,2015-11-20T17:34:17Z,Multi-view 3D Models from Single Images with a Convolutional Network,"Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1511.06702v2,No journal ref found,none,cs.CV,Summary19813,1511.06704v1,2015-11-20T17:38:15Z,Semantic Diversity versus Visual Diversity in Visual Dictionaries,"Otávio A. B. Penatti, Sandra Avila, Eduardo Valle, Ricardo da S. Torres",http://arxiv.org/pdf/1511.06704v1,No journal ref found,none,cs.CV,Summary19814,1511.06739v5,2015-11-20T19:58:38Z,Superpixel Convolutional Networks using Bilateral Inceptions,"Raghudeep Gadde, Varun Jampani, Martin Kiefel, Daniel Kappler, Peter V. Gehler",http://arxiv.org/pdf/1511.06739v5,No journal ref found,none,cs.CV,Summary19815,1511.06783v2,2015-11-20T22:02:09Z,Recognizing Activities of Daily Living with a Wrist-mounted Camera,"Katsunori Ohnishi, Atsushi Kanehira, Asako Kanezaki, Tatsuya Harada",http://arxiv.org/pdf/1511.06783v2,No journal ref found,none,cs.CV,Summary19816,1511.06789v3,2015-11-20T22:40:30Z,The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition,"Jonathan Krause, Benjamin Sapp, Andrew Howard, Howard Zhou, Alexander Toshev, Tom Duerig, James Philbin, Li Fei-Fei",http://arxiv.org/pdf/1511.06789v3,No journal ref found,none,cs.CV,Summary19817,1511.06830v2,2015-11-21T04:04:39Z,Ground-truth dataset and baseline evaluations for image base-detail separation algorithms,"Xuan Dong, Boyan Bonev, Weixin Li, Weichao Qiu, Xianjie Chen, Alan Yuille",http://arxiv.org/pdf/1511.06830v2,No journal ref found,none,cs.CV,Summary19818,1511.06834v1,2015-11-21T04:40:59Z,Fidelity-Naturalness Evaluation of Single Image Super Resolution,"Xuan Dong, Yu Zhu, Weixin Li, Lingxi Xie, Alex Wong, Alan Yuille",http://arxiv.org/pdf/1511.06834v1,No journal ref found,none,cs.CV,Summary19819,1511.06853v1,2015-11-21T08:33:18Z,TransCut: Transparent Object Segmentation from a Light-Field Image,"Yichao Xu, Hajime Nagahara, Atsushi Shimada, Rin-ichiro Taniguchi",http://arxiv.org/pdf/1511.06853v1,No journal ref found,none,cs.CV,Summary19820,1511.06860v2,2015-11-21T09:38:31Z,Convex Sparse Spectral Clustering: Single-view to Multi-view,"Canyi Lu, Shuicheng Yan, Zhouchen Lin",http://arxiv.org/pdf/1511.06860v2,No journal ref found,none,cs.CV,Summary19821,1511.06911v1,2015-11-21T17:55:14Z,Screen Content Image Segmentation Using Sparse-Smooth Decomposition,"Shervin Minaee, Amirali Abdolrashidi, Yao Wang",http://arxiv.org/pdf/1511.06911v1,No journal ref found,none,cs.CV,Summary19822,1511.06919v1,2015-11-21T20:13:24Z,Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation,"Philipp Kainz, Michael Pfeiffer, Martin Urschler",http://arxiv.org/pdf/1511.06919v1,No journal ref found,none,cs.CV,Summary19823,1511.06936v1,2015-11-21T23:17:55Z,Real-Time Anomaly Detection and Localization in Crowded Scenes,"Mohammad Sabokrou, Mahmood Fathy, Mojtaba Hosseini, Reinhard Klette",http://arxiv.org/pdf/1511.06936v1,No journal ref found,none,cs.CV,Summary19824,1511.06973v2,2015-11-22T07:08:14Z,Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources,"Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1511.06973v2,No journal ref found,none,cs.CV,Summary19825,1511.06988v1,2015-11-22T10:25:02Z,Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation,"Haitian Zheng, Yebin Liu, Mengqi Ji, Feng Wu, Lu Fang",http://arxiv.org/pdf/1511.06988v1,No journal ref found,none,cs.CV,Summary19826,1511.07041v2,2015-11-22T17:59:49Z,SceneNet: Understanding Real World Indoor Scenes With Synthetic Data,"Ankur Handa, Viorica Patraucean, Vijay Badrinarayanan, Simon Stent, Roberto Cipolla",http://arxiv.org/pdf/1511.07041v2,No journal ref found,none,cs.CV,Summary19827,1511.07063v1,2015-11-22T20:32:45Z,"Fine-grained pose prediction, normalization, and recognition","Ning Zhang, Evan Shelhamer, Yang Gao, Trevor Darrell",http://arxiv.org/pdf/1511.07063v1,No journal ref found,none,cs.CV,Summary19828,1511.07069v2,2015-11-22T20:59:19Z,Auxiliary Image Regularization for Deep CNNs with Noisy Labels,"Samaneh Azadi, Jiashi Feng, Stefanie Jegelka, Trevor Darrell",http://arxiv.org/pdf/1511.07069v2,No journal ref found,none,cs.CV,Summary19829,1511.07111v4,2015-11-23T05:07:15Z,Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments,"Eric Tzeng, Coline Devin, Judy Hoffman, Chelsea Finn, Pieter Abbeel, Sergey Levine, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1511.07111v4,No journal ref found,none,cs.CV,Summary19830,1511.07122v3,2015-11-23T07:32:14Z,Multi-Scale Context Aggregation by Dilated Convolutions,"Fisher Yu, Vladlen Koltun",http://arxiv.org/pdf/1511.07122v3,No journal ref found,none,cs.CV,Summary19831,1511.07131v3,2015-11-23T08:24:18Z,DeePM: A Deep Part-Based Model for Object Detection and Semantic Part Localization,"Jun Zhu, Xianjie Chen, Alan L. Yuille",http://arxiv.org/pdf/1511.07131v3,No journal ref found,none,cs.CV,Summary19832,1511.07212v1,2015-11-23T13:23:19Z,Face Alignment Across Large Poses: A 3D Solution,"Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li",http://arxiv.org/pdf/1511.07212v1,No journal ref found,none,cs.CV,Summary19833,1511.07299v2,2015-11-23T16:28:14Z,Rendering refraction and reflection of eyeglasses for synthetic eye tracker images,"Thomas C. Kübler, Tobias Rittig, Judith Ungewiss, Christina Krauss, Enkelejda Kasneci",http://arxiv.org/pdf/1511.07299v2,No journal ref found,none,cs.CV,Summary19834,1511.07347v1,2015-11-23T18:15:13Z,Node Specificity in Convolutional Deep Nets Depends on Receptive Field Position and Size,Karl Zipser,http://arxiv.org/pdf/1511.07347v1,No journal ref found,none,cs.CV,Summary19835,1511.07356v2,2015-11-23T18:42:36Z,Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation,"Sina Honari, Jason Yosinski, Pascal Vincent, Christopher Pal",http://arxiv.org/pdf/1511.07356v2,No journal ref found,none,cs.CV,Summary19836,1511.07394v2,2015-11-23T20:17:18Z,Where To Look: Focus Regions for Visual Question Answering,"Kevin J. Shih, Saurabh Singh, Derek Hoiem",http://arxiv.org/pdf/1511.07394v2,No journal ref found,none,cs.CV,Summary19837,1511.07404v3,2015-11-23T20:27:48Z,Learning Visual Predictive Models of Physics for Playing Billiards,"Katerina Fragkiadaki, Pulkit Agrawal, Sergey Levine, Jitendra Malik",http://arxiv.org/pdf/1511.07404v3,No journal ref found,none,cs.CV,Summary19838,1511.07425v2,2015-11-21T22:42:53Z,Real-Time Anomalous Behavior Detection and Localization in Crowded Scenes,"Mohammad Sabokrou, Mahmood Fathy, Mojtaba Hosseini",http://arxiv.org/pdf/1511.07425v2,No journal ref found,none,cs.CV,Summary19839,1511.07545v1,2015-11-24T02:46:35Z,Constrained Deep Metric Learning for Person Re-identification,"Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Yang Yang, Stan Z. Li",http://arxiv.org/pdf/1511.07545v1,No journal ref found,none,cs.CV,Summary19840,1511.07611v1,2015-11-24T08:42:01Z,Mouse Pose Estimation From Depth Images,"Ashwin Nanjappa, Li Cheng, Wei Gao, Chi Xu, Adam Claridge-Chang, Zoe Bichler",http://arxiv.org/pdf/1511.07611v1,No journal ref found,none,cs.CV,Summary19841,1511.07732v1,2015-11-24T14:40:05Z,"Bayesian Identification of Fixations, Saccades, and Smooth Pursuits","Thiago Santini, Wolfgang Fuhl, Thomas Kübler, Enkelejda Kasneci",http://arxiv.org/pdf/1511.07732v1,No journal ref found,none,cs.CV,Summary19842,1511.07803v1,2015-11-24T16:54:58Z,Weakly Supervised Object Boundaries,"Anna Khoreva, Rodrigo Benenson, Mohamed Omran, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1511.07803v1,No journal ref found,none,cs.CV,Summary19843,1511.07845v2,2015-11-24T19:48:42Z,Shape and Symmetry Induction for 3D Objects,"Shubham Tulsiani, Abhishek Kar, Qixing Huang, João Carreira, Jitendra Malik",http://arxiv.org/pdf/1511.07845v2,No journal ref found,none,cs.CV,Summary19844,1511.07927v1,2015-11-25T01:11:24Z,Principal Basis Analysis in Sparse Representation,"Hong Sun, Cheng-Wei Sang, Chen-Guang Liu",http://arxiv.org/pdf/1511.07927v1,No journal ref found,none,cs.CV,Summary19845,1511.07940v1,2015-11-25T02:58:42Z,Video Tracking Using Learned Hierarchical Features,"Li Wang, Ting Liu, Gang Wang, Kap Luk Chan, Qingxiong Yang",http://arxiv.org/pdf/1511.07940v1,"IEEE Transactions on Image Processing, vol. 24, no. 4, April 2015",none,cs.CV,Summary19846,1511.07951v1,2015-11-25T05:12:38Z,PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset,"Vittal Premachandran, Boyan Bonev, Alan L. Yuille",http://arxiv.org/pdf/1511.07951v1,No journal ref found,none,cs.CV,Summary19847,1511.07963v1,2015-11-25T06:09:42Z,"Calculate distance to object in the area where car, using video analysis","Elena Legchekova, Oleg Titov",http://arxiv.org/pdf/1511.07963v1,No journal ref found,none,cs.CV,Summary19848,1511.08058v1,2015-11-25T13:49:13Z,Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry,"Jiale Cao, Yanwei Pang, Xuelong Li",http://arxiv.org/pdf/1511.08058v1,No journal ref found,none,cs.CV,Summary19849,1511.08119v4,2015-11-25T17:02:31Z,Higher Order Conditional Random Fields in Deep Neural Networks,"Anurag Arnab, Sadeep Jayasumana, Shuai Zheng, Philip Torr",http://arxiv.org/pdf/1511.08119v4,No journal ref found,none,cs.CV,Summary19850,1511.08131v1,2015-11-25T17:36:28Z,Unsupervised Deep Feature Extraction for Remote Sensing Image Classification,"Adriana Romero, Carlo Gatta, Gustau Camps-Valls",http://arxiv.org/pdf/1511.08131v1,"IEEE Transactions on Geoscience and Remote Sensing, Volume:PP , Issue: 99, 2015",none,cs.CV,Summary19851,1511.08166v1,2015-11-25T19:14:49Z,Tracking Motion and Proxemics using Thermal-sensor Array,"Chandrayee Basu, Anthony Rowe",http://arxiv.org/pdf/1511.08166v1,No journal ref found,none,cs.CV,Summary19852,1511.08177v1,2015-11-25T19:45:03Z,Exploring Person Context and Local Scene Context for Object Detection,"Saurabh Gupta, Bharath Hariharan, Jitendra Malik",http://arxiv.org/pdf/1511.08177v1,No journal ref found,none,cs.CV,Summary19853,1511.08418v2,2015-11-26T15:25:46Z,A Computational Model for Amodal Completion,"Maria Oliver, Gloria Haro, Mariella Dimiccoli, Baptiste Mazin, Coloma Ballester",http://arxiv.org/pdf/1511.08418v2,No journal ref found,none,cs.CV,Summary19854,1511.08446v1,2015-11-26T16:33:10Z,Towards Automatic Image Editing: Learning to See another You,"Amir Ghodrati, Xu Jia, Marco Pedersoli, Tinne Tuytelaars",http://arxiv.org/pdf/1511.08446v1,No journal ref found,none,cs.CV,Summary19855,1511.08478v1,2015-11-26T19:09:11Z,An analysis of the factors affecting keypoint stability in scale-space,"Ives Rey-Otero, Jean-Michel Morel, Mauricio Delbracio",http://arxiv.org/pdf/1511.08478v1,No journal ref found,none,cs.CV,Summary19856,1511.08522v1,2015-11-26T22:21:44Z,TennisVid2Text: Fine-grained Descriptions for Domain Specific Videos,"Mohak Sukhwani, C. V. Jawahar",http://arxiv.org/pdf/1511.08522v1,No journal ref found,none,cs.CV,Summary19857,1511.08531v2,2015-11-27T00:10:59Z,Structured learning of metric ensembles with application to person re-identification,"Sakrapee Paisitkriangkrai, Lin Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1511.08531v2,No journal ref found,none,cs.CV,Summary19858,1511.08861v2,2015-11-28T02:02:44Z,Loss Functions for Neural Networks for Image Processing,"Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz",http://arxiv.org/pdf/1511.08861v2,No journal ref found,none,cs.CV,Summary19859,1511.08886v2,2015-11-28T10:13:48Z,Real-Time Depth Refinement for Specular Objects,"Roy Or - El, Rom Hershkovitz, Aaron Wetzler, Guy Rosman, Alfred M. Bruckstein, Ron Kimmel",http://arxiv.org/pdf/1511.08886v2,No journal ref found,none,cs.CV,Summary19860,1511.08913v1,2015-11-28T17:02:39Z,Sliding-Window Optimization on an Ambiguity-Clearness Graph for Multi-object Tracking,"Qi Guo, Le Dan, Dong Yin, Xiangyang Ji",http://arxiv.org/pdf/1511.08913v1,No journal ref found,none,cs.CV,Summary19861,1511.08956v1,2015-11-29T01:59:34Z,Sparseness helps: Sparsity Augmented Collaborative Representation for Classification,"Naveed Akhtar, Faisal Shafait, Ajmal Mian",http://arxiv.org/pdf/1511.08956v1,No journal ref found,none,cs.CV,Summary19862,1511.09030v1,2015-11-29T15:52:00Z,On-line Recognition of Handwritten Mathematical Symbols,Martin Thoma,http://arxiv.org/pdf/1511.09030v1,No journal ref found,none,cs.CV,Summary19863,1511.09033v2,2015-11-29T16:10:47Z,The Multiverse Loss for Robust Transfer Learning,"Etai Littwin, Lior Wolf",http://arxiv.org/pdf/1511.09033v2,No journal ref found,none,cs.CV,Summary19864,1511.09067v1,2015-11-29T19:18:36Z,Sparse Coral Classification Using Deep Convolutional Neural Networks,Mohamed Elawady,http://arxiv.org/pdf/1511.09067v1,No journal ref found,none,cs.CV,Summary19865,1511.09150v1,2015-11-30T04:05:21Z,Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification,"Rahul Rama Varior, Gang Wang",http://arxiv.org/pdf/1511.09150v1,No journal ref found,none,cs.CV,Summary19866,1511.09207v2,2015-11-30T09:08:02Z,Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4,"Cong Yao, Jianan Wu, Xinyu Zhou, Chi Zhang, Shuchang Zhou, Zhimin Cao, Qi Yin",http://arxiv.org/pdf/1511.09207v2,No journal ref found,none,cs.CV,Summary19867,1511.09209v1,2015-11-30T09:14:10Z,Fine-Grained Classification via Mixture of Deep Convolutional Neural Networks,"ZongYuan Ge, Alex Bewley, Christopher McCool, Ben Upcroft, Peter Corke, Conrad Sanderson",http://arxiv.org/pdf/1511.09209v1,No journal ref found,none,cs.CV,Summary19868,1511.09231v3,2015-11-30T10:30:35Z,Design of Kernels in Convolutional Neural Networks for Image Classification,"Zhun Sun, Mete Ozay, Takayuki Okatani",http://arxiv.org/pdf/1511.09231v3,No journal ref found,none,cs.CV,Summary19869,1511.09319v2,2015-11-30T14:22:52Z,Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video,"Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari",http://arxiv.org/pdf/1511.09319v2,"International Journal of Computer Vision (IJCV), July 2016",none,cs.CV,Summary19870,1511.09439v2,2015-11-30T19:41:06Z,Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video,"Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kosta Derpanis, Kostas Daniilidis",http://arxiv.org/pdf/1511.09439v2,No journal ref found,none,cs.CV,Summary19871,1512.00130v1,2015-12-01T03:12:09Z,Implicit Sparse Code Hashing,"Tsung-Yu Lin, Tsung-Wei Ke, Tyng-Luh Liu",http://arxiv.org/pdf/1512.00130v1,No journal ref found,none,cs.CV,Summary19872,1512.00172v1,2015-12-01T08:14:11Z,Analyzing Classifiers: Fisher Vectors and Deep Neural Networks,"Sebastian Bach, Alexander Binder, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1512.00172v1,No journal ref found,none,cs.CV,Summary19873,1512.00237v1,2015-12-01T12:21:49Z,Fast and High Quality Highlight Removal from A Single Image,"Dongsheng An, Jinli Suo, Xiangyang Ji, Haoqian Wang, Qionghai Dai",http://arxiv.org/pdf/1512.00237v1,No journal ref found,none,cs.CV,Summary19874,1512.00517v1,2015-12-01T23:24:12Z,Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision,"Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar",http://arxiv.org/pdf/1512.00517v1,No journal ref found,none,cs.CV,Summary19875,1512.00567v3,2015-12-02T03:44:38Z,Rethinking the Inception Architecture for Computer Vision,"Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, Zbigniew Wojna",http://arxiv.org/pdf/1512.00567v3,No journal ref found,none,cs.CV,Summary19876,1512.00596v1,2015-12-02T07:17:54Z,The MegaFace Benchmark: 1 Million Faces for Recognition at Scale,"Ira Kemelmacher-Shlizerman, Steve Seitz, Daniel Miller, Evan Brossard",http://arxiv.org/pdf/1512.00596v1,No journal ref found,none,cs.CV,Summary19877,1512.00607v1,2015-12-02T08:25:23Z,Double Sparse Multi-Frame Image Super Resolution,"Toshiyuki Kato, Hideitsu Hino, Noboru Murata",http://arxiv.org/pdf/1512.00607v1,No journal ref found,none,cs.CV,Summary19878,1512.00747v1,2015-12-02T15:57:59Z,Active Learning for Delineation of Curvilinear Structures,"Agata Mosinska, Raphael Sznitman, Przemysław Głowacki, Pascal Fua",http://arxiv.org/pdf/1512.00747v1,No journal ref found,none,cs.CV,Summary19879,1512.00795v2,2015-12-02T18:17:32Z,Actions ~ Transformations,"Xiaolong Wang, Ali Farhadi, Abhinav Gupta",http://arxiv.org/pdf/1512.00795v2,No journal ref found,none,cs.CV,Summary19880,1512.00901v1,2015-12-02T23:13:04Z,Compressive hyperspectral imaging via adaptive sampling and dictionary learning,"Mingrui Yang, Frank de Hoog, Yuqi Fan, Wen Hu",http://arxiv.org/pdf/1512.00901v1,No journal ref found,none,cs.CV,Summary19881,1512.00932v2,2015-12-03T02:51:08Z,The Indian Spontaneous Expression Database for Emotion Recognition,"S L Happy, Priyadarshi Patnaik, Aurobinda Routray, Rajlakshmi Guha",http://arxiv.org/pdf/1512.00932v2,No journal ref found,none,cs.CV,Summary19882,1512.00939v1,2015-12-03T04:13:38Z,A Literature Survey of various Fingerprint De-noising Techniques to justify the need of a new De-noising model based upon Pixel Component Analysis,"Siddharth Choubey, Deepika Banchhor",http://arxiv.org/pdf/1512.00939v1,No journal ref found,none,cs.CV,Summary19883,1512.01003v1,2015-12-03T09:24:20Z,Weighted Schatten $p$-Norm Minimization for Image Denoising and Background Subtraction,"Yuan Xie, Shuhang Gu, Yan Liu, Wangmeng Zuo, Wensheng Zhang, Lei Zhang",http://arxiv.org/pdf/1512.01003v1,No journal ref found,none,cs.CV,Summary19884,1512.01030v1,2015-12-03T10:53:32Z,Simulations for Validation of Vision Systems,"V S R Veeravasarapu, Rudra Narayan Hota, Constantin Rothkopf, Ramesh Visvanathan",http://arxiv.org/pdf/1512.01030v1,No journal ref found,none,cs.CV,Summary19885,1512.01055v1,2015-12-03T12:25:33Z,Occlusion-Aware Human Pose Estimation with Mixtures of Sub-Trees,"Ibrahim Radwan, Abhinav Dhall, Roland Goecke",http://arxiv.org/pdf/1512.01055v1,No journal ref found,none,cs.CV,Summary19886,1512.01192v1,2015-12-03T19:06:16Z,Prototypical Priors: From Improving Classification to Zero-Shot Learning,"Saumya Jetley, Bernardino Romera-Paredes, Sadeep Jayasumana, Philip Torr",http://arxiv.org/pdf/1512.01192v1,No journal ref found,none,cs.CV,Summary19887,1512.01320v2,2015-12-04T05:48:09Z,What can we learn about CNNs from a large scale controlled object dataset?,"Ali Borji, Saeed Izadi, Laurent Itti",http://arxiv.org/pdf/1512.01320v2,No journal ref found,none,cs.CV,Summary19888,1512.01355v2,2015-12-04T09:56:48Z,Staple: Complementary Learners for Real-Time Tracking,"Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip Torr",http://arxiv.org/pdf/1512.01355v2,No journal ref found,none,cs.CV,Summary19889,1512.01383v1,2015-12-04T12:16:13Z,Sublabel-Accurate Relaxation of Nonconvex Energies,"Thomas Möllenhoff, Emanuel Laude, Michael Moeller, Jan Lellmann, Daniel Cremers",http://arxiv.org/pdf/1512.01383v1,No journal ref found,none,cs.CV,Summary19890,1512.01401v1,2015-12-04T13:20:23Z,Model Validation for Vision Systems via Graphics Simulation,"V S R Veeravasarapu, Rudra Narayan Hota, Constantin Rothkopf, Ramesh Visvanathan",http://arxiv.org/pdf/1512.01401v1,No journal ref found,none,cs.CV,Summary19891,1512.01515v1,2015-12-04T19:14:57Z,ASIST: Automatic Semantically Invariant Scene Transformation,"Or Litany, Tal Remez, Daniel Freedman, Lior Shapira, Alex Bronstein, Ran Gal",http://arxiv.org/pdf/1512.01515v1,No journal ref found,none,cs.CV,Summary19892,1512.01533v1,2015-12-04T20:28:27Z,Motion trails from time-lapse video,Camille Goudeseune,http://arxiv.org/pdf/1512.01533v1,No journal ref found,none,cs.CV,Summary19893,1512.01642v1,2015-12-05T09:02:02Z,A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition,"Liang Lin, Keze Wang, Wangmeng Zuo, Meng Wang, Jiebo Luo, Lei Zhang",http://arxiv.org/pdf/1512.01642v1,No journal ref found,none,cs.CV,Summary19894,1512.01680v1,2015-12-05T15:34:38Z,A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection,"Fatemeh Afghah, Abolfazl Razi, Kayvan Najarian",http://arxiv.org/pdf/1512.01680v1,No journal ref found,none,cs.CV,Summary19895,1512.01691v1,2015-12-05T17:55:04Z,Maximum Entropy Binary Encoding for Face Template Protection,"Rohit Kumar Pandey, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju",http://arxiv.org/pdf/1512.01691v1,No journal ref found,none,cs.CV,Summary19896,1512.01722v4,2015-12-06T01:59:51Z,Vanishing point attracts gaze in free-viewing and visual search tasks,"Ali Borji, Mengyang Feng",http://arxiv.org/pdf/1512.01722v4,No journal ref found,none,cs.CV,Summary19897,1512.01774v1,2015-12-06T10:59:36Z,Image reconstruction from dense binary pixels,"Or Litany, Tal Remez, Alex Bronstein",http://arxiv.org/pdf/1512.01774v1,No journal ref found,none,cs.CV,Summary19898,1512.01789v1,2015-12-06T13:17:14Z,The Next Best Underwater View,"Mark Sheinin, Yoav Y. Schechner",http://arxiv.org/pdf/1512.01789v1,No journal ref found,none,cs.CV,Summary19899,1512.01815v2,2015-12-06T18:30:28Z,PatchBatch: a Batch Augmented Loss for Optical Flow,"David Gadot, Lior Wolf",http://arxiv.org/pdf/1512.01815v2,No journal ref found,none,cs.CV,Summary19900,1512.01848v2,2015-12-06T22:30:53Z,Rank Pooling for Action Recognition,"Basura Fernando, Efstratios Gavves, Jose Oramas, Amir Ghodrati, Tinne Tuytelaars",http://arxiv.org/pdf/1512.01848v2,No journal ref found,none,cs.CV,Summary19901,1512.01858v1,2015-12-06T23:29:53Z,Fixation prediction with a combined model of bottom-up saliency and vanishing point,"Mengyang Feng, Ali Borji, Huchuan Lu",http://arxiv.org/pdf/1512.01858v1,No journal ref found,none,cs.CV,Summary19902,1512.01881v3,2015-12-07T02:06:29Z,Recognition from Hand Cameras,"Cheng-Sheng Chan, Shou-Zhong Chen, Pei-Xuan Xie, Chiung-Chih Chang, Min Sun",http://arxiv.org/pdf/1512.01881v3,No journal ref found,none,cs.CV,Summary19903,1512.01891v1,2015-12-07T02:56:27Z,Sparsifying Neural Network Connections for Face Recognition,"Yi Sun, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1512.01891v1,No journal ref found,none,cs.CV,Summary19904,1512.02013v1,2015-12-07T12:31:32Z,Scalable domain adaptation of convolutional neural networks,"Adrian Popescu, Etienne Gadeski, Hervé Le Borgne",http://arxiv.org/pdf/1512.02013v1,No journal ref found,none,cs.CV,Summary19905,1512.02017v3,2015-12-07T12:38:13Z,Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images,"Aravindh Mahendran, Andrea Vedaldi",http://arxiv.org/pdf/1512.02017v3,No journal ref found,none,cs.CV,Summary19906,1512.02072v1,2015-12-07T14:50:43Z,On The Continuous Steering of the Scale of Tight Wavelet Frames,"Zsuzsanna Püspöki, John Paul Ward, Daniel Sage, Michael Unser",http://arxiv.org/pdf/1512.02072v1,No journal ref found,none,cs.CV,Summary19907,1512.02110v1,2015-12-07T16:24:48Z,In-situ multi-scattering tomography,"Vadim Holodovsky, Yoav Y. Schechner, Anat Levin, Aviad Levis, Amit Aides",http://arxiv.org/pdf/1512.02110v1,No journal ref found,none,cs.CV,Summary19908,1512.02311v1,2015-12-08T03:38:52Z,Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression,"Takuya Narihira, Michael Maire, Stella X. Yu",http://arxiv.org/pdf/1512.02311v1,No journal ref found,none,cs.CV,Summary19909,1512.02325v5,2015-12-08T04:46:38Z,SSD: Single Shot MultiBox Detector,"Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg",http://arxiv.org/pdf/1512.02325v5,No journal ref found,none,cs.CV,Summary19910,1512.02326v1,2015-12-08T04:48:52Z,Learning to Point and Count,"Jie Shao, Dequan Wang, Xiangyang Xue, Zheng Zhang",http://arxiv.org/pdf/1512.02326v1,No journal ref found,none,cs.CV,Summary19911,1512.02329v2,2015-12-08T05:04:57Z,Computational Models for Multiview Dense Depth Maps of Dynamic Scene,Qifei Wang,http://arxiv.org/pdf/1512.02329v2,No journal ref found,none,cs.CV,Summary19912,1512.02355v1,2015-12-08T06:48:39Z,Is Hamming distance the only way for matching binary image feature descriptors?,Erkan Bostanci,http://arxiv.org/pdf/1512.02355v1,No journal ref found,none,cs.CV,Summary19913,1512.02357v1,2015-12-08T07:25:29Z,Towards the Application of Linear Programming Methods For Multi-Camera Pose Estimation,"Masoud Aghamohamadian-Sharbaf, Ahmadreza Heravi, Hamidreza Pourreza",http://arxiv.org/pdf/1512.02357v1,No journal ref found,none,cs.CV,Summary19914,1512.02413v3,2015-12-08T11:41:30Z,Tracking Objects with Higher Order Interactions using Delayed Column Generation,"Shaofei Wang, Steffen Wolf, Charless Fowlkes, Julian Yarkony",http://arxiv.org/pdf/1512.02413v3,No journal ref found,none,cs.CV,Summary19915,1512.02665v2,2015-12-08T21:18:35Z,Fine-grained Image Classification by Exploring Bipartite-Graph Labels,"Feng Zhou, Yuanqing Lin",http://arxiv.org/pdf/1512.02665v2,No journal ref found,none,cs.CV,Summary19916,1512.02895v2,2015-12-09T15:22:26Z,Embedding Label Structures for Fine-Grained Feature Representation,"Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang",http://arxiv.org/pdf/1512.02895v2,No journal ref found,none,cs.CV,Summary19917,1512.02949v1,2015-12-09T17:17:29Z,Video captioning with recurrent networks based on frame- and video-level features and visual content classification,"Rakshith Shetty, Jorma Laaksonen",http://arxiv.org/pdf/1512.02949v1,No journal ref found,none,cs.CV,Summary19918,1512.03019v1,2015-12-09T19:49:29Z,"Minimally Supervised Feature Selection for Classification (Masters Thesis, University Politehnica of Bucharest)",Alexandra Maria Radu,http://arxiv.org/pdf/1512.03019v1,No journal ref found,none,cs.CV,Summary19919,1512.03131v1,2015-12-10T03:23:54Z,Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey,"Li Wang, Dennis Sng",http://arxiv.org/pdf/1512.03131v1,No journal ref found,none,cs.CV,Summary19920,1512.03155v1,2015-12-10T06:51:28Z,Enhanced image feature coverage: Key-point selection using genetic algorithms,Erkan Bostanci,http://arxiv.org/pdf/1512.03155v1,No journal ref found,none,cs.CV,Summary19921,1512.03156v1,2015-12-10T07:20:43Z,3D Reconstruction of Crime Scenes and Design Considerations for an Interactive Investigation Tool,Erkan Bostanci,http://arxiv.org/pdf/1512.03156v1,No journal ref found,none,cs.CV,Summary19922,1512.03384v2,2015-12-10T19:50:50Z,VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products,"Xintong Han, Bharat Singh, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1512.03384v2,No journal ref found,none,cs.CV,Summary19923,1512.03385v1,2015-12-10T19:51:55Z,Deep Residual Learning for Image Recognition,"Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun",http://arxiv.org/pdf/1512.03385v1,No journal ref found,none,cs.CV,Summary19924,1512.03424v1,2015-12-10T06:31:59Z,Evaluation of Object Detection Proposals Under Condition Variations,"Fahimeh Rezazadegan, Sareh Shirazi, Michael Milford, Ben Upcroft",http://arxiv.org/pdf/1512.03424v1,No journal ref found,none,cs.CV,Summary19925,1512.03526v1,2015-12-11T05:20:40Z,Randomized Low-Rank Dynamic Mode Decomposition for Motion Detection,"N. Benjamin Erichson, Carl Donovan",http://arxiv.org/pdf/1512.03526v1,No journal ref found,none,cs.CV,Summary19926,1512.03617v1,2015-12-11T12:17:35Z,Robust Dictionary based Data Representation,Wei-Ya Ren,http://arxiv.org/pdf/1512.03617v1,No journal ref found,none,cs.CV,Summary19927,1512.03622v1,2015-12-11T12:34:22Z,Deep Feature Learning with Relative Distance Comparison for Person Re-identification,"Shengyong Ding, Liang Lin, Guangrun Wang, Hongyang Chao",http://arxiv.org/pdf/1512.03622v1,No journal ref found,none,cs.CV,Summary19928,1512.03706v1,2015-12-11T16:57:08Z,A New Approach of Gray Images Binarization with Threshold Methods,"Andrei Hossu, Daniela Andone",http://arxiv.org/pdf/1512.03706v1,No journal ref found,none,cs.CV,Summary19929,1512.03740v1,2015-12-11T17:41:53Z,Improving Human Activity Recognition Through Ranking and Re-ranking,"Zhenzhong Lan, Shoou-I Yu, Alexander G. Hauptmann",http://arxiv.org/pdf/1512.03740v1,No journal ref found,none,cs.CV,Summary19930,1512.03958v1,2015-12-12T20:24:43Z,RNN Fisher Vectors for Action Recognition and Image Annotation,"Guy Lev, Gil Sadeh, Benjamin Klein, Lior Wolf",http://arxiv.org/pdf/1512.03958v1,No journal ref found,none,cs.CV,Summary19931,1512.03980v1,2015-12-13T00:17:24Z,Action Recognition with Image Based CNN Features,"Mahdyar Ravanbakhsh, Hossein Mousavi, Mohammad Rastegari, Vittorio Murino, Larry S. Davis",http://arxiv.org/pdf/1512.03980v1,No journal ref found,none,cs.CV,Summary19932,1512.03993v1,2015-12-13T02:58:56Z,Deep Tracking: Visual Tracking Using Deep Convolutional Networks,"Meera Hahn, Si Chen, Afshin Dehghan",http://arxiv.org/pdf/1512.03993v1,No journal ref found,none,cs.CV,Summary19933,1512.04065v2,2015-12-13T15:16:02Z,Cross-dimensional Weighting for Aggregated Deep Convolutional Features,"Yannis Kalantidis, Clayton Mellina, Simon Osindero",http://arxiv.org/pdf/1512.04065v2,No journal ref found,none,cs.CV,Summary19934,1512.04077v2,2015-12-13T16:31:14Z,Learning the Correction for Multi-Path Deviations in Time-of-Flight Cameras,"Mojmir Mutny, Rahul Nair, Jens-Malte Gottfried",http://arxiv.org/pdf/1512.04077v2,No journal ref found,none,cs.CV,Summary19935,1512.04086v3,2015-12-13T17:12:45Z,Deep Learning-Based Image Kernel for Inductive Transfer,"Neeraj Kumar, Animesh Karmakar, Ranti Dev Sharma, Abhinav Mittal, Amit Sethi",http://arxiv.org/pdf/1512.04086v3,No journal ref found,none,cs.CV,Summary19936,1512.04103v2,2015-12-13T19:10:16Z,Deep Relative Attributes,"Yaser Souri, Erfan Noury, Ehsan Adeli",http://arxiv.org/pdf/1512.04103v2,No journal ref found,none,cs.CV,Summary19937,1512.04115v1,2015-12-13T20:08:43Z,Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis,"Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy",http://arxiv.org/pdf/1512.04115v1,No journal ref found,none,cs.CV,Summary19938,1512.04118v1,2015-12-13T20:37:10Z,Articulated Pose Estimation Using Hierarchical Exemplar-Based Models,"Jiongxin Liu, Yinxiao Li, Peter Allen, Peter Belhumeur",http://arxiv.org/pdf/1512.04118v1,No journal ref found,none,cs.CV,Summary19939,1512.04143v1,2015-12-14T00:37:31Z,Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks,"Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross Girshick",http://arxiv.org/pdf/1512.04143v1,No journal ref found,none,cs.CV,Summary19940,1512.04150v1,2015-12-14T01:32:33Z,Learning Deep Features for Discriminative Localization,"Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba",http://arxiv.org/pdf/1512.04150v1,No journal ref found,none,cs.CV,Summary19941,1512.04205v2,2015-12-14T07:27:07Z,Compressed Dynamic Mode Decomposition for Background Modeling,"N. Benjamin Erichson, Steven L. Brunton, J. Nathan Kutz",http://arxiv.org/pdf/1512.04205v2,No journal ref found,none,cs.CV,Summary19942,1512.04219v1,2015-12-14T08:50:44Z,On the Relation between two Rotation Metrics,Thomas Ruland,http://arxiv.org/pdf/1512.04219v1,No journal ref found,none,cs.CV,Summary19943,1512.04412v1,2015-12-14T17:17:23Z,Instance-aware Semantic Segmentation via Multi-task Network Cascades,"Jifeng Dai, Kaiming He, Jian Sun",http://arxiv.org/pdf/1512.04412v1,No journal ref found,none,cs.CV,Summary19944,1512.04418v1,2015-12-14T17:32:41Z,Sparse Representation of a Blur Kernel for Blind Image Restoration,"Chia-Chen Lee, Wen-Liang Hwang",http://arxiv.org/pdf/1512.04418v1,No journal ref found,none,cs.CV,Summary19945,1512.04605v1,2015-12-14T23:45:34Z,Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context,"Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich",http://arxiv.org/pdf/1512.04605v1,"M.-A. Rizoiu, J. Velcin, and S. Lallich, ""Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context,"" Intelligent Data Analysis, vol. 19, iss. 1, pp. 161-185, 2015",none,cs.CV,Summary19946,1512.04958v1,2015-12-15T21:02:32Z,Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes,"Sarfaraz Hussein, Aileen Green, Arjun Watane, Georgios Papadakis, Medhat Osman, Ulas Bagci",http://arxiv.org/pdf/1512.04958v1,No journal ref found,none,cs.CV,Summary19947,1512.05227v2,2015-12-16T16:14:22Z,Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop,"Yin Cui, Feng Zhou, Yuanqing Lin, Serge Belongie",http://arxiv.org/pdf/1512.05227v2,No journal ref found,none,cs.CV,Summary19948,1512.05278v3,2015-12-16T18:48:38Z,Shape and Spatially-Varying Reflectance Estimation From Virtual Exemplars,"Zhuo Hui, Aswin C Sankaranarayanan",http://arxiv.org/pdf/1512.05278v3,No journal ref found,none,cs.CV,Summary19949,1512.05300v4,2015-12-16T19:45:37Z,Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification,"Evgeniya Ustinova, Yaroslav Ganin, Victor Lempitsky",http://arxiv.org/pdf/1512.05300v4,No journal ref found,none,cs.CV,Summary19950,1512.05421v1,2015-12-17T00:22:32Z,Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling,"Jason Deglint, Farnoud Kazemzadeh, Daniel Cho, David A. Clausi, Alexander Wong",http://arxiv.org/pdf/1512.05421v1,No journal ref found,none,cs.CV,Summary19951,1512.05430v2,2015-12-17T01:15:11Z,Large Scale Business Discovery from Street Level Imagery,"Qian Yu, Christian Szegedy, Martin C. Stumpe, Liron Yatziv, Vinay Shet, Julian Ibarz, Sacha Arnoud",http://arxiv.org/pdf/1512.05430v2,No journal ref found,none,cs.CV,Summary19952,1512.05586v1,2015-12-17T14:04:21Z,Reconstruction of Enhanced Ultrasound Images From Compressed Measurements Using Simultaneous Direction Method of Multipliers,"Zhouye Chen, Adrian Basarab, Denis Kouamé",http://arxiv.org/pdf/1512.05586v1,No journal ref found,none,cs.CV,Summary19953,1512.05653v1,2015-12-16T10:45:17Z,Effects of GIMP Retinex Filtering Evaluated by the Image Entropy,"A. C. Sparavigna, R. Marazzato",http://arxiv.org/pdf/1512.05653v1,No journal ref found,none,cs.CV,Summary19954,1512.05990v1,2015-12-18T15:26:05Z,Deformable Distributed Multiple Detector Fusion for Multi-Person Tracking,"Andy J Ma, Pong C Yuen, Suchi Saria",http://arxiv.org/pdf/1512.05990v1,No journal ref found,none,cs.CV,Summary19955,1512.06009v1,2015-12-18T16:01:55Z,Face Hallucination using Linear Models of Coupled Sparse Support,"Reuben Farrugia, Christine Guillemot",http://arxiv.org/pdf/1512.06009v1,No journal ref found,none,cs.CV,Summary19956,1512.06014v2,2015-12-18T16:17:35Z,Multiclass Classification of Cervical Cancer Tissues by Hidden Markov Model,"Sabyasachi Mukhopadhyay, Sanket Nandan, Indrajit Kurmi",http://arxiv.org/pdf/1512.06014v2,No journal ref found,none,cs.CV,Summary19957,1512.06075v1,2015-12-18T18:55:21Z,Modeling Colors of Single Attribute Variations with Application to Food Appearance,Yaser Yacoob,http://arxiv.org/pdf/1512.06075v1,No journal ref found,none,cs.CV,Summary19958,1512.06223v1,2015-12-19T10:30:51Z,Combining patch-based strategies and non-rigid registration-based label fusion methods,"Carlos Platero, M. Carmen Tobar",http://arxiv.org/pdf/1512.06223v1,No journal ref found,none,cs.CV,Summary19959,1512.06235v3,2015-12-19T12:30:34Z,Multistage SFM: A Coarse-to-Fine Approach for 3D Reconstruction,"Rajvi Shah, Aditya Deshpande, P J Narayanan",http://arxiv.org/pdf/1512.06235v3,No journal ref found,none,cs.CV,Summary19960,1512.06285v2,2015-12-19T20:59:09Z,Neutro-Connectedness Cut,"Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Jianrui Ding",http://arxiv.org/pdf/1512.06285v2,No journal ref found,none,cs.CV,Summary19961,1512.06473v3,2015-12-21T02:26:46Z,Quantized Convolutional Neural Networks for Mobile Devices,"Jiaxiang Wu, Cong Leng, Yuhang Wang, Qinghao Hu, Jian Cheng",http://arxiv.org/pdf/1512.06473v3,No journal ref found,none,cs.CV,Summary19962,1512.06498v2,2015-12-21T05:28:23Z,Harnessing the Deep Net Object Models for Enhancing Human Action Recognition,"O. V. Ramana Murthy, Roland Goecke",http://arxiv.org/pdf/1512.06498v2,No journal ref found,none,cs.CV,Summary19963,1512.06539v1,2015-12-21T09:25:18Z,Spatial Phase-Sweep: Increasing temporal resolution of transient imaging using a light source array,"Ryuichi Tadano, Adithya Kumar Pediredla, Kaushik Mitra, Ashok Veeraraghavan",http://arxiv.org/pdf/1512.06539v1,No journal ref found,none,cs.CV,Summary19964,1512.06559v2,2015-12-21T10:09:23Z,Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering,"Marta Favali, Samaneh Abbasi-Sureshjani, Bart ter Haar Romeny, Alessandro Sarti",http://arxiv.org/pdf/1512.06559v2,"Journal of Mathematical Imaging and Vision, September 2016, Volume 56, Issue 1, pp 158-172",none,cs.CV,Summary19965,1512.06566v2,2015-12-21T10:27:58Z,Local and global gestalt laws: A neurally based spectral approach,"Marta Favali, Giovanna Citti, Alessandro Sarti",http://arxiv.org/pdf/1512.06566v2,No journal ref found,none,cs.CV,Summary19966,1512.06709v1,2015-12-21T17:10:35Z,Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow,"Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran",http://arxiv.org/pdf/1512.06709v1,No journal ref found,none,cs.CV,Summary19967,1512.06735v2,2015-12-21T17:58:35Z,Instance-Level Segmentation for Autonomous Driving with Deep Densely Connected MRFs,"Ziyu Zhang, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1512.06735v2,No journal ref found,none,cs.CV,Summary19968,1512.06790v2,2015-12-21T20:01:53Z,Car Segmentation and Pose Estimation using 3D Object Models,"Siddharth Mahendran, René Vidal",http://arxiv.org/pdf/1512.06790v2,No journal ref found,none,cs.CV,Summary19969,1512.06925v1,2015-12-22T01:12:54Z,Transformed Residual Quantization for Approximate Nearest Neighbor Search,"Jiangbo Yuan, Xiuwen Liu",http://arxiv.org/pdf/1512.06925v1,No journal ref found,none,cs.CV,Summary19970,1512.06963v1,2015-12-22T05:54:34Z,Multi-Instance Visual-Semantic Embedding,"Zhou Ren, Hailin Jin, Zhe Lin, Chen Fang, Alan Yuille",http://arxiv.org/pdf/1512.06963v1,No journal ref found,none,cs.CV,Summary19971,1512.06974v2,2015-12-22T07:28:06Z,Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels,"Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross Girshick",http://arxiv.org/pdf/1512.06974v2,No journal ref found,none,cs.CV,Summary19972,1512.07030v1,2015-12-22T10:54:26Z,Deep Learning with S-shaped Rectified Linear Activation Units,"Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan",http://arxiv.org/pdf/1512.07030v1,No journal ref found,none,cs.CV,Summary19973,1512.07080v1,2015-12-22T13:35:10Z,Cost-based Feature Transfer for Vehicle Occupant Classification,"Toby Perrett, Majid Mirmehdi, Eduardo Dias",http://arxiv.org/pdf/1512.07080v1,No journal ref found,none,cs.CV,Summary19974,1512.07155v1,2015-12-22T16:52:19Z,Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web,"Shugao Ma, Sarah Adel Bargal, Jianming Zhang, Leonid Sigal, Stan Sclaroff",http://arxiv.org/pdf/1512.07155v1,No journal ref found,none,cs.CV,Summary19975,1512.07314v1,2015-12-23T00:45:41Z,Mid-level Representation for Visual Recognition,Moin Nabi,http://arxiv.org/pdf/1512.07314v1,No journal ref found,none,cs.CV,Summary19976,1512.07331v1,2015-12-23T02:06:29Z,Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation,"Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman",http://arxiv.org/pdf/1512.07331v1,No journal ref found,none,cs.CV,Summary19977,1512.07502v1,2015-12-23T14:54:43Z,Convolutional Architecture Exploration for Action Recognition and Image Classification,"J. T. Turner, David Aha, Leslie Smith, Kalyan Moy Gupta",http://arxiv.org/pdf/1512.07502v1,No journal ref found,none,cs.CV,Summary19978,1512.07506v2,2015-12-23T15:06:05Z,Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd,"Andreas Doumanoglou, Rigas Kouskouridas, Sotiris Malassiotis, Tae-Kyun Kim",http://arxiv.org/pdf/1512.07506v2,No journal ref found,none,cs.CV,Summary19979,1512.07711v2,2015-12-24T04:20:16Z,Adaptive Object Detection Using Adjacency and Zoom Prediction,"Yongxi Lu, Tara Javidi, Svetlana Lazebnik",http://arxiv.org/pdf/1512.07711v2,No journal ref found,none,cs.CV,Summary19980,1512.07712v1,2015-12-24T04:24:27Z,Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-linear Measurements,"Anupriya Gogna, Angshul Majumdar",http://arxiv.org/pdf/1512.07712v1,No journal ref found,none,cs.CV,Summary19981,1512.07729v2,2015-12-24T07:02:37Z,G-CNN: an Iterative Grid Based Object Detector,"Mahyar Najibi, Mohammad Rastegari, Larry S. Davis",http://arxiv.org/pdf/1512.07729v2,No journal ref found,none,cs.CV,Summary19982,1512.07815v2,2015-12-24T13:52:44Z,Truncated Max-of-Convex Models,"Pankaj Pansari, M. Pawan Kumar",http://arxiv.org/pdf/1512.07815v2,No journal ref found,none,cs.CV,Summary19983,1512.07928v1,2015-12-24T22:33:27Z,Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network,"Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee",http://arxiv.org/pdf/1512.07928v1,No journal ref found,none,cs.CV,Summary19984,1512.07951v1,2015-12-25T03:35:15Z,A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI,"M. R. Avendi, A. Kheradvar, H. Jafarkhani",http://arxiv.org/pdf/1512.07951v1,No journal ref found,none,cs.CV,Summary19985,1512.08047v1,2015-12-25T23:00:45Z,Assessment of texture measures susceptibility to noise in conventional and contrast enhanced computed tomography lung tumour images,Omar Sultan Al-Kadi,http://arxiv.org/pdf/1512.08047v1,"Computerized Medical Imaging and Graphics, vol.34, pp.494-503, 2010",none,cs.CV,Summary19986,1512.08049v1,2015-12-25T23:06:45Z,Texture measures combination for improved meningioma classification of histopathological images,Omar S. Al-Kadi,http://arxiv.org/pdf/1512.08049v1,"Pattern Recognition, vol.43, pp.2043-2053, 2010",none,cs.CV,Summary19987,1512.08051v1,2015-12-25T23:21:06Z,A Multiresolution Clinical Decision Support System Based on Fractal Model Design for Classification of Histological Brain Tumours,Omar S. Al-Kadi,http://arxiv.org/pdf/1512.08051v1,"Computerized Medical Imaging and Graphics, vol. 41, pp. 67-79, 2015",none,cs.CV,Summary19988,1512.08086v1,2015-12-26T08:08:40Z,Part-Stacked CNN for Fine-Grained Visual Categorization,"Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang",http://arxiv.org/pdf/1512.08086v1,No journal ref found,none,cs.CV,Summary19989,1512.08103v1,2015-12-26T12:04:54Z,Data Driven Robust Image Guided Depth Map Restoration,"Wei Liu, Yun Gu, Chunhua Shen, Xiaogang Chen, Qiang Wu, Jie Yang",http://arxiv.org/pdf/1512.08103v1,No journal ref found,none,cs.CV,Summary19990,1512.08212v2,2015-12-27T12:34:26Z,Improving Facial Analysis and Performance Driven Animation through Disentangling Identity and Expression,"David Rim, Sina Honari, Md Kamrul Hasan, Chris Pal",http://arxiv.org/pdf/1512.08212v2,No journal ref found,none,cs.CV,Summary19991,1512.08413v1,2015-12-28T13:59:16Z,Outlier Detection In Large-scale Traffic Data By Naïve Bayes Method and Gaussian Mixture Model Method,"Philip Lam, Lili Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Anthony G. O. Yeh",http://arxiv.org/pdf/1512.08413v1,No journal ref found,none,cs.CV,Summary19992,1512.08424v1,2015-12-28T14:44:05Z,Graph entropies in texture segmentation of images,Martin Welk,http://arxiv.org/pdf/1512.08424v1,No journal ref found,none,cs.CV,Summary19993,1512.08475v1,2015-12-28T18:18:43Z,MRF-based multispectral image fusion using an adaptive approach based on edge-guided interpolation,"Mohammad Reza Khosravi, Suleiman Mansouri, Ahmad Keshavarz, Habib Rostami",http://arxiv.org/pdf/1512.08475v1,No journal ref found,none,cs.CV,Summary19994,1512.08648v1,2015-12-29T10:54:40Z,A framework for robust object multi-detection with a vote aggregation and a cascade filtering,"Grzegorz Kurzejamski, Jacek Zawistowski, Grzegorz Sarwas",http://arxiv.org/pdf/1512.08648v1,No journal ref found,none,cs.CV,Summary19995,1512.08669v1,2015-12-29T12:50:40Z,Robust Scene Text Recognition Using Sparse Coding based Features,"Da-Han Wang, Hanzi Wang, Dong Zhang, Jonathan Li, David Zhang",http://arxiv.org/pdf/1512.08669v1,No journal ref found,none,cs.CV,Summary19996,1512.08814v1,2015-12-29T23:28:13Z,Combined statistical and model based texture features for improved image classification,Omar Al-Kadi,http://arxiv.org/pdf/1512.08814v1,No journal ref found,none,cs.CV,Summary19997,1512.09041v1,2015-12-30T18:07:45Z,Actor-Action Semantic Segmentation with Grouping Process Models,"Chenliang Xu, Jason J. Corso",http://arxiv.org/pdf/1512.09041v1,No journal ref found,none,cs.CV,Summary19998,1512.09049v1,2015-12-30T18:25:19Z,LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing,"Chenliang Xu, Jason J. Corso",http://arxiv.org/pdf/1512.09049v1,No journal ref found,none,cs.CV,Summary19999,1512.09194v2,2015-12-31T01:32:16Z,Exploiting Local Structures with the Kronecker Layer in Convolutional Networks,"Shuchang Zhou, Jia-Nan Wu, Yuxin Wu, Xinyu Zhou",http://arxiv.org/pdf/1512.09194v2,No journal ref found,none,cs.CV,Summary20000,1512.09272v2,2015-12-31T12:36:28Z,Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions,"Vijay Kumar B G, Gustavo Carneiro, Ian Reid",http://arxiv.org/pdf/1512.09272v2,No journal ref found,none,cs.CV,Summary20001,1601.00022v2,2015-12-31T22:14:22Z,Event Specific Multimodal Pattern Mining with Image-Caption Pairs,"Hongzhi Li, Joseph G. Ellis, Shih-Fu Chang",http://arxiv.org/pdf/1601.00022v2,No journal ref found,none,cs.CV,Summary20002,1601.00088v2,2016-01-01T15:44:12Z,Understanding Symmetric Smoothing Filters: A Gaussian Mixture Model Perspective,"Stanley H. Chan, Todd Zickler, Yue M. Lu",http://arxiv.org/pdf/1601.00088v2,No journal ref found,none,cs.CV,Summary20003,1601.00119v1,2016-01-01T21:57:45Z,Discriminative Sparsity for Sonar ATR,"John McKay, Raghu Raj, Vishal Monga, Jason Isaacs",http://arxiv.org/pdf/1601.00119v1,No journal ref found,none,cs.CV,Summary20004,1601.00149v7,2016-01-02T07:27:48Z,Tensor Sparse and Low-Rank based Submodule Clustering Method for Multi-way Data,"Xinglin Piao, Yongli Hu, Junbin Gao, Yanfeng Sun, Zhouchen Lin, Baocai Yin",http://arxiv.org/pdf/1601.00149v7,No journal ref found,none,cs.CV,Summary20005,1601.00199v1,2016-01-02T17:50:13Z,A Unified Framework for Compositional Fitting of Active Appearance Models,"Joan Alabort-i-Medina, Stefanos Zafeiriou",http://arxiv.org/pdf/1601.00199v1,No journal ref found,none,cs.CV,Summary20006,1601.00210v1,2016-01-02T19:08:41Z,Susceptibility of texture measures to noise: an application to lung tumor CT images,"O. S. Al-Kadi, D. Watson",http://arxiv.org/pdf/1601.00210v1,No journal ref found,none,cs.CV,Summary20007,1601.00211v1,2016-01-02T19:14:08Z,A fractal dimension based optimal wavelet packet analysis technique for classification of meningioma brain tumours,Omar S. Al-Kadi,http://arxiv.org/pdf/1601.00211v1,No journal ref found,none,cs.CV,Summary20008,1601.00212v1,2016-01-02T19:24:24Z,Supervised Texture Segmentation: A Comparative Study,Omar S. Al-Kadi,http://arxiv.org/pdf/1601.00212v1,No journal ref found,none,cs.CV,Summary20009,1601.00260v1,2016-01-03T08:50:10Z,Image Resolution Enhancement by Using Interpolation Followed by Iterative Back Projection,"Pejman Rasti, Hasan Demirel, Gholamreza Anbarjafari",http://arxiv.org/pdf/1601.00260v1,No journal ref found,none,cs.CV,Summary20010,1601.00396v1,2016-01-04T07:28:53Z,Automatic Detection and Decoding of Photogrammetric Coded Targets,"Udaya Wijenayake, Sung-In Choi, Soon-Yong Park",http://arxiv.org/pdf/1601.00396v1,No journal ref found,none,cs.CV,Summary20011,1601.00400v1,2016-01-04T07:42:56Z,Multi-task CNN Model for Attribute Prediction,"Abrar H. Abdulnabi, Gang Wang, Jiwen Lu, Kui Jia",http://arxiv.org/pdf/1601.00400v1,"IEEE Transactions on Multimedia, Nov 2015, pp. 1949-1959",none,cs.CV,Summary20012,1601.00414v1,2016-01-04T09:00:24Z,Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds,"Ming Yin, Yi Guo, Junbin Gao, Zhaoshui He, Shengli Xie",http://arxiv.org/pdf/1601.00414v1,No journal ref found,none,cs.CV,Summary20013,1601.00722v1,2016-01-05T02:55:17Z,Matrix Variate RBM and Its Applications,"Guanglei Qi, Yanfeng Sun, Junbin Gao, Yongli Hu, Jinghua Li",http://arxiv.org/pdf/1601.00722v1,No journal ref found,none,cs.CV,Summary20014,1601.00781v1,2016-01-05T10:18:13Z,Robust Method of Vote Aggregation and Proposition Verification for Invariant Local Features,"Grzegorz Kurzejamski, Jacek Zawistowski, Grzegorz Sarwas",http://arxiv.org/pdf/1601.00781v1,No journal ref found,none,cs.CV,Summary20015,1601.00825v1,2016-01-05T13:48:05Z,Gamifying Video Object Segmentation,"Simone Palazzo, Concetto Spampinato, Daniela Giordano",http://arxiv.org/pdf/1601.00825v1,No journal ref found,none,cs.CV,Summary20016,1601.00978v1,2016-01-05T21:03:59Z,Crater Detection via Convolutional Neural Networks,"Joseph Paul Cohen, Henry Z. Lo, Tingting Lu, Wei Ding",http://arxiv.org/pdf/1601.00978v1,No journal ref found,none,cs.CV,Summary20017,1601.01006v3,2016-01-05T22:38:36Z,Space-Time Representation of People Based on 3D Skeletal Data: A Review,"Fei Han, Brian Reily, William Hoff, Hao Zhang",http://arxiv.org/pdf/1601.01006v3,No journal ref found,none,cs.CV,Summary20018,1601.01060v1,2016-01-06T02:52:30Z,Low-rank Matrix Factorization under General Mixture Noise Distributions,"Xiangyong Cao, Qian Zhao, Deyu Meng, Yang Chen, Zongben Xu",http://arxiv.org/pdf/1601.01060v1,No journal ref found,none,cs.CV,Summary20019,1601.01100v1,2016-01-06T07:36:15Z,Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition,"Guo Qiang, Tu Dan, Li Guohui, Lei Jun",http://arxiv.org/pdf/1601.01100v1,No journal ref found,none,cs.CV,Summary20020,1601.01145v2,2016-01-06T11:25:36Z,Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study,"Yiren Zhou, Hossein Nejati, Thanh-Toan Do, Ngai-Man Cheung, Lynette Cheah",http://arxiv.org/pdf/1601.01145v2,No journal ref found,none,cs.CV,Summary20021,1601.01216v1,2016-01-06T15:49:49Z,Automatic 3D object detection of Proteins in Fluorescent labeled microscope images with spatial statistical analysis,"Ramin Norousi, Volker J. Schmid",http://arxiv.org/pdf/1601.01216v1,No journal ref found,none,cs.CV,Summary20022,1601.01339v1,2016-01-06T22:06:58Z,Quality Adaptive Low-Rank Based JPEG Decoding with Applications,"Xiao Shu, Xiaolin Wu",http://arxiv.org/pdf/1601.01339v1,No journal ref found,none,cs.CV,Summary20023,1601.01422v1,2016-01-07T07:29:45Z,Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone,"Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato",http://arxiv.org/pdf/1601.01422v1,No journal ref found,none,cs.CV,Summary20024,1601.01431v1,2016-01-07T07:48:41Z,Mixture of Bilateral-Projection Two-dimensional Probabilistic Principal Component Analysis,"Fujiao Ju, Yanfeng Sun, Junbin Gao, Simeng Liu, Yongli Hu",http://arxiv.org/pdf/1601.01431v1,No journal ref found,none,cs.CV,Summary20025,1601.01432v2,2016-01-07T08:01:56Z,Block-Diagonal Sparse Representation by Learning a Linear Combination Dictionary for Recognition,"Xinglin Piao, Yongli Hu, Yanfeng Sun, Junbin Gao, Baocai Yin",http://arxiv.org/pdf/1601.01432v2,No journal ref found,none,cs.CV,Summary20026,1601.01467v3,2016-01-07T10:24:03Z,On Some Properties of Calibrated Trifocal Tensors,Evgeniy Martyushev,http://arxiv.org/pdf/1601.01467v3,No journal ref found,none,cs.CV,Summary20027,1601.01876v1,2016-01-08T14:03:21Z,Facial age estimation using BSIF and LBP,"Salah Eddine Bekhouche, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed, Abdenour Hadid, Azeddine Benlamoudi",http://arxiv.org/pdf/1601.01876v1,No journal ref found,none,cs.CV,Summary20028,1601.01885v1,2016-01-08T14:25:20Z,Visual Script and Language Identification,"Anguelos Nicolaou, Andrew Bagdanov, Lluis Gomez-Bigorda, Dimosthenis Karatzas",http://arxiv.org/pdf/1601.01885v1,No journal ref found,none,cs.CV,Summary20029,1601.02088v1,2016-01-09T09:29:31Z,Multicuts and Perturb & MAP for Probabilistic Graph Clustering,"Jörg Hendrik Kappes, Paul Swoboda, Bogdan Savchynskyy, Tamir Hazan, Christoph Schnörr",http://arxiv.org/pdf/1601.02088v1,No journal ref found,none,cs.CV,Summary20030,1601.02098v1,2016-01-09T11:50:46Z,Supervised multiview learning based on simultaneous learning of multiview intact and single view classifier,"Qingjun Wang, Haiyan Lv, Jun Yue, Eugene Mitchell",http://arxiv.org/pdf/1601.02098v1,No journal ref found,none,cs.CV,Summary20031,1601.02124v1,2016-01-09T16:01:33Z,Kernelized LRR on Grassmann Manifolds for Subspace Clustering,"Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin",http://arxiv.org/pdf/1601.02124v1,No journal ref found,none,cs.CV,Summary20032,1601.02129v2,2016-01-09T16:41:21Z,Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs,"Zheng Shou, Dongang Wang, Shih-Fu Chang",http://arxiv.org/pdf/1601.02129v2,No journal ref found,none,cs.CV,Summary20033,1601.02487v1,2016-01-11T15:52:27Z,Facial Expression Recognition in the Wild using Rich Deep Features,"Abubakrelsedik Karali, Ahmad Bassiouny, Motaz El-Saban",http://arxiv.org/pdf/1601.02487v1,No journal ref found,none,cs.CV,Summary20034,1601.03055v3,2016-01-12T21:03:43Z,Subspace Clustering Based Tag Sharing for Inductive Tag Matrix Refinement with Complex Errors,"Yuqing Hou, Zhouchen Lin, Jin-ge Yao",http://arxiv.org/pdf/1601.03055v3,No journal ref found,none,cs.CV,Summary20035,1601.03128v1,2016-01-13T04:47:28Z,Enhancing Energy Minimization Framework for Scene Text Recognition with Top-Down Cues,"Anand Mishra, Karteek Alahari, C. V. Jawahar",http://arxiv.org/pdf/1601.03128v1,No journal ref found,none,cs.CV,Summary20036,1601.03295v1,2016-01-13T16:02:13Z,"Document image classification, with a specific view on applications of patent images",Gabriela Csurka,http://arxiv.org/pdf/1601.03295v1,No journal ref found,none,cs.CV,Summary20037,1601.03323v1,2016-01-13T17:35:19Z,Localized Dictionary design for Geometrically Robust Sonar ATR,"John McKay, Vishal Monga, Raghu Raj",http://arxiv.org/pdf/1601.03323v1,No journal ref found,none,cs.CV,Summary20038,1601.03333v1,2016-01-13T18:06:57Z,A Score-level Fusion Method for Eye Movement Biometrics,"Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1601.03333v1,No journal ref found,none,cs.CV,Summary20039,1601.03375v1,2016-01-13T20:30:15Z,Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT,"Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers",http://arxiv.org/pdf/1601.03375v1,No journal ref found,none,cs.CV,Summary20040,1601.03531v1,2016-01-14T09:51:37Z,Quantification of Ultrasonic Texture heterogeneity via Volumetric Stochastic Modeling for Tissue Characterization,"O. S. Al-Kadi, Daniel Y. F. Chung, Robert C. Carlisle, Constantin C. Coussios, J. Alison Noble",http://arxiv.org/pdf/1601.03531v1,"Medical Image Analysis, vol. 21(1), pp. 59-71, 2015",none,cs.CV,Summary20041,1601.03679v1,2016-01-14T17:40:09Z,Dynamic Concept Composition for Zero-Example Event Detection,"Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann",http://arxiv.org/pdf/1601.03679v1,No journal ref found,none,cs.CV,Summary20042,1601.03821v2,2016-01-15T05:40:13Z,Learning Binary Features Online from Motion Dynamics for Incremental Loop-Closure Detection and Place Recognition,"Guangcong Zhang, Mason J. Lilly, Patricio A. Vela",http://arxiv.org/pdf/1601.03821v2,No journal ref found,none,cs.CV,Summary20043,1601.03890v3,2016-01-15T12:15:14Z,Stereo Matching by Joint Energy Minimization,"Hongyang Xue, Deng Cai",http://arxiv.org/pdf/1601.03890v3,No journal ref found,none,cs.CV,Summary20044,1601.04115v2,2016-01-16T02:49:28Z,Estimation of Fiber Orientations Using Neighborhood Information,"Chuyang Ye, Jiachen Zhuo, Rao P. Gullapalli, Jerry L. Prince",http://arxiv.org/pdf/1601.04115v2,No journal ref found,none,cs.CV,Summary20045,1601.04143v3,2016-01-16T09:28:41Z,Compositional Model based Fisher Vector Coding for Image Classification,"Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen",http://arxiv.org/pdf/1601.04143v3,No journal ref found,none,cs.CV,Summary20046,1601.04293v1,2016-01-17T13:24:44Z,Face-space Action Recognition by Face-Object Interactions,"Amir Rosenfeld, Shimon Ullman",http://arxiv.org/pdf/1601.04293v1,No journal ref found,none,cs.CV,Summary20047,1601.04386v1,2016-01-18T02:08:18Z,A Comparative Study of Object Trackers for Infrared Flying Bird Tracking,"Ying Huang, Hong Zheng, Haibin Ling, Erik Blasch, Hao Yang",http://arxiv.org/pdf/1601.04386v1,No journal ref found,none,cs.CV,Summary20048,1601.04406v1,2016-01-18T06:23:14Z,Discovering Picturesque Highlights from Egocentric Vacation Videos,"Vinay Bettadapura, Daniel Castro, Irfan Essa",http://arxiv.org/pdf/1601.04406v1,No journal ref found,none,cs.CV,Summary20049,1601.04568v1,2016-01-18T15:22:48Z,Content Aware Neural Style Transfer,Rujie Yin,http://arxiv.org/pdf/1601.04568v1,No journal ref found,none,cs.CV,Summary20050,1601.04589v1,2016-01-18T16:31:37Z,Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis,"Chuan Li, Michael Wand",http://arxiv.org/pdf/1601.04589v1,No journal ref found,none,cs.CV,Summary20051,1601.04619v1,2016-01-18T17:38:26Z,Comparison-based Image Quality Assessment for Parameter Selection,"Haoyi Liang, Daniel S. Weller",http://arxiv.org/pdf/1601.04619v1,No journal ref found,none,cs.CV,Summary20052,1601.04669v1,2016-01-18T19:40:50Z,The Image Torque Operator for Contour Processing,"Morimichi Nishigaki, Cornelia Fermüller",http://arxiv.org/pdf/1601.04669v1,No journal ref found,none,cs.CV,Summary20053,1601.04798v3,2016-01-19T04:37:47Z,Scale-aware Pixel-wise Object Proposal Networks,"Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Eng Hock Francis Tay, Shuicheng Yan",http://arxiv.org/pdf/1601.04798v3,No journal ref found,none,cs.CV,Summary20054,1601.04805v2,2016-01-19T06:13:49Z,Sparsity in Dynamics of Spontaneous Subtle Emotions: Analysis \& Application,"Anh Cat Le Ngo, John See, Raphael Chung-Wei Phan",http://arxiv.org/pdf/1601.04805v2,No journal ref found,none,cs.CV,Summary20055,1601.04871v2,2016-01-19T11:02:26Z,Eye detection in digital images: challenges and solutions,"Mitra Montazeri, Mahdieh Montazeri, Saeid Saryazdi",http://arxiv.org/pdf/1601.04871v2,No journal ref found,none,cs.CV,Summary20056,1601.04888v2,2016-01-19T12:19:45Z,A Closed-Form Solution to Tensor Voting: Theory and Applications,"Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gerard Medioni",http://arxiv.org/pdf/1601.04888v2,TPAMI 34(8): 1482-1495 (2012),none,cs.CV,Summary20057,1601.04902v1,2016-01-19T13:06:16Z,PupilNet: Convolutional Neural Networks for Robust Pupil Detection,"Wolfgang Fuhl, Thiago Santini, Gjergji Kasneci, Enkelejda Kasneci",http://arxiv.org/pdf/1601.04902v1,No journal ref found,none,cs.CV,Summary20058,1601.05030v1,2016-01-19T18:29:09Z,PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors,"Vassileios Balntas, Edward Johns, Lilian Tang, Krystian Mikolajczyk",http://arxiv.org/pdf/1601.05030v1,No journal ref found,none,cs.CV,Summary20059,1601.05150v2,2016-01-20T02:19:48Z,Factors in Finetuning Deep Model for object detection,"Wanli Ouyang, Xiaogang Wang, Cong Zhang, Xiaokang Yang",http://arxiv.org/pdf/1601.05150v2,No journal ref found,none,cs.CV,Summary20060,1601.05347v2,2016-01-20T17:49:11Z,Deep Perceptual Mapping for Cross-Modal Face Recognition,"M. Saquib Sarfraz, Rainer Stiefelhagen",http://arxiv.org/pdf/1601.05347v2,No journal ref found,none,cs.CV,Summary20061,1601.05350v2,2016-01-20T17:55:30Z,Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines,"Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka",http://arxiv.org/pdf/1601.05350v2,No journal ref found,none,cs.CV,Summary20062,1601.05447v1,2016-01-20T21:45:29Z,Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation,"Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen",http://arxiv.org/pdf/1601.05447v1,No journal ref found,none,cs.CV,Summary20063,1601.05511v1,2016-01-21T04:58:04Z,RGB-D-based Action Recognition Datasets: A Survey,"Jing Zhang, Wanqing Li, Philip O. Ogunbona, Pichao Wang, Chang Tang",http://arxiv.org/pdf/1601.05511v1,No journal ref found,none,cs.CV,Summary20064,1601.05535v1,2016-01-21T07:50:42Z,On the Diagnostic of Road Pathway Visibility,"Pierre Charbonnier, Jean-Philippe Tarel, Francois Goulette",http://arxiv.org/pdf/1601.05535v1,No journal ref found,none,cs.CV,Summary20065,1601.05593v1,2016-01-21T11:46:35Z,Automatic 3D modelling of craniofacial form,"Nick Pears, Christian Duncan",http://arxiv.org/pdf/1601.05593v1,No journal ref found,none,cs.CV,Summary20066,1601.05610v1,2016-01-21T12:42:19Z,Reading Car License Plates Using Deep Convolutional Neural Networks and LSTMs,"Hui Li, Chunhua Shen",http://arxiv.org/pdf/1601.05610v1,No journal ref found,none,cs.CV,Summary20067,1601.05613v2,2016-01-21T12:47:17Z,Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds,"Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin",http://arxiv.org/pdf/1601.05613v2,No journal ref found,none,cs.CV,Summary20068,1601.05767v1,2016-01-21T20:19:19Z,Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning,"Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, Sanjay Ranka",http://arxiv.org/pdf/1601.05767v1,No journal ref found,none,cs.CV,Summary20069,1601.05861v1,2016-01-22T01:59:26Z,Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition,"Amr Bakry, Ahmed Elgammal",http://arxiv.org/pdf/1601.05861v1,No journal ref found,none,cs.CV,Summary20070,1601.05994v1,2016-01-22T13:36:20Z,Depth and Reflection Total Variation for Single Image Dehazing,"Wei Wang, Chuanjiang He",http://arxiv.org/pdf/1601.05994v1,No journal ref found,none,cs.CV,Summary20071,1601.06032v1,2016-01-22T15:02:50Z,Learning Support Correlation Filters for Visual Tracking,"Wangmeng Zuo, Xiaohe Wu, Liang Lin, Lei Zhang, Ming-Hsuan Yang",http://arxiv.org/pdf/1601.06032v1,No journal ref found,none,cs.CV,Summary20072,1601.06057v1,2016-01-22T16:10:54Z,Topological descriptors for 3D surface analysis,"Matthias Zeppelzauer, Bartosz Zieliński, Mateusz Juda, Markus Seidl",http://arxiv.org/pdf/1601.06057v1,No journal ref found,none,cs.CV,Summary20073,1601.06062v1,2016-01-22T16:23:25Z,3-D/2-D Registration of Cardiac Structures by 3-D Contrast Agent Distribution Estimation,"Matthias Hoffmann, Christopher Kowalewski, Andreas Maier, Klaus Kurzidim, Norbert Strobel, Joachim Hornegger",http://arxiv.org/pdf/1601.06062v1,No journal ref found,none,cs.CV,Summary20074,1601.06070v2,2016-01-22T16:58:32Z,Efficient Globally Optimal 2D-to-3D Deformable Shape Matching,"Zorah Lähner, Emanuele Rodolà, Frank R. Schmidt, Michael M. Bronstein, Daniel Cremers",http://arxiv.org/pdf/1601.06070v2,No journal ref found,none,cs.CV,Summary20075,1601.06087v1,2016-01-22T17:57:07Z,Unsupervised convolutional neural networks for motion estimation,"Aria Ahmadi, Ioannis Patras",http://arxiv.org/pdf/1601.06087v1,No journal ref found,none,cs.CV,Summary20076,1601.06243v1,2016-01-23T07:07:16Z,Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization,"Shiying He, Haiwei Zhou, Yao Wang, Wenfei Cao, Zhi Han",http://arxiv.org/pdf/1601.06243v1,No journal ref found,none,cs.CV,Summary20077,1601.06251v1,2016-01-23T08:49:00Z,Using compatible shape descriptor for lexicon reduction of printed Farsi subwords,"Homa Davoudi, Ehsanollah Kabir",http://arxiv.org/pdf/1601.06251v1,No journal ref found,none,cs.CV,Summary20078,1601.06260v1,2016-01-23T10:33:45Z,Person Re-Identification by Discriminative Selection in Video Ranking,"Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang",http://arxiv.org/pdf/1601.06260v1,No journal ref found,none,cs.CV,Summary20079,1601.06274v1,2016-01-23T14:59:08Z,Solving Dense Image Matching in Real-Time using Discrete-Continuous Optimization,"Alexander Shekhovtsov, Christian Reinbacher, Gottfried Graber, Thomas Pock",http://arxiv.org/pdf/1601.06274v1,No journal ref found,none,cs.CV,Summary20080,1601.06608v1,2016-01-25T14:05:36Z,An Unsupervised Method for Detection and Validation of The Optic Disc and The Fovea,"Mrinal Haloi, Samarendra Dandapat, Rohit Sinha",http://arxiv.org/pdf/1601.06608v1,No journal ref found,none,cs.CV,Summary20081,1601.06719v3,2016-01-25T18:53:14Z,Relief R-CNN: Utilizing Convolutional Feature Interrelationship for Fast Object Detection Deployment,"Guiying Li, Junlong Liu, Chunhui Jiang, Liangpeng Zhang, Ke Tang, Zexuan Zhu",http://arxiv.org/pdf/1601.06719v3,No journal ref found,none,cs.CV,Summary20082,1601.06892v2,2016-01-26T05:17:14Z,ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements,"Kuldeep Kulkarni, Suhas Lohit, Pavan Turaga, Ronan Kerviche, Amit Ashok",http://arxiv.org/pdf/1601.06892v2,No journal ref found,none,cs.CV,Summary20083,1601.07014v3,2016-01-26T13:25:01Z,Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound,"Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab",http://arxiv.org/pdf/1601.07014v3,No journal ref found,none,cs.CV,Summary20084,1601.07021v1,2016-01-26T13:41:48Z,Polyhedron Volume-Ratio-based Classification for Image Recognition,"Qingxiang Feng, Jeng-Shyang Pan, Jar-Ferr Yang, Yang-Ting Chou",http://arxiv.org/pdf/1601.07021v1,No journal ref found,none,cs.CV,Summary20085,1601.07140v2,2016-01-26T19:30:34Z,COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images,"Andreas Veit, Tomas Matera, Lukas Neumann, Jiri Matas, Serge Belongie",http://arxiv.org/pdf/1601.07140v2,No journal ref found,none,cs.CV,Summary20086,1601.07255v2,2016-01-27T03:49:34Z,PersonNet: Person Re-identification with Deep Convolutional Neural Networks,"Lin Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1601.07255v2,No journal ref found,none,cs.CV,Summary20087,1601.07265v1,2016-01-27T05:04:31Z,Deep Learning Driven Visual Path Prediction from a Single Image,"Siyu Huang, Xi Li, Zhongfei Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang",http://arxiv.org/pdf/1601.07265v1,"IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5892-5904, Dec. 2016",none,cs.CV,Summary20088,1601.07270v1,2016-01-27T06:02:59Z,Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model,"Xiushan Nie, Yilong Yin, Jiande Sun",http://arxiv.org/pdf/1601.07270v1,No journal ref found,none,cs.CV,Summary20089,1601.07336v1,2016-01-27T12:05:22Z,Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices,"Ming Yin, Shengli Xie, Yi Guo, Junbin Gao, Yun Zhang",http://arxiv.org/pdf/1601.07336v1,No journal ref found,none,cs.CV,Summary20090,1601.07471v1,2016-01-27T18:01:38Z,Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference,"Vinay Venkataraman, Pavan Turaga",http://arxiv.org/pdf/1601.07471v1,No journal ref found,none,cs.CV,Summary20091,1601.07532v1,2016-01-27T20:19:14Z,Learning to Extract Motion from Videos in Convolutional Neural Networks,"Damien Teney, Martial Hebert",http://arxiv.org/pdf/1601.07532v1,No journal ref found,none,cs.CV,Summary20092,1601.07576v2,2016-01-27T21:32:15Z,Locally-Supervised Deep Hybrid Model for Scene Recognition,"Sheng Guo, Weilin Huang, Limin Wang, Yu Qiao",http://arxiv.org/pdf/1601.07576v2,No journal ref found,none,cs.CV,Summary20093,1601.07630v2,2016-01-28T02:58:04Z,Combining Maps and Street Level Images for Building Height and Facade Estimation,"Jiangye Yuan, Anil M. Cheriyadat",http://arxiv.org/pdf/1601.07630v2,No journal ref found,none,cs.CV,Summary20094,1601.07648v2,2016-01-28T05:17:17Z,A Grassmannian Graph Approach to Affine Invariant Feature Matching,"Mark Moyou, John Corring, Adrian Peter, Anand Rangarajan",http://arxiv.org/pdf/1601.07648v2,No journal ref found,none,cs.CV,Summary20095,1601.07649v1,2016-01-28T05:30:50Z,Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss,"Fayao Liu, Guosheng Lin, Chunhua Shen",http://arxiv.org/pdf/1601.07649v1,No journal ref found,none,cs.CV,Summary20096,1601.07661v2,2016-01-28T06:32:22Z,DehazeNet: An End-to-End System for Single Image Haze Removal,"Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao",http://arxiv.org/pdf/1601.07661v2,No journal ref found,none,cs.CV,Summary20097,1601.07883v1,2016-01-28T20:06:16Z,Towards the Design of an End-to-End Automated System for Image and Video-based Recognition,"Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos D. Castillo",http://arxiv.org/pdf/1601.07883v1,No journal ref found,none,cs.CV,Summary20098,1601.07950v1,2016-01-29T00:00:16Z,Face Alignment by Local Deep Descriptor Regression,"Amit Kumar, Rajeev Ranjan, Vishal Patel, Rama Chellappa",http://arxiv.org/pdf/1601.07950v1,No journal ref found,none,cs.CV,Summary20099,1601.07977v1,2016-01-29T05:32:52Z,Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation,"Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu",http://arxiv.org/pdf/1601.07977v1,No journal ref found,none,cs.CV,Summary20100,1601.08003v1,2016-01-29T08:54:22Z,Efficient Robust Mean Value Calculation of 1D Features,"Erik Jonsson, Michael Felsberg",http://arxiv.org/pdf/1601.08003v1,No journal ref found,none,cs.CV,Summary20101,1602.00020v1,2016-01-29T21:48:13Z,Deep convolutional networks for automated detection of posterior-element fractures on spine CT,"Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers",http://arxiv.org/pdf/1602.00020v1,No journal ref found,none,cs.CV,Summary20102,1602.00134v4,2016-01-30T16:15:28Z,Convolutional Pose Machines,"Shih-En Wei, Varun Ramakrishna, Takeo Kanade, Yaser Sheikh",http://arxiv.org/pdf/1602.00134v4,No journal ref found,none,cs.CV,Summary20103,1602.00177v1,2016-01-31T00:20:39Z,Tracing liquid level and material boundaries in transparent vessels using the graph cut computer vision approach,Sagi Eppel,http://arxiv.org/pdf/1602.00177v1,No journal ref found,none,cs.CV,Summary20104,1602.00212v4,2016-01-31T08:24:24Z,Trainlets: Dictionary Learning in High Dimensions,"Jeremias Sulam, Boaz Ophir, Michael Zibulevsky, Michael Elad",http://arxiv.org/pdf/1602.00212v4,No journal ref found,none,cs.CV,Summary20105,1602.00224v1,2016-01-31T10:58:11Z,Order-aware Convolutional Pooling for Video Based Action Recognition,"Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen",http://arxiv.org/pdf/1602.00224v1,No journal ref found,none,cs.CV,Summary20106,1602.00307v1,2016-01-31T19:51:11Z,Bit-Planes: Dense Subpixel Alignment of Binary Descriptors,"Hatem Alismail, Brett Browning, Simon Lucey",http://arxiv.org/pdf/1602.00307v1,No journal ref found,none,cs.CV,Summary20107,1602.00310v2,2016-01-31T19:55:08Z,Learning a low-rank shared dictionary for object classification,"Tiep H. Vu, Vishal Monga",http://arxiv.org/pdf/1602.00310v2,No journal ref found,none,cs.CV,Summary20108,1602.00386v1,2016-02-01T04:07:32Z,Scene Invariant Crowd Segmentation and Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG),"Parthipan Siva, Mohammad Javad Shafiee, Mike Jamieson, Alexander Wong",http://arxiv.org/pdf/1602.00386v1,No journal ref found,none,cs.CV,Summary20109,1602.00417v2,2016-02-01T08:02:06Z,Transfer Learning Based on AdaBoost for Feature Selection from Multiple ConvNet Layer Features,"Jumabek Alikhanov, Myeong Hyeon Ga, Seunghyun Ko, Geun-Sik Jo",http://arxiv.org/pdf/1602.00417v2,No journal ref found,none,cs.CV,Summary20110,1602.00577v1,2016-02-01T16:14:57Z,A Deep Learning Based Fast Image Saliency Detection Algorithm,"Hengyue Pan, Hui Jiang",http://arxiv.org/pdf/1602.00577v1,No journal ref found,none,cs.CV,Summary20111,1602.00585v1,2016-02-01T16:36:42Z,Improving Vertebra Segmentation through Joint Vertebra-Rib Atlases,"Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers",http://arxiv.org/pdf/1602.00585v1,No journal ref found,none,cs.CV,Summary20112,1602.00715v1,2016-02-01T21:24:55Z,Algorithm-Induced Prior for Image Restoration,Stanley H. Chan,http://arxiv.org/pdf/1602.00715v1,No journal ref found,none,cs.CV,Summary20113,1602.00749v1,2016-02-01T23:57:22Z,Combining ConvNets with Hand-Crafted Features for Action Recognition Based on an HMM-SVM Classifier,"Pichao Wang, Zhaoyang Li, Yonghong Hou, Wanqing Li",http://arxiv.org/pdf/1602.00749v1,No journal ref found,none,cs.CV,Summary20114,1602.00763v1,2016-02-02T01:39:28Z,Simple Online and Realtime Tracking,"Alex Bewley, Zongyuan Ge, Lionel Ott, Fabio Ramos, Ben Upcroft",http://arxiv.org/pdf/1602.00763v1,No journal ref found,none,cs.CV,Summary20115,1602.00828v1,2016-02-02T08:42:44Z,Learning a Deep Model for Human Action Recognition from Novel Viewpoints,"Hossein Rahmani, Ajmal Mian, Mubarak Shah",http://arxiv.org/pdf/1602.00828v1,"Phys. Rev. D 94, 065007 (2016)",none,cs.CV,Summary20116,1602.00955v2,2016-02-02T14:53:36Z,Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering,"Dengxin Dai, Luc Van Gool",http://arxiv.org/pdf/1602.00955v2,No journal ref found,none,cs.CV,Summary20117,1602.00970v4,2016-02-02T15:19:16Z,Visual descriptors for content-based retrieval of remote sensing images,Paolo Napoletano,http://arxiv.org/pdf/1602.00970v4,No journal ref found,none,cs.CV,Summary20118,1602.00997v1,2016-02-02T16:27:18Z,Head Pose Estimation of Occluded Faces using Regularized Regression,"Amit Kumar, Rishabh Bindal, Soumya Indela, Michael Rotkowitz",http://arxiv.org/pdf/1602.00997v1,No journal ref found,none,cs.CV,Summary20119,1602.01006v1,2016-02-02T16:42:27Z,"A-expansion for multiple ""hedgehog"" shapes","Hossam Isack, Yuri Boykov, Olga Veksler",http://arxiv.org/pdf/1602.01006v1,No journal ref found,none,cs.CV,Summary20120,1602.01125v2,2016-02-02T21:43:15Z,Fitting a 3D Morphable Model to Edges: A Comparison Between Hard and Soft Correspondences,"Anil Bas, William A. P. Smith, Timo Bolkart, Stefanie Wuhrer",http://arxiv.org/pdf/1602.01125v2,No journal ref found,none,cs.CV,Summary20121,1602.01197v1,2016-02-03T06:22:14Z,Discriminative Sparse Neighbor Approximation for Imbalanced Learning,"Chen Huang, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1602.01197v1,No journal ref found,none,cs.CV,Summary20122,1602.01228v1,2016-02-03T09:11:45Z,Image and Information,Frank Nielsen,http://arxiv.org/pdf/1602.01228v1,No journal ref found,none,cs.CV,Summary20123,1602.01237v2,2016-02-03T09:45:56Z,How Far are We from Solving Pedestrian Detection?,"Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele",http://arxiv.org/pdf/1602.01237v2,No journal ref found,none,cs.CV,Summary20124,1602.01255v2,2016-02-03T10:42:04Z,Learning scale-variant and scale-invariant features for deep image classification,"Nanne van Noord, Eric Postma",http://arxiv.org/pdf/1602.01255v2,No journal ref found,none,cs.CV,Summary20125,1602.01464v1,2016-02-03T20:53:33Z,Latent-Class Hough Forests for 6 DoF Object Pose Estimation,"Rigas Kouskouridas, Alykhan Tejani, Andreas Doumanoglou, Danhang Tang, Tae-Kyun Kim",http://arxiv.org/pdf/1602.01464v1,No journal ref found,none,cs.CV,Summary20126,1602.01517v1,2016-02-04T00:53:32Z,Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification,"Keiller Nogueira, Otávio A. B. Penatti, Jefersson A. dos Santos",http://arxiv.org/pdf/1602.01517v1,No journal ref found,none,cs.CV,Summary20127,1602.01541v1,2016-02-04T02:25:52Z,Fundamental Limits in Multi-image Alignment,"Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro",http://arxiv.org/pdf/1602.01541v1,No journal ref found,none,cs.CV,Summary20128,1602.01599v3,2016-02-04T09:06:50Z,"Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions","Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian Lovell, Conrad Sanderson",http://arxiv.org/pdf/1602.01599v3,"Lecture Notes in Computer Science (LNCS), Vol. 9794, pp. 88-100, 2016",none,cs.CV,Summary20129,1602.01601v3,2016-02-04T09:16:52Z,Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors,"Johanna Carvajal, Chris McCool, Brian Lovell, Conrad Sanderson",http://arxiv.org/pdf/1602.01601v3,"Lecture Notes in Computer Science (LNCS), Vol. 9794, pp. 115-127, 2016",none,cs.CV,Summary20130,1602.01625v1,2016-02-04T10:41:57Z,Self-Transfer Learning for Fully Weakly Supervised Object Localization,"Sangheum Hwang, Hyo-Eun Kim",http://arxiv.org/pdf/1602.01625v1,No journal ref found,none,cs.CV,Summary20131,1602.01728v1,2016-02-04T16:20:26Z,NeRD: a Neural Response Divergence Approach to Visual Salience Detection,"M. J. Shafiee, P. Siva, C. Scharfenberger, P. Fieguth, A. Wong",http://arxiv.org/pdf/1602.01728v1,No journal ref found,none,cs.CV,Summary20132,1602.01827v3,2016-02-04T20:58:02Z,Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild,"Yang Zhong, Josephine Sullivan, Haibo Li",http://arxiv.org/pdf/1602.01827v3,No journal ref found,none,cs.CV,Summary20133,1602.01887v2,2016-02-04T23:40:14Z,Visual Tracking via Reliable Memories,"Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas",http://arxiv.org/pdf/1602.01887v2,No journal ref found,none,cs.CV,Summary20134,1602.01927v1,2016-02-05T05:31:41Z,On Feature based Delaunay Triangulation for Palmprint Recognition,"Zanobya N. Khan, Rashid Jalal Qureshi, Jamil Ahmad",http://arxiv.org/pdf/1602.01927v1,"Journal of Platform Technology, 3(4), 9-18 (2015)",none,cs.CV,Summary20135,1602.01940v1,2016-02-05T07:43:08Z,Automatic and Quantitative evaluation of attribute discovery methods,"Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell",http://arxiv.org/pdf/1602.01940v1,No journal ref found,none,cs.CV,Summary20136,1602.02130v1,2016-02-05T19:32:39Z,Sub-cortical brain structure segmentation using F-CNNs,"Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippe, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos",http://arxiv.org/pdf/1602.02130v1,No journal ref found,none,cs.CV,Summary20137,1602.02343v2,2016-02-07T06:33:08Z,Eye-CU: Sleep Pose Classification for Healthcare using Multimodal Multiview Data,"Carlos Torres, Victor Fragoso, Scott D. Hammond, Jeffrey C. Fried, B. S. Manjunath",http://arxiv.org/pdf/1602.02343v2,No journal ref found,none,cs.CV,Summary20138,1602.02434v2,2016-02-07T22:12:16Z,Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1602.02434v2,No journal ref found,none,cs.CV,Summary20139,1602.02522v1,2016-02-08T10:56:22Z,A Semi-Automated Method for Object Segmentation in Infants Egocentric Videos to Study Object Perception,"Qazaleh Mirsharif, Sidharth Sadani, Shishir Shah, Hanako Yoshida, Joseph Burling",http://arxiv.org/pdf/1602.02522v1,No journal ref found,none,cs.CV,Summary20140,1602.02586v1,2016-02-08T14:39:01Z,Tumour ROI Estimation in Ultrasound Images via Radon Barcodes in Patients with Locally Advanced Breast Cancer,"Hamid R. Tizhoosh, Mehrdad J. Gangeh, Hadi Tadayyon, Gregory J. Czarnota",http://arxiv.org/pdf/1602.02586v1,No journal ref found,none,cs.CV,Summary20141,1602.02720v2,2016-02-08T20:05:42Z,Multimodal Remote Sensing Image Registration with Accuracy Estimation at Local and Global Scales,"M. L. Uss, B. Vozel, V. V. Lukin, K. Chehdi",http://arxiv.org/pdf/1602.02720v2,No journal ref found,none,cs.CV,Summary20142,1602.02822v1,2016-02-09T00:07:05Z,Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics,"Xiyang Dai, Sameh Khamis, Yangmuzi Zhang, Larry S. Davis",http://arxiv.org/pdf/1602.02822v1,No journal ref found,none,cs.CV,Summary20143,1602.02885v1,2016-02-09T08:01:20Z,Joint Defogging and Demosaicking,"Y. J. Lee, K. Hirakawa, T. Q. Nguyen",http://arxiv.org/pdf/1602.02885v1,No journal ref found,none,cs.CV,Summary20144,1602.02938v1,2016-02-09T11:22:58Z,Challenges of Integrating A Priori Information Efficiently in the Discovery of Spatio-Temporal Objects in Large Databases,"Benjamin Schott, Johannes Stegmaier, Masanari Takamiya, Ralf Mikut",http://arxiv.org/pdf/1602.02938v1,No journal ref found,none,cs.CV,Summary20145,1602.02999v1,2016-02-09T14:31:46Z,Face Recognition: Perspectives from the Real-World,Bappaditya Mandal,http://arxiv.org/pdf/1602.02999v1,No journal ref found,none,cs.CV,Summary20146,1602.03012v2,2016-02-09T14:58:12Z,EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos,"Andru P. Twinanda, Sherif Shehata, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy",http://arxiv.org/pdf/1602.03012v2,No journal ref found,none,cs.CV,Summary20147,1602.03145v1,2016-02-09T20:02:00Z,A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images,"Guillaume Noyel, Jesus Angulo, Dominique Jeulin",http://arxiv.org/pdf/1602.03145v1,"International Journal of Remote Sensing, Taylor \& Francis, 2010, 31 (22), pp.5895-5920",none,cs.CV,Summary20148,1602.03256v1,2016-02-10T03:52:11Z,Improved Eigenfeature Regularization for Face Identification,Bappaditya Mandal,http://arxiv.org/pdf/1602.03256v1,No journal ref found,none,cs.CV,Summary20149,1602.03346v1,2016-02-10T12:25:52Z,"DAP3D-Net: Where, What and How Actions Occur in Videos?","Li Liu, Yi Zhou, Ling Shao",http://arxiv.org/pdf/1602.03346v1,No journal ref found,none,cs.CV,Summary20150,1602.03409v1,2016-02-10T15:33:32Z,"Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning","Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel Mollura, Ronald M. Summers",http://arxiv.org/pdf/1602.03409v1,No journal ref found,none,cs.CV,Summary20151,1602.03418v2,2016-02-10T15:48:47Z,Triplet Similarity Embedding for Face Verification,"Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa",http://arxiv.org/pdf/1602.03418v2,No journal ref found,none,cs.CV,Summary20152,1602.03458v1,2016-02-10T17:30:27Z,Super-Resolved Retinal Image Mosaicing,"Thomas Köhler, Axel Heinrich, Andreas Maier, Joachim Hornegger, Ralf P. Tornow",http://arxiv.org/pdf/1602.03458v1,No journal ref found,none,cs.CV,Summary20153,1602.03468v4,2016-02-10T17:56:47Z,Articulated Clinician Detection Using 3D Pictorial Structures on RGB-D Data,"Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy",http://arxiv.org/pdf/1602.03468v4,No journal ref found,none,cs.CV,Summary20154,1602.03570v3,2016-02-10T23:14:17Z,Optimized Kernel-based Projection Space of Riemannian Manifolds,"Azadeh Alavi, Vishal M Patel, Rama Chellappa",http://arxiv.org/pdf/1602.03570v3,No journal ref found,none,cs.CV,Summary20155,1602.03585v1,2016-02-11T00:50:17Z,Generating Discriminative Object Proposals via Submodular Ranking,"Yangmuzi Zhang, Zhuolin Jiang, Xi Chen, Larry S. Davis",http://arxiv.org/pdf/1602.03585v1,No journal ref found,none,cs.CV,Summary20156,1602.03725v1,2016-02-11T13:49:25Z,A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation,"Helge Rhodin, Nadia Robertini, Christian Richardt, Hans-Peter Seidel, Christian Theobalt",http://arxiv.org/pdf/1602.03725v1,No journal ref found,none,cs.CV,Summary20157,1602.03805v1,2016-02-11T18:04:36Z,Local High-order Regularization on Data Manifolds,"Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt",http://arxiv.org/pdf/1602.03805v1,No journal ref found,none,cs.CV,Summary20158,1602.03860v1,2016-02-11T20:03:53Z,Real-Time Hand Tracking Using a Sum of Anisotropic Gaussians Model,"Srinath Sridhar, Helge Rhodin, Hans-Peter Seidel, Antti Oulasvirta, Christian Theobalt",http://arxiv.org/pdf/1602.03860v1,"2nd International Conference on , vol.1, no., pp.319-326, 8-11 Dec. 2014",none,cs.CV,Summary20159,1602.03930v2,2016-02-12T00:03:38Z,Global Deconvolutional Networks for Semantic Segmentation,"Vladimir Nekrasov, Janghoon Ju, Jaesik Choi",http://arxiv.org/pdf/1602.03930v2,No journal ref found,none,cs.CV,Summary20160,1602.03935v2,2016-02-12T00:44:16Z,Face Attribute Prediction Using Off-the-Shelf CNN Features,"Yang Zhong, Josephine Sullivan, Haibo Li",http://arxiv.org/pdf/1602.03935v2,No journal ref found,none,cs.CV,Summary20161,1602.03995v1,2016-02-12T10:05:24Z,An automatic method for segmentation of fission tracks in epidote crystal photomicrographs,"Alexandre Fioravante de Siqueira, Wagner Massayuki Nakasuga, Aylton Pagamisse, Carlos Alberto Tello Saenz, Aldo Eloizo Job",http://arxiv.org/pdf/1602.03995v1,"Computers & Geosciences, v. 69, pp. 55-61, aug 2014",none,cs.CV,Summary20162,1602.04052v2,2016-02-12T13:37:49Z,Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors,"Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo",http://arxiv.org/pdf/1602.04052v2,No journal ref found,none,cs.CV,Summary20163,1602.04124v1,2016-02-12T17:05:04Z,Fast and Robust Hand Tracking Using Detection-Guided Optimization,"Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt",http://arxiv.org/pdf/1602.04124v1,"Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on , vol., no., pp.3213-3221, 7-12 June 2015",none,cs.CV,Summary20164,1602.04348v1,2016-02-13T15:55:17Z,Character Proposal Network for Robust Text Extraction,"Shuye Zhang, Mude Lin, Tianshui Chen, Lianwen Jin, Liang Lin",http://arxiv.org/pdf/1602.04348v1,No journal ref found,none,cs.CV,Summary20165,1602.04422v1,2016-02-14T06:39:05Z,"Hi Detector, Whats Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution","Peng Wang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel, Heng Tao Shen",http://arxiv.org/pdf/1602.04422v1,No journal ref found,none,cs.CV,Summary20166,1602.04502v1,2016-02-14T20:24:57Z,Do We Need Binary Features for 3D Reconstruction?,"Bin Fan, Qingqun Kong, Wei Sui, Zhiheng Wang, Xinchao Wang, Shiming Xiang, Chunhong Pan, Pascal Fua",http://arxiv.org/pdf/1602.04502v1,No journal ref found,none,cs.CV,Summary20167,1602.04504v1,2016-02-14T20:40:00Z,Can we still avoid automatic face detection?,"Michael J. Wilber, Vitaly Shmatikov, Serge Belongie",http://arxiv.org/pdf/1602.04504v1,No journal ref found,none,cs.CV,Summary20168,1602.04593v1,2016-02-15T09:17:18Z,Edge Detection for Pattern Recognition: A Survey,Alex Pappachen James,http://arxiv.org/pdf/1602.04593v1,No journal ref found,none,cs.CV,Summary20169,1602.04868v1,2016-02-16T00:14:22Z,Deep Feature-based Face Detection on Mobile Devices,"Sayantan Sarkar, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1602.04868v1,No journal ref found,none,cs.CV,Summary20170,1602.04984v3,2016-02-16T11:05:24Z,Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation,"Hyo-Eun Kim, Sangheum Hwang",http://arxiv.org/pdf/1602.04984v3,No journal ref found,none,cs.CV,Summary20171,1602.05168v1,2016-02-16T20:28:16Z,An Approach for Noise Removal on Depth Images,"Rashi Chaudhary, Himanshu Dasgupta",http://arxiv.org/pdf/1602.05168v1,No journal ref found,none,cs.CV,Summary20172,1602.05312v1,2016-02-17T06:13:41Z,Density-based Denoising of Point Cloud,"Faisal Zaman, Ya Ping Wong, Boon Yian Ng",http://arxiv.org/pdf/1602.05312v1,No journal ref found,none,cs.CV,Summary20173,1602.05314v1,2016-02-17T06:27:55Z,PlaNet - Photo Geolocation with Convolutional Neural Networks,"Tobias Weyand, Ilya Kostrikov, James Philbin",http://arxiv.org/pdf/1602.05314v1,No journal ref found,none,cs.CV,Summary20174,1602.05531v4,2016-02-17T19:12:50Z,On the Use of Deep Learning for Blind Image Quality Assessment,"Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini",http://arxiv.org/pdf/1602.05531v4,No journal ref found,none,cs.CV,Summary20175,1602.05572v1,2016-02-17T02:18:27Z,A landmark-based algorithm for automatic pattern recognition and abnormality detection,"S. Huzurbazar, Long Lee, Dongyang Kuang",http://arxiv.org/pdf/1602.05572v1,No journal ref found,none,cs.CV,Summary20176,1602.05660v1,2016-02-18T02:25:16Z,Feature-Area Optimization: A Novel SAR Image Registration Method,"Fuqiang Liu, Fukun Bi, Liang Chen, Hao Shi, Wei Liu",http://arxiv.org/pdf/1602.05660v1,"IEEE Geoscience and Remote Sensing Letter, Year: 2016, Volume: 13, Pages: 242 - 246",none,cs.CV,Summary20177,1602.05920v1,2016-02-18T19:40:26Z,Weighted Unsupervised Learning for 3D Object Detection,"Kamran Kowsari, Manal H. Alassaf",http://arxiv.org/pdf/1602.05920v1,No journal ref found,none,cs.CV,Summary20178,1602.05931v2,2016-02-18T20:05:53Z,RandomOut: Using a convolutional gradient norm to win The Filter Lottery,"Joseph Paul Cohen, Henry Z. Lo, Wei Ding",http://arxiv.org/pdf/1602.05931v2,No journal ref found,none,cs.CV,Summary20179,1602.05941v1,2016-02-18T20:50:50Z,Multi-resolution Compressive Sensing Reconstruction,"Adriana Gonzalez, Hong Jiang, Gang Huang, Laurent Jacques",http://arxiv.org/pdf/1602.05941v1,No journal ref found,none,cs.CV,Summary20180,1602.06149v1,2016-02-19T13:39:22Z,Large age-gap face verification by feature injection in deep networks,Simone Bianco,http://arxiv.org/pdf/1602.06149v1,No journal ref found,none,cs.CV,Summary20181,1602.06439v1,2016-02-20T19:02:01Z,Context-guided diffusion for label propagation on graphs,"Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt",http://arxiv.org/pdf/1602.06439v1,No journal ref found,none,cs.CV,Summary20182,1602.06541v2,2016-02-21T15:28:04Z,A Survey of Semantic Segmentation,Martin Thoma,http://arxiv.org/pdf/1602.06541v2,No journal ref found,none,cs.CV,Summary20183,1602.06564v1,2016-02-21T18:41:04Z,Automatic Building Extraction in Aerial Scenes Using Convolutional Networks,Jiangye Yuan,http://arxiv.org/pdf/1602.06564v1,No journal ref found,none,cs.CV,Summary20184,1602.06647v1,2016-02-22T04:49:14Z,Planogram Compliance Checking Based on Detection of Recurring Patterns,"Song Liu, Wanqing Li, Stephen Davis, Christian Ritz, Hongda Tian",http://arxiv.org/pdf/1602.06647v1,No journal ref found,none,cs.CV,Summary20185,1602.06697v2,2016-02-22T09:31:45Z,Correlation Hashing Network for Efficient Cross-Modal Retrieval,"Yue Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu",http://arxiv.org/pdf/1602.06697v2,No journal ref found,none,cs.CV,Summary20186,1602.06904v1,2016-02-19T01:47:43Z,Structured illumination microscopy image reconstruction algorithm,"Amit Lal, Chunyan Shan, Peng Xi",http://arxiv.org/pdf/1602.06904v1,No journal ref found,none,cs.CV,Summary20187,1602.07119v1,2016-02-23T11:12:55Z,The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection,"Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek",http://arxiv.org/pdf/1602.07119v1,No journal ref found,none,cs.CV,Summary20188,1602.07125v2,2016-02-23T11:34:58Z,Car Type Recognition with Deep Neural Networks,"Heikki Huttunen, Fatemeh Shokrollahi Yancheshmeh, Ke Chen",http://arxiv.org/pdf/1602.07125v2,No journal ref found,none,cs.CV,Summary20189,1602.07188v2,2016-02-23T15:17:55Z,Exploring the Neural Algorithm of Artistic Style,"Yaroslav Nikulin, Roman Novak",http://arxiv.org/pdf/1602.07188v2,No journal ref found,none,cs.CV,Summary20190,1602.07261v2,2016-02-23T18:44:39Z,"Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning","Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi",http://arxiv.org/pdf/1602.07261v2,No journal ref found,none,cs.CV,Summary20191,1602.07335v1,2015-07-25T13:26:30Z,Robust Detection of Intensity Variant Clones in Forged and JPEG Compressed Images,"Minati Mishra, M. C. Adhikary",http://arxiv.org/pdf/1602.07335v1,"ANSVESA, 9(1), 48-60, 2014, ISSN-0974-715X",none,cs.CV,Summary20192,1602.07377v5,2016-02-24T03:10:32Z,How Deep Neural Networks Can Improve Emotion Recognition on Video Data,"Pooya Khorrami, Tom Le Paine, Kevin Brady, Charlie Dagli, Thomas S. Huang",http://arxiv.org/pdf/1602.07377v5,No journal ref found,none,cs.CV,Summary20193,1602.07475v1,2016-02-24T12:12:07Z,A fine-grained approach to scene text script identification,"Lluis Gomez, Dimosthenis Karatzas",http://arxiv.org/pdf/1602.07475v1,No journal ref found,none,cs.CV,Summary20194,1602.07480v2,2016-02-24T12:33:25Z,Improving patch-based scene text script identification with ensembles of conjoined networks,"Lluis Gomez, Anguelos Nicolaou, Dimosthenis Karatzas",http://arxiv.org/pdf/1602.07480v2,No journal ref found,none,cs.CV,Summary20195,1602.07535v1,2016-02-24T14:53:29Z,SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay,"Alireza Ghasemi, Adam Scholefield, Martin Vetterli",http://arxiv.org/pdf/1602.07535v1,No journal ref found,none,cs.CV,Summary20196,1602.07542v1,2016-02-24T15:02:53Z,On the Accuracy of Point Localisation in a Circular Camera-Array,"Alireza Ghasemi, Adam Scholefield, Martin Vetterli",http://arxiv.org/pdf/1602.07542v1,No journal ref found,none,cs.CV,Summary20197,1602.07573v1,2015-08-08T11:08:11Z,A straightforward method to assess motion blur for different types of displays,"Fuhao Chen, Jun Chen, Feng Huang",http://arxiv.org/pdf/1602.07573v1,No journal ref found,none,cs.CV,Summary20198,1602.07620v1,2015-09-15T13:25:30Z,A Low Complexity VLSI Architecture for Multi-Focus Image Fusion in DCT Domain,"Ashutosh Mishra, Sudipta Mahapatra, Swapna Banerjee",http://arxiv.org/pdf/1602.07620v1,No journal ref found,none,cs.CV,Summary20199,1602.07679v1,2015-09-04T07:24:53Z,A statistical shape space model of the palate surface trained on 3D MRI scans of the vocal tract,"Alexander Hewer, Ingmar Steiner, Timo Bolkart, Stefanie Wuhrer, Korin Richmond",http://arxiv.org/pdf/1602.07679v1,No journal ref found,none,cs.CV,Summary20200,1602.07873v1,2016-02-25T10:33:04Z,CNN for License Plate Motion Deblurring,"Pavel Svoboda, Michal Hradis, Lukas Marsik, Pavel Zemcik",http://arxiv.org/pdf/1602.07873v1,No journal ref found,none,cs.CV,Summary20201,1602.08325v1,2016-02-26T13:57:40Z,Victory Sign Biometric for Terrorists Identification,"Ahmad B. A. Hassanat, Mahmoud B. Alhasanat, Mohammad Ali Abbadi, Eman Btoush, Mouhammd Al-Awadi, Ahmad S. Tarawneh",http://arxiv.org/pdf/1602.08325v1,No journal ref found,none,cs.CV,Summary20202,1602.08405v2,2016-02-26T17:13:52Z,We dont need no bounding-boxes: Training object class detectors using only human verification,"Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari",http://arxiv.org/pdf/1602.08405v2,No journal ref found,none,cs.CV,Summary20203,1602.08465v3,2016-02-26T20:10:27Z,Seq-NMS for Video Object Detection,"Wei Han, Pooya Khorrami, Tom Le Paine, Prajit Ramachandran, Mohammad Babaeizadeh, Honghui Shi, Jianan Li, Shuicheng Yan, Thomas S. Huang",http://arxiv.org/pdf/1602.08465v3,No journal ref found,none,cs.CV,Summary20204,1602.08510v1,2016-02-26T21:31:01Z,Patch-Ordering as a Regularization for Inverse Problems in Image Processing,"Gregory Vaksman, Michael Zibulevsky, Michael Elad",http://arxiv.org/pdf/1602.08510v1,No journal ref found,none,cs.CV,Summary20205,1602.08575v1,2016-02-27T09:33:07Z,Single-Image Superresolution Through Directional Representations,"Wojciech Czaja, James M. Murphy, Daniel Weinberg",http://arxiv.org/pdf/1602.08575v1,No journal ref found,none,cs.CV,Summary20206,1602.08680v3,2016-02-28T07:38:25Z,Measuring and Predicting Tag Importance for Image Retrieval,"Shangwen Li, Sanjay Purushotham, Chen Chen, Yuzhuo Ren, C. -C. Jay Kuo",http://arxiv.org/pdf/1602.08680v3,No journal ref found,none,cs.CV,Summary20207,1602.08855v1,2016-02-29T08:24:01Z,Pandora: Description of a Painting Database for Art Movement Recognition with Baselines and Perspectives,"Corneliu Florea, Razvan Condorovici, Constantin Vertan, Raluca Boia, Laura Florea, Ruxandra Vranceanu",http://arxiv.org/pdf/1602.08855v1,No journal ref found,none,cs.CV,Summary20208,1602.08960v3,2016-02-29T13:54:39Z,FALDOI: A new minimization strategy for large displacement variational optical flow,"Roberto P. Palomares, Enric Meinhardt-Llopis, Coloma Ballester, Gloria Haro",http://arxiv.org/pdf/1602.08960v3,No journal ref found,none,cs.CV,Summary20209,1602.09065v3,2016-02-29T17:45:10Z,Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition,"Srujana Gattupalli, Amir Ghaderi, Vassilis Athitsos",http://arxiv.org/pdf/1602.09065v3,No journal ref found,none,cs.CV,Summary20210,1603.00110v2,2016-03-01T01:46:44Z,Robust Multi-body Feature Tracker: A Segmentation-free Approach,"Pan Ji, Hongdong Li, Mathieu Salzmann, Yiran Zhong",http://arxiv.org/pdf/1603.00110v2,No journal ref found,none,cs.CV,Summary20211,1603.00124v1,2016-03-01T03:25:45Z,Learning Multilayer Channel Features for Pedestrian Detection,"Jiale Cao, Yanwei Pang, Xuelong Li",http://arxiv.org/pdf/1603.00124v1,No journal ref found,none,cs.CV,Summary20212,1603.00128v1,2016-03-01T03:44:49Z,Cascaded Subpatch Networks for Effective CNNs,"Xiaoheng Jiang, Yanwei Pang, Manli Sun, Xuelong Li",http://arxiv.org/pdf/1603.00128v1,No journal ref found,none,cs.CV,Summary20213,1603.00132v1,2016-03-01T04:12:41Z,A Universal Update-pacing Framework For Visual Tracking,"Zexi Hu, Yuefang Gao, Dong Wang, Xuhong Tian",http://arxiv.org/pdf/1603.00132v1,No journal ref found,none,cs.CV,Summary20214,1603.00146v1,2016-03-01T05:26:59Z,Storm Detection by Visual Learning Using Satellite Images,"Yu Zhang, Stephen Wistar, Jia Li, Michael Steinberg, James Z. Wang",http://arxiv.org/pdf/1603.00146v1,No journal ref found,none,cs.CV,Summary20215,1603.00275v2,2016-03-01T13:53:48Z,Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest,"Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot",http://arxiv.org/pdf/1603.00275v2,No journal ref found,none,cs.CV,Summary20216,1603.00370v2,2016-03-01T17:32:09Z,Scalable Metric Learning via Weighted Approximate Rank Component Analysis,"Cijo Jose, Francois Fleuret",http://arxiv.org/pdf/1603.00370v2,No journal ref found,none,cs.CV,Summary20217,1603.00437v2,2016-03-01T20:08:51Z,Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal clique problem,"Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard",http://arxiv.org/pdf/1603.00437v2,No journal ref found,none,cs.CV,Summary20218,1603.00438v1,2016-03-01T20:13:07Z,Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach,"Mattis Paulin, Julien Mairal, Matthijs Douze, Zaid Harchaoui, Florent Perronnin, Cordelia Schmid",http://arxiv.org/pdf/1603.00438v1,No journal ref found,none,cs.CV,Summary20219,1603.00489v2,2016-03-01T21:07:09Z,Weakly Supervised Localization using Deep Feature Maps,"Archith J. Bency, Heesung Kwon, Hyungtae Lee, S. Karthikeyan, B. S. Manjunath",http://arxiv.org/pdf/1603.00489v2,No journal ref found,none,cs.CV,Summary20220,1603.00502v1,2016-03-01T21:48:58Z,Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Features,"JT Turner, Kalyan Gupta, Brendan Morris, David W. Aha",http://arxiv.org/pdf/1603.00502v1,No journal ref found,none,cs.CV,Summary20221,1603.00550v3,2016-03-02T01:59:22Z,Synthesized Classifiers for Zero-Shot Learning,"Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha",http://arxiv.org/pdf/1603.00550v3,No journal ref found,none,cs.CV,Summary20222,1603.00560v2,2016-03-02T03:04:37Z,Learnt quasi-transitive similarity for retrieval from large collections of faces,Ognjen Arandjelovic,http://arxiv.org/pdf/1603.00560v2,No journal ref found,none,cs.CV,Summary20223,1603.00816v2,2016-03-02T18:24:32Z,A Nonlinear Weighted Total Variation Image Reconstruction Algorithm for Electrical Capacitance Tomography,"Kezhi Li, Daniel Holland",http://arxiv.org/pdf/1603.00816v2,No journal ref found,none,cs.CV,Summary20224,1603.00831v2,2016-03-02T19:07:56Z,MOT16: A Benchmark for Multi-Object Tracking,"Anton Milan, Laura Leal-Taixe, Ian Reid, Stefan Roth, Konrad Schindler",http://arxiv.org/pdf/1603.00831v2,No journal ref found,none,cs.CV,Summary20225,1603.00841v1,2016-03-02T19:42:55Z,Automatic segmentation of lizard spots using an active contour model,"Jhony Giraldo, Augusto Salazar",http://arxiv.org/pdf/1603.00841v1,No journal ref found,none,cs.CV,Summary20226,1603.00912v1,2016-03-02T22:09:45Z,LiDAR Ground Filtering Algorithm for Urban Areas Using Scan Line Based Segmentation,"Lei Wang, Yongun Zhang",http://arxiv.org/pdf/1603.00912v1,No journal ref found,none,cs.CV,Summary20227,1603.00944v1,2016-03-03T01:26:25Z,PCANet: An energy perspective,"Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1603.00944v1,No journal ref found,none,cs.CV,Summary20228,1603.00993v1,2016-03-03T06:39:37Z,Self-localization from Images with Small Overlap,Tanaka Kanji,http://arxiv.org/pdf/1603.00993v1,No journal ref found,none,cs.CV,Summary20229,1603.01056v1,2016-03-03T11:20:23Z,A novel and automatic pectoral muscle identification algorithm for mediolateral oblique (MLO) view mammograms using ImageJ,Chao Wang,http://arxiv.org/pdf/1603.01056v1,No journal ref found,none,cs.CV,Summary20230,1603.01076v3,2016-03-03T12:46:51Z,What is the right way to represent document images?,"Gabriela Csurka, Diane Larlus, Albert Gordo, Jon Almazan",http://arxiv.org/pdf/1603.01076v3,No journal ref found,none,cs.CV,Summary20231,1603.01096v1,2016-03-03T13:37:23Z,Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification,"Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao",http://arxiv.org/pdf/1603.01096v1,No journal ref found,none,cs.CV,Summary20232,1603.01249v2,2016-03-03T20:30:53Z,"HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition","Rajeev Ranjan, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1603.01249v2,No journal ref found,none,cs.CV,Summary20233,1603.01292v2,2016-03-03T21:50:09Z,Modular Decomposition and Analysis of Registration based Trackers,"Abhineet Singh, Ankush Roy, Xi Zhang, Martin Jagersand",http://arxiv.org/pdf/1603.01292v2,No journal ref found,none,cs.CV,Summary20234,1603.01633v1,2016-03-04T21:16:21Z,Depth Superresolution using Motion Adaptive Regularization,"Ulugbek S. Kamilov, Petros T. Boufounos",http://arxiv.org/pdf/1603.01633v1,No journal ref found,none,cs.CV,Summary20235,1603.01684v1,2016-03-05T06:12:44Z,Saliency Detection combining Multi-layer Integration algorithm with background prior and energy function,"Hanling Zhang, Chenxing Xia",http://arxiv.org/pdf/1603.01684v1,No journal ref found,none,cs.CV,Summary20236,1603.01695v1,2016-03-05T08:20:25Z,Underwater Fish Tracking for Moving Cameras based on Deformable Multiple Kernels,"Meng-Che Chuang, Jenq-Neng Hwang, Jian-Hui Ye, Shih-Chia Huang, Kresimir Williams",http://arxiv.org/pdf/1603.01695v1,No journal ref found,none,cs.CV,Summary20237,1603.01696v1,2016-03-05T08:33:18Z,A Feature Learning and Object Recognition Framework for Underwater Fish Images,"Meng-Che Chuang, Jenq-Neng Hwang, Kresimir Williams",http://arxiv.org/pdf/1603.01696v1,No journal ref found,none,cs.CV,Summary20238,1603.01768v1,2016-03-05T23:09:51Z,Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks,Alex J. Champandard,http://arxiv.org/pdf/1603.01768v1,No journal ref found,none,cs.CV,Summary20239,1603.01772v1,2016-03-06T00:30:34Z,Fast calculation of correlations in recognition systems,"Pavel Dourbal, Mikhail Pekker",http://arxiv.org/pdf/1603.01772v1,No journal ref found,none,cs.CV,Summary20240,1603.01842v1,2016-03-06T16:39:34Z,Proximal groupoid patterns In digital images,"Enoch A-iyeh, James F. Peters",http://arxiv.org/pdf/1603.01842v1,No journal ref found,none,cs.CV,Summary20241,1603.01864v2,2016-03-06T19:54:18Z,Single Image Restoration for Participating Media Based on Prior Fusion,"Joel D. O. Gaya, Felipe Codevilla, Amanda C. Duarte, Paulo L. Drews-Jr, Silvia S. Botelho",http://arxiv.org/pdf/1603.01864v2,No journal ref found,none,cs.CV,Summary20242,1603.01942v3,2016-03-07T05:33:00Z,A Two-Stage Shape Retrieval (TSR) Method with Global and Local Features,"Xiaqing Pan, Sachin Chachada, C. -C. Jay Kuo",http://arxiv.org/pdf/1603.01942v3,No journal ref found,none,cs.CV,Summary20243,1603.01976v1,2016-03-07T08:50:33Z,Deep Contrast Learning for Salient Object Detection,"Guanbin Li, Yizhou Yu",http://arxiv.org/pdf/1603.01976v1,No journal ref found,none,cs.CV,Summary20244,1603.02003v1,2016-03-07T11:04:17Z,From A to Z: Supervised Transfer of Style and Content Using Deep Neural Network Generators,"Paul Upchurch, Noah Snavely, Kavita Bala",http://arxiv.org/pdf/1603.02003v1,No journal ref found,none,cs.CV,Summary20245,1603.02078v2,2016-03-07T14:15:55Z,A novel learning-based frame pooling method for Event Detection,"Lan Wang, Chenqiang Gao, Jiang Liu, Deyu Meng",http://arxiv.org/pdf/1603.02078v2,No journal ref found,none,cs.CV,Summary20246,1603.02139v1,2016-03-07T16:26:07Z,Learning a Discriminative Null Space for Person Re-identification,"Li Zhang, Tao Xiang, Shaogang Gong",http://arxiv.org/pdf/1603.02139v1,No journal ref found,none,cs.CV,Summary20247,1603.02252v1,2016-03-07T20:51:15Z,Drift Robust Non-rigid Optical Flow Enhancement for Long Sequences,"Wenbin Li, Darren Cosker, Matthew Brown",http://arxiv.org/pdf/1603.02252v1,No journal ref found,none,cs.CV,Summary20248,1603.02253v1,2016-03-07T20:53:20Z,Blur Robust Optical Flow using Motion Channel,"Wenbin Li, Yang Chen, JeeHang Lee, Gang Ren, Darren Cosker",http://arxiv.org/pdf/1603.02253v1,No journal ref found,none,cs.CV,Summary20249,1603.02345v2,2016-03-08T00:22:59Z,Hand Segmentation for Hand-Object Interaction from Depth map,"Byeongkeun Kang, Kar-Han Tan, Hung-Shuo Tai, Daniel Tretter, Truong Q. Nguyen",http://arxiv.org/pdf/1603.02345v2,No journal ref found,none,cs.CV,Summary20250,1603.02447v1,2016-03-08T09:50:43Z,A hybrid approach based segmentation technique for brain tumor in MRI Images,"D. Anithadevi, K. Perumal",http://arxiv.org/pdf/1603.02447v1,No journal ref found,none,cs.CV,Summary20251,1603.02466v1,2016-03-08T10:31:55Z,A non-extensive entropy feature and its application to texture classification,"Seba Susan, Madasu Hanmandlu",http://arxiv.org/pdf/1603.02466v1,Neurocomputing 120 (2013): 214-225,none,cs.CV,Summary20252,1603.02518v2,2016-03-08T13:46:28Z,A New Method to Visualize Deep Neural Networks,"Luisa M. Zintgraf, Taco S. Cohen, Max Welling",http://arxiv.org/pdf/1603.02518v2,No journal ref found,none,cs.CV,Summary20253,1603.02649v1,2016-03-08T20:02:28Z,A regularization-based approach for unsupervised image segmentation,"Aleksandar Dimitriev, Matej Kristan",http://arxiv.org/pdf/1603.02649v1,No journal ref found,none,cs.CV,Summary20254,1603.02814v2,2016-03-09T08:56:45Z,Image Captioning and Visual Question Answering Based on Attributes and External Knowledge,"Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony Dick",http://arxiv.org/pdf/1603.02814v2,No journal ref found,none,cs.CV,Summary20255,1603.02844v2,2016-03-09T11:10:12Z,Fast Training of Triplet-based Deep Binary Embedding Networks,"Bohan Zhuang, Guosheng Lin, Chunhua Shen, Ian Reid",http://arxiv.org/pdf/1603.02844v2,No journal ref found,none,cs.CV,Summary20256,1603.03101v1,2016-03-09T23:49:51Z,Recursive Recurrent Nets with Attention Modeling for OCR in the Wild,"Chen-Yu Lee, Simon Osindero",http://arxiv.org/pdf/1603.03101v1,No journal ref found,none,cs.CV,Summary20257,1603.03183v2,2016-03-10T08:34:19Z,Exploring Context with Deep Structured models for Semantic Segmentation,"Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid",http://arxiv.org/pdf/1603.03183v2,No journal ref found,none,cs.CV,Summary20258,1603.03234v1,2016-03-10T12:21:50Z,Instance-Aware Hashing for Multi-Label Image Retrieval,"Hanjiang Lai, Pan Yan, Xiangbo Shu, Yunchao Wei, Shuicheng Yan",http://arxiv.org/pdf/1603.03234v1,No journal ref found,none,cs.CV,Summary20259,1603.03235v4,2016-03-10T12:23:03Z,UTSig: A Persian Offline Signature Dataset,"Amir Soleimani, Kazim Fouladi, Babak N. Araabi",http://arxiv.org/pdf/1603.03235v4,No journal ref found,none,cs.CV,Summary20260,1603.03369v3,2016-03-10T18:59:14Z,Summary Transfer: Exemplar-based Subset Selection for Video Summarization,"Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman",http://arxiv.org/pdf/1603.03369v3,No journal ref found,none,cs.CV,Summary20261,1603.03381v2,2016-03-10T19:16:43Z,Temporally coherent 4D reconstruction of complex dynamic scenes,"Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut, Adrian Hilton",http://arxiv.org/pdf/1603.03381v2,No journal ref found,none,cs.CV,Summary20262,1603.03417v1,2016-03-10T20:45:40Z,Texture Networks: Feed-forward Synthesis of Textures and Stylized Images,"Dmitry Ulyanov, Vadim Lebedev, Andrea Vedaldi, Victor Lempitsky",http://arxiv.org/pdf/1603.03417v1,No journal ref found,none,cs.CV,Summary20263,1603.03669v1,2016-03-11T15:53:58Z,Learning Gaze Transitions from Depth to Improve Video Saliency Estimation,"G. Leifman, D. Rudoy, T. Swedish, E. Bayro-Corrochano, R. Raskar",http://arxiv.org/pdf/1603.03669v1,No journal ref found,none,cs.CV,Summary20264,1603.03783v1,2016-03-11T21:06:35Z,Region Graph Based Method for Multi-Object Detection and Tracking using Depth Cameras,"Sachin Mehta, Balakrishnan Prabhakaran",http://arxiv.org/pdf/1603.03783v1,No journal ref found,none,cs.CV,Summary20265,1603.03856v1,2016-03-12T04:03:46Z,"Real-time 3D scene description using Spheres, Cones and Cylinders","Kristiyan Georgiev, Motaz Al-Hami, Rolf Lakaemper",http://arxiv.org/pdf/1603.03856v1,No journal ref found,none,cs.CV,Summary20266,1603.03875v1,2016-03-12T09:00:24Z,Towards Building an RGBD-M Scanner,"Zhe Wu, Sai-Kit Yeung, Ping Tan",http://arxiv.org/pdf/1603.03875v1,No journal ref found,none,cs.CV,Summary20267,1603.03911v2,2016-03-12T13:34:09Z,Optical Flow with Semantic Segmentation and Localized Layers,"Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black",http://arxiv.org/pdf/1603.03911v2,No journal ref found,none,cs.CV,Summary20268,1603.03915v2,2016-03-12T13:58:27Z,Robust Scene Text Recognition with Automatic Rectification,"Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai",http://arxiv.org/pdf/1603.03915v2,No journal ref found,none,cs.CV,Summary20269,1603.03925v1,2016-03-12T15:11:43Z,Image Captioning with Semantic Attention,"Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, Jiebo Luo",http://arxiv.org/pdf/1603.03925v1,No journal ref found,none,cs.CV,Summary20270,1603.03958v3,2016-03-12T19:57:17Z,Template Adaptation for Face Verification and Identification,"Nate Crosswhite, Jeffrey Byrne, Omkar M. Parkhi, Chris Stauffer, Qiong Cao, Andrew Zisserman",http://arxiv.org/pdf/1603.03958v3,No journal ref found,none,cs.CV,Summary20271,1603.03968v1,2016-03-12T21:42:18Z,Temporally Robust Global Motion Compensation by Keypoint-based Congealing,"S. Morteza Safdarnejad, Yousef Atoum, Xiaoming Liu",http://arxiv.org/pdf/1603.03968v1,No journal ref found,none,cs.CV,Summary20272,1603.03984v1,2016-03-13T02:57:34Z,An efficient Exact-PGA algorithm for constant curvature manifolds,"Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri",http://arxiv.org/pdf/1603.03984v1,No journal ref found,none,cs.CV,Summary20273,1603.04015v3,2016-03-13T10:20:25Z,Learning zeroth class dictionary for human action recognition,"Jia-xin Cai, Xin Tang, Lifang Zhang, Guocan Feng",http://arxiv.org/pdf/1603.04015v3,No journal ref found,none,cs.CV,Summary20274,1603.04026v1,2016-03-13T13:13:10Z,A comprehensive study of sparse codes on abnormality detection,"Huamin Ren, Hong Pan, Søren Ingvor Olsen, Thomas B. Moeslund",http://arxiv.org/pdf/1603.04026v1,No journal ref found,none,cs.CV,Summary20275,1603.04037v2,2016-03-13T15:09:35Z,Pose for Action - Action for Pose,"Umar Iqbal, Martin Garbade, Juergen Gall",http://arxiv.org/pdf/1603.04037v2,No journal ref found,none,cs.CV,Summary20276,1603.04042v1,2016-03-13T15:42:34Z,Deep Interactive Object Selection,"Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang",http://arxiv.org/pdf/1603.04042v1,No journal ref found,none,cs.CV,Summary20277,1603.04046v1,2016-03-13T16:29:50Z,Image and Depth from a Single Defocused Image Using Coded Aperture Photography,"Mina Masoudifar, Hamid Reza Pourreza",http://arxiv.org/pdf/1603.04046v1,No journal ref found,none,cs.CV,Summary20278,1603.04116v1,2016-03-14T03:05:53Z,Learning Binary Codes and Binary Weights for Efficient Classification,"Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen",http://arxiv.org/pdf/1603.04116v1,No journal ref found,none,cs.CV,Summary20279,1603.04117v1,2016-03-14T03:06:39Z,Multi-modal Tracking for Object based SLAM,"Prateek Singhal, Ruffin White, Henrik Christensen",http://arxiv.org/pdf/1603.04117v1,No journal ref found,none,cs.CV,Summary20280,1603.04139v2,2016-03-14T05:36:40Z,SSSC-AM: A Unified Framework for Video Co-Segmentation by Structured Sparse Subspace Clustering with Appearance and Motion Features,"Junlin Yao, Frank Nielsen",http://arxiv.org/pdf/1603.04139v2,No journal ref found,none,cs.CV,Summary20281,1603.04146v3,2016-03-14T06:44:43Z,Saliency Detection for Improving Object Proposals,"Shuhan Chen, Jindong Li, Xuelong Hu, Ping Zhou",http://arxiv.org/pdf/1603.04146v3,No journal ref found,none,cs.CV,Summary20282,1603.04150v1,2016-03-14T06:54:39Z,Regression-based Hypergraph Learning for Image Clustering and Classification,"Sheng Huang, Dan Yang, Bo Liu, Xiaohong Zhang",http://arxiv.org/pdf/1603.04150v1,No journal ref found,none,cs.CV,Summary20283,1603.04203v1,2016-03-14T10:58:23Z,Graph Based Sinogram Denoising for Tomographic Reconstructions,"Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund",http://arxiv.org/pdf/1603.04203v1,No journal ref found,none,cs.CV,Summary20284,1603.04265v1,2016-03-14T13:57:19Z,Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model,"Tae Hyun Kim, Seungjun Nah, Kyoung Mu Lee",http://arxiv.org/pdf/1603.04265v1,No journal ref found,none,cs.CV,Summary20285,1603.04308v1,2016-03-14T15:40:38Z,Diversity in Object Proposals,"Anton Winschel, Rainer Lienhart, Christian Eggert",http://arxiv.org/pdf/1603.04308v1,No journal ref found,none,cs.CV,Summary20286,1603.04327v1,2016-03-14T16:26:32Z,Automatic Discrimination of Color Retinal Images using the Bag of Words Approach,Ibrahim Sadek,http://arxiv.org/pdf/1603.04327v1,No journal ref found,none,cs.CV,Summary20287,1603.04392v1,2016-03-14T19:03:53Z,Rapid building detection using machine learning,"Joseph Paul Cohen, Wei Ding, Caitlin Kuhlman, Aijun Chen, Liping Di",http://arxiv.org/pdf/1603.04392v1,No journal ref found,none,cs.CV,Summary20288,1603.04408v2,2016-03-14T19:32:57Z,U-CATCH: Using Color ATtribute of image patCHes in binary descriptors,"Ozgur Yilmaz, Alisher Abdulkhaev",http://arxiv.org/pdf/1603.04408v2,No journal ref found,none,cs.CV,Summary20289,1603.04525v2,2016-03-15T01:55:14Z,Pushing the Limits of Deep CNNs for Pedestrian Detection,"Qichang Hu, Peng Wang, Chunhua Shen, Anton van den Hengel, Fatih Porikli",http://arxiv.org/pdf/1603.04525v2,No journal ref found,none,cs.CV,Summary20290,1603.04550v1,2016-03-15T04:30:34Z,Effective Computer Model For Recognizing Nationality From Frontal Image,"Bat-Erdene Batsukh, Ganbat Tsend",http://arxiv.org/pdf/1603.04550v1,No journal ref found,none,cs.CV,Summary20291,1603.04588v1,2016-03-15T08:31:04Z,Classification with Repulsion Tensors: A Case Study on Face Recognition,Hawren Fang,http://arxiv.org/pdf/1603.04588v1,No journal ref found,none,cs.CV,Summary20292,1603.04614v1,2016-03-15T09:53:32Z,Scalable Image Retrieval by Sparse Product Quantization,"Qingqun Ning, Jianke Zhu, Zhiyuan Zhong, Steven C. H. Hoi, Chun Chen",http://arxiv.org/pdf/1603.04614v1,No journal ref found,none,cs.CV,Summary20293,1603.04619v2,2016-03-15T10:21:47Z,Image Co-localization by Mimicking a Good Detectors Confidence Score Distribution,"Yao Li, Linqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1603.04619v2,No journal ref found,none,cs.CV,Summary20294,1603.04713v1,2016-03-15T14:57:44Z,Modeling Time Series Similarity with Siamese Recurrent Networks,"Wenjie Pei, David M. J. Tax, Laurens van der Maaten",http://arxiv.org/pdf/1603.04713v1,No journal ref found,none,cs.CV,Summary20295,1603.04771v2,2016-03-15T17:35:26Z,A Neural Approach to Blind Motion Deblurring,Ayan Chakrabarti,http://arxiv.org/pdf/1603.04771v2,No journal ref found,none,cs.CV,Summary20296,1603.04838v2,2016-03-15T19:51:10Z,Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection,"Yongchao Xu, Thierry Géraud, Laurent Najman",http://arxiv.org/pdf/1603.04838v2,No journal ref found,none,cs.CV,Summary20297,1603.04868v3,2016-03-15T20:02:38Z,Efficient Global Point Cloud Alignment using Bayesian Nonparametric Mixtures,"Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III",http://arxiv.org/pdf/1603.04868v3,No journal ref found,none,cs.CV,Summary20298,1603.04871v1,2016-03-15T20:10:48Z,Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation,"Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas Breuel, Yizhou Yu",http://arxiv.org/pdf/1603.04871v1,No journal ref found,none,cs.CV,Summary20299,1603.04908v2,2016-03-15T22:29:03Z,First Person Action-Object Detection with EgoNet,"Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi",http://arxiv.org/pdf/1603.04908v2,No journal ref found,none,cs.CV,Summary20300,1603.04922v3,2016-03-16T00:09:41Z,DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding,"Yinda Zhang, Mingru Bai, Pushmeet Kohli, Shahram Izadi, Jianxiong Xiao",http://arxiv.org/pdf/1603.04922v3,No journal ref found,none,cs.CV,Summary20301,1603.04992v2,2016-03-16T08:57:15Z,Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue,"Ravi Garg, Vijay Kumar BG, Gustavo Carneiro, Ian Reid",http://arxiv.org/pdf/1603.04992v2,No journal ref found,none,cs.CV,Summary20302,1603.05015v1,2016-03-16T10:04:38Z,Non-linear Dimensionality Regularizer for Solving Inverse Problems,"Ravi Garg, Anders Eriksson, Ian Reid",http://arxiv.org/pdf/1603.05015v1,No journal ref found,none,cs.CV,Summary20303,1603.05073v2,2016-03-16T12:57:10Z,Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device,"Warren Rieutort-Louis, Ognjen Arandjelovic",http://arxiv.org/pdf/1603.05073v2,No journal ref found,none,cs.CV,Summary20304,1603.05279v4,2016-03-16T20:56:21Z,XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks,"Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, Ali Farhadi",http://arxiv.org/pdf/1603.05279v4,No journal ref found,none,cs.CV,Summary20305,1603.05335v1,2016-03-17T02:18:30Z,Saliency Detection with Spaces of Background-based Distribution,"Tong Zhao, Lin Li, Xinghao Ding, Yue Huang, Delu Zeng",http://arxiv.org/pdf/1603.05335v1,No journal ref found,none,cs.CV,Summary20306,1603.05600v1,2016-03-17T18:12:33Z,"""What happens if..."" Learning to Predict the Effect of Forces in Images","Roozbeh Mottaghi, Mohammad Rastegari, Abhinav Gupta, Ali Farhadi",http://arxiv.org/pdf/1603.05600v1,No journal ref found,none,cs.CV,Summary20307,1603.05631v2,2016-03-17T19:33:20Z,Generative Image Modeling using Style and Structure Adversarial Networks,"Xiaolong Wang, Abhinav Gupta",http://arxiv.org/pdf/1603.05631v2,No journal ref found,none,cs.CV,Summary20308,1603.05763v1,2016-03-18T04:05:35Z,From line segments to more organized Gestalts,"Boshra Rajaei, Rafael Grompone von Gioi, Jean-Michel Morel",http://arxiv.org/pdf/1603.05763v1,No journal ref found,none,cs.CV,Summary20309,1603.05772v1,2016-03-18T05:45:39Z,Learning to Navigate the Energy Landscape,"Julien Valentin, Angela Dai, Matthias Nießner, Pushmeet Kohli, Philip Torr, Shahram Izadi, Cem Keskin",http://arxiv.org/pdf/1603.05772v1,No journal ref found,none,cs.CV,Summary20310,1603.05930v1,2016-03-18T17:32:30Z,Geometric Hypergraph Learning for Visual Tracking,"Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu",http://arxiv.org/pdf/1603.05930v1,No journal ref found,none,cs.CV,Summary20311,1603.05955v1,2016-03-18T18:46:36Z,Transferring Learned Microcalcification Group Detection from 2D Mammography to 3D Digital Breast Tomosynthesis Using a Hierarchical Model and Scope-based Normalization Features,"Yin Yin, Sergei V. Fotin, Hrishikesh Haldankar, Jeffrey W. Hoffmeister, Senthil Periaswamy",http://arxiv.org/pdf/1603.05955v1,No journal ref found,none,cs.CV,Summary20312,1603.06036v2,2016-03-19T03:29:57Z,Fractal Dimension Invariant Filtering and Its CNN-based Implementation,"Hongteng Xu, Junchi Yan, Nils Persson, Weiyao Lin, Hongyuan Zha",http://arxiv.org/pdf/1603.06036v2,No journal ref found,none,cs.CV,Summary20313,1603.06041v2,2016-03-19T03:45:44Z,Learning Image Matching by Simply Watching Video,"Gucan Long, Laurent Kneip, Jose M. Alvarez, Hongdong Li",http://arxiv.org/pdf/1603.06041v2,No journal ref found,none,cs.CV,Summary20314,1603.06093v1,2016-03-19T13:36:02Z,Large scale near-duplicate image retrieval using Triples of Adjacent Ranked Features (TARF) with embedded geometric information,"Sergei Fedorov, Olga Kacher",http://arxiv.org/pdf/1603.06093v1,No journal ref found,none,cs.CV,Summary20315,1603.06098v3,2016-03-19T14:13:42Z,"Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation","Alexander Kolesnikov, Christoph H. Lampert",http://arxiv.org/pdf/1603.06098v3,No journal ref found,none,cs.CV,Summary20316,1603.06121v1,2016-03-19T17:46:45Z,Buried object detection using handheld WEMI with task-driven extended functions of multiple instances,"Matthew Cook, Alina Zare, Dominic Ho",http://arxiv.org/pdf/1603.06121v1,No journal ref found,none,cs.CV,Summary20317,1603.06140v3,2016-03-19T20:33:50Z,Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI),"Brendan Alvey, Alina Zare, Matthew Cook, Dominic K. Ho",http://arxiv.org/pdf/1603.06140v3,No journal ref found,none,cs.CV,Summary20318,1603.06169v2,2016-03-20T00:47:46Z,Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks,"Alexander Gomez, Augusto Salazar, Francisco Vargas",http://arxiv.org/pdf/1603.06169v2,No journal ref found,none,cs.CV,Summary20319,1603.06180v1,2016-03-20T04:10:53Z,Segmentation from Natural Language Expressions,"Ronghang Hu, Marcus Rohrbach, Trevor Darrell",http://arxiv.org/pdf/1603.06180v1,No journal ref found,none,cs.CV,Summary20320,1603.06182v5,2016-03-20T04:28:21Z,Modelling Temporal Information Using Discrete Fourier Transform for Video Classification,Haimin Zhang,http://arxiv.org/pdf/1603.06182v5,No journal ref found,none,cs.CV,Summary20321,1603.06201v2,2016-03-20T11:09:30Z,A Survey on Object Detection in Optical Remote Sensing Images,"Gong Cheng, Junwei Han",http://arxiv.org/pdf/1603.06201v2,"ISPRS Journal of Photogrammetry and Remote Sensing, 117: 11-28, 2016",none,cs.CV,Summary20322,1603.06208v2,2016-03-20T12:20:06Z,RotationNet: Joint Learning of Object Classification and Viewpoint Estimation using Unaligned 3D Object Dataset,"Asako Kanezaki, Yasuyuki Matsushita, Yoshifumi Nishida",http://arxiv.org/pdf/1603.06208v2,No journal ref found,none,cs.CV,Summary20323,1603.06327v1,2016-03-21T05:30:48Z,Deep Self-Convolutional Activations Descriptor for Dense Cross-Modal Correspondence,"Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn",http://arxiv.org/pdf/1603.06327v1,No journal ref found,none,cs.CV,Summary20324,1603.06359v1,2016-03-21T09:10:38Z,Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields,"Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin",http://arxiv.org/pdf/1603.06359v1,No journal ref found,none,cs.CV,Summary20325,1603.06398v1,2016-03-21T12:01:36Z,Appearance Harmonization for Single Image Shadow Removal,"Liqian Ma, Jue Wang, Eli Shechtman, Kalyan Sunkavalli, Shimin Hu",http://arxiv.org/pdf/1603.06398v1,No journal ref found,none,cs.CV,Summary20326,1603.06432v2,2016-03-21T14:20:41Z,Beyond Sharing Weights for Deep Domain Adaptation,"Artem Rozantsev, Mathieu Salzmann, Pascal Fua",http://arxiv.org/pdf/1603.06432v2,No journal ref found,none,cs.CV,Summary20327,1603.06433v1,2016-03-21T14:23:00Z,Illumination-invariant image mosaic calculation based on logarithmic search,Wolfgang Konen,http://arxiv.org/pdf/1603.06433v1,No journal ref found,none,cs.CV,Summary20328,1603.06463v3,2016-03-21T15:42:22Z,Controlling Explanatory Heatmap Resolution and Semantics via Decomposition Depth,"Sebastian Bach, Alexander Binder, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1603.06463v3,No journal ref found,none,cs.CV,Summary20329,1603.06470v2,2016-03-21T15:55:30Z,Frankenstein: Learning Deep Face Representations using Small Data,"Guosheng Hu, Xiaojiang Peng, Yongxin Yang, Timothy Hospedales, Jakob Verbeek",http://arxiv.org/pdf/1603.06470v2,No journal ref found,none,cs.CV,Summary20330,1603.06496v1,2016-03-21T16:54:41Z,Instance Influence Estimation for Hyperspectral Target Signature Characterization using Extended Functions of Multiple Instances,"Sheng Zou, Alina Zare",http://arxiv.org/pdf/1603.06496v1,No journal ref found,none,cs.CV,Summary20331,1603.06568v2,2016-03-20T04:46:00Z,Modelling Temporal Information Using Discrete Fourier Transform for Recognizing Emotions in User-generated Videos,"Haimin Zhang, Min Xu",http://arxiv.org/pdf/1603.06568v2,No journal ref found,none,cs.CV,Summary20332,1603.06655v1,2016-03-22T01:27:50Z,Input Aggregated Network for Face Video Representation,"Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei",http://arxiv.org/pdf/1603.06655v1,No journal ref found,none,cs.CV,Summary20333,1603.06668v2,2016-03-22T04:08:01Z,Learning Representations for Automatic Colorization,"Gustav Larsson, Michael Maire, Gregory Shakhnarovich",http://arxiv.org/pdf/1603.06668v2,No journal ref found,none,cs.CV,Summary20334,1603.06669v1,2016-03-22T04:09:34Z,Implementation of a FPGA-Based Feature Detection and Networking System for Real-time Traffic Monitoring,"Jieshi Chen, Benjamin Carrion Schafer, Ivan Wang-Hei Ho",http://arxiv.org/pdf/1603.06669v1,No journal ref found,none,cs.CV,Summary20335,1603.06678v1,2016-03-22T05:42:31Z,Stitching Stabilizer: Two-frame-stitching Video Stabilization for Embedded Systems,Masaki Satoh,http://arxiv.org/pdf/1603.06678v1,No journal ref found,none,cs.CV,Summary20336,1603.06680v1,2016-03-22T06:30:19Z,Image Super-Resolution Based on Sparsity Prior via Smoothed $l_0$ Norm,"Mohammad Rostami, Zhou Wang",http://arxiv.org/pdf/1603.06680v1,No journal ref found,none,cs.CV,Summary20337,1603.06759v1,2016-03-22T12:33:11Z,Convolution in Convolution for Network in Network,"Yanwei Pang, Manli Sun, Xiaoheng Jiang, Xuelong Li",http://arxiv.org/pdf/1603.06759v1,No journal ref found,none,cs.CV,Summary20338,1603.06765v3,2016-03-22T12:45:20Z,Fine-Grained Recognition with Automatic and Efficient Part Attention,"Xiao Liu, Tian Xia, Jiang Wang, Yi Yang, Feng Zhou, Yuanqing Lin",http://arxiv.org/pdf/1603.06765v3,No journal ref found,none,cs.CV,Summary20339,1603.06777v1,2016-03-22T13:20:36Z,Energy-Efficient ConvNets Through Approximate Computing,"Bert Moons, Bert De Brabandere, Luc Van Gool, Marian Verhelst",http://arxiv.org/pdf/1603.06777v1,No journal ref found,none,cs.CV,Summary20340,1603.06812v3,2016-03-22T14:44:28Z,Con-Patch: When a Patch Meets its Context,"Yaniv Romano, Michael Elad",http://arxiv.org/pdf/1603.06812v3,No journal ref found,none,cs.CV,Summary20341,1603.06937v2,2016-03-22T19:56:42Z,Stacked Hourglass Networks for Human Pose Estimation,"Alejandro Newell, Kaiyu Yang, Jia Deng",http://arxiv.org/pdf/1603.06937v2,No journal ref found,none,cs.CV,Summary20342,1603.06987v2,2016-03-22T21:19:42Z,Knowledge Transfer for Scene-specific Motion Prediction,"Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese",http://arxiv.org/pdf/1603.06987v2,No journal ref found,none,cs.CV,Summary20343,1603.06995v4,2016-03-22T21:37:33Z,Multi-Scale Convolutional Neural Networks for Time Series Classification,"Zhicheng Cui, Wenlin Chen, Yixin Chen",http://arxiv.org/pdf/1603.06995v4,No journal ref found,none,cs.CV,Summary20344,1603.07027v2,2016-03-22T23:21:26Z,MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes,"Ethan Rudd, Manuel Günther, Terrance Boult",http://arxiv.org/pdf/1603.07027v2,No journal ref found,none,cs.CV,Summary20345,1603.07054v3,2016-03-23T02:41:59Z,A Richly Annotated Dataset for Pedestrian Attribute Recognition,"Dangwei Li, Zhang Zhang, Xiaotang Chen, Haibin Ling, Kaiqi Huang",http://arxiv.org/pdf/1603.07054v3,No journal ref found,none,cs.CV,Summary20346,1603.07057v2,2016-03-23T02:57:15Z,Do We Really Need to Collect Millions of Faces for Effective Face Recognition?,"Iacopo Masi, Anh Tuan Tran, Jatuporn Toy Leksut, Tal Hassner, Gerard Medioni",http://arxiv.org/pdf/1603.07057v2,No journal ref found,none,cs.CV,Summary20347,1603.07063v1,2016-03-23T03:31:02Z,Semantic Object Parsing with Graph LSTM,"Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan",http://arxiv.org/pdf/1603.07063v1,No journal ref found,none,cs.CV,Summary20348,1603.07076v3,2016-03-23T06:24:19Z,Towards Viewpoint Invariant 3D Human Pose Estimation,"Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei",http://arxiv.org/pdf/1603.07076v3,No journal ref found,none,cs.CV,Summary20349,1603.07120v2,2016-03-23T10:22:12Z,Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos,"Amir Shahroudy, Tian-Tsong Ng, Yihong Gong, Gang Wang",http://arxiv.org/pdf/1603.07120v2,No journal ref found,none,cs.CV,Summary20350,1603.07123v1,2016-03-23T10:25:20Z,Robust cDNA microarray image segmentation and analysis technique based on Hough circle transform,"R. M. Farouk, M. A. SayedElahl",http://arxiv.org/pdf/1603.07123v1,"HFSP JOURNAL ISSN:1955-2068,Vol.9, Issue.7, part.1 Human Frontier Science Program , HFSP JOURNAL ISSN:1955-2068",none,cs.CV,Summary20351,1603.07141v1,2016-03-23T11:30:24Z,BreakingNews: Article Annotation by Image and Text Processing,"Arnau Ramisa, Fei Yan, Francesc Moreno-Noguer, Krystian Mikolajczyk",http://arxiv.org/pdf/1603.07141v1,No journal ref found,none,cs.CV,Summary20352,1603.07188v2,2016-03-23T14:01:03Z,Learning Semantic Segmentation with Weakly-Annotated Videos,"Pavel Tokmakov, Karteek Alahari, Cordelia Schmid",http://arxiv.org/pdf/1603.07188v2,No journal ref found,none,cs.CV,Summary20353,1603.07234v1,2016-03-23T15:28:29Z,Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction,"Rahaf Aljundi, Tinne Tuytelaars",http://arxiv.org/pdf/1603.07234v1,No journal ref found,none,cs.CV,Summary20354,1603.07254v1,2016-03-23T16:19:29Z,Gaussian Process Morphable Models,"Marcel Lüthi, Christoph Jud, Thomas Gerig, Thomas Vetter",http://arxiv.org/pdf/1603.07254v1,No journal ref found,none,cs.CV,Summary20355,1603.07388v1,2016-03-23T23:16:40Z,Face Recognition Using Deep Multi-Pose Representations,"Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni",http://arxiv.org/pdf/1603.07388v1,No journal ref found,none,cs.CV,Summary20356,1603.07415v1,2016-03-24T02:18:37Z,Attentive Contexts for Object Detection,"Jianan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1603.07415v1,No journal ref found,none,cs.CV,Summary20357,1603.07475v1,2016-03-24T08:43:14Z,Fine-scale Surface Normal Estimation using a Single NIR Image,"Youngjin Yoon, Gyeongmin Choe, Namil Kim, Joon-Young Lee, In So Kweon",http://arxiv.org/pdf/1603.07475v1,No journal ref found,none,cs.CV,Summary20358,1603.07485v2,2016-03-24T09:04:16Z,Simple Does It: Weakly Supervised Instance and Semantic Segmentation,"Anna Khoreva, Rodrigo Benenson, Jan Hosang, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1603.07485v2,No journal ref found,none,cs.CV,Summary20359,1603.07604v1,2016-03-24T14:45:51Z,Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition,"Yan Yan, Hanzi Wang, David Suter",http://arxiv.org/pdf/1603.07604v1,"Pattern Recognition, volume 47, 11, pages3487--3501, (2014)",none,cs.CV,Summary20360,1603.07625v1,2016-03-24T15:28:26Z,Position and Vector Detection of Blind Spot motion with the Horn-Schunck Optical Flow,"Stephen Yu, Mike Wu",http://arxiv.org/pdf/1603.07625v1,No journal ref found,none,cs.CV,Summary20361,1603.07697v2,2016-03-24T18:35:41Z,Joint Projection and Dictionary Learning using Low-rank Regularization and Graph Constraints,"Homa Foroughi, Nilanjan Ray, Hong Zhang",http://arxiv.org/pdf/1603.07697v2,No journal ref found,none,cs.CV,Summary20362,1603.07745v1,2016-03-24T20:39:24Z,Coarse-to-Fine Segmentation With Shape-Tailored Scale Spaces,"Ganesh Sundaramoorthi, Naeemullah Khan, Byung-Woo Hong",http://arxiv.org/pdf/1603.07745v1,No journal ref found,none,cs.CV,Summary20363,1603.07763v1,2016-03-24T21:46:49Z,Seeing Invisible Poses: Estimating 3D Body Pose from Egocentric Video,"Hao Jiang, Kristen Grauman",http://arxiv.org/pdf/1603.07763v1,No journal ref found,none,cs.CV,Summary20364,1603.07797v1,2016-03-25T01:10:53Z,Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition,"Yan Yan, Hanzi Wang, Si Chen, Xiaochun Cao, David Zhang",http://arxiv.org/pdf/1603.07797v1,No journal ref found,none,cs.CV,Summary20365,1603.07800v1,2016-03-25T01:36:41Z,An Effective Unconstrained Correlation Filter and Its Kernelization for Face Recognition,"Yan Yan, Hanzi Wang, Cuihua Li, Chenhui Yang, Bineng Zhong",http://arxiv.org/pdf/1603.07800v1,"Neurocomputing, 119, pp.201-211, 2013",none,cs.CV,Summary20366,1603.07807v1,2016-03-25T02:29:40Z,Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting,"Hanzi Wang, Guobao Xiao, Yan Yan, David Suter",http://arxiv.org/pdf/1603.07807v1,No journal ref found,none,cs.CV,Summary20367,1603.07823v1,2016-03-25T05:20:08Z,Training-Free Synthesized Face Sketch Recognition Using Image Quality Assessment Metrics,"Nannan Wang, Jie Li, Leiyu Sun, Bin Song, Xinbo Gao",http://arxiv.org/pdf/1603.07823v1,No journal ref found,none,cs.CV,Summary20368,1603.07957v1,2016-03-25T16:44:35Z,Object Recognition Based on Amounts of Unlabeled Data,"Fuqiang Liu, Fukun Bi, Liang Chen",http://arxiv.org/pdf/1603.07957v1,No journal ref found,none,cs.CV,Summary20369,1603.07965v1,2016-03-25T17:16:00Z,Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database,"Xiaosong Wang, Le Lu, Hoo-chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald Summers",http://arxiv.org/pdf/1603.07965v1,No journal ref found,none,cs.CV,Summary20370,1603.07998v2,2016-03-25T19:57:03Z,Friction from Reflectance: Deep Reflectance Codes for Predicting Physical Surface Properties from One-Shot In-Field Reflectance,"Hang Zhang, Kristin Dana, Ko Nishino",http://arxiv.org/pdf/1603.07998v2,No journal ref found,none,cs.CV,Summary20371,1603.08039v1,2016-03-25T21:27:31Z,An Empirical Study of Dimensional Reduction Techniques for Facial Action Units Detection,"Zhuo Hui, Wen-Sheng Chu",http://arxiv.org/pdf/1603.08039v1,No journal ref found,none,cs.CV,Summary20372,1603.08067v1,2016-03-26T03:45:00Z,Recognizing Car Fluents from Video,"Bo Li, Tianfu Wu, Caiming Xiong, Song-Chun Zhu",http://arxiv.org/pdf/1603.08067v1,No journal ref found,none,cs.CV,Summary20373,1603.08070v1,2016-03-26T03:55:53Z,A generalized flow for multi-class and binary classification tasks: An Azure ML approach,"Matthew Bihis, Sohini Roychowdhury",http://arxiv.org/pdf/1603.08070v1,"Big Data (Big Data), 2015 IEEE International Conference on, Santa Clara, CA, 2015, pp. 1728-1737",none,cs.CV,Summary20374,1603.08071v1,2016-03-26T04:07:30Z,Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework,Sohini Roychowdhury,http://arxiv.org/pdf/1603.08071v1,No journal ref found,none,cs.CV,Summary20375,1603.08081v1,2016-03-26T07:09:58Z,On Fast Bilateral Filtering using Fourier Kernels,"Sanjay Ghosh, Kunal N. Chaudhury",http://arxiv.org/pdf/1603.08081v1,No journal ref found,none,cs.CV,Summary20376,1603.08092v1,2016-03-26T09:33:30Z,Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection,"Jianyu Tang, Hanzi Wang, Yan Yan",http://arxiv.org/pdf/1603.08092v1,"Neurocomputing, 2015,152(3):236-249",none,cs.CV,Summary20377,1603.08095v1,2016-03-26T10:04:41Z,Blind signal separation and identification of mixtures of images,"Felipe P. do Carmo, Joaquim T. de Assis, Vania V. Estrela, Alessandra M. Coelho",http://arxiv.org/pdf/1603.08095v1,No journal ref found,none,cs.CV,Summary20378,1603.08105v1,2016-03-26T13:22:55Z,Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets,"Ayush Mittal, Anant Raj, Vinay P. Namboodiri, Tinne Tuytelaars",http://arxiv.org/pdf/1603.08105v1,No journal ref found,none,cs.CV,Summary20379,1603.08108v1,2016-03-26T13:45:01Z,Support Driven Wavelet Frame-based Image Deblurring,"Liangtian He, Yilun Wang, Zhaoyin Xiang",http://arxiv.org/pdf/1603.08108v1,No journal ref found,none,cs.CV,Summary20380,1603.08109v1,2016-03-26T14:05:34Z,Fast and Provably Accurate Bilateral Filtering,"Kunal N. Chaudhury, Swapnil D. Dabhade",http://arxiv.org/pdf/1603.08109v1,No journal ref found,none,cs.CV,Summary20381,1603.08120v3,2016-03-26T16:08:13Z,Nonrigid Optical Flow Ground Truth for Real-World Scenes with Time-Varying Shading Effects,"Wenbin Li, Darren Cosker, Zhihan Lv, Matthew Brown",http://arxiv.org/pdf/1603.08120v3,No journal ref found,none,cs.CV,Summary20382,1603.08124v1,2016-03-26T17:13:25Z,Video Interpolation using Optical Flow and Laplacian Smoothness,"Wenbin Li, Darren Cosker",http://arxiv.org/pdf/1603.08124v1,No journal ref found,none,cs.CV,Summary20383,1603.08152v2,2016-03-26T22:56:53Z,How useful is photo-realistic rendering for visual learning?,"Yair Movshovitz-Attias, Takeo Kanade, Yaser Sheikh",http://arxiv.org/pdf/1603.08152v2,No journal ref found,none,cs.CV,Summary20384,1603.08161v2,2016-03-27T02:09:03Z,VolumeDeform: Real-time Volumetric Non-rigid Reconstruction,"Matthias Innmann, Michael Zollhöfer, Matthias Nießner, Christian Theobalt, Marc Stamminger",http://arxiv.org/pdf/1603.08161v2,No journal ref found,none,cs.CV,Summary20385,1603.08182v2,2016-03-27T06:43:52Z,3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions,"Andy Zeng, Shuran Song, Matthias Nießner, Matthew Fisher, Jianxiong Xiao, Thomas Funkhouser",http://arxiv.org/pdf/1603.08182v2,No journal ref found,none,cs.CV,Summary20386,1603.08199v4,2016-03-27T10:34:22Z,Recurrent Mixture Density Network for Spatiotemporal Visual Attention,"Loris Bazzani, Hugo Larochelle, Lorenzo Torresani",http://arxiv.org/pdf/1603.08199v4,No journal ref found,none,cs.CV,Summary20387,1603.08240v1,2016-03-27T18:03:28Z,DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination,"Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Luc Van Gool, Tinne Tuytelaars",http://arxiv.org/pdf/1603.08240v1,No journal ref found,none,cs.CV,Summary20388,1603.08323v1,2016-03-28T06:38:56Z,Hierarchy of Groups Evaluation Using Different F-score Variants,"Michał Spytkowski, Łukasz P. Olech, Halina Kwaśnicka",http://arxiv.org/pdf/1603.08323v1,"ACIIDS 2016, Da Nang, Vietnam, March 14-16, 2016, pp. 654 (Springer Berlin Heidelberg)",none,cs.CV,Summary20389,1603.08328v1,2016-03-28T07:27:49Z,Continuous Stereo Matching using Local Expansion Moves,"Tatsunori Taniai, Yasuyuki Matsushita, Yoichi Sato, Takeshi Naemura",http://arxiv.org/pdf/1603.08328v1,No journal ref found,none,cs.CV,Summary20390,1603.08486v1,2016-03-28T19:02:07Z,Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation,"Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M Summers",http://arxiv.org/pdf/1603.08486v1,No journal ref found,none,cs.CV,Summary20391,1603.08511v5,2016-03-28T19:58:19Z,Colorful Image Colorization,"Richard Zhang, Phillip Isola, Alexei A. Efros",http://arxiv.org/pdf/1603.08511v5,No journal ref found,none,cs.CV,Summary20392,1603.08592v1,2016-03-28T23:47:25Z,Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance,"Bor-Jeng Chen, Gerard Medioni",http://arxiv.org/pdf/1603.08592v1,No journal ref found,none,cs.CV,Summary20393,1603.08597v1,2016-03-29T00:34:07Z,The Conditional Lucas & Kanade Algorithm,"Chen-Hsuan Lin, Rui Zhu, Simon Lucey",http://arxiv.org/pdf/1603.08597v1,No journal ref found,none,cs.CV,Summary20394,1603.08631v1,2016-03-29T04:30:07Z,Classification of Alzheimers Disease using fMRI Data and Deep Learning Convolutional Neural Networks,"Saman Sarraf, Ghassem Tofighi",http://arxiv.org/pdf/1603.08631v1,No journal ref found,none,cs.CV,Summary20395,1603.08637v2,2016-03-29T04:36:18Z,Learning a Predictable and Generative Vector Representation for Objects,"Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta",http://arxiv.org/pdf/1603.08637v2,No journal ref found,none,cs.CV,Summary20396,1603.08678v1,2016-03-29T08:37:26Z,Instance-sensitive Fully Convolutional Networks,"Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun",http://arxiv.org/pdf/1603.08678v1,No journal ref found,none,cs.CV,Summary20397,1603.08695v2,2016-03-29T09:33:44Z,Learning to Refine Object Segments,"Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollàr",http://arxiv.org/pdf/1603.08695v2,No journal ref found,none,cs.CV,Summary20398,1603.08720v1,2016-03-29T10:54:21Z,Multi-Band Image Fusion Based on Spectral Unmixing,"Qi Wei, Jose Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon Godsill",http://arxiv.org/pdf/1603.08720v1,No journal ref found,none,cs.CV,Summary20399,1603.08754v1,2016-03-29T13:04:21Z,Multi-Cue Zero-Shot Learning with Strong Supervision,"Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele",http://arxiv.org/pdf/1603.08754v1,No journal ref found,none,cs.CV,Summary20400,1603.08810v1,2016-03-29T15:24:43Z,Scalable Solution for Approximate Nearest Subspace Search,"Masakazu Iwamura, Masataka Konishi, Koichi Kise",http://arxiv.org/pdf/1603.08810v1,No journal ref found,none,cs.CV,Summary20401,1603.08895v2,2016-03-29T19:24:38Z,Latent Embeddings for Zero-shot Classification,"Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1603.08895v2,No journal ref found,none,cs.CV,Summary20402,1603.08907v1,2016-03-29T19:47:46Z,Cross-modal Supervision for Learning Active Speaker Detection in Video,"Punarjay Chakravarty, Tinne Tuytelaars",http://arxiv.org/pdf/1603.08907v1,No journal ref found,none,cs.CV,Summary20403,1603.08968v1,2016-03-29T21:07:16Z,FAST: Free Adaptive Super-Resolution via Transfer for Compressed Videos,"Zhengdong Zhang, Vivienne Sze",http://arxiv.org/pdf/1603.08968v1,No journal ref found,none,cs.CV,Summary20404,1603.09016v2,2016-03-30T01:55:33Z,Rich Image Captioning in the Wild,"Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz",http://arxiv.org/pdf/1603.09016v2,No journal ref found,none,cs.CV,Summary20405,1603.09027v1,2016-03-30T03:09:15Z,Palmprint Recognition Using Deep Scattering Convolutional Network,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1603.09027v1,No journal ref found,none,cs.CV,Summary20406,1603.09037v1,2016-03-30T04:40:31Z,Vector Quantization for Machine Vision,Vincenzo Liguori,http://arxiv.org/pdf/1603.09037v1,No journal ref found,none,cs.CV,Summary20407,1603.09046v1,2016-03-30T05:48:05Z,Dense Image Representation with Spatial Pyramid VLAD Coding of CNN for Locally Robust Captioning,"Andrew Shin, Masataka Yamaguchi, Katsunori Ohnishi, Tatsuya Harada",http://arxiv.org/pdf/1603.09046v1,No journal ref found,none,cs.CV,Summary20408,1603.09056v2,2016-03-30T07:16:05Z,Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections,"Xiao-Jiao Mao, Chunhua Shen, Yu-Bin Yang",http://arxiv.org/pdf/1603.09056v2,No journal ref found,none,cs.CV,Summary20409,1603.09065v1,2016-03-30T07:52:22Z,Structured Feature Learning for Pose Estimation,"Xiao Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang",http://arxiv.org/pdf/1603.09065v1,No journal ref found,none,cs.CV,Summary20410,1603.09095v3,2016-03-30T09:24:40Z,Learning Local Descriptors by Optimizing the Keypoint-Correspondence Criterion,"Nenad Markuš, Igor S. Pandžić, Jörgen Ahlberg",http://arxiv.org/pdf/1603.09095v3,No journal ref found,none,cs.CV,Summary20411,1603.09114v2,2016-03-30T10:33:18Z,LIFT: Learned Invariant Feature Transform,"Kwang Moo Yi, Eduard Trulls, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1603.09114v2,No journal ref found,none,cs.CV,Summary20412,1603.09129v1,2016-03-30T11:11:29Z,Exploiting Facial Landmarks for Emotion Recognition in the Wild,Matthew Day,http://arxiv.org/pdf/1603.09129v1,No journal ref found,none,cs.CV,Summary20413,1603.09200v1,2016-03-30T14:03:18Z,Unsupervised Understanding of Location and Illumination Changes in Egocentric Videos,"Alejandro Betancourt, Natalia Díaz-Rodríguez, Emilia Barakova, Lucio Marcenaro, Matthias Rauterberg, Carlo Regazzoni",http://arxiv.org/pdf/1603.09200v1,No journal ref found,none,cs.CV,Summary20414,1603.09246v2,2016-03-30T15:27:37Z,Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles,"Mehdi Noroozi, Paolo Favaro",http://arxiv.org/pdf/1603.09246v2,No journal ref found,none,cs.CV,Summary20415,1603.09302v2,2016-03-30T18:27:22Z,Confidence driven TGV fusion,"Valsamis Ntouskos, Fiora Pirri",http://arxiv.org/pdf/1603.09302v2,No journal ref found,none,cs.CV,Summary20416,1603.09364v1,2016-03-30T20:15:08Z,Partial Face Detection for Continuous Authentication,"Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa",http://arxiv.org/pdf/1603.09364v1,"2016 IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA, 2016, pp. 2991-2995",none,cs.CV,Summary20417,1603.09423v1,2016-03-31T00:16:31Z,Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network,"Tong He, Weilin Huang, Yu Qiao, Jian Yao",http://arxiv.org/pdf/1603.09423v1,No journal ref found,none,cs.CV,Summary20418,1603.09439v2,2016-03-31T02:19:53Z,The Open World of Micro-Videos,"Phuc Xuan Nguyen, Gregory Rogez, Charless Fowlkes, Deva Ramanan",http://arxiv.org/pdf/1603.09439v2,No journal ref found,none,cs.CV,Summary20419,1603.09446v2,2016-03-31T03:21:33Z,Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs,"Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai",http://arxiv.org/pdf/1603.09446v2,No journal ref found,none,cs.CV,Summary20420,1603.09454v1,2016-03-31T04:58:25Z,Exemplar-AMMs: Recognizing Crowd Movements from Pedestrian Trajectories,"Wenxi Liu, Rynson W. H. Lau, Xiaogang Wang, Dinesh Manocha",http://arxiv.org/pdf/1603.09454v1,No journal ref found,none,cs.CV,Summary20421,1603.09462v1,2016-03-31T06:02:23Z,Robust Uncalibrated Stereo Rectification with Constrained Geometric Distortions (USR-CGD),"Hyunsuk Ko, Han Suk Shim, Ouk Choi, C. -C. Jay Kuo",http://arxiv.org/pdf/1603.09462v1,No journal ref found,none,cs.CV,Summary20422,1603.09558v1,2016-03-31T12:37:58Z,Sub-pixel accuracy edge fitting by means of B-spline,"R. L. B. Breder, Vania V. Estrela, J. T. de Assis",http://arxiv.org/pdf/1603.09558v1,No journal ref found,none,cs.CV,Summary20423,1603.09599v1,2016-03-31T14:08:53Z,Total Variation Applications in Computer Vision,"Vania V. Estrela, Hermes Aguiar Magalhaes, Osamu Saotome",http://arxiv.org/pdf/1603.09599v1,No journal ref found,none,cs.CV,Summary20424,1603.09712v1,2015-01-06T15:07:41Z,Analog Signal Processing Approach for Coarse and Fine Depth Estimation,"Nihar Athreyas, Zhiguo Lai, Jai Gupta, Dev Gupta",http://arxiv.org/pdf/1603.09712v1,No journal ref found,none,cs.CV,Summary20425,1603.09732v3,2016-03-31T19:32:52Z,Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions,"Vincent Drouard, Radu Horaud, Antoine Deleforge, Silèye Ba, Georgios Evangelidis",http://arxiv.org/pdf/1603.09732v3,No journal ref found,none,cs.CV,Summary20426,1603.09742v4,2016-03-31T19:51:05Z,Object Boundary Guided Semantic Segmentation,"Qin Huang, Chunyang Xia, Wenchao Zheng, Yuhang Song, Hao Xu, C. -C. Jay Kuo",http://arxiv.org/pdf/1603.09742v4,No journal ref found,none,cs.CV,Summary20427,1604.00036v1,2016-03-31T20:18:16Z,Modeling Visual Compatibility through Hierarchical Mid-level Elements,"Jose Oramas, Tinne Tuytelaars",http://arxiv.org/pdf/1604.00036v1,No journal ref found,none,cs.CV,Summary20428,1604.00133v1,2016-04-01T05:31:57Z,Good Practice in CNN Feature Transfer,"Liang Zheng, Yali Zhao, Shengjin Wang, Jingdong Wang, Qi Tian",http://arxiv.org/pdf/1604.00133v1,No journal ref found,none,cs.CV,Summary20429,1604.00136v1,2016-04-01T05:37:26Z,Its Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos,"Pia Bideau, Erik Learned-Miller",http://arxiv.org/pdf/1604.00136v1,No journal ref found,none,cs.CV,Summary20430,1604.00147v1,2016-04-01T06:24:31Z,Learning a Pose Lexicon for Semantic Action Recognition,"Lijuan Zhou, Wanqing Li, Philip Ogunbona",http://arxiv.org/pdf/1604.00147v1,No journal ref found,none,cs.CV,Summary20431,1604.00187v2,2016-04-01T10:11:38Z,PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents,"Sebastian Sudholt, Gernot A. Fink",http://arxiv.org/pdf/1604.00187v2,No journal ref found,none,cs.CV,Summary20432,1604.00239v2,2016-04-01T13:41:49Z,Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version),"Piotr Koniusz, Anoop Cherian, Fatih Porikli",http://arxiv.org/pdf/1604.00239v2,No journal ref found,none,cs.CV,Summary20433,1604.00326v1,2016-04-01T16:51:56Z,How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes,"Ziad Al-Halah, Rainer Stiefelhagen",http://arxiv.org/pdf/1604.00326v1,No journal ref found,none,cs.CV,Summary20434,1604.00367v1,2016-04-01T19:20:03Z,Person Re-identification in Appearance Impaired Scenarios,"Mengran Gou, Xikang Zhang, Angels Rates-Borras, Sadjad Asghari-Esfeden, Mario Sznaier, Octavia Camps",http://arxiv.org/pdf/1604.00367v1,No journal ref found,none,cs.CV,Summary20435,1604.00409v2,2016-04-01T21:01:53Z,Structure from Motion on a Sphere,Jonathan Ventura,http://arxiv.org/pdf/1604.00409v2,No journal ref found,none,cs.CV,Summary20436,1604.00427v1,2016-04-01T22:37:28Z,Leaving Some Stones Unturned: Dynamic Feature Prioritization for Activity Detection in Streaming Video,"Yu-Chuan Su, Kristen Grauman",http://arxiv.org/pdf/1604.00427v1,No journal ref found,none,cs.CV,Summary20437,1604.00433v1,2016-04-01T23:24:17Z,Cross Quality Distillation,"Jong-Chyi Su, Subhransu Maji",http://arxiv.org/pdf/1604.00433v1,No journal ref found,none,cs.CV,Summary20438,1604.00470v1,2016-04-02T07:28:23Z,Overlay Text Extraction From TV News Broadcast,"Raghvendra Kannao, Prithwijit Guha",http://arxiv.org/pdf/1604.00470v1,No journal ref found,none,cs.CV,Summary20439,1604.00475v3,2016-04-02T08:44:20Z,Robust video object tracking via Bayesian model averaging based feature fusion,"Yi Dai, Bin Liu",http://arxiv.org/pdf/1604.00475v3,"Opt. Eng. 55(8), 083102 (2016)",none,cs.CV,Summary20440,1604.00494v1,2016-04-02T12:32:55Z,A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI,Phi Vu Tran,http://arxiv.org/pdf/1604.00494v1,No journal ref found,none,cs.CV,Summary20441,1604.00533v1,2016-04-02T17:27:24Z,Voronoi Region-Based Adaptive Unsupervised Color Image Segmentation,"R. Hettiarachchi, J. F. Peters",http://arxiv.org/pdf/1604.00533v1,No journal ref found,none,cs.CV,Summary20442,1604.00546v1,2016-04-02T19:28:01Z,Image Quality Assessment for Performance Evaluation of Focus Measure Operators,"Farida Memon, Mukhtiar Ali Unar, Sheeraz Memon",http://arxiv.org/pdf/1604.00546v1,No journal ref found,none,cs.CV,Summary20443,1604.00600v1,2016-04-03T06:52:14Z,HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection,"Tao Kong, Anbang Yao, Yurong Chen, Fuchun Sun",http://arxiv.org/pdf/1604.00600v1,No journal ref found,none,cs.CV,Summary20444,1604.00606v1,2016-04-03T07:36:50Z,GAL: A Global-Attributes Assisted Labeling System for Outdoor Scenes,"Yuzhuo Ren, Chen Chen, Shangwen Li, C. -C. Jay Kuo",http://arxiv.org/pdf/1604.00606v1,No journal ref found,none,cs.CV,Summary20445,1604.00676v1,2016-04-03T19:31:22Z,Multi-Bias Non-linear Activation in Deep Neural Networks,"Hongyang Li, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1604.00676v1,No journal ref found,none,cs.CV,Summary20446,1604.00730v1,2016-04-04T03:16:40Z,Waterdrop Stereo,"Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi",http://arxiv.org/pdf/1604.00730v1,No journal ref found,none,cs.CV,Summary20447,1604.00825v1,2016-04-04T11:52:07Z,Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers,"Alexander Binder, Grégoire Montavon, Sebastian Bach, Klaus-Robert Müller, Wojciech Samek",http://arxiv.org/pdf/1604.00825v1,No journal ref found,none,cs.CV,Summary20448,1604.00895v1,2016-04-04T15:05:27Z,HDRFusion: HDR SLAM using a low-cost auto-exposure RGB-D sensor,"Shuda Li, Ankur Handa, Yang Zhang, Andrew Calway",http://arxiv.org/pdf/1604.00895v1,No journal ref found,none,cs.CV,Summary20449,1604.00906v1,2016-04-04T15:21:16Z,Detecting Engagement in Egocentric Video,"Yu-Chuan Su, Kristen Grauman",http://arxiv.org/pdf/1604.00906v1,No journal ref found,none,cs.CV,Summary20450,1604.00989v1,2016-04-04T18:53:12Z,Clustering Millions of Faces by Identity,"Charles Otto, Dayong Wang, Anil K. Jain",http://arxiv.org/pdf/1604.00989v1,No journal ref found,none,cs.CV,Summary20451,1604.01109v3,2016-04-05T01:38:07Z,Counting Grid Aggregation for Event Retrieval and Recognition,"Zhanning Gao, Gang Hua, Dongqing Zhang, Jianru Xue, Nanning Zheng",http://arxiv.org/pdf/1604.01109v3,No journal ref found,none,cs.CV,Summary20452,1604.01146v1,2016-04-05T06:13:06Z,Less is more: zero-shot learning from online textual documents with noise suppression,"Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1604.01146v1,No journal ref found,none,cs.CV,Summary20453,1604.01252v1,2016-04-05T13:34:28Z,Comparative Deep Learning of Hybrid Representations for Image Recommendations,"Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li",http://arxiv.org/pdf/1604.01252v1,No journal ref found,none,cs.CV,Summary20454,1604.01325v2,2016-04-05T16:48:17Z,Deep Image Retrieval: Learning global representations for image search,"Albert Gordo, Jon Almazan, Jerome Revaud, Diane Larlus",http://arxiv.org/pdf/1604.01325v2,No journal ref found,none,cs.CV,Summary20455,1604.01345v2,2016-04-05T17:40:57Z,Perceptual Material Attributes Arise in Local Material Recognition,"Gabriel Schwartz, Ko Nishino",http://arxiv.org/pdf/1604.01345v2,No journal ref found,none,cs.CV,Summary20456,1604.01347v1,2016-04-05T17:51:39Z,Marr Revisited: 2D-3D Alignment via Surface Normal Prediction,"Aayush Bansal, Bryan Russell, Abhinav Gupta",http://arxiv.org/pdf/1604.01347v1,No journal ref found,none,cs.CV,Summary20457,1604.01354v1,2016-04-05T18:18:41Z,"Radiometric Scene Decomposition: Scene Reflectance, Illumination, and Geometry from RGB-D Images","Stephen Lombardi, Ko Nishino",http://arxiv.org/pdf/1604.01354v1,No journal ref found,none,cs.CV,Summary20458,1604.01420v1,2016-04-05T20:50:40Z,Highly accurate gaze estimation using a consumer RGB-depth sensor,"Reza Shoja Ghiass, Ognjen Arandjelovic",http://arxiv.org/pdf/1604.01420v1,No journal ref found,none,cs.CV,Summary20459,1604.01431v2,2016-04-05T21:13:32Z,A Game-Theoretic Approach to Multi-Pedestrian Activity Forecasting,"Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani",http://arxiv.org/pdf/1604.01431v2,No journal ref found,none,cs.CV,Summary20460,1604.01497v1,2016-04-06T06:03:02Z,How does the Low-Rank Matrix Completion Help Internal and External Learnings for Super-Resolution,"Shuang Wang, Bo Yue, Xuefeng Liang, Peiyuan Ji, Licheng Jiao",http://arxiv.org/pdf/1604.01497v1,No journal ref found,none,cs.CV,Summary20461,1604.01500v1,2016-04-06T06:14:58Z,LOMo: Latent Ordinal Model for Facial Analysis in Videos,"Karan Sikka, Gaurav Sharma, Marian Bartlett",http://arxiv.org/pdf/1604.01500v1,No journal ref found,none,cs.CV,Summary20462,1604.01545v1,2016-04-06T09:02:50Z,Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation,"German Ros, Simon Stent, Pablo F. Alcantarilla, Tomoki Watanabe",http://arxiv.org/pdf/1604.01545v1,No journal ref found,none,cs.CV,Summary20463,1604.01655v3,2016-04-06T15:06:02Z,Correlated and Individual Multi-Modal Deep Learning for RGB-D Object Recognition,"Ziyan Wang, Jiwen Lu, Ruogu Lin, Jianjiang Feng, Jie zhou",http://arxiv.org/pdf/1604.01655v3,No journal ref found,none,cs.CV,Summary20464,1604.01683v1,2016-03-29T18:23:49Z,Fusing Face and Periocular biometrics using Canonical correlation analysis,N. S. Lakshmiprabha,http://arxiv.org/pdf/1604.01683v1,No journal ref found,none,cs.CV,Summary20465,1604.01684v1,2016-03-29T17:49:14Z,"Face Image Analysis using AAM, Gabor, LBP and WD features for Gender, Age, Expression and Ethnicity Classification",N. S. Lakshmiprabha,http://arxiv.org/pdf/1604.01684v1,No journal ref found,none,cs.CV,Summary20466,1604.01685v2,2016-04-06T16:34:33Z,The Cityscapes Dataset for Semantic Urban Scene Understanding,"Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele",http://arxiv.org/pdf/1604.01685v2,No journal ref found,none,cs.CV,Summary20467,1604.01753v3,2016-04-06T19:56:04Z,Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding,"Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta",http://arxiv.org/pdf/1604.01753v3,No journal ref found,none,cs.CV,Summary20468,1604.01787v1,2016-04-06T20:04:17Z,A Subpath Kernel for Learning Hierarchical Image Representations,"Yanwei Cui, Laetitia Chapel, Sébastien Lefèvre",http://arxiv.org/pdf/1604.01787v1,No journal ref found,none,cs.CV,Summary20469,1604.01818v1,2016-04-06T21:41:16Z,R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation,"Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, Jose Bioucas-Dias, Simon Godsill",http://arxiv.org/pdf/1604.01818v1,No journal ref found,none,cs.CV,Summary20470,1604.01827v2,2016-04-06T22:58:53Z,Exploiting Semantic Information and Deep Matching for Optical Flow,"Min Bai, Wenjie Luo, Kaustav Kundu, Raquel Urtasun",http://arxiv.org/pdf/1604.01827v2,No journal ref found,none,cs.CV,Summary20471,1604.01841v1,2016-04-07T01:11:50Z,A Classification Leveraged Object Detector,"Miao Sun, Tony X. Han, Zhihai He",http://arxiv.org/pdf/1604.01841v1,No journal ref found,none,cs.CV,Summary20472,1604.01850v2,2016-04-07T02:16:26Z,Joint Detection and Identification Feature Learning for Person Search,"Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang",http://arxiv.org/pdf/1604.01850v2,No journal ref found,none,cs.CV,Summary20473,1604.01879v1,2016-04-07T05:45:56Z,GIFT: A Real-time and Scalable 3D Shape Search Engine,"Song Bai, Xiang Bai, Zhichao Zhou, Zhaoxiang Zhang, Longin Jan Latecki",http://arxiv.org/pdf/1604.01879v1,No journal ref found,none,cs.CV,Summary20474,1604.01889v1,2016-04-07T06:51:21Z,Reinterpreting the Transformation Posterior in Probabilistic Image Registration,"Jie Luo, Karteek Popuri, Dana Cobzas, Hongyi Ding, Masashi Sugiyama",http://arxiv.org/pdf/1604.01889v1,No journal ref found,none,cs.CV,Summary20475,1604.01891v1,2016-04-07T07:08:25Z,A CNN Based Scene Chinese Text Recognition Algorithm With Synthetic Data Engine,"Xiaohang Ren, Kai Chen, Jun Sun",http://arxiv.org/pdf/1604.01891v1,No journal ref found,none,cs.CV,Summary20476,1604.01894v1,2016-04-07T07:16:35Z,A Novel Scene Text Detection Algorithm Based On Convolutional Neural Network,"Xiaohang Ren, Kai Chen, Jun Sun",http://arxiv.org/pdf/1604.01894v1,No journal ref found,none,cs.CV,Summary20477,1604.01931v2,2016-04-07T09:20:51Z,Geometric Scene Parsing with Hierarchical LSTM,"Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin",http://arxiv.org/pdf/1604.01931v2,No journal ref found,none,cs.CV,Summary20478,1604.01962v4,2016-04-07T11:31:03Z,Automatic Content-aware Non-Photorealistic Rendering of Images,"Akshay Gadi Patil, Shanmuganathan Raman",http://arxiv.org/pdf/1604.01962v4,No journal ref found,none,cs.CV,Summary20479,1604.02030v1,2016-04-07T15:09:08Z,Edge Detection Based Shape Identification,"Vivek Kumar, Sumit Pandey, Amrindra Pal, Sandeep Sharma",http://arxiv.org/pdf/1604.02030v1,No journal ref found,none,cs.CV,Summary20480,1604.02032v1,2016-04-07T15:16:17Z,3-D Hand Pose Estimation from Kinects Point Cloud Using Appearance Matching,"Pasquale Coscia, Francesco A. N. Palmieri, Francesco Castaldo, Alberto Cavallo",http://arxiv.org/pdf/1604.02032v1,No journal ref found,none,cs.CV,Summary20481,1604.02115v1,2016-04-07T19:09:07Z,Trajectory Aligned Features For First Person Action Recognition,"Suriya Singh, Chetan Arora, C. V. Jawahar",http://arxiv.org/pdf/1604.02115v1,No journal ref found,none,cs.CV,Summary20482,1604.02129v2,2016-04-07T19:38:24Z,Horizon Lines in the Wild,"Scott Workman, Menghua Zhai, Nathan Jacobs",http://arxiv.org/pdf/1604.02129v2,No journal ref found,none,cs.CV,Summary20483,1604.02135v2,2016-04-07T19:43:47Z,A MultiPath Network for Object Detection,"Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollár",http://arxiv.org/pdf/1604.02135v2,No journal ref found,none,cs.CV,Summary20484,1604.02182v1,2016-04-07T21:45:53Z,Family in the Wild (FIW): A Large-scale Kinship Recognition Database,"Joseph P Robinson, Ming Shao, Yue Wu, Yun Fu",http://arxiv.org/pdf/1604.02182v1,No journal ref found,none,cs.CV,Summary20485,1604.02271v2,2016-04-08T08:17:37Z,Deep Structured Scene Parsing by Learning with Image Descriptions,"Liang Lin, Guangrun Wang, Rui Zhang, Ruimao Zhang, Xiaodan Liang, Wangmeng Zuo",http://arxiv.org/pdf/1604.02271v2,No journal ref found,none,cs.CV,Summary20486,1604.02316v2,2016-04-08T11:54:40Z,Free-Space Detection with Self-Supervised and Online Trained Fully Convolutional Networks,"Willem P. Sanberg, Gijs Dubbelman, Peter H. N. de With",http://arxiv.org/pdf/1604.02316v2,No journal ref found,none,cs.CV,Summary20487,1604.02388v2,2016-04-08T16:01:34Z,RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling,"Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz",http://arxiv.org/pdf/1604.02388v2,No journal ref found,none,cs.CV,Summary20488,1604.02426v3,2016-04-08T19:04:35Z,CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples,"Filip Radenović, Giorgos Tolias, Ondřej Chum",http://arxiv.org/pdf/1604.02426v3,No journal ref found,none,cs.CV,Summary20489,1604.02469v1,2016-04-08T20:14:46Z,Image segmentation of cross-country scenes captured in IR spectrum,Artem Lenskiy,http://arxiv.org/pdf/1604.02469v1,No journal ref found,none,cs.CV,Summary20490,1604.02485v1,2016-04-08T21:04:36Z,Machine Learning for Visual Navigation of Unmanned Ground Vehicles,"Artem A. Lenskiy, Jong-Soo Lee",http://arxiv.org/pdf/1604.02485v1,No journal ref found,none,cs.CV,Summary20491,1604.02531v1,2016-04-09T06:57:28Z,Person Re-identification in the Wild,"Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Qi Tian",http://arxiv.org/pdf/1604.02531v1,No journal ref found,none,cs.CV,Summary20492,1604.02532v3,2016-04-09T07:07:47Z,T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos,"Kai Kang, Hongsheng Li, Junjie Yan, Xingyu Zeng, Bin Yang, Tong Xiao, Cong Zhang, Zhe Wang, Ruohui Wang, Xiaogang Wang, Wanli Ouyang",http://arxiv.org/pdf/1604.02532v3,No journal ref found,none,cs.CV,Summary20493,1604.02619v3,2016-04-10T00:03:16Z,TextProposals: a Text-specific Selective Search Algorithm for Word Spotting in the Wild,"Lluis Gomez-Bigorda, Dimosthenis Karatzas",http://arxiv.org/pdf/1604.02619v3,No journal ref found,none,cs.CV,Summary20494,1604.02647v1,2016-04-10T07:04:47Z,Real-Time Facial Segmentation and Performance Capture from RGB Input,"Shunsuke Saito, Tianye Li, Hao Li",http://arxiv.org/pdf/1604.02647v1,No journal ref found,none,cs.CV,Summary20495,1604.02657v1,2016-04-10T09:16:28Z,Direction matters: hand pose estimation from local surface normals,"Chengde Wan, Angela Yao, Luc Van Gool",http://arxiv.org/pdf/1604.02657v1,No journal ref found,none,cs.CV,Summary20496,1604.02677v1,2016-04-10T12:12:24Z,DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation,"Hao Chen, Xiaojuan Qi, Lequan Yu, Pheng-Ann Heng",http://arxiv.org/pdf/1604.02677v1,No journal ref found,none,cs.CV,Summary20497,1604.02703v6,2016-04-10T15:22:04Z,Synthesizing Training Images for Boosting Human 3D Pose Estimation,"Wenzheng Chen, Huan Wang, Yangyan Li, Hao Su, Zhenhua Wang, Changhe Tu, Dani Lischinski, Daniel Cohen-Or, Baoquan Chen",http://arxiv.org/pdf/1604.02703v6,No journal ref found,none,cs.CV,Summary20498,1604.02715v1,2016-04-10T17:09:55Z,Soccer Field Localization from a Single Image,"Namdar Homayounfar, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1604.02715v1,No journal ref found,none,cs.CV,Summary20499,1604.02748v2,2016-04-10T22:15:14Z,TGIF: A New Dataset and Benchmark on Animated GIF Description,"Yuncheng Li, Yale Song, Liangliang Cao, Joel Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo",http://arxiv.org/pdf/1604.02748v2,No journal ref found,none,cs.CV,Summary20500,1604.02801v1,2016-04-11T06:03:09Z,Capturing Dynamic Textured Surfaces of Moving Targets,"Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gerard Medioni, Hao Li",http://arxiv.org/pdf/1604.02801v1,No journal ref found,none,cs.CV,Summary20501,1604.02808v1,2016-04-11T06:44:53Z,NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis,"Amir Shahroudy, Jun Liu, Tian-Tsong Ng, Gang Wang",http://arxiv.org/pdf/1604.02808v1,No journal ref found,none,cs.CV,Summary20502,1604.02815v1,2016-04-11T07:23:44Z,Beyond Brightness Constancy: Learning Noise Models for Optical Flow,"Dan Rosenbaum, Yair Weiss",http://arxiv.org/pdf/1604.02815v1,No journal ref found,none,cs.CV,Summary20503,1604.02878v1,2016-04-11T10:47:14Z,Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks,"Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao",http://arxiv.org/pdf/1604.02878v1,No journal ref found,none,cs.CV,Summary20504,1604.02885v2,2016-04-11T11:12:24Z,Semantic 3D Reconstruction with Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint,"Nikolay Savinov, Christian Haene, Lubor Ladicky, Marc Pollefeys",http://arxiv.org/pdf/1604.02885v2,No journal ref found,none,cs.CV,Summary20505,1604.02898v1,2016-04-11T11:48:18Z,Sparse Coding for Alpha Matting,"Jubin Johnson, Ehsan Shahrian Varnousfaderani, Hisham Cholakkal, Deepu Rajan",http://arxiv.org/pdf/1604.02898v1,No journal ref found,none,cs.CV,Summary20506,1604.02902v1,2016-04-11T12:00:57Z,Statistics of RGBD Images,"Dan Rosenbaum, Yair Weiss",http://arxiv.org/pdf/1604.02902v1,No journal ref found,none,cs.CV,Summary20507,1604.02946v1,2016-04-11T13:33:43Z,Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection,"David Dov, Ronen Talmon, Israel Cohen",http://arxiv.org/pdf/1604.02946v1,No journal ref found,none,cs.CV,Summary20508,1604.02975v1,2016-04-11T14:30:38Z,CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval,"Binod Bhattarai, Gaurav Sharma, Frederic Jurie",http://arxiv.org/pdf/1604.02975v1,No journal ref found,none,cs.CV,Summary20509,1604.03075v1,2016-04-11T19:25:44Z,Fully-Automatic Synapse Prediction and Validation on a Large Data Set,"Gary B. Huang, Louis K. Scheffer, Stephen M. Plaza",http://arxiv.org/pdf/1604.03075v1,No journal ref found,none,cs.CV,Summary20510,1604.03168v3,2016-04-11T22:43:21Z,Hardware-oriented Approximation of Convolutional Neural Networks,"Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi",http://arxiv.org/pdf/1604.03168v3,No journal ref found,none,cs.CV,Summary20511,1604.03169v2,2016-04-11T22:44:20Z,Using Deep Learning for Image-Based Plant Disease Detection,"Sharada Prasanna Mohanty, David Hughes, Marcel Salathe",http://arxiv.org/pdf/1604.03169v2,No journal ref found,none,cs.CV,Summary20512,1604.03196v3,2016-04-12T01:33:53Z,Privacy-Preserving Human Activity Recognition from Extreme Low Resolution,"Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang",http://arxiv.org/pdf/1604.03196v3,AAAI 2017,none,cs.CV,Summary20513,1604.03225v1,2016-04-12T03:00:13Z,Geometric Feature-Based Facial Expression Recognition in Image Sequences Using Multi-Class AdaBoost and Support Vector Machines,"Deepak Ghimire, Joonwhoan Lee",http://arxiv.org/pdf/1604.03225v1,"Sensors 2013, 13, 7714-7734",none,cs.CV,Summary20514,1604.03239v1,2016-04-12T03:57:48Z,CRAFT Objects from Images,"Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li",http://arxiv.org/pdf/1604.03239v1,No journal ref found,none,cs.CV,Summary20515,1604.03286v3,2016-04-12T08:11:20Z,"Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention","Théodore Bluche, Jérôme Louradour, Ronaldo Messina",http://arxiv.org/pdf/1604.03286v3,No journal ref found,none,cs.CV,Summary20516,1604.03334v2,2016-04-12T10:47:12Z,Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation,"Qi Ye, Shanxin Yuan, Tae-Kyun Kim",http://arxiv.org/pdf/1604.03334v2,No journal ref found,none,cs.CV,Summary20517,1604.03443v1,2016-04-12T15:31:52Z,Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection,"Jinxing Li, David Zhang, Yongcheng Li, Jian Wu",http://arxiv.org/pdf/1604.03443v1,No journal ref found,none,cs.CV,Summary20518,1604.03498v1,2016-04-12T18:22:08Z,GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring,"Wenying Ma, Liangliang Cao, Lei Yu, Guoping Long, Yucheng Li",http://arxiv.org/pdf/1604.03498v1,No journal ref found,none,cs.CV,Summary20519,1604.03505v2,2016-04-12T18:31:43Z,Counting Everyday Objects in Everyday Scenes,"Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh",http://arxiv.org/pdf/1604.03505v2,No journal ref found,none,cs.CV,Summary20520,1604.03513v1,2016-04-12T18:40:47Z,Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids,"Qifeng Chen, Vladlen Koltun",http://arxiv.org/pdf/1604.03513v1,No journal ref found,none,cs.CV,Summary20521,1604.03517v1,2016-04-12T18:44:10Z,Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search,"Hyungtae Lee, Heesung Kwon, Archith J. Bency, William D. Nothwang",http://arxiv.org/pdf/1604.03517v1,No journal ref found,none,cs.CV,Summary20522,1604.03518v1,2016-04-12T18:44:25Z,DTM: Deformable Template Matching,"Hyungtae Lee, Heesung Kwon, Ryan M. Robinson, William D. Nothwang",http://arxiv.org/pdf/1604.03518v1,No journal ref found,none,cs.CV,Summary20523,1604.03605v1,2016-04-12T22:16:20Z,What do different evaluation metrics tell us about saliency models?,"Zoya Bylinskii, Tilke Judd, Aude Oliva, Antonio Torralba, Frédo Durand",http://arxiv.org/pdf/1604.03605v1,No journal ref found,none,cs.CV,Summary20524,1604.03635v2,2016-04-13T02:41:43Z,Online Multi-Target Tracking Using Recurrent Neural Networks,"Anton Milan, Seyed Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler",http://arxiv.org/pdf/1604.03635v2,No journal ref found,none,cs.CV,Summary20525,1604.03650v1,2016-04-13T04:35:07Z,Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks,"Junyuan Xie, Ross Girshick, Ali Farhadi",http://arxiv.org/pdf/1604.03650v1,No journal ref found,none,cs.CV,Summary20526,1604.03880v1,2016-04-13T17:35:05Z,Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly,"Hao Jiang, Kristen Grauman",http://arxiv.org/pdf/1604.03880v1,No journal ref found,none,cs.CV,Summary20527,1604.03882v1,2016-04-13T17:37:54Z,The Effect of Distortions on the Prediction of Visual Attention,"Milind S. Gide, Samuel F. Dodge, Lina J. Karam",http://arxiv.org/pdf/1604.03882v1,No journal ref found,none,cs.CV,Summary20528,1604.04004v2,2016-04-14T00:47:50Z,Understanding How Image Quality Affects Deep Neural Networks,"Samuel Dodge, Lina Karam",http://arxiv.org/pdf/1604.04004v2,No journal ref found,none,cs.CV,Summary20529,1604.04018v2,2016-04-14T02:37:05Z,Multi-Oriented Text Detection with Fully Convolutional Networks,"Zheng Zhang, Chengquan Zhang, Wei Shen, Cong Yao, Wenyu Liu, Xiang Bai",http://arxiv.org/pdf/1604.04018v2,No journal ref found,none,cs.CV,Summary20530,1604.04024v3,2016-04-14T03:26:28Z,Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results,"Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle",http://arxiv.org/pdf/1604.04024v3,No journal ref found,none,cs.CV,Summary20531,1604.04048v1,2016-04-14T07:01:23Z,Deep Feature Based Contextual Model for Object Detection,"Wenqing Chu, Deng Cai",http://arxiv.org/pdf/1604.04048v1,No journal ref found,none,cs.CV,Summary20532,1604.04053v1,2016-04-14T07:22:44Z,Object Detection from Video Tubelets with Convolutional Neural Networks,"Kai Kang, Wanli Ouyang, Hongsheng Li, Xiaogang Wang",http://arxiv.org/pdf/1604.04053v1,"Computer Vision and Pattern Recognition (CVPR), 2016 IEEE Conference on (pp. 817-825)",none,cs.CV,Summary20533,1604.04112v4,2016-04-14T11:09:09Z,Deep Residual Networks with Exponential Linear Unit,"Anish Shah, Eashan Kadam, Hena Shah, Sameer Shinde, Sandip Shingade",http://arxiv.org/pdf/1604.04112v4,No journal ref found,none,cs.CV,Summary20534,1604.04279v2,2016-04-14T19:56:33Z,Learning Visual Storylines with Skipping Recurrent Neural Networks,"Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta",http://arxiv.org/pdf/1604.04279v2,No journal ref found,none,cs.CV,Summary20535,1604.04293v1,2016-04-14T20:09:22Z,Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model,"Qi Wei, Marcus Chen, Jean-Yves Tourneret, Simon Godsill",http://arxiv.org/pdf/1604.04293v1,No journal ref found,none,cs.CV,Summary20536,1604.04327v3,2016-04-15T01:18:29Z,Invariant feature extraction from event based stimuli,"Thusitha N. Chandrapala, Bertram E. Shi",http://arxiv.org/pdf/1604.04327v3,No journal ref found,none,cs.CV,Summary20537,1604.04333v2,2016-04-15T02:07:42Z,Latent Model Ensemble with Auto-localization,"Miao Sun, Tony X. Han, Xun Xu, Ming-Chang Liu, Ahmad Khodayari-Rostamabad",http://arxiv.org/pdf/1604.04333v2,No journal ref found,none,cs.CV,Summary20538,1604.04334v1,2016-04-15T02:18:11Z,Recognition of facial expressions based on salient geometric features and support vector machines,"Deepak Ghimire, Joonwhoan Lee, Ze-Nian Li, Sunghwan Jeong",http://arxiv.org/pdf/1604.04334v1,Multimedia Tools and Applications (2016): 1-26,none,cs.CV,Summary20539,1604.04337v1,2016-04-15T02:27:21Z,Facial expression recognition based on local region specific features and support vector machines,"Deepak Ghimire, Sunghwan Jeong, Joonwhoan Lee, Sang Hyun Park",http://arxiv.org/pdf/1604.04337v1,"Multimedia Tools and Applications, pp 1-19, Online: 16 March 2016",none,cs.CV,Summary20540,1604.04339v1,2016-04-15T02:52:46Z,High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks,"Zifeng Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1604.04339v1,No journal ref found,none,cs.CV,Summary20541,1604.04377v1,2016-04-15T07:21:26Z,DARI: Distance metric And Representation Integration for Person Verification,"Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang",http://arxiv.org/pdf/1604.04377v1,No journal ref found,none,cs.CV,Summary20542,1604.04382v1,2016-04-15T07:32:18Z,Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks,"Chuan Li, Michael Wand",http://arxiv.org/pdf/1604.04382v1,No journal ref found,none,cs.CV,Summary20543,1604.04393v3,2016-04-15T08:01:15Z,Unsupervised Image Segmentation using the Deffuant-Weisbuch Model from Social Dynamics,Subhradeep Kayal,http://arxiv.org/pdf/1604.04393v3,No journal ref found,none,cs.CV,Summary20544,1604.04473v1,2016-04-15T12:55:00Z,Probing the Intra-Component Correlations within Fisher Vector for Material Classification,"Xiaopeng Hong, Xianbiao Qi, Guoying Zhao, Matti Pietikäinen",http://arxiv.org/pdf/1604.04473v1,No journal ref found,none,cs.CV,Summary20545,1604.04494v1,2016-04-15T13:33:13Z,Long-term Temporal Convolutions for Action Recognition,"Gül Varol, Ivan Laptev, Cordelia Schmid",http://arxiv.org/pdf/1604.04494v1,No journal ref found,none,cs.CV,Summary20546,1604.04574v1,2016-04-15T17:20:01Z,Learning Temporal Regularity in Video Sequences,"Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis",http://arxiv.org/pdf/1604.04574v1,No journal ref found,none,cs.CV,Summary20547,1604.04673v1,2016-04-16T00:48:52Z,Evolutionary Projection Selection for Radon Barcodes,"Hamid R. Tizhoosh, Shahryar Rahnamayan",http://arxiv.org/pdf/1604.04673v1,No journal ref found,none,cs.CV,Summary20548,1604.04675v1,2016-04-16T01:13:23Z,Radon Features and Barcodes for Medical Image Retrieval via SVM,"Shujin Zhu, H. R. Tizhoosh",http://arxiv.org/pdf/1604.04675v1,No journal ref found,none,cs.CV,Summary20549,1604.04676v1,2016-04-16T01:30:01Z,Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform,"Xinran Liu, Hamid R. Tizhoosh, Jonathan Kofman",http://arxiv.org/pdf/1604.04676v1,No journal ref found,none,cs.CV,Summary20550,1604.04678v1,2016-04-16T01:49:22Z,Anatomy-Aware Measurement of Segmentation Accuracy,"Hamid R. Tizhoosh, Ahmed A. Othman",http://arxiv.org/pdf/1604.04678v1,No journal ref found,none,cs.CV,Summary20551,1604.04693v2,2016-04-16T05:05:32Z,Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection,"Yu Xiang, Wongun Choi, Yuanqing Lin, Silvio Savarese",http://arxiv.org/pdf/1604.04693v2,No journal ref found,none,cs.CV,Summary20552,1604.04724v1,2016-04-16T11:00:24Z,Automatic Segmentation of Dynamic Objects from an Image Pair,"Sri Raghu Malireddi, Shanmuganathan Raman",http://arxiv.org/pdf/1604.04724v1,No journal ref found,none,cs.CV,Summary20553,1604.04784v1,2016-04-16T18:26:13Z,ACD: Action Concept Discovery from Image-Sentence Corpora,"Jiyang Gao, Chen Sun, Ram Nevatia",http://arxiv.org/pdf/1604.04784v1,No journal ref found,none,cs.CV,Summary20554,1604.04808v2,2016-04-16T22:54:05Z,Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering,"Arun Mallya, Svetlana Lazebnik",http://arxiv.org/pdf/1604.04808v2,No journal ref found,none,cs.CV,Summary20555,1604.04825v1,2016-04-17T03:48:45Z,Visual saliency detection: a Kalman filter based approach,"Sourya Roy, Pabitra Mitra",http://arxiv.org/pdf/1604.04825v1,No journal ref found,none,cs.CV,Summary20556,1604.04842v1,2016-04-17T08:26:31Z,Subjects and Their Objects: Localizing Interactees for a Person-Centric View of Importance,"Chao-Yeh Chen, Kristen Grauman",http://arxiv.org/pdf/1604.04842v1,No journal ref found,none,cs.CV,Summary20557,1604.04926v1,2016-04-17T20:48:49Z,Some medical applications of example-based super-resolution,Ramin Zabih,http://arxiv.org/pdf/1604.04926v1,No journal ref found,none,cs.CV,Summary20558,1604.04953v1,2016-04-18T01:28:28Z,Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition,"Zecheng Xie, Zenghui Sun, Lianwen Jin, Ziyong Feng, Shuye Zhang",http://arxiv.org/pdf/1604.04953v1,No journal ref found,none,cs.CV,Summary20559,1604.04994v1,2016-04-18T05:39:32Z,Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval,"Xiu-Shen Wei, Jian-Hao Luo, Jianxin Wu",http://arxiv.org/pdf/1604.04994v1,No journal ref found,none,cs.CV,Summary20560,1604.05027v1,2016-04-18T08:15:27Z,Most Likely Separation of Intensity and Warping Effects in Image Registration,"Line Kühnel, Stefan Sommer, Akshay Pai, Lars Lau Raket",http://arxiv.org/pdf/1604.05027v1,No journal ref found,none,cs.CV,Summary20561,1604.05096v2,2016-04-18T11:24:39Z,Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling,"Jonas Uhrig, Marius Cordts, Uwe Franke, Thomas Brox",http://arxiv.org/pdf/1604.05096v2,No journal ref found,none,cs.CV,Summary20562,1604.05132v1,2016-04-18T13:26:46Z,Using Self-Contradiction to Learn Confidence Measures in Stereo Vision,"Christian Mostegel, Markus Rumpler, Friedrich Fraundorfer, Horst Bischof",http://arxiv.org/pdf/1604.05132v1,No journal ref found,none,cs.CV,Summary20563,1604.05144v1,2016-04-18T13:46:23Z,ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation,"Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun",http://arxiv.org/pdf/1604.05144v1,No journal ref found,none,cs.CV,Summary20564,1604.05210v1,2016-04-18T15:31:22Z,Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation,"Benjamin Irving, James M Franklin, Bartlomiej W Papiez, Ewan M Anderson, Ricky A Sharma, Fergus V Gleeson, Sir Michael Brady, Julia A Schnabel",http://arxiv.org/pdf/1604.05210v1,No journal ref found,none,cs.CV,Summary20565,1604.05225v3,2016-04-18T16:09:04Z,Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging,"Jiren Jin, Hideki Nakayama",http://arxiv.org/pdf/1604.05225v3,No journal ref found,none,cs.CV,Summary20566,1604.05383v1,2016-04-18T23:50:40Z,Learning Dense Correspondence via 3D-guided Cycle Consistency,"Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry, Qixing Huang, Alexei A. Efros",http://arxiv.org/pdf/1604.05383v1,No journal ref found,none,cs.CV,Summary20567,1604.05413v1,2016-04-19T02:52:31Z,Cognitive state classification using transformed fMRI data,"Hariharan Ramasangu, Neelam Sinha",http://arxiv.org/pdf/1604.05413v1,No journal ref found,none,cs.CV,Summary20568,1604.05451v1,2016-04-19T07:13:50Z,Parts for the Whole: The DCT Norm for Extreme Visual Recovery,"Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu",http://arxiv.org/pdf/1604.05451v1,No journal ref found,none,cs.CV,Summary20569,1604.05495v1,2016-04-19T10:07:16Z,Deep Saliency with Encoded Low level Distance Map and High Level Features,"Gayoung Lee, Yu-Wing Tai, Junmo Kim",http://arxiv.org/pdf/1604.05495v1,No journal ref found,none,cs.CV,Summary20570,1604.05592v2,2016-04-19T14:28:42Z,WarpNet: Weakly Supervised Matching for Single-view Reconstruction,"Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker",http://arxiv.org/pdf/1604.05592v2,No journal ref found,none,cs.CV,Summary20571,1604.05605v1,2016-04-19T14:46:30Z,Right whale recognition using convolutional neural networks,"Andrei Polzounov, Ilmira Terpugova, Deividas Skiparis, Andrei Mihai",http://arxiv.org/pdf/1604.05605v1,No journal ref found,none,cs.CV,Summary20572,1604.05633v2,2016-04-19T15:58:56Z,Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks,"Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu",http://arxiv.org/pdf/1604.05633v2,No journal ref found,none,cs.CV,Summary20573,1604.05766v1,2016-04-19T22:23:29Z,Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection,"Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee",http://arxiv.org/pdf/1604.05766v1,No journal ref found,none,cs.CV,Summary20574,1604.05816v2,2016-04-20T04:43:20Z,Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis,Ruixi Li,http://arxiv.org/pdf/1604.05816v2,No journal ref found,none,cs.CV,Summary20575,1604.05817v1,2016-04-20T04:56:06Z,Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization,"Hongyang Xue, Shengming Zhang, Deng Cai",http://arxiv.org/pdf/1604.05817v1,No journal ref found,none,cs.CV,Summary20576,1604.05848v1,2016-04-20T07:38:15Z,Scene Parsing with Integration of Parametric and Non-parametric Models,"Bing Shuai, Zhen Zuo, Gang Wang, Bing Wang",http://arxiv.org/pdf/1604.05848v1,No journal ref found,none,cs.CV,Summary20577,1604.05907v2,2016-04-20T11:58:36Z,Local Binary Pattern for Word Spotting in Handwritten Historical Document,"Sounak Dey, Anguelos Nicolaou, Josep Llados, Umapada Pal",http://arxiv.org/pdf/1604.05907v2,No journal ref found,none,cs.CV,Summary20578,1604.05921v2,2016-04-20T12:40:50Z,Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets,"Alexandre Fioravante de Siqueira, Flávio Camargo Cabrera, Wagner Massayuki Nakasuga, Aylton Pagamisse, Aldo Eloizo Job",http://arxiv.org/pdf/1604.05921v2,No journal ref found,none,cs.CV,Summary20579,1604.05933v1,2016-04-20T13:00:30Z,Parametric Object Motion from Blur,"Jochen Gast, Anita Sellent, Stefan Roth",http://arxiv.org/pdf/1604.05933v1,No journal ref found,none,cs.CV,Summary20580,1604.05966v2,2016-04-20T14:00:09Z,Labeled Multi-Bernoulli Tracking for Industrial Mobile Platform Safety,"Tharindu Rathnayake, Reza Hoseinnezhad, Ruwan Tennakoon, Alireza Bab-Hadiashar",http://arxiv.org/pdf/1604.05966v2,No journal ref found,none,cs.CV,Summary20581,1604.06079v2,2016-04-20T19:50:52Z,Symmetry-aware Depth Estimation using Deep Neural Networks,"Guilin Liu, Chao Yang, Zimo Li, Duygu Ceylan, Qixing Huang",http://arxiv.org/pdf/1604.06079v2,No journal ref found,none,cs.CV,Summary20582,1604.06083v1,2016-04-20T19:54:01Z,Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks,"Gonçalo Oliveira, Xavier Frazão, André Pimentel, Bernardete Ribeiro",http://arxiv.org/pdf/1604.06083v1,No journal ref found,none,cs.CV,Summary20583,1604.06119v2,2016-04-20T20:34:44Z,Network of Experts for Large-Scale Image Categorization,"Karim Ahmed, Mohammad Haris Baig, Lorenzo Torresani",http://arxiv.org/pdf/1604.06119v2,No journal ref found,none,cs.CV,Summary20584,1604.06182v1,2016-04-21T05:08:59Z,"The THUMOS Challenge on Action Recognition for Videos ""in the Wild""","Haroon Idrees, Amir R. Zamir, Yu-Gang Jiang, Alex Gorban, Ivan Laptev, Rahul Sukthankar, Mubarak Shah",http://arxiv.org/pdf/1604.06182v1,No journal ref found,none,cs.CV,Summary20585,1604.06195v1,2016-04-21T06:55:42Z,Articulated Hand Pose Estimation Review,Emad Barsoum,http://arxiv.org/pdf/1604.06195v1,No journal ref found,none,cs.CV,Summary20586,1604.06242v2,2016-04-21T10:18:26Z,Novelty Detection in MultiClass Scenarios with Incomplete Set of Class Labels,"Nomi Vinokurov, Daphna Weinshall",http://arxiv.org/pdf/1604.06242v2,No journal ref found,none,cs.CV,Summary20587,1604.06243v1,2016-04-21T10:20:12Z,Evaluation of the Effect of Improper Segmentation on Word Spotting,"Sounak Dey, Anguelos Nicolaou, Josep Llados, Umapada Pal",http://arxiv.org/pdf/1604.06243v1,No journal ref found,none,cs.CV,Summary20588,1604.06258v1,2016-04-21T11:10:19Z,Automatic 3D Reconstruction of Manifold Meshes via Delaunay Triangulation and Mesh Sweeping,"Andrea Romanoni, Amaël Delaunoy, Marc Pollefeys, Matteo Matteucci",http://arxiv.org/pdf/1604.06258v1,No journal ref found,none,cs.CV,Summary20589,1604.06318v2,2016-04-21T14:17:05Z,TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks,"Dmitry Laptev, Nikolay Savinov, Joachim M. Buhmann, Marc Pollefeys",http://arxiv.org/pdf/1604.06318v2,No journal ref found,none,cs.CV,Summary20590,1604.06397v2,2016-04-21T17:46:25Z,Improving Human Action Recognition by Non-action Classification,"Yang Wang, Minh Hoai",http://arxiv.org/pdf/1604.06397v2,No journal ref found,none,cs.CV,Summary20591,1604.06427v2,2016-04-21T19:06:59Z,Analysis of the Entropy-guided Switching Trimmed Mean Deviation-based Anisotropic Diffusion filter,Uche A. Nnolim,http://arxiv.org/pdf/1604.06427v2,No journal ref found,none,cs.CV,Summary20592,1604.06433v3,2016-04-21T19:21:55Z,Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data,"Jing Wang, Yu Cheng, Rogerio Schmidt Feris",http://arxiv.org/pdf/1604.06433v3,No journal ref found,none,cs.CV,Summary20593,1604.06506v2,2016-04-21T22:02:50Z,Online Action Detection,"Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars",http://arxiv.org/pdf/1604.06506v2,No journal ref found,none,cs.CV,Summary20594,1604.06570v1,2016-04-22T08:43:34Z,A Classifier-guided Approach for Top-down Salient Object Detection,"Hisham Cholakkal, Jubin Johnson, Deepu Rajan",http://arxiv.org/pdf/1604.06570v1,No journal ref found,none,cs.CV,Summary20595,1604.06573v2,2016-04-22T08:51:17Z,Convolutional Two-Stream Network Fusion for Video Action Recognition,"Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman",http://arxiv.org/pdf/1604.06573v2,No journal ref found,none,cs.CV,Summary20596,1604.06582v2,2016-04-22T09:16:22Z,Kernelized Covariance for Action Recognition,"Jacopo Cavazza, Andrea Zunino, Marco San Biagio, Vittorio Murino",http://arxiv.org/pdf/1604.06582v2,No journal ref found,none,cs.CV,Summary20597,1604.06620v5,2016-04-22T12:15:56Z,Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Function,"Ru-Ze Liang, Lihui Shi, Haoxiang Wang, Jiandong Meng, Jim Jing-Yan Wang, Qingquan Sun, Yi Gu",http://arxiv.org/pdf/1604.06620v5,No journal ref found,none,cs.CV,Summary20598,1604.06646v1,2016-04-22T13:23:08Z,Synthetic Data for Text Localisation in Natural Images,"Ankush Gupta, Andrea Vedaldi, Andrew Zisserman",http://arxiv.org/pdf/1604.06646v1,No journal ref found,none,cs.CV,Summary20599,1604.06720v2,2016-04-22T15:55:37Z,Learning rotation invariant convolutional filters for texture classification,"Diego Marcos, Michele Volpi, Devis Tuia",http://arxiv.org/pdf/1604.06720v2,No journal ref found,none,cs.CV,Summary20600,1604.06832v1,2016-04-22T22:39:55Z,Refining Architectures of Deep Convolutional Neural Networks,"Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla",http://arxiv.org/pdf/1604.06832v1,No journal ref found,none,cs.CV,Summary20601,1604.06838v2,2016-04-23T00:28:17Z,Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction,"Jianfeng Dong, Xirong Li, Cees G. M. Snoek",http://arxiv.org/pdf/1604.06838v2,No journal ref found,none,cs.CV,Summary20602,1604.06852v1,2016-04-23T02:49:11Z,Contextual object categorization with energy-based model,"Changyong Ri, Duho Pak, Cholryong Choe, Suhyang Kim, Yonghak Sin",http://arxiv.org/pdf/1604.06852v1,No journal ref found,none,cs.CV,Summary20603,1604.06877v1,2016-04-23T08:11:17Z,Text Flow: A Unified Text Detection System in Natural Scene Images,"Shangxuan Tian, Yifeng Pan, Chang Huang, Shijian Lu, Kai Yu, Chew Lim Tan",http://arxiv.org/pdf/1604.06877v1,No journal ref found,none,cs.CV,Summary20604,1604.06939v2,2016-04-23T19:15:42Z,An information theoretic formulation of the Dictionary Learning and Sparse Coding Problems on Statistical Manifolds,"Rudrasis Chakraborty, Monami Banerjee, Victoria Crawford, Baba C. Vemuri",http://arxiv.org/pdf/1604.06939v2,No journal ref found,none,cs.CV,Summary20605,1604.06979v1,2016-04-24T03:35:15Z,Cardiac Motion Analysis by Temporal Flow Graphs,"V S R Veeravasarapu, Jayanthi Sivaswamy, Vishanji Karani",http://arxiv.org/pdf/1604.06979v1,No journal ref found,none,cs.CV,Summary20606,1604.07043v3,2016-04-24T15:53:22Z,Towards Better Analysis of Deep Convolutional Neural Networks,"Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu",http://arxiv.org/pdf/1604.07043v3,No journal ref found,none,cs.CV,Summary20607,1604.07045v2,2016-04-24T15:56:18Z,Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters,"Mario Valerio Giuffrida, Sotirios A. Tsaftaris",http://arxiv.org/pdf/1604.07045v2,No journal ref found,none,cs.CV,Summary20608,1604.07057v2,2016-04-24T17:30:34Z,"Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition","Cheng Yaw Low, Andrew Beng Jin Teoh, Cong Jie Ng",http://arxiv.org/pdf/1604.07057v2,No journal ref found,none,cs.CV,Summary20609,1604.07060v1,2016-04-24T17:44:30Z,Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders,"Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong",http://arxiv.org/pdf/1604.07060v1,No journal ref found,none,cs.CV,Summary20610,1604.07090v3,2016-04-24T22:36:38Z,"A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges","Dingwen Zhang, Huazhu Fu, Junwei Han, Feng Wu",http://arxiv.org/pdf/1604.07090v3,No journal ref found,none,cs.CV,Summary20611,1604.07279v1,2016-04-25T14:32:28Z,Actionness Estimation Using Hybrid Fully Convolutional Networks,"Limin Wang, Yu Qiao, Xiaoou Tang, Luc Van Gool",http://arxiv.org/pdf/1604.07279v1,No journal ref found,none,cs.CV,Summary20612,1604.07319v1,2016-04-25T16:25:38Z,Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion,"Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray",http://arxiv.org/pdf/1604.07319v1,No journal ref found,none,cs.CV,Summary20613,1604.07335v1,2016-04-25T17:30:20Z,Scalable Gaussian Processes for Supervised Hashing,"Bahadir Ozdemir, Larry S. Davis",http://arxiv.org/pdf/1604.07335v1,No journal ref found,none,cs.CV,Summary20614,1604.07342v2,2016-04-25T17:50:05Z,Supervised Incremental Hashing,"Bahadir Ozdemir, Mahyar Najibi, Larry S. Davis",http://arxiv.org/pdf/1604.07342v2,No journal ref found,none,cs.CV,Summary20615,1604.07360v1,2016-04-25T18:49:55Z,Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification,"Emily M. Hand, Rama Chellappa",http://arxiv.org/pdf/1604.07360v1,No journal ref found,none,cs.CV,Summary20616,1604.07468v1,2016-04-25T22:53:55Z,Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization,"Shoou-I Yu, Yi Yang, Xuanchong Li, Alexander G. Hauptmann",http://arxiv.org/pdf/1604.07468v1,No journal ref found,none,cs.CV,Summary20617,1604.07480v3,2016-04-25T23:58:00Z,Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks,"Arsalan Mousavian, Hamed Pirsiavash, Jana Kosecka",http://arxiv.org/pdf/1604.07480v3,No journal ref found,none,cs.CV,Summary20618,1604.07499v1,2016-04-26T02:58:08Z,Modern Physiognomy: An Investigation on Predicting Personality Traits and Intelligence from the Human Face,"Rizhen Qin, Wei Gao, Huarong Xu, Zhanyi Hu",http://arxiv.org/pdf/1604.07499v1,No journal ref found,none,cs.CV,Summary20619,1604.07507v1,2016-04-26T03:34:39Z,Once for All: a Two-flow Convolutional Neural Network for Visual Tracking,"Kai Chen, Wenbing Tao",http://arxiv.org/pdf/1604.07507v1,No journal ref found,none,cs.CV,Summary20620,1604.07528v1,2016-04-26T05:39:53Z,Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification,"Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1604.07528v1,No journal ref found,none,cs.CV,Summary20621,1604.07602v2,2016-04-26T10:09:18Z,Spot On: Action Localization from Pointly-Supervised Proposals,"Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek",http://arxiv.org/pdf/1604.07602v2,No journal ref found,none,cs.CV,Summary20622,1604.07669v1,2016-04-26T13:21:37Z,Real-time Action Recognition with Enhanced Motion Vector CNNs,"Bowen Zhang, Limin Wang, Zhe Wang, Yu Qiao, Hanli Wang",http://arxiv.org/pdf/1604.07669v1,No journal ref found,none,cs.CV,Summary20623,1604.07681v1,2016-04-26T14:05:41Z,Efficient Splitting-based Method for Global Image Smoothing,"Youngjung Kim, Dongbo Min, Bumsub Ham, Kwanghoon Sohn",http://arxiv.org/pdf/1604.07681v1,No journal ref found,none,cs.CV,Summary20624,1604.07788v1,2016-04-26T18:45:25Z,A Framework for Human Pose Estimation in Videos,"Dong Zhang, Mubarak Shah",http://arxiv.org/pdf/1604.07788v1,No journal ref found,none,cs.CV,Summary20625,1604.07807v2,2016-04-26T19:27:50Z,An Enhanced Deep Feature Representation for Person Re-identification,"Shangxuan Wu, Ying-Cong Chen, Xiang Li, An-Cong Wu, Jin-Jie You, Wei-Shi Zheng",http://arxiv.org/pdf/1604.07807v2,No journal ref found,none,cs.CV,Summary20626,1604.07944v1,2016-04-27T06:35:13Z,DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation,"Seungryong Kim, Dongbo Min, Bumsub Ham, Minh N. Do, Kwanghoon Sohn",http://arxiv.org/pdf/1604.07944v1,No journal ref found,none,cs.CV,Summary20627,1604.07948v1,2016-04-27T06:53:12Z,Graph Laplacian Regularization for Inverse Imaging: Analysis in the Continuous Domain,"Jiahao Pang, Gene Cheung",http://arxiv.org/pdf/1604.07948v1,No journal ref found,none,cs.CV,Summary20628,1604.07952v3,2016-04-27T07:16:56Z,Zero-shot object prediction using semantic scene knowledge,"Rene Grzeszick, Gernot A. Fink",http://arxiv.org/pdf/1604.07952v3,No journal ref found,none,cs.CV,Summary20629,1604.07953v2,2016-04-27T07:20:55Z,Simultaneous Food Localization and Recognition,"Marc Bolaños, Petia Radeva",http://arxiv.org/pdf/1604.07953v2,No journal ref found,none,cs.CV,Summary20630,1604.08010v1,2016-04-27T10:34:21Z,Deep Learning for Saliency Prediction in Natural Video,"Souad Chaabouni, Jenny Benois-Pineau, Ofer Hadar, Chokri Ben Amar",http://arxiv.org/pdf/1604.08010v1,No journal ref found,none,cs.CV,Summary20631,1604.08164v1,2015-12-14T03:15:14Z,Understanding Human-Centric Images: From Geometry to Fashion,Edgar Simo-Serra,http://arxiv.org/pdf/1604.08164v1,No journal ref found,none,cs.CV,Summary20632,1604.08182v2,2016-04-27T19:11:10Z,Unsupervised Classification in Hyperspectral Imagery with Nonlocal Total Variation and Primal-Dual Hybrid Gradient Algorithm,"Wei Zhu, Victoria Chayes, Alexandre Tiard, Stephanie Sanchez, Devin Dahlberg, Andrea L. Bertozzi, Stanley Osher, Dominique Zosso, Da Kuang",http://arxiv.org/pdf/1604.08182v2,No journal ref found,none,cs.CV,Summary20633,1604.08202v2,2016-04-27T19:56:11Z,Amodal Instance Segmentation,"Ke Li, Jitendra Malik",http://arxiv.org/pdf/1604.08202v2,No journal ref found,none,cs.CV,Summary20634,1604.08269v1,2016-04-27T23:33:19Z,Efficient Optimization for Rank-based Loss Functions,"Pritish Mohapatra, Michal Rolinek, C. V. Jawahar, Vladimir Kolmogorov, M. Pawan Kumar",http://arxiv.org/pdf/1604.08269v1,No journal ref found,none,cs.CV,Summary20635,1604.08610v2,2016-04-28T20:23:15Z,Artistic style transfer for videos,"Manuel Ruder, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1604.08610v2,"German Conference on Pattern Recognition (GCPR), LNCS 9796, pp. 26-36 (2016)",none,cs.CV,Summary20636,1604.08660v1,2016-04-29T00:55:41Z,Crowd Counting via Weighted VLAD on Dense Attribute Feature Maps,"Biyun Sheng, Chunhua Shen, Guosheng Lin, Jun Li, Wankou Yang, Changyin Sun",http://arxiv.org/pdf/1604.08660v1,No journal ref found,none,cs.CV,Summary20637,1604.08671v2,2016-04-29T02:33:17Z,Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution,"Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, Shuicheng Yan",http://arxiv.org/pdf/1604.08671v2,No journal ref found,none,cs.CV,Summary20638,1604.08683v2,2016-04-29T04:14:09Z,Top-push Video-based Person Re-identification,"Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng",http://arxiv.org/pdf/1604.08683v2,No journal ref found,none,cs.CV,Summary20639,1604.08789v1,2016-04-29T12:14:10Z,Effective Backscatter Approximation for Photometry in Murky Water,"Chourmouzios Tsiotsios, Maria E. Angelopoulou, Andrew J. Davison, Tae-Kyun Kim",http://arxiv.org/pdf/1604.08789v1,No journal ref found,none,cs.CV,Summary20640,1604.08806v2,2016-04-29T12:48:43Z,3D Interest Point Detection Based on Geometric Measures and Sparse Refinement,"Xinyu Lin, Ce Zhu, Qian Zhang, Yipeng Liu",http://arxiv.org/pdf/1604.08806v2,No journal ref found,none,cs.CV,Summary20641,1604.08826v1,2016-04-29T13:39:40Z,Improved Dense Trajectory with Cross Streams,"Katsunori Ohnishi, Masatoshi Hidaka, Tatsuya Harada",http://arxiv.org/pdf/1604.08826v1,No journal ref found,none,cs.CV,Summary20642,1604.08865v2,2016-04-29T15:03:09Z,Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices,"Pouya Samangouei, Rama Chellappa",http://arxiv.org/pdf/1604.08865v2,No journal ref found,none,cs.CV,Summary20643,1604.08893v1,2016-04-29T16:00:24Z,Faster R-CNN Features for Instance Search,"Amaia Salvador, Xavier Giro-i-Nieto, Ferran Marques, Shinichi Satoh",http://arxiv.org/pdf/1604.08893v1,No journal ref found,none,cs.CV,Summary20644,1605.00029v1,2016-04-29T21:34:29Z,Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies,"Lisa M. Koch, Martin Rajchl, Wenjia Bai, Christian F. Baumgartner, Tong Tong, Jonathan Passerat-Palmbach, Paul Aljabar, Daniel Rueckert",http://arxiv.org/pdf/1605.00029v1,No journal ref found,none,cs.CV,Summary20645,1605.00052v1,2016-04-30T02:28:11Z,InterActive: Inter-Layer Activeness Propagation,"Lingxi Xie, Liang Zheng, Jingdong Wang, Alan Yuille, Qi Tian",http://arxiv.org/pdf/1605.00052v1,No journal ref found,none,cs.CV,Summary20646,1605.00055v1,2016-04-30T02:44:48Z,DisturbLabel: Regularizing CNN on the Loss Layer,"Lingxi Xie, Jingdong Wang, Zhen Wei, Meng Wang, Qi Tian",http://arxiv.org/pdf/1605.00055v1,No journal ref found,none,cs.CV,Summary20647,1605.00075v1,2016-04-30T07:58:05Z,Deep Colorization,"Zezhou Cheng, Qingxiong Yang, Bin Sheng",http://arxiv.org/pdf/1605.00075v1,No journal ref found,none,cs.CV,Summary20648,1605.00129v1,2016-04-30T15:47:28Z,3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder,"Xinyu Lin, Ce Zhu, Qian Zhang, Yipeng Liu",http://arxiv.org/pdf/1605.00129v1,No journal ref found,none,cs.CV,Summary20649,1605.00170v1,2016-04-30T21:53:23Z,Enforcing Template Representability and Temporal Consistency for Adaptive Sparse Tracking,"Xue Yang, Fei Han, Hua Wang, Hao Zhang",http://arxiv.org/pdf/1605.00170v1,No journal ref found,none,cs.CV,Summary20650,1605.00286v1,2016-05-01T18:15:22Z,Multidimensional Scaling on Multiple Input Distance Matrices,"Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian",http://arxiv.org/pdf/1605.00286v1,No journal ref found,none,cs.CV,Summary20651,1605.00287v2,2016-05-01T18:18:45Z,Detecting Burnscar from Hyperspectral Imagery via Sparse Representation with Low-Rank Interference,"Minh Dao, Xiang Xiang, Bulent Ayhan, Chiman Kwan, Trac D. Tran",http://arxiv.org/pdf/1605.00287v2,No journal ref found,none,cs.CV,Summary20652,1605.00324v1,2016-05-01T23:58:06Z,Dominant Codewords Selection with Topic Model for Action Recognition,"Hirokatsu Kataoka, Masaki Hayashi, Kenji Iwata, Yutaka Satoh, Yoshimitsu Aoki, Slobodan Ilic",http://arxiv.org/pdf/1605.00324v1,No journal ref found,none,cs.CV,Summary20653,1605.00366v1,2016-05-02T06:40:08Z,Compression Artifacts Removal Using Convolutional Neural Networks,"Pavel Svoboda, Michal Hradis, David Barina, Pavel Zemcik",http://arxiv.org/pdf/1605.00366v1,No journal ref found,none,cs.CV,Summary20654,1605.00392v1,2016-05-02T08:46:23Z,Revisiting Human Action Recognition: Personalization vs. Generalization,"Andrea Zunino, Jacopo Cavazza, Vittorio Murino",http://arxiv.org/pdf/1605.00392v1,No journal ref found,none,cs.CV,Summary20655,1605.00420v1,2016-05-02T10:28:07Z,An Enhanced Harmony Search Method for Bangla Handwritten Character Recognition Using Region Sampling,"Ritesh Sarkhel, Amit K Saha, Nibaran Das",http://arxiv.org/pdf/1605.00420v1,No journal ref found,none,cs.CV,Summary20656,1605.00452v1,2016-05-02T12:08:44Z,Fourier Analysis and q-Gaussian Functions: Analytical and Numerical Results,"Paulo Sérgio Silva Rodrigues, Gilson Antonio Giraldi",http://arxiv.org/pdf/1605.00452v1,No journal ref found,none,cs.CV,Summary20657,1605.00475v1,2016-05-02T13:31:02Z,Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry,"Yuchao Dai, Hongdong Li, Laurent Kneip",http://arxiv.org/pdf/1605.00475v1,No journal ref found,none,cs.CV,Summary20658,1605.00561v3,2016-05-02T16:46:35Z,Parallel Wavelet Schemes for Images,"David Barina, Michal Kula, Pavel Zemcik",http://arxiv.org/pdf/1605.00561v3,No journal ref found,none,cs.CV,Summary20659,1605.00572v1,2016-05-02T17:21:22Z,Comparison of Optimization Methods in Optical Flow Estimation,"Noranart Vesdapunt, Utkarsh Sinha",http://arxiv.org/pdf/1605.00572v1,No journal ref found,none,cs.CV,Summary20660,1605.00707v1,2016-05-02T23:37:11Z,Discovering Useful Parts for Pose Estimation in Sparsely Annotated Datasets,"Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke",http://arxiv.org/pdf/1605.00707v1,No journal ref found,none,cs.CV,Summary20661,1605.00732v1,2016-05-03T02:09:22Z,A propagation matting method based on the Local Sampling and KNN Classification with adaptive feature space,"Xiao Chen, Fazhi He",http://arxiv.org/pdf/1605.00732v1,No journal ref found,none,cs.CV,Summary20662,1605.00743v1,2016-05-03T03:09:22Z,Learning Attributes Equals Multi-Source Domain Generalization,"Chuang Gan, Tianbao Yang, Boqing Gong",http://arxiv.org/pdf/1605.00743v1,No journal ref found,none,cs.CV,Summary20663,1605.00763v1,2016-05-03T07:22:49Z,Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns,"Nima Hatami, Michael Goldbaum",http://arxiv.org/pdf/1605.00763v1,"Investigative Ophthalmology and Visual Science, 55 (5), 232, 2014",none,cs.CV,Summary20664,1605.00894v1,2016-05-03T13:17:03Z,Recurrent Convolutional Neural Network Regression for Continuous Pain Intensity Estimation in Video,"Jing Zhou, Xiaopeng Hong, Fei Su, Guoying Zhao",http://arxiv.org/pdf/1605.00894v1,No journal ref found,none,cs.CV,Summary20665,1605.00961v2,2016-05-03T15:58:18Z,Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Main Principles,Olivier Guye,http://arxiv.org/pdf/1605.00961v2,No journal ref found,none,cs.CV,Summary20666,1605.00972v2,2016-05-03T16:36:30Z,Phase 2: DCL System Using Deep Learning Approaches for Land-based or Ship-based Real-Time Recognition and Localization of Marine Mammals - Machine Learning Detection Algorithms,"Peter J. Dugan, Christopher W. Clark, Yann André LeCun, Sofie M. Van Parijs",http://arxiv.org/pdf/1605.00972v2,No journal ref found,none,cs.CV,Summary20667,1605.01014v2,2016-05-03T18:31:12Z,Deep Deformation Network for Object Landmark Localization,"Xiang Yu, Feng Zhou, Manmohan Chandraker",http://arxiv.org/pdf/1605.01014v2,No journal ref found,none,cs.CV,Summary20668,1605.01042v2,2016-05-03T19:42:18Z,Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification,"Shayegan Omidshafiei, Brett T. Lopez, Jonathan P. How, John Vian",http://arxiv.org/pdf/1605.01042v2,No journal ref found,none,cs.CV,Summary20669,1605.01101v1,2016-05-03T21:47:33Z,WEPSAM: Weakly Pre-Learnt Saliency Model,"Avisek Lahiri, Sourya Roy, Anirban Santara, Pabitra Mitra, Prabir Kumar Biswas",http://arxiv.org/pdf/1605.01101v1,No journal ref found,none,cs.CV,Summary20670,1605.01130v1,2016-05-04T02:34:18Z,Mining Discriminative Triplets of Patches for Fine-Grained Classification,"Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1605.01130v1,No journal ref found,none,cs.CV,Summary20671,1605.01141v3,2016-05-04T04:37:52Z,Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints,"Gang Liu, Yann Gousseau, Gui-Song Xia",http://arxiv.org/pdf/1605.01141v3,No journal ref found,none,cs.CV,Summary20672,1605.01156v1,2016-05-04T06:38:19Z,Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets,"Yunjie Liu, Evan Racah, Prabhat, Joaquin Correa, Amir Khosrowshahi, David Lavers, Kenneth Kunkel, Michael Wehner, William Collins",http://arxiv.org/pdf/1605.01156v1,No journal ref found,none,cs.CV,Summary20673,1605.01189v1,2016-05-04T09:25:04Z,A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents,"Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki",http://arxiv.org/pdf/1605.01189v1,No journal ref found,none,cs.CV,Summary20674,1605.01224v2,2016-05-04T11:11:07Z,Learning Covariant Feature Detectors,"Karel Lenc, Andrea Vedaldi",http://arxiv.org/pdf/1605.01224v2,No journal ref found,none,cs.CV,Summary20675,1605.01242v1,2016-05-04T12:15:45Z,Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Applications in Image Analysis,Olivier Guye,http://arxiv.org/pdf/1605.01242v1,No journal ref found,none,cs.CV,Summary20676,1605.01368v2,2016-05-04T18:17:25Z,Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation,"Mehran Javanmardi, Mehdi Sajjadi, Ting Liu, Tolga Tasdizen",http://arxiv.org/pdf/1605.01368v2,No journal ref found,none,cs.CV,Summary20677,1605.01379v2,2016-05-04T18:54:09Z,Leveraging Visual Question Answering for Image-Caption Ranking,"Xiao Lin, Devi Parikh",http://arxiv.org/pdf/1605.01379v2,No journal ref found,none,cs.CV,Summary20678,1605.01397v1,2016-05-04T19:49:17Z,"Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)","David Gutman, Noel C. F. Codella, Emre Celebi, Brian Helba, Michael Marchetti, Nabin Mishra, Allan Halpern",http://arxiv.org/pdf/1605.01397v1,No journal ref found,none,cs.CV,Summary20679,1605.01576v1,2016-05-05T13:04:09Z,Patch-based Texture Synthesis for Image Inpainting,"Tao Zhou, Brian Johnson, Rui Li",http://arxiv.org/pdf/1605.01576v1,No journal ref found,none,cs.CV,Summary20680,1605.01679v1,2016-05-05T18:22:30Z,Learning Action Maps of Large Environments via First-Person Vision,"Nicholas Rhinehart, Kris M. Kitani",http://arxiv.org/pdf/1605.01679v1,No journal ref found,none,cs.CV,Summary20681,1605.01710v2,2016-05-05T19:49:19Z,Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications,"Stanley H. Chan, Xiran Wang, Omar A. Elgendy",http://arxiv.org/pdf/1605.01710v2,No journal ref found,none,cs.CV,Summary20682,1605.01775v2,2016-05-05T22:09:35Z,Adversarial Diversity and Hard Positive Generation,"Andras Rozsa, Ethan M. Rudd, Terrance E. Boult",http://arxiv.org/pdf/1605.01775v2,No journal ref found,none,cs.CV,Summary20683,1605.01790v1,2016-05-05T23:53:32Z,Robust SAR STAP via Kronecker Decomposition,"Kristjan Greenewald, Edmund Zelnio, Alfred Hero",http://arxiv.org/pdf/1605.01790v1,No journal ref found,none,cs.CV,Summary20684,1605.01813v1,2016-05-06T03:58:25Z,Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity,"Sohil Shah, Tom Goldstein, Christoph Studer",http://arxiv.org/pdf/1605.01813v1,No journal ref found,none,cs.CV,Summary20685,1605.01825v1,2016-05-06T05:26:56Z,Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection,"Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby T. Tan",http://arxiv.org/pdf/1605.01825v1,No journal ref found,none,cs.CV,Summary20686,1605.01839v1,2016-05-06T06:53:48Z,Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals,"Gao Zhu, Fatih Porikli, Hongdong Li",http://arxiv.org/pdf/1605.01839v1,No journal ref found,none,cs.CV,Summary20687,1605.01843v1,2016-05-06T07:13:48Z,Perceptually Consistent Color-to-Gray Image Conversion,"Shaodi You, Nick Barnes, Janine Walker",http://arxiv.org/pdf/1605.01843v1,No journal ref found,none,cs.CV,Summary20688,1605.01999v1,2016-05-06T16:32:33Z,Visual Saliency Based on Scale-Space Analysis in the Frequency Domain,"Jian Li, Martin Levine, Xiangjing An, Xin Xu, Hangen He",http://arxiv.org/pdf/1605.01999v1,"Pattern Analysis and Machine Intelligence, IEEE Transactions on 35.4 (2013): 996-1010",none,cs.CV,Summary20689,1605.02057v2,2016-05-06T19:41:25Z,Robust Bayesian Method for Simultaneous Block Sparse Signal Recovery with Applications to Face Recognition,"Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen",http://arxiv.org/pdf/1605.02057v2,No journal ref found,none,cs.CV,Summary20690,1605.02066v2,2016-05-06T01:03:11Z,Shape from Mixed Polarization,"Vage Taamazyan, Achuta Kadambi, Ramesh Raskar",http://arxiv.org/pdf/1605.02066v2,No journal ref found,none,cs.CV,Summary20691,1605.02112v2,2016-05-06T22:23:41Z,"Attribute And-Or Grammar for Joint Parsing of Human Attributes, Part and Pose","Seyoung Park, Bruce Xiaohan Nie, Song-Chun Zhu",http://arxiv.org/pdf/1605.02112v2,No journal ref found,none,cs.CV,Summary20692,1605.02140v1,2016-05-07T03:46:22Z,Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval,"Jacob Chakareski, Immanuel Manohar, Shantanu Rane",http://arxiv.org/pdf/1605.02140v1,No journal ref found,none,cs.CV,Summary20693,1605.02164v1,2016-05-07T09:57:59Z,Fast Bilateral Filtering of Vector-Valued Images,"Sanjay Ghosh, Kunal N. Chaudhury",http://arxiv.org/pdf/1605.02164v1,No journal ref found,none,cs.CV,Summary20694,1605.02178v2,2016-05-07T12:14:04Z,Fast and High-Quality Bilateral Filtering Using Gauss-Chebyshev Approximation,"Sanjay Ghosh, Kunal N. Chaudhury",http://arxiv.org/pdf/1605.02178v2,No journal ref found,none,cs.CV,Summary20695,1605.02240v1,2016-05-07T20:12:12Z,On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal Inference,"Anish Acharya, Uddipan Mukherjee, Charless Fowlkes",http://arxiv.org/pdf/1605.02240v1,No journal ref found,none,cs.CV,Summary20696,1605.02260v1,2016-05-08T01:56:50Z,Deeply Exploit Depth Information for Object Detection,"Saihui Hou, Zilei Wang, Feng Wu",http://arxiv.org/pdf/1605.02260v1,No journal ref found,none,cs.CV,Summary20697,1605.02264v2,2016-05-08T02:25:12Z,Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation,"Golnaz Ghiasi, Charless C. Fowlkes",http://arxiv.org/pdf/1605.02264v2,No journal ref found,none,cs.CV,Summary20698,1605.02266v1,2016-05-08T02:45:33Z,Robust and Low-Rank Representation for Fast Face Identification with Occlusions,"Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos",http://arxiv.org/pdf/1605.02266v1,No journal ref found,none,cs.CV,Summary20699,1605.02289v1,2016-05-08T07:38:40Z,Detecting Ground Control Points via Convolutional Neural Network for Stereo Matching,"Zhun Zhong, Songzhi Su, Donglin Cao, Shaozi Li",http://arxiv.org/pdf/1605.02289v1,No journal ref found,none,cs.CV,Summary20700,1605.02305v2,2016-05-08T10:38:06Z,Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks,"Yuanzhouhan Cao, Zifeng Wu, Chunhua Shen",http://arxiv.org/pdf/1605.02305v2,No journal ref found,none,cs.CV,Summary20701,1605.02346v2,2016-05-08T18:52:24Z,Chained Predictions Using Convolutional Neural Networks,"Georgia Gkioxari, Alexander Toshev, Navdeep Jaitly",http://arxiv.org/pdf/1605.02346v2,No journal ref found,none,cs.CV,Summary20702,1605.02424v1,2016-05-09T06:04:14Z,Learning Discriminative Features with Class Encoder,"Hailin Shi, Xiangyu Zhu, Zhen Lei, Shengcai Liao, Stan Z. Li",http://arxiv.org/pdf/1605.02424v1,No journal ref found,none,cs.CV,Summary20703,1605.02460v1,2016-05-09T08:09:13Z,Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images,"Jiyo. S. Athertya, G. Saravana Kumar",http://arxiv.org/pdf/1605.02460v1,No journal ref found,none,cs.CV,Summary20704,1605.02464v1,2016-05-09T08:25:33Z,Orientation Driven Bag of Appearances for Person Re-identification,"Liqian Ma, Hong Liu, Liang Hu, Can Wang, Qianru Sun",http://arxiv.org/pdf/1605.02464v1,No journal ref found,none,cs.CV,Summary20705,1605.02559v1,2016-05-09T12:38:44Z,Robust imaging of hippocampal inner structure at 7T: in vivo acquisition protocol and methodological choices,"Linda Marrakchi-Kacem, Alexandre Vignaud, Julien Sein, Johanne Germain, Thomas R Henry, Cyril Poupon, Lucie Hertz-Pannier, Stéphane Lehéricy, Olivier Colliot, Pierre-François Van de Moortele, Marie Chupin",http://arxiv.org/pdf/1605.02559v1,"Magnetic Resonance Materials in Physics, Biology and Medicine, Springer Verlag, 2016",none,cs.CV,Summary20706,1605.02686v2,2016-05-09T18:28:44Z,An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks,"Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos D. Castillo, Rama Chellappa",http://arxiv.org/pdf/1605.02686v2,No journal ref found,none,cs.CV,Summary20707,1605.02775v1,2016-05-09T20:48:20Z,"Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines","Diego Sebastián Pérez, Facundo Bromberg, Carlos Ariel Diaz",http://arxiv.org/pdf/1605.02775v1,No journal ref found,none,cs.CV,Summary20708,1605.02783v2,2016-05-09T21:06:30Z,Estimacion de carga muscular mediante imagenes,"Leandro Abraham, Facundo Bromberg, Raymundo Forradellas",http://arxiv.org/pdf/1605.02783v2,No journal ref found,none,cs.CV,Summary20709,1605.02892v1,2016-05-10T08:53:04Z,Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases,"Simone Ercoli, Marco Bertini, Alberto Del Bimbo",http://arxiv.org/pdf/1605.02892v1,No journal ref found,none,cs.CV,Summary20710,1605.02964v2,2016-05-10T12:04:07Z,Weakly Supervised Learning of Affordances,"Abhilash Srikantha, Juergen Gall",http://arxiv.org/pdf/1605.02964v2,No journal ref found,none,cs.CV,Summary20711,1605.02971v2,2016-05-10T12:18:03Z,Structured Receptive Fields in CNNs,"Jörn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou, Arnold W. M. Smeulders",http://arxiv.org/pdf/1605.02971v2,No journal ref found,none,cs.CV,Summary20712,1605.03012v1,2016-05-10T13:42:51Z,Automatic 3D liver location and segmentation via convolutional neural networks and graph cut,"Fang Lu, Fa Wu, Peijun Hu, Zhiyi Peng, Dexing Kong",http://arxiv.org/pdf/1605.03012v1,No journal ref found,none,cs.CV,Summary20713,1605.03124v1,2016-05-10T17:46:59Z,PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses,"Ethan M. Rudd, Manuel Gunther, Terrance E. Boult",http://arxiv.org/pdf/1605.03124v1,No journal ref found,none,cs.CV,Summary20714,1605.03150v1,2016-05-10T18:53:09Z,Road Detection through Supervised Classification,"Yasamin Alkhorshid, Kamelia Aryafar, Sven Bauer, Gerd Wanielik",http://arxiv.org/pdf/1605.03150v1,No journal ref found,none,cs.CV,Summary20715,1605.03170v3,2016-05-10T19:49:40Z,"DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model","Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele",http://arxiv.org/pdf/1605.03170v3,No journal ref found,none,cs.CV,Summary20716,1605.03222v1,2016-05-10T21:52:25Z,Action Recognition in Video Using Sparse Coding and Relative Features,"Anali Alfaro, Domingo Mery, Alvaro Soto",http://arxiv.org/pdf/1605.03222v1,No journal ref found,none,cs.CV,Summary20717,1605.03259v2,2016-05-11T02:05:22Z,Deep Attributes Driven Multi-Camera Person Re-identification,"Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian",http://arxiv.org/pdf/1605.03259v2,No journal ref found,none,cs.CV,Summary20718,1605.03328v1,2016-05-11T08:38:32Z,A robust particle detection algorithm based on symmetry,"Alvaro Rodriguez, Hanqing Zhang, Krister Wiklund, Tomas Brodin, Jonatan Klaminder, Patrik Andersson, Magnus Andersson",http://arxiv.org/pdf/1605.03328v1,No journal ref found,none,cs.CV,Summary20719,1605.03344v1,2016-05-11T09:15:11Z,Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration,"Jiaolong Yang, Hongdong Li, Dylan Campbell, Yunde Jia",http://arxiv.org/pdf/1605.03344v1,No journal ref found,none,cs.CV,Summary20720,1605.03428v1,2016-05-11T13:18:22Z,"Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition","Vivek Sharma, Luc Van Gool",http://arxiv.org/pdf/1605.03428v1,No journal ref found,none,cs.CV,Summary20721,1605.03477v1,2016-05-11T15:27:43Z,On-the-fly Network Pruning for Object Detection,"Marc Masana, Joost van de Weijer, Andrew D. Bagdanov",http://arxiv.org/pdf/1605.03477v1,No journal ref found,none,cs.CV,Summary20722,1605.03557v3,2016-05-11T19:16:24Z,View Synthesis by Appearance Flow,"Tinghui Zhou, Shubham Tulsiani, Weilun Sun, Jitendra Malik, Alexei A. Efros",http://arxiv.org/pdf/1605.03557v3,No journal ref found,none,cs.CV,Summary20723,1605.03621v3,2016-05-11T21:11:30Z,ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels,"Huaijin Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, Alyosha Molnar",http://arxiv.org/pdf/1605.03621v3,No journal ref found,none,cs.CV,Summary20724,1605.03624v1,2016-05-11T21:26:50Z,Blind image separation based on exponentiated transmuted Weibull distribution,"A. M. Adam, R. M. Farouk, M. E. Abd El-aziz",http://arxiv.org/pdf/1605.03624v1,No journal ref found,none,cs.CV,Summary20725,1605.03663v1,2016-05-12T03:10:10Z,Item Popularity Prediction in E-commerce Using Image Quality Feature Vectors,"Stephen Zakrewsky, Kamelia Aryafar, Ali Shokoufandeh",http://arxiv.org/pdf/1605.03663v1,No journal ref found,none,cs.CV,Summary20726,1605.03688v1,2016-05-12T05:59:50Z,Going Deeper into First-Person Activity Recognition,"Minghuang Ma, Haoqi Fan, Kris M. Kitani",http://arxiv.org/pdf/1605.03688v1,No journal ref found,none,cs.CV,Summary20727,1605.03718v2,2016-05-12T08:14:00Z,Improved Image Boundaries for Better Video Segmentation,"Anna Khoreva, Rodrigo Benenson, Fabio Galasso, Matthias Hein, Bernt Schiele",http://arxiv.org/pdf/1605.03718v2,No journal ref found,none,cs.CV,Summary20728,1605.03720v1,2016-05-12T08:22:46Z,Deformable Parts Correlation Filters for Robust Visual Tracking,"Alan Lukežič, Luka Čehovin, Matej Kristan",http://arxiv.org/pdf/1605.03720v1,No journal ref found,none,cs.CV,Summary20729,1605.03804v1,2016-05-12T13:27:12Z,A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection,"Carlos Caetano, Sandra Avila, William Robson Schwartz, Silvio Jamil F. Guimarães, Arnaldo de A. Araújo",http://arxiv.org/pdf/1605.03804v1,No journal ref found,none,cs.CV,Summary20730,1605.03821v1,2016-05-12T14:12:21Z,Crowd Pedestrian Counting Considering Network Flow Constraints in Videos,"Liqing Gao, Yanzhang Wang, Xin Ye, Jian Wang",http://arxiv.org/pdf/1605.03821v1,No journal ref found,none,cs.CV,Summary20731,1605.03865v1,2016-05-12T15:51:39Z,A New Manifold Distance Measure for Visual Object Categorization,"Fengfu Li, Xiayuan Huang, Hong Qiao, Bo Zhang",http://arxiv.org/pdf/1605.03865v1,No journal ref found,none,cs.CV,Summary20732,1605.04046v1,2016-05-13T05:29:33Z,Track Extraction with Hidden Reciprocal Chain Models,"George Stamatescu, Langford B White, Riley Bruce-Doust",http://arxiv.org/pdf/1605.04046v1,No journal ref found,none,cs.CV,Summary20733,1605.04068v1,2016-05-13T07:21:37Z,Fast Semantic Image Segmentation with High Order Context and Guided Filtering,"Falong Shen, Gang Zeng",http://arxiv.org/pdf/1605.04068v1,No journal ref found,none,cs.CV,Summary20734,1605.04129v1,2016-05-13T11:04:28Z,With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams,"Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva",http://arxiv.org/pdf/1605.04129v1,No journal ref found,none,cs.CV,Summary20735,1605.04243v1,2016-05-13T16:36:09Z,Simultaneous Surface Reflectance and Fluorescence Spectra Estimation,"Henryk Blasinski, Joyce Farrell, Brian Wandell",http://arxiv.org/pdf/1605.04243v1,No journal ref found,none,cs.CV,Summary20736,1605.04250v2,2016-05-13T16:56:10Z,Color Homography,"Graham D. Finlayson, Han Gong, Robert B. Fisher",http://arxiv.org/pdf/1605.04250v2,No journal ref found,none,cs.CV,Summary20737,1605.04253v2,2016-05-13T17:05:01Z,An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild,"Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha",http://arxiv.org/pdf/1605.04253v2,No journal ref found,none,cs.CV,Summary20738,1605.04369v1,2016-05-14T03:17:15Z,Neural Dataset Generality,"Ragav Venkatesan, Vijetha Gattupalli, Baoxin Li",http://arxiv.org/pdf/1605.04369v1,No journal ref found,none,cs.CV,Summary20739,1605.04478v1,2016-05-14T22:39:29Z,Gabor Barcodes for Medical Image Retrieval,"Mina Nouredanesh, Hamid R. Tizhoosh, Ershad Banijamali",http://arxiv.org/pdf/1605.04478v1,No journal ref found,none,cs.CV,Summary20740,1605.04502v2,2016-05-15T07:09:28Z,Joint Learning of Siamese CNNs and Temporally Constrained Metrics for Tracklet Association,"Bing Wang, Li Wang, Bing Shuai, Zhen Zuo, Ting Liu, Kap Luk Chan, Gang Wang",http://arxiv.org/pdf/1605.04502v2,No journal ref found,none,cs.CV,Summary20741,1605.04603v1,2016-05-15T20:11:27Z,Improving the Neural Algorithm of Artistic Style,"Roman Novak, Yaroslav Nikulin",http://arxiv.org/pdf/1605.04603v1,No journal ref found,none,cs.CV,Summary20742,1605.04634v1,2016-05-16T02:30:28Z,Heart Beat Characterization from Ballistocardiogram Signals using Extended Functions of Multiple Instances,"Changzhe Jiao, Princess Lyons, Alina Zare, Licet Rosales, Marjorie Skubic",http://arxiv.org/pdf/1605.04634v1,"IEEE EMBC 2016, pp. 1-5",none,cs.CV,Summary20743,1605.04711v2,2016-05-16T10:21:25Z,Ternary Weight Networks,"Fengfu Li, Bo Zhang, Bin Liu",http://arxiv.org/pdf/1605.04711v2,No journal ref found,none,cs.CV,Summary20744,1605.04785v1,2016-05-16T14:42:34Z,An Alternative Matting Laplacian,François Pitié,http://arxiv.org/pdf/1605.04785v1,No journal ref found,none,cs.CV,Summary20745,1605.04806v1,2016-05-16T15:30:05Z,Multilevel Thresholding Segmentation of T2 weighted Brain MRI images using Convergent Heterogeneous Particle Swarm Optimization,"Mohammad Hamed Mozaffari, Won-Sook Lee",http://arxiv.org/pdf/1605.04806v1,No journal ref found,none,cs.CV,Summary20746,1605.04988v2,2016-05-16T23:59:10Z,Going Deeper into Action Recognition: A Survey,"Samitha Herath, Mehrtash Harandi, Fatih Porikli",http://arxiv.org/pdf/1605.04988v2,No journal ref found,none,cs.CV,Summary20747,1605.04996v1,2016-05-17T01:33:20Z,SemiContour: A Semi-supervised Learning Approach for Contour Detection,"Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang",http://arxiv.org/pdf/1605.04996v1,No journal ref found,none,cs.CV,Summary20748,1605.05019v1,2016-05-17T05:07:51Z,Image stitching with perspective-preserving warping,"Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang",http://arxiv.org/pdf/1605.05019v1,No journal ref found,none,cs.CV,Summary20749,1605.05034v3,2016-05-17T06:50:55Z,LIME: A Method for Low-light IMage Enhancement,Xiaojie Guo,http://arxiv.org/pdf/1605.05034v3,No journal ref found,none,cs.CV,Summary20750,1605.05106v1,2016-05-17T10:53:07Z,Detecting Violent Crowds using Temporal Analysis of GLCM Texture,"Kaelon Lloyd, David Marshall, Simon C. Moore, Paul L. Rosin",http://arxiv.org/pdf/1605.05106v1,No journal ref found,none,cs.CV,Summary20751,1605.05180v1,2016-05-17T14:26:14Z,Structured Prediction of 3D Human Pose with Deep Neural Networks,"Bugra Tekin, Isinsu Katircioglu, Mathieu Salzmann, Vincent Lepetit, Pascal Fua",http://arxiv.org/pdf/1605.05180v1,No journal ref found,none,cs.CV,Summary20752,1605.05197v1,2016-05-17T14:55:03Z,Towards Weakly-Supervised Action Localization,"Philippe Weinzaepfel, Xavier Martin, Cordelia Schmid",http://arxiv.org/pdf/1605.05197v1,No journal ref found,none,cs.CV,Summary20753,1605.05258v1,2016-05-17T17:33:18Z,Real-time Eye Gaze Direction Classification Using Convolutional Neural Network,"Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1605.05258v1,No journal ref found,none,cs.CV,Summary20754,1605.05272v1,2016-05-17T18:10:43Z,Fast and Accurate Algorithm for Eye Localization for Gaze Tracking in Low Resolution Images,"Anjith George, Aurobinda Routray",http://arxiv.org/pdf/1605.05272v1,No journal ref found,none,cs.CV,Summary20755,1605.05395v1,2016-05-17T23:08:46Z,Learning Deep Representations of Fine-grained Visual Descriptions,"Scott Reed, Zeynep Akata, Bernt Schiele, Honglak Lee",http://arxiv.org/pdf/1605.05395v1,No journal ref found,none,cs.CV,Summary20756,1605.05411v3,2016-05-18T01:13:09Z,Are Facial Attributes Adversarially Robust?,"Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult",http://arxiv.org/pdf/1605.05411v3,No journal ref found,none,cs.CV,Summary20757,1605.05415v1,2016-05-18T01:38:37Z,Relative distance features for gait recognition with Kinect,"Ke Yang, Yong Dou, Shaohe Lv, Fei Zhang, Qi Lv",http://arxiv.org/pdf/1605.05415v1,No journal ref found,none,cs.CV,Summary20758,1605.05440v1,2016-05-18T05:00:12Z,Beyond Caption To Narrative: Video Captioning With Multiple Sentences,"Andrew Shin, Katsunori Ohnishi, Tatsuya Harada",http://arxiv.org/pdf/1605.05440v1,No journal ref found,none,cs.CV,Summary20759,1605.05462v1,2016-05-18T07:37:22Z,Dual Local-Global Contextual Pathways for Recognition in Aerial Imagery,"Alina Marcu, Marius Leordeanu",http://arxiv.org/pdf/1605.05462v1,No journal ref found,none,cs.CV,Summary20760,1605.05466v1,2016-05-18T07:44:38Z,Image segmentation with superpixel-based covariance descriptors in low-rank representation,"Xianbin Gu, Jeremiah D. Deng, Martin K. Purvis",http://arxiv.org/pdf/1605.05466v1,No journal ref found,none,cs.CV,Summary20761,1605.05538v1,2016-05-18T12:06:35Z,Improving Weakly-Supervised Object Localization By Micro-Annotation,"Alexander Kolesnikov, Christoph H. Lampert",http://arxiv.org/pdf/1605.05538v1,No journal ref found,none,cs.CV,Summary20762,1605.05579v3,2016-05-18T13:50:04Z,Low-Rank Matrices on Graphs: Generalized Recovery & Applications,"Nauman Shahid, Nathanael Perraudin, Pierre Vandergheynst",http://arxiv.org/pdf/1605.05579v3,No journal ref found,none,cs.CV,Summary20763,1605.05757v2,2016-05-18T21:07:35Z,Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscopy,"Menglong Ye, Edward Johns, Benjamin Walter, Alexander Meining, Guang-Zhong Yang",http://arxiv.org/pdf/1605.05757v2,No journal ref found,none,cs.CV,Summary20764,1605.05791v1,2016-05-19T01:02:22Z,A Generic Framework for Assessing the Performance Bounds of Image Feature Detectors,"Shoaib Ehsan, Adrian F. Clark, Ales Leonardis, Naveed ur Rehman, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1605.05791v1,No journal ref found,none,cs.CV,Summary20765,1605.05829v1,2016-05-19T06:59:03Z,On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification,"Jie Liang, Jun Zhou, Yuntao Qian, Lian Wen, Xiao Bai, Yongsheng Gao",http://arxiv.org/pdf/1605.05829v1,No journal ref found,none,cs.CV,Summary20766,1605.05863v1,2016-05-19T09:24:40Z,Siamese Instance Search for Tracking,"Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders",http://arxiv.org/pdf/1605.05863v1,No journal ref found,none,cs.CV,Summary20767,1605.05904v2,2016-05-19T11:56:55Z,Re-ranking Object Proposals for Object Detection in Automatic Driving,"Zhun Zhong, Mingyi Lei, Shaozi Li, Jianping Fan",http://arxiv.org/pdf/1605.05904v2,No journal ref found,none,cs.CV,Summary20768,1605.05912v1,2016-05-19T12:20:40Z,Tongue contour extraction from ultrasound images based on deep neural network,"Aurore Jaumard-Hakoun, Kele Xu, Pierre Roussel-Ragot, Gérard Dreyfus, Bruce Denby",http://arxiv.org/pdf/1605.05912v1,No journal ref found,none,cs.CV,Summary20769,1605.05923v1,2016-05-19T12:50:10Z,Matching Handwritten Document Images,"Praveen Krishnan, C. V. Jawahar",http://arxiv.org/pdf/1605.05923v1,No journal ref found,none,cs.CV,Summary20770,1605.05937v1,2016-05-19T13:14:13Z,Hierarchical Piecewise-Constant Super-regions,"Imanol Luengo, Mark Basham, Andrew P. French",http://arxiv.org/pdf/1605.05937v1,No journal ref found,none,cs.CV,Summary20771,1605.05967v1,2016-05-19T14:17:46Z,Contour-based 3d tongue motion visualization using ultrasound image sequences,"Kele Xu, Yin Yang, Clémence Leboullenger, Pierre Roussel, Bruce Denby",http://arxiv.org/pdf/1605.05967v1,No journal ref found,none,cs.CV,Summary20772,1605.05977v1,2016-05-19T14:38:59Z,A Geometric Approach to Color Image Regularization,"Freddie Åström, Christoph Schnörr",http://arxiv.org/pdf/1605.05977v1,No journal ref found,none,cs.CV,Summary20773,1605.06052v1,2016-05-19T17:08:16Z,Hierarchical Clustering in Face Similarity Score Space,"Jason Grant, Patrick Flynn",http://arxiv.org/pdf/1605.06052v1,No journal ref found,none,cs.CV,Summary20774,1605.06094v1,2016-05-19T19:42:42Z,Automatic Selection of the Optimal Local Feature Detector,"Bruno Ferrarini, Shoaib Ehsan, Naveed Ur Rehman, Ales Leonardis, Klaus D. McDonald-Maier",http://arxiv.org/pdf/1605.06094v1,No journal ref found,none,cs.CV,Summary20775,1605.06106v1,2016-05-19T19:56:38Z,Development of a 3D tongue motion visualization platform based on ultrasound image sequences,"Kele Xu, Yin Yang, Aurore Jaumard-Hakoun, Clemence Leboullenger, Gerard Dreyfus, Pierre Roussel, Maureen Stone, Bruce Denby",http://arxiv.org/pdf/1605.06106v1,No journal ref found,none,cs.CV,Summary20776,1605.06177v1,2016-05-20T00:03:42Z,Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art,"David Hall, Pietro Perona",http://arxiv.org/pdf/1605.06177v1,No journal ref found,none,cs.CV,Summary20777,1605.06182v1,2016-05-20T00:33:48Z,Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods,"Mehrtash Harandi, Mathieu Salzmann, Richard Hartley",http://arxiv.org/pdf/1605.06182v1,No journal ref found,none,cs.CV,Summary20778,1605.06211v1,2016-05-20T04:30:16Z,Fully Convolutional Networks for Semantic Segmentation,"Evan Shelhamer, Jonathan Long, Trevor Darrell",http://arxiv.org/pdf/1605.06211v1,No journal ref found,none,cs.CV,Summary20779,1605.06217v2,2016-05-20T05:54:54Z,Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition,"Xiao Liu, Jiang Wang, Shilei Wen, Errui Ding, Yuanqing Lin",http://arxiv.org/pdf/1605.06217v2,No journal ref found,none,cs.CV,Summary20780,1605.06240v3,2016-05-20T08:15:57Z,FPNN: Field Probing Neural Networks for 3D Data,"Yangyan Li, Soeren Pirk, Hao Su, Charles R. Qi, Leonidas J. Guibas",http://arxiv.org/pdf/1605.06240v3,No journal ref found,none,cs.CV,Summary20781,1605.06325v1,2016-05-20T12:38:24Z,Superpixel Hierarchy,"Xing Wei, Qingxiong Yang, Yihong Gong, Ming-Hsuan Yang, Narendra Ahuja",http://arxiv.org/pdf/1605.06325v1,No journal ref found,none,cs.CV,Summary20782,1605.06409v2,2016-05-20T15:50:11Z,R-FCN: Object Detection via Region-based Fully Convolutional Networks,"Jifeng Dai, Yi Li, Kaiming He, Jian Sun",http://arxiv.org/pdf/1605.06409v2,No journal ref found,none,cs.CV,Summary20783,1605.06417v1,2016-05-20T16:07:41Z,Shape Recognition by Bag of Skeleton-associated Contour Parts,"Wei Shen, Yuan Jiang, Wenjing Gao, Dan Zeng, Xinggang Wang",http://arxiv.org/pdf/1605.06417v1,No journal ref found,none,cs.CV,Summary20784,1605.06437v1,2016-05-20T17:02:40Z,Learning shape correspondence with anisotropic convolutional neural networks,"Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Michael M. Bronstein",http://arxiv.org/pdf/1605.06437v1,No journal ref found,none,cs.CV,Summary20785,1605.06474v1,2016-05-20T19:11:04Z,X-ray image separation via coupled dictionary learning,"Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies",http://arxiv.org/pdf/1605.06474v1,No journal ref found,none,cs.CV,Summary20786,1605.06597v1,2016-05-21T06:58:02Z,Adaptive Algorithm and Platform Selection for Visual Detection and Tracking,"Shu Zhang, Qi Zhu, Amit Roy-Chowdhury",http://arxiv.org/pdf/1605.06597v1,No journal ref found,none,cs.CV,Summary20787,1605.06695v1,2016-05-21T20:08:53Z,Fine-to-coarse Knowledge Transfer For Low-Res Image Classification,"Xingchao Peng, Judy Hoffman, Stella X. Yu, Kate Saenko",http://arxiv.org/pdf/1605.06695v1,No journal ref found,none,cs.CV,Summary20788,1605.06764v1,2016-05-22T09:52:16Z,3D Face Tracking and Texture Fusion in the Wild,"Patrik Huber, Philipp Kopp, Matthias Rätsch, William Christmas, Josef Kittler",http://arxiv.org/pdf/1605.06764v1,No journal ref found,none,cs.CV,Summary20789,1605.06820v1,2016-05-22T17:09:29Z,Automated Resolution Selection for Image Segmentation,"Fares Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan",http://arxiv.org/pdf/1605.06820v1,No journal ref found,none,cs.CV,Summary20790,1605.06863v1,2016-05-22T23:56:34Z,Self-expressive Dictionary Learning for Dynamic 3D Reconstruction,"Enliang Zheng, Dinghuang Ji, Enrique Dunn, Jan-Michael Frahm",http://arxiv.org/pdf/1605.06863v1,No journal ref found,none,cs.CV,Summary20791,1605.06878v1,2016-05-23T02:46:47Z,Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Image Recognition,"Xiu-Shen Wei, Chen-Wei Xie, Jianxin Wu",http://arxiv.org/pdf/1605.06878v1,No journal ref found,none,cs.CV,Summary20792,1605.06885v1,2016-05-23T03:43:00Z,Bridging Category-level and Instance-level Semantic Image Segmentation,"Zifeng Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1605.06885v1,No journal ref found,none,cs.CV,Summary20793,1605.06914v2,2016-05-23T07:12:54Z,Embedding based on function approximation for large scale image search,"Thanh-Toan Do, Ngai-Man Cheung",http://arxiv.org/pdf/1605.06914v2,No journal ref found,none,cs.CV,Summary20794,1605.07003v2,2016-05-23T13:00:38Z,Image Restoration with Locally Selected Class-Adapted Models,"Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo",http://arxiv.org/pdf/1605.07003v2,No journal ref found,none,cs.CV,Summary20795,1605.07081v2,2016-05-23T16:31:43Z,Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions,"Ayan Chakrabarti, Jingyu Shao, Gregory Shakhnarovich",http://arxiv.org/pdf/1605.07081v2,No journal ref found,none,cs.CV,Summary20796,1605.07104v1,2016-05-23T17:25:40Z,Generic Instance Search and Re-identification from One Example via Attributes and Categories,"Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang",http://arxiv.org/pdf/1605.07104v1,No journal ref found,none,cs.CV,Summary20797,1605.07116v1,2016-05-23T17:54:57Z,A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms,"Fernando A. Fardo, Victor H. Conforto, Francisco C. de Oliveira, Paulo S. Rodrigues",http://arxiv.org/pdf/1605.07116v1,No journal ref found,none,cs.CV,Summary20798,1605.07251v1,2016-05-24T01:24:26Z,Dense CNN Learning with Equivalent Mappings,"Jianxin Wu, Chen-Wei Xie, Jian-Hao Luo",http://arxiv.org/pdf/1605.07251v1,No journal ref found,none,cs.CV,Summary20799,1605.07270v1,2016-05-24T02:42:53Z,Learning a Metric Embedding for Face Recognition using the Multibatch Method,"Oren Tadmor, Yonatan Wexler, Tal Rosenwein, Shai Shalev-Shwartz, Amnon Shashua",http://arxiv.org/pdf/1605.07270v1,No journal ref found,none,cs.CV,Summary20800,1605.07289v2,2016-05-24T05:06:29Z,EventNet Version 1.1 Technical Report,"Dongang Wang, Zheng Shou, Hongyi Liu, Shih-Fu Chang",http://arxiv.org/pdf/1605.07289v2,No journal ref found,none,cs.CV,Summary20801,1605.07314v1,2016-05-24T06:48:23Z,DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images,"Zhuoyao Zhong, Lianwen Jin, Shuye Zhang, Ziyong Feng",http://arxiv.org/pdf/1605.07314v1,No journal ref found,none,cs.CV,Summary20802,1605.07363v1,2016-05-24T10:22:33Z,Spatio-Temporal Image Boundary Extrapolation,"Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz",http://arxiv.org/pdf/1605.07363v1,No journal ref found,none,cs.CV,Summary20803,1605.07369v1,2016-05-24T10:40:13Z,Quickest Moving Object Detection,"Dong Lao, Ganesh Sundaramoorthi",http://arxiv.org/pdf/1605.07369v1,No journal ref found,none,cs.CV,Summary20804,1605.07586v2,2016-05-24T19:03:54Z,Natural Scene Image Segmentation Based on Multi-Layer Feature Extraction,"Fariba Zohrizadeh, Mohsen Kheirandishfard, Farhad Kamangar",http://arxiv.org/pdf/1605.07586v2,No journal ref found,none,cs.CV,Summary20805,1605.07648v3,2016-05-24T20:28:53Z,FractalNet: Ultra-Deep Neural Networks without Residuals,"Gustav Larsson, Michael Maire, Gregory Shakhnarovich",http://arxiv.org/pdf/1605.07648v3,No journal ref found,none,cs.CV,Summary20806,1605.07651v1,2016-05-24T20:34:03Z,Self Paced Deep Learning for Weakly Supervised Object Detection,"Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe",http://arxiv.org/pdf/1605.07651v1,No journal ref found,none,cs.CV,Summary20807,1605.07678v3,2016-05-24T22:36:02Z,An Analysis of Deep Neural Network Models for Practical Applications,"Alfredo Canziani, Adam Paszke, Eugenio Culurciello",http://arxiv.org/pdf/1605.07678v3,No journal ref found,none,cs.CV,Summary20808,1605.07681v2,2016-05-24T23:00:52Z,Convolutional Random Walk Networks for Semantic Image Segmentation,"Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi",http://arxiv.org/pdf/1605.07681v2,No journal ref found,none,cs.CV,Summary20809,1605.07686v2,2016-05-24T23:25:23Z,Local Perturb-and-MAP for Structured Prediction,"Gedas Bertasius, Qiang Liu, Lorenzo Torresani, Jianbo Shi",http://arxiv.org/pdf/1605.07686v2,No journal ref found,none,cs.CV,Summary20810,1605.07699v1,2016-05-25T01:30:12Z,Describing Human Aesthetic Perception by Deeply-learned Attributes from Flickr,L. Zhang,http://arxiv.org/pdf/1605.07699v1,No journal ref found,none,cs.CV,Summary20811,1605.07716v1,2016-05-25T03:35:11Z,Deeply-Fused Nets,"Jingdong Wang, Zhen Wei, Ting Zhang, Wenjun Zeng",http://arxiv.org/pdf/1605.07716v1,No journal ref found,none,cs.CV,Summary20812,1605.07866v2,2016-05-25T13:03:48Z,DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks,"Martin Rajchl, Matthew C. H. Lee, Ozan Oktay, Konstantinos Kamnitsas, Jonathan Passerat-Palmbach, Wenjia Bai, Mellisa Damodaram, Mary A. Rutherford, Joseph V. Hajnal, Bernhard Kainz, Daniel Rueckert",http://arxiv.org/pdf/1605.07866v2,No journal ref found,none,cs.CV,Summary20813,1605.08068v1,2016-05-25T20:52:28Z,Real-Time Human Motion Capture with Multiple Depth Cameras,"Alireza Shafaei, James J. Little",http://arxiv.org/pdf/1605.08068v1,No journal ref found,none,cs.CV,Summary20814,1605.08125v1,2016-05-26T02:22:57Z,Automatic Action Annotation in Weakly Labeled Videos,"Waqas Sultani, Mubarak Shah",http://arxiv.org/pdf/1605.08125v1,No journal ref found,none,cs.CV,Summary20815,1605.08140v3,2016-05-26T04:02:01Z,Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters,"AJ Piergiovanni, Chenyou Fan, Michael S. Ryoo",http://arxiv.org/pdf/1605.08140v3,AAAI 2017,none,cs.CV,Summary20816,1605.08151v1,2016-05-26T05:50:09Z,Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning,"Soravit Changpinyo, Wei-Lun Chao, Fei Sha",http://arxiv.org/pdf/1605.08151v1,No journal ref found,none,cs.CV,Summary20817,1605.08154v1,2016-05-26T06:09:24Z,A single scale retinex based method for palm vein extraction,"Chongyang Wang, Ming Peng, Lingfeng Xu, Tong Chen",http://arxiv.org/pdf/1605.08154v1,No journal ref found,none,cs.CV,Summary20818,1605.08323v1,2016-05-26T15:11:09Z,Aerial image geolocalization from recognition and matching of roads and intersections,"Dragos Costea, Marius Leordeanu",http://arxiv.org/pdf/1605.08323v1,No journal ref found,none,cs.CV,Summary20819,1605.08350v1,2016-05-26T16:06:58Z,Benign-Malignant Lung Nodule Classification with Geometric and Appearance Histogram Features,"Tizita Nesibu Shewaye, Alhayat Ali Mekonnen",http://arxiv.org/pdf/1605.08350v1,No journal ref found,none,cs.CV,Summary20820,1605.08397v1,2016-05-26T18:28:49Z,Domain Transfer Multi-Instance Dictionary Learning,"Ke Wang, Jiayong Liu, Daniel González",http://arxiv.org/pdf/1605.08397v1,No journal ref found,none,cs.CV,Summary20821,1605.08401v1,2016-05-26T18:40:31Z,Dense Volume-to-Volume Vascular Boundary Detection,"Jameson Merkow, David Kriegman, Alison Marsden, Zhuowen Tu",http://arxiv.org/pdf/1605.08401v1,No journal ref found,none,cs.CV,Summary20822,1605.08680v1,2016-05-27T15:15:04Z,Achieving stable subspace clustering by post-processing generic clustering results,"Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh",http://arxiv.org/pdf/1605.08680v1,No journal ref found,none,cs.CV,Summary20823,1605.08831v1,2016-05-28T02:13:32Z,Weighted Residuals for Very Deep Networks,"Falong Shen, Gang Zeng",http://arxiv.org/pdf/1605.08831v1,No journal ref found,none,cs.CV,Summary20824,1605.08856v1,2016-05-28T07:18:51Z,A Channelized Binning Method for Extraction of Dominant Color Pixel Value,"Siddu P Algur, N H Ayachit, Vivek R",http://arxiv.org/pdf/1605.08856v1,No journal ref found,none,cs.CV,Summary20825,1605.08857v1,2016-05-28T07:22:55Z,Video Key Frame Extraction using Entropy value as Global and Local Feature,"Siddu P Algur, Vivek R",http://arxiv.org/pdf/1605.08857v1,No journal ref found,none,cs.CV,Summary20826,1605.08881v1,2016-05-28T12:09:53Z,Sparse Coding and Counting for Robust Visual Tracking,"Risheng Liu, Jing Wang, Yiyang Wang, Zhixun Su, Yu Cai",http://arxiv.org/pdf/1605.08881v1,No journal ref found,none,cs.CV,Summary20827,1605.09016v2,2016-05-29T15:33:15Z,Semi-supervised Zero-Shot Learning by a Clustering-based Approach,"Seyed Mohsen Shojaee, Mahdieh Soleymani Baghshah",http://arxiv.org/pdf/1605.09016v2,No journal ref found,none,cs.CV,Summary20828,1605.09062v1,2016-05-29T21:07:10Z,Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information,"Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi",http://arxiv.org/pdf/1605.09062v1,No journal ref found,none,cs.CV,Summary20829,1605.09336v1,2016-05-30T17:28:02Z,Learning the image processing pipeline,"Haomiao Jiang, Qiyuan Tian, Joyce Farrell, Brian Wandell",http://arxiv.org/pdf/1605.09336v1,No journal ref found,none,cs.CV,Summary20830,1605.09452v1,2016-05-31T00:34:37Z,Latent Bi-constraint SVM for Video-based Object Recognition,"Yang Liu, Minh Hoai, Mang Shao, Tae-Kyun Kim",http://arxiv.org/pdf/1605.09452v1,No journal ref found,none,cs.CV,Summary20831,1605.09526v3,2016-05-31T08:43:25Z,Intention from Motion,"Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino",http://arxiv.org/pdf/1605.09526v3,No journal ref found,none,cs.CV,Summary20832,1605.09546v1,2016-05-31T09:37:55Z,Semantic-Aware Depth Super-Resolution in Outdoor Scenes,"Miaomiao Liu, Mathieu Salzmann, Xuming He",http://arxiv.org/pdf/1605.09546v1,No journal ref found,none,cs.CV,Summary20833,1605.09559v1,2016-05-31T10:22:38Z,Modeling Photographic Composition via Triangles,"Zihan Zhou, Siqiong He, Jia Li, James Z. Wang",http://arxiv.org/pdf/1605.09559v1,No journal ref found,none,cs.CV,Summary20834,1605.09582v1,2016-05-31T11:13:20Z,Model-driven Simulations for Deep Convolutional Neural Networks,"V S R Veeravasarapu, Constantin Rothkopf, Visvanathan Ramesh",http://arxiv.org/pdf/1605.09582v1,No journal ref found,none,cs.CV,Summary20835,1605.09584v1,2016-05-31T11:19:01Z,A Sparse Representation of Complete Local Binary Pattern Histogram for Human Face Recognition,"Mawloud Guermoui, Mohamed L. Mekhalfi",http://arxiv.org/pdf/1605.09584v1,No journal ref found,none,cs.CV,Summary20836,1605.09612v1,2016-05-31T13:09:40Z,"The use of deep learning in image segmentation, classification and detection","M. S. Badea, I. I. Felea, L. M. Florea, C. Vertan",http://arxiv.org/pdf/1605.09612v1,No journal ref found,none,cs.CV,Summary20837,1605.09653v3,2016-05-31T15:01:46Z,"A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets","Srikrishna Karanam, Mengran Gou, Ziyan Wu, Angels Rates-Borras, Octavia Camps, Richard J. Radke",http://arxiv.org/pdf/1605.09653v3,No journal ref found,none,cs.CV,Summary20838,1605.09759v1,2016-05-31T18:39:48Z,Fast Zero-Shot Image Tagging,"Yang Zhang, Boqing Gong, Mubarak Shah",http://arxiv.org/pdf/1605.09759v1,No journal ref found,none,cs.CV,Summary20839,1606.00021v1,2016-05-31T20:03:13Z,Texture Synthesis Using Shallow Convolutional Networks with Random Filters,"Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge",http://arxiv.org/pdf/1606.00021v1,No journal ref found,none,cs.CV,Summary20840,1606.00103v2,2016-06-01T03:26:43Z,A Comparative Study of Algorithms for Realtime Panoramic Video Blending,"Zhe Zhu, Jiaming Lu, Minxuan Wang, Songhai Zhang, Ralph Martin, Hantao Liu, Shimin Hu",http://arxiv.org/pdf/1606.00103v2,No journal ref found,none,cs.CV,Summary20841,1606.00110v1,2016-06-01T04:28:10Z,OpenSalicon: An Open Source Implementation of the Salicon Saliency Model,Christopher Thomas,http://arxiv.org/pdf/1606.00110v1,No journal ref found,none,cs.CV,Summary20842,1606.00151v2,2016-06-01T07:47:07Z,Mapping and Localization from Planar Markers,"Rafael Muñoz-Salinas, Manuel J. Marín-Jimenez, Enrique Yeguas-Bolivar, Rafael Medina-Carnicer",http://arxiv.org/pdf/1606.00151v2,No journal ref found,none,cs.CV,Summary20843,1606.00166v1,2016-06-01T08:29:51Z,Multiview Rectification of Folded Documents,"Shaodi You, Yasuyuki Matsushita, Sudipta Sinha, Yusuke Bou, Katsushi Ikeuchi",http://arxiv.org/pdf/1606.00166v1,No journal ref found,none,cs.CV,Summary20844,1606.00185v1,2016-06-01T09:23:48Z,A Survey on Learning to Hash,"Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen",http://arxiv.org/pdf/1606.00185v1,No journal ref found,none,cs.CV,Summary20845,1606.00219v1,2016-06-01T11:01:54Z,Hyperspectral Subspace Identification Using SURE,"Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson",http://arxiv.org/pdf/1606.00219v1,No journal ref found,none,cs.CV,Summary20846,1606.00305v3,2016-06-01T14:33:17Z,Improving Deep Neural Network with Multiple Parametric Exponential Linear Units,"Yang Li, Chunxiao Fan, Yong Li, Qiong Wu, Yue Ming",http://arxiv.org/pdf/1606.00305v3,No journal ref found,none,cs.CV,Summary20847,1606.00373v2,2016-06-01T18:03:00Z,Deeper Depth Prediction with Fully Convolutional Residual Networks,"Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab",http://arxiv.org/pdf/1606.00373v2,No journal ref found,none,cs.CV,Summary20848,1606.00487v3,2016-06-01T22:27:41Z,Recurrent Fully Convolutional Networks for Video Segmentation,"Sepehr Valipour, Mennatullah Siam, Martin Jagersand, Nilanjan Ray",http://arxiv.org/pdf/1606.00487v3,No journal ref found,none,cs.CV,Summary20849,1606.00625v1,2016-06-02T11:13:04Z,Storytelling of Photo Stream with Bidirectional Multi-thread Recurrent Neural Network,"Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen",http://arxiv.org/pdf/1606.00625v1,No journal ref found,none,cs.CV,Summary20850,1606.00850v3,2016-06-02T20:08:28Z,Face Detection with End-to-End Integration of a ConvNet and a 3D Model,"Yunzhu Li, Benyuan Sun, Tianfu Wu, Yizhou Wang",http://arxiv.org/pdf/1606.00850v3,No journal ref found,none,cs.CV,Summary20851,1606.00915v1,2016-06-02T21:52:21Z,"DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs","Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille",http://arxiv.org/pdf/1606.00915v1,No journal ref found,none,cs.CV,Summary20852,1606.01001v1,2016-06-03T08:08:30Z,On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities,"Alexander Hagg, Frederik Hegger, Paul Plöger",http://arxiv.org/pdf/1606.01001v1,No journal ref found,none,cs.CV,Summary20853,1606.01093v1,2016-05-27T09:31:34Z,Extraction of clinical information from the non-invasive fetal electrocardiogram,Joachim Behar,http://arxiv.org/pdf/1606.01093v1,No journal ref found,none,cs.CV,Summary20854,1606.01100v1,2016-06-03T14:28:28Z,Learning under Distributed Weak Supervision,"Martin Rajchl, Matthew C. H. Lee, Franklin Schrans, Alice Davidson, Jonathan Passerat-Palmbach, Giacomo Tarroni, Amir Alansary, Ozan Oktay, Bernhard Kainz, Daniel Rueckert",http://arxiv.org/pdf/1606.01100v1,No journal ref found,none,cs.CV,Summary20855,1606.01167v1,2016-06-03T16:21:07Z,How Deep is the Feature Analysis underlying Rapid Visual Categorization?,"Sven Eberhardt, Jonah Cader, Thomas Serre",http://arxiv.org/pdf/1606.01167v1,No journal ref found,none,cs.CV,Summary20856,1606.01286v2,2016-06-03T21:57:48Z,Incorporating long-range consistency in CNN-based texture generation,"G. Berger, R. Memisevic",http://arxiv.org/pdf/1606.01286v2,No journal ref found,none,cs.CV,Summary20857,1606.01299v3,2016-06-03T22:56:49Z,RAISR: Rapid and Accurate Image Super Resolution,"Yaniv Romano, John Isidoro, Peyman Milanfar",http://arxiv.org/pdf/1606.01299v3,No journal ref found,none,cs.CV,Summary20858,1606.01377v3,2016-06-04T13:39:18Z,A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets,"Rujie Yin, Tingran Gao, Yue M. Lu, Ingrid Daubechies",http://arxiv.org/pdf/1606.01377v3,No journal ref found,none,cs.CV,Summary20859,1606.01393v1,2016-06-04T16:51:37Z,Automated Image Captioning for Rapid Prototyping and Resource Constrained Environments,"Karan Sharma, Arun CS Kumar, Suchendra Bhandarkar",http://arxiv.org/pdf/1606.01393v1,No journal ref found,none,cs.CV,Summary20860,1606.01455v2,2016-06-05T02:38:20Z,Multimodal Residual Learning for Visual QA,"Jin-Hwa Kim, Sang-Woo Lee, Dong-Hyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang",http://arxiv.org/pdf/1606.01455v2,No journal ref found,none,cs.CV,Summary20861,1606.01460v1,2016-06-05T04:15:53Z,Nighttime Haze Removal with Illumination Correction,"Jing Zhang, Yang Cao, Zengfu Wang",http://arxiv.org/pdf/1606.01460v1,No journal ref found,none,cs.CV,Summary20862,1606.01481v1,2016-06-05T08:52:06Z,Better Image Segmentation by Exploiting Dense Semantic Predictions,"Qiyang Zhao, Lewis D Griffin",http://arxiv.org/pdf/1606.01481v1,No journal ref found,none,cs.CV,Summary20863,1606.01519v1,2016-06-05T14:40:54Z,A Deep Learning Approach to Block-based Compressed Sensing of Images,"Amir Adler, David Boublil, Michael Elad, Michael Zibulevsky",http://arxiv.org/pdf/1606.01519v1,No journal ref found,none,cs.CV,Summary20864,1606.01535v1,2016-06-05T17:31:39Z,What is the Best Feature Learning Procedure in Hierarchical Recognition Architectures?,"Kevin Jarrett, Koray Kvukcuoglu, Karol Gregor, Yann LeCun",http://arxiv.org/pdf/1606.01535v1,No journal ref found,none,cs.CV,Summary20865,1606.01561v1,2016-06-05T21:04:46Z,Shallow Networks for High-Accuracy Road Object-Detection,"Khalid Ashraf, Bichen Wu, Forrest N. Iandola, Mattthew W. Moskewicz, Kurt Keutzer",http://arxiv.org/pdf/1606.01561v1,No journal ref found,none,cs.CV,Summary20866,1606.01595v1,2016-06-06T02:11:15Z,Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification,"Lin Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1606.01595v1,No journal ref found,none,cs.CV,Summary20867,1606.01601v1,2016-06-06T02:38:01Z,shapeDTW: shape Dynamic Time Warping,"Jiaping Zhao, Laurent Itti",http://arxiv.org/pdf/1606.01601v1,No journal ref found,none,cs.CV,Summary20868,1606.01609v2,2016-06-06T04:29:16Z,Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach,"Lin Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1606.01609v2,No journal ref found,none,cs.CV,Summary20869,1606.01672v2,2016-06-06T09:34:19Z,Predictive Coding for Dynamic Vision : Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model,"Minkyu Choi, Jun Tani",http://arxiv.org/pdf/1606.01672v2,No journal ref found,none,cs.CV,Summary20870,1606.01721v1,2016-06-06T12:59:14Z,Less is More: Micro-expression Recognition from Video using Apex Frame,"Sze-Teng Liong, John See, Raphael Chung-Wei Phan, KokSheik Wong",http://arxiv.org/pdf/1606.01721v1,No journal ref found,none,cs.CV,Summary20871,1606.02009v1,2016-06-07T03:20:37Z,Weakly Supervised Change Detection in a Pair of Images,"Salman H Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Sohel, Roberto Togneri",http://arxiv.org/pdf/1606.02009v1,No journal ref found,none,cs.CV,Summary20872,1606.02031v1,2016-06-07T05:02:14Z,Hand Action Detection from Ego-centric Depth Sequences with Error-correcting Hough Transform,"Chi Xu, Lakshmi Narasimhan Govindarajan, Li Cheng",http://arxiv.org/pdf/1606.02031v1,No journal ref found,none,cs.CV,Summary20873,1606.02147v1,2016-06-07T14:09:27Z,ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation,"Adam Paszke, Abhishek Chaurasia, Sangpil Kim, Eugenio Culurciello",http://arxiv.org/pdf/1606.02147v1,No journal ref found,none,cs.CV,Summary20874,1606.02170v1,2016-06-07T15:13:00Z,Latent Constrained Correlation Filters for Object Localization,"Shangzhen Luan, Baochang Zhang, Jungong Han, Chen Chen, Ling Shao, Alessandro Perina, Linlin Shen",http://arxiv.org/pdf/1606.02170v1,No journal ref found,none,cs.CV,Summary20875,1606.02210v1,2016-06-07T16:52:47Z,Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN),"Amir Ghaderi, Vassilis Athitsos",http://arxiv.org/pdf/1606.02210v1,No journal ref found,none,cs.CV,Summary20876,1606.02254v1,2016-06-07T18:37:32Z,Longitudinal Face Modeling via Temporal Deep Restricted Boltzmann Machines,"Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui",http://arxiv.org/pdf/1606.02254v1,No journal ref found,none,cs.CV,Summary20877,1606.02280v1,2016-06-07T19:54:53Z,Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation,"Huiling Wang, Tapani Raiko, Lasse Lensu, Tinghuai Wang, Juha Karhunen",http://arxiv.org/pdf/1606.02280v1,No journal ref found,none,cs.CV,Summary20878,1606.02393v4,2016-06-08T04:27:52Z,Progressive Attention Networks for Visual Attribute Prediction,"Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han",http://arxiv.org/pdf/1606.02393v4,No journal ref found,none,cs.CV,Summary20879,1606.02467v1,2016-06-08T09:33:17Z,Point-wise mutual information-based video segmentation with high temporal consistency,"Margret Keuper, Thomas Brox",http://arxiv.org/pdf/1606.02467v1,No journal ref found,none,cs.CV,Summary20880,1606.02585v1,2016-06-08T14:52:04Z,Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery,Jamie Sherrah,http://arxiv.org/pdf/1606.02585v1,No journal ref found,none,cs.CV,Summary20881,1606.02753v1,2016-06-08T20:51:23Z,Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel,"Michael T. McCann, Matthew Fickus, Jelena Kovacevic",http://arxiv.org/pdf/1606.02753v1,No journal ref found,none,cs.CV,Summary20882,1606.02792v1,2016-06-09T00:47:30Z,Spontaneous Subtle Expression Detection and Recognition based on Facial Strain,"Sze-Teng Liong, John See, Raphael Chung-Wei Phan, Yee-Hui Oh, Anh Cat Le Ngo, KokSheik Wong, Su-Wei Tan",http://arxiv.org/pdf/1606.02792v1,Signal Proc. Image Comm. 47 (2016) 170-182,none,cs.CV,Summary20883,1606.02811v1,2016-06-09T03:33:11Z,Machine Learning Techniques and Applications For Ground-based Image Analysis,"Soumyabrata Dev, Bihan Wen, Yee Hui Lee, Stefan Winkler",http://arxiv.org/pdf/1606.02811v1,No journal ref found,none,cs.CV,Summary20884,1606.02819v2,2016-06-09T04:28:07Z,Low-shot Visual Recognition by Shrinking and Hallucinating Features,"Bharath Hariharan, Ross Girshick",http://arxiv.org/pdf/1606.02819v2,No journal ref found,none,cs.CV,Summary20885,1606.02861v1,2016-06-09T08:21:38Z,Simultaneous Inpainting and Denoising by Directional Global Three-part Decomposition: Connecting Variational and Fourier Domain Based Image Processing,"Duy Hoang Thai, Carsten Gottschlich",http://arxiv.org/pdf/1606.02861v1,No journal ref found,none,cs.CV,Summary20886,1606.02894v1,2016-06-09T10:25:24Z,A Comprehensive Analysis of Deep Learning Based Representation for Face Recognition,"Mostafa Mehdipour Ghazi, Hazim Kemal Ekenel",http://arxiv.org/pdf/1606.02894v1,No journal ref found,none,cs.CV,Summary20887,1606.02909v1,2016-06-09T11:00:21Z,Apparent Age Estimation Using Ensemble of Deep Learning Models,"Refik Can Malli, Mehmet Aygun, Hazim Kemal Ekenel",http://arxiv.org/pdf/1606.02909v1,No journal ref found,none,cs.CV,Summary20888,1606.03014v1,2016-06-09T16:14:22Z,Implicit Tubular Surface Generation Guided by Centerline,"Haoyin Zhou, James K. Min, Guanglei Xiong",http://arxiv.org/pdf/1606.03014v1,No journal ref found,none,cs.CV,Summary20889,1606.03021v1,2016-06-09T16:35:46Z,Feature-based Recursive Observer Design for Homography Estimation,"Minh-Duc Hua, Jochen Trumpf, Tarek Hamel, Robert Mahony, Pascal Morin",http://arxiv.org/pdf/1606.03021v1,No journal ref found,none,cs.CV,Summary20890,1606.03073v1,2016-06-09T19:27:41Z,Convolutional Sketch Inversion,"Yağmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven",http://arxiv.org/pdf/1606.03073v1,No journal ref found,none,cs.CV,Summary20891,1606.03237v1,2016-06-10T09:12:05Z,"Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications","Ciprian Corneanu, Marc Oliu, Jeffrey F. Cohn, Sergio Escalera",http://arxiv.org/pdf/1606.03237v1,No journal ref found,none,cs.CV,Summary20892,1606.03369v1,2016-06-10T15:30:30Z,FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models,"Thiago Vallin Spina, Alexandre Xavier Falcão",http://arxiv.org/pdf/1606.03369v1,No journal ref found,none,cs.CV,Summary20893,1606.03473v1,2016-06-10T20:34:39Z,Face Detection with the Faster R-CNN,"Huaizu Jiang, Erik Learned-Miller",http://arxiv.org/pdf/1606.03473v1,No journal ref found,none,cs.CV,Summary20894,1606.03558v3,2016-06-11T06:27:09Z,Universal Correspondence Network,"Christopher B. Choy, JunYoung Gwak, Silvio Savarese, Manmohan Chandraker",http://arxiv.org/pdf/1606.03558v3,No journal ref found,none,cs.CV,Summary20895,1606.03578v1,2016-06-11T11:07:55Z,Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning,"Naima Kaabouch, Wen-Chen Hu, Yi Chen",http://arxiv.org/pdf/1606.03578v1,No journal ref found,none,cs.CV,Summary20896,1606.03647v2,2016-06-12T00:47:46Z,Training Recurrent Answering Units with Joint Loss Minimization for VQA,"Hyeonwoo Noh, Bohyung Han",http://arxiv.org/pdf/1606.03647v2,No journal ref found,none,cs.CV,Summary20897,1606.03669v1,2016-06-12T06:17:10Z,Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras,"Soumyabrata Dev, Yee Hui Lee, Stefan Winkler",http://arxiv.org/pdf/1606.03669v1,No journal ref found,none,cs.CV,Summary20898,1606.03671v1,2016-06-12T06:33:20Z,Segmentation of scanning electron microscopy images from natural rubber samples with gold nanoparticles using starlet wavelets,"Alexandre Fioravante de Siqueira, Flávio Camargo Cabrera, Aylton Pagamisse, Aldo Eloizo Job",http://arxiv.org/pdf/1606.03671v1,No journal ref found,none,cs.CV,Summary20899,1606.03731v1,2016-06-12T15:40:30Z,A constrained clustering based approach for matching a collection of feature sets,"Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen Chu",http://arxiv.org/pdf/1606.03731v1,No journal ref found,none,cs.CV,Summary20900,1606.03765v1,2016-06-12T21:31:38Z,Adaptive Local Window for Level Set Segmentation of CT and MRI Liver Lesions,"Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin",http://arxiv.org/pdf/1606.03765v1,No journal ref found,none,cs.CV,Summary20901,1606.03774v1,2016-06-12T22:36:53Z,Human Centred Object Co-Segmentation,"Chenxia Wu, Jiemi Zhang, Ashutosh Saxena, Silvio Savarese",http://arxiv.org/pdf/1606.03774v1,No journal ref found,none,cs.CV,Summary20902,1606.03788v1,2016-06-13T01:29:04Z,Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results,"Vishwa S. Parekh, Jeremy R. Jacobs, Michael A. Jacobs",http://arxiv.org/pdf/1606.03788v1,"Proceedings of the SPIE, Volume 9034, id. 90342O 9 pp. (2014)",none,cs.CV,Summary20903,1606.03798v1,2016-06-13T02:46:38Z,Deep Image Homography Estimation,"Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich",http://arxiv.org/pdf/1606.03798v1,No journal ref found,none,cs.CV,Summary20904,1606.03838v1,2016-06-13T07:09:39Z,Laplacian LRR on Product Grassmann Manifolds for Human Activity Clustering in Multi-Camera Video Surveillance,"Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin",http://arxiv.org/pdf/1606.03838v1,No journal ref found,none,cs.CV,Summary20905,1606.03871v2,2016-06-13T09:28:19Z,Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph,"Jiaying Liu, Wenhan Yang, Xiaoyan Sun, Wenjun Zeng",http://arxiv.org/pdf/1606.03871v2,No journal ref found,none,cs.CV,Summary20906,1606.04308v1,2016-06-14T10:57:34Z,Motion Deblurring for Light Fields,"Donald G. Dansereau, Anders Eriksson, Jürgen Leitner",http://arxiv.org/pdf/1606.04308v1,No journal ref found,none,cs.CV,Summary20907,1606.04333v2,2016-06-14T12:57:56Z,Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks,"Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1606.04333v2,No journal ref found,none,cs.CV,Summary20908,1606.04404v1,2016-06-14T14:51:59Z,End-to-End Comparative Attention Networks for Person Re-identification,"Hao Liu, Jiashi Feng, Meibin Qi, Jianguo Jiang, Shuicheng Yan",http://arxiv.org/pdf/1606.04404v1,No journal ref found,none,cs.CV,Summary20909,1606.04446v1,2016-06-14T16:35:08Z,Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization,"Spyros Gidaris, Nikos Komodakis",http://arxiv.org/pdf/1606.04446v1,No journal ref found,none,cs.CV,Summary20910,1606.04450v1,2016-06-14T16:41:55Z,Multiple Human Tracking in RGB-D Data: A Survey,"Massimo Camplani, Adeline Paiement, Majid Mirmehdi, Dima Damen, Sion Hannuna, Tilo Burghardt, Lili Tao",http://arxiv.org/pdf/1606.04450v1,No journal ref found,none,cs.CV,Summary20911,1606.04586v1,2016-06-14T22:30:08Z,Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning,"Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen",http://arxiv.org/pdf/1606.04586v1,No journal ref found,none,cs.CV,Summary20912,1606.04590v1,2016-06-14T23:12:40Z,"In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation","Yuka Kihara, Matvey Soloviev, Tsuhan Chen",http://arxiv.org/pdf/1606.04590v1,No journal ref found,none,cs.CV,Summary20913,1606.04616v1,2016-06-15T01:58:06Z,Natural Scene Character Recognition Using Robust PCA and Sparse Representation,"Zheng Zhang, Yong Xu, Cheng-Lin Liu",http://arxiv.org/pdf/1606.04616v1,No journal ref found,none,cs.CV,Summary20914,1606.04621v3,2016-06-15T02:26:22Z,Watch What You Just Said: Image Captioning with Text-Conditional Attention,"Luowei Zhou, Chenliang Xu, Parker Koch, Jason J. Corso",http://arxiv.org/pdf/1606.04621v3,No journal ref found,none,cs.CV,Summary20915,1606.04637v1,2016-06-15T04:31:49Z,Ego-Surfing First-Person Videos,"Ryo Yonetani, Kris M. Kitani, Yoichi Sato",http://arxiv.org/pdf/1606.04637v1,No journal ref found,none,cs.CV,Summary20916,1606.04702v1,2016-06-15T09:57:27Z,DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers,"Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool",http://arxiv.org/pdf/1606.04702v1,No journal ref found,none,cs.CV,Summary20917,1606.04766v1,2016-06-15T14:00:07Z,Probe-based Rapid Hybrid Hyperspectral and Tissue Surface Imaging Aided by Fully Convolutional Networks,"Jianyu Lin, Neil T. Clancy, Xueqing Sun, Ji Qi, Mirek Janatka, Danail Stoyanov, Daniel S. Elson",http://arxiv.org/pdf/1606.04766v1,No journal ref found,none,cs.CV,Summary20918,1606.04797v1,2016-06-15T14:55:09Z,V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation,"Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi",http://arxiv.org/pdf/1606.04797v1,No journal ref found,none,cs.CV,Summary20919,1606.04853v1,2016-06-15T16:40:51Z,The ND-IRIS-0405 Iris Image Dataset,"Kevin W. Bowyer, Patrick J. Flynn",http://arxiv.org/pdf/1606.04853v1,No journal ref found,none,cs.CV,Summary20920,1606.04992v1,2016-06-15T21:51:25Z,A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets,"Ivan Lillo, Juan Carlos Niebles, Alvaro Soto",http://arxiv.org/pdf/1606.04992v1,No journal ref found,none,cs.CV,Summary20921,1606.05002v2,2016-06-15T23:23:08Z,3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera,"Tanmay Gupta, Daeyun Shin, Naren Sivagnanadasan, Derek Hoiem",http://arxiv.org/pdf/1606.05002v2,No journal ref found,none,cs.CV,Summary20922,1606.05032v1,2016-06-16T02:56:39Z,Zero-Shot Hashing via Transferring Supervised Knowledge,"Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen",http://arxiv.org/pdf/1606.05032v1,No journal ref found,none,cs.CV,Summary20923,1606.05255v1,2016-06-16T16:45:39Z,"3D zigzag for multislicing, multiband and video processing",Mario Mastriani,http://arxiv.org/pdf/1606.05255v1,No journal ref found,none,cs.CV,Summary20924,1606.05262v3,2016-06-16T16:54:39Z,Convolutional Residual Memory Networks,"Joel Moniz, Christopher Pal",http://arxiv.org/pdf/1606.05262v3,No journal ref found,none,cs.CV,Summary20925,1606.05310v1,2016-06-16T18:37:25Z,Holistic Features For Real-Time Crowd Behaviour Anomaly Detection,"M. Marsden, K. McGuinness, S. Little, N. E. OConnor",http://arxiv.org/pdf/1606.05310v1,No journal ref found,none,cs.CV,Summary20926,1606.05355v1,2016-06-16T20:01:13Z,Covariance of Motion and Appearance Featuresfor Spatio Temporal Recognition Tasks,"Subhabrata Bhattacharya, Nasim Souly, Mubarak Shah",http://arxiv.org/pdf/1606.05355v1,No journal ref found,none,cs.CV,Summary20927,1606.05381v2,2016-06-16T23:04:02Z,Deep Image Set Hashing,"Jie Feng, Svebor Karaman, I-Hong Jhuo, Shih-Fu Chang",http://arxiv.org/pdf/1606.05381v2,No journal ref found,none,cs.CV,Summary20928,1606.05413v1,2016-06-17T03:19:09Z,CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection,"Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides",http://arxiv.org/pdf/1606.05413v1,No journal ref found,none,cs.CV,Summary20929,1606.05415v4,2016-06-17T03:26:54Z,Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery,"Zhiwei Li, Huanfeng Shen, Huifang Li, Guisong Xia, Paolo Gamba, Liangpei Zhang",http://arxiv.org/pdf/1606.05415v4,"Remote Sensing of Environment, vol. 191, pp.342-358, 2017",none,cs.CV,Summary20930,1606.05426v1,2016-06-17T06:48:12Z,DecomposeMe: Simplifying ConvNets for End-to-End Learning,"Jose Alvarez, Lars Petersson",http://arxiv.org/pdf/1606.05426v1,No journal ref found,none,cs.CV,Summary20931,1606.05433v3,2016-06-17T07:37:32Z,FVQA: Fact-based Visual Question Answering,"Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony Dick",http://arxiv.org/pdf/1606.05433v3,No journal ref found,none,cs.CV,Summary20932,1606.05614v1,2016-06-17T18:14:59Z,High-resolution LIDAR-based Depth Mapping using Bilateral Filter,"C. Premebida, L. Garrote, A. Asvadi, A. Pedro Ribeiro, U. Nunes",http://arxiv.org/pdf/1606.05614v1,No journal ref found,none,cs.CV,Summary20933,1606.05675v1,2016-06-17T21:03:19Z,DeepFood: Deep Learning-Based Food Image Recognition for Computer-Aided Dietary Assessment,"Chang Liu, Yu Cao, Yan Luo, Guanling Chen, Vinod Vokkarane, Yunsheng Ma",http://arxiv.org/pdf/1606.05675v1,No journal ref found,none,cs.CV,Summary20934,1606.05681v1,2016-06-17T21:21:15Z,Generating Object Cluster Hierarchies for Benchmarking,"Michał Spytkowski, Łukasz P. Olech, Halina Kwasnicka",http://arxiv.org/pdf/1606.05681v1,No journal ref found,none,cs.CV,Summary20935,1606.05763v1,2016-06-18T14:49:32Z,Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark,"Xu-Yao Zhang, Yoshua Bengio, Cheng-Lin Liu",http://arxiv.org/pdf/1606.05763v1,No journal ref found,none,cs.CV,Summary20936,1606.05814v1,2016-06-18T23:53:54Z,Eye Tracking for Everyone,"Kyle Krafka, Aditya Khosla, Petr Kellnhofer, Harini Kannan, Suchendra Bhandarkar, Wojciech Matusik, Antonio Torralba",http://arxiv.org/pdf/1606.05814v1,No journal ref found,none,cs.CV,Summary20937,1606.05897v1,2016-06-19T18:34:41Z,Preserving Color in Neural Artistic Style Transfer,"Leon A. Gatys, Matthias Bethge, Aaron Hertzmann, Eli Shechtman",http://arxiv.org/pdf/1606.05897v1,No journal ref found,none,cs.CV,Summary20938,1606.06007v1,2016-06-20T08:23:36Z,Perfect Fingerprint Orientation Fields by Locally Adaptive Global Models,"Carsten Gottschlich, Benjamin Tams, Stephan Huckemann",http://arxiv.org/pdf/1606.06007v1,No journal ref found,none,cs.CV,Summary20939,1606.06108v1,2016-06-20T13:28:35Z,DualNet: Domain-Invariant Network for Visual Question Answering,"Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada",http://arxiv.org/pdf/1606.06108v1,No journal ref found,none,cs.CV,Summary20940,1606.06127v1,2016-06-20T14:10:32Z,Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation,"Mitko Veta, Paul J. van Diest, Josien P. W. Pluim",http://arxiv.org/pdf/1606.06127v1,No journal ref found,none,cs.CV,Summary20941,1606.06135v1,2016-06-20T14:22:31Z,The Minimum Cost Connected Subgraph Problem in Medical Image Analysis,"Markus Rempfler, Bjoern Andres, Bjoern H. Menze",http://arxiv.org/pdf/1606.06135v1,No journal ref found,none,cs.CV,Summary20942,1606.06314v3,2016-06-20T20:15:34Z,Multiple Hypothesis Colorization,"Mohammad Haris Baig, Lorenzo Torresani",http://arxiv.org/pdf/1606.06314v3,No journal ref found,none,cs.CV,Summary20943,1606.06329v2,2016-06-20T20:56:47Z,Recognizing Surgical Activities with Recurrent Neural Networks,"Robert DiPietro, Colin Lea, Anand Malpani, Narges Ahmidi, S. Swaroop Vedula, Gyusung I. Lee, Mija R. Lee, Gregory D. Hager",http://arxiv.org/pdf/1606.06329v2,No journal ref found,none,cs.CV,Summary20944,1606.06354v2,2016-06-20T22:35:12Z,Multiple Instance Hyperspectral Target Characterization,"Alina Zare, Changzhe Jiao, Taylor Glenn",http://arxiv.org/pdf/1606.06354v2,No journal ref found,none,cs.CV,Summary20945,1606.06437v1,2016-06-21T06:50:35Z,Efficient 2D and 3D Facade Segmentation using Auto-Context,"Raghudeep Gadde, Varun Jampani, Renaud Marlet, Peter V. Gehler",http://arxiv.org/pdf/1606.06437v1,No journal ref found,none,cs.CV,Summary20946,1606.06472v2,2016-06-21T08:25:25Z,DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification,"Linjie Xing, Yu Qiao",http://arxiv.org/pdf/1606.06472v2,No journal ref found,none,cs.CV,Summary20947,1606.06539v1,2016-06-21T12:35:31Z,Drawing and Recognizing Chinese Characters with Recurrent Neural Network,"Xu-Yao Zhang, Fei Yin, Yan-Ming Zhang, Cheng-Lin Liu, Yoshua Bengio",http://arxiv.org/pdf/1606.06539v1,No journal ref found,none,cs.CV,Summary20948,1606.06650v1,2016-06-21T16:42:20Z,3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation,"Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, Olaf Ronneberger",http://arxiv.org/pdf/1606.06650v1,No journal ref found,none,cs.CV,Summary20949,1606.06681v2,2016-06-21T17:50:38Z,Crowdsourcing scoring of immunohistochemistry images: Evaluating Performance of the Crowd and an Automated Computational Method,"Humayun Irshad, Eun-Yeong Oh, Daniel Schmolze, Liza M Quintana, Laura Collins, Rulla M. Tamimi, Andrew H. Beck",http://arxiv.org/pdf/1606.06681v2,No journal ref found,none,cs.CV,Summary20950,1606.06811v1,2016-06-22T03:33:25Z,Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps,"Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen",http://arxiv.org/pdf/1606.06811v1,No journal ref found,none,cs.CV,Summary20951,1606.06854v1,2016-06-22T08:47:06Z,Model-based Deep Hand Pose Estimation,"Xingyi Zhou, Qingfu Wan, Wei Zhang, Xiangyang Xue, Yichen Wei",http://arxiv.org/pdf/1606.06854v1,No journal ref found,none,cs.CV,Summary20952,1606.07015v2,2016-06-22T17:26:17Z,Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization,"Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy",http://arxiv.org/pdf/1606.07015v2,No journal ref found,none,cs.CV,Summary20953,1606.07166v1,2016-06-23T02:20:20Z,3D Display Calibration by Visual Pattern Analysis,"Hyoseok Hwang, Hyun Sung Chang, Dongkyung Nam, In So Kweon",http://arxiv.org/pdf/1606.07166v1,No journal ref found,none,cs.CV,Summary20954,1606.07239v1,2016-06-23T09:28:29Z,Non Local Spatial and Angular Matching : Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising,"Samuel St-Jean, Pierrick Coupé, Maxime Descoteaux",http://arxiv.org/pdf/1606.07239v1,"Medical Image Analysis , Volume 32 , 115 - 130, 2016",none,cs.CV,Summary20955,1606.07253v3,2016-06-23T10:00:03Z,Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs,"Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann",http://arxiv.org/pdf/1606.07253v3,No journal ref found,none,cs.CV,Summary20956,1606.07256v1,2016-06-23T10:10:31Z,Saliency Driven Object recognition in egocentric videos with deep CNN,"Philippe Pérez de San Roman, Jenny Benois-Pineau, Jean-Philippe Domenger, Florent Paclet, Daniel Cataert, Aymar de Rugy",http://arxiv.org/pdf/1606.07256v1,No journal ref found,none,cs.CV,Summary20957,1606.07324v1,2016-06-23T14:29:43Z,Dynamical optical flow of saliency maps for predicting visual attention,"Aniello Raffaele Patrone, Christian Valuch, Ulrich Ansorge, Otmar Scherzer",http://arxiv.org/pdf/1606.07324v1,No journal ref found,none,cs.CV,Summary20958,1606.07373v2,2016-06-23T16:53:22Z,ViCom: Benchmark and Methods for Video Comprehension,"Du Tran, Maksim Bolonkin, Manohar Paluri, Lorenzo Torresani",http://arxiv.org/pdf/1606.07373v2,No journal ref found,none,cs.CV,Summary20959,1606.07396v1,2016-06-23T18:30:05Z,Fast Multi-Layer Laplacian Enhancement,"Hossein Talebi, Peyman Milanfar",http://arxiv.org/pdf/1606.07396v1,No journal ref found,none,cs.CV,Summary20960,1606.07415v1,2016-06-23T19:28:22Z,Find your Way by Observing the Sun and Other Semantic Cues,"Wei-Chiu Ma, Shenlong Wang, Marcus A. Brubaker, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1606.07415v1,No journal ref found,none,cs.CV,Summary20961,1606.07509v1,2016-06-23T23:53:09Z,Convex Decomposition And Efficient Shape Representation Using Deformable Convex Polytopes,"Fitsum Mesadi, Tolga Tasdizen",http://arxiv.org/pdf/1606.07509v1,No journal ref found,none,cs.CV,Summary20962,1606.07511v1,2016-06-24T00:08:14Z,Disjunctive Normal Level Set: An Efficient Parametric Implicit Method,"Fitsum Mesadi, Mujdat Cetin, Tolga Tasdizen",http://arxiv.org/pdf/1606.07511v1,No journal ref found,none,cs.CV,Summary20963,1606.07536v2,2016-06-24T01:20:06Z,Coupled Generative Adversarial Networks,"Ming-Yu Liu, Oncel Tuzel",http://arxiv.org/pdf/1606.07536v2,No journal ref found,none,cs.CV,Summary20964,1606.07757v1,2016-06-24T16:40:24Z,A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks,"Felix Grün, Christian Rupprecht, Nassir Navab, Federico Tombari",http://arxiv.org/pdf/1606.07757v1,No journal ref found,none,cs.CV,Summary20965,1606.07827v1,2016-06-24T20:15:12Z,Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction,"Dan Xie, Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu",http://arxiv.org/pdf/1606.07827v1,No journal ref found,none,cs.CV,Summary20966,1606.07830v1,2016-06-24T20:21:59Z,Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation,"Holger R. Roth, Le Lu, Amal Farag, Andrew Sohn, Ronald M. Summers",http://arxiv.org/pdf/1606.07830v1,No journal ref found,none,cs.CV,Summary20967,1606.07873v1,2016-06-25T05:56:46Z,An Uncertain Future: Forecasting from Static Images using Variational Autoencoders,"Jacob Walker, Carl Doersch, Abhinav Gupta, Martial Hebert",http://arxiv.org/pdf/1606.07873v1,No journal ref found,none,cs.CV,Summary20968,1606.07968v1,2016-06-25T21:03:24Z,Generalized Wishart processes for interpolation over diffusion tensor fields,"Hernan Dario Vargas Cardona, Mauricio A. Alvarez, Alvaro A. Orozco",http://arxiv.org/pdf/1606.07968v1,"Advances in Visual Computing, Volume 9475 of the series Lecture Notes in Computer Science pp 499-508, year 2015",none,cs.CV,Summary20969,1606.07970v1,2016-06-25T21:28:08Z,A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging,"Hernan Dario Vargas Cardona, Mauricio A. Alvarez, Alvaro A. Orozco",http://arxiv.org/pdf/1606.07970v1,No journal ref found,none,cs.CV,Summary20970,1606.08008v2,2016-06-26T08:27:23Z,Interactive Image Segmentation From A Feedback Control Perspective,"Liangjia Zhu, Peter Karasev, Ivan Kolesov, Romeil Sandhu, Allen Tannenbaum",http://arxiv.org/pdf/1606.08008v2,No journal ref found,none,cs.CV,Summary20971,1606.08078v2,2016-06-26T19:45:22Z,Detection of concealed cars in complex cargo X-ray imagery using Deep Learning,"Nicolas Jaccard, Thomas W. Rogers, Edward J. Morton, Lewis D. Griffin",http://arxiv.org/pdf/1606.08078v2,No journal ref found,none,cs.CV,Summary20972,1606.08315v1,2016-06-27T15:23:04Z,Depth Estimation from Single Image using Sparse Representations,Yigit Oktar,http://arxiv.org/pdf/1606.08315v1,No journal ref found,none,cs.CV,Summary20973,1606.08390v2,2016-06-27T18:07:58Z,Revisiting Visual Question Answering Baselines,"Allan Jabri, Armand Joulin, Laurens van der Maaten",http://arxiv.org/pdf/1606.08390v2,No journal ref found,none,cs.CV,Summary20974,1606.08572v1,2016-06-28T06:47:41Z,Diversified Visual Attention Networks for Fine-Grained Object Classification,"Bo Zhao, Xiao Wu, Jiashi Feng, Qiang Peng, Shuicheng Yan",http://arxiv.org/pdf/1606.08572v1,No journal ref found,none,cs.CV,Summary20975,1606.08694v1,2016-06-28T13:37:41Z,Scalable image coding based on epitomes,"Martin Alain, Christine Guillemot, Dominique Thoreau, Philippe Guillotel",http://arxiv.org/pdf/1606.08694v1,No journal ref found,none,cs.CV,Summary20976,1606.08805v2,2016-06-28T18:02:32Z,Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations,"Mario Valerio Giuffrida, Sotirios A. Tsaftaris",http://arxiv.org/pdf/1606.08805v2,No journal ref found,none,cs.CV,Summary20977,1606.08921v3,2016-06-29T00:32:28Z,Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections,"Xiao-Jiao Mao, Chunhua Shen, Yu-Bin Yang",http://arxiv.org/pdf/1606.08921v3,No journal ref found,none,cs.CV,Summary20978,1606.08998v2,2016-06-29T08:30:44Z,LCrowdV: Generating Labeled Videos for Simulation-based Crowd Behavior Learning,"Ernest Cheung, Tsan Kwong Wong, Aniket Bera, Xiaogang Wang, Dinesh Manocha",http://arxiv.org/pdf/1606.08998v2,No journal ref found,none,cs.CV,Summary20979,1606.09002v2,2016-06-29T08:45:17Z,"Scene Text Detection via Holistic, Multi-Channel Prediction","Cong Yao, Xiang Bai, Nong Sang, Xinyu Zhou, Shuchang Zhou, Zhimin Cao",http://arxiv.org/pdf/1606.09002v2,No journal ref found,none,cs.CV,Summary20980,1606.09029v1,2016-06-29T10:17:32Z,Geometry in Active Learning for Binary and Multi-class Image Segmentation,"Ksenia Konyushkova, Raphael Sznitman, Pascal Fua",http://arxiv.org/pdf/1606.09029v1,No journal ref found,none,cs.CV,Summary20981,1606.09281v1,2016-06-29T20:52:10Z,Multiphase Segmentation For Simultaneously Homogeneous and Textural Images,"Duy Hoang Thai, Lucas Mentch",http://arxiv.org/pdf/1606.09281v1,No journal ref found,none,cs.CV,Summary20982,1606.09349v1,2016-06-30T05:32:37Z,Zero-Shot Learning with Multi-Battery Factor Analysis,"Zhong Ji, Yuzhong Xie, Yanwei Pang, Lei Chen, Zhongfei Zhang",http://arxiv.org/pdf/1606.09349v1,No journal ref found,none,cs.CV,Summary20983,1606.09367v1,2016-06-30T06:57:11Z,Parking Stall Vacancy Indicator System Based on Deep Convolutional Neural Networks,"Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jagersand",http://arxiv.org/pdf/1606.09367v1,No journal ref found,none,cs.CV,Summary20984,1606.09518v2,2016-06-30T14:46:41Z,maskSLIC: Regional Superpixel Generation with Application to Local Pathology Characterisation in Medical Images,Benjamin Irving,http://arxiv.org/pdf/1606.09518v2,No journal ref found,none,cs.CV,Summary20985,1606.09549v2,2016-06-30T16:00:43Z,Fully-Convolutional Siamese Networks for Object Tracking,"Luca Bertinetto, Jack Valmadre, João F. Henriques, Andrea Vedaldi, Philip H. S. Torr",http://arxiv.org/pdf/1606.09549v2,No journal ref found,none,cs.CV,Summary20986,1607.00137v1,2016-07-01T07:41:25Z,Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition,"Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li",http://arxiv.org/pdf/1607.00137v1,No journal ref found,none,cs.CV,Summary20987,1607.00267v1,2016-07-01T14:44:37Z,Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography,"Gustavo Carneiro, Luke Oakden-Rayner, Andrew P. Bradley, Jacinto Nascimento, Lyle Palmer",http://arxiv.org/pdf/1607.00267v1,No journal ref found,none,cs.CV,Summary20988,1607.00331v2,2016-07-01T17:53:00Z,Machine-based Multimodal Pain Assessment Tool for Infants: A Review,"Ghada Zamzmi, Chih-Yun Pai, Dmitry Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade",http://arxiv.org/pdf/1607.00331v2,No journal ref found,none,cs.CV,Summary20989,1607.00417v1,2016-07-01T21:48:16Z,Continuous Adaptation of Multi-Camera Person Identification Models through Sparse Non-redundant Representative Selection,"Abir Das, Rameswar Panda, Amit K. Roy-Chowdhury",http://arxiv.org/pdf/1607.00417v1,No journal ref found,none,cs.CV,Summary20990,1607.00464v1,2016-07-02T04:39:24Z,NIST: An Image Classification Network to Image Semantic Retrieval,"Le Dong, Xiuyuan Chen, Mengdie Mao, Qianni Zhang",http://arxiv.org/pdf/1607.00464v1,No journal ref found,none,cs.CV,Summary20991,1607.00501v1,2016-07-02T12:33:12Z,A Distributed Deep Representation Learning Model for Big Image Data Classification,"Le Dong, Na Lv, Qianni Zhang, Shanshan Xie, Ling He, Mengdie Mao",http://arxiv.org/pdf/1607.00501v1,No journal ref found,none,cs.CV,Summary20992,1607.00548v1,2016-07-02T18:43:07Z,Active Object Localization in Visual Situations,"Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell",http://arxiv.org/pdf/1607.00548v1,No journal ref found,none,cs.CV,Summary20993,1607.00577v1,2016-07-03T02:16:49Z,A Hierarchical Distributed Processing Framework for Big Image Data,"Le Dong, Zhiyu Lin, Yan Liang, Ling He, Ning Zhang, Qi Chen, Xiaochun Cao, Ebroul lzquierdo",http://arxiv.org/pdf/1607.00577v1,No journal ref found,none,cs.CV,Summary20994,1607.00582v1,2016-07-03T02:52:56Z,3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes,"Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng",http://arxiv.org/pdf/1607.00582v1,No journal ref found,none,cs.CV,Summary20995,1607.00589v1,2016-07-03T04:23:25Z,An Analysis System for DNA Gel Electrophoresis Images Based on Automatic Thresholding an Enhancement,"Naima Kaabouch, Richard R. Schultz, Barry Milavetz, Lata Balakrishnan",http://arxiv.org/pdf/1607.00589v1,"IEEE Electro/Information Technology, 2007",none,cs.CV,Summary20996,1607.00592v1,2016-07-03T05:03:40Z,Automatic Techniques for Gridding cDNA Microarray Images,"Naima Kaabouch, Hamid Shahbazkia",http://arxiv.org/pdf/1607.00592v1,No journal ref found,none,cs.CV,Summary20997,1607.00598v1,2016-07-03T05:55:47Z,A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method,"Yuzhuo Ren, Chen Chen, Shangwen Li, C. -C. Jay Kuo",http://arxiv.org/pdf/1607.00598v1,No journal ref found,none,cs.CV,Summary20998,1607.00659v1,2016-07-03T17:31:30Z,Robust Deep Appearance Models,"Kha Gia Quach, Chi Nhan Duong, Khoa Luu, Tien D. Bui",http://arxiv.org/pdf/1607.00659v1,No journal ref found,none,cs.CV,Summary20999,1607.00730v2,2016-07-04T03:22:45Z,Learning Fine-Scaled Depth Maps from Single RGB Images,"Jun Li, Reinhard Klein, Angela Yao",http://arxiv.org/pdf/1607.00730v2,No journal ref found,none,cs.CV,Summary21000,1607.00971v1,2016-07-04T17:44:13Z,Can we unify monocular detectors for autonomous driving by using the pixel-wise semantic segmentation of CNNs?,"Eduardo Romera, Luis M. Bergasa, Roberto Arroyo",http://arxiv.org/pdf/1607.00971v1,No journal ref found,none,cs.CV,Summary21001,1607.01040v1,2016-06-28T07:54:03Z,Facial Expression Classification Using Rotation Slepian-based Moment Invariants,"Cuiming Zou, Kit Ian Kou",http://arxiv.org/pdf/1607.01040v1,No journal ref found,none,cs.CV,Summary21002,1607.01059v3,2016-07-04T21:48:29Z,Improving Sparse Representation-Based Classification Using Local Principal Component Analysis,"Chelsea Weaver, Naoki Saito",http://arxiv.org/pdf/1607.01059v3,No journal ref found,none,cs.CV,Summary21003,1607.01092v1,2016-07-05T02:19:57Z,Incorporating prior knowledge in medical image segmentation: a survey,"Masoud S. Nosrati, Ghassan Hamarneh",http://arxiv.org/pdf/1607.01092v1,No journal ref found,none,cs.CV,Summary21004,1607.01205v1,2016-07-05T11:56:31Z,Learning the semantic structure of objects from Web supervision,"David Novotny, Diane Larlus, Andrea Vedaldi",http://arxiv.org/pdf/1607.01205v1,No journal ref found,none,cs.CV,Summary21005,1607.01232v1,2016-07-05T12:54:06Z,A probabilistic tour of visual attention and gaze shift computational models,Giuseppe Boccignone,http://arxiv.org/pdf/1607.01232v1,No journal ref found,none,cs.CV,Summary21006,1607.01327v5,2016-07-05T16:50:42Z,Feature Selection Library (MATLAB Toolbox),Giorgio Roffo,http://arxiv.org/pdf/1607.01327v5,No journal ref found,none,cs.CV,Summary21007,1607.01437v2,2016-07-05T23:29:06Z,Attribute Recognition from Adaptive Parts,"Luwei Yang, Ligen Zhu, Yichen Wei, Shuang Liang, Ping Tan",http://arxiv.org/pdf/1607.01437v2,No journal ref found,none,cs.CV,Summary21008,1607.01450v1,2016-07-06T01:05:13Z,Pooling Faces: Template based Face Recognition with Pooled Face Images,"Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gerard Medioni",http://arxiv.org/pdf/1607.01450v1,No journal ref found,none,cs.CV,Summary21009,1607.01577v1,2016-07-06T11:56:52Z,CUNet: A Compact Unsupervised Network for Image Classification,"Le Dong, Ling He, Gaipeng Kong, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo",http://arxiv.org/pdf/1607.01577v1,No journal ref found,none,cs.CV,Summary21010,1607.01679v1,2016-07-06T15:45:21Z,Rock Texture Classification Using Spectral Analysis And Genetically Optimized Texture Features,"Manuel Blanco Valentin, Clecio Roque De Bom, Marcio Portes de Albuquerque, Marcelo Portes de Albuquerque, Elisangela Faria, Maury Duarte Correia, Rodrigo Surmas",http://arxiv.org/pdf/1607.01679v1,No journal ref found,none,cs.CV,Summary21011,1607.01794v1,2016-07-06T20:00:20Z,"VideoLSTM Convolves, Attends and Flows for Action Recognition","Zhenyang Li, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek",http://arxiv.org/pdf/1607.01794v1,No journal ref found,none,cs.CV,Summary21012,1607.01855v1,2016-07-07T02:21:25Z,Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images,"Hao Chen, Yefeng Zheng, Jin-Hyeong Park, Pheng-Ann Heng, S. Kevin Zhou",http://arxiv.org/pdf/1607.01855v1,No journal ref found,none,cs.CV,Summary21013,1607.01895v1,2016-07-07T07:31:22Z,Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images,"Xianming Liu, Gene Cheung, Xiaolin Wu, Debin Zhao",http://arxiv.org/pdf/1607.01895v1,No journal ref found,none,cs.CV,Summary21014,1607.01971v1,2016-07-07T11:43:24Z,Superimposition of eye fundus images for longitudinal analysis from large public health databases,"Guillaume Noyel, Rebecca Thomas, Gavin Bhakta, Andrew Crowder, David Owens, Peter Boyle",http://arxiv.org/pdf/1607.01971v1,No journal ref found,none,cs.CV,Summary21015,1607.01977v1,2016-07-07T12:01:59Z,Deep Depth Super-Resolution : Learning Depth Super-Resolution using Deep Convolutional Neural Network,"Xibin Song, Yuchao Dai, Xueying Qin",http://arxiv.org/pdf/1607.01977v1,No journal ref found,none,cs.CV,Summary21016,1607.01979v2,2016-07-07T12:08:04Z,Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge,"Gurkirt Singh, Fabio Cuzzolin",http://arxiv.org/pdf/1607.01979v2,No journal ref found,none,cs.CV,Summary21017,1607.02003v1,2016-07-07T13:30:17Z,Tubelets: Unsupervised action proposals from spatiotemporal super-voxels,"Mihir Jain, Jan van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek",http://arxiv.org/pdf/1607.02003v1,No journal ref found,none,cs.CV,Summary21018,1607.02046v2,2016-07-07T15:30:05Z,MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild,"Grégory Rogez, Cordelia Schmid",http://arxiv.org/pdf/1607.02046v2,No journal ref found,none,cs.CV,Summary21019,1607.02104v3,2016-07-07T17:48:21Z,Zero-Shot Visual Recognition via Bidirectional Latent Embedding,"Qian Wang, Ke Chen",http://arxiv.org/pdf/1607.02104v3,No journal ref found,none,cs.CV,Summary21020,1607.02204v1,2016-07-08T00:40:38Z,Multi Channel-Kernel Canonical Correlation Analysis for Cross-View Person Re-Identification,"Giuseppe Lisanti, Svebor Karaman, Iacopo Masi, Alberto Del Bimbo",http://arxiv.org/pdf/1607.02204v1,No journal ref found,none,cs.CV,Summary21021,1607.02257v1,2016-07-08T07:25:47Z,Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation,"Andreas Doumanoglou, Vassileios Balntas, Rigas Kouskouridas, Tae-Kyun Kim",http://arxiv.org/pdf/1607.02257v1,No journal ref found,none,cs.CV,Summary21022,1607.02397v1,2016-07-08T15:00:11Z,Enlightening Deep Neural Networks with Knowledge of Confounding Factors,"Yu Zhong, Gil Ettinger",http://arxiv.org/pdf/1607.02397v1,No journal ref found,none,cs.CV,Summary21023,1607.02504v1,2016-07-08T19:58:56Z,Fast Predictive Image Registration,"Xiao Yang, Roland Kwitt, Marc Niethammer",http://arxiv.org/pdf/1607.02504v1,No journal ref found,none,cs.CV,Summary21024,1607.02537v2,2016-07-08T21:51:53Z,Multi-level Contextual RNNs with Attention Model for Scene Labeling,"Heng Fan, Xue Mei, Danil Prokhorov, Haibin Ling",http://arxiv.org/pdf/1607.02537v2,No journal ref found,none,cs.CV,Summary21025,1607.02539v3,2016-07-08T22:24:20Z,Graph Construction with Label Information for Semi-Supervised Learning,"Liansheng Zhuang, Zihan Zhou, Jingwen Yin, Shenghua Gao, Zhouchen Lin, Yi Ma, Nenghai Yu",http://arxiv.org/pdf/1607.02539v3,No journal ref found,none,cs.CV,Summary21026,1607.02547v1,2016-07-08T23:16:45Z,Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1607.02547v1,No journal ref found,none,cs.CV,Summary21027,1607.02555v2,2016-07-09T00:11:14Z,A Photometrically Calibrated Benchmark For Monocular Visual Odometry,"Jakob Engel, Vladyslav Usenko, Daniel Cremers",http://arxiv.org/pdf/1607.02555v2,No journal ref found,none,cs.CV,Summary21028,1607.02556v1,2016-07-09T01:25:24Z,Action Recognition with Joint Attention on Multi-Level Deep Features,"Jialin Wu, Gu Wang, Wukui Yang, Xiangyang Ji",http://arxiv.org/pdf/1607.02556v1,No journal ref found,none,cs.CV,Summary21029,1607.02565v2,2016-07-09T04:02:31Z,Direct Sparse Odometry,"Jakob Engel, Vladlen Koltun, Daniel Cremers",http://arxiv.org/pdf/1607.02565v2,No journal ref found,none,cs.CV,Summary21030,1607.02568v1,2016-07-09T06:15:20Z,Deep Learning of Appearance Models for Online Object Tracking,"Mengyao Zhai, Mehrsan Javan Roshtkhari, Greg Mori",http://arxiv.org/pdf/1607.02568v1,No journal ref found,none,cs.CV,Summary21031,1607.02643v1,2016-07-09T18:23:36Z,Hierarchical Deep Temporal Models for Group Activity Recognition,"Mostafa S. Ibrahim, Srikanth Muralidharan, Zhiwei Deng, Arash Vahdat, Greg Mori",http://arxiv.org/pdf/1607.02643v1,No journal ref found,none,cs.CV,Summary21032,1607.02678v1,2016-07-10T02:16:10Z,"Towards an ""In-the-Wild"" Emotion Dataset Using a Game-based Framework","Wei Li, Farnaz Abtahi, Christina Tsangouri, Zhigang Zhu",http://arxiv.org/pdf/1607.02678v1,No journal ref found,none,cs.CV,Summary21033,1607.02715v2,2016-07-10T08:48:09Z,Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning,"Bingwen Jin, Songhua Xu, Weidong Geng",http://arxiv.org/pdf/1607.02715v2,No journal ref found,none,cs.CV,Summary21034,1607.02720v2,2016-07-10T09:23:34Z,Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network,"Fangxuan Sun, Jun Lin, Zhongfeng Wang",http://arxiv.org/pdf/1607.02720v2,No journal ref found,none,cs.CV,Summary21035,1607.02737v2,2016-07-10T12:05:41Z,Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection,"Guillermo Garcia-Hernando, Tae-Kyun Kim",http://arxiv.org/pdf/1607.02737v2,No journal ref found,none,cs.CV,Summary21036,1607.02748v2,2016-07-10T14:15:38Z,Adversarial Training For Sketch Retrieval,"Antonia Creswell, Anil Anthony Bharath",http://arxiv.org/pdf/1607.02748v2,No journal ref found,none,cs.CV,Summary21037,1607.02815v1,2016-07-11T03:48:21Z,Efficient Activity Detection in Untrimmed Video with Max-Subgraph Search,"Chao-Yeh Chen, Kristen Grauman",http://arxiv.org/pdf/1607.02815v1,No journal ref found,none,cs.CV,Summary21038,1607.02829v1,2016-07-11T06:16:37Z,Hypergraph Modelling for Geometric Model Fitting,"Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter",http://arxiv.org/pdf/1607.02829v1,No journal ref found,none,cs.CV,Summary21039,1607.02936v1,2016-07-11T13:29:54Z,Inference of Haemoglobin Concentration From Stereo RGB,"Geoffrey Jones, Neil T. Clancy, Simon Arridge, Daniel S. Elson, Danail Stoyanov",http://arxiv.org/pdf/1607.02936v1,No journal ref found,none,cs.CV,Summary21040,1607.02937v2,2016-07-11T13:32:19Z,Benchmark for License Plate Character Segmentation,"Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz",http://arxiv.org/pdf/1607.02937v2,"J. Electron. Imaging. 25(5), 053034 (Oct 24, 2016)",none,cs.CV,Summary21041,1607.03021v1,2016-07-11T16:30:06Z,Salient Region Detection and Segmentation in Images using Dynamic Mode Decomposition,"Sikha O K, Sachin Kumar S, K P Soman",http://arxiv.org/pdf/1607.03021v1,No journal ref found,none,cs.CV,Summary21042,1607.03105v1,2016-07-11T16:08:25Z,Systholic Boolean Orthonormalizer Network in Wavelet Domain for SAR Image Despeckling,Mario Mastriani,http://arxiv.org/pdf/1607.03105v1,No journal ref found,none,cs.CV,Summary21043,1607.03164v1,2016-07-11T21:18:24Z,Fast Cosine Transform to increase speed-up and efficiency of Karhunen-Loeve Transform for lossy image compression,"Mario Mastriani, Juliana Gambini",http://arxiv.org/pdf/1607.03164v1,"Intern. Journal of Engineering and Mathematical Sciences. v.6(2), pp.82-92 (2010)",none,cs.CV,Summary21044,1607.03222v2,2016-07-12T03:08:43Z,Gland Instance Segmentation by Deep Multichannel Side Supervision,"Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang",http://arxiv.org/pdf/1607.03222v2,No journal ref found,none,cs.CV,Summary21045,1607.03226v1,2016-07-12T03:52:30Z,Local feature hierarchy for face recognition across pose and illumination,"Xiaoyue Jiang, Dong Zhang, Xiaoyi Feng",http://arxiv.org/pdf/1607.03226v1,No journal ref found,none,cs.CV,Summary21046,1607.03240v1,2016-07-12T06:49:49Z,Weakly Supervised Learning of Heterogeneous Concepts in Videos,"Sohil Shah, Kuldeep Kulkarni, Arijit Biswas, Ankit Gandhi, Om Deshmukh, Larry Davis",http://arxiv.org/pdf/1607.03240v1,No journal ref found,none,cs.CV,Summary21047,1607.03284v1,2016-07-12T09:37:00Z,A Machine learning approach for Shape From Shading,"Lyes Abada, Saliha Aouat",http://arxiv.org/pdf/1607.03284v1,No journal ref found,none,cs.CV,Summary21048,1607.03289v1,2016-07-12T09:54:05Z,Boundary conditions for Shape from Shading,"Lyes Abada, Saliha Aouat, Omar el farouk Bourahla",http://arxiv.org/pdf/1607.03289v1,No journal ref found,none,cs.CV,Summary21049,1607.03305v1,2016-07-12T10:47:51Z,Camera Elevation Estimation from a Single Mountain Landscape Photograph,"Martin Cadik, Jan Vasicek, Michal Hradis, Filip Radenovic, Ondrej Chum",http://arxiv.org/pdf/1607.03305v1,"In Xianghua Xie, Mark W. Jones, and Gary K. L. Tam, editors, Proceedings of the British Machine Vision Conference (BMVC), pages 30.1-30.12. BMVA Press, September 2015",none,cs.CV,Summary21050,1607.03333v1,2016-07-12T12:32:56Z,RGBD Salient Object Detection via Deep Fusion,"Liangqiong Qu, Shengfeng He, Jiawei Zhang, Jiandong Tian, Yandong Tang, Qingxiong Yang",http://arxiv.org/pdf/1607.03333v1,No journal ref found,none,cs.CV,Summary21051,1607.03425v1,2016-07-12T16:04:54Z,Bayesian Inference of Bijective Non-Rigid Shape Correspondence,"Matthias Vestner, Roee Litman, Alex Bronstein, Emanuele Rodolà, Daniel Cremers",http://arxiv.org/pdf/1607.03425v1,No journal ref found,none,cs.CV,Summary21052,1607.03476v1,2016-07-12T19:45:12Z,End-to-end training of object class detectors for mean average precision,"Paul Henderson, Vittorio Ferrari",http://arxiv.org/pdf/1607.03476v1,No journal ref found,none,cs.CV,Summary21053,1607.03597v5,2016-07-13T05:57:59Z,Accelerating Eulerian Fluid Simulation With Convolutional Networks,"Jonathan Tompson, Kristofer Schlachter, Pablo Sprechmann, Ken Perlin",http://arxiv.org/pdf/1607.03597v5,No journal ref found,none,cs.CV,Summary21054,1607.03738v4,2016-07-13T13:58:17Z,Do semantic parts emerge in Convolutional Neural Networks?,"Abel Gonzalez-Garcia, Davide Modolo, Vittorio Ferrari",http://arxiv.org/pdf/1607.03738v4,No journal ref found,none,cs.CV,Summary21055,1607.03785v1,2016-07-13T15:18:25Z,Application of Convolutional Neural Network for Image Classification on Pascal VOC Challenge 2012 dataset,Suyash Shetty,http://arxiv.org/pdf/1607.03785v1,No journal ref found,none,cs.CV,Summary21056,1607.03856v2,2016-07-13T18:36:35Z,Deep Structured-Output Regression Learning for Computational Color Constancy,"Yanlin Qian, Ke Chen, Joni-Kristian Kamarainen, Jarno Nikkanen, Jiri Matas",http://arxiv.org/pdf/1607.03856v2,No journal ref found,none,cs.CV,Summary21057,1607.03949v2,2016-07-13T22:39:11Z,Large Scale SfM with the Distributed Camera Model,"Chris Sweeney, Victor Fragoso, Tobias Hollerer, Matthew Turk",http://arxiv.org/pdf/1607.03949v2,No journal ref found,none,cs.CV,Summary21058,1607.03991v2,2016-07-14T05:12:56Z,Vision-based Traffic Flow Prediction using Dynamic Texture Model and Gaussian Process,"Bin Liu, Hao Ji, Yi Dai",http://arxiv.org/pdf/1607.03991v2,No journal ref found,none,cs.CV,Summary21059,1607.04032v1,2016-07-14T08:40:07Z,Adaptive Gray World-Based Color Normalization of Thin Blood Film Images,"F. Boray Tek, Andrew G. Dempster, İzzet Kale",http://arxiv.org/pdf/1607.04032v1,No journal ref found,none,cs.CV,Summary21060,1607.04147v1,2016-07-14T14:25:14Z,Multi-modal dictionary learning for image separation with application in art investigation,"Nikos Deligiannis, Joao F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies",http://arxiv.org/pdf/1607.04147v1,No journal ref found,none,cs.CV,Summary21061,1607.04174v1,2016-07-14T15:59:56Z,Adaptable Precomputation for Random Walker Image Segmentation and Registration,"Shawn Andrews, Ghassan Hamarneh",http://arxiv.org/pdf/1607.04174v1,No journal ref found,none,cs.CV,Summary21062,1607.04381v2,2016-07-15T04:56:27Z,DSD: Dense-Sparse-Dense Training for Deep Neural Networks,"Song Han, Jeff Pool, Sharan Narang, Huizi Mao, Enhao Gong, Shijian Tang, Erich Elsen, Peter Vajda, Manohar Paluri, John Tran, Bryan Catanzaro, William J. Dally",http://arxiv.org/pdf/1607.04381v2,No journal ref found,none,cs.CV,Summary21063,1607.04433v2,2016-07-15T09:46:49Z,End-to-End Learning for Image Burst Deblurring,"Patrick Wieschollek, Bernhard Schölkopf, Hendrik P. A. Lensch, Michael Hirsch",http://arxiv.org/pdf/1607.04433v2,No journal ref found,none,cs.CV,Summary21064,1607.04515v1,2016-07-15T14:04:30Z,Multi-body Non-rigid Structure-from-Motion,"Suryansh Kumar, Yuchao Dai, Hongdong Li",http://arxiv.org/pdf/1607.04515v1,No journal ref found,none,cs.CV,Summary21065,1607.04564v3,2016-07-15T15:58:16Z,DAVE: A Unified Framework for Fast Vehicle Detection and Annotation,"Yi Zhou, Li Liu, Ling Shao, Matt Mellor",http://arxiv.org/pdf/1607.04564v3,No journal ref found,none,cs.CV,Summary21066,1607.04593v1,2016-07-15T17:38:34Z,Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification,"Minshan Cui, Saurabh Prasad",http://arxiv.org/pdf/1607.04593v1,No journal ref found,none,cs.CV,Summary21067,1607.04609v1,2016-07-15T18:38:38Z,Person Re-identification with Hyperspectral Multi-Camera Systems --- A Pilot Study,"Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah",http://arxiv.org/pdf/1607.04609v1,No journal ref found,none,cs.CV,Summary21068,1607.04648v2,2016-07-15T20:02:25Z,Context Matters: Refining Object Detection in Video with Recurrent Neural Networks,"Subarna Tripathi, Zachary C. Lipton, Serge Belongie, Truong Nguyen",http://arxiv.org/pdf/1607.04648v2,No journal ref found,none,cs.CV,Summary21069,1607.04673v4,2016-07-15T22:25:46Z,Unifying Registration based Tracking: A Case Study with Structural Similarity,"Abhineet Singh, Mennatullah Siam, Martin Jagersand",http://arxiv.org/pdf/1607.04673v4,No journal ref found,none,cs.CV,Summary21070,1607.04730v1,2016-07-16T11:46:38Z,Two-Stream Convolutional Networks for Dynamic Saliency Prediction,"Çağdaş Bak, Aykut Erdem, Erkut Erdem",http://arxiv.org/pdf/1607.04730v1,No journal ref found,none,cs.CV,Summary21071,1607.04731v1,2016-07-16T11:49:18Z,Weakly supervised object detection using pseudo-strong labels,"Ke Yang, Dongsheng Li, Yong Dou, Shaohe Lv, Qiang Wang",http://arxiv.org/pdf/1607.04731v1,No journal ref found,none,cs.CV,Summary21072,1607.04759v1,2016-07-16T16:29:15Z,New version of Gram-Schmidt Process with inverse for Signal and Image Processing,Mario Mastriani,http://arxiv.org/pdf/1607.04759v1,No journal ref found,none,cs.CV,Summary21073,1607.04773v1,2016-07-16T17:32:07Z,Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept,"Achraf Ben-Hamadou, Christian Daul, Charles Soussen",http://arxiv.org/pdf/1607.04773v1,No journal ref found,none,cs.CV,Summary21074,1607.04889v2,2016-07-17T16:18:38Z,Gland Instance Segmentation by Deep Multichannel Neural Networks,"Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Yubo Fan, Maode Lai, Eric I-Chao Chang",http://arxiv.org/pdf/1607.04889v2,No journal ref found,none,cs.CV,Summary21075,1607.04939v1,2016-07-18T02:50:40Z,Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis,"Saurabh Prasad, Minshan Cui, Lifeng Yan",http://arxiv.org/pdf/1607.04939v1,No journal ref found,none,cs.CV,Summary21076,1607.04942v1,2016-07-18T03:05:07Z,Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit?,"Minshan Cui, Saurabh Prasad",http://arxiv.org/pdf/1607.04942v1,No journal ref found,none,cs.CV,Summary21077,1607.05046v1,2016-07-18T12:39:37Z,Deep Cascaded Bi-Network for Face Hallucination,"Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1607.05046v1,No journal ref found,none,cs.CV,Summary21078,1607.05066v1,2016-07-18T13:42:56Z,Recycle deep features for better object detection,"Wei Li, Matthias Breier, Dorit Merhof",http://arxiv.org/pdf/1607.05066v1,No journal ref found,none,cs.CV,Summary21079,1607.05074v1,2016-07-18T13:53:29Z,Deep Active Contours,"Christian Rupprecht, Elizabeth Huaroc, Maximilian Baust, Nassir Navab",http://arxiv.org/pdf/1607.05074v1,No journal ref found,none,cs.CV,Summary21080,1607.05140v1,2016-07-18T15:48:58Z,Learning to Hash with Binary Deep Neural Network,"Thanh-Toan Do, Anh-Dzung Doan, Ngai-Man Cheung",http://arxiv.org/pdf/1607.05140v1,No journal ref found,none,cs.CV,Summary21081,1607.05177v1,2016-07-18T16:49:19Z,Query-Focused Extractive Video Summarization,"Aidean Sharghi, Boqing Gong, Mubarak Shah",http://arxiv.org/pdf/1607.05177v1,No journal ref found,none,cs.CV,Summary21082,1607.05194v1,2016-07-18T17:11:57Z,HeMIS: Hetero-Modal Image Segmentation,"Mohammad Havaei, Nicolas Guizard, Nicolas Chapados, Yoshua Bengio",http://arxiv.org/pdf/1607.05194v1,No journal ref found,none,cs.CV,Summary21083,1607.05258v3,2016-07-18T19:52:00Z,Deep learning trends for focal brain pathology segmentation in MRI,"Mohammad Havaei, Nicolas Guizard, Hugo Larochelle, Pierre-Marc Jodoin",http://arxiv.org/pdf/1607.05258v3,No journal ref found,none,cs.CV,Summary21084,1607.05338v1,2016-07-18T22:15:49Z,Geometry-Informed Material Recognition,"Joseph DeGol, Mani Golparvar-Fard, Derek Hoiem",http://arxiv.org/pdf/1607.05338v1,No journal ref found,none,cs.CV,Summary21085,1607.05369v3,2016-07-19T01:59:02Z,A Multi-task Deep Network for Person Re-identification,"Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang",http://arxiv.org/pdf/1607.05369v3,No journal ref found,none,cs.CV,Summary21086,1607.05396v1,2016-07-19T04:20:24Z,Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian,"Thanh-Toan Do, Anh-Dzung Doan, Duc-Thanh Nguyen, Ngai-Man Cheung",http://arxiv.org/pdf/1607.05396v1,No journal ref found,none,cs.CV,Summary21087,1607.05423v1,2016-07-19T06:41:31Z,Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods,"Xiaojie Jin, Xiaotong Yuan, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1607.05423v1,No journal ref found,none,cs.CV,Summary21088,1607.05427v1,2016-07-19T07:14:28Z,Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition,"Changxing Ding, Dacheng Tao",http://arxiv.org/pdf/1607.05427v1,No journal ref found,none,cs.CV,Summary21089,1607.05440v1,2016-07-19T07:56:37Z,Collaborative Layer-wise Discriminative Learning in Deep Neural Networks,"Xiaojie Jin, Yunpeng Chen, Jian Dong, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1607.05440v1,No journal ref found,none,cs.CV,Summary21090,1607.05477v1,2016-07-19T09:15:38Z,Supervised Transformer Network for Efficient Face Detection,"Dong Chen, Gang Hua, Fang Wen, Jian Sun",http://arxiv.org/pdf/1607.05477v1,No journal ref found,none,cs.CV,Summary21091,1607.05523v1,2016-07-19T11:18:52Z,Dendritic Spine Shape Analysis: A Clustering Perspective,"Muhammad Usman Ghani, Ertunc Erdil, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Unay, Tolga Tasdizen, Mujdat Cetin",http://arxiv.org/pdf/1607.05523v1,No journal ref found,none,cs.CV,Summary21092,1607.05529v1,2016-07-19T11:37:00Z,Dual Purpose Hashing,"Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen",http://arxiv.org/pdf/1607.05529v1,No journal ref found,none,cs.CV,Summary21093,1607.05620v1,2016-07-19T15:02:57Z,A Local-Global Approach to Semantic Segmentation in Aerial Images,Alina Elena Marcu,http://arxiv.org/pdf/1607.05620v1,No journal ref found,none,cs.CV,Summary21094,1607.05695v4,2016-07-19T18:50:23Z,FusionNet: 3D Object Classification Using Multiple Data Representations,"Vishakh Hegde, Reza Zadeh",http://arxiv.org/pdf/1607.05695v4,No journal ref found,none,cs.CV,Summary21095,1607.05781v1,2016-07-19T23:27:56Z,Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking,"Guanghan Ning, Zhi Zhang, Chen Huang, Zhihai He, Xiaobo Ren, Haohong Wang",http://arxiv.org/pdf/1607.05781v1,No journal ref found,none,cs.CV,Summary21096,1607.05836v3,2016-07-20T07:11:08Z,Improved Deep Learning of Object Category using Pose Information,"Jiaping Zhao, Laurent Itti",http://arxiv.org/pdf/1607.05836v3,No journal ref found,none,cs.CV,Summary21097,1607.05839v1,2016-07-20T07:28:49Z,Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data,"Guobao Xiao, Hanzi Wang, Yan Yan, David Suter",http://arxiv.org/pdf/1607.05839v1,No journal ref found,none,cs.CV,Summary21098,1607.05851v3,2016-07-20T07:58:57Z,Learning to Recognize Objects by Retaining other Factors of Variation,"Jiaping Zhao, Chin-kai Chang, Laurent Itti",http://arxiv.org/pdf/1607.05851v3,No journal ref found,none,cs.CV,Summary21099,1607.05910v1,2016-07-20T10:53:29Z,Visual Question Answering: A Survey of Methods and Datasets,"Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel",http://arxiv.org/pdf/1607.05910v1,No journal ref found,none,cs.CV,Summary21100,1607.05947v3,2016-07-20T13:39:16Z,Color Homography Color Correction,"Graham D. Finlayson, Han Gong, Robert B. Fisher",http://arxiv.org/pdf/1607.05947v3,No journal ref found,none,cs.CV,Summary21101,1607.05967v1,2016-07-20T14:15:12Z,Interactive Illumination Invariance,"Han Gong, Graham Finlayson",http://arxiv.org/pdf/1607.05967v1,"Color and Imaging Conference, Volume 2015, Number 1, October 2015, pp. 186-190(5)",none,cs.CV,Summary21102,1607.05969v1,2016-07-20T14:19:03Z,4D Cardiac Ultrasound Standard Plane Location by Spatial-Temporal Correlation,"Yun Gu, Guang-Zhong Yang, Jie Yang, Kun Sun",http://arxiv.org/pdf/1607.05969v1,No journal ref found,none,cs.CV,Summary21103,1607.05975v1,2016-07-20T14:34:23Z,Person Re-identification for Real-world Surveillance Systems,"Furqan M. Khan, Francois Bremond",http://arxiv.org/pdf/1607.05975v1,No journal ref found,none,cs.CV,Summary21104,1607.06029v1,2016-07-20T17:07:53Z,Automatic Detection of Solar Photovoltaic Arrays in High Resolution Aerial Imagery,"Jordan M. Malof, Kyle Bradbury, Leslie M. Collins, Richard G. Newell",http://arxiv.org/pdf/1607.06029v1,No journal ref found,none,cs.CV,Summary21105,1607.06038v1,2016-07-20T17:38:15Z,Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation,"Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab",http://arxiv.org/pdf/1607.06038v1,No journal ref found,none,cs.CV,Summary21106,1607.06062v1,2016-07-20T19:06:30Z,Hashmod: A Hashing Method for Scalable 3D Object Detection,"Wadim Kehl, Federico Tombari, Nassir Navab, Slobodan Ilic, Vincent Lepetit",http://arxiv.org/pdf/1607.06062v1,No journal ref found,none,cs.CV,Summary21107,1607.06140v1,2016-07-20T22:30:31Z,A Haar Wavelet-Based Perceptual Similarity Index for Image Quality Assessment,"Rafael Reisenhofer, Sebastian Bosse, Gitta Kutyniok, Thomas Wiegand",http://arxiv.org/pdf/1607.06140v1,No journal ref found,none,cs.CV,Summary21108,1607.06144v1,2016-07-20T22:43:44Z,Learning the Roots of Visual Domain Shift,"Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo",http://arxiv.org/pdf/1607.06144v1,No journal ref found,none,cs.CV,Summary21109,1607.06166v1,2016-07-21T01:27:27Z,Local Multiple Directional Pattern of Palmprint Image,"Lunke Fei, Jie Wen, Zheng Zhang, Ke Yan, Zuofeng Zhong",http://arxiv.org/pdf/1607.06166v1,No journal ref found,none,cs.CV,Summary21110,1607.06178v1,2016-07-21T03:06:43Z,Feature Descriptors for Tracking by Detection: a Benchmark,"Alessandro Pieropan, Mårten Björkman, Niklas Bergström, Danica Kragic",http://arxiv.org/pdf/1607.06178v1,No journal ref found,none,cs.CV,Summary21111,1607.06235v1,2016-07-21T08:57:13Z,Haze Visibility Enhancement: A Survey and Quantitative Benchmarking,"Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan",http://arxiv.org/pdf/1607.06235v1,No journal ref found,none,cs.CV,Summary21112,1607.06250v1,2016-07-21T10:07:33Z,Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests,"Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson",http://arxiv.org/pdf/1607.06250v1,No journal ref found,none,cs.CV,Summary21113,1607.06283v2,2016-07-21T11:55:31Z,Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation,"Christian Reinbacher, Gottfried Graber, Thomas Pock",http://arxiv.org/pdf/1607.06283v2,No journal ref found,none,cs.CV,Summary21114,1607.06290v1,2016-07-21T12:17:34Z,Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection,"Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson",http://arxiv.org/pdf/1607.06290v1,No journal ref found,none,cs.CV,Summary21115,1607.06317v1,2016-07-21T13:41:32Z,A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects,"Margret Keuper, Siyu Tang, Yu Zhongjie, Bjoern Andres, Thomas Brox, Bernt Schiele",http://arxiv.org/pdf/1607.06317v1,No journal ref found,none,cs.CV,Summary21116,1607.06318v1,2016-07-20T00:38:48Z,Hierarchical Manifold Clustering on Diffusion Maps for Connectomics (MIT 18.S096 final project),Gergely Odor,http://arxiv.org/pdf/1607.06318v1,No journal ref found,none,cs.CV,Summary21117,1607.06356v1,2016-07-21T15:10:41Z,Reasoning about Body-Parts Relations for Sign Language Recognition,"Marc Martínez-Camarena, Jose Oramas, Mario Montagud-Climent, Tinne Tuytelaars",http://arxiv.org/pdf/1607.06356v1,No journal ref found,none,cs.CV,Summary21118,1607.06408v2,2016-07-21T17:58:19Z,Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking,"Wenhui Li, Yongkang Wong, An-An Liu, Yang Li, Yu-Ting Su, Mohan Kankanhalli",http://arxiv.org/pdf/1607.06408v2,No journal ref found,none,cs.CV,Summary21119,1607.06416v1,2016-07-21T18:16:39Z,Hierarchical Attention Network for Action Recognition in Videos,"Yilin Wang, Suhang Wang, Jiliang Tang, Neil OHare, Yi Chang, Baoxin Li",http://arxiv.org/pdf/1607.06416v1,No journal ref found,none,cs.CV,Summary21120,1607.06514v1,2016-07-21T21:51:58Z,Geometric Neural Phrase Pooling: Modeling the Spatial Co-occurrence of Neurons,"Lingxi Xie, Qi Tian, John Flynn, Jingdong Wang, Alan Yuille",http://arxiv.org/pdf/1607.06514v1,No journal ref found,none,cs.CV,Summary21121,1607.06676v1,2016-07-21T08:25:41Z,Detection of surface defects on ceramic tiles based on morphological techniques,"Grasha Jacob, R. Shenbagavalli, S. Karthika",http://arxiv.org/pdf/1607.06676v1,No journal ref found,none,cs.CV,Summary21122,1607.06783v1,2016-07-22T18:41:01Z,Can DMD obtain a Scene Background in Color?,"Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge",http://arxiv.org/pdf/1607.06783v1,No journal ref found,none,cs.CV,Summary21123,1607.06787v1,2016-07-22T18:49:09Z,Prior-based Coregistration and Cosegmentation,"Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippe, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios",http://arxiv.org/pdf/1607.06787v1,MICCAI 2016,none,cs.CV,Summary21124,1607.06794v3,2016-07-22T19:06:17Z,An ensemble learning method for scene classification based on Hidden Markov Model image representation,"Fariborz Taherkhani, Reza Hedayati",http://arxiv.org/pdf/1607.06794v3,No journal ref found,none,cs.CV,Summary21125,1607.06797v2,2016-07-22T19:19:47Z,A probabilistic patch based image representation using Conditional Random Field model for image classification,Fariborz Taherkhani,http://arxiv.org/pdf/1607.06797v2,No journal ref found,none,cs.CV,Summary21126,1607.06854v3,2016-07-22T22:13:04Z,Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network,"Filip Piekniewski, Patryk Laurent, Csaba Petre, Micah Richert, Dimitry Fisher, Todd Hylton",http://arxiv.org/pdf/1607.06854v3,No journal ref found,none,cs.CV,Summary21127,1607.06871v2,2016-07-23T01:12:26Z,Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling,"Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui",http://arxiv.org/pdf/1607.06871v2,No journal ref found,none,cs.CV,Summary21128,1607.06972v3,2016-07-23T20:36:39Z,Kinematic-Layout-aware Random Forests for Depth-based Action Recognition,"Seungryul Baek, Zhiyuan Shi, Masato Kawade, Tae-Kyun Kim",http://arxiv.org/pdf/1607.06972v3,No journal ref found,none,cs.CV,Summary21129,1607.06973v1,2016-07-23T20:38:56Z,Combined Classifiers for Invariant Face Recognition,Ahmad H. A. Eid,http://arxiv.org/pdf/1607.06973v1,No journal ref found,none,cs.CV,Summary21130,1607.06986v2,2016-07-24T00:28:01Z,Ego2Top: Matching Viewers in Egocentric and Top-view Videos,"Shervin Ardeshir, Ali Borji",http://arxiv.org/pdf/1607.06986v2,No journal ref found,none,cs.CV,Summary21131,1607.06997v2,2016-07-24T04:26:41Z,Peak-Piloted Deep Network for Facial Expression Recognition,"Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Yugang Han, Nuno Vasconcelos, Shuicheng Yan",http://arxiv.org/pdf/1607.06997v2,No journal ref found,none,cs.CV,Summary21132,1607.06999v1,2016-07-24T05:11:40Z,Recurrent Regression for Face Recognition,"Yang Li, Wenming Zheng, Zhen Cui",http://arxiv.org/pdf/1607.06999v1,No journal ref found,none,cs.CV,Summary21133,1607.07032v2,2016-07-24T11:56:13Z,Is Faster R-CNN Doing Well for Pedestrian Detection?,"Liliang Zhang, Liang Lin, Xiaodan Liang, Kaiming He",http://arxiv.org/pdf/1607.07032v2,No journal ref found,none,cs.CV,Summary21134,1607.07155v1,2016-07-25T05:15:31Z,A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection,"Zhaowei Cai, Quanfu Fan, Rogerio S. Feris, Nuno Vasconcelos",http://arxiv.org/pdf/1607.07155v1,No journal ref found,none,cs.CV,Summary21135,1607.07160v1,2016-07-25T06:41:43Z,Large-Scale Video Search with Efficient Temporal Voting Structure,"Ersin Esen, Savas Ozkan, Ilkay Atil",http://arxiv.org/pdf/1607.07160v1,No journal ref found,none,cs.CV,Summary21136,1607.07215v2,2016-07-25T11:27:46Z,DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation,"Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, Victor Lempitsky",http://arxiv.org/pdf/1607.07215v2,No journal ref found,none,cs.CV,Summary21137,1607.07216v1,2016-07-25T11:30:03Z,Temporal Model Adaptation for Person Re-Identification,"Niki Martinel, Abir Das, Christian Micheloni, Amit K. Roy-Chowdhury",http://arxiv.org/pdf/1607.07216v1,No journal ref found,none,cs.CV,Summary21138,1607.07220v1,2016-07-25T11:45:48Z,Local- and Holistic- Structure Preserving Image Super Resolution via Deep Joint Component Learning,"Yukai Shi, Keze Wang, Li Xu, Liang Lin",http://arxiv.org/pdf/1607.07220v1,No journal ref found,none,cs.CV,Summary21139,1607.07262v1,2016-07-25T13:30:10Z,Automatic Attribute Discovery with Neural Activations,"Sirion Vittayakorn, Takayuki Umeda, Kazuhiko Murasaki, Kyoko Sudo, Takayuki Okatani, Kota Yamaguchi",http://arxiv.org/pdf/1607.07262v1,No journal ref found,none,cs.CV,Summary21140,1607.07295v1,2016-07-25T14:38:36Z,Learning Aligned Cross-Modal Representations from Weakly Aligned Data,"Lluis Castrejon, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba",http://arxiv.org/pdf/1607.07295v1,No journal ref found,none,cs.CV,Summary21141,1607.07304v1,2016-07-25T15:07:45Z,Tracking with multi-level features,"Roberto Henschel, Laura Leal-Taixé, Bodo Rosenhahn, Konrad Schindler",http://arxiv.org/pdf/1607.07304v1,No journal ref found,none,cs.CV,Summary21142,1607.07525v1,2016-07-26T02:26:01Z,Salient Object Subitizing,"Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomir Mech",http://arxiv.org/pdf/1607.07525v1,No journal ref found,none,cs.CV,Summary21143,1607.07539v2,2016-07-26T04:52:48Z,Semantic Image Inpainting with Perceptual and Contextual Losses,"Raymond Yeh, Chen Chen, Teck Yian Lim, Mark Hasegawa-Johnson, Minh N. Do",http://arxiv.org/pdf/1607.07539v2,No journal ref found,none,cs.CV,Summary21144,1607.07561v1,2016-07-26T07:02:55Z,Generic 3D Convolutional Fusion for image restoration,"Jiqing Wu, Radu Timofte, Luc Van Gool",http://arxiv.org/pdf/1607.07561v1,No journal ref found,none,cs.CV,Summary21145,1607.07604v1,2016-07-26T09:21:22Z,Generic Feature Learning for Wireless Capsule Endoscopy Analysis,"Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià",http://arxiv.org/pdf/1607.07604v1,No journal ref found,none,cs.CV,Summary21146,1607.07614v1,2016-07-26T09:46:48Z,Semantic Clustering for Robust Fine-Grained Scene Recognition,"Marian George, Mandar Dixit, Gábor Zogg, Nuno Vasconcelos",http://arxiv.org/pdf/1607.07614v1,No journal ref found,none,cs.CV,Summary21147,1607.07639v1,2016-07-26T11:03:20Z,Scale Invariant Interest Points with Shearlets,"Miguel A. Duval-Poo, Nicoletta Noceti, Francesca Odone, Ernesto De Vito",http://arxiv.org/pdf/1607.07639v1,No journal ref found,none,cs.CV,Summary21148,1607.07646v1,2016-07-26T11:26:44Z,Emotion-Based Crowd Representation for Abnormality Detection,"Hamidreza Rabiee, Javad Haddadnia, Hossein Mousavi, Moin Nabi, Vittorio Murino, Nicu Sebe",http://arxiv.org/pdf/1607.07646v1,No journal ref found,none,cs.CV,Summary21149,1607.07671v1,2016-07-26T12:46:51Z,Region-based semantic segmentation with end-to-end training,"Holger Caesar, Jasper Uijlings, Vittorio Ferrari",http://arxiv.org/pdf/1607.07671v1,No journal ref found,none,cs.CV,Summary21150,1607.07680v1,2016-07-26T13:15:53Z,End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks,"Yifan Wang, Lijun Wang, Hongyu Wang, Peihua Li",http://arxiv.org/pdf/1607.07680v1,No journal ref found,none,cs.CV,Summary21151,1607.07716v1,2016-07-26T14:25:37Z,Joint Optical Flow and Temporally Consistent Semantic Segmentation,"Junhwa Hur, Stefan Roth",http://arxiv.org/pdf/1607.07716v1,No journal ref found,none,cs.CV,Summary21152,1607.07770v1,2016-07-26T15:58:32Z,Approximate Policy Iteration for Budgeted Semantic Video Segmentation,"Behrooz Mahasseni, Sinisa Todorovic, Alan Fern",http://arxiv.org/pdf/1607.07770v1,No journal ref found,none,cs.CV,Summary21153,1607.07983v1,2016-07-27T07:07:07Z,A Continuous Optimization Approach for Efficient and Accurate Scene Flow,"Zhaoyang Lv, Chris Beall, Pablo F. Alcantarilla, Fuxin Li, Zsolt Kira, Frank Dellaert",http://arxiv.org/pdf/1607.07983v1,No journal ref found,none,cs.CV,Summary21154,1607.07988v1,2016-07-27T07:29:08Z,ATGV-Net: Accurate Depth Super-Resolution,"Gernot Riegler, Matthias Rüther, Horst Bischof",http://arxiv.org/pdf/1607.07988v1,No journal ref found,none,cs.CV,Summary21155,1607.08022v2,2016-07-27T10:23:00Z,Instance Normalization: The Missing Ingredient for Fast Stylization,"Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky",http://arxiv.org/pdf/1607.08022v2,No journal ref found,none,cs.CV,Summary21156,1607.08040v1,2016-07-27T11:18:12Z,Visual Tracking via Shallow and Deep Collaborative Model,"Bohan Zhuang, Lijun Wang, Huchuan Lu",http://arxiv.org/pdf/1607.08040v1,No journal ref found,none,cs.CV,Summary21157,1607.08112v1,2016-07-27T14:23:52Z,MLPnP - A Real-Time Maximum Likelihood Solution to the Perspective-n-Point Problem,"Steffen Urban, Jens Leitloff, Stefan Hinz",http://arxiv.org/pdf/1607.08112v1,No journal ref found,none,cs.CV,Summary21158,1607.08128v1,2016-07-27T14:46:36Z,Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image,"Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, Michael J. Black",http://arxiv.org/pdf/1607.08128v1,No journal ref found,none,cs.CV,Summary21159,1607.08196v1,2016-07-27T17:47:44Z,Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home,"Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock",http://arxiv.org/pdf/1607.08196v1,No journal ref found,none,cs.CV,Summary21160,1607.08221v1,2016-07-27T19:18:16Z,MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition,"Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao",http://arxiv.org/pdf/1607.08221v1,No journal ref found,none,cs.CV,Summary21161,1607.08362v2,2016-07-28T08:51:02Z,Incremental Noising and its Fractal Behavior,"Konstantinos A. Raftopoulos, Marin Ferecatu, Dionyssios D. Sourlas, Stefanos D. Kollias",http://arxiv.org/pdf/1607.08362v2,No journal ref found,none,cs.CV,Summary21162,1607.08366v1,2016-07-28T09:00:59Z,25 years of CNNs: Can we compare to human abstraction capabilities?,"Sebastian Stabinger, Antonio Rodríguez-Sánchez, Justus Piater",http://arxiv.org/pdf/1607.08366v1,No journal ref found,none,cs.CV,Summary21163,1607.08368v1,2016-07-28T09:10:19Z,"Local Feature Detectors, Descriptors, and Image Representations: A Survey",Yusuke Uchida,http://arxiv.org/pdf/1607.08368v1,No journal ref found,none,cs.CV,Summary21164,1607.08378v2,2016-07-28T09:40:18Z,Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification,"Rahul Rama Varior, Mrinal Haloi, Gang Wang",http://arxiv.org/pdf/1607.08378v2,No journal ref found,none,cs.CV,Summary21165,1607.08381v1,2016-07-28T09:43:52Z,A Siamese Long Short-Term Memory Architecture for Human Re-Identification,"Rahul Rama Varior, Bing Shuai, Jiwen Lu, Dong Xu, Gang Wang",http://arxiv.org/pdf/1607.08381v1,No journal ref found,none,cs.CV,Summary21166,1607.08414v2,2016-07-28T11:55:38Z,SEMBED: Semantic Embedding of Egocentric Action Videos,"Michael Wray, Davide Moltisanti, Walterio Mayol-Cuevas, Dima Damen",http://arxiv.org/pdf/1607.08414v2,No journal ref found,none,cs.CV,Summary21167,1607.08421v1,2016-07-28T12:13:10Z,Stereo Video Deblurring,"Anita Sellent, Carsten Rother, Stefan Roth",http://arxiv.org/pdf/1607.08421v1,No journal ref found,none,cs.CV,Summary21168,1607.08434v1,2016-07-28T13:00:03Z,Video Registration in Egocentric Vision under Day and Night Illumination Changes,"Stefano Alletto, Giuseppe Serra, Rita Cucchiara",http://arxiv.org/pdf/1607.08434v1,No journal ref found,none,cs.CV,Summary21169,1607.08477v1,2016-07-28T14:30:21Z,SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval,"Jian Zhang, Yuxin Peng, Junchao Zhang",http://arxiv.org/pdf/1607.08477v1,No journal ref found,none,cs.CV,Summary21170,1607.08539v3,2016-07-28T17:19:46Z,Fine-To-Coarse Global Registration of RGB-D Scans,"Maciej Halber, Thomas Funkhouser",http://arxiv.org/pdf/1607.08539v3,No journal ref found,none,cs.CV,Summary21171,1607.08569v1,2016-07-28T18:49:55Z,A Deep Primal-Dual Network for Guided Depth Super-Resolution,"Gernot Riegler, David Ferstl, Matthias Rüther, Horst Bischof",http://arxiv.org/pdf/1607.08569v1,No journal ref found,none,cs.CV,Summary21172,1607.08584v1,2016-07-28T19:35:50Z,Connectionist Temporal Modeling for Weakly Supervised Action Labeling,"De-An Huang, Li Fei-Fei, Juan Carlos Niebles",http://arxiv.org/pdf/1607.08584v1,No journal ref found,none,cs.CV,Summary21173,1607.08659v2,2016-07-28T22:59:55Z,General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues,"Helge Rhodin, Nadia Robertini, Dan Casas, Christian Richardt, Hans-Peter Seidel, Christian Theobalt",http://arxiv.org/pdf/1607.08659v2,No journal ref found,none,cs.CV,Summary21174,1607.08764v1,2016-07-29T11:00:08Z,SwiDeN : Convolutional Neural Networks For Depiction Invariant Object Recognition,"Ravi Kiran Sarvadevabhatla, Shiv Surya, Srinivas S S Kruthiventi, Venkatesh Babu R",http://arxiv.org/pdf/1607.08764v1,No journal ref found,none,cs.CV,Summary21175,1607.08811v1,2016-07-29T13:55:21Z,Can a CNN Recognize Catalan Diet?,"Pedro Herruzo, Marc Bolaños, Petia Radeva",http://arxiv.org/pdf/1607.08811v1,No journal ref found,none,cs.CV,Summary21176,1608.00059v1,2016-07-30T01:39:04Z,Face Recognition Using Scattering Convolutional Network,"Shervin Minaee, Amirali Abdolrashidi, Yao Wang",http://arxiv.org/pdf/1608.00059v1,No journal ref found,none,cs.CV,Summary21177,1608.00116v1,2016-07-30T12:51:07Z,Segmentation of Soft atherosclerotic plaques using active contour models,Muhammad Moazzam Jawaid,http://arxiv.org/pdf/1608.00116v1,No journal ref found,none,cs.CV,Summary21178,1608.00148v1,2016-07-30T17:04:47Z,Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy,"Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley",http://arxiv.org/pdf/1608.00148v1,No journal ref found,none,cs.CV,Summary21179,1608.00161v1,2016-07-30T20:48:14Z,Localizing and Orienting Street Views Using Overhead Imagery,"Nam N. Vo, James Hays",http://arxiv.org/pdf/1608.00161v1,No journal ref found,none,cs.CV,Summary21180,1608.00168v1,2016-07-30T23:03:21Z,Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?,"Yashar Deldjoo, Shengping Zhang, Bahman Zanj, Paolo Cremonesi, Matteo Matteucci",http://arxiv.org/pdf/1608.00168v1,No journal ref found,none,cs.CV,Summary21181,1608.00187v1,2016-07-31T05:54:13Z,Visual Relationship Detection with Language Priors,"Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei",http://arxiv.org/pdf/1608.00187v1,No journal ref found,none,cs.CV,Summary21182,1608.00199v1,2016-07-31T08:50:47Z,A Data-driven Approach for Human Pose Tracking Based on Spatio-temporal Pictorial Structure,"Soumitra Samanta, Bhabatosh Chanda",http://arxiv.org/pdf/1608.00199v1,No journal ref found,none,cs.CV,Summary21183,1608.00203v1,2016-07-31T09:28:28Z,Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks,Balint Antal,http://arxiv.org/pdf/1608.00203v1,No journal ref found,none,cs.CV,Summary21184,1608.00207v1,2016-07-31T11:02:40Z,Learning deep representation from coarse to fine for face alignment,"Zhiwen Shao, Shouhong Ding, Yiru Zhao, Qinchuan Zhang, Lizhuang Ma",http://arxiv.org/pdf/1608.00207v1,No journal ref found,none,cs.CV,Summary21185,1608.00229v1,2016-07-31T15:17:46Z,Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery,"Konstantinos Makantasis, Antonis Nikitakis, Anastasios Doulamis, Nikolaos Doulamis, Yannis Papaefstathiou",http://arxiv.org/pdf/1608.00229v1,No journal ref found,none,cs.CV,Summary21186,1608.00247v1,2016-07-31T18:04:54Z,Similarity Registration Problems for 2D/3D Ultrasound Calibration,"Francisco Vasconcelos, Donald Peebles, Sebastien Ourselin, Danail Stoyanov",http://arxiv.org/pdf/1608.00247v1,No journal ref found,none,cs.CV,Summary21187,1608.00265v1,2016-07-31T21:33:17Z,Denoising and compression in wavelet domain via projection onto approximation coefficients,Mario Mastriani,http://arxiv.org/pdf/1608.00265v1,No journal ref found,none,cs.CV,Summary21188,1608.00268v1,2016-07-31T21:57:54Z,Union is strength in lossy image compression,Mario Mastriani,http://arxiv.org/pdf/1608.00268v1,No journal ref found,none,cs.CV,Summary21189,1608.00270v1,2016-07-31T22:11:52Z,New wavelet-based superresolution algorithm for speckle reduction in SAR images,Mario Mastriani,http://arxiv.org/pdf/1608.00270v1,No journal ref found,none,cs.CV,Summary21190,1608.00273v1,2016-07-31T22:24:53Z,Kalmans shrinkage for wavelet-based despeckling of SAR images,"Mario Mastriani, Alberto E. Giraldez",http://arxiv.org/pdf/1608.00273v1,No journal ref found,none,cs.CV,Summary21191,1608.00274v1,2016-07-31T22:32:55Z,Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images,Mario Mastriani,http://arxiv.org/pdf/1608.00274v1,No journal ref found,none,cs.CV,Summary21192,1608.00277v1,2016-07-31T22:39:03Z,Fuzzy thresholding in wavelet domain for speckle reduction in Synthetic Aperture Radar images,Mario Mastriani,http://arxiv.org/pdf/1608.00277v1,No journal ref found,none,cs.CV,Summary21193,1608.00279v1,2016-07-31T22:44:45Z,Neural shrinkage for wavelet-based SAR despeckling,"Mario Mastriani, Alberto E. Giraldez",http://arxiv.org/pdf/1608.00279v1,No journal ref found,none,cs.CV,Summary21194,1608.00310v1,2016-08-01T03:42:07Z,Video Summarization in a Multi-View Camera Network,"Rameswar Panda, Abir Das, Amit K. Roy-Chowdhury",http://arxiv.org/pdf/1608.00310v1,No journal ref found,none,cs.CV,Summary21195,1608.00367v1,2016-08-01T09:44:41Z,Accelerating the Super-Resolution Convolutional Neural Network,"Chao Dong, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1608.00367v1,No journal ref found,none,cs.CV,Summary21196,1608.00501v1,2016-08-01T17:24:30Z,Supervised Classification of RADARSAT-2 Polarimetric Data for Different Land Features,Abhishek Maity,http://arxiv.org/pdf/1608.00501v1,No journal ref found,none,cs.CV,Summary21197,1608.00507v1,2016-08-01T17:49:57Z,Top-down Neural Attention by Excitation Backprop,"Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff",http://arxiv.org/pdf/1608.00507v1,No journal ref found,none,cs.CV,Summary21198,1608.00525v1,2016-08-01T19:03:27Z,Modeling Context Between Objects for Referring Expression Understanding,"Varun K. Nagaraja, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1608.00525v1,No journal ref found,none,cs.CV,Summary21199,1608.00641v2,2016-08-01T23:37:41Z,Interactive Image Segmentation Using Constrained Dominant Sets,"Eyasu Zemene, Marcello Pelillo",http://arxiv.org/pdf/1608.00641v2,No journal ref found,none,cs.CV,Summary21200,1608.00668v1,2016-08-02T01:30:28Z,Global Vertices and the Noising Paradox,"Konstantinos A. Raftopoulos, Stefanos D. Kollias, Marin Ferecatu",http://arxiv.org/pdf/1608.00668v1,No journal ref found,none,cs.CV,Summary21201,1608.00753v1,2016-08-02T09:44:53Z,Semantically Guided Depth Upsampling,"Nick Schneider, Lukas Schneider, Peter Pinggera, Uwe Franke, Marc Pollefeys, Christoph Stiller",http://arxiv.org/pdf/1608.00753v1,No journal ref found,none,cs.CV,Summary21202,1608.00762v1,2016-08-02T10:51:07Z,Interactive Removal and Ground Truth for Difficult Shadow Scenes,"Han Gong, Darren P. Cosker",http://arxiv.org/pdf/1608.00762v1,No journal ref found,none,cs.CV,Summary21203,1608.00775v2,2016-08-02T11:33:44Z,Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks,"Michele Volpi, Devis Tuia",http://arxiv.org/pdf/1608.00775v2,No journal ref found,none,cs.CV,Summary21204,1608.00785v1,2016-08-02T12:19:21Z,Shape and Centroid Independent Clustring Algorithm for Crowd Management Applications,"Yasser Mohammad Seddiq, A. A. Alharbiy, Moayyad Hamza Ghunaim",http://arxiv.org/pdf/1608.00785v1,No journal ref found,none,cs.CV,Summary21205,1608.00797v1,2016-08-02T12:58:30Z,CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016,"Yuanjun Xiong, Limin Wang, Zhe Wang, Bowen Zhang, Hang Song, Wei Li, Dahua Lin, Yu Qiao, Luc Van Gool, Xiaoou Tang",http://arxiv.org/pdf/1608.00797v1,No journal ref found,none,cs.CV,Summary21206,1608.00813v2,2016-08-02T13:28:16Z,Aggregating Binary Local Descriptors for Image Retrieval,"Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo",http://arxiv.org/pdf/1608.00813v2,No journal ref found,none,cs.CV,Summary21207,1608.00859v1,2016-08-02T15:06:50Z,Temporal Segment Networks: Towards Good Practices for Deep Action Recognition,"Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool",http://arxiv.org/pdf/1608.00859v1,No journal ref found,none,cs.CV,Summary21208,1608.00911v1,2016-08-02T17:37:38Z,Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection,"Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn",http://arxiv.org/pdf/1608.00911v1,No journal ref found,none,cs.CV,Summary21209,1608.01017v1,2016-08-02T22:22:41Z,Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise,"Thomas W. Rogers, Nicolas Jaccard, Edward J. Morton, Lewis D. Griffin",http://arxiv.org/pdf/1608.01017v1,No journal ref found,none,cs.CV,Summary21210,1608.01024v1,2016-08-02T23:03:19Z,Incremental Real-Time Multibody VSLAM with Trajectory Optimization Using Stereo Camera,"N Dinesh Reddy, Iman Abbasnejad, Sheetal Reddy, Amit Kumar Mondal, Vindhya Devalla",http://arxiv.org/pdf/1608.01024v1,No journal ref found,none,cs.CV,Summary21211,1608.01026v1,2016-08-02T23:06:35Z,One-Class Slab Support Vector Machine,"Victor Fragoso, Walter Scheirer, Joao Hespanha, Matthew Turk",http://arxiv.org/pdf/1608.01026v1,No journal ref found,none,cs.CV,Summary21212,1608.01041v2,2016-08-03T01:26:32Z,Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution,"Emad Barsoum, Cha Zhang, Cristian Canton Ferrer, Zhengyou Zhang",http://arxiv.org/pdf/1608.01041v2,No journal ref found,none,cs.CV,Summary21213,1608.01059v2,2016-08-03T02:44:57Z,Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning,"Wenbing Huang, Fuchun Sun, Lele Cao, Mehrtash Harandi",http://arxiv.org/pdf/1608.01059v2,No journal ref found,none,cs.CV,Summary21214,1608.01074v1,2016-08-03T05:28:18Z,FPGA system for real-time computational extended depth of field imaging using phase aperture coding,"Tal Remez, Or Litany, Shachar Yoseff, Harel Haim, Alex Bronstein",http://arxiv.org/pdf/1608.01074v1,No journal ref found,none,cs.CV,Summary21215,1608.01079v1,2016-08-03T05:55:18Z,Challenges in video based object detection in maritime scenario using computer vision,"D. K. Prasad, C. K. Prasath, D. Rajan, L. Rachmawati, E. Rajabaly, C. Quek",http://arxiv.org/pdf/1608.01079v1,No journal ref found,none,cs.CV,Summary21216,1608.01082v1,2016-08-03T06:05:16Z,Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks,"Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang",http://arxiv.org/pdf/1608.01082v1,No journal ref found,none,cs.CV,Summary21217,1608.01137v2,2016-08-03T10:17:22Z,Cascaded Continuous Regression for Real-time Incremental Face Tracking,"Enrique Sánchez-Lozano, Brais Martinez, Georgios Tzimiropoulos, Michel Valstar",http://arxiv.org/pdf/1608.01137v2,No journal ref found,none,cs.CV,Summary21218,1608.01250v4,2016-08-03T16:42:04Z,Detailed Garment Recovery from a Single-View Image,"Shan Yang, Tanya Ambert, Zherong Pan, Ke Wang, Licheng Yu, Tamara Berg, Ming C. Lin",http://arxiv.org/pdf/1608.01250v4,No journal ref found,none,cs.CV,Summary21219,1608.01391v1,2016-08-03T23:13:01Z,Language free character recognition using character sketch and center of gravity shifting,"Masoud Nosrati, Fakhereh Rahimi, Ronak Karimi",http://arxiv.org/pdf/1608.01391v1,No journal ref found,none,cs.CV,Summary21220,1608.01409v3,2016-08-04T01:16:39Z,"Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size","Jongsoo Park, Sheng Li, Wei Wen, Hai Li, Yiran Chen, Pradeep Dubey",http://arxiv.org/pdf/1608.01409v3,No journal ref found,none,cs.CV,Summary21221,1608.01441v1,2016-08-04T06:58:32Z,Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations,"Hao Yang, Joey Tianyi Zhou, Jianfei Cai",http://arxiv.org/pdf/1608.01441v1,No journal ref found,none,cs.CV,Summary21222,1608.01471v1,2016-08-04T09:06:15Z,UnitBox: An Advanced Object Detection Network,"Jiahui Yu, Yuning Jiang, Zhangyang Wang, Zhimin Cao, Thomas Huang",http://arxiv.org/pdf/1608.01471v1,No journal ref found,none,cs.CV,Summary21223,1608.01505v1,2016-08-04T11:54:37Z,Recoding Color Transfer as a Color Homography,"Han Gong, Graham D. Finlayson, Robert B. Fisher",http://arxiv.org/pdf/1608.01505v1,No journal ref found,none,cs.CV,Summary21224,1608.01529v1,2016-08-04T13:38:38Z,Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos,"Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin",http://arxiv.org/pdf/1608.01529v1,No journal ref found,none,cs.CV,Summary21225,1608.01536v1,2016-08-04T13:54:16Z,Saliency Integration: An Arbitrator Model,"Yingyue Xu, Xiaopeng Hong, Guoying Zhao",http://arxiv.org/pdf/1608.01536v1,No journal ref found,none,cs.CV,Summary21226,1608.01647v1,2016-08-04T19:07:08Z,A Recursive Framework for Expression Recognition: From Web Images to Deep Models to Game Dataset,"Wei Li, Christina Tsangouri, Farnaz Abtahi, Zhigang Zhu",http://arxiv.org/pdf/1608.01647v1,No journal ref found,none,cs.CV,Summary21227,1608.01658v1,2016-08-04T19:47:30Z,Identifying Metastases in Sentinel Lymph Nodes with Deep Convolutional Neural Networks,"Richard Chen, Yating Jing, Hunter Jackson",http://arxiv.org/pdf/1608.01658v1,No journal ref found,none,cs.CV,Summary21228,1608.01686v1,2016-08-04T20:08:53Z,Optimal Filtered Backprojection for Fast and Accurate Tomography Reconstruction,"Chen Mu, Chiwoo Park",http://arxiv.org/pdf/1608.01686v1,No journal ref found,none,cs.CV,Summary21229,1608.01745v2,2016-08-05T03:16:07Z,Play and Learn: Using Video Games to Train Computer Vision Models,"Alireza Shafaei, James J. Little, Mark Schmidt",http://arxiv.org/pdf/1608.01745v2,No journal ref found,none,cs.CV,Summary21230,1608.01769v2,2016-08-05T05:58:35Z,Deep Learning the City : Quantifying Urban Perception At A Global Scale,"Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo",http://arxiv.org/pdf/1608.01769v2,No journal ref found,none,cs.CV,Summary21231,1608.01793v1,2016-08-05T08:05:24Z,Sparse Subspace Clustering via Diffusion Process,"Qilin Li, Ling Li, Wanquan Liu",http://arxiv.org/pdf/1608.01793v1,No journal ref found,none,cs.CV,Summary21232,1608.01807v1,2016-08-05T08:50:58Z,SIFT Meets CNN: A Decade Survey of Instance Retrieval,"Liang Zheng, Yi Yang, Qi Tian",http://arxiv.org/pdf/1608.01807v1,No journal ref found,none,cs.CV,Summary21233,1608.01866v1,2016-08-05T12:50:28Z,Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification,"Hilal Ergun, Mustafa Sert",http://arxiv.org/pdf/1608.01866v1,No journal ref found,none,cs.CV,Summary21234,1608.01966v1,2016-08-05T18:25:21Z,OpenCL-accelerated object classification in video streams using Spatial Pooler of Hierarchical Temporal Memory,"Maciej Wielgosz, Marcin Pietroń",http://arxiv.org/pdf/1608.01966v1,"International Journal of Advanced Computer Science and Applications (IJACSA), 8 (2), 2017",none,cs.CV,Summary21235,1608.01993v1,2016-08-05T18:18:38Z,Enhanced Directional Smoothing Algorithm for Edge-Preserving Smoothing of Synthetic-Aperture Radar Images,"Mario Mastriani, Alberto E. Giraldez",http://arxiv.org/pdf/1608.01993v1,No journal ref found,none,cs.CV,Summary21236,1608.02023v2,2016-08-05T21:09:53Z,"Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching","Jun Zhou, Haozhou Yu, Karen Smith, Colin Wilder, Hongkai Yu, Song Wang",http://arxiv.org/pdf/1608.02023v2,No journal ref found,none,cs.CV,Summary21237,1608.02051v1,2016-08-06T02:04:25Z,Compressive Change Retrieval for Moving Object Detection,"Tomoya Murase, Kanji Tanaka",http://arxiv.org/pdf/1608.02051v1,No journal ref found,none,cs.CV,Summary21238,1608.02052v1,2016-08-06T02:06:23Z,Multi-Model Hypothesize-and-Verify Approach for Incremental Loop Closure Verification,Kanji Tanaka,http://arxiv.org/pdf/1608.02052v1,No journal ref found,none,cs.CV,Summary21239,1608.02059v1,2016-08-06T03:37:28Z,Signs in time: Encoding human motion as a temporal image,"Joon Son Chung, Andrew Zisserman",http://arxiv.org/pdf/1608.02059v1,No journal ref found,none,cs.CV,Summary21240,1608.02183v2,2016-08-07T05:50:10Z,Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition,"Yanan Guo, Lei Li, Weifeng Liu, Jun Cheng, Dapeng Tao",http://arxiv.org/pdf/1608.02183v2,No journal ref found,none,cs.CV,Summary21241,1608.02192v1,2016-08-07T08:20:14Z,Playing for Data: Ground Truth from Computer Games,"Stephan R. Richter, Vibhav Vineet, Stefan Roth, Vladlen Koltun",http://arxiv.org/pdf/1608.02192v1,No journal ref found,none,cs.CV,Summary21242,1608.02201v1,2016-08-07T10:34:02Z,Residual CNDS,"Hussein A. Al-Barazanchi, Hussam Qassim, Abhishek Verma",http://arxiv.org/pdf/1608.02201v1,No journal ref found,none,cs.CV,Summary21243,1608.02236v1,2016-08-07T16:10:50Z,Bootstrapping Face Detection with Hard Negative Examples,"Shaohua Wan, Zhijun Chen, Tao Zhang, Bo Zhang, Kong-kat Wong",http://arxiv.org/pdf/1608.02236v1,No journal ref found,none,cs.CV,Summary21244,1608.02255v1,2016-08-07T18:17:17Z,Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection,"Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikainen",http://arxiv.org/pdf/1608.02255v1,No journal ref found,none,cs.CV,Summary21245,1608.02318v1,2016-08-08T05:15:54Z,Discriminatively Trained Latent Ordinal Model for Video Classification,"Karan Sikka, Gaurav Sharma",http://arxiv.org/pdf/1608.02318v1,No journal ref found,none,cs.CV,Summary21246,1608.02367v1,2016-08-08T09:54:15Z,Learning Joint Representations of Videos and Sentences with Web Image Search,"Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya",http://arxiv.org/pdf/1608.02367v1,No journal ref found,none,cs.CV,Summary21247,1608.02373v1,2016-08-08T10:26:53Z,A combined Approach Based on Fuzzy Classification and Contextual Region Growing to Image Segmentation,"Mahaman Sani Chaibou, Karim Kalti, Bassel Soulaiman, Mohamed Ali Mahjoub",http://arxiv.org/pdf/1608.02373v1,No journal ref found,none,cs.CV,Summary21248,1608.02385v1,2016-08-08T11:22:23Z,Comparative study and enhancement of Camera Tampering Detection algorithms,"Mabrouka Hagui, Mohamed Ali Mahjoub, Ahmed Boukhris",http://arxiv.org/pdf/1608.02385v1,No journal ref found,none,cs.CV,Summary21249,1608.02388v1,2016-08-08T11:30:35Z,Database of handwritten Arabic mathematical formulas images,"Ibtissem Hadj Ali, Mohammed Ali Mahjoub",http://arxiv.org/pdf/1608.02388v1,No journal ref found,none,cs.CV,Summary21250,1608.02676v1,2016-08-09T02:19:37Z,End-to-End Localization and Ranking for Relative Attributes,"Krishna Kumar Singh, Yong Jae Lee",http://arxiv.org/pdf/1608.02676v1,No journal ref found,none,cs.CV,Summary21251,1608.02755v1,2016-08-09T10:37:52Z,Convolutional Oriented Boundaries,"Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool",http://arxiv.org/pdf/1608.02755v1,No journal ref found,none,cs.CV,Summary21252,1608.02778v1,2016-08-09T12:11:51Z,Deep Convolution Networks for Compression Artifacts Reduction,"Ke Yu, Chao Dong, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1608.02778v1,No journal ref found,none,cs.CV,Summary21253,1608.02824v1,2016-08-09T14:58:34Z,Camera Pose Estimation from Lines using Plücker Coordinates,"Bronislav Přibyl, Pavel Zemčík, Martin Čadík",http://arxiv.org/pdf/1608.02824v1,No journal ref found,none,cs.CV,Summary21254,1608.02908v2,2016-08-09T18:37:26Z,Residual Networks of Residual Networks: Multilevel Residual Networks,"Ke Zhang, Miao Sun, Tony X. Han, Xingfang Yuan, Liru Guo, Tao Liu",http://arxiv.org/pdf/1608.02908v2,No journal ref found,none,cs.CV,Summary21255,1608.02989v1,2016-08-09T22:04:46Z,Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics,"John A. Quinn, Rose Nakasi, Pius K. B. Mugagga, Patrick Byanyima, William Lubega, Alfred Andama",http://arxiv.org/pdf/1608.02989v1,No journal ref found,none,cs.CV,Summary21256,1608.03049v1,2016-08-10T05:07:10Z,Fashion Landmark Detection in the Wild,"Ziwei Liu, Sijie Yan, Ping Luo, Xiaogang Wang, Xiaoou Tang",http://arxiv.org/pdf/1608.03049v1,No journal ref found,none,cs.CV,Summary21257,1608.03066v1,2016-08-10T07:46:56Z,"Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation","Benjamin Drayer, Thomas Brox",http://arxiv.org/pdf/1608.03066v1,No journal ref found,none,cs.CV,Summary21258,1608.03075v2,2016-08-10T08:18:30Z,3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information,"Sungheon Park, Jihye Hwang, Nojun Kwak",http://arxiv.org/pdf/1608.03075v2,No journal ref found,none,cs.CV,Summary21259,1608.03217v1,2016-08-10T15:43:10Z,DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns,"Ali Diba, Ali Mohammad Pazandeh, Hamed Pirsiavash, Luc Van Gool",http://arxiv.org/pdf/1608.03217v1,No journal ref found,none,cs.CV,Summary21260,1608.03235v1,2016-08-10T16:44:00Z,Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation,"Naji Khosravan, Haydar Celik, Baris Turkbey, Ruida Cheng, Evan McCreedy, Matthew McAuliffe, Sandra Bednarova, Elizabeth Jones, Xinjian Chen, Peter L. Choyke, Bradford J. Wood, Ulas Bagci",http://arxiv.org/pdf/1608.03235v1,No journal ref found,none,cs.CV,Summary21261,1608.03240v1,2016-08-10T17:45:33Z,Fractional Calculus In Image Processing: A Review,"Qi Yang, Dali Chen, Tiebiao Zhao, YangQuan Chen",http://arxiv.org/pdf/1608.03240v1,No journal ref found,none,cs.CV,Summary21262,1608.03308v1,2016-08-10T22:00:00Z,Approximate search with quantized sparse representations,"Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou",http://arxiv.org/pdf/1608.03308v1,No journal ref found,none,cs.CV,Summary21263,1608.03369v1,2016-08-11T05:11:23Z,Enabling My Robot To Play Pictionary : Recurrent Neural Networks For Sketch Recognition,"Ravi Kiran Sarvadevabhatla, Jogendra Kundu, Babu R. Venkatesh",http://arxiv.org/pdf/1608.03369v1,No journal ref found,none,cs.CV,Summary21264,1608.03374v1,2016-08-11T05:34:42Z,Automatic text extraction and character segmentation using maximally stable extremal regions,"Nitigya Sambyal, Pawanesh Abrol",http://arxiv.org/pdf/1608.03374v1,"International Journal of Modern Computer Science,Vol 4,Issue 3,pp.136-141,2016",none,cs.CV,Summary21265,1608.03410v1,2016-08-11T09:51:21Z,Solving Visual Madlibs with Multiple Cues,"Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg",http://arxiv.org/pdf/1608.03410v1,No journal ref found,none,cs.CV,Summary21266,1608.03440v2,2016-08-11T12:49:46Z,Learning Iterative Processes with Recurrent Neural Networks to Correct Satellite Image Classification Maps,"Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez",http://arxiv.org/pdf/1608.03440v2,No journal ref found,none,cs.CV,Summary21267,1608.03474v1,2016-08-11T14:19:31Z,Learning Dynamic Hierarchical Models for Anytime Scene Labeling,"Buyu Liu, Xuming He",http://arxiv.org/pdf/1608.03474v1,No journal ref found,none,cs.CV,Summary21268,1608.03609v1,2016-08-11T20:32:55Z,Clockwork Convnets for Video Semantic Segmentation,"Evan Shelhamer, Kate Rakelly, Judy Hoffman, Trevor Darrell",http://arxiv.org/pdf/1608.03609v1,No journal ref found,none,cs.CV,Summary21269,1608.03617v1,2016-08-11T20:53:48Z,Automatic detection of moving objects in video surveillance,"Larbi Guezouli, Hanane Belhani",http://arxiv.org/pdf/1608.03617v1,No journal ref found,none,cs.CV,Summary21270,1608.03658v1,2016-08-12T02:00:08Z,Deep Hashing: A Joint Approach for Image Signature Learning,"Yadong Mu, Zhu Liu",http://arxiv.org/pdf/1608.03658v1,No journal ref found,none,cs.CV,Summary21271,1608.03667v1,2016-08-12T03:42:28Z,Reasoning and Algorithm Selection Augmented Symbolic Segmentation,"Martin Lukac, Kamila Abdiyeva, Michitaka Kameyama",http://arxiv.org/pdf/1608.03667v1,No journal ref found,none,cs.CV,Summary21272,1608.03748v2,2016-08-12T11:01:31Z,Self-paced Learning for Weakly Supervised Evidence Discovery in Multimedia Event Search,"Mengyi Liu, Lu Jiang, Shiguang Shan, Alexander G. Hauptmann",http://arxiv.org/pdf/1608.03748v2,No journal ref found,none,cs.CV,Summary21273,1608.03773v2,2016-08-12T12:24:11Z,Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking,"Martin Danelljan, Andreas Robinson, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1608.03773v2,"ECCV 2016, Part V, LNCS 9909, pp. 472-488. Springer (2016)",none,cs.CV,Summary21274,1608.03819v1,2016-08-12T15:17:33Z,DeepDiary: Automatic Caption Generation for Lifelogging Image Streams,"Chenyou Fan, David J. Crandall",http://arxiv.org/pdf/1608.03819v1,No journal ref found,none,cs.CV,Summary21275,1608.03832v1,2016-08-12T15:55:12Z,On Minimal Accuracy Algorithm Selection in Computer Vision and Intelligent Systems,"Martin Lukac, Kamila Abdiyeva, Michitaka Kameyama",http://arxiv.org/pdf/1608.03832v1,No journal ref found,none,cs.CV,Summary21276,1608.03907v1,2016-08-12T20:40:24Z,Temporal Registration in In-Utero Volumetric MRI Time Series,"Ruizhi Liao, Esra Turk, Miaomiao Zhang, Jie Luo, Ellen Grant, Elfar Adalsteinsson, Polina Golland",http://arxiv.org/pdf/1608.03907v1,No journal ref found,none,cs.CV,Summary21277,1608.03914v1,2016-08-12T22:03:38Z,When was that made?,"Sirion Vittayakorn, Alexander C. Berg, Tamara L. Berg",http://arxiv.org/pdf/1608.03914v1,No journal ref found,none,cs.CV,Summary21278,1608.03932v1,2016-08-13T03:16:47Z,Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning,"Keze Wang, Shengfu Zhai, Hui Cheng, Xiaodan Liang, Liang Lin",http://arxiv.org/pdf/1608.03932v1,No journal ref found,none,cs.CV,Summary21279,1608.03981v1,2016-08-13T13:33:28Z,Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising,"Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, Lei Zhang",http://arxiv.org/pdf/1608.03981v1,No journal ref found,none,cs.CV,Summary21280,1608.04045v1,2016-08-14T01:41:07Z,Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees,"Kyle Simek, Ravishankar Palanivelu, Kobus Barnard",http://arxiv.org/pdf/1608.04045v1,No journal ref found,none,cs.CV,Summary21281,1608.04051v1,2016-08-14T02:34:29Z,SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation,"Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen",http://arxiv.org/pdf/1608.04051v1,No journal ref found,none,cs.CV,Summary21282,1608.04064v1,2016-08-14T06:03:09Z,About Pyramid Structure in Convolutional Neural Networks,"Ihsan Ullah, Alfredo Petrosino",http://arxiv.org/pdf/1608.04064v1,No journal ref found,none,cs.CV,Summary21283,1608.04117v2,2016-08-14T17:10:30Z,The Importance of Skip Connections in Biomedical Image Segmentation,"Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal",http://arxiv.org/pdf/1608.04117v2,No journal ref found,none,cs.CV,Summary21284,1608.04170v2,2016-08-15T02:47:23Z,Every Filter Extracts A Specific Texture In Convolutional Neural Networks,"Zhiqiang Xia, Ce Zhu, Zhengtao Wang, Qi Guo, Yipeng Liu",http://arxiv.org/pdf/1608.04170v2,No journal ref found,none,cs.CV,Summary21285,1608.04187v2,2016-08-15T06:21:24Z,Occlusion-Model Guided Anti-Occlusion Depth Estimation in Light Field,"Hao Zhu, Qing Wang, Jingyi Yu",http://arxiv.org/pdf/1608.04187v2,No journal ref found,none,cs.CV,Summary21286,1608.04188v1,2016-08-15T06:32:07Z,Face Alignment In-the-Wild: A Survey,"Xin Jin, Xiaoyang Tan",http://arxiv.org/pdf/1608.04188v1,No journal ref found,none,cs.CV,Summary21287,1608.04200v2,2016-08-15T07:54:55Z,Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video,"Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen",http://arxiv.org/pdf/1608.04200v2,No journal ref found,none,cs.CV,Summary21288,1608.04224v1,2016-08-15T10:13:46Z,Generating Synthetic Data for Text Recognition,"Praveen Krishnan, C. V. Jawahar",http://arxiv.org/pdf/1608.04224v1,No journal ref found,none,cs.CV,Summary21289,1608.04233v2,2016-08-15T11:00:16Z,A Riemannian Network for SPD Matrix Learning,"Zhiwu Huang, Luc Van Gool",http://arxiv.org/pdf/1608.04233v2,No journal ref found,none,cs.CV,Summary21290,1608.04274v1,2016-08-15T14:13:27Z,Visual place recognition using landmark distribution descriptors,"Pilailuck Panphattarasap, Andrew Calway",http://arxiv.org/pdf/1608.04274v1,No journal ref found,none,cs.CV,Summary21291,1608.04307v1,2016-08-15T15:36:41Z,Transitive Hashing Network for Heterogeneous Multimedia Retrieval,"Zhangjie Cao, Mingsheng Long, Qiang Yang",http://arxiv.org/pdf/1608.04307v1,No journal ref found,none,cs.CV,Summary21292,1608.04314v2,2016-08-15T16:07:24Z,Weakly Supervised Object Localization Using Size Estimates,"Miaojing Shi, Vittorio Ferrari",http://arxiv.org/pdf/1608.04314v2,No journal ref found,none,cs.CV,Summary21293,1608.04337v2,2016-08-15T17:35:56Z,"Design of Efficient Convolutional Layers using Single Intra-channel Convolution, Topological Subdivisioning and Spatial ""Bottleneck"" Structure","Min Wang, Baoyuan Liu, Hassan Foroosh",http://arxiv.org/pdf/1608.04337v2,No journal ref found,none,cs.CV,Summary21294,1608.04339v1,2016-08-15T17:42:36Z,Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition,"Yi Zhu, Shawn Newsam",http://arxiv.org/pdf/1608.04339v1,No journal ref found,none,cs.CV,Summary21295,1608.04342v1,2016-08-15T17:50:16Z,Intrinsic Light Fields,"Elena Garces, Jose I. Echevarria, Wen Zhang, Hongzhi Wu, Kun Zhou, Diego Gutierrez",http://arxiv.org/pdf/1608.04342v1,No journal ref found,none,cs.CV,Summary21296,1608.04489v1,2016-08-16T05:27:30Z,SenTion: A framework for Sensing Facial Expressions,"Rahul Islam, Karan Ahuja, Sandip Karmakar, Ferdous Barbhuiya",http://arxiv.org/pdf/1608.04489v1,No journal ref found,none,cs.CV,Summary21297,1608.04509v1,2016-08-16T08:02:55Z,Unconstrained Two-parallel-plane Model for Focused Plenoptic Cameras Calibration,"Chunping Zhang, Zhe Ji, Qing Wang",http://arxiv.org/pdf/1608.04509v1,No journal ref found,none,cs.CV,Summary21298,1608.04517v1,2016-08-16T08:31:35Z,Image Restoration using Group Sparse Representation via Weighted Nuclear Norm Minimization,"Zhiyuan Zha, Xinggan Zhang, Xin Liu, Ziheng Zhou, Jingang Shi, Shouren Lan, Yang Chen, Yechao Bai, Qiong Wang, Lan Tang",http://arxiv.org/pdf/1608.04517v1,No journal ref found,none,cs.CV,Summary21299,1608.04642v1,2016-08-16T15:56:11Z,Temporally Consistent Motion Segmentation from RGB-D Video,"Peter Bertholet, Alexandru-Eugen Ichim, Matthias Zwicker",http://arxiv.org/pdf/1608.04642v1,No journal ref found,none,cs.CV,Summary21300,1608.04695v1,2016-08-16T18:23:13Z,Parameterized Principal Component Analysis,"Ajay Gupta, Adrian Barbu",http://arxiv.org/pdf/1608.04695v1,No journal ref found,none,cs.CV,Summary21301,1608.04914v1,2016-08-17T10:02:57Z,Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition,"Zhiwu Huang, Ruiping Wang, Xianqiu Li, Wenxian Liu, Shiguang Shan, Luc Van Gool, Xilin Chen",http://arxiv.org/pdf/1608.04914v1,No journal ref found,none,cs.CV,Summary21302,1608.04959v1,2016-08-17T13:30:06Z,Frame- and Segment-Level Features and Candidate Pool Evaluation for Video Caption Generation,"Rakshith Shetty, Jorma Laaksonen",http://arxiv.org/pdf/1608.04959v1,No journal ref found,none,cs.CV,Summary21303,1608.05045v1,2016-08-17T18:53:50Z,Large Angle based Skeleton Extraction for 3D Animation,"Hugo Martin, Raphael Fernandez, Yong Khoo",http://arxiv.org/pdf/1608.05045v1,No journal ref found,none,cs.CV,Summary21304,1608.05104v1,2016-08-17T21:14:51Z,Scene Labeling Through Knowledge-Based Rules Employing Constrained Integer Linear Programing,"Nasim Souly, Mubarak Shah",http://arxiv.org/pdf/1608.05104v1,No journal ref found,none,cs.CV,Summary21305,1608.05137v1,2016-08-18T00:26:44Z,IM2CAD,"Hamid Izadinia, Qi Shan, Steven M. Seitz",http://arxiv.org/pdf/1608.05137v1,No journal ref found,none,cs.CV,Summary21306,1608.05143v2,2016-08-18T00:53:13Z,A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures,"Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan",http://arxiv.org/pdf/1608.05143v2,No journal ref found,none,cs.CV,Summary21307,1608.05148v1,2016-08-18T01:05:09Z,Full Resolution Image Compression with Recurrent Neural Networks,"George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell",http://arxiv.org/pdf/1608.05148v1,No journal ref found,none,cs.CV,Summary21308,1608.05159v1,2016-08-18T02:37:28Z,Multi-stage Object Detection with Group Recursive Learning,"Jianan Li, Xiaodan Liang, Jianshu Li, Tingfa Xu, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1608.05159v1,No journal ref found,none,cs.CV,Summary21309,1608.05167v1,2016-08-18T04:20:45Z,AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification,"Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang",http://arxiv.org/pdf/1608.05167v1,No journal ref found,none,cs.CV,Summary21310,1608.05177v1,2016-08-18T05:08:16Z,Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection,"Youbao Tang, Xiangqian Wu, Wei Bu",http://arxiv.org/pdf/1608.05177v1,No journal ref found,none,cs.CV,Summary21311,1608.05180v2,2016-08-18T05:19:26Z,A Holistic Approach for Data-Driven Object Cutout,"Huayong Xu, Yangyan Li, Wenzheng Chen, Dani Lischinski, Daniel Cohen-Or, Baoquan Chen",http://arxiv.org/pdf/1608.05180v2,No journal ref found,none,cs.CV,Summary21312,1608.05186v1,2016-08-18T06:00:18Z,Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs,"Youbao Tang, Xiangqian Wu",http://arxiv.org/pdf/1608.05186v1,No journal ref found,none,cs.CV,Summary21313,1608.05203v1,2016-08-18T08:13:22Z,Seeing with Humans: Gaze-Assisted Neural Image Captioning,"Yusuke Sugano, Andreas Bulling",http://arxiv.org/pdf/1608.05203v1,No journal ref found,none,cs.CV,Summary21314,1608.05204v1,2016-08-18T08:19:43Z,Refining Geometry from Depth Sensors using IR Shading Images,"Gyeongmin Choe, Jaesik Park, Yu-Wing Tai, In So Kweon",http://arxiv.org/pdf/1608.05204v1,No journal ref found,none,cs.CV,Summary21315,1608.05209v1,2016-08-18T08:49:13Z,Efficient Multi-Frequency Phase Unwrapping using Kernel Density Estimation,"Felix Järemo Lawin, Per-Erik Forssén, Hannes Ovrén",http://arxiv.org/pdf/1608.05209v1,No journal ref found,none,cs.CV,Summary21316,1608.05246v1,2016-08-18T11:48:26Z,How Image Degradations Affect Deep CNN-based Face Recognition?,"Samil Karahan, Merve Kilinc Yildirim, Kadir Kirtac, Ferhat Sukru Rende, Gultekin Butun, Hazim Kemal Ekenel",http://arxiv.org/pdf/1608.05246v1,No journal ref found,none,cs.CV,Summary21317,1608.05267v1,2016-08-18T14:05:37Z,"Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction","Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Bossaid, Ferdous Sohel",http://arxiv.org/pdf/1608.05267v1,No journal ref found,none,cs.CV,Summary21318,1608.05339v1,2016-08-18T17:22:54Z,Photo Filter Recommendation by Category-Aware Aesthetic Learning,"Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu",http://arxiv.org/pdf/1608.05339v1,No journal ref found,none,cs.CV,Summary21319,1608.05404v1,2016-08-17T13:53:13Z,Multi-Person Tracking by Multicut and Deep Matching,"Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele",http://arxiv.org/pdf/1608.05404v1,No journal ref found,none,cs.CV,Summary21320,1608.05442v1,2016-08-18T22:23:13Z,Semantic Understanding of Scenes through the ADE20K Dataset,"Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba",http://arxiv.org/pdf/1608.05442v1,No journal ref found,none,cs.CV,Summary21321,1608.05461v1,2016-08-19T00:39:57Z,"We Can ""See"" You via Wi-Fi - An Overview and Beyond","Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston Hsu",http://arxiv.org/pdf/1608.05461v1,No journal ref found,none,cs.CV,Summary21322,1608.05477v2,2016-08-19T02:28:50Z,A Recurrent Encoder-Decoder Network for Sequential Face Alignment,"Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas",http://arxiv.org/pdf/1608.05477v2,No journal ref found,none,cs.CV,Summary21323,1608.05518v1,2016-08-19T07:30:33Z,On the Existence of a Projective Reconstruction,Hon-Leung Lee,http://arxiv.org/pdf/1608.05518v1,No journal ref found,none,cs.CV,Summary21324,1608.05562v1,2016-08-19T10:29:50Z,Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields,"Roque Porchetto, Franco Stramana, Nikos Paragios, Enzo Ferrante",http://arxiv.org/pdf/1608.05562v1,No journal ref found,none,cs.CV,Summary21325,1608.05571v1,2016-08-19T11:11:49Z,Learning Spatially Regularized Correlation Filters for Visual Tracking,"Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1608.05571v1,"International Conference on Computer Vision, (ICCV) 2015, pp. 4310-4318. IEEE (2015)",none,cs.CV,Summary21326,1608.05684v1,2016-08-19T18:08:55Z,Detecting Vanishing Points using Global Image Context in a Non-Manhattan World,"Menghua Zhai, Scott Workman, Nathan Jacobs",http://arxiv.org/pdf/1608.05684v1,No journal ref found,none,cs.CV,Summary21327,1608.05842v1,2016-08-20T15:25:31Z,Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness,"Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis",http://arxiv.org/pdf/1608.05842v1,No journal ref found,none,cs.CV,Summary21328,1608.05856v1,2016-08-20T18:18:39Z,Visual Processing by a Unified Schatten-$p$ Norm and $\ell_q$ Norm Regularized Principal Component Pursuit,"Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan",http://arxiv.org/pdf/1608.05856v1,No journal ref found,none,cs.CV,Summary21329,1608.05895v1,2016-08-21T04:39:12Z,VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation,"Hao Chen, Qi Dou, Lequan Yu, Pheng-Ann Heng",http://arxiv.org/pdf/1608.05895v1,No journal ref found,none,cs.CV,Summary21330,1608.05971v2,2016-08-21T17:34:08Z,STFCN: Spatio-Temporal FCN for Semantic Video Segmentation,"Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy, Reinhard Klette, Fay Huang",http://arxiv.org/pdf/1608.05971v2,No journal ref found,none,cs.CV,Summary21331,1608.06019v1,2016-08-22T00:12:27Z,Domain Separation Networks,"Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman, Dilip Krishnan, Dumitru Erhan",http://arxiv.org/pdf/1608.06019v1,No journal ref found,none,cs.CV,Summary21332,1608.06148v2,2016-08-22T12:42:46Z,Multiple objects tracking in surveillance video using color and Hu moments,"Chandrajit M, Girisha R, Vasudev T",http://arxiv.org/pdf/1608.06148v2,No journal ref found,none,cs.CV,Summary21333,1608.06192v1,2016-08-22T15:24:25Z,Efficient Continuous Relaxations for Dense CRF,"Alban Desmaison, Rudy Bunel, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar",http://arxiv.org/pdf/1608.06192v1,No journal ref found,none,cs.CV,Summary21334,1608.06197v1,2016-08-22T15:43:29Z,CrowdNet: A Deep Convolutional Network for Dense Crowd Counting,"Lokesh Boominathan, Srinivas S S Kruthiventi, R. Venkatesh Babu",http://arxiv.org/pdf/1608.06197v1,No journal ref found,none,cs.CV,Summary21335,1608.06338v2,2016-08-22T23:44:34Z,Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks,"Pichao Wang, Wanqing Li, Song Liu, Yuyao Zhang, Zhimin Gao, Philip Ogunbona",http://arxiv.org/pdf/1608.06338v2,No journal ref found,none,cs.CV,Summary21336,1608.06434v1,2016-08-23T09:32:47Z,Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation,"Mu Li, Wangmeng Zuo, David Zhang",http://arxiv.org/pdf/1608.06434v1,No journal ref found,none,cs.CV,Summary21337,1608.06451v1,2016-08-23T10:28:41Z,Failure Detection for Facial Landmark Detectors,"Andreas Steger, Radu Timofte, Luc Van Gool",http://arxiv.org/pdf/1608.06451v1,No journal ref found,none,cs.CV,Summary21338,1608.06495v1,2016-08-23T13:08:30Z,Searching Action Proposals via Spatial Actionness Estimation and Temporal Path Inference and Tracking,"Nannan Li, Dan Xu, Zhenqiang Ying, Zhihao Li, Ge Li",http://arxiv.org/pdf/1608.06495v1,No journal ref found,none,cs.CV,Summary21339,1608.06521v2,2016-08-23T14:27:14Z,Does V-NIR based Image Enhancement Come with Better Features?,"Vivek Sharma, Luc Van Gool",http://arxiv.org/pdf/1608.06521v2,No journal ref found,none,cs.CV,Summary21340,1608.06557v1,2016-08-23T15:56:08Z,Neural Networks with Smooth Adaptive Activation Functions for Regression,"Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, Joel H. Saltz",http://arxiv.org/pdf/1608.06557v1,No journal ref found,none,cs.CV,Summary21341,1608.06558v1,2016-08-23T15:58:29Z,A Non-Local Conventional Approach for Noise Removal in 3D MRI,"Sona Morajab, Mehregan Mahdavi",http://arxiv.org/pdf/1608.06558v1,No journal ref found,none,cs.CV,Summary21342,1608.06669v2,2016-08-23T23:40:14Z,On Clustering and Embedding Manifolds using a Low Rank Neighborhood Approach,"Arun M. Saranathan, Mario Parente",http://arxiv.org/pdf/1608.06669v2,No journal ref found,none,cs.CV,Summary21343,1608.06709v1,2016-08-24T04:36:55Z,Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features,"Toru Tamaki, Shoji Sonoyama, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka",http://arxiv.org/pdf/1608.06709v1,No journal ref found,none,cs.CV,Summary21344,1608.06713v1,2016-08-24T04:51:53Z,Transfer Learning for Endoscopic Image Classification,"Shoji Sonoyama, Toru Tamaki, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka",http://arxiv.org/pdf/1608.06713v1,No journal ref found,none,cs.CV,Summary21345,1608.06716v1,2016-08-24T05:19:52Z,A Novel Approach for Shot Boundary Detection in Videos,"D. S. Guru, Mahamad Suhil, P. Lolika",http://arxiv.org/pdf/1608.06716v1,"ICMCCA, Springer LNEE 213, pp. 209-220, Springer India (2013)",none,cs.CV,Summary21346,1608.06761v1,2016-08-24T09:23:14Z,A Study of Vision based Human Motion Recognition and Analysis,"Geetanjali Vinayak Kale, Varsha Hemant Patil",http://arxiv.org/pdf/1608.06761v1,No journal ref found,none,cs.CV,Summary21347,1608.06800v1,2016-08-24T12:57:34Z,In the Saddle: Chasing Fast and Repeatable Features,"Javier Aldana-Iuit, Dmytro Mishkin, Ondrej Chum, Jiri Matas",http://arxiv.org/pdf/1608.06800v1,No journal ref found,none,cs.CV,Summary21348,1608.06891v1,2016-08-24T16:37:03Z,Pose Estimation from Line Correspondences using Direct Linear Transformation,"Bronislav Přibyl, Pavel Zemčík, Martin Čadík",http://arxiv.org/pdf/1608.06891v1,No journal ref found,none,cs.CV,Summary21349,1608.06985v1,2016-08-24T23:30:22Z,A 4D Light-Field Dataset and CNN Architectures for Material Recognition,"Ting-Chun Wang, Jun-Yan Zhu, Ebi Hiroaki, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi",http://arxiv.org/pdf/1608.06985v1,No journal ref found,none,cs.CV,Summary21350,1608.07017v2,2016-08-25T04:50:16Z,Ambient Sound Provides Supervision for Visual Learning,"Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba",http://arxiv.org/pdf/1608.07017v2,No journal ref found,none,cs.CV,Summary21351,1608.07138v1,2016-08-25T13:37:15Z,Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition,"César Roberto de Souza, Adrien Gaidon, Eleonora Vig, Antonio Manuel López",http://arxiv.org/pdf/1608.07138v1,No journal ref found,none,cs.CV,Summary21352,1608.07242v1,2016-08-25T18:29:53Z,Modeling and Propagating CNNs in a Tree Structure for Visual Tracking,"Hyeonseob Nam, Mooyeol Baek, Bohyung Han",http://arxiv.org/pdf/1608.07242v1,No journal ref found,none,cs.CV,Summary21353,1608.07338v1,2016-08-25T23:33:23Z,Fast Trajectory Simplification Algorithm for Natural User Interfaces in Robot Programming by Demonstration,"Daniel L. Marino, Milos Manic",http://arxiv.org/pdf/1608.07338v1,No journal ref found,none,cs.CV,Summary21354,1608.07365v1,2016-08-26T05:08:24Z,Scalable Compression of Deep Neural Networks,"Xing Wang, Jie Liang",http://arxiv.org/pdf/1608.07365v1,No journal ref found,none,cs.CV,Summary21355,1608.07411v1,2016-08-26T10:01:51Z,An Octree-Based Approach towards Efficient Variational Range Data Fusion,"Wadim Kehl, Tobias Holl, Federico Tombari, Slobodan Ilic, Nassir Navab",http://arxiv.org/pdf/1608.07411v1,No journal ref found,none,cs.CV,Summary21356,1608.07433v3,2016-08-26T12:16:09Z,Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator,"Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet",http://arxiv.org/pdf/1608.07433v3,No journal ref found,none,cs.CV,Summary21357,1608.07444v1,2016-08-26T12:53:56Z,"Who Leads the Clothing Fashion: Style, Color, or Texture? A Computational Study","Qin Zou, Zheng Zhang, Qian Wang, Qingquan Li, Long Chen, Song Wang",http://arxiv.org/pdf/1608.07444v1,No journal ref found,none,cs.CV,Summary21358,1608.07454v1,2016-08-26T13:40:08Z,Fine Hand Segmentation using Convolutional Neural Networks,"Tadej Vodopivec, Vincent Lepetit, Peter Peer",http://arxiv.org/pdf/1608.07454v1,No journal ref found,none,cs.CV,Summary21359,1608.07616v1,2016-08-26T21:53:30Z,Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields,"Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian Theis, Tingying Peng",http://arxiv.org/pdf/1608.07616v1,No journal ref found,none,cs.CV,Summary21360,1608.07664v1,2016-08-27T06:30:34Z,Spatio-temporal Aware Non-negative Component Representation for Action Recognition,"Jianhong Wang, Tian Lan, Xu Zhang, Limin Luo",http://arxiv.org/pdf/1608.07664v1,No journal ref found,none,cs.CV,Summary21361,1608.07706v3,2016-08-27T13:19:23Z,Multi-Path Feedback Recurrent Neural Network for Scene Parsing,"Xiaojie Jin, Yunpeng Chen, Jiashi Feng, Zequn Jie, Shuicheng Yan",http://arxiv.org/pdf/1608.07706v3,No journal ref found,none,cs.CV,Summary21362,1608.07711v1,2016-08-27T13:39:04Z,3D Object Proposals using Stereo Imagery for Accurate Object Class Detection,"Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1608.07711v1,No journal ref found,none,cs.CV,Summary21363,1608.07724v1,2016-08-27T16:33:48Z,Learning Temporal Transformations From Time-Lapse Videos,"Yipin Zhou, Tamara L. Berg",http://arxiv.org/pdf/1608.07724v1,No journal ref found,none,cs.CV,Summary21364,1608.07807v1,2016-08-28T13:07:16Z,Cast and Self Shadow Segmentation in Video Sequences using Interval based Eigen Value Representation,"Chandrajit M, Girisha R, Vasudev T, Ashok C B",http://arxiv.org/pdf/1608.07807v1,"International Journal of Computer Applications 142(4):27-32, May 2016",none,cs.CV,Summary21365,1608.07813v1,2016-08-28T14:11:02Z,Total variation reconstruction for compressive sensing using nonlocal Lagrangian multiplier,"Trinh Van Chien, Khanh Quoc Dinh, Viet Anh Nguyen, Byeungwoo Jeon",http://arxiv.org/pdf/1608.07813v1,No journal ref found,none,cs.CV,Summary21366,1608.07897v2,2016-08-29T02:48:32Z,Using k-nearest neighbors to construct cancelable minutiae templates,Qinghai Gao,http://arxiv.org/pdf/1608.07897v2,No journal ref found,none,cs.CV,Summary21367,1608.07951v1,2016-08-29T08:41:55Z,Approaching the Computational Color Constancy as a Classification Problem through Deep Learning,"Seoung Wug Oh, Seon Joo Kim",http://arxiv.org/pdf/1608.07951v1,"Pattern Recognition, Volume 61, January 2017, Pages 405 to 416",none,cs.CV,Summary21368,1608.07973v3,2016-08-29T09:57:47Z,Linking Image and Text with 2-Way Nets,"Aviv Eisenschtat, Lior Wolf",http://arxiv.org/pdf/1608.07973v3,No journal ref found,none,cs.CV,Summary21369,1608.07997v1,2016-08-29T11:09:18Z,Correspondence Insertion for As-Projective-As-Possible Image Stitching,"William X. Liu, Tat-Jun Chin",http://arxiv.org/pdf/1608.07997v1,No journal ref found,none,cs.CV,Summary21370,1608.08021v3,2016-08-29T12:32:00Z,PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection,"Kye-Hyeon Kim, Sanghoon Hong, Byungseok Roh, Yeongjae Cheon, Minje Park",http://arxiv.org/pdf/1608.08021v3,No journal ref found,none,cs.CV,Summary21371,1608.08029v1,2016-08-29T12:43:43Z,Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection,"Xiang Wang, Huimin Ma, Shaodi You, Xiaozhi Chen",http://arxiv.org/pdf/1608.08029v1,No journal ref found,none,cs.CV,Summary21372,1608.08049v2,2016-08-29T13:57:58Z,Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration,"Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny",http://arxiv.org/pdf/1608.08049v2,No journal ref found,none,cs.CV,Summary21373,1608.08128v3,2016-08-29T16:14:52Z,Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks,"Alberto Montes, Amaia Salvador, Santiago Pascual, Xavier Giro-i-Nieto",http://arxiv.org/pdf/1608.08128v3,No journal ref found,none,cs.CV,Summary21374,1608.08149v1,2016-08-29T17:10:26Z,ORBSLAM-based Endoscope Tracking and 3D Reconstruction,"Nader Mahmoud, Iñigo Cirauqui, Alexandre Hostettler, Christophe Doignon, Luc Soler, Jacques Marescaux, J. M. M. Montiel",http://arxiv.org/pdf/1608.08149v1,No journal ref found,none,cs.CV,Summary21375,1608.08171v2,2016-08-29T18:33:23Z,Tracking Completion,"Yao Sui, Guanghui Wang, Yafei Tang, Li Zhang",http://arxiv.org/pdf/1608.08171v2,No journal ref found,none,cs.CV,Summary21376,1608.08173v2,2016-08-29T18:36:36Z,Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning,"Yao Sui, Ziming Zhang, Guanghui Wang, Yafei Tang, Li Zhang",http://arxiv.org/pdf/1608.08173v2,No journal ref found,none,cs.CV,Summary21377,1608.08242v1,2016-08-29T20:48:15Z,Temporal Convolutional Networks: A Unified Approach to Action Segmentation,"Colin Lea, Rene Vidal, Austin Reiter, Gregory D. Hager",http://arxiv.org/pdf/1608.08242v1,No journal ref found,none,cs.CV,Summary21378,1608.08251v1,2016-08-29T21:12:49Z,"Construction of Convex Sets on Quadrilateral Ordered Tiles or Graphs with Propagation Neighborhood Operations. Dales, Concavity Structures. Application to Gray Image Analysis of Human-Readable Shapes",Igor Polkovnikov,http://arxiv.org/pdf/1608.08251v1,No journal ref found,none,cs.CV,Summary21379,1608.08305v1,2016-08-30T02:27:41Z,Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions,"Ronghang Hu, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell",http://arxiv.org/pdf/1608.08305v1,No journal ref found,none,cs.CV,Summary21380,1608.08334v2,2016-08-30T05:42:07Z,Egocentric Meets Top-view,"Shervin Ardeshir, Ali Borji",http://arxiv.org/pdf/1608.08334v2,No journal ref found,none,cs.CV,Summary21381,1608.08336v2,2016-08-30T05:57:31Z,Low-rank Multi-view Clustering in Third-Order Tensor Space,"Ming Yin, Junbin Gao, Shengli Xie, Yi Guo",http://arxiv.org/pdf/1608.08336v2,No journal ref found,none,cs.CV,Summary21382,1608.08434v1,2016-08-30T13:07:05Z,Multi-Class Multi-Object Tracking using Changing Point Detection,"Byungjae Lee, Enkhbayar Erdenee, Songguo Jin, Phill Kyu Rhee",http://arxiv.org/pdf/1608.08434v1,No journal ref found,none,cs.CV,Summary21383,1608.08471v1,2016-08-30T14:21:55Z,New Methods to Improve Large-Scale Microscopy Image Analysis with Prior Knowledge and Uncertainty,Johannes Stegmaier,http://arxiv.org/pdf/1608.08471v1,No journal ref found,none,cs.CV,Summary21384,1608.08526v2,2016-08-30T16:00:42Z,Multi-Person Pose Estimation with Local Joint-to-Person Associations,"Umar Iqbal, Juergen Gall",http://arxiv.org/pdf/1608.08526v2,No journal ref found,none,cs.CV,Summary21385,1608.08596v2,2016-08-28T09:11:22Z,A statistical model of tristimulus measurements within and between OLED displays,"Matti Raitoharju, Samu Kallio, Matti Pellikka",http://arxiv.org/pdf/1608.08596v2,No journal ref found,none,cs.CV,Summary21386,1608.08792v1,2016-08-31T09:49:56Z,CliqueCNN: Deep Unsupervised Exemplar Learning,"Miguel A. Bautista, Artsiom Sanakoyeu, Ekaterina Sutter, Björn Ommer",http://arxiv.org/pdf/1608.08792v1,No journal ref found,none,cs.CV,Summary21387,1608.08851v2,2016-08-31T13:52:54Z,Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification,"Ali Diba, Ali Mohammad Pazandeh, Luc Van Gool",http://arxiv.org/pdf/1608.08851v2,No journal ref found,none,cs.CV,Summary21388,1608.08878v1,2016-08-31T14:24:15Z,Facial Surface Analysis using Iso-Geodesic Curves in Three Dimensional Face Recognition System,"Rachid Ahdid, El Mahdi Barrah, Said Safi, Bouzid Manaut",http://arxiv.org/pdf/1608.08878v1,No journal ref found,none,cs.CV,Summary21389,1608.09005v1,2016-08-31T19:28:49Z,Measuring the Quality of Exercises,"Paritosh Parmar, Brendan Tran Morris",http://arxiv.org/pdf/1608.09005v1,No journal ref found,none,cs.CV,Summary21390,1609.00072v1,2016-09-01T00:43:11Z,Attentional Push: Augmenting Salience with Shared Attention Modeling,"Siavash Gorji, James J. Clark",http://arxiv.org/pdf/1609.00072v1,No journal ref found,none,cs.CV,Summary21391,1609.00096v1,2016-09-01T03:19:43Z,Image segmentation based on histogram of depth and an application in driver distraction detection,"Tran Hiep Dinh, Minh Trien Pham, Manh Duong Phung, Duc Manh Nguyen, Van Manh Hoang, Quang Vinh Tran",http://arxiv.org/pdf/1609.00096v1,No journal ref found,none,cs.CV,Summary21392,1609.00129v1,2016-09-01T07:15:13Z,Grid Loss: Detecting Occluded Faces,"Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger, Horst Bischof",http://arxiv.org/pdf/1609.00129v1,No journal ref found,none,cs.CV,Summary21393,1609.00153v2,2016-09-01T09:15:41Z,Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition,"Zhe Wang, Limin Wang, Yali Wang, Bowen Zhang, Yu Qiao",http://arxiv.org/pdf/1609.00153v2,No journal ref found,none,cs.CV,Summary21394,1609.00162v1,2016-09-01T09:47:22Z,Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images,"Limin Wang, Zhe Wang, Yu Qiao, Luc Van Gool",http://arxiv.org/pdf/1609.00162v1,No journal ref found,none,cs.CV,Summary21395,1609.00221v1,2016-09-01T13:08:39Z,Segmentation Free Object Discovery in Video,"Giovanni Cuffaro, Federico Becattini, Claudio Baecchi, Lorenzo Seidenari, Alberto Del Bimbo",http://arxiv.org/pdf/1609.00221v1,No journal ref found,none,cs.CV,Summary21396,1609.00344v1,2016-09-01T18:47:05Z,Deep Learning Human Mind for Automated Visual Classification,"Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Mubarak Shah, Nasim Souly",http://arxiv.org/pdf/1609.00344v1,No journal ref found,none,cs.CV,Summary21397,1609.00361v2,2016-09-01T19:39:08Z,Autonomous driving challenge: To Infer the property of a dynamic object based on its motion pattern using recurrent neural network,"Mona Fathollahi, Rangachar Kasturi",http://arxiv.org/pdf/1609.00361v2,No journal ref found,none,cs.CV,Summary21398,1609.00446v1,2016-09-02T01:49:51Z,Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation,"Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Stephen Gould, Jose M. Alvarez",http://arxiv.org/pdf/1609.00446v1,No journal ref found,none,cs.CV,Summary21399,1609.00496v2,2016-09-02T08:08:39Z,Label distribution based facial attractiveness computation by deep residual learning,"Shu Liu, Bo Li, Yangyu Fan, Zhe Guo, Ashok Samal",http://arxiv.org/pdf/1609.00496v2,No journal ref found,none,cs.CV,Summary21400,1609.00817v1,2016-09-03T11:19:39Z,Stochastic Learning of Multi-Instance Dictionary for Earth Movers Distance based Histogram Comparison,"Jihong Fan, Ru-Ze Liang",http://arxiv.org/pdf/1609.00817v1,No journal ref found,none,cs.CV,Summary21401,1609.00836v2,2016-09-03T15:19:21Z,"Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles","Wei-Chen Chiu, Fabio Galasso, Mario Fritz",http://arxiv.org/pdf/1609.00836v2,No journal ref found,none,cs.CV,Summary21402,1609.00866v1,2016-09-03T21:31:45Z,Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes,"Mohammad Sabokrou, Mohsen Fayyaz, Mahmood Fathy, Reinhard klette",http://arxiv.org/pdf/1609.00866v1,No journal ref found,none,cs.CV,Summary21403,1609.00967v1,2016-09-04T17:51:27Z,Vanishing point detection with convolutional neural networks,Ali Borji,http://arxiv.org/pdf/1609.00967v1,No journal ref found,none,cs.CV,Summary21404,1609.01006v2,2016-09-05T00:33:26Z,Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation,"Jianxu Chen, Lin Yang, Yizhe Zhang, Mark Alber, Danny Z. Chen",http://arxiv.org/pdf/1609.01006v2,No journal ref found,none,cs.CV,Summary21405,1609.01064v1,2016-09-05T08:48:01Z,A Deep Multi-Level Network for Saliency Prediction,"Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara",http://arxiv.org/pdf/1609.01064v1,No journal ref found,none,cs.CV,Summary21406,1609.01103v1,2016-09-05T11:20:30Z,Deep Retinal Image Understanding,"Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool",http://arxiv.org/pdf/1609.01103v1,No journal ref found,none,cs.CV,Summary21407,1609.01228v1,2016-09-05T17:31:15Z,Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes,"Afonso Menegola, Michel Fornaciali, Ramon Pires, Sandra Avila, Eduardo Valle",http://arxiv.org/pdf/1609.01228v1,No journal ref found,none,cs.CV,Summary21408,1609.01326v1,2016-09-05T21:09:33Z,UnrealCV: Connecting Computer Vision to Unreal Engine,"Weichao Qiu, Alan Yuille",http://arxiv.org/pdf/1609.01326v1,No journal ref found,none,cs.CV,Summary21409,1609.01329v2,2016-09-05T21:12:34Z,Depth Reconstruction and Computer-Aided Polyp Detection in Optical Colonoscopy Video Frames,"Saad Nadeem, Arie Kaufman",http://arxiv.org/pdf/1609.01329v2,No journal ref found,none,cs.CV,Summary21410,1609.01344v1,2016-09-05T22:24:08Z,Vision-based Engagement Detection in Virtual Reality,"Ghassem Tofighi, Kaamraan Raahemifar, Maria Frank, Haisong Gu",http://arxiv.org/pdf/1609.01344v1,No journal ref found,none,cs.CV,Summary21411,1609.01345v1,2016-09-05T22:28:49Z,Efficient Volumetric Fusion of Airborne and Street-Side Data for Urban Reconstruction,"András Bódis-Szomorú, Hayko Riemenschneider, Luc Van Gool",http://arxiv.org/pdf/1609.01345v1,No journal ref found,none,cs.CV,Summary21412,1609.01366v1,2016-09-06T01:35:13Z,Object Specific Deep Learning Feature and Its Application to Face Detection,"Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu",http://arxiv.org/pdf/1609.01366v1,No journal ref found,none,cs.CV,Summary21413,1609.01371v2,2016-09-06T02:10:21Z,Reconstructing Articulated Rigged Models from RGB-D Videos,"Dimitrios Tzionas, Juergen Gall",http://arxiv.org/pdf/1609.01371v2,No journal ref found,none,cs.CV,Summary21414,1609.01380v1,2016-09-06T03:43:32Z,An Adaptive Parameter Estimation for Guided Filter based Image Deconvolution,"Hang Yang, Zhongbo Zhang, Yujing Guan",http://arxiv.org/pdf/1609.01380v1,No journal ref found,none,cs.CV,Summary21415,1609.01414v1,2016-09-06T07:29:56Z,Features Fusion for Classification of Logos,"N. Vinay Kumar, Pratheek, V. Vijaya Kantha, K. N. Govindaraju, D. S. Guru",http://arxiv.org/pdf/1609.01414v1,"Procedia Computer Science, Volume 85, 2016, Pages 370-379",none,cs.CV,Summary21416,1609.01465v1,2016-09-06T10:00:26Z,Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation,"Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic",http://arxiv.org/pdf/1609.01465v1,No journal ref found,none,cs.CV,Summary21417,1609.01466v2,2016-09-06T10:00:46Z,Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization,"Georgios Evangelidis, Radu Horaud",http://arxiv.org/pdf/1609.01466v2,No journal ref found,none,cs.CV,Summary21418,1609.01524v1,2016-09-06T12:54:04Z,Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution,"Cosmin Bercea, Andreas Maier, Thomas Köhler",http://arxiv.org/pdf/1609.01524v1,2016 IEEE International Conference on Image Processing (ICIP),none,cs.CV,Summary21419,1609.01571v1,2016-09-06T14:24:36Z,Best-Buddies Similarity - Robust Template Matching using Mutual Nearest Neighbors,"Shaul Oron, Tali Dekel, Tianfan Xue, William T. Freeman, Shai Avidan",http://arxiv.org/pdf/1609.01571v1,No journal ref found,none,cs.CV,Summary21420,1609.01648v1,2016-09-06T16:39:37Z,Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015,"Luca Ghiani, David A. Yambay, Valerio Mura, Gian Luca Marcialis, Fabio Roli, Stephanie A. Schuckers",http://arxiv.org/pdf/1609.01648v1,No journal ref found,none,cs.CV,Summary21421,1609.01670v2,2016-09-06T17:50:23Z,Improving Color Constancy by Discounting the Variation of Camera Spectral Sensitivity,"Shao-Bing Gao, Ming Zhang, Chao-Yi Li, Yong-Jie Li",http://arxiv.org/pdf/1609.01670v2,No journal ref found,none,cs.CV,Summary21422,1609.01693v2,2016-09-06T18:47:40Z,Making a Case for Learning Motion Representations with Phase,"S. L. Pintea, J. C. van Gemert",http://arxiv.org/pdf/1609.01693v2,No journal ref found,none,cs.CV,Summary21423,1609.01743v1,2016-09-06T20:25:30Z,Human pose estimation via Convolutional Part Heatmap Regression,"Adrian Bulat, Georgios Tzimiropoulos",http://arxiv.org/pdf/1609.01743v1,No journal ref found,none,cs.CV,Summary21424,1609.01775v2,2016-09-06T21:58:25Z,"Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking","Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi",http://arxiv.org/pdf/1609.01775v2,No journal ref found,none,cs.CV,Summary21425,1609.01805v1,2016-09-07T02:12:30Z,A Boosting Method to Face Image Super-resolution,"Shanjun Mao, Da Zhou, Yiping Zhang, Zhihong Zhang",http://arxiv.org/pdf/1609.01805v1,No journal ref found,none,cs.CV,Summary21426,1609.01828v1,2016-09-06T06:53:05Z,Delaunay Triangulation on Skeleton of Flowers for Classification,"Y H Sharath Kumar, N Vinay Kumar, D S Guru",http://arxiv.org/pdf/1609.01828v1,"Procedia Computer Science, Volume 45, 2015, Pages 226-235",none,cs.CV,Summary21427,1609.01829v1,2016-09-06T11:19:41Z,Animal Classification System: A Block Based Approach,"Y H Sharath Kumar, Manohar N, H K Chethan",http://arxiv.org/pdf/1609.01829v1,"Procedia Computer Science, Volume 45, 2015, Pages 336-343",none,cs.CV,Summary21428,1609.01839v1,2016-09-07T05:16:35Z,Guided Filter based Edge-preserving Image Non-blind Deconvolution,"Hang Yang, Ming Zhu, Zhongbo Zhang, Heyan Huang",http://arxiv.org/pdf/1609.01839v1,"The 20th IEEE International Conference on Image Processing (ICIP),2013,4593--4596",none,cs.CV,Summary21429,1609.01859v1,2016-09-07T07:22:09Z,Automatic Visual Theme Discovery from Joint Image and Text Corpora,"Ke Sun, Xianxu Hou, Qian Zhang, Guoping Qiu",http://arxiv.org/pdf/1609.01859v1,No journal ref found,none,cs.CV,Summary21430,1609.01882v2,2016-09-07T08:45:19Z,Polysemous codes,"Matthijs Douze, Hervé Jégou, Florent Perronnin",http://arxiv.org/pdf/1609.01882v2,No journal ref found,none,cs.CV,Summary21431,1609.01915v1,2016-09-07T10:09:06Z,Polyp Detection and Segmentation from Video Capsule Endoscopy: A Review,V. B. Surya Prasath,http://arxiv.org/pdf/1609.01915v1,"Journal of Imaging, 3(1), 1, 2017",none,cs.CV,Summary21432,1609.01932v1,2016-09-07T10:59:19Z,A three-dimensional approach to Visual Speech Recognition using Discrete Cosine Transforms,"Toni Heidenreich, Michael W. Spratling",http://arxiv.org/pdf/1609.01932v1,No journal ref found,none,cs.CV,Summary21433,1609.01958v1,2016-09-07T12:27:11Z,Object Tracking via Dynamic Feature Selection Processes,"Giorgio Roffo, Simone Melzi",http://arxiv.org/pdf/1609.01958v1,No journal ref found,none,cs.CV,Summary21434,1609.02001v2,2016-09-07T14:40:08Z,Dense Motion Estimation for Smoke,"Da Chen, Wenbin Li, Peter Hall",http://arxiv.org/pdf/1609.02001v2,No journal ref found,none,cs.CV,Summary21435,1609.02077v1,2016-09-07T17:13:16Z,Visual Saliency Detection Based on Multiscale Deep CNN Features,"Guanbin Li, Yizhou Yu",http://arxiv.org/pdf/1609.02077v1,No journal ref found,none,cs.CV,Summary21436,1609.02087v2,2016-09-07T17:35:17Z,Clearing the Skies: A deep network architecture for single-image rain removal,"Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John Paisley",http://arxiv.org/pdf/1609.02087v2,No journal ref found,none,cs.CV,Summary21437,1609.02135v1,2016-09-07T19:56:44Z,Optimizing Codes for Source Separation in Compressed Video Recovery and Color Image Demosaicing,"Alankar Kotwal, Ajit Rajwade",http://arxiv.org/pdf/1609.02135v1,No journal ref found,none,cs.CV,Summary21438,1609.02214v1,2016-09-07T22:58:21Z,Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance,"Jinming Duan, Christopher Tench, Irene Gottlob, Frank Proudlock, Li Bai",http://arxiv.org/pdf/1609.02214v1,No journal ref found,none,cs.CV,Summary21439,1609.02284v1,2016-09-08T05:53:31Z,Learning Action Concept Trees and Semantic Alignment Networks from Image-Description Data,"Jiyang Gao, Ram Nevatia",http://arxiv.org/pdf/1609.02284v1,No journal ref found,none,cs.CV,Summary21440,1609.02356v2,2016-09-08T09:45:14Z,Adaptive Regularization in Convex Composite Optimization for Variational Imaging Problems,"Byung-Woo Hong, Ja-Keoung Koo, Hendrik Dirks, Martin Burger",http://arxiv.org/pdf/1609.02356v2,No journal ref found,none,cs.CV,Summary21441,1609.02368v1,2016-09-08T10:24:44Z,Ear-to-ear Capture of Facial Intrinsics,"Alassane Seck, William A. P. Smith, Arnaud Dessein, Bernard Tiddeman, Hannah Dee, Abhishek Dutta",http://arxiv.org/pdf/1609.02368v1,No journal ref found,none,cs.CV,Summary21442,1609.02374v1,2016-09-08T11:05:27Z,Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning,"Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian",http://arxiv.org/pdf/1609.02374v1,No journal ref found,none,cs.CV,Summary21443,1609.02452v1,2016-09-08T14:58:15Z,End-to-End Eye Movement Detection Using Convolutional Neural Networks,"Sabrina Hoppe, Andreas Bulling",http://arxiv.org/pdf/1609.02452v1,No journal ref found,none,cs.CV,Summary21444,1609.02469v1,2016-09-08T15:39:48Z,Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks,"Joseph Antony, Kevin McGuinness, Noel E O Connor, Kieran Moran",http://arxiv.org/pdf/1609.02469v1,No journal ref found,none,cs.CV,Summary21445,1609.02500v1,2016-09-08T17:16:38Z,Reduced Memory Region Based Deep Convolutional Neural Network Detection,"Denis Tome, Luca Bondi, Emanuele Plebani, Luca Baroffio, Danilo Pau, Stefano Tubaro",http://arxiv.org/pdf/1609.02500v1,No journal ref found,none,cs.CV,Summary21446,1609.02583v1,2016-09-08T20:37:39Z,Bottom-up Instance Segmentation using Deep Higher-Order CRFs,"Anurag Arnab, Philip H. S. Torr",http://arxiv.org/pdf/1609.02583v1,No journal ref found,none,cs.CV,Summary21447,1609.02638v2,2016-09-09T02:00:20Z,Robust Structure from Motion in the Presence of Outliers and Missing Data,Guanghui Wang,http://arxiv.org/pdf/1609.02638v2,No journal ref found,none,cs.CV,Summary21448,1609.02744v1,2016-09-09T11:13:58Z,An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI,"Joseph Antony, Kevin McGuinness, Neil Welch, Joe Coyle, Andy Franklyn-Miller, Noel E. OConnor, Kieran Moran",http://arxiv.org/pdf/1609.02744v1,"IRBM 37(1), 11-22 (2016)",none,cs.CV,Summary21449,1609.02770v2,2016-09-09T12:49:22Z,Image and Video Mining through Online Learning,"Andrew Gilbert, Richard Bowden",http://arxiv.org/pdf/1609.02770v2,No journal ref found,none,cs.CV,Summary21450,1609.02781v1,2016-09-09T13:19:41Z,An empirical study on the effects of different types of noise in image classification tasks,"Gabriel B. Paranhos da Costa, Welinton A. Contato, Tiago S. Nazare, João E. S. Batista Neto, Moacir Ponti",http://arxiv.org/pdf/1609.02781v1,No journal ref found,none,cs.CV,Summary21451,1609.02805v1,2016-09-09T14:14:52Z,Automated detection of smuggled high-risk security threats using Deep Learning,"Nicolas Jaccard, Thomas W. Rogers, Edward J. Morton, Lewis D. Griffin",http://arxiv.org/pdf/1609.02805v1,No journal ref found,none,cs.CV,Summary21452,1609.02825v1,2016-09-09T15:02:08Z,Track Facial Points in Unconstrained Videos,"Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas",http://arxiv.org/pdf/1609.02825v1,No journal ref found,none,cs.CV,Summary21453,1609.02932v1,2016-09-09T20:20:39Z,Image Denoising Via Collaborative Support-Agnostic Recovery,"Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri",http://arxiv.org/pdf/1609.02932v1,No journal ref found,none,cs.CV,Summary21454,1609.02948v1,2016-09-09T21:30:14Z,The Role of Context Selection in Object Detection,"Ruichi Yu, Xi Chen, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1609.02948v1,No journal ref found,none,cs.CV,Summary21455,1609.03024v1,2016-09-10T10:18:30Z,Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising,"Keting Zhang, Liqing Zhang",http://arxiv.org/pdf/1609.03024v1,No journal ref found,none,cs.CV,Summary21456,1609.03056v2,2016-09-10T14:24:38Z,Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN,"Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang",http://arxiv.org/pdf/1609.03056v2,No journal ref found,none,cs.CV,Summary21457,1609.03057v3,2016-09-10T14:26:48Z,Style-Transfer via Texture-Synthesis,"Michael Elad, Peyman Milanfar",http://arxiv.org/pdf/1609.03057v3,No journal ref found,none,cs.CV,Summary21458,1609.03093v2,2016-09-10T21:51:54Z,Using Spatial Pooler of Hierarchical Temporal Memory to classify noisy videos with predefined complexity,"Maciej Wielgosz, Marcin Pietroń",http://arxiv.org/pdf/1609.03093v2,No journal ref found,none,cs.CV,Summary21459,1609.03140v1,2016-09-11T09:52:56Z,Learning Semantic Part-Based Models from Google Images,"Davide Modolo, Vittorio Ferrari",http://arxiv.org/pdf/1609.03140v1,No journal ref found,none,cs.CV,Summary21460,1609.03277v1,2016-09-12T06:05:55Z,Segmentation and Classification of Skin Lesions for Disease Diagnosis,"Sumithra R, Mahamad Suhil, D. S. Guru",http://arxiv.org/pdf/1609.03277v1,No journal ref found,none,cs.CV,Summary21461,1609.03279v1,2016-09-12T06:45:15Z,Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples,"Yuan Gao, Jiayi Ma, Alan L. Yuille",http://arxiv.org/pdf/1609.03279v1,No journal ref found,none,cs.CV,Summary21462,1609.03302v5,2016-09-12T08:34:59Z,Image denoising via group sparsity residual constraint,"Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang",http://arxiv.org/pdf/1609.03302v5,No journal ref found,none,cs.CV,Summary21463,1609.03396v1,2016-09-12T13:40:13Z,FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition,"Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy",http://arxiv.org/pdf/1609.03396v1,No journal ref found,none,cs.CV,Summary21464,1609.03461v2,2016-09-12T16:11:26Z,MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment,"Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet",http://arxiv.org/pdf/1609.03461v2,No journal ref found,none,cs.CV,Summary21465,1609.03500v1,2016-09-12T17:32:41Z,Hyperspectral Unmixing with Endmember Variability using Partial Membership Latent Dirichlet Allocation,"Sheng Zou, Alina Zare",http://arxiv.org/pdf/1609.03500v1,No journal ref found,none,cs.CV,Summary21466,1609.03532v1,2016-09-12T19:07:04Z,Fully-Trainable Deep Matching,"James Thewlis, Shuai Zheng, Philip H. S. Torr, Andrea Vedaldi",http://arxiv.org/pdf/1609.03532v1,No journal ref found,none,cs.CV,Summary21467,1609.03536v1,2016-09-12T19:13:46Z,A Multi-Scale Cascade Fully Convolutional Network Face Detector,"Zhenheng Yang, Ram Nevatia",http://arxiv.org/pdf/1609.03536v1,No journal ref found,none,cs.CV,Summary21468,1609.03552v2,2016-09-12T19:46:08Z,Generative Visual Manipulation on the Natural Image Manifold,"Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros",http://arxiv.org/pdf/1609.03552v2,No journal ref found,none,cs.CV,Summary21469,1609.03605v1,2016-09-12T21:12:46Z,Detecting Text in Natural Image with Connectionist Text Proposal Network,"Zhi Tian, Weilin Huang, Tong He, Pan He, Yu Qiao",http://arxiv.org/pdf/1609.03605v1,No journal ref found,none,cs.CV,Summary21470,1609.03619v2,2016-09-12T22:20:12Z,Reliable Attribute-Based Object Recognition Using High Predictive Value Classifiers,"Wentao Luan, Yezhou Yang, Cornelia Fermuller, John Baras",http://arxiv.org/pdf/1609.03619v2,No journal ref found,none,cs.CV,Summary21471,1609.03659v2,2016-09-13T02:23:39Z,DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images,"Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Xiang Bai, Alan Yuille",http://arxiv.org/pdf/1609.03659v2,No journal ref found,none,cs.CV,Summary21472,1609.03677v2,2016-09-13T04:48:31Z,Unsupervised Monocular Depth Estimation with Left-Right Consistency,"Clément Godard, Oisin Mac Aodha, Gabriel J. Brostow",http://arxiv.org/pdf/1609.03677v2,No journal ref found,none,cs.CV,Summary21473,1609.03773v1,2016-09-13T11:36:26Z,"Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups","Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng",http://arxiv.org/pdf/1609.03773v1,No journal ref found,none,cs.CV,Summary21474,1609.03795v1,2016-09-13T12:31:29Z,Towards Deep Compositional Networks,"Domen Tabernik, Matej Kristan, Jeremy L. Wyatt, Aleš Leonardis",http://arxiv.org/pdf/1609.03795v1,No journal ref found,none,cs.CV,Summary21475,1609.03815v1,2016-09-13T13:10:50Z,A Unified Gender-Aware Age Estimation,"Qing Tian, Songcan Chen, Xiaoyang Tan",http://arxiv.org/pdf/1609.03815v1,No journal ref found,none,cs.CV,Summary21476,1609.03868v2,2016-09-13T14:42:46Z,Probabilistic Saliency Estimation,"Caglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj",http://arxiv.org/pdf/1609.03868v2,No journal ref found,none,cs.CV,Summary21477,1609.03874v1,2016-09-13T14:48:41Z,Image Decomposition Using a Robust Regression Approach,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1609.03874v1,No journal ref found,none,cs.CV,Summary21478,1609.03892v1,2016-09-13T15:13:55Z,VIPLFaceNet: An Open Source Deep Face Recognition SDK,"Xin Liu, Meina Kan, Wanglong Wu, Shiguang Shan, Xilin Chen",http://arxiv.org/pdf/1609.03892v1,No journal ref found,none,cs.CV,Summary21479,1609.03986v2,2016-09-13T19:24:02Z,The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better,"Christopher Parker, Matthew Daiter, Kareem Omar, Gil Levi, Tal Hassner",http://arxiv.org/pdf/1609.03986v2,No journal ref found,none,cs.CV,Summary21480,1609.04079v1,2016-09-14T00:39:58Z,Single-image RGB Photometric Stereo With Spatially-varying Albedo,"Ayan Chakrabarti, Kalyan Sunkavalli",http://arxiv.org/pdf/1609.04079v1,No journal ref found,none,cs.CV,Summary21481,1609.04112v2,2016-09-14T02:17:09Z,Understanding Convolutional Neural Networks with A Mathematical Model,C. -C. Jay Kuo,http://arxiv.org/pdf/1609.04112v2,No journal ref found,none,cs.CV,Summary21482,1609.04116v1,2016-09-14T02:45:37Z,Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces,"Qing Tian, Songcan Chen",http://arxiv.org/pdf/1609.04116v1,No journal ref found,none,cs.CV,Summary21483,1609.04331v1,2016-09-14T16:17:03Z,ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization,"Vadim Kantorov, Maxime Oquab, Minsu Cho, Ivan Laptev",http://arxiv.org/pdf/1609.04331v1,No journal ref found,none,cs.CV,Summary21484,1609.04356v1,2016-09-14T17:41:48Z,Combining Texture and Shape Cues for Object Recognition With Minimal Supervision,"Xingchao Peng, Kate Saenko",http://arxiv.org/pdf/1609.04356v1,No journal ref found,none,cs.CV,Summary21485,1609.04382v3,2016-09-14T19:10:14Z,Warped Convolutions: Efficient Invariance to Spatial Transformations,"João F. Henriques, Andrea Vedaldi",http://arxiv.org/pdf/1609.04382v3,No journal ref found,none,cs.CV,Summary21486,1609.04387v2,2016-09-14T19:47:12Z,3D Face Reconstruction by Learning from Synthetic Data,"Elad Richardson, Matan Sela, Ron Kimmel",http://arxiv.org/pdf/1609.04387v2,No journal ref found,none,cs.CV,Summary21487,1609.04392v3,2016-09-14T19:52:10Z,Learning Robust Features for Gait Recognition by Maximum Margin Criterion,"Michal Balazia, Petr Sojka",http://arxiv.org/pdf/1609.04392v3,No journal ref found,none,cs.CV,Summary21488,1609.04757v1,2016-09-15T18:06:21Z,Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach,"Deepti Ghadiyaram, Alan C. Bovik",http://arxiv.org/pdf/1609.04757v1,No journal ref found,none,cs.CV,Summary21489,1609.04767v1,2016-09-15T18:28:50Z,"Transport-based analysis, modeling, and learning from signal and data distributions","Soheil Kolouri, Serim Park, Matthew Thorpe, Dejan Slepčev, Gustavo K. Rohde",http://arxiv.org/pdf/1609.04767v1,No journal ref found,none,cs.CV,Summary21490,1609.04830v1,2016-09-15T20:00:56Z,Visible Light-Based Human Visual System Conceptual Model,Lee Prangnell,http://arxiv.org/pdf/1609.04830v1,No journal ref found,none,cs.CV,Summary21491,1609.05001v1,2016-09-16T11:20:07Z,Stamp processing with examplar features,"Yash Bhalgat, Mandar Kulkarni, Shirish Karande, Sachin Lodha",http://arxiv.org/pdf/1609.05001v1,No journal ref found,none,cs.CV,Summary21492,1609.05112v1,2016-09-16T15:51:24Z,Barcodes for Medical Image Retrieval Using Autoencoded Radon Transform,"Hamid R. Tizhoosh, Christopher Mitcheltree, Shujin Zhu, Shamak Dutta",http://arxiv.org/pdf/1609.05112v1,No journal ref found,none,cs.CV,Summary21493,1609.05115v1,2016-09-16T15:54:46Z,Dense Wide-Baseline Scene Flow From Two Handheld Video Cameras,"Christian Richardt, Hyeongwoo Kim, Levi Valgaerts, Christian Theobalt",http://arxiv.org/pdf/1609.05115v1,No journal ref found,none,cs.CV,Summary21494,1609.05118v1,2016-09-16T16:01:43Z,Radon-Gabor Barcodes for Medical Image Retrieval,"Mina Nouredanesh, H. R. Tizhoosh, Ershad Banijamali, James Tung",http://arxiv.org/pdf/1609.05118v1,No journal ref found,none,cs.CV,Summary21495,1609.05119v1,2016-09-16T16:09:20Z,Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition,"Yağmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier",http://arxiv.org/pdf/1609.05119v1,No journal ref found,none,cs.CV,Summary21496,1609.05130v2,2016-09-16T16:46:21Z,SemanticFusion: Dense 3D Semantic Mapping with Convolutional Neural Networks,"John McCormac, Ankur Handa, Andrew Davison, Stefan Leutenegger",http://arxiv.org/pdf/1609.05130v2,No journal ref found,none,cs.CV,Summary21497,1609.05143v1,2016-09-16T17:16:49Z,Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning,"Yuke Zhu, Roozbeh Mottaghi, Eric Kolve, Joseph J. Lim, Abhinav Gupta, Li Fei-Fei, Ali Farhadi",http://arxiv.org/pdf/1609.05143v1,No journal ref found,none,cs.CV,Summary21498,1609.05257v1,2016-09-17T00:07:39Z,A convolutional approach to reflection symmetry,"Marcelo Cicconet, Vighnesh Birodkar, Mads Lund, Michael Werman, Davi Geiger",http://arxiv.org/pdf/1609.05257v1,No journal ref found,none,cs.CV,Summary21499,1609.05281v1,2016-09-17T04:18:02Z,GeThR-Net: A Generalized Temporally Hybrid Recurrent Neural Network for Multimodal Information Fusion,"Ankit Gandhi, Arjun Sharma, Arijit Biswas, Om Deshmukh",http://arxiv.org/pdf/1609.05281v1,No journal ref found,none,cs.CV,Summary21500,1609.05296v1,2016-09-17T08:35:54Z,Development of a Fuzzy Expert System based Liveliness Detection Scheme for Biometric Authentication,"Avinash Kumar Singh, Piyush Joshi, G C Nandi",http://arxiv.org/pdf/1609.05296v1,No journal ref found,none,cs.CV,Summary21501,1609.05317v1,2016-09-17T11:22:11Z,Deep Kinematic Pose Regression,"Xingyi Zhou, Xiao Sun, Wei Zhang, Shuang Liang, Yichen Wei",http://arxiv.org/pdf/1609.05317v1,No journal ref found,none,cs.CV,Summary21502,1609.05420v1,2016-09-18T04:18:42Z,Pose from Action: Unsupervised Learning of Pose Features based on Motion,"Senthil Purushwalkam, Abhinav Gupta",http://arxiv.org/pdf/1609.05420v1,No journal ref found,none,cs.CV,Summary21503,1609.05522v1,2016-09-18T17:56:15Z,Learning camera viewpoint using CNN to improve 3D body pose estimation,"Mona Fathollahi Ghezelghieh, Rangachar Kasturi, Sudeep Sarkar",http://arxiv.org/pdf/1609.05522v1,No journal ref found,none,cs.CV,Summary21504,1609.05583v1,2016-09-19T02:17:34Z,Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings,"Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies",http://arxiv.org/pdf/1609.05583v1,No journal ref found,none,cs.CV,Summary21505,1609.05590v1,2016-09-19T03:38:15Z,Fast Single Shot Detection and Pose Estimation,"Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, Alexander C. Berg",http://arxiv.org/pdf/1609.05590v1,No journal ref found,none,cs.CV,Summary21506,1609.05619v1,2016-09-19T07:40:41Z,Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring,"Hassan Al Hajj, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener",http://arxiv.org/pdf/1609.05619v1,No journal ref found,none,cs.CV,Summary21507,1609.05672v3,2016-09-19T11:34:24Z,Multi-Residual Networks: Improving the Speed and Accuracy of Residual Networks,"Masoud Abdi, Saeid Nahavandi",http://arxiv.org/pdf/1609.05672v3,No journal ref found,none,cs.CV,Summary21508,1609.05695v2,2016-09-19T12:43:32Z,A scalable convolutional neural network for task-specified scenarios via knowledge distillation,"Mengnan Shi, Fei Qin, Qixiang Ye, Zhenjun Han, Jianbin Jiao",http://arxiv.org/pdf/1609.05695v2,No journal ref found,none,cs.CV,Summary21509,1609.05722v1,2016-09-19T13:35:14Z,Poisson Noise Reduction with Higher-order Natural Image Prior Model,"Wensen Feng, Hong Qiao, Yunjin Chen",http://arxiv.org/pdf/1609.05722v1,No journal ref found,none,cs.CV,Summary21510,1609.05871v1,2016-09-19T19:11:05Z,Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography,"Avisek Lahiri, Abhijit Guha Roy, Debdoot Sheet, Prabir Kumar Biswas",http://arxiv.org/pdf/1609.05871v1,No journal ref found,none,cs.CV,Summary21511,1609.06024v1,2016-09-20T05:37:56Z,Contextual Relationship-based Activity Segmentation on an Event Stream in the IoT Environment with Multi-user Activities,"Minkyoung Cho, Younggi Kim, Younghee Lee",http://arxiv.org/pdf/1609.06024v1,No journal ref found,none,cs.CV,Summary21512,1609.06118v1,2016-09-20T11:46:17Z,Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking,"Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1609.06118v1,No journal ref found,none,cs.CV,Summary21513,1609.06141v1,2016-09-20T12:57:08Z,Discriminative Scale Space Tracking,"Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1609.06141v1,No journal ref found,none,cs.CV,Summary21514,1609.06188v1,2016-09-20T14:15:41Z,Transfer Learning for Material Classification using Convolutional Networks,"Patrick Wieschollek, Hendrik P. A. Lensch",http://arxiv.org/pdf/1609.06188v1,No journal ref found,none,cs.CV,Summary21515,1609.06192v1,2016-09-20T14:18:40Z,Hands-Free Segmentation of Medical Volumes via Binary Inputs,"Florian Dubost, Loic Peter, Christian Rupprecht, Benjamin Gutierrez-Becker, Nassir Navab",http://arxiv.org/pdf/1609.06192v1,No journal ref found,none,cs.CV,Summary21516,1609.06260v1,2016-09-20T17:31:11Z,GAdaBoost: Accelerating Adaboost Feature Selection with Genetic Algorithms,"Mai Tolba, Mohamed Moustafa",http://arxiv.org/pdf/1609.06260v1,No journal ref found,none,cs.CV,Summary21517,1609.06323v2,2016-09-20T20:00:12Z,Automated Visual Fin Identification of Individual Great White Sharks,"Benjamin Hughes, Tilo Burghardt",http://arxiv.org/pdf/1609.06323v2,No journal ref found,none,cs.CV,Summary21518,1609.06341v1,2016-09-20T20:24:41Z,Markov Random Field Model-Based Salt and Pepper Noise Removal,Ahmadreza Baghaie,http://arxiv.org/pdf/1609.06341v1,No journal ref found,none,cs.CV,Summary21519,1609.06371v2,2016-09-20T22:06:58Z,Robust Estimation of Multiple Inlier Structures,"Xiang Yang, Peter Meer",http://arxiv.org/pdf/1609.06371v2,No journal ref found,none,cs.CV,Summary21520,1609.06417v2,2016-09-21T03:42:52Z,Matrix Variate RBM Model with Gaussian Distributions,"Simeng Liu, Yanfeng Sun, Yongli Hu, Junbin Gao, Baocai Yin",http://arxiv.org/pdf/1609.06417v2,No journal ref found,none,cs.CV,Summary21521,1609.06426v2,2016-09-21T06:14:17Z,From Facial Expression Recognition to Interpersonal Relation Prediction,"Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1609.06426v2,No journal ref found,none,cs.CV,Summary21522,1609.06434v1,2016-09-21T06:48:07Z,Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications,"Haoran Chen, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin",http://arxiv.org/pdf/1609.06434v1,No journal ref found,none,cs.CV,Summary21523,1609.06441v1,2016-09-21T07:29:49Z,Detecting facial landmarks in the video based on a hybrid framework,"Nian Cai, Zhineng Lin, Fu Zhang, Guandong Cen, Han Wang",http://arxiv.org/pdf/1609.06441v1,No journal ref found,none,cs.CV,Summary21524,1609.06456v1,2016-09-21T08:13:06Z,Multi-View Constraint Propagation with Consensus Prior Knowledge,"Yaoyi Li, Hongtao Lu",http://arxiv.org/pdf/1609.06456v1,No journal ref found,none,cs.CV,Summary21525,1609.06585v1,2016-09-21T14:42:47Z,Image Denoising via Multi-scale Nonlinear Diffusion Models,"Wensen Feng, Peng Qiao, Xuanyang Xi, Yunjin Chen",http://arxiv.org/pdf/1609.06585v1,No journal ref found,none,cs.CV,Summary21526,1609.06591v2,2016-09-21T15:04:31Z,FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition,"Hui Ding, Shaohua Kevin Zhou, Rama Chellappa",http://arxiv.org/pdf/1609.06591v2,No journal ref found,none,cs.CV,Summary21527,1609.06647v1,2016-09-21T17:40:57Z,Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge,"Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan",http://arxiv.org/pdf/1609.06647v1,"IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: PP, Issue: 99 , July 2016 )",none,cs.CV,Summary21528,1609.06668v1,2016-09-21T18:33:56Z,Characterization of Lung Nodule Malignancy using Hybrid Shape and Appearance Features,"Mario Buty, Ziyue Xu, Mingchen Gao, Ulas Bagci, Aaron Wu, Daniel J. Mollura",http://arxiv.org/pdf/1609.06668v1,No journal ref found,none,cs.CV,Summary21529,1609.06669v1,2016-09-21T18:34:25Z,Fast and reliable stereopsis measurement at multiple distances with iPad,"Manuel Rodriguez-Vallejo, Clara Llorens-Quintana, Diego Montagud, Walter D. Furlan, Juan A. Monsoriu",http://arxiv.org/pdf/1609.06669v1,No journal ref found,none,cs.CV,Summary21530,1609.06753v2,2016-09-21T21:03:36Z,How should we evaluate supervised hashing?,"Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier",http://arxiv.org/pdf/1609.06753v2,No journal ref found,none,cs.CV,Summary21531,1609.06861v1,2016-09-22T08:21:20Z,How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework?,"Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre",http://arxiv.org/pdf/1609.06861v1,No journal ref found,none,cs.CV,Summary21532,1609.06870v4,2016-09-22T08:47:58Z,Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability,"Janis Keuper, Franz-Josef Pfreundt",http://arxiv.org/pdf/1609.06870v4,No journal ref found,none,cs.CV,Summary21533,1609.06896v1,2016-09-22T10:17:30Z,Realtime Hierarchical Clustering based on Boundary and Surface Statistics,"Dominik Alexander Klein, Dirk Schulz, Armin Bernd Cremers",http://arxiv.org/pdf/1609.06896v1,No journal ref found,none,cs.CV,Summary21534,1609.06927v1,2016-09-22T11:55:14Z,A quantitative analysis of tilt in the Café Wall illusion: a bioplausible model for foveal and peripheral vision,"Nasim Nematzadeh, David M. W. Powers",http://arxiv.org/pdf/1609.06927v1,No journal ref found,none,cs.CV,Summary21535,1609.06936v2,2016-09-22T12:17:34Z,Walker-Independent Features for Gait Recognition from Motion Capture Data,"Michal Balazia, Petr Sojka",http://arxiv.org/pdf/1609.06936v2,No journal ref found,none,cs.CV,Summary21536,1609.07009v1,2016-09-22T15:11:11Z,Is the deconvolution layer the same as a convolutional layer?,"Wenzhe Shi, Jose Caballero, Lucas Theis, Ferenc Huszar, Andrew Aitken, Christian Ledig, Zehan Wang",http://arxiv.org/pdf/1609.07009v1,No journal ref found,none,cs.CV,Summary21537,1609.07228v3,2016-09-23T04:34:54Z,EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph,"Cong Fu, Deng Cai",http://arxiv.org/pdf/1609.07228v3,No journal ref found,none,cs.CV,Summary21538,1609.07304v1,2016-09-23T10:43:02Z,Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness,"Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen",http://arxiv.org/pdf/1609.07304v1,No journal ref found,none,cs.CV,Summary21539,1609.07306v1,2016-09-23T10:46:19Z,EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras,"Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt",http://arxiv.org/pdf/1609.07306v1,No journal ref found,none,cs.CV,Summary21540,1609.07370v1,2016-09-23T14:08:30Z,Example-Based Image Synthesis via Randomized Patch-Matching,"Yi Ren, Yaniv Romano, Michael Elad",http://arxiv.org/pdf/1609.07370v1,No journal ref found,none,cs.CV,Summary21541,1609.07371v1,2016-09-23T14:10:52Z,The face-space duality hypothesis: a computational model,"Jonathan Vitale, Mary-Anne Williams, Benjamin Johnston",http://arxiv.org/pdf/1609.07371v1,No journal ref found,none,cs.CV,Summary21542,1609.07420v1,2016-09-23T16:22:59Z,Real-time Human Pose Estimation from Video with Convolutional Neural Networks,"Marko Linna, Juho Kannala, Esa Rahtu",http://arxiv.org/pdf/1609.07420v1,No journal ref found,none,cs.CV,Summary21543,1609.07597v1,2016-09-24T10:32:30Z,DimensionApp : android app to estimate object dimensions,"Suriya Singh, Vijay Kumar",http://arxiv.org/pdf/1609.07597v1,No journal ref found,none,cs.CV,Summary21544,1609.07599v1,2016-09-24T10:34:36Z,Three Tiers Neighborhood Graph and Multi-graph Fusion Ranking for Multi-feature Image Retrieval: A Manifold Aspect,"Shenglan Liu, Muxin Sun, Lin Feng, Yang Liu, Jun Wu",http://arxiv.org/pdf/1609.07599v1,No journal ref found,none,cs.CV,Summary21545,1609.07615v1,2016-09-24T13:13:38Z,Perceptual uniform descriptor and Ranking on manifold: A bridge between image representation and ranking for image retrieval,"Shenglan Liu, Jun Wu, Lin Feng, Yang Liu, Hong Qiao, Wenbo Luo Muxin Sun, Wei Wang",http://arxiv.org/pdf/1609.07615v1,No journal ref found,none,cs.CV,Summary21546,1609.07727v2,2016-09-25T10:35:23Z,Deep learning based fence segmentation and removal from an image using a video sequence,"Sankaraganesh Jonna, Krishna K. Nakka, Rajiv R. Sahay",http://arxiv.org/pdf/1609.07727v2,No journal ref found,none,cs.CV,Summary21547,1609.07769v2,2016-09-25T16:36:39Z,Joint Rain Detection and Removal from a Single Image,"Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan",http://arxiv.org/pdf/1609.07769v2,No journal ref found,none,cs.CV,Summary21548,1609.07859v5,2016-09-26T06:53:36Z,Visual Fashion-Product Search at SK Planet,"Taewan Kim, Seyeong Kim, Sangil Na, Hayoon Kim, Moonki Kim, Byoung-Ki Jeon",http://arxiv.org/pdf/1609.07859v5,No journal ref found,none,cs.CV,Summary21549,1609.07878v1,2016-09-26T07:54:00Z,Linear Support Tensor Machine: Pedestrian Detection in Thermal Infrared Images,"Sujoy Kumar Biswas, Peyman Milanfar",http://arxiv.org/pdf/1609.07878v1,No journal ref found,none,cs.CV,Summary21550,1609.07982v2,2016-09-26T14:24:08Z,Optimistic and Pessimistic Neural Networks for Scene and Object Recognition,"Rene Grzeszick, Sebastian Sudholt, Gernot A. Fink",http://arxiv.org/pdf/1609.07982v2,No journal ref found,none,cs.CV,Summary21551,1609.07986v2,2016-09-26T14:28:49Z,Super-resolving multiresolution images with band-independant geometry of multispectral pixels,Nicolas Brodu,http://arxiv.org/pdf/1609.07986v2,No journal ref found,none,cs.CV,Summary21552,1609.08004v2,2016-09-26T14:59:50Z,BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory,"Bruno Machado, Jonatan Orue, Mauro Arruda, Cleidimar Santos, Diogo Sarath, Wesley Goncalves, Gercina Silva, Hemerson Pistori, Antonia Roel, Jose Rodrigues-Jr",http://arxiv.org/pdf/1609.08004v2,Computers and Electronics in Agriculture 129: 1. 44-55 (2016),none,cs.CV,Summary21553,1609.08078v2,2016-09-26T17:07:49Z,Robust Matrix Decomposition for Image Segmentation under Heavy Noises and Uneven Background Intensities,"Garret Vo, Chiwoo Park",http://arxiv.org/pdf/1609.08078v2,No journal ref found,none,cs.CV,Summary21554,1609.08080v1,2016-09-26T17:14:53Z,Swipe Mosaics from Video,"Malcolm Reynolds, Tom S. F. Haines, Gabriel J. Brostow",http://arxiv.org/pdf/1609.08080v1,No journal ref found,none,cs.CV,Summary21555,1609.08124v1,2016-09-26T19:14:12Z,Learning Language-Visual Embedding for Movie Understanding with Natural-Language,"Atousa Torabi, Niket Tandon, Leonid Sigal",http://arxiv.org/pdf/1609.08124v1,No journal ref found,none,cs.CV,Summary21556,1609.08267v1,2016-09-27T05:59:12Z,"De-noising, Stabilizing and Completing 3D Reconstructions On-the-go using Plane Priors","Maksym Dzitsiuk, Jürgen Sturm, Robert Maier, Lingni Ma, Daniel Cremers",http://arxiv.org/pdf/1609.08267v1,No journal ref found,none,cs.CV,Summary21557,1609.08291v1,2016-09-27T07:33:58Z,Image Retrieval with Fisher Vectors of Binary Features,"Yusuke Uchida, Shigeyuki Sakazawa, Shinichi Satoh",http://arxiv.org/pdf/1609.08291v1,No journal ref found,none,cs.CV,Summary21558,1609.08364v1,2016-09-27T11:51:16Z,Automated Breast Lesion Segmentation in Ultrasound Images,"Ibrahim Sadek, Mohamed Elawady, Viktor Stefanovski",http://arxiv.org/pdf/1609.08364v1,No journal ref found,none,cs.CV,Summary21559,1609.08387v1,2016-09-27T12:51:09Z,Tensor Based Second Order Variational Model for Image Reconstruction,"Jinming Duan, Wil OC Ward, Luke Sibbett, Zhenkuan Pan, Li Bai",http://arxiv.org/pdf/1609.08387v1,No journal ref found,none,cs.CV,Summary21560,1609.08393v1,2016-09-27T13:04:44Z,Semi Automatic Color Segmentation of Document Pages,"Stéphane Bres, Véronique Eglin, Vincent Poulain",http://arxiv.org/pdf/1609.08393v1,"International Workshop on Document Analysis System, Apr 2016, Santorini, France",none,cs.CV,Summary21561,1609.08399v1,2016-09-27T13:15:31Z,House price estimation from visual and textual features,"Eman Ahmed, Mohamed Moustafa",http://arxiv.org/pdf/1609.08399v1,No journal ref found,none,cs.CV,Summary21562,1609.08417v3,2016-09-27T13:27:40Z,Learning convolutional neural network to maximize Pos@Top performance measure,"Yanyan Geng, Ru-Ze Liang, Weizhi Li, Jingbin Wang, Gaoyuan Liang, Chenhao Xu, Jing-Yan Wang",http://arxiv.org/pdf/1609.08417v3,No journal ref found,none,cs.CV,Summary21563,1609.08436v5,2016-09-27T13:41:04Z,Ground Plane Detection with a Local Descriptor,"Kangru Wang, Lei Qu, Lili Chen, Yuzhang Gu, DongChen zhu, Xiaolin Zhang",http://arxiv.org/pdf/1609.08436v5,No journal ref found,none,cs.CV,Summary21564,1609.08475v1,2016-09-27T14:29:33Z,Blind Facial Image Quality Enhancement using Non-Rigid Semantic Patches,"Ester Hait, Guy Gilboa",http://arxiv.org/pdf/1609.08475v1,No journal ref found,none,cs.CV,Summary21565,1609.08661v1,2016-09-27T20:47:42Z,Task Specific Adversarial Cost Function,"Antonia Creswell, Anil A. Bharath",http://arxiv.org/pdf/1609.08661v1,No journal ref found,none,cs.CV,Summary21566,1609.08669v1,2016-09-27T21:08:22Z,A Transportation $L^p$ Distance for Signal Analysis,"Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepčev",http://arxiv.org/pdf/1609.08669v1,No journal ref found,none,cs.CV,Summary21567,1609.08675v1,2016-09-27T21:21:49Z,YouTube-8M: A Large-Scale Video Classification Benchmark,"Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan",http://arxiv.org/pdf/1609.08675v1,No journal ref found,none,cs.CV,Summary21568,1609.08740v1,2016-09-28T02:37:23Z,Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization,"Shifeng Zhang, Jianmin Li, Jinma Guo, Bo Zhang",http://arxiv.org/pdf/1609.08740v1,No journal ref found,none,cs.CV,Summary21569,1609.08758v1,2016-09-28T03:41:49Z,Video Summarization using Deep Semantic Features,"Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya",http://arxiv.org/pdf/1609.08758v1,No journal ref found,none,cs.CV,Summary21570,1609.08764v2,2016-09-28T04:37:32Z,Understanding data augmentation for classification: when to warp?,"Sebastien C. Wong, Adam Gatt, Victor Stamatescu, Mark D. McDonnell",http://arxiv.org/pdf/1609.08764v2,No journal ref found,none,cs.CV,Summary21571,1609.08864v1,2016-09-28T11:35:17Z,Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier,Mrutyunjaya Panda,http://arxiv.org/pdf/1609.08864v1,No journal ref found,none,cs.CV,Summary21572,1609.08965v1,2016-09-28T15:32:59Z,Graph Based Convolutional Neural Network,"Michael Edwards, Xianghua Xie",http://arxiv.org/pdf/1609.08965v1,No journal ref found,none,cs.CV,Summary21573,1609.09018v1,2016-09-28T17:57:46Z,Deep Architectures for Face Attributes,"Tobi Baumgartner, Jack Culpepper",http://arxiv.org/pdf/1609.09018v1,No journal ref found,none,cs.CV,Summary21574,1609.09058v1,2016-09-28T19:58:37Z,"A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image","Ruiqi Zhao, Yan Wang, Aleix Martinez",http://arxiv.org/pdf/1609.09058v1,No journal ref found,none,cs.CV,Summary21575,1609.09220v1,2016-09-29T06:46:27Z,CNN-aware Binary Map for General Semantic Segmentation,"Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi, Mohammad Rastegari, Carlo Regazzoni",http://arxiv.org/pdf/1609.09220v1,No journal ref found,none,cs.CV,Summary21576,1609.09227v1,2016-09-29T07:06:46Z,A comparative study of complexity of handwritten Bharati characters with that of major Indian scripts,"Manali Naik, V. Srinivasa Chakravarthy",http://arxiv.org/pdf/1609.09227v1,No journal ref found,none,cs.CV,Summary21577,1609.09240v1,2016-09-29T07:54:31Z,Modelling depth for nonparametric foreground segmentation using RGBD devices,"Gabriel Moyà-Alcover, Ahmed Elgammal, Antoni Jaume-i-Capó, Javier Varona",http://arxiv.org/pdf/1609.09240v1,No journal ref found,none,cs.CV,Summary21578,1609.09251v1,2016-09-29T08:26:28Z,Kernel Methods on Approximate Infinite-Dimensional Covariance Operators for Image Classification,"Hà Quang Minh, Marco San Biagio, Loris Bazzani, Vittorio Murino",http://arxiv.org/pdf/1609.09251v1,No journal ref found,none,cs.CV,Summary21579,1609.09270v2,2016-09-29T09:35:29Z,Pano2CAD: Room Layout From A Single Panorama Image,"Jiu Xu, Bjorn Stenger, Tommi Kerola, Tony Tung",http://arxiv.org/pdf/1609.09270v2,No journal ref found,none,cs.CV,Summary21580,1609.09451v1,2016-09-29T18:15:16Z,Redefining Binarization and the Visual Archetype,"Anguelos Nicolaou, Liwicki Marcus",http://arxiv.org/pdf/1609.09451v1,No journal ref found,none,cs.CV,Summary21581,1609.09545v1,2016-09-29T23:07:01Z,Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge,"Adrian Bulat, Georgios Tzimiropoulos",http://arxiv.org/pdf/1609.09545v1,No journal ref found,none,cs.CV,Summary21582,1609.09642v1,2016-09-30T09:11:13Z,A CNN Cascade for Landmark Guided Semantic Part Segmentation,"Aaron Jackson, Michel Valstar, Georgios Tzimiropoulos",http://arxiv.org/pdf/1609.09642v1,No journal ref found,none,cs.CV,Summary21583,1609.09698v1,2016-09-30T12:35:26Z,Training a Feedback Loop for Hand Pose Estimation,"Markus Oberweger, Paul Wohlhart, Vincent Lepetit",http://arxiv.org/pdf/1609.09698v1,No journal ref found,none,cs.CV,Summary21584,1609.09713v1,2016-09-30T13:10:20Z,A deep representation for depth images from synthetic data,"Fabio Maria Carlucci, Paolo Russo, Barbara Caputo",http://arxiv.org/pdf/1609.09713v1,No journal ref found,none,cs.CV,Summary21585,1609.09850v1,2016-09-30T18:29:41Z,Latent fingerprint minutia extraction using fully convolutional network,"Yao Tang, Fei Gao, Jufu Feng",http://arxiv.org/pdf/1609.09850v1,No journal ref found,none,cs.CV,Summary21586,1610.00029v1,2016-09-06T09:46:23Z,Microscopic Pedestrian Flow Characteristics: Development of an Image Processing Data Collection and Simulation Model,Kardi Teknomo,http://arxiv.org/pdf/1610.00029v1,No journal ref found,none,cs.CV,Summary21587,1610.00134v1,2016-10-01T13:28:39Z,How Transferable are CNN-based Features for Age and Gender Classification?,"Gökhan Özbulak, Yusuf Aytar, Hazım Kemal Ekenel",http://arxiv.org/pdf/1610.00134v1,No journal ref found,none,cs.CV,Summary21588,1610.00175v1,2016-10-01T19:46:24Z,Near-Infrared Image Dehazing Via Color Regularization,"Chang-Hwan Son, Xiao-Ping Zhang",http://arxiv.org/pdf/1610.00175v1,No journal ref found,none,cs.CV,Summary21589,1610.00291v1,2016-10-02T15:48:36Z,Deep Feature Consistent Variational Autoencoder,"Xianxu Hou, Linlin Shen, Ke Sun, Guoping Qiu",http://arxiv.org/pdf/1610.00291v1,No journal ref found,none,cs.CV,Summary21590,1610.00307v1,2016-10-02T16:39:35Z,Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection,"Mahdyar Ravanbakhsh, Moin Nabi, Hossein Mousavi, Enver Sangineto, Nicu Sebe",http://arxiv.org/pdf/1610.00307v1,No journal ref found,none,cs.CV,Summary21591,1610.00318v1,2016-10-02T17:29:01Z,MinMax Radon Barcodes for Medical Image Retrieval,"H. R. Tizhoosh, Shujin Zhu, Hanson Lo, Varun Chaudhari, Tahmid Mehdi",http://arxiv.org/pdf/1610.00318v1,No journal ref found,none,cs.CV,Summary21592,1610.00320v1,2016-10-02T17:34:02Z,Stacked Autoencoders for Medical Image Search,"S. Sharma, I. Umar, L. Ospina, D. Wong, H. R. Tizhoosh",http://arxiv.org/pdf/1610.00320v1,No journal ref found,none,cs.CV,Summary21593,1610.00382v1,2016-10-03T01:08:20Z,Near-Infrared Coloring via a Contrast-Preserving Mapping Model,"Chang-Hwan Son, Xiao-Ping Zhang",http://arxiv.org/pdf/1610.00382v1,No journal ref found,none,cs.CV,Summary21594,1610.00386v1,2016-10-03T02:03:06Z,Rain Removal via Shrinkage-Based Sparse Coding and Learned Rain Dictionary,"Chang-Hwan Son, Xiao-Ping Zhang",http://arxiv.org/pdf/1610.00386v1,No journal ref found,none,cs.CV,Summary21595,1610.00405v1,2016-10-03T05:03:45Z,Seeing into Darkness: Scotopic Visual Recognition,"Bo Chen, Pietro Perona",http://arxiv.org/pdf/1610.00405v1,No journal ref found,none,cs.CV,Summary21596,1610.00427v1,2016-10-03T06:58:43Z,Rain structure transfer using an exemplar rain image for synthetic rain image generation,"Chang-Hwan Son, Xiao-Ping Zhang",http://arxiv.org/pdf/1610.00427v1,No journal ref found,none,cs.CV,Summary21597,1610.00731v1,2016-10-03T20:29:12Z,Can Ground Truth Label Propagation from Video help Semantic Segmentation?,"Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother",http://arxiv.org/pdf/1610.00731v1,No journal ref found,none,cs.CV,Summary21598,1610.00759v1,2016-10-03T21:23:13Z,Prediction of Manipulation Actions,"Cornelia Fermüller, Fang Wang, Yezhou Yang, Konstantinos Zampogiannis, Yi Zhang, Francisco Barranco, Michael Pfeiffer",http://arxiv.org/pdf/1610.00759v1,No journal ref found,none,cs.CV,Summary21599,1610.00824v1,2016-10-04T02:20:18Z,Real Time Fine-Grained Categorization with Accuracy and Interpretability,"Shaoli Huang, Dacheng Tao",http://arxiv.org/pdf/1610.00824v1,No journal ref found,none,cs.CV,Summary21600,1610.00838v1,2016-10-04T04:09:41Z,Image Aesthetic Assessment: An Experimental Survey,"Yubin Deng, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1610.00838v1,No journal ref found,none,cs.CV,Summary21601,1610.00893v2,2016-10-04T08:13:07Z,Adaptive Graph-based Total Variation for Tomographic Reconstructions,"Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst",http://arxiv.org/pdf/1610.00893v2,No journal ref found,none,cs.CV,Summary21602,1610.01052v1,2016-10-04T15:47:45Z,A novel and effective scoring scheme for structure classification and pairwise similarity measurement,"Rezaul Karim, Md. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman",http://arxiv.org/pdf/1610.01052v1,No journal ref found,none,cs.CV,Summary21603,1610.01066v1,2016-10-04T16:15:36Z,Sparsity-based Color Image Super Resolution via Exploiting Cross Channel Constraints,"Hojjat S. Mousavi, Vishal Monga",http://arxiv.org/pdf/1610.01066v1,No journal ref found,none,cs.CV,Summary21604,1610.01068v1,2016-10-04T16:18:57Z,Fast Image Classification by Boosting Fuzzy Classifiers,"Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer",http://arxiv.org/pdf/1610.01068v1,Inf. Sci. (327) 2016 175-182,none,cs.CV,Summary21605,1610.01119v2,2016-10-04T18:33:32Z,Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs,"Limin Wang, Sheng Guo, Weilin Huang, Yuanjun Xiong, Yu Qiao",http://arxiv.org/pdf/1610.01119v2,No journal ref found,none,cs.CV,Summary21606,1610.01223v1,2016-10-04T22:38:35Z,Feature Learning from Spectrograms for Assessment of Personality Traits,"Marc-André Carbonneau, Eric Granger, Yazid Attabi, Ghyslain Gagnon",http://arxiv.org/pdf/1610.01223v1,No journal ref found,none,cs.CV,Summary21607,1610.01376v2,2016-10-05T11:55:33Z,Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks,"Lorenzo Baraldi, Costantino Grana, Rita Cucchiara",http://arxiv.org/pdf/1610.01376v2,No journal ref found,none,cs.CV,Summary21608,1610.01394v1,2016-10-05T13:04:48Z,Learning Optimal Parameters for Multi-target Tracking with Contextual Interactions,"Shaofei Wang, Charless C. Fowlkes",http://arxiv.org/pdf/1610.01394v1,No journal ref found,none,cs.CV,Summary21609,1610.01706v1,2016-10-06T01:30:46Z,Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation,"Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen",http://arxiv.org/pdf/1610.01706v1,No journal ref found,none,cs.CV,Summary21610,1610.01708v1,2016-10-06T01:38:13Z,A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection,"Nian Liu, Junwei Han",http://arxiv.org/pdf/1610.01708v1,No journal ref found,none,cs.CV,Summary21611,1610.01801v1,2016-10-06T10:03:45Z,Searching Scenes by Abstracting Things,"Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek, Arnold W. M. Smeulders",http://arxiv.org/pdf/1610.01801v1,No journal ref found,none,cs.CV,Summary21612,1610.01854v2,2016-10-06T13:14:34Z,"Do They All Look the Same? Deciphering Chinese, Japanese and Koreans by Fine-Grained Deep Learning","Yu Wang, Haofu Liao, Yang Feng, Xiangyang Xu, Jiebo Luo",http://arxiv.org/pdf/1610.01854v2,No journal ref found,none,cs.CV,Summary21613,1610.01906v4,2016-10-06T15:14:47Z,Utilizing High-level Visual Feature for Indoor Shopping Mall Navigation,"Ziwei Xu, Haitian Zheng, Minjian Pang, Yangchun Zhu, Xiongfei Su, Guyue Zhou, Lu Fang",http://arxiv.org/pdf/1610.01906v4,No journal ref found,none,cs.CV,Summary21614,1610.01944v3,2016-10-06T16:55:07Z,PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation,"Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof",http://arxiv.org/pdf/1610.01944v3,No journal ref found,none,cs.CV,Summary21615,1610.02177v1,2016-10-07T08:23:32Z,Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields,"Patrick Ferdinand Christ, Mohamed Ezzeldin A. Elshaer, Florian Ettlinger, Sunil Tatavarty, Marc Bickel, Patrick Bilic, Markus Rempfler, Marco Armbruster, Felix Hofmann, Melvin DAnastasi, Wieland H. Sommer, Seyed-Ahmad Ahmadi, Bjoern H. Menze",http://arxiv.org/pdf/1610.02177v1,No journal ref found,none,cs.CV,Summary21616,1610.02237v1,2016-10-07T12:00:08Z,Weakly supervised learning of actions from transcripts,"Hilde Kuehne, Alexander Richard, Juergen Gall",http://arxiv.org/pdf/1610.02237v1,No journal ref found,none,cs.CV,Summary21617,1610.02251v1,2016-10-07T12:36:21Z,Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach,"Zhi Lu, Gustavo Carneiro, Neeraj Dhungel, Andrew P. Bradley",http://arxiv.org/pdf/1610.02251v1,No journal ref found,none,cs.CV,Summary21618,1610.02255v1,2016-10-07T12:42:47Z,Learning Grimaces by Watching TV,"Samuel Albanie, Andrea Vedaldi",http://arxiv.org/pdf/1610.02255v1,No journal ref found,none,cs.CV,Summary21619,1610.02306v1,2016-10-07T14:39:50Z,Optimization of Convolutional Neural Network using Microcanonical Annealing Algorithm,"Vina Ayumi, L. M. Rasdi Rere, Mohamad Ivan Fanany, Aniati Murni Arymurthy",http://arxiv.org/pdf/1610.02306v1,No journal ref found,none,cs.CV,Summary21620,1610.02357v2,2016-10-07T17:51:51Z,Xception: Deep Learning with Depthwise Separable Convolutions,François Chollet,http://arxiv.org/pdf/1610.02357v2,No journal ref found,none,cs.CV,Summary21621,1610.02414v1,2016-10-07T20:24:04Z,Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus,"Fan Zhang, Fabio Duarte, Ruixian Ma, Dimitrios Milioris, Hui Lin, Carlo Ratti",http://arxiv.org/pdf/1610.02414v1,No journal ref found,none,cs.CV,Summary21622,1610.02431v1,2016-10-07T21:35:02Z,ResearchDoom and CocoDoom: Learning Computer Vision with Games,"A. Mahendran, H. Bilen, J. F. Henriques, A. Vedaldi",http://arxiv.org/pdf/1610.02431v1,No journal ref found,none,cs.CV,Summary21623,1610.02509v1,2016-10-08T10:27:58Z,Content-Based Image Retrieval Using Multiresolution Analysis Of Shape-Based Classified Images,"I. M. El-Henawy, Kareem Ahmed",http://arxiv.org/pdf/1610.02509v1,No journal ref found,none,cs.CV,Summary21624,1610.02579v1,2016-10-08T20:36:20Z,Crafting GBD-Net for Object Detection,"Xingyu Zeng, Wanli Ouyang, Junjie Yan, Hongsheng Li, Tong Xiao, Kun Wang, Yu Liu, Yucong Zhou, Bin Yang, Zhe Wang, Hui Zhou, Xiaogang Wang",http://arxiv.org/pdf/1610.02579v1,No journal ref found,none,cs.CV,Summary21625,1610.02616v1,2016-10-09T02:39:07Z,Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition,"Zecheng Xie, Zenghui Sun, Lianwen Jin, Hao Ni, Terry Lyons",http://arxiv.org/pdf/1610.02616v1,No journal ref found,none,cs.CV,Summary21626,1610.02651v1,2016-10-09T09:46:02Z,Zero Shot Hashing,"Shubham Pachori, Shanmuganathan Raman",http://arxiv.org/pdf/1610.02651v1,No journal ref found,none,cs.CV,Summary21627,1610.02714v1,2016-10-09T20:08:17Z,Egocentric Height Estimation,"Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji",http://arxiv.org/pdf/1610.02714v1,No journal ref found,none,cs.CV,Summary21628,1610.02760v1,2016-10-10T03:13:29Z,Image Segmentation Based on the Self-Balancing Mechanism in Virtual 3D Elastic Mesh,"Xiaodong Zhuang, N. E. Mastorakis, Jieru Chi, Hanping Wang",http://arxiv.org/pdf/1610.02760v1,"WSEAS Transactions on Computers, pp. 805-818, Volume 14, 2015",none,cs.CV,Summary21629,1610.02762v1,2016-10-10T03:21:35Z,Matching of Images with Rotation Transformation Based on the Virtual Electromagnetic Interaction,"Xiaodong Zhuang, N. E. Mastorakis",http://arxiv.org/pdf/1610.02762v1,"WSEAS Transactions On Computers, pp. 679-697, Volume 14, 2015",none,cs.CV,Summary21630,1610.02850v1,2016-10-10T11:11:06Z,Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets,"Manuel Amthor, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1610.02850v1,No journal ref found,none,cs.CV,Summary21631,1610.02902v1,2016-10-10T13:22:28Z,Content Based Image Retrieval (CBIR) in Remote Clinical Diagnosis and Healthcare,"Albany E. Herrmann, Vania Vieira Estrela",http://arxiv.org/pdf/1610.02902v1,"Encyclopedia of E-Health and Telemedicine. IGI Global, 2016. 495-520. Web. 10 Oct. 2016",none,cs.CV,Summary21632,1610.02915v2,2016-10-10T13:47:13Z,Deep Pyramidal Residual Networks,"Dongyoon Han, Jiwhan Kim, Junmo Kim",http://arxiv.org/pdf/1610.02915v2,No journal ref found,none,cs.CV,Summary21633,1610.02923v1,2016-10-10T14:07:49Z,EM-Based Mixture Models Applied to Video Event Detection,"Alessandra Martins Coelho, Vania V. Estrela",http://arxiv.org/pdf/1610.02923v1,No journal ref found,none,cs.CV,Summary21634,1610.02947v2,2016-10-10T15:03:15Z,"End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering","Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim",http://arxiv.org/pdf/1610.02947v2,No journal ref found,none,cs.CV,Summary21635,1610.02984v1,2016-10-10T16:19:21Z,"Person Re-identification: Past, Present and Future","Liang Zheng, Yi Yang, Alexander G. Hauptmann",http://arxiv.org/pdf/1610.02984v1,No journal ref found,none,cs.CV,Summary21636,1610.03023v2,2016-10-10T18:45:30Z,Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval,"Weixun Zhou, Shawn Newsam, Congmin Li, Zhenfeng Shao",http://arxiv.org/pdf/1610.03023v2,No journal ref found,none,cs.CV,Summary21637,1610.03151v1,2016-10-11T01:35:56Z,FaceVR: Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality,"Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner",http://arxiv.org/pdf/1610.03151v1,No journal ref found,none,cs.CV,Summary21638,1610.03155v1,2016-10-11T02:02:16Z,Multiple Instance Learning Convolutional Neural Networks for Object Recognition,"Miao Sun, Tony X. Han, Ming-Chang Liu, Ahmad Khodayari-Rostamabad",http://arxiv.org/pdf/1610.03155v1,No journal ref found,none,cs.CV,Summary21639,1610.03341v1,2016-10-09T11:33:34Z,Proposal for Automatic License and Number Plate Recognition System for Vehicle Identification,Hamed Saghaei,http://arxiv.org/pdf/1610.03341v1,No journal ref found,none,cs.CV,Summary21640,1610.03393v1,2016-10-11T15:33:00Z,Crossing the Road Without Traffic Lights: An Android-based Safety Device,"Adi Perry, Dor Verbin, Nahum Kiryati",http://arxiv.org/pdf/1610.03393v1,No journal ref found,none,cs.CV,Summary21641,1610.03437v1,2016-10-11T17:37:47Z,Restoring STM images via Sparse Coding: noise and artifact removal,"João P. Oliveira, Ana Bragança, José Bioucas-Dias, Mário Figueiredo, Luís Alcácer, Jorge Morgado, Quirina Ferreira",http://arxiv.org/pdf/1610.03437v1,No journal ref found,none,cs.CV,Summary21642,1610.03466v1,2016-10-11T18:59:12Z,Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection,"Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, Larry S. Davis",http://arxiv.org/pdf/1610.03466v1,No journal ref found,none,cs.CV,Summary21643,1610.03467v1,2016-10-11T19:00:35Z,Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images,"Manan Shah, Christopher Rubadue, David Suster, Dayong Wang",http://arxiv.org/pdf/1610.03467v1,No journal ref found,none,cs.CV,Summary21644,1610.03604v3,2016-10-12T06:11:34Z,Subspace clustering based on low rank representation and weighted nuclear norm minimization,"Yu Song, Yiquan Wu",http://arxiv.org/pdf/1610.03604v3,No journal ref found,none,cs.CV,Summary21645,1610.03612v1,2016-10-12T06:39:15Z,The Analysis of Local Motion and Deformation in Image Sequences Inspired by Physical Electromagnetic Interaction,"Xiaodong Zhuang, N. E. Mastorakis",http://arxiv.org/pdf/1610.03612v1,"WSEAS TRANSACTIONS on COMPUTERS, pp. 231-245, Volume 14, 2015",none,cs.CV,Summary21646,1610.03614v1,2016-10-12T06:43:34Z,A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation,"Xiaodong Zhuang, N. E. Mastorakis",http://arxiv.org/pdf/1610.03614v1,"WSEAS TRANSACTIONS on COMPUTERS, pp. 708-718, Volume 14, 2015",none,cs.CV,Summary21647,1610.03615v1,2016-10-12T06:48:04Z,The Virtual Electromagnetic Interaction between Digital Images for Image Matching with Shifting Transformation,"Xiaodong Zhuang, N. E. Mastorakis",http://arxiv.org/pdf/1610.03615v1,"WSEAS Transactions on Computers, pp. 107-123, Volume 14, 2015",none,cs.CV,Summary21648,1610.03623v1,2016-10-12T07:25:34Z,Fast Training of Convolutional Neural Networks via Kernel Rescaling,"Pedro Porto Buarque de Gusmão, Gianluca Francini, Skjalg Lepsøy, Enrico Magli",http://arxiv.org/pdf/1610.03623v1,No journal ref found,none,cs.CV,Summary21649,1610.03640v2,2016-10-12T08:45:52Z,Analyzing the Affect of a Group of People Using Multi-modal Framework,"Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikainen",http://arxiv.org/pdf/1610.03640v2,No journal ref found,none,cs.CV,Summary21650,1610.03660v1,2016-10-12T10:19:36Z,Image Based Camera Localization: an Overview,Yihong Wu,http://arxiv.org/pdf/1610.03660v1,No journal ref found,none,cs.CV,Summary21651,1610.03670v4,2016-10-12T11:17:16Z,Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes,"Qi Dong, Shaogang Gong, Xiatian Zhu",http://arxiv.org/pdf/1610.03670v4,No journal ref found,none,cs.CV,Summary21652,1610.03684v1,2016-10-12T12:23:49Z,Light Field Compression with Disparity Guided Sparse Coding based on Structural Key Views,"Jie Chen, Junhui Hou, Lap-Pui Chau",http://arxiv.org/pdf/1610.03684v1,No journal ref found,none,cs.CV,Summary21653,1610.03777v1,2016-10-12T16:36:37Z,Deep disentangled representations for volumetric reconstruction,"Edward Grant, Pushmeet Kohli, Marcel van Gerven",http://arxiv.org/pdf/1610.03777v1,No journal ref found,none,cs.CV,Summary21654,1610.03782v1,2016-10-12T16:43:10Z,Video Depth-From-Defocus,"Hyeongwoo Kim, Christian Richardt, Christian Theobalt",http://arxiv.org/pdf/1610.03782v1,No journal ref found,none,cs.CV,Summary21655,1610.03898v1,2016-10-12T23:19:57Z,Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions,"Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar",http://arxiv.org/pdf/1610.03898v1,No journal ref found,none,cs.CV,Summary21656,1610.04057v1,2016-10-13T12:54:37Z,Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition,"Baotian Hu, Xin Liu, Xiangping Wu, Qingcai Chen",http://arxiv.org/pdf/1610.04057v1,No journal ref found,none,cs.CV,Summary21657,1610.04062v1,2016-10-13T13:05:41Z,Video Fill in the Blank with Merging LSTMs,"Amir Mazaheri, Dong Zhang, Mubarak Shah",http://arxiv.org/pdf/1610.04062v1,No journal ref found,none,cs.CV,Summary21658,1610.04097v1,2016-10-13T14:24:33Z,Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance,"Anant S. Vemuri, Stephane A. Nicolau, Jacques Marescaux, Luc Soler, Nicholas Ayache",http://arxiv.org/pdf/1610.04097v1,No journal ref found,none,cs.CV,Summary21659,1610.04121v1,2016-10-13T15:15:11Z,Embedded real-time stereo estimation via Semi-Global Matching on the GPU,"Daniel Hernandez-Juarez, Alejandro Chacón, Antonio Espinosa, David Vázquez, Juan Carlos Moure, Antonio Manuel López",http://arxiv.org/pdf/1610.04121v1,No journal ref found,none,cs.CV,Summary21660,1610.04124v1,2016-10-13T15:20:40Z,GPU-accelerated real-time stixel computation,"Daniel Hernandez-Juarez, Antonio Espinosa, David Vázquez, Antonio Manuel López, Juan Carlos Moure",http://arxiv.org/pdf/1610.04124v1,No journal ref found,none,cs.CV,Summary21661,1610.04256v1,2016-10-13T20:34:48Z,Assessing Threat of Adversarial Examples on Deep Neural Networks,"Abigail Graese, Andras Rozsa, Terrance E. Boult",http://arxiv.org/pdf/1610.04256v1,No journal ref found,none,cs.CV,Summary21662,1610.04261v1,2016-09-28T01:52:13Z,Improved phase-unwrapping method using geometric constraints,"Guangliang Du, Minmin Wang, Canlin Zhou, Shuchun Si, Hui Li, Zhenkun Lei, Yanjie Li",http://arxiv.org/pdf/1610.04261v1,No journal ref found,none,cs.CV,Summary21663,1610.04308v1,2016-10-14T01:25:09Z,Recurrent 3D Attentional Networks for End-to-End Active Object Recognition in Cluttered Scenes,"Min Liu, Yifei Shi, Lintao Zheng, Kai Xu",http://arxiv.org/pdf/1610.04308v1,No journal ref found,none,cs.CV,Summary21664,1610.04322v1,2016-10-14T04:17:13Z,Learning and Fusing Multimodal Features from and for Multi-task Facial Computing,"Wei Li, Zhigang Zhu",http://arxiv.org/pdf/1610.04322v1,No journal ref found,none,cs.CV,Summary21665,1610.04542v1,2016-10-14T17:18:46Z,On Duality Of Multiple Target Tracking and Segmentation,"Yicong Tian, Mubarak Shah",http://arxiv.org/pdf/1610.04542v1,No journal ref found,none,cs.CV,Summary21666,1610.04563v2,2016-10-14T18:10:04Z,Are Accuracy and Robustness Correlated?,"Andras Rozsa, Manuel Günther, Terrance E. Boult",http://arxiv.org/pdf/1610.04563v2,No journal ref found,none,cs.CV,Summary21667,1610.04575v1,2016-04-19T03:16:14Z,Comparing Face Detection and Recognition Techniques,Jyothi Korra,http://arxiv.org/pdf/1610.04575v1,No journal ref found,none,cs.CV,Summary21668,1610.04662v2,2016-10-14T22:31:34Z,Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images,"Noel Codella, Quoc-Bao Nguyen, Sharath Pankanti, David Gutman, Brian Helba, Allan Halpern, John R. Smith",http://arxiv.org/pdf/1610.04662v2,"IBM Journal of Research and Development, vol. 61, no. 4/5, 2017",none,cs.CV,Summary21669,1610.04673v2,2016-10-15T00:18:59Z,Road Curb Extraction from Mobile LiDAR Point Clouds,"Sheng Xu, Ruisheng Wang, Han Zheng",http://arxiv.org/pdf/1610.04673v2,"IEEE Transactions on Geoscience and Remote Sensing, Volume:PP , Issue: 99, 2016",none,cs.CV,Summary21670,1610.04725v1,2016-10-15T12:06:12Z,Incremental One-Class Models for Data Classification,"Takoua Kefi, Riadh Ksantini, M. Becha Kaaniche, Adel Bouhoula",http://arxiv.org/pdf/1610.04725v1,No journal ref found,none,cs.CV,Summary21671,1610.04787v1,2016-10-15T21:02:39Z,Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning,"Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen",http://arxiv.org/pdf/1610.04787v1,No journal ref found,none,cs.CV,Summary21672,1610.04805v1,2016-10-16T01:17:19Z,Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery,"Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath",http://arxiv.org/pdf/1610.04805v1,No journal ref found,none,cs.CV,Summary21673,1610.04823v1,2016-10-16T06:17:47Z,To Frontalize or Not To Frontalize: Do We Really Need Elaborate Pre-Processing to Improve Face Recognition Performance?,"Sandipan Banerjee, Joel Brogan, Janez Krizaj, Aparna Bharati, Brandon RichardWebster, Vitomir Struc, Patrick Flynn, Walter Scheirer",http://arxiv.org/pdf/1610.04823v1,No journal ref found,none,cs.CV,Summary21674,1610.04834v2,2016-10-16T09:35:36Z,Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities,"Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Inge van Uden, Clara Sanchez, Geert Litjens, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel",http://arxiv.org/pdf/1610.04834v2,No journal ref found,none,cs.CV,Summary21675,1610.04889v1,2016-10-16T17:11:58Z,Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input,"Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, Christian Theobalt",http://arxiv.org/pdf/1610.04889v1,No journal ref found,none,cs.CV,Summary21676,1610.04957v1,2016-10-17T02:51:43Z,What is the Best Way for Extracting Meaningful Attributes from Pictures?,"Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell",http://arxiv.org/pdf/1610.04957v1,No journal ref found,none,cs.CV,Summary21677,1610.04997v2,2016-10-17T08:05:12Z,Spatio-Temporal Attention Models for Grounded Video Captioning,"Mihai Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu",http://arxiv.org/pdf/1610.04997v2,No journal ref found,none,cs.CV,Summary21678,1610.05047v1,2016-10-17T11:26:19Z,Deep Learning Prototype Domains for Person Re-Identification,"Arne Schumann, Shaogang Gong, Tobias Schuchert",http://arxiv.org/pdf/1610.05047v1,No journal ref found,none,cs.CV,Summary21679,1610.05174v1,2016-08-02T02:22:42Z,Spatio-temporal Co-Occurrence Characterizations for Human Action Classification,"Aznul Qalid Md Sabri, Jacques Boonaert, Erma Rahayu Mohd Faizal Abdullah, Ali Mohammed Mansoor",http://arxiv.org/pdf/1610.05174v1,No journal ref found,none,cs.CV,Summary21680,1610.05211v1,2016-10-17T17:08:48Z,Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework,"Chun-Guang Li, Chong You, René Vidal",http://arxiv.org/pdf/1610.05211v1,No journal ref found,none,cs.CV,Summary21681,1610.05267v1,2016-09-16T18:10:18Z,Rule Extraction Algorithm for Deep Neural Networks: A Review,Tameru Hailesilassie,http://arxiv.org/pdf/1610.05267v1,"(IJCSIS) International Journal of Computer Science and Information Security,Vol. 14, No. 7, July 2016, page 371-381",none,cs.CV,Summary21682,1610.05465v1,2016-10-18T07:55:48Z,Real-time analysis of cataract surgery videos using statistical models,"Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener",http://arxiv.org/pdf/1610.05465v1,No journal ref found,none,cs.CV,Summary21683,1610.05541v2,2016-10-18T11:35:22Z,M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification,"Rémi Cadène, Thomas Robert, Nicolas Thome, Matthieu Cord",http://arxiv.org/pdf/1610.05541v2,No journal ref found,none,cs.CV,Summary21684,1610.05567v1,2016-10-18T12:26:49Z,Masters Thesis : Deep Learning for Visual Recognition,"Rémi Cadène, Nicolas Thome, Matthieu Cord",http://arxiv.org/pdf/1610.05567v1,No journal ref found,none,cs.CV,Summary21685,1610.05586v1,2016-10-18T12:56:47Z,Deep Identity-aware Transfer of Facial Attributes,"Mu Li, Wangmeng Zuo, David Zhang",http://arxiv.org/pdf/1610.05586v1,No journal ref found,none,cs.CV,Summary21686,1610.05613v1,2016-10-18T13:45:32Z,From Traditional to Modern : Domain Adaptation for Action Classification in Short Social Video Clips,"Aditya Singh, Saurabh Saini, Rajvi Shah, P J Narayanan",http://arxiv.org/pdf/1610.05613v1,"Pattern Recognition,38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings,pp 245-257",none,cs.CV,Summary21687,1610.05693v1,2016-10-18T16:13:59Z,Semantic Decomposition and Recognition of Long and Complex Manipulation Action Sequences,"Eren Erdal Aksoy, Adil Orhan, Florentin Woergoetter",http://arxiv.org/pdf/1610.05693v1,"International Journal of Computer Vision, 2016",none,cs.CV,Summary21688,1610.05834v1,2016-10-19T01:08:55Z,Lensless Imaging with Compressive Ultrafast Sensing,"Guy Satat, Matthew Tancik, Ramesh Raskar",http://arxiv.org/pdf/1610.05834v1,No journal ref found,none,cs.CV,Summary21689,1610.05854v1,2016-10-19T03:00:47Z,Mixed context networks for semantic segmentation,"Haiming Sun, Di Xie, Shiliang Pu",http://arxiv.org/pdf/1610.05854v1,No journal ref found,none,cs.CV,Summary21690,1610.05861v2,2016-10-19T04:44:51Z,StuffNet: Using Stuff to Improve Object Detection,"Samarth Brahmbhatt, Henrik I. Christensen, James Hays",http://arxiv.org/pdf/1610.05861v2,No journal ref found,none,cs.CV,Summary21691,1610.05883v1,2016-10-19T06:54:02Z,A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation,"Duc Thanh Nguyen, Binh-Son Hua, Lap-Fai Yu, Sai-Kit Yeung",http://arxiv.org/pdf/1610.05883v1,No journal ref found,none,cs.CV,Summary21692,1610.05929v1,2016-10-19T09:31:31Z,An automatic bad band preremoval algorithm for hyperspectral imagery,"Luyan Ji, Xiurui Geng, Yongchao Zhao, Fuxiang Wang",http://arxiv.org/pdf/1610.05929v1,No journal ref found,none,cs.CV,Summary21693,1610.05985v2,2016-10-19T12:43:56Z,Robust Large-scale Video Synchronization without Annotations,"Patrick Wieschollek, Ido Freeman, Hendrik P. A. Lensch",http://arxiv.org/pdf/1610.05985v2,No journal ref found,none,cs.CV,Summary21694,1610.06136v1,2016-10-19T18:10:21Z,POI: Multiple Object Tracking with High Performance Detection and Appearance Feature,"Fengwei Yu, Wenbo Li, Quanquan Li, Yu Liu, Xiaohua Shi, Junjie Yan",http://arxiv.org/pdf/1610.06136v1,"ECCV 2016 Workshops, Part II, LNCS 9914, paper approval (Chapter 3, 978-3-319-48880-6, 434776_1_En",none,cs.CV,Summary21695,1610.06204v2,2016-10-19T20:29:20Z,A Reinforcement Learning Approach to the View Planning Problem,"Mustafa Devrim Kaba, Mustafa Gokhan Uzunbas, Ser Nam Lim",http://arxiv.org/pdf/1610.06204v2,No journal ref found,none,cs.CV,Summary21696,1610.06266v1,2016-10-20T02:13:50Z,Adaptive Substring Extraction and Modified Local NBNN Scoring for Binary Feature-based Local Mobile Visual Search without False Positives,"Yusuke Uchida, Shigeyuki Sakazawa, Shinichi Satoh",http://arxiv.org/pdf/1610.06266v1,No journal ref found,none,cs.CV,Summary21697,1610.06368v1,2016-10-20T11:31:06Z,Retrieving challenging vessel connections in retinal images by line co-occurrence statistics,"Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart ter Haar Romeny",http://arxiv.org/pdf/1610.06368v1,No journal ref found,none,cs.CV,Summary21698,1610.06494v1,2016-10-20T16:38:42Z,An Image Dataset of Text Patches in Everyday Scenes,"Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein",http://arxiv.org/pdf/1610.06494v1,No journal ref found,none,cs.CV,Summary21699,1610.06666v1,2016-10-21T04:28:35Z,Short-term prediction of localized cloud motion using ground-based sky imagers,"Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler",http://arxiv.org/pdf/1610.06666v1,No journal ref found,none,cs.CV,Summary21700,1610.06669v1,2016-10-21T04:43:52Z,Scalable Pooled Time Series of Big Video Data from the Deep Web,"Chris Mattmann, Madhav Sharan",http://arxiv.org/pdf/1610.06669v1,No journal ref found,none,cs.CV,Summary21701,1610.06671v1,2016-10-21T04:46:53Z,Multi-view metric learning for multi-instance image classification,"Dewei Li, Yingjie Tian",http://arxiv.org/pdf/1610.06671v1,No journal ref found,none,cs.CV,Summary21702,1610.06740v1,2016-10-21T11:06:49Z,Model-based Outdoor Performance Capture,"Nadia Robertini, Dan Casas, Helge Rhodin, Hans-Peter Seidel, Christian Theobalt",http://arxiv.org/pdf/1610.06740v1,No journal ref found,none,cs.CV,Summary21703,1610.06756v1,2016-10-21T12:14:50Z,Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches,"Erik Rodner, Marcel Simon, Robert B. Fisher, Joachim Denzler",http://arxiv.org/pdf/1610.06756v1,No journal ref found,none,cs.CV,Summary21704,1610.06815v1,2016-10-21T15:05:16Z,Deep Models for Engagement Assessment With Scarce Label Information,"Feng Li, Guangfan Zhang, Wei Wang, Roger Xu, Tom Schnell, Jonathan Wen, Frederic McKenzie, Jiang Li",http://arxiv.org/pdf/1610.06815v1,No journal ref found,none,cs.CV,Summary21705,1610.06903v1,2016-10-21T19:33:46Z,Joint Deep Exploitation of Semantic Keywords and Visual Features for Malicious Crowd Image Classification,"Joel Levis, Hyungtae Lee, Heesung Kwon, James Michaelis, Michael Kolodny, Sungmin Eum",http://arxiv.org/pdf/1610.06903v1,No journal ref found,none,cs.CV,Summary21706,1610.06906v2,2016-10-21T19:36:49Z,Review of Action Recognition and Detection Methods,"Soo Min Kang, Richard P. Wildes",http://arxiv.org/pdf/1610.06906v2,No journal ref found,none,cs.CV,Summary21707,1610.06907v1,2016-10-21T19:38:45Z,Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification,"Yilun Cao, Hyungtae Lee, Heesung Kwon",http://arxiv.org/pdf/1610.06907v1,No journal ref found,none,cs.CV,Summary21708,1610.06924v1,2016-10-21T19:59:41Z,Automatic Image De-fencing System,Nakka Krishna Kanth,http://arxiv.org/pdf/1610.06924v1,No journal ref found,none,cs.CV,Summary21709,1610.06985v1,2016-10-22T01:44:37Z,Spectral Angle Based Unary Energy Functions for Spatial-Spectral Hyperspectral Classification using Markov Random Fields,"Utsav B. Gewali, Sildomar T. Monteiro",http://arxiv.org/pdf/1610.06985v1,No journal ref found,none,cs.CV,Summary21710,1610.06987v1,2016-10-22T01:52:12Z,Multitask Learning of Vegetation Biochemistry from Hyperspectral Data,"Utsav B. Gewali, Sildomar T. Monteiro",http://arxiv.org/pdf/1610.06987v1,No journal ref found,none,cs.CV,Summary21711,1610.07008v1,2016-10-22T07:21:26Z,Optimization on Submanifolds of Convolution Kernels in CNNs,"Mete Ozay, Takayuki Okatani",http://arxiv.org/pdf/1610.07008v1,No journal ref found,none,cs.CV,Summary21712,1610.07086v2,2016-10-22T18:41:06Z,Deep image mining for diabetic retinopathy screening,"Gwenolé Quellec, Katia Charrière, Yassine Boudi, Béatrice Cochener, Mathieu Lamard",http://arxiv.org/pdf/1610.07086v2,No journal ref found,none,cs.CV,Summary21713,1610.07126v2,2016-10-23T06:48:29Z,On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization,"Yuan Xie, Dacheng Tao, Wensheng Zhang, Lei Zhang, Yan Liu, Yanyun Qu",http://arxiv.org/pdf/1610.07126v2,No journal ref found,none,cs.CV,Summary21714,1610.07159v1,2016-10-23T12:23:30Z,Real-time Halfway Domain Reconstruction of Motion and Geometry,"Lucas Thies, Michael Zollhöfer, Christian Richardt, Christian Theobalt, Günther Greiner",http://arxiv.org/pdf/1610.07159v1,No journal ref found,none,cs.CV,Summary21715,1610.07214v1,2016-10-23T18:39:53Z,3D Hand Pose Tracking and Estimation Using Stereo Matching,"Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, Qingxiong Yang",http://arxiv.org/pdf/1610.07214v1,No journal ref found,none,cs.CV,Summary21716,1610.07238v1,2016-10-23T22:00:07Z,SPiKeS: Superpixel-Keypoints Structure for Robust Visual Tracking,"François-Xavier Derue, Guillaume-Alexandre Bilodeau, Robert Bergevin",http://arxiv.org/pdf/1610.07238v1,No journal ref found,none,cs.CV,Summary21717,1610.07324v1,2016-10-24T08:22:32Z,A coarse-to-fine algorithm for registration in 3D street-view cross-source point clouds,"Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan",http://arxiv.org/pdf/1610.07324v1,No journal ref found,none,cs.CV,Summary21718,1610.07336v1,2016-10-24T09:27:47Z,MultiCol-SLAM - A Modular Real-Time Multi-Camera SLAM System,"Steffen Urban, Stefan Hinz",http://arxiv.org/pdf/1610.07336v1,No journal ref found,none,cs.CV,Summary21719,1610.07381v1,2016-10-24T12:20:55Z,Theoretical Analysis of Active Contours on Graphs,"Christos Sakaridis, Kimon Drakopoulos, Petros Maragos",http://arxiv.org/pdf/1610.07381v1,No journal ref found,none,cs.CV,Summary21720,1610.07393v2,2016-10-24T12:56:20Z,Record Counting in Historical Handwritten Documents with Convolutional Neural Networks,"Samuele Capobianco, Simone Marinai",http://arxiv.org/pdf/1610.07393v2,No journal ref found,none,cs.CV,Summary21721,1610.07442v2,2016-10-24T14:51:47Z,Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin,"Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Mayra Bergkamp, Joost Wissink, Jiri Obels, Karlijn Keizer, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel",http://arxiv.org/pdf/1610.07442v2,Neuroimage Clin 14 (2017) 391-399,none,cs.CV,Summary21722,1610.07475v1,2016-10-24T16:22:07Z,Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation,"Siqi Bao, Albert C. S. Chung",http://arxiv.org/pdf/1610.07475v1,No journal ref found,none,cs.CV,Summary21723,1610.07488v2,2016-10-24T16:51:05Z,Laplacian regularized low rank subspace clustering,"Yu Song, Yiquan Wu",http://arxiv.org/pdf/1610.07488v2,No journal ref found,none,cs.CV,Summary21724,1610.07560v1,2016-10-24T19:24:38Z,Automated OCT Segmentation for Images with DME,"Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach, Keshab K. Parhi",http://arxiv.org/pdf/1610.07560v1,No journal ref found,none,cs.CV,Summary21725,1610.07570v1,2016-10-24T19:35:35Z,A data augmentation methodology for training machine/deep learning gait recognition algorithms,"Christoforos C. Charalambous, Anil A. Bharath",http://arxiv.org/pdf/1610.07570v1,No journal ref found,none,cs.CV,Summary21726,1610.07728v1,2016-10-25T04:31:55Z,Camera Fingerprint: A New Perspective for Identifying Users Identity,"Xiang Jiang, Shikui Wei, Ruizhen Zhao, Yao Zhao, Xindong Wu",http://arxiv.org/pdf/1610.07728v1,No journal ref found,none,cs.CV,Summary21727,1610.07804v1,2016-10-25T09:42:57Z,"mdBrief - A Fast Online Adaptable, Distorted Binary Descriptor for Real-Time Applications Using Calibrated Wide-Angle Or Fisheye Cameras","Steffen Urban, Stefan Hinz",http://arxiv.org/pdf/1610.07804v1,No journal ref found,none,cs.CV,Summary21728,1610.07882v1,2016-10-25T14:04:11Z,Maxmin convolutional neural networks for image classification,"Michael Blot, Matthieu Cord, Nicolas Thome",http://arxiv.org/pdf/1610.07882v1,No journal ref found,none,cs.CV,Summary21729,1610.07931v1,2016-10-25T15:56:13Z,Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm,"Seth D. Billings, Ayushi Sinha, Austin Reiter, Simon Leonard, Masaru Ishii, Gregory D. Hager, Russell H. Taylor",http://arxiv.org/pdf/1610.07931v1,"Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part III. Vol. 9902, pp. 133-141",none,cs.CV,Summary21730,1610.07935v1,2016-10-25T15:57:41Z,PATH: Person Authentication using Trace Histories,"Upal Mahbub, Rama Chellappa",http://arxiv.org/pdf/1610.07935v1,"The 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (IEEE UEMCON), New York, USA, 2016",none,cs.CV,Summary21731,1610.07940v1,2016-10-25T16:02:42Z,End-to-end Learning of Deep Visual Representations for Image Retrieval,"Albert Gordo, Jon Almazan, Jerome Revaud, Diane Larlus",http://arxiv.org/pdf/1610.07940v1,No journal ref found,none,cs.CV,Summary21732,1610.08119v1,2016-10-25T23:36:57Z,Predicting First Impressions with Deep Learning,"Mel McCurrie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel Anthony, Walter Scheirer",http://arxiv.org/pdf/1610.08119v1,No journal ref found,none,cs.CV,Summary21733,1610.08133v1,2016-10-26T01:02:01Z,Incremental Nonparametric Weighted Feature Extraction for OnlineSubspace Pattern Classification,"Hamid Abrishami Moghaddam, Elaheh Raisi",http://arxiv.org/pdf/1610.08133v1,No journal ref found,none,cs.CV,Summary21734,1610.08400v1,2016-10-26T16:28:15Z,"Video Analysis of ""YouTube Funnies"" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept","Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Ashraf",http://arxiv.org/pdf/1610.08400v1,No journal ref found,none,cs.CV,Summary21735,1610.08436v1,2016-10-26T17:49:49Z,Estimating the concentration of gold nanoparticles incorporated on Natural Rubber membranes using Multi-Level Starlet Optimal Segmentation,"Alexandre Fioravante de Siqueira, Flávio Camargo Cabrera, Aylton Pagamisse, Aldo Eloizo Job",http://arxiv.org/pdf/1610.08436v1,J Nanopart Res (2014) 16: 2809,none,cs.CV,Summary21736,1610.08481v2,2016-10-26T19:41:37Z,Mask-off: Synthesizing Face Images in the Presence of Head-mounted Displays,"Yajie Zhao, Qingguo Xu, Xinyu Huang, Ruigang Yang",http://arxiv.org/pdf/1610.08481v2,No journal ref found,none,cs.CV,Summary21737,1610.08589v1,2016-10-27T01:32:57Z,Iterative Inversion of Deformation Vector Fields with Feedback Control,"Abhishek Kumar Dubey, Alexandros-Stavros Iliopoulos, Xiaobai Sun, Fang-Fang Yin, Lei Ren",http://arxiv.org/pdf/1610.08589v1,No journal ref found,none,cs.CV,Summary21738,1610.08606v1,2016-10-27T03:58:17Z,Fast Low-rank Shared Dictionary Learning for Image Classification,"Tiep Vu, Vishal Monga",http://arxiv.org/pdf/1610.08606v1,No journal ref found,none,cs.CV,Summary21739,1610.08616v1,2016-10-27T05:05:42Z,Joint Detection and Tracking for Multipath Targets: A Variational Bayesian Approach,"Hua Lan, Shuai Sun, Zengfu Wang, Quan Pan, Zhishan Zhang",http://arxiv.org/pdf/1610.08616v1,No journal ref found,none,cs.CV,Summary21740,1610.08619v2,2016-10-27T05:17:14Z,Exploiting Structure Sparsity for Covariance-based Visual Representation,"Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li",http://arxiv.org/pdf/1610.08619v2,No journal ref found,none,cs.CV,Summary21741,1610.08808v1,2016-01-08T13:04:30Z,Automated Management of Pothole related Disasters Using Image Processing and Geotagging,"Madhura Katageri, Manisha Mandal, Mansi Gandhi, Navin Koregaonkar, Prof. Sharmila Sengupta",http://arxiv.org/pdf/1610.08808v1,"International Journal of Computer Science and Information Technology (IJCSIT) December 2015, volume 7, number 6",none,cs.CV,Summary21742,1610.08844v2,2016-10-27T15:42:08Z,Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016,"Andru P. Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy",http://arxiv.org/pdf/1610.08844v2,No journal ref found,none,cs.CV,Summary21743,1610.08851v1,2016-10-27T15:51:53Z,Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016,"Andru P. Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy",http://arxiv.org/pdf/1610.08851v1,No journal ref found,none,cs.CV,Summary21744,1610.08854v1,2016-10-27T15:54:41Z,Tool and Phase recognition using contextual CNN features,"Manish Sahu, Anirban Mukhopadhyay, Angelika Szengel, Stefan Zachow",http://arxiv.org/pdf/1610.08854v1,No journal ref found,none,cs.CV,Summary21745,1610.08871v1,2016-10-27T16:30:15Z,Detecting People in Artwork with CNNs,"Nicholas Westlake, Hongping Cai, Peter Hall",http://arxiv.org/pdf/1610.08871v1,No journal ref found,none,cs.CV,Summary21746,1610.09013v1,2016-10-27T20:57:42Z,Compressive Holographic Video,"Zihao Wang, Leonidas Spinoulas, Kuan He, Huaijin Chen, Lei Tian, Aggelos K. Katsaggelos, Oliver Cossairt",http://arxiv.org/pdf/1610.09013v1,No journal ref found,none,cs.CV,Summary21747,1610.09032v1,2016-10-27T23:23:56Z,Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures,"Felix Gonda, Verena Kaynig, Ray Thouis, Daniel Haehn, Jeff Lichtman, Toufiq Parag, Hanspeter Pfister",http://arxiv.org/pdf/1610.09032v1,No journal ref found,none,cs.CV,Summary21748,1610.09087v1,2016-10-28T06:21:06Z,Recent advances in content based video copy detection,"Sanket Shinde, Girija Chiddarwar",http://arxiv.org/pdf/1610.09087v1,No journal ref found,none,cs.CV,Summary21749,1610.09157v1,2016-10-28T10:25:11Z,Towards automatic pulmonary nodule management in lung cancer screening with deep learning,"Francesco Ciompi, Kaman Chung, Sarah J. van Riel, Arnaud Arindra Adiyoso Setio, Paul K. Gerke, Colin Jacobs, Ernst Th. Scholten, Cornelia Schaefer-Prokop, Mathilde M. W. Wille, Alfonso Marchiano, Ugo Pastorino, Mathias Prokop, Bram van Ginneken",http://arxiv.org/pdf/1610.09157v1,No journal ref found,none,cs.CV,Summary21750,1610.09204v1,2016-10-28T13:26:55Z,Judging a Book By its Cover,"Brian Kenji Iwana, Seiichi Uchida",http://arxiv.org/pdf/1610.09204v1,No journal ref found,none,cs.CV,Summary21751,1610.09237v1,2016-10-28T14:31:02Z,Learnable Visual Markers,"Oleg Grinchuk, Vadim Lebedev, Victor Lempitsky",http://arxiv.org/pdf/1610.09237v1,No journal ref found,none,cs.CV,Summary21752,1610.09278v1,2016-10-28T15:36:58Z,The TUM LapChole dataset for the M2CAI 2016 workflow challenge,"Ralf Stauder, Daniel Ostler, Michael Kranzfelder, Sebastian Koller, Hubertus Feußner, Nassir Navab",http://arxiv.org/pdf/1610.09278v1,No journal ref found,none,cs.CV,Summary21753,1610.09334v1,2016-10-28T18:15:31Z,Real-time Online Action Detection Forests using Spatio-temporal Contexts,"Seungryul Baek, Kwang In Kim, Tae-Kyun Kim",http://arxiv.org/pdf/1610.09334v1,No journal ref found,none,cs.CV,Summary21754,1610.09414v1,2016-10-28T21:56:52Z,Learning Adaptive Parameter Tuning for Image Processing,"Jingming Dong, Iuri Frosio, Jan Kautz",http://arxiv.org/pdf/1610.09414v1,No journal ref found,none,cs.CV,Summary21755,1610.09455v1,2016-10-29T04:59:24Z,Selective De-noising of Sparse-Coloured Images,Arjun Chaudhuri,http://arxiv.org/pdf/1610.09455v1,No journal ref found,none,cs.CV,Summary21756,1610.09498v1,2016-10-29T12:38:41Z,A MAP-MRF filter for phase-sensitive coil combination in autocalibrating partially parallel susceptibility weighted MRI,"Sreekanth Madhusoodhanan, Joseph Suresh Paul",http://arxiv.org/pdf/1610.09498v1,No journal ref found,none,cs.CV,Summary21757,1610.09520v1,2016-10-29T14:54:28Z,Multi-Camera Occlusion and Sudden-Appearance-Change Detection Using Hidden Markovian Chains,Xudong Ma,http://arxiv.org/pdf/1610.09520v1,No journal ref found,none,cs.CV,Summary21758,1610.09582v1,2016-10-29T23:51:24Z,Diversity Promoting Online Sampling for Streaming Video Summarization,"Rushil Anirudh, Ahnaf Masroor, Pavan Turaga",http://arxiv.org/pdf/1610.09582v1,No journal ref found,none,cs.CV,Summary21759,1610.09615v1,2016-10-30T07:54:19Z,Compressed Learning: A Deep Neural Network Approach,"Amir Adler, Michael Elad, Michael Zibulevsky",http://arxiv.org/pdf/1610.09615v1,No journal ref found,none,cs.CV,Summary21760,1610.09645v1,2016-10-30T13:24:54Z,Accurate Deep Representation Quantization with Gradient Snapping Layer for Similarity Search,"Shicong Liu, Hongtao Lu",http://arxiv.org/pdf/1610.09645v1,No journal ref found,none,cs.CV,Summary21761,1610.09652v1,2016-10-30T14:17:05Z,Visual Tracking via Boolean Map Representations,"Kaihua Zhang, Qingshan Liu, Ming-Hsuan Yang",http://arxiv.org/pdf/1610.09652v1,No journal ref found,none,cs.CV,Summary21762,1610.09712v1,2016-10-30T21:14:15Z,Real-Time Image Distortion Correction: Analysis and Evaluation of FPGA-Compatible Algorithms,"Paolo Di Febbo, Stefano Mattoccia, Carlo Dal Mutto",http://arxiv.org/pdf/1610.09712v1,No journal ref found,none,cs.CV,Summary21763,1610.09736v2,2016-10-31T00:02:56Z,A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction,"Eunhee Kang, Junhong Min, Jong Chul Ye",http://arxiv.org/pdf/1610.09736v2,No journal ref found,none,cs.CV,Summary21764,1610.09766v1,2016-10-31T03:04:48Z,A New Distance Measure for Non-Identical Data with Application to Image Classification,"Muthukaruppan Swaminathan, Pankaj Kumar Yadav, Obdulio Piloto, Tobias Sjöblom, Ian Cheong",http://arxiv.org/pdf/1610.09766v1,No journal ref found,none,cs.CV,Summary21765,1610.09816v1,2016-10-31T08:06:50Z,Robust Gait Recognition by Integrating Inertial and RGBD Sensors,"Qin Zou, Lihao Ni, Qian Wang, Qingquan Li, Song Wang",http://arxiv.org/pdf/1610.09816v1,No journal ref found,none,cs.CV,Summary21766,1610.10033v1,2016-10-31T17:57:23Z,A Detailed Rubric for Motion Segmentation,"Pia Bideau, Erik Learned-Miller",http://arxiv.org/pdf/1610.10033v1,No journal ref found,none,cs.CV,Summary21767,1610.10048v1,2016-10-31T18:21:13Z,Bi-modal First Impressions Recognition using Temporally Ordered Deep Audio and Stochastic Visual Features,"Arulkumar Subramaniam, Vismay Patel, Ashish Mishra, Prashanth Balasubramanian, Anurag Mittal",http://arxiv.org/pdf/1610.10048v1,No journal ref found,none,cs.CV,Summary21768,1611.00135v1,2016-11-01T05:48:05Z,A Benchmark Dataset and Saliency-guided Stacked Autoencoder for Video-based Salient Object Detection,"Jia Li, Changqun Xia, Xiaowu Chen",http://arxiv.org/pdf/1611.00135v1,No journal ref found,none,cs.CV,Summary21769,1611.00142v2,2016-11-01T06:57:58Z,Deep fusion of visual signatures for client-server facial analysis,"Binod Bhattarai, Gaurav Sharma, Frederic Jurie",http://arxiv.org/pdf/1611.00142v2,No journal ref found,none,cs.CV,Summary21770,1611.00148v1,2016-11-01T07:19:50Z,Best-Buddies Tracking,"Shaul Oron, Denis Suhanov, Shai Avidan",http://arxiv.org/pdf/1611.00148v1,No journal ref found,none,cs.CV,Summary21771,1611.00218v1,2016-11-01T13:29:38Z,Sliding Dictionary Based Sparse Representation For Action Recognition,"Yashas Annadani, D L Rakshith, Soma Biswas",http://arxiv.org/pdf/1611.00218v1,No journal ref found,none,cs.CV,Summary21772,1611.00284v3,2016-11-01T16:06:07Z,Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification,"Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William Christmas, Xiao-Jun Wu",http://arxiv.org/pdf/1611.00284v3,No journal ref found,none,cs.CV,Summary21773,1611.00393v1,2016-11-01T21:09:16Z,Solving Visual Madlibs with Multiple Cues,"Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg",http://arxiv.org/pdf/1611.00393v1,No journal ref found,none,cs.CV,Summary21774,1611.00421v1,2016-11-01T23:17:55Z,Flood-Filling Networks,"Michał Januszewski, Jeremy Maitin-Shepard, Peter Li, Jörgen Kornfeld, Winfried Denk, Viren Jain",http://arxiv.org/pdf/1611.00421v1,No journal ref found,none,cs.CV,Summary21775,1611.00468v1,2016-11-02T04:42:40Z,CRF-CNN: Modeling Structured Information in Human Pose Estimation,"Xiao Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang",http://arxiv.org/pdf/1611.00468v1,No journal ref found,none,cs.CV,Summary21776,1611.00471v1,2016-11-02T05:17:03Z,Dual Attention Networks for Multimodal Reasoning and Matching,"Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim",http://arxiv.org/pdf/1611.00471v1,No journal ref found,none,cs.CV,Summary21777,1611.00684v1,2016-11-02T16:54:39Z,Wearable Vision Detection of Environmental Fall Risks using Convolutional Neural Networks,"Mina Nouredanesh, Andrew McCormick, Sunil L. Kukreja, James Tung",http://arxiv.org/pdf/1611.00684v1,No journal ref found,none,cs.CV,Summary21778,1611.00822v1,2016-11-02T21:48:32Z,Learning Deep Embeddings with Histogram Loss,"Evgeniya Ustinova, Victor Lempitsky",http://arxiv.org/pdf/1611.00822v1,No journal ref found,none,cs.CV,Summary21779,1611.00850v2,2016-11-03T00:10:42Z,Optical Flow Estimation using a Spatial Pyramid Network,"Anurag Ranjan, Michael J. Black",http://arxiv.org/pdf/1611.00850v2,No journal ref found,none,cs.CV,Summary21780,1611.00851v1,2016-11-03T00:17:48Z,An All-In-One Convolutional Neural Network for Face Analysis,"Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo, Rama Chellappa",http://arxiv.org/pdf/1611.00851v1,No journal ref found,none,cs.CV,Summary21781,1611.00931v1,2016-11-03T09:41:38Z,Rough Set Based Color Channel Selection,"Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler",http://arxiv.org/pdf/1611.00931v1,No journal ref found,none,cs.CV,Summary21782,1611.00960v1,2016-11-03T11:32:46Z,Adaptive mixed norm optical flow estimation,"Vania V. Estrela, Matthias O. Franz, Ricardo T. Lopes, G. P. De Araujo",http://arxiv.org/pdf/1611.00960v1,"Proc. SPIE 5960, Visual Communications and Image Processing 2005, 59603W, July 31, 2006, Beijing, China",none,cs.CV,Summary21783,1611.01195v1,2016-11-03T21:12:55Z,Integrating Atlas and Graph Cut Methods for LV Segmentation from Cardiac Cine MRI,"Shusil Dangi, Nathan Cahill, Cristian A. Linte",http://arxiv.org/pdf/1611.01195v1,No journal ref found,none,cs.CV,Summary21784,1611.01298v1,2016-11-04T09:51:21Z,Regularized Pel-Recursive Motion Estimation Using Generalized Cross-Validation and Spatial Adaptation,"Vania V. Estrela, Luis A. Rivera, Paulo C. Beggio, Ricardo T. Lopes",http://arxiv.org/pdf/1611.01298v1,No journal ref found,none,cs.CV,Summary21785,1611.01408v3,2016-11-04T15:09:24Z,Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting,"Mariano Tepper, Guillermo Sapiro",http://arxiv.org/pdf/1611.01408v3,No journal ref found,none,cs.CV,Summary21786,1611.01421v1,2016-11-04T15:25:13Z,STDP-based spiking deep neural networks for object recognition,"Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon J Thorpe, Timothée Masquelier",http://arxiv.org/pdf/1611.01421v1,No journal ref found,none,cs.CV,Summary21787,1611.01484v1,2016-11-04T18:37:41Z,UMDFaces: An Annotated Face Dataset for Training Deep Networks,"Ankan Bansal, Anirudh Nanduri, Carlos Castillo, Rajeev Ranjan, Rama Chellappa",http://arxiv.org/pdf/1611.01484v1,No journal ref found,none,cs.CV,Summary21788,1611.01584v2,2016-11-05T01:42:39Z,Efficient Branching Cascaded Regression for Face Alignment under Significant Head Rotation,"Brandon M. Smith, Charles R. Dyer",http://arxiv.org/pdf/1611.01584v2,No journal ref found,none,cs.CV,Summary21789,1611.01640v1,2016-11-05T12:44:40Z,What Is the Best Practice for CNNs Applied to Visual Instance Retrieval?,"Jiedong Hao, Jing Dong, Wei Wang, Tieniu Tan",http://arxiv.org/pdf/1611.01640v1,No journal ref found,none,cs.CV,Summary21790,1611.01642v1,2016-11-05T12:47:32Z,GPU-based Pedestrian Detection for Autonomous Driving,"Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M. López",http://arxiv.org/pdf/1611.01642v1,International Conference on Computational Science 2016 Volume 80 Pages 2377 to 2381,none,cs.CV,Summary21791,1611.01646v1,2016-11-05T13:12:29Z,Boosting Image Captioning with Attributes,"Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei",http://arxiv.org/pdf/1611.01646v1,No journal ref found,none,cs.CV,Summary21792,1611.01730v1,2016-11-06T05:56:12Z,Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration,"Henrique Tomaz Amaral-Silva, Luiz Otavio Murta-Jr, Paulo Mazzoncini de Azevedo-Marques, Lauro Wichert-Ana, V. B. Surya Prasath, Colin Studholme",http://arxiv.org/pdf/1611.01730v1,No journal ref found,none,cs.CV,Summary21793,1611.01731v1,2016-11-06T06:46:50Z,Deep Label Distribution Learning with Label Ambiguity,"Bin-Bin Gao, Chao Xing, Chen-Wei Xie, Jianxin Wu, Xin Geng",http://arxiv.org/pdf/1611.01731v1,No journal ref found,none,cs.CV,Summary21794,1611.01751v1,2016-11-06T10:32:37Z,Deep Convolutional Neural Network Features and the Original Image,"Connor J. Parde, Carlos Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. OToole",http://arxiv.org/pdf/1611.01751v1,No journal ref found,none,cs.CV,Summary21795,1611.01773v3,2016-11-06T13:20:06Z,The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs,"Yong Guo, Mingkui Tan, Qingyao Wu, Jian Chen, Anton Van Den Hengel, Qinfeng Shi",http://arxiv.org/pdf/1611.01773v3,No journal ref found,none,cs.CV,Summary21796,1611.01872v1,2016-11-07T02:01:29Z,Action2Activity: Recognizing Complex Activities from Sensor Data,"Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S Rosenblum",http://arxiv.org/pdf/1611.01872v1,No journal ref found,none,cs.CV,Summary21797,1611.01962v1,2016-11-07T10:02:49Z,High-Resolution Semantic Labeling with Convolutional Neural Networks,"Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez",http://arxiv.org/pdf/1611.01962v1,No journal ref found,none,cs.CV,Summary21798,1611.01982v2,2016-11-07T10:53:29Z,Chinese/English mixed Character Segmentation as Semantic Segmentation,"Huabin Zheng, Jingyu Wang, Zhengjie Huang, Yang Yang, Rong Pan",http://arxiv.org/pdf/1611.01982v2,No journal ref found,none,cs.CV,Summary21799,1611.02064v2,2016-11-07T14:16:18Z,A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation,"Avijit Dasgupta, Sonam Singh",http://arxiv.org/pdf/1611.02064v2,No journal ref found,none,cs.CV,Summary21800,1611.02102v2,2016-11-07T15:20:59Z,Texture and Color-based Image Retrieval Using the Local Extrema Features and Riemannian Distance,"Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun, Julien Michel",http://arxiv.org/pdf/1611.02102v2,No journal ref found,none,cs.CV,Summary21801,1611.02155v1,2016-11-07T16:17:16Z,Spatiotemporal Residual Networks for Video Action Recognition,"Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes",http://arxiv.org/pdf/1611.02155v1,No journal ref found,none,cs.CV,Summary21802,1611.02200v1,2016-11-07T18:14:57Z,Unsupervised Cross-Domain Image Generation,"Yaniv Taigman, Adam Polyak, Lior Wolf",http://arxiv.org/pdf/1611.02200v1,No journal ref found,none,cs.CV,Summary21803,1611.02260v1,2016-11-07T20:40:57Z,Meat adulteration detection through digital image analysis of histological cuts using LBP,"João J. de Macedo Neto, Jefersson A. dos Santos, William Robson Schwartz",http://arxiv.org/pdf/1611.02260v1,No journal ref found,none,cs.CV,Summary21804,1611.02302v2,2016-10-11T18:37:33Z,Quantum spectral analysis: bandwidth at time,Mario Mastriani,http://arxiv.org/pdf/1611.02302v2,No journal ref found,none,cs.CV,Summary21805,1611.02364v1,2016-11-08T02:20:09Z,Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic,"Yuebin Yang, Guillaume-Alexandre Bilodeau",http://arxiv.org/pdf/1611.02364v1,No journal ref found,none,cs.CV,Summary21806,1611.02447v2,2016-11-08T09:35:17Z,Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks,"Pichao Wang, Zhaoyang Li, Yonghong Hou, Wanqing Li",http://arxiv.org/pdf/1611.02447v2,No journal ref found,none,cs.CV,Summary21807,1611.02525v1,2016-11-08T14:17:13Z,The Loss Surface of Residual Networks: Ensembles and the Role of Batch Normalization,"Etai Littwin, Lior Wolf",http://arxiv.org/pdf/1611.02525v1,No journal ref found,none,cs.CV,Summary21808,1611.02644v1,2016-11-08T18:22:31Z,Multispectral Deep Neural Networks for Pedestrian Detection,"Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas",http://arxiv.org/pdf/1611.02644v1,No journal ref found,none,cs.CV,Summary21809,1611.02730v1,2016-10-26T22:38:48Z,Robust Cardiac Motion Estimation using Ultrafast Ultrasound Data: A Low-Rank-Topology-Preserving Approach,"Angelica I. Aviles, Thomas Widlak, Alicia Casals, Maartje M. Nillesen, Habib Ammari",http://arxiv.org/pdf/1611.02730v1,No journal ref found,none,cs.CV,Summary21810,1611.02767v1,2016-11-08T23:18:50Z,A backward pass through a CNN using a generative model of its activations,"Huayan Wang, Anna Chen, Yi Liu, Dileep George, D. Scott Phoenix",http://arxiv.org/pdf/1611.02767v1,No journal ref found,none,cs.CV,Summary21811,1611.02776v1,2016-11-08T23:59:16Z,Deep Convolutional Neural Network for 6-DOF Image Localization,"Daoyuan Jia, Yongchi Su, Chunping Li",http://arxiv.org/pdf/1611.02776v1,No journal ref found,none,cs.CV,Summary21812,1611.02788v1,2016-11-09T01:12:38Z,Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data,"Xinghua Lou, Ken Kansky, Wolfgang Lehrach, CC Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George",http://arxiv.org/pdf/1611.02788v1,Advances in Neural Information Processing Systems 2016,none,cs.CV,Summary21813,1611.02803v1,2016-11-09T02:54:59Z,Semi-Supervised Recognition of the Diploglossus Millepunctatus Lizard Species using Artificial Vision Algorithms,"Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Juan M. Daza",http://arxiv.org/pdf/1611.02803v1,No journal ref found,none,cs.CV,Summary21814,1611.02886v1,2016-11-09T10:59:58Z,"Node-Adapt, Path-Adapt and Tree-Adapt:Model-Transfer Domain Adaptation for Random Forest","Azadeh S. Mozafari, David Vazquez, Mansour Jamzad, Antonio M. Lopez",http://arxiv.org/pdf/1611.02886v1,No journal ref found,none,cs.CV,Summary21815,1611.03059v1,2016-11-09T19:46:49Z,Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space,"Abhay Shah, Junjie Bai, Michael D. Abramoff, Xiaodong Wu",http://arxiv.org/pdf/1611.03059v1,No journal ref found,none,cs.CV,Summary21816,1611.03217v1,2016-11-10T08:37:05Z,Real Time Video Analysis using Smart Phone Camera for Stroboscopic Image,"Somnath Mukherjee, Soumyajit Ganguly",http://arxiv.org/pdf/1611.03217v1,No journal ref found,none,cs.CV,Summary21817,1611.03268v1,2016-11-10T11:39:34Z,Error concealment by means of motion refinement and regularized Bregman divergence,"Alessandra M. Coelho, Vania V. Estrela, Felipe P. do Carmo, Sandro R. Fernandes",http://arxiv.org/pdf/1611.03268v1,No journal ref found,none,cs.CV,Summary21818,1611.03270v1,2016-11-10T11:58:52Z,Detecting Moving Regions in CrowdCam Images,"Adi Dafni, Yael Moses, Shai Avidan",http://arxiv.org/pdf/1611.03270v1,No journal ref found,none,cs.CV,Summary21819,1611.03313v1,2016-11-10T14:32:24Z,X-ray Scattering Image Classification Using Deep Learning,"Boyu Wang, Kevin Yager, Dantong Yu, Minh Hoai",http://arxiv.org/pdf/1611.03313v1,No journal ref found,none,cs.CV,Summary21820,1611.03318v1,2016-11-10T14:42:28Z,Variables effecting photomosaic reconstruction and ortho-rectification from aerial survey datasets,"Jonathan Byrne, Debra Laefer",http://arxiv.org/pdf/1611.03318v1,No journal ref found,none,cs.CV,Summary21821,1611.03341v1,2016-09-12T07:34:44Z,Fast Algorithm of High-resolution Microwave Imaging Using the Non-parametric Generalized Reflectivity Model,"Long Gang Wang, Lianlin Li, Tie Jun Cui",http://arxiv.org/pdf/1611.03341v1,No journal ref found,none,cs.CV,Summary21822,1611.03469v1,2016-11-10T20:16:57Z,Evaluating Urbanization from Satellite and Aerial Images by means of a statistical approach to the texture analysis,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1611.03469v1,No journal ref found,none,cs.CV,Summary21823,1611.03566v2,2016-11-11T02:23:32Z,Construction Inspection through Spatial Database,"Ahmad Hasan, Ashraf Qadir, Ian Nordeng, Jeremiah Neubert",http://arxiv.org/pdf/1611.03566v2,No journal ref found,none,cs.CV,Summary21824,1611.03589v1,2016-11-11T05:17:56Z,Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification,"Qingshan Liu, Renlong Hang, Huihui Song, Fuping Zhu, Javier Plaza, Antonio Plaza",http://arxiv.org/pdf/1611.03589v1,No journal ref found,none,cs.CV,Summary21825,1611.03591v1,2016-11-11T05:31:42Z,Learning Multi-Scale Deep Features for High-Resolution Satellite Image Classification,"Qingshan Liu, Renlong Hang, Huihui Song, Zhi Li",http://arxiv.org/pdf/1611.03591v1,No journal ref found,none,cs.CV,Summary21826,1611.03679v1,2016-11-11T12:35:08Z,Deep Convolutional Neural Network for Inverse Problems in Imaging,"Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser",http://arxiv.org/pdf/1611.03679v1,No journal ref found,none,cs.CV,Summary21827,1611.03749v1,2016-11-11T15:37:06Z,MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors,"Ertunc Erdil, Sinan Yıldırım, Müjdat Çetin, Tolga Taşdizen",http://arxiv.org/pdf/1611.03749v1,No journal ref found,none,cs.CV,Summary21828,1611.03873v1,2016-11-11T21:00:58Z,Effective sparse representation of X-Ray medical images,Laura Rebollo-Neira,http://arxiv.org/pdf/1611.03873v1,No journal ref found,none,cs.CV,Summary21829,1611.03915v2,2016-11-11T23:58:06Z,When Fashion Meets Big Data: Discriminative Mining of Best Selling Clothing Features,"Kuan-Ting Chen, Jiebo Luo",http://arxiv.org/pdf/1611.03915v2,No journal ref found,none,cs.CV,Summary21830,1611.03968v2,2016-11-12T08:15:26Z,Autonomous Learning Framework Based on Online Hybrid Classifier for Multi-view Object Detection in Video,"Dapeng Luo, Zhipeng Zeng, Longsheng Wei, Yongwen Liu, Chen Luo, Jun Chen, Nong Sang",http://arxiv.org/pdf/1611.03968v2,No journal ref found,none,cs.CV,Summary21831,1611.03999v1,2016-11-12T13:39:55Z,Optimized clothes segmentation to boost gender classification in unconstrained scenarios,"D. Freire-Obregón, M. Castrillón-Santana, J. Lorenzo-Navarro",http://arxiv.org/pdf/1611.03999v1,No journal ref found,none,cs.CV,Summary21832,1611.04076v2,2016-11-13T03:38:28Z,Least Squares Generative Adversarial Networks,"Xudong Mao, Qing Li, Haoran Xie, Raymond Y. K. Lau, Zhen Wang",http://arxiv.org/pdf/1611.04076v2,No journal ref found,none,cs.CV,Summary21833,1611.04135v2,2016-11-13T13:32:11Z,Automated Inference on Criminality using Face Images,"Xiaolin Wu, Xi Zhang",http://arxiv.org/pdf/1611.04135v2,No journal ref found,none,cs.CV,Summary21834,1611.04138v1,2016-11-13T14:02:54Z,Hand Gesture Recognition for Contactless Device Control in Operating Rooms,"Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian",http://arxiv.org/pdf/1611.04138v1,No journal ref found,none,cs.CV,Summary21835,1611.04144v1,2016-11-13T15:31:31Z,Semi-Dense 3D Semantic Mapping from Monocular SLAM,"Xuanpeng Li, Rachid Belaroussi",http://arxiv.org/pdf/1611.04144v1,No journal ref found,none,cs.CV,Summary21836,1611.04215v2,2016-11-14T01:10:21Z,Convolutional Regression for Visual Tracking,"Kai Chen, Wenbing Tao",http://arxiv.org/pdf/1611.04215v2,No journal ref found,none,cs.CV,Summary21837,1611.04246v1,2016-11-14T04:13:37Z,Multi-Shot Mining Semantic Part Concepts in CNNs,"Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu",http://arxiv.org/pdf/1611.04246v1,No journal ref found,none,cs.CV,Summary21838,1611.04251v1,2016-11-14T04:57:18Z,Baseline CNN structure analysis for facial expression recognition,"Minchul Shin, Munsang Kim, Dong-Soo Kwon",http://arxiv.org/pdf/1611.04251v1,No journal ref found,none,cs.CV,Summary21839,1611.04298v1,2016-11-14T09:40:38Z,A DNN Framework For Text Image Rectification From Planar Transformations,"Chengzhe Yan, Jie Hu, Changshui Zhang",http://arxiv.org/pdf/1611.04298v1,No journal ref found,none,cs.CV,Summary21840,1611.04353v2,2016-11-14T12:13:58Z,Herding Generalizes Diverse M -Best Solutions,"Ece Ozkan, Gemma Roig, Orcun Goksel, Xavier Boix",http://arxiv.org/pdf/1611.04353v2,No journal ref found,none,cs.CV,Summary21841,1611.04357v1,2016-11-14T12:22:34Z,Selfie Detection by Synergy-Constraint Based Convolutional Neural Network,"Yashas Annadani, Vijayakrishna Naganoor, Akshay Kumar Jagadish, Krishnan Chemmangat",http://arxiv.org/pdf/1611.04357v1,No journal ref found,none,cs.CV,Summary21842,1611.04413v1,2016-11-14T15:17:48Z,Automatic discovery of discriminative parts as a quadratic assignment problem,"Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frederic Jurie",http://arxiv.org/pdf/1611.04413v1,No journal ref found,none,cs.CV,Summary21843,1611.04481v1,2016-11-14T17:13:29Z,Can fully convolutional networks perform well for general image restoration problems?,"Subhajit Chaudhury, Hiya Roy",http://arxiv.org/pdf/1611.04481v1,No journal ref found,none,cs.CV,Summary21844,1611.04519v2,2016-11-14T19:01:06Z,Fast Task-Specific Target Detection via Graph Based Constraints Representation and Checking,"Went Luan, Yezhou Yang, Cornelia Fermuller, John S. Baras",http://arxiv.org/pdf/1611.04519v2,No journal ref found,none,cs.CV,Summary21845,1611.04534v1,2016-11-14T19:21:33Z,3-D Convolutional Neural Networks for Glioblastoma Segmentation,"Darvin Yi, Mu Zhou, Zhao Chen, Olivier Gevaert",http://arxiv.org/pdf/1611.04534v1,No journal ref found,none,cs.CV,Summary21846,1611.04782v1,2016-11-15T10:47:12Z,Feature Extraction and Soft Computing Methods for Aerospace Structure Defect Classification,"Gianni DAngelo, Salvatore Rampone",http://arxiv.org/pdf/1611.04782v1,"Measurement Volume 85, May 2016, Pages 192-209",none,cs.CV,Summary21847,1611.04849v1,2016-11-15T14:19:06Z,Deeply supervised salient object detection with short connections,"Qibin Hou, Ming-Ming Cheng, Xiao-Wei Hu, Ali Borji, Zhuowen Tu, Philip Torr",http://arxiv.org/pdf/1611.04849v1,No journal ref found,none,cs.CV,Summary21848,1611.04850v1,2016-11-15T14:19:42Z,Scale-constrained Unsupervised Evaluation Method for Multi-scale Image Segmentation,"Yuhang Lu, Youchuan Wan, Gang Li",http://arxiv.org/pdf/1611.04850v1,No journal ref found,none,cs.CV,Summary21849,1611.04899v1,2016-11-15T15:56:08Z,Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction,"Yilin Song, Jonathan Viventi, Yao Wang",http://arxiv.org/pdf/1611.04899v1,No journal ref found,none,cs.CV,Summary21850,1611.04905v1,2016-11-15T16:02:58Z,CIFAR-10: KNN-based Ensemble of Classifiers,"Yehya Abouelnaga, Ola S. Ali, Hager Rady, Mohamed Moustafa",http://arxiv.org/pdf/1611.04905v1,No journal ref found,none,cs.CV,Summary21851,1611.04994v1,2016-11-15T19:22:58Z,One-to-Many Network for Visually Pleasing Compression Artifacts Reduction,"Jun Guo, Hongyang Chao",http://arxiv.org/pdf/1611.04994v1,No journal ref found,none,cs.CV,Summary21852,1611.05003v1,2016-11-15T19:49:21Z,Light Field Stitching for Extended Synthetic Aperture,"M. Umair Mukati, Bahadir K. Gunturk",http://arxiv.org/pdf/1611.05003v1,No journal ref found,none,cs.CV,Summary21853,1611.05008v1,2016-11-15T20:04:40Z,Hybrid Light Field Imaging for Improved Spatial Resolution and Depth Range,"M. Zeshan Alam, Bahadir K. Gunturk",http://arxiv.org/pdf/1611.05008v1,No journal ref found,none,cs.CV,Summary21854,1611.05009v3,2016-11-15T20:05:45Z,OctNet: Learning Deep 3D Representations at High Resolutions,"Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger",http://arxiv.org/pdf/1611.05009v3,No journal ref found,none,cs.CV,Summary21855,1611.05053v1,2016-11-15T21:08:15Z,Learning Detailed Face Reconstruction from a Single Image,"Elad Richardson, Matan Sela, Roy Or-El, Ron Kimmel",http://arxiv.org/pdf/1611.05053v1,No journal ref found,none,cs.CV,Summary21856,1611.05088v2,2016-11-15T22:51:43Z,Learning a Deep Embedding Model for Zero-Shot Learning,"Li Zhang, Tao Xiang, Shaogang Gong",http://arxiv.org/pdf/1611.05088v2,No journal ref found,none,cs.CV,Summary21857,1611.05109v2,2016-11-16T01:10:41Z,Low-rank Bilinear Pooling for Fine-Grained Classification,"Shu Kong, Charless Fowlkes",http://arxiv.org/pdf/1611.05109v2,No journal ref found,none,cs.CV,Summary21858,1611.05113v1,2016-11-16T01:33:51Z,Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations,"Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum",http://arxiv.org/pdf/1611.05113v1,No journal ref found,none,cs.CV,Summary21859,1611.05125v2,2016-11-16T02:56:24Z,Learning To Score Olympic Events,"Paritosh Parmar, Brendan Tran Morris",http://arxiv.org/pdf/1611.05125v2,No journal ref found,none,cs.CV,Summary21860,1611.05128v1,2016-11-16T03:00:40Z,Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning,"Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze",http://arxiv.org/pdf/1611.05128v1,No journal ref found,none,cs.CV,Summary21861,1611.05134v1,2016-11-16T03:31:25Z,Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation,"Yu-An Chung, Hsuan-Tien Lin",http://arxiv.org/pdf/1611.05134v1,No journal ref found,none,cs.CV,Summary21862,1611.05148v1,2016-11-16T05:19:50Z,Variational Deep Embedding: A Generative Approach to Clustering,"Zhuxi jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou",http://arxiv.org/pdf/1611.05148v1,No journal ref found,none,cs.CV,Summary21863,1611.05198v3,2016-11-16T09:58:37Z,One-Shot Video Object Segmentation,"Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool",http://arxiv.org/pdf/1611.05198v3,No journal ref found,none,cs.CV,Summary21864,1611.05203v1,2016-11-16T10:13:06Z,Will People Like Your Image?,"Katharina Schwarz, Patrick Wieschollek, Hendrik P. A. Lensch",http://arxiv.org/pdf/1611.05203v1,No journal ref found,none,cs.CV,Summary21865,1611.05215v1,2016-11-16T10:40:30Z,Joint Network based Attention for Action Recognition,"Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang",http://arxiv.org/pdf/1611.05215v1,No journal ref found,none,cs.CV,Summary21866,1611.05216v1,2016-11-16T10:49:43Z,shuttleNet: A biologically-inspired RNN with loop connection and parameter sharing,"Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang",http://arxiv.org/pdf/1611.05216v1,No journal ref found,none,cs.CV,Summary21867,1611.05244v2,2016-11-16T12:14:09Z,Deep Transfer Learning for Person Re-identification,"Mengyue Geng, Yaowei Wang, Tao Xiang, Yonghong Tian",http://arxiv.org/pdf/1611.05244v2,No journal ref found,none,cs.CV,Summary21868,1611.05250v1,2016-11-16T12:25:08Z,Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation,"Jose Caballero, Christian Ledig, Andrew Aitken, Alejandro Acosta, Johannes Totz, Zehan Wang, Wenzhe Shi",http://arxiv.org/pdf/1611.05250v1,No journal ref found,none,cs.CV,Summary21869,1611.05267v1,2016-11-16T13:19:19Z,Temporal Convolutional Networks for Action Segmentation and Detection,"Colin Lea, Michael D. Flynn, Rene Vidal, Austin Reiter, Gregory D. Hager",http://arxiv.org/pdf/1611.05267v1,No journal ref found,none,cs.CV,Summary21870,1611.05271v1,2016-11-16T13:36:45Z,DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification,"Shu Zhang, Ran He, Tieniu Tan",http://arxiv.org/pdf/1611.05271v1,No journal ref found,none,cs.CV,Summary21871,1611.05301v1,2016-11-16T14:57:19Z,Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search,"Tu Bui, Leonardo Ribeiro, Moacir Ponti, John Collomosse",http://arxiv.org/pdf/1611.05301v1,No journal ref found,none,cs.CV,Summary21872,1611.05319v2,2016-11-16T15:30:58Z,"Guidefill: GPU Accelerated, Artist Guided Geometric Inpainting for 3D Conversion","L. Robert Hocking, Russell MacKenzie, Carola-Bibiane Schoenlieb",http://arxiv.org/pdf/1611.05319v2,No journal ref found,none,cs.CV,Summary21873,1611.05321v2,2016-11-16T15:33:12Z,"Bootstrap, Review, Decode: Using Out-of-Domain Textual Data to Improve Image Captioning","Wenhu Chen, Aurelien Lucchi, Thomas Hofmann",http://arxiv.org/pdf/1611.05321v2,No journal ref found,none,cs.CV,Summary21874,1611.05335v1,2016-11-16T15:53:12Z,Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels,"Gedas Bertasius, Stella X. Yu, Jianbo Shi",http://arxiv.org/pdf/1611.05335v1,No journal ref found,none,cs.CV,Summary21875,1611.05345v2,2016-11-16T16:23:51Z,Weakly Supervised Top-down Salient Object Detection,"Hisham Cholakkal, Jubin Johnson, Deepu Rajan",http://arxiv.org/pdf/1611.05345v2,No journal ref found,none,cs.CV,Summary21876,1611.05358v2,2016-11-16T16:53:46Z,Lip Reading Sentences in the Wild,"Joon Son Chung, Andrew Senior, Oriol Vinyals, Andrew Zisserman",http://arxiv.org/pdf/1611.05358v2,No journal ref found,none,cs.CV,Summary21877,1611.05365v2,2016-11-16T17:01:27Z,Am I a Baller? Basketball Skill Assessment using First-Person Cameras,"Gedas Bertasius, Stella X. Yu, Hyun Soo Park, Jianbo Shi",http://arxiv.org/pdf/1611.05365v2,No journal ref found,none,cs.CV,Summary21878,1611.05396v1,2016-11-16T18:18:07Z,Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting,"Zhen-Hua Feng, Josef Kittler, William Christmas, Patrik Huber, Xiao-Jun Wu",http://arxiv.org/pdf/1611.05396v1,No journal ref found,none,cs.CV,Summary21879,1611.05418v2,2016-11-16T19:45:54Z,VisualBackProp: visualizing CNNs for autonomous driving,"Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Bernhard Firner, Larry Jackel, Urs Muller, Karol Zieba",http://arxiv.org/pdf/1611.05418v2,No journal ref found,none,cs.CV,Summary21880,1611.05424v1,2016-11-16T20:04:28Z,Associative Embedding:End-to-End Learning for Joint Detection and Grouping,"Alejandro Newell, Jia Deng",http://arxiv.org/pdf/1611.05424v1,No journal ref found,none,cs.CV,Summary21881,1611.05431v1,2016-11-16T20:34:42Z,Aggregated Residual Transformations for Deep Neural Networks,"Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He",http://arxiv.org/pdf/1611.05431v1,No journal ref found,none,cs.CV,Summary21882,1611.05435v2,2016-11-16T20:46:38Z,Convolutional Gated Recurrent Networks for Video Segmentation,"Mennatullah Siam, Sepehr Valipour, Martin Jagersand, Nilanjan Ray",http://arxiv.org/pdf/1611.05435v2,No journal ref found,none,cs.CV,Summary21883,1611.05476v1,2016-11-16T21:50:11Z,Self-calibration-based Approach to Critical Motion Sequences of Rolling-shutter Structure from Motion,"Eisuke Ito, Takayuki Okatani",http://arxiv.org/pdf/1611.05476v1,No journal ref found,none,cs.CV,Summary21884,1611.05490v1,2016-11-16T22:39:59Z,Semantic Regularisation for Recurrent Image Annotation,"Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun",http://arxiv.org/pdf/1611.05490v1,No journal ref found,none,cs.CV,Summary21885,1611.05503v1,2016-11-16T23:33:38Z,On the Exploration of Convolutional Fusion Networks for Visual Recognition,"Yu Liu, Yanming Guo, Michael S. Lew",http://arxiv.org/pdf/1611.05503v1,No journal ref found,none,cs.CV,Summary21886,1611.05507v1,2016-11-16T23:56:27Z,Deep Feature Interpolation for Image Content Changes,"Paul Upchurch, Jacob Gardner, Kavita Bala, Robert Pless, Noah Snavely, Kilian Weinberger",http://arxiv.org/pdf/1611.05507v1,No journal ref found,none,cs.CV,Summary21887,1611.05520v2,2016-11-17T01:08:56Z,Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation,"Mohammad Sadegh Aliakbarian, Fatemehsadat Saleh, Basura Fernando, Mathieu Salzmann, Lars Petersson, Lars Andersson",http://arxiv.org/pdf/1611.05520v2,No journal ref found,none,cs.CV,Summary21888,1611.05588v1,2016-11-17T06:57:01Z,Instance-aware Image and Sentence Matching with Selective Multimodal LSTM,"Yan Huang, Wei Wang, Liang Wang",http://arxiv.org/pdf/1611.05588v1,No journal ref found,none,cs.CV,Summary21889,1611.05592v1,2016-11-17T07:24:03Z,Multimodal Memory Modelling for Video Captioning,"Junbo Wang, Wei Wang, Yan Huang, Liang Wang, Tieniu Tan",http://arxiv.org/pdf/1611.05592v1,No journal ref found,none,cs.CV,Summary21890,1611.05594v1,2016-11-17T07:39:46Z,SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning,"Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Tat-Seng Chua",http://arxiv.org/pdf/1611.05594v1,No journal ref found,none,cs.CV,Summary21891,1611.05603v1,2016-11-17T08:20:23Z,Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization,"Kai Yu, Biao Leng, Zhang Zhang, Dangwei Li, Kaiqi Huang",http://arxiv.org/pdf/1611.05603v1,No journal ref found,none,cs.CV,Summary21892,1611.05666v2,2016-11-17T12:59:22Z,A Discriminatively Learned CNN Embedding for Person Re-identification,"Zhedong Zheng, Liang Zheng, Yi Yang",http://arxiv.org/pdf/1611.05666v2,No journal ref found,none,cs.CV,Summary21893,1611.05689v1,2016-11-17T14:14:02Z,End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo,"Andrey Kuzmin, Dmitry Mikushin, Victor Lempitsky",http://arxiv.org/pdf/1611.05689v1,No journal ref found,none,cs.CV,Summary21894,1611.05705v1,2016-11-17T14:39:53Z,DSAC - Differentiable RANSAC for Camera Localization,"Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother",http://arxiv.org/pdf/1611.05705v1,No journal ref found,none,cs.CV,Summary21895,1611.05708v2,2016-11-17T14:40:53Z,Fusing 2D Uncertainty and 3D Cues for Monocular Body Pose Estimation,"Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann, Pascal Fua",http://arxiv.org/pdf/1611.05708v2,No journal ref found,none,cs.CV,Summary21896,1611.05709v1,2016-11-17T14:40:57Z,Factorized Bilinear Models for Image Recognition,"Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou",http://arxiv.org/pdf/1611.05709v1,No journal ref found,none,cs.CV,Summary21897,1611.05720v1,2016-11-17T14:54:33Z,Hard-Aware Deeply Cascaded Embedding,"Yuhui Yuan, Kuiyuan Yang, Chao Zhang",http://arxiv.org/pdf/1611.05720v1,No journal ref found,none,cs.CV,Summary21898,1611.05725v1,2016-11-17T15:00:42Z,PolyNet: A Pursuit of Structural Diversity in Very Deep Networks,"Xingcheng Zhang, Zhizhong Li, Chen Change Loy, Dahua Lin",http://arxiv.org/pdf/1611.05725v1,No journal ref found,none,cs.CV,Summary21899,1611.05742v1,2016-11-17T15:37:23Z,Building Deep Networks on Grassmann Manifolds,"Zhiwu Huang, Jiqing Wu, Luc Van Gool",http://arxiv.org/pdf/1611.05742v1,No journal ref found,none,cs.CV,Summary21900,1611.05744v1,2016-11-17T15:50:36Z,Compensating for Large In-Plane Rotations in Natural Images,"Lokesh Boominathan, Suraj Srinivas, R. Venkatesh Babu",http://arxiv.org/pdf/1611.05744v1,No journal ref found,none,cs.CV,Summary21901,1611.05755v1,2016-11-17T16:05:11Z,Cross-Domain Face Verification: Matching ID Document and Self-Portrait Photographs,"Guilherme Folego, Marcus A. Angeloni, José Augusto Stuchi, Alan Godoy, Anderson Rocha",http://arxiv.org/pdf/1611.05755v1,No journal ref found,none,cs.CV,Summary21902,1611.05760v1,2016-11-17T16:17:10Z,Examining the Impact of Blur on Recognition by Convolutional Networks,"Igor Vasiljevic, Ayan Chakrabarti, Gregory Shakhnarovich",http://arxiv.org/pdf/1611.05760v1,No journal ref found,none,cs.CV,Summary21903,1611.05777v1,2016-11-17T16:52:41Z,DeeperBind: Enhancing Prediction of Sequence Specificities of DNA Binding Proteins,"Hamid Reza Hassanzadeh, May D. Wang",http://arxiv.org/pdf/1611.05777v1,No journal ref found,none,cs.CV,Summary21904,1611.05799v1,2016-11-17T17:35:21Z,The Freiburg Groceries Dataset,"Philipp Jund, Nichola Abdo, Andreas Eitel, Wolfram Burgard",http://arxiv.org/pdf/1611.05799v1,No journal ref found,none,cs.CV,Summary21905,1611.05837v1,2016-11-17T20:01:05Z,AutoScaler: Scale-Attention Networks for Visual Correspondence,"Shenlong Wang, Linjie Luo, Ning Zhang, Jia Li",http://arxiv.org/pdf/1611.05837v1,No journal ref found,none,cs.CV,Summary21906,1611.05842v1,2016-11-17T20:11:51Z,Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey,"D. K. Prasad, D. Rajan, L. Rachmawati, E. Rajabaly, C. Quek",http://arxiv.org/pdf/1611.05842v1,No journal ref found,none,cs.CV,Summary21907,1611.05915v1,2016-11-17T22:02:06Z,Generative One-Class Models for Text-based Person Retrieval in Forensic Applications,"David Gerónimo, Hedvig Kjellström",http://arxiv.org/pdf/1611.05915v1,No journal ref found,none,cs.CV,Summary21908,1611.05916v3,2016-11-17T22:03:35Z,Squared Earth Movers Distance-based Loss for Training Deep Neural Networks,"Le Hou, Chen-Ping Yu, Dimitris Samaras",http://arxiv.org/pdf/1611.05916v3,No journal ref found,none,cs.CV,Summary21909,1611.05927v1,2016-11-17T22:55:09Z,"Generalized BackPropagation, Étude De Cas: Orthogonality","Mehrtash Harandi, Basura Fernando",http://arxiv.org/pdf/1611.05927v1,No journal ref found,none,cs.CV,Summary21910,1611.05939v2,2016-11-18T01:11:17Z,SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing,"Ao Ren, Ji Li, Zhe Li, Caiwen Ding, Xuehai Qian, Qinru Qiu, Bo Yuan, Yanzhi Wang",http://arxiv.org/pdf/1611.05939v2,No journal ref found,none,cs.CV,Summary21911,1611.05964v3,2016-11-18T03:28:11Z,Reweighted Low-Rank Tensor Completion and its Applications in Video Recovery,"Baburaj M., Sudhish N. George",http://arxiv.org/pdf/1611.05964v3,No journal ref found,none,cs.CV,Summary21912,1611.05971v1,2016-11-18T04:37:26Z,"To Find the Symmetry Plane in Any Dimension, Reflect, Register, and Compute a -1 Eigenvector","Marcelo Cicconet, David G. C. Hildebrand, Hunter Elliott",http://arxiv.org/pdf/1611.05971v1,No journal ref found,none,cs.CV,Summary21913,1611.06009v1,2016-11-18T08:49:28Z,Fuzzy Statistical Matrices for Cell Classification,"Guillaume Thibault, Izhak Shafran",http://arxiv.org/pdf/1611.06009v1,No journal ref found,none,cs.CV,Summary21914,1611.06011v1,2016-11-18T09:00:22Z,Online Visual Multi-Object Tracking via Labeled Random Finite Set Filtering,"Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo",http://arxiv.org/pdf/1611.06011v1,No journal ref found,none,cs.CV,Summary21915,1611.06013v2,2016-11-18T09:09:56Z,Improving training of deep neural networks via Singular Value Bounding,Kui Jia,http://arxiv.org/pdf/1611.06013v2,No journal ref found,none,cs.CV,Summary21916,1611.06026v1,2016-11-18T10:06:58Z,Cross Domain Knowledge Transfer for Person Re-identification,"Qiqi Xiao, Kelei Cao, Haonan Chen, Fangyue Peng, Chi Zhang",http://arxiv.org/pdf/1611.06026v1,No journal ref found,none,cs.CV,Summary21917,1611.06067v1,2016-11-18T13:33:28Z,An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data,"Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu",http://arxiv.org/pdf/1611.06067v1,No journal ref found,none,cs.CV,Summary21918,1611.06069v1,2016-11-18T13:41:22Z,DeepVO: A Deep Learning approach for Monocular Visual Odometry,"Vikram Mohanty, Shubh Agrawal, Shaswat Datta, Arna Ghosh, Vishnu Dutt Sharma, Debashish Chakravarty",http://arxiv.org/pdf/1611.06069v1,No journal ref found,none,cs.CV,Summary21919,1611.06158v1,2016-11-18T17:06:22Z,AFFACT - Alignment Free Facial Attribute Classification Technique,"Manuel Günther, Andras Rozsa, Terrance E. Boult",http://arxiv.org/pdf/1611.06158v1,No journal ref found,none,cs.CV,Summary21920,1611.06159v1,2016-11-18T17:09:14Z,End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance,"Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang",http://arxiv.org/pdf/1611.06159v1,No journal ref found,none,cs.CV,Summary21921,1611.06179v3,2016-11-18T17:59:23Z,Exploring LOTS in Deep Neural Networks,"Andras Rozsa, Manuel Günther, Terrance E. Boult",http://arxiv.org/pdf/1611.06179v3,No journal ref found,none,cs.CV,Summary21922,1611.06203v1,2016-11-18T19:32:03Z,Ear Recognition: More Than a Survey,"Žiga Emeršič, Vitomir Štruc, Peter Peer",http://arxiv.org/pdf/1611.06203v1,No journal ref found,none,cs.CV,Summary21923,1611.06284v2,2016-11-19T00:20:38Z,Understanding Anatomy Classification Through Visualization,"Devinder Kumar, Vlado Menkovski",http://arxiv.org/pdf/1611.06284v2,No journal ref found,none,cs.CV,Summary21924,1611.06296v1,2016-11-19T02:51:48Z,A Bayesian approach to type-specific conic fitting,Matthew Collett,http://arxiv.org/pdf/1611.06296v1,No journal ref found,none,cs.CV,Summary21925,1611.06301v1,2016-11-19T04:27:28Z,Inferring Restaurant Styles by Mining Crowd Sourced Photos from User-Review Websites,"Haofu Liao, Yucheng Li, Tianran Hu, Jiebo Luo",http://arxiv.org/pdf/1611.06301v1,No journal ref found,none,cs.CV,Summary21926,1611.06307v1,2016-11-19T05:27:12Z,Multi-Scale Saliency Detection using Dictionary Learning,"Shubham Pachori, Shanmugananthan Raman",http://arxiv.org/pdf/1611.06307v1,No journal ref found,none,cs.CV,Summary21927,1611.06345v3,2016-11-19T11:43:43Z,Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification,"Woong Bae, Jaejun Yoo, Jong Chul Ye",http://arxiv.org/pdf/1611.06345v3,No journal ref found,none,cs.CV,Summary21928,1611.06362v1,2016-11-19T13:24:10Z,Ordinal Constrained Binary Code Learning for Nearest Neighbor Search,"Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang",http://arxiv.org/pdf/1611.06362v1,No journal ref found,none,cs.CV,Summary21929,1611.06391v2,2016-11-19T16:05:43Z,Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis,"Yo Seob Han, Jaejun Yoo, Jong Chul Ye",http://arxiv.org/pdf/1611.06391v2,No journal ref found,none,cs.CV,Summary21930,1611.06395v1,2016-11-19T16:10:03Z,Semantic tracking: Single-target tracking with inter-supervised convolutional networks,"Jingjing Xiao, Qiang Lan, Linbo Qiao, Ales Leonardis",http://arxiv.org/pdf/1611.06395v1,No journal ref found,none,cs.CV,Summary21931,1611.06403v1,2016-11-19T17:23:15Z,Deep Outdoor Illumination Estimation,"Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde",http://arxiv.org/pdf/1611.06403v1,No journal ref found,none,cs.CV,Summary21932,1611.06430v1,2016-11-19T21:02:14Z,Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks,"Emily Denton, Sam Gross, Rob Fergus",http://arxiv.org/pdf/1611.06430v1,No journal ref found,none,cs.CV,Summary21933,1611.06448v2,2016-11-19T23:23:32Z,PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition,"Brandon RichardWebster, Samuel E. Anthony, Walter J. Scheirer",http://arxiv.org/pdf/1611.06448v2,No journal ref found,none,cs.CV,Summary21934,1611.06467v1,2016-11-20T03:45:34Z,On The Stability of Video Detection and Tracking,"Hong Zhang, Naiyan Wang",http://arxiv.org/pdf/1611.06467v1,No journal ref found,none,cs.CV,Summary21935,1611.06473v1,2016-11-20T05:50:57Z,LCNN: Lookup-based Convolutional Neural Network,"Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi",http://arxiv.org/pdf/1611.06473v1,No journal ref found,none,cs.CV,Summary21936,1611.06474v1,2016-11-20T05:54:06Z,Nazr-CNN: Object Detection and Fine-Grained Classification in Crowdsourced UAV Images,"N. Attari, F. Ofli, M. Awad, J. Lucas, S. Chawla",http://arxiv.org/pdf/1611.06474v1,No journal ref found,none,cs.CV,Summary21937,1611.06495v1,2016-11-20T10:25:06Z,Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution,"Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson Lau, Ming-Hsuan Yang",http://arxiv.org/pdf/1611.06495v1,No journal ref found,none,cs.CV,Summary21938,1611.06596v2,2016-11-20T21:20:32Z,Object Recognition with and without Objects,"Zhuotun Zhu, Lingxi Xie, Alan L. Yuille",http://arxiv.org/pdf/1611.06596v2,No journal ref found,none,cs.CV,Summary21939,1611.06612v3,2016-11-20T23:39:52Z,RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation,"Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid",http://arxiv.org/pdf/1611.06612v3,No journal ref found,none,cs.CV,Summary21940,1611.06638v1,2016-11-21T03:22:23Z,Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding,"Jose Lezama, Qiang Qiu, Guillermo Sapiro",http://arxiv.org/pdf/1611.06638v1,No journal ref found,none,cs.CV,Summary21941,1611.06641v2,2016-11-21T03:43:22Z,Phrase Localization and Visual Relationship Detection with Comprehensive Linguistic Cues,"Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik",http://arxiv.org/pdf/1611.06641v2,No journal ref found,none,cs.CV,Summary21942,1611.06642v1,2016-11-21T03:53:30Z,Cascaded Face Alignment via Intimacy Definition Feature,"Hailiang Li, Kin-Man Lam, Edmond M. Y. Chiu, Kangheng Wu, Zhibin Lei",http://arxiv.org/pdf/1611.06642v1,No journal ref found,none,cs.CV,Summary21943,1611.06646v1,2016-11-21T04:35:45Z,Self-Supervised Video Representation Learning With Odd-One-Out Networks,"Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould",http://arxiv.org/pdf/1611.06646v1,No journal ref found,none,cs.CV,Summary21944,1611.06656v1,2016-11-21T05:42:13Z,ResFeats: Residual Network Based Features for Image Classification,"Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel",http://arxiv.org/pdf/1611.06656v1,No journal ref found,none,cs.CV,Summary21945,1611.06661v2,2016-11-21T06:13:20Z,Gland Instance Segmentation Using Deep Multichannel Neural Networks,"Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang",http://arxiv.org/pdf/1611.06661v2,No journal ref found,none,cs.CV,Summary21946,1611.06674v1,2016-11-21T08:02:50Z,Estimation of respiratory pattern from video using selective ensemble aggregation,"A. P. Prathosh, Pragathi Praveena, Lalit K. Mestha, Sanjay Bharadwaj",http://arxiv.org/pdf/1611.06674v1,No journal ref found,none,cs.CV,Summary21947,1611.06678v1,2016-11-21T08:27:31Z,Deep Temporal Linear Encoding Networks,"Ali Diba, Vivek Sharma, Luc Van Gool",http://arxiv.org/pdf/1611.06678v1,No journal ref found,none,cs.CV,Summary21948,1611.06683v1,2016-11-21T08:48:47Z,Covariate conscious approach for Gait recognition based upon Zernike moment invariants,"Himanshu Aggarwal, Dinesh K. Vishwakarma",http://arxiv.org/pdf/1611.06683v1,No journal ref found,none,cs.CV,Summary21949,1611.06689v2,2016-11-21T09:16:21Z,Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition,"Jiali Duan, Shuai Zhou, Jun Wan, Xiaoyuan Guo, Stan Z. Li",http://arxiv.org/pdf/1611.06689v2,No journal ref found,none,cs.CV,Summary21950,1611.06748v1,2016-11-21T12:09:06Z,Crowd Counting by Adapting Convolutional Neural Networks with Side Information,"Di Kang, Debarun Dhar, Antoni B. Chan",http://arxiv.org/pdf/1611.06748v1,No journal ref found,none,cs.CV,Summary21951,1611.06764v1,2016-11-21T12:55:30Z,Efficient Convolutional Neural Network with Binary Quantization Layer,"Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi, Lucio Marcenaro, Carlo Regazzoni",http://arxiv.org/pdf/1611.06764v1,No journal ref found,none,cs.CV,Summary21952,1611.06779v1,2016-11-21T13:35:15Z,TextBoxes: A Fast Text Detector with a Single Deep Neural Network,"Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu",http://arxiv.org/pdf/1611.06779v1,No journal ref found,none,cs.CV,Summary21953,1611.06878v1,2016-11-21T16:19:30Z,SANet: Structure-Aware Network for Visual Tracking,"Heng Fan, Haibin Ling",http://arxiv.org/pdf/1611.06878v1,No journal ref found,none,cs.CV,Summary21954,1611.06880v1,2016-11-21T16:21:20Z,The subset-matched Jaccard index for evaluation of Segmentation for Plant Images,"Jonathan Bell, Hannah M. Dee",http://arxiv.org/pdf/1611.06880v1,No journal ref found,none,cs.CV,Summary21955,1611.06906v1,2016-11-21T17:08:44Z,Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization,"Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst, Thomas Schultz",http://arxiv.org/pdf/1611.06906v1,No journal ref found,none,cs.CV,Summary21956,1611.06939v1,2016-11-21T18:43:20Z,Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning,"Zeynettin Akkus, Issa Ali, Jiri Sedlar, Timothy L. Kline, Jay P. Agrawal, Ian F. Parney, Caterina Giannini, Bradley J. Erickson",http://arxiv.org/pdf/1611.06939v1,No journal ref found,none,cs.CV,Summary21957,1611.06949v1,2016-11-21T18:58:58Z,Dense Captioning with Joint Inference and Visual Context,"Linjie Yang, Kevin Tang, Jianchao Yang, Li-Jia Li",http://arxiv.org/pdf/1611.06949v1,No journal ref found,none,cs.CV,Summary21958,1611.06962v3,2016-11-21T19:24:58Z,Sampled Image Tagging and Retrieval Methods on User Generated Content,"Karl Ni, Kyle Zaragoza, Charles Foster, Carmen Carrano, Barry Chen, Yonas Tesfaye, Alex Gude",http://arxiv.org/pdf/1611.06962v3,No journal ref found,none,cs.CV,Summary21959,1611.06969v1,2016-11-21T19:44:50Z,Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification,"Raphael Prates, William Robson Schwartz",http://arxiv.org/pdf/1611.06969v1,No journal ref found,none,cs.CV,Summary21960,1611.06987v1,2016-11-21T20:09:18Z,Precise Relaxation of the Mumford-Shah Functional,"Thomas Möllenhoff, Daniel Cremers",http://arxiv.org/pdf/1611.06987v1,No journal ref found,none,cs.CV,Summary21961,1611.07004v1,2016-11-21T20:48:16Z,Image-to-Image Translation with Conditional Adversarial Networks,"Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros",http://arxiv.org/pdf/1611.07004v1,No journal ref found,none,cs.CV,Summary21962,1611.07136v1,2016-11-22T03:21:05Z,Cascaded Neural Networks with Selective Classifiers and its evaluation using Lung X-ray CT Images,"Masaharu Sakamoto, Hiroki Nakano",http://arxiv.org/pdf/1611.07136v1,No journal ref found,none,cs.CV,Summary21963,1611.07143v1,2016-11-22T04:24:00Z,Learning Multi-level Features For Sensor-based Human Action Recognition,"Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang",http://arxiv.org/pdf/1611.07143v1,No journal ref found,none,cs.CV,Summary21964,1611.07145v1,2016-11-22T05:12:19Z,Learning Multi-level Deep Representations for Image Emotion Classification,"Tianrong Rao, Min Xu, Dong Xu",http://arxiv.org/pdf/1611.07145v1,No journal ref found,none,cs.CV,Summary21965,1611.07212v1,2016-11-22T09:27:30Z,Recurrent Attention Models for Depth-Based Person Identification,"Albert Haque, Alexandre Alahi, Li Fei-Fei",http://arxiv.org/pdf/1611.07212v1,No journal ref found,none,cs.CV,Summary21966,1611.07231v1,2016-11-22T10:08:54Z,A Spatial and Temporal Non-Local Filter Based Data Fusion,"Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang",http://arxiv.org/pdf/1611.07231v1,No journal ref found,none,cs.CV,Summary21967,1611.07285v2,2016-11-22T12:58:24Z,Active learning with version spaces for object detection,"Soumya Roy, Vinay P. Namboodiri, Arijit Biswas",http://arxiv.org/pdf/1611.07285v2,No journal ref found,none,cs.CV,Summary21968,1611.07289v2,2016-11-22T13:21:14Z,PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI,"Amir Alansary, Bernhard Kainz, Martin Rajchl, Maria Murgasova, Mellisa Damodaram, David F. A. Lloyd, Alice Davidson, Steven G. McDonagh, Mary Rutherford, Joseph V. Hajnal, Daniel Rueckert",http://arxiv.org/pdf/1611.07289v2,No journal ref found,none,cs.CV,Summary21969,1611.07385v1,2016-11-22T16:12:03Z,Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading,"Xiao Yang, Dafang He, Wenyi Huang, Zihan Zhou, Alex Ororbia, Dan Kifer, C. Lee Giles",http://arxiv.org/pdf/1611.07385v1,No journal ref found,none,cs.CV,Summary21970,1611.07485v1,2016-11-22T19:43:24Z,Scene Labeling using Recurrent Neural Networks with Explicit Long Range Contextual Dependency,"Qiangui Huang, Weiyue Wang, Kevin Zhou, Suya You, Ulrich Neumann",http://arxiv.org/pdf/1611.07485v1,No journal ref found,none,cs.CV,Summary21971,1611.07544v1,2016-11-22T21:33:07Z,Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model,"Qixiang Ye, Tianliang Zhang, Qiang Qiu, Baochang Zhang, Jie Chen, Guillermo Sapiro",http://arxiv.org/pdf/1611.07544v1,No journal ref found,none,cs.CV,Summary21972,1611.07559v1,2016-11-22T22:28:37Z,Sar image despeckling based on nonlocal similarity sparse decomposition,"Chengwei Sang, Hong Sun, Quisong Xia",http://arxiv.org/pdf/1611.07559v1,No journal ref found,none,cs.CV,Summary21973,1611.07573v1,2016-11-22T22:54:05Z,Relaxed Earth Movers Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning,"Manuel Martinez, Monica Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen",http://arxiv.org/pdf/1611.07573v1,No journal ref found,none,cs.CV,Summary21974,1611.07583v2,2016-11-22T23:51:03Z,Alternating Direction Graph Matching,"D. Khuê Lê-Huu, Nikos Paragios",http://arxiv.org/pdf/1611.07583v2,No journal ref found,none,cs.CV,Summary21975,1611.07593v2,2016-11-23T01:13:37Z,Learning Joint Feature Adaptation for Zero-Shot Recognition,"Ziming Zhang, Venkatesh Saligrama",http://arxiv.org/pdf/1611.07593v2,No journal ref found,none,cs.CV,Summary21976,1611.07596v1,2016-11-23T01:28:43Z,Fast Fourier Color Constancy,"Jonathan T. Barron, Yun-Ta Tsai",http://arxiv.org/pdf/1611.07596v1,No journal ref found,none,cs.CV,Summary21977,1611.07635v1,2016-11-23T04:23:49Z,T-CONV: A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction,"Jianming Lv, Qing Li, Xintong Wang",http://arxiv.org/pdf/1611.07635v1,No journal ref found,none,cs.CV,Summary21978,1611.07675v1,2016-11-23T07:59:59Z,Video Captioning with Transferred Semantic Attributes,"Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei",http://arxiv.org/pdf/1611.07675v1,No journal ref found,none,cs.CV,Summary21979,1611.07688v2,2016-11-23T08:45:49Z,UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones,"Daniela Micucci, Marco Mobilio, Paolo Napoletano",http://arxiv.org/pdf/1611.07688v2,No journal ref found,none,cs.CV,Summary21980,1611.07700v1,2016-11-23T09:30:50Z,3D Menagerie: Modeling the 3D shape and pose of animals,"Silvia Zuffi, Angjoo Kanazawa, David Jacobs, Michael J. Black",http://arxiv.org/pdf/1611.07700v1,No journal ref found,none,cs.CV,Summary21981,1611.07703v2,2016-11-23T09:38:09Z,Partly first among equals: Semantic part-based benchmarking for state-of-the-art object recognition systems,"Ravi Kiran Sarvadevabhatla, Shanthakumar Venkatraman, R. Venkatesh Babu",http://arxiv.org/pdf/1611.07703v2,No journal ref found,none,cs.CV,Summary21982,1611.07709v1,2016-11-23T09:53:57Z,Fully Convolutional Instance-aware Semantic Segmentation,"Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei",http://arxiv.org/pdf/1611.07709v1,No journal ref found,none,cs.CV,Summary21983,1611.07715v1,2016-11-23T10:06:30Z,Deep Feature Flow for Video Recognition,"Xizhou Zhu, Yuwen Xiong, Jifeng Dai, Lu Yuan, Yichen Wei",http://arxiv.org/pdf/1611.07715v1,No journal ref found,none,cs.CV,Summary21984,1611.07718v1,2016-11-23T10:08:40Z,On the Connection of Deep Fusion to Ensembling,"Liming Zhao, Jingdong Wang, Xi Li, Zhuowen Tu, Wenjun Zeng",http://arxiv.org/pdf/1611.07718v1,No journal ref found,none,cs.CV,Summary21985,1611.07727v2,2016-11-23T10:30:06Z,Pose-Track: Joint Multi-Person Pose Estimation and Tracking,"Umar Iqbal, Anton Milan, Juergen Gall",http://arxiv.org/pdf/1611.07727v2,No journal ref found,none,cs.CV,Summary21986,1611.07752v1,2016-11-23T11:53:15Z,Convergence Analysis of MAP based Blur Kernel Estimation,"Sunghyun Cho, Seungyong Lee",http://arxiv.org/pdf/1611.07752v1,No journal ref found,none,cs.CV,Summary21987,1611.07759v1,2016-11-23T12:08:38Z,Multi-View 3D Object Detection Network for Autonomous Driving,"Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia",http://arxiv.org/pdf/1611.07759v1,No journal ref found,none,cs.CV,Summary21988,1611.07791v1,2016-11-23T13:48:07Z,Object Detection using Image Processing,"Fares Jalled, Ilia Voronkov",http://arxiv.org/pdf/1611.07791v1,No journal ref found,none,cs.CV,Summary21989,1611.07807v2,2016-11-23T14:20:17Z,Learning Invariant Representations Of Planar Curves,"Gautam Pai, Aaron Wetzler, Ron Kimmel",http://arxiv.org/pdf/1611.07807v2,No journal ref found,none,cs.CV,Summary21990,1611.07810v2,2016-11-23T14:22:51Z,A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering,"Tegan Maharaj, Nicolas Ballas, Anna Rohrbach, Aaron Courville, Christopher Pal",http://arxiv.org/pdf/1611.07810v2,No journal ref found,none,cs.CV,Summary21991,1611.07828v1,2016-11-23T15:06:18Z,Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose,"Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis",http://arxiv.org/pdf/1611.07828v1,No journal ref found,none,cs.CV,Summary21992,1611.07865v1,2016-11-23T16:24:08Z,Controlling Perceptual Factors in Neural Style Transfer,"Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman",http://arxiv.org/pdf/1611.07865v1,No journal ref found,none,cs.CV,Summary21993,1611.07889v1,2016-11-23T17:20:04Z,The World of Fast Moving Objects,"Denys Rozumnyi, Jan Kotera, Filip Sroubek, Lukas Novotny, Jiri Matas",http://arxiv.org/pdf/1611.07889v1,No journal ref found,none,cs.CV,Summary21994,1611.07890v2,2016-11-23T17:22:27Z,Image-based localization using LSTMs for structured feature correlation,"Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck, Daniel Cremers",http://arxiv.org/pdf/1611.07890v2,No journal ref found,none,cs.CV,Summary21995,1611.07909v4,2016-11-23T18:08:33Z,Image Segmentation Using Overlapping Group Sparsity,"Shervin Minaee, Yao Wang",http://arxiv.org/pdf/1611.07909v4,No journal ref found,none,cs.CV,Summary21996,1611.07932v1,2016-11-23T19:04:43Z,Straight to Shapes: Real-time Detection of Encoded Shapes,"Saumya Jetley, Michael Sapienza, Stuart Golodetz, Philip H. S. Torr",http://arxiv.org/pdf/1611.07932v1,No journal ref found,none,cs.CV,Summary21997,1611.08050v1,2016-11-24T01:58:16Z,Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields,"Zhe Cao, Tomas Simon, Shih-En Wei, Yaser Sheikh",http://arxiv.org/pdf/1611.08050v1,No journal ref found,none,cs.CV,Summary21998,1611.08061v1,2016-11-24T03:46:37Z,Recalling Holistic Information for Semantic Segmentation,"Hexiang Hu, Zhiwei Deng, Guang-tong Zhou, Fei Sha, Greg Mori",http://arxiv.org/pdf/1611.08061v1,No journal ref found,none,cs.CV,Summary21999,1611.08091v1,2016-11-24T08:19:49Z,Deep Joint Face Hallucination and Recognition,"Junyu Wu, Shengyong Ding, Wei Xu, Hongyang Chao",http://arxiv.org/pdf/1611.08091v1,No journal ref found,none,cs.CV,Summary22000,1611.08097v1,2016-11-24T08:45:01Z,Geometric deep learning: going beyond Euclidean data,"Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst",http://arxiv.org/pdf/1611.08097v1,No journal ref found,none,cs.CV,Summary22001,1611.08107v1,2016-11-24T09:11:21Z,Automatically Building Face Datasets of New Domains from Weakly Labeled Data with Pretrained Models,"Shengyong Ding, Junyu Wu, Wei Xu, Hongyang Chao",http://arxiv.org/pdf/1611.08107v1,No journal ref found,none,cs.CV,Summary22002,1611.08131v1,2016-11-24T10:42:07Z,Extraction of airway trees using multiple hypothesis tracking and template matching,"Raghavendra Selvan, Jens Petersen, Jesper H. Pedersen, Marleen de Bruijne",http://arxiv.org/pdf/1611.08131v1,No journal ref found,none,cs.CV,Summary22003,1611.08134v1,2016-11-24T10:59:33Z,Comparative study of histogram distance measures for re-identification,"Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón-Santana",http://arxiv.org/pdf/1611.08134v1,No journal ref found,none,cs.CV,Summary22004,1611.08194v1,2016-11-24T14:25:43Z,Interferences in match kernels,"Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman",http://arxiv.org/pdf/1611.08194v1,No journal ref found,none,cs.CV,Summary22005,1611.08195v1,2016-11-24T14:27:08Z,Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors,"Piotr Koniusz, Yusuf Tas, Fatih Porikli",http://arxiv.org/pdf/1611.08195v1,No journal ref found,none,cs.CV,Summary22006,1611.08240v2,2016-11-24T16:26:11Z,AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos,"Amlan Kar, Nishant Rai, Karan Sikka, Gaurav Sharma",http://arxiv.org/pdf/1611.08240v2,No journal ref found,none,cs.CV,Summary22007,1611.08258v1,2016-11-24T17:07:48Z,Weakly Supervised Cascaded Convolutional Networks,"Ali Diba, Vivek Sharma, Ali Pazandeh, Hamed Pirsiavash, Luc Van Gool",http://arxiv.org/pdf/1611.08258v1,No journal ref found,none,cs.CV,Summary22008,1611.08272v1,2016-11-24T17:54:32Z,InstanceCut: from Edges to Instances with MultiCut,"Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother",http://arxiv.org/pdf/1611.08272v1,No journal ref found,none,cs.CV,Summary22009,1611.08303v1,2016-11-24T20:46:33Z,Deep Watershed Transform for Instance Segmentation,"Min Bai, Raquel Urtasun",http://arxiv.org/pdf/1611.08303v1,No journal ref found,none,cs.CV,Summary22010,1611.08323v2,2016-11-24T23:55:28Z,Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes,"Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe",http://arxiv.org/pdf/1611.08323v2,No journal ref found,none,cs.CV,Summary22011,1611.08350v1,2016-11-25T04:26:35Z,Learning an Invariant Hilbert Space for Domain Adaptation,"Samitha Herath, Mehrtash Harandi, Fatih Porikli",http://arxiv.org/pdf/1611.08350v1,No journal ref found,none,cs.CV,Summary22012,1611.08387v1,2016-11-25T08:51:51Z,Deep Video Deblurring,"Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang",http://arxiv.org/pdf/1611.08387v1,No journal ref found,none,cs.CV,Summary22013,1611.08389v1,2016-11-25T09:06:18Z,Color Constancy with Derivative Colors,"Huan Lei, Guang Jiang, Long Quan",http://arxiv.org/pdf/1611.08389v1,No journal ref found,none,cs.CV,Summary22014,1611.08402v3,2016-11-25T10:05:03Z,Geometric deep learning on graphs and manifolds using mixture model CNNs,"Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein",http://arxiv.org/pdf/1611.08402v3,No journal ref found,none,cs.CV,Summary22015,1611.08408v1,2016-11-25T10:36:30Z,Semantic Segmentation using Adversarial Networks,"Pauline Luc, Camille Couprie, Soumith Chintala, Jakob Verbeek",http://arxiv.org/pdf/1611.08408v1,"NIPS Workshop on Adversarial Training, Dec 2016, Barcelona, Spain",none,cs.CV,Summary22016,1611.08461v1,2016-11-25T14:18:52Z,Discriminative Correlation Filter with Channel and Spatial Reliability,"Alan Lukežič, Tomáš Vojíř, Luka Čehovin, Jiří Matas, Matej Kristan",http://arxiv.org/pdf/1611.08461v1,No journal ref found,none,cs.CV,Summary22017,1611.08472v1,2016-11-25T14:38:50Z,Multimodal Latent Variable Analysis,"Vardan Papyan, Ronen Talmon",http://arxiv.org/pdf/1611.08472v1,No journal ref found,none,cs.CV,Summary22018,1611.08512v2,2016-11-25T16:47:39Z,Person Re-Identification by Unsupervised Video Matching,"Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong",http://arxiv.org/pdf/1611.08512v2,No journal ref found,none,cs.CV,Summary22019,1611.08527v1,2016-11-25T17:29:58Z,Clickstream analysis for crowd-based object segmentation with confidence,"Eric Heim, Alexander Seitel, Christian Stock, Fabian Isensee, Lena Maier-Hein",http://arxiv.org/pdf/1611.08527v1,No journal ref found,none,cs.CV,Summary22020,1611.08563v3,2016-11-25T19:21:36Z,Online Real time Multiple Spatiotemporal Action Localisation and Prediction,"Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr, Fabio Cuzzolin",http://arxiv.org/pdf/1611.08563v3,No journal ref found,none,cs.CV,Summary22021,1611.08583v2,2016-11-25T20:56:55Z,Learning from Maps: Visual Common Sense for Autonomous Driving,"Ari Seff, Jianxiong Xiao",http://arxiv.org/pdf/1611.08583v2,No journal ref found,none,cs.CV,Summary22022,1611.08588v2,2016-11-23T17:43:28Z,PVANet: Lightweight Deep Neural Networks for Real-time Object Detection,"Sanghoon Hong, Byungseok Roh, Kye-Hyeon Kim, Yeongjae Cheon, Minje Park",http://arxiv.org/pdf/1611.08588v2,No journal ref found,none,cs.CV,Summary22023,1611.08624v1,2016-11-25T22:21:05Z,Fast deterministic tourist walk for texture analysis,"Lucas Correia Ribas, Odemir Martinez Bruno",http://arxiv.org/pdf/1611.08624v1,WVC 2016 proceedings p45-50,none,cs.CV,Summary22024,1611.08625v1,2016-11-25T22:21:06Z,Directional Mean Curvature for Textured Image Demixing,"Duy Hoang Thai, David Banks",http://arxiv.org/pdf/1611.08625v1,No journal ref found,none,cs.CV,Summary22025,1611.08629v1,2016-11-25T22:51:07Z,Texture analysis using deterministic partially self-avoiding walk with thresholds,"Lucas Correia Ribas, Wesley Nunes Gonçalves, Odemir Martinez Bruno",http://arxiv.org/pdf/1611.08629v1,"WVC proceedings 2016, pages 39-44",none,cs.CV,Summary22026,1611.08663v1,2016-11-26T05:51:11Z,Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation,"Xun Xu, Timothy M. Hospedales, Shaogang Gong",http://arxiv.org/pdf/1611.08663v1,No journal ref found,none,cs.CV,Summary22027,1611.08664v4,2016-11-26T06:19:09Z,Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation,"Varghese Alex, Kiran Vaidhya, Subramaniam Thirunavukkarasu, Chandrasekharan Kesavdas, Ganapathy Krishnamurthi",http://arxiv.org/pdf/1611.08664v4,No journal ref found,none,cs.CV,Summary22028,1611.08780v1,2016-11-27T03:58:41Z,Real-Time Video Highlights for Yahoo Esports,Yale Song,http://arxiv.org/pdf/1611.08780v1,No journal ref found,none,cs.CV,Summary22029,1611.08796v1,2016-11-27T06:41:49Z,Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net,"Sayan Ghosal, Nilanjan Ray",http://arxiv.org/pdf/1611.08796v1,No journal ref found,none,cs.CV,Summary22030,1611.08815v1,2016-11-27T09:59:10Z,Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning,J. Rafid Siddiqui,http://arxiv.org/pdf/1611.08815v1,No journal ref found,none,cs.CV,Summary22031,1611.08896v1,2016-11-27T19:31:03Z,Uniform Information Segmentation,"Radhakrishna Achanta, Pablo Márquez-Neila, Pascal Fua, Sabine Süsstrunk",http://arxiv.org/pdf/1611.08896v1,No journal ref found,none,cs.CV,Summary22032,1611.08906v1,2016-11-27T20:35:48Z,Voronoi-based compact image descriptors: Efficient Region-of-Interest retrieval with VLAD and deep-learning-based descriptors,"Aaron Chadha, Yiannis Andreopoulos",http://arxiv.org/pdf/1611.08906v1,No journal ref found,none,cs.CV,Summary22033,1611.08974v1,2016-11-28T03:38:42Z,Semantic Scene Completion from a Single Depth Image,"Shuran Song, Fisher Yu, Andy Zeng, Angel X. Chang, Manolis Savva, Thomas Funkhouser",http://arxiv.org/pdf/1611.08974v1,No journal ref found,none,cs.CV,Summary22034,1611.08976v1,2016-11-28T03:41:46Z,Range Loss for Deep Face Recognition with Long-tail,"Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao",http://arxiv.org/pdf/1611.08976v1,No journal ref found,none,cs.CV,Summary22035,1611.08983v5,2016-11-28T05:11:52Z,Analyzing the group sparsity based on the rank minimization methods,"Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang",http://arxiv.org/pdf/1611.08983v5,No journal ref found,none,cs.CV,Summary22036,1611.08986v1,2016-11-28T05:31:10Z,Improving Fully Convolution Network for Semantic Segmentation,"Bing Shuai, Ting Liu, Gang Wang",http://arxiv.org/pdf/1611.08986v1,No journal ref found,none,cs.CV,Summary22037,1611.08991v2,2016-11-28T05:52:37Z,Object Detection Free Instance Segmentation With Labeling Transformations,"Long Jin, Zeyu Chen, Zhuowen Tu",http://arxiv.org/pdf/1611.08991v2,No journal ref found,none,cs.CV,Summary22038,1611.09007v1,2016-11-28T07:29:29Z,Hyperspectral CNN Classification with Limited Training Samples,"Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard Murphy",http://arxiv.org/pdf/1611.09007v1,No journal ref found,none,cs.CV,Summary22039,1611.09010v1,2016-11-28T07:36:31Z,3D Human Pose Estimation from a Single Image via Distance Matrix Regression,Francesc Moreno-Noguer,http://arxiv.org/pdf/1611.09010v1,No journal ref found,none,cs.CV,Summary22040,1611.09026v2,2016-11-28T08:48:28Z,Awesome Typography: Statistics-Based Text Effects Transfer,"Shuai Yang, Jiaying Liu, Zhouhui Lian, Zongming Guo",http://arxiv.org/pdf/1611.09026v2,No journal ref found,none,cs.CV,Summary22041,1611.09051v1,2016-11-28T10:29:53Z,"Deep, Dense, and Low-Rank Gaussian Conditional Random Fields","Siddhartha Chandra, Iasonas Kokkinos",http://arxiv.org/pdf/1611.09051v1,No journal ref found,none,cs.CV,Summary22042,1611.09053v1,2016-11-28T10:32:03Z,Bidirectional Multirate Reconstruction for Temporal Modeling in Videos,"Linchao Zhu, Zhongwen Xu, Yi Yang",http://arxiv.org/pdf/1611.09053v1,No journal ref found,none,cs.CV,Summary22043,1611.09078v1,2016-11-28T11:34:20Z,Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition,"Timur Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese",http://arxiv.org/pdf/1611.09078v1,No journal ref found,none,cs.CV,Summary22044,1611.09099v1,2016-11-28T12:55:16Z,On the Role and the Importance of Features for Background Modeling and Foreground Detection,"Thierry Bouwmans, Caroline Silva, Cristina Marghes, Mohammed Sami Zitouni, Harish Bhaskar, Carl Frelicot",http://arxiv.org/pdf/1611.09099v1,No journal ref found,none,cs.CV,Summary22045,1611.09119v1,2016-11-28T13:56:20Z,Unsupervised Feature Learning With Symmetrically Connected Convolutional Denoising Auto-encoders,"Jianfeng Dong, Xiao-Jiao Mao, Chunhua Shen, Yu-Bin Yang",http://arxiv.org/pdf/1611.09119v1,No journal ref found,none,cs.CV,Summary22046,1611.09159v1,2016-11-28T15:09:10Z,Sparse 3D Convolutional Neural Networks for Large-Scale Shape Retrieval,"Alexandr Notchenko, Ermek Kapushev, Evgeny Burnaev",http://arxiv.org/pdf/1611.09159v1,No journal ref found,none,cs.CV,Summary22047,1611.09162v1,2016-11-28T15:09:26Z,Whos that Actor? Automatic Labelling of Actors in TV series starting from IMDB Images,"Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars",http://arxiv.org/pdf/1611.09162v1,No journal ref found,none,cs.CV,Summary22048,1611.09203v1,2016-11-28T15:45:57Z,Computational Mapping of the Ground Reflectivity with Laser Scanners,Juan Castorena,http://arxiv.org/pdf/1611.09203v1,No journal ref found,none,cs.CV,Summary22049,1611.09224v1,2016-11-28T16:26:27Z,ECO: Efficient Convolution Operators for Tracking,"Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1611.09224v1,No journal ref found,none,cs.CV,Summary22050,1611.09309v1,2016-11-28T20:00:16Z,Gaze Embeddings for Zero-Shot Image Classification,"Nour Karessli, Zeynep Akata, Andreas Bulling, Bernt Schiele",http://arxiv.org/pdf/1611.09309v1,No journal ref found,none,cs.CV,Summary22051,1611.09312v2,2016-11-28T20:02:28Z,Hierarchical Boundary-Aware Neural Encoder for Video Captioning,"Lorenzo Baraldi, Costantino Grana, Rita Cucchiara",http://arxiv.org/pdf/1611.09312v2,No journal ref found,none,cs.CV,Summary22052,1611.09325v1,2016-11-28T20:27:53Z,Natural Illumination from Multiple Materials Using Deep Learning,"Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool",http://arxiv.org/pdf/1611.09325v1,No journal ref found,none,cs.CV,Summary22053,1611.09326v2,2016-11-28T20:27:54Z,The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation,"Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio",http://arxiv.org/pdf/1611.09326v2,No journal ref found,none,cs.CV,Summary22054,1611.09394v1,2016-11-28T21:36:31Z,Material Recognition from Local Appearance in Global Context,"Gabriel Schwartz, Ko Nishino",http://arxiv.org/pdf/1611.09394v1,No journal ref found,none,cs.CV,Summary22055,1611.09464v1,2016-11-29T03:04:41Z,Social Behavior Prediction from First Person Videos,"Shan Su, Jung Pyo Hong, Jianbo Shi, Hyun Soo Park",http://arxiv.org/pdf/1611.09464v1,No journal ref found,none,cs.CV,Summary22056,1611.09498v1,2016-11-29T05:56:25Z,Inertial-Based Scale Estimation for Structure from Motion on Mobile Devices,"Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä",http://arxiv.org/pdf/1611.09498v1,No journal ref found,none,cs.CV,Summary22057,1611.09502v1,2016-11-29T06:07:28Z,Deep Quantization: Encoding Convolutional Activations with Deep Generative Model,"Zhaofan Qiu, Ting Yao, Tao Mei",http://arxiv.org/pdf/1611.09502v1,No journal ref found,none,cs.CV,Summary22058,1611.09559v1,2016-11-29T10:39:12Z,Lens Distortion Rectification using Triangulation based Interpolation,"Burak Benligiray, Cihan Topal",http://arxiv.org/pdf/1611.09559v1,No journal ref found,none,cs.CV,Summary22059,1611.09571v1,2016-11-29T11:27:19Z,Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model,"Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara",http://arxiv.org/pdf/1611.09571v1,No journal ref found,none,cs.CV,Summary22060,1611.09572v1,2016-11-29T11:27:38Z,Occlusion-Aware Video Deblurring with a New Layered Blur Model,"Byeongjoo Ahn, Tae Hyun Kim, Wonsik Kim, Kyoung Mu Lee",http://arxiv.org/pdf/1611.09572v1,No journal ref found,none,cs.CV,Summary22061,1611.09577v1,2016-11-29T11:44:20Z,Fast Face-swap Using Convolutional Neural Networks,"Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis",http://arxiv.org/pdf/1611.09577v1,No journal ref found,none,cs.CV,Summary22062,1611.09580v1,2016-11-29T12:07:37Z,A Large-scale Distributed Video Parsing and Evaluation Platform,"Kai Yu, Yang Zhou, Da Li, Zhang Zhang, Kaiqi Huang",http://arxiv.org/pdf/1611.09580v1,No journal ref found,none,cs.CV,Summary22063,1611.09587v1,2016-11-29T12:22:46Z,Surveillance Video Parsing with Single Frame Supervision,"Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao",http://arxiv.org/pdf/1611.09587v1,No journal ref found,none,cs.CV,Summary22064,1611.09718v2,2016-11-29T16:46:54Z,Efficient Linear Programming for Dense CRFs,"Thalaiyasingam Ajanthan, Alban Desmaison, Rudy Bunel, Mathieu Salzmann, Philip H. S. Torr, M. Pawan Kumar",http://arxiv.org/pdf/1611.09718v2,No journal ref found,none,cs.CV,Summary22065,1611.09769v1,2016-11-29T18:24:23Z,Computer Aided Detection of Oral Lesions on CT Images,"Shaikat Galib, Fahima Islam, Muhammad Abir, Hyoung-Koo Lee",http://arxiv.org/pdf/1611.09769v1,No journal ref found,none,cs.CV,Summary22066,1611.09803v3,2016-11-29T19:37:57Z,"InterpoNet, A brain inspired neural network for optical flow dense interpolation","Shay Zweig, Lior Wolf",http://arxiv.org/pdf/1611.09803v3,No journal ref found,none,cs.CV,Summary22067,1611.09811v1,2016-11-29T19:57:28Z,3D Ultrasound image segmentation: A Survey,"Mohammad Hamed Mozaffari, WonSook Lee",http://arxiv.org/pdf/1611.09811v1,No journal ref found,none,cs.CV,Summary22068,1611.09813v2,2016-11-29T20:03:19Z,Monocular 3D Human Pose Estimation Using Transfer Learning and Improved CNN Supervision,"Dushyant Mehta, Helge Rhodin, Dan Casas, Oleksandr Sotnychenko, Weipeng Xu, Christian Theobalt",http://arxiv.org/pdf/1611.09813v2,No journal ref found,none,cs.CV,Summary22069,1611.09842v1,2016-11-29T20:55:42Z,Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction,"Richard Zhang, Phillip Isola, Alexei A. Efros",http://arxiv.org/pdf/1611.09842v1,No journal ref found,none,cs.CV,Summary22070,1611.09932v1,2016-11-29T23:01:59Z,Weakly-supervised Discriminative Patch Learning via CNN for Fine-grained Recognition,"Yaming Wang, Vlad I. Morariu, Larry S. Davis",http://arxiv.org/pdf/1611.09932v1,No journal ref found,none,cs.CV,Summary22071,1611.09956v1,2016-11-30T00:41:32Z,Efficient Likelihood Bayesian Constrained Local Model,"Hailiang Li, Kin-Man Lam, Man-Yau Chiu, Kangheng Wu, Zhibin Lei",http://arxiv.org/pdf/1611.09956v1,No journal ref found,none,cs.CV,Summary22072,1611.09960v1,2016-11-30T01:23:43Z,Attend in groups: a weakly-supervised deep learning framework for learning from web data,"Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian Reid",http://arxiv.org/pdf/1611.09960v1,No journal ref found,none,cs.CV,Summary22073,1611.09961v1,2016-11-30T01:24:22Z,Semantic Facial Expression Editing using Autoencoded Flow,"Raymond Yeh, Ziwei Liu, Dan B Goldman, Aseem Agarwala",http://arxiv.org/pdf/1611.09961v1,No journal ref found,none,cs.CV,Summary22074,1611.09967v1,2016-11-30T01:45:23Z,Sequential Person Recognition in Photo Albums with a Recurrent Network,"Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1611.09967v1,No journal ref found,none,cs.CV,Summary22075,1611.09969v1,2016-11-30T01:58:54Z,High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis,"Chao Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, Hao Li",http://arxiv.org/pdf/1611.09969v1,No journal ref found,none,cs.CV,Summary22076,1611.09978v1,2016-11-30T02:52:09Z,Modeling Relationships in Referential Expressions with Compositional Modular Networks,"Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1611.09978v1,No journal ref found,none,cs.CV,Summary22077,1611.10010v1,2016-11-30T06:00:47Z,Deep Cuboid Detection: Beyond 2D Bounding Boxes,"Debidatta Dwibedi, Tomasz Malisiewicz, Vijay Badrinarayanan, Andrew Rabinovich",http://arxiv.org/pdf/1611.10010v1,No journal ref found,none,cs.CV,Summary22078,1611.10012v1,2016-11-30T06:06:15Z,Speed/accuracy trade-offs for modern convolutional object detectors,"Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy",http://arxiv.org/pdf/1611.10012v1,No journal ref found,none,cs.CV,Summary22079,1611.10080v1,2016-11-30T10:24:32Z,Wider or Deeper: Revisiting the ResNet Model for Visual Recognition,"Zifeng Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1611.10080v1,No journal ref found,none,cs.CV,Summary22080,1611.10104v1,2016-11-30T11:51:50Z,User Dependent Features in Online Signature Verification,"D. S. Guru, K. S. Manjunatha, S. Manjunath",http://arxiv.org/pdf/1611.10104v1,No journal ref found,none,cs.CV,Summary22081,1611.10152v1,2016-11-30T14:01:45Z,Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection,"Hongwen Zhang, Qi Li, Zhenan Sun",http://arxiv.org/pdf/1611.10152v1,No journal ref found,none,cs.CV,Summary22082,1611.10195v2,2016-11-30T14:57:06Z,POSEidon: Face-from-Depth for Driver Pose Estimation,"Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara",http://arxiv.org/pdf/1611.10195v2,No journal ref found,none,cs.CV,Summary22083,1611.10229v1,2016-11-30T15:45:02Z,End-to-End Training of Hybrid CNN-CRF Models for Stereo,"Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov, Thomas Pock",http://arxiv.org/pdf/1611.10229v1,No journal ref found,none,cs.CV,Summary22084,1611.10314v1,2016-11-30T19:07:07Z,Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures,"Gaurav Mittal, Tanya Marwah, Vineeth Balasubramanian",http://arxiv.org/pdf/1611.10314v1,No journal ref found,none,cs.CV,Summary22085,1611.10336v1,2016-11-30T20:05:55Z,An Artificial Agent for Robust Image Registration,"Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu",http://arxiv.org/pdf/1611.10336v1,No journal ref found,none,cs.CV,Summary22086,1612.00005v1,2016-11-30T20:56:36Z,Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space,"Anh Nguyen, Jason Yosinski, Yoshua Bengio, Alexey Dosovitskiy, Jeff Clune",http://arxiv.org/pdf/1612.00005v1,No journal ref found,none,cs.CV,Summary22087,1612.00085v1,2016-12-01T00:15:02Z,Texture Enhancement via High-Resolution Style Transfer for Single-Image Super-Resolution,"Il Jun Ahn, Woo Hyun Nam",http://arxiv.org/pdf/1612.00085v1,No journal ref found,none,cs.CV,Summary22088,1612.00089v1,2016-12-01T00:26:03Z,Beyond standard benchmarks: Parameterizing performance evaluation in visual object tracking,"Luka Čehovin, Alan Lukežič, Aleš Leonardis, Matej Kristan",http://arxiv.org/pdf/1612.00089v1,No journal ref found,none,cs.CV,Summary22089,1612.00101v1,2016-12-01T01:10:41Z,Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis,"Angela Dai, Charles Ruizhongtai Qi, Matthias Nießner",http://arxiv.org/pdf/1612.00101v1,No journal ref found,none,cs.CV,Summary22090,1612.00119v2,2016-12-01T02:48:48Z,Video Scene Parsing with Predictive Feature Learning,"Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1612.00119v2,No journal ref found,none,cs.CV,Summary22091,1612.00125v2,2016-12-01T03:18:46Z,A Novel Artificial Fish Swarm Algorithm for Pattern Recognition with Convex Optimization,"Lei Shi, Rui Guo, Yuchen Ma",http://arxiv.org/pdf/1612.00125v2,No journal ref found,none,cs.CV,Summary22092,1612.00137v2,2016-12-01T04:36:52Z,RMPE: Regional Multi-person Pose Estimation,"Haoshu Fang, Shuqin Xie, Cewu Lu",http://arxiv.org/pdf/1612.00137v2,No journal ref found,none,cs.CV,Summary22093,1612.00138v1,2016-12-01T04:49:45Z,Towards Robust Deep Neural Networks with BANG,"Andras Rozsa, Manuel Gunther, Terrance E. Boult",http://arxiv.org/pdf/1612.00138v1,No journal ref found,none,cs.CV,Summary22094,1612.00144v2,2016-12-01T05:00:02Z,BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification,"Anirban Santara, Kaustubh Mani, Pranoot Hatwar, Ankit Singh, Ankur Garg, Kirti Padia, Pabitra Mitra",http://arxiv.org/pdf/1612.00144v2,No journal ref found,none,cs.CV,Summary22095,1612.00197v1,2016-12-01T10:50:21Z,Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses,"Christian Rupprecht, Iro Laina, Maximilian Baust, Federico Tombari, Gregory D. Hager, Nassir Navab",http://arxiv.org/pdf/1612.00197v1,No journal ref found,none,cs.CV,Summary22096,1612.00215v1,2016-12-01T12:07:55Z,Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts,"Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem",http://arxiv.org/pdf/1612.00215v1,No journal ref found,none,cs.CV,Summary22097,1612.00220v2,2016-12-01T12:24:35Z,Fully Convolutional Crowd Counting On Highly Congested Scenes,"Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. OConnor",http://arxiv.org/pdf/1612.00220v2,No journal ref found,none,cs.CV,Summary22098,1612.00234v1,2016-12-01T13:11:29Z,Video Captioning with Multi-Faceted Attention,"Xiang Long, Chuang Gan, Gerard de Melo",http://arxiv.org/pdf/1612.00234v1,No journal ref found,none,cs.CV,Summary22099,1612.00338v2,2016-12-01T16:27:59Z,Hippocampus Temporal Lobe Epilepsy Detection using a Combination of Shape-based Features and Spherical Harmonics Representation,"Zohreh Kohan, Hamidreza Farhidzadeh, Reza Azmi, Behrouz Gholizadeh",http://arxiv.org/pdf/1612.00338v2,No journal ref found,none,cs.CV,Summary22100,1612.00356v2,2016-12-01T17:31:04Z,A Diffeomorphic Approach to Multimodal Registration with Mutual Information: Applications to CLARITY Mouse Brain Images,"Kwame S. Kutten, Nicolas Charon, Michael I. Miller, J. T. Ratnanather, Karl Deisseroth, Li Ye, Joshua T. Vogelstein",http://arxiv.org/pdf/1612.00356v2,No journal ref found,none,cs.CV,Summary22101,1612.00390v2,2016-12-01T19:28:59Z,Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks,"Jefferson Ryan Medel, Andreas Savakis",http://arxiv.org/pdf/1612.00390v2,No journal ref found,none,cs.CV,Summary22102,1612.00404v1,2016-12-01T20:05:27Z,Learning Shape Abstractions by Assembling Volumetric Primitives,"Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik",http://arxiv.org/pdf/1612.00404v1,No journal ref found,none,cs.CV,Summary22103,1612.00408v1,2016-12-01T20:10:37Z,Computerized Multiparametric MR image Analysis for Prostate Cancer Aggressiveness-Assessment,"Imon Banerjee, Lewis Hahn, Geoffrey Sonn, Richard Fan, Daniel L. Rubin",http://arxiv.org/pdf/1612.00408v1,No journal ref found,none,cs.CV,Summary22104,1612.00423v1,2016-12-01T20:39:49Z,TorontoCity: Seeing the World with a Million Eyes,"Shenlong Wang, Min Bai, Gellert Mattyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun",http://arxiv.org/pdf/1612.00423v1,No journal ref found,none,cs.CV,Summary22105,1612.00437v1,2016-12-01T20:56:17Z,Efficient Pose and Cell Segmentation using Column Generation,"Shaofei Wang, Chong Zhang, Miguel A. Gonzalez-Ballester, Julian Yarkony",http://arxiv.org/pdf/1612.00437v1,No journal ref found,none,cs.CV,Summary22106,1612.00478v1,2016-12-01T21:37:19Z,In Teacher We Trust: Learning Compressed Models for Pedestrian Detection,"Jonathan Shen, Noranart Vesdapunt, Vishnu N. Boddeti, Kris M. Kitani",http://arxiv.org/pdf/1612.00478v1,No journal ref found,none,cs.CV,Summary22107,1612.00496v1,2016-12-01T22:16:48Z,3D Bounding Box Estimation Using Deep Learning and Geometry,"Arsalan Mousavian, Dragomir Anguelov, John Flynn, Jana Kosecka",http://arxiv.org/pdf/1612.00496v1,No journal ref found,none,cs.CV,Summary22108,1612.00500v1,2016-12-01T22:36:20Z,Object-Centric Representation Learning from Unlabeled Videos,"Ruohan Gao, Dinesh Jayaraman, Kristen Grauman",http://arxiv.org/pdf/1612.00500v1,No journal ref found,none,cs.CV,Summary22109,1612.00534v1,2016-12-02T01:20:02Z,Object Detection via End-to-End Integration of Aspect Ratio and Context Aware Part-based Models and Fully Convolutional Networks,"Bo Li, Tianfu Wu, Shuai Shao, Lun Zhang, Rufeng Chu",http://arxiv.org/pdf/1612.00534v1,No journal ref found,none,cs.CV,Summary22110,1612.00558v1,2016-12-02T03:39:38Z,Unsupervised Human Action Detection by Action Matching,"Basura Fernando, Sareh Shirazi, Stephen Gould",http://arxiv.org/pdf/1612.00558v1,No journal ref found,none,cs.CV,Summary22111,1612.00560v2,2016-12-02T03:49:23Z,Zero-Shot Learning posed as a Missing Data Problem,"Bo Zhao, Botong Wu, Tianfu Wu, Yizhou Wang",http://arxiv.org/pdf/1612.00560v2,No journal ref found,none,cs.CV,Summary22112,1612.00576v1,2016-12-02T06:50:49Z,Guided Open Vocabulary Image Captioning with Constrained Beam Search,"Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould",http://arxiv.org/pdf/1612.00576v1,No journal ref found,none,cs.CV,Summary22113,1612.00593v1,2016-12-02T08:40:40Z,PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation,"Charles R. Qi, Hao Su, Kaichun Mo, Leonidas J. Guibas",http://arxiv.org/pdf/1612.00593v1,No journal ref found,none,cs.CV,Summary22114,1612.00596v1,2016-12-02T08:54:28Z,Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects,"Yu Zhang, Chi Xu, Li Cheng",http://arxiv.org/pdf/1612.00596v1,No journal ref found,none,cs.CV,Summary22115,1612.00603v2,2016-12-02T09:20:09Z,A Point Set Generation Network for 3D Object Reconstruction from a Single Image,"Haoqiang Fan, Hao Su, Leonidas Guibas",http://arxiv.org/pdf/1612.00603v2,No journal ref found,none,cs.CV,Summary22116,1612.00604v1,2016-12-02T09:24:30Z,Globally Consistent Multi-People Tracking using Motion Patterns,"Andrii Maksai, Xinchao Wang, Francois Fleuret, Pascal Fua",http://arxiv.org/pdf/1612.00604v1,No journal ref found,none,cs.CV,Summary22117,1612.00606v1,2016-12-02T09:27:34Z,SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation,"Li Yi, Hao Su, Xingwen Guo, Leonidas Guibas",http://arxiv.org/pdf/1612.00606v1,No journal ref found,none,cs.CV,Summary22118,1612.00625v1,2016-12-02T10:43:04Z,Recognition of Text Image Using Multilayer Perceptron,"Singh Vijendra, Nisha Vasudeva, Hem Jyotsana Parashar",http://arxiv.org/pdf/1612.00625v1,No journal ref found,none,cs.CV,Summary22119,1612.00645v1,2016-12-02T11:51:50Z,Centrog Feature technique for vehicle type recognition at day and night times,"Martins E. Irhebhude, Philip O. Odion, Darius T. Chinyio",http://arxiv.org/pdf/1612.00645v1,No journal ref found,none,cs.CV,Summary22120,1612.00738v1,2016-12-02T16:33:06Z,Action Recognition with Dynamic Image Networks,"Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi",http://arxiv.org/pdf/1612.00738v1,No journal ref found,none,cs.CV,Summary22121,1612.00799v1,2016-12-02T19:25:44Z,A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images,"David Vázquez, Jorge Bernal, F. Javier Sánchez, Gloria Fernández-Esparrach, Antonio M. López, Adriana Romero, Michal Drozdzal, Aaron Courville",http://arxiv.org/pdf/1612.00799v1,No journal ref found,none,cs.CV,Summary22122,1612.00874v1,2016-11-28T17:35:10Z,Multi-resolution Data Fusion for Super-Resolution Electron Microscopy,"Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman",http://arxiv.org/pdf/1612.00874v1,No journal ref found,none,cs.CV,Summary22123,1612.00881v1,2016-12-02T22:24:24Z,Procedural Generation of Videos to Train Deep Action Recognition Networks,"César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Antonio Manuel López Peña",http://arxiv.org/pdf/1612.00881v1,No journal ref found,none,cs.CV,Summary22124,1612.00940v1,2016-12-03T08:43:33Z,End-to-end learning of brain tissue segmentation from imperfect labeling,"Alex Fedorov, Jeremy Johnson, Eswar Damaraju, Alexei Ozerin, Vince Calhoun, Sergey Plis",http://arxiv.org/pdf/1612.00940v1,No journal ref found,none,cs.CV,Summary22125,1612.00983v1,2016-12-03T16:22:59Z,Food Image Recognition by Using Convolutional Neural Networks (CNNs),Yuzhen Lu,http://arxiv.org/pdf/1612.00983v1,No journal ref found,none,cs.CV,Summary22126,1612.00986v1,2016-12-03T17:04:52Z,Deep Learning with Energy-efficient Binary Gradient Cameras,"Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Jan Kautz",http://arxiv.org/pdf/1612.00986v1,No journal ref found,none,cs.CV,Summary22127,1612.00991v1,2016-12-03T17:49:02Z,Ensembles of Generative Adversarial Networks,"Yaxing Wang, Lichao Zhang, Joost van de Weijer",http://arxiv.org/pdf/1612.00991v1,No journal ref found,none,cs.CV,Summary22128,1612.01006v1,2016-12-03T19:00:18Z,A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel,"Mojtaba Kazemi, Ehsan Mohammadi. P, Parichehr shahidi sadeghi, Mohamad B. Menhaj",http://arxiv.org/pdf/1612.01006v1,No journal ref found,none,cs.CV,Summary22129,1612.01022v1,2016-12-03T21:30:26Z,Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework,"Yuankai Wu, Huachun Tan",http://arxiv.org/pdf/1612.01022v1,No journal ref found,none,cs.CV,Summary22130,1612.01033v1,2016-12-03T23:01:36Z,Areas of Attention for Image Captioning,"Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek",http://arxiv.org/pdf/1612.01033v1,No journal ref found,none,cs.CV,Summary22131,1612.01035v1,2016-12-03T23:40:14Z,Semi-Automated Annotation of Discrete States in Large Video Datasets,"Lex Fridman, Bryan Reimer",http://arxiv.org/pdf/1612.01035v1,No journal ref found,none,cs.CV,Summary22132,1612.01051v2,2016-12-04T02:12:22Z,"SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving","Bichen Wu, Forrest Iandola, Peter H. Jin, Kurt Keutzer",http://arxiv.org/pdf/1612.01051v2,No journal ref found,none,cs.CV,Summary22133,1612.01057v2,2016-12-04T03:35:35Z,Learning to Segment Object Proposals via Recursive Neural Networks,"Tianshui Chen, Liang Lin, Xian Wu, Xiaonan Luo",http://arxiv.org/pdf/1612.01057v2,No journal ref found,none,cs.CV,Summary22134,1612.01072v1,2016-12-04T05:39:42Z,Word Recognition with Deep Conditional Random Fields,"Gang Chen, Yawei Li, Sargur N. Srihari",http://arxiv.org/pdf/1612.01072v1,No journal ref found,none,cs.CV,Summary22135,1612.01074v1,2016-12-04T05:47:47Z,Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning,"Yunzhu Li, Andre Esteva, Brett Kuprel, Rob Novoa, Justin Ko, Sebastian Thrun",http://arxiv.org/pdf/1612.01074v1,No journal ref found,none,cs.CV,Summary22136,1612.01075v1,2016-12-04T05:51:55Z,Joint Visual Denoising and Classification using Deep Learning,"Gang Chen, Yawei Li, Sargur N. Srihari",http://arxiv.org/pdf/1612.01075v1,No journal ref found,none,cs.CV,Summary22137,1612.01079v1,2016-12-04T07:02:52Z,End-to-end Learning of Driving Models from Large-scale Video Datasets,"Huazhe Xu, Yang Gao, Fisher Yu, Trevor Darrell",http://arxiv.org/pdf/1612.01079v1,No journal ref found,none,cs.CV,Summary22138,1612.01082v2,2016-12-04T07:25:25Z,Multi-Label Image Classification with Regional Latent Semantic Dependencies,"Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu",http://arxiv.org/pdf/1612.01082v2,No journal ref found,none,cs.CV,Summary22139,1612.01105v1,2016-12-04T11:46:22Z,Pyramid Scene Parsing Network,"Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia",http://arxiv.org/pdf/1612.01105v1,No journal ref found,none,cs.CV,Summary22140,1612.01131v1,2016-12-04T15:47:27Z,A method for the segmentation of images based on thresholding and applied to vesicular textures,Amelia Carolina Sparavigna,http://arxiv.org/pdf/1612.01131v1,No journal ref found,none,cs.CV,Summary22141,1612.01160v3,2016-12-04T18:22:36Z,General models for rational cameras and the case of two-slit projections,"Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce",http://arxiv.org/pdf/1612.01160v3,No journal ref found,none,cs.CV,Summary22142,1612.01175v1,2016-12-04T20:45:42Z,Who is Mistaken?,"Benjamin Eysenbach, Carl Vondrick, Antonio Torralba",http://arxiv.org/pdf/1612.01175v1,No journal ref found,none,cs.CV,Summary22143,1612.01194v1,2016-12-04T22:16:55Z,Online Localization and Prediction of Actions and Interactions,"Khurram Soomro, Haroon Idrees, Mubarak Shah",http://arxiv.org/pdf/1612.01194v1,No journal ref found,none,cs.CV,Summary22144,1612.01202v1,2016-12-04T23:08:06Z,DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild,"Rıza Alp Güler, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos",http://arxiv.org/pdf/1612.01202v1,No journal ref found,none,cs.CV,Summary22145,1612.01225v1,2016-12-05T02:16:09Z,Deep Multi-Modal Image Correspondence Learning,"Chen Liu, Jiajun Wu, Pushmeet Kohli, Yasutaka Furukawa",http://arxiv.org/pdf/1612.01225v1,No journal ref found,none,cs.CV,Summary22146,1612.01227v1,2016-12-05T02:21:39Z,Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks,"Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao",http://arxiv.org/pdf/1612.01227v1,No journal ref found,none,cs.CV,Summary22147,1612.01230v1,2016-12-05T02:41:18Z,Deep Pyramidal Residual Networks with Separated Stochastic Depth,"Yoshihiro Yamada, Masakazu Iwamura, Koichi Kise",http://arxiv.org/pdf/1612.01230v1,No journal ref found,none,cs.CV,Summary22148,1612.01234v1,2016-12-05T03:05:21Z,Multi-way Particle Swarm Fusion,"Chen Liu, Hang Yan, Pushmeet Kohli, Yasutaka Furukawa",http://arxiv.org/pdf/1612.01234v1,No journal ref found,none,cs.CV,Summary22149,1612.01235v1,2016-12-05T03:09:27Z,Turning an Urban Scene Video into a Cinemagraph,"Hang Yan, Yebin Liu, Yasutaka Furukawa",http://arxiv.org/pdf/1612.01235v1,No journal ref found,none,cs.CV,Summary22150,1612.01237v1,2016-12-05T03:27:21Z,Cancerous Nuclei Detection and Scoring in Breast Cancer Histopathological Images,"Pegah Faridi, Habibollah Danyali, Mohammad Sadegh Helfroush, Mojgan Akbarzadeh Jahromi",http://arxiv.org/pdf/1612.01237v1,No journal ref found,none,cs.CV,Summary22151,1612.01256v1,2016-12-05T06:24:10Z,Panoramic Structure from Motion via Geometric Relationship Detection,"Satoshi Ikehata, Ivaylo Boyadzhiev, Qi Shan, Yasutaka Furukawa",http://arxiv.org/pdf/1612.01256v1,No journal ref found,none,cs.CV,Summary22152,1612.01288v1,2016-12-05T09:57:45Z,Point Pair Feature based Object Detection for Random Bin Picking,"Wim Abbeloos, Toon Goedemé",http://arxiv.org/pdf/1612.01288v1,No journal ref found,none,cs.CV,Summary22153,1612.01323v1,2016-12-05T11:56:56Z,Stereo image de-fencing using smartphones,"Sankaraganesh Jonna, Sukla Satapathy, Rajiv R. Sahay",http://arxiv.org/pdf/1612.01323v1,No journal ref found,none,cs.CV,Summary22154,1612.01337v1,2016-12-05T13:12:24Z,Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection,"Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla",http://arxiv.org/pdf/1612.01337v1,No journal ref found,none,cs.CV,Summary22155,1612.01341v1,2016-12-05T13:23:42Z,Highly Efficient Regression for Scalable Person Re-Identification,"Hanxiao Wang, Shaogang Gong, Tao Xiang",http://arxiv.org/pdf/1612.01341v1,No journal ref found,none,cs.CV,Summary22156,1612.01345v1,2016-12-05T13:29:47Z,Human-In-The-Loop Person Re-Identification,"Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang",http://arxiv.org/pdf/1612.01345v1,No journal ref found,none,cs.CV,Summary22157,1612.01380v1,2016-12-05T14:53:23Z,From One-Trick Ponies to All-Rounders: On-Demand Learning for Image Restoration,"Ruohan Gao, Kristen Grauman",http://arxiv.org/pdf/1612.01380v1,No journal ref found,none,cs.CV,Summary22158,1612.01452v2,2016-12-05T17:49:41Z,ImageNet pre-trained models with batch normalization,"Marcel Simon, Erik Rodner, Joachim Denzler",http://arxiv.org/pdf/1612.01452v2,No journal ref found,none,cs.CV,Summary22159,1612.01465v2,2016-12-05T18:38:56Z,Articulated Multi-person Tracking in the Wild,"Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele",http://arxiv.org/pdf/1612.01465v2,No journal ref found,none,cs.CV,Summary22160,1612.01479v1,2016-12-05T18:59:53Z,Authoring image decompositions with generative models,"Jason Rock, Theerasit Issaranon, Aditya Deshpande, David Forsyth",http://arxiv.org/pdf/1612.01479v1,No journal ref found,none,cs.CV,Summary22161,1612.01495v1,2016-12-05T20:03:18Z,ROAM: a Rich Object Appearance Model with Application to Rotoscoping,"Ondrej Miksik, Juan-Manuel Pérez-Rúa, Philip H. S. Torr, Patrick Pérez",http://arxiv.org/pdf/1612.01495v1,No journal ref found,none,cs.CV,Summary22162,1612.01594v1,2016-12-05T23:49:26Z,Object Classification with Joint Projection and Low-rank Dictionary Learning,"Homa Foroughi, Nilanjan Ray, Hong Zhang",http://arxiv.org/pdf/1612.01594v1,No journal ref found,none,cs.CV,Summary22163,1612.01601v2,2016-12-06T00:26:54Z,Superpixels: An Evaluation of the State-of-the-Art,"David Stutz, Alexander Hermans, Bastian Leibe",http://arxiv.org/pdf/1612.01601v2,No journal ref found,none,cs.CV,Summary22164,1612.01611v1,2016-12-06T00:54:45Z,Automatic Event Detection for Signal-based Surveillance,"Jingxin Xu, Clinton Fookes, Sridha Sridharan",http://arxiv.org/pdf/1612.01611v1,No journal ref found,none,cs.CV,Summary22165,1612.01635v1,2016-12-06T02:32:22Z,Automatic Image Defect Diagnosis,"Ning Yu, Xiaohui Shen, Zhe Lin, Radomir Mech, Connelly Barnes",http://arxiv.org/pdf/1612.01635v1,No journal ref found,none,cs.CV,Summary22166,1612.01655v1,2016-12-06T03:56:07Z,Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images,"Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng",http://arxiv.org/pdf/1612.01655v1,No journal ref found,none,cs.CV,Summary22167,1612.01669v1,2016-12-06T05:23:52Z,MarioQA: Answering Questions by Watching Gameplay Videos,"Jonghwan Mun, Paul Hongsuck Seo, Ilchae Jung, Bohyung Han",http://arxiv.org/pdf/1612.01669v1,No journal ref found,none,cs.CV,Summary22168,1612.01689v1,2016-12-06T07:35:24Z,Cluster-Wise Ratio Tests for Fast Camera Localization,"Raúl Díaz, Charless C. Fowlkes",http://arxiv.org/pdf/1612.01689v1,No journal ref found,none,cs.CV,Summary22169,1612.01697v1,2016-12-06T08:15:03Z,Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment,"Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek",http://arxiv.org/pdf/1612.01697v1,No journal ref found,none,cs.CV,Summary22170,1612.01725v2,2016-12-06T09:51:21Z,Deep Stereo Matching with Dense CRF Priors,"Ron Slossberg, Aaron Wetzler, Ron Kimmel",http://arxiv.org/pdf/1612.01725v2,No journal ref found,none,cs.CV,Summary22171,1612.01810v1,2016-12-06T14:16:19Z,FLIC: Fast Linear Iterative Clustering with Active Search,"Jia-Xin Zhao, Ren Bo, Qibin Hou, Ming-Ming Cheng",http://arxiv.org/pdf/1612.01810v1,No journal ref found,none,cs.CV,Summary22172,1612.01820v1,2016-12-05T20:42:20Z,Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study,"Jie Yang, Elsa D. Angelini, Benjamin M. Smith, John H. M. Austin, Eric A. Hoffman, David A. Bluemke, R. Graham Barr, Andrew F. Laine",http://arxiv.org/pdf/1612.01820v1,No journal ref found,none,cs.CV,Summary22173,1612.01895v1,2016-11-17T07:48:25Z,Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer,"Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang",http://arxiv.org/pdf/1612.01895v1,No journal ref found,none,cs.CV,Summary22174,1612.01922v2,2016-12-06T17:39:49Z,Tag Prediction at Flickr: a View from the Darkroom,"Pierre Garrigues, Sachin Farfade, Hamid Izadinia, Kofi Boakye, Yannis Kalantidis",http://arxiv.org/pdf/1612.01922v2,No journal ref found,none,cs.CV,Summary22175,1612.01925v1,2016-12-06T17:52:47Z,FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks,"Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1612.01925v1,No journal ref found,none,cs.CV,Summary22176,1612.01958v1,2016-12-06T19:28:22Z,Learning Diverse Image Colorization,"Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, David Forsyth",http://arxiv.org/pdf/1612.01958v1,No journal ref found,none,cs.CV,Summary22177,1612.01991v1,2016-12-06T20:54:18Z,Diverse Sampling for Self-Supervised Learning of Semantic Segmentation,"Mohammadreza Mostajabi, Nicholas Kolkin, Gregory Shakhnarovich",http://arxiv.org/pdf/1612.01991v1,No journal ref found,none,cs.CV,Summary22178,1612.02101v2,2016-12-07T02:37:51Z,Mining Pixels: Weakly Supervised Semantic Segmentation Using Image Labels,"Qinbin Hou, Puneet Kumar Dokania, Daniela Massiceti, Yunchao Wei, Ming-Ming Cheng, Philip Torr",http://arxiv.org/pdf/1612.02101v2,No journal ref found,none,cs.CV,Summary22179,1612.02103v1,2016-12-07T02:57:03Z,Richer Convolutional Features for Edge Detection,"Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai",http://arxiv.org/pdf/1612.02103v1,No journal ref found,none,cs.CV,Summary22180,1612.02141v1,2016-12-07T08:07:05Z,A Deep 3D Convolutional Neural Network Based Design for Manufacturability Framework,"Aditya Balu, Kin Gwn Lore, Gavin Young, Adarsh Krishnamurthy, Soumik Sarkar",http://arxiv.org/pdf/1612.02141v1,No journal ref found,none,cs.CV,Summary22181,1612.02155v1,2016-12-07T09:03:11Z,"Re-identification of Humans in Crowds using Personal, Social and Environmental Constraints","Shayan Modiri Assari, Haroon Idrees, Mubarak Shah",http://arxiv.org/pdf/1612.02155v1,No journal ref found,none,cs.CV,Summary22182,1612.02166v2,2016-12-07T09:38:11Z,Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts,Dwarikanath Mahapatra,http://arxiv.org/pdf/1612.02166v2,No journal ref found,none,cs.CV,Summary22183,1612.02177v1,2016-12-07T10:08:33Z,Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring,"Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee",http://arxiv.org/pdf/1612.02177v1,No journal ref found,none,cs.CV,Summary22184,1612.02184v1,2016-12-07T10:30:44Z,Saliency Driven Image Manipulation,"Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor",http://arxiv.org/pdf/1612.02184v1,No journal ref found,none,cs.CV,Summary22185,1612.02190v1,2016-12-07T10:43:55Z,Template Matching with Deformable Diversity Similarity,"Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor",http://arxiv.org/pdf/1612.02190v1,No journal ref found,none,cs.CV,Summary22186,1612.02203v1,2016-12-07T11:34:36Z,A Functional Regression approach to Facial Landmark Tracking,"Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martinez, Fernando De la Torre, Michel Valstar",http://arxiv.org/pdf/1612.02203v1,No journal ref found,none,cs.CV,Summary22187,1612.02218v1,2016-12-07T12:27:26Z,Embedded Line Scan Image Sensors: The Low Cost Alternative for High Speed Imaging,"Stef Van Wolputte, Wim Abbeloos, Stijn Helsen, Abdellatif Bey-Temsamani, Toon Goedemé",http://arxiv.org/pdf/1612.02218v1,"Proceedings of the International Conference on Image Processing Theory, Tools and Applications (2015) 543-549",none,cs.CV,Summary22188,1612.02219v1,2016-12-07T12:29:46Z,Process Monitoring of Extrusion Based 3D Printing via Laser Scanning,"Matthias Faes, Wim Abbeloos, Frederik Vogeler, Hans Valkenaers, Kurt Coppens, Toon Goedemé, Eleonora Ferraris",http://arxiv.org/pdf/1612.02219v1,Conference Proceedings PMI 6 (2014) 363-367,none,cs.CV,Summary22189,1612.02223v1,2016-12-07T12:35:45Z,Exploring the potential of combining time of flight and thermal infrared cameras for person detection,"Wim Abbeloos, Toon Goedemé",http://arxiv.org/pdf/1612.02223v1,"Proceedings of the International Conference on Informatics in Control, Automation and Robotics (2013) 464-470",none,cs.CV,Summary22190,1612.02287v3,2016-12-07T15:23:12Z,Global Hypothesis Generation for 6D Object Pose Estimation,"Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother",http://arxiv.org/pdf/1612.02287v3,No journal ref found,none,cs.CV,Summary22191,1612.02335v1,2016-12-07T17:20:09Z,Pano2Vid: Automatic Cinematography for Watching 360$^{\circ}$ Videos,"Yu-Chuan Su, Dinesh Jayaraman, Kristen Grauman",http://arxiv.org/pdf/1612.02335v1,No journal ref found,none,cs.CV,Summary22192,1612.02372v1,2016-12-07T18:59:19Z,Differential Angular Imaging for Material Recognition,"Jia Xue, Hang Zhang, Kristin Dana, Ko Nishino",http://arxiv.org/pdf/1612.02372v1,No journal ref found,none,cs.CV,Summary22193,1612.02374v1,2016-12-07T19:01:17Z,Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data,"Shashank Jaiswal, Michel Valstar, Alinda Gillott, David Daley",http://arxiv.org/pdf/1612.02374v1,No journal ref found,none,cs.CV,Summary22194,1612.02401v1,2016-12-07T20:26:53Z,DeMoN: Depth and Motion Network for Learning Monocular Stereo,"Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox",http://arxiv.org/pdf/1612.02401v1,No journal ref found,none,cs.CV,Summary22195,1612.02493v1,2016-12-08T00:08:23Z,Research on the Multiple Feature Fusion Image Retrieval Algorithm based on Texture Feature and Rough Set Theory,"Xiaojie Shi, Yijun Shao",http://arxiv.org/pdf/1612.02493v1,No journal ref found,none,cs.CV,Summary22196,1612.02513v1,2016-12-08T02:42:20Z,Complex Matrix Factorization for Face Recognition,"Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang",http://arxiv.org/pdf/1612.02513v1,No journal ref found,none,cs.CV,Summary22197,1612.02521v1,2016-12-08T03:25:59Z,An Efficient Algorithm for the Piecewise-Smooth Model with Approximately Explicit Solutions,"Huihui Song, Yuhui Zheng, Kaihua Zhang",http://arxiv.org/pdf/1612.02521v1,No journal ref found,none,cs.CV,Summary22198,1612.02534v1,2016-12-08T05:53:16Z,Contextual Visual Similarity,"Xiaofang Wang, Kris M. Kitani, Martial Hebert",http://arxiv.org/pdf/1612.02534v1,No journal ref found,none,cs.CV,Summary22199,1612.02541v1,2016-12-08T06:20:03Z,Query-adaptive Image Retrieval by Deep Weighted Hashing,"Jian Zhang, Yuxin Peng, Junchao Zhang",http://arxiv.org/pdf/1612.02541v1,No journal ref found,none,cs.CV,Summary22200,1612.02559v1,2016-12-08T08:23:09Z,AGA: Attribute Guided Augmentation,"Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos",http://arxiv.org/pdf/1612.02559v1,No journal ref found,none,cs.CV,Summary22201,1612.02562v3,2016-12-08T08:43:42Z,Classification of Neurological Gait Disorders Using Multi-task Feature Learning,"Ioannis Papavasileiou, Wenlong Zhang, Xin Wang, Jinbo Bi, Li Zhang, Song Han",http://arxiv.org/pdf/1612.02562v3,No journal ref found,none,cs.CV,Summary22202,1612.02575v1,2016-12-08T09:35:13Z,Filter sharing: Efficient learning of parameters for volumetric convolutions,"Rahul Venkataramani, Sheshadri Thiruvenkadam, Prasad Sudhakar, Hariharan Ravishankar, Vivek Vaidya",http://arxiv.org/pdf/1612.02575v1,No journal ref found,none,cs.CV,Summary22203,1612.02583v1,2016-12-08T10:05:57Z,From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur,"Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi",http://arxiv.org/pdf/1612.02583v1,No journal ref found,none,cs.CV,Summary22204,1612.02590v2,2016-12-08T10:44:03Z,Scene Flow Estimation: A Survey,"Zike Yan, Xuezhi Xiang",http://arxiv.org/pdf/1612.02590v2,No journal ref found,none,cs.CV,Summary22205,1612.02631v1,2016-12-08T13:13:01Z,Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm,"Seong-Gyun Jeong, Yuliya Tarabalka, Nicolas Nisse, Josiane Zerubia",http://arxiv.org/pdf/1612.02631v1,No journal ref found,none,cs.CV,Summary22206,1612.02646v1,2016-12-08T13:59:18Z,Learning Video Object Segmentation from Static Images,"Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung",http://arxiv.org/pdf/1612.02646v1,No journal ref found,none,cs.CV,Summary22207,1612.02649v1,2016-12-08T14:11:10Z,FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation,"Judy Hoffman, Dequan Wang, Fisher Yu, Trevor Darrell",http://arxiv.org/pdf/1612.02649v1,No journal ref found,none,cs.CV,Summary22208,1612.02675v1,2016-12-08T14:59:07Z,Domain knowledge assisted cyst segmentation in OCT retinal images,"Karthik Gopinath, Jayanthi Sivaswamy",http://arxiv.org/pdf/1612.02675v1,No journal ref found,none,cs.CV,Summary22209,1612.02699v1,2016-12-08T15:33:19Z,Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing,"Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker",http://arxiv.org/pdf/1612.02699v1,No journal ref found,none,cs.CV,Summary22210,1612.02709v1,2016-12-08T16:12:23Z,Predicting Ground-Level Scene Layout from Aerial Imagery,"Menghua Zhai, Zachary Bessinger, Scott Workman, Nathan Jacobs",http://arxiv.org/pdf/1612.02709v1,No journal ref found,none,cs.CV,Summary22211,1612.02742v1,2016-12-08T17:53:54Z,Joint Hand Detection and Rotation Estimation by Using CNN,"Xiaoming Deng, Ye Yuan, Yinda Zhang, Ping Tan, Liang Chang, Shuo Yang, Hongan Wang",http://arxiv.org/pdf/1612.02742v1,No journal ref found,none,cs.CV,Summary22212,1612.02761v1,2016-12-08T18:33:08Z,A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis,"Yuelong Li, Chul Lee, Vishal Monga",http://arxiv.org/pdf/1612.02761v1,No journal ref found,none,cs.CV,Summary22213,1612.02766v1,2016-12-08T18:46:39Z,Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation,"Xianming Liu, Amy Zhang, Tobias Tiecke, Andreas Gros, Thomas S. Huang",http://arxiv.org/pdf/1612.02766v1,No journal ref found,none,cs.CV,Summary22214,1612.02844v1,2016-12-08T21:27:31Z,Deep TEN: Texture Encoding Network,"Hang Zhang, Jia Xue, Kristin Dana",http://arxiv.org/pdf/1612.02844v1,No journal ref found,none,cs.CV,Summary22215,1612.02859v1,2016-12-08T22:22:14Z,Exploiting 2D Floorplan for Building-scale Panorama RGBD Alignment,"Erik Wijmans, Yasutaka Furukawa",http://arxiv.org/pdf/1612.02859v1,No journal ref found,none,cs.CV,Summary22216,1612.02880v1,2016-12-09T01:02:37Z,Fast Fourier single-pixel imaging using binary illumination,"Zibang Zhang, Xueying Wang, Jingang Zhong",http://arxiv.org/pdf/1612.02880v1,No journal ref found,none,cs.CV,Summary22217,1612.02889v1,2016-12-09T01:49:41Z,Gesture-based Bootstrapping for Egocentric Hand Segmentation,"Yubo Zhang, Vishnu Naresh Boddeti, Kris M. Kitani",http://arxiv.org/pdf/1612.02889v1,No journal ref found,none,cs.CV,Summary22218,1612.02903v1,2016-12-09T03:59:31Z,Facial Expression Recognition using Convolutional Neural Networks: State of the Art,"Christopher Pramerdorfer, Martin Kampel",http://arxiv.org/pdf/1612.02903v1,No journal ref found,none,cs.CV,Summary22219,1612.03052v1,2016-12-09T15:20:23Z,ActionFlowNet: Learning Motion Representation for Action Recognition,"Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis",http://arxiv.org/pdf/1612.03052v1,No journal ref found,none,cs.CV,Summary22220,1612.03094v1,2016-12-09T17:20:17Z,Following Gaze Across Views,"Adrià Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba",http://arxiv.org/pdf/1612.03094v1,No journal ref found,none,cs.CV,Summary22221,1612.03129v1,2016-12-09T18:57:33Z,Shape-aware Instance Segmentation,"Zeeshan Hayder, Xuming He, Mathieu Salzmann",http://arxiv.org/pdf/1612.03129v1,No journal ref found,none,cs.CV,Summary22222,1612.03142v1,2016-12-09T19:48:15Z,Quantifying and Predicting Image Scenicness,"Scott Workman, Richard Souvenir, Nathan Jacobs",http://arxiv.org/pdf/1612.03142v1,No journal ref found,none,cs.CV,Summary22223,1612.03144v1,2016-12-09T19:55:54Z,Feature Pyramid Networks for Object Detection,"Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie",http://arxiv.org/pdf/1612.03144v1,No journal ref found,none,cs.CV,Summary22224,1612.03153v1,2016-12-09T20:25:04Z,Panoptic Studio: A Massively Multiview System for Social Interaction Capture,"Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, Yaser Sheikh",http://arxiv.org/pdf/1612.03153v1,No journal ref found,none,cs.CV,Summary22225,1612.03217v1,2016-12-09T23:31:35Z,Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks,"Jianxu Chen, Chukka Srinivas",http://arxiv.org/pdf/1612.03217v1,No journal ref found,none,cs.CV,Summary22226,1612.03236v1,2016-12-10T01:43:01Z,Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation,"Hieu Le, Chen-Ping Yu, Gregory Zelinsky, Dimitris Samaras",http://arxiv.org/pdf/1612.03236v1,No journal ref found,none,cs.CV,Summary22227,1612.03273v1,2016-12-10T10:07:24Z,Towards an Automated Image De-fencing Algorithm Using Sparsity,"Sankaraganesh Jonna, Krishna K. Nakka, Rajiv R. Sahay",http://arxiv.org/pdf/1612.03273v1,No journal ref found,none,cs.CV,Summary22228,1612.03382v2,2016-12-11T07:50:00Z,A Novel Motion Detection Method Resistant to Severe Illumination Changes,"Sahar Yousefi, M. T. Manzuri Shalmani, Jeremy Lin",http://arxiv.org/pdf/1612.03382v2,No journal ref found,none,cs.CV,Summary22229,1612.03477v1,2016-12-11T21:05:18Z,On Choosing Training and Testing Data for Supervised Algorithms in Ground Penetrating Radar Data for Buried Threat Detection,"Daniël Reichman, Leslie M. Collins, Jordan M. Malof",http://arxiv.org/pdf/1612.03477v1,No journal ref found,none,cs.CV,Summary22230,1612.03530v1,2016-12-12T03:25:35Z,Recurrent Attentional Model for No-Reference Image Quality Assessment,"Diqi Chen, Yizhou Wang, Tianfu Wu, Wen Gao",http://arxiv.org/pdf/1612.03530v1,No journal ref found,none,cs.CV,Summary22231,1612.03550v1,2016-12-12T06:12:19Z,PIGMIL: Positive Instance Detection via Graph Updating for Multiple Instance Learning,"Dongkuan Xu, Jia Wu, Wei Zhang, Yingjie Tian",http://arxiv.org/pdf/1612.03550v1,No journal ref found,none,cs.CV,Summary22232,1612.03557v1,2016-12-12T06:52:36Z,Text-guided Attention Model for Image Captioning,"Jonghwan Mun, Minsu Cho, Bohyung Han",http://arxiv.org/pdf/1612.03557v1,No journal ref found,none,cs.CV,Summary22233,1612.03630v1,2016-12-12T11:48:00Z,A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing,"Zichuan Liu, Yixing Li, Fengbo Ren, Hao Yu",http://arxiv.org/pdf/1612.03630v1,No journal ref found,none,cs.CV,Summary22234,1612.03716v1,2016-12-12T14:46:23Z,COCO-Stuff: Thing and Stuff Classes in Context,"Holger Caesar, Jasper Uijlings, Vittorio Ferrari",http://arxiv.org/pdf/1612.03716v1,No journal ref found,none,cs.CV,Summary22235,1612.03777v1,2016-12-12T16:45:08Z,Next-Flow: Hybrid Multi-Tasking with Next-Frame Prediction to Boost Optical-Flow Estimation in the Wild,Nima Sedaghat,http://arxiv.org/pdf/1612.03777v1,No journal ref found,none,cs.CV,Summary22236,1612.03779v1,2016-12-12T16:50:47Z,PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning,"Alexander Krull, Eric Brachmann, Sebastian Nowozin, Frank Michel, Jamie Shotton, Carsten Rother",http://arxiv.org/pdf/1612.03779v1,No journal ref found,none,cs.CV,Summary22237,1612.03900v1,2016-12-12T20:56:38Z,Deep Supervised Hashing with Triplet Labels,"Xiaofang Wang, Yi Shi, Kris M. Kitani",http://arxiv.org/pdf/1612.03900v1,No journal ref found,none,cs.CV,Summary22238,1612.03925v1,2016-12-12T21:09:06Z,3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study,"J. Dolz, C. Desrosiers, I. Ben Ayed",http://arxiv.org/pdf/1612.03925v1,No journal ref found,none,cs.CV,Summary22239,1612.03928v3,2016-12-12T21:15:57Z,Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer,"Sergey Zagoruyko, Nikos Komodakis",http://arxiv.org/pdf/1612.03928v3,No journal ref found,none,cs.CV,Summary22240,1612.03961v1,2016-12-12T22:51:17Z,Neural Networks with Manifold Learning for Diabetic Retinopathy Detection,"Arjun Raj Rajanna, Kamelia Aryafar, Rajeev Ramchandran, Christye Sisson, Ali Shokoufandeh, Raymond Ptucha",http://arxiv.org/pdf/1612.03961v1,No journal ref found,none,cs.CV,Summary22241,1612.03982v1,2016-12-13T00:22:58Z,Deep Convolutional Poses for Human Interaction Recognition in Monocular Videos,"Marcel Sheeny de Moraes, Sankha Mukherjee, Neil M Robertson",http://arxiv.org/pdf/1612.03982v1,No journal ref found,none,cs.CV,Summary22242,1612.03989v1,2016-12-11T03:10:27Z,A Fast Keypoint Based Hybrid Method for Copy Move Forgery Detection,"Sunil Kumar, J. V. Desai, Shaktidev Mukherjee",http://arxiv.org/pdf/1612.03989v1,No journal ref found,none,cs.CV,Summary22243,1612.04007v2,2016-12-13T03:21:57Z,A Video-Based Method for Objectively Rating Ataxia,"Ronnachai Jaroensri, Amy Zhao, Guha Balakrishnan, Derek Lo, Jeremy Schmahmann, John Guttag, Fredo Durand",http://arxiv.org/pdf/1612.04007v2,No journal ref found,none,cs.CV,Summary22244,1612.04062v1,2016-12-13T08:32:56Z,Spatial Pyramid Convolutional Neural Network for Social Event Detection in Static Image,"Reza Fuad Rachmadi, Keiichi Uchimura, Gou Koutaki",http://arxiv.org/pdf/1612.04062v1,No journal ref found,none,cs.CV,Summary22245,1612.04158v2,2016-12-11T06:31:10Z,Automated Inference on Sociopsychological Impressions of Attractive Female Faces,"Xiaolin Wu, Xi Zhang, Chang Liu",http://arxiv.org/pdf/1612.04158v2,No journal ref found,none,cs.CV,Summary22246,1612.04229v1,2016-12-13T15:21:41Z,Compressive Image Recovery Using Recurrent Generative Model,"Akshat Dave, Anil Kumar Vadathya, Kaushik Mitra",http://arxiv.org/pdf/1612.04229v1,No journal ref found,none,cs.CV,Summary22247,1612.04335v1,2016-12-13T20:01:18Z,Saliency in VR: How do people explore virtual environments?,"Vincent Sitzmann, Ana Serrano, Amy Pavel, Maneesh Agrawala, Diego Gutierrez, Gordon Wetzstein",http://arxiv.org/pdf/1612.04335v1,No journal ref found,none,cs.CV,Summary22248,1612.04402v1,2016-12-13T21:28:02Z,Finding Tiny Faces,"Peiyun Hu, Deva Ramanan",http://arxiv.org/pdf/1612.04402v1,No journal ref found,none,cs.CV,Summary22249,1612.04447v1,2016-12-14T00:47:51Z,Analysis of proposed PDE-based underwater image enhancement algorithms,U. A. Nnolim,http://arxiv.org/pdf/1612.04447v1,No journal ref found,none,cs.CV,Summary22250,1612.04520v1,2016-12-14T07:54:55Z,Single Image Action Recognition using Semantic Body Part Actions,"Zhichen Zhao, Huimin Ma, Shaodi You",http://arxiv.org/pdf/1612.04520v1,No journal ref found,none,cs.CV,Summary22251,1612.04573v1,2016-12-14T11:04:04Z,The Mehler-Fock Transform and some Applications in Texture Analysis and Color Processing,Reiner Lenz,http://arxiv.org/pdf/1612.04573v1,No journal ref found,none,cs.CV,Summary22252,1612.04647v1,2016-12-14T14:13:59Z,UnrealStereo: A Synthetic Dataset for Analyzing Stereo Vision,"Yi Zhang, Weichao Qiu, Qi Chen, Xiaolin Hu, Alan Yuille",http://arxiv.org/pdf/1612.04647v1,No journal ref found,none,cs.CV,Summary22253,1612.04755v1,2016-12-14T18:02:56Z,Super-resolution Reconstruction of SAR Image based on Non-Local Means Denoising Combined with BP Neural Network,"Zeling Wu, Haoxiang Wang",http://arxiv.org/pdf/1612.04755v1,No journal ref found,none,cs.CV,Summary22254,1612.04787v1,2016-12-14T20:03:05Z,Registering large volume serial-section electron microscopy image sets for neural circuit reconstruction using FFT signal whitening,"Arthur W. Wetzel, Jennifer Bakal, Markus Dittrich, David G. C. Hildebrand, Josh L. Morgan, Jeff W. Lichtman",http://arxiv.org/pdf/1612.04787v1,No journal ref found,none,cs.CV,Summary22255,1612.04809v1,2016-12-14T20:55:16Z,Spectral video construction from RGB video: Application to Image Guided Neurosurgery,"Md. Abul Hasnat, Jussi Parkkinen, Markku Hauta-Kasari",http://arxiv.org/pdf/1612.04809v1,No journal ref found,none,cs.CV,Summary22256,1612.04811v1,2016-12-14T20:59:19Z,Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks,"Seyed A. Esmaeili, Bharat Singh, Larry S. Davis",http://arxiv.org/pdf/1612.04811v1,No journal ref found,none,cs.CV,Summary22257,1612.04844v1,2016-12-14T21:18:30Z,The More You Know: Using Knowledge Graphs for Image Classification,"Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta",http://arxiv.org/pdf/1612.04844v1,No journal ref found,none,cs.CV,Summary22258,1612.04854v1,2016-12-14T21:46:09Z,Temporal-Needle: A view and appearance invariant video descriptor,"Michal Yarom, Michal Irani",http://arxiv.org/pdf/1612.04854v1,No journal ref found,none,cs.CV,Summary22259,1612.04862v1,2016-12-08T14:44:31Z,A fuzzy approach for segmentation of touching characters,"Giuseppe Airò Farulla, Nadir Murru, Rosaria Rossini",http://arxiv.org/pdf/1612.04862v1,No journal ref found,none,cs.CV,Summary22260,1612.04869v1,2016-12-14T22:22:41Z,Border-Peeling Clustering,"Nadav Bar, Hadar Averbuch-Elor, Daniel Cohen-Or",http://arxiv.org/pdf/1612.04869v1,No journal ref found,none,cs.CV,Summary22261,1612.04884v1,2016-12-14T23:44:23Z,Scale Coding Bag of Deep Features for Human Attribute and Action Recognition,"Fahad Shahbaz Khan, Joost van de Weijer, Rao Muhammad Anwer, Andrew D. Bagdanov, Michael Felsberg, Jorma Laaksonen",http://arxiv.org/pdf/1612.04884v1,No journal ref found,none,cs.CV,Summary22262,1612.04901v1,2016-12-15T01:27:10Z,Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery,"Vivek Krishnan, Deva Ramanan",http://arxiv.org/pdf/1612.04901v1,No journal ref found,none,cs.CV,Summary22263,1612.04904v1,2016-12-15T02:02:28Z,Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network,"Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gerard Medioni",http://arxiv.org/pdf/1612.04904v1,No journal ref found,none,cs.CV,Summary22264,1612.04966v1,2016-12-15T08:28:16Z,Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network,"Naushad Ansari, Anubha Gupta, Rahul Duggal",http://arxiv.org/pdf/1612.04966v1,No journal ref found,none,cs.CV,Summary22265,1612.05000v2,2016-12-15T09:59:23Z,Development of a Real-time Colorectal Tumor Classification System for Narrow-band Imaging zoom-videoendoscopy,"Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka",http://arxiv.org/pdf/1612.05000v2,No journal ref found,none,cs.CV,Summary22266,1612.05005v1,2016-12-15T10:31:40Z,A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract,"Alexander Hewer, Stefanie Wuhrer, Ingmar Steiner, Korin Richmond",http://arxiv.org/pdf/1612.05005v1,No journal ref found,none,cs.CV,Summary22267,1612.05038v1,2016-12-15T12:15:36Z,Objective Micro-Facial Movement Detection Using FACS-Based Regions and Baseline Evaluation,"Adrian K. Davison, Cliff Lansley, Choon Ching Ng, Kevin Tan, Moi Hoon Yap",http://arxiv.org/pdf/1612.05038v1,No journal ref found,none,cs.CV,Summary22268,1612.05062v1,2016-12-15T13:42:54Z,Reflectance Adaptive Filtering Improves Intrinsic Image Estimation,"Thomas Nestmeyer, Peter V. Gehler",http://arxiv.org/pdf/1612.05062v1,No journal ref found,none,cs.CV,Summary22269,1612.05079v3,2016-12-15T14:22:38Z,SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth,"John McCormac, Ankur Handa, Stefan Leutenegger, Andrew J. Davison",http://arxiv.org/pdf/1612.05079v3,No journal ref found,none,cs.CV,Summary22270,1612.05234v1,2016-12-15T20:43:06Z,Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator,"Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti, Yu Zhang, Fares Beainy, Kris Kitani, Takeo Kanade",http://arxiv.org/pdf/1612.05234v1,No journal ref found,none,cs.CV,Summary22271,1612.05322v2,2016-12-16T00:34:06Z,Towards a Deep Learning Framework for Unconstrained Face Detection,"Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides",http://arxiv.org/pdf/1612.05322v2,No journal ref found,none,cs.CV,Summary22272,1612.05332v1,2016-12-16T01:47:31Z,"Fast, Dense Feature SDM on an iPhone","Ashton Fagg, Simon Lucey, Sridha Sridharan",http://arxiv.org/pdf/1612.05332v1,No journal ref found,none,cs.CV,Summary22273,1612.05360v2,2016-12-16T04:08:43Z,FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics,"Tran Minh Quan, David G. C. Hildebrand, Won-Ki Jeong",http://arxiv.org/pdf/1612.05360v2,No journal ref found,none,cs.CV,Summary22274,1612.05362v1,2016-12-16T04:26:06Z,Medical Image Synthesis with Context-Aware Generative Adversarial Networks,"Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen",http://arxiv.org/pdf/1612.05362v1,No journal ref found,none,cs.CV,Summary22275,1612.05363v1,2016-12-16T04:28:26Z,Learning Residual Images for Face Attribute Manipulation,"Wei Shen, Rujie Liu",http://arxiv.org/pdf/1612.05363v1,No journal ref found,none,cs.CV,Summary22276,1612.05365v1,2016-12-16T04:42:30Z,Output Constraint Transfer for Kernelized Correlation Filter in Tracking,"Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, Linlin Shen, Alessandro Perina, Rongrong Ji",http://arxiv.org/pdf/1612.05365v1,No journal ref found,none,cs.CV,Summary22277,1612.05386v1,2016-12-16T07:07:25Z,The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions,"Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1612.05386v1,No journal ref found,none,cs.CV,Summary22278,1612.05400v1,2016-12-16T09:31:17Z,Deep Residual Hashing,"Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab",http://arxiv.org/pdf/1612.05400v1,No journal ref found,none,cs.CV,Summary22279,1612.05424v1,2016-12-16T10:50:36Z,Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks,"Konstantinos Bousmalis, Nathan Silberman, David Dohan, Dumitru Erhan, Dilip Krishnan",http://arxiv.org/pdf/1612.05424v1,No journal ref found,none,cs.CV,Summary22280,1612.05476v2,2016-12-16T14:14:42Z,A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching,"Paul Swoboda, Carsten Rother, Hassan Abu Alhaija, Dagmar Kainmueller, Bogdan Savchynskyy",http://arxiv.org/pdf/1612.05476v2,No journal ref found,none,cs.CV,Summary22281,1612.05478v2,2016-12-16T14:23:17Z,Video Propagation Networks,"Varun Jampani, Raghudeep Gadde, Peter V. Gehler",http://arxiv.org/pdf/1612.05478v2,No journal ref found,none,cs.CV,Summary22282,1612.05515v1,2016-12-16T15:48:11Z,On the crucial impact of the coupling projector-backprojector in iterative tomographic reconstruction,"Filippo Arcadu, Marco Stampanoni, Federica Marone",http://arxiv.org/pdf/1612.05515v1,No journal ref found,none,cs.CV,Summary22283,1612.05601v1,2016-12-16T19:20:20Z,Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound,"Christian F. Baumgartner, Konstantinos Kamnitsas, Jacqueline Matthew, Tara P. Fletcher, Sandra Smith, Lisa M. Koch, Bernhard Kainz, Daniel Rueckert",http://arxiv.org/pdf/1612.05601v1,No journal ref found,none,cs.CV,Summary22284,1612.05712v1,2016-12-17T07:03:38Z,A Fusion Method Based on Decision Reliability Ratio for Finger Vein Verification,"Liao Ni, Yi Zhang, He Zheng, Shilei Liu, Houjun Huang, Wenxin Li",http://arxiv.org/pdf/1612.05712v1,No journal ref found,none,cs.CV,Summary22285,1612.05719v1,2016-12-17T08:05:51Z,Microscopic Muscle Image Enhancement,"Xiangfei Kong, Lin Yang",http://arxiv.org/pdf/1612.05719v1,No journal ref found,none,cs.CV,Summary22286,1612.05872v1,2016-12-18T08:44:00Z,3D Shape Induction from 2D Views of Multiple Objects,"Matheus Gadelha, Subhransu Maji, Rui Wang",http://arxiv.org/pdf/1612.05872v1,No journal ref found,none,cs.CV,Summary22287,1612.05877v1,2016-12-18T09:08:29Z,Deep Learning on Lie Groups for Skeleton-based Action Recognition,"Zhiwu Huang, Chengde Wan, Thomas Probst, Luc Van Gool",http://arxiv.org/pdf/1612.05877v1,No journal ref found,none,cs.CV,Summary22288,1612.05890v1,2016-12-18T10:30:58Z,Learning a No-Reference Quality Metric for Single-Image Super-Resolution,"Chao Ma, Chih-Yuan Yang, Xiaokang Yang, Ming-Hsuan Yang",http://arxiv.org/pdf/1612.05890v1,No journal ref found,none,cs.CV,Summary22289,1612.06017v1,2016-12-19T00:59:30Z,Parsing Images of Overlapping Organisms with Deep Singling-Out Networks,"Victor Yurchenko, Victor Lempitsky",http://arxiv.org/pdf/1612.06017v1,No journal ref found,none,cs.CV,Summary22290,1612.06053v1,2016-12-19T06:01:30Z,Dual Deep Network for Visual Tracking,"Zhizhen Chi, Hongyang Li, Huchuan Lu, Ming-Hsuan Yang",http://arxiv.org/pdf/1612.06053v1,No journal ref found,none,cs.CV,Summary22291,1612.06096v1,2016-12-19T09:59:07Z,X-ray In-Depth Decomposition: Can Deep Learning Reveal The Latent Structures?,"Shadi Albarqouni, Javad Fotouhi, Nassir Navab",http://arxiv.org/pdf/1612.06096v1,No journal ref found,none,cs.CV,Summary22292,1612.06098v1,2016-12-19T10:03:58Z,Cross-Modal Manifold Learning for Cross-modal Retrieval,"Sailesh Conjeti, Anees Kazi, Nassir Navab, Amin Katouzian",http://arxiv.org/pdf/1612.06098v1,No journal ref found,none,cs.CV,Summary22293,1612.06129v1,2016-12-19T11:27:33Z,Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes,"Christoph Käding, Erik Rodner, Alexander Freytag, Joachim Denzler",http://arxiv.org/pdf/1612.06129v1,No journal ref found,none,cs.CV,Summary22294,1612.06152v1,2016-12-19T12:25:36Z,Few-Shot Object Recognition from Machine-Labeled Web Images,"Zhongwen Xu, Linchao Zhu, Yi Yang",http://arxiv.org/pdf/1612.06152v1,No journal ref found,none,cs.CV,Summary22295,1612.06259v1,2016-12-19T16:41:24Z,Photo-Quality Evaluation based on Computational Aesthetics: Review of Feature Extraction Techniques,Dimitris Spathis,http://arxiv.org/pdf/1612.06259v1,No journal ref found,none,cs.CV,Summary22296,1612.06321v1,2016-12-19T19:35:56Z,Image Retrieval with Deep Local Features and Attention-based Keypoints,"Hyeonwoo Noh, Andre Araujo, Jack Sim, Bohyung Han",http://arxiv.org/pdf/1612.06321v1,No journal ref found,none,cs.CV,Summary22297,1612.06341v1,2016-12-19T20:42:43Z,Dense Supervision for Visual Comparisons via Synthetic Images,"Aron Yu, Kristen Grauman",http://arxiv.org/pdf/1612.06341v1,No journal ref found,none,cs.CV,Summary22298,1612.06371v1,2016-12-19T20:56:40Z,Asynchronous Temporal Fields for Action Recognition,"Gunnar A. Sigurdsson, Santosh Divvala, Ali Farhadi, Abhinav Gupta",http://arxiv.org/pdf/1612.06371v1,No journal ref found,none,cs.CV,Summary22299,1612.06423v1,2016-12-19T21:38:53Z,Feature Encoding in Band-limited Distributed Surveillance Systems,"Alireza Rahimpour, Ali Taalimi, Hairong Qi",http://arxiv.org/pdf/1612.06423v1,No journal ref found,none,cs.CV,Summary22300,1612.06435v1,2016-12-19T22:01:59Z,Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension,"João B. Florindo, Odemir M. Bruno",http://arxiv.org/pdf/1612.06435v1,No journal ref found,none,cs.CV,Summary22301,1612.06443v1,2016-12-19T22:19:19Z,Binary Distance Transform to Improve Feature Extraction,"Mariane Barros Neiva, Antoine Manzanera, Odemir Martinez Bruno",http://arxiv.org/pdf/1612.06443v1,No journal ref found,none,cs.CV,Summary22302,1612.06454v1,2016-12-19T23:14:26Z,Exploring Structure for Long-Term Tracking of Multiple Objects in Sports Videos,"Henrique Morimitsu, Isabelle Bloch, Roberto M. Cesar-Jr",http://arxiv.org/pdf/1612.06454v1,No journal ref found,none,cs.CV,Summary22303,1612.06457v2,2016-12-19T23:38:26Z,High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts,"Corneliu T. C. Arsene, Peter E. Pormann, Naima Afif, Stephen Church, Mark Dickinson",http://arxiv.org/pdf/1612.06457v2,No journal ref found,none,cs.CV,Summary22304,1612.06496v1,2016-12-20T03:06:58Z,Efficiently Computing Piecewise Flat Embeddings for Data Clustering and Image Segmentation,"Renee T. Meinhold, Tyler L. Hayes, Nathan D. Cahill",http://arxiv.org/pdf/1612.06496v1,No journal ref found,none,cs.CV,Summary22305,1612.06508v1,2016-12-20T04:56:56Z,Deeply Aggregated Alternating Minimization for Image Restoration,"Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn",http://arxiv.org/pdf/1612.06508v1,No journal ref found,none,cs.CV,Summary22306,1612.06524v1,2016-12-20T06:45:49Z,3D Human Pose Estimation = 2D Pose Estimation + Matching,"Ching-Hang Chen, Deva Ramanan",http://arxiv.org/pdf/1612.06524v1,No journal ref found,none,cs.CV,Summary22307,1612.06543v1,2016-12-20T08:19:52Z,Wide-Slice Residual Networks for Food Recognition,"Niki Martinel, Gian Luca Foresti, Christian Micheloni",http://arxiv.org/pdf/1612.06543v1,No journal ref found,none,cs.CV,Summary22308,1612.06558v1,2016-12-20T09:10:30Z,End-to-End Pedestrian Collision Warning System based on a Convolutional Neural Network with Semantic Segmentation,"Heechul Jung, Min-Kook Choi, Kwon Soon, Woo Young Jung",http://arxiv.org/pdf/1612.06558v1,No journal ref found,none,cs.CV,Summary22309,1612.06615v1,2016-12-20T11:33:31Z,Deep Motion Features for Visual Tracking,"Susanna Gladh, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg",http://arxiv.org/pdf/1612.06615v1,No journal ref found,none,cs.CV,Summary22310,1612.06703v1,2016-12-20T15:20:28Z,Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data,"Adhavan Jayabalan, Harish Karunakaran, Shravan Murlidharan, Tesia Shizume",http://arxiv.org/pdf/1612.06703v1,No journal ref found,none,cs.CV,Summary22311,1612.06795v2,2016-12-20T18:33:28Z,Two decades of local binary patterns: A survey,"Matti Pietikäinen, Guoying Zhao",http://arxiv.org/pdf/1612.06795v2,No journal ref found,none,cs.CV,Summary22312,1612.06825v2,2016-12-20T19:54:37Z,Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images,"Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurc, Joel H. Saltz",http://arxiv.org/pdf/1612.06825v2,No journal ref found,none,cs.CV,Summary22313,1612.06836v1,2016-12-20T20:24:57Z,Understanding Higher-Order Shape via 3D Shape Attributes,"David F. Fouhey, Abhinav Gupta, Andrew Zisserman",http://arxiv.org/pdf/1612.06836v1,No journal ref found,none,cs.CV,Summary22314,1612.06919v1,2016-12-20T23:25:27Z,A Statistical Approach to Continuous Self-Calibrating Eye Gaze Tracking for Head-Mounted Virtual Reality Systems,"Subarna Tripathi, Brian Guenter",http://arxiv.org/pdf/1612.06919v1,No journal ref found,none,cs.CV,Summary22315,1612.06933v1,2016-12-21T00:53:18Z,Unsupervised Place Discovery for Visual Place Classification,"Fei Xiaoxiao, Tanaka Kanji, Inamoto Kouya",http://arxiv.org/pdf/1612.06933v1,No journal ref found,none,cs.CV,Summary22316,1612.06950v1,2016-12-21T02:29:53Z,Temporal Tessellation for Video Annotation and Summarization,"Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf",http://arxiv.org/pdf/1612.06950v1,No journal ref found,none,cs.CV,Summary22317,1612.07003v2,2016-12-21T08:04:31Z,Image biomarker standardisation initiative - feature definitions,"Alex Zwanenburg, Stefan Leger, Martin Vallières, Steffen Löck, for the Image Biomarker Standardisation Initiative",http://arxiv.org/pdf/1612.07003v2,No journal ref found,none,cs.CV,Summary22318,1612.07153v1,2016-12-21T14:50:36Z,Trilaminar Multiway Reconstruction Tree for Efficient Large Scale Structure from Motion,"Kun Sun, Wenbing Tao",http://arxiv.org/pdf/1612.07153v1,No journal ref found,none,cs.CV,Summary22319,1612.07180v1,2016-12-21T15:24:34Z,A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology,"Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Minsoo Kim, Seokhwi Kim",http://arxiv.org/pdf/1612.07180v1,No journal ref found,none,cs.CV,Summary22320,1612.07217v1,2016-12-21T16:14:41Z,Learning Motion Patterns in Videos,"Pavel Tokmakov, Karteek Alahari, Cordelia Schmid",http://arxiv.org/pdf/1612.07217v1,No journal ref found,none,cs.CV,Summary22321,1612.07310v1,2016-12-15T13:46:58Z,Beyond Holistic Object Recognition: Enriching Image Understanding with Part States,"Cewu Lu, Hao Su, Yongyi Lu, Li Yi, Chikeung Tang, Leonidas Guibas",http://arxiv.org/pdf/1612.07310v1,No journal ref found,none,cs.CV,Summary22322,1612.07360v1,2016-12-21T22:02:34Z,Top-down Visual Saliency Guided by Captions,"Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko",http://arxiv.org/pdf/1612.07360v1,No journal ref found,none,cs.CV,Summary22323,1612.07379v1,2016-12-21T23:09:01Z,Automatic Identification of Scenedesmus Polymorphic Microalgae from Microscopic Images,"Jhony-Heriberto Giraldo-Zuluaga, Geman Diez, Alexander Gomez, Tatiana Martinez, Mariana Peñuela Vasquez, Jesus Francisco Vargas Bonilla, Augusto Salazar",http://arxiv.org/pdf/1612.07379v1,No journal ref found,none,cs.CV,Summary22324,1612.07429v2,2016-12-22T03:18:12Z,Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks,"Yinda Zhang, Shuran Song, Ersin Yumer, Manolis Savva, Joon-Young Lee, Hailin Jin, Thomas Funkhouser",http://arxiv.org/pdf/1612.07429v2,No journal ref found,none,cs.CV,Summary22325,1612.07453v1,2016-12-22T06:12:43Z,Deep Blind Compressed Sensing,"Shikha Singh, Vanika Singhal, Angshul Majumdar",http://arxiv.org/pdf/1612.07453v1,No journal ref found,none,cs.CV,Summary22326,1612.07528v2,2016-12-22T10:21:09Z,Cohort of LSTM and lexicon verification for handwriting recognition with gigantic lexicon,"Bruno Stuner, Clément Chatelain, Thierry Paquet",http://arxiv.org/pdf/1612.07528v2,No journal ref found,none,cs.CV,Summary22327,1612.07545v2,2016-12-22T11:17:55Z,A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search,Deng Cai,http://arxiv.org/pdf/1612.07545v2,No journal ref found,none,cs.CV,Summary22328,1612.07625v1,2016-12-22T14:50:40Z,Hardware for Machine Learning: Challenges and Opportunities,"Vivienne Sze, Yu-Hsin Chen, Joel Emer, Amr Suleiman, Zhengdong Zhang",http://arxiv.org/pdf/1612.07625v1,No journal ref found,none,cs.CV,Summary22329,1612.07697v1,2016-12-22T17:01:01Z,Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions,"A. Vakhitov, A. Kuzmin, V. Lempitsky",http://arxiv.org/pdf/1612.07697v1,No journal ref found,none,cs.CV,Summary22330,1612.07767v1,2016-12-22T19:45:31Z,Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics,"Xin Li, Fuxin Li",http://arxiv.org/pdf/1612.07767v1,No journal ref found,none,cs.CV,Summary22331,1612.07796v1,2016-12-22T20:57:22Z,Online Semantic Activity Forecasting with DARKO,"Nicholas Rhinehart, Kris M. Kitani",http://arxiv.org/pdf/1612.07796v1,No journal ref found,none,cs.CV,Summary22332,1612.07899v1,2016-12-23T08:20:10Z,DARN: a Deep Adversial Residual Network for Intrinsic Image Decomposition,"Louis Lettry, Kenneth Vanhoey, Luc Van Gool",http://arxiv.org/pdf/1612.07899v1,No journal ref found,none,cs.CV,Summary22333,1612.07919v1,2016-12-23T10:16:26Z,EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis,"Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch",http://arxiv.org/pdf/1612.07919v1,No journal ref found,none,cs.CV,Summary22334,1612.07921v1,2016-12-23T10:17:00Z,"Understanding Non-optical Remote-sensed Images: Needs, Challenges and Ways Forward",Amit Kumar Mishra,http://arxiv.org/pdf/1612.07921v1,No journal ref found,none,cs.CV,Summary22335,1612.07978v1,2016-12-23T14:17:31Z,Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information,"Hengkai Guo, Guijin Wang, Xinghao Chen",http://arxiv.org/pdf/1612.07978v1,No journal ref found,none,cs.CV,Summary22336,1612.08012v2,2016-12-23T15:47:27Z,"Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge","Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia M Schaefer-Prokop, Ernst T. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs",http://arxiv.org/pdf/1612.08012v2,No journal ref found,none,cs.CV,Summary22337,1612.08036v1,2016-12-23T17:01:31Z,Focused Learning and Proofreading for Delineation of Curvilinear Structures,"Agata Mosinska, Carlos Becker, Pascal Fua",http://arxiv.org/pdf/1612.08036v1,No journal ref found,none,cs.CV,Summary22338,1612.08037v1,2016-12-23T17:02:16Z,Blind restoration for non-uniform aerial images using non-local Retinex model and shearlet-based higher-order regularization,"Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao",http://arxiv.org/pdf/1612.08037v1,No journal ref found,none,cs.CV,Summary22339,1612.08049v1,2016-12-23T17:38:23Z,Correlation Preserving Sparse Coding Over Multi-level Dictionaries for Image Denoising,"Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao",http://arxiv.org/pdf/1612.08049v1,No journal ref found,none,cs.CV,Summary22340,1612.08169v1,2016-12-24T12:04:31Z,Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning,"Kaihua Zhang, Xuejun Li, Qingshan Liu",http://arxiv.org/pdf/1612.08169v1,No journal ref found,none,cs.CV,Summary22341,1612.08185v3,2016-12-24T14:20:05Z,Latent Variable PixelCNNs for Natural Image Modeling,"Alexander Kolesnikov, Christoph H. Lampert",http://arxiv.org/pdf/1612.08185v3,No journal ref found,none,cs.CV,Summary22342,1612.08230v1,2016-12-25T02:15:50Z,Pancreas Segmentation in Abdominal CT Scan: A Coarse-to-Fine Approach,"Yuyin Zhou, Lingxi Xie, Wei Shen, Elliot Fishman, Alan Yuille",http://arxiv.org/pdf/1612.08230v1,No journal ref found,none,cs.CV,Summary22343,1612.08242v1,2016-12-25T07:21:38Z,"YOLO9000: Better, Faster, Stronger","Joseph Redmon, Ali Farhadi",http://arxiv.org/pdf/1612.08242v1,No journal ref found,none,cs.CV,Summary22344,1612.08274v1,2016-12-25T16:00:40Z,Globally Optimal Object Tracking with Fully Convolutional Networks,"Jinho Lee, Brian Kenji Iwana, Shouta Ide, Seiichi Uchida",http://arxiv.org/pdf/1612.08274v1,No journal ref found,none,cs.CV,Summary22345,1612.08359v1,2016-12-26T10:30:05Z,Extracting Sub-Exposure Images from a Single Capture Through Fourier-based Optical Modulation,"Shah Rez Khan, Martin Feldman, Bahadir K. Gunturk",http://arxiv.org/pdf/1612.08359v1,No journal ref found,none,cs.CV,Summary22346,1612.08408v1,2016-12-26T15:44:17Z,Signature of Geometric Centroids for 3D Local Shape Description and Partial Shape Matching,"Keke Tang, Peng Song, Xiaoping Chen",http://arxiv.org/pdf/1612.08408v1,No journal ref found,none,cs.CV,Summary22347,1612.08484v1,2016-12-27T03:18:28Z,An Automated CNN Recommendation System for Image Classification Tasks,"Song Wang, Li Sun, Wei Fan, Jun Sun, Satoshi Naoi, Koichi Shirahata, Takuya Fukagai, Yasumoto Tomita, Atsushi Ike",http://arxiv.org/pdf/1612.08484v1,No journal ref found,none,cs.CV,Summary22348,1612.08499v1,2016-12-27T05:03:09Z,End-to-End Data Visualization by Metric Learning and Coordinate Transformation,"Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt",http://arxiv.org/pdf/1612.08499v1,No journal ref found,none,cs.CV,Summary22349,1612.08510v1,2016-12-27T06:38:43Z,Learning Non-Lambertian Object Intrinsics across ShapeNet Categories,"Jian Shi, Yue Dong, Hao Su, Stella X. Yu",http://arxiv.org/pdf/1612.08510v1,No journal ref found,none,cs.CV,Summary22350,1612.08534v1,2016-12-27T08:36:48Z,Robust LSTM-Autoencoders for Face De-Occlusion in the Wild,"Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan",http://arxiv.org/pdf/1612.08534v1,No journal ref found,none,cs.CV,Summary22351,1612.08792v2,2016-12-28T02:58:41Z,Superpixel Segmentation Using Gaussian Mixture Model,"Zhihua Ban, Jianguo Liu, Li Cao",http://arxiv.org/pdf/1612.08792v2,No journal ref found,none,cs.CV,Summary22352,1612.08796v1,2016-12-28T04:06:10Z,Symbolic Representation and Classification of Logos,"D. S. Guru, N. Vinay Kumar",http://arxiv.org/pdf/1612.08796v1,No journal ref found,none,cs.CV,Summary22353,1612.08820v1,2016-12-28T07:44:17Z,Multivariate mixture model for myocardium segmentation combining multi-source images,Xiahai Zhuang,http://arxiv.org/pdf/1612.08820v1,No journal ref found,none,cs.CV,Summary22354,1612.08871v1,2016-12-28T12:50:39Z,Semantic Video Segmentation by Gated Recurrent Flow Propagation,"David Nilsson, Cristian Sminchisescu",http://arxiv.org/pdf/1612.08871v1,No journal ref found,none,cs.CV,Summary22355,1612.08879v1,2016-12-28T13:24:10Z,Deep Unsupervised Representation Learning for Remote Sensing Images,DaoYu Lin,http://arxiv.org/pdf/1612.08879v1,No journal ref found,none,cs.CV,Summary22356,1612.08894v1,2016-12-28T14:23:34Z,Unsupervised domain adaptation in brain lesion segmentation with adversarial networks,"Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker",http://arxiv.org/pdf/1612.08894v1,No journal ref found,none,cs.CV,Summary22357,1612.09161v1,2016-12-29T14:50:53Z,Learning Visual N-Grams from Web Data,"Ang Li, Allan Jabri, Armand Joulin, Laurens van der Maaten",http://arxiv.org/pdf/1612.09161v1,No journal ref found,none,cs.CV,Summary22358,1612.09322v2,2016-12-29T21:48:22Z,Deep Learning Logo Detection with Data Expansion by Synthesising Context,"Hang Su, Xiatian Zhu, Shaogang Gong",http://arxiv.org/pdf/1612.09322v2,No journal ref found,none,cs.CV,Summary22359,1612.09346v1,2016-12-29T23:42:49Z,Rotation equivariant vector field networks,"Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia",http://arxiv.org/pdf/1612.09346v1,No journal ref found,none,cs.CV,Summary22360,1612.09401v1,2016-12-30T06:32:38Z,Action Recognition Based on Joint Trajectory Maps with Convolutional Neural Networks,"Pichao Wang, Wanqing Li, Chuankun Li, Yonghong Hou",http://arxiv.org/pdf/1612.09401v1,No journal ref found,none,cs.CV,Summary22361,1612.09411v1,2016-12-30T07:41:25Z,Shape Estimation from Defocus Cue for Microscopy Images via Belief Propagation,Arnav Bhavsar,http://arxiv.org/pdf/1612.09411v1,No journal ref found,none,cs.CV,Summary22362,1612.09508v2,2016-12-30T15:39:45Z,Feedback Networks,"Amir R. Zamir, Te-Lin Wu, Lin Sun, William Shen, Jitendra Malik, Silvio Savarese",http://arxiv.org/pdf/1612.09508v2,No journal ref found,none,cs.CV,Summary22363,1612.09548v1,2016-12-30T18:08:16Z,A Unified Tensor-based Active Appearance Face Model,"Zhen-Hua Feng, Josef Kittler, William Christmas, Xiao-Jun Wu",http://arxiv.org/pdf/1612.09548v1,No journal ref found,none,cs.CV,Summary22364,1701.00031v1,2016-12-30T23:23:38Z,Super-Resolution Reconstruction of Electrical Impedance Tomography Images,"R. A. Borsoi, J. C. C. Aya, G. H. Costa, J. C. M. Bermudez",http://arxiv.org/pdf/1701.00031v1,No journal ref found,none,cs.CV,Summary22365,1701.00040v1,2016-12-31T00:40:17Z,p-DLA: A Predictive System Model for Onshore Oil and Gas Pipeline Dataset Classification and Monitoring - Part 1,E. N. Osegi,http://arxiv.org/pdf/1701.00040v1,No journal ref found,none,cs.CV,Summary22366,1701.00142v1,2016-12-31T16:49:39Z,EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract),"Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt",http://arxiv.org/pdf/1701.00142v1,No journal ref found,none,cs.CV,Summary22367,1701.00165v1,2016-12-31T20:24:16Z,Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning,"Amit Shaked, Lior Wolf",http://arxiv.org/pdf/1701.00165v1,No journal ref found,none,cs.CV,Summary22368,1701.00193v1,2017-01-01T04:20:20Z,Video-based Person Re-identification with Accumulative Motion Context,"Hao Liu, Zequn Jie, Karlekar Jayashree, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng",http://arxiv.org/pdf/1701.00193v1,No journal ref found,none,cs.CV,Summary22369,1701.00295v3,2017-01-01T22:50:51Z,Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image,"Denis Tome, Chris Russell, Lourdes Agapito",http://arxiv.org/pdf/1701.00295v3,No journal ref found,none,cs.CV,Summary22370,1701.00352v1,2017-01-02T10:12:03Z,Weakly Supervised Semantic Segmentation using Web-Crawled Videos,"Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han",http://arxiv.org/pdf/1701.00352v1,No journal ref found,none,cs.CV,Summary22371,1701.00405v1,2017-01-02T14:36:20Z,Adversarially Tuned Scene Generation,"V S R Veeravasarapu, Constantin Rothkopf, Ramesh Visvanathan",http://arxiv.org/pdf/1701.00405v1,No journal ref found,none,cs.CV,Summary22372,1701.00449v1,2017-01-02T17:00:53Z,Retrieving Similar X-Ray Images from Big Image Data Using Radon Barcodes with Single Projections,"Morteza Babaie, H. R. Tizhoosh, Shujin Zhu, M. E. Shiri",http://arxiv.org/pdf/1701.00449v1,No journal ref found,none,cs.CV,Summary22373,1701.00561v1,2017-01-03T01:10:51Z,Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation,"Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli",http://arxiv.org/pdf/1701.00561v1,No journal ref found,none,cs.CV,Summary22374,1701.00669v1,2017-01-03T11:43:44Z,Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space,"Matthias Vestner, Roee Litman, Emanuele Rodolà, Alex Bronstein, Daniel Cremers",http://arxiv.org/pdf/1701.00669v1,No journal ref found,none,cs.CV,Summary22375,1701.00723v1,2017-01-03T15:32:16Z,Image denoising using group sparsity residual and external nonlocal self-similarity prior,"Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang",http://arxiv.org/pdf/1701.00723v1,No journal ref found,none,cs.CV,Summary22376,1701.00794v1,2017-01-03T19:29:41Z,Constrained Deep Weak Supervision for Histopathology Image Segmentation,"Zhipeng Jia, Xingyi Huang, Eric I-Chao Chang, Yan Xu",http://arxiv.org/pdf/1701.00794v1,No journal ref found,none,cs.CV,Summary22377,1701.00804v1,2017-01-03T19:59:15Z,Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation,"Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente",http://arxiv.org/pdf/1701.00804v1,No journal ref found,none,cs.CV,Summary22378,1701.00823v1,2017-01-03T20:41:46Z,Learning a Mixture of Deep Networks for Single Image Super-Resolution,"Ding Liu, Zhaowen Wang, Nasser Nasrabadi, Thomas Huang",http://arxiv.org/pdf/1701.00823v1,No journal ref found,none,cs.CV,Summary22379,1701.00892v1,2017-01-04T03:24:29Z,Automated Blood Vessel Segmentation of Fundus Images Based on Region Features and Hierarchical Growth Algorithm,"Zhun Fan, Jiewei Lu, Wenji Li",http://arxiv.org/pdf/1701.00892v1,No journal ref found,none,cs.CV,Summary22380,1701.00951v1,2017-01-04T10:28:10Z,A Concave Optimization Algorithm for Matching Partially Overlapping Point Sets,"Wei Lian, Lei Zhang",http://arxiv.org/pdf/1701.00951v1,No journal ref found,none,cs.CV,Summary22381,1701.00995v1,2017-01-04T13:17:49Z,An Evaluation Framework and Database for MoCap-Based Gait Recognition Methods,"Michal Balazia, Petr Sojka",http://arxiv.org/pdf/1701.00995v1,No journal ref found,none,cs.CV,Summary22382,1701.01035v1,2017-01-04T14:53:07Z,Path-following based Point Matching using Similarity Transformation,Wei Lian,http://arxiv.org/pdf/1701.01035v1,No journal ref found,none,cs.CV,Summary22383,1701.01077v1,2017-01-04T17:12:43Z,Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection,"Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou, Paul Lukowicz, Marcus Liwicki",http://arxiv.org/pdf/1701.01077v1,No journal ref found,none,cs.CV,Summary22384,1701.01081v2,2017-01-04T17:16:54Z,SalGAN: Visual Saliency Prediction with Generative Adversarial Networks,"Junting Pan, Cristian Canton Ferrer, Kevin McGuinness, Noel E. OConnor, Jordi Torres, Elisa Sayrol, Xavier Giro-i-Nieto",http://arxiv.org/pdf/1701.01081v2,No journal ref found,none,cs.CV,Summary22385,1701.01142v1,2016-12-17T19:43:18Z,The Dem@Care Experiments and Datasets: a Technical Report,"Anastasios Karakostas, Alexia Briassouli, Konstantinos Avgerinakis, Ioannis Kompatsiaris, Magda Tsolaki",http://arxiv.org/pdf/1701.01142v1,No journal ref found,none,cs.CV,Summary22386,1701.01370v1,2017-01-05T16:27:46Z,Learning from Synthetic Humans,"Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael Black, Ivan Laptev, Cordelia Schmid",http://arxiv.org/pdf/1701.01370v1,No journal ref found,none,cs.CV,Summary22387,1701.01480v1,2017-01-05T21:22:22Z,Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study,"Yi-Ling Chen, Tzu-Wei Huang, Kai-Han Chang, Yu-Chen Tsai, Hwann-Tzong Chen, Bing-Yu Chen",http://arxiv.org/pdf/1701.01480v1,No journal ref found,none,cs.CV,Summary22388,1701.01486v1,2017-01-05T21:39:03Z,Motion Deblurring in the Wild,"Mehdi Noroozi, Paramanand Chandramouli, Paolo Favaro",http://arxiv.org/pdf/1701.01486v1,No journal ref found,none,cs.CV,Summary22389,1701.01546v1,2017-01-06T05:25:50Z,Abnormal Event Detection in Videos using Spatiotemporal Autoencoder,"Yong Shean Chong, Yong Haur Tay",http://arxiv.org/pdf/1701.01546v1,No journal ref found,none,cs.CV,Summary22390,1701.01573v3,2017-01-06T08:41:01Z,Distinguishing Posed and Spontaneous Smiles by Facial Dynamics,"Bappaditya Mandal, David Lee, Nizar Ouarti",http://arxiv.org/pdf/1701.01573v3,No journal ref found,none,cs.CV,Summary22391,1701.01619v1,2017-01-06T12:38:57Z,Learning From Noisy Large-Scale Datasets With Minimal Supervision,"Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge Belongie",http://arxiv.org/pdf/1701.01619v1,No journal ref found,none,cs.CV,Summary22392,1701.01687v1,2017-01-06T16:35:54Z,Deep Convolutional Denoising of Low-Light Images,"Tal Remez, Or Litany, Raja Giryes, Alex M. Bronstein",http://arxiv.org/pdf/1701.01687v1,No journal ref found,none,cs.CV,Summary22393,1701.01692v1,2017-01-06T16:51:32Z,To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection,"Eshed Ohn-Bar, Mohan M. Trivedi",http://arxiv.org/pdf/1701.01692v1,No journal ref found,none,cs.CV,Summary22394,1701.01698v2,2017-01-06T17:13:42Z,Deep Class Aware Denoising,"Tal Remez, Or Litany, Raja Giryes, Alex M. Bronstein",http://arxiv.org/pdf/1701.01698v2,No journal ref found,none,cs.CV,Summary22395,1701.01745v1,2017-01-06T19:52:10Z,Map-guided Hyperspectral Image Superpixel Segmentation Using Proportion Maps,"Hao Sun, Alina Zare",http://arxiv.org/pdf/1701.01745v1,No journal ref found,none,cs.CV,Summary22396,1701.01779v1,2017-01-06T23:56:02Z,Towards Accurate Multi-person Pose Estimation in the Wild,"George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, Kevin Murphy",http://arxiv.org/pdf/1701.01779v1,No journal ref found,none,cs.CV,Summary22397,1701.01814v1,2017-01-07T10:31:58Z,Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks,"Pichao Wang, Wanqing Li, Song Liu, Zhimin Gao, Chang Tang, Philip Ogunbona",http://arxiv.org/pdf/1701.01814v1,No journal ref found,none,cs.CV,Summary22398,1701.01821v2,2017-01-07T12:03:11Z,Unsupervised Learning of Long-Term Motion Dynamics for Videos,"Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei",http://arxiv.org/pdf/1701.01821v2,No journal ref found,none,cs.CV,Summary22399,1701.01833v1,2017-01-07T14:18:01Z,Oriented Response Networks,"Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao",http://arxiv.org/pdf/1701.01833v1,No journal ref found,none,cs.CV,Summary22400,1701.01875v1,2017-01-07T20:09:52Z,Sign Language Recognition Using Temporal Classification,"Hardie Cate, Fahim Dalvi, Zeshan Hussain",http://arxiv.org/pdf/1701.01875v1,No journal ref found,none,cs.CV,Summary22401,1701.01876v1,2017-01-07T20:22:05Z,DeepFace: Face Generation using Deep Learning,"Hardie Cate, Fahim Dalvi, Zeshan Hussain",http://arxiv.org/pdf/1701.01876v1,No journal ref found,none,cs.CV,Summary22402,1701.01879v1,2017-01-07T20:36:18Z,Greedy Search for Descriptive Spatial Face Features,"Caner Gacav, Burak Benligiray, Cihan Topal",http://arxiv.org/pdf/1701.01879v1,No journal ref found,none,cs.CV,Summary22403,1701.01885v1,2017-01-07T21:12:24Z,Group Visual Sentiment Analysis,"Zeshan Hussain, Tariq Patanam, Hardie Cate",http://arxiv.org/pdf/1701.01885v1,No journal ref found,none,cs.CV,Summary22404,1701.01892v1,2017-01-07T22:58:26Z,Urban Scene Segmentation with Laser-Constrained CRFs,"Charika De Alvis, Lionel Ott, Fabio Ramos",http://arxiv.org/pdf/1701.01892v1,No journal ref found,none,cs.CV,Summary22405,1701.01909v1,2017-01-08T03:29:26Z,Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies,"Amir Sadeghian, Alexandre Alahi, Silvio Savarese",http://arxiv.org/pdf/1701.01909v1,No journal ref found,none,cs.CV,Summary22406,1701.01911v1,2017-01-08T03:47:59Z,Random Sampling and Locality Constraint for Face Sketch,"Nannan Wang, Xinbo Gao, Jie Li",http://arxiv.org/pdf/1701.01911v1,No journal ref found,none,cs.CV,Summary22407,1701.01924v1,2017-01-08T08:03:00Z,On Classification of Distorted Images with Deep Convolutional Neural Networks,"Yiren Zhou, Sibo Song, Ngai-Man Cheung",http://arxiv.org/pdf/1701.01924v1,No journal ref found,none,cs.CV,Summary22408,1701.01930v1,2017-01-08T09:26:49Z,"Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory","Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang",http://arxiv.org/pdf/1701.01930v1,No journal ref found,none,cs.CV,Summary22409,1701.01932v1,2017-01-08T09:35:30Z,"Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation","Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang",http://arxiv.org/pdf/1701.01932v1,No journal ref found,none,cs.CV,Summary22410,1701.01940v1,2017-01-08T11:09:59Z,Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images,"Andrea Baraldi, Dirk Tiede, Stefan Lang",http://arxiv.org/pdf/1701.01940v1,No journal ref found,none,cs.CV,Summary22411,1701.01941v2,2017-01-08T11:16:43Z,Multi-Objective Software Suite of Two-Dimensional Shape Descriptors for Object-Based Image Analysis,"Andrea Baraldi, João V. B. Soares",http://arxiv.org/pdf/1701.01941v2,No journal ref found,none,cs.CV,Summary22412,1701.01942v1,2017-01-08T11:22:59Z,"Multi-spectral Image Panchromatic Sharpening, Outcome and Process Quality Assessment Protocol","Andrea Baraldi, Francesca Despini, Sergio Teggi",http://arxiv.org/pdf/1701.01942v1,No journal ref found,none,cs.CV,Summary22413,1701.01996v1,2017-01-08T18:39:04Z,MS and PAN image fusion by combining Brovey and wavelet methods,Hamid Reza Shahdoosti,http://arxiv.org/pdf/1701.01996v1,No journal ref found,none,cs.CV,Summary22414,1701.02096v1,2017-01-09T08:54:14Z,Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis,"Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky",http://arxiv.org/pdf/1701.02096v1,No journal ref found,none,cs.CV,Summary22415,1701.02127v1,2017-01-09T10:42:03Z,Discrete approximations of affine Gaussian receptive fields,Tony Lindeberg,http://arxiv.org/pdf/1701.02127v1,No journal ref found,none,cs.CV,Summary22416,1701.02166v1,2017-01-09T13:20:32Z,A Learning-based Variable Size Part Extraction Architecture for 6D Object Pose Recovery in Depth,"Caner Sahin, Rigas Kouskouridas, Tae-Kyun Kim",http://arxiv.org/pdf/1701.02166v1,No journal ref found,none,cs.CV,Summary22417,1701.02258v1,2017-01-09T16:59:01Z,Multiple Instance Hybrid Estimator for Learning Target Signatures,"Changzhe Jiao, Alina Zare",http://arxiv.org/pdf/1701.02258v1,No journal ref found,none,cs.CV,Summary22418,1701.02273v1,2017-01-09T17:40:40Z,Visual Multiple-Object Tracking for Unknown Clutter Rate,Du Yong Kim,http://arxiv.org/pdf/1701.02273v1,No journal ref found,none,cs.CV,Summary22419,1701.02354v1,2017-01-09T21:25:06Z,MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior,"Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Kostantinos G. Derpanis, Kostas Daniilidis",http://arxiv.org/pdf/1701.02354v1,No journal ref found,none,cs.CV,Summary22420,1701.02362v1,2017-01-09T21:42:46Z,Visualizing Residual Networks,"Brian Chu, Daylen Yang, Ravi Tadinada",http://arxiv.org/pdf/1701.02362v1,No journal ref found,none,cs.CV,Summary22421,1701.02426v1,2017-01-10T03:06:58Z,Scene Graph Generation by Iterative Message Passing,"Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei",http://arxiv.org/pdf/1701.02426v1,No journal ref found,none,cs.CV,Summary22422,1701.02468v1,2017-01-10T08:14:58Z,Unite the People: Closing the Loop Between 3D and 2D Human Representations,"Christoph Lassner, Javier Romero, Martin Kiefel, Federica Bogo, Michael J. Black, Peter V. Gehler",http://arxiv.org/pdf/1701.02468v1,No journal ref found,none,cs.CV,Summary22423,1701.02470v2,2017-01-10T08:32:04Z,Review of Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data,"Manuela Hirschmugla, Heinz Gallaun, Matthias Dees, Pawan Datta, Janik Deutschera, Nikos Koutsias, Mathias Schardt",http://arxiv.org/pdf/1701.02470v2,No journal ref found,none,cs.CV,Summary22424,1701.02485v1,2017-01-10T09:17:29Z,Efficient Image Set Classification using Linear Regression based Image Reconstruction,"Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri",http://arxiv.org/pdf/1701.02485v1,No journal ref found,none,cs.CV,Summary22425,1701.02610v1,2017-01-10T14:25:20Z,SubCMap: Subject and Condition Specific Effect Maps,"Ender Konukoglu, Ben Glocker",http://arxiv.org/pdf/1701.02610v1,No journal ref found,none,cs.CV,Summary22426,1701.02620v1,2017-01-10T14:51:39Z,Deep Learning for Logo Recognition,"Simone Bianco, Marco Buzzelli, Davide Mazzini, Raimondo Schettini",http://arxiv.org/pdf/1701.02620v1,No journal ref found,none,cs.CV,Summary22427,1701.02632v2,2017-01-10T15:19:14Z,"Midgar: Detection of people through computer vision in the Internet of Things scenarios to improve the security in Smart Cities, Smart Towns, and Smart Homes","Cristian González García, Daniel Meana-Llorián, B. Cristina Pelayo G-Bustelo, Juan Manuel Cueva Lovelle, Néstor Garcia-Fernandez",http://arxiv.org/pdf/1701.02632v2,No journal ref found,none,cs.CV,Summary22428,1701.02664v2,2017-01-10T16:21:42Z,ChaLearn Looking at People: A Review of Events and Resources,"Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon",http://arxiv.org/pdf/1701.02664v2,No journal ref found,none,cs.CV,Summary22429,1701.02704v1,2017-01-10T17:43:32Z,Clicktionary: A Web-based Game for Exploring the Atoms of Object Recognition,"Drew Linsley, Sven Eberhardt, Tarun Sharma, Pankaj Gupta, Thomas Serre",http://arxiv.org/pdf/1701.02704v1,No journal ref found,none,cs.CV,Summary22430,1701.02718v1,2017-01-10T18:25:15Z,"See the Glass Half Full: Reasoning about Liquid Containers, their Volume and Content","Roozbeh Mottaghi, Connor Schenck, Dieter Fox, Ali Farhadi",http://arxiv.org/pdf/1701.02718v1,No journal ref found,none,cs.CV,Summary22431,1701.02797v2,2017-01-10T21:54:02Z,Full-reference image quality assessment-based B-mode ultrasound image similarity measure,"Kele Xu, Xi Liu, Hengxing Cai, Zhifeng Gao",http://arxiv.org/pdf/1701.02797v2,No journal ref found,none,cs.CV,Summary22432,1701.02829v1,2017-01-11T02:38:23Z,"A Unified RGB-T Saliency Detection Benchmark: Dataset, Baselines, Analysis and A Novel Approach","Chenglong Li, Guizhao Wang, Yunpeng Ma, Aihua Zheng, Bin Luo, Jin Tang",http://arxiv.org/pdf/1701.02829v1,No journal ref found,none,cs.CV,Summary22433,1701.02965v1,2017-01-11T13:20:28Z,Revisiting Deep Image Smoothing and Intrinsic Image Decomposition,"Qingnan Fan, David Wipf, Gang Hua, Baoquan Chen",http://arxiv.org/pdf/1701.02965v1,No journal ref found,none,cs.CV,Summary22434,1701.03056v1,2017-01-11T16:50:30Z,CNN-based Segmentation of Medical Imaging Data,"Baris Kayalibay, Grady Jensen, Patrick van der Smagt",http://arxiv.org/pdf/1701.03056v1,No journal ref found,none,cs.CV,Summary22435,1701.03151v1,2017-01-11T20:41:14Z,Guaranteed Parameter Estimation for Discrete Energy Minimization,"Mengtian Li, Daniel Huber",http://arxiv.org/pdf/1701.03151v1,No journal ref found,none,cs.CV,Summary22436,1701.03153v1,2017-01-11T20:43:41Z,Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification,"Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, Theoharis Theoharis",http://arxiv.org/pdf/1701.03153v1,No journal ref found,none,cs.CV,Summary22437,1701.03244v1,2017-01-12T05:56:28Z,Light Source Point Cluster Selection Based Atmosphere Light Estimation,"Wenbo Zhang, Xiaorong Hou",http://arxiv.org/pdf/1701.03244v1,No journal ref found,none,cs.CV,Summary22438,1701.03246v1,2017-01-12T06:08:18Z,Ordered Pooling of Optical Flow Sequences for Action Recognition,"Jue Wang, Anoop Cherian, Fatih Porikli",http://arxiv.org/pdf/1701.03246v1,No journal ref found,none,cs.CV,Summary22439,1701.03266v1,2017-01-12T08:29:31Z,Probabilistic Diffeomorphic Registration: Representing Uncertainty,"Demian Wassermann, Matt Toews, Marc Niethammer, William Wells Iii",http://arxiv.org/pdf/1701.03266v1,"Biomedical Image Registration, 2014, London, United Kingdom. pp.72 - 82, 2014",none,cs.CV,Summary22440,1701.03330v1,2017-01-12T13:10:22Z,Two-view 3D Reconstruction for Food Volume Estimation,"Joachim Dehais, Marios Anthimopoulos, Sergey Shevchik, Stavroula Mougiakakou",http://arxiv.org/pdf/1701.03330v1,No journal ref found,none,cs.CV,Summary22441,1701.03364v2,2017-01-12T14:52:32Z,A Digital Fuzzy Edge Detector for Color Images,"Yuan-Hang Zhang, Xie Li, Jing-Yun Xiao",http://arxiv.org/pdf/1701.03364v2,No journal ref found,none,cs.CV,Summary22442,1701.03420v1,2017-01-12T17:21:46Z,Joint Dictionary Learning for Example-based Image Super-resolution,"Mojtaba Sahraee-Ardakan, Mohsen Joneidi",http://arxiv.org/pdf/1701.03420v1,No journal ref found,none,cs.CV,Summary22443,1701.03439v1,2017-01-12T18:03:52Z,Comprehension-guided referring expressions,"Ruotian Luo, Gregory Shakhnarovich",http://arxiv.org/pdf/1701.03439v1,No journal ref found,none,cs.CV,Summary22444,1701.03551v1,2017-01-13T03:07:45Z,Cost-Effective Active Learning for Deep Image Classification,"Keze Wang, Dongyu Zhang, Ya Li, Ruimao Zhang, Liang Lin",http://arxiv.org/pdf/1701.03551v1,No journal ref found,none,cs.CV,Summary22445,1701.03555v1,2017-01-13T03:30:42Z,Active Self-Paced Learning for Cost-Effective and Progressive Face Identification,"Liang Lin, Keze Wang, Deyu Meng, Wangmeng Zuo, Lei Zhang",http://arxiv.org/pdf/1701.03555v1,No journal ref found,none,cs.CV,Summary22446,1701.03572v1,2017-01-13T06:51:57Z,Real-Time Optical flow-based Video Stabilization for Unmanned Aerial Vehicles,"Anli Lim, Bharath Ramesh, Yue Yang, Cheng Xiang, Zhi Gao, Feng Lin",http://arxiv.org/pdf/1701.03572v1,No journal ref found,none,cs.CV,Summary22447,1701.03779v1,2017-01-13T18:53:59Z,Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer,"Mehrdad J. Gangeh, Hamid R. Tizhoosh, Kan Wu, Dun Huang, Hadi Tadayyon, Gregory J. Czarnota",http://arxiv.org/pdf/1701.03779v1,No journal ref found,none,cs.CV,Summary22448,1701.03869v1,2017-01-14T02:07:23Z,Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition,"Wenwen Ding, Kai Liu",http://arxiv.org/pdf/1701.03869v1,No journal ref found,none,cs.CV,Summary22449,1701.04010v2,2017-01-15T08:59:06Z,Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors,"Deepti Tamrakar, Kapil Ahuja",http://arxiv.org/pdf/1701.04010v2,No journal ref found,none,cs.CV,Summary22450,1701.04018v1,2017-01-15T10:12:36Z,Boosting Dictionary Learning with Error Codes,"Yigit Oktar, Mehmet Turkan",http://arxiv.org/pdf/1701.04018v1,No journal ref found,none,cs.CV,Summary22451,1701.04043v1,2017-01-15T13:48:27Z,Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data,"Longxi Chen, Yipeng Liu, Ce Zhu",http://arxiv.org/pdf/1701.04043v1,No journal ref found,none,cs.CV,Summary22452,1701.04082v1,2017-01-15T17:32:02Z,Embedding Watermarks into Deep Neural Networks,"Yusuke Uchida, Yuki Nagai, Shigeyuki Sakazawa, Shinichi Satoh",http://arxiv.org/pdf/1701.04082v1,No journal ref found,none,cs.CV,Summary22453,1701.04101v1,2017-01-15T19:15:39Z,Light Source Estimation with Analytical Path-tracing,"Mike Kasper, Nima Keivan, Gabe Sibley, Christoffer Heckman",http://arxiv.org/pdf/1701.04101v1,No journal ref found,none,cs.CV,Summary22454,1701.04210v1,2017-01-16T09:16:35Z,Bandwidth limited object recognition in high resolution imagery,"Laura Lopez-Fuentes, Andrew D. Bagdanov, Joost van de Weijer, Harald Skinnemoen",http://arxiv.org/pdf/1701.04210v1,No journal ref found,none,cs.CV,Summary22455,1701.04224v1,2017-01-16T10:08:22Z,Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading,"Chunlin Tian, Weijun Ji, Yuan Yuan",http://arxiv.org/pdf/1701.04224v1,No journal ref found,none,cs.CV,Summary22456,1701.04256v1,2017-01-16T11:58:40Z,Automatic Spatial Context-Sensitive Cloud/Cloud-Shadow Detection in Multi-Source Multi-Spectral Earth Observation Images: AutoCloud+,Andrea Baraldi,http://arxiv.org/pdf/1701.04256v1,No journal ref found,none,cs.CV,Summary22457,1701.04520v1,2017-01-17T03:27:56Z,Systematic study of color spaces and components for the segmentation of sky/cloud images,"Soumyabrata Dev, Yee Hui Lee, Stefan Winkler",http://arxiv.org/pdf/1701.04520v1,No journal ref found,none,cs.CV,Summary22458,1701.04540v1,2017-01-17T06:05:48Z,"Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation","Joy Egede, Michel Valstar, Brais Martinez",http://arxiv.org/pdf/1701.04540v1,No journal ref found,none,cs.CV,Summary22459,1701.04568v1,2017-01-17T08:48:28Z,Image Generation and Editing with Variational Info Generative AdversarialNetworks,"Mahesh Gorijala, Ambedkar Dukkipati",http://arxiv.org/pdf/1701.04568v1,No journal ref found,none,cs.CV,Summary22460,1701.04658v1,2017-01-17T13:04:33Z,Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks,"Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool",http://arxiv.org/pdf/1701.04658v1,No journal ref found,none,cs.CV,Summary22461,1701.04743v1,2017-01-17T16:08:02Z,Computing Egomotion with Local Loop Closures for Egocentric Videos,"Suvam Patra, Himanshu Aggarwal, Himani Arora, Chetan Arora, Subhashis Banerjee",http://arxiv.org/pdf/1701.04743v1,No journal ref found,none,cs.CV,Summary22462,1701.04752v1,2017-01-17T16:39:32Z,3D Reconstruction of Simple Objects from A Single View Silhouette Image,"Xinhan Di, Pengqian Yu",http://arxiv.org/pdf/1701.04752v1,No journal ref found,none,cs.CV,Summary22463,1701.04769v1,2017-01-17T17:16:55Z,Complex Event Recognition from Images with Few Training Examples,"Unaiza Ahsan, Chen Sun, James Hays, Irfan Essa",http://arxiv.org/pdf/1701.04769v1,No journal ref found,none,cs.CV,Summary22464,1701.04923v1,2017-01-18T01:57:55Z,Compression of Deep Neural Networks for Image Instance Retrieval,"Vijay Chandrasekhar, Jie Lin, Qianli Liao, Olivier Morère, Antoine Veillard, Lingyu Duan, Tomaso Poggio",http://arxiv.org/pdf/1701.04923v1,No journal ref found,none,cs.CV,Summary22465,1701.04928v1,2017-01-18T02:37:48Z,Bringing Impressionism to Life with Neural Style Transfer in Come Swim,"Bhautik Joshi, Kristen Stewart, David Shapiro",http://arxiv.org/pdf/1701.04928v1,No journal ref found,none,cs.CV,Summary22466,1701.05003v1,2017-01-18T10:48:00Z,Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval,"Yang Wang, Xuemin Lin, Lin Wu, Wenjie Zhang",http://arxiv.org/pdf/1701.05003v1,No journal ref found,none,cs.CV,Summary22467,1701.05013v1,2017-01-18T11:13:01Z,Transfer learning for multi-center classification of chronic obstructive pulmonary disease,"Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne",http://arxiv.org/pdf/1701.05013v1,No journal ref found,none,cs.CV,Summary22468,1701.05083v1,2016-11-18T11:48:08Z,A Novel Architecture for Computing Approximate Radon Transform,"M. A. Khorsandi, N. Karimi, S. Samavi",http://arxiv.org/pdf/1701.05083v1,No journal ref found,none,cs.CV,Summary22469,1701.05088v1,2017-01-09T09:48:49Z,Temporal scale selection in time-causal scale space,Tony Lindeberg,http://arxiv.org/pdf/1701.05088v1,No journal ref found,none,cs.CV,Summary22470,1701.05268v1,2017-01-19T01:13:41Z,Accurate Motion Estimation through Random Sample Aggregated Consensus,"Martin Rais, Gabriele Facciolo, Enric Meinhardt-Llopis, Jean-Michel Morel, Antoni Buades, Bartomeu Coll",http://arxiv.org/pdf/1701.05268v1,No journal ref found,none,cs.CV,Summary22471,1701.05349v1,2017-01-19T09:48:45Z,Pixel Objectness,"Suyog Dutt Jain, Bo Xiong, Kristen Grauman",http://arxiv.org/pdf/1701.05349v1,No journal ref found,none,cs.CV,Summary22472,1701.05360v1,2017-01-19T10:27:38Z,"3D Face Morphable Models ""In-the-Wild""","James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou",http://arxiv.org/pdf/1701.05360v1,No journal ref found,none,cs.CV,Summary22473,1701.05384v1,2017-01-19T12:16:30Z,FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos,"Suyog Dutt Jain, Bo Xiong, Kristen Grauman",http://arxiv.org/pdf/1701.05384v1,No journal ref found,none,cs.CV,Summary22474,1701.05412v1,2017-01-19T13:45:37Z,Block-wise Lensless Compressive Camera,"Xin Yuan, Gang Huang, Hong Jiang, Paul Wilford",http://arxiv.org/pdf/1701.05412v1,No journal ref found,none,cs.CV,Summary22475,1701.05419v1,2017-01-19T14:06:08Z,Moving to VideoKifu: the last steps toward a fully automatic record-keeping of a Go game,"Mario Corsolini, Andrea Carta",http://arxiv.org/pdf/1701.05419v1,No journal ref found,none,cs.CV,Summary22476,1701.05432v1,2017-01-19T14:30:49Z,Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition,"Anoop Cherian, Piotr Koniusz, Stephen Gould",http://arxiv.org/pdf/1701.05432v1,No journal ref found,none,cs.CV,Summary22477,1701.05524v1,2017-01-19T17:42:00Z,Synthetic to Real Adaptation with Deep Generative Correlation Alignment Networks,"Xingchao Peng, Kate Saenko",http://arxiv.org/pdf/1701.05524v1,No journal ref found,none,cs.CV,Summary22478,1701.05588v1,2017-01-19T20:22:58Z,High Performance Novel Skin Segmentation Algorithm for Images With Complex Background,Mohammad Reza Mahmoodi,http://arxiv.org/pdf/1701.05588v1,No journal ref found,none,cs.CV,Summary22479,1701.05595v1,2017-01-19T20:43:27Z,Fast and Efficient Skin Detection for Facial Detection,Mohammad Reza Mahmoodi,http://arxiv.org/pdf/1701.05595v1,No journal ref found,none,cs.CV,Summary22480,1701.05616v1,2017-01-19T21:52:21Z,Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling,"Mingchen Gao, Ziyue Xu, Le Lu, Adam P. Harrison, Ronald M. Summers, Daniel J. Mollura",http://arxiv.org/pdf/1701.05616v1,No journal ref found,none,cs.CV,Summary22481,1701.05652v2,2017-01-20T01:44:21Z,Dual Recovery Network with Online Compensation for Image Super-Resolution,"Sifeng Xia, Wenhan Yang, Tiesong Zhao, Jiaying Liu",http://arxiv.org/pdf/1701.05652v2,No journal ref found,none,cs.CV,Summary22482,1701.05676v1,2017-01-20T03:52:48Z,Efficient Feature Matching by Progressive Candidate Search,"Sehyung Lee, Jongwoo Lim, Il Hong Suh",http://arxiv.org/pdf/1701.05676v1,No journal ref found,none,cs.CV,Summary22483,1701.05703v1,2017-01-20T06:14:22Z,Automatic Generation of Typographic Font from a Small Font Subset,"Tomo Miyazaki, Tatsunori Tsuchiya, Yoshihiro Sugaya, Shinichiro Omachi, Masakazu Iwamura, Seiichi Uchida, Koichi Kise",http://arxiv.org/pdf/1701.05703v1,No journal ref found,none,cs.CV,Summary22484,1701.05766v1,2017-01-20T11:36:30Z,A Large-scale Dataset and Benchmark for Similar Trademark Retrieval,"Osman Tursun, Cemal Aker, Sinan Kalkan",http://arxiv.org/pdf/1701.05766v1,No journal ref found,none,cs.CV,Summary22485,1701.05957v3,2017-01-21T01:06:44Z,Image De-raining Using a Conditional Generative Adversarial Network,"He Zhang, Vishwanath Sindagi, Vishal M. Patel",http://arxiv.org/pdf/1701.05957v3,No journal ref found,none,cs.CV,Summary22486,1701.06121v1,2017-01-22T04:46:34Z,Multimodal Fusion via a Series of Transfers for Noise Removal,"Chang-Hwan Son, Xiao-Ping Zhang",http://arxiv.org/pdf/1701.06121v1,No journal ref found,none,cs.CV,Summary22487,1701.06141v1,2017-01-22T09:25:34Z,Perception-based energy functions in seam-cutting,"Nan Li, Tianli Liao, Chao Wang",http://arxiv.org/pdf/1701.06141v1,No journal ref found,none,cs.CV,Summary22488,1701.06171v1,2017-01-22T14:56:31Z,Greedy Compositional Clustering for Unsupervised Learning of Hierarchical Compositional Models,"Adam Kortylewski, Clemens Blumer, Thomas Vetter",http://arxiv.org/pdf/1701.06171v1,No journal ref found,none,cs.CV,Summary22489,1701.06183v1,2017-01-22T16:23:42Z,Image Compression with SVD : A New Quality Metric Based On Energy Ratio,"Henri Bruno Razafindradina, Paul Auguste Randriamitantsoa, Nicolas Raft Razafindrakoto",http://arxiv.org/pdf/1701.06183v1,No journal ref found,none,cs.CV,Summary22490,1701.06190v1,2017-01-22T17:16:53Z,"A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction","Yoonsik Kim, Insung Hwang, Nam Ik Cho",http://arxiv.org/pdf/1701.06190v1,No journal ref found,none,cs.CV,Summary22491,1701.06264v4,2017-01-23T04:46:22Z,Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities,Guo-Jun Qi,http://arxiv.org/pdf/1701.06264v4,No journal ref found,none,cs.CV,Summary22492,1701.06351v1,2017-01-23T12:05:16Z,Person Re-Identification via Recurrent Feature Aggregation,"Yichao Yan, Bingbing Ni, Zhichao Song, Chao Ma, Yan Yan, Xiaokang Yang",http://arxiv.org/pdf/1701.06351v1,No journal ref found,none,cs.CV,Summary22493,1701.06393v1,2017-01-23T13:58:44Z,Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces,"David Schultz, Brijnesh Jain",http://arxiv.org/pdf/1701.06393v1,No journal ref found,none,cs.CV,Summary22494,1701.06439v1,2017-01-23T15:11:12Z,Segmentation-free Vehicle License Plate Recognition using ConvNet-RNN,"Teik Koon Cheang, Yong Shean Chong, Yong Haur Tay",http://arxiv.org/pdf/1701.06439v1,No journal ref found,none,cs.CV,Summary22495,1701.06462v1,2017-01-23T15:38:52Z,Using Convolutional Neural Networks to Count Palm Trees in Satellite Images,"Eu Koon Cheang, Teik Koon Cheang, Yong Haur Tay",http://arxiv.org/pdf/1701.06462v1,No journal ref found,none,cs.CV,Summary22496,1701.06487v1,2017-01-23T16:46:12Z,Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data,"Steven Diamond, Vincent Sitzmann, Stephen Boyd, Gordon Wetzstein, Felix Heide",http://arxiv.org/pdf/1701.06487v1,No journal ref found,none,cs.CV,Summary22497,1701.06599v1,2017-01-23T19:34:22Z,Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition,"Xiaosong Wang, Le Lu, Hoo-chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers",http://arxiv.org/pdf/1701.06599v1,No journal ref found,none,cs.CV,Summary22498,1701.06643v1,2017-01-23T21:54:50Z,Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification,"Sergey Korolev, Amir Safiullin, Mikhail Belyaev, Yulia Dodonova",http://arxiv.org/pdf/1701.06643v1,No journal ref found,none,cs.CV,Summary22499,1701.06659v1,2017-01-23T22:33:35Z,DSSD : Deconvolutional Single Shot Detector,"Cheng-Yang Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi, Alexander C. Berg",http://arxiv.org/pdf/1701.06659v1,No journal ref found,none,cs.CV,Summary22500,1701.06708v1,2017-01-24T02:07:27Z,Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images,"Jonghye Woo, Fangxu Xing, Maureen Stone, Jordan Green, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri",http://arxiv.org/pdf/1701.06708v1,No journal ref found,none,cs.CV,Summary22501,1701.06715v1,2017-01-24T02:41:30Z,"A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery","Juheon Lee, David Coomes, Carola-Bibiane Schonlieb, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft",http://arxiv.org/pdf/1701.06715v1,No journal ref found,none,cs.CV,Summary22502,1701.06772v1,2017-01-24T09:00:19Z,Training Group Orthogonal Neural Networks with Privileged Information,"Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan",http://arxiv.org/pdf/1701.06772v1,No journal ref found,none,cs.CV,Summary22503,1701.06805v1,2017-01-24T10:45:32Z,Learning Arbitrary Potentials in CRFs with Gradient Descent,"Måns Larsson, Fredrik Kahl, Shuai Zheng, Anurag Arnab, Philip Torr, Richard Hartley",http://arxiv.org/pdf/1701.06805v1,No journal ref found,none,cs.CV,Summary22504,1701.06854v1,2017-01-24T13:05:12Z,A Hybrid Approach to Wide-Baseline Image Matching,"Rahul Mitra, Jiakai Zhang, Sharat Chandran, Arjun Jain",http://arxiv.org/pdf/1701.06854v1,No journal ref found,none,cs.CV,Summary22505,1701.06944v1,2017-01-24T15:49:53Z,Motion Segmentation via Global and Local Sparse Subspace Optimization,"Michael Ying Yang, Hanno Ackermann, Weiyao Lin, Sitong Feng, Bodo Rosenhahn",http://arxiv.org/pdf/1701.06944v1,No journal ref found,none,cs.CV,Summary22506,1701.07046v1,2017-01-22T12:58:52Z,Large Scale Novel Object Discovery in 3D,"Siddharth Srivastava, Gaurav Sharma, Brejesh Lall",http://arxiv.org/pdf/1701.07046v1,No journal ref found,none,cs.CV,Summary22507,1701.07122v1,2017-01-25T01:11:43Z,Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation,"Tong Shen, Guosheng Lin, Chunhua Shen, Ian Reid",http://arxiv.org/pdf/1701.07122v1,No journal ref found,none,cs.CV,Summary22508,1701.07174v1,2017-01-25T06:10:41Z,Towards End-to-End Face Recognition through Alignment Learning,"Yuanyi Zhong, Jiansheng Chen, Bo Huang",http://arxiv.org/pdf/1701.07174v1,No journal ref found,none,cs.CV,Summary22509,1701.07368v2,2017-01-25T16:23:17Z,Deep Local Video Feature for Action Recognition,"Zhenzhong Lan, Yi Zhu, Alexander G. Hauptmann",http://arxiv.org/pdf/1701.07368v2,No journal ref found,none,cs.CV,Summary22510,1701.07372v1,2017-01-25T16:43:41Z,A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms,"Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy",http://arxiv.org/pdf/1701.07372v1,No journal ref found,none,cs.CV,Summary22511,1701.07393v1,2017-01-25T17:33:52Z,Recovering 3D Planar Arrangements from Videos,"Shuai Du, Youyi Zheng",http://arxiv.org/pdf/1701.07393v1,No journal ref found,none,cs.CV,Summary22512,1701.07395v1,2017-01-20T15:37:01Z,Case Study of a highly automated Layout Analysis and OCR of an incunabulum: Der Heiligen Leben (1488),"Christian Reul, Marco Dittrich, Martin Gruner",http://arxiv.org/pdf/1701.07395v1,No journal ref found,none,cs.CV,Summary22513,1701.07604v1,2017-01-26T07:52:57Z,Super-resolution Using Constrained Deep Texture Synthesis,"Libin Sun, James Hays",http://arxiv.org/pdf/1701.07604v1,No journal ref found,none,cs.CV,Summary22514,1701.07717v2,2017-01-26T14:30:40Z,Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro,"Zhedong Zheng, Liang Zheng, Yi Yang",http://arxiv.org/pdf/1701.07717v2,No journal ref found,none,cs.CV,Summary22515,1701.07732v1,2017-01-26T14:59:19Z,Pose Invariant Embedding for Deep Person Re-identification,"Liang Zheng, Yujia Huang, Huchuan Lu, Yi Yang",http://arxiv.org/pdf/1701.07732v1,No journal ref found,none,cs.CV,Summary22516,1701.07901v1,2017-01-26T23:18:58Z,Deep Region Hashing for Efficient Large-scale Instance Search from Images,"Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen",http://arxiv.org/pdf/1701.07901v1,No journal ref found,none,cs.CV,Summary22517,1701.08006v1,2017-01-27T10:45:45Z,Quasi-homography warps in image stitching,"Nan Li, Yifang Xu, Chao Wang",http://arxiv.org/pdf/1701.08006v1,No journal ref found,none,cs.CV,Summary22518,1701.08025v1,2017-01-27T12:20:45Z,UmUTracker: A versatile MATLAB program for automated particle tracking of 2D light microscopy or 3D digital holography data,"Hanqing Zhang, Tim Stangner, Krister Wiklund, Alvaro Rodriguez, Magnus Andersson",http://arxiv.org/pdf/1701.08025v1,No journal ref found,none,cs.CV,Summary22519,1701.08180v1,2017-01-27T19:41:29Z,Camera-Trap Images Segmentation using Multi-Layer Robust Principal Component Analysis,"Jhony-Heriberto Giraldo-Zuluaga, Alexander Gomez, Augusto Salazar, Angélica Diaz-Pulido",http://arxiv.org/pdf/1701.08180v1,No journal ref found,none,cs.CV,Summary22520,1701.08237v1,2017-01-28T02:16:48Z,An Efficient Algebraic Solution to the Perspective-Three-Point Problem,"Tong Ke, Stergios Roumeliotis",http://arxiv.org/pdf/1701.08237v1,No journal ref found,none,cs.CV,Summary22521,1701.08257v1,2017-01-28T05:51:44Z,Detection of Face using Viola Jones and Recognition using Back Propagation Neural Network,"Smriti Tikoo, Nitin Malik",http://arxiv.org/pdf/1701.08257v1,"Int J. Computer Science and Mobile Computing, vol. 5, issue 5, pp. 288-295 (May 2016)",none,cs.CV,Summary22522,1701.08261v1,2017-01-28T06:58:40Z,Exploiting saliency for object segmentation from image level labels,"Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele",http://arxiv.org/pdf/1701.08261v1,No journal ref found,none,cs.CV,Summary22523,1701.08280v2,2017-01-28T10:57:01Z,Pruned non-local means,"Sanjay Ghosh, Amit K. Mandal, Kunal N. Chaudhury",http://arxiv.org/pdf/1701.08280v2,No journal ref found,none,cs.CV,Summary22524,1701.08289v1,2017-01-28T13:33:24Z,Face Detection using Deep Learning: An Improved Faster RCNN Approach,"Xudong Sun, Pengcheng Wu, Steven C. H. Hoi",http://arxiv.org/pdf/1701.08289v1,No journal ref found,none,cs.CV,Summary22525,1701.08291v1,2017-01-28T13:41:49Z,Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations,"İlke Çuğu, Eren Şener, Çağrı Erciyes, Burak Balcı, Emre Akın, Itır Önal, Ahmet Oğuz Akyüz",http://arxiv.org/pdf/1701.08291v1,No journal ref found,none,cs.CV,Summary22526,1701.08341v1,2017-01-29T00:30:09Z,Pooling Facial Segments to Face: The Shallow and Deep Ends,"Upal Mahbub, Sayantan Sarkar, Rama Chellappa",http://arxiv.org/pdf/1701.08341v1,No journal ref found,none,cs.CV,Summary22527,1701.08349v1,2017-01-29T04:03:39Z,Supervised Multilayer Sparse Coding Networks for Image Classification,"Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran",http://arxiv.org/pdf/1701.08349v1,No journal ref found,none,cs.CV,Summary22528,1701.08376v1,2017-01-29T13:34:22Z,VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem,"Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni",http://arxiv.org/pdf/1701.08376v1,No journal ref found,none,cs.CV,Summary22529,1701.08378v1,2017-01-29T13:35:47Z,MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images,"D. K. Prasad, D. Rajan, C. K. Prasath, L. Rachmawati, E. Rajabaly, C. Quek",http://arxiv.org/pdf/1701.08378v1,No journal ref found,none,cs.CV,Summary22530,1701.08380v1,2017-01-29T13:42:14Z,The HASYv2 dataset,Martin Thoma,http://arxiv.org/pdf/1701.08380v1,No journal ref found,none,cs.CV,Summary22531,1701.08393v1,2017-01-29T16:11:27Z,Faceness-Net: Face Detection through Deep Facial Part Responses,"Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang",http://arxiv.org/pdf/1701.08393v1,No journal ref found,none,cs.CV,Summary22532,1701.08398v1,2017-01-29T16:31:51Z,Re-ranking Person Re-identification with k-reciprocal Encoding,"Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li",http://arxiv.org/pdf/1701.08398v1,No journal ref found,none,cs.CV,Summary22533,1701.08481v3,2017-01-30T04:39:36Z,CNN as Guided Multi-layer RECOS Transform,C. -C. Jay Kuo,http://arxiv.org/pdf/1701.08481v3,No journal ref found,none,cs.CV,Summary22534,1701.08493v1,2017-01-30T06:47:44Z,A Survey on Structure from Motion,"Onur Ozyesil, Vladislav Voroninski, Ronen Basri, Amit Singer",http://arxiv.org/pdf/1701.08493v1,No journal ref found,none,cs.CV,Summary22535,1701.08835v1,2017-01-30T21:37:00Z,Language Independent Single Document Image Super-Resolution using CNN for improved recognition,"Ram Krishna Pandey, A G Ramakrishnan",http://arxiv.org/pdf/1701.08835v1,No journal ref found,none,cs.CV,Summary22536,1701.08869v1,2017-01-30T23:04:57Z,3D Shape Retrieval via Irrelevance Filtering and Similarity Ranking (IF/SR),"Xiaqing Pan, Yueru Chen, C. -C. Jay Kuo",http://arxiv.org/pdf/1701.08869v1,No journal ref found,none,cs.CV,Summary22537,1701.08918v1,2017-01-31T05:12:34Z,Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT,"Padmavathi K, Mahima Bhat, Maya V Karki",http://arxiv.org/pdf/1701.08918v1,No journal ref found,none,cs.CV,Summary22538,1701.08931v1,2017-01-31T07:05:58Z,Co-segmentation for Space-Time Co-located Collections,"Hadar Averbuch-Elor, Johannes Kopf, Tamir Hazan, Daniel Cohen-Or",http://arxiv.org/pdf/1701.08931v1,No journal ref found,none,cs.CV,Summary22539,1701.08968v1,2017-01-31T10:01:45Z,Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection,"Nhan Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei",http://arxiv.org/pdf/1701.08968v1,No journal ref found,none,cs.CV,Summary22540,1701.08985v1,2017-01-31T10:52:48Z,Deep Multitask Architecture for Integrated 2D and 3D Human Sensing,"Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu",http://arxiv.org/pdf/1701.08985v1,No journal ref found,none,cs.CV,Summary22541,1701.08991v2,2017-01-31T11:06:12Z,A novel method for automatic localization of joint area on knee plain radiographs,"Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu, Simo Saarakkala",http://arxiv.org/pdf/1701.08991v2,No journal ref found,none,cs.CV,Summary22542,1701.09037v1,2017-01-31T13:52:31Z,A New Method for Removing the Moire Pattern from Images,"Seyede Mahya Hazavei, Hamid Reza Shahdoosti",http://arxiv.org/pdf/1701.09037v1,No journal ref found,none,cs.CV,Summary22543,1701.09135v1,2017-01-31T17:14:24Z,DeepNav: Learning to Navigate Large Cities,"Samarth Brahmbhatt, James Hays",http://arxiv.org/pdf/1701.09135v1,No journal ref found,none,cs.CV,Summary22544,1702.00045v1,2017-01-31T20:22:15Z,Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation,"Holger R. Roth, Le Lu, Nathan Lay, Adam P. Harrison, Amal Farag, Andrew Sohn, Ronald M. Summers",http://arxiv.org/pdf/1702.00045v1,No journal ref found,none,cs.CV,Summary22545,1702.00061v2,2017-01-31T21:43:23Z,Vertical Landing for Micro Air Vehicles using Event-Based Optical Flow,"Bas J. Pijnacker Hordijk, Kirk Y. W. Scheper, Guido C. H. E. de Croon",http://arxiv.org/pdf/1702.00061v2,No journal ref found,none,cs.CV,Summary22546,1702.00098v1,2017-02-01T00:52:01Z,Denoising Hyperspectral Image with Non-i.i.d. Noise Structure,"Yang Chen, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu",http://arxiv.org/pdf/1702.00098v1,No journal ref found,none,cs.CV,Summary22547,1702.00156v2,2017-02-01T08:16:03Z,High Order Stochastic Graphlet Embedding for Graph-Based Pattern Recognition,"Anjan Dutta, Hichem Sahbi",http://arxiv.org/pdf/1702.00156v2,No journal ref found,none,cs.CV,Summary22548,1702.00158v1,2017-02-01T08:32:11Z,"Design, Analysis and Application of A Volumetric Convolutional Neural Network","Xiaqing Pan, Yueru Chen, C. -C. Jay Kuo",http://arxiv.org/pdf/1702.00158v1,No journal ref found,none,cs.CV,Summary22549,1702.00186v1,2017-02-01T10:14:24Z,A Kinematic Chain Space for Monocular Motion Capture,"Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn",http://arxiv.org/pdf/1702.00186v1,No journal ref found,none,cs.CV,Summary22550,1702.00254v2,2017-02-01T13:53:12Z,Evolving Boxes for fast Vehicle Detection,"Li Wang, Yao Lu, Hong Wang, Yingbin Zheng, Hao Ye, Xiangyang Xue",http://arxiv.org/pdf/1702.00254v2,No journal ref found,none,cs.CV,Summary22551,1702.00307v1,2017-02-01T15:16:50Z,Pixel-wise Ear Detection with Convolutional Encoder-Decoder Networks,"Žiga Emeršič, Luka Lan Gabriel, Vitomir Štruc, Peter Peer",http://arxiv.org/pdf/1702.00307v1,No journal ref found,none,cs.CV,Summary22552,1702.00338v1,2017-02-01T16:20:00Z,Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval,"Eng-Jon Ong, Sameed Husain, Miroslaw Bober",http://arxiv.org/pdf/1702.00338v1,No journal ref found,none,cs.CV,Summary22553,1702.00372v1,2017-02-01T17:45:55Z,Visual Saliency Prediction Using a Mixture of Deep Neural Networks,"Samuel Dodge, Lina Karam",http://arxiv.org/pdf/1702.00372v1,No journal ref found,none,cs.CV,Summary22554,1702.00382v1,2017-02-01T18:19:37Z,Understanding trained CNNs by indexing neuron selectivity,"Ivet Rafegas, Maria Vanrell, Luis A. Alexandre",http://arxiv.org/pdf/1702.00382v1,No journal ref found,none,cs.CV,Summary22555,1702.00391v1,2017-02-01T18:53:53Z,Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching,"Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal",http://arxiv.org/pdf/1702.00391v1,No journal ref found,none,cs.CV,Summary22556,1702.00503v1,2017-02-01T23:49:36Z,Learning to Compose with Professional Photographs on the Web,"Yi-Ling Chen, Jan Klopp, Min Sun, Shao-Yi Chien, Kwan-Liu Ma",http://arxiv.org/pdf/1702.00503v1,No journal ref found,none,cs.CV,Summary22557,1702.00506v1,2017-02-02T00:07:46Z,Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability,"Soumyadip Sengupta, Hao Zhou, Walter Forkel, Ronen Basri, Tom Goldstein, David W. Jacobs",http://arxiv.org/pdf/1702.00506v1,No journal ref found,none,cs.CV,Summary22558,1702.00583v1,2017-02-02T08:53:10Z,Automating Image Analysis by Annotating Landmarks with Deep Neural Networks,"Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke",http://arxiv.org/pdf/1702.00583v1,No journal ref found,none,cs.CV,Summary22559,1702.00615v2,2017-02-02T11:07:51Z,A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network,"Xuanyang Xi, Yongkang Luo, Fengfu Li, Peng Wang, Hong Qiao",http://arxiv.org/pdf/1702.00615v2,No journal ref found,none,cs.CV,Summary22560,1702.00648v1,2017-02-02T12:42:50Z,Side Information in Robust Principle Component Analysis: Algorithms and Applications,"Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou",http://arxiv.org/pdf/1702.00648v1,No journal ref found,none,cs.CV,Summary22561,1702.00714v1,2017-02-02T15:30:55Z,Learning a time-dependent master saliency map from eye-tracking data in videos,"Antoine Coutrot, Nathalie Guyader",http://arxiv.org/pdf/1702.00714v1,No journal ref found,none,cs.CV,Summary22562,1702.00723v1,2017-02-01T18:32:12Z,"Handwritten Recognition Using SVM, KNN and Neural Network","Norhidayu Abdul Hamid, Nilam Nur Amir Sjarif",http://arxiv.org/pdf/1702.00723v1,No journal ref found,none,cs.CV,Summary22563,1702.00754v1,2017-02-02T17:19:16Z,Maritime situational awareness using adaptive multi-sensor management under hazy conditions,"D. K. Prasad, C. K. Prasath, D. Rajan, L. Rachmawati, E. Rajabally, C. Quek",http://arxiv.org/pdf/1702.00754v1,No journal ref found,none,cs.CV,Summary22564,1702.00824v3,2017-02-02T20:58:02Z,YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video,"Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke",http://arxiv.org/pdf/1702.00824v3,No journal ref found,none,cs.CV,Summary22565,1702.00871v1,2017-02-02T23:44:28Z,Deep Learning For Video Saliency Detection,"Wenguan Wang, Jianbing Shen, Ling Shao",http://arxiv.org/pdf/1702.00871v1,No journal ref found,none,cs.CV,Summary22566,1702.00882v1,2017-02-03T01:13:07Z,Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation,"Ahmed Taha, Marwan Torki",http://arxiv.org/pdf/1702.00882v1,No journal ref found,none,cs.CV,Summary22567,1702.00926v1,2017-02-03T07:36:44Z,FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence,"Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn",http://arxiv.org/pdf/1702.00926v1,No journal ref found,none,cs.CV,Summary22568,1702.00932v1,2017-02-03T08:21:46Z,A method of limiting performance loss of CNNs in noisy environments,"James R. Geraci, Parichay Kapoor",http://arxiv.org/pdf/1702.00932v1,No journal ref found,none,cs.CV,Summary22569,1702.01167v1,2017-02-03T21:24:10Z,An Analysis of 1-to-First Matching in Iris Recognition,"Andrey Kuehlkamp, Kevin W. Bowyer",http://arxiv.org/pdf/1702.01167v1,No journal ref found,none,cs.CV,Summary22570,1702.01238v2,2017-02-04T05:18:01Z,Large-scale Image Geo-Localization Using Dominant Sets,"Eyasu Zemene, Yonatan Tariku, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah",http://arxiv.org/pdf/1702.01238v2,No journal ref found,none,cs.CV,Summary22571,1702.01243v2,2017-02-04T06:34:31Z,Wide-Residual-Inception Networks for Real-time Object Detection,"Youngwan Lee, Huien Kim, Eunsoo Park, Xuenan Cui, Hakil Kim",http://arxiv.org/pdf/1702.01243v2,No journal ref found,none,cs.CV,Summary22572,1702.01247v2,2017-02-04T07:08:36Z,Towards Unsupervised Weed Scouting for Agricultural Robotics,"David Hall, Feras Dayoub, Jason Kulk, Chris McCool",http://arxiv.org/pdf/1702.01247v2,No journal ref found,none,cs.CV,Summary22573,1702.01276v1,2017-02-04T11:51:46Z,Using Complex Wavelet Transform and Bilateral Filtering for Image Denoising,"Seyede Mahya Hazavei, Hamid Reza Shahdoosti",http://arxiv.org/pdf/1702.01276v1,No journal ref found,none,cs.CV,Summary22574,1702.01304v1,2017-02-04T16:39:07Z,Gender-From-Iris or Gender-From-Mascara?,"Andrey Kuehlkamp, Benedict Becker, Kevin Bowyer",http://arxiv.org/pdf/1702.01304v1,No journal ref found,none,cs.CV,Summary22575,1702.01315v1,2017-02-04T17:55:44Z,Fast and easy blind deblurring using an inverse filter and PROBE,"Naftali Zon, Rana Hanocka, Nahum Kiryati",http://arxiv.org/pdf/1702.01315v1,No journal ref found,none,cs.CV,Summary22576,1702.01334v1,2017-02-04T19:54:48Z,An Experimental Study of Deep Convolutional Features For Iris Recognition,"Shervin Minaee, Amirali Abdolrashidi, Yao Wang",http://arxiv.org/pdf/1702.01334v1,No journal ref found,none,cs.CV,Summary22577,1702.01339v1,2017-02-04T20:05:30Z,Entropy-guided Retinex anisotropic diffusion algorithm based on partial differential equations (PDE) for illumination correction,U. A. Nnolim,http://arxiv.org/pdf/1702.01339v1,No journal ref found,none,cs.CV,Summary22578,1702.01381v1,2017-02-05T08:53:24Z,Relative Camera Pose Estimation Using Convolutional Neural Networks,"Iaroslav Melekhov, Juho Kannala, Esa Rahtu",http://arxiv.org/pdf/1702.01381v1,No journal ref found,none,cs.CV,Summary22579,1702.01426v1,2017-02-05T16:28:26Z,Robust Features Face,"Nadav Israel, Lior Wolf, Ran Barzilay, Gal Shoval",http://arxiv.org/pdf/1702.01426v1,No journal ref found,none,cs.CV,Summary22580,1702.01444v1,2017-02-05T19:23:59Z,Printed Arabic Text Recognition using Linear and Nonlinear Regression,Ashraf A. Shahin,http://arxiv.org/pdf/1702.01444v1,"International Journal of Advanced Computer Science and Applications(IJACSA), 8(1), 2017",none,cs.CV,Summary22581,1702.01478v1,2017-02-06T00:50:36Z,Attentional Network for Visual Object Detection,"Kota Hara, Ming-Yu Liu, Oncel Tuzel, Amir-massoud Farahmand",http://arxiv.org/pdf/1702.01478v1,No journal ref found,none,cs.CV,Summary22582,1702.01486v1,2017-02-06T02:28:25Z,Detailed Surface Geometry and Albedo Recovery from RGB-D Video Under Natural Illumination,"Xinxin Zuo, Sen Wang, Jiangbin Zheng, Ruigang Yang",http://arxiv.org/pdf/1702.01486v1,No journal ref found,none,cs.CV,Summary22583,1702.01499v1,2017-02-06T05:33:45Z,Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation,"Kota Hara, Raviteja Vemulapalli, Rama Chellappa",http://arxiv.org/pdf/1702.01499v1,No journal ref found,none,cs.CV,Summary22584,1702.01507v1,2017-02-06T06:32:14Z,Challenge of Multi-Camera Tracking,"Yong Wang, Ke Lu",http://arxiv.org/pdf/1702.01507v1,No journal ref found,none,cs.CV,Summary22585,1702.01636v1,2017-02-06T14:51:29Z,Slice-to-volume medical image registration: a survey,"Enzo Ferrante, Nikos Paragios",http://arxiv.org/pdf/1702.01636v1,No journal ref found,none,cs.CV,Summary22586,1702.01638v1,2017-02-06T15:01:45Z,Concurrent Activity Recognition with Multimodal CNN-LSTM Structure,"Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd",http://arxiv.org/pdf/1702.01638v1,No journal ref found,none,cs.CV,Summary22587,1702.01731v1,2017-02-06T18:24:04Z,A Deep Convolutional Neural Network for Background Subtraction,"Mohammadreza Babaee, Duc Tung Dinh, Gerhard Rigoll",http://arxiv.org/pdf/1702.01731v1,No journal ref found,none,cs.CV,Summary22588,1702.01870v1,2017-02-07T03:43:31Z,A New Point-set Registration Algorithm for Fingerprint Matching,"A. Pasha Hosseinbor, Renat Zhdanov, Alexander Ushveridze",http://arxiv.org/pdf/1702.01870v1,No journal ref found,none,cs.CV,Summary22589,1702.01933v2,2017-02-07T09:22:11Z,Hashing in the Zero Shot Framework with Domain Adaptation,"Shubham Pachori, Ameya Deshpande, Shanmuganathan Raman",http://arxiv.org/pdf/1702.01933v2,No journal ref found,none,cs.CV,Summary22590,1702.01970v1,2017-02-07T11:46:49Z,Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix,"Naushad Ansari, Anubha Gupta",http://arxiv.org/pdf/1702.01970v1,No journal ref found,none,cs.CV,Summary22591,1702.01983v1,2017-02-07T12:40:35Z,Face Aging With Conditional Generative Adversarial Networks,"Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay",http://arxiv.org/pdf/1702.01983v1,No journal ref found,none,cs.CV,Summary22592,1702.02012v1,2017-02-07T13:51:06Z,Tracking using Numerous Anchor points,"Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger",http://arxiv.org/pdf/1702.02012v1,No journal ref found,none,cs.CV,Summary22593,1702.02138v2,2017-02-07T18:54:34Z,An Implementation of Faster RCNN with Study for Region Sampling,"Xinlei Chen, Abhinav Gupta",http://arxiv.org/pdf/1702.02138v2,No journal ref found,none,cs.CV,Summary22594,1702.02175v2,2017-02-07T19:32:50Z,Keyframe-Based Visual-Inertial Online SLAM with Relocalization,"Anton Kasyanov, Francis Engelmann, Jörg Stückler, Bastian Leibe",http://arxiv.org/pdf/1702.02175v2,No journal ref found,none,cs.CV,Summary22595,1702.02235v1,2017-02-08T00:50:29Z,Automated Low-cost Terrestrial Laser Scanner for Measuring Diameters at Breast Height and Heights of Forest Trees,"Pei Wang, Guochao Bu, Ronghao Li, Rui Zhao",http://arxiv.org/pdf/1702.02235v1,No journal ref found,none,cs.CV,Summary22596,1702.02295v1,2017-02-08T05:42:09Z,Guided Optical Flow Learning,"Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander G. Hauptmann",http://arxiv.org/pdf/1702.02295v1,No journal ref found,none,cs.CV,Summary22597,1702.02359v1,2017-02-08T10:30:32Z,Multi-scale Convolutional Neural Networks for Crowd Counting,"Lingke Zeng, Xiangmin Xu, Bolun Cai, Suo Qiu, Tong Zhang",http://arxiv.org/pdf/1702.02359v1,No journal ref found,none,cs.CV,Summary22598,1702.02382v1,2017-02-08T11:40:15Z,An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks,"Mateusz Koziński, Loïc Simon, Frédéric Jurie",http://arxiv.org/pdf/1702.02382v1,No journal ref found,none,cs.CV,Summary22599,1702.02445v1,2017-02-08T14:42:05Z,Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors,"Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo",http://arxiv.org/pdf/1702.02445v1,No journal ref found,none,cs.CV,Summary22600,1702.02447v1,2017-02-08T14:44:31Z,Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation,"Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang, Fei Qiao, Huazhong Yang",http://arxiv.org/pdf/1702.02447v1,No journal ref found,none,cs.CV,Summary22601,1702.02508v1,2017-01-31T13:03:20Z,Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest,"Corneliu Arsene, Peter Pormann, William Sellers, Siam Bhayro",http://arxiv.org/pdf/1702.02508v1,No journal ref found,none,cs.CV,Summary22602,1702.02512v1,2017-02-06T00:12:37Z,Semi-Dense Visual Odometry for RGB-D Cameras Using Approximate Nearest Neighbour Fields,"Yi Zhou, Laurent Kneip, Hongdong Li",http://arxiv.org/pdf/1702.02512v1,No journal ref found,none,cs.CV,Summary22603,1702.02537v1,2017-02-08T17:34:53Z,Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor,"Olasimbo Ayodeji Arigbabu, Sharifah Mumtazah Syed Ahmad, Wan Azizun Wan Adnan, Salman Yussof, Saif Mahmood",http://arxiv.org/pdf/1702.02537v1,"Journal of Information and Communication Technology (JICT), 2015",none,cs.CV,Summary22604,1702.02549v1,2017-02-08T18:19:05Z,Backpropagation Training for Fisher Vectors within Neural Networks,"Patrick Wieschollek, Fabian Groh, Hendrik P. A. Lensch",http://arxiv.org/pdf/1702.02549v1,No journal ref found,none,cs.CV,Summary22605,1702.02706v2,2017-02-09T05:08:22Z,Semi-Supervised Deep Learning for Monocular Depth Map Prediction,"Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe",http://arxiv.org/pdf/1702.02706v2,No journal ref found,none,cs.CV,Summary22606,1702.02709v1,2017-02-09T05:30:26Z,Predicting Privileged Information for Height Estimation,"Nikolaos Sarafianos, Christophoros Nikou, Ioannis A. Kakadiaris",http://arxiv.org/pdf/1702.02709v1,No journal ref found,none,cs.CV,Summary22607,1702.02719v1,2017-02-09T06:25:54Z,Effective face landmark localization via single deep network,"Zongping Deng, Ke Li, Qijun Zhao, Yi Zhang, Hu Chen",http://arxiv.org/pdf/1702.02719v1,No journal ref found,none,cs.CV,Summary22608,1702.02744v1,2017-02-09T08:29:58Z,L1-regularized Reconstruction Error as Alpha Matte,"Jubin Johnson, Hisham Cholakkal, Deepu Rajan",http://arxiv.org/pdf/1702.02744v1,No journal ref found,none,cs.CV,Summary22609,1702.02779v1,2017-02-09T10:39:05Z,On-the-Fly Adaptation of Regression Forests for Online Camera Relocalisation,"Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord, Julien Valentin, Luigi Di Stefano, Philip H. S. Torr",http://arxiv.org/pdf/1702.02779v1,No journal ref found,none,cs.CV,Summary22610,1702.02805v1,2017-02-09T12:21:36Z,Attribute-controlled face photo synthesis from simple line drawing,"Qi Guo, Ce Zhu, Zhiqiang Xia, Zhengtao Wang, Yipeng Liu",http://arxiv.org/pdf/1702.02805v1,No journal ref found,none,cs.CV,Summary22611,1702.02925v1,2017-02-09T18:16:44Z,EAC-Net: A Region-based Deep Enhancing and Cropping Approach for Facial Action Unit Detection,"Wei Li, Farnaz Abtahi, Zhigang Zhu, Lijun Yin",http://arxiv.org/pdf/1702.02925v1,No journal ref found,none,cs.CV,Summary22612,1702.03000v1,2017-02-09T22:06:04Z,A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar,"Joseph A. Camilo, Leslie M. Collins, Jordan M. Malof",http://arxiv.org/pdf/1702.03000v1,No journal ref found,none,cs.CV,Summary22613,1702.03023v1,2017-02-10T00:31:17Z,"A New Rank Constraint on Multi-view Fundamental Matrices, and its Application to Camera Location Recovery","Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri",http://arxiv.org/pdf/1702.03023v1,No journal ref found,none,cs.CV,Summary22614,1702.03041v1,2017-02-10T02:03:31Z,Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition,"Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker",http://arxiv.org/pdf/1702.03041v1,No journal ref found,none,cs.CV,Summary22615,1702.03105v1,2017-02-10T09:11:12Z,Graph Fourier Transform with Negative Edges for Depth Image Coding,"Weng-Tai Su, Gene Cheung, Chia-Wen Lin",http://arxiv.org/pdf/1702.03105v1,No journal ref found,none,cs.CV,Summary22616,1702.03115v1,2017-02-10T09:37:33Z,Texture Characterization by Using Shape Co-occurrence Patterns,"Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang",http://arxiv.org/pdf/1702.03115v1,No journal ref found,none,cs.CV,Summary22617,1702.03176v1,2017-02-10T14:12:14Z,A clustering approach to heterogeneous change detection,"Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano Serpico, Gregoire Mercier",http://arxiv.org/pdf/1702.03176v1,No journal ref found,none,cs.CV,Summary22618,1702.03267v1,2017-02-10T18:02:05Z,Dual-Tree Wavelet Scattering Network with Parametric Log Transformation for Object Classification,"Amarjot Singh, Nick Kingsbury",http://arxiv.org/pdf/1702.03267v1,No journal ref found,none,cs.CV,Summary22619,1702.03345v1,2017-02-10T22:52:13Z,Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification,"Amarjot Singh, Nick Kingsbury",http://arxiv.org/pdf/1702.03345v1,No journal ref found,none,cs.CV,Summary22620,1702.03349v1,2017-02-10T23:10:14Z,Enhanced Local Binary Patterns for Automatic Face Recognition,"Pavel Král, Antonín Vrba",http://arxiv.org/pdf/1702.03349v1,No journal ref found,none,cs.CV,Summary22621,1702.03407v1,2017-02-11T10:16:34Z,Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth,"Vanya V. Valindria, Ioannis Lavdas, Wenjia Bai, Konstantinos Kamnitsas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker",http://arxiv.org/pdf/1702.03407v1,No journal ref found,none,cs.CV,Summary22622,1702.03410v1,2017-02-11T11:19:20Z,ArtGAN: Artwork Synthesis with Conditional Categorial GANs,"Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka",http://arxiv.org/pdf/1702.03410v1,No journal ref found,none,cs.CV,Summary22623,1702.03431v1,2017-02-11T15:38:12Z,Crossing Nets: Dual Generative Models with a Shared Latent Space for Hand Pose Estimation,"Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao",http://arxiv.org/pdf/1702.03431v1,No journal ref found,none,cs.CV,Summary22624,1702.03505v1,2017-02-12T08:29:53Z,A Novel Weight-Shared Multi-Stage Network Architecture of CNNs for Scale Invariance,"Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara",http://arxiv.org/pdf/1702.03505v1,No journal ref found,none,cs.CV,Summary22625,1702.03515v1,2017-02-12T11:43:09Z,Sparse Representation based Multi-sensor Image Fusion: A Review,"Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao",http://arxiv.org/pdf/1702.03515v1,No journal ref found,none,cs.CV,Summary22626,1702.03600v1,2017-02-13T00:40:59Z,Underwater Optical Image Processing: A Comprehensive Review,"Huimin Lu, Yujie Li, Yudong Zhang, Min Chen, Seiichi Serikawa, Hyoungseop Kim",http://arxiv.org/pdf/1702.03600v1,No journal ref found,none,cs.CV,Summary22627,1702.03684v1,2017-02-13T09:29:50Z,Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis,"Sebastian Bodenstedt, Martin Wagner, Darko Katić, Patrick Mietkowski, Benjamin Mayer, Hannes Kenngott, Beat Müller-Stich, Rüdiger Dillmann, Stefanie Speidel",http://arxiv.org/pdf/1702.03684v1,No journal ref found,none,cs.CV,Summary22628,1702.03690v1,2017-02-13T09:49:35Z,An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses,"Jiaqian Yu, Matthew B. Blaschko",http://arxiv.org/pdf/1702.03690v1,No journal ref found,none,cs.CV,Summary22629,1702.03824v1,2017-02-10T05:05:20Z,Online People Tracking and Identification with RFID and Kinect,"Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd",http://arxiv.org/pdf/1702.03824v1,No journal ref found,none,cs.CV,Summary22630,1702.03833v1,2017-02-13T15:43:52Z,Estimation of the volume of the left ventricle from MRI images using deep neural networks,"Fangzhou Liao, Xi Chen, Xiaolin Hu, Sen Song",http://arxiv.org/pdf/1702.03833v1,No journal ref found,none,cs.CV,Summary22631,1702.03970v1,2017-02-13T20:18:18Z,End-to-End Interpretation of the French Street Name Signs Dataset,"Raymond Smith, Chunhui Gu, Dar-Shyang Lee, Huiyi Hu, Ranjith Unnikrishnan, Julian Ibarz, Sacha Arnoud, Sophia Lin",http://arxiv.org/pdf/1702.03970v1,Computer Vision - ECCV 2016 Workshops Volume 9913 of the series Lecture Notes in Computer Science pp 411-426,none,cs.CV,Summary22632,1702.04037v1,2017-02-14T00:54:52Z,Evolution-Preserving Dense Trajectory Descriptors,"Yang Wang, Vinh Tran, Minh Hoai",http://arxiv.org/pdf/1702.04037v1,No journal ref found,none,cs.CV,Summary22633,1702.04040v1,2017-02-14T01:27:47Z,A Graphical Social Topology Model for Multi-Object Tracking,"Shan Gao, Xiaogang Chen, Qixiang Ye, Junliang Xing, Arjan Kuijper, Xiangyang Ji",http://arxiv.org/pdf/1702.04040v1,No journal ref found,none,cs.CV,Summary22634,1702.04069v2,2017-02-14T04:02:07Z,SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person,"Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun S. Yang",http://arxiv.org/pdf/1702.04069v2,No journal ref found,none,cs.CV,Summary22635,1702.04111v1,2017-02-14T08:39:33Z,Efficient Algorithms for Moral Lineage Tracing,"Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres",http://arxiv.org/pdf/1702.04111v1,No journal ref found,none,cs.CV,Summary22636,1702.04114v1,2017-02-14T08:53:13Z,Graph Based Over-Segmentation Methods for 3D Point Clouds,"Yizhak Ben-Shabat, Tamar Avraham, Michael Lindenbaum, Anath Fischer",http://arxiv.org/pdf/1702.04114v1,No journal ref found,none,cs.CV,Summary22637,1702.04125v1,2017-02-14T09:21:23Z,One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network,"Vedran Vukotić, Silvia-Laura Pintea, Christian Raymond, Guillaume Gravier, Jan Van Gemert",http://arxiv.org/pdf/1702.04125v1,Proceedings of the 3rd Netherlands Conference on Computer Vision (2016),none,cs.CV,Summary22638,1702.04174v1,2017-02-14T12:22:30Z,FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge,"Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic",http://arxiv.org/pdf/1702.04174v1,No journal ref found,none,cs.CV,Summary22639,1702.04179v2,2017-02-14T12:35:53Z,Structured Deep Hashing with Convolutional Neural Networks for Fast Person Re-identification,"Lin Wu, Yang Wang",http://arxiv.org/pdf/1702.04179v2,No journal ref found,none,cs.CV,Summary22640,1702.04292v1,2017-02-14T17:06:37Z,Integrating Three Mechanisms of Visual Attention for Active Visual Search,"Amir Rasouli, John K. Tsotsos",http://arxiv.org/pdf/1702.04292v1,No journal ref found,none,cs.CV,Summary22641,1702.04377v1,2017-02-14T20:21:09Z,Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection,"Ali Sharifara, Mohd Shafry Mohd Rahim, Farhad Navabifar, Dylan Ebert, Amir Ghaderi, Michalis Papakostas",http://arxiv.org/pdf/1702.04377v1,No journal ref found,none,cs.CV,Summary22642,1702.04405v1,2017-02-14T22:08:03Z,ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes,"Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, Matthias Nießner",http://arxiv.org/pdf/1702.04405v1,No journal ref found,none,cs.CV,Summary22643,1702.04455v1,2017-02-15T03:31:17Z,Learning from Ambiguously Labeled Face Images,"Ching-Hui Chen, Vishal M. Patel, Rama Chellappa",http://arxiv.org/pdf/1702.04455v1,No journal ref found,none,cs.CV,Summary22644,1702.04463v1,2017-02-15T04:28:52Z,Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation,"Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang",http://arxiv.org/pdf/1702.04463v1,No journal ref found,none,cs.CV,Summary22645,1702.04471v1,2017-02-15T06:23:05Z,Deep Heterogeneous Feature Fusion for Template-Based Face Recognition,"Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Castillo, Rama Chellappa",http://arxiv.org/pdf/1702.04471v1,No journal ref found,none,cs.CV,Summary22646,1702.04479v2,2017-02-15T06:59:01Z,Recognizing Dynamic Scenes with Deep Dual Descriptor based on Key Frames and Key Segments,"Sungeun Hong, Jongbin Ryu, Woobin Im, Hyun S. Yang",http://arxiv.org/pdf/1702.04479v2,No journal ref found,none,cs.CV,Summary22647,1702.04517v2,2017-02-15T09:35:45Z,Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting,"Wei Zhang, Lei Han, Juanzhen Sun, Hanyang Guo, Jie Dai",http://arxiv.org/pdf/1702.04517v2,No journal ref found,none,cs.CV,Summary22648,1702.04528v2,2017-02-15T10:06:13Z,A deep learning model integrating FCNNs and CRFs for brain tumor segmentation,"Xiaomei Zhao, Yihong Wu, Guidong Song, Zhenye Li, Yazhuo Zhang, Yong Fan",http://arxiv.org/pdf/1702.04528v2,No journal ref found,none,cs.CV,Summary22649,1702.04562v1,2017-02-15T11:52:38Z,Normalized Total Gradient: A New Measure for Multispectral Image Registration,"Shu-Jie Chen, Hui-Liang Shen",http://arxiv.org/pdf/1702.04562v1,No journal ref found,none,cs.CV,Summary22650,1702.04593v2,2017-02-15T13:16:41Z,Deep Multi-camera People Detection,"Tatjana Chavdarova, François Fleuret",http://arxiv.org/pdf/1702.04593v2,No journal ref found,none,cs.CV,Summary22651,1702.04657v1,2017-02-15T15:48:45Z,Computational Model for Predicting Visual Fixations from Childhood to Adulthood,"Olivier Le Meur, Antoine Coutrot, Zhi Liu, Adrien Le Roch, Andrea Helo, Pia Rama",http://arxiv.org/pdf/1702.04657v1,No journal ref found,none,cs.CV,Summary22652,1702.04663v1,2017-02-15T16:06:15Z,Handwritten Arabic Numeral Recognition using Deep Learning Neural Networks,"Akm Ashiquzzaman, Abdul Kawsar Tushar",http://arxiv.org/pdf/1702.04663v1,No journal ref found,none,cs.CV,Summary22653,1702.04680v1,2017-02-15T16:52:52Z,Visual Discovery at Pinterest,"Andrew Zhai, Dmitry Kislyuk, Yushi Jing, Michael Feng, Eric Tzeng, Jeff Donahue, Yue Li Du, Trevor Darrell",http://arxiv.org/pdf/1702.04680v1,No journal ref found,none,cs.CV,Summary22654,1702.04710v1,2017-02-15T18:41:21Z,Multi-Task Convolutional Neural Network for Face Recognition,"Xi Yin, Xiaoming Liu",http://arxiv.org/pdf/1702.04710v1,No journal ref found,none,cs.CV,Summary22655,1702.04843v1,2017-02-16T02:52:36Z,"Chord Angle Deviation using Tangent (CADT), an Efficient and Robust Contour-based Corner Detector","Mohammad Asiful Hossain, Abdul Kawsar Tushar",http://arxiv.org/pdf/1702.04843v1,No journal ref found,none,cs.CV,Summary22656,1702.04858v2,2017-02-16T04:59:01Z,Deep Hybrid Similarity Learning for Person Re-identification,"Jianqing Zhu, Huanqiang Zeng, Shengcai Liao, Zhen Lei, Canhui Cai, LiXin Zheng",http://arxiv.org/pdf/1702.04858v2,No journal ref found,none,cs.CV,Summary22657,1702.04869v1,2017-02-16T06:23:14Z,Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach,"Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan-Carles Vilanova, LLuís Ramió-Torrentà, Àlex Rovira, Arnau Oliver, Xavier Lladó",http://arxiv.org/pdf/1702.04869v1,No journal ref found,none,cs.CV,Summary22658,1702.05085v1,2017-02-16T18:44:59Z,KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors,"Amit Kumar, Azadeh Alavi, Rama Chellappa",http://arxiv.org/pdf/1702.05085v1,No journal ref found,none,cs.CV,Summary22659,1702.05089v1,2017-02-16T18:56:53Z,Improving Text Proposals for Scene Images with Fully Convolutional Networks,"Dena Bazazian, Raul Gomez, Anguelos Nicolaou, Lluis Gomez, Dimosthenis Karatzas, Andrew D. Bagdanov",http://arxiv.org/pdf/1702.05089v1,No journal ref found,none,cs.CV,Summary22660,1702.05147v1,2017-02-16T20:30:33Z,Automatic Handgun Detection Alarm in Videos Using Deep Learning,"Roberto Olmos, Siham Tabik, Francisco Herrera",http://arxiv.org/pdf/1702.05147v1,No journal ref found,none,cs.CV,Summary22661,1702.05174v1,2017-02-16T22:10:37Z,Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation,"Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Lisa Di Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury",http://arxiv.org/pdf/1702.05174v1,No journal ref found,none,cs.CV,Summary22662,1702.05373v2,2017-02-17T15:06:14Z,EMNIST: an extension of MNIST to handwritten letters,"Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik",http://arxiv.org/pdf/1702.05373v2,No journal ref found,none,cs.CV,Summary22663,1702.05374v1,2017-02-17T15:07:40Z,Domain Adaptation for Visual Applications: A Comprehensive Survey,Gabriela Csurka,http://arxiv.org/pdf/1702.05374v1,No journal ref found,none,cs.CV,Summary22664,1702.05388v1,2017-02-17T15:34:02Z,Vehicle Speed Detecting App,Itoro Ikon,http://arxiv.org/pdf/1702.05388v1,No journal ref found,none,cs.CV,Summary22665,1702.05421v1,2017-02-14T17:13:30Z,The Effect of Color Space Selection on Detectability and Discriminability of Colored Objects,"Amir Rasouli, John K. Tsotsos",http://arxiv.org/pdf/1702.05421v1,No journal ref found,none,cs.CV,Summary22666,1702.05448v1,2017-02-17T17:21:30Z,Learning to Detect Human-Object Interactions,"Yu-Wei Chao, Yunfan Liu, Xieyang Liu, Huayi Zeng, Jia Deng",http://arxiv.org/pdf/1702.05448v1,No journal ref found,none,cs.CV,Summary22667,1702.05464v1,2017-02-17T18:10:53Z,Adversarial Discriminative Domain Adaptation,"Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell",http://arxiv.org/pdf/1702.05464v1,No journal ref found,none,cs.CV,Summary22668,1702.05506v1,2017-02-17T19:29:57Z,An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation,"Pranav Kumar, S L Happy, Swarnadip Chatterjee, Debdoot Sheet, Aurobinda Routray",http://arxiv.org/pdf/1702.05506v1,No journal ref found,none,cs.CV,Summary22669,1702.05555v1,2017-02-18T01:24:49Z,Defect detection for patterned fabric images based on GHOG and low-rank decomposition,"Chunlei Li, Guangshuai Gao, Zhoufeng Liu, Di Huang, Sheng Liu, Miao Yu",http://arxiv.org/pdf/1702.05555v1,No journal ref found,none,cs.CV,Summary22670,1702.05564v1,2017-02-18T03:40:33Z,The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment,"Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa",http://arxiv.org/pdf/1702.05564v1,No journal ref found,none,cs.CV,Summary22671,1702.05573v1,2017-02-18T06:00:45Z,Collaborative Deep Reinforcement Learning for Joint Object Search,"Xiangyu Kong, Bo Xin, Yizhou Wang, Gang Hua",http://arxiv.org/pdf/1702.05573v1,No journal ref found,none,cs.CV,Summary22672,1702.05619v1,2017-02-18T15:03:14Z,3D Face Reconstruction with Geometry Details from a Single Image,"Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu",http://arxiv.org/pdf/1702.05619v1,No journal ref found,none,cs.CV,Summary22673,1702.05650v1,2017-02-18T20:37:42Z,Revisiting Graph Construction for Fast Image Segmentation,"Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang",http://arxiv.org/pdf/1702.05650v1,No journal ref found,none,cs.CV,Summary22674,1702.05658v1,2017-02-18T21:35:06Z,MAT: A Multimodal Attentive Translator for Image Captioning,"Chang Liu, Fuchun Sun, Changhu Wang, Feng Wang, Alan Yuille",http://arxiv.org/pdf/1702.05658v1,No journal ref found,none,cs.CV,Summary22675,1702.05663v1,2017-02-18T22:15:25Z,The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI,"Zhao Chen, Darvin Yi",http://arxiv.org/pdf/1702.05663v1,No journal ref found,none,cs.CV,Summary22676,1702.05664v1,2017-02-18T22:22:57Z,Robust Shape Registration using Fuzzy Correspondences,"Abhishek Kolagunda, Scott Sorensen, Philip Saponaro, Wayne Treible, Chandra Kambhamettu",http://arxiv.org/pdf/1702.05664v1,No journal ref found,none,cs.CV,Summary22677,1702.05693v1,2017-02-19T03:01:55Z,CityPersons: A Diverse Dataset for Pedestrian Detection,"Shanshan Zhang, Rodrigo Benenson, Bernt Schiele",http://arxiv.org/pdf/1702.05693v1,No journal ref found,none,cs.CV,Summary22678,1702.05711v1,2017-02-19T07:43:27Z,Zoom Out-and-In Network with Recursive Training for Object Proposal,"Hongyang Li, Yu Liu, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1702.05711v1,No journal ref found,none,cs.CV,Summary22679,1702.05729v1,2017-02-19T10:01:33Z,Person Search with Natural Language Description,"Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang",http://arxiv.org/pdf/1702.05729v1,No journal ref found,none,cs.CV,Summary22680,1702.05743v2,2017-02-19T12:09:32Z,DR$^{2}$-Net: Deep Residual Reconstruction Network for Image Compressive Sensing,"Hantao Yao, Feng Dai, Dongming Zhang, Yike Ma, Shiliang Zhang, Yongdong Zhang",http://arxiv.org/pdf/1702.05743v2,No journal ref found,none,cs.CV,Summary22681,1702.05747v1,2017-02-19T13:02:28Z,A Survey on Deep Learning in Medical Image Analysis,"Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A. W. M. van der Laak, Bram van Ginneken, Clara I. Sánchez",http://arxiv.org/pdf/1702.05747v1,No journal ref found,none,cs.CV,Summary22682,1702.05803v1,2017-02-19T21:59:43Z,Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images,"Babak Ehteshami Bejnordi, Jimmy Linz, Ben Glass, Maeve Mullooly, Gretchen L Gierach, Mark E Sherman, Nico Karssemeijer, Jeroen van der Laak, Andrew H Beck",http://arxiv.org/pdf/1702.05803v1,No journal ref found,none,cs.CV,Summary22683,1702.05839v1,2017-02-20T02:34:26Z,Progressively Diffused Networks for Semantic Image Segmentation,"Ruimao Zhang, Wei Yang, Zhanglin Peng, Xiaogang Wang, Liang Lin",http://arxiv.org/pdf/1702.05839v1,No journal ref found,none,cs.CV,Summary22684,1702.05891v1,2017-02-20T08:21:58Z,Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification,"Feng Zhu, Hongsheng Li, Wanli Ouyang, Nenghai Yu, Xiaogang Wang",http://arxiv.org/pdf/1702.05891v1,No journal ref found,none,cs.CV,Summary22685,1702.05911v1,2017-02-20T09:57:11Z,Efficient Large-scale Approximate Nearest Neighbor Search on the GPU,"Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung, Hendrik P. A. Lensch",http://arxiv.org/pdf/1702.05911v1,"The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2027 - 2035 (2016)",none,cs.CV,Summary22686,1702.05941v1,2017-02-20T12:05:30Z,SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks,"Patrick Ferdinand Christ, Florian Ettlinger, Georgios Kaissis, Sebastian Schlecht, Freba Ahmaddy, Felix Grün, Alexander Valentinitsch, Seyed-Ahmad Ahmadi, Rickmer Braren, Bjoern Menze",http://arxiv.org/pdf/1702.05941v1,No journal ref found,none,cs.CV,Summary22687,1702.05958v1,2017-02-20T13:21:20Z,Reflection Separation Using Guided Annotation,"Ofer Springer, Yair Weiss",http://arxiv.org/pdf/1702.05958v1,No journal ref found,none,cs.CV,Summary22688,1702.06085v1,2017-02-20T17:59:38Z,Synthesis versus analysis in patch-based image priors,Mario A. T. Figueiredo,http://arxiv.org/pdf/1702.06085v1,No journal ref found,none,cs.CV,Summary22689,1702.06118v1,2017-02-19T12:21:59Z,Derivative Based Focal Plane Array Nonuniformity Correction,"G. Ness, A. Oved, I. Kakon",http://arxiv.org/pdf/1702.06118v1,No journal ref found,none,cs.CV,Summary22690,1702.06257v1,2017-02-21T04:10:31Z,The Power of Sparsity in Convolutional Neural Networks,"Soravit Changpinyo, Mark Sandler, Andrey Zhmoginov",http://arxiv.org/pdf/1702.06257v1,No journal ref found,none,cs.CV,Summary22691,1702.06264v2,2017-02-21T04:53:01Z,Weighted Motion Averaging for the Registration of Multi-View Range Scans,"Rui Guo, Jihua Zhu, Yaochen Li, Dapeng Chen, Zhongyu Li, Yongqin Zhang",http://arxiv.org/pdf/1702.06264v2,No journal ref found,none,cs.CV,Summary22692,1702.06291v1,2017-02-21T08:15:51Z,Visual Tracking by Reinforced Decision Making,"Janghoon Choi, Junseok Kwon, Kyoung Mu Lee",http://arxiv.org/pdf/1702.06291v1,No journal ref found,none,cs.CV,Summary22693,1702.06294v1,2017-02-21T08:58:28Z,Learning Compact Appearance Representation for Video-based Person Re-Identification,"Wei Zhang, Shengnan Hu, Kan Liu",http://arxiv.org/pdf/1702.06294v1,No journal ref found,none,cs.CV,Summary22694,1702.06332v1,2017-02-21T11:23:48Z,Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation,"Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò",http://arxiv.org/pdf/1702.06332v1,No journal ref found,none,cs.CV,Summary22695,1702.06355v1,2017-02-21T12:38:11Z,Object Detection in Videos with Tubelet Proposal Networks,"Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang",http://arxiv.org/pdf/1702.06355v1,No journal ref found,none,cs.CV,Summary22696,1702.06376v1,2017-02-21T13:33:37Z,Mimicking Ensemble Learning with Deep Branched Networks,"Byungju Kim, Youngsoo Kim, Yeakang Lee, Junmo Kim",http://arxiv.org/pdf/1702.06376v1,No journal ref found,none,cs.CV,Summary22697,1702.06397v1,2017-02-11T15:31:24Z,Fast Resampling of 3D Point Clouds via Graphs,"Siheng Chen, Dong Tian, Chen Feng, Anthony Vetro, Jelena Kovačević",http://arxiv.org/pdf/1702.06397v1,No journal ref found,none,cs.CV,Summary22698,1702.06441v1,2017-02-21T15:34:20Z,BrnoCompSpeed: Review of Traffic Camera Calibration and Comprehensive Dataset for Monocular Speed Measurement,"Jakub Sochor, Roman Juránek, Jakub Špaňhel, Lukáš Maršík, Adam Široký, Adam Herout, Pavel Zemčík",http://arxiv.org/pdf/1702.06441v1,No journal ref found,none,cs.CV,Summary22699,1702.06451v1,2017-02-21T15:50:10Z,Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement,"Jakub Sochor, Roman Juránek, Adam Herout",http://arxiv.org/pdf/1702.06451v1,No journal ref found,none,cs.CV,Summary22700,1702.06461v1,2017-02-21T16:12:18Z,Crowd Sourcing Image Segmentation with iaSTAPLE,"Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmüller",http://arxiv.org/pdf/1702.06461v1,No journal ref found,none,cs.CV,Summary22701,1702.06521v1,2017-02-21T18:49:26Z,VidLoc: 6-DoF Video-Clip Relocalization,"Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen",http://arxiv.org/pdf/1702.06521v1,No journal ref found,none,cs.CV,Summary22702,1702.06683v2,2017-02-22T06:20:13Z,Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US,"Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Erez Lieberman Aiden, Li Fei-Fei",http://arxiv.org/pdf/1702.06683v2,No journal ref found,none,cs.CV,Summary22703,1702.06722v1,2017-02-22T09:32:09Z,3D Reconstruction of Temples in the Special Region of Yogyakarta By Using Close-Range Photogrammetry,"Adityo Priyandito Utomo, Canggih Puspo Wibowo",http://arxiv.org/pdf/1702.06722v1,No journal ref found,none,cs.CV,Summary22704,1702.06767v1,2017-02-22T12:08:09Z,MomentsNet: a simple learning-free method for binary image recognition,"Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu",http://arxiv.org/pdf/1702.06767v1,No journal ref found,none,cs.CV,Summary22705,1702.06799v1,2017-02-22T13:56:54Z,Boosted Multiple Kernel Learning for First-Person Activity Recognition,"Fatih Ozkan, Mehmet Ali Arabaci, Elif Surer, Alptekin Temizel",http://arxiv.org/pdf/1702.06799v1,No journal ref found,none,cs.CV,Summary22706,1702.07006v1,2017-02-22T21:03:49Z,Synthesising Dynamic Textures using Convolutional Neural Networks,"Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge",http://arxiv.org/pdf/1702.07006v1,No journal ref found,none,cs.CV,Summary22707,1702.07019v1,2017-02-22T21:50:55Z,CT Image Denoising with Perceptive Deep Neural Networks,"Qingsong Yang, Pingkun Yan, Mannudeep K. Kalra, Ge Wang",http://arxiv.org/pdf/1702.07019v1,No journal ref found,none,cs.CV,Summary22708,1702.07025v1,2017-02-22T22:17:13Z,Increasing Deep Learning Melanoma Classification by Classical And Expert Knowledge Based Image Transforms,"Cristina Nader Vasconcelos, Bárbara Nader Vasconcelos",http://arxiv.org/pdf/1702.07025v1,No journal ref found,none,cs.CV,Summary22709,1702.07054v1,2017-02-23T00:40:29Z,Learning Chained Deep Features and Classifiers for Cascade in Object Detection,"Wanli Ouyang, Ku Wang, Xin Zhu, Xiaogang Wang",http://arxiv.org/pdf/1702.07054v1,No journal ref found,none,cs.CV,Summary22710,1702.07059v1,2017-02-23T01:23:45Z,Robust and fully automated segmentation of mandible from CT scans,"Neslisah Torosdagli, Denise K. Liberton, Payal Verma, Murat Sincan Janice Lee, Sumanta Pattanaik, Ulas Bagci",http://arxiv.org/pdf/1702.07059v1,No journal ref found,none,cs.CV,Summary22711,1702.07189v1,2017-02-23T12:11:42Z,Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models,"David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm",http://arxiv.org/pdf/1702.07189v1,No journal ref found,none,cs.CV,Summary22712,1702.07191v1,2017-02-23T12:28:18Z,ViP-CNN: A Visual Phrase Reasoning Convolutional Neural Network for Visual Relationship Detection,"Yikang Li, Wanli Ouyang, Xiaogang Wang",http://arxiv.org/pdf/1702.07191v1,No journal ref found,none,cs.CV,Summary22713,1702.07333v1,2017-02-23T18:43:30Z,k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge,"David Alvarez, Monica Iglesias",http://arxiv.org/pdf/1702.07333v1,No journal ref found,none,cs.CV,Summary22714,1702.07343v1,2017-02-23T21:09:46Z,Improving high-pass fusion method using wavelets,Hamid Reza Shahdoosti,http://arxiv.org/pdf/1702.07343v1,No journal ref found,none,cs.CV,Summary22715,1702.07371v1,2017-02-23T19:34:25Z,Feasibility of Principal Component Analysis in hand gesture recognition system,"Tanu Srivastava, Raj Shree Singh, Sunil Kumar, Pavan Chakraborty",http://arxiv.org/pdf/1702.07371v1,No journal ref found,none,cs.CV,Summary22716,1702.07386v1,2017-02-23T20:48:13Z,Toward Streaming Synapse Detection with Compositional ConvNets,"Shibani Santurkar, David Budden, Alexander Matveev, Heather Berlin, Hayk Saribekyan, Yaron Meirovitch, Nir Shavit",http://arxiv.org/pdf/1702.07386v1,No journal ref found,none,cs.CV,Summary22717,1702.07432v1,2017-02-24T01:10:53Z,Multi-Context Attention for Human Pose Estimation,"Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L. Yuille, Xiaogang Wang",http://arxiv.org/pdf/1702.07432v1,No journal ref found,none,cs.CV,Summary22718,1702.07451v1,2017-02-24T02:37:15Z,Viewpoint Adaptation for Rigid Object Detection,"Patrick Wang, Kenneth Morton, Peter Torrione, Leslie Collins",http://arxiv.org/pdf/1702.07451v1,No journal ref found,none,cs.CV,Summary22719,1702.07472v1,2017-02-24T06:12:55Z,Learning Non-local Image Diffusion for Image Denoising,"Peng Qiao, Yong Dou, Wensen Feng, Yunjin Chen",http://arxiv.org/pdf/1702.07472v1,No journal ref found,none,cs.CV,Summary22720,1702.07482v1,2017-02-24T07:34:31Z,Speckle Reduction with Trained Nonlinear Diffusion Filtering,"Wensen Feng, Yunjin Chen",http://arxiv.org/pdf/1702.07482v1,No journal ref found,none,cs.CV,Summary22721,1702.07486v1,2017-02-24T07:51:29Z,Deep representation learning for human motion prediction and classification,"Judith Bütepage, Michael Black, Danica Kragic, Hedvig Kjellström",http://arxiv.org/pdf/1702.07486v1,No journal ref found,none,cs.CV,Summary22722,1702.07508v1,2017-02-24T09:26:15Z,"Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling","Songxuan Lai, Lianwen Jin, Weixin Yang",http://arxiv.org/pdf/1702.07508v1,No journal ref found,none,cs.CV,Summary22723,1702.07600v1,2017-02-24T14:29:35Z,How hard is it to cross the room? -- Training (Recurrent) Neural Networks to steer a UAV,"Klaas Kelchtermans, Tinne Tuytelaars",http://arxiv.org/pdf/1702.07600v1,No journal ref found,none,cs.CV,Summary22724,1702.07611v1,2017-02-24T14:46:55Z,Automatic segmentation in dynamic outdoor environments,"Amy Tabb, Henry Medeiros",http://arxiv.org/pdf/1702.07611v1,No journal ref found,none,cs.CV,Summary22725,1702.07759v1,2017-02-24T20:56:26Z,Unifying local and non-local signal processing with graph CNNs,"Gilles Puy, Srdan Kitic, Patrick Pérez",http://arxiv.org/pdf/1702.07759v1,No journal ref found,none,cs.CV,Summary22726,1702.07772v1,2017-02-24T21:30:31Z,Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment,"Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Irfan Essa",http://arxiv.org/pdf/1702.07772v1,No journal ref found,none,cs.CV,Summary22727,1702.07841v1,2017-02-25T07:04:25Z,Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation,"Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III",http://arxiv.org/pdf/1702.07841v1,No journal ref found,none,cs.CV,Summary22728,1702.07935v1,2017-02-25T18:15:51Z,Image Stitching by Line-guided Local Warping with Global Similarity Constraint,"Tianzhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang",http://arxiv.org/pdf/1702.07935v1,No journal ref found,none,cs.CV,Summary22729,1702.07963v1,2017-02-26T00:56:25Z,Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques,"M. Attia, M. Hossny, S. Nahavandi, A. Yazdabadi",http://arxiv.org/pdf/1702.07963v1,No journal ref found,none,cs.CV,Summary22730,1702.07971v1,2017-02-26T01:56:38Z,Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing,"Jin Sun, David W. Jacobs",http://arxiv.org/pdf/1702.07971v1,No journal ref found,none,cs.CV,Summary22731,1702.07975v1,2017-02-26T02:13:20Z,Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition,"Xuefeng Xiao, Lianwen Jin, Yafeng Yang, Weixin Yang, Jun Sun, Tianhai Chang",http://arxiv.org/pdf/1702.07975v1,No journal ref found,none,cs.CV,Summary22732,1702.07985v1,2017-02-26T04:23:36Z,A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data,"Fan Zhang, Bo Du, Liangpei Zhang",http://arxiv.org/pdf/1702.07985v1,No journal ref found,none,cs.CV,Summary22733,1702.08007v1,2017-02-26T09:10:45Z,Bayesian Nonparametric Unmixing of Hyperspectral Images,"Jürgen Hahn, Abdelhak M. Zoubir",http://arxiv.org/pdf/1702.08007v1,No journal ref found,none,cs.CV,Summary22734,1702.08014v1,2017-02-26T10:08:49Z,Adversarial Networks for the Detection of Aggressive Prostate Cancer,"Simon Kohl, David Bonekamp, Heinz-Peter Schlemmer, Kaneschka Yaqubi, Markus Hohenfellner, Boris Hadaschik, Jan-Philipp Radtke, Klaus Maier-Hein",http://arxiv.org/pdf/1702.08014v1,No journal ref found,none,cs.CV,Summary22735,1702.08112v1,2017-02-26T23:52:00Z,3D Scanning System for Automatic High-Resolution Plant Phenotyping,"Chuong V Nguyen, Jurgen Fripp, David R Lovell, Robert Furbank, Peter Kuffner, Helen Daily, Xavier Sirault",http://arxiv.org/pdf/1702.08112v1,"In Digital Image Computing: Techniques and Applications (DICTA), 2016 International Conference on, pp. 1-8. IEEE, 2016",none,cs.CV,Summary22736,1702.08115v1,2017-02-27T00:38:33Z,Bioplausible multiscale filtering in retino-cortical processing as a mechanism in perceptual grouping,"Nasim Nematzadeh, David M. W. Powers, Trent W. Lewis",http://arxiv.org/pdf/1702.08115v1,No journal ref found,none,cs.CV,Summary22737,1702.08155v1,2017-02-27T06:04:52Z,Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray Microtomography of Lung Pathology,"Holger R. Roth, Kai Nagara, Hirohisa Oda, Masahiro Oda, Tomoshi Sugiyama, Shota Nakamura, Kensaku Mori",http://arxiv.org/pdf/1702.08155v1,No journal ref found,none,cs.CV,Summary22738,1702.08160v1,2017-02-27T06:40:22Z,HashBox: Hash Hierarchical Segmentation exploiting Bounding Box Object Detection,"Joachim Curto, Irene Zarza, Alexander J. Smola, Luc Van Gool",http://arxiv.org/pdf/1702.08160v1,No journal ref found,none,cs.CV,Summary22739,1702.08272v2,2017-02-27T13:23:35Z,A Dataset for Developing and Benchmarking Active Vision,"Phil Ammirato, Patrick Poirson, Eunbyung Park, Jana Kosecka, Alexander C. Berg",http://arxiv.org/pdf/1702.08272v2,No journal ref found,none,cs.CV,Summary22740,1702.08318v1,2017-02-27T15:16:23Z,Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation,"Xin Jin, Peng Yuan, Xiaodong Li, Chenggen Song, Shiming Ge, Geng Zhao, Yingya Chen",http://arxiv.org/pdf/1702.08318v1,No journal ref found,none,cs.CV,Summary22741,1702.08319v1,2017-02-27T15:16:47Z,Visual Translation Embedding Network for Visual Relation Detection,"Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua",http://arxiv.org/pdf/1702.08319v1,No journal ref found,none,cs.CV,Summary22742,1702.08336v1,2017-02-27T15:50:35Z,Multi-Label Segmentation via Residual-Driven Adaptive Regularization,"Byung-Woo Hong, Ja-Keoung Koo, Stefano Soatto",http://arxiv.org/pdf/1702.08336v1,No journal ref found,none,cs.CV,Summary22743,1702.08379v1,2017-02-27T17:06:20Z,Revealing Hidden Potentials of q-Space Imaging in Breast Cancer,"Paul Jaeger, Sebastian Bickelhaupt, Frederik Bernd Laun, Wolfgang Lederer, Daniel Heidi, Tristan Anselm Kuder, Daniel Paech, David Bonekamp, Alexander Radbruch, Stefan Delorme, Heinz-Peter Schlemmer, Franziska Steudle, Klaus H. Maier-Hein",http://arxiv.org/pdf/1702.08379v1,No journal ref found,none,cs.CV,Summary22744,1702.08423v1,2017-02-27T18:28:58Z,Age Progression/Regression by Conditional Adversarial Autoencoder,"Zhifei Zhang, Yang Song, Hairong Qi",http://arxiv.org/pdf/1702.08423v1,No journal ref found,none,cs.CV,Summary22745,1702.08434v1,2017-02-27T18:54:41Z,Skin Lesion Classification Using Hybrid Deep Neural Networks,"Amirreza Mahbod, Rupert Ecker, Isabella Ellinger",http://arxiv.org/pdf/1702.08434v1,No journal ref found,none,cs.CV,Summary22746,1702.08502v1,2017-02-27T20:05:11Z,Understanding Convolution for Semantic Segmentation,"Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison Cottrell",http://arxiv.org/pdf/1702.08502v1,No journal ref found,none,cs.CV,Summary22747,1702.08558v1,2017-02-27T22:12:25Z,DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition,"Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst",http://arxiv.org/pdf/1702.08558v1,No journal ref found,none,cs.CV,Summary22748,1702.08597v1,2017-02-28T01:37:57Z,Enabling Sparse Winograd Convolution by Native Pruning,"Sheng Li, Jongsoo Park, Ping Tak Peter Tang",http://arxiv.org/pdf/1702.08597v1,No journal ref found,none,cs.CV,Summary22749,1702.08601v1,2017-02-28T01:46:51Z,"Accurate, Scalable and Parallel Structure from Motion","Siyu Zhu, Tianwei Shen, Lei Zhou, Runze Zhang, Tian Fang, Long Quan",http://arxiv.org/pdf/1702.08601v1,No journal ref found,none,cs.CV,Summary22750,1702.08606v1,2017-02-28T02:18:47Z,The Active Atlas: Combining 3D Anatomical Models with Texture Detectors,"Yuncong Chen, David Kleinfeld, Yoav Freund",http://arxiv.org/pdf/1702.08606v1,No journal ref found,none,cs.CV,Summary22751,1702.08634v2,2017-02-28T03:51:42Z,Super-Trajectory for Video Segmentation,"Wenguan Wang, Jianbing Shen",http://arxiv.org/pdf/1702.08634v2,No journal ref found,none,cs.CV,Summary22752,1702.08640v2,2017-02-28T04:33:00Z,Selective Video Cutout using Global Pyramid Models and Local Uncertainty Propagation,"Wenguan Wang, Jianbing Shen, Fatih Porikli",http://arxiv.org/pdf/1702.08640v2,No journal ref found,none,cs.CV,Summary22753,1702.08646v1,2017-02-28T04:57:12Z,Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network,"Peng Lei, Fuxin Li, Sinisa Todorovic",http://arxiv.org/pdf/1702.08646v1,No journal ref found,none,cs.CV,Summary22754,1702.08652v2,2017-02-28T05:39:25Z,Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks,"Pichao Wang, Wanqing Li, Zhimin Gao, Yuyao Zhang, Chang Tang, Philip Ogunbona",http://arxiv.org/pdf/1702.08652v2,No journal ref found,none,cs.CV,Summary22755,1702.08675v1,2017-02-28T07:26:55Z,3D Shape Segmentation via Shape Fully Convolutional Networks,"Pengyu Wang, Yuan Gan, Yan Zhang, Panpan Shui",http://arxiv.org/pdf/1702.08675v1,No journal ref found,none,cs.CV,Summary22756,1702.08681v1,2017-02-28T07:54:22Z,MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information,"Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew Soon Ong",http://arxiv.org/pdf/1702.08681v1,No journal ref found,none,cs.CV,Summary22757,1702.08692v1,2017-02-28T08:45:15Z,Cascade one-vs-rest detection network for fine-grained recognition without part annotations,"Long Chen, Junyu Dong, ShengKe Wang, Kin-Man Lam, Muwei Jian, Hua Zhang, XiaoChun Cao",http://arxiv.org/pdf/1702.08692v1,No journal ref found,none,cs.CV,Summary22758,1702.08699v1,2017-02-28T08:56:02Z,II-FCN for skin lesion analysis towards melanoma detection,Hongdiao Wen,http://arxiv.org/pdf/1702.08699v1,No journal ref found,none,cs.CV,Summary22759,1702.08717v1,2017-02-28T09:45:32Z,An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017,"G Wiselin Jiji, P Johnson Durai Raj",http://arxiv.org/pdf/1702.08717v1,No journal ref found,none,cs.CV,Summary22760,1702.08740v1,2017-02-28T11:03:39Z,Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm,"Ziang Yan, Jian Liang, Weishen Pan, Jin Li, Changshui Zhang",http://arxiv.org/pdf/1702.08740v1,No journal ref found,none,cs.CV,Summary22761,1702.08780v1,2017-02-28T13:30:06Z,MILD: Multi-Index hashing for Loop closure Detection,"Lei Han, Lu Fang",http://arxiv.org/pdf/1702.08780v1,No journal ref found,none,cs.CV,Summary22762,1702.08798v1,2017-02-28T14:26:14Z,Unsupervised Triplet Hashing for Fast Image Retrieval,"Shanshan Huang, Yichao Xiong, Ya Zhang, Jia Wang",http://arxiv.org/pdf/1702.08798v1,No journal ref found,none,cs.CV,Summary22763,1702.08891v2,2017-02-28T18:06:14Z,Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion,"Benjamin Hou, Amir Alansary, Steven McDonagh, Alice Davidson, Mary Rutherford, Jo V. Hajnal, Daniel Rueckert, Ben Glocker, Bernhard Kainz",http://arxiv.org/pdf/1702.08891v2,No journal ref found,none,cs.CV,Summary22764,1703.00035v2,2017-02-28T19:36:34Z,Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging,"Steven McDonagh, Benjamin Hou, Konstantinos Kamnitsas, Ozan Oktay, Amir Alansary, Mary Rutherford, Jo V. Hajnal, Bernhard Kainz",http://arxiv.org/pdf/1703.00035v2,No journal ref found,none,cs.CV,Summary22765,1703.00069v1,2017-02-28T21:58:45Z,Deep Image Harmonization,"Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang",http://arxiv.org/pdf/1703.00069v1,No journal ref found,none,cs.CV,Summary22766,1703.00075v1,2017-02-28T22:12:00Z,Discrete Wavelet Transform Based Algorithm for Recognition of QRS Complexes,"Rachid Haddadi, Elhassane Abdelmounim, Mustapha El Hanine, Abdelaziz Belaguid",http://arxiv.org/pdf/1703.00075v1,"World of Computer Science and Information Technology Journal (WCSIT) ; ISSN: 2221-0741; Vol. 4, No. 9, 127-132, 2014",none,cs.CV,Summary22767,1703.00087v1,2017-02-28T23:27:25Z,Segmentation of Lesions in Dermoscopy Images Using Saliency Map And Contour Propagation,"Mostafa Jahanifar, Neda Zamani Tajeddin, Babak Mohammadzadeh Asl",http://arxiv.org/pdf/1703.00087v1,No journal ref found,none,cs.CV,Summary22768,1703.00121v1,2017-03-01T03:38:13Z,Remote Sensing Image Scene Classification: Benchmark and State of the Art,"Gong Cheng, Junwei Han, Xiaoqiang Lu",http://arxiv.org/pdf/1703.00121v1,No journal ref found,none,cs.CV,Summary22769,1703.00122v1,2017-03-01T03:38:53Z,RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning,"Hao Chen, Y. F. Li, Dan Su",http://arxiv.org/pdf/1703.00122v1,No journal ref found,none,cs.CV,Summary22770,1703.00152v1,2017-03-01T06:56:37Z,Saliency Detection by Forward and Backward Cues in Deep-CNNs,"Nevrez Imamoglu, Chi Zhang, Wataru Shimoda, Yuming Fang, Boxin Shi",http://arxiv.org/pdf/1703.00152v1,No journal ref found,none,cs.CV,Summary22771,1703.00160v1,2017-03-01T07:25:41Z,Saliency Fusion in Eigenvector Space with Multi-Channel Pulse Coupled Neural Network,"Nevrez Imamoglu, Zhixuan Wei, Huangjun Shi, Yuki Yoshida, Myagmarbayar Nergui, Jose Gonzalez, Dongyun Gu, Weidong Chen, Kenzo Nonami, Wenwei Yu",http://arxiv.org/pdf/1703.00160v1,"Evaluating AAL Systems Through Competitive Benchmarking, Communications in Computer and Information Science, 2013",none,cs.CV,Summary22772,1703.00177v1,2017-03-01T08:29:09Z,Optical Flow-based 3D Human Motion Estimation from Monocular Video,"Thiemo Alldieck, Marc Kassubeck, Marcus Magnor",http://arxiv.org/pdf/1703.00177v1,No journal ref found,none,cs.CV,Summary22773,1703.00196v1,2017-03-01T09:41:02Z,Incorporating Intra-Class Variance to Fine-Grained Visual Recognition,"Yan Bai, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan",http://arxiv.org/pdf/1703.00196v1,No journal ref found,none,cs.CV,Summary22774,1703.00234v1,2017-03-01T11:16:13Z,Improving Object Detection with Region Similarity Learning,"Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan",http://arxiv.org/pdf/1703.00234v1,No journal ref found,none,cs.CV,Summary22775,1703.00249v1,2017-03-01T11:48:32Z,Human Eye Visual Hyperacuity: A New Paradigm for Sensing?,"Adur Lagunas, Oier Dominguez, Susana Martinez-Conde, Stephen L. Macknik, Carlos del-Rio",http://arxiv.org/pdf/1703.00249v1,No journal ref found,none,cs.CV,Summary22776,1703.00297v1,2017-03-01T13:52:40Z,Group Sparsity Residual Constraint for Image Denoising,"Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang",http://arxiv.org/pdf/1703.00297v1,No journal ref found,none,cs.CV,Summary22777,1703.00311v2,2017-03-01T14:24:42Z,Multi-stage Neural Networks with Single-sided Classifiers for False Positive Reduction and its Evaluation using Lung X-ray CT Images,"Masaharu Sakamoto, Hiroki Nakano, Kun Zhao, Taro Sekiyama",http://arxiv.org/pdf/1703.00311v2,No journal ref found,none,cs.CV,Summary22778,1703.00312v2,2017-03-01T14:26:29Z,Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs,"Raphael Meier, Urspeter Knecht, Alain Jungo, Roland Wiest, Mauricio Reyes",http://arxiv.org/pdf/1703.00312v2,No journal ref found,none,cs.CV,Summary22779,1703.00495v1,2017-03-01T20:58:19Z,Making 360° Video Watchable in 2D: Learning Videography for Click Free Viewing,"Yu-Chuan Su, Kristen Grauman",http://arxiv.org/pdf/1703.00495v1,No journal ref found,none,cs.CV,Summary22780,1703.00523v1,2017-03-01T21:41:58Z,ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection,Matt Berseth,http://arxiv.org/pdf/1703.00523v1,No journal ref found,none,cs.CV,Summary22781,1703.00534v1,2017-03-01T22:21:21Z,Skin cancer reorganization and classification with deep neural network,Hao Chang,http://arxiv.org/pdf/1703.00534v1,No journal ref found,none,cs.CV,Summary22782,1703.00551v1,2017-03-01T23:42:30Z,Label Refinement Network for Coarse-to-Fine Semantic Segmentation,"Md Amirul Islam, Shujon Naha, Mrigank Rochan, Neil Bruce, Yang Wang",http://arxiv.org/pdf/1703.00551v1,No journal ref found,none,cs.CV,Summary22783,1703.00552v1,2017-03-01T23:51:03Z,Change Detection under Global Viewpoint Uncertainty,"Murase Tomoya, Tanaka Kanji",http://arxiv.org/pdf/1703.00552v1,No journal ref found,none,cs.CV,Summary22784,1703.00555v1,2017-03-01T23:54:12Z,A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction,"Jo Schlemper, Jose Caballero, Joseph V. Hajnal, Anthony Price, Daniel Rueckert",http://arxiv.org/pdf/1703.00555v1,No journal ref found,none,cs.CV,Summary22785,1703.00577v1,2017-03-02T01:24:04Z,Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network,"Yuexiang Li, Linlin Shen",http://arxiv.org/pdf/1703.00577v1,No journal ref found,none,cs.CV,Summary22786,1703.00586v1,2017-03-02T02:15:05Z,A novel image tag completion method based on convolutional neural network,"Yanyan Geng, Weizhi Li, Gaoyuan Liang, Jingbin Wang, Yanbin Wu, Nitin Patil, Jing-Yan Wang",http://arxiv.org/pdf/1703.00586v1,No journal ref found,none,cs.CV,Summary22787,1703.00645v1,2017-03-02T07:26:37Z,TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process,"Sarfaraz Hussein, Robert Gillies, Kunlin Cao, Qi Song, Ulas Bagci",http://arxiv.org/pdf/1703.00645v1,No journal ref found,none,cs.CV,Summary22788,1703.00686v1,2017-03-02T09:51:51Z,BoxCars: Improving Vehicle Fine-Grained Recognition using 3D Bounding Boxes in Traffic Surveillance,"Jakub Sochor, Jakub Špaňhel, Adam Herout",http://arxiv.org/pdf/1703.00686v1,No journal ref found,none,cs.CV,Summary22789,1703.00792v1,2017-03-02T14:09:32Z,Robust Spatial Filtering with Graph Convolutional Neural Networks,"Felipe Petroski Such, Shagan Sah, Miguel Dominguez, Suhas Pillai, Chao Zhang, Andrew Michael, Nathan Cahill, Raymond Ptucha",http://arxiv.org/pdf/1703.00792v1,No journal ref found,none,cs.CV,Summary22790,1703.00832v2,2017-03-02T15:29:07Z,Face Image Reconstruction from Deep Templates,"Guangcan Mai, Kai Cao, Pong C. Yuen, Anil K. Jain",http://arxiv.org/pdf/1703.00832v2,No journal ref found,none,cs.CV,Summary22791,1703.00845v1,2017-03-02T16:12:29Z,Towards CNN Map Compression for camera relocalisation,"Luis Contreras, Walterio Mayol-Cuevas",http://arxiv.org/pdf/1703.00845v1,No journal ref found,none,cs.CV,Summary22792,1703.00856v1,2017-03-02T17:01:24Z,Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge,"Rafael Teixeira Sousa, Larissa Vasconcellos de Moraes",http://arxiv.org/pdf/1703.00856v1,No journal ref found,none,cs.CV,Summary22793,1703.00862v1,2017-03-02T17:26:46Z,Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources,"Adrian Bulat, Georgios Tzimiropoulos",http://arxiv.org/pdf/1703.00862v1,No journal ref found,none,cs.CV,Summary22794,1703.01025v1,2017-03-03T03:22:16Z,A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification,"Xulei Yang, Zeng Zeng, Si Yong Yeo, Colin Tan, Hong Liang Tey, Yi Su",http://arxiv.org/pdf/1703.01025v1,No journal ref found,none,cs.CV,Summary22795,1703.01028v1,2017-03-03T04:02:11Z,Outlier Cluster Formation in Spectral Clustering,"Takuro Ina, Atsushi Hashimoto, Masaaki Iiyama, Hidekazu Kasahara, Mikihiko Mori, Michihiko Minoh",http://arxiv.org/pdf/1703.01028v1,No journal ref found,none,cs.CV,Summary22796,1703.01053v1,2017-03-03T06:38:30Z,Skin Lesion Classification using Class Activation Map,"Xi Jia, Linlin Shen",http://arxiv.org/pdf/1703.01053v1,No journal ref found,none,cs.CV,Summary22797,1703.01086v1,2017-03-03T09:24:41Z,Arbitrary-Oriented Scene Text Detection via Rotation Proposals,"Jianqi Ma, Weiyuan Shao, Hao Ye, Li Wang, Hong Wang, Yingbin Zheng, Xiangyang Xue",http://arxiv.org/pdf/1703.01086v1,No journal ref found,none,cs.CV,Summary22798,1703.01120v1,2017-03-03T12:02:32Z,Deep artifact learning for compressed sensing and parallel MRI,"Dongwook Lee, Jaejun Yoo, Jong Chul Ye",http://arxiv.org/pdf/1703.01120v1,No journal ref found,none,cs.CV,Summary22799,1703.01135v1,2017-03-03T12:49:36Z,Deep Learning with Domain Adaptation for Accelerated Projection Reconstruction MR,"Yo Seob Han, Jaejun Yoo, Jong Chul Ye",http://arxiv.org/pdf/1703.01135v1,No journal ref found,none,cs.CV,Summary22800,1703.01210v1,2017-03-03T15:35:52Z,EmotioNet Challenge: Recognition of facial expressions of emotion in the wild,"C. Fabian Benitez-Quiroz, Ramprakash Srinivasan, Qianli Feng, Yan Wang, Aleix M. Martinez",http://arxiv.org/pdf/1703.01210v1,No journal ref found,none,cs.CV,Summary22801,1703.01226v1,2017-03-03T16:14:53Z,Context Aware Query Image Representation for Particular Object Retrieval,"Zakaria Laskar, Juho Kannala",http://arxiv.org/pdf/1703.01226v1,No journal ref found,none,cs.CV,Summary22802,1703.01229v1,2017-03-03T16:17:45Z,Deep Collaborative Learning for Visual Recognition,"Yan Wang, Lingxi Xie, Ya Zhang, Wenjun Zhang, Alan Yuille",http://arxiv.org/pdf/1703.01229v1,No journal ref found,none,cs.CV,Summary22803,1703.01243v1,2017-03-01T18:01:52Z,Augmented Reality for Depth Cues in Monocular Minimally Invasive Surgery,"Long Chen, Wen Tang, Nigel W. John, Tao Ruan Wan, Jian Jun Zhang",http://arxiv.org/pdf/1703.01243v1,No journal ref found,none,cs.CV,Summary22804,1703.01248v1,2017-03-03T17:03:17Z,Incident Light Frequency-based Image Defogging Algorithm,"Wenbo Zhang, Xiaorong Hou",http://arxiv.org/pdf/1703.01248v1,No journal ref found,none,cs.CV,Summary22805,1703.01289v1,2017-03-03T18:54:55Z,Instance Flow Based Online Multiple Object Tracking,"Sebastian Bullinger, Christoph Bodensteiner, Michael Arens",http://arxiv.org/pdf/1703.01289v1,No journal ref found,none,cs.CV,Summary22806,1703.01290v1,2017-03-03T18:55:10Z,Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning,"Dingwen Zhang, Deyu Meng, Long Zhao, Junwei Han",http://arxiv.org/pdf/1703.01290v1,No journal ref found,none,cs.CV,Summary22807,1703.01382v1,2017-03-04T02:22:59Z,Multi-Scale Wavelet Domain Residual Learning for Limited-Angle CT Reconstruction,"Jawook Gu, Jong Chul Ye",http://arxiv.org/pdf/1703.01382v1,No journal ref found,none,cs.CV,Summary22808,1703.01383v1,2017-03-04T02:28:54Z,Wavelet Domain Residual Network (WavResNet) for Low-Dose X-ray CT Reconstruction,"Eunhee Kang, junhong Min, Jong Chul Ye",http://arxiv.org/pdf/1703.01383v1,No journal ref found,none,cs.CV,Summary22809,1703.01386v1,2017-03-04T03:09:36Z,Looking at Outfit to Parse Clothing,"Pongsate Tangseng, Zhipeng Wu, Kota Yamaguchi",http://arxiv.org/pdf/1703.01386v1,No journal ref found,none,cs.CV,Summary22810,1703.01396v1,2017-03-04T04:31:43Z,Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features,"Cheng-Yaw Low, Andrew Beng-Jin Teoh",http://arxiv.org/pdf/1703.01396v1,No journal ref found,none,cs.CV,Summary22811,1703.01402v1,2017-03-04T06:32:15Z,Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks,"Terrance DeVries, Dhanesh Ramachandram",http://arxiv.org/pdf/1703.01402v1,No journal ref found,none,cs.CV,Summary22812,1703.01425v1,2017-03-04T09:40:41Z,Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection,"Yuliang Liu, Lianwen Jin",http://arxiv.org/pdf/1703.01425v1,No journal ref found,none,cs.CV,Summary22813,1703.01437v1,2017-03-04T10:51:09Z,Automated Top View Registration of Broadcast Football Videos,"Rahul Anand Sharma, Bharath Bhat, Vineet Gandhi, C. V. Jawahar",http://arxiv.org/pdf/1703.01437v1,No journal ref found,none,cs.CV,Summary22814,1703.01467v1,2017-03-04T14:43:26Z,Generative Compression,"Shibani Santurkar, David Budden, Nir Shavit",http://arxiv.org/pdf/1703.01467v1,No journal ref found,none,cs.CV,Summary22815,1703.01513v1,2017-03-04T19:44:16Z,Genetic CNN,"Lingxi Xie, Alan Yuille",http://arxiv.org/pdf/1703.01513v1,No journal ref found,none,cs.CV,Summary22816,1703.01515v1,2017-03-04T20:00:44Z,CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos,"Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang",http://arxiv.org/pdf/1703.01515v1,No journal ref found,none,cs.CV,Summary22817,1703.01550v1,2017-03-05T03:17:35Z,Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images,"Bruno Korbar, Andrea M. Olofson, Allen P. Miraflor, Katherine M. Nicka, Matthew A. Suriawinata, Lorenzo Torresani, Arief A. Suriawinata, Saeed Hassanpour",http://arxiv.org/pdf/1703.01550v1,No journal ref found,none,cs.CV,Summary22818,1703.01597v1,2017-03-05T13:47:46Z,Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests,"Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson",http://arxiv.org/pdf/1703.01597v1,No journal ref found,none,cs.CV,Summary22819,1703.01605v1,2017-03-05T15:06:28Z,L2GSCI: Local to Global Seam Cutting and Integrating for Accurate Face Contour Extraction,"Yongwei Nie, Xu Cao, Chengjiang Long, Ping Li, Guiqing Li",http://arxiv.org/pdf/1703.01605v1,No journal ref found,none,cs.CV,Summary22820,1703.01622v1,2017-03-05T16:48:01Z,Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning,"Marc Aubreville, Christian Knipfer, Nicolai Oetter, Christian Jaremenko, Erik Rodner, Joachim Denzler, Christopher Bohr, Helmut Neumann, Florian Stelzle, Andreas Maier",http://arxiv.org/pdf/1703.01622v1,No journal ref found,none,cs.CV,Summary22821,1703.01664v1,2017-03-05T21:09:19Z,Diversified Texture Synthesis with Feed-forward Networks,"Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang",http://arxiv.org/pdf/1703.01664v1,No journal ref found,none,cs.CV,Summary22822,1703.01698v1,2017-03-06T00:59:46Z,4-DoF Tracking for Robot Fine Manipulation Tasks,"Mennatullah Siam, Abhineet Singh, Camilo Perez, Martin Jagersand",http://arxiv.org/pdf/1703.01698v1,No journal ref found,none,cs.CV,Summary22823,1703.01702v1,2017-03-06T01:44:35Z,Viewpoint Selection for Photographing Architectures,"Jingwu He, Linbo Wang, Wenzhe Zhou, Hongjie Zhang, Xiufen Cui, Yanwen Guo",http://arxiv.org/pdf/1703.01702v1,No journal ref found,none,cs.CV,Summary22824,1703.01790v1,2017-03-06T09:50:39Z,All the people around me: face discovery in egocentric photo-streams,"Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva",http://arxiv.org/pdf/1703.01790v1,No journal ref found,none,cs.CV,Summary22825,1703.01883v1,2017-03-06T14:11:55Z,Deep Head Pose Estimation from Depth Data for In-car Automotive Applications,"Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara",http://arxiv.org/pdf/1703.01883v1,No journal ref found,none,cs.CV,Summary22826,1703.01972v1,2017-03-06T16:58:03Z,Mesh-to-raster based non-rigid registration of multi-modal images,"Rosalia Tatano, Benjamin Berkels, Thomas M. Deserno",http://arxiv.org/pdf/1703.01972v1,No journal ref found,none,cs.CV,Summary22827,1703.01976v1,2017-03-06T17:02:19Z,Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions,Iván González Díaz,http://arxiv.org/pdf/1703.01976v1,No journal ref found,none,cs.CV,Summary22828,1703.02083v1,2017-03-06T19:50:20Z,Auto-context Convolutional Neural Network for Geometry-Independent Brain Extraction in Magnetic Resonance Imaging,"Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour",http://arxiv.org/pdf/1703.02083v1,No journal ref found,none,cs.CV,Summary22829,1703.02150v1,2017-03-06T23:48:16Z,LiDAR Point Cloud Segmentation via Minimum-cost Perfect Matching in a Bipartite Graph,"Sheng Xu, Ruisheng Wang, Han Zheng",http://arxiv.org/pdf/1703.02150v1,No journal ref found,none,cs.CV,Summary22830,1703.02161v1,2017-03-07T00:49:27Z,Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks,"Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante, Martin Rajchl, Matthew Lee, Ben Glocker, Daniel Rueckert",http://arxiv.org/pdf/1703.02161v1,No journal ref found,none,cs.CV,Summary22831,1703.02168v1,2017-03-07T01:21:01Z,Deep View Morphing,"Dinghuang Ji, Junghyun Kwon, Max McFarland, Silvio Savarese",http://arxiv.org/pdf/1703.02168v1,No journal ref found,none,cs.CV,Summary22832,1703.02180v1,2017-03-07T02:20:57Z,Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks,"Chen Yunpeng, Jin Xiaojie, Kang Bingyi, Feng Jiashi, Yan Shuicheng",http://arxiv.org/pdf/1703.02180v1,No journal ref found,none,cs.CV,Summary22833,1703.02182v1,2017-03-07T02:26:21Z,Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge,"Wenhao Zhang, Liangcai Gao, Runtao Liu",http://arxiv.org/pdf/1703.02182v1,No journal ref found,none,cs.CV,Summary22834,1703.02217v1,2017-03-07T05:24:26Z,Removal of Salt and Pepper noise from Gray-Scale and Color Images: An Adaptive Approach,"Sujaya Kumar Sathua, Arabinda Dash, Aishwaryarani Behera",http://arxiv.org/pdf/1703.02217v1,International Journal of Computer Science Trends and Technology (IJCST) V5(1): Page(117-126) Jan-Feb 2017. ISSN: 2347-8578. www.ijcstjournal.org.Published by Eighth Sense Research Group,none,cs.CV,Summary22835,1703.02242v1,2017-03-07T06:55:31Z,Shape DNA: Basic Generating Functions for Geometric Moment Invariants,"Erbo Li, Yazhou Huang, Dong Xu, Hua Li",http://arxiv.org/pdf/1703.02242v1,No journal ref found,none,cs.CV,Summary22836,1703.02243v1,2017-03-07T07:09:40Z,SRN: Side-output Residual Network for Object Symmetry Detection in the Wild,"Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye",http://arxiv.org/pdf/1703.02243v1,No journal ref found,none,cs.CV,Summary22837,1703.02271v1,2017-03-07T08:31:23Z,X-ray Astronomical Point Sources Recognition Using Granular Binary-tree SVM,"Zhixian Ma, Weitian Li, Lei Wang, Haiguang Xu, Jie Zhu",http://arxiv.org/pdf/1703.02271v1,No journal ref found,none,cs.CV,Summary22838,1703.02344v1,2017-03-07T11:58:36Z,Deep Learning based Large Scale Visual Recommendation and Search for E-Commerce,"Devashish Shankar, Sujay Narumanchi, H A Ananya, Pramod Kompalli, Krishnendu Chaudhury",http://arxiv.org/pdf/1703.02344v1,No journal ref found,none,cs.CV,Summary22839,1703.02391v1,2017-03-07T14:15:14Z,Learning from Noisy Labels with Distillation,"Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Jia Li",http://arxiv.org/pdf/1703.02391v1,No journal ref found,none,cs.CV,Summary22840,1703.02442v1,2017-03-03T19:03:08Z,Detecting Cancer Metastases on Gigapixel Pathology Images,"Yun Liu, Krishna Gadepalli, Mohammad Norouzi, George E. Dahl, Timo Kohlberger, Aleksey Boyko, Subhashini Venugopalan, Aleksei Timofeev, Philip Q. Nelson, Greg S. Corrado, Jason D. Hipp, Lily Peng, Martin C. Stumpe",http://arxiv.org/pdf/1703.02442v1,No journal ref found,none,cs.CV,Summary22841,1703.02445v1,2017-03-07T15:48:55Z,Object classification in images of Neoclassical furniture using Deep Learning,"Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh",http://arxiv.org/pdf/1703.02445v1,"Computational History and Data-Driven Humanities. CHDDH 2016. IFIP Advances in Information and Communication Technology, vol 482. Springer, Cham",none,cs.CV,Summary22842,1703.02511v1,2017-03-07T18:28:50Z,Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening,"Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam",http://arxiv.org/pdf/1703.02511v1,No journal ref found,none,cs.CV,Summary22843,1703.02521v1,2017-03-07T18:40:27Z,Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos,"De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles",http://arxiv.org/pdf/1703.02521v1,No journal ref found,none,cs.CV,Summary22844,cs/9905014v1,1999-05-21T14:26:07Z,Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition,Thomas G. Dietterich,http://arxiv.org/pdf/cs/9905014v1,No journal ref found,none,cs.LG,Summary22845,cs/9905015v1,1999-05-21T14:49:39Z,State Abstraction in MAXQ Hierarchical Reinforcement Learning,Thomas G. Dietterich,http://arxiv.org/pdf/cs/9905015v1,No journal ref found,none,cs.LG,Summary22846,cs/0001004v1,2000-01-07T06:20:53Z,Multiplicative Algorithm for Orthgonal Groups and Independent Component Analysis,Toshinao Akuzawa,http://arxiv.org/pdf/cs/0001004v1,No journal ref found,none,cs.LG,Summary22847,cs/0002006v1,2000-02-09T06:44:28Z,Multiplicative Nonholonomic/Newton -like Algorithm,"Toshinao Akuzawa, Noboru Murata",http://arxiv.org/pdf/cs/0002006v1,No journal ref found,none,cs.LG,Summary22848,cs/0009001v3,2000-09-05T18:54:58Z,Complexity analysis for algorithmically simple strings,Andrei N. Soklakov,http://arxiv.org/pdf/cs/0009001v3,No journal ref found,none,cs.LG,Summary22849,cs/0009007v1,2000-09-13T21:09:47Z,Robust Classification for Imprecise Environments,"Foster Provost, Tom Fawcett",http://arxiv.org/pdf/cs/0009007v1,No journal ref found,none,cs.LG,Summary22850,cs/0011032v1,2000-11-21T21:51:01Z,Top-down induction of clustering trees,"Hendrik Blockeel, Luc De Raedt, Jan Ramon",http://arxiv.org/pdf/cs/0011032v1,"Machine Learning, Proceedings of the 15th International Conference (J. Shavlik, ed.), Morgan Kaufmann, 1998, pp. 55-63",none,cs.LG,Summary22851,cs/0011044v1,2000-11-29T12:14:50Z,Scaling Up Inductive Logic Programming by Learning from Interpretations,"Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen",http://arxiv.org/pdf/cs/0011044v1,"Data Mining and Knowledge Discovery 3(1), pp. 59-93, 1999",none,cs.LG,Summary22852,cs/0103003v1,2001-03-02T01:55:46Z,Learning Policies with External Memory,"Leonid Peshkin, Nicolas Meuleau, Leslie Kaelbling",http://arxiv.org/pdf/cs/0103003v1,"In Bratko, I., and Dzeroski, S., eds., Machine Learning: Proceedings of the Sixteenth International Conference, pp. 307-314. Morgan Kaufmann, San Francisco, CA",none,cs.LG,Summary22853,cs/0110036v1,2001-10-17T15:45:23Z,Efficient algorithms for decision tree cross-validation,"Hendrik Blockeel, Jan Struyf",http://arxiv.org/pdf/cs/0110036v1,"H. Blockeel and J. Struyf. Efficient algorithms for decision tree cross-validation. Proceedings of the Eighteenth International Conference on Machine Learning (C. Brodley and A. Danyluk, eds.), Morgan Kaufmann, 2001, pp. 11-18",none,cs.LG,Summary22854,cs/0211003v1,2002-11-01T18:09:56Z,Evaluation of the Performance of the Markov Blanket Bayesian Classifier Algorithm,Michael G. Madden,http://arxiv.org/pdf/cs/0211003v1,No journal ref found,none,cs.LG,Summary22855,cs/0211007v1,2002-11-07T07:21:58Z,Approximating Incomplete Kernel Matrices by the em Algorithm,"Koji Tsuda, Shotaro Akaho, Kiyoshi Asai",http://arxiv.org/pdf/cs/0211007v1,No journal ref found,none,cs.LG,Summary22856,cs/0309015v1,2003-09-10T13:56:41Z,Reliable and Efficient Inference of Bayesian Networks from Sparse Data by Statistical Learning Theory,"Dominik Janzing, Daniel Herrmann",http://arxiv.org/pdf/cs/0309015v1,No journal ref found,none,cs.LG,Summary22857,cs/0311042v1,2003-11-27T05:34:04Z,Toward Attribute Efficient Learning Algorithms,"Adam R. Klivans, Rocco A. Servedio",http://arxiv.org/pdf/cs/0311042v1,No journal ref found,none,cs.LG,Summary22858,cs/0312004v1,2003-11-30T20:41:18Z,Improving spam filtering by combining Naive Bayes with simple k-nearest neighbor searches,Daniel Etzold,http://arxiv.org/pdf/cs/0312004v1,No journal ref found,none,cs.LG,Summary22859,cs/0401005v1,2004-01-08T07:50:51Z,About Unitary Rating Score Constructing,Kromer Victor,http://arxiv.org/pdf/cs/0401005v1,No journal ref found,none,cs.LG,Summary22860,cs/0412003v1,2004-12-01T16:32:49Z,Mining Heterogeneous Multivariate Time-Series for Learning Meaningful Patterns: Application to Home Health Telecare,"Florence Duchene, Catherine Garbay, Vincent Rialle",http://arxiv.org/pdf/cs/0412003v1,No journal ref found,none,cs.LG,Summary22861,cs/0502016v1,2005-02-03T19:54:02Z,Stability Analysis for Regularized Least Squares Regression,Cynthia Rudin,http://arxiv.org/pdf/cs/0502016v1,No journal ref found,none,cs.LG,Summary22862,cs/0504001v1,2005-03-31T23:04:28Z,Probabilistic and Team PFIN-type Learning: General Properties,Andris Ambainis,http://arxiv.org/pdf/cs/0504001v1,"Journal of Computer and System Sciences, 74(4):457-489, 2008",none,cs.LG,Summary22863,cs/0506004v4,2005-06-01T14:03:20Z,Non-asymptotic calibration and resolution,Vladimir Vovk,http://arxiv.org/pdf/cs/0506004v4,No journal ref found,none,cs.LG,Summary22864,cs/0506007v2,2005-06-02T13:26:43Z,Defensive forecasting for linear protocols,"Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer",http://arxiv.org/pdf/cs/0506007v2,No journal ref found,none,cs.LG,Summary22865,cs/0506057v2,2005-06-14T04:00:38Z,About one 3-parameter Model of Testing,Kromer Victor,http://arxiv.org/pdf/cs/0506057v2,No journal ref found,none,cs.LG,Summary22866,cs/0506085v1,2005-06-22T21:21:13Z,On the Job Training,Jason E. Holt,http://arxiv.org/pdf/cs/0506085v1,No journal ref found,none,cs.LG,Summary22867,cs/0507033v2,2005-07-13T05:45:28Z,Multiresolution Kernels,"Marco Cuturi, Kenji Fukumizu",http://arxiv.org/pdf/cs/0507033v2,No journal ref found,none,cs.LG,Summary22868,cs/0507044v1,2005-07-18T14:33:56Z,Defensive Universal Learning with Experts,"Jan Poland, Marcus Hutter",http://arxiv.org/pdf/cs/0507044v1,Proc. 16th International Conf. on Algorithmic Learning Theory (ALT 2005) 356-370,none,cs.LG,Summary22869,cs/0507062v1,2005-07-26T05:00:27Z,FPL Analysis for Adaptive Bandits,Jan Poland,http://arxiv.org/pdf/cs/0507062v1,No journal ref found,none,cs.LG,Summary22870,cs/0509055v1,2005-09-19T04:57:26Z,Learning Optimal Augmented Bayes Networks,"Vikas Hamine, Paul Helman",http://arxiv.org/pdf/cs/0509055v1,No journal ref found,none,cs.LG,Summary22871,cs/0510038v4,2005-10-14T19:26:34Z,Learning Unions of $ω(1)$-Dimensional Rectangles,"Alp Atici, Rocco A. Servedio",http://arxiv.org/pdf/cs/0510038v4,"Theoretical Computer Science, Vol. 405, No. 3, 209--222 (2008)",none,cs.LG,Summary22872,cs/0511058v2,2005-11-15T17:13:50Z,On-line regression competitive with reproducing kernel Hilbert spaces,Vladimir Vovk,http://arxiv.org/pdf/cs/0511058v2,No journal ref found,none,cs.LG,Summary22873,cs/0511088v1,2005-11-25T15:57:56Z,Bounds on Query Convergence,Barak A. Pearlmutter,http://arxiv.org/pdf/cs/0511088v1,No journal ref found,none,cs.LG,Summary22874,cs/0512050v1,2005-12-13T13:25:57Z,Preference Learning in Terminology Extraction: A ROC-based approach,"Jérôme Azé, Mathieu Roche, Yves Kodratoff, Michèle Sebag",http://arxiv.org/pdf/cs/0512050v1,Proceeedings of Applied Stochastic Models and Data Analysis (2005) 209-219,none,cs.LG,Summary22875,cs/0512059v2,2005-12-14T20:03:30Z,Competing with wild prediction rules,Vladimir Vovk,http://arxiv.org/pdf/cs/0512059v2,No journal ref found,none,cs.LG,Summary22876,cs/0601044v1,2006-01-11T15:39:16Z,"Genetic Programming, Validation Sets, and Parsimony Pressure","Christian Gagné, Marc Schoenauer, Marc Parizeau, Marco Tomassini",http://arxiv.org/pdf/cs/0601044v1,Dans EuroGP 2006,none,cs.LG,Summary22877,cs/0601087v1,2006-01-20T05:40:44Z,Processing of Test Matrices with Guessing Correction,Kromer Victor,http://arxiv.org/pdf/cs/0601087v1,No journal ref found,none,cs.LG,Summary22878,cs/0602062v1,2006-02-17T08:57:44Z,Learning rational stochastic languages,"François Denis, Yann Esposito, Amaury Habrard",http://arxiv.org/pdf/cs/0602062v1,No journal ref found,none,cs.LG,Summary22879,cs/0605040v1,2006-05-09T10:39:03Z,General Discounting versus Average Reward,Marcus Hutter,http://arxiv.org/pdf/cs/0605040v1,Proc. 17th International Conf. on Algorithmic Learning Theory (ALT 2006) pages 244-258,none,cs.LG,Summary22880,cs/0606077v1,2006-06-16T16:33:23Z,On Sequence Prediction for Arbitrary Measures,"Daniil Ryabko, Marcus Hutter",http://arxiv.org/pdf/cs/0606077v1,Proc. IEEE International Symposium on Information Theory (ISIT 2007) pages 2346-2350,none,cs.LG,Summary22881,cs/0606093v1,2006-06-22T04:31:51Z,Predictions as statements and decisions,Vladimir Vovk,http://arxiv.org/pdf/cs/0606093v1,No journal ref found,none,cs.LG,Summary22882,cs/0607047v1,2006-07-11T13:52:39Z,PAC Classification based on PAC Estimates of Label Class Distributions,"Nick Palmer, Paul W. Goldberg",http://arxiv.org/pdf/cs/0607047v1,No journal ref found,none,cs.LG,Summary22883,cs/0607067v1,2006-07-13T15:52:04Z,Competing with stationary prediction strategies,Vladimir Vovk,http://arxiv.org/pdf/cs/0607067v1,No journal ref found,none,cs.LG,Summary22884,cs/0607096v1,2006-07-20T14:52:08Z,Logical settings for concept learning from incomplete examples in First Order Logic,"Dominique Bouthinon, Henry Soldano, Véronique Ventos",http://arxiv.org/pdf/cs/0607096v1,No journal ref found,none,cs.LG,Summary22885,cs/0607110v1,2006-07-25T15:57:56Z,"A Theory of Probabilistic Boosting, Decision Trees and Matryoshki",Etienne Grossmann,http://arxiv.org/pdf/cs/0607110v1,No journal ref found,none,cs.LG,Summary22886,cs/0607134v1,2006-07-27T22:11:07Z,Leading strategies in competitive on-line prediction,Vladimir Vovk,http://arxiv.org/pdf/cs/0607134v1,No journal ref found,none,cs.LG,Summary22887,cs/0607136v1,2006-07-28T21:45:41Z,Competing with Markov prediction strategies,Vladimir Vovk,http://arxiv.org/pdf/cs/0607136v1,No journal ref found,none,cs.LG,Summary22888,cs/0608033v1,2006-08-06T16:10:05Z,A Study on Learnability for Rigid Lambek Grammars,Roberto Bonato,http://arxiv.org/pdf/cs/0608033v1,No journal ref found,none,cs.LG,Summary22889,cs/0609007v1,2006-09-03T21:30:03Z,A Massive Local Rules Search Approach to the Classification Problem,"Vladislav Malyshkin, Ray Bakhramov, Andrey Gorodetsky",http://arxiv.org/pdf/cs/0609007v1,No journal ref found,none,cs.LG,Summary22890,cs/0609045v1,2006-09-09T11:31:01Z,Metric entropy in competitive on-line prediction,Vladimir Vovk,http://arxiv.org/pdf/cs/0609045v1,No journal ref found,none,cs.LG,Summary22891,cs/0609093v1,2006-09-16T14:43:27Z,PAC Learning Mixtures of Axis-Aligned Gaussians with No Separation Assumption,"Jon Feldman, Ryan ODonnell, Rocco A. Servedio",http://arxiv.org/pdf/cs/0609093v1,"Proceedings of 19th Annual Conference on Learning Theory (COLT), Pittsburgh, PA, pp. 20--34, 2006",none,cs.LG,Summary22892,cs/0611011v1,2006-11-02T18:44:49Z,Hedging predictions in machine learning,"Alexander Gammerman, Vladimir Vovk",http://arxiv.org/pdf/cs/0611011v1,"Computer Journal, 50:151-177, 2007",none,cs.LG,Summary22893,cs/0611145v1,2006-11-29T00:00:57Z,A Unified View of TD Algorithms; Introducing Full-Gradient TD and Equi-Gradient Descent TD,"Manuel Loth, Philippe Preux",http://arxiv.org/pdf/cs/0611145v1,Dans European Symposium on Artificial Neural Networks (2006),none,cs.LG,Summary22894,cs/0703062v1,2007-03-13T08:53:41Z,Bandit Algorithms for Tree Search,"Pierre-Arnaud Coquelin, Rémi Munos",http://arxiv.org/pdf/cs/0703062v1,No journal ref found,none,cs.LG,Summary22895,0704.1274v1,2007-04-10T17:01:07Z,Parametric Learning and Monte Carlo Optimization,"David H. Wolpert, Dev G. Rajnarayan",http://arxiv.org/pdf/0704.1274v1,No journal ref found,none,cs.LG,Summary22896,0704.2668v1,2007-04-20T08:26:29Z,Supervised Feature Selection via Dependence Estimation,"Le Song, Alex Smola, Arthur Gretton, Karsten Borgwardt, Justin Bedo",http://arxiv.org/pdf/0704.2668v1,No journal ref found,none,cs.LG,Summary22897,0705.1585v1,2007-05-11T04:54:54Z,HMM Speaker Identification Using Linear and Non-linear Merging Techniques,"Unathi Mahola, Fulufhelo V. Nelwamondo, Tshilidzi Marwala",http://arxiv.org/pdf/0705.1585v1,No journal ref found,none,cs.LG,Summary22898,0706.3679v1,2007-06-25T17:28:57Z,Scale-sensitive Psi-dimensions: the Capacity Measures for Classifiers Taking Values in R^Q,Yann Guermeur,http://arxiv.org/pdf/0706.3679v1,ASMDA 2007 (2007) 1-8,none,cs.LG,Summary22899,0707.3390v2,2007-07-23T14:35:20Z,Consistency of the group Lasso and multiple kernel learning,Francis Bach,http://arxiv.org/pdf/0707.3390v2,No journal ref found,none,cs.LG,Summary22900,0710.0485v2,2007-10-02T10:08:41Z,Prediction with expert advice for the Brier game,"Vladimir Vovk, Fedor Zhdanov",http://arxiv.org/pdf/0710.0485v2,"Journal of Machine Learning Research 10 (2009), 2413 - 2440",none,cs.LG,Summary22901,0710.2848v1,2007-10-15T15:38:33Z,Consistency of trace norm minimization,Francis Bach,http://arxiv.org/pdf/0710.2848v1,No journal ref found,none,cs.LG,Summary22902,0711.3594v1,2007-11-22T15:05:35Z,Clustering with Transitive Distance and K-Means Duality,"Chunjing Xu, Jianzhuang Liu, Xiaoou Tang",http://arxiv.org/pdf/0711.3594v1,No journal ref found,none,cs.LG,Summary22903,0711.4452v1,2007-11-28T12:05:47Z,Covariance and PCA for Categorical Variables,"Hirotaka Niitsuma, Takashi Okada",http://arxiv.org/pdf/0711.4452v1,No journal ref found,none,cs.LG,Summary22904,0712.0130v1,2007-12-02T09:38:26Z,On the Relationship between the Posterior and Optimal Similarity,Thomas M. Breuel,http://arxiv.org/pdf/0712.0130v1,No journal ref found,none,cs.LG,Summary22905,0712.0653v2,2007-12-05T05:39:07Z,Equations of States in Singular Statistical Estimation,Sumio Watanabe,http://arxiv.org/pdf/0712.0653v2,No journal ref found,none,cs.LG,Summary22906,0712.2869v1,2007-12-18T03:30:05Z,Density estimation in linear time,"Satyaki Mahalanabis, Daniel Stefankovic",http://arxiv.org/pdf/0712.2869v1,No journal ref found,none,cs.LG,Summary22907,0712.3402v1,2007-12-20T13:06:50Z,Graph kernels between point clouds,Francis Bach,http://arxiv.org/pdf/0712.3402v1,No journal ref found,none,cs.LG,Summary22908,0801.1988v1,2008-01-14T06:56:42Z,Online variants of the cross-entropy method,"Istvan Szita, Andras Lorincz",http://arxiv.org/pdf/0801.1988v1,No journal ref found,none,cs.LG,Summary22909,0801.4061v1,2008-01-26T07:32:48Z,The optimal assignment kernel is not positive definite,Jean-Philippe Vert,http://arxiv.org/pdf/0801.4061v1,No journal ref found,none,cs.LG,Summary22910,0802.1002v1,2008-02-07T15:18:27Z,New Estimation Procedures for PLS Path Modelling,Xavier Bry,http://arxiv.org/pdf/0802.1002v1,No journal ref found,none,cs.LG,Summary22911,0802.1430v2,2008-02-11T12:55:34Z,A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization,"Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert",http://arxiv.org/pdf/0802.1430v2,No journal ref found,none,cs.LG,Summary22912,0804.3817v1,2008-04-23T23:18:00Z,Multiple Random Oracles Are Better Than One,"Jan Arpe, Elchanan Mossel",http://arxiv.org/pdf/0804.3817v1,No journal ref found,none,cs.LG,Summary22913,0804.4682v1,2008-04-29T19:25:07Z,Introduction to Relational Networks for Classification,"Vukosi Marivate, Tshilidzi Marwala",http://arxiv.org/pdf/0804.4682v1,No journal ref found,none,cs.LG,Summary22914,0804.4741v1,2008-04-30T06:07:45Z,The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy,"Lesedi Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala",http://arxiv.org/pdf/0804.4741v1,No journal ref found,none,cs.LG,Summary22915,0804.4898v1,2008-04-30T19:59:56Z,A Quadratic Loss Multi-Class SVM,"Emmanuel Monfrini, Yann Guermeur",http://arxiv.org/pdf/0804.4898v1,No journal ref found,none,cs.LG,Summary22916,0805.0149v1,2008-05-01T20:25:27Z,On Recovery of Sparse Signals via $\ell_1$ Minimization,"T. Tony Cai, Guangwu Xu, Jun Zhang",http://arxiv.org/pdf/0805.0149v1,No journal ref found,none,cs.LG,Summary22917,0805.2752v1,2008-05-18T20:07:22Z,The Margitron: A Generalised Perceptron with Margin,"Constantinos Panagiotakopoulos, Petroula Tsampouka",http://arxiv.org/pdf/0805.2752v1,No journal ref found,none,cs.LG,Summary22918,0805.2775v1,2008-05-19T02:55:08Z,Sample Selection Bias Correction Theory,"Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh",http://arxiv.org/pdf/0805.2775v1,No journal ref found,none,cs.LG,Summary22919,0805.4290v1,2008-05-28T09:16:44Z,From Data Topology to a Modular Classifier,"Abdel Ennaji, Arnaud Ribert, Yves Lecourtier",http://arxiv.org/pdf/0805.4290v1,"International Journal On Document Analysis and Recognition 6, 1 (2003) 1-9",none,cs.LG,Summary22920,0806.3537v2,2008-06-22T01:28:14Z,Statistical Learning of Arbitrary Computable Classifiers,David Soloveichik,http://arxiv.org/pdf/0806.3537v2,No journal ref found,none,cs.LG,Summary22921,0806.4210v1,2008-06-25T23:18:44Z,Agnostically Learning Juntas from Random Walks,"Jan Arpe, Elchanan Mossel",http://arxiv.org/pdf/0806.4210v1,No journal ref found,none,cs.LG,Summary22922,0806.4422v1,2008-06-27T05:19:19Z,Computationally Efficient Estimators for Dimension Reductions Using Stable Random Projections,Ping Li,http://arxiv.org/pdf/0806.4422v1,No journal ref found,none,cs.LG,Summary22923,0806.4423v1,2008-06-27T05:36:09Z,On Approximating the Lp Distances for p>2,Ping Li,http://arxiv.org/pdf/0806.4423v1,No journal ref found,none,cs.LG,Summary22924,0807.0093v1,2008-07-01T09:46:14Z,Graph Kernels,"S. V. N. Vishwanathan, Karsten M. Borgwardt, Imre Risi Kondor, Nicol N. Schraudolph",http://arxiv.org/pdf/0807.0093v1,"Journal of Machine Learning Research 11 (Apr): 1201-1242, 2010",none,cs.LG,Summary22925,0807.2983v1,2008-07-18T14:41:44Z,"On Probability Distributions for Trees: Representations, Inference and Learning","François Denis, Amaury Habrard, Rémi Gilleron, Marc Tommasi, Édouard Gilbert",http://arxiv.org/pdf/0807.2983v1,Dans NIPS Workshop on Representations and Inference on Probability Distributions (2007),none,cs.LG,Summary22926,0807.4198v2,2008-07-25T22:50:46Z,Positive factor networks: A graphical framework for modeling non-negative sequential data,Brian K. Vogel,http://arxiv.org/pdf/0807.4198v2,No journal ref found,none,cs.LG,Summary22927,0809.1590v1,2008-09-09T16:11:12Z,When is there a representer theorem? Vector versus matrix regularizers,"Andreas Argyriou, Charles Micchelli, Massimiliano Pontil",http://arxiv.org/pdf/0809.1590v1,"Journal of Machine Learning Research, 10:2507-2529, 2009",none,cs.LG,Summary22928,0809.2085v1,2008-09-11T19:01:39Z,Clustered Multi-Task Learning: A Convex Formulation,"Laurent Jacob, Francis Bach, Jean-Philippe Vert",http://arxiv.org/pdf/0809.2085v1,No journal ref found,none,cs.LG,Summary22929,0809.4632v1,2008-09-26T13:47:36Z,Surrogate Learning - An Approach for Semi-Supervised Classification,"Sriharsha Veeramachaneni, Ravikumar Kondadadi",http://arxiv.org/pdf/0809.4632v1,No journal ref found,none,cs.LG,Summary22930,0810.4611v2,2008-10-25T15:09:28Z,Learning Isometric Separation Maps,"Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson",http://arxiv.org/pdf/0810.4611v2,No journal ref found,none,cs.LG,Summary22931,0811.0139v1,2008-11-02T08:02:43Z,"Entropy, Perception, and Relativity",Stefan Jaeger,http://arxiv.org/pdf/0811.0139v1,No journal ref found,none,cs.LG,Summary22932,0811.1629v1,2008-11-11T05:09:08Z,Stability Bound for Stationary Phi-mixing and Beta-mixing Processes,"Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/0811.1629v1,No journal ref found,none,cs.LG,Summary22933,0811.2016v1,2008-11-13T01:23:47Z,Land Cover Mapping Using Ensemble Feature Selection Methods,"A. Gidudu, B. Abe, T. Marwala",http://arxiv.org/pdf/0811.2016v1,No journal ref found,none,cs.LG,Summary22934,0812.1357v1,2008-12-07T15:22:27Z,A Novel Clustering Algorithm Based on Quantum Random Walk,"Qiang Li, Yan He, Jing-ping Jiang",http://arxiv.org/pdf/0812.1357v1,No journal ref found,none,cs.LG,Summary22935,0812.1869v1,2008-12-10T09:00:40Z,Convex Sparse Matrix Factorizations,"Francis Bach, Julien Mairal, Jean Ponce",http://arxiv.org/pdf/0812.1869v1,No journal ref found,none,cs.LG,Summary22936,0812.3145v2,2008-12-16T20:41:06Z,Binary Classification Based on Potentials,"Erik Boczko, Andrew DiLullo, Todd Young",http://arxiv.org/pdf/0812.3145v2,No journal ref found,none,cs.LG,Summary22937,0812.3465v2,2008-12-18T07:59:33Z,Linearly Parameterized Bandits,"Paat Rusmevichientong, John N. Tsitsiklis",http://arxiv.org/pdf/0812.3465v2,No journal ref found,none,cs.LG,Summary22938,0812.4952v4,2008-12-29T18:29:08Z,Importance Weighted Active Learning,"Alina Beygelzimer, Sanjoy Dasgupta, John Langford",http://arxiv.org/pdf/0812.4952v4,No journal ref found,none,cs.LG,Summary22939,0901.0753v1,2009-01-07T04:36:58Z,"Distributed Preemption Decisions: Probabilistic Graphical Model, Algorithm and Near-Optimality","Sung-eok Jeon, Chuanyi Ji",http://arxiv.org/pdf/0901.0753v1,No journal ref found,none,cs.LG,Summary22940,0901.2376v1,2009-01-16T01:00:39Z,A Limit Theorem in Singular Regression Problem,Sumio Watanabe,http://arxiv.org/pdf/0901.2376v1,No journal ref found,none,cs.LG,Summary22941,0901.4012v3,2009-01-26T15:12:13Z,Cross-situational and supervised learning in the emergence of communication,"José F. Fontanari, Angelo Cangelosi",http://arxiv.org/pdf/0901.4012v3,"Interaction Studies: Social Behaviour and Communication in Biological and Artificial Systems, 12, 119-133 (2011)",none,cs.LG,Summary22942,0902.1259v1,2009-02-07T18:01:56Z,Database Transposition for Constrained (Closed) Pattern Mining,"Baptiste Jeudy, François Rioult",http://arxiv.org/pdf/0902.1259v1,"Knowledge Discovery in Inductive Databases, Third International Workshop, KDID 2004, Pisa, Italy, Septembre 2004, Revised Selected and Invited Papers, Bart Goethals, Arno Siebes (Ed.) (2004) 89-107",none,cs.LG,Summary22943,0902.1284v2,2009-02-08T02:30:06Z,Multi-Label Prediction via Compressed Sensing,"Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang",http://arxiv.org/pdf/0902.1284v2,No journal ref found,none,cs.LG,Summary22944,0902.3373v1,2009-02-19T13:47:53Z,Learning rules from multisource data for cardiac monitoring,"Marie-Odile Cordier, Elisa Fromont, René Quiniou",http://arxiv.org/pdf/0902.3373v1,No journal ref found,none,cs.LG,Summary22945,0902.3846v1,2009-02-23T04:05:48Z,Uniqueness of Low-Rank Matrix Completion by Rigidity Theory,"Amit Singer, Mihai Cucuringu",http://arxiv.org/pdf/0902.3846v1,No journal ref found,none,cs.LG,Summary22946,0902.4127v2,2009-02-24T11:47:03Z,Prediction with expert evaluators advice,"Alexey Chernov, Vladimir Vovk",http://arxiv.org/pdf/0902.4127v2,No journal ref found,none,cs.LG,Summary22947,0902.4228v1,2009-02-24T20:38:32Z,Multiplicative updates For Non-Negative Kernel SVM,"Vamsi K. Potluru, Sergey M. Plis, Morten Morup, Vince D. Calhoun, Terran Lane",http://arxiv.org/pdf/0902.4228v1,No journal ref found,none,cs.LG,Summary22948,0903.1125v1,2009-03-05T22:39:46Z,Efficient Human Computation,"Ran Gilad-Bachrach, Aharon Bar-Hillel, Liat Ein-Dor",http://arxiv.org/pdf/0903.1125v1,No journal ref found,none,cs.LG,Summary22949,0903.2299v3,2009-03-13T13:47:03Z,Differential Contrastive Divergence,David McAllester,http://arxiv.org/pdf/0903.2299v3,No journal ref found,none,cs.LG,Summary22950,0903.2870v2,2009-03-16T22:52:06Z,On $p$-adic Classification,Patrick Erik Bradley,http://arxiv.org/pdf/0903.2870v2,"p-Adic Numbers, Ultrametric Analysis, and Applications, Vol. 1, No. 4 (2009), 271-285",none,cs.LG,Summary22951,0904.0814v1,2009-04-05T20:08:44Z,Stability Analysis and Learning Bounds for Transductive Regression Algorithms,"Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi",http://arxiv.org/pdf/0904.0814v1,No journal ref found,none,cs.LG,Summary22952,0904.2160v1,2009-04-14T17:32:00Z,Inferring Dynamic Bayesian Networks using Frequent Episode Mining,"Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan",http://arxiv.org/pdf/0904.2160v1,No journal ref found,none,cs.LG,Summary22953,0904.3664v1,2009-04-23T11:40:57Z,Introduction to Machine Learning: Class Notes 67577,Amnon Shashua,http://arxiv.org/pdf/0904.3664v1,No journal ref found,none,cs.LG,Summary22954,0904.4527v1,2009-04-29T03:16:20Z,Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance,"Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter",http://arxiv.org/pdf/0904.4527v1,"International Journal of Approximate Reasoning, 50:4 (2009) pages 597-611",none,cs.LG,Summary22955,0904.4608v2,2009-04-29T13:17:31Z,Temporal data mining for root-cause analysis of machine faults in automotive assembly lines,"Srivatsan Laxman, Basel Shadid, P. S. Sastry, K. P. Unnikrishnan",http://arxiv.org/pdf/0904.4608v2,No journal ref found,none,cs.LG,Summary22956,0905.2347v1,2009-05-14T14:59:15Z,Combining Supervised and Unsupervised Learning for GIS Classification,"Juan-Manuel Torres-Moreno, Laurent Bougrain, Frdéric Alexandre",http://arxiv.org/pdf/0905.2347v1,No journal ref found,none,cs.LG,Summary22957,0905.2997v1,2009-05-18T23:21:35Z,Average-Case Active Learning with Costs,"Andrew Guillory, Jeff Bilmes",http://arxiv.org/pdf/0905.2997v1,No journal ref found,none,cs.LG,Summary22958,0905.4022v1,2009-05-25T14:29:59Z,Transfer Learning Using Feature Selection,"Paramveer S. Dhillon, Dean Foster, Lyle Ungar",http://arxiv.org/pdf/0905.4022v1,No journal ref found,none,cs.LG,Summary22959,0906.0211v2,2009-06-01T04:47:15Z,Equations of States in Statistical Learning for a Nonparametrizable and Regular Case,Sumio Watanabe,http://arxiv.org/pdf/0906.0211v2,No journal ref found,none,cs.LG,Summary22960,0906.0470v1,2009-06-02T11:52:36Z,An optimal linear separator for the Sonar Signals Classification task,"Juan-Manuel Torres-Moreno, Mirta B. Gordon",http://arxiv.org/pdf/0906.0470v1,No journal ref found,none,cs.LG,Summary22961,0906.2635v1,2009-06-15T08:43:51Z,Bayesian History Reconstruction of Complex Human Gene Clusters on a Phylogeny,"Tomáš Vinař, Broňa Brejová, Giltae Song, Adam Siepel",http://arxiv.org/pdf/0906.2635v1,"Comparative Genomics, International Workshop (RECOMB-CG), 5817 volume of Lecture Notes in Bioinformatics, pp. 150-163, Budapest, September 2009. Springer",none,cs.LG,Summary22962,0906.4032v1,2009-06-22T15:25:23Z,Bayesian two-sample tests,"Karsten M. Borgwardt, Zoubin Ghahramani",http://arxiv.org/pdf/0906.4032v1,No journal ref found,none,cs.LG,Summary22963,0906.4663v1,2009-06-25T11:09:39Z,Acquiring Knowledge for Evaluation of Teachers Performance in Higher Education using a Questionnaire,"Hafeez Ullah Amin, Abdur Rashid Khan",http://arxiv.org/pdf/0906.4663v1,"IJCSIS, June 2009 Issue, Vol. 2, No.1",none,cs.LG,Summary22964,0906.5151v1,2009-06-28T17:47:22Z,Unsupervised Search-based Structured Prediction,Hal Daumé III,http://arxiv.org/pdf/0906.5151v1,"Proceedings of the International Conference on Machine Learning, 2009",none,cs.LG,Summary22965,0907.0453v2,2009-07-02T17:54:45Z,Random DFAs are Efficiently PAC Learnable,Leonid Aryeh Kontorovich,http://arxiv.org/pdf/0907.0453v2,No journal ref found,none,cs.LG,Summary22966,0907.0783v1,2009-07-04T18:35:52Z,Bayesian Multitask Learning with Latent Hierarchies,Hal Daumé III,http://arxiv.org/pdf/0907.0783v1,No journal ref found,none,cs.LG,Summary22967,0907.0808v1,2009-07-04T22:32:58Z,A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior,"Hal Daumé III, Daniel Marcu",http://arxiv.org/pdf/0907.0808v1,No journal ref found,none,cs.LG,Summary22968,0907.1812v1,2009-07-10T13:23:37Z,Fast search for Dirichlet process mixture models,Hal Daumé III,http://arxiv.org/pdf/0907.1812v1,AIStats 2007,none,cs.LG,Summary22969,0908.0939v1,2009-08-06T19:48:20Z,Clustering for Improved Learning in Maze Traversal Problem,Eddie White,http://arxiv.org/pdf/0908.0939v1,No journal ref found,none,cs.LG,Summary22970,0909.3609v1,2009-09-19T23:40:10Z,Randomized Algorithms for Large scale SVMs,"Vinay Jethava, Krishnan Suresh, Chiranjib Bhattacharyya, Ramesh Hariharan",http://arxiv.org/pdf/0909.3609v1,No journal ref found,none,cs.LG,Summary22971,0909.4603v1,2009-09-25T05:23:33Z,Scalable Inference for Latent Dirichlet Allocation,"James Petterson, Tiberio Caetano",http://arxiv.org/pdf/0909.4603v1,No journal ref found,none,cs.LG,Summary22972,0911.0225v1,2009-11-02T19:53:01Z,A Mirroring Theorem and its Application to a New Method of Unsupervised Hierarchical Pattern Classification,"Dasika Ratna Deepthi, K. Eswaran",http://arxiv.org/pdf/0911.0225v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 1, pp. 016-025, October 2009, USA",none,cs.LG,Summary22973,0911.2904v4,2009-11-15T18:43:10Z,Sequential anomaly detection in the presence of noise and limited feedback,"Maxim Raginsky, Rebecca Willett, Corinne Horn, Jorge Silva, Roummel Marcia",http://arxiv.org/pdf/0911.2904v4,No journal ref found,none,cs.LG,Summary22974,0911.3304v1,2009-11-17T13:35:40Z,Keystroke Dynamics Authentication For Collaborative Systems,"Romain Giot, Mohamad El-Abed, Christophe Rosenberger",http://arxiv.org/pdf/0911.3304v1,"The IEEE International Symposium on Collaborative Technologies and Systems (CTS), Baltimore : United States (2009)",none,cs.LG,Summary22975,0911.4863v2,2009-11-25T14:26:54Z,Statistical exponential families: A digest with flash cards,"Frank Nielsen, Vincent Garcia",http://arxiv.org/pdf/0911.4863v2,No journal ref found,none,cs.LG,Summary22976,0912.0086v1,2009-12-01T19:10:46Z,Learning Mixtures of Gaussians using the k-means Algorithm,"Kamalika Chaudhuri, Sanjoy Dasgupta, Andrea Vattani",http://arxiv.org/pdf/0912.0086v1,No journal ref found,none,cs.LG,Summary22977,0912.1198v1,2009-12-07T10:35:56Z,Delay-Optimal Power and Subcarrier Allocation for OFDMA Systems via Stochastic Approximation,"Vincent K. N. Lau, Ying Cui",http://arxiv.org/pdf/0912.1198v1,No journal ref found,none,cs.LG,Summary22978,0912.1822v1,2009-12-09T18:11:11Z,Association Rule Pruning based on Interestingness Measures with Clustering,"S. Kannan, R. Bhaskaran",http://arxiv.org/pdf/0912.1822v1,"S.Kannan and R.Bhaskaran, ""Association Rule Pruning based on Interestingness Measures with Clustering"", International Journal of Computer Science Issues, IJCSI, Volume 6, Issue 1, pp35-43, November 2009",none,cs.LG,Summary22979,0912.2314v1,2009-12-11T18:50:46Z,Early Detection of Breast Cancer using SVM Classifier Technique,"Y. Ireaneus Anna Rejani, S. Thamarai Selvi",http://arxiv.org/pdf/0912.2314v1,IJCSE Volume 1 Issue 3 2009 127-130,none,cs.LG,Summary22980,0912.3983v1,2009-12-20T05:21:45Z,Performance Analysis of AIM-K-means & K-means in Quality Cluster Generation,"Samarjeet Borah, Mrinal Kanti Ghose",http://arxiv.org/pdf/0912.3983v1,"Journal of Computing, Volume 1, Issue 1, pp 175-178, December 2009",none,cs.LG,Summary22981,0912.3995v4,2009-12-21T00:08:19Z,Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design,"Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias Seeger",http://arxiv.org/pdf/0912.3995v4,No journal ref found,none,cs.LG,Summary22982,1001.0405v1,2010-01-03T19:54:40Z,Optimal Query Complexity for Reconstructing Hypergraphs,"Nader H. Bshouty, Hanna Mazzawi",http://arxiv.org/pdf/1001.0405v1,No journal ref found,none,cs.LG,Summary22983,1001.0879v1,2010-01-06T12:40:13Z,Linear Probability Forecasting,"Fedor Zhdanov, Yuri Kalnishkan",http://arxiv.org/pdf/1001.0879v1,No journal ref found,none,cs.LG,Summary22984,1001.1079v1,2010-01-07T14:41:21Z,Measuring Latent Causal Structure,Ricardo Silva,http://arxiv.org/pdf/1001.1079v1,No journal ref found,none,cs.LG,Summary22985,1001.2957v2,2010-01-18T05:34:09Z,Asymptotic Learning Curve and Renormalizable Condition in Statistical Learning Theory,Sumio Watanabe,http://arxiv.org/pdf/1001.2957v2,No journal ref found,none,cs.LG,Summary22986,1001.3478v1,2010-01-20T07:30:02Z,Role of Interestingness Measures in CAR Rule Ordering for Associative Classifier: An Empirical Approach,"S. Kannan, R. Bhaskaran",http://arxiv.org/pdf/1001.3478v1,"Journal of Computing, Vol. 2, Issue 1, January 2010",none,cs.LG,Summary22987,1001.5007v2,2010-01-27T19:24:33Z,Trajectory Clustering and an Application to Airspace Monitoring,"Maxime Gariel, Ashok N. Srivastava, Eric Feron",http://arxiv.org/pdf/1001.5007v2,No journal ref found,none,cs.LG,Summary22988,1003.0024v1,2010-02-26T21:59:02Z,Asymptotic Analysis of Generative Semi-Supervised Learning,"Joshua V Dillon, Krishnakumar Balasubramanian, Guy Lebanon",http://arxiv.org/pdf/1003.0024v1,No journal ref found,none,cs.LG,Summary22989,1003.0470v2,2010-03-01T22:32:18Z,Unsupervised Supervised Learning II: Training Margin Based Classifiers without Labels,"Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon",http://arxiv.org/pdf/1003.0470v2,No journal ref found,none,cs.LG,Summary22990,1003.0516v1,2010-03-02T08:21:07Z,Model Selection with the Loss Rank Principle,"Marcus Hutter, Minh-Ngoc Tran",http://arxiv.org/pdf/1003.0516v1,"Computational Statistics and Data Analysis, 54 (2010) pages 1288-1306",none,cs.LG,Summary22991,1003.0691v1,2010-03-02T21:54:16Z,Statistical and Computational Tradeoffs in Stochastic Composite Likelihood,"Joshua V Dillon, Guy Lebanon",http://arxiv.org/pdf/1003.0691v1,No journal ref found,none,cs.LG,Summary22992,1003.0696v1,2010-03-02T22:27:31Z,Exponential Family Hybrid Semi-Supervised Learning,"Arvind Agarwal, Hal Daume III",http://arxiv.org/pdf/1003.0696v1,"Twenty-First International Joint Conference on Artificial Intelligence 2009, pg 974-979",none,cs.LG,Summary22993,1003.1450v1,2010-03-07T11:08:33Z,A New Clustering Approach based on Pages Path Similarity for Navigation Patterns Mining,"Heidar Mamosian, Amir Masoud Rahmani, Mashalla Abbasi Dezfouli",http://arxiv.org/pdf/1003.1450v1,"International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 2, pp. 009-014, February 2010, USA",none,cs.LG,Summary22994,1003.1510v1,2010-03-07T18:32:47Z,Hierarchical Web Page Classification Based on a Topic Model and Neighboring Pages Integration,"Wongkot Sriurai, Phayung Meesad, Choochart Haruechaiyasak",http://arxiv.org/pdf/1003.1510v1,No journal ref found,none,cs.LG,Summary22995,1003.2218v1,2010-03-10T21:53:56Z,Supermartingales in Prediction with Expert Advice,"Alexey Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk",http://arxiv.org/pdf/1003.2218v1,No journal ref found,none,cs.LG,Summary22996,1004.1982v1,2010-04-09T09:36:28Z,State-Space Dynamics Distance for Clustering Sequential Data,"Darío García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María",http://arxiv.org/pdf/1004.1982v1,No journal ref found,none,cs.LG,Summary22997,1004.2316v2,2010-04-14T05:08:48Z,Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory,Sumio Watanabe,http://arxiv.org/pdf/1004.2316v2,No journal ref found,none,cs.LG,Summary22998,1004.3334v1,2010-04-20T02:52:27Z,Generation and Interpretation of Temporal Decision Rules,"Kamran Karimi, Howard J. Hamilton",http://arxiv.org/pdf/1004.3334v1,No journal ref found,none,cs.LG,Summary22999,1004.3814v1,2010-04-21T23:09:06Z,Bregman Distance to L1 Regularized Logistic Regression,"Mithun Das Gupta, Thomas S. Huang",http://arxiv.org/pdf/1004.3814v1,No journal ref found,none,cs.LG,Summary23000,1004.4421v2,2010-04-26T07:41:50Z,Efficient Learning with Partially Observed Attributes,"Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir",http://arxiv.org/pdf/1004.4421v2,No journal ref found,none,cs.LG,Summary23001,1005.0027v2,2010-04-30T21:52:17Z,Learning from Multiple Outlooks,"Maayan Harel, Shie Mannor",http://arxiv.org/pdf/1005.0027v2,No journal ref found,none,cs.LG,Summary23002,1005.0047v1,2010-05-01T06:06:36Z,A Geometric View of Conjugate Priors,"Arvind Agarwal, Hal Daume III",http://arxiv.org/pdf/1005.0047v1,No journal ref found,none,cs.LG,Summary23003,1005.0075v1,2010-05-01T13:57:15Z,Distributive Stochastic Learning for Delay-Optimal OFDMA Power and Subband Allocation,"Ying Cui, Vincent K. N. Lau",http://arxiv.org/pdf/1005.0075v1,No journal ref found,none,cs.LG,Summary23004,1005.0340v1,2010-05-03T16:35:49Z,Statistical Learning in Automated Troubleshooting: Application to LTE Interference Mitigation,"Moazzam Islam Tiwana, Berna Sayrac, Zwi Altman",http://arxiv.org/pdf/1005.0340v1,No journal ref found,none,cs.LG,Summary23005,1005.0897v1,2010-05-06T06:42:51Z,The Complex Gaussian Kernel LMS algorithm,"Pantelis Bouboulis, Sergios Theodoridis",http://arxiv.org/pdf/1005.0897v1,No journal ref found,none,cs.LG,Summary23006,1005.0902v2,2010-05-06T06:59:22Z,Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS,"Pantelis Bouboulis, Sergios Theodoridis",http://arxiv.org/pdf/1005.0902v2,No journal ref found,none,cs.LG,Summary23007,1005.1545v2,2010-05-10T13:49:01Z,Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection,"Yu-Feng Li, Zhi-Hua Zhou",http://arxiv.org/pdf/1005.1545v2,No journal ref found,none,cs.LG,Summary23008,1005.1918v2,2010-05-11T19:27:35Z,Prediction with Expert Advice under Discounted Loss,"Alexey Chernov, Fedor Zhdanov",http://arxiv.org/pdf/1005.1918v2,No journal ref found,none,cs.LG,Summary23009,1005.2179v1,2010-05-12T19:53:29Z,Detecting Blackholes and Volcanoes in Directed Networks,"Zhongmou Li, Hui Xiong, Yanchi Liu",http://arxiv.org/pdf/1005.2179v1,No journal ref found,none,cs.LG,Summary23010,1005.2243v1,2010-05-13T01:59:57Z,Robustness and Generalization,"Huan Xu, Shie Mannor",http://arxiv.org/pdf/1005.2243v1,No journal ref found,none,cs.LG,Summary23011,1005.2296v2,2010-05-13T10:56:01Z,Online Learning of Noisy Data with Kernels,"Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir",http://arxiv.org/pdf/1005.2296v2,No journal ref found,none,cs.LG,Summary23012,1005.3566v1,2010-05-19T22:58:53Z,Evolution with Drifting Targets,"Varun Kanade, Leslie G. Valiant, Jennifer Wortman Vaughan",http://arxiv.org/pdf/1005.3566v1,No journal ref found,none,cs.LG,Summary23013,1005.3681v2,2010-05-20T12:39:56Z,Learning Kernel-Based Halfspaces with the Zero-One Loss,"Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan",http://arxiv.org/pdf/1005.3681v2,No journal ref found,none,cs.LG,Summary23014,1005.5462v2,2010-05-29T15:27:16Z,On the clustering aspect of nonnegative matrix factorization,"Andri Mirzal, Masashi Furukawa",http://arxiv.org/pdf/1005.5462v2,No journal ref found,none,cs.LG,Summary23015,1005.5581v2,2010-05-31T03:59:35Z,Multi-View Active Learning in the Non-Realizable Case,"Wei Wang, Zhi-Hua Zhou",http://arxiv.org/pdf/1005.5581v2,No journal ref found,none,cs.LG,Summary23016,1006.0475v1,2010-06-02T19:41:27Z,Prediction with Advice of Unknown Number of Experts,"Alexey Chernov, Vladimir Vovk",http://arxiv.org/pdf/1006.0475v1,No journal ref found,none,cs.LG,Summary23017,1006.1129v2,2010-06-06T18:21:06Z,Predictive PAC learnability: a paradigm for learning from exchangeable input data,Vladimir Pestov,http://arxiv.org/pdf/1006.1129v2,"Proc. 2010 IEEE International Conference on Granular Computing (GrC 2010), San Jose, CA, August 14-16, 2010, IEEE Computer Society, Los Alamitos, 2010, pp. 387-391, Symposium on Foundations and Practice of Data Mining",none,cs.LG,Summary23018,1006.1288v2,2010-06-07T16:20:02Z,Regression on fixed-rank positive semidefinite matrices: a Riemannian approach,"Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre",http://arxiv.org/pdf/1006.1288v2,No journal ref found,none,cs.LG,Summary23019,1006.2156v1,2010-06-10T21:19:28Z,Dyadic Prediction Using a Latent Feature Log-Linear Model,"Aditya Krishna Menon, Charles Elkan",http://arxiv.org/pdf/1006.2156v1,No journal ref found,none,cs.LG,Summary23020,1006.2588v1,2010-06-14T02:03:12Z,Agnostic Active Learning Without Constraints,"Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang",http://arxiv.org/pdf/1006.2588v1,No journal ref found,none,cs.LG,Summary23021,1006.3033v3,2010-06-15T17:09:01Z,Extension of Wirtingers Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS,"Pantelis Bouboulis, Sergios Theodoridis",http://arxiv.org/pdf/1006.3033v3,No journal ref found,none,cs.LG,Summary23022,1006.4832v1,2010-06-24T16:42:38Z,MINLIP for the Identification of Monotone Wiener Systems,Kristiaan Pelckmans,http://arxiv.org/pdf/1006.4832v1,No journal ref found,none,cs.LG,Summary23023,1006.5090v1,2010-06-26T01:44:57Z,PAC learnability of a concept class under non-atomic measures: a problem by Vidyasagar,Vladimir Pestov,http://arxiv.org/pdf/1006.5090v1,"Lect. Notes in Artificial Intelligence 6331, Springer, 2010, pp. 134-147",none,cs.LG,Summary23024,1007.0660v1,2010-07-05T11:46:35Z,The Latent Bernoulli-Gauss Model for Data Analysis,"Amnon Shashua, Gabi Pragier",http://arxiv.org/pdf/1007.0660v1,No journal ref found,none,cs.LG,Summary23025,1007.1282v1,2010-07-08T03:58:25Z,A note on sample complexity of learning binary output neural networks under fixed input distributions,Vladimir Pestov,http://arxiv.org/pdf/1007.1282v1,"Proc. 2010 Eleventh Brazilian Symposium on Neural Networks (S\~ao Bernardo do Campo, SP, Brazil, 23-28 October 2010), IEEE Computer Society, 2010, pp. 7-12",none,cs.LG,Summary23026,1007.2049v1,2010-07-13T08:48:18Z,Reinforcement Learning via AIXI Approximation,"Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver",http://arxiv.org/pdf/1007.2049v1,Proc. 24th AAAI Conference on Artificial Intelligence (AAAI 2010) pages 605-611,none,cs.LG,Summary23027,1007.3799v1,2010-07-22T04:58:24Z,Adapting to the Shifting Intent of Search Queries,"Umar Syed, Aleksandrs Slivkins, Nina Mishra",http://arxiv.org/pdf/1007.3799v1,No journal ref found,none,cs.LG,Summary23028,1007.5133v1,2010-07-29T07:36:49Z,Comparison of Support Vector Machine and Back Propagation Neural Network in Evaluating the Enterprise Financial Distress,"Ming-Chang Lee, Chang To",http://arxiv.org/pdf/1007.5133v1,International Journal of Artificial Intelligence & Applications 1.3 (2010) 31-43,none,cs.LG,Summary23029,1008.0336v1,2010-08-02T16:30:02Z,Close Clustering Based Automated Color Image Annotation,"Ankit Garg, Rahul Dwivedi, Krishna Asawa",http://arxiv.org/pdf/1008.0336v1,No journal ref found,none,cs.LG,Summary23030,1008.0528v1,2010-08-03T12:10:40Z,Bounded Coordinate-Descent for Biological Sequence Classification in High Dimensional Predictor Space,"Georgiana Ifrim, Carsten Wiuf",http://arxiv.org/pdf/1008.0528v1,No journal ref found,none,cs.LG,Summary23031,1008.1398v1,2010-08-08T11:25:12Z,Semi-Supervised Kernel PCA,"Christian Walder, Ricardo Henao, Morten Mørup, Lars Kai Hansen",http://arxiv.org/pdf/1008.1398v1,No journal ref found,none,cs.LG,Summary23032,1008.4232v1,2010-08-25T09:09:29Z,Online Learning in Case of Unbounded Losses Using the Follow Perturbed Leader Algorithm,Vladimir V. Vyugin,http://arxiv.org/pdf/1008.4232v1,No journal ref found,none,cs.LG,Summary23033,1008.4532v1,2010-08-26T15:36:22Z,Switching between Hidden Markov Models using Fixed Share,"Wouter M. Koolen, Tim van Erven",http://arxiv.org/pdf/1008.4532v1,No journal ref found,none,cs.LG,Summary23034,1008.4654v1,2010-08-27T06:53:28Z,Freezing and Sleeping: Tracking Experts that Learn by Evolving Past Posteriors,"Wouter M. Koolen, Tim van Erven",http://arxiv.org/pdf/1008.4654v1,No journal ref found,none,cs.LG,Summary23035,1009.0117v1,2010-09-01T08:29:49Z,Exploring Language-Independent Emotional Acoustic Features via Feature Selection,"Arslan Shaukat, Ke Chen",http://arxiv.org/pdf/1009.0117v1,No journal ref found,none,cs.LG,Summary23036,1009.0306v1,2010-09-02T00:25:58Z,Fast Overlapping Group Lasso,"Jun Liu, Jieping Ye",http://arxiv.org/pdf/1009.0306v1,No journal ref found,none,cs.LG,Summary23037,1009.2566v1,2010-09-14T03:53:11Z,Reinforcement Learning by Comparing Immediate Reward,"Punit Pandey, Deepshikha Pandey, Shishir Kumar",http://arxiv.org/pdf/1009.2566v1,No journal ref found,none,cs.LG,Summary23038,1009.3240v2,2010-09-16T18:40:32Z,A Unified View of Regularized Dual Averaging and Mirror Descent with Implicit Updates,H. Brendan McMahan,http://arxiv.org/pdf/1009.3240v2,No journal ref found,none,cs.LG,Summary23039,1009.3346v1,2010-09-17T06:47:25Z,Conditional Random Fields and Support Vector Machines: A Hybrid Approach,"Qinfeng Shi, Mark D. Reid, Tiberio Caetano",http://arxiv.org/pdf/1009.3346v1,No journal ref found,none,cs.LG,Summary23040,1009.3604v5,2010-09-19T03:54:12Z,Geometric Decision Tree,"Naresh Manwani, P. S. Sastry",http://arxiv.org/pdf/1009.3604v5,"IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics,2011",none,cs.LG,Summary23041,1009.3613v5,2010-09-19T07:26:37Z,On the Doubt about Margin Explanation of Boosting,"Wei Gao, Zhi-Hua Zhou",http://arxiv.org/pdf/1009.3613v5,Artificial Intelligence 203:1-18 2013,none,cs.LG,Summary23042,1009.3702v1,2010-09-20T06:35:11Z,Totally Corrective Multiclass Boosting with Binary Weak Learners,"Zhihui Hao, Chunhua Shen, Nick Barnes, Bo Wang",http://arxiv.org/pdf/1009.3702v1,No journal ref found,none,cs.LG,Summary23043,1009.3896v2,2010-09-20T17:35:35Z,Optimistic Rates for Learning with a Smooth Loss,"Nathan Srebro, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/1009.3896v2,No journal ref found,none,cs.LG,Summary23044,1009.4766v1,2010-09-24T05:53:28Z,Efficient L1/Lq Norm Regularization,"Jun Liu, Jieping Ye",http://arxiv.org/pdf/1009.4766v1,No journal ref found,none,cs.LG,Summary23045,1009.4791v2,2010-09-24T09:53:32Z,Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines,"Masayuki Karasuyama, Naoyuki Harada, Masashi Sugiyama, Ichiro Takeuchi",http://arxiv.org/pdf/1009.4791v2,No journal ref found,none,cs.LG,Summary23046,1009.5419v2,2010-09-28T00:41:45Z,Portfolio Allocation for Bayesian Optimization,"Eric Brochu, Matthew W. Hoffman, Nando de Freitas",http://arxiv.org/pdf/1009.5419v2,No journal ref found,none,cs.LG,Summary23047,1009.5773v4,2010-09-29T05:23:20Z,Fast Reinforcement Learning for Energy-Efficient Wireless Communications,"Nicholas Mastronarde, Mihaela van der Schaar",http://arxiv.org/pdf/1009.5773v4,"N. Mastronarde and M. van der Schaar, ""Joint physical-layer and system-level power management for delay-sensitive wireless communication,"" IEEE Trans. on Mobile Computing, vol. 12, no. 4, pp. 694-709, April 2013",none,cs.LG,Summary23048,1009.5972v1,2010-09-29T18:55:02Z,The Attentive Perceptron,"Raphael Pelossof, Zhiliang Ying",http://arxiv.org/pdf/1009.5972v1,No journal ref found,none,cs.LG,Summary23049,1010.0287v1,2010-10-02T03:57:46Z,Queue-Aware Distributive Resource Control for Delay-Sensitive Two-Hop MIMO Cooperative Systems,"Rui Wang, Vincent K. N. Lau, Ying Cui",http://arxiv.org/pdf/1010.0287v1,No journal ref found,none,cs.LG,Summary23050,1010.1526v6,2010-10-07T19:48:23Z,Time Series Classification by Class-Specific Mahalanobis Distance Measures,"Zoltán Prekopcsák, Daniel Lemire",http://arxiv.org/pdf/1010.1526v6,"Advances in Data Analysis and Classification 6 (3), 2012",none,cs.LG,Summary23051,1010.1763v3,2010-10-08T18:53:27Z,Algorithms for nonnegative matrix factorization with the beta-divergence,"Cédric Févotte, Jérôme Idier",http://arxiv.org/pdf/1010.1763v3,No journal ref found,none,cs.LG,Summary23052,1010.3484v1,2010-10-18T05:46:46Z,Hardness Results for Agnostically Learning Low-Degree Polynomial Threshold Functions,"Ilias Diakonikolas, Ryan ODonnell, Rocco A. Servedio, Yi Wu",http://arxiv.org/pdf/1010.3484v1,No journal ref found,none,cs.LG,Summary23053,1010.4050v1,2010-10-19T21:01:45Z,Efficient Matrix Completion with Gaussian Models,"Flavien Léger, Guoshen Yu, Guillermo Sapiro",http://arxiv.org/pdf/1010.4050v1,No journal ref found,none,cs.LG,Summary23054,1010.4253v1,2010-10-20T17:21:38Z,Large-Scale Clustering Based on Data Compression,Xudong Ma,http://arxiv.org/pdf/1010.4253v1,"Proceeding of the 8th International Conference on Information Technology : New Generations, April 11-13, 2011, Las Vegas, Nevada, USA",none,cs.LG,Summary23055,1010.4408v1,2010-10-21T09:57:12Z,Sublinear Optimization for Machine Learning,"Kenneth L. Clarkson, Elad Hazan, David P. Woodruff",http://arxiv.org/pdf/1010.4408v1,No journal ref found,none,cs.LG,Summary23056,1011.0472v1,2010-11-01T23:41:35Z,Regularized Risk Minimization by Nesterovs Accelerated Gradient Methods: Algorithmic Extensions and Empirical Studies,"Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan",http://arxiv.org/pdf/1011.0472v1,No journal ref found,none,cs.LG,Summary23057,1011.1576v4,2010-11-06T18:40:15Z,Online Importance Weight Aware Updates,"Nikos Karampatziakis, John Langford",http://arxiv.org/pdf/1011.1576v4,No journal ref found,none,cs.LG,Summary23058,1011.5668v1,2010-11-25T18:52:30Z,"On Theorem 2.3 in ""Prediction, Learning, and Games"" by Cesa-Bianchi and Lugosi",Alexey Chernov,http://arxiv.org/pdf/1011.5668v1,No journal ref found,none,cs.LG,Summary23059,1012.0498v1,2010-12-02T17:04:19Z,Estimating Probabilities in Recommendation Systems,"Mingxuan Sun, Guy Lebanon, Paul Kidwell",http://arxiv.org/pdf/1012.0498v1,No journal ref found,none,cs.LG,Summary23060,1012.2599v1,2010-12-12T22:53:04Z,"A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning","Eric Brochu, Vlad M. Cora, Nando de Freitas",http://arxiv.org/pdf/1012.2599v1,No journal ref found,none,cs.LG,Summary23061,1012.3877v1,2010-12-17T13:16:07Z,Queue-Aware Dynamic Clustering and Power Allocation for Network MIMO Systems via Distributive Stochastic Learning,"Ying Cui, Qingqing Huang, Vincent K. N. Lau",http://arxiv.org/pdf/1012.3877v1,No journal ref found,none,cs.LG,Summary23062,1012.4051v1,2010-12-18T03:25:44Z,Survey & Experiment: Towards the Learning Accuracy,Zeyuan Allen Zhu,http://arxiv.org/pdf/1012.4051v1,No journal ref found,none,cs.LG,Summary23063,1012.4249v1,2010-12-20T07:36:42Z,Travel Time Estimation Using Floating Car Data,"Raffi Sevlian, Ram Rajagopal",http://arxiv.org/pdf/1012.4249v1,No journal ref found,none,cs.LG,Summary23064,1012.4571v1,2010-12-21T09:11:53Z,"How I won the ""Chess Ratings - Elo vs the Rest of the World"" Competition",Yannis Sismanis,http://arxiv.org/pdf/1012.4571v1,No journal ref found,none,cs.LG,Summary23065,1102.0836v2,2011-02-04T04:40:07Z,EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning,"Yuan Qi, Feng Yan",http://arxiv.org/pdf/1102.0836v2,No journal ref found,none,cs.LG,Summary23066,1102.2808v5,2011-02-14T15:53:06Z,Transductive Ordinal Regression,"Chun-Wei Seah, Ivor W. Tsang, Yew-Soon Ong",http://arxiv.org/pdf/1102.2808v5,"IEEE Transactions on Neural Networks and Learning Systems, 23(7):1074 - 1086, 2012",none,cs.LG,Summary23067,1103.0598v1,2011-03-03T02:46:51Z,Learning transformed product distributions,"Constantinos Daskalakis, Ilias Diakonikolas, Rocco A. Servedio",http://arxiv.org/pdf/1103.0598v1,No journal ref found,none,cs.LG,Summary23068,1103.1013v2,2011-03-05T07:10:41Z,A Feature Selection Method for Multivariate Performance Measures,"Qi Mao, Ivor W. Tsang",http://arxiv.org/pdf/1103.1013v2,"IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012",none,cs.LG,Summary23069,1103.4204v1,2011-03-22T04:54:35Z,Parallel Online Learning,"Daniel Hsu, Nikos Karampatziakis, John Langford, Alex Smola",http://arxiv.org/pdf/1103.4204v1,No journal ref found,none,cs.LG,Summary23070,1105.0471v1,2011-05-03T03:14:14Z,Suboptimal Solution Path Algorithm for Support Vector Machine,"Masayuki Karasuyama, Ichiro Takeuchi",http://arxiv.org/pdf/1105.0471v1,No journal ref found,none,cs.LG,Summary23071,1105.0857v1,2011-05-04T15:50:44Z,Domain Adaptation: Overfitting and Small Sample Statistics,"Dean Foster, Sham Kakade, Ruslan Salakhutdinov",http://arxiv.org/pdf/1105.0857v1,No journal ref found,none,cs.LG,Summary23072,1105.1033v2,2011-05-05T11:03:03Z,Adaptively Learning the Crowd Kernel,"Omer Tamuz, Ce Liu, Serge Belongie, Ohad Shamir, Adam Tauman Kalai",http://arxiv.org/pdf/1105.1033v2,"The 28th International Conference on Machine Learning, 2011",none,cs.LG,Summary23073,1105.2550v3,2011-05-12T19:29:21Z,A Maximal Large Deviation Inequality for Sub-Gaussian Variables,"Dotan Di Castro, Claudio Gentile, Shie Mannor",http://arxiv.org/pdf/1105.2550v3,No journal ref found,none,cs.LG,Summary23074,1105.4272v1,2011-05-21T17:28:12Z,Calibration with Changing Checking Rules and Its Application to Short-Term Trading,"Vladimir Trunov, Vladimir Vyugin",http://arxiv.org/pdf/1105.4272v1,No journal ref found,none,cs.LG,Summary23075,1105.4618v1,2011-05-23T20:04:16Z,Bounding the Fat Shattering Dimension of a Composition Function Class Built Using a Continuous Logic Connective,Hubert Haoyang Duan,http://arxiv.org/pdf/1105.4618v1,No journal ref found,none,cs.LG,Summary23076,1105.4701v3,2011-05-24T07:58:30Z,"Online Learning, Stability, and Stochastic Gradient Descent","Tomaso Poggio, Stephen Voinea, Lorenzo Rosasco",http://arxiv.org/pdf/1105.4701v3,No journal ref found,none,cs.LG,Summary23077,1105.5196v1,2011-05-26T03:41:47Z,Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces,"Jason Weston, Samy Bengio, Philippe Hamel",http://arxiv.org/pdf/1105.5196v1,No journal ref found,none,cs.LG,Summary23078,1105.5592v1,2011-05-27T15:56:11Z,Kernel Belief Propagation,"Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin",http://arxiv.org/pdf/1105.5592v1,"In the Fourteenth International Conference on Artificial Intelligence and Statistics April 11-13, 2011 Ft. Lauderdale, FL, USA",none,cs.LG,Summary23079,1105.6041v1,2011-05-30T17:02:09Z,The Perceptron with Dynamic Margin,"Constantinos Panagiotakopoulos, Petroula Tsampouka",http://arxiv.org/pdf/1105.6041v1,No journal ref found,none,cs.LG,Summary23080,1106.1379v4,2011-06-07T15:52:39Z,A Unified Framework for Approximating and Clustering Data,"Dan Feldman, Michael Langberg",http://arxiv.org/pdf/1106.1379v4,No journal ref found,none,cs.LG,Summary23081,1106.1684v1,2011-06-08T23:03:47Z,Max-Margin Stacking and Sparse Regularization for Linear Classifier Combination and Selection,"Mehmet Umut Sen, Hakan Erdogan",http://arxiv.org/pdf/1106.1684v1,No journal ref found,none,cs.LG,Summary23082,1106.1770v3,2011-06-09T10:40:08Z,Reinforcement learning based sensing policy optimization for energy efficient cognitive radio networks,"Jan Oksanen, Jarmo Lundén, Visa Koivunen",http://arxiv.org/pdf/1106.1770v3,No journal ref found,none,cs.LG,Summary23083,1106.1887v4,2011-06-09T19:34:29Z,Learning the Dependence Graph of Time Series with Latent Factors,"Ali Jalali, Sujay Sanghavi",http://arxiv.org/pdf/1106.1887v4,No journal ref found,none,cs.LG,Summary23084,1106.3355v2,2011-06-16T21:32:26Z,On epsilon-optimality of the pursuit learning algorithm,"Ryan Martin, Omkar Tilak",http://arxiv.org/pdf/1106.3355v2,"Journal of Applied Probability, 49(3), 795-805, 2012",none,cs.LG,Summary23085,1106.3395v1,2011-06-17T06:53:47Z,Decoding finger movements from ECoG signals using switching linear models,"Rémi Flamary, Alain Rakotomamonjy",http://arxiv.org/pdf/1106.3395v1,No journal ref found,none,cs.LG,Summary23086,1106.3396v1,2011-06-17T06:54:35Z,Large margin filtering for signal sequence labeling,"Rémi Flamary, Benjamin Labbé, Alain Rakotomamonjy",http://arxiv.org/pdf/1106.3396v1,No journal ref found,none,cs.LG,Summary23087,1106.3397v1,2011-06-17T06:55:24Z,Handling uncertainties in SVM classification,"Emilie Niaf, Rémi Flamary, Carole Lartizien, Stéphane Canu",http://arxiv.org/pdf/1106.3397v1,No journal ref found,none,cs.LG,Summary23088,1106.4064v2,2011-06-21T00:37:23Z,Algorithmic Programming Language Identification,"David Klein, Kyle Murray, Simon Weber",http://arxiv.org/pdf/1106.4064v2,No journal ref found,none,cs.LG,Summary23089,1106.4574v1,2011-06-22T20:59:20Z,Better Mini-Batch Algorithms via Accelerated Gradient Methods,"Andrew Cotter, Ohad Shamir, Nathan Srebro, Karthik Sridharan",http://arxiv.org/pdf/1106.4574v1,No journal ref found,none,cs.LG,Summary23090,1106.5267v1,2011-06-26T21:07:01Z,Potential-Based Shaping and Q-Value Initialization are Equivalent,E. Wiewiora,http://arxiv.org/pdf/1106.5267v1,"Journal Of Artificial Intelligence Research, Volume 19, pages 205-208, 2003",none,cs.LG,Summary23091,1106.6186v1,2011-06-30T11:08:35Z,IBSEAD: - A Self-Evolving Self-Obsessed Learning Algorithm for Machine Learning,"Jitesh Dundas, David Chik",http://arxiv.org/pdf/1106.6186v1,"International Journal of Computer Science & Emerging Technologies (E-ISSN: 2044-6004) 74 Volume 1, Issue 4, December 2010",none,cs.LG,Summary23092,1106.6258v2,2011-06-30T15:03:58Z,A Note on Improved Loss Bounds for Multiple Kernel Learning,"Zakria Hussain, John Shawe-Taylor, Mario Marchand",http://arxiv.org/pdf/1106.6258v2,No journal ref found,none,cs.LG,Summary23093,1107.0922v1,2011-07-05T16:56:53Z,GraphLab: A Distributed Framework for Machine Learning in the Cloud,"Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin",http://arxiv.org/pdf/1107.0922v1,No journal ref found,none,cs.LG,Summary23094,1107.2490v2,2011-07-13T08:57:29Z,Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent,Wei Xu,http://arxiv.org/pdf/1107.2490v2,No journal ref found,none,cs.LG,Summary23095,1107.3407v1,2011-07-18T12:01:28Z,Discovering Knowledge using a Constraint-based Language,"Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni, Jean-Philippe Métivier",http://arxiv.org/pdf/1107.3407v1,No journal ref found,none,cs.LG,Summary23096,1107.4080v1,2011-07-20T19:34:00Z,On the Universality of Online Mirror Descent,"Nathan Srebro, Karthik Sridharan, Ambuj Tewari",http://arxiv.org/pdf/1107.4080v1,No journal ref found,none,cs.LG,Summary23097,1107.4606v2,2011-07-22T13:05:48Z,The Divergence of Reinforcement Learning Algorithms with Value-Iteration and Function Approximation,"Michael Fairbank, Eduardo Alonso",http://arxiv.org/pdf/1107.4606v2,"In Proceedings of the IEEE International Joint Conference on Neural Networks, June 2012, Brisbane (IEEE IJCNN 2012), pp. 3070--3077",none,cs.LG,Summary23098,1107.5520v1,2011-07-27T16:29:06Z,Axioms for Rational Reinforcement Learning,"Peter Sunehag, Marcus Hutter",http://arxiv.org/pdf/1107.5520v1,Proc. 22nd International Conf. on Algorithmic Learning Theory (ALT-2011) pages 338-352,none,cs.LG,Summary23099,1108.2486v1,2011-08-11T18:54:02Z,Feature Extraction for Change-Point Detection using Stationary Subspace Analysis,"Duncan Blythe, Paul von Bünau, Frank Meinecke, Klaus-Robert Müller",http://arxiv.org/pdf/1108.2486v1,No journal ref found,none,cs.LG,Summary23100,1108.4559v2,2011-08-23T11:52:35Z,Optimal Algorithms for Ridge and Lasso Regression with Partially Observed Attributes,"Elad Hazan, Tomer Koren",http://arxiv.org/pdf/1108.4559v2,No journal ref found,none,cs.LG,Summary23101,1108.4961v1,2011-08-24T22:38:40Z,Non-trivial two-armed partial-monitoring games are bandits,"András Antos, Gábor Bartók, Csaba Szepesvári",http://arxiv.org/pdf/1108.4961v1,No journal ref found,none,cs.LG,Summary23102,1110.1073v1,2011-10-05T18:59:49Z,Active Learning with Multiple Views,"C. A. Knoblock, S. Minton, I. Muslea",http://arxiv.org/pdf/1110.1073v1,"Journal Of Artificial Intelligence Research, Volume 27, pages 203-233, 2006",none,cs.LG,Summary23103,1110.1075v1,2011-10-05T19:03:35Z,The Augmented Complex Kernel LMS,"Pantelis Bouboulis, Sergios Theodoridis, Michael Mavroforakis",http://arxiv.org/pdf/1110.1075v1,No journal ref found,none,cs.LG,Summary23104,1110.2098v3,2011-10-10T16:35:51Z,Dynamic Matrix Factorization: A State Space Approach,"John Z. Sun, Kush R. Varshney, Karthik Subbian",http://arxiv.org/pdf/1110.2098v3,No journal ref found,none,cs.LG,Summary23105,1110.2136v3,2011-10-10T18:32:32Z,Active Learning Using Smooth Relative Regret Approximations with Applications,"Nir Ailon, Ron Begleiter, Esther Ezra",http://arxiv.org/pdf/1110.2136v3,No journal ref found,none,cs.LG,Summary23106,1110.2416v1,2011-10-11T16:19:06Z,Supervised learning of short and high-dimensional temporal sequences for life science measurements,"F. -M. Schleif, A. Gisbrecht, B. Hammer",http://arxiv.org/pdf/1110.2416v1,No journal ref found,none,cs.LG,Summary23107,1110.3347v1,2011-10-14T21:47:12Z,Dynamic Batch Bayesian Optimization,"Javad Azimi, Ali Jalali, Xiaoli Fern",http://arxiv.org/pdf/1110.3347v1,No journal ref found,none,cs.LG,Summary23108,1110.4181v1,2011-10-19T04:42:33Z,Injecting External Solutions Into CMA-ES,Nikolaus Hansen,http://arxiv.org/pdf/1110.4181v1,No journal ref found,none,cs.LG,Summary23109,1110.4416v1,2011-10-20T00:56:53Z,Data-dependent kernels in nearly-linear time,"Guy Lever, Tom Diethe, John Shawe-Taylor",http://arxiv.org/pdf/1110.4416v1,No journal ref found,none,cs.LG,Summary23110,1110.4481v1,2011-10-20T09:50:58Z,Learning Hierarchical and Topographic Dictionaries with Structured Sparsity,"Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach",http://arxiv.org/pdf/1110.4481v1,SPIE Wavelets and Sparsity XIV 81381P (2011),none,cs.LG,Summary23111,1110.5051v1,2011-10-23T14:41:21Z,Wikipedia Edit Number Prediction based on Temporal Dynamics Only,Dell Zhang,http://arxiv.org/pdf/1110.5051v1,No journal ref found,none,cs.LG,Summary23112,1110.6287v1,2011-10-28T10:20:25Z,Deciding of HMM parameters based on number of critical points for gesture recognition from motion capture data,"Michał Cholewa, Przemysław Głomb",http://arxiv.org/pdf/1110.6287v1,No journal ref found,none,cs.LG,Summary23113,1110.6755v2,2011-10-31T11:36:49Z,PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits,"Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette, John Shawe-Taylor",http://arxiv.org/pdf/1110.6755v2,No journal ref found,none,cs.LG,Summary23114,1112.1125v2,2011-12-06T00:13:44Z,Learning in embodied action-perception loops through exploration,"Daniel Y. Little, Friedrich T. Sommer",http://arxiv.org/pdf/1112.1125v2,No journal ref found,none,cs.LG,Summary23115,1112.1390v1,2011-12-06T20:15:37Z,An Identity for Kernel Ridge Regression,"Fedor Zhdanov, Yuri Kalnishkan",http://arxiv.org/pdf/1112.1390v1,No journal ref found,none,cs.LG,Summary23116,1112.1966v1,2011-12-08T21:33:38Z,Bipartite ranking algorithm for classification and survival analysis,Marina Sapir,http://arxiv.org/pdf/1112.1966v1,No journal ref found,none,cs.LG,Summary23117,1112.3712v1,2011-12-16T05:21:10Z,Analysis and Extension of Arc-Cosine Kernels for Large Margin Classification,"Youngmin Cho, Lawrence K. Saul",http://arxiv.org/pdf/1112.3712v1,No journal ref found,none,cs.LG,Summary23118,1112.3714v1,2011-12-16T05:33:59Z,Nonnegative Matrix Factorization for Semi-supervised Dimensionality Reduction,"Youngmin Cho, Lawrence K. Saul",http://arxiv.org/pdf/1112.3714v1,No journal ref found,none,cs.LG,Summary23119,1112.4020v1,2011-12-17T03:57:06Z,Clustering and Latent Semantic Indexing Aspects of the Nonnegative Matrix Factorization,Andri Mirzal,http://arxiv.org/pdf/1112.4020v1,No journal ref found,none,cs.LG,Summary23120,1112.4133v1,2011-12-18T08:02:49Z,Evaluation of Performance Measures for Classifiers Comparison,"Vincent Labatut, Hocine Cherifi",http://arxiv.org/pdf/1112.4133v1,"Ubiquitous Computing and Communication Journal, 6:21-34, 2011",none,cs.LG,Summary23121,1112.4722v2,2011-12-20T15:21:26Z,Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions,"Steffen Grünewälder, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton, Guy Lever",http://arxiv.org/pdf/1112.4722v2,No journal ref found,none,cs.LG,Summary23122,1112.5246v3,2011-12-22T08:07:56Z,Combining One-Class Classifiers via Meta-Learning,"Eitan Menahem, Lior Rokach, Yuval Elovici",http://arxiv.org/pdf/1112.5246v3,No journal ref found,none,cs.LG,Summary23123,1112.6209v5,2011-12-29T00:26:54Z,Building high-level features using large scale unsupervised learning,"Quoc V. Le, MarcAurelio Ranzato, Rajat Monga, Matthieu Devin, Kai Chen, Greg S. Corrado, Jeff Dean, Andrew Y. Ng",http://arxiv.org/pdf/1112.6209v5,No journal ref found,none,cs.LG,Summary23124,1112.6399v1,2011-12-29T19:52:14Z,Two-Manifold Problems,"Byron Boots, Geoffrey J. Gordon",http://arxiv.org/pdf/1112.6399v1,No journal ref found,none,cs.LG,Summary23125,1201.0292v1,2011-12-31T17:29:08Z,T-Learning,"Vincent Graziano, Faustino Gomez, Mark Ring, Juergen Schmidhuber",http://arxiv.org/pdf/1201.0292v1,No journal ref found,none,cs.LG,Summary23126,1201.0838v2,2012-01-04T07:07:06Z,A Topic Modeling Toolbox Using Belief Propagation,Jia Zeng,http://arxiv.org/pdf/1201.0838v2,"Journal of Machine Learning Research (13) 2233-2236, 2012",none,cs.LG,Summary23127,1201.1670v1,2012-01-08T23:59:27Z,Customers Behavior Modeling by Semi-Supervised Learning in Customer Relationship Management,"Siavash Emtiyaz, MohammadReza Keyvanpour",http://arxiv.org/pdf/1201.1670v1,"Advances in information Sciences and Service Sciences(AISS),Volume 3, Number 9, October 2011, 229-236",none,cs.LG,Summary23128,1201.2173v1,2012-01-10T11:03:42Z,Automatic Detection of Diabetes Diagnosis using Feature Weighted Support Vector Machines based on Mutual Information and Modified Cuckoo Search,"Davar Giveki, Hamid Salimi, GholamReza Bahmanyar, Younes Khademian",http://arxiv.org/pdf/1201.2173v1,No journal ref found,none,cs.LG,Summary23129,1201.2416v1,2012-01-11T21:03:55Z,Stochastic Low-Rank Kernel Learning for Regression,"Pierre Machart, Thomas Peel, Liva Ralaivola, Sandrine Anthoine, Hervé Glotin",http://arxiv.org/pdf/1201.2416v1,No journal ref found,none,cs.LG,Summary23130,1201.2902v1,2012-01-13T17:46:17Z,Acoustical Quality Assessment of the Classroom Environment,"Marian George, Moustafa Youssef",http://arxiv.org/pdf/1201.2902v1,No journal ref found,none,cs.LG,Summary23131,1201.5283v5,2012-01-24T04:09:54Z,An Efficient Primal-Dual Prox Method for Non-Smooth Optimization,"Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Shenghuo Zhu",http://arxiv.org/pdf/1201.5283v5,No journal ref found,none,cs.LG,Summary23132,1201.6053v1,2012-01-29T16:23:54Z,A Comparison Between Data Mining Prediction Algorithms for Fault Detection(Case study: Ahanpishegan co.),"Golriz Amooee, Behrouz Minaei-Bidgoli, Malihe Bagheri-Dehnavi",http://arxiv.org/pdf/1201.6053v1,"IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 3, November 2011 ISSN (Online): 1694-0814 www.IJCSI.org",none,cs.LG,Summary23133,1201.6462v1,2012-01-31T07:46:08Z,Active Learning of Custering with Side Information Using $\eps$-Smooth Relative Regret Approximations,"Nir Ailon, Ron Begleiter",http://arxiv.org/pdf/1201.6462v1,No journal ref found,none,cs.LG,Summary23134,1202.1334v2,2012-02-07T02:27:55Z,Contextual Bandit Learning with Predictable Rewards,"Alekh Agarwal, Miroslav Dudík, Satyen Kale, John Langford, Robert E. Schapire",http://arxiv.org/pdf/1202.1334v2,No journal ref found,none,cs.LG,Summary23135,1202.1558v1,2012-02-07T23:14:36Z,On the Performance of Maximum Likelihood Inverse Reinforcement Learning,"Héctor Ratia, Luis Montesano, Ruben Martinez-Cantin",http://arxiv.org/pdf/1202.1558v1,No journal ref found,none,cs.LG,Summary23136,1202.3890v1,2012-02-17T11:59:55Z,PAC Bounds for Discounted MDPs,"Tor Lattimore, Marcus Hutter",http://arxiv.org/pdf/1202.3890v1,Proc. 23rd International Conf. on Algorithmic Learning Theory (ALT 2012) pages 320-334,none,cs.LG,Summary23137,1202.6221v2,2012-02-28T14:03:11Z,Confusion Matrix Stability Bounds for Multiclass Classification,"Pierre Machart, Liva Ralaivola",http://arxiv.org/pdf/1202.6221v2,No journal ref found,none,cs.LG,Summary23138,1205.0406v1,2012-05-02T12:38:11Z,Minimax Classifier for Uncertain Costs,"Rui Wang, Ke Tang",http://arxiv.org/pdf/1205.0406v1,No journal ref found,none,cs.LG,Summary23139,1205.0610v1,2012-05-03T04:09:19Z,Greedy Multiple Instance Learning via Codebook Learning and Nearest Neighbor Voting,"Gang Chen, Jason Corso",http://arxiv.org/pdf/1205.0610v1,No journal ref found,none,cs.LG,Summary23140,1205.2151v1,2012-05-10T03:31:39Z,A Converged Algorithm for Tikhonov Regularized Nonnegative Matrix Factorization with Automatic Regularization Parameters Determination,Andri Mirzal,http://arxiv.org/pdf/1205.2151v1,No journal ref found,none,cs.LG,Summary23141,1205.2265v2,2012-05-08T23:06:06Z,Efficient Constrained Regret Minimization,"Mehrdad Mahdavi, Tianbao Yang, Rong Jin",http://arxiv.org/pdf/1205.2265v2,No journal ref found,none,cs.LG,Summary23142,1205.2600v1,2012-05-09T18:48:23Z,A Uniqueness Theorem for Clustering,"Reza Bosagh Zadeh, Shai Ben-David",http://arxiv.org/pdf/1205.2600v1,No journal ref found,none,cs.LG,Summary23143,1205.2602v1,2012-05-09T18:46:51Z,The Entire Quantile Path of a Risk-Agnostic SVM Classifier,"Jin Yu, S. V. N. Vishwanatan, Jian Zhang",http://arxiv.org/pdf/1205.2602v1,No journal ref found,none,cs.LG,Summary23144,1205.2610v1,2012-05-09T18:36:39Z,Probabilistic Structured Predictors,"Shankar Vembu, Thomas Gartner, Mario Boley",http://arxiv.org/pdf/1205.2610v1,No journal ref found,none,cs.LG,Summary23145,1205.2661v1,2012-05-09T14:47:06Z,REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs,"Peter L. Bartlett, Ambuj Tewari",http://arxiv.org/pdf/1205.2661v1,No journal ref found,none,cs.LG,Summary23146,1205.2664v1,2012-05-09T14:42:20Z,A Bayesian Sampling Approach to Exploration in Reinforcement Learning,"John Asmuth, Lihong Li, Michael L. Littman, Ali Nouri, David Wingate",http://arxiv.org/pdf/1205.2664v1,No journal ref found,none,cs.LG,Summary23147,1205.2874v3,2012-05-13T15:11:00Z,Decoupling Exploration and Exploitation in Multi-Armed Bandits,"Orly Avner, Shie Mannor, Ohad Shamir",http://arxiv.org/pdf/1205.2874v3,No journal ref found,none,cs.LG,Summary23148,1205.3549v2,2012-05-16T03:54:30Z,Normalized Maximum Likelihood Coding for Exponential Family with Its Applications to Optimal Clustering,"So Hirai, Kenji Yamanishi",http://arxiv.org/pdf/1205.3549v2,No journal ref found,none,cs.LG,Summary23149,1205.4234v2,2012-05-19T08:16:21Z,Visualization of features of a series of measurements with one-dimensional cellular structure,D. V. Lande,http://arxiv.org/pdf/1205.4234v2,No journal ref found,none,cs.LG,Summary23150,1205.4698v2,2012-05-21T19:19:49Z,The Role of Weight Shrinking in Large Margin Perceptron Learning,"Constantinos Panagiotakopoulos, Petroula Tsampouka",http://arxiv.org/pdf/1205.4698v2,No journal ref found,none,cs.LG,Summary23151,1205.4810v3,2012-05-22T06:02:09Z,Safe Exploration in Markov Decision Processes,"Teodor Mihai Moldovan, Pieter Abbeel",http://arxiv.org/pdf/1205.4810v3,No journal ref found,none,cs.LG,Summary23152,1205.4839v5,2012-05-22T08:36:41Z,Off-Policy Actor-Critic,"Thomas Degris, Martha White, Richard S. Sutton",http://arxiv.org/pdf/1205.4839v5,No journal ref found,none,cs.LG,Summary23153,1205.6432v2,2012-05-29T17:40:04Z,Multiclass Learning Approaches: A Theoretical Comparison with Implications,"Amit Daniely, Sivan Sabato, Shai Shalev Shwartz",http://arxiv.org/pdf/1205.6432v2,"Advances in Neural Information Processing Systems, 2012, pages 494-502",none,cs.LG,Summary23154,1206.0994v1,2012-04-20T01:58:40Z,An Optimization Framework for Semi-Supervised and Transfer Learning using Multiple Classifiers and Clusterers,"Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya",http://arxiv.org/pdf/1206.0994v1,No journal ref found,none,cs.LG,Summary23155,1206.1121v2,2012-06-06T04:56:47Z,Comparison of the C4.5 and a Naive Bayes Classifier for the Prediction of Lung Cancer Survivability,"George Dimitoglou, James A. Adams, Carol M. Jim",http://arxiv.org/pdf/1206.1121v2,"Journal of Computing, Volume 4, Issue 8, 2012",none,cs.LG,Summary23156,1206.1208v2,2012-06-06T13:03:31Z,Cumulative Step-size Adaptation on Linear Functions: Technical Report,"Alexandre Adrien Chotard, Anne Auger, Nikolaus Hansen",http://arxiv.org/pdf/1206.1208v2,No journal ref found,none,cs.LG,Summary23157,1206.2190v1,2012-06-11T13:00:51Z,Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation,"Jian-feng Yan, Zhi-Qiang Liu, Yang Gao, Jia Zeng",http://arxiv.org/pdf/1206.2190v1,No journal ref found,none,cs.LG,Summary23158,1206.4169v1,2012-06-19T10:26:45Z,Clustered Bandits,"Loc Bui, Ramesh Johari, Shie Mannor",http://arxiv.org/pdf/1206.4169v1,No journal ref found,none,cs.LG,Summary23159,1206.4612v1,2012-06-18T15:00:20Z,Exact Soft Confidence-Weighted Learning,"Jialei Wang, Peilin Zhao, Steven C. H. Hoi",http://arxiv.org/pdf/1206.4612v1,No journal ref found,none,cs.LG,Summary23160,1206.4619v1,2012-06-18T15:04:39Z,Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method,"Kai Zhang, Liang Lan, Jun Liu, andreas Rauber, Fabian Moerchen",http://arxiv.org/pdf/1206.4619v1,No journal ref found,none,cs.LG,Summary23161,1206.4621v1,2012-06-18T15:05:32Z,Path Integral Policy Improvement with Covariance Matrix Adaptation,"Freek Stulp, Olivier Sigaud",http://arxiv.org/pdf/1206.4621v1,No journal ref found,none,cs.LG,Summary23162,1206.4625v1,2012-06-18T15:07:04Z,Optimizing F-measure: A Tale of Two Approaches,"Ye Nan, Kian Ming Chai, Wee Sun Lee, Hai Leong Chieu",http://arxiv.org/pdf/1206.4625v1,No journal ref found,none,cs.LG,Summary23163,1206.4629v1,2012-06-18T15:08:22Z,Multiple Kernel Learning from Noisy Labels by Stochastic Programming,"Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang, Yang Zhou",http://arxiv.org/pdf/1206.4629v1,No journal ref found,none,cs.LG,Summary23164,1206.4630v1,2012-06-18T15:08:38Z,Efficient Decomposed Learning for Structured Prediction,"Rajhans Samdani, Dan Roth",http://arxiv.org/pdf/1206.4630v1,No journal ref found,none,cs.LG,Summary23165,1206.4648v1,2012-06-18T15:23:02Z,Two-Manifold Problems with Applications to Nonlinear System Identification,"Byron Boots, Geoff Gordon",http://arxiv.org/pdf/1206.4648v1,No journal ref found,none,cs.LG,Summary23166,1206.4655v1,2012-06-18T15:25:58Z,Modelling transition dynamics in MDPs with RKHS embeddings,"Steffen Grunewalder, Guy Lever, Luca Baldassarre, Massi Pontil, Arthur Gretton",http://arxiv.org/pdf/1206.4655v1,No journal ref found,none,cs.LG,Summary23167,1206.4660v1,2012-06-18T15:28:12Z,Learning with Augmented Features for Heterogeneous Domain Adaptation,"Lixin Duan, Dong Xu, Ivor Tsang",http://arxiv.org/pdf/1206.4660v1,No journal ref found,none,cs.LG,Summary23168,1206.4683v1,2012-06-18T15:40:50Z,Marginalized Denoising Autoencoders for Domain Adaptation,"Minmin Chen, Zhixiang Xu, Kilian Weinberger, Fei Sha",http://arxiv.org/pdf/1206.4683v1,No journal ref found,none,cs.LG,Summary23169,1206.5345v4,2012-06-23T00:36:08Z,Dynamic Pricing under Finite Space Demand Uncertainty: A Multi-Armed Bandit with Dependent Arms,"Pouya Tehrani, Yixuan Zhai, Qing Zhao",http://arxiv.org/pdf/1206.5345v4,No journal ref found,none,cs.LG,Summary23170,1206.5533v2,2012-06-24T19:17:35Z,Practical recommendations for gradient-based training of deep architectures,Yoshua Bengio,http://arxiv.org/pdf/1206.5533v2,No journal ref found,none,cs.LG,Summary23171,1206.5538v3,2012-06-24T20:51:38Z,Representation Learning: A Review and New Perspectives,"Yoshua Bengio, Aaron Courville, Pascal Vincent",http://arxiv.org/pdf/1206.5538v3,No journal ref found,none,cs.LG,Summary23172,1206.5915v1,2012-06-26T08:29:43Z,Graph Based Classification Methods Using Inaccurate External Classifier Information,"Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj",http://arxiv.org/pdf/1206.5915v1,No journal ref found,none,cs.LG,Summary23173,1206.6883v1,2012-06-28T18:57:01Z,Learning Neighborhoods for Metric Learning,"Jun Wang, Adam Woznica, Alexandros Kalousis",http://arxiv.org/pdf/1206.6883v1,No journal ref found,none,cs.LG,Summary23174,1208.0984v1,2012-08-05T06:34:44Z,APRIL: Active Preference-learning based Reinforcement Learning,"Riad Akrour, Marc Schoenauer, Michèle Sebag",http://arxiv.org/pdf/1208.0984v1,ECML PKDD 2012 7524 (2012) 116-131,none,cs.LG,Summary23175,1208.1315v1,2012-08-07T01:31:32Z,Data Selection for Semi-Supervised Learning,"Shafigh Parsazad, Ehsan Saboori, Amin Allahyar",http://arxiv.org/pdf/1208.1315v1,"International Journal of Computer Science Issues, Vol. 9, Issue 2, No 3, pp. 195-200, March 2012",none,cs.LG,Summary23176,1208.1544v1,2012-08-07T23:21:31Z,Guess Who Rated This Movie: Identifying Users Through Subspace Clustering,"Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari",http://arxiv.org/pdf/1208.1544v1,28th Conference on Uncertainty in Artificial Intelligence (UAI 2012),none,cs.LG,Summary23177,1208.1829v1,2012-08-09T07:14:37Z,Metric Learning across Heterogeneous Domains by Respectively Aligning Both Priors and Posteriors,"Qiang Qian, Songcan Chen",http://arxiv.org/pdf/1208.1829v1,No journal ref found,none,cs.LG,Summary23178,1208.1846v1,2012-08-09T08:53:11Z,Margin Distribution Controlled Boosting,"Guangxu Guo, Songcan Chen",http://arxiv.org/pdf/1208.1846v1,No journal ref found,none,cs.LG,Summary23179,1208.2112v2,2012-08-10T08:36:49Z,Inverse Reinforcement Learning with Gaussian Process,"Qifeng Qiao, Peter A. Beling",http://arxiv.org/pdf/1208.2112v2,No journal ref found,none,cs.LG,Summary23180,1208.3561v3,2012-08-17T09:49:31Z,Efficient Active Learning of Halfspaces: an Aggressive Approach,"Alon Gonen, Sivan Sabato, Shai Shalev-Shwartz",http://arxiv.org/pdf/1208.3561v3,"Journal of Machine Learning Research, 14(Sep):2487-2519, 2013",none,cs.LG,Summary23181,1208.3719v2,2012-08-18T02:14:47Z,Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms,"Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown",http://arxiv.org/pdf/1208.3719v2,No journal ref found,none,cs.LG,Summary23182,1208.5801v2,2012-08-28T21:51:36Z,Vector Field k-Means: Clustering Trajectories by Fitting Multiple Vector Fields,"Nivan Ferreira, James T. Klosowski, Carlos Scheidegger, Claudio Silva",http://arxiv.org/pdf/1208.5801v2,No journal ref found,none,cs.LG,Summary23183,1208.6231v1,2012-08-30T16:48:05Z,Link Prediction via Generalized Coupled Tensor Factorisation,"Beyza Ermiş, Evrim Acar, A. Taylan Cemgil",http://arxiv.org/pdf/1208.6231v1,No journal ref found,none,cs.LG,Summary23184,1212.0901v2,2012-12-04T23:25:34Z,Advances in Optimizing Recurrent Networks,"Yoshua Bengio, Nicolas Boulanger-Lewandowski, Razvan Pascanu",http://arxiv.org/pdf/1212.0901v2,No journal ref found,none,cs.LG,Summary23185,1212.1936v1,2012-12-09T23:28:02Z,High-dimensional sequence transduction,"Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent",http://arxiv.org/pdf/1212.1936v1,No journal ref found,none,cs.LG,Summary23186,1212.3185v3,2012-12-13T14:31:58Z,Cost-Sensitive Feature Selection of Data with Errors,"Hong Zhao, Fan Min, William Zhu",http://arxiv.org/pdf/1212.3185v3,No journal ref found,none,cs.LG,Summary23187,1212.3631v1,2012-12-14T22:50:44Z,Learning efficient sparse and low rank models,"Pablo Sprechmann, Alex M. Bronstein, Guillermo Sapiro",http://arxiv.org/pdf/1212.3631v1,No journal ref found,none,cs.LG,Summary23188,1212.4675v1,2012-12-18T20:17:56Z,Analysis of Large-scale Traffic Dynamics using Non-negative Tensor Factorization,"Yufei Han, Fabien Moutarde",http://arxiv.org/pdf/1212.4675v1,No journal ref found,none,cs.LG,Summary23189,1212.5101v1,2012-12-20T15:53:43Z,Hybrid Fuzzy-ART based K-Means Clustering Methodology to Cellular Manufacturing Using Operational Time,"Sourav Sengupta, Tamal Ghosh, Pranab K Dan, Manojit Chattopadhyay",http://arxiv.org/pdf/1212.5101v1,No journal ref found,none,cs.LG,Summary23190,1212.5701v1,2012-12-22T15:46:49Z,ADADELTA: An Adaptive Learning Rate Method,Matthew D. Zeiler,http://arxiv.org/pdf/1212.5701v1,No journal ref found,none,cs.LG,Summary23191,1212.6031v1,2012-12-25T12:12:57Z,Tangent Bundle Manifold Learning via Grassmann&Stiefel Eigenmaps,"Alexander V. Bernstein, Alexander P. Kuleshov",http://arxiv.org/pdf/1212.6031v1,No journal ref found,none,cs.LG,Summary23192,1302.0540v1,2013-02-03T22:12:52Z,A game-theoretic framework for classifier ensembles using weighted majority voting with local accuracy estimates,"Harris V. Georgiou, Michael E. Mavroforakis",http://arxiv.org/pdf/1302.0540v1,No journal ref found,none,cs.LG,Summary23193,1302.0963v1,2013-02-05T09:04:25Z,RandomBoost: Simplified Multi-class Boosting through Randomization,"Sakrapee Paisitkriangkrai, Chunhua Shen, Qinfeng Shi, Anton van den Hengel",http://arxiv.org/pdf/1302.0963v1,No journal ref found,none,cs.LG,Summary23194,1302.0974v1,2013-02-05T09:45:21Z,A Comparison of Relaxations of Multiset Cannonical Correlation Analysis and Applications,"Jan Rupnik, Primoz Skraba, John Shawe-Taylor, Sabrina Guettes",http://arxiv.org/pdf/1302.0974v1,No journal ref found,none,cs.LG,Summary23195,1302.1043v2,2013-02-05T14:31:51Z,The price of bandit information in multiclass online classification,"Amit Daniely, Tom Helbertal",http://arxiv.org/pdf/1302.1043v2,No journal ref found,none,cs.LG,Summary23196,1302.2157v2,2013-02-08T21:18:24Z,Passive Learning with Target Risk,"Mehrdad Mahdavi, Rong Jin",http://arxiv.org/pdf/1302.2157v2,Conference on Learning Theory (COLT 2013),none,cs.LG,Summary23197,1302.2176v1,2013-02-08T23:16:04Z,Minimax Optimal Algorithms for Unconstrained Linear Optimization,H. Brendan McMahan,http://arxiv.org/pdf/1302.2176v1,No journal ref found,none,cs.LG,Summary23198,1302.2277v2,2013-02-09T22:56:45Z,A Time Series Forest for Classification and Feature Extraction,"Houtao Deng, George Runger, Eugene Tuv, Martyanov Vladimir",http://arxiv.org/pdf/1302.2277v2,Information Sciences 239: 142-153 (2013),none,cs.LG,Summary23199,1302.2436v1,2013-02-11T10:29:17Z,Extracting useful rules through improved decision tree induction using information entropy,"Mohd Mahmood Ali, Mohd S Qaseem, Lakshmi Rajamani, A Govardhan",http://arxiv.org/pdf/1302.2436v1,No journal ref found,none,cs.LG,Summary23200,1302.2550v1,2013-02-11T17:44:10Z,Online Regret Bounds for Undiscounted Continuous Reinforcement Learning,"Ronald Ortner, Daniil Ryabko",http://arxiv.org/pdf/1302.2550v1,"in proceedings of NIPS 2012, pp. 1772--1780",none,cs.LG,Summary23201,1302.2552v1,2013-02-11T17:49:38Z,Selecting the State-Representation in Reinforcement Learning,"Odalric-Ambrym Maillard, Rémi Munos, Daniil Ryabko",http://arxiv.org/pdf/1302.2552v1,"NIPS 2011, pp. 2627-2635",none,cs.LG,Summary23202,1302.2553v2,2013-02-11T17:55:49Z,Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning,"Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko",http://arxiv.org/pdf/1302.2553v2,"In Proceedings of ICML, JMLR W&CP 28(1):543-551, 2013",none,cs.LG,Summary23203,1302.3219v1,2013-02-13T08:48:53Z,An Efficient Dual Approach to Distance Metric Learning,"Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel",http://arxiv.org/pdf/1302.3219v1,No journal ref found,none,cs.LG,Summary23204,1302.3268v2,2013-02-13T22:42:44Z,Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem,"Ittai Abraham, Omar Alonso, Vasilis Kandylas, Aleksandrs Slivkins",http://arxiv.org/pdf/1302.3268v2,No journal ref found,none,cs.LG,Summary23205,1302.3283v3,2013-02-14T01:01:24Z,StructBoost: Boosting Methods for Predicting Structured Output Variables,"Chunhua Shen, Guosheng Lin, Anton van den Hengel",http://arxiv.org/pdf/1302.3283v3,No journal ref found,none,cs.LG,Summary23206,1302.3721v1,2013-02-15T10:48:57Z,Thompson Sampling in Switching Environments with Bayesian Online Change Point Detection,"Joseph Mellor, Jonathan Shapiro",http://arxiv.org/pdf/1302.3721v1,No journal ref found,none,cs.LG,Summary23207,1302.5348v3,2013-02-21T17:30:42Z,Graph-based Generalization Bounds for Learning Binary Relations,"Ben London, Bert Huang, Lise Getoor",http://arxiv.org/pdf/1302.5348v3,No journal ref found,none,cs.LG,Summary23208,1302.5565v1,2013-02-22T12:11:42Z,The Importance of Clipping in Neurocontrol by Direct Gradient Descent on the Cost-to-Go Function and in Adaptive Dynamic Programming,Michael Fairbank,http://arxiv.org/pdf/1302.5565v1,No journal ref found,none,cs.LG,Summary23209,1302.5797v1,2013-02-23T13:33:09Z,Prediction by Random-Walk Perturbation,"Luc Devroye, Gábor Lugosi, Gergely Neu",http://arxiv.org/pdf/1302.5797v1,No journal ref found,none,cs.LG,Summary23210,1302.6523v1,2013-02-26T18:18:35Z,Sparse Frequency Analysis with Sparse-Derivative Instantaneous Amplitude and Phase Functions,"Yin Ding, Ivan W. Selesnick",http://arxiv.org/pdf/1302.6523v1,No journal ref found,none,cs.LG,Summary23211,1302.6927v1,2013-02-27T17:14:14Z,Online Learning for Time Series Prediction,"Oren Anava, Elad Hazan, Shie Mannor, Ohad Shamir",http://arxiv.org/pdf/1302.6927v1,No journal ref found,none,cs.LG,Summary23212,1302.6937v2,2013-02-27T17:46:43Z,Online Convex Optimization Against Adversaries with Memory and Application to Statistical Arbitrage,"Oren Anava, Elad Hazan, Shie Mannor",http://arxiv.org/pdf/1302.6937v2,No journal ref found,none,cs.LG,Summary23213,1302.7263v3,2013-02-28T17:15:55Z,Online Similarity Prediction of Networked Data from Known and Unknown Graphs,"Claudio Gentile, Mark Herbster, Stephen Pasteris",http://arxiv.org/pdf/1302.7263v3,No journal ref found,none,cs.LG,Summary23214,0708.1242v3,2007-08-09T10:21:34Z,Cost-minimising strategies for data labelling : optimal stopping and active learning,"Christos Dimitrakakis, Christian Savu-Krohn",http://arxiv.org/pdf/0708.1242v3,No journal ref found,none,cs.LG,Summary23215,0708.1503v1,2007-08-10T19:19:54Z,Defensive forecasting for optimal prediction with expert advice,Vladimir Vovk,http://arxiv.org/pdf/0708.1503v1,No journal ref found,none,cs.LG,Summary23216,0708.2353v2,2007-08-17T12:18:24Z,Continuous and randomized defensive forecasting: unified view,Vladimir Vovk,http://arxiv.org/pdf/0708.2353v2,No journal ref found,none,cs.LG,Summary23217,0910.0349v1,2009-10-02T08:40:01Z,Post-Processing of Discovered Association Rules Using Ontologies,"Claudia Marinica, Fabrice Guillet, Henri Briand",http://arxiv.org/pdf/0910.0349v1,"The Second International Workshop on Domain Driven Data Mining (DDDM 2008) in IEEE International Conference of Data Mining, Pisa : Italie (2008)",none,cs.LG,Summary23218,0910.0668v2,2009-10-05T03:30:13Z,Variable sigma Gaussian processes: An expectation propagation perspective,"Yuan Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka",http://arxiv.org/pdf/0910.0668v2,No journal ref found,none,cs.LG,Summary23219,0910.2540v1,2009-10-14T07:43:03Z,Effectiveness and Limitations of Statistical Spam Filters,"M. Tariq Banday, Tariq R. Jan",http://arxiv.org/pdf/0910.2540v1,"International Conference on New Trends in Statistics and Optimization, Organized by Department of Statistics, University of Kashmir, Srinagar, India, from 20th to 23rd October, 2008",none,cs.LG,Summary23220,0910.4683v2,2009-10-24T22:40:40Z,Competing with Gaussian linear experts,"Fedor Zhdanov, Vladimir Vovk",http://arxiv.org/pdf/0910.4683v2,No journal ref found,none,cs.LG,Summary23221,0910.5461v1,2009-10-28T18:46:41Z,Anomaly Detection with Score functions based on Nearest Neighbor Graphs,"Manqi Zhao, Venkatesh Saligrama",http://arxiv.org/pdf/0910.5461v1,No journal ref found,none,cs.LG,Summary23222,1002.0709v1,2010-02-03T11:31:24Z,Aggregating Algorithm competing with Banach lattices,"Fedor Zhdanov, Alexey Chernov, Yuri Kalnishkan",http://arxiv.org/pdf/1002.0709v1,No journal ref found,none,cs.LG,Summary23223,1002.1144v1,2010-02-05T08:27:17Z,A CHAID Based Performance Prediction Model in Educational Data Mining,"M. Ramaswami, R. Bhaskaran",http://arxiv.org/pdf/1002.1144v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 1, January 2010, http://ijcsi.org/articles/A-CHAID-Based-Performance-Prediction-Model-in-Educational-Data-Mining.php",none,cs.LG,Summary23224,1002.1156v1,2010-02-05T08:59:05Z,Dimensionality Reduction: An Empirical Study on the Usability of IFE-CF (Independent Feature Elimination- by C-Correlation and F-Correlation) Measures,"M. Babu Reddy, L. S. S. Reddy",http://arxiv.org/pdf/1002.1156v1,"International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 1, January 2010, http://ijcsi.org/articles/Dimensionality-Reduction-An-Empirical-Study-on-the-Usability-of-IFE-CF-(Independent-Feature-Elimination-by-C-Correlation-and-F-Correlation)-Measures.php",none,cs.LG,Summary23225,1002.1782v3,2010-02-09T07:32:59Z,Online Distributed Sensor Selection,"Daniel Golovin, Matthew Faulkner, Andreas Krause",http://arxiv.org/pdf/1002.1782v3,No journal ref found,none,cs.LG,Summary23226,1002.2044v1,2010-02-10T09:08:56Z,On the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizers,"Benjamin I. P. Rubinstein, Aleksandr Simma",http://arxiv.org/pdf/1002.2044v1,No journal ref found,none,cs.LG,Summary23227,1002.2780v1,2010-02-14T16:37:04Z,Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm,"Ruslan Salakhutdinov, Nathan Srebro",http://arxiv.org/pdf/1002.2780v1,No journal ref found,none,cs.LG,Summary23228,1002.3345v2,2010-02-17T18:43:59Z,Interactive Submodular Set Cover,"Andrew Guillory, Jeff Bilmes",http://arxiv.org/pdf/1002.3345v2,No journal ref found,none,cs.LG,Summary23229,1002.4007v1,2010-02-21T19:48:16Z,Word level Script Identification from Bangla and Devanagri Handwritten Texts mixed with Roman Script,"Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu",http://arxiv.org/pdf/1002.4007v1,"Journal of Computing, Volume 2, Issue 2, February 2010, https://sites.google.com/site/journalofcomputing/",none,cs.LG,Summary23230,1002.4058v3,2010-02-22T07:11:39Z,Contextual Bandit Algorithms with Supervised Learning Guarantees,"Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire",http://arxiv.org/pdf/1002.4058v3,No journal ref found,none,cs.LG,Summary23231,1002.4908v2,2010-02-26T01:36:34Z,Adaptive Bound Optimization for Online Convex Optimization,"H. Brendan McMahan, Matthew Streeter",http://arxiv.org/pdf/1002.4908v2,Proceedings of the 23rd Annual Conference on Learning Theory (COLT) 2010,none,cs.LG,Summary23232,1104.0235v1,2011-04-01T19:33:05Z,Gaussian Robust Classification,"Ido Ginodi, Amir Globerson",http://arxiv.org/pdf/1104.0235v1,No journal ref found,none,cs.LG,Summary23233,1104.0651v3,2011-04-04T19:04:25Z,Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm,"Mariano Tepper, Pablo Musé, Andrés Almansa",http://arxiv.org/pdf/1104.0651v3,No journal ref found,none,cs.LG,Summary23234,1104.4664v1,2011-04-24T22:59:24Z,Temporal Second Difference Traces,Mitchell Keith Bloch,http://arxiv.org/pdf/1104.4664v1,No journal ref found,none,cs.LG,Summary23235,1104.5059v1,2011-04-27T00:58:52Z,Reducing Commitment to Tasks with Off-Policy Hierarchical Reinforcement Learning,Mitchell Keith Bloch,http://arxiv.org/pdf/1104.5059v1,No journal ref found,none,cs.LG,Summary23236,1104.5071v1,2011-04-27T04:12:47Z,Attacking and Defending Covert Channels and Behavioral Models,"Valentino Crespi, George Cybenko, Annarita Giani",http://arxiv.org/pdf/1104.5071v1,No journal ref found,none,cs.LG,Summary23237,1111.1386v1,2011-11-06T08:43:21Z,Confidence Estimation in Structured Prediction,"Avihai Mejer, Koby Crammer",http://arxiv.org/pdf/1111.1386v1,No journal ref found,none,cs.LG,Summary23238,1111.1422v1,2011-11-06T14:01:14Z,Robust Interactive Learning,"Maria-Florina Balcan, Steve Hanneke",http://arxiv.org/pdf/1111.1422v1,No journal ref found,none,cs.LG,Summary23239,1111.4460v1,2011-11-18T19:23:47Z,Parametrized Stochastic Multi-armed Bandits with Binary Rewards,"Chong Jiang, R. Srikant",http://arxiv.org/pdf/1111.4460v1,No journal ref found,none,cs.LG,Summary23240,1111.4470v2,2011-11-18T20:32:33Z,Efficient Regression in Metric Spaces via Approximate Lipschitz Extension,"Lee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer",http://arxiv.org/pdf/1111.4470v2,No journal ref found,none,cs.LG,Summary23241,1111.4541v2,2011-11-19T08:39:34Z,Large Scale Spectral Clustering Using Approximate Commute Time Embedding,"Nguyen Lu Dang Khoa, Sanjay Chawla",http://arxiv.org/pdf/1111.4541v2,No journal ref found,none,cs.LG,Summary23242,1111.6082v3,2011-11-25T18:51:29Z,Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints,"Mehrdad Mahdavi, Rong Jin, Tianbao Yang",http://arxiv.org/pdf/1111.6082v3,No journal ref found,none,cs.LG,Summary23243,1111.6337v4,2011-11-28T03:50:18Z,Regret Bound by Variation for Online Convex Optimization,"Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Shenghuo Zhu",http://arxiv.org/pdf/1111.6337v4,No journal ref found,none,cs.LG,Summary23244,1109.0093v4,2011-09-01T05:28:55Z,Local Component Analysis,"Nicolas Le Roux, Francis Bach",http://arxiv.org/pdf/1109.0093v4,No journal ref found,none,cs.LG,Summary23245,1109.1844v2,2011-09-08T20:53:54Z,Weighted Clustering,"Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker",http://arxiv.org/pdf/1109.1844v2,No journal ref found,none,cs.LG,Summary23246,1109.2047v1,2011-09-09T15:56:58Z,Learning From Labeled And Unlabeled Data: An Empirical Study Across Techniques And Domains,"N. V. Chawla, Grigoris Karakoulas",http://arxiv.org/pdf/1109.2047v1,"Journal Of Artificial Intelligence Research, Volume 23, pages 331-366, 2005",none,cs.LG,Summary23247,1109.2141v1,2011-09-09T20:31:05Z,Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms,"R. Khardon, D. Roth, R. A. Servedio",http://arxiv.org/pdf/1109.2141v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 341-356, 2005",none,cs.LG,Summary23248,1109.2147v1,2011-09-09T20:32:41Z,Risk-Sensitive Reinforcement Learning Applied to Control under Constraints,"P. Geibel, F. Wysotzki",http://arxiv.org/pdf/1109.2147v1,"Journal Of Artificial Intelligence Research, Volume 24, pages 81-108, 2005",none,cs.LG,Summary23249,1109.2296v1,2011-09-11T09:00:53Z,Bandits with an Edge,"Dotan Di Castro, Claudio Gentile, Shie Mannor",http://arxiv.org/pdf/1109.2296v1,No journal ref found,none,cs.LG,Summary23250,1109.3318v2,2011-09-15T11:31:31Z,Distributed User Profiling via Spectral Methods,"Dan-Cristian Tomozei, Laurent Massoulié",http://arxiv.org/pdf/1109.3318v2,No journal ref found,none,cs.LG,Summary23251,1109.3437v4,2011-09-15T19:20:48Z,Learning Topic Models by Belief Propagation,"Jia Zeng, William K. Cheung, Jiming Liu",http://arxiv.org/pdf/1109.3437v4,"IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 33, Number 5, Pages 1121-1134, 2013",none,cs.LG,Summary23252,1109.5078v1,2011-09-23T13:51:31Z,Application of distances between terms for flat and hierarchical data,"Jorge-Alonso Bedoya-Puerta, Jose Hernandez-Orallo",http://arxiv.org/pdf/1109.5078v1,No journal ref found,none,cs.LG,Summary23253,1109.5231v4,2011-09-24T04:50:55Z,Noise Tolerance under Risk Minimization,"Naresh Manwani, P. S. Sastry",http://arxiv.org/pdf/1109.5231v4,No journal ref found,none,cs.LG,Summary23254,1204.0566v2,2012-04-03T00:33:53Z,The Kernelized Stochastic Batch Perceptron,"Andrew Cotter, Shai Shalev-Shwartz, Nathan Srebro",http://arxiv.org/pdf/1204.0566v2,No journal ref found,none,cs.LG,Summary23255,1204.2609v2,2012-04-12T03:49:15Z,Stochastic Feature Mapping for PAC-Bayes Classification,"Xiong Li, Tai Sing Lee, Yuncai Liu",http://arxiv.org/pdf/1204.2609v2,No journal ref found,none,cs.LG,Summary23256,1204.4329v1,2012-04-19T12:03:20Z,Supervised feature evaluation by consistency analysis: application to measure sets used to characterise geographic objects,"Patrick Taillandier, Alexis Drogoul",http://arxiv.org/pdf/1204.4329v1,"International Conference on Knowledge and Systems Engineering, Hanoi : Viet Nam (2010)",none,cs.LG,Summary23257,1209.0853v1,2012-09-05T03:02:26Z,Improving the K-means algorithm using improved downhill simplex search,"Ehsan Saboori, Shafigh Parsazad, Anoosheh Sadeghi",http://arxiv.org/pdf/1209.0853v1,"2010 2nd International Conference on Software Technology and Engineering (ICSTE), vol.2, no., pp.V2-350-V2-354, 3-5 Oct. 2010",none,cs.LG,Summary23258,1209.0913v1,2012-09-05T10:08:02Z,Structuring Relevant Feature Sets with Multiple Model Learning,"Jun Wang, Alexandros Kalousis",http://arxiv.org/pdf/1209.0913v1,No journal ref found,none,cs.LG,Summary23259,1209.1800v1,2012-09-09T14:11:04Z,An Empirical Study of MAUC in Multi-class Problems with Uncertain Cost Matrices,"Rui Wang, Ke Tang",http://arxiv.org/pdf/1209.1800v1,No journal ref found,none,cs.LG,Summary23260,1209.2501v1,2012-09-12T05:28:32Z,Performance Evaluation of Predictive Classifiers For Knowledge Discovery From Engineering Materials Data Sets,Hemanth K. S Doreswamy,http://arxiv.org/pdf/1209.2501v1,No journal ref found,none,cs.LG,Summary23261,1209.2673v2,2012-09-12T17:39:37Z,Conditional validity of inductive conformal predictors,Vladimir Vovk,http://arxiv.org/pdf/1209.2673v2,No journal ref found,none,cs.LG,Summary23262,1209.2790v1,2012-09-13T06:47:26Z,Improving Energy Efficiency in Femtocell Networks: A Hierarchical Reinforcement Learning Framework,"Xianfu Chen, Honggang Zhang, Tao Chen, Mika Lasanen",http://arxiv.org/pdf/1209.2790v1,No journal ref found,none,cs.LG,Summary23263,1209.3056v1,2012-09-13T22:47:07Z,Parametric Local Metric Learning for Nearest Neighbor Classification,"Jun Wang, Adam Woznica, Alexandros Kalousis",http://arxiv.org/pdf/1209.3056v1,No journal ref found,none,cs.LG,Summary23264,1209.5038v1,2012-09-23T07:50:42Z,Fast Randomized Model Generation for Shapelet-Based Time Series Classification,"Daniel Gordon, Danny Hendler, Lior Rokach",http://arxiv.org/pdf/1209.5038v1,No journal ref found,none,cs.LG,Summary23265,1209.5260v1,2012-09-24T13:23:39Z,Towards Large-scale and Ultrahigh Dimensional Feature Selection via Feature Generation,"Mingkui Tan, Ivor W. Tsang, Li Wang",http://arxiv.org/pdf/1209.5260v1,No journal ref found,none,cs.LG,Summary23266,1209.5335v1,2012-09-24T16:59:12Z,BPRS: Belief Propagation Based Iterative Recommender System,"Erman Ayday, Arash Einolghozati, Faramarz Fekri",http://arxiv.org/pdf/1209.5335v1,No journal ref found,none,cs.LG,Summary23267,1209.6329v1,2012-09-27T18:57:26Z,More Is Better: Large Scale Partially-supervised Sentiment Classification - Appendix,"Yoav Haimovitch, Koby Crammer, Shie Mannor",http://arxiv.org/pdf/1209.6329v1,No journal ref found,none,cs.LG,Summary23268,1209.6409v1,2012-09-28T01:46:47Z,A Deterministic Analysis of an Online Convex Mixture of Expert Algorithms,"Mehmet A. Donmez, Sait Tunc, Suleyman S. Kozat",http://arxiv.org/pdf/1209.6409v1,No journal ref found,none,cs.LG,Summary23269,1211.0210v1,2012-11-01T15:52:11Z,Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses,"Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish Shevade",http://arxiv.org/pdf/1211.0210v1,No journal ref found,none,cs.LG,Summary23270,1211.1513v2,2012-11-07T10:57:38Z,K-Plane Regression,"Naresh Manwani, P. S. Sastry",http://arxiv.org/pdf/1211.1513v2,No journal ref found,none,cs.LG,Summary23271,1211.1799v1,2012-11-08T09:22:11Z,Algorithm for Missing Values Imputation in Categorical Data with Use of Association Rules,Jiří Kaiser,http://arxiv.org/pdf/1211.1799v1,ACEEE International Journal on Recent Trends in Engineering & Technology 6 (2011) 111-114,none,cs.LG,Summary23272,1211.2260v1,2012-11-09T22:13:10Z,No-Regret Algorithms for Unconstrained Online Convex Optimization,"Matthew Streeter, H. Brendan McMahan",http://arxiv.org/pdf/1211.2260v1,NIPS 2012,none,cs.LG,Summary23273,1211.3046v4,2012-11-13T16:39:45Z,Recovering the Optimal Solution by Dual Random Projection,"Lijun Zhang, Mehrdad Mahdavi, Rong Jin, Tianbao Yang, Shenghuo Zhu",http://arxiv.org/pdf/1211.3046v4,No journal ref found,none,cs.LG,Summary23274,1211.5063v2,2012-11-21T15:40:11Z,On the difficulty of training Recurrent Neural Networks,"Razvan Pascanu, Tomas Mikolov, Yoshua Bengio",http://arxiv.org/pdf/1211.5063v2,No journal ref found,none,cs.LG,Summary23275,1211.6340v1,2012-11-09T09:54:29Z,An Approach of Improving Students Academic Performance by using k means clustering algorithm and Decision tree,"Md. Hedayetul Islam Shovon, Mahfuza Haque",http://arxiv.org/pdf/1211.6340v1,"International Journal of Advanced Computer Science and Applications(IJACSA),Vol. 3, No. 8, Page no. 146-149, 2012",none,cs.LG,Summary23276,1211.6581v5,2012-11-28T11:42:36Z,Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs,"Eleftherios Spyromitros-Xioufis, Grigorios Tsoumakas, William Groves, Ioannis Vlahavas",http://arxiv.org/pdf/1211.6581v5,No journal ref found,none,cs.LG,Summary23277,1301.0179v1,2013-01-02T07:13:19Z,A Novel Design Specification Distance(DSD) Based K-Mean Clustering Performace Evluation on Engineering Materials Database,"Doreswamy, K. S. Hemanth",http://arxiv.org/pdf/1301.0179v1,No journal ref found,none,cs.LG,Summary23278,1301.1936v1,2013-01-09T18:02:54Z,Risk-Aversion in Multi-armed Bandits,"Amir Sani, Alessandro Lazaric, Rémi Munos",http://arxiv.org/pdf/1301.1936v1,No journal ref found,none,cs.LG,Summary23279,1301.2012v1,2013-01-10T00:47:21Z,Error Correction in Learning using SVMs,"Srivatsan Laxman, Sushil Mittal, Ramarathnam Venkatesan",http://arxiv.org/pdf/1301.2012v1,No journal ref found,none,cs.LG,Summary23280,1301.2609v5,2013-01-11T21:24:11Z,Learning to Optimize Via Posterior Sampling,"Daniel Russo, Benjamin Van Roy",http://arxiv.org/pdf/1301.2609v5,No journal ref found,none,cs.LG,Summary23281,1301.3224v5,2013-01-15T04:39:32Z,Efficient Learning of Domain-invariant Image Representations,"Judy Hoffman, Erik Rodner, Jeff Donahue, Trevor Darrell, Kate Saenko",http://arxiv.org/pdf/1301.3224v5,No journal ref found,none,cs.LG,Summary23282,1301.3391v3,2013-01-15T16:06:11Z,Feature grouping from spatially constrained multiplicative interaction,"Felix Bauer, Roland Memisevic",http://arxiv.org/pdf/1301.3391v3,No journal ref found,none,cs.LG,Summary23283,1301.3485v2,2013-01-15T20:52:50Z,A Semantic Matching Energy Function for Learning with Multi-relational Data,"Xavier Glorot, Antoine Bordes, Jason Weston, Yoshua Bengio",http://arxiv.org/pdf/1301.3485v2,No journal ref found,none,cs.LG,Summary23284,1301.3524v1,2013-01-15T22:51:40Z,How good is the Electricity benchmark for evaluating concept drift adaptation,Indre Zliobaite,http://arxiv.org/pdf/1301.3524v1,No journal ref found,none,cs.LG,Summary23285,1301.3539v1,2013-01-16T01:07:38Z,Learning Features with Structure-Adapting Multi-view Exponential Family Harmoniums,"Yoonseop Kang, Seungjin Choi",http://arxiv.org/pdf/1301.3539v1,No journal ref found,none,cs.LG,Summary23286,1301.3577v3,2013-01-16T04:07:46Z,Saturating Auto-Encoders,"Rostislav Goroshin, Yann LeCun",http://arxiv.org/pdf/1301.3577v3,No journal ref found,none,cs.LG,Summary23287,1301.3630v4,2013-01-16T09:01:47Z,Behavior Pattern Recognition using A New Representation Model,"Qifeng Qiao, Peter A. Beling",http://arxiv.org/pdf/1301.3630v4,No journal ref found,none,cs.LG,Summary23288,1301.3753v2,2013-01-16T17:04:10Z,Switched linear encoding with rectified linear autoencoders,"Leif Johnson, Craig Corcoran",http://arxiv.org/pdf/1301.3753v2,No journal ref found,none,cs.LG,Summary23289,1301.3816v1,2013-01-16T20:16:02Z,Learning Output Kernels for Multi-Task Problems,Francesco Dinuzzo,http://arxiv.org/pdf/1301.3816v1,No journal ref found,none,cs.LG,Summary23290,1301.5160v2,2013-01-22T11:59:04Z,See the Tree Through the Lines: The Shazoo Algorithm -- Full Version --,"Fabio Vitale, Nicolo Cesa-Bianchi, Claudio Gentile, Giovanni Zappella",http://arxiv.org/pdf/1301.5160v2,No journal ref found,none,cs.LG,Summary23291,1301.6058v1,2013-01-25T15:09:39Z,Weighted Last-Step Min-Max Algorithm with Improved Sub-Logarithmic Regret,"Edward Moroshko, Koby Crammer",http://arxiv.org/pdf/1301.6058v1,No journal ref found,none,cs.LG,Summary23292,1301.6316v3,2013-01-27T04:51:21Z,Hierarchical Data Representation Model - Multi-layer NMF,"Hyun Ah Song, Soo-Young Lee",http://arxiv.org/pdf/1301.6316v3,No journal ref found,none,cs.LG,Summary23293,1301.6659v4,2013-01-28T20:01:57Z,Clustering-Based Matrix Factorization,"Nima Mirbakhsh, Charles X. Ling",http://arxiv.org/pdf/1301.6659v4,No journal ref found,none,cs.LG,Summary23294,1304.0740v1,2013-04-02T19:11:23Z,O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions,"Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He",http://arxiv.org/pdf/1304.0740v1,No journal ref found,none,cs.LG,Summary23295,1304.1192v1,2013-04-03T21:14:50Z,Efficient Distance Metric Learning by Adaptive Sampling and Mini-Batch Stochastic Gradient Descent (SGD),"Qi Qian, Rong Jin, Jinfeng Yi, Lijun Zhang, Shenghuo Zhu",http://arxiv.org/pdf/1304.1192v1,No journal ref found,none,cs.LG,Summary23296,1304.1391v1,2013-04-04T15:08:31Z,Fast SVM training using approximate extreme points,"Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi",http://arxiv.org/pdf/1304.1391v1,No journal ref found,none,cs.LG,Summary23297,1304.2994v3,2013-04-10T15:26:13Z,A Generalized Online Mirror Descent with Applications to Classification and Regression,"Francesco Orabona, Koby Crammer, Nicolò Cesa-Bianchi",http://arxiv.org/pdf/1304.2994v3,"Machine Learning June 2015, Volume 99, Issue 3, pp 411-435",none,cs.LG,Summary23298,1304.3840v1,2013-04-13T20:19:25Z,A New Homogeneity Inter-Clusters Measure in SemiSupervised Clustering,"Badreddine Meftahi, Ourida Ben Boubaker Saidi",http://arxiv.org/pdf/1304.3840v1,"journal = {International Journal of Computer Applications}, year = {2013}, volume = {66}, number = {24}, pages = {37-45}, month = {March}, note = {Published by Foundation of Computer Science, New York, USA}",none,cs.LG,Summary23299,1304.5634v1,2013-04-20T14:43:35Z,A Survey on Multi-view Learning,"Chang Xu, Dacheng Tao, Chao Xu",http://arxiv.org/pdf/1304.5634v1,No journal ref found,none,cs.LG,Summary23300,1304.5793v4,2013-04-21T20:03:23Z,Continuum armed bandit problem of few variables in high dimensions,"Hemant Tyagi, Bernd Gärtner",http://arxiv.org/pdf/1304.5793v4,No journal ref found,none,cs.LG,Summary23301,1304.7158v1,2013-04-26T13:28:47Z,Irreflexive and Hierarchical Relations as Translations,"Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko",http://arxiv.org/pdf/1304.7158v1,No journal ref found,none,cs.LG,Summary23302,1304.7576v1,2013-04-29T07:16:54Z,Fractal structures in Adversarial Prediction,"Rina Panigrahy, Preyas Popat",http://arxiv.org/pdf/1304.7576v1,No journal ref found,none,cs.LG,Summary23303,1307.0253v1,2013-07-01T01:09:25Z,Exploratory Learning,"Bhavana Dalvi, William W. Cohen, Jamie Callan",http://arxiv.org/pdf/1307.0253v1,No journal ref found,none,cs.LG,Summary23304,1307.2118v1,2013-07-08T15:03:03Z,A PAC-Bayesian Tutorial with A Dropout Bound,David McAllester,http://arxiv.org/pdf/1307.2118v1,No journal ref found,none,cs.LG,Summary23305,1307.3675v1,2013-07-13T19:38:09Z,Minimum Error Rate Training and the Convex Hull Semiring,Chris Dyer,http://arxiv.org/pdf/1307.3675v1,No journal ref found,none,cs.LG,Summary23306,1307.5101v3,2013-07-18T23:55:55Z,Large-scale Multi-label Learning with Missing Labels,"Hsiang-Fu Yu, Prateek Jain, Purushottam Kar, Inderjit S. Dhillon",http://arxiv.org/pdf/1307.5101v3,No journal ref found,none,cs.LG,Summary23307,1307.5438v3,2013-07-20T16:40:46Z,Towards Distribution-Free Multi-Armed Bandits with Combinatorial Strategies,"Xiang-yang Li, Shaojie Tang, Yaqin Zhou",http://arxiv.org/pdf/1307.5438v3,No journal ref found,none,cs.LG,Summary23308,1307.5497v1,2013-07-21T06:06:13Z,A scalable stage-wise approach to large-margin multi-class loss based boosting,"Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel",http://arxiv.org/pdf/1307.5497v1,No journal ref found,none,cs.LG,Summary23309,1307.5730v1,2013-07-22T14:36:03Z,A New Strategy of Cost-Free Learning in the Class Imbalance Problem,"Xiaowan Zhang, Bao-Gang Hu",http://arxiv.org/pdf/1307.5730v1,No journal ref found,none,cs.LG,Summary23310,1307.6814v1,2013-07-25T17:07:39Z,A Propound Method for the Improvement of Cluster Quality,"Shveta Kundra Bhatia, V. S. Dixit",http://arxiv.org/pdf/1307.6814v1,"IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 2, July 2012 ISSN (Online): 1694-0814",none,cs.LG,Summary23311,1307.8187v2,2013-07-31T01:49:50Z,Towards Minimax Online Learning with Unknown Time Horizon,"Haipeng Luo, Robert E. Schapire",http://arxiv.org/pdf/1307.8187v2,No journal ref found,none,cs.LG,Summary23312,1307.8305v1,2013-07-31T12:38:20Z,The Planning-ahead SMO Algorithm,Tobias Glasmachers,http://arxiv.org/pdf/1307.8305v1,No journal ref found,none,cs.LG,Summary23313,1309.0489v3,2013-09-02T19:29:34Z,Relative Comparison Kernel Learning with Auxiliary Kernels,"Eric Heim, Hamed Valizadegan, Milos Hauskrecht",http://arxiv.org/pdf/1309.0489v3,No journal ref found,none,cs.LG,Summary23314,1309.3697v1,2013-09-14T19:56:58Z,Group Learning and Opinion Diffusion in a Broadcast Network,"Yang Liu, Mingyan Liu",http://arxiv.org/pdf/1309.3697v1,No journal ref found,none,cs.LG,Summary23315,1309.3877v1,2013-09-16T09:39:25Z,A Metric-learning based framework for Support Vector Machines and Multiple Kernel Learning,"Huyen Do, Alexandros Kalousis",http://arxiv.org/pdf/1309.3877v1,No journal ref found,none,cs.LG,Summary23316,1309.5605v1,2013-09-22T14:46:15Z,Stochastic Bound Majorization,"Anna Choromanska, Tony Jebara",http://arxiv.org/pdf/1309.5605v1,No journal ref found,none,cs.LG,Summary23317,1309.5823v1,2013-09-23T14:39:48Z,A Kernel Classification Framework for Metric Learning,"Faqiang Wang, Wangmeng Zuo, Lei Zhang, Deyu Meng, David Zhang",http://arxiv.org/pdf/1309.5823v1,No journal ref found,none,cs.LG,Summary23318,1309.5904v1,2013-09-23T18:14:02Z,Fenchel Duals for Drifting Adversaries,"Suman K Bera, Anamitra R Choudhury, Syamantak Das, Sambuddha Roy, Jayram S. Thatchachar",http://arxiv.org/pdf/1309.5904v1,No journal ref found,none,cs.LG,Summary23319,1309.7598v1,2013-09-29T13:48:52Z,On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations,"Tamir Hazan, Subhransu Maji, Tommi Jaakkola",http://arxiv.org/pdf/1309.7598v1,No journal ref found,none,cs.LG,Summary23320,1309.7750v2,2013-09-30T08:24:14Z,An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier,"Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos",http://arxiv.org/pdf/1309.7750v2,No journal ref found,none,cs.LG,Summary23321,1309.7982v1,2013-09-26T14:44:10Z,On the Feature Discovery for App Usage Prediction in Smartphones,"Zhung-Xun Liao, Shou-Chung Li, Wen-Chih Peng, Philip S Yu",http://arxiv.org/pdf/1309.7982v1,No journal ref found,none,cs.LG,Summary23322,1310.1177v2,2013-10-04T06:18:59Z,Clustering on Multiple Incomplete Datasets via Collective Kernel Learning,"Weixiang Shao, Xiaoxiao Shi, Philip S. Yu",http://arxiv.org/pdf/1310.1177v2,No journal ref found,none,cs.LG,Summary23323,1310.2049v1,2013-10-08T09:03:28Z,Fast Multi-Instance Multi-Label Learning,"Sheng-Jun Huang, Zhi-Hua Zhou",http://arxiv.org/pdf/1310.2049v1,No journal ref found,none,cs.LG,Summary23324,1310.2646v1,2013-10-09T22:24:28Z,Localized Iterative Methods for Interpolation in Graph Structured Data,"Sunil K. Narang, Akshay Gadde, Eduard Sanou, Antonio Ortega",http://arxiv.org/pdf/1310.2646v1,No journal ref found,none,cs.LG,Summary23325,1310.2959v2,2013-10-10T20:30:06Z,Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch,"Partha Pratim Talukdar, William Cohen",http://arxiv.org/pdf/1310.2959v2,No journal ref found,none,cs.LG,Summary23326,1310.4977v1,2013-10-18T11:37:33Z,Learning Tensors in Reproducing Kernel Hilbert Spaces with Multilinear Spectral Penalties,"Marco Signoretto, Lieven De Lathauwer, Johan A. K. Suykens",http://arxiv.org/pdf/1310.4977v1,No journal ref found,none,cs.LG,Summary23327,1310.5008v1,2013-10-17T04:17:20Z,Thompson Sampling in Dynamic Systems for Contextual Bandit Problems,"Tianbing Xu, Yaming Yu, John Turner, Amelia Regan",http://arxiv.org/pdf/1310.5008v1,No journal ref found,none,cs.LG,Summary23328,1310.5249v1,2013-10-19T17:24:39Z,Graph-Based Approaches to Clustering Network-Constrained Trajectory Data,"Mohamed Khalil El Mahrsi, Fabrice Rossi",http://arxiv.org/pdf/1310.5249v1,"New Frontiers in Mining Complex Patterns, Appice, Annalisa and Ceci, Michelangelo and Loglisci, Corrado and Manco, Giuseppe and Masciari, Elio and Ras, Zbigniew (Ed.) (2013) 124-137",none,cs.LG,Summary23329,1310.5393v1,2013-10-21T01:06:56Z,Multi-Task Regularization with Covariance Dictionary for Linear Classifiers,"Fanyi Xiao, Ruikun Luo, Zhiding Yu",http://arxiv.org/pdf/1310.5393v1,No journal ref found,none,cs.LG,Summary23330,1310.5665v3,2013-10-21T18:27:25Z,Learning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserve,"Mehryar Mohri, Andres Muñoz Medina",http://arxiv.org/pdf/1310.5665v3,No journal ref found,none,cs.LG,Summary23331,1310.5796v4,2013-10-22T04:28:12Z,Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions,"Corinna Cortes, Spencer Greenberg, Mehryar Mohri",http://arxiv.org/pdf/1310.5796v4,No journal ref found,none,cs.LG,Summary23332,1310.6007v3,2013-10-22T18:44:29Z,Efficient Optimization for Sparse Gaussian Process Regression,"Yanshuai Cao, Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann",http://arxiv.org/pdf/1310.6007v3,No journal ref found,none,cs.LG,Summary23333,1310.6304v2,2013-10-23T17:33:26Z,Combining Structured and Unstructured Randomness in Large Scale PCA,"Nikos Karampatziakis, Paul Mineiro",http://arxiv.org/pdf/1310.6304v2,No journal ref found,none,cs.LG,Summary23334,1310.7795v1,2013-10-29T13:18:41Z,An Unsupervised Feature Learning Approach to Improve Automatic Incident Detection,"Jimmy SJ. Ren, Wei Wang, Jiawei Wang, Stephen Liao",http://arxiv.org/pdf/1310.7795v1,No journal ref found,none,cs.LG,Summary23335,1310.8418v4,2013-10-31T08:00:21Z,An efficient distributed learning algorithm based on effective local functional approximations,"Dhruv Mahajan, Nikunj Agrawal, S. Sathiya Keerthi, S. Sundararajan, Leon Bottou",http://arxiv.org/pdf/1310.8418v4,No journal ref found,none,cs.LG,Summary23336,1310.8428v2,2013-10-31T09:00:39Z,Multilabel Classification through Random Graph Ensembles,"Hongyu Su, Juho Rousu",http://arxiv.org/pdf/1310.8428v2,"JMLR: Workshop and Conference Proceedings 29:404--418, 2013",none,cs.LG,Summary23337,1311.0202v1,2013-10-17T03:44:18Z,A systematic comparison of supervised classifiers,"D. R. Amancio, C. H. Comin, D. Casanova, G. Travieso, O. M. Bruno, F. A. Rodrigues, L. da F. Costa",http://arxiv.org/pdf/1311.0202v1,"PLoS ONE 9 (4): e94137, 2014",none,cs.LG,Summary23338,1311.0800v1,2013-11-04T18:19:25Z,Distributed Exploration in Multi-Armed Bandits,"Eshcar Hillel, Zohar Karnin, Tomer Koren, Ronny Lempel, Oren Somekh",http://arxiv.org/pdf/1311.0800v1,No journal ref found,none,cs.LG,Summary23339,1311.0914v1,2013-11-04T22:06:40Z,A Divide-and-Conquer Solver for Kernel Support Vector Machines,"Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon",http://arxiv.org/pdf/1311.0914v1,No journal ref found,none,cs.LG,Summary23340,1311.0989v2,2013-11-05T08:46:26Z,Large Margin Distribution Machine,"Teng Zhang, Zhi-Hua Zhou",http://arxiv.org/pdf/1311.0989v2,No journal ref found,none,cs.LG,Summary23341,1311.1958v3,2013-11-07T12:14:24Z,Constructing Time Series Shape Association Measures: Minkowski Distance and Data Standardization,Ildar Batyrshin,http://arxiv.org/pdf/1311.1958v3,"Published in Proceedings of BRICS CCI 2013, Porto de Galinhas, Brasil, 8-11 September 2013",none,cs.LG,Summary23342,1311.2097v3,2013-11-08T22:25:26Z,Risk-sensitive Reinforcement Learning,"Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer",http://arxiv.org/pdf/1311.2097v3,"Neural Computation, Vol. 26, Nr. 7, pp. 1298--1328, 2014",none,cs.LG,Summary23343,1311.2115v7,2013-11-09T00:54:37Z,Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods,"Jascha Sohl-Dickstein, Ben Poole, Surya Ganguli",http://arxiv.org/pdf/1311.2115v7,No journal ref found,none,cs.LG,Summary23344,1311.2137v1,2013-11-09T06:15:15Z,A Structured Prediction Approach for Missing Value Imputation,"Rahul Kidambi, Vinod Nair, Sundararajan Sellamanickam, S. Sathiya Keerthi",http://arxiv.org/pdf/1311.2137v1,No journal ref found,none,cs.LG,Summary23345,1311.2139v1,2013-11-09T06:47:22Z,Large Margin Semi-supervised Structured Output Learning,"P. Balamurugan, Shirish Shevade, Sundararajan Sellamanickam",http://arxiv.org/pdf/1311.2139v1,No journal ref found,none,cs.LG,Summary23346,1311.2271v1,2013-11-10T13:28:19Z,More data speeds up training time in learning halfspaces over sparse vectors,"Amit Daniely, Nati Linial, Shai Shalev Shwartz",http://arxiv.org/pdf/1311.2271v1,No journal ref found,none,cs.LG,Summary23347,1311.2276v1,2013-11-10T14:17:47Z,A Quantitative Evaluation Framework for Missing Value Imputation Algorithms,"Vinod Nair, Rahul Kidambi, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke, Vijay Narayanan",http://arxiv.org/pdf/1311.2276v1,No journal ref found,none,cs.LG,Summary23348,1311.2334v4,2013-11-11T02:37:16Z,Embed and Conquer: Scalable Embeddings for Kernel k-Means on MapReduce,"Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray",http://arxiv.org/pdf/1311.2334v4,No journal ref found,none,cs.LG,Summary23349,1311.2378v1,2013-11-11T08:26:09Z,An Empirical Evaluation of Sequence-Tagging Trainers,"P. Balamurugan, Shirish Shevade, S. Sundararajan, S. S Keerthi",http://arxiv.org/pdf/1311.2378v1,No journal ref found,none,cs.LG,Summary23350,1311.2987v1,2013-11-13T00:11:09Z,Learning Input and Recurrent Weight Matrices in Echo State Networks,"Hamid Palangi, Li Deng, Rabab K Ward",http://arxiv.org/pdf/1311.2987v1,No journal ref found,none,cs.LG,Summary23351,1311.3157v1,2013-11-12T17:25:29Z,Multiple Closed-Form Local Metric Learning for K-Nearest Neighbor Classifier,Jianbo Ye,http://arxiv.org/pdf/1311.3157v1,No journal ref found,none,cs.LG,Summary23352,1311.4235v1,2013-11-18T00:48:14Z,On the definition of a general learning system with user-defined operators,"Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, María-José Ramírez-Quintana",http://arxiv.org/pdf/1311.4235v1,No journal ref found,none,cs.LG,Summary23353,1311.4486v2,2013-11-18T18:41:20Z,Discriminative Density-ratio Estimation,"Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel",http://arxiv.org/pdf/1311.4486v2,No journal ref found,none,cs.LG,Summary23354,1311.5068v1,2013-11-20T14:31:00Z,Gromov-Hausdorff stability of linkage-based hierarchical clustering methods,A. Martínez-Pérez,http://arxiv.org/pdf/1311.5068v1,No journal ref found,none,cs.LG,Summary23355,1311.5636v1,2013-11-22T01:49:26Z,Learning Non-Linear Feature Maps,"Dimitrios Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes",http://arxiv.org/pdf/1311.5636v1,No journal ref found,none,cs.LG,Summary23356,1311.6041v3,2013-11-23T19:19:37Z,No Free Lunch Theorem and Bayesian probability theory: two sides of the same coin. Some implications for black-box optimization and metaheuristics,Loris Serafino,http://arxiv.org/pdf/1311.6041v3,No journal ref found,none,cs.LG,Summary23357,1311.6184v4,2013-11-24T23:28:49Z,Bounding the Test Log-Likelihood of Generative Models,"Yoshua Bengio, Li Yao, Kyunghyun Cho",http://arxiv.org/pdf/1311.6184v4,No journal ref found,none,cs.LG,Summary23358,1311.6211v1,2013-11-25T05:27:41Z,Novelty Detection Under Multi-Instance Multi-Label Framework,"Qi Lou, Raviv Raich, Forrest Briggs, Xiaoli Z. Fern",http://arxiv.org/pdf/1311.6211v1,No journal ref found,none,cs.LG,Summary23359,1311.6396v2,2013-11-25T18:36:26Z,A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds,"N. Denizcan Vanli, Suleyman S. Kozat",http://arxiv.org/pdf/1311.6396v2,No journal ref found,none,cs.LG,Summary23360,1311.6556v2,2013-11-26T05:13:18Z,Double Ramp Loss Based Reject Option Classifier,"Naresh Manwani, Kalpit Desai, Sanand Sasidharan, Ramasubramanian Sundararajan",http://arxiv.org/pdf/1311.6556v2,No journal ref found,none,cs.LG,Summary23361,1311.6809v1,2013-11-26T10:02:20Z,A Novel Family of Adaptive Filtering Algorithms Based on The Logarithmic Cost,"Muhammed O. Sayin, N. Denizcan Vanli, Suleyman S. Kozat",http://arxiv.org/pdf/1311.6809v1,No journal ref found,none,cs.LG,Summary23362,1311.7385v3,2013-11-28T17:44:45Z,Algorithmic Identification of Probabilities,"Paul M. B. Vitanyi, Nick Chater",http://arxiv.org/pdf/1311.7385v3,No journal ref found,none,cs.LG,Summary23363,1311.7679v1,2013-11-29T20:01:10Z,Combination of Diverse Ranking Models for Personalized Expedia Hotel Searches,"Xudong Liu, Bing Xu, Yuyu Zhang, Qiang Yan, Liang Pang, Qiang Li, Hanxiao Sun, Bin Wang",http://arxiv.org/pdf/1311.7679v1,No journal ref found,none,cs.LG,Summary23364,1312.0048v1,2013-11-30T01:07:25Z,Stochastic Optimization of Smooth Loss,Rong Jin,http://arxiv.org/pdf/1312.0048v1,No journal ref found,none,cs.LG,Summary23365,1312.0412v1,2013-12-02T10:58:01Z,Practical Collapsed Stochastic Variational Inference for the HDP,Arnim Bleier,http://arxiv.org/pdf/1312.0412v1,No journal ref found,none,cs.LG,Summary23366,1312.0512v2,2013-12-02T16:47:10Z,Sensing-Aware Kernel SVM,"Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl",http://arxiv.org/pdf/1312.0512v2,No journal ref found,none,cs.LG,Summary23367,1312.0579v1,2013-12-02T20:26:41Z,SpeedMachines: Anytime Structured Prediction,"Alexander Grubb, Daniel Munoz, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1312.0579v1,No journal ref found,none,cs.LG,Summary23368,1312.0786v2,2013-12-03T11:59:57Z,Image Representation Learning Using Graph Regularized Auto-Encoders,"Yiyi Liao, Yue Wang, Yong Liu",http://arxiv.org/pdf/1312.0786v2,No journal ref found,none,cs.LG,Summary23369,1312.1121v1,2013-12-04T11:57:53Z,Interpreting random forest classification models using a feature contribution method,"Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu",http://arxiv.org/pdf/1312.1121v1,No journal ref found,none,cs.LG,Summary23370,1312.1530v2,2013-12-05T13:00:23Z,Bandit Online Optimization Over the Permutahedron,"Nir Ailon, Kohei Hatano, Eiji Takimoto",http://arxiv.org/pdf/1312.1530v2,No journal ref found,none,cs.LG,Summary23371,1312.1737v1,2013-12-05T23:53:45Z,Curriculum Learning for Handwritten Text Line Recognition,"Jérôme Louradour, Christopher Kermorvant",http://arxiv.org/pdf/1312.1737v1,No journal ref found,none,cs.LG,Summary23372,1312.1847v2,2013-12-06T12:55:05Z,Understanding Deep Architectures using a Recursive Convolutional Network,"David Eigen, Jason Rolfe, Rob Fergus, Yann LeCun",http://arxiv.org/pdf/1312.1847v2,No journal ref found,none,cs.LG,Summary23373,1312.2451v1,2013-12-06T18:25:15Z,CEAI: CCM based Email Authorship Identification Model,"Sarwat Nizamani, Nasrullah Memon",http://arxiv.org/pdf/1312.2451v1,"Egyptian Informatics Journal,Volume 14, Issue 3, November 2013",none,cs.LG,Summary23374,1312.2578v2,2013-12-09T20:58:16Z,Kernel-based Distance Metric Learning in the Output Space,"Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1312.2578v2,No journal ref found,none,cs.LG,Summary23375,1312.2606v1,2013-12-09T21:27:23Z,Multi-Task Classification Hypothesis Space with Improved Generalization Bounds,"Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1312.2606v1,No journal ref found,none,cs.LG,Summary23376,1312.2789v1,2013-12-10T13:16:02Z,Performance Analysis Of Regularized Linear Regression Models For Oxazolines And Oxazoles Derivitive Descriptor Dataset,"Doreswamy, Chanabasayya . M. Vastrad",http://arxiv.org/pdf/1312.2789v1,"published International Journal of Computational Science and Information Technology (IJCSITY) Vol.1, No.4, November 2013",none,cs.LG,Summary23377,1312.2936v1,2013-12-10T20:36:04Z,Active Player Modelling,"Julian Togelius, Noor Shaker, Georgios N. Yannakakis",http://arxiv.org/pdf/1312.2936v1,No journal ref found,none,cs.LG,Summary23378,1312.3388v1,2013-12-12T02:46:07Z,Online Bayesian Passive-Aggressive Learning,"Tianlin Shi, Jun Zhu",http://arxiv.org/pdf/1312.3388v1,No journal ref found,none,cs.LG,Summary23379,1312.3393v2,2013-12-12T03:08:46Z,Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem,"Masrour Zoghi, Shimon Whiteson, Remi Munos, Maarten de Rijke",http://arxiv.org/pdf/1312.3393v2,No journal ref found,none,cs.LG,Summary23380,1312.3811v1,2013-12-13T14:10:30Z,Efficient Baseline-free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE,Frank Sehnke,http://arxiv.org/pdf/1312.3811v1,No journal ref found,none,cs.LG,Summary23381,1312.4209v1,2013-12-15T23:40:49Z,Feature Graph Architectures,"Richard Davis, Sanjay Chawla, Philip Leong",http://arxiv.org/pdf/1312.4209v1,No journal ref found,none,cs.LG,Summary23382,1312.4314v3,2013-12-16T11:15:10Z,Learning Factored Representations in a Deep Mixture of Experts,"David Eigen, MarcAurelio Ranzato, Ilya Sutskever",http://arxiv.org/pdf/1312.4314v3,No journal ref found,none,cs.LG,Summary23383,1312.4405v1,2013-12-16T15:40:05Z,Learning Deep Representations By Distributed Random Samplings,Xiao-Lei Zhang,http://arxiv.org/pdf/1312.4405v1,No journal ref found,none,cs.LG,Summary23384,1312.4461v4,2013-12-16T18:58:34Z,Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks,"Andrew Davis, Itamar Arel",http://arxiv.org/pdf/1312.4461v4,No journal ref found,none,cs.LG,Summary23385,1312.4599v1,2013-12-17T00:32:43Z,Evolution and Computational Learning Theory: A survey on Valiants paper,Arka Bhattacharya,http://arxiv.org/pdf/1312.4599v1,No journal ref found,none,cs.LG,Summary23386,1312.4986v1,2013-12-17T22:12:52Z,A Comparative Evaluation of Curriculum Learning with Filtering and Boosting,"Michael R. Smith, Tony Martinez",http://arxiv.org/pdf/1312.4986v1,No journal ref found,none,cs.LG,Summary23387,1312.5021v1,2013-12-18T02:10:21Z,Efficient Online Bootstrapping for Large Scale Learning,"Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li, John Langford",http://arxiv.org/pdf/1312.5021v1,No journal ref found,none,cs.LG,Summary23388,1312.5419v3,2013-12-19T06:53:24Z,Large-scale Multi-label Text Classification - Revisiting Neural Networks,"Jinseok Nam, Jungi Kim, Eneldo Loza Mencía, Iryna Gurevych, Johannes Fürnkranz",http://arxiv.org/pdf/1312.5419v3,No journal ref found,none,cs.LG,Summary23389,1312.5602v1,2013-12-19T16:00:08Z,Playing Atari with Deep Reinforcement Learning,"Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller",http://arxiv.org/pdf/1312.5602v1,No journal ref found,none,cs.LG,Summary23390,1312.5650v3,2013-12-19T17:30:31Z,Zero-Shot Learning by Convex Combination of Semantic Embeddings,"Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S. Corrado, Jeffrey Dean",http://arxiv.org/pdf/1312.5650v3,No journal ref found,none,cs.LG,Summary23391,1312.5663v2,2013-12-19T17:46:46Z,k-Sparse Autoencoders,"Alireza Makhzani, Brendan Frey",http://arxiv.org/pdf/1312.5663v2,No journal ref found,none,cs.LG,Summary23392,1312.5869v2,2013-12-20T10:16:13Z,Principled Non-Linear Feature Selection,"Dimitrios Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes",http://arxiv.org/pdf/1312.5869v2,No journal ref found,none,cs.LG,Summary23393,1312.5946v2,2013-12-20T14:08:48Z,Simple Methods for Initializing the EM Algorithm for Gaussian Mixture Models,"Johannes Blömer, Kathrin Bujna",http://arxiv.org/pdf/1312.5946v2,No journal ref found,none,cs.LG,Summary23394,1312.6042v4,2013-12-20T17:03:50Z,Learning States Representations in POMDP,"Gabriella Contardo, Ludovic Denoyer, Thierry Artieres, Patrick Gallinari",http://arxiv.org/pdf/1312.6042v4,No journal ref found,none,cs.LG,Summary23395,1312.6055v3,2013-12-20T17:44:06Z,Unit Tests for Stochastic Optimization,"Tom Schaul, Ioannis Antonoglou, David Silver",http://arxiv.org/pdf/1312.6055v3,No journal ref found,none,cs.LG,Summary23396,1312.6062v2,2013-12-20T18:14:44Z,Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error,"David Buchaca, Enrique Romero, Ferran Mazzanti, Jordi Delgado",http://arxiv.org/pdf/1312.6062v2,No journal ref found,none,cs.LG,Summary23397,1312.6086v1,2013-12-20T19:33:26Z,The return of AdaBoost.MH: multi-class Hamming trees,Balázs Kégl,http://arxiv.org/pdf/1312.6086v1,No journal ref found,none,cs.LG,Summary23398,1312.6117v2,2013-12-19T21:45:10Z,"Comparison three methods of clustering: k-means, spectral clustering and hierarchical clustering",Kamran Kowsari,http://arxiv.org/pdf/1312.6117v2,No journal ref found,none,cs.LG,Summary23399,1312.6190v2,2013-12-21T01:50:08Z,Adaptive Feature Ranking for Unsupervised Transfer Learning,"Son N. Tran, Artur dAvila Garcez",http://arxiv.org/pdf/1312.6190v2,No journal ref found,none,cs.LG,Summary23400,1312.6282v1,2013-12-21T18:10:59Z,Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning,"François Denis, Mattias Gybels, Amaury Habrard",http://arxiv.org/pdf/1312.6282v1,No journal ref found,none,cs.LG,Summary23401,1312.6712v1,2013-12-23T22:15:59Z,Invariant Factorization Of Time-Series,"Josif Grabocka, Lars Schmidt-Thieme",http://arxiv.org/pdf/1312.6712v1,No journal ref found,none,cs.LG,Summary23402,1312.6807v1,2013-12-24T12:24:30Z,Iterative Nearest Neighborhood Oversampling in Semisupervised Learning from Imbalanced Data,"Fengqi Li, Chuang Yu, Nanhai Yang, Feng Xia, Guangming Li, Fatemeh Kaveh-Yazdy",http://arxiv.org/pdf/1312.6807v1,"The Scientific World Journal, Volume 2013, Article ID 875450, 2013",none,cs.LG,Summary23403,1312.7381v2,2013-12-28T02:08:53Z,Rate-Distortion Auto-Encoders,"Luis G. Sanchez Giraldo, Jose C. Principe",http://arxiv.org/pdf/1312.7381v2,No journal ref found,none,cs.LG,Summary23404,1401.0044v1,2013-12-30T22:40:50Z,Approximating the Bethe partition function,"Adrian Weller, Tony Jebara",http://arxiv.org/pdf/1401.0044v1,No journal ref found,none,cs.LG,Summary23405,1401.0116v1,2013-12-31T09:13:09Z,Controlled Sparsity Kernel Learning,"Dinesh Govindaraj, Raman Sankaran, Sreedal Menon, Chiranjib Bhattacharyya",http://arxiv.org/pdf/1401.0116v1,No journal ref found,none,cs.LG,Summary23406,1401.0362v3,2014-01-02T03:12:28Z,EigenGP: Gaussian Process Models with Adaptive Eigenfunctions,"Hao Peng, Yuan Qi",http://arxiv.org/pdf/1401.0362v3,No journal ref found,none,cs.LG,Summary23407,1401.1123v1,2014-01-06T15:53:25Z,Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits,"Nicolas Galichet, Michèle Sebag, Olivier Teytaud",http://arxiv.org/pdf/1401.1123v1,"Asian Conference on Machine Learning 2013, Canberra : Australia (2013)",none,cs.LG,Summary23408,1401.1880v2,2014-01-09T01:50:09Z,DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation,"Elad Liebman, Maytal Saar-Tsechansky, Peter Stone",http://arxiv.org/pdf/1401.1880v2,No journal ref found,none,cs.LG,Summary23409,1401.2411v1,2014-01-10T17:36:23Z,"Clustering, Coding, and the Concept of Similarity",L. Thorne McCarty,http://arxiv.org/pdf/1401.2411v1,No journal ref found,none,cs.LG,Summary23410,1401.3429v1,2014-01-15T04:46:37Z,Latent Tree Models and Approximate Inference in Bayesian Networks,"Yi Wang, Nevin L. Zhang, Tao Chen",http://arxiv.org/pdf/1401.3429v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 879-900, 2008",none,cs.LG,Summary23411,1401.3434v1,2014-01-15T04:50:50Z,Adaptive Stochastic Resource Control: A Machine Learning Approach,"Balázs Csanád Csáji, László Monostori",http://arxiv.org/pdf/1401.3434v1,"Journal Of Artificial Intelligence Research, Volume 32, pages 453-486, 2008",none,cs.LG,Summary23412,1401.3447v1,2014-01-15T05:09:07Z,"Anytime Induction of Low-cost, Low-error Classifiers: a Sampling-based Approach","Saher Esmeir, Shaul Markovitch",http://arxiv.org/pdf/1401.3447v1,"Journal Of Artificial Intelligence Research, Volume 33, pages 1-31, 2008",none,cs.LG,Summary23413,1401.3880v1,2014-01-16T05:12:21Z,Regression Conformal Prediction with Nearest Neighbours,"Harris Papadopoulos, Vladimir Vovk, Alex Gammerman",http://arxiv.org/pdf/1401.3880v1,"Journal Of Artificial Intelligence Research, Volume 40, pages 815-840, 2011",none,cs.LG,Summary23414,1401.4143v1,2014-01-16T19:49:02Z,Convex Optimization for Binary Classifier Aggregation in Multiclass Problems,"Sunho Park, TaeHyun Hwang, Seungjin Choi",http://arxiv.org/pdf/1401.4143v1,No journal ref found,none,cs.LG,Summary23415,1401.5136v1,2014-01-21T01:16:44Z,A Unifying Framework for Typical Multi-Task Multiple Kernel Learning Problems,"Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1401.5136v1,No journal ref found,none,cs.LG,Summary23416,1401.6240v1,2014-01-24T01:57:42Z,Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II),"Shaobo Lin, Xia Liu, Jian Fang, Zongben Xu",http://arxiv.org/pdf/1401.6240v1,No journal ref found,none,cs.LG,Summary23417,1401.6376v1,2014-01-24T15:36:09Z,Steady-state performance of non-negative least-mean-square algorithm and its variants,"Jie Chen, José Carlos M. Bermudez, Cédric Richard",http://arxiv.org/pdf/1401.6376v1,No journal ref found,none,cs.LG,Summary23418,1401.6421v1,2014-01-23T02:42:39Z,Riffled Independence for Efficient Inference with Partial Rankings,"Jonathan Huang, Ashish Kapoor, Carlos Guestrin",http://arxiv.org/pdf/1401.6421v1,"Journal Of Artificial Intelligence Research, Volume 44, pages 491-532, 2012",none,cs.LG,Summary23419,1401.6424v1,2014-01-23T02:46:53Z,Toward Supervised Anomaly Detection,"Nico Goernitz, Marius Micha Kloft, Konrad Rieck, Ulf Brefeld",http://arxiv.org/pdf/1401.6424v1,"Journal Of Artificial Intelligence Research, Volume 46, pages 235-262, 2013",none,cs.LG,Summary23420,1405.0792v1,2014-05-05T06:49:05Z,On Exact Learning Monotone DNF from Membership Queries,"Hasan Abasi, Nader H. Bshouty, Hanna Mazzawi",http://arxiv.org/pdf/1405.0792v1,No journal ref found,none,cs.LG,Summary23421,1405.1503v3,2014-05-07T04:39:01Z,Adaptation Algorithm and Theory Based on Generalized Discrepancy,"Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina",http://arxiv.org/pdf/1405.1503v3,No journal ref found,none,cs.LG,Summary23422,1405.1535v1,2014-05-07T09:06:28Z,Learning Boolean Halfspaces with Small Weights from Membership Queries,"Hasan Abasi, Ali Z. Abdi, Nader H. Bshouty",http://arxiv.org/pdf/1405.1535v1,No journal ref found,none,cs.LG,Summary23423,1405.2420v1,2014-05-10T11:23:08Z,Optimal Learners for Multiclass Problems,"Amit Daniely, Shai Shalev-Shwartz",http://arxiv.org/pdf/1405.2420v1,No journal ref found,none,cs.LG,Summary23424,1405.2476v4,2014-05-10T22:30:38Z,A Canonical Semi-Deterministic Transducer,"Achilles Beros, Colin de la Higuera",http://arxiv.org/pdf/1405.2476v4,No journal ref found,none,cs.LG,Summary23425,1405.2652v6,2014-05-12T07:45:54Z,Selecting Near-Optimal Approximate State Representations in Reinforcement Learning,"Ronald Ortner, Odalric-Ambrym Maillard, Daniil Ryabko",http://arxiv.org/pdf/1405.2652v6,No journal ref found,none,cs.LG,Summary23426,1405.3167v1,2014-05-13T14:36:59Z,"Clustering, Hamming Embedding, Generalized LSH and the Max Norm","Behnam Neyshabur, Yury Makarychev, Nathan Srebro",http://arxiv.org/pdf/1405.3167v1,No journal ref found,none,cs.LG,Summary23427,1405.3396v1,2014-05-14T08:03:08Z,Reducing Dueling Bandits to Cardinal Bandits,"Nir Ailon, Thorsten Joachims, Zohar Karnin",http://arxiv.org/pdf/1405.3396v1,No journal ref found,none,cs.LG,Summary23428,1405.3843v1,2014-05-15T13:29:27Z,Logistic Regression: Tight Bounds for Stochastic and Online Optimization,"Elad Hazan, Tomer Koren, Kfir Y. Levy",http://arxiv.org/pdf/1405.3843v1,No journal ref found,none,cs.LG,Summary23429,1405.4423v1,2014-05-17T18:20:13Z,A two-step learning approach for solving full and almost full cold start problems in dyadic prediction,"Tapio Pahikkala, Michiel Stock, Antti Airola, Tero Aittokallio, Bernard De Baets, Willem Waegeman",http://arxiv.org/pdf/1405.4423v1,No journal ref found,none,cs.LG,Summary23430,1405.4471v1,2014-05-18T08:47:58Z,Online Learning with Composite Loss Functions,"Ofer Dekel, Jian Ding, Tomer Koren, Yuval Peres",http://arxiv.org/pdf/1405.4471v1,No journal ref found,none,cs.LG,Summary23431,1405.4543v1,2014-05-18T19:54:18Z,A Distributed Algorithm for Training Nonlinear Kernel Machines,"Dhruv Mahajan, S. Sathiya Keerthi, S. Sundararajan",http://arxiv.org/pdf/1405.4543v1,No journal ref found,none,cs.LG,Summary23432,1405.4544v2,2014-05-18T20:07:41Z,A distributed block coordinate descent method for training $l_1$ regularized linear classifiers,"Dhruv Mahajan, S. Sathiya Keerthi, S. Sundararajan",http://arxiv.org/pdf/1405.4544v2,No journal ref found,none,cs.LG,Summary23433,1405.4758v1,2014-05-19T14:56:51Z,Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms,"Stefan Magureanu, Richard Combes, Alexandre Proutiere",http://arxiv.org/pdf/1405.4758v1,No journal ref found,none,cs.LG,Summary23434,1405.6076v1,2014-05-23T14:33:48Z,Online Linear Optimization via Smoothing,"Jacob Abernethy, Chansoo Lee, Abhinav Sinha, Ambuj Tewari",http://arxiv.org/pdf/1405.6076v1,JMLR 2014 W&CP,none,cs.LG,Summary23435,1405.6684v1,2014-05-26T19:00:15Z,Visualizing Random Forest with Self-Organising Map,"Piotr Płoński, Krzysztof Zaremba",http://arxiv.org/pdf/1405.6684v1,"Lecture Notes in Computer Science Volume 8468, 2014, pp 63-71",none,cs.LG,Summary23436,1405.6757v1,2014-05-26T23:11:40Z,Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces,"Sridhar Mahadevan, Bo Liu, Philip Thomas, Will Dabney, Steve Giguere, Nicholas Jacek, Ian Gemp, Ji Liu",http://arxiv.org/pdf/1405.6757v1,No journal ref found,none,cs.LG,Summary23437,1405.7430v1,2014-05-29T00:37:28Z,"BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits",Ruben Martinez-Cantin,http://arxiv.org/pdf/1405.7430v1,No journal ref found,none,cs.LG,Summary23438,1405.7471v1,2014-05-29T05:59:26Z,Effect of Different Distance Measures on the Performance of K-Means Algorithm: An Experimental Study in Matlab,"Mr. Dibya Jyoti Bora, Dr. Anil Kumar Gupta",http://arxiv.org/pdf/1405.7471v1,"International Journal of Computer Science and Information Technologies,(IJCSIT), Vol. 5 (2) , 2014, 2501-2506,ISSN 0975-9646",none,cs.LG,Summary23439,1405.7624v1,2014-05-29T17:32:29Z,Simultaneous Feature and Expert Selection within Mixture of Experts,Billy Peralta,http://arxiv.org/pdf/1405.7624v1,No journal ref found,none,cs.LG,Summary23440,1405.7897v1,2014-05-30T15:50:28Z,Flip-Flop Sublinear Models for Graphs: Proof of Theorem 1,Brijnesh Jain,http://arxiv.org/pdf/1405.7897v1,No journal ref found,none,cs.LG,Summary23441,1408.2327v7,2014-08-11T06:52:46Z,On the Consistency of Ordinal Regression Methods,"Fabian Pedregosa, Francis Bach, Alexandre Gramfort",http://arxiv.org/pdf/1408.2327v7,No journal ref found,none,cs.LG,Summary23442,1408.2368v1,2014-08-11T10:40:29Z,On the Complexity of Bandit Linear Optimization,Ohad Shamir,http://arxiv.org/pdf/1408.2368v1,No journal ref found,none,cs.LG,Summary23443,1408.2803v2,2014-08-12T18:57:48Z,Learning a hyperplane classifier by minimizing an exact bound on the VC dimension,Jayadeva,http://arxiv.org/pdf/1408.2803v2,No journal ref found,none,cs.LG,Summary23444,1408.2890v1,2014-08-13T00:41:01Z,Robust OS-ELM with a novel selective ensemble based on particle swarm optimization,"Yang Liu, Bo He, Diya Dong, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendase",http://arxiv.org/pdf/1408.2890v1,No journal ref found,none,cs.LG,Summary23445,1408.3359v1,2014-08-13T05:14:15Z,Linear Contour Learning: A Method for Supervised Dimension Reduction,"Bing Li, Hongyuan Zha, Francesca Chiaromonte",http://arxiv.org/pdf/1408.3359v1,No journal ref found,none,cs.LG,Summary23446,1408.3733v1,2014-08-16T11:11:59Z,Multi-Sensor Event Detection using Shape Histograms,"Ehtesham Hassan, Gautam Shroff, Puneet Agarwal",http://arxiv.org/pdf/1408.3733v1,No journal ref found,none,cs.LG,Summary23447,1408.4673v1,2014-08-20T14:29:11Z,Horn functions and the AFP Algorithm,Rooholah Majdodin,http://arxiv.org/pdf/1408.4673v1,No journal ref found,none,cs.LG,Summary23448,1408.4714v1,2014-08-20T16:23:53Z,Conic Multi-Task Classification,"Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1408.4714v1,No journal ref found,none,cs.LG,Summary23449,1408.5823v5,2014-08-25T16:24:43Z,Improved Distributed Principal Component Analysis,"Maria-Florina Balcan, Vandana Kanchanapally, Yingyu Liang, David Woodruff",http://arxiv.org/pdf/1408.5823v5,No journal ref found,none,cs.LG,Summary23450,1408.6027v2,2014-08-26T06:48:58Z,Label Distribution Learning,Xin Geng,http://arxiv.org/pdf/1408.6027v2,No journal ref found,none,cs.LG,Summary23451,1408.6515v3,2014-08-27T06:32:21Z,Large Scale Purchase Prediction with Historical User Actions on B2C Online Retail Platform,"Yuyu Zhang, Liang Pang, Lei Shi, Bin Wang",http://arxiv.org/pdf/1408.6515v3,No journal ref found,none,cs.LG,Summary23452,1408.6617v1,2014-08-28T03:27:27Z,Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning,"Chao Zhang, Dacheng Tao, Tao Hu, Xiang Li",http://arxiv.org/pdf/1408.6617v1,No journal ref found,none,cs.LG,Summary23453,1408.6804v2,2014-08-28T18:38:24Z,A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle,"Neel Shah, Vladimir Kolmogorov, Christoph H. Lampert",http://arxiv.org/pdf/1408.6804v2,No journal ref found,none,cs.LG,Summary23454,1409.0763v1,2014-09-02T15:49:40Z,Data classification using the Dempster-Shafer method,"Qi Chen, Amanda Whitbrook, Uwe Aickelin, Chris Roadknight",http://arxiv.org/pdf/1409.0763v1,No journal ref found,none,cs.LG,Summary23455,1409.0919v1,2014-09-02T23:28:22Z,Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach,"Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh, Ahmad Ali Alhasanat",http://arxiv.org/pdf/1409.0919v1,"International Journal of Computer Science and Information Security, International Journal of Computer Science and Information Security, Vol. 12, No. 8, August 2014",none,cs.LG,Summary23456,1409.0923v1,2014-09-02T23:45:29Z,Dimensionality Invariant Similarity Measure,Ahmad Basheer Hassanat,http://arxiv.org/pdf/1409.0923v1,J Am Sci 2014;10(8):221-226,none,cs.LG,Summary23457,1409.1200v1,2014-09-03T19:18:05Z,Domain Transfer Structured Output Learning,Jim Jing-Yan Wang,http://arxiv.org/pdf/1409.1200v1,No journal ref found,none,cs.LG,Summary23458,1409.1917v1,2014-09-05T16:17:14Z,Novel Methods for Activity Classification and Occupany Prediction Enabling Fine-grained HVAC Control,"Rajib Rana, Brano Kusy, Josh Wall, Wen Hu",http://arxiv.org/pdf/1409.1917v1,No journal ref found,none,cs.LG,Summary23459,1409.2905v1,2014-09-09T21:36:47Z,Non-Convex Boosting Overcomes Random Label Noise,"Sunsern Cheamanunkul, Evan Ettinger, Yoav Freund",http://arxiv.org/pdf/1409.2905v1,No journal ref found,none,cs.LG,Summary23460,1409.3136v1,2014-09-10T16:10:33Z,Metric Learning for Temporal Sequence Alignment,"Damien Garreau, Rémi Lajugie, Sylvain Arlot, Francis Bach",http://arxiv.org/pdf/1409.3136v1,No journal ref found,none,cs.LG,Summary23461,1409.3446v1,2014-09-11T14:11:02Z,Consensus-Based Modelling using Distributed Feature Construction,"Haimonti Dutta, Ashwin Srinivasan",http://arxiv.org/pdf/1409.3446v1,No journal ref found,none,cs.LG,Summary23462,1409.4155v1,2014-09-15T04:37:46Z,Active Metric Learning from Relative Comparisons,"Sicheng Xiong, Rómer Rosales, Yuanli Pei, Xiaoli Z. Fern",http://arxiv.org/pdf/1409.4155v1,No journal ref found,none,cs.LG,Summary23463,1409.4698v1,2014-09-16T16:52:14Z,A Mixtures-of-Experts Framework for Multi-Label Classification,"Charmgil Hong, Iyad Batal, Milos Hauskrecht",http://arxiv.org/pdf/1409.4698v1,No journal ref found,none,cs.LG,Summary23464,1409.5079v1,2014-09-16T13:09:23Z,Predictive Capacity of Meteorological Data - Will it rain tomorrow,Bilal Ahmed,http://arxiv.org/pdf/1409.5079v1,No journal ref found,none,cs.LG,Summary23465,1409.5330v1,2014-09-18T15:09:47Z,Learning and approximation capability of orthogonal super greedy algorithm,"Jian Fang, Shaobo Lin, Zongben Xu",http://arxiv.org/pdf/1409.5330v1,No journal ref found,none,cs.LG,Summary23466,1409.5495v4,2014-09-19T00:37:42Z,Efficient Feature Group Sequencing for Anytime Linear Prediction,"Hanzhang Hu, Alexander Grubb, J. Andrew Bagnell, Martial Hebert",http://arxiv.org/pdf/1409.5495v4,No journal ref found,none,cs.LG,Summary23467,1409.5616v2,2014-09-19T12:01:08Z,A Survey on Soft Subspace Clustering,"Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang",http://arxiv.org/pdf/1409.5616v2,No journal ref found,none,cs.LG,Summary23468,1409.5686v2,2014-09-19T14:58:56Z,Transfer Prototype-based Fuzzy Clustering,"Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang",http://arxiv.org/pdf/1409.5686v2,No journal ref found,none,cs.LG,Summary23469,1409.6075v3,2014-09-22T03:39:23Z,The Information Theoretically Efficient Model (ITEM): A model for computerized analysis of large datasets,Tyler Ward,http://arxiv.org/pdf/1409.6075v3,No journal ref found,none,cs.LG,Summary23470,1409.6110v2,2014-09-22T08:41:02Z,Best-Arm Identification in Linear Bandits,"Marta Soare, Alessandro Lazaric, Rémi Munos",http://arxiv.org/pdf/1409.6110v2,No journal ref found,none,cs.LG,Summary23471,1409.7202v3,2014-09-25T10:02:01Z,A Boosting Framework on Grounds of Online Learning,"Tofigh Naghibi, Beat Pfister",http://arxiv.org/pdf/1409.7202v3,No journal ref found,none,cs.LG,Summary23472,1409.7384v2,2014-09-25T11:57:48Z,A Semidefinite Programming Based Search Strategy for Feature Selection with Mutual Information Measure,"Tofigh Naghibi, Sarah Hoffmann, Beat Pfister",http://arxiv.org/pdf/1409.7384v2,No journal ref found,none,cs.LG,Summary23473,1409.7780v1,2014-09-27T07:45:56Z,Maximum mutual information regularized classification,"Jim Jing-Yan Wang, Yi Wang, Shiguang Zhao, Xin Gao",http://arxiv.org/pdf/1409.7780v1,No journal ref found,none,cs.LG,Summary23474,1409.7930v5,2014-09-28T16:36:06Z,Cognitive Learning of Statistical Primary Patterns via Bayesian Network,"Weijia Han, Huiyan Sang, Min Sheng, Jiandong Li, Shuguang Cui",http://arxiv.org/pdf/1409.7930v5,No journal ref found,none,cs.LG,Summary23475,1409.8211v2,2014-09-29T18:03:22Z,Efficient multivariate sequence classification,Pavel P. Kuksa,http://arxiv.org/pdf/1409.8211v2,No journal ref found,none,cs.LG,Summary23476,1501.00037v1,2014-12-30T22:34:24Z,Discriminative Clustering with Relative Constraints,"Yuanli Pei, Xiaoli Z. Fern, Rómer Rosales, Teresa Vania Tjahja",http://arxiv.org/pdf/1501.00037v1,No journal ref found,none,cs.LG,Summary23477,1501.00358v1,2015-01-02T07:57:14Z,Comprehend DeepWalk as Matrix Factorization,"Cheng Yang, Zhiyuan Liu",http://arxiv.org/pdf/1501.00358v1,No journal ref found,none,cs.LG,Summary23478,1501.00687v1,2015-01-04T15:37:20Z,On Enhancing The Performance Of Nearest Neighbour Classifiers Using Hassanat Distance Metric,"Mouhammd Alkasassbeh, Ghada A. Altarawneh, Ahmad B. A. Hassanat",http://arxiv.org/pdf/1501.00687v1,No journal ref found,none,cs.LG,Summary23479,1501.00728v1,2015-01-04T22:12:36Z,Differential Search Algorithm-based Parametric Optimization of Fuzzy Generalized Eigenvalue Proximal Support Vector Machine,"M. H. Marghny, Rasha M. Abd ElAziz, Ahmed I. Taloba",http://arxiv.org/pdf/1501.00728v1,No journal ref found,none,cs.LG,Summary23480,1501.01242v2,2015-01-06T17:19:06Z,Efficient Online Relative Comparison Kernel Learning,"Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht",http://arxiv.org/pdf/1501.01242v2,No journal ref found,none,cs.LG,Summary23481,1501.01348v1,2015-01-07T02:13:09Z,Deep Autoencoders for Dimensionality Reduction of High-Content Screening Data,"Lee Zamparo, Zhaolei Zhang",http://arxiv.org/pdf/1501.01348v1,No journal ref found,none,cs.LG,Summary23482,1501.02411v1,2015-01-11T02:24:26Z,A Gaussian Particle Filter Approach for Sensors to Track Multiple Moving Targets,Haojun Li,http://arxiv.org/pdf/1501.02411v1,No journal ref found,none,cs.LG,Summary23483,1501.02432v1,2015-01-11T09:29:05Z,Learning a Fuzzy Hyperplane Fat Margin Classifier with Minimum VC dimension,"Jayadeva, Sanjit Singh Batra, Siddarth Sabharwal",http://arxiv.org/pdf/1501.02432v1,No journal ref found,none,cs.LG,Summary23484,1501.02702v1,2015-01-12T16:33:47Z,Max-Cost Discrete Function Evaluation Problem under a Budget,"Feng Nan, Joseph Wang, Venkatesh Saligrama",http://arxiv.org/pdf/1501.02702v1,No journal ref found,none,cs.LG,Summary23485,1501.03084v1,2015-01-13T17:26:26Z,Deep Learning with Nonparametric Clustering,Gang Chen,http://arxiv.org/pdf/1501.03084v1,No journal ref found,none,cs.LG,Summary23486,1501.03273v1,2015-01-14T08:16:50Z,Classification with Low Rank and Missing Data,"Elad Hazan, Roi Livni, Yishay Mansour",http://arxiv.org/pdf/1501.03273v1,No journal ref found,none,cs.LG,Summary23487,1501.03669v5,2015-01-15T13:23:14Z,A Proximal Approach for Sparse Multiclass SVM,"G. Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, B. Pesquet-Popescu",http://arxiv.org/pdf/1501.03669v5,No journal ref found,none,cs.LG,Summary23488,1501.03786v2,2015-01-15T19:33:34Z,Multi-view learning for multivariate performance measures optimization,Jim Jing-Yan Wang,http://arxiv.org/pdf/1501.03786v2,No journal ref found,none,cs.LG,Summary23489,1501.04244v1,2015-01-17T23:42:08Z,Generalised Random Forest Space Overview,Miron B. Kursa,http://arxiv.org/pdf/1501.04244v1,No journal ref found,none,cs.LG,Summary23490,1501.04267v2,2015-01-18T05:15:55Z,"Comment on ""Clustering by fast search and find of density peaks""","Shuliang Wang, Dakui Wang, Caoyuan Li, Yan Li",http://arxiv.org/pdf/1501.04267v2,No journal ref found,none,cs.LG,Summary23491,1501.04282v1,2015-01-18T11:46:30Z,Regularized maximum correntropy machine,"Jim Jing-Yan Wang, Yunji Wang, Bing-Yi Jing, Xin Gao",http://arxiv.org/pdf/1501.04282v1,No journal ref found,none,cs.LG,Summary23492,1501.05279v1,2015-01-21T19:54:26Z,Extreme Entropy Machines: Robust information theoretic classification,"Wojciech Marian Czarnecki, Jacek Tabor",http://arxiv.org/pdf/1501.05279v1,No journal ref found,none,cs.LG,Summary23493,1501.06237v1,2015-01-26T02:28:18Z,Deep Transductive Semi-supervised Maximum Margin Clustering,Gang Chen,http://arxiv.org/pdf/1501.06237v1,No journal ref found,none,cs.LG,Summary23494,1501.06284v1,2015-01-26T08:30:55Z,On a Family of Decomposable Kernels on Sequences,"Andrea Baisero, Florian T. Pokorny, Carl Henrik Ek",http://arxiv.org/pdf/1501.06284v1,No journal ref found,none,cs.LG,Summary23495,1501.06478v2,2015-01-26T16:51:34Z,Compressed Support Vector Machines,"Zhixiang Xu, Jacob R. Gardner, Stephen Tyree, Kilian Q. Weinberger",http://arxiv.org/pdf/1501.06478v2,No journal ref found,none,cs.LG,Summary23496,1501.07093v2,2015-01-28T13:26:02Z,Novel Approaches for Predicting Risk Factors of Atherosclerosis,"V. Sree Hari Rao, M. Naresh Kumar",http://arxiv.org/pdf/1501.07093v2,"Biomedical and Health Informatics, IEEE Journal of , vol.17, no.1, pp.183,189, Jan. 2013",none,cs.LG,Summary23497,1501.07315v3,2015-01-29T00:15:28Z,Per-Block-Convex Data Modeling by Accelerated Stochastic Approximation,"Konstantinos Slavakis, Georgios B. Giannakis",http://arxiv.org/pdf/1501.07315v3,No journal ref found,none,cs.LG,Summary23498,1501.07584v1,2015-01-29T20:41:29Z,Efficient Divide-And-Conquer Classification Based on Feature-Space Decomposition,"Qi Guo, Bo-Wei Chen, Feng Jiang, Xiangyang Ji, Sun-Yuan Kung",http://arxiv.org/pdf/1501.07584v1,No journal ref found,none,cs.LG,Summary23499,1501.07627v1,2015-01-29T22:13:02Z,"Representing Objects, Relations, and Sequences","Stephen I. Gallant, T. Wendy Okaywe",http://arxiv.org/pdf/1501.07627v1,"Neural Computation 25, 2038-2078 (August 2013)",none,cs.LG,Summary23500,1505.00146v1,2015-05-01T10:35:35Z,Thompson Sampling for Budgeted Multi-armed Bandits,"Yingce Xia, Haifang Li, Tao Qin, Nenghai Yu, Tie-Yan Liu",http://arxiv.org/pdf/1505.00146v1,No journal ref found,none,cs.LG,Summary23501,1505.00199v3,2015-05-01T15:25:59Z,Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure,"Shameem A Puthiya Parambath, Nicolas Usunier, Yves Grandvalet",http://arxiv.org/pdf/1505.00199v3,No journal ref found,none,cs.LG,Summary23502,1505.00359v2,2015-05-02T17:20:23Z,Can deep learning help you find the perfect match?,"Harm de Vries, Jason Yosinski",http://arxiv.org/pdf/1505.00359v2,No journal ref found,none,cs.LG,Summary23503,1505.00521v3,2015-05-04T04:14:54Z,Reinforcement Learning Neural Turing Machines - Revised,"Wojciech Zaremba, Ilya Sutskever",http://arxiv.org/pdf/1505.00521v3,No journal ref found,none,cs.LG,Summary23504,1505.00908v1,2015-05-05T07:58:40Z,Reinforced Decision Trees,"Aurélia Léon, Ludovic Denoyer",http://arxiv.org/pdf/1505.00908v1,No journal ref found,none,cs.LG,Summary23505,1505.01345v4,2015-05-06T12:52:48Z,A Comprehensive Study On The Applications Of Machine Learning For Diagnosis Of Cancer,"Mohnish Chakravarti, Tanay Kothari",http://arxiv.org/pdf/1505.01345v4,No journal ref found,none,cs.LG,Summary23506,1505.01576v1,2015-05-07T04:04:02Z,Learning and Optimization with Submodular Functions,"Bharath Sankaran, Marjan Ghazvininejad, Xinran He, David Kale, Liron Cohen",http://arxiv.org/pdf/1505.01576v1,No journal ref found,none,cs.LG,Summary23507,1505.01658v2,2015-05-07T10:44:57Z,A Survey of Predictive Modelling under Imbalanced Distributions,"Paula Branco, Luis Torgo, Rita Ribeiro",http://arxiv.org/pdf/1505.01658v2,No journal ref found,none,cs.LG,Summary23508,1505.02377v1,2015-05-10T13:27:36Z,Bounded-Distortion Metric Learning,"Renjie Liao, Jianping Shi, Ziyang Ma, Jun Zhu, Jiaya Jia",http://arxiv.org/pdf/1505.02377v1,No journal ref found,none,cs.LG,Summary23509,1505.04073v1,2015-05-15T14:31:09Z,Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices,"Jie Wang, Jieping Ye",http://arxiv.org/pdf/1505.04073v1,No journal ref found,none,cs.LG,Summary23510,1505.04369v1,2015-05-17T08:09:43Z,Shrinkage degree in $L_2$-re-scale boosting for regression,"Lin Xu, Shaobo Lin, Yao Wang, Zongben Xu",http://arxiv.org/pdf/1505.04369v1,No journal ref found,none,cs.LG,Summary23511,1505.04637v1,2015-05-18T13:43:53Z,Ensemble of Example-Dependent Cost-Sensitive Decision Trees,"Alejandro Correa Bahnsen, Djamila Aouada, Bjorn Ottersten",http://arxiv.org/pdf/1505.04637v1,No journal ref found,none,cs.LG,Summary23512,1505.05215v1,2015-05-20T00:41:23Z,Learning with a Drifting Target Concept,"Steve Hanneke, Varun Kanade, Liu Yang",http://arxiv.org/pdf/1505.05215v1,No journal ref found,none,cs.LG,Summary23513,1505.05231v1,2015-05-20T02:43:24Z,Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks,"Liu Yang, Steve Hanneke, Jaime Carbonell",http://arxiv.org/pdf/1505.05231v1,No journal ref found,none,cs.LG,Summary23514,1505.05798v1,2015-05-21T17:24:57Z,Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret,"Haitham Bou Ammar, Rasul Tutunov, Eric Eaton",http://arxiv.org/pdf/1505.05798v1,No journal ref found,none,cs.LG,Summary23515,1505.05972v2,2015-05-22T07:24:14Z,Instant Learning: Parallel Deep Neural Networks and Convolutional Bootstrapping,Andrew J. R. Simpson,http://arxiv.org/pdf/1505.05972v2,No journal ref found,none,cs.LG,Summary23516,1505.06378v3,2015-05-23T20:57:58Z,Monotonic Calibrated Interpolated Look-Up Tables,"Maya Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Canini, Alexander Mangylov, Wojtek Moczydlowski, Alex van Esbroeck",http://arxiv.org/pdf/1505.06378v3,No journal ref found,none,cs.LG,Summary23517,1505.06405v1,2015-05-24T04:34:27Z,Domain Adaptation Extreme Learning Machines for Drift Compensation in E-nose Systems,"Lei Zhang, David Zhang",http://arxiv.org/pdf/1505.06405v1,No journal ref found,none,cs.LG,Summary23518,1505.06449v3,2015-05-24T15:42:58Z,Efficient Elastic Net Regularization for Sparse Linear Models,"Zachary C. Lipton, Charles Elkan",http://arxiv.org/pdf/1505.06449v3,No journal ref found,none,cs.LG,Summary23519,1505.06556v2,2015-05-25T07:59:36Z,Differentially Private Distributed Online Learning,"Chencheng Li, Pan Zhou",http://arxiv.org/pdf/1505.06556v2,No journal ref found,none,cs.LG,Summary23520,1505.06918v1,2015-05-26T12:14:56Z,Fantasy Football Prediction,Roman Lutz,http://arxiv.org/pdf/1505.06918v1,No journal ref found,none,cs.LG,Summary23521,1505.07634v1,2015-05-28T10:38:56Z,Learning with Symmetric Label Noise: The Importance of Being Unhinged,"Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson",http://arxiv.org/pdf/1505.07634v1,No journal ref found,none,cs.LG,Summary23522,1101.4170v1,2011-01-21T16:11:05Z,The Role of Normalization in the Belief Propagation Algorithm,"Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner",http://arxiv.org/pdf/1101.4170v1,No journal ref found,none,cs.LG,Summary23523,1101.4681v6,2011-01-24T22:12:37Z,Close the Gaps: A Learning-while-Doing Algorithm for a Class of Single-Product Revenue Management Problems,"Zizhuo Wang, Shiming Deng, Yinyu Ye",http://arxiv.org/pdf/1101.4681v6,No journal ref found,none,cs.LG,Summary23524,1101.5039v1,2011-01-26T12:21:13Z,A Novel Template-Based Learning Model,"Mohammadreza Abolghasemi-Dahaghani, Farzad Didehvar, Alireza Nowroozi",http://arxiv.org/pdf/1101.5039v1,No journal ref found,none,cs.LG,Summary23525,1203.0298v2,2012-03-01T14:40:02Z,Application of Gist SVM in Cancer Detection,"S. Aruna, S. P. Rajagopalan, L. V. Nandakishore",http://arxiv.org/pdf/1203.0298v2,"Ann. Univ. Tibiscus Comp. Sci. Series IX/2 (2011), 39-48",none,cs.LG,Summary23526,1203.2557v3,2012-03-12T17:17:34Z,On the Necessity of Irrelevant Variables,"David P. Helmbold, Philip M. Long",http://arxiv.org/pdf/1203.2557v3,No journal ref found,none,cs.LG,Summary23527,1203.3832v1,2012-03-17T02:06:41Z,Data Mining: A Prediction for Performance Improvement of Engineering Students using Classification,"Surjeet Kumar Yadav, Saurabh Pal",http://arxiv.org/pdf/1203.3832v1,"World of Computer Science and Information Technology Journal WCSIT, Vol. 2, No. 2, 51-56, 2012",none,cs.LG,Summary23528,1203.4598v1,2012-03-20T21:32:33Z,Adaptive Mixture Methods Based on Bregman Divergences,"Mehmet A. Donmez, Huseyin A. Inan, Suleyman S. Kozat",http://arxiv.org/pdf/1203.4598v1,No journal ref found,none,cs.LG,Summary23529,1203.4788v1,2012-03-21T17:29:17Z,Very Short Literature Survey From Supervised Learning To Surrogate Modeling,Altay Brusan,http://arxiv.org/pdf/1203.4788v1,No journal ref found,none,cs.LG,Summary23530,1203.5716v2,2012-03-26T16:25:35Z,Credal Classification based on AODE and compression coefficients,"Giorgio Corani, Alessandro Antonucci",http://arxiv.org/pdf/1203.5716v2,No journal ref found,none,cs.LG,Summary23531,1207.0166v3,2012-06-30T23:07:03Z,On Multilabel Classification and Ranking with Partial Feedback,"Claudio Gentile, Francesco Orabona",http://arxiv.org/pdf/1207.0166v3,No journal ref found,none,cs.LG,Summary23532,1207.0783v1,2012-07-03T19:12:13Z,Hybrid Template Update System for Unimodal Biometric Systems,"Romain Giot, Christophe Rosenberger, Bernadette Dorizzi",http://arxiv.org/pdf/1207.0783v1,No journal ref found,none,cs.LG,Summary23533,1207.0784v1,2012-07-03T19:12:56Z,Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis,"Romain Giot, Mohamad El-Abed, Christophe Rosenberger",http://arxiv.org/pdf/1207.0784v1,No journal ref found,none,cs.LG,Summary23534,1207.3790v1,2012-07-16T08:49:34Z,Accuracy Measures for the Comparison of Classifiers,"Vincent Labatut, Hocine Cherifi",http://arxiv.org/pdf/1207.3790v1,No journal ref found,none,cs.LG,Summary23535,1207.4404v1,2012-07-18T16:07:36Z,Better Mixing via Deep Representations,"Yoshua Bengio, Grégoire Mesnil, Yann Dauphin, Salah Rifai",http://arxiv.org/pdf/1207.4404v1,No journal ref found,none,cs.LG,Summary23536,1207.7035v1,2012-07-27T08:47:50Z,Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics for Pediatric Cardiology,"Thomas Perry, Hongyuan Zha, Patricio Frias, Dadan Zeng, Mark Braunstein",http://arxiv.org/pdf/1207.7035v1,No journal ref found,none,cs.LG,Summary23537,1210.0473v1,2012-10-01T17:08:25Z,Memory Constraint Online Multitask Classification,"Giovanni Cavallanti, Nicolò Cesa-Bianchi",http://arxiv.org/pdf/1210.0473v1,No journal ref found,none,cs.LG,Summary23538,1210.0699v1,2012-10-02T08:40:46Z,TV-SVM: Total Variation Support Vector Machine for Semi-Supervised Data Classification,"Xavier Bresson, Ruiliang Zhang",http://arxiv.org/pdf/1210.0699v1,No journal ref found,none,cs.LG,Summary23539,1210.2179v3,2012-10-08T08:17:18Z,Fast Online EM for Big Topic Modeling,"Jia Zeng, Zhi-Qiang Liu, Xiao-Qin Cao",http://arxiv.org/pdf/1210.2179v3,No journal ref found,none,cs.LG,Summary23540,1210.2346v2,2012-10-08T17:19:43Z,Blending Learning and Inference in Structured Prediction,"Tamir Hazan, Alexander Schwing, David McAllester, Raquel Urtasun",http://arxiv.org/pdf/1210.2346v2,No journal ref found,none,cs.LG,Summary23541,1210.4601v1,2012-10-17T00:22:31Z,A Direct Approach to Multi-class Boosting and Extensions,"Chunhua Shen, Sakrapee Paisitkriangkrai, Anton van den Hengel",http://arxiv.org/pdf/1210.4601v1,No journal ref found,none,cs.LG,Summary23542,1210.5394v1,2012-10-19T12:15:28Z,Bayesian Estimation for Continuous-Time Sparse Stochastic Processes,"Arash Amini, Ulugbek S. Kamilov, Emrah Bostan, Michael Unser",http://arxiv.org/pdf/1210.5394v1,No journal ref found,none,cs.LG,Summary23543,1210.5544v1,2012-10-19T21:31:50Z,Online Learning in Decentralized Multiuser Resource Sharing Problems,"Cem Tekin, Mingyan Liu",http://arxiv.org/pdf/1210.5544v1,No journal ref found,none,cs.LG,Summary23544,1210.6292v2,2012-10-23T17:12:01Z,A density-sensitive hierarchical clustering method,Álvaro Martínez-Pérez,http://arxiv.org/pdf/1210.6292v2,No journal ref found,none,cs.LG,Summary23545,1210.7657v1,2012-10-29T13:30:27Z,Text Classification with Compression Algorithms,Antonio Giuliano Zippo,http://arxiv.org/pdf/1210.7657v1,No journal ref found,none,cs.LG,Summary23546,1303.0339v1,2013-03-02T03:01:46Z,Learning Hash Functions Using Column Generation,"Xi Li, Guosheng Lin, Chunhua Shen, Anton van den Hengel, Anthony Dick",http://arxiv.org/pdf/1303.0339v1,No journal ref found,none,cs.LG,Summary23547,1303.0362v1,2013-03-02T07:47:21Z,Inductive Sparse Subspace Clustering,"Xi Peng, Lei Zhang, Zhang Yi",http://arxiv.org/pdf/1303.0362v1,"Electronics Letters, 2013, 49, (19), p. 1222-1224",none,cs.LG,Summary23548,1303.1271v5,2013-03-06T08:20:33Z,Convex and Scalable Weakly Labeled SVMs,"Yu-Feng Li, Ivor W. Tsang, James T. Kwok, Zhi-Hua Zhou",http://arxiv.org/pdf/1303.1271v5,No journal ref found,none,cs.LG,Summary23549,1303.1733v2,2013-03-07T16:10:44Z,Multi-relational Learning Using Weighted Tensor Decomposition with Modular Loss,"Ben London, Theodoros Rekatsinas, Bert Huang, Lise Getoor",http://arxiv.org/pdf/1303.1733v2,No journal ref found,none,cs.LG,Summary23550,1303.2104v1,2013-03-08T20:46:27Z,Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective,"Xiao-Lei Zhang, Ji Wu",http://arxiv.org/pdf/1303.2104v1,No journal ref found,none,cs.LG,Summary23551,1303.2130v2,2013-03-08T21:32:52Z,Convex Discriminative Multitask Clustering,Xiao-Lei Zhang,http://arxiv.org/pdf/1303.2130v2,No journal ref found,none,cs.LG,Summary23552,1303.2132v2,2013-03-08T21:40:42Z,Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach,Xiao-Lei Zhang,http://arxiv.org/pdf/1303.2132v2,No journal ref found,none,cs.LG,Summary23553,1303.3754v1,2013-03-15T12:20:53Z,A Last-Step Regression Algorithm for Non-Stationary Online Learning,"Edward Moroshko, Koby Crammer",http://arxiv.org/pdf/1303.3754v1,No journal ref found,none,cs.LG,Summary23554,1303.3934v2,2013-03-16T00:49:56Z,A Quorum Sensing Inspired Algorithm for Dynamic Clustering,"Feng Tan, Jean-Jacques Slotine",http://arxiv.org/pdf/1303.3934v2,No journal ref found,none,cs.LG,Summary23555,1303.4015v2,2013-03-16T20:09:16Z,On multi-class learning through the minimization of the confusion matrix norm,"Sokol Koço, Cécile Capponi",http://arxiv.org/pdf/1303.4015v2,No journal ref found,none,cs.LG,Summary23556,1303.4169v1,2013-03-18T07:14:15Z,Markov Chain Monte Carlo for Arrangement of Hyperplanes in Locality-Sensitive Hashing,"Yui Noma, Makiko Konoshima",http://arxiv.org/pdf/1303.4169v1,No journal ref found,none,cs.LG,Summary23557,1303.4664v1,2013-03-19T17:00:22Z,Large-Scale Learning with Less RAM via Randomization,"Daniel Golovin, D. Sculley, H. Brendan McMahan, Michael Young",http://arxiv.org/pdf/1303.4664v1,No journal ref found,none,cs.LG,Summary23558,1303.6390v2,2013-03-26T06:01:34Z,A Note on k-support Norm Regularized Risk Minimization,Matthew Blaschko,http://arxiv.org/pdf/1303.6390v2,No journal ref found,none,cs.LG,Summary23559,1303.7043v1,2013-03-28T05:45:21Z,Inductive Hashing on Manifolds,"Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang",http://arxiv.org/pdf/1303.7043v1,No journal ref found,none,cs.LG,Summary23560,1305.0103v1,2013-05-01T06:32:12Z,Clustering Unclustered Data: Unsupervised Binary Labeling of Two Datasets Having Different Class Balances,"Marthinus Christoffel du Plessis, Masashi Sugiyama",http://arxiv.org/pdf/1305.0103v1,No journal ref found,none,cs.LG,Summary23561,1305.0208v2,2013-05-01T15:45:34Z,Perceptron Mistake Bounds,"Mehryar Mohri, Afshin Rostamizadeh",http://arxiv.org/pdf/1305.0208v2,No journal ref found,none,cs.LG,Summary23562,1305.0445v2,2013-05-02T14:33:28Z,Deep Learning of Representations: Looking Forward,Yoshua Bengio,http://arxiv.org/pdf/1305.0445v2,No journal ref found,none,cs.LG,Summary23563,1305.0665v2,2013-05-03T10:20:02Z,Spectral Classification Using Restricted Boltzmann Machine,"Fuqiang Chen, Yan Wu, Yude Bu, Guodong Zhao",http://arxiv.org/pdf/1305.0665v2,No journal ref found,none,cs.LG,Summary23564,1305.0698v1,2013-05-03T13:26:24Z,Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization,Eyke Hüllermeier,http://arxiv.org/pdf/1305.0698v1,No journal ref found,none,cs.LG,Summary23565,1305.1019v2,2013-05-05T14:58:15Z,Simple Deep Random Model Ensemble,"Xiao-Lei Zhang, Ji Wu",http://arxiv.org/pdf/1305.1019v2,No journal ref found,none,cs.LG,Summary23566,1305.1359v1,2013-05-07T00:02:51Z,A Differential Equations Approach to Optimizing Regret Trade-offs,"Alexandr Andoni, Rina Panigrahy",http://arxiv.org/pdf/1305.1359v1,No journal ref found,none,cs.LG,Summary23567,1305.1363v2,2013-05-07T00:30:32Z,One-Pass AUC Optimization,"Wei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou",http://arxiv.org/pdf/1305.1363v2,No journal ref found,none,cs.LG,Summary23568,1305.1707v1,2013-05-08T03:39:17Z,Class Imbalance Problem in Data Mining Review,"Rushi Longadge, Snehalata Dongre",http://arxiv.org/pdf/1305.1707v1,No journal ref found,none,cs.LG,Summary23569,1305.2452v1,2013-05-10T23:06:47Z,Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation,"James Foulds, Levi Boyles, Christopher Dubois, Padhraic Smyth, Max Welling",http://arxiv.org/pdf/1305.2452v1,No journal ref found,none,cs.LG,Summary23570,1305.2732v1,2013-05-13T10:39:47Z,An efficient algorithm for learning with semi-bandit feedback,"Gergely Neu, Gábor Bartók",http://arxiv.org/pdf/1305.2732v1,No journal ref found,none,cs.LG,Summary23571,1305.2982v1,2013-05-14T00:29:42Z,Estimating or Propagating Gradients Through Stochastic Neurons,Yoshua Bengio,http://arxiv.org/pdf/1305.2982v1,No journal ref found,none,cs.LG,Summary23572,1305.4076v5,2013-05-17T13:42:49Z,Contractive De-noising Auto-encoder,"Fu-qiang Chen, Yan Wu, Guo-dong Zhao, Jun-ming Zhang, Ming Zhu, Jing Bai",http://arxiv.org/pdf/1305.4076v5,No journal ref found,none,cs.LG,Summary23573,1305.4345v1,2013-05-19T10:24:06Z,Ensembles of Classifiers based on Dimensionality Reduction,"Alon Schclar, Lior Rokach, Amir Amit",http://arxiv.org/pdf/1305.4345v1,No journal ref found,none,cs.LG,Summary23574,1305.6663v4,2013-05-29T00:25:54Z,Generalized Denoising Auto-Encoders as Generative Models,"Yoshua Bengio, Li Yao, Guillaume Alain, Pascal Vincent",http://arxiv.org/pdf/1305.6663v4,No journal ref found,none,cs.LG,Summary23575,1305.7111v1,2013-05-30T13:52:32Z,Test cost and misclassification cost trade-off using reframing,"Celestine Periale Maguedong-Djoumessi, José Hernández-Orallo",http://arxiv.org/pdf/1305.7111v1,No journal ref found,none,cs.LG,Summary23576,1306.0125v1,2013-06-01T15:48:58Z,Understanding ACT-R - an Outsiders Perspective,Jacob Whitehill,http://arxiv.org/pdf/1306.0125v1,No journal ref found,none,cs.LG,Summary23577,1306.0237v3,2013-06-02T18:30:45Z,Guided Random Forest in the RRF Package,Houtao Deng,http://arxiv.org/pdf/1306.0237v3,No journal ref found,none,cs.LG,Summary23578,1306.1091v5,2013-06-05T13:01:14Z,Deep Generative Stochastic Networks Trainable by Backprop,"Yoshua Bengio, Éric Thibodeau-Laufer, Guillaume Alain, Jason Yosinski",http://arxiv.org/pdf/1306.1091v5,No journal ref found,none,cs.LG,Summary23579,1306.1326v1,2013-06-06T07:42:33Z,Performance analysis of unsupervised feature selection methods,"A. Nisthana Parveen, H. Hannah Inbarani, E. N. Sathishkumar",http://arxiv.org/pdf/1306.1326v1,No journal ref found,none,cs.LG,Summary23580,1306.2347v4,2013-06-10T20:18:48Z,Auditing: Active Learning with Outcome-Dependent Query Costs,"Sivan Sabato, Anand D. Sarwate, Nathan Srebro",http://arxiv.org/pdf/1306.2347v4,"Neural Information Processing Systems 26 (NIPS), 512-520, 2013",none,cs.LG,Summary23581,1306.3108v2,2013-06-13T13:47:51Z,Guaranteed Classification via Regularized Similarity Learning,"Zheng-Chu Guo, Yiming Ying",http://arxiv.org/pdf/1306.3108v2,No journal ref found,none,cs.LG,Summary23582,1306.3895v2,2013-06-17T15:29:00Z,On-line PCA with Optimal Regrets,"Jiazhong Nie, Wojciech Kotlowski, Manfred K. Warmuth",http://arxiv.org/pdf/1306.3895v2,No journal ref found,none,cs.LG,Summary23583,1306.4653v4,2013-06-19T19:25:51Z,Multiarmed Bandits With Limited Expert Advice,Satyen Kale,http://arxiv.org/pdf/1306.4653v4,No journal ref found,none,cs.LG,Summary23584,1306.4947v2,2013-06-20T18:04:24Z,Machine Teaching for Bayesian Learners in the Exponential Family,Xiaojin Zhu,http://arxiv.org/pdf/1306.4947v2,No journal ref found,none,cs.LG,Summary23585,1306.5349v1,2013-06-22T19:32:05Z,Song-based Classification techniques for Endangered Bird Conservation,"Erick Stattner, Wilfried Segretier, Martine Collard, Philippe Hunel, Nicolas Vidot",http://arxiv.org/pdf/1306.5349v1,No journal ref found,none,cs.LG,Summary23586,1306.5487v1,2013-06-23T23:36:40Z,Model Reframing by Feature Context Change,Celestine-Periale Maguedong-Djoumessi,http://arxiv.org/pdf/1306.5487v1,No journal ref found,none,cs.LG,Summary23587,1308.2893v2,2013-08-13T15:15:37Z,Multiclass learnability and the ERM principle,"Amit Daniely, Sivan Sabato, Shai Ben-David, Shai Shalev-Shwartz",http://arxiv.org/pdf/1308.2893v2,"Journal of Machine Learning Research, 16(Jul):1275-1304, 2015",none,cs.LG,Summary23588,1308.3432v1,2013-08-15T15:19:34Z,Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation,"Yoshua Bengio, Nicholas Léonard, Aaron Courville",http://arxiv.org/pdf/1308.3432v1,No journal ref found,none,cs.LG,Summary23589,1308.3509v1,2013-08-15T20:59:32Z,Stochastic Optimization for Machine Learning,Andrew Cotter,http://arxiv.org/pdf/1308.3509v1,No journal ref found,none,cs.LG,Summary23590,1308.3541v2,2013-08-16T03:46:25Z,Knapsack Constrained Contextual Submodular List Prediction with Application to Multi-document Summarization,"Jiaji Zhou, Stephane Ross, Yisong Yue, Debadeepta Dey, J. Andrew Bagnell",http://arxiv.org/pdf/1308.3541v2,No journal ref found,none,cs.LG,Summary23591,1308.3750v1,2013-08-17T03:56:03Z,"Comment on ""robustness and regularization of support vector machines"" by H. Xu, et al., (Journal of Machine Learning Research, vol. 10, pp. 1485-1510, 2009, arXiv:0803.3490)","Yahya Forghani, Hadi Sadoghi Yazdi",http://arxiv.org/pdf/1308.3750v1,No journal ref found,none,cs.LG,Summary23592,1308.4828v1,2013-08-22T11:39:06Z,The Sample-Complexity of General Reinforcement Learning,"Tor Lattimore, Marcus Hutter, Peter Sunehag",http://arxiv.org/pdf/1308.4828v1,No journal ref found,none,cs.LG,Summary23593,1308.5281v1,2013-08-24T02:33:11Z,Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams,"Luca Canzian, Yu Zhang, Mihaela van der Schaar",http://arxiv.org/pdf/1308.5281v1,No journal ref found,none,cs.LG,Summary23594,1308.6324v2,2013-08-28T22:08:29Z,Prediction of breast cancer recurrence using Classification Restricted Boltzmann Machine with Dropping,Jakub M. Tomczak,http://arxiv.org/pdf/1308.6324v2,No journal ref found,none,cs.LG,Summary23595,1402.0452v1,2014-02-03T18:20:46Z,A Lower Bound for the Variance of Estimators for Nakagami m Distribution,"Rangeet Mitra, Amit Kumar Mishra, Tarun Choubisa",http://arxiv.org/pdf/1402.0452v1,No journal ref found,none,cs.LG,Summary23596,1402.0570v1,2014-02-04T01:37:24Z,A Feature Subset Selection Algorithm Automatic Recommendation Method,"Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou",http://arxiv.org/pdf/1402.0570v1,"Journal Of Artificial Intelligence Research, Volume 47, pages 1-34, 2013",none,cs.LG,Summary23597,1402.0577v1,2014-02-04T01:40:28Z,A Survey on Latent Tree Models and Applications,"Raphaël Mourad, Christine Sinoquet, Nevin L. Zhang, Tengfei Liu, Philippe Leray",http://arxiv.org/pdf/1402.0577v1,"Journal Of Artificial Intelligence Research, Volume 47, pages 157-203, 2013",none,cs.LG,Summary23598,1402.2092v4,2014-02-10T10:36:49Z,Near-Optimally Teaching the Crowd to Classify,"Adish Singla, Ilija Bogunovic, Gábor Bartók, Amin Karbasi, Andreas Krause",http://arxiv.org/pdf/1402.2092v4,No journal ref found,none,cs.LG,Summary23599,1402.3427v4,2014-02-14T10:44:48Z,Indian Buffet Process Deep Generative Models,Sotirios P. Chatzis,http://arxiv.org/pdf/1402.3427v4,No journal ref found,none,cs.LG,Summary23600,1402.3902v4,2014-02-17T06:00:16Z,Sparse Polynomial Learning and Graph Sketching,"Murat Kocaoglu, Karthikeyan Shanmugam, Alexandros G. Dimakis, Adam Klivans",http://arxiv.org/pdf/1402.3902v4,No journal ref found,none,cs.LG,Summary23601,1402.4084v1,2014-02-17T17:53:57Z,Selective Sampling with Drift,"Edward Moroshko, Koby Crammer",http://arxiv.org/pdf/1402.4084v1,No journal ref found,none,cs.LG,Summary23602,1402.4322v1,2014-02-18T13:08:47Z,On the properties of $α$-unchaining single linkage hierarchical clustering,A. Martínez-Pérez,http://arxiv.org/pdf/1402.4322v1,No journal ref found,none,cs.LG,Summary23603,1402.4437v2,2014-02-18T18:47:41Z,Learning the Irreducible Representations of Commutative Lie Groups,"Taco Cohen, Max Welling",http://arxiv.org/pdf/1402.4437v2,No journal ref found,none,cs.LG,Summary23604,1402.4645v1,2014-02-19T12:40:31Z,A Survey on Semi-Supervised Learning Techniques,"V. Jothi Prakash, Dr. L. M. Nithya",http://arxiv.org/pdf/1402.4645v1,"International Journal of Computer Trends and Technology (IJCTT) 8(1):25-29, February 2014. ISSN:2231-2803.Published by Seventh Sense Research Group",none,cs.LG,Summary23605,1402.4861v1,2014-02-20T01:44:33Z,A Quasi-Newton Method for Large Scale Support Vector Machines,"Aryan Mokhtari, Alejandro Ribeiro",http://arxiv.org/pdf/1402.4861v1,No journal ref found,none,cs.LG,Summary23606,1402.5634v1,2014-02-23T16:51:51Z,To go deep or wide in learning?,"Gaurav Pandey, Ambedkar Dukkipati",http://arxiv.org/pdf/1402.5634v1,No journal ref found,none,cs.LG,Summary23607,1402.5758v1,2014-02-24T09:27:18Z,Bandits with concave rewards and convex knapsacks,"Shipra Agrawal, Nikhil R. Devanur",http://arxiv.org/pdf/1402.5758v1,No journal ref found,none,cs.LG,Summary23608,1402.6552v1,2014-02-26T14:29:33Z,Renewable Energy Prediction using Weather Forecasts for Optimal Scheduling in HPC Systems,Ankur Sahai,http://arxiv.org/pdf/1402.6552v1,No journal ref found,none,cs.LG,Summary23609,1402.7001v1,2014-02-27T18:31:33Z,Marginalizing Corrupted Features,"Laurens van der Maaten, Minmin Chen, Stephen Tyree, Kilian Weinberger",http://arxiv.org/pdf/1402.7001v1,No journal ref found,none,cs.LG,Summary23610,1402.7025v2,2014-02-26T10:47:09Z,Exploiting the Statistics of Learning and Inference,Max Welling,http://arxiv.org/pdf/1402.7025v2,No journal ref found,none,cs.LG,Summary23611,1403.0156v1,2014-03-02T04:14:23Z,Sleep Analytics and Online Selective Anomaly Detection,"Tahereh Babaie, Sanjay Chawla, Romesh Abeysuriya",http://arxiv.org/pdf/1403.0156v1,No journal ref found,none,cs.LG,Summary23612,1403.0598v1,2014-03-03T21:20:14Z,The Structurally Smoothed Graphlet Kernel,"Pinar Yanardag, S. V. N. Vishwanathan",http://arxiv.org/pdf/1403.0598v1,No journal ref found,none,cs.LG,Summary23613,1403.0628v2,2014-03-03T23:06:24Z,Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations,"H. Brendan McMahan, Francesco Orabona",http://arxiv.org/pdf/1403.0628v2,No journal ref found,none,cs.LG,Summary23614,1403.1329v1,2014-03-06T02:42:22Z,Integer Programming Relaxations for Integrated Clustering and Outlier Detection,"Lionel Ott, Linsey Pang, Fabio Ramos, David Howe, Sanjay Chawla",http://arxiv.org/pdf/1403.1329v1,No journal ref found,none,cs.LG,Summary23615,1403.1942v2,2014-03-08T07:07:12Z,Predictive Overlapping Co-Clustering,"Chandrima Sarkar, Jaideep Srivastava",http://arxiv.org/pdf/1403.1942v2,No journal ref found,none,cs.LG,Summary23616,1403.1946v1,2014-03-08T07:47:44Z,Improving Performance of a Group of Classification Algorithms Using Resampling and Feature Selection,"Mehdi Naseriparsa, Amir-masoud Bidgoli, Touraj Varaee",http://arxiv.org/pdf/1403.1946v1,"World of Computer Science and Information Technology Journal,Vol 3, No 4,pp 70-76,2013",none,cs.LG,Summary23617,1403.2065v8,2014-03-09T14:51:53Z,Categorization Axioms for Clustering Results,"Jian Yu, Zongben Xu",http://arxiv.org/pdf/1403.2065v8,No journal ref found,none,cs.LG,Summary23618,1403.2372v1,2014-03-08T08:04:29Z,A Hybrid Feature Selection Method to Improve Performance of a Group of Classification Algorithms,"Mehdi Naseriparsa, Amir-Masoud Bidgoli, Touraj Varaee",http://arxiv.org/pdf/1403.2372v1,"International Journal of Computer Applications,Vol 69,No 17,pp 28-35,2013",none,cs.LG,Summary23619,1403.2950v1,2014-03-12T14:33:43Z,Cancer Prognosis Prediction Using Balanced Stratified Sampling,"J S Saleema, N Bhagawathi, S Monica, P Deepa Shenoy, K R Venugopal, L M Patnaik",http://arxiv.org/pdf/1403.2950v1,"International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), Vol.3, No. 1, February 2014, pp 9-18",none,cs.LG,Summary23620,1403.3465v3,2014-03-14T00:25:03Z,A Survey of Algorithms and Analysis for Adaptive Online Learning,H. Brendan McMahan,http://arxiv.org/pdf/1403.3465v3,No journal ref found,none,cs.LG,Summary23621,1403.3610v2,2014-03-14T15:30:23Z,Making Risk Minimization Tolerant to Label Noise,"Aritra Ghosh, Naresh Manwani, P. S. Sastry",http://arxiv.org/pdf/1403.3610v2,No journal ref found,none,cs.LG,Summary23622,1403.3628v1,2014-03-14T16:15:24Z,Mixed-norm Regularization for Brain Decoding,"Rémi Flamary, Nisrine Jrad, Ronald Phlypo, Marco Congedo, Alain Rakotomamonjy",http://arxiv.org/pdf/1403.3628v1,No journal ref found,none,cs.LG,Summary23623,1403.4224v2,2014-03-17T19:35:06Z,Learning Negative Mixture Models by Tensor Decompositions,"Guillaume Rabusseau, François Denis",http://arxiv.org/pdf/1403.4224v2,No journal ref found,none,cs.LG,Summary23624,1403.4378v1,2014-03-18T09:04:02Z,Spectral Clustering with Jensen-type kernels and their multi-point extensions,"Debarghya Ghoshdastidar, Ambedkar Dukkipati, Ajay P. Adsul, Aparna S. Vijayan",http://arxiv.org/pdf/1403.4378v1,No journal ref found,none,cs.LG,Summary23625,1403.5115v1,2014-03-20T12:46:33Z,Unconfused Ultraconservative Multiclass Algorithms,"Ugo Louche, Liva Ralaivola",http://arxiv.org/pdf/1403.5115v1,No journal ref found,none,cs.LG,Summary23626,1403.5287v1,2014-03-20T20:36:18Z,Online Local Learning via Semidefinite Programming,Paul Christiano,http://arxiv.org/pdf/1403.5287v1,No journal ref found,none,cs.LG,Summary23627,1403.5341v2,2014-03-21T01:42:53Z,An Information-Theoretic Analysis of Thompson Sampling,"Daniel Russo, Benjamin Van Roy",http://arxiv.org/pdf/1403.5341v2,No journal ref found,none,cs.LG,Summary23628,1403.5556v5,2014-03-21T02:02:25Z,Learning to Optimize via Information-Directed Sampling,"Daniel Russo, Benjamin Van Roy",http://arxiv.org/pdf/1403.5556v5,No journal ref found,none,cs.LG,Summary23629,1403.6863v1,2014-03-26T21:17:05Z,Online Learning of k-CNF Boolean Functions,"Joel Veness, Marcus Hutter",http://arxiv.org/pdf/1403.6863v1,No journal ref found,none,cs.LG,Summary23630,1403.7100v1,2014-03-26T05:43:12Z,A study on cost behaviors of binary classification measures in class-imbalanced problems,"Bao-Gang Hu, Wei-Ming Dong",http://arxiv.org/pdf/1403.7100v1,No journal ref found,none,cs.LG,Summary23631,1403.7471v3,2014-03-28T18:07:21Z,Approximate Decentralized Bayesian Inference,"Trevor Campbell, Jonathan P. How",http://arxiv.org/pdf/1403.7471v3,No journal ref found,none,cs.LG,Summary23632,1404.0138v1,2014-04-01T06:26:55Z,Efficient Algorithms and Error Analysis for the Modified Nystrom Method,"Shusen Wang, Zhihua Zhang",http://arxiv.org/pdf/1404.0138v1,No journal ref found,none,cs.LG,Summary23633,1404.0649v1,2014-03-30T20:49:33Z,A probabilistic estimation and prediction technique for dynamic continuous social science models: The evolution of the attitude of the Basque Country population towards ETA as a case study,"Juan-Carlos Cortés, Francisco-J. Santonja, Ana-C. Tarazona, Rafael-J. Villanueva, Javier Villanueva-Oller",http://arxiv.org/pdf/1404.0649v1,No journal ref found,none,cs.LG,Summary23634,1404.0789v3,2014-04-03T07:41:46Z,The Least Wrong Model Is Not in the Data,Oscar Stiffelman,http://arxiv.org/pdf/1404.0789v3,No journal ref found,none,cs.LG,Summary23635,1404.0933v1,2014-04-03T14:34:47Z,Bayes and Naive Bayes Classifier,"Vikramkumar, Vijaykumar B, Trilochan",http://arxiv.org/pdf/1404.0933v1,No journal ref found,none,cs.LG,Summary23636,1404.1066v1,2014-04-03T19:49:57Z,Parallel Support Vector Machines in Practice,"Stephen Tyree, Jacob R. Gardner, Kilian Q. Weinberger, Kunal Agrawal, John Tran",http://arxiv.org/pdf/1404.1066v1,No journal ref found,none,cs.LG,Summary23637,1404.1282v3,2014-03-22T06:25:51Z,Hierarchical Dirichlet Scaling Process,"Dongwoo Kim, Alice Oh",http://arxiv.org/pdf/1404.1282v3,No journal ref found,none,cs.LG,Summary23638,1404.1491v1,2014-03-24T16:05:26Z,An Efficient Feature Selection in Classification of Audio Files,"Jayita Mitra, Diganta Saha",http://arxiv.org/pdf/1404.1491v1,No journal ref found,none,cs.LG,Summary23639,1404.2948v1,2014-04-10T20:49:35Z,Gradient-based Laplacian Feature Selection,"Bo Wang, Anna Goldenberg",http://arxiv.org/pdf/1404.2948v1,No journal ref found,none,cs.LG,Summary23640,1404.3190v1,2014-04-11T19:15:22Z,Pareto-Path Multi-Task Multiple Kernel Learning,"Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1404.3190v1,No journal ref found,none,cs.LG,Summary23641,1404.4038v2,2014-04-15T19:47:15Z,Discovering and Exploiting Entailment Relationships in Multi-Label Learning,"Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos",http://arxiv.org/pdf/1404.4038v2,No journal ref found,none,cs.LG,Summary23642,1404.4088v1,2014-04-15T21:35:48Z,Ensemble Classifiers and Their Applications: A Review,"Akhlaqur Rahman, Sumaira Tasnim",http://arxiv.org/pdf/1404.4088v1,"International Journal of Computer Trends and Technology (IJCTT) 10(1):31-35, April 2014",none,cs.LG,Summary23643,1404.4108v2,2014-02-24T15:17:39Z,Representation as a Service,"Ouais Alsharif, Philip Bachman, Joelle Pineau",http://arxiv.org/pdf/1404.4108v2,No journal ref found,none,cs.LG,Summary23644,1404.4114v3,2014-04-16T00:12:03Z,Structured Stochastic Variational Inference,"Matthew D. Hoffman, David M. Blei",http://arxiv.org/pdf/1404.4114v3,No journal ref found,none,cs.LG,Summary23645,1404.4171v1,2014-04-16T08:54:01Z,Dropout Training for Support Vector Machines,"Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang",http://arxiv.org/pdf/1404.4171v1,No journal ref found,none,cs.LG,Summary23646,1404.4960v2,2014-04-19T14:57:54Z,Agent Behavior Prediction and Its Generalization Analysis,"Fei Tian, Haifang Li, Wei Chen, Tao Qin, Enhong Chen, Tie-Yan Liu",http://arxiv.org/pdf/1404.4960v2,No journal ref found,none,cs.LG,Summary23647,1404.5065v1,2014-04-20T19:17:23Z,Multi-Target Regression via Random Linear Target Combinations,"Grigorios Tsoumakas, Eleftherios Spyromitros-Xioufis, Aikaterini Vrekou, Ioannis Vlahavas",http://arxiv.org/pdf/1404.5065v1,"ECML PKDD Proceedings, Part III (2014) 225-240",none,cs.LG,Summary23648,1404.5511v1,2014-04-18T21:17:04Z,Coactive Learning for Locally Optimal Problem Solving,"Robby Goetschalckx, Alan Fern, Prasad Tadepalli",http://arxiv.org/pdf/1404.5511v1,No journal ref found,none,cs.LG,Summary23649,1404.6163v2,2014-04-24T15:50:02Z,Overlapping Trace Norms in Multi-View Learning,"Behrouz Behmardi, Cedric Archambeau, Guillaume Bouchard",http://arxiv.org/pdf/1404.6163v2,No journal ref found,none,cs.LG,Summary23650,1404.6580v2,2014-04-25T22:59:34Z,Multitask Learning for Sequence Labeling Tasks,"Arvind Agarwal, Saurabh Kataria",http://arxiv.org/pdf/1404.6580v2,No journal ref found,none,cs.LG,Summary23651,1404.6674v1,2014-04-26T19:24:24Z,A Comparison of First-order Algorithms for Machine Learning,"Yu Wei, Pock Thomas",http://arxiv.org/pdf/1404.6674v1,No journal ref found,none,cs.LG,Summary23652,1404.7195v1,2014-04-29T00:08:15Z,Fast Approximation of Rotations and Hessians matrices,"Michael Mathieu, Yann LeCun",http://arxiv.org/pdf/1404.7195v1,No journal ref found,none,cs.LG,Summary23653,1404.7255v1,2014-04-29T06:43:19Z,Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions,"Cyril Voyant, Marie Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton",http://arxiv.org/pdf/1404.7255v1,"International Conference on Mathematical Modeling in Physical Sciences 2014, Madrid : Spain (2014)",none,cs.LG,Summary23654,1404.7472v1,2014-04-29T19:28:09Z,Implementing spectral methods for hidden Markov models with real-valued emissions,Carl Mattfeld,http://arxiv.org/pdf/1404.7472v1,No journal ref found,none,cs.LG,Summary23655,1404.7527v2,2014-04-29T20:54:40Z,A Map of Update Constraints in Inductive Inference,"Timo Kötzing, Raphaela Palenta",http://arxiv.org/pdf/1404.7527v2,No journal ref found,none,cs.LG,Summary23656,1406.0223v1,2014-06-02T00:34:24Z,Holistic Measures for Evaluating Prediction Models in Smart Grids,"Saima Aman, Yogesh Simmhan, Viktor K. Prasanna",http://arxiv.org/pdf/1406.0223v1,No journal ref found,none,cs.LG,Summary23657,1406.1385v1,2014-06-05T13:44:25Z,Learning the Information Divergence,"Onur Dikmen, Zhirong Yang, Erkki Oja",http://arxiv.org/pdf/1406.1385v1,No journal ref found,none,cs.LG,Summary23658,1406.1584v3,2014-06-06T05:28:48Z,Learning to Discover Efficient Mathematical Identities,"Wojciech Zaremba, Karol Kurach, Rob Fergus",http://arxiv.org/pdf/1406.1584v3,No journal ref found,none,cs.LG,Summary23659,1406.1822v13,2014-06-06T21:52:25Z,Logarithmic Time Online Multiclass prediction,"Anna Choromanska, John Langford",http://arxiv.org/pdf/1406.1822v13,No journal ref found,none,cs.LG,Summary23660,1406.1837v5,2014-06-07T00:24:42Z,A Credit Assignment Compiler for Joint Prediction,"Kai-Wei Chang, He He, Hal Daumé III, John Langford, Stephane Ross",http://arxiv.org/pdf/1406.1837v5,No journal ref found,none,cs.LG,Summary23661,1406.1856v2,2014-06-07T03:11:05Z,A Drifting-Games Analysis for Online Learning and Applications to Boosting,"Haipeng Luo, Robert E. Schapire",http://arxiv.org/pdf/1406.1856v2,No journal ref found,none,cs.LG,Summary23662,1406.2751v4,2014-06-11T00:44:31Z,Reweighted Wake-Sleep,"Jörg Bornschein, Yoshua Bengio",http://arxiv.org/pdf/1406.2751v4,No journal ref found,none,cs.LG,Summary23663,1406.3270v1,2014-01-16T05:02:28Z,Kalman Temporal Differences,"Matthieu Geist, Olivier Pietquin",http://arxiv.org/pdf/1406.3270v1,"Journal Of Artificial Intelligence Research, Volume 39, pages 483-532, 2010",none,cs.LG,Summary23664,1406.3407v2,2014-06-13T02:19:26Z,Restricted Boltzmann Machine for Classification with Hierarchical Correlated Prior,"Gang Chen, Sargur H. Srihari",http://arxiv.org/pdf/1406.3407v2,No journal ref found,none,cs.LG,Summary23665,1406.3726v1,2014-06-14T13:08:30Z,Evaluation of Machine Learning Techniques for Green Energy Prediction,Ankur Sahai,http://arxiv.org/pdf/1406.3726v1,No journal ref found,none,cs.LG,Summary23666,1406.3840v1,2014-06-15T18:41:47Z,Optimal Resource Allocation with Semi-Bandit Feedback,"Tor Lattimore, Koby Crammer, Csaba Szepesvári",http://arxiv.org/pdf/1406.3840v1,No journal ref found,none,cs.LG,Summary23667,1406.4631v1,2014-06-18T08:25:03Z,A Sober Look at Spectral Learning,"Han Zhao, Pascal Poupart",http://arxiv.org/pdf/1406.4631v1,No journal ref found,none,cs.LG,Summary23668,1406.4757v1,2014-06-18T15:09:21Z,An Experimental Evaluation of Nearest Neighbour Time Series Classification,"Anthony Bagnall, Jason Lines",http://arxiv.org/pdf/1406.4757v1,No journal ref found,none,cs.LG,Summary23669,1406.5388v3,2014-06-20T13:52:36Z,Learning computationally efficient dictionaries and their implementation as fast transforms,"Luc Le Magoarou, Rémi Gribonval",http://arxiv.org/pdf/1406.5388v3,No journal ref found,none,cs.LG,Summary23670,1406.5600v1,2014-06-21T11:47:21Z,From conformal to probabilistic prediction,"Vladimir Vovk, Ivan Petej, Valentina Fedorova",http://arxiv.org/pdf/1406.5600v1,No journal ref found,none,cs.LG,Summary23671,1406.5675v6,2014-06-22T05:02:06Z,"SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions","Shusen Wang, Luo Luo, Zhihua Zhang",http://arxiv.org/pdf/1406.5675v6,No journal ref found,none,cs.LG,Summary23672,1406.6020v1,2014-06-23T18:48:59Z,Stationary Mixing Bandits,"Julien Audiffren, Liva Ralaivola",http://arxiv.org/pdf/1406.6020v1,No journal ref found,none,cs.LG,Summary23673,1406.6114v1,2014-06-24T00:48:23Z,Mining Recurrent Concepts in Data Streams using the Discrete Fourier Transform,"Sakthithasan Sripirakas, Russel Pears",http://arxiv.org/pdf/1406.6114v1,No journal ref found,none,cs.LG,Summary23674,1406.6130v1,2014-06-24T03:31:16Z,Generalized Mixability via Entropic Duality,"Mark D. Reid, Rafael M. Frongillo, Robert C. Williamson, Nishant Mehta",http://arxiv.org/pdf/1406.6130v1,No journal ref found,none,cs.LG,Summary23675,1406.6176v1,2014-06-24T09:32:10Z,Composite Likelihood Estimation for Restricted Boltzmann machines,"Muneki Yasuda, Shun Kataoka, Yuji Waizumi, Kazuyuki Tanaka",http://arxiv.org/pdf/1406.6176v1,"Proceedings of 21st International Conference on Pattern Recognition (ICPR2012), pp. 2234-2237, 2012",none,cs.LG,Summary23676,1406.6398v1,2014-06-24T21:41:03Z,Incremental Clustering: The Case for Extra Clusters,"Margareta Ackerman, Sanjoy Dasgupta",http://arxiv.org/pdf/1406.6398v1,No journal ref found,none,cs.LG,Summary23677,1406.7429v1,2014-06-28T18:59:44Z,Comparison of SVM Optimization Techniques in the Primal,"Jonathan Katzman, Diane Duros",http://arxiv.org/pdf/1406.7429v1,No journal ref found,none,cs.LG,Summary23678,1406.7445v1,2014-06-28T22:13:52Z,Contrastive Feature Induction for Efficient Structure Learning of Conditional Random Fields,"Ni Lao, Jun Zhu",http://arxiv.org/pdf/1406.7445v1,No journal ref found,none,cs.LG,Summary23679,1406.7447v2,2014-06-28T23:45:30Z,Unimodal Bandits without Smoothness,"Richard Combes, Alexandre Proutiere",http://arxiv.org/pdf/1406.7447v2,No journal ref found,none,cs.LG,Summary23680,1407.0107v3,2014-07-01T05:57:43Z,Randomized Block Coordinate Descent for Online and Stochastic Optimization,"Huahua Wang, Arindam Banerjee",http://arxiv.org/pdf/1407.0107v3,No journal ref found,none,cs.LG,Summary23681,1407.1082v1,2014-07-03T23:06:10Z,Online Submodular Maximization under a Matroid Constraint with Application to Learning Assignments,"Daniel Golovin, Andreas Krause, Matthew Streeter",http://arxiv.org/pdf/1407.1082v1,No journal ref found,none,cs.LG,Summary23682,1407.1538v1,2014-07-06T20:13:48Z,Large-Scale Multi-Label Learning with Incomplete Label Assignments,"Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan",http://arxiv.org/pdf/1407.1538v1,No journal ref found,none,cs.LG,Summary23683,1407.2538v3,2014-07-09T15:54:27Z,Learning Deep Structured Models,"Liang-Chieh Chen, Alexander G. Schwing, Alan L. Yuille, Raquel Urtasun",http://arxiv.org/pdf/1407.2538v3,No journal ref found,none,cs.LG,Summary23684,1407.2736v1,2014-07-10T09:39:24Z,A multi-instance learning algorithm based on a stacked ensemble of lazy learners,"Ramasubramanian Sundararajan, Hima Patel, Manisha Srivastava",http://arxiv.org/pdf/1407.2736v1,No journal ref found,none,cs.LG,Summary23685,1407.4422v1,2014-07-16T18:50:40Z,Subspace Restricted Boltzmann Machine,"Jakub M. Tomczak, Adam Gonczarek",http://arxiv.org/pdf/1407.4422v1,No journal ref found,none,cs.LG,Summary23686,1407.4668v1,2014-07-17T13:51:55Z,A feature construction framework based on outlier detection and discriminative pattern mining,Albrecht Zimmermann,http://arxiv.org/pdf/1407.4668v1,No journal ref found,none,cs.LG,Summary23687,1407.5908v1,2014-07-19T15:16:40Z,"Exploiting Smoothness in Statistical Learning, Sequential Prediction, and Stochastic Optimization",Mehrdad Mahdavi,http://arxiv.org/pdf/1407.5908v1,No journal ref found,none,cs.LG,Summary23688,1407.7449v1,2014-07-23T09:14:49Z,A Fast Synchronization Clustering Algorithm,Xinquan Chen,http://arxiv.org/pdf/1407.7449v1,No journal ref found,none,cs.LG,Summary23689,1407.7635v1,2014-07-29T06:17:49Z,Chasing Ghosts: Competing with Stateful Policies,"Uriel Feige, Tomer Koren, Moshe Tennenholtz",http://arxiv.org/pdf/1407.7635v1,No journal ref found,none,cs.LG,Summary23690,1407.7753v1,2014-07-29T15:23:11Z,A Hash-based Co-Clustering Algorithm for Categorical Data,Fabricio Olivetti de França,http://arxiv.org/pdf/1407.7753v1,No journal ref found,none,cs.LG,Summary23691,1407.7906v3,2014-07-29T23:32:44Z,How Auto-Encoders Could Provide Credit Assignment in Deep Networks via Target Propagation,Yoshua Bengio,http://arxiv.org/pdf/1407.7906v3,No journal ref found,none,cs.LG,Summary23692,1407.8289v2,2014-07-31T06:33:42Z,DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages,"Lifang He, Xiangnan Kong, Philip S. Yu, Ann B. Ragin, Zhifeng Hao, Xiaowei Yang",http://arxiv.org/pdf/1407.8289v2,No journal ref found,none,cs.LG,Summary23693,1407.8339v6,2014-07-31T10:09:11Z,Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms,"Wei Chen, Yajun Wang, Yang Yuan, Qinshi Wang",http://arxiv.org/pdf/1407.8339v6,No journal ref found,none,cs.LG,Summary23694,1410.0741v1,2014-10-03T01:59:25Z,Generalized Laguerre Reduction of the Volterra Kernel for Practical Identification of Nonlinear Dynamic Systems,"Brett W. Israelsen, Dale A. Smith",http://arxiv.org/pdf/1410.0741v1,"AIChE Spring Meeting 2014, Paper 349438",none,cs.LG,Summary23695,1410.1103v3,2014-10-05T00:51:59Z,Online Ranking with Top-1 Feedback,"Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1410.1103v3,"AISTATS 15, volume 38 of JMLR Workshop and Conference Proceedings, pg.- 129-137, 2015",none,cs.LG,Summary23696,1410.1784v1,2014-10-02T12:10:40Z,Stochastic Discriminative EM,Andres R. Masegosa,http://arxiv.org/pdf/1410.1784v1,No journal ref found,none,cs.LG,Summary23697,1410.2191v1,2014-10-03T09:25:43Z,Learning manifold to regularize nonnegative matrix factorization,"Jim Jing-Yan Wang, Xin Gao",http://arxiv.org/pdf/1410.2191v1,No journal ref found,none,cs.LG,Summary23698,1410.3935v1,2014-10-15T06:01:03Z,A Logic-based Approach to Generatively Defined Discriminative Modeling,"Taisuke Sato, Keiichi Kubota, Yoshitaka Kameya",http://arxiv.org/pdf/1410.3935v1,No journal ref found,none,cs.LG,Summary23699,1410.4210v1,2014-10-15T20:08:21Z,Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets,"Jie Wang, Jieping Ye",http://arxiv.org/pdf/1410.4210v1,No journal ref found,none,cs.LG,Summary23700,1410.4573v1,2014-10-16T20:04:49Z,Learning a hyperplane regressor by minimizing an exact bound on the VC dimension,"Jayadeva, Suresh Chandra, Siddarth Sabharwal, Sanjit S. Batra",http://arxiv.org/pdf/1410.4573v1,No journal ref found,none,cs.LG,Summary23701,1410.5329v4,2014-10-16T22:11:34Z,Naive Bayes and Text Classification I - Introduction and Theory,Sebastian Raschka,http://arxiv.org/pdf/1410.5329v4,No journal ref found,none,cs.LG,Summary23702,1410.5330v1,2014-10-17T00:50:42Z,An Overview of General Performance Metrics of Binary Classifier Systems,Sebastian Raschka,http://arxiv.org/pdf/1410.5330v1,No journal ref found,none,cs.LG,Summary23703,1410.5473v2,2014-10-20T21:32:05Z,Feature Selection Based on Confidence Machine,"Chang Liu, Yi Xu",http://arxiv.org/pdf/1410.5473v2,No journal ref found,none,cs.LG,Summary23704,1410.6093v1,2014-10-22T16:13:36Z,Cosine Similarity Measure According to a Convex Cost Function,"Osman Gunay, Cem Emre Akbas, A. Enis Cetin",http://arxiv.org/pdf/1410.6093v1,No journal ref found,none,cs.LG,Summary23705,1410.6973v2,2014-10-26T00:16:16Z,Differentially- and non-differentially-private random decision trees,"Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Yann LeCun",http://arxiv.org/pdf/1410.6973v2,No journal ref found,none,cs.LG,Summary23706,1410.6975v1,2014-10-26T00:59:11Z,Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering,"Apoorv Agarwal, Anna Choromanska, Krzysztof Choromanski",http://arxiv.org/pdf/1410.6975v1,No journal ref found,none,cs.LG,Summary23707,1410.7372v1,2014-10-27T19:46:55Z,Feature Selection through Minimization of the VC dimension,"Jayadeva, Sanjit S. Batra, Siddharth Sabharwal",http://arxiv.org/pdf/1410.7372v1,No journal ref found,none,cs.LG,Summary23708,1410.7835v2,2014-10-28T23:14:56Z,Fast Learning of Relational Dependency Networks,"Oliver Schulte, Zhensong Qian, Arthur E. Kirkpatrick, Xiaoqian Yin, Yan Sun",http://arxiv.org/pdf/1410.7835v2,No journal ref found,none,cs.LG,Summary23709,1410.7890v1,2014-10-29T07:05:21Z,Global Bandits with Holder Continuity,"Onur Atan, Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1410.7890v1,No journal ref found,none,cs.LG,Summary23710,1410.8251v1,2014-10-30T04:33:36Z,Notes on Noise Contrastive Estimation and Negative Sampling,Chris Dyer,http://arxiv.org/pdf/1410.8251v1,No journal ref found,none,cs.LG,Summary23711,1410.8516v6,2014-10-30T19:44:20Z,NICE: Non-linear Independent Components Estimation,"Laurent Dinh, David Krueger, Yoshua Bengio",http://arxiv.org/pdf/1410.8516v6,No journal ref found,none,cs.LG,Summary23712,1410.8750v1,2014-10-31T14:31:54Z,Learning Mixtures of Ranking Models,"Pranjal Awasthi, Avrim Blum, Or Sheffet, Aravindan Vijayaraghavan",http://arxiv.org/pdf/1410.8750v1,No journal ref found,none,cs.LG,Summary23713,1411.0602v1,2014-11-03T18:49:25Z,Factorbird - a Parameter Server Approach to Distributed Matrix Factorization,"Sebastian Schelter, Venu Satuluri, Reza Zadeh",http://arxiv.org/pdf/1411.0602v1,No journal ref found,none,cs.LG,Summary23714,1411.0860v1,2014-11-04T11:03:50Z,CUR Algorithm for Partially Observed Matrices,"Miao Xu, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1411.0860v1,No journal ref found,none,cs.LG,Summary23715,1411.1420v5,2014-11-05T21:07:20Z,Eigenvectors of Orthogonally Decomposable Functions,"Mikhail Belkin, Luis Rademacher, James Voss",http://arxiv.org/pdf/1411.1420v5,No journal ref found,none,cs.LG,Summary23716,1411.1434v2,2014-11-05T22:28:00Z,On the Information Theoretic Limits of Learning Ising Models,"Karthikeyan Shanmugam, Rashish Tandon, Alexandros G. Dimakis, Pradeep Ravikumar",http://arxiv.org/pdf/1411.1434v2,No journal ref found,none,cs.LG,Summary23717,1411.1490v2,2014-11-06T03:51:39Z,Efficient Representations for Life-Long Learning and Autoencoding,"Maria-Florina Balcan, Avrim Blum, Santosh Vempala",http://arxiv.org/pdf/1411.1490v2,No journal ref found,none,cs.LG,Summary23718,1411.1623v1,2014-11-06T14:18:39Z,A Hybrid Recurrent Neural Network For Music Transcription,"Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. dAvila Garcez, Simon Dixon",http://arxiv.org/pdf/1411.1623v1,No journal ref found,none,cs.LG,Summary23719,1411.2057v1,2014-11-07T22:52:19Z,Online Collaborative-Filtering on Graphs,"Siddhartha Banerjee, Sujay Sanghavi, Sanjay Shakkottai",http://arxiv.org/pdf/1411.2057v1,No journal ref found,none,cs.LG,Summary23720,1411.2635v1,2014-11-10T21:41:32Z,A chain rule for the expected suprema of Gaussian processes,Andreas Maurer,http://arxiv.org/pdf/1411.2635v1,"Lecture Notes in Computer Science Volume 8776, 2014, pp 245-259",none,cs.LG,Summary23721,1411.2919v1,2014-11-11T18:55:35Z,Bounded Regret for Finite-Armed Structured Bandits,"Tor Lattimore, Remi Munos",http://arxiv.org/pdf/1411.2919v1,No journal ref found,none,cs.LG,Summary23722,1411.3553v1,2014-11-13T14:26:11Z,Greedy metrics in orthogonal greedy learning,"Lin Xu, Shaobo Lin, Jinshan Zeng, Zongben Xu",http://arxiv.org/pdf/1411.3553v1,No journal ref found,none,cs.LG,Summary23723,1411.3698v2,2014-11-13T20:30:06Z,Minimal Realization Problems for Hidden Markov Models,"Qingqing Huang, Rong Ge, Sham Kakade, Munther Dahleh",http://arxiv.org/pdf/1411.3698v2,No journal ref found,none,cs.LG,Summary23724,1411.3919v1,2014-11-14T14:30:27Z,Sample-targeted clinical trial adaptation,Ognjen Arandjelovic,http://arxiv.org/pdf/1411.3919v1,No journal ref found,none,cs.LG,Summary23725,1411.5428v2,2014-11-20T03:10:47Z,Differentially Private Algorithms for Empirical Machine Learning,"Ben Stoddard, Yan Chen, Ashwin Machanavajjhala",http://arxiv.org/pdf/1411.5428v2,No journal ref found,none,cs.LG,Summary23726,1411.5649v5,2014-11-20T19:38:11Z,No-Regret Learnability for Piecewise Linear Losses,"Arthur Flajolet, Patrick Jaillet",http://arxiv.org/pdf/1411.5649v5,No journal ref found,none,cs.LG,Summary23727,1411.6231v3,2014-11-23T12:50:20Z,Compound Rank-k Projections for Bilinear Analysis,"Xiaojun Chang, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou, Chengqi Zhang",http://arxiv.org/pdf/1411.6231v3,No journal ref found,none,cs.LG,Summary23728,1411.6232v2,2014-11-23T13:00:18Z,Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks,"Xiaojun Chang, Yi Yang",http://arxiv.org/pdf/1411.6232v2,No journal ref found,none,cs.LG,Summary23729,1411.6233v1,2014-11-23T13:06:43Z,A Convex Sparse PCA for Feature Analysis,"Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang",http://arxiv.org/pdf/1411.6233v1,No journal ref found,none,cs.LG,Summary23730,1411.6235v1,2014-11-23T13:16:25Z,Balanced k-Means and Min-Cut Clustering,"Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang",http://arxiv.org/pdf/1411.6235v1,No journal ref found,none,cs.LG,Summary23731,1411.6241v2,2014-11-23T13:35:29Z,Improved Spectral Clustering via Embedded Label Propagation,"Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang",http://arxiv.org/pdf/1411.6241v2,No journal ref found,none,cs.LG,Summary23732,1411.6243v2,2014-11-23T14:11:01Z,Structure Regularization for Structured Prediction: Theories and Experiments,Xu Sun,http://arxiv.org/pdf/1411.6243v2,No journal ref found,none,cs.LG,Summary23733,1411.6305v1,2014-11-23T21:58:29Z,Revenue Optimization in Posted-Price Auctions with Strategic Buyers,"Mehryar Mohri, Andres Muñoz Medina",http://arxiv.org/pdf/1411.6305v1,No journal ref found,none,cs.LG,Summary23734,1411.6308v1,2014-11-23T22:12:52Z,A Convex Formulation for Spectral Shrunk Clustering,"Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou",http://arxiv.org/pdf/1411.6308v1,No journal ref found,none,cs.LG,Summary23735,1411.6725v1,2014-11-25T04:36:35Z,Accelerated Parallel Optimization Methods for Large Scale Machine Learning,"Haipeng Luo, Patrick Haffner, Jean-Francois Paiement",http://arxiv.org/pdf/1411.6725v1,No journal ref found,none,cs.LG,Summary23736,1411.7450v1,2014-11-27T02:52:56Z,Worst-Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems,"Hui Li, Chunhua Shen, Anton van den Hengel, Qinfeng Shi",http://arxiv.org/pdf/1411.7450v1,No journal ref found,none,cs.LG,Summary23737,1411.7582v1,2014-11-27T13:19:15Z,Graph Sensitive Indices for Comparing Clusterings,"Zaeem Hussain, Marina Meila",http://arxiv.org/pdf/1411.7582v1,No journal ref found,none,cs.LG,Summary23738,1411.8003v3,2014-11-28T20:52:47Z,Guaranteed Matrix Completion via Non-convex Factorization,"Ruoyu Sun, Zhi-Quan Luo",http://arxiv.org/pdf/1411.8003v3,No journal ref found,none,cs.LG,Summary23739,1412.0233v3,2014-11-30T15:48:16Z,The Loss Surfaces of Multilayer Networks,"Anna Choromanska, Mikael Henaff, Michael Mathieu, Gérard Ben Arous, Yann LeCun",http://arxiv.org/pdf/1412.0233v3,No journal ref found,none,cs.LG,Summary23740,1412.1114v1,2014-12-02T21:55:44Z,Easy Hyperparameter Search Using Optunity,"Marc Claesen, Jaak Simm, Dusan Popovic, Yves Moreau, Bart De Moor",http://arxiv.org/pdf/1412.1114v1,No journal ref found,none,cs.LG,Summary23741,1412.1619v3,2014-12-04T11:01:11Z,Fast Rates by Transferring from Auxiliary Hypotheses,"Ilja Kuzborskij, Francesco Orabona",http://arxiv.org/pdf/1412.1619v3,No journal ref found,none,cs.LG,Summary23742,1412.1947v1,2014-12-05T10:50:31Z,A parallel sampling based clustering,"Aditya AV Sastry, Kalyan Netti",http://arxiv.org/pdf/1412.1947v1,No journal ref found,none,cs.LG,Summary23743,1412.2106v1,2014-12-05T19:28:15Z,Consistent optimization of AMS by logistic loss minimization,Wojciech Kotłowski,http://arxiv.org/pdf/1412.2106v1,No journal ref found,none,cs.LG,Summary23744,1412.2302v4,2014-12-07T01:12:10Z,Theano-based Large-Scale Visual Recognition with Multiple GPUs,"Weiguang Ding, Ruoyan Wang, Fei Mao, Graham Taylor",http://arxiv.org/pdf/1412.2302v4,No journal ref found,none,cs.LG,Summary23745,1412.2485v1,2014-12-08T08:46:07Z,Accurate Streaming Support Vector Machines,"Vikram Nathan, Sharath Raghvendra",http://arxiv.org/pdf/1412.2485v1,No journal ref found,none,cs.LG,Summary23746,1412.3397v3,2014-12-10T18:16:12Z,Sequential Labeling with online Deep Learning,"Gang Chen, Ran Xu, Sargur Srihari",http://arxiv.org/pdf/1412.3397v3,No journal ref found,none,cs.LG,Summary23747,1412.4186v1,2014-12-13T03:33:13Z,An Evaluation of Support Vector Machines as a Pattern Recognition Tool,Eugene Borovikov,http://arxiv.org/pdf/1412.4186v1,No journal ref found,none,cs.LG,Summary23748,1412.4863v1,2014-12-16T02:55:01Z,Max-Margin based Discriminative Feature Learning,"Changsheng Li, Qingshan Liu, Weishan Dong, Xin Zhang, Lin Yang",http://arxiv.org/pdf/1412.4863v1,No journal ref found,none,cs.LG,Summary23749,1412.5617v1,2014-12-17T21:15:06Z,Learning from Data with Heterogeneous Noise using SGD,"Shuang Song, Kamalika Chaudhuri, Anand D. Sarwate",http://arxiv.org/pdf/1412.5617v1,No journal ref found,none,cs.LG,Summary23750,1412.5732v2,2014-12-18T06:37:50Z,Dynamic Structure Embedded Online Multiple-Output Regression for Stream Data,"Changsheng Li, Fan Wei, Weishan Dong, Qingshan Liu, Xiangfeng Wang, Xin Zhang",http://arxiv.org/pdf/1412.5732v2,No journal ref found,none,cs.LG,Summary23751,1412.5949v1,2014-12-18T17:14:34Z,Large Scale Distributed Distance Metric Learning,"Pengtao Xie, Eric Xing",http://arxiv.org/pdf/1412.5949v1,No journal ref found,none,cs.LG,Summary23752,1412.6452v3,2014-12-19T17:43:26Z,"Algorithmic Robustness for Learning via $(ε, γ, τ)$-Good Similarity Functions","Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini",http://arxiv.org/pdf/1412.6452v3,No journal ref found,none,cs.LG,Summary23753,1412.6547v7,2014-12-19T22:09:35Z,Fast Label Embeddings via Randomized Linear Algebra,"Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1412.6547v7,No journal ref found,none,cs.LG,Summary23754,1412.6599v3,2014-12-20T04:36:28Z,Hot Swapping for Online Adaptation of Optimization Hyperparameters,"Kevin Bache, Dennis DeCoste, Padhraic Smyth",http://arxiv.org/pdf/1412.6599v3,No journal ref found,none,cs.LG,Summary23755,1412.6617v6,2014-12-20T07:08:37Z,Understanding Minimum Probability Flow for RBMs Under Various Kinds of Dynamics,"Daniel Jiwoong Im, Ethan Buchman, Graham W. Taylor",http://arxiv.org/pdf/1412.6617v6,No journal ref found,none,cs.LG,Summary23756,1412.6980v9,2014-12-22T13:54:29Z,Adam: A Method for Stochastic Optimization,"Diederik P. Kingma, Jimmy Ba",http://arxiv.org/pdf/1412.6980v9,No journal ref found,none,cs.LG,Summary23757,1502.00064v1,2015-01-31T03:40:17Z,A Batchwise Monotone Algorithm for Dictionary Learning,"Huan Wang, John Wright, Daniel Spielman",http://arxiv.org/pdf/1502.00064v1,No journal ref found,none,cs.LG,Summary23758,1502.00598v3,2015-02-02T20:00:13Z,Lock in Feedback in Sequential Experiments,"Maurits Kaptein, Davide Iannuzzi",http://arxiv.org/pdf/1502.00598v3,No journal ref found,none,cs.LG,Summary23759,1502.02158v1,2015-02-07T16:21:28Z,Learning Parametric-Output HMMs with Two Aliased States,"Roi Weiss, Boaz Nadler",http://arxiv.org/pdf/1502.02158v1,No journal ref found,none,cs.LG,Summary23760,1502.02268v1,2015-02-08T16:34:41Z,SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization,"Zheng Qu, Peter Richtárik, Martin Takáč, Olivier Fercoq",http://arxiv.org/pdf/1502.02268v1,No journal ref found,none,cs.LG,Summary23761,1502.02322v2,2015-02-09T01:12:11Z,"Rademacher Observations, Private Data, and Boosting","Richard Nock, Giorgio Patrini, Arik Friedman",http://arxiv.org/pdf/1502.02322v2,No journal ref found,none,cs.LG,Summary23762,1502.02476v4,2015-02-09T13:18:24Z,An Infinite Restricted Boltzmann Machine,"Marc-Alexandre Côté, Hugo Larochelle",http://arxiv.org/pdf/1502.02476v4,No journal ref found,none,cs.LG,Summary23763,1502.02599v1,2015-02-09T18:49:29Z,Adaptive Random SubSpace Learning (RSSL) Algorithm for Prediction,"Mohamed Elshrif, Ernest Fokoue",http://arxiv.org/pdf/1502.02599v1,No journal ref found,none,cs.LG,Summary23764,1502.02651v1,2015-02-09T20:58:38Z,Optimal and Adaptive Algorithms for Online Boosting,"Alina Beygelzimer, Satyen Kale, Haipeng Luo",http://arxiv.org/pdf/1502.02651v1,No journal ref found,none,cs.LG,Summary23765,1502.02704v1,2015-02-09T22:05:25Z,Learning Reductions that Really Work,"Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro",http://arxiv.org/pdf/1502.02704v1,No journal ref found,none,cs.LG,Summary23766,1502.02710v2,2015-02-09T22:18:26Z,Scalable Multilabel Prediction via Randomized Methods,"Nikos Karampatziakis, Paul Mineiro",http://arxiv.org/pdf/1502.02710v2,No journal ref found,none,cs.LG,Summary23767,1502.02791v2,2015-02-10T06:01:30Z,Learning Transferable Features with Deep Adaptation Networks,"Mingsheng Long, Yue Cao, Jianmin Wang, Michael I. Jordan",http://arxiv.org/pdf/1502.02791v2,No journal ref found,none,cs.LG,Summary23768,1502.03167v3,2015-02-11T01:44:18Z,Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift,"Sergey Ioffe, Christian Szegedy",http://arxiv.org/pdf/1502.03167v3,No journal ref found,none,cs.LG,Summary23769,1502.03505v1,2015-02-12T01:38:36Z,Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices,"Florian Yger, Masashi Sugiyama",http://arxiv.org/pdf/1502.03505v1,No journal ref found,none,cs.LG,Summary23770,1502.03508v2,2015-02-12T01:51:08Z,Adding vs. Averaging in Distributed Primal-Dual Optimization,"Chenxin Ma, Virginia Smith, Martin Jaggi, Michael I. Jordan, Peter Richtárik, Martin Takáč",http://arxiv.org/pdf/1502.03508v2,No journal ref found,none,cs.LG,Summary23771,1502.03529v3,2015-02-12T04:01:46Z,Scalable Stochastic Alternating Direction Method of Multipliers,"Shen-Yi Zhao, Wu-Jun Li, Zhi-Hua Zhou",http://arxiv.org/pdf/1502.03529v3,No journal ref found,none,cs.LG,Summary23772,1502.03601v1,2015-02-12T11:07:51Z,A Predictive System for detection of Bankruptcy using Machine Learning techniques,"Kalyan Nagaraj, Amulyashree Sridhar",http://arxiv.org/pdf/1502.03601v1,"Kalyan Nagaraj, Amulyashree Sridhar (2015). A Predictive System for detection of Bankruptcy using Machine learning techniques. IJDKP. 5(1): 29-40",none,cs.LG,Summary23773,1502.04137v1,2015-02-13T21:32:12Z,Non-Adaptive Learning a Hidden Hipergraph,"Hasan Abasi, Nader H. Bshouty, Hanna Mazzawi",http://arxiv.org/pdf/1502.04137v1,No journal ref found,none,cs.LG,Summary23774,1502.04156v3,2015-02-14T01:11:25Z,Towards Biologically Plausible Deep Learning,"Yoshua Bengio, Dong-Hyun Lee, Jorg Bornschein, Thomas Mesnard, Zhouhan Lin",http://arxiv.org/pdf/1502.04156v3,No journal ref found,none,cs.LG,Summary23775,1502.04187v2,2015-02-14T10:58:53Z,Application of Deep Neural Network in Estimation of the Weld Bead Parameters,"Soheil Keshmiri, Xin Zheng, Chee Meng Chew, Chee Khiang Pang",http://arxiv.org/pdf/1502.04187v2,No journal ref found,none,cs.LG,Summary23776,1502.04585v1,2015-02-16T15:53:03Z,The Ladder: A Reliable Leaderboard for Machine Learning Competitions,"Avrim Blum, Moritz Hardt",http://arxiv.org/pdf/1502.04585v1,No journal ref found,none,cs.LG,Summary23777,1502.04617v1,2015-02-16T16:41:26Z,Deep Transform: Error Correction via Probabilistic Re-Synthesis,Andrew J. R. Simpson,http://arxiv.org/pdf/1502.04617v1,No journal ref found,none,cs.LG,Summary23778,1502.04843v2,2015-02-17T10:08:48Z,Generalized Gradient Learning on Time Series under Elastic Transformations,Brijnesh Jain,http://arxiv.org/pdf/1502.04843v2,No journal ref found,none,cs.LG,Summary23779,1502.05090v1,2015-02-18T00:27:39Z,Real time clustering of time series using triangular potentials,"Aldo Pacchiano, Oliver Williams",http://arxiv.org/pdf/1502.05090v1,No journal ref found,none,cs.LG,Summary23780,1502.05111v1,2015-02-18T04:04:45Z,CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data,"Fangfang Li, Guandong Xu, Longbing Cao",http://arxiv.org/pdf/1502.05111v1,No journal ref found,none,cs.LG,Summary23781,1502.05134v2,2015-02-18T06:55:07Z,Supervised cross-modal factor analysis for multiple modal data classification,"Jingbin Wang, Yihua Zhou, Kanghong Duan, Jim Jing-Yan Wang, Halima Bensmail",http://arxiv.org/pdf/1502.05134v2,No journal ref found,none,cs.LG,Summary23782,1502.05477v4,2015-02-19T06:44:25Z,Trust Region Policy Optimization,"John Schulman, Sergey Levine, Philipp Moritz, Michael I. Jordan, Pieter Abbeel",http://arxiv.org/pdf/1502.05477v4,No journal ref found,none,cs.LG,Summary23783,1502.05934v1,2015-02-20T16:58:36Z,Achieving All with No Parameters: Adaptive NormalHedge,"Haipeng Luo, Robert E. Schapire",http://arxiv.org/pdf/1502.05934v1,No journal ref found,none,cs.LG,Summary23784,1502.06177v1,2015-02-22T04:42:01Z,SDCA without Duality,Shai Shalev-Shwartz,http://arxiv.org/pdf/1502.06177v1,No journal ref found,none,cs.LG,Summary23785,1502.06187v2,2015-02-22T06:21:28Z,Teaching and compressing for low VC-dimension,"Shay Moran, Amir Shpilka, Avi Wigderson, Amir Yehudayoff",http://arxiv.org/pdf/1502.06187v2,No journal ref found,none,cs.LG,Summary23786,1502.06362v2,2015-02-23T09:47:54Z,Contextual Dueling Bandits,"Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi",http://arxiv.org/pdf/1502.06362v2,No journal ref found,none,cs.LG,Summary23787,1502.06665v1,2015-02-24T01:26:43Z,Reified Context Models,"Jacob Steinhardt, Percy Liang",http://arxiv.org/pdf/1502.06665v1,No journal ref found,none,cs.LG,Summary23788,1502.06668v1,2015-02-24T01:42:09Z,Learning Fast-Mixing Models for Structured Prediction,"Jacob Steinhardt, Percy Liang",http://arxiv.org/pdf/1502.06668v1,No journal ref found,none,cs.LG,Summary23789,1502.07073v3,2015-02-25T07:24:40Z,Strongly Adaptive Online Learning,"Amit Daniely, Alon Gonen, Shai Shalev-Shwartz",http://arxiv.org/pdf/1502.07073v3,No journal ref found,none,cs.LG,Summary23790,1502.07143v1,2015-02-25T12:14:04Z,The VC-Dimension of Similarity Hypotheses Spaces,"Mark Herbster, Paul Rubenstein, James Townsend",http://arxiv.org/pdf/1502.07143v1,No journal ref found,none,cs.LG,Summary23791,1502.07617v1,2015-02-26T16:18:53Z,Online Learning with Feedback Graphs: Beyond Bandits,"Noga Alon, Nicolò Cesa-Bianchi, Ofer Dekel, Tomer Koren",http://arxiv.org/pdf/1502.07617v1,No journal ref found,none,cs.LG,Summary23792,1503.00424v2,2015-03-02T06:59:06Z,Learning Mixtures of Gaussians in High Dimensions,"Rong Ge, Qingqing Huang, Sham M. Kakade",http://arxiv.org/pdf/1503.00424v2,No journal ref found,none,cs.LG,Summary23793,1503.00491v1,2015-03-02T12:09:23Z,Utility-Theoretic Ranking for Semi-Automated Text Classification,"Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani",http://arxiv.org/pdf/1503.00491v1,No journal ref found,none,cs.LG,Summary23794,1503.00600v1,2015-03-02T16:35:02Z,An $\mathcal{O}(n\log n)$ projection operator for weighted $\ell_1$-norm regularization with sum constraint,Weiran Wang,http://arxiv.org/pdf/1503.00600v1,No journal ref found,none,cs.LG,Summary23795,1503.01002v1,2015-03-03T16:40:17Z,Projection onto the capped simplex,"Weiran Wang, Canyi Lu",http://arxiv.org/pdf/1503.01002v1,No journal ref found,none,cs.LG,Summary23796,1503.01239v1,2015-03-04T06:47:16Z,Active Sample Learning and Feature Selection: A Unified Approach,"Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha",http://arxiv.org/pdf/1503.01239v1,No journal ref found,none,cs.LG,Summary23797,1503.01428v3,2015-03-04T19:23:55Z,Probabilistic Label Relation Graphs with Ising Models,"Nan Ding, Jia Deng, Kevin Murphy, Hartmut Neven",http://arxiv.org/pdf/1503.01428v3,No journal ref found,none,cs.LG,Summary23798,1503.01883v1,2015-03-06T09:10:34Z,Ranking and significance of variable-length similarity-based time series motifs,"Joan Serrà, Isabel Serra, Álvaro Corral, Josep Lluis Arcos",http://arxiv.org/pdf/1503.01883v1,Expert Systems with Applications 55: 452-460. Aug 2016,none,cs.LG,Summary23799,1503.02143v1,2015-03-07T08:39:15Z,Model selection of polynomial kernel regression,"Shaobo Lin, Xingping Sun, Zongben Xu, Jinshan Zeng",http://arxiv.org/pdf/1503.02143v1,No journal ref found,none,cs.LG,Summary23800,1503.02193v2,2015-03-07T17:36:08Z,Label optimal regret bounds for online local learning,"Pranjal Awasthi, Moses Charikar, Kevin A. Lai, Andrej Risteski",http://arxiv.org/pdf/1503.02193v2,No journal ref found,none,cs.LG,Summary23801,1503.02406v1,2015-03-09T09:39:41Z,Deep Learning and the Information Bottleneck Principle,"Naftali Tishby, Noga Zaslavsky",http://arxiv.org/pdf/1503.02406v1,No journal ref found,none,cs.LG,Summary23802,1503.02946v2,2015-03-10T15:09:25Z,apsis - Framework for Automated Optimization of Machine Learning Hyper Parameters,"Frederik Diehl, Andreas Jauch",http://arxiv.org/pdf/1503.02946v2,No journal ref found,none,cs.LG,Summary23803,1503.03238v1,2015-03-11T09:38:49Z,Scalable Discovery of Time-Series Shapelets,"Josif Grabocka, Martin Wistuba, Lars Schmidt-Thieme",http://arxiv.org/pdf/1503.03238v1,No journal ref found,none,cs.LG,Summary23804,1503.03488v2,2015-03-07T22:45:54Z,Estimating the Mean Number of K-Means Clusters to Form,Robert A. Murphy,http://arxiv.org/pdf/1503.03488v2,No journal ref found,none,cs.LG,Summary23805,1503.03578v1,2015-03-12T04:07:32Z,LINE: Large-scale Information Network Embedding,"Jian Tang, Meng Qu, Mingzhe Wang, Ming Zhang, Jun Yan, Qiaozhu Mei",http://arxiv.org/pdf/1503.03578v1,No journal ref found,none,cs.LG,Summary23806,1503.04269v2,2015-03-14T04:44:20Z,An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning,"Richard S. Sutton, A. Rupam Mahmood, Martha White",http://arxiv.org/pdf/1503.04269v2,"Journal of Machine Learning Research 17(73): 1-29, 2016",none,cs.LG,Summary23807,1503.04996v1,2015-03-17T11:01:37Z,On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications,"Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan",http://arxiv.org/pdf/1503.04996v1,No journal ref found,none,cs.LG,Summary23808,1503.05018v1,2015-03-17T12:41:30Z,Ultra-Fast Shapelets for Time Series Classification,"Martin Wistuba, Josif Grabocka, Lars Schmidt-Thieme",http://arxiv.org/pdf/1503.05018v1,No journal ref found,none,cs.LG,Summary23809,1503.05187v1,2015-03-17T11:05:31Z,An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests,"Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan",http://arxiv.org/pdf/1503.05187v1,No journal ref found,none,cs.LG,Summary23810,1503.05571v2,2015-03-18T20:06:07Z,GSNs : Generative Stochastic Networks,"Guillaume Alain, Yoshua Bengio, Li Yao, Jason Yosinski, Eric Thibodeau-Laufer, Saizheng Zhang, Pascal Vincent",http://arxiv.org/pdf/1503.05571v2,No journal ref found,none,cs.LG,Summary23811,1503.05938v1,2015-03-19T20:30:46Z,On Invariance and Selectivity in Representation Learning,"Fabio Anselmi, Lorenzo Rosasco, Tomaso Poggio",http://arxiv.org/pdf/1503.05938v1,No journal ref found,none,cs.LG,Summary23812,1503.06169v1,2015-03-20T17:21:12Z,Networked Stochastic Multi-Armed Bandits with Combinatorial Strategies,"Shaojie Tang, Yaqin Zhou",http://arxiv.org/pdf/1503.06169v1,No journal ref found,none,cs.LG,Summary23813,1503.06549v1,2015-03-23T08:19:17Z,Optimum Reject Options for Prototype-based Classification,"Lydia Fischer, Barbara Hammer, Heiko Wersing",http://arxiv.org/pdf/1503.06549v1,No journal ref found,none,cs.LG,Summary23814,1503.06608v1,2015-03-23T11:47:05Z,Proficiency Comparison of LADTree and REPTree Classifiers for Credit Risk Forecast,Lakshmi Devasena C,http://arxiv.org/pdf/1503.06608v1,"International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.1, February 2015, pp. 39 - 50",none,cs.LG,Summary23815,1503.06619v2,2015-03-23T12:31:18Z,Fusing Continuous-valued Medical Labels using a Bayesian Model,"Tingting Zhu, Nic Dunkley, Joachim Behar, David A. Clifton, Gari D. Clifford",http://arxiv.org/pdf/1503.06619v2,No journal ref found,none,cs.LG,Summary23816,1503.06629v1,2015-03-23T13:20:22Z,A Probabilistic Interpretation of Sampling Theory of Graph Signals,"Akshay Gadde, Antonio Ortega",http://arxiv.org/pdf/1503.06629v1,No journal ref found,none,cs.LG,Summary23817,1503.06745v1,2015-03-23T17:47:00Z,Online classifier adaptation for cost-sensitive learning,"Junlin Zhang, Jose Garcia",http://arxiv.org/pdf/1503.06745v1,No journal ref found,none,cs.LG,Summary23818,1503.06858v4,2015-03-23T22:00:51Z,Communication Efficient Distributed Kernel Principal Component Analysis,"Maria-Florina Balcan, Yingyu Liang, Le Song, David Woodruff, Bo Xie",http://arxiv.org/pdf/1503.06858v4,No journal ref found,none,cs.LG,Summary23819,1503.06952v1,2015-03-24T08:57:25Z,Comparing published multi-label classifier performance measures to the ones obtained by a simple multi-label baseline classifier,"Jean Metz, Newton Spolaôr, Everton A. Cherman, Maria C. Monard",http://arxiv.org/pdf/1503.06952v1,No journal ref found,none,cs.LG,Summary23820,1503.06960v2,2015-03-24T09:30:33Z,Sample compression schemes for VC classes,"Shay Moran, Amir Yehudayoff",http://arxiv.org/pdf/1503.06960v2,No journal ref found,none,cs.LG,Summary23821,1503.07477v1,2015-03-25T17:56:19Z,A Survey of Classification Techniques in the Area of Big Data,"Praful Koturwar, Sheetal Girase, Debajyoti Mukhopadhyay",http://arxiv.org/pdf/1503.07477v1,No journal ref found,none,cs.LG,Summary23822,1503.07795v1,2015-03-26T17:22:26Z,Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients,"Naveen Kumar Parachur Cotha, Marina Sokolova",http://arxiv.org/pdf/1503.07795v1,No journal ref found,none,cs.LG,Summary23823,1503.08316v4,2015-03-28T15:51:48Z,A Variance Reduced Stochastic Newton Method,"Aurelien Lucchi, Brian McWilliams, Thomas Hofmann",http://arxiv.org/pdf/1503.08316v4,No journal ref found,none,cs.LG,Summary23824,1503.08370v1,2015-03-29T00:16:58Z,Global Bandits,"Onur Atan, Cem Tekin, Mihaela van der Schaar",http://arxiv.org/pdf/1503.08370v1,No journal ref found,none,cs.LG,Summary23825,1503.08395v6,2015-03-29T07:25:32Z,Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition,"Shusen Wang, Zhihua Zhang, Tong Zhang",http://arxiv.org/pdf/1503.08395v6,No journal ref found,none,cs.LG,Summary23826,1503.08873v1,2015-03-30T23:29:46Z,Fast Label Embeddings for Extremely Large Output Spaces,"Paul Mineiro, Nikos Karampatziakis",http://arxiv.org/pdf/1503.08873v1,No journal ref found,none,cs.LG,Summary23827,1503.09082v11,2015-03-31T15:17:57Z,Generalized Categorization Axioms,Jian Yu,http://arxiv.org/pdf/1503.09082v11,No journal ref found,none,cs.LG,Summary23828,1504.00736v1,2015-04-03T03:21:15Z,Unsupervised Feature Selection with Adaptive Structure Learning,"Liang Du, Yi-Dong Shen",http://arxiv.org/pdf/1504.00736v1,No journal ref found,none,cs.LG,Summary23829,1504.00948v3,2015-04-03T22:04:05Z,The Child is Father of the Man: Foresee the Success at the Early Stage,"Liangyue Li, Hanghang Tong",http://arxiv.org/pdf/1504.00948v3,No journal ref found,none,cs.LG,Summary23830,1504.01072v1,2015-04-05T02:20:55Z,EM-Based Channel Estimation from Crowd-Sourced RSSI Samples Corrupted by Noise and Interference,"Silvija Kokalj-Filipovic, Larry Greenstein",http://arxiv.org/pdf/1504.01072v1,No journal ref found,none,cs.LG,Summary23831,1504.01365v1,2015-04-06T19:25:47Z,PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent,"Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon",http://arxiv.org/pdf/1504.01365v1,No journal ref found,none,cs.LG,Summary23832,1504.01840v1,2015-04-08T06:22:44Z,Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space,Yegor Tkachenko,http://arxiv.org/pdf/1504.01840v1,No journal ref found,none,cs.LG,Summary23833,1504.01934v1,2015-04-08T12:26:09Z,Data Mining for Prediction of Human Performance Capability in the Software-Industry,"Gaurav Singh Thakur, Anubhav Gupta, Sangita Gupta",http://arxiv.org/pdf/1504.01934v1,No journal ref found,none,cs.LG,Summary23834,1504.02622v1,2015-04-10T09:56:51Z,Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation,"Wojciech Marian Czarnecki, Rafał Józefowicz, Jacek Tabor",http://arxiv.org/pdf/1504.02622v1,No journal ref found,none,cs.LG,Summary23835,1504.02824v2,2015-04-11T02:56:01Z,A Deep Embedding Model for Co-occurrence Learning,"Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1504.02824v2,No journal ref found,none,cs.LG,Summary23836,1504.02975v1,2015-04-12T14:03:25Z,Classification with Extreme Learning Machine and Ensemble Algorithms Over Randomly Partitioned Data,Ferhat Özgür Çatak,http://arxiv.org/pdf/1504.02975v1,No journal ref found,none,cs.LG,Summary23837,1504.03101v2,2015-04-13T09:13:23Z,Convex Learning of Multiple Tasks and their Structure,"Carlo Ciliberto, Youssef Mroueh, Tomaso Poggio, Lorenzo Rosasco",http://arxiv.org/pdf/1504.03101v2,No journal ref found,none,cs.LG,Summary23838,1504.03509v2,2015-04-14T12:14:46Z,Regret vs. Communication: Distributed Stochastic Multi-Armed Bandits and Beyond,"Shuang Liu, Cheng Chen, Zhihua Zhang",http://arxiv.org/pdf/1504.03509v2,No journal ref found,none,cs.LG,Summary23839,1504.03655v4,2015-04-14T18:34:03Z,Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients,"Bo Xie, Yingyu Liang, Le Song",http://arxiv.org/pdf/1504.03655v4,No journal ref found,none,cs.LG,Summary23840,1504.03892v1,2015-04-15T12:47:50Z,Linear Maximum Margin Classifier for Learning from Uncertain Data,"Christos Tzelepis, Vasileios Mezaris, Ioannis Patras",http://arxiv.org/pdf/1504.03892v1,No journal ref found,none,cs.LG,Summary23841,1504.04588v1,2015-04-17T17:32:00Z,The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems,James-A. Goulet,http://arxiv.org/pdf/1504.04588v1,No journal ref found,none,cs.LG,Summary23842,1504.04646v1,2015-04-17T22:05:34Z,Performance Evaluation of Machine Learning Algorithms in Post-operative Life Expectancy in the Lung Cancer Patients,Kwetishe Joro Danjuma,http://arxiv.org/pdf/1504.04646v1,"IJCSI International Journal of Computer Science Issues, Volume 12, Issue 2, March 2015",none,cs.LG,Summary23843,1504.05321v2,2015-04-21T07:05:24Z,Instance Optimal Learning,"Gregory Valiant, Paul Valiant",http://arxiv.org/pdf/1504.05321v2,No journal ref found,none,cs.LG,Summary23844,1504.05408v1,2015-04-21T12:40:32Z,Effective Discriminative Feature Selection with Non-trivial Solutions,"Hong Tao, Chenping Hou, Feiping Nie, Yuanyuan Jiao, Dongyun Yi",http://arxiv.org/pdf/1504.05408v1,No journal ref found,none,cs.LG,Summary23845,1504.05539v1,2015-04-21T18:33:39Z,Temporal-Difference Networks,"Richard S. Sutton, Brian Tanner",http://arxiv.org/pdf/1504.05539v1,No journal ref found,none,cs.LG,Summary23846,1504.06494v1,2015-04-24T13:23:40Z,Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring,"Konstantinos Georgatzis, Christopher K. I. Williams",http://arxiv.org/pdf/1504.06494v1,No journal ref found,none,cs.LG,Summary23847,1504.06681v1,2015-04-25T04:41:30Z,Online Convex Optimization Using Predictions,"Niangjun Chen, Anish Agarwal, Adam Wierman, Siddharth Barman, Lachlan L. H. Andrew",http://arxiv.org/pdf/1504.06681v1,No journal ref found,none,cs.LG,Summary23848,1504.06952v21,2015-04-27T07:27:10Z,Random Forest for the Contextual Bandit Problem - extended version,"Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy, Fabrice Clérot",http://arxiv.org/pdf/1504.06952v21,No journal ref found,none,cs.LG,Summary23849,1504.07000v1,2015-04-27T09:41:36Z,Accelerated nonlinear discriminant analysis,"Nikolaos Gkalelis, Vasileios Mezaris",http://arxiv.org/pdf/1504.07000v1,No journal ref found,none,cs.LG,Summary23850,1504.07272v2,2015-04-27T20:45:47Z,Surrogate regret bounds for generalized classification performance metrics,"Wojciech Kotłowski, Krzysztof Dembczyński",http://arxiv.org/pdf/1504.07272v2,No journal ref found,none,cs.LG,Summary23851,1504.07614v1,2015-04-28T19:53:59Z,"Ors of Ands for Interpretable Classification, with Application to Context-Aware Recommender Systems","Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille",http://arxiv.org/pdf/1504.07614v1,No journal ref found,none,cs.LG,Summary23852,1504.07662v1,2015-04-28T21:16:07Z,Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems,"Dragomir Yankov, Pavel Berkhin, Lihong Li",http://arxiv.org/pdf/1504.07662v1,No journal ref found,none,cs.LG,Summary23853,1504.07968v2,2015-04-29T19:05:06Z,Learning Contextualized Music Semantics from Tags via a Siamese Network,"Ubai Sandouk, Ke Chen",http://arxiv.org/pdf/1504.07968v2,No journal ref found,none,cs.LG,Summary23854,1504.08025v2,2015-04-29T21:08:52Z,Note on Equivalence Between Recurrent Neural Network Time Series Models and Variational Bayesian Models,"Jascha Sohl-Dickstein, Diederik P. Kingma",http://arxiv.org/pdf/1504.08025v2,No journal ref found,none,cs.LG,Summary23855,1506.00312v1,2015-06-01T00:44:37Z,Copeland Dueling Bandits,"Masrour Zoghi, Zohar Karnin, Shimon Whiteson, Maarten de Rijke",http://arxiv.org/pdf/1506.00312v1,No journal ref found,none,cs.LG,Summary23856,1506.00990v10,2015-06-02T19:12:00Z,Unsupervised Learning on Neural Network Outputs: with Application in Zero-shot Learning,Yao Lu,http://arxiv.org/pdf/1506.00990v10,No journal ref found,none,cs.LG,Summary23857,1506.01060v2,2015-06-02T21:02:16Z,Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection,"Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz",http://arxiv.org/pdf/1506.01060v2,No journal ref found,none,cs.LG,Summary23858,1506.01077v1,2015-06-02T22:26:42Z,On bicluster aggregation and its benefits for enumerative solutions,"Saullo Haniell Galvão de Oliveira, Rosana Veroneze, Fernando José Von Zuben",http://arxiv.org/pdf/1506.01077v1,No journal ref found,none,cs.LG,Summary23859,1506.01163v1,2015-06-03T08:41:05Z,Towards Structured Deep Neural Network for Automatic Speech Recognition,"Yi-Hsiu Liao, Hung-Yi Lee, Lin-shan Lee",http://arxiv.org/pdf/1506.01163v1,No journal ref found,none,cs.LG,Summary23860,1506.01330v1,2015-06-03T17:49:52Z,Unsupervised Feature Analysis with Class Margin Optimization,"Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng",http://arxiv.org/pdf/1506.01330v1,No journal ref found,none,cs.LG,Summary23861,1506.01339v2,2015-06-03T18:06:49Z,Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests,Jacob Whitehill,http://arxiv.org/pdf/1506.01339v2,No journal ref found,none,cs.LG,Summary23862,1506.01829v1,2015-06-05T09:19:01Z,Semidefinite and Spectral Relaxations for Multi-Label Classification,"Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot, Francis Bach",http://arxiv.org/pdf/1506.01829v1,No journal ref found,none,cs.LG,Summary23863,1506.02117v2,2015-06-06T04:38:48Z,Learning Multiple Tasks with Deep Relationship Networks,"Mingsheng Long, Jianmin Wang, Philip S. Yu",http://arxiv.org/pdf/1506.02117v2,No journal ref found,none,cs.LG,Summary23864,1506.02216v6,2015-06-07T04:23:50Z,A Recurrent Latent Variable Model for Sequential Data,"Junyoung Chung, Kyle Kastner, Laurent Dinh, Kratarth Goel, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1506.02216v6,No journal ref found,none,cs.LG,Summary23865,1506.02535v5,2015-06-08T15:10:56Z,Efficient Learning of Ensembles with QuadBoost,"Louis Fortier-Dubois, François Laviolette, Mario Marchand, Louis-Emile Robitaille, Jean-Francis Roy",http://arxiv.org/pdf/1506.02535v5,No journal ref found,none,cs.LG,Summary23866,1506.02582v2,2015-06-08T16:42:10Z,On Convergence of Emphatic Temporal-Difference Learning,Huizhen Yu,http://arxiv.org/pdf/1506.02582v2,No journal ref found,none,cs.LG,Summary23867,1506.02585v1,2015-06-08T16:51:40Z,Optimal Sparse Kernel Learning for Hyperspectral Anomaly Detection,"Zhimin Peng, Prudhvi Gurram, Heesung Kwon, Wotao Yin",http://arxiv.org/pdf/1506.02585v1,No journal ref found,none,cs.LG,Summary23868,1506.03018v2,2015-06-09T17:41:48Z,On the Interpretability of Conditional Probability Estimates in the Agnostic Setting,"Yihan Gao, Aditya Parameswaran, Jian Peng",http://arxiv.org/pdf/1506.03018v2,No journal ref found,none,cs.LG,Summary23869,1506.03623v1,2015-06-11T11:01:40Z,Max-Entropy Feed-Forward Clustering Neural Network,"Han Xiao, Xiaoyan Zhu",http://arxiv.org/pdf/1506.03623v1,"ICANN 2015: International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, (May 14-15, 2015)",none,cs.LG,Summary23870,1506.03626v1,2015-06-11T11:10:25Z,Margin-Based Feed-Forward Neural Network Classifiers,"Han Xiao, Xiaoyan Zhu",http://arxiv.org/pdf/1506.03626v1,No journal ref found,none,cs.LG,Summary23871,1506.04217v2,2015-06-13T03:52:44Z,On the Equivalence of CoCoA+ and DisDCA,Ching-pei Lee,http://arxiv.org/pdf/1506.04217v2,No journal ref found,none,cs.LG,Summary23872,1506.04359v1,2015-06-14T08:07:23Z,Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms,"Yunwen Lei, Ürün Dogan, Alexander Binder, Marius Kloft",http://arxiv.org/pdf/1506.04359v1,No journal ref found,none,cs.LG,Summary23873,1506.04364v2,2015-06-14T09:11:13Z,Localized Multiple Kernel Learning---A Convex Approach,"Yunwen Lei, Alexander Binder, Ürün Dogan, Marius Kloft",http://arxiv.org/pdf/1506.04364v2,No journal ref found,none,cs.LG,Summary23874,1506.04422v2,2015-06-14T17:02:49Z,A Fast Incremental Gaussian Mixture Model,"Rafael Pinto, Paulo Engel",http://arxiv.org/pdf/1506.04422v2,No journal ref found,none,cs.LG,Summary23875,1506.04477v1,2015-06-15T04:44:38Z,Dual Memory Architectures for Fast Deep Learning of Stream Data via an Online-Incremental-Transfer Strategy,"Sang-Woo Lee, Min-Oh Heo, Jiwon Kim, Jeonghee Kim, Byoung-Tak Zhang",http://arxiv.org/pdf/1506.04477v1,No journal ref found,none,cs.LG,Summary23876,1506.04557v4,2015-06-15T11:37:09Z,Learning Deep Generative Models with Doubly Stochastic MCMC,"Chao Du, Jun Zhu, Bo Zhang",http://arxiv.org/pdf/1506.04557v4,No journal ref found,none,cs.LG,Summary23877,1506.04720v1,2015-06-15T19:34:59Z,Latent Regression Bayesian Network for Data Representation,"Siqi Nie, Qiang Ji",http://arxiv.org/pdf/1506.04720v1,No journal ref found,none,cs.LG,Summary23878,1506.04782v2,2015-06-15T21:42:45Z,Cheap Bandits,"Manjesh Kumar Hanawal, Venkatesh Saligrama, Michal Valko, R\ emi Munos",http://arxiv.org/pdf/1506.04782v2,No journal ref found,none,cs.LG,Summary23879,1506.04820v2,2015-06-16T02:20:32Z,Online Gradient Boosting,"Alina Beygelzimer, Elad Hazan, Satyen Kale, Haipeng Luo",http://arxiv.org/pdf/1506.04820v2,No journal ref found,none,cs.LG,Summary23880,1506.04908v3,2015-06-16T10:44:30Z,Learning with Clustering Structure,"Vincent Roulet, Fajwel Fogel, Alexandre dAspremont, Francis Bach",http://arxiv.org/pdf/1506.04908v3,No journal ref found,none,cs.LG,Summary23881,1506.05055v1,2015-06-16T18:18:06Z,Numeric Input Relations for Relational Learning with Applications to Community Structure Analysis,"Jiuchuan Jiang, Manfred Jaeger",http://arxiv.org/pdf/1506.05055v1,No journal ref found,none,cs.LG,Summary23882,1506.05232v2,2015-06-17T07:51:42Z,On the Depth of Deep Neural Networks: A Theoretical View,"Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu",http://arxiv.org/pdf/1506.05232v2,No journal ref found,none,cs.LG,Summary23883,1506.05254v3,2015-06-17T09:32:31Z,Gradient Estimation Using Stochastic Computation Graphs,"John Schulman, Nicolas Heess, Theophane Weber, Pieter Abbeel",http://arxiv.org/pdf/1506.05254v3,No journal ref found,none,cs.LG,Summary23884,1506.05790v2,2015-06-18T19:53:12Z,Scalable Semi-Supervised Aggregation of Classifiers,"Akshay Balsubramani, Yoav Freund",http://arxiv.org/pdf/1506.05790v2,No journal ref found,none,cs.LG,Summary23885,1506.06112v3,2015-06-19T19:04:54Z,The Extreme Value Machine,"Ethan M. Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult",http://arxiv.org/pdf/1506.06112v3,No journal ref found,none,cs.LG,Summary23886,1506.06980v2,2015-06-23T13:22:10Z,Strategic Classification,"Moritz Hardt, Nimrod Megiddo, Christos Papadimitriou, Mary Wootters",http://arxiv.org/pdf/1506.06980v2,No journal ref found,none,cs.LG,Summary23887,1506.07254v1,2015-06-24T06:31:21Z,Unconfused ultraconservative multiclass algorithms,"Ugo Louche, Liva Ralaivola",http://arxiv.org/pdf/1506.07254v1,"Machine Learning, Springer Verlag (Germany), 2015, Machine learning, 99 (2), pp.351",none,cs.LG,Summary23888,1506.07300v2,2015-06-24T10:02:13Z,Flexible Multi-layer Sparse Approximations of Matrices and Applications,"Luc Le Magoarou, Rémi Gribonval",http://arxiv.org/pdf/1506.07300v2,No journal ref found,none,cs.LG,Summary23889,1506.07552v2,2015-06-24T20:39:54Z,Splash: User-friendly Programming Interface for Parallelizing Stochastic Algorithms,"Yuchen Zhang, Michael I. Jordan",http://arxiv.org/pdf/1506.07552v2,No journal ref found,none,cs.LG,Summary23890,1506.07643v3,2015-06-25T07:23:56Z,Conservativeness of untied auto-encoders,"Daniel Jiwoong Im, Mohamed Ishmael Diwan Belghazi, Roland Memisevic",http://arxiv.org/pdf/1506.07643v3,No journal ref found,none,cs.LG,Summary23891,1506.08251v1,2015-06-27T03:03:10Z,Occams Gates,"Jonathan Raiman, Szymon Sidor",http://arxiv.org/pdf/1506.08251v1,No journal ref found,none,cs.LG,Summary23892,1507.00500v1,2015-07-02T10:06:02Z,Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM,"Léa Laporte, Rémi Flamary, Stephane Canu, Sébastien Déjean, Josiane Mothe",http://arxiv.org/pdf/1507.00500v1,"IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2013, pp.1,1",none,cs.LG,Summary23893,1507.00504v2,2015-07-02T10:15:11Z,Optimal Transport for Domain Adaptation,"Nicolas Courty, Rémi Flamary, Devis Tuia, Alain Rakotomamonjy",http://arxiv.org/pdf/1507.00504v2,No journal ref found,none,cs.LG,Summary23894,1507.01215v2,2015-07-05T12:49:20Z,Combining Models of Approximation with Partial Learning,"Ziyuan Gao, Frank Stephan, Sandra Zilles",http://arxiv.org/pdf/1507.01215v2,No journal ref found,none,cs.LG,Summary23895,1507.01563v1,2015-07-06T18:53:09Z,"A Simple Algorithm for Maximum Margin Classification, Revisited",Sariel Har-Peled,http://arxiv.org/pdf/1507.01563v1,No journal ref found,none,cs.LG,Summary23896,1507.02011v1,2015-07-08T03:35:58Z,A Bayesian Approach for Online Classifier Ensemble,"Qinxun Bai, Henry Lam, Stan Sclaroff",http://arxiv.org/pdf/1507.02011v1,No journal ref found,none,cs.LG,Summary23897,1507.02158v2,2015-07-08T13:58:19Z,An Empirical Study on Budget-Aware Online Kernel Algorithms for Streams of Graphs,"Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti",http://arxiv.org/pdf/1507.02158v2,No journal ref found,none,cs.LG,Summary23898,1507.02186v2,2015-07-08T14:58:49Z,Extending local features with contextual information in graph kernels,"Nicolò Navarin, Alessandro Sperduti, Riccardo Tesselli",http://arxiv.org/pdf/1507.02186v2,"Lecture Notes in Computer Science, Neural Information Processing, 22nd International Conference, ICONIP 2015, November 9-12, 2015, Proceedings, Part IV",none,cs.LG,Summary23899,1507.02750v2,2015-07-10T00:05:38Z,Utility-based Dueling Bandits as a Partial Monitoring Game,"Pratik Gajane, Tanguy Urvoy",http://arxiv.org/pdf/1507.02750v2,No journal ref found,none,cs.LG,Summary23900,1507.03032v2,2015-07-10T20:52:35Z,Spectral Smoothing via Random Matrix Perturbations,"Jacob Abernethy, Chansoo Lee, Ambuj Tewari",http://arxiv.org/pdf/1507.03032v2,No journal ref found,none,cs.LG,Summary23901,1507.03125v1,2015-07-11T16:46:37Z,A new boosting algorithm based on dual averaging scheme,Nan Wang,http://arxiv.org/pdf/1507.03125v1,No journal ref found,none,cs.LG,Summary23902,1507.03292v4,2015-07-12T23:27:50Z,Cluster-Aided Mobility Predictions,"Jaeseong Jeong, Mathieu Leconte, Alexandre Proutiere",http://arxiv.org/pdf/1507.03292v4,No journal ref found,none,cs.LG,Summary23903,1507.03372v2,2015-07-13T09:50:41Z,Ordered Decompositional DAG Kernels Enhancements,"Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti",http://arxiv.org/pdf/1507.03372v2,"Neurocomputing, Volume 192, 5 June 2016, Pages 92--103",none,cs.LG,Summary23904,1507.04029v1,2015-07-14T21:16:23Z,Training artificial neural networks to learn a nondeterministic game,Thomas E. Portegys,http://arxiv.org/pdf/1507.04029v1,No journal ref found,none,cs.LG,Summary23905,1507.04502v1,2015-07-16T09:28:27Z,Towards Predicting First Daily Departure Times: a Gaussian Modeling Approach for Load Shift Forecasting,"Nicholas H. Kirk, Ilya Dianov",http://arxiv.org/pdf/1507.04502v1,No journal ref found,none,cs.LG,Summary23906,1507.04523v1,2015-07-16T11:02:13Z,Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits,"Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer, András Antos",http://arxiv.org/pdf/1507.04523v1,No journal ref found,none,cs.LG,Summary23907,1507.04888v3,2015-07-17T09:30:03Z,Maximum Entropy Deep Inverse Reinforcement Learning,"Markus Wulfmeier, Peter Ondruska, Ingmar Posner",http://arxiv.org/pdf/1507.04888v3,No journal ref found,none,cs.LG,Summary23908,1507.04910v1,2015-07-17T10:39:52Z,Lower Bounds for Multi-armed Bandit with Non-equivalent Multiple Plays,"Aleksandr Vorobev, Gleb Gusev",http://arxiv.org/pdf/1507.04910v1,No journal ref found,none,cs.LG,Summary23909,1507.05307v1,2015-07-19T16:55:08Z,2 Notes on Classes with Vapnik-Chervonenkis Dimension 1,Shai Ben-David,http://arxiv.org/pdf/1507.05307v1,No journal ref found,none,cs.LG,Summary23910,1507.05455v2,2015-07-20T11:48:01Z,AMP: a new time-frequency feature extraction method for intermittent time-series data,"Duncan Barrack, James Goulding, Keith Hopcraft, Simon Preston, Gavin Smith",http://arxiv.org/pdf/1507.05455v2,No journal ref found,none,cs.LG,Summary23911,1507.05800v1,2015-07-21T12:17:58Z,Bandit-Based Task Assignment for Heterogeneous Crowdsourcing,"Hao Zhang, Yao Ma, Masashi Sugiyama",http://arxiv.org/pdf/1507.05800v1,No journal ref found,none,cs.LG,Summary23912,1507.05880v2,2015-07-21T15:55:46Z,A study of the classification of low-dimensional data with supervised manifold learning,"Elif Vural, Christine Guillemot",http://arxiv.org/pdf/1507.05880v2,No journal ref found,none,cs.LG,Summary23913,1507.06527v4,2015-07-23T15:16:46Z,Deep Recurrent Q-Learning for Partially Observable MDPs,"Matthew Hausknecht, Peter Stone",http://arxiv.org/pdf/1507.06527v4,No journal ref found,none,cs.LG,Summary23914,1507.06923v1,2015-07-24T17:22:17Z,A Reinforcement Learning Approach to Online Learning of Decision Trees,"Abhinav Garlapati, Aditi Raghunathan, Vaishnavh Nagarajan, Balaraman Ravindran",http://arxiv.org/pdf/1507.06923v1,No journal ref found,none,cs.LG,Summary23915,1507.07146v1,2015-07-25T22:53:31Z,A Framework of Sparse Online Learning and Its Applications,"Dayong Wang, Pengcheng Wu, Peilin Zhao, Steven C. H. Hoi",http://arxiv.org/pdf/1507.07146v1,No journal ref found,none,cs.LG,Summary23916,1507.07147v1,2015-07-25T22:56:29Z,True Online Emphatic TD($λ$): Quick Reference and Implementation Guide,Richard S. Sutton,http://arxiv.org/pdf/1507.07147v1,No journal ref found,none,cs.LG,Summary23917,1507.07199v1,2015-07-26T13:26:57Z,Task Selection for Bandit-Based Task Assignment in Heterogeneous Crowdsourcing,"Hao Zhang, Masashi Sugiyama",http://arxiv.org/pdf/1507.07199v1,No journal ref found,none,cs.LG,Summary23918,1507.07955v1,2015-07-28T20:54:56Z,Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels,"Eric Heim, Milos Hauskrecht",http://arxiv.org/pdf/1507.07955v1,No journal ref found,none,cs.LG,Summary23919,1507.08104v1,2015-07-29T11:28:41Z,Learning Representations for Outlier Detection on a Budget,"Barbora Micenková, Brian McWilliams, Ira Assent",http://arxiv.org/pdf/1507.08104v1,No journal ref found,none,cs.LG,Summary23920,1507.08379v1,2015-07-30T05:09:03Z,VMF-SNE: Embedding for Spherical Data,"Mian Wang, Dong Wang",http://arxiv.org/pdf/1507.08379v1,No journal ref found,none,cs.LG,Summary23921,1508.00088v1,2015-08-01T06:50:01Z,Turnover Prediction Of Shares using Data Mining techniques : A Case Study,"D. S. Shashaank, V. Sruthi, M. L. S Vijayalakshimi, Jacob Shomona Garcia",http://arxiv.org/pdf/1508.00088v1,No journal ref found,none,cs.LG,Summary23922,1508.00181v1,2015-08-02T01:36:37Z,An Analytic Framework for Maritime Situation Analysis,"Hamed Yaghoubi Shahir, Uwe Glässer, Amir Yaghoubi Shahir, Hans Wehn",http://arxiv.org/pdf/1508.00181v1,No journal ref found,none,cs.LG,Summary23923,1508.00792v2,2015-08-04T14:58:45Z,Fixed-point algorithms for learning determinantal point processes,"Zelda Mariet, Suvrit Sra",http://arxiv.org/pdf/1508.00792v2,No journal ref found,none,cs.LG,Summary23924,1508.02268v1,2015-08-10T14:57:30Z,Dropout Training for SVMs with Data Augmentation,"Ning Chen, Jun Zhu, Jianfei Chen, Ting Chen",http://arxiv.org/pdf/1508.02268v1,No journal ref found,none,cs.LG,Summary23925,1508.02373v1,2015-08-10T19:46:50Z,Training Conditional Random Fields with Natural Gradient Descent,Yuan Cao,http://arxiv.org/pdf/1508.02373v1,No journal ref found,none,cs.LG,Summary23926,1508.02479v2,2015-08-11T03:34:33Z,Normalized Hierarchical SVM,"Heejin Choi, Yutaka Sasaki, Nathan Srebro",http://arxiv.org/pdf/1508.02479v2,No journal ref found,none,cs.LG,Summary23927,1508.02986v1,2015-08-12T16:46:29Z,From Cutting Planes Algorithms to Compression Schemes and Active Learning,"Liva Ralaivola, Ugo Louche",http://arxiv.org/pdf/1508.02986v1,No journal ref found,none,cs.LG,Summary23928,1508.03130v1,2015-08-13T06:42:25Z,Probabilistic Dependency Networks for Prediction and Diagnostics,"Narayanan U. Edakunni, Aditi Raghunathan, Abhishek Tripathi, John Handley, Fredric Roulland",http://arxiv.org/pdf/1508.03130v1,No journal ref found,none,cs.LG,Summary23929,1508.03285v2,2015-08-13T17:55:57Z,Hash Function Learning via Codewords,"Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1508.03285v2,No journal ref found,none,cs.LG,Summary23930,1508.03326v2,2015-08-13T19:49:08Z,A Survey on Contextual Multi-armed Bandits,Li Zhou,http://arxiv.org/pdf/1508.03326v2,No journal ref found,none,cs.LG,Summary23931,1508.03329v1,2015-08-13T19:58:59Z,Multi-Task Learning with Group-Specific Feature Space Sharing,"Niloofar Yousefi, Michael Georgiopoulos, Georgios C. Anagnostopoulos",http://arxiv.org/pdf/1508.03329v1,No journal ref found,none,cs.LG,Summary23932,1508.03398v2,2015-08-14T01:32:27Z,End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture,"Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng",http://arxiv.org/pdf/1508.03398v2,No journal ref found,none,cs.LG,Summary23933,1508.03865v2,2015-08-16T20:53:09Z,Predicting Grades,"Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar",http://arxiv.org/pdf/1508.03865v2,"IEEE Transactions on Signal Processing, vol. 64, no. 4, pp. 959-972, Feb.15, 2016",none,cs.LG,Summary23934,1508.04333v1,2015-08-18T14:43:57Z,ESDF: Ensemble Selection using Diversity and Frequency,"Shouvick Mondal, Arko Banerjee",http://arxiv.org/pdf/1508.04333v1,No journal ref found,none,cs.LG,Summary23935,1508.04582v1,2015-08-19T09:37:25Z,Learning to Predict Independent of Span,"Hado van Hasselt, Richard S. Sutton",http://arxiv.org/pdf/1508.04582v1,No journal ref found,none,cs.LG,Summary23936,1508.04734v1,2015-08-19T18:33:07Z,Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals,"M. Amarnath, S. Arunav, Hemantha Kumar, V. Sugumaran, G. S Raghvendra",http://arxiv.org/pdf/1508.04734v1,JVET V4 n2 2016,none,cs.LG,Summary23937,1508.04826v2,2015-08-19T23:02:37Z,Dither is Better than Dropout for Regularising Deep Neural Networks,Andrew J. R. Simpson,http://arxiv.org/pdf/1508.04826v2,No journal ref found,none,cs.LG,Summary23938,1508.04906v1,2015-08-20T08:01:42Z,Semi-supervised Learning with Regularized Laplacian,"Konstantin Avrachenkov, Pavel Chebotarev, Alexey Mishenin",http://arxiv.org/pdf/1508.04906v1,No journal ref found,none,cs.LG,Summary23939,1508.06477v2,2015-08-26T13:01:36Z,"Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization","A Rakotomamonjy, S Koço, Liva Ralaivola",http://arxiv.org/pdf/1508.06477v2,No journal ref found,none,cs.LG,Summary23940,1508.06717v1,2015-08-27T03:39:39Z,Online Anomaly Detection via Class-Imbalance Learning,"Chandresh Kumar Maurya, Durga Toshniwal, Gopalan Vijendran Venkoparao",http://arxiv.org/pdf/1508.06717v1,No journal ref found,none,cs.LG,Summary23941,1508.07091v3,2015-08-28T04:35:28Z,Multi-armed Bandit Problem with Known Trend,"Djallel Bouneffouf, Raphaël Feraud",http://arxiv.org/pdf/1508.07091v3,No journal ref found,none,cs.LG,Summary23942,1508.07175v2,2015-08-28T12:03:16Z,Competitive and Penalized Clustering Auto-encoder,"Zihao Wang, Yiuming Cheung",http://arxiv.org/pdf/1508.07175v2,No journal ref found,none,cs.LG,Summary23943,1509.00181v7,2015-09-01T09:01:07Z,Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks,"Pan Zhou, Yingxue Zhou, Dapeng Wu, Hai Jin",http://arxiv.org/pdf/1509.00181v7,No journal ref found,none,cs.LG,Summary23944,1509.00498v1,2015-09-01T20:46:19Z,Sensor-Type Classification in Buildings,"Dezhi Hong, Jorge Ortiz, Arka Bhattacharya, Kamin Whitehouse",http://arxiv.org/pdf/1509.00498v1,No journal ref found,none,cs.LG,Summary23945,1509.00913v3,2015-09-03T01:30:29Z,On-the-Fly Learning in a Perpetual Learning Machine,Andrew J. R. Simpson,http://arxiv.org/pdf/1509.00913v3,No journal ref found,none,cs.LG,Summary23946,1509.01053v1,2015-09-03T12:13:37Z,Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples,"Malte Probst, Franz Rothlauf",http://arxiv.org/pdf/1509.01053v1,No journal ref found,none,cs.LG,Summary23947,1509.01116v2,2015-09-03T14:59:10Z,A tree-based kernel for graphs with continuous attributes,"Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti",http://arxiv.org/pdf/1509.01116v2,No journal ref found,none,cs.LG,Summary23948,1509.01270v1,2015-09-03T20:22:43Z,Machine Learning Methods to Analyze Arabidopsis Thaliana Plant Root Growth,Hamidreza Farhidzadeh,http://arxiv.org/pdf/1509.01270v1,No journal ref found,none,cs.LG,Summary23949,1509.01271v1,2015-09-03T20:30:19Z,Probabilistic Neural Network Training for Semi-Supervised Classifiers,Hamidreza Farhidzadeh,http://arxiv.org/pdf/1509.01271v1,No journal ref found,none,cs.LG,Summary23950,1509.01346v1,2015-09-04T06:01:11Z,Deep Broad Learning - Big Models for Big Data,"Nayyar A. Zaidi, Geoffrey I. Webb, Mark J. Carman, Francois Petitjean",http://arxiv.org/pdf/1509.01346v1,No journal ref found,none,cs.LG,Summary23951,1509.01349v1,2015-09-04T06:35:55Z,Parallel and Distributed Approaches for Graph Based Semi-supervised Learning,"Konstantin Avrachenkov, Vivek Borkar, Krishnakant Saboo",http://arxiv.org/pdf/1509.01349v1,No journal ref found,none,cs.LG,Summary23952,1509.01618v2,2015-09-04T21:38:17Z,Efficient Sampling for k-Determinantal Point Processes,"Chengtao Li, Stefanie Jegelka, Suvrit Sra",http://arxiv.org/pdf/1509.01618v2,No journal ref found,none,cs.LG,Summary23953,1509.01659v1,2015-09-05T03:37:50Z,Gravitational Clustering,Armen Aghajanyan,http://arxiv.org/pdf/1509.01659v1,No journal ref found,none,cs.LG,Summary23954,1509.01710v1,2015-09-05T15:44:33Z,Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers,"Wenhao Jiang, Feiping Nie, Fu-lai Korris Chung, Heng Huang",http://arxiv.org/pdf/1509.01710v1,No journal ref found,none,cs.LG,Summary23955,1509.03185v1,2015-09-10T15:12:00Z,Use it or Lose it: Selective Memory and Forgetting in a Perpetual Learning Machine,Andrew J. R. Simpson,http://arxiv.org/pdf/1509.03185v1,No journal ref found,none,cs.LG,Summary23956,1509.03200v1,2015-06-19T11:43:14Z,A new Initial Centroid finding Method based on Dissimilarity Tree for K-means Algorithm,"Abhishek Kumar, Suresh Chandra Gupta",http://arxiv.org/pdf/1509.03200v1,No journal ref found,none,cs.LG,Summary23957,1509.03755v2,2015-09-12T15:10:15Z,Toward better feature weighting algorithms: a focus on Relief,"Gabriel Prat Masramon, Lluís A. Belanche Muñoz",http://arxiv.org/pdf/1509.03755v2,No journal ref found,none,cs.LG,Summary23958,1509.04340v1,2015-09-14T21:58:43Z,Voted Kernel Regularization,"Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri",http://arxiv.org/pdf/1509.04340v1,No journal ref found,none,cs.LG,Summary23959,1509.04355v1,2015-09-15T00:04:24Z,Towards Making High Dimensional Distance Metric Learning Practical,"Qi Qian, Rong Jin, Lijun Zhang, Shenghuo Zhu",http://arxiv.org/pdf/1509.04355v1,No journal ref found,none,cs.LG,Summary23960,1509.04705v1,2015-09-15T17:15:08Z,Forecasting Method for Grouped Time Series with the Use of k-Means Algorithm,"N. N. Astakhova, L. A. Demidova, E. V. Nikulchev",http://arxiv.org/pdf/1509.04705v1,"Applied Mathematical Sciences, 2015, 9(97):4813-4830",none,cs.LG,Summary23961,1509.05173v1,2015-09-17T09:04:30Z,Taming the ReLU with Parallel Dither in a Deep Neural Network,Andrew J. R. Simpson,http://arxiv.org/pdf/1509.05173v1,No journal ref found,none,cs.LG,Summary23962,1509.05472v1,2015-09-17T23:19:07Z,Learning to Hash for Indexing Big Data - A Survey,"Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang",http://arxiv.org/pdf/1509.05472v1,No journal ref found,none,cs.LG,Summary23963,1509.05765v1,2015-09-18T19:58:24Z,"""Oddball SGD"": Novelty Driven Stochastic Gradient Descent for Training Deep Neural Networks",Andrew J. R. Simpson,http://arxiv.org/pdf/1509.05765v1,No journal ref found,none,cs.LG,Summary23964,1509.06163v1,2015-09-21T09:42:50Z,The Utility of Clustering in Prediction Tasks,"Shubhendu Trivedi, Zachary A. Pardos, Neil T. Heffernan",http://arxiv.org/pdf/1509.06163v1,No journal ref found,none,cs.LG,Summary23965,1509.06461v3,2015-09-22T04:40:22Z,Deep Reinforcement Learning with Double Q-learning,"Hado van Hasselt, Arthur Guez, David Silver",http://arxiv.org/pdf/1509.06461v3,No journal ref found,none,cs.LG,Summary23966,1509.06812v1,2015-09-22T23:52:30Z,Learning Wake-Sleep Recurrent Attention Models,"Jimmy Ba, Roger Grosse, Ruslan Salakhutdinov, Brendan Frey",http://arxiv.org/pdf/1509.06812v1,No journal ref found,none,cs.LG,Summary23967,1509.07107v3,2015-09-23T19:39:39Z,On The Direct Maximization of Quadratic Weighted Kappa,"David Vaughn, Derek Justice",http://arxiv.org/pdf/1509.07107v3,No journal ref found,none,cs.LG,Summary23968,1509.07234v1,2015-09-24T04:50:00Z,Sparsity-based Correction of Exponential Artifacts,"Yin Ding, Ivan W. Selesnick",http://arxiv.org/pdf/1509.07234v1,No journal ref found,none,cs.LG,Summary23969,1509.07481v1,2015-09-24T19:14:20Z,Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks,"Zhiguang Wang, Tim Oates",http://arxiv.org/pdf/1509.07481v1,No journal ref found,none,cs.LG,Summary23970,1509.07728v1,2015-09-25T14:05:09Z,Online Stochastic Linear Optimization under One-bit Feedback,"Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1509.07728v1,No journal ref found,none,cs.LG,Summary23971,1509.07755v1,2015-09-25T15:30:18Z,A Mathematical Theory for Clustering in Metric Spaces,"Cheng-Shang Chang, Wanjiun Liao, Yu-Sheng Chen, Li-Heng Liou",http://arxiv.org/pdf/1509.07755v1,No journal ref found,none,cs.LG,Summary23972,1509.07927v1,2015-09-26T00:17:38Z,Algorithms for Linear Bandits on Polyhedral Sets,"Manjesh K. Hanawal, Amir Leshem, Venkatesh Saligrama",http://arxiv.org/pdf/1509.07927v1,No journal ref found,none,cs.LG,Summary23973,1509.07943v1,2015-09-26T03:49:27Z,Super-Resolution Off the Grid,"Qingqing Huang, Sham M. Kakade",http://arxiv.org/pdf/1509.07943v1,No journal ref found,none,cs.LG,Summary23974,1509.08102v5,2015-09-27T15:43:33Z,Discriminative Learning of the Prototype Set for Nearest Neighbor Classification,Shin Ando,http://arxiv.org/pdf/1509.08102v5,No journal ref found,none,cs.LG,Summary23975,1509.08112v1,2015-09-27T17:36:18Z,Feature Selection for classification of hyperspectral data by minimizing a tight bound on the VC dimension,"Phool Preet, Sanjit Singh Batra, Jayadeva",http://arxiv.org/pdf/1509.08112v1,No journal ref found,none,cs.LG,Summary23976,1509.08830v1,2015-09-29T16:23:28Z,How to Formulate and Solve Statistical Recognition and Learning Problems,"Michail Schlesinger, Evgeniy Vodolazskiy",http://arxiv.org/pdf/1509.08830v1,No journal ref found,none,cs.LG,Summary23977,1509.08888v1,2015-09-29T18:53:04Z,A Semi-Supervised Method for Predicting Cancer Survival Using Incomplete Clinical Data,"Hamid Reza Hassanzadeh, John H. Phan, May D. Wang",http://arxiv.org/pdf/1509.08888v1,No journal ref found,none,cs.LG,Summary23978,1509.09030v1,2015-09-30T06:59:31Z,Distributed Weighted Parameter Averaging for SVM Training on Big Data,"Ayan Das, Sourangshu Bhattacharya",http://arxiv.org/pdf/1509.09030v1,No journal ref found,none,cs.LG,Summary23979,1509.09187v1,2015-09-30T14:20:29Z,Deep Haar Scattering Networks,"Xiuyuan Cheng, Xu Chen, Stephane Mallat",http://arxiv.org/pdf/1509.09187v1,No journal ref found,none,cs.LG,Summary23980,1510.00756v1,2015-10-02T23:14:05Z,Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width,"Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré",http://arxiv.org/pdf/1510.00756v1,No journal ref found,none,cs.LG,Summary23981,1510.00772v1,2015-10-03T02:57:47Z,Machine Learning for Machine Data from a CATI Network,Sou-Cheng T. Choi,http://arxiv.org/pdf/1510.00772v1,No journal ref found,none,cs.LG,Summary23982,1510.01308v1,2015-10-05T19:53:22Z,Tight Variational Bounds via Random Projections and I-Projections,"Lun-Kai Hsu, Tudor Achim, Stefano Ermon",http://arxiv.org/pdf/1510.01308v1,No journal ref found,none,cs.LG,Summary23983,1510.02054v1,2015-10-07T18:32:41Z,Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations,"Weiran Wang, Raman Arora, Karen Livescu, Nathan Srebro",http://arxiv.org/pdf/1510.02054v1,No journal ref found,none,cs.LG,Summary23984,1510.02442v1,2015-10-08T18:55:22Z,"Uniform Learning in a Deep Neural Network via ""Oddball"" Stochastic Gradient Descent",Andrew J. R. Simpson,http://arxiv.org/pdf/1510.02442v1,No journal ref found,none,cs.LG,Summary23985,1510.02674v1,2015-10-09T14:00:48Z,Technical Report of Participation in Higgs Boson Machine Learning Challenge,S. Raza Ahmad,http://arxiv.org/pdf/1510.02674v1,No journal ref found,none,cs.LG,Summary23986,1510.02777v2,2015-10-09T19:21:32Z,Early Inference in Energy-Based Models Approximates Back-Propagation,"Yoshua Bengio, Asja Fischer",http://arxiv.org/pdf/1510.02777v2,No journal ref found,none,cs.LG,Summary23987,1510.02874v1,2015-10-10T04:16:08Z,TSEB: More Efficient Thompson Sampling for Policy Learning,"P. Prasanna, Sarath Chandar, Balaraman Ravindran",http://arxiv.org/pdf/1510.02874v1,No journal ref found,none,cs.LG,Summary23988,1510.02892v1,2015-10-10T08:54:48Z,Survey on Feature Selection,"Tarek Amr Abdallah, Beatriz de La Iglesia",http://arxiv.org/pdf/1510.02892v1,No journal ref found,none,cs.LG,Summary23989,1510.03130v1,2015-10-12T03:33:47Z,On Correcting Inputs: Inverse Optimization for Online Structured Prediction,"Hal Daumé III, Samir Khuller, Manish Purohit, Gregory Sanders",http://arxiv.org/pdf/1510.03130v1,No journal ref found,none,cs.LG,Summary23990,1510.03528v1,2015-10-13T04:36:09Z,$\ell_1$-regularized Neural Networks are Improperly Learnable in Polynomial Time,"Yuchen Zhang, Jason D. Lee, Michael I. Jordan",http://arxiv.org/pdf/1510.03528v1,No journal ref found,none,cs.LG,Summary23991,1510.03623v2,2015-10-13T11:14:03Z,Elastic regularization in restricted Boltzmann machines: Dealing with $p\gg N$,Sai Zhang,http://arxiv.org/pdf/1510.03623v2,No journal ref found,none,cs.LG,Summary23992,1510.04454v1,2015-10-15T09:19:49Z,Online Markov decision processes with policy iteration,"Yao Ma, Hao Zhang, Masashi Sugiyama",http://arxiv.org/pdf/1510.04454v1,No journal ref found,none,cs.LG,Summary23993,1510.04811v2,2015-10-16T08:06:26Z,Quantification in-the-wild: data-sets and baselines,"Oscar Beijbom, Judy Hoffman, Evan Yao, Trevor Darrell, Alberto Rodriguez-Ramirez, Manuel Gonzalez-Rivero, Ove Hoegh - Guldberg",http://arxiv.org/pdf/1510.04811v2,No journal ref found,none,cs.LG,Summary23994,1510.05034v2,2015-10-16T21:49:30Z,Improving the Speed of Response of Learning Algorithms Using Multiple Models,"Kumpati S. Narendra, Snehasis Mukhopadyhay, Yu Wang",http://arxiv.org/pdf/1510.05034v2,No journal ref found,none,cs.LG,Summary23995,1510.05067v4,2015-10-17T03:49:05Z,How Important is Weight Symmetry in Backpropagation?,"Qianli Liao, Joel Z. Leibo, Tomaso Poggio",http://arxiv.org/pdf/1510.05067v4,No journal ref found,none,cs.LG,Summary23996,1510.05491v2,2015-10-19T14:25:27Z,AdaCluster : Adaptive Clustering for Heterogeneous Data,"Mehmet Emin Basbug, Barbara Engelhardt",http://arxiv.org/pdf/1510.05491v2,No journal ref found,none,cs.LG,Summary23997,1510.05577v1,2015-10-19T16:43:02Z,Application of Machine Learning Techniques in Human Activity Recognition,"Jitenkumar Babubhai Rana, Rashmi Shetty, Tanya Jha",http://arxiv.org/pdf/1510.05577v1,No journal ref found,none,cs.LG,Summary23998,1510.05976v1,2015-10-20T17:27:12Z,Transductive Optimization of Top k Precision,"Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou",http://arxiv.org/pdf/1510.05976v1,No journal ref found,none,cs.LG,Summary23999,1510.06002v2,2015-10-20T18:25:45Z,Fast and Scalable Structural SVM with Slack Rescaling,"Heejin Choi, Ofer Meshi, Nathan Srebro",http://arxiv.org/pdf/1510.06002v2,No journal ref found,none,cs.LG,Summary24000,1510.06024v1,2015-10-19T22:33:30Z,Robust Semi-Supervised Classification for Multi-Relational Graphs,"Junting Ye, Leman Akoglu",http://arxiv.org/pdf/1510.06024v1,No journal ref found,none,cs.LG,Summary24001,1510.07303v1,2015-10-25T21:04:12Z,A Framework for Distributed Deep Learning Layer Design in Python,Clay McLeod,http://arxiv.org/pdf/1510.07303v1,No journal ref found,none,cs.LG,Summary24002,1510.07641v1,2015-10-26T20:18:56Z,Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks,"Zachary C. Lipton, David C. Kale, Randall C. Wetzell",http://arxiv.org/pdf/1510.07641v1,No journal ref found,none,cs.LG,Summary24003,1510.08532v1,2015-10-29T00:59:53Z,"The Singular Value Decomposition, Applications and Beyond",Zhihua Zhang,http://arxiv.org/pdf/1510.08532v1,No journal ref found,none,cs.LG,Summary24004,1510.08660v4,2015-10-29T12:06:56Z,RATM: Recurrent Attentive Tracking Model,"Samira Ebrahimi Kahou, Vincent Michalski, Roland Memisevic",http://arxiv.org/pdf/1510.08660v4,No journal ref found,none,cs.LG,Summary24005,1510.08713v1,2015-10-26T08:34:07Z,How good is good enough? Re-evaluating the bar for energy disaggregation,"Nipun Batra, Rishi Baijal, Amarjeet Singh, Kamin Whitehouse",http://arxiv.org/pdf/1510.08713v1,No journal ref found,none,cs.LG,Summary24006,1510.08949v1,2015-10-30T01:39:54Z,Testing Visual Attention in Dynamic Environments,"Philip Bachman, David Krueger, Doina Precup",http://arxiv.org/pdf/1510.08949v1,No journal ref found,none,cs.LG,Summary24007,1511.00048v1,2015-10-30T23:30:30Z,The Pareto Regret Frontier for Bandits,Tor Lattimore,http://arxiv.org/pdf/1511.00048v1,No journal ref found,none,cs.LG,Summary24008,1511.00213v2,2015-11-01T07:16:04Z,Large-scale probabilistic predictors with and without guarantees of validity,"Vladimir Vovk, Ivan Petej, Valentina Fedorova",http://arxiv.org/pdf/1511.00213v2,No journal ref found,none,cs.LG,Summary24009,1511.00792v10,2015-11-03T06:43:54Z,Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees,Sayantan Dasgupta,http://arxiv.org/pdf/1511.00792v10,No journal ref found,none,cs.LG,Summary24010,1511.01258v2,2015-11-04T09:41:12Z,"Learn on Source, Refine on Target:A Model Transfer Learning Framework with Random Forests","Noam Segev, Maayan Harel, Shie Mannor, Koby Crammer, Ran El-Yaniv",http://arxiv.org/pdf/1511.01258v2,No journal ref found,none,cs.LG,Summary24011,1511.01664v2,2015-11-05T09:24:13Z,Stochastic Proximal Gradient Descent for Nuclear Norm Regularization,"Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1511.01664v2,No journal ref found,none,cs.LG,Summary24012,1511.01764v1,2015-11-05T14:47:04Z,Discrete Rényi Classifiers,"Meisam Razaviyayn, Farzan Farnia, David Tse",http://arxiv.org/pdf/1511.01764v1,No journal ref found,none,cs.LG,Summary24013,1511.02136v6,2015-11-06T16:09:32Z,Diffusion-Convolutional Neural Networks,"James Atwood, Don Towsley",http://arxiv.org/pdf/1511.02136v6,No journal ref found,none,cs.LG,Summary24014,1511.02196v1,2015-11-06T19:14:09Z,Evaluating Protein-protein Interaction Predictors with a Novel 3-Dimensional Metric,"Haohan Wang, Madhavi K. Ganapathiraju",http://arxiv.org/pdf/1511.02196v1,No journal ref found,none,cs.LG,Summary24015,1511.02352v2,2015-11-07T13:09:57Z,Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases,"Wiharto Wiharto, Hari Kusnanto, Herianto Herianto",http://arxiv.org/pdf/1511.02352v2,No journal ref found,none,cs.LG,Summary24016,1511.02402v1,2015-11-07T20:56:51Z,"Max-Sum Diversification, Monotone Submodular Functions and Semi-metric Spaces","Sepehr Abbasi Zadeh, Mehrdad Ghadiri",http://arxiv.org/pdf/1511.02402v1,No journal ref found,none,cs.LG,Summary24017,1511.02900v1,2015-10-26T07:22:01Z,Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation,"Nipun Batra, Amarjeet Singh, Kamin Whitehouse",http://arxiv.org/pdf/1511.02900v1,No journal ref found,none,cs.LG,Summary24018,1511.02909v1,2015-11-09T22:12:14Z,Efficient Construction of Local Parametric Reduced Order Models Using Machine Learning Techniques,"Azam Moosavi, Razvan Stefanescu, Adrian Sandu",http://arxiv.org/pdf/1511.02909v1,No journal ref found,none,cs.LG,Summary24019,1511.03034v6,2015-11-10T09:44:33Z,Learning with a Strong Adversary,"Ruitong Huang, Bing Xu, Dale Schuurmans, Csaba Szepesvari",http://arxiv.org/pdf/1511.03034v6,No journal ref found,none,cs.LG,Summary24020,1511.03225v4,2015-11-10T18:50:03Z,Label Efficient Learning by Exploiting Multi-class Output Codes,"Maria Florina Balcan, Travis Dick, Yishay Mansour",http://arxiv.org/pdf/1511.03225v4,No journal ref found,none,cs.LG,Summary24021,1511.03677v6,2015-11-11T21:01:28Z,Learning to Diagnose with LSTM Recurrent Neural Networks,"Zachary C. Lipton, David C. Kale, Charles Elkan, Randall Wetzell",http://arxiv.org/pdf/1511.03677v6,No journal ref found,none,cs.LG,Summary24022,1511.03719v7,2015-11-11T22:46:46Z,Universum Prescription: Regularization using Unlabeled Data,"Xiang Zhang, Yann LeCun",http://arxiv.org/pdf/1511.03719v7,No journal ref found,none,cs.LG,Summary24023,1511.03766v2,2015-11-12T03:11:48Z,Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach,"Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1511.03766v2,No journal ref found,none,cs.LG,Summary24024,1511.04707v5,2015-11-15T14:33:26Z,Deep Linear Discriminant Analysis,"Matthias Dorfer, Rainer Kelz, Gerhard Widmer",http://arxiv.org/pdf/1511.04707v5,No journal ref found,none,cs.LG,Summary24025,1511.04773v4,2015-11-15T22:20:02Z,Large-Scale Approximate Kernel Canonical Correlation Analysis,"Weiran Wang, Karen Livescu",http://arxiv.org/pdf/1511.04773v4,No journal ref found,none,cs.LG,Summary24026,1511.04813v2,2015-11-16T03:40:50Z,Budget Online Multiple Kernel Learning,"Jing Lu, Steven C. H. Hoi, Doyen Sahoo, Peilin Zhao",http://arxiv.org/pdf/1511.04813v2,No journal ref found,none,cs.LG,Summary24027,1511.05082v1,2015-11-16T18:42:04Z,Topic Modeling of Behavioral Modes Using Sensor Data,"Yehezkel S. Resheff, Shay Rotics, Ran Nathan, Daphna Weinshall",http://arxiv.org/pdf/1511.05082v1,International Journal of Data Science and Analytics 1.1 (2016): 51-60,none,cs.LG,Summary24028,1511.05176v3,2015-11-16T21:08:25Z,MuProp: Unbiased Backpropagation for Stochastic Neural Networks,"Shixiang Gu, Sergey Levine, Ilya Sutskever, Andriy Mnih",http://arxiv.org/pdf/1511.05176v3,No journal ref found,none,cs.LG,Summary24029,1511.05212v5,2015-11-16T23:01:12Z,Binary embeddings with structured hashed projections,"Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski, Tony Jebara, Sanjiv Kumar, Yann LeCun",http://arxiv.org/pdf/1511.05212v5,No journal ref found,none,cs.LG,Summary24030,1511.05371v1,2015-11-17T12:10:03Z,Constant Time EXPected Similarity Estimation using Stochastic Optimization,"Markus Schneider, Wolfgang Ertel, Günther Palm",http://arxiv.org/pdf/1511.05371v1,No journal ref found,none,cs.LG,Summary24031,1511.05641v4,2015-11-18T02:09:20Z,Net2Net: Accelerating Learning via Knowledge Transfer,"Tianqi Chen, Ian Goodfellow, Jonathon Shlens",http://arxiv.org/pdf/1511.05641v4,No journal ref found,none,cs.LG,Summary24032,1511.05644v2,2015-11-18T02:32:39Z,Adversarial Autoencoders,"Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, Ian Goodfellow, Brendan Frey",http://arxiv.org/pdf/1511.05644v2,No journal ref found,none,cs.LG,Summary24033,1511.05653v2,2015-11-18T04:33:09Z,"Why are deep nets reversible: A simple theory, with implications for training","Sanjeev Arora, Yingyu Liang, Tengyu Ma",http://arxiv.org/pdf/1511.05653v2,No journal ref found,none,cs.LG,Summary24034,1511.05678v3,2015-11-18T07:26:12Z,Expressiveness of Rectifier Networks,"Xingyuan Pan, Vivek Srikumar",http://arxiv.org/pdf/1511.05678v3,No journal ref found,none,cs.LG,Summary24035,1511.05688v2,2015-11-18T08:13:35Z,A Distribution Adaptive Framework for Prediction Interval Estimation Using Nominal Variables,"Ameen Eetemadi, Ilias Tagkopoulos",http://arxiv.org/pdf/1511.05688v2,No journal ref found,none,cs.LG,Summary24036,1511.05710v1,2015-11-18T09:49:22Z,Complex-Valued Gaussian Processes for Regression: A Widely Non-Linear Approach,"Rafael Boloix-Tortosa, Eva Arias-de-Reyna, F. Javier Payan-Somet, Juan J. Murillo-Fuentes",http://arxiv.org/pdf/1511.05710v1,No journal ref found,none,cs.LG,Summary24037,1511.05743v1,2015-11-18T11:40:02Z,Sparse learning of maximum likelihood model for optimization of complex loss function,"Ning Zhang, Prathamesh Chandrasekar",http://arxiv.org/pdf/1511.05743v1,No journal ref found,none,cs.LG,Summary24038,1511.05789v6,2015-11-18T14:04:55Z,Metric learning approach for graph-based label propagation,"Pauline Wauquier, Mikaela Keller",http://arxiv.org/pdf/1511.05789v6,No journal ref found,none,cs.LG,Summary24039,1511.05933v8,2015-11-18T20:26:42Z,Seeding K-Means using Method of Moments,Sayantan Dasgupta,http://arxiv.org/pdf/1511.05933v8,No journal ref found,none,cs.LG,Summary24040,1511.05942v11,2015-11-18T20:47:44Z,Doctor AI: Predicting Clinical Events via Recurrent Neural Networks,"Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun",http://arxiv.org/pdf/1511.05942v11,No journal ref found,none,cs.LG,Summary24041,1511.05950v5,2015-11-18T20:53:33Z,Staleness-aware Async-SGD for Distributed Deep Learning,"Wei Zhang, Suyog Gupta, Xiangru Lian, Ji Liu",http://arxiv.org/pdf/1511.05950v5,No journal ref found,none,cs.LG,Summary24042,1511.05952v4,2015-11-18T20:54:44Z,Prioritized Experience Replay,"Tom Schaul, John Quan, Ioannis Antonoglou, David Silver",http://arxiv.org/pdf/1511.05952v4,No journal ref found,none,cs.LG,Summary24043,1511.06267v5,2015-11-19T17:29:00Z,Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval,"Youssef Mroueh, Etienne Marcheret, Vaibhava Goel",http://arxiv.org/pdf/1511.06267v5,No journal ref found,none,cs.LG,Summary24044,1511.06295v2,2015-11-19T18:38:47Z,Policy Distillation,"Andrei A. Rusu, Sergio Gomez Colmenarejo, Caglar Gulcehre, Guillaume Desjardins, James Kirkpatrick, Razvan Pascanu, Volodymyr Mnih, Koray Kavukcuoglu, Raia Hadsell",http://arxiv.org/pdf/1511.06295v2,No journal ref found,none,cs.LG,Summary24045,1511.06297v2,2015-11-19T18:40:22Z,Conditional Computation in Neural Networks for faster models,"Emmanuel Bengio, Pierre-Luc Bacon, Joelle Pineau, Doina Precup",http://arxiv.org/pdf/1511.06297v2,No journal ref found,none,cs.LG,Summary24046,1511.06328v3,2015-11-19T19:46:39Z,Manifold Regularized Discriminative Neural Networks,"Shuangfei Zhai, Zhongfei Zhang",http://arxiv.org/pdf/1511.06328v3,No journal ref found,none,cs.LG,Summary24047,1511.06333v3,2015-11-19T20:01:24Z,Efficient Sum of Sparse Outer Products Dictionary Learning (SOUP-DIL),"Saiprasad Ravishankar, Raj Rao Nadakuditi, Jeffrey A. Fessler",http://arxiv.org/pdf/1511.06333v3,No journal ref found,none,cs.LG,Summary24048,1511.06342v4,2015-11-19T20:17:27Z,Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning,"Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov",http://arxiv.org/pdf/1511.06342v4,No journal ref found,none,cs.LG,Summary24049,1511.06393v3,2015-11-19T21:37:06Z,Fixed Point Quantization of Deep Convolutional Networks,"Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy",http://arxiv.org/pdf/1511.06393v3,No journal ref found,none,cs.LG,Summary24050,1511.06406v2,2015-11-19T21:56:21Z,Denoising Criterion for Variational Auto-Encoding Framework,"Daniel Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio",http://arxiv.org/pdf/1511.06406v2,No journal ref found,none,cs.LG,Summary24051,1511.06411v2,2015-11-19T22:02:26Z,Training Deep Neural Networks via Direct Loss Minimization,"Yang Song, Alexander G. Schwing, Richard S. Zemel, Raquel Urtasun",http://arxiv.org/pdf/1511.06411v2,No journal ref found,none,cs.LG,Summary24052,1511.06422v7,2015-11-19T22:19:15Z,All you need is a good init,"Dmytro Mishkin, Jiri Matas",http://arxiv.org/pdf/1511.06422v7,No journal ref found,none,cs.LG,Summary24053,1511.06430v4,2015-11-19T22:45:20Z,Deconstructing the Ladder Network Architecture,"Mohammad Pezeshki, Linxi Fan, Philemon Brakel, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1511.06430v4,No journal ref found,none,cs.LG,Summary24054,1511.06433v3,2015-11-19T22:48:59Z,Blending LSTMs into CNNs,"Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Ozlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton",http://arxiv.org/pdf/1511.06433v3,No journal ref found,none,cs.LG,Summary24055,1511.06435v3,2015-11-19T22:51:38Z,Comparative Study of Deep Learning Software Frameworks,"Soheil Bahrampour, Naveen Ramakrishnan, Lukas Schott, Mohak Shah",http://arxiv.org/pdf/1511.06435v3,No journal ref found,none,cs.LG,Summary24056,1511.06440v2,2015-11-19T23:04:23Z,Towards Principled Unsupervised Learning,"Ilya Sutskever, Rafal Jozefowicz, Karol Gregor, Danilo Rezende, Tim Lillicrap, Oriol Vinyals",http://arxiv.org/pdf/1511.06440v2,No journal ref found,none,cs.LG,Summary24057,1511.06456v4,2015-11-19T23:51:31Z,Task Loss Estimation for Sequence Prediction,"Dzmitry Bahdanau, Dmitriy Serdyuk, Philémon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1511.06456v4,No journal ref found,none,cs.LG,Summary24058,1511.06485v4,2015-11-20T04:31:05Z,The Effect of Gradient Noise on the Energy Landscape of Deep Networks,"Pratik Chaudhari, Stefano Soatto",http://arxiv.org/pdf/1511.06485v4,No journal ref found,none,cs.LG,Summary24059,1511.06581v3,2015-11-20T13:07:54Z,Dueling Network Architectures for Deep Reinforcement Learning,"Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas",http://arxiv.org/pdf/1511.06581v3,No journal ref found,none,cs.LG,Summary24060,1511.06606v5,2015-11-20T14:21:44Z,Data Representation and Compression Using Linear-Programming Approximations,"Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie",http://arxiv.org/pdf/1511.06606v5,No journal ref found,none,cs.LG,Summary24061,1511.06660v4,2015-11-20T16:07:21Z,Using Deep Learning to Predict Demographics from Mobile Phone Metadata,"Bjarke Felbo, Pål Sundsøy, Alex Sandy Pentland, Sune Lehmann, Yves-Alexandre de Montjoye",http://arxiv.org/pdf/1511.06660v4,No journal ref found,none,cs.LG,Summary24062,1511.06727v3,2015-11-20T19:10:16Z,Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters,"Jelena Luketina, Mathias Berglund, Klaus Greff, Tapani Raiko",http://arxiv.org/pdf/1511.06727v3,No journal ref found,none,cs.LG,Summary24063,1511.06747v4,2015-11-20T20:27:45Z,Data-Dependent Path Normalization in Neural Networks,"Behnam Neyshabur, Ryota Tomioka, Ruslan Salakhutdinov, Nathan Srebro",http://arxiv.org/pdf/1511.06747v4,No journal ref found,none,cs.LG,Summary24064,1511.06964v7,2015-11-22T04:53:43Z,Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders,"Alexander G. Ororbia II, C. Lee Giles, David Reitter",http://arxiv.org/pdf/1511.06964v7,No journal ref found,none,cs.LG,Summary24065,1511.07085v1,2015-11-22T23:19:23Z,Multiple--Instance Learning: Christoffel Function Approach to Distribution Regression Problem,Vladislav Gennadievich Malyshkin,http://arxiv.org/pdf/1511.07085v1,No journal ref found,none,cs.LG,Summary24066,1511.07110v1,2015-11-23T04:51:49Z,On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization,"Pengtao Xie, Yuntian Deng, Eric Xing",http://arxiv.org/pdf/1511.07110v1,No journal ref found,none,cs.LG,Summary24067,1511.07118v2,2015-11-23T06:32:57Z,Cascading Denoising Auto-Encoder as a Deep Directed Generative Model,Dong-Hyun Lee,http://arxiv.org/pdf/1511.07118v2,No journal ref found,none,cs.LG,Summary24068,1511.07289v5,2015-11-23T15:58:05Z,Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs),"Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter",http://arxiv.org/pdf/1511.07289v5,No journal ref found,none,cs.LG,Summary24069,1511.07340v1,2015-11-23T17:51:18Z,Modular Autoencoders for Ensemble Feature Extraction,"Henry W J Reeve, Gavin Brown",http://arxiv.org/pdf/1511.07340v1,No journal ref found,none,cs.LG,Summary24070,1511.07471v3,2015-11-23T21:29:43Z,Weak Convergence Properties of Constrained Emphatic Temporal-difference Learning with Constant and Slowly Diminishing Stepsize,Huizhen Yu,http://arxiv.org/pdf/1511.07471v3,"Journal of Machine Learning Research, 17(220):1-58, 2016",none,cs.LG,Summary24071,1511.07938v4,2015-11-25T02:56:33Z,Temporal Convolutional Neural Networks for Diagnosis from Lab Tests,"Narges Razavian, David Sontag",http://arxiv.org/pdf/1511.07938v4,No journal ref found,none,cs.LG,Summary24072,1511.07948v1,2015-11-25T04:41:20Z,Learning Halfspaces and Neural Networks with Random Initialization,"Yuchen Zhang, Jason D. Lee, Martin J. Wainwright, Michael I. Jordan",http://arxiv.org/pdf/1511.07948v1,No journal ref found,none,cs.LG,Summary24073,1511.08842v1,2015-11-27T22:32:43Z,Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The $\ell_0$ Method,"Saiprasad Ravishankar, Raj Rao Nadakuditi, Jeffrey A. Fessler",http://arxiv.org/pdf/1511.08842v1,No journal ref found,none,cs.LG,Summary24074,1511.08987v1,2015-11-29T09:57:42Z,How do the naive Bayes classifier and the Support Vector Machine compare in their ability to forecast the Stock Exchange of Thailand?,Napas Udomsak,http://arxiv.org/pdf/1511.08987v1,No journal ref found,none,cs.LG,Summary24075,1511.09058v2,2015-11-29T18:41:02Z,Multiple-Instance Learning: Radon-Nikodym Approach to Distribution Regression Problem,Vladislav Gennadievich Malyshkin,http://arxiv.org/pdf/1511.09058v2,No journal ref found,none,cs.LG,Summary24076,1511.09263v4,2015-11-30T12:11:43Z,Scalable and Accurate Online Feature Selection for Big Data,"Kui Yu, Xindong Wu, Wei Ding, Jian Pei",http://arxiv.org/pdf/1511.09263v4,No journal ref found,none,cs.LG,Summary24077,1512.00408v1,2015-11-29T18:03:13Z,Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice,"Frederik Ruelens, Bert Claessens, Salman Quaiyum, Bart De Schutter, Robert Babuska, Ronnie Belmans",http://arxiv.org/pdf/1512.00408v1,No journal ref found,none,cs.LG,Summary24078,1512.00659v1,2015-12-02T11:48:38Z,Centroid Based Binary Tree Structured SVM for Multi Classification,"Aruna Govada, Bhavul Gauri, S. K. Sahay",http://arxiv.org/pdf/1512.00659v1,"IEEE Xplore, Advances in Computing, Communications and Informatics (ICACCI), p.258 - 262, 2015",none,cs.LG,Summary24079,1512.01563v2,2015-12-04T21:06:04Z,State of the Art Control of Atari Games Using Shallow Reinforcement Learning,"Yitao Liang, Marlos C. Machado, Erik Talvitie, Michael Bowling",http://arxiv.org/pdf/1512.01563v2,No journal ref found,none,cs.LG,Summary24080,1512.01693v1,2015-12-05T18:35:40Z,Deep Attention Recurrent Q-Network,"Ivan Sorokin, Alexey Seleznev, Mikhail Pavlov, Aleksandr Fedorov, Anastasiia Ignateva",http://arxiv.org/pdf/1512.01693v1,No journal ref found,none,cs.LG,Summary24081,1512.01728v1,2015-12-06T02:56:32Z,Similarity Learning via Adaptive Regression and Its Application to Image Retrieval,"Qi Qian, Inci M. Baytas, Rong Jin, Anil Jain, Shenghuo Zhu",http://arxiv.org/pdf/1512.01728v1,No journal ref found,none,cs.LG,Summary24082,1512.01914v1,2015-12-07T05:20:30Z,Rademacher Complexity of the Restricted Boltzmann Machine,Xiao Zhang,http://arxiv.org/pdf/1512.01914v1,No journal ref found,none,cs.LG,Summary24083,1512.02033v2,2015-12-07T13:30:27Z,Risk Minimization in Structured Prediction using Orbit Loss,"Danny Karmon, Joseph Keshet",http://arxiv.org/pdf/1512.02033v2,No journal ref found,none,cs.LG,Summary24084,1512.02181v1,2015-12-07T19:24:55Z,The Teaching Dimension of Linear Learners,"Ji Liu, Xiaojin Zhu",http://arxiv.org/pdf/1512.02181v1,No journal ref found,none,cs.LG,Summary24085,1512.02393v1,2015-12-08T10:35:29Z,Online Crowdsourcing,"Changbo Zhu, Huan Xu, Shuicheng Yan",http://arxiv.org/pdf/1512.02393v1,No journal ref found,none,cs.LG,Summary24086,1512.02394v1,2015-12-08T10:38:19Z,Online Gradient Descent in Function Space,"Changbo Zhu, Huan Xu",http://arxiv.org/pdf/1512.02394v1,No journal ref found,none,cs.LG,Summary24087,1512.03201v1,2015-12-10T10:31:13Z,Gated networks: an inventory,"Olivier Sigaud, Clément Masson, David Filliat, Freek Stulp",http://arxiv.org/pdf/1512.03201v1,No journal ref found,none,cs.LG,Summary24088,1512.03953v1,2015-12-12T19:33:52Z,Active Distance-Based Clustering using K-medoids,"Mehrdad Ghadiri, Amin Aghaee, Mahdieh Soleymani Baghshah",http://arxiv.org/pdf/1512.03953v1,No journal ref found,none,cs.LG,Summary24089,1512.04011v2,2015-12-13T06:49:00Z,L1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual Framework,"Virginia Smith, Simone Forte, Michael I. Jordan, Martin Jaggi",http://arxiv.org/pdf/1512.04011v2,No journal ref found,none,cs.LG,Summary24090,1512.04392v2,2015-12-14T16:23:59Z,Automatic Incident Classification for Big Traffic Data by Adaptive Boosting SVM,"Li-Li Wang, Henry Y. T. Ngan, Nelson H. C. Yung",http://arxiv.org/pdf/1512.04392v2,No journal ref found,none,cs.LG,Summary24091,1512.04455v1,2015-12-14T18:44:48Z,Memory-based control with recurrent neural networks,"Nicolas Heess, Jonathan J Hunt, Timothy P Lillicrap, David Silver",http://arxiv.org/pdf/1512.04455v1,No journal ref found,none,cs.LG,Summary24092,1512.04466v1,2015-12-14T19:09:53Z,Semisupervised Autoencoder for Sentiment Analysis,"Shuangfei Zhai, Zhongfei Zhang",http://arxiv.org/pdf/1512.04466v1,No journal ref found,none,cs.LG,Summary24093,1512.04469v1,2015-11-23T13:28:11Z,Über die Klassifizierung von Knoten in dynamischen Netzwerken mit Inhalt,Martin Thoma,http://arxiv.org/pdf/1512.04469v1,No journal ref found,none,cs.LG,Summary24094,1512.04483v1,2015-12-14T19:38:14Z,Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs,"Shuangfei Zhai, Zhongfei Zhang",http://arxiv.org/pdf/1512.04483v1,No journal ref found,none,cs.LG,Summary24095,1512.04960v2,2015-12-15T21:07:02Z,A Light Touch for Heavily Constrained SGD,"Andrew Cotter, Maya Gupta, Jan Pfeifer",http://arxiv.org/pdf/1512.04960v2,"29th Annual Conference on Learning Theory, pp. 729-771, 2016",none,cs.LG,Summary24096,1512.05244v2,2015-12-16T16:56:02Z,Learning Games and Rademacher Observations Losses,Richard Nock,http://arxiv.org/pdf/1512.05244v2,No journal ref found,none,cs.LG,Summary24097,1512.05808v1,2015-12-17T21:47:02Z,Successive Ray Refinement and Its Application to Coordinate Descent for LASSO,"Jun Liu, Zheng Zhao, Ruiwen Zhang",http://arxiv.org/pdf/1512.05808v1,No journal ref found,none,cs.LG,Summary24098,1512.06173v1,2015-12-19T01:20:02Z,Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data,"Xuan Hong Dang, Ambuj K. Singh, Petko Bogdanov, Hongyuan You, Bayyuan Hsu",http://arxiv.org/pdf/1512.06173v1,No journal ref found,none,cs.LG,Summary24099,1512.06430v1,2015-12-20T20:45:55Z,Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty,"Muhammad R. Khan, Johua Manoj, Anikate Singh, Joshua Blumenstock",http://arxiv.org/pdf/1512.06430v1,No journal ref found,none,cs.LG,Summary24100,1512.06900v1,2015-12-21T22:49:43Z,Predicting the Co-Evolution of Event and Knowledge Graphs,"Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompaß",http://arxiv.org/pdf/1512.06900v1,No journal ref found,none,cs.LG,Summary24101,1512.06927v4,2015-12-22T01:27:23Z,A C++ library for Multimodal Deep Learning,Jian Jin,http://arxiv.org/pdf/1512.06927v4,No journal ref found,none,cs.LG,Summary24102,1512.07074v1,2015-12-22T13:18:17Z,Move from Perturbed scheme to exponential weighting average,Chunyang Xiao,http://arxiv.org/pdf/1512.07074v1,No journal ref found,none,cs.LG,Summary24103,1512.07716v1,2015-12-24T04:56:28Z,Fast Parallel SVM using Data Augmentation,"Hugh Perkins, Minjie Xu, Jun Zhu, Bo Zhang",http://arxiv.org/pdf/1512.07716v1,No journal ref found,none,cs.LG,Summary24104,1512.07851v2,2015-12-24T16:27:40Z,Context-Based Prediction of App Usage,"Joseph Keshet, Adam Kariv, Arnon Dagan, Dvir Volk, Joey Simhon",http://arxiv.org/pdf/1512.07851v2,No journal ref found,none,cs.LG,Summary24105,1512.07876v2,2015-12-24T18:15:42Z,An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed CPS,"Chao Liu, Sambuddha Ghosal, Zhanhong Jiang, Soumik Sarkar",http://arxiv.org/pdf/1512.07876v2,No journal ref found,none,cs.LG,Summary24106,1512.08133v1,2015-12-26T19:02:00Z,The Utility of Abstaining in Binary Classification,Akshay Balsubramani,http://arxiv.org/pdf/1512.08133v1,No journal ref found,none,cs.LG,Summary24107,1512.08178v1,2015-12-27T07:18:03Z,Electricity Demand Forecasting by Multi-Task Learning,"Jean-Baptiste Fiot, Francesco Dinuzzo",http://arxiv.org/pdf/1512.08178v1,No journal ref found,none,cs.LG,Summary24108,1512.08279v1,2015-12-27T21:42:06Z,Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations,"Imme Ebert-Uphoff, Yi Deng",http://arxiv.org/pdf/1512.08279v1,No journal ref found,none,cs.LG,Summary24109,1512.08836v2,2015-12-30T03:17:00Z,Learning to Filter with Predictive State Inference Machines,"Wen Sun, Arun Venkatraman, Byron Boots, J. Andrew Bagnell",http://arxiv.org/pdf/1512.08836v2,No journal ref found,none,cs.LG,Summary24110,1601.00574v1,2016-01-04T17:30:07Z,NFL Play Prediction,"Brendan Teich, Roman Lutz, Valentin Kassarnig",http://arxiv.org/pdf/1601.00574v1,No journal ref found,none,cs.LG,Summary24111,1601.00925v1,2016-01-05T18:16:07Z,Complex Decomposition of the Negative Distance kernel,"Tim vor der Brück, Steffen Eger, Alexander Mehler",http://arxiv.org/pdf/1601.00925v1,No journal ref found,none,cs.LG,Summary24112,1601.01121v1,2016-01-06T09:55:17Z,A pragmatic approach to multi-class classification,"Thomas Kopinski, Stéphane Magand, Uwe Handmann, Alexander Gepperth",http://arxiv.org/pdf/1601.01121v1,No journal ref found,none,cs.LG,Summary24113,1601.01157v1,2016-01-06T12:33:35Z,A simple technique for improving multi-class classification with neural networks,"Thomas Kopinski, Alexander Gepperth, Uwe Handmann",http://arxiv.org/pdf/1601.01157v1,No journal ref found,none,cs.LG,Summary24114,1601.01799v2,2016-01-08T09:06:44Z,Dense Bag-of-Temporal-SIFT-Words for Time Series Classification,"Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel",http://arxiv.org/pdf/1601.01799v2,No journal ref found,none,cs.LG,Summary24115,1601.01974v2,2016-01-08T18:47:18Z,Scale-Free Online Learning,"Francesco Orabona, Dávid Pál",http://arxiv.org/pdf/1601.01974v2,No journal ref found,none,cs.LG,Summary24116,1601.02680v1,2015-12-07T02:34:43Z,Using SVM to pre-classify government purchases,Thiago Marzagão,http://arxiv.org/pdf/1601.02680v1,No journal ref found,none,cs.LG,Summary24117,1601.03466v3,2016-01-14T02:20:46Z,Dynamic Privacy For Distributed Machine Learning Over Network,"Tao Zhang, Quanyan Zhu",http://arxiv.org/pdf/1601.03466v3,No journal ref found,none,cs.LG,Summary24118,1601.03483v1,2015-09-22T08:46:39Z,A survey on feature weighting based K-Means algorithms,Renato Cordeiro de Amorim,http://arxiv.org/pdf/1601.03483v1,No journal ref found,none,cs.LG,Summary24119,1601.03805v2,2016-01-15T03:33:35Z,Matrix Neural Networks,"Junbin Gao, Yi Guo, Zhiyong Wang",http://arxiv.org/pdf/1601.03805v2,No journal ref found,none,cs.LG,Summary24120,1601.03855v1,2016-01-15T09:50:07Z,A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits,"Pratik Gajane, Tanguy Urvoy, Fabrice Clérot",http://arxiv.org/pdf/1601.03855v1,"The 32nd International Conference on Machine Learning, Jul 2015, Lille, France. 37, pp.218-227, Proceedings of The 32nd International Conference on Machine Learning",none,cs.LG,Summary24121,1601.04011v3,2016-01-15T17:32:44Z,Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization,"Alon Gonen, Shai Shalev-Shwartz",http://arxiv.org/pdf/1601.04011v3,No journal ref found,none,cs.LG,Summary24122,1601.04114v2,2016-01-16T02:24:17Z,Training Recurrent Neural Networks by Diffusion,Hossein Mobahi,http://arxiv.org/pdf/1601.04114v2,No journal ref found,none,cs.LG,Summary24123,1601.04756v1,2016-01-18T23:31:12Z,Improved Sampling Techniques for Learning an Imbalanced Data Set,"Maureen Lyndel C. Lauron, Jaderick P. Pabico",http://arxiv.org/pdf/1601.04756v1,No journal ref found,none,cs.LG,Summary24124,1601.06933v1,2016-01-26T09:07:08Z,A Novel Memetic Feature Selection Algorithm,"Mohadeseh Montazeri, Hamid Reza Naji, Mitra Montazeri, Ahmad Faraahi",http://arxiv.org/pdf/1601.06933v1,No journal ref found,none,cs.LG,Summary24125,1601.07996v4,2016-01-29T08:32:10Z,Feature Selection: A Data Perspective,"Jundong Li, Kewei Cheng, Suhang Wang, Fred Morstatter, Robert P. Trevino, Jiliang Tang, Huan Liu",http://arxiv.org/pdf/1601.07996v4,No journal ref found,none,cs.LG,Summary24126,1602.00163v1,2016-01-30T21:15:10Z,A multiple instance learning approach for sequence data with across bag dependencies,"Manel Zoghlami, Sabeur Aridhi, Haitham Sghaier, Mondher Maddouri, Engelbert Mephu Nguifo",http://arxiv.org/pdf/1602.00163v1,No journal ref found,none,cs.LG,Summary24127,1602.00309v1,2016-01-31T19:53:49Z,Bandits meet Computer Architecture: Designing a Smartly-allocated Cache,"Yonatan Glassner, Koby Crammer",http://arxiv.org/pdf/1602.00309v1,No journal ref found,none,cs.LG,Summary24128,1602.00351v1,2016-02-01T00:25:18Z,Adaptive Subgradient Methods for Online AUC Maximization,"Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong",http://arxiv.org/pdf/1602.00351v1,No journal ref found,none,cs.LG,Summary24129,1602.00374v1,2016-02-01T03:21:46Z,ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening,"Ahmed M. Alaa, Kyeong H. Moon, William Hsu, Mihaela van der Schaar",http://arxiv.org/pdf/1602.00374v1,No journal ref found,none,cs.LG,Summary24130,1602.00554v1,2016-02-01T15:11:48Z,Graph-based Predictable Feature Analysis,"Björn Weghenkel, Asja Fischer, Laurenz Wiskott",http://arxiv.org/pdf/1602.00554v1,No journal ref found,none,cs.LG,Summary24131,1602.00575v2,2016-02-01T16:00:47Z,Multi-object Classification via Crowdsourcing with a Reject Option,"Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney",http://arxiv.org/pdf/1602.00575v2,No journal ref found,none,cs.LG,Summary24132,1602.01024v1,2016-02-02T17:51:43Z,On Deep Multi-View Representation Learning: Objectives and Optimization,"Weiran Wang, Raman Arora, Karen Livescu, Jeff Bilmes",http://arxiv.org/pdf/1602.01024v1,No journal ref found,none,cs.LG,Summary24133,1602.01198v2,2016-02-03T06:31:09Z,k-variates++: more pluses in the k-means++,"Richard Nock, Raphaël Canyasse, Roksana Boreli, Frank Nielsen",http://arxiv.org/pdf/1602.01198v2,No journal ref found,none,cs.LG,Summary24134,1602.01323v1,2016-02-03T14:54:05Z,"Biclustering Readings and Manuscripts via Non-negative Matrix Factorization, with Application to the Text of Jude","Joey McCollum, Stephen Brown",http://arxiv.org/pdf/1602.01323v1,No journal ref found,none,cs.LG,Summary24135,1602.01580v1,2016-02-04T08:06:59Z,Long-term Planning by Short-term Prediction,"Shai Shalev-Shwartz, Nir Ben-Zrihem, Aviad Cohen, Amnon Shashua",http://arxiv.org/pdf/1602.01580v1,No journal ref found,none,cs.LG,Summary24136,1602.01582v2,2016-02-04T08:14:06Z,"SDCA without Duality, Regularization, and Individual Convexity",Shai Shalev-Shwartz,http://arxiv.org/pdf/1602.01582v2,No journal ref found,none,cs.LG,Summary24137,1602.01690v2,2016-02-04T14:32:23Z,Minimizing the Maximal Loss: How and Why?,"Shai Shalev-Shwartz, Yonatan Wexler",http://arxiv.org/pdf/1602.01690v2,No journal ref found,none,cs.LG,Summary24138,1602.01711v1,2016-02-04T15:24:22Z,The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version,"Anthony Bagnall, Aaron Bostrom, James Large, Jason Lines",http://arxiv.org/pdf/1602.01711v1,No journal ref found,none,cs.LG,Summary24139,1602.01783v2,2016-02-04T18:38:41Z,Asynchronous Methods for Deep Reinforcement Learning,"Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu",http://arxiv.org/pdf/1602.01783v2,ICML 2016,none,cs.LG,Summary24140,1602.01910v1,2016-02-05T02:08:57Z,"Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering","Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon",http://arxiv.org/pdf/1602.01910v1,No journal ref found,none,cs.LG,Summary24141,1602.02070v4,2016-02-05T15:51:34Z,Compressive PCA for Low-Rank Matrices on Graphs,"Nauman Shahid, Nathanael Perraudin, Gilles Puy, Pierre Vandergheynst",http://arxiv.org/pdf/1602.02070v4,No journal ref found,none,cs.LG,Summary24142,1602.02101v1,2016-02-05T17:14:59Z,Variance-Reduced and Projection-Free Stochastic Optimization,"Elad Hazan, Haipeng Luo",http://arxiv.org/pdf/1602.02101v1,No journal ref found,none,cs.LG,Summary24143,1602.02123v1,2016-02-05T19:19:46Z,Sequence Classification with Neural Conditional Random Fields,Myriam Abramson,http://arxiv.org/pdf/1602.02123v1,No journal ref found,none,cs.LG,Summary24144,1602.02202v3,2016-02-06T02:33:53Z,Efficient Second Order Online Learning by Sketching,"Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi, John Langford",http://arxiv.org/pdf/1602.02202v3,No journal ref found,none,cs.LG,Summary24145,1602.02350v2,2016-02-07T08:37:18Z,Solving Ridge Regression using Sketched Preconditioned SVRG,"Alon Gonen, Francesco Orabona, Shai Shalev-Shwartz",http://arxiv.org/pdf/1602.02350v2,No journal ref found,none,cs.LG,Summary24146,1602.02454v1,2016-02-08T03:11:39Z,Efficient Algorithms for Adversarial Contextual Learning,"Vasilis Syrgkanis, Akshay Krishnamurthy, Robert E. Schapire",http://arxiv.org/pdf/1602.02454v1,No journal ref found,none,cs.LG,Summary24147,1602.02830v3,2016-02-09T01:01:59Z,Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1,"Matthieu Courbariaux, Itay Hubara, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio",http://arxiv.org/pdf/1602.02830v3,No journal ref found,none,cs.LG,Summary24148,1602.02887v1,2016-02-09T08:09:26Z,Classification with Boosting of Extreme Learning Machine Over Arbitrarily Partitioned Data,Ferhat Özgür Çatak,http://arxiv.org/pdf/1602.02887v1,No journal ref found,none,cs.LG,Summary24149,1602.02888v1,2016-02-09T08:14:29Z,Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM,Ferhat Özgür Çatak,http://arxiv.org/pdf/1602.02888v1,No journal ref found,none,cs.LG,Summary24150,1602.03040v3,2016-02-09T15:51:19Z,The Structured Weighted Violations Perceptron Algorithm,"Rotem Dror, Roi Reichart",http://arxiv.org/pdf/1602.03040v3,No journal ref found,none,cs.LG,Summary24151,1602.03218v2,2016-02-09T23:24:33Z,Learning Efficient Algorithms with Hierarchical Attentive Memory,"Marcin Andrychowicz, Karol Kurach",http://arxiv.org/pdf/1602.03218v2,No journal ref found,none,cs.LG,Summary24152,1602.03258v3,2016-02-10T03:59:57Z,Interactive Bayesian Hierarchical Clustering,"Sharad Vikram, Sanjoy Dasgupta",http://arxiv.org/pdf/1602.03258v3,No journal ref found,none,cs.LG,Summary24153,1602.03822v5,2016-02-11T18:37:53Z,"Neural Network Support Vector Detection via a Soft-Label, Hybrid K-Means Classifier",Robert A. Murphy,http://arxiv.org/pdf/1602.03822v5,No journal ref found,none,cs.LG,Summary24154,1602.04128v4,2016-02-12T17:11:42Z,Coin Betting and Parameter-Free Online Learning,"Francesco Orabona, Dávid Pál",http://arxiv.org/pdf/1602.04128v4,No journal ref found,none,cs.LG,Summary24155,1602.04364v1,2016-02-13T18:49:50Z,"Look, Listen and Learn - A Multimodal LSTM for Speaker Identification","Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan",http://arxiv.org/pdf/1602.04364v1,No journal ref found,none,cs.LG,Summary24156,1602.04409v1,2016-02-14T03:10:30Z,Convex Optimization For Non-Convex Problems via Column Generation,"Julian Yarkony, Kamalika Chaudhuri",http://arxiv.org/pdf/1602.04409v1,No journal ref found,none,cs.LG,Summary24157,1602.04433v2,2016-02-14T09:47:30Z,Unsupervised Domain Adaptation with Residual Transfer Networks,"Mingsheng Long, Han Zhu, Jianmin Wang, Michael I. Jordan",http://arxiv.org/pdf/1602.04433v2,No journal ref found,none,cs.LG,Summary24158,1602.04741v2,2016-02-15T17:20:28Z,Delay and Cooperation in Nonstochastic Bandits,"Nicolo Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora",http://arxiv.org/pdf/1602.04741v2,No journal ref found,none,cs.LG,Summary24159,1602.05112v3,2016-02-14T21:29:29Z,Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes,"Hongteng Xu, Weichang Wu, Shamim Nemati, Hongyuan Zha",http://arxiv.org/pdf/1602.05112v3,No journal ref found,none,cs.LG,Summary24160,1602.05127v1,2016-02-16T18:35:25Z,A Harmonic Extension Approach for Collaborative Ranking,"Da Kuang, Zuoqiang Shi, Stanley Osher, Andrea Bertozzi",http://arxiv.org/pdf/1602.05127v1,No journal ref found,none,cs.LG,Summary24161,1602.05179v4,2016-02-16T20:46:51Z,Equilibrium Propagation: Bridging the Gap Between Energy-Based Models and Backpropagation,"Benjamin Scellier, Yoshua Bengio",http://arxiv.org/pdf/1602.05179v4,No journal ref found,none,cs.LG,Summary24162,1602.05350v2,2016-02-17T09:35:08Z,Relative Error Embeddings for the Gaussian Kernel Distance,"Di Chen, Jeff M. Phillips",http://arxiv.org/pdf/1602.05350v2,No journal ref found,none,cs.LG,Summary24163,1602.05568v1,2016-02-17T20:55:40Z,Multi-layer Representation Learning for Medical Concepts,"Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Jimeng Sun",http://arxiv.org/pdf/1602.05568v1,No journal ref found,none,cs.LG,Summary24164,1602.05629v3,2016-02-17T23:40:56Z,Communication-Efficient Learning of Deep Networks from Decentralized Data,"H. Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, Blaise Agüera y Arcas",http://arxiv.org/pdf/1602.05629v3,Proceedings of the 20 th International Conference on Artificial Intelligence and Statistics (AISTATS) 2017. JMLR: W&CP volume 54,none,cs.LG,Summary24165,1602.05916v2,2016-02-18T19:13:23Z,Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning,"Niloofar Yousefi, Yunwen Lei, Marius Kloft, Mansooreh Mollaghasemi, Georgios Anagnostopoulos",http://arxiv.org/pdf/1602.05916v2,No journal ref found,none,cs.LG,Summary24166,1602.05980v2,2016-02-18T21:26:53Z,Revise Saturated Activation Functions,"Bing Xu, Ruitong Huang, Mu Li",http://arxiv.org/pdf/1602.05980v2,No journal ref found,none,cs.LG,Summary24167,1602.06183v1,2016-02-19T15:36:38Z,Node-By-Node Greedy Deep Learning for Interpretable Features,"Ke Wu, Malik Magdon-Ismail",http://arxiv.org/pdf/1602.06183v1,No journal ref found,none,cs.LG,Summary24168,1602.06468v3,2016-02-20T21:56:49Z,FLASH: Fast Bayesian Optimization for Data Analytic Pipelines,"Yuyu Zhang, Mohammad Taha Bahadori, Hang Su, Jimeng Sun",http://arxiv.org/pdf/1602.06468v3,No journal ref found,none,cs.LG,Summary24169,1602.06561v2,2016-02-21T18:19:56Z,Deep Learning in Finance,"J. B. Heaton, N. G. Polson, J. H. Witte",http://arxiv.org/pdf/1602.06561v2,No journal ref found,none,cs.LG,Summary24170,1602.06586v4,2016-02-21T21:47:45Z,Recovering Structured Probability Matrices,"Qingqing Huang, Sham M. Kakade, Weihao Kong, Gregory Valiant",http://arxiv.org/pdf/1602.06586v4,No journal ref found,none,cs.LG,Summary24171,1602.06654v1,2016-02-22T06:02:25Z,Structured Learning of Binary Codes with Column Generation,"Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen",http://arxiv.org/pdf/1602.06654v1,No journal ref found,none,cs.LG,Summary24172,1602.06818v2,2016-02-22T15:31:19Z,Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval,"Yubao Sun, Renlong Hang, Qingshan Liu, Fuping Zhu, Hucheng Pei",http://arxiv.org/pdf/1602.06818v2,No journal ref found,none,cs.LG,Summary24173,1602.06822v1,2016-02-22T15:38:59Z,Understanding Visual Concepts with Continuation Learning,"William F. Whitney, Michael Chang, Tejas Kulkarni, Joshua B. Tenenbaum",http://arxiv.org/pdf/1602.06822v1,No journal ref found,none,cs.LG,Summary24174,1602.06863v1,2016-02-22T17:21:11Z,Higher-Order Low-Rank Regression,"Guillaume Rabusseau, Hachem Kadri",http://arxiv.org/pdf/1602.06863v1,No journal ref found,none,cs.LG,Summary24175,1602.07264v1,2015-05-15T00:55:17Z,A Multivariate Biomarker for Parkinsons Disease,"Giancarlo Crocetti, Michael Coakley, Phil Dressner, Wanda Kellum, Tamba Lamin",http://arxiv.org/pdf/1602.07264v1,No journal ref found,none,cs.LG,Summary24176,1602.07320v1,2016-02-23T21:23:24Z,Stuck in a What? Adventures in Weight Space,Zachary C. Lipton,http://arxiv.org/pdf/1602.07320v1,No journal ref found,none,cs.LG,Summary24177,1602.07415v3,2016-02-24T06:54:43Z,Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling,"Christopher De Sa, Kunle Olukotun, Christopher Ré",http://arxiv.org/pdf/1602.07415v3,No journal ref found,none,cs.LG,Summary24178,1602.07495v1,2016-02-24T13:32:36Z,Active Learning from Positive and Unlabeled Data,"Alireza Ghasemi, Hamid R. Rabiee, Mohsen Fadaee, Mohammad T. Manzuri, Mohammad H. Rohban",http://arxiv.org/pdf/1602.07495v1,No journal ref found,none,cs.LG,Summary24179,1602.07507v1,2016-02-24T13:52:52Z,A Bayesian Approach to the Data Description Problem,"Alireza Ghasemi, Hamid R. Rabiee, Mohammad T. Manzuri, M. H. Rohban",http://arxiv.org/pdf/1602.07507v1,No journal ref found,none,cs.LG,Summary24180,1602.07614v1,2016-02-15T16:33:39Z,A Model of Selective Advantage for the Efficient Inference of Cancer Clonal Evolution,Daniele Ramazzotti,http://arxiv.org/pdf/1602.07614v1,No journal ref found,none,cs.LG,Summary24181,1602.08118v1,2016-02-25T21:12:25Z,Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network,Andrew J. R. Simpson,http://arxiv.org/pdf/1602.08118v1,No journal ref found,none,cs.LG,Summary24182,1602.08191v3,2016-02-26T04:18:21Z,DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters,"Hanjoo Kim, Jaehong Park, Jaehee Jang, Sungroh Yoon",http://arxiv.org/pdf/1602.08191v3,No journal ref found,none,cs.LG,Summary24183,1602.08448v3,2016-02-26T19:39:01Z,Simple Bayesian Algorithms for Best Arm Identification,Daniel Russo,http://arxiv.org/pdf/1602.08448v3,No journal ref found,none,cs.LG,Summary24184,1603.00522v1,2016-03-01T23:02:38Z,"Solving Combinatorial Games using Products, Projections and Lexicographically Optimal Bases","Swati Gupta, Michel Goemans, Patrick Jaillet",http://arxiv.org/pdf/1603.00522v1,No journal ref found,none,cs.LG,Summary24185,1603.00622v4,2016-03-02T08:50:57Z,PLATO: Policy Learning using Adaptive Trajectory Optimization,"Gregory Kahn, Tianhao Zhang, Sergey Levine, Pieter Abbeel",http://arxiv.org/pdf/1603.00622v4,No journal ref found,none,cs.LG,Summary24186,1603.00988v4,2016-03-03T06:26:31Z,Learning Functions: When Is Deep Better Than Shallow,"Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio",http://arxiv.org/pdf/1603.00988v4,No journal ref found,none,cs.LG,Summary24187,1603.01716v1,2016-03-05T12:01:00Z,Classifier ensemble creation via false labelling,Bálint Antal,http://arxiv.org/pdf/1603.01716v1,Knowledge-based Systems 89: pp. 278-287. (2015),none,cs.LG,Summary24188,1603.01855v1,2016-03-06T18:43:54Z,Online Learning to Rank with Feedback at the Top,"Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1603.01855v1,"AISTATS 16, volume 51 of JMLR Workshop and Conference Proceedings, pg.-277-285, 2016",none,cs.LG,Summary24189,1603.01860v1,2016-03-06T19:01:53Z,Generalization error bounds for learning to rank: Does the length of document lists matter?,"Ambuj Tewari, Sougata Chaudhuri",http://arxiv.org/pdf/1603.01860v1,"ICML 2015, volume 37 of JMLR Workshop and Conference Proceedings, pg.- 315-323, 2015",none,cs.LG,Summary24190,1603.02250v1,2016-03-07T20:49:52Z,Online Sparse Linear Regression,"Dean Foster, Satyen Kale, Howard Karloff",http://arxiv.org/pdf/1603.02250v1,No journal ref found,none,cs.LG,Summary24191,1603.02578v1,2016-03-08T16:36:31Z,Batched Lazy Decision Trees,"Mathieu Guillame-Bert, Artur Dubrawski",http://arxiv.org/pdf/1603.02578v1,No journal ref found,none,cs.LG,Summary24192,1603.02695v1,2016-03-03T17:29:03Z,Rank Aggregation for Course Sequence Discovery,"Mihai Cucuringu, Charlie Marshak, Dillon Montag, Puck Rombach",http://arxiv.org/pdf/1603.02695v1,No journal ref found,none,cs.LG,Summary24193,1603.02754v3,2016-03-09T01:11:51Z,XGBoost: A Scalable Tree Boosting System,"Tianqi Chen, Carlos Guestrin",http://arxiv.org/pdf/1603.02754v3,No journal ref found,none,cs.LG,Summary24194,1603.02836v1,2016-03-09T10:31:00Z,Faster learning of deep stacked autoencoders on multi-core systems using synchronized layer-wise pre-training,"Anirban Santara, Debapriya Maji, DP Tejas, Pabitra Mitra, Arobinda Gupta",http://arxiv.org/pdf/1603.02836v1,No journal ref found,none,cs.LG,Summary24195,1603.02839v2,2016-03-09T10:52:53Z,Starting Small -- Learning with Adaptive Sample Sizes,"Hadi Daneshmand, Aurelien Lucchi, Thomas Hofmann",http://arxiv.org/pdf/1603.02839v2,No journal ref found,none,cs.LG,Summary24196,1603.03627v1,2016-03-11T13:51:37Z,Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields,"Roberto L. Shinmoto Torres, Damith C. Ranasinghe, Qinfeng Shi, Anton van den Hengel",http://arxiv.org/pdf/1603.03627v1,No journal ref found,none,cs.LG,Summary24197,1603.03703v1,2016-03-11T17:47:00Z,Searching for Topological Symmetry in Data Haystack,"Kallol Roy, Anh Tong, Jaesik Choi",http://arxiv.org/pdf/1603.03703v1,No journal ref found,none,cs.LG,Summary24198,1603.03713v2,2016-03-11T18:21:55Z,Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions,"Flavian Vasile, Damien Lefortier, Olivier Chapelle",http://arxiv.org/pdf/1603.03713v2,No journal ref found,none,cs.LG,Summary24199,1603.03714v1,2016-03-11T18:23:44Z,Distribution Free Learning with Local Queries,"Galit Bary-Weisberg, Amit Daniely, Shai Shalev-Shwartz",http://arxiv.org/pdf/1603.03714v1,No journal ref found,none,cs.LG,Summary24200,1603.04283v1,2016-03-14T14:43:48Z,Universal probability-free conformal prediction,"Vladimir Vovk, Dusko Pavlovic",http://arxiv.org/pdf/1603.04283v1,No journal ref found,none,cs.LG,Summary24201,1603.04416v2,2016-03-14T19:49:07Z,Criteria of efficiency for conformal prediction,"Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman",http://arxiv.org/pdf/1603.04416v2,No journal ref found,none,cs.LG,Summary24202,1603.04506v1,2016-03-14T23:37:37Z,Conformal Predictors for Compound Activity Prediction,"Paolo Toccacheli, Ilia Nouretdinov, Alexander Gammerman",http://arxiv.org/pdf/1603.04506v1,No journal ref found,none,cs.LG,Summary24203,1603.04947v1,2016-03-16T03:30:59Z,On the Complexity of One-class SVM for Multiple Instance Learning,"Zhen Hu, Zhuyin Xue",http://arxiv.org/pdf/1603.04947v1,No journal ref found,none,cs.LG,Summary24204,1603.05629v4,2016-03-17T19:29:46Z,Discriminative Embeddings of Latent Variable Models for Structured Data,"Hanjun Dai, Bo Dai, Le Song",http://arxiv.org/pdf/1603.05629v4,No journal ref found,none,cs.LG,Summary24205,1603.05850v1,2016-03-18T11:51:09Z,N-ary Error Correcting Coding Scheme,"Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Muller",http://arxiv.org/pdf/1603.05850v1,No journal ref found,none,cs.LG,Summary24206,1603.06052v2,2016-03-19T06:14:28Z,Fast DPP Sampling for Nyström with Application to Kernel Methods,"Chengtao Li, Stefanie Jegelka, Suvrit Sra",http://arxiv.org/pdf/1603.06052v2,No journal ref found,none,cs.LG,Summary24207,1603.06265v3,2016-03-20T20:34:32Z,Collaborative prediction with expert advice,Paul Christiano,http://arxiv.org/pdf/1603.06265v3,No journal ref found,none,cs.LG,Summary24208,1603.06352v2,2016-03-21T08:29:05Z,Online Learning with Low Rank Experts,"Elad Hazan, Tomer Koren, Roi Livni, Yishay Mansour",http://arxiv.org/pdf/1603.06352v2,No journal ref found,none,cs.LG,Summary24209,1603.06653v1,2016-03-22T01:05:47Z,Information Theoretic-Learning Auto-Encoder,"Eder Santana, Matthew Emigh, Jose C Principe",http://arxiv.org/pdf/1603.06653v1,No journal ref found,none,cs.LG,Summary24210,1603.06708v2,2016-03-22T09:03:40Z,A Self-Paced Regularization Framework for Multi-Label Learning,"Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Xiaoyu Zhang, Hongyuan Zha",http://arxiv.org/pdf/1603.06708v2,No journal ref found,none,cs.LG,Summary24211,1603.07323v3,2016-03-23T19:58:37Z,Learning Mixtures of Plackett-Luce Models,"Zhibing Zhao, Peter Piech, Lirong Xia",http://arxiv.org/pdf/1603.07323v3,No journal ref found,none,cs.LG,Summary24212,1603.07584v2,2016-03-24T14:15:17Z,Source Localization on Graphs via l1 Recovery and Spectral Graph Theory,"Rodrigo Pena, Xavier Bresson, Pierre Vandergheynst",http://arxiv.org/pdf/1603.07584v2,No journal ref found,none,cs.LG,Summary24213,1603.08037v1,2016-03-25T21:22:59Z,On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem,"Kevin Jamieson, Daniel Haas, Ben Recht",http://arxiv.org/pdf/1603.08037v1,No journal ref found,none,cs.LG,Summary24214,1603.08293v1,2016-03-28T03:37:26Z,Non-Greedy L21-Norm Maximization for Principal Component Analysis,"Feiping Nie, Heng Huang",http://arxiv.org/pdf/1603.08293v1,No journal ref found,none,cs.LG,Summary24215,1603.08318v2,2016-03-28T05:58:15Z,Exclusivity Regularized Machine,Xiaojie Guo,http://arxiv.org/pdf/1603.08318v2,No journal ref found,none,cs.LG,Summary24216,1603.08831v2,2016-03-29T16:23:32Z,Towards Understanding Sparse Filtering: A Theoretical Perspective,"Fabio Massimo Zennaro, Ke Chen",http://arxiv.org/pdf/1603.08831v2,No journal ref found,none,cs.LG,Summary24217,1603.08861v2,2016-03-29T17:46:16Z,Revisiting Semi-Supervised Learning with Graph Embeddings,"Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov",http://arxiv.org/pdf/1603.08861v2,No journal ref found,none,cs.LG,Summary24218,1603.09025v5,2016-03-30T02:57:20Z,Recurrent Batch Normalization,"Tim Cooijmans, Nicolas Ballas, César Laurent, Çağlar Gülçehre, Aaron Courville",http://arxiv.org/pdf/1603.09025v5,No journal ref found,none,cs.LG,Summary24219,1603.09064v5,2016-03-30T07:51:58Z,Semi-Supervised Learning on Graphs through Reach and Distance Diffusion,Edith Cohen,http://arxiv.org/pdf/1603.09064v5,No journal ref found,none,cs.LG,Summary24220,1603.09233v1,2016-03-30T14:58:32Z,Optimal Recommendation to Users that React: Online Learning for a Class of POMDPs,"Rahul Meshram, Aditya Gopalan, D. Manjunath",http://arxiv.org/pdf/1603.09233v1,No journal ref found,none,cs.LG,Summary24221,1603.09738v1,2016-03-31T19:48:13Z,Pessimistic Uplift Modeling,"Atef Shaar, Talel Abdessalem, Olivier Segard",http://arxiv.org/pdf/1603.09738v1,No journal ref found,none,cs.LG,Summary24222,1604.00783v1,2016-04-04T09:24:12Z,Topic Model Based Multi-Label Classification from the Crowd,"Divya Padmanabhan, Satyanath Bhat, Shirish Shevade, Y. Narahari",http://arxiv.org/pdf/1604.00783v1,No journal ref found,none,cs.LG,Summary24223,1604.01304v1,2016-04-05T15:44:33Z,Towards Label Imbalance in Multi-label Classification with Many Labels,"Li Li, Houfeng Wang",http://arxiv.org/pdf/1604.01304v1,No journal ref found,none,cs.LG,Summary24224,1604.01474v1,2016-04-06T03:44:03Z,Self-Paced Multi-Task Learning,"Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Hongyuan Zha",http://arxiv.org/pdf/1604.01474v1,No journal ref found,none,cs.LG,Summary24225,1604.01518v1,2016-04-06T07:33:55Z,Simple and Efficient Learning using Privileged Information,"Xinxing Xu, Joey Tianyi Zhou, IvorW. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu",http://arxiv.org/pdf/1604.01518v1,No journal ref found,none,cs.LG,Summary24226,1604.01686v3,2016-04-06T16:36:41Z,Relationship between Variants of One-Class Nearest Neighbours and Creating their Accurate Ensembles,"Shehroz S. Khan, Amir Ahmad",http://arxiv.org/pdf/1604.01686v3,No journal ref found,none,cs.LG,Summary24227,1604.01806v1,2016-04-06T21:01:35Z,Generalising the Discriminative Restricted Boltzmann Machine,"Srikanth Cherla, Son N Tran, Tillman Weyde, Artur dAvila Garcez",http://arxiv.org/pdf/1604.01806v1,No journal ref found,none,cs.LG,Summary24228,1604.01870v4,2016-04-07T04:14:54Z,Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis,"Weiran Wang, Jialei Wang, Dan Garber, Nathan Srebro",http://arxiv.org/pdf/1604.01870v4,No journal ref found,none,cs.LG,Summary24229,1604.02264v1,2016-04-08T07:58:36Z,Probabilistic classifiers with low rank indefinite kernels,"Frank-Michael Schleif, Andrej Gisbrecht, Peter Tino",http://arxiv.org/pdf/1604.02264v1,No journal ref found,none,cs.LG,Summary24230,1604.03266v1,2016-04-12T07:11:09Z,Online Learning of Portfolio Ensembles with Sector Exposure Regularization,"Guy Uziel, Ran El-Yaniv",http://arxiv.org/pdf/1604.03266v1,No journal ref found,none,cs.LG,Summary24231,1604.03348v1,2016-04-12T11:39:16Z,Optimal Margin Distribution Machine,"Teng Zhang, Zhi-Hua Zhou",http://arxiv.org/pdf/1604.03348v1,No journal ref found,none,cs.LG,Summary24232,1604.03829v1,2016-04-13T15:26:32Z,Animation and Chirplet-Based Development of a PIR Sensor Array for Intruder Classification in an Outdoor Environment,"Raviteja Upadrashta, Tarun Choubisa, A. Praneeth, Tony G., Aswath V. S., P. Vijay Kumar, Sripad Kowshik, Hari Prasad Gokul R, T. V. Prabhakar",http://arxiv.org/pdf/1604.03829v1,No journal ref found,none,cs.LG,Summary24233,1604.03924v2,2016-04-13T19:44:04Z,"Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing","Ryan Rogers, Aaron Roth, Adam Smith, Om Thakkar",http://arxiv.org/pdf/1604.03924v2,No journal ref found,none,cs.LG,Summary24234,1604.03986v1,2016-04-13T22:13:52Z,Theoretically-Grounded Policy Advice from Multiple Teachers in Reinforcement Learning Settings with Applications to Negative Transfer,"Yusen Zhan, Haitham Bou Ammar, Matthew E. taylor",http://arxiv.org/pdf/1604.03986v1,No journal ref found,none,cs.LG,Summary24235,1604.04029v2,2016-04-14T04:02:47Z,Multi-Source Multi-View Clustering via Discrepancy Penalty,"Weixiang Shao, Jiawei Zhang, Lifang He, Philip S. Yu",http://arxiv.org/pdf/1604.04029v2,No journal ref found,none,cs.LG,Summary24236,1604.04213v1,2016-04-14T16:38:22Z,Modeling Electrical Daily Demand in Presence of PHEVs in Smart Grids with Supervised Learning,"Marco Pellegrini, Farshad Rassaei",http://arxiv.org/pdf/1604.04213v1,No journal ref found,none,cs.LG,Summary24237,1604.04879v1,2016-04-17T15:01:51Z,Mahalanobis Distance Metric Learning Algorithm for Instance-based Data Stream Classification,"Jorge Luis Rivero Perez, Bernardete Ribeiro, Carlos Morell Perez",http://arxiv.org/pdf/1604.04879v1,No journal ref found,none,cs.LG,Summary24238,1604.05257v2,2016-04-18T17:28:41Z,Risk-Averse Multi-Armed Bandit Problems under Mean-Variance Measure,"Sattar Vakili, Qing Zhao",http://arxiv.org/pdf/1604.05257v2,No journal ref found,none,cs.LG,Summary24239,1604.05429v1,2016-04-19T04:31:55Z,Comparative Study of Instance Based Learning and Back Propagation for Classification Problems,"Nadia Kanwal, Erkan Bostanci",http://arxiv.org/pdf/1604.05429v1,No journal ref found,none,cs.LG,Summary24240,1604.05993v1,2016-04-20T15:07:00Z,Greedy Criterion in Orthogonal Greedy Learning,"Lin Xu, Shaobo Lin, Jinshan Zeng, Xia Liu, Zongben Xu",http://arxiv.org/pdf/1604.05993v1,No journal ref found,none,cs.LG,Summary24241,1604.06133v1,2016-04-20T22:16:34Z,Embedded all relevant feature selection with Random Ferns,Miron Bartosz Kursa,http://arxiv.org/pdf/1604.06133v1,No journal ref found,none,cs.LG,Summary24242,1604.06153v1,2016-04-21T01:29:56Z,Nonextensive information theoretical machine,"Chaobing Song, Shu-Tao Xia",http://arxiv.org/pdf/1604.06153v1,No journal ref found,none,cs.LG,Summary24243,1604.06162v3,2016-04-21T02:39:22Z,The Extended Littlestones Dimension for Learning with Mistakes and Abstentions,"Chicheng Zhang, Kamalika Chaudhuri",http://arxiv.org/pdf/1604.06162v3,No journal ref found,none,cs.LG,Summary24244,1604.06174v2,2016-04-21T04:15:27Z,Training Deep Nets with Sublinear Memory Cost,"Tianqi Chen, Bing Xu, Chiyuan Zhang, Carlos Guestrin",http://arxiv.org/pdf/1604.06174v2,No journal ref found,none,cs.LG,Summary24245,1604.06518v2,2016-04-22T01:57:01Z,Approximation Vector Machines for Large-scale Online Learning,"Trung Le, Tu Dinh Nguyen, Vu Nguyen, Dinh Phung",http://arxiv.org/pdf/1604.06518v2,No journal ref found,none,cs.LG,Summary24246,1604.06602v4,2016-04-22T10:53:48Z,Clustering with Missing Features: A Penalized Dissimilarity Measure based approach,"Shounak Datta, Supritam Bhattacharjee, Swagatam Das",http://arxiv.org/pdf/1604.06602v4,No journal ref found,none,cs.LG,Summary24247,1604.06737v1,2016-04-22T16:34:30Z,Entity Embeddings of Categorical Variables,"Cheng Guo, Felix Berkhahn",http://arxiv.org/pdf/1604.06737v1,No journal ref found,none,cs.LG,Summary24248,1604.06915v1,2016-04-23T15:13:43Z,On the Sample Complexity of End-to-end Training vs. Semantic Abstraction Training,"Shai Shalev-Shwartz, Amnon Shashua",http://arxiv.org/pdf/1604.06915v1,No journal ref found,none,cs.LG,Summary24249,1604.06985v3,2016-04-24T05:17:04Z,Deep Learning with Eigenvalue Decay Regularizer,Oswaldo Ludwig,http://arxiv.org/pdf/1604.06985v3,No journal ref found,none,cs.LG,Summary24250,1604.07078v1,2016-04-24T20:32:18Z,Unsupervised Representation Learning of Structured Radio Communication Signals,"Timothy J. OShea, Johnathan Corgan, T. Charles Clancy",http://arxiv.org/pdf/1604.07078v1,No journal ref found,none,cs.LG,Summary24251,1604.07243v2,2016-04-25T13:22:55Z,Learning Arbitrary Sum-Product Network Leaves with Expectation-Maximization,"Mattia Desana, Christoph Schnörr",http://arxiv.org/pdf/1604.07243v2,No journal ref found,none,cs.LG,Summary24252,1604.07759v3,2016-04-26T17:18:24Z,F-measure Maximization in Multi-Label Classification with Conditionally Independent Label Subsets,"Maxime Gasse, Alex Aussem",http://arxiv.org/pdf/1604.07759v3,No journal ref found,none,cs.LG,Summary24253,1604.08740v3,2016-04-29T09:05:46Z,MetaGrad: Multiple Learning Rates in Online Learning,"Tim van Erven, Wouter M. Koolen",http://arxiv.org/pdf/1604.08740v3,No journal ref found,none,cs.LG,Summary24254,1605.00079v1,2016-04-30T08:39:38Z,Constructive neural network learning,"Shaobo Lin, Jinshan Zeng, Xiaoqin Zhang",http://arxiv.org/pdf/1605.00079v1,No journal ref found,none,cs.LG,Summary24255,1605.00176v2,2016-04-30T22:16:22Z,Stochastic Contextual Bandits with Known Reward Functions,"Pranav Sakulkar, Bhaskar Krishnamachari",http://arxiv.org/pdf/1605.00176v2,No journal ref found,none,cs.LG,Summary24256,1605.00329v1,2016-05-02T01:37:57Z,Some Insights into the Geometry and Training of Neural Networks,Ewout van den Berg,http://arxiv.org/pdf/1605.00329v1,No journal ref found,none,cs.LG,Summary24257,1605.00751v2,2016-05-03T04:47:02Z,Learning from Binary Labels with Instance-Dependent Corruption,"Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan",http://arxiv.org/pdf/1605.00751v2,No journal ref found,none,cs.LG,Summary24258,1605.01029v1,2016-05-03T19:16:12Z,Online Machine Learning Techniques for Predicting Operator Performance,Ahmet Anil Pala,http://arxiv.org/pdf/1605.01029v1,No journal ref found,none,cs.LG,Summary24259,1605.01133v2,2016-05-04T03:33:48Z,Deep Motif: Visualizing Genomic Sequence Classifications,"Jack Lanchantin, Ritambhara Singh, Zeming Lin, Yanjun Qi",http://arxiv.org/pdf/1605.01133v2,No journal ref found,none,cs.LG,Summary24260,1605.01288v4,2016-05-04T14:22:59Z,Fast rates with high probability in exp-concave statistical learning,Nishant A. Mehta,http://arxiv.org/pdf/1605.01288v4,No journal ref found,none,cs.LG,Summary24261,1605.01623v1,2016-05-05T15:22:46Z,On the Convergence of A Family of Robust Losses for Stochastic Gradient Descent,"Bo Han, Ivor W. Tsang, Ling Chen",http://arxiv.org/pdf/1605.01623v1,No journal ref found,none,cs.LG,Summary24262,1605.01636v2,2016-05-05T15:58:55Z,Maximal Sparsity with Deep Networks?,"Bo Xin, Yizhou Wang, Wen Gao, David Wipf",http://arxiv.org/pdf/1605.01636v2,No journal ref found,none,cs.LG,Summary24263,1605.01832v1,2016-05-06T06:15:20Z,Cross-Graph Learning of Multi-Relational Associations,"Hanxiao Liu, Yiming Yang",http://arxiv.org/pdf/1605.01832v1,No journal ref found,none,cs.LG,Summary24264,1605.02026v1,2016-05-06T18:38:45Z,Training Neural Networks Without Gradients: A Scalable ADMM Approach,"Gavin Taylor, Ryan Burmeister, Zheng Xu, Bharat Singh, Ankit Patel, Tom Goldstein",http://arxiv.org/pdf/1605.02026v1,No journal ref found,none,cs.LG,Summary24265,1605.02099v1,2016-05-06T20:52:26Z,Some Simulation Results for Emphatic Temporal-Difference Learning Algorithms,Huizhen Yu,http://arxiv.org/pdf/1605.02099v1,No journal ref found,none,cs.LG,Summary24266,1605.02216v1,2016-05-07T16:55:22Z,Distributed stochastic optimization for deep learning (thesis),Sixin Zhang,http://arxiv.org/pdf/1605.02216v1,No journal ref found,none,cs.LG,Summary24267,1605.02226v3,2016-05-07T18:13:25Z,Neural Autoregressive Distribution Estimation,"Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle",http://arxiv.org/pdf/1605.02226v3,No journal ref found,none,cs.LG,Summary24268,1605.02536v3,2016-05-09T11:36:40Z,Random Fourier Features for Operator-Valued Kernels,"Romain Brault, Florence dAlché-Buc, Markus Heinonen",http://arxiv.org/pdf/1605.02536v3,No journal ref found,none,cs.LG,Summary24269,1605.03004v1,2016-05-10T13:31:52Z,MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction,"Zeming Lin, Jack Lanchantin, Yanjun Qi",http://arxiv.org/pdf/1605.03004v1,No journal ref found,none,cs.LG,Summary24270,1605.03072v3,2016-05-10T15:57:18Z,Semi-Supervised Representation Learning based on Probabilistic Labeling,"Ershad Banijamali, Ali Ghodsi",http://arxiv.org/pdf/1605.03072v3,No journal ref found,none,cs.LG,Summary24271,1605.05011v1,2016-05-17T03:52:38Z,Locally Weighted Ensemble Clustering,"Dong Huang, Chang-Dong Wang, Jian-Huang Lai",http://arxiv.org/pdf/1605.05011v1,No journal ref found,none,cs.LG,Summary24272,1605.05223v1,2016-05-17T16:11:36Z,On the boosting ability of top-down decision tree learning algorithm for multiclass classification,"Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski",http://arxiv.org/pdf/1605.05223v1,No journal ref found,none,cs.LG,Summary24273,1605.05628v1,2016-05-18T15:47:59Z,Detecting Novel Processes with CANDIES -- An Holistic Novelty Detection Technique based on Probabilistic Models,"Christian Gruhl, Bernhard Sick",http://arxiv.org/pdf/1605.05628v1,No journal ref found,none,cs.LG,Summary24274,1605.05710v1,2016-05-18T19:21:22Z,Active Learning On Weighted Graphs Using Adaptive And Non-adaptive Approaches,"Eyal En Gad, Akshay Gadde, A. Salman Avestimehr, Antonio Ortega",http://arxiv.org/pdf/1605.05710v1,No journal ref found,none,cs.LG,Summary24275,1605.06065v1,2016-05-19T17:44:51Z,One-shot Learning with Memory-Augmented Neural Networks,"Adam Santoro, Sergey Bartunov, Matthew Botvinick, Daan Wierstra, Timothy Lillicrap",http://arxiv.org/pdf/1605.06065v1,No journal ref found,none,cs.LG,Summary24276,1605.06076v1,2016-05-19T18:32:50Z,On a convergent off -policy temporal difference learning algorithm in on-line learning environment,"Prasenjit Karmakar, Rajkumar Maity, Shalabh Bhatnagar",http://arxiv.org/pdf/1605.06076v1,No journal ref found,none,cs.LG,Summary24277,1605.06170v1,2016-05-19T23:10:15Z,Evaluation System for a Bayesian Optimization Service,"Ian Dewancker, Michael McCourt, Scott Clark, Patrick Hayes, Alexandra Johnson, George Ke",http://arxiv.org/pdf/1605.06170v1,No journal ref found,none,cs.LG,Summary24278,1605.06296v2,2016-05-20T11:31:26Z,On the Robustness of Decision Tree Learning under Label Noise,"Aritra Ghosh, Naresh Manwani, P. S. Sastry",http://arxiv.org/pdf/1605.06296v2,No journal ref found,none,cs.LG,Summary24279,1605.06391v2,2016-05-20T15:05:58Z,Deep Multi-task Representation Learning: A Tensor Factorisation Approach,"Yongxin Yang, Timothy Hospedales",http://arxiv.org/pdf/1605.06391v2,No journal ref found,none,cs.LG,Summary24280,1605.06394v1,2016-05-20T15:08:08Z,Bayesian Hyperparameter Optimization for Ensemble Learning,"Julien-Charles Lévesque, Christian Gagné, Robert Sabourin",http://arxiv.org/pdf/1605.06394v1,No journal ref found,none,cs.LG,Summary24281,1605.06421v1,2016-05-20T16:17:59Z,Root-cause analysis for time-series anomalies via spatiotemporal causal graphical modeling,"Chao Liu, Kin Gwn Lore, Soumik Sarkar",http://arxiv.org/pdf/1605.06421v1,No journal ref found,none,cs.LG,Summary24282,1605.06439v1,2016-05-20T17:05:55Z,Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning,"Wouter M. Koolen, Peter Grünwald, Tim van Erven",http://arxiv.org/pdf/1605.06439v1,No journal ref found,none,cs.LG,Summary24283,1605.06477v3,2016-05-20T19:19:08Z,Regression with n$\to$1 by Expert Knowledge Elicitation,"Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski",http://arxiv.org/pdf/1605.06477v3,No journal ref found,none,cs.LG,Summary24284,1605.06561v1,2016-05-20T23:46:58Z,DynaNewton - Accelerating Newtons Method for Machine Learning,"Hadi Daneshmand, Aurelien Lucchi, Thomas Hofmann",http://arxiv.org/pdf/1605.06561v1,No journal ref found,none,cs.LG,Summary24285,1605.06651v3,2016-05-21T14:43:44Z,Gamblers Ruin Bandit Problem,"Nima Akbarzadeh, Cem Tekin",http://arxiv.org/pdf/1605.06651v3,No journal ref found,none,cs.LG,Summary24286,1605.06652v1,2016-05-21T14:46:23Z,Bending the Curve: Improving the ROC Curve Through Error Redistribution,"Oran Richman, Shie Mannor",http://arxiv.org/pdf/1605.06652v1,No journal ref found,none,cs.LG,Summary24287,1605.06673v1,2016-05-21T16:57:37Z,Cross Domain Adaptation by Learning Partially Shared Classifiers and Weighting Source Data Points in the Shared Subspaces,"Hongqi Wang, Anfeng Xu, Shanshan Wang, Sunny Chughtai",http://arxiv.org/pdf/1605.06673v1,No journal ref found,none,cs.LG,Summary24288,1605.06955v3,2016-05-23T09:37:48Z,Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data,"Tomoya Sakai, Marthinus Christoffel du Plessis, Gang Niu, Masashi Sugiyama",http://arxiv.org/pdf/1605.06955v3,No journal ref found,none,cs.LG,Summary24289,1605.07498v1,2016-05-24T15:25:14Z,Leveraging Over Priors for Boosting Control of Prosthetic Hands,Valentina Gregori,http://arxiv.org/pdf/1605.07498v1,No journal ref found,none,cs.LG,Summary24290,1605.07779v2,2016-05-25T08:50:21Z,Neural Universal Discrete Denoiser,"Taesup Moon, Seonwoo Min, Byunghan Lee, Sungroh Yoon",http://arxiv.org/pdf/1605.07779v2,No journal ref found,none,cs.LG,Summary24291,1605.07785v1,2016-05-25T09:11:23Z,Geometry-aware stationary subspace analysis,"Inbal Horev, Florian Yger, Masashi Sugiyama",http://arxiv.org/pdf/1605.07785v1,No journal ref found,none,cs.LG,Summary24292,1605.07833v2,2016-05-25T11:40:46Z,Effective Blind Source Separation Based on the Adam Algorithm,"Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini",http://arxiv.org/pdf/1605.07833v2,No journal ref found,none,cs.LG,Summary24293,1605.08242v1,2016-05-26T11:53:26Z,Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings,"Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor",http://arxiv.org/pdf/1605.08242v1,No journal ref found,none,cs.LG,Summary24294,1605.08481v1,2016-05-27T00:23:39Z,Open Problem: Best Arm Identification: Almost Instance-Wise Optimality and the Gap Entropy Conjecture,"Lijie Chen, Jian Li",http://arxiv.org/pdf/1605.08481v1,No journal ref found,none,cs.LG,Summary24295,1605.08497v1,2016-05-27T03:11:41Z,Universum Learning for SVM Regression,"Sauptik Dhar, Vladimir Cherkassky",http://arxiv.org/pdf/1605.08497v1,No journal ref found,none,cs.LG,Summary24296,1605.08722v1,2016-05-27T17:28:35Z,An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits,"Peter Auer, Chao-Kai Chiang",http://arxiv.org/pdf/1605.08722v1,No journal ref found,none,cs.LG,Summary24297,1605.08838v1,2016-05-28T03:21:44Z,Dueling Bandits with Dependent Arms,"Bangrui Chen, Peter Frazier",http://arxiv.org/pdf/1605.08838v1,No journal ref found,none,cs.LG,Summary24298,1605.09066v3,2016-05-29T21:33:07Z,Distributed Asynchronous Dual Free Stochastic Dual Coordinate Ascent,"Zhouyuan Huo, Heng Huang",http://arxiv.org/pdf/1605.09066v3,No journal ref found,none,cs.LG,Summary24299,1605.09082v1,2016-05-30T01:18:47Z,One-Pass Learning with Incremental and Decremental Features,"Chenping Hou, Zhi-Hua Zhou",http://arxiv.org/pdf/1605.09082v1,No journal ref found,none,cs.LG,Summary24300,1605.09088v2,2016-05-30T02:35:07Z,The Bayesian Linear Information Filtering Problem,"Bangrui Chen, Peter I. Frazier",http://arxiv.org/pdf/1605.09088v2,No journal ref found,none,cs.LG,Summary24301,1605.09131v1,2016-05-30T07:57:41Z,Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees,"Xin Mu, Kai Ming Ting, Zhi-Hua Zhou",http://arxiv.org/pdf/1605.09131v1,No journal ref found,none,cs.LG,Summary24302,1605.09221v1,2016-05-30T13:23:04Z,"Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent","Timothy J. OShea, T. Charles Clancy",http://arxiv.org/pdf/1605.09221v1,No journal ref found,none,cs.LG,Summary24303,1605.09351v2,2016-05-30T18:45:06Z,Review of Fall Detection Techniques: A Data Availability Perspective,"Shehroz S. Khan, Jesse Hoey",http://arxiv.org/pdf/1605.09351v2,"Medical Engineering and Physics, Volume 39, 2017",none,cs.LG,Summary24304,1605.09458v1,2016-05-31T00:58:47Z,Training Auto-encoders Effectively via Eliminating Task-irrelevant Input Variables,"Hui Shen, Dehua Li, Hong Wu, Zhaoxiang Zang",http://arxiv.org/pdf/1605.09458v1,No journal ref found,none,cs.LG,Summary24305,1606.00282v1,2016-06-01T13:38:04Z,Multi-Label Zero-Shot Learning via Concept Embedding,"Ubai Sandouk, Ke Chen",http://arxiv.org/pdf/1606.00282v1,No journal ref found,none,cs.LG,Summary24306,1606.00313v1,2016-06-01T14:47:19Z,Improved Regret Bounds for Oracle-Based Adversarial Contextual Bandits,"Vasilis Syrgkanis, Haipeng Luo, Akshay Krishnamurthy, Robert E. Schapire",http://arxiv.org/pdf/1606.00313v1,No journal ref found,none,cs.LG,Summary24307,1606.00868v1,2016-06-02T20:42:31Z,Unified Framework for Quantification,Aykut Firat,http://arxiv.org/pdf/1606.00868v1,No journal ref found,none,cs.LG,Summary24308,1606.00968v1,2016-06-03T05:25:27Z,Smooth Imitation Learning for Online Sequence Prediction,"Hoang M. Le, Andrew Kang, Yisong Yue, Peter Carr",http://arxiv.org/pdf/1606.00968v1,No journal ref found,none,cs.LG,Summary24309,1606.01175v1,2016-06-01T00:59:41Z,Infant directed speech is consistent with teaching,"Baxter S. Eaves Jr., Naomi H. Feldman, Thomas L. Griffiths, Patrick Shafto",http://arxiv.org/pdf/1606.01175v1,No journal ref found,none,cs.LG,Summary24310,1606.01261v1,2016-06-03T20:07:41Z,Minimizing Regret on Reflexive Banach Spaces and Learning Nash Equilibria in Continuous Zero-Sum Games,"Maximilian Balandat, Walid Krichene, Claire Tomlin, Alexandre Bayen",http://arxiv.org/pdf/1606.01261v1,No journal ref found,none,cs.LG,Summary24311,1606.02279v3,2016-06-07T19:52:02Z,Semi-supervised structured output prediction by local linear regression and sub-gradient descent,"Ru-Ze Liang, Wei Xie, Weizhi Li, Xin Du, Jim Jing-Yan Wang, Jingbin Wang",http://arxiv.org/pdf/1606.02279v3,No journal ref found,none,cs.LG,Summary24312,1606.02617v2,2016-06-08T16:11:53Z,Efficient Estimation of k for the Nearest Neighbors Class of Methods,"Aleksander Lodwich, Faisal Shafait, Thomas Breuel",http://arxiv.org/pdf/1606.02617v2,No journal ref found,none,cs.LG,Summary24313,1606.03212v1,2016-06-10T07:17:00Z,Discovery of Latent Factors in High-dimensional Data Using Tensor Methods,Furong Huang,http://arxiv.org/pdf/1606.03212v1,No journal ref found,none,cs.LG,Summary24314,1606.03474v2,2016-06-10T20:34:54Z,On degeneracy control in overcomplete ICA,"Jesse A. Livezey, Alejandro F. Bujan, Friedrich T. Sommer",http://arxiv.org/pdf/1606.03474v2,No journal ref found,none,cs.LG,Summary24315,1606.03628v1,2016-06-11T21:14:08Z,metricDTW: local distance metric learning in Dynamic Time Warping,"Jiaping Zhao, Zerong Xi, Laurent Itti",http://arxiv.org/pdf/1606.03628v1,No journal ref found,none,cs.LG,Summary24316,1606.03858v2,2016-06-13T08:55:20Z,Sorting out typicality with the inverse moment matrix SOS polynomial,"Jean-Bernard Lasserre, Edouard Pauwels",http://arxiv.org/pdf/1606.03858v2,No journal ref found,none,cs.LG,Summary24317,1606.04038v2,2016-06-13T17:15:43Z,Trace Norm Regularised Deep Multi-Task Learning,"Yongxin Yang, Timothy M. Hospedales",http://arxiv.org/pdf/1606.04038v2,No journal ref found,none,cs.LG,Summary24318,1606.04218v1,2016-06-14T07:11:29Z,Conditional Generative Moment-Matching Networks,"Yong Ren, Jialian Li, Yucen Luo, Jun Zhu",http://arxiv.org/pdf/1606.04218v1,No journal ref found,none,cs.LG,Summary24319,1606.04275v1,2016-06-14T09:38:18Z,Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method,"Michiel Stock, Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman",http://arxiv.org/pdf/1606.04275v1,No journal ref found,none,cs.LG,Summary24320,1606.04521v1,2016-06-14T19:39:41Z,Training variance and performance evaluation of neural networks in speech,"Ewout van den Berg, Bhuvana Ramabhadran, Michael Picheny",http://arxiv.org/pdf/1606.04521v1,No journal ref found,none,cs.LG,Summary24321,1606.04624v1,2016-06-15T02:44:02Z,Finite-time Analysis for the Knowledge-Gradient Policy,"Yingfei Wang, Warren Powell",http://arxiv.org/pdf/1606.04624v1,No journal ref found,none,cs.LG,Summary24322,1606.04646v1,2016-06-15T05:26:29Z,Unsupervised Learning of Predictors from Unpaired Input-Output Samples,"Jianshu Chen, Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng",http://arxiv.org/pdf/1606.04646v1,No journal ref found,none,cs.LG,Summary24323,1606.04671v3,2016-06-15T08:20:51Z,Progressive Neural Networks,"Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, Hubert Soyer, James Kirkpatrick, Koray Kavukcuoglu, Razvan Pascanu, Raia Hadsell",http://arxiv.org/pdf/1606.04671v3,No journal ref found,none,cs.LG,Summary24324,1606.05316v1,2016-06-16T19:02:14Z,Learning Infinite-Layer Networks: Beyond the Kernel Trick,"Amir Globerson, Roi Livni",http://arxiv.org/pdf/1606.05316v1,No journal ref found,none,cs.LG,Summary24325,1606.05664v1,2016-05-31T09:54:46Z,Linear Classification of data with Support Vector Machines and Generalized Support Vector Machines,"Xiaomin Qi, Sergei Silvestrov, Talat Nazir",http://arxiv.org/pdf/1606.05664v1,No journal ref found,none,cs.LG,Summary24326,1606.05934v1,2016-06-20T00:59:11Z,Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method,"Qiuyan Yan, Qifa Sun, Xinming Yan",http://arxiv.org/pdf/1606.05934v1,No journal ref found,none,cs.LG,Summary24327,1606.06069v1,2016-06-20T11:36:40Z,Relative Natural Gradient for Learning Large Complex Models,"Ke Sun, Frank Nielsen",http://arxiv.org/pdf/1606.06069v1,No journal ref found,none,cs.LG,Summary24328,1606.06630v2,2016-06-21T15:55:29Z,On Multiplicative Integration with Recurrent Neural Networks,"Yuhuai Wu, Saizheng Zhang, Ying Zhang, Yoshua Bengio, Ruslan Salakhutdinov",http://arxiv.org/pdf/1606.06630v2,No journal ref found,none,cs.LG,Summary24329,1606.06653v1,2016-06-21T16:48:25Z,Tracking Time-Vertex Propagation using Dynamic Graph Wavelets,"Francesco Grassi, Nathanael Perraudin, Benjamin Ricaud",http://arxiv.org/pdf/1606.06653v1,No journal ref found,none,cs.LG,Summary24330,1606.06793v2,2016-06-22T00:26:59Z,Scalable Support Vector Machine for Semi-supervised Learning,"Trung Le, Khanh Nguyen, Van Nguyen, Vu Nguyen, Dinh Phung",http://arxiv.org/pdf/1606.06793v2,No journal ref found,none,cs.LG,Summary24331,1606.07283v1,2016-06-23T12:12:45Z,Event Abstraction for Process Mining using Supervised Learning Techniques,"Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst",http://arxiv.org/pdf/1606.07283v1,No journal ref found,none,cs.LG,Summary24332,1606.07374v2,2016-06-23T16:58:33Z,Multi-Stage Temporal Difference Learning for 2048-like Games,"Kun-Hao Yeh, I-Chen Wu, Chu-Hsuan Hsueh, Chia-Chuan Chang, Chao-Chin Liang, Han Chiang",http://arxiv.org/pdf/1606.07374v2,No journal ref found,none,cs.LG,Summary24333,1606.07558v1,2016-06-24T03:42:41Z,Satisfying Real-world Goals with Dataset Constraints,"Andrew Cotter, Michael Friedlander, Gabriel Goh, Maya Gupta",http://arxiv.org/pdf/1606.07558v1,No journal ref found,none,cs.LG,Summary24334,1606.08117v2,2016-06-27T03:06:44Z,Improved Recurrent Neural Networks for Session-based Recommendations,"Yong Kiam Tan, Xinxing Xu, Yong Liu",http://arxiv.org/pdf/1606.08117v2,No journal ref found,none,cs.LG,Summary24335,1606.08415v2,2016-06-27T19:20:40Z,Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units,"Dan Hendrycks, Kevin Gimpel",http://arxiv.org/pdf/1606.08415v2,No journal ref found,none,cs.LG,Summary24336,1606.08501v2,2016-06-27T22:34:14Z,Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems,Giorgio Gnecco,http://arxiv.org/pdf/1606.08501v2,No journal ref found,none,cs.LG,Summary24337,1606.09022v1,2016-06-29T09:47:29Z,Decision making via semi-supervised machine learning techniques,Eftychios Protopapadakis,http://arxiv.org/pdf/1606.09022v1,No journal ref found,none,cs.LG,Summary24338,1606.09152v2,2016-06-29T15:22:13Z,Actor-critic versus direct policy search: a comparison based on sample complexity,"Arnaud de Froissard de Broissia, Olivier Sigaud",http://arxiv.org/pdf/1606.09152v2,No journal ref found,none,cs.LG,Summary24339,1607.00122v1,2016-07-01T06:50:17Z,Less-forgetting Learning in Deep Neural Networks,"Heechul Jung, Jeongwoo Ju, Minju Jung, Junmo Kim",http://arxiv.org/pdf/1607.00122v1,No journal ref found,none,cs.LG,Summary24340,1607.00466v1,2016-07-02T04:48:59Z,Outlier absorbing based on a Bayesian approach,"Parsa Bagherzadeh, Hadi Sadoghi Yazdi",http://arxiv.org/pdf/1607.00466v1,No journal ref found,none,cs.LG,Summary24341,1607.00847v8,2016-07-04T12:21:04Z,Confidence-Weighted Bipartite Ranking,"Majdi Khalid, Indrakshi Ray, Hamidreza Chitsaz",http://arxiv.org/pdf/1607.00847v8,No journal ref found,none,cs.LG,Summary24342,1607.01097v3,2016-07-05T02:51:33Z,AdaNet: Adaptive Structural Learning of Artificial Neural Networks,"Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang",http://arxiv.org/pdf/1607.01097v3,No journal ref found,none,cs.LG,Summary24343,1607.01582v1,2016-07-06T12:10:29Z,Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data,"Gerasimos Spanakis, Gerhard Weiss, Anne Roefs",http://arxiv.org/pdf/1607.01582v1,No journal ref found,none,cs.LG,Summary24344,1607.02177v2,2016-07-07T21:44:53Z,Applying Deep Learning to the Newsvendor Problem,"Afshin Oroojlooyjadid, Lawrence Snyder, Martin Takáč",http://arxiv.org/pdf/1607.02177v2,No journal ref found,none,cs.LG,Summary24345,1607.02535v1,2016-07-08T21:40:44Z,Learning from Multiway Data: Simple and Efficient Tensor Regression,"Rose Yu, Yan Liu",http://arxiv.org/pdf/1607.02535v1,No journal ref found,none,cs.LG,Summary24346,1607.02552v2,2016-07-08T23:42:22Z,Online Learning Schemes for Power Allocation in Energy Harvesting Communications,"Pranav Sakulkar, Bhaskar Krishnamachari",http://arxiv.org/pdf/1607.02552v2,No journal ref found,none,cs.LG,Summary24347,1607.02559v1,2016-07-09T02:29:53Z,Uncovering Locally Discriminative Structure for Feature Analysis,"Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao",http://arxiv.org/pdf/1607.02559v1,No journal ref found,none,cs.LG,Summary24348,1607.02705v1,2016-07-10T07:34:27Z,Dealing with Class Imbalance using Thresholding,"Charmgil Hong, Rumi Ghosh, Soundar Srinivasan",http://arxiv.org/pdf/1607.02705v1,No journal ref found,none,cs.LG,Summary24349,1607.02834v2,2016-07-11T06:45:46Z,Tight Lower Bounds for Multiplicative Weights Algorithmic Families,"Nick Gravin, Yuval Peres, Balasubramanian Sivan",http://arxiv.org/pdf/1607.02834v2,No journal ref found,none,cs.LG,Summary24350,1607.03182v1,2016-07-11T22:08:58Z,Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework,Linqi Song,http://arxiv.org/pdf/1607.03182v1,No journal ref found,none,cs.LG,Summary24351,1607.03594v2,2016-07-13T05:07:33Z,Estimating Uncertainty Online Against an Adversary,"Volodymyr Kuleshov, Stefano Ermon",http://arxiv.org/pdf/1607.03594v2,No journal ref found,none,cs.LG,Summary24352,1607.03626v1,2016-07-13T08:03:35Z,San Francisco Crime Classification,Yehya Abouelnaga,http://arxiv.org/pdf/1607.03626v1,No journal ref found,none,cs.LG,Summary24353,1607.03691v1,2016-07-13T12:10:08Z,Sequential Cost-Sensitive Feature Acquisition,"Gabriella Contardo, Ludovic Denoyer, Thierry Artières",http://arxiv.org/pdf/1607.03691v1,No journal ref found,none,cs.LG,Summary24354,1607.04805v1,2016-07-16T22:12:26Z,Inferring solutions of differential equations using noisy multi-fidelity data,"Maziar Raissi, Paris Perdikaris, George Em. Karniadakis",http://arxiv.org/pdf/1607.04805v1,No journal ref found,none,cs.LG,Summary24355,1607.04867v2,2016-07-17T13:14:56Z,Robust Automated Human Activity Recognition and its Application to Sleep Research,"Aarti Sathyanarayana, Ferda Ofli, Luis Fernandes-Luque, Jaideep Srivastava, Ahmed Elmagarmid, Teresa Arora, Shahrad Taheri",http://arxiv.org/pdf/1607.04867v2,No journal ref found,none,cs.LG,Summary24356,1607.05271v1,2016-07-18T14:46:05Z,A Semiparametric Model for Bayesian Reader Identification,"Ahmed Abdelwahab, Reinhold Kliegl, Niels Landwehr",http://arxiv.org/pdf/1607.05271v1,No journal ref found,none,cs.LG,Summary24357,1607.05749v1,2016-07-19T20:21:43Z,PRIIME: A Generic Framework for Interactive Personalized Interesting Pattern Discovery,"Mansurul Bhuiyan, Mohammad Al Hasan",http://arxiv.org/pdf/1607.05749v1,No journal ref found,none,cs.LG,Summary24358,1607.06123v2,2016-07-20T20:55:14Z,Predicting Branch Visits and Credit Card Up-selling using Temporal Banking Data,"Sandra Mitrović, Gaurav Singh",http://arxiv.org/pdf/1607.06123v2,No journal ref found,none,cs.LG,Summary24359,1607.06190v1,2016-07-21T04:57:16Z,An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates,"Christopher Roadknight, Durga Suryanarayanan, Uwe Aickelin, John Scholefield, Lindy Durrant",http://arxiv.org/pdf/1607.06190v1,No journal ref found,none,cs.LG,Summary24360,1607.06339v1,2016-07-21T14:28:51Z,Excisive Hierarchical Clustering Methods for Network Data,"Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra",http://arxiv.org/pdf/1607.06339v1,No journal ref found,none,cs.LG,Summary24361,1607.06525v1,2016-07-21T23:09:46Z,CGMOS: Certainty Guided Minority OverSampling,"Xi Zhang, Di Ma, Lin Gan, Shanshan Jiang, Gady Agam",http://arxiv.org/pdf/1607.06525v1,No journal ref found,none,cs.LG,Summary24362,1607.06657v4,2016-07-21T02:35:57Z,e-Distance Weighted Support Vector Regression,"Yan Wang, Ge Ou, Wei Pang, Lan Huang, George Macleod Coghill",http://arxiv.org/pdf/1607.06657v4,No journal ref found,none,cs.LG,Summary24363,1607.07034v1,2016-07-24T12:12:03Z,Impact of Physical Activity on Sleep:A Deep Learning Based Exploration,"Aarti Sathyanarayana, Shafiq Joty, Luis Fernandez-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed Elmagarmid, Shahrad Taheri, Teresa Arora",http://arxiv.org/pdf/1607.07034v1,No journal ref found,none,cs.LG,Summary24364,1607.07086v3,2016-07-24T20:05:07Z,An Actor-Critic Algorithm for Sequence Prediction,"Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, Yoshua Bengio",http://arxiv.org/pdf/1607.07086v3,No journal ref found,none,cs.LG,Summary24365,1607.07110v1,2016-07-24T23:23:32Z,Deep nets for local manifold learning,"Charles K. Chui, H. N. Mhaskar",http://arxiv.org/pdf/1607.07110v1,No journal ref found,none,cs.LG,Summary24366,1607.07186v1,2016-07-25T09:25:25Z,A Novel Mutual Information-based Feature Selection Algorithm,"Pietro Cassara, Alessandro Rozza",http://arxiv.org/pdf/1607.07186v1,No journal ref found,none,cs.LG,Summary24367,1607.07395v3,2016-07-25T18:28:18Z,Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling,"Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric Xing, Jieping Ye",http://arxiv.org/pdf/1607.07395v3,No journal ref found,none,cs.LG,Summary24368,1607.07526v2,2016-07-26T02:58:16Z,On the Consistency of Exact and Approximate Nearest Neighbor with Noisy Data,"Wei Gao, Xin-Yi Niu, Zhi-Hua Zhou",http://arxiv.org/pdf/1607.07526v2,No journal ref found,none,cs.LG,Summary24369,1607.07804v1,2016-07-03T16:34:24Z,Error-Resilient Machine Learning in Near Threshold Voltage via Classifier Ensemble,"Sai Zhang, Naresh Shanbhag",http://arxiv.org/pdf/1607.07804v1,No journal ref found,none,cs.LG,Summary24370,1607.08206v2,2016-07-27T18:20:01Z,Diagnostic Prediction Using Discomfort Drawings with IBTM,"Cheng Zhang, Hedvig Kjellstrom, Carl Henrik Ek, Bo C. Bertilson",http://arxiv.org/pdf/1607.08206v2,No journal ref found,none,cs.LG,Summary24371,1607.08400v1,2016-07-28T11:07:31Z,Randomised Algorithm for Feature Selection and Classification,"Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi",http://arxiv.org/pdf/1607.08400v1,No journal ref found,none,cs.LG,Summary24372,1608.00242v2,2016-07-31T16:58:03Z,Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring,"Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne",http://arxiv.org/pdf/1608.00242v2,No journal ref found,none,cs.LG,Summary24373,1608.00647v3,2016-08-02T00:09:22Z,Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests,"Narges Razavian, Jake Marcus, David Sontag",http://arxiv.org/pdf/1608.00647v3,No journal ref found,none,cs.LG,Summary24374,1608.00712v1,2016-08-02T06:55:44Z,Size-Consistent Statistics for Anomaly Detection in Dynamic Networks,"Timothy La Fond, Jennifer Neville, Brian Gallagher",http://arxiv.org/pdf/1608.00712v1,No journal ref found,none,cs.LG,Summary24375,1608.00842v1,2016-08-02T14:38:02Z,Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations,"Peter J. Schüffler, Judy Sarungbam, Hassan Muhammad, Ed Reznik, Satish K. Tickoo, Thomas J. Fuchs",http://arxiv.org/pdf/1608.00842v1,No journal ref found,none,cs.LG,Summary24376,1608.01072v1,2016-08-03T04:42:02Z,Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms,"Fateme Fahiman, Jame C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami",http://arxiv.org/pdf/1608.01072v1,No journal ref found,none,cs.LG,Summary24377,1608.01198v2,2016-08-03T14:19:00Z,Ensemble-driven support vector clustering: From ensemble learning to automatic parameter estimation,"Dong Huang, Chang-Dong Wang, Jian-Huang Lai, Yun Liang, Shan Bian, Yu Chen",http://arxiv.org/pdf/1608.01198v2,No journal ref found,none,cs.LG,Summary24378,1608.01874v1,2016-08-05T13:19:47Z,Forward Stagewise Additive Model for Collaborative Multiview Boosting,"Avisek Lahiri, Biswajit Paria, Prabir Kumar Biswas",http://arxiv.org/pdf/1608.01874v1,No journal ref found,none,cs.LG,Summary24379,1608.02010v1,2016-08-05T20:15:51Z,Communication-Efficient Parallel Block Minimization for Kernel Machines,"Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon",http://arxiv.org/pdf/1608.02010v1,No journal ref found,none,cs.LG,Summary24380,1608.02126v1,2016-08-06T16:30:47Z,How Much Did it Rain? Predicting Real Rainfall Totals Based on Radar Data,Adam Lesnikowski,http://arxiv.org/pdf/1608.02126v1,No journal ref found,none,cs.LG,Summary24381,1608.02301v1,2016-08-08T02:39:42Z,Uncovering Voice Misuse Using Symbolic Mismatch,"Marzyeh Ghassemi, Zeeshan Syed, Daryush D. Mehta, Jarrad H. Van Stan, Robert E. Hillman, John V. Guttag",http://arxiv.org/pdf/1608.02301v1,No journal ref found,none,cs.LG,Summary24382,1608.02484v1,2016-08-08T15:23:26Z,"Interpolated Discretized Embedding of Single Vectors and Vector Pairs for Classification, Metric Learning and Distance Approximation","Ofir Pele, Yakir Ben-Aliz",http://arxiv.org/pdf/1608.02484v1,No journal ref found,none,cs.LG,Summary24383,1608.02888v1,2016-08-06T12:48:40Z,Effective Data Mining Technique for Classification Cancers via Mutations in Gene using Neural Network,"Ayad Ghany Ismaeel, Dina Yousif Mikhail",http://arxiv.org/pdf/1608.02888v1,"(IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 7, No. 7, 2016. Pages 69-76",none,cs.LG,Summary24384,1608.03647v1,2016-08-12T07:24:57Z,Learning with Value-Ramp,"Tom J. Ameloot, Jan Van den Bussche",http://arxiv.org/pdf/1608.03647v1,No journal ref found,none,cs.LG,Summary24385,1608.03933v1,2016-08-13T03:24:11Z,Improved dynamic regret for non-degeneracy functions,"Lijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1608.03933v1,No journal ref found,none,cs.LG,Summary24386,1608.04077v3,2016-08-14T09:19:26Z,Generative Knowledge Transfer for Neural Language Models,"Sungho Shin, Kyuyeon Hwang, Wonyong Sung",http://arxiv.org/pdf/1608.04077v3,No journal ref found,none,cs.LG,Summary24387,1608.04929v1,2016-08-17T11:35:32Z,Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes,"K J Prabuchandran, Tejas Bodas, Theja Tulabandhula",http://arxiv.org/pdf/1608.04929v1,No journal ref found,none,cs.LG,Summary24388,1608.05277v3,2016-08-18T14:32:04Z,Caveats on Bayesian and hidden-Markov models (v2.8),Lambert Schomaker,http://arxiv.org/pdf/1608.05277v3,No journal ref found,none,cs.LG,Summary24389,1608.05343v1,2016-08-18T17:29:09Z,Decoupled Neural Interfaces using Synthetic Gradients,"Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu",http://arxiv.org/pdf/1608.05343v1,No journal ref found,none,cs.LG,Summary24390,1608.05639v1,2016-08-19T15:34:43Z,"Operator-Valued Bochner Theorem, Fourier Feature Maps for Operator-Valued Kernels, and Vector-Valued Learning",Ha Quang Minh,http://arxiv.org/pdf/1608.05639v1,No journal ref found,none,cs.LG,Summary24391,1608.06408v1,2016-08-23T07:40:08Z,Online Learning to Rank with Top-k Feedback,"Sougata Chaudhuri, Ambuj Tewari",http://arxiv.org/pdf/1608.06408v1,No journal ref found,none,cs.LG,Summary24392,1608.06581v1,2016-08-23T17:11:07Z,Fathom: Reference Workloads for Modern Deep Learning Methods,"Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David Brooks",http://arxiv.org/pdf/1608.06581v1,No journal ref found,none,cs.LG,Summary24393,1608.06608v1,2016-08-23T19:14:47Z,Infinite-Label Learning with Semantic Output Codes,"Yang Zhang, Rupam Acharyya, Ji Liu, Boqing Gong",http://arxiv.org/pdf/1608.06608v1,No journal ref found,none,cs.LG,Summary24394,1608.06807v3,2016-08-24T13:38:16Z,Efficient Training for Positive Unlabeled Learning,"Emanuele Sansone, Francesco G. B. De Natale, Zhi-Hua Zhou",http://arxiv.org/pdf/1608.06807v3,No journal ref found,none,cs.LG,Summary24395,1608.06984v3,2016-08-24T23:22:06Z,Learning an Optimization Algorithm through Human Design Iterations,"Thurston Sexton, Max Yi Ren",http://arxiv.org/pdf/1608.06984v3,No journal ref found,none,cs.LG,Summary24396,1608.07619v1,2016-08-26T22:17:56Z,Interacting with Massive Behavioral Data,Shih-Chieh Su,http://arxiv.org/pdf/1608.07619v1,No journal ref found,none,cs.LG,Summary24397,1608.07625v1,2016-08-26T23:07:43Z,Large Scale Behavioral Analytics via Topical Interaction,Shih-Chieh Su,http://arxiv.org/pdf/1608.07625v1,No journal ref found,none,cs.LG,Summary24398,1608.07719v2,2016-08-27T15:31:21Z,Temperature-Based Deep Boltzmann Machines,"Leandro Aparecido Passos Junior, Joao Paulo Papa",http://arxiv.org/pdf/1608.07719v2,No journal ref found,none,cs.LG,Summary24399,1609.00150v3,2016-09-01T09:00:19Z,Reward Augmented Maximum Likelihood for Neural Structured Prediction,"Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans",http://arxiv.org/pdf/1609.00150v3,No journal ref found,none,cs.LG,Summary24400,1609.00203v1,2016-09-01T12:06:20Z,Employing traditional machine learning algorithms for big data streams analysis: the case of object trajectory prediction,"Angelos Valsamis, Konstantinos Tserpes, Dimitrios Zissis, Dimosthenis Anagnostopoulos, Theodora Varvarigou",http://arxiv.org/pdf/1609.00203v1,No journal ref found,none,cs.LG,Summary24401,1609.00288v1,2016-09-01T15:49:43Z,A Unified View of Multi-Label Performance Measures,"Xi-Zhu Wu, Zhi-Hua Zhou",http://arxiv.org/pdf/1609.00288v1,No journal ref found,none,cs.LG,Summary24402,1609.00585v2,2016-09-02T13:20:06Z,Doubly stochastic large scale kernel learning with the empirical kernel map,"Nikolaas Steenbergen, Sebastian Schelter, Felix Bießmann",http://arxiv.org/pdf/1609.00585v2,No journal ref found,none,cs.LG,Summary24403,1609.01000v1,2016-09-04T23:57:43Z,Convexified Convolutional Neural Networks,"Yuchen Zhang, Percy Liang, Martin J. Wainwright",http://arxiv.org/pdf/1609.01000v1,No journal ref found,none,cs.LG,Summary24404,1609.01203v1,2016-09-05T15:58:11Z,"Live Orchestral Piano, a system for real-time orchestral music generation","Léopold Crestel, Philippe Esling",http://arxiv.org/pdf/1609.01203v1,No journal ref found,none,cs.LG,Summary24405,1609.01508v1,2016-09-06T12:01:30Z,Low-rank Bandits with Latent Mixtures,"Aditya Gopalan, Odalric-Ambrym Maillard, Mohammadi Zaki",http://arxiv.org/pdf/1609.01508v1,No journal ref found,none,cs.LG,Summary24406,1609.01704v5,2016-09-06T19:37:57Z,Hierarchical Multiscale Recurrent Neural Networks,"Junyoung Chung, Sungjin Ahn, Yoshua Bengio",http://arxiv.org/pdf/1609.01704v5,No journal ref found,none,cs.LG,Summary24407,1609.01977v1,2016-09-07T13:42:26Z,Doubly Stochastic Neighbor Embedding on Spheres,"Yao Lu, Zhirong Yang, Jukka Corander",http://arxiv.org/pdf/1609.01977v1,No journal ref found,none,cs.LG,Summary24408,1609.02383v1,2016-09-08T11:52:05Z,Improved Optimistic Mirror Descent for Sparsity and Curvature,Parameswaran Kamalaruban,http://arxiv.org/pdf/1609.02383v1,No journal ref found,none,cs.LG,Summary24409,1609.03054v1,2016-09-10T13:41:50Z,New Steps on the Exact Learning of CNF,"Montserrat Hermo, Ana Ozaki",http://arxiv.org/pdf/1609.03054v1,No journal ref found,none,cs.LG,Summary24410,1609.03321v2,2016-09-12T09:23:34Z,Stride Length Estimation with Deep Learning,"Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Bjoern M. Eskofier",http://arxiv.org/pdf/1609.03321v2,No journal ref found,none,cs.LG,Summary24411,1609.03323v3,2016-09-12T09:33:57Z,Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks,"Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Karl-Günter Gaßmann, Jochen Klucken, Bjoern M. Eskofier",http://arxiv.org/pdf/1609.03323v3,No journal ref found,none,cs.LG,Summary24412,1609.03426v4,2016-09-12T14:38:08Z,Multi-Label Learning with Provable Guarantee,Sayantan Dasgupta,http://arxiv.org/pdf/1609.03426v4,No journal ref found,none,cs.LG,Summary24413,1609.03448v1,2016-09-12T15:31:20Z,Learning Sparse Graphs Under Smoothness Prior,"Sundeep Prabhakar Chepuri, Sijia Liu, Geert Leus, Alfred O. Hero III",http://arxiv.org/pdf/1609.03448v1,No journal ref found,none,cs.LG,Summary24414,1609.03490v1,2016-09-12T17:16:24Z,Transfer String Kernel for Cross-Context DNA-Protein Binding Prediction,"Ritambhara Singh, Jack Lanchantin, Gabriel Robins, Yanjun Qi",http://arxiv.org/pdf/1609.03490v1,No journal ref found,none,cs.LG,Summary24415,1609.04212v2,2016-09-14T10:44:51Z,Formalizing Neuraths Ship: Approximate Algorithms for Online Causal Learning,"Neil R. Bramley, Peter Dayan, Thomas L. Griffiths, David A. Lagnado",http://arxiv.org/pdf/1609.04212v2,No journal ref found,none,cs.LG,Summary24416,1609.04495v1,2016-09-15T02:30:10Z,Tsallis Regularized Optimal Transport and Ecological Inference,"Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen",http://arxiv.org/pdf/1609.04495v1,No journal ref found,none,cs.LG,Summary24417,1609.04747v1,2016-09-15T17:32:34Z,An overview of gradient descent optimization algorithms,Sebastian Ruder,http://arxiv.org/pdf/1609.04747v1,No journal ref found,none,cs.LG,Summary24418,1609.05294v2,2016-09-17T08:17:36Z,Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis,"Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen",http://arxiv.org/pdf/1609.05294v2,No journal ref found,none,cs.LG,Summary24419,1609.05374v2,2016-09-17T18:38:46Z,Online Learning of Combinatorial Objects via Extended Formulation,"Holakou Rahmanian, S. V. N. Vishwanathan, David P. Helmbold",http://arxiv.org/pdf/1609.05374v2,No journal ref found,none,cs.LG,Summary24420,1609.05559v1,2016-09-18T22:06:36Z,Opponent Modeling in Deep Reinforcement Learning,"He He, Jordan Boyd-Graber, Kevin Kwok, Hal Daumé III",http://arxiv.org/pdf/1609.05559v1,No journal ref found,none,cs.LG,Summary24421,1609.06119v1,2016-09-20T11:50:52Z,FastBDT: A speed-optimized and cache-friendly implementation of stochastic gradient-boosted decision trees for multivariate classification,Thomas Keck,http://arxiv.org/pdf/1609.06119v1,No journal ref found,none,cs.LG,Summary24422,1609.06146v1,2016-09-18T01:08:20Z,mlr Tutorial,"Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff",http://arxiv.org/pdf/1609.06146v1,No journal ref found,none,cs.LG,Summary24423,1609.06570v1,2016-09-21T14:16:14Z,Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning,"Guillaume Lemaitre, Fernando Nogueira, Christos K. Aridas",http://arxiv.org/pdf/1609.06570v1,No journal ref found,none,cs.LG,Summary24424,1609.06693v3,2016-09-21T19:31:07Z,SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks,Armen Aghajanyan,http://arxiv.org/pdf/1609.06693v3,No journal ref found,none,cs.LG,Summary24425,1609.07132v1,2016-09-22T19:57:08Z,A Fully Convolutional Neural Network for Speech Enhancement,"Se Rim Park, Jinwon Lee",http://arxiv.org/pdf/1609.07132v1,No journal ref found,none,cs.LG,Summary24426,1609.07540v1,2016-09-24T00:03:49Z,Derivative Delay Embedding: Online Modeling of Streaming Time Series,"Zhifei Zhang, Yang Song, Wei Wang, Hairong Qi",http://arxiv.org/pdf/1609.07540v1,No journal ref found,none,cs.LG,Summary24427,1609.07672v1,2016-09-24T20:45:37Z,Information-Theoretic Methods for Planning and Learning in Partially Observable Markov Decision Processes,Roy Fox,http://arxiv.org/pdf/1609.07672v1,No journal ref found,none,cs.LG,Summary24428,1609.08151v2,2016-09-25T13:47:08Z,Nonnegative autoencoder with simplified random neural network,"Yonghua Yin, Erol Gelenbe",http://arxiv.org/pdf/1609.08151v2,No journal ref found,none,cs.LG,Summary24429,1609.08281v2,2016-09-27T06:59:11Z,An Efficient Method for Robust Projection Matrix Design,"Tao Hong, Zhihui Zhu",http://arxiv.org/pdf/1609.08281v2,No journal ref found,none,cs.LG,Summary24430,1609.08286v1,2016-09-27T07:10:16Z,Online Unsupervised Multi-view Feature Selection,"Weixiang Shao, Lifang He, Chun-Ta Lu, Xiaokai Wei, Philip S. Yu",http://arxiv.org/pdf/1609.08286v1,No journal ref found,none,cs.LG,Summary24431,1609.08435v1,2016-09-27T13:40:00Z,Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction,"Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu",http://arxiv.org/pdf/1609.08435v1,No journal ref found,none,cs.LG,Summary24432,1609.09106v4,2016-09-27T05:57:00Z,HyperNetworks,"David Ha, Andrew Dai, Quoc V. Le",http://arxiv.org/pdf/1609.09106v4,No journal ref found,none,cs.LG,Summary24433,1609.09162v1,2016-09-29T00:43:03Z,Universum Learning for Multiclass SVM,"Sauptik Dhar, Naveen Ramakrishnan, Vladimir Cherkassky, Mohak Shah",http://arxiv.org/pdf/1609.09162v1,No journal ref found,none,cs.LG,Summary24434,1609.09522v2,2016-09-29T20:43:21Z,Charged Point Normalization: An Efficient Solution to the Saddle Point Problem,Armen Aghajanyan,http://arxiv.org/pdf/1609.09522v2,No journal ref found,none,cs.LG,Summary24435,1610.00085v1,2016-10-01T04:26:48Z,Latent Tree Analysis,"Nevin L. Zhang, Leonard K. M. Poon",http://arxiv.org/pdf/1610.00085v1,No journal ref found,none,cs.LG,Summary24436,1610.00579v1,2016-09-30T01:58:12Z,Quantifying Urban Traffic Anomalies,"Zhengyi Zhou, Philipp Meerkamp, Chris Volinsky",http://arxiv.org/pdf/1610.00579v1,No journal ref found,none,cs.LG,Summary24437,1610.01178v1,2016-10-01T11:32:03Z,A Tour of TensorFlow,Peter Goldsborough,http://arxiv.org/pdf/1610.01178v1,No journal ref found,none,cs.LG,Summary24438,1610.01239v3,2016-10-05T00:46:03Z,Random Feature Nullification for Adversary Resistant Deep Architecture,"Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Xinyu Xing, C. Lee Giles, Xue Liu",http://arxiv.org/pdf/1610.01239v3,No journal ref found,none,cs.LG,Summary24439,1610.01934v5,2016-10-06T16:20:45Z,Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks,"Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong",http://arxiv.org/pdf/1610.01934v5,No journal ref found,none,cs.LG,Summary24440,1610.01986v1,2016-10-06T18:34:04Z,Active exploration in parameterized reinforcement learning,"Mehdi Khamassi, Costas Tzafestas",http://arxiv.org/pdf/1610.01986v1,No journal ref found,none,cs.LG,Summary24441,1610.02413v1,2016-10-07T20:16:29Z,Equality of Opportunity in Supervised Learning,"Moritz Hardt, Eric Price, Nathan Srebro",http://arxiv.org/pdf/1610.02413v1,No journal ref found,none,cs.LG,Summary24442,1610.02527v1,2016-10-08T13:25:15Z,Federated Optimization: Distributed Machine Learning for On-Device Intelligence,"Jakub Konečný, H. Brendan McMahan, Daniel Ramage, Peter Richtárik",http://arxiv.org/pdf/1610.02527v1,No journal ref found,none,cs.LG,Summary24443,1610.02583v1,2016-10-08T21:10:40Z,A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation,Gang Chen,http://arxiv.org/pdf/1610.02583v1,No journal ref found,none,cs.LG,Summary24444,1610.03090v1,2016-10-10T20:39:25Z,Dynamic Metric Learning from Pairwise Comparisons,"Kristjan Greenewald, Stephen Kelley, Alfred Hero III",http://arxiv.org/pdf/1610.03090v1,No journal ref found,none,cs.LG,Summary24445,1610.03454v3,2016-10-11T18:22:05Z,Deep Variational Canonical Correlation Analysis,"Weiran Wang, Xinchen Yan, Honglak Lee, Karen Livescu",http://arxiv.org/pdf/1610.03454v3,No journal ref found,none,cs.LG,Summary24446,1610.03577v1,2016-10-12T01:57:20Z,Minimax Filter: Learning to Preserve Privacy from Inference Attacks,Jihun Hamm,http://arxiv.org/pdf/1610.03577v1,No journal ref found,none,cs.LG,Summary24447,1610.03793v1,2016-10-12T17:18:01Z,"Introduction to the ""Industrial Benchmark""","Daniel Hein, Alexander Hentschel, Volkmar Sterzing, Michel Tokic, Steffen Udluft",http://arxiv.org/pdf/1610.03793v1,No journal ref found,none,cs.LG,Summary24448,1610.04668v1,2016-10-14T23:43:47Z,A Closed Form Solution to Multi-View Low-Rank Regression,"Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang",http://arxiv.org/pdf/1610.04668v1,No journal ref found,none,cs.LG,Summary24449,1610.04783v1,2016-10-15T20:37:52Z,Similarity Learning for Time Series Classification,"Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban",http://arxiv.org/pdf/1610.04783v1,No journal ref found,none,cs.LG,Summary24450,1610.04794v1,2016-10-15T22:51:06Z,Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering,"Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong",http://arxiv.org/pdf/1610.04794v1,No journal ref found,none,cs.LG,Summary24451,1610.04900v2,2016-10-16T18:59:59Z,Convergence rate of stochastic k-means,"Cheng Tang, Claire Monteleoni",http://arxiv.org/pdf/1610.04900v2,No journal ref found,none,cs.LG,Summary24452,1610.05394v1,2016-10-18T01:15:57Z,Sequential Learning without Feedback,"Manjesh Hanawal, Csaba Szepesvari, Venkatesh Saligrama",http://arxiv.org/pdf/1610.05394v1,No journal ref found,none,cs.LG,Summary24453,1610.05446v2,2016-10-18T06:11:23Z,Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis,"Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes",http://arxiv.org/pdf/1610.05446v2,No journal ref found,none,cs.LG,Summary24454,1610.05492v1,2016-10-18T09:11:51Z,Federated Learning: Strategies for Improving Communication Efficiency,"Jakub Konečný, H. Brendan McMahan, Felix X. Yu, Peter Richtárik, Ananda Theertha Suresh, Dave Bacon",http://arxiv.org/pdf/1610.05492v1,No journal ref found,none,cs.LG,Summary24455,1610.06209v3,2016-10-19T20:48:25Z,Structured adaptive and random spinners for fast machine learning computations,"Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cedric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tamas Sarlos, Jamal Atif",http://arxiv.org/pdf/1610.06209v3,No journal ref found,none,cs.LG,Summary24456,1610.06998v1,2016-10-22T05:19:44Z,Ranking of classification algorithms in terms of mean-standard deviation using A-TOPSIS,"Andre G. C. Pacheco, Renato A. Krohling",http://arxiv.org/pdf/1610.06998v1,No journal ref found,none,cs.LG,Summary24457,1610.07183v1,2016-10-23T15:13:46Z,How to be Fair and Diverse?,"L. Elisa Celis, Amit Deshpande, Tarun Kathuria, Nisheeth K. Vishnoi",http://arxiv.org/pdf/1610.07183v1,No journal ref found,none,cs.LG,Summary24458,1610.07563v1,2016-10-24T19:27:52Z,On Multiplicative Multitask Feature Learning,"Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun",http://arxiv.org/pdf/1610.07563v1,No journal ref found,none,cs.LG,Summary24459,1610.07667v2,2016-10-24T22:12:52Z,Predicting Counterfactuals from Large Historical Data and Small Randomized Trials,"Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov",http://arxiv.org/pdf/1610.07667v2,No journal ref found,none,cs.LG,Summary24460,1610.07686v1,2016-10-25T00:01:33Z,Co-Occuring Directions Sketching for Approximate Matrix Multiply,"Youssef Mroueh, Etienne Marcheret, Vaibhava Goel",http://arxiv.org/pdf/1610.07686v1,No journal ref found,none,cs.LG,Summary24461,1610.07717v2,2016-10-25T03:31:58Z,Distributed and parallel time series feature extraction for industrial big data applications,"Maximilian Christ, Andreas W. Kempa-Liehr, Michael Feindt",http://arxiv.org/pdf/1610.07717v2,No journal ref found,none,cs.LG,Summary24462,1610.08250v1,2016-10-26T09:34:39Z,An Improved Approach for Prediction of Parkinsons Disease using Machine Learning Techniques,"Kamal Nayan Reddy Challa, Venkata Sasank Pagolu, Ganapati Panda, Babita Majhi",http://arxiv.org/pdf/1610.08250v1,No journal ref found,none,cs.LG,Summary24463,1610.09027v1,2016-10-27T22:38:05Z,Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes,"Jack W Rae, Jonathan J Hunt, Tim Harley, Ivo Danihelka, Andrew Senior, Greg Wayne, Alex Graves, Timothy P Lillicrap",http://arxiv.org/pdf/1610.09027v1,No journal ref found,none,cs.LG,Summary24464,1610.09201v1,2016-10-25T20:19:35Z,A Conceptual Development of Quench Prediction App build on LSTM and ELQA framework,"Matej Mertik, Maciej Wielgosz, Andrzej Skoczeń",http://arxiv.org/pdf/1610.09201v1,No journal ref found,none,cs.LG,Summary24465,1610.09269v1,2016-10-28T15:30:21Z,Hierarchical Clustering via Spreading Metrics,"Aurko Roy, Sebastian Pokutta",http://arxiv.org/pdf/1610.09269v1,No journal ref found,none,cs.LG,Summary24466,1610.09369v1,2016-10-28T11:57:26Z,Discriminative Gaifman Models,Mathias Niepert,http://arxiv.org/pdf/1610.09369v1,No journal ref found,none,cs.LG,Summary24467,1610.09447v3,2016-10-29T03:39:16Z,Asynchronous Stochastic Block Coordinate Descent with Variance Reduction,"Bin Gu, Zhouyuan Huo, Heng Huang",http://arxiv.org/pdf/1610.09447v3,No journal ref found,none,cs.LG,Summary24468,1610.09491v1,2016-10-29T11:48:28Z,SDP Relaxation with Randomized Rounding for Energy Disaggregation,"Kiarash Shaloudegi, András György, Csaba Szepesvári, Wilsun Xu",http://arxiv.org/pdf/1610.09491v1,No journal ref found,none,cs.LG,Summary24469,1610.09513v1,2016-10-29T14:05:10Z,Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences,"Daniel Neil, Michael Pfeiffer, Shih-Chii Liu",http://arxiv.org/pdf/1610.09513v1,No journal ref found,none,cs.LG,Summary24470,1610.09555v1,2016-10-29T18:32:27Z,TensorLy: Tensor Learning in Python,"Jean Kossaifi, Yannis Panagakis, Maja Pantic",http://arxiv.org/pdf/1610.09555v1,No journal ref found,none,cs.LG,Summary24471,1610.09559v2,2016-10-29T18:46:11Z,Rawlsian Fairness for Machine Learning,"Matthew Joseph, Michael Kearns, Jamie Morgenstern, Seth Neel, Aaron Roth",http://arxiv.org/pdf/1610.09559v2,No journal ref found,none,cs.LG,Summary24472,1610.09650v2,2016-10-30T13:54:39Z,Deep Model Compression: Distilling Knowledge from Noisy Teachers,"Bharat Bhusan Sau, Vineeth N. Balasubramanian",http://arxiv.org/pdf/1610.09650v2,No journal ref found,none,cs.LG,Summary24473,1610.09716v1,2016-10-30T22:07:16Z,Doubly Convolutional Neural Networks,"Shuangfei Zhai, Yu Cheng, Weining Lu, Zhongfei Zhang",http://arxiv.org/pdf/1610.09716v1,No journal ref found,none,cs.LG,Summary24474,1610.09726v1,2016-10-30T23:07:49Z,The Multi-fidelity Multi-armed Bandit,"Kirthevasan Kandasamy, Gautam Dasarathy, Jeff Schneider, Barnabás Póczos",http://arxiv.org/pdf/1610.09726v1,No journal ref found,none,cs.LG,Summary24475,1610.09903v1,2016-10-31T12:57:25Z,Learning Runtime Parameters in Computer Systems with Delayed Experience Injection,"Michael Schaarschmidt, Felix Gessert, Valentin Dalibard, Eiko Yoneki",http://arxiv.org/pdf/1610.09903v1,No journal ref found,none,cs.LG,Summary24476,1611.00252v2,2016-10-30T21:09:27Z,Improving a Credit Scoring Model by Incorporating Bank Statement Derived Features,"Rory P. Bunker, Wenjun Zhang, M. Asif Naeem",http://arxiv.org/pdf/1611.00252v2,No journal ref found,none,cs.LG,Summary24477,1611.00301v1,2016-11-01T17:17:26Z,Recurrent Neural Radio Anomaly Detection,"Timothy J OShea, T. Charles Clancy, Robert W. McGwier",http://arxiv.org/pdf/1611.00301v1,No journal ref found,none,cs.LG,Summary24478,1611.00429v2,2016-11-02T00:16:18Z,Distributed Mean Estimation with Limited Communication,"Ananda Theertha Suresh, Felix X. Yu, H. Brendan McMahan, Sanjiv Kumar",http://arxiv.org/pdf/1611.00429v2,No journal ref found,none,cs.LG,Summary24479,1611.00481v2,2016-11-02T06:29:46Z,Online Multi-view Clustering with Incomplete Views,"Weixiang Shao, Lifang He, Chun-Ta Lu, Philip S. Yu",http://arxiv.org/pdf/1611.00481v2,No journal ref found,none,cs.LG,Summary24480,1611.00740v5,2016-11-02T19:35:52Z,Why and When Can Deep -- but Not Shallow -- Networks Avoid the Curse of Dimensionality: a Review,"Tomaso Poggio, Hrushikesh Mhaskar, Lorenzo Rosasco, Brando Miranda, Qianli Liao",http://arxiv.org/pdf/1611.00740v5,No journal ref found,none,cs.LG,Summary24481,1611.01224v1,2016-11-03T23:21:32Z,Sample Efficient Actor-Critic with Experience Replay,"Ziyu Wang, Victor Bapst, Nicolas Heess, Volodymyr Mnih, Remi Munos, Koray Kavukcuoglu, Nando de Freitas",http://arxiv.org/pdf/1611.01224v1,No journal ref found,none,cs.LG,Summary24482,1611.01276v1,2016-11-04T07:09:03Z,A Communication-Efficient Parallel Algorithm for Decision Tree,"Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu",http://arxiv.org/pdf/1611.01276v1,No journal ref found,none,cs.LG,Summary24483,1611.01449v1,2016-11-04T16:39:20Z,Semi-supervised deep learning by metric embedding,"Elad Hoffer, Nir Ailon",http://arxiv.org/pdf/1611.01449v1,No journal ref found,none,cs.LG,Summary24484,1611.01457v2,2016-11-04T17:20:22Z,Multi-task learning with deep model based reinforcement learning,Asier Mujika,http://arxiv.org/pdf/1611.01457v2,No journal ref found,none,cs.LG,Summary24485,1611.01505v2,2016-11-04T19:42:45Z,Improving Stochastic Gradient Descent with Feedback,"Jayanth Koushik, Hiroaki Hayashi",http://arxiv.org/pdf/1611.01505v2,No journal ref found,none,cs.LG,Summary24486,1611.01787v2,2016-11-06T14:35:38Z,Learning to superoptimize programs,"Rudy Bunel, Alban Desmaison, M. Pawan Kumar, Philip H. S. Torr, Pushmeet Kohli",http://arxiv.org/pdf/1611.01787v2,No journal ref found,none,cs.LG,Summary24487,1611.01799v1,2016-11-06T16:04:48Z,Generative Adversarial Networks as Variational Training of Energy Based Models,"Shuangfei Zhai, Yu Cheng, Rogerio Feris, Zhongfei Zhang",http://arxiv.org/pdf/1611.01799v1,No journal ref found,none,cs.LG,Summary24488,1611.01838v4,2016-11-06T20:22:49Z,Entropy-SGD: Biasing Gradient Descent Into Wide Valleys,"Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Yann LeCun, Carlo Baldassi, Christian Borgs, Jennifer Chayes, Levent Sagun, Riccardo Zecchina",http://arxiv.org/pdf/1611.01838v4,No journal ref found,none,cs.LG,Summary24489,1611.01875v1,2016-11-07T02:17:43Z,Challenges of Feature Selection for Big Data Analytics,"Jundong Li, Huan Liu",http://arxiv.org/pdf/1611.01875v1,No journal ref found,none,cs.LG,Summary24490,1611.01964v1,2016-11-07T10:10:43Z,Log-time and Log-space Extreme Classification,"Kalina Jasinska, Nikos Karampatziakis",http://arxiv.org/pdf/1611.01964v1,No journal ref found,none,cs.LG,Summary24491,1611.01989v1,2016-11-07T11:09:45Z,DeepCoder: Learning to Write Programs,"Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, Daniel Tarlow",http://arxiv.org/pdf/1611.01989v1,No journal ref found,none,cs.LG,Summary24492,1611.02019v1,2016-11-07T12:29:19Z,Multi-view Generative Adversarial Networks,"Mickaël Chen, Ludovic Denoyer",http://arxiv.org/pdf/1611.02019v1,No journal ref found,none,cs.LG,Summary24493,1611.02109v2,2016-11-07T15:25:53Z,Differentiable Programs with Neural Libraries,"Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow",http://arxiv.org/pdf/1611.02109v2,No journal ref found,none,cs.LG,Summary24494,1611.02167v2,2016-11-07T16:49:43Z,Designing Neural Network Architectures using Reinforcement Learning,"Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar",http://arxiv.org/pdf/1611.02167v2,No journal ref found,none,cs.LG,Summary24495,1611.02185v5,2016-11-07T17:41:20Z,Trusting SVM for Piecewise Linear CNNs,"Leonard Berrada, Andrew Zisserman, M. Pawan Kumar",http://arxiv.org/pdf/1611.02185v5,No journal ref found,none,cs.LG,Summary24496,1611.02189v1,2016-11-07T17:49:49Z,CoCoA: A General Framework for Communication-Efficient Distributed Optimization,"Virginia Smith, Simone Forte, Chenxin Ma, Martin Takac, Michael I. Jordan, Martin Jaggi",http://arxiv.org/pdf/1611.02189v1,No journal ref found,none,cs.LG,Summary24497,1611.02247v3,2016-11-07T20:09:16Z,Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic,"Shixiang Gu, Timothy Lillicrap, Zoubin Ghahramani, Richard E. Turner, Sergey Levine",http://arxiv.org/pdf/1611.02247v3,No journal ref found,none,cs.LG,Summary24498,1611.02568v3,2016-11-08T15:50:27Z,PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding,"Minjeong Kim, Minsuk Choi, Sunwoong Lee, Jian Tang, Haesun Park, Jaegul Choo",http://arxiv.org/pdf/1611.02568v3,No journal ref found,none,cs.LG,Summary24499,1611.02770v3,2016-11-08T23:25:00Z,Delving into Transferable Adversarial Examples and Black-box Attacks,"Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song",http://arxiv.org/pdf/1611.02770v3,No journal ref found,none,cs.LG,Summary24500,1611.02830v1,2016-11-09T06:21:27Z,Online Learning for Wireless Distributed Computing,"Yi-Hsuan Kao, Kwame Wright, Bhaskar Krishnamachari, Fan Bai",http://arxiv.org/pdf/1611.02830v1,No journal ref found,none,cs.LG,Summary24501,1611.03071v3,2016-11-09T20:19:45Z,Fairness in Reinforcement Learning,"Shahin Jabbari, Matthew Joseph, Michael Kearns, Jamie Morgenstern, Aaron Roth",http://arxiv.org/pdf/1611.03071v3,No journal ref found,none,cs.LG,Summary24502,1611.03125v1,2016-11-09T22:40:15Z,A Modular Theory of Feature Learning,"Daniel McNamara, Cheng Soon Ong, Robert C. Williamson",http://arxiv.org/pdf/1611.03125v1,No journal ref found,none,cs.LG,Summary24503,1611.03158v1,2016-11-10T01:48:39Z,Using Neural Networks for Fast Reachable Set Computations,"Frank Jiang, Glen Chou, Mo Chen, Claire J. Tomlin",http://arxiv.org/pdf/1611.03158v1,No journal ref found,none,cs.LG,Summary24504,1611.03214v1,2016-11-10T08:07:46Z,Ultimate tensorization: compressing convolutional and FC layers alike,"Timur Garipov, Dmitry Podoprikhin, Alexander Novikov, Dmitry Vetrov",http://arxiv.org/pdf/1611.03214v1,No journal ref found,none,cs.LG,Summary24505,1611.03530v2,2016-11-10T22:02:36Z,Understanding deep learning requires rethinking generalization,"Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals",http://arxiv.org/pdf/1611.03530v2,No journal ref found,none,cs.LG,Summary24506,1611.03608v1,2016-11-11T08:23:30Z,Greedy Step Averaging: A parameter-free stochastic optimization method,"Xiatian Zhang, Fan Yao, Yongjun Tian",http://arxiv.org/pdf/1611.03608v1,No journal ref found,none,cs.LG,Summary24507,1611.03894v1,2016-11-11T22:01:41Z,Unsupervised Learning For Effective User Engagement on Social Media,"Thai Pham, Camelia Simoiu",http://arxiv.org/pdf/1611.03894v1,No journal ref found,none,cs.LG,Summary24508,1611.03934v1,2016-11-12T01:53:54Z,Personalized Donor-Recipient Matching for Organ Transplantation,"Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar",http://arxiv.org/pdf/1611.03934v1,No journal ref found,none,cs.LG,Summary24509,1611.04049v1,2016-11-12T22:08:15Z,Prognostics of Surgical Site Infections using Dynamic Health Data,"Chuyang Ke, Yan Jin, Heather Evans, Bill Lober, Xiaoning Qian, Ji Liu, Shuai Huang",http://arxiv.org/pdf/1611.04049v1,No journal ref found,none,cs.LG,Summary24510,1611.04088v1,2016-11-13T05:52:58Z,Batched Gaussian Process Bandit Optimization via Determinantal Point Processes,"Tarun Kathuria, Amit Deshpande, Pushmeet Kohli",http://arxiv.org/pdf/1611.04088v1,No journal ref found,none,cs.LG,Summary24511,1611.04228v1,2016-11-14T02:28:13Z,"Learning Sparse, Distributed Representations using the Hebbian Principle","Aseem Wadhwa, Upamanyu Madhow",http://arxiv.org/pdf/1611.04228v1,No journal ref found,none,cs.LG,Summary24512,1611.04273v1,2016-11-14T07:36:22Z,On the Quantitative Analysis of Decoder-Based Generative Models,"Yuhuai Wu, Yuri Burda, Ruslan Salakhutdinov, Roger Grosse",http://arxiv.org/pdf/1611.04273v1,No journal ref found,none,cs.LG,Summary24513,1611.04578v1,2016-11-14T20:55:33Z,Earliness-Aware Deep Convolutional Networks for Early Time Series Classification,"Wenlin Wang, Changyou Chen, Wenqi Wang, Piyush Rai, Lawrence Carin",http://arxiv.org/pdf/1611.04578v1,No journal ref found,none,cs.LG,Summary24514,1611.04581v1,2016-11-14T20:59:54Z,How to scale distributed deep learning?,"Peter H. Jin, Qiaochu Yuan, Forrest Iandola, Kurt Keutzer",http://arxiv.org/pdf/1611.04581v1,No journal ref found,none,cs.LG,Summary24515,1611.04686v1,2016-11-15T03:15:46Z,Robust Matrix Regression,"Hang Zhang, Fengyuan Zhu, Shixin Li",http://arxiv.org/pdf/1611.04686v1,No journal ref found,none,cs.LG,Summary24516,1611.04924v1,2016-11-15T16:36:29Z,Robust Semi-Supervised Graph Classifier Learning with Negative Edge Weights,"Gene Cheung, Weng-Tai Su, Yu Mao, Chia-Wen Lin",http://arxiv.org/pdf/1611.04924v1,No journal ref found,none,cs.LG,Summary24517,1611.05013v1,2016-11-15T20:16:27Z,PixelVAE: A Latent Variable Model for Natural Images,"Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taiga, Francesco Visin, David Vazquez, Aaron Courville",http://arxiv.org/pdf/1611.05013v1,No journal ref found,none,cs.LG,Summary24518,1611.05132v1,2016-11-16T03:28:08Z,Convergence rate of stochastic k-means,"Cheng Tang, Claire Monteleoni",http://arxiv.org/pdf/1611.05132v1,No journal ref found,none,cs.LG,Summary24519,1611.05193v2,2016-11-16T09:25:17Z,Bayesian optimization of hyper-parameters in reservoir computing,"Jan Yperman, Thijs Becker",http://arxiv.org/pdf/1611.05193v2,No journal ref found,none,cs.LG,Summary24520,1611.05340v2,2016-11-16T16:01:48Z,Approximating Wisdom of Crowds using K-RBMs,Abhay Gupta,http://arxiv.org/pdf/1611.05340v2,No journal ref found,none,cs.LG,Summary24521,1611.05521v1,2016-11-17T01:21:26Z,Robust Hashing for Multi-View Data: Jointly Learning Low-Rank Kernelized Similarity Consensus and Hash Functions,"Lin Wu, Yang Wang",http://arxiv.org/pdf/1611.05521v1,No journal ref found,none,cs.LG,Summary24522,1611.05743v1,2016-11-16T05:33:04Z,Relational Multi-Manifold Co-Clustering,"Ping Li, Jiajun Bu, Chun Chen, Zhanying He, Deng Cai",http://arxiv.org/pdf/1611.05743v1,"IEEE Transactions on Cybernetics, 43(6): 1871-1881, 2013",none,cs.LG,Summary24523,1611.05955v1,2016-11-18T02:33:10Z,A Characterization of Prediction Errors,Christopher Meek,http://arxiv.org/pdf/1611.05955v1,No journal ref found,none,cs.LG,Summary24524,1611.06256v3,2016-11-18T21:34:47Z,Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU,"Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz",http://arxiv.org/pdf/1611.06256v3,No journal ref found,none,cs.LG,Summary24525,1611.06306v1,2016-11-19T05:24:48Z,Cross-model convolutional neural network for multiple modality data representation,"Yanbin Wu, Li Wang, Fan Cui, Hongbin Zhai, Baoming Dong, Jim Jing-Yan Wang",http://arxiv.org/pdf/1611.06306v1,No journal ref found,none,cs.LG,Summary24526,1611.06530v1,2016-11-20T15:39:43Z,Prototypical Recurrent Unit,"Dingkun Long, Richong Zhang, Yongyi Mao",http://arxiv.org/pdf/1611.06530v1,No journal ref found,none,cs.LG,Summary24527,1611.07438v1,2016-11-22T17:55:28Z,Achieving non-discrimination in data release,"Lu Zhang, Yongkai Wu, Xintao Wu",http://arxiv.org/pdf/1611.07438v1,No journal ref found,none,cs.LG,Summary24528,1611.07476v1,2016-11-22T19:24:49Z,Singularity of the Hessian in Deep Learning,"Levent Sagun, Leon Bottou, Yann LeCun",http://arxiv.org/pdf/1611.07476v1,No journal ref found,none,cs.LG,Summary24529,1611.07509v1,2016-11-22T20:50:47Z,A causal framework for discovering and removing direct and indirect discrimination,"Lu Zhang, Yongkai Wu, Xintao Wu",http://arxiv.org/pdf/1611.07509v1,No journal ref found,none,cs.LG,Summary24530,1611.07659v2,2016-11-23T06:48:25Z,Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding,"Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang",http://arxiv.org/pdf/1611.07659v2,No journal ref found,none,cs.LG,Summary24531,1611.07917v1,2016-11-15T03:57:42Z,Deep Restricted Boltzmann Networks,"Hengyuan Hu, Lisheng Gao, Quanbin Ma",http://arxiv.org/pdf/1611.07917v1,No journal ref found,none,cs.LG,Summary24532,1611.08230v1,2016-11-24T15:57:09Z,Learning Fast Sparsifying Transforms,"Cristian Rusu, John Thompson",http://arxiv.org/pdf/1611.08230v1,No journal ref found,none,cs.LG,Summary24533,1611.08309v1,2016-11-24T21:08:41Z,On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems,"Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann",http://arxiv.org/pdf/1611.08309v1,No journal ref found,none,cs.LG,Summary24534,1611.09333v1,2016-11-28T20:38:52Z,Dictionary Learning with Equiprobable Matching Pursuit,"Fredrik Sandin, Sergio Martin-del-Campo",http://arxiv.org/pdf/1611.09333v1,No journal ref found,none,cs.LG,Summary24535,1611.09345v1,2016-11-28T20:59:18Z,Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives,"Yongxin Yang, Timothy M. Hospedales",http://arxiv.org/pdf/1611.09345v1,No journal ref found,none,cs.LG,Summary24536,1611.09461v1,2016-11-29T02:41:28Z,Cost-Sensitive Random Pair Encoding for Multi-Label Classification,"Yao-Yuan Yang, Chih-Wei Chang, Hsuan-Tien Lin",http://arxiv.org/pdf/1611.09461v1,No journal ref found,none,cs.LG,Summary24537,1612.00188v4,2016-12-01T09:55:10Z,Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections,"Zakaria Mhammedi, Andrew Hellicar, Ashfaqur Rahman, James Bailey",http://arxiv.org/pdf/1612.00188v4,No journal ref found,none,cs.LG,Summary24538,1612.00334v9,2016-12-01T16:20:39Z,A Theoretical Framework for Robustness of (Deep) Classifiers against Adversarial Examples,"Beilun Wang, Ji Gao, Yanjun Qi",http://arxiv.org/pdf/1612.00334v9,No journal ref found,none,cs.LG,Summary24539,1612.00554v1,2016-12-02T03:34:44Z,Higher Order Mutual Information Approximation for Feature Selection,"Jilin Wu, Soumyajit Gupta, Chandrajit Bajaj",http://arxiv.org/pdf/1612.00554v1,No journal ref found,none,cs.LG,Summary24540,1612.00611v1,2016-12-02T10:03:09Z,Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding,"Yinchong Yang, Peter A. Fasching, Markus Wallwiener, Tanja N. Fehm, Sara Y. Brucker, Volker Tresp",http://arxiv.org/pdf/1612.00611v1,No journal ref found,none,cs.LG,Summary24541,1612.00637v1,2016-12-02T11:27:44Z,A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy,"Nurjahan Begum, Liudmila Ulanova, Hoang Anh Dau, Jun Wang, Eamonn Keogh",http://arxiv.org/pdf/1612.00637v1,No journal ref found,none,cs.LG,Summary24542,1612.00827v1,2016-12-02T20:31:44Z,Learning Operations on a Stack with Neural Turing Machines,"Tristan Deleu, Joseph Dureau",http://arxiv.org/pdf/1612.00827v1,No journal ref found,none,cs.LG,Summary24543,1612.00882v1,2016-12-02T22:38:37Z,Success Probability of Exploration: a Concrete Analysis of Learning Efficiency,"Liangpeng Zhang, Ke Tang, Xin Yao",http://arxiv.org/pdf/1612.00882v1,No journal ref found,none,cs.LG,Summary24544,1612.01064v3,2016-12-04T05:00:22Z,Trained Ternary Quantization,"Chenzhuo Zhu, Song Han, Huizi Mao, William J. Dally",http://arxiv.org/pdf/1612.01064v3,No journal ref found,none,cs.LG,Summary24545,1612.01094v1,2016-12-04T10:39:49Z,Learning to superoptimize programs - Workshop Version,"Rudy Bunel, Alban Desmaison, M. Pawan Kumar, Philip H. S. Torr, Pushmeet Kohli",http://arxiv.org/pdf/1612.01094v1,No journal ref found,none,cs.LG,Summary24546,1612.01277v4,2016-12-05T08:47:01Z,Cryptocurrency Portfolio Management with Deep Reinforcement Learning,"Zhengyao Jiang, Jinjun Liang",http://arxiv.org/pdf/1612.01277v4,No journal ref found,none,cs.LG,Summary24547,1612.01356v1,2016-12-05T14:11:20Z,Diagnostic Prediction Using Discomfort Drawings,"Cheng Zhang, Hedvig Kjellstrom, Bo C. Bertilson",http://arxiv.org/pdf/1612.01356v1,No journal ref found,none,cs.LG,Summary24548,1612.01367v1,2016-12-05T14:21:33Z,A Nearly Optimal Contextual Bandit Algorithm,"Mohammadreza Mohaghegh Neyshabouri, Kaan Gokcesu, Selami Ciftci, Suleyman S. Kozat",http://arxiv.org/pdf/1612.01367v1,No journal ref found,none,cs.LG,Summary24549,1612.01397v1,2016-12-05T15:37:27Z,Implicit Modeling -- A Generalization of Discriminative and Generative Approaches,"Dmitrij Schlesinger, Carsten Rother",http://arxiv.org/pdf/1612.01397v1,No journal ref found,none,cs.LG,Summary24550,1612.01401v1,2016-12-05T15:46:21Z,Learning Adversary-Resistant Deep Neural Networks,"Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu",http://arxiv.org/pdf/1612.01401v1,No journal ref found,none,cs.LG,Summary24551,1612.01425v1,2016-12-05T16:40:00Z,Zeroth-order Asynchronous Doubly Stochastic Algorithm with Variance Reduction,"Bin Gu, Zhouyuan Huo, Heng Huang",http://arxiv.org/pdf/1612.01425v1,No journal ref found,none,cs.LG,Summary24552,1612.01663v1,2016-12-06T04:58:45Z,Efficient Non-oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee,"Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang",http://arxiv.org/pdf/1612.01663v1,No journal ref found,none,cs.LG,Summary24553,1612.01812v1,2016-12-02T04:21:55Z,Control Matching via Discharge Code Sequences,"Dang Nguyen, Wei Luo, Dinh Phung, Svetha Venkatesh",http://arxiv.org/pdf/1612.01812v1,No journal ref found,none,cs.LG,Summary24554,1612.01859v1,2016-12-06T15:28:22Z,Combinatorial semi-bandit with known covariance,"Rémy Degenne, Vianney Perchet",http://arxiv.org/pdf/1612.01859v1,No journal ref found,none,cs.LG,Summary24555,1612.02605v1,2016-12-08T11:47:01Z,Towards Information-Seeking Agents,"Philip Bachman, Alessandro Sordoni, Adam Trischler",http://arxiv.org/pdf/1612.02605v1,No journal ref found,none,cs.LG,Summary24556,1612.03902v5,2016-12-12T20:58:37Z,Design of General-Purpose Artificial Pattern Recognition Machines,Denise M. Reeves,http://arxiv.org/pdf/1612.03902v5,No journal ref found,none,cs.LG,Summary24557,1612.04010v3,2016-12-13T03:27:11Z,An empirical analysis of the optimization of deep network loss surfaces,"Daniel Jiwoong Im, Michael Tao, Kristin Branson",http://arxiv.org/pdf/1612.04010v3,No journal ref found,none,cs.LG,Summary24558,1612.04035v1,2016-12-13T05:40:20Z,DizzyRNN: Reparameterizing Recurrent Neural Networks for Norm-Preserving Backpropagation,"Victor Dorobantu, Per Andre Stromhaug, Jess Renteria",http://arxiv.org/pdf/1612.04035v1,No journal ref found,none,cs.LG,Summary24559,1612.04739v1,2016-12-08T11:17:16Z,"An Architecture for Deep, Hierarchical Generative Models",Philip Bachman,http://arxiv.org/pdf/1612.04739v1,No journal ref found,none,cs.LG,Summary24560,1612.04858v1,2016-12-14T22:04:33Z,Bayesian Optimization for Machine Learning : A Practical Guidebook,"Ian Dewancker, Michael McCourt, Scott Clark",http://arxiv.org/pdf/1612.04858v1,No journal ref found,none,cs.LG,Summary24561,1612.05627v1,2016-12-13T00:54:03Z,"Models, networks and algorithmic complexity",Giulio Ruffini,http://arxiv.org/pdf/1612.05627v1,No journal ref found,none,cs.LG,Summary24562,1612.05794v1,2016-12-17T17:01:08Z,A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study,"Zeeshan Khawar Malik, Zain U. Hussain, Ziad Kobti, Charlie W. Lees, Newton Howard, Amir Hussain",http://arxiv.org/pdf/1612.05794v1,No journal ref found,none,cs.LG,Summary24563,1612.06052v1,2016-12-19T05:54:18Z,Training Ternary Neural Networks with Exact Proximal Operator,"Penghang Yin, Shuai Zhang, Jack Xin, Yingyong Qi",http://arxiv.org/pdf/1612.06052v1,No journal ref found,none,cs.LG,Summary24564,1612.06623v1,2016-12-20T12:15:17Z,Supervised Learning for Optimal Power Flow as a Real-Time Proxy,"Raphael Canyasse, Gal Dalal, Shie Mannor",http://arxiv.org/pdf/1612.06623v1,No journal ref found,none,cs.LG,Summary24565,1612.06856v2,2016-12-20T19:33:35Z,Temporal Feature Selection on Networked Time Series,"Haishuai Wang, Jia Wu, Peng Zhang, Chengqi Zhang",http://arxiv.org/pdf/1612.06856v2,No journal ref found,none,cs.LG,Summary24566,1612.07141v1,2016-12-21T14:33:32Z,Robust Classification of Graph-Based Data,"Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens",http://arxiv.org/pdf/1612.07141v1,No journal ref found,none,cs.LG,Summary24567,1612.07146v1,2016-12-21T14:35:26Z,Collaborative Filtering with User-Item Co-Autoregressive Models,"Chao Du, Chongxuan Li, Yin Zheng, Jun Zhu, Cailiang Liu, Hanning Zhou, Bo Zhang",http://arxiv.org/pdf/1612.07146v1,No journal ref found,none,cs.LG,Summary24568,1612.07307v1,2016-12-21T20:29:26Z,Loss is its own Reward: Self-Supervision for Reinforcement Learning,"Evan Shelhamer, Parsa Mahmoudieh, Max Argus, Trevor Darrell",http://arxiv.org/pdf/1612.07307v1,No journal ref found,none,cs.LG,Summary24569,1612.07562v4,2016-12-22T12:05:29Z,A note on the function approximation error bound for risk-sensitive reinforcement learning,"Prasenjit Karmakar, Shalabh Bhatnagar",http://arxiv.org/pdf/1612.07562v4,No journal ref found,none,cs.LG,Summary24570,1612.08669v1,2016-12-27T16:25:28Z,A Hybrid Both Filter and Wrapper Feature Selection Method for Microarray Classification,"Li-Yeh Chuang, Chao-Hsuan Ke, Cheng-Hong Yang",http://arxiv.org/pdf/1612.08669v1,IMECS2008_pp146-150,none,cs.LG,Summary24571,1612.08789v1,2016-12-28T02:31:22Z,Automatic composition and optimisation of multicomponent predictive systems,"Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys",http://arxiv.org/pdf/1612.08789v1,No journal ref found,none,cs.LG,Summary24572,1612.09057v1,2016-12-29T07:26:26Z,Deep Learning and Hierarchal Generative Models,Elchanan Mossel,http://arxiv.org/pdf/1612.09057v1,No journal ref found,none,cs.LG,Summary24573,1612.09122v1,2016-12-29T12:29:20Z,Modeling documents with Generative Adversarial Networks,John Glover,http://arxiv.org/pdf/1612.09122v1,No journal ref found,none,cs.LG,Summary24574,1612.09147v2,2016-12-29T14:02:31Z,Linear Learning with Sparse Data,Ofer Dekel,http://arxiv.org/pdf/1612.09147v2,No journal ref found,none,cs.LG,Summary24575,1612.09438v2,2016-12-30T09:57:27Z,Automatic Discoveries of Physical and Semantic Concepts via Association Priors of Neuron Groups,"Shuai Li, Kui Jia, Xiaogang Wang",http://arxiv.org/pdf/1612.09438v2,No journal ref found,none,cs.LG,Summary24576,1612.09529v1,2016-12-29T05:55:34Z,Linking the Neural Machine Translation and the Prediction of Organic Chemistry Reactions,"Juno Nam, Jurae Kim",http://arxiv.org/pdf/1612.09529v1,No journal ref found,none,cs.LG,Summary24577,1701.00160v3,2016-12-31T19:17:17Z,NIPS 2016 Tutorial: Generative Adversarial Networks,Ian Goodfellow,http://arxiv.org/pdf/1701.00160v3,No journal ref found,none,cs.LG,Summary24578,1701.00597v1,2017-01-03T07:07:14Z,Deep Convolutional Neural Networks for Pairwise Causality,"Karamjit Singh, Garima Gupta, Lovekesh Vig, Gautam Shroff, Puneet Agarwal",http://arxiv.org/pdf/1701.00597v1,No journal ref found,none,cs.LG,Summary24579,1701.00705v1,2016-12-29T20:40:42Z,Using Big Data to Enhance the Bosch Production Line Performance: A Kaggle Challenge,"Ankita Mangal, Nishant Kumar",http://arxiv.org/pdf/1701.00705v1,No journal ref found,none,cs.LG,Summary24580,1701.00831v1,2017-01-03T20:54:52Z,Collapsing of dimensionality,"Marco Gori, Marco Maggini, Alessandro Rossi",http://arxiv.org/pdf/1701.00831v1,No journal ref found,none,cs.LG,Summary24581,1701.01000v1,2017-01-04T13:26:57Z,Joint Optimization Projection Matrix and Sparsifying Dictionary via Stochastic Method,Tao Hong,http://arxiv.org/pdf/1701.01000v1,No journal ref found,none,cs.LG,Summary24582,1701.01358v1,2017-01-05T15:40:44Z,NeuroRule: A Connectionist Approach to Data Mining,"Hongjun Lu, Rudy Setiono, Huan Liu",http://arxiv.org/pdf/1701.01358v1,No journal ref found,none,cs.LG,Summary24583,1701.01887v1,2017-01-07T21:44:04Z,Deep Learning for Time-Series Analysis,John Cristian Borges Gamboa,http://arxiv.org/pdf/1701.01887v1,No journal ref found,none,cs.LG,Summary24584,1701.02026v1,2017-01-08T22:25:04Z,Large-Scale Network Motif Learning with Compression,"Peter Bloem, Steven de Rooij",http://arxiv.org/pdf/1701.02026v1,No journal ref found,none,cs.LG,Summary24585,1701.02377v1,2017-01-09T22:29:08Z,The principle of cognitive action - Preliminary experimental analysis,"Marco Gori, Marco Maggini, Alessandro Rossi",http://arxiv.org/pdf/1701.02377v1,No journal ref found,none,cs.LG,Summary24586,1701.02886v1,2017-01-11T08:36:54Z,The empirical Christoffel function in Statistics and Machine Learning,"Jean-Bernard Lasserre, Edouard Pauwels",http://arxiv.org/pdf/1701.02886v1,No journal ref found,none,cs.LG,Summary24587,1701.03633v1,2017-01-13T11:31:35Z,A dissimilarity-based approach to predictive maintenance with application to HVAC systems,"Riccardo Satta, Stefano Cavallari, Eraldo Pomponi, Daniele Grasselli, Davide Picheo, Carlo Annis",http://arxiv.org/pdf/1701.03633v1,No journal ref found,none,cs.LG,Summary24588,1701.03641v1,2017-01-13T12:23:10Z,Symbolic Regression Algorithms with Built-in Linear Regression,"Jan Žegklitz, Petr Pošík",http://arxiv.org/pdf/1701.03641v1,No journal ref found,none,cs.LG,Summary24589,1701.03647v1,2017-01-13T12:43:58Z,Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints,"Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li",http://arxiv.org/pdf/1701.03647v1,No journal ref found,none,cs.LG,Summary24590,1701.03940v1,2017-01-14T16:15:44Z,Scalable and Incremental Learning of Gaussian Mixture Models,"Rafael Pinto, Paulo Engel",http://arxiv.org/pdf/1701.03940v1,No journal ref found,none,cs.LG,Summary24591,1701.04077v3,2017-01-15T17:06:08Z,Breeding electric zebras in the fields of Medicine,Federico Cabitza,http://arxiv.org/pdf/1701.04077v3,No journal ref found,none,cs.LG,Summary24592,1701.04099v3,2017-01-15T19:13:22Z,Field-aware Factorization Machines in a Real-world Online Advertising System,"Yuchin Juan, Damien Lefortier, Olivier Chapelle",http://arxiv.org/pdf/1701.04099v3,No journal ref found,none,cs.LG,Summary24593,1701.04271v2,2017-01-16T12:55:23Z,Fast Rates for Empirical Risk Minimization of Strict Saddle Problems,"Alon Gonen, Shai Shalev-Shwartz",http://arxiv.org/pdf/1701.04271v2,No journal ref found,none,cs.LG,Summary24594,1701.04508v1,2017-01-17T01:40:07Z,Online Learning with Regularized Kernel for One-class Classification,"Chandan Gautam, Aruna Tiwari, Sundaram Suresh, Kapil Ahuja",http://arxiv.org/pdf/1701.04508v1,No journal ref found,none,cs.LG,Summary24595,1701.04722v1,2017-01-17T15:18:31Z,Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks,"Lars Mescheder, Sebastian Nowozin, Andreas Geiger",http://arxiv.org/pdf/1701.04722v1,No journal ref found,none,cs.LG,Summary24596,1701.05053v1,2017-01-18T13:23:21Z,Highly Efficient Hierarchical Online Nonlinear Regression Using Second Order Methods,"Burak C. Civek, Ibrahim Delibalta, Suleyman S. Kozat",http://arxiv.org/pdf/1701.05053v1,No journal ref found,none,cs.LG,Summary24597,1701.06551v1,2016-11-21T18:13:42Z,On the Parametric Study of Lubricating Oil Production using an Artificial Neural Network (ANN) Approach,"Masood Tehrani, Mary Ahmadi",http://arxiv.org/pdf/1701.06551v1,No journal ref found,none,cs.LG,Summary24598,1701.06725v1,2017-01-24T04:12:25Z,A Contextual Bandit Approach for Stream-Based Active Learning,"Linqi Song, Jie Xu",http://arxiv.org/pdf/1701.06725v1,No journal ref found,none,cs.LG,Summary24599,1701.06796v2,2017-01-24T10:29:31Z,Discriminative Neural Topic Models,"Gaurav Pandey, Ambedkar Dukkipati",http://arxiv.org/pdf/1701.06796v2,No journal ref found,none,cs.LG,Summary24600,1701.07114v1,2017-01-24T23:57:32Z,On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers,"Nayyar A. Zaidi, Yang Du, Geoffrey I. Webb",http://arxiv.org/pdf/1701.07114v1,No journal ref found,none,cs.LG,Summary24601,1701.07148v1,2017-01-25T02:58:06Z,CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression,"Marcella Astrid, Seung-Ik Lee",http://arxiv.org/pdf/1701.07148v1,No journal ref found,none,cs.LG,Summary24602,1701.07274v2,2017-01-25T11:52:11Z,Deep Reinforcement Learning: An Overview,Yuxi Li,http://arxiv.org/pdf/1701.07274v2,No journal ref found,none,cs.LG,Summary24603,1701.07570v2,2017-01-26T03:54:21Z,Strongly Adaptive Regret Implies Optimally Dynamic Regret,"Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou",http://arxiv.org/pdf/1701.07570v2,No journal ref found,none,cs.LG,Summary24604,1701.07852v1,2017-01-26T19:29:41Z,An Empirical Analysis of Feature Engineering for Predictive Modeling,Jeff Heaton,http://arxiv.org/pdf/1701.07852v1,No journal ref found,none,cs.LG,Summary24605,1701.08939v1,2017-01-31T08:06:33Z,Deep Submodular Functions,"Jeffrey Bilmes, Wenruo Bai",http://arxiv.org/pdf/1701.08939v1,No journal ref found,none,cs.LG,Summary24606,1702.01200v1,2017-02-03T23:17:48Z,Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing,"Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova",http://arxiv.org/pdf/1702.01200v1,No journal ref found,none,cs.LG,Summary24607,1702.01504v1,2017-02-06T06:14:29Z,Optimizing Cost-Sensitive SVM for Imbalanced Data :Connecting Cluster to Classification,"Qiuyan Yan, Shixiong Xia, Fanrong Meng",http://arxiv.org/pdf/1702.01504v1,No journal ref found,none,cs.LG,Summary24608,1702.01691v2,2017-02-06T16:30:13Z,Calibrating Energy-based Generative Adversarial Networks,"Zihang Dai, Amjad Almahairi, Philip Bachman, Eduard Hovy, Aaron Courville",http://arxiv.org/pdf/1702.01691v2,No journal ref found,none,cs.LG,Summary24609,1702.02030v1,2017-02-07T14:14:19Z,Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds,"Lijun Zhang, Tianbao Yang, Rong Jin",http://arxiv.org/pdf/1702.02030v1,No journal ref found,none,cs.LG,Summary24610,1702.02047v2,2017-02-06T18:40:32Z,Preference-based Teaching,"Ziyuan Gao, Christoph Ries, Hans Ulrich Simon, Sandra Zilles",http://arxiv.org/pdf/1702.02047v2,No journal ref found,none,cs.LG,Summary24611,1702.02144v2,2017-02-07T16:55:37Z,Rapid parametric density estimation,Jarek Duda,http://arxiv.org/pdf/1702.02144v2,No journal ref found,none,cs.LG,Summary24612,1702.02184v1,2017-02-07T20:14:30Z,Transfer from Multiple Linear Predictive State Representations (PSR),"Sri Ramana Sekharan, Ramkumar Natarajan, Siddharthan Rajasekaran",http://arxiv.org/pdf/1702.02184v1,No journal ref found,none,cs.LG,Summary24613,1702.02655v1,2017-02-08T23:56:32Z,EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis,"Khadijeh Sadatnejad, Saeed S. Ghidary, Reza Rostami, Reza Kazemi",http://arxiv.org/pdf/1702.02655v1,No journal ref found,none,cs.LG,Summary24614,1702.03006v1,2017-02-09T22:36:25Z,Multi-step Off-policy Learning Without Importance Sampling Ratios,"Ashique Rupam Mahmood, Huizhen Yu, Richard S. Sutton",http://arxiv.org/pdf/1702.03006v1,No journal ref found,none,cs.LG,Summary24615,1702.03040v1,2017-02-10T01:59:02Z,Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities,"Ruitong Huang, Tor Lattimore, András György, Csaba Szepesvári",http://arxiv.org/pdf/1702.03040v1,No journal ref found,none,cs.LG,Summary24616,1702.03118v2,2017-02-10T10:04:30Z,Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning,"Stefan Elfwing, Eiji Uchibe, Kenji Doya",http://arxiv.org/pdf/1702.03118v2,No journal ref found,none,cs.LG,Summary24617,1702.03275v1,2017-02-10T18:27:17Z,Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models,Sergey Ioffe,http://arxiv.org/pdf/1702.03275v1,No journal ref found,none,cs.LG,Summary24618,1702.03500v1,2017-02-12T07:35:49Z,Concept Drift Adaptation by Exploiting Historical Knowledge,"Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao",http://arxiv.org/pdf/1702.03500v1,No journal ref found,none,cs.LG,Summary24619,1702.04683v1,2017-02-15T16:57:24Z,Distributed deep learning on edge-devices: feasibility via adaptive compression,"Corentin Hardy, Erwan Le Merrer, Bruno Sericola",http://arxiv.org/pdf/1702.04683v1,No journal ref found,none,cs.LG,Summary24620,1702.04825v2,2017-02-16T00:22:16Z,Learning to Use Learners Advice,"Adish Singla, Hamed Hassani, Andreas Krause",http://arxiv.org/pdf/1702.04825v2,No journal ref found,none,cs.LG,Summary24621,1702.05563v1,2017-02-18T03:38:12Z,On the Equivalence of Holographic and Complex Embeddings for Link Prediction,"Katsuhiko Hayashi, Masashi Shimbo",http://arxiv.org/pdf/1702.05563v1,No journal ref found,none,cs.LG,Summary24622,1702.05571v1,2017-02-18T05:00:04Z,Thresholding based Efficient Outlier Robust PCA,"Yeshwanth Cherapanamjeri, Prateek Jain, Praneeth Netrapalli",http://arxiv.org/pdf/1702.05571v1,No journal ref found,none,cs.LG,Summary24623,1702.05659v1,2017-02-18T21:39:36Z,On Loss Functions for Deep Neural Networks in Classification,"Katarzyna Janocha, Wojciech Marian Czarnecki",http://arxiv.org/pdf/1702.05659v1,No journal ref found,none,cs.LG,Summary24624,1702.05796v1,2017-02-19T21:13:45Z,Collaborative Deep Reinforcement Learning,"Kaixiang Lin, Shu Wang, Jiayu Zhou",http://arxiv.org/pdf/1702.05796v1,No journal ref found,none,cs.LG,Summary24625,1702.06081v1,2017-02-20T17:52:14Z,Learning Non-Discriminatory Predictors,"Blake Woodworth, Suriya Gunasekar, Mesrob I. Ohannessian, Nathan Srebro",http://arxiv.org/pdf/1702.06081v1,No journal ref found,none,cs.LG,Summary24626,1702.06106v1,2017-02-20T18:47:25Z,An Attention-Based Deep Net for Learning to Rank,"Baiyang Wang, Diego Klabjan",http://arxiv.org/pdf/1702.06106v1,No journal ref found,none,cs.LG,Summary24627,1702.06120v1,2017-02-20T10:09:02Z,On the Consistency of $k$-means++ algorithm,Mieczysław A. Kłopotek,http://arxiv.org/pdf/1702.06120v1,No journal ref found,none,cs.LG,Summary24628,1702.06269v1,2017-02-21T05:19:23Z,Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox,"Jialei Wang, Weiran Wang, Nathan Srebro",http://arxiv.org/pdf/1702.06269v1,No journal ref found,none,cs.LG,Summary24629,1702.06347v1,2017-02-21T12:10:28Z,Positive-Unlabeled Demand-Aware Recommendation,"Jinfeng Yi, Cho-Jui Hsieh, Kush Varshney, Lijun Zhang, Yao Li",http://arxiv.org/pdf/1702.06347v1,No journal ref found,none,cs.LG,Summary24630,1702.06362v1,2017-02-21T12:55:56Z,Negative-Unlabeled Tensor Factorization for Location Category Inference from Inaccurate Mobility Data,"Jinfeng Yi, Qi Lei, Wesley Gifford, Ji Liu",http://arxiv.org/pdf/1702.06362v1,No journal ref found,none,cs.LG,Summary24631,1702.06559v1,2017-02-21T19:31:46Z,Active One-shot Learning,"Mark Woodward, Chelsea Finn",http://arxiv.org/pdf/1702.06559v1,No journal ref found,none,cs.LG,Summary24632,1702.06712v1,2017-02-22T09:07:00Z,Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational Costs,"Atif Raza, Stefan Kramer",http://arxiv.org/pdf/1702.06712v1,No journal ref found,none,cs.LG,Summary24633,1702.06762v1,2017-02-22T11:43:50Z,Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently,"Muthuraman Chidambaram, Yanjun Qi",http://arxiv.org/pdf/1702.06762v1,No journal ref found,none,cs.LG,Summary24634,1702.06763v3,2017-02-22T11:48:35Z,DeepCamouflage: Masking DNN Models for robustness against adversarial samples,"Ji Gao, Beilun Wang, Zeming Lin, Weilin Xu, Yanjun Qi",http://arxiv.org/pdf/1702.06763v3,No journal ref found,none,cs.LG,Summary24635,1702.06914v1,2017-02-22T17:54:03Z,Training a Subsampling Mechanism in Expectation,"Colin Raffel, Dieterich Lawson",http://arxiv.org/pdf/1702.06914v1,No journal ref found,none,cs.LG,Summary24636,1702.06941v1,2017-02-22T18:56:44Z,An Algebraic Formalization of Forward and Forward-backward Algorithms,"Ai Azuma, Masashi Shimbo, Yuji Matsumoto",http://arxiv.org/pdf/1702.06941v1,No journal ref found,none,cs.LG,Summary24637,1702.07028v1,2017-02-22T22:21:38Z,On the ability of neural nets to express distributions,"Holden Lee, Rong Ge, Andrej Risteski, Tengyu Ma, Sanjeev Arora",http://arxiv.org/pdf/1702.07028v1,No journal ref found,none,cs.LG,Summary24638,1702.07490v1,2017-02-24T08:25:23Z,Online Meta-learning by Parallel Algorithm Competition,"Stefan Elfwing, Eiji Uchibe, Kenji Doya",http://arxiv.org/pdf/1702.07490v1,No journal ref found,none,cs.LG,Summary24639,1702.07539v1,2017-02-24T11:17:33Z,Tight Bounds for Bandit Combinatorial Optimization,"Alon Cohen, Tamir Hazan, Tomer Koren",http://arxiv.org/pdf/1702.07539v1,No journal ref found,none,cs.LG,Summary24640,1702.07817v1,2017-02-25T01:55:38Z,An Unsupervised Learning Method Exploiting Sequential Output Statistics,"Yu Liu, Jianshu Chen, Li Deng",http://arxiv.org/pdf/1702.07817v1,No journal ref found,none,cs.LG,Summary24641,1702.07870v1,2017-02-25T10:27:29Z,Online Learning with Many Experts,"Alon Cohen, Shie Mannor",http://arxiv.org/pdf/1702.07870v1,No journal ref found,none,cs.LG,Summary24642,1702.07904v1,2017-02-25T15:08:53Z,Coarse Grained Exponential Variational Autoencoders,"Ke Sun, Xiangliang Zhang",http://arxiv.org/pdf/1702.07904v1,No journal ref found,none,cs.LG,Summary24643,1702.08159v1,2017-02-27T06:30:47Z,F2F: A Library For Fast Kernel Expansions,"Joachim Curto, Irene Zarza, Feng Yang, Alexander J. Smola, Luc Van Gool",http://arxiv.org/pdf/1702.08159v1,No journal ref found,none,cs.LG,Summary24644,1702.08169v1,2017-02-27T07:45:58Z,Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis,"Dan Garber, Ohad Shamir, Nathan Srebro",http://arxiv.org/pdf/1702.08169v1,No journal ref found,none,cs.LG,Summary24645,1702.08171v1,2017-02-27T08:00:58Z,Fixed-point optimization of deep neural networks with adaptive step size retraining,"Sungho Shin, Yoonho Boo, Wonyong Sung",http://arxiv.org/pdf/1702.08171v1,No journal ref found,none,cs.LG,Summary24646,1702.08283v1,2017-02-27T13:49:42Z,Adaptive Learning to Speed-Up Control of Prosthetic Hands: a Few Things Everybody Should Know,"Valentina Gregori, Arjan Gijsberts, Barbara Caputo",http://arxiv.org/pdf/1702.08283v1,No journal ref found,none,cs.LG,Summary24647,1702.08360v1,2017-02-27T16:32:27Z,Neural Map: Structured Memory for Deep Reinforcement Learning,"Emilio Parisotto, Ruslan Salakhutdinov",http://arxiv.org/pdf/1702.08360v1,No journal ref found,none,cs.LG,Summary24648,1702.08648v1,2017-02-28T05:21:31Z,Deep Clustering using Auto-Clustering Output Layer,"Ozsel Kilinc, Ismail Uysal",http://arxiv.org/pdf/1702.08648v1,No journal ref found,none,cs.LG,Summary24649,1702.08833v1,2017-02-28T16:01:22Z,Learning Deep Nearest Neighbor Representations Using Differentiable Boundary Trees,"Daniel Zoran, Balaji Lakshminarayanan, Charles Blundell",http://arxiv.org/pdf/1702.08833v1,No journal ref found,none,cs.LG,Summary24650,1702.08884v1,2017-02-28T17:48:21Z,Low-rank Label Propagation for Semi-supervised Learning with 100 Millions Samples,"Raphael Petegrosso, Wei Zhang, Zhuliu Li, Yousef Saad, Rui Kuang",http://arxiv.org/pdf/1702.08884v1,No journal ref found,none,cs.LG,Summary24651,1703.00377v1,2017-03-01T16:46:54Z,Gradient Boosting on Stochastic Data Streams,"Hanzhang Hu, Wen Sun, Arun Venkatraman, Martial Hebert, J. Andrew Bagnell",http://arxiv.org/pdf/1703.00377v1,No journal ref found,none,cs.LG,Summary24652,1703.00380v1,2017-03-01T16:50:44Z,Personal Model Training under Privacy Constraints,"Sandra Servia-Rodriguez, Liang Wang, Jianxin R. Zhao, Richard Mortier, Hamed Haddadi",http://arxiv.org/pdf/1703.00380v1,No journal ref found,none,cs.LG,Summary24653,1703.00557v1,2017-03-01T23:54:40Z,Diffusion Independent Semi-Bandit Influence Maximization,"Sharan Vaswani, Branislav Kveton, Zheng Wen, Mohammad Ghavamzadeh, Laks Lakshmanan, Mark Schmidt",http://arxiv.org/pdf/1703.00557v1,No journal ref found,none,cs.LG,Summary24654,1703.00560v1,2017-03-02T00:15:00Z,An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis,Yuandong Tian,http://arxiv.org/pdf/1703.00560v1,No journal ref found,none,cs.LG,Summary24655,1703.00573v2,2017-03-02T01:14:03Z,Generalization and Equilibrium in Generative Adversarial Nets (GANs),"Sanjeev Arora, Rong Ge, Yingyu Liang, Tengyu Ma, Yi Zhang",http://arxiv.org/pdf/1703.00573v2,No journal ref found,none,cs.LG,Summary24656,1703.00729v1,2017-03-02T11:34:38Z,Mixing Complexity and its Applications to Neural Networks,"Michal Moshkovitz, Naftali Tishby",http://arxiv.org/pdf/1703.00729v1,No journal ref found,none,cs.LG,Summary24657,1703.00788v1,2017-03-02T14:03:48Z,A Robust Adaptive Stochastic Gradient Method for Deep Learning,"Caglar Gulcehre, Jose Sotelo, Marcin Moczulski, Yoshua Bengio",http://arxiv.org/pdf/1703.00788v1,No journal ref found,none,cs.LG,Summary24658,1703.00810v1,2017-03-02T14:53:14Z,Opening the Black Box of Deep Neural Networks via Information,"Ravid Shwartz-Ziv, Naftali Tishby",http://arxiv.org/pdf/1703.00810v1,No journal ref found,none,cs.LG,Summary24659,1703.01006v1,2017-03-03T01:12:38Z,Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction,"Mohammadhani Fouladgar, Mostafa Parchami, Ramez Elmasri, Amir Ghaderi",http://arxiv.org/pdf/1703.01006v1,No journal ref found,none,cs.LG,Summary24660,1703.01030v1,2017-03-03T04:12:03Z,Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction,"Wen Sun, Arun Venkatraman, Geoffrey J. Gordon, Byron Boots, J. Andrew Bagnell",http://arxiv.org/pdf/1703.01030v1,No journal ref found,none,cs.LG,Summary24661,1703.01141v1,2017-03-03T13:01:38Z,Dynamic State Warping,"Zhichen Gong, Huanhuan Chen",http://arxiv.org/pdf/1703.01141v1,No journal ref found,none,cs.LG,Summary24662,1703.01218v1,2017-03-03T15:55:16Z,Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions,"Asish Ghoshal, Jean Honorio",http://arxiv.org/pdf/1703.01218v1,No journal ref found,none,cs.LG,Summary24663,1703.01260v1,2017-03-03T17:38:59Z,EX2: Exploration with Exemplar Models for Deep Reinforcement Learning,"Justin Fu, John D. Co-Reyes, Sergey Levine",http://arxiv.org/pdf/1703.01260v1,No journal ref found,none,cs.LG,Summary24664,1703.01365v1,2017-03-04T00:18:49Z,Axiomatic Attribution for Deep Networks,"Mukund Sundararajan, Ankur Taly, Qiqi Yan",http://arxiv.org/pdf/1703.01365v1,No journal ref found,none,cs.LG,Summary24665,1703.01454v1,2017-03-04T13:35:49Z,Matrix-centric Neural Networks,"Kien Do, Truyen Tran, Svetha Venkatesh",http://arxiv.org/pdf/1703.01454v1,No journal ref found,none,cs.LG,Summary24666,1703.01678v1,2017-03-05T22:22:34Z,Data-Dependent Stability of Stochastic Gradient Descent,"Ilja Kuzborskij, Christoph Lampert",http://arxiv.org/pdf/1703.01678v1,No journal ref found,none,cs.LG,Summary24667,1703.01680v1,2017-03-05T22:41:00Z,Multi-Objective Non-parametric Sequential Prediction,"Guy Uziel, Ran El-Yaniv",http://arxiv.org/pdf/1703.01680v1,No journal ref found,none,cs.LG,Summary24668,1703.01703v1,2017-03-06T02:02:34Z,Third-Person Imitation Learning,"Bradly C. Stadie, Pieter Abbeel, Ilya Sutskever",http://arxiv.org/pdf/1703.01703v1,No journal ref found,none,cs.LG,Summary24669,1703.01732v1,2017-03-06T05:51:42Z,Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning,"Joshua Achiam, Shankar Sastry",http://arxiv.org/pdf/1703.01732v1,No journal ref found,none,cs.LG,Summary24670,1703.01970v1,2017-03-06T16:53:32Z,Concentration Bounds for High Sensitivity Functions Through Differential Privacy,"Kobbi Nissim, Uri Stemmer",http://arxiv.org/pdf/1703.01970v1,No journal ref found,none,cs.LG,Summary24671,1703.02116v1,2017-02-28T11:53:49Z,Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data,"Henrietta Forssen, Riyaz S. Patel, Natalie Fitzpatrick, Aroon Hingorani, Adam Timmis, Harry Hemingway, Spiros C. Denaxas",http://arxiv.org/pdf/1703.02116v1,No journal ref found,none,cs.LG,Summary24672,1703.02144v1,2017-03-06T23:02:09Z,Contextual Motifs: Increasing the Utility of Motifs using Contextual Data,"Ian Fox, Lynn Ang, Mamta Jaiswal, Rodica Pop-Busui, Jenna Wiens",http://arxiv.org/pdf/1703.02144v1,No journal ref found,none,cs.LG,Summary24673,cs/9809019v1,1998-09-14T15:25:42Z,Distributed Computation as Hierarchy,Michael Manthey,http://arxiv.org/pdf/cs/9809019v1,No journal ref found,none,cs.DC,Summary24674,cs/9809123v1,1998-09-30T04:06:36Z,A role of constraint in self-organization,"Carlos Domingo, Osamu Watanabe, Tadashi Yamazaki",http://arxiv.org/pdf/cs/9809123v1,No journal ref found,none,cs.NE,Summary24675,cs/9811030v1,1998-11-24T22:51:20Z,Generating Segment Durations in a Text-To-Speech System: A Hybrid Rule-Based/Neural Network Approach,"Gerald Corrigan, Noel Massey, Orhan Karaali",http://arxiv.org/pdf/cs/9811030v1,"Proceedings of Eurospeech (1997) 2675-2678. Rhodes, Greece",none,cs.NE,Summary24676,cs/9811031v1,1998-11-24T23:33:12Z,Speech Synthesis with Neural Networks,"Orhan Karaali, Gerald Corrigan, Ira Gerson",http://arxiv.org/pdf/cs/9811031v1,World Congress on Neural Networks (1996) 45-50. San Diego,none,cs.NE,Summary24677,cs/9811032v1,1998-11-24T23:51:56Z,Text-To-Speech Conversion with Neural Networks: A Recurrent TDNN Approach,"Orhan Karaali, Gerald Corrigan, Ira Gerson, Noel Massey",http://arxiv.org/pdf/cs/9811032v1,"Proceedings of Eurospeech (1997) 561-564. Rhodes, Greece",none,cs.NE,Summary24678,cs/9812006v1,1998-12-05T00:00:57Z,A High Quality Text-To-Speech System Composed of Multiple Neural Networks,"Orhan Karaali, Gerald Corrigan, Noel Massey, Corey Miller, Otto Schnurr, Andrew Mackie",http://arxiv.org/pdf/cs/9812006v1,"Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (1998) 2:1237-1240. Seattle, Washington",none,cs.NE,Summary24679,cs/9812013v1,1998-12-11T20:51:38Z,The Self-Organizing Symbiotic Agent,"Babak Hodjat, Makoto Amamiya",http://arxiv.org/pdf/cs/9812013v1,No journal ref found,none,cs.NE,Summary24680,cs/0006006v1,2000-06-02T12:00:15Z,A Real-Time Novelty Detector for a Mobile Robot,"Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro",http://arxiv.org/pdf/cs/0006006v1,No journal ref found,none,cs.RO,Summary24681,cs/0006039v1,2000-06-28T10:17:43Z,Orthogonal Least Squares Algorithm for the Approximation of a Map and its Derivatives with a RBF Network,"Carlo Drioli, Davide Rocchesso",http://arxiv.org/pdf/cs/0006039v1,No journal ref found,none,cs.NE,Summary24682,cs/0104011v1,2001-04-06T21:15:31Z,Potholes on the Royal Road,Theodore C. Belding,http://arxiv.org/pdf/cs/0104011v1,No journal ref found,none,cs.NE,Summary24683,cs/0108009v1,2001-08-17T11:30:12Z,Artificial Neurons with Arbitrarily Complex Internal Structures,G. A. Kohring,http://arxiv.org/pdf/cs/0108009v1,"Neurocomputing, vol. 47, pp. 103-118 (2002).",none,cs.NE,Summary24684,cs/0206001v1,2002-06-01T15:10:56Z,Neural Net Model for Featured Word Extraction,"A. Das, M. Marko, A. Probst, M. A. Porter, C. Gershenson",http://arxiv.org/pdf/cs/0206001v1,No journal ref found,none,cs.NE,Summary24685,cs/0212010v1,2002-12-08T00:26:49Z,JohnnyVon: Self-Replicating Automata in Continuous Two-Dimensional Space,"Arnold Smith, Peter Turney, Robert Ewaschuk",http://arxiv.org/pdf/cs/0212010v1,No journal ref found,none,cs.NE,Summary24686,cs/0401020v1,2004-01-25T04:22:00Z,Presynaptic modulation as fast synaptic switching: state-dependent modulation of task performance,"Gabriele Scheler, Johann Schumann",http://arxiv.org/pdf/cs/0401020v1,"Neural Networks, 2003. Proceedings of the International Joint Conference on (Volume:1 ) 218 - 223",none,cs.NE,Summary24687,cs/0403027v2,2004-03-16T09:02:39Z,An approach to membrane computing under inexactitude,"Jaume Casasnovas, Joe Miro, Manuel Moya, Francesc Rossello",http://arxiv.org/pdf/cs/0403027v2,No journal ref found,none,cs.OH,Summary24688,cs/0404001v1,2004-04-01T16:54:42Z,On the Practicality of Intrinsic Reconfiguration As a Fault Recovery Method in Analog Systems,Garrison W. Greenwood,http://arxiv.org/pdf/cs/0404001v1,No journal ref found,none,cs.PF,Summary24689,cs/0404017v1,2004-04-07T06:23:18Z,Exploring tradeoffs in pleiotropy and redundancy using evolutionary computing,"Matthew J. Berryman, Wei-Li Khoo, Hiep Nguyen, Erin ONeill, Andrew Allison, Derek Abbott",http://arxiv.org/pdf/cs/0404017v1,"Proc. SPIE 5275, BioMEMS and Nanotechnology, Ed. Dan V. Nicolau, Perth, Australia, Dec. 2003, pp49-58",none,cs.NE,Summary24690,cs/0404019v1,2004-04-07T07:08:09Z,Optimizing genetic algorithm strategies for evolving networks,"Matthew J. Berryman, Andrew Allison, Derek Abbott",http://arxiv.org/pdf/cs/0404019v1,No journal ref found,none,cs.NE,Summary24691,cs/0406007v1,2004-06-03T15:43:46Z,Parallel Mixed Bayesian Optimization Algorithm: A Scaleup Analysis,"Jiri Ocenasek, Martin Pelikan",http://arxiv.org/pdf/cs/0406007v1,No journal ref found,none,cs.NE,Summary24692,cs/0411052v1,2004-11-17T10:04:55Z,Spontaneous Dynamics of Asymmetric Random Recurrent Spiking Neural Networks,"H. Soula, G. Beslon, O. Mazet",http://arxiv.org/pdf/cs/0411052v1,No journal ref found,none,cs.NE,Summary24693,cs/0412109v1,2004-12-24T13:41:10Z,Global minimization of a quadratic functional: neural network approach,"L. B. Litinskii, B. M. Magomedov",http://arxiv.org/pdf/cs/0412109v1,No journal ref found,none,cs.NE,Summary24694,cs/0502007v1,2005-02-02T00:12:45Z,Identification of complex systems in the basis of wavelets,Alexander Shaydurov,http://arxiv.org/pdf/cs/0502007v1,No journal ref found,none,cs.CE,Summary24695,cs/0505051v1,2005-05-20T14:54:40Z,Sub-Optimum Signal Linear Detector Using Wavelets and Support Vector Machines,"Jaime Gomez, Ignacio Melgar, Juan Seijas, Diego Andina",http://arxiv.org/pdf/cs/0505051v1,"WSEAS Transactions on Communications, ISSN 1109-2742, issue 4, vol 2, p426-431, October-2003",none,cs.IR,Summary24696,cs/0505052v1,2005-05-20T15:01:20Z,Upgrading Pulse Detection with Time Shift Properties Using Wavelets and Support Vector Machines,"Jaime Gomez, Ignacio Melgar, Juan Seijas",http://arxiv.org/pdf/cs/0505052v1,"Proceedings of the World Automation Congress (WAC-04), Sevilla, Spain, June-2004",none,cs.IR,Summary24697,cs/0505053v1,2005-05-20T15:06:40Z,Wavelet Time Shift Properties Integration with Support Vector Machines,"Jaime Gomez, Ignacio Melgar, Juan Seijas",http://arxiv.org/pdf/cs/0505053v1,"LNAI-3131 Modeling Decisions for Artificial Intelligence, ISSN 0302-9743, p49-59, Barcelona, Spain, August-2004",none,cs.IR,Summary24698,cs/0506078v1,2005-06-20T14:54:41Z,Dynamical Neural Network: Information and Topology,"David Dominguez, Kostadin Koroutchev, Eduardo Serrano, Francisco B. Rodriguez",http://arxiv.org/pdf/cs/0506078v1,No journal ref found,none,cs.IR,Summary24699,cs/0508117v1,2005-08-26T10:38:36Z,Long-term neuronal behavior caused by two synaptic modification mechanisms,"Xi Shen, Philippe De Wilde",http://arxiv.org/pdf/cs/0508117v1,No journal ref found,none,cs.NE,Summary24700,cs/0601047v1,2006-01-12T20:23:06Z,Automatic Detection of Trends in Dynamical Text: An Evolutionary Approach,"Lourdes Araujo, Juan J. Merelo",http://arxiv.org/pdf/cs/0601047v1,No journal ref found,none,cs.IR,Summary24701,cs/0607007v4,2006-07-03T04:03:23Z,Theory of sexes by Geodakian as it is advanced by Iskrin,Boris D. Lubachevsky,http://arxiv.org/pdf/cs/0607007v4,No journal ref found,none,cs.NE,Summary24702,cs/0611079v4,2006-11-16T11:26:22Z,Managing network congestion with a Kohonen-based RED queue,"Emmanuel Lochin, Bruno Talavera",http://arxiv.org/pdf/cs/0611079v4,No journal ref found,none,cs.NI,Summary24703,cs/0701115v1,2007-01-18T09:23:29Z,Browser-based distributed evolutionary computation: performance and scaling behavior,"J. J. Merelo, Antonio Mora-Garcia, J. L. J. Laredo, Juan Lupion, Fernando Tricas",http://arxiv.org/pdf/cs/0701115v1,No journal ref found,none,cs.DC,Summary24704,cs/0702038v1,2007-02-07T05:54:00Z,Genetic Representations for Evolutionary Minimization of Network Coding Resources,"Minkyu Kim, Varun Aggarwal, Una-May OReilly, Muriel Medard, Wonsik Kim",http://arxiv.org/pdf/cs/0702038v1,No journal ref found,none,cs.NE,Summary24705,cs/0703002v9,2007-02-28T22:52:43Z,"Integral Biomathics: A Post-Newtonian View into the Logos of Bios (On the New Meaning, Relations and Principles of Life in Science)",Plamen L. Simeonov,http://arxiv.org/pdf/cs/0703002v9,"Progress in Biophysics and Molecular Biology, Vol. 102, Issues 2-3, 2010, pp. 85-121",none,cs.NE,Summary24706,cs/0703149v1,2007-03-29T20:57:00Z,Exploring Logic Artificial Chemistries: An Illogical Attempt?,Christof Teuscher,http://arxiv.org/pdf/cs/0703149v1,"The First IEEE Symposium on Artificial Life, April 1-5, 2007, Hawaii, USA",none,cs.NE,Summary24707,hep-lat/9808001v2,1998-08-02T13:26:31Z,Genetic Algorithm for SU(N) gauge theory on a lattice,Yamaguchi Azusa,http://arxiv.org/pdf/hep-lat/9808001v2,No journal ref found,none,hep-lat,Summary24708,hep-lat/9809068v1,1998-09-11T05:44:42Z,Genetic Algorithm for SU(2) Gauge Theory on a 2-dimensional Lattice,A. Yamaguchi,http://arxiv.org/pdf/hep-lat/9809068v1,Nucl.Phys.Proc.Suppl. 73 (1999) 847-849,none,hep-lat,Summary24709,math/9801152v1,1998-01-15T00:00:00Z,On the classifiability of cellular automata,"John T. Baldwin, Saharon Shelah",http://arxiv.org/pdf/math/9801152v1,No journal ref found,none,math.LO,Summary24710,nlin/0001057v1,2000-01-26T03:08:08Z,Numerical Replication of Computer Simulations: Some Pitfalls and How To Avoid Them,Theodore C. Belding,http://arxiv.org/pdf/nlin/0001057v1,No journal ref found,none,nlin.AO,Summary24711,nlin/0408040v1,2004-08-20T14:42:51Z,Notes on information geometry and evolutionary processes,Marc Toussaint,http://arxiv.org/pdf/nlin/0408040v1,No journal ref found,none,nlin.AO,Summary24712,nlin/0702001v1,2007-02-01T13:56:58Z,"Bistability: a common feature in some ""aggregates"" of logistic maps","Ricardo Lopez-Ruiz, Daniele Fournier-Prunaret",http://arxiv.org/pdf/nlin/0702001v1,No journal ref found,none,nlin.AO,Summary24713,physics/0606053v2,2006-06-06T11:36:51Z,Optimal estimation for Large-Eddy Simulation of turbulence and application to the analysis of subgrid models,"Antoine Moreau, Olivier Teytaud, Jean-Pierre Bertoglio",http://arxiv.org/pdf/physics/0606053v2,Physics of Fluids 18 (04/10/2006) 105101,none,physics.class-ph,Summary24714,q-bio/0403011v1,2004-03-07T23:27:32Z,Memorization in a neural network with adjustable transfer function and conditional gating,Gabriele Scheler,http://arxiv.org/pdf/q-bio/0403011v1,No journal ref found,none,q-bio.NC,Summary24715,0704.1196v1,2007-04-10T07:21:02Z,Novel algorithm to calculate hypervolume indicator of Pareto approximation set,"Qing Yang, Shengchao Ding",http://arxiv.org/pdf/0704.1196v1,No journal ref found,none,cs.CG,Summary24716,0704.1198v1,2007-04-10T13:36:44Z,A Doubly Distributed Genetic Algorithm for Network Coding,"Minkyu Kim, Varun Aggarwal, Una-May OReilly, Muriel Medard",http://arxiv.org/pdf/0704.1198v1,No journal ref found,none,cs.NE,Summary24717,0704.3268v1,2007-04-24T20:20:46Z,2D Path Solutions from a Single Layer Excitable CNN Model,Koray Karahaliloglu,http://arxiv.org/pdf/0704.3268v1,No journal ref found,none,cs.RO,Summary24718,0705.1214v1,2007-05-09T07:08:58Z,Control of Complex Systems Using Bayesian Networks and Genetic Algorithm,Tshilidzi Marwala,http://arxiv.org/pdf/0705.1214v1,No journal ref found,none,cs.CE,Summary24719,0705.1680v1,2007-05-11T15:55:31Z,Option Pricing Using Bayesian Neural Networks,"Michael Maio Pires, Tshilidzi Marwala",http://arxiv.org/pdf/0705.1680v1,No journal ref found,none,cs.CE,Summary24720,0705.1760v1,2007-05-12T10:27:07Z,Dynamic Model Updating Using Particle Swarm Optimization Method,Tshilidzi Marwala,http://arxiv.org/pdf/0705.1760v1,No journal ref found,none,cs.CE,Summary24721,0706.1061v1,2007-06-07T19:27:12Z,"Design, Implementation, and Cooperative Coevolution of an Autonomous/ Teleoperated Control System for a Serpentine Robotic Manipulator","Donald Sofge, Gerald Chiang",http://arxiv.org/pdf/0706.1061v1,"D. Sofge and G. Chiang, ""Design, ... a Serpentine Automated Waste Retrieval Manipulator,"" Amer. Nucl. Soc. 9th Top. Meeting on Robotics and Remote Systems, 2001",none,cs.NE,Summary24722,0707.3979v1,2007-07-26T18:03:23Z,Clifford Algebra of the Vector Space of Conics for decision boundary Hyperplanes in m-Euclidean Space,"Isidro B. Nieto, J. Refugio Vallejo",http://arxiv.org/pdf/0707.3979v1,No journal ref found,none,cs.NE,Summary24723,0707.4032v1,2007-07-27T02:38:56Z,One-way Hash Function Based on Neural Network,"Shiguo Lian, Jinsheng Sun, Zhiquan Wang",http://arxiv.org/pdf/0707.4032v1,No journal ref found,none,cs.CR,Summary24724,0707.4524v1,2007-07-31T02:27:10Z,Image Authentication Based on Neural Networks,Shiguo Lian,http://arxiv.org/pdf/0707.4524v1,No journal ref found,none,cs.MM,Summary24725,0709.0883v5,2007-09-06T16:04:42Z,Liquid State Machines in Adbiatic Quantum Computers for General Computation,Joshua Jay Herman,http://arxiv.org/pdf/0709.0883v5,No journal ref found,none,cs.CC,Summary24726,0709.4464v2,2007-09-27T19:04:00Z,Adaptive Investment Strategies For Periodic Environments,J. -Emeterio Navarro,http://arxiv.org/pdf/0709.4464v2,"Advances in Complex Systems Vol. 11, No. 5 (2008) 761-787",none,cs.CE,Summary24727,0711.3591v2,2007-11-22T15:16:21Z,An Estimation of Distribution Algorithm with Intelligent Local Search for Rule-based Nurse Rostering,"Uwe Aickelin, Edmund Burke, Jingpeng Li",http://arxiv.org/pdf/0711.3591v2,"Journal of the Operational Research Society, 58 (12), pp 1574-1585, 2007",none,cs.NE,Summary24728,0712.2630v1,2007-12-17T19:59:42Z,Evolving XSLT stylesheets,"Nestor Zorzano, Daniel Merino, J. L. J. Laredo, J. P. Sevilla, Pablo Garcia, J. J. Merelo",http://arxiv.org/pdf/0712.2630v1,No journal ref found,none,cs.NE,Summary24729,0712.4153v2,2007-12-26T21:56:52Z,Biology of Applied Digital Ecosystems,"G. Briscoe, S. Sadedin, G. Paperin",http://arxiv.org/pdf/0712.4153v2,"In IEEE First International Conference on Digital Ecosystems and Technologies, 2007",none,cs.NE,Summary24730,0801.0830v9,2008-01-06T00:20:25Z,Evolution of central pattern generators for the control of a five-link bipedal walking mechanism,Atilim Gunes Baydin,http://arxiv.org/pdf/0801.0830v9,"Paladyn. Journal of Behavioral Robotics 3(1), 45-53 (2012)",none,cs.NE,Summary24731,0801.3209v2,2008-01-21T15:55:22Z,A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems,Uwe Aickelin,http://arxiv.org/pdf/0801.3209v2,"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2001), late-breaking papers volume, pp 1-8, San Francisco, USA",none,cs.NE,Summary24732,0801.3971v3,2008-01-25T16:07:25Z,A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem,"Jingpeng Li, Uwe Aickelin",http://arxiv.org/pdf/0801.3971v3,"Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2003), pp 2149-2156, Canberra, Australia, 2003",none,cs.NE,Summary24733,0801.4119v3,2008-01-28T15:36:56Z,Strategic Alert Throttling for Intrusion Detection Systems,"Gianni Tedesco, Uwe Aickelin",http://arxiv.org/pdf/0801.4119v3,"4th WSEAS International Conference on Information Security (WSEAS 2005), Tenerife, Spain, 2005",none,cs.NE,Summary24734,0801.4312v3,2008-01-28T15:26:59Z,Investigating Artificial Immune Systems For Job Shop Rescheduling In Changing Environments,"Uwe Aickelin, Edmund Burke, Aniza Din",http://arxiv.org/pdf/0801.4312v3,"6th International Conference in Adaptive Computing in Design and Manufacture (ACDM 2004), Bristol, UK, 2004",none,cs.NE,Summary24735,0802.2001v3,2008-02-14T11:25:37Z,Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem,"Uwe Aickelin, Kathryn Dowsland",http://arxiv.org/pdf/0802.2001v3,"Journal of Scheduling, 3(3), pp 139-153, 2000",none,cs.NE,Summary24736,0802.3582v1,2008-02-25T09:57:31Z,Neural Networks and Database Systems,Erich Schikuta,http://arxiv.org/pdf/0802.3582v1,"pp. 133-152, 2007, publisher Austrian Computer Society",none,cs.DB,Summary24737,0802.4002v3,2008-02-27T12:15:08Z,Sensing Danger: Innate Immunology for Intrusion Detection,"Uwe Aickelin, Julie Greensmith",http://arxiv.org/pdf/0802.4002v3,"Information Security Technical Report, 12(4), pp 218-227, 2007",none,cs.NE,Summary24738,0803.1576v1,2008-03-11T12:56:51Z,Simulation Optimization of the Crossdock Door Assignment Problem,"Uwe Aickelin, Adrian Adewunmi",http://arxiv.org/pdf/0803.1576v1,"UK Operational Research Society Simulation Workshop 2006 (SW 2006), Leamington Spa, UK 2006",none,cs.NE,Summary24739,0803.1596v1,2008-03-11T14:19:33Z,Using Intelligent Agents to understand organisational behaviour,"Helen Celia, Christopher Clegg, Mark Robinson, Peer-Olaf Siebers, Uwe Aickelin, Christine Sprigg",http://arxiv.org/pdf/0803.1596v1,"Proceedings of the British Psychology Society Annual Conference, Occupational Psychology Division (BPS 2007), Bristol, UK 2007",none,cs.NE,Summary24740,0803.1626v1,2008-03-11T16:26:47Z,Genetic-Algorithm Seeding Of Idiotypic Networks For Mobile-Robot Navigation,"Amanda Whitbrook, Uwe Aickelin, Jonathan Garibaldi",http://arxiv.org/pdf/0803.1626v1,"Proceedings of the International Conference on Informatics in Control, Automation and Robotics (ICINCO 2008), in print, pp, Funchal, Portugal, 2008",none,cs.NE,Summary24741,0803.1728v1,2008-03-12T09:26:47Z,Investigating a Hybrid Metaheuristic For Job Shop Rescheduling,"Salwani Abdullah, Uwe Aickelin, Edmund Burke, Aniza Din, Rong Qu",http://arxiv.org/pdf/0803.1728v1,"Proceedings of the 3rd Australian Conference on Artificial Life (ACAL07), Lecture Notes in Computer Science 4828, pp 357-368, Gold Coast, Australia 2007",none,cs.NE,Summary24742,0803.1985v1,2008-03-13T15:02:48Z,An Investigation of the Sequential Sampling Method for Crossdocking Simulation Output Variance Reduction,"Adrian Adewunmi, Uwe Aickelin, Mike Byrne",http://arxiv.org/pdf/0803.1985v1,"Operational Research Society 4th Simulation Workshop (SW08) in print, pp, Worcestershire, UK 2008",none,cs.NE,Summary24743,0803.1993v1,2008-03-13T15:28:06Z,Improved Squeaky Wheel Optimisation for Driver Scheduling,"Uwe Aickelin, Edmund Burke, Jingpeng Li",http://arxiv.org/pdf/0803.1993v1,"Proceedings of the 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Lecture Notes in Computer Science 4193, pp 182-191, Reykjavik, Iceland, 2006",none,cs.NE,Summary24744,0803.1994v1,2008-03-13T15:43:34Z,The Application of Bayesian Optimization and Classifier Systems in Nurse Scheduling,"Jingpeng Li, Uwe Aickelin",http://arxiv.org/pdf/0803.1994v1,"Proceedings of the 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Lecture Notes in Computer Science 3242, pp 581-590, Birmingham, UK 2004",none,cs.NE,Summary24745,0803.2675v4,2008-03-18T16:59:12Z,Digital Ecosystems: Self-Organisation of Evolving Agent Populations,"Gerard Briscoe, Philippe De Wilde",http://arxiv.org/pdf/0803.2675v4,No journal ref found,none,cs.NE,Summary24746,0803.2957v1,2008-03-20T10:19:01Z,Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem,"Uwe Aickelin, Kathryn Dowsland",http://arxiv.org/pdf/0803.2957v1,"Journal of Heuristics, 8(5), pp 503-514, 2002",none,cs.NE,Summary24747,0803.2967v1,2008-03-20T11:15:37Z,Building Better Nurse Scheduling Algorithms,"Uwe Aickelin, Paul White",http://arxiv.org/pdf/0803.2967v1,"Annals of Operations Research, 128, pp 159-177, 2004",none,cs.NE,Summary24748,0803.2969v1,2008-03-20T11:21:19Z,An Indirect Genetic Algorithm for a Nurse Scheduling Problem,"Uwe Aickelin, Kathryn Dowsland",http://arxiv.org/pdf/0803.2969v1,"Computers & Operations Research, 31(5), pp 761-778, 2004",none,cs.NE,Summary24749,0803.2973v2,2008-03-20T11:59:27Z,Rule Generalisation in Intrusion Detection Systems using Snort,"Uwe Aickelin, Jamie Twycross, Thomas Hesketh-Roberts",http://arxiv.org/pdf/0803.2973v2,"International Journal of Electronic Security and Digital Forensics, 1 (1), pp 101-116, 2007",none,cs.NE,Summary24750,0803.2975v2,2008-03-20T12:07:26Z,An Estimation of Distribution Algorithm for Nurse Scheduling,"Uwe Aickelin, Jingpeng Li",http://arxiv.org/pdf/0803.2975v2,"Annals of Operations Research, 155 (1), pp 289-309, 2007",none,cs.NE,Summary24751,0803.3186v1,2008-03-21T15:38:25Z,Towards a human eye behavior model by applying Data Mining Techniques on Gaze Information from IEC,"Denis Pallez, Laurent Brisson, Thierry Baccino",http://arxiv.org/pdf/0803.3186v1,"Dans Proceedings of the Third International Conference on Human Centered Processes - Human Centered Processes, Delft : Pays-Bas (2008)",none,cs.HC,Summary24752,0803.3746v1,2008-03-26T15:14:33Z,Cluster Approach to the Domains Formation,Leonid B. Litinskii,http://arxiv.org/pdf/0803.3746v1,"Optical Memory & Neural Networks (Information Optics), 2007, v.16(3) pp.144-153",none,cs.NE,Summary24753,0803.3900v1,2008-03-27T12:15:43Z,A Component Based Heuristic Search method with Adaptive Perturbations for Hospital Personnel Scheduling,"Jingpeng Li, Uwe Aickelin, Edmund Burke",http://arxiv.org/pdf/0803.3900v1,"Technical Report NOTTCS-TR-2007-4, University of Nottingham, UK,, 2006",none,cs.NE,Summary24754,0803.3905v1,2008-03-27T12:38:17Z,Introduction to Multi-Agent Simulation,"Peer-Olaf Siebers, Uwe Aickelin",http://arxiv.org/pdf/0803.3905v1,"Encyclopaedia of Decision Making and Decision Support Technologies, 554-564, 2008",none,cs.NE,Summary24755,0804.0524v1,2008-04-03T11:14:11Z,Bayesian Optimisation Algorithm for Nurse Scheduling,"Jingpeng Li, Uwe Aickelin",http://arxiv.org/pdf/0804.0524v1,"Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications (Studies in Computational Intelligence), edited by M Pelikan, K Sastry and E Cantu Paz, Chapter 17, pp 315-332, Springer, 2006",none,cs.NE,Summary24756,0804.1266v1,2008-04-08T11:44:38Z,Immune System Approaches to Intrusion Detection - A Review,"Jungwon Kim, Peter J. Bentley, Uwe Aickelin, Julie Greensmith, Gianni Tedesco, Jamie Twycross",http://arxiv.org/pdf/0804.1266v1,"Natural Computing, 6(4), pp 413-466, 2007",none,cs.NE,Summary24757,0804.1281v2,2008-04-08T14:15:34Z,Data Reduction in Intrusion Alert Correlation,"Gianni Tedesco, Uwe Aickelin",http://arxiv.org/pdf/0804.1281v2,"WSEAS Transactions on Computers, 5(1), pp 186-193, 2006",none,cs.CR,Summary24758,0804.4071v1,2008-04-25T09:30:28Z,Logic Mining Using Neural Networks,"Saratha Sathasivam, Wan Ahmad Tajuddin Wan Abdullah",http://arxiv.org/pdf/0804.4071v1,No journal ref found,none,cs.LO,Summary24759,0804.4075v1,2008-04-25T09:46:46Z,Logic Learning in Hopfield Networks,"Saratha Sathasivam, Wan Ahmad Tajuddin Wan Abdullah",http://arxiv.org/pdf/0804.4075v1,No journal ref found,none,cs.LO,Summary24760,0804.4237v1,2008-04-26T16:55:59Z,Explaining the Logical Nature of Electrical Solitons in Neural Circuits,John Robert Burger,http://arxiv.org/pdf/0804.4237v1,No journal ref found,none,cs.NE,Summary24761,0805.0197v1,2008-05-02T09:20:11Z,Flatness of the Energy Landscape for Horn Clauses,"Saratha Sathasivam, Wan Ahmad Tajuddin Wan Abdullah",http://arxiv.org/pdf/0805.0197v1,Matematika 23 (2007) 147-156,none,cond-mat.dis-nn,Summary24762,0805.1154v2,2008-05-08T12:29:36Z,Clustering of scientific citations in Wikipedia,Finn Aarup Nielsen,http://arxiv.org/pdf/0805.1154v2,No journal ref found,none,cs.DL,Summary24763,0805.1296v1,2008-05-09T08:10:09Z,A Simple Dynamic Mind-map Framework To Discover Associative Relationships in Transactional Data Streams,Christoph Schommer,http://arxiv.org/pdf/0805.1296v1,No journal ref found,none,cs.NE,Summary24764,0805.1696v2,2008-05-12T17:55:59Z,Grammatical Evolution with Restarts for Fast Fractal Generation,"Manuel Cebrian, Manuel Alfonseca, Alfonso Ortega",http://arxiv.org/pdf/0805.1696v2,No journal ref found,none,cs.NE,Summary24765,0806.2843v2,2008-06-17T17:19:13Z,MultiKulti Algorithm: Migrating the Most Different Genotypes in an Island Model,"Lourdes Araujo, Juan J. Merelo Guervos, Carlos Cotta, Francisco Fernandez de Vega",http://arxiv.org/pdf/0806.2843v2,No journal ref found,none,cs.NE,Summary24766,0806.3646v2,2008-06-23T10:04:14Z,Round Trip Time Prediction Using the Symbolic Function Network Approach,"George S. Eskander, Amir Atiya, Kil To Chong, Hyongsuk Kim, Sung Goo Yoo",http://arxiv.org/pdf/0806.3646v2,"ISITC, pp. 3-7, 2007 International Symposium on Information Technology Convergence (ISITC 2007), 2007",none,cs.NE,Summary24767,0807.1513v1,2008-07-09T18:36:48Z,A First-Order Non-Homogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals,"J. Tapson, C. Jin, A. van Schaik, R. Etienne-Cummings",http://arxiv.org/pdf/0807.1513v1,Neural Computation Volume 21 Issue 6 Pages 1554-1588 Year 2009,none,q-bio.NC,Summary24768,0808.1378v1,2008-08-09T22:05:48Z,A Novel Symbolic Type Neural Network Model- Application to River Flow Forecasting,"George S. Eskander, Amir F. Atiya",http://arxiv.org/pdf/0808.1378v1,No journal ref found,none,cs.NE,Summary24769,0809.0835v2,2008-09-04T16:14:09Z,Approximating the volume of unions and intersections of high-dimensional geometric objects,"Karl Bringmann, Tobias Friedrich",http://arxiv.org/pdf/0809.0835v2,"Computational Geometry: Theory and Applications, Vol. 43, No. 6-7, pages 601-610, 2010",none,cs.CG,Summary24770,0809.4296v1,2008-09-24T22:52:05Z,State dependent computation using coupled recurrent networks,"Ueli Rutishauser, Rodney J. Douglas",http://arxiv.org/pdf/0809.4296v1,"Neural computation, 21(2):478-509, 2009",none,q-bio.NC,Summary24771,0810.4884v2,2008-10-27T17:42:05Z,The adaptability of physiological systems optimizes performance: new directions in augmentation,Bradly Alicea,http://arxiv.org/pdf/0810.4884v2,No journal ref found,none,cs.HC,Summary24772,0901.1610v1,2009-01-12T16:35:58Z,Towards a Framework for Observing Artificial Evolutionary Systems,Janardan Misra,http://arxiv.org/pdf/0901.1610v1,No journal ref found,none,cs.NE,Summary24773,0902.1037v2,2009-02-06T09:43:09Z,Optimal design and optimal control of structures undergoing finite rotations and elastic deformations,"A. Ibrahimbegovic, C. Knopf-Lenoir, A. Kucerova, P. Villon",http://arxiv.org/pdf/0902.1037v2,"International Journal for Numerical Methods in Engineering, 61 (14), 2428-2460, 2004)",none,cs.NE,Summary24774,0902.1040v2,2009-02-06T09:51:09Z,Fast solving of Weighted Pairing Least-Squares systems,Pierre Courrieu,http://arxiv.org/pdf/0902.1040v2,"Journal of Computational and Applied Mathematics 231, 1 (2009) 39-48",none,cs.MS,Summary24775,0902.1665v1,2009-02-10T14:45:50Z,Novel anisotropic continuum-discrete damage model capable of representing localized failure of massive structures. Part II: identification from tests under heterogeneous stress field,"A. Kucerova, D. Brancherie, A. Ibrahimbegovic, J. Zeman, Z. Bittnar",http://arxiv.org/pdf/0902.1665v1,"Engineering Computations, 26(1/2), 128-144, 2009",none,cs.NE,Summary24776,0902.2420v3,2009-02-14T01:17:03Z,Self-Assembly as Graph Grammar as Distributed System,Aaron Sterling,http://arxiv.org/pdf/0902.2420v3,No journal ref found,none,cs.DC,Summary24777,0902.3631v3,2009-02-20T20:43:58Z,Distributed Agreement in Tile Self-Assembly,Aaron Sterling,http://arxiv.org/pdf/0902.3631v3,No journal ref found,none,cs.DC,Summary24778,0903.1389v1,2009-03-08T04:53:54Z,A Linear Programming Driven Genetic Algorithm for Meta-Scheduling on Utility Grids,"Saurabh Garg, Pramod Konugurthi, Rajkumar Buyya",http://arxiv.org/pdf/0903.1389v1,"Proceedings of the 16th International Conference on Advanced Computing and Communication (ADCOM 2008, IEEE Press, New York, USA), Dec. 14-17, 2008, Chennai, India",none,cs.DC,Summary24779,0905.3771v1,2009-05-22T22:09:59Z,Memory Retrieved from Single Neurons,Subhash Kak,http://arxiv.org/pdf/0905.3771v1,No journal ref found,none,cs.NE,Summary24780,0906.4154v1,2009-06-23T01:54:55Z,Distributed Fault Detection in Sensor Networks using a Recurrent Neural Network,Oliver Obst,http://arxiv.org/pdf/0906.4154v1,No journal ref found,none,cs.NE,Summary24781,0906.4838v1,2009-06-26T04:25:12Z,Forecasting Model for Crude Oil Price Using Artificial Neural Networks and Commodity Futures Prices,"Siddhivinayak Kulkarni, Imad Haidar",http://arxiv.org/pdf/0906.4838v1,"IJCSIS June 2009 Issue, Vol. 2, No. 1",none,cs.NE,Summary24782,0907.1839v1,2009-07-10T15:21:56Z,An Evolved Neural Controller for Bipdedal Walking with Dynamic Balance,"Michael E. Palmer, Daniel B. Miller",http://arxiv.org/pdf/0907.1839v1,"Palmer, M.E. and Miller, D.B. An Evolved Neural Controller for Bipdedal Walking with Dynamic Balance. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2009, Montreal, July 8-12, 2009",none,cs.NE,Summary ================================================ FILE: week07_[recap]_rnn/mtg_card_names.txt ================================================ [1G] Instant: Moonmist [3B] Creature, Spirit: Accursed Spirit [2G] Creature, Human Advisor: Elder of Laurels [1R] Sorcery: Strategy, Schmategy [1WW] Creature, Human Rebel: Ramosian Captain [BR] Enchantment: Ghostly Flame [4W] Creature, Griffin: Peregrine Griffin [2B] Creature, Eldrazi Processor: Wasteland Strangler [W] Instant: Gods Willing [2R] Creature, Insect: Robber Fly [4GG] Instant, Trap: Cobra Trap [R] Sorcery: Shattering Spree [4RR] Creature, Lizard: Ripscale Predator [2UU] Enchantment, Aura: Psychic Possession [1G] Creature, Elf Druid: Devoted Druid [XG] Sorcery: Thrive [None] Conspiracy: Natural Unity [4UUU] Creature, Serpent: Shrouded Serpent [3B] Creature, Horror Spirit: Krovikan Horror [2GG] Enchantment: Aluren [1G] Creature, Spider Mutant: Aquastrand Spider [4R] Creature, Beast: Kranioceros [5] Artifact Creature, Beast: Tangle Hulk [1G] Creature, Beast: Gnarlid Pack [XRR] Sorcery: Rolling Thunder [2WW] Legendary Creature, Kirin Spirit: Celestial Kirin [2UU] Creature, Human: Stronghold Zeppelin [2W] Enchantment: Hold the Gates [4] Artifact: Khalni Gem [2] Artifact, Equipment: True-Faith Censer [None] Land: Blinkmoth Well [4WW] Creature, Human Soldier: Conclave Equenaut [None] Land: Skarrg, the Rage Pits [4U] Enchantment, Aura: Fool's Demise [1WW] Legendary Creature, Cat Cleric: Kemba, Kha Regent [3R] Enchantment: Manabarbs [WB] Creature, Human Cleric: High Priest of Penance [2W] Instant: Fate Forgotten [2BB] Enchantment, Aura: Takklemaggot [5] Artifact: Orbs of Warding [2WW] Sorcery: Day of Judgment [2B] Sorcery: Read the Bones [WWW] Creature, Human Cleric: Master Apothecary [3R] Sorcery: Tectonic Rift [2RGW] Legendary Creature, Beast: Uril, the Miststalker [2U] Creature, Bird Wizard: Warden of Evos Isle [None] Land, Swamp Forest: Overgrown Tomb [1R] Sorcery: Breath of Darigaaz [2GG] Instant: Second Harvest [5RR] Creature, Dragon: Kilnmouth Dragon [3] Artifact: Temur Banner [1W] Creature, Human Monk: Wandering Champion [BB] Creature, Dauthi Soldier: Dauthi Slayer [2B] Creature, Demon: Demonic Taskmaster [5] Artifact Creature, Golem: Pewter Golem [1] Artifact: Candelabra of Tawnos [1U] Sorcery: Press for Answers [3] Artifact: Dynavolt Tower [1B/RB/R] Creature, Horror: Cryptborn Horror [R] Enchantment, Aura: Veteran's Voice [2U] Creature, Drake: Teferi's Drake [XUR] Instant: Mindswipe [None] Creature, Eldrazi Werewolf: Sinuous Predator [1BB] Creature, Wall: Wall of Shadows [1G] Instant: Seedtime [2BB] Creature, Vampire Shaman: Sangromancer [6RR] Creature, Devil Horror: Bedlam Reveler [4B] Creature, Elemental Shaman: Cinderhaze Wretch [3W] Creature, Human Scout: Courageous Outrider [3B] Creature, Elemental: Rotted Hulk [1W] Creature, Human Cleric: Crimson Acolyte [BGU] Enchantment: Sultai Ascendancy [R] Enchantment, Aura: Skin Invasion [2R] Enchantment: Wild Research [B] Sorcery: Call to the Netherworld [1R] Creature, Insect: Shocker [W] Enchantment, Aura: Vigilance [W] Creature, Kithkin Soldier: Cenn's Tactician [3W] Summon, Lady of Proper Etiquette: Miss Demeanor [1U] Instant: Alter Reality [2U] Sorcery: Exhaustion [8R] Sorcery: Dragonstorm [G] Creature, Cat: Mtenda Lion [4RR] Sorcery: Pinnacle of Rage [3GG] Creature, Elemental: Pine Walker [4] Artifact Creature, Chimera: Brass-Talon Chimera [7] Artifact Creature, Angel: Platinum Angel [4BR] Sorcery: Plague Spores [2R] Instant: Sarkhan's Triumph [3B] Enchantment: Raiders' Spoils [2R] Instant: Rack and Ruin [4GG] Creature, Beast: Gruul Nodorog [1B] Instant: Toxic Stench [5G] Creature, Wolf: Fang of the Pack [1U] Creature, Human Artificer: Sage of Lat-Nam [3] Artifact Creature, Scarecrow: Wicker Witch [W] Enchantment, Aura: Glaring Aegis [3] Artifact Creature, Cleric: Blinding Souleater [1UR] Instant: Electrolyze [6U] Creature, Beast: Quicksilver Behemoth [G] Enchantment: Font of Fertility [4G] Creature, Giant: Durkwood Tracker [3G] Creature, Insect: Saber Ants [3W] Creature, Human Soldier: Zealots en-Dal [3BR] Creature, Demon: Master of Cruelties [4B] Creature, Vampire: Treacherous Vampire [2UB] Creature, Vampire Wizard: Duskmantle Seer [None] Land: Thran Quarry [None] Sorcery: Living End [2U] Enchantment, Aura: Chant of the Skifsang [3UR] Sorcery: Master the Way [4GW] Creature, Elf Knight: Steel Leaf Paladin [3W] Creature, Human Cleric: Holy Justiciar [1WW] Enchantment: Tempered Steel [1G] Creature, Kavu: Kavu Predator [1G] Instant: Heavy Fog [1U] Instant, Arcane: Dampen Thought [2R] Creature, Human Cleric Shaman: Storm Shaman [GG] Instant, Arcane: Wear Away [3W] Enchantment: Sphere of Grace [1GGG] Creature, Beast: Fangren Firstborn [2R] Creature, Human Soldier: Opportunist [4RG] Creature, Basilisk: Rock Basilisk [G] Creature, Human Monk: Avacyn's Pilgrim [4RR] Creature, Giant Warrior: Hammerfist Giant [3G] Creature, Troll Mutant: Sporeback Troll [2] Artifact: Cursed Totem [2BB] Creature, Horror: Phyrexian Vatmother [2B] Creature, Human Rogue Rigger: Moriok Rigger [B] Enchantment, Aura: Artificer's Hex [U/P] Sorcery: Gitaxian Probe [3] Artifact: Celestial Prism [3G] Creature, Human Druid: Citanul Hierophants [1W] Creature, Human Soldier: God-Favored General [4U] Creature, Elemental: Talonrend [2] Artifact, Equipment: Bladed Pinions [5] Artifact Creature, Construct: Multiform Wonder [2W] Enchantment: Personal Sanctuary [2U] Creature, Human Pirate: Rishadan Airship [4RR] Sorcery: Burning of Xinye [BR] Creature, Human Shaman: Rix Maadi Guildmage [3GWU] Creature, Elemental Spirit: Storm Spirit [1R] Creature, Dragon: Dragon Hatchling [3GG] Creature, Kavu: Kavu Climber [None] Land, Forest Plains: Temple Garden [1R] Creature, Eldrazi Drone: Immobilizer Eldrazi [1UU] Creature, Faerie Rogue: Dewdrop Spy [2GG] Instant: Lure of Prey [B] Creature, Human Warrior: Zulaport Enforcer [B] Sorcery: Tendrils of Despair [2U] Sorcery: Timetwister [3GG] Creature, Ooze: Acidic Slime [2B] Creature, Zombie: Servant of Tymaret [None] Creature, Demon: Archdemon of Greed [5R] Creature, Elemental: Spitebellows [None] Creature, Werewolf: Krallenhorde Wantons [2R] World Enchantment: Gravity Sphere [G] Creature, Mongoose: Nimble Mongoose [1WWUU] Legendary Creature, Sphinx: Isperia the Inscrutable [1B] Sorcery: Soul Reap [2WW] Enchantment: Humility [None] Land: Bojuka Bog [4WW] Sorcery: Triplicate Spirits [1B] Enchantment, Aura: Dark Favor [2R] Creature, Ogre Warrior: Reckless Brute [1UU] Creature, Human Pirate Warrior: Talas Warrior [5R] Enchantment: Guild Feud [3R] Legendary Creature, Goblin Advisor: Ib Halfheart, Goblin Tactician [2G] Creature, Bear: Pale Bears [1W] Enchantment, Aura: Mantle of Leadership [R] Creature, Goblin Artificer: Goblin Welder [U] Creature, Merfolk Wizard: Cosi's Trickster [G] Snow Creature, Elf Druid: Boreal Druid [G] Instant: Aspect of Hydra [None] Vanguard: Momir Vig, Simic Visionary Avatar [1B] Creature, Spirit: Skulking Ghost [2G] Creature, Centaur Shaman: Loaming Shaman [U] Instant: Glyph of Delusion [3G] Creature, Elf Wizard: Ivy Seer [2W] Creature, Human Cleric: Pulsemage Advocate [3WW] Instant, Trap: Arrow Volley Trap [2R] Instant: Geistblast [None] Plane, Ravnica: Selesnya Loft Gardens [B] Creature, Elemental Shaman: Smolder Initiate [W] Instant: Rain of Blades [1U/RU/R] Enchantment: Mirror Sheen [5] Legendary Artifact: Mirari [3B] Instant: Flatten [4] Creature, Eldrazi Drone: Warden of Geometries [3WW] Creature, Giant Warrior: Stonehewer Giant [U] Enchantment: Psychic Network [7G] Creature, Zombie Treefolk: Ghoultree [5] Artifact Creature, Golem: Dross Golem [3BB] Enchantment: Dictate of Erebos [1W] Instant: Ray of Revelation [2W] Instant: Choking Fumes [3] Artifact: Serum Tank [2G] Instant: Clinging Mists [U] Instant: Chain Stasis [5U] Creature, Human Rogue: Canal Courier [RR] Creature, Dwarf Soldier: Dwarven Lieutenant [3BB] Creature, Faerie Wizard: Puppeteer Clique [2G] Creature, Elf Shaman: Primal Forcemage [1G] Sorcery: Revive [2G] Instant: Reality [R] Creature, Goblin Warrior: Goblin Bushwhacker [2R] Instant, Arcane: Aura Barbs [1U] Instant: Daze [2BB] Legendary Creature, Zombie Warrior: Korlash, Heir to Blackblade [1W] Creature, Zubera Spirit: Silent-Chant Zubera [1WW] Enchantment, Aura: Prison Term [2BB] Creature, Human Soldier: Wei Night Raiders [1B] Creature, Zombie: Crypt Creeper [4RR] Planeswalker, Chandra: Chandra, Flamecaller [2B] Creature, Treefolk Shaman: Black Poplar Shaman [3] Artifact Creature, Construct: Kiln Walker [3UU] Creature, Illusion: Riftwing Cloudskate [2WW] Creature, Bird Soldier: Aven Liberator [2R] Creature, Human Spellshaper: Blaster Mage [None] Creature, Insect Horror: Perfected Form [3U] Creature, Human Spellshaper: Tolarian Sentinel [2WW] Enchantment: Isolation Zone [3G] Creature, Ape: Monkey Monkey Monkey [3] Artifact Creature, Construct: Cathodion [GG] Creature, Elf Warrior: Elvish Warrior [2U] Creature, Human Wizard: Exultant Cultist [4G] Creature, Elemental: Zendikar Farguide [5W] Creature, Bird: Duskrider Peregrine [2B] Creature, Worm Horror: Spined Fluke [1R] Creature, Atog: Atog [U] Instant: Infiltrate [1W] Instant: Mighty Leap [WW] Creature, Fox Samurai: Samurai of the Pale Curtain [WWUUUBB] Sorcery: Brilliant Ultimatum [3B] Sorcery: Kaervek's Hex [2WW] Creature, Angel: Indomitable Archangel [3W] Creature, Unicorn Monger: Wishmonger [1B] Enchantment: Cover of Darkness [2] Artifact: Null Rod [U] Instant: Illusion of Choice [1RR] Instant: Reiterate [2UU] Sorcery: Baki's Curse [UUU] Creature, Elemental: Shorecrasher Elemental [4W] Creature, Human Knight: Faithbearer Paladin [3WB] Creature, Human Knight: Knights of the Black Rose [3UU] Planeswalker, Tezzeret: Tezzeret the Seeker [1R] Enchantment: Font of Ire [1R] Sorcery: Boiling Earth [4G] Creature, Beast: Barkhide Mauler [1UU] Legendary Creature, Human Advisor: Zhuge Jin, Wu Strategist [W] Creature, Human Cleric: Order of the Stars [3R] Enchantment: Blood Mist [3G] Sorcery: Woodland Guidance [4BG] Sorcery: Morbid Bloom [1U] Enchantment, Aura: Creature Bond [1U] Creature, Bird: Augury Owl [1W] Creature, Wall: Sunscape Familiar [3UB] Creature, Horror: Consuming Aberration [3R] Sorcery: Past in Flames [None] Land: Foreboding Ruins [3BB] Creature, Demon: Woebringer Demon [1G] Creature, Faerie: Argothian Pixies [1RG] Creature, Elf Shaman: Godtracker of Jund [G] Creature, Ooze: S.N.O.T. [2R] Creature, Human Knight: Hanweir Lancer [4] Artifact: Grafted Skullcap [3WU] Instant: Fall of the Gavel [3W] Creature, Griffin: Ekundu Griffin [2WU] Planeswalker, Dovin: Dovin Baan [3W] Creature, Bird Soldier: Abzan Skycaptain [1W] Creature, Bird: Wings of the Guard [None] Legendary Land: Karakas [3U] Creature, Spirit: Shimmering Glasskite [2R] Creature, Human Nomad: Ghitu Slinger [4BB] Instant: Haunting Hymn [5UU] Creature, Leviathan: Pearl Lake Ancient [1GWU] Planeswalker, Tamiyo: Tamiyo, Field Researcher [3WW] Sorcery: Winds of Rath [4R] Sorcery: Pyrotechnics [2] Artifact: Talisman of Progress [1B] Creature, Human Spellshaper: Instigator [1BR] Instant: Hit [3BB] Legendary Creature, Demon Spirit: Seizan, Perverter of Truth [2G] Creature, Elemental: Splinterfright [2GG] Sorcery: Splinter [1W] Enchantment, Aura: Nimbus Wings [2WWW] Creature, Human Knight: Pentarch Paladin [2B] Creature, Imp: Fledgling Imp [3U] Creature, Illusion: Phantom Monster [W] Enchantment, Aura: Capashen Standard [2U] Instant: Crippling Chill [2G] Creature, Beast: Cystbearer [1G] Enchantment: Bonds of Mortality [1BB] Creature, Human Warrior: Hired Muscle [4] Artifact Creature, Chimera: Tin-Wing Chimera [6GG] Legendary Creature, Praetor: Vorinclex, Voice of Hunger [2RR] Creature, Beast: Marauding Maulhorn [U] Instant: Swan Song [2W] Creature, Human Warrior: Sandsteppe Outcast [3W] Creature, Human Soldier: Thraben Sentry [4] Artifact: Life Matrix [B] Creature, Human Minion: Duskwalker [3G] Creature, Elf Rogue Ally: Joraga Bard [2B] Creature, Spirit: Kami of the Waning Moon [4R] Enchantment: Bitter Feud [4] Artifact: Krark-Clan Ironworks [2RR] Creature, Giant Warrior: Shatterskull Giant [2GG] Enchantment: Leyline of Vitality [U] Instant: Downsize [5U] Sorcery: Mindculling [4U] Enchantment Creature, Elemental: Thassa's Devourer [2GG] Creature, Wurm: Soul Swallower [3W] Creature, Griffin: Griffin Protector [2W] Enchantment: Penance [2B] Creature, Beast: Grollub [2G] Instant, Arcane: Roar of Jukai [4] Artifact Creature, Thopter: Telethopter [5U] Creature, Spirit: Sibilant Spirit [5W] Creature, Ogre Rebel: Cho-Arrim Bruiser [2W] Creature, Human: Seller of Songbirds [3UUU] Creature, Elemental: Roil Elemental [3BB] Sorcery: Living Death [2G] Enchantment: Retreat to Kazandu [2WW] Legendary Creature, Human Soldier: Odric, Master Tactician [2RWB] Creature, Orc Warrior: Mardu Roughrider [1GU] Creature, Lizard Drake: Drakewing Krasis [WW] Instant: Celestial Flare [RR] Creature, Elemental Warrior: Pyre Charger [1RG] Sorcery: Pure [GG] Creature, Beast: Garruk's Companion [URR] Creature, Goblin Wizard: Goblin Flectomancer [3] Artifact: Orzhov Cluestone [1] Artifact, Equipment: Shard of Broken Glass [R] Creature, Goblin Warrior: Crazed Goblin [2UUBB] Legendary Creature, Human Assassin: Ramses Overdark [2RR] Sorcery: Granulate [2W] Enchantment: Banishing Light [7UUU] Creature, Kraken: Deep-Sea Kraken [B] Creature, Zombie: Maggot Carrier [3RW] Legendary Creature, Angel: Anya, Merciless Angel [2R] Creature, Human Soldier: Hanweir Garrison [2B] Creature, Sliver: Mindwhip Sliver [2W] Creature, Human Soldier: Elder Cathar [3G] Creature, Crocodile: Rootwater Alligator [None] Creature, Werewolf: Ravager of the Fells [4RR] Creature, Manticore: Conquering Manticore [1W] Enchantment, Aura: Grasp of the Hieromancer [2B] Enchantment, Aura: Blessing of Leeches [3GG] Creature, Fungus: Savage Thallid [5W] Sorcery: Sudden Disappearance [3] Artifact Creature, Bird: Junk Diver [U] Enchantment, Aura: Curiosity [5W] Creature, Dragon: Shieldhide Dragon [U] Creature, Human Wizard: Imagecrafter [1U] Creature, Horror: Thing in the Ice [4BB] Legendary Creature, Gorgon: Hythonia the Cruel [XBB] Instant, Arcane: Death Denied [R] Sorcery: Mana Clash [4U] Creature, Illusion: Pulsating Illusion [3RRR] Sorcery: Wake of Destruction [2] Artifact Creature, Beast: Arcbound Ravager [6] Legendary Artifact: Mindslaver [1U] Enchantment: Favorable Winds [2GG] Creature, Beast: Erithizon [W] Creature, Human Soldier: Elite Vanguard [2UU] Creature, Shapeshifter: Identity Thief [4] Artifact, Equipment: Skinwing [U] Creature, Vedalken Wizard: Vedalken Certarch [None] Land, Gate: Izzet Guildgate [UR] Instant: Swerve [1U] Instant: Worldly Counsel [3] Artifact: Atarka Monument [1W] Enchantment: Peace of Mind [2BR] Legendary Creature, Goblin Shaman: Wort, Boggart Auntie [W] Enchantment, Aura: Blue Scarab [3R] Instant: Bring Low [2GG] Creature, Spirit: Rootrunner [3G] Creature, Beast: Creature Guy [4GW] Creature, Spider: Pale Recluse [9] Creature, Eldrazi: Void Winnower [R] Sorcery, Arcane: Crack the Earth [1G] Tribal Enchantment, Treefolk Aura: Lignify [None] Creature, Human: Human [1GG] Creature, Elf Warrior: Viridian Betrayers [1R] Creature, Dwarf: Dwarven Miner [1GG] Creature, Elemental: Our Market Research Shows That Players Like Really Long Card Names So We Made this Card to Have the Absolute Longest Card Name Ever Elemental [2BB] Creature, Zombie: Rank and File [3] Artifact Creature, Scarecrow: Tatterkite [1RR] Creature, Elemental: Hell's Thunder [W] Instant: Stand Firm [1B] Enchantment: Shadows of the Past [4] Artifact: Diamond Kaleidoscope [3] Artifact Creature, Insect: Prakhata Pillar-Bug [1W] Instant: Deicide [2B] Enchantment, Aura: Untamed Hunger [4R] Creature, Badger Beast: Rock Badger [2] Artifact: Marble Diamond [2B] Creature, Bird: Belbe's Percher [3RR] Enchantment: Burning Sands [1W] Creature, Human Cleric: Exiled Doomsayer [1U] Creature, Merfolk Soldier: Vodalian Soldiers [2G/W] Creature, Centaur Warrior: Centaur Safeguard [3U] Sorcery: Mystic Retrieval [None] Land: Arcane Lighthouse [B] Creature, Vampire Assassin: Guul Draz Assassin [B] Creature, Zombie: Carnophage [1GW] Creature, Centaur Cleric: Centaur Healer [3UU] Sorcery: Balance of Power [None] Scheme: The Dead Shall Serve [2G] Creature, Elf Druid: Lifespring Druid [2BR] Legendary Enchantment Creature, God: Mogis, God of Slaughter [2WWB] Sorcery: Culling Sun [4R/GR/GR/G] Creature, Giant Warrior: Loamdragger Giant [1G] Creature, Elf Druid: Servant of the Conduit [2G] Enchantment, Aura: Verdant Field [2R] Sorcery: Shattered Perception [3R] Creature, Human Warrior: Paragon of Fierce Defiance [G] Creature, Human Shaman: Ulvenwald Tracker [2B] Creature, Goblin Shaman: Mad Auntie [2W] Creature, Bird: Apex Hawks [5BB] Creature, Dragon: Deathbringer Regent [1U] Enchantment, Aura: Phantom Wings [W] Instant: Scout's Warning [G/W] Creature, Elf Shaman: Elvish Hexhunter [3U] Creature, Human Wizard: Drownyard Explorers [None] Vanguard: Oracle [1U] Sorcery: See Beyond [3GG] Sorcery: Double Play [2UU] Legendary Creature, Human Rogue: Sakashima the Impostor [4RR] Creature, Elemental: Inferno Elemental [1U] Enchantment: Unifying Theory [1G] Instant: Plummet [3U] Enchantment, Aura: Flight of Fancy [3R] Sorcery: Quenchable Fire [1] Artifact: Sensei's Divining Top [U] Creature, Merfolk: Manta Riders [GG] Creature, Beast: Kalonian Tusker [B] Instant: Cruel Feeding [1W] Enchantment: Circle of Protection: Black [6W] Creature, Angel: Seraph [1BB] Creature, Human Assassin: Royal Assassin [1W] Creature, Bird: Beacon Hawk [None] Land: Vivid Marsh [2G] Creature, Spider: Sporecap Spider [3WU] Creature, Human Scout: Cloudblazer [3WW] Sorcery: Defy Death [1BB] Creature, Human Assassin: Suq'Ata Assassin [1U] Instant: Disdainful Stroke [2U] Creature, Thalakos Soldier Scout: Thalakos Scout [3B] Enchantment, Aura: Mark of the Vampire [4B] Sorcery: Desecrated Earth [1G] Creature, Elf Shaman: Wolf-Skull Shaman [1W] Creature, Human Spellshaper: Tonic Peddler [1R] Sorcery: Arc Trail [4GG] Creature, Hydra: Ulvenwald Hydra [1B] Sorcery: Feast of Blood [2B] Creature, Zombie: Dead Reveler [2R] Creature, Goblin Rogue: Goatnapper [2W] Creature, Human Soldier: Cho-Arrim Legate [2B] Creature, Human Warrior: Slate Street Ruffian [2U] Creature, Merfolk Wizard: Prismwake Merrow [1BBB] Creature, Horror: Shambling Swarm [1UU] Enchantment, Aura: Threads of Disloyalty [B] Creature, Human Cleric: Shadowborn Apostle [2R] Creature, Boar: Gore Swine [W] Sorcery: Steelshaper's Gift [2GG] Creature, Beast: Blastoderm [2R] Instant: Abandon Reason [None] Land: Everglades [R/G] Instant: Guttural Response [1G] Instant: Fog Patch [1BR] Creature, Rat: Sanity Gnawers [None] Creature, Werewolf: Ironfang [GWUB] Creature, Nephilim: Witch-Maw Nephilim [3GG] Sorcery: Incremental Growth [7GG] Instant: Decree of Savagery [2U] Creature, Human Wizard: Artful Looter [4B] Creature, Elemental: Shriekmaw [4] Artifact: Jade Idol [2G] Instant: Invigorate [4G] Creature, Beast: Garruk's Packleader [4R] Enchantment: Witch Hunt [WB] Creature, Human Warrior: Chief of the Edge [None] Vanguard: Lyna [1B] Enchantment: Yawgmoth's Edict [1W] Creature, Cat: Whitemane Lion [None] Creature, Eldrazi Werewolf: Dronepack Kindred [UU] Enchantment: Illusionary Terrain [3U] Instant: Tortoise Formation [1G] Creature, Cat: Lynx [5] Legendary Artifact: Alhammarret's Archive [B] Creature, Devil: Stone-Throwing Devils [3BB] Creature, Spirit: Banshee of the Dread Choir [2BB] Creature, Zombie: Cackling Fiend [G] Creature, Spirit: Hana Kami [XRR] Instant: Magmaquake [RGW] World Enchantment: Winter's Night [G] Creature, Plant: Jaddi Offshoot [1] Artifact, Equipment: Bladed Bracers [5] Artifact: Volrath's Laboratory [1RR] Creature, Minotaur: Hurloon Minotaur [B] Creature, Spirit: Bile Urchin [1] Artifact: Ashnod's Transmogrant [1B] Instant: Doom Blade [3G] Creature, Elemental: Forgotten Ancient [1R] Enchantment, Aura: Keldon Mantle [6] Artifact Creature, Construct: Triskelion [3G] Creature, Spider: Blightwidow [1W] Creature, Kithkin Cleric: Kithkin Zealot [B] Creature, Human Warrior: Bloodsoaked Champion [5] Artifact Creature, Elephant: Bastion Mastodon [3GG] Creature, Elk: Stampeding Elk Herd [3UU] Creature, Illusion: Mistform Shrieker [4WW] Creature, Fox Samurai: Silverstorm Samurai [W] Enchantment, Aura: Guard Duty [2G] Creature, Elf Shaman: Gilt-Leaf Seer [1G] Creature, Snake: Tangle Asp [None] Land: Stalking Stones [2U] Enchantment: High Seas [11] Artifact Creature, Golem: Darksteel Colossus [1] Artifact, Equipment: Stitcher's Graft [1WW] Creature, Human Knight: Knight Exemplar [2W] Creature, Human Soldier: Dauntless Cathar [3R] Creature, Ogre Rogue: Ogre Gatecrasher [None] Legendary Land: Boseiju, Who Shelters All [2B] Sorcery: Deception [None] Enchantment, Aura: Ghastly Haunting [5WUB] Artifact Creature, Sphinx: Sphinx of the Steel Wind [4RR] Creature, Hellion Beast: Crater Hellion [1WW] Instant: Army of Allah [3B] Creature, Human Advisor: Cunning Advisor [8R] Sorcery: Blasphemous Act [2WWW] Enchantment: Near-Death Experience [4R] Creature, Werewolf Horror: Vildin-Pack Outcast [2RR] Sorcery: Reign of Chaos [1BB] Creature, Specter: Hollow Specter [2R] Sorcery: Stensia Banquet [4BB] Creature, Zombie Bird: Aphetto Vulture [1R] Instant: Release the Ants [1U] Instant: Words of Wisdom [2U] Enchantment: Shifting Sky [2] Artifact: Alchemist's Vial [None] Vanguard: Jhoira of the Ghitu Avatar [2W] Creature, Human Warrior: Mardu Hordechief [2B] Creature, Zombie Cleric: Ragamuffyn [3W] Enchantment, Aura: Captured by the Consulate [1B] Creature, Human Soldier: Wei Infantry [5] Artifact Creature, Angel: Copper-Leaf Angel [4B] Sorcery: Fearsome Awakening [1R] Creature, Human Warrior: Borderland Marauder [5UU] Creature, Serpent: Gearseeker Serpent [3R/G] Legendary Creature, Giant Shaman: Rosheen Meanderer [3RG] Enchantment: Predatory Advantage [1B/P] Artifact Creature, Imp: Vault Skirge [2] Artifact: Balm of Restoration [6B] Sorcery: Covenant of Blood [G] Sorcery: Commune with Nature [3R] Creature, Goblin Berserker: Goblin Fire Fiend [B] Sorcery: Shared Trauma [3] Artifact: Spellweaver Helix [1G] Enchantment: Quest for the Gemblades [4WW] Creature, Human Knight: Paladin of Prahv [1R] Creature, Goblin Berserker: Goblin Striker [R] Creature, Vampire: Insolent Neonate [1RG] Planeswalker, Domri: Domri Rade [4] Artifact: Barl's Cage [1BB] Creature, Zombie: Lim-Dul's Cohort [0] Artifact: Urza's Bauble [1W] Enchantment: Rune of Protection: Green [4] Artifact: Erratic Portal [2] Artifact: Golgari Signet [2BB] Instant, Arcane: Hideous Laughter [3B] Creature, Shade Spirit: Darkling Stalker [3] Artifact Creature, Golem: Pillar of War [3] Artifact Creature, Sliver Construct: Sliver Construct [4UU] Creature, Sphinx: Consecrated Sphinx [4WWW] Creature, Angel: Angel of Serenity [4G] Creature, Treefolk: Blanchwood Treefolk [4B] Creature, Horror Mercenary: Primeval Shambler [1WU] Enchantment, Aura: Plumes of Peace [1W] Creature, Cat Soldier: Leonin Den-Guard [W] Instant: Change of Heart [B] Creature, Horror Spellshaper: Ridged Kusite [2B] Creature, Wall: Wall of Blood [2R] Creature, Efreet Shaman: Bloodfire Mentor [3R] Creature, Elemental: Lightning Elemental [2R] Enchantment: Harness the Storm [1] Artifact: Flamecast Wheel [1W] Instant: Shelter [XRR] Instant, Arcane: Blazing Shoal [BG] Creature, Zombie Troll: Lotleth Troll [3W] Enchantment: Retreat to Emeria [1UU] Enchantment: Dictate of Kruphix [3B] Creature, Zombie: Gravebane Zombie [4] Artifact: Triassic Egg [1R] Instant: Burn the Impure [R] Sorcery: Assault Strobe [6G] Creature, Human Artificer: Maul Splicer [9] Creature, Eldrazi: Artisan of Kozilek [3G] Sorcery: Fungal Sprouting [4] Artifact Creature, Golem: Ancestral Statue [2RR] Creature, Elemental: Flame Elemental [3B] Enchantment Creature, Hag: Fate Unraveler [WW] Creature, Kithkin Knight: Knight of Meadowgrain [1G] Creature, Elemental: Glade Watcher [None] Land: Bant Panorama [WB] Instant: Seek [BB] Instant: Geth's Verdict [6UU] Creature, Lhurgoyf: Cognivore [5U] Creature, Serpent: Shoal Serpent [1G] Creature, Elf Druid: Leaf Gilder [1G] Creature, Centaur Archer: Skyshooter [5W] Creature, Human Soldier: Weathered Bodyguards [2U] Enchantment: Eyes of the Watcher [4G] Creature, Beast: Rotted Hystrix [WB] Instant: Executioner's Swing [2] Artifact: Shrine of Piercing Vision [2R] Creature, Satyr Shaman: Satyr Nyx-Smith [5] Artifact, Equipment: Batterskull [4W] Creature, Human Cleric: Karona's Zealot [3BBRR] Legendary Creature, Zombie Dragon: Bladewing the Risen [3G] Sorcery: Pack Hunt [GWU] Legendary Creature, Angel: Jenara, Asura of War [B] Instant: Glyph of Doom [2G] Creature, Lizard: Pygmy Allosaurus [B] Instant: Demonic Consultation [None] Snow Land: Scrying Sheets [1W] Instant: Renounce [2RRR] Legendary Creature, Dragon: Tarox Bladewing [1R] Tribal Instant, Giant: Crush Underfoot [1R] Enchantment, Aura: Pursuit of Flight [W] Instant: Enshrouding Mist [1B] Creature, Mummy: Working Stiff [1WB] Instant: Willing [1G] Instant: Elemental Uprising [3UU] Creature, Beast: Mawcor [8] Planeswalker, Ugin: Ugin, the Spirit Dragon [UU] Enchantment: Sorry [W] Creature, Kithkin Rogue: Goldmeadow Dodger [XW] Instant: Guardian Angel [3BB] Creature, Demon: Archfiend of Depravity [1U] Creature, Merfolk Soldier: Coral Fighters [3GG] Legendary Creature, Spirit: Arashi, the Sky Asunder [5BB] Creature, Demon: Havoc Demon [3B] Creature, Elemental: Desecration Elemental [3U] Instant, Trap: Lethargy Trap [2R] Creature, Kavu: Hooded Kavu [W] Creature, Human Rebel Cleric: Children of Korlis [6UUU] Legendary Creature, Spirit: The Unspeakable [2] Tribal Artifact, Shaman Equipment: Thornbite Staff [6] Artifact Creature, Rhino: Razorfield Rhino [3] Artifact: Seashell Cameo [RGWU] Creature, Nephilim: Ink-Treader Nephilim [1B] Instant: Steal Strength [4] Artifact Creature, Chimera: Lead-Belly Chimera [2G] Creature, Troll Cleric: Hedge Troll [X4] Artifact: Riptide Replicator [2G] Instant: Shredding Winds [2WU] Legendary Creature, Bird Wizard: Kangee, Aerie Keeper [1B] Creature, Shade: Mire Shade [4WW] Creature, Angel: Angel of Fury [2BB] Creature, Rat: Disease Carriers [1] Artifact, Equipment: Explorer's Scope [3G] Creature, Naga Shaman: Sultai Flayer [None] Vanguard: Vampire Nocturnus Avatar [WW] Creature, Horse: Armored Warhorse [3BB] Creature, Horror: Guiltfeeder [None] Land: Temple of Enlightenment [G] Sorcery: Insist [3R] Enchantment: No Quarter [2B] Creature, Volver: Necravolver [None] Land: Reflecting Pool [B] Instant: Coffin Purge [2WW] Instant: Return to Dust [R] Creature, Goblin: Goblin Cadets [3U] Creature, Illusion Beast: Phantom Beast [3GG] Creature, Elf: Ambush Commander [B] Creature, Thrull: Thrull Parasite [1G] Creature, Beast: Brushstrider [2W] Creature, Human Wizard: Umbra Mystic [1G] Creature, Centaur Shaman: Herald of the Pantheon [4GG] Creature, Beast: Tusked Colossodon [1R] Instant: Parch [4U] Creature, Homarid Warrior: Viscerid Deepwalker [2R] Creature, Goblin Warrior: Krark-Clan Grunt [1] Artifact: Conjurer's Bauble [None] Land: Creeping Tar Pit [4W] Enchantment: Boon Reflection [4] Artifact Creature, Wall: Crenellated Wall [1B/R] Creature, Elemental Shaman: Sootstoke Kindler [RG] Creature, Elf Barbarian: Yavimaya Barbarian [2RR] Creature, Giant Shaman: Cragganwick Cremator [2R] Creature, Hound: Blood Hound [2W] Creature, Sliver: Armor Sliver [2WW] Creature, Spirit: Celestial Crusader [1BB] Creature, Snake: Python [1R] Creature, Goblin Shaman: Akki Rockspeaker [2W] Creature, Kor Rebel: Lawbringer [None] Vanguard: Viridian Zealot Avatar [2U] Creature, Merfolk: Rootwater Commando [G] Creature, Elf Druid: Birchlore Rangers [3U] Creature, Illusion: Mirozel [2W/B] Creature, Hag Wizard: Gwyllion Hedge-Mage [3RRGG] Legendary Creature, Elemental: Omnath, Locus of Rage [2UU] Enchantment: Shapeshifter's Marrow [GG] Creature, Fungus: Spore Flower [3G] Creature, Crocodile: Emperor Crocodile [0] Artifact, Equipment: Kite Shield [2R] Summon, Minotaur: Hurloon Wrangler [1U] Creature, Spirit: Guardian of Solitude [6B] Creature, Horror: Delraich [2W] Instant: Borrowed Grace [1U] Instant: Anticipate [3B] Creature, Goblin Shaman: Squeaking Pie Grubfellows [4WWW] Creature, Archon: Vengeful Archon [R] Enchantment, Aura: Incendiary [4G] Enchantment: Sight of the Scalelords [4GG] Creature, Elemental: Greenwarden of Murasa [2G] Sorcery: Trip Wire [3WW] Creature, Human Cleric: Selfless Exorcist [None] Land: Inkmoth Nexus [G] Creature, Human Shaman: Renowned Weaver [4G] Creature, Treefolk Druid: Seedguide Ash [1R] Instant: Molten Frame [2R] Sorcery: Panic Attack [4U] Enchantment Creature, Chimera: Perplexing Chimera [2W] Enchantment: Fanatical Devotion [2R] Creature, Spirit: Brutal Deceiver [R] Instant: Shower of Sparks [None] Land: Balduvian Trading Post [4BR] Instant: Cauldron Dance [3WW] Creature, Angel: Angelic Overseer [6GG] Sorcery: Biorhythm [2RR] Sorcery: Cerebral Eruption [4B] Creature, Rat Ninja: Throat Slitter [3BBR] Creature, Demon: Defiler of Souls [1G] Instant: Lull [1W] Enchantment, Aura: Soul Tithe [1B] Creature, Rat: Rabid Rats [2UU] Creature, Bird Soldier: Aven Smokeweaver [4W] Creature, Bird Soldier: Aven Tactician [3BB] Sorcery: Corpsehatch [1W] Sorcery: Glare of Heresy [2R] Creature, Ogre Samurai Mercenary: Sokenzan Renegade [2] Artifact, Equipment: Sparring Collar [3G] Creature, Incarnation: Brawn [WU] Instant: Hindering Light [2G] Instant: Awaken the Bear [2G] Sorcery: Untamed Wilds [2B] Enchantment, Aura: Aspect of Gorgon [4U] Creature, Illusion: Leyline Phantom [1U] Instant: Perilous Research [3R] Snow Creature, Yeti: Ohran Yeti [6GG] Creature, Beast: Titanic Bulvox [1R] Enchantment, Aura: Bravado [W] Creature, Human Soldier: Kjeldoran Javelineer [2R] Creature, Goblin Rogue: Stinkdrinker Daredevil [2R] Enchantment, Aura: Stonehands [2GG] Creature, Centaur Spirit: Phantom Centaur [1W] Creature, Human Cleric Ally: Serene Steward [3G/U] Instant: Invert the Skies [3GG] Creature, Hydra: Kalonian Hydra [2B] Sorcery: Perish [5URG] Legendary Creature, Elemental: Maelstrom Wanderer [2BB] Enchantment: Demonic Pact [2W] Enchantment, Aura: Bound by Moonsilver [1] Artifact: Voyager Staff [3GG] Sorcery: Parallel Evolution [2B] Sorcery, Arcane: Waking Nightmare [3G] Sorcery: Claws of Wirewood [3U] Instant: Weave Fate [2GG] Sorcery: Venomous Vines [3GG] Creature, Beast: Stomper Cub [2R] Creature, Goblin Warrior: Goblin Rabblemaster [3W] Creature, Angel: Voice of Reason [UB] Creature, Vedalken Zombie: Vedalken Ghoul [3G] Enchantment: Snake Pit [2G] Enchantment: Broken Fall [3R] Creature, Dwarf: Dwarven Driller [3G] Creature, Beast: Timbermaw Larva [3GG] Creature, Insect: Ant Queen [2R] Sorcery: Screaming Fury [5RR] Creature, Avatar: Stalking Vengeance [3W] Creature, Spirit: Blinking Spirit [2U] Creature, Beeble: Bouncing Beebles [None] Land, Plains Island: Hallowed Fountain [None] Vanguard: Enigma Sphinx Avatar [R] Creature, Goblin Shaman: Krark-Clan Shaman [3R] Creature, Goblin Mutant: Goblin Goon [3W] Instant: Divine Verdict [3W] Sorcery: Divine Congregation [3U] Creature, Bird: Stormwatch Eagle [3B] Creature, Imp: Crazed Skirge [2B] Creature, Horror: Blistergrub [1U] Creature, Human Pirate: Talas Merchant [3U] Creature, Moonfolk Wizard: Oboro Envoy [None] Land: City of Shadows [3U] Instant: Domineering Will [2W] Creature, Pegasus: Pegasus Charger [1W] Enchantment, Aura: Heroic Defiance [1B] Enchantment, Aura: Ordeal of Erebos [2R] Instant: Tail Slash [W] Enchantment, Aura: Green Ward [4] Artifact Creature, Shapeshifter: Sentinel [3W] Creature, Wall: Wall of Swords [U] Sorcery: Personal Tutor [2B] Sorcery: Recover [1WW] Sorcery: Marshaling Cry [G] Instant: Warriors' Lesson [3U] Enchantment: Zur's Weirding [3GU] Enchantment: Malignant Growth [XRW] Instant: Captain's Maneuver [2U] Enchantment: Ceta Sanctuary [2] Artifact: Kraken's Eye [1R] Creature, Goblin Mime: Goblin Mime [1G] Creature, Wolf: Wandering Wolf [2G] Legendary Creature, Elemental: Omnath, Locus of Mana [1B] Creature, Ooze: Vile Bile [1W] Enchantment Creature, Human Soldier: Aegis of the Gods [1WU] Creature, Spirit: Sky Spirit [U] Instant: Brainstorm [2R] Instant: Demoralize [3U] Sorcery: Juxtapose [8BB] Creature, Demon Child: Infernal Spawn of Infernal Spawn of Evil [1U] Creature, Faerie Wizard: Indigo Faerie [1B] Creature, Human Wizard: Pain Seer [3R] Creature, Orc Shaman: Mardu Warshrieker [G] Sorcery: Rofellos's Gift [3] Artifact, Equipment: Pennon Blade [WUB] Artifact Creature, Vedalken Wizard: Esper Sojourners [2GG] World Enchantment: Living Plane [2] Artifact: Perpetual Timepiece [RR] Sorcery: Skullscorch [2W] Enchantment: Dega Sanctuary [1R] Instant: Fists of the Anvil [2R] Instant: Thunderclap [3W] Creature, Human Knight: Kabira Vindicator [2WW] Creature, Human Knight: Riders of Gavony [4BB] Sorcery: Neverending Torment [2G] Instant: Harrow [GG] Creature, Human Soldier: Scaleguard Sentinels [1WW] Instant: Wing Shards [2R] Creature, Elemental Shaman: Rage Forger [3] Artifact: Honor-Worn Shaku [3] Artifact Creature, Construct: Deal Broker [3] Artifact: Rakdos Keyrune [3WW] Creature, Human Knight: Gustcloak Cavalier [3U] Creature, Cephalid: Cephalid Sage [1R] Creature, Human Barbarian Beast: Barbarian Outcast [2BB] Creature, Spirit: Vampiric Spirit [2GG] Enchantment, Aura: Gaea's Embrace [2BB] Creature, Zombie Warrior: Risen Executioner [1R] Instant, Arcane: Crushing Pain [3R] Creature, Minotaur: Anaba Bodyguard [W] Enchantment: Reconnaissance [1R] Creature, Human Soldier: Veteran Brawlers [None] Land: Kazandu Refuge [1G] Creature, Human Monk: Humble Budoka [3R] Enchantment: Tooth and Claw [1W] Enchantment: Island Sanctuary [1W] Instant: Bathe in Light [2G] Creature, Spider: Gloomwidow [1RR] Creature, Human Barbarian Shaman: Dragonspeaker Shaman [4RR] Sorcery: Blood Feud [G] Creature, Lizard: Basking Rootwalla [None] Land: Temple of Abandon [1BB] Sorcery: Demonic Attorney [5BB] Sorcery: Ichor Explosion [2] Artifact: Talisman of Impulse [U/B] Instant: Dream Salvage [U] Creature, Human Wizard: Cathartic Adept [None] Conspiracy: Echoing Boon [2W] Creature, Human Soldier: Palace Guard [2W] Instant: Prismatic Strands [1WW] Creature, Elemental: Flickerwisp [None] Land: Myriad Landscape [4W] Creature, Elephant: Siege Mastodon [5RR] Sorcery: Devastation [3] Artifact: Proteus Staff [4G] Creature, Rhino: Stampeding Rhino [5U] Instant: Chronostutter [2U] Instant: Rethink [2BR] Creature, Vampire: Falkenrath Aristocrat [G] Instant: Autumn's Veil [R] Instant: Incite [4] Artifact Creature, Construct: Viseling [XR] Sorcery: Devil's Play [None] Land: Woodland Cemetery [2] Artifact: Thumbscrews [3UU] Instant, Trap: Whiplash Trap [None] Creature, Horror: Unholy Fiend [2UB] Creature, Eldrazi Processor: Ulamog's Nullifier [None] Plane, Ravnica: Grand Ossuary [2W] Creature, Human Soldier: Surging Sentinels [3GG] Creature, Hydra: Phyrexian Hydra [4GG] Instant, Trap: Summoning Trap [1W] Creature, Bird: Skyshroud Falcon [3GG] Enchantment: Nature's Revolt [3RR] Instant: Cinder Cloud [1U] Instant: Suffocation [5] Artifact Creature, Insect: Mantis Engine [3UB] Legendary Creature, Zombie Warrior: Grimgrin, Corpse-Born [4B] Sorcery: Necromantic Summons [2W] Sorcery: Rousing of Souls [None] Land: Heart of Yavimaya [2B] Creature, Spirit: Thief of Hope [2R] Enchantment: Ancient Runes [4W] Legendary Creature, Human Ally: General Tazri [None] Land: Razorverge Thicket [4GG] Creature, Snake: Nemesis of Mortals [1UU] Instant: Void Shatter [3U] Sorcery: Taigam's Strike [3R] Sorcery: Surreal Memoir [2W] Sorcery: Lingering Souls [1R] Creature, Kobold: Kobold Taskmaster [None] Legendary Land: Shinka, the Bloodsoaked Keep [2B] Sorcery: Last Rites [2WU] Creature, Human Child: Meddling Kids [3UU] Sorcery: Aether Gale [5UU] Creature, Elemental: Blizzard Elemental [UUUU] Enchantment: Invoke Prejudice [4G] Creature, Beast: Thragtusk [G] Instant: Might of Old Krosa [1R] Sorcery: Roast [3U] Creature, Shapeshifter: Stunt Double [R] Creature, Goblin: Skirk Prospector [1GG] Instant: Hail Storm [1U] Creature, Human Wizard: Dragon's Eye Savants [3R] Creature, Beast: Shivan Wumpus [2B] Instant, Arcane: Rend Flesh [4RR] Creature, Spirit: Earthshaker [2G] Creature, Elf Shaman: Viridian Shaman [1UU] Creature, Jellyfish: Dormant Gomazoa [1WB] Artifact Creature, Human Wizard: Vectis Dominator [3BB] Creature, Zombie: Dread Wight [5B] Creature, Zombie Giant: Grixis Slavedriver [3W] Enchantment: Angelic Accord [3UB] Legendary Creature, Vampire: Mirko Vosk, Mind Drinker [3U] Creature, Fish: Windrider Eel [3G] Sorcery: Taste of Paradise [2] Artifact, Equipment: Warmonger's Chariot [3GG] Creature, Wolverine: Rabid Wolverines [2GG] Legendary Creature, Snake Warrior: Sosuke, Son of Seshiro [W] Enchantment, Aura: Flickering Ward [GU] Creature, Elf Wizard: Zameck Guildmage [1WW] Creature, Angel: Emancipation Angel [1] Artifact: Grafdigger's Cage [2W] Instant: Just Fate [1WU] Creature, Human Wizard: Reflector Mage [3] Artifact: Coalition Relic [1BBB] Creature, Zombie: The Fallen [1U] Sorcery: Mind Sculpt [1U] Instant: Telling Time [7] Artifact: Mirror Mirror [R] Instant: Crush [1WW] Enchantment: Story Circle [2U] Sorcery: Wistful Thinking [4WW] Legendary Creature, Human Soldier: Darien, King of Kjeldor [None] Plane, Kamigawa: Takenuma [1W] Creature, Griffin: Fledgling Griffin [W] Enchantment, Aura: Animate Wall [1G] Enchantment: Forgotten Harvest [1G] Creature, Eldrazi Drone: Stalking Drone [2G] Creature, Wolf: Lone Wolf [1W] Enchantment, Aura: Eland Umbra [1B] Instant: Feast of Dreams [4] Artifact Creature, Shapeshifter: Primal Clay [5] Artifact: Mirror of Fate [B] Enchantment, Aura: Weakness [4UBR] Creature, Vampire: Blood Tyrant [1R] Instant: Sonic Burst [UU] Enchantment: Declaration of Naught [R] Creature, Goblin: Goblin Swine-Rider [None] Land: Horizon Canopy [4] Artifact: Well of Lost Dreams [1BR] Creature, Atog: Sarcatog [3BB] Legendary Creature, Horror: Gallowbraid [1WW] Creature, Human Cleric: Thraben Doomsayer [W] Sorcery: Wake the Reflections [2RR] Sorcery: Retribution [B] Enchantment: Illness in the Ranks [3B] Enchantment, Aura: Parasitic Implant [4B] Creature, Zombie: Rotting Legion [2R] Enchantment: Planar Chaos [4] Artifact: Blue Mana Battery [None] Land: Mishra's Factory [1G] Enchantment, Aura: Armor of Thorns [3W] Creature, Elephant: Rampant Elephant [3G] Instant: Dragonscale Boon [1W] Creature, Cat Soldier: Leonin Shikari [None] Land: Ghitu Encampment [5RRR] Sorcery: Insurrection [4BB] Creature, Horror: Void Maw [5UR] Enchantment: Cloven Casting [2G] Creature, Insect Worm: Coiling Woodworm [R] Instant: Coordinated Assault [1W] Instant: Urgent Exorcism [4RR] Creature, Insect: Flameborn Viron [4WW] Creature, Human Samurai: Samurai Enforcers [1BBB] Creature, Vampire: Vampire Nocturnus [None] Land: Crystal Quarry [2U] Creature, Faerie Scout: Silkwing Scout [G] Creature, Human: Warden of the First Tree [1W] Creature, Human Warrior: Lightwalker [3BB] Creature, Minotaur Shaman: Warchanter of Mogis [None] Creature, Werewolf: Timber Shredder [5R] Sorcery: Rally the Horde [3WBB] Creature, Angel: Deathpact Angel [4B] Creature, Horror: Horror of the Dim [R] Creature, Lizard: Skitter of Lizards [4R/P] Artifact: Rage Extractor [1GU] Creature, Human Wizard: Biovisionary [2WW] Enchantment, Aura: Holy Mantle [2GG] Creature, Treefolk: Lumberknot [4RR] Creature, Dragon: Two-Headed Dragon [G] Enchantment: Sylvan Echoes [2W] Creature, Human Nomad Cleric: Nomad Mythmaker [3UU] Enchantment: Energy Vortex [1BB] Sorcery: Dead Reckoning [2W] Enchantment: Phyrexian Unlife [1] Artifact: Elixir of Immortality [3B/GB/GB/G] Creature, Insect Horror: Gleancrawler [W] Instant: Defiant Strike [3RR] Planeswalker, Sarkhan: Sarkhan, the Dragonspeaker [3UR] Creature, Minotaur Wizard: Minotaur Illusionist [3BR] Legendary Creature, Zombie Wizard: Boris Devilboon [2W] Enchantment, Aura: Gift of Immortality [BBB] Sorcery: Infernal Contract [1WW] Creature, Human Cleric Avatar: Transcendent Master [1W] Creature, Cat Monk: Enlightened Ascetic [None] Vanguard: Diamond Faerie Avatar [UB] Creature, Siren: Shipwreck Singer [U] Instant: Peek [G] Sorcery: False Mourning [4B] Creature, Shade: Nightwing Shade [G] Instant: Undergrowth [1BB] Enchantment, Aura: Relic Bane [RW] Creature, Human Artificer: Flamewright [2W] Creature, Human Cleric: Samite Elder [4U] Creature, Spirit: Shinen of Flight's Wings [4RR] Creature, Phoenix: Skarrgan Firebird [3B] Creature, Zombie: Undead Executioner [BBBB] Enchantment: Nefarious Lich [2R] Creature, Elemental Warrior: Inner-Flame Igniter [5GW] Creature, Cat Beast Spirit: Phantom Nishoba [3GGG] Legendary Creature, Cat Warrior: Jedit Ojanen of Efrava [3BB] Creature, Zombie: Phyrexian Delver [R/GR/GR/G] Creature, Goblin Warrior: Boggart Ram-Gang [5BBB] Creature, Demon: Liege of the Pit [2U] Sorcery: Chill of Foreboding [None] Basic Snow Land, Island: Snow-Covered Island [B] Creature, Avatar: Death's Shadow [0] Artifact: Fountain of Youth [4] Artifact: Helm of Obedience [1G] Creature, Elf Warrior: Dwynen's Elite [WW] Creature, Human Soldier: Phalanx Leader [5] Artifact Creature, Golem: Sand Golem [2G] Enchantment: Beastmaster Ascension [1G] Enchantment: Hidden Stag [3BBB] Creature, Demon: Reaper from the Abyss [6W] Creature, Giant Wizard: Arbiter of Knollridge [3G] Creature, Elephant: Wild Elephant [3G] Creature, Fungus Beast: Mold Shambler [1G] Creature, Insect: Skylasher [3B] Creature, Human Wizard: Nightshade Seer [XWW] Instant: Unexpectedly Absent [4GG] Creature, Basilisk Mutant: Simic Basilisk [X2UB] Sorcery: Reap Intellect [3W] Creature, Elk: Great Hart [WW] Enchantment: I'm Rubber, You're Glue [3UU] Sorcery: Essence Fracture [6GG] Creature, Elemental: Walker of the Grove [5] Artifact: Dragon Arch [W] Enchantment Creature, Human Soldier: Nyxborn Shieldmate [6] Artifact Creature, Construct: Tetravus [None] Vanguard: Oni of Wild Places Avatar [3R] Creature, Human Warrior: Maulfist Doorbuster [4U] Creature, Snake: Broodbirth Viper [3B] Sorcery: Ambition's Cost [3WW] Creature, Griffin: Silverclaw Griffin [4BB] Creature, Spirit: Kami of Lunacy [G] Enchantment: Hidden Spider [B] Sorcery: Mind Peel [2W] Creature, Human Advisor: Loyal Retainers [1W] Legendary Creature, Spirit: Kataki, War's Wage [4] Artifact Creature, Myr: Myr Quadropod [2UR] Creature, Human Artificer: Reclusive Artificer [W] Instant: Death Ward [UB] Artifact: Time Sieve [2RR] Creature, Kavu: Kavu Monarch [GGG] Creature, Insect: Unyaro Bees [R] Creature, Goblin Shaman: Goblin Chirurgeon [3G] Creature, Elf Avatar: Heedless One [2WUU] Instant: Swift Silence [1G] Creature, Insect Druid: Broodhatch Nantuko [4G/UG/U] Sorcery: Spitting Image [1R] Creature, Goblin: Goblin Lookout [4UU] Creature, Shapeshifter: Aetherling [7WW] Sorcery: Blessed Wind [1W] Instant: Blessed Wine [1U] Instant: Evasive Action [2B] Sorcery: Buried Alive [3W] Enchantment: Light of Day [None] Sorcery: Wheel of Fate [3] Artifact: Moonglove Extract [1R] Enchantment: Impact Tremors [4G] Creature, Human Soldier: Meng Huo's Horde [G] Creature, Wolf: Timber Wolves [2] Artifact, Equipment: Healer's Headdress [6G] Creature, Wurm: Havenwood Wurm [2G] Instant: Natural Connection [1G] Creature, Dryad: Quirion Dryad [2G] Instant: Filigree Fracture [4R] Creature, Hellion Beast: Flowstone Hellion [2BB] Instant: Sewers of Estark [1RG] Creature, Elemental: Wilderness Elemental [3G] Enchantment, Aura: Dawn's Reflection [None] Land: Vivid Meadow [3RR] Creature, Ogre Warrior: Barrage Ogre [1UU] Creature, Crab: Ancient Crab [R] Sorcery: Mugging [4GG] Creature, Eldrazi Drone: Brood Monitor [WW] Creature, Cat Cleric: Leonin Relic-Warder [5RR] Creature, Giant: Fleshpulper Giant [2W] Creature, Human Druid Wizard: Sunseed Nurturer [None] Land: Sandstone Needle [5GGG] Creature, Beast: Craterhoof Behemoth [3WW] Creature, Archon: Archon of Redemption [R] Creature, Ape Shaman: Gorilla Shaman [2R] Creature, Human Warrior: Deputized Protester [1B] Instant: Withering Boon [1U] Instant: Spell Rupture [3] Artifact: Misers' Cage [1W] Creature, Kithkin Soldier: Kithkin Shielddare [BB] Creature, Demon: Treacherous Pit-Dweller [4R] Instant: Thermal Blast [3U] Sorcery: Voidwalk [3RR] Creature, Hydra: Spitting Hydra [6G] Sorcery: Howl of the Night Pack [3W] Enchantment: Proper Burial [3U] Instant: Blessed Reincarnation [2B] Creature, Human Assassin: Orzhov Euthanist [BRGW] Creature, Nephilim: Dune-Brood Nephilim [3BBB] Creature, Demon: Hellcarver Demon [W] Sorcery: Prismatic Wardrobe [4B] Creature, Zombie: Drakestown Forgotten [3G] Instant: Might Beyond Reason [2R/G] Creature, Goblin Warrior Shaman: Tattermunge Duo [4WW] Creature, Dragon: Alabaster Dragon [XR] Creature, Elemental Serpent: Lightning Serpent [None] Land: Command Beacon [BB] Creature, Human Rebel Rogue: Dunerider Outlaw [3WW] Sorcery: Landbind Ritual [B] Instant: Virulent Wound [4RR] Creature, Dragon: Warmonger Hellkite [1] Artifact: Aether Spellbomb [1B] Enchantment Creature, Insect: Brain Maggot [2W] Enchantment, Aura: Asha's Favor [2GGG] Creature, Elemental: Primeval Force [5] Artifact Creature, Dragon Wurm: Henge Guardian [1WW] Legendary Creature, Human Nomad: Pianna, Nomad Captain [4W] Sorcery: Iona's Judgment [None] Legendary Snow Land: Dark Depths [2G] Enchantment: Kavu Lair [2B] Creature, Zombie Cyclops: Putrid Cyclops [4GG] Creature, Wurm: Pathbreaker Wurm [5] Artifact: Ring of Ma'ruf [B] Creature, Zombie: Dreadwing [5GGG] Creature, Treefolk Shaman: Woodfall Primus [GU] Creature, Human Rogue: Jhessian Infiltrator [1B] Creature, Human Warrior: Mardu Skullhunter [UU] Enchantment: Counterbalance [4UR] Legendary Creature, Sphinx Wizard: Arjun, the Shifting Flame [3UU] Creature, Djinn: Djinn of Wishes [G] Instant: Avoid Fate [3URW] Creature, Efreet Monk: Efreet Weaponmaster [1RR] Enchantment: Sulfuric Vortex [2WW] Creature, Human Knight: Cloud Crusader [2UU] Creature, Bird: Thieving Magpie [2W] Creature, Human Knight: Alaborn Veteran [3BBB] Creature, Horror: Dread Reaper [2GG] Creature, Cat: Wild Leotau [2R] Instant: Seismic Strike [1G] Sorcery: Three Visits [2R] Enchantment, Aura: Fatal Attraction [1W] Instant: Expose Evil [2G] Instant: Falling Timber [1B] Creature, Vampire: Carrier Thrall [3RR] Creature, Nightmare Orgg: Soulgorger Orgg [U] Sorcery: Mystic Speculation [2] Artifact, Equipment: Slab Hammer [5] Artifact: Lich's Mirror [3R] Creature, Wurm: Belligerent Whiptail [BG] Sorcery: Kin-Tree Invocation [1B] Sorcery: Decompose [3GG] Creature, Horror: Putrefax [1R] Creature, Goblin Artificer: Goblin Tinkerer [2R] Creature, Minotaur Berserker: Minotaur Skullcleaver [RRR] Creature, Elemental: War Elemental [None] Scheme: Approach My Molten Realm [3U/RU/RU/R] Creature, Horror: Mindwrack Liege [4U] Creature, Elemental Spirit: Wind Spirit [2U] Instant: Second Sight [3GG] Instant: Accelerated Mutation [4] Artifact: Mishra's Groundbreaker [None] Land: Meteor Crater [2U] Creature, Elemental: Time Elemental [1WW] Enchantment: Always Watching [3UU] Enchantment: Psychic Allergy [1GG] Creature, Boar: Warthog [None] Land: Mossfire Valley [2GG] Creature, Wolf Spirit: Pack Guardian [1GG] Creature, Brushwagg: Brushwagg [5R] Creature, Elemental Boar Beast: Goretusk Firebeast [2R] Creature, Human Shaman: Stormcaller of Keranos [3W] Sorcery: Great Teacher's Decree [B] Creature, Human Rogue: Rag Dealer [5R] Creature, Human Samurai: Ronin Cavekeeper [2R] Instant: Scrap [3UUBB] Creature, Demon Ninja: Silent-Blade Oni [1R] Creature, Goblin Warrior: Rustrazor Butcher [4G] Sorcery: Nissa's Expedition [7UU] Creature, Leviathan: Breaching Leviathan [BG] Creature, Cat Demon: Rakshasa Deathdealer [4G] Creature, Wurm: Plated Wurm [4] Artifact: Slate of Ancestry [2] Artifact, Equipment: Vanguard's Shield [None] Land: Blighted Steppe [1BB] Creature, Zombie Barbarian: Undead Gladiator [1R] Creature, Minotaur Berserker: Deathbellow Raider [4GG] Enchantment Creature, Elemental: Humbler of Mortals [3] Artifact: Darksteel Ingot [4RR] Enchantment: Territorial Dispute [None] Creature, Human Shaman: Demon-Possessed Witch [XW] Instant: Who [W] Creature, Human: Kelsinko Ranger [2R] Enchantment, Aura: Vow of Lightning [2U] Creature, Human Rogue: Jhessian Thief [R] Instant: Furious Resistance [1R] Creature, Sliver: Heart Sliver [3] Artifact: Jalum Tome [1UU] Enchantment, Aura: Encrust [2R] Enchantment: Aggravated Assault [3W] Creature, Spirit: Flickering Spirit [2R] Creature, Volver: Rakavolver [1B] Creature, Zombie Giant: Rotting Giant [2GG] Creature, Human Shaman Werewolf: Ulvenwald Mystics [1U] Creature, Elk: Wetland Sambar [1G] Instant: Why [6RR] Instant: Boulderfall [1W] Instant: Forfend [3GG] Creature, Elemental: Thicket Elemental [U] Enchantment, Aura: Sigil of Sleep [1U] Instant: Lat-Nam's Legacy [2] Artifact: Ashnod's Cylix [2WU] Legendary Creature, Human Advisor: Grand Arbiter Augustin IV [R] Creature, Orc Warrior: Orcish Captain [1RGW] Legendary Creature, Human Warrior: Jacques le Vert [3R] Creature, Cleric: Tormentor Exarch [WU] Legendary Creature, Merfolk Wizard: Sygg, River Guide [2G] Enchantment: Molting Skin [B] Creature, Vampire Rogue: Vampire Cutthroat [None] Legendary Land: Hall of the Bandit Lord [None] Land: Crucible of the Spirit Dragon [2G] Sorcery: Kruphix's Insight [3GG] Creature, Spider: Spitting Spider [3W] Enchantment, Aura: Siegecraft [3UU] Creature, Bird Soldier Wizard: Aven Windreader [2B] Creature, Human Warrior: Fleshgrafter [1GW] Creature, Elephant Soldier: Loxodon Smiter [W] Legendary Creature, Human Soldier: Kytheon, Hero of Akros [5G] Creature, Wurm: Johtull Wurm [0] Artifact: Gustha's Scepter [1U] Enchantment: Artificer's Intuition [W] Instant: Mortal's Ardor [2BR] Creature, Rat: Hellhole Rats [G/P] Instant: Noxious Revival [1] Artifact, Equipment: Blazing Torch [None] Ongoing Scheme: Nothing Can Stop Me Now [2RR] Legendary Creature, Human Artificer: Pia and Kiran Nalaar [4RR] Instant: Pyrokinesis [1BB] Creature, Efreet: Junun Efreet [UUU] Instant: Teleport [4B] Creature, Thrull: Thrull Champion [1U] Enchantment: Hesitation [2RR] Sorcery: Rekindled Flame [X1U] Instant: Flash of Insight [W] Creature, Human Soldier: Eager Cadet [2] Artifact: Tsabo's Web [2R] Enchantment, Aura Curse: Curse of the Nightly Hunt [R] Enchantment, Aura: Flowstone Blade [6R] Creature, Beast: Shaleskin Bruiser [5U] Creature, Serpent: Dirgur Nemesis [G] Enchantment, Aura: Instill Energy [2B] Creature, Zombie Treefolk: Black Oak of Odunos [3BB] Creature, Vampire Warrior: Bleak Coven Vampires [R] Creature, Human Wizard: Grim Lavamancer [R] Instant: Needle Drop [3UU] Legendary Creature, Merfolk: Empress Galina [2G] Creature, Human: Cartographer [2WW] Planeswalker, Gideon: Gideon, Ally of Zendikar [2GG] Creature, Leech: Jade Leech [B] Sorcery: Feast of Flesh [None] Conspiracy: Secret Summoning [4GG] Legendary Creature, Human Druid: Kamahl, Fist of Krosa [4B] Legendary Creature, Human Wizard: Grandmother Sengir [1W] Enchantment, Aura: Stasis Cocoon [R] Instant: Collateral Damage [2GW] Creature, Elf Druid Ally: Grovetender Druids [2R] Creature, Goblin Mutant: Flamewave Invoker [4] Artifact: Thran Weaponry [3WW] Creature, Human Soldier: Staunch Defenders [2] Artifact Creature, Horror: Spellskite [5] Artifact: Minion Reflector [1U] Creature, Bird: Storm Crow [4W] Creature, Kor Spirit: Ghostly Sentinel [U] Sorcery: Rush of Ice [W] Sorcery: Benediction of Moons [None] Snow Land: Frost Marsh [W] Enchantment, Aura: Mortal Obstinacy [3] Artifact Creature, Thopter: Pilgrim's Eye [2B] Instant: Last Kiss [RR] Creature, Human Shaman: Dragon Whisperer [1R] Enchantment, Aura: Talons of Falkenrath [UU] Creature, Illusion: Mistfolk [2G] Enchantment, Aura: Verdant Haven [4WW] Creature, Angel: Deathless Angel [3RR] Creature, Vampire Warrior: Falkenrath Marauders [3W] Creature, Human Soldier: Ranger of Eos [2UB] Enchantment: Seer's Vision [WW] Creature, Human Soldier: Icatian Lieutenant [5G] Instant: Sylvan Bounty [1B] Tribal Enchantment, Elf: Prowess of the Fair [4U] Creature, Bird: Screaming Seahawk [3R] Sorcery: Earth Rift [3] Artifact: Golgari Cluestone [3] Artifact: Nine-Ringed Bo [4U] Instant: Blinding Spray [G] Instant: Mending Touch [2B] Instant: Necrobite [2U] Sorcery: Divination [2BB] Enchantment: Night Dealings [GW] Creature, Elemental: Voice of Resurgence [1W] Creature, Human Soldier: Master Decoy [1R/G] Instant: Pit Fight [1U] Creature, Spirit Bird: Mindshrieker [BB] Sorcery: Soul Exchange [R] Enchantment: Mass Hysteria [1U] Instant: Neutralizing Blast [R] Creature, Goblin Shaman: Dragon's Herald [3G] Planeswalker, Garruk: Garruk Relentless [1W] Creature, Human Knight: Knight Errant [1U/B] Sorcery: Scarscale Ritual [1R] Creature, Goblin: Bazaar Trader [WB] Sorcery: Gerrard's Verdict [3] Artifact: My First Tome [5U] Creature, Eldrazi: Deepfathom Skulker [2UU] Creature, Spirit: Dungeon Geists [4B] Creature, Slug: Catacomb Slug [1W] Creature, Human Nomad Mystic: Mystic Visionary [4] Artifact: Golgothian Sylex [2W/UW/U] Instant: Mirrorweave [2BB] Legendary Creature, Elemental Shaman: Ashling, the Extinguisher [3GG] Creature, Ox: Ironhoof Ox [2B] Sorcery: Suppress [5BB] Creature, Demon: Abhorrent Overlord [3U] Creature, Metathran: Living Airship [1W] Creature, Human Soldier: Catapult Squad [1G] Creature, Snake: Ambush Viper [G] Creature, Human Wizard: Ana Disciple [1R] Creature, Insect: Plated Geopede [2B] Sorcery: Rhystic Tutor [2] Artifact Creature, Slith: Arcbound Slith [None] Scheme: Only Blood Ends Your Nightmares [3] Artifact: Boros Cluestone [1U] Creature, Illusion: Narcomoeba [None] Land: Temple of Mystery [4] Artifact Creature, Sheep: Rustspore Ram [5B] Creature, Serpent: Bog Serpent [2] Artifact: Shrine of Burning Rage [W] Instant: Demystify [G] Instant: Wirewood Pride [4B] Sorcery: Destroy the Evidence [7] Artifact Creature, Shapeshifter: Death-Mask Duplicant [2G] Creature, Insect: Hornet Nest [1G] Creature, Human Shaman: Whisperer of the Wilds [2RR] Creature, Dragon: Nalathni Dragon [3RR] Creature, Beast: Electryte [3W] Creature, Cleric Avatar: Doubtless One [1U] Enchantment: Unnatural Selection [1W] Creature, Kor Scout: Marsh Threader [4GW] Creature, Dragon: Enduring Scalelord [3R] Instant: Dance with Devils [BR] Creature, Rat: Gobhobbler Rats [2G] Creature, Frog: Chub Toad [2UR] Creature, Chimera: Stormchaser Chimera [1R] Instant: Fall of the Hammer [3G] Creature, Beast: Hunted Wumpus [4BB] Sorcery: Rain of Daggers [3UR] Legendary Enchantment Creature, God: Keranos, God of Storms [2] Artifact: Scroll Rack [3UB] Creature, Leviathan Horror: Nemesis of Reason [3U] Creature, Wizard Avatar: Nameless One [None] Plane, Shadowmoor: Raven's Run [3W] Enchantment, Aura: Conclave's Blessing [3G/P] Artifact: Birthing Pod [1U] Instant: Reality Shift [2B] Instant: Krovikan Rot [2G/UW] Creature, Bird: Messenger Falcons [BB] Sorcery: Smallpox [2U] Creature, Leech: Jorubai Murk Lurker [1G] Creature, Mongoose: Karoo Meerkat [3G] Creature, Human Druid Warrior: Drumhunter [1RWU] Legendary Creature, Giant Warrior: Ruhan of the Fomori [2W] Creature, Human Wizard: Gustrider Exuberant [3RRR] Creature, Dragon: Moonveil Dragon [2GG] Enchantment: Seed the Land [1R] Enchantment: Goblin Kites [3B] Creature, Human Wizard: Blightcaster [3BRG] Legendary Creature, Giant Warrior: Bartel Runeaxe [2U] Creature, Vedalken Wizard: Vedalken Plotter [1R] Enchantment, Aura: Ghitu Firebreathing [5WWW] Creature, Elemental: Celestial Force [5UU] Tribal Sorcery, Rogue: Knowledge Exploitation [3] Artifact Creature, Insect: Ferropede [None] Creature, Elf Warrior: Elf Warrior [1W] Instant: Skillful Lunge [2UU] Instant: Turnabout [3B] Sorcery: Blood Tithe [2W] Creature, Human Soldier: Nightguard Patrol [1B] Instant: Tainted Pact [U] Instant: Thermal Flux [W/B] Enchantment, Aura: Edge of the Divinity [None] Creature, Werewolf: Howlpack Alpha [1G] Enchantment: Root Cage [1U] Instant: Rebound [2R] Creature, Ogre: Hulking Ogre [1B] Instant: Plunge into Darkness [4R] Instant: Cleansing Beam [1W] Enchantment: First Come, First Served [1WW] Creature, Human Cleric: Fiend Hunter [UU] Enchantment, Aura: Aura of Dominion [G] Creature, Snake: Nafs Asp [3WW] Enchantment: Safeguard [2B] Creature, Shade: Gateway Shade [3GW] Enchantment: Mirari's Wake [1WU] Sorcery: Roil Spout [2UU] Sorcery: Argivian Restoration [W/UW/U] Creature, Merfolk Wizard: Puresight Merrow [3] Artifact, Equipment: Slayer's Plate [4] Artifact Creature, Construct: Bronze Bombshell [2U] Creature, Human Wizard: Echo Tracer [1G] Enchantment, Aura: Quiet Disrepair [4U] Enchantment, Aura: Vapor Snare [2R] Creature, Human Rogue Mercenary: Rogue Skycaptain [4W] Creature, Hound: Thraben Purebloods [4] Artifact: Infused Arrows [3U] Creature, Merfolk: Tidal Courier [8] Creature, Eldrazi Crab: Vexing Scuttler [2G] Enchantment, Aura: Ancestral Mask [XWW] Enchantment: Soul Echo [4B] Creature, Zombie: Veilborn Ghoul [1W] Sorcery: Sacred Nectar [R] Instant: Red Elemental Blast [2RR] Creature, Boar Beast: Vulshok War Boar [3RR] Creature, Giant: Thundering Giant [2BB] Sorcery: Mutilate [W] Enchantment, Aura: Equinox [W] Enchantment: Myth Realized [3U] Creature, Zombie Horror: Makeshift Mauler [1WW] Legendary Creature, Human Knight: Tivadar of Thorn [5GG] Creature, Wurm: Panglacial Wurm [4] Artifact: Arcane Spyglass [4WBB] Legendary Creature, Vampire: Vish Kal, Blood Arbiter [4B] Creature, Aetherborn Artificer: Ambitious Aetherborn [2B] Sorcery: Alms of the Vein [2U] Sorcery: Coax from the Blind Eternities [2G] Sorcery: Culling Mark [2RW] Creature, Beast: Flowstone Charger [R] Instant: Blazing Salvo [1U] Creature, Human Soldier: Wu Infantry [2RR] Instant: Blind Fury [None] Land: Dust Bowl [2W] Instant: Armed Response [5U] Sorcery: Mass Polymorph [4G] Legendary Creature, Human Soldier Warrior: Lady Zhurong, Warrior Queen [3B] Creature, Carrier: Phyrexian Debaser [None] Plane, Belenon: Windriddle Palaces [2R] Creature, Beast: Flowstone Shambler [2WU] Artifact: Unbender Tine [4GG] Creature, Spirit: Primordial Sage [BB] Creature, Zombie: Relentless Dead [3] Artifact: Boros Keyrune [None] Land: Nimbus Maze [6] Artifact Creature: Urza's Science Fair Project [U] Instant: Whispers of the Muse [1WUBRG] Legendary Creature, Avatar: Karona, False God [3W] Creature, Human Soldier: Kjeldoran Elite Guard [2GG] Creature, Faerie Druid: Willow Priestess [2G] Creature, Human Archer: Femeref Archers [2GG] Sorcery: Reclaiming Vines [2WW] Creature, Human Monk: Ojutai Exemplars [4UU] Enchantment, Aura: Confiscate [W] Instant: Scapegoat [2R] Creature, Human Cleric: Priest of Urabrask [3UU] Enchantment: Gravitational Shift [4R] Creature, Beast: Bonethorn Valesk [1U] Legendary Creature, Human Wizard: Tomoya the Revealer [2RW] Creature, Angel: Firemane Avenger [1W] Creature, Human Cleric: Clergy en-Vec [1W] Creature, Bird: Territorial Roc [1G] Creature, Dryad Shaman: Transluminant [None] Land: Inspiring Vantage [2U] Sorcery: Glimpse the Future [R] Creature, Goblin: Keeper of Kookus [4G] Creature, Elf Soldier: Primal Whisperer [3UUB] Instant: Spinal Embrace [1R] Instant: Aleatory [G] Creature, Human Werewolf: Wolfbitten Captive [2BB] Creature, Eldrazi: Smothering Abomination [4] Artifact Creature, Golem Construct: Voltaic Construct [1B] Enchantment, Aura: Debilitating Injury [1R] Creature, Cat: Canyon Wildcat [U] Instant: Annul [2R] Sorcery: Trash for Treasure [4WW] Sorcery: Deploy the Gatewatch [None] Land, Gate: Golgari Guildgate [XGG] Sorcery: Weird Harvest [3U] Creature, Illusion: Illusionary Forces [2G] Instant: Verdigris [1U] Creature, Djinn Monk: Stratus Dancer [6U] Creature, Bird Wizard: Aven Fateshaper [2RG] Creature, Dragon: Hellkite Hatchling [4W] Instant: Scars of the Veteran [1R] Creature, Human Warrior: Kolaghan Aspirant [1B] Creature, Spirit: Pale Rider of Trostad [XR] Instant: Timecrafting [2UU] Creature, Whale: Narwhal [4B] Creature, Sliver: Spitting Sliver [4B] Creature, Spirit: Bellowing Fiend [3RR] Legendary Creature, Human Samurai: Iizuka the Ruthless [1W] Instant: Tandem Tactics [5GUU] Enchantment, Aura: Yavimaya's Embrace [None] Vanguard: Maro Avatar [2RRR] Creature, Beast: Flowstone Overseer [6BB] Sorcery: Decree of Pain [2B] Enchantment, Aura: Exotic Curse [2BB] Enchantment: No Mercy [3WW] Artifact: Scourglass [U/P] Instant: Mental Misstep [5UU] Sorcery: Roiling Waters [3W] Creature, Human Cleric: Samite Alchemist [2W] Sorcery: Healing Hands [2BB] Creature, Horror: Thought Gorger [3] Artifact: Shrine of Boundless Growth [1BB] Enchantment: Attrition [3W] Creature, Spirit: Sandsower [4WW] Enchantment: Martyr's Bond [5B] Creature, Specter: Shrieking Specter [2B] Creature, Elemental Skeleton: Cinderbones [3GG] Legendary Creature, Human Druid: Baru, Fist of Krosa [XR] Sorcery: Burn from Within [3GG] Creature, Spike: Spike Tiller [WUBRG] Summon, Legend: 1996 World Champion [4RR] Creature, Dragon: Scourge of the Throne [3U] Creature, Human Artificer: Weldfast Wingsmith [2WU] Creature, Drake: Thunderclap Wyvern [WUB] Legendary Creature, Human Artificer: Sydri, Galvanic Genius [R] Creature, Spirit: Frostling [5] Artifact Creature, Golem: Lead Golem [3R] Instant: Consuming Sinkhole [2U] Creature, Elemental: Hydromorph Guardian [2U] Instant: Sweep Away [3R] Creature, Beast: Oxidda Scrapmelter [1UU] Creature, Illusion: Phantasmal Abomination [6] Creature, Eldrazi: Oblivion Sower [X1B] Sorcery: Consume Spirit [1G] Enchantment: Cryptolith Rite [2G] Creature, Human Monk: Valeron Wardens [4U] Creature, Eldrazi Processor: Oracle of Dust [1] Artifact, Equipment: Viridian Longbow [3B] Creature, Skeleton: Drudge Reavers [1U] Enchantment, Aura: Illuminated Wings [None] Land: Frontier Bivouac [3GG] Legendary Creature, Human Barbarian Soldier: Meng Huo, Barbarian King [5] Legendary Artifact, Vehicle: Skysovereign, Consul Flagship [None] Land: Temple of Silence [5UU] Creature, Sphinx: Sphinx of Uthuun [G] Creature, Spirit: Child of Thorns [3W] Instant: Benevolent Offering [XR] Sorcery: Earthquake [1] Artifact: Arcum's Sleigh [1WW] Creature, Human Beast Soldier: Beast Walkers [2GG] Creature, Wolf: Howling Wolf [G] Instant: Worldly Tutor [1U] Creature, Illusion: Krovikan Mist [None] Vanguard: Arcanis, the Omnipotent Avatar [2RR] Creature, Viashino Warrior: Viashino Fangtail [2R] Enchantment: Magma Vein [B] Enchantment, Aura: Mire Blight [3W] Instant: Eyes in the Skies [1BB] Sorcery: Rancid Earth [2R] Creature, Wall: Blistering Barrier [1RR] Sorcery: Molten Psyche [2W] Sorcery: Virtuous Charge [2WW] Enchantment, Aura: Divine Transformation [RR] Creature, Human Warrior: Ash Zealot [3] Artifact: Staff of the Ages [GWU] Creature, Rhino Monk: Rhox War Monk [1B] Creature, Zombie Warrior: Sultai Emissary [6UU] Instant: Dig Through Time [2G] Creature, Elf Rogue: Leovold's Operative [2] Artifact: Catalyst Stone [4R] Creature, Devil: Pitchburn Devils [None] Ongoing Scheme: My Undead Horde Awakens [2] Artifact: Prismatic Lens [1R] Enchantment, Aura: Power of Fire [None] Land: Corrupted Crossroads [1WW] Creature, Human Cleric: Keepers of the Faith [2B] Creature, Vampire Cleric Ally: Vampire Envoy [4] Artifact: Black Mana Battery [3B] Creature, Crocodile: Hagra Crocodile [3UU] Instant: Force of Will [4C] Creature, Eldrazi: Walker of the Wastes [2R] Creature, Dwarf Shaman: Dwarven Thaumaturgist [2R] Instant: Savage Alliance [UR] Sorcery: Teleportal [1B] Creature, Human Rogue: Krovikan Scoundrel [0] Instant: Slaughter Pact [G] Sorcery: Forgotten Lore [1BB] Sorcery: Noxious Vapors [2RR] Creature, Dragon: Lightning Dragon [3WW] Enchantment Creature, Elemental: Lucent Liminid [3UU] Legendary Creature, Human Ninja: Higure, the Still Wind [3B] Sorcery: Nightmare Void [R] Creature, Human Cleric: Priest of Iroas [W] Enchantment, Aura: Holy Strength [2B] Creature, Imp Rebel: Deepcavern Imp [3GW] Legendary Creature, Human: Jasmine Boreal [2U] Enchantment, Aura: Containment Membrane [1UU] Creature, Fish: Manta Ray [3R] Creature, Human Barbarian Soldier: Barbarian Horde [2BB] Sorcery: Ashen Powder [1B] Enchantment: Liliana's Caress [3B] Creature, Vampire Shaman Ally: Drana's Chosen [1U] Instant: Corrupted Resolve [3B] Sorcery: Despoil [1UU] Creature, Drake: Spiketail Drakeling [W] Instant: Tear [4U] Enchantment, Aura: Illusionary Armor [1BR] Enchantment: Keldon Twilight [4RR] Creature, Elemental: Kuldotha Flamefiend [None] : Squirrel token card [1U] Enchantment, Aura: Spreading Seas [3G] Creature, Squirrel Beast: Krosan Beast [W] Instant: Mending Hands [1BB] Creature, Rat: Chittering Rats [3BB] Sorcery: Brainspoil [RG] Creature, Human Warrior: Rip-Clan Crasher [3W] Summon, Beast: Lexivore [1W] Enchantment, Aura: Angelic Gift [2U] Creature, Human Wizard: Balshan Beguiler [3] Artifact: Foriysian Totem [W] Creature, Human Spellshaper: Cho-Arrim Alchemist [4G] Legendary Creature, Spirit: Kodama of the Center Tree [B] Creature, Thrull: Blood Pet [2B] Creature, Zombie Knight: Cadaverous Knight [3] Artifact Creature, Scarecrow: Scuttlemutt [2R] Sorcery: Stomping Slabs [1U] Instant: Extinguish [4U] Sorcery, Arcane: Petals of Insight [1WW] Legendary Enchantment Artifact: Spear of Heliod [1BB] Enchantment: Zzzyxas's Abyss [W] Creature, Human Soldier: Deftblade Elite [RG] Instant: Atarka's Command [2B] Enchantment, Aura: Nyx Infusion [1U/BU/BU/B] Creature, Faerie Knight: Glen Elendra Liege [3W] Creature, Fox Cleric: Kitsune Healer [None] Land: Wind-Scarred Crag [2R] Creature, Wall: Wall of Dust [2] Artifact Creature, Myr: Ichorclaw Myr [1U] Creature, Human Monk: Jeskai Elder [1W] Tribal Enchantment, Kithkin: Militia's Pride [2G] Creature, Wall: Wall of Ice [2B] Creature, Human Cleric: Mother of Goons [W] Creature, Kor Artificer Ally: Stoneforge Acolyte [3BB] Sorcery: Double Cross [8RR] Sorcery: Decree of Annihilation [2WW] Sorcery: Dawn to Dusk [2W] Creature, Human Soldier: Mentor of the Meek [1] Artifact Creature, Myr: Myr Moonvessel [1GU] Creature, Snake: Winged Coatl [2RW] Legendary Creature, Kor Ally: Munda, Ambush Leader [1G] Instant: Growth Spurt [2W] Enchantment: Crackdown [2R] Creature, Ogre Warrior: Mardu Blazebringer [2W] Instant: Even the Odds [1W] Enchantment: Soulcatchers' Aerie [1U] Creature, Faerie Rogue: Metropolis Sprite [3RR] Instant: Word of Seizing [3BB] Sorcery: Haunting Echoes [3RR] Enchantment: Dictate of the Twin Gods [3B] Creature, Zombie: Balduvian Dead [1U] Creature, Bird: Sea Eagle [4B] Creature, Shade: Undercity Shade [1R] Instant: Aliban's Tower [1UU] Enchantment: Now I Know My ABC's [R] Instant: Lightning Axe [1B] Artifact Creature, Human Wizard: Puppet Conjurer [2R] Creature, Wall: Wall of Granite [1B] Creature, Zombie Wizard: Grudge Keeper [1BB] Enchantment: Unspeakable Symbol [1R] Creature, Eldrazi Drone: Kozilek's Sentinel [BGU] Instant: Sultai Charm [2] Artifact: Sphere of the Suns [2UR] Creature, Shapeshifter: Dack's Duplicate [1W] Creature, Wall: Wall of Caltrops [1R] Enchantment, Aura: Consuming Ferocity [6] Artifact Creature, Golem: Composite Golem [2R] Creature, Orc: Orcish Mechanics [1U] Instant: Dispersal Shield [2W/BW/BW/B] Creature, Horror: Deathbringer Liege [G] Creature, Elf Spellshaper: Llanowar Mentor [1B] Sorcery: Murderous Compulsion [3W] Creature, Human Samurai: Mothrider Samurai [4U] Creature, Drake: Sky Ruin Drake [1UU] Creature, Mutant Wizard: Simic Manipulator [B] Creature, Vampire: Indulgent Aristocrat [WWW] Sorcery: Cleansing [1B] Sorcery: Grim Discovery [1U] Creature, Zubera Spirit: Floating-Dream Zubera [2R] Creature, Goblin Warrior: Boggart Brute [G] Sorcery: Renewing Touch [None] Phenomenon: Time Distortion [3U] Creature, Faerie Rogue: Latchkey Faerie [None] Land: Contested War Zone [2BB] Instant: Grisly Spectacle [2W] Creature, Kor Soldier Ally: Kor Sky Climber [2BB] Creature, Horror: Fleshwrither [1W] Instant: Artful Maneuver [3R] Creature, Human Soldier: Yellow Scarves General [W] Instant: Cloudshift [3UU] Creature, Human Artificer: Experimental Aviator [2UU] Instant: Spell Counter [3G] Instant: Storm Seeker [3U] Creature, Bird Wizard: Crookclaw Transmuter [2UU] Enchantment, Aura: Disappear [8BBB] Creature, Nightmare Horror: Hypnox [5] Artifact Creature, Construct: Kuldotha Forgemaster [2R] Creature, Human Knight: Searing Spear Askari [B] Enchantment, Aura: Thrull Retainer [1B] Sorcery: Imperial Edict [4W] Creature, Spirit: Gallows Warden [2B] Creature, Aetherborn Artificer: Weaponcraft Enthusiast [1] Artifact: Grindstone [2U] Instant: Jolt [1W] Creature, Bird: Royal Falcon [1R] Creature, Human Scout: Bloodthorn Taunter [1W] Instant: Hold at Bay [2UU] Creature, Spirit: Wayward Soul [1WB] Creature, Sliver: Necrotic Sliver [3U] Enchantment: Skywise Teachings [1R] Enchantment: Lightning Rift [1WW] Enchantment, Aura: Empyrial Armor [3B] Creature, Human Spellshaper Assassin: Notorious Assassin [1BB] Sorcery: Psychotic Episode [3BB] Creature, Nightstalker: Brutal Nightstalker [B] Sorcery: Duress [3G] Enchantment: Into the Wilds [6] Artifact: Sword of the Ages [1W] Creature, Spirit: Moorland Drifter [1W] Instant: Last Breath [1WU] Legendary Creature, Human Soldier: Daxos of Meletis [3UU] Creature, Human Wizard: Willbreaker [2UU] Legendary Enchantment Artifact: Bident of Thassa [5W] Instant: Beacon of Immortality [4UU] Creature, Spirit: Jetting Glasskite [3UU] Enchantment: Inexorable Tide [1W] Creature, Wall: Angelic Wall [1W] Instant: Clear [GGG] Creature, Ooze: Predator Ooze [1RR] Creature, Giant Warrior: Countryside Crusher [1G] Creature, Snake Shaman: Orochi Sustainer [1W] Enchantment: Journey to Nowhere [2B] Creature, Vampire: Kheru Bloodsucker [2UU] Enchantment, Aura: Steal Artifact [3BG] Legendary Creature, Frog Horror: The Gitrog Monster [2] Artifact: Scroll of Origins [5G] Creature, Elf Mutant: Elvish Aberration [X1W] Instant: Temper [BB] Instant: Word of Command [2W] Creature, Human Wizard: Disciple of Kangee [4RR] Sorcery: Incite Rebellion [2U] Enchantment: Escape Routes [2B] Instant: Slay [1RR] Enchantment, Aura: Steam Vines [B/R] Creature, Elemental Shaman: Manaforge Cinder [U] Creature, Faerie: Faerie Squadron [2W] Creature, Human Soldier: Benalish Infantry [3RR] Sorcery: Lightning Surge [1W] Creature, Cat Soldier: Sunspear Shikari [2U] Artifact Creature, Human Rogue: Vectis Silencers [4B] Creature, Vampire Shaman Ally: Malakir Soothsayer [1U] Creature, Merfolk Wizard: Stonybrook Banneret [X1B] Sorcery: Abandon Hope [1R] Creature, Goblin Shaman: Thick-Skinned Goblin [7] Planeswalker, Karn: Karn Liberated [1W] Creature, Human Cleric Mutant: Starlight Invoker [GW] Creature, Human Scout: Valeron Outlander [5GG] Sorcery: Tooth and Nail [1W] Creature, Dwarf Soldier: Ninth Bridge Patrol [3UB] Legendary Creature, Skeleton: Skeleton Ship [3U] Creature, Faerie Wizard: Mistbind Clique [1WW] Creature, Unicorn: Adarkar Unicorn [2/W2/W2/W] Sorcery: Spectral Procession [4GGG] Creature, Wurm: Plated Slagwurm [2W] Creature, Kirin: Misthoof Kirin [3BGU] Creature, Horror: Abomination of Gudul [W] Instant: Remove Enchantments [2WW] Creature, Treefolk Warrior: Indomitable Ancients [3W] Creature, Griffin: Razorfoot Griffin [1G] Instant: Grapple with the Past [2W/U] Enchantment, Aura: Steel of the Godhead [5U] Creature, Drone: Somber Hoverguard [None] Basic Land: Wastes [3WWW] Enchantment: Aysen Highway [2GGWWUU] Legendary Creature, Elder Dragon: Arcades Sabboth [3GG] Planeswalker, Nissa: Nissa, Worldwaker [3R] Instant: Solar Blast [R] Creature, Spirit: Scorched Rusalka [6] Artifact: Feroz's Ban [1BB] Legendary Creature, Human Cleric: Liliana, Heretical Healer [1BB] Creature, Human Wizard: Sorceress Queen [2G] Creature, Human Monk: Descendant of Masumaro [3BG] Creature, Gorgon: Korozda Gorgon [2] Artifact: Cranial Archive [2RR] Enchantment: Mana Echoes [B] Enchantment: Phyrexian Reclamation [U] Instant: Magical Hack [1U] Enchantment, Aura: Sleeping Potion [2GG] Creature, Elf Warrior: Ezuri's Brigade [1RR] Instant: Volcanic Fallout [4G] Sorcery: Animal Magnetism [3] Artifact: Simic Cluestone [2G] Sorcery: Call of the Herd [3UU] Creature, Zombie: Relentless Skaabs [3U/BU/B] Enchantment: Dire Undercurrents [2BB] Creature, Horror: Mindslicer [3UUU] Sorcery: Inundate [4BBB] Creature, Demon Minion: Minion of Leshrac [4] Artifact: Wand of Ith [1B] Creature, Human Wizard: Bog Initiate [3] Artifact, Equipment: Darksteel Plate [2] Artifact: Credit Voucher [3GG] Enchantment: Asceticism [2BB] Sorcery: Stream of Acid [3U] Creature, Djinn Monk: Lotus Path Djinn [1U] Instant: Tolarian Winds [2] Artifact: Emerald Medallion [4] Artifact Creature, Golem: Complex Automaton [7W] Sorcery: Archangel's Light [7] Artifact Creature, Golem: Mage-Ring Responder [1U] Instant: Essence Scatter [1U] Creature, Illusion Hound: Phantom Whelp [1R] Creature, Human Wizard: Skirk Alarmist [U] Instant: Siren's Call [1R] Sorcery: Fit of Rage [1R] Enchantment: Crackling Perimeter [1G] Creature, Faerie: Fire Sprites [2RR] Creature, Giant: Flowstone Giant [2G] Sorcery: Needle Storm [W] Creature, Hound: Warclamp Mastiff [3W] Enchantment, Aura: Faith Unbroken [1U] Enchantment: Copy Artifact [3] Artifact: Commander's Sphere [3GG] Enchantment: Centaur Glade [1GG] Creature, Wolf: Witchstalker [1BB] Creature, Faerie Rogue: Faerie Macabre [3B] Creature, Horror: Nether Horror [1W] Enchantment, Aura: Muzzle [2U] Creature, Vedalken Wizard: Vedalken Anatomist [2G] Creature, Elephant: Frontier Mastodon [4B] Legendary Creature, Spirit: Shirei, Shizo's Caretaker [W] Legendary Creature, Hound: Isamaru, Hound of Konda [2GG] Creature, Ape: Apes of Rath [2BB] Legendary Creature, Vampire: Crovax the Cursed [1WU] Creature, Human Knight: Lyev Skyknight [3GGWW] Creature, Wurm: Novablast Wurm [4G] Creature, Spider: Stingerfling Spider [U] Creature, Merfolk Wizard: Rootwater Mystic [2W] Creature, Spirit: Twilight Drover [1U] Creature, Illusion: Aether Figment [1G/W] Creature, Elf Cleric: Medicine Runner [3BG] Legendary Creature, Elf Warrior: Nath of the Gilt-Leaf [3] Artifact: Kyren Archive [None] Land: Dormant Volcano [4] Artifact Creature, Juggernaut: Arcbound Crusher [2WB] Creature, Bat: Blind Hunter [1GG] Enchantment: Bearscape [UBRG] Creature, Nephilim: Glint-Eye Nephilim [B] Instant: Ulcerate [None] Scheme: Behold the Power of Destruction [1UU] Creature, Cephalid Wizard: Cephalid Constable [4U] Sorcery: Brilliant Plan [1G] Creature, Snake Warrior: Orochi Ranger [1RRR] Creature, Cyclops Warrior: Cyclops Gladiator [3G] Sorcery: Chain of Acid [4WW] Creature, Giant: Sun Titan [1WW] Sorcery: Righteous Charge [2BGU] Creature, Naga Shaman: Sultai Soothsayer [2R] Creature, Elemental: Molten Ravager [2RR] Enchantment, Aura: Splinter Twin [1B] Creature, Zombie Fungus: Deathspore Thallid [3BB] Sorcery: Soul Feast [1U] Creature, Moonfolk Wizard: Oboro Breezecaller [2BBB] Enchantment: Worms of the Earth [3G] Creature, Troll: Harvester Troll [4UB] Creature, Zombie: Jhessian Zombies [1UB] Sorcery: Pilfered Plans [3R] Sorcery: Burn Trail [1U] Creature, Elemental Beast: Aquamoeba [2WU] Creature, Human Knight: Hussar Patrol [3B] Creature, Orc Assassin: Mer-Ek Nightblade [2B] Creature, Elf Assassin: Lys Alana Scarblade [2G/WG/W] Creature, Elemental: Heartmender [BB] Enchantment, Aura: Glistening Oil [None] Land: Graypelt Refuge [0] Artifact: Black Lotus [6] Artifact, Vehicle: Demolition Stomper [2WW] Enchantment: Citadel Siege [B] Creature, Skeleton Warrior: Tenacious Dead [3R] Creature, Elemental: Scorchwalker [2U] Creature, Illusion: Wandering Eye [3] Artifact: Wine of Blood and Iron [2R] Creature, Giant Warrior: Blind-Spot Giant [7] Artifact Creature, Golem: Tangle Golem [3WWW] Creature, Angel: Twilight Shepherd [2B] Instant: Away [4U] Creature, Illusion Wall: Illusionary Wall [1R] Instant: Tears of Valakut [1GG] Sorcery: Winter's Grasp [1G] Instant: Aim High [1] Artifact, Equipment: Shield of the Avatar [2G] Instant: Pistus Strike [3RR] Creature, Dragon: Hoarding Dragon [3G] Creature, Wurm: Argothian Wurm [1G] Enchantment, Aura: Canopy Cover [None] Plane, Bolass Meditation Realm: Pools of Becoming [1UU] Enchantment: Equilibrium [1WW] Creature, Human Cleric: Sanctum Guardian [3W] Creature, Cat Monk: Leonin Iconoclast [B] Creature, Rat Shaman: Gnat Miser [1UU] Creature, Faerie: Sprite Noble [1G] Creature, Kithkin Soldier: Kithkin Daggerdare [1] Artifact: Black Vise [1W] Instant: Alarum [4BBRR] Legendary Creature, Giant: Axelrod Gunnarson [2R] Creature, Sliver: Blade Sliver [None] Artifact Creature, Insect: Hornet [2RR] Sorcery: Thoughts of Ruin [None] Land, Mountain Forest: Cinder Glade [UR] Creature, Merfolk Goblin: Razorfin Hunter [2RR] Creature, Viashino Shaman: Stormscale Anarch [1UU] Creature, Illusion: Illusionary Presence [XU] Instant: Epiphany at the Drownyard [4R] Enchantment, Aura: Burning Anger [3GG] Creature, Beast: Ursapine [3G] Creature, Elf Cleric: Godtoucher [3U] Creature, Bird Wizard: Aven Augur [2B/GB/GB/G] Sorcery: Worm Harvest [5B] Creature, Zombie Mutant: Twisted Abomination [U] Instant: Prismatic Lace [2BB] Creature, Insect: Carrion Ants [None] Vanguard: Crovax [1WW] Creature, Human Soldier: Field Marshal [1R] Sorcery: Scent of Cinder [3G] Creature, Spirit: Radjan Spirit [None] Land: Wasteland [5RR] Creature, Dragon: Imperial Hellkite [4BB] Creature, Avatar Praetor: Ebon Praetor [3G] Instant: Living Destiny [4GG] Creature, Ape: Ancient Silverback [W] Enchantment, Aura: Kirtar's Desire [2W] Creature, Kor Soldier Ally: Makindi Shieldmate [3GG] Creature, Beast: Arborback Stomper [1U] Creature, Volver: Cetavolver [1G] Instant: Predator's Strike [1G] Creature, Plant Wall: Vine Trellis [W] Legendary Creature, Human Samurai: Kenzo the Hardhearted [3W] Instant: Frantic Salvage [2UU] Sorcery: Welcome to the Fold [1WU] Enchantment, Aura: Invocation of Saint Traft [2U] Creature, Human Wizard: Courtly Provocateur [3BB] Creature, Horror: Eviscerator [3W] Creature, Human Samurai: Indebted Samurai [3B] Creature, Demon Spirit: Scourge of Numai [1B] Enchantment, Aura: Sinister Strength [1U] Creature, Illusion: Cloudskate [None] Land: Soldevi Excavations [1R] Legendary Enchantment: Oath of Chandra [3GW] Legendary Enchantment Creature, God: Karametra, God of Harvests [3R] Creature, Viashino: Viashino Weaponsmith [1R] Creature, Goblin Rogue: Grenzo's Cutthroat [1U] Enchantment, Aura: Cloak of Mists [1B] Creature, Sliver: Leeching Sliver [1G] Creature, Human Warrior: Heir of the Wilds [2RR] Creature, Giant Warrior: Deep-Slumber Titan [R] Sorcery: Infernal Plunge [G] Creature, Insect: Caustic Caterpillar [1W] Creature, Human Cleric: Augur il-Vec [G] Enchantment, Aura: Wreath of Geists [1BRG] Creature, Cyclops Warrior: Madrush Cyclops [None] Creature, Werewolf: Terror of Kruin Pass [3] Artifact: Gem of Becoming [6GG] Creature, Rhino: Crash of Rhinos [U] Creature, Human Wizard: Wingcrafter [1G] Instant: Might of the Nephilim [6] Artifact: Ward of Bones [None] Land: Port Town [1U] Enchantment: Stasis [7RR] Creature, Bringer: Bringer of the Red Dawn [B] Sorcery: Shattered Dreams [1RR] Creature, Goblin Shaman: Sensation Gorger [2W] Creature, Human Knight: Knight of the Pilgrim's Road [1WW] Creature, Spirit: Geist of the Moors [3GG] Creature, Rhino: Charging Rhino [3GU] Legendary Creature, Elf Wizard: Momir Vig, Simic Visionary [R] Sorcery: Burning Cloak [5W] Sorcery: Tempt with Glory [1B] Creature, Human Rogue: Tavern Swindler [1G] Instant: Reap [1W] Creature, Human Knight: Griffin Rider [2U] Enchantment: Checks and Balances [1B] Creature, Rat Shaman: Nezumi Bone-Reader [4R] Creature, Snake: Fire Snake [B] Instant: Vendetta [2B] Enchantment, Aura: Soul Kiss [3RGW] Legendary Creature, Dragon: Rith, the Awakener [W] Enchantment, Aura: Blessing of the Nephilim [1B] Enchantment Creature, Spirit: Baleful Eidolon [1G] Creature, Human Bear Druid: Werebear [1W] Creature, Human Cleric: Avacynian Priest [3R] Sorcery: Mizzix's Mastery [None] Plane, Zendikar: Akoum [G] Creature, Human Warrior: Hero of Leina Tower [4R] Creature, Giant: Loafing Giant [3B] Instant: Makeshift Mannequin [1B] Creature, Zombie: Dregscape Zombie [U] Instant: Ceremonious Rejection [6] Artifact Creature, Dragon: Steel Hellkite [3B] Instant: Irradiate [3WU] Creature, Cat Soldier: Armored Guardian [3GG] Sorcery: Bestial Menace [G] Enchantment: Elven Palisade [R] Creature, Goblin Berserker: Bloodcrazed Goblin [3RW] Legendary Creature, Human Soldier: Agrus Kos, Wojek Veteran [2UU] Sorcery: Breaking Wave [2WW] Creature, Human Knight: Alaborn Cavalier [1G] Creature, Elf Druid: Bloom Tender [2R] Creature, Licid: Convulsing Licid [None] Plane, Innistrad: Kessig [4G] Creature, Elf Druid: Totem Speaker [3R] Sorcery: Mark for Death [2U] Instant: Calculated Dismissal [2B] Enchantment, Aura Curse: Curse of Shallow Graves [3WW] Enchantment: Righteous Cause [1U] Instant: Shimmering Mirage [1GG] Sorcery: Seeds of Innocence [4RR] Creature, Dragon: Volcanic Dragon [UBR] Enchantment: Phyrexian Tyranny [2G] Enchantment, Aura: Wanderlust [3BB] Instant: Wretched Confluence [4] Artifact Creature, Golem: Flint Golem [2G] Creature, Ouphe: Pyknite [3RR] Instant: Fissure [3G] Creature, Elemental: Briarhorn [3R] Enchantment: Clash of Realities [2R] Creature, Kavu: Caldera Kavu [7] Legendary Artifact: Legacy Weapon [RRGGGWW] Sorcery: Titanic Ultimatum [G] Enchantment, Aura: Nature's Chosen [6] Artifact Creature, Shapeshifter: Flowstone Sculpture [4G] Creature, Human Monk: Okina Nightwatch [1W] Creature, Human Cleric: Samite Healer [4] Artifact: Vedalken Orrery [2UU] Enchantment: Levitation [3R] Legendary Creature, Human Advisor: Diaochan, Artful Beauty [1U] Creature, Homunculus: Curious Homunculus [WU] Creature, Elemental Cat: Pride of the Clouds [R] Creature, Dwarf: Dwarven Trader [4B] Creature, Bird: Sootfeather Flock [2B] Creature, Human Mercenary: Bog Glider [3R] Instant: Bash to Bits [7BBB] Creature, Demon: Dread Cacodemon [BB] Creature, Human Mercenary Assassin: Silent Assassin [5R] Sorcery: Structural Collapse [W] Creature, Kithkin Soldier: Goldmeadow Harrier [3B] Enchantment, Aura: Snake Cult Initiation [5R] Creature, Giant: Titan of Eternal Fire [2W] Creature, Kithkin Soldier: Kithkin Zephyrnaut [2G] Instant: Wind Shear [UR] Creature, Shapeshifter: Dracoplasm [2B] Sorcery: Bog Down [1R] Enchantment, Aura: The Brute [1R] Creature, Wall: Wall of Earth [4W] Creature, Human Nomad: Border Patrol [2BR] Legendary Creature, Vampire: Olivia Voldaren [1U] Enchantment, Aura: Lingering Mirage [XGG] Creature, Snake Hydra: Hooded Hydra [2B] Creature, Dauthi Knight Mercenary: Dauthi Mercenary [1WW] Enchantment: Inner Sanctum [6] Artifact Creature, Juggernaut: Auriok Siege Sled [3U] Creature, Merfolk Scout: Merfolk Seastalkers [3W] Creature, Human Soldier: Slayer of the Wicked [7] Artifact: Sphinx-Bone Wand [3R] Creature, Eldrazi Drone: Vestige of Emrakul [4RG] Legendary Creature, Giant: The Lady of the Mountain [UU] Creature, Shapeshifter Spirit: Shape Stealer [5] Artifact: Gauntlet of Power [3W] Sorcery: Cenn's Enlistment [3UU] Enchantment: Psychic Battle [W] Enchantment, Aura: Archery Training [4GG] Creature, Beast: Durkwood Baloth [None] Scheme: Embrace My Diabolical Vision [4U] Creature, Serpent: Spire Serpent [1G] Creature, Snake: Noose Constrictor [4GG] Creature, Elf Artificer: Elegant Edgecrafters [4WW] Creature, Angel: Sunblast Angel [3BB] Legendary Creature, Vampire Shaman: Anowon, the Ruin Sage [3] Artifact: Chalice of Life [4B] Instant, Arcane: Death of a Thousand Stings [2W] Creature, Human: Soul Sculptor [1U] Creature, Bird: Bay Falcon [3] Artifact, Equipment: Sword of Vengeance [1W] Instant: Momentary Blink [1UR] Creature, Cyclops: Nivix Cyclops [None] Conspiracy: Hymn of the Wilds [3G] Creature, Eldrazi Drone: Eyeless Watcher [3UU] Creature, Elemental: Quicksilver Elemental [8] Creature, Eldrazi Leech: Abundant Maw [2G] Creature, Elf Druid: Elvish Branchbender [2W] Enchantment, Aura: Abzan Runemark [None] Vanguard: Rumbling Slum Avatar [2W] Creature, Bird Soldier: Watcher of the Roost [3U] Creature, Faerie Wizard: Glen Elendra Archmage [5BB] Sorcery: Return of the Nightstalkers [2R] Creature, Elemental Ox: Arc Runner [1BB] Sorcery: Ashes to Ashes [2W] Instant: Restrain [2RR] Creature, Human Shaman: Skirsdag Cultist [G] Enchantment, Aura: Bequeathal [4G] Creature, Elf Warrior: Nath's Elite [2GW] Creature, Spider: Ancient Spider [2R] Instant: Barbed Lightning [2UU] Creature, Illusion: Aetherplasm [1W] Enchantment: Warmth [4W] Creature, Bird: Battleflight Eagle [3B] Sorcery: Zombify [None] Plane, Kamigawa: Orochi Colony [None] Land: Winding Canyons [U] Instant: Dispel [3GU] Creature, Cockatrice: Fleetfeather Cockatrice [3U] Sorcery: Coastal Discovery [1] Artifact, Equipment: O-Naginata [6WWW] Legendary Creature, Angel: Reya Dawnbringer [WUBRG] Legendary Creature, Sliver: Sliver Queen [1WB] Creature, Human Cleric: Orzhov Pontiff [2] Artifact: Jester's Sombrero [R] Creature, Gremlin: Ruinous Gremlin [5] Artifact: Time Machine [1U] Creature, Cephalid Wizard: Cephalid Snitch [GGG] Creature, Elemental: Groundbreaker [3U] Creature, Cephalid: Cephalid Broker [3RR] Legendary Creature, Human Rogue: Eron the Relentless [1R] Creature, Human Soldier: Yellow Scarves Troops [BB] Creature, Imp: Foul Imp [1U] Enchantment, Aura: Snow Devil [3BB] Instant: Ad Nauseam [3U] Creature, Bird: Kingfisher [4BB] Legendary Creature, Human Soldier: Zhang Liao, Hero of Hefei [3W] Creature, Griffin: Screeching Griffin [3G] Enchantment, Aura: Entangling Vines [1RR] Sorcery: Hammer of Bogardan [1B] Creature, Faerie Rogue: Oona's Prowler [3BB] Creature, Demon Spirit: Gutwrencher Oni [4UU] Enchantment: Back from the Brink [5B] Legendary Creature, Human Shaman: Tasigur, the Golden Fang [W] Instant: Silence [1G] Creature, Ooze: Scavenging Ooze [2WW] Enchantment: Spiritual Asylum [4] Artifact: Whirling Catapult [UU] Instant: Counterspell [W] Creature, Human Knight: Lionheart Maverick [1W] Instant: Glorious Charge [3RR] Creature, Human Soldier: Keldon Firebombers [3G] Creature, Elemental: Wood Elemental [1W] Creature, Fox: Arctic Foxes [2G] Instant: Natural Affinity [4] Legendary Artifact: Grimoire of the Dead [1BG] Creature, Plant Skeleton: Mournwillow [1RGW] Creature, Viashino Soldier: Gloryscale Viashino [None] Scheme: Realms Befitting My Majesty [None] Land: Phyrexia's Core [1G] Creature, Human Druid: Primal Druid [3BB] Legendary Creature, Vampire Shaman: Drana, Kalastria Bloodchief [G] Creature, Elf Scout: Spire Tracer [None] Planeswalker, Liliana: Liliana, Defiant Necromancer [12UU] Instant: Blinkmoth Infusion [3WW] Creature, Hippogriff: Razor Hippogriff [2B] Creature, Dauthi Minion: Dauthi Marauder [R] Creature, Goblin Soldier: Legion Loyalist [5UU] Creature, Whale: Great Whale [2WW] Creature, Angel: Emeria Angel [1B] Enchantment: Call the Bloodline [4] Artifact: Ur-Golem's Eye [2UB] Creature, Shapeshifter: Evil Twin [2G] Creature, Beast: Krosan Warchief [G] Creature, Elf Shaman: Essence Warden [3G] Creature, Elf Shaman: Shaman of Spring [W] Creature, Human Cleric: Vigilant Martyr [2U] Creature, Faerie: Weatherseed Faeries [2R] Instant: Crash [6R] Creature, Giant Warrior: Hamletback Goliath [2G] Instant: Eaten by Spiders [1R] Instant: Sirocco [1B] Instant: Hero's Demise [B] Sorcery: Bone Splinters [4G/UG/U] Creature, Beast: Trapjaw Kelpie [1BB] Instant: Sudden Spoiling [1W] Creature, Human Cleric: Cleric of the Forward Order [2BB] Creature, Ooze: Necrotic Ooze [3GGG] Legendary Creature, Spirit: Masumaro, First to Live [2] Artifact: Jabari's Banner [5R] Enchantment: Might Makes Right [W] Creature, Wolf: Tundra Wolves [6BB] Sorcery: Overwhelming Forces [3U] Creature, Elemental: Scaldkin [None] Land: Mage-Ring Network [5R] Creature, Devil: Flayer of the Hatebound [1GG] Instant: Early Harvest [G] Creature, Bird: Whippoorwill [2R] Creature, Beast: Laccolith Grunt [1W] Instant: Humble [2U] Artifact Creature, Jellyfish: Esperzoa [4G] Sorcery: Blessings of Nature [XXG] Sorcery: Wildest Dreams [2BB] Creature, Zombie: Liliana's Reaver [UU] Instant: Silumgar's Scorn [2UB] Creature, Bird Skeleton: Kathari Remnant [2RR] Instant: Into the Core [G] Instant: Giant Growth [1W] Creature, Human Cleric: Sigardian Priest [1B] Creature, Goblin Rogue: Frogtosser Banneret [1RR] Creature, Human Shaman: Sisters of the Flame [3WU] Enchantment: Teferi's Moat [4UR] Legendary Creature, Weird Wizard: Melek, Izzet Paragon [GG] Creature, Spider: Juvenile Gloomwidow [1G] Creature, Insect: Emerald Dragonfly [X3B] Sorcery: Mind Warp [1W] Creature, Hound: Patrol Hound [3W] Creature, Bird Soldier: Battlewise Aven [0] Artifact: Mox Diamond [3GU] Creature, Human Wizard: Prophet of Kruphix [3BB] Creature, Zombie Warrior: Nested Ghoul [None] Land: Irrigation Ditch [2RR] Creature, Dragon: Archwing Dragon [4G] Creature, Treefolk: Shoe Tree [2RR] Sorcery: Anarchy [3B] Creature, Eldrazi Drone: Skitterskin [1GU] Creature, Fish Lizard: Bounding Krasis [W] Creature, Kor Scout Ally: Cliffside Lookout [1B] Sorcery: Revive the Fallen [1W] Instant: Invulnerability [3R] Creature, Goblin Mutant: Goblin Psychopath [3G] Creature, Hound Archer: Longshot Squad [2RR] Creature, Zubera Spirit: Burning-Eye Zubera [2RR] Creature, Hound: Lava Hounds [1UB] Creature, Human Rogue: Bane Alley Broker [1] Artifact: Surge Node [2U] Creature, Merfolk Wizard: Crackling Triton [1G] Enchantment: Sustenance [2] Artifact, Equipment: Throwing Knife [4R] Creature, Beast: Tephraderm [2R] Instant: Char [1W] Creature, Soltari Soldier: Soltari Trooper [G] Creature, Dryad Horror: Loam Dryad [1R] Creature, Vampire Wizard: Sanguinary Mage [1R] Instant: Desperate Ravings [5U] Creature, Octopus: Godhunter Octopus [W] Instant: Purelace [3UU] Sorcery: Temporal Manipulation [None] Land: Mutavault [3G] Enchantment: Defense of the Heart [UU] Enchantment: Flooded Shoreline [None] Creature, Werewolf: Krallenhorde Howler [2G] Creature, Plant Wall: Wall of Brambles [4WW] Creature, Angel: Goldnight Redeemer [6UUU] Creature, Leviathan: Thing from the Deep [1G] Creature, Wall: Wall of Mulch [U] Instant: Ancestral Recall [3RR] Creature, Cat: Scoria Cat [2G] Creature, Spirit: Kami of the Hunt [3WUB] Legendary Creature, Dragon: Dromar, the Banisher [1B] Enchantment: Oath of Ghouls [5R] Creature, Hellion Beast: Iron-Barb Hellion [2R] Enchantment: Mudslide [3] Artifact, Equipment: Magebane Armor [None] Phenomenon: Planewide Disaster [3G] Sorcery, Arcane: Joyous Respite [3R] Creature, Goblin Rogue Shaman: Akki Underminer [2RR] Sorcery: Sowing Salt [RW] Creature, Goblin Soldier: Goblin Legionnaire [2W] Enchantment: Common Cause [1] Artifact, Equipment: Silver-Inlaid Dagger [1G] Enchantment: Full Moon's Rise [3WW] Instant: Banishment Decree [2] Legendary Artifact, Equipment: Sword of the Animist [3GG] Creature, Beast: Plaguemaw Beast [4] Artifact Creature, Masticore: Masticore [1RR] Sorcery: Molten Birth [1R] Creature, Hound: Mad Dog [2] Artifact: Mesmeric Orb [1W] Instant: Rest for the Weary [B] Instant: Disfigure [2B] Creature, Zombie: Frightshroud Courier [None] Phenomenon: Interplanar Tunnel [3W] Creature, Human Warrior: Dragonscale General [3WB] Creature, Human Advisor: Agent of Masks [4R] Creature, Dragon: Lightning Shrieker [3WU] Creature, Human Knight: Sky Hussar [None] Legendary Land: Geier Reach Sanitarium [1W] Creature, Spirit: Niblis of the Urn [3B] Creature, Insect: Scavenging Scarab [4UB] Legendary Creature, Elder Dragon: Dragonlord Silumgar [1U] Creature, Bird: Carnivorous Death-Parrot [3W] Creature, Cat Soldier: Taj-Nar Swordsmith [3R] Creature, Vampire: Havengul Vampire [7] Artifact Creature, Juggernaut: Mishra's War Machine [3BR] Planeswalker, Sarkhan: Sarkhan the Mad [2B/GB/G] Sorcery: Drain the Well [W] Sorcery: Visions [2W] Instant: Ghostway [4G] Instant, Arcane: Strength of Cedars [B] Instant: Duh [G] Enchantment: Hidden Herd [1GG] Creature, Elk: Great Sable Stag [R] Creature, Vampire Knight: Bold Impaler [1B] Enchantment, Aura: Spinal Graft [2] Artifact: Razortip Whip [8] Artifact Creature, Golem: Sundering Titan [1] Artifact, Equipment: Masterwork of Ingenuity [W] Creature, Pegasus: Loyal Pegasus [R] Sorcery: Magmatic Insight [BG] Sorcery: Treasured Find [3G] Sorcery: Wild Instincts [2UU] Creature, Homarid Shaman: Homarid Shaman [1GG] Creature, Elephant: Woolly Mammoths [1W] Enchantment: Mark of Asylum [4B] Creature, Bird Skeleton: Skeletal Kathari [4W] Creature, Spirit Soldier: Spectral Gateguards [3W] Instant: Silverstrike [1UBR] Creature, Zombie Ogre: Grixis Sojourners [1R] Instant: Gorilla War Cry [2R] Enchantment: Hand to Hand [2B] Creature, Zombie: Bloodletter [BR] Creature, Barbarian Zombie: Shivan Zombie [3W] Creature, Dwarf Soldier: Consul's Shieldguard [3B] Creature, Imp: Volcano Imp [WW] Creature, Spirit Knight: Spectral Rider [2WB] Enchantment: Martyrs' Tomb [1BB] Creature, Orc Warrior: Blood-Chin Fanatic [U] Enchantment, Aura: Cloak of Invisibility [RW] Creature, Human Soldier: Thundersong Trumpeter [2B] Sorcery: Pain's Reward [2W] Instant: Dispense Justice [BG] Legendary Creature, Zombie Elemental: Skullbriar, the Walking Grave [1W] Creature, Human Knight: Knight of the Skyward Eye [2UU] Creature, Avatar: Avatar of Me [1UU] Instant: Broken Concentration [None] Land: Wanderwine Hub [3W] Creature, Kithkin Spellshaper: Goldmeadow Lookout [1G] Creature, Centaur Druid Scout Archer: Seton's Scout [5U] Creature, Fish: Giant Shark [1BG] Instant: Putrefy [3U] Creature, Octopus: Giant Octopus [2U] Creature, Illusion Wall: Hover Barrier [3] Artifact: Iron Maiden [BB] Instant: Malicious Affliction [2] Legendary Artifact: Krark's Thumb [1R] Instant: Seismic Shudder [None] Land, Forest Plains: Savannah [X3BB] Sorcery: Diabolic Revelation [U] Instant: Disarm [4B] Creature, Eldrazi Drone: Dread Drone [3B] Creature, Zombie: Phyrexian Scuta [4W] Creature, Bird Soldier: Aven Warhawk [2R] Creature, Human Warrior: Splatter Thug [U] Enchantment, Aura: Sensory Deprivation [XUB] Sorcery: Mind Grind [2B] Creature, Zombie Wizard: Nightscape Battlemage [2U] Sorcery: Borrowing 100,000 Arrows [2R] Creature, Elemental Shaman: Incandescent Soulstoke [W] Instant: Hallow [6] Artifact: Urza's Blueprints [5] Artifact Creature, Bird: Clockwork Avian [2U] Creature, Homarid: Homarid [1W] Creature, Human Monk: Fleet-Footed Monk [2R] Creature, Goblin Shaman: Goblin Medics [None] Land, Lair: Crosis's Catacombs [4U] Enchantment: Precognition [3U] Instant: Mystical Teachings [G] Creature, Horse: Sacred Prey [BB] Sorcery: Sign in Blood [4] Artifact, Vehicle: Fleetwheel Cruiser [3RR] Creature, Beast: Galvanoth [3W] Creature, Elephant Soldier: Loxodon Convert [1RR] Creature, Human Artificer: Hyperion Blacksmith [1BB] Sorcery: Pulse of the Dross [3G] Creature, Elephant: Trumpeting Armodon [4G] Creature, Insect: Deadly Insect [BB] Instant: Grasp of Darkness [3G] Creature, Unicorn: Prized Unicorn [4B] Creature, Horror: Reaper of Sheoldred [UUU] Enchantment, Aura: Erosion [UU] Creature, Human Wizard: Mindreaver [G] Instant: Scent of Ivy [3G] Creature, Elf Cleric Druid: Elder Druid [3U] Creature, Human Wizard: Descendant of Soramaro [G] Enchantment, Aura: Vineweft [6RRR] Summon, Dragon: Shichifukujin Dragon [2] Artifact: Liquimetal Coating [3BR] Creature, Insect: Monstrous Carabid [3W] Creature, Elephant: Prized Elephant [2U] Instant: Meditate [XGU] Creature, Leviathan: Nimbus Swimmer [W] Sorcery: Ritual of Restoration [3UU] Instant: Contradict [3] Artifact: Selesnya Cluestone [1RG] Creature, Centaur Shaman: Burning-Tree Shaman [W] Instant: Emerge Unscathed [5GG] Legendary Creature, Kirin Spirit: Bounteous Kirin [3R] Creature, Lizard Warrior: Lizard Warrior [4R] Creature, Beast: Snapping Thragg [R/GR/GR/GR/GR/G] Creature, Spirit Avatar: Deus of Calamity [1W] Creature, Kor Soldier: Silkenfist Fighter [1G/UG/U] Creature, Ouphe: Gilder Bairn [5W] Creature, Human Soldier: Gempalm Avenger [1R] Sorcery: Sparkmage's Gambit [3] Artifact: Silumgar Monument [4W] Creature, Sliver: Lymph Sliver [3] Artifact: Torture Chamber [4WWW] Creature, Angel: Chancellor of the Annex [4RR] Enchantment: Grip of Chaos [2GG] Sorcery: Fertile Imagination [2W] Creature, Human: Peacekeeper [5] Artifact: Eldrazi Monument [1R] Sorcery: Avacyn's Judgment [4UU] Creature, Avatar: Soul of Ravnica [1WW] Instant: Debt of Loyalty [2W] Enchantment, Aura: Choking Restraints [1W] Creature, Human Soldier: Dauntless River Marshal [None] Land: Sea Gate Wreckage [1U] Creature, Human Wizard: Omenspeaker [1R] Creature, Viashino Scout: Viashino Sandscout [1BB] Sorcery: Haunting Misery [U] Instant: Clockspinning [5RR] Sorcery: Kamahl's Sledge [1B] Sorcery: Strongarm Tactics [1B/RB/R] Creature, Elemental Shaman: Fulminator Mage [2U] Creature, Human Wizard: Spawnbroker [2W] Creature, Human Monk Cleric: Monk Idealist [3] Artifact Creature, Construct: Snapsail Glider [3WU] Sorcery: Ordered Migration [3BBB] Creature, Elemental Incarnation: Dread [W] Tribal Instant, Shapeshifter: Shields of Velis Vel [2W] Creature, Human Soldier: Haazda Shield Mate [2U] Creature, Human Wizard: Ovinomancer [None] Vanguard: Reaper King Avatar [2U] Creature, Human Ninja: Mistblade Shinobi [2G] Legendary Creature, Human Warrior: Yasova Dragonclaw [None] Land: Lava Tubes [3UU] Instant: Traumatic Visions [3U] Legendary Creature, Human Artificer: Arcum Dagsson [4] Artifact: Charmed Pendant [2U] Instant: Infuse [4] Artifact: Unwinding Clock [3UU] Enchantment, Aura: Persuasion [3B] Creature, Zombie: Gavony Unhallowed [3] Artifact: Rejuvenation Chamber [R] Enchantment, Aura: Genju of the Spires [None] Planeswalker, Arlinn: Arlinn, Embraced by the Moon [2GG] Legendary Creature, Troll Shaman: Thrun, the Last Troll [3BB] Instant: Flesh to Dust [2U] Creature, Eldrazi Drone: Eldrazi Skyspawner [4R] Creature, Human Barbarian: Pardic Lancer [5W] Creature, Angel Ally: Angel of Renewal [B] Instant: Fade from Memory [5GG] Creature, Spider: Jungle Weaver [3U] Enchantment: Puca's Mischief [3U] Sorcery: Touch of Invisibility [3R] Instant, Trap: Ricochet Trap [3GG] Artifact Creature, Construct: Verdurous Gearhulk [3B] Sorcery: Mire's Malice [1BB] Creature, Thrull: Mindstab Thrull [2RG] Creature, Ooze: Yule Ooze [1W] Creature, Merfolk Wizard: Judge of Currents [2W] Creature, Elf Cleric: Elvish Healer [1R] Creature, Goblin: Mogg Squad [2B] Creature, Zombie: Mindless Null [1G] Creature, Wolf: Darkthicket Wolf [1W] Enchantment: Rune of Protection: Artifacts [1R] Creature, Satyr: Reckless Reveler [2U] Creature, Bird Soldier: Skywing Aven [2W] Instant: Sandblast [3G] Instant: Heal the Scars [4RR] Creature, Dragon: Forgestoker Dragon [1U] Enchantment: Lilting Refrain [1W] Enchantment: Serenity [1WW] Enchantment: Nevermore [3GW] Creature, Elf Archer: Selesnya Sagittars [5BB] Legendary Creature, Human Wizard: Lim-Dul the Necromancer [1BB] Instant: Essence Extraction [XBB] Sorcery: Black Sun's Zenith [2G] Enchantment, Aura: Blanchwood Armor [None] Land: Spirebluff Canal [4UU] Creature, Illusion: Zephid [2U] Sorcery: Day's Undoing [1] Artifact: Shriekhorn [5G] Enchantment: Feed the Pack [2U] Sorcery: Runic Repetition [4] Artifact: Null Brooch [1R] Instant: Combust [1B] Creature, Snake Skeleton: Skeletal Snake [RR] Legendary Creature, Goblin Rogue: Grenzo, Havoc Raiser [2R] Enchantment: War Cadence [WW] Creature, Soltari Cleric: Soltari Priest [1G] Creature, Boar: Pygmy Razorback [3R] Enchantment, Aura: Elemental Mastery [B] Enchantment, Aura: Paralyze [None] Land: Tranquil Garden [2U] Instant: Complicate [2G] Creature, Ouphe Rogue: Ouphe Vandals [2UU] Legendary Creature, Spirit: Chisei, Heart of Oceans [2B] Creature, Minion: Phyrexian Infiltrator [3W] Creature, Angel: Voice of Truth [3R] Creature, Boar: Bladetusk Boar [1BB] Sorcery: Ruinous Path [2UU] Enchantment: Breath of Dreams [3BB] Enchantment: Subversion [1BG] Legendary Enchantment Creature, God: Pharika, God of Affliction [U] Creature, Human Rogue: Nephalia Smuggler [W] Creature, Kor Soldier: Kitesail Apprentice [1B] Creature, Zombie Rat: Rotting Rats [2BB] Enchantment: Last Laugh [3R] Instant, Arcane: Torrent of Stone [3G] Enchantment: Life and Limb [2G] Creature, Frog Beast: Anurid Scavenger [2U] Creature, Merfolk Soldier: Triton Fortune Hunter [None] Land Creature, Forest Dryad: Dryad Arbor [1B] Creature, Horror: Bloodcurdler [3U] Creature, Human Monk: Mistfire Adept [1] Artifact: Iron Star [None] Land: Sanctum of Ugin [3RR] Legendary Creature, Human Spellshaper: Latulla, Keldon Overseer [1RR] Sorcery: Breaking Point [4W] Instant: Gleam of Resistance [3B] Instant: Burden of Greed [2] Artifact, Equipment: Hammer of Ruin [2G] Creature, Cat Spirit: Phantom Tiger [None] Scheme: Surrender Your Thoughts [WW] Creature, Human Soldier Archer: Longbow Archer [5WW] Creature, Bird: Windbrisk Raptor [None] Land: Pine Barrens [None] Land, Island Swamp: Sunken Hollow [B] Instant: Dark Betrayal [1W] Creature, Fox: Devilthorn Fox [1B] Creature, Elf Shaman: Scarred Vinebreeder [2R] Sorcery: Heat Shimmer [1R] Creature, Human Rogue: Humble Defector [4BB] Creature, Demon: Extractor Demon [6GGG] Legendary Creature, Spirit: Myojin of Life's Web [G] Creature, Snake Shaman: Orochi Leafcaller [1U] Creature, Merfolk Rogue: Riptide Pilferer [1U] Enchantment, Aura: Singing Bell Strike [XG] Instant: Windstorm [2WW] Enchantment: Enduring Renewal [2U] Creature, Human Wizard: Laboratory Maniac [4B] Creature, Wurm: Barbed-Back Wurm [6] Artifact: Obelisk of Urd [3U] Sorcery: Foresee [2W] Creature, Human Cleric: Undead Slayer [3UU] Creature, Spirit: Teller of Tales [4W] Creature, Camel Beast: Dromad Purebred [5W] Eaturecray, Igpay: Atinlay Igpay [2U] Sorcery: Uncovered Clues [4BB] Creature, Skeleton Warrior: Champion of Stray Souls [None] Land: Blighted Gorge [G] Creature, Dryad Horror: Gnarlwood Dryad [1BR] Legendary Creature, Human Cleric: Lyzolda, the Blood Witch [5G] Sorcery: Grim Flowering [3BB] Legendary Creature, Zombie Naga: Sidisi, Undead Vizier [UU] Creature, Vedalken Wizard: Vedalken Mastermind [4W] Creature, Kor Spirit: Soulbound Guardians [3B] Creature, Incarnation: Filth [4U] Creature, Bird: Messenger Jays [6B] Creature, Zombie Wurm: Terrus Wurm [2W] Creature, Fox Samurai: Kitsune Blademaster [2U] Instant: Resounding Wave [2WW] Enchantment: Aurification [2B] Enchantment, Aura: Krovikan Plague [5RRR] Sorcery: Warp World [4R] Sorcery: Liberating Combustion [2UUU] Creature, Human Wizard: Magus of the Future [1R] Creature, Human Spellshaper Warrior: Bola Warrior [2GG] Sorcery: Harmonize [G] Enchantment: Seal of Strength [3UU] Creature, Bird: Ringwarden Owl [2B] Legendary Enchantment: Oath of Liliana [2UU] Legendary Creature, Human Gamer: Johnny, Combo Player [2U] Enchantment: Veiled Serpent [W] Enchantment: Sigarda's Aid [3UU] Creature, Sphinx: Guardian of Tazeem [1RR] Legendary Creature, Spirit: Azamuki, Treachery Incarnate [5WW] Sorcery: Deploy to the Front [2U] Enchantment: Rhystic Deluge [4R] Sorcery: Alchemist's Greeting [B] Enchantment, Aura: Ghoulflesh [1G] Creature, Human Soldier: Guardian Shield-Bearer [3RR] Planeswalker, Chandra: Chandra Nalaar [1UU] Enchantment: Arnjlot's Ascent [5GGG] Legendary Creature, Spirit: Sekki, Seasons' Guide [3UR] Instant: Thoughtflare [1G] Enchantment: Trail of Mystery [2RR] Instant: Homing Lightning [1R] Creature, Minotaur Spirit: Anaba Ancestor [2BBRR] Legendary Creature, Demon: Rakdos the Defiler [UR] Instant: Odds [UU] Creature, Beast: Plated Seastrider [5B] Creature, Zombie: Maalfeld Twins [3UB] Sorcery: Extract from Darkness [4G] Creature, Ooze: Gobbling Ooze [4W] Creature, Kithkin Wizard: Kithkin Spellduster [1B] Creature, Zombie: Walking Corpse [G] Enchantment, Aura: Forced Adaptation [2R] Enchantment: Planeswalker's Fury [None] Land: Celestial Colonnade [6WW] Sorcery: Reverse the Sands [G] Creature, Elf Scout: Copperhorn Scout [3U] Instant: Wheel and Deal [G] Sorcery: Chatter of the Squirrel [4R] Creature, Lizard: Whiptail Moloch [2W] Enchantment: Rewards of Diversity [1W] Creature, Spirit Cleric: Guardian of Pilgrims [2B] Creature, Vampire: Markov Patrician [2GU] Creature, Wurm: Warping Wurm [4GG] Creature, Beast: Needleshot Gourna [3B] Creature, Human Wizard: Magus of the Abyss [W] Creature, Human: Tragic Poet [G/WG/W] Creature, Elf Wizard: Selesnya Guildmage [None] Land: Nomad Outpost [W/UW/U] Creature, Vedalken Wizard: Azorius Guildmage [3UU] Sorcery: Time Warp [2BB] Sorcery: Languish [3UU] Enchantment: Dispersing Orb [2W] Creature, Cat: Glittering Lion [1B] Creature, Human Warrior Ally: Bojuka Brigand [GU] Creature, Vedalken Rogue: Vedalken Heretic [4W] Sorcery: Wave of Reckoning [1U] Sorcery: Hands of Binding [3B] Sorcery: Hoarder's Greed [R/GR/G] Creature, Human Shaman: Burning-Tree Emissary [G] Instant: Fog [3UB] Creature, Zombie Wizard: Havengul Lich [2W] Creature, Human Soldier: Guardians of Akrasa [4WW] Enchantment: Exclusion Ritual [3] Artifact, Equipment: Champion's Helm [1UU] Creature, Human Wizard: Echo Mage [2] Artifact: Dream Chisel [None] Plane, Dominaria: Academy at Tolaria West [2B] Creature, Vampire: Falkenrath Torturer [2G] Creature, Elf Artificer Druid: Architect of the Untamed [W] Creature, Human Spellshaper: Netter en-Dal [4RW] Creature, Beast: Bull Cerodon [2B] Sorcery: Live Fast [2U/B] Creature, Merfolk Rogue Warrior: Gravelgill Duo [2UU] Enchantment: Leyline of Anticipation [2UU] Creature, Bird Soldier: Ascending Aven [2WW] Enchantment: Concerted Effort [None] Land: New Benalia [2G] Sorcery, Arcane: Kodama's Reach [BB] Enchantment, Aura: Spirit Shackle [U/R] Enchantment, Aura: Clout of the Dominus [2U] Creature, Squid Horror: Chasm Skulker [2] Legendary Artifact: Sword of the Chosen [2B] Sorcery: Festergloom [1WU] Creature, Spirit Soldier: Drogskol Captain [1R] Creature, Human Shaman: Thermo-Alchemist [GW] Instant: Seeds of Strength [2B] Enchantment: Behind the Scenes [2G] Creature, Elf Shaman Ally: Vastwood Animist [1B] Creature, Skeleton: Unworthy Dead [2WW] Creature, Human Soldier: Dawnbringer Charioteers [RR] Planeswalker, Tibalt: Tibalt, the Fiend-Blooded [1] Artifact, Equipment: Slagwurm Armor [UB] Sorcery: Glimpse the Unthinkable [4] Artifact: Crooked Scales [1U] Instant: Snapback [XXR] Instant: Fall of the Titans [UB] Creature, Insect: Woodlot Crawler [1R] Creature, Goblin Scout: Goblin Shortcutter [1WW] Legendary Creature, Human: Soraya the Falconer [4W] Instant: Second Thoughts [2] Artifact: Ashes of the Fallen [3R] Enchantment: Aggressive Mining [4RR] Creature, Giant Warrior: Akoum Boulderfoot [3W] Creature, Wall: Wall of Faith [3G] Creature, Spirit: Feral Deceiver [2UB] Sorcery: Urza's Guilt [2U] Creature, Zombie Drake: Scrapskin Drake [1R] Creature, Human Warrior: War-Name Aspirant [2GG] Creature, Spike Soldier: Spike Soldier [1R] Sorcery: Hurly-Burly [3UU] Legendary Creature, Human Soldier: Lu Meng, Wu General [5UU] Legendary Creature, Human Soldier: Zhou Yu, Chief Commander [4GG] Creature, Dragon: Destructor Dragon [XU] Instant: Power Sink [None] Land: Temple of Triumph [RR] Creature, Orc Cleric: Orcish Healer [3B] Creature, Zombie Berserker: Escaped Null [None] Scheme: My Genius Knows No Bounds [2WU] Instant: Vanish into Memory [1BB] Sorcery: Praetor's Grasp [6] Artifact Creature, Golem: Limestone Golem [U] Instant: Spell Snare [3] Artifact Creature, Myr: Myr Welder [R] Creature, Goblin Warrior: Akki Avalanchers [2R] Creature, Ogre: Gray Ogre [5GG] Creature, Beast: Protean Hulk [4GG] Sorcery: See the Unwritten [6] Artifact: Planar Gate [2B] Instant: To the Slaughter [W] Creature, Human Scout: Mtenda Herder [2G] Sorcery: Far Wanderings [5BB] Legendary Creature, Praetor: Sheoldred, Whispering One [3GG] Creature, Centaur Berserker: Ghor-Clan Savage [2G] Creature, Human Archer Werewolf: Daybreak Ranger [XBR] Legendary Creature, Goblin Rogue: Grenzo, Dungeon Warden [2WW] Instant: Scour [2BRR] Enchantment: Anthem of Rakdos [None] Conspiracy: Weight Advantage [2U] Artifact Creature, Vedalken Wizard: Master of Etherium [3G] Creature, Elf Shaman: Viridian Lorebearers [3B] Enchantment, Aura: Feast of the Unicorn [3GG] Legendary Creature, Human Warrior: Anthousa, Setessan Hero [2RR] Creature, Minotaur Shaman: Oracle of Bones [1B] Creature, Goblin Shaman: Weirding Shaman [2] Artifact: Brain in a Jar [4U] Sorcery: Gone Missing [2] Artifact: Strionic Resonator [1WWW] Creature, Angel: Archangel of Tithes [6R] Instant: Spreading Flames [1R/G] Instant: Manamorphose [3U] Instant: Aetherize [4U] Creature, Drake: Mindeye Drake [3] Artifact: Heartstone [None] Legendary Land: Flagstones of Trokair [2RR] Creature, Giant Shaman: Bone Shaman [B] Enchantment: Vampiric Rites [None] Land, Island Mountain: Volcanic Island [U] Creature, Faerie Rogue: Faerie Miscreant [4WW] Creature, Spirit: Dearly Departed [U] Instant: Mise [1BGU] Legendary Creature, Naga Shaman: Sidisi, Brood Tyrant [3] Artifact, Equipment: Sword of Light and Shadow [7RR] Creature, Dragon: Zodiac Dragon [3RR] Creature, Elemental Cat: Savage Firecat [3UU] Enchantment: Battle of Wits [2R] Creature, Orc Berserker: Screamreach Brawler [W] Instant: Worthy Cause [3W] Instant, Trap: Refraction Trap [3U] Sorcery: Vivisection [3G] Instant: Gloomwidow's Feast [7] Tribal Sorcery, Eldrazi: Skittering Invasion [1B] Instant: Echoing Decay [1U] Creature, Bird: Stormscape Familiar [G] Creature, Cat: Scythe Leopard [6] Artifact: Soul Conduit [1GG] Creature, Human Druid: Yavimaya Elder [3G] Sorcery: Beacon of Creation [1UR] Enchantment: Fevered Visions [1R] Sorcery: Processor Assault [3W] Creature, Elf Knight: Rune-Cervin Rider [6G] Creature, Spike: Spike Hatcher [2GW] Creature, Cat Soldier: Leonin Armorguard [1B] Creature, Human Warrior: Blood-Chin Rager [2] Artifact, Equipment: Spy Kit [4G] Enchantment: Gutter Grime [None] Land: Sandstone Bridge [1BB] Creature, Imp: Soot Imp [5] Artifact Creature, Gargoyle: Manor Gargoyle [2WW] Legendary Creature, Kithkin Archer: Brigid, Hero of Kinsbaile [3G] Creature, Spirit: Verdant Eidolon [2] Artifact: Scroll of the Masters [3] Artifact Creature, Myr: Myr Landshaper [2W] Creature, Human Cleric: Revered Elder [R/GR/G] Creature, Goblin Shaman: Vexing Shusher [G] Enchantment: Root Maze [3GG] Creature, Boar Beast: Copperhoof Vorrac [None] Snow Land: Boreal Shelf [BRG] Enchantment: Destructive Flow [2WW] Creature, Human Knight: Hero of Bladehold [3RR] Creature, Dragon: Voracious Dragon [B] Creature, Minion: Sleeper Agent [1U] Instant: Reality Ripple [3R] Sorcery: Roar of the Crowd [B] Instant: Virulent Swipe [2UU] Creature, Human Wizard: Stormscape Master [G] Creature, Human Druid: Noble Hierarch [2B] Creature, Skeleton Wall: Wall of Bone [3GG] Sorcery: Predatory Rampage [R] Sorcery: Burning Inquiry [2W] Enchantment, Aura: Ghostly Possession [5WW] Sorcery: Ancestral Tribute [1B] Artifact Creature, Human Rogue: Salvage Slasher [1GGU] Creature, Frog: Omnibian [1GG] Creature, Badger: Giant Badger [3RR] Enchantment: Blood Rites [9] Artifact Creature, Construct: Suncrusher [BR] Creature, Sliver: Ghostflame Sliver [2B] Creature, Spirit: Foul Spirit [1] Artifact: Throne of Bone [4G] Instant: Dromoka's Gift [2R] Sorcery: Touch of the Void [None] Artifact, Equipment: Scrounged Scythe [W] Creature, Camel: Camel [2W] Creature, Fox Cleric: Kitsune Bonesetter [5RR] Creature, Dragon: Spawn of Thraxes [U] Sorcery: Distortion Strike [None] Land: Grand Coliseum [UUBB] Legendary Creature, Shapeshifter: Lazav, Dimir Mastermind [None] Land: Jund Panorama [None] Land: Raging Ravine [WW] Creature, Human Soldier: Stoic Champion [3WWW] Creature, Elemental Incarnation: Purity [X2RR] Sorcery: Flowstone Slide [None] Vanguard: Karn [2B] Creature, Worm Mercenary: Death Charmer [4U] Creature, Human Soldier: Wu Admiral [3U] Creature, Merfolk Wizard: Merrow Harbinger [R/WR/WR/W] Creature, Minotaur Wizard: Boros Reckoner [2G] Creature, Ape: Uktabi Orangutan [1UU] Instant: Three Wishes [3RGW] Creature, Beast: Realm Razer [3B] Creature, Shade: Whispering Shade [7] Artifact Creature, Beast: Arcbound Lancer [2G] Creature, Elf Warrior: Winnower Patrol [3GGG] Creature, Yeti: Wiitigo [2U] Enchantment, Aura: Thirst [1BB] Creature, Zombie Warrior: Lifebane Zombie [2RR] Creature, Drake: Canyon Drake [1UU] Enchantment: Mesmeric Trance [4U] Creature, Spirit: Diviner Spirit [0] Artifact: Spellbook [3R] Enchantment Creature, Ox: Purphoros's Emissary [2R] Creature, Elemental: Rage Nimbus [2WW] Creature, Human Soldier: Kytheon's Irregulars [3B] Creature, Goblin Rogue: Stinkdrinker Bandit [1RG] Creature, Wolf: Immerwolf [1B] Tribal Instant, Shapeshifter: Nameless Inversion [1B] Creature, Sliver: Frenzy Sliver [4B] Creature, Goblin Rogue: Warren Pilferers [2W] Creature, Kor Soldier: Kor Hookmaster [6UU] Creature, Leviathan: Kederekt Leviathan [4UU] Creature, Drone: Looming Hoverguard [2B] Enchantment: Warped Devotion [1RR] Creature, Wall: Aether Membrane [None] Land: Shivan Reef [4RR] Instant: Fireblast [4W] Creature, Kithkin Cleric: Barrenton Medic [2UU] Creature, Beast: Thought Devourer [2B] Creature, Scorpion: Giant Scorpion [3RR] Enchantment: Possibility Storm [3W] Instant: Rapid Fire [3GG] Creature, Beast: Nessian Game Warden [2UB] Sorcery: Brainbite [2B] Sorcery: Scrounge [3WB] Creature, Griffin Skeleton: Sentry of the Underworld [2U] Creature, Jellyfish: Man-o'-War [R] Creature, Bird: Roc Hatchling [1BB] Creature, Spirit Minion: Lost Soul [1G] Creature, Elf Shaman: Pendelhaven Elder [B] Enchantment: Ow [4W] Creature, Spirit: Hundred-Talon Kami [3W] Creature, Human Soldier: Icatian Skirmishers [2/B2/B2/B] Sorcery: Beseech the Queen [None] Land: Brushland [1W] Creature, Kithkin Rebel Scout: Amrou Scout [2U] Creature, Spirit: River Kaijin [3G] Creature, Ape: Summit Apes [2W] Creature, Spirit: Spectral Shepherd [0] Artifact: Dark Sphere [1R] Enchantment, Aura: Infectious Bloodlust [2UU] Creature, Spirit: Niblis of Frost [None] Land, Gate: Rakdos Guildgate [3R] Instant: Swift Kick [3WBB] Enchantment: Necromancer's Covenant [3U] Enchantment: Dampening Pulse [2BB] Sorcery: Damnation [3G] Creature, Crocodile: Algae Gharial [3G] Creature, Beast: Skyshroud Cutter [2R] Creature, Eldrazi Drone: Nettle Drone [1UU] Creature, Merfolk Scout: Streambed Aquitects [3B] Creature, Bird: Wake of Vultures [3W] Creature, Angel: Seraph of the Sword [1B] Sorcery: Whispers of Emrakul [R] Instant: Surge of Zeal [1U] Instant: Glint [1U] Instant: Flash Counter [B] Creature, Zombie: Gravecrawler [XG/W] Sorcery: Dawnglow Infusion [1R] Creature, Human Warrior: Gore-House Chainwalker [2RR] Instant: Fateful Showdown [3G] Creature, Spirit: Burr Grafter [2GGG] Creature, Treefolk: Weatherseed Treefolk [4U] Enchantment, Aura Curse: Curse of Echoes [5] Artifact: Venser's Journal [2UU] Creature, Elemental: Question Elemental? [4R] Sorcery: Rage of Purphoros [1U] Enchantment: Compulsion [6G] Creature, Wurm: Whiptail Wurm [None] Land: Stensia Bloodhall [5BB] Legendary Creature, Vampire Warrior: Kalitas, Bloodchief of Ghet [2WW] Creature, Human Cleric: False Prophet [1UU] Creature, Djinn: Indentured Djinn [2W] Creature, Spirit: Shinen of Stars' Light [2W] Creature, Human Soldier: Midnight Guard [W] Creature, Human Rebel: Ramosian Sergeant [3WU] Creature, Sphinx: Jelenn Sphinx [3G] Snow Creature, Centaur Shaman: Centaur Omenreader [4] Artifact Creature, Wall: Living Wall [3WW] Creature, Human Soldier: Skyspear Cavalry [None] Land: Hellion Crucible [B] Sorcery: Disentomb [R] Instant: Dynacharge [8] Creature, Eldrazi: Breaker of Armies [WB] Sorcery: Conjurer's Ban [4U] Sorcery: Switcheroo [4] Artifact Creature, Soldier: Soldevi Simulacrum [GU] Instant: Hydroform [5G] Creature, Wurm: Gravetiller Wurm [BB] Enchantment, Aura: Enfeeblement [1UU] Instant: Polymorphist's Jest [U] World Enchantment: Field of Dreams [2BB] Enchantment: Leyline of the Void [WU] Artifact Creature, Vedalken Scout: Vedalken Outlander [None] Land: Dread Statuary [2R] Enchantment: Retreat to Valakut [2G] Creature, Human Shaman: Naya Battlemage [2] Artifact: Selesnya Signet [3R] Creature, Goblin Rogue: Goblin Racketeer [3B] Creature, Imp: Demon's Jester [4] Artifact Creature, Gargoyle: Dragonloft Idol [2U] Enchantment Creature, Nautilus: Crystalline Nautilus [RR] Enchantment: Raging River [1WUB] Legendary Creature, Human Wizard: Zur the Enchanter [2] Artifact, Equipment: Surestrike Trident [1BB] Creature, Bird: Death's-Head Buzzard [2G] Creature, Human Spellshaper: Rushwood Herbalist [2R] Sorcery: Thatcher Revolt [4UU] Creature, Illusion: Draining Whelk [3R] Instant, Arcane: Ire of Kaminari [1R] Creature, Human Shaman Werewolf: Kessig Forgemaster [2W] Creature, Pegasus: Plated Pegasus [2] Artifact, Equipment: Leering Emblem [1G] Instant: Sprout Swarm [None] Land: Windswept Heath [1B] Creature, Gremlin: Flensermite [G] Enchantment, Aura: Genju of the Cedars [2UU] Creature, Djinn: Waterspout Djinn [None] Land: Rushwood Grove [1U] Creature, Cephalid Wizard: Cephalid Illusionist [1G] Creature, Elf Wizard Shaman: Bloodline Shaman [G] Enchantment: Hardened Scales [1W] Creature, Rebel Bird: Defiant Falcon [1G] Sorcery: Marshaling the Troops [None] Land: Lake of the Dead [2R] Sorcery: Falling Star [3BB] Creature, Spirit: Sewerdreg [1B] Enchantment, Aura: Strength of Lunacy [None] Land: Cathedral of Serra [2G] Creature, Spider: Rib Cage Spider [2W] Instant: Sunfire Balm [B] Creature, Vampire Warrior: Vampire Lacerator [3R] Creature, Human Berserker: Blade-Tribe Berserkers [3U] Creature, Illusion: Unblinking Bleb [1W] Enchantment: Spiritual Focus [3W] Creature, Human Cleric: Ephara's Warden [G] Creature, Elf Shaman: Llanowar Augur [None] Legendary Land: Okina, Temple to the Grandfathers [1U] Instant: Metamorphose [2R] Creature, Human Rogue: Spireside Infiltrator [2U] Sorcery: Political Trickery [4U] Sorcery, Arcane: Ribbons of the Reikai [2U] Creature, Thalakos Illusion: Thalakos Mistfolk [1G] Creature, Wolf: Quilled Wolf [3W] Creature, Hound: Guard Dogs [2UU] Creature, Human Wizard: Archaeomancer [1WW] Creature, Cat Knight: Skyhunter Skirmisher [3U] Creature, Weird: Steamcore Weird [2U] Enchantment, Aura: Vow of Flight [4R] Creature, Minotaur Warrior Ally: Kazuul Warlord [2R] Creature, Human Monk: Acolyte of the Inferno [None] Land: Nephalia Drownyard [2W] Creature, Human Soldier: Pearlspear Courier [2] Artifact, Equipment: Empyrial Plate [1W] Creature, Human Cleric: Soul Shepherd [2U] Enchantment: Arcane Laboratory [3U/R] Creature, Elemental: Shrewd Hatchling [3G] Creature, Ape Warrior: Simian Brawler [1R] Creature, Elemental: Storm Entity [1BR] Creature, Zombie Wizard: Anathemancer [2R] Creature, Orc Scout: Ironclaw Buzzardiers [2U] Instant: Grip of the Roil [B] Enchantment: Tortured Existence [1WW] Creature, Human Soldier: Gideon's Avenger [1R] Enchantment, Aura: Paroxysm [3B] Creature, Human Samurai: Numai Outcast [2U] Enchantment: Mana Breach [3W] Enchantment, Aura: Strength of Unity [5BBB] Creature, Avatar: Scion of Darkness [2R] Creature, Elemental Cat: Regathan Firecat [3G] Instant: Mystic Melting [2R] Creature, Goblin Warrior: Wandering Goblins [XRRWW] Sorcery: Brightflame [2] Artifact, Equipment: Cobbled Wings [5] Legendary Artifact: Heroes' Podium [2WU] Instant: Aethermage's Touch [5B] Sorcery: Essence Feed [U] Sorcery: Drafna's Restoration [2BB] Sorcery: Barter in Blood [1B] Creature, Zombie Rat: Rancid Rats [3R] Sorcery: Wrack with Madness [6] Artifact: Bronze Tablet [3B/GB/G] Legendary Creature, Treefolk Shaman: Sapling of Colfenor [2B] Summon, Zombie: Temp of the Damned [1B] Instant: Subtle Strike [2BB] Instant: Nocturnal Raid [3] Tribal Artifact, Wizard Equipment: Diviner's Wand [U] Enchantment, Aura: Private Research [3] Artifact: Eye of Yawgmoth [2] Artifact: Howling Mine [R] Creature, Construct: Slag Fiend [3R] Sorcery: Dwarven Landslide [4BB] Creature, Zombie: Dripping Dead [8UUU] Sorcery: Temporal Trespass [1BB] Creature, Vampire Knight: Arrogant Bloodlord [3UR] Creature, Human Wizard: Mercurial Chemister [1GG] Creature, Elf Druid: Elvish Archdruid [1G] Enchantment: Primal Rage [1R/W] Instant: Shattering Blow [1RG] Creature, Bird: Windreaper Falcon [3RR] Legendary Creature, Human Shaman: Kumano, Master Yamabushi [3G] Creature, Treefolk: Rowan Treefolk [4R] Creature, Yeti: Hungering Yeti [3] Artifact: Thousand-Year Elixir [1W] Enchantment: Earnest Fellowship [2BR] Creature, Specter: Blazing Specter [1W] Creature, Human Soldier: Thraben Valiant [4] Legendary Artifact, Equipment: Dragon Throne of Tarkir [U] Instant: Envelop [1W] Creature, Human Knight: Knight of Glory [2W] Creature, Human Soldier: Shu Foot Soldiers [2B] Creature, Zombie: Mournful Zombie [1W] Instant: Surge of Righteousness [2] Artifact Creature, Myr: Silver Myr [2UU] Instant: Lay Bare [B] Creature, Harpy Mercenary: Molting Harpy [4GGG] Creature, Wurm: Elderscale Wurm [1WU] Enchantment: Reparations [3R] Instant, Trap: Inferno Trap [WW] Sorcery: Martyr's Cry [1GW] Enchantment, Aura: Armadillo Cloak [B] Creature, Rat: Carrion Rats [RR] Sorcery: Last Chance [1] Artifact: Profane Memento [4RGW] Legendary Creature, Human Warrior: Hazezon Tamar [4W] Creature, Elephant: Iron Tusk Elephant [4GW] Sorcery: Coursers' Accord [BBBB] Sorcery: Temporal Extortion [2U] Creature, Human Wizard: Galvanic Alchemist [B] Instant: Midnight Charm [3W] Enchantment: Builder's Blessing [3U] Creature, Human Wizard: Separatist Voidmage [2G] Instant: Wild Hunger [3U] Creature, Thalakos Wizard: Thalakos Deceiver [4BB] Creature, Zombie Mutant: Nefashu [1W] Instant: Immolating Glare [1WW] Instant: Second Sunrise [3UBB] Legendary Creature, Human Pirate: Ramirez DePietro [1R] Creature, Goblin: Skirk Marauder [3GGG] Legendary Creature, Dragon Spirit: Jugan, the Rising Star [3] Artifact: Vedalken Shackles [3R] Instant, Arcane: Blind with Anger [1W] Sorcery: Flicker [2BB] Creature, Demon: Desecration Demon [None] Land: Secluded Glen [2RR] Planeswalker, Chandra: Chandra, Pyromaster [2RR] Creature, Vampire: Heirs of Stromkirk [1U] Enchantment, Aura: Zephyr Net [UR] Creature, Goblin Wizard: Goblin Electromancer [BBB] Enchantment: Infernal Tribute [2R] Instant: Flames of the Blood Hand [2G] Creature, Eldrazi Processor: Void Attendant [2BR] Creature, Human Knight: Lim-Dul's Paladin [W] Creature, Human: Icatian Moneychanger [1W] Enchantment: Absolute Law [3BB] Sorcery: Incremental Blight [3R] Enchantment: Total War [1UU] Creature, Human Wizard: Silumgar Sorcerer [2U] Enchantment: Hedron Alignment [1W] Sorcery: Ondu Rising [2UU] Creature, Whale: Long-Finned Skywhale [3] Artifact: Rakdos Cluestone [1BR] Creature, Ogre Warrior: Jagged Poppet [2BB] Creature, Carrier: Phyrexian Defiler [None] Land, Lair: Darigaaz's Caldera [2UU] Enchantment: Ambiguity [2] Artifact: Deserter's Quarters [5U] Enchantment, Aura: Eternity Snare [2BB] Instant: Shriveling Rot [4W] Sorcery: Global Ruin [2W] Creature, Merfolk Archer: Harpoon Sniper [3BB] Creature, Demon: Bloodgift Demon [1B] Creature, Faerie Wizard: Nectar Faerie [2WW] Legendary Creature, Human Soldier: Huang Zhong, Shu General [3WW] Creature, Kor Soldier: Lancers en-Kor [4B] Creature, Eldrazi Drone: Kozilek's Translator [1B] Sorcery: Self-Inflicted Wound [1WW] Creature, Human Nomad Mystic: Mystic Crusader [1U] Artifact Creature, Vedalken Artificer: Etherium Sculptor [2RR] Creature, Elemental Hound: Hound of Griselbrand [UB] Instant: Dimir Charm [1W] Creature, Bird: Freewind Falcon [2] Artifact, Equipment: Ring of Kalonia [2RR] Instant, Arcane: Gaze of Adamaro [4W] Creature, Spirit Cleric: Custodi Squire [1W] Enchantment: Rolling Stones [1RR] Creature, Orc: Orcish Farmer [XUU] Enchantment: Iceberg [3BB] Sorcery: Planar Despair [2BB] Enchantment: Infernal Darkness [1B] Instant: Cradle to Grave [2R] Creature, Beast: Ferrovore [1BB] Instant: Succumb to Temptation [G] Legendary Enchantment: Oath of Nissa [1UU] Creature, Spirit: Stormbound Geist [3R] Enchantment: Pandemonium [5W] Instant: Banishing Stroke [1GG] Creature, Lizard Beast: Deathmist Raptor [W] Creature, Human: Devout Harpist [1G] Creature, Centaur Shaman: Forcemage Advocate [R] Instant: Last-Ditch Effort [5G] Creature, Elemental Beast: Grave Sifter [1GG] Legendary Creature, Human: Hua Tuo, Honored Physician [1] Artifact: Pithing Needle [2B] Sorcery: Delirium Skeins [2G] Instant: Pulse of Murasa [4GG] Legendary Creature, Elemental: Multani, Maro-Sorcerer [2U] Creature, Crab: Jwari Scuttler [4R/PR/P] Artifact Creature, Dragon: Moltensteel Dragon [1WW] Enchantment: Grasp of Fate [3G] Creature, Wurm: Pouncing Wurm [1WW] Instant: Morale [WW] Creature, Human Wizard: Keeper of the Light [3G] Creature, Cat: Stalking Tiger [1G] Instant: Tanglesap [3U] Legendary Creature, Cephalid: Llawan, Cephalid Empress [1UB] Creature, Zombie Siren: Siren of the Silent Song [4G] Creature, Lizard Beast: Adaptive Snapjaw [2GG] Creature, Rhino Beast: Snorting Gahr [G] Instant: Seedling Charm [1R] Instant: Psychotic Fury [5W] Creature, Bird Cleric: Aven Battle Priest [3BBB] Creature, Zombie Giant: Necrosavant [1BB] Creature, Ooze: Necroplasm [2B] Enchantment: Dark Tutelage [G] Instant: Sylvan Paradise [2GG] Creature, Lizard: Pangosaur [3U] Summon, Clamfolk: Clambassadors [1B] Creature, Zombie Cleric: Shepherd of Rot [U] Creature, Merfolk: Rootwater Diver [1U] Instant: Scent of Brine [5RR] Sorcery: Fury of the Horde [1BB] Sorcery: Crippling Fatigue [4B] Creature, Human Soldier: Stone Catapult [2WW] Enchantment, Aura: Caribou Range [2GG] Enchantment: Rowen [U/RU/RU/R] Creature, Shapeshifter: Crag Puca [4G] Creature, Beast: Hystrodon [3RR] Creature, Elemental: Greater Forgeling [U] Instant: Dream Twist [2B] Creature, Frog: Noxious Toad [1W] Creature, Wall: Prison Barricade [3UB] Legendary Creature, Human Wizard: Nebuchadnezzar [1U] Enchantment, Aura: Mystic Veil [3WWW] Legendary Creature, Cat Giant: Jareth, Leonine Titan [4R] Creature, Vampire: Night Revelers [4GU] Creature, Shapeshifter: Progenitor Mimic [2R] Sorcery: Howl of the Horde [RGW] Creature, Kavu: Radiant Kavu [3RGW] Creature, Beast: Meglonoth [4B] Creature, Eye: Evil Eye of Orms-by-Gore [2UU] Creature, Elemental: Water Servant [3G] Creature, Rabbit Beast: Jackalope Herd [1B] Enchantment, Aura: Torment [3UR] Creature, Dragon: Spellbound Dragon [1W] Enchantment, Aura: Dragon Scales [B] Sorcery: Cry of Contrition [2B] Creature, Imp: Stinkweed Imp [2G] Creature, Human Wizard: Verduran Emissary [None] : Pegasus token card [1B] Creature, Sliver: Clot Sliver [2W] Instant: Phalanx Formation [4G] Creature, Snake: Nessian Asp [2W] Instant: Kor Chant [4R] Creature, Human Rogue: Fortune Thief [2W] Sorcery: Angelic Purge [1G] Creature, Sliver: Venom Sliver [3U] Artifact: Mindlock Orb [2U] Creature, Zombie Horror: Ingenious Skaab [2R] Legendary Creature, Human Samurai: Brothers Yamazaki [2G] Sorcery: Fade into Antiquity [2WB] Creature, Beast: Alms Beast [6BBB] Legendary Creature, Demon Spirit: Spirit of the Night [1B] Creature, Human Warrior: Golgari Thug [3W] Creature, Griffin: Charging Griffin [5R] Instant: Explosive Impact [5] Artifact Creature, Wall: Necropolis [3RR] Creature, Ogre Warrior: Frost Ogre [5UUU] Creature, Homarid: Deep Spawn [U] Instant: Mental Note [3] Artifact: Staff of the Wild Magus [2UU] Creature, Human Wizard Mutant: Cytoplast Manipulator [2B] Creature, Cyclops Warrior: Tar Pit Warrior [2GG] Enchantment, Aura: Elemental Resonance [4W] Creature, Elemental: Reveillark [1GG] Creature, Avatar: Scion of the Wild [3RR] Creature, Drake: Flowstone Wyvern [3W] Creature, Elephant Townsfolk: Bosom Buddy [None] Vanguard: Higure, the Still Wind Avatar [4GG] Creature, Wurm: Cowl Prowler [2UUU] Sorcery: Ancestral Memories [2GG] Creature, Antelope Beast: Stampeding Wildebeests [2W] Enchantment: Cornered Market [None] Basic Land, Mountain: Mountain [4G] Enchantment: Primal Vigor [3W/BW/BW/B] Sorcery: Pyrrhic Revival [3U] Creature, Jellyfish Beast: Glowing Anemone [W] Creature, Human Scout Ally: Expedition Envoy [B] Sorcery: Harsh Scrutiny [1WW] Sorcery: Kytheon's Tactics [4G] Creature, Human Warrior: Geist Trappers [6GG] Creature, Elemental: Liege of the Tangle [2GG] Creature, Wurm: Mungha Wurm [1W] Creature, Human: Repentant Blacksmith [1BB] Enchantment: Hecatomb [2U] Instant: Hour of Need [X1UU] Instant: Dominate [GW] Creature, Human Knight: Knotvine Paladin [1GG] Creature, Spirit: Gnarled Mass [None] Creature, Werewolf: Nightfall Predator [2W] Enchantment, Aura: Animal Boneyard [2B] Creature, Human Assassin: Hooded Assassin [4] Artifact: Amber Prison [2U/B] Enchantment, Aura: Torpor Dust [5BB] Legendary Creature, Spirit: Patron of the Nezumi [G] Creature, Human Druid: Village Elder [3GG] Creature, Spider: Acid Web Spider [1U] Creature, Human Wizard: Hisoka's Guard [2RR] Sorcery: Relentless Assault [5GG] Creature, Spider: Archweaver [R] Enchantment, Aura: Reflexes [2] Artifact, Equipment: Veteran's Sidearm [1WW] Sorcery: Valorous Charge [3BB] Creature, Beast: Prowling Pangolin [2R] Creature, Cat: Guma [3] Artifact: Jinxed Choker [3W] Creature, Human Knight: Knight of Obligation [W] Sorcery: Fragmentize [G] Enchantment: Form of the Squirrel [2GGGG] Creature, Elemental: Force of Nature [XUR] Sorcery: Epic Experiment [3UU] Legendary Creature, Human Wizard: Ixidor, Reality Sculptor [1G] Creature, Spirit: Petalmane Baku [None] Ongoing Scheme: I Know All, I See All [3] Artifact, Equipment: Warlord's Axe [7] Artifact Creature, Golem: Guardian of the Ages [2WW] Creature, Human Wizard: Sunscape Master [None] Basic Snow Land, Swamp: Snow-Covered Swamp [4UU] Sorcery: Cultural Exchange [1R] Creature, Goblin Warrior: Goblin Piker [2U] Enchantment, Aura: Feedback [1GG] Creature, Elephant: Trained Armodon [7UU] Sorcery: Clone Legion [2R] Creature, Goat Beast: Colos Yearling [3UB] Creature, Spirit: Haunter of Nightveil [5R] Creature, Elemental: Maze Rusher [5RR] Creature, Elemental: Hateflayer [U] Instant: Banishing Knack [None] Conspiracy: Muzzio's Preparations [2R] Instant: Resounding Thunder [WW] Instant: Illumination [4] Artifact: Cursed Rack [B] Creature, Insect: Plague Beetle [2W] Instant: Encircling Fissure [1W/UW/U] Creature, Spirit: Vassal Soul [3U] Sorcery: Polymorph [None] Scheme: Your Puny Minds Cannot Fathom [2UU] Creature, Gargoyle Illusion: Spire Phantasm [3U] Creature, Human Scout: Windscouter [2B] Creature, Faerie Rogue: Thieving Sprite [1W] Enchantment, Aura: Manacles of Decay [1WU] Legendary Creature, Spirit Cleric: Geist of Saint Traft [2R] Creature, Goblin Shaman: Blisterstick Shaman [B/GR] Enchantment, Aura: Sangrite Backlash [3W] Creature, Bird: Loyal Gyrfalcon [4] Artifact Creature, Leviathan: Eater of Days [4R] Creature, Phoenix: Shard Phoenix [2] Artifact Creature, Myr: Gold Myr [3B] Creature, Spirit: Lingering Tormentor [None] Plane, Ir: Turri Island [2R] Sorcery: Nahiri's Wrath [2G] Creature, Human Soldier: Salt Road Quartermasters [UB] Creature, Human Rogue: Disciple of Deceit [3C] Creature, Eldrazi: Thought-Knot Seer [B] Creature, Zombie Imp: Putrid Imp [1U] Creature, Merfolk: Vodalian Merchant [3GG] Creature, Insect: Stag Beetle [4RR] Planeswalker, Chandra: Chandra Ablaze [XWW] Sorcery: Return to the Ranks [2W] Creature, Human Knight: Kjeldoran Skyknight [XB] Sorcery: Killing Wave [3U] Legendary Creature, Illusion: Mistform Ultimus [1] Artifact: Soul Net [3R] Creature, Ape: Kird Chieftain [4UU] Artifact Creature, Construct: Torrential Gearhulk [4R] Creature, Devil: Scourge Devil [3U] Instant: Ether Well [4WWW] Creature, Angel: Luminous Angel [2G] Sorcery: Wing Storm [4] Artifact: Magnetic Mine [None] Land: Slippery Karst [5GG] Creature, Dragon: Foe-Razer Regent [XRG] Creature, Hydra: Apocalypse Hydra [2R] Creature, Beast: Ridgeline Rager [1U] Creature, Human Wizard: Research Assistant [1U] Creature, Homunculus: Jeering Homunculus [5] Artifact: Panoptic Mirror [None] Land: Llanowar Reborn [3W] Creature, Wall: Crude Rampart [W] Instant: Valor Made Real [B] Creature, Insect: Carrion Beetles [XG] Creature, Hydra: Mistcutter Hydra [1W] Creature, Human Soldier: Volunteer Reserves [2U] Sorcery: Write into Being [R] Enchantment: Barrage of Expendables [2U] Sorcery: Bamboozle [4UU] Creature, Illusion: Ephemeron [2U] Enchantment: Retreat to Coralhelm [6B] Creature, Elemental: Mournwhelk [5U] Creature, Spirit: Ethereal Usher [1GG] Snow Creature, Snake: Ohran Viper [1W] Instant: Winnow [W/BW/BW/B] Instant: Unmake [2RW] Legendary Enchantment Creature, God: Iroas, God of Victory [3BG] Sorcery: Flesh [2GG] Creature, Faerie: Pixie Queen [3W/UW/UW/U] Enchantment: Dovescape [4WW] Creature, Angel: Exalted Angel [B] Sorcery: Appetite for Brains [1UU] Creature, Human Wizard: Serendib Sorcerer [1G] Enchantment, Aura: Dragon Fangs [2G] Instant: Beast Within [1R] Instant: Draconic Roar [U] Creature, Merfolk Wizard: Tideshaper Mystic [None] Vanguard: Takara [1U] Creature, Bird: Spire Owl [3RG] Sorcery: Frenzied Tilling [UU] Creature, Merfolk: River Merfolk [5GG] Creature, Wurm: Engulfing Slagwurm [3R] Creature, Kavu: Kavu Runner [2WW] Planeswalker, Gideon: Gideon, Champion of Justice [2GG] Sorcery: Bramblecrush [2B] Creature, Human Spellshaper: Bog Witch [U] Creature, Crocodile: Grayscaled Gharial [2W] Creature, Human Cleric: Zealous Inquisitor [None] Land: City of Traitors [1RR] Creature, Minotaur Shaman: Hurloon Shaman [1] Artifact, Equipment: Blade of the Bloodchief [1W] Enchantment, Aura: Chosen by Heliod [3UU] Creature, Merfolk: Saprazzan Bailiff [None] Plane, Ravnica: Izzet Steam Maze [3B] Instant: Ritual of the Returned [1R] Instant: Pyretic Ritual [4RR] Legendary Enchantment: Homura's Essence [1U] Sorcery: Trapfinder's Trick [3B] Creature, Horror: Moor Fiend [3W] Creature, Griffin: Armored Griffin [2W] Creature, Hound: Gore Vassal [4WWBB] Creature, Archon: Ashen Rider [1R] Sorcery: Mizzium Mortars [3RWW] Creature, Angel: Firemane Angel [1BB] Creature, Specter: Whispering Specter [3BB] Enchantment: Descent into Madness [1R] Creature, Goblin: Mogg Flunkies [4] Artifact, Equipment: General's Kabuto [3U] Creature, Drake: Azure Drake [6WW] Creature, Avatar: Avatar of Hope [1BB] Creature, Zombie: Legions of Lim-Dul [1U] Creature, Spirit: Kaijin of the Vanishing Touch [3BB] Creature, Gorgon: Keepsake Gorgon [1R] Creature, Goblin Warrior: Boggart Sprite-Chaser [1W] Enchantment, Aura: Conviction [3UU] Legendary Creature, Human Spellshaper: Alexi, Zephyr Mage [4WW] Creature, Cat Beast: Felidar Sovereign [2G] Creature, Antelope: Grazing Gladehart [3B] Creature, Orc Warrior: Bellowing Saddlebrute [2GW] Creature, Unicorn: Zebra Unicorn [3U] Creature, Human Rogue: Marchesa's Emissary [B] Instant: Borrowed Malevolence [None] Vanguard: Rofellos [B] Enchantment, Aura: Sadistic Glee [3U] Creature, Human Wizard: Rimewind Cryomancer [1G] Sorcery: Nature's Way [3GU] Instant: Vigean Intuition [None] : Zombie token card [2R] Instant: Shaman's Trance [R] Instant: Wild Slash [4GG] Sorcery: Joraga Invocation [4B] Creature, Spirit: Kemuri-Onna [1R] Enchantment, Aura: Madcap Skills [3B] Creature, Zombie Snake: Rotting Fensnake [3W] Creature, Human Soldier: Sunspire Gatekeepers [1W] Creature, Human Knight: Youthful Knight [None] Vanguard: Selenia [2GG] Sorcery: Mwonvuli Acid-Moss [None] Creature, Werewolf: Wildblood Pack [U] Enchantment, Aura: Sisay's Ingenuity [None] Land: Temple of the False God [1W] Creature, Spirit: Keening Apparition [3B] Creature, Human Cleric: Deathmark Prelate [3] Artifact: Scale of Chiss-Goria [1G] Sorcery: Scouting Trek [3WB] Creature, Human Cleric: Vizkopa Confessor [1RR] Enchantment, Aura: Destructive Urge [3B] Instant: Chill to the Bone [2W] Enchantment: Teferi's Care [XX2WW] Sorcery: Decree of Justice [2R] Sorcery: Rolling Temblor [None] Phenomenon: Spatial Merging [5B] Creature, Djinn: Goham Djinn [4G] Creature, Human: Village Survivors [2G] Creature, Human Scout: Woodland Patrol [2GG] Enchantment: Freyalise's Winds [1U] Instant: False Summoning [3WW] Creature, Human Rebel: Ramosian Sky Marshal [1RR] Legendary Creature, Spirit: Adamaro, First to Desire [4G] Creature, Wurm: Dirtcowl Wurm [None] Creature, Kraken Horror: Awoken Horror [3B] Creature, Human Rat Minion: Dirty Wererat [1UR] Planeswalker, Dack: Dack Fayden [3R] Enchantment: Burning Earth [1R] Creature, Goblin: Goblin Bully [1G] Sorcery: Edge of Autumn [0] Creature, Kobold: Crookshank Kobolds [1UB] Instant: Recoil [2U] Creature, Spirit: Callous Deceiver [5] Artifact Creature, Golem: Etched Monstrosity [1WW] Creature, Human Knight: Silverblade Paladin [5GGG] Sorcery: Ezuri's Predation [2B] Enchantment, Aura: Fallen Ideal [4G] Creature, Beast: Scragnoth [5W] Instant: Channel Harm [1GG] Creature, Troll Shaman: Troll Ascetic [None] Vanguard: Mirri [2B] Creature, Human Rogue: Tooth Collector [3WW] Enchantment: Skybind [1UU] Enchantment: Halcyon Glaze [4R] Creature, Donkey Lord: Assquatch [2UU] Instant: Scattering Stroke [None] Land: Dakmor Salvage [R] Instant: Rending Volley [B] Sorcery: Encroach [0] Artifact: Mishra's Bauble [U] Enchantment, Aura: Essence Leak [7GG] Creature, Spirit: Body of Jukai [3W] Creature, Sliver: Watcher Sliver [8UU] Legendary Creature, Praetor: Jin-Gitaxias, Core Augur [B/RB/R] Creature, Zombie Shaman: Rakdos Guildmage [4WUUB] Artifact Creature, Sphinx: Sphinx Sovereign [3G] Sorcery: Calming Verse [U] Instant: Champion's Victory [3RG] Creature, Wurm: Segmented Wurm [XR] Instant: Rock Slide [U] Instant: Jump [2GG] Creature, Hound Archer: Aerie Bowmasters [3G] Creature, Boar: Nettle Swine [4G] Creature, Donkey Shaman: Fat Ass [None] Plane, Ravnica: Orzhova [None] Creature, Vampire Berserker: Heir to the Night [1B] Enchantment Creature, Spirit: Nyxborn Eidolon [2W] Enchantment, Aura: Farrel's Mantle [1G] Enchantment, Aura: Jolrael's Favor [W] Instant: Off Balance [2B] Enchantment: Feast on the Fallen [3] Artifact: Sultai Banner [2G] Instant: Touch of Vitae [2U] Creature, Merfolk Rogue: Scroll Thief [G] Creature, Human Warrior: Kin-Tree Warden [2RR] Enchantment: Kyren Negotiations [2G] Enchantment: Food Chain [1W] Instant: Swift Maneuver [2WW] Snow Enchantment: Snow Mercy [2B] Sorcery: Dirge of Dread [3] Artifact: Ring of Gix [R] Enchantment, Aura: Taste for Mayhem [1UU] Legendary Creature, Human Advisor: Lady Sun [GG] Sorcery: Superior Numbers [5] Artifact Creature, Cat Construct: Stocking Tiger [1BB] Creature, Ogre Warrior: Ogre Marauder [UBBR] Legendary Creature, Human Rogue: Gwendlyn Di Corci [3B] Creature, Horror: Sewer Nemesis [3U] Creature, Bird Soldier: Ojutai Interceptor [3W] Creature, Human Flagbearer: Coalition Honor Guard [1U] Instant: Aether Burst [3R] Instant, Arcane: Overblaze [5U] Creature, Bird Wizard: Crookclaw Elder [None] Land: Arcane Sanctum [2W] Creature, Wall: Wall of Resurgence [W] Instant: Seize the Initiative [2UUU] Enchantment: Future Sight [1W] Creature, Human Soldier: Auriok Sunchaser [4] Artifact Creature, Golem: Solemn Simulacrum [2U] Legendary Enchantment Creature, God: Thassa, God of the Sea [5G] Enchantment Creature, Ox: Goldenhide Ox [4RR] Planeswalker, Chandra: Chandra, Pyrogenius [4BBB] Creature, Demon: Pit Spawn [2R] Instant: Smash [4RR] Enchantment: Rage Reflection [B] Creature, Skeleton: Duty-Bound Dead [4] Artifact Creature, Horse: Chrome Steed [G] Creature, Elf: Elvish Lookout [1U] Creature, Merfolk Rogue Ally: Umara Entangler [4B] Legendary Creature, Spirit: He Who Hungers [XRRR] Sorcery: Unwilling Recruit [2] Artifact, Equipment: Horned Helm [2B] Sorcery: Gruesome Encore [1R] Instant: Searing Spear [4RG] Legendary Creature, Human Warrior: Stangg [3BB] Creature, Beast: Thrashing Wumpus [1R] Creature, Orc Shaman: Ire Shaman [1BR] Creature, Vampire Soldier: Stromkirk Captain [RWB] Enchantment: Mardu Ascendancy [UB] Creature, Human Wizard: Duskmantle Guildmage [1B] Creature, Human Cleric: Priest of Yawgmoth [3W] Creature, Bird: Tine Shrike [2R] Enchantment: Shared Animosity [XW] Instant: Excise [2G] Enchantment: Wild Defiance [2G] Instant: Wildsize [3B] Instant: Foul Renewal [2G] Creature, Human Archer: Trophy Hunter [4G] Legendary Enchantment, Shrine: Honden of Life's Web [1W] Enchantment: Luminarch Ascension [1B] Creature, Zombie: Skinthinner [1G] Creature, Hound Scout: Ainok Guide [2G] Creature, Troll: Horned Troll [B] Sorcery: Horrifying Revelation [4B] Sorcery: Maw of the Mire [2BB] Enchantment: Lethal Vapors [W] Creature, Human Soldier: Shield Mate [W] Creature, Human Nomad: Trade Caravan [3] Artifact: Obelisk of Naya [1W] Instant: Blessed Alliance [1B] Enchantment, Aura: Eternal Thirst [3G] Creature, Elf Druid: Argothian Elder [None] Vanguard: Mayael the Anima Avatar [None] Land: Rootbound Crag [None] Land: Hissing Quagmire [1G] Instant: Unravel the Aether [4] Artifact: Bubble Matrix [4BB] Sorcery: Deadly Tempest [3WW] Enchantment Creature, Archon: Celestial Archon [1G] Creature, Snake: Blight Mamba [2BB] Enchantment: Strands of Night [2WW] Creature, Elemental: Dust Elemental [2UB] Creature, Djinn: Benthic Djinn [3W] Sorcery: Allied Reinforcements [4R] Sorcery: Scorch the Fields [R] Instant: False Orders [3B] Creature, Human Rogue: Corpse Traders [3B] Creature, Nightstalker: Fen Stalker [6] Artifact Creature, Juggernaut: Phyrexian Juggernaut [2R] Instant: Downhill Charge [5W] Creature, Angel: Requiem Angel [3G] Creature, Bear: Striped Bears [3R] Creature, Human Werewolf Shaman: Mondronen Shaman [1] Artifact: Thran Foundry [1R] Instant: Mana Flair [1G] Instant: Fistful of Force [1U] Creature, Human Wizard: Soldevi Sage [2] Artifact, Equipment: Swiftfoot Boots [1RR] Sorcery: Hordeling Outburst [1BB] Creature, Spirit: Emissary of Despair [R] Creature, Goblin: Mogg Raider [U/BU/BU/BU/B] Instant: Memory Plunder [4] Artifact Creature, Hound Construct: Cogwork Tracker [1UBR] Creature, Ogre Mutant: Fire-Field Ogre [1WW] Creature, Human Knight: Man of Measure [3W] Creature, Human Cleric: Daru Sanctifier [1WW] Creature, Human Cleric: Banisher Priest [None] Land: Mirrorpool [2W] Legendary Creature, Human Advisor: Masako the Humorless [2G] Creature, Fungus: Thallid Germinator [1W] Artifact Creature, Human Artificer: Metallurgeon [4U] Creature, Elemental: Cyclone Sire [3RG] Instant: Run [1R] Sorcery: Mana Seism [3GG] Sorcery: Cyclical Evolution [2GG] Sorcery: Nature's Resurgence [WUB] Legendary Creature, Human Cleric: Lady Evangela [4] Artifact Creature, Scarecrow: Lockjaw Snapper [BB] Sorcery: Marsh Casualties [G] Creature, Nymph Dryad: Shanodin Dryads [2BB] Creature, Zombie Knight: Eastern Paladin [1C] Instant: Warping Wail [WW] Creature, Human Knight: White Shield Crusader [3G] Creature, Elf Shaman: Elvish Piper [3W] Creature, Human Cleric: Nearheath Chaplain [2U] Instant, Arcane: Murmurs from Beyond [4GW] Enchantment, Aura: Indrik Umbra [R/P] Instant: Gut Shot [1R] Instant: Accelerate [1U] Creature, Zombie: Drowned [4GGWW] Legendary Creature, Dryad: Chorus of the Conclave [4G] Creature, Spirit Treefolk: Yew Spirit [3WW] Legendary Creature, Spirit: Hikari, Twilight Guardian [None] : Soldier token card [1R/W] Instant: Double Cleave [1BB] Creature, Horror: Hidden Horror [1W] Creature, Human Cleric: Containment Priest [3W] Creature, Giant: Marble Titan [5] Artifact: Forethought Amulet [UB] Instant: Error [4G] Creature, Centaur Shaman: Dowsing Shaman [1U] Sorcery: Take Inventory [3W] Creature, Giant Soldier: Armory Guard [None] Land: Skyshroud Forest [None] Land: Piranha Marsh [4G] Instant: Pinion Feast [3GG] Creature, Ooze: Splitting Slime [G] Instant: Shrink [2U] Creature, Human Pirate: Rishadan Cutpurse [1G] Creature, Bear: Ashcoat Bear [1] Artifact: Amulet of Vigor [2] Artifact: Mind Stone [1RR] Instant: Lightning Storm [1U] Enchantment, Aura: Eel Umbra [1U] Creature, Homunculus: Doorkeeper [1U] Instant: Jilt [4G] Creature, Centaur Warrior: Pheres-Band Thunderhoof [1UU] Sorcery: Undo [2B] Instant: Reaping the Graves [2G] Creature, Insect Druid: Nullmage Advocate [G] Creature, Human Wizard: Magus of the Vineyard [1G] Creature, Plant Wall: Wall of Blossoms [2W] Creature, Dwarf Artificer: Master Trinketeer [2G] Enchantment, Aura: Surging Might [4BBB] Creature, Demon: Lord of the Void [2BR] Sorcery: Phyrexian Purge [R] Creature, Goblin Warrior: Mudbutton Clanger [1G] Creature, Insect: Thornscape Familiar [4GG] Creature, Goat: Pathbreaker Ibex [None] Land: Sunhome, Fortress of the Legion [R] Creature, Human Wizard: Magus of the Scroll [1G] Instant: Earthbrawn [2BR] Creature, Elemental Hound: Blazing Hellhound [3RR] Enchantment: Confusion in the Ranks [2W] Sorcery: Bargain [4B] Creature, Zombie Cleric: Fallen Cleric [3] Artifact, Equipment: Strata Scythe [2B] Creature, Human Shaman: Ophiomancer [4BR] Creature, Skeleton Warrior: Rakdos Ringleader [4B] Instant: Traitor's Clutch [1GG] Creature, Snake Warrior: Kashi-Tribe Elite [3R] Creature, Goblin Wizard: Embermage Goblin [UR] Instant: Izzet Charm [2UU] Creature, Shapeshifter: Aquamorph Entity [3B] Creature, Wraith: Bog Wraith [4BBB] Creature, Vampire: Chancellor of the Dross [W] Instant: Pay No Heed [1W] Creature, Spirit: Pteron Ghost [3B] Creature, Sliver: Vampiric Sliver [W] Enchantment, Aura: Artifact Ward [2WW] Creature, Angel: Sublime Archangel [3B] Creature, Horror: Childhood Horror [1] Artifact, Equipment: Blinding Powder [3R] Planeswalker, Chandra: Chandra, the Firebrand [BBBB] Creature, Horror: Phyrexian Obliterator [3B] Creature, Zombie Mercenary: Phyrexian Prowler [2U] Creature, Human Wizard: Captain of the Mists [UU] Creature, Merfolk Assassin: Merfolk Assassin [R] Sorcery: Chain Lightning [W] Creature, Human Monk Cleric: Devout Monk [3G/U] Creature, Beast: Grazing Kelpie [1WW] Instant: Abolish [XRR] Instant: Fault Line [5UUU] Creature, Elemental: Tidal Force [1R] Enchantment: Pyrostatic Pillar [2R] Creature, Salamander: Scalding Salamander [None] Creature, Human Insect: Insectile Aberration [XU] Instant: Clash of Wills [2W] Enchantment, Aura: Recumbent Bliss [6] Creature, Eldrazi: Conduit of Ruin [5B] Creature, Slug Horror: Morkrut Necropod [1G] Creature, Insect Druid: Nantuko Tracer [1U] Instant: Hurkyl's Recall [3B] Creature, Zombie: Haunted Cadaver [4R] Sorcery: Double Deal [2B] Creature, Shade: Frozen Shade [1] Artifact: Scroll of Avacyn [1U] Enchantment, Aura: Psionic Gift [3BR] Sorcery: Skull Rend [XGG] Sorcery: Borrowing the East Wind [2G] Enchantment: Fecundity [None] Creature, Werewolf: Silverpelt Werewolf [4R] Creature, Ogre Warrior: Sokenzan Bruiser [1U] Creature, Homunculus Illusion: Sneaky Homunculus [3GG] Creature, Elf Scout Ally: Turntimber Ranger [3] Artifact: Dromoka Monument [4B] Enchantment Creature, Nymph: Dreadbringer Lampads [1] Artifact: Lens of Clarity [3] Artifact, Equipment: Sword of Fire and Ice [2RR] Creature, Minotaur Warrior Ally: Ondu Champion [2] Artifact, Equipment: Gorgon Flail [3W] Instant: Give No Ground [2R] Creature, Elemental: Chandra's Spitfire [3U] Sorcery: Stolen Goods [4B] Sorcery: Voices from the Void [2] Artifact, Equipment: Mask of Memory [WW] Creature, Human Knight: Puresteel Paladin [1R] Enchantment, Aura: Instill Furor [3G] Instant: Refreshing Rain [3R] Creature, Cyclops: Ekundu Cyclops [BB] Creature, Ogre: Hasran Ogress [2UB] Creature, Specter: Doomsday Specter [1G] Creature, Elf: Elvish Farmer [4W] Creature, Bird: Skyswirl Harrier [U] Creature, Merfolk Wizard: Tidal Visionary [4] Artifact: Pointy Finger of Doom [1W] Creature, Human Soldier: Relic Seeker [4R] Instant: Feedback Bolt [5RR] Creature, Dragon: Balefire Dragon [2W] Sorcery: Proclamation of Rebirth [None] Ongoing Scheme: I Bask in Your Silent Awe [None] Vanguard: Etched Oracle Avatar [None] Land: Marsh Flats [3U] Creature, Spirit: Enigma Eidolon [4B] Creature, Plant Zombie: Creakwood Ghoul [XR] Sorcery: Tempt with Vengeance [2] Artifact: Juntu Stakes [BG] Sorcery: Drown in Filth [4U] Creature, Sliver: Psionic Sliver [6WW] Enchantment: Divine Intervention [None] Creature, Eldrazi Reflection: Aurora of Emrakul [3G] Sorcery: Spore Burst [G] Creature, Human Druid: Groundskeeper [7GGG] Creature, Beast Mutant: Krosan Cloudscraper [2U] Artifact: Etherium Astrolabe [2W] Creature, Human Scout: Master of Diversion [None] Land, Swamp Forest: Bayou [2R] Creature, Dwarf: Dwarven Recruiter [None] Legendary Land: Volrath's Stronghold [XR] Instant: Dwarven Catapult [3U] Creature, Naga Wizard: Profaner of the Dead [2B] Creature, Human Cleric: Servant of Nefarox [1GW] Creature, Human Soldier Ally: Veteran Warleader [2B] Creature, Zombie: Liliana's Elite [1GG] Enchantment Creature, Satyr: Boon Satyr [3B] Creature, Vampire Horror: Weirded Vampire [3] Artifact: Plague Boiler [BBB] Sorcery: Sadistic Sacrament [None] Scheme: The Iron Guardian Stirs [X] Artifact: Chimeric Mass [BB] Instant: Dash Hopes [2GG] Legendary Creature, Human Warrior: Surrak, the Hunt Caller [3B] World Enchantment: The Abyss [3W] Creature, Human Soldier: Palace Sentinels [1G] Sorcery: Summer Bloom [6U] Creature, Beast: Phyrexian Ingester [7] Artifact Creature, Thopter: Flowstone Thopter [4UU] Instant: Mirror Match [W] Creature, Sliver: Plated Sliver [2UU] Enchantment: Dream Tides [U] Instant: Mystical Tutor [2RR] Creature, Elemental: Red-Hot Hottie [2UU] Instant: Psychic Trance [3RR] Instant: Pinpoint Avalanche [None] Land: Unholy Grotto [4] Artifact Creature, Golem: Dodecapod [4U] Creature, Crab: Giant Crab [1R] Instant: Shattering Pulse [7] Artifact Creature, Golem: Pilgrim of the Fires [2B] Creature, Zombie Mercenary: Phyrexian Driver [3UU] Sorcery: Time Reversal [None] Land: Thawing Glaciers [2G] Creature, Frog Beast: Anurid Swarmsnapper [3R] Sorcery: Structural Distortion [1W] Creature, Spirit: Ruin Ghost [2R] Creature, Dwarf Nomad: Dwarven Nomad [2G] Creature, Beast: Lurker [4R] Enchantment: Aether Charge [2G/WG/WG/W] Enchantment: Privileged Position [2WW] Creature, Kor Knight Ally: Relief Captain [4W] Creature, Bird Cleric: Welkin Guide [None] Creature, Elemental Shaman: Elemental Shaman [None] Land: Valakut, the Molten Pinnacle [6] Artifact Creature, Shapeshifter: Duplicant [1UU] Creature, Human Wizard: Callow Jushi [1R] Sorcery: Mob Justice [1B] Tribal Enchantment, Faerie: Bitterblossom [None] Vanguard: Jaya Ballard Avatar [RW] Instant: Fight to the Death [2BR] Enchantment: Reckless Assault [5] Artifact Creature, Golem: Crumbling Colossus [BB] Enchantment: Fevered Convulsions [1G] Instant: Tower Defense [BB] Creature, Elf Assassin: Scarblade Elite [None] Land: Riptide Laboratory [1UB] Planeswalker, Ashiok: Ashiok, Nightmare Weaver [2W] Enchant Player: Charm School [4W] Creature, Spirit Spellshaper: Ghost Tactician [4U] Instant: Enhanced Awareness [None] Land: Command Tower [2U] Creature, Zombie Warrior: Armored Skaab [1U] Creature, Merfolk Wizard: Vodalian Hypnotist [1W] Instant: Pollen Lullaby [G] Creature, Human Ooze: Experiment One [4GG] Creature, Hydra: Oran-Rief Hydra [WW] Creature, Human Knight: Kjeldoran Knight [1W] Enchantment, Aura: Lashknife [3W] Legendary Creature, Fox Wizard: Autumn-Tail, Kitsune Sage [7U] Creature, Serpent: Slipstream Serpent [2R] Enchantment: Pyromancer's Swath [3R] Sorcery: Deadshot [2B] Sorcery: Pick the Brain [GG] Sorcery: Nostalgic Dreams [2RR] Enchantment: An-Zerrin Ruins [3] Artifact: Urza's Miter [3RR] Creature, Wurm: Reckless Wurm [1WW] Enchantment, Aura: Shielded by Faith [1UU] Creature, Human Wizard: Aether Adept [4RRGG] Legendary Creature, Cyclops: Borborygmos Enraged [4W] Creature, Fox Samurai: Kitsune Dawnblade [GUR] Instant: Temur Charm [3G] Creature, Wurm: Broodhunter Wurm [None] Vanguard: Sidar Kondo [7BB] Sorcery: Plague Wind [0] Artifact: Urza's Contact Lenses [4U] Creature, Zombie: Rotcrown Ghoul [2R] Enchantment: Ion Storm [2UU] Enchantment, Aura: Auramancer's Guise [3] Creature, Eldrazi Horror: Eternal Scourge [3G] Creature, Cat: King Cheetah [U] Creature, Bird: Fledgling Osprey [R] Creature, Goblin: Warbreak Trumpeter [4] Artifact Creature: Rock Lobster [1U] Legendary Enchantment: Erayo's Essence [3W] Creature, Human Soldier Knight: Angelfire Crusader [4] Artifact: Fool's Tome [3GG] Creature, Wolf Warrior: Wolfir Silverheart [1BB] Sorcery: Naughty [4B] Creature, Human Rogue: Midnight Scavengers [1R] Enchantment: Fiery Bombardment [2] Artifact: Sphere of Resistance [2UU] Enchantment, Aura: Annex [1B] Sorcery: Gaze of Pain [3W] Enchantment: Worship [2G] Enchantment, Aura: Serpent Skin [1W] Enchantment, Aura: Pledge of Loyalty [X2RR] Sorcery: Avalanche [XB] Sorcery: Spoils of War [None] Legendary Land: Eye of Ugin [UU] Instant: Muddle the Mixture [B] Enchantment, Aura: Corrupted Roots [2G] Creature, Elf Archer: Titania's Chosen [1B] Enchantment, Aura: Cloak of Confusion [5UBB] Creature, Horror: Mindleech Mass [W] Instant: Great Defender [2B] Creature, Zombie Beast: Spined Basher [None] Land: Llanowar Wastes [XXR] Sorcery: Meteor Shower [2G] Creature, Snake: Sabertooth Cobra [6] Artifact: Booby Trap [1U] Instant: Barrin's Unmaking [1G] Creature, Wurm: Boneyard Wurm [3RR] Instant: Aggravate [1] Artifact: Wooden Sphere [2G] Instant: Krosan Grip [2W] Sorcery: Warrior's Charge [5UU] Creature, Illusion: Palinchron [2G] Creature, Elf: Everglove Courier [3B] Creature, Zombie Ogre Warrior: Viscera Dragger [3RR] Enchantment: Yet Another Aether Vortex [G] Instant: Vines of the Recluse [XRR] Creature, Hydra: Rock Hydra [3BB] Instant: Tidy Conclusion [None] Land: Flood Plain [5U] Legendary Creature, Dragon Spirit: Keiga, the Tide Star [5UUU] Creature, Djinn: Tidespout Tyrant [1G] Creature, Elf Scout: Sylvan Ranger [5WB] Legendary Creature, Human Advisor: Teysa, Envoy of Ghosts [1BB] Creature, Insect: Devouring Swarm [1B/R] Enchantment, Aura: Fists of the Demigod [2B] Creature, Beast: Shore Snapper [2B] Creature, Snake Wall: Wall of Vipers [2W] Instant: Dust of Moments [2W] Creature, Hound: Gate Hound [2R] Enchantment, Aura: Kumano's Blessing [None] Land: Moorland Haunt [None] Scheme: Dance, Pathetic Marionette [1RR] Creature, Human Berserker: Scab-Clan Berserker [1GG] Creature, Spike: Spike Rogue [B] Sorcery: Raise Dead [2U] Snow Creature, Bird: Frost Raptor [3WW] Legendary Creature, Angel: Archangel Avacyn [1U] Enchantment, Aura: Launch [1BR] Sorcery: Demonic Dread [None] Scheme: Into the Earthen Maw [2RR] Instant: Sulfurous Blast [1G] Enchantment: Hidden Ancients [5] Creature, Eldrazi Processor: Blight Herder [1U] Enchantment, Aura: Encase in Ice [4U] Creature, Beast: Stratozeppelid [3BR] Instant: Twinstrike [2R] Sorcery: Wheel of Fortune [3W] Creature, Human Knight: Inspiring Captain [3GU] Legendary Enchantment Creature, God: Kruphix, God of Horizons [1G] Creature, Fungus: Rot Shambler [None] Instant, Arcane: Evermind [3WW] Creature, Elemental: Scion of Vitu-Ghazi [3W] Creature, Spirit: Moonlit Strider [R/GR/G] Creature, Human Shaman: Gruul Guildmage [3G] Sorcery: Monstrify [2G] Creature, Spider: Hitchclaw Recluse [2BB] Enchantment, Aura: Necrotic Plague [2W] Enchantment: Lashknife Barrier [G] Enchantment: Storm Front [3BB] Sorcery: Soul Shred [G] Creature, Fungus Snake: Mold Adder [2BB] Sorcery: Evil Presents [2G] Creature, Elf Druid: Greenweaver Druid [7] Artifact: Spine of Ish Sah [2] Artifact: Trigon of Rage [1B] Sorcery: Defeat [2G] Creature, Hydra: Managorger Hydra [3RRGG] Legendary Creature, Cyclops: Borborygmos [W] Instant: Ajani's Presence [1R] Instant: Price of Progress [4] Artifact: Well of Life [1W] Instant: Cursebreak [3G] Creature, Hippo: Bull Hippo [1W] Creature, Human Soldier: Sunstrike Legionnaire [U] Creature, Human Wizard: Fugitive Wizard [4R] Creature, Minotaur: Talruum Champion [2W] Creature, Spirit: Waxmane Baku [5GG] Creature, Insect: Giant Adephage [3BB] Creature, Snake Assassin: Serpent Assassin [W] Instant: Pull from Eternity [4G] Creature, Snake: Boa Constrictor [2R] Creature, Elemental Hound: Hellfire Mongrel [2R] Enchantment: Citadel of Pain [3RR] Creature, Human Monk: Dragon-Style Twins [3UU] Legendary Creature, Kirin Spirit: Cloudhoof Kirin [3W] Sorcery: Unified Front [2U] Artifact Creature, Human Wizard: Skill Borrower [3WW] Creature, Angel: Reaper of Flight Moonsilver [2R] Creature, Ox: Raging Bull [3G] Creature, Centaur Spellshaper: Sophic Centaur [2W] Enchantment: Astral Slide [1B] Creature, Rat Warrior: Nezumi Cutthroat [4BB] Sorcery: Stolen Grain [None] Conspiracy: Emissary's Ploy [1BB] Creature, Horror: Dross Harvester [3R] Creature, Goblin Berserker: Goblin Heelcutter [2U] Creature, Illusion: Blind Phantasm [1R] Creature, Devil: Torch Fiend [3WW] Instant: Turn the Tables [2B] Instant: Corpse Lunge [5] Artifact Creature, Construct: Soliton [3R] Creature, Human Archer: Mardu Heart-Piercer [R] Creature, Goblin Warrior: War-Torch Goblin [XRW] Sorcery: Energy Bolt [2U] Creature, Merfolk Soldier: Merrow Reejerey [4U] Enchantment: Xenograft [2R] Creature, Vampire: Rakish Heir [3G] Sorcery: Explosive Vegetation [3U] Creature, Shapeshifter: Turtleshell Changeling [4R] Creature, Ogre: Ogre Arsonist [6] Artifact Creature, Horse: Workhorse [6GGG] Creature, Beast: Krosan Colossus [7WWW] Sorcery: Soulscour [1R] Instant: Kindle [4] Artifact: Barrin's Codex [3R/W] Creature, Elemental: Belligerent Hatchling [1BB] Creature, Spirit: Xenic Poltergeist [XRRR] Sorcery: Meteor Blast [2WW] Enchantment: Test of Endurance [3UU] Creature, Human Rogue Mutant: Keeper of Keys [0] Artifact, Equipment: Accorder's Shield [3R] Creature, Human Shaman: Brood Keeper [1R] Creature, Human Soldier: Firefist Striker [3W] Creature, Horse Rebel: Trenching Steed [4G] Creature, Beast: Feral Krushok [4BB] Creature, Zombie: Noosegraf Mob [2W] Instant: Avenging Arrow [None] Conspiracy: Iterative Analysis [U] Creature, Human Cleric Shaman: Balduvian Shaman [4W] Creature, Human Cleric: Master Healer [2RRR] Creature, Dragon: Scourge of Valkas [2B] Instant: Douse in Gloom [W] Creature, Bird: Suntail Hawk [2BB] Sorcery: Moan of the Unhallowed [2G] Creature, Cat Warrior: Elite Cat Warrior [1GG] Creature, Human Warrior: Champion of Lambholt [4] Artifact: Smokestack [3WW] Legendary Creature, Human Soldier: Rashida Scalebane [1W] Creature, Fox: Silverchase Fox [1B] Creature, Horror: Abyssal Gatekeeper [3UU] Enchantment: Bureaucracy [W] Creature, Leech: Alabaster Leech [None] Vanguard: Serra [2RR] Sorcery: Fiery Confluence [2B] Creature, Imp: Dusk Imp [6RR] Creature, Elemental Beast: Ashen Firebeast [3BB] Creature, Horror: Roiling Horror [1G] Sorcery: Skyreaping [2U] Creature, Spirit: Drift of Phantasms [1BB] Enchantment: Decaying Soil [XGG] Sorcery: Flock of Rabid Sheep [5R] Legendary Creature, Human Barbarian: Godo, Bandit Warlord [4R] Sorcery: Kaboom! [5] Artifact Creature, Insect: Spinal Parasite [W/UW/UW/U] Creature, Elemental: Plumeveil [1G] Creature, Human Warrior: Hamlet Captain [3GG] Creature, Shapeshifter: Game-Trail Changeling [2G] Creature, Human Scout: Tireless Tracker [3] Artifact Creature, Myr: Palladium Myr [5U] Creature, Elemental: Plasma Elemental [2GWU] Snow Creature, Faerie: Diamond Faerie [R] Creature, Goblin: Mogg Conscripts [2RR] Creature, Human Soldier Warrior: Sandstone Warrior [2RR] Creature, Phoenix: Flame-Wreathed Phoenix [W] Sorcery: Well [2B] Creature, Rat: Plague Rats [None] Plane, Shandalar: Eloren Wilds [2G] Creature, Elephant: Fairgrounds Trumpeter [2B] Creature, Nightstalker: Feral Shadow [2W] Enchantment: Righteous Indignation [3UU] Sorcery: Devastation Tide [None] Land: Dragonskull Summit [4G] Creature, Human Rogue: Kessig Cagebreakers [1R] Instant: Headlong Rush [3W] Creature, Elemental: Dawnfluke [4U] Creature, Beast: Scalpelexis [1W] Sorcery: Balance [2W] Creature, Spirit: Stoic Ephemera [2U] Creature, Zombie Warrior: Headless Skaab [4R] Creature, Dragon: Covetous Dragon [1U] Creature, Eldrazi Drone: Mist Intruder [3BB] Enchantment: Forbidden Crypt [1B] Enchantment, Aura: Midnight Covenant [1B] Creature, Human Cleric: Earthblighter [B] Enchantment: Dread of Night [2W] Enchantment, Aura: Griffin Guide [4] Legendary Artifact, Equipment: Sword of Kaldra [BB] Creature, Ooze: Consumptive Goo [2G] Creature, Kavu: Amphibious Kavu [3BG] Planeswalker, Vraska: Vraska the Unseen [1W] Enchantment, Aura: Spirit Loop [None] Land: Timber Gorge [2U] Enchantment, Aura Curse: Curse of the Bloody Tome [None] Vanguard: Orim [6C] Creature, Eldrazi: Deceiver of Form [4W] Creature, Bird Soldier: Castle Raptors [2BB] Creature, Zombie Giant: Cyclopean Giant [2G] Creature, Centaur Warrior: Centaur Courser [4U] Creature, Merfolk Wizard: Frostwind Invoker [1GW] Enchantment, Aura: Wellspring [2R] Creature, Werewolf Horror: Conduit of Storms [WW] Creature, Human Soldier: Veteran Armorsmith [1W] Creature, Human Cleric: Beacon of Destiny [5B] Creature, Horror: Witch Engine [1U] Creature, Wall: Fog Bank [1WW] Creature, Lhurgoyf: Cantivore [4U] Sorcery: Covenant of Minds [1W] Creature, Human Soldier: Shield Bearer [5] Artifact Creature, Golem: Dromar's Attendant [2BB] Creature, Djinn: Juzam Djinn [3GW] Creature, Human Soldier: Scalebane's Elite [1U] Instant: Echoing Truth [4] Artifact Creature: Scissors Lizard [None] Land: Flamekin Village [3W] Creature, Human Cleric: Sanctifier of Souls [R] Creature, Human Artificer: Inventor's Apprentice [2GUR] Legendary Creature, Human Warrior: Surrak Dragonclaw [2U] Creature, Jellyfish: Gomazoa [None] Land: Spawning Pool [4B] Instant: Broken Visage [W] Enchantment, Aura: Cowed by Wisdom [1R] Creature, Sliver: Hunter Sliver [2G] Creature, Human Werewolf: Hermit of the Natterknolls [3UU] Creature, Spirit: Sturmgeist [2R] Creature, Human Druid Shaman: Exuberant Firestoker [2] Artifact: Kaleidostone [1G] Creature, Elf Druid: Kujar Seedsculptor [3UU] Sorcery: Bribery [1U] Creature, Spirit: Murmuring Phantasm [U] Creature, Merfolk Wizard: Dakra Mystic [R] Creature, Dragon: Slumbering Dragon [W/B] Creature, Hag: Nip Gwyllion [2R] Creature, Orc Warrior: Orc General [1U] Instant: Just the Wind [2R] Enchantment: Molten Nursery [8G] Instant: Vitalizing Wind [1WUB] Artifact Creature, Insect: Sludge Strider [2B] Creature, Human Soldier: Wei Strike Force [1U] Creature, Human Spellshaper: Dreamscape Artist [2W/P] Artifact Creature, Soldier: Porcelain Legionnaire [2RR] Sorcery: Melt Terrain [5W] Sorcery: Icatian Town [2RRGG] Creature, Spider: Dragonlair Spider [2B] Instant: Grim Reminder [1R] Sorcery: Dragon Fodder [3R] Creature, Minotaur Shaman: Lord of Shatterskull Pass [3G] Creature, Fungus Elemental: Fungus Elemental [2GG] Legendary Creature, Spirit: Kodama of the South Tree [3G] Instant: Bloodscent [8UU] Creature, Beast: Broodstar [5G] Enchantment: Primeval Bounty [5UU] Creature, Beast: Weaver of Lies [4RG] Creature, Giant Warrior: Scab-Clan Giant [3W/UW/U] Enchantment: Enchanted Evening [UB] Creature, Harpy Beast: Cavern Harpy [4UU] Creature, Zombie Horror: Geralf's Mindcrusher [1RG] Instant: Branching Bolt [2W] Creature, Human Rebel: Zealot il-Vec [3RR] Creature, Vampire: Incorrigible Youths [None] Basic Snow Land, Plains: Snow-Covered Plains [1G] Instant: Tranquil Domain [B] Sorcery: Cateran Summons [1W] Creature, Human Cleric: Beloved Chaplain [4R] Creature, Goblin: Goblin Commando [2] Artifact: Skyshaper [5R] Creature, Devil: Charmbreaker Devils [4U] Creature, Faerie Rogue: Faerie Invaders [4] Artifact: Tawnos's Wand [1UB] Creature, Spirit: Haunting Apparition [1W] Creature, Bird: Mesa Falcon [4G] Instant: Relic Crush [1G] Creature, Beast: Snapping Gnarlid [1R] Enchantment, Aura: Call of the Full Moon [5R] Creature, Elemental: Volcanic Rambler [3WW] Sorcery: Rout [2B] Enchantment, Aura: Sultai Runemark [3W] Creature, Human Soldier: Daru Cavalier [1B] Creature, Human Warrior: Hand of Silumgar [3] Artifact Creature, Scarecrow: Wingrattle Scarecrow [1G] Creature, Wolf: Wyluli Wolf [1UU] Sorcery: Relearn [1U] Creature, Human Wizard: Thought Courier [W/BW/BW/BW/BW/B] Creature, Spirit Avatar: Divinity of Pride [1U] Tribal Instant, Shapeshifter: Wings of Velis Vel [1G] Creature, Elf Druid: Urborg Elf [1G] Sorcery: Regrowth [3W] Sorcery: Retether [1W] Enchantment: Serra's Blessing [4] Artifact Creature, Construct: Canal Dredger [None] Vanguard: Royal Assassin Avatar [3WW] Artifact Creature, Construct: Cataclysmic Gearhulk [2B] Creature, Eldrazi Drone: Essence Depleter [3W] Creature, Human Warrior: Timely Hordemate [3RR] Creature, Giant Shaman: Thundercloud Shaman [4] Artifact: Nevinyrral's Disk [6] Artifact: Caged Sun [1W] Enchantment: Righteous Aura [UR] Legendary Creature, Vedalken Wizard: Nin, the Pain Artist [W] Creature, Human Warrior: Mardu Hateblade [2G] Creature, Bear: Ulvenwald Bear [4U] Creature, Human Pirate: Rishadan Brigand [4B/G] Enchantment, Aura: Gift of the Deity [1B] Enchantment Creature, Zombie: Spiteful Returned [2W] Sorcery: Blinding Light [R] Sorcery: Vandalblast [1U] Creature, Human Wizard: Lighthouse Chronologist [3U] Creature, Crab: Fortress Crab [5U] Instant: Into Thin Air [2BB] Creature, Spirit: Banshee [5G] Sorcery: Doubling Chant [4B] Instant: Lash of the Whip [1U] Creature, Leech: Sapphire Leech [3U] Creature, Faerie Soldier: Sentinels of Glen Elendra [B] Sorcery: Shamble Back [3W] Creature, Human Soldier: Akroan Phalanx [2W] Creature, Bird Soldier: Stalwart Aven [2BB] Creature, Spirit: Mindwarper [W] Creature, Human Cleric: Clergy of the Holy Nimbus [B] Creature, Elf Archer: Thornbow Archer [WW] Creature, Human Knight: Sigiled Paladin [U/B] Creature, Faerie Soldier: Oona's Gatewarden [2B] Instant: Rend Spirit [2U] Enchantment: Sphinx's Tutelage [3UU] Creature, Illusion: Ixidron [1R] Instant: Ignite Disorder [1W] Instant: Impeccable Timing [4B] Creature, Zombie Horse: Ghoulsteed [BB] Creature, Spirit: Nether Shadow [4RRR] Creature, Dragon: Ancient Hellkite [2U] Creature, Human Wizard: Prodigal Sorcerer [2] Artifact, Equipment: Vulshok Gauntlets [None] Land: High Market [4] Artifact Creature, Thopter: Snare Thopter [3UUU] Legendary Creature, Wizard: Arcanis the Omnipotent [2U] Creature, Moonfolk Wizard: Soratami Rainshaper [2G] Enchantment, Aura: Savage Silhouette [2G] Creature, Human: Tracker [3WBR] Legendary Creature, Dragon: Oros, the Avenger [None] Legendary Land: Urborg [3R] Creature, Bird: Roc of Kher Ridges [1G] Creature, Dryad: Somberwald Dryad [1U] Instant: Jinx [R] Creature, Ape: Kird Ape [2R] Creature, Goblin Warrior: Mudbutton Torchrunner [None] Land: Zoetic Cavern [2G] Enchantment: Game Preserve [U] Enchantment: Thassa's Ire [BRG] Instant: Darigaaz's Charm [4WW] Legendary Creature, Human: Crovax, Ascendant Hero [3G] Instant: Sudden Reclamation [UU] Creature, Merfolk Wizard: Tidebinder Mage [6] Artifact: Loreseeker's Stone [2GG] Creature, Insect: Tangle Mantis [4BB] Creature, Vampire: Thief of Blood [3BB] Creature, Demon: Ravenous Demon [None] Creature, Eldrazi Scion: Eldrazi Scion [2GUR] Planeswalker, Sarkhan: Sarkhan Unbroken [1B] Creature, Eldrazi: Bearer of Silence [U] Sorcery: Eye Spy [2BB] Sorcery: Ritual of the Machine [1RR] Enchantment: Dwarven Shrine [4B] Creature, Bat: Dementia Bat [2BB] Legendary Creature, Human Soldier Warrior: Cao Ren, Wei Commander [2U] Enchantment: Archmage Ascension [1R] Creature, Human Werewolf: Hinterland Hermit [W] Instant: Wojek Siren [1UU] Creature, Human Wizard Mutant: Raven Guild Master [1W] Creature, Kor Monk: Lone Missionary [W] Creature, Human Cleric: Dedicated Martyr [BRG] Legendary Creature, Human Knight: Adun Oakenshield [2U] Creature, Faerie Rogue: Pestermite [2G] Enchantment: Descendants' Path [2W] Creature, Human Rogue: Emcee [4U] Sorcery: Thoughtcast [3WW] Creature, Bird Cleric: Aven Soulgazer [3] Artifact Creature, Warrior: Moriok Replica [U] Creature, Salamander: Gudul Lurker [1W] Creature, Sliver: Sentinel Sliver [2G] Creature, Ooze: Gluttonous Slime [2R] Legendary Creature, Goblin: Squee, Goblin Nabob [3B] Sorcery: Syphon Mind [4UU] Instant: Counterlash [5U] Creature, Zombie Horror: Havengul Skaab [2] Artifact Creature, Golem: Emblazoned Golem [2U] Creature, Human Soldier: Dream Fighter [3G] Sorcery: Hush [3G] Creature, Rhino Soldier: Rhox Charger [2U] Instant: Polymorphous Rush [1R] Instant, Arcane: Glacial Ray [B/G] Creature, Plant Zombie: Slitherhead [3GG] Creature, Treefolk: Argothian Treefolk [3] Artifact Creature, Myr: Alloy Myr [None] Ongoing Scheme: Nature Shields Its Own [3B] Sorcery, Arcane: Cranial Extraction [1B] Creature, Beast: Drekavac [B] Instant: Touch of Moonglove [1R] Creature, Dwarf Berserker: Dwarven Berserker [WW] Legendary Creature, Spirit Soldier: Anafenza, Kin-Tree Spirit [None] Land: Fetid Heath [3W] Creature, Griffin: Aurora Griffin [2GG] Legendary Creature, Elf Shaman: Yeva, Nature's Herald [3BB] Creature, Human Soldier Assassin: Wei Assassins [2WW] Creature, Human Soldier: Ampryn Tactician [5RR] Instant: Inferno [2W] Instant: Rootborn Defenses [R] Instant: Fever Charm [1G] Creature, Human Shaman: Kazandu Tuskcaller [W] Creature, Human Cleric: Soul's Attendant [2] Artifact: Onyx Talisman [2G] Creature, Hound Shaman: Abzan Beastmaster [4] Artifact, Equipment: Sword of the Paruns [W] Creature, Human Soldier: Perimeter Captain [4] Artifact Creature, Horse: Clockwork Steed [2RR] Legendary Creature, Goblin Shaman: Ben-Ben, Akki Hermit [2UU] Instant: Foil [5U] Enchantment: Hive Mind [2U] Sorcery: Arm with Aether [2W] Enchantment Creature, Nymph: Observant Alseid [3RG] Legendary Creature, Centaur Warrior: Stonebrow, Krosan Hero [GG] Legendary Creature, Elf Druid: Thelon of Havenwood [2B] Sorcery: Jovial Evil [5U] Sorcery: Tunnel Vision [BRG] Creature, Lizard: Scarland Thrinax [1W] Instant: Warrior's Stand [2R] Creature, Shapeshifter: Taurean Mauler [1W] Creature, Human Knight: Capashen Knight [2U] Instant: Abstruse Interference [U] Creature, Human Wizard: Grixis Illusionist [None] Land: Geothermal Crevice [2GG] Sorcery: Symbol Status [3G] Creature, Spirit: Haru-Onna [2R/WG] Creature, Cat Warrior: Marisi's Twinclaws [1U] Sorcery: Tidal Surge [UU] Sorcery: Drain Power [1G] Sorcery: Elephant Resurgence [3BR] Creature, Minotaur Warrior: Kragma Warcaller [3WU] Enchantment, Aura: Righteous Authority [U] Enchant Creature: Loose Lips [3B] Creature, Nightstalker: Prowling Nightstalker [1W] Creature, Kor Wizard: Kor Spiritdancer [3B] Creature, Illusion: Phantasmal Fiend [5BB] Sorcery: Morality Shift [None] Land: Saltcrusted Steppe [W] Instant: Pollen Remedy [4GG] Creature, Beast: Alpha Tyrranax [4R] Creature, Elemental Spirit: Flame Spirit [G] Creature, Drake: Uktabi Drake [RW] Sorcery: Desperate Stand [4B/R] Creature, Elemental Shaman: Cultbrand Cinder [2B] Sorcery: Painful Truths [2B] Creature, Minion: Bone Shredder [4G] Sorcery: Rude Awakening [1G] Creature, Fungus: Moldgraf Scavenger [R] Creature, Goblin Warrior: Goblin Gaveleer [2G] Creature, Crocodile: Lurking Crocodile [1W] Creature, Bird: Osai Vultures [XXG] Sorcery: Gelatinous Genesis [3U] Instant: Roilmage's Trick [XG] Sorcery: Hurricane [4R] Creature, Ogre Mercenary: Crown-Hunter Hireling [3R] Creature, Efreet: Fickle Efreet [3BB] Creature, Angel: Fallen Angel [U] Instant: Piracy Charm [3UUB] Legendary Creature, Kraken: Wrexial, the Risen Deep [2] Artifact Creature, Construct: Manakin [None] Plane, Phyrexia: The Fourth Sphere [None] Land: Thespian's Stage [W] Creature, Dwarf Artificer: Toolcraft Exemplar [4] Artifact: Sisay's Ring [3B] Creature, Bird: Screeching Buzzard [1U/RU/R] Creature, Noggle Rogue: Noggle Bandit [3BB] Creature, Nightstalker: Shimian Night Stalker [G] Instant: Unnatural Predation [1G] Creature, Spirit: Soilshaper [2U] Creature, Human Monk: Jeskai Infiltrator [1W/U] Instant: Turn to Mist [2W] Creature, Human Cleric: Hedron-Field Purists [3] Artifact: Staff of Domination [3GG] Creature, Treefolk: Yavimaya Ancients [None] Legendary Land: Paliano, the High City [3W] Creature, Cat Cleric: Leonin Abunas [1GW] Enchantment, Aura: Unflinching Courage [3BG] Legendary Creature, Insect Shaman: Mazirek, Kraul Death Priest [4B] Sorcery: Infernal Offering [3RR] Creature, Salamander: Flowstone Salamander [3] Artifact, Equipment: Heavy Arbalest [3B] Creature, Horror: Enslaved Horror [4RR] Creature, Goblin Warrior: Goblin Marshal [4B] Creature, Ooze: Mephitic Ooze [1B] Creature, Vampire Wizard: Asylum Visitor [3] Artifact, Equipment: Sword of Body and Mind [3W] Enchantment: Vigil for the Lost [3R] Instant: Sudden Impact [5G] Creature, Spirit: Moss Kami [2B] Creature, Zombie: Khabal Ghoul [1U] Sorcery: Paradigm Shift [2W] Enchantment: Path of Bravery [UU] Enchantment: Coral Reef [4GG] Sorcery: Desert Twister [B] Creature, Horror: Kederekt Parasite [3W] Sorcery: Refurbish [2G] Enchantment: Planeswalker's Favor [4W] Creature, Cat: Guardian Lions [RW] Creature, Human Wizard: Sunhome Guildmage [1R] Instant: Reroute [1BG] Enchantment: Golgari Germination [2W] Creature, Human Wizard: Bant Battlemage [4] Artifact Creature, Juggernaut: Extruder [1RG] Instant: Violent Outburst [1WW] Creature, Insect: Moonwing Moth [1] Artifact Creature, Pest: Signal Pest [3UU] Creature, Merfolk Wizard: Windrider Patrol [3B] Creature, Insect: Giant Cockroach [2UU] Sorcery: Rite of Replication [4] Artifact Creature, Wall: Mobile Fort [2BR] Creature, Skeleton Warrior: Carnage Gladiator [1B] Creature, Shade: Nakaya Shade [4RR] Creature, Giant: Inferno Titan [1G] Enchantment, Aura: Exoskeletal Armor [2W] Instant: Leap of Faith [G] Creature, Human Druid: Honored Hierarch [XR] Instant: Balduvian Rage [1U] Creature, Sliver: Diffusion Sliver [1B] Instant: Pack's Disdain [1U] Sorcery: Time Walk [2] Artifact: Star Compass [2G] Creature, Boar: Brindle Boar [2W] Enchantment, Aura: Serra's Boon [2B] Creature, Bat: Malakir Familiar [4RR] Sorcery: Pulverize [2U] Creature, Spirit: Geist of the Archives [2] Artifact, Equipment: Mask of Avacyn [U] Instant: Sleight of Mind [2BB] World Enchantment: Tombstone Stairwell [1R] Creature, Human Samurai: Battle-Mad Ronin [3U] Creature, Siren: Chorus of the Tides [1R] Instant: Burnout [WUU] Instant: Render Silent [1G] Creature, Insect Warrior: Kraul Warrior [3G] Instant: Predator's Howl [3RR] Creature, Giant Warrior Ally: Shatterskull Recruit [1] Artifact Creature, Insect: Clockwork Beetle [2RR] Creature, Human Barbarian Horror: Possessed Barbarian [4W] Creature, Human Rebel: Jhovall Rider [2RR] Enchantment, Aura: Uncontrollable Anger [2U] Enchantment, Aura: Slow Motion [4U] Creature, Yeti Mutant: Drelnoch [2] Artifact: Powder Keg [2] Artifact: Azorius Signet [3] Artifact: Conversion Chamber [2] Artifact: Mask of Intolerance [6UU] Sorcery: Beacon of Tomorrows [5WW] Instant: Gideon's Phalanx [3R] Creature, Human Warrior: Labyrinth Champion [1RR] Enchantment: Mana Cache [2W] Creature, Human Advisor: Seasoned Tactician [2R] Creature, Goblin: Goblin Hero [None] Land: River of Tears [3RR] Creature, Goblin: Siege-Gang Commander [1RR] Creature, Goblin: Goblin Chieftain [2R] Creature, Viashino: Viashino Heretic [None] Land: Swarmyard [3UU] Enchantment: Dream Halls [1W] Creature, Human Monk: Serene Master [2B] Creature, Zombie: Zombie Scavengers [2G] Creature, Human Cleric Druid: Juniper Order Druid [RW] Creature, Human Soldier: Boros Swiftblade [2W] Enchantment: Ghostly Prison [7] Artifact Creature, Myr: Myr Enforcer [RR] Instant: Searing Blaze [1W] Creature, Human Cleric Ally: Ondu War Cleric [1BB] Creature, Zombie: Bone Dancer [3UU] Creature, Human Wizard: Disciple of the Ring [2B] Creature, Human Cleric: Cabal Slaver [None] Vanguard: Eight-and-a-Half-Tails Avatar [3RR] Sorcery: Illicit Auction [None] Land: Shimmering Grotto [4] Artifact Creature, Insect: Needlebug [5UU] Creature, Djinn: Djinn of the Lamp [1U] Instant: Psychic Rebuttal [3GGW] Legendary Creature, Human Soldier: Torsten Von Ursus [1GG] Creature, Beast: Branchsnap Lorian [1U] Instant: Brain Freeze [3WW] Legendary Creature, Human Archer: Rashka the Slayer [R] Sorcery: Spite of Mogis [RR] Creature, Goblin Berserker: Warren Instigator [1RR] Enchantment: Knollspine Invocation [5] Legendary Artifact Creature, Golem: Karn, Silver Golem [1U] Creature, Human Wizard: Minamo Sightbender [6] Artifact Creature, Scarecrow: Rattleblaze Scarecrow [U] Instant: Mizzium Skin [BBB] Enchantment: Lurking Evil [3BBBB] Legendary Creature, Avatar Minion: Phage the Untouchable [2RRWW] Legendary Creature, Angel: Aurelia, the Warleader [3GG] Creature, Plant Elemental: Creeperhulk [2] Artifact, Equipment: Torch Gauntlet [WUUB] Instant: Punish Ignorance [4RR] Sorcery: Wildfire [3BB] Instant: Consume the Meek [2G] Creature, Elf: Elvish Ranger [XUU] Sorcery: Reshape [1BR] Legendary Creature, Vampire Knight: Olivia, Mobilized for War [3U] Legendary Creature, Vedalken Artificer: Padeem, Consul of Innovation [BBB] Enchantment: Necro-Impotence [3B] Enchantment: Diabolic Servitude [2GG] Enchantment: Cyclone [5] Artifact: Heliophial [4RG] Sorcery: Sangrite Surge [4UU] Creature, Sphinx: Sphinx of the Chimes [1B] Sorcery: Chain of Smog [2] Artifact Creature, Construct: Battering Ram [U] Creature, Illusion: Jace's Phantasm [2UR] Legendary Creature, Goblin Wizard: Mizzix of the Izmagnus [1] Artifact: Shadowblood Egg [XBRG] Sorcery: Lavalanche [3RRGG] Sorcery: Revel of the Fallen God [2BB] Legendary Creature, Human Minion: Braids, Cabal Minion [4B] Creature, Imp: Skirge Familiar [1R] Legendary Creature, Elemental Shaman: Ashling the Pilgrim [3G] Sorcery: Feral Contest [3G] Creature, Elemental Horse: Timbermare [2B/G] Creature, Troll: Rendclaw Trow [4U] Sorcery: Temporal Fissure [2R] Sorcery: Goblin War Cry [BB] Instant: False Cure [1G] Enchantment, Aura: Hot Springs [4WB] Planeswalker, Sorin: Sorin, Grim Nemesis [None] Land: Nivix, Aerie of the Firemind [2RR] Enchantment: Aether Flash [WW] Legendary Creature, Fox Cleric: Eight-and-a-Half-Tails [1G] Snow Creature, Centaur Warrior: Boreal Centaur [7] Tribal Instant, Eldrazi: Not of This World [3B] Creature, Human Cleric: Infernal Caretaker [4WWW] Creature, Dragon Wurm: Elder Land Wurm [6W] Creature, Angel: Angel of Retribution [1R] Creature, Goblin Rogue: Jeering Instigator [UU] Sorcery: Turbulent Dreams [4] Artifact Creature, Wizard: Etched Oracle [1GG] Sorcery: Taunting Challenge [2G] Creature, Cat: Hunting Cheetah [1B] Creature, Shapeshifter: Skeletal Changeling [1W] Instant: Roar of the Kha [4B] Enchantment: Putrefaction [U] Instant: Thoughtlace [9] Creature, Eldrazi: Hand of Emrakul [G] Creature, Elf: Defiant Elf [1U] Enchantment, Aura: Fate Foretold [2WW] Creature, Angel: Angelic Field Marshal [3R] Creature, Elemental Hound: Pyre Hound [3RR] Sorcery: Scrap Mastery [1W] Creature, Kithkin Soldier: Kithkin Greatheart [3] Artifact: Sculpting Steel [2BB] Creature, Human Mercenary: Cateran Kidnappers [1U] Creature, Homunculus: Furtive Homunculus [3B] Creature, Horror Mercenary: Rathi Fiend [6U] Creature, Elemental: Benthicore [2W] Creature, Human Cleric: Pilgrim of Justice [G] Creature, Human Wizard: Sylvan Safekeeper [1B] Creature, Human Assassin: Thrill-Kill Assassin [3W] Creature, Hound: Akroan Mastiff [3] Artifact: Troll-Horn Cameo [3W/B] Creature, Elemental: Voracious Hatchling [2B] Enchantment, Aura: Soul Channeling [1R] Instant: Reality Hemorrhage [3R] Enchantment: Grand Melee [2G] Enchantment: Familiar Ground [4GG] Creature, Plant Elemental: Phytotitan [2] Artifact: Dolmen Gate [4] Artifact Creature, Horror: Core Prowler [G] Enchantment, Aura: Frog Tongue [4UBR] Legendary Creature, Zombie Assassin: Thraximundar [1W] Creature, Spirit: Ghost Warden [3G] Creature, Cat: Mist Leopard [1G] Creature, Elemental: Terrain Elemental [3R] Creature, Human Warrior: Enthralling Victor [6GW] Creature, Elemental: Guardian of Vitu-Ghazi [None] Plane, Equilor: Bloodhill Bastion [G] Sorcery: Simplify [2U] Instant: Venser's Diffusion [3BB] Creature, Angel: Desolation Angel [3UU] Enchantment: Temporal Distortion [1W] Creature, Human Soldier: Expendable Troops [5] Artifact: Illuminated Folio [2B] Creature, Wall: Wall of Putrid Flesh [None] Vanguard: Barrin [4B] Sorcery: Rise from the Grave [3WB] Enchantment: Campaign of Vengeance [B] Creature, Goblin Warrior: Facevaulter [3] Artifact, Equipment: Strider Harness [4] Artifact Creature, Construct: Grapeshot Catapult [UU] Enchantment, Aura: Phantasmal Terrain [BB] Creature, Vampire Shaman: Kalastria Highborn [5BB] Creature, Zombie Dragon: Scourge of Nel Toth [2B/RB/R] Creature, Goblin Assassin: Murderous Redcap [1B] Instant: Ultimate Price [3R] Enchantment: Stranglehold [2U] Creature, Drake: Sea Drake [5RR] Creature, Giant Warrior: Boldwyr Intimidator [3W] Legendary Enchantment Creature, God: Heliod, God of the Sun [4] Artifact: Chaos Confetti [1R] Creature, Ogre Warrior: Ogre Sentry [1R] Creature, Goblin: Spitfire Handler [1B] Enchantment, Aura: Yoke of the Damned [3G] Creature, Kavu: Kavu Primarch [U] Instant: Ertai's Trickery [1B] Creature, Vampire Cleric Ally: Kalastria Healer [1U] Enchantment, Aura: Power Taint [None] Land: Urborg Volcano [3BB] Enchantment, Aura: Traveling Plague [R] Sorcery: Renegade Tactics [2/R2/R2/R] Instant: Flame Javelin [UU] Enchantment: Sunken City [1RR] Creature, Orc Warrior: Orcish Artillery [3R] Instant: Lightning Volley [1U] Enchantment: Ancestral Knowledge [GW] Instant: Gerrard's Command [3UU] Legendary Creature, Human Designer: Richard Garfield, Ph.D. [6B] Sorcery: Absorb Vis [1W] Creature, Kor Scout Ally: Makindi Aeronaut [1W] Instant: Allay [2B] Creature, Zombie Druid: Vesper Ghoul [3R] Creature, Giant Warrior: Hammerheim Deadeye [3G] Creature, Plant Hound: Greater Mossdog [2R] Creature, Vampire Berserker: Bloodmad Vampire [3W] Creature, Kithkin Soldier: Kinsbaile Balloonist [2WWW] Creature, Gargoyle: Abbey Gargoyles [4] Legendary Artifact, Equipment: Shield of Kaldra [1W] Instant: Life Burst [1R] Enchantment Creature, Spirit: Everflame Eidolon [2] Artifact Creature, Construct: Runed Servitor [2RW] Legendary Creature, Giant Soldier: Kalemne, Disciple of Iroas [2G] Creature, Human Druid: Axebane Guardian [6GG] Creature, Spider: Goliath Spider [3U] Enchantment, Aura: Animate Artifact [B] Creature, Horror: Fume Spitter [2RR] Legendary Creature, Human Barbarian Warrior: Jeska, Warrior Adept [4BB] Creature, Horror: Corrupted Harvester [2W] Creature, Human Cleric: Scholar of Athreos [3WW] Creature, Angel Spirit: Melesse Spirit [6WW] Instant: Chant of Vitu-Ghazi [2BB] Sorcery: Diabolic Tutor [None] Land: River Delta [U] Enchantment, Aura: Flight [5U] Creature, Dragon: Belltoll Dragon [B] Creature, Goblin Rogue: Prickly Boggart [3] Artifact: Trinisphere [3] Artifact: Golem Foundry [3RR] Sorcery: Goblin Scouts [4R/G] Creature, Goblin Warrior: Scuzzback Marauders [None] Legendary Land: Keldon Necropolis [3G] Creature, Elf Druid: Keeper of Progenitus [B] Sorcery: Thoughtseize [2BB] Creature, Cockatrice: Deathgaze Cockatrice [6RR] Creature, Dragon: Brimstone Dragon [1B] Sorcery: Nausea [2G] Creature, Elf Warrior Druid: Civic Wayfinder [4B] Sorcery: Essence Drain [3R] Enchantment, Aura: Brand of Ill Omen [3U] Sorcery: Order of Succession [1RR] Creature, Wall: Wall of Fire [2BBB] Creature, Zombie: Vengeful Pharaoh [1RR] Creature, Human Barbarian: Hell-Bent Raider [U] Creature, Kraken: Kraken Hatchling [None] Land: Sorrow's Path [1R] Enchantment Creature, Satyr: Satyr Firedancer [G] Creature, Human Druid: Promised Kannushi [None] Vanguard: Figure of Destiny Avatar [3GU] Enchantment, Aura: Leafdrake Roost [4B/R] Sorcery: Traitor's Roar [1W] Instant: Razor Barrier [2BB] Creature, Human Cleric: Disciple of Tevesh Szat [3UU] Creature, Elemental: Waterspout Elemental [0] Artifact: Lodestone Bauble [2BB] Enchantment, Aura: Necromantic Thirst [1U] Enchantment, Aura: Inertia Bubble [3U] Creature, Human Ninja: Ninja of the Deep Hours [1R] Enchantment: Pyromancer Ascension [0] Artifact: Zuran Orb [3UU] Enchantment: Sunken Hope [G] Creature, Elf Scout: Elvish Scout [3B] Creature, Wall: Drift of the Dead [B] Creature, Human Assassin: Cruel Sadist [1R] Enchantment, Aura: Kamahl's Desire [3G] Sorcery: Saproling Symbiosis [3UU] Creature, Griffin: Balshan Griffin [1G] Sorcery: Wielding the Green Dragon [2] Artifact, Equipment: Tormentor's Trident [1W] Instant: Peace and Quiet [4W] Creature, Griffin: Setessan Griffin [5R] Creature, Eldrazi Drone: Rapacious One [1W] Enchantment: Oath of Lieges [6GG] Creature, Beast: Towering Baloth [2WU] Creature, Drake: Hazerider Drake [2W] Creature, Human: Treasure Hunter [3GG] Creature, Ape: Gorilla Titan [1BB] Creature, Wall: Carrion Wall [5] Artifact: Memory Jar [None] Vanguard: Kresh the Bloodbraided Avatar [2UU] Instant: Quash [3GU] Creature, Frog Beast: Species Gorger [None] Scheme: Evil Comes to Fruition [2UU] Instant: Countermand [3R] Sorcery: Acceptable Losses [2R/WR/WR/W] Creature, Spirit Horror: Balefire Liege [2B] Sorcery: Phyrexian Tribute [3G] Creature, Wolf: Briarpack Alpha [2RR] Creature, Human Berserker: Spiraling Duelist [6RR] Creature, Dragon: Bogardan Hellkite [3U] Instant: Learn from the Past [2] Artifact Creature, Hound: Immolating Souleater [1U] Creature, Moonfolk Rogue: Soratami Cloudskater [R] Instant: Brand [4U] Creature, Drake: Cerulean Wyvern [W] Creature, Human Cleric: Devoted Caretaker [2U] Creature, Kithkin Soldier: Parapet Watchers [1R] Enchantment: Break Through the Line [2RG] Creature, Beast: Ghor-Clan Rampager [3W] Legendary Enchantment, Shrine: Honden of Cleansing Fire [4GW] Enchantment, Aura: Pollenbright Wings [3W] Enchantment: Angelic Benediction [G] Creature, Elf Druid: Elves of Deep Shadow [4G] Creature, Elemental: Skullmulcher [5RR] Sorcery: Disaster Radius [5BB] Creature, Spirit: Pus Kami [None] Land: Icatian Store [U] Enchantment, Aura: Sea's Claim [1BB] Creature, Demon: Soulcage Fiend [2RR] Creature, Minotaur Warrior: Borderland Minotaur [2B] Sorcery: Ichor Slick [3W] Planeswalker, Ajani: Ajani Steadfast [W] Creature, Human Soldier: Ardent Recruit [3RR] Creature, Goblin: Goblin Dark-Dwellers [2R] Sorcery: Misguided Rage [None] Land: Barren Moor [2R] Creature, Goblin: Rock Jockey [2U] Creature, Human Wizard Ally: Halimar Tidecaller [3G] Sorcery: Spontaneous Generation [1GWU] Creature, Human Soldier: Bant Sojourners [3U] Creature, Human Soldier: Elgaud Shieldmate [1B] Creature, Human Wizard: Dark Confidant [3R] Creature, Minotaur: Minotaur Tactician [2G] Enchantment, Aura: Elvish Guidance [4WU] Legendary Creature, Sphinx: Medomai the Ageless [3G] Tribal Sorcery, Elf: Hunting Triad [3BR] Creature, Dragon: Boltwing Marauder [1GU] Creature, Plant Mutant: Vigean Hydropon [2] Artifact: Soldevi Digger [R] Creature, Goat: Mountain Goat [2U] Enchantment Creature, Merfolk: Nyxborn Triton [G] Creature, Human Soldier Scout: Veteran Explorer [3U] Creature, Illusion: Veiling Oddity [1WU] Creature, Angel Spirit: Guiding Spirit [3B] Sorcery: Nightsnare [4UUU] Enchantment: Cast Through Time [WUBRG] Legendary Creature, Elemental: Horde of Notions [1U] Creature, Illusion: Ertai's Familiar [4B] Sorcery: Increasing Ambition [1] Artifact, Equipment: Skeleton Key [GW] Sorcery: Altar of Bone [WU] Creature, Human Wizard: Deputy of Acquittals [2B] Creature, Insect: Flow of Maggots [3BB] Creature, Vampire Warrior: Bloodlord of Vaasgoth [1] Artifact, Equipment: Runed Stalactite [1R] Instant: Flowstone Strike [4R] Instant, Arcane: Devouring Rage [W] Enchantment, Aura: Gift of Granite [2GG] Enchantment: Foster [G] Creature, Eldrazi Drone: Blisterpod [2B] Creature, Zombie: Nim Lasher [3GG] Creature, Elk: Somberwald Stag [1U] Enchantment, Aura: Spectral Flight [3W] Sorcery: Rush of Battle [W] Enchantment, Aura: Black Scarab [4G] Tribal Instant, Treefolk: Rootgrapple [3BB] Enchantment: Demonic Rising [9R] Creature, Beast: Greater Gargadon [XXWW] Enchantment: Quarantine Field [1W] Instant: Repel the Abominable [2BB] Enchantment: Endless Whispers [1] Artifact, Equipment: Stoneforge Masterwork [GG] Legendary Creature, Elf Warrior: Eladamri, Lord of Leaves [None] Vanguard: Ashling, the Extinguisher Avatar [4RRWW] Legendary Creature, Angel: Razia, Boros Archangel [2R] Creature, Orc Shaman: Orcish Bloodpainter [6RR] Creature, Avatar: Avatar of Slaughter [None] Land: Reliquary Tower [1W] Creature, Human Rebel: Sword Dancer [3B] Creature, Human Rogue: Syndicate Enforcer [URW] Enchantment: Jeskai Ascendancy [1B] Enchantment: Vessel of Malignity [7] Artifact Creature, Construct: Aether Searcher [UBR] Enchantment: Elemental Augury [2G] Instant: Folk Medicine [2R] Creature, Ape: Raging Gorilla [3UU] Enchantment: Parallel Thoughts [2BB] Sorcery: Profane Prayers [2B] Creature, Skeleton: Skeleton Scavengers [2G] Enchantment: Awakening Zone [3B] Creature, Ogre Rogue: Ogre Jailbreaker [1G] Instant: Constant Mists [3W] Creature, Human Nomad Mystic: Mystic Zealot [G] Instant: Subdue [2RG] Creature, Viashino Berserker: Burning-Tree Bloodscale [None] Conspiracy: Worldknit [4G] Creature, Treefolk Cleric: Treefolk Healer [3BB] Sorcery: Rhystic Syphon [6B] Enchantment: Price of Knowledge [2R] Creature, Goblin: Goblin Flotilla [3] Artifact: Basalt Monolith [3W] Enchantment, Aura: Suppression Bonds [4U] Creature, Spirit: Stormrider Spirit [1G] Creature, Plant: Utopia Tree [1] Artifact: Horizon Spellbomb [G] Enchantment, Aura: Multani's Harmony [1BB] Legendary Creature, Vampire Ally: Drana, Liberator of Malakir [1] Artifact: Voltaic Key [2U] Creature, Human Wizard: Frontline Sage [2] Artifact: Altar of Dementia [1U] Creature, Naga Wizard: Qarsi Deceiver [3RR] Enchantment, Aura Curse: Curse of Bloodletting [2U] Instant: Rebuild [1GW] Creature, Frog Beast: Anurid Brushhopper [2UU] Creature, Drake: Serum Raker [1U] Creature, Elemental: Void Stalker [4BB] Creature, Zombie Cleric: Pontiff of Blight [R] Instant: Sonic Seizure [1WW] Legendary Creature, Spirit: Kaiso, Memory of Loyalty [W] Enchantment, Aura: Chained to the Rocks [R] Sorcery: Ground Rift [None] Land: Azorius Chancery [1U] Creature, Illusion: Imaginary Pet [1R] Instant: Chaotic Strike [BBB] Creature, Zombie: Ghastly Remains [UUU] Creature, Efreet: Cheatyface [2BG] Sorcery: Jarad's Orders [1B] Creature, Human Knight: Knight of Infamy [3BG] Creature, Gorgon: Pharika's Mender [3GG] Legendary Creature, Elf Druid: Kaysa [None] : Goblin token card [4R] Creature, Vampire Rogue: Nearheath Stalker [3R] Instant: Temporary Insanity [4UU] Creature, Giant: Frost Titan [4G] Creature, Spike: Spike Colony [4] Artifact: Icy Manipulator [2B] Sorcery: Toxic Deluge [3B] Creature, Zombie Wolf: Carrion Howler [1W] Creature, Human: Imposing Sovereign [3B] Creature, Zombie Centaur: Returned Centaur [4] Artifact Creature, Construct: Runaway Carriage [B] Creature, Rat: Typhoid Rats [2GG] Enchantment: Leyline of Lifeforce [4B] Creature, Zombie Snake: Zombie Boa [2BB] Sorcery: Caustic Rain [3] Artifact Creature, Golem: Sparring Golem [1B] Creature, Human Cleric: Disciple of Malice [2UU] Sorcery: Rhystic Scrying [3B] Creature, Hound: Mortis Dogs [2B] Creature, Sliver: Basal Sliver [RR] Instant: Reverberate [None] Land: City of Brass [4R/GR/G] Creature, Elemental: Morselhoarder [1G] Creature, Elf Druid Scout: Quirion Explorer [U] Instant: Denied! [B] Instant: Night [U] Sorcery: Silent Departure [5UU] Creature, Sphinx: Sphinx Ambassador [U] Instant: Flash Flood [3URW] Legendary Creature, Human Monk: Narset, Enlightened Master [None] Legendary Land: Miren, the Moaning Well [2W] Creature, Human Soldier: Dromoka Captain [2B] Enchantment: Retreat to Hagra [U] Instant: Rapid Hybridization [4R] Instant: Forge Armor [4W] Creature, Human Soldier: Shu Elite Companions [4B] Creature, Ogre Warrior: Poisonbelly Ogre [5G] Creature, Aurochs: Aurochs Herd [2R] Enchantment, Aura: Undying Rage [4BB] Sorcery: Life's Finale [2B] Instant: Sick and Tired [1BR] Instant: Unlicensed Disintegration [1R] Creature, Human Berserker: Altac Bloodseeker [1WW] Creature, Human Nomad: Vigilant Sentry [None] Land: Grove of the Burnwillows [4G] Enchantment, Aura: Wolfkin Bond [2G] Sorcery: Cultivate [X4B] Sorcery: Dregs of Sorrow [1G] Enchantment, Aura: Karametra's Favor [1B] Sorcery: Demonic Tutor [2R] Sorcery: Shreds of Sanity [1G] Creature, Human Werewolf: Gatstaf Shepherd [2B] Creature, Zombie: Unbreathing Horde [1B] Creature, Vampire Shaman: Blood Seeker [2R] Creature, Elemental: Rockslide Elemental [WW] Enchantment, Aura: Cho-Manno's Blessing [2R] Sorcery: Seismic Rupture [BB] Creature, Human Wizard: Keeper of the Dead [2W] Instant: Sivvi's Valor [2U] Creature, Cephalid Rogue: Cephalid Looter [3BBB] Creature, Zombie Giant: Helldozer [3UU] Legendary Creature, Human Wizard: Stitcher Geralf [2G] Sorcery: Wandering Stream [3R] Sorcery: Flowstone Flood [None] Land: Shambling Vent [None] Vanguard: Serra Angel Avatar [1BG] Legendary Creature, Troll Warrior: Varolz, the Scar-Striped [GU] Creature, Hippo: Pygmy Hippo [2BB] Enchantment: Mortal Combat [U] Enchantment, Aura: Vanishing [4GG] Creature, Lizard: Regal Behemoth [B] Sorcery: Bubbling Muck [4G] Creature, Treefolk Shaman: Everbark Shaman [1BB] Creature, Zombie: Severed Legion [3UU] Enchantment, Aura: Illusory Gains [1G] Creature, Cat: Longtusk Cub [None] Land: Opal Palace [2R] Creature, Imp: Fire Imp [4] Artifact: Skull Catapult [4G] Creature, Elemental: Jaddi Lifestrider [3WW] Creature, Avatar: World Queller [3RR] Creature, Human Samurai: Ronin Cliffrider [GW] Instant: Selesnya Charm [1R] Creature, Goblin Warrior: Goblin Furrier [3GG] Creature, Wurm: Bellowing Tanglewurm [URW] Creature, Human Monk: Mantis Rider [3U] Instant: Scatter Arc [WUB] Creature, Human Cleric Wizard: Wandering Mage [3B] Enchantment: Oath of Lim-Dul [3RR] Creature, Elemental: Earth Elemental [1GG] Sorcery: Waiting in the Weeds [1GG] Creature, Centaur: Leaf Dancer [4RR] Creature, Avatar: Soul of Shandalar [4UU] Sorcery: Walk the Aeons [3G] Creature, Elf Archer: Norwood Archers [3R] Creature, Spider: Needlepeak Spider [2] Artifact Creature, Myr: Alpha Myr [W] Sorcery: Alliance of Arms [3W] Enchantment: Pursuit of Knowledge [3UUBB] Legendary Creature, Vampire: Szadek, Lord of Secrets [G] Enchantment, Aura: Rancor [4GG] Creature, Dragon: Canopy Dragon [4] Artifact: Teferi's Puzzle Box [2UU] Instant: Failed Inspection [2R] Creature, Dwarf: Dwarven Patrol [3BB] Legendary Creature, Dragon Skeleton: Skithiryx, the Blight Dragon [1RR] Creature, Beast: Cosmic Larva [3W] Creature, Human Cleric: Custodi Soulbinders [2W] Instant: Dazzling Beauty [3R] Legendary Creature, Goblin Shaman: Tok-Tok, Volcano Born [1U] Creature, Merfolk Wizard: Merfolk Mesmerist [5] Artifact: Assembly Hall [2G] Creature, Insect Druid: Nantuko Mentor [2WW] Enchantment: Conversion [2BG] Creature, Scorpion: Sluiceway Scorpion [XUU] Enchantment, Aura: Venarian Gold [4] Artifact: Prototype Portal [6GGG] Sorcery: Crush of Wurms [3UU] Sorcery: Reduce to Dreams [3R] Creature, Elemental: Cosi's Ravager [1W] Creature, Human Knight: Daring Skyjek [3R] Creature, Goblin: Skirk Volcanist [None] Land: Howltooth Hollow [1U] Creature, Human Wizard: Magus of the Unseen [5GG] Creature, Elephant: Sandsteppe Mastodon [W] Creature, Human Soldier: Votary of the Conclave [BBB] Sorcery: Darkpact [1U] Enchantment: Teferi's Veil [2GW] Creature, Human Knight: Heron's Grace Champion [3UBR] Legendary Creature, Dragon: Crosis, the Purger [1B] Creature, Human Warrior: Erg Raiders [1R] Enchantment, Aura: Agility [R] Creature, Human Shaman: Dragonmaster Outcast [1WW] Sorcery: Leeches [3GG] Creature, Fungus: Sporemound [4W] Enchantment, Aura: Knightly Valor [1U] Enchantment: Jace's Erasure [2B] Creature, Elemental: Offalsnout [1R] Sorcery: Scouring Sands [4U] Creature, Sphinx: Jwar Isle Avenger [1R] Creature, Goblin Zombie: Slavering Nulls [2GG] Enchantment: Greater Good [5] Artifact: Mind's Eye [3UU] Creature, Djinn: Soulblade Djinn [None] Land: Rogue's Passage [3W] World Enchantment: Null Chamber [UU] Instant: Reset [1R] Creature, Ogre: Drooling Ogre [XBB] Sorcery, Arcane: Swallowing Plague [2GG] Creature, Beast: Obstinate Baloth [1G] Enchantment: Name Dropping [B] Instant: Scare Tactics [2W] Enchantment, Aura: Armament of Nyx [4WW] Creature, Human Knight: Champion Lancer [2W] Sorcery: Hive Stirrings [1W] Creature, Bird: Welkin Hawk [B] Instant: Funeral Charm [5GG] Creature, Boar Beast: Krosan Tusker [1U] Creature, Human Soldier Rogue: Wu Spy [4W] Creature, Human Soldier: Righteous Avengers [G] Instant: Battlegrowth [GG] Creature, Slith: Slith Predator [3G] Creature, Snake: Krosan Constrictor [UB] Creature, Spirit: Dimir Infiltrator [1U] Creature, Vedalken Artificer: Chief Engineer [2W] Instant: Metal Fatigue [3UU] Instant: Double Take [2R] Creature, Goblin: Slingshot Goblin [3G] Creature, Snake: Marsh Viper [3U] Creature, Zombie: Drunau Corpse Trawler [3B] Creature, Human Rogue Ally: Bala Ged Thief [G] Creature, Snake: Marsh Boa [1RR] Enchantment Creature, Human Warrior: Archetype of Aggression [W] Creature, Human Cleric: Foothill Guide [2W] Creature, Human Cleric: Abbey Matron [BBB] Instant: Kaervek's Spite [4B] Enchantment, Aura Curse: Curse of Thirst [None] Land, Swamp: Leechridden Swamp [1W/BW/B] Creature, Zombie Knight: Stillmoon Cavalier [1U] Enchantment: Vessel of Paramnesia [1G] Creature, Human Scout: Timberland Guide [5G] Creature, Spider: Arachnus Spinner [WU] Enchantment, Aura: Wings of Aesthir [1G] Creature, Elf: Seeker of Skybreak [1G] Creature, Insect: Bayou Dragonfly [WWWW] Sorcery: Once More with Feeling [3B] Creature, Lizard: Deathgazer [5GGG] Creature, Elemental: Verdant Force [2GW] Creature, Elephant Cleric: Loxodon Hierarch [1G] Creature, Wolf: Timberpack Wolf [4RG] Enchantment: Killer Instinct [3G] Creature, Drake: Flailing Drake [4UU] Instant: Synthetic Destiny [2RG] Creature, Elemental: Grove Rumbler [1G] Instant: Supersize [3R] Tribal Enchantment, Elemental: Rebellion of the Flamekin [None] Plane, Lorwyn: Glen Elendra [U] Instant: Trickery Charm [1G] Enchantment: Song of Serenity [1U] Creature, Merfolk Wizard: Sea Scryer [3G] Creature, Plant Centaur: Centaur Vinecrasher [2W] Creature, Human Cleric: Temple Elder [1U] Instant: Unified Will [3R] Sorcery: Flashfires [1BR] Artifact: Veinfire Borderpost [3G] Creature, Human Berserker: Gruul Scrapper [2G] Creature, Insect Druid: Nantuko Elder [W] Creature, Human Monk: Dragon's Eye Sentry [3U] Instant: Inspiration [5BR] Legendary Creature, Human Shaman: Kaervek the Merciless [5] Artifact Creature, Golem: Glass Golem [1WW] Creature, Human Artificer: Argivian Blacksmith [3W] Creature, Human Soldier: Trap Digger [1B] Creature, Elf Spellshaper: Plague Witch [B] Creature, Zombie Wizard: Nightscape Apprentice [2R] Instant: Flare [2UU] Creature, Wall: Wall of Wonder [1RR] Creature, Centaur: Windseeker Centaur [1W] Enchantment, Aura: Hero's Resolve [3U/B] Sorcery: River's Grasp [5BB] Creature, Vampire Warrior: Butcher of Malakir [3U] Creature, Merfolk Wizard: Merrow Levitator [3U] Creature, Human Soldier: Wu Elite Cavalry [4U] Instant: Gush [1B] Enchantment: Oversold Cemetery [B] Creature, Human Wizard: Martyr of Bones [4W] Sorcery: Knight Watch [3BB] Sorcery: Beacon of Unrest [1BB] Creature, Bat: Sengir Bats [4WW] Creature, Cat Rebel: Jhovall Queen [3G] Creature, Treefolk Shaman: Wickerbough Elder [2B] Creature, Bat: Screeching Bat [3U] Creature, Illusion Spirit: Chameleon Spirit [1B] Instant: Cabal Ritual [1R] Creature, Vampire: Falkenrath Reaver [G] Creature, Elf Druid: Elvish Pioneer [5UU] Instant: Commandeer [3GG] Creature, Spirit: Seedborn Muse [B] Enchantment, Aura: Sinister Possession [1BB] Creature, Elemental: Necroskitter [2W] Enchantment: Aura Fracture [3] Artifact: Deadlock Trap [1B] Sorcery: Skulltap [1U] Instant: Early Frost [2U] Creature, Vedalken Knight: Court Hussar [UUU] Enchantment: Reality Twist [B] Enchantment, Aura: Fatal Mutation [2BR] Creature, Ogre Mutant: Singe-Mind Ogre [3G] Creature, Spider: Root Spider [4BB] Creature, Dragon: Catacomb Dragon [4] Artifact Creature, Golem: Crystal Golem [1R] Creature, Orc: Orcish Settlers [1G] Sorcery: Phytoburst [2R] Creature, Viashino: Viashino Outrider [2G] Sorcery: Miming Slime [1U] Creature, Sliver: Winged Sliver [R] Instant: Smelt [4B] Instant, Arcane: Call for Blood [1B] Creature, Rat: Swarm of Rats [None] Land: Drowned Catacomb [4] Artifact Creature, Construct: Grid Monitor [10GGGWW] Creature, Wurm: Autochthon Wurm [G] Instant: Gather Courage [3GGG] Creature, Cat Warrior: Nacatl War-Pride [2B] Sorcery: Desperate Charge [1U] Creature, Human Soldier Scout: Wu Scout [R] Sorcery: Overmaster [1U] Creature, Human Artificer: Riddlesmith [3] Artifact: Phyrexian Vault [2UB] Legendary Creature, Faerie Wizard: Wydwen, the Biting Gale [1W] Creature, Human Cleric: Disciple of Grace [U] Sorcery: Trait Doctoring [2B] Sorcery: Bitter Ordeal [3U] Sorcery: Grasp of Phantoms [2B] Creature, Horror Mercenary: Skulking Fugitive [1GU] Legendary Creature, Snake Wizard: Kaseto, Orochi Archmage [4RR] Creature, Cyclops: Thunder Brute [2R] Creature, Kavu: Kavu Aggressor [3U] Artifact Creature, Human Artificer: Master Transmuter [1U] Instant: Prohibit [W] Enchantment, Aura: Genju of the Fields [1W/B] Instant: Batwing Brume [3R] Creature, Ogre Warrior: Indentured Oaf [R] Instant: Brightstone Ritual [5R] Creature, Vampire Warrior: Markov Warlord [3U] Sorcery: Peer Pressure [1BB] Creature, Human Wizard: Dread Warlock [3GG] Creature, Elf Mutant: Elvish Soultiller [3] Artifact: Tooth of Chiss-Goria [G] Creature, Human: Folk of An-Havva [2UU] Sorcery: Distant Memories [1WW] Creature, Human Soldier: Faithful Squire [5W] Creature, Cat Warrior: Nacatl Hunt-Pride [2R] Creature, Elemental Soldier: Warmind Infantry [2] Artifact: Crown of Empires [1] Artifact: Chromatic Star [R] Creature, Human Werewolf: Village Messenger [WW] Creature, Human Cleric: Grand Abolisher [1R] Enchantment, Aura: Volcanic Strength [7UU] Sorcery: Denying Wind [2GG] Enchantment: Hum of the Radix [1B] Creature, Vampire Warrior: Malakir Cullblade [4B] Sorcery: Spread the Sickness [2GG] Enchantment: Abundance [2UU] Instant: Geist Snatch [4] Artifact Creature, Golem: Hematite Golem [B] Sorcery: Imperial Seal [4] Artifact Creature, Golem: Cobalt Golem [1R] Enchantment: Havoc [3B] World Enchantment: Nether Void [3WW] Creature, Human Soldier: Catapult Master [2] Artifact, Equipment: Sharpened Pitchfork [4BBB] Instant: Fated Return [1BB] Creature, Zombie: Zombie Master [3] Artifact: Magnifying Glass [4] Artifact: Dingus Staff [1WW] Creature, Human Knight: Chieftain en-Dal [7BB] Sorcery: Rise of the Dark Realms [2WW] Creature, Cat Knight: Skyhunter Patrol [8] Creature, Eldrazi Insect: Distended Mindbender [R] Legendary Creature, Orc Warrior: Zurgo Bellstriker [1U] Instant: Remove Soul [3G] Creature, Elf: Krosan Drover [None] Land: Remote Isle [2G] Creature, Elf Archer Ally: Tajuru Archer [3G] Creature, Treefolk: Flowering Lumberknot [G] Creature, Bird: Birds of Paradise [3B] Creature, Zombie: Scavenging Ghoul [2RR] Creature, Human Shaman: Frostwielder [3BBB] Creature, Wurm: Massacre Wurm [U] Enchantment: Tidal Flats [WU] Creature, Merfolk Knight: Galina's Knight [G/WG/W] Instant: Sundering Growth [2] Artifact: Iron Lance [2U] Legendary Enchantment: Oath of Jace [3] Artifact: Arcum's Whistle [6] Artifact Creature, Golem: Brass Herald [3BB] Creature, Zombie Horror: Dread Slaver [WU] Instant: Trial [1G] Sorcery: Rampant Growth [3] Artifact: Super Secret Tech [5R] Creature, Hound Scout: Ainok Tracker [RR] Creature, Human Warrior: Kargan Dragonlord [3W] Sorcery: Spectral Reserves [1G] Instant: Glissa's Scorn [2W] Creature, Dwarf Artificer: Glint-Sleeve Artisan [3U] Creature, Shapeshifter: Gigantoplasm [UB] Creature, Eldrazi Drone: Fathom Feeder [3B] Creature, Shade: Deepwood Legate [4GG] Enchantment: Ritual of Subdual [R] Creature, Elemental Warrior: Flamekin Bladewhirl [3U] Creature, Human Pirate: Rishadan Footpad [2B] Creature, Zombie Knight: Skulking Knight [1B] Creature, Hound: Filthy Cur [G] Creature, Snake: Wasteland Viper [3W] Creature, Angel: Voice of Law [None] Land: Misty Rainforest [3G] Creature, Elemental: Woodland Wanderer [2R] Creature, Goblin Knight: Goblin Roughrider [6RR] Instant, Trap: Lavaball Trap [U] Instant: Dream's Grip [1RW] Enchantment: Goblin Trenches [UR] Creature, Human Wizard: Stormchaser Mage [2RR] Instant: Chandra's Outrage [3B] Instant: Snuff Out [2] Artifact Creature, Myr: Myr Retriever [B/GR] Creature, Goblin Berserker: Jund Hackblade [1GG] Creature, Elf: Elvish Champion [1] Artifact: Wanderer's Twig [3W] Enchantment: Crescendo of War [None] Vanguard: Hermit Druid Avatar [2R] Creature, Human Shaman Ally: Firemantle Mage [2B] Creature, Nightstalker: Breathstealer [RRR] Sorcery: Game of Chaos [2U] Sorcery: Planar Overlay [2R] Creature, Spirit: Shinen of Fury's Fire [2WW] Sorcery: Gerrard's Wisdom [B] Sorcery: Chorus of Woe [W] Enchantment, Aura: Hyena Umbra [1W] Enchantment, Aura: Relic Ward [1BB] Enchantment: Desolation [1U] Creature, Human Wizard Artificer: Soldevi Machinist [1U] Instant: Serve [2W] Creature, Human Soldier: Border Guard [3UU] Enchantment: Recantation [3U] Sorcery: Sift [None] Land: Adarkar Wastes [3W] Creature, Griffin: Mtenda Griffin [1R] Creature, Human Shaman: Crimson Mage [4] Artifact: Lux Cannon [5UU] Enchantment, Aura: Spirit Away [UU] Creature, Merfolk: Master of the Pearl Trident [5BB] Enchantment: Grave Betrayal [3] Artifact: Heartwood Shard [W] Instant, Arcane: Ethereal Haze [2] Artifact: Pentad Prism [XUU] Sorcery: Displacement Wave [1W] Enchantment: Hypochondria [1U] Creature, Merfolk Wizard: Silvergill Douser [G] Creature, Dryad: Rime Dryad [None] Land: Shadowblood Ridge [3RG] Creature, Beast: Zhur-Taa Ancient [3U] Creature, Beast: Fledgling Mawcor [1W] Enchantment, Aura: Temporal Isolation [3BB] Instant: Moonlight Bargain [3W] Creature, Fungus: Pallid Mycoderm [2GWW] Creature, Plant Hydra: Phytohydra [3R] Creature, Elemental: Skizzik [1W] Enchantment, Aura: Prismatic Ward [2WW] Enchantment: Angelic Voices [1BR] Creature, Thrull: Rakdos Ickspitter [4W] Creature, Kithkin Cleric: Resplendent Mentor [2WW] Creature, Lammasu: Hunted Lammasu [XU] Instant: Spell Blast [3] Artifact: Sandstone Deadfall [W] Creature, Human Warrior: Kjeldoran Warrior [7] Tribal Sorcery, Eldrazi: All Is Dust [1B] Creature, Human Spellshaper: Divining Witch [3G] Creature, Rhino Beast: Cliffrunner Behemoth [1G] Creature, Dryad: Dryad Sophisticate [2B] Creature, Leech: Andradite Leech [1W] Creature, Hyena: Trusty Companion [1U] Creature, Human Wizard Ally: Halimar Excavator [None] Creature, Werewolf: Lambholt Butcher [R/G] Sorcery: Fossil Find [4] Artifact: Goblin Cannon [2] Artifact, Equipment: Runechanter's Pike [4] Artifact: Otherworld Atlas [U] Enchantment: Mystic Remora [None] Land: Highland Lake [3B] Enchantment, Aura: Patriarch's Desire [3U] Creature, Minotaur: Labyrinth Minotaur [1W] Creature, Bird: Courier Hawk [UU] Enchantment, Aura: Invisibility [3R] Sorcery: Inner Fire [2W] Creature, Human Knight: Zhalfirin Commander [2G] Instant: Clear Shot [4G] Enchantment: Flourishing Defenses [1W] Sorcery: Soul Summons [3WB] Legendary Creature, Angel: Selenia, Dark Angel [RR] Instant: Fork [1U] Creature, Eldrazi Drone: Tide Drifter [3UU] Enchantment, Aura: Spellweaver Volute [2B] Creature, Bat: Kelinore Bat [None] Land: Jungle Shrine [1RR] Creature, Minotaur Shaman: Rageblood Shaman [1] Artifact, Equipment: Pathway Arrows [1WU] Creature, Bird Scout: Talon Trooper [None] Land: Kjeldoran Outpost [1U] Creature, Bird: Skyshroud Condor [U] Instant: Mind Bend [3R] Creature, Human Soldier: Yuan Shao's Infantry [1] Artifact: Necrogen Spellbomb [R] Instant: About Face [1B] Sorcery: Psychic Miasma [G] Enchantment: Drop of Honey [3GGG] Creature, Elemental Incarnation: Vigor [3R] Instant: Punctuate [None] Creature, Eldrazi Horror: Extricator of Flesh [None] Land: Smoldering Crater [6] Artifact: Horn of Plenty [1BR] Enchantment: Pain Magnification [2U] Instant: Ixidor's Will [RW] Creature, Human Soldier: Akroan Hoplite [4] Artifact, Equipment: Demonmail Hauberk [2WW] Enchantment, Aura: Entangler [3BBBB] Sorcery: Phthisis [2BB] Creature, Vampire: Vampire Outcasts [1W] Enchantment Creature, Human Warrior: Sightless Brawler [3WW] Creature, Giant Soldier: Kalemne's Captain [1B] Enchantment: Lim-Dul's Hex [2] Artifact: Aeolipile [4] Artifact Creature, Juggernaut: Galvanic Juggernaut [2W] Creature, Human Knight: Juniper Order Advocate [8G] Sorcery: Feral Incarnation [UU] Creature, Merfolk Rogue: Grimoire Thief [2R] Instant: Scattershot [2RR] Sorcery: Seismic Spike [G] Creature, Spirit: Starved Rusalka [BG] Instant: Abrupt Decay [3U] Creature, Djinn Wizard: Monastery Loremaster [R] Instant: Dead [3] Artifact: Staff of the Death Magus [1W] Creature, Bird Soldier: Soulcatcher [3RR] Sorcery: World at War [2U] Instant: Hibernation [None] Land: Calciform Pools [4GG] Planeswalker, Nissa: Nissa, Nature's Artisan [None] Planeswalker, Nissa: Nissa, Sage Animist [4RG] Creature, Elemental: Rubblehulk [1W] Creature, Human Druid: Mycologist [4W] Creature, Bird Soldier: Aven Flock [4UB] Sorcery: Twisted Justice [2U] Creature, Human Wizard: Graceful Adept [3U] Instant: Spite [1G] Instant: Wild Might [2W] Creature, Human Cleric: Pious Evangel [2BG] Sorcery: Hazardous Conditions [None] Land, Forest Island: Breeding Pool [2] Artifact: Vial of Dragonfire [2BRG] Legendary Creature, Orc Shaman: Sek'Kuar, Deathkeeper [1R] Enchantment: Braid of Fire [2BB] Enchantment: Volrath's Dungeon [U] Creature, Vedalken Advisor: Minister of Inquiries [10] Creature, Eldrazi: Spawnsire of Ulamog [B] Enchantment, Aura: Unholy Strength [2R] Sorcery: Browbeat [GG] Creature, Human Monk: Whirling Dervish [4BB] Sorcery: Blood Tribute [W] Instant: Anoint [2U] Creature, Thalakos Wizard: Thalakos Dreamsower [1U] Creature, Merfolk Rogue: Merfolk Observer [1R] Creature, Human Monk: Abbot of Keral Keep [6GG] Enchantment, Aura: Spawning Grounds [2GG] Creature, Troll: Cudgel Troll [2WW] Legendary Creature, Elephant Rogue: Frankie Peanuts [1G] Creature, Human Shaman: Smoke Teller [2GG] Sorcery: Natural Order [2RG] Planeswalker, Sarkhan: Sarkhan Vol [XB] Enchantment, Aura: Endless Scream [3G] Creature, Elephant: War Mammoth [2] Artifact: Key to the City [2] Artifact: Ashnod's Battle Gear [None] Land: Hollow Trees [1RR] Enchantment, Aura: Goblin Caves [2G] Enchantment Creature, Unicorn: Noble Quarry [1W] Creature, Human Cleric: Femeref Healer [2RR] Creature, Yeti: Mountain Yeti [3] Artifact: Belbe's Armor [UR] Enchantment, Aura: Magefire Wings [4G] Creature, Treefolk Warrior: Timber Protector [5U] Creature, Beast: Graxiplon [R] Enchantment Creature, Satyr: Nyxborn Rollicker [1U] Creature, Faerie Wizard: Spellstutter Sprite [6GGG] Sorcery: The Great Aurora [3G] Sorcery, Arcane: Uproot [G] Instant: Hornet Sting [5GG] Creature, Elemental: Tornado Elemental [7UU] Sorcery: Dichotomancy [3WW] Creature, Angel: Blinding Angel [5G] Enchantment: Death's Presence [1W] Creature, Bird Soldier: Aven Squire [3GG] Creature, Giant: Heartwood Giant [G] Instant: Sprout [2UU] Instant: Summary Dismissal [1G] Creature, Elf Warrior: Bramblewood Paragon [1UB] Creature, Zombie Soldier: Diregraf Captain [RGW] Sorcery: Fiery Justice [3B] Sorcery: Down [1U] Creature, Human Wizard: Meletis Astronomer [2GG] Enchantment: Awakening [W] Instant: Erase [WB] Sorcery: Castigate [3GG] Creature, Elemental Spirit: Spectral Force [5UUU] Legendary Creature, Octopus: Lorthos, the Tidemaker [2B] Enchantment: Recurring Nightmare [1UR] Creature, Vedalken Artificer: Whirler Virtuoso [2W] Creature, Spirit: Kabuto Moth [B] Creature, Human Cleric: Qarsi High Priest [2RR] Creature, Dragon: Rakdos Pit Dragon [4W] Creature, Giant: Battle Hurda [1U] Artifact: Courier's Capsule [3BB] Planeswalker, Nixilis: Ob Nixilis of the Black Oath [1B] Creature, Surrakar: Surrakar Marauder [4BB] Sorcery: Spiteful Blow [1B] Creature, Spirit: Deathknell Kami [UB] Instant: Agony Warp [U] Instant: Retract [G] Creature, Human Wizard: Granger Guildmage [3WWW] Creature, Bird Soldier: Aven Brigadier [W] Instant: Enlightened Tutor [4GG] Creature, Spirit: Nightsoil Kami [1G] Creature, Human Cleric: Sylvan Hierophant [None] Land: Shivan Oasis [7WW] Creature, Bringer: Bringer of the White Dawn [2U] Creature, Elemental: Tidewalker [1U] Sorcery: Misstep [2W] Creature, Human Soldier: Alert Shu Infantry [4] Artifact: Eye of Doom [3R] Creature, Giant: Tor Giant [4GG] Creature, Beast: Thunderfoot Baloth [2B] Creature, Goblin Shaman: Boggart Harbinger [3R] Creature, Wolf: Russet Wolves [3R] Legendary Creature, Goblin Ally: Zada, Hedron Grinder [1WU] Artifact: Fieldmist Borderpost [6RRR] Creature, Dragon: Furnace Dragon [2GU] Planeswalker, Kiora: Kiora, Master of the Depths [3W] Instant: Join the Ranks [2RR] Creature, Lhurgoyf: Magnivore [3GG] Creature, Cat: Riparian Tiger [2G] Creature, Kithkin Scout: Kithkin Mourncaller [G] Enchantment: Manabond [2U] Creature, Illusion: Mistform Dreamer [BBB] Enchantment: Dark Prophecy [2W] Creature, Human Rebel: Task Force [1G] Creature, Elf Scout: Viridian Emissary [2B] Creature, Vampire: Bloodrage Vampire [3] Artifact, Equipment: Spellbinder [None] Land, Gate: Simic Guildgate [1G] Creature, Elf Shaman: Elvish Visionary [2W] Instant: Astral Steel [4B] Sorcery: Stain the Mind [GW] Creature, Elf Knight: Llanowar Knight [3GG] Enchantment: Zendikar's Roil [4BB] Sorcery: Assassin's Strike [3U] Instant: Engulf the Shore [3R] Creature, Gnome: Quarum Trench Gnomes [11] Artifact Creature, Golem: Mycosynth Golem [3B] Creature, Imp: Norritt [2GG] Creature, Treefolk Shaman: Leaf-Crowned Elder [6UU] Creature, Beast: Qumulox [2U] Instant: Number Crunch [2W] Creature, Human Knight: Zhalfirin Knight [W] Creature, Human Knight: Caravan Escort [2B] Creature, Gremlin: Phyrexian Gremlins [2GG] Enchantment: Epic Struggle [G] Instant: Divergent Growth [5UUU] Creature, Kraken: Tidal Kraken [2RR] Enchantment: Chance Encounter [2B] Instant: Kor Dirge [2UU] World Enchantment: Mystic Decree [6RR] Creature, Elemental: Living Inferno [1R] Enchantment, Aura: Flaming Sword [4] Artifact: Whetwheel [1B] Creature, Human Rogue: Bane Alley Blackguard [1W] Instant: Honorable Passage [2BB] Legendary Creature, Aetherborn Rogue: Gonti, Lord of Luxury [3G] Creature, Human Warrior: Murasa Ranger [4U] Creature, Elemental: Mulldrifter [3B] Enchantment, Aura: Parasitic Bond [2BB] Creature, Demon: Abyssal Persecutor [3G] Enchantment, Aura: Equestrian Skill [U] Instant: Divert [XWWBB] Sorcery: Debt to the Deathless [2R] Creature, Wolf: Kessig Wolf [4R] Sorcery: Boulder Salvo [1UU] Instant: Hinder [None] Vanguard: Malfegor Avatar [2WW] Instant: Angel's Mercy [2W] Enchantment, Aura: Luminous Wake [11] Creature, Eldrazi: Pathrazer of Ulamog [1W] Instant: Soothing Balm [2WW] Creature, Angel: Sustainer of the Realm [3U] Creature, Human Insect: Aberrant Researcher [4] Artifact: White Mana Battery [1BB] Instant: Hero's Downfall [5BB] Sorcery: Repay in Kind [1R] Creature, Elemental: Tunnel Ignus [UB] Sorcery: Paranoid Delusions [2R] Creature, Devil: Riot Devils [1RR] Creature, Vampire: Crossway Vampire [1] Artifact: Meekstone [3B] Creature, Human Shaman: Accursed Witch [2G] Sorcery: Gerrymandering [1B] Creature, Skeleton: Carrionette [5WW] Creature, Angel: Resolute Archangel [None] Creature, Werewolf: Vildin-Pack Alpha [1G] Creature, Elf: Wirewood Hivemaster [2GG] Sorcery: Eureka [3GGW] Enchantment: Collective Blessing [4] Artifact Creature, Golem: Arcbound Reclaimer [4UR] Creature, Dragon: Firestorm Hellkite [1W] Snow Creature, Elemental: Squall Drifter [4B] Creature, Zombie Beast: Dreg Reaver [1BB] Creature, Human Minion: Cabal Torturer [3UU] World Enchantment: Bazaar of Wonders [W] Instant: Harm's Way [2B] Instant: Afflict [1R] Creature, Goblin: Goblin Rock Sled [1G] Creature, Elf Shaman: Tajuru Preserver [3G] Creature, Antelope: Emerald Oryx [WW] Enchantment: Runed Halo [2BB] Sorcery, Arcane: Devouring Greed [1U] Instant: Miscalculation [2RR] Creature, Efreet: Burning Palm Efreet [2R] Creature, Goblin: Gempalm Incinerator [2UU] Instant: Statute of Denial [2G] Creature, Human Monk: Topan Ascetic [3] Artifact: Bone Flute [1B] Creature, Minotaur: Felhide Brawler [1RR] Creature, Goblin Warrior: Krenko's Enforcer [G] Enchantment, Aura: Earthlore [2WWW] Creature, Avatar: Ethereal Champion [1G] Enchantment, Aura: Aether Web [R] Creature, Goblin Warrior: Goblins of the Flarg [3BB] Creature, Carrier: Phyrexian Plaguelord [None] Land: Shrine of the Forsaken Gods [3WB] Creature, Vampire: Blood Baron of Vizkopa [3UU] Creature, Zombie Horror: Advanced Stitchwing [1R] Creature, Human Artificer: Reckless Fireweaver [3] Artifact: General's Regalia [2W] Instant: Afterlife [2R] Snow Creature, Goblin Warrior: Goblin Rimerunner [5UU] Creature, Kraken: Isleback Spawn [hw] Creature, Human Child: Little Girl [W] Creature, Griffin: Tethered Griffin [2UU] Creature, Efreet: Harmattan Efreet [3R] Creature, Minotaur Warrior: Canyon Minotaur [3GG] Creature, Beast: Hollowhenge Beast [1B] Enchantment, Aura: Chime of Night [G] Instant: Canopy Claws [4R] Enchantment, Aura: Tin Street Market [1UB] Creature, Demon Illusion: Illusory Demon [1RR] Legendary Creature, Human Spellshaper: Jaya Ballard, Task Mage [1U] Creature, Bird Soldier: Coast Watcher [2W] Enchantment, Aura: Sandskin [W] Creature, Bird: Glint Hawk [5R] Creature, Giant Warrior: Sunrise Sovereign [2G] Creature, Beast: Megatherium [3RR] Creature, Insect: Invader Parasite [4RR] Instant: Thunderous Wrath [3W] Sorcery: Vengeance [1] Artifact: Tablet of Epityr [1U] Enchantment: Mana Maze [None] Creature, Eldrazi Spawn: Eldrazi Spawn [1RW] Legendary Creature, Human Soldier: Anax and Cymede [1W] Sorcery: Tariff [None] Land: Rustic Clachan [1W] Enchantment, Aura: Strength of Isolation [2G] Creature, Human Werewolf: Villagers of Estwald [4WW] Sorcery: Terminus [1G] Instant: Deep Wood [BBB] Legendary Enchantment: Kuon's Essence [2GGUU] Legendary Creature, Ooze Mutant: Experiment Kraj [1B] Creature, Human Cleric: Headhunter [3] Artifact Creature, Construct: Brass Secretary [3UU] Creature, Sphinx: Prognostic Sphinx [W] Creature, Spirit: Kami of False Hope [GGGG] Sorcery: Splendid Genesis [W] Instant: Stand [2WW] Instant: Retaliate [1W] Creature, Fox Cleric: Split-Tail Miko [4] Artifact Creature, Construct: Hedron Rover [4G] Creature, Sliver: Might Sliver [1W] Instant: Test of Faith [U] Instant: Saving Grasp [2W] Instant: Radiant's Judgment [3G] Creature, Human Warrior: Staunch-Hearted Warrior [1G] Enchantment: Saproling Infestation [3G] Sorcery: Rejuvenate [1W] Creature, Angel Spirit: Sustaining Spirit [None] Vanguard: Haakon, Stromgald Scourge Avatar [2B] Creature, Human Rogue: Undercity Informer [2BB] Creature, Human Minion: Painbringer [2B] Sorcery: Howling Fury [1W] Tribal Enchantment, Giant: Favor of the Mighty [4] Artifact: Tower of Murmurs [2W] Creature, Human Rebel: Defiant Vanguard [2R] Creature, Elemental Warrior: Flaring Flame-Kin [3GG] Sorcery: Shamanic Revelation [1GG] Creature, Squirrel: Squirrel Mob [XWU] Instant: Prismatic Boon [4BB] Creature, Avatar: Soul of Innistrad [4W] Creature, Angel: Guardian of the Gateless [U] Creature, Sliver: Screeching Sliver [5B] Sorcery, Arcane: Choice of Damnations [1W] Instant: Dazzling Reflection [2W] Creature, Human Cleric: Hallowed Healer [2GG] Creature, Elephant: Crazed Armodon [3W] Creature, Human Soldier: Benalish Commander [1BB] Creature, Zombie Knight: Sanguine Guard [2R] Instant: Solfatara [R] Sorcery: Reckless Charge [2WW] Enchantment: Lightmine Field [2] Artifact Creature, Horror: Phyrexian Revoker [3B] Creature, Human Wizard: Bogbrew Witch [5] Artifact Creature, Golem: Darigaaz's Attendant [3] Artifact Creature, Golem: Hewed Stone Retainers [B] Instant: Eye Gouge [None] Land: Choked Estuary [3] Artifact Creature, Myr: Shimmer Myr [2G] Creature, Human Warrior: Matca Rioters [None] Land: Verdant Catacombs [5RR] Creature, Dragon: Siege Dragon [4W] Creature, Human Soldier: Lieutenants of the Guard [1B] Creature, Rat: Graf Rats [1G] Sorcery: Life from the Loam [4BB] Creature, Human Berserker: Vindictive Mob [4GG] Creature, Hydra: Nessian Wilds Ravager [2B] Instant: Fevered Strength [4B] Creature, Vampire: Rabid Bloodsucker [3GG] Creature, Giant: Outland Colossus [3] Artifact: Crystal Chimes [G] Instant: Savage Summoning [1W] Creature, Human: King Suleiman [3UU] Creature, Human Wizard: Magus of the Jar [2WUB] Legendary Creature, Human Wizard: Ertai, the Corrupted [1BG] Instant: Consume Strength [2W] Enchantment: Divine Presence [1U] Sorcery: Omen [3W] Creature, Kithkin Soldier: Ballynock Trapper [2BB] Sorcery: Final Strike [1GG] Creature, Basilisk: Turntimber Basilisk [1W] Enchantment: Honor of the Pure [1U] Creature, Merfolk Rogue: Rootwater Thief [3R] Creature, Beast: Six-y Beast [1G] Creature, Elf: Wirewood Herald [3W] Creature, Ox: Pillarfield Ox [1W] Enchantment: Lumithread Field [1U] Instant: Unsubstantiate [3B] Creature, Vampire Rogue: Balustrade Spy [U/BU/BU/BU/BU/B] Creature, Spirit Avatar: Ghastlord of Fugue [4WW] Creature, Avatar: Soul of Theros [2B] Creature, Spirit: Mischievous Poltergeist [2B] Enchantment: Necromancy [2UU] Instant: Last Word [2G] Sorcery: Spoils of Victory [3U] Creature, Siren: Cloaked Siren [1WU] Enchantment, Aura: Ephara's Enlightenment [1BB] Sorcery: Infinite Obliteration [3U] Creature, Salamander Rogue: Amphin Cutthroat [3R] Creature, Shapeshifter: Changeling Berserker [1BR] Sorcery: Blightning [W] Creature, Kor Soldier: Kor Duelist [WU] Creature, Human Wizard: New Prahv Guildmage [XR] Instant: Street Spasm [1U] Enchantment, Aura: Lost in Thought [2W] Instant: Harsh Justice [3G] Creature, Elf Scout: Quirion Trailblazer [1GW] Creature, Rhino Soldier: Dauntless Escort [1W/B] Creature, Thrull: Mourning Thrull [2G] Creature, Human Warrior: Tuskguard Captain [4WU] Sorcery: Call [1G] Instant: Wrap in Vigor [2G] Sorcery: Call the Scions [5G] Creature, Insect: Segmented Krotiq [2G] Creature, Insect Druid: Nantuko Blightcutter [4WW] Creature, Giant Soldier: Palisade Giant [3G] Creature, Dryad: Vine Dryad [2W] Sorcery: Riding Red Hare [2U] Instant: Runeboggle [2BB] Creature, Harpy Beast: Screeching Harpy [2R] Sorcery: Sizzle [1WB] Enchantment: Righteous War [3R] Enchantment: Antagonism [3RR] Instant: Brawl [B] Instant: Lose Hope [2RR] Creature, Viashino: Viashino Bey [R] Instant: Expedite [U] Enchantment, Aura: Air Bladder [BRG] Instant: Jund Charm [R] Enchantment, Aura: Epiphany Storm [2UU] Creature, Sphinx: Conundrum Sphinx [2W] Creature, Human Soldier: Court Street Denizen [3W] Creature, Elephant Soldier: Loxodon Punisher [4G] Creature, Naga Archer: Sagu Archer [4U] Instant: Submerge [U] Enchantment: Telepathy [4RR] Sorcery: Volcanic Wind [2UR] Planeswalker, Ral: Ral Zarek [1UU] World Enchantment: Teferi's Realm [3] Artifact: Chimeric Egg [BBGG] Legendary Creature, Zombie Elf: Jarad, Golgari Lich Lord [R] Instant: Borrowed Hostility [2W] Instant: Orim's Thunder [2RW] Creature, Giant Soldier: Sunhome Enforcer [3RR] Enchantment: Berserkers' Onslaught [2G] Creature, Hydra: Scourge of Skola Vale [None] Land: Nephalia Academy [RW] Creature, Sliver: Cautery Sliver [4WW] Sorcery: Guan Yu's 1,000-Li March [3U] Instant: Griptide [1WU] Legendary Creature, Human Artificer: Hanna, Ship's Navigator [3W] Creature, Angel: Angel of Finality [3] Artifact: War Chariot [2BBB] Enchantment: Dawn of the Dead [1U] Creature, Merfolk: Coral Merfolk [None] Land: Griffin Canyon [3BBB] Creature, Demon: Stronghold Overseer [WW] Creature, Kor Soldier: Armament Master [2G] Creature, Insect: Pincher Beetles [3G] Sorcery: Tempt with Discovery [BBRRRGG] Sorcery: Violent Ultimatum [4UUU] Legendary Enchantment: Meishin, the Mind Cage [2GG] Enchantment, Aura: Living Terrain [None] Land: Goblin Burrows [1B] Enchantment, Aura: Feebleness [3RRR] Sorcery: Feral Lightning [1U] Instant: Vision Skeins [2G/U] Creature, Merfolk Wizard: Selkie Hedge-Mage [4U] Creature, Beeble: Bubbling Beebles [7GG] Creature, Bringer: Bringer of the Green Dawn [None] Land: Needle Spires [1] Artifact, Equipment: Bonesplitter [1UU] Creature, Illusion: Illusionary Servant [7B] Creature, Skeleton Wurm: Skeletal Wurm [4G] Sorcery: Gale Force [4W] Creature, Elemental: Steppe Glider [G] Enchantment, Aura: Web [None] Legendary Land: Hammerheim [3W] Creature, Human Soldier: Gravel Slinger [1W] Sorcery: Morningtide [1B] Creature, Human Cleric: Skirsdag High Priest [5WU] Creature, Spirit: Drogskol Reaver [3U] Creature, Bird: Mercurial Kite [1W] Instant: Abzan Advantage [3GG] Creature, Cockatrice: Cockatrice [W] Creature, Human Cleric: Daru Mender [1UU] Enchantment: Tidal Control [5GG] Creature, Ooze: Ancient Ooze [1W] Enchantment Creature, Sheep: Nyx-Fleece Ram [5] Artifact: Coat of Arms [4G] Creature, Spider: Steam Spitter [3B] Enchantment Creature, Nymph: Cavern Lampad [2BB] Creature, Human Assassin: Nekrataal [2U] Instant, Arcane: Toils of Night and Day [W] Creature, Human Soldier: Loyal Sentry [None] Land: Temple of Malice [1WB] Creature, Human Cleric: Edgewalker [3G] Creature, Elemental: Floral Spuzzem [1B] Creature, Insect: Blister Beetle [0] Artifact: Everflowing Chalice [5G] Creature, Elk Beast: Gang of Elk [2U] Creature, Wall: Coral Barrier [1U] Instant: Foreshadow [1BR] Enchantment: Dralnu's Crusade [2BB] World Enchantment: Koskun Falls [5RR] Creature, Giant Warrior: Borderland Behemoth [2R] Instant: Fires of Undeath [3B] Sorcery: Rising Miasma [None] Creature, Werewolf: Krallenhorde Killer [2G] Enchantment, Aura: Presence of Gond [4B] Creature, Nightstalker: Nightstalker Engine [3GG] Creature, Beast: Thresher Beast [4BB] Legendary Creature, Spirit: Iname, Death Aspect [4] Artifact Creature, Construct: Guardian Automaton [None] Land, Forest Island: Tropical Island [2] Artifact Creature, Golem: Soultether Golem [2U] Creature, Human Rogue: Stealer of Secrets [2RR] World Enchantment: Caverns of Despair [2] Artifact: Gruul Signet [3W] Creature, Kithkin Wizard: Galepowder Mage [None] Vanguard: Maralen of the Mornsong Avatar [BBB] Enchantment: Phyrexian Etchings [3WU] Creature, Elemental: Windreaver [3R] Creature, Ogre Shaman: Treasonous Ogre [4GG] Legendary Creature, Spirit: Iname, Life Aspect [1B] Creature, Bat: Grimclaw Bats [None] Land: Springjack Pasture [3W] Creature, Ox: Inquisitor's Ox [3BR] Instant: Breath of Malfegor [2RR] Enchantment, Aura: Breath of Fury [WWUU] Legendary Creature, Human Artificer: Ayesha Tanaka [G/U] Creature, Beast: Slippery Bogle [4] Artifact Creature, Beast: Insatiable Souleater [None] Land: Terrain Generator [3R] Creature, Human Rogue: Spontaneous Artist [4W] Creature, Kor Soldier Ally: Kor Entanglers [3] Artifact: Manalith [WW] Creature, Angel: Serra Avenger [3B] Creature, Vampire Shaman: Null Caller [R] Creature, Satyr Soldier: Satyr Hoplite [1B] Creature, Scorpion: Dakmor Scorpion [2R] Creature, Eldrazi Drone: Vile Aggregate [2R] Creature, Devil: Heckling Fiends [3R] Instant: Flame Lash [2] Artifact Creature, Construct: Lore Seeker [2U] Sorcery: Deja Vu [X2B] Sorcery: Soul Burn [1BG] Creature, Eldrazi Drone: Catacomb Sifter [6] Artifact, Equipment: Necropouncer [None] Creature, Werewolf: Flameheart Werewolf [3G] Enchantment: Titania's Song [2U] Instant: Spell Snip [1U] Creature, Drake: Spiketail Hatchling [1] Artifact, Equipment: Ghostfire Blade [2UU] Instant: Fold into Aether [1U] Creature, Nightmare Salamander Beast: Wormfang Newt [2G] Creature, Elf Wizard: Thornscape Battlemage [3U] Instant: Fortune's Favor [1W] Instant: Profit [2R] Creature, Spirit: Pain Kami [2U] Tribal Instant, Rogue: Thieves' Fortune [3BB] Legendary Creature, Human Soldier: Cao Cao, Lord of Wei [5G] Creature, Treefolk: Great Oak Guardian [5BB] Creature, Demon: Rune-Scarred Demon [3BR] Instant: Bituminous Blast [3BB] Sorcery: Fugue [2R] Creature, Goblin: Flamestick Courier [2G] Creature, Elf Shaman: Reclamation Sage [3R] Enchantment: Collapsing Borders [None] Plane, Belenon: Edge of Malacol [3G] Creature, Treefolk: Scarwood Treefolk [3R] Creature, Ogre: Ogre Taskmaster [1GW] Creature, Atog: Thaumatog [2BB] Creature, Knight: Shadow Rider [2G] Creature, Spider: Pincer Spider [3WW] Creature, Angel: Herald of War [2R] Creature, Human Shaman: Vulshok Heartstoker [1GU] Legendary Creature, Human Merfolk: Vorel of the Hull Clade [1B] Enchantment: Underhanded Designs [2W] Creature, Human Monk Cleric: Reliquary Monk [1BB] Creature, Rat: Ichor Rats [2BB] Creature, Imp: Cackling Imp [2UU] Creature, Elemental: Slithermuse [2GG] Creature, Elf Druid: Norwood Priestess [2RW] Creature, Soltari Soldier: Soltari Guerrillas [1RR] Creature, Elemental: Mindsparker [3RR] Creature, Orgg: Orgg [WW] Instant: Vengeful Dreams [2R] Creature, Sliver: Blur Sliver [4BB] Instant: Grip of Desolation [2BB] Sorcery: Agonizing Memories [5] Artifact: Gauntlets of Chaos [6] Artifact: Salvaging Station [1] Artifact: Cursed Scroll [1BR] Instant: Spontaneous Combustion [2B] Creature, Zombie Knight: Headless Horseman [2W] Creature, Human: Herald of the Fair [2G] Creature, Human Shaman: Shaman of Forgotten Ways [2G] Sorcery: Give [1B] Enchantment: Chains of Mephistopheles [1W] Instant: Leave No Trace [3U] Creature, Efreet: Rainbow Efreet [4B] Enchantment: Exquisite Blood [2R] Instant: Yamabushi's Flame [U] Creature, Eldrazi Drone: Prophet of Distortion [3RRR] Creature, Dragon: Mordant Dragon [None] Vanguard: Greven il-Vec [4] Artifact Creature, Construct: Thran War Machine [1B] Sorcery: Death [3B/GR] Creature, Insect: Giant Ambush Beetle [1R] Creature, Goblin Warrior: Akki Raider [2W] Creature, Human Scout: Femeref Scouts [G/UW] Enchantment, Aura: Crystallization [R] Sorcery: Winter Sky [None] Land, Gate: Azorius Guildgate [2U] Creature, Nautilus Beast: Chambered Nautilus [3UU] Creature, Sphinx: Master of Predicaments [3W] Creature, Human Cleric: Defender of the Order [RGW] Creature, Spirit: Tamanoa [RG] Instant: Colossal Might [G] Instant: Vitality Charm [5U] Sorcery: Interpret the Signs [R] Creature, Human Shaman: Kolaghan Stormsinger [2RRR] Legendary Creature, Goblin Shaman: Kiki-Jiki, Mirror Breaker [3B] Sorcery: Dutiful Return [B] Sorcery: Pain [1U] Creature, Beast: Thought Eater [None] Land: Thalakos Lowlands [GGGGG] Creature, Elemental: Rushwood Elemental [2R] Creature, Human Advisor: Imperial Recruiter [3R] Creature, Human Nightmare Barbarian: Spellgorger Barbarian [1R] Instant: Shatter [WUBRG] Legendary Creature, Sliver: Sliver Hivelord [G] Creature, Elf Archer: Ezuri's Archers [5R] Creature, Giant: Cunning Giant [5W] Creature, Giant Soldier: Sentinel of the Eternal Watch [2GW] Creature, Human Knight: Knight of New Alara [U] Instant: Dizzy Spell [1B] Sorcery: Pulling Teeth [1U] Creature, Shapeshifter: Renegade Doppelganger [B] Sorcery: Contract from Below [4R] Creature, Wolverine Beast: Spurred Wolverine [4UBR] Legendary Creature, Vampire: Garza Zol, Plague Queen [WBG] Instant: Abzan Charm [1R] Creature, Goblin Artificer: Goblin Archaeologist [5WW] Creature, Angel: Angel of the Dire Hour [4] Artifact: North Star [1U] Creature, Homunculus: Frilled Oculus [1W] Creature, Bird Monk: Orator of Ojutai [1U] Creature, Bird: Screeching Silcaw [3B] Creature, Zombie Avatar: Soulless One [1G] Instant: Mortal's Resolve [3RR] Instant: Rain of Rust [3UU] Enchantment: Cowardice [3B] Enchantment, Aura: Kagemaro's Clutch [2UU] Creature, Merfolk Wizard: Wilderness Hypnotist [3RR] Sorcery: Chandra's Ignition [1W] Creature, Human Wizard: Blinding Mage [4W] Creature, Giant: Caravan Hurda [3W] Instant: Congregate [1G] Sorcery: Into the North [3B] Creature, Faerie Rogue: Marsh Flitter [3W] Enchantment: Sphere of Reason [4GU] Creature, Beast: Sagu Mauler [5BR] Legendary Creature, Demon: Lady Orca [4BB] Creature, Horror: Nihilith [1G] Creature, Elemental: Bramblesnap [4BB] Sorcery: Rite of the Serpent [3BB] Sorcery: Vicious Betrayal [2R] Instant, Arcane: Barrel Down Sokenzan [6UU] Creature, Drone: Hoverguard Sweepers [3R] Creature, Monkey: Ravenous Baboons [1RW] Creature, Viashino Soldier: Viashino Firstblade [4GG] Creature, Human Shaman: Temur War Shaman [2G] Enchantment, Aura: Weirding Wood [2G] Creature, Dryad: Rushwood Legate [4U] Sorcery: Laquatus's Creativity [1W] Creature, Wall: Fortified Rampart [3WW] Creature, Angel: Baneslayer Angel [4W] Creature, Beast: Sandstorm Charger [1U] Enchantment, Aura: Narcolepsy [3G] Creature, Centaur Warrior: Scab-Clan Charger [None] Land: Svogthos, the Restless Tomb [3UU] Creature, Human Wizard: Beguiler of Wills [2RR] Legendary Creature, Human Samurai: Fumiko the Lowblood [2U] Instant: Override [1U] Creature, Siren: Alluring Siren [4R] Enchantment: Mindmoil [4U] Creature, Sliver: Synapse Sliver [W] Creature, Sliver: Sidewinder Sliver [None] Land, Swamp Mountain: Badlands [2B] Creature, Elemental Rogue: Corrosive Mentor [3B] Creature, Zombie: Famished Ghoul [3UB] Creature, Zombie: Possessed Skaab [2B] Instant: Crypt Incursion [UU] Creature, Human Wizard: Lord of the Unreal [2R] Creature, Efreet Monk: Bloodfire Expert [3W] Creature, Human Nomad: Luminous Guardian [3G] Creature, Beast: Ravenous Leucrocota [3R] Sorcery: Flame Fusillade [B] Creature, Bird: Circling Vultures [4WW] Legendary Creature, Dragon Spirit: Yosei, the Morning Star [R] Enchantment: Need for Speed [2BB] Sorcery: Forbidden Ritual [XRG] Sorcery: Savage Twister [3BG] Sorcery: Death Frenzy [2W] Instant: Fortify [1U] Instant: Pale Moon [1W] Instant: Carom [W] Creature, Human Soldier: Stern Constable [1G] Instant: Resize [3G] Creature, Elf Warrior: Ivy Lane Denizen [1B] Sorcery: Mind Burst [3G] Creature, Elf Shaman: Immaculate Magistrate [2B] Creature, Rat: Razortooth Rats [2W] Creature, Spirit: Benevolent Ancestor [2U] Sorcery: Fade Away [1UU] Creature, Spirit: Hunted Phantasm [1G] Instant: Treetop Defense [U] Instant: Stubborn Denial [3] Artifact, Vehicle: Cultivator's Caravan [2U] Creature, Spirit: Niblis of the Breath [R] Enchantment, Aura: Firebreathing [W] Instant: Holy Day [2BB] Legendary Creature, Human: King Macar, the Gold-Cursed [1W] Instant: Lead Astray [2W] Creature, Human Soldier: Elite Skirmisher [2RG] Creature, Elf Berserker: Bloodbraid Elf [BBBB] Enchantment: Lich [3WW] Legendary Creature, Human Cleric: Hazduhr the Abbot [1WB] Creature, Thrull: Kingpin's Pet [0] Artifact: Mana Crypt [5] Legendary Artifact: Pyromancer's Goggles [3W] Legendary Creature, Human Advisor: Michiko Konda, Truth Seeker [2U] Creature, Merfolk Shaman: Rootwater Shaman [1] Artifact, Equipment: Inventor's Goggles [3W] Creature, Spirit Wall: Wall of Reverence [1RW] Instant: Rally the Righteous [1U] Creature, Human Artificer: Renowned Weaponsmith [5RR] Creature, Elemental: Rockshard Elemental [4WW] Sorcery: Chronomantic Escape [None] Land: Dreadship Reef [1WW] Sorcery: Cleansing Meditation [R] Enchantment, Aura: Dizzying Gaze [1UU] Sorcery: Savor the Moment [3UU] Enchantment, Aura: Mind Control [2W] Creature, Human Soldier: Basilica Guards [2BB] Creature, Human Minion: Cabal Surgeon [5B] Creature, Elemental: Tar Fiend [1R] Creature, Goblin Rogue: Tin Street Hooligan [3RR] Summon, Legend: Jalum Grifter [2UU] Creature, Human Wizard: Lunar Mystic [1R] Creature, Goblin Archer Ally: Zada's Commando [3WW] Creature, Human Monk: Geist-Honored Monk [2R] Instant: Urza's Rage [4BB] Enchantment, Aura: Nettlevine Blight [2GU] Creature, Plant Wall: Jungle Barrier [B] Enchantment, Aura: Withering Hex [2U] Enchantment: Think Tank [1B] Creature, Zombie Wizard: Cabal Interrogator [3BB] Creature, Demon: Renegade Demon [3] Artifact, Equipment: Vulshok Battlegear [1GG] Creature, Elemental: Undergrowth Champion [2WW] Creature, Human Nomad Horror: Possessed Nomad [2GG] Legendary Creature, Human Monk: Iwamori of the Open Fist [2G] Creature, Fish Beast: Battering Krasis [3RR] Creature, Elemental Lizard: Magmasaur [None] Land: Daru Encampment [4B] Sorcery: Sanguimancy [3RW] Creature, Angel Ally: Angelic Captain [None] Plane, Lorwyn: Goldmeadow [2B] Creature, Rat: Scrib Nibblers [3W] Creature, Human Knight: Knights of Thorn [1W] Enchantment: Rune of Protection: White [2WW] Enchantment: Leyline of Sanctity [2] Artifact, Equipment: Mortarpod [2] Artifact: Illusionary Mask [0] Artifact Creature, Construct: Phyrexian Walker [4BB] Sorcery: Hex [3BB] Enchantment: Handcuffs [1U] Creature, Illusion Sliver: Mistform Sliver [1R] Creature, Wall: Wall of Torches [1B] Creature, Human Minion: Cabal Inquisitor [G] Enchantment: Fastbond [G] Creature, Treefolk Druid: Treefolk Harbinger [2RR] Enchantment: Leyline of Punishment [G] Sorcery: Take Down [U] Instant: Twisted Image [3BB] Instant: Hatred [2BB] Sorcery: Eyeblight Massacre [2U] Instant: Spell Shrivel [3] Artifact: Obelisk of Esper [3G] Creature, Human Warrior: Menagerie Liberator [4B] Sorcery: Exotic Disease [2WW] Creature, Angel: Guardian Seraph [6] Artifact Creature, Scarecrow: Thornwatch Scarecrow [2U] Creature, Drake: Drake Hatchling [2UB] Snow Creature, Specter: Blizzard Specter [1U] Instant: Disperse [3W] Instant: Aether Shockwave [None] Land: Looming Spires [1WU] Creature, Drake: Tempest Drake [1W] Creature, Kithkin Soldier: Ballyrush Banneret [B] Instant: Undying Evil [0] Instant: Pact of Negation [2W] Creature, Human Cleric: Extricator of Sin [1G] Enchantment: Earthcraft [B] Creature, Human Cleric: Dark Supplicant [5G] Creature, Spirit Wolf: Howlgeist [1U] Instant: Force Away [2] Artifact: Darksteel Pendant [2GG] Creature, Elemental: Maro [1R] Creature, Human Warrior Ally: Reckless Cohort [2W] Creature, Spirit Cleric: Bygone Bishop [None] Land: Library of Alexandria [3G] Creature, Hound: Elven Warhounds [4G] Creature, Hound Scout: Sandsteppe Scavenger [3R] Sorcery: Scorching Missile [4BB] Enchantment Creature, Gorgon: Archetype of Finality [1U] Creature, Faerie Rogue: Quickling [2GW] Enchantment: Glare of Subdual [3R] Creature, Beast: Chainflinger [W] Creature, Cat Cleric: Leonin Elder [2U] World Enchantment: In the Eye of Chaos [1GG] Creature, Human Scout: Mwonvuli Beast Tracker [G] Instant, Arcane: Kodama's Might [4W] Creature, Treefolk Warrior: Sentry Oak [4R] Instant: Sarkhan's Rage [3GG] Instant: Stand Together [G] Creature, Ogre: Ghazban Ogre [4G] Creature, Cat: Uktabi Wildcats [1G] Creature, Snake Shaman: Sakura-Tribe Elder [1WW] Creature, Bird Warrior: Aven Sunstriker [B] Instant: Songs of the Damned [2U] Instant: Psionic Blast [1] Artifact: Golden Urn [RRR] Creature, Dwarf: Dwarven Bloodboiler [4BB] Sorcery: Undercity Plague [1U] Creature, Merfolk: Whirlpool Rider [3G] Creature, Drake: Kyscu Drake [XGWU] Sorcery: Wargate [None] Land: Karplusan Forest [B] Instant: Dredge [3R] Creature, Spirit: Sandstorm Eidolon [2G] Legendary Creature, Elf Warrior: Rhys the Exiled [1B] Sorcery: Rite of Consumption [G] Enchantment, Aura: Spreading Algae [3R] Creature, Wurm: Wild Wurm [4W] Legendary Creature, Griffin: Zuberi, Golden Feather [2R] Creature, Goblin Shaman: Lavafume Invoker [2U] Enchantment: War Tax [3UU] Sorcery: Telemin Performance [3WW] Creature, Kithkin Knight: Plover Knights [1] Artifact: Thran Turbine [2W] Creature, Pegasus: Vryn Wingmare [2] Artifact: Genesis Chamber [None] Land: Seachrome Coast [1R] Creature, Human: Arena Athlete [3B] Creature, Faerie Wizard: Dreamspoiler Witches [3G] Creature, Spider: Giant Spider [1R] Creature, Elemental Hound: Ashmouth Hound [XRR] Instant: Commune with Lava [3] Artifact, Equipment: Whispersilk Cloak [7] Artifact Creature, Construct: Triskelavus [3] Artifact: Cloudstone Curio [3BB] Enchantment, Aura Curse: Curse of Death's Hold [1W] Enchantment, Aura: Kjeldoran Pride [2G] Creature, Human Archer: Court Archers [5W] Sorcery: Plea for Guidance [2R] Instant: Commando Raid [2R] Creature, Human Shaman Ally: Akoum Flameseeker [1W] Legendary Creature, Human Soldier: Thalia, Guardian of Thraben [None] Land: Cavern of Souls [3W] Creature, Human Soldier: Radiant's Dragoons [5GG] Creature, Elf Warrior: Wurmskin Forger [5RR] Sorcery: Destructive Force [3R] Creature, Viashino Warrior: Viashino Shanktail [2W] Creature, Human Archer: Freewind Equenaut [3] Artifact: Jar of Eyeballs [WU] Creature, Human Rogue: Deft Duelist [4WW] Sorcery: Kirtar's Wrath [W] Creature, Human Cleric: Mother of Runes [2BB] Creature, Zombie: Bladewing's Thrall [3GG] Creature, Spirit: Forked-Branch Garami [None] Plane, Muraganda: Feeding Grounds [3GG] Creature, Basilisk: Thicket Basilisk [3G] Enchantment: Pulse of Llanowar [1B] Tribal Sorcery, Goblin: Warren Weirding [1B] Creature, Zombie: Barrow Ghoul [1G] Creature, Kavu: Kavu Titan [3B] Sorcery: Empty the Catacombs [1B] Creature, Vampire Scout: Vampire Interloper [5B] Creature, Thrull: Exhumer Thrull [2R] Sorcery: Mark of Mutiny [3R] Creature, Orc Berserker: Warbringer [2R] Creature, Elemental Ox Beast: Longhorn Firebeast [3BB] Instant: Necrologia [2R] Sorcery: Peak Eruption [None] Scheme: Every Last Vestige Shall Rot [3] Artifact Creature, Beast: Phyrexian War Beast [GU] Instant: Simic Charm [3BRG] Enchantment: Earthlink [1W/UW/UW/U] Creature, Kithkin Knight: Thistledown Liege [2W] Instant: Erase (Not the Urza's Legacy One) [2R] Enchantment, Aura: Lust for War [3] Legendary Artifact: Hall of Triumph [5] Artifact Creature, Juggernaut: Keldon Battlewagon [1W] Creature, Human Cleric: Obsidian Acolyte [3BB] Enchantment, Aura: Unnatural Hunger [R] Instant: Chaos Charm [1UR] Enchantment, Aura: Quicksilver Dagger [2GG] World Enchantment: Arboria [1R] Creature, Leech: Ruby Leech [2WW] Creature, Beast: Calciderm [2W] Instant: Dominaria's Judgment [3U] Creature, Shapeshifter: Unstable Shapeshifter [1B] Creature, Horse: Fleshmad Steed [3UU] Sorcery: Ugin's Insight [4R] Creature, Goblin: Goblin Machinist [2] Artifact: Copper Tablet [2W] Creature, Kor Cleric: Kor Sanctifiers [3BR] Enchantment: Suicidal Charge [XB] Sorcery: Stir the Grave [3W] World Enchantment: Eye of Singularity [3W] Enchantment: Fight or Flight [1W] Instant, Arcane: Plow Through Reito [2UU] Planeswalker, Jace: Jace, the Mind Sculptor [2R] Sorcery: Fiery Gambit [11] Artifact Creature, Construct: Metalwork Colossus [3BB] Creature, Zombie: Nim Devourer [1BB] Creature, Human Assassin: King's Assassin [U] Creature, Merfolk Wizard: Ceta Disciple [1B] Creature, Human Advisor: Corrupt Court Official [1G] Creature, Human Druid: Gatherer of Graces [3] Artifact: Ashnod's Altar [W] Instant: Luminesce [WWW] Enchantment, Aura: Infinite Authority [1W] Creature, Spirit Soldier: Revered Dead [2B] Creature, Human Warrior: Dutiful Attendant [3G] Creature, Elf Warrior Scout: Viridian Scout [2R] Creature, Elemental Shaman: Cinder Pyromancer [3W] Creature, Cat: Zarichi Tiger [1GG] Creature, Leech: Land Leeches [BB] Creature, Zombie: Highborn Ghoul [2B] Creature, Human Wizard: Cunning Lethemancer [W] Creature, Fox Cleric: Kitsune Diviner [U] Enchantment: Veil of Birds [3BB] Creature, Beast: Muck Drubb [3GG] Creature, Beast: Gluetius Maximus [U] Sorcery: Energy Tap [R] Creature, Dwarf: Dwarven Grunt [XBGU] Sorcery: Villainous Wealth [R] Sorcery: Assault [0] Artifact Creature, Thopter: Ornithopter [2] Artifact: Magewright's Stone [2G] Creature, Elf Druid Archer: Silhana Starfletcher [1G] Creature, Dryad: Heartwood Dryad [RG] Instant: Artifact Mutation [XGG] Instant, Arcane: Nourishing Shoal [2R] Creature, Goblin: Kyren Sniper [1U] Creature, Wall: Wall of Tears [2R] Enchantment, Aura: Mardu Runemark [2BBRRGG] Legendary Creature, Elder Dragon: Vaevictis Asmadi [3UU] Sorcery: Tezzeret's Ambition [1BB] Legendary Creature, Zombie Knight: Haakon, Stromgald Scourge [1W] Enchantment, Aura: Flowering Field [B] Instant: Misinformation [1UU] Creature, Zombie Horror: Skaab Ruinator [4] Artifact: Rocket Launcher [3G] Creature, Boar: Festerhide Boar [4BB] Creature, Vampire: Stalking Bloodsucker [3WW] Sorcery: Righteous Confluence [3BB] Sorcery: Liturgy of Blood [2W] Instant: Narrow Escape [2B/GB/G] Creature, Hag: Desecrator Hag [1GW] Creature, Cat Warrior: Qasali Ambusher [3R] Creature, Efreet: Wildfire Emissary [None] Land: Magosi, the Waterveil [3BB] Creature, Zombie: Noxious Ghoul [1B] Instant: Smother [3] Artifact: Dimir Cluestone [2G] Creature, Plant Elemental: Bloodbriar [1] Artifact: Jeweled Bird [3B] Creature, Zombie Crocodile: Dross Crocodile [None] Land: Sulfur Falls [2B] Creature, Human Advisor: Garrulous Sycophant [1G] Sorcery: Gleeful Sabotage [1W] Enchantment: Circle of Protection: Art [1U] Instant: Voyage's End [R] Creature, Human Shaman: Martyr of Ashes [1G] Creature, Ape: Barbary Apes [1U] Instant: Truth or Tale [XWW] Instant, Arcane: Shining Shoal [3R] Creature, Spirit: Yuki-Onna [3WW] Snow Creature, Griffin: Boreal Griffin [4UU] Enchantment: Mind Unbound [XG] Sorcery: Wurmcalling [4] Artifact Creature, Scorpion: Dross Scorpion [None] Land: Botanical Sanctum [3G] Instant: Artisan's Sorrow [2U] Sorcery: Take [3U] Creature, Human Wizard: Voidmage Husher [XWW] Instant: Alabaster Potion [4R] Creature, Human Soldier: Gerrard's Irregulars [8UU] Sorcery: Sway of the Stars [1R] Creature, Human Wizard: Fireslinger [2] Artifact: Grinding Station [5] Artifact: Ring of Renewal [2R] Creature, Goblin Shaman: Krark-Clan Stoker [2U] Enchantment, Aura: Captivating Glance [4WW] Creature, Angel: Aegis Angel [2W] Instant: Ray of Dissolution [5R] Creature, Kavu: Firemaw Kavu [3G] Creature, Elf Shaman: Llanowar Empath [4] Artifact: Jayemdae Tome [2W] Enchantment: Terra Eternal [2U] Creature, Illusion Wall: Mistform Wall [W] Enchantment, Aura: Black Ward [1U] Creature, Elemental: Frost Walker [None] Vanguard: Tradewind Rider Avatar [2B] Creature, Drake: Rakdos Drake [2] Artifact: Cyclopean Snare [1BR] Instant: Backlash [W] Enchantment, Aura: Shield of Duty and Reason [6] Artifact Creature, Wurm: Wurmcoil Engine [5UU] Creature, Kraken: Kraken of the Straits [4RR] Enchantment: Tide of War [2W] Legendary Creature, Human Soldier: Thalia, Heretic Cathar [1B] Creature, Human Spellshaper: Undertaker [3R] Creature, Wolf: Heart Wolf [5WW] Legendary Creature, Angel Horror: Bruna, the Fading Light [3] Artifact: Sunstone [2RR] Enchantment: Dwarven Armory [2BG] Legendary Creature, Human Warrior: Vhati il-Dal [2G] Instant: Refresh [3B/GB/G] Creature, Insect: Golgari Longlegs [4WB] Creature, Angel: Magister of Worth [5G] Creature, Sliver: Megantic Sliver [2R] Creature, Wall: Wall of Heat [2/W2/U2/B2/R2/G] Legendary Artifact Creature, Scarecrow: Reaper King [1R] Creature, Orc: Ironclaw Orcs [4G] Creature, Kavu: Stone Kavu [4] Artifact: Jade Monolith [2B] Creature, Zombie: Bog Raiders [U] Instant: Gigadrowse [None] Vanguard: Multani [1G] Creature, Hound: B-I-N-G-O [3UU] Creature, Merfolk Rogue: Cache Raiders [1G] Instant: Terrifying Presence [2RRR] Creature, Phoenix: Bogardan Phoenix [2RR] Instant: Incendiary Sabotage [6RR] Creature, Dragon: Utvara Hellkite [2G] Creature, Crocodile Frog: Crocanura [3W] Enchantment: Delaying Shield [4] Artifact: Trigon of Corruption [3R] Creature, Vampire: Stensia Innkeeper [3W] Creature, Human Cleric: Auspicious Ancestor [4GGG] Creature, Basilisk: Stone-Tongue Basilisk [3G] Sorcery: Bifurcate [3B] Creature, Zombie Ape: Sidisi's Pet [3G] Creature, Elf Druid Warrior: Skyshroud Troopers [3GG] Legendary Creature, Elemental: Titania, Protector of Argoth [2G] Sorcery: Roar of Challenge [5] Artifact Creature, Masticore: Razormane Masticore [3GG] Creature, Elemental: Ageless Entity [2U] Instant: Circular Logic [2UU] Legendary Creature, Human Wizard: Blind Seer [WU] Creature, Griffin: Azorius First-Wing [1W] Creature, Human Cleric: Syndic of Tithes [3] Artifact, Equipment: Heavy Mattock [2UU] Creature, Elemental: Scion of Glaciers [GG] Summon, Dinosaur: Old Fogey [2RG] Planeswalker, Arlinn: Arlinn Kord [3R] Creature, Minotaur Shaman: Fanatic of Mogis [1G] Instant: Echoing Courage [1B] Legendary Creature, Rat Shaman: Stabwhisker the Odious [1B] Creature, Faerie Rogue: Oona's Blackguard [1G] Creature, Elf Druid: Quirion Sentinel [R] Instant: Dual Shot [2G] Enchantment: Dense Foliage [1G] Enchantment: Durable Handicraft [W] Instant: Scent of Jasmine [None] Land: Maze's End [3R] Sorcery: Madcap Experiment [2W] Enchantment: Moonlit Wake [3W] Enchantment: Diversionary Tactics [3G] Sorcery: Titania's Boon [1R] Creature, Goblin: Mogg Maniac [R] Creature, Ooze: Primordial Ooze [2G] Legendary Creature, Human Monk: Azusa, Lost but Seeking [1RR] Enchantment: Furnace Celebration [2] Artifact, Equipment: Ogre's Cleaver [2WW] Creature, Spirit: Spectral Guardian [2GGG] Planeswalker, Garruk: Garruk, Primal Hunter [2U] Creature, Human Spellshaper: Stronghold Machinist [3WU] Legendary Creature, Human Advisor: Tobias Andrion [3RR] Creature, Insect: Lithophage [4WW] Sorcery: Nomads' Assembly [4BB] Sorcery: Reign of the Pit [3W] Creature, Rhino Monk: Rhox Faithmender [5GG] Creature, Elf Knight: Gladehart Cavalry [3] Artifact: Aegis of the Meek [None] Land, Urzas Power-Plant: Urza's Power Plant [2UU] Enchantment, Aura: Control Magic [2R] Creature, Spirit: Furnace Spirit [2UB] Creature, Crocodile: Marsh Crocodile [3R] Enchantment: Awaken the Sky Tyrant [W] Creature, Cat: Trained Caracal [5B] Sorcery: Mindstab [XG] Sorcery: Animist's Awakening [3B] Creature, Werewolf: Lesser Werewolf [2UU] Sorcery: Talent of the Telepath [2R] Creature, Goblin Shaman: Akki Drillmaster [1RWB] Creature, Demon: Butcher of the Horde [BB] Legendary Creature, Human Assassin: Kiku, Night's Flower [2BB] Enchantment: Vile Requiem [3U] Creature, Illusion: Phantasmal Forces [2W] Enchantment: Equipoise [7] Artifact Creature, Golem: Lunar Avenger [1G] Instant: Tread Upon [4] Artifact: Metrognome [UB] Sorcery: Diabolic Vision [2] Artifact Creature, Insect: Arcbound Stinger [4GG] Sorcery: Verdant Confluence [3B] Sorcery: Ancient Craving [None] Phenomenon: Morphic Tide [2R] Creature, Human Nomad: Ghitu Fire-Eater [1W] Creature, Atog: Auratog [1W] Enchantment, Aura: Murder Investigation [2B] Sorcery: Ghostly Visit [3W] Creature, Griffin: Courier Griffin [3WW] Creature, Angel: Serra Angel [1GG] Sorcery: Pulse of the Tangle [1B/R] Creature, Elemental Warrior Shaman: Emberstrike Duo [2U] Enchantment: Well-Laid Plans [3R] Creature, Human Werewolf: Afflicted Deserter [2G] Creature, Human Werewolf: Lambholt Elder [1WB] Legendary Creature, Human Advisor: Kambal, Consul of Allocation [U] Enchantment, Aura: Betrayal [1BB] Enchantment Creature, Horror: Nighthowler [3RRR] Legendary Creature, Dragon: Rorix Bladewing [2] Artifact: Shrine of Loyal Legions [8] Artifact Creature, Golem: Platinum Emperion [3GGG] Enchantment, Aura: Shape of the Wiitigo [5GG] Creature, Troll Shaman: Trolls of Tel-Jilad [W] Enchantment, Aura: Coalition Flag [3B] Creature, Horror: Slum Reaper [R] Creature, Human Soldier: Branded Brawlers [2G] Creature, Eldrazi: Vile Redeemer [1GG] Creature, Centaur Archer: Jolrael's Centaur [2W] Enchantment: Damping Field [1UU] Enchantment: Mana Vortex [W] Sorcery: Oust [2R] Creature, Goblin Rogue: Arms Dealer [2R] Creature, Sliver: Homing Sliver [1] Artifact: Altar of the Brood [1R] Creature, Human Shaman: Akoum Stonewaker [1RRR] Creature, Efreet: Tempest Efreet [1BBB] Enchantment: Grave Pact [XR] Sorcery: Detonate [2B] Creature, Zombie Wizard: Coffin Queen [G] Instant: Explosive Growth [None] Land: Glacial Fortress [1G] Enchantment, Aura: Mantle of Webs [3G] Legendary Creature, Snake Warrior: Shisato, Whispering Hunter [3] Artifact: Draconian Cylix [1W] Creature, Kor Soldier Ally: Kor Bladewhirl [2W] Creature, Shapeshifter: Avian Changeling [4G] Creature, Beast: Deepwood Tantiv [3] Artifact: Orb of Dreams [3RR] Sorcery: Explosive Revelation [W] Creature, Human Cleric: Songstitcher [2G] Instant: Revealing Wind [3] Artifact: Jeskai Banner [BB] Instant: Bile Blight [2B/G] Creature, Beast: Quillspike [3B] Creature, Imp: Slinking Skirge [4W] Creature, Human Cleric: Tireless Missionaries [2GG] Creature, Elf Artificer: Peema Outrider [RR] Enchantment: Power Surge [None] Land: Copperline Gorge [4GG] Creature, Beast: Paleoloth [1G] Sorcery: Seek the Wilds [1U] Sorcery: Ghostform [B] Enchantment, Aura: Cursed Flesh [1W] Creature, Human Soldier: Hanweir Militia Captain [1WW] Creature, Human Warrior: Arashin Foremost [1R] Creature, Goblin Rogue: Goblin Tunneler [1U] Enchantment, Aura: Runner's Bane [3RR] Legendary Creature, Ogre Warrior: Kazuul, Tyrant of the Cliffs [4] Artifact, Equipment: Assault Suit [XUUR] Sorcery: Invoke the Firemind [1W] Creature, Human Soldier: Cloudreach Cavalry [B] Enchantment, Aura: Molting Snakeskin [XU] Instant: Broken Ambitions [6] Artifact Creature, Golem: Alloy Golem [1RR] Enchantment: Five-Alarm Fire [2R] Enchantment, Aura: Granite Grip [4] Artifact: Razor Pendulum [GGW] Instant: Congregation at Dawn [W] Enchantment, Aura: Guildscorn Ward [2U] Creature, Metathran Wizard: Stormscape Battlemage [3W] Creature, Rhino Soldier: Stonehorn Dignitary [4WU] Creature, Dragon: Pristine Skywise [2U] Sorcery: Show and Tell [10] Creature, Eldrazi: Desolation Twin [5WW] Creature, Archon: Silent Sentinel [1BB] Legendary Creature, Spirit: Scarmaker [1R] Creature, Goblin Berserker: Riot Piker [1RR] Legendary Enchantment Artifact: Hammer of Purphoros [UU] Instant: Psychic Barrier [2WW] Enchantment, Aura: Angelic Destiny [4G] Creature, Ape: Savage Gorilla [3W] Enchantment: Sigil of the New Dawn [1] Artifact Creature, Scarecrow: Jawbone Skulkin [UB] Instant: Countersquall [4WW] Legendary Creature, Angel: Linvala, the Preserver [1R] Sorcery: Nightbird's Clutches [2] Artifact: Candles of Leng [XB] Sorcery: Bond of Agony [2B] Creature, Human Assassin: Xathrid Slyblade [2GG] Instant: Elephant Ambush [3R] Creature, Elemental: Furnace Brood [4G] Creature, Rhino Soldier: Rhox Maulers [WUBRG] Sorcery: Last Stand [2WW] Creature, Human Soldier: Trap Runner [3G] Creature, Insect Druid Mutant: Nantuko Vigilante [3G] Creature, Elf Warrior: Wildslayer Elves [4WW] Creature, Human Soldier: Daru Lancer [1U] Instant: Grip of Amnesia [2W] Enchantment, Aura: Pentarch Ward [5] Artifact Creature, Assembly-Worker: Self-Assembler [U] Enchantment, Aura: Unstable Mutation [2W] Creature, Hound: Cathar's Companion [None] Land: Battlefield Forge [2RR] Legendary Creature, Human Knight: Marton Stromgald [None] Creature, Vampire: Markov's Servant [None] Vanguard: Maraxus [4] Artifact Creature, Chimera: Iron-Heart Chimera [None] Vanguard: Mirror Entity Avatar [5U] Creature, Merfolk Rogue: Deepchannel Mentor [4BB] Creature, Zombie Frog Beast: Anurid Murkdiver [1B] Creature, Skeleton Warrior: Reassembling Skeleton [4BB] Legendary Creature, Dragon Spirit: Kokusho, the Evening Star [1B] Creature, Orc Warrior: Battle Brawler [2R] Creature, Lizard: Hissing Iguanar [2BB] Creature, Leech: Squelching Leeches [2U] Creature, Human Cleric: Noble Benefactor [3U] Enchantment, Aura: Ocular Halo [W] Instant: Reciprocate [U] Creature, Bear Illusion: Phantasmal Bear [4GG] Creature, Spider: Skysnare Spider [1B] Sorcery: Chainer's Edict [BB] Enchantment, Aura: Blight [1BB] Creature, Spike: Spike Cannibal [2U] Creature, Elemental Cat: Frost Lynx [1GG] Sorcery: An-Havva Inn [2G] Creature, Atog: Foratog [B] Enchantment, Aura: Death's Approach [1R] Sorcery: Control of the Court [3] Artifact Creature, Wizard: Wizard Replica [2GG] Creature, Cat: Slashing Tiger [3BBB] Legendary Creature, Shade Knight: Ihsan's Shade [1R] Sorcery: Grapeshot [3B] Sorcery: Splitting Headache [4R] Creature, Giant: Obsidian Giant [1R] Creature, Kavu: Pouncing Kavu [5RR] Creature, Dragon: Hellkite Igniter [1G] Sorcery: Commune with the Gods [2W] Sorcery: Survival Cache [5B] Creature, Spirit: Crawling Filth [U] Creature, Merfolk: Sandbar Merfolk [2U] Enchantment: Veiled Crocodile [None] Vanguard: Seshiro the Anointed Avatar [3RR] Enchantment: Rumbling Crescendo [G] Enchantment: Carpet of Flowers [4WW] Creature, Angel Warrior: Warrior Angel [2WB] Enchantment, Aura: One Thousand Lashes [2UU] Instant: Put Away [2WW] Creature, Human Wizard: Magus of the Moat [B] Enchantment: Soul Stair Expedition [2U] Creature, Human Wizard: Neurok Transmuter [1U] Instant: Whirlpool Whelm [2G] Creature, Elf Warrior: Norwood Warrior [1GU] Instant: Cytoshape [4BB] Creature, Specter: Scythe Specter [5WW] Creature, Spirit Giant: Pale Wayfarer [2B] Sorcery: Mind Ravel [R] Sorcery: Landslide [2WW] Enchantment: Drought [None] Land: Elfhame Palace [5U] Creature, Giant: Benthic Giant [0] Artifact, Equipment: Paradise Mantle [1W] Creature, Spirit: Suture Spirit [2BGG] Creature, Insect: Grave-Shell Scarab [5] Legendary Artifact: Predator, Flagship [1UU] Creature, Surrakar: Surrakar Spellblade [1B] Creature, Slug: Giant Slug [4B] Creature, Vampire Warrior Ally: Kalastria Nightwatch [2G] Instant: Sundering Vitae [4UB] Legendary Creature, Dragon: Silumgar, the Drifting Death [UU] Instant: Deprive [2W] Creature, Kor Wizard: Dawnglare Invoker [3GG] Creature, Elemental: Hollowhenge Scavenger [BB] Enchantment, Aura: Ancestral Vengeance [None] Vanguard: Loxodon Hierarch Avatar [2] Legendary Artifact, Equipment: Konda's Banner [3B] Creature, Zombie: Ashen Ghoul [1R] Instant, Arcane: Desperate Ritual [3W] Creature, Griffin: Teremko Griffin [XG] Creature, Elemental: Ivy Elemental [W] Enchantment, Aura: Ethereal Armor [BB] Creature, Human Mercenary: Cateran Persuader [4UU] Instant: Waterwhirl [R] Enchantment, Aura: Mark of Fury [None] Plane, Regatha: Mount Keralia [1U] Creature, Homunculus Illusion: Hazy Homunculus [2B] Creature, Human Assassin Ally: Hagra Sharpshooter [2UU] Creature, Zubera Spirit: Rushing-Tide Zubera [None] Creature, Elemental: Insidious Mist [2W] Creature, Bird Wizard: Aven Mindcensor [2RR] Creature, Hound: Lightning Hounds [WW] Creature, Human Soldier: Auriok Edgewright [6B] Creature, Zombie: Zombie Brute [BB] Creature, Spirit: Nether Traitor [1WW] Enchantment: Light of Sanction [2RGW] Creature, Beast: Rakeclaw Gargantuan [2GG] Enchantment: Preferred Selection [6] Artifact: Serpent Generator [4] Artifact Creature, Scarecrow: Scrapbasket [4GGG] Legendary Creature, Elemental: Molimo, Maro-Sorcerer [6G] Creature, Beast: Hundroog [3RR] Sorcery: Shower of Coals [2B] Enchantment: Contamination [1UU] Legendary Creature, Human Wizard: Barrin, Master Wizard [5WW] Creature, Dragon Spirit: Eternal Dragon [G] Creature, Human Cleric: Diregraf Escort [R/W] Creature, Goblin Soldier: Boros Recruit [5U] Sorcery: Govern the Guildless [1R] Enchantment: Shivan Harvest [G] Enchantment, Aura: Abundant Growth [3U] Enchantment: Jace's Sanctum [2B] Creature, Human Mercenary Rebel: Rebel Informer [4] Artifact Creature, Construct: Su-Chi [2] Artifact: Magnetic Web [3B] Creature, Ogre Shaman: Blood Speaker [1R] Creature, Goblin Warrior: Goblin Kaboomist [3GG] Creature, Slug Beast: Molder Slug [1W] Instant: Whitesun's Passage [1BR] Creature, Human Minion: Shauku's Minion [XU] Instant: Spell Burst [4] Artifact Creature, Construct: Iron League Steed [XUU] Sorcery: Fascination [R] Instant: Scorching Winds [2G] Creature, Ooze: Inexorable Blob [W] Enchantment, Aura: Shadow Lance [None] Land: Ancient Ziggurat [3B] Instant: Death Bomb [GG] Sorcery: Land Aid '04 [3] Artifact: Damping Matrix [2R] Sorcery: Metallic Mastery [2UU] Enchantment: Swirl the Mists [1R] Sorcery: Spitting Earth [4] Artifact Creature, Construct: Rackling [XGG] Sorcery: Wildcall [UB] Creature, Merfolk Zombie: Vodalian Zombie [1RR] Creature, Wall: Wall of Stone [4G] Creature, Shapeshifter: Changeling Titan [1U] Creature, Illusion: Phantasmal Sphere [1B] Enchantment, Aura: Pretender's Claim [2RR] Creature, Minotaur Warrior: Gorehorn Minotaurs [1] Artifact Creature, Snake: Vector Asp [3RR] Creature, Satyr: Wild Celebrants [R] Instant: Pyroblast [1W] Instant: Serene Offering [2B] Enchantment: Dauthi Embrace [1R] Creature, Goblin: Goblin Sappers [5G] Creature, Boar Beast: Giant Warthog [2U] Creature, Human Wizard: Zuran Spellcaster [1WB] Legendary Enchantment Creature, God: Athreos, God of Passage [3B] Creature, Elf Rogue: Moonglove Winnower [2UB] Creature, Vampire: Moroii [1B] Enchantment: Heartless Summoning [None] Land: Khalni Garden [4BB] Creature, Giant: Grave Titan [2R] Enchantment: Tectonic Instability [UU] Creature, Human Wizard: Stern Proctor [2R] Sorcery: Steam Blast [None] Creature, Zombie: Zombie [1W] Instant: Gideon's Reproach [None] Creature, Werewolf: Lone Wolf of the Natterknolls [2UU] Creature, Djinn: Vaporous Djinn [3] Artifact: Magistrate's Scepter [2U] Creature, Naga Wizard: Silumgar Spell-Eater [2UU] Creature, Bird Soldier: Treetop Sentinel [2WW] Sorcery: Cleanse [2R] Creature, Viashino Warrior: Thunder-Thrash Elder [1B] Sorcery: Painful Memories [1WW] Legendary Creature, Fox Samurai: Opal-Eye, Konda's Yojimbo [1W] Creature, Wall: Wall of Resistance [None] Plane, Arkhos: Lethe Lake [2W] Creature, Human Knight: Paragon of the Amesha [3UU] Enchantment: Metallurgic Summonings [B] Instant: Foul-Tongue Shriek [4GG] Creature, Treefolk: Ulvenwald Observer [RW] Creature, Human Soldier: Wojek Halberdiers [6R] Creature, Orgg: Trained Orgg [BB] Sorcery: Sinkhole [3RR] Creature, Giant Warrior: Furystoke Giant [5W] Legendary Creature, Human Samurai: Takeno, Samurai General [1GG] Enchantment Creature, Centaur: Courser of Kruphix [WW] Creature, Human Knight: Knight of the White Orchid [2BB] Creature, Human Minion: Rag Man [1BR] Creature, Human Wizard: Blood Cultist [2G] Snow Creature, Spider: Frostweb Spider [8] Artifact: Possessed Portal [1BR] Creature, Insect: Army Ants [G] Enchantment: Crop Sigil [2] Artifact: Sun Droplet [1G] Enchantment, Aura: Regeneration [None] Plane, New Phyrexia: Norn's Dominion [7UUU] Enchantment: Omniscience [R/WR/WR/W] Instant: Fire at Will [1W] Creature, Human Soldier: Hero of Iroas [W] Creature, Human: Abu Ja'far [2UB] Creature, Serpent: Slinking Serpent [None] Phenomenon: Mutual Epiphany [4B] Sorcery: Extinction [4] Artifact: Aligned Hedron Network [3B/G] Instant: Cankerous Thirst [3R] Creature, Human Warrior Werewolf: Tormented Pariah [3RR] Creature, Hellion: Caldera Hellion [0] Artifact, Equipment: Bone Saw [2B] Creature, Imp: Daggerclaw Imp [6] Artifact Creature, Golem: Tribal Golem [B] Sorcery: Organ Harvest [2] Artifact: Rakdos Signet [XUU] Sorcery: Braingeyser [3URG] Legendary Creature, Dragon: Intet, the Dreamer [3U] Creature, Human Wizard: Academy Elite [4] Artifact: Acidic Dagger [G] Enchantment, Aura: Gift of the Woods [4U] Creature, Crocodile: Sandbar Crocodile [2W] Creature, Human Wizard: Sunscape Battlemage [1B] Creature, Zombie: Walking Dead [3W] Instant: Neck Snap [1UB] Enchantment: Vile Consumption [1R] Enchantment, Aura: Dragon Breath [1G] Creature, Elf Archer: Thornweald Archer [1GG] Creature, Treefolk: Heartwood Storyteller [5U] Enchantment: Well of Ideas [2B] Enchantment: Seal of Doom [2GG] Creature, Elemental: Vengevine [2] Artifact: Elven Lyre [GW] Creature, Human Druid: Femeref Enchantress [4UU] Artifact Creature, Sphinx: Sharding Sphinx [2B] Creature, Horror: Phyrexian Negator [U] Instant: Nix [3BB] Creature, Gorgon: Infernal Medusa [3BB] Creature, Horror Mercenary: Cateran Enforcer [4GG] Creature, Spider: Tangle Spider [3GG] Creature, Boar: Crashing Boars [3R] World Enchantment: Elkin Lair [XU] Sorcery: Increasing Confusion [G] Creature, Sliver: Virulent Sliver [1U] Sorcery: Research the Deep [None] Land: Kabira Crossroads [1U] Creature, Human Wizard: Incursion Specialist [B] Enchantment: Lurking Jackals [3BB] Sorcery: Dark Petition [U/RB] Creature, Zombie Warrior: Grixis Grimblade [R] Sorcery: Scorching Spear [1W] Creature, Wall: Jeskai Barricade [5] Artifact: Farsight Mask [4BBB] Creature, Zombie: Sutured Ghoul [2G] Enchantment: Enchantress's Presence [2B] Enchantment, Aura: Foul Presence [2GG] Enchantment: Nature's Will [1RG] Creature, Kavu: Raging Kavu [1G] Creature, Elf Druid: Wirewood Elf [1B] Creature, Insect: Fretwork Colony [3RG] Creature, Wurm: Shivan Wurm [W] Instant, Arcane: Pure Intentions [5RRR] Legendary Creature, Angel: Akroma, Angel of Fury [2R] Enchantment: Crevasse [None] Land, Urzas Tower: Urza's Tower [3R] Enchantment: Burning Cinder Fury of Crimson Chaos Fire [BR] Creature, Eldrazi Drone: Forerunner of Slaughter [3W] Creature, Spirit: Kami of Old Stone [8UUUU] Sorcery: Enter the Infinite [W] Enchantment: Land Tax [R] Enchantment, Aura: Crackling Club [1GU] Legendary Creature, Elf Rogue: Edric, Spymaster of Trest [R] Enchantment, Aura: Flamespeaker's Will [2B] Creature, Human Shaman Ally: Agadeem Occultist [3G] Creature, Beast: Primal Huntbeast [None] Land, Mountain Plains: Sacred Foundry [4U] Creature, Spirit: Kiri-Onna [3W] Enchantment: Valor in Akros [4R] Creature, Ogre Warrior: Wrecking Ogre [1B] Sorcery: Lost Hours [1UU] Instant: Machinate [3W] Creature, Bird Soldier: Dive Bomber [4WU] Sorcery: Kiss of the Amesha [6] Artifact Creature, Construct: Cogwork Grinder [2G] Creature, Elemental: Spawnwrithe [2W] Enchantment: Heroism [1UBR] Legendary Creature, Human Wizard: Marchesa, the Black Rose [1B] Creature, Human Rebel Cleric: Blightspeaker [None] Land: Jungle Hollow [3RR] Creature, Hellion: Embermaw Hellion [None] Sorcery: Restore Balance [2RR] Creature, Minotaur Berserker: Raging Minotaur [XG/UG/U] Instant: Biomass Mutation [G] Legendary Creature, Human Artificer: Oviya Pashiri, Sage Lifecrafter [3] Artifact: Skull of Orm [W] Creature, Human Nomad: Spurnmage Advocate [1WW] Enchantment: Stasis Snare [3B] Legendary Enchantment, Shrine: Honden of Night's Reach [3] Artifact Creature, Wizard: Neurok Replica [None] Vanguard: Squee, Goblin Nabob Avatar [1R] Instant: Smash to Smithereens [7G] Sorcery: Granny's Payback [UBR] Creature, Horror: Kederekt Creeper [W] Snow Enchantment, Aura: Gelid Shackles [1B] Instant: Rouse [1G] Enchantment: Steely Resolve [1] Artifact Creature, Construct: Arcbound Worker [1W] Creature, Human Soldier: Ardent Soldier [3BB] Sorcery: Reign of Terror [4RR] Creature, Boar Beast: Coalhauler Swine [UBR] Instant: Crosis's Charm [3R] Instant: Cackling Flames [3G] Creature, Centaur: Citanul Centaurs [1WW] Enchantment: Aura of Silence [2GG] Enchantment: Barbed Foliage [U] Creature, Merfolk Wizard: Cursecatcher [2BB] Creature, Elemental Shaman: Soul Snuffers [B/RB/RB/R] Creature, Avatar: Avatar of Discord [2G] Creature, Insect Shaman: Nantuko Shaman [3B] Creature, Eldrazi Drone: Silent Skimmer [3W] Enchantment, Aura: Sunbond [1GG] Creature, Insect: Marker Beetles [4RR] Sorcery: Death by Dragons [None] Artifact Land: Darksteel Citadel [XB] Instant: Howl from Beyond [2W] Sorcery, Arcane: Cleanfall [2B] Creature, Zombie: Contagious Nim [2BB] Legendary Creature, Kirin Spirit: Infernal Kirin [5B] Creature, Ogre Warrior: Deathcurse Ogre [4RR] Sorcery: Slice and Dice [2U] Creature, Donkey Wizard: Smart Ass [2WW] Sorcery: Battle Screech [None] Land: Waterveil Cavern [3] Artifact: Mardu Banner [2GUR] Creature, Elephant Warrior: Avalanche Tusker [XXR] Sorcery: Conflagrate [B] Sorcery: Unearth [1] Artifact, Equipment: Shuko [2W] Instant: Midnight Haunting [G/UG/U] Creature, Elf Wizard: Simic Guildmage [1G] Instant: Regenerate [2UU] Creature, Merfolk Wizard: Surgespanner [None] Legendary Land: Rath's Edge [1U] Sorcery: Merchant Scroll [3] Artifact: Staff of the Mind Magus [1] Artifact Creature, Construct: Bonded Construct [2RGW] Creature, Elf Shaman: Naya Sojourners [R] Instant: Telim'Tor's Edict [1G] Enchantment: Dense Canopy [3BB] Creature, Bird: Battlefield Percher [R] Creature, Human Monk: Monastery Swiftspear [1W] Sorcery: Swift Reckoning [3WU] Enchantment: Palliation Accord [2W] Instant: Safe Passage [5R] Instant: Fiery Fall [2R] Creature, Ogre Warrior: Shinka Gatekeeper [3WW] Creature, Kithkin Cleric: Battletide Alchemist [2W] Creature, Human Soldier: Royal Trooper [2RR] Creature, Phoenix: Akoum Firebird [U] Instant: Rescue [3WW] Instant: Soul Nova [2U] Creature, Merfolk Wizard: Merfolk Thaumaturgist [U] Enchantment, Aura: Writ of Passage [2] Artifact: Malachite Talisman [3] Artifact Creature, Gnome: Bottle Gnomes [3W] Enchantment: First Response [1G] Instant: Lammastide Weave [XBR] Sorcery: Rakdos's Return [1B] Creature, Zombie Wizard: Blood Scrivener [4] Artifact Creature, Golem: Rusting Golem [GWU] Legendary Creature, Human Cleric: Angus Mackenzie [1G] Creature, Satyr Druid: Voyaging Satyr [2U] Creature, Human Wizard: Merchant of Secrets [4W] Instant, Arcane: Charge Across the Araba [6G] Creature, Wurm: Carnage Wurm [2] Artifact: Thought Vessel [3G] Creature, Ox: Wild Ox [2B] Sorcery: Inquisition [3R] Creature, Kavu: Flametongue Kavu [U] Artifact Creature, Vedalken Wizard: Sphinx's Herald [6RR] Sorcery: Obliterate [4BR] Creature, Dragon: Swift Warkite [3G] Creature, Djinn: Erhnam Djinn [7G] Creature, Human Shaman: Gigantomancer [1U] Instant: Hubris [3] Artifact, Equipment: Barbed Battlegear [2RR] Creature, Ogre Warrior: Ogre Battledriver [3WW] Creature, Bird: Supply-Line Cranes [1UU] Creature, Metathran Soldier: Metathran Elite [2] Artifact: Mystic Compass [1G] Instant: Aggressive Urge [W] Creature, Cat: Loam Lion [1W] Enchantment, Aura: Flickerform [X2B] Sorcery: Midnight Ritual [G] Creature, Elf Druid: Llanowar Elves [U] Creature, Merfolk Rogue: Triton Shorestalker [3R] Sorcery: Craterize [2R] Sorcery: Harmless Offering [3G] Sorcery: Bee Sting [1G] Creature, Human Soldier: Veteran Cathar [2R] Instant: Incite War [2G] Creature, Elf Scout Ally: Tajuru Stalwart [2U] Creature, Homunculus: Bonded Fetch [1BB] Legendary Creature, Elf Wizard: Maralen of the Mornsong [3U] Enchantment, Aura: Dehydration [3] Artifact: Culling Scales [U] Enchantment, Aura: Backfire [1G] Creature, Hyena: Laughing Hyena [U] Creature, Spirit: Drowned Rusalka [1W] Creature, Human Soldier: Kjeldoran Outrider [2] Artifact Creature, Gnome: Copper Gnomes [3UU] Enchantment: Heightened Awareness [4BB] Sorcery: Endless Obedience [1G] Creature, Human Druid: Harvester Druid [2R/WR/W] Instant: Master Warcraft [RGW] Creature, Elf Druid: Knotvine Mystic [4W] Enchantment: Imperial Mask [1GG] Sorcery: Essence Filter [4BB] Creature, Zombie Lizard Beast: Putrid Raptor [3G] Creature, Sliver: Root Sliver [3] Artifact: Jester's Scepter [3WW] Enchantment, Aura: Spectra Ward [1W] Enchantment: Opal Gargoyle [1W] Creature, Human Cleric: Arashin Cleric [5B] Instant: Public Execution [4R] Creature, Giant: Pharagax Giant [3U] Creature, Bird Soldier: Aven Fisher [3UU] Instant: Sunder [1G] Instant: Moonlight Hunt [G] Instant: Wax [2B] Creature, Thrull: Armor Thrull [1U] Creature, Naga Shaman: Sultai Skullkeeper [XBB] Sorcery: Word of Binding [1WW] Creature, Kithkin Cleric: Order of Whiteclay [2B] Enchantment, Aura: Melancholy [6G] Creature, Wurm: Battering Wurm [1BG] Instant: Grim Contest [B] Enchantment, Aura: Torture [3W] Creature, Hound Warrior: Champion of Arashin [2] Artifact, Equipment: Ring of Evos Isle [3B] Creature, Goblin Warrior: Boggart Mob [1B] Creature, Vampire: Bloodthrone Vampire [1U] Creature, Merfolk Wizard: Ink Dissolver [2GGG] Creature, Giant: Arbor Colossus [None] Vanguard: Nekrataal Avatar [1W] Instant: Judge Unworthy [3R] Creature, Human Knight: Varchild's Crusader [1RR] Instant: Hanabi Blast [3WW] Sorcery: Purify [5GG] Instant: Hunting Pack [1G] Creature, Treefolk Shaman: Bosk Banneret [2R] Instant: Dragonrage [None] Creature, Elemental: Elemental [2W] Creature, Gargoyle: Shrieking Grotesque [2G] Creature, Goblin Warrior: Hungry Spriggan [1W] Enchantment, Aura: Ward of Piety [R] Sorcery: Raze [1U] Instant: Meddle [2B] Creature, Rat Samurai: Nezumi Ronin [None] Land: Akoum Refuge [2] Artifact: Fellwar Stone [None] Land, Plains: Mistveil Plains [2W] Enchantment Creature, Spirit: Ghostblade Eidolon [WW] Creature, Soltari Monk Cleric: Soltari Monk [2] Artifact, Equipment: Cranial Plating [3] Artifact Creature, Spirit: Horrible Hordes [2G] Creature, Wurm: Fallow Wurm [1B] Sorcery: Surging Dementia [1G] Creature, Elf Druid: Skyshroud Elf [1G] Creature, Elf Druid: Heart Warden [4] Artifact: Talon of Pain [1B] Sorcery: Disturbed Burial [2W] Instant: Make a Stand [4U] Sorcery: Allied Strategies [1U] Enchantment, Aura: Cunning [2] Artifact: Boros Signet [2BB] Creature, Zombie Knight: Western Paladin [4U/RU/R] Creature, Beast: Nucklavee [1G] Enchantment, Aura: Grounded [2BB] Enchantment: Dark Suspicions [R] Enchantment, Aura: Bloodshed Fever [1W] Creature, Human Cleric: Faith Healer [3] Artifact: Horn of Ramos [3WWW] Creature, Avatar Incarnation: Personal Incarnation [1WW] Sorcery: Dust to Dust [None] Vanguard: Dauntless Escort Avatar [3] Artifact Creature, Lizard: Weldfast Monitor [XB] Instant: Death Wind [2W] Creature, Kithkin Cleric: Kithkin Healer [1W] Enchantment: Greater Auramancy [None] Land: Cabal Pit [1G] Instant: Serene Heart [1G] Creature, Elf Archer: Elvish Archers [3BB] Sorcery: Festering March [5G] Creature, Beast: Cavern Thoctar [R] Enchantment, Aura: Prophetic Ravings [2] Artifact, Equipment: Viridian Claw [1W] Instant: Raise the Alarm [2R] Instant: Volt Charge [7U] Creature, Human Wizard: Scornful Egotist [2G/W] Creature, Elf Cleric: Oracle of Nectars [5] Artifact Creature, Golem: Basalt Golem [3RR] Sorcery: Mass Mutiny [8] Creature, Eldrazi Octopus: Elder Deep-Fiend [3G] Creature, Treefolk Warrior: Unstoppable Ash [B] Instant: Gravebind [1UU] Legendary Creature, Spirit: Jaraku the Interloper [3UU] Creature, Bird: Coveted Peacock [1] Artifact: Traveler's Amulet [4W] Creature, Human Knight: Knight-Captain of Eos [G] Enchantment: Hidden Predators [7RRR] Legendary Creature, Spirit: Myojin of Infinite Rage [4R] Creature, Human Wizard: Anarchist [5] Artifact Creature, Insect: Pestilent Souleater [2RW] Planeswalker, Nahiri: Nahiri, the Harbinger [None] Vanguard: Chronatog Avatar [1BB] Instant: Reckless Spite [2W] Instant: Pillar of Light [1GG] Enchantment, Aura: Kudzu [3R] Sorcery: Seize the Day [3W] Enchantment, Aura: Sage's Reverie [2R] Creature, Goblin Shaman: Pyrewild Shaman [1R] Creature, Goblin: Goblin Masons [3] Artifact, Equipment: Sword of Feast and Famine [4RR] Creature, Giant: Callous Giant [3UB] Creature, Sliver: Dementia Sliver [4U] Creature, Beast Mutant: Helium Squirter [None] Land: Throne of the High City [3U] Instant: Frazzle [2BB] Creature, Zombie: Zombie Mob [3R] Creature, Goblin Artificer: Krark-Clan Engineers [4U] Sorcery: Library of Lat-Nam [2B] Creature, Shade: Looming Shade [UU] Sorcery: Piracy [URG] Sorcery: Guided Passage [2WU] Artifact Creature, Bird: Esper Cormorants [2R] Legendary Creature, Human Warrior: Alesha, Who Smiles at Death [2B] Enchantment: Quagmire [1U] Instant: Compelling Deterrence [None] Plane, Mercadia: Cliffside Market [B] Instant: One with Nothing [2U] Enchantment: Douse [U] Sorcery: Reconstruction [2GG] Creature, Wombat: Rabid Wombat [2BB] Instant: Seize the Soul [1U] Creature, Human Monk: Jeskai Sage [2GU] Creature, Beast: Assault Zeppelid [1W] Instant: Dawn Charm [1U] Instant: False Memories [1B] Creature, Vampire: Child of Night [3U] Sorcery: Mouth to Mouth [2WU] Planeswalker, Narset: Narset Transcendent [4GG] Creature, Plant Elemental Beast: Carnivorous Moss-Beast [W] Instant: Indestructible Aura [B] Creature, Human Shaman: Deathgreeter [1R] Creature, Lizard: Crimson Muckwader [4GG] Creature, Hydra: Hydra Broodmaster [2G] Creature, Human Druid: Krosan Restorer [U] Creature, Eldrazi Drone: Salvage Drone [2RR] Enchantment, Aura: Barbed Field [1R] Creature, Elemental Shaman: Sunflare Shaman [1U] Creature, Drake: Seacoast Drake [2B] Creature, Sliver Spirit: Spectral Sliver [1GW] Creature, Spirit: Radiant Essence [U/RU/RU/RU/RU/R] Creature, Spirit Avatar: Dominus of Fealty [2] Artifact: Time Vault [4B] Sorcery: Unburial Rites [1RR] Sorcery: Mogg Alarm [4R] Instant: Volcanic Offering [1U] Creature, Illusion: Fathom Seer [3B] Creature, Rat: Earsplitting Rats [4B] Creature, Eye: Evil Eye of Urborg [4W] Sorcery: Death or Glory [1BB] Creature, Horror Mercenary: Rathi Intimidator [1U] Sorcery: Mana Vapors [None] Plane, Xerex: Stairs to Infinity [None] Creature, Werewolf: Branded Howler [1R] Enchantment, Aura: Fire Whip [1U] Creature, Human Rogue: Blighted Agent [2R] Instant: Rush of Blood [2W] Creature, Kor Rebel Knight: Outrider en-Kor [1R] Creature, Human Warrior: Mage-Ring Bully [3] Artifact Creature, Cleric: Auriok Replica [1UU] Creature, Human Wizard: Academy Researchers [1W] Creature, Pegasus: Mistral Charger [W] Instant: Sex Appeal [3G] Summon, Elves: Elvish Impersonators [2R] Enchantment: Torch Song [1R] Sorcery: Recoup [3UU] Creature, Elemental Minion: Tidewater Minion [1WW] Creature, Bird Soldier: Gustcloak Harrier [1GWU] Creature, Angel: Stoic Angel [None] Legendary Land: The Tabernacle at Pendrell Vale [1U] Instant: Hisoka's Defiance [3GGG] Creature, Elemental: Child of Gaea [3BB] Enchantment: Discordant Dirge [5BB] Creature, Vampire: Dusk Feaster [U] Creature, Faerie: Zephyr Sprite [4GG] Creature, Wurm: Nesting Wurm [3R] Creature, Goblin: Goblin Settler [1U] Instant: Crypsis [3GG] Creature, Insect: Giant Dustwasp [3B] Creature, Wraith: Dirtwater Wraith [2UU] Creature, Human Wizard: Archivist [5WW] Creature, Angel: Archangel of Strife [2UB] Enchantment: Breathstealer's Crypt [2WW] Enchantment, Aura: Seeker [2W] Tribal Enchantment, Rebel Aura: Bound in Silence [XU] Instant: Condescend [1GG] Creature, Insect: Killer Bees [U] Enchantment, Aura: Controlled Instincts [1U] Creature, Bird: Glint-Nest Crane [2G] Enchantment, Aura: Momentum [2B] Sorcery: Victimize [1BB] Sorcery: Syphon Life [B/GB/GB/GB/GB/G] Creature, Spirit Avatar: Deity of Scars [3R] Enchantment: Sulfuric Vapors [U] Sorcery: Artful Dodge [BBB] Enchantment: Season of the Witch [R] Enchantment: Molten Vortex [2W] Sorcery: Repentance [1BB] Creature, Specter: Needle Specter [3G] Creature, Centaur Druid: Centaur Rootcaster [4U] Creature, Human Soldier: Red Cliffs Armada [3] Artifact: Orzhov Keyrune [W] Instant: Warning [B] Creature, Eldrazi Drone: Reaver Drone [6] Artifact Creature, Golem: Arcbound Wanderer [3UB] Legendary Creature, Zombie Wizard: Dralnu, Lich Lord [1W] Instant: Puncturing Light [None] Vanguard: Stalking Tiger Avatar [2R] Creature, Goblin Assassin: Mogg Assassin [3] Artifact: Baton of Courage [W] Instant: Reward the Faithful [2WW] Creature, Boar Beast: Woolly Razorback [3BB] Sorcery: Dakmor Plague [4RR] Creature, Elemental: Tectonic Fiend [3R] Sorcery: Swirling Sandstorm [2GG] Creature, Human Shaman: Circle of Elders [2W] Enchantment: Noble Steeds [R] Creature, Dwarf: Dwarven Scorcher [4BRRG] Creature, Dragon: Hellkite Overlord [1R] Creature, Salamander: Cinder Crawler [B] Creature, Zombie: Diregraf Ghoul [BG] Enchantment: Dark Heart of the Wood [3BB] Sorcery: Monomania [W] Creature, Human Cleric: Planar Guide [3W] Creature, Angel: Angelic Protector [2B] Enchantment: Megrim [4G] Creature, Spirit: Fiddlehead Kami [2W/UW/U] Creature, Bird Spirit: Swans of Bryn Argoll [6] Artifact Creature, Golem: Spire Golem [4UU] Creature, Dragon: Mist Dragon [3RR] Creature, Yeti: Karplusan Yeti [X] Artifact: Engineered Explosives [2U] Sorcery: Counsel of the Soratami [None] Vanguard: Teysa, Orzhov Scion Avatar [U] Enchantment Creature, Siren: Hypnotic Siren [W] Creature, Cat Monk: Pride Guardian [3B] Creature, Zombie: Forsaken Drifters [1U/B] Creature, Human Rogue: Lurking Informant [2W] Instant, Trap: Pitfall Trap [2GG] Sorcery: Creeping Mold [3] Tribal Artifact, Warrior Equipment: Obsidian Battle-Axe [1BR] Creature, Ogre Warrior: Hellhole Flailer [1B] Creature, Rat: Thriving Rats [W] Enchantment, Aura: Daily Regimen [5GG] Creature, Wurm: Siege Wurm [W] Creature, Human Nomad: Tireless Tribe [3U] Sorcery: Touch of Brilliance [1U] Creature, Atog: Chronatog [4] Artifact: Horn of Deafening [G/WG/W] Enchantment, Aura: Wheel of Sun and Moon [1U] Enchantment, Aura: Psychic Venom [2R] Creature, Wolf: Feral Ridgewolf [0] Artifact, Equipment: Cathar's Shield [R] Instant: Bull Rush [4BB] Creature, Zombie: Toxic Nim [1] Artifact Creature, Construct: Bomat Courier [4R] Sorcery: Fierce Invocation [4UUU] Creature, Sphinx: Chancellor of the Spires [7] Artifact Creature, Construct: Solarion [RG] Instant: Signal the Clans [1U] Sorcery: Psychic Theft [RRRR] Sorcery: Elemental Appeal [G/W] Instant: Barkshell Blessing [1B] Creature, Zombie Frog Beast: Wretched Anurid [6G] Creature, Eldrazi Drone: Birthing Hulk [3U] Instant: Paradoxical Outcome [1U] Creature, Beast: Plaxmanta [1G] Creature, Human Monk: Budoka Gardener [1R] Creature, Goblin: Skirk Drill Sergeant [2BB] Legendary Creature, Vampire Dwarf: Irini Sengir [2R/W] Instant: Moonhold [2UU] Sorcery: Diminishing Returns [W] Creature, Human Cleric: Cathedral Sanctifier [None] Land: Sungrass Prairie [7BB] Creature, Demon: Necropolis Fiend [2B] Instant: Tribute to Hunger [2U] Enchantment: Lunar Force [3WW] Sorcery: Tragic Arrogance [XXR] Sorcery: Builder's Bane [3B] Sorcery: Bite of the Black Rose [2R] Creature, Elemental Chimera: Volatile Chimera [4B] Instant: Murderous Cut [1G] Creature, Elf Druid: Gyre Sage [R] Enchantment: Quest for Pure Flame [2W] Creature, Human Soldier: Reborn Hero [2B] Sorcery: Toil [5UU] Creature, Serpent: Tolarian Serpent [1] Artifact, Equipment: Copper Carapace [1W] Creature, Licid: Quickening Licid [None] Creature, Eldrazi Werewolf: Ulvenwald Abomination [3G] Creature, Elf: Sylvan Messenger [3B] Creature, Beast: Marsh Lurker [2W] Creature, Human Rebel: Thermal Glider [4W] Creature, Human Soldier: Kjeldoran Skycaptain [4G] Creature, Spider: Somberwald Spider [3] Artifact, Equipment: Slayer's Cleaver [3BRG] Enchantment: Dragon Appeasement [1BB] Legendary Creature, Human Samurai: Toshiro Umezawa [3WW] Enchantment: Cathars' Crusade [W] Creature, Insect: Goldenglow Moth [X2GU] Creature, Shapeshifter: Altered Ego [3BRG] Legendary Creature, Dragon: Prossh, Skyraider of Kher [B] Creature, Skeleton: Urborg Skeleton [1BB] Creature, Human Rogue: Grave Robbers [3U] Tribal Sorcery, Rogue: Notorious Throng [1B] Instant: Grave Consequences [3] Artifact: Phyrexian Totem [2WW] Creature, Human Rebel Scout: Rappelling Scouts [4R] Creature, Dwarf Berserker: Dwarven Strike Force [3R] Creature, Human Wizard: Reckless Embermage [1U] Instant: Ice [3G] Instant: Snag [3B] Sorcery: Memoricide [B] Instant: Boon of Erebos [1U] Instant: Snap [2R] Creature, Viashino Warrior: Bloodscale Prowler [None] Land: Darkslick Shores [2BB] Creature, Bird Mercenary: Pit Raptor [6] Snow Artifact Creature, Juggernaut: Phyrexian Snowcrusher [2] Artifact: Metalspinner's Puzzleknot [2GW] Creature, Bird: Bronzebeak Moa [1R] Instant: Thunderbolt [2U] Instant: Mana Short [1UU] Sorcery: Mitotic Manipulation [1RR] Legendary Creature, Dwarf Barbarian: Balthor the Stout [3] Artifact: Angel's Trumpet [4R] Creature, Human Barbarian Soldier: Barbarian General [4W] Sorcery: Three Dreams [2GG] Creature, Troll Warrior: Hunted Troll [4R] Sorcery: Cleaver Riot [4] Artifact: Sorcerer's Strongbox [1B] Enchantment, Aura: Spiteful Shadows [3W] Creature, Human Rebel Cleric: Ramosian Revivalist [2U] Creature, Jellyfish: Guard Gomazoa [None] Creature, Goblin: Goblin [1W] Creature, Kor Artificer: Stoneforge Mystic [1GG] Legendary Enchantment Artifact: Bow of Nylea [4RR] Instant, Trap: Runeflare Trap [1GG] Enchantment: Roots of Life [1W] Creature, Spirit Cleric: Selfless Spirit [2] Artifact: Steamclaw [3G] Sorcery: Formless Nurturing [2] Artifact: Crown of Convergence [3BB] Enchantment: Painful Quandary [2B] Creature, Human Rogue: Hired Torturer [2U] Sorcery: Flux [5U] Enchantment: Conjured Currency [2W] Creature, Human Soldier: Intrepid Hero [3U] Creature, Spirit: Soulsworn Spirit [R] Instant: Dwarven Song [3GG] Creature, Basilisk: Greater Basilisk [4B] Creature, Zombie: Scourge Servant [1RR] Creature, Human Warrior: Cunning Bandit [5R] Creature, Elemental: Bogardan Rager [3GG] Legendary Creature, Human Spellshaper: Jolrael, Empress of Beasts [1R] Creature, Human Shaman: Young Pyromancer [2RR] Creature, Dragon: Thunderbreak Regent [3] Snow Artifact Creature, Construct: Phyrexian Ironfoot [2G] Sorcery: Sosuke's Summons [1] Artifact Creature, Myr: Myr Servitor [2UU] Creature, Faerie Wizard: Sower of Temptation [2BR] Creature, Vampire Cleric: Bloodhall Priest [2U] Creature, Troll: Sea Troll [1G] Enchantment: Quest for Renewal [1G] Creature, Lhurgoyf: Tarmogoyf [2W] Instant: Akroma's Blessing [1U] Enchantment, Aura: Diplomatic Immunity [5] Artifact: Eon Hub [3BB] Sorcery: Gloomlance [4UU] Creature, Serpent: Deep-Sea Terror [4RR] Creature, Dragon: Pardic Dragon [BG] Creature, Human Warrior: Grim Flayer [1W] Creature, Kor Artificer Ally: Stone Haven Outfitter [1U] Creature, Merfolk Soldier: Halimar Wavewatch [4W] Enchantment: Mystic Barrier [4BB] Sorcery: Twilight's Call [None] Vanguard: Gix [2] Artifact: Spawning Pit [1R] Sorcery: Brood Birthing [3] Artifact: Kyren Toy [None] Basic Snow Land, Forest: Snow-Covered Forest [3G] Creature, Insect: Locust Swarm [U] Sorcery: Slip Through Space [G] Instant: Mutant's Prey [XUB] Sorcery: Sealed Fate [3] Artifact Creature, Snake: Coiled Tinviper [4R] Creature, Ogre Samurai Shaman: Sokenzan Spellblade [2R/W] Enchantment, Aura: Scourge of the Nobilis [4UU] Creature, Djinn: Djinn of Infinite Deceits [3B] Creature, Insect: Jagwasp Swarm [2R] Creature, Human Wizard: Prodigal Pyromancer [4] Artifact: Damping Engine [1W] Creature, Human Cleric: Disciple of Law [2G] Enchantment: Oath of the Ancient Wood [1B] Sorcery: Brain Pry [3G] Creature, Human Warrior: Briarbridge Patrol [2RG] Legendary Creature, Elf Ally: Mina and Denn, Wildborn [G] Sorcery: Prey Upon [2R] Instant: Ghostfire [1W] Creature, Human: Shu Farmer [4G] Creature, Wolf: Thornhide Wolves [2BB] Planeswalker, Liliana: Liliana of the Dark Realms [2R] Sorcery: Rupture [3R] Creature, Efreet Shaman: Atarka Efreet [None] Plane, New Phyrexia: Furnace Layer [3BB] Creature, Elf Assassin: Hunter of Eyeblights [3GG] Creature, Wurm: Arrogant Wurm [1G] Creature, Elf: Gempalm Strider [3R] Creature, Ogre: Henchfiend of Ukor [U/BU/B] Creature, Human Wizard: Dimir Guildmage [5] Artifact Creature, Golem: Epitaph Golem [5] Artifact: Storm Cauldron [GW] Legendary Creature, Kithkin Advisor: Gaddock Teeg [2GG] Creature, Giant: Swarmborn Giant [3BB] Creature, Vampire: Krovikan Vampire [4R] Creature, Human Berserker: Berserkers of Blood Ridge [B] Instant: Human Frailty [3WW] Creature, Archon: Ornitharch [3BB] Sorcery: Extortion [7] Artifact Creature, Golem: Hexplate Golem [1U] Enchantment, Aura: Ensoul Artifact [2R] Creature, Human Shaman: Cunning Sparkmage [1U] Instant: Jaded Response [1WW] Instant: Martyrdom [3R] Creature, Human Shaman: Mad Prophet [5W] Creature, Avatar: Hand of Justice [1R] Creature, Goblin: Shrieking Mogg [1W] Instant: Chain of Silence [5WW] Creature, Cat Soldier: Kemba's Legion [4UU] Creature, Serpent: Sea Monster [2G] Enchantment, Aura: Oakenform [2W] Enchantment: Spirit Cairn [1RR] Creature, Cat: Sabertooth Alley Cat [R] Creature, Goblin: Goblin Sledder [4GG] Creature, Avatar: Soul of Zendikar [4BBGG] Legendary Creature, Gorgon: Sisters of Stone Death [1] Artifact, Equipment: Peregrine Mask [3WW] Sorcery: Hallowed Burial [1R] Creature, Lizard: Pygmy Pyrosaur [2R] Creature, Gremlin: Salivating Gremlins [1G] Sorcery: Ruin in Their Wake [2R] Sorcery: Make Mischief [3WU] Legendary Creature, Merfolk Ally: Noyan Dar, Roil Shaper [None] Land: Barbarian Ring [5] Legendary Artifact: Tamiyo's Journal [1G] Instant: Repopulate [BBB] Sorcery: Doomsday [2B] Creature, Eldrazi Drone: Kozilek's Shrieker [W] Enchantment, Aura: Burden of Guilt [None] Plane, Dominaria: Llanowar [None] Land: Forsaken Sanctuary [2RR] Sorcery: Shatterstorm [R] Enchantment, Aura: Crown of Flames [1R] Creature, Elemental: Generator Servant [3GU] Sorcery: Bring to Light [1R] Creature, Goblin Warrior: Stingscourger [None] Creature, Zombie Giant: Zombie Giant [UU] Instant: Standardize [1UU] Enchantment: Cephalid Shrine [1W] Instant: Hallowed Moonlight [1U] Creature, Faerie Wizard: Ringskipper [4RR] Legendary Creature, Spirit: Patron of the Akki [0] Artifact: Delif's Cone [2R] Sorcery: Evaporate [3RR] Legendary Creature, Praetor: Urabrask the Hidden [B] Creature, Lizard Mercenary: Rampart Crawler [3UU] Enchantment, Aura: Corrupted Conscience [3GG] Creature, Ooze: Bioplasm [1BB] Instant: Cower in Fear [XRR] Sorcery: Fanning the Flames [3] Artifact Creature, Licid: Transmogrifying Licid [1UU] Creature, Vedalken Artificer: Grand Architect [None] Vanguard: Ink-Eyes, Servant of Oni Avatar [2B] Creature, Sliver: Syphon Sliver [BG] Instant: Grisly Salvage [4G] Creature, Elephant: Rabid Elephant [1G] Creature, Spider: Canopy Spider [1G] Creature, Human Druid: Dreampod Druid [U] Instant: Twiddle [2BB] Creature, Human Mercenary: Highway Robber [2W] Creature, Cat Knight: Skyhunter Prowler [2B] Creature, Snake: Zodiac Snake [5] Artifact Creature, Shapeshifter: Clone Shell [4GG] Creature, Spirit: Orbweaver Kumo [XG] Sorcery: Slime Molding [U] Creature, Faerie Rogue: Faerie Impostor [4RR] Creature, Beast: Flowstone Mauler [1U] Creature, Merfolk Rogue: Coral Trickster [1W] Enchantment, Aura: Weight of Conscience [4BB] Creature, Vampire: Vein Drinker [3B] Enchantment: Greed [4U] Creature, Elemental: Air Servant [2W] Creature, Human Soldier: Desperate Sentry [4WW] Creature, Bird Soldier: Swooping Talon [1UU] Creature, Turtle: Calcite Snapper [1B] Creature, Human Soldier: Young Wei Recruits [3U] Enchantment: Illusions of Grandeur [2UB] Sorcery: Call of the Nightwing [1B] Creature, Horror: Boneshard Slasher [1B] Creature, Eldrazi Drone: Culling Drone [1W] Instant: Aerial Maneuver [1U] Instant: Dance of the Skywise [2W] Instant: Boros Fury-Shield [2B] Creature, Orc Warrior: Merciless Executioner [None] Land: Selesnya Sanctuary [UU] Instant: Familiar's Ruse [1W] Creature, Cleric: Suture Priest [3U] Creature, Incarnation: Wonder [2UB] Artifact Creature, Human Wizard: Architects of Will [2W] Instant: Kill Shot [1] Artifact: Synod Sanctum [4BB] Instant, Trap: Nemesis Trap [2R] Creature, Devil: Sin Prodder [2U] Creature, Human Rogue: Daring Thief [1U] Sorcery: Contingency Plan [5BB] Sorcery: Ghastly Conscription [1G] Creature, Licid: Nurturing Licid [3W] Creature, Incarnation: Valor [2GG] Creature, Elf Warrior: Lys Alana Huntmaster [1BG] Creature, Plant Zombie: Shambling Shell [None] Creature, Werewolf: Gatstaf Ravagers [XU] Instant: Syncopate [4B] Creature, Zombie: Farbog Boneflinger [W] Creature, Cat: Savannah Lions [2B] Enchantment, Aura: Maggot Therapy [2W] Creature, Human Cleric Ally: Kabira Evangel [2GG] Creature, Basilisk: Serpentine Basilisk [2UURR] Legendary Creature, Dragon Wizard: Niv-Mizzet, Dracogenius [2B] Creature, Zombie: Corpse Blockade [3B] Creature, Vampire: Driver of the Dead [3] Artifact: Whetstone [3R] Sorcery: Traitorous Instinct [3WW] Creature, Angel: Avenging Angel [2BR] Enchantment: Smoldering Tar [None] Land: Coral Atoll [1UU] Enchantment, Aura: Frozen Solid [4] Artifact Creature, Masticore: Molten-Tail Masticore [3RG] Creature, Boar: Zhur-Taa Swine [4W] Creature, Human Soldier: Lowland Tracker [2] Artifact: Tawnos's Weaponry [2RR] Creature, Viashino: Viashino Sandswimmer [1B] Enchantment, Aura: Contaminated Bond [None] Creature, Eldrazi Horror: Chittering Host [3B] Creature, Nightstalker: Abyssal Nightstalker [2WW] Instant: Sivvi's Ruse [1W] Sorcery: False Dawn [1U] Enchantment, Aura: Stratus Walk [3B] Creature, Human Warrior Ally: Nimana Sell-Sword [1GGW] Instant: Advent of the Wurm [1U] Instant: Cyclonic Rift [3] Artifact Creature, Construct: Jangling Automaton [2] Artifact Creature, Construct: Eager Construct [2U] Creature, Sliver: Mnemonic Sliver [4R] Creature, Human Soldier: Renegade Troops [XXU] Sorcery: Part Water [1U] Creature, Moonfolk Wizard: Floodbringer [3G] Creature, Beast: Roaring Primadox [3G] Sorcery: Desecration Plague [5GG] Sorcery: Overwhelm [2U] Enchantment: Fleeting Memories [3BB] Legendary Creature, Demon: Ob Nixilis, the Fallen [4] Artifact, Equipment: Opaline Bracers [None] Scheme: All in Good Time [2R] Creature, Troll: Sedge Troll [2U] Creature, Merfolk Wizard: Vodalian Illusionist [3U] Sorcery: Brilliant Spectrum [G] Creature, Elf Scout: Gladecover Scout [4B] Creature, Zombie Crocodile: Kheru Dreadmaw [GU] Enchantment: Secret Plans [3U] Creature, Drake: Lumengrid Drake [4UU] Creature, Elemental: Glacial Crasher [2B] Sorcery: Coercion [None] Creature, Werewolf: Werewolf Ransacker [3W] Creature, Human Cleric Soldier: Goldnight Commander [R] Creature, Human Warrior: Godo's Irregulars [G] Creature, Human Warrior: Skarrgan Pit-Skulk [1G] Enchantment, Aura: Nylea's Presence [None] Land: Dimir Aqueduct [3R] Enchantment: Lightning Cloud [3] Artifact, Equipment: Grifter's Blade [2RR] Planeswalker, Chandra: Chandra, Torch of Defiance [1R] Creature, Goblin Artificer: Oxidda Daredevil [4RR] Creature, Dragon: Mana-Charged Dragon [R] Creature, Beast: Furnace Scamp [1U] Creature, Human: Port Inspector [U] Creature, Drake: Spindrift Drake [2] Artifact: Distorting Lens [2UU] Creature, Drake: Fighting Drake [3RW] Enchantment: Assemble the Legion [1G] Sorcery: Fork in the Road [3G/U] Creature, Elemental: Sturdy Hatchling [3G] Creature, Spider: Swift Spinner [3] Artifact Creature, Zombie: Nim Replica [1W] Creature, Human Wizard: Sighted-Caste Sorcerer [3G] Creature, Spider: Graverobber Spider [2G] Enchantment, Aura: Savage Hunger [None] Vanguard: Orcish Squatters Avatar [WW] Creature, Human Soldier Ally: Kazandu Blademaster [W] Instant: Shieldmate's Blessing [5UU] Creature, Whale: Colossal Whale [U] Creature, Naga Wizard: Sidisi's Faithful [4UU] Instant: Opportunity [2GG] Enchantment: Call of the Wild [1] Artifact: Pyrite Spellbomb [None] Artifact Land: Ancient Den [1B] Enchantment, Aura: Infernal Scarring [5GW] Legendary Creature, Elf Shaman: Emmara Tandris [None] Land: Darkwater Catacombs [5UU] Legendary Creature, Sphinx: Alhammarret, High Arbiter [4R] Sorcery: Flurry of Horns [B] Creature, Skeleton: Sanitarium Skeleton [2] Artifact Creature, Scarecrow: Field Creeper [B] Instant: Soulshriek [UU] Creature, Merfolk Soldier: Coralhelm Commander [R] Instant: Shard Volley [1U] Instant: View from Above [4RRR] Creature, Elemental: Tyrant of Discord [1W] Enchantment, Aura: Brilliant Halo [3WW] Creature, Angel: Herald of the Host [3G] Creature, Djinn: Nettletooth Djinn [G] Summon, Ogre: Ghazban Ogress [1RG] Creature, Centaur Archer: Centaur Archer [4U] Creature, Elemental Spirit: Sea Spirit [3W] Creature, Human Rebel: Ballista Squad [1GG] Creature, Human Monk: Budoka Pupil [U] Instant: Constricting Tendrils [R] Creature, Dwarf: Liberated Dwarf [4BR] Creature, Demon: Sire of Insanity [W] Creature, Human Cleric: Caregiver [2U] Creature, Spirit: Cloud Spirit [2R] Instant: Rally the Forces [3W] Enchantment: Sphere of Duty [W] Instant: Smite [2B] Enchantment, Aura: Nettling Curse [2U] Creature, Human Archer: Dawnray Archer [W] Enchantment: Defensive Formation [BB] Instant: Urge to Feed [3RR] Sorcery: Fissure Vent [2BB] Creature, Insect Shade: Perilous Shadow [B] Creature, Rat: Drainpipe Vermin [3UU] Creature, Elemental: Air Elemental [1W] Instant: Curtain of Light [2WW] Instant: Harmless Assault [2GG] Legendary Creature, Elf: Glissa Sunseeker [6] Sorcery: Gruesome Slaughter [1G] Instant: Symbiosis [1U] Creature, Human Wizard: Tolarian Entrancer [3G] Creature, Centaur Warrior: Pheres-Band Warchief [4R] Instant: Burn Away [2R] Creature, Beast: Ember Beast [2W] Creature, Human Soldier: Mine Bearer [6] Artifact: Letter Bomb [5BR] Legendary Creature, Horror: Tsabo Tavoc [2G/W] Instant: Mercy Killing [R] Instant, Arcane: Into the Fray [4WW] Sorcery: Austere Command [XRR] Sorcery: Torrent of Lava [1G] Sorcery: Nature's Lore [GG] Creature, Centaur Warrior: Swordwise Centaur [WB] Creature, Zombie Soldier Warrior: Putrid Warrior [2R] Creature, Human Artificer: Ghirapur Gearcrafter [W] Creature, Human Cleric: Soulmender [3] Artifact, Equipment: Trepanation Blade [4U] Creature, Djinn: Stormcloud Djinn [2R] Creature, Human Rogue Werewolf: Geier Reach Bandit [2B] Instant: Execute [G] Creature, Elf Warrior: Twinblade Slasher [1U] Instant: Thassa's Rebuff [B] Instant: Vampire's Bite [5U] Creature, Vedalken Knight: Isperia's Skywatch [4B] Creature, Zombie: Gluttonous Zombie [2U] Instant: Hydrolash [1W] Creature, Pegasus: Mesa Pegasus [W] Creature, Human Samurai: Devoted Retainer [G] Creature, Human Wizard: Thornscape Apprentice [4R] Creature, Elemental Shaman: Glarewielder [7] Creature, Eldrazi Processor: Ruin Processor [2W] Creature, Human Rebel: Shield Dancer [2WBG] Creature, Elephant: Ivorytusk Fortress [2R] Creature, Human Bird: Bird Maiden [1W] Enchantment: Echoes of the Kin Tree [2U] Enchantment: Words of Wind [3U] Instant: Adverse Conditions [6U] Creature, Illusion: Errant Ephemeron [1GG] Instant: Reincarnation [4GG] Legendary Creature, Avatar: Autumn Willow [2U] Creature, Human Rogue: Marang River Prowler [3W] Creature, Angel: Voice of Duty [None] Land: Halls of Mist [1G] Enchantment: Tranquil Grove [1RR] Legendary Creature, Human Shaman: Chandra, Fire of Kaladesh [2RR] Creature, Dragon: Skyship Stalker [3R] Creature, Viashino Warrior: Ghor-Clan Bloodscale [2UU] Creature, Drake: Darkslick Drake [3R] Creature, Human Soldier Berserker: Keldon Berserker [1W] Instant: Divine Offering [R] Creature, Orc: Orcish Conscripts [1R] Creature, Human Warrior: Kruin Striker [None] Plane, Ravnica: Kilnspire District [4R] Creature, Human Werewolf: Gatstaf Arsonists [2G] Instant: Consign to Dust [U] Instant: Word of Undoing [5RR] Sorcery: Serpentine Spike [3RR] Creature, Elemental Shaman: Pyroclast Consul [3W] Creature, Human Wizard: Midvast Protector [2B] Creature, Frog: Witch's Familiar [4G] Creature, Troll Shaman: Tel-Jilad Lifebreather [3U] Creature, Drake: Screeching Drake [2G] Enchantment: Howlpack Resurgence [3W] Creature, Angel: Tormented Angel [1RRW] Creature, Elemental Berserker: Flame-Kin Zealot [G/UG/UG/UG/UG/U] Creature, Spirit Avatar: Overbeing of Myth [4R/G] Enchantment, Aura: Runes of the Deus [3B] Creature, Human Rogue: Stromgald Spy [1G] Creature, Human Shaman: Rattleclaw Mystic [3RW] Creature, Minotaur Soldier: Blaze Commando [None] Land, Island Swamp: Underground Sea [3GG] Sorcery, Arcane: Feast of Worms [2U] Instant: Frantic Search [4U] Creature, Human Wizard Mutant: Warped Researcher [W] Creature, Human Soldier: Volunteer Militia [1R] Enchantment: Vessel of Volatility [2UU] Sorcery: Concentrate [1B] Creature, Spirit: Gloom Surgeon [3GG] Sorcery: Plow Under [W] Creature, Human Cleric: Angel's Herald [None] Plane, Dominaria: Otaria [1B] Enchantment, Aura: Treacherous Link [None] Land: Teetering Peaks [None] Land: Vivid Creek [XBBB] Legendary Creature, Human Wizard: Maga, Traitor to Mortals [B] Enchantment: Retribution of the Ancients [3] Artifact Creature, Scarecrow: One-Eyed Scarecrow [1GW] Enchantment: Dueling Grounds [4WU] Legendary Creature, Human Wizard: Rasputin Dreamweaver [3GW] Sorcery: Engineered Might [None] Land: Yavimaya Coast [1G] Creature, Human Advisor Werewolf: Mayor of Avabruck [2BG] Creature, Fungus: Corpsejack Menace [6] Artifact Creature, Golem: Mirror Golem [2GG] Sorcery: Invigorating Falls [2U] Creature, Zombie Horror: Stitched Mangler [4UUU] Sorcery: Blatant Thievery [3R] Creature, Minotaur Monger: Warmonger [2G] Creature, Lizard: Rootwalla [1W/B] Instant: Cauldron Haze [2U] Creature, Vedalken Soldier: Vedalken Blademaster [4R] Creature, Hydra: Ancient Hydra [5B] Creature, Bird Warrior: Sultai Scavenger [4R] Creature, Bird: Airdrop Condor [2] Artifact Creature, Myr: Myr Superion [2W] Creature, Human Scout Ally: Lantern Scout [GG] Enchantment: Powerleech [3B] Creature, Human Assassin: Abyssal Hunter [3U] Creature, Merfolk Scout: Benthic Explorers [2] Artifact Creature, Sable: Bronze Sable [2GG] Creature, Treefolk: Heartwood Treefolk [2GG] Enchantment: Splintering Wind [1G] Creature, Dryad Spellshaper: Dawnstrider [3GG] Sorcery: Overwhelming Stampede [G] Creature, Elf Warrior: Nettle Sentinel [4G] Creature, Spirit: Harbinger of Spring [2G] Creature, Plant Wall: Whip Vine [3G] Creature, Troll Warrior: Tel-Jilad Exile [2G] Creature, Human Druid: Somberwald Sage [2G] Creature, Elephant: Wild Mammoth [1B] Instant: Altar's Reap [None] Land: Maze of Shadows [W] Creature, Human Berserker: Firehoof Cavalry [2UU] Planeswalker, Jace: Jace, the Living Guildpact [W] Creature, Human Wizard: Civic Guildmage [3U] Creature, Merfolk Wizard: Fallowsage [2U] Creature, Illusion: Mistform Warchief [2W] Creature, Merfolk Wizard: Stonybrook Schoolmaster [4RR] Sorcery: Grenzo's Rebuttal [3UUB] Legendary Creature, Human Wizard: Princess Lucrezia [U] Sorcery: Broken Dam [1G] Creature, Elf Druid: Joiner Adept [10] Legendary Creature, Eldrazi: Kozilek, Butcher of Truth [U] Instant, Arcane: Reach Through Mists [None] Legendary Land: Nykthos, Shrine to Nyx [4BR] Legendary Creature, Elder Dragon: Dragonlord Kolaghan [4UUU] Creature, Fish: Island Fish Jasconius [4] Artifact: Hornet Cannon [4R] Instant: Chaotic Backlash [5W] Instant: Resupply [UB] Creature, Zombie Scout: Zombie Outlander [R] Creature, Goblin: Mons's Goblin Raiders [1B] Creature, Zombie Wizard: Yixlid Jailer [1G] Instant: Bind [2] Artifact: Ark of Blight [2G/WG/W] Enchantment: Growing Ranks [3U] Enchantment: Frozen Aether [1R] Creature, Goblin Rogue: Grotag Siege-Runner [1U] Instant: Second Guess [2BB] Instant: Psychotic Haze [2U] Sorcery: Theft of Dreams [1R] Enchantment, Aura: Fractured Loyalty [R/WG] Creature, Elf Rogue: Naya Hushblade [B] Creature, Vampire Rogue: Pulse Tracker [2] Artifact, Equipment: Livewire Lash [2] Artifact Creature, Construct: Spincrusher [1R] Enchantment, Aura: Custody Battle [3R] Creature, Hound: Scrapyard Mongrel [2U] Instant: Repulse [2UB] Legendary Creature, Human Wizard: Gisa and Geralf [6RR] Creature, Avatar: Avatar of Fury [3W] Instant: Ray of Distortion [2GG] Creature, Elemental: Seed Guardian [2R] Enchantment: Electropotence [2GG] Creature, Hydra: Bristling Hydra [None] Land: Bazaar of Baghdad [2B] Creature, Vampire Shaman: Bloodrite Invoker [2G] Instant: Serpent's Gift [4R] Instant: Melee [2WW] Sorcery: Divine Reckoning [4B] Legendary Creature, Human Wizard: Endrek Sahr, Master Breeder [2RR] Creature, Kavu: Bloodfire Kavu [1GG] Enchantment: Nantuko Shrine [2G] Creature, Elf Shaman: Yeva's Forcemage [3U] Creature, Human Pirate: Talas Air Ship [2G] Creature, Plant: Snapping Creeper [W] Enchantment, Aura: Consecrate Land [2B] Sorcery: Death's Duet [UU] Instant: Redirect [3G] Enchantment: Vernal Equinox [3WW] Creature, Bird: Wingmate Roc [2U] Sorcery: Probe [5R] Creature, Beast: Bloodstoke Howler [W] Instant: Swift Justice [BBB] Enchantment: Necropotence [5W] Creature, Human Cleric Soldier: Noble Templar [3G] Sorcery: Verdant Crescendo [2B] Sorcery: Resounding Scream [6GG] Creature, Elephant: Terastodon [2UB] Sorcery: Barrin's Spite [B] Creature, Spirit: Tormented Soul [1W] Enchantment, Aura: Lunarch Mantle [4] Artifact: Alchor's Tomb [B] Creature, Human Warrior: Mardu Shadowspear [1B] Instant: Rush of Vitality [None] Land: Timberline Ridge [W] Enchantment, Aura: Lance [2] Artifact, Equipment: Stormrider Rig [8B] Creature, Zombie: Sibsig Muckdraggers [2UU] Creature, Human Wizard: Coastal Wizard [2U] Creature, Nightmare Drake: Wormfang Drake [1G] Instant: Setessan Tactics [4GG] Sorcery: Revenge of the Hunted [1G] Sorcery: Mulch [3G] Creature, Cat: Springing Tiger [3W] Creature, Human Artificer: Master Splicer [3WW] Sorcery: Fumigate [None] Vanguard: Akroma, Angel of Wrath Avatar [WW] Creature, Human Knight: Veteran Cavalier [1G] Sorcery: Canopy Surge [1RG] Artifact: Firewild Borderpost [3W] Creature, Rhino Monk: Rhox Meditant [1BG] Sorcery: Maelstrom Pulse [1R] Instant, Arcane: First Volley [None] Creature, Human Cleric: Westvale Cult Leader [2GW] Legendary Creature, Human Cleric: Kei Takahashi [2R] Sorcery: Arc Lightning [2R] Creature, Ooze: Earthen Goo [2W] Creature, Human Knight: Benalish Knight [6] Artifact: Book of Rass [1BB] Creature, Ogre Warrior: Skull Collector [None] Legendary Land: Gemstone Caverns [4] Artifact: Emmessi Tome [3] Artifact: Chimeric Sphere [3B] Creature, Aetherborn Warrior: Prakhata Club Security [W/BW/B] Creature, Human Wizard: Orzhov Guildmage [3W] Instant: Chastise [1UR] Sorcery: Stitch in Time [2BB] Enchantment, Aura: Cursed Land [1U] Instant: Send to Sleep [X1RR] Sorcery: Goblin Offensive [1U] Sorcery: Foresight [3W] Instant: Resounding Silence [2W] Creature, Human Soldier: Shu Grain Caravan [1B] Enchantment: Grave Peril [None] Legendary Creature, Angel: Avacyn, the Purifier [2W] Creature, Sliver: Steelform Sliver [W] Creature, Spirit: Lantern Kami [1W] Creature, Kithkin Rogue: Mistmeadow Skulk [2W] Creature, Bird Soldier: Aven Trailblazer [2UU] Enchantment: Land Equilibrium [1W] Creature, Wall: Shimmering Barrier [2U] Creature, Sliver: Shadow Sliver [R] Enchantment, Aura: Furor of the Bitten [1W] Creature, Human Advisor: Traveling Philosopher [B] Creature, Spirit: Plagued Rusalka [4WW] Sorcery: Akroma's Vengeance [5GG] Creature, Elephant Warrior: Woolly Loxodon [3U] Creature, Moonfolk Wizard: Soratami Mirror-Mage [G] Creature, Rabbit: Zodiac Rabbit [3] Artifact: Thran Forge [2R] Creature, Cat: Raging Cougar [BB] Enchantment, Aura: Insubordination [4] Artifact: Acorn Catapult [3BR] Creature, Hound: Underworld Cerberus [2G] Creature, Treefolk Druid: Tilling Treefolk [1W] Enchantment: Rune of Protection: Lands [4R] Enchantment: Heretic's Punishment [2WW] Creature, Angel: Voice of All [W] Instant: Swords to Plowshares [1G] Creature, Human Druid Ally: Harabaz Druid [2W] Creature, Human Cleric: Dawning Purist [1R] Instant: Stun [3U/RB] Sorcery: Slave of Bolas [2] Artifact Creature, Myr: Perilous Myr [3U] Enchantment: Dreams of the Dead [BG] Creature, Zombie Leech: Putrid Leech [3RR] Sorcery: Devastate [1W] Enchantment: Mastery of the Unseen [2GW] Enchantment: Nature's Blessing [3W/U] Instant: Aethertow [3U] Creature, Drake: Torch Drake [2G] Creature, Spirit: Ghost-Lit Nourisher [B] Sorcery: Mire's Toll [5] Legendary Artifact: Ugin's Nexus [2W] Creature, Human Soldier: Veteran Swordsmith [2U] Enchantment, Aura: Errant Minion [W] Instant: Strip Bare [3B] Creature, Bird Shaman: Vulturous Aven [U] Sorcery: Serum Visions [2G] Enchantment, Aura Curse: Curse of Predation [G] Enchantment: Hidden Gibbons [3] Artifact: Chimeric Idol [1] Artifact Creature, Dreadnought: Phyrexian Dreadnought [None] Land: An-Havva Township [2U] Enchantment: Undertow [2W] Instant: Yare [4] Artifact: Skullmead Cauldron [5R] Creature, Cat Beast: Chartooth Cougar [3WW] Legendary Creature, Human Soldier: Liu Bei, Lord of Shu [1W] Creature, Spirit: Kami of Ancient Law [1W] Instant: Shield Wall [None] Land: Orzhov Basilica [XR] Sorcery: Scorched Earth [3RR] Creature, Goblin Assassin: Goblin Assassin [4U] Instant: Intellectual Offering [2W] Creature, Human Cleric: Stern Judge [1W] Enchantment: Angelic Renewal [6U] Enchantment: Dismiss into Dream [4G/UG/UG/U] Sorcery: Biomantic Mastery [None] Artifact Creature, Gargoyle Horror: Stonewing Antagonizer [UU] Sorcery: Forget [1B] Creature, Wall: Wall of Souls [4G] Enchantment, Aura: Vastwood Zendikon [4U] Creature, Merfolk Wizard Ally: Sea Gate Loremaster [2GG] Instant: Trailblazer [3] Artifact Creature, Golem: Steel Golem [R] Sorcery: Winds of Change [BB] Enchantment: Leshrac's Sigil [3B] Creature, Orc Archer: Orc Sureshot [5W] Creature, Rhino Soldier: Mirror-Sigil Sergeant [3B] Instant: Instill Infection [UR] Instant: Leap of Flame [1RG] Creature, Human Warrior: Relentless Hunter [3R] Enchantment: Stand or Fall [1GG] Legendary Creature, Elf Scout: Selvala, Heart of the Wilds [2B] Creature, Human: Village Cannibals [3G] Creature, Human Druid: Karametra's Acolyte [1R] Instant: Magma Jet [3G] Sorcery: Dubious Challenge [2GG] Sorcery: Rolling Spoil [1] Artifact: Darkwater Egg [5UU] Creature, Nightmare Fish Beast: Wormfang Manta [G] Creature, Faerie: Aisling Leprechaun [3R] Creature, Goblin Shaman: Tar Pitcher [3B] Creature, Bat: Bloodhunter Bat [3W] Enchantment: Endless Horizons [None] Artifact Land: Tree of Tales [None] Creature, Werewolf: Werewolf of Ancient Hunger [1G] Enchantment: Saproling Cluster [3U] Creature, Bird: Rainbow Crow [4B] Creature, Zombie Hound: Hound of the Farbogs [None] Land: Mountain Valley [1U] Enchantment: Military Intelligence [1U] Instant: Quickchange [5G] Sorcery: Nissa's Renewal [3] Artifact Creature, Elf: Elf Replica [None] Land: Vesuva [1U] Creature, Drake: Gilded Drake [2W] Creature, Human Knight: Attended Knight [2WW] Enchantment: Reverence [1R] Instant: Harnessed Lightning [3] Artifact: Gallows at Willow Hill [1W] Creature, Human Monk: Soulfire Grand Master [5UU] Enchantment: Mind's Dilation [G] Instant: Hunger of the Howlpack [2WW] Enchantment: Field of Souls [3W] Creature, Human Soldier: Eiganjo Free-Riders [2U] Instant: Forbidden Alchemy [XX] Artifact: Chalice of the Void [3WW] Planeswalker, Nahiri: Nahiri, the Lithomancer [4RR] Sorcery: Liquid Fire [XXU] Sorcery: Recall [1R] Instant: Uncanny Speed [WU] Instant: Azorius Charm [1UU] Instant: Stoic Rebuttal [2G] Enchantment: Fyndhorn Pollen [B] Instant: Vile Rebirth [None] Land: Molten Slagheap [1R] Creature, Goblin: Goblin War Buggy [1R] Creature, Human Wizard: Sparkmage Apprentice [1G] Instant: Muscle Burst [4GGG] Creature, Beast: Plated Crusher [1G] Enchantment: Invigorating Boon [4W] Creature, Human Soldier: Conclave Phalanx [WB] Creature, Human Advisor: Cartel Aristocrat [2WW] Enchantment: Ivory Mask [2G] Creature, Faerie: Faerie Noble [1GG] Creature, Wolf Warrior: Wolfir Avenger [7R] Creature, Giant: Bearer of the Heavens [5WW] Legendary Creature, Spirit: Yomiji, Who Bars the Way [3W] Creature, Spirit: Aurora Eidolon [None] Land: Vivid Crag [2G] Enchantment, Aura: Boar Umbra [1G] Creature, Spirit: Shinen of Life's Roar [WWW] Enchantment: Jihad [5G] Creature, Cat Warrior: Arctic Nishoba [2RR] Creature, Goblin: Grenzo's Ruffians [None] Land: Soaring Seacliff [XR] Sorcery: Red Sun's Zenith [1W] Creature, Human Rebel: Ramosian Lieutenant [1W/U] Creature, Kithkin Wizard: Somnomancer [2] Artifact: Isochron Scepter [1W] Creature, Pegasus: Concordia Pegasus [1U] Instant: Mage's Guile [4BB] Sorcery: Kiss of Death [3U] Instant: Spellshift [1WW] Creature, Human Druid: Mesa Enchantress [1B] Creature, Horror: Flesh Reaver [2RR] Creature, Devil: Hellrider [XU] Instant: Repeal [3W] Enchantment: Kismet [2W] Creature, Hound: Affa Guard Hound [3G] Enchantment: Earth Surge [3BB] Legendary Creature, Demon Spirit: Kagemaro, First to Suffer [2] Artifact: Rishadan Pawnshop [5GG] Creature, Beast: Kalonian Behemoth [4BB] Enchantment, Aura: Enslave [R/WR/W] Creature, Human Wizard: Boros Guildmage [1R] Creature, Dwarf: Pardic Miner [2B] Creature, Vampire Rogue: Vampire Aristocrat [3B] Creature, Horror: Ichorid [4UU] Creature, Serpent: Deep-Sea Serpent [BB] Creature, Insect Shade: Nantuko Shade [3U] Legendary Creature, Human Wizard: Jalira, Master Polymorphist [8CC] Legendary Creature, Eldrazi: Kozilek, the Great Distortion [4BB] Sorcery: Ever After [2UU] Creature, Faerie Soldier: Fencer Clique [1W] Instant: Abeyance [2R] Creature, Human Shaman: Stoneshaker Shaman [2GG] Instant: Slice in Twain [3] Artifact: Tooth of Ramos [2R] Creature, Elemental Spirit: Bogardan Firefiend [4] Artifact: Green Mana Battery [2BBRR] Legendary Creature, Kobold: Rohgahh of Kher Keep [1RR] Sorcery: Exquisite Firecraft [None] Land: Wooded Foothills [3U] Creature, Human Wizard: Aphetto Runecaster [6U] Creature, Bird Beast: Primoc Escapee [None] Land, Swamp Mountain: Smoldering Marsh [R] Tribal Instant, Goblin: Tarfire [3U] Creature, Vedalken Artificer: Nimble Innovator [B] Creature, Eldrazi Drone: Sludge Crawler [3W] Creature, Human Monk: Student of Ojutai [1B] Enchantment, Aura: Skeletal Grimace [X1B] Sorcery: Drain Life [None] Land: Foul Orchard [4R] Creature, Ogre Shaman: Deathforge Shaman [1GG] Creature, Lizard: Golgari Brownscale [W] Enchantment, Aura: Ephara's Radiance [3U] Creature, Serpent: Dreamwinder [GG] Creature, Avatar: Avatar of the Resolute [G/W] Legendary Creature, Elf Warrior: Rhys the Redeemed [3W] Creature, Kirin: Alabaster Kirin [1W] Instant: Graceful Reprieve [5R] Sorcery: Hellion Eruption [2U] Creature, Elemental: Cloud Elemental [2G] Creature, Cat: Trained Cheetah [1GW] Creature, Elf Soldier Ally: Joraga Auxiliary [3U] Creature, Human Pirate: Kukemssa Pirates [1] Artifact Creature, Golem: Straw Golem [1UU] Artifact: Scepter of Insight [WU] Enchantment: Angelic Shield [WW] Instant: Rally [2G] Creature, Sliver: Horned Sliver [5W] Creature, Human Cleric Soldier: Grassland Crusader [5] Artifact Creature, Thopter: Thopter Squadron [3W] Sorcery: Path of Peace [3] Artifact: Sands of Delirium [5U] Creature, Serpent: Sea Serpent [1UUR] Instant: Suffocating Blast [XU] Instant: Ertai's Meddling [3GG] Creature, Beast: Beacon Behemoth [3U] Creature, Squid Beast: Gulf Squid [1R] Instant: Sudden Shock [3B] Creature, Eldrazi Drone: Havoc Sower [4] Artifact: Gauntlet of Might [G] Creature, Fungus: Thallid [1WW] Creature, Elemental Spirit: Thunder Spirit [1G] Creature, Human Druid: Citanul Druid [U] Sorcery: Void Snare [4GG] Creature, Elemental Warrior: Root-Kin Ally [B] Creature, Worm: Insidious Bookworms [3W] Creature, Griffin: Daraja Griffin [1G/U] Enchantment, Aura: Favor of the Overbeing [1G] Creature, Snake: River Boa [4B] Sorcery: Final Revels [None] Vanguard: Xantcha [GG] Enchantment: Thelon's Curse [G] Creature, Fungus: Tukatongue Thallid [2R] Creature, Wolf: Brazen Wolves [None] Land: Flooded Strand [1W] Enchantment: Sanctimony [1BG] Enchantment: Pernicious Deed [W] Creature, Human Knight: Student of Warfare [4] Artifact: Snake Basket [5UU] Creature, Sphinx: Windreader Sphinx [2G] Instant: Unnatural Aggression [WWW] Enchantment: Opal Guardian [WW] Creature, Human Cleric: True Believer [1B] Creature, Skeleton Wizard: Augur of Skulls [3BB] Sorcery: Sever Soul [3B] Sorcery: Dread Charge [4RGGW] Creature, Beast: Godsire [1BB] Creature, Horror: Timmerian Fiends [None] Vanguard: Ashling the Pilgrim Avatar [2B] Creature, Nightmare Horror: Faceless Devourer [2GW] Creature, Troll: Charging Troll [4BB] Creature, Horror: Dark Hatchling [XUB] Sorcery: Psychic Drain [2WW] Creature, Human Knight: Moorish Cavalry [4BR] Creature, Elemental: Igneous Pouncer [1G] Instant: Moment's Peace [4R] Sorcery: Burning Fields [6W] Creature, Human Soldier: Crowd Favorites [2GG] Creature, Goblin Shaman: Swirling Spriggan [3BB] Sorcery: Caress of Phyrexia [3R] Sorcery: Wild Swing [2W] Instant: Bar the Door [4] Artifact: Trigon of Infestation [None] Creature, Vampire: Lord of Lineage [UU] Enchantment: Lifetap [1] Artifact, Equipment: Trusty Machete [2BB] Creature, Shade: Crypt Ripper [4BR] Sorcery: Entering [2B] Creature, Zombie Wizard: Sedraxis Alchemist [3W] Enchantment: Remembrance [1W] Creature, Human Soldier: Fencing Ace [2U] Creature, Human Spellshaper: Stronghold Biologist [2] Artifact, Equipment: No-Dachi [3W] Creature, Griffin: Spotted Griffin [1BB] Instant, Arcane: Horobi's Whisper [2W] Instant: Eightfold Maze [3RR] Instant: Omen of Fire [3G] Creature, Human Druid: Zoologist [W/BU] Artifact: Thopter Foundry [XBB] Sorcery: Profane Command [2RR] Creature, Giant: Highland Giant [1G] Enchantment: Ground Seal [2] Artifact: Defense Grid [R] Creature, Human Rogue Werewolf: Reckless Waif [3BB] Creature, Horror: Skittering Monstrosity [4G] Tribal Instant, Treefolk: Reach of Branches [2U] Creature, Human Wizard: Treasure Mage [XR] Sorcery: Fireball [2] Artifact: Pearl Medallion [None] Land: Sejiri Steppe [None] Scheme: I Call on the Ancient Magics [3U] Creature, Djinn Wizard: Mistfire Weaver [2WW] Creature, Human Cleric: Wojek Apothecary [4WW] Legendary Creature, Spirit: Patron of the Kitsune [3] Artifact: Astrolabe [W] Sorcery: Peach Garden Oath [None] Land: Sunken Ruins [2R] Creature, Lizard: Shivan Raptor [4GG] Creature, Wurm: Craw Wurm [2] Artifact: Chaos Orb [4GG] Enchantment: Mana Reflection [4RG] Creature, Wurm: Ruination Wurm [BB] Instant: Victim of Night [U] Creature, Human Wizard: Timebender [None] Land: Blackcleave Cliffs [2BB] Sorcery: Vigor Mortis [None] Land: Secluded Steppe [BR] Creature, Goblin: Marsh Goblins [5] Artifact: Bargaining Table [2G] Creature, Basilisk: Lowland Basilisk [None] Legendary Land: Untaidake, the Cloud Keeper [1RR] Legendary Creature, Human Artificer: Feldon of the Third Path [2G] Creature, Elf Druid: Elvish Harbinger [2G] Creature, Human Cleric Druid: Thelonite Druid [3W] Creature, Human Soldier: Shu Elite Infantry [2RR] Enchantment: Impulsive Maneuvers [1W] Creature, Human Soldier Archer: Crossbow Infantry [4U] Creature, Vedalken Wizard: Crystal Seer [1U] Enchantment: Ongoing Investigation [4UU] Creature, Human Advisor Mutant: Novijen Sages [R] Creature, Goblin Rogue: Goblin Spy [1G] Sorcery: Toil to Renown [1] Artifact, Equipment: Gorgon's Head [4W] Instant: Enduring Victory [3R] Enchantment: Chaos Moon [None] Land: Crumbling Vestige [3G] Creature, Elf Warrior: Tel-Jilad Outrider [5U/RU/R] Sorcery: Call the Skybreaker [2U] Creature, Licid: Gliding Licid [2B] World Enchantment: Forsaken Wastes [G] Instant: Natural Selection [3] Artifact: Leonin Bladetrap [None] Vanguard: Stuffy Doll Avatar [1GU] Creature, Frog Mutant: Plaxcaster Frogling [None] Legendary Land: Academy Ruins [2GG] Creature, Treefolk Warrior: Cloudcrown Oak [1B] Enchantment, Aura: Seizures [2BBB] Creature, Demon: Halo Hunter [3B] Creature, Zombie Minion: Reclusive Wight [3B] Creature, Sliver: Toxin Sliver [None] Land: Lantern-Lit Graveyard [2UUBBRR] Legendary Creature, Elder Dragon: Nicol Bolas [1G] Enchantment: Oath of Druids [1] Artifact, Equipment: Avacyn's Collar [1W] Creature, Kor Cleric Ally: Ondu Cleric [1U/BU/B] Creature, Shapeshifter: Cemetery Puca [6UU] Creature, Shapeshifter: Greater Morphling [5] Artifact Creature, Construct: Lurking Automaton [XGGG] Creature, Hydra: Lifeblood Hydra [2B] Creature, Thrull Wizard: Thrull Wizard [None] Land: Prahv, Spires of Order [3U] Creature, Elemental: Nevermaker [2B] Instant: Breach [8R] Instant: Searing Wind [2WU] Instant: Reviving Vapors [4UU] Creature, Serpent: Harbor Serpent [2] Artifact: Galvanic Key [1W] Creature, Human Cleric: War Priest of Thune [3R] Creature, Insect: Firefly [None] Land: Mirrodin's Core [1G] Enchantment: Ooze Garden [2] Artifact: Graveyard Shovel [None] Land: Land Cap [4R] Creature, Eldrazi: Barrage Tyrant [2U] Creature, Human Wizard: Musician [U/RU/R] Creature, Human Wizard: Izzet Guildmage [3R] Sorcery: Thunder of Hooves [4GUB] Creature, Fungus Beast: Fungal Shambler [3WW] Instant: Jabari's Influence [W] Creature, Human Soldier Ally: Hada Freeblade [WU] Creature, Sliver: Crystalline Sliver [2RR] Creature, Dragon: Avaricious Dragon [4B] Creature, Spirit: Scuttling Death [3W] Instant: Tenacity [3W] Creature, Human Monk: Lotus-Eye Mystics [2G] Creature, Insect: Caustic Wasps [3G] Creature, Treefolk: Treefolk Mystic [5U/RU/R] Creature, Djinn: Djinn Illuminatus [4W] Creature, Human Soldier: Stormfront Riders [1R] Creature, Kavu: Thunderscape Familiar [2GGGG] Enchantment: Hidden Path [3] Artifact: Evolution Vat [1U] Instant: Horribly Awry [3U] Creature, Spirit Bird: Moon Heron [None] Land: Westvale Abbey [3R/PR/P] Instant: Act of Aggression [2RG] Enchantment: Gruul War Chant [1GG] Creature, Fungus: Thorn Thallid [2B] Tribal Enchantment, Faerie: Faerie Tauntings [1RW] Creature, Human Soldier: Iroas's Champion [None] Basic Land, Swamp: Swamp [3W] Instant: Recuperate [3WW] Sorcery: End Hostilities [2R] Instant: Arcbond [2GG] Creature, Spirit: Liege of the Hollows [3WW] Creature, Spirit: Spiritual Guardian [3BB] Enchantment: Conspiracy [4GG] Enchantment: Dual Nature [3U] Creature, Bird Wizard: Sage Aven [4GGG] Creature, Ape: Gargantuan Gorilla [2R] Creature, Human Barbarian: Barbarian Guides [1G] Enchantment: Cream of the Crop [B] Instant: Wring Flesh [4GG] Enchantment: Wild Pair [W] Creature, Human Spellshaper: Charm Peddler [1W] Enchantment: Blind Obedience [2WU] Enchantment: Glaciers [BR] Creature, Goblin Warrior: Spike Jester [7] Artifact Creature, Construct: Razorfield Thresher [5] Artifact: Jester's Mask [4R] Creature, Human Warrior: Zealous Conscripts [1R] Sorcery: Armed [5WU] Creature, Angel: Iridescent Angel [5G] Creature, Beast: Glowering Rogon [10] Artifact Creature, Beast: Stratadon [WW] Creature, Human Samurai: Hand of Honor [2U] Enchantment, Aura: Ophidian Eye [GG] Enchantment: Freyalise's Charm [2B] Creature, Zombie: Walking Desecration [2W] Creature, Elf Archer: Keen-Eyed Archers [2U] Instant: Command of Unsummoning [2R] Enchantment: Widespread Panic [2R] Enchantment: Rivalry [1W] Creature, Horse: Hipparion [None] Creature, Spirit: Unimpeded Trespasser [4B] Creature, Zombie Wizard: Corpse Connoisseur [6] Artifact Creature, Construct: Street Sweeper [3RR] Creature, Human Warrior: Gathan Raiders [6] Artifact: Amulet of Quoz [2G] Creature, Ape: Simian Grunts [R] Creature, Goblin Shaman: Intimidator Initiate [4U] Creature, Serpent: Floodtide Serpent [5UUUU] Creature, Leviathan: Leviathan [2B] Creature, Zombie: Nim Abomination [3RR] Creature, Spirit: Soul of Magma [2G] Creature, Human Druid: Avenging Druid [3R] Creature, Human Nomad: Avalanche Riders [3] Artifact: Coral Helm [1U] Instant: Framed! [1G] Instant: Sylvan Might [2U] Creature, Beeble: Bursting Beebles [3] Artifact: Azorius Cluestone [3W] Creature, Human Soldier: Foriysian Brigade [6] Artifact Creature, Shapeshifter: Shapeshifter [2W] Creature, Human Cleric: Pilgrim of Virtue [2WU] Creature, Vedalken Wizard: Ascended Lawmage [1U] Creature, Human Wizard: Manic Scribe [None] Land, Mountain Forest: Taiga [None] Land: Radiant Fountain [3U] Sorcery: Into the Void [1GGW] Creature, Fungus: Mycoid Shepherd [2U] Instant: Exclude [2WW] Creature, Human Soldier: Standing Army [4GG] Sorcery: Seasons Past [1] Artifact: Mana Cylix [3U] Instant, Arcane: Shifting Borders [R] Instant: Vertigo [5W] Creature, Beast: War Behemoth [4W] Instant: Take Up Arms [3G] Enchantment: Upwelling [1RR] Creature, Lizard: Lava Runner [1R] Creature, Elemental Shaman: Soulbright Flamekin [2G] Enchantment: Lifegift [4BB] Legendary Creature, Vampire: Ascendant Evincar [2U] Sorcery: Forced Retreat [1B] Creature, Human Warrior: Embraal Bruiser [1W] Creature, Human Wizard: Oracle en-Vec [4B/GB/GB/G] Creature, Elemental: Doomgape [3G] Creature, Centaur Archer: Krosan Archer [3GG] Creature, Elf Artificer: Cultivator of Blades [2U] Instant: Deliver [2W] Enchantment, Aura: Ritual of Steel [3UU] Sorcery: Pore Over the Pages [4G] Creature, Elemental: Bramble Creeper [1R] Sorcery: Cathartic Reunion [5UR] Instant: Firemind's Foresight [XBB] Sorcery: Exsanguinate [3] Artifact: Izzet Cluestone [1B] Creature, Zombie Rat: Gutter Skulk [4U] Creature, Elemental: Whimwader [4UU] Sorcery: Crush of Tentacles [4R] Sorcery: Epicenter [1UU] Enchantment, Aura: Domineer [B] Creature, Faerie Rogue: Nightshade Stinger [G] Enchantment, Aura: Dryad's Favor [1G] Creature, Troll: Undercity Troll [R] Enchantment: Seal of Fire [1W] Creature, Human Advisor: Aysen Bureaucrats [3RR] Instant: Savage Beating [G] Instant: Groundswell [3U] Creature, Spirit: Tower Geist [U] Instant: Remove [GG] Creature, Elf: Multani's Acolyte [4W] Creature, Bird Soldier: Gustcloak Savior [2U] Creature, Elemental: Updraft Elemental [2B] Creature, Zombie Gamer: Zombie Fanboy [3WW] Instant: Endure [1W] Creature, Human Samurai: Konda's Hatamoto [3U] Sorcery: Dreadwaters [1G] Creature, Wurm: Tempting Wurm [BGG] Legendary Creature, Zombie Elf: Glissa, the Traitor [1R] Instant: Shrapnel Blast [4UU] Creature, Sphinx: Cerulean Sphinx [2GG] Creature, Elf Shaman: Masked Admirers [B] Enchantment, Aura: Vampiric Link [1B] Sorcery: Hunger of the Nim [6GG] Enchantment Creature, Boar: Archetype of Endurance [2W] Creature, Human Soldier Ally: Affa Protector [2G] Creature, Human Archer: Reverent Hunter [1GU] Creature, Beast: Trygon Predator [2G/W] Enchantment, Aura: Shield of the Oversoul [1B] Sorcery: Exhume [2GG] Creature, Troll Giant: Skyshroud Troll [1] Artifact: Brittle Effigy [4B] Creature, Human Soldier: Wei Elite Companions [2RR] Creature, Human Barbarian: Pardic Arsonist [1WW] Creature, Human Rebel Knight: Riftmarked Knight [3] Artifact Creature, Construct: Trespassing Souleater [3] Artifact Creature, Golem: Battered Golem [4GG] Creature, Elemental Horror: Vorstclaw [GW] Instant: Eladamri's Call [2] Artifact: Excavator [3B] Enchantment: Mortuary [1GG] Creature, Dryad: Yavimaya Dryad [4] Artifact: Twinning Glass [None] Land: Abandoned Outpost [1WU] Creature, Gargoyle: Leering Gargoyle [1RR] Sorcery: Slagstorm [2] Artifact: Ichor Wellspring [2U] Sorcery: Vacuumelt [2G] Instant: Spidery Grasp [1G] Enchantment, Aura: Aspect of Mongoose [2B] Tribal Instant, Elf: Eyeblight's Ending [4] Artifact Creature, Elemental: Rust Elemental [5] Artifact Creature, Scarecrow: Scarecrow [2W/U] Creature, Kithkin Soldier Wizard: Thistledown Duo [2W] Artifact: Marble Chalice [1U] Enchantment, Aura: Soar [1W] Enchantment, Aura: Darksteel Mutation [2] Artifact: Glint Hawk Idol [1] Artifact: Squee's Toy [2R] Creature, Goblin Warrior: Goblin Chariot [2WB] Enchantment: Purgatory [4BBBB] Creature, Demon: Reiver Demon [4U] Creature, Human Pirate: Armored Galleon [2] Artifact: Essence Bottle [2WW] Legendary Creature, Angel Horror: Gisela, the Broken Blade [4U] Creature, Moonfolk Wizard: Soratami Seer [5G] Creature, Ape: Hooting Mandrills [3] Artifact: Phyrexian Altar [2R] Instant: Lunge [2UU] Enchantment, Aura: Mystic Restraints [U] Instant: Kiora's Dismissal [1U] Creature, Human Rogue: Lore Broker [None] Land: Caves of Koilos [1W] Creature, Cat Rebel: Blade of the Sixth Pride [2B/RB/R] Sorcery: Poison the Well [1UU] Creature, Bird Wizard: Fleeting Aven [G] Creature, Elf Berserker: Elvish Berserker [1WU] Artifact Creature, Vedalken Wizard: Ethersworn Shieldmage [None] Land: Maze of Ith [5] Artifact Creature, Beast: Soldevi Steam Beast [2] Artifact: Dragon's Claw [2W] Instant: Battle Cry [8BBGG] Legendary Creature, Spirit: Iname as One [2R] Creature, Human Wizard: Mage il-Vec [1G] Creature, Insect: Ironshell Beetle [5G] Creature, Wurm: Barbtooth Wurm [R] Creature, Goblin Warrior: Goblin Fireslinger [2W] Enchantment, Aura: Guardian's Magemark [1] Artifact: The Rack [R] Instant: Searing Touch [3] Artifact Creature, Golem: Guardians of Meletis [R] Instant: Desperate Gambit [3BB] Creature, Vampire: Sengir Vampire [4B] Creature, Nightmare Horror: Soul Scourge [G] Enchantment: Eladamri's Vineyard [2U] Instant: Thirst for Knowledge [B] Enchantment Creature, Minotaur: Gnarled Scarhide [2] Artifact Creature, Spellshaper: Toymaker [1G] Enchantment, Aura: Fertile Ground [1R] Instant: Pyromatics [3] Artifact: Staff of the Flame Magus [3G] Sorcery: Shard Convergence [1B] Creature, Nightmare Horror: Mesmeric Fiend [1W] Enchantment: Shared Triumph [1U] Enchantment, Aura: Agoraphobia [1W] Instant: Gilded Light [3] Artifact: Sarpadian Empires, Vol. VII [1G] Sorcery: Time of Need [XG] Instant: Choking Vines [1U] Enchantment: Hatching Plans [G] Sorcery: Irresistible Prey [5U] Creature, Zombie Giant: Skaab Goliath [1WB] Instant: Harsh Sustenance [1UU] Legendary Creature, Faerie Wizard: Vendilion Clique [None] Legendary Land: Eiganjo Castle [1U] Instant: Teferi's Response [1] Artifact Creature, Wall: Steel Wall [2W] Creature, Spirit: Noble Vestige [2G] Creature, Elf Scout: Wood Elves [None] Land, Locus: Cloudpost [W] Creature, Camel: Tasseled Dromedary [5RR] Creature, Dragon: Tyrant's Familiar [2WWUU] Legendary Creature, Sphinx: Isperia, Supreme Judge [2U] Creature, Human Wizard: Terraformer [XW] Instant: Secure the Wastes [2W] Enchantment: Sacred Mesa [5UU] Sorcery: Temporal Mastery [3BB] Creature, Vampire: Ravenous Vampire [4] Artifact: Bottle of Suleiman [4BR] Creature, Elemental: Deepfire Elemental [1R] Enchantment, Aura: Fiery Mantle [U] Instant: Diminish [B] Sorcery: Ghoulcaller's Chant [1GG] Enchantment: Cycle of Life [2W] Enchantment: Protective Sphere [3] Artifact Creature, Construct: Electrostatic Pummeler [R] World Enchantment: Storm World [4WWU] Legendary Creature, Cat Warrior: Jedit Ojanen [4R] Creature, Lizard: Grotag Thrasher [4B] Tribal Instant, Faerie: Violet Pall [4] Artifact: Nova Pentacle [2W] Instant: Dauntless Onslaught [G] Instant: Gaea's Might [1RG] Creature, Kavu: Hunting Kavu [1W] Enchantment: Circle of Protection: Shadow [3U] Creature, Illusion: Mistform Seaswift [2R/G] Sorcery: Firespout [4] Artifact: Font of Mythos [1W] Creature, Human Knight: Lone Rider [3RR] Creature, Phoenix: Magma Phoenix [1W] Creature, Volver: Degavolver [3UU] Legendary Creature, Human Advisor: Lu Su, Wu Advisor [4G] Creature, Beast: Berserk Murlodont [4R] Sorcery: Spire Barrage [3WW] Creature, Bird Soldier Spirit: Phantom Flock [2U] Legendary Creature, Human Monk: Shu Yun, the Silent Tempest [3R] Enchantment: Pyromancer's Assault [1U] Enchantment: Excavation [10] Artifact: Aladdin's Lamp [W] Enchantment: Sheltering Prayers [3] Artifact Creature, Ship: Toy Boat [1R] Creature, Devil: Squealing Devil [None] Land: Turntimber Grove [3R] Enchantment: Outpost Siege [None] Land, Forest: Sapseep Forest [1] Artifact Creature, Golem: Chronomaton [2UU] Sorcery: Cut the Tethers [1G] Creature, Elf Mutant: Stonewood Invoker [3RR] Creature, Ogre: Menacing Ogre [3BB] Creature, Vampire Horror: Voldaren Pariah [3B] Creature, Orc Warrior: Unyielding Krumar [2GW] Legendary Creature, Human Soldier: Captain Sisay [5WW] Creature, Angel: Archangel [3U] Enchantment, Aura: Krovikan Whispers [2U] Creature, Siren: Dulcet Sirens [2W] Creature, Elephant Monk: Loxodon Wayfarer [3G/W] Creature, Elf Warrior Shaman: Safehold Duo [G] Enchantment: Vessel of Nascency [2UU] Legendary Creature, Merfolk Wizard: Talrand, Sky Summoner [1G] Creature, Human Shaman: Skinshifter [GG] Legendary Creature, Elf Druid: Rofellos, Llanowar Emissary [U] Sorcery: Careful Study [3W] Creature, Spirit: Guardian of the Guildpact [3R] Creature, Human Soldier: Shock Troops [1] Artifact, Equipment: Sai of the Shinobi [B] Sorcery: Innocent Blood [2R] Enchantment: Captive Flame [XBB] Instant, Arcane: Sickening Shoal [5G] Creature, Centaur: Centaur Veteran [2WW] Enchantment: Harsh Judgment [3R] Creature, Giant: Hired Giant [3G] Creature, Elf Warrior: Greenhilt Trainee [3UU] Enchantment, Aura: Numbing Dose [GG] Enchantment: Lifeforce [2WW] Creature, Human Knight: Lost Order of Jarkeld [X] Creature, Eldrazi: Endless One [4] Artifact Creature, Gnome: Clockwork Gnomes [1R] Instant: Twin Bolt [4U] Creature, Djinn Monk: Whirlwind Adept [2] Artifact Creature, Construct: Scrapheap Scrounger [1B] Creature, Ape: Tainted Monkey [3UU] Creature, Avatar: Aeon Chronicler [3W] Creature, Angel: Glimmering Angel [4G] Creature, Wurm: Winding Wurm [1B] Creature, Human Assassin: Silumgar Assassin [1GG] Creature, Human Druid: Verduran Enchantress [3R] Enchantment: Orcish Oriflamme [3UU] Creature, Leviathan: Sky Swallower [1U] Creature, Homunculus: Oculus [1G] Creature, Ouphe: Spellwild Ouphe [1UR] Creature, Sliver: Frenetic Sliver [2W] Creature, Fox Cleric: Pious Kitsune [2U] Enchant Creature: Fowl Play [1] Artifact Creature, Insect: Brass Gnat [4UU] Creature, Sphinx: Arbiter of the Ideal [3W] Creature, Human Soldier: Shu General [1G] Creature, Werewolf Horror: Ulvenwald Captive [2R] Sorcery: Flames of the Firebrand [2RR] Snow Creature, Yeti: Stalking Yeti [1W] Creature, Kithkin Soldier: Patrol Signaler [1W] Creature, Pegasus: Sungrace Pegasus [2G] Creature, Ooze: Manaplasm [3B] Creature, Zombie: Rottenheart Ghoul [3B] Creature, Faerie Assassin: Final-Sting Faerie [2U] Instant: Frost Breath [R] Enchantment, Aura: Eternal Warrior [3G] Sorcery: Make a Wish [GW] Instant: Sigil Blessing [XGW] Sorcery: Supply [1R] Instant: Fiery Conclusion [1R] Creature, Vampire Archer: Falkenrath Exterminator [5G] Creature, Cleric: Brutalizer Exarch [2] Artifact Creature, Spellshaper: Sliversmith [1GU] Creature, Fish Mutant: Elusive Krasis [WW] Creature, Human Soldier: Precinct Captain [3UR] Instant: Prophetic Bolt [R] Instant: Brute Force [4R] Sorcery: Victorious Destruction [B] Creature, Zombie Centaur: Accursed Centaur [4G] Snow Creature, Aurochs: Rimehorn Aurochs [5BB] Sorcery: Wit's End [3] Artifact, Equipment: Butcher's Cleaver [4BB] Enchantment: Infernal Genesis [1U] Instant, Arcane: Psychic Puppetry [4B] Creature, Human Wizard: Magus of the Coffers [R] Creature, Goblin Shaman: Goblin Arsonist [RW] Creature, Human Soldier Ally: Weapons Trainer [3W] Creature, Angel: Restoration Angel [None] Land: Mishra's Workshop [G] Instant: Confront the Unknown [4RG] Creature, Beast: Valley Rannet [2U] Creature, Angel Illusion: Illusory Angel [1UB] Creature, Skeleton: Mortus Strider [2B] Creature, Human Shaman: Wakedancer [3WW] Creature, Kor Soldier: Silkenfist Order [3GWW] Legendary Creature, Human Druid: Lord Magnus [1W] Creature, Human Wizard: Thraben Heretic [XGW] Instant: Vitalizing Cascade [1W] Creature, Cat: Silvercoat Lion [1GG] Sorcery: Alluring Scent [3R] Creature, Human Wizard: Wojek Embermage [1GG] Enchantment, Aura: Lure [2B] Creature, Nightmare Horror: Gravegouger [2U] Instant: Deluge [1] Artifact: Glaring Spotlight [2BB] Sorcery: Massacre [4WW] Creature, Dragon: Wardscale Dragon [3WUBRG] Sorcery: Conflux [4BB] Creature, Vampire: Guul Draz Overseer [1WB] Instant: Anguished Unmaking [2] Artifact Creature, Construct: Epochrasite [W] Instant: Funeral Pyre [B] Sorcery: Raven's Crime [1WU] Creature, Drake: Silver Drake [2G] Enchantment: Ana Sanctuary [1W] Tribal Enchantment, Elemental: Hoofprints of the Stag [1B] Creature, Human Soldier Scout: Wei Scout [1W] Creature, Bird: Eddytrail Hawk [4U] Creature, Drake: Peregrine Drake [3UR] Artifact Creature, Viashino Warrior: Skyclaw Thrash [2WW] Creature, Angel: Malach of the Dawn [3] Artifact: Lightning Coils [3BR] Creature, Elemental Hound: Rakdos Ragemutt [2R] Creature, Elemental: Valakut Predator [3RR] Creature, Cyclops: Hulking Cyclops [R] Instant: Engulfing Flames [U] Instant: Blue Elemental Blast [1W] Enchantment: Silkwrap [2G] Enchantment: Heartbeat of Spring [2U] Instant: Convolute [3UU] Creature, Bird: Murder of Crows [4U] Instant: Rite of Undoing [XRR] Sorcery: Molten Disaster [1U] Creature, Merfolk Wizard: Stonybrook Angler [3W] Sorcery: Replenish [2GG] Sorcery: Scapeshift [W] Creature, Human Nomad Mystic: Mystic Penitent [6GG] Creature, Wurm: Deathcoil Wurm [2WU] Instant: Offering to Asha [4BB] Legendary Creature, Demon Spirit: Kyoki, Sanity's Eclipse [4B] Creature, Treefolk Assassin: Weed-Pruner Poplar [2BG] Legendary Creature, Elf Shaman: Savra, Queen of the Golgari [1R] Creature, Human Artificer: Embersmith [None] Land: Dismal Backwater [3W] Instant: Scale Blessing [B] Instant: Ghastly Demise [RW] Instant: Hide [2] Artifact: Throne of Geth [4UU] Legendary Creature, Human Soldier: Sun Quan, Lord of Wu [1U] Instant: Mana Leak [None] Land: Terramorphic Expanse [3G] Enchantment: Ley Line [1G/W] Instant: Reknit [1B] Sorcery: Reave Soul [2R] Sorcery: Devour in Flames [1B] Creature, Aetherborn Rogue: Syndicate Trafficker [2BB] Enchantment: Colfenor's Plans [3R] Creature, Elemental Warrior: Vengeful Firebrand [BR] Artifact, Equipment: Demonspine Whip [1000000] Legendary Artifact: Gleemax [3R] Enchantment: Vigilante Justice [2RG] Creature, Kavu: Sparkcaster [15] Artifact: Mox Lotus [None] Conspiracy: Advantageous Proclamation [5] Artifact Creature, Golem: Precursor Golem [3BB] Creature, Vampire Shaman: Malakir Bloodwitch [B] Enchantment: Sarcomancy [2U] Creature, Bird: Monastery Flock [GU] Sorcery: Beck [None] Legendary Land: Phyrexian Tower [5G] Creature, Spirit: Scaled Hulk [4B] Creature, Zombie: Grotesque Hybrid [6] Artifact Creature, Chimera: Gold-Forged Sentinel [None] Land: Rishadan Port [0] Artifact: Mox Jet [1RR] Instant: Puppet's Verdict [None] Land: Adventurers' Guildhouse [7] Artifact: Summoning Station [None] Planeswalker, Garruk: Garruk, the Veil-Cursed [4RR] Creature, Dragon: Flameblast Dragon [G] Creature, Hound: Wild Dogs [2G/U] Enchantment, Aura: Shielding Plax [None] Land, Forest Plains: Canopy Vista [R] Instant: Chaoslace [2] Artifact: Torpor Orb [2B] Creature, Spirit Minion: Urborg Phantom [3] Artifact: Dragon Blood [3R] Creature, Human Monk: Bloodfire Enforcers [8GGG] Creature, Wurm: Worldspine Wurm [R] Creature, Goblin Warrior: Mogg Sentry [4] Artifact: Isolation Cell [2W] Enchantment, Aura: Unquestioned Authority [2G] Creature, Bear: Dragon-Scarred Bear [1W] Enchantment Creature, Spirit: Spirit of the Labyrinth [1R] Sorcery: Savage Offensive [3U] Creature, Eldrazi Drone: Gravity Negator [XR] Sorcery: Demonfire [None] Land: Grixis Panorama [B] Instant: Marsh Gas [3] Artifact Creature, Golem: Custodian of the Trove [4GG] Legendary Creature, Treefolk: Verdeloth the Ancient [4R] Legendary Creature, Human Soldier: Dong Zhou, the Tyrant [2GG] Creature, Hydra: Domesticated Hydra [1GG] Legendary Creature, Spirit: Ichiga, Who Topples Oaks [2U] Legendary Creature, Human Wizard: Ertai, Wizard Adept [2B] Enchantment, Aura: Grisly Transformation [3B] Creature, Zombie Soldier: Ubul Sar Gatekeepers [1WB] Enchantment, Aura: Soul Link [6] Artifact: Mycosynth Lattice [3R] Creature, Human Wizard: Cinder Seer [2R] Enchantment: Goblin Assault [3B] Creature, Shade: Evernight Shade [None] Legendary Land: Pendelhaven [3] Artifact: Standing Stones [1U] Creature, Beast: Riptide Mangler [1BB] Creature, Illusion: Phobian Phantasm [1R] Sorcery: Distemper of the Blood [None] Land: Isolated Chapel [4] Artifact, Equipment: Murderer's Axe [2R] Creature, Human Werewolf: Convicted Killer [1U] Creature, Bird: Welkin Tern [3UU] Sorcery: Capture of Jingzhou [None] Land: Keldon Megaliths [4] Artifact: Power Matrix [None] Land: Ghost Quarter [2WW] Creature, Human Knight: Noble Banneret [4R] Creature, Giant Shaman: Giant Harbinger [1GU] Creature, Beast: Nulltread Gargantuan [2BB] Creature, Minion: Body Snatcher [1U] Instant: Revolutionary Rebuff [None] Land: Simic Growth Chamber [2R] Creature, Giant: Craven Giant [XU] Instant: Gridlock [2B] Instant: Eye to Eye [1] Artifact, Equipment: Helm of the Gods [1BB] Creature, Zombie Knight: Phyrexian Crusader [B] Instant: Deathlace [None] Land: Smoldering Spires [B] Enchantment: Graf Harvest [None] Conspiracy: Hold the Perimeter [1B] Instant: Rapid Decay [2W] Enchantment: Martyr's Cause [WW] Creature, Human Soldier: Loyal Cathar [1WUB] Artifact: Etherwrought Page [None] Land: Ally Encampment [1RG] Creature, Spider: Giant Trap Door Spider [3W] Creature, Angel: Serra Advocate [3] Artifact: Serum Powder [2R] Creature, Elemental: Crater Elemental [3] Artifact: Gruul Keyrune [3B] Creature, Kavu: Firescreamer [10] Legendary Creature, Eldrazi: Ulamog, the Ceaseless Hunger [3WW] Enchantment: Sigil of the Empty Throne [3GG] Sorcery: Primal Command [4G] Creature, Elephant: Vintara Elephant [2G] Instant: Ferocious Charge [4RR] Creature, Elemental: Skizzik Surger [2G] Enchantment: Triumph of Ferocity [2U] Creature, Human Soldier: Wu Warship [1UB] Instant: Psychic Strike [3UU] Creature, Drake: Spiketail Drake [None] Creature, Werewolf: Tovolar's Magehunter [2W] Enchantment, Aura: Tattoo Ward [3] Artifact Creature, Construct: Foundry Inspector [U] Creature, Spirit: Teardrop Kami [1R] Instant: Vampiric Fury [1B] Creature, Zombie Beast: Blind Creeper [3B] Creature, Zombie Wizard: Corpse Augur [2G] Creature, Human Druid: Keeper of the Sacred Word [1G] Creature, Dryad Spellshaper: Silverglade Pathfinder [2G] Creature, Human Druid: Citanul Woodreaders [XRR] Instant: Volcanic Geyser [1W] Creature, Unicorn: Benevolent Unicorn [4BB] Sorcery: Capital Punishment [3B] Creature, Vampire Rogue: Duskmantle Prowler [2UR] Creature, Spirit: Mercurial Geists [2UU] Creature, Human Rogue Artificer: Whirler Rogue [1G] Instant: Resuscitate [1W] Instant: Ephemeral Shields [1U] Enchantment, Aura: Fishliver Oil [None] Land: Savage Lands [2BB] Legendary Creature, Spirit: Akuta, Born of Ash [U] Creature, Human Spellshaper: Trickster Mage [3R] Creature, Goblin Shaman: Caterwauling Boggart [5] Artifact: Cryptic Gateway [1B] Creature, Goblin Rogue: Squeaking Pie Sneak [4R] Creature, Goblin Warrior Ally: Tuktuk Grunts [1B] Creature, Zombie: Wight of Precinct Six [3U] Creature, Wall: Wall of Vapor [1B] Instant: Chill Haunting [5BB] Sorcery: Vampiric Feast [1UU] Creature, Faerie: Thornwind Faeries [1WW] Creature, Human Knight: Paladin en-Vec [1WW] Creature, Wall: Wall of Nets [1W] Creature, Human Cleric: Daru Spiritualist [2RR] Creature, Minotaur: Zerapa Minotaur [2U/R] Instant: Unnerving Assault [R] Creature, Dwarf: Bloodfire Dwarf [2W] Creature, Soltari Knight: Soltari Crusader [1G] Creature, Human Rogue: Obsessive Skinner [1G] Sorcery: Travel Preparations [6B] Sorcery: Cabal Conditioning [2] Artifact: Charcoal Diamond [1U] Creature, Human Soldier: Wu Light Cavalry [W] Creature, Human Soldier: Auriok Glaivemaster [2WW] Enchantment: Force Bubble [2WW] Creature, Human Soldier: Seasoned Marshal [2W] Instant: Blinding Beam [3GG] Enchantment: Perilous Forays [2W] Sorcery: Harsh Mercy [1BB] Enchantment: Liability [2W] Instant: Holy Light [2R] Instant: Blast from the Past [1W] Creature, Kor Cleric Shaman: Shaman en-Kor [2BG] Enchantment: Bloodbond March [G] Instant: Elvish Fury [None] Land, Desert: Desert [None] Creature, Eldrazi Werewolf: Howling Chorus [1U/BU/B] Creature, Human Rogue: Deathcult Rogue [1] Artifact, Equipment: Skullclamp [W] Creature, Wall: Wall of Hope [2BB] Enchantment: Pestilence [5BB] Instant, Trap: Needlebite Trap [4B] Instant: Dark Triumph [2] Artifact, Equipment: Ring of Valkas [2B] Creature, Rat: Pestilence Rats [0] Artifact Creature, Wall: Shield Sphere [2UU] Enchantment, Aura: Abduction [None] Scheme: May Civilization Collapse [2WW] Creature, Elephant Cleric: Loxodon Anchorite [None] Land: Scabland [2URG] Legendary Creature, Human Wizard: Riku of Two Reflections [None] Land: Blinkmoth Nexus [3U] Creature, Human Wizard: Stern Mentor [2G] Enchantment: Autumnal Gloom [3R] Creature, Goblin Warrior Ally: Goblin Freerunner [1BB] Sorcery: Asphyxiate [1R] Creature, Wall: Wall of Razors [1W/P] Artifact Creature, Wall: Cathedral Membrane [3R] Creature, Cat: Rubblebelt Maaka [WW] Sorcery: Shahrazad [1RW] Creature, Human Knight: Skyknight Legionnaire [2B] Creature, Shapeshifter: Ghostly Changeling [UU] Instant: Karn's Touch [B] Enchantment: Planar Void [2B] Creature, Horror: Plague Spitter [1G] Creature, Bear: Grizzly Bears [1W] Creature, Cat Soldier: Ajani's Pridemate [R] Creature, Goblin Warrior: Goblin Balloon Brigade [1B] Sorcery: Talara's Bane [None] Creature, Werewolf: Hinterland Scourge [1R] Enchantment, Aura: Ordeal of Purphoros [3G] Creature, Bear: Golden Bear [2] Artifact: Hematite Talisman [3B] Creature, Human: Sengir Autocrat [U] Sorcery: Portent [3G] Creature, Spike: Spike Breeder [3GW] Creature, Elf Knight: Armored Wolf-Rider [3R] Creature, Human Shaman: Fallen Ferromancer [1W] Creature, Human Knight: Benalish Cavalry [4UR] Sorcery: Blast of Genius [GW] Creature, Elf Shaman: Selesnya Evangel [2U] Sorcery, Arcane: Eerie Procession [1BB] Enchantment: Farewell to Arms [1B] Enchantment: Waste Not [U] Enchantment: Flood [3G] Creature, Beast: Canopy Crawler [1W] Instant: Moment of Heroism [G] Creature, Elf Druid: Elvish Mystic [5BB] Creature, Avatar: Sepulchral Primordial [2BB] Tribal Sorcery, Rogue: Morsel Theft [4] Artifact Creature, Construct: Bladed Sentinel [1WU] Instant: Daring Leap [3] Artifact Creature, Wall: Reinforced Bulwark [1G] Instant: Krosan Reclamation [2GG] Enchantment: Primitive Etchings [2W/BW/B] Creature, Hag: Harvest Gwyllion [3R] Creature, Elemental Cat: Pardic Firecat [7] Legendary Artifact Creature, Wizard: Memnarch [3W] Creature, Kor Scout: Kor Cartographer [1R] Creature, Gremlin: Thriving Grubs [2B] Sorcery: Hideous Visage [W] Enchantment, Aura: Red Ward [3U] Creature, Shapeshifter: Clone [2R] Sorcery: Dismantle [XXWWW] Sorcery: Entreat the Angels [2W] Instant: Lapse of Certainty [4G] Creature, Elemental: Silverglade Elemental [B] Instant: Rain of Filth [2BB] Creature, Human Cleric: Vile Deacon [UBBR] Legendary Artifact, Equipment: Unscythe, Killer of Kings [3RW] Creature, Human Soldier Ally: Resolute Blademaster [4G] Sorcery: Selvala's Charge [1B] Enchantment: Blood Funnel [0] Artifact: Lotus Petal [W] Instant: Path to Exile [1W] Creature, Cat Soldier: Leonin Snarecaster [3RR] Creature, Elemental Beast: Geyser Glider [3R] Sorcery: Demolish [2G] Instant: Colossal Heroics [3WW] Creature, Elephant Wizard: Spelltithe Enforcer [2G] Enchantment: Ulvenwald Mysteries [WUB] Instant: Dromar's Charm [4W] Enchantment, Aura: Debtor's Pulpit [2GG] Creature, Beast: Ravenous Baloth [2G] Creature, Wolf: Tel-Jilad Wolf [WUB] Legendary Creature, Human: Merieke Ri Berit [4WU] Creature, Spirit: Sovereigns of Lost Alara [2B] Instant: Foul-Tongue Invocation [U] Instant: Whim of Volrath [1B] Instant: Last Gasp [None] Land: Ruins of Oran-Rief [2W] Enchantment, Aura: Cessation [1B] Enchantment, Aura: Ragged Veins [3G] Sorcery: Channel the Suns [2B] Creature, Imp: Maddening Imp [2R/G] Sorcery: Giantbaiting [3R/WR/W] Sorcery: Waves of Aggression [2G] Creature, Elemental: Fertilid [W] Creature, Human Wizard: Dega Disciple [1U] Creature, Human Wizard: Battlefield Thaumaturge [1BB] Enchantment: Tourach's Chant [2G] Sorcery: Recross the Paths [R] Creature, Elemental: Spark Elemental [R] Creature, Dwarf: Dwarven Armorer [5B] Creature, Treefolk Shaman: Thorntooth Witch [2R] Instant: Garbage Fire [2WW] Creature, Human Knight: Crusading Knight [BR] Instant: Rakdos Charm [2R] Creature, Goblin Warrior: Goblin Brawler [2G] Enchantment, Aura: Maddening Wind [GWU] Instant: Flurry of Wings [3WW] Legendary Creature, Human Soldier: Hixus, Prison Warden [1UU] Creature, Spirit: Kami of Twisted Reflection [3U] Creature, Naga Wizard: Kheru Spellsnatcher [4G] Creature, Kavu: Serpentine Kavu [None] Plane, Mongseng: Kharasha Foothills [1G] Creature, Human Shaman Werewolf: Lambholt Pacifist [2] Artifact Creature, Myr: Omega Myr [2RG] Legendary Creature, Hellion Hydra: Ulasht, the Hate Seed [G] Instant: Camouflage [X] Artifact Creature, Construct: Phyrexian Marauder [1B] Creature, Dauthi Minion: Dauthi Cutthroat [2W] Enchantment Creature, Nymph: Harvestguard Alseids [2B] Artifact: Onyx Goblet [0] Instant: Pact of the Titan [2W] Creature, Kor Rebel: Lightbringer [1U] Enchantment Creature, Spirit: Flitterstep Eidolon [2G/WG/W] Creature, Elf Knight: Raven's Run Dragoon [6G] Creature, Spirit: Vine Kami [None] Scheme: A Display of My Dark Power [3W] Creature, Human Soldier: Fiend Binder [2R] Creature, Human Knight: Defender of Chaos [2W] Creature, Human Soldier: Crusader of Odric [None] Creature, Human Wizard: Bearer of Overwhelming Truths [2G] Enchantment: Greener Pastures [2W] Creature, Human Soldier: Alaborn Trooper [2B] Sorcery: Cruel Tutor [U] Instant, Arcane: Cut the Earthly Bond [W] Instant: Heaven's Gate [2] Artifact Creature, Myr: Copper Myr [2W] Instant: Inspirit [3] Artifact Creature, Golem: Togglodyte [R] Sorcery: Tremor [2UU] Enchantment, Aura: Merseine [1U] Creature, Human Wizard: Zuran Enchanter [B] Enchantment, Aura: Genju of the Fens [3] Artifact Creature, Construct: Adaptive Automaton [5BB] Creature, Vampire: Defiant Bloodlord [2] Artifact: Talisman of Unity [5RG] Legendary Creature, Elder Dragon: Dragonlord Atarka [2W] Creature, Hippogriff: Dawn Gryff [2U] Creature, Bird: Trained Condor [2B/GB/G] Creature, Treefolk Horror: Canker Abomination [2WW] Enchantment: Parallax Wave [None] Land: Gruul Turf [2UU] Creature, Vedalken Wizard: Vedalken Archmage [2RRR] Creature, Phoenix: Kuldotha Phoenix [1G] Sorcery: Savage Punch [2R] Creature, Human Knight: Dragonsoul Knight [R] Creature, Orc Rogue: Orcish Spy [3RG] Creature, Minotaur: Deadshot Minotaur [2WWW] Sorcery: Conqueror's Pledge [RR] Creature, Goblin Scout: Mardu Scout [None] Land: Polluted Mire [6RR] Creature, Nightmare Beast: Petradon [2BB] Creature, Harpy: Insatiable Harpy [None] Land: Tranquil Expanse [2G] Instant: Woodcutter's Grit [W] Instant: Dispatch [2G] Enchantment Creature, Nymph Dryad: Oakheart Dryads [1G] Sorcery: Gaea's Blessing [1GG] Enchantment: Viridian Revel [1U] Creature, Human Wizard: Aphetto Alchemist [3UU] Creature, Spirit: Lone Revenant [None] Vanguard: Eladamri, Lord of Leaves Avatar [2U] Instant: Thoughtbind [4BB] Creature, Horror: Phyrexian Gargantua [2R] Creature, Minotaur Warrior: Kragma Butcher [4UU] Legendary Creature, Moonfolk Wizard: Uyo, Silent Prophet [None] Creature, Saproling: Saproling [2] Artifact: Sky Diamond [RR] Sorcery: Warrior's Oath [4B] Sorcery: Dead Ringers [5R] Sorcery: Whims of the Fates [3] Artifact Creature, Fox: Filigree Familiar [None] Vanguard: Erhnam Djinn Avatar [3W] Creature, Human Soldier: Foot Soldiers [4U] Snow Creature, Illusion: Adarkar Windform [2B] Instant: Make Obsolete [3U] Instant: Mnemonic Nexus [B] Creature, Human Wizard: Necra Disciple [1G] Creature, Human Cleric: Freyalise Supplicant [U] Creature, Bird Soldier: Aven Envoy [2W] Creature, Human Cleric: Silent Attendant [B] Enchantment: Sinister Concoction [1B] Legendary Creature, Rat Wizard: Nighteyes the Desecrator [3WW] Creature, Griffin: Divebomber Griffin [None] Plane, Ravnica: Agyrem [2B] Enchantment, Aura: Soul Bleed [2R/W] Creature, Dwarf Soldier: Duergar Mine-Captain [4G] Creature, Rhino: Rubbleback Rhino [None] Land: Alchemist's Refuge [2W/U] Creature, Faerie Rogue: Silkbind Faerie [B] Tribal Sorcery, Goblin: Boggart Birth Rite [2] Artifact: Parallax Inhibitor [XG] Creature, Hydra Beast: Feral Hydra [4RG] Legendary Creature, Ogre Warrior: Ruric Thar, the Unbowed [2WW] Creature, Kithkin Soldier: Thoughtweft Trio [3R] Sorcery: Wrap in Flames [R] Instant: Tunnel [3R] Instant: Parallectric Feedback [1WB] Artifact: Tainted Sigil [1G] Instant: Back to Nature [2WW] Creature, Human Cleric: Witch Hunter [2W] Creature, Human Monk Cleric: Venerable Monk [None] Plane, Kamigawa: Minamo [2BB] Legendary Creature, Demon Spirit: Yukora, the Prisoner [2R] Creature, Human Artificer: Quicksmith Genius [1B] Enchantment, Aura: Dragon Shadow [None] Scheme: Nature Demands an Offering [1G] Instant: Feral Instinct [2] Artifact: Golem's Heart [2W] Creature, Bird: Roc Egg [2BB] Enchantment: Curse of Wizardry [2U] Creature, Human Ninja: Walker of Secret Ways [2BG] Creature, Gorgon: Reaper of the Wilds [1R] Creature, Goblin: Mogg Toady [3W] Creature, Bird Soldier: Aven Cloudchaser [4UU] Sorcery: Part the Waterveil [2W/UW/U] Creature, Kithkin Scout: Barrenton Cragtreads [2U] Enchantment, Aura: Reduce in Stature [1R] Instant: Ancient Grudge [2BB] Creature, Horror: Urborg Shambler [4R] Creature, Ogre Berserker: Sprinting Warbrute [3WW] Legendary Creature, Human Soldier Warrior: Guan Yu, Sainted Warrior [2RR] Instant: Wild Ricochet [3] Artifact, Equipment: Razor Boomerang [W] Creature, Human Soldier: Akrasan Squire [R] Instant: Otherworldly Outburst [XUU] Sorcery: Mind Spring [1R] Enchantment: Flowstone Surge [None] Basic Land, Forest: Forest [XB] Sorcery: Liliana's Indignation [1BBB] Creature, Human: Uncle Istvan [1] Artifact: Sunbeam Spellbomb [3R] Enchantment: Crucible of Fire [2G] Creature, Ape Warrior: Gorilla Warrior [2WUB] Legendary Artifact Creature, Human Wizard: Sen Triplets [5BB] Creature, Fungus Demon: Mold Demon [3U] Creature, Illusion: Chronozoa [U] Enchantment, Aura: Mana Chains [4WW] Sorcery: Solar Tide [3B] Creature, Aetherborn Rogue: Aetherborn Marauder [3WW] Creature, Elemental: Celestial Ancient [1W] Enchantment: Circle of Protection: Green [2U] Enchantment, Aura: Gaseous Form [2] Artifact: Pit Trap [1U] Instant: Call to Heel [3R] Creature, Spirit: Raging Spirit [1B] Creature, Bat: Duskhunter Bat [G] Creature, Insect: Xantid Swarm [None] Land: Ancient Tomb [2W] Instant: Fulgent Distraction [None] Land: Unstable Frontier [WW] Summon, Knight: Knight of the Hokey Pokey [WW] Creature, Human Cleric Knight: Order of Leitbur [5B] Creature, Crocodile: Dukhara Scavenger [1] Artifact: Codex Shredder [XB] Instant: Disembowel [GG] Enchantment: Night Soil [B] Enchantment, Aura: Dead Weight [3BB] Sorcery, Arcane: Three Tragedies [None] Land: Glacial Chasm [2B] Creature, Drake: Ebon Drake [2W] Creature, Spirit: Voiceless Spirit [3B] Creature, Boar Monger: Scandalmonger [1B] Creature, Vampire Warrior: Ruthless Cullblade [3U] Creature, Beast: Aquus Steed [3B] Creature, Crocodile Skeleton: Skeletal Crocodile [1R/G] Creature, Goblin Shaman: Tattermunge Witch [W] Sorcery: Gaze of Justice [5R] Legendary Creature, Human Soldier Warrior: Lu Bu, Master-at-Arms [3G] Creature, Insect: Hawkeater Moth [5G] Creature, Human Druid: Nut Collector [None] Land: Tendo Ice Bridge [3BB] Creature, Nightstalker: Predatory Nightstalker [UU] Creature, Fish: Dandan [3] Artifact Creature: Clay Pigeon [B/GB/GB/G] Creature, Hag: Stalker Hag [2G] Creature, Insect: Goliath Beetle [2RGW] Legendary Creature, Beast: Gahiji, Honored One [6R] Creature, Giant: Karplusan Giant [1W] Enchantment: Circle of Protection: Blue [3G] Creature, Human Scout: Woodland Sleuth [4B] Sorcery: Exile into Darkness [4R] Creature, Spirit: Raging Poltergeist [1WB] Sorcery: Ass Whuppin' [2G] Enchantment, Aura: Favor of the Woods [None] Scheme: Mortal Flesh Is Weak [6GG] Creature, Avatar: Avatar of Might [2BB] Legendary Creature, Vampire Warrior: Kalitas, Traitor of Ghet [5W] Creature, Elephant Cleric: Loxodon Mender [2] Artifact Creature, Wall: Wall of Junk [3BG] Creature, Beast: Spiritmonger [3WW] Legendary Creature, Human Cleric: Atalya, Samite Master [1BR] Creature, Zombie Horror: Shambling Remains [4G] Creature, Elf Warrior Ally: Tajuru Pathwarden [2B] Creature, Zombie Warrior: Fleshbag Marauder [1W] Enchantment: Intangible Virtue [4G] Enchantment: Tornado [1R] Creature, Goblin Scout: Subterranean Scout [1RR] Creature, Human Rogue Werewolf: Kruin Outlaw [3] Artifact Creature, Bird: Aesthir Glider [3] Artifact: Tigereye Cameo [3UU] Instant: Misdirection [None] Land: Tainted Wood [G] Enchantment, Aura: Living Artifact [2BB] Creature, Zombie Mercenary Assassin: Rathi Assassin [3] Artifact: Crystal Shard [4U] Sorcery: Rush of Knowledge [1WW] Instant: Steeling Stance [3B] Creature, Goblin Warrior: Quill-Slinger Boggart [1G] Enchantment: Strength from the Fallen [2B] Instant: Defiling Tears [None] Land: Dwarven Hold [4U] Creature, Merfolk Soldier: Merrow Wavebreakers [5GW] Creature, Elemental: Risen Sanctuary [2B] Creature, Human: Chosen of Markov [R] Sorcery: Kuldotha Rebirth [U/BU/B] Legendary Creature, Merfolk Rogue: Sygg, River Cutthroat [2W] Creature, Elemental: Wispmare [2UU] Creature, Human Rogue: Master Thief [None] Land: Crumbling Necropolis [2G] Creature, Ouphe: Fyndhorn Brownie [R] Enchantment: Quest for the Goblin Lord [6WWW] Sorcery: Heroes Remembered [2B] Creature, Ogre Warrior: Villainous Ogre [GU] Instant: Determined [2UURR] Legendary Creature, Dragon Wizard: Niv-Mizzet, the Firemind [RRR] Creature, Elemental: Ball Lightning [2W] Instant: Bold Defense [2W] Instant: Truce [3UU] Legendary Creature, Human Soldier: Sun Ce, Young Conquerer [4BB] Legendary Creature, Rat Ninja: Ink-Eyes, Servant of Oni [U] Creature, Drake: Shrieking Drake [XBB] Sorcery: Damnable Pact [5U] Creature, Djinn Monk: Riverwheel Aerialists [3UBR] Enchantment, Aura: Elder Mastery [1BB] Creature, Insect: Endless Cockroaches [3U/P] Artifact Creature, Shapeshifter: Phyrexian Metamorph [4] Legendary Artifact: Skyship Weatherlight [2G] Creature, Beast: Leery Fogbeast [2R] Instant: Boiling Blood [1RR] Creature, Phoenix: Flamewake Phoenix [3RR] Creature, Ogre Shaman: Ogre Shaman [1B] Creature, Human Cleric: Disciple of Griselbrand [4] Artifact: Thran Dynamo [2BB] Sorcery: Flesh Allergy [1] Artifact, Equipment: Adventuring Gear [4R] Creature, Beast: Batterhorn [3BB] Sorcery: Head Games [2W/U] Creature, Human Advisor: Minister of Impediments [2WW] Instant: Inspired Charge [R] Creature, Goblin: Goblin Firestarter [3W] Creature, Goat: Thriving Ibex [3WB] Sorcery: Crime [1B] Creature, Carrier: Phyrexian Denouncer [XR] Sorcery: Banefire [4B] Sorcery: Tempt with Immortality [2BB] Sorcery: Evincar's Justice [2BB] World Enchantment: Pillar Tombs of Aku [1WW] Instant: Devouring Light [1R] Creature, Wolf: Deranged Whelp [5UB] Legendary Creature, Human Advisor: Riven Turnbull [G] Instant: Blossoming Wreath [G] Creature, Horse: Tarpan [1B] Instant: Go for the Throat [2R] Creature, Human Spellshaper: Arc Mage [2G] Creature, Licid: Tempting Licid [3WW] Creature, Archon: Archon of Justice [4] Artifact: Ice Cauldron [G] Creature, Human Druid: Krosan Wayfarer [4GGG] Creature, Elemental: Regal Force [5B] Instant: Death Rattle [1R] Enchantment, Aura: Dual Casting [1G] Instant: Winds of Qal Sisma [1U] Creature, Bird: Palace Familiar [6] Artifact Creature, Construct: Geistcatcher's Rig [3U] Instant: Comparative Analysis [UU] Creature, Merfolk: Lord of Atlantis [1R] Instant: Wear [U] Enchantment: Censorship [1U] Enchantment: Psychic Surgery [2G] Enchantment: Overwhelming Instinct [2W] Creature, Hippogriff: Hushwing Gryff [4W] Creature, Human Cleric: Ancestor's Prophet [3U] Enchantment, Aura: Tricks of the Trade [UBR] Legendary Creature, Human Archer: Tetsuo Umezawa [3WW] Instant: Swell of Courage [RG] Creature, Human Warrior: Voltaic Brawler [1] Artifact: Tanglebloom [4W] Creature, Bird Warrior: Sage-Eye Harrier [1] Artifact, Equipment: Hankyu [1R] Sorcery: Pyroclasm [2BB] Enchantment: Tainted Aether [1G] Creature, Human Wizard: Might Weaver [1R] Instant: Burn [None] Land: Skycloud Expanse [1U] Creature, Human Wizard: Lumengrid Warden [W] Instant, Arcane: Hundred-Talon Strike [W] Sorcery: Chaplain's Blessing [0] Artifact: Welding Jar [XGGG] Instant: Chord of Calling [2B] Sorcery: Dark Deal [2W] Sorcery: Idyllic Tutor [2R] Creature, Human Warrior Werewolf: Hanweir Watchkeep [3R] Instant: Artillerize [2WW] Creature, Elemental: Meadowboon [4GUB] Legendary Creature, Gorgon Wizard: Damia, Sage of Stone [1] Artifact: Urza's Chalice [3RRR] Creature, Giant: Frost Giant [2R] Creature, Goblin Rogue: Boggart Arsonists [4G] Creature, Treefolk: Redwood Treefolk [3W] Enchantment, Aura: Faith's Fetters [2U] Creature, Imp: Teferi's Imp [None] Snow Land: Tresserhorn Sinks [2UR] Instant: Essence Backlash [2GG] Enchantment Creature, Spirit: Eidolon of Blossoms [WW] Creature, Human Soldier Rebel: Whipcorder [UR] Creature, Human Rogue: Marchesa's Smuggler [0] Instant: Summoner's Pact [1B] Sorcery: Night's Whisper [8] Creature, Eldrazi Insect: It of the Horrid Swarm [2BB] Sorcery: Struggle for Sanity [1UR] Legendary Creature, Merfolk Wizard: Jori En, Ruin Diver [8] Creature, Eldrazi Horror: Lashweed Lurker [UU] Enchantment: Legacy's Allure [1B] Sorcery: Diabolic Intent [1U] Creature, Spirit: Rattlechains [U] Instant: Outwit [2B] Creature, Horror: Skittering Horror [2UU] Creature, Merfolk Scout: Merfolk Skyscout [W] Creature, Kor Scout: Kitesail Scout [1B] Instant: Wicked Reward [4GW] Creature, Wurm: Enlisted Wurm [None] Land: Vec Townships [B] Creature, Skeleton: Kjeldoran Dead [1W] Creature, Human Soldier: Paliano Vanguard [4G] Creature, Elf Archer: Tel-Jilad Archers [None] Legendary Land: Serra's Sanctum [2] Artifact Creature, Insect: Necropede [B] Enchantment: Shrieking Affliction [1RW] Instant: Intimidation Bolt [3R] Creature, Minotaur Soldier: Ordruun Commando [2BB] Sorcery: Stronghold Discipline [WW] Enchantment, Aura: Blessing [None] Land: Contested Cliffs [4GG] Instant: Dryad's Caress [4B] Sorcery: Syphon Flesh [1BB] Creature, Zombie: Ghoulraiser [6] Artifact: Voodoo Doll [2W] Creature, Human Soldier: Paranoid Parish-Blade [3WB] Sorcery: Obzedat's Aid [3R] Creature, Elemental Scout: Flame-Kin War Scout [1W] Creature, Cat Spirit: Spectral Lynx [G] Enchantment, Aura: Briar Shield [4R] Sorcery: Reduce to Ashes [3G] Creature, Boar: Argothian Swine [1G] Sorcery: Land Grant [1B] Creature, Djinn: Fledgling Djinn [0] Artifact: Tormod's Crypt [4W] Sorcery: Fell the Mighty [1R] Instant: Chain of Plasma [1W] Enchantment, Aura: Triclopean Sight [1] Artifact, Equipment: Shuriken [RG] Creature, Human Shaman: Skarrg Guildmage [2] Artifact: Moss Diamond [XR] Sorcery: Ghitu Fire [2] Artifact Creature, Construct: Hedron Crawler [3RR] Creature, Elemental Spirit: Subterranean Spirit [1U] Enchantment, Aura: Ghostly Touch [W] Enchantment: Authority of the Consuls [2UU] Instant: Thwart [1RG] Enchantment: Overabundance [2G] Enchantment, Aura: Venomous Fangs [2U] Instant: Ojutai's Breath [2G] Instant, Arcane: Unchecked Growth [1B] Creature, Zombie: Butcher Ghoul [1G] Creature, Human Werewolf: Scorned Villager [R] Creature, Goblin Scout: Goblin Guide [G] Sorcery: Sylvan Tutor [1R] Creature, Kobold Soldier: Kobold Drill Sergeant [None] Land: Thornwood Falls [GG] Enchantment: Thoughtleech [1R] Creature, Wall: Aetherflame Wall [4GG] Sorcery: Rain of Thorns [2GG] Creature, Ape: Gorilla Chieftain [1U] Creature, Spirit: Fogwalker [3G] Creature, Human Artificer: Vital Splicer [R/WR/W] Enchantment: Rise of the Hobgoblins [B] Instant: Stop That [4] Artifact: Vexing Arcanix [U] Instant: Invasive Surgery [3GG] Creature, Wurm: Jungle Wurm [None] Land: Timberland Ruins [2] Artifact: Decoction Module [1GG] Enchantment: Holistic Wisdom [XWU] Instant: Overrule [2W] Creature, Human Soldier: Benalish Veteran [2GG] Creature, Antelope Beast: Stampeding Serow [1W] Enchantment, Aura: Favorable Destiny [2R] Creature, Cyclops: Bloodrock Cyclops [R] Sorcery: Clear a Path [UR] Instant: Chemister's Trick [4G] Sorcery: Dosan's Oldest Chant [5RR] Creature, Dragon: Tyrant of Valakut [G] Creature, Insect: Scute Mob [5WW] Creature, Spirit Knight: Drogskol Cavalry [1U] Instant: Impulse [4WU] Artifact Creature, Beast: Sanctum Plowbeast [2] Artifact, Equipment: Nim Deathmantle [2U] Tribal Instant, Shapeshifter: Ego Erasure [1WUB] Artifact Creature, Gargoyle: Tower Gargoyle [2W] Instant: Repel the Darkness [2UU] Enchantment, Aura: Chamber of Manipulation [XWB] Sorcery: Death Grasp [3GW] Legendary Creature, Angel: Sigarda, Heron's Grace [3UUU] Instant: Gather Specimens [U] Enchantment, Aura: Apathy [3] Artifact Creature, Construct: Chief of the Foundry [3BB] Creature, Vampire: Sengir Nosferatu [GGG] Legendary Creature, Centaur Druid: Seton, Krosan Protector [U] Enchantment, Aura: Mind Harness [2G] Instant: Team Spirit [1R] Creature, Dwarf Artificer: Dwarven Weaponsmith [1B] Instant, Arcane: Soulless Revival [1W] Enchantment: Greater Realm of Preservation [1R] Creature, Devil: Gibbering Fiend [1B] Sorcery: Grave Strength [1R] Instant: Puncture Bolt [4] Artifact: Vibrating Sphere [2R] Sorcery: Barrage of Boulders [1R] Instant: Skullcrack [2] Artifact: Baton of Morale [None] Basic Land, Plains: Plains [R] Enchantment, Aura: Imposing Visage [B] Creature, Shade: Slithering Shade [2BB] Creature, Human Archer Minion: Bounty Hunter [1] Artifact, Equipment: Darksteel Axe [BR] Creature, Goblin Warrior: Goblin Deathraiders [2R] Creature, Goblin: Goblin Cavaliers [2U] Artifact Creature, Human Wizard: Esper Battlemage [3R] Creature, Goblin: Goblin Gardener [5WW] Enchantment: Touch of the Eternal [3] Artifact: Whirlermaker [1U] Enchantment, Aura: Sunken Field [None] Plane, Kolbahan: Astral Arena [3GG] Enchantment: Midsummer Revel [2U] Enchantment Creature, Chimera: Riptide Chimera [4R] Creature, Sliver: Thorncaster Sliver [U] Enchantment, Aura: Defensive Stance [3] Artifact Creature, Soldier: Soldier Replica [W] Enchantment, Aura: Lifelink [2WW] Enchantment: Marshal's Anthem [5] Artifact: Lifeline [XR] Sorcery: Disintegrate [U/BU/B] Instant: Shadow of Doubt [3G] Creature, Volver: Anavolver [4UUU] Creature, Spawn: Elder Spawn [1W] Creature, Unicorn: Revered Unicorn [1] Artifact: Gremlin Mine [2U] Creature, Illusion: Fleeting Image [3] Artifact: Horn of Greed [0] Artifact: Chrome Mox [G] Creature, Ferret: Joven's Ferrets [2W] Creature, Human Wizard: Auramancer [1WU] Creature, Sliver: Opaline Sliver [2BB] Creature, Human Cleric: Disciple of Phenax [3BBB] Creature, Vampire: Necropolis Regent [B] Creature, Vampire Rogue: Quag Vampires [1G] Creature, Elf: Gaea's Herald [3U] Instant: Disorient [2RG] Sorcery: Wreak Havoc [5B] Creature, Avatar: Keeper of Tresserhorn [1BB] Creature, Zombie: Cemetery Reaper [2B] Enchantment: Endbringer's Revel [1BR] Enchantment: Corrosion [B/RB/RB/R] Creature, Elemental Warrior: Ashenmoor Gouger [1UU] Creature, Wall: Wall of Air [2U] Instant: Artificer's Epiphany [6BB] Creature, Demon: Tombstalker [2G] Sorcery: Journey of Discovery [3BBB] Creature, Demon: Xathrid Demon [4G] Creature, Elf Archer: Greatbow Doyen [5U] Creature, Djinn: Zanam Djinn [4W] Sorcery: Evangelize [W] Enchantment: Soul Snare [7] Artifact Creature, Construct: Pentavus [B] Instant: Burnt Offering [3R] Creature, Spirit: Kami of Fire's Roar [3] Artifact: Scepter of Empires [3B] Enchantment, Aura: Strands of Undeath [4U] Instant: Spin into Myth [UU] Enchantment, Aura: Steal Enchantment [1U] Instant: Downpour [1G] Enchantment: Evolutionary Leap [5W] Sorcery: Vanquish the Foul [W] Creature, Human Cleric: Royal Herbalist [2W] Enchantment: Samite Sanctuary [3U] Creature, Human Wizard: Rummaging Wizard [1BB] Enchantment: Phyrexian Arena [2R] Enchantment, Aura: Crusher Zendikon [3W] Creature, Human Wizard: Magus of the Tabernacle [4B] Creature, Zombie: Raving Dead [4GG] Creature, Kavu: Kavu Howler [5GG] Creature, Elf Mutant: Wirewood Guardian [UU] Enchantment, Aura: Power Artifact [2RR] Creature, Goblin Warrior: Goblin Razerunners [UU] Sorcery: Transmute Artifact [4G] Creature, Spider: Plated Spider [1RR] Creature, Human: Cave People [1BB] Enchantment: Cabal Shrine [R] Instant: Electrickery [5RR] Creature, Dragon: Shivan Hellkite [3GG] Creature, Elemental: Llanowar Behemoth [2U] Instant: Spell Contortion [1G] Enchantment: Assault Formation [3W] Creature, Human Soldier: Liege of the Axe [1U] Instant: Rites of Refusal [None] Land: Ravaged Highlands [4B] Creature, Zombie Djinn: Silumgar Butcher [3U] Sorcery: Sight Beyond Sight [1WW] Creature, Dwarf Soldier: Aerial Responder [2U] Enchantment: Planeswalker's Mischief [None] Land: Clifftop Retreat [2U] Creature, Human Wizard: Crafty Pathmage [3GG] Enchantment, Aura: Verdant Embrace [2RR] Creature, Dragon: Fledgling Dragon [2BB] Tribal Sorcery, Rogue: Noggin Whack [3W] Creature, Griffin: Abbey Griffin [U] Instant: Fleeting Distraction [None] Land: Fungal Reaches [3B] Creature, Zombie Turtle: Wandering Tombshell [4] Artifact: Decimator Web [R] Sorcery: Burst of Speed [1GG] Legendary Creature, Human Monk: Dosan the Falling Leaf [WW] Creature, Kor Soldier: Kor Firewalker [1B] Enchantment, Aura: Lingering Death [2G] Creature, Dryad Shaman: Ivy Dancer [4] Artifact Creature, Juggernaut: Otarian Juggernaut [GW] Instant: Heroes' Reunion [R/W] Creature, Dwarf Soldier: Duergar Assailant [4GG] Creature, Wurm Spirit: Phantom Wurm [3RR] Creature, Elemental Spirit: Malignus [3R] Creature, Viashino Warrior: Viashino Warrior [WB] Creature, Human Warrior: Chief of the Scale [1G] Creature, Human Warrior: Beastbreaker of Bala Ged [1W] Creature, Cat Scout: Oreskos Explorer [1U] Creature, Faerie Rogue: Surveilling Sprite [3B] Creature, Vampire: Falkenrath Noble [1G] Sorcery: Sylvan Scrying [2B] Enchantment: Necra Sanctuary [3B] Instant: Where [3G] Creature, Elf: Gamekeeper [None] Snow Land: Mouth of Ronom [3G] Sorcery: Unyaro Bee Sting [2WW] Creature, Human Soldier: Kjeldoran Escort [2BB] Legendary Enchantment Artifact: Whip of Erebos [1G] Creature, Snake Warrior Archer: Matsu-Tribe Sniper [B] Sorcery: Deadly Allure [GW] Creature, Dryad Shaman: Vitu-Ghazi Guildmage [None] Plane, Innistrad: Gavony [2] Artifact: Grindclock [5GG] Creature, Beast: Skyshroud Behemoth [3] Artifact: Runed Arch [2BB] Creature, Demon: Archdemon of Paliano [XBB] Sorcery: Dread Summons [1BB] Enchantment: Hissing Miasma [WW] Summon, Chicken: Mesa Chicken [4] Artifact: Noetic Scales [1G] Creature, Plant: Sylvan Caryatid [3] Artifact Creature, Elk: Burnished Hart [2GU] Sorcery: Unexpected Results [2G] Creature, Elf Archer: Sacellum Archers [1G] Enchantment: Elfhame Sanctuary [None] Land: Homeward Path [1GG] Creature, Elf Shaman: Viridian Corrupter [2UU] Instant: Minamo's Meddling [None] Land: Mortuary Mire [3GG] Enchantment: Lost in the Woods [1R] Creature, Elemental: Hellspark Elemental [3G] Creature, Hound Warrior: Salt Road Ambushers [2B] Creature, Human Warrior: Moriok Reaver [2] Artifact: Sacred Armory [2WB] Legendary Creature, Human Wizard: Triad of Fates [3] Artifact: Obelisk of Bant [1G] Instant: Tribute to the Wild [2RG] Creature, Kavu: Yavimaya Kavu [4R] Creature, Hellion: Cinder Hellion [2U] Creature, Drake: Wind Drake [XGG] Creature, Beast: Krakilin [6] Artifact Creature, Horror: Arcbound Fiend [4RR] Sorcery: Descent of the Dragons [1R] Enchantment: Impending Disaster [GGWW] Legendary Creature, Dryad: Trostani, Selesnya's Voice [W] Instant: Heal [3U] Creature, Bird Soldier: Keeneye Aven [2R] Enchantment, Aura: Dragon Grip [1R] Instant: Harvest Pyre [1G] Sorcery: Explore [2WW] Creature, Elk: Glimmerpoint Stag [2U] Enchantment: Energy Flux [2G] Instant: Flash Foliage [2GW] Legendary Creature, Human Cleric: Asmira, Holy Avenger [1G] Creature, Elk: Dawntreader Elk [2W] Enchantment: Knighthood [3UU] Creature, Drake: Double Header [W] Creature, Human Scout: Salvage Scout [1WB] Enchantment: Circle of Despair [3] Artifact: Obelisk of Grixis [4UR] Artifact Creature, Minotaur Wizard: Etherium-Horn Sorcerer [1W] Enchantment, Aura: Defang [1WW] Creature, Cat Knight: Kemba's Skyguard [4GW] Legendary Creature, Elder Dragon: Dragonlord Dromoka [2UU] Instant: Reverberation [3G] Enchantment: From Beyond [2B] Instant: Spoils of Evil [3] Artifact, Equipment: Brawler's Plate [1RR] Creature, Giant: Pygmy Giant [2GGG] Instant: Beast Attack [5WW] Creature, Human Cleric: Ancestor's Chosen [GW] Sorcery: Call of the Conclave [1U] Instant: Jace's Scrutiny [2R] Creature, Insect: Cavern Crawler [3RR] Creature, Elemental Wolf: Wolf of Devil's Breach [3U] Creature, Moonfolk Wizard: Soratami Mindsweeper [2WW] Creature, Angel: Seraph of Dawn [5] Artifact: Cauldron of Souls [3] Artifact: Urza's Incubator [3W] Instant: Abuna's Chant [4] Artifact: Knowledge Vault [5RR] Creature, Beast: Laccolith Titan [1GG] Creature, Elf Druid Shaman: Mul Daya Channelers [4B] Creature, Gorgon: Masked Gorgon [3G] Enchantment: Living Lands [2] Artifact: Stabilizer [1U] Creature, Merfolk Soldier: Sejiri Merfolk [2BB] Creature, Vampire Shaman Ally: Bloodbond Vampire [2R] Sorcery: Acidic Soil [G] Creature, Spirit: Traproot Kami [2GG] Enchantment: Emrakul's Influence [3GG] Creature, Elf Warrior Ally: Tajuru Warcaller [2U] Instant: When [BB] Creature, Zombie Knight: Stromgald Crusader [4B] Creature, Faerie Wizard: Nightshade Schemers [1G] Instant: Strength in Numbers [XUU] Instant, Arcane: Disrupting Shoal [3B] Sorcery: Mental Agony [3U] Enchantment: Pendrell Mists [2BBB] Sorcery: Hellfire [1W] Creature, Bird: Cardpecker [2U] Sorcery: Donate [1R] Creature, Goblin: Mogg Jailer [2BB] Creature, Zombie: The Fallen Apart [3R] Instant: Grab the Reins [None] Legendary Creature, Werewolf: Ulrich, Uncontested Alpha [2] Artifact: Doubling Cube [4W] Creature, Human Soldier: Elite Scaleguard [1G] Enchantment, Aura: Crown of Vigor [None] Vanguard: Eladamri [6] Artifact Creature, Construct: Phyrexian Devourer [3W] Legendary Enchantment: Day of Destiny [4] Artifact, Equipment: Lashwrithe [1R] Enchantment: Goblin Festival [4RR] Enchant Creature: Curse of the Fire Penguin [3R] Creature, Elemental: Vent Sentinel [2BB] Creature, Lhurgoyf: Mortivore [None] Creature, Werewolf: Neck Breaker [UB] Artifact Creature, Bird: Baleful Strix [3R] Enchantment: Melting [1RR] Creature, Goblin Warrior: Goblin Artillery [1B] Creature, Human Warrior: Kolaghan Skirmisher [2G] Enchantment: Symbiotic Deployment [1RRR] Creature, Elemental: Obsidian Fireheart [3] Artifact, Equipment: Greatsword [2W] Creature, Human Soldier Archer: D'Avenant Archer [2RR] Sorcery, Arcane: Sunder from Within [1R] Instant: Brute Strength [3B] Creature, Skeleton: Dimir House Guard [2U] Instant: Force Void [1RG] Creature, Atog: Lithatog [4B] Creature, Human Shaman: Bitterheart Witch [1] Artifact: Sungrass Egg [RR] Creature, Goblin: Ember Hauler [4RRR] Creature, Dragon: Furyborn Hellkite [2W] Enchantment: Hidden Retreat [7] Artifact: Altar of Shadows [1W] Creature, Human Rebel: Errant Doomsayers [4] Artifact: Tower of Fortunes [2W] Enchantment: Hanna's Custody [1BB] Instant: Swat [1W] Instant: Defiant Stand [1GW] Creature, Cat: Fleetfoot Panther [4GG] Creature, Beast: Baloth Woodcrasher [2GW] Enchantment: Reclamation [1WW] Enchantment: Celestial Dawn [1B] Creature, Horror Mercenary: Misshapen Fiend [4W] Creature, Spirit: Torii Watchward [4] Artifact: Weakstone [None] Vanguard: Karona, False God Avatar [XR] Sorcery: Crater's Claws [2WW] Creature, Human Knight: Aysen Crusader [5G] Creature, Elf: Woodcloaker [3G] Creature, Eldrazi Drone: Kozilek's Predator [4R] Creature, Goat Beast: Crested Craghorn [3U] Creature, Drake: Viral Drake [UU] Instant: Mana Drain [2W] Creature, Spirit: Soulsworn Jury [0] Artifact: Claws of Gix [3RR] Creature, Dragon: Mirrorwing Dragon [1] Artifact: Scroll of Griselbrand [None] Legendary Land: Tolaria [2G] Sorcery: Lair Delve [3G] Enchantment, Aura: Predatory Urge [4GG] Legendary Creature, Snake Monk: Seshiro the Anointed [3U] Instant: Deflection [1WW] Artifact: Scepter of Dominance [4] Artifact: Tower of Eons [G] Instant: Oxidize [2U] Enchantment: Tidal Influence [4R] Instant: Skeletonize [2W] Enchantment: Opal Avenger [2G] Creature, Elf: Yavimaya Granger [2W] Instant: Oblation [3] Artifact: Wirefly Hive [1UB] Creature, Human Assassin: Stalking Assassin [G] Creature, Snake Shaman Scout: Sakura-Tribe Scout [5U] Creature, Elemental: Aethersnipe [3U] Instant: Plagiarize [2B] Summon, Imp: Jumbo Imp [1B] Creature, Wall: Wall of Corpses [2W] Instant: Renewed Faith [5BB] Creature, Horror: Phantasmagorian [None] Land: City of Ass [None] Land: Holdout Settlement [4WW] Sorcery: Descend upon the Sinful [XRR] Sorcery: Titan's Revenge [5UU] Creature, Sphinx: Sphinx of the Final Word [2W] Creature, Human Knight: Defender of Law [2G] Creature, Elf Warrior: Imperious Perfect [2R] Creature, Boar: Razor Swine [2BB] Enchantment: Brink of Madness [2RG] Creature, Snake: Voracious Cobra [1R] Creature, Goblin: Sparksmith [B/R] Instant: Scar [1GW] Artifact, Equipment: Behemoth Sledge [BB] Creature, Human Wizard: Cuombajj Witches [W/BW/BW/B] Creature, Spirit: Restless Apparition [2B] Sorcery: Prying Questions [3G] Creature, Elf: Symbiotic Elf [2W] Enchantment: Rule of Law [2WW] Creature, Antelope: Graceful Antelope [1WW] Enchantment: Divine Sacrament [3R] Sorcery: Boiling Seas [3BBB] Creature, Horror: Cosmic Horror [1RR] Creature, Goblin Warrior: Goblin General [6] Artifact: Knowledge Pool [3G] Instant: Springsage Ritual [2R] Creature, Human Warrior: Manic Vandal [B] Creature, Rat: Muck Rats [3RR] Creature, Djinn: Kookus [1GG] Enchantment: Druids' Repository [3GG] Creature, Spider: Silklash Spider [3] Artifact Creature, Myr: Darksteel Myr [4G] Creature, Elemental: Embodiment of Insight [2U] Enchantment, Aura: Infiltrator's Magemark [2GG] Creature, Shapeshifter: Chameleon Colossus [1UU] Creature, Merfolk Wizard: Lullmage Mentor [BB] Creature, Vampire Warrior: Gatekeeper of Malakir [R] Instant: Overload [5] Artifact: Naked Singularity [3R] Creature, Cat: Wild Jhovall [3BB] Creature, Vampire: Repentant Vampire [1GG] Legendary Creature, Cat Warrior: Mirri, Cat Warrior [4] Artifact Creature, Juggernaut: Juggernaut [5WWW] Legendary Creature, Spirit: Myojin of Cleansing Fire [2GG] Creature, Elemental Mutant: Cytoplast Root-Kin [UU] Creature, Merfolk Wizard: Harbinger of the Tides [1U] Creature, Zombie: Seagraf Skaab [4U] Creature, Spirit: Battleground Geist [1B] Creature, Human Rogue: Corpse Hauler [4U] Legendary Creature, Human Wizard: Heidar, Rimewind Master [1U] Sorcery: Mana Severance [1GG] Creature, Spirit: Carven Caryatid [1] Artifact: Scrabbling Claws [1G] Creature, Bear: Forest Bear [7UUU] Sorcery: Eternal Dominion [1G] Instant: Wildwood Rebirth [4B] Instant: Cruel Revival [XG] Enchantment: Mana Bloom [2W] Creature, Spirit: Nikko-Onna [2G] Enchantment: Rites of Flourishing [B] Creature, Human Cleric: Acolyte of Xathrid [2BB] Creature, Zombie Wizard: Nightscape Master [1WW] Legendary Creature, Human Cleric: Oriss, Samite Guardian [3G] Creature, Bear: River Bear [4U] Creature, Spirit: Quillmane Baku [4B/P] Artifact Creature, Horror: Pith Driller [RG] Sorcery: Hull Breach [4WWW] Creature, Avatar: Serra Avatar [2U] Creature, Human Wizard: Aphetto Grifter [5R] Enchantment, Aura: Lightning Diadem [2WW] Creature, Human Archer: Arbalest Elite [XU] Instant: Icy Blast [2W] Creature, Spirit: Blessed Spirits [B] Instant: Booster Tutor [1W] Creature, Elephant Soldier: Loxodon Peacekeeper [3G] Creature, Snake Warrior: Kashi-Tribe Reaver [1UU] Creature, Merfolk Knight: Vodalian Knights [1W] Sorcery: Steadfastness [1GG] Creature, Human Shaman: Eternal Witness [2BG] Legendary Creature, Human Shaman: Meren of Clan Nel Toth [BB] Sorcery: Distress [3BB] Enchantment: Yawgmoth's Agenda [RR] Creature, Slith: Slith Firewalker [None] Creature, Angel: Angel [1R] Creature, Human Wizard: Rage Weaver [1GW] Sorcery: Simple [3UU] Creature, Shapeshifter: Vesuvan Shapeshifter [3G] Instant: Might of Oaks [None] Land: Havenwood Battleground [1W] Enchantment, Aura: Gleam of Authority [None] Land, Island Mountain: Steam Vents [4BBB] Creature, Demon Minion: Minion of Tevesh Szat [2U] Artifact Creature, Myr: Sarcomite Myr [5W] Creature, Giant: Chronosavant [3GG] Sorcery: Stunted Growth [3B] Enchantment, Aura: Weight of the Underworld [1] Artifact, Equipment: Neurok Hoversail [None] Land: Terminal Moraine [3] Artifact: Thunderstaff [2URW] Creature, Djinn Wizard: Warden of the Eye [WB] Legendary Creature, Spirit Advisor: Karlov of the Ghost Council [3B] Creature, Shade: Hoar Shade [WB] Creature, Vampire: Tithe Drinker [4BB] Creature, Vampire: Vengeful Vampire [1U] Creature, Human Wizard: Azure Mage [B] Snow Creature, Skeleton: Rimebound Dead [3BBB] Legendary Creature, Human Warrior: Commander Greven il-Vec [R] Enchantment: Brutal Suppression [2BB] Creature, Nightmare Horror: Faceless Butcher [4] Artifact: Panharmonicon [G] Instant: Withstand Death [2] Artifact: Fire Diamond [3WW] Creature, Human Soldier: Steam Catapult [4R] Creature, Elemental: Bloodpyre Elemental [2R] Creature, Hound: Zodiac Dog [1U] Creature, Sponge: Walking Sponge [U] Instant: Hydrosurge [1U] Instant, Arcane: Peer Through Depths [1B] Creature, Rat: Ravenous Rats [GW] Creature, Sliver: Victual Sliver [2] Artifact, Vehicle: Sky Skiff [1R] Creature, Goblin: Goblin Glider [3B] Instant: Tendrils of Corruption [1W] Enchantment, Aura: Divine Favor [1W] Instant: Redeem [1W] Instant: Formation [1B] Instant: Diabolic Edict [1G] Creature, Mongoose: Blurred Mongoose [1W] Creature, Cat Beast: Felidar Cub [W] Instant: Stave Off [2R] Enchantment Creature, Nymph: Spearpoint Oread [2G] Instant: Luminescent Rain [1W] Creature, Unicorn: Ronom Unicorn [7] Creature, Eldrazi Hippogriff: Wretched Gryff [3W] Creature, Bird Soldier: High Sentinels of Arashin [6WW] Sorcery: Invincible Hymn [2R] Sorcery: Search for Survivors [2] Artifact: Ankh of Mishra [3R] Creature, Goblin: Skirk Outrider [XU] Instant: Winter's Chill [3R] Creature, Slug: Rocket-Powered Turbo Slug [4WWW] Instant: Fated Retribution [W] Creature, Bird: War Falcon [4BB] Legendary Creature, Demon: Ob Nixilis, Unshackled [1U] Creature, Spirit: Tattered Haunter [1] Artifact, Equipment: Wolfhunter's Quiver [2G] Creature, Ape: Gorilla Pack [4] Artifact: Junkyo Bell [4B] Creature, Zombie: Polluted Dead [2U] Instant: Intuition [3] Artifact: Tangle Wire [1G] Creature, Human Druid: Hermit Druid [2G] Creature, Mole Beast: Graf Mole [1GG] Creature, Plant: Grave Bramble [3B] Creature, Demon Spirit: Razorjaw Oni [1W] Creature, Donkey Townsfolk: Cheap Ass [4W] Creature, Human Soldier: Icatian Phalanx [2R] Creature, Sliver: Sedge Sliver [3] Artifact: Bloodstone Cameo [1W] Creature, Kithkin Soldier: Kinsbaile Skirmisher [1WW] Enchantment: Convalescent Care [1UU] Instant: Spell Crumple [3W] Enchantment: Cradle of Vitality [1U] Enchantment, Aura: Mistform Mask [3R] Creature, Elemental: Stingmoggie [2GG] Creature, Human Druid: Stone-Seeder Hierophant [5R] Creature, Demon Spirit: Oni of Wild Places [1BB] Creature, Zombie Assassin: Stronghold Assassin [BB] Sorcery: Death Stroke [U] Sorcery: Mind Bomb [10] Creature, Eldrazi Boar: Decimator of the Provinces [2B] Instant: Drag Down [None] Land: Stone Quarry [1B] Sorcery: Desperate Research [1W] Instant, Arcane: Candles' Glow [2W] Instant: Spiritualize [2B] Instant: Dark Dabbling [2UU] Instant: Careful Consideration [2R] Creature, Kavu Scout: Kavu Scout [6R] Sorcery: Searing Flesh [RR] Instant: Searing Blood [1R] Sorcery: Seismic Stomp [2G] Sorcery: Stomp and Howl [1WW] Creature, Human Knight: Wingsteed Rider [5WW] Legendary Creature, Human Samurai: Konda, Lord of Eiganjo [1BB] Enchantment: Oppression [2U] Creature, Human Wizard: Neurok Prodigy [1R] Legendary Creature, Goblin Warrior: Ishi-Ishi, Akki Crackshot [2B] Creature, Imp: Nettling Imp [G] Enchantment: Helix Pinnacle [2W] Creature, Centaur Advisor: Lagonna-Band Elder [1U] Creature, Human Wizard: Balduvian Conjurer [B] Instant: Fatal Blow [1UB] Sorcery: Mind Funeral [WW] Creature, Human Cleric: Auriok Champion [3B] Creature, Beast: Undying Beast [None] Creature, Werewolf: Merciless Predator [3U] Enchantment, Aura: Protective Bubble [3] Artifact Creature, Wall: Wall of Spears [1W] Enchantment, Aura: Call to Serve [3RW] Legendary Creature, Angel: Basandra, Battle Seraph [3BB] Creature, Demon: The Wretched [3U] Sorcery: Churning Eddy [2W] Legendary Enchantment: Rune-Tail's Essence [3BG] Creature, Elemental: Lord of Extinction [3BBB] Creature, Spirit: Midnight Banshee [3R] Creature, Goblin Warrior: Bloodshot Trainee [B] Creature, Imp: Pit Imp [2U] Sorcery: Pieces of the Puzzle [5RR] Creature, Dragon: Thunder Dragon [4RRR] Creature, Orgg: Butcher Orgg [4WW] Planeswalker, Elspeth: Elspeth, Sun's Champion [3U] Creature, Eldrazi Drone: Incubator Drone [5G] Sorcery: Tromp the Domains [None] Creature, Human Soldier: Thraben Militia [7U] Sorcery: Treasure Cruise [BR] Legendary Creature, Zombie Warrior: Tymaret, the Murder King [2] Artifact: Darksteel Brute [2BB] Creature, Human Cleric: Cabal Executioner [1G] Instant: Clip Wings [2] Artifact: Wand of Denial [3] Artifact: Warden of the Wall [2G] Sorcery: Cached Defenses [1G] Creature, Wall: Overgrown Battlement [3R] Instant: Volcanic Upheaval [1BB] Sorcery: Lost Legacy [4BB] Legendary Creature, Zombie: Geth, Lord of the Vault [3U] Enchantment, Aura: Malfunction [4] Artifact Creature, Thopter: Drill-Skimmer [5] Artifact Creature, Boar Beast: Clockwork Vorrac [U] Creature, Human: Merchant Ship [1B] Instant: Scent of Nightshade [2] Tribal Artifact, Soldier Equipment: Veteran's Armaments [2B] Creature, Minion: Servant of Volrath [2W] Creature, Human Rebel: Soul Charmer [2B] Creature, Rat: Diseased Vermin [2RG] Creature, Elemental: Zendikar Incarnate [1WW] Legendary Creature, Human Advisor: Pang Tong, "Young Phoenix" [4] Artifact, Equipment: Haunted Plate Mail [3] Artifact: Medicine Bag [2B] Summon, Chicken: Poultrygeist [1R] Creature, Kavu: Rogue Kavu [2RRR] Sorcery: Burn at the Stake [3U] Creature, Horse Fish: Breaching Hippocamp [2U] Enchantment, Aura: Sinking Feeling [3R] Creature, Orc Rogue: Vaultbreaker [None] Land: Gargoyle Castle [3U] Creature, Spirit: Silent Observer [XUUU] Sorcery: Distorting Wake [1G] Creature, Plant Elemental: Plant Elemental [4BB] Sorcery: Morbid Hunger [5WW] Creature, Giant: Ivory Giant [3] Artifact, Equipment: Thirsting Axe [2BBB] Enchantment: Intimidation [5G] Creature, Djinn: Sulam Djinn [2B] Creature, Dauthi Minion: Dauthi Trapper [3B] Creature, Snake: Crypt Cobra [R] Creature, Human Mercenary: Soldier of Fortune [1W] Creature, Human Soldier: Ikiral Outrider [1G] Instant: Respite [G] Instant: Silk Net [3R] Creature, Gremlin: Territorial Gorger [UB] Instant: Lim-Dul's Vault [R] Creature, Goblin: Goblin Digging Team [6G] Sorcery: Roar of the Wurm [3B] Creature, Human Artificer: Maulfist Squad [5UU] Creature, Avatar: Diluvian Primordial [4WW] Creature, Human Soldier: Captain of the Watch [4U] Creature, Drake: Spire Monitor [3] Artifact: Barbed Wire [1RR] Enchantment, Aura: Orcish Mine [4] Artifact: Jade Statue [1B] Creature, Horror: Frightcrawler [R] Creature, Goblin Scout: Goblin Mountaineer [5UU] Snow Creature, Bird: Rimefeather Owl [5UU] Enchantment, Aura: Take Possession [4WW] Creature, Human Cleric: Evangel of Heliod [1U] Instant: Sway of Illusion [1R] Creature, Devil: Scalding Devil [2GG] Creature, Beast: Snarling Undorak [2W] Legendary Enchantment: Oath of Gideon [None] Legendary Land: Yavimaya Hollow [B] Creature, Zombie: Hunted Ghoul [2GG] Creature, Centaur Horror: Possessed Centaur [2BB] Legendary Creature, Zombie Dwarf: Balthor the Defiled [W] Creature, Human Soldier: Champion of the Parish [1W] Enchantment: Entangling Trap [2R] Creature, Human Warrior: Academy Raider [3] Artifact: Semblance Anvil [1] Artifact, Equipment: Leonin Scimitar [None] Land: Wooded Bastion [4RR] Creature, Phoenix: Firestorm Phoenix [4RR] Creature, Dragon: Akoum Hellkite [6GG] Creature, Wolf: Wolf Pack [1R] Enchantment, Aura: Latulla's Orders [W] Enchantment, Aura: White Scarab [BBRR] Legendary Creature, Demon: Rakdos, Lord of Riots [3] Artifact, Equipment: Ronin Warclub [1RG] Creature, Human Shaman: Vithian Renegades [5U] Creature, Turtle: Silburlind Snapper [3BB] Creature, Zombie Giant: Gangrenous Goliath [1U] Enchantment, Aura: Ordeal of Thassa [1U] Creature, Human: Sindbad [1U] Creature, Human Rogue: Invisible Stalker [None] Land: Vitu-Ghazi, the City-Tree [3G] Sorcery: Skyshroud Claim [4] Artifact: Cyclopean Tomb [3B] Creature, Skeleton: Phyrexian Monitor [3BB] Creature, Zombie: Gray Merchant of Asphodel [1GG] Sorcery: Thermokarst [None] Scheme: Ignite the Cloneforge! [1B] Sorcery: Premature Burial [W] Instant: Head to Head [3R] Creature, Elemental Warrior: Ceaseless Searblades [3] Artifact: Unerring Sling [1U] Instant, Arcane: Consuming Vortex [2BB] Creature, Goblin Shaman: Hornet Harasser [3B] Creature, Zombie: Grave Defiler [4U] Creature, Human Wizard: Covert Operative [1UB] Instant: Essence Vortex [3U] Artifact Creature, Faerie Artificer: Faerie Mechanist [2U] Creature, Human Wizard: Survivor of the Unseen [6BBB] Creature, Demon: Demon of Death's Gate [6U] Creature, Rabbit Beast: Vizzerdrix [2R] Creature, Dwarf: Dwarven Sea Clan [W] Creature, Human Cleric: Selfless Cathar [7G] Creature, Wurm: Scaled Wurm [1] Artifact: Lantern of Insight [U] Instant: Intervene [1U] Creature, Merfolk: Darting Merfolk [3B] Enchantment: Death Match [4] Artifact Creature, Bird: Clockwork Condor [4UU] Creature, Merfolk Wizard: Wanderwine Prophets [2W] Creature, Human Cleric: Whipgrass Entangler [4U] Creature, Shapeshifter: Body Double [2G] Creature, Insect: Yavimaya Gnats [4] Artifact: Bottled Cloister [2B] Creature, Ogre Shaman: Takenuma Bleeder [U/RU/R] Creature, Weird: Frostburn Weird [RG] Sorcery: Ground Assault [GW] Creature, Cat Wizard: Qasali Pridemage [3GW] Creature, Elemental: Elderwood Scion [UB] Sorcery: Rise [3W] Creature, Wall: Ageless Sentinels [4] Artifact Creature, Spirit: Dancing Scimitar [4B] Creature, Human Rogue: Charging Bandits [3G] Creature, Elf Rogue: Golgari Decoy [2R] Instant: Turf Wound [3BB] Legendary Creature, Horror Spellshaper: Greel, Mind Raker [None] Land: Cabal Coffers [4U] Creature, Zombie Horror: Lamplighter of Selhoff [3R] Creature, Incarnation: Anger [BG] Creature, Sliver: Darkheart Sliver [1B] Creature, Vampire Soldier: Olivia's Bloodsworn [None] Land: Seafloor Debris [1G/U] Creature, Shapeshifter: Shorecrasher Mimic [None] Land: Fortified Village [2BB] Creature, Zombie: Undead Warchief [4G] Creature, Basilisk: Stone-Cold Basilisk [4R] Creature, Giant Soldier: Towering Thunderfist [3B] Creature, Boar: Zodiac Pig [1GG] Creature, Horror: Glissa's Courier [None] Vanguard: Frenetic Efreet Avatar [6] Artifact Creature, Avatar: Soul of New Phyrexia [3BB] Sorcery: Death's Caress [3WW] Creature, Spirit: Innocence Kami [1RWU] Legendary Creature, Minotaur Monk: Zedruu the Greathearted [5WW] Legendary Creature, Cat Soldier: Raksha Golden Cub [3G] Creature, Elf Warrior: Selvala's Enforcer [4W] Creature, Human Soldier: Nav Squad Commandos [4WW] Creature, Giant Cleric: Ivory Guardians [2W] Creature, Spirit: Azorius Herald [None] Land: Golgari Rot Farm [GW] Sorcery: Glittering Wish [2BGW] Legendary Creature, Fungus Shaman: Ghave, Guru of Spores [3G] Creature, Beast: Herd Gnarr [4] Artifact Creature, Construct: Pierce Strider [1W] Legendary Creature, Fox Samurai: Sensei Golden-Tail [3] Artifact, Equipment: Kusari-Gama [2R] Creature, Vampire Horror: Stromkirk Occultist [3RR] Enchantment: Curse of Marit Lage [2W] Creature, Bird: Wild Aesthir [3G] Creature, Cat Beast: Krosan Vorine [4W/BW/BW/B] Enchantment: Debtors' Knell [8] Legendary Artifact Creature, Golem: Bosh, Iron Golem [3W] Creature, Wall: Sunweb [1W] Instant: Guided Strike [GG] Creature, Spirit: Strangleroot Geist [2WW] Planeswalker, Ajani: Ajani Goldmane [3B] Creature, Scorpion: Bala Ged Scorpion [2U] Creature, Human Advisor: Civilized Scholar [2G] Creature, Human Shaman: Trusted Forcemage [2G] Enchantment, Aura: Feral Invocation [3G] Creature, Wolf: Somberwald Alpha [R/G] Creature, Goblin Warrior: Scuzzback Scrapper [G] Creature, Human Druid: Druid Lyrist [1] Artifact: Sol Ring [1W] Creature, Human Samurai: Inner-Chamber Guard [3R] Creature, Goblin Wizard: Goblin Pyromancer [2] Artifact: Ruby Medallion [2BGU] Creature, Cat Demon: Rakshasa Vizier [3] Artifact: Veilstone Amulet [2] Artifact, Equipment: Trailblazer's Boots [5UU] Creature, Illusion: Mistform Skyreaver [6RR] Creature, Avatar: Excruciator [GGGGGG] Creature, Elemental: Primalcrux [1] Artifact: Helm of Chatzuk [1U] Creature, Thalakos Soldier: Thalakos Sentry [UU] Creature, Human Wizard: Keeper of the Mind [1R] Creature, Kobold: Kobold Overlord [G] Enchantment, Aura: Street Savvy [1G] Enchantment: Volrath's Gardens [None] Artifact, Equipment: Ashmouth Blade [3UU] Creature, Shapeshifter: Vesuvan Doppelganger [1B] Instant: Soul Rend [1] Artifact: Crystal Rod [3W] Creature, Angel: Lightkeeper of Emeria [1] Artifact: Relic of Progenitus [1G] Creature, Hound: Wild Mongrel [None] Plane, Ulgrotha: The Dark Barony [3UU] Instant: Jace's Ingenuity [WUBRG] Legendary Creature, Avatar: Child of Alara [G] Enchantment: Burgeoning [None] Land: Gilt-Leaf Palace [1RR] Creature, Human Shaman: Brothers of Fire [2RR] Creature, Ogre: Sawtooth Ogre [None] Land: Elephant Graveyard [3B] Creature, Human Pirate: Smuggler Captain [4G] Creature, Beast: Bog Gnarr [G] Creature, Cat: Scythe Tiger [3] Artifact, Equipment: Gate Smasher [6WWW] Creature, Archon: Blazing Archon [None] Artifact Land: Great Furnace [None] Land: Spinerock Knoll [3UU] Creature, Human Wizard: Riptide Chronologist [2B] Enchantment, Aura: Necromancer's Magemark [U/BU/B] Creature, Merfolk Rogue: Inkfathom Infiltrator [1U] Creature, Human Wizard: Minamo Scrollkeeper [R] Sorcery: Goblin Grenade [4U] Creature, Human Knight: Gryff Vanguard [2] Artifact, Equipment: Ring of Thune [1W] Creature, Wall: Wall of Essence [5WW] Creature, Avatar: Luminate Primordial [2U] Creature, Eldrazi Drone: Ruination Guide [G] Instant: Viridescent Wisps [5GW] Creature, Dragon: Arashin Sovereign [6R] Sorcery: Cinder Storm [2W] Creature, Spirit: Spirit en-Dal [None] Legendary Land: Urborg, Tomb of Yawgmoth [4GG] Creature, Giant: Primeval Titan [2B] Creature, Spirit: Chilling Apparition [2G] Creature, Elf: Treetop Rangers [UUU] Instant: Fated Infatuation [2U] Creature, Human Advisor: Council of Advisors [1G] Creature, Human Druid: Deathcap Cultivator [GW] Enchantment: Sterling Grove [2R] Creature, Human Samurai: Ronin Houndmaster [3U] Enchantment: Oath of Scholars [W] Instant: Shielded Passage [3BB] Sorcery: From Under the Floorboards [2U] Creature, Merfolk Wizard: Sage of Fables [3UU] Instant: Confirm Suspicions [4WW] Enchantment: The Cheese Stands Alone [None] Legendary Creature, Demon: Withengar Unbound [2RR] Creature, Dragon: Rathi Dragon [3G] Creature, Beast: Root Greevil [WBG] Legendary Creature, Human Soldier: Anafenza, the Foremost [3W] Creature, Elephant Soldier: Ghalma's Warden [3GG] Instant: Dramatic Entrance [1BB] Creature, Thrull: Necrite [2RR] Creature, Viashino Shaman: Retromancer [1WW] Instant: Reverse Damage [5WW] Sorcery: Look at Me, I'm the DCI [XG] Sorcery: Winter Blast [1WU] Creature, Bird Wizard: Aven Mimeomancer [3U] Instant: Gifts Ungiven [1] Artifact: Delif's Cube [5BBB] Legendary Creature, Spirit: Myojin of Night's Reach [1W] Instant: Soul's Grace [3G] Sorcery: Seek the Horizon [R] Creature, Goblin Berserker: Frenzied Goblin [3G] Creature, Horror: Tangle Angler [1W] Creature, Human Soldier: Glory Seeker [2] Artifact: Kry Shield [3RR] Creature, Ogre: Ogre Enforcer [R] Instant: Singe [6] Artifact Creature, Construct: Gemini Engine [4UU] Instant: Will of the Naga [3B] Creature, Zombie: Gravedigger [None] Land: Tolaria West [3R] Creature, Sliver: Magma Sliver [2R] Creature, Human Warrior: Kessig Malcontents [1R] Enchantment, Aura: Giant Spectacle [2] Artifact: Culling Dais [1R] Instant: Lightning Strike [3GGG] Creature, Avatar: Essence of the Wild [URG] Legendary Creature, Elemental: Animar, Soul of Elements [3BB] Creature, Zombie Cleric: Custodi Lich [2RG] Creature, Cyclops: Polis Crusher [6WW] Creature, Angel: Angel of Salvation [5G] Creature, Dragon: Herdchaser Dragon [GGUU] Instant: Plasm Capture [4] Artifact: Witchbane Orb [1WU] Enchantment: Detention Sphere [6G] Creature, Eldrazi: World Breaker [1RR] Sorcery: Molten Rain [4] Artifact: Sandals of Abdallah [R] Creature, Beast: Laccolith Whelp [3W] Creature, Human Samurai Archer: Takeno's Cavalry [G] Creature, Fungus: Utopia Mycon [2R] Enchantment, Aura: Lightning Prowess [3] Artifact: Long-Forgotten Gohei [4U] Enchantment, Aura: Biting Tether [None] Land: Nomad Stadium [R] Creature, Goblin Warrior: Foundry Street Denizen [2RR] Sorcery: Icefall [3WW] Legendary Creature, Angel: Radiant, Archangel [1] Artifact Creature, Golem: Keeper of the Lens [R] Creature, Hound: Hurr Jackal [2B] Creature, Horror: Drinker of Sorrow [None] Creature, Spirit: Spirit [4RR] Sorcery: Jokulhaups [1W] Creature, Bird: Squadron Hawk [4] Artifact Creature, Beast: Arcbound Hybrid [WW] Instant: Reverse Polarity [GU] Creature, Elf Merfolk: Gaea's Skyfolk [2] Artifact Creature, Scarecrow: Chainbreaker [2W] Creature, Licid: Calming Licid [None] Land: Bottomless Vault [1GWU] Creature, Phelddagrif: Questing Phelddagrif [7] Artifact Creature, Myr Construct: Myr Battlesphere [3W] Creature, Bird: Cloudchaser Eagle [XG] Sorcery: Sylvan Offering [G] Instant: Emerald Charm [W] Creature, Human Soldier: Resistance Fighter [2U] Creature, Human Wizard: Telepathic Spies [R] Creature, Devil: Forge Devil [3] Artifact: Gruul Cluestone [2R] Enchantment: Stensia Masquerade [4U/B] Creature, Merfolk Soldier: Gravelgill Axeshark [1G] Instant: Swell of Growth [XG] Sorcery: Enshrined Memories [3BB] Creature, Elemental: Bog Elemental [1GG] Creature, Frog Beast: Anurid Barkripper [4] Artifact Creature, Frog: Frogmite [2B] Sorcery: Dimir Machinations [3B] Sorcery: Witness the End [WW] Creature, Kithkin Cleric: Wizened Cenn [5] Artifact Creature, Golem: Rith's Attendant [2U] Enchantment: Topsy Turvy [4] Artifact: Living Armor [W] Creature, Human Cleric: Benevolent Bodyguard [4B] Creature, Horror: Eater of the Dead [None] Planeswalker, Chandra: Chandra, Roaring Flame [4G] Creature, Beast: Ronom Hulk [2U] Enchantment: Copy Enchantment [4W] Creature, Artificer: Sensor Splicer [2B] Instant: Complete Disregard [2] Artifact: Talisman of Dominance [1W] Creature, Human Cleric: Battlefield Medic [2G] Creature, Werewolf Horror: Shrill Howler [2GG] Creature, Human Shaman: Master of the Wild Hunt [5] Artifact: Blinkmoth Urn [None] Land: Quicksand [1U] Instant: Think Twice [W] Instant: Righteous Blow [1W] Creature, Bird: Duskrider Falcon [1B] Creature, Zombie: Nightscape Familiar [None] Plane, Fabacin: Grove of the Dreampods [3] Artifact: Ensnaring Bridge [2B] Creature, Goblin Rogue: Auntie's Snitch [3R] Summon, Goblins: Goblin Bowling Team [None] Basic Land, Island: Island [2WWBB] Sorcery: Identity Crisis [3U] Creature, Human Wizard: Brushstroke Paintermage [1] Artifact Creature, Insect: Hex Parasite [2G] Enchantment, Aura: Snake Umbra [5] Artifact: Soratami Cloud Chariot [2B] Creature, Zombie: Organ Grinder [UU] Instant: Withdraw [1UR] Creature, Eldrazi Drone: Herald of Kozilek [None] Land: Seafarer's Quay [None] Land: Mogg Hollows [1] Artifact: Chromatic Sphere [3G] Enchantment, Aura: Snowblind [2G] Instant: Sprouting Vines [2W] Instant: Frantic Purification [2W] Creature, Human Soldier: Shu Defender [1RR] Creature, Drake: Fire Drake [7G] Sorcery: Horncaller's Chant [1W] Instant: Samite Ministration [5] Artifact: Mirrorworks [2G] Instant: Remodel [2BB] Creature, Demon: Grinning Demon [4G] Creature, Plant Elephant: Mosstodon [2U] Creature, Spirit: Nebelgast Herald [4BB] Creature, Vampire: Mephidross Vampire [3RG] Creature, Wurm: Gorger Wurm [G] Creature, Human Shaman: Martyr of Spores [5UU] Creature, Kraken: Scourge of Fleets [1BB] Enchantment: Oubliette [4WW] Creature, Cat Spirit: Spirit of the Hearth [3BBB] Legendary Creature, Human Wizard: Cabal Patriarch [1U] Creature, Human Rogue: Daring Sleuth [None] Vanguard: Mirri the Cursed Avatar [2U] Instant: Rushing River [RRRR] Sorcery: Geosurge [4B] Creature, Horror: Hooded Horror [2RR] Enchantment: Magmatic Core [4B] Creature, Spirit: Viscid Lemures [3R] Creature, Giant Warrior: Lowland Oaf [G] Instant: Berserk [2B] Creature, Zombie: Odunos River Trawler [2R] Enchantment: Ghitu War Cry [WUBRG] Legendary Creature, Sliver: Sliver Legion [2G] Instant: Primal Boost [2W] Creature, Human Soldier: Abzan Falconer [None] Land: Hickory Woodlot [5WW] Creature, Angel: Seraph of the Masses [G] World Enchantment: Concordant Crossroads [4] Artifact: Bone Mask [1G] Creature, Horse: Temur Charger [1R] Sorcery: Lava Blister [None] Vanguard: Urza [1W] Creature, Human Soldier: Auriok Steelshaper [3B] Creature, Insect: Mind Maggots [1G] Creature, Faerie: Uktabi Faerie [3B] Sorcery: Oblivion Strike [None] Land: Sejiri Refuge [2WB] Planeswalker, Sorin: Sorin, Lord of Innistrad [5B] Creature, Horror: Face of Fear [3G] Instant: Chameleon Blur [2G] Legendary Creature, Human Shaman: Reki, the History of Kamigawa [1BR] Creature, Bird Shaman: Kathari Bomber [2] Artifact: Mycosynth Wellspring [1RW] Legendary Creature, Dwarf Pilot: Depala, Pilot Exemplar [3U] Creature, Faerie Rogue: Wizened Snitches [2W] Creature, Human Knight: Teferi's Honor Guard [4W] Creature, Bird Soldier: Dragonstalker [G] Creature, Elf Druid: Joraga Treespeaker [5] Artifact Creature, Golem: Arcbound Bruiser [3G] Creature, Plant: Tree of Redemption [2RR] Creature, Elemental: Ember Swallower [3BB] Enchantment: Polluted Bonds [3] Artifact: Scrapheap [1BB] Creature, Human Mercenary: Alley Grifters [4B] Creature, Cat Demon: Rakshasa Gravecaller [1B] Enchantment, Aura: Animate Dead [3W] Enchantment: Sphere of Purity [None] Scheme: The Fate of the Flammable [2W] Enchantment, Aura: Revoke Privileges [3B] Creature, Elemental Warrior: Smoldering Butcher [2W] Enchantment: Pure Reflection [4UU] Creature, Sphinx: Sphinx of Jwar Isle [4] Artifact: Portcullis [4WU] Creature, Dragon: Cunning Breezedancer [5RG] Legendary Creature, Dragon: Atarka, World Render [W] Creature, Human Soldier: Valiant Guard [1RR] Creature, Goblin Warrior: Goblin Warchief [1U] Instant: Enervate [0] Artifact: Mox Emerald [3RR] Legendary Creature, Ogre Shaman: Heartless Hidetsugu [5B/RB/RB/R] Sorcery: Din of the Fireherd [2UB] Sorcery: Lobotomy [XB] Instant: Suffer the Past [3R] Sorcery: Ember Gale [2BB] Creature, Cleric: Entomber Exarch [1W] Creature, Human Soldier: Azorius Arrester [B] Sorcery: Ostracize [2G] Sorcery: Ice Storm [3] Artifact Creature, Construct: Phyrexian Digester [2] Artifact, Equipment: Cultist's Staff [2] Artifact, Equipment: Siren Song Lyre [1U] Creature, Faerie Spellshaper: Cloudseeder [2BR] Creature, Giant: Mountain Titan [None] Land, Gate: Boros Guildgate [X2U] Instant: Stroke of Genius [4] Artifact: Reflecting Mirror [B] Creature, Zombie Goblin: Shambling Goblin [3GG] Creature, Ape Berserker: Gorilla Berserkers [1W] Enchantment, Aura: Forced Worship [4GGG] Creature, Beast: Chancellor of the Tangle [XG] Sorcery: New Frontiers [1G] Creature, Sliver: Predatory Sliver [2R] Creature, Dragon: Dragon Egg [W/U] Creature, Bird: Judge's Familiar [2] Artifact: Dimir Signet [3R] Sorcery: Suffering [2R] Creature, Goblin Rogue: Goblin Secret Agent [4W] Creature, Human Knight Ally: Hero of Goma Fada [3] Artifact Creature, Drone: Training Drone [1W] Enchantment: Stony Silence [4] Artifact: War Barge [2G] Instant: Appetite for the Unnatural [XXX] Artifact: Astral Cornucopia [4] Artifact: Muse Vessel [W] Creature, Human Soldier Scout: Icatian Scout [3] Artifact: Kolaghan Monument [3G] Sorcery: Kamahl's Summons [1W] Enchantment, Aura: Spirit Mantle [2G] Instant: Inspiring Call [4] Artifact: Ghirapur Orrery [2UU] Enchantment: Thopter Spy Network [3W] Enchantment: Castle [1BB] Creature, Rat: Relentless Rats [None] Phenomenon: Chaotic Aether [XUB] Instant: Malicious Advice [3WW] Creature, Human Knight: Lightwielder Paladin [None] Plane, Zendikar: Hedron Fields of Agadeem [2RR] Sorcery: Chain Reaction [5R] Enchantment: Warstorm Surge [4W] Instant: Sanctified Charge [2R] Creature, Human Barbarian: Barbarian Lunatic [U] Instant: Thought Scour [3] Artifact: Golgari Keyrune [3U] Creature, Drake: Pendrell Drake [None] Land, Urzas Mine: Urza's Mine [B] Instant: Unnatural Endurance [2] Artifact: Tower of Coireall [U] Sorcery: Tome Scour [2BR] Instant: Wrecking Ball [4GG] Creature, Kavu: Kavu Mauler [3RR] Instant: Dissension in the Ranks [5BB] Legendary Creature, Vampire: Shauku, Endbringer [R] Instant: Burst Lightning [UUU] Creature, Human Wizard: Patron Wizard [3U] Instant: Mindstatic [3R] Creature, Beast: Shaleskin Plower [4R] Enchantment: Where Ancients Tread [2R] Enchantment: Impatience [GW] Creature, Wolf: Watchwolf [3BB] Creature, Vampire Knight: Markov Dreadknight [2R] Creature, Spirit: Ghost-Lit Raider [4] Artifact: Door of Destinies [5] Artifact: Seal of the Guildpact [2G] Creature, Beast: Silt Crawler [1U] Enchantment, Aura: Spectral Prison [1WW] Instant: Hold the Line [B] Creature, Snake: Pharika's Chosen [3BB] Creature, Harpy: Shrike Harpy [2W] Enchantment, Aura: Hope Against Hope [3W] Creature, Human Wizard: Auriok Windwalker [5G] Creature, Insect: Ambush Krotiq [7] Artifact Creature, Golem: Altar Golem [3GG] Instant: Scatter the Seeds [2GG] Creature, Elf Warrior: Tel-Jilad Fallen [2W] Enchantment, Aura: Floating Shield [2U] Enchantment: Attunement [1W] Sorcery: Peace Talks [1W] Enchantment: Unlikely Alliance [None] Land: Lotus Vale [1B] Creature, Human Rogue Ally: Zulaport Cutthroat [2UU] Creature, Human Wizard: Riptide Director [1W] Sorcery: Temporary Truce [2GG] Creature, Satyr: Willow Satyr [1BB] Creature, Human Assassin: Agent of the Fates [2] Artifact: Water Gun Balloon Game [1BB] Creature, Human Mercenary: Bog Smugglers [None] Land: Tower of the Magistrate [1UU] Enchantment: Memory Erosion [4] Artifact: Skullcage [2U] Instant: Aether Tradewinds [None] Creature, Werewolf: Moonrise Intruder [1BB] Creature, Zombie: Lord of the Undead [W] Creature, Thrull: Dutiful Thrull [1WWU] Instant: Azorius Ploy [1G] Enchantment: Sylvan Library [BB] Artifact: Scepter of Fugue [3] Artifact Creature, Goblin: Goblin Replica [W] Instant: Blaze of Glory [4R] Creature, Ogre: Ogre Leadfoot [2B] Creature, Human Wizard: Ashiok's Adept [4] Artifact: Elixir of Vitality [2U] Enchantment: Monastery Siege [2UU] Sorcery: Pull from the Deep [2U] Instant: Turn [2R] Creature, Goblin Warrior: Goblin Spelunkers [2W] Enchantment: Words of Worship [1R] Enchantment, Aura Curse: Curse of the Pierced Heart [3WW] Creature, Bird: Shriek Raptor [2BB] Sorcery: Wet Willie of the Damned [3G] Instant: Return to the Earth [None] Land: Hinterland Harbor [1W] Instant: Kjeldoran War Cry [2BB] Creature, Specter: Guul Draz Specter [3] Artifact Creature, Construct: Thermal Navigator [2UU] Instant, Trap: Mindbreak Trap [2GG] Creature, Elf Shaman: Wildheart Invoker [5GG] Creature, Troll: Mossbridge Troll [GU] Creature, Fish Crab: Shambleshark [2B] Enchantment, Aura: Unhallowed Pact [1UB] Creature, Eldrazi Drone: Mindmelter [4] Artifact: Gruul War Plow [1W] Enchantment: Sacred Ground [6] Artifact: Doom Cannon [2BB] Artifact: Immortal Coil [G] Enchantment, Aura: One with Nature [None] Land, Island: Moonring Island [2U] Enchantment, Aura: Relic Bind [GW] Legendary Creature, Human Scout: Saffi Eriksdotter [6UU] Creature, Serpent: Denizen of the Deep [1W] Enchantment, Aura: Ordeal of Heliod [U] Instant: Vapor Snag [2G] Creature, Human Horror: Emrakul's Evangel [None] Land, Mountain Plains: Plateau [1U] Instant: Turn the Tide [2UU] Instant: Rewind [RW] Instant: Boros Charm [2U] Creature, Spirit: Fettergeist [6G] Creature, Elemental Mutant: Cytospawn Shambler [1] Artifact: Liar's Pendulum [5GG] Creature, Elemental: Gaea's Revenge [3R] Sorcery: Lightning Javelin [3U] Creature, Illusion Wall: Nivix Barrier [1R] Instant: Flame Burst [1U] Creature, Faerie: Sea Sprite [4R] Creature, Human Warrior: Vulshok Battlemaster [5U] Creature, Drake: Sapphire Drake [1W] Instant: Battlewise Valor [2G] Enchantment: Mighty Emergence [4] Artifact: Tower of Champions [None] Scheme: Look Skyward and Despair [4RG] Sorcery: Vengeful Rebirth [4R] Creature, Elemental: Ingot Chewer [2WW] Sorcery: Resurrection [XRR] Instant: Comet Storm [2BB] Creature, Eldrazi: Inverter of Truth [3B] Sorcery: March of the Returned [2] Artifact, Equipment: Wooden Stake [2G] Legendary Creature, Elf Scout: Nissa, Vastwood Seer [4U] Creature, Shapeshifter: Mercurial Pretender [GG] Creature, Turtle: Vintara Snapper [4B] Creature, Zombie: Sibsig Host [2UU] Creature, Spirit: Ghost Ship [GW] Creature, Human Druid Knight: Steward of Valeron [1R] Enchantment, Aura Curse: Curse of Stalked Prey [4RR] Legendary Creature, Human Warrior: Maraxus of Keld [2W] Enchantment: Arenson's Aura [XR] Sorcery: Subterranean Tremors [3] Artifact: Goblin Lyre [5WU] Legendary Creature, Dragon: Ojutai, Soul of Winter [1W] Creature, Human Knight: Accorder Paladin [3RR] Legendary Creature, Human Soldier Warrior: Ma Chao, Western Warrior [2G] Sorcery: Map the Wastes [6] Artifact Creature, Golem: Razor Golem [XBG] Sorcery: Punishment [4W] Creature, Human Soldier: Ardent Militia [3W] Creature, Elephant: War Elephant [W] Creature, Human Soldier: Frontline Strategist [R] Sorcery: Shadowstorm [2R] Instant: Mogg Salvage [3GU] Instant: Ethereal Ambush [BG] Creature, Elf Shaman: Korozda Guildmage [1G] Creature, Hag: Scarwood Hag [1W] Creature, Human Warrior: Seeker of the Way [4WW] Snow Creature, Angel: Adarkar Valkyrie [2] Artifact: Millstone [1BB] Creature, Elemental: Nyxathid [2W] Creature, Elephant Soldier: Selesnya Sentry [1G] Instant: Tel-Jilad Justice [2] Artifact Creature, Construct: Hedron Scrabbler [2G/WG/WG/W] Instant: Fracturing Gust [3R] Sorcery: Lose Calm [2WW] Creature, Human Rebel: Reveille Squad [1B] Enchantment, Aura: Contaminated Ground [5UU] Creature, Elemental: Thundercloud Elemental [2] Artifact Creature, Construct: Walking Atlas [3U] Creature, Worm: Reef Worm [4RR] Creature, Ogre Warrior: Ogre Geargrabber [1B] Enchantment: Bad Moon [2] Artifact, Fortification: Darksteel Garrison [None] Land: Krosan Verge [2UU] Enchantment: Browse [2W] Creature, Human Soldier: Town Sentry [2RW] Creature, Insect: Highspire Mantis [B] Sorcery: Reanimate [WW] Creature, Kor Soldier: Kor Outfitter [1G] Creature, Elf Druid: Druid of the Anima [2WU] Creature, Human Advisor: Council of the Absolute [2R] Enchantment: Deadapult [2G] Creature, Human Scout: Borderland Ranger [XGG] Instant: Strength of the Tajuru [R] Sorcery: Strafe [W] Creature, Human Nomad Cleric: Weathered Wayfarer [U] Instant: Artificial Evolution [1] Artifact: Feldon's Cane [R] Instant: Artifact Blast [1R] Creature, Goblin Warrior: Skinbrand Goblin [5U] Sorcery: Set Adrift [2WW] Legendary Creature, Angel: Linvala, Keeper of Silence [2] Artifact: Lapis Lazuli Talisman [2UU] Enchantment: Leyline of Singularity [2G] Creature, Treefolk: Dungrove Elder [1BB] Sorcery: Death Wish [None] Snow Land: Arctic Flats [RG] Creature, Human Berserker: Scab-Clan Mauler [XRG] Sorcery: Clan Defiance [2U] Creature, Wall: Psychic Membrane [4R] Sorcery: Plunder [3B] Creature, Thrull: Derelor [None] Conspiracy: Summoner's Bond [5BB] Creature, Demon: Overseer of the Damned [1WW] Legendary Artifact, Equipment: Godsend [2UU] Creature, Shapeshifter: Clever Impersonator [1R] Creature, Goblin Shaman: Emberwilde Augur [1R] Creature, Goblin: Kyren Legate [1R] Enchantment: Amok [W] Enchantment: Fasting [3GG] Enchantment, Aura: Gigantiform [3GG] Creature, Treefolk: Wormwood Treefolk [2BB] Enchantment: Nihilistic Glee [2B] Creature, Vampire: Blood Bairn [4B] Creature, Insect: Swarm of Bloodflies [2U] Creature, Siren Soldier: War-Wing Siren [5] Artifact Creature, Wall: Snow Fortress [2G] Creature, Elf Druid: Sacellum Godspeaker [1W] Enchantment: Seal of Cleansing [2B] Creature, Human Rogue: Trespasser il-Vec [2B] Sorcery: Hint of Insanity [W] Creature, Human Cleric: Death Speakers [2BG] Enchantment: Deathreap Ritual [1G] Instant: Solidarity of Heroes [G] Sorcery: Glimpse of Nature [3] Artifact: Zelyon Sword [6] Artifact: Hair-Strung Koto [G] Instant: Magnify [1GW] Creature, Centaur Wizard: Chronicler of Heroes [3B] Creature, Orc Warrior: Brutal Hordechief [1G] Enchantment, Aura: Aspect of Wolf [2U] Enchantment, Aura: Freed from the Real [3] Artifact Creature, Unicorn: Opaline Unicorn [4] Artifact: Coercive Portal [2W] Enchantment: Great Wall [4GG] Creature, Elemental: Aboroth [None] Land: Rugged Prairie [B/R] Creature, Devil: Rakdos Cackler [2R] Enchantment, Aura: Fearsome Temper [0] Artifact: Herbal Poultice [None] Plane, Alara: Bant [1WWW] Creature, Angel: Angel of Jubilation [2G] Enchantment, Aura: Seton's Desire [None] Vanguard: Sisay [1B] Enchantment: Lurking Skirge [1U] Creature, Elemental: Vaporkin [1R] Sorcery: Magmatic Chasm [2U] Creature, Human Wizard: Capricious Sorcerer [1U] Creature, Bird: Owl Familiar [XG] Creature, Hydra: Protean Hydra [RR] Creature, Human Wizard: Keeper of the Flame [1B] Instant: Assassin's Blade [1W] Instant: Celestial Purge [4B/R] Sorcery: Torrent of Souls [2] Artifact: Izzet Signet [1RR] Sorcery: Anger of the Gods [4] Artifact: Soul Foundry [G] Enchantment: Hidden Guerrillas [2G] Creature, Dryad: Wormwood Dryad [2RR] Legendary Creature, Goblin Warrior: Krenko, Mob Boss [2B] Creature, Zombie: Embalmed Brawler [3U] Sorcery: Mimeofacture [U] Creature, Merfolk Wizard: Drowner Initiate [2WW] Creature, Human Knight: Southern Paladin [BRG] Legendary Creature, Insect Wizard: Xira Arien [1B] Enchantment, Aura: Phyresis [3B] Creature, Beast: Guardian Beast [6G] Creature, Elk: Axebane Stag [WW] Creature, Human Soldier: Consul's Lieutenant [4B] Creature, Treefolk Shaman: Fendeep Summoner [None] Legendary Land: R&D's Secret Lair [1W] Enchantment: Time of Heroes [1W] Creature, Cat Soldier: Leonin Squire [B] Enchantment, Aura: Predator's Gambit [3] Artifact: Unstable Obelisk [1B] Enchantment, Aura: Banewasp Affliction [None] Land: Diamond Valley [2R] Enchantment: Goblin War Drums [RWB] Instant: Mardu Charm [XR] Sorcery: Sudden Demise [UU] Enchantment: Pedantic Learning [2WU] Creature, Gargoyle: Harbor Guardian [1UU] Creature, Drake: Horizon Drake [None] Land: Novijen, Heart of Progress [1RR] Creature, Vampire Warrior: Markov Blademaster [6RRR] Sorcery: Worldfire [2G] Creature, Hound Archer: Ainok Artillerist [5GG] Creature, Beast: Spearbreaker Behemoth [4B] Sorcery: Ruthless Disposal [1RG] Enchantment: Fires of Yavimaya [3GG] Enchantment, Aura: Raised by Wolves [1U] Creature, Human Monk: Elusive Spellfist [R] Instant: Rouse the Mob [2G] Enchantment, Aura: Beastmaster's Magemark [1WW] Legendary Creature, Human Rebel: Lin Sivvi, Defiant Hero [6B] Creature, Eldrazi: Dread Defiler [R] Summon, Goblin: Goblin Bookie [2W] Enchantment: Solitary Confinement [4] Artifact: Umbilicus [2RW] Legendary Creature, Giant Warrior: Brion Stoutarm [3R] Enchantment: Sneak Attack [UU] Enchantment: Icy Prison [XR] Instant: Heat Ray [R] Sorcery: Spark of Creativity [1W] Creature, Human Artificer: Myrsmith [1GG] Enchantment: Briar Patch [1GG] Enchantment: Gaea's Anthem [2B] Creature, Zombie Cleric: Rotlung Reanimator [2U] Enchantment: Second Chance [1W] Instant: Reprisal [1] Artifact Creature, Myr: Myr Mindservant [2U] Creature, Human Cleric: Soldevi Heretic [W] Creature, Human Monk: Serra Ascendant [2W] Instant: Rebuke [1RR] World Enchantment: Land's Edge [1BB] Sorcery: Infest [None] Land: Graven Cairns [U] Instant: Defy Gravity [2W] Enchantment: Opal Acrolith [BBB] Creature, Zombie: Geralf's Messenger [1G] Sorcery: Epic Confrontation [4BB] Sorcery: Poison Arrow [1U] Instant: Tidal Bore [2W] Creature, Human Advisor: Brago's Representative [W] Instant: Burst of Energy [2G] Creature, Elf: Skyshroud Sentinel [3W] Creature, Sliver: Essence Sliver [1W] Artifact Creature, Gargoyle: Darklit Gargoyle [1B] Creature, Elemental: Festercreep [4UB] Creature, Eldrazi: Sire of Stagnation [3G] Enchantment, Aura: Pattern of Rebirth [3UU] Enchantment, Aura: Followed Footsteps [BB] Creature, Human Knight: Knight of Stromgald [R] Creature, Lizard: Torpid Moloch [1UU] Creature, Zombie Drake: Stitched Drake [2GU] Enchantment, Aura: Krasis Incubation [4] Artifact: Jester's Cap [3WBG] Creature, Human Warrior: Abzan Guide [1G] Creature, Faerie: Scryb Ranger [1R] Creature, Vampire: Bloodcrazed Neonate [1RR] Creature, Phoenix: Chandra's Phoenix [3BB] Creature, Beast: Thrashing Mudspawn [4BB] Creature, Zombie: Gravespawn Sovereign [3B] Creature, Shade: Zof Shade [2G] Creature, Human Horror: Foul Emissary [4BB] Sorcery: Extinguish All Hope [None] Creature, Zombie Soldier: Unhallowed Cathar [3] Artifact Creature, Gnome: Patchwork Gnomes [1U] Instant: Glamerdye [2GWU] Legendary Creature, Faerie: Rubinia Soulsinger [1R] Creature, Human Pilot: Speedway Fanatic [3RG] Creature, Hellion: Blitz Hellion [1BB] Creature, Rat: Septic Rats [U] Enchantment, Aura: Aboshan's Desire [2RR] Creature, Cyclops: Cyclops of One-Eyed Pass [2UU] Instant: Reins of Power [3RR] Sorcery: Lava Flow [None] Vanguard: Flametongue Kavu Avatar [None] Creature, Plant: Plant [3G] Creature, Elf Shaman: Caller of the Untamed [W] Creature, Cat: Steppe Lynx [2R] Creature, Viashino Rogue: Viashino Racketeer [2RR] Creature, Devil: Impetuous Devils [3B] Creature, Zombie: Undead Servant [2B] Creature, Insect: Deadly Grub [2UU] Legendary Creature, Human Wizard: Venser, Shaper Savant [3RGW] Legendary Creature, Human Wizard: Johan [W/B] Instant: Beckon Apparition [2U] Creature, Human Wizard: Sea Gate Oracle [5G] Instant: Become Immense [2BB] Sorcery: Reprocess [R] Instant: Death Spark [3G] Instant: Chorus of Might [4G] Creature, Treefolk: Magnigoth Treefolk [1WW] Planeswalker, Ajani: Ajani, Caller of the Pride [3U] Creature, Bird: Silver Erne [1G] Creature, Ouphe: Shelkin Brownie [3W] Enchantment: Sphere of Law [2G] Creature, Satyr Rogue: Satyr Piper [4W] Creature, Shapeshifter: Changeling Hero [4R] Instant: Punish the Enemy [1] Artifact: Phyrexian Furnace [3WW] Creature, Bird Cleric: Celestial Gatekeeper [2R] Instant: What [3] Artifact: Dragon Mask [2R] Instant: Rhystic Lightning [3W] Enchantment, Aura: Marked by Honor [2W] Creature, Human Rebel Mercenary: Mercenary Informer [3] Artifact: Heart of Ramos [R] Sorcery: Faithless Looting [0] Artifact: Blacker Lotus [4R/P] Artifact Creature, Cat: Slash Panther [1R] Sorcery: Fire Ambush [4] Artifact, Equipment: Moonsilver Spear [3R] Creature, Human Berserker: Vulshok Berserker [G/U] Instant: Bioshift [U] Instant: Illusion [4R] Creature, Elemental Boar: Valakut Fireboar [3R] Creature, Goblin Warrior: Goblin S.W.A.T. Team [BB] Enchantment: Gate to Phyrexia [3WW] Creature, Angel: Starlit Angel [None] Artifact Land: Vault of Whispers [1BR] Instant: Fire Covenant [1B] Creature, Zombie Cleric: Boneknitter [2BR] Sorcery: Slaughter Games [2WW] Instant: Altar's Light [R] Creature, Goat: Zodiac Goat [BB] Enchantment: Deathgrip [3RR] Enchantment, Aura: Conquer [3U] Creature, Jellyfish: Clinging Anemones [3B] Sorcery: Bitter Revelation [6BR] Creature, Vampire Dragon: Vampiric Dragon [5RR] Creature, Dragon: Dream Pillager [RG] Sorcery: Blood [1U] Creature, Eldrazi Drone: Blinding Drone [3W] Instant: Defensive Maneuvers [1R] Creature, Wall: Wall of Diffusion [1GW] Enchantment, Aura: Sigil of the Nayan Gods [4UU] Enchantment Creature, Human Wizard: Archetype of Imagination [1GG] Enchantment, Aura: Squirrel Nest [4W] Creature, Bird Wizard: Aerie Mystics [2U] Enchantment, Aura: Paralyzing Grasp [B] Sorcery: Taste of Blood [1W] Artifact Creature, Human Cleric: Ethersworn Canonist [5] Artifact Creature, Juggernaut: Leveler [2B] Sorcery: Hand of Death [5] Artifact Creature, Scarecrow: Blazethorn Scarecrow [3] Artifact: Cryptolith Fragment [U] Instant: Moonlace [1U] Enchantment, Aura: Tightening Coils [XX] Artifact Creature, Construct: Hangarback Walker [G] Instant: Thrill of the Hunt [4RRG] Creature, Giant Shaman: Skarrgan Skybreaker [4W] Enchantment: Sphere of Safety [3G] Instant: Stonewood Invocation [6G] Creature, Beast: Venomspout Brackus [3B] Instant: Feast or Famine [3UR] Creature, Dragon: Hypersonic Dragon [3] Legendary Artifact, Equipment: Tenza, Godo's Maul [3] Artifact Creature, Gnome: Ticking Gnomes [3RR] Legendary Creature, Viashino Shaman: Zirilan of the Claw [1G] Tribal Enchantment, Elemental: Eyes of the Wisent [U] Enchantment: Veiled Sentry [3R] Creature, Manticore: Flailing Manticore [3U] Instant: Gifts Given [R] Instant: Magma Spray [2] Artifact: Mercadian Lift [3R] Creature, Sliver: Bonesplitter Sliver [3W] Creature, Human Mercenary: Mercenaries [None] Land: Blasted Landscape [1G/WG/W] Creature, Ouphe: Kitchen Finks [6W] Creature, Giant Monk: Boonweaver Giant [1RR] Creature, Minotaur Warrior: Ruinous Minotaur [RG] Instant: Surge of Strength [7UUU] Legendary Creature, Spirit: Myojin of Seeing Winds [2B] Creature, Leech: Mana Leech [3UU] Creature, Dragon: Icefall Regent [W] Creature, Human Cleric: Benalish Missionary [4] Artifact Creature, Chicken Construct: Robot Chicken [4] Artifact: Wand of the Elements [3B] Sorcery: Flay [1R] Creature, Human Berserker Ally: Akoum Battlesinger [2U] Creature, Wall: Glacial Wall [2W] Sorcery: Ethereal Guidance [2] Artifact, Equipment: Sigil of Valor [B] Creature, Horror: Vebulid [4C] Creature, Eldrazi: Reality Smasher [4BB] Creature, Human Knight: Dakmor Lancer [6BG] Sorcery: Death Mutation [1U] Enchantment: Overburden [R] Creature, Human Shaman: Stonewright [2R/GR/G] Creature, Goblin Warrior: Mudbrawler Raiders [U] Instant: Retraction Helix [2W] Instant: Protect [3GG] Creature, Elf: Elven Riders [3BB] Instant: Contagion [1U] Creature, Vedalken: Curio Vendor [2B] Creature, Vampire: Barony Vampire [2WW] Creature, Dwarf Artificer: Visionary Augmenter [2U] Sorcery: Windfall [U] Creature, Vedalken Wizard: Realmwright [2GG] Creature, Wolverine: Wolverine Pack [2U] Enchantment: Propaganda [2] Artifact, Equipment: Ring of Xathrid [3BB] Enchantment: Death Pits of Rath [3W] Creature, Bird Soldier: Aven Trooper [3BB] Enchantment: Sanguine Bond [U] Creature, Human: Flying Men [3B] Creature, Wurm: Trench Wurm [4W] Creature, Human Soldier: Skyrider Trainee [2R] Enchantment, Aura: Arcane Teachings [3BB] Sorcery: Crux of Fate [6WW] Creature, Angel: Angel of Deliverance [None] Plane, Mirrodin: Panopticon [1U] Instant: Flashfreeze [2UUU] Legendary Creature, Human Wizard: Teferi, Mage of Zhalfir [3GG] Creature, Spider: Sentinel Spider [2GG] Creature, Centaur Archer: Nylea's Disciple [U] Sorcery: Taunt [1B] Creature, Hound Spirit: Ghost Hounds [2RW] Planeswalker, Ajani: Ajani Vengeant [GWU] Instant: Treva's Charm [1U] Enchantment, Aura: Contempt [2BB] Creature, Demon: Mindwrack Demon [4RR] Sorcery: Into the Maw of Hell [4RR] Creature, Dragon: Preyseizer Dragon [3G] Sorcery: Reap and Sow [U] Sorcery: Index [3R] Creature, Ogre Mutant: Incurable Ogre [2UU] Legendary Creature, Human Wizard: Braids, Conjurer Adept [3W] Enchantment, Aura: Armored Ascension [3W] Sorcery: Excoriate [4UU] Instant: Dragonlord's Prerogative [1U] Instant: Stymied Hopes [2UBR] Legendary Creature, Demon: Sol'kanar the Swamp King [1B] Enchantment, Aura: Pooling Venom [2BB] Sorcery: Persecute [4U] Creature, Shapeshifter: Shyft [1U] Creature, Merfolk Wizard: Vodalian Mystic [2WW] Enchantment, Aura Curse: Curse of Exhaustion [4G] Creature, Incarnation: Genesis [1] Artifact: Springleaf Drum [2] Artifact: Woodweaver's Puzzleknot [3UU] Creature, Merfolk Wizard: Waterspout Weavers [1R] Sorcery: Echoing Ruin [5UU] Enchantment: Eye of the Storm [None] Land: Remote Farm [1B] Enchantment, Aura: Despondency [G] Sorcery: Ancient Stirrings [1G] Instant: Reality Anchor [1RR] Sorcery: Kindle the Carnage [1G] Enchantment, Aura: Nature's Kiss [2R] Instant: Dark Temper [3W] Enchantment, Aura: Iona's Blessing [UU] Instant: Telekinesis [1R] Creature, Goblin Warrior: Akki Underling [3] Artifact: Temple Bell [2U/BU/B] Creature, Merfolk Rogue: Wanderbrine Rootcutters [1RR] Legendary Creature, Goblin Warrior: Zo-Zu the Punisher [None] Land, Mountain Forest: Stomping Ground [None] Vanguard: Murderous Redcap Avatar [2U/RB] Creature, Zombie Drake: Sewn-Eye Drake [2R] Creature, Human Barbarian: Barbarian Bully [2BB] Creature, Spirit: Keening Banshee [3R] Instant: Ambush [RW] Enchantment, Aura: Squee's Embrace [2R] Creature, Human Shaman: Flamespeaker Adept [4RR] Sorcery: Devils' Playground [4B] Creature, Vampire: Twins of Maurer Estate [2RW] Enchantment: Glory of Warfare [2R] Creature, Human Rogue: Gnat Alley Creeper [1U] Enchantment, Aura: Hermetic Study [G] Creature, Elf Warrior: Glistener Elf [4R] Creature, Human Shaman: Kumano's Pupils [1UU] Sorcery: Trade Secrets [2U] Creature, Human Wizard: Venerated Teacher [WUBRG] Legendary Enchantment, Aura: Genju of the Realm [1GG] Instant: Spore Cloud [5] Artifact: Mishra's Helix [WW] Creature, Human Knight: Order of the White Shield [5WW] Sorcery: Enduring Ideal [5UU] Instant: Assert Authority [2BRG] Creature, Viashino Warrior: Carrion Thrash [1R] Instant: Rise to the Challenge [1BB] Creature, Nightmare Horror: Slithery Stalker [3WW] Creature, Griffin: Griffin Dreamfinder [2G] Enchantment: Downdraft [2] Artifact, Equipment: Captain's Claws [1B] Creature, Rat Ninja: Skullsnatcher [2] Artifact: Cellar Door [XXR] Sorcery: Bonfire of the Damned [1B] Creature, Rat: Rats of Rath [1BR] Creature, Zombie: Lava Zombie [G] World Enchantment: Revelation [1U] Instant: Updraft [1WW] Creature, Avatar: Hallowed Spiritkeeper [1U] Instant: Turn to Frog [2U] Enchantment, Aura: Jeskai Runemark [3WW] Creature, Human Knight: Thalia's Lancers [2UU] Legendary Creature, Human Wizard: Hisoka, Minamo Sensei [4] Artifact: Power Armor [2G] Creature, Elf: Llanowar Sentinel [R] Creature, Human Soldier Rogue: Mountain Bandit [1U] Creature, Bird Horror: Thrummingbird [4G] Creature, Spirit: Venerable Kumo [5GG] Creature, Wurm: Penumbra Wurm [1G] Creature, Aurochs: Bull Aurochs [3G] Creature, Elephant: Bull Elephant [2U] Sorcery: Symbol of Unsummoning [1B] Creature, Human Rebel Rogue: Rathi Trapper [2B] Enchantment, Aura: Quag Sickness [4UU] Instant: Supplant Form [3] Artifact, Equipment: Grafted Wargear [WUBRG] Enchantment Creature, Manticore: Chromanticore [2UU] Creature, Wall: Stinging Barrier [3R] Sorcery: Touch and Go [1GG] Creature, Spider: Woolly Spider [WW] Creature, Cat Soldier: Vanguard of Brimaz [2G] Sorcery: Lead the Stampede [1R] Enchantment: Goblin Bombardment [None] Scheme: My Wish Is Your Command [1W] Creature, Elemental: Shinewend [2W] Instant: Waylay [4UUU] Creature, Leviathan: Jokulmorder [WUBR] Creature, Nephilim: Yore-Tiller Nephilim [3UU] Creature, Elemental Bird: Hydromorph Gull [2B] Sorcery: Diplomacy of the Wastes [3R] Creature, Goblin: Mogg Bombers [2WU] Legendary Enchantment Creature, God: Ephara, God of the Polis [3UU] Instant: Aetherspouts [None] Vanguard: Ertai [1BG] Creature, Elf Shaman: Shaman of the Pack [2R] Creature, Goblin Rogue: Rummaging Goblin [1R] Instant: Molten Influence [3R] Legendary Creature, Ogre Shaman: Goka the Unjust [4B] Instant: Waste Away [2G] Creature, Human Mystic: Taoist Hermit [XBR] Sorcery: Kaervek's Purge [3] Artifact: Granite Shard [GG] Creature, Elf Warrior: Nissa's Chosen [1W] Creature, Human Warrior: Herald of Dromoka [1B] Creature, Skeleton Warrior: Grim Roustabout [R] Creature, Spirit: Glitterfang [3RRR] Enchantment: Risky Move [4U] Enchantment: Search the City [3B] Enchantment: Blood Reckoning [1BB] Instant: Kill! Destroy! [1RR] Creature, Human Rogue: Koth's Courier [2W] Instant: Riot Control [3UB] Sorcery: Deny Reality [1U] Creature, Vedalken Wizard: Vedalken Aethermage [3BB] Creature, Spirit: Skullmane Baku [1GG] Creature, Cat Warrior: Cat Warriors [3W] Sorcery: Armageddon [2RR] Creature, Dragon: Furnace Whelp [None] Land: Mishra's Toy Workshop [X] Artifact, Equipment: Sigil of Distinction [2UU] Instant: Overwhelming Denial [4U/B] Sorcery: Coerced Confession [3G] Creature, Human Scout: Intrepid Provisioner [2] Artifact: Revelsong Horn [4WW] Sorcery: Catastrophe [2] Artifact Creature, Myr: Iron Myr [3U] Creature, Drake: Iridescent Drake [2U] Creature, Eldrazi Drone: Benthic Infiltrator [1U] Creature, Faerie: Cloud of Faeries [GUR] Enchantment: Temur Ascendancy [3B] Creature, Horror: Phyrexian Librarian [1R] Enchantment: Heat of Battle [3RR] Instant: Riddle of Lightning [3U] Creature, Chimera: Coastline Chimera [None] Vanguard: Sakashima the Impostor Avatar [None] Scheme: All Shall Smolder in My Wake [3] Artifact: Rings of Brighthearth [XYZRR] Sorcery: The Ultimate Nightmare of Wizards of the Coast Customer Service [3G] Creature, Fungus Sliver: Fungus Sliver [U] Instant: Opt [1G] Instant: Skyshroud Blessing [3B] Creature, Imp: Flesh-Eater Imp [3R] Creature, Drake: Spitting Drake [None] Creature, Human Cleric: Wayward Disciple [4BBB] Creature, Elemental: Umbra Stalker [1R] Creature, Human Berserker: Horde Ambusher [1R] Creature, Satyr: Satyr Rambler [1B] Creature, Human Rogue: Dhund Operative [2G] Creature, Elf: Wirewood Savage [None] Land: Sand Silos [1G] Sorcery: Wallop [2U] Instant: Liquify [None] Vanguard: Tawnos [3B/G] Instant: Gaze of the Gorgon [3UU] Enchantment, Aura: Treachery [4B] Creature, Zombie Hound: Hollow Dogs [3W] Instant: Solidarity [3WW] Creature, Gargoyle: Voidstone Gargoyle [2G] Creature, Elf Druid: Fyndhorn Druid [1BB] Enchantment: Malevolent Awakening [None] Scheme: Tooth, Claw, and Tail [1UB] Artifact: Mistvein Borderpost [4WBG] Sorcery: Duneblast [1G] Enchantment: Afiya Grove [3W] Creature, Human Knight Ally: Talus Paladin [GGG] Creature, Beast: Leatherback Baloth [2G] Creature, Bear: Alpine Grizzly [3U] Creature, Bird: Nephalia Seakite [3RR] Legendary Creature, Minotaur Warrior: Tahngarth, Talruum Hero [2R/W] Creature, Dwarf Shaman: Duergar Hedge-Mage [4GG] Creature, Beast: Woodland Bellower [U] Instant: Vault Skyward [1B] Sorcery: Mind Swords [5BB] Creature, Zombie Knight: Tresserhorn Skyknight [B] Creature, Human Wizard: Shadow Guildmage [3BB] Legendary Creature, Cat Warrior: Purraj of Urborg [3UU] Creature, Shapeshifter: Escaped Shapeshifter [2R] Creature, Kavu: Kavu Glider [3B] Creature, Elemental: Crowd of Cinders [2R] Creature, Goblin: Nosy Goblin [4WW] Sorcery: Final Judgment [2B] Enchantment Creature, Zombie: Grim Guardian [5GG] Creature, Beast: Caller of the Pack [1UB] Creature, Spirit: Dimir Cutpurse [5BBB] Creature, Elemental: Baleful Force [1W] Instant: Sacred Boon [1UU] Instant: Pulse of the Grid [2U] Sorcery: Sage's Knowledge [1U] Creature, Bird: Tempest Owl [2G] Creature, Human Soldier: Llanowar Cavalry [2R] Creature, Lizard: Dromosaur [2BB] Legendary Creature, Human Soldier: Xiahou Dun, the One-Eyed [2GGWW] Creature, Wurm: Armada Wurm [None] Vanguard: Raksha Golden Cub Avatar [3G] Enchantment: Vernal Bloom [3] Artifact: Skull of Ramos [R] Enchantment, Aura: Dust Corona [4B] Creature, Zombie: Woebearer [2R] Creature, Elemental Spellshaper: Sparkspitter [2W] Instant: Cease-Fire [2BB] Enchantment, Aura: Brink of Disaster [2W] Creature, Human Cleric: Custodi Peacekeeper [1U] Instant: Ovinize [BG] Instant: Golgari Charm [3U] Creature, Bird Wizard: Aven Fogbringer [4] Artifact Creature, Golem: Junktroller [2G] Legendary Creature, Snake Shaman: Shidako, Broodmistress [3R] Creature, Human Spellshaper: Seismic Mage [2R] Instant, Arcane: Path of Anger's Flame [4G] Enchantment: Saproling Burst [U] Instant: Gift of Tusks [2R] Enchantment: Price of Glory [2B] Enchantment: Haunted Crossroads [4] Artifact: Urza's Filter [B] Creature, Human Minion: Cabal Trainee [4B] Instant: Throttle [2WW] Enchantment: Moat [1BB] Creature, Spirit: Nether Spirit [1UUU] Instant: Cryptic Command [1R] Sorcery: Whipflare [3WUB] Legendary Artifact Creature, Sphinx: Sharuum the Hegemon [4G] Creature, Avatar: Animus of Predation [4UU] Legendary Creature, Cephalid: Aboshan, Cephalid Emperor [R] Enchantment, Aura: Burrowing [3W] Creature, Human Cleric: Blessed Orator [1] Artifact, Equipment: Leonin Bola [3BB] Sorcery: Demonic Collusion [None] Land: Arid Mesa [4WW] Creature, Angel: Wispweaver Angel [2UU] Creature, Moonfolk Wizard: Soratami Savant [2W] Creature, Human Soldier: Gavony Ironwright [9] Artifact Creature, Dragon: Teeka's Dragon [3B] Enchantment Creature, Snake: Erebos's Emissary [4] Artifact, Equipment: Heartseeker [1G] Legendary Creature, Human Scout: Melira, Sylvok Outcast [3UUU] Creature, Elemental Incarnation: Guile [3G] Creature, Elemental: Conifer Strider [4B] Creature, Zombie: Phyrexian Reaper [B] Enchantment, Aura: Leshrac's Rite [1R] Creature, Goblin Shaman: Akki Blizzard-Herder [None] Land: Submerged Boneyard [2] Artifact: Carnage Altar [GGG] Creature, Elemental: Chlorophant [None] Conspiracy: Adriana's Valor [XXB] Sorcery: Dark Salvation [2U] Sorcery: Dream Cache [2] Artifact, Equipment: Kitesail [1U] Creature, Human Wizard: Voidmage Apprentice [3U] Enchantment: Collective Restraint [1G] Enchantment, Aura: Treetop Bracers [2G] Creature, Fungus Wall: Mindbender Spores [3RR] Creature, Wall: Wall of Opposition [R] Creature, Goblin Waiter: Mons's Goblin Waiters [W] Enchantment, Aura: Green Scarab [5R] Creature, Sliver: Battering Sliver [1G] Creature, Satyr: Satyr Wayfinder [UU] Creature, Human Wizard: Voidmage Prodigy [1RR] Creature, Viashino Warrior: Viashino Sandstalker [3W] Creature, Human Advisor: Droning Bureaucrats [3RR] Sorcery: Concussive Bolt [1G] Instant: Deglamer [G] Enchantment, Aura: Spider Umbra [5RR] Sorcery: Rite of Ruin [1R] Enchantment, Aura: Infectious Rage [1W] Enchantment, Aura: Inviolability [2RR] Creature, Giant Warrior: Boldwyr Heavyweights [G] Creature, Dryad: Willow Dryad [5BBB] Creature, Demon: Pestilence Demon [1WW] Creature, Human Cleric Archer: D'Avenant Healer [1G] Creature, Human Druid: Sylvok Explorer [BR] Sorcery: Fall [2B] Creature, Human Mercenary Knight: Mercenary Knight [5] Artifact, Equipment: Worldslayer [3RR] Creature, Goblin: Skirk Fire Marshal [1U] Creature, Zombie: Screeching Skaab [2GW] Sorcery: Captured Sunlight [RW] Creature, Human Knight: Truefire Paladin [2G] Creature, Elemental: Force of Savagery [3B] Creature, Spirit: Entropic Eidolon [3R] Instant: Warpath [1R] Enchantment, Aura: Betrothed of Fire [W] Enchantment, Aura: Brainwash [4W] Creature, Griffin: Decorated Griffin [3GG] Sorcery: Restock [None] Land: Ice Floe [1B] Creature, Imp: Fetid Imp [2RW] Creature, Minotaur Soldier: Ordruun Veteran [2G] Creature, Bird Beast: Hunting Moa [4UU] Sorcery: Rise of Eagles [3B] Instant: Launch Party [None] Land: Mana Confluence [2UU] Enchantment: Treasure Trove [GU] Creature, Snake Elf Druid: Coiling Oracle [4R] Creature, Elemental Cat: Pyretic Hunter [2WW] Creature, Cat: Seht's Tiger [1BB] Enchantment, Aura: Underworld Connections [2G] Enchantment, Aura: Elephant Guide [UU] Sorcery, Arcane: Ideas Unbound [3RRG] Legendary Creature, Elf Warrior: Marhault Elsdragon [1WU] Enchantment, Aura: Chromatic Armor [2] Creature, Eldrazi: Eldrazi Mimic [1U] Enchantment, Aura: Pin to the Earth [2WU] Enchantment: Cloud Cover [3BB] Creature, Zombie: Zombie Cutthroat [2R] Legendary Creature, Goblin: Tuktuk the Explorer [5] Artifact: Purging Scythe [1B] Creature, Bat: Gurmag Swiftwing [3U] Creature, Spirit: Secretkeeper [B] Creature, Vampire Wizard: Viscera Seer [X2G] Instant: Tribal Unity [3BB] Creature, Gorgon: Gorgon Recluse [W] Creature, Bird Warrior: Aven Skirmisher [1W] Enchantment: Circle of Protection: White [2R] Creature, Human Artificer: Thopter Engineer [2U] Creature, Human Wizard: Gempalm Sorcerer [W] Creature, Elf Soldier: Devoted Hero [4U] Creature, Elemental: Nimbus of the Isles [2G] Sorcery: Growth Spasm [3W] Creature, Cat Wizard: Leonin Battlemage [1R] Creature, Human Warrior: Keldon Marauders [1UU] Planeswalker, Jace: Jace Beleren [4R] Sorcery: Survey the Wreckage [5G] Creature, Treefolk Warrior: Kalonian Twingrove [2U] Enchantment: Aura Flux [1W] Instant: Lightning Blow [1B] Creature, Vampire Berserker: Olivia's Dragoon [2UU] Sorcery: Whelming Wave [1UU] Creature, Merfolk: Seasinger [2B] Creature, Goblin Rogue: Boggart Loggers [4W] Instant: Stir the Pride [3U] Enchantment: Statecraft [2R] Creature, Gargoyle: Basalt Gargoyle [3B] Creature, Drake: Scavenger Drake [1W] Instant: Honor the Fallen [3UU] Planeswalker, Jace: Jace, Unraveler of Secrets [B/P] Instant: Surgical Extraction [W] Creature, Human Soldier: Boros Elite [BBB] Creature, Zombie Scout: Zombie Trailblazer [3W] Instant: Faith's Reward [3G] Enchantment Creature, Cat: Nylea's Emissary [1B] Sorcery: Infernal Tutor [B] Sorcery: Skull Fracture [1UU] Tribal Instant, Faerie: Faerie Trickery [1R] Sorcery: Haze of Rage [4] Artifact: Quicksilver Amulet [1U] Instant: Delay [2U] Creature, Efreet: Shimmering Efreet [2B] Creature, Harpy: Blood-Toll Harpy [1BRG] Legendary Creature, Goblin Artificer: Shattergang Brothers [3RRR] Creature, Nightmare Dragon: Worldgorger Dragon [4B] Creature, Vampire Knight: Markov Crusader [W] Creature, Human Cleric: Haazda Exonerator [WWWW] Sorcery: Proposal [1W/P] Instant: Apostle's Blessing [2W] Enchantment, Aura: Vow of Duty [2] Artifact: Apocalypse Chime [3] Artifact: Phyrexian Grimoire [2B] Creature, Orc Berserker: Pitiless Horde [4GG] Creature, Fox: Vulpine Goliath [3B] Enchantment: Breeding Pit [1WW] Creature, Human: Enchanted Being [2R] Enchantment, Aura Curse: Curse of Chaos [G] Creature, Elf: Patron of the Wild [2UU] Instant: Controvert [1R] Creature, Elemental Warrior: Brighthearth Banneret [5G] Sorcery: One Dozen Eyes [3W] Creature, Human Cleric: Teroh's Faithful [3R] Tribal Sorcery, Giant: Giant's Ire [3G] Instant: Sudden Strength [2B] Creature, Human Rogue: Harbor Bandit [3U] Creature, Sliver: Mesmeric Sliver [1G/W] Creature, Elf Scout: Safehold Elite [None] Plane, Segovia: The Hippodrome [1U] Sorcery: Nagging Thoughts [3R] Creature, Viashino: Viashino Runner [None] Scheme: My Crushing Masterstroke [W] Instant: Strength of Arms [2RR] Creature, Goblin Wizard: Goblin Wizard [RG] Creature, Goblin: Scarwood Goblins [W] Instant: Brave the Elements [2WB] Sorcery: Purge the Profane [1G] Creature, Fungus: Thallid Shell-Dweller [B] Creature, Sliver: Mindlash Sliver [XBB] Sorcery: Mind Shatter [5R/G] Creature, Giant Shaman: Valleymaker [4G] Creature, Dryad: Conclave Naturalists [GG] Creature, Elf Warrior: Viridian Zealot [4UU] Sorcery: Mind's Desire [1R] Enchantment: Goblin Bomb [2R] Sorcery: Incite Hysteria [1W] Creature, Human Soldier: Stalwart Shield-Bearers [1W] Creature, Cat Soldier: Lost Leonin [2B] Creature, Imp: Tethered Skirge [2U] Enchantment: Intruder Alarm [None] Scheme: The Pieces Are Coming Together [2] Artifact: Jet Medallion [3U] Enchantment, Aura: Bonds of Quicksilver [3G] Sorcery: Primeval Light [1RG] Creature, Troll: Jungle Troll [W] Enchantment, Aura: Red Scarab [4] Legendary Artifact: The Chain Veil [RR] Enchantment, Aura: Giant Strength [1UU] Creature, Metathran: Metathran Transport [5W] Creature, Giant: Wayfaring Giant [0] Legendary Artifact: Mox Opal [None] Scheme: Feed the Machine [1U/RU/R] Creature, Elemental: Crackleburr [4WWW] Sorcery: Hour of Reckoning [2RW] Legendary Creature, Human Soldier: Tajic, Blade of the Legion [2GG] Creature, Satyr Beast: Lumbering Satyr [1U] Instant: Accumulated Knowledge [1UU] Instant: Wipe Away [2G] Sorcery: Sound the Call [None] Land, Plains Swamp: Godless Shrine [6] Artifact: Planar Portal [B] Instant: Cremate [3W] Creature, Human Cleric: Academy Rector [1U] Sorcery: Train of Thought [2W] Creature, Griffin: Griffin Sentinel [3WU] Artifact Creature, Golem: Glassdust Hulk [6] Artifact Creature, Thopter: Thopter Assembly [2R] Creature, Human Soldier: Keldon Arsonist [4R] Legendary Creature, Human Soldier: Yuan Shao, the Indecisive [2U] Creature, Human Wizard: Lumengrid Sentinel [1W] Enchantment: Circle of Protection: Artifacts [2B] Sorcery: Yawgmoth's Will [None] Land, Lair: Treva's Ruins [5BB] Creature, Avatar: Fell Shepherd [2W] Enchantment, Aura: Hobble [R/G] Creature, Human Druid: Wild Cantor [3U] Creature, Djinn: Breezekeeper [2WW] Enchantment: Spirit Mirror [2GGG] Sorcery: Overrun [4UB] Creature, Dragon: Ruthless Deathfang [G] Enchantment, Aura: Keen Sense [1G] Instant: Naturalize [1B] Enchantment: Carnival of Souls [2R] Instant: Uncaged Fury [3R] Creature, Goblin: Goblin Battle Jester [2U] Tribal Instant, Wizard: Sage's Dousing [3RR] Creature, Beast: Flowstone Crusher [1RRR] Creature, Insect: Clickslither [G] Creature, Elf Shaman: Viridian Acolyte [G] Instant: Sandstorm [5B] Legendary Creature, Human Soldier: Sima Yi, Wei Field Marshal [G] Enchantment: Exploration [4U] Creature, Merfolk Wizard Ally: Seascape Aerialist [1B] Sorcery: Macabre Waltz [2U] Creature, Merfolk Wizard: Wavecrash Triton [1W] Creature, Kor Wizard Ally: Kor Castigator [2R] Creature, Wolf: Howlpack Wolf [1BB] Enchantment Creature, Demon: Herald of Torment [1BB] Instant: Stench of Decay [2] Artifact Creature, Insect: Jhoira's Toolbox [7] Artifact Creature, Golem: Phyrexian Colossus [2GW] Creature, Human Nomad Mystic: Mystic Enforcer [GUU] Instant: Voidslime [G] Instant: Wing Puncture [2U] Enchantment: Back to Basics [1UU] Creature, Human Wizard: Daring Apprentice [None] Land: Naya Panorama [3B] Creature, Spirit: Crypt Ghast [3BBB] Creature, Demon: Demon of Dark Schemes [3B] Creature, Minion: Phyrexian Slayer [R] Sorcery: Rite of Flame [1W] Sorcery: Revoke Existence [GG] Creature, Human: People of the Woods [2R] Instant: Mudhole [3] Artifact: Spectral Searchlight [1R] Enchantment: Dragon Tempest [3WW] Creature, Angel: Angel of Invention [2RR] Instant: Barreling Attack [2W] Creature, Human Scout: Farbog Explorer [3RR] Creature, Giant Warrior: Warchief Giant [4B] Enchantment: Spreading Plague [R] Creature, Human Soldier Archer: Fire Bowman [3B] Creature, Shade Horror: Fetid Horror [4BBB] Creature, Horror Mercenary: Cateran Overlord [R] Instant: Lava Dart [5UUU] Creature, Leviathan: Stormtide Leviathan [None] Vanguard: Birds of Paradise Avatar [2WW] Creature, Human Soldier: Daru Warchief [3UU] Creature, Spirit: Mirror-Mad Phantasm [None] Land: Underground River [3R] Sorcery: From the Ashes [3U] Sorcery: Mystic Meditation [U/B] Sorcery: Memory Sluice [RW] Instant: Ride Down [1R] Sorcery: Goblin Lore [W] Instant: Purify the Grave [W] Creature, Human Warrior: Dragon Hunter [None] Land: Aether Hub [3G] Creature, Elf Scout: Elvish Pathcutter [None] Land: Seaside Citadel [2WUUB] Legendary Creature, Human Warrior: Dakkon Blackblade [4] Artifact: Gemstone Array [RG] Enchantment: Meteor Storm [3] Artifact Creature, Gnome: Ersatz Gnomes [3U] Creature, Naga Wizard: Gurmag Drowner [1U] Sorcery: Taigam's Scheming [2R] Enchantment: Raiding Party [2] Artifact: Fractured Powerstone [None] Creature, Treefolk: Ancient of the Equinox [None] Land: Wintermoon Mesa [None] Land: Oran-Rief, the Vastwood [5G] Creature, Wurm: Vastwood Gorger [UU] Enchantment, Aura: Carry Away [None] Land: Rainbow Vale [1R] Creature, Orc: Orcish Librarian [W] Creature, Cat: Sanctuary Cat [1U/B] Creature, Merfolk Wizard: Inkfathom Witch [1WW] Enchantment: Orim's Prayer [RW] Creature, Dwarf Pilot: Veteran Motorist [BBBBBBBBBBBBBBB] Scariest Creature You'll Ever See: B.F.M. (Big Furry Monster) [1R] Sorcery: Siege of Towers [3R] Creature, Elemental: Cobblebrute [1U] Enchantment, Aura: Alexi's Cloak [1W] Creature, Pegasus: Stormfront Pegasus [2R] Instant: Battle Frenzy [4G] Legendary Creature, Spider: Ishkanah, Grafwidow [1UU] Creature, Wall: Thunder Wall [XW] Instant: Hail of Arrows [1R] Creature, Human Werewolf: Village Ironsmith [3GGG] Legendary Creature, Elemental: Silvos, Rogue Elemental [3U] Creature, Vedalken Wizard: Vedalken Entrancer [3BR] Creature, Horror: Spawn of Rix Maadi [2G] Sorcery: Wing Snare [None] Conspiracy: Sentinel Dispatch [4U] Creature, Drake: Chasm Drake [3R] Instant: Dogpile [5B] Enchantment: Wound Reflection [1B] Creature, Human Cleric: Skirsdag Flayer [1U] Creature, Starfish: Sigiled Starfish [5B] Sorcery: Tasigur's Cruelty [2R] Sorcery: Magma Rift [2G] Creature, Horror: Mycosynth Fiend [1W] Creature, Unicorn: Capashen Unicorn [5G] Creature, Beast: Fangren Marauder [BR] Sorcery: Dreadbore [G] Creature, Elf: Savaen Elves [2RR] Legendary Creature, Ogre Spirit: Kurkesh, Onakke Ancient [G] Sorcery: Fruition [1UU] Creature, Human Wizard: Fatespinner [WWW] Instant: Blood of the Martyr [2RRGGWW] Legendary Creature, Elder Dragon: Palladia-Mors [1U] Enchantment, Aura: Immobilizing Ink [2B] Creature, Zombie Giant: Diregraf Colossus [XR] Sorcery: Blaze [1WBG] Creature, Rhino: Siege Rhino [G] Instant: Vitalize [W] Creature, Human Warrior: Mardu Woe-Reaper [2U] Creature, Cephalid Wizard: Cephalid Pathmage [1G] Enchantment: Crosswinds [1W] Creature, Human Monk Cleric: Monk Realist [3BB] Enchantment: Festering Evil [U] Creature, Merfolk: Merfolk of the Pearl Trident [None] Land: Game Trail [2RR] Legendary Creature, Kirin Spirit: Skyfire Kirin [4RR] Sorcery: Reversal of Fortune [U] Instant: Spell Pierce [3G] Creature, Beast: Towering Indrik [5UB] Legendary Creature, Human: Sivitri Scarzam [5] Artifact: Puffer Extract [3G] Enchantment: Parallel Lives [2GG] Creature, Kavu: Rooting Kavu [1W] Instant: Show of Valor [3B] Creature, Goblin Zombie: Blackcleave Goblin [3U] Creature, Nightmare Crab: Wormfang Crab [1WW] Instant: Guardians' Pledge [1G] Creature, Elf Warrior: Tel-Jilad Chosen [None] Land: Coastal Tower [2U] Sorcery: Fabricate [4BB] Sorcery: Sip of Hemlock [R] Instant: Shock [1U] Enchantment, Aura: Arcanum Wings [6] Artifact Creature, Beast: Clockwork Beast [U] Instant: Shadow Rift [2W] Instant: Warrior's Honor [1B] Creature, Human Knight: Fallen Askari [4BR] Creature, Nightmare Horse: Carnival Hellsteed [3UU] Creature, Sphinx: Sphinx of Lost Truths [1R] Instant: Scorching Lava [1B] Creature, Zombie: Gnawing Zombie [WUBRG] Legendary Creature, Atog: Atogatog [5] Artifact: Citanul Flute [1G] Creature, Wall: Archers' Parapet [4B] Creature, Insect: Rotfeaster Maggot [1B] Enchantment, Aura: Scourgemark [2] Artifact: Reito Lantern [1G] Creature, Fungus: Vitaspore Thallid [None] Vanguard: Lyzolda, the Blood Witch Avatar [W] Instant: Wane [3GG] Creature, Spirit: Briarknit Kami [2R] Creature, Orc: Orcish Veteran [3GG] Creature, Elf: Deranged Hermit [B] Creature, Spirit Warrior: Disowned Ancestor [W] Enchant Creature: Wordmail [1G] Creature, Human Artificer: Lifesmith [6] Artifact Creature, Golem: Oxidda Golem [3WW] Enchantment: Dictate of Heliod [4R] Instant: Starfall [W] Instant: Glyph of Life [3RRR] Creature, Dragon: Predator Dragon [2B] Creature, Rat Shaman: Deathmask Nezumi [U] Instant: Mind Games [2R] Creature, Beast: Spinal Villain [2WB] Planeswalker, Kaya: Kaya, Ghost Assassin [2B] Creature, Rat: Stronghold Rats [1W] Enchantment: Rune of Protection: Black [4UU] Enchantment: Forced Fruition [3G] Creature, Fungus Lizard: Fungusaur [3] Artifact: Pristine Talisman [UUU] Enchantment, Aura: Charisma [4R] Sorcery: Volcanic Submersion [7] Artifact Creature, Scarecrow: Grim Poppet [1B] Instant: Shred Memory [None] Land: Jungle Basin [4R] Creature, Human Barbarian: Balduvian War-Makers [GWU] Legendary Creature, Human Cleric: Ragnar [3WWW] Enchantment: Transcendence [1BB] Instant: Murder [1G] Creature, Elk: Golden Hind [None] Legendary Land: Mikokoro, Center of the Sea [2UU] Creature, Djinn: Serendib Djinn [1W] Creature, Human Soldier: Veteran Armorer [1BB] Sorcery: Morbid Plunder [1R] Creature, Human Mercenary: Sell-Sword Brute [5] Artifact: Pyromancer's Gauntlet [3BB] Creature, Orc Warrior: Krumar Bond-Kin [4G] Creature, Cat Beast: Lurking Arynx [None] Land: Twilight Mire [1B] Snow Enchantment, Aura: Rime Transfusion [2U] Instant: Keep Watch [2BB] Sorcery: Dread Return [1U] Creature, Fish: Hammerhead Shark [3RG] Creature, Wurm: Streetbreaker Wurm [None] Land: Windbrisk Heights [2W] Creature, Kor Soldier: Shadow Glider [WB] Instant: Zealous Persecution [None] Land: Temple of Malady [4] Artifact Creature, Construct: Synod Centurion [1BB] Sorcery: Morbid Curiosity [1R] Creature, Sliver: Two-Headed Sliver [1B] Creature, Human Cleric: Soldevi Adnate [1G] Creature, Elf Shaman: Cylian Sunsinger [2] Artifact, Equipment: Echo Circlet [1G] Instant: Whiteout [1G] Creature, Bear Spirit: Spectral Bears [2BB] Creature, Zombie: Nim Shambler [4BBB] Creature, Demon: Lord of the Pit [4U] Creature, Crab Beast: Chromeshell Crab [2W] Instant: Vanquish [4R] Sorcery: Landfill [3] Artifact: Izzet Keyrune [4BB] Creature, Vampire Skeleton: Skeletal Vampire [5R] Creature, Elemental Horse: Thundermare [3R] Creature, Minotaur Shaman: Anaba Shaman [4WW] Creature, Dragon: Pearl Dragon [3U] Creature, Human Rogue: Keymaster Rogue [5RR] Creature, Elemental Cat: Crazed Firecat [2G] Enchantment: Narcissism [1G] Creature, Human Werewolf: Hinterland Logger [1RR] Enchantment, Aura: Claws of Valakut [2G] Creature, Elf Druid: Fyndhorn Elder [4] Artifact: Fodder Cannon [W/P] Instant: Marrow Shards [1U] Creature, Merfolk Scout Ally: Coralhelm Guide [3G] Enchantment, Aura: Roots [5G] Creature, Treefolk Shaman: Foxfire Oak [None] Land: Polluted Delta [1W] Creature, Hound: Boros Mastiff [2U] Creature, Human Wizard: Disruptive Pitmage [1G] Instant: Display of Dominance [1U] Creature, Merfolk Soldier: Maritime Guard [2B] Creature, Zombie Bird: Crow of Dark Tidings [2G] Creature, Wolf Warrior: Silverfur Partisan [W] Instant: Awe Strike [1WB] Legendary Creature, Human Advisor: Teysa, Orzhov Scion [1R] Sorcery: Yamabushi's Storm [2G] Creature, Spike: Spike Worker [2G] Instant, Arcane: Inner Calm, Outer Strength [5] Artifact: Trigon of Thought [1W] Creature, Cat Cleric: Leonin Arbiter [G] Instant: Nature's Panoply [5UU] Creature, Serpent: Marjhan [2W] Sorcery: Ironwright's Cleansing [1R] Creature, Zubera Spirit: Ember-Fist Zubera [3B] Legendary Enchantment Creature, God: Erebos, God of the Dead [1U] Creature, Illusion: Mistform Stalker [None] Land: Primal Beyond [2U] Sorcery: Drag Under [2GG] Planeswalker, Nissa: Nissa Revane [1WW] Creature, Human: Farrel's Zealot [3G] Creature, Elephant: Southern Elephant [1G] Creature, Zubera Spirit: Dripping-Tongue Zubera [2U] Creature, Human Wizard: Raven Guild Initiate [2R] Creature, Goat Beast: Wild Colos [G] Creature, Human Wizard: Magus of the Candelabra [5] Artifact: Crumbling Sanctuary [2U] Artifact: Protomatter Powder [3] Legendary Artifact, Equipment: Helm of Kaldra [3GU] Sorcery: Urban Evolution [1W] Creature, Human Wizard: Stonewise Fortifier [3G] Creature, Snake: Patagia Viper [2] Artifact Creature, Scarecrow: Pili-Pala [1UB] Sorcery: Consult the Necrosages [1GG] Creature, Spike: Spike Feeder [2G] Sorcery: Reviving Melody [G] Instant: Vines of Vastwood [None] Legendary Land: Gods' Eye, Gate to the Reikai [R] Creature, Goblin Warrior: Lavastep Raider [1WU] Instant: Restore the Peace [8RR] Creature, Dragon: Dragon Tyrant [None] Land: Warped Landscape [2GG] Creature, Lizard: Korozda Monitor [G] Sorcery: Salvage [2B] Sorcery: Swarm Surge [4R] Creature, Ogre: Frenetic Ogre [3W] Creature, Kithkin Knight: Kinsbaile Cavalier [5] Artifact, Vehicle: Ballista Charger [4UU] Instant: Time Stop [1W] Creature, Bird Soldier: Aven Farseer [2G/UG/UG/U] Creature, Horror: Murkfiend Liege [1G] Enchantment, Aura: Alpha Authority [4WW] Sorcery: Phyrexian Rebirth [2UB] Legendary Creature, Human Wizard: Circu, Dimir Lobotomist [G] Instant: Crumble [G] Creature, Elf: Elvish Herder [2UU] Legendary Creature, Human Soldier: Lu Xun, Scholar General [4B] Creature, Vampire Warrior: Vampire Warlord [4B] Enchantment, Aura Curse: Curse of Misfortunes [2B] Creature, Rat: Crypt Rats [1G] Instant: Provoke [1G] Creature, Human Warrior Werewolf: Duskwatch Recruiter [3GGG] Creature, Beast: Terra Stomper [U] Instant: Turn Aside [3R] Creature, Lizard Beast: Ridgetop Raptor [1W] Instant: To Arms! [B] Creature, Rat: Bog Rats [1BB] Creature, Specter: Liliana's Specter [4BBB] Sorcery: Sorin's Vengeance [2B] Creature, Horror: Urborg Mindsucker [1B] Instant: Devour Flesh [3W] Creature, Human Soldier Archer: Mounted Archers [2G] Enchantment, Aura: Moldervine Cloak [None] Land: Transguild Promenade [3GGWW] Legendary Creature, Human Archer: Lady Caleria [1UR] Creature, Human Wizard: Izzet Staticaster [2] Artifact Creature, Myr: Leaden Myr [WW] Creature, Kor Soldier: Kor Aeronaut [3] Artifact: Obelisk of Jund [G] Enchantment, Aura: Spider Climb [2GG] Creature, Insect Druid: Nantuko Calmer [2B] Creature, Zombie Hound: Thraben Foulbloods [3R] Planeswalker, Daretti: Daretti, Scrap Savant [1B] Creature, Goblin Rogue: Exiled Boggart [WU] Creature, Human Wizard: Meddling Mage [4G] Creature, Spirit: Wildwood Geist [5R] Instant: Blastfire Bolt [1WW] Enchantment: Glorious Anthem [1B] Enchantment, Aura: Dark Privilege [1U] Creature, Merfolk: Arctic Merfolk [2W] Enchantment: Armistice [3GG] Creature, Centaur Warrior: Centaur Battlemaster [4U] Instant: Totally Lost [1U] Creature, Bird: Giant Albatross [2] Artifact: Thran Lens [3BBB] Creature, Minion: Minion of the Wastes [3R] Sorcery: Malevolent Whispers [1WW] Sorcery: Collective Effort [6BBB] Legendary Creature, Demon Spirit: Kuro, Pitlord [W] Creature, Human: Town Gossipmonger [1W] Sorcery: Lyev Decree [6B] Creature, Avatar: Herald of Leshrac [XW] Instant: Divine Deflection [2] Artifact: Crown of the Ages [G] Enchantment, Aura: Viridian Harvest [UU] Enchantment: Dance of Many [2WW] Enchantment: Rhystic Circle [2] Artifact: Tyrant's Machine [3W] Creature, Kithkin: Kithkin Rabble [W] Creature, Cat: Glittering Lynx [9B] Sorcery: Dead Drop [WW] Enchantment, Aura: Ward of Lights [3U] Instant: Ensnare [1UU] Creature, Human Wizard: Suq'Ata Firewalker [U] Sorcery: Retraced Image [1GG] Creature, Wurm: Ravaging Riftwurm [1RR] Enchantment, Aura: Goblin Shrine [U] Instant: Select for Inspection [1R] Instant: Guerrilla Tactics [2B] Enchantment: Necrogen Mists [4] Artifact: Infinite Hourglass [4BB] Creature, Human Artificer: Marionette Master [XB] Instant: Skeletal Scrying [RR] Instant: Increasing Vengeance [XU] Sorcery: Prosperity [1G] Sorcery: Living Wish [4W] Creature, Human Monk: Strongarm Monk [2WW] Enchantment: Seance [3GUB] Legendary Creature, Dragon: Vorosh, the Hunter [2RR] Creature, Giant: Stone Giant [2U] Enchantment, Aura: Anti-Magic Aura [1G] Creature, Elf Druid: Priest of Titania [3] Artifact, Equipment: Neko-Te [2U] Instant: Vex [3U] Creature, Bird Soldier: Aven Fleetwing [1WW] Creature, Human Artificer: Argivian Archaeologist [4G] Sorcery: Bountiful Harvest [1R] Creature, Licid: Enraging Licid [4BB] Legendary Creature, Demon: Kothophed, Soul Hoarder [1WW] Sorcery: Nice [3] Artifact Creature, Soldier: Yotian Soldier [3U] Creature, Elemental Shapeshifter: Primal Plasma [U] Creature, Spirit: Dreamcatcher [2] Artifact: Conch Horn [2G] Creature, Centaur Warrior: Nessian Courser [4] Artifact: Paradise Plume [U] Creature, Merfolk Rogue: Merfolk Spy [5R] Creature, Cyclops: Gluttonous Cyclops [1W] Creature, Kor Scout: Kor Line-Slinger [1R] Instant: Dangerous Wager [4UU] Creature, Spirit: Sire of the Storm [3UBR] Legendary Creature, Zombie Warrior: Sedris, the Traitor King [3RR] Sorcery: Reforge the Soul [3U] Enchantment: Squeeze [3] Artifact: Eye of Ramos [2UU] Instant: Dismal Failure [None] Artifact: Lotus Bloom [5W] Creature, Gargoyle: Kjeldoran Gargoyle [3GGG] Sorcery: Rebirth [4B] Creature, Imp: Chimney Imp [4G] Enchantment: Hibernation's End [2] Artifact: Elsewhere Flask [1W] Creature, Kithkin Knight: Order of the Golden Cricket [None] Land, Lair: Rith's Grove [1R] Sorcery: Tribal Flames [2B] Creature, Human Cleric: Skirsdag Supplicant [1R/GR/GR/G] Creature, Human Warrior: Rubblebelt Raiders [3RW] Legendary Creature, Human Knight: Adriana, Captain of the Guard [2G] Enchantment, Aura: Forbidden Lore [None] Land: Boros Garrison [2RR] Sorcery: Aftershock [None] Vanguard: Tahngarth [2] Artifact: Simic Signet [3U] Enchantment, Aura: Oracle's Insight [2R] Creature, Human Wizard: Magus of the Moon [2RRGG] Enchantment: "Ach! Hans, Run!" [2G] Creature, Elf Archer: Lys Alana Bowmaster [3RR] Legendary Creature, Spirit: Jiwari, the Earth Aflame [WW] Creature, Human Knight: White Knight [1] Artifact, Equipment: Golem-Skin Gauntlets [1UU] Instant: Capsize [1G] Instant: Commencement of Festivities [4R] Creature, Human Rogue: Canyon Lurkers [R] Creature, Lizard: Toxic Iguanar [3GG] Creature, Basilisk: Sylvan Basilisk [2G] Instant: Gnaw to the Bone [3R] Creature, Human Barbarian: Halberdier [6R] Instant: Ember Shot [1RR] Creature, Viashino Scout: Viashino Bladescout [4] Artifact Creature, Hound: Dross Ripper [1B] Enchantment, Aura: Dying Wail [3UU] Creature, Human Wizard: Supreme Inquisitor [3U] Creature, Merfolk Soldier: Saprazzan Legate [5R] Creature, Dragon: Stormwing Dragon [8] Creature, Eldrazi: Ulamog's Crusher [2B] Creature, Scorpion: Pit Scorpion [1WW] Creature, Human Knight: Mirran Crusader [U] Sorcery: Extract [1B] Enchantment, Aura: Twisted Experiment [2RRRG] Creature, Dragon: Dragon Broodmother [None] Vanguard: Starke [4RR] Creature, Angel: Flameblade Angel [2W] Enchantment: Mobilization [4U] Creature, Human Monk: Mystic of the Hidden Way [W] Creature, Human Soldier: Soldier of the Pantheon [G] Instant: Prey's Vengeance [4GG] Creature, Insect Beast: Symbiotic Beast [1] Artifact: Ivory Tower [3U] Creature, Drake: Voyager Drake [3BB] Planeswalker, Liliana: Liliana Vess [6WWW] Legendary Creature, Angel: Iona, Shield of Emeria [3] Artifact, Equipment: Sword of War and Peace [1U] Creature, Human Wizard: Sage of Hours [2U] Creature, Human Wizard: Trinket Mage [U] Instant: Triton Tactics [3RR] Sorcery: Mana Geyser [1GW] Enchantment: Aura Shards [2G] Creature, Centaur: Spellbane Centaur [4WUB] Artifact Creature, Sphinx: Enigma Sphinx [2G] Enchantment: Words of Wilding [3] Artifact: Kill Switch [1G] Instant: Leeching Bite [G] Enchantment, Aura: Wild Growth [None] Planeswalker, Gideon: Gideon, Battle-Forged [1GG] Instant, Arcane: Rending Vines [4] Artifact: Serrated Arrows [3B] Creature, Kor Rogue Minion: Cat Burglar [1RRR] Enchantment, Aura: Awaken the Ancient [2W] Creature, Spirit Soldier: Drogskol Shieldmate [3R] Enchantment: Aether Sting [3RR] Creature, Goblin: Battle Squadron [U] Instant: Steel Sabotage [5BBB] Legendary Creature, Vampire: Baron Sengir [2RR] Creature, Yeti: Summit Prowler [3R] Creature, Bird: Rukh Egg [None] Land: Sliver Hive [2] Artifact: Sapphire Medallion [3W] Creature, Human Knight: Ladies' Knight [5GG] Sorcery: Wave of Vitriol [1B] Creature, Rat Horror: Sinuous Vermin [3] Artifact: Ventifact Bottle [0] Artifact: Jack-in-the-Mox [1W] Enchantment: Rune of Protection: Blue [1W] Creature, Sliver: Quilled Sliver [None] Vanguard: Phage the Untouchable Avatar [2B] Instant: Grave Birthing [XG] Sorcery: Green Sun's Zenith [2B] Enchantment: Parallax Nexus [5RG] Creature, Beast: Gruul Ragebeast [4BBBB] Legendary Creature, Demon: Griselbrand [G] Creature, Human Druid: Woodland Druid [5] Artifact Creature, Scarecrow: Antler Skulkin [2GG] Creature, Elephant: Endangered Armodon [WB] Enchantment Creature, Human Cleric: Underworld Coinsmith [RG] Creature, Kavu: Horned Kavu [1G] Creature, Human Warrior: Disciple of the Old Ways [1G] Creature, Sliver: Muscle Sliver [1UU] Creature, Merfolk: Merfolk Sovereign [5WU] Legendary Creature, Human Wizard: Ith, High Arcanist [4G] Creature, Human Shaman Werewolf: Sage of Ancient Lore [1W] Instant: Break of Day [B/R] Enchantment, Aura: Riot Spikes [2RR] Creature, Human Mercenary: Moggcatcher [1R] Creature, Goblin: Hulking Goblin [G] Creature, Elephant: Rogue Elephant [3U] Creature, Elemental: Ethereal Whiskergill [B] Creature, Human Rogue: Night Market Lookout [U] Creature, Crab: Hedron Crab [R] Creature, Vampire: Stromkirk Noble [3R] Legendary Creature, Demon Spirit: Shimatsu the Bloodcloaked [None] Vanguard: Sliver Queen, Brood Mother [6] Artifact: Jandor's Ring [4] Artifact Creature, Scarecrow: Shell Skulkin [1RW] Enchantment: Searing Meditation [3G] Instant: Fresh Meat [None] Creature, Beast: Beast [None] Land: Sequestered Stash [2UB] Enchantment: Flooded Woodlands [None] Land: Halimar Depths [2B] Instant: Tar Snare [B] Sorcery: Psychic Spear [2B] Creature, Spirit: Searchlight Geist [1B] Enchantment: Zombie Infestation [RW] Creature, Human Archer: Stun Sniper [W] Creature, Kithkin Wizard: Burrenton Forge-Tender [4WUB] Artifact Creature, Sphinx: Magister Sphinx [2] Artifact Creature, Construct: Millikin [2R] Creature, Human Wizard: Thunderscape Battlemage [R] Sorcery: Flame Slash [2R] Sorcery: Cryoclasm [2R] Enchantment: Pyromania [4BG] Sorcery: Rites of Reaping [3U] Sorcery: Shape Anew [1U] Sorcery: Treasure Hunt [RRRR] Sorcery: Season's Beatings [3B] Sorcery: Sever the Bloodline [3B] Creature, Nightmare Horse: Stallion of Ashmouth [2W] Sorcery: Remember the Fallen [W] Instant: Reaping the Rewards [1RR] Instant: Orcish Cannonade [XR] Instant: Enrage [3RR] Instant: Stonefury [2R] Creature, Goblin Shaman: Spikeshot Goblin [2U] Creature, Efreet: Serendib Efreet [2W] Instant: Withstand [1U] Enchantment: Veiled Apparition [2W] Creature, Human Wizard: Benalish Emissary [5] Artifact: Ring of Immortals [2B] Creature, Zombie Insect: Nantuko Husk [5U] Creature, Bird Soldier: Shoreline Ranger [None] Land: Wizards' School [4UB] Legendary Creature, Human Wizard: Vela the Night-Clad [1GG] Creature, Fungus: Thallid Devourer [4BBB] Sorcery: Necromantic Selection [5W] Creature, Human Soldier: Kjeldoran Phalanx [R] Creature, Wall: Cinder Wall [5R] Creature, Cyclops: Cyclops Tyrant [None] Land, Urzas: Urza's Factory [None] Sorcery: Hypergenesis [2W] Enchantment, Aura: Pariah [W] Instant: Sacred Rites [U] Enchantment, Aura: Robe of Mirrors [3U] Creature, Human Artificer: Aspiring Aeronaut [2U] Creature, Human Artificer: Aeronaut Tinkerer [1B] Creature, Sliver: Crypt Sliver [1G] Creature, Bird: Zodiac Rooster [1B] Creature, Zombie: Wailing Ghoul [1UR] Sorcery: Squee's Revenge [2] Artifact, Equipment: Fleetfeather Sandals [1RG] Enchantment: Stormbind [2RR] Planeswalker, Koth: Koth of the Hammer [2G] Summon, Cow: Hungry Hungry Heifer [1G] Creature, Elf Shaman Ally: Beastcaller Savant [2BB] Creature, Zombie Knight: Order of Yawgmoth [1B] Enchantment, Aura: Binding Agony [1B/RB/RB/R] Creature, Elemental Knight: Ashenmoor Liege [2W] Creature, Human Monk: Dragon Bell Monk [U] Instant: High Tide [BB] Creature, Zombie: Sangrophage [B] Creature, Spirit: Ghost-Lit Stalker [1G] Creature, Snake: Death-Hood Cobra [2WW] Creature, Human Wizard: Lost Auramancers [W] Instant: Faith's Shield [B] Instant: Culling the Weak [3] Artifact Creature, Scarecrow: Hoof Skulkin [4R] Creature, Bird: Crimson Roc [2G] Sorcery: Fallow Earth [G] Creature, Faerie: Scryb Sprites [B] Tribal Instant, Faerie: Peppersmoke [None] Creature, Eldrazi Werewolf: Erupting Dreadwolf [2UU] Creature, Human Wizard: Master of the Veil [2G] Sorcery: Clear the Land [1WW] Creature, Griffin: Diving Griffin [4GG] Creature, Beast: Brontotherium [2/U2/U2/U] Sorcery: Advice from the Fae [4BR] Sorcery: Morgue Burst [3GG] Creature, Beast: Woodripper [W/U] Creature, Kithkin Soldier: Zealous Guardian [WW] Creature, Cat Cleric: Ajani's Sunstriker [3] Artifact: Sunglasses of Urza [2R] Sorcery: Rift Bolt [1WW] Enchantment: Contemplation [G] Instant: Crop Rotation [None] Creature, Eldrazi Horror: It That Rides as One [2B] Creature, Bird Warrior: Pestilent Kathari [2U] Creature, Drake: Tower Drake [3U] Instant: Glimmer of Genius [XB] Sorcery: Soul Strings [3UU] Instant: Lost in the Mist [4] Artifact: Helm of Possession [1UU] Creature, Illusion: Shaper Parasite [None] Land: Kessig Wolf Run [4U] Creature, Drake: Hunting Drake [2W] Instant: Dismantling Blow [3W] Enchantment: Vassal's Duty [4U] Creature, Illusion: Mistform Wakecaster [1] Artifact: Panic Spellbomb [U/R] Creature, Goblin: Stream Hopper [2] Artifact Creature, Snake: Narnam Cobra [2R] Enchantment, Aura: Bestial Fury [5B] Creature, Zombie: Corpulent Corpse [2] Artifact: Cogworker's Puzzleknot [2W] Enchantment, Aura Curse: Curse of the Forsaken [3B] Instant: Agonizing Demise [1G] Creature, Elf Warrior: Talara's Battalion [4RR] Creature, Ogre: Rustmouth Ogre [3] Artifact: Pearl Shard [2U] Instant: Flaccify [4W] Creature, Spirit: Emissary of the Sleepless [3R] Creature, Elemental: Subterranean Shambler [3R] Instant: Magma Burst [1U] Instant: Silhouette [4B] Creature, Shapeshifter: Cairn Wanderer [3WW] Creature, Human Gamer: Collector Protector [2GG] Creature, Elemental: Hungry Mist [R] Creature, Goblin: Mogg Fanatic [2W] Creature, Human Spellshaper: Devout Witness [1B] Creature, Insect: Brood of Cockroaches [2] Artifact: Jinxed Ring [R] Creature, Lizard: Obstinate Familiar [4R] Enchantment, Aura: Extra Arms [3RR] Tribal Sorcery, Elemental: Consuming Bonfire [BB] Creature, Vampire Spirit: Bloodghast [8] Artifact Creature, Golem: Colossus of Akros [1W] Instant: Echoing Calm [1B] Enchantment: Deadly Designs [W] Instant, Arcane: Quiet Purity [3B] Creature, Shade: Drifting Shade [3B] Sorcery: Gild [2B] Creature, Imp: Ravenous Skirge [4G] Creature, Treefolk Warrior: Crabapple Cohort [3G] Enchantment, Aura: Reins of the Vinesteed [1W] Enchantment, Aura: Sun Clasp [2] Artifact: Temporal Aperture [1RR] Creature, Goblin Shaman: Skirk Shaman [2GWW] Legendary Creature, Angel: Sigarda, Host of Herons [2G] Creature, Wolf: Sacred Wolf [2B] Creature, Horror: Necrogen Scudder [3] Artifact Creature, Scarecrow: Scarecrone [3UU] Creature, Whale: Killer Whale [6R] Creature, Beast: Skittish Valesk [XGGG] Sorcery: Genesis Wave [2G] Legendary Creature, Human Rogue: Yisan, the Wanderer Bard [4] Artifact Creature, Horror: Rusted Slasher [RRR] Sorcery: Flamebreak [4G] Creature, Wall: Infested Roothold [2U] Instant: Twitch [U] Creature, Human Wizard: Hapless Researcher [4B] Sorcery: Shadow Slice [3] Artifact Creature, Myr: Myr Propagator [4G] Creature, Kavu: Penumbra Kavu [4R] Creature, Human Warrior: Flamerush Rider [1] Artifact: Vial of Poison [2GG] Creature, Lizard: Brooding Saurian [2] Artifact: Urza's Hot Tub [1U] Enchantment, Aura: Dragon Wings [3U] Creature, Faerie Wizard: Faerie Harbinger [2U/R] Creature, Noggle Wizard: Noggle Hedge-Mage [None] Creature, Werewolf: One of the Pack [3UU] Creature, Insect Horror: Docent of Perfection [1R] Enchantment, Aura: Crown of Fury [None] Land: Temple of Deceit [R] Sorcery: Forked Bolt [3] Artifact, Equipment: Haunted Cloak [2B] Sorcery: Night Terrors [2G] Creature, Wolf: Rot Wolf [3U] Enchantment: Delusions of Mediocrity [3] Artifact: Thunder Totem [9] Creature, Eldrazi Crab: Drownyard Behemoth [2R] Creature, Eldrazi: Eldrazi Obligator [3G] Creature, Giant Druid: Ondu Giant [None] Land, Gate: Gruul Guildgate [3B] Creature, Human Wizard: Disciple of Bolas [6RR] Creature, Giant Warrior: Hearthcage Giant [1GUU] Creature, Snake: Mystic Snake [1R] Creature, Human Monk: Leaping Master [3BB] Creature, Demon: Indulgent Tormentor [2] Artifact: Telim'Tor's Darts [BB] Instant: Sorin's Thirst [2WU] Creature, Bird: Sawtooth Loon [3GG] Creature, Plant Fungus: Lichenthrope [None] Planeswalker, Jace: Jace, Telepath Unbound [3R] Creature, Goblin Scout Ally: Chasm Guide [None] Land: Gemstone Mine [XRR] Instant: Ravaging Blaze [6B] Sorcery: Plague of Vermin [3G] Sorcery: Ranger's Path [1] Artifact: Lifespark Spellbomb [4U] Creature, Cat Illusion: Illusory Ambusher [2] Artifact: Arcum's Weathervane [3U] Creature, Wall: Floodgate [1W] Creature, Bird: Mystic Familiar [G/W] Creature, Dryad Soldier: Dryad Militant [1W] Creature, Dwarf Pilot: Gearshift Ace [1R] Instant: Blood Lust [1BB] Enchantment Creature, Demon: Master of the Feast [3] Artifact, Equipment: Chitinous Cloak [2UU] Enchantment: Dissipation Field [2R] Creature, Insect: Fire Ants [2B] Creature, Human: Kindly Stranger [1GW] Legendary Creature, Elf Scout: Selvala, Explorer Returned [4R] Creature, Ogre Wizard: Ogre Savant [5] Artifact Creature, Construct: Creepy Doll [1B] Instant: Ghoul's Feast [None] Land: School of the Unseen [1GG] Creature, Elf Archer: Jagged-Scar Archers [XUU] Instant: Logic Knot [2R] Creature, Ogre Warrior: Qal Sisma Behemoth [2R] Creature, Ape Spirit: Simian Spirit Guide [3GG] Creature, Elf Druid: Gilt-Leaf Archdruid [1BB] Sorcery: Flaying Tendrils [6] Artifact: Dreamstone Hedron [G] Creature, Elf Shaman: Elvish Eulogist [1UU] Creature, Shapeshifter: Cryptoplasm [BB] Instant: Devour in Shadow [3R] Creature, Phoenix: Worldheart Phoenix [6] Artifact: Eternity Vessel [3G] Creature, Snake Shaman: Sakura-Tribe Springcaller [2BB] Sorcery: Fatal Lore [3W] Creature, Gargoyle: Wakestone Gargoyle [2R] Instant: Staggershock [2GG] Enchantment: Primal Order [4GW] Legendary Creature, Elf Warrior: Tolsimir Wolfblood [2UU] Instant: Induce Paranoia [3G] Creature, Human Warrior: Backwoods Survivalists [5] Artifact: Ornate Kanzashi [G] Enchantment, Aura: Mortal Wound [1W] Enchantment, Aura: Crown of Awe [2] Artifact, Equipment: Banshee's Blade [2B] Sorcery: Reap the Seagraf [R] Instant: Active Volcano [1U] Sorcery: Strategic Planning [4R] Creature, Wurm: Scoria Wurm [2B] Sorcery: Rakshasa's Secret [3RR] Creature, Human Soldier: Ravaging Horde [2R] Creature, Wolf: Pyreheart Wolf [1R] Instant: Backdraft [U] Instant: Blustersquall [1W] Creature, Human: Unruly Mob [1W] Creature, Giant Soldier: Jotun Grunt [4GG] Enchantment: Mine, Mine, Mine! [3BB] Enchantment: Screams of the Damned [2W] Snow Enchantment: Cover of Winter [B] Creature, Skeleton Soldier: Asphodel Wanderer [5B] Creature, Horror: Netherborn Phalanx [UB] Artifact, Equipment: Mask of Riddles [BBB] Creature, Human Assassin: Garza's Assassin [0] Artifact, Equipment: Spidersilk Net [3B] Creature, Human Rogue: Moriok Scavenger [1UU] Creature, Human Wizard: Riptide Entrancer [3B] Creature, Leech: Mana Skimmer [4] Artifact: Conservator [5R] Creature, Djinn: Halam Djinn [3W] Enchantment: Security Detail [2RR] Creature, Minotaur Shaman: Anaba Spirit Crafter [2U] Instant: Halt Order [None] Land: Ancient Spring [2G] Creature, Elf Druid: Quirion Druid [B] Sorcery: Wretched Banquet [B] Creature, Zombie Cat: Entrails Feaster [1B] Creature, Vampire: Heir of Falkenrath [4G] Creature, Human Werewolf: Grizzled Outcasts [2B] Snow Creature, Shade: Chilling Shade [1GG] Creature, Human Druid: Ichneumon Druid [2B] Enchantment, Aura: Phyrexian Boon [1WU] Creature, Spirit: Spell Queller [1GU] Creature, Eldrazi Drone: Void Grafter [2B] Instant: Grim Return [2UB] Planeswalker, Tezzeret: Tezzeret, Agent of Bolas [G] Creature, Elf: Weatherseed Elf [4W] Creature, Human Cleric: Serra Inquisitors [4RR] Creature, Dragon: Hellkite Tyrant [4UU] Creature, Djinn Monk: Sage-Eye Avengers [W] Instant: Veteran's Reflexes [W] Creature, Human Wizard: Sunscape Apprentice [5] Artifact: Meteorite [None] Creature, Vampire: Stalking Vampire [3WW] Creature, Elephant Soldier: Loxodon Stalwart [2G] Creature, Eldrazi Drone: Scion Summoner [2G] Creature, Human Druid: Yavimaya Enchantress [4RR] Sorcery: Volcanic Awakening [2W] Creature, Giant: Jotun Owl Keeper [4R] Creature, Human Barbarian: Barbarian Riftcutter [1B] Enchantment, Aura: Cast into Darkness [GUR] Creature, Ogre Warrior: Savage Knuckleblade [1U] Enchantment, Aura: Buoyancy [GW] Creature, Cat: Fleecemane Lion [1UU] Creature, Human Wizard: Neurok Invisimancer [4B] Instant: Reach of Shadows [6GG] Creature, Beast: Skarrg Goliath [4U] Creature, Human Wizard: Scrivener [2BB] Sorcery: Biting Rain [4BB] Legendary Creature, Demon: Nefarox, Overlord of Grixis [3BB] Creature, Vampire Wizard: Fiend of the Shadows [2B] Enchantment: Wave of Terror [3G] Enchantment: Ooze Flux [RRGG] Legendary Creature, Human Wizard: Tuknir Deathlock [4UU] Creature, Serpent: Sliptide Serpent [None] Land: Faerie Conclave [5GW] Creature, Elf Shaman: Trostani's Summoner [W] Creature, Human Soldier: Favored Hoplite [3R] Instant: Boil [5B] Creature, Goblin Warrior: Bog Hoodlums [3R] Creature, Human Warrior: Smelt-Ward Gatekeepers [1UU] Instant, Arcane: Sift Through Sands [1G] Creature, Spider: Deadly Recluse [G] Enchantment, Aura: Lush Growth [2U] Creature, Human Wizard: Disruptive Student [2WB] Creature, Vampire Warrior Ally: Cliffhaven Vampire [2U/R] Creature, Noggle Rogue: Noggle Ransacker [3G] Creature, Elf Shaman: Thelonite Hermit [3G] Creature, Human Monk: Order of the Sacred Bell [3RR] Creature, Beast: Arc-Slogger [3BB] Sorcery: Remorseless Punishment [1RR] Instant: Fiery Temper [B] Enchantment: Darkest Hour [9] Artifact: Darksteel Forge [G] Creature, Human Mutant: Simic Initiate [1G] Creature, Human Spellshaper: Deepwood Drummer [3] Artifact Creature, Myr: Myr Adapter [1U] Enchantment, Aura: Viscerid Armor [3R] Creature, Goblin: Goblin Grenadiers [3B] Creature, Zombie: Grave Scrabbler [R] Enchantment, Aura: Dragon Mantle [3R] Creature, Goblin: Goblin Snowman [1RR] Creature, Goblin: Skirk Commando [2B] Creature, Zombie Wall: Wall of Limbs [3U] Creature, Drone: Advanced Hoverguard [2W] Instant: Reviving Dose [3GG] Creature, Kavu: Kavu Chameleon [RR] Enchantment: Smoke [G] Creature, Cat: Pouncing Jaguar [1U] Creature, Merfolk Spellshaper: Overtaker [W] Enchantment: Limited Resources [2G] Creature, Elf: Darkwatch Elves [1B] Creature, Zombie: Cyclopean Mummy [3R] Sorcery: Rivals' Duel [2B] Enchantment, Aura: Demonic Torment [None] Land: Fertile Thicket [None] Creature, Soldier: Soldier [None] Land: Scorched Ruins [1R] Instant: Flaring Pain [3RW] Creature, Cyclops Soldier: Fortress Cyclops [2WW] Creature, Bird: Aetherstorm Roc [5] Creature, Eldrazi: Kozilek's Channeler [6] Artifact: Celestial Sword [W] Creature, Human Soldier: Thraben Standard Bearer [3B/RB/R] Creature, Elemental Knight: Kulrath Knight [3R] Creature, Human Werewolf: Instigator Gang [6BB] Creature, Avatar Praetor: Sanguine Praetor [2G] Creature, Human Wizard: Ana Battlemage [2WW] Creature, Human Knight: Serra Paladin [2B] Creature, Vampire: Vampire Noble [None] Legendary Land: Gaea's Cradle [2B] Instant: Merciless Resolve [1U] Creature, Shapeshifter: Amoeboid Changeling [2BB] Legendary Enchantment: Night of Souls' Betrayal [1U] Creature, Fish: Coral Eel [1W] Creature, Human Soldier: Squire [3] Artifact Creature, Insect: Rust Tick [3G] Creature, Human Warrior: Abzan Kin-Guard [3RR] Creature, Dragon: Hunted Dragon [2G] Enchantment: City of Solitude [2BG] Creature, Plant Skeleton: Rot Farm Skeleton [4G] Creature, Ooze: Mitotic Slime [4GG] Enchantment: Recycle [2WW] Legendary Creature, Bird Soldier: Commander Eesha [2WW] Creature, Angel: Herald of Serra [1W] Enchantment, Aura: Indomitable Will [2U] Creature, Human Wizard: Krovikan Sorcerer [2] Artifact: Whalebone Glider [2G] Sorcery: Squall [3U/BU/BU/B] Legendary Creature, Faerie Wizard: Oona, Queen of the Fae [3] Artifact: Fabrication Module [2B] Creature, Bat: Gloomhunter [4UU] Instant: Aethersnatch [2U] Creature, Bird Scout: Jeskai Windscout [1B] Creature, Human Cleric: Qarsi Sadist [2] Artifact: Psychogenic Probe [3W] Creature, Thrull Cleric: Absolver Thrull [2] Artifact: Phyrexian Splicer [1W] Instant: Feeling of Dread [3RR] Enchantment: In the Web of War [R] Creature, Goblin: Goblin Lackey [1W] Instant: Inquisitor's Snare [2B] Creature, Spirit: Farbog Revenant [2R] Sorcery: Trouble [3] Artifact Creature, Shapeshifter: Proteus Machine [None] Land: Flooded Grove [3U] Creature, Merfolk: Blockade Runner [1W] Instant: Gallantry [1] Artifact, Equipment: Skyblinder Staff [3R] Creature, Hound: Monstrous Hound [4WU] Legendary Creature, Human Warrior: Kasimir the Lone Wolf [R] Creature, Devil: Vexing Devil [2BB] Instant: Silence the Believers [3RR] Creature, Beast: Avarax [4GW] Creature, Elemental: Woodvine Elemental [3] Artifact: Cloud Key [5BB] Creature, Dragon: Ebon Dragon [2G] Creature, Human Rogue: Agent of Horizons [4] Artifact, Equipment: Nightmare Lash [2R] Sorcery: Erratic Explosion [2R] Enchantment: Bludgeon Brawl [None] Plane, Moag: Fields of Summer [2R] Creature, Gargoyle: Granite Gargoyle [3UU] Sorcery: Ojutai's Summons [3WWW] Creature, Angel: Victory's Herald [4U] Artifact Creature, Vedalken Knight: Ethersworn Adjudicator [RRR] Creature, Djinn: Mijae Djinn [2U] Enchantment: Secrets of the Dead [1R] Sorcery: Flash of Defiance [1G] Creature, Elf Archer: Elvish Hunter [1B] Sorcery: Collective Brutality [1G] Creature, Elf Nomad: Nomadic Elf [3UU] Creature, Drake: Silver Wyvern [2B] Sorcery: Fortuitous Find [2WW] Creature, Human Wizard: Magus of the Disk [1R] Sorcery: Book Burning [W] Enchantment, Aura: Blue Ward [2W] Sorcery: Retribution of the Meek [XW] Legendary Creature, Human Cleric: Mikaeus, the Lunarch [3W] Legendary Creature, Human Soldier: Odric, Lunarch Marshal [4BB] Enchantment: Gibbering Descent [2G] Creature, Elf: Fierce Empath [2B] Creature, Werewolf Minion: Treacherous Werewolf [3UU] Sorcery: Fathom Trawl [3B] Instant: Malice [2R] Sorcery: Searing Rays [3BB] Creature, Rat Ninja: Okiba-Gang Shinobi [4] Artifact: Lich's Tomb [1B] Creature, Goblin Rogue: Nath's Buffoon [1] Artifact: Library of Leng [3R] Sorcery: Empty the Warrens [W/UW/UW/UW/UW/U] Creature, Spirit Avatar: Godhead of Awe [W] Enchantment: Serra's Hymn [3B] Creature, Zombie: Haunted Dead [None] Land: Concealed Courtyard [2GG] Legendary Creature, Avatar: Daughter of Autumn [1W] Instant, Arcane: Terashi's Verdict [4B] Creature, Werewolf: Greater Werewolf [None] Vanguard: Arcbound Overseer Avatar [5GG] Sorcery: Nissa's Revelation [3UR] Creature, Human Wizard: Izzet Chronarch [3WW] Creature, Giant Warrior: Cloudgoat Ranger [2] Artifact: Corrupted Grafstone [4GGG] Creature, Insect: Moldgraf Monstrosity [2U] Creature, Human Wizard: Riptide Survivor [3RG] Creature, Dragon: Harbinger of the Hunt [1BR] Creature, Kavu: Vicious Kavu [None] Land: Mercadian Bazaar [None] Land: Skyline Cascade [W] Creature, Human Soldier: Gideon's Lawkeeper [3BB] Sorcery: Aether Snap [1UUB] Instant: Clutch of the Undercity [1U] Enchantment: Standstill [2W] Creature, Cleric: Priests of Norn [None] Land: Dwarven Ruins [2] Artifact: Scrying Glass [5BB] Creature, Demon: Archdemon of Unx [3WW] Legendary Creature, Spirit: Kiyomaro, First to Stand [1U] Creature, Faerie: Wind Dancer [3] Artifact Creature, Bird Construct: Cogwork Spy [2R] Creature, Beast: Pallimud [5R] Creature, Wolf: Assembled Alphas [1G] Creature, Dryad: Rushwood Dryad [3W] Instant: Order [U] Creature, Wurm: Water Wurm [3WU] Legendary Creature, Human Soldier: Lavinia of the Tenth [3B] Creature, Shade Spirit: Dungeon Shade [7] Artifact Creature, Construct: Accomplished Automaton [4U] Instant: Quicksilver Geyser [W] Creature, Kithkin Soldier: Goldmeadow Stalwart [1W] Sorcery: Open the Armory [1R] Enchantment, Aura: Emblem of the Warmind [G] Sorcery: Hunt the Hunter [2GG] Creature, Lizard: Imperiosaur [2G] Enchantment: Squirrel Farm [1RRR] Creature, Elemental Cat: Blistering Firecat [1U] Creature, Licid: Stinging Licid [3R] Creature, Cyclops: Ill-Tempered Cyclops [2U] Sorcery: Baleful Stare [3R] Creature, Goblin Shaman: Lightning Crafter [2RR] Creature, Human: Ali from Cairo [None] Vanguard: Necropotence Avatar [1WU] Creature, Human Wizard: Azorius Aethermage [1R] Creature, Human Spellshaper: Hammer Mage [2R] Creature, Minotaur Warrior: Pensive Minotaur [1R] Instant: Temur Battle Rage [X] Artifact Creature, Wall: Shifting Wall [2WW] Creature, Human Soldier: Flanking Troops [4G] Creature, Elf Soldier: Entourage of Trest [1UB] Creature, Shapeshifter: Dimir Doppelganger [GGWWWUU] Sorcery: Clarion Ultimatum [5GG] Legendary Creature, Insect Druid: Thriss, Nantuko Primus [R] Sorcery: Blinding Flare [3] Legendary Artifact: Shell of the Last Kappa [None] Creature, Nightmare: Persistent Nightmare [1RRR] Enchantment: Furnace of Rath [R] Sorcery: Gamble [3RR] Creature, Elemental: Scourge of Geier Reach [U] Instant: Sea Kings' Blessing [2B] Creature, Zombie: Phyrexian Ghoul [None] Land: Salt Marsh [None] Land: Blossoming Sands [U] Instant: Cerulean Wisps [4G] Creature, Plant Hydra: Sprouting Phytohydra [U] Instant: Enchantment Alteration [1W] Enchantment: Suppression Field [2B] Instant: Grim Affliction [None] Scheme: Choose Your Champion [5] Legendary Artifact: Thrumming Stone [3W] Creature, Human Knight: Sacred Knight [1UU] Legendary Creature, Spirit: Kira, Great Glass-Spinner [W] Instant, Arcane: Spiritual Visit [GU] Creature, Bird Shaman: Icefeather Aven [3U] Enchantment, Aura: Binding Grasp [1G] Creature, Ape: Zodiac Monkey [3U] Creature, Wall: Mirror Wall [7UU] Creature, Bringer: Bringer of the Blue Dawn [2U] Creature, Bird Ally: Umara Raptor [R] Instant: Fighting Chance [2B] Instant: Expunge [2U] Instant: Argent Mutation [1U] Creature, Human Pirate Scout: Talas Explorer [4GG] Creature, Wurm: Canopy Gorger [3BG] Creature, Zombie Lizard: Marrow Chomper [2WW] Creature, Rhino Soldier: Rhox Pikemaster [3W] Creature, Beast: Ondu Greathorn [3] Artifact: Weatherseed Totem [5R] Creature, Elemental: Earth Servant [4RW] Sorcery: Release [6B] Creature, Zombie Fish: Gurmag Angler [1R] Sorcery: Burning Wish [2WU] Creature, Bird: Skymark Roc [2RR] Creature, Human Barbarian: Keldon Warlord [XWUU] Instant: Sphinx's Revelation [3BB] Creature, Zombie Wurm: Carrion Wurm [5UU] Creature, Sphinx: Goliath Sphinx [2B] Creature, Nightstalker: Raiding Nightstalker [None] Land: Tomb of the Spirit Dragon [2RR] Creature, Vampire Berserker: Insatiable Gorgers [G] Instant: Ornamental Courage [XRW] Instant: Aurelia's Fury [3U] Sorcery: Airborne Aid [2GG] Sorcery: Break Asunder [1G] Enchantment Creature, Nymph Dryad: Leafcrown Dryad [None] Land: Rugged Highlands [R] Enchantment, Aura: Ironclaw Curse [2U] Creature, Human Wizard: Tolarian Emissary [R/WR/WR/W] Creature, Goblin Soldier: Hearthfire Hobgoblin [2RR] Enchantment: Pyrohemia [BB] Enchantment, Aura: Fear [3R] Creature, Insect: Barbed Shocker [1B] Creature, Zombie: Roofstalker Wight [2] Artifact, Equipment: Rogue's Gloves [1R] Enchantment: Scald [WW] Enchantment, Aura: Daybreak Coronet [2B] Creature, Human Mercenary: Strongarm Thug [5G] Creature, Beast: Quagnoth [3R] Sorcery: Bend or Break [5B] Creature, Beast: Loathsome Catoblepas [2B/RB/R] Creature, Elemental Rogue: Sootwalkers [3GG] Planeswalker, Freyalise: Freyalise, Llanowar's Fury [1GG] Creature, Elemental: Fruitcake Elemental [None] Creature, Werewolf: Moonscarred Werewolf [None] Land: Auntie's Hovel [1R] Creature, Salamander: Pyric Salamander [1GWU] Legendary Creature, Human Knight: Rafiq of the Many [4GG] Creature, Elemental: Soul of the Harvest [2GG] Creature, Elemental: Wolfbriar Elemental [2BB] Creature, Specter: Abyssal Specter [R] Enchantment, Aura: Messenger's Speed [2UU] Creature, Shapeshifter: Anthroplasm [3W] Instant: Spirit Flare [3WW] Creature, Elephant Cleric: Loxodon Mystic [3B] Creature, Dauthi Minion: Dauthi Mindripper [2W] Sorcery: Solemn Offering [3RRR] Instant: Soulblast [R] Instant: Inflame [1G] Instant: Defend the Hearth [2B] Enchantment: Blowfly Infestation [3] Artifact: Necrogen Censer [4W] Creature, Gargoyle: Ivory Gargoyle [2U] Enchantment: Rhystic Study [1WW] Instant: Pulse of the Fields [1GU] Artifact Creature, Human Rogue: Shardless Agent [2UBR] Legendary Creature, Zombie Wizard: Nekusar, the Mindrazer [1W] Creature, Cat Warrior: Oreskos Swiftclaw [None] Land: Scoured Barrens [3GG] Creature, Eldrazi Drone: Broodwarden [4U] Creature, Bird: Coastal Hornclaw [6] Artifact: Runesword [3WW] Creature, Human Knight: Dawnstrike Paladin [G] Enchantment: Elephant Grass [G/W] Creature, Elf Shaman: Seedcradle Witch [5W] Creature, Giant Soldier: Protector of the Crown [5U] Enchantment: Rooftop Storm [4WB] Sorcery: Merciless Eviction [B] Instant: Ebony Charm [3GG] Creature, Elemental: Bramble Elemental [3U] Artifact: Cumber Stone [None] Plane, Mirrodin: Quicksilver Sea [2R] Creature, Dwarf Warrior: Dwarven Warriors [4W] Enchantment: Noble Stand [3U] Creature, Zombie Wizard: Fatestitcher [4U] Creature, Zombie Drake: Tattered Drake [UUU] Sorcery: Sanity Grinding [None] Creature, Eldrazi Insect: Final Iteration [3UU] Creature, Shapeshifter: Morphling [4BB] Instant: Dark Withering [1WB] Legendary Creature, Zombie Soldier: Daxos the Returned [4] Artifact: Clock of Omens [2G] Creature, Elf Druid: Farhaven Elf [5GW] Creature, Beast: Vagrant Plowbeasts [2GU] Legendary Creature, Elf Druid: Rashmi, Eternities Crafter [W] Enchantment, Aura: Kithkin Armor [G] Instant: Crossbow Ambush [3] Artifact Creature, Golem: Walking Archive [1W] Creature, Human Cleric: Nearheath Pilgrim [1R] Creature, Human Soldier: Bomber Corps [U] Creature, Sliver: Galerider Sliver [None] Land: Unknown Shores [None] Land: Temple of Epiphany [3] Artifact: Nuisance Engine [1] Artifact: Didgeridoo [3] Artifact: Crucible of Worlds [1] Artifact: Skycloud Egg [None] Land: Koskun Keep [3BB] Creature, Vampire: Arrogant Vampire [2U] Creature, Human Wizard: Ghosthelm Courier [GWU] Instant: Bant Charm [2W] Enchantment, Aura: Battle Mastery [1W] Sorcery: Renewing Dawn [4W] Creature, Angel: Shepherd of the Lost [3W] Creature, Human Cleric: Abzan Battle Priest [2U] Creature, Elemental: Fog Elemental [2W] Sorcery: Call the Gatewatch [4GW] Creature, Cat Beast Warrior: Sabertooth Nishoba [1B] Enchantment: Font of Return [3W] Legendary Creature, Bird Soldier: Major Teroh [W] Creature, Human Scout: Auriok Transfixer [1UU] Instant: Dissolve [4GW] Creature, Beast: Sigiled Behemoth [2U] Creature, Spirit: Uninvited Geist [2U/RU/R] Creature, Noggle Rogue: Noggle Bridgebreaker [5B] Creature, Elemental Warrior: Ashenmoor Cohort [2R] Enchantment: Raka Sanctuary [2B] Enchantment: Witch's Mist [W] Instant: Tithe [U] Creature, Human Wizard: Shaper Guildmage [3RR] Creature, Goblin Shaman: Outrage Shaman [1U] Enchantment: Chill [R] Instant: Rush of Adrenaline [3B] Sorcery: Consuming Vapors [1B] Creature, Ogre Warrior: Raving Oni-Slave [2RR] Creature, Goblin Warrior: Goblin Bangchuckers [W] Enchantment: Sunspring Expedition [R] Creature, Goblin Rogue: Goblin Vandal [XRG] Creature, Hydra: Savageborn Hydra [3W] Creature, Human Knight: Knight of Sursi [2U] Creature, Spirit: Lantern Spirit [3GW] Sorcery: Hymn of Rebirth [1BB] Creature, Human Knight: Stromgald Cabal [4RR] Sorcery: Rain of Salt [2R/W] Creature, Goblin Knight: Hobgoblin Dragoon [1R] Creature, Human Bureaucrat: Frazzled Editor [1G] Creature, Human Druid: Nightshade Peddler [1R] Enchantment, Aura: Flowstone Embrace [3UU] Creature, Zombie Horror: Geralf's Masterpiece [W] Enchantment, Aura: Mask of Law and Grace [1RR] Instant: Annihilating Fire [None] Plane, Ravnica: Undercity Reaches [2B] Instant: Feeding Frenzy [B] Enchantment: Bloodchief Ascension [None] Legendary Land: Shizo, Death's Storehouse [1R] Creature, Goblin Warrior: Goblin Piledriver [4UU] Creature, Elemental: Thousand Winds [2W] Creature, Human Cleric: Troubled Healer [5] Artifact: Gilded Lotus [3R] Instant: Lightning Blast [1B] Sorcery: Addle [1BB] Creature, Vampire Shaman: Pawn of Ulamog [3G] Creature, Elf Druid: Wirewood Channeler [4W] Creature, Spirit: Horizon Seed [2W] Creature, Human Rebel Cleric: Saltfield Recluse [3GG] Creature, Cat: Pride of Lions [3UU] Instant, Trap: Archive Trap [1BB] Creature, Human Wizard: El-Hajjaj [B] Sorcery: Return to Battle [4R] Creature, Human Soldier: Renegade Warlord [XG] Instant: Molder [2B] Sorcery: Tormented Thoughts [4W] Creature, Spirit: Kami of Tattered Shoji [1U] Instant: Aura Graft [4UB] Creature, Horror: Dinrova Horror [2W] Creature, Human Knight: Charging Paladin [2BB] Creature, Spirit: Harbinger of Night [2G] Enchantment, Aura: Alpha Status [3B] Creature, Zombie: Murk Dwellers [5UU] Creature, Illusion: Amugaba [2U] Enchantment: Faces of the Past [W] Creature, Kithkin Cleric: Apothecary Initiate [UU] Instant: Nullify [1BB] Creature, Imp: Cadaver Imp [2R] Creature, Human Soldier: Fault Riders [1U] Sorcery: Fatigue [4GG] Legendary Creature, Snake Shaman: Sakiko, Mother of Summer [G] Sorcery: Collective Voyage [3G] Creature, Elf Druid: Wild Wanderer [3B] Sorcery: Midnight Recovery [1U] Creature, Spirit: Ghost-Lit Warder [3G] Instant: Infuse with the Elements [W] Creature, Kor Nomad Soldier: Nomads en-Kor [2B] Instant: Bone Harvest [1B] Creature, Eldrazi Drone: Slaughter Drone [6] Artifact, Equipment: Argentum Armor [4U] Instant: Mysteries of the Deep [W] Enchantment, Aura: Detainment Spell [2U] Sorcery: Withering Gaze [3BB] Instant: Annihilate [None] Vanguard: Hanna [6GG] Creature, Spirit: Thousand-legged Kami [5] Artifact: Belbe's Portal [3GG] Creature, Elephant Wurm: Metamorphic Wurm [G] Creature, Elf Scout: Treetop Scout [1W] Enchantment: Absolute Grace [1R] Creature, Viashino Warrior: Viashino Slasher [4G] Sorcery: Tranquil Path [4WW] Legendary Creature, Human Soldier Warrior: Zhang Fei, Fierce Warrior [2R] Instant: Mercadia's Downfall [3U] Instant: Fact or Fiction [3B] Enchantment: Marchesa's Decree [1U] Creature, Spirit: Shriekgeist [W] Creature, Human Cleric: Confessor [4BB] Creature, Horror Mercenary: Cateran Slaver [4R] Creature, Orc: Orcish Squatters [2WW] Enchantment: Royal Decree [2W] Enchantment: Prismatic Circle [2UU] Sorcery: Sleep [1U] Creature, Human Wizard: Magus of the Bazaar [2G] Instant: Vivify [1R] Instant: Chandra's Pyrohelix [4GG] Creature, Elf Scout: Realm Seekers [6] Artifact: Staff of Nin [W] Creature, Human Cleric: Anointer of Champions [3G] Enchantment, Aura: Fruit of the First Tree [3G] Creature, Plant Wall: Carnivorous Plant [3UU] Enchantment: Mist of Stagnation [6RRR] Creature, Dragon: Fire Dragon [2GU] Planeswalker, Kiora: Kiora, the Crashing Wave [2R/GR/G] Creature, Insect: Giant Solifuge [1RR] Creature, Vampire: Erdwal Ripper [2B] Creature, Zombie: Dross Prowler [3W] Enchantment: Circle of Solace [3G] Creature, Insect: Giant Caterpillar [U] Instant: Leap [RGW] Creature, Beast: Woolly Thoctar [U] Enchantment, Aura: Genju of the Falls [3GG] Creature, Beast: Fangren Hunter [2GG] Creature, Insect: Yavimaya Ants [3W/UW/U] Creature, Human Advisor: Azor's Elocutors [8] Artifact: Aladdin's Ring [2U] Creature, Merfolk Wizard: Simic Fluxmage [1W] Instant, Arcane: Otherworldly Journey [2R] Creature, Kavu: Slimy Kavu [4B] Creature, Vampire Soldier: Stromkirk Patrol [1G] Enchantment: Survival of the Fittest [4BB] Creature, Demon: Yawgmoth Demon [2R] Creature, Ogre: Flailing Ogre [3] Artifact: Floodwater Dam [1RG] Creature, Goblin Shaman: Feral Animist [1WW] Enchantment: Fortified Area [1U] Creature, Human Wizard: Willbender [U] Creature, Beast: Thought Nibbler [2U] Instant: Chilling Grasp [3RR] Legendary Creature, Human Rogue: Joven [2B] Sorcery: Nature's Ruin [1R] Creature, Goblin: Okk [2WW] Legendary Creature, Human Rebel: Cho-Manno, Revolutionary [4] Artifact: Red Mana Battery [WUBRG] Legendary Creature, Illusion: Cromat [2RG] Planeswalker, Xenagos: Xenagos, the Reveler [3U] Instant: Choking Tethers [3GG] Sorcery: Savage Conception [7] Artifact Creature, Rhino: Ebony Rhino [2G] Enchantment Creature, Wolf: Nyxborn Wolf [4BB] Creature, Vampire Shade: Nirkana Revenant [2U] Instant: Deny Existence [None] Land: Castle Sengir [7] Artifact Creature, Gargoyle: Darksteel Gargoyle [4R] Instant: Chandra's Fury [UB] Artifact Creature, Human Rogue: Thoughtcutter Agent [2R] Sorcery, Arcane: Unearthly Blizzard [None] Plane, Ravnica: Prahv [2R] Creature, Ogre Warrior: Kazuul's Toll Collector [4GG] Creature, Beast: Feral Throwback [0] Artifact: Lion's Eye Diamond [5] Artifact: The Hive [None] Scheme: Know Naught but Fire [6UUU] Creature, Leviathan: Grozoth [3G] Creature, Hound: Mongrel Pack [3WW] Creature, Angel Spirit: Karmic Guide [G] Instant: Animate Land [5RR] Snow Creature, Dragon: Rimescale Dragon [2RRR] Enchantment: Gratuitous Violence [2URW] Creature, Djinn Wizard: Sage of the Inward Eye [3GG] Creature, Wolf: Arctic Wolves [None] Vanguard: Braids, Conjurer Adept Avatar [None] Land, Island Swamp: Watery Grave [2B] Instant: Nightmarish End [1B] Sorcery: Cruel Edict [1UB] Creature, Zombie: Prized Amalgam [5WWW] Legendary Creature, Angel: Akroma, Angel of Wrath [4BB] Artifact Creature, Golem: Salvage Titan [3] Artifact: Crystal Ball [4] Artifact: Thran Tome [1GG] Enchantment: Raking Canopy [1WWU] Sorcery: Supreme Verdict [3U] Instant: Sudden Storm [1W] Sorcery: Pegasus Stampede [W] Instant: Festival [3UU] Creature, Elemental: Water Elemental [5B] Creature, Nightmare Horse: Nightmare [1BB] Creature, Minion: Phyrexian Broodlings [2U] Creature, Merfolk Wizard: Razorfin Abolisher [1W] Instant: Aura Blast [1U] Creature, Spirit: Erdwal Illuminator [2U] Creature, Shapeshifter: Dermoplasm [1WWBB] Legendary Creature, Spirit Advisor: Obzedat, Ghost Council [1WW] Legendary Creature, Human Cleric: Orim, Samite Healer [1B] Creature, Human Knight: Craven Knight [5U] Snow Creature, Serpent: Ronom Serpent [G] Creature, Elf Warrior: Sunblade Elf [4U] Creature, Sliver: Synchronous Sliver [2G] Creature, Badger: Rysorian Badger [R] Creature, Ooze: Bloodhall Ooze [3BB] Creature, Zombie: Coffin Puppets [1G] Instant: Tel-Jilad Defiance [2G] Sorcery: Time to Feed [3G] Sorcery: Hunting Wilds [5] Artifact: Mangara's Tome [2U] Creature, Merfolk Soldier: Wake Thrasher [5U] Creature, Vedalken Wizard: Vedalken Dismisser [5U] Sorcery: Shifting Loyalties [1B/GB/GB/G] Creature, Horror: Creakwood Liege [3RR] Enchantment: Rite of the Raging Storm [2W] Creature, Human Scout: Village Bell-Ringer [BRG] Creature, Lizard: Sprouting Thrinax [3BR] Sorcery: Fumarole [3BB] Creature, Djinn: Aku Djinn [4U] Creature, Wall: Mnemonic Wall [5RR] Sorcery: Volcanic Vision [1W] Instant: Sun's Bounty [4] Artifact, Vehicle: Ovalchase Dragster [1U] Enchantment: Energy Field [R] Instant: Banners Raised [5B] Instant, Arcane: Pull Under [1U] Creature, Illusion: Gossamer Phantasm [2W] Creature, Human Soldier: Bastion Protector [UB] Enchantment: Spatial Binding [3] Artifact: Skeleton Shard [2] Artifact: Journeyer's Kite [None] Land: Rhystic Cave [WU] Enchantment, Aura: Wings of Hope [4] Artifact: Seer's Sundial [3] Artifact Creature, Construct: Serrated Biskelion [3GG] Creature, Insect: Gigapede [2UU] Creature, Thalakos: Thalakos Drifters [3U] Sorcery: Selective Memory [4] Artifact, Equipment: Deathrender [B] Creature, Insect: Phyrexian Battleflies [2BR] Legendary Creature, Human Cleric: Exava, Rakdos Blood Witch [1UU] Creature, Wall: Wall of Frost [2B] Creature, Thrull: Blood Vassal [2U] Creature, Spirit: Niblis of Dusk [3WW] Instant: Fire and Brimstone [1R] Creature, Human Berserker Ally: Highland Berserker [UU] Instant: Twincast [RG] Creature, Human Druid: Zhur-Taa Druid [2GG] Creature, Human: Master of the Hunt [1RR] Creature, Human Shaman: Vulshok Sorcerer [1BB] Enchantment, Aura: Screams from Within [1W] Enchantment, Aura: Spectral Grasp [4W] Creature, Human Cleric: Daunting Defender [4] Artifact: Geth's Grimoire [6] Artifact Creature, Golem: Malachite Golem [U] Creature, Human Wizard: Sage of Epityr [3G] Legendary Enchantment Creature, God: Nylea, God of the Hunt [1R] Sorcery: Boom [4GG] Enchantment, Aura: Wurmweaver Coil [2] Artifact: Armillary Sphere [2] Artifact, Equipment: Vulshok Morningstar [2U] Enchantment, Aura Curse: Curse of Inertia [1W] Instant: Feat of Resistance [2BB] Creature, Rat Shaman: Locust Miser [4B] Creature, Zombie Giant: Zombie Goliath [BB] Creature, Human Wizard: Krovikan Elementalist [XB] Sorcery: Mind Twist [3G] Sorcery: Hunters' Feast [None] Plane, Innistrad: Nephalia [1G/U] Creature, Faerie: Groundling Pouncer [BB] Instant: Urborg Justice [None] Plane, Alara: Jund [5GGG] Sorcery: Praetor's Counsel [5UU] Creature, Shapeshifter: Quicksilver Gargantuan [W] Creature, Human Rebel Cleric: Samite Censer-Bearer [1C] Instant: Spatial Contortion [2WW] Creature, Human Soldier: Gustcloak Sentinel [W] Enchantment, Aura: White Ward [None] Land, Gate: Selesnya Guildgate [4R] Legendary Creature, Human Knight: Telim'Tor [2R] Instant: Gone [1RR] Creature, Elemental Shaman: Inner-Flame Acolyte [5] Artifact Creature, Construct: Narstad Scrapper [4BR] Legendary Creature, Human: Pavel Maliki [3B] Creature, Zombie: Vengeful Dead [2UU] Legendary Creature, Human Wizard: Kaho, Minamo Historian [5B] Sorcery: Certain Death [3B] Creature: Nameless Race [XRR] Instant: Starstorm [3U] Sorcery: Last Thoughts [3] Artifact: Braidwood Cup [0] Artifact: Mox Pearl [3GG] Instant: Bounty of the Hunt [4] Artifact Creature, Golem: Junk Golem [None] Plane, Iquatana: The Aether Flues [RW] Instant: Deflecting Palm [3U] Creature, Zombie: Undead Alchemist [RGW] Instant: Rith's Charm [None] Land: Esper Panorama [2RR] Enchantment, Aura: Shiv's Embrace [1UU] Creature, Djinn: Old Man of the Sea [1W] Creature, Spirit: Tallowisp [2R] Sorcery: Desert Sandstorm [2BB] Creature, Demon: Demonlord of Ashmouth [G] Creature, Elf Scout: Norwood Ranger [None] Land: Spawning Bed [2B] Creature, Goblin Shaman: Spiderwig Boggart [2] Artifact: Implements of Sacrifice [1U] Instant: Spectral Shift [3W] Sorcery: Breath of Life [4B] Creature, Spirit: Revenant Patriarch [3] Artifact: Forcefield [2GGG] Legendary Creature, Spirit: Kodama of the North Tree [4B] Creature, Horror: Cursed Monstrosity [1W] Instant: Renounce the Guilds [2B] Creature, Elf Assassin: Eyeblight Assassin [4R] Creature, Ogre Berserker: Ogre Berserker [3G] Creature, Treefolk Shaman: Bog-Strider Ash [1R] Creature, Lizard: Sigiled Skink [3GG] Sorcery: Enlarge [2U] Creature, Merfolk Wizard: Merfolk Seer [1R] Instant: Lash Out [B] Enchantment, Aura: Demonic Appetite [2R] Enchantment: Goblin Warrens [3GGG] Creature, Spirit: Kindercatch [2G] Instant: Crash Landing [3] Artifact: Drake-Skull Cameo [1GG] World Enchantment: Hall of Gemstone [3BB] Enchantment: Palace Siege [4BB] Artifact Creature, Construct: Noxious Gearhulk [4W/U] Creature, Faerie Wizard: Glamer Spinners [BB] Creature, Cleric Knight: Order of the Ebon Hand [5RR] Sorcery: Goblin Game [2G] Creature, Elf Shaman: Advocate of the Beast [3W/BW/B] Creature, Elemental Spirit: Evershrike [1GG] Creature, Lhurgoyf: Terravore [2] Artifact: City in a Bottle [None] Land: Lumbering Falls [1U] Creature, Wall: Wall of Deceit [None] Vanguard: Sisters of Stone Death Avatar [4] Artifact Creature, Golem: Transguild Courier [3GW] Creature, Elemental Beast: Kjeldoran Frostbeast [2G] Creature, Spider: Netcaster Spider [4] Artifact: Time Bomb [W] Sorcery: Prophecy [1R] Tribal Instant, Shapeshifter: Blades of Velis Vel [U] Creature, Bird Mutant: Cloudfin Raptor [3] Artifact Creature, Construct: Spin Engine [1BB] Sorcery: Wicked Pact [1U] Creature, Bird: Zephyr Falcon [1W] Sorcery: Mine Excavation [3B] Sorcery: Aphetto Dredging [3] Artifact: Soul Separator [1B] Creature, Goblin Mercenary: Goblin Turncoat [3W] Creature, Shade: Shade of Trokair [2U] Creature, Human Wizard: Balduvian Frostwaker [12] Creature, Eldrazi: It That Betrays [5R] Instant, Trap: Stone Idol Trap [3R] Creature, Elemental: Cinder Elemental [4UU] Instant: Overwhelming Intellect [None] Land: Shelldock Isle [2R] Creature, Orc Paratrooper: Orcish Paratroopers [U] Sorcery: Cloak of Feathers [R] Creature, Vampire Berserker: Falkenrath Gorger [2B] Creature, Vampire Assassin Ally: Nirkana Assassin [5WWW] Legendary Creature, Angel: Avacyn, Angel of Hope [2U] Sorcery: Call to Mind [2B] Sorcery: Touch of Death [3B] Summon, Zombie: Deadhead [2WW] Sorcery: Windborne Charge [3R] Creature, Goblin: Goblin Clearcutter [1U] Enchantment: Era of Innovation [1] Artifact: Wayfarer's Bauble [3GG] Sorcery: Natural Spring [5U] Enchantment, Aura: Infinite Reflection [2WBG] Creature, Human Soldier: Armament Corps [2U] Creature, Vedalken Artificer: Synod Artificer [2R] Creature, Sliver: Barbed Sliver [U] Tribal Sorcery, Merfolk: Aquitect's Will [2RR] Creature, Giant: Lowland Giant [3R] Sorcery: Swelter [1G] Creature, Sliver: Quick Sliver [R] Instant: Rites of Initiation [4WB] Creature, Thrull: Treasury Thrull [1R] Sorcery: Rough [U] Creature, Elemental: Vortex Elemental [6] Artifact: Myr Incubator [1W] Creature, Human Soldier: Akroan Skyguard [None] Conspiracy: Immediate Action [3U] Sorcery: Distant Melody [5GGG] Creature, Wurm: Symbiotic Wurm [1G] Instant: Feed the Clan [1GG] Planeswalker, Nissa: Nissa, Voice of Zendikar [1B] Creature, Insect Horror: Plague Stinger [B] Creature, Cleric: Initiates of the Ebon Hand [None] Scheme: Rotted Ones, Lay Siege [2R] Legendary Creature, Spirit: Mannichi, the Fevered Dream [UB] Instant: Warped Physique [5WW] Sorcery: Sunscour [1RR] Creature, Wall: Wall of Lava [5] Artifact, Equipment: Strandwalker [4U] Creature, Homarid Warrior: Homarid Warrior [3UUU] Sorcery: Amnesia [3B] Sorcery: Outbreak [None] Land: Unholy Citadel [7] Artifact Creature, Sphinx: Sandstone Oracle [1R] Creature, Human Soldier: Impetuous Sunchaser [3G] Creature, Yeti: Karplusan Strider [2W] Creature, Human Nomad: Nomad Decoy [GG] Instant: Nourish [R] Sorcery: Reckless Abandon [XXBBBB] Instant: Empty the Pits [4BB] Sorcery: Dark Offering [1R] Instant: Sideswipe [3] Artifact: Bloodletter Quill [1G] Sorcery: Life's Legacy [5W] Creature, Human Wizard: Auratouched Mage [None] Conspiracy: Double Stroke [3R] Sorcery, Arcane: Spiraling Embers [B] Creature, Bat: Vampire Bats [2U] Sorcery: Tinker [2W] Creature, Cat Knight: Skyhunter Cub [R] Creature, Human Rogue: Ali Baba [W] Enchantment: Quest for the Holy Relic [3UB] Legendary Enchantment Creature, God: Phenax, God of Deception [None] Land: Buried Ruin [1UU] Instant: Rescind [3GG] Planeswalker, Nissa: Nissa, Vital Force [3G] Creature, Bear: Druid's Familiar [5GU] Creature, Leviathan: Simic Sky Swallower [B] Enchantment: Quest for the Gravelord [4RWW] Legendary Creature, Angel: Gisela, Blade of Goldnight [1G/UG/U] Creature, Merfolk Rogue: Cold-Eyed Selkie [5W] Creature, Cat Soldier: Jedit's Dragoons [5GG] Creature, Elemental: Avenger of Zendikar [3G] Creature, Insect: Venomous Dragonfly [4U] Creature, Human Pirate Wizard: Talas Researcher [W] Creature, Human Cleric: Sacred Guide [5B] Creature, Dragon: Acid-Spewer Dragon [5BB] Creature, Demon: Eater of Hope [4WW] Creature, Dragon: Exalted Dragon [3G] Creature, Horse: Zodiac Horse [UU] Enchantment: Homarid Spawning Bed [B] Creature, Human Wizard: Death Cultist [1WW] Creature, Kithkin Soldier: Kinsbaile Borderguard [W] Instant: Niveous Wisps [3BB] Creature, Horror: Abomination [G] Creature, Scorpion: Sedge Scorpion [3] Artifact, Equipment: Ensouled Scimitar [None] Land: Tainted Isle [UU] Creature, Plant Wall: Wall of Kelp [1R] Creature, Human Soldier: Firebrand Ranger [5B/R] Creature, Horror: Grief Tyrant [4U] Sorcery: Void Squall [4G/PG/P] Artifact Creature, Beast: Thundering Tanadon [W] Creature, Human Soldier: Icatian Javelineers [2W] Instant: Master's Call [2U] Creature, Crab: Horseshoe Crab [5] Artifact Creature, Golem: Coal Golem [None] Land: Drifting Meadow [W] Creature, Human Cleric: Martyr of Sands [3U] Creature, Vedalken Wizard: Vedalken Infuser [2G] Creature, Human Druid: Awakener Druid [2R] Creature, Human Rogue: Aethertorch Renegade [2U] Creature, Human Rogue: Neurok Spy [1W] Enchantment: Vessel of Ephemera [1U] Creature, Vedalken Artificer: Vedalken Engineer [RW] Creature, Beast: Cerodon Yearling [3] Artifact Creature, Cat Ally: Stonework Puma [3WWW] Enchantment, Aura: Celestial Mantle [2U] Creature, Human Rogue: Selhoff Occultist [5] Artifact Creature, Golem: Treva's Attendant [1B] Instant: Transmutation [2U] Enchantment, Aura: Traveler's Cloak [4] Artifact Creature, Myr: Lodestone Myr [1W] Enchantment: Circle of Protection: Red [4W] Creature, Beast: Bazaar Krovod [1GG] Creature, Slug: Spitting Slug [B] Creature, Human Wizard: Demon's Herald [3GW] Legendary Creature, Dragon: Dromoka, the Eternal [1GG] Enchantment: Still Life [6] Artifact Creature, Golem: Enatu Golem [3GUR] Creature, Human Warrior: Snowhorn Rider [3RR] Instant: Beacon of Destruction [None] Land: Caldera Lake [2B] Creature, Zombie Minotaur: Undead Minotaur [4G] Creature, Centaur Warrior: Pheres-Band Centaurs [5R] Creature, Human Shaman: Rage Thrower [3WW] Creature, Bird: Expedition Raptor [1B] Enchantment, Aura: Clinging Darkness [2U] Creature, Merfolk Warrior: Whirlpool Warrior [3U] Creature, Salamander Wizard: Amphin Pathmage [XBBB] Sorcery: Death Cloud [2W] Creature, Bird Rebel Soldier: Aven Riftwatcher [4B] Creature, Vampire: Shadowcloak Vampire [1B] Sorcery: Cannibalize [3] Artifact, Vehicle: Renegade Freighter [4GG] Enchantment: Nature's Wrath [1U] Instant: Dramatic Reversal [4RR] Creature, Giant Warrior: Impelled Giant [GGGGGGGG] Creature, Hydra: Khalni Hydra [2G] Sorcery: Gift of the Gargantuan [3R] Instant: Hidetsugu's Second Rite [G] Enchantment, Aura: Whip Silk [G] Instant: Reclaim [2UU] Creature, Cephalid: Cephalid Retainer [2WW] Enchantment, Aura: Serra's Embrace [1W] Creature, Human Cleric: Field Surgeon [4R] Instant: Volcanic Rush [1W] Instant: Pressure Point [2U/P] Artifact Creature, Thopter: Spined Thopter [U] Enchantment, Aura: Mystic Might [3UU] Creature, Human Wizard: Sphinx's Disciple [3] Artifact: Angel's Tomb [1RR] Instant: Massive Raid [2RR] Creature, Elemental Beast: Terra Ravager [1U] Creature, Bird: Sage Owl [U] Instant: Hydroblast [1B] Enchantment, Aura: Vampirism [3] Artifact: War Horn [2B] Enchantment: Corpseweft [4GG] Creature, Treefolk Shaman: Orchard Warden [RG] Creature, Cat Scout: Nacatl Outlander [3] Artifact Creature, Myr: Brass Squire [1B] Creature, Zombie Satyr: Returned Reveler [4U] Enchantment, Aura: Drake Umbra [3] Artifact: Shrine of Limitless Power [3] Artifact Creature, Construct: Workshop Assistant [G] Sorcery: Caravan Vigil [UU] Legendary Creature, Spirit: Kami of the Crescent Moon [3WW] Creature, Angel: Battlegrace Angel [2GU] Creature, Sliver: Dormant Sliver [1BB] Sorcery: Rain of Tears [5BG] Planeswalker, Garruk: Garruk, Apex Predator [3BB] Enchantment, Aura: Clutch of Undeath [3R] Creature, Giant: Cinder Giant [2G] Sorcery: Tranquility [4UU] Creature, Djinn: Drifting Djinn [3B] Sorcery: Unmask [3BB] Sorcery: Patriarch's Bidding [5G] Creature, Elemental: Maze Behemoth [1] Artifact: Prism Ring [1R] Instant: Thunder Strike [G] Sorcery: Dwell on the Past [1] Artifact: Aether Vial [3G] Creature, Centaur: Centaur Chieftain [1GG] Enchantment: Gravity Well [1BB] Enchantment, Aura: Noxious Field [4UBBR] Planeswalker, Bolas: Nicol Bolas, Planeswalker [3B] Sorcery: Mental Vapors [4] Artifact: Phyrexian Processor [None] Creature, Elephant: Elephant [4W] Enchantment, Aura: Soaring Hope [2WW] Enchantment: Serra's Liturgy [2R] Legendary Creature, Human Artificer: Pia Nalaar [1W] Creature, Pegasus: Cavalry Pegasus [6WW] Creature, Giant Soldier: Akron Legionnaire [2B] Enchantment, Aura: Casting of Bones [3B] Tribal Sorcery, Goblin: Fodder Launch [5] Artifact Creature, Hydra: Clockwork Hydra [U] Instant: Pongify [2RR] Creature, Giant: Skyraker Giant [4B] Enchantment: Homicidal Seclusion [4GG] Creature, Beast: Tyrranax [3W] Creature, Human Scout: Salt Road Patrol [1U] Creature, Drake: Drake Familiar [5B] Instant: Tsabo's Decree [1B] Creature, Zombie Cat: Black Cat [1WW] Creature, Spirit: Emissary of Hope [2R] Creature, Human Berserker: Hardened Berserker [1W] Sorcery: Servo Exhibition [2RR] Creature, Giant: Bloodfray Giant [4G] Sorcery: Spider Spawning [1BB] Creature, Zombie: Gangrenous Zombies [W] Instant: Unified Strike [2B] Creature, Bat: Foundry Screecher [2] Artifact: Helm of Awakening [2U] Enchantment: Snowfall [4GG] Creature, Centaur: Crashing Centaur [1GG] Creature, Human: An-Havva Constable [4RR] Creature, Giant Warrior: Axegrinder Giant [1U/R] Creature, Shapeshifter: Riverfall Mimic [3G/WG/W] Creature, Treefolk Warrior: Old Ghastbark [2] Artifact: Relic Barrier [3U] Instant: Ray of Command [6] Creature, Eldrazi: Deathless Behemoth [U] Enchantment, Aura: Wind Zendikon [U] Creature, Turtle: Thriving Turtle [2G] Enchantment, Aura: Temur Runemark [1G] Creature, Elf Scout: Cylian Elf [2] Artifact: Mogg Cannon [U] Instant: Abjure [1UB] Creature, Human Wizard: Mundungu [5G] Creature, Giant Warrior: Roughshod Mentor [2U] Creature, Merfolk Soldier: Leech Bonder [G] Creature, Elf: Llanowar Elite [2R] Creature, Bird Beast: Thoughtbound Primoc [1W] Instant: Acolyte's Reward [1W] Creature, Human Soldier: Steadfast Cathar [5] Artifact Creature, Golem: Crosis's Attendant [GW] Enchantment: Hunting Grounds [None] Land, Swamp Mountain: Blood Crypt [4] Artifact: Giant Fan [2B] Creature, Human Wizard: Flesh Carver [1U] Instant: Confound [3BB] Creature, Elf Warrior: Gilt-Leaf Winnower [2] Artifact Creature, Myr: Myr Sire [1W] Creature, Human Soldier Scout: Advance Scout [1BB] Enchantment: Bottomless Pit [4R] Creature, Sliver: Battle Sliver [7] Artifact Creature, Dragon: Lotus Guardian [1R] Creature, Elemental: Blazing Effigy [2BB] Instant: Slaughter [1BB] Sorcery: Unburden [2W] Creature, Human Soldier: Stern Marshal [2R] Instant: Puncture Blast [1R] Sorcery: Tormenting Voice [4B] Creature, Spirit: Revenant [6GG] Creature, Elemental Insect: Living Hive [1GG] Creature, Satyr Warrior: Setessan Oathsworn [3WW] Creature, Human: Veteran Bodyguard [4] Artifact Creature, Insect: Clockwork Swarm [4] Artifact Creature, Construct: Cogwork Librarian [1B] Creature, Human Wizard: Pit Keeper [2B] Enchantment: Triumph of Cruelty [2W] Creature, Human Cleric: Frontline Medic [2UU] Sorcery: Startled Awake [None] Land: Grasslands [3RR] Sorcery: Shivan Meteor [2B] Creature, Horror Mercenary: Cateran Brute [2RR] Creature, Manticore: Crimson Manticore [3R] Instant: Inner Struggle [1B] Creature, Dauthi Soldier: Dauthi Warlord [2R] Creature, Human Soldier: Ceremonial Guard [4R] Creature, Beast: Charging Slateback [2] Artifact Creature, Myr: Hovermyr [6W] Creature, Lammasu: Venerable Lammasu [5W] Creature, Griffin: Harrier Griffin [None] Land: Cascade Bluffs [1BB] Instant: Sudden Death [None] Land: Subterranean Hangar [BBB] Enchantment: Murderous Betrayal [2B] Enchantment, Aura: Vow of Malice [G] Instant: Burst of Strength [1UR] Creature, Faerie Wizard: Wee Dragonauts [1G] Creature, Plant: Gatecreeper Vine [3BG] Instant: Bound [1W] Creature, Human Warrior: Dromoka Warrior [None] Land: Mystifying Maze [2W] Sorcery: Sheer Drop [3G] Creature, Snake: Anaconda [URW] Instant: Jeskai Charm [XR] Sorcery: Wave of Indifference [2BB] Creature, Human Assassin: Nightshade Assassin [R] Creature, Insect: Duct Crawler [3WW] Enchantment: Angelic Chorus [None] Plane, Kaldheim: Skybreen [5W] Creature, Sliver: Constricting Sliver [3B] Instant: Fatal Fumes [1U] Instant: Flash [2UU] Enchantment: Shimmer [1UU] Instant: Disappearing Act [3B] Creature, Spirit: Dark Revenant [3WU] Planeswalker, Venser: Venser, the Sojourner [1] Artifact: Juju Bubble [1U] Sorcery: Manipulate Fate [3U] Enchantment: March of the Machines [1GWU] Legendary Creature, Phelddagrif: Phelddagrif [2G] Creature, Hyena: Gibbering Hyenas [1GG] Creature, Wolf Spirit: Spirit of the Hunt [2BB] Creature, Vampire: Bloodline Keeper [5] Artifact Creature, Construct: Stuffy Doll [5] Artifact Creature, Sliver: Venser's Sliver [3G] Instant: Venomous Breath [3G] Creature, Spirit: Kami of the Tended Garden [2W] Enchantment: Karmic Justice [2GG] Enchantment: Overlaid Terrain [3R] Creature, Goblin Shaman: Battle-Rattle Shaman [1R] Creature, Viashino Warrior: Viashino Slaughtermaster [1W] Creature, Human: Cloistered Youth [3] Artifact Creature, Construct: Armored Transport [1W/BW/B] Enchantment, Aura: Gift of Orzhova [2GG] Creature, Lhurgoyf: Lhurgoyf [G] Creature, Elf Druid: Fyndhorn Elves [3U] Enchantment Creature, Crab: Thassa's Emissary [3R] Creature, Viashino Skeleton: Viashino Skeleton [R] Instant: Lightning Bolt [5BBB] Creature, Horror: Devouring Strossus [RR] Sorcery: Devastating Dreams [4R] Sorcery: Implode [3RR] Creature, Dragon: Thundermaw Hellkite [5] Artifact: Myr Turbine [RG] Instant: Destructive Revelry [2G] Creature, Wolf: Dire Wolves [1W] Creature, Cat Cleric: Abuna Acolyte [3] Artifact: Tumble Magnet [None] Land: Vault of the Archangel [4GG] Planeswalker, Garruk: Garruk, Caller of Beasts [1RG] Creature, Sliver: Firewake Sliver [1RGW] Creature, Griffin: Retaliator Griffin [1WBR] Legendary Creature, Human Cleric: Kaalia of the Vast [2] Artifact Creature, Insect: Jhoira's Timebug [2W] Enchantment: Cold Snap [1B] Enchantment: No Rest for the Wicked [2G] Instant: Predator's Rapport [3UU] Enchantment: Ice Cave [4G] Sorcery: Soul's Majesty [1BB] Creature, Horror: Abyssal Nocturnus [1G] Enchantment, Aura: Fists of Ironwood [4G] Creature, Human Shaman: Cult of the Waxing Moon [1R/W] Creature, Shapeshifter: Battlegate Mimic [W] Enchantment, Aura: Fylgja [1R] Creature, Goblin: Kyren Glider [None] Land: Fire-Lit Thicket [1UU] Instant: Dissipate [None] Land: Arena [None] Land: Hanweir Battlements [3] Artifact, Equipment: Fireshrieker [3U] Creature, Drake: Whirlpool Drake [W] Enchantment: Inheritance [2] Artifact: Hivestone [None] Plane, Azgol: Lair of the Ashen Idol [2W] Creature, Wall: Alabaster Wall [UR] Creature, Human Wizard: Nivix Guildmage [3B] Creature, Insect: Brain Weevil [R] Instant: Geistflame [3BB] Creature, Demon: Demon of Wailing Agonies [4UU] Creature, Djinn: Mahamoti Djinn [R] Instant: Unstable Footing [W] Creature, Human Soldier: Icatian Infantry [3] Artifact: Myr Reservoir [3BR] Creature, Zombie Beast: Lightning Reaver [3BB] Creature, Demon: Shadowborn Demon [1WW] Sorcery: Tivadar's Crusade [R] Creature, Human Spellshaper: Kris Mage [1G] Instant, Arcane: Vital Surge [1G] Sorcery: Verdant Touch [R] Creature, Human Soldier: Flailing Soldier [5WW] Creature, Spirit: Kami of the Honored Dead [2R] Enchantment: Raid Bombardment [2GG] Sorcery: Increasing Savagery [G] Creature, Plant Wall: Wall of Vines [1U] Enchantment, Aura: Mirror Mockery [2BB] Sorcery: All Hallow's Eve [2BB] Creature, Spirit: Howling Banshee [1WU] Creature, Crab: Riptide Crab [W] Enchantment: Aegis of Honor [2RR] Creature, Dragon: Dragon Whelp [4R] Creature, Beast: Beasts of Bogardan [2G] Creature, Elf Druid: Viridian Joiner [U] Instant: Sapphire Charm [2BB] Enchantment, Aura: Curse Artifact [1G] Creature, Shapeshifter: Woodland Changeling [1G] Creature, Human Shaman: Fa'adiyah Seer [3G] Creature, Centaur Warrior: Pheres-Band Tromper [W] Instant: Righteousness [2B] Creature, Fish: Quagmire Lamprey [3] Artifact: Chronatog Totem [3WW] Sorcery: Planar Outburst [2RR] Sorcery: Eternal Flame [U] Instant: Force Spike [3] Artifact: Well of Knowledge [3U] Enchantment: Free-for-All [3W] Creature, Human Cleric: Defender en-Vec [3G] Enchantment: Muraganda Petroglyphs [1G] Enchantment, Aura: Ordeal of Nylea [1] Artifact: Mossfire Egg [W] Sorcery: Sunlance [1U] Creature, Bird: Dream Thrush [3WU] Legendary Creature, Elder Dragon: Dragonlord Ojutai [3BB] Sorcery: Famine [5U] Legendary Creature, Spirit: Tomorrow, Azami's Familiar [2] Artifact, Equipment: Hero's Blade [BB] Sorcery: Hymn to Tourach [2R] Creature, Donkey Barbarian: Dumb Ass [3U/P] Sorcery: Tezzeret's Gambit [1WW] Creature, Human Knight: Knight of Dawn [None] Land: Cinder Barrens [4] Artifact Creature, Golem Warrior: Hollow Warrior [3] Artifact, Equipment: Sunforger [2B] Creature, Zombie: Sewer Shambler [3B] Creature, Spirit: Gibbering Kami [G] Creature, Elf: Skyshroud Elite [4UU] Creature, Dragon: Mindscour Dragon [5U] Creature, Illusion Dragon: Cloud Dragon [1U] Instant: Refocus [X] Artifact: Briber's Purse [5R] Creature, Giant Warrior: Lunk Errant [1R] Creature, Minotaur Scout: Minotaur Explorer [1G] Enchantment: Compost [2R] Creature, Human Nomad: Desert Nomads [4RW] Sorcery: Razia's Purification [2] Artifact: Fyndhorn Bow [1B] Instant: Shriek of Dread [2B] Instant: Tomb Hex [4] Artifact Creature, Wall: Walking Wall [8] Artifact: Xanthic Statue [G] Instant: Blossoming Defense [None] Scheme: Your Fate Is Thrice Sealed [3RW] Instant: Ends [None] Plane, Ergamon: Truga Jungle [2RR] Creature, Human Knight: Hero of Oxid Ridge [None] Vanguard: Maelstrom Archangel Avatar [1] Artifact: Ghoulcaller's Bell [1RR] Sorcery: Traitorous Blood [1U] Instant: Interdict [BB] Creature, Human Knight: Black Knight [3BB] Enchantment: Horror of Horrors [XBBB] Sorcery: Forced March [2W] Sorcery: Shoulder to Shoulder [2UU] Sorcery: Counterintelligence [1G] Creature, Human Druid: Argothian Enchantress [5R] Legendary Creature, Dragon Spirit: Ryusei, the Falling Star [3W] World Enchantment: Serra Aviary [1BB] Creature, Spirit: Ghosts of the Damned [3WW] Sorcery: Increasing Devotion [U] Creature, Merfolk Wizard: Skywatcher Adept [3B] Creature, Zombie: Crypt Champion [2WW] Creature, Human Rebel: Ramosian Commander [1W] Instant: Purge [1BB] Instant: Carrion [1R] Creature, Human Soldier: Yellow Scarves Cavalry [2WW] Creature, Human: Angry Mob [B] Sorcery: Blackmail [W] Creature, Human Soldier: Serra Zealot [4BB] Creature, Elemental: Smog Elemental [BBB] Sorcery: Cruel Bargain [U/R] Creature, Elemental: Nivmagus Elemental [B] Instant: Aesthetic Consultation [1U] Creature, Merfolk Soldier: Merfolk Raiders [RR] Enchantment Creature, Spirit: Eidolon of the Great Revel [3] Artifact Creature, Assembly-Worker: Assembly-Worker [1UU] Instant: Forbid [None] Land: Tectonic Edge [1B] Creature, Zombie Spellshaper: Skirk Ridge Exhumer [8] Creature, Eldrazi: Eldrazi Devastator [2W] Enchantment, Aura: Heart of Light [5BB] Legendary Creature, Human Rogue: Veldrane of Sengir [1B] Enchantment: Circle of Affliction [12] Artifact Creature, Golem: Blightsteel Colossus [4RRR] Enchantment: Form of the Dragon [3] Artifact: Mana Prism [4B] Creature, Horror: Vermiculos [2RR] Creature, Minotaur Berserker: Talruum Minotaur [None] Conspiracy: Sovereign's Realm [None] Land: Blighted Cataract [2UUU] Legendary Creature, Human Wizard: Azami, Lady of Scrolls [1RR] Instant: Pulse of the Forge [3U] Enchantment, Aura: Call to the Kindred [1W] Instant: Valorous Stance [3W] Creature, Treefolk Warrior: Oaken Brawler [5R] Sorcery: Bust [1B] Enchantment, Aura: Dance of the Dead [2R] Instant: Soul's Fire [2R] Creature, Elemental: Sulfur Elemental [2R] Creature, Human Wizard: Shivan Emissary [4] Artifact: Sands of Time [5BB] Sorcery: Behold the Beyond [5G] Creature, Elemental: Orchard Elemental [2R] Enchantment, Aura: Fencer's Magemark [G] Creature, Insect: Bond Beetle [2U] Summon, Clamfolk: Clam-I-Am [5U] Sorcery: Flow of Ideas [B] Creature, Elf Druid: Gnarlroot Trapper [4R] Creature, Eldrazi Drone: Emrakul's Hatcher [4R] Sorcery: Press into Service [None] Land: Grove of the Guardian [1G] Enchantment: Prismatic Omen [1W] Enchantment: Nahiri's Machinations [3B] Creature, Horror: Hell's Caretaker [1G] Creature, Faerie: Moon Sprite [None] Legendary Land: Tolarian Academy [3G/UG/UG/U] Enchantment: Fable of Wolf and Owl [R] Instant: Crimson Wisps [2RR] Creature, Elemental: Flamecore Elemental [3GG] Creature, Fungus: Sporoloth Ancient [2G] Legendary Creature, Human Samurai: Isao, Enlightened Bushi [6] Artifact: Armageddon Clock [2R] Creature, Goblin Shaman: Fire Juggler [2W] Creature, Wall: Wall of Light [2UU] Enchantment: Common Courtesy [None] Land: Orzhova, the Church of Deals [2GU] Legendary Creature, Elf Warrior: Ezuri, Claw of Progress [G] Creature, Human Soldier: Servant of the Scale [WUB] Instant: Esper Charm [2G] Creature, Kavu: Alpha Kavu [6] Artifact Creature, Golem: Phyrexian Hulk [3UUU] Creature, Sphinx: Sphinx of Magosi [2W] Creature, Human Soldier: Elite Javelineer [1R] Instant: Impact Resonance [2R] Creature, Human Soldier: Whip Sergeant [1BB] Sorcery: Choking Sands [1R] Creature, Goblin: Goblin Ski Patrol [3B] Creature, Specter: Tainted Specter [1R] Enchantment, Aura: Errantry [7BB] Sorcery: In Garruk's Wake [5R] Instant: Flash Conscription [WW] Creature, Cat Knight: Leonin Skyhunter [W] Instant: Orim's Chant [2W] Creature, Human Knight: Capashen Templar [XWW] Instant: Rally the Ancestors [2RR] Creature, Goblin Mutant: Goblin Mutant [2GG] Summon, Legend: Timmy, Power Gamer [1UU] Summon, Chicken: Chicken a la King [3GG] Creature, Elf: Voice of the Woods [2B] Instant: Footbottom Feast [U] Creature, Human Wizard: Delver of Secrets [4UU] Creature, Fish: Kapsho Kitefins [4B] Creature, Ogre Shaman Ally: Hagra Diabolist [U] Creature, Elemental: Embodiment of Spring [None] Land: Veldt [3B] Creature, Human Rogue: Cutthroat il-Dal [2WW] Creature, Human Soldier: Palace Jailer [1B] Creature, Dauthi Horror: Dauthi Horror [4UU] Creature, Kraken: Shipbreaker Kraken [1G] Creature, Human Shaman: Jade Mage [2W] Instant: Eerie Interlude [11] Legendary Creature, Eldrazi: Ulamog, the Infinite Gyre [6RRR] Creature, Dragon: Crimson Hellkite [3G] Creature, Treefolk Warrior: Dauntless Dourbark [1] Artifact Creature, Scarecrow: Heap Doll [2U] Creature, Drone: Mirran Spy [3R] Creature, Goblin Avatar: Reckless One [1R] Creature, Elemental Warrior: Heartlash Cinder [U] Instant: Disrupt [1U] Instant: Backslide [B] Instant: Darkness [R] Enchantment, Aura: Earthbind [3G] Creature, Lizard: Saddleback Lagac [5WW] Creature, Angel: Emeria Shepherd [None] Land: Vivid Grove [1R] Instant: Fling [3] Artifact: Staff of the Sun Magus [2G] Creature, Human: Caller of the Hunt [None] Land: Lonely Sandbar [1UU] Instant: Scatter to the Winds [4W] Sorcery: Angelic Edict [3WB] Creature, Thrull: Maw of the Obzedat [2R/W] Instant: Arrows of Justice [6] Artifact Creature, Golem: Will-Forged Golem [UBR] Instant: Grixis Charm [XW/BW/BW/B] Sorcery: Immortal Servitude [2R] Creature, Human Warrior: Riot Ringleader [4U] Enchantment, Aura: Coma Veil [5] Artifact: Timesifter [1G] Creature, Insect: Acridian [R] Creature, Goblin Warrior: Goblin Cohort [0] Creature, Kobold: Crimson Kobolds [2U] Creature, Human Scout: Tandem Lookout [8R] Sorcery: Volley of Boulders [None] Sorcery: Ancestral Vision [4G] Sorcery: Nissa's Judgment [1U] Enchantment, Aura: Chronic Flooding [3U] Creature, Human Artificer: Wing Splicer [4B] Creature, Zombie: Phyrexian Bloodstock [2GG] Sorcery: Elven Cache [None] Scheme: Your Will Is Not Your Own [3BB] Enchantment: Deadly Wanderings [4R] Enchantment: Rumbling Aftershocks [2UU] Creature, Sliver: Telekinetic Sliver [1G] Instant: Lead by Example [2RR] Enchantment: Pyromancy [G] Creature, Elf Scout: Centaur's Herald [6RR] Creature, Giant: Bloodfire Colossus [G] Creature, Elf Shaman: Nurturer Initiate [3U] Artifact Creature, Zombie Wizard: Scornful Aether-Lich [4UU] Sorcery: Saheeli's Artistry [2] Artifact: Power Conduit [2WW] Enchantment: Spiritual Sanctuary [1RG] Enchantment: Aether Rift [1B] Enchantment, Aura: Corrupted Zendikon [4WBR] Legendary Creature, Angel: Tariel, Reckoner of Souls [2U] Creature, Vedalken Soldier: Janjeet Sentry [3UU] Instant: Fervent Denial [BB] Creature, Human Samurai: Hand of Cruelty [5G] Creature, Beast: Glade Gnarr [3GG] Creature, Wurm: Endless Wurm [2RR] Creature, Djinn: Emberwilde Djinn [5WW] Creature, Angel: Angel of Glory's Rise [2G] Creature, Human Shaman: Wild Beastmaster [W] Instant: Piety Charm [3B] Creature, Spirit: Loch Korrigan [None] Legendary Land: Teferi's Isle [1U] Creature, Human Wizard: Riptide Biologist [3] Artifact: Altar of the Lost [3G] Instant: Collected Company [G] Sorcery: Life [B] Sorcery: Cabal Therapy [2BB] Creature, Donkey Zombie: Bad Ass [1W] Creature, Human Soldier: Benalish Trapper [4G] Creature, Lizard: Nema Siltlurker [2R] Creature, Beast: Spur Grappler [1B] Creature, Skeleton: Marang River Skeleton [1B] Creature, Human Wizard: Onyx Mage [None] Plane, Alara: Naya [4U] Creature, Human Wizard Mutant: Glintwing Invoker [3WB] Sorcery: March from the Tomb [3GG] Creature, Beast: Spitting Gourna [3UB] Sorcery: Psychic Intrusion [1RR] Legendary Creature, Human Rogue: Starke of Rath [WUBRG] Legendary Creature, Sliver Mutant: Sliver Overlord [G/WG/WG/W] Creature, Elf Knight: Wilt-Leaf Cavaliers [3U] Creature, Human Wizard: Brine Seer [3WW] Sorcery: Saltblast [4] Legendary Artifact: Aetherworks Marvel [1W] Enchantment: Rune of Protection: Red [5WW] Creature, Beast: Yoked Plowbeast [1W] Enchantment: Parapet [None] Vanguard: Two-Headed Giant of Foriys Avatar [3B] Instant: Insidious Dreams [1G] Creature, Snake: Mire Boa [1G] Creature, Troll: Albino Troll [B] Instant: Spoils of the Vault [3GG] Creature, Elemental: Moss Monster [4] Artifact: Kormus Bell [3W] Creature, Human Soldier: Kjeldoran Home Guard [1B/R] Creature, Elemental Shaman: Spiteflame Witch [G] Creature, Human: Scavenger Folk [4GG] Enchantment: Lurking Predators [3G] Sorcery: Splendid Reclamation [2B] Creature, Horror: Phyrexian Rager [2W] Instant: Aven Warcraft [6R] Creature, Beast: Macetail Hystrodon [BR] Instant: Terminate [2B] Creature, Shapeshifter: Moonglove Changeling [4B] Creature, Spirit: Enemy of the Guildpact [2RR] Creature, Goat Beast: Battering Craghorn [3UU] Creature, Sphinx: Serra Sphinx [1U] Creature, Merfolk Rogue: Deeptread Merrow [6] Artifact: Mirror Universe [5U] Creature, Elemental: Wave-Wing Elemental [2B] Creature, Human Wizard: Urborg Emissary [4W] Creature, Merfolk Cleric: Wellgabber Apothecary [1U] Enchantment: Trade Routes [1G] Creature, Human Warrior Ally: Oran-Rief Survivalist [1U] Instant: Arcane Denial [XBB] Sorcery: Shattered Crypt [4] Artifact Creature, Golem: Patagia Golem [2B] Sorcery: Essence Harvest [XWW] Sorcery: Martial Coup [5RR] Creature, Goblin Warrior: Ignition Team [None] Land: Seraph Sanctuary [1UU] Enchantment: Mental Discipline [6UU] Enchantment: Decree of Silence [None] Creature, Insect Horror: Skin Shedder [5G] Creature, Beast: Groffskithur [1B] Creature, Bat: Dakmor Bat [2U] Instant: Shoving Match [None] Land: Izzet Boilerworks [1B/G] Creature, Shapeshifter: Woodlurker Mimic [1R] Creature, Elemental Shaman: Flamekin Spitfire [6GG] Creature, Wurm: Tunneler Wurm [XX] Artifact: Orochi Hatchery [2WW] Sorcery: Cataclysm [1GG] Legendary Enchantment: Sasaya's Essence [3G] Enchantment: Sporogenesis [4BRR] Legendary Creature, Human Warrior: Barktooth Warbeard [3B] Creature, Horror: Urborg Stalker [B] Creature, Zombie: Carrion Feeder [1R] Instant: Incinerate [W] Instant: Rebuff the Wicked [RR] Instant: Final Fortune [3GGGG] Creature, Giant: Craw Giant [G] Creature, Beast: Skyshroud Ridgeback [4W] Creature, Human Soldier: Ironfist Crusher [3] Legendary Artifact, Equipment: Oathkeeper, Takeno's Daisho [2R] Enchantment: Burning Vengeance [BR] Creature, Goblin Scout: Goblin Outlander [3UU] Planeswalker, Tamiyo: Tamiyo, the Moon Sage [2U] Enchantment: Quiet Contemplation [2B] Instant: Dark Banishing [3WUB] Legendary Creature, Giant Soldier: Oloro, Ageless Ascetic [5R] Creature, Hellion: Flameborn Hellion [4G] Creature, Beast: Territorial Baloth [1] Artifact: Nihil Spellbomb [2G] Instant: Foxfire [2R] Enchantment, Aura: Insolence [4] Artifact, Equipment: Hedron Matrix [4] Artifact Creature, Construct: Mindless Automaton [W] Instant: Get a Life [2] Artifact: Thorn of Amethyst [0] Artifact: Darksteel Relic [2R] Creature, Kavu: Kavu Recluse [R] Creature, Goblin Shaman: Spikeshot Elder [R] Enchantment, Aura: Immolation [2G] Enchantment, Aura: Arachnus Web [3GGG] Creature, Avatar: Gaea's Liege [2B] Creature, Aetherborn Rogue: Lawless Broker [1BR] Creature, Eldrazi Drone: Flayer Drone [WBG] Enchantment: Abzan Ascendancy [2R] Creature, Insect: Tunneling Geopede [3W] Creature, Human Soldier: Oracle's Attendants [3U] Sorcery: Ransack [B] Instant: Hell Swarm [3W] Enchantment: Presence of the Master [1U] Enchantment, Aura: Skygames [1U] Creature, Vedalken: Crosstown Courier [1U] Instant: Peel from Reality [2RW] Enchantment: Powerstone Minefield [6] Creature, Dragon Spirit: Scion of Ugin [3BBB] Planeswalker, Sorin: Sorin Markov [2R/WR/W] Creature, Elemental: Spitemare [3] Artifact: Flowstone Armor [2R] Enchantment: Fervor [2R] Enchantment: Invasion Plans [1B] Sorcery: Shrivel [1BB] Enchantment: Mortiphobia [2B] Sorcery: Last Caress [2WW] Creature, Human Knight: Northern Paladin [2W] Sorcery: Topple [2R] Instant: Brimstone Volley [G] Sorcery: Attune with Aether [2WWW] Creature, Sphinx: Petra Sphinx [2G] Creature, Spirit: Elder Pine of Jukai [5W] Creature, Djinn: Ruham Djinn [2WW] Enchantment: Drawn Together [1W] Instant: Call to Glory [1G] Creature, Hound Shaman: Ainok Survivalist [2B] Creature, Human Wizard: Grim Haruspex [R] Enchantment, Aura: Laccolith Rig [8GG] Sorcery: Primal Surge [2B] Creature, Human Wizard: Xathrid Necromancer [2RW] Instant: War Flare [2B] Creature, Human Wizard: Fleshformer [2U] Creature, Eldrazi Drone: Cultivator Drone [5WW] Creature, Rhino Soldier: Rockcaster Platoon [G] Creature, Elf Shaman: Behemoth's Herald [R] Instant: Crowd's Favor [2R] Creature, Human Shaman: Weaver of Lightning [5] Artifact Creature, Golem: Igneous Golem [None] Conspiracy: Backup Plan [2] Artifact: Jeweled Torque [2] Artifact: Endoskeleton [2WW] Creature, Human Knight: Sworn Defender [3GG] Creature, Elemental: Whisperwood Elemental [3U] Creature, Zombie Horror: Laboratory Brute [2G] Instant: Graphic Violence [2R] Creature, Goblin Shaman: Torch Slinger [2WW] Enchantment: Leyline of the Meek [W/BU] Artifact Creature, Vedalken Wizard: Esper Stormblade [1R] Creature, Human Berserker: Lightning Mauler [None] Land: Saprazzan Skerry [1] Artifact Creature, Construct: Whispergear Sneak [U] Creature, Merfolk Rogue: Triton Shorethief [None] Plane, Dominaria: Talon Gates [BGW] Enchantment: Overgrown Estate [3U] Creature, Serpent: Kukemssa Serpent [1WW] Enchantment Creature, Human Soldier: Archetype of Courage [1W] Instant: Radiant Purge [2] Artifact, Equipment: Blade of Selves [1] Artifact, Equipment: Hedron Blade [R/WG] Enchantment, Aura: Trace of Abundance [1] Artifact: Ivory Cup [2B] Creature, Thrull: Morgue Thrull [2RR] Creature, Viashino Shaman: Shivan Sand-Mage [U] Enchantment, Aura: Evanescent Intellect [1G] Creature, Elf Warrior: Elvish Vanguard [1WW] Creature, Human Knight: Zhalfirin Crusader [1W] Creature, Human Spellshaper: Avenger en-Dal [UB] Creature, Sliver: Hibernation Sliver [4] Artifact: Life Chisel [1U] Creature, Human Spellshaper: Diplomatic Escort [3W] Creature, Griffin: Unyaro Griffin [3BB] Legendary Creature, Rat Rogue: Marrow-Gnawer [4] Artifact Creature, Juggernaut: Goblin War Wagon [4G] Creature, Boar: Durkwood Boars [4RW] Enchantment: Gleam of Battle [4B] Creature, Zombie: Gristle Grinner [4R] Creature, Nomad Giant: Fomori Nomad [W] Instant: Argivian Find [3UB] Instant: Silumgar's Command [3R] Instant: Blood Oath [2W] Creature, Human Warrior: Ironclad Slayer [6] Artifact Creature, Construct: Scuttling Doom Engine [3G] Creature, Rhino: Crowned Ceratok [3UU] Sorcery: Acquire [1U] Creature, Merfolk: Merfolk Traders [1B] Enchantment, Aura: Mourning [5G] Creature, Beast: Treespring Lorian [1B] Sorcery: Cemetery Recruitment [3GGG] Creature, Fungus: Feral Thallid [W] Instant: Bandage [2] Artifact: Contagion Clasp [3GG] Creature, Turtle: Meandering Towershell [4B] Instant: Treacherous Urge [UU] Enchantment: Deep Water [3WWUU] Legendary Creature, Human Warrior: Gosta Dirk [1B] Sorcery: Die Young [3WW] Enchantment: Noble Purpose [2] Artifact, Equipment: Heart-Piercer Bow [4G] Creature, Wurm: Spined Wurm [RW] Instant: Martial Glory [3U] Enchantment: Idle Thoughts [2U] Creature, Merfolk Rogue: Paperfin Rascal [2U] Creature, Nightmare Turtle Beast: Wormfang Turtle [2] Artifact, Equipment: Neurok Stealthsuit [4] Artifact: Grinning Totem [1RR] Creature, Human Shaman: Prophetic Flamespeaker [3G] Sorcery: Tsunami [2WU] Enchantment: Stormcaller's Boon [GG] Enchantment: Gaea's Touch [1R] Enchantment, Aura: Goblin War Paint [5B] Instant: Murderous Spoils [3BGW] Legendary Creature, Dragon: Teneb, the Harvester [4UU] Sorcery: Recurring Insight [1U] Enchantment: Zephyr Charge [2B] Creature, Ogre Warrior Shaman: Bloodthirsty Ogre [None] Land: Cathedral of War [2R] Creature, Dwarf: Dwarven Demolition Team [2U] Creature, Drake: Coastal Drake [R] Creature, Elemental Shaman: Flamekin Harbinger [1B] Sorcery: Mind Knives [2G] Instant: Harmonic Convergence [3W] Creature, Human Knight: Trokin High Guard [4B] Instant: Unmake the Graves [2U] Creature, Shapeshifter: Shifty Doppelganger [4] Artifact: Dingus Egg [1WW] Enchantment: Aven Shrine [4] Artifact: Tapestry of the Ages [3] Artifact: Fist of Suns [5W] Instant: Trostani's Judgment [2B] Enchantment, Aura: Relic Putrescence [2BB] Creature, Giant Minion: Stronghold Taskmaster [5] Artifact, Equipment: Scytheclaw [3U] Enchantment, Aura: Sleep Paralysis [4RR] Creature, Lizard: Gnathosaur [1W] Instant: Fend Off [2B] Enchantment, Aura: Boon of Emrakul [3UU] Sorcery, Arcane: Heed the Mists [1G] Sorcery: Tracker's Instincts [2W] Sorcery: Timely Reinforcements [1R] Creature, Shapeshifter: Fire-Belly Changeling [2G] Creature, Human Druid: Krosan Avenger [3WWW] Enchantment: True Conviction [4G] Creature, Snake: Snake of the Golden Grove [2R] Creature, Troll: Uthden Troll [2W] Instant: Mangara's Blessing [1G] Creature, Treefolk: Sheltering Ancient [5UU] Creature, Drake: Nephalia Moondrakes [B] Instant: Spoils of Blood [2W] Creature, Human Artificer: Blade Splicer [1G] Creature, Bear: Runeclaw Bear [3U] Creature, Faerie Wizard: Inspired Sprite [R] Creature, Goblin: Goblin Taskmaster [3] Artifact Creature, Shaman: Sylvok Replica [3W] Creature, Human Rebel Warrior: Pious Warrior [1W] Creature, Kithkin Soldier: Cenn's Heir [1W] Creature, Human Wizard: Spirit Weaver [6RR] Creature, Dragon: Scourge of Kher Ridges [None] Land: Forbidden Orchard [3WUU] Legendary Creature, Human Warrior: Hunding Gjornersen [None] Plane, Equilor: The Eon Fog [3W] Creature, Kor Spirit: Spirit en-Kor [6R] Creature, Elemental: Faultgrinder [G] Creature, Elf Warrior: Elvish Handservant [W] Instant: Angel's Grace [4] Artifact Creature, Construct: Ugin's Construct [3WW] Creature, Angel: Patron of the Valiant [3G] Sorcery: Reverent Silence [5R] Creature, Devil: Gang of Devils [2U] Sorcery: Anchor to the Aether [2RR] Creature, Beast: Lesser Gargadon [1R] Summon, Egg: Chicken Egg [R] Creature, Dwarf: Enslaved Dwarf [2] Artifact: Guardian Idol [4] Artifact, Equipment: Manaforce Mace [None] Land: Sandsteppe Citadel [2U] Creature, Moonfolk Wizard: Moonbow Illusionist [2U] Creature, Human Rogue: Marchesa's Infiltrator [3B] Creature, Human Pilot: Ovalchase Daredevil [1RR] Sorcery: Collective Defiance [1U] Creature, Merfolk Wizard: Deepwater Hypnotist [1G] Instant: Howling Gale [1R] Enchantment, Aura: Malicious Intent [2G] Instant: Hunter's Insight [4] Artifact Creature, Scarecrow: Watchwing Scarecrow [U] Creature, Human Pirate: Cloud Pirates [4BB] Enchantment, Aura: Caustic Tar [3RG] Creature, Manticore: Sawback Manticore [1B] Creature, Imp: Bog Imp [2U] Creature, Human Spellshaper: Balloon Peddler [2WW] Enchantment: Justice [1B] Creature, Dauthi Zombie: Dauthi Ghoul [G] Instant: Glyph of Reincarnation [3UR] Instant: Cunning Strike [3B/RB/R] Sorcery: Tyrannize [3GG] Enchantment: Dictate of Karametra [2] Artifact, Equipment: Rakdos Riteknife [3RG] Enchantment, Aura: Primal Visitation [G] Instant: Might of Alara [U] Instant: Curfew [W] Instant: Lithomancer's Focus [1UB] Creature, Human Wizard: Shadowmage Infiltrator [3BB] Legendary Creature, Human Wizard: Ghoulcaller Gisa [5] Artifact Creature, Golem: Saberclaw Golem [3R] Creature, Human Barbarian: Pardic Collaborator [4GG] Creature, Wurm: Yavimaya Wurm [XGG] Creature, Hydra: Vastwood Hydra [2UU] Creature, Human Ninja: Sakashima's Student [G] Creature, Elf Druid: Arbor Elf [XWWW] Instant: White Sun's Zenith [2R] Enchantment: Words of War [3WWW] Sorcery: Planar Cleansing [None] Plane, Lorwyn: The Great Forest [1WU] Creature, Human Cleric: Jhessian Balmgiver [9] Artifact Creature, Golem: Colossus of Sardia [1W] Enchantment: Call to Arms [4UU] Planeswalker, Teferi: Teferi, Temporal Archmage [None] Legendary Land: Kor Haven [2B] Sorcery: Mind Rot [2R] Instant: Seething Song [1R] Creature, Beast: Makindi Sliderunner [G] Creature, Cat Warrior: Wild Nacatl [3B] Creature, Zombie: Nim Shrieker [3GGWW] Legendary Creature, Angel: Gabriel Angelfire [1BB] Enchantment, Aura: Shade's Form [1R] Sorcery: Volcanic Hammer [1U] Enchantment, Aura: Volrath's Curse [5R] Creature, Elemental: Stormcrag Elemental [None] Plane, Alara: The Maelstrom [4GWWU] Creature, Angel: Empyrial Archangel [2RRR] Sorcery: Apocalypse [3U] Creature, Vedalken Soldier: Opal Lake Gatekeepers [W] Creature, Human Soldier: Infantry Veteran [1R] Creature, Kavu: Skittish Kavu [2RR] Creature, Hellion: Volcano Hellion [2U] Creature, Turtle: Horned Turtle [1U] Creature, Shapeshifter: _____ [5WW] Sorcery: Roar of Reclamation [3W] Creature, Spirit Soldier: Phantom General [2RR] Creature, Dwarf: Whipkeeper [R] Instant: Spark Spray [G] Sorcery: Piper's Melody [R] Instant: Magnetic Theft [None] Land, Gate: Orzhov Guildgate [3G] Creature, Centaur Warrior: Pharika's Disciple [3GG] Sorcery: Predatory Focus [3RR] Creature, Elemental: Seismic Elemental [1R] Creature, Human Berserker: Valley Dasher [2G] Creature, Spirit: Orchard Spirit [3R] Creature, Dwarf Warrior: Duergar Cave-Guard [1GG] Legendary Creature, Snake Shaman: Shizuko, Caller of Autumn [2] Artifact: Fluctuator [XU] Sorcery: Aether Tide [2WW] Enchantment: Martial Law [2G] Enchantment, Aura: Song of the Dryads [2U] Instant: Crystal Spray [1WU] Legendary Creature, Human Rogue: Gwafa Hazid, Profiteer [None] Land: Duskmantle, House of Shadow [G] Creature, Werewolf Horror: Kessig Prowler [3W] Creature, Human Cleric: Elgaud Inquisitor [3U] Creature, Faerie Rogue: Knacksaw Clique [3U] Creature, Spirit: Extravagant Spirit [4G] Sorcery: Mischief and Mayhem [5UU] Legendary Creature, Spirit: Patron of the Moon [6G] Creature, Beast: Enormous Baloth [G/W] Sorcery: Safewright Quest [3WW] Creature, Human Cleric: Fountain Watch [BRG] Creature, Viashino Shaman: Jund Sojourners [W] Sorcery: Festival of Trokin [2G] Enchantment, Aura: Overgrowth [2WW] Enchantment: Opalescence [None] Basic Snow Land, Mountain: Snow-Covered Mountain [5] Artifact: Al-abara's Carpet [5R] Creature, Beast: Tenement Crasher [R] Creature, Satyr Shaman: Firedrinker Satyr [None] Artifact: Chalice of Death [4R] Instant: Turn Against [1G] Creature, Human Rogue: Deranged Outcast [None] Land: Oasis [G] Enchantment, Aura: Utopia Sprawl [1WU] Sorcery: Demand [2B] Creature, Zombie Bird: Carrion Crow [1U] Instant: Split Decision [6] Artifact: Omen Machine [None] Land: Forbidding Watchtower [4R] Sorcery: Yawning Fissure [2GG] Creature, Efreet: Uktabi Efreet [5U] Creature, Djinn: Cloud Djinn [5] Artifact Creature, Myr: Myr Prototype [1R] Enchantment: Battle Strain [2W] Instant: Embolden [1WU] Creature, Atog: Phantatog [2W] Creature, Kithkin Soldier: Ballynock Cohort [1B] Creature, Skeleton: Drudge Skeletons [2UU] Creature, Sphinx: Argent Sphinx [3B] Creature, Zombie Wurm: Waning Wurm [5RR] Creature, Giant: Magma Giant [4] Artifact Creature: Paper Tiger [3] Artifact, Equipment: Quietus Spike [3B] Creature, Spirit: Kami of Empty Graves [4WW] Creature, Angel: Subjugator Angel [1G] Creature, Sliver: Manaweft Sliver [2GG] Instant: Momentous Fall [1R] Enchantment: Zektar Shrine Expedition [4GG] Creature, Boar Horror: Kessig Dire Swine [3W] Creature, Kithkin Wizard: Springjack Shepherd [5] Artifact: Moonring Mirror [1U] Instant: Memory's Journey [3BBB] Legendary Creature, Gorgon: Visara the Dreadful [None] Land: Salt Flats [6] Artifact: Well of Discovery [3G] Creature, Insect Druid: Nantuko Disciple [4] Artifact Creature, Horse: Akroan Horse [G] Creature, Cat: Jungle Lion [2WW] Legendary Creature, Spirit: Hokori, Dust Drinker [1] Artifact: Barbed Sextant [2R] Creature, Human Shaman: Jund Battlemage [2] Artifact Creature, Construct: Agent of Acquisitions [3B] Enchantment: Creeping Dread [1UR] Creature, Weird: Gelectrode [2G] Instant: Arachnogenesis [4U] Creature, Illusion: Psionic Entity [2B] Sorcery: Perish the Thought [W] Enchantment, Aura: Oppressive Rays [1RR] Creature, Human Warrior: Vulshok Refugee [3G] Creature, Elf: Drove of Elves [G] Creature, Ooze: Mwonvuli Ooze [B] Sorcery: Shrouded Lore [1WU] Creature, Wall: Wall of Denial [4RR] Creature, Human Shaman Ally: Murasa Pyromancer [1GW] Instant: Common Bond [2W] Creature, Human Advisor: Ballot Broker [4U] Creature, Human Wizard: Voidwielder [1WB] Creature, Vampire Cleric Ally: Drana's Emissary [W] Creature, Spirit: Ghost-Lit Redeemer [None] Land: Starlit Sanctum [6] Creature, Eldrazi Processor: Ulamog's Despoiler [4BB] Creature, Demon: Harvester of Souls [3R] Creature, Elemental: Firefiend Elemental [R] Creature, Horse: Dwarven Pony [1R] Sorcery: Flame Rift [2R] Enchantment, Aura: Lightning Talons [1W/B] Creature, Shapeshifter: Nightsky Mimic [3BR] Creature, Horror: Dread Slag [None] Land: Centaur Garden [3W] Creature, Soldier: Daru Stinger [1BB] Enchantment, Aura: Funeral March [1R] Creature, Goblin: Goblin Diplomats [4U] Creature, Eldrazi Processor: Ulamog's Reclaimer [XG] Sorcery: Stream of Life [1B] Creature, Human Soldier: Wei Ambush Force [1G] Instant: Evolution Charm [1B] Sorcery: Do or Die [2] Artifact: Energy Chamber [4W] Sorcery: March of Souls [2U] Creature, Merfolk: Shoreline Raider [1BR] Creature, Shade: Cinder Shade [2U] Creature, Merfolk Soldier: Enclave Elite [1WU] Enchantment, Aura: Spectral Shield [1G] Creature, Plant Wall: Wall of Roots [2] Artifact, Equipment: Silverskin Armor [3RR] Legendary Creature, Viashino Shaman: Hivis of the Scale [3UU] Creature, Shapeshifter: Riptide Shapeshifter [None] Land: Deserted Temple [4] Artifact Creature, Construct: Volatile Rig [2BB] Creature, Sliver: Plague Sliver [R] Enchantment: Ricochet [2B/R] Enchantment: Everlasting Torment [2U] Instant: Frightful Delusion [2WWW] Legendary Creature, Angel: Avacyn, Guardian Angel [5GGG] Creature, Ape: Uktabi Kong [G] Instant: Lifelace [1GG] Enchantment: Thelon's Chant [B] Enchant Player: Volrath's Motion Sensor [1RR] Creature, Hound: Two-Headed Cerberus [3RR] Sorcery: Mogg Infestation [None] Land: Blighted Woodland [1R] Instant: Ignorant Bliss [2WW] Enchantment: Celestial Convergence [3G] Creature, Worm: Simic Ragworm [4WW] Creature, Angel Horror: Wayward Angel [1G] Instant: Waxing Moon [1G] Instant: Tangle [1R] Sorcery: Tremble [5RR] Creature, Dragon: Knollspine Dragon [B] Instant: Regicide [G] Creature, Hound: Trained Jackal [3W] Instant: Comeuppance [1R] Creature, Goblin: Goblin Firebug [4UUU] Enchantment: Day of the Dragons [2W] Creature, Angel: Haunted Angel [1UR] Planeswalker, Saheeli: Saheeli Rai [BBB] Creature, Zombie: Phylactery Lich [3WW] Creature, Spirit: Jeweled Spirit [2R] Creature, Elemental Warrior: Seething Pathblazer [2U] Creature, Cephalid: Cephalid Inkshrouder [6GG] Legendary Creature, Spirit: Patron of the Orochi [1R] Creature, Goblin Warrior: Goblin Elite Infantry [None] Creature, Werewolf: Ulvenwald Primordials [3B] Instant: Cutthroat Maneuver [2W] Tribal Instant, Shapeshifter: Crib Swap [4B] Creature, Zombie Elephant: Rotting Mastodon [3G] Instant: Blunt the Assault [U] Sorcery: Clutch of Currents [2GG] Creature, Human Wizard: Thornscape Master [3R] Summon, Cow: Krazy Kow [3R] Sorcery: Start Your Engines [3UR] Instant: Development [3B] Creature, Zombie Horror: Infectious Horror [3] Legendary Artifact: Helvault [3] Artifact: Memory Crystal [4BB] Sorcery: Sins of the Past [4U] Sorcery: Shrewd Negotiation [1W] Creature, Kor Scout: Cliff Threader [1UU] Creature, Wall: Wall of Water [1G] Enchantment: Khalni Heart Expedition [2RR] Creature, Human Barbarian: Pillaging Horde [BGU] Legendary Creature, Elf Advisor: Leovold, Emissary of Trest [3U] Creature, Serpent: Vodalian Serpent [1GU] Creature, Vedalken Scout: Empyreal Voyager [1B] Creature, Elemental Warrior: Sickle Ripper [R] Creature, Sliver: Striking Sliver [2GG] Creature, Werewolf Horror: Tangleclaw Werewolf [3BRG] Creature, Dragon: Broodmate Dragon [4RG] Creature, Dragon: Savage Ventmaw [1B] Creature, Human Cleric Shaman: Brine Shaman [4U] Creature, Fish: Ancient Carp [6B] Creature, Giant: Marshmist Titan [2U] Creature, Bird Soldier: Kathari Screecher [3G] Creature, Ox: Zodiac Ox [0] Creature, Kobold: Kobolds of Kher Keep [4RR] Creature, Imp: Chaos Imps [2W] Creature, Sliver: Poultice Sliver [4RR] Creature, Dragon: Shivan Dragon [2G] Sorcery: Root Out [4G] Creature, Spider: Watcher in the Web [3WWU] Legendary Creature, Angel: Bruna, Light of Alabaster [1UU] Creature, Squid Beast: Fylamarid [2W] Creature, Soltari Soldier: Soltari Champion [1R] Enchantment Creature, Hound: Mogis's Warhound [None] Land: Bloodstained Mire [4B] Enchantment Creature, Giant: Doomwake Giant [5R] Sorcery: Tumble [3G] Sorcery: Battery [B] Instant: Dark Ritual [3U] Creature, Merfolk Wizard: Master of Waves [2BG] Creature, Plant Zombie: Woodwraith Strangler [3UU] Creature, Chimera: Prescient Chimera [2RG] Creature, Human Werewolf: Huntmaster of the Fells [4G] Creature, Insect: Vexing Beetle [1UU] Creature, Spirit: Latch Seeker [4W] Instant: Humble the Brute [2R] Creature, Human Wizard: Magus of the Wheel [2GG] Legendary Creature, Snake Shaman: Sachi, Daughter of Seshiro [BB] Creature, Nightstalker: Lurking Nightstalker [3WW] Legendary Creature, Human Spellshaper: Mageta the Lion [1B] Instant: Imp's Mischief [4R] Snow Creature, Slug: Thermopod [2B] Creature, Human Wizard: Grixis Battlemage [G] Creature, Plant Wall: Tinder Wall [2B] Creature, Snake Warrior: Serpent Warrior [2UU] Creature, Bird: Mist Raven [G] Instant: Turn to Dust [1G] Creature, Elk: Highland Game [2B] Creature, Human Warrior: Graveblade Marauder [B] Creature, Goblin Shaman: Knucklebone Witch [3U] Sorcery: Wash Out [4RR] Artifact Creature, Construct: Combustible Gearhulk [2BBB] Creature, Horror: Greater Harvester [1U] Creature, Eldrazi: Dimensional Infiltrator [2RR] Creature, Goblin Warrior: Beetleback Chief [1U] Creature, Merfolk Wizard: Augur of Bolas [2BBRR] Legendary Creature, Demon Dragon: Malfegor [G] Instant: Healing Leaves [5UU] Legendary Creature, Kraken: Tromokratis [1U] Creature, Human Wizard: Information Dealer [3WW] Creature, Human: Martyrs of Korlis [1W] Instant: Long Road Home [1UU] Creature, Shapeshifter: Volrath's Shapeshifter [1UR] Instant: Winterflame [1U] Instant: Laquatus's Disdain [3U] Creature, Fish: Cloud Manta [W] Instant: Built to Last [1U] Enchantment, Aura: Stupefying Touch [2R] Creature, Human Spellshaper: Flowstone Channeler [B] Instant: Aphotic Wisps [1RR] Sorcery: Harness by Force [1W] Creature, Cat Monk: Oreskos Sun Guide [2B] Sorcery: Unhinge [3U] Creature, Avatar: Living Lore [4] Artifact: Tower of Calamities [2U] Enchantment: Trail of Evidence [2W] Creature, Human Cleric Soldier: Combat Medic [1G] Creature, Cat Warrior: Nacatl Savage [4W] Creature, Human Soldier: Heavy Infantry [3] Artifact: Puppet Strings [1B] Sorcery: Tyrant's Choice [1W] Instant: Equal Treatment [2BB] Creature, Zombie Assassin: Unliving Psychopath [1] Artifact: Explosive Apparatus [2U] Creature, Human Wizard: Puppeteer [2W] Creature, Unicorn: Regal Unicorn [2UU] Creature, Illusion: Dream Prowler [3RRR] Creature, Elemental Incarnation: Hostility [2R] Creature, Elemental: Grinning Ignus [None] Land: Tranquil Thicket [W] Enchantment: High Ground [5BBB] Sorcery: Army of the Damned [1U] Enchantment: Customs Depot [G] Sorcery: Hunt Down [2B] Creature, Zombie Druid: Quagmire Druid [2R] Creature, Goblin Warrior: Goblin Sky Raider [3U] Creature, Faerie Wizard: Glen Elendra Pranksters [6] Creature, Eldrazi: Kozilek's Pathfinder [2R] Creature, Human Knight: Suq'Ata Lancer [W] Sorcery: Empty City Ruse [3RR] Sorcery: Torrent of Fire [3B] Sorcery: Unnerve [R] Snow Creature, Wolverine Beast: Karplusan Wolverine [1R] Enchantment, Aura: Uncontrolled Infestation [6RR] Sorcery: Alpha Brawl [B] Creature, Rat Warrior: Nezumi Shadow-Watcher [4U] Creature, Drake: Vigilant Drake [3] Artifact: Vessel of Endless Rest [2R] Creature, Human Shaman: Valakut Invoker [W] Instant, Arcane: Blessed Breath [B] Creature, Human Wizard: Thoughtpicker Witch [2R] Enchantment, Aura: Aggression [U] Instant: Quicken [2RRR] Creature, Human Berserker: Aerathi Berserker [BB] Creature, Zombie Cleric: Withered Wretch [5UU] Creature, Serpent: Scrapdiver Serpent [5GG] Creature, Wurm: Roaring Slagwurm [2GW] Creature, Cat: Horned Cheetah [2RRGG] Legendary Creature, Human Warrior: Livonya Silone [None] Land: Mountain Stronghold [3R] Creature, Lizard: Lagac Lizard [1W] Enchantment: Brave the Sands [1R] Enchantment, Aura: Thunderous Might [2W] Instant: Honor's Reward [2U] Creature, Human Wizard: Meletis Charlatan [5] Artifact: Monkey Cage [4GG] Creature, Elf Rogue: Elvish House Party [G] Creature, Elf Warrior: Elvish Skysweeper [1B] Instant, Arcane: Goryo's Vengeance [BB] Enchantment: Drudge Spell [1GW] Creature, Human Knight: Knight of the Reliquary [3RWB] Creature, Goblin Warrior: Ponyback Brigade [1RWU] Creature, Angel: Lightning Angel [XR] Instant: Flaming Gambit [1W/U] Creature, Kithkin Wizard: Mistmeadow Witch [3] Artifact: Caltrops [0] Artifact: Jeweled Amulet [3UU] Enchantment, Aura: Dream Leash [2RR] Sorcery: Roiling Terrain [2BB] Sorcery: Befoul [1U] Creature, Human Wizard: Rimewind Taskmage [3R] Creature, Goblin Rigger: Steamflogger Boss [4RR] Enchantment: Dragon Roost [1U] Creature, Metathran Wizard: Sky Weaver [R] Creature, Human Berserker: Lightning Berserker [U] Creature, Shapeshifter: Mothdust Changeling [2R] Creature, Elemental: Lavacore Elemental [7UU] Sorcery: Expropriate [1B] Creature, Elf Druid: Blightsoil Druid [3U] Creature, Spirit: Tradewind Rider [1WW] Creature, Griffin: Sunspire Griffin [2GG] Creature, Insect Monk Cleric: Thelonite Monk [2G] Creature, Elf: Caller of the Claw [3BB] Enchantment: Larceny [2R] Enchantment: Spellshock [1W] Instant: Blessed Reversal [3B] Instant: When Fluffy Bunnies Attack [6] Artifact Creature, Golem: Witness of the Ages [1G] Creature, Elf Scout: Frontier Guide [G] Sorcery: Traverse the Ulvenwald [4GGG] Creature, Insect: Hornet Queen [5] Artifact Creature, Cleric: Marble Priest [4G] Sorcery: Hunter's Prowess [1U] Enchantment, Aura: Ghostly Wings [3UU] Enchantment: Duplicity [1RR] Creature, Human Barbarian: Balduvian Barbarians [2RR] Creature, Ooze: Chaotic Goo [4] Artifact: Staff of Zegon [2G] Instant: Side to Side [WW] Enchantment: Gossamer Chains [2G] Instant: Strength of Night [4] Artifact: Mightstone [1W] Creature, Pegasus: Armored Pegasus [2WW] Enchantment: Lifeblood [4WW] Creature, Giant Soldier: Oathsworn Giant [U] Sorcery: Minds Aglow [1RR] Instant: Mages' Contest [1U] Creature, Homarid Drone: Viscerid Drone [4] Artifact: Cold Storage [2G] Sorcery: Renewal [2U] Creature, Homunculus: Riddlekeeper [1] Artifact: Braidwood Sextant [1UU] Instant: Mystic Denial [RR] Creature, Goblin Warrior: Goblin Wardriver [GU] Instant: Research [3G] Creature, Human Warrior Werewolf: Solitary Hunter [5R] Creature, Lizard Beast: Frenetic Raptor [2R] Instant: Kozilek's Return [2G/U] Instant: Snakeform [4RR] Creature, Dragon: Hellkite Charger [4BB] Instant: Spinning Darkness [U] Enchantment, Aura: Crab Umbra [3B] Creature, Plant: Tree of Perdition [1R] Enchantment, Aura: Inferno Fist [2W] Creature, Human Cleric: Daru Healer [1B] Creature, Horror: Squirming Mass [1] Artifact: Expedition Map [1U] Creature, Drake: Champion's Drake [4W] Creature, Elephant Soldier: Loxodon Partisan [XR] Sorcery: Lava Burst [3B] Creature, Vampire Soldier: Stromkirk Mentor [3R] Legendary Enchantment Creature, God: Purphoros, God of the Forge [3WW] Creature, Giant Wizard: Wandering Graybeard [3G] Creature, Spirit: Lifespinner [2G] Creature, Beast: Slaughterhorn [3W] Sorcery: Captain's Call [B] Artifact: Executioner's Capsule [W] Creature, Human Wizard: Dromoka Dunecaster [3R] Creature, Human Barbarian: Balduvian Warlord [5GG] Enchantment: Zendikar Resurgent [1U] Enchantment, Aura: Crown of Ascension [4G] Creature, Beast: Indrik Stomphowler [1WU] Enchantment: Ardent Plea [3U] Enchantment: Embargo [2B] Instant: Induce Despair [1WW] Legendary Creature, Human Wizard: Mangara of Corondor [1B] Creature, Zombie Wizard: Apprentice Necromancer [W] Creature, Spirit: Martyred Rusalka [8WW] Sorcery: Storm Herd [3G] Creature, Treefolk Warrior: Ambassador Oak [XRR] Sorcery: Firecat Blitz [2U] Creature, Bird Wizard: Keeper of the Nine Gales [1B] Creature, Human Artificer: Painsmith [2BB] Creature, Rabbit Beast: Kezzerdrix [4] Artifact Creature, Bird: Dukhara Peafowl [2GG] Creature, Human Rebel: Skyshroud Poacher [2GG] Enchantment, Aura: Bear Umbra [R] Sorcery: Tahngarth's Glare [1R] Creature, Vampire Berserker: Furyblade Vampire [1] Artifact, Equipment: Infiltration Lens [1UBR] Legendary Creature, Human Artificer: Mishra, Artificer Prodigy [U/BU/BU/B] Creature, Specter: Nightveil Specter [3GW] Creature, Rhino Monk Soldier: Rhox Bodyguard [1W] Creature, Human Monk: Jeskai Student [None] Conspiracy: Unexpected Potential [2W] Creature, Spirit: Moonlight Geist [2] Artifact: Sundial of the Infinite [2B] Sorcery: Syphon Soul [1] Artifact: Origin Spellbomb [4R] Creature, Giant Berserker: Kuldotha Ringleader [W] Instant: Orim's Touch [2W] Creature, Human Knight Ally: Makindi Patrol [None] Land: Aysen Abbey [4] Artifact Creature, Cat: Wirecat [2U] Enchantment, Aura: Disruption Aura [G] Enchantment, Aura: Carapace [U] Creature, Fish: Electric Eel [None] Land: Crystal Vein [2W] Creature, Human Spellshaper: Icatian Crier [3B] Creature, Zombie: Abattoir Ghoul [3B] Creature, Human Samurai: Cursed Ronin [2G] Enchantment, Aura: Vow of Wildness [5RR] Creature, Goblin Mutant: Goblin Dynamo [3R] Creature, Ogre Warrior: Ogre Warrior [U/BU/BU/B] Creature, Faerie Soldier: Wasp Lancer [3W] Creature, Bird: Carrier Pigeons [2G] Instant: Aerial Predation [RW] Enchantment: Suleiman's Legacy [1G] Creature, Beast: Baloth Pup [2GU] Creature, Elf Wizard: Master Biomancer [3] Artifact: Selesnya Keyrune [W] Instant: Rally the Troops [4R] Creature, Phoenix: Molten Firebird [9B] Sorcery: Curse of the Cabal [2B] Enchantment, Aura: Tainted Well [2BB] Sorcery: Minions' Murmurs [1B] Creature, Skeleton: Restless Dead [2U] Creature, Bird Wizard: Arctic Aven [2GG] Sorcery: Natural Balance [2U] Instant: Displace [3BB] Sorcery: Weed Strangle [2R] Creature, Wall: Flowstone Wall [3G] Tribal Sorcery, Elf: Elvish Promenade [G] Creature, Elf Warrior: Joraga Warcaller [None] Land: Petrified Field [4] Artifact: Aetherflux Reservoir [WW] Creature, Human Cleric: Exorcist [2UB] Sorcery: Whispering Madness [3W] Legendary Creature, Human Samurai: Nagao, Bound by Honor [1BB] Creature, Human Cleric: Blind Zealot [3B/G] Creature, Elemental: Noxious Hatchling [4BB] Sorcery: Grave Exchange [2W] Creature, Human Knight: Knight of Valor [2R] Creature, Dwarf: Pardic Swordsmith [5] Artifact: Stone Calendar [2R] Instant: Chaos Warp [1BB] Legendary Creature, Human Advisor: Xun Yu, Wei Advisor [3GG] Legendary Creature, Spirit: Ayumi, the Last Visitor [2BB] Creature, Specter: Shimian Specter [1W] Enchantment, Aura: Pacifism [1G] Creature, Bear: Bear Cub [3] Artifact: Disrupting Scepter [WB] Instant: Orzhov Charm [4BBB] Enchantment: Baneful Omen [W] Enchantment, Aura: Holy Armor [3GG] Sorcery: Grizzly Fate [1U/B] Instant: Fate Transfer [3W] Tribal Sorcery, Merfolk: Summon the School [3W] Creature, Human Soldier: Benalish Heralds [3GG] Creature, Beast: Nessian Demolok [1G] Creature, Sliver: Gemhide Sliver [1BB] Creature, Zombie Wizard: Death Baron [XUU] Instant: Reality Spasm [4] Artifact: Throne of Empires [2] Artifact: Anvil of Bogardan [1R] Sorcery: Song of Blood [XB] Sorcery: Bloodcurdling Scream [1RR] Creature, Elemental Hound: Fiery Hellhound [2RR] Creature, Human: Chaos Harlequin [2R] Enchantment: Mana Flare [3W/U] Instant: Repel Intruders [2G] Instant: Hunter's Ambush [1WW] Enchantment Creature, Spirit: Eidolon of Countless Battles [2W] Creature, Human Soldier: Shu Cavalry [3U] Creature, Eldrazi Processor: Murk Strider [8] Artifact Creature, Golem: Arcbound Overseer [2RG] Enchantment: Natural Emergence [3] Artifact Creature, Juggernaut: Ramroller [BG] Enchantment: Squandered Resources [R] Enchantment, Aura: Mob Mentality [XGG] Instant: Squall Line [2U] Sorcery: Reminisce [1R] Creature, Hydra: Molten Hydra [1U] Creature, Illusion Horse: Phantasmal Mount [1R] Instant: Burning Oil [G] Enchantment, Aura: Primal Cocoon [1UU] Enchantment, Aura: Claustrophobia [1R] Legendary Creature, Goblin Artificer: Slobad, Goblin Tinkerer [4GGG] Creature, Wurm: Pelakka Wurm [5] Artifact Creature, Golem: Titanium Golem [2W] Enchantment Creature, Spirit: Eidolon of Rhetoric [1U] Creature, Human Wizard: Artisan of Forms [R] Instant: Kindled Fury [3] Artifact: Abzan Banner [3] Artifact Creature, Construct: Dragon Engine [2UR] Instant: Steam Augury [U] Creature, Merfolk Wizard: Caller of Gales [3] Artifact, Equipment: Angelic Armaments [3] Artifact: Crown of Doom [1U] Instant: Rune Snag [2U] Legendary Creature, Human Wizard: Rayne, Academy Chancellor [2G] Sorcery: Typhoon [1R] Creature, Elemental Beast: Kiln Fiend [1WW] Enchantment: Mangara's Equity [3UU] Creature, Spirit: Soul Seizer [4B] Creature, Wraith: Bog Tatters [None] Vanguard: Volrath [1U] Enchantment: Font of Fortunes [G] Creature, Ape: Tree Monkey [4WW] Creature, Bird Cleric: Glarecaster [1BB] Enchantment: Dystopia [6G] Creature, Elemental Warrior: Petrified Wood-Kin [1U] Instant: Spell Syphon [2] Artifact: Amulet of Kroog [GGG] Creature, Ouphe: Niall Silvain [1G] Creature, Plant: Vinelasher Kudzu [2UU] Creature, Hag: Brine Hag [3UU] Planeswalker, Jace: Jace, Memory Adept [4BB] Creature, Demon: Carnifex Demon [2GG] Creature, Cat: Zodiac Tiger [BG] Creature, Zombie Elf: Llanowar Dead [4W] Creature, Angel: Angel of Mercy [1BR] Instant: Delirium [3W] Legendary Creature, Human Warrior: Daghatar the Adamant [2R] Creature, Human Rogue: Keldon Vandals [4U] Creature, Cephalid: Cephalid Aristocrat [1B] Creature, Zombie Soldier: Returned Phalanx [2G] Enchantment: Deadfall [2B] Creature, Skeleton: Restless Bones [3U] Creature, Zombie Horror: Forgotten Creation [2U] Enchantment, Aura: Second Wind [3UU] Creature, Merfolk Soldier: Inkfathom Divers [R] Enchantment: Onslaught [2BRG] Legendary Creature, Human Warrior: Kresh the Bloodbraided [4B] Creature, Spirit: Hyalopterous Lemure [2B] Creature, Human Cleric Minion: Priest of Gix [WW] Enchantment: Crusade [2] Artifact: Orzhov Signet [G] Sorcery: Metamorphosis [4GG] Creature, Beast: Rampaging Baloths [1W] Creature, Human Soldier: Auriok Bladewarden [1R] Creature, Spirit: Hearth Kami [RR] Creature, Wolf Horror: Scourge Wolf [1B] Creature, Zombie Mercenary: Spiteful Bully [4G] Sorcery: All Suns' Dawn [3] Artifact: Simic Keyrune [1UU] Creature, Human Wizard: Apprentice Wizard [3BB] Creature, Vampire: Blood Host [BBR] Creature, Human Wizard: Rakdos Augermage [BB] Enchantment, Aura: Warp Artifact [3UU] Creature, Nightmare Fish Beast: Wormfang Behemoth [1B] Sorcery: Disturbing Plot [1G] Sorcery: Rabid Bite [2B] Creature, Zombie: Voracious Null [2U] Instant: Cunning Wish [2RR] Creature, Lhurgoyf: Detritivore [2W] Creature, Human Knight: Femeref Knight [4G] Creature, Insect: Rust Scarab [4R] Legendary Creature, Human Rogue: Chandler [1W] Instant: Hope and Glory [4] Artifact: Echo Chamber [2] Artifact: Winter Orb [G] Creature, Elf: Willow Elf [U] Creature, Human Wizard: Drifter il-Dal [2G] Creature, Wurm: Thundering Wurm [RW] Enchantment: Legion's Initiative [3BR] Sorcery: Void [2R] Creature, Hellion: Lathnu Hellion [R] Creature, Goblin Berserker: Raging Goblin [2UU] Instant: Fuel for the Cause [3R] Creature, Minotaur Shaman: Felhide Spiritbinder [B] Enchantment, Aura: Deviant Glee [7B] Creature, Zombie: Shambling Attendants [W] Enchantment, Aura: Armor of Faith [2B] Creature, Vampire: Bloodflow Connoisseur [5B] Creature, Zombie: Gempalm Polluter [1U] Enchantment, Aura: Teferi's Curse [3G] Sorcery: Hunt the Weak [1UB] Creature, Drake: Urborg Drake [3BB] Planeswalker, Nixilis: Ob Nixilis Reignited [1UB] Creature, Zombie Wizard: Lich Lord of Unx [3BB] Creature, Human Cleric: Priest of the Blood Rite [3U] Creature, Jellyfish: Avizoa [2UUUU] Enchantment: Mind Over Matter [2BB] Creature, Insect: Bane of the Living [3W] Instant: Ramosian Rally [None] Legendary Land: Kher Keep [4RRR] Creature, Human: Chaos Lord [4] Artifact: Rusted Relic [2WW] Sorcery: Presence of the Wise [2] Artifact: Ivory Crane Netsuke [4UU] Creature, Spirit: Deadeye Navigator [5RR] Creature, Dragon Wizard: Dragon Mage [G] Creature, Spike Drone: Spike Drone [2G] Enchantment: Crawling Sensation [1G] Enchantment, Aura: Druid's Call [U] Enchantment, Aura: Dream Coat [4BB] Creature, Human Wizard: Magus of the Mirror [2G] Instant: Natural End [1RR] Sorcery: Pillage [2G] Creature, Cat: Cave Tiger [1W] Instant: Wipe Clean [3W] Sorcery: Misfortune's Gain [None] Plane, Innistrad: Stensia [2WW] Legendary Creature, Human Advisor: Kongming, "Sleeping Dragon" [4G] Creature, Beast: Molder Beast [None] Plane, Wildfire: Naar Isle [4] Artifact: Perilous Vault [1R] Creature, Goblin Warrior: Adder-Staff Boggart [None] Land: Eldrazi Temple [2U] Enchantment, Aura: False Demise [2] Artifact Creature, Insect: Gust-Skimmer [G] Creature, Human Spellshaper: Harvest Mage [2B] Creature, Wall: Cemetery Gate [2W] Enchantment: Oblivion Ring [4W] Creature, Beast: Great-Horn Krushok [5GGG] Sorcery: Endless Swarm [BB] Creature, Thrull: Basal Thrull [9] Artifact Creature, Gargoyle: Nullstone Gargoyle [3UU] Legendary Creature, Serpent: Taniwha [1B] Sorcery: Morgue Theft [1G] Creature, Faerie: Willow Faerie [1G] Sorcery: Rites of Spring [R] Creature, Goblin Spellshaper: Firefright Mage [5R] Sorcery: Jaws of Stone [3WW] Sorcery: Golden Wish [GU] Creature, Human Druid: Wood Sage [3] Artifact: Paupers' Cage [3U] Sorcery: Dematerialize [5C] Creature, Eldrazi: Endbringer [4W] Instant: Miraculous Recovery [XW] Instant: Glimpse the Sun God [3] Artifact Creature, Myr: Myr Galvanizer [None] Scheme: Introductions Are in Order [BB] Creature, Horror: Despoiler of Souls [B] Enchantment, Aura: Strange Augmentation [1G] Sorcery: Elven Rite [3BB] Sorcery, Arcane: Dance of Shadows [2UU] Creature, Spirit: Dreamborn Muse [1W] Creature, Angel Spirit: Angelic Curator [3G] Creature, Human Druid: Fugitive Druid [7] Legendary Artifact: Akroma's Memorial [1UR] Legendary Creature, Human Wizard: Jhoira of the Ghitu [2W] Creature, Kithkin Soldier: Preeminent Captain [4BB] Creature, Zombie Minotaur: Minotaur Abomination [GW] Sorcery: Reborn Hope [3RR] Creature, Elemental: Magmaw [2G] Sorcery: Dirty [4RRR] Creature, Giant: Chancellor of the Forge [3G] Sorcery: Gaea's Balance [1B] Creature, Zombie: Plaguebearer [1U] Sorcery: Wind Sail [1R] Creature, Elemental Shaman: Smokebraider [1U] Creature, Merfolk Rogue: Merfolk Looter [4RR] Enchantment Creature, Cyclops: Cyclops of Eternal Fury [None] Plane, Vryn: Trail of the Mage-Rings [2GG] Creature, Cat: Temur Sabertooth [6] Artifact: Mana Matrix [R] Enchantment, Aura: Guise of Fire [2B] Instant: Gravepurge [7B] Sorcery: Worst Fears [1U] Creature, Human Pirate Scout: Talas Scout [4UU] Creature, Fish Illusion: Jace's Mindseeker [1R] Instant: Fury Charm [1G] Creature, Elf Rogue: Silhana Ledgewalker [1R] Instant: Spawning Breath [1RR] Creature, Human Scout Werewolf: Breakneck Rider [R] Instant, Arcane: Unnatural Speed [1] Artifact: Flight Spellbomb [None] Land: Bog Wreckage [2UUU] Enchantment: Telekinetic Bonds [2G] Creature, Spider: Ember Weaver [None] Land: Seaside Haven [2] Artifact, Equipment: Manriki-Gusari [3B] Creature, Skeleton Warrior: Paragon of Open Graves [2] Artifact: Wurm's Tooth [1UU] Instant: Cackling Counterpart [2W] Creature, Bird Soldier Warrior: Wingbeat Warrior [2R] Creature, Goblin Berserker: Hellraiser Goblin [XUU] Sorcery: Curse of the Swine [XRR] Creature, Hydra: Balduvian Hydra [4BB] Creature, Nightmare Horror: Laquatus's Champion [2W] Enchantment: Spirit of Resistance [1B] Instant: Terror [2GG] Planeswalker, Garruk: Garruk Wildspeaker [1U] Instant, Arcane: Stream of Consciousness [1G] Enchantment, Aura: Utopia Vow [R] Instant: Built to Smash [4GG] Sorcery: Selvala's Stampede [1W] Creature, Human Cleric: Setessan Battle Priest [None] Land: Henge of Ramos [3BB] Creature, Goblin Rogue: Earwig Squad [B] Instant: Sacrifice [2U] Creature, Cleric: Deceiver Exarch [4B] Sorcery: Mind Sludge [1G] Creature, Human Warrior: Den Protector [3W] Creature, Spirit: Harsh Deceiver [R] Sorcery: Pillar of Flame [None] Land: Ghost Town [2W] Sorcery: Paraselene [1B] Creature, Zubera Spirit: Ashen-Skin Zubera [1RRR] Instant: Violent Eruption [None] Land: Island of Wak-Wak [2W] Creature, Kithkin Soldier: Burrenton Bombardier [2BB] Sorcery: Gisa's Bidding [5U] Creature, Elemental: Maze Glider [None] Vanguard: Peacekeeper Avatar [R] Creature, Lizard: Bellows Lizard [2BB] Sorcery: Tendrils of Agony [4U] Enchantment: Shared Fate [G] Creature, Spirit: Permeating Mass [5] Artifact Creature, Fish: Skyreach Manta [7B] Creature, Demon: Infernal Denizen [2U] Creature, Drake: Skywinder Drake [2RRGG] Creature, Dragon: Viashivan Dragon [U] Enchantment, Aura: Aqueous Form [1U] Creature, Human Scout: Jhessian Lookout [UB] Artifact Creature, Bird: Tidehollow Strix [4R] Creature, Boar: Prickleboar [3] Artifact Creature, Construct: Metalworker [B] Sorcery: Despise [2GGG] Instant: Fated Intervention [4W] Creature, Kithkin Soldier: Burrenton Shield-Bearers [3U] Creature, Merfolk Soldier: Triton Cavalry [1W] Creature, Sliver: Sinew Sliver [1W] Enchantment: Energy Storm [2GG] Creature, Beast: Rumbling Baloth [None] Land: Cloudcrest Lake [1U] Creature, Faerie Soldier: Briarberry Cohort [None] Vanguard: Elvish Champion Avatar [3U] Sorcery: Amass the Components [4UU] Sorcery: Time Spiral [5W] Creature, Elemental: Maze Sentinel [7] Artifact Creature, Horse: Bronze Horse [3U] Sorcery: Tempt with Reflections [4] Artifact Creature, Golem: Rusted Sentinel [1UBR] Legendary Creature, Zombie: Lord of Tresserhorn [4B] Creature, Spirit: Shinen of Fear's Chill [None] Conspiracy: Assemble the Rank and Vile [3G] Creature, Insect Druid: Nantuko Cultivator [4R] Creature, Ogre Warrior: Atarka Pummeler [4GG] Creature, Rhino Beast: Rhox [6U] Creature, Elemental: Supreme Exemplar [4] Artifact: Goblin Boom Keg [XGG] Creature, Plant Hydra: Genesis Hydra [4U] Sorcery: Exert Influence [None] Plane, Mirrodin: Glimmervoid Basin [RR] Creature, Elemental Shaman: Stigma Lasher [4BB] Enchantment: Null Profusion [BB] Instant: Nightcreep [2RR] Enchantment: Rageform [3BBB] Legendary Creature, Shapeshifter: Volrath the Fallen [None] Phenomenon: Reality Shaping [1] Artifact Creature, Gargoyle: Thraben Gargoyle [2B] Creature, Orc Shaman: Ambuscade Shaman [4R] Summon, Beast: Spark Fiend [4W] Creature, Angel: Angel of Light [3B] Enchantment: Haunting Wind [W] Creature, Human Soldier: Akroan Jailer [3] Artifact: Druidic Satchel [XGG] Creature, Hydra: Primordial Hydra [1UU] Summon, Clamfolk: Clam Session [4] Artifact: Hedron Archive [1G] Enchantment: Freyalise's Radiance [3G] Creature, Elf Warrior: Wren's Run Packmaster [1RR] Creature, Orc Warrior: Orcish Cannoneers [2U] Sorcery: Ghastly Discovery [1G] Sorcery: Earthen Arms [None] Land: Scalding Tarn [2G] Creature, Elf: Oak Street Innkeeper [XR] Sorcery: Kaervek's Torch [WW] Creature, Human Knight: Silver Knight [2B] Sorcery, Arcane: Footsteps of the Goryo [BB] Creature, Insect: Fog of Gnats [4UU] Creature, Dragon: Quicksilver Dragon [3R] Creature, Kavu: Ancient Kavu [6UU] Creature, Avatar: Avatar of Will [3] Artifact: Tangleroot [4WW] Creature, Angel: Dawnbreak Reclaimer [5RR] Creature, Spirit: Ashen Monstrosity [2RG] Enchantment: Monsoon [1W] Snow Creature, Wall: Wall of Shards [5B] Creature, Human Wizard: Dakmor Sorceress [2B] Creature, Zombie: Infectious Host [None] Land: Safe Haven [4] Artifact: Goblin Charbelcher [3WW] Creature, Human Soldier: Kjeldoran Royal Guard [WW] Creature, Human Soldier: Alaborn Grenadier [B] Creature, Human Cleric: Disciple of the Vault [2BB] Sorcery: Stench of Evil [1UB] Instant: Soul Manipulation [1RR] Creature, Human Wizard: Dualcaster Mage [1G] Creature, Boar: Flinthoof Boar [1UR] Creature, Goblin Wizard: Goblin Test Pilot [3WW] Creature, Bird Soldier Archer: Aven Archer [1WW] Legendary Creature, Cat Soldier: Brimaz, King of Oreskos [2U] Instant: Consign to Dream [2] Artifact, Equipment: Lightning Greaves [1B/PB/P] Instant: Dismember [UUU] Enchantment, Aura: Puppet Master [3G] Creature, Human Soldier: Jungle Patrol [1W] Creature, Kor Knight: Knight of Cliffhaven [None] Creature, Lizard Horror: Ludevic's Abomination [3W] Enchantment, Aura: Sinstriker's Will [2G] Enchantment: Rite of Passage [2U] Enchantment: Web of Inertia [2B] Instant: Butcher's Glee [1GG] Creature, Turtle: Giant Turtle [2] Artifact: Talisman of Indulgence [None] Conspiracy: Incendiary Dissent [1U] Instant: Trickbind [None] Vanguard: Stonehewer Giant Avatar [2GG] Creature, Elemental: Barishi [WW] Creature, Cleric: Inquisitor Exarch [4U] Creature, Beast: Saprazzan Breaker [XRR] Sorcery: Tectonic Break [3] Artifact, Equipment: Sickleslicer [1B] Instant: Grotesque Mutation [2R] Enchantment: Ghirapur Aether Grid [2GG] Instant: Fanatical Fever [2UU] Instant: Discombobulate [W] Artifact Creature, Homunculus: Court Homunculus [3R/G] Enchantment: Impromptu Raid [B/RB/RB/RB/RB/R] Creature, Spirit Avatar: Demigod of Revenge [None] Land: Desolate Lighthouse [3RR] Creature, Spirit: Ore Gorger [2] Artifact, Equipment: Riot Gear [2G] Creature, Human Hero: Fraction Jackson [3] Artifact: Chariot of the Sun [1R] Instant: Lightning Dart [2G] Enchantment, Aura: Trollhide [None] Land: Peat Bog [XBBG] Sorcery: Gaze of Granite [1B] Enchantment, Aura: Oblivion Crown [1W] Legendary Creature, Human Samurai: Kentaro, the Smiling Cat [B/GB/G] Creature, Elf Shaman: Golgari Guildmage [UU] Sorcery, Arcane: Eye of Nowhere [3GG] Creature, Beast: Gurzigost [3R] Creature, Vampire Warrior: Voldaren Duelist [1BB] Creature, Specter: Hypnotic Specter [2] Artifact, Equipment: Sword of the Meek [3] Instant: Titan's Presence [W] Enchantment Creature, Spirit: Hopeful Eidolon [2GUR] Creature, Human Warrior: Bear's Companion [G] Instant: Aerial Volley [3W] Creature, Human Soldier: Auriok Salvagers [6G] Sorcery: Boundless Realms [G/UG/UG/U] Creature, Merfolk Wizard: Wistful Selkie [1B] Enchantment, Aura: Coils of the Medusa [2B] Creature, Human Minion: Overeager Apprentice [2] Artifact Creature, Construct: Steel Overseer [WW] Creature, Kor Warrior Knight: Warrior en-Kor [2W] Sorcery: Excommunicate [1U] Enchantment, Aura: Power Leak [3BGU] Creature, Zombie Wizard: Kheru Lich Lord [XR] Sorcery: Rolling Earthquake [4] Artifact, Vehicle: Bomat Bazaar Barge [1B] Creature, Human Mercenary: Agent of Shauku [3W] Sorcery, Arcane: Terashi's Cry [2R] Enchantment, Aura: Hypervolt Grasp [7BB] Creature, Bringer: Bringer of the Black Dawn [5] Artifact: Conjurer's Closet [W] Creature, Spirit: Topplegeist [1GU] Enchantment: Bred for the Hunt [None] Land: Emeria, the Sky Ruin [3W] Sorcery: False Defeat [G] Sorcery: Lay of the Land [2GG] Legendary Creature, Hydra: Polukranos, World Eater [2W] Enchantment: Opal Champion [U] Enchantment, Aura: Essence Flare [3UB] Artifact Creature, Sphinx: Sphinx Summoner [4RR] Creature, Dragon: Shockmaw Dragon [1UU] Creature, Zombie Pirate: Reef Pirates [2W] Creature, Kithkin Rebel: Amrou Seekers [2U] Enchantment Creature, Nymph: Nimbus Naiad [1] Artifact: Magma Mine [2] Artifact Creature, Myr: Coretapper [G] Creature, Elf: Quirion Ranger [4RR] Sorcery: Undying Flames [6] Artifact: Pyramids [3GG] Creature, Elf Shaman: Elvish Bard [1U] Creature, Human Horror: Wharf Infiltrator [2W] Creature, Kithkin Knight: Springjack Knight [3W] Creature, Spirit: Windborn Muse [None] Land: Rootwater Depths [3B] Creature, Surrakar: Shoreline Salvager [R] Enchantment, Aura: Racecourse Fury [2W] Enchantment, Aura: Cage of Hands [1B] Creature, Rat: Pack Rat [5R] Creature, Sliver: Fury Sliver [4U] Creature, Beast: Mischievous Quanar [4R] Sorcery: Vandalize [WU] Artifact, Equipment: Shield of the Righteous [2B] Enchantment, Aura: Oni Possession [3G] Sorcery: Multani's Decree [4G] Sorcery: Soul's Might [4W/UW/UW/UW/U] Sorcery: Worldpurge [2G] Creature, Insect: Invasive Species [1B] Creature, Wall: Wall of Tombstones [None] Land: Glimmervoid [3] Artifact Creature, Construct: Onulet [4GG] Creature, Insect Horror: Phyrexian Swarmlord [UB] Enchantment, Aura: Sleeper's Robe [None] Scheme: Every Hope Shall Vanish [3] Artifact: Dimir Keyrune [R] Creature, Hound: Jackal Familiar [1WW] Creature, Human Cleric: Farrelite Priest [1R] Enchantment, Aura: Lavamancer's Skill [1UU] Legendary Creature, Merfolk Wizard: Ambassador Laquatus [None] Land: Sulfur Vent [None] Land: Swiftwater Cliffs [2BB] Creature, Wall: Wall of Distortion [2B] Creature, Human Berserker: Mogis's Marauder [2R] Sorcery: Act of Treason [3W] Legendary Creature, Human Soldier: General Jarkeld [5RRR] Creature, Elemental: Magmatic Force [6GG] Creature, Beast: Naya Soulbeast [5] Artifact Creature, Golem: Matopi Golem [1B] Sorcery: Sickening Dreams [3W] Creature, Shapeshifter: Changeling Sentinel [1W] Creature, Human Wizard: Alabaster Mage [5R] Sorcery: Mindblaze [6] Artifact: Urza's Armor [2] Artifact Creature, Scarecrow: Fang Skulkin [4BB] Enchantment Creature, Lamia: Thoughtrender Lamia [7U] Creature, Djinn: Maelstrom Djinn [3] Artifact Creature, Soldier: Etched Champion [RR] Creature, Human Knight: Blood Knight [WUB] Artifact Creature, Human Wizard: Windwright Mage [3W] Creature, Wurm: Saltskitter [1U] Instant: Trapmaker's Snare [3BB] Legendary Creature, Human Soldier: Zhang He, Wei General [W] Creature, Human Soldier: Midnight Duelist [3B] Snow Creature, Zombie: Zombie Musher [U] Creature, Merfolk Rogue: Merrow Witsniper [3RW] Legendary Creature, Human Warrior: Jor Kadeen, the Prevailer [None] Legendary Land: Tomb of Urami [BB] Sorcery: Vicious Hunger [B] Creature, Salamander: Festering Newt [3U/B] Enchantment, Aura: Helm of the Ghastlord [3WW] Creature, Dragon: Sunscorch Regent [3WW] Instant: Roil's Retribution [5RR] Creature, Beast: Ridge Rannet [None] Plane, Shandalar: Onakke Catacomb [BB] Sorcery: Enter the Dungeon [4R] Creature, Human Warrior: Keldon Halberdier [1] Artifact: Avarice Totem [2G] Sorcery: Nissa's Pilgrimage [2BR] Sorcery: Thought Hemorrhage [2U] Enchantment: Aether Barrier [1W] Creature, Spirit Cleric: Geist of the Lonely Vigil [1U] Creature, Cephalid Wizard Scout: Cephalid Scout [3B] Creature, Zombie: Balduvian Fallen [4U] Creature, Kor Rogue: Infiltrator il-Kor [GWU] Legendary Creature, Bird Wizard: Derevi, Empyrial Tactician [None] Legendary Creature, Eldrazi Ooze: Hanweir, the Writhing Township [W] Artifact: Dispeller's Capsule [3B] Enchantment, Aura Curse: Curse of Oblivion [B] Enchantment, Aura: Viper's Kiss [BB] Instant: Pharika's Cure [XG] Instant: Untamed Might [2] Artifact Creature, Wolf Construct: Lupine Prototype [None] Land: Tinder Farm [1WW] Legendary Creature, Bird Soldier: Lieutenant Kirtar [3U] Creature, Human Wizard: Elite Arcanist [3GG] Sorcery: Creeping Renaissance [2] Legendary Artifact, Equipment: Umezawa's Jitte [R] Creature, Human Wizard: Armorer Guildmage [W] Enchantment: Porphyry Nodes [1] Artifact: Pyxis of Pandemonium [2] Artifact: Fireforger's Puzzleknot [4] Artifact Creature, Construct: Peace Strider [RGW] Legendary Creature, Elf Shaman: Mayael the Anima [2W] Instant: Exile [1R] Enchantment, Aura: Senseless Rage [2R] Legendary Enchantment, Shrine: Honden of Infinite Rage [G] Creature, Elf: Elvish Lyrist [1] Artifact: Animation Module [1U] Instant: Squelch [3W] Instant: Reverent Mantra [2W] Creature, Griffin: Wild Griffin [G] Instant: Rust [5] Artifact: Mercadian Atlas [2] Artifact: Jinxed Idol [6] Artifact: Contagion Engine [3GG] Creature, Frog: Haze Frog [6] Artifact Creature, Hound: Leashling [2G] Sorcery: Deconstruct [B] Creature, Vampire Rogue: Shadow Alley Denizen [1U] Creature, Human Wizard: Deranged Assistant [1B] Creature, Zombie Wizard: Hate Weaver [3] Artifact: Slumbering Tora [1GG] Sorcery: Eldritch Evolution [1] Artifact: Rod of Spanking [WU] Instant: Dramatic Rescue [None] Creature, Hellion: Hellion [4R] Creature, Viashino Shaman: Mindclaw Shaman [1W] Creature, Human Flagbearer: Standard Bearer [3G] Creature, Fungus Horror: Undergrowth Scavenger [3] Artifact: Worry Beads [1W] Enchantment: Rest in Peace [4U] Sorcery: Cruel Fate [4G] Creature, Sliver: Brood Sliver [3U/R] Creature, Weird: Petrahydrox [5G] Creature, Treefolk: Deadwood Treefolk [4UU] Creature, Illusion Mutant: Mistform Mutant [6] Artifact Creature, Shapeshifter: Urza's Avenger [1U] Instant: Remand [3R] Creature, Giant: Hill Giant [3] Snow Artifact Creature, Construct: Phyrexian Soulgorger [1B] Instant: Imps' Taunt [2] Artifact, Equipment: Illusionist's Bracers [5WW] Sorcery: Providence [1WB] Creature, Human Cleric: Sin Collector [2U] Artifact Creature, Bird: Parasitic Strix [2R] Creature, Kavu: Tundra Kavu [U] Instant: Visions of Beyond [3W] Sorcery: Ravages of War [1GW] Creature, Elemental: Wayfaring Temple [5] Artifact: Ring of Three Wishes [4W/UW/U] Instant: Thoughtweft Gambit [2G] Instant: Realms Uncharted [3UUBB] Sorcery: Soulquake [2WW] Enchantment: Light from Within [None] Land: Drownyard Temple [8UUU] Creature, Kraken: Polar Kraken [BB] Sorcery: Kiku's Shadow [2U] Enchantment, Aura: Field of Reality [2GG] Sorcery: Creeping Corrosion [2] Artifact Creature, Wall: Wall of Tanglecord [1R] Creature, Dwarf Soldier: Dwarven Soldier [3R] Creature, Elemental Warrior: Nova Chaser [1B] Instant: Corpse Churn [2W] Creature, Dwarf Soldier: Fairgrounds Warden [3G] Creature, Plant: Singing Tree [2BB] Creature, Zombie Spirit: Graveborn Muse [2R] Instant: Fatal Frenzy [1B] Enchantment, Aura: Parallax Dementia [3B] Creature, Snake: Ukud Cobra [U] Instant: Aerial Formation [5GG] Creature, Wurm: Duskdale Wurm [3GG] Creature, Ape: Silverback Ape [2G] Sorcery: Harmony of Nature [1R] Creature, Goblin Warrior: Mogg War Marshal [None] Plane, Zendikar: Tazeem [None] Conspiracy: Brago's Favor [5B] Creature, Hound: Caustic Hound [1W] Enchantment: Spirit Bonds [8] Tribal Enchantment, Eldrazi Aura: Eldrazi Conscription [3G] Creature, Kavu: Pygmy Kavu [2G] Creature, Elf Spirit: Elvish Spirit Guide [3RR] Creature, Shapeshifter: Torchling [4B] Instant: Rescue from the Underworld [2U] Creature, Human: Grizzled Angler [None] Land: Strip Mine [2W] Instant: Survive the Night [1U] Instant: Memory Lapse [2W] Instant: Day [None] Creature, Werewolf: Bane of Hanweir [2G] Creature, Treefolk Warrior: Battlewand Oak [R] Creature, Elemental Warrior: Flamekin Brawler [1B] Sorcery: Specter's Wail [2B] Creature, Ouphe: Dusk Urchins [2UU] Instant: Summoner's Bane [4RR] Creature, Efreet: Capricious Efreet [2B] Enchantment, Aura: Artifact Possession [1R] Instant: Sure Strike [1UU] Creature, Merfolk Wizard: Sigil Tracer [1W] Creature, Human Soldier: Moorland Inquisitor [None] Land: Ancient Amphitheater [1RR] Creature, Goblin Mutant: Unstable Hulk [WWW] Enchantment, Aura: Farmstead [1W] Instant: Zealous Strike [2RR] Enchantment: Close Quarters [1B] Sorcery: Hypnotic Cloud [1BR] Instant: Kolaghan's Command [1UU] Creature, Human Rogue: Neurok Commando [3U] Creature, Squid Beast: Sand Squid [3UU] Instant: Mystic Confluence [2] Artifact: Surveyor's Scope [4] Artifact: Mourner's Shield [1R] Instant: Falter [5GG] Creature, Elf Warrior: Allosaurus Rider [1G] Enchantment, Aura: Ferocity [1G] Enchantment: Seal of Primordium [1R] Creature, Efreet Monk: Smoldering Efreet [2UBR] Sorcery: Drastic Revelation [1G] Creature, Satyr: Satyr Hedonist [2R] Creature, Wolf: Ulrich's Kindred [2UU] Sorcery: Talrand's Invocation [2UU] Instant: Insidious Will [4BB] Creature, Ogre Rogue: Ratcatcher [1] Artifact, Equipment: Hot Soup [1R] Instant: Surging Flame [3U] Creature, Illusion: Walking Dream [2W] Creature, Spirit: Niblis of the Mist [3GU] Sorcery: Aether Mutation [2BB] Creature, Shade: Liliana's Shade [2] Artifact: Tablet of the Guilds [1B] Instant: Headstone [3W] Creature, Griffin: Mistmoon Griffin [1W] Creature, Wall: Wall of Glare [2GGG] Creature, Insect: Vorapede [3BB] Creature, Vampire: Skyshroud Vampire [None] Land: Sulfurous Springs [U] Instant: Lost in a Labyrinth [4U] Legendary Creature, Moonfolk Wizard: Meloku the Clouded Mirror [1BB] Planeswalker, Liliana: Liliana of the Veil [U] Instant: Ray of Erasure [2W] Creature, Human Knight: Benalish Lancer [WW] Creature, Human Rebel: Steadfast Guard [3W] Creature, Human Soldier: Paragon of New Dawns [3UU] Legendary Creature, Human Wizard: Hakim, Loreweaver [3R] Sorcery: Portent of Betrayal [B] Instant: Entomb [6R] Sorcery: Twist Allegiance [G] Instant: Snare the Skies [1RR] Instant: Saute [3W] Creature, Merfolk Soldier: Veteran of the Depths [2R] Enchantment: Uphill Battle [2BB] Instant, Trap: Ravenous Trap [5UU] Creature, Fish Beast: Slipstream Eel [5] Artifact: World-Bottling Kit [3UU] Sorcery: Confiscation Coup [None] Legendary Land: Shivan Gorge [4R] Sorcery: Lava Axe [R] Instant: Goblin Tutor [3RG] Legendary Creature, Hellion: Thromok the Insatiable [3RG] Legendary Enchantment Creature, God: Xenagos, God of Revels [2B] Sorcery: Mind Extraction [4U] Creature, Wall: Dark Maze [3] Artifact Creature, Myr: Suntouched Myr [5GG] Creature, Treefolk Warrior: Oakgnarl Warrior [3B] Creature, Merfolk Wizard: Hollowsage [1G] Creature, Human Shaman: Oran-Rief Invoker [W] Creature, Kithkin Soldier: Mosquito Guard [3] Artifact, Equipment: Piston Sledge [3U] Creature, Moonfolk Wizard: Soratami Mirror-Guard [4] Artifact: Bronze Calendar [4UU] Sorcery: Reality Strobe [U] Creature, Human Wizard: Stormscape Apprentice [B] Enchantment, Aura: Evil Presence [4] Artifact: Blood Clock [2G] Creature, Dryad: Tanglewalker [BB] Sorcery: Stitch Together [3R] Sorcery: Lay Waste [2UR] Creature, Djinn: Emberwilde Caliph [2B] Creature, Imp: Reckless Imp [2U] Creature, Vedalken Wizard Mutant: Vigean Graftmage [3UU] Creature, Drake: Whip-Spine Drake [4] Artifact Creature, Gargoyle: Millennial Gargoyle [2GGUU] Legendary Creature, Merfolk Wizard: Prime Speaker Zegana [2U] Creature, Starfish: Spiny Starfish [1G] Enchantment: Bower Passage [1] Artifact Creature, Construct: Brass Man [XU] Instant: Venarian Glimmer [None] Land: Blooming Marsh [13] Legendary Creature, Eldrazi: Emrakul, the Promised End [2R] World Enchantment: Chaosphere [0] Artifact: Ashnod's Coupon [5U] Creature, Shapeshifter: Jodah's Avenger [2UU] Enchantment: Opposition [5U] Creature, Eldrazi: Drowner of Hope [6R] Creature, Minotaur Berserker: Minotaur Aggressor [R] Creature, Goblin: Goblin Grappler [2] Artifact, Equipment: Prowler's Helm [U] Instant: Essence Flux [1R] Sorcery: Face to Face [2U] Creature, Drake: Timid Drake [None] Land: Karoo [R] Sorcery: Flame Jab [5WW] Legendary Creature, Praetor: Elesh Norn, Grand Cenobite [2BB] Instant: Death Pulse [3UU] Instant: Counterbore [1G] Instant: Spring Cleaning [2R] Enchantment: Goblinslide [2BB] Creature, Human Wizard: Smogsteed Rider [5U] Sorcery: Spelltwine [None] Land: Tranquil Cove [2W] Creature, Human Nomad: Dogged Hunter [3B] Creature, Zombie: Hand of the Praetors [1R] Enchantment: Circle of Flame [None] Land: Gavony Township [1UU] Instant: Dream Fracture [1] Artifact: Mana Screw [1WUB] Legendary Creature, Shapeshifter: Halfdane [None] Land: Mystic Gate [W] Creature, Human Cleric: Icatian Priest [3BG] Creature, Zombie Wurm: Golgari Rotwurm [2W/BU] Artifact Creature, Construct: Arsenal Thresher [4U] Creature, Sphinx: Belltower Sphinx [2UB] Enchantment, Aura: Soul Ransom [2RR] Creature, Beast Warrior: Laccolith Warrior [4UU] Creature, Elemental: Brine Elemental [2BB] Enchantment, Aura: Consecrated by Blood [1GW] Instant: Ready [2BBB] Sorcery: Promise of Power [3BB] Creature, Zombie Wizard: Corpse Harvester [4BB] Creature, Zombie Ogre: Marsh Hulk [U] Instant: Unsummon [3UU] Creature, Drake: Messenger Drake [1B] Creature, Licid: Leeching Licid [2G] Sorcery: Primal Growth [1G] Sorcery: Nature's Spiral [3UU] Sorcery: Traumatize [R] Sorcery: Firebolt [3W] Creature, Sliver: Bonescythe Sliver [1B] Creature, Insect Horror: Dross Hopper [2G] Instant: Crushing Vines [W] Sorcery: Launch the Fleet [3U] Creature, Worm Beast: Cryptic Annelid [2U] Creature, Wall: Quicksilver Wall [2] Artifact, Equipment: Executioner's Hood [2UU] Creature, Illusion: Somnophore [WWUUBBRRGG] Legendary Creature, Hydra Avatar: Progenitus [1BB] Enchantment: Blanket of Night [UUR] Instant: Double Negative [2W] Creature, Unicorn: Pearled Unicorn [WB] Artifact Creature, Zombie: Tidehollow Sculler [2UU] Creature, Elemental: Living Tsunami [3W] Instant: Patrician's Scorn [1] Artifact: Mana Vault [1U] Enchantment, Aura: Ice Cage [3G] Instant: Carrion Call [1G] Creature, Snake: Lotus Cobra [3U] Instant: Hindering Touch [4U] Creature, Human Pirate: Pirate Ship [3GG] Creature, Elemental Shapeshifter: Thornling [3W] Creature, Bird Cleric: Aven Redeemer [WUBRG] Legendary Creature, Dragon Avatar: Scion of the Ur-Dragon [4U] Legendary Enchantment, Shrine: Honden of Seeing Winds [2UU] Enchantment: Coastal Piracy [1U/R] Instant: Inside Out [2G] Creature, Insect: Twigwalker [1B] Sorcery: Transgress the Mind [1WW] Creature, Human Cleric: Sanctum Prelate [2G] Creature, Snake: Skullwinder [3GG] Creature, Centaur: Battlefield Scrounger [1W] Tribal Instant, Kithkin: Surge of Thoughtweft [3GWU] Legendary Creature, Dragon: Treva, the Renewer [2R] Tribal Enchantment, Goblin: Boggart Shenanigans [UBR] Creature, Specter: Sedraxis Specter [R] Enchantment, Aura: Hammerhand [3W] Instant: Mirror Strike [1W] Creature, Kor Soldier: Kor Skyfisher [1WW] Creature, Human Cleric: Custodi Soulcaller [B/G] Creature, Elf Shaman: Deathrite Shaman [2] Artifact: Leonin Sun Standard [1UU] Creature, Slith: Slith Strider [1R] Creature, Human Knight: Bogardan Lancer [None] Land: Grim Backwoods [3UU] Creature, Human Wizard: Arcane Savant [2BB] Enchantment: Endless Ranks of the Dead [2UR] Instant: Brutal Expulsion [4G] Creature, Ouphe: Aerie Ouphes [B] Creature, Spirit: Will-o'-the-Wisp [2R] Enchantment: Glacial Crevasses [G] Creature, Ouphe: Brown Ouphe [5] Artifact Creature, Golem: Golem Artisan [2B] Creature, Elf Shaman: Deadbridge Shaman [3G] Creature, Sliver: Reflex Sliver [XU] Sorcery: Breakthrough [None] Land, Gate: Dimir Guildgate [2W] Creature, Human Soldier: Helionaut [3W] Instant: Smite the Monstrous [1] Artifact, Equipment: Witches' Eye [3R] Sorcery: Flameshot [None] Vanguard: Morinfen Avatar [2W] Creature, Cat: Jamuraan Lion [None] Creature, Human Mutant: Homicidal Brute [U] Sorcery: Ponder [1B] Creature, Eldrazi Drone: Sky Scourer [4W] Enchantment, Aura: Commander's Authority [None] Legendary Creature, Eldrazi Angel: Brisela, Voice of Nightmares [2GGGG] Creature, Elemental: Cloudthresher [5W] Creature, Giant Soldier: Council Guardian [None] Land: Mosswort Bridge [2G] Enchantment Creature, Beast: Spirespine [1W] Instant: Disenchant [2W] Instant: Tempest of Light [3R] Creature, Orc Shaman: Shaman of the Great Hunt [1WW] Creature, Human Soldier: Descendant of Kiyomaro [W] Creature, Human Soldier: Thraben Inspector [2RWB] Legendary Creature, Orc Warrior: Zurgo Helmsmasher [2RW] Instant: Warleader's Helix [4] Artifact, Equipment: Grappling Hook [2] Tribal Artifact, Rogue Equipment: Cloak and Dagger [3U] Creature, Sliver: Shifting Sliver [1U] Creature, Human Wizard: Alchemist's Apprentice [UU] Enchantment, Aura: Spectral Cloak [3] Artifact Creature, Scarecrow: Harvest Hand [4BG] Creature, Zombie Beast: Baloth Null [W] Enchantment, Aura: Guilty Conscience [U] Enchantment, Aura: Tangle Kelp [1] Artifact, Equipment: Dead-Iron Sledge [W] Creature, Human Soldier: Gustcloak Runner [1] Artifact: Chimeric Coils [2] Artifact: Glassblower's Puzzleknot [1UR] Creature, Efreet: Frenetic Efreet [None] Land: Sheltered Valley [1GG] Creature, Snake: Glass Asp [2] Artifact Creature, Wall: Consulate Skygate [4] Artifact: Chimeric Staff [6UUU] Creature, Drake: Chromescale Drake [XU] Instant: Read the Runes [3G] Sorcery: Dangerous [3R] Creature, Human Warrior: Sabertooth Outrider [3W] Artifact Creature, Gargoyle: Sanctum Gargoyle [2G] Enchantment: Retaliation [4W] Creature, Spirit Bear: Ursine Fylgja [1W] Instant: Errand of Duty [3U] Creature, Human Monger: Sailmonger [2B] Snow Creature, Zombie: Gutless Ghoul [4GG] Sorcery: Collective Unconscious [0] Instant: Intervention Pact [1W] Instant: Disempower [3B] Creature, Human Shaman Ally: Zulaport Chainmage [4G] Creature, Lizard: Plated Rootwalla [GG] Creature, Human Wizard: Magus of the Library [5W] Creature, Spirit: Kami of the Palace Fields [2U] Creature, Drake: Azimaet Drake [1U] Creature, Illusion: Dream Stalker [WU] Creature, Human Soldier: Battlewise Hoplite [3WW] Creature, Sliver: Pulmonic Sliver [3W] Creature, Cat Cleric: Healer of the Pride [1W] Enchantment: Suspension Field [R] Instant: Weight of Spires [3] Artifact Creature, Wall: Wall of Shields [3R] Creature, Gremlin: Terror of the Fairgrounds [WW] Creature, Kithkin: Amrou Kithkin [None] Land: Slayers' Stronghold [1B] Sorcery: Infernal Harvest [2BB] Creature, Zombie: Dakmor Ghoul [4G] Creature, Human Warrior: Melira's Keepers [1B] Creature, Zombie Warrior: Null Champion [None] Plane, Kephalai: Aretopolis [2UR] Creature, Weird: Fluxcharger [1G] Creature, Beast: Skyshroud War Beast [1] Artifact: Despotic Scepter [2B] Enchantment: Engineered Plague [B] Sorcery: Tombfire [G] Creature, Elf: Skyshroud Ranger [5B] Creature, Gorgon: Xathrid Gorgon [1W] Enchantment, Aura: Bonds of Faith [3W] Creature, Human Cleric: Akroma's Devoted [R] Sorcery: Devastating Summons [2G] Enchantment, Aura: Sheltered Aerie [1B] Enchantment: Crumbling Ashes [2UU] Creature, Bird Soldier Horror: Possessed Aven [None] Plane, Zendikar: Murasa [2G] Creature, Boar Beast: Gristleback [4B] Sorcery: Demon's Grasp [None] Plane, Alara: Grixis [4B] Creature, Human Minion: Corrupt Official [3W] Enchantment: Consulate Surveillance [5U] Artifact Creature, Serpent: Steelclad Serpent [3GG] Sorcery: Spring of Eternal Peace [5U] Creature, Elemental: Storm Elemental [2RR] Creature, Giant Rogue: Slinking Giant [3GG] Creature, Giant Warrior: Marshdrinker Giant [B] Instant: Shadowfeed [1G] Creature, Boar: Brindle Shoat [1] Artifact: Terrarion [2UU] Sorcery: Temporal Eddy [2GG] Creature, Spike: Spike Weaver [2G] Creature, Dryad: Llanowar Vanguard [2W] Instant: Piety [5] Artifact: Angelheart Vial [4RR] Creature, Atog: Megatog [4GGGG] Sorcery: Incoming! [1W] Creature, Hound Soldier: Ainok Bond-Kin [3B] Enchantment: Cryptwailing [1R] Creature, Goblin Warrior: Goblin Brigand [4R] Creature, Elemental Spirit: Stone Spirit [1R] Creature, Goblin Warrior: Goblin Raider [5WW] Sorcery: Dimensional Breach [2W] Enchantment, Aura: Security Blockade [R] Creature, Cat: Scarred Puma [4RW] Creature, Elemental Soldier: Foundry Champion [3B] Creature, Eldrazi Processor: Mind Raker [U] Instant: Obsessive Search [None] Vanguard: Bosh, Iron Golem Avatar [2BB] Sorcery: Eradicate [1G] Sorcery: Restore [1U] Creature, Merfolk Spellshaper: Waterfront Bouncer [3U] Enchantment, Aura: Way of the Thief [2G] Instant: Ruthless Instincts [4B] Creature, Zombie Hound: Plague Dogs [None] Land: Exotic Orchard [1UU] Legendary Creature, Human Artificer: Muzzio, Visionary Architect [4G] Creature, Dryad: Folk of the Pines [R] Creature, Goblin Shaman: Goblin Soothsayer [3U/B] Creature, Merfolk Wizard: Merrow Grimeblotter [3] Artifact, Equipment: Nemesis Mask [4G] Creature, Cat Warrior: Panther Warriors [2W] Creature, Soltari Knight: Soltari Lancer [2R] Enchantment, Aura: Galvanic Arc [2U] Creature, Human Wizard: Wizard Mentor [2G] Creature, Beast: Colossodon Yearling [4BG] Enchantment: Deadbridge Chant [1B] Creature, Human Cleric Shaman: Blighted Shaman [1B] Instant: Simulacrum [4U] Enchantment: Arcane Melee [4GW] Legendary Creature, Human Knight: Sir Shandlar of Eberyn [XUUU] Sorcery: Volcanic Eruption [2R] Creature, Goblin Warrior Ally: Reckless Bushwhacker [3] Artifact: Bosium Strip [2BB] Creature, Zombie Knight: Marauding Knight [1BRG] Sorcery: Misfortune [2WU] Instant: Ojutai's Command [1G] Creature, Elf Warrior: Warren-Scourge Elf [8UU] Sorcery: Time Stretch [3] Artifact: Mindstorm Crown [4BRG] Legendary Creature, Dragon: Karrthus, Tyrant of Jund [R] Instant: Skred [5U] Creature, Horror: Chained Throatseeker [3R] Creature, Dwarf: Bomb Squad [None] Land: Evolving Wilds [None] Creature, Human: Incited Rabble [U] Enchantment: Quest for Ula's Temple [2G] Enchantment: Katabatic Winds [B] Instant: Tainted Strike [2RR] Creature, Viashino: Viashino Cutthroat [15] Legendary Creature, Eldrazi: Emrakul, the Aeons Torn [None] Plane, Lorwyn: Velis Vel [1BB] Sorcery: Grim Tutor [G] Instant: Shape the Sands [UUBBBRR] Sorcery: Cruel Ultimatum [None] Land: Mystic Monastery [1RR] Enchantment: Magnetic Mountain [3BB] Creature, Spirit: Morkrut Banshee [1] Artifact: Tel-Jilad Stylus [1WB] Enchantment, Aura: Pillory of the Sleepless [1U] Creature, Bird Illusion: Illusionary Informant [1U] Creature, Shapeshifter Ally: Jwari Shapeshifter [2RR] Creature, Human Barbarian: Keldon Champion [1BR] Creature, Minotaur Shaman: Ragemonger [2G] Sorcery: Search for Tomorrow [3GG] Creature, Snake Warrior: Kashi-Tribe Warriors [2RR] Creature, Werewolf Horror: Smoldering Werewolf [3B] Creature, Insect: Heartstabber Mosquito [2B/G] Creature, Hag Shaman: Hag Hedge-Mage [4] Artifact, Equipment: Grafted Exoskeleton [WBB] Creature, Spirit: Souls of the Faultless [1R] Creature, Spirit: Blademane Baku [4W] Enchantment: Opal Archangel [None] Land: Svyelunite Temple [3W] Creature, Spirit: Apothecary Geist [1WW] Creature, Spirit: Chapel Geist [2] Artifact: Lotus Blossom [2] Artifact: Nacre Talisman [2B] Creature, Human Warrior: Mardu Strike Leader [4R] Creature, Elemental: Scoria Elemental [3G] Creature, Human Warrior: Setessan Starbreaker [6RR] Sorcery: Scrambleverse [3WW] Legendary Creature, Human Soldier Warrior: Zhao Zilong, Tiger General [None] Land, Lair: Dromar's Cavern [B] Creature, Zombie: Cryptbreaker [1G] Creature, Human Warrior: Atarka Beastbreaker [2UU] Creature, Merfolk: Rootwater Matriarch [1U] Instant: Preemptive Strike [2B] Creature, Spirit: Foul Familiar [3] Artifact: Chromatic Lantern [R] Sorcery, Arcane: Lava Spike [2WW] Creature, Cat Soldier: Ajani's Chosen [1U] Instant: Negate [1WW] Enchantment: Act of Authority [5U] Sorcery: Rise from the Tides [U] Instant: Riptide [3RGG] Legendary Creature, Human Knight: Jerrard of the Closed Fist [2] Artifact: Mindcrank [None] Land: Stirring Wildwood [3U] Sorcery: Deep Analysis [WWW] Creature, Kor Cleric: Devout Lightcaster [None] Vanguard: Grinning Demon Avatar [1GG] Enchantment, Aura: Venom [None] Plane, Rath: Stronghold Furnace [3G] Creature, Monger: Squallmonger [None] Creature, Thrull: Thrull [2B] Sorcery: Assassinate [WUBRG] Creature, Elemental: Fusion Elemental [U] Enchantment: Soothsaying [3GG] Creature, Elemental: Woodborn Behemoth [None] Creature, Human Cleric: Lunarch Inquisitors [3W] Creature, Human Soldier: Kongming's Contraptions [B] Creature, Zombie: Zombie Cannibal [1G/WG/WG/W] Creature, Elf Knight: Wilt-Leaf Liege [0] Artifact Creature, Construct: Memnite [2U] Creature, Human Monk: Zephyr Scribe [None] Land, Plains Island: Tundra [3UUBB] Legendary Creature, Elemental: Ur-Drago [2WU] Legendary Creature, Spirit: Brago, King Eternal [1B] Enchantment, Aura: Festering Wound [3WW] Planeswalker, Elspeth: Elspeth Tirel [3UU] Creature, Siren: Siren of the Fanged Coast [None] Creature, Werewolf: Gatstaf Howler [RG] Instant: Simoon [UUB] Instant: Undermine [3G] Creature, Naga Archer: Archers of Qarsi [1WW] Creature, Human Horror: Fascist Art Director [None] Land: Rupture Spire [RG] Creature, Sliver: Spined Sliver [3] Artifact: Worn Powerstone [2UU] Instant, Trap: Permafrost Trap [3U] Instant: Unity of Purpose [2BB] Enchantment: Death Pit Offering [2R] Creature, Goblin Warrior: Lobber Crew [1UU] Instant: Cancel [G] Instant: Ranger's Guile [3U] Instant: Repel [2W] Creature, Kor Soldier Ally: Kor Scythemaster [1BB] Sorcery: Drown in Sorrow [3W] Enchantment, Aura: Improvised Armor [1UR] Creature, Chimera: Spellheart Chimera [4B] Sorcery: Ribbons of Night [2] Artifact: Touchstone [None] Plane, Kamigawa: Sokenzan [3U] Creature, Bird: Runewing [W] Creature, Human Cleric: Empty-Shrine Kannushi [2W] Creature, Fox Cleric: Kitsune Palliator [U] Instant: Flusterstorm [2W] Creature, Human Cleric: Sanctum Custodian [3UU] Sorcery: Tidings [U] Enchantment, Aura: Awesome Presence [2B] Instant: Corpse Dance [2RR] Legendary Creature, Human Shaman: Rakka Mar [1WW] Creature, Human Cleric: Preacher [2R] Enchantment: Blood Moon [None] Land: Ebon Stronghold [G] Enchantment: Mirri's Guile [1UU] Legendary Creature, Merfolk Rogue: Thada Adel, Acquisitor [4B] Sorcery: Eliminate the Competition [XR] Sorcery: Meltdown [2GG] Creature, Insect: Deadbridge Goliath [2UU] Creature, Oyster: Giant Oyster [4B] Enchantment: Call to the Grave [BB] Creature, Slith: Slith Bloodletter [3R] Creature, Viashino Warrior: Thorn-Thrash Viashino [2R] Creature, Goblin: Goblin Matron [3W] Instant: Angelic Favor [1G] Creature, Eldrazi Drone: Nest Invader [3W] Enchantment: Sphere of Truth [G] Creature, Plant Hound: Mossdog [2RR] Creature, Elemental: Char-Rumbler [5W] Creature, Human Soldier: Auriok Survivors [1B] Enchantment: Necromancer's Stockpile [U] Enchantment, Aura: Mark of Eviction [3G] Creature, Elf: Norwood Riders [1G] Creature, Elf Druid: Quirion Elves [3RR] Sorcery: Arc Blade [4W] Enchantment, Aura: Mammoth Umbra [3U] Creature, Bird Soldier: Balshan Collaborator [1GW] Artifact: Wildfield Borderpost [G] Creature, Badger: Charging Badger [2U] Enchantment, Aura: Leaden Fists [4BB] Creature, Horror: Abyssal Horror [1R] Sorcery: Twinflame [3G] Enchantment, Aura: Market Festival [3B] Creature, Human Assassin: Thorn of the Black Rose [1W] Creature, Human Soldier: Thalia's Lieutenant [2R] Creature, Viashino Warrior: Viashino Spearhunter [3BB] Creature, Horse: Black Carriage [1B] Enchantment: Bereavement [2B] Enchantment: Words of Waste [B] Creature, Insect: Mortician Beetle [4R] Creature, Human Rogue: Ambush Party [3GG] Sorcery: Rebuking Ceremony [2B] Creature, Human Spellshaper: Urborg Syphon-Mage [1R] Enchantment: Ashling's Prerogative [1WW] Enchantment: Lightform [6] Artifact Creature, Construct: Goblin Dirigible [1W] Creature, Sliver: Talon Sliver [None] Snow Land: Highland Weald [3W] Creature, Human Scout: Mausoleum Guard [6] Artifact Creature, Construct: Sawtooth Thresher [R/WR/WR/WR/WR/W] Creature, Spirit Avatar: Nobilis of War [2RG] Sorcery: Decimate [3W] Instant: Surprise Deployment [1R] Instant: Word of Blasting [None] Land: Woodland Stream [4GG] Enchantment, Aura: Epic Proportions [2] Artifact, Equipment: Inquisitor's Flail [1W] Creature, Angel Spirit: Angelic Page [4] Artifact: Uba Mask [2U] Enchantment, Aura: Glimmerdust Nap [1R] Creature, Human Berserker: Stormblood Berserker [1UR] Instant: Cerebral Vortex [4W] Creature, Sliver: Ward Sliver [W] Instant: Save Life [1U] Instant: Predict [None] Creature, Demon: Demon [R] Creature, Orc: Orcish Lumberjack [2W] Enchantment, Aura: Guardian Zendikon [1BB] Enchantment: Mind Slash [2R] Instant: Carbonize [1B] Instant: Grim Harvest [1W] Instant: Center Soul [3] Artifact Creature, Hound: Watchdog [1GG] Creature, Beast Mutant: Renegade Krasis [4U] Creature, Serpent: Serpent of the Endless Sea [5BB] Creature, Demon Hound: Hollowborn Barghest [1U] Creature, Merfolk Cleric: Svyelunite Priest [3] Artifact: Spirit Shield [XG] Sorcery: Tropical Storm [WB] Legendary Creature, Kor Cleric: Ayli, Eternal Pilgrim [U] Creature, Merfolk Shaman: Reef Shaman [1U] Creature, Metathran Soldier: Metathran Soldier [RRR] Enchantment: Seismic Assault [3U] Creature, Vedalken Wizard: Lumengrid Augur [1WW] Creature, Bird: Cloudchaser Kestrel [GWU] Creature, Human Soldier: Giltspire Avenger [1B] Artifact Creature, Illusion: Glaze Fiend [5UU] Creature, Leviathan: Aethersquall Ancient [3WW] Creature, Angel: Shattered Angel [1W] Creature, Dwarf Artificer: Aviary Mechanic [W] Creature, Human Cleric: Soul Warden [4UU] Creature, Drake: Skyline Predator [B] Creature, Rat: Zodiac Rat [1W] Creature, Kor Cleric: Stone Haven Medic [2B] Instant: Loss [4RR] Creature, Dragon: Hoard-Smelter Dragon [2U] Enchantment: Soul Barrier [U/R] Creature, Weird: Blistercoil Weird [2BR] Creature, Spirit: Discordant Spirit [1R] Enchantment, Aura: Maniacal Rage [3W] Creature, Elephant: Noble Elephant [None] Land: Cinder Marsh [4GG] Creature, Beast: Spinebiter [5BB] Enchantment: Hedonist's Trove [2GG] Creature, Human Rogue: Scarwood Bandits [2G] Tribal Instant, Elf: Gilt-Leaf Ambush [2W] Creature, Human Wizard: Warden of the Beyond [W] Instant: Coordinated Barrage [G/UW] Creature, Human Soldier: Bant Sureblade [4W] Instant: Double Dip [1] Artifact Creature, Thopter: Roterothopter [None] Vanguard: Heartwood Storyteller Avatar [None] Ongoing Scheme: The Very Soil Shall Shake [None] Conspiracy: Hired Heist [5W] Creature, Human Cleric Wizard: Shieldmage Elder [6UU] Creature, Leviathan: Trench Gorger [1GU] Sorcery: Temporal Spring [2G] Creature, Elf Scout: Ghirapur Guide [2U] Creature, Merfolk: Rootwater Hunter [2R] Creature, Human Shaman: Brimstone Mage [2RR] Creature, Giant: Desolation Giant [G] Creature, Cat Monkey: Wily Bandar [1G] Creature, Elf Druid: Sage of Shaila's Claim [2W] Instant: Acrobatic Maneuver [2U] Creature, Human Pirate: Steam Frigate [3RG] Legendary Creature, Human Shaman: Sunastian Falconer [2UU] Creature, Human Wizard: Havengul Runebinder [2U] Creature, Elemental: Watercourser [None] Artifact Land: Seat of the Synod [2R] Creature, Goblin Shaman: Goblin Ruinblaster [4G] Creature, Troll Skeleton: Golgari Grave-Troll [4RR] Legendary Creature, Human Barbarian: Kamahl, Pit Fighter [None] Creature, Eldrazi Vampire: Abolisher of Bloodlines [R] Instant: Hearth Charm [4UU] Legendary Creature, Spirit: Soramaro, First to Dream [2U] Instant: Erratic Mutation [W] Instant: Reinforcements [3RR] Legendary Creature, Human: Lovisa Coldeyes [2UU] Creature, Human Mercenary: Seahunter [W] Creature, Human Soldier: Alaborn Zealot [3UU] Creature, Bird Scout: Aven Surveyor [None] Vanguard: Fallen Angel Avatar [UUUU] Sorcery: Fraternal Exaltation [2G] Instant: Vine Snare [3B] Creature, Spirit: Souldrinker [3U] Creature, Kithkin Soldier: Kinscaer Harpoonist [R] Instant: Glyph of Destruction [U] Creature, Spirit: Mausoleum Wanderer [4G/UG/U] Creature, Merfolk Soldier: Merfolk of the Depths [2U] Instant: Rakshasa's Disdain [1R] Sorcery: Rockslide Ambush [WUBRG] Creature, Angel: Maelstrom Archangel [3BRG] Legendary Creature, Dragon: Darigaaz, the Igniter [3UU] Creature, Fish: Sky-Eel School [W] Creature, Human Soldier: Benalish Hero [1RR] Enchantment: Repercussion [5BB] Instant: Soul Spike [R] Instant: Galvanic Blast [4] Artifact: Panacea [2U] Creature, Elemental: Tideforce Elemental [1W] Enchantment: Planar Collapse [1G] Sorcery: Farseek [2UU] Creature, Merfolk: Jolting Merfolk [3G] Creature, Plant Elemental: Living Totem [1R] Sorcery: Rain of Embers [2U] Creature, Vedalken Wizard: Mizzium Meddler [2WW] Creature, Giant: Hundred-Handed One [4BR] Creature, Beast: Razing Snidd [1WW] Creature, Human Monk Cleric: Militant Monk [1U] Creature, Lizard: Ludevic's Test Subject [1B] Creature, Human Rogue: Ghoulcaller's Accomplice [B] Instant: Tragic Slip [1R] Sorcery: Krenko's Command [1RR] Sorcery: Thunderblade Charge [2R] Creature, Viashino: Viashino Grappler [GG] Creature, Dryad Spellshaper: Deepwood Elder [4UU] Creature, Human Soldier: Aerial Caravan [3BB] Creature, Wraith: Street Wraith [4R] Creature, Human Shaman: Akroan Conscriptor [GU] Creature, Merfolk: Kiora's Follower [1G] Creature, Insect: Loam Larva [2] Artifact: Prophetic Prism [5RR] Creature, Dragon: Skyline Despot [3W] Creature, Human Soldier: Foriysian Interceptor [1B] Enchantment, Aura: Crown of Suspicion [1B] Enchantment, Aura: Grave Servitude [3WW] Creature, Incarnation: Glory [4GG] Creature, Beast: Fangren Pathcutter [3W] Creature, Spirit: Hollowhenge Spirit [1U] Creature, Homunculus: Stitcher's Apprentice [4RR] Creature, Elemental: Miner's Bane [1BR] Instant: Auger Spree [None] Land: Lavaclaw Reaches [3BB] Legendary Creature, Horror: Morinfen [BB] Creature, Spirit: Wicked Akuba [1BB] Enchantment: Withering Wisps [3W] Creature, Human Wizard Ally: Spawnbinder Mage [2WW] Creature, Human Wizard: Azorius Justiciar [2] Artifact, Equipment: Vorrac Battlehorns [5] Artifact: Mirror Gallery [2G] Enchantment: Elemental Bond [None] Vanguard: Hell's Caretaker Avatar [3G] Enchantment: Wolfcaller's Howl [None] Land: Meandering River [BB] Creature, Imp: Skittering Skirge [3] Artifact Creature, Berserker: Vulshok Replica [2G] Creature, Elf Artificer: Highspire Artisan [1BB] Creature, Atog: Necratog [3G] Summon, Chicken: Free-Range Chicken [1U] Creature, Fish: School of Piranha [4U] Creature, Serpent: Sandbar Serpent [4B] Sorcery: Urborg Uprising [1U] Creature, Human Rogue: Ingenious Thief [2RR] Instant: Stoke the Flames [2BB] Creature, Zombie: Skinrender [3U] Legendary Creature, Human Wizard: Linessa, Zephyr Mage [2WW] Creature, Elephant Soldier: Loxodon Gatekeeper [2UU] Legendary Creature, Dwarf Wizard: Reveka, Wizard Savant [1G] Creature, Spirit: Loam Dweller [2R] Creature, Eldrazi Drone: Eldrazi Aggressor [5] Artifact Creature, Horror: Psychosis Crawler [2R] Creature, Human Shaman: Vithian Stinger [None] Vanguard: Goblin Warchief Avatar [1W] Enchantment, Aura: Mageta's Boon [4W] Creature, Spirit: Kami of the Painted Road [2GG] Creature, Human Druid: Squirrel Wrangler [W] Creature, Soltari Soldier: Soltari Foot Soldier [1] Artifact, Equipment: Flayer Husk [1G] Creature, Bear: Balduvian Bears [None] Scheme: Roots of All Evil [2RR] Creature, Minotaur Warrior: Karplusan Minotaur [GW] Instant: Dromoka's Command [GG] Sorcery: Channel [4] Artifact: Thought Dissector [3G] Enchantment: Frontier Siege [1BB] Planeswalker, Liliana: Liliana, the Last Hope [3RWU] Legendary Creature, Dragon: Numot, the Devastator [2UU] Enchantment: Thought Lash [U] Tribal Instant, Wizard: Stream of Unconsciousness [1R] Instant: Fire [3UB] Artifact Creature, Human Rogue: Vectis Agents [2WW] Creature, Human Knight: Cavalry Master [2B] Creature, Zombie: Scathe Zombies [1W] Creature, Human Soldier: Kjeldoran Guard [3R] Sorcery: Furious Reprisal [2UU] Creature, Griffin: Misthollow Griffin [1R] Sorcery: Volcanic Spray [1W] Sorcery: Planar Birth [1WB] Creature, Vampire Knight: Blood-Cursed Knight [1W] Creature, Fox Cleric: Kitsune Loreweaver [R] Creature, Human Wizard: Thunderscape Apprentice [2WW] Creature, Human Nomad: Resilient Wanderer [3RR] Creature, Elemental: Fire Servant [1WW] Creature, Fox Wizard: Kitsune Riftwalker [U] Creature, Spirit: Wandering Ones [None] Vanguard: Platinum Angel Avatar [G] Creature, Human Cleric: Crossroads Consecrator [4] Artifact: Tawnos's Coffin [2GG] Creature, Spider: Kessig Recluse [4GG] Legendary Creature, Treefolk: Nemata, Grove Guardian [G/WG/WG/WG/WG/W] Creature, Spirit Avatar: Oversoul of Dusk [U] Instant: Clairvoyance [3U] Creature, Human: Enlightened Maniac [None] Creature, Eldrazi Werewolf: Fibrous Entangler [G] Enchantment: Multani's Presence [4U] Enchantment, Aura: Stasis Cell [None] Scheme: Which of You Burns Brightest? [GW] Instant: Aura Mutation [2B] Enchantment: Virulent Plague [2B] Creature, Minotaur: Felhide Minotaur [2WW] Enchantment: Karma [XB/P] Sorcery: Postmortem Lunge [B] Creature, Merfolk Rogue: Merrow Bonegnawer [2W] Creature, Human Monk: Graceblade Artisan [R] Creature, Goblin Rogue: Boggart Forager [1R] Instant: Battle Hymn [1BG] Creature, Troll: Trestle Troll [1GG] Creature, Treefolk: Gaea's Avenger [B] Instant: Coat with Venom [1G] Creature, Elf Artificer: Carapace Forger [5WW] Sorcery: Mass Calcify [2R] Creature, Wall: Pitchstone Wall [2U] Instant: Tidal Wave [W] Creature, Human Soldier: Herald of Anafenza [1WBR] Enchantment: Fervent Charge [1U] Creature, Cephalid Rogue: Cephalid Vandal [1B] Instant: Shallow Grave [1B] Sorcery: Dry Spell [2UR] Legendary Creature, Human Wizard: Tibor and Lumia [6W] Legendary Creature, Spirit: Oyobi, Who Split the Heavens [1B] Creature, Zombie: Whipstitched Zombie [3RR] Sorcery: Incendiary Command [2W] Creature, Human Cleric: Glowrider [4GG] Creature, Hydra: Hydra Omnivore [W] Creature, Human Cleric: Nova Cleric [W] Creature, Human Cleric: Miracle Worker [W] Sorcery: Divine Light [3R] Creature, Goblin: Horde of Boggarts [2UU] Creature, Bird: Impaler Shrike [2W] Creature, Bird: Eagle of the Watch [4R] Creature, Giant: Wayward Giant [3B] Enchantment: Triskaidekaphobia [5] Artifact: Door to Nothingness [None] Land: Rakdos Carnarium [4GGG] Creature, Wurm: Quilled Slagwurm [None] Land: Forsaken City [B] Instant: Touch of Darkness [5RW] Creature, Minotaur Soldier: Boros Battleshaper [5GG] Creature, Beast: Garruk's Horde [XB] Sorcery: Rats' Feast [3W] Legendary Creature, Human Knight: Sidar Jabari [U] Sorcery: Shared Discovery [R] Instant: Feint [3B] Enchantment: Measure of Wickedness [3W] Creature, Bird Soldier: Gustcloak Skirmisher [None] Creature, Eldrazi Fish: Grisly Anglerfish [1UB] Creature, Atog: Psychatog [1RR] Creature, Gremlin: Brazen Scourge [1W] Instant: Soul Parry [5] Legendary Artifact: That Which Was Taken [1W] Instant: Due Respect [1U] Enchantment: Ior Ruin Expedition [1B] Instant: Shade's Breath [1U] Enchantment, Aura: Pendrell Flux [G/P] Instant: Mutagenic Growth [1G] Creature, Elf Wizard: Tribal Forcemage [1UU] Creature, Illusion Warrior: Phantom Warrior [W] Sorcery: False Peace [2UU] Planeswalker, Jace: Jace, Architect of Thought [B] Sorcery: Deathmark [4WW] Creature, Angel: Voice of the Provinces [2U] Instant: Oona's Grace [2UU] Instant: Bone to Ash [2B] Creature, Vampire Warrior: Nirkana Cutthroat [4W] Creature, Human Soldier: Shu Soldier-Farmers [1U] Creature, Human Rogue: Hada Spy Patrol [2] Artifact: Scalding Tongs [4] Artifact Creature, Construct: Duskworker [4] Artifact Creature, Hound: Corpse Cur [G] Enchantment, Aura: Predatory Hunger [5] Artifact, Equipment: Pariah's Shield [1GG] Creature, Snake: Hornet Cobra [3R] Creature, Goblin Shaman: Rabble-Rouser [WU] Sorcery: Search Warrant [4W] Instant: Brace for Impact [2G] Sorcery: Deep Reconnaissance [U] Sorcery: Preordain [1B] Creature, Zombie: Shambling Ghoul [4UU] Instant: Scour the Laboratory [2BB] Sorcery: Gruesome Discovery [1BB] Sorcery: Icequake [2WW] Sorcery: Balancing Act [3G] Sorcery: Acorn Harvest [5W] Creature, Rhino Cleric: Stonehorn Chanter [1R] Creature, Goblin Shaman: Dragonlord's Servant [R] Instant: Weapon Surge [1G] Creature, Elf: Wellwisher [3W] Creature, Griffin: Charmed Griffin [3R] Creature, Goblin Berserker: Goblin Berserker [3W] Creature, Griffin: Makindi Griffin [3U] Sorcery: Plea for Power [G] Creature, Elf Archer: Scattershot Archer [RRR] Creature, Lizard: Crag Saurian [3WW] Creature, Giant: Silent Artisan [6] Artifact: Rakalite [1U] Creature, Kor Rogue: Looter il-Kor [3R] Creature, Ogre: Reckless Ogre [1R] Creature, Human Soldier: Independent Troops [2B] Instant: Strangling Soot [None] Land, Forest: Murmuring Bosk [1BR] Instant: Showstopper [2RR] Enchantment: Heart of Bogardan [3G] Creature, Elf Warrior: Saruli Gatekeepers [RRR] Creature, Efreet: Ydwen Efreet [5U] Creature, Spirit: Zephyr Spirit [1B] Creature, Zombie Mercenary: Spineless Thug [1GW] Creature, Cat: Noble Panther [R] Creature, Goblin: Goblin Patrol [WW] Creature, Human Rebel Knight: Knight of the Holy Nimbus [3GU] Creature, Elf Wizard: Sages of the Anima [4GG] Creature, Yeti: Shambling Strider [3WW] Planeswalker, Gideon: Gideon Jura [4] Artifact: Trading Post [2R] Enchantment: Magistrate's Veto [3U] Creature, Zombie Horror: Stitchwing Skaab [1W] Instant: Aura Extraction [2R] Instant: Trumpet Blast [G] Instant: Natural State [2G] Sorcery: Recollect [1WW] Creature, Human Soldier: Fabled Hero [1R] Instant: Punishing Fire [None] Plane, Dominaria: Isle of Vesuva [1WW] Creature, Soltari Cleric: Soltari Visionary [2G] Creature, Human Mystic: Taoist Mystic [2UB] Creature, Human Rogue: Notion Thief [None] Vanguard: Sliver Queen Avatar [4BB] Enchantment: Yawgmoth's Bargain [1R] Enchantment, Aura: Cave Sense [5WWU] Artifact Creature, Angel: Filigree Angel [RWB] Instant: Crackling Doom [2G] Creature, Human Scout: Byway Courier [1G] Enchantment, Aura: Mark of Sakiko [1W] Creature, Human Samurai: Araba Mothrider [2U] Creature, Vedalken Wizard: Sage's Row Denizen [W] Instant: Hope Charm [RGW] Enchantment: Mayael's Aria [3GWU] Creature, Human Wizard: Skyward Eye Prophets [G] Creature, Wall: Wall of Wood [None] Plane, Dominaria: Krosa [3RR] Instant: Radiate [BG] Enchantment: Necrogenesis [1G] Creature, Elf Shaman: Fauna Shaman [4R] Creature, Giant: Bonebreaker Giant [3R/P] Sorcery: Ruthless Invasion [G] Enchantment: War Dance [1] Artifact Creature, Wall: Razorgrass Screen [4WW] Creature, Gargoyle: Graven Dominator [2G] Creature, Frog: Bloated Toad [3B] Creature, Zombie Minion: Gloomdrifter [G] Creature, Elf Spellshaper: Greenseeker [2G] Enchantment, Aura: Petrified Plating [3WW] Instant: Meditation Puzzle [4UU] Sorcery: Stolen Identity [5R] Enchantment: Wild Evocation [3W/PW/P] Artifact: Norn's Annex [3G] Creature, Bird Beast: Darba [2B] Creature, Vampire Hound: Vampire Hounds [R] Sorcery: Goblin War Strike [1W/BW/B] Creature, Spirit: Bloodied Ghost [None] Land: Archaeological Dig [U] Instant: Vision Charm [GW] Creature, Cat: Grizzled Leotau [2W] Creature, Human Soldier: Ignoble Soldier [5] Artifact Creature, Scarecrow: Wicker Warcrawler [1WB] Sorcery: Vindicate [1GWW] Creature, Rhino Soldier: Sigil Captain [2R] Creature, Minotaur Warrior: Minotaur Warrior [WWWW] Creature, Elemental: Dawn Elemental [5U] Sorcery: Thassa's Bounty [1WW] Creature, Human Knight: Order of the Sacred Torch [1GG] Creature, Treefolk: Cradle Guard [2RR] Creature, Human Wizard: Thunderscape Master [2B] Creature, Frog: Morgue Toad [3W] Creature, Human Nomad: Teroh's Vanguard [4GGG] Enchantment, Aura: Mythic Proportions [2W] Instant: Skywhaler's Shot [2W] Creature, Human Wizard: Sandcrafter Mage [3B] Creature, Wraith: Odylic Wraith [2RRR] Creature, Elemental: Thunderblust [2W] Creature, Human Soldier: Master of Arms [3R] Creature, Elemental: Embodiment of Fury [2R] Creature, Human Knight: Blazing Blade Askari [R/G] Creature, Goblin Warrior: Tattermunge Maniac [2B] Sorcery: Vampiric Touch [2U] Instant: Thunderheads [G] Creature, Human Druid: Diligent Farmhand [1U] Creature, Human Wizard: Snapcaster Mage [1BG] Enchantment Creature, Spider: Nyx Weaver [3UU] Instant: Desertion [2] Artifact, Equipment: Armory of Iroas [3U] Creature, Faerie: Faerie Swarm [G] Creature, Human Monk: Jukai Messenger [1U] Creature, Bird: Neurok Familiar [2G] Creature, Spider: Oran-Rief Recluse [2G] Creature, Insect Spirit: Phantom Nantuko [XBB] Creature, Zombie: Frankenstein's Monster [2G] Creature, Elf: Timberwatch Elf [5] Artifact: Myr Matrix [3RR] Instant: Lava Storm [None] Land: Tarnished Citadel [1W] Enchantment: Font of Vigor [U] Enchantment, Aura: Coral Net [2UU] Creature, Metathran: Metathran Aerostat [2] Artifact: Shield of the Ages [R] Instant: Outnumber [2] Artifact: Scarab of the Unseen [1BB] Creature, Human Knight: Knight of Dusk [3] Artifact: Arena of the Ancients [4R] Creature, Drake: Sabertooth Wyvern [3] Artifact: Mizzium Transreliquat [1RG] Creature, Centaur Warrior: Fanatic of Xenagos [None] Land: Tainted Field [2R] Creature, Goblin Scout: Enslaved Scout [3R] Creature, Eldrazi Drone: Maw of Kozilek [1UU] Enchantment, Aura: Pemmin's Aura [2B] Creature, Human Cleric: Ebonblade Reaper [3GG] Creature, Fungus: Mycoloth [4U] Creature, Elemental: Torrent Elemental [3U] Creature, Crab Beast: Oraxid [5WU] Creature, Archon: Archon of the Triumvirate [3GG] Instant, Trap: Baloth Cage Trap [3G] Sorcery: Beast Hunt [3RR] Sorcery: Arrow Storm [2W] Enchantment, Aura: Arrest [3BBG] Creature, Beast: Drooling Groodion [1G] Enchantment, Aura: Decomposition [1RR] Creature, Goblin: Goblin King [1B] Creature, Insect: Plague Fiend [2] Artifact Creature, Scarecrow: Painter's Servant [1R] Creature, Human Warrior: Varchild's War-Riders [2R] Creature, Wall: Battle Rampart [R] Instant: Panic [1UU] Creature, Licid: Dominating Licid [XW] Instant: Festival of the Guildpact [None] Land: Undiscovered Paradise [9] Creature, Eldrazi Beast: Mockery of Nature [3W] Creature, Griffin: Assault Griffin [2R] Sorcery: Act on Impulse [G] Instant: Vigorous Charge [3] Artifact: Imi Statue [2] Artifact, Equipment: Blight Sickle [1G] Creature, Elf Shaman: Riftsweeper [1RRR] Instant: Fated Conflagration [1GG] Legendary Creature, Human Advisor: Zuo Ci, the Mocking Sage [GGGWWW] Legendary Creature, Archon: Krond the Dawn-Clad [7] Artifact Creature, Construct: Diabolic Machine [4] Artifact Creature, Bird: Anvilwrought Raptor [7] Instant: Scour from Existence [W] Creature, Human Soldier Scout: Honorable Scout [1W] Instant: Shadowbane [5] Artifact: Amulet of Unmaking [3R] Instant: Friendly Fire [None] Vanguard: Prodigal Sorcerer Avatar [5] Artifact Creature, Juggernaut: Urza's Engine [R] Creature, Human Knight: Agent of Stromgald [4G] Enchantment: Verdant Succession [B] Instant: Vampiric Tutor [4BB] Creature, Specter: Silent Specter [1W] Enchantment, Aura: Cagemail [BB] Creature, Vampire Shaman: Vampire Hexmage [None] Vanguard: Dakkon Blackblade Avatar [1U] Instant, Arcane: Veil of Secrecy [1R] Creature, Goblin Warrior: Mudbrawler Cohort [G] Sorcery: Mobilize [1RR] Sorcery: Hijack [6] Artifact Creature, Gargoyle: Lumengrid Gargoyle [1R] Sorcery: Disorder [2W] Enchantment: Planeswalker's Mirth [6] Artifact: Joven's Tools [2R] Creature, Ogre Warrior: Blood Ogre [W] Instant: Ivory Charm [3URW] Instant: Flying Crane Technique [6] Artifact Creature, Spider: Arachnoid [2RR] Creature, Ogre: Ogre Resister [5B] Creature, Zombie Cat: Undead Leotau [1GW] Creature, Human Knight: Citadel Castellan [2U] Enchantment: Insight [2W] Sorcery, Arcane: Terashi's Grasp [4B] Creature, Ogre Warrior: Slaughterhouse Bouncer [2BB] Enchantment, Aura: Vampiric Embrace [2W] Creature, Human Cleric: Devout Chaplain [1W] Creature, Elf Warrior: Safehold Sentry [3UU] Creature, Octopus: Sealock Monster [None] Vanguard: Mishra [2WB] Planeswalker, Sorin: Sorin, Solemn Visitor [1GW] Creature, Sliver: Harmonic Sliver [2R] Creature, Sliver: Belligerent Sliver [4G] Creature, Treefolk: Ironroot Treefolk [4BB] Creature, Dragon: Noxious Dragon [4U] Enchantment: Prism Array [1W] Creature, Human Warrior: Hidden Dragonslayer [R] Instant: Electrostatic Bolt [1G] Creature, Dryad: Unseen Walker [1UU] Creature, Wall: Vodalian War Machine [1] Artifact, Equipment: Neglected Heirloom [3] Artifact: Crawlspace [5W] Creature, Human Soldier Archer: Elite Archers [1U] Legendary Creature, Human Wizard: Tobita, Master of Winds [3W] Enchantment Creature, Elk: Heliod's Emissary [1B] Creature, Imp: Daggerdrome Imp [2G] Enchantment, Aura: Stamina [W] Creature, Centaur Scout: Lagonna-Band Trailblazer [R] Creature, Minotaur Wizard: Raka Disciple [2WW] Creature, Human Cleric: War Oracle [4B] Creature, Bat Skeleton: Marrow Bats [3WWW] Creature, Angel: Admonition Angel [3U] Instant, Arcane: Part the Veil [B] Sorcery: Inquisition of Kozilek [3G] Creature, Insect: Giant Mantis [1G] Instant: Druid's Deliverance [3B] Sorcery: Endemic Plague [None] Land: Bloodfell Caves [W] Creature, Human Soldier: Honor Guard [4G] Creature, Treefolk: Yavimaya Scion [None] Vanguard: Master of the Wild Hunt Avatar [1R] Sorcery: Primitive Justice [1U] Enchantment, Aura: Convincing Mirage [1R] Sorcery: Incendiary Flow [None] Land: Opulent Palace [3WWBB] Creature, Angel: Angel of Despair [3R] Creature, Elemental: Molten Sentry [3RR] Sorcery: Turn to Slag [1UU] Creature, Merfolk Rogue: True-Name Nemesis [W] Enchantment: Testament of Faith [2B] Enchantment: Gloom [4W] Creature, Angel: Angel of Flight Alabaster [1U] Creature, Illusion: Vertigo Spawn [1WU] Creature, Human Cleric Archer: Samite Archer [2R] Creature, Dwarf: Dwarven Vigilantes [1W] Creature, Human Soldier: Alaborn Musketeer [2B] Creature, Human Cleric Mercenary: Doomed Necromancer [2G] Summon, Gus: Gus [5R] Creature, Cyclops Giant: Bloodshot Cyclops [G] Enchantment: Elven Fortress [1R] Creature, Goblin Warrior: Bloodmark Mentor [4U] Artifact Creature, Drake: Cloudheath Drake [2GG] Sorcery: Whirlwind [4BR] Creature, Zombie Beast: Deathbringer Thoctar [3R] Sorcery: Forked Lightning [3] Artifact: Mimic Vat [XBB] Instant: Wake the Dead [None] Legendary Land: Inventors' Fair [GG] Enchantment: Blizzard [3B] Creature, Specter: Dread Specter [3] Artifact Creature, Scarecrow: Lurebound Scarecrow [1BB] Creature, Human Rebel Assassin: Big Game Hunter [3R] Creature, Imp: Blistering Dieflyn [2R] Enchantment: Task Mage Assembly [1W] Enchantment: Convalescence [1B] Enchantment, Aura: Claim of Erebos [6B] Creature, Zombie: Nim Grotesque [1G] Instant: Titanic Growth [2B] Creature, Human Cleric: Cabal Archon [3G] Creature, Human Warrior Ally: Graypelt Hunter [None] Land: Riftstone Portal [7] Creature, Eldrazi: Bane of Bala Ged [None] Land: Temple of Plenty [4R] Instant, Arcane: Through the Breach [WWBB] Legendary Creature, Spirit: Ghost Council of Orzhova [2B] Creature, Zombie Mutant: Smokespew Invoker [1G] Creature, Wurm: Harvest Wurm [2W] Creature, Human Cleric: Militant Inquisitor [None] Scheme: I Delight in Your Convulsions [2B] Creature, Human Shaman: Minister of Pain [4B] Creature, Angel: Crypt Angel [2R] Enchantment: Heat Stroke [3B] Sorcery: Fill with Fright [3RR] Creature, Ogre: Krark-Clan Ogre [2R] Creature, Goblin: Goblin Sharpshooter [1R] Enchantment, Aura: Lightning Reflexes [2GG] Creature, Efreet: Ifh-Biff Efreet [R] Creature, Goblin Warrior: Goblin Glory Chaser [2W] Creature, Hound: Snow Hound [2WW] Snow Enchantment, Aura: Glacial Plating [1B] Enchantment, Aura: Greel's Caress [None] Plane, Valla: Immersturm [1R] Creature, Dwarf: Dwarven Blastminer [4U] Creature, Surrakar: Surrakar Banisher [3BB] Creature, Demon Spirit: Painwracker Oni [2W] Creature, Human Cleric: Shieldmage Advocate [2B] Instant: Wail of the Nim [4U] Instant: Vanishment [1RR] Sorcery: Bolt of Keranos [R] Enchantment, Aura: Tahngarth's Rage [R] Creature, Human Warrior: Somberwald Vigilante [3BBG] Creature, Elemental Horror: Woodwraith Corrupter [1BB] Sorcery: Persecute Artist [UUR] Instant: Counterflux [2G] Enchantment: Spidersilk Armor [1UU] Creature, Snake: Ribbon Snake [3U] Creature, Human Cleric: Aerie Worshippers [6G] Creature, Sliver: Groundshaker Sliver [1U] Sorcery: Quiet Speculation [3R] Creature, Ogre Warrior: Ogre Recluse [4W] Creature, Kor Knight Ally: Munda's Vanguard [2G] Sorcery: Nature's Cloak [G] Enchantment: Obscuring Aether [3] Artifact: Phyrexian Portal [G] Enchantment, Aura: Cocoon [5R] Creature, Giant Warrior: Inescapable Brute [4BR] Enchantment: Havoc Festival [2B] Enchantment, Aura: Scavenged Weaponry [2WW] Creature, Human Soldier: Steelshaper Apprentice [3R] Creature, Goblin Artificer Ally: Tuktuk Scrapper [7] Legendary Artifact, Equipment: Elbrus, the Binding Blade [4R] Enchantment: Pyroconvergence [1WW] Creature, Slith: Slith Ascendant [4W] Creature, Wall: Dazzling Ramparts [2B] Creature, Nightstalker Cat: Urborg Panther [1G] Sorcery: Gather the Pack [2BB] Sorcery: Ill-Gotten Gains [None] Creature, Werewolf: Howlpack of Estwald [2B] Creature, Zombie: Necromancer's Assistant [B] Enchantment: Quest for the Nihil Stone [1UBR] Legendary Creature, Vampire Wizard: Jeleva, Nephalia's Scourge [3R] Creature, Devil: Hulking Devil [3U] Enchantment: Aether Storm [1] Artifact: Moratorium Stone [2G] Sorcery: Riding the Dilu Horse [6] Artifact: Obelisk of Alara [3W] Creature, Human Wizard: Jasmine Seer [1UU] Creature, Vedalken Wizard: Jace's Archivist [2GUU] Instant: Mystic Genesis [2B] Sorcery: Virtue's Ruin [None] Land: Crypt of Agadeem [1W] Instant: Redeem the Lost [RGW] Legendary Creature, Elemental Beast: Marath, Will of the Wild [2U] Instant: Long-Term Plans [3B] Creature, Eldrazi: Sifter of Skulls [3B] Creature, Ogre Rogue: Mausoleum Turnkey [3WUBRG] Sorcery: Coalition Victory [4R] Creature, Giant: Two-Headed Giant of Foriys [2U] Creature, Bird: Raven Familiar [3BB] Enchantment: Black Market [1UB] Instant: Perplex [2B] Creature, Vampire Assassin: Dark Impostor [WUU] Instant: Absorb [2UU] Instant: Dismiss [3RR] Sorcery: Jagged Lightning [G] Enchantment, Aura: Primal Frenzy [2GG] Creature, Fungus: Sporesower Thallid [3B] Creature, Thrull: Ostiary Thrull [1BBB] Creature, Giant: Erebos's Titan [BBB] Enchantment: Underworld Dreams [4GGG] Creature, Beast: Krosan Groundshaker [2W] Enchantment: Staying Power [2U] Creature, Fish: Devouring Deep [2GG] Sorcery: Triumph of the Hordes [None] Creature, Kraken: Kraken [6W] Sorcery: Devout Invocation [3R] Enchantment: War's Toll [3UUU] Instant: Spelljack [2RWB] Creature, Goblin Berserker: Ankle Shanker [U] Enchantment: Quest for Ancient Secrets [4WW] Creature, Human Cleric: Urbis Protector [3R] Creature, Nightmare Beast: Petravark [2GU] Creature, Chimera: Horizon Chimera [2RR] Instant: Deal Damage [3BR] Legendary Creature, Dragon: Kolaghan, the Storm's Fury [3R] Creature, Elemental: Coal Stoker [1R] Enchantment: Oath of Mages [None] : Sheep token card [1G] Creature, Elf Scout: Borderland Explorer [U] Creature, Human Wizard: Martyr of Frost [2BB] Enchantment: Midnight Oil [2] Artifact: Baku Altar [G] Creature, Wolverine: Deepwood Wolverine [3] Artifact, Equipment: Umbral Mantle [3] Artifact: Storage Matrix [BB] Creature, Horror: Hunted Horror [4U] Creature, Crab: Hightide Hermit [5U] Creature, Elemental: Glacial Stalker [None] Land: Wandering Fumarole [2GWU] Enchantment: Finest Hour [2] Artifact: Demon's Horn [2W] Instant: AWOL [2R] Instant: Welding Sparks [None] Creature, Eldrazi Werewolf: Conduit of Emrakul [2U] Creature, Human Wizard: Apprentice Sorcerer [4B] Creature, Zombie Giant: Nightfire Giant [B] Creature, Rat: Sewer Rats [WW] Enchantment, Aura: Serra Bestiary [3U] Creature, Human Knight: Outrider of Jhess [5UU] Sorcery: Temporal Cascade [3BG] Creature, Eldrazi Drone: Brood Butcher [3G] Creature, Beast: Spiked Baloth [XB] Instant: Killing Glare [1B] Enchantment, Aura: Visions of Brutality [None] Land: Wirewood Lodge [3RR] Creature, Dragon: Stormbreath Dragon [1W] Creature, Soltari Soldier: Soltari Emissary [W] Instant: Condemn [2U] Creature, Human Wizard: Reckless Scholar [3R] Creature, Goblin: Goblin Ringleader [1] Artifact, Equipment: Basilisk Collar [5] Artifact Creature, Construct: Anodet Lurker [4] Artifact: Spatula of the Ages [1U] Creature, Vedalken Rogue: Aether Theorist [BBB] Enchantment: Bridge from Below [W] Creature, Human Soldier: Doomed Traveler [2U] Creature, Faerie Rogue: Dream Thief [3] Artifact: Ebony Horse [1R] Creature, Wolf: Ember-Eye Wolf [0] Artifact: Mox Sapphire [1] Artifact: Obelisk of Undoing [3RW] Instant: Reflect Damage [2GG] Sorcery: Sunbringer's Touch [3W] Creature, Human Cleric: Avacynian Missionaries [2B/RB/R] Enchantment: Spiteful Visions [2R] Sorcery: Threaten [3G] Creature, Fungus: Fungal Behemoth [4WW] Creature, Angel: Pristine Angel [4BB] Creature, Demon: Soulflayer [None] Land: Ruins of Trokair [2R] Creature, Human Knight: Fervent Cathar [1UU] Creature, Human Wizard: Temporal Adept [3B] Enchantment: Daxos's Torment [1U] Legendary Creature, Human Wizard: Jace, Vryn's Prodigy [R] Instant: Spark Jolt [U] Sorcery: Psychic Purge [3R] Creature, Efreet: Shah of Naar Isle [3] Artifact: Azorius Keyrune [3RG] Legendary Creature, Human Werewolf: Ulrich of the Krallenhorde [1WW] Sorcery: Council's Judgment [1BB] Creature, Skeleton: Lim-Dul's High Guard [3U] Creature, Drake: Snapping Drake [None] Vanguard: Rith, the Awakener Avatar [1W] Instant: Angelsong [2U] Creature, Human Knight: Knight of the Mists [4] Artifact Creature, Construct: Summoner's Egg [2G] Instant: Lace with Moonglove [2G] Creature, Human: Stoic Builder [R] Creature, Elemental: Rift Elemental [4] Artifact: Bullwhip [G] Creature, Frog: Spore Frog [1G] Creature, Insect: Drudge Beetle [4UUU] Enchantment: Thought Reflection [2UU] Enchantment: Psychic Vortex [2/G2/G2/G] Sorcery: Tower Above [4RRR] Sorcery: Thieves' Auction [None] Land: Rix Maadi, Dungeon Palace [5WW] Creature, Spirit: Ghosts of the Innocent [4U] Creature, Beast: Sea Snidd [3B] Creature, Zombie Soldier: Sightless Ghoul [5W] Creature, Giant Warrior: Lairwatch Giant [1R] Creature, Goblin: Goblin Recruiter [WU] Instant: Energy Arc [XUU] Sorcery: Skyscribing [1UR] Instant: Schismotivate [4WW] Creature, Angel: Angelic Skirmisher [2GU] Creature, Human Wizard: Fathom Mage [3BBB] Sorcery: Zombie Apocalypse [B] Creature, Human Cleric: Blood Celebrant [2GUB] Legendary Creature, Ooze: The Mimeoplasm [B] Enchantment, Aura: Gruesome Deformity [1W] Instant: Rhystic Shield [1B] Creature, Bat: Basilica Screecher [3BG] Creature, Plant Zombie: Vulturous Zombie [3G] Creature, Aurochs: Aurochs [3R] Creature, Ogre: Ogre Menial [3R] Sorcery: Crumble to Dust [1RR] Creature, Wolverine: Grizzled Wolverine [2U] Enchantment, Aura: Imprisoned in the Moon [2] Artifact: Angel's Feather [U] Enchantment, Aura: Shimmering Wings [B] Enchantment, Aura: Death Watch [2G] Creature, Crocodile: Stonefare Crocodile [2] Artifact: Trigon of Mending [G] Creature, Wolf: Young Wolf [2U] Creature, Human Wizard: Moniker Mage [BR] Enchantment: Rain of Gore [1B] Enchantment, Aura: Dying Wish [XR] Instant: Outmaneuver [3W] Creature, Angel: Voice of Grace [3B] Creature, Elemental: Stenchskipper [3] Artifact: Wheel of Torture [5WWW] Creature, Angel: Silver Seraph [3WW] Legendary Creature, Human Soldier: Gerrard Capashen [2UU] Enchantment: Parallax Tide [2W] Creature, Shapeshifter: Mirror Entity [R/W] Creature, Kithkin: Figure of Destiny [2W] Creature, Eldrazi: Eldrazi Displacer [1U] Instant: Hoodwink [3R] Creature, Drake: Desert Drake [3] Artifact: Extraplanar Lens [1W] Enchantment, Aura: Felidar Umbra [2R] Creature, Human Warrior: Enraged Revolutionary [1G] Creature, Elf Druid Ally: Sylvan Advocate [1G] Creature, Wurm: Voracious Wurm [3U] Creature, Merfolk: Saprazzan Outrigger [1U] Creature, Illusion: Phantasmal Image [1R] Sorcery: Flame Jet [1GG] Instant: Stampede [B] Instant: Stabbing Pain [2R] Instant: Chaos [4U] Creature, Leviathan: Segovian Leviathan [1UB] Enchantment: Unfulfilled Desires [4] Artifact Creature, Golem: Clay Statue [1B] Creature, Insect: Swamp Mosquito [UU] Instant: Boomerang [3RR] Enchantment: Blockbuster [4RR] Sorcery: Mob Rule [3BG] Enchantment: Cadaverous Bloom [3W] Creature, Human Soldier: Heavy Ballista [2RG] Creature, Rhino Warrior: Rhox Brute [3] Artifact: Phyrexian Lens [7UU] Artifact Creature, Leviathan: Inkwell Leviathan [1B] Creature, Human Spellshaper: Cackling Witch [U] Creature, Human Advisor: Trusted Advisor [2B] Creature, Zombie: Deepwood Ghoul [3] Artifact: Colfenor's Urn [3U] Creature, Eldrazi Drone: Thought Harvester [1B] Creature, Rat Samurai: Kuro's Taken [3W] Instant: War Report [G] Creature, Elf Druid: Heritage Druid [5B] Sorcery: Corrupt [4R] Creature, Hound: Wildfire Cerberus [2GG] Creature, Yeti: Sylvan Yeti [None] Vanguard: Ashnod [WU] Artifact Creature, Human Knight: Ethercaste Knight [2R] Instant: Unforge [None] Legendary Land: Oboro, Palace in the Clouds [4B] Creature, Zombie Assassin: Zombie Assassin [3RRRR] Sorcery: Flame Wave [6] Legendary Artifact, Equipment: Tatsumasa, the Dragon's Fang [3U] Creature, Eldrazi Processor: Cryptic Cruiser [2GG] Creature, Bear: Razorclaw Bear [2] Artifact, Vehicle: Smuggler's Copter [3G] Sorcery: Peregrination [1] Artifact: Triangle of War [2U] Instant: Oppressive Will [R] Creature, Dwarf Wizard: Spark Mage [2W] Enchantment: Promise of Bunrei [2B] Sorcery: Stupor [2B] Creature, Dauthi Hound: Dauthi Jackal [2R] Sorcery: Bathe in Dragonfire [2BB] Legendary Creature, Vampire Cat: Mirri the Cursed [1GW] Instant: Reap What Is Sown [1RR] Sorcery: Scrapyard Salvo [6] Artifact: Keening Stone [3] Artifact: Ojutai Monument [1W] Creature, Antelope: Trained Pronghorn [WW] Creature, Human Soldier: Elite Inquisitor [2UU] Enchantment, Aura: Zephid's Embrace [3R] Creature, Elemental: Soulsurge Elemental [5U] Creature, Sphinx: Horizon Scholar [4] Artifact Creature, Construct: Silent Arbiter [2B] Creature, Human Wizard: Aphetto Exterminator [1G] Creature, Troll: Pygmy Troll [U] Enchantment: Seal of Removal [1W] Creature, Human Monk: Master of Pearls [U] Sorcery: Sorcerous Sight [2W] Creature, Human Soldier: Recruiter of the Guard [B] Instant: Extirpate [2WW] Sorcery: Wrath of God [3] Artifact, Equipment: Chariot of Victory [2R] Instant: Disharmony [1RR] Instant: Shunt [3R] Creature, Spirit: Lavaborn Muse [2W] Creature, Kithkin Wizard: Kithkin Harbinger [2WW] Creature, Giant Scout: Hillcomber Giant [4WW] Tribal Sorcery, Giant: Feudkiller's Verdict [2B] Enchantment, Aura: Sleeper's Guile [None] Vanguard: Titania [3RR] Sorcery: Cone of Flame [5] Artifact Creature, Golem: Thran Golem [3] Artifact Creature, Gargoyle: Gargoyle Sentinel [R] Instant: Firestorm [3G] Creature, Human Druid: Paragon of Eternal Wilds [2B] Enchantment, Aura: Mark of the Oni [2U] Instant: Whisk Away [B/RB/R] Creature, Human Berserker: Rakdos Shred-Freak [R] Instant: Titan's Strength [3R] Enchantment, Aura: Spiteful Motives [1G] Creature, Elf Warrior: Wren's Run Vanquisher [3] Artifact: Sol Grail [1R] Instant: Break Open [2G] Creature, Basilisk: Daggerback Basilisk [2U] Creature, Merfolk Wizard: Vodalian Mage [RG] Instant: Gruul Charm [BBB] Sorcery: Pox [4GG] Creature, Elemental: Root Elemental [3UUU] Enchantment, Aura: Volition Reins [None] Plane, Dominaria: Shiv [1U] Creature, Human Wizard: Escape Artist [2R] Sorcery: Radiant Flames [B] Instant: Darkblast [2B] Creature, Spirit: Moaning Spirit [6R] Enchantment: Vicious Shadows [1GU] Creature, Human Insect Wizard: Beetleform Mage [3WW] Creature, Spirit: Belfry Spirit [None] Land, Plains Island: Prairie Stream [3R] Creature, Human Advisor: Corrupt Eunuchs [2U] Enchantment, Aura: Reality Acid [1B] Creature, Thrull: Thrull Surgeon [3UU] Enchantment Creature, Nymph: Whitewater Naiads [2G] Creature, Beast: Aura Gnarlid [5RR] Sorcery: Fire Tempest [1W] Enchantment: Hallowed Ground [4R] Sorcery: Ignite Memories [5G] Creature, Elf Warrior Ally: Tajuru Beastmaster [2RR] Creature, Angel: Goldnight Castigator [2R] Enchantment, Aura: Hostile Realm [1W] Creature, Human Soldier: Topan Freeblade [4U] Instant: Psychic Spiral [3UU] Instant: Evacuation [R] Creature, Goblin Berserker: Kill-Suit Cultist [B] Creature, Human Warrior: Tormented Hero [3U] Artifact Creature, Vedalken Wizard: Filigree Sages [2W] Creature, Human Rebel: Nightwind Glider [5BGW] Legendary Creature, Centaur Spirit: Karador, Ghost Chieftain [2R] Creature, Orc: Brassclaw Orcs [2B] Creature, Zombie: Sibsig Icebreakers [1W] Creature, Human Cleric: Temple Acolyte [2UU] Creature, Dragon Illusion: Phantasmal Dragon [3U] Creature, Illusion: Aura Thief [1UR] Sorcery: Catch [5G] Creature, Centaur Warrior: Pheres-Band Raiders [2WW] Planeswalker, Elspeth: Elspeth, Knight-Errant [2UU] Creature, Elemental: Wave Elemental [None] Enchantment, Aura Curse: Infectious Curse [None] Land: Pillar of the Paruns [3] Artifact Creature, Construct: Hopping Automaton [UB] Sorcery: Breaking [2R] Creature, Human Warrior: Renegade Firebrand [XGU] Creature, Elf Warrior Ally: Skyrider Elf [2GWU] Creature, Bird Soldier: Waveskimmer Aven [None] Land: Haven of the Spirit Dragon [2] Artifact: Bubbling Cauldron [4UBBR] Creature, Demon: Prince of Thralls [3R] Enchantment: Flameshadow Conjuring [None] Land: Foundry of the Consuls [3GW] Creature, Human Knight: Juniper Order Ranger [1W] Instant: Liberate [4] Artifact Creature, Golem: Soldevi Golem [1B] Creature, Spirit: Cruel Deceiver [B] Sorcery: Lab Rats [2W] Creature, Human Cleric: Heliod's Pilgrim [B] Sorcery: Bump in the Night [1GG] Creature, Lizard: Leaping Lizard [5] Artifact, Vehicle: Aradara Express [1RR] Creature, Lizard: Vug Lizard [None] Land: Blighted Fen [UU] Instant: Time and Tide [2GG] Legendary Creature, Elf Warrior: Dwynen, Gilt-Leaf Daen [B] Creature, Vampire Rogue: Guul Draz Vampire [3UU] Creature, Beast: River Kelpie [1R] Creature, Vampire Berserker: Ravenous Bloodseeker [16] Artifact Creature, Dragon: Draco [2UU] Enchantment, Aura: Domestication [U] Creature, Merfolk Warrior: Tidal Warrior [W] Creature, Ox: Yoked Ox [2RR] Creature, Human Barbarian: Balduvian Horde [2RR] Creature, Human Rogue: Aladdin [4B] Sorcery: Harrowing Journey [1G] Instant: Sheltering Word [2] Artifact: Jandor's Saddlebags [3B] Creature, Zombie: Forlorn Pseudamma [3RR] Sorcery: Rollick of Abandon [None] Land: Tainted Peak [XG/P] Sorcery: Corrosive Gale [2B] Creature, Zombie: Warpath Ghoul [5GG] Creature, Beast: Siege Behemoth [5] Artifact: Thought Prison [5GG] Creature, Beast: Arashin War Beast [1G] Sorcery: Larger Than Life [1RRW] Creature, Elemental Soldier: Spark Trooper [UB] Creature, Aetherborn Rogue: Contraband Kingpin [U] Creature, Merfolk Wizard: Enclave Cryptologist [XG] Instant: Serene Sunset [1] Artifact, Equipment: Sylvok Lifestaff [2] Artifact: Ebony Owl Netsuke [2U] Instant, Arcane: Lifted by Clouds [3W] Creature, Human Artificer: Propeller Pioneer [3] Artifact: Quicksilver Fountain [4] Artifact, Equipment: Bonehoard [2BB] Creature, Zombie Assassin: Tsabo's Assassin [R] Creature, Goblin Artificer: Goblin Artisans [6] Artifact: Gate to the Aether [1GG] Legendary Creature, Elf Warrior: Ezuri, Renegade Leader [3G] Creature, Plant Wall: Wall of Pine Needles [1UU] Enchantment: Cloudform [2B] Enchantment: Tainted Remedy [2G] Sorcery: Gaea's Bounty [3RR] Enchantment: Bulwark [1RR] Creature, Goblin Shaman: Akki Coalflinger [5G] Enchant Creature: Cardboard Carapace [5] Artifact Creature, Soldier: Adarkar Sentinel [2U] Instant: Ghostly Flicker [2R] Enchantment, Aura: Bloodfire Infusion [None] Land: Saprazzan Cove [W] Enchantment, Aura: Spirit Link [GG] Creature, Human Archer: Bassara Tower Archer [3R] Creature, Dwarf: Mine Layer [5GG] Creature, Elemental: Thorn Elemental [G] Creature, Human Spellshaper: Stampede Driver [2GG] Creature, Snake Warrior Archer: Matsu-Tribe Birdstalker [1B] Creature, Human Soldier: Bloodcrazed Hoplite [W] Instant: Healing Salve [3] Artifact: Elkin Bottle [1W] Creature, Human Soldier: Throne Warden [2R] Instant, Arcane: Strange Inversion [2B] Creature, Vampire Shaman: Bloodhusk Ritualist [1RG] Artifact, Equipment: Mage Slayer [5] Artifact Creature, Golem: Stone Golem [2UU] Instant: Illusionist's Gambit [2B] Creature, Rat: Infected Vermin [2R] Enchantment: Furious Assault [1U] Instant: Into the Roil [RG] Legendary Creature, Elf Warrior: Radha, Heir to Keld [B/G] Creature, Troll: Odious Trow [5GG] Creature, Treefolk Shaman: Guardian of Cloverdell [1WB] Instant: Mortify [3UB] Artifact Creature, Horror: Etherium Abomination [5U] Instant, Arcane: Reweave [U] Instant: Chain of Vapor [2R] Instant: Zap [1U] Enchantment, Aura: Aether Meltdown [1UU] Creature, Sphinx: Vexing Sphinx [3UB] Creature, Dragon: Necromaster Dragon [G] Creature, Insect: Wirewood Symbiote [1UU] Creature, Cephalid: Callous Oppressor [3RR] Creature, Giant: Stoneshock Giant [4BRG] Creature, Wurm: Charnelhoard Wurm [4R] Enchantment: Knowledge and Power [5WW] Creature, Giant: Quarry Colossus [3R] Creature, Goblin Warrior: Hatchet Bully [1RWB] Legendary Creature, Human Assassin: Queen Marchesa [4UU] Creature, Crab: King Crab [None] Land: Treetop Village [2W] Creature, Human Monk: Monastery Mentor [2W] Creature, Human Soldier: Standing Troops [G] Instant: Primal Bellow [2R] Creature, Human Soldier: Akroan Sergeant [1] Artifact Creature, Soldier: Soldevi Sentry [1R/GR/GR/G] Creature, Goblin Knight: Boartusk Liege [2U] Instant: Bewilder [G] Instant: Mirran Mettle [2GG] Creature, Lizard: Bloodspore Thrinax [W] Instant: Moment of Silence [2W] Creature, Gargoyle: Stonecloaker [W] Instant: Iron Will [5B] Instant: Betrayal of Flesh [3RR] Sorcery: Cave-In [2U] Creature, Merfolk Scout: Merfolk Wayfinder [None] Land: Pinecrest Ridge [None] Plane, Serras Realm: Sanctum of Serra [1U] Instant: Gainsay [1RR] Sorcery: Besmirch [GG] Enchantment: Fungal Bloom [3B] Sorcery, Arcane: Sink into Takenuma [2U] Instant: Steady Progress [None] Creature, Werewolf: Rampaging Werewolf [None] Vanguard: Gerrard [4] Artifact, Equipment: Avarice Amulet [3] Artifact: Oblivion Stone [2G] Creature, Human Druid: Ley Druid [2G] Creature, Human Nomad: Pradesh Gypsies [3G] Creature, Elf Shaman: Oracle of Mul Daya [4] Artifact: Rod of Ruin [R] Creature, Human Soldier: Akroan Crusader [1W] Creature, Human Soldier: Pikemen [None] Plane, Kyneth: The Zephyr Maze [4U] Sorcery: Psychic Transfer [3U] Enchantment: Rising Waters [1W] Enchantment: Ajani's Mantra [1BR] Planeswalker, Daretti: Daretti, Ingenious Iconoclast [2WW] Enchantment: Opal Titan [U] Instant: Aura Finesse [3G] Creature, Treefolk: Mirrorwood Treefolk [None] Land: Sunpetal Grove [B] Enchantment, Aura: Crippling Blight [WUBRG] Enchantment: Maelstrom Nexus [GG] Creature, Human Wizard: Keeper of the Beasts [3] Artifact: Blasting Station [4] Artifact Creature, Scarecrow: Geist-Fueled Scarecrow [W] Enchantment, Aura: Samite Blessing [1R] Creature, Goblin Scout: Utvara Scalper [4B] Creature, Elemental: Geyserfield Stalker [W] Enchantment, Aura: Gryff's Boon [2RG] Sorcery: Exploding Borders [2W] Enchantment, Aura: Shackles [1W] Sorcery: Starlight [5R] Creature, Ogre Warrior: Defiant Ogre [1W] Creature, Human Cleric: Samite Pilgrim [1R] Sorcery: Stronghold Gambit [1BB] Creature, Vampire: Captivating Vampire [5B] Creature, Insect: Zanikev Locust [GUR] Instant: Trap Essence [2U] Creature, Faerie Soldier: Scion of Oona [4WW] Enchantment: Barren Glory [WB] Creature, Human Wizard: Vizkopa Guildmage [4WW] Sorcery: Open the Vaults [3] Artifact: Titan Forge [1G] Enchantment, Aura: Fortitude [5] Artifact: Clearwater Goblet [3BBB] Legendary Creature, Zombie Cleric: Mikaeus, the Unhallowed [3G] Creature, Elf Shaman: Nullmage Shepherd [B] Instant: Misery Charm [None] Legendary Creature, Demon: Ormendahl, Profane Prince [2BB] Enchantment, Aura: Mind Whip [1] Artifact: Locket of Yesterdays [G] Instant: Run Wild [2B] Sorcery: Brush with Death [4W] Creature, Bird: Steeple Roc [3W] Enchantment, Aura: Indestructibility [6BBB] Summon, Demon Beast: Infernal Spawn of Evil [3] Artifact: Static Orb [3R] Creature, Giant Warrior: Hotheaded Giant [2U] Sorcery: Mass Appeal [3G] Instant, Trap: Slingbow Trap [2U] Enchantment, Aura: Paradox Haze [BGW] Legendary Creature, Treefolk Shaman: Doran, the Siege Tower [2RR] Enchantment Creature, Nymph: Forgeborn Oreads [W] Instant: Mana Tithe [2W] Sorcery: Angelic Blessing [R] Legendary Creature, Human Warrior: Norin the Wary [1W] Instant: Spare from Evil [2B] Creature, Licid: Corrupting Licid [4] Artifact: Gnarled Effigy [2UU] Sorcery: Legerdemain [2G] Enchantment: Choke [2U] Creature, Frog: Whiptongue Frog [2B] Enchantment, Aura: Krovikan Fetish [R] Instant: Galvanic Bombardment [2] Artifact: Grim Monolith [W] Enchantment: Alms [5GG] Creature, Wurm: Rootbreaker Wurm [3U] Enchantment, Aura: Psychic Overload [3W] Instant: Seed Spark [2U] Creature, Snake: Ophidian [2R] Creature, Goblin Shaman: Guttersnipe [1] Artifact Creature, Sliver: Metallic Sliver [1G] Creature, Elf Druid: Llanowar Druid [U] Instant: Spy Network [5B] Creature, Elemental: Maze Abomination [None] Creature, Minion: Minion [4] Artifact: Flying Carpet [BBB] Enchantment: Gravestorm [BB] Creature, Vampire Horror: Stromkirk Condemned [1U] Creature, Merfolk Wizard: Silvergill Adept [2GGG] Sorcery: Phosphorescent Feast [1UU] Creature, Shapeshifter: Dralnu's Pet [3BBB] Creature, Demon: Demonic Hordes [1UR] Instant: Dragonshift [5GG] Creature, Avatar: Sylvan Primordial [1G] Creature, Elf Druid: Greenside Watcher [3] Artifact, Equipment: Loxodon Warhammer [U] Creature, Faerie: Cloud Sprite [4UU] Sorcery: Upheaval [4] Artifact Creature, Golem: Lodestone Golem [1U] Creature, Shapeshifter: Shapesharer [3B] Creature, Zombie: Brain Gorgers [2G] Instant: Hindervines [2GG] Creature, Spider: Penumbra Spider [3B] Creature, Orc Warrior: Alesha's Vanguard [2R] Sorcery: Eunuchs' Intrigues [2R] Creature, Cat: Sabretooth Tiger [3] Artifact: Mana Web [4GG] Creature, Beast: Carnassid [G] Creature, Elf: Taunting Elf [1W] Sorcery: Gather the Townsfolk [2U] Creature, Merfolk: Saprazzan Raider [G] Instant: Might of the Masses [G] Sorcery: Serene Remembrance [1BB] Enchantment, Aura: Tourach's Gate [1U] Instant: Far [2R] Creature, Human Warrior: Akroan Line Breaker [2RR] Enchantment: Bedlam [2W] Instant: Rally the Peasants [1W/UW/U] Creature, Kithkin Wizard: Augury Adept [1G] Creature, Spider: Grappler Spider [G] Creature, Elf Archer: Skyshroud Archer [1WW] Creature, Human Knight: Fiendslayer Paladin [4U] Creature, Drone: Wanderguard Sentry [None] Land, Locus: Glimmerpost [2W] Creature, Cat Cleric: Tethmos High Priest [4RR] Creature, Human Wizard: Magus of the Arena [2RR] Enchantment: Leyline of Lightning [1B] Creature, Skeleton: Manor Skeleton [1BG] Creature, Treefolk: Ebony Treefolk [4] Artifact: Pentagram of the Ages [2BBR] Legendary Creature, Human Archer: Tor Wauki [3WW] Creature, Angel: Archangel of Thune [2GG] Instant: Press the Advantage [2G] Creature, Snake Warrior: Matsu-Tribe Decoy [B] Enchantment, Aura: Sicken [2B] Enchantment, Aura: Stab Wound [3BB] Creature, Human Minion: Sadistic Hypnotist [2R] Sorcery: Stone Rain [2R] Sorcery: Awe for the Guilds [W] Enchantment: Opal Caryatid [3U] Creature, Human Wizard: Paragon of Gathering Mists [1U] Sorcery: Inaction Injunction [1R] Enchantment, Aura: Sluggishness [None] Land: Jwar Isle Refuge [U] Enchantment: Training Grounds [4W] Enchantment: Starfield of Nyx [1W] Sorcery: Not Forgotten [1RGG] Creature, Beast: Spellbreaker Behemoth [2BR] Sorcery: Rare-B-Gone [2] Artifact Creature, Construct: Haunted Guardian [2U] Sorcery: Time Ebb [2G] Sorcery: Scout the Borders [None] Creature, Eldrazi Homunculus: Voracious Reader [2WB] Creature, Human Artificer: Restoration Gearsmith [1B] Creature, Vampire: Blood Artist [1W] Creature, Wall: Wall of Omens [RR] Sorcery: Wild Guess [2U] Instant: Hysterical Blindness [6] Artifact Creature, Golem: Obsianus Golem [None] Vanguard: Squee [3BB] Creature, Specter Spirit: Entropic Specter [1BR] Creature, Zombie: Pyre Zombie [3U] Instant: Surging Aether [2W] Enchantment: Look at Me, I'm R&D [2W] Enchantment, Aura: Cooperation [1GW] Creature, Human Soldier Archer: Ranger en-Vec [1GU] Creature, Snake: Lorescale Coatl [2BB] Creature, Vampire Wizard: Elusive Tormentor [2WB] Instant: Utter End [1R] Creature, Goblin Warrior: Goblin Skycutter [2] Artifact Creature, Myr: Plague Myr [4] Artifact: Darksteel Reactor [None] Land: Forgotten Cave [3GG] Creature, Hydra: Heroes' Bane [3GW] Planeswalker, Ajani: Ajani, Mentor of Heroes [2UU] Creature, Drone: Hoverguard Observer [2G] Creature, Fungus: Psychotrope Thallid [2U] Instant: Catalog [5UUU] Creature, Serpent: Benthic Behemoth [2B] Creature, Eldrazi Drone: Dominator Drone [RW] Instant: Lightning Helix [1U] Creature, Turtle: Giant Tortoise [U] Instant: Stifle [1BG] Enchantment: Grim Feast [3BB] Sorcery: Final Punishment [W] Instant: Searing Light [2U] Creature, Crab: Skittering Crustacean [None] Land: Encroaching Wastes [6] Artifact Creature, Golem: Darksteel Sentinel [None] Plane, Rabiah: Sea of Sand [3U] Sorcery: Acid Rain [3BB] Instant: Unholy Hunger [4GG] Creature, Elemental: Bane of Progress [2] Snow Artifact: Coldsteel Heart [1R] Instant: Blood Frenzy [4] Artifact Creature, Juggernaut: Energizer [BR] Creature, Sliver: Acidic Sliver [1W] Sorcery: Declaration in Stone [7] Artifact Creature, Dragon: Clockwork Dragon [3R] Sorcery: Ruination [None] Conspiracy: Power Play [1W] Creature, Human Rebel: Fresh Volunteers [3UU] Creature, Kraken: Stormsurge Kraken [4U] Creature, Crab: Armored Cancrix [2RR] Instant: Tears of Rage [2B] Creature, Human Wizard: Sadistic Augermage [3G] Creature, Plant Hound: Thrashing Mossdog [5U] Sorcery: Sea God's Revenge [0] Artifact: Mox Ruby [2G] Creature, Treefolk: Treefolk Seedlings [1G] Sorcery: Monstrous Growth [U] Instant: Mask of the Mimic [B] Creature, Zombie Goblin: Festering Goblin [1] Artifact: Glasses of Urza [2U] Instant: Magnetic Flux [None] Conspiracy: Secrets of Paradise [2G] Creature, Cat: Penumbra Bobcat [2U] Creature, Drake: Tolarian Drake [XUUU] Instant: Blue Sun's Zenith [1RGG] Creature, Elemental: Rumbling Slum [5U] Creature, Elemental: Floodchaser [R] Sorcery: Seething Anger [None] Land: Bad River [BB] Sorcery: Wrench Mind [2GG] Creature, Beast: Karstoderm [B] Sorcery: Nighthaze [3BB] Legendary Creature, Human Minion: Chainer, Dementia Master [2U] Instant: Regress [1U] Creature, Metathran Zombie: Metathran Zombie [RGW] Instant: Naya Charm [1BG] Creature, Plant Zombie: Dreg Mangler [2] Artifact: Trip Noose [2R] Creature, Human Berserker: Kolaghan Forerunners [3W] Creature, Human Soldier: Enlistment Officer [None] Land: Cephalid Coliseum [2RR] Creature, Phoenix: Ashcloud Phoenix [1G] Instant: Savage Surge [B] Sorcery: Restless Dreams [4RR] Creature, Phoenix: Shivan Phoenix [5] Artifact Creature, Juggernaut: Darksteel Juggernaut [1W] Instant: Orim's Cure [2R] Instant: Slaughter Cry [None] Land, Mountain: Madblind Mountain [R] Creature, Hound: Jackal Pup [3RR] Creature, Elemental: Fire Elemental [1U] Tribal Enchantment, Merfolk: Merrow Commerce [None] Legendary Land: Minamo, School at Water's Edge [4RR] Creature, Elemental Spirit: Greater Stone Spirit [3B] Creature, Skeleton: Flayed Nim [3] Artifact Creature, Scarecrow: Wild-Field Scarecrow [4G] Creature, Beast: Battlefront Krushok [2C] Creature, Eldrazi: Matter Reshaper [U] Enchantment, Aura: Spontaneous Mutation [4G] Creature, Beast: Kurgadon [1] Artifact, Equipment: Civic Saber [None] Land: Rocky Tar Pit [3R] Creature, Kavu: Mire Kavu [1W] Creature, Spirit Nomad: Phantom Nomad [2U] Creature, Merfolk Wizard: Drowner of Secrets [3G] Enchantment, Aura: Mammoth Harness [3B] Creature, Insect: Mortipede [2B] Creature, Minotaur Warrior: Felhide Petrifier [1U] Creature, Human Gamer: Magical Hacker [G] Creature, Elf: Elvish Scrapper [3R] Creature, Shapeshifter: War-Spike Changeling [3B] Enchantment Creature, Zombie: Agent of Erebos [2G] Creature, Rhino: Thriving Rhino [1U] Sorcery: Hidden Strings [2G] Enchantment, Aura: Tiger Claws [5] Artifact Creature, Dragon: Tek [2WW] Legendary Creature, Cat Warrior: Jazal Goldmane [1W/U] Enchantment, Aura: Curse of Chains [2R] Enchantment: Heat Wave [G] Instant: Nature's Claim [3G] Sorcery: Alive [1U] Creature, Scarecrow Soldier: Straw Soldiers [3W] Enchantment: Pegasus Refuge [R] Instant: Fiery Impulse [5WW] Sorcery: Profound Journey [2WWUUBB] Legendary Creature, Elder Dragon: Chromium [3U] Creature, Human Wizard: Youthful Scholar [4G] Enchantment: Doubling Season [2U] Sorcery: Compulsive Research [3G] Creature, Elemental: Guardian of the Great Conduit [2GWU] Legendary Creature, Rhino Soldier: Roon of the Hidden Realm [2] Artifact, Equipment: Scythe of the Wretched [3BB] Creature, Insect: Caustic Crawler [2BR] Creature, Eldrazi: Dust Stalker [G] Enchantment, Aura: Urban Burgeoning [WW] Instant: Eye for an Eye [2B] Creature, Worm: Mole Worms [6BB] Creature, Avatar: Avatar of Woe [3UU] Enchantment: Wrath of Marit Lage [4W] Creature, Antelope: Totem-Guide Hartebeest [None] Land: Nantuko Monastery [3BB] Creature, Vampire: Soul Collector [None] Land: Fountain of Cho [B] Creature, Human Assassin: Ruthless Ripper [2R] Creature, Human Knight: Burning Shield Askari [3BB] Creature, Zombie Warrior: Mass of Ghouls [3RR] Sorcery: Goblin Rally [W] Enchantment: Gerrard's Battle Cry [1W] Instant: Remedy [3R] Creature, Phoenix: Firewing Phoenix [4R] Creature, Minotaur: Talruum Piper [U] Sorcery: Sleight of Hand [G] Instant: Leaf Arrow [4WW] Sorcery: Righteous Fury [2] Artifact: Ratchet Bomb [4GG] Creature, Wurm: Witherscale Wurm [1W] Sorcery: Gift of Estates [2W] Creature, Human Soldier: Haazda Snare Squad [5RR] Creature, Avatar: Molten Primordial [None] Land: Haunted Fengraf [4R/GR/G] Legendary Creature, Goblin Shaman: Wort, the Raidmother [6] Artifact Creature, Golem: Beast of Burden [5WW] Creature, Angel: Angelic Arbiter [1G] Creature, Satyr Shaman: Satyr Grovedancer [2U] Creature, Elemental: Brackwater Elemental [2UU] Creature, Spirit: Troublesome Spirit [B] Enchantment, Aura: Imprison [3BB] Creature, Ogre Rogue: Ogre Slumlord [3] Artifact: Seer's Lantern [2BB] Legendary Creature, Spirit: Horobi, Death's Wail [3G] Creature, Elf Artificer: Armorcraft Judge [1G] Instant: Resounding Roar [XR] Sorcery: Illuminate [5B] Sorcery: Nightmare Incursion [2U] Creature, Human Soldier Archer: Wu Longbowman [1W] Instant: Divine Retribution [2B] Enchantment: Planeswalker's Scorn [1BB] Instant: Hideous End [G] Instant: Joint Assault [5W] Creature, Elemental: Woeleecher [None] Land, Plains Swamp: Scrubland [1BB] Creature, Vampire Shaman: Vampire Nighthawk [UU] Creature, Thalakos Wizard: Thalakos Seer [1U] Creature, Merfolk: Saprazzan Heir [1G] Creature, Sliver: Spinneret Sliver [2] Artifact, Equipment: Specter's Shroud ================================================ FILE: week07_[recap]_rnn/names ================================================ Abagael Abagail Abbe Abbey Abbi Abbie Abby Abigael Abigail Abigale Abra Acacia Ada Adah Adaline Adara Addie Addis Adel Adela Adelaide Adele Adelice Adelina Adelind Adeline Adella Adelle Adena Adey Adi Adiana Adina Adora Adore Adoree Adorne Adrea Adria Adriaens Adrian Adriana Adriane Adrianna Adrianne Adrien Adriena Adrienne Aeriel Aeriela Aeriell Ag Agace Agata Agatha Agathe Aggi Aggie Aggy Agna Agnella Agnes Agnese Agnesse Agneta Agnola Agretha Aida Aidan Aigneis Aila Aile Ailee Aileen Ailene Ailey Aili Ailina Ailyn Aime Aimee Aimil Aina Aindrea Ainslee Ainsley Ainslie Ajay Alaine Alameda Alana Alanah Alane Alanna Alayne Alberta Albertina Albertine Albina Alecia Aleda Aleece Aleecia Aleen Alejandra Alejandrina Alena Alene Alessandra Aleta Alethea Alex Alexa Alexandra Alexandrina Alexi Alexia Alexina Alexine Alexis Alfie Alfreda Ali Alia Alica Alice Alicea Alicia Alida Alidia Alina Aline Alis Alisa Alisha Alison Alissa Alisun Alix Aliza Alla Alleen Allegra Allene Alli Allianora Allie Allina Allis Allison Allissa Allsun Ally Allyce Allyn Allys Allyson Alma Almeda Almeria Almeta Almira Almire Aloise Aloisia Aloysia Alpa Alta Althea Alvera Alvina Alvinia Alvira Alyce Alyda Alys Alysa Alyse Alysia Alyson Alyss Alyssa Amabel Amabelle Amalea Amalee Amaleta Amalia Amalie Amalita Amalle Amanda Amandi Amandie Amandy Amara Amargo Amata Amber Amberly Ambrosia Ambur Ame Amelia Amelie Amelina Ameline Amelita Ami Amie Amity Ammamaria Amy Ana Anabel Anabella Anabelle Anais Analiese Analise Anallese Anallise Anastasia Anastasie Anastassia Anatola Andee Andi Andie Andra Andrea Andreana Andree Andrei Andria Andriana Andriette Andromache Andromeda Andy Anestassia Anet Anett Anetta Anette Ange Angel Angela Angele Angelia Angelica Angelika Angelina Angeline Angelique Angelita Angelle Angie Angil Angy Ania Anica Anissa Anita Anitra Anja Anjanette Anjela Ann Ann-Mari Ann-Marie Anna Anna-Diana Anna-Diane Anna-Maria Annabal Annabel Annabela Annabell Annabella Annabelle Annadiana Annadiane Annalee Annalena Annaliese Annalisa Annalise Annalyse Annamari Annamaria Annamarie Anne Anne-Corinne Anne-Mar Anne-Marie Annecorinne Anneliese Annelise Annemarie Annetta Annette Anni Annice Annie Annissa Annmaria Annmarie Annnora Annora Anny Anselma Ansley Anstice Anthe Anthea Anthia Antoinette Antonella Antonetta Antonia Antonie Antonietta Antonina Anya Aphrodite Appolonia April Aprilette Ara Arabel Arabela Arabele Arabella Arabelle Arda Ardath Ardeen Ardelia Ardelis Ardella Ardelle Arden Ardene Ardenia Ardine Ardis Ardith Ardra Ardyce Ardys Ardyth Aretha Ariadne Ariana Arianne Aridatha Ariel Ariela Ariella Arielle Arlana Arlee Arleen Arlen Arlena Arlene Arleta Arlette Arleyne Arlie Arliene Arlina Arlinda Arline Arly Arlyn Arlyne Aryn Ashely Ashlee Ashleigh Ashlen Ashley Ashli Ashlie Ashly Asia Astra Astrid Astrix Atalanta Athena Athene Atlanta Atlante Auberta Aubine Aubree Aubrette Aubrey Aubrie Aubry Audi Audie Audra Audre Audrey Audrie Audry Audrye Audy Augusta Auguste Augustina Augustine Aura Aurea Aurel Aurelea Aurelia Aurelie Auria Aurie Aurilia Aurlie Auroora Aurora Aurore Austin Austina Austine Ava Aveline Averil Averyl Avie Avis Aviva Avivah Avril Avrit Ayn Bab Babara Babette Babita Babs Bambi Bambie Bamby Barb Barbabra Barbara Barbara-Anne Barbaraanne Barbe Barbee Barbette Barbey Barbi Barbie Barbra Barby Bari Barrie Barry Basia Bathsheba Batsheva Bea Beatrice Beatrisa Beatrix Beatriz Beau Bebe Becca Becka Becki Beckie Becky Bee Beilul Beitris Bekki Bel Belia Belicia Belinda Belita Bell Bella Bellamy Bellanca Belle Bellina Belva Belvia Bendite Benedetta Benedicta Benedikta Benetta Benita Benni Bennie Benny Benoite Berenice Beret Berget Berna Bernadene Bernadette Bernadina Bernadine Bernardina Bernardine Bernelle Bernete Bernetta Bernette Berni Bernice Bernie Bernita Berny Berri Berrie Berry Bert Berta Berte Bertha Berthe Berti Bertie Bertina Bertine Berty Beryl Beryle Bess Bessie Bessy Beth Bethanne Bethany Bethena Bethina Betsey Betsy Betta Bette Bette-Ann Betteann Betteanne Betti Bettie Bettina Bettine Betty Bettye Beulah Bev Beverie Beverlee Beverlie Beverly Bevvy Bianca Bianka Biddy Bidget Bill Billi Billie Billy Binni Binnie Binny Bird Birdie Birgit Birgitta Blair Blaire Blake Blakelee Blakeley Blanca Blanch Blancha Blanche Blinni Blinnie Blinny Bliss Blisse Blithe Blondell Blondelle Blondie Blondy Blythe Bo Bobbette Bobbi Bobbie Bobby Bobette Bobina Bobine Bobinette Bonita Bonnee Bonni Bonnie Bonny Brana Brandais Brande Brandea Brandi Brandice Brandie Brandise Brandy Brea Breanne Brear Bree Breena Bren Brena Brenda Brenn Brenna Brett Bria Briana Brianna Brianne Bride Bridget Bridgett Bridgette Bridie Brier Brietta Brigid Brigida Brigit Brigitta Brigitte Brina Briney Briny Brit Brita Britaney Britani Briteny Britney Britni Britt Britta Brittan Brittany Britte Brittney Brook Brooke Brooks Brunella Brunhilda Brunhilde Bryana Bryn Bryna Brynn Brynna Brynne Buffy Bunni Bunnie Bunny Burta Cabrina Cacilia Cacilie Caitlin Caitrin Cal Calida Calla Calley Calli Callida Callie Cally Calypso Cam Camala Camel Camella Camellia Cameo Cami Camila Camile Camilla Camille Cammi Cammie Cammy Canada Candace Candi Candice Candida Candide Candie Candis Candra Candy Cappella Caprice Cara Caralie Caren Carena Caresa Caressa Caresse Carey Cari Caria Carie Caril Carilyn Carin Carina Carine Cariotta Carissa Carita Caritta Carla Carlee Carleen Carlen Carlena Carlene Carley Carli Carlie Carlin Carlina Carline Carlisle Carlita Carlota Carlotta Carly Carlye Carlyn Carlynn Carlynne Carma Carmel Carmela Carmelia Carmelina Carmelita Carmella Carmelle Carmen Carmina Carmine Carmita Carmon Caro Carol Carol-Jean Carola Carolan Carolann Carole Carolee Caroleen Carolie Carolin Carolina Caroline Caroljean Carolyn Carolyne Carolynn Caron Carree Carri Carrie Carrissa Carrol Carroll Carry Cary Caryl Caryn Casandra Casey Casi Casia Casie Cass Cassandra Cassandre Cassandry Cassaundra Cassey Cassi Cassie Cassondra Cassy Cat Catarina Cate Caterina Catha Catharina Catharine Cathe Cathee Catherin Catherina Catherine Cathi Cathie Cathleen Cathlene Cathrin Cathrine Cathryn Cathy Cathyleen Cati Catie Catina Catlaina Catlee Catlin Catrina Catriona Caty Cayla Cecelia Cecil Cecile Ceciley Cecilia Cecilla Cecily Ceil Cele Celene Celesta Celeste Celestia Celestina Celestine Celestyn Celestyna Celia Celie Celina Celinda Celine Celinka Celisse Celle Cesya Chad Chanda Chandal Chandra Channa Chantal Chantalle Charil Charin Charis Charissa Charisse Charita Charity Charla Charlean Charleen Charlena Charlene Charline Charlot Charlott Charlotta Charlotte Charmain Charmaine Charmane Charmian Charmine Charmion Charo Charyl Chastity Chelsae Chelsea Chelsey Chelsie Chelsy Cher Chere Cherey Cheri Cherianne Cherice Cherida Cherie Cherilyn Cherilynn Cherin Cherise Cherish Cherlyn Cherri Cherrita Cherry Chery Cherye Cheryl Cheslie Chiarra Chickie Chicky Chiquita Chloe Chloette Chloris Chris Chriss Chrissa Chrissie Chrissy Christa Christabel Christabella Christabelle Christal Christalle Christan Christean Christel Christen Christi Christian Christiana Christiane Christie Christin Christina Christine Christy Christyna Chrysa Chrysler Chrystal Chryste Chrystel Ciara Cicely Cicily Ciel Cilka Cinda Cindee Cindelyn Cinderella Cindi Cindie Cindra Cindy Cinnamon Cissie Cissy Clair Claire Clara Clarabelle Clare Claresta Clareta Claretta Clarette Clarey Clari Claribel Clarice Clarie Clarinda Clarine Clarisa Clarissa Clarisse Clarita Clary Claude Claudelle Claudetta Claudette Claudia Claudie Claudina Claudine Clea Clem Clemence Clementia Clementina Clementine Clemmie Clemmy Cleo Cleopatra Clerissa Cleva Clio Clo Cloe Cloris Clotilda Clovis Codee Codi Codie Cody Coleen Colene Coletta Colette Colleen Collete Collette Collie Colline Colly Con Concettina Conchita Concordia Conney Conni Connie Conny Consolata Constance Constancia Constancy Constanta Constantia Constantina Constantine Consuela Consuelo Cookie Cora Corabel Corabella Corabelle Coral Coralie Coraline Coralyn Cordelia Cordelie Cordey Cordie Cordula Cordy Coreen Corella Corena Corenda Corene Coretta Corette Corey Cori Corie Corilla Corina Corine Corinna Corinne Coriss Corissa Corliss Corly Cornela Cornelia Cornelle Cornie Corny Correna Correy Corri Corrianne Corrie Corrina Corrine Corrinne Corry Cortney Cory Cosetta Cosette Courtenay Courtney Cresa Cris Crissie Crissy Crista Cristabel Cristal Cristen Cristi Cristie Cristin Cristina Cristine Cristionna Cristy Crysta Crystal Crystie Cyb Cybal Cybel Cybelle Cybil Cybill Cyndi Cyndy Cynthea Cynthia Cynthie Cynthy Dacey Dacia Dacie Dacy Dael Daffi Daffie Daffy Dafna Dagmar Dahlia Daile Daisey Daisi Daisie Daisy Dale Dalenna Dalia Dalila Dallas Daloris Damara Damaris Damita Dana Danell Danella Danelle Danette Dani Dania Danica Danice Daniel Daniela Daniele Daniella Danielle Danika Danila Danit Danita Danna Danni Dannie Danny Dannye Danya Danyelle Danyette Daphene Daphna Daphne Dara Darb Darbie Darby Darcee Darcey Darci Darcie Darcy Darda Dareen Darell Darelle Dari Daria Darice Darla Darleen Darlene Darline Darryl Darsey Darsie Darya Daryl Daryn Dasha Dasi Dasie Dasya Datha Daune Daveen Daveta Davida Davina Davine Davita Dawn Dawna Dayle Dayna Dea Deana Deane Deanna Deanne Deb Debbi Debbie Debbra Debby Debee Debera Debi Debor Debora Deborah Debra Dede Dedie Dedra Dee Dee Dee Deeann Deeanne Deedee Deena Deerdre Dehlia Deidre Deina Deirdre Del Dela Delaney Delcina Delcine Delia Delila Delilah Delinda Dell Della Delly Delora Delores Deloria Deloris Delphina Delphine Delphinia Demeter Demetra Demetria Demetris Dena Deni Denice Denise Denna Denni Dennie Denny Deny Denys Denyse Deonne Desaree Desdemona Desirae Desiree Desiri Deva Devan Devi Devin Devina Devinne Devon Devondra Devonna Devonne Devora Dew Di Diahann Diamond Dian Diana Diandra Diane Diane-Marie Dianemarie Diann Dianna Dianne Diannne Didi Dido Diena Dierdre Dina Dinah Dinnie Dinny Dion Dione Dionis Dionne Dita Dix Dixie Dode Dodi Dodie Dody Doe Doll Dolley Dolli Dollie Dolly Dolora Dolores Dolorita Doloritas Dominica Dominique Dona Donella Donelle Donetta Donia Donica Donielle Donna Donnajean Donnamarie Donni Donnie Donny Dora Doralia Doralin Doralyn Doralynn Doralynne Dorcas Dore Doreen Dorelia Dorella Dorelle Dorena Dorene Doretta Dorette Dorey Dori Doria Dorian Dorice Dorie Dorine Doris Dorisa Dorise Dorit Dorita Doro Dorolice Dorolisa Dorotea Doroteya Dorothea Dorothee Dorothy Dorree Dorri Dorrie Dorris Dorry Dorthea Dorthy Dory Dosi Dot Doti Dotti Dottie Dotty Dove Drea Drew Dulce Dulcea Dulci Dulcia Dulciana Dulcie Dulcine Dulcinea Dulcy Dulsea Dusty Dyan Dyana Dyane Dyann Dyanna Dyanne Dyna Dynah E'Lane Eada Eadie Eadith Ealasaid Eartha Easter Eba Ebba Ebonee Ebony Eda Eddi Eddie Eddy Ede Edee Edeline Eden Edi Edie Edin Edita Edith Editha Edithe Ediva Edna Edwina Edy Edyth Edythe Effie Eileen Eilis Eimile Eirena Ekaterina Elaina Elaine Elana Elane Elayne Elberta Elbertina Elbertine Eleanor Eleanora Eleanore Electra Elena Elene Eleni Elenore Eleonora Eleonore Elfie Elfreda Elfrida Elfrieda Elga Elianora Elianore Elicia Elie Elinor Elinore Elisa Elisabet Elisabeth Elisabetta Elise Elisha Elissa Elita Eliza Elizabet Elizabeth Elka Elke Ella Elladine Elle Ellen Ellene Ellette Elli Ellie Ellissa Elly Ellyn Ellynn Elmira Elna Elnora Elnore Eloisa Eloise Elonore Elora Elsa Elsbeth Else Elsey Elsi Elsie Elsinore Elspeth Elsy Elva Elvera Elvina Elvira Elwina Elwira Elyn Elyse Elysee Elysha Elysia Elyssa Em Ema Emalee Emalia Emanuela Emelda Emelia Emelina Emeline Emelita Emelyne Emera Emilee Emili Emilia Emilie Emiline Emily Emlyn Emlynn Emlynne Emma Emmalee Emmaline Emmalyn Emmalynn Emmalynne Emmeline Emmey Emmi Emmie Emmy Emmye Emogene Emyle Emylee Endora Engracia Enid Enrica Enrichetta Enrika Enriqueta Enya Eolanda Eolande Eran Erda Erena Erica Ericha Ericka Erika Erin Erina Erinn Erinna Erma Ermengarde Ermentrude Ermina Erminia Erminie Erna Ernaline Ernesta Ernestine Ertha Eryn Esma Esmaria Esme Esmeralda Esmerelda Essa Essie Essy Esta Estel Estele Estell Estella Estelle Ester Esther Estrella Estrellita Ethel Ethelda Ethelin Ethelind Etheline Ethelyn Ethyl Etta Etti Ettie Etty Eudora Eugenia Eugenie Eugine Eula Eulalie Eunice Euphemia Eustacia Eva Evaleen Evangelia Evangelin Evangelina Evangeline Evania Evanne Eve Eveleen Evelina Eveline Evelyn Evette Evey Evie Evita Evonne Evvie Evvy Evy Eyde Eydie Fabrianne Fabrice Fae Faina Faith Fallon Fan Fanchette Fanchon Fancie Fancy Fanechka Fania Fanni Fannie Fanny Fanya Fara Farah Farand Farica Farra Farrah Farrand Fatima Faun Faunie Faustina Faustine Fawn Fawna Fawne Fawnia Fay Faydra Faye Fayette Fayina Fayre Fayth Faythe Federica Fedora Felecia Felicdad Felice Felicia Felicity Felicle Felipa Felisha Felita Feliza Fenelia Feodora Ferdinanda Ferdinande Fern Fernanda Fernande Fernandina Ferne Fey Fiann Fianna Fidela Fidelia Fidelity Fifi Fifine Filia Filide Filippa Fina Fiona Fionna Fionnula Fiorenze Fleur Fleurette Flo Flor Flora Florance Flore Florella Florence Florencia Florentia Florenza Florette Flori Floria Florice Florida Florie Florina Florinda Floris Florri Florrie Florry Flory Flossi Flossie Flossy Flower Fortuna Fortune Fran France Francene Frances Francesca Francesmary Francine Francis Francisca Franciska Francoise Francyne Frank Frankie Franky Franni Frannie Franny Frayda Fred Freda Freddi Freddie Freddy Fredelia Frederica Fredericka Fredi Fredia Fredra Fredrika Freida Frieda Friederike Fulvia Gabbey Gabbi Gabbie Gabey Gabi Gabie Gabriel Gabriela Gabriell Gabriella Gabrielle Gabriellia Gabrila Gaby Gae Gael Gail Gale Gale Galina Garland Garnet Garnette Gates Gavra Gavrielle Gay Gayla Gayle Gayleen Gaylene Gaynor Gelya Gen Gena Gene Geneva Genevieve Genevra Genia Genna Genni Gennie Gennifer Genny Genovera Genvieve George Georgeanna Georgeanne Georgena Georgeta Georgetta Georgette Georgia Georgiamay Georgiana Georgianna Georgianne Georgie Georgina Georgine Gera Geralda Geraldina Geraldine Gerda Gerhardine Geri Gerianna Gerianne Gerladina Germain Germaine Germana Gerri Gerrie Gerrilee Gerry Gert Gerta Gerti Gertie Gertrud Gertruda Gertrude Gertrudis Gerty Giacinta Giana Gianina Gianna Gigi Gilberta Gilberte Gilbertina Gilbertine Gilda Gill Gillan Gilli Gillian Gillie Gilligan Gilly Gina Ginelle Ginevra Ginger Ginni Ginnie Ginnifer Ginny Giorgia Giovanna Gipsy Giralda Gisela Gisele Gisella Giselle Gizela Glad Gladi Gladis Gladys Gleda Glen Glenda Glenine Glenn Glenna Glennie Glennis Glori Gloria Gloriana Gloriane Glorianna Glory Glyn Glynda Glynis Glynnis Godiva Golda Goldarina Goldi Goldia Goldie Goldina Goldy Grace Gracia Gracie Grata Gratia Gratiana Gray Grayce Grazia Gredel Greer Greta Gretal Gretchen Grete Gretel Grethel Gretna Gretta Grier Griselda Grissel Guendolen Guenevere Guenna Guglielma Gui Guillema Guillemette Guinevere Guinna Gunilla Gunvor Gus Gusella Gussi Gussie Gussy Gusta Gusti Gustie Gusty Gwen Gwendolen Gwendolin Gwendolyn Gweneth Gwenette Gwenn Gwenneth Gwenni Gwennie Gwenny Gwenora Gwenore Gwyn Gwyneth Gwynne Gypsy Hadria Hailee Haily Haleigh Halette Haley Hali Halie Halimeda Halley Halli Hallie Hally Hana Hanna Hannah Hanni Hannibal Hannie Hannis Hanny Happy Harlene Harley Harli Harlie Harmonia Harmonie Harmony Harri Harrie Harriet Harriett Harrietta Harriette Harriot Harriott Hatti Hattie Hatty Havivah Hayley Hazel Heath Heather Heda Hedda Heddi Heddie Hedi Hedvig Hedwig Hedy Heida Heide Heidi Heidie Helaina Helaine Helen Helen-Elizabeth Helena Helene Helga Helge Helise Hellene Helli Heloise Helsa Helyn Hendrika Henka Henrie Henrieta Henrietta Henriette Henryetta Hephzibah Hermia Hermina Hermine Herminia Hermione Herta Hertha Hester Hesther Hestia Hetti Hettie Hetty Hilarie Hilary Hilda Hildagard Hildagarde Hilde Hildegaard Hildegarde Hildy Hillary Hilliary Hinda Holley Holli Hollie Holly Holly-Anne Hollyanne Honey Honor Honoria Hope Horatia Hortense Hortensia Hulda Hyacinth Hyacintha Hyacinthe Hyacinthia Hyacinthie Hynda Ianthe Ibbie Ibby Ida Idalia Idalina Idaline Idell Idelle Idette Ike Ikey Ilana Ileana Ileane Ilene Ilise Ilka Illa Ilona Ilsa Ilse Ilysa Ilyse Ilyssa Imelda Imogen Imogene Imojean Ina Inci Indira Ines Inesita Inessa Inez Inga Ingaberg Ingaborg Inge Ingeberg Ingeborg Inger Ingrid Ingunna Inna Ioana Iolande Iolanthe Iona Iormina Ira Irena Irene Irina Iris Irita Irma Isa Isabeau Isabel Isabelita Isabella Isabelle Isador Isadora Isadore Isahella Iseabal Isidora Isis Isobel Issi Issie Issy Ivett Ivette Ivie Ivonne Ivory Ivy Izabel Izzi Jacenta Jacinda Jacinta Jacintha Jacinthe Jackelyn Jacki Jackie Jacklin Jacklyn Jackquelin Jackqueline Jacky Jaclin Jaclyn Jacquelin Jacqueline Jacquelyn Jacquelynn Jacquenetta Jacquenette Jacquetta Jacquette Jacqui Jacquie Jacynth Jada Jade Jaime Jaimie Jaine Jaleh Jami Jamie Jamima Jammie Jan Jana Janaya Janaye Jandy Jane Janean Janeczka Janeen Janel Janela Janella Janelle Janene Janenna Janessa Janet Janeta Janetta Janette Janeva Janey Jania Janice Janie Janifer Janina Janine Janis Janith Janka Janna Jannel Jannelle Janot Jany Jaquelin Jaquelyn Jaquenetta Jaquenette Jaquith Jasmin Jasmina Jasmine Jayme Jaymee Jayne Jaynell Jazmin Jean Jeana Jeane Jeanelle Jeanette Jeanie Jeanine Jeanna Jeanne Jeannette Jeannie Jeannine Jehanna Jelene Jemie Jemima Jemimah Jemmie Jemmy Jen Jena Jenda Jenelle Jenette Jeni Jenica Jeniece Jenifer Jeniffer Jenilee Jenine Jenn Jenna Jennee Jennette Jenni Jennica Jennie Jennifer Jennilee Jennine Jenny Jeraldine Jeralee Jere Jeri Jermaine Jerrie Jerrilee Jerrilyn Jerrine Jerry Jerrylee Jess Jessa Jessalin Jessalyn Jessamine Jessamyn Jesse Jesselyn Jessi Jessica Jessie Jessika Jessy Jewel Jewell Jewelle Jill Jillana Jillane Jillayne Jilleen Jillene Jilli Jillian Jillie Jilly Jinny Jo Jo Ann Jo-Ann Jo-Anne JoAnn JoAnne Joan Joana Joane Joanie Joann Joanna Joanne Joannes Jobey Jobi Jobie Jobina Joby Jobye Jobyna Jocelin Joceline Jocelyn Jocelyne Jodee Jodi Jodie Jody Joela Joelie Joell Joella Joelle Joellen Joelly Joellyn Joelynn Joete Joey Johanna Johannah Johnette Johnna Joice Jojo Jolee Joleen Jolene Joletta Joli Jolie Joline Joly Jolyn Jolynn Jonell Joni Jonie Jonis Jordain Jordan Jordana Jordanna Jorey Jori Jorie Jorrie Jorry Joscelin Josee Josefa Josefina Joselyn Josepha Josephina Josephine Josey Josi Josie Joslyn Josselyn Josy Jourdan Joy Joya Joyan Joyann Joyce Joycelin Joye Joyous Juana Juanita Jude Judi Judie Judith Juditha Judy Judye Julee Juli Julia Juliana Juliane Juliann Julianna Julianne Julie Julienne Juliet Julieta Julietta Juliette Julina Juline Julissa Julita June Junette Junia Junie Junina Justin Justina Justine Jyoti Kacey Kacie Kacy Kai Kaia Kaila Kaile Kailey Kaitlin Kaitlyn Kaitlynn Kaja Kakalina Kala Kaleena Kali Kalie Kalila Kalina Kalinda Kalindi Kalli Kally Kameko Kamila Kamilah Kamillah Kandace Kandy Kania Kanya Kara Kara-Lynn Karalee Karalynn Kare Karee Karel Karen Karena Kari Karia Karie Karil Karilynn Karin Karina Karine Kariotta Karisa Karissa Karita Karla Karlee Karleen Karlen Karlene Karlie Karlotta Karlotte Karly Karlyn Karmen Karna Karol Karola Karole Karolina Karoline Karoly Karon Karrah Karrie Karry Kary Karyl Karylin Karyn Kasey Kass Kassandra Kassey Kassi Kassia Kassie Kaster Kat Kata Katalin Kate Katee Katerina Katerine Katey Kath Katha Katharina Katharine Katharyn Kathe Katheleen Katherina Katherine Katheryn Kathi Kathie Kathleen Kathlene Kathlin Kathrine Kathryn Kathryne Kathy Kathye Kati Katie Katina Katine Katinka Katleen Katlin Katrina Katrine Katrinka Katti Kattie Katuscha Katusha Katy Katya Kay Kaycee Kaye Kayla Kayle Kaylee Kayley Kaylil Kaylyn Kee Keeley Keelia Keely Kelcey Kelci Kelcie Kelcy Kelila Kellen Kelley Kelli Kellia Kellie Kellina Kellsie Kelly Kellyann Kelsey Kelsi Kelsy Kendra Kendre Kenna Keren Keri Keriann Kerianne Kerri Kerrie Kerrill Kerrin Kerry Kerstin Kesley Keslie Kessia Kessiah Ketti Kettie Ketty Kevina Kevyn Ki Kia Kiah Kial Kiele Kiersten Kikelia Kiley Kim Kimberlee Kimberley Kimberli Kimberly Kimberlyn Kimbra Kimmi Kimmie Kimmy Kinna Kip Kipp Kippie Kippy Kira Kirbee Kirbie Kirby Kiri Kirsten Kirsteni Kirsti Kirstie Kirstin Kirstyn Kissee Kissiah Kissie Kit Kitti Kittie Kitty Kizzee Kizzie Klara Klarika Klarrisa Konstance Konstanze Koo Kora Koral Koralle Kordula Kore Korella Koren Koressa Kori Korie Korney Korrie Korry Kourtney Kris Krissie Krissy Krista Kristal Kristan Kriste Kristel Kristen Kristi Kristien Kristin Kristina Kristine Kristy Kristyn Krysta Krystal Krystalle Krystle Krystyna Kyla Kyle Kylen Kylie Kylila Kylynn Kym Kynthia Kyrstin La Lacee Lacey Lacie Lacy Ladonna Laetitia Laila Laina Lainey Lamb Lana Lane Lanette Laney Lani Lanie Lanita Lanna Lanni Lanny Lara Laraine Lari Larina Larine Larisa Larissa Lark Laryssa Latashia Latia Latisha Latrena Latrina Laura Lauraine Laural Lauralee Laure Lauree Laureen Laurel Laurella Lauren Laurena Laurene Lauretta Laurette Lauri Laurianne Laurice Laurie Lauryn Lavena Laverna Laverne Lavina Lavinia Lavinie Layla Layne Layney Lea Leah Leandra Leann Leanna Leanne Leanor Leanora Lebbie Leda Lee LeeAnn Leeann Leeanne Leela Leelah Leena Leesa Leese Legra Leia Leiah Leigh Leigha Leila Leilah Leisha Lela Lelah Leland Lelia Lena Lenee Lenette Lenka Lenna Lenora Lenore Leodora Leoine Leola Leoline Leona Leonanie Leone Leonelle Leonie Leonora Leonore Leontine Leontyne Leora Leorah Leshia Lesley Lesli Leslie Lesly Lesya Leta Lethia Leticia Letisha Letitia Letta Letti Lettie Letty Leyla Lezlie Lia Lian Liana Liane Lianna Lianne Lib Libbey Libbi Libbie Libby Licha Lida Lidia Lil Lila Lilah Lilas Lilia Lilian Liliane Lilias Lilith Lilla Lilli Lillian Lillis Lilllie Lilly Lily Lilyan Lin Lina Lind Linda Lindi Lindie Lindsay Lindsey Lindsy Lindy Linea Linell Linet Linette Linn Linnea Linnell Linnet Linnie Linzy Liora Liorah Lira Lisa Lisabeth Lisandra Lisbeth Lise Lisetta Lisette Lisha Lishe Lissa Lissi Lissie Lissy Lita Liuka Livia Liz Liza Lizabeth Lizbeth Lizette Lizzie Lizzy Loella Lois Loise Lola Lolande Loleta Lolita Lolly Lona Lonee Loni Lonna Lonni Lonnie Lora Lorain Loraine Loralee Loralie Loralyn Loree Loreen Lorelei Lorelle Loren Lorena Lorene Lorenza Loretta Lorettalorna Lorette Lori Loria Lorianna Lorianne Lorie Lorilee Lorilyn Lorinda Lorine Lorita Lorna Lorne Lorraine Lorrayne Lorri Lorrie Lorrin Lorry Lory Lotta Lotte Lotti Lottie Lotty Lou Louella Louisa Louise Louisette Love Luana Luanna Luce Luci Lucia Luciana Lucie Lucienne Lucila Lucilia Lucille Lucina Lucinda Lucine Lucita Lucky Lucretia Lucy Luella Luelle Luisa Luise Lula Lulita Lulu Luna Lura Lurette Lurleen Lurlene Lurline Lusa Lust Lyda Lydia Lydie Lyn Lynda Lynde Lyndel Lyndell Lyndsay Lyndsey Lyndsie Lyndy Lynea Lynelle Lynett Lynette Lynn Lynna Lynne Lynnea Lynnell Lynnelle Lynnet Lynnett Lynnette Lynsey Lysandra Lyssa Mab Mabel Mabelle Mable Mada Madalena Madalyn Maddalena Maddi Maddie Maddy Madel Madelaine Madeleine Madelena Madelene Madelin Madelina Madeline Madella Madelle Madelon Madelyn Madge Madlen Madlin Madona Madonna Mady Mae Maegan Mag Magda Magdaia Magdalen Magdalena Magdalene Maggee Maggi Maggie Maggy Magna Mahala Mahalia Maia Maible Maiga Mair Maire Mairead Maisey Maisie Mala Malanie Malcah Malena Malia Malina Malinda Malinde Malissa Malissia Malka Malkah Mallissa Mallorie Mallory Malorie Malory Malva Malvina Malynda Mame Mamie Manda Mandi Mandie Mandy Manon Manya Mara Marabel Marcela Marcelia Marcella Marcelle Marcellina Marcelline Marchelle Marci Marcia Marcie Marcile Marcille Marcy Mareah Maren Marena Maressa Marga Margalit Margalo Margaret Margareta Margarete Margaretha Margarethe Margaretta Margarette Margarita Margaux Marge Margeaux Margery Marget Margette Margi Margie Margit Marglerite Margo Margot Margret Marguerite Margurite Margy Mari Maria Mariam Marian Mariana Mariann Marianna Marianne Maribel Maribelle Maribeth Marice Maridel Marie Marie-Ann Marie-Jeanne Marieann Mariejeanne Mariel Mariele Marielle Mariellen Marietta Mariette Marigold Marijo Marika Marilee Marilin Marillin Marilyn Marin Marina Marinna Marion Mariquilla Maris Marisa Mariska Marissa Marit Marita Maritsa Mariya Marj Marja Marje Marji Marjie Marjorie Marjory Marjy Marketa Marla Marlane Marleah Marlee Marleen Marlena Marlene Marley Marlie Marline Marlo Marlyn Marna Marne Marney Marni Marnia Marnie Marquita Marrilee Marris Marrissa Marry Marsha Marsiella Marta Martelle Martguerita Martha Marthe Marthena Marti Martica Martie Martina Martita Marty Martynne Mary Marya Maryangelyn Maryann Maryanna Maryanne Marybelle Marybeth Maryellen Maryjane Maryjo Maryl Marylee Marylin Marylinda Marylou Marylynne Maryrose Marys Marysa Masha Matelda Mathilda Mathilde Matilda Matilde Matti Mattie Matty Maud Maude Maudie Maura Maure Maureen Maureene Maurene Maurine Maurise Maurita Mavis Mavra Max Maxi Maxie Maxine Maxy May Maya Maybelle Mayda Maye Mead Meade Meagan Meaghan Meara Mechelle Meg Megan Megen Meggan Meggi Meggie Meggy Meghan Meghann Mehetabel Mei Meira Mel Mela Melamie Melania Melanie Melantha Melany Melba Melesa Melessa Melicent Melina Melinda Melinde Melisa Melisande Melisandra Melisenda Melisent Melissa Melisse Melita Melitta Mella Melli Mellicent Mellie Mellisa Mellisent Mellissa Melloney Melly Melodee Melodie Melody Melonie Melony Melosa Melva Mercedes Merci Mercie Mercy Meredith Meredithe Meridel Meridith Meriel Merilee Merilyn Meris Merissa Merl Merla Merle Merlina Merline Merna Merola Merralee Merridie Merrie Merrielle Merrile Merrilee Merrili Merrill Merrily Merry Mersey Meryl Meta Mia Micaela Michaela Michaelina Michaeline Michaella Michal Michel Michele Michelina Micheline Michell Michelle Micki Mickie Micky Midge Mignon Mignonne Miguela Miguelita Mildred Mildrid Milena Milicent Milissent Milka Milli Millicent Millie Millisent Milly Milzie Mimi Min Mina Minda Mindy Minerva Minetta Minette Minna Minni Minnie Minny Minta Miquela Mira Mirabel Mirabella Mirabelle Miran Miranda Mireielle Mireille Mirella Mirelle Miriam Mirilla Mirna Misha Missie Missy Misti Misty Mitra Mitzi Mmarianne Modesta Modestia Modestine Modesty Moina Moira Moll Mollee Molli Mollie Molly Mommy Mona Monah Monica Monika Monique Mora Moreen Morena Morgan Morgana Morganica Morganne Morgen Moria Morissa Morlee Morna Moselle Moya Moyna Moyra Mozelle Muffin Mufi Mufinella Muire Mureil Murial Muriel Murielle Myna Myra Myrah Myranda Myriam Myrilla Myrle Myrlene Myrna Myrta Myrtia Myrtice Myrtie Myrtle Nada Nadean Nadeen Nadia Nadine Nadiya Nady Nadya Nalani Nan Nana Nananne Nance Nancee Nancey Nanci Nancie Nancy Nanete Nanette Nani Nanice Nanine Nannette Nanni Nannie Nanny Nanon Naoma Naomi Nara Nari Nariko Nat Nata Natala Natalee Natalia Natalie Natalina Nataline Natalya Natasha Natassia Nathalia Nathalie Natka Natty Neala Neda Nedda Nedi Neely Neila Neile Neilla Neille Nela Nelia Nelie Nell Nelle Nelli Nellie Nelly Nena Nerissa Nerita Nert Nerta Nerte Nerti Nertie Nerty Nessa Nessi Nessie Nessy Nesta Netta Netti Nettie Nettle Netty Nevsa Neysa Nichol Nichole Nicholle Nicki Nickie Nicky Nicol Nicola Nicole Nicolea Nicolette Nicoli Nicolina Nicoline Nicolle Nidia Nike Niki Nikki Nikkie Nikoletta Nikolia Nil Nina Ninetta Ninette Ninnetta Ninnette Ninon Nisa Nissa Nisse Nissie Nissy Nita Nitin Nixie Noami Noel Noelani Noell Noella Noelle Noellyn Noelyn Noemi Nola Nolana Nolie Nollie Nomi Nona Nonah Noni Nonie Nonna Nonnah Nora Norah Norean Noreen Norene Norina Norine Norma Norri Norrie Norry Nova Novelia Nydia Nyssa Octavia Odele Odelia Odelinda Odella Odelle Odessa Odetta Odette Odilia Odille Ofelia Ofella Ofilia Ola Olenka Olga Olia Olimpia Olive Olivette Olivia Olivie Oliy Ollie Olly Olva Olwen Olympe Olympia Olympie Ondrea Oneida Onida Onlea Oona Opal Opalina Opaline Ophelia Ophelie Oprah Ora Oralee Oralia Oralie Oralla Oralle Orel Orelee Orelia Orelie Orella Orelle Oreste Oriana Orly Orsa Orsola Ortensia Otha Othelia Othella Othilia Othilie Ottilie Pacifica Page Paige Paloma Pam Pamela Pamelina Pamella Pammi Pammie Pammy Pandora Pansie Pansy Paola Paolina Parwane Pat Patience Patrica Patrice Patricia Patrizia Patsy Patti Pattie Patty Paula Paula-Grace Paule Pauletta Paulette Pauli Paulie Paulina Pauline Paulita Pauly Pavia Pavla Pearl Pearla Pearle Pearline Peg Pegeen Peggi Peggie Peggy Pen Penelopa Penelope Penni Pennie Penny Pepi Pepita Peri Peria Perl Perla Perle Perri Perrine Perry Persis Pet Peta Petra Petrina Petronella Petronia Petronilla Petronille Petunia Phaedra Phaidra Phebe Phedra Phelia Phil Philipa Philippa Philippe Philippine Philis Phillida Phillie Phillis Philly Philomena Phoebe Phylis Phyllida Phyllis Phyllys Phylys Pia Pier Pierette Pierrette Pietra Piper Pippa Pippy Polly Pollyanna Pooh Poppy Portia Pris Prisca Priscella Priscilla Prissie Pru Prudence Prudi Prudy Prue Prunella Queada Queenie Quentin Querida Quinn Quinta Quintana Quintilla Quintina Rachael Rachel Rachele Rachelle Rae Raf Rafa Rafaela Rafaelia Rafaelita Ragnhild Rahal Rahel Raina Raine Rakel Ralina Ramona Ramonda Rana Randa Randee Randene Randi Randie Randy Ranee Rani Rania Ranice Ranique Ranna Raphaela Raquel Raquela Rasia Rasla Raven Ray Raychel Raye Rayna Raynell Rayshell Rea Reba Rebbecca Rebe Rebeca Rebecca Rebecka Rebeka Rebekah Rebekkah Ree Reeba Reena Reeta Reeva Regan Reggi Reggie Regina Regine Reiko Reina Reine Remy Rena Renae Renata Renate Rene Renee Renel Renell Renelle Renie Rennie Reta Retha Revkah Rey Reyna Rhea Rheba Rheta Rhetta Rhiamon Rhianna Rhianon Rhoda Rhodia Rhodie Rhody Rhona Rhonda Riane Riannon Rianon Rica Ricca Rici Ricki Rickie Ricky Riki Rikki Rina Risa Rissa Rita Riva Rivalee Rivi Rivkah Rivy Roana Roanna Roanne Robbi Robbie Robbin Robby Robbyn Robena Robenia Roberta Robin Robina Robinet Robinett Robinetta Robinette Robinia Roby Robyn Roch Rochell Rochella Rochelle Rochette Roda Rodi Rodie Rodina Romola Romona Romonda Romy Rona Ronalda Ronda Ronica Ronna Ronni Ronnica Ronnie Ronny Roobbie Rora Rori Rorie Rory Ros Rosa Rosabel Rosabella Rosabelle Rosaleen Rosalia Rosalie Rosalind Rosalinda Rosalinde Rosaline Rosalyn Rosalynd Rosamond Rosamund Rosana Rosanna Rosanne Rosario Rose Roseann Roseanna Roseanne Roselia Roselin Roseline Rosella Roselle Roselyn Rosemaria Rosemarie Rosemary Rosemonde Rosene Rosetta Rosette Roshelle Rosie Rosina Rosita Roslyn Rosmunda Rosy Row Rowe Rowena Roxana Roxane Roxanna Roxanne Roxi Roxie Roxine Roxy Roz Rozalie Rozalin Rozamond Rozanna Rozanne Roze Rozele Rozella Rozelle Rozina Rubetta Rubi Rubia Rubie Rubina Ruby Ruella Ruperta Ruth Ruthann Ruthanne Ruthe Ruthi Ruthie Ruthy Ryann Rycca Saba Sabina Sabine Sabra Sabrina Sacha Sada Sadella Sadie Sal Sallee Salli Sallie Sally Sallyann Sallyanne Salome Sam Samantha Samara Samaria Sammy Samuela Samuella Sande Sandi Sandie Sandra Sandy Sandye Sapphira Sapphire Sara Sara-Ann Saraann Sarah Sarajane Saree Sarena Sarene Sarette Sari Sarina Sarine Sarita Sascha Sasha Sashenka Saudra Saundra Savina Sayre Scarlet Scarlett Scotty Sean Seana Secunda Seka Sela Selena Selene Selestina Selia Selie Selina Selinda Seline Sella Selle Selma Sena Sephira Serena Serene Shaina Shaine Shalna Shalne Shamit Shana Shanda Shandee Shandie Shandra Shandy Shane Shani Shanie Shanna Shannah Shannen Shannon Shanon Shanta Shantee Shara Sharai Shari Sharia Sharie Sharity Sharl Sharla Sharleen Sharlene Sharline Sharna Sharon Sharona Sharra Sharron Sharyl Shaun Shauna Shawn Shawna Shawnee Shay Shayla Shaylah Shaylyn Shaylynn Shayna Shayne Shea Sheba Sheela Sheelagh Sheelah Sheena Sheeree Sheila Sheila-Kathryn Sheilah Sheilakathryn Shel Shela Shelagh Shelba Shelbi Shelby Shelia Shell Shelley Shelli Shellie Shelly Shena Sher Sheree Sheri Sherie Sheril Sherill Sherilyn Sherline Sherri Sherrie Sherry Sherye Sheryl Shilpa Shina Shir Shira Shirah Shirl Shirlee Shirleen Shirlene Shirley Shirline Shoshana Shoshanna Shoshie Siana Sianna Sib Sibbie Sibby Sibeal Sibel Sibella Sibelle Sibilla Sibley Sibyl Sibylla Sibylle Sidoney Sidonia Sidonnie Sigrid Sile Sileas Silva Silvana Silvia Silvie Simona Simone Simonette Simonne Sindee Sinead Siobhan Sioux Siouxie Sisely Sisile Sissie Sissy Sofia Sofie Solange Sondra Sonia Sonja Sonni Sonnie Sonnnie Sonny Sonya Sophey Sophi Sophia Sophie Sophronia Sorcha Sosanna Stace Stacee Stacey Staci Stacia Stacie Stacy Stafani Star Starla Starlene Starlin Starr Stefa Stefania Stefanie Steffane Steffi Steffie Stella Stepha Stephana Stephani Stephanie Stephannie Stephenie Stephi Stephie Stephine Stesha Stevana Stevena Stoddard Storey Storm Stormi Stormie Stormy Sue Sue-elle Suellen Sukey Suki Sula Sunny Sunshine Susan Susana Susanetta Susann Susanna Susannah Susanne Susette Susi Susie Sussi Susy Suzan Suzann Suzanna Suzanne Suzetta Suzette Suzi Suzie Suzy Suzzy Sybil Sybila Sybilla Sybille Sybyl Sydel Sydelle Sydney Sylvia Sylvie Tabatha Tabbatha Tabbi Tabbie Tabbitha Tabby Tabina Tabitha Taffy Talia Tallia Tallie Tally Talya Talyah Tamar Tamara Tamarah Tamarra Tamera Tami Tamiko Tamma Tammara Tammi Tammie Tammy Tamra Tana Tandi Tandie Tandy Tani Tania Tansy Tanya Tara Tarah Tarra Tarrah Taryn Tasha Tasia Tate Tatiana Tatiania Tatum Tawnya Tawsha Teane Ted Tedda Teddi Teddie Teddy Tedi Tedra Teena Tella Teodora Tera Teresa TeresaAnne Terese Teresina Teresita Teressa Teri Teriann Terina Terra Terri Terri-Jo Terrianne Terrie Terry Terrye Tersina Teryl Terza Tess Tessa Tessi Tessie Tessy Thalia Thea Theada Theadora Theda Thekla Thelma Theo Theodora Theodosia Theresa Theresa-Marie Therese Theresina Theresita Theressa Therine Thia Thomasa Thomasin Thomasina Thomasine Tia Tiana Tiena Tierney Tiertza Tiff Tiffani Tiffanie Tiffany Tiffi Tiffie Tiffy Tilda Tildi Tildie Tildy Tillie Tilly Tim Timi Timmi Timmie Timmy Timothea Tina Tine Tiphani Tiphanie Tiphany Tish Tisha Tobe Tobey Tobi Tobie Toby Tobye Toinette Toma Tomasina Tomasine Tomi Tomiko Tommi Tommie Tommy Toni Tonia Tonie Tony Tonya Tootsie Torey Tori Torie Torrie Tory Tova Tove Trace Tracee Tracey Traci Tracie Tracy Trenna Tresa Trescha Tressa Tricia Trina Trish Trisha Trista Trix Trixi Trixie Trixy Truda Trude Trudey Trudi Trudie Trudy Trula Tuesday Twila Twyla Tybi Tybie Tyne Ula Ulla Ulrica Ulrika Ulrike Umeko Una Ursa Ursala Ursola Ursula Ursulina Ursuline Uta Val Valaree Valaria Vale Valeda Valencia Valene Valenka Valentia Valentina Valentine Valera Valeria Valerie Valery Valerye Valida Valina Valli Vallie Vally Valma Valry Van Vanda Vanessa Vania Vanna Vanni Vannie Vanny Vanya Veda Velma Velvet Vena Venita Ventura Venus Vera Veradis Vere Verena Verene Veriee Verile Verina Verine Verla Verna Vernice Veronica Veronika Veronike Veronique Vi Vicki Vickie Vicky Victoria Vida Viki Vikki Vikkie Vikky Vilhelmina Vilma Vin Vina Vinita Vinni Vinnie Vinny Viola Violante Viole Violet Violetta Violette Virgie Virgina Virginia Virginie Vita Vitia Vitoria Vittoria Viv Viva Vivi Vivia Vivian Viviana Vivianna Vivianne Vivie Vivien Viviene Vivienne Viviyan Vivyan Vivyanne Vonni Vonnie Vonny Wallie Wallis Wally Waly Wanda Wandie Wandis Waneta Wenda Wendeline Wendi Wendie Wendy Wenona Wenonah Whitney Wileen Wilhelmina Wilhelmine Wilie Willa Willabella Willamina Willetta Willette Willi Willie Willow Willy Willyt Wilma Wilmette Wilona Wilone Wilow Windy Wini Winifred Winna Winnah Winne Winni Winnie Winnifred Winny Winona Winonah Wren Wrennie Wylma Wynn Wynne Wynnie Wynny Xaviera Xena Xenia Xylia Xylina Yalonda Yehudit Yelena Yetta Yettie Yetty Yevette Yoko Yolanda Yolande Yolane Yolanthe Yonina Yoshi Yoshiko Yovonnda Yvette Yvonne Zabrina Zahara Zandra Zaneta Zara Zarah Zaria Zarla Zea Zelda Zelma Zena Zenia Zia Zilvia Zita Zitella Zoe Zola Zonda Zondra Zonnya Zora Zorah Zorana Zorina Zorine Zsa Zsa Zsazsa Zulema Zuzana Mikako Kaari Gita Geeta Aamir Aaron Abbey Abbie Abbot Abbott Abby Abdel Abdul Abdulkarim Abdullah Abe Abel Abelard Abner Abraham Abram Ace Adair Adam Adams Addie Adger Aditya Adlai Adnan Adolf Adolfo Adolph Adolphe Adolpho Adolphus Adrian Adrick Adrien Agamemnon Aguinaldo Aguste Agustin Aharon Ahmad Ahmed Ahmet Ajai Ajay Al Alaa Alain Alan Alasdair Alastair Albatros Albert Alberto Albrecht Alden Aldis Aldo Aldric Aldrich Aldus Aldwin Alec Aleck Alejandro Aleks Aleksandrs Alessandro Alex Alexander Alexei Alexis Alf Alfie Alfonse Alfonso Alfonzo Alford Alfred Alfredo Algernon Ali Alic Alister Alix Allah Allan Allen Alley Allie Allin Allyn Alonso Alonzo Aloysius Alphonse Alphonso Alston Alton Alvin Alwin Amadeus Ambros Ambrose Ambrosi Ambrosio Ambrosius Amery Amory Amos Anatol Anatole Anatollo Anatoly Anders Andie Andonis Andre Andrea Andreas Andrej Andres Andrew Andrey Andri Andros Andrus Andrzej Andy Angel Angelico Angelo Angie Angus Ansel Ansell Anselm Anson Anthony Antin Antoine Anton Antone Antoni Antonin Antonino Antonio Antonius Antony Anurag Apollo Apostolos Aram Archibald Archibold Archie Archon Archy Arel Ari Arie Ariel Aristotle Arlo Armand Armando Armond Armstrong Arne Arnie Arnold Arnoldo Aron Arron Art Arther Arthur Artie Artur Arturo Arvie Arvin Arvind Arvy Ash Ashby Ashish Ashley Ashton Aub Aube Aubert Aubrey Augie August Augustin Augustine Augusto Augustus Austen Austin Ave Averell Averil Averill Avery Avi Avraham Avram Avrom Axel Aylmer Aziz Bailey Bailie Baillie Baily Baird Baldwin Bancroft Barbabas Barclay Bard Barde Barn Barnabas Barnabe Barnaby Barnard Barnebas Barnett Barney Barnie Barny Baron Barr Barret Barrett Barri Barrie Barris Barron Barry Bart Bartel Barth Barthel Bartholemy Bartholomeo Bartholomeus Bartholomew Bartie Bartlet Bartlett Bartolemo Bartolomei Bartolomeo Barton Barty Bary Basil Batholomew Baxter Bay Bayard Beale Bealle Bear Bearnard Beau Beaufort Beauregard Beck Bela Ben Benedict Bengt Benito Benjamen Benjamin Benji Benjie Benjy Benn Bennet Bennett Bennie Benny Benson Bentley Benton Beowulf Berchtold Berk Berke Berkeley Berkie Berkley Bernard Bernardo Bernd Bernhard Bernie Bert Bertie Bertram Bertrand Bharat Biff Bill Billie Billy Bing Binky Bishop Bjorn Bjorne Blaine Blair Blake Blare Blayne Bo Bob Bobbie Bobby Bogart Bogdan Boniface Boris Boyce Boyd Brad Braden Bradford Bradley Bradly Brady Brandon Brandy Brant Brendan Brent Bret Brett Brewer Brewster Brian Brice Briggs Brinkley Britt Brock Broddie Broddy Broderic Broderick Brodie Brody Bronson Brook Brooke Brooks Bruce Bruno Bryan Bryant Bryce Bryn Bryon Bubba Buck Bucky Bud Buddy Burgess Burke Burl Burnaby Burt Burton Buster Butch Butler Byram Byron Caesar Cain Cal Caldwell Caleb Calhoun Calvin Cam Cameron Cammy Carey Carl Carleigh Carlie Carlin Carlo Carlos Carlton Carlyle Carmine Carroll Carson Carsten Carter Cary Caryl Case Casey Caspar Casper Cass Cat Cecil Cesar Chad Chadd Chaddie Chaddy Chadwick Chaim Chalmers Chan Chance Chancey Chanderjit Chandler Chane Chariot Charles Charleton Charley Charlie Charlton Chas Chase Chaunce Chauncey Che Chelton Chen Chester Cheston Chet Chev Chevalier Chevy Chip Chris Chrissy Christ Christian Christiano Christie Christof Christofer Christoph Christophe Christopher Christorpher Christos Christy Chrisy Chuck Churchill Clair Claire Clancy Clarance Clare Clarence Clark Clarke Claude Claudio Claudius Claus Clay Clayborn Clayborne Claybourne Clayton Cleland Clem Clemens Clement Clemente Clemmie Cletus Cleveland Cliff Clifford Clifton Clint Clinten Clinton Clive Clyde Cob Cobb Cobbie Cobby Cody Colbert Cole Coleman Colin Collin Collins Conan Connie Connolly Connor Conrad Conroy Constantin Constantine Constantinos Conway Cooper Corbin Corby Corey Corky Cornelius Cornellis Corrie Cortese Corwin Cory Cosmo Costa Courtney Craig Crawford Creighton Cris Cristopher Curt Curtice Curtis Cy Cyril Cyrill Cyrille Cyrillus Cyrus Dabney Daffy Dale Dallas Dalton Damian Damien Damon Dan Dana Dane Dani Danie Daniel Dannie Danny Dante Darby Darcy Daren Darian Darien Darin Dario Darius Darrel Darrell Darren Darrick Darrin Darryl Darth Darwin Daryl Daryle Dave Davey David Davidde Davide Davidson Davie Davin Davis Davon Davoud Davy Dawson Dean Deane Del Delbert Dell Delmar Demetre Demetri Demetris Demetrius Demosthenis Denis Dennie Dennis Denny Derby Derek Derick Derk Derrek Derrick Derrin Derrol Derron Deryl Desmond Desmund Devin Devon Dewey Dewitt Dexter Dick Dickey Dickie Diego Dieter Dietrich Dillon Dimitri Dimitrios Dimitris Dimitrou Dimitry Dino Dion Dionis Dionysus Dirk Dmitri Dom Domenic Domenico Dominic Dominick Dominique Don Donal Donald Donn Donnie Donny Donovan Dorian Dory Doug Douggie Dougie Douglas Douglass Douglis Dov Doyle Drake Drew Dru Dryke Duane Dudley Duffie Duffy Dugan Duke Dunc Duncan Dunstan Durand Durant Durante Durward Dustin Dwain Dwaine Dwane Dwayne Dwight Dylan Dyson Earl Earle Easton Eben Ebeneser Ebenezer Eberhard Ed Eddie Eddy Edgar Edgardo Edie Edmond Edmund Edouard Edsel Eduard Eduardo Edward Edwin Efram Egbert Ehud Elbert Elden Eldon Eli Elias Elihu Elijah Eliot Eliott Elisha Elliot Elliott Ellis Ellsworth Ellwood Elmer Elmore Elnar Elric Elroy Elton Elvin Elvis Elwin Elwood Elwyn Ely Emanuel Emerson Emery Emil Emile Emilio Emmanuel Emmery Emmet Emmett Emmit Emmott Emmy Emory Ender Engelbart Engelbert Englebart Englebert Enoch Enrico Enrique Ephraim Ephram Ephrayim Ephrem Er Erasmus Erastus Erek Erhard Erhart Eric Erich Erick Erik Erin Erl Ernest Ernesto Ernie Ernst Erny Errol Ervin Erwin Esau Esme Esteban Ethan Ethelbert Ethelred Etienne Euclid Eugen Eugene Eustace Ev Evan Evelyn Everard Everett Ewan Ewart Ez Ezechiel Ezekiel Ezra Fabian Fabio Fairfax Farley Fazeel Federico Felice Felicio Felipe Felix Ferd Ferdie Ferdinand Ferdy Fergus Ferguson Ferinand Fernando Fidel Filbert Filip Filipe Filmore Finley Finn Fitz Fitzgerald Flem Fleming Flemming Fletch Fletcher Flin Flinn Flint Flipper Florian Floyd Flynn Fons Fonsie Fonz Fonzie Forbes Ford Forest Forester Forrest Forrester Forster Foster Fowler Fox Fran Francesco Francis Francisco Francois Frank Frankie Franklin Franklyn Franky Frans Franz Fraser Frazier Fred Freddie Freddy Frederic Frederich Frederick Frederico Frederik Fredric Fredrick Freeman Freemon Fremont French Friedric Friedrich Friedrick Fritz Fulton Fyodor Gabe Gabriel Gabriele Gabriell Gabriello Gail Gale Galen Gallagher Gamaliel Garcia Garcon Gardener Gardiner Gardner Garey Garfield Garfinkel Garold Garp Garret Garrett Garrot Garrott Garry Garth Garv Garvey Garvin Garvy Garwin Garwood Gary Gaspar Gasper Gaston Gav Gaven Gavin Gavriel Gay Gayle Gearard Gene Geo Geof Geoff Geoffrey Geoffry Georg George Georges Georgia Georgie Georgy Gerald Geraldo Gerard Gere Gerhard Gerhardt Geri Germaine Gerold Gerome Gerrard Gerri Gerrit Gerry Gershom Gershon Giacomo Gian Giancarlo Giavani Gibb Gideon Giff Giffard Giffer Giffie Gifford Giffy Gil Gilbert Gilberto Gilburt Giles Gill Gilles Ginger Gino Giordano Giorgi Giorgio Giovanne Giovanni Giraldo Giraud Giuseppe Glen Glenn Glynn Godard Godart Goddard Goddart Godfree Godfrey Godfry Godwin Gomer Gonzales Gonzalo Goober Goose Gordan Gordie Gordon Grace Grady Graehme Graeme Graham Graig Grant Granville Greg Gregg Greggory Gregor Gregorio Gregory Gretchen Griff Griffin Griffith Griswold Grove Grover Guido Guillaume Guillermo Gunner Gunter Gunther Gus Gustaf Gustav Gustave Gustavo Gustavus Guthrey Guthrie Guthry Guy Hadleigh Hadley Hadrian Hagan Hagen Hailey Hakeem Hakim Hal Hale Haleigh Haley Hall Hallam Halvard Ham Hamel Hamid Hamil Hamilton Hamish Hamlen Hamlet Hamlin Hammad Hamnet Han Hanan Hanford Hank Hannibal Hans Hans-Peter Hansel Hanson Harald Harcourt Hari Harlan Harland Harley Harlin Harman Harmon Harold Harris Harrison Harrold Harry Hart Hartley Hartwell Harv Harvard Harvey Harvie Harwell Hasheem Hashim Haskel Haskell Hassan Hastings Hasty Haven Hayden Haydon Hayes Hayward Haywood Hazel Heath Heathcliff Hebert Hector Heinrich Heinz Helmuth Henderson Hendrick Hendrik Henri Henrie Henrik Henrique Henry Herb Herbert Herbie Herby Hercule Hercules Herculie Herman Hermann Hermon Hermy Hernando Herold Herrick Herrmann Hersch Herschel Hersh Hershel Herve Hervey Hew Hewe Hewet Hewett Hewie Hewitt Heywood Hezekiah Higgins Hilary Hilbert Hill Hillard Hillary Hillel Hillery Hilliard Hilton Hiralal Hiram Hiro Hirsch Hobart Hodge Hogan Hollis Holly Homer Horace Horacio Horatio Horatius Horst Howard Howie Hoyt Hubert Hudson Huey Hugh Hugo Humbert Humphrey Hunt Hunter Huntington Huntlee Huntley Hurley Husain Husein Hussein Hy Hyatt Hyman Hymie Iago Iain Ian Ibrahim Ichabod Iggie Iggy Ignace Ignacio Ignacius Ignatius Ignaz Ignazio Igor Ike Ikey Immanuel Ingamar Ingelbert Ingemar Inglebert Ingmar Ingram Inigo Ira Irvin Irvine Irving Irwin Isa Isaac Isaak Isador Isadore Isaiah Ishmael Isidore Ismail Israel Istvan Ivan Ivor Izaak Izak Izzy Jabez Jack Jackie Jackson Jacob Jacques Jae Jaime Jake Jakob James Jameson Jamey Jamie Jan Janos Janus Jared Jarrett Jarvis Jason Jasper Javier Jay Jean Jean-Christophe Jean-Francois Jean-Lou Jean-Luc Jean-Marc Jean-Paul Jean-Pierre Jeb Jed Jedediah Jef Jeff Jefferey Jefferson Jeffery Jeffie Jeffrey Jeffry Jefry Jehu Jennings Jens Jephthah Jerald Jeramie Jere Jereme Jeremiah Jeremias Jeremie Jeremy Jermain Jermaine Jermayne Jerold Jerome Jeromy Jerri Jerrie Jerrold Jerrome Jerry Jervis Jerzy Jess Jesse Jessee Jessey Jessie Jesus Jeth Jethro Jim Jimbo Jimmie Jimmy Jo Joab Joachim Joao Joaquin Job Jock Jodi Jodie Jody Joe Joel Joey Johan Johann Johannes John John-David John-Patrick Johnathan Johnathon Johnnie Johnny Johny Jon Jonah Jonas Jonathan Jonathon Jonny Jordan Jordon Jordy Jorge Jory Jose Josef Joseph Josephus Josh Joshua Joshuah Josiah Jotham Juan Juanita Jud Judah Judas Judd Jude Judith Judson Judy Juergen Jule Jules Julian Julie Julio Julius Justin Justis Kaiser Kaleb Kalil Kalle Kalman Kalvin Kam Kane Kareem Karel Karim Karl Karsten Kaspar Keefe Keenan Keene Keil Keith Kellen Kelley Kelly Kelsey Kelvin Kelwin Ken Kendal Kendall Kendrick Kenn Kennedy Kenneth Kenny Kent Kenton Kenyon Kermie Kermit Kerry Kevan Kevin Kim Kimball Kimmo Kin Kincaid King Kingsley Kingsly Kingston Kip Kirby Kirk Kit Klaus Klee Knox Konrad Konstantin Kory Kostas Kraig Kris Krishna Kristian Kristopher Kristos Kurt Kurtis Kyle Laird Lamar Lambert Lamont Lance Lancelot Lane Langston Lanny Larry Lars Laurance Lauren Laurence Laurens Laurent Laurie Lawerence Lawrence Lawson Lawton Lay Layton Lazar Lazare Lazaro Lazarus Lazlo Lee Lefty Leif Leigh Leighton Leland Lem Lemar Lemmie Lemmy Lemuel Len Lenard Lennie Lenny Leo Leon Leonard Leonardo Leonerd Leonhard Leonid Leonidas Leopold Leroy Les Lesley Leslie Lester Lev Levi Levin Levon Levy Lew Lewis Lex Liam Lin Lincoln Lind Lindsay Lindsey Lindy Linoel Linus Lion Lionel Lionello Llewellyn Lloyd Locke Lockwood Logan Lon Lonnie Lonny Loren Lorenzo Lorne Lorrie Lothar Lou Louie Louis Lovell Lowell Lucas Luce Lucian Luciano Lucien Lucio Lucius Ludvig Ludwig Luigi Luis Lukas Luke Luther Lyle Lyn Lyndon Lynn Mac Mace Mack Mackenzie Maddie Maddy Madison Magnum Magnus Mahesh Mahmoud Mahmud Maison Major Malcolm Manfred Manish Manny Manuel Marc Marcel Marcello Marcellus Marcelo Marchall Marcio Marco Marcos Marcus Marietta Marilu Mario Marion Marius Mark Marko Markos Markus Marlin Marlo Marlon Marlow Marlowe Marmaduke Marsh Marshal Marshall Mart Martainn Marten Martie Martin Martino Marty Martyn Marv Marve Marven Marvin Marwin Mason Mateo Mathew Mathias Matias Matt Matteo Matthaeus Mattheus Matthew Matthias Matthieu Matthiew Matthus Mattias Mattie Matty Maurice Mauricio Maurie Maurise Maurits Mauritz Maury Max Maxfield Maxie Maxim Maximilian Maximilien Maxwell Mayer Maynard Maynord Mayor Mead Meade Meier Meir Mel Melvin Melvyn Menard Mendel Mendie Meredeth Meredith Merell Merill Merle Merlin Merrel Merrick Merril Merrill Merry Merv Mervin Merwin Meryl Meyer Mic Micah Michael Michail Michal Michale Micheal Micheil Michel Michele Mick Mickey Mickie Micky Miguel Mika Mikael Mike Mikel Mikey Mikhail Miles Millicent Milo Milt Milton Mischa Mitch Mitchael Mitchel Mitchell Moe Mohamad Mohamed Mohammad Mohammed Mohan Moise Moises Moishe Monroe Montague Monte Montgomery Monty Moore Mordecai Morgan Morlee Morley Morly Morrie Morris Morry Morse Mort Morten Mortie Mortimer Morton Morty Mose Moses Moshe Moss Muffin Mugsy Muhammad Munmro Munroe Murdoch Murdock Murphy Murray Mustafa Myke Myles Mylo Myron Nahum Napoleon Nat Natale Nate Nathan Nathanael Nathanial Nathaniel Nathanil Neal Neale Neall Nealon Nealson Nealy Ned Neddie Neddy Neel Neil Nels Nelsen Nelson Nero Neron Nester Nestor Nev Nevil Nevile Neville Nevin Nevins Newton Niall Niccolo Nicholas Nichole Nichols Nick Nickey Nickie Nickolas Nicky Nico Nicolas Niels Nigel Niki Nikita Nikki Nikolai Nikos Niles Nils Nilson Niven Noach Noah Noam Noble Noe Noel Nolan Noland Norbert Norm Norman Normand Normie Norris Northrop Northrup Norton Norwood Nunzio Obadiah Obadias Oberon Obie Octavius Odell Odie Odin Odysseus Olaf Olag Ole Oleg Olin Oliver Olivier Olle Ollie Omar Oral Oran Orazio Orbadiah Oren Orin Orion Orlando Orren Orrin Orson Orton Orville Osbert Osborn Osborne Osbourn Osbourne Oscar Osgood Osmond Osmund Ossie Oswald Oswell Otes Othello Otho Otis Otto Owen Ozzie Ozzy Pablo Pace Paco Paddie Paddy Padraig Page Paige Pail Palmer Paolo Park Parke Parker Parnell Parrnell Parry Parsifal Partha Pascal Pascale Pasquale Pat Pate Patel Paten Patin Paton Patric Patrice Patricio Patrick Patrik Patsy Pattie Patty Paul Paulo Pavel Pearce Pedro Peirce Pembroke Pen Penn Pennie Penny Penrod Pepe Pepillo Pepito Perceval Percival Percy Perry Pete Peter Petey Petr Peyter Peyton Phil Philbert Philip Phillip Phillipe Phillipp Phineas Phip Pierce Pierre Pierson Piet Pieter Pietro Piggy Pincas Pinchas Pincus Piotr Pip Plato Pooh Porter Poul Powell Praneetf Prasad Prasun Prent Prentice Prentiss Prescott Preston Price Prince Pryce Puff Purcell Putnam Pyotr Quent Quentin Quiggly Quigly Quigman Quill Quillan Quincey Quincy Quinlan Quinn Quint Quintin Quinton Quintus Rab Rabbi Rabi Rad Radcliffe Rafael Rafe Ragnar Raimund Rainer Raj Rajeev Raleigh Ralf Ralph Ram Ramesh Ramon Ramsay Ramsey Rand Randal Randall Randell Randi Randie Randolf Randolph Randy Ransell Ransom Raoul Raphael Raul Ravi Ravil Rawley Ray Raymond Raymund Raymundo Raynard Rayner Raynor Reagan Red Redford Redmond Reece Reed Rees Reese Reg Regan Regen Reggie Reggis Reggy Reginald Reginauld Reid Reilly Reinhard Reinhold Rem Remington Remus Renado Renaldo Renard Renato Renaud Renault Rene Reube Reuben Reuven Rex Rey Reynard Reynold Reynolds Reza Rhett Ric Ricard Ricardo Riccardo Rice Rich Richard Richardo Richie Richmond Richy Rick Rickard Rickey Ricki Rickie Ricky Rik Rikki Riley Rinaldo Ripley Ritch Ritchie Roarke Rob Robb Robbert Robbie Robert Roberto Robin Robinson Rochester Rock Rockwell Rocky Rod Rodd Roddie Roddy Roderic Roderich Roderick Roderigo Rodge Rodger Rodney Rodolfo Rodolph Rodolphe Rodrick Rodrigo Rodrique Rog Roger Rogers Roice Roland Rolando Rolf Rolfe Rolland Rollin Rollins Rollo Rolph Romain Roman Romeo Ron Ronald Ronen Roni Ronnie Ronny Roosevelt Rory Roscoe Ross Roth Rourke Rowland Roy Royal Royce Rube Ruben Rubin Ruby Rudd Ruddie Ruddy Rudie Rudiger Rudolf Rudolfo Rudolph Rudy Rudyard Rufe Rufus Rupert Ruperto Russ Russel Russell Rustie Rustin Rusty Rutger Rutherford Rutledge Rutter Ryan Sal Salem Salim Salman Salmon Salomo Salomon Salomone Salvador Salvatore Salvidor Sam Sammie Sammy Sampson Samson Samuel Samuele Sancho Sander Sanders Sanderson Sandor Sandro Sandy Sanford Sanson Sansone Sarge Sargent Sascha Sasha Saul Sauncho Saunder Saunders Saunderson Saundra Saw Sawyer Sawyere Sax Saxe Saxon Say Sayer Sayers Sayre Sayres Scarface Schroeder Schuyler Scot Scott Scotti Scottie Scotty Seamus Sean Sebastian Sebastiano Sebastien See Selby Selig Serge Sergeant Sergei Sergent Sergio Seth Seymour Shadow Shaine Shalom Shamus Shanan Shane Shannan Shannon Shaughn Shaun Shaw Shawn Shay Shayne Shea Sheff Sheffie Sheffield Sheffy Shelby Shelden Sheldon Shell Shelley Shelton Shem Shep Shepard Shepherd Sheppard Shepperd Sheridan Sherlock Sherlocke Sherman Sherwin Sherwood Sherwynd Shimon Shlomo Sholom Shorty Shurlock Shurlocke Shurwood Si Sibyl Sid Siddhartha Sidnee Sidney Siegfried Siffre Sig Sigfrid Sigfried Sigmund Silas Silvain Silvan Silvano Silvanus Silvester Silvio Sim Simeon Simmonds Simon Simone Sinclair Sinclare Sivert Siward Skell Skelly Skip Skipp Skipper Skippie Skippy Skipton Sky Skye Skylar Skyler Slade Slim Sloan Sloane Sly Smith Smitty Socrates Sol Sollie Solly Solomon Somerset Son Sonnie Sonny Sparky Spence Spencer Spense Spenser Spike Spiro Spiros Spud Srinivas Stacy Staffard Stafford Staford Stan Standford Stanfield Stanford Stanislaw Stanleigh Stanley Stanly Stanton Stanwood Stavros Stearn Stearne Stefan Stefano Steffen Stephan Stephanus Stephen Sterling Stern Sterne Steve Steven Stevie Stevy Stew Steward Stewart Stig Stillman Stillmann Sting Stinky Stirling Stu Stuart Sturgis Sullivan Sully Sumner Sunny Sutherland Sutton Sven Swen Syd Sydney Sylvan Sylvester Tab Tabb Tabbie Tabby Taber Tabor Tad Tadd Taddeo Taddeus Tadeas Tailor Tait Taite Talbert Talbot Tallie Tally Tam Tamas Tammie Tammy Tan Tann Tanner Tanney Tannie Tanny Tarrance Tarrant Tarzan Tate Taylor Teador Ted Tedd Teddie Teddy Tedie Tedman Tedmund Tedrick Temp Temple Templeton Teodoor Teodor Teodorico Teodoro Terence Terencio Terrance Terrel Terrell Terrence Terri Terrill Terry Thacher Thad Thaddeus Thaddius Thaddus Thadeus Thain Thaine Thane Tharen Thatch Thatcher Thaxter Thayne Thebault Thedric Thedrick Theo Theobald Theodor Theodore Theodoric Theophyllus Thibaud Thibaut Thom Thomas Thor Thorn Thorndike Thornie Thornton Thorny Thorpe Thorstein Thorsten Thorvald Thurstan Thurston Tibold Tiebold Tiebout Tiler Tim Timmie Timmy Timothee Timotheus Timothy Tirrell Tito Titos Titus Tobe Tobiah Tobias Tobie Tobin Tobit Toby Tod Todd Toddie Toddy Tom Tomas Tome Tomkin Tomlin Tommie Tommy Tonnie Tony Tore Torey Torin Torr Torrance Torre Torrence Torrey Torrin Torry Town Towney Townie Townsend Towny Trace Tracey Tracie Tracy Traver Travers Travis Tray Tre Tremain Tremaine Tremayne Trent Trenton Trev Trevar Trever Trevor Trey Trip Tristan Troy Truman Tuck Tucker Tuckie Tucky Tudor Tull Tulley Tully Turner Ty Tybalt Tye Tyler Tymon Tymothy Tynan Tyrone Tyrus Tyson Udale Udall Udell Ugo Ulberto Uli Ulick Ulises Ulric Ulrich Ulrick Ulysses Umberto Upton Urbain Urban Urbano Urbanus Uri Uriah Uriel Urson Vachel Vaclav Vail Val Valdemar Vale Valentin Valentine Van Vance Vasili Vasilis Vasily Vassili Vassily Vaughan Vaughn Venkat Verge Vergil Vern Verne Vernen Verney Vernon Vernor Vic Vick Victor Vijay Vilhelm Vin Vince Vincent Vincents Vinnie Vinny Vinod Virge Virgie Virgil Virgilio Vite Vito Vlad Vladamir Vladimir Voltaire Von Wade Wadsworth Wain Waine Wainwright Wait Waite Waiter Wake Wakefield Wald Waldemar Walden Waldo Waldon Waleed Walker Wallace Wallache Wallas Wallie Wallis Wally Walsh Walt Walter Walther Walton Wang Ward Warde Warden Ware Waring Warner Warren Wash Washington Wat Waverley Waverly Way Waylan Wayland Waylen Waylin Waylon Wayne Web Webb Weber Webster Weidar Weider Welbie Welby Welch Wells Welsh Wendall Wendel Wendell Werner Wes Wesley Weslie West Westbrook Westbrooke Westleigh Westley Weston Weylin Wheeler Whit Whitaker Whitby Whitman Whitney Whittaker Wiatt Wilber Wilbert Wilbur Wilburn Wilburt Wilden Wildon Wilek Wiley Wilfred Wilfrid Wilhelm Will Willard Willdon Willem Willey Willi William Willie Willis Willmott Willy Wilmar Wilmer Wilson Wilt Wilton Win Windham Winfield Winford Winfred Winifield Winn Winnie Winny Winslow Winston Winthrop Winton Wit Witold Wittie Witty Wojciech Wolf Wolfgang Wolfie Wolfram Wolfy Woochang Wood Woodie Woodman Woodrow Woody Worden Worth Worthington Worthy Wright Wyatan Wyatt Wye Wylie Wyn Wyndham Wynn Wynton Xavier Xenos Xerxes Xever Ximenes Ximenez Xymenes Yaakov Yacov Yale Yanaton Yance Yancey Yancy Yank Yankee Yard Yardley Yehudi Yigal Yule Yuri Yves Zach Zacharia Zachariah Zacharias Zacharie Zachary Zacherie Zachery Zack Zackariah Zak Zalman Zane Zared Zary Zeb Zebadiah Zebedee Zebulen Zebulon Zechariah Zed Zedekiah Zeke Zelig Zerk Zeus Zippy Zollie Zolly Zorro Rahul Shumeet Vibhu ================================================ FILE: week07_[recap]_rnn/seminar_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Generating names with recurrent neural networks\n", "\n", "This time you'll find yourself delving into the heart (and other intestines) of recurrent neural networks on a class of toy problems.\n", "\n", "Struggle to find a name for the variable? Let's see how you'll come up with a name for your son/daughter. Surely no human has expertize over what is a good child name, so let us train RNN instead;\n", "\n", "It's dangerous to go alone, take these:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys\n", "if 'google.colab' in sys.modules:\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/99ae2a3dae648428edbfc41fd10ed688e5365161/week07_%5Brecap%5D_rnn/names -O names" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Our data\n", "The dataset contains ~8k earthling names from different cultures, all in latin transcript.\n", "\n", "This notebook has been designed so as to allow you to quickly swap names for something similar: deep learning article titles, IKEA furniture, pokemon names, etc." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "start_token = \" \"\n", "\n", "with open(\"names\") as f:\n", " lines = f.read()[:-1].split('\\n')\n", " lines = [start_token + line for line in lines]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print ('n samples = ',len(lines))\n", "for x in lines[::1000]:\n", " print (x)\n", " \n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MAX_LENGTH = max(map(len, lines))\n", "print(\"max length =\", MAX_LENGTH)\n", "\n", "plt.title('Sequence length distribution')\n", "plt.hist(list(map(len, lines)),bins=25);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Text processing\n", "\n", "First we need next to collect a \"vocabulary\" of all unique tokens i.e. unique characters. We can then encode inputs as a sequence of character ids." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#all unique characters go here\n", "tokens = \n", "\n", "tokens = list(tokens)\n", "\n", "num_tokens = len(tokens)\n", "print ('num_tokens = ', num_tokens)\n", "\n", "assert 50 < num_tokens < 60, \"Names should contain within 50 and 60 unique tokens depending on encoding\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convert characters to integers\n", "\n", "Torch is built for crunching numbers, not strings. \n", "To train our neural network, we'll need to replace characters with their indices in tokens list.\n", "\n", "Let's compose a dictionary that does this mapping." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "token_to_id = its identifier (index in tokens list)>" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert len(tokens) == len(token_to_id), \"dictionaries must have same size\"\n", "\n", "for i in range(num_tokens):\n", " assert token_to_id[tokens[i]] == i, \"token identifier must be it's position in tokens list\"\n", "\n", "print(\"Seems alright!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def to_matrix(lines, max_len=None, pad=token_to_id[' '], dtype='int32', batch_first = True):\n", " \"\"\"Casts a list of names into rnn-digestable matrix\"\"\"\n", " \n", " max_len = max_len or max(map(len, lines))\n", " lines_ix = np.zeros([len(lines), max_len], dtype) + pad\n", "\n", " for i in range(len(lines)):\n", " line_ix = [token_to_id[c] for c in lines[i]]\n", " lines_ix[i, :len(line_ix)] = line_ix\n", " \n", " if not batch_first: # convert [batch, time] into [time, batch]\n", " lines_ix = np.transpose(lines_ix)\n", "\n", " return lines_ix" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#Example: cast 4 random names to matrices, pad with zeros\n", "print('\\n'.join(lines[::2000]))\n", "print(to_matrix(lines[::2000]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Recurrent neural network\n", "\n", "We can rewrite recurrent neural network as a consecutive application of dense layer to input $x_t$ and previous rnn state $h_t$. This is exactly what we're gonna do now.\n", "\n", "\n", "Since we're training a language model, there should also be:\n", "* An embedding layer that converts character id x_t to a vector.\n", "* An output layer that predicts probabilities of next phoneme" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch, torch.nn as nn\n", "import torch.nn.functional as F\n", "\n", "class CharRNNCell(nn.Module):\n", " \"\"\"\n", " Implement the scheme above as torch module\n", " \"\"\"\n", " def __init__(self, num_tokens=len(tokens), embedding_size=16, rnn_num_units=64):\n", " super(self.__class__,self).__init__()\n", " self.num_units = rnn_num_units\n", " \n", " self.embedding = nn.Embedding(num_tokens, embedding_size)\n", " self.rnn_update = nn.Linear(embedding_size + rnn_num_units, rnn_num_units)\n", " self.rnn_to_logits = nn.Linear(rnn_num_units, num_tokens)\n", " \n", " def forward(self, x, h_prev):\n", " \"\"\"\n", " This method computes h_next(x, h_prev) and log P(x_next | h_next)\n", " We'll call it repeatedly to produce the whole sequence.\n", " \n", " :param x: batch of character ids, int64[batch_size]\n", " :param h_prev: previous rnn hidden states, float32 matrix [batch, rnn_num_units]\n", " \"\"\"\n", " # get vector embedding of x\n", " x_emb = self.embedding(x)\n", " \n", " # compute next hidden state using self.rnn_update\n", " # hint: use torch.cat(..., dim=...) for concatenation\n", " h_next = \n", " \n", " h_next = torch.tanh(h_next)\n", " \n", " assert h_next.size() == h_prev.size()\n", " \n", " #compute logits for next character probs\n", " logits = \n", " \n", " return h_next, F.log_softmax(logits, -1)\n", " \n", " def initial_state(self, batch_size):\n", " \"\"\" return rnn state before it processes first input (aka h0) \"\"\"\n", " return torch.zeros(batch_size, self.num_units)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "char_rnn = CharRNNCell()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RNN loop\n", "\n", "Once we've defined a single RNN step, we can apply it in a loop to get predictions on each step." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def rnn_loop(char_rnn, batch_ix):\n", " \"\"\"\n", " Computes log P(next_character) for all time-steps in lines_ix\n", " :param lines_ix: an int32 matrix of shape [batch, time], output of to_matrix(lines)\n", " \"\"\"\n", " batch_size, max_length = batch_ix.size()\n", " hid_state = char_rnn.initial_state(batch_size)\n", " logprobs = []\n", "\n", " for x_t in batch_ix.transpose(0,1):\n", " hid_state, logp_next = char_rnn(x_t, hid_state) # <-- here we call your one-step code\n", " logprobs.append(logp_next)\n", " \n", " return torch.stack(logprobs, dim=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "batch_ix = to_matrix(lines[:5])\n", "batch_ix = torch.tensor(batch_ix, dtype=torch.int64)\n", "\n", "logp_seq = rnn_loop(char_rnn, batch_ix)\n", "\n", "assert torch.max(logp_seq).data.numpy() <= 0\n", "assert tuple(logp_seq.size()) == batch_ix.shape + (num_tokens,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Likelihood and gradients\n", "\n", "We can now train our neural network to minimize crossentropy (maximize log-likelihood) with the actual next tokens.\n", "\n", "To do so in a vectorized manner, we take `batch_ix[:, 1:]` - a matrix of token ids shifted i step to the left so i-th element is acutally the \"next token\" for i-th prediction" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "predictions_logp = logp_seq[:, :-1]\n", "actual_next_tokens = batch_ix[:, 1:]\n", "\n", "logp_next = torch.gather(predictions_logp, dim=2, index=actual_next_tokens[:,:,None])\n", "\n", "loss = -logp_next.mean()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "loss.backward()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for w in char_rnn.parameters():\n", " assert w.grad is not None and torch.max(torch.abs(w.grad)).data.numpy() != 0, \\\n", " \"Loss is not differentiable w.r.t. a weight with shape %s. Check forward method.\" % (w.size(),)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The training loop\n", "\n", "We train our char-rnn exactly the same way we train any deep learning model: by minibatch sgd.\n", "\n", "The only difference is that this time we sample strings, not images or sound." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from random import sample\n", "\n", "char_rnn = CharRNNCell()\n", "opt = torch.optim.Adam(char_rnn.parameters())\n", "history = []" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "for i in range(1000):\n", " batch_ix = to_matrix(sample(lines, 32), max_len=MAX_LENGTH)\n", " batch_ix = torch.tensor(batch_ix, dtype=torch.int64)\n", " \n", " logp_seq = rnn_loop(char_rnn, batch_ix)\n", " \n", " # compute loss\n", " \n", " \n", " loss = \n", " \n", " # train with backprop\n", " \n", " \n", " history.append(loss.data.numpy())\n", " if (i+1)%100==0:\n", " clear_output(True)\n", " plt.plot(history,label='loss')\n", " plt.legend()\n", " plt.show()\n", "\n", "assert np.mean(history[:10]) > np.mean(history[-10:]), \"RNN didn't converge.\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RNN: sampling\n", "Once we've trained our network a bit, let's get to actually generating stuff. \n", "All we need is the single rnn step function you have defined in `char_rnn.forward`." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def generate_sample(char_rnn, seed_phrase=' ', max_length=MAX_LENGTH, temperature=1.0):\n", " '''\n", " The function generates text given a phrase of length at least SEQ_LENGTH.\n", " :param seed_phrase: prefix characters. The RNN is asked to continue the phrase\n", " :param max_length: maximum output length, including seed_phrase\n", " :param temperature: coefficient for sampling. higher temperature produces more chaotic outputs,\n", " smaller temperature converges to the single most likely output\n", " '''\n", " \n", " x_sequence = [token_to_id[token] for token in seed_phrase]\n", " x_sequence = torch.tensor([x_sequence], dtype=torch.int64)\n", " hid_state = char_rnn.initial_state(batch_size=1)\n", " \n", " #feed the seed phrase, if any\n", " for i in range(len(seed_phrase) - 1):\n", " hid_state, _ = char_rnn(x_sequence[:, i], hid_state)\n", " \n", " #start generating\n", " for _ in range(max_length - len(seed_phrase)):\n", " hid_state, logp_next = char_rnn(x_sequence[:, -1], hid_state)\n", " p_next = F.softmax(logp_next / temperature, dim=-1).data.numpy()[0]\n", " \n", " # sample next token and push it back into x_sequence\n", " next_ix = np.random.choice(num_tokens,p=p_next)\n", " next_ix = torch.tensor([[next_ix]], dtype=torch.int64)\n", " x_sequence = torch.cat([x_sequence, next_ix], dim=1)\n", " \n", " return ''.join([tokens[ix] for ix in x_sequence.data.numpy()[0]])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for _ in range(10):\n", " print(generate_sample(char_rnn))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for _ in range(50):\n", " print(generate_sample(char_rnn, seed_phrase=' Trump'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Try it out!\n", "You've just implemented a recurrent language model that can be tasked with generating any kind of sequence, so there's plenty of data you can try it on:\n", "\n", "* Novels/poems/songs of your favorite author\n", "* News titles/clickbait titles\n", "* Source code of Linux or Tensorflow\n", "* Molecules in [smiles](https://en.wikipedia.org/wiki/Simplified_molecular-input_line-entry_system) format\n", "* Melody in notes/chords format\n", "* Ikea catalog titles\n", "* Pokemon names\n", "* Cards from Magic, the Gathering / Hearthstone\n", "\n", "If you're willing to give it a try, here's what you wanna look at:\n", "* Current data format is a sequence of lines, so a novel can be formatted as a list of sentences. Alternatively, you can change data preprocessing altogether.\n", "* While some datasets are readily available, others can only be scraped from the web. Try `Selenium` or `Scrapy` for that.\n", "* Make sure MAX_LENGTH is adjusted for longer datasets. There's also a bonus section about dynamic RNNs at the bottom.\n", "* More complex tasks require larger RNN architecture, try more neurons or several layers. It would also require more training iterations.\n", "* Long-term dependencies in music, novels or molecules are better handled with LSTM or GRU\n", "\n", "__Good hunting!__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### More seriously\n", "\n", "What we just did is a manual low-level implementation of RNN. While it's cool, i guess you won't like the idea of re-writing it from scratch on every occasion. \n", "\n", "As you might have guessed, torch has a solution for this. To be more specific, there are two options:\n", "* `nn.RNNCell(emb_size, rnn_num_units)` - implements a single step of RNN just like you did. Basically concat-linear-tanh\n", "* `nn.RNN(emb_size, rnn_num_units` - implements the whole rnn_loop for you.\n", "\n", "There's also `nn.LSTMCell` vs `nn.LSTM`, `nn.GRUCell` vs `nn.GRU`, etc. etc.\n", "\n", "In this example we'll rewrite the char_rnn and rnn_loop using high-level rnn API." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class CharRNNLoop(nn.Module):\n", " def __init__(self, num_tokens=num_tokens, emb_size=16, rnn_num_units=64):\n", " super(self.__class__, self).__init__()\n", " self.emb = nn.Embedding(num_tokens, emb_size)\n", " self.rnn = nn.RNN(emb_size, rnn_num_units, batch_first=True)\n", " self.hid_to_logits = nn.Linear(rnn_num_units, num_tokens)\n", " \n", " def forward(self, x):\n", " h_seq, _ = self.rnn(self.emb(x))\n", " next_logits = self.hid_to_logits(h_seq)\n", " next_logp = F.log_softmax(next_logits, dim=-1)\n", " return next_logp\n", " \n", "model = CharRNNLoop()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# the model applies over the whole sequence\n", "batch_ix = to_matrix(sample(lines, 32), max_len=MAX_LENGTH)\n", "batch_ix = torch.tensor(batch_ix, dtype=torch.int64)\n", "\n", "logp_seq = model(batch_ix)\n", "\n", "# compute loss. This time we use nll_loss with some duct tape\n", "loss = F.nll_loss(logp_seq[:, :-1].contiguous().view(-1, num_tokens), \n", " batch_ix[:, 1:].contiguous().view(-1))\n", "\n", "loss.backward()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here's another example" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch, torch.nn as nn\n", "import torch.nn.functional as F\n", "\n", "class CharLSTMCell(nn.Module):\n", " \"\"\"\n", " Implements something like CharRNNCell, but with LSTM\n", " \"\"\"\n", " def __init__(self, num_tokens=len(tokens), embedding_size=16, rnn_num_units=64):\n", " super(self.__class__,self).__init__()\n", " self.num_units = rnn_num_units\n", " self.emb = nn.Embedding(num_tokens, embedding_size)\n", " self.lstm = nn.LSTMCell(embedding_size, rnn_num_units)\n", " self.rnn_to_logits = nn.Linear(rnn_num_units, num_tokens)\n", " \n", " def forward(self, x, prev_state):\n", " (prev_h, prev_c) = prev_state\n", " (next_h, next_c) = self.lstm(self.emb(x), (prev_h, prev_c))\n", " logits = self.rnn_to_logits(next_h)\n", " \n", " return (next_h, next_c), F.log_softmax(logits, -1)\n", " \n", " def initial_state(self, batch_size):\n", " \"\"\" LSTM has two state variables, cell and hid \"\"\"\n", " return torch.zeros(batch_size, self.num_units), torch.zeros(batch_size, self.num_units)\n", " \n", "char_lstm = CharLSTMCell()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# the model applies over the whole sequence\n", "batch_ix = to_matrix(sample(lines, 32), max_len=MAX_LENGTH)\n", "batch_ix = torch.tensor(batch_ix, dtype=torch.int64)\n", "\n", "logp_seq = rnn_loop(char_lstm, batch_ix)\n", "\n", "# compute loss. This time we use nll_loss with some duct tape\n", "loss = F.nll_loss(logp_seq[:, :-1].contiguous().view(-1, num_tokens), \n", " batch_ix[:, 1:].contiguous().view(-1))\n", "\n", "loss.backward()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Bonus quest: __ implement a model that uses 2 LSTM layers (the second lstm uses the first as input) and train it on your data." ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week07_[recap]_rnn/seminar_tf.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Generating names with recurrent neural networks\n", "\n", "This time you'll find yourself delving into the heart (and other intestines) of recurrent neural networks on a class of toy problems.\n", "\n", "Struggle to find a name for the variable? Let's see how you'll come up with a name for your son/daughter. Surely no human has expertize over what is a good child name, so let us train RNN instead;\n", "\n", "It's dangerous to go alone, take these:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Our data\n", "The dataset contains ~8k earthling names from different cultures, all in latin transcript.\n", "\n", "This notebook has been designed so as to allow you to quickly swap names for something similar: deep learning article titles, IKEA furniture, pokemon names, etc." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "start_token = \" \"\n", "\n", "with open(\"names\") as f:\n", " lines = f.read()[:-1].split('\\n')\n", " lines = [start_token + name for name in lines]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print('n samples = ', len(lines))\n", "for x in lines[::1000]:\n", " print(x)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MAX_LENGTH = max(map(len, lines))\n", "print(\"max length =\", MAX_LENGTH)\n", "\n", "plt.title('Sequence length distribution')\n", "plt.hist(list(map(len, lines)), bins=25)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Text processing\n", "\n", "First we need next to collect a \"vocabulary\" of all unique tokens i.e. unique characters. We can then encode inputs as a sequence of character ids." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# get all unique characters from lines (including capital letters and symbols)\n", "tokens = \n", "\n", "tokens = list(tokens)\n", "\n", "n_tokens = len(tokens)\n", "print('n_tokens = ', n_tokens)\n", "\n", "assert 50 < n_tokens < 60" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Cast everything from symbols into identifiers\n", "\n", "Tensorflow string manipulation is a bit tricky, so we'll work around it. \n", "We'll feed our recurrent neural network with ids of characters from our dictionary.\n", "\n", "To create such dictionary, let's assign each character with it's index in tokens list." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# dictionary of symbol -> its identifier (index in tokens list)\n", "token_to_id = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert len(tokens) == len(token_to_id), \"dictionaries must have same size\"\n", "for i in range(n_tokens):\n", " assert token_to_id[tokens[i]\n", " ] == i, \"token identifier must be it's position in tokens list\"\n", "\n", "print(\"Seems alright!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def to_matrix(names, max_len=None, pad=token_to_id[' '], dtype='int32'):\n", " \"\"\"Casts a list of names into rnn-digestable matrix\"\"\"\n", " max_len = max_len or max(map(len, names))\n", " names_ix = np.zeros([len(names), max_len], dtype) + pad\n", "\n", " for i in range(len(names)):\n", " name_ix = list(map(token_to_id.get, names[i]))\n", " names_ix[i, :len(name_ix)] = name_ix\n", "\n", " return names_ix" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Example: cast 4 random names to matrices, pad with zeros\n", "print('\\n'.join(lines[::2000]))\n", "print(to_matrix(lines[::2000]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Recurrent neural network\n", "\n", "We can rewrite recurrent neural network as a consecutive application of dense layer to input $x_t$ and previous rnn state $h_t$. This is exactly what we're gonna do now.\n", "\n", "\n", "Since we're training a language model, there should also be:\n", "* An embedding layer that converts character id x_t to a vector.\n", "* An output layer that predicts probabilities of next token" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "import keras\n", "import keras.layers as L\n", "\n", "emb_size, rnn_size = 16, 64\n", "\n", "# an embedding layer that converts character ids into embeddings\n", "embed_x = L.Embedding(n_tokens, emb_size)\n", "\n", "# a dense layer that maps input and previous state to new hidden state, [x_t,h_t] -> h_t+1\n", "get_h_next = L.Dense(rnn_size, activation='tanh')\n", "\n", "# a dense layer that maps current hidden state to probabilities of characters [h_t+1]->P(x_t+1|h_t+1)\n", "get_probas = L.Dense(n_tokens, activation='softmax')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def rnn_one_step(x_t, h_t):\n", " \"\"\"\n", " Recurrent neural network step that produces next state and output\n", " given prev input and previous state.\n", " We'll call this method repeatedly to produce the whole sequence.\n", " :param x_t: token vector, int32[batch_size,]\n", " :param h_t: previous state matrix, float32[batch_size, rnn_size]\n", "\n", " Follow isntructions to complete the function.\n", " \"\"\"\n", " # 1. convert character id into embedding (use embed_x layer)\n", " x_t_emb = embed_x(tf.reshape(x_t, [-1, 1]))[:, 0]\n", "\n", " # 2. concatenate x _embedding_ and previous h state (over last axis)\n", " \n", "\n", " # 3. compute next state given h and x embedding\n", " \n", "\n", " # 4. get probabilities for language model P(x_next | h_next)\n", " \n", "\n", " return next_h, next_probas" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "input_sequence = tf.placeholder('int32', (None, MAX_LENGTH))\n", "batch_size = tf.shape(input_sequence)[0]\n", "\n", "# initial hidden state\n", "h0 = tf.zeros([batch_size, rnn_size])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# TEST: single rnn step\n", "h1, p_y1 = rnn_one_step(input_sequence[:, 0], h0)\n", "\n", "dummy_data = np.arange(MAX_LENGTH * 2).reshape([2, -1])\n", "sess = tf.InteractiveSession()\n", "sess.run(tf.global_variables_initializer())\n", "test_h1, test_p_y1 = sess.run([h1, p_y1], {input_sequence: dummy_data})\n", "\n", "assert test_h1.shape == (len(dummy_data), rnn_size)\n", "assert test_p_y1.shape == (\n", " len(dummy_data), n_tokens) and np.allclose(test_p_y1.sum(-1), 1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RNN loop\n", "\n", "Once rnn_one_step is ready, let's apply it in a loop over name characters to get predictions.\n", "\n", "Let's assume that all names are at most length-16 for now, so we can simply iterate over them in a for loop.\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "h_prev = h0\n", "predicted_probas = []\n", "\n", "for t in range(MAX_LENGTH):\n", " x_t = input_sequence[:, t]\n", "\n", " # Task: compute next token probas and next hidden state\n", " probas_next, h_next = \n", "\n", " # END OF YOUR CODE\n", "\n", " predicted_probas.append(probas_next)\n", " h_prev = h_next\n", "\n", "predicted_probas = tf.stack(predicted_probas, axis=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert predicted_probas.shape.as_list() == [None, MAX_LENGTH, n_tokens]\n", "assert h_prev.shape.as_list() == h0.shape.as_list()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## RNN: loss and gradients\n", "\n", "Let's gather a matrix of predictions for $P(x_{next}|h)$ and the corresponding correct answers.\n", "\n", "Our network can then be trained by minimizing crossentropy between predicted probabilities and those answers." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "predictions_matrix = predicted_probas[:, :-1]\n", "answers_matrix = tf.one_hot(input_sequence[:, 1:], n_tokens)\n", "\n", "print('predictions_matrix:', predictions_matrix.shape)\n", "print('answers_matrix:', predictions_matrix.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# define loss as categorical crossentropy. Mind that predictions are probabilities and NOT logits!\n", "loss = \n", "\n", "optimize = tf.train.AdamOptimizer().minimize(loss)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The training loop" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from random import sample\n", "sess.run(tf.global_variables_initializer())\n", "\n", "history = []" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in range(1000):\n", " batch = to_matrix(sample(lines, 32), max_len=MAX_LENGTH)\n", "\n", " loss_i, _ = sess.run([loss, optimize], {input_sequence: batch})\n", "\n", " history.append(loss_i)\n", " if (i+1) % 100 == 0:\n", " clear_output(True)\n", " plt.plot(history, label='loss')\n", " plt.legend()\n", " plt.show()\n", "\n", "assert np.mean(history[:10]) > np.mean(history[-10:]), \"RNN didn't converge.\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RNN: sampling\n", "Once we've trained our network a bit, let's get to actually generating stuff. All we need is the `rnn_one_step` function you have written above." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "x_t = tf.placeholder('int32', (None,))\n", "h_t = tf.Variable(np.zeros([1, rnn_size], 'float32'))\n", "\n", "next_h, next_probs = rnn_one_step(x_t, h_t)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def generate_sample(seed_phrase=' ', max_length=MAX_LENGTH):\n", " '''\n", " The function generates text given a phrase of length at least SEQ_LENGTH.\n", " :param seed_phrase: prefix characters. The RNN is asked to continue the phrase\n", " :param max_length: maximum output length, including seed_phrase\n", " :param temperature: coefficient for sampling. higher temperature produces more chaotic outputs,\n", " smaller temperature converges to the single most likely output\n", " '''\n", " x_sequence = [token_to_id[token] for token in seed_phrase]\n", " sess.run(tf.variables_initializer([h_t]))\n", "\n", " # feed the seed phrase, if any\n", " for ix in x_sequence[:-1]:\n", " sess.run(tf.assign(h_t, next_h), {x_t: [ix]})\n", "\n", " # start generating\n", " for _ in range(max_length-len(seed_phrase)):\n", " x_probs, _ = sess.run([next_probs, tf.assign(h_t, next_h)], {\n", " x_t: [x_sequence[-1]]})\n", " x_sequence.append(np.random.choice(n_tokens, p=x_probs[0]))\n", "\n", " return ''.join([tokens[ix] for ix in x_sequence])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for _ in range(10):\n", " print(generate_sample())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for _ in range(50):\n", " print(generate_sample(' Trump'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Try it out!\n", "You've just implemented a recurrent language model that can be tasked with generating any kind of sequence, so there's plenty of data you can try it on:\n", "\n", "* Novels/poems/songs of your favorite author\n", "* News titles/clickbait titles\n", "* Source code of Linux or Tensorflow\n", "* Molecules in [smiles](https://en.wikipedia.org/wiki/Simplified_molecular-input_line-entry_system) format\n", "* Melody in notes/chords format\n", "* Ikea catalog titles\n", "* Pokemon names\n", "* Cards from Magic, the Gathering / Hearthstone\n", "\n", "If you're willing to give it a try, here's what you wanna look at:\n", "* Current data format is a sequence of lines, so a novel can be formatted as a list of sentences. Alternatively, you can change data preprocessing altogether.\n", "* While some datasets are readily available, others can only be scraped from the web. Try `Selenium` or `Scrapy` for that.\n", "* Make sure MAX_LENGTH is adjusted for longer datasets. There's also a bonus section about dynamic RNNs at the bottom.\n", "* More complex tasks require larger RNN architecture, try more neurons or several layers. It would also require more training iterations.\n", "* Long-term dependencies in music, novels or molecules are better handled with LSTM or GRU\n", "\n", "__Good hunting!__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Coming next\n", "\n", "* The easy way to train recurrent neural networks in Keras\n", "* Other problems solved with RNNs: sequence classification, sequential labelling\n", "* LSTM, GRU, OMGWTF\n", "\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bonus level: dynamic RNNs\n", "\n", "Apart from keras, there's also a friendly tensorflow API for recurrent neural nets. It's based around the symbolic loop function (aka [scan](https://www.tensorflow.org/api_docs/python/tf/scan)).\n", "\n", "This interface allows for dynamic sequence length and comes with some pre-implemented architectures." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class CustomRNN(tf.nn.rnn_cell.BasicRNNCell):\n", " def call(self, input, state):\n", " return rnn_one_step(input[:, 0], state)\n", "\n", " @property\n", " def output_size(self):\n", " return n_tokens\n", "\n", "\n", "cell = CustomRNN(rnn_num_units)\n", "\n", "input_sequence = tf.placeholder('int32', (None, None))\n", "\n", "predicted_probas, last_state = tf.nn.dynamic_rnn(cell, input_sequence[:, :, None],\n", " time_major=False, dtype='float32')\n", "\n", "print predicted_probas.eval({input_sequence: to_matrix(names[:10], max_len=50)}).shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we never used MAX_LENGTH in the code above: TF will iterate over however many time-steps you gave it.\n", "\n", "You can also use the all the pre-implemented RNN cells:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for obj in dir(tf.nn.rnn_cell)+dir(tf.contrib.rnn):\n", " if obj.endswith('Cell'):\n", " print(obj)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "input_sequence = tf.placeholder('int32', (None, None))\n", "\n", "inputs_embedded = embed_x(input_sequence)\n", "\n", "cell = tf.nn.rnn_cell.LSTMCell(rnn_num_units)\n", "\n", "state_sequence, last_state = tf.nn.dynamic_rnn(\n", " cell, inputs_embedded, dtype='float32')\n", "\n", "print('LSTM visible states[batch, time, unit]:', state_sequence)" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week07_seq2seq/README.md ================================================ ## Materials * [Slides](https://yadi.sk/i/2oUkKL8m3UFFe8) * Our [lecture](https://yadi.sk/i/hmjUfKht3UNCSq) & [seminar](https://yadi.sk/i/dTkWTFNj3UNCTv) (russian) * English lectures * Lecture by Mohammad Norouzi - [cs294 video](https://www.youtube.com/watch?v=fZNyHoXgV7M&index=24&list=PLkFD6_40KJIwTmSbCv9OVJB3YaO4sFwkX) * Alternative lecture by Graham Neubig - [CMU nn4nlp video](https://www.youtube.com/watch?v=isxzsAelQX0) * Optional lecture on conversation systems - [video](https://www.youtube.com/watch?v=2tKNpzUvDc4 ) * Will hopefully record our lecture in english soon! * Self-critical sequence traning [original article](https://arxiv.org/abs/1612.00563) ## Practice [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week07_seq2seq/practice_torch.ipynb) As usual, go to practice_{your framework}.ipynb above and follow instructions from there. [PyTorch](./practice_torch.ipynb), [Tensorflow](./practice_tf.ipynb) ## More materials * An [awesome post](http://distill.pub/2016/augmented-rnns/) explaining attention and long-term memory models. * [BLEU](http://www.aclweb.org/anthology/P02-1040.pdf) and [CIDEr](https://arxiv.org/pdf/1411.5726.pdf) articles. * Image captioning * MSCOCO captioning [challenge](https://cocodataset.org/#captions-2015) * Captioning tutorial [notebook](https://github.com/yandexdataschool/Practical_DL/tree/980121c7b3147ed28a7c1360df5038d3432b8cc3/week07_seq2seq) * Other articles on reinforcement learning for natural language: * [task-oriented conversation system](https://arxiv.org/abs/1703.07055) * [generating dialogues](https://arxiv.org/abs/1606.01541) * [sequential adversarial networks](https://arxiv.org/abs/1609.05473) (a.k.a. SeqGAN) * A large overview for machine translation (touching on RL, including RL failures) - [arxiv](https://arxiv.org/abs/1609.08144) * How _not_ to evaluate conversation models - [arxiv](https://arxiv.org/abs/1603.08023) * Overview of other non-games applications ("that article again") - [arxiv](https://arxiv.org/abs/1701.07274) ================================================ FILE: week07_seq2seq/basic_model_tf.py ================================================ import tensorflow as tf import keras.layers as L # This code implements a single-GRU seq2seq model. You will have to improve it later in the assignment. # Note 1: when using several recurrent layers TF can mixed up the weights of different recurrent layers. # In that case, make sure you both create AND use each rnn/gru/lstm/custom layer in a unique variable scope # e.g. with tf.variable_scope("first_lstm"): new_cell, new_out = self.lstm_1(...) # with tf.variable_scope("second_lstm"): new_cell2, new_out2 = self.lstm_2(...) # Note 2: everything you need for decoding should be stored in model state (output list of both encode and decode) # e.g. for attention, you should store all encoder sequence and input mask # there in addition to lstm/gru states. class BasicTranslationModel: def __init__(self, name, inp_voc, out_voc, emb_size, hid_size,): self.name = name self.inp_voc = inp_voc self.out_voc = out_voc with tf.variable_scope(name): self.emb_inp = L.Embedding(len(inp_voc), emb_size) self.emb_out = L.Embedding(len(out_voc), emb_size) self.enc0 = tf.nn.rnn_cell.GRUCell(hid_size) self.dec_start = L.Dense(hid_size) self.dec0 = tf.nn.rnn_cell.GRUCell(hid_size) self.logits = L.Dense(len(out_voc)) # run on dummy output to .build all layers (and therefore create # weights) inp = tf.placeholder('int32', [None, None]) out = tf.placeholder('int32', [None, None]) h0 = self.encode(inp) h1 = self.decode(h0, out[:, 0]) # h2 = self.decode(h1,out[:,1]) etc. self.weights = tf.get_collection( tf.GraphKeys.TRAINABLE_VARIABLES, scope=name) def encode(self, inp, **flags): """ Takes symbolic input sequence, computes initial state :param inp: matrix of input tokens [batch, time] :return: a list of initial decoder state tensors """ inp_lengths = infer_length(inp, self.inp_voc.eos_ix) inp_emb = self.emb_inp(inp) _, enc_last = tf.nn.dynamic_rnn( self.enc0, inp_emb, sequence_length=inp_lengths, dtype=inp_emb.dtype) dec_start = self.dec_start(enc_last) return [dec_start] def decode(self, prev_state, prev_tokens, **flags): """ Takes previous decoder state and tokens, returns new state and logits :param prev_state: a list of previous decoder state tensors :param prev_tokens: previous output tokens, an int vector of [batch_size] :return: a list of next decoder state tensors, a tensor of logits [batch,n_tokens] """ [prev_dec] = prev_state prev_emb = self.emb_out(prev_tokens[:, None])[:, 0] new_dec_out, new_dec_state = self.dec0(prev_emb, prev_dec) output_logits = self.logits(new_dec_out) return [new_dec_state], output_logits def symbolic_score(self, inp, out, eps=1e-30, **flags): """ Takes symbolic int32 matrices of hebrew words and their english translations. Computes the log-probabilities of all possible english characters given english prefices and hebrew word. :param inp: input sequence, int32 matrix of shape [batch,time] :param out: output sequence, int32 matrix of shape [batch,time] :return: log-probabilities of all possible english characters of shape [bath,time,n_tokens] NOTE: log-probabilities time axis is synchronized with out In other words, logp are probabilities of __current__ output at each tick, not the next one therefore you can get likelihood as logprobas * tf.one_hot(out,n_tokens) """ first_state = self.encode(inp, **flags) batch_size = tf.shape(inp)[0] bos = tf.fill([batch_size], self.out_voc.bos_ix) first_logits = tf.log(tf.one_hot(bos, len(self.out_voc)) + eps) def step(blob, y_prev): h_prev = blob[:-1] h_new, logits = self.decode(h_prev, y_prev, **flags) return list(h_new) + [logits] results = tf.scan(step, initializer=list(first_state) + [first_logits], elems=tf.transpose(out)) # gather state and logits, each of shape [time,batch,...] states_seq, logits_seq = results[:-1], results[-1] # add initial state and logits logits_seq = tf.concat((first_logits[None], logits_seq), axis=0) # convert from [time,batch,...] to [batch,time,...] logits_seq = tf.transpose(logits_seq, [1, 0, 2]) return tf.nn.log_softmax(logits_seq) def symbolic_translate( self, inp, greedy=False, max_len=None, eps=1e-30, **flags): """ takes symbolic int32 matrix of hebrew words, produces output tokens sampled from the model and output log-probabilities for all possible tokens at each tick. :param inp: input sequence, int32 matrix of shape [batch,time] :param greedy: if greedy, takes token with highest probablity at each tick. Otherwise samples proportionally to probability. :param max_len: max length of output, defaults to 2 * input length :return: output tokens int32[batch,time] and log-probabilities of all tokens at each tick, [batch,time,n_tokens] """ first_state = self.encode(inp, **flags) batch_size = tf.shape(inp)[0] bos = tf.fill([batch_size], self.out_voc.bos_ix) first_logits = tf.log(tf.one_hot(bos, len(self.out_voc)) + eps) max_len = tf.reduce_max(tf.shape(inp)[1]) * 2 def step(blob, t): h_prev, y_prev = blob[:-2], blob[-1] h_new, logits = self.decode(h_prev, y_prev, **flags) y_new = ( tf.argmax(logits, axis=-1) if greedy else tf.multinomial(logits, 1)[:, 0] ) return list(h_new) + [logits, tf.cast(y_new, y_prev.dtype)] results = tf.scan( step, initializer=list(first_state) + [first_logits, bos], elems=[tf.range(max_len)], ) # gather state, logits and outs, each of shape [time,batch,...] states_seq, logits_seq, out_seq = ( results[:-2], results[-2], results[-1] ) # add initial state, logits and out logits_seq = tf.concat((first_logits[None], logits_seq), axis=0) out_seq = tf.concat((bos[None], out_seq), axis=0) states_seq = [ tf.concat((init[None], states), axis=0) for init, states in zip(first_state, states_seq) ] # convert from [time,batch,...] to [batch,time,...] logits_seq = tf.transpose(logits_seq, [1, 0, 2]) out_seq = tf.transpose(out_seq) states_seq = [ tf.transpose(states, [1, 0] + list(range(2, states.shape.ndims))) for states in states_seq ] return out_seq, tf.nn.log_softmax(logits_seq) ### Utility functions ### def initialize_uninitialized(sess=None): """ Initialize unitialized variables, doesn't affect those already initialized :param sess: in which session to initialize stuff. Defaults to tf.get_default_session() """ sess = sess or tf.get_default_session() global_vars = tf.global_variables() is_not_initialized = sess.run( [tf.is_variable_initialized(var) for var in global_vars] ) not_initialized_vars = [ v for (v, f) in zip(global_vars, is_not_initialized) if not f ] if len(not_initialized_vars): sess.run(tf.variables_initializer(not_initialized_vars)) def infer_length(seq, eos_ix, time_major=False, dtype=tf.int32): """ compute length given output indices and eos code :param seq: tf matrix [time,batch] if time_major else [batch,time] :param eos_ix: integer index of end-of-sentence token :returns: lengths, int32 vector of shape [batch] """ axis = 0 if time_major else 1 is_eos = tf.cast(tf.equal(seq, eos_ix), dtype) count_eos = tf.cumsum(is_eos, axis=axis, exclusive=True) lengths = tf.reduce_sum(tf.cast(tf.equal(count_eos, 0), dtype), axis=axis) return lengths def infer_mask(seq, eos_ix, time_major=False, dtype=tf.float32): """ compute mask given output indices and eos code :param seq: tf matrix [time,batch] if time_major else [batch,time] :param eos_ix: integer index of end-of-sentence token :returns: mask, float32 matrix with '0's and '1's of same shape as seq """ axis = 0 if time_major else 1 lengths = infer_length(seq, eos_ix, time_major=time_major) mask = tf.sequence_mask(lengths, maxlen=tf.shape(seq)[axis], dtype=dtype) if time_major: mask = tf.transpose(mask) return mask def select_values_over_last_axis(values, indices): """ Auxiliary function to select logits corresponding to chosen tokens. :param values: logits for all actions: float32[batch,tick,action] :param indices: action ids int32[batch,tick] :returns: values selected for the given actions: float[batch,tick] """ assert values.shape.ndims == 3 and indices.shape.ndims == 2 batch_size, seq_len = tf.shape(indices)[0], tf.shape(indices)[1] batch_i = tf.tile(tf.range(0, batch_size)[:, None], [1, seq_len]) time_i = tf.tile(tf.range(0, seq_len)[None, :], [batch_size, 1]) indices_nd = tf.stack([batch_i, time_i, indices], axis=-1) return tf.gather_nd(values, indices_nd) ================================================ FILE: week07_seq2seq/basic_model_torch.py ================================================ import torch import torch.nn as nn import torch.nn.functional as F # Note: unlike official PyTorch tutorial, this model doesn't process one sample at a time # because it's slow on GPU. Instead it uses masks just like ye olde Tensorflow. # it doesn't use torch.nn.utils.rnn.pack_paded_sequence because reasons. class BasicTranslationModel(nn.Module): def __init__(self, inp_voc, out_voc, emb_size, hid_size,): super(self.__class__, self).__init__() self.inp_voc = inp_voc self.out_voc = out_voc self.emb_inp = nn.Embedding(len(inp_voc), emb_size) self.emb_out = nn.Embedding(len(out_voc), emb_size) self.enc0 = nn.GRU(emb_size, hid_size, batch_first=True) self.dec_start = nn.Linear(hid_size, hid_size) self.dec0 = nn.GRUCell(emb_size, hid_size) self.logits = nn.Linear(hid_size, len(out_voc)) def encode(self, inp, **flags): """ Takes symbolic input sequence, computes initial state :param inp: input tokens, int64 vector of shape [batch] :return: a list of initial decoder state tensors """ inp_emb = self.emb_inp(inp) enc_seq, _ = self.enc0(inp_emb) # select last element w.r.t. mask end_index = infer_length(inp, self.inp_voc.eos_ix) end_index[end_index >= inp.shape[1]] = inp.shape[1] - 1 enc_last = enc_seq[range(0, enc_seq.shape[0]), end_index.detach(), :] dec_start = self.dec_start(enc_last) return [dec_start] def decode(self, prev_state, prev_tokens, **flags): """ Takes previous decoder state and tokens, returns new state and logits :param prev_state: a list of previous decoder state tensors :param prev_tokens: previous output tokens, an int vector of [batch_size] :return: a list of next decoder state tensors, a tensor of logits [batch,n_tokens] """ [prev_dec] = prev_state prev_emb = self.emb_out(prev_tokens) new_dec_state = self.dec0(prev_emb, prev_dec) output_logits = self.logits(new_dec_state) return [new_dec_state], output_logits def forward(self, inp, out, eps=1e-30, **flags): """ Takes symbolic int32 matrices of hebrew words and their english translations. Computes the log-probabilities of all possible english characters given english prefices and hebrew word. :param inp: input sequence, int32 matrix of shape [batch,time] :param out: output sequence, int32 matrix of shape [batch,time] :return: log-probabilities of all possible english characters of shape [bath,time,n_tokens] Note: log-probabilities time axis is synchronized with out In other words, logp are probabilities of __current__ output at each tick, not the next one therefore you can get likelihood as logprobas * tf.one_hot(out,n_tokens) """ device = next(self.parameters()).device batch_size = inp.shape[0] bos = torch.tensor( [self.out_voc.bos_ix] * batch_size, dtype=torch.long, device=device, ) logits_seq = [torch.log(to_one_hot(bos, len(self.out_voc)) + eps)] hid_state = self.encode(inp, **flags) for x_t in out.transpose(0, 1)[:-1]: hid_state, logits = self.decode(hid_state, x_t, **flags) logits_seq.append(logits) return F.log_softmax(torch.stack(logits_seq, dim=1), dim=-1) def translate(self, inp, greedy=False, max_len=None, eps=1e-30, **flags): """ takes symbolic int32 matrix of hebrew words, produces output tokens sampled from the model and output log-probabilities for all possible tokens at each tick. :param inp: input sequence, int32 matrix of shape [batch,time] :param greedy: if greedy, takes token with highest probablity at each tick. Otherwise samples proportionally to probability. :param max_len: max length of output, defaults to 2 * input length :return: output tokens int32[batch,time] and log-probabilities of all tokens at each tick, [batch,time,n_tokens] """ device = next(self.parameters()).device batch_size = inp.shape[0] bos = torch.tensor( [self.out_voc.bos_ix] * batch_size, dtype=torch.long, device=device, ) mask = torch.ones(batch_size, dtype=torch.uint8, device=device) logits_seq = [torch.log(to_one_hot(bos, len(self.out_voc)) + eps)] out_seq = [bos] hid_state = self.encode(inp, **flags) while True: hid_state, logits = self.decode(hid_state, out_seq[-1], **flags) if greedy: _, y_t = torch.max(logits, dim=-1) else: probs = F.softmax(logits, dim=-1) y_t = torch.multinomial(probs, 1)[:, 0] logits_seq.append(logits) out_seq.append(y_t) mask &= y_t != self.out_voc.eos_ix if not mask.any(): break if max_len and len(out_seq) >= max_len: break return ( torch.stack(out_seq, 1), F.log_softmax(torch.stack(logits_seq, 1), dim=-1), ) ### Utility functions ### def infer_mask( seq, eos_ix, batch_first=True, include_eos=True, dtype=torch.float): """ compute mask given output indices and eos code :param seq: tf matrix [time,batch] if batch_first else [batch,time] :param eos_ix: integer index of end-of-sentence token :param include_eos: if True, the time-step where eos first occurs is has mask = 1 :returns: mask, float32 matrix with '0's and '1's of same shape as seq """ assert seq.dim() == 2 is_eos = (seq == eos_ix).to(dtype=torch.float) if include_eos: if batch_first: is_eos = torch.cat((is_eos[:, :1] * 0, is_eos[:, :-1]), dim=1) else: is_eos = torch.cat((is_eos[:1, :] * 0, is_eos[:-1, :]), dim=0) count_eos = torch.cumsum(is_eos, dim=1 if batch_first else 0) mask = count_eos == 0 return mask.to(dtype=dtype) def infer_length( seq, eos_ix, batch_first=True, include_eos=True, dtype=torch.long): """ compute length given output indices and eos code :param seq: tf matrix [time,batch] if time_major else [batch,time] :param eos_ix: integer index of end-of-sentence token :param include_eos: if True, the time-step where eos first occurs is has mask = 1 :returns: lengths, int32 vector of shape [batch] """ mask = infer_mask(seq, eos_ix, batch_first, include_eos, dtype) return torch.sum(mask, dim=1 if batch_first else 0) def to_one_hot(y, n_dims=None): """ Take integer y (tensor or variable) with n dims and convert it to 1-hot representation with n+1 dims. """ y_tensor = y.data y_tensor = y_tensor.to(dtype=torch.long).view(-1, 1) n_dims = n_dims if n_dims is not None else int(torch.max(y_tensor)) + 1 y_one_hot = torch.zeros( y_tensor.size()[0], n_dims, device=y.device, ).scatter_(1, y_tensor, 1) y_one_hot = y_one_hot.view(*y.shape, -1) return y_one_hot ================================================ FILE: week07_seq2seq/bonus_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Week8 bonus descriptions\n", "\n", "Here are some cool mini-projects you can try to dive deeper into the topic.\n", "\n", "## More metrics: BLEU (5+ pts)\n", "\n", "Pick BLEU or any other relevant metric, e.g. BLEU (e.g. from `nltk.bleu_score`).\n", "* Train model to maximize BLEU directly\n", "* How does levenshtein behave when maximizing BLEU and vice versa?\n", "* Compare this with how they behave when optimizing likelihood. \n", "\n", "(use default parameters for bleu: 4-gram, uniform weights)\n", "\n", "## Actor-critic (5+++ pts)\n", "\n", "While self-critical training provides a large reduction of gradient variance, it has a few drawbacks:\n", "- It requires a lot of additional computation during training\n", "- It doesn't adjust V(s) between decoder steps. (one value per sequence)\n", "\n", "There's a more general way of doing the same thing: learned baselines, also known as __advantage actor-critic__.\n", "\n", "There are two main ways to apply that:\n", "- __naive way__: compute V(s) once per training example.\n", " - This only requires additional 1-unit linear dense layer that grows out of encoder, estimating V(s)\n", " - (implement this to get main points)\n", "- __every step__: compute V(s) on each decoder step\n", " - Again it's just an 1-unit dense layer (no nonlinearity), but this time it's inside decoder recurrence.\n", " - (+3 pts additional for this guy)\n", "\n", "In both cases, you should train V(s) to minimize squared error $(V(s) - R(s,a))^2$ with R being actual levenshtein.\n", "You can then use $ A(s,a) = (R(s,a) - const(V(s))) $ for policy gradient.\n", "\n", "There's also one particularly interesting approach (+5 additional pts):\n", "- __combining SCST and actor-critic__:\n", " - compute baseline $V(s)$ via self-critical sequence training (just like in main assignment)\n", " - learn correction $ C(s,a_{:t}) = R(s,a) - V(s) $ by minimizing $(R(s,a) - V(s) - C(s,a_{:t}))^2 $\n", " - use $ A(s,a_{:t}) = R(s,a) - V(s) - const(C(s,a_{:t})) $\n", "\n", "\n", "\n", "## Implement attention (5+++ pts)\n", "\n", "Some seq2seq tasks can benefit from the attention mechanism. In addition to taking the _last_ time-step of encoder hidden state, we can allow decoder to peek on any time-step of his choice.\n", "\n", "![img](https://xiandong79.github.io/downloads/nmt-model-fast.gif)\n", "\n", "\n", "#### Recommended steps:\n", "__1)__ Modify encoder-decoder\n", "\n", "Learn to feed the entire encoder into the decoder. You can do so by sending encoder rnn sequences directly into decoder (make sure there's no `only_return_final=True` for encoder rnn layer).\n", "\n", "```\n", "class encoder:\n", " ...\n", " enc_sequences, (h, c) = self.lstm(x)\n", " ...\n", " \n", "class decoder: \n", " ...\n", " attention_applied = self.attn_layer(enc_sequences)\n", " h, c = self.lstm_decoder(prev_emb, (attention_applied, c))\n", " ...\n", " \n", "```\n", " \n", "\n", "For starters, you can take it's last tick (via SliceLayer) inside the decoder step and feed it as input to make sure it works.\n", "\n", "__2)__ Implement attention mechanism\n", "\n", "Next thing we'll need is to implement the math of attention.\n", "\n", "The simplest way to do so is to write a special layer. We gave you a prototype and some tests below.\n", "\n", "__3)__ Use attention inside decoder\n", "\n", "That's almost it! Now use `AttentionLayer` inside the decoder and feed it to back to lstm/gru/rnn (see code demo below).\n", "\n", "Train the full network just like you did before attention.\n", "\n", "__More points__ will be awwarded for comparing learning results of attention Vs no attention.\n", "\n", "__Bonus bonus:__ visualize attention vectors (>= +3 points)\n", "\n", "The best way to make sure your attention actually works is to visualize it.\n", "\n", "A simple way to do so is to obtain attention vectors from each tick (values __right after softmax__, not the layer outputs) and drawing those as images.\n", "\n", "#### step-by-step guide:\n", "\n", "- compute scores between $h_{e, j}^i$ and $h_{d}^i$ $\\forall j = 1, ... , \\text{len(enc_seq)}$, where i -- number of decoder step\n", "- apply softmax to scores and get weight for each vector\n", "- obtain attention vector using enc_seq and weights\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class AttentionLayer(nn.Module):\n", " def __init__(self, hidden_size, output_size):\n", " super(self.__class__, self).__init__()\n", " self.attn = nn.Linear(hidden_size * 2, output_size)\n", "\n", " \n", " def forward(self, enc_seq, decoder_state): \n", " scores = # your code here\n", " alphas = F.softmax(\n", " # your code here\n", " )\n", " attn_combined = # your code here\n", " return attn_combined" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# demo code\n", "batch_size = 32\n", "hidden_size = 256\n", "seq_len = 41\n", "dec_h_prev = torch.rand((batch_size, hidden_size))\n", "enc_sequences = torch.rand((batch_size, seq_len, hidden_size))\n", "\n", "attention = AttentionLayer(hidden_size, hidden_size)\n", "\n", "# sanity check\n", "demo_output = attention(enc_sequences, dec_h_prev)\n", "print('actual shape:', demo_output.shape)\n", "assert demo_output.shape == (32, 256)\n", "assert np.all(np.isfinite(demo_output.detach().cpu().numpy()))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week07_seq2seq/he-pron-wiktionary.txt ================================================ אֵב ev אַבָּא aba אָבֹב avov אֲבַגְתָא avagta אָבַד avad אָבֵד aved אִבֵּד ibed אֲבֵדָה aveda אֲבַדּוֹן avadon אָבְדָּן ovdan אָבְדָּנִי ovdani אָבָה ava אָבוּד avud אִבּוּד ibud אֵבוּז evuz אֲבוֹי avoy אִבּוּל ibul אֶבוֹלוּצְיָה evolutzya אִבּוּלִים ibulim אֵבוּס evus אֲבוּקָה avuka אָבוֹת avot אֲבוֹתֵיכֶם avotechem אַבְזָקָא avzaka אַבְזָקָה avzaka אַבְזָקַת avzakat אַבְזָר avzar אִבְזֵר ivzer אֻבְזַר uvzar אִבְחָה ivkha אִבְחוּן ivkhun אִבְחֵן ivkhen אֻבְחַן uvkhan אֶבְטַח evtakh אִבְטֵחַ iveakh אִבְטֵחַ ivteakh אֻבְטַח uvtakh אֲבַטִּיחַ avatiakh אַבְטִיחַ avtiakh אֲבַטִּיחִים avatikhim אַב־טִיפּוּס av tipus אַבְטָלָה avtala אָבִי avi אֲבִי avi אָבִי avi אָבִיב aviv אָבִּיגָ'אן abidjan אֲבִיגַיִל avigayil אֲבִיהֶן avihen אֲבִי הָעֶזְרִי avi haezri אֲבִיּוֹנָה aviyona אָבִיךְ avich אָבִיךָ avicha אַבִּיר abir אַבִּירִים abirim אֲבִישָׁלוֹם avishalom אֹבֶךְ ovekh אָבַל aval אֲבָל aval אֶבֶן even אַבְנֵט avnet אַבְנֵטִים avnetim אַבְנָן avnan אַבְנֵר avner אָבַס abas אַבְּסוּרְד absurd אֲבַעְבּוּעָה avabua אֲבַעְבּוּעוֹת רוּחַ avabuot ruakh אָבָץ avatz אָבָק avak אֶבֶק evek אַבְקָה avka אַבְקָן avkan אָבַר avar אֵבֶר ever אַבְרָהָם avraham אַבְרָם avram אַבְשָׁלוֹם avshalom אֲבֹתֵיכֶם avotechem אֲבֹתָם avotam אַגַּב agav אַגָּדָה aggadah אֲגֻדָּה aguda אֲגֻדַּת agudat אֲגוּדָל agudal אֱגוֹז egoz אֱגוֹז אֲדָמָה egoz adama אֲגוֹרָה agora אֲגַם agam אַגַּן יַם תִּיכוֹן agan yam tichon אַגָּס agas אַגָּסִים agasim אָגַר agar אֶגְרוֹל egrol אֶגרוֹף egrof אִגְרוּף igruf אִגְרוּף תַּיְלַנְדִּי igruf tailandi אִגֶּרֶת חוֹב igeret khov אֵד ed אֱדוֹם edom אָדוֹן adon אֲדוֹנֵי adone אֲדוֹנִי adoni אַדִּיר addir אֲדִישׁוּת adishut אדלשטיין edelshtein אָדָם adam אָדֹם adom אָדֹם adom אֹדֶם odem אֲדַמְדַּם adamdam אֲדָמָה adama אַדְמַת admat אֶדֶן eden אֲדֹנָי adonai אֲדֹנָי adonay אֲדֹנָי athonoy אֲדָר adar אֵדֶר eder אֶדֶר eder אַדְּרַבָּא adraba אַדְּרַבָּה adraba אַדְרִיכָל adrikhal אַדְרִיכָלוּת adrikhalut אַדֶּרֶת aderet אָדַשׁ adash אָהַב ahav אַהֲבָה ahava אָהוּב ahuv אֶהְיֶה ehye אָהַל ahal אָהָל ahal אִהֵל ihel אֹהֶל ohel אַהֲרֹן aharon אוֹ o אוֹבְּיֶקְטִיבִי obyektivi אוֹבָלִי ovali אוֹגוּסְט ogust אוֹגֵר oger אוּד ud אִוָּה iva אוֹהֵב ohev אוֹהָיוֹ ohayo אַוָּז avaz אוּזְבֶּקִית uzbekit אֲוָזוֹן avazon אוֹחַ oakh אוֹטוֹ oto אוֹטוֹבּוּס otobus אוֹטוֹבּוּסִים otobusim אוּטוֹפְּיָה utopiya אוֹטִיזְם otizm אוֹיֵב oyev אוֹי וַאֲבוֹי oy vaavoy אֲוִיר avir אֲוִירָה avira אֲוִירוֹן aviron אוֹכֵל‏ okhel אוּלַי ulai אוֹלִיגַרְךְ oligarkh אוֹלִימְפִּי olimpi אוּלָם ulam אוֹמֵן omen אוֹמֵר omer אוֹמְרִים omrim אוֹן on אוּנִיבֶרְסִיטָה universita אוֹנֵן onen אוֹנֵנה onena אוֹנָנוּת onanut אוננים unanim אוּנֶסכּ״וֹ unesko אוֹסְטְרָלִי ostrali אוֹסְטְרַלְיָה ostralya אוֹסְטְרָלִית ostralit אוֹפָה ofa אוֹפֶה ofe אוֹפּוֹזִיצְיָה opozitsya אוֹפְּטִימָלִי optimali אוֹפַן ofan אוֹפַנּוֹעַ ofanoa אוֹפַנּוֹעִים ofanoim אוֹפַנַּיִם ofanayim אוֹפַנִּים ofanim אוֹפּצִיָה optzia אוּץ uts אוֹצִיא otsi אוֹצָר otsar אוֹצֵר otser אוֹצְרוֹת otsrot אוֹקְטוֹבֶּר oktober אוֹקֵי okey אוֹקְיָנוֹס oqyanos אוֹקְיָנוֹס הַקֶּרַח הַצְּפוֹנִי okyanos hakerakh hatsfoni אוּקְרָאִינָה ukraina אוֹר or אוֹרְגַּזְמָה orgazma אוֹרְגַּזְמוֹת orgazmot אוֹרֶגָנוֹ oregano אוֹרְגָּנִי organi אוֹרְגָּנִיזְם organizm אוֹרְגָּנִיזַצְיָה organizatzya אוֹרָה ora אוֹרוֹן oron אוֹרֵז orez אוֹרֵחַ oreakh אוֹרִי ori אוּרִי uri אוֹרִיגָמִי origami אוּרִיָּה uriya אוּרָנוּס uranus אוּרַנְיוּם uranyum אוֹת ot אוֹתָהּ otah אוֹתוֹ oto אוֹתוֹת otot אוֹתִי oti אוֹתִיּוֹת otiyot אוֹתְךָ otkha אוֹתֶנְטִי otenti אוֹתֵת otet אָז az אֵזוֹר ezor אִזְכֵּר izker אֻזְכַּר uzkar אָזַל azal אָזְלַת יָד azlat yad אִזְמֵל izmel אֹזֶן ozen אַזְעָקָה azaka אֶזְרָח ezrakh אֶזְרָחוּת ezrakhut אֶזְרָחִי ezrakhi אָח akh אָח akh אֶחָד ekhad אִחֵד ikhed אֻחַד ukhad אַחַד עָשָׂר akhad asar אַחֲוָה akhava אָחוּז akhuz אֲחוּזִים akhuzim אִחוּר ikhur אָחוֹת akhot אָחַז akhaz אָחָז akhaz אַחְזָקָה akhzaka אֲחִי akhi אָחִי akhi אָחִיו achiv אֶחָיו echav אֲחָיוֹת akhayot אחייניות akhyaniyot אַחִים akhayim אַחְיָן akhyan אַחְיָנִית akhyanit אַחְלָמָה akhlama אַחַר achar אחר achar אַחֵר acher אִחֵר icher אַחֲרוֹן acharon אַחֵרוֹת akherot אַחֲרַי akharay אַחֲרֵי akhare אַחֲרָיוּת akharayut אַחֵרִים akherim אַחַר כָּךְ akhar kakh אַחַר־כָּךְ akhar-kakh אַחֶרֶת acheret אֲחַשְׁוֵרוֹשׁ akhashverosh אַחַת akhat אֲחֹתוֹ achoto אַחַת עֶשְׂרֵה akhat esre אַט at אַט אַט at at אָטוֹם atom אָטוּם atum אָטוֹמִי atomi אֵטִימוֹלוֹגְיָה etimologya אֵטִימוֹלוֹגְיוֹת etimologyot אִטְלִיז itliz אַטְמוֹסְפֶרָה atmosfera אִטְרִיָּה itriya ־ַאי -ai-ai-ay אֵי e אִי i ־אִי -iy אֵיבָר eivar אִידֵאָל ideal אִידִישׁ idish אִידִישָׁאִי idisai אַיָּה aya אַיָּה aya אַיֵּה aye אַיּוֹ ayo אִיּוֹב iyov אי־ודאות i-vadaut אִיּוּם iyum אִיזֶבֶל izevel אֵיזֶה eize אֵיזוֹ eizo אִיחוּד ikhud אִיטַלְיָה italiya אִיטַלְקִי italki אִיטַלְקִית italkit אִיִּים iyim אֵיךְ eykh אֵיכָה eikha אֵיכוּת eikhut אִיכְתִּיּוֹלוֹגְיָה ikhtiyolohiya אַיָּל ayal אַיִל ayil אֱיָל eyal אֱיָל eyal אֵילוּ eylu אֵילִים elim אִילָן ilan אִילָנוֹת ilanot אִילָנֵי ilane אֵילַת eilat אָיֹם ayom אִיֵּם iyem אִימוּנוֹלוֹגְיָה imunologia אֵימָתַי eimatay אַיִן ayin אֵין ein אֵין בְּעַד מָה ein bad ma אֵין דָּבָר הָעוֹמֵד בִּפְנֵי הָרָצוֹן ein davar haomed bfnei haratzon אֵין דִּין וְאֵין דַּיָּן ein din vein dayan אֵין דִּין וְאֵין דַּיָּן ein din vein dayan אֵין מַצָּב en matsav אֵין עָשָׁן בְּלִי אֵשׁ ein ashan bli esh אִינְדּוֹנֶזְיָה indonezya אִינְדּוֹנֶזִית indonezit אֵינָהּ einah אֵינוֹ eino אִי נוֹחוּת i-nokhut אִינְטֶלִיגֶנְטִי inteligenti אִינְטֶלִיגֶנְצְיָה inteligentsya אִינְטֶלִיגֶנְצְיָה מְלָאכוּתִית inteligentsya melakhutit אִינְטֶרְנֶט internet אֵינֵךְ einekh אֵינְךָ einkha אֵינָם einam אֵינָן einan אֵינְסוֹף einsof אֵינְסוֹפִי einsofi אִינְפוֹרְמַצְיָה informatsya אִינְפְלַצְיָה inflatsya אֵיפָה eifa אֵיפֹה eifo אִיָּר iyar אִירָאן iran אִירָאנִי irani אֵירוֹפָּה eiropa אִישׁ ish אִישׁוֹן ishon אִישּׁוּר ishur אִישִׁי ishi אִישִׁיּוּת ishiyut אִיֵּת iyet אֻיַּת uyat אֵיתָן etan אַךְ akh אַכַּד akad אַכַּדִּי akadi אַכַּדִּית akadit אִכְזֵב ikhzev אַכְזָבָה akhzava אַכְזָרִי achzari אָכַל akhal אִכֵּל ikel אֹכֶל okhel אֻכַּל ukal אֻכָּל ukal אָכְלָה okhla אֻכְלוּסִין ukhlusin אַל al אֵל el אֶל el אֶלָּא ela אָלְבּוּם album אָלְבּוּמִים albumim אַלְבָּנִי albani אַלְבַּנְיָה albanya אַלְבָּנִית albanit אֵלָה ela אֵלָה ela אֵלֶּה ele אֱלֹהַי elohai אֱלֹהֵיך eloheykh אֱלֹהֵיכֵם eloheykhem אֱלֹהִים elohim אֱלֹהֵינוּ eloheynu אֲלֵהֶם alehem אֵלָו elav אֵלּוּ elu אִלּוּ ilu אֱלוֹהַּ eloah אֱלוּל elul אָלוּמִינְיוּם aluminyum אַלּוֹן alon אַלּוּנְקָה alunka אַלּוּף aluf אִלּוּץ iluts אַלְטֶע זַאכֶן alte zakhen אֵלַי elay אֱלֵי ele אֱלִי eli אֵלִי eli אֻלַי ulay אֵלֶיהָ eleha אֵלִיָּהוּ eliyahu אֲלֵיהֶם alehem אֲלֵיהֶן alehen אֵלָיו elav אֵלַיִךְ elayikh אֲלֵיכֶם alechem אַלִּימוּת alimut אֱלִיעֶזֶר eliezer אֱלִישֶׁבַע elisheva אֵלֵךְ elech אֵלְכָה elchaattention אַלְכּוֹהוֹל alkohol אַלְכִּימְיָה alkimia אִלֵּם ilem אֻלָם ulam אַלְמוֹג almog אַלְמָן alman אַלְמָנָה almana אַלְמָנוֹת almanot אַלְמְנוּת almnut אֶלְעָד elad אֶלְעָזָר elazar אָלֶ״ף alef אָלֶף alef אֶלֶף elef אִלֵּף ilef אַלְפָא alfa אָלֶפְבֵּית alefbet אֲלָפִים alafim אֻלְפָּן ulpan אֶלֶקְטְרוֹן elektron אֱלֹקִים elokim אַל־רֵיחַ al-reakh אִלְתּוּר iltur אֵם em אִם im אֵם קְרִיאָה em kria אִמָּא imma אָמַד amad אַמָּה ama אָמָה ama אִמָּה ima אֻמָּה uma אַמְהָרִית amharit אִמּוֹ imo אֵמוּן emun אֱמוּנָה emuna אֱמוּנוֹת emunot אֱמוּנָתְךָ emunatkha אִמּוּץ imuts אָמוֹק amok אָמוֹרָא amora אֲמִירָה amira אָמֵן amen אָמָּן oman אֻמַּן uman אֻמָּן uman אַמְנוֹן amnon אַמְנוּן amnun אָמָּנוּת omanut אֻמָּנוּת umanut אָמָּנוּת הַבָּמָה omanut habama אָמָּנוּת מוֹדֶרְנִית omanut modernit אָמָּנוּת עַכְשָׁוִית omanut akhshavit אֱמֻנַת emunat אַמְסְטֶרְדָּם amsterdam אַמְפֶּר amper אָ‏מְפֵּ‏רְסָ‏נְד ampersand אֶמְפַּתְיָה empatia אִמֵּץ imets אֹמֶץ omets אֻמַּץ umats אָמַר amar אִמֵּר imer אֹמֶר omer אָמֶרִיקָאִי amerikai אָמֶרִיקָאִית amerikait אָמֶרִיקָה amerika אָמֶרִיקָנִי amerikani אָמֶרִיקָנִית amerikanit אֶמֶשׁ emesh אֱמֶת emet אֲמִתִּי amiti אָנָּא ana אָנָאלִי anali אַנְגְּלִי angli אַנְגְּלִיָּה angliya אַנְגְּלִית anglit אָנָּה ana אָנָה ana אָנוּ anu אָנוֹכִי anokhi אָנוֹכִיּוּת anochiyut אָנוֹנִימִי anonimi אָנוּס anus אָנוּס anus אִנּוּס inus אָנוּשׁ anush אֱנוֹשׁ enosh אֱנוֹשׁוּת enoshut אֱנוֹשִׁי enosh אֶנְזִים enziym אֲנַחְנוּ anakhnu אֶנְטוֹמוֹלוֹגְיָה entomologya אַנְטִי־ anti- אַנְטִיבְּיוֹטִיקָה antibyotika אַנְטִישֵׁמִי antishemi אַנְטֶנָה antena אַנְטְרֶקוֹט antrekot אֲנִי ani אֳנִיָּה oniya אֲנִי לֹא מְדַבֵּר אַנְגְּלִית ani lo medaber anglit אֲנִי לֹא מְדַבֵּר עִבְרִית ani lo medaber ivrit אֲנִי לֹא מְדַבֶּרֶת אַנְגְּלִית ani lo medaberet anglit אֲנִי לֹא מְדַבֶּרֶת עִבְרִית ani lo medaberet ivrit אֲנִי־עֶלְיוֹן ani-elyon אני צריך להזמין מונית ani tsarikh lehazmin monit אני צריך מפה ani tsarikh mapa m אני צריך מפה של העיר ani tsarikh mapa shel hair m אני צריכה מפה ani tsrikha mapa f אני צריכה מפה של העיר ani tsrikha mapa shel hair f אָנֹכִי anochi אָנֹכִי anokhi אנ׳לא anlo אָנָנָס ananas אַנָּס anas אָנַס anas אֹנֶס ones אֶנְצִיקְלוֹפֶּדְיָה entsiklopedya אֶנְצִיקְלוֹפֶּדְיוֹת entsiklopedyot אַנְשֵׁי anshe אֲנָשִׁים anashim אָסָא asa אָסוֹן ason אָסוּר asur אִסּוּר isur אֶסְטוֹנְיָה estonya אֶסְטוֹנִית estonit אַסְטְרוֹנוֹמְיָה astronomya אַסְטְרוֹפִיזִיקָה astrofiziqa אַסְטְרָטֶגְיָה astrategiya אַסְיָה asya אָסִימְפְּטוֹטָה asimptota אָסִיר asir אִסְלָאם islam אסלאם סוני islam suni אסלאם שיעי islam shii אִסְלָאמִי islami אַסְלָה asla אָסַף asaf אֹסֶף osef אֹסֶף osef אֲסֵפָה asefa אֶסְפָהָאן esfahan אַסְפִּירִין aspirin אֶסְפֶּרַנְטוֹ esperanto אָסְרָה asra אָסֻרָה asura אֱסָרָהּ esarah אֶסְתֵּר ester אַעֲלֶה aale אֶעֱלֶה eele אֶעֱשֶׂה eese אַף af אַף־עַל־פִּי af al pi אָפָה afa אפ׳חד afkhad אֶפְחַד efkhad אַפִּיפְיוֹר apifyor אֲפִיקוֹמָן afikoman אֲפִלּוּ afilu אַפְּלִיקַצְיָה aplikatsya אֹפֶן ofen אָפְנָה ofna אֶפֶס efes אָפָּצִ׳י apachi אַפְּצִ׳י apchi אֹפֶק ofek אָפְקִי ofki אָפְקִיּוּת ofkiyut אָפֹר afor אֵפֶר efer אֶפְרוֹחַ efroakh אַפְּרִיל april אֶפְרַיִם efrayim אַפְרִיקָה afrika אפרסקים afarsekim אֲפַרְפַּר afarpar אֶפְרָת efrat אֶפְשַׁר efshar אִפְשֵׁר ifsher אָפַּתְיָה apatia אָץ ats אֶצְבַּע etsba אֶצְבַּעוֹת etzbaot אַצָּה atsa אִצְטַדְיוֹן itstadyon אָצִיל atsil אַצִּיל atzil אֵצֶל etsel אֲצֻלָּה atsula אֶצְלוֹ etslo אֶצְלֵךְ etzlekh אֶצְלְךָ etzlkha אֶקְדָּח ekdakh אָקָדֶמְיָה akademya אֶקוֹלוֹגִי ekologi אֶקוֹלוֹגְיָה ekologya אָקוֹרְד akord אַקְלִים aklim אַקְסֵסוֹרִי aksesori אַקְשִׁיב akshiv אַרְאֶה are אֵרָאֶה erae אֶרְאֶה ere אָרַב arav אַרְבָּה arba אַרְבֶּה arbe אַרְבַּע arba אַרְבָּעָה arbaa אַרְבָּעִים arbaim אַרְבַּע עֶשְׂרֵה arba esre אַרְגּוֹן argon אִרְגּוּן irgun אַרְגָּמָן argaman אֲרוּחָה arukha אֲרוּחוֹת aruchot ארוחת ערב arukhat erev אָרוֹן aron אֲרוֹנוֹת aronot אָרוּס arus אֶרוֹס eros אֵרוּעַ erua אָרוּר arur אָרַז araz אֶרֶז erez אֹרֶז orez אֹרַח orakh אַרְטִישׁוֹק artishoq אֲרִי ari אֲרִיאֵל ariel אַרְיֵה arye אֲרָיוֹת arayot אָרִיקָה arika אָרֹךְ arokh אֹרֶךְ orekh אֹרֶךְ גַּל orekh gal אַרְכִיּוֹן arkhion אַרְכִיטֶקְטוּרָה arkhitektura אַרְכִיפֶּלָג arkhipelag אָרַכְנוֹפוֹבְּיָה arakhnofobya אֲרַם aram אַרְמוֹן armon אֲרַמִּי arami אֲרָמִית aramit אַרְמֶנִי armeni אַרְמֶנְיָה armenya ארמניות armeniyot אַרְמֶנִית armenit אֹרֶן oren אַרְנָב arnav אַרְנָק arnak אֶרֶס eres אֶרֶץ eretz אָרֻצָה arutsa אֶרְצֶה ertse אֲרָצוֹת aratzot אַרְצוֹת הַבְּרִית artsot habrit אַרְצִי artsi אָרַר arar אֵשׁ esh אַשְׁדּוֹד ashdod אִשָּׁה isha אִשָּׁה ishah אָשׁוּבָה ashuva אַשּׁוּר ashur אֶשֶׁךְ eshekh אֶשְׁכּוֹלִיוֹת eshkoliot אֶשְׁכּוֹלִית eshkolit אֶשְׁכֵּיִים eshkhayim אֲשָׁכִים ashakhim אַשְׁכְּנַזִּי ashkenazi אַשְׁלְגָן ashlegan אֶשְׁלָחֲךָ eshlachacha אַשְׁלָיָה ashlaya אַשְׁמָה ashma אֶשְׁמַע eshma אֶשְׁמֹר eshmor אַשְׁמֹרֶת ashmoret אַשְׁקְלוֹן ashklon אֲשֶׁר asher אָשֵׁר asher אִשֵּׁר isher אֹשֶׁר osher אֻשַּׁר ushar אַשְׁרַאי ashrai אֲשֵׁרָה ashera אַשְׁרָה ashra אִשְׁרֵר ishrer אֵשֶׁת eshet אֵשֶׁת אִישׁ eshet ish אִשְׁתּוֹ ishto אשתיק ashtik אֶשְׁתָּקַד eshtakad אַתְּ at אֵת et אֹת ot אַתֶּאִיְזם ateizm אֵת, אֶת־ et, et- אֶתְגָּר etgar אַתָּה ata אִתָּהּ itah אִתּוֹ ito אֹתוֹ oto אָתוֹן aton אֲתוֹנוֹת atonot אֹתוֹת otot אִתִּי iti אֶתְכֶם etchem אִתְּכֶם itchem אִתְּכֶם itkhem אִתְּכֶן itkhen אֲתֶּם atem אִתָּם itam אֶתְמוֹל etmol אַתֶּן aten אֶתֵּן eten אִתָּנוּ itanu אֶתְפַּשֵּׁט etpashet אֶתְרוֹג etrog אֶתְרוֹגִים etrogim אֹתֹת otot בְּ־ b- בָּא ba בֹּא bo בָּאג bag בָּאָה baa בָּאָה baa בֹּאָהּ boah בָּאוּ bau בָּאוּלִינְגּ bauling בָּאִים baim בָּא לְ־ ba le- בֶּאֱמֶת beemet בָּאסָה basa בָּא עַל הֶחָתוּם ba al hekhatum בֵּאֵר beer בְּאֵר ber בְּאֵר שֶׁבַע ber sheva בֻּבָּה buba בָּבֶל bavel בָּבְלִי bavli בַּג bag בָּגַד bagad בֶּגֶד beged בגד ים beged yam בְּגָדִים bgadim בָּגֶט baget בִּגְלַל biglal בִּגְלַל שֶׁ־ biglal she- בג״ץ b.g.ts. בַּגְרוּת bagrut בַּד bad בַּד bad בָּדָד badad בֻּדַּד budad בָּדָה bada בִּדֵּחַ bideakh בַּדְחָן badkhan בִּדְיוֹן bidyon בְּדִיּוּק bdiyuk בְּדִיחָה bdikha בְּדִיחוֹת bdichot בְּדִיעֲבַד bediavad בְּדִיקָה bdika בָּדַל badal בְּדָל bdal בִּדֵּל bidel בְּדֹלַח bdolakh בַּדְלָנוּת badlanut בָּדַק badak בָּהָאִי bahai בָּהִיר bahir בְּהִירָה behira בְּהִירוּת bhirut בְּהֶכְרֵחַ bhekhreakh ‎‎בָּהֶם bahem בְּהֵמָה behema בְּהֵמוֹת behemot בְּהַצְלָחָה bhatzlakha בְּהָקִיץ bhaqits בּוֹ bo בּוֹא bo בּוֹגוֹטָה bogota בּוֹדַד bodad בּוֹדֵד boded בּוֹלֵט bolet בּוּל עֵץ bul ets בּוּמֶרַנְג bumerang בוֹנוּס bonus בּוֹסְפּוֹרוּס bosporus בּוּעָה bua בּוֹקֵר boker בּוּקָרֶשְׂט bukarest בּוֹר bor בּוּר bur בוּר bur בּוֹרְבּוֹן borbon בּוֹר מַיִם bor mayim בּוּרְסָה bursa בּוּרֶקָס burekas בַּז baz בָּז baz בִּזְבֵּז bizbez בִּזְהִירוּת bizhirut בִּזְכוּת bizkhut בַּזֶּלֶת bazelet בָּחוּר bakhur בַּחוּרָה bakhura בְּחִילָה bchila בְּחִינָה bkhina בְּחִירָה bkhira בְּחִירוֹת bkhirot בְּחֶמְלָה bkhemlah בָּחַר bakhar בִּטֵּא bite בֻּטָּא buta בָּטוּחַ batuakh בִּטּוּחַ bituakh בִּטּוּי bitui בָּטַח batakh בֶּטַח betakh בִּטָּחוֹן bitakhon בִּטָּחוֹן עַצְמִי bitakhon atzmi בִּטְחוֹנִי bitkhoni בָּטָטָה batata בָּטַל batal בָּטֵל batel בִּטֵּל bitel בֻּטַּל butal בֶּטֶן beten בֹּטֶן boten בִּי bi בֵּיְגֶּל beigel בֵּיְגָּלֶה beigale בִּיג מֶק big mek בִּיג מֶקִים big mekim בִּידוּד bidud בִּיוֹ־ biyo- , bio- בִּיוֹטֶכְנוֹלוֹגְיָה biotekhnologya ביוטכנולוגיות biotekhnologyot ביוטכנולוגית biotekhnologyat בִּיוֹלוֹג biolog בִּיוֹלוֹגְיָה biologia בִּיּוֹמֶטְרִיָּה biyometriya בִּיּוֹמַסָּה biyomasa בְּיַחַד byakhad בִּיט bit בִּימָה bima בֵּין bein בִּינָה bina בִּינָה מְלָאכוּתִית bina melakhutit בִּינַת binat בֵּינְתַיִם beintayim, beinatayim בֵּיצָה betza בֵּיצִים beytsim בֵּיצֵפָר beitsefer בִּירָה bira בִּירָה bira בַּיְשָׁן bayshan בַּיִת bayit בֵּי״ת beyt בֵּית beyt בִּיֵּת biyet בֻּיַּת buyat בֵּיתָא beta בֵּית דִּין bet din בַּיְתָה bayta בֵּיתָה beta בֵּיתָהּ betah בֵּיתוֹ beto בֵּית־חוֹלִים beit-kholim בֵּית חֲרֹשֶׁת beit-kharoshet בֵּית־כְּנֶסֶת beit-kneset בֵּית לֶחֶם bet lekhem בית מלון beit malon בֵיתֵנוּ beitenu בֵּית סֵפֶר bet sefer בֵּית־קָפֶה beit-kafe בֵּית שֶׁמֶשׁ beyt shemesh בָּכָה bakha בִּכָּה bika בְּכַוָּנָה bkhavana בְּכוֹר bkhor בֶּכִי bekhi בַּכְיָן bakhyan בְּכָל אֹפֶן bkhol ofen בְּכָל זֹאת bkhol zot בִּכְלָל bikhlal בֶּכֶר bekher בִּכֵּר biker בְּכֹר bkhor בַּכְרִי bachri בִּכְרִי bichri בְּכֹרֶךָ bchorecha בְּלֹא blo בֵּלָארוּס belarus בִּלְבּוּל bilbul בִּלְבֵּל bilbel בֶּלְגְּיָה belgya בָּלָגָן balagan בָּלָה bala בִּלָּה bila בִּלְהָה bilha בְּלוֹג blog בַּלּוּט balut בַּלּוּטָה baluta בָּלוּי baluy בִּלּוּי biluy בָּלוֹן balon בָּלֵט balet בְּלִי bli בְּלִילָה blila בָּלַל balal בָּלַע bala בִּלֵּעַ bilea בַּלְקָנִי balkani בַּלָּשׁ balash בַּלְשָׁן balshan בִּלְשָׁן bilshan בַּלְשָׁנוּת balshanut בִּלְתִּי bilti ‎בָּם bam בַּמַּאי bamay בַּמְבּוּק bambuk בָּמָה bama בִּמְהִירוּת bimhirut בִּמְהֵרָה bimhera בְּמוֹ יָדָיו bmo yadav בַּמָּקוֹם bamakom בִּמְקוֹם bimqom בְּמֶשֶׁךְ bmeshekh ‎‎בָּן ban בָּן ban בֵּן ben בֶּן־זוֹנָה ben-zona בֶּן יִשְׂרָאֵל ben yisrael בֵּן פּוֹרָת יוֹסֵף ben porat yosef בֶּן תַּרְבּוּת ben tarbut בֶּן־תַּרְבּוּת ben tarbut בַּנַּאי banai בָּנָאלִי banali בְּנִגּוּד לְ־ bnigud l- בַּנְגְּלָדֶשׁ bangladesh בָּנָה bana בְּנָהּ bnah בַּנּוּ banu בָּנוּ banu בָּנוּ banu בְּנוֹ bno בְּנוּ bnu בָּנוֹת banot בֶּנזִין benzin בֶּנֶט benet בְּנֵי בְּרַק bnei brak בָּנָיו banav בְּנֵי יִשְׂרָאֵל bne yisrael בְּנֵיכֶם bnechem בָּנִים banim בִּנְיָמִין binyamin בְּנֵי מִצְוָה bne mitsva בִּנְיָן binyan בָּנָנָה banana בָּנָנוֹת bananot בַּנְק bank בַּנְק דָּם bank-dam בַּנְק מֶרְכָּזִי bank merkazi בְּנֹתָיו bnotav בְּנֹתֵיכֶם bnotechem בְּסֵדֶר bseder בְּסֵדֶר גָּמוּר bseder gamur בָּסִיס basis בְּסִיסֵי־ bsisei- בְּסִיסִי bsisi בְּעַד bad בְּעוֹד מוֹעֵד bod moed בָּעַט baat בְּעָיָה beaya בְּעִיטָה bita בְּעָיָתִי baayati בַּעַל baal בַּעַל baal בָּעַל baal בַּעַל דִּין baal din בַּעַל זְבוּב baal zvuv בַּעַל חַיִּים baal khayim בְּעָלִים balim בְּעֶצֶם־ betzem- בְּעֶצֶם betzem בַּעֲקִיפִין baakifin בְּעִקָּר bikar בַּעַר baar בָּעַר baar בִּעֵר bier בְּעֹר bor בִּפְנִים bifnim בִּצָּה bitza בָּצָל batsal בָּצֵק batsek בָּצֵק פָּרִיךְ batsek parikh בַּקְבּוּק bakbuk בִּקְבֵּק bikbek בַּקְטֶרְיוֹלוֹגְיָה bacteriologya בָּקָר baqar בִּקֵּר biqqer בֹּקֶר boker בֹּקֶר boqer בְּקָרוֹב bkarov בֹּקֶר טוֹב boker tov בְּקָרִים bkarim בִּקֹּרֶת biqoret בַּקְּרַת אַקְלִים bakarat aklim בִּקֵּשׁ bikesh בַּקָּשָׁה bakasha בַּקְּשׁוֹת־ bakshot- בַּקָּשׁוֹת bkakashot בַּקָּשַׁת־ bakashat בִּקַּשְׁתְּ bikasht בִּקַּשְׁתָּ bikashta בַּר bar בָּר bar בָּר bar בָּרָא bara בֵּרֵא bere בַּרְבּוּר barbur בֹּרֶג boreg בָּרָד barad בַּרְדְּלָס bardlas בַּרְוָז barvaz בַּרְוָז barvaz בַּרְוָזוֹן barvazon בְּרוּחַ הַזְּמַן bruach hazman בָּרוּךְ barukh בָּרוּךְ הַבָּא barukh haba בְּרוּכִים הַבָּאִים bruchim habaim בְּרוֹקוֹלִי brokoli בָּרוּר barur בֶּרֶז berez בְּרָזִיל brazil ברזים brazim בַּרְזֶל barzel בָּרַח barach בָּרִיא bari בְּרִיאָה bria בְּרִיאוּת briut בְּרִיאוּתִי briuti בְּרִיחַ briakh בְּרִיטַנְיָה britanya בֶּרִילְיוּם berilyum בְּרִית brit בְּרִיתוֹ brito בָּרַךְ barakh בֶּרֶךְ berekh בֵּרֵךְ berekh berakh בֵּרֵךְ berekh, berakh בֹּרַךְ borakh בֹּרַךְ borakh בְּרָכָה brakha בְּרֵכָה brekha בְּרָכָה אַחֲרוֹנָה brakha akharona בְּרָכָה רִאשׁוֹנָה brakha rishona בִּרְכּוֹן birkon בִּרְכוֹת birkhot בְּרָכוֹת brakhot בִּרְכַּיִים birkayim בִּרְכַּת birkat בֶּרְלִין berlin בְּרַם bram בַּר מִינַן bar minan בַּרְמֶן barmen בֶּרמַן berman בַּר מִצְוָה bar mitsva בָּרָק barak בְּרֶקְזִיט brekzit בְּרָקִים brakim בְּרֵרָה brera בֹּשׁ bosh בִּשְׁבִיל bishvil בִּשְׁבִילִי bishvili בְּשוּם אוֹפֶן bshum ofen בִּשֵּׁל bishel בְּשֶׁל bshel בשלושה דברים אדם ניכר: בכוסו, בכיסו, ובכעסו. bishlosha dvarim adam nikar bkhoso, bkhiso, uvkhaaso. בֹּשֶׂם bosem בָּשָׂר basar בִּשֵּׂר biser בָּשָׂר לָבָן basar lavan בַּת bat בְּתֵאָבוֹן bteavon בִּתּוֹ bito בְּתוֹךְ btokh בָּתוּל batul בְּתוּלָה betula בְּתוּלוֹת btulot בְּתוּלַת btulat בָּתֵּי־כְּנֶסֶת bate-kneset בָּתִּים batim בַּת יָם bat yam בַּת שֶׁבַע bat sheva גֵּאֶה gee גַּאֲוָה gaava גֵּאוֹמֶטְרְיָה geometrya גָּאוֹן gaon גָּאַל gaal גְּאֻלָּה gula גַּב gav גֵּב gev גַּבַּאי gabai גַּבָּה gaba גָּבָה gava גָּבַהּ gavah גָּבֹהַּ gavoah ג־ב־הּ g-b-h גִּבָּה giba גֹּבַהּ govah גְּבוּל gvul גְּבוּלוֹת gvulot גִּבּוֹר gibor גְּבִינָה gvina גְּבִינוֹת gvinot גָּבִיעַ gavia גָּבִישׁ gavish גָּבַל gaval גְּבַל gval גִּבְעָה giva גִּבְעוֹל givol גִּבְעָתַיִם‎ givatayim גָּבַר gavar גֶּבֶר gever גְּבַרְבַר gvarvar גַּבְרִי gavri גַּבְרִי gavri גַּבְרִיאֵל gavriel, gabriel גְּבָרִים gvarim גְּבִרְתִּי gvirti גְּבַרְתָּן gvartan גְּבַרְתֶּן gvarten גַּג gag גַּד gad גָּד gad גַּדָּא gada גָּדָה gada גָּדוֹל gadol גָּדוֹת gadot גְּדוֹת־ gdot- גְּדִי gdi גְּדִיָּה gediya גָּדַל gadal גָּדֹל gadol גִּדֵּל gidel גֹּדֶל godel גֶּדֶם gedem גִּדְעוֹן gidon גְּדֵרָה gdera גֵּו gev גּוֹ go גּוֹבָה gova גּוֹבֶה gove גּוֹי goi גְּוִיָּה gviya גּוֹיִים goyim גּוֹלָן golan גּוֹלְף golf גּוֹנֵב gonev גּוֹנְבוֹת gonvot גּוֹנְבִים gonvim גּוֹנֶבֶת gonevet גּוֹסְפֶּל gospel גּוּף guf גּוּפָה gufa גּוּפִים gufim גּוּץ guts ג׳וּק juk גּוּר gur גּוֹרָל goral גּוּשׁ gush גּוּשׁ דָּן gush dan גּוּשׁ עֶצְיוֹן gush etsyon גּוּשׁ קָטִיף gush katif גַּז gaz גֶ׳ז jez גִּזְבָּר gizbar גְּזוּזְטְרָה gzuztra גָּזַל gazal גֶּזַע geza גִּזְעָן gizean גָּזַר gazar גֶּזֶר gezer גִּזְרָה gizra גְּזֵרָה gzera גזרים gzarim גָּחוׂן gakhon גָּחוּן gakhun גֵּט get גִּטִּין gitin גַּיְא gay גִ׳יבְּרִישׁ jibrish גִּיגָבַּיְט gigabayt גִּיד הַנָּשֶׁה gid hanashe גֵּיהִנּוֹם geihinom גִּיּוּס giyus גִּיּוּר giyur גִיוֹרֶת giyoret גִּיחוֹן gikhon גִּיטָרָה gitara גִּיל gil גִּילָה gila גִּימֶ״ל gimel גִּימֶל gimel גִ׳ינְס jins גִּיס gis גִּיֵּס giyes גֻּיַּס guyas גִּיסָה gisa גִּיר gir גִּיֵּר giyer גִירִים girim גִּירִית girit גִ'ירָף jiraf גִ׳ירָפָה jirafa גִּישָׁה gisha גַּל gal גִּלְגּוּל gilgul גִּלְגּוּל gilgul גַּלְגַּל galgal גִּלְגָּל gilgal גִּלְגֵּל gilgel גַּלְגַּל הַצָּלָה galgal hatsala גַּלְגַּל שִׁנַּיִם galgal shinayim גַּלְגֶּלֶת galgelet גֻּלְגֹּלֶת gulgolet גָּלָה gala גִּלָּה gila גֻּלָּה gula גִּלּוּחַ giluakh גִּלּוּחַ giluakh גִּלּוּי giluy גְּלוּיָה gluya גִּלּוּיִים giluyim גְּלוּלָה glula גָּלוּת galut גַּלָּח galakh גִּלֵּחַ gileakh גַּל חֹם gal khom גְּלִידָה glida גְּלִידוֹת glidot גְּלִידַת glidat גָּלִיל galil גְּלִילָהּ glilah גָּלְיָת golyat גָּלַל galal גֹּלֶם golem גַּלְעֵד galed גִּלְעָד gilad גַּל־קוֹל gal-kol גָּלַקְסִיָה galaksia גַּלְשַׁן שֶׁלֶג galshan sheleg גַּם gam גם כן gam ken גָּמָא gama גִּמְגּוּם gimgum גַמָּד gamad גִּמֵּד gimed גַּמָּדִי gamadi גַּמָּדִית gamadit גַּמֶּדֶת gameded גְּמִילוּת חֲסָדִים gemilut hasadim גַּמָּל gamal גָּמָל gamal גַּמֶּלֶת gamelet גָּמַר gamar גַּן gan גֶּן gen גַּן־יְלָדִים gan yladim גַּן עֵדֶן gan eden גַּנָּב ganav גָּנַב ganav גָּנְבָה ganva גָּנְבוּ ganvu גָּנַבְנוּ ganavnu גָּנַבְתְּ ganavet גָּנַבְתָּ ganavta גָּנַבְתִּי ganavti גְּנַבְתֶּם ganavtem גְּנַבְתֶּן ganavten גִּנָּה gina גְּנוֹסְטִי gnosti גְּנוֹסְטִיקָה gnostiqa גְּנוֹסִיס gnosis גְּנָזִים gnazim גְּנִיזָה gniza גַּנִּים ganim גֶּנִים genim גַּנָּן ganan גָּנַן ganan גַּנֶּנֶת ganenet גֶּנֶרָל general גַּסְטְרוֹנוֹמִי gastronomi גַּעְגּוּעַ gagua גֶּפֶן gefen גַּפְרוּר gafrur גָּ׳קוּזִי djakuzi גֶ׳קְסוֹן jekson גָּר gar גֵּר ger גְּרָ״א gra גֶּרֶב gerev גַּרְבִּיוֹן garbiyon גַּרְבִּיוֹנִים garbiyonim גַּרְבַּיִם garbayim גָּרָה gara גָּרָה gara גֵּרָה gera גֵּרָה gera גְּרוּזְיָה gruzya גְּרוּזִינִית gruzinit גְּרוּטָאָה grutaa גָּרוֹן garon גְּרוֹנִי groni גֵּרוּשִׁין geirushin גַּרְזֶן garzen גֵּרִים gerim גְּרִיסָה grisa גָּרַם garam גֶּרְמָנִי germani גֶּרְמַנְיָה germanya גֶּרְמָנִית germanit גַּרְעִין garin גַּרְעִינֵי garine גַּרְעִינִי garini גַּרְעִינִים garinim גְּרָף graf גֵּרֵשׁ geiresh גֵּרֵשׁ geresh גֹּרַשׁ gorash גֵּרְשַׁיִם gershayim גֵּרְשֹׁם gershom גָּרַת garat גַּרְתְּ gart גַּרְתָּ garta גֵּרַת gerat גָּשׁוּם gashum גָּשׁוֹשׁ gashosh גֶּשֶׁם geshem גֻּשְׁפַּנְקָה gushpanka גֶּשֶׁר gesher גַּת gat גִּתִּית gitit ד״א d.a. דָּאַב daav דָּאַג daag דְּאָגָה daga דַּאֲגָן daagan דָּאָה daa דֹּאַר doar דֹּאַר אֶלֶקְטְרוֹנִי doar elektroni דֹּב dov דֻּבְדְּבָן duvdvan דִּבּוּר dibur דְּבוֹרָה dvora דָּבָר davar דֶּבֶר dever דִּבֵּר diber דֻּבַּר dubar דָּבָר אַחֵר davar acher דִּבְּרָה dibra דִּבְרֵי הַיָּמִים divrei hayamim דִּבְרֵי יְמֵי divre yme דְּבָרִים dvarim דְּבָרִים אֲחֵרִים dvarim acherim דַּבֶּרְךָ dabercha דְּבָרְךָ dvarcha דְּבַשׁ dvash דָּג dag דָּג dag דִּגְדֵּג digdeg דָּגִים dagim דֶּגֶל degel דִּגֵּל digel דֻּגְמָא dugma דֻּגְמָה dugma דָּגֵשׁ dages דַּד dad דָּהַר dahar דּוֹ do דּוּ du- דואר זבל doar-zevel דּוֹבֵר dover דּוֹגְמָה dogma דָּוִד david דּוֹד dod דּוּד dud דּוֹדָה doda דּוֹדִים dodim דּוּדִים dudim דִּוּוּר divur דּוֹלְפִין dolfin דּוֹלָר dolar דוּן dun דוֹסִי dosi דַּוְקָא davka דוֹקטוֹר doktor דַּוָּר davar דּוֹר dor דּוֹרוֹן doron דּוֹרוֹת dorot דּוֹרִית dorit דָּחָה dakha דַּחְלִיל dakhlil דֹּחַן dochan דַּחַף dakhaf דָּחַף dakhaf דַּי dai דֵּי dei דִּיאֵטָה dieta דַּיָּג dayag דַּיָּה daya דִּיוֹ diyo דְּיוֹ dyo דִּיּוּן diyun דִּיּוּנִים diyunim דְּיוֹתָא dyota דְּיוֹתָה dyota דַּיָּן dayan דִּין din דִּיסְק קָשִׁיח disk kashiakh דִיפְּלוֹמָטִי diplomati דִּיפְּלוֹמַטְיָה diplomatya דִּיקְטָטוּרָה diqtatura דִּיקָן dikan דִּירָה dira דִּכֵּא dike דֻּכָּא duka דָּלָה dala דְּלִי dli דָּלִיק dalik דְלעת dlaat דֶּלֶק delek דְּלֵקָה dleika דַּלֶּקֶת daleket דָּלֶ״ת dalet דָּלֶת dalet דֶּלֶת delet דֶּלְתָּא delta דֶּלְתּוֹת deltot דְּלָתוֹת dlatot דָּם dam דָּמָה dama דֶּמֶה deme דֵּמוֹקְרַטְיָה demokratya דְּמוּת dmut דָּמִים damim דִּמְיֵן dimyen דִּמֵּם dimem דְּמָמָה dmama דִּמְעָה dima דַּמֶּשֶׂק dammeseq דָּן dan דָּנִיֵּאל daniyel דֶּנְיִת denit דֶּנְמַרְק denmark דֵּעָה dea דַּעַת daat דַּף daf דַּפְדְּפָן dafdfan דַּפִּים dapim דָּפַק dafak דִּפְתָּר diftar דֵּצֶמְבֶּר detsember דַּק dak דִּקְדּוּק dikduk דַּקָּה daka דַּקָּה daka דְּקִירָה dkira דָּקֶל daqel דֶּקֶל deqel דְקָלִים dkalim דַּקָּר dakar דָּקַר dakar דֶּקֶר deker דַּר dar דָּר dar דֹּר dor ד״ר dr דַּרְבּוּקָה darbuka דֶּרֶג dereg דְּרַגְנוֹעַ dragnoa דָּרוֹם darom דְּרוֹר dror דָּרְיָוֶשׁ daryavesh דָּרַךְ darach דֶּרֶךְ derekh דֶּרֶךְ אֶרֶץ derech erets דַּרְכּוֹן darkon דַּרְכּוֹנִים darkonim דְּרָכִים drachim דַּרְקוֹן darkon דְּרָקוֹן drakon דָּרַשׁ darash ד־ר־שׁ d-r-sh דָּשָׁא dasha דֶּשֶׁא deshe דָּת dat דָּתִי dati ־ָה -a ־ָהּ -ah הֲ־ ha- הַ־ ha- הָא ha הֵ״א he הֵא he האו״ם hau.m. הָאוֹקְיָנוֹס הָאַטְלַנְטִי haokyanos haatlanti הָאוֹקְיָנוֹס הַדְרוֹמִי haokyanos hadromi הָאוֹקְיָנוֹס הַהׂדּי haokyanos hahodi הָאוֹקְיָנוֹס הַשָּׁקַט haokyanos hashaket הָאוֹר haor הֶאֱזִין heezin הָאֶזְרָח haezrakh הָאַחֵרוֹת haakherot הָאַחֵרִים haakherim הֵאֵט heet הָאִינְטֶרְנֶט hainternet הֵאִיץ heits הֵאִיר heir הַאִם haim הַאם ham הֶאֱמִין heemin הָאָרֶץ haarets הֶאֱשִׁים heeshim הַב hav הַבָּא haba הָבֵא have הִבְדִּיל hivdil הֶבְדֵּל hevdel הֻבְדַּל huvdal הַבְדָּלָה havdala הָבָה hava הִבְהִיר hivhir הַבְהָרָה havhara הַבְטָחָה havtakha הִבְטִיחַ hivtiakh הֵבִיא hevi הִבִּיט hibit הֵבִיךְ heivikh הֵבִין hevin הֵבִיס hevis הַבַּיִת habayit הַבַּיְתָה habayta הֶבֶל hevel הִבְלִיעַ hivlia הֲבָנָה havana הֵבַנּוּ hevanu, hevannu הֲבָנוֹת havanot הֲבָנַת־ havanat- הברות havarot הֻבְרַח huvrakh הִבְרִיג hivrig הִבְרִיחַ hiviakh הַבְּרִית habrit הִבְשִׁיל hivshil הַגָּאוֹן מִוִּילְנָה hagaon mivilna הֲגָבָה hagava הַגְבָּהָה hagbaha הִגְבִּיל higbil הִגְבִּיר higbir הֶגְבֵּל hegbel הַגְבָּלָה hagbala הֻגְבַּר hugbar הִגְדִּיל higdil הִגְדִּיר higdir הַגְדָּרָה hagdara הִגְזִים higzim הֵגִיב hegiv הִגִּיד higid הֲגִיָּה hagiya הִגִּיעַ higia הִגִּישׁ higish הַגָּלִיל hagalil הֵגֵן hegen הֻגְנַב hugnav הֲגַנָּה hagana הִגְנִיב higniv הַגָּעָה hagaa הָגָר hagar הַגֵּר hager הַגָּשָׁה hagasha הִדְאִיג hidig הִדְגִּישׁ hidgish הַדְגָּמָה hadgama הֲדָדִי hadadi הֹדּוּ hodu הִדְלִיק hidlik הֲדַס hadas הֲדַסָּה hadasa הָדָר hadar הִדְרִיךְ hidrikh הַדְרָכָה hadrakha הָהִיסְטוֹרְיוֹגְרַפְיָה hahistoryografya ‎הָהָר‎ hahar הַהַשְׂכָּלָה hahaskala הֱוֵא heve הוּא hu הוּאַץ huats הוּאַר huar הוֹבִיל hovil הוּבַל huval הוֹד hod הוֹדָה hoda הוֹדוּ hodu הוֹדִיעַ hodia הוֹדָעָה hodaa הוֹוֶה hove הוֹזִיל hozil הוּכַח hukhakh הוֹכָחָה hokhakha הוֹכִיחַ hokhiakh הוּכַן hukhan הוֹלִיד holid הוֹלֵךְ holekh הוֹלֵךְ־רֶגֶל holekh-regel הוֹלֶכֶת־רֶגֶל holekhet-regel הוֹלֵל holel הוֹלֵם holem הוֹלַנְד holand הוֹלַנְדִּי holandi הוֹלַנְדִּית holandit הוֹמוֹגְרָף homograf הוֹמוֹסֶקְסוּאָלִיּוּת homoseksualiut הִוֵּן hiven הוֹן hon הֻוַּן huvan הוּנְגָּרִית hungarit הוֹסִיף hosif הוּסַף husaf הוֹעִיל hoil הוֹפִיעַ hofia הוֹפָעָה hofaa הוֹצֵא hotse הוֹצִיא hotsi הוֹצִיאֲךָ hotsiacha הוֹרָאָה horaah הוּרַד hurad הוֹרְדוֹס hordus הוֹרָה hora הוֹרָה hora הוֹרֶה hore הוֹרִיד horid הוֹרִים horim הוֹרִישׁ horish הוֹרֵס hores הוּשַׁב hushav הוֹשִׁיב hoshiv הוֹשִׁיעַ hoshia הוֹשֵׁעַ hoshea הוֹתִיר hotir הִזְדַּיֵּן hizdayen הִזְדַּמְּנוּת hizdamnut הִזְדַּעֲזֵעַ hizdaazea הִזְדַּעַזְעוּת hizdaazut הִזְדַּקֵּן hizdaken הִזְדַּקְּנוּת hizdaknut הִזְדָּרֵז hizdarez הַזֶּה haze הִזְהִיר hizhir הֲזָזָה hazaza הֵזִיז heziz הִזִּיעַ hizia הִזִּיק hizik הִזְכִּיר hizkir הֻזְכַּר huzkar הִזְמִין hizmin הַזְמָנָה hazmana הִזְרִיק hizrik הֶחְבִּיא hekhbi הֶחָג hechag הֶחָג hehag הֶחְדִּיר hekhdir החופש הגדול hakhofesh hagadol הֶחְזִיק hekhzik הֶחְזִיר hekhzir הֶחְזֵר hekhzer הֶֽחֱזַֽרְתָּ hekhezarta הֵחִיל hekhil הֵחֵל hekhel הֻחְלַט hukhlat הַחְלָטָה hakhlata הֶחְלִיט hekhlit הֵחָלְשׁוּת heikhalshut הֶחְמִיץ hekhmits הֶחְשִׁיךְ hekhshikh הֻחְשַׁךְ hukhshakh הִטַּגֵּן hitagen הִטָּה hita הִטַּהֵר hitaher הִטָּהֵר hitaher הַטּוֹבִים hatovim הַטְמָעָה hatmaa הִטַּנֵּף hitanef הַטְעָמָה hatama הֶטְרוֹסֶקְסוּאָלִיּוּת heteroseksualiut הִיא hi הָיָה haya הַיּוֹם hayom הַי טֶק hai tek הָיִית hayit הָיִיתָ hayita הָיִיתִי hayiti הֵיכָן hechan הֵימִין heimin הִיסְטוֹרִי histori הִיסְטוֹרְיוֹגְרַפְיָה historyografya הִיפּוֹפּוֹטָם hiypopotam הַיַּרְדֵּ֔ן hayyarden הַיִּשּׁוּב hayishuv הַיִּשְׂרְאֵלִי hayisreli הַיִּשְׂרְאֵלִית hayisrelit הָיְתָה haita הִכְאִיב hikhiv הִכָּה hika הֻכָּה huka הִכְחִישׁ hikhkhish הֲכִי hakhi הֵכִיל hekhil הֵכִין hekhin הִכִּיר hikir הִכִּישׁ hikish הֲכָנָה hakhana הִכְנִיס hikhnis הַכְנָסָה hakhnasa הַכְּנֶסֶת hakneset הִכְעִיס hikhis הֻכַּר hukar הַכָּרָה hakara הִכְרִיז hikhriz הִכְרִיחַ hikhriakh הִכְשִׁיר hikhshir הֶכְשֵׁר hekhsher הֻכְשַׁר hukhshar הִכְתִּיב hikhtiv הִכְתִּים hikhtim הִכְתִּיר hikhtir הֻכְתַּר hukhtar הִלְבִּין hilbin הִלְבִּישׁ hilbish הֻלֶּדֶת huledet הִלְהִיט hilhit הַלְוַאי halvay הִלְחִים hilkhim הֶלְיוּם helyum הֲלִיכָה halikha הַלִּיכּוּד ha-likud הֲלִיכוֹת halichot הֲלִיכַת halichat הַלַּיְלָה halayla הָלַךְ halakh הָלַךְ לְאִבּוּד halakh libud הָלַךְ לְעוֹלָמוֹ halach lolamo הֲלָכָה halakha הָלְכָה halkha הֲלָכוֹת halakhot הִלְכוֹת hilkhot הִלְכָתִי hilkhati הִלֵּל hilel הַלְלוּ hallu הַלְּלוּיָהּ halluyah הֵם hem הם him הַמֵּאָה hamea הָמָה hama הֵמָּה hema הָמוֹן hamon הַמּוֹצִיא hamotzi המחשבה hamakhshava הָמַחְשָׁבוֹת hamakhshavot הִמְלִיחַ himliakh הִמְלִיךְ himlikh הִמְלִיץ himlits הַמְלָצָה hamlatsa הַמֶּמְשָׁלָה hamemshala הָמָן haman המערב hamaarav הַמְצָאָה hamtsaa הִמְצִיא himtsi הַמָּקוֹם hamakom הֲמָרָה hamara הִמְרִיא himri הַמִשְׂחָקִים הַאוֹלִימְפִּיִּים hamiskhakim haolimpiyim הִמְשִׁיךְ himshikh הֶמְשֵׁךְ hemshekh הֶמְשֵׁךְ יָבוֹא hemshekh yavo הֶמְשֵׁכִי hemshekhi הַמִּשְׁכָּן hamishkan הִמְתִּין himtin הִמְתִּינוּ himtinu הֵן hen הַנְדָּסָה handasa הֵנָּה hena הִנָּה hina הִנֵּה hine הִנְהִיג hinhig הֲנָחָה hanakha הִנְחָה hinkha הֵנִיחַ heniakh הַנַּכְּבָּה hanakba הֵסֵב hesev הִסְבִּיר hisbir הֶסְבֵּר hesber הִסְגִּיר hisgir הַסְּטוּדֶנְטִים hastudentim הִסְטוֹרְיָה historia הִסִּיעַ hisia הֵסִיר hesir הִסְכִּים hiskim הֶסְכֵּם heskem הַסְכָּמָה haskama הַסְלָמָה haslamah הִסְמִיק hismik הֻסַּע husa הַסָּעָה hasaa הִסְפִּיק hispik הֲסָרָה hasara הִסְתַּגֵּר histager הִסְתַּדְּרוּת histadrut הֲסָתָה hasata הִסְתַּיֵּם histayem הִסְתִּיר histir הִסְתַּכֵּל histakel הִסְתָּעֵף histaef הִסְתַּתֵּר histater הָעֲבוֹדָה haavoda הֶעֱבִיד heevid הֶעֱבִיר heevir הֶעֱדִיף heedif הֵעָדֵר header הָעוֹלָם haolam הֵעֵז heez הֵעִיף heif הָעִיר hair הֵעִיר heir הֶעֱלָה heela הָעָם haam הָעֲמִידָה amida הָעֶרֶב haerev הָעֲרָבָה haarava הֶעֱרִיץ heerits הִפְגִּין hifgin הָפוּךְ hafukh הִפְחִיד hifkhid הִפְחִית hifkhit הַפְחָתָה hafkhata הִפְטִיר hiftir הַפְטָרָה haftara הָפִיךְ hafikh הַפִּירָמִידָה hapiramida הָפַך hafakh הֲפֵכָה hafekha הִפְלִיא hifli הִפְלִיץ hiflits הִפְנָה hifna הִפְסִיד hifsid הִפְסִיק hifsik הַפְסָקָה hafsaka הַפְסָקַת־אֵשׁ hafsakat-esh הִפְעִיל hifil הִפְצִיר hiftsir הִפְקִיעַ hifki ‎הַפָּר hapar הַפְרָדָה hafrada הִפְרִיד hifrid הִפְרִיעַ hifria הַפְרָעָה hafraa הֻפְשַׁט hufshat הִפְשִׁיט hifshit הִפְתִּיעַ hiftia הַפְתָּעָה haftaa הִצְבִּיעַ hitzbia הַצָּגָה hatzaga הִצְהִיר hitshir הִצְחִיק hitskhik הִצְטַבְרֵחַ hitstavreakh הִצְטַחֵק hitstakhek הִצְטַלֵּם hitztalem הִצְטַנֵּן hitstanen הִצִּיג hitsig הִצִּיל hitsil הַצִּילוּ hatzilu הַצִּילֵנוּ hatsilenu הִצִּילָנוּ hitsilanu הִצִּיעַ hitsia הֵצִיץ heitsits הִצִּית hitsit הֻצַּל hutsal הַצָּלָה hatsala הַצְלָחָה hatzlakha הִצְלִיחַ hitzliakh הַצָּעָה hatsaa הַצְרָנָה hatsrana הִקְבִּיל hikbil הַקָּדוֹשׁ בָּרוּךְ הוּא haqqados baruk hu הִקְדִּישׁ hikdish הִקְהִיל hikhil הַקְהֵל hak-hel הַקֹּטֶב hakotev הִקְטִין hiktin הֵקִים heikim הֵקִימוּ heikimu הִקִּיף hikif הֲקַלָּה hakala הֲקָלָה hakala הַקַּלָּה hakala הִקְלִיד hiklid הִקְלִיק hiklik הֲקָמָה hakama הִקְסִים hiksim הֻקַּף hukaf הַקְפָּאָה hakpaa הִקְפִּיא hikpi הֵקֵר heker הִקְרִיא hikri הִקְרִיס hikris הִקְשִׁיב hikshiv הַקַּשׁ שֶׁשָּׁבַר אֶת גַּב הַגָּמָל hakash sheshavar et gav hagamal ‎הַר‎ har הֶרְאָה hera הָרִאשׁוֹן harishon הַרְבֵּה harbe הִרְבָּה hirba הָרַג harag הֶרֶג hereg הִרְגִּיעַ hirgia הִרְגִּישׁ hirgish הַרְגָּשָׁה hargasha הָרָה hara הָרֶה hare הַר הָאֱלֹהִים har haelohim הָרוּג harug הִרְוִיחַ hirviakh הֵרוֹן heron הִרְחִיב hirkhiv הִרְחִיק hirkhik הִרְטִיב hirtiv הָרֵי hare הֲרֵי harei הֵרָיוֹן herayon הֵרִיחַ heriakh הָרִים harim הֵרִים herim הֲרִיסָה harisa הִרְכִּיב hirkiv הַר מְגִדּוֹ har megiddo הָרַס haras הֶרֶס heres הֵרֵס heres הֹרַס horas הר סיני har sinay הִרְעִיל hiril הֻרְעַל hural הַרְצָאָה hartsaa הִרְצָה hirtsa הֶרְצֵלִיָּה hertseliyya הֲרָרִים hararim הִרְשָׁה hirsha הִרְשִׁים hirshim הַר שֻׁלְחָן har shulkhan הָשֵׁב hashev הַשׁוֹאָה ha-shoa הַשְׁוָאָה hashvaa הִשְׁוָה hishva הַשּׁוֹמְרוֹן hashomron הֵשִׁיב heshiv הִשִּׂיג hisig הַשְׂכָּלָה haskala הֻשְׁלַט hushlat הִשְׁלִיט hishlit הִשְׁלִיךְ hishlikh הַשְׁלִיכֵהוּ hashlichehu הִשְׁלִים hishlim הַשֵּׁם hashem הִשְׁמִיד hishmid הִשְׁמִין hishmin הִשְׁמִיעַ hishmia הִשְׁפִּיל hishpil הִשְׁפִּיעַ hishpia הַשְׁפָּעָה hashpaa הִשְׁקָה hishka הִשְׁקִיעַ hishkia הַשְׁקָעָה hashkaa הִשְׁתַּגֵּעַ hishtagea הִשְׁתַּדֵּל hishtadel הִשְׁתּוֹחֵחַ hishtokheakh הִשְׁתַּזֵּף hishtazef הִשְׁתַּחֲוָה hishtakhava הִשְׁתַחְרֵר hishtakhrer הִשְׁתִּיל histil הִשְׁתִּין hishtin הִשְׁתִּיק hishtik הִשְׁתַּכְנֵעַ hishtachnea הִשְׁתַּכֵּר hishtaker הִשְׂתַּכֵּר histaker הִשְׁתַּלֵּחַ hishtaleakh הִשְׁתַּלֵּט hishtalet הִשְׁתַּמֵּר hishtamer הִשְׁתַּמֵּשׁ hishtamesh הִשְׁתַּפֵּר hishtaper הִשְׁתַּתֵּף hishtatef הִתְאַבֵּד hitabed הִתְאַבֵּךְ hitabekh הִתְאַבֵּל hitabel הִתְאַדָּה hitada הִתְאַהֵב hitahev הִתְאוֹשֵׁשׁ hitoshesh הִתְאַזֵּן hitazen הִתְאַזְרֵחַ hitazreakh הִתְאַכְזֵב hitakhzev הִתְאַמֵּץ hitamatz הִתְאַסֵּף hitasef הִתְבַּדֵּחַ hitbadeakh הִתְבּוֹדֵד hitboded הִתְבַּזְבֵּז hitbazbez הִתְבַּטֵּא hitbate הִתְבַּטְּאוּת hitbatut הִתְבַּלְבֵּל hitbalbel הִתְבַּלָּה hitbala הִתְבַּשֵּׁל hitbashel הִתְגַּבֵּר hitgaber הִתְגַּיֵּס hitgayes הִתְגַּיֵּר hitgayer הִתְגַּלְגֵּל hitgalgel הִתְגַּלָּה hitgala הִתְגַלֵּחַ hitgaleach הִתְגַּעֲגֵעַ hitgaagea הִתְגָּרֵשׁ hitgaresh הִתְוַדֵּעַ hitvadea הִתְוַכֵּחַ hitvakeach הִתְחַבֵּא hitkhabe הִתְחַבֵּר hitkhaber הִתְחַיְּבוּת hitkhayvut הִתְחִיל hitkhil הַתְחָלָה hatkhala הַתְחָלוֹת hatkhalot הִתְחַמֵּם hitchamem הִתְחַנֵּךְ hitkhanekh הִתְטַגֵּן hitagen הִתְיַבֵּשׁ hityabesh הִתִּיז hitiz הִתְיַחֵס hityakhes הִתְיָעֲצוּת hityaatsut הִתְיַקֵּר hityaker הִתְיַקְּרוּת hityakrut הִתִּיר hitir הִתִּישׁ hitish הִתְיַשֵּׁב hityashev הִתְכַּוֵּן hitkaven הִתְכּוֹנֵן hitkonen הִתְכּוֹפֵף hitkofef הִתְכַּנֵּס hitkanes הִתְכַּנְּסוּת hitkansut הִתְכַּתֵּב hitkatev הִתְלַבֵּשׁ hitlabesh הִתְלַהֲבוּת hitlahavut הִתְלוֹנֵן hitlonen הִתְלַכְלֵךְ hitlachlech הִתְמַהְמֵהַּ hitmahmeah הִתְמוֹדֵד hitmoded הִתְמַכֵּר hitmaker הִתְמַכְּרוּת hitmakrut הִתְמַלֵּא hitmale הִתְמַצֵּא hitmatse הִתְנַבֵּא hitnabe הִתְנַגֵּד hitnaged הִתְנַגְּדוּת hitnagdut הִתְנַדֵּב hitnadev הִתְנֻדַּב hitnudav הִתְנַהֵג hitnaheg הִתְנַהֲגוּת hitnahagut התנ״ך hatanakh הִתְנַכֵּר hitnaker הִתְנַסָּה hitnasa הִתְנַעֵר hitnaer הִתְנַפֵּל hitnapel הִתְנַצֵּל hitnatsel הִתְנַקֵּשׁ hitnakesh הִתְנַקְּשׁוּת hitnaqshut הִתְנַשֵּׁק hitnashek הִתְעוֹרֵר hitorer הִתְעַטֵּף hitatef הִתְעַלָּה hitala הִתְעַלֵּל hitalel הִתְעַלְּלוּת hitallut הִתְעַלֵּף hitalef הִתְעַצֵּל hitatsel הִתְעַקֵּשׁ hitakesh הִתְעָרֵב hitarev הִתְפּוֹצֵץ hitpotsets הִתְפַּטֵּר hitpater הִתְפֻּטַּר hitputar הִתְפַּלֵּא hitpale הַתְפָּלָה hatpala הִתְפַּלֵּל hitpalel הִתְפַסְפֵס hitfasfes הִתְפָּרֵד hitpared הִתְפַּרְסֵם hitparsem הִתְפַּשֵּׁט hitpashet הִתְפַּתָּה hitpata הִתְפַּתְּחוּת hitpatkhut הִתְקַבֵּל hitkabel הִתְקַדֵּם hitkadem הִתְקַדֵּשׁ hitkadesh הִתְקַהֵל hitkahel הִתְקוֹמֵם hitkomem הִתְקוֹמְמוּת hitkomemut הִתְקִיף hitkif הִתְקַלֵּחַ hitkaleach הִתְקַלְקֵל hitkalkel הִתְקַמֵּט hitkamet הִתְקַנֵּא hitkane הֻתְקַף hutkaf הַתְקָפָה hatkafa הִתְקָרֵב hitkarev הִתְקָרֵחַ hitkareakh הִתְקָרְחוּת hitkarkhut הִתְקַשֵּׁר hitkasher הַתְרָאָה hatraa הִתְרָאָה hitraa הִתְרַבָּה hitraba הִתְרַגֵּז hitragez הִתְרַגֵּל hitragel הִתְרַגְּשׁוּת hitragshut הִתְרוֹמֵם hitromem הִתְרוֹקֵן hitroken הִתְרַחֵץ hitrakhetz הִתְרַחֵשׁ hitrakhesh הִתְרַפֵּא hitrape ־וֹ -o ־וּ -u וְ־ v- וְ vo וַאלְלָה walla וְאָמַר vamar וָאֹמַר vaomar וְאָמְרוּ vamru וְאָמַרְתְּ vamart וְאָמַרְתָּ vamarta וְאָמַרְתִּי vamarti וַאֲמַרְתֶּם vaamartem וְאָסַפְתָּ vasafta וָאֵרֵד vaered וּבָאת uvat וּבָאתָ uvata וּבְכֵן uvkhen וַדָּאִי vadai וַדַּאי vaday וְדִבֶּר vdiber וְדִבַּרְתָּ vdibarta וְהוֹרֵיתִי vhoreti וְהוֹרֵיתִיךָ vhoreticha וְהָיָה vhaya וְהָיוּ vhayu וְהִכֵּיתִי vhiketi or vhiketi וָ״ו vav וָו vav וואו wau ווֹדְקָה vodka ווֹלְקָנִי volkani ווּסווּסִים vusvusim וֵטוֹ veto וַיַּאֲמֵן vayaamen וַיֹּאמֶר vayomer וַיֹּאמְרוּ vayomru וַיֵּאָנְחוּ vayeanchu וַיָּבֵא vayave וַיָּבֹא vayavo וַיָּבִאוּ vayaviu ויבאו vayavo וַיָּבֹאוּ vayavou וַיָּבוֹא vayavo וַיִּבֶן vayiven וַיְבַקֵּשׁ vayvakesh וַיְבֻקַּשׁ vayvukash וַיִּבְרַח vayivrach וַיְגַדֵּל vaygadel וַיִּגְדַּל vayigdal וַיְגָרְשׁוּם vaygarshum וִידֵאוֹ video וַיֵּדַע vayeda וַיֹּדַע vayoda וַיְהִי vayhi וַיּוֹצִאָהּ vayotsiah וַיּוֹשִׁעָן vayoshian וִיזוּאָלִי vizuali וַיִּזְכֹּר vayizkor וַיִּזְעֲקוּ vayizaku וַיַּחֲזֶק vayachazek וַיְחַזֵּק vaychazek וַיֶּחֱזַק vayechezak וַיִּטְמְנֵהוּ vayitmnehu וְיֶטְנָאם vyetnam וַיִּירָא vayira וַיַּךְ vayach וִילוֹן vilon וַיֵּלֶךְ vayelech וִילְנָה vilna וַיָּמָת vayamot וִינָה vina וַיִּנְהַג vayinhag וַיָּנָס vayanos וִיסְקִי viski וַיַּסְתֵּר vayaster וַיִּסָּתֵר vayisater וַיַּעַן vayaan וַיַּעַשׂ vayaas וַיִּפְגְּשֵׁהוּ vayifgshehu וַיִּפֶן vayifen וַיֵּצֵא vayetse וְיָצָא vyatsa וַיִּקַּח vayikach וִיקִי viki וִיקִימִילּוֹנִים vikimilonim וִיקִימִלּוֹן vikimilon וִיקִיפֶּדְיָה vikipedya וִיקִיפֶּדְיוֹת vikipedyot וַיָּקָם vayakom וַיִּקְרָא vayikra וַיַּרְא vayar וַיֵּרָא vayera וַיַּרְכִּבֵם vayarkivem וַיָּשֶׁב vayashev וַיָּשָׁב vayashov וַיֵּשֶׁב vayeshev וַיִּשְׁבְּ vayishb וַיִּשְׁלַח vayishlach וַיַּשְׁלִיכֵהוּ vayashlichehu וַיִּשְׁמַע vayishma וַיְשַׁמַּע vayshama וַיִּשְׁמְעוּ vayishmu וַיַּשְׁקְ vayashk וַיִּשַּׁק vayishak וַיִּשְׁתַּחֲוּוּ vayishtakhavu וַיִּתֵּן vayiten וְכוּ׳ vkhu. וִכּוּחַ vikuakh וְלָקַחְתָּ vlakachta ־וֹן -on וֶנוּס venus וֶנְטִילָטוֹר ventilator וֶנֶצְיָה venetsya וְנָתַתִּי vnatati וַעַד vaad וְעָדָה vada וָפֶל vafel וְרָאֲךָ vraacha וָרֹד varod וֶרֶד vered וְרָדִים vradim וְרַדְרַד vradrad וְרִיד vrid וְשָׁאֲלָה vshaala וְשָׁלַחְתִּי vshalachti וְשִׁלַּחְתִּי vshilachti וְשָׂמַח vsamach וְשִׂמַּח vsimach וְשָׁמְעוּ vshamu וְשַׂמְתָּם vsamtam וְשַׂמְתֶּם vsamtem וְשָׁפַכְתָּ vshafachta ־וֹת -ot וַתֹּאמֶר vatomer וַתֹּאמַרְןָ vatomarna וַתְּבִאֵהוּ vatviehu וַתָּבֹאנָה vatavona וַתַּחְמֹל vatachmol וָתִיק vatik וַתֵּלֶד vateled וַתֵּלֶךְ vatelech וַתְּמַלֶּאנָה vatmalena וַתַּעַל vataal וַתִּפְתַּח vatiftach וַתִּקָּחֶהָ vatikacheha וַתִּקְרָא vatikra וִתֵּר viter וַתֵּרֶא vatere וַתִּרְאֵהוּ vatirehu וַתֵּרֶד vatered וַתָּשֶׂם vatasem זְאֵב zev זֹאת zot זַבְדִּי zabdi זָבָה zava זָבָה zava זְבוּב zvuv זְבוּבִים zvuvim זְבוּלוּן zvulun זְבֻל zvul זֶבְּרָה zebra זָבַת zavat זַגָּג zagag זִגֵּג zigeg זֵד zed זֶה ze זָהָב zahav זֵהָה zeha זֵהֶה zehe זִהָה ziha זֹהָה zoha זֶהוּ zehu זִהוּי zihui זִהוּם zihum זָהִיר zahir זְהִירוּת zhirut זִהֵם zihem זֹהַם zoham זֹהַר zohar זֹהַר הַדָּרוֹם zohar hadarom זֹהַר הַצָּפוֹן zohar hatsafon זֹהַר קָטְבִּי zohar kotbi זוֹ zo זוּ zu זוֹאוֹלוֹגְיָה zoologya זוּג zug זוּז zuz זוּז zuz זוֹחֵל zoel זוּטָר zutar זָוִית zavit זוֹל zol זוֹלֵג zoleg זוּלַת zulat זוּלָת zulat זוֹנָה zona זוֹנֶה zone זוֹרֵם zorem זָז zaz זַחַל zakhal זִיו ziv זִיּוּן ziyun זִיּוּף ziyuf זַיָּן<-- zayan זַיִ״ן zayin זַיִן zayin זִיֵּן ziyen זינים zeinim זִיעַ zia זִיף zif זִיקּוּק ziquq ֵזִיקּוּקֵי דִּי-נוּר zikukei di-nur זִיקְפָּה zikpa זִירָה zira זַיִת zayit זֵיתָא zeta זֵיתִים zetim זַךְ zakh זָכָה zakha זְכוּכִית zkhukhit זָכוֹר zachor זָכוּר zachur זְכוֹר zchor זַכּוֹת zakot זַכּוּת zakut זְכוּת zkhut זָכַר zachar זָכָר zachar זֵכֶר zecher זִכָּרוֹן zikaron זִכְרִי zichri זִכְרֵי zikhrei זִכְרִי zikhri זְכַרְיָה zkharya זְכָרִים zcharim ז״ל ze lshono ז״ל z.l. זִלְפָּה zilpa זַמְזַם zamzam זָמִין zamin זָמַם zamam זְמָם zmam זְמָן zman זְמַנִּים zmanim זַמָּר zamar זָמַר zamar זֶמֶר zemer זִמֵּר zimer זֻמַּר zumar זַמָּרִים zamarim זְמָרִים zmarim זַן zan זָן zan זָנָב zanav זְנָבוֹ znavo זַנְגְּבִיל zangvil זְנוּת znut זָנַח zanakh זְנִיחָה znikha זָע za זֵעָה zea זֵעָה zea זַעֲזוּעַ zaazua זִעְזֵעַ zizea זֻעְזַע zuza זָעִיר zair זָעַם zaam זַעַם zaam זָעַף zaaf זָעַק zaak זָקוּק zakuk זָקַן zaqan זָקָן zaqan זָקֵן zaqen זִקְנָה zikna זִקְנֵי zikne זָקַף zakaf זָר zar זֵר zer זַ׳רְגוֹן zhargon זְרוֹעַ zroa זָרַח zarach זֶרַח zerakh זָרִיז zariz זְרִיחָה zrikha זְרִיקָה zrika זְרִיקוֹת zrikot זֶרֶם zerem זָרַע zara זֶרַע zera זְרָעִים zraim זָרַק zarak חַאג׳ khaj חַאלַבּ khalab חַבַּ״דְנִיק khabadnik חַבַּדְנִיק khabadnik חִבּוּק khibuk חָבַט khavat חָבִיב khaviv חָבִית khavit חֲבִיתָה khavita חֲבָל khaval חֶבֶל khevel חִבֵּל khibel חַבָּלָה khabala חֲבָלָה khavala חֲבַצֶלֶת havatzelet חֲבָק khavak חָבַק khavaq חֶבֶק khevek חִבֵּק khibek חֲבַקּוּק khavakuk חָבַר khavar חָבֵר khaver חֶבֶר khever חִבֵּר khiber חֻבַּר khubar חֲבֵרָה khavera חֶבְרָה khevra חֶבְרֶה khevre חֶבְרוֹן khevron חֲבָרוֹת havarot חֲבֵרוֹת haverot חֲבֵרוּת haverut חִבְרוּת hivrut חַבְרוּתָא habruta חֲבֵרִים khaverim חֲבֵר כְּנֶסֶת khaver kneset חַג chag חַג׳ khaj חָגָב chagav חָגַג khagag חַג הָאוּרִים khag haurim חַג הַמּוֹלָד chag hamolad חֲגוֹרָה khagora חַגֵּי־ khagei חַגַּי khaggay חֲגִיגָה khagiga חֲגִיגִי khagigi חַגִּים chagim חַג שָׂמֵחַ khag sameakh חַד had חָד had חַד had- חַד אֵיבָר khad eivar חַד גּוֹנִי khad goni חִדּוּשׁ khidush חֲדִירָה khadira חַד עַיִן had-ayin חִדֶּקֶל khidekel חָדַר khadar חֶדֶר kheder חֲדֵרָה khadera חָדְרָה khadra חַדְרֵי khadre חֲדָרִים khadarim חֲדַר־מִיּוּן khadar-miyun חָדָשׁ khadash חַדֵּשׁ khadesh חִדֵּשׁ khidesh חֹדֶשׁ khodesh חֲדָשׁוֹת khadashot חָדְשִׁי chodshi חֲדָשִׁים khadashim חֳדָשִׁים khodashim חוֹב khov חוֹבָה khova חַוָּה khava חָוָה khava חִוּוּט khivut חוֹזֶה choze חִוֵּט khivet חוּט khut חוֹל hol חול hol חוּ״ל hu.l. חוֹלוֹן kholon חוֹלֵל kholel חוֹלָם kholam חוּם khum חוֹמָה khoma חוֹנֵךְ khonekh חוֹף khof חוּץ khutz חוּץ מִ־ khuts mi- חוּץ מִזֶה khuts mize חוֹקֵר khoker חוֹקֶּרֶת khokeret חוּר ur חִוֵּר khiver חוֹשֵׁב khoshev חוֹתֵן khoten חֲזִיר khazir חָזָ״ל khazal חַזָּן khazan חָזַק chazak חָזָק chazak חִזֵּק chizek חִזֵּק khizek חֹזֶק khozek חֻזַּק khuzak חֲזָקָה chazaka חָזְקָה chazka חָזַר chazar ח־ז־ר h-z-r חֲזָרָה khazara חַטָּא khata חָטָא khata חֵטְא khet חִטָּה khita חָטוּף khatuf חָטוּף khatuf חֲטַף סֶגּוֹל khataf segol חֲטַף פַּתָּח khataf patakh חֲטַף קָמָץ khataf kamats חֹטֶר khoter, hoter חַי khay חַיְדַּק haydaq חַיָּה khaya חַיָּה khaya חִיּוּבִי khiyuvi חִיּוּךְ khiyukh חַיֵּיהֶם chayehem חַיִּים hayim חַיִּים khayim חַיִּים khayim חיים פרטיים khayim pratiyim חִיֵּךְ khiyekh חַיָּל khayal חַיִל khayil חִיֵּל khiyel חֵיל אֲוִיר kheil avir חַיָּלִים chayalim חימם khimem חֵיפָה kheifa חֵיקוֹ cheko חִירִיק khirik חֵי״ת khet חֵית khet חַיַּת מַחְמָד khayat makhmad חִכָּה khika חָכַם khakham חָכָם khakham חָכְמָה khokhma חָכְמִוֹת khakhamut חָכְמִים khakhamim חֹל hol חָל khal חָלַב khalav חָלָב khalav חֵלֶב khelev חַלְבָה khalva חִלְבָּה khilba חֶלְבּוֹן chelbon חֲלָבִים khalavim חלב ישראל chalav yisrael חֶלֶד kheled חֹלֶד kholed חֻלְדָּה hulda חַלָּה khala חַלְוָה khalva חֲלוֹם khalom חֲלוֹמוֹת khalomot חַלּוֹן khalon חִלּוּן khilun חַלּוֹנוֹת khalonot חִלּוֹנִי khiloni חַלְחֹלֶת khalkholet חַלְטוּרָה khaltura חֻלְיָה hulya חָלִיל khalil חָלִילָה khalila חֲלִיפָה khalifa חִלֵּל hillel חָלַם khalam חָלָס halas חָלַף khalaf חֻלְצָה khultsa חָלַק khalak חָלָק khalak חֵלֶק khelek חֵלֶק דִּבּוּר khelek dibur חֲלֵקֵי־ khalkei- חֶלְקִי khelki חַלָּשׁ khalash חַם kham חָם kham חֹם khom חֶמְאָה khema חָמַד khamad חֶמֶד khemed חַמָּה khama חֵמָה khema חָמוּד khamud חָמוּץ khamutz חֲמוֹר khamor חָמוּר khamur חָמוֹת khamot חַמִּין khamin חֲמִיצָה chamitzah חֲמִישִׁי khamishi חָמַל khamal חֶמְלָה khemla חַמָּנִית chammanit חָמָס khamas חַמְסִין khamsin חָמֵץ khamets חֹמֶץ khomets חִמְצָה khimtsa חֻמְצָה khumtsa חֻמְצָה khumtza חַמְצָן khamtsan חַמָּר chamar חֲמֹר chamor חֶמֶר chemer חִמֵּר chimer חֹמֶר chomer חֹמֶר khomer חֲמַרְמֹרֶת khamarmoret חָמֵשׁ khamesh חֲמִשָּׁה khamisha חֲמִשָּׁה עָשָׂר khamisha asar חֲמִשִּׁים khamishim חֲמֵשׁ עֶשְׂרֵה khamesh esre חֵן chen חָנָה hana חַנָּה khana חֲנוֹךְ khanokh חִנּוּךְ khinukh חִנּוּךְ גּוּפָנִי khinukh gufani חִנּוּךְ מְיֻחָד khinukh myukhad חִנּוּכֵי־ khinukhei- חְנוּן khnun חְנוּנִית khnunit חֲנוּת khanut חַנְיוֹן khanyon חֲנֻיּוֹת khanuyot חָנַךְ khanakh חִנֵּךְ khinekh חֻנַּךְ khunakh חֲנֻכָּה hanukka חֲנֻכָּה khanuka חֲנֻכִּיָּה khanukiya חִנָּם hinam חָנַן hanan חָנָן hanan חָנַק khanak חַנְקָן khankan חָס khas חֶסֶד khesed חָסָה khasa חָסָה khasa חָסִיד khasid חֲסִידִי khasidi חָסַךְ khasakh חָסֵר khaser חֹסֶר־אוֹנִים khoser-onim חִסָּרוֹן khisaron חִפָּה khipa חֻפָּה khupa חִפּוּשׂ khipus חִפּוּשִׁית khipushit חֲפִיר khafir חָפַף khafaf חָפַץ hafats חֵפֶץ hefets חָפַר khafar חֲפַרְפֶּרֶת hafarperet חִפֵּשׂ khipes חֹפֶשׁ khofesh חֻפַּשׁ khupas חֻפַּשׁ khupash חֻפְשָׁה khufsha חָפְשִׁי khofshi חָפְשִׁיָּה khofshiya חָפְשִׁית khofshit חֲצָאִית khatsait חֲצוֹצְרָה khatsotsra חֲצוֹת khatsot חֲצוֹת־הַלֵּיל khatsot-haleyl חֲצוֹת־הַלַּיְלָה khatsot-halayla חֵצִי khetsi חֲצִי־הַלַּיְלָה khatsi-halayla חָצִיל chatsil חָצִילִים chatsilim חֻצְפָּה chutspa חֻצְפָּה khutspa חֹק khok חִקָּה khika חֻקָּה khuka חֻקִּי khuki חַקְלָאוּת khaklaut חָקַק khakak חָקַר khakar חֵקֶר kheker חֵקֶר הַדָּגִים kheker hadagim חָרָא hara חָרַב kharav חֶרֶב kherev חֻרְבָּן khurban חֲרֵדִי haredi חֲרֵדִיוֹת kharediot חֲרֵדִיּוּת kharediut חֲרֵדִים kharedim חֲרֵדִית kharedit חָרוּב kharuv חָרוּת kharut חֵרוּת kherrut חֵרוּת kherut חַרְטוֹם khartom חָרִיף kharif חֵרֶם herem חֶרְמוֹן khermon חַרְמָן kharman חֶרֶס kheres חֲרֹסֶת kharoset חֹרֶף khoref חֳרָפִים khorafim חָרַץ kharats חֶרֶק kherek חָרַשׁ kharash חָרָשׁ kharash חֶרֶשׂ kheres חֶרֶשׁ kheresh חֵרֵשׁ kheresh חֹרֶשׁ khoresh חָרַת charat חָשׁ khash חַשָּׁב khashav חָשַׁב khashav חִשֵּׁב khishev ח־שׁ־ב kh-sh-v חֻשַּׁב khushav חֶשְׁבּוֹן kheshbon חֶשְׁבּוֹן אִינְפִינִיטֶסִימָלִי kheshbon infinitesimali חֶשְׁבּוֹן דִּיפֶרֶנְצְיָאלִי וְאִינְטֶגְרָלִי kheshbon diferentsyali vintegrali חָשׁוּב khashuv חָשׁוּד khashud חֶשְׁוָן kheshvan חֹשֶׁךְ choshekh חַשְׁמוֹנַאי khashmonai חַשְׁמַל khashmal חַשְׁמַלִּי khashmali חַשְׁמַלִּית khashmalit חַשְׁמָלִית khashmalit חַשְׁמָן khashman חָשַׂף khasaf חֵשֶׁק kheshek חָתוּל khatul חֲתוּלָה khatula חֲתוּלִים khatulim חָתוּל נְמֵרִי khatul nmeri חָתִיךְ hatich חֲתִיכָה khatikha חֲתִיכַת hatichat חֲתִימָה khatima חֲתָךְ khatakh חַתָּךְ khatakh חָתַךְ khatakh חֲתַלְתּוּל khataltul חָתָן khatan חֹתֵן khoten חֲתֻנָּה khatuna חֹתְנוֹ chotno טִאְטֵא tite טֻאְטָא tuta טַבָּח tabakh טָבַח tavakh טֶבַח tevakh טָבַל taval טֶבַע teva טִבְעִי tivi טַבַּעַת tabaat טְבֶרְיָה tverya טֵבֵת tevet טִגּוּן tigun טִגֵּן tigen טֻגַּן tugan טֶהֱרָאן teheran טֶהֱרָאנִי teherani טוֹב tov טוּב tuv טוֹבָה tova טוּבְיָּה tuvya טוואי המשי tevay hameshi טוֹטַל לוֹס total los טוּנְגְּסְטֶן tungsten טַוָּס tavas טוֹפּוֹלוֹגְיָה topologya טוֹרְסוֹ torso טוּרְקִי turki טוּרְקְיָה turkya טָחוּן takhun טָחַן takhan טְיוּטָה tyuta טִיּוּל tiyul טִיט tit טִיל til טִיֵּל tiyel טַיָּס tayas טַיִס tayis טִיסָה tisa טִיסוֹת tisot טִיפּ tip טִיפּוּס tipus טִירָה tira טֵי״ת tet טֵית tet טֶכְנוֹלוֹגִי tekhnologi טֶכְנוֹלוֹגְיָה tekhnologia טַל tal טְלָאִים tlaim טֶלֶגְרָף telegraf טִלְגְּרֵף tilgref טָלֶה tale טֶלֶוִיזְיָה televizya טֶלֶוִיזְיוֹת televizyot טִלְטֵל tiltel טֻלְטַל tultal טָלִין talin טַלִּית talit טַלִּיתוֹת talitot טֶלֶסְקוֹפּ teleskop טֵלֶסְקוֹפִּים teleskopim טִלְפֵּן tilpen טָמַן taman טֶמְפֶּרָטוּרָה temperatura טֶנִיס tenis טֶנִיסַאי tenisai טֶנִיס שׁוּלְחָן tenis shulkhan טֶנִיס שֻׁלְחָן tenis shulkhan טִנֵּף tinef טֻנַּף tunaf טַנְק tank טָס tas טֶסְט test טֶסְטוֹסְטֶרוֹן testosteron טָעָה taa טָעוּת taut טְעֻיּוֹת tauyot טָעִים taim טְעִימָה tima טַעַם taam טָעַם taam טַף taf טִפָּה tipa טִפּוּל tipul טִפּוּלִים tipulim טִפּוּס tipus טַפִּיל tapil טַפִּילִי tapili טֻפַּל tupal טֻפְּלוּ tuplu טִפֵּס tipes טֹפֶר tofer טֹפֶר tofer טִפֵּשׁ tipesh טֶקִילָה tekila טְרָאוּמָה trauma טְרָגֶדְיָה tragedya טְרָגִי tragi טְרוֹל trol טָרִי tari טֵרִי terry טְרִי tri- טְרִיבּוּנָה tribunalt--maybe tribuna--gt טְרִיָּה triya טרייה triya טְרִיפּ trip טָרַף taraf טִרְפֵּד tirped טָרָרָם tararam יָא ya יָאִיר yair יֵאָכֵל yeachel יֹאכַל yochal יַאלְלָה yalla יַאֲמִינוּ yaaminu יֵאָמַר yeamar יֹאמֶר yomer יֹאמְרוּ yomru יְאֹר yor יֹאשִׁיָּהוּ yoshiyahu יָבוֹא yavo יַבְעֶר yaver יִבְעַר yivar יְבַעֵר yvaer יָבֵשׁ yavesh י־ב־שׁ y-b-sh יִבֵּשׁ yibesh יַבָּשָׁה yabasha יַבֶּשֶׁת yabeshet יָד yad יַדְבֵּר yadber יְדַבֵּר ydaber יָדָה yada יָדָהּ yadah יָדוֹ yado יַדּוּ yadu יִדּוּעַ yidua יָדִיד yadid יָדִיד ydidei יְדִידוּת ydidut יְדִידוּתִי ydiduti יְדִידִים ydidim יָדֶיךָ yadecha יָדַיִם yadayim יְדִיעָה ydia יָדִית yadit יָדְךָ yadcha יְדָנִי ydani יָדַע yada יֶדַע yeda יִדֵּעַ yidea יֻדַּע yuda יָדַעְתִּי yadati יָהַב yahav יְהָב yhav יַהֲדוּת yahadut יַהֲדוּת חֲרֵדִית yahadut kharedit יַהֲדוּת קוֹנְסֶרְבָטִיבִית yahadut konservativit יְהוּדָה yhuda יְהוּדִי yhudi יְהוּדִים yhudim יְהוּדִית yhudit יהוה yhvh יְהוֹשֻׁעַ yhoshua יְהִי yhi יִהְיֶה yihye יָהִיר yahir ־ָיו -av, -aw יוֹאָב yoav יוֹאֵל yoel יוֹבֵל yovel יוּבַל yuval יוֹגוּרְט yogurt יוֹ״ד yod יוֹד yod יוֹדֵעַ yodea יוֹחָנָן yokhanan יוּלִי yuli יוֹם yom יוֹם־הֻלֶּדֶת yom-huledet יוֹם טוֹב yom tov יוֹם שִׁשִּׁי yom shishi יוֹמוּלֶדֶת yomuledet יוֹמָן yoman יָוָן yavan יוֹן yon יוֹנָה yona יוֹנוֹסְפֶרָה yonosfera יוֹנִי yoni יוּנִי yuni יְוָנִי yvani יְוָנִית yevanit יְוָנִית yvanit יוֹנֵק yonek יוֹנַת yonat יוֹנָתָן yonatan יוֹסִי yosi יוֹסֵף yosef יוֹצֵא yotse יוֹצֵאת yotset יוֹרֵד yored יוֹרְדִים yordim יוֹרֶדֶת yored יוֹרֶדֶת yoredet יוֹרָה yora יוֹרֶה yore יוּרָה yura יוֹרֵשׁ yoresh יוֹשֵׁב yoshev יוֹשֶׁבֶת yoshevet ־ִיּוֹת -iyot ־ִיּוּת -iyut ־ֻיּוֹת -uyot יוֹתֵר yoter יוֹתֵר מִדַּי yoter miday יָזִיז yaziz יָזְמָה yozma יֶזַע yeza יִחֵד yikhed יְחֶזְקֵאל yekhezkel יְחִי ykhi יְחִידָה yehida יַחַס yakhas יַחֲסֵי מִין yakhasey min יָחֵף yakhef יְיָ yy יִידִישׁ yidish יַיִן yayin יֵינוֹת yenot יְכוֹלֶת ykholet יַכְטָה yakhta יָכֹל yakhol יָכְלָה yachla יְכַלֶּה ychale יִכְלֶה yichle יָלַד yalad יֶלֶד yeled יַלְדָּה yalda יָלְדָה yalda יַלְדוּת yaldut יְלָדוֹת yladot יַלְדֵי yalde יַלְדִּי yaldi יִלְדֵי yilde יְלָדַי yladay יְלִדֵי ylide יְלָדִים yladim יַלֶּדְכֶן yaledchen יָלִיד yalid יְלִידֵי ylidei יַלֶּפֶת yalefet יָם yam יַם הַמֶּלַח yam hamelakh יַם סוּף yam suf יַמַּאי yamai יְמֵי הַבֵּינַיִם ymei habeinayim יַמִּים yamim יָמִים yamim יָמִים טוֹבִים yamim tovim יָמִין yamin יְמָמָה yemama יָנוּאָר yanuar יָנַק yanak יַנְקוּת yanqut יַנְשׁוּף yanshuf יַנְשׁוּפִים yanshufim יִסֵּד yised יְסוֹד yesod יִסּוּד yisud יַסְמִין yasmin יַעֲבִדוּ yaavidu יָעֶה yae יְעִילוּת yilut יָעִים yaim יָעֵל yael יָעֵל yael יִעֵל yiel יֹעַל yoal יַעֲנוּ yaanu יְעַנּוּ yanu יַעְנִי yani יַעֲקֹב yaaqov יַעַר yaar יַעֲשֶׂה yaase יֵּעָשֶׂה yease יָפֶה yafe יְפֵהפֶה yfefe יָפוֹ yafo יֹפִי yofi יַפָּן yapan יָפָּנִית yapanit יִפְרֶה yifre יִפְרֹץ yifrots יָצָא yatsa יֹצְאֵי yotse יָצוּק yatsuk יְצוּקָה ytsuka יִצְחַק yitskhak יִצְחָק yitskhak, yishaq יְצִיאָה ytsia יְצִיבוּת ytsivut יָצַר yatsar יֵצֶר yetser יָקוּם yakum יְקוּם yekum יִקּוֹם yikom יָקִינְתּוֹן yakinton יַקִּיר yakir יָקָר yakar יִקָּרֵא yikare יִקְרָא yikra יָרֵא yare יָרְאוּ yaru יֵרָאוּ yerau יִרְאוּ yiru יְראוּ yru יַרְבֶּה yarbe יִרְבֶּה yirbe יָרַד yarad יָרַד גֶּשֶׁם yarad geshem יַרְדֵּ֔ן yarden יָרָה yara יָרוּי yarui יְרוּשָׁלַיִם yerushalayim יְרוּשָׁלַ͏ִם yrushalayim יְרוּשָׁלֵם yrushalem יָרֵחַ yareakh יֶרַח yerakh יְרֵחִי yrekhi יְרָחִים yrakhim יֶרִי yeri יְרִידָה yrida יְרִיחוֹ yrikho יְרִיעָה yeria יָרֵךְ yarekh יִרְמְיָה yirmya יִרְמְיָהוּ yirmyahu יָרַק yaraq יָרָק yaraq יָרֹק yarok יָרֹק yaroq יֶרֶק yereq יַרְקָן yarqan יְרַקְרַק yrakrak יָרַשׁ yarash יְרֻשָּׁה yrusha יֵשׁ yesh יש; yesh יָשַׁב yashav יַשֵּׁב yashev יִשֵּׁב yishev י־שׁ־ב y-sh-b יַשְׁבָן yashban יֵשׁוּ yeshu יִשּׁוּב yishuv יִשּׂוּם yisum יֵשׁוּעַ yeshua יְשׁוּת yeshut יְשִׁיבָה yshiva יְשִׁיבוֹת yshivot יְשִׁיבַת yshivat יָשִׂימוּ yasimu יש ל־ ג׳וק בראש yesh l- juk ba-rosh יִשְׁמָעֵאל yishmael יִשְׁמְעוּ yishmu יִשְׁמְעוּן yishmun יָשָׁן yashan יָשֵׁן yashen יָשָׁן נוֹשָׁן yashan noshan יְשַׁעֲיָהוּ ysaayahu יָשָׁר yashar יֹשֶׁר yosher יִשְׂרָאֵל yisrael יִשְׂרְאֵלִי yisreli יִשְׂרְאֵלִיּוֹת yisreliyot יִשְׂרְאֵלִים yisrelim יִשְׂרְאֵלִית yisrelit יִשְׁרְצוּ yishrtsu יִשָּׂשכָר yisakhar יָתֵד yated יָתוֹם yatom יְתוֹמִים ytomim יִתֵּן yiten יֻתַּן yutan יֶתֶר yeter יִתְרוֹן yitaron כְּ־ k- כָּאַב kaav כְּאֵב keev כְּאֵב רֹאשׁ keev rosh כָּאוּב kauv כְּאִלּוּ kilu כָּאן kan כַּאֲשֶׁר kaasher כָּבֵד kaved כִּבֵּד kibed כִּבָּה kiba כֻּבָּה kuba כָּבוֹד kavod כִּבּוּשׁ kibush כִּבְיָכוֹל kivyakhol כְּבִיסָה kvisa כְּבִישׁ kvish כְּבִישִׁים kvishim כִּבֵּס kibes כְּבָר kvar כָּבַשׁ kavash כֶּבֶשׂ keves כֶּבֶשׁ kevesh כַּד kad כְּדַאי kdai כַּדּוּר kadur כַּדּוּרֶגֶל kaduregel כַּדּוּרִים kadurim כַּדּוּר סַל kadursal כַּדּוּרְסַל kadursal כַּדּוּרְעָף kaduraf כַּדּוּר פּוֹרֵחַ kadur poreakh כְּדַי kdai כְּדֵי kde כֹּה ko כֵּהֶה kehe כֹּהֶל kohel כִּהֵן kihen כֹּהֵן‎ kohen כֹּהֵן kohen כְּהֻנָּה khuna כֹּהַנִים‎ kohanim כֹּהֶנֶת kohenet כּוֹבַע kova כּוֹבְעֵי־גֶּרֶב kovaei-gerev כּוֹבָעִים kovaim כִּוּוּן kivun כּוּזָרִים kuzarim כּוֹכָב kokhav כּוֹכְבֵי לֶכֶת kochve lechet כּוֹכַב יָם kokhav yam כּוֹכָבִית kokhavit כּוֹכַב לֶכֶת kokhav lekhet כּוֹלֵל kolel כּוֹלֶסְטֶרוֹל kolesterol כִּוֵּן kiven כַּוָּנָה kavana כּוֹנָן konan כּוֹנֵן konen כּוֹנָן קָשִׁיחַ konan kashiakh כּוֹס kos כּוּס kus כּוֹסוֹת kosot כּוּסְכּוּס kuskus כּוֹר kor כּוּר kur כַּוֶּרֶת kaveret כּוֹרֵת koret כּוֹרֵת עֵצִים koret etsim כּוּשׁ kush כּוּשִׁי kushi כּוֹתֵב kotev כָּזַב kazav כִּזֵּב kizev כָּזֶה kaze כְּזַיִת kzayit כֹּחַ koach כֹּחַ koakh כֹּחוֹת kokhot כָּחֹל kahol כְּחַלְחַל kkhalkhal כִי chi כִּי ki כ״י k.y. כִּידוֹן kidon כידון רובה kidon rovee כִּיּוֹר kiyor כִימְיָה khimya כַּיָּס kayas כִּיס kis כִּיֵּס kiyes כִּיסֵּא מַלְכוּת kise malkhut כֵּיף keif כֵּיצַד keytsad כָּךְ kakh כִּכֵב kikhev כָּכָה kacha כָּכָה־כָּכָה kakha-kakha כִּכָּר kikar כֹּל kol כָּלָא kala כֶּלֶא kele כֶּלֶב kelev כַּלְבָּה kalba כְּלָבוֹת klavot כֶּלֶב יָם kelev-yam כְּלָבִים klavim כֶּלֶב כְּנַעֲנִי kelev kenaani כְּלַבְלַב klavlav כְּלַבְלָבִים klavlavim כֶּלֶב נָהָר kelev nahar כַּלֶּבֶת kalevet כַּלָּה kala כָּלָה kala כִּלָּה kila כָּלוּא kalu כְּלוּב kluv כְּלוּם klum כְּלִי kli כְּלִי־דָּם kli-dam כְּלִי זַיִן kli zayin כְּלֵיזְמֶר kleyzmer כְּלִי טַיִס kli tayis כְּלִי נֶשֶׁק kli nesheq כְּלִי־רֶכֶב kli-rekhev כַּלְכָּלָה kalkala כַּלְכָּלִי kalkali כָּלַל kalal כְּלָל klal כַּלָּנִית kalanit כל עוד kol od כַּמָּה kama כָּמַהּ kamah כָּמֵהַּ kameah כְּמוֹ kmo כַּמּוּת kamut כְּמוֹת kmot כִּמְעַט kimat כֹּמֶר komer כַּמָּת kamat כֵּן ken כִּנָּה kina כִּנּוּי kinui כִּנּוֹר kinor כְּנִיסָה knisa כֶּנֶס kenes כִּנֵּס khines כְּנֵסִיָּה knesia כנסייות knesiyot כנסיית knesiyat- כְּנֶסֶת kneset כְּנַעַן knaan כְּנַעֲנִי knaani כְּנַעֲנִית knaanit כָּנָף kanaf כּנר khanar כַּנִּרְאֶה kanire כִּנֶּרֶת kineret כֵּס kes כִּסֵּא kise כִּסָּה kisa כִּסּוּי kisui כִּסּוּפִים kisufim כַּסְכּוּסִים kuskusim כִּסְלֵו kislev כֻּסֶּמֶת kusemet כֶּסֶף kesef כַּסְפּוֹמַט kaspomat כַּסְפִּי kaspi כַּסְפִּית kaspit כַּסְתָּ״ח kastah כַּעַס kaas כָּעַס kaas כְּעָסִים kasim כָּעֵת kaet כַּף kaf כָּ״ף kaf כַּף אַשְׁפָּה kaf ashpa כֵּף הַתִּקְוָה הַטּוֹבָה kaf hatikva hatova כָּפָּא kappa כָּפָה kafa כָּפָה kafa past tense, kafa present tense כַּפָּהּ kapah כִּפָּה kipa כָּפוּ kafu כָּפוּ kafu כַּפּוֹ kapo כָּפוּל kaful כְּפוּלָה kfula כְּפוּלוֹת kfulot כְּפוּלִים kfulim כְּפוֹר kfor כִּפּוּר kipur כַּפַּיִם kapayim כְּפִיר kfir כַּפִּית kapit כָּפַל kafal כֵּפֶל kefel כְּפָפָה kfafa כִּפְפַת אִגְרוּף kiffat igruf כְּפָר kfar כַּפָּרָה kapara כְּפַר סָבָא kfar sava כָּרָגִיל ka-ragil כָּרֶגַע karega כָּרָה kara כֵּרָה kera כְּרוּב kruv כְּרוּבִים kruvim כְּרוּכִית krukhit כַּרְטִיס kartis כַּרְטִיס אַשְׁרַאי kartis ashrai כַּרְטִיס בְּרָכָה kartis bracha כְּרִיכָה krikha כְּרִיסְטְמַס kristmas כָּרִישׁ karish כָּרִית karit כֶּרֶם kerem כַּרְמִיאֵל‎ karmiel כַּרְמֶל karmel כָּרַע kara כָּרַת karat כְּשֶׁ־ kshe- כִּשָּׁלוֹן kishalon כָּשֵׁר kasher כִּשָּׁרוֹן kisharon כַּשְׁרוּת kashrut כַּתָּב katav כָּתַב katav כְּתָב ktav כְּתֻבָּה ktuba כְּתַב יָד ktav yad כָּתוּב katuv כְּתוּבָה ktuva כְּתוּבִית ktuvit כְּתוֹבֶת ktovet כְּתִיב ktiv כְּתִיבָה ktiva כֹּתֶל kotel כָּתֹם katom כְּתַמְתַּם ktamtam כֻּתְנָה kutna כְּתֹנֶת ktonet כָּתֵף katef כֶּתֶר keter כִּתֵּר kiter כִּתַּת יוֹרִים kitat-yorim לֹא lo לֹּא בָּרָא הַשָּׂטָן lo bara hasatan לֵאָה lea לֶאֶהוֹב leehov לְאַחַר lakhar לְאַט lat לְאֹם lom לֹא מִדֻּבְשְׁךָ וְלֹא מֵעֻקְצְךָ lo miduvshkha vlo meuktskha לְאֻמִּי lumi לְאֻמִּיּוּת lumiyut לֵאמֹר lemor לְאָן lan לָאפָה lafa לְאַשֵׁר lasher לֵב lev לֵבָב levav לִבֵּב libev לְבָבוֹ lvavo לֶבֶד leved לְבַד lvad לִבּוֹ libo לִבְחוֹר livkhor לָבִיא lavi לְבִיָּא lviya לְבִיאָה lvia לְבִיבָה leviva לַבְלַב lavlav לִבְלֵב livlev לָבָן lavan לִבֵּן liben לֻבֵּן luban לְבַנְבַּן lvanban לַבָּנֶה labane לִבְנֶה livne לְבָנָה lvana לְבָנָה lvana לְבֵנָה lvena לְבָנוֹן lvanon לִבְנוֹת livnot לְבָנוֹת lvanot לֶבַנְטִינִי levantini לְבָנִים lvanim לְבֵנִים lvenim לִבְרוֹא livro לַבְּרִיאוּת labriut לְבָרֵךְ lvarekh לָבַשׁ lavash לְגַבֵּי lgabei לְגַלּוֹת lgalot לִגְלוֹת liglot לָגַם lagam לְגַמְרֵי lgamre לִגְנֹב lignov לְדַבֵּר ldaber לֵדָה leda לֵדָה leida לָדִינוֹ ladino לָדַעַת ladaat לָהּ lah לֶהָבָה lehava לְהִגָּמֵר lhigamer לְהוֹלִיד lholid לַהַט lahat לָהַט lahat לִהְיוֹת lihyot לְהַכְעִיס lhakhis לְהִלָּחֵם lhilakhem לַהֲלֹךְ lahaloch לָהֶם lahem לָהֶן lahen לְהַעֲלֹתוֹ lhaaloto לְהַפְרִיעַ lhafria לְהַצִּילוֹ lhatsilo לְהַצְלִיחַ lhatsliach לַהֲקָה lahaka לְהָרְגֵנִי lhorgeni לְהָרִיחַ lhariakh לְהַשְׁקוֹת lhashkot לְהִתְוַכֵּח lhitvakeach לְהִתְרָאוֹת lhitraot לוֹ lo לוּ lu לוּב luv לוֹבְּסְטֶר lobster לוֹגוֹ logo ־לוֹגְיָה -logya לוֹד lod לוּד lud לוֹהֵט lohet לוּחַ luakh לוּחוֹת lukhot לוּחַ שָׁנָה luakh shana לֵוִי levi לְוִיִּם lviyim לַוְיָן lavyan לִוְיָתָן livyatan לוּל lul לוּלִין lulin לוּלְיָן lulyan לוֹנְדּוֹן london לְחַבֵּל lkhabel לְחִי lekhi לִחְיוֹת likhyot לְחַיִּים lkhayim לְחִימָה lekhima לֶחֶם lekhem לַחְמָנִיָּה lakhmaniya לַחַן lakhan לַחֲנוֹק lakhanok לְחַפֵּשׂ lkhapes לַחָץ lakhatz לָחַץ lakhatz לָחַשׁ lakhash לַחֲשׁוֹב lachashov '''לְטָאָה''' ltaah לַטְוִיָּה latviya לִטֵּף litef לִי li לִיבִּידוֹ libido לְיַד־ lyad- לְיָד lyad לְיָדָהּ lyada לֵיְזֶר leizer לִיטָא lita לִיטָאִי litai לִיטָאִית litait לַיִל layil לֵיל leil לַיְלָה layla לַיְלָה טוֹב laila tov לֵילוֹת leilot לִימוֹן limon לִימוֹנָדָה limonada לִינְק link לִיסְבּוֹן lisbon לִירָה lira לֵית בְּרֵרָה leyt berera לִיתוֹגְרַפְיָה litografia לִיתְיוּם lityum לִכְבוֹד likhvod לִּכּוּד likud לִכּוּדְנִיק likudnik לכי lach לְכִי lchi לֵכִי lechi לִכְלוּךְ likhlukh לִכְלֵךְ likhlekh לְכָל שַׁבָּת יֵשׁ מוֹצָאֵי שַׁבָּת lechol shabat yesh motzaei shabat לָכֶם lachem לִכְתּוֹב likhtov לְלֹא llo לָלֶכֶת lalekhet לְ־, ל־, לִ־, לַ־, לֶ־, לָ־ l-, l-, li-, la-, le-, la- לְ־, לִ־, לַ־, לֶ־, לָ־, לֵ־, לוֹ־ l-, li-, la-, le-, la-, le-, lo- לְלַמֵּד llamed לָם lam לָמַד lamad לָמֶ״ד lamed לָמֶד lamed לִמֵּד limed לַמְדָנִי lamdani לָמָּה lama לָמָּה זֶה lama ze לְמוּאֵל lmuel לִמּוּד limud לִמּוּדִים limudim לֶמוּר lemur לְמִידָה lmida לְמַעְלָה lmala לְמַעַן lmaan לְמַעַן הַשֵּׁם lemaan hashem לַמְרוֹת lamrot לְמָשָׁל lmashal לָן lan לָן lan לָנוּ lanu לָנוּחַ lanuakh לִסְלוֹחַ lisloakh לְסַפֵּר lsaper לֶסֶת leset לַעֲבֹד laavod לָעַד laad לְעוֹלָם lolam לַעֲזָאזֵל laazazel לַעֲזוֹר laazor לָעַס laas לַעֲשׂוֹת laasot לְעִתִּים leitim לְעִתִּים קְרוֹבוֹת leitim krovot לְעִתִּים רְחוֹקוֹת leitim rekhokot לְעֵת עַתָּה let ata לְפָחוֹת lfakhot לְפִי־ lfi- לַפִּיד lapid לְפִיו lfiv לִפְנֵי lifnei לִפְעָמִים lifamim '''לֶפֶת''' lefet לַק laq לֵק leq לָקָה laka לָקַח lakakh לֶקַח lekakh לְקַלְקֵל lkalkel לְקַנֵּא lkane לִקֵּק likek לֻקַּק lukak לֻקַּק lukak לִקְרַאת likrat לִרְאוֹת lirot לָרֶדֶת laredet לָרוּץ laruts לִרְחֹץ lirchots לָרִיב lariv לָשׁ lash לָשֶׁבֶת lashevet לְשַׁד leshad לָשׁוּב lashuv לָשׁוֹן lashon לָשׁוֹן הָרַע lashon hara לְשׁוֹנוֹת lshonot לְשַׁחְרֵר lshakhrer לְשַׁלְּחוֹ lshalcho לֶשֶׁם leshem לִשְׁמֹר lishmor לִשְׁתּוֹת lishtot לְתַרְגֵּם ltargem מִ־ mi- מַאֲבָק maavak מְאֹד mod מַאֲדִים maadim מַאֲדִימִי maadimi מֵאָה mea מְאֹהָב mohav מַאֲהָל maahal מָאוֹר maor מְאַוְרֵר mavrer מְאוּשְׁכָּן mushkan מֵאוֹת meot מֵאָז meaz מְאֻחָד mukhad מְאֲחוֹרֵי meakhorei מְאֻחָר mukhar מַאי may מֵאַיִן meayin מֵאִיר meir מְאֻכְזָב mukhzav מַאֲכָל maakhal מְאֻכְלָס mukhlas מַאֲכֶלֶת maakhelet מְאַלֵּף mealef מְאֻלָּף meulaf מָאמִי mami מַאֲמָץ maamats מְאַמֵּץ mamets מְאֻמָּץ mumats מַאֲמָר maamar מְאֻנָךְ meunakh מָאַס maas מַאֲפִיָּה maafiya מַאֲפִיַּת maafiyat מְאֻשָּר mushar מְאֻשֶׁרֶת musheret מְאַת־ mat- מָאתַיִם matayim מֵאִתָּנוּ meiitanu מְבֻגָּר mevugar מַבְדִּיל mavdil מְבוּכָה mvukha מַבּוּל mabul מְבוּשִׁים mvushim מִבְחָן mivkhan מַבָּט mabat מִבְטָא mivta מֵבִין mevin מְבֻיָּת mvuyat מְבַלְבֵּל mvalbel מְבֻלְבָּל mvulbal מִבְנֶה mivne מִבְצָע mivtsa מִבְצָר mivtsar מְבַקְשִׁים mvakshim מַבְרֵג mavreg מַבְרְגִים mavrgim מִבְרָשׁוֹת mivrashot מִבְרֶשֶׁת mivreshet מְבַשֵּׂר mvaser מָג mag מַגְבִּיל magbil מִגְבַּעַת migbaat מַגֶּבֶת magevet מֶגֶד meged מֻגָּד mugad מְגִדּוֹ megido מִגְדָּל migdal מֻגְדָּל mugdal מִגְדָּל בָּבֶל migdal bavel מִגְדָּלָהּ migdalah מִגְדָּר migdar מַגְהֵץ maghetz מְגַוֵּן mgaven מְגֻוָּן mguvan מִגְוָן migvan מגידי שיעור magidei-shiur מַגָּל magal מְגִלָּה mgila מָגֵן magen מָגֵן אֲשָׁכִים magen ashakhim מָגֵן בֵּיצִים magen beytsim מָגֵן דָּוִד maen david מַגְנֵט magnet מַגְנֵטִי magneti מַגְנֵטִיּוּת magnetiut מָגִנֵּי אֲשָׁכִים maginei ashakhim מַגְנִיב magniv מָגִנֵּי בֵּיצִים maginei beytsim מַגָּף magaf מִגְרָעָה migraa מַדְאִיג madig מְדַבֵּר mdaber מִדְבָּר midbar מְדַבֶּרֶת mdaberet מַדְגֵּשׁ madgesh מַדָּד madad מָדַד madad מַדְהִים madhim מַדּוּעַ madua מְדוּרָה medura מַדְחֹם madhom מָדַי maday מִדַּי miday מִדֵּי midey מִדְיָן midyan מָדִינָה madina מְדִינָה mdina מְדִינוֹת mdinot מְדִינַת mdinat מַדָּע mada מַדָּעִי madai מַדְּעֵי הַרוּחַ madei ha-ruach מַדְעָן madan מַדָּף madaf מַדְפֶּסֶת madpeset מַדְרֵגָה madrega מַדְרֵגוֹת madregot מַדְרִיד madrid מַדְרִיךְ madrikh מִדְרָכָה midrakha מִדְרָשׁ midrash מָה ma מְהַגֵּר mhager מַהוּ mahu מָהִיר mahir מְהִירוֹת mhirot מְהִירוּת mhirut מַה יֵּשׁ; ma yesh מַה לַּעֲזָאזֵל ma laazazel מְהַנְדֵּס mhandes מְהַנְדְּסֵי mhandse מְהַנְדְּסִים mhandsim מַה נִּשְׁמַע ma nishma מה עניין שמיטה אצל הר סיני ma inyan shmita etzel har sinay מַהְפֵּכָה mahpekha מַהֵר maher מִהֵר miher מִהַרְתֶּן miharten מַה שְּׁלוֹמֵךְ ma shlomekh מַה שְּׁלוֹמְךָ ma shlomkha מוֹאָב moav מוֹבִיל movil מוּבָן muvan מוּגְל mugl מוּגְלְגִים muglgim מוֹדִיעִין עִלִּית‎ modiin ilit מוֹדֶם modem מוֹדָעָה modaa מוֹדַעַת אֵבֶל modaat evel מוֹדֶרְנִי moderni מוֹדֶרְנִית modernit מוֹהֵל mohel מוּזִיקָה muzika מוזיקות muzikot מוזיקת muzikat- מוּזָר muzar מוֹט mot מוּטָב mutav מוֹטֵט motet מוּכָן mukhan מוֹכֵר mokher מוֹל mol מוּל mul מוֹלֶדֶת moledet מוּם mum מוֹנוֹתֵאִיזְם monoteizm מוֹנוֹתֵאִיסְטִי monoteisti מוֹנִיּוֹת moniyot מוֹנִיטִין monitin מוֹנִית monit מוּסִיקָה musika מוֹסְקְבָה moskva מוֹעֲדוֹן moadon מוֹצִיא motzi מוֹקֵשׁ mokesh מוֹרֵד mored מוֹרֶה more מוֹרַי וְרַבּוֹתַי moray vrabotay מוֹרִים morim מוֹרְפֶאוּס morfeus מוֹשָׁב moshav מוּשְט musht מוֹשִׁיעַ yashayah מָוֶת mavet מוּת mut מָזַג mazag מֶזֶג mezeg מִזֵּג mizeg מֻזַּג muzag מֶזֶג־אֲוִיר mezeg-avir מַזְגָן mazgan מְזֹהָם mzoham מִזּוּג mizug מִזְוָדָה mizvada מְזוּזָה mzuza מְזוּזוֹת mzuzot מָזוֹן mazon מֵזַח mezakh מְזֻיָּף mezuyaf מַזְכִּיר mazkir מַזְכִּירִים mazkirim מַזָּל mazal מַזְלֵג mazleg מְזֻמָּן mezuman מְזַמֵּן mzamen מְזֻמָּן mzuman מְזַעֲזֵעַ mzaazea מְזֻעְזָע mzuza מְזֻקָּן mzukan מִזְרָח mizrakh מֹחַ moakh מַחְבּוֹא makhbo מַחְבֵּט makhbet מְחַבֵּל mkhabel מַחְבָּר makhbar מֶחְבָּר mekhbar מִחְבָּר mikhbar מְחַבֵּר mkhaber מְחֻבָּר mkhubar מַחְבֶּרֶת makhberet מַחֲבַת makhavat מָחוֹג makhog מֶחֱוָה mekheva מָחוֹז makhoz מְחוֹזוֹת mkhozot מְחוֹזִי mkhozi מַחֲזֶה makhaze מַחְזוֹר makhzor מַחְזוֹרִי makhzori מַחֲזֶמֶר makhazemer מַחַט makhat מְחֻיָּב mkhuyav מְחִיקוֹן mekhikon מְחִיר mkhir מְחִירִים mchirim מַחְלָבָה makhlava מַחֲלָה makhala מֻחְלָט mukhlat מַחְלָקָה makhlaka מַחְלֹקֶת makhloket מַחְמָד makhmad מֻחַמַּד mukhammad מַחְמִיר makhmir מְחֻמָּשׁ mkhumash מַחֲנֶה makhane מחנה ריכוז mahane-rikkuz מַחֲנַיִם makhanayim מַחְסָן makhsan מֹחַ עֶצֶם moah etzem מְחֻפָּשׂ mkhupas מְחֻפָּשׁ mkhupash מַחַק makhak מָחַק makhak מֶחְקָר mekhkar מֶחְקָרִים mechkarim מָחָר makhar מָחָר כָּךְ makhar kakh מָחֳרָתַיִם mokhoratayim מַחְשֵׁב machshev מַחְשָׁבָה makhshava מַחְשְׁבוֹן makhshvon מַחֲשָׁבוֹת makhshavot מְחֻתָּן mkhutan מַחְתֶּרֶת makhteret מִטְבָּח mitbakh מִטְבָּחִים mitbakhim מַטְבֵּעַ matbea מִטְבָּעָה mitbaa מַטְבֵּעַ חוּץ matbea khuts מַטְבֵּעַ לָשׁוֹן matbea lashon מטֻגָּן mtugan מַטָּה mata מַטֶּה mate מִטָּה mita מָטוֹס matos מַטּוֹת matot מִטּוֹת mitot מָטָח matakh מַטָּלָה matala מְטַמְטֵם mtamtem מִטְמָנָה mitmana מַטְעֵן maten מִטְעָן mitan מְטֻפָּל mtupal מָטַר matar מָטָר matar מַטָּרָה matara מִטְרִיָּה mitriya מִטַּת mitat מֵי me מִי mi מְיַבֵּשׁ meyabesh מְיֻבָּשׁ myubash מְיַבֵּשׁ כְּבִיסָה meyabesh kvisa מְיַבֵּשׁ שֵׂעָר meyabesh sear מְיַבֵּשׁ שֵׂעָר meybesh sear מִיָּד miyad מִיָּד miyad מִיָּדִי miyadi מֵידָע meida מִיהוּ mihu מִיּוּן miyun מָיוֹנֶז mayonez מֵיזָם meizam מיזמים meizamim מְיֻזָּע myuza מְיֻחָד myuchad מְיֻחָד myukhad מֵי חַמְצָן me chamtsan מִיכָאֵל mikhael מִיכָה mikha מִיכָיָה mikayah מִיכָיְהוּ mikayhu מֵיכָל meikhal מִיכַל mikhal מֵילָא meila מְיַלְּדוֹת myaldot מְיַלֶּדֶת myaledet מִילָה mila מִילְיַארְד miliard מִילָנוֹ milano מַיִם mayim מִימוּשׁ mimush מֵימֵי meme מֵימָן meiman מְיֻמָּן meyuman מִין min מִינִי mini מִינִיּוּת miniyut מִינִימָלִי minimali מִינְסְק minsk מֵינֶקֶת meineket מִינֵרָלוֹגְיָה mineralogya מְיַסֵּד myased מְיֻפֶּה־כֹּחַ myupe-koakh מִיץ mits מִיקָה mika מִיקְרוֹאוֹרְגָּנִיזְם mikroorganizm מִיקְרוֹפוֹן mikrofon מִישֶׁהוּ mishehu מִישִׁיגֶן mishigen מַכְאוֹב makhov מַכְאִיב makhiv מַכַּבִּי makabi מַכַּבִּים makabim מְכַבִּים mchabim מַכָּה maka מַכֶּה make מֶכָּה meka מָכוֹן makhon מְכוֹנָה mkhona מְכוֹנוֹת mkhonot מְכוֹנִית mkhonit מכונת mkhonat- מְכוֹנַת גִּלּוּחַ mekhonat giluakh מְכוֹנַת כְּבִיסָה mekhonat kvisa מְכוֹנַת כְּתִיבָה mekhonat ktiva מַכּוֹת makot מֵכִיל mekhil מְכִירָה mkhira מְכִירָה פֻּמְבִּית mkhira pumbit מַכְלֵב makhlev מִכֹּל וָכֹל mikol vachol מִכְלוֹל mikhlol מִכְלָלָה mikhlala מַכֹּלֶת makolet מֶכָנִיקָה mekhanika מֶכָנִיקָה קְלָסִית mekhanika klasit מֶכָנִיקַת mekhanikat מֶכָנִיקַת הַשֶּׁבֶר mekhanikat hashever מִכְנָסַיִם mikhnasayim מָכַר makhar מֻכָּר mukar מָכְרָה machra מִכְרָה michra מִכְרָהּ michrah מִכְרֶה michre מַכְשִׁיר makhshir מְכַשֵּׁף mekhashef מֻכְשָׁר mukhshar מַכַּת makat מִכְתָּב mikhtav מִכְתָּבִים mikhtavim מָלֵא male מִלֵּא mile מֻלָּא mula מַלְאָךְ malakh מְלָאכָה mlakha מְלָאכוּתִי melakhuti מַלְאֲכֵי malakhe מַלְאָכִי malkhi מַלְאָכִים malachim מַלְבֵּן malben מִלְגָּה milga מִלָּה mila מִלָּה milla מַלּוּחַ maluakh מָלוּחַ maluakh מְלוּכָה mlukha מָלוֹן malon מֶלוֹן melon מִלּוֹן milon מִלּוֹנִים milonim מַלָּח malakh מֶלַח melakh מִלְחָמָה milkhama מִלְחֶמֶת milkhemet מַלְטָה malta מלטזי maltezi מִלִּים milim מִלִּית milit מָלַךְ malakh מֶלֶךְ‏ melekh מַלְכָּה malka מִלְכָּה milka מַלְכוּת malkhut מְלָכוֹת mlachot מַלְכֵי malkhei מְלָכִים mlakhim מַלְכִּי-צֶדֶק malki-tsedek מְלֻכְלָךְ mlukhlakh מַלְכַּת malkat מַלְכַּת אֶסְתֵּר malkat ester מִלְּכַתְּחִלָּה milkhatkhila מַלְמָד malmad מְלַמֵּד mlamed מִלְּעֵיל milel מְלָפְפוֹן mlaffon מְלָפְפוֹן יָם mlaffon yam מֶלְצַר meltsar מלצרים miltzarim מֶלְצַרִית meltsarit מָלַרְיָה malarya מִלְּרַע milra מֵ״ם mem מֵם mem מֶם mem מָמוֹן mamon מִמּוּן mimun מַמְזֵר mamzer מֻמְחֶה mumkhe מַמְלָכָה mamlakha מַמְלֶכֶת mamlekhet מֻמְלָץ mumlats מִמֶּנּוּ mimenu מַמְצִיא mamtsi מְמֻצָּע mmutsa מַמָּשׁ mamash מַמְשִׁיךְ mamshikh מֶמְשָׁלָה memshala מֶמְשָׁלוֹת memshalot ממשלת memshelet מָן man מִן min מַנְגּוֹ mango מַנְגִּינָה mangina מַנְדּוֹלִינָה mandolina מָנָה mana מָנֶה mane מִנְהָג minhag מַנְהִיג manhig מְנַהֵל menahel מְנַהֶלֶת menahelet מְנוּחָה mnukha מָנוֹעַ manoa מְנוֹרָה mnora מְנוֹרוֹת mnorot מַנְחֶה manhe מִנְחָה minha מְנַחֵם mnachem מִנַּיִן minayin מִנְיָן minyan מְנִיפָה menifa מָנַע mana מַנְעוּל manul מְנֻקָּד mnukad מְנַשֶּׁה menashe מְנַתֵּחַ menateakh מְנֻתָּק mnutak מַס mas מְסִבָּה msiba מְסִבַּת עִתּוֹנָאִים msibat-itonaim מִסְגָּד misgad מְסֻגָּל msugal מְסֻגָּלִים msugalim מִסְגֶּרֶת misgeret מִסְדְּרוֹן misdron מַסּוֹק masok מַסְטוּל mastul מַסְטִיק mastik מְסִילַּת בַּרְזֶל msilat barzel מִסִּים misim מְסֻיָּם msuyam מְסִירָה msira מְסֻכָּן msukan מַסֶּכֶת masekhet מַסְלוּל maslul מְסֻנְוָר msunvar מְסַנֶּנֶת msanenet מַסָּע masa מִסְעָדָה misada מִסְעָדָוֹת misadot מַסְפִּיק maspik מִסְפָּר mispar מִסְפֵּר misper מְסַפֵּר msaper מֻסְפַּר muspar מִסְפָּרָה mispara מִסְפָּרִי mispari מִסְפָּרַיִם misparayim מִסְפָּרִים misparim מַס קְנִיָּה mas kniya מָסַר masar מֶסֶר meser מָסֹרֶת masoret מָסֹרֶת masoret מָסָרְתִּי masorti מְסַרְתֵּן msarten מִסְתּוֹר mistor מַעֲבָּדָה maabada מַעֲבָר maavar מְעֻבָּר mubat מַעְבֹּרֶת maboret מְעֻבֶּרֶת muberet מַעְגָּל maagal מַעֲגָנָה maagana מָעֳדָף moodaf מַעֲדֵר mader maader מְעוֹדֵד moded מעות חטים maot itim מְעַט mat מעט מדי, מאוחר מדי mat midai, mukhar midai מַעֲטָפָה maatafa מְעִיל mil מְעִילָה mila מַעְיָן maayan מָעַל maal מֵעַל meal מַעֲלָה maala מַעֲלִיב maaliv מַעֲלִית maalit מֻעֲמָד muamad מְעַנְיֵן manyen מְעֻנְיָן munyan מְעֻנָּן munan מַעֲצָר maatsar מַעֲקָב maakav מַעֲקֶה maake מַעֲרָב maarav מַעֲרָבוֹן maaravon מְעָרָה mara מַעֲרוֹךְ maarokh מַעֲרִיב maariv מַעֲרָכָה maarakha מַעַרְכוֹן maarkhon מַעֲרָכוֹת maarachot מַעֲרֶכֶת<--x-->־<--x-->הַפְעָלָה maarekhet-hafala מַעֲרֶכֶת maarekhet מַעֲרֶכֶת מְבֻדֶּדֶת maarekhet mvudedet מַעֲרֶכֶת סְגוּרָה maarekhet sgura מַעֲרֶכֶת פְּתוּחָה maarekhet ptukha מערכת שמש maarekhet-shemesh מַעַשׂ maas מַעֲשֶׂה maase מַעֲשֵׂר maaser מַפַּא״י mapai מַפַּאי mapai מְפִבֹשֶׁת mfiboshet, mpiboset מַפְגִּין mafgin מִפְגָּשׁ mifgash מִפְגָּשִׁים mifgashim מַפָּה mapa מַפּוּחַ mapuakh מַפּוֹת mapot מַפְטִיר maftir מְפִיבֹשֶׁת mpiboset מַפִּית mapit מִפְלָגָה miflaga מַפְלִיא mafli מִפְלֶצֶת mifletset מִפְּנֵי־ mipnei- מַפְסִידָן mafsidan מְפֻסְפָּס mfuspas מִפְעָל mifal מְפַקֵּד mfaked מִפְקָדָה mifkada מְפֻרְסָם mfursam מִפְרָץ mifrats מִפְרָשׂ mifras מִפְשָׂעָה mifsaa מַפַּת mapat מַפְתֵּחַ mafteakh מָצָא matsa מַצָּב matsav מַצַּב רוּחַ matsav ruakh מַצָּה matsa מצה עשירה matza ashira מִצְוָה mitsva מְצַוָּה mtsava מְצַוֶּה mtsave מְצַוֶּה mtsave מְצֻוֶּה mtsuve מִצְווֹת mitsvot מַצּוֹת matsot מִצְוַת־ mitsvat- מִצְוַת הַקְהֵל mitsvat hak-hel מִצְוֹתָיו mitsvotav מַצְחִיק matskhik מְצֻיָּן mtsuyan מְצֻיָּן mtzuyan מְצִיצָה metsitsa מֻצְלָח mutzlakh מֻצְלַחַת mutzlakhat מַצְלִיחַ matzliakh מַצְלֵמָה matzlema מָצַץ matsats מֵצַר meitsar מִצְרִי mitsri מִצְרַיִם mitsrayim מִצְרַיְמָה mitsrayma מִצְרִית mitsrit מִצְרִיֹּת mitzriyot מַקְבִּיל makbil מַקְדֵּחָה makdekha מֻקְדָּם mukdam מִקְדָּשׁ mikdash מַקְהֵלָה makhela מִקְוֶה mikve מָקוֹם makom מְקוֹמוֹת mkomot מְקוֹמִי mkomi מַקּוֹר makor מָקוֹר makor מְקֻטָּל mkutal, mquttal מַקִּיף makif מַקֵּל makel מָקֵל makel מִקְלֶדֶת mikledet מִקְלַחַת miklakhat מַקְלֵט maklet מִקְלָט miklat מְקֻלְקָל mkulkal מִקֵּם mikem מֶקְסִיקוֹ meksiko מַקָּף makaf מֻקָּף mukaf מִקְצוֹעַ miktsoa מִקְרָא mikra מִקְרֶה mikre מְקָרֵר mkarer מֻקַּשׁ mukash מַר mar מֹר mor מַרְאָה mara מַרְאֶה mare מַרְאוֹת marot מַרְאִית עַיִן marit ayin מֵרַב merav מָרַד marad מֶרֶד mered מָרְדֳּכַי‏‏‏ mordechay or mordechay מָרָה mara מָרוֹם marom מָרַח marakh מָרִיחוּאָנָה marikhuana מִרְיָם miryam מְרִיצָה mritsa מֶרְכָּב merkav מֶרְכָּבָה merkava מֶרְכָּז merkaz מֶרְכָּזִי merkazi מַרְס mars מַרְפֵּא marpe מַרְפֵּא פֶּלֶא marpe pele מִרְפֶּסֶת mirpeset מַרְפֵּק marpek מֶרֶץ merets מֶרְץ merts מְרֻצֶּה mrutse מַרְצִיפָּן martsipan מָרָק marak מִרְשָׁם mirsham מְרֻשָּׁת merushat מַשְׁאֵבָה masheva מַשָּׂאִית masait מֻשָּׂג musag משגיח רוחני mashgiakh rukhani מְשֻׁגָּע mshuga מְשֻׁגָּע mshuga מֹשֶׁה moshe מַשְׁהַד mashhad מַשֶּׁהוּ mashehu מִשְׁוָאָה mishvaa מַשּׂוֹא פָּנִים maso panim מָשׁוֹט mashot מְשׁוֹרֵר meshorer מָשׂוֹשׂ masos מָשַׁח mashakh מִשְׂחָק miskhak מִשְׂחַק וִידֵאוֹ miskhak video מִשְׂחֲקֵי וִידֵאוֹ miskhakei video מִשְׂחָקִים miskhaqim מִשְׂחֲקֵי מַחְשֵׁב miskhakei makhshev מִשְׂחַק מַחְשֵׁב miskhak makhshev מִשְׁטָרָה mishtara מָשִׁיחַ mashiakh מְשִׁיכָה meshikha מְשִׂימָה mesima מָשַׁךְ mashakh מֶשֶׁךְ meshekh מִשְׁכָּן mishkan מְשַׁכְנֵעַ mshakhnea מַשְׂכֹּרֶת maskoret מָשַׁל mashal מָשָׁל mashal משלוחי מנות mishlokhei-manot מִשְׁלַח יָד mishlakh yad מַשְׁלִים mashlim מְשָׁלִים mshalim מֻשְׁלָם mushlam מְשֻׁלָּשׁ meshulash מַשְׁמִין mashmin מַשְׁמָע mashma מִשְׁמֵעַ mishmea מַשְׁמָעוּת mashmaut מַשְׁמָעִי mashmai מִשְׁמֶרֶת mishmeret מִשְׁמֵשׁ mishmesh מִשְׁנָה mishna מִשְׁנֶה mishne מְשַׁנָּה mshana מְשַׁנֶּה mshane מְשֻׁנֶּה mshune מְשֻׁנּוֹת mshunot מִשְׁנָיוֹת mishnayot מְשֻׁנִּים mshunim מְשִׁסָּה mshisa מְשֻׁעְבָּד mshubad מִשְׁפָּחָה mishpakha מִשְׁפָּחוֹת mishpakhot מִשְׁפַּחַת mishpakhat מִשְׁפַּחְתִּי mishpakhti מִשְׁפָּחְתִּי mishpakhti מִשְׁפָּט mishpat משפטים mishpatim מְשֻׁפָּע mshupa מַשְׁקֶה mashke מְשָׁקִים meshakim מִשְׁקָל mishkal מִשְׁקָפַיִם mishkafayim מִשְׂרָד misrad מִשְׁתֶּה mishte מִשְׁתָּלָה mishtala מִשְׁתַּמֵּשׁ mishtamesh מִשְׁתָּנָה mishtana מִשְׁתַּנֶּה mishtane מְשֻׁתָּף mshutaf מֵת met מֵת met מִתְאַגְרֵף mitagref מִתְאָר mitar מְתָאֵר mtaer מִתְגַּיֵּס mitgayes מֵתוּ metu מֶתוֹדָה metoda מְתַוֵּךְ metavech מִתּוֹךְ mitokh מָתוֹק matok מָתַי matai מַתִּי mati מְתֻיָּר mtuyar מַתִּירָנוּת metiranut מַתְכּוֹן matkon מַתְכֹּנִים matkonim מְתֻכְנָן mtukhnan מָתֵמָטִיקָה matematika מָתֶמָטִיקָה matematika מַתָּן matan מִתֵּן miten מַתַּן תּוֹרָה matan tora מַתָּנָה matana מְתֹעָב mtoav מֹתֶק motek מִתְקַדְּמִים mitkadmim מְתַרְגֵּם mtargem מְתֻרְגָּם mturgam מְתֻרְגְּמָן mturgman מַתִּתְיָהוּ matityahu נָא na נֶאֱבַד neevad נֶאֱבַק neevak נֶאֱגַר neegar נָאֶה nae נֶאֱהַב neehav נֶאֱהַד neehad נָאוָה nava נָאוֶה nave נֵאוֹן neon נָאוֹר naor נֶאֱחַז neekhaz נָאִיבִי naivi נֶאֱכַל neekhal נֶאֱכַף neekhaf נֶאֱמַן neeman נֶאֱמָן neeman נֶאֱמָנוּת neemanut נָאַף naaf נֶאֱצָל neetsal נָאקָה naka נִבָּא niba נִבָּא niba נִבֵּא nibe נִבֵּא nibe נֻבָּא nuba נִבְדַּק nivdak נָבּוּ nabu נְבוֹ nvo נָבוֹן navon נָבַח navakh נִבְחַר nivkhar נִבְחָר nivkhar נָבִיא navi נְבִיאִים nviim נָבַל naval נָבָל naval נֵבֶל nevel נְבֵלָה nveila נִבְנָה nivne נִבְרָא nivra נֶגֶב negev נַגָּד nagad נָגַד nagad נֶגֶד neged נָגַהּ nagah נֹגַהּ nogah נִגּוּן nigun נִגְזֶרֶת nigzeret נְגִיף nagif נִגְלָה nigla נִגְמַר nigmar נִגֵּן nigen נִגְנַב nignav נָגַע naga נַגָּר nagar נִגַּשׁ nigash נֹגְשָׂיו nogsav נָדַד nadad נִדָּה nida נְדוּדִים ndudim נְדוּנְיָה ndunya נִדּוֹת nidot נִדְחָה nidkha נִדְחֲתָה nidkhata נָדִיר nadir נָדָל nadal נָדָן nadan נִדְרַס nidras נִדַּת nidat נַהָג nahag נָהַג nahag נֶהֱדָר nehedar נֶהֱנָה nehena נָהַר nahar נָהָר nahar נֶהֱרַג neherag נֶהֱרַס neheras נוֹבֶמְבֶּר november נוֹגְדָן nogdan נוגה nogah נוּגֶה nuge נוֹדַע noda נוֹזֵל nozel נוֹחַ noakh נ־ו־ח n-w-h n-h נַוְטָן navtan נוֹלַד nolad נוּ״ן nun נוּן nun נוֹסַד nosad נוֹסֵעַ nosea נוֹסָף nosaf נוֹף nof נוֹצְרִי notsri נוּר nur נוֹרָא nora נוֹרָא nora נוֹרְבֶגְיָה norvegya נוֹרָה nora נוּרָה nura נוֹשֵׂא nose נוֹשֶׁה noshe נִזְבְּחָה nizbcha נִזְהָר nizhar נָזִיד nazid נָזִיר nazir נִזְכַּר nizkar נֵזֶר nezer נִזַּר nizar נָח nakh נָח nakh נֹחַ noakh נַחוּם nakhum נַחַ״ל nakhal נַחַל nakhal נָחַל nakhal נֶחְלַשׁ nekhlash נֶחֱמַד nekhemad נֶחְמָד nekhmad נְחֶמְיָה nehemia נַחְמָן nakhman נֶחְקַק nekhkak נֶחְקַר nekhkar נַחַשׁ nakhash נָחָשׁ nakhash נִחֵשׁ nichesh נִחֵשׁ nikhesh נֶחְשַׁב nekhshav נְחֹשֶׁת nkhoshet נַחַת nakhat נָחַת nakhat נָחֵת nakhet נֶחָת nekhat נָטָה nata נָטוּי natuy נְטִיָּה ntiya נָטַל natal נֵטֶל netel נִטֵּל nitel נָטַע nata נֶטַע neta נִיב niv נַיָּד nayad נַיָּדִים nayadim נְיוּ זִילַנְד nyu ziland נְיוּ יוֹרְק nyu york נְייַר עֲטִיפָה niyar atifa נִינְגָ׳ה ninja נִיסָן nisan '''נִיעֵר''' nier ־נִיק -nik נְיָר nyar נְיָרוֹת nyarot נְיָר לַקְמוּס nyar lakmus נֶכֶד nekhed נֶכְדָּה nekhda נָכֶה nakhe נִכָּה nika נָכוֹן nakhon נִכּוּר nikoor נִכְלַל nikhlal נִכְלַם nikhlam נִכְנַס nikhnas נכנס יין יצא סוד nikhnas yayin yatsa sod נֵכָר nekhar נִכָּר nikar נִכַּר nikar נִכֵּר niker נ־כ־ר n-k-r נָכְרִי nokhri נִכְתַּב nikhtav נִלְחַם nilkham נֵלְכָה nelcha נִלְקַח nilkakh נָם nam נִמְאַס nimas נָמוּךְ namuch נִמְחַק nimkhak נִמְכַּר nimkar נָמֵל namel נְמַל־הַתְּעוּפָה nmal-hatufa נִמְלַט nimlat נִמְלַךְ nimlakh נִמְנַע nimna נָמַס namas נִמְצָא nimtsa נָמֵר namer נְמֵרָה nmera נִמְרוֹד nimrod נֶמֶשׁ nemesh נִמְשַׁךְ nimshakh נִמְשָׁךְ nimshakh נַנָּס nanas נַנָּס לָבָן nanas lavan נָס nas נֵס nes נֵס nes נִסְגַּר nisgar נִסָּה nisa נֻסָּה nusa נָסוּךְ nasukh נֻסָּח nusakh נֻסְחָה nuskha נִסְחַף niskhaf נִסָּיוֹן nisayon נָסִיךְ nasikh נְסִיכָה nesikha נְסִיכוּת nsikhut נִסִּים nisim נִסִּים nisim נְסִיעָה nsia נָסַע nasa נָע na נָעִים naim נָעִים מְאוֹד naim mod נְעִימָה neima נְעִימוֹן neimon נַעַל naal נָעַל naal נְעָלֶיךָ nalecha נֶעֱלַם neelam נָעֳמִי noomi נַעְנַע nana נִעְנֵעַ ninea נֶעֱצַר neetsar נַעַר naar נָעַר naar נַעֲרָה naara נְעָרִים narim נַעֲרֹתֶיהָ naaroteha נַעֲשָׂה naasa נַעֲשֶׂה naase נִפְגַּע nifga נִפְגַּשׁ nifgash נָפָה nafa נָפוּחַ nafuakh נֶפטוּן neptun נִפְטַר niftar נָפִיל nafil נְפִילָה nfila נָפַל nafal נִפְלָא nifla נִפֵּץ nipets נִפְצַע niftsa נִפְרַד nifrad נִפְרָד nifrad נָפַשׁ nafash נֶפֶשׁ nefesh נֹפֶשׁ nofesh נִפְשַׁט nifshat נָפַת nafat נִצָּב nitsav נִצּוֹל nitsol נִצּוּל nitsul נֵצַח netzakh נֶצַח netzakh נִצֵּחַ nitseakh נִצָּחוֹן nitsakhon נִצַּל nitsal נִצֵּל nitsel נִצָּן nitzan נָצַר natsar נֵצֶר netser נִצֵּר nitser נִצְרָה nitsra נַצְרוּת natsrut נָצְרַת natsrat נָצְרַת עִלִּית‎ natsrat ilit נְקֵבָה nkeva נִקְבַּר nikbar נְקֻדָּה nekuda נְקֻדָּה nkuda נְקֻדָּה וּפְסִיק nkuda ufsik נִקּוּד nikud נָקִי naki נְקָמָה nekama נִקְרָא nikra נִקְרָה nikra נִקְרַת nikrat נֵר ner נִרְאָה nira נִרְאֶה nire נַרְגִּילָה nargila נִרְגַּע nirga נֵרוֹת nerot נִרְטַב nirtav נִרְצַח nirtsakh נִרְצָח nirtsakh נַרְתִּיק nartik נַרְתִּיקִים nartikim נָשָׂא nasa נָשָׁא nasha נִשָּׂא nisa נִשֵּׂא nise נָשָׂא וְנָתַן nasa vnatan נִשְׁאַר nishar נִשְׁבָּה nishba נִשְׁבַּע nishba נִשְׁבַּר nishbar נָשׂוּא nasu נִשּׂוּאִין nisuin נָשׂוּי nasui נְשׁוֹת־ nshot-, nsot- נִשְׁטַף nishtaf נָשִׂיא nasi נְשִׂיאוּת nsiut נְשִׂיאִים nsiim נְשִׁיכָה neshikha נָשִׁים nashim נָשִׂים nasim נְשִׁימָה neshima נְשִׁיפָה neshifa נְשִׁיקָה neshika נִשְׁכַּח nishkakh נִשְׂכַּר niskar נִשְׁלַט nishlat נָשַׁם nasham נָשְׁמָה nashma נְשָׁמָה nshama נִשְׁמַע nishma נִשְׁמַר nishmar נָשַׁמְתִּי nashamti נִשְׁמָתִי nishmati נָשַׁק nashaq נֶשֶׁק nesheq נִשֵּׁק nishek נ־שׁ־ק n-sh-q נֶשֶׁק גַּרְעִינִי neshek garini נֶשֶׁר nesher נִשְׂרַף nisraf נִתַּאי nitay נַתָּב natav נִתּוּחַ nituakh נִתְחַכְּמָה nitchakma נָתִיב nativ נָתַן natan נָתָן natan נִתַּן nitan נְתַנְיָה ntanya נְתַנְיָהוּ ntanyahu ס׳ siman סָב sav סַב sav סַבָּא saba סָבַב savav סַבַּבָּה sababa סָבָה sabba סִבָּה siba סִבּוּב sibuv סִבּוּבִים sibuvim סִבּוּךְ sibukh סְבִיבָה sviva סְבִיבָהּ svivah סְבִיבוֹן svivon סְבִיבוֹנִים svivonim סְבִיבוֹת svivot סְבִירוּת svirut סִבִּית sibit סָבַל saval סַבְלָנוּת savlanut סַבְּרֶה sabre סְבָרָה svara סָבְתָא savta סָגַד sagad סֶגוֹל segol סָגוּר sagur סָגֹל sagol סְגַלְגַּל sgalgal סְגֻלָּה sgula, sgulla סִגְנוֹן signon סַגְסֹגֶת sagsoget סָגַר sagar סְדוֹם sdom סִדּוּר sidur סָדִין sadin סדינים sdinim סְדֹם sdom סַדָּן sadan סַדְנָא sadna סַדְנָה sadna סָדַר sadar סֵדֶר seder סִדֵּר sider סִדְרָה sidra סוּבּוֹתְניק subotnik סוֹבְלָנוּת sovlanut סִוֵּג siveg סוּג sug סֻוַּג suvag סוּגָה suga סוּג שֶׁל sug shel סוֹד sod סוֹל sol סוֹלְלָה solla סוּנִי suni סוּס sus סוּסַיִם susayim סוּס יַם sus yam סוֹף sof סוּף suf סוֹף סוֹף sof sof סוֹפִי sofi סוֹפִית sofit סוֹפֵר sofer סוּפֶּר super סוּפֶּרְפּוֹזִיצְיָה superpozitsya סוֹצְיָאלִיזְם sotsyalizm סוּרְיָה surya סוּשִׁי sushi סְחוֹרָה skhora סָחַט sakhat סְטוּדֶנְט student סְטָטִיסְטִיקָה statistika סְטִירָה stira סְטִירוֹת stirot סְטִירַת stirat סְטֶנְדְּאָפּ stendap סְטֶנְדְאַפִּיסְט stendapist סִיבִּיר sibir סִיגְד sigd סִיגַרְיָה sigarya סִידָן sidan סַיְדֶּר saider סִיּוּט siyut סִיּוּם siyum סִיוָן sivan סִיֵּם siyem סִימֶטְרִי simetri סִימָן siman סִימָן־מוּלָד siman-mulad סִימָנִים simanim סִין sin סִינַי sinay סִינִי sini סִינִית sinit סִינְתֵּטִי sinteti סִיסְמָה sisma סִיעָה sia סַיִף sayif סִירָה sira סִכָּה sika סִכּוּי sikui סַכּוּ״ם sakum סְכוּם skhum סֻכּוֹת sukot סְכִיזוֹפְרֶנְיָה skizofrenya סַכִּין sakin סַכִּין גִּלּוּחַ sakin giluakh סַכִּין יַפָּנִי sakin yapani סָכָל sakhal סֶכֶל sekhel סִכֵּל sikel סֻכַּל sukal סְכֶמָה skhema סִכֵּן siken סַכָּנָה sakana סָכַר sakhar סֶכֶר sekher סֻכָּר sukar סֻכְּרָזִית sukrazit סֻכֶּרֶת sukeret סָלוֹן salon סָלַח salakh סָלָט salat סְלִיחָה slikha סָלַל salal סֻלָּם sulam סַלְמוֹן salmon סְלֶנְג sleng סַם sam סַם פֶּלֶא sam pele סְמוֹל טוֹק smol tok סָמֶ״ךְ samekh סַמָּל samal סֵמֶל semel סַמְמָן samman סִמֵּן simen סְנָאִי snai סֶנְדְוִיץ׳ sendvich סַנְדָּל sandal סַנְהֶדְרִין‎ sanhedrin סָנַט sanat סֶנְט sent סֶנְט פֶּטֶרְסְבּוּרְג sent petersburg סַנְטֵר santer סניפים snifim סִנְכְּרֵן sinkren סֻנְכְּרַן sunkren סְנַפִּיר snapir סְנַפִּירִים snapirim סַנְקְצְיָה sanktsya סְעִיף seif סְעָרָה seara סָפַג safag סֻפְגָּנִיָּה sufganiya סֻפְגָּנִיָּה sufganiya סֻפְגָּנִיּוֹת sufganiyot סֻפְגָּנִית sufganit סָפַד safad סַפָּה sapa סְפּוֹדִיק spodik סִפּוּחַ sipuach סִפּוּר sipur סְפּוֹרְטַאי sportai סֶפְּטֶמְבֶּר september סְפִינָה sfina סָפִיר safir סַפִּיר sapir סְפִירָה sfira סְפִירוֹת sfirot סַפְסָל safsal סָפֵק safek סַפָּק sapak סִפֵּק sipek סְפֵקוֹת sfekot סָפַר safar סַפָּר sapar סֵפֶר sefer סִפֵּר siper סֵפֶר בְּרֵאשִׁית‎ sefer breshith סֵפֶר בִּשׁוּל sefer bishul סְפָרַד sfarad סְפָרַדִּי sfaradi סְפָרַדִּית sfaradit סַפְרָה safra סְפֶרָה sfera סִפְרָה sifra סִפְּרָה sipra סְפָרוֹת sfarot סִפְרוּת sifrut סִפְרִיָּה sifriya סְפָרִים sfarim סֵפֶר לִמּוּד sefer limud סְצֵנָה stzena סֶקְסוּאָלִי seksuali סֶקְסִי seksi סָקַר sakar סַקְרָן sakran סִקְרֵן sikren סַקְרָנוּת sakranut סֵרַב serav סֶרְבּוֹ־קְרוֹאָטִית serbo-kroatit סַרְגֵּל sargel סֶרֶט seret סֶרֶט דְּיוֹ seret dyo סֶרֶט מַגְנֵטִי seret magneti סַרְטַן sartan סִרְטֵן sirten סַרְטַן הַדָּם sartan ha-dam סַרְטַן יָם sartan yam סָרַק sarak סָרָק sarak סְרָק srak סְתָו stav סָתוּם satum סְתִירָה stira סָתַם satam סֶתֶם setem סְתָם stam סְתָ״ם stm, stam סְתָמִי stami סְתָמִי stami עָב av עָבַד avad עֶבֶד eved עָבְדָה avda עַבְדָּהּ avdah עֲבֹדָה avoda עֲבֻדָּה avuda עִבְּדָה ibda עֻבְדָּה מֻגְמֶרֶת uvda mugmeret עַבְּדוּ abdu עֲבָדוֹ avado עַבְדּוֹ avdo עָבְדוּ avdu עִבְּדוּ ibdu עִבְדוּ ivdu עֲבָדִים avadim עֲבָדְךָ avadcha עַבְדְּךָ avdcha עֲבַדְתֶּם avadtem עֲבֹדָתָם avodatam עִבַּדְתֶּם ibadtem עֲבוֹדָה avoda עֲבוֹט avot עֲבוּר avur עָבַר avar עָבָר avar עֲבֹר avor עֵבֶר erev עֵבֶר ever עֲבָרָה avara עֲבֵרָה avera עֶבְרָה evra עִבְרוּת ivrut עִבְרִי ivri עִבְרִי ivri עִבְרִים ivrim עִבְרִית ivrit עִבְרִיֹּת ivriyot עַגְבָנִיָּה agvaniya עַגְבָנִיּוֹת agvaniyot עָגוּר agur עֻגוֹת ugot עֵגֶל egel עָגַן agan עֹגֶן ogen עַד ad עֵד ed עָדָה ada עֵדָה eda עֵדוּת edut עֵדִים edim עֲדַיִן adayin עָדִיף adif עֲדִיפוּיוֹת adiyfuyot עֲדִיפוּת adiyfut עַד כָּאן ad kan עַדֶּן aden עֵדֶן eden עֹדֶף odef עָדַר adar עֵדֶר eder עֲדָשָׁה adasha עוֹבַדְיָה ovadia עוּגָה uga עוּגִיָּה ugia עוֹד od עוֹדֵד oded עוֹדֵף odef עוֹכֵר שִׂמְחָה okher simkha עַוְלָה avla עוֹלָה ola עוֹלֶה ole עוֹלָם olam עוֹלָמִי olami עוֹלָמִית olamit עוֹמֵד omed עוֹנָה ona עוֹף of עִוֵּר iver עוֹר or עוֹרֵב orev עוֹרְבָנִי orvani עוֹרוֹת orot עוֹרֵךְ orekh עוֹרֵךְ דִּין orekh din עוֹרֶכֶת דִּין orekhet din עוֹרֵר orer עַז az עֵז ez עֲזָאזֵל azazel עָזַב azav עֲזַבְתֶּן azavten עַזָּה aza עָזַר azar עֵזֶר ezer עֶזְרָא ezra עֶזְרָה ezra עֵט et עָטָה ata עֲטִיפָה atifa עָטַף ataf עֲטָרָה atara עַיִט ayit עַיִ״ן ayin עַיִן ayin עִיֵּן iyen עָיַף ayaf עָיֵף ayef עִיֵּף iyef עִיר ir עֵירוֹם erom עִירוֹנִי ironi עִירִיָּה iriya עַכָּבִישׁ akavish עַכְבָּר akhbar עַכְבָּרִים akhbarim עַכּוֹ ako עַכּוּז akuz עִכּוּל ikul עַכְשָׁו akhshav עֲכְשָׁוִי akhshavi עֲכְשָׁוִית akhshavit עַל al עַל al עַל אָחַת כַּמָּה וְכַמָּה al akhat kama vkhama עָלָה ala עָלֶה ale עָלוּב aluv עֲלוּקָה aluka עָלַז alaz עָלֵז alez עַל טַעַם וְרֵיחַ אֵין לְהִתְוַכֵּחַ al taam vreakh en lhitvakeach עֲלֵי alei עֵלִי eli עֲלִיָּה aliya עָלָיו alav עֲלֵיכֶם שָׁלוֹם aleikhem shalom עָלִים alim עָלֵינוּ alenu עַל כֵּן al ken עַל־כֵּן al-ken עַל לֹא דָבָר al lo davar עֶלֶם elem עֹלָם olam עֻלָּם ulam עַלְמָה alma עַלְמָה alma עַל־פִּי al pi עַל רֶגֶל אַחַת al regel achat עַם am עִם im עָמַד amad עֶמְדָּה emda עַמּוֹ amo עִמּוֹ imo עַמּוּד amud עמוד בית amud-bayit עֲמוּדֵי בַיִת amude vayit עַמּוּדִים amudim עָמוֹס amos עַמִּי ami עִמִּי imi עֲמִידָה amida עַמִּים amim עָמִית amit עִמָּנוּאֵל imanuel עָמַק amak עָמֹק amok עֵמֶק emek עֹמֶק omek עֹמֶר omer עַמְרָם amram עֵנָב einav עֲנָבָה anava עִנְבָּל inbal עֹנֶג oneg עֹנֶג oneg עָנָה ana עֲנִי ani עָנִי ani עֹנִי oni עניין של זמן inyan shel zman עָנְיָם onyam עִנְיָן inyan עָנָן anan עֲנָנִים ananim עָנָף anaf עֲנָק anak עֲנָקִי anaki עַנֹּתוֹ anoto עָסוּק asuk עִסּוּק isuk עִסְקִי iski עָף af עֲפִיפוֹן afifon עַפְעַף afaf עָפָר afar, apar עָפֹר afor עֹפֶר ofer עֹפֶר ofer עַפְרָה afra עִפָּרוֹן iparon עֶפְרוֹנוֹת efronot עֵץ etz עֵץ אוֹ פָּלִי etz o pali עָצָה atsa עָצֶה atse עֵצָה eitsa עָצוּב atsuv עִצּוּב itsuv עָצוּם atsum עִצּוּר itsur עֵצִים etsim עַצְלָן atslan עַצְלָנִים atslanim עָצַם atsam עֶצֶם etsem עַצְמָאוּת atsmaut עָצַר atsar עָקֵב akev עֵקֶב ekev עֲקִיבָא akiva, aqiba עָקַף akaf עָקַץ akats עָקַר akar עִקָּר ikar עַקְרָב akrav עַקְרַבִּים akrabim עַקְשָׁן akshan עַקְשָׁנוּת akshanut עֵר er עֲרָב arav עָרַב arav עָרֵב arev עֶרֶב erev עֲרָבָה arava עֲרָבוֹת aravot עֲרֵבוּת arevut עַרְבוּת arvut עֶרֶב טוֹב erev tov עַרְבֵי arve עֲרָבִיָּה araviya עַרְבַּיִם arbayim עֲרָבִית aravit עַרְבִית arvit עֵרוּב eiruv עָרוּךְ arukh עָרוּם arum עָרוּץ aruts עֲרִיכָה arikha עֲרִיכוֹת arikhot עָרִים arim עָרַךְ arakh עֵרֶך erekh עֹרְכֵי־דִין orkhe din עָרַל aral עָרֵל arel עֲרֵלָה arela עָרְלָה orla עָרְלָה orla עָרְלַת orlat עָרֹם arom עַרְמוֹן armon עַרְסָל arsal עַרְעָר arar עֲרָפֶל arafel עַרַק araq עָרַק araq עֶרֶשׂ eres עָשׁ ash עֵשֶׂב esev עָשָׂה asa עָשָׂה חַיִל asa hayil עָשָׂה כְּבִיסָה asa kvisa עֲשׂוּ asu עָשׂוּ asu עֵשָׂו esav, esaw עִשּׁוּן ishun עָשִׁיר ashir עֲשִׂירִי asiri עֲשִׂיתֶן asiten עָשָׁן ashan עִשֵּׁן ishen עִשֵּׁן ishen עֶשֶׂר eser עֹשֶׁר osher עֹשֶׁר osher עֲשָׂרָה asara עִשָּׂרוֹן isaron עֶשְׂרִים esrim עֲשֶׂרֶת הַדִּבְּרוֹת aseret hadibrot עֵת et עַתָּה ata עִתָּהּ itah עִתּוֹן iton עִתּוֹנָאוּת itonaut עִתּוֹנַאי itonai עִתּוֹנָאִי itonai עִתּוֹנַאי itonai עִתּוֹנָאִי itonaiy עָתִיד atid עֲתִידִי atidi עַתִּיק atik עָתֵק atek עֹתֶק otek פָּאָה paa פֵּאָה pea פַּאי pai פְּאֵר peer פֵּאֵר peer פֶבְּרוּאָר februar פִּגּוּעַ pigua פִּגְיוֹן pigyon פָּגִיעַ pagia פְּגִיעָה pgia פְּגִישָׁה pgisha פָּגַע paga פֶּגַע pega פָּגַשׁ pagash פִּדְיוֹן pidyon פָדִיחָה fadikha פָה fa פֶּה pe פֹּה po פּוֹזָה poza פוּטֶר futer פּוּלֶט polet פּוֹלִיגְרָף polygraf פּוֹלִיטִי politi פּוֹלִיטִיקָה politika פּוּנְדָק‎ pundak פּוֹעֵל poel פּוֹעֶלֶת poelet פּוּצָּה putsah פּוֹצֵץ potsets פוֹרוּם forum פּוּרִים purim פּוּרִים purim פוֹרְמָלִי formali פּוֹרְנו porno פּוֹרְנוֹגְרָפִי pornografi פּוֹרְנוֹגְרַפְיָה pornografya פּוֹרֵץ poretz פָּז paz פִּזְמוֹן pizmon פַּח pakh פַּחַד pakhad פָּחַד pakhad פִּחֵד pikhed פַּחְדָן pakhdan פָּחוֹת pakhot פֻּחְלָץ pukhlatz פֶּחָם pekham פַּחְמָן pakhman פָּטוּר patur פִּטּוּר pitur פְּטוֹר ptor פָּטוּר אֲבָל אָסוּר patur aval asur פַּטִּישׁ patish פֶּטֶל petel פִּטְמָה pitma פטמות ptamot פָּטַר patar פֶּטֶר peter פִּטֵּר piter פֻּטַּר putar פֶּטְרוֹזִילְיָה petrozilya פִּטְרִיָּה pitriya פִי fi פַּי pay פִּי pi פִּיהוּ pihu פִּיו piv פִיזִי fizi פִיזְיוֹלוֹגְיָה fizyologya פִּיךְ pich פִּיךָ picha פִּיל pil פִּילֶגֶשׁ pilegesh פִּילַגְּשִׁים pilagshim פִילָדֶלְפִיָּה filadelfia פִילוֹסוֹף filosof פִּילוֹסוֹף pilosof, pilosop פִּין pin פִּינְג פּוֹנְג ping pong פִּינִים pinim פִינְלַנְד finland פִּיצָה pitsa פיקוח נפש pikuakh nefesh פִּירוֹטֶכְנִיקָה pirotekhnika פִּירָמִידָה piramida פַּךְ pakh פֶּלֶא pele פָלָאפֶל falafel פֶּלֶג peleg פְּלָג plag פְּלָדָה plada פְלוּאוֹר fluor פלוּטוֹ pluto פָלוּס falus פֻּלְחָן pulkhan פֻּלְחָנִי pulkhani פְּלַטְפוֹרְמָה platforma פָלִי fali פָּלִינְדְּרוֹם palindrom פְלִירְטוּט flirtut פְּלִישָׁה plisha פְלָמִינְגּוֹ flamingo פָלַסְטִין falastin פְּלָסְטִיק plastik פְּלַסְטֶר plaster פִּלְפּוּל pilpul פִּלְפֵּל pilpel פִּלְפֵּל pilpel פִּלְפְּלים pilplim פִּלְפֵּל לָבָן pilpel lavan פִּלְפֵּל שָׁחֹר pilpel shachor פְלֶשׁ flesh פָּלַשׁ palash פְּלִשְׁתִּי plishti פְּלִשְׁתִּים plishtim פֶן fen פָּן pan פֶּן pen פֻּנְדָּק pundak פָּנָה pana פִּנָּה pina פָּנוּי panuy פִּנּוּי pinui פָּנוּיָה panuya פְּנֵי־ pnei- פָּנִים panim פְּנִימָה pnima פָּנָס panas פַּנְצֶ׳ר pancher פִנֵּק pinek פִּנְקָס pinkas פָּסוּק pasuk פָּסַח pasach פֶּסַח pesach פִּסֵּחַ piseach פִסֵּחַ piseach פַּסְחָא paskha פִּסְּחִים piskhim פֹּסְחִים poskhim פְּסָחִים psachim פְּסִיכוֹלוֹג psikholog פְּסִיכוֹלוֹגְיָה psikhologya פְּסִיכִיאָטְרִי psikhiatri פַּסָּל pasal פָּסַל pasal פֶּסֶל pesel פִּסֵּל pisel פַּסֶּלֶת paselet פְּסֹלֶת psolet פְּסֹלֶת psolet פְּסַנְתֵּר psanter פְּסַנְתֵּרִים psanterim פִּסְפֵּס pispes פָּסַק pasak פָּסֵק pasek פִּסֵּק pisek פְּסָק psak פֻּסַּק pusak פִּסְקָה piska פָּעִיל pail פְּעִילוֹת pilot פְּעִילוּת pilut פָּעַל paal פִּעֵל piel פֹּעַל poal פֹּעַל poal פֻּעַל pual פְּעֻלּה pula פְּעָלִים pealim פַּעַם paam פָּעַם paam פִּעֵם piem פַּעֲמוֹן paamon פַּעֲמוֹנִים paamonim פָּפִּירוּס papirus פָּצִיפִיזְם patsifizm פֶּצַע petza פְּצָצָה petzatza פְּצָצָה אֲטוֹמִית petzatza atomit פָּקַד pakad פִּקֵּד piked פָּקַדְתִּי pakadti פָּקַח pakach פֶּקַח pekach פִּקֵּחַ pikeach פָּקִיד pakid פָּקַק pakak פְּקָק pkak פְּקָקִים pkakim ‎פַּר‎ par פַּרְבָּר parbar פָּרָג parag פֶּרֶג pereg פָּרָדִיגְמָה paradigma פַּרְדֵּ״ס pardes פַּרְדֵּס pardes פָּרָה‎ para פָּרָה para פָּרוֹ paro פָּרוּ paru פְּרוֹ־ pro- פְּרוּ pru פְּרוֹבִּיּוֹטִיקָה probiyotika פְּרוֹבִינְצְיָה provintsya פַּרְוָה parva פְּרוֹזְבּוֹל prozbol פְּרוֹטֶקְצְיָה protektzya פְּרוֹיֶקְט proyekt פרויקטים proyektim פְּרוּסָה prusa פְּרוֹפֶסוֹר profesor פָּרוֹת parot פֵּרוֹת perot פָּרַח parakh פֶּרַח perakh פְרֵחָה frekha פְּרָחִים prakhim פְּרָט prat פְּרָטֵי־ prate- פְּרָטִי prati פְּרִי pri פֶּ‏רִיגֵיאָ‏ה perigea פָּרִיז pariz פָּרִים parim פְרָיֶר fraier פַּרְלָמֶנְט parlament פַרְמָקוֹלוֹגְיָה farmakologya פָּרָנוֹאִידִי paranoidi פָּרַס paras פָּרָס paras פֶּרֶס peres פְּרָס pras פַּרְסָה parsa פַּרְסִי parsi פַּרְסִית parsit פִּרְסֵם pirsem פֻּרְסַם pursam פִּרְסְמָה pirsma פֶּרְסְפֶּקְטִיבָה perspektiva פַּרְעֹה paro פַּרְעֹה paro פַּרְעוֹנֵי־ paronei- פַּרְעוֹשׁ parosh פַּרְפַּר parpar פַּרְפָּרִים parparim פָּרַץ parats פֶּרֶץ perets פַּרְצוּף partsuf פַּרְצוּפִים partsufim פָּרַק parak פַּרְק park פֶּרֶק perek פְּרָקִים prakim, praqim פְּרַקְלִיט praklit פִּרְקָנִי pirqani פָּרָשׁ parash פָּרַשׁ parash פָּרָשָׁה parasa פְּרָת prat פָּשׁוּט pashut פִּשּׁוּט pishut פָּשַׁט pashat פִּשֵּׁט pishet פְּשַׁט pshat פֻּשַּׁט pushat פָּשַׁט אֶת הָרֶגֶל pashat et haregel פַּשְׁטוֹ pashto פְּשִׁיטַת־רֶגֶל pshitat-regel פֶּשַׁע pesha פֶּשַׁע מִלְחָמָה pesha milkhama פָּשַׁר pashar פֵּשֶׁר pesher פִּשֵּׁר pisher פִּשְׁתָּה pishta פַּת pat פֹּת pot פִּתְאוֹם pitom פִּתְאוֹמִי pitomi פִּתְגָּם pitgam פָּתוּחַ patuakh פִּתּוּחַ pituakh פָּתוֹלוֹג patolog פָּתוֹלוֹגְיָה patologia פַתְ״ח fatkh פַּתַח patakh פָּתַח patakh פֶּתַח petakh פִּתֵּחַ piteakh פֶּתַח תִּקְוָה petakh tikva פִּתְרוֹן pitron צֹאן tson, son צַב tsav צָבָא tsava צִבְאוֹת־ tsivot- צְבָאוֹת tsvaot צְבָאִי tsvai צִבּוּר tsibur צִבּוּרִי tsiburi צְבִי tsvi צַבָּע tsaba צָבַע tsava צֶבַע tseva צְבָעִים tsvaim צַבָּר tsabar צָבַר tsavar צָד tsad צַד tsad צַדִּיק tsadik צָדַק tzadak צֶדֶק tzedek צְדָקָה tsdaka צְדָקִים tsdakim צַדֶּקֶת tsadeket צָהֹב tsahov צְהַבְהַב tshavhav צָהֳלָה tsohola צָהֳרָיִם tsahorayim צָהֳרַיִם tsohorayim צַו tsav צַוָּאָה tzavaa צַוָּאר tsavar צַוָּארוֹן tsavaron צוּד tsud צוֹדֵק tsodek צִוָּה tsiva צִוָּהוּ tsivahu צו הרחקה tsav-harkhaka צ׳וֹלְנְט cholnt צוֹם tsom צוּנַמי tsunami צוֹעֲנִי tsoani צ׳וּפְּצִ׳יק chupchik צוּק tzuk צוֹר tsor צוּר tsur צוּרָה tsura צֶוֶת tsevet צַח tsakh צְחוֹק tskhok צָחִיחַ tsakhiakh צָחַק tsakhak צִטּוּט tsitut צִטֵּט tsitet צֻטַּט tsutat צִי tsi צַיָּד tsayad צַיִד tsayid צִידוֹן tsidon צַיָּדֵי tsayadei צַיָּדִים tsayadim צַיֶּדֶת tsayedet צִיּוֹן tsiyon צִיּוּן tsiyun צִיּוֹנוּת tsiyonut צִיּוּנִים tziyunim צִיּוּר tsiyur צִיּוּרֵי־ tsiyurei- צִיּוּרִי tsiyuri צִילֵּם tsilem צִימֵר tsimer צ־י־ן ts-y-n צֵ׳יְסֶר cheyser צִיפִּי tsipi צִ׳יפְּס chips צִיץ tsits צִיצִיּוֹת tsitsiyot צִיצִית tsitsit צִיצִת tsitsit ־צִ׳יק -chik צִ׳יק צָ׳ק chik-chak צַיָּר tsayar צִיֵּר tsiyer צֵירֵי tseire צִירִיךְ tzirikh צֵל tsel צָלַב tzalav צְלָב tzlav צְלַב קֶרֶס tslav keres צָלוּל tsalul צִלּוּם tzilum צלחות tzalakhot צַלַּחַת tsalachat צְלִיל tslil צַלָּם tsalam צֶלֶם tselem צֶלַע tsela צָלַע tsolea צְלָפְחָד‎ tslofchad צִלְצֵל tsiltsel צָם tsam צַמָּה tsama צָמַח tsamakh צֶמַח tsemakh צמיגים tzmigim צִמְצֵם tsimtsem צֶמֶר tsemer צֹמֶת tsomet צְנוֹן tsnon צָנוּעַ tsanua צִנּוֹר tsinor צְנִיעוּת tsniut צִנְצֶנֶת tsintsenet צָעִיר tzair צְעִירָה tsira צָעַן tsaan צַעֲצוּעַ tsaatsua צַעֲקַת tsaakat צַעֲקָתָם tsaakatam צַעַר tsaar צָפָה tsafa צִפָּה tsipa צָפוּי tsafui צָפוּן tsafun צָפוֹן tzafon צִפּוֹר tsipor צִפּוֹרָה tsipora צֶפַע tsefa צְפַרְדֵּעַ tzfardea צִפֹּרָה tzipora צִפֹּרֶן tsiporen צְפַת tsfat צֶ׳ק chek צַר tsar צֹר tsor צַר אֹפֶק tsar ofek צָרָה tsara צרוף לשון tzeiruf lashon צָרוּר tsarur צְרוֹר tsror צָרוֹת tsarot צָרוּת tsarut צָרַח tsarakh צְרִיחַ tsriyakh צָרִיךְ tsarikh צְרִיכָה tsrikha צָרִים tsarim צָרַךְ tsarakh צֹרֶךְ tsorekh צַרְכָן tzarchan צִרְעָה tzirah צַר עַיִן tsar ayin צָרַעַת tsaraat צֵרֵף tseref צָרְפַת tsarfat צָרְפָתִי tsarfati צָרְפָתִית tsarfatit צַרְצוּר tzartzur צִרְצוּר tzirtzur צְרָצַר tsratsar צַתְרָה tsatra קֵבָה keva קִבּוּץ kibutz קֻבּוּץ kubuts קְבוּצָה kvutza קְבוּצוֹת kvutzot קִבּוּצִי kibutsi קְבוּצַת־ kvutzat קְבוּצַת חָזְקָה kvutzat khozka קְבוּרָה kvura קִבֵּל kibel קַבָּלָה kabala קַבָּלוֹת kabalot קַבְּצָן kabtzan קָבַר kavar קֶבֶר kever קִבֹּרֶת qiboret קָדוּם kadum קָדוֹשׁ kadosh קִדּוּשׁ kidush קִדּוּשׁ kidush קַדַּחַת kadakhat קָדִימָה kadima קַדִּישׁ kadish קָדַם kadam קְדַם־ kdam- קֶדֶם kedem קִדֵּם kidem קֹדֶם kodem קִדְמִי kidmi קָדְקֹד kodkod קָדֵשׁ kadesh קִדֵּשׁ kidesh קֹדֶשׁ kodesh קֻדַּשׁ kudash קֻדַּשׁ kudesh קְדֻשָּׁה kdusha קַדְּשֵׁנוּ kadshenu קִדַּשְׁנוּ kidashnu קִדְּשָׁנוּ kidshanu קַהְוָה, קַהֲוָה kahva, kahava קָהִיר kahir קָהָל qahal קְהִלָּה khila קֹהֶלֶת kohelet קַו kav קוֹאוֹפֵּרָטִיב kooperativ קוֹאָלִיצְיָה koalitsya קוּגֶל kugel קוֹדֵחַ qodeakh קִוָּה kiva קְווִידִיץ׳ kwidich קוֹטֶג׳ kotej קוֹל kol קוּל kul קוֹלוֹת kolot קוֹלְחוֹז kolkhoz קוֹלָן kolan קוֹלְנוֹעַ kolnoa קוֹלָנִי kolani קוֹל צָף kol tsaf קוֹל קוֹרֵא kol kore קוּם kum קוֹמְבִּינָה kombina קוֹמָה koma קוּמוּלוּס kumulus קוּמְזִיץ kumzits קוֹנְדּוֹם kondom קוֹנְדּוֹמִים kondomim קוֹנְדִיטוֹר konditor קְוַנְט kvant קוֹנְסְפִּירָצְיָה konspiratsya קוֹנְסֶרְבָטִיבִי konservativi קוֹנְסֶרְבָטִיבִית konservatit קוֹסֵם kosem קוֹסְמוֹלוֹגְיָה kosmologia קוֹף kof קוּ״ף kuf קוּף kuf קוּפִּידוֹן kupidon קוֹפִים kofim קוֹץ qotz קוֹצֵר kotser קוּקוּ kuku קוּקִית kokit קוּר kur קו רוחב kav rokhav קוֹרֵיאָה korea קוּרְס kurs קִזּוּז kizuz קָט kat קִטֵּב kitev קֹטֶב kotev קָטְבִּי kotbi קָטֵגוֹרְיָה kategorya קָטִיל katil, qatil קְטִילָה ktila קָטַל katal קֶטֶל ketel קִטֵּל kitel קֹטֶל kotel, qotel קִטְלֵג kitleg קֻטְלַג kutlag קְטֵלָה ktela, qtela קְטֻלָּה ktula, qtulla קִטָּלוֹן kitalon, qittalon קִטְלוֹן kitlon, qitlon קְטַלְטַל ktaltal, qtaltal קַטְלָנִי katlani קָטָן katan קָטֹן katon קְטַנְטַן ktantan קָטַנְצִ׳יק katanchik קָטַף kataf קֹטֶר koter קָטָר qatar קִטֵּר qiter קֹטֶר qoter קִיֶב kiyev קִיבּוּץ kibutz קִיבּוּצְנִיק kibutznik קִיּוּם kiyum קַיְטָנָה kaitana קִילוֹמֶטֶר kilometer קַיָּם kayam קִיֵּם kiyem קִיֵּם יַחֲסֵי מִין kiyem yakhasei min קַיִן kayin קַיִץ kayits קֵיצִים kayitsim קִיר kir קֵל kel קַל qal קֹל qol קַל דַּעַת kal daat קַלָּה kala קָלָה qala קַלּוּ kalu קֹלוֹ kolo קַלּוֹת qalot קַלּוּת qalut קָלַח kalakh קָלַט kalat קָלִיגְרָפְיָה kaligrafya קְלִיד klid קְלִיפּ klip קְלִיפָה klifa קְלִיק klik קֹלְךָ kolcha קְלָלָה klala קֻלְמוּס kulmus קַלְמָר kalmar קַלְמָרִין kalmarin קָלַף kalaf קְלָף klaf קְלִפָּה klipa קִלְקֵל kilkel קָם kam קֶמַח kemakh קָמָץ kamats קֵן ken קַנָּא kana, qanna קִנֵּא kine קִנֵּא kine קִנְאָה kina קַנָּאוּת kanaut קְנָאוֹת knaot קַנָאִי kanai קָנָדָּה kanada קָנָה kana קָנֶה kane קִנּוּחַ kinuach קִנֵּחַ kineach קִנְטֵר qinter קֻנְטַר quntar קֶנְיָה kenya קְנִיָּה kniya קַנְיוֹן kanyon קִנִּים kinim קְנִישׁ knish קִנָּמוֹן kinamon קִנָּמוֹן kinamon קָסָאם kasam קַסְדָּה kasda קָסוּם kasum קְסִילוֹפוֹן ksilofon קֶסֶם kesem קֶסֶת keset קַעֲקַע kaaka קִעְקֵעַ lt--israeli native says kiakea, niqqud say niekea--gt קְעָרָה qearah קַעֲרִית qaarit קָפָא kafa קָפָּא kappa קִפָּאוֹן kipaon קָפֶה kafe קָפֶה הָפוּךְ kafe hafukh קָפֶה נָמֵס kafe names קָפֶה קָפוּא kafeh kafu קַפוּצִ׳ינוֹ kapuchino קִפֵּל kipel קֻפְסָה qufsa קָפַץ kafats קַפְרִיסָאִי kafrisai קַפְרִיסִין qafrisin קֵץ kets קָצוּץ katsuts קִצּוּץ qitsuts קִצּוּר kitsur קִצּוּר־דֶּרֶךְ kitsur-derekh קְצִיצָה ktsitsa קְצִיצוֹת ktsitsot קֶצֶף ketsef קְצֶפֶת ktzefet קָצָר katsar קִצֵּר kitser קֹצֶר kotser קֻצַּר kutsar קְצַרְצַר ktsartsar קְצָת ktsat קָקָאוֹ kakao קק״ל kkl קַר kar קֹר kor קָרָא kara קָרָא qara קָרָאִי karai קִרְאֶן kiren קֻרְאָן kuran koran קָרַב karav קְרָב krav קְרַב אִגְרוּף krav igruf קָרְבָּן korban קָרְבָּנוֹת korbanot קְרַב רַב krav rav קָרָה qara קָרוּא karu קָרוֹב karov קְרוֹבָה krova קְרוֹבוֹת krovot קָרָוָן qaravan קֶרַח kerakh קֵרֵחַ kereakh קֹרַח korakh קַרְחוֹן karkhon קַרְחִי karkhi קָרִיא kari קִרְיָה kirya קְרִיזָה kriza קֶרִי לַיְלָה keri layla קְרִיקֶט kriket קָרִיקָטוּרָה karikatura קִרְיַת גַּת‎ kiryat gat קִרְיַת שְׁמוֹנָה‎ kiryat shmona קֹר כְּלָבִים kor klavim קָרַן karan קֶרֶן keren קֶרֶן keren קָרַע qara קַרְפָּד karpad קַרְפָּדָה karpada קַרְקַע karka קַשׁ kash קַשָּׁב kashav קֶשֶׁב keshev קָשֶׁה kashe קָשׁוּר kashur קִשּׁוּר kishur קִשּׁוּרִים kishurim קֹשִׁי koshi קָשִׁיחַ kashiakh קְשִׂיטָה ksita קָשִׁישׁ kashish קְשִׁישָׁה kshisha קַשָּׁר kashar קָשַׁר kashar קֶשֶׁר kesher קִשֵּׁר kisher קַשָּׁת kashat קֶשֶׁת keshet קְשָׁתוֹת kshatot קָתֶדְרָלָה katedrala רָאָה raa רֵאָה rea רֹאֶה roe רְאוּבֵן ruven רָאוּי raui רֵאוֹת reat רֵאוֹת reot רֵאוֹת reot רְאוֹת rot רְאוּת rut רְאָיָה reaya רְאִיָּה reiya רֵאָיוֹן reayon רָאִינוּ rainu רָאִיתִי raiti רְאִיתֶן riten רְאֵם rem רֹאשׁ rosh רֹאשׁ־הַמֶּמְשָׁלָה rosh-hamemshala רֹאשׁ הַשָּׁנָה rosh-hashana רִאשׁוֹן rishon רִאשׁוֹן לְצִיּוֹן rishon ltsiyon רִאשׁוֹנָה rishona רָאשֵׁי rashei רָאשִׁי rashi רָאשִׁים rashim רָאשֵׁי תֵבוֹת rashei teivet רֹאשׁ־מֶמְשָׁלָה rosh-memshala רֹאשָׁן roshan רֹאשָׁנִים roshanim ראש עירייה rosh iria רֵאַת reat רַב rav רָב rav רְבָבָה rvava רָבָה rava רִבּוֹן ribon רִבּוֹנֵי ribonei רִבּוֹנִי riboni רִבּוּעַ ribua רַבּוֹת rabot רַבִּי rabi רְבִיעִי rvii רִבִּית ribit רַב־מַלְאָךְ rav-malakh רַבֵּנוּ rabeinu רַבָּנִים rabanim רֹבַע rova רֹבַע rova רִבְעוֹן rivon רִבְקָה rivka רַבְשָׁקֵה ravshake רָגוּעַ ragua רָגִיל ragil רֶגֶל regel רַגְלָיו raglav רַגְלַיִךְ raglayich רגליך raglcha רַגְלֶיךָ raglecha רֶגַע rega רֹגַע roga רְגָעִים rgaim רֶגֶשׁ regesh רְגָשׁוֹת rgashot רִגְשִׁי rigshi רַדְיוֹ radyo רַהַב rahav רָהוּט rahut רִהוּט rihut רִהֵט rihet רֹהַט rohat רָהִיט rahit רְהִיטוּת rhitut רוֹאֶה roe רוֹאֵה חֶשְׁבּוֹן roe kheshbon רוֹבֶה rove רוּגַאֲטְקָה rugatqa רוּגַטְקָה rugatqa רוֹגֵעַ rogea רוּחַ ruach רוּחַ הַזְּמַן ruach hazman רוּחַ הַקֹּדֶשׁ ruah haqqodes רוּחָנִי rukhani רוּחָנִיּוֹת rukhaniyot רוּחָנִיּוּת rukhaniyut רוטב סויה rotev-soya רְוָיָה revaya רוֹם rom רוּם rum רוֹמָא roma רוֹמַם romam רוֹמֵם romem רוֹמָן roman רוֹמַנְיָה romanya רוֹמָנִית romanit רוֹן ron רוּסִי rusi רוּסְיָה rusya רוּסִית rusit רוֹפֵא rofe רוֹפְאָה rofa רוֹצָה rotsa רוֹצֶה rotse רוֹצִים rotsim רַוָּק ravak רַוָּק ravaq רוֹק roq רוֹקַח rokakh רוֹקֵחַ rokeakh רוֹקַחַת rokakhat רוּת rut רוֹתֵחַ roteakh רָזָה raza רָזֶה raze רָחָב rachav רְחָבָה rchava רְחַב יָדַיִם rakhav yadayim רְחוֹב rekhov רְחוֹבוֹת rkhovot רְחוֹבוֹת rkhovot רָחוֹק rakhok רָחוֹק rakhok רֵחַיִם rekhayim רָחֵל rachel רָחַם rakham רֶחֶם rekhem rakham רִחֵם rikhem רֻחֵם rukham רַחֲמִים rakhamim רַחְמָנוּת rakhmanut רִחֵף rikhef רָחַץ rachats רָטֹב ratov רֹטֶב rotev רָטוּב ratuv רְטוּבָה rtuva רֶטְרוֹאַקְטִיבִי retroactivi רֵיחַ reakh רֵיחָן rehan רִיס ris רִיסִים risim רֵיק reik רֵיקָם rekam רַךְ rakh רֹךְ rokh רָכַב rakhav רֶכֶב rechev ר־כ־ב r-k-b רַכֶּבֶל rakevel רַכֶּבֶת rakevet רִכּוּז rikuz רְכִילוּת rechiylut רָם ram רַמָּאוּת ramaut רַמְבַּ״ם rambam רַמְבַּ״ן ramban רָמָה rama רִמָּה rima רִמּוֹן rimon רִמּוֹנָדָה rimonada רִמּוֹנִים rimonim רָמַז ramaz רֶמֶז remez רַמְזוֹר ramzor רַמְלָה ramla רֶמֶץ remets רָמַשׂ ramas רֶמֶשׂ remes רָמַת גַּן ramat gan רַן ran רֹן ron רִנָּה rina רִנָּה rina רִסֵּס rises רַע ra רֵעַ rea רָעַב raav רָעָב raav רָעֵב raev רָעַד raad רָעָה raa רֵעָה rea רְעוּאֵל ruel רֹעִי roi רַעֲיוֹן raayon רֵעֲךָ reacha רַעַל raal רַעַם raam רַעְמְסֵס ramses רַעֲנַנָּה raanana רַעַשׁ raash רָעַשׁ raash רַעֲשָׂן raashan רַעֲשָׁנִי raashani רָפָא rafa רִפֵּא ripe רֻפָּא rupa רִפֵּד riped רֻפַּד rupad רָפֶה rafe רְפוּאָה rfua רְפוּאוֹת rfuot רְפוּאִי rfui רְפוּאַת rfuat רֶפּוּבְּלִיקָה republika רִפּוּד ripud רַפְסוֹדָה rafsoda רֶפֶת refet רָץ ratz רִצֵּד ritsed רָצָה ratsa רִצָּה ritsa רָצוּי ratzui רָצוֹן ratzon רָצוֹן טוֹב ratzon tov רְצוּעָה rtsua רָצַח ratzakh רֶצַח retzakh רְצִינִי rtsini רִצְפָּה ritspa רַק rak רֹק roq רָקַד rakad רַקְדָן rakdan רַקְדָנִית rakdanit רָקוּב rakuv רִקּוּד riqud רָקֶטָה raketa רֶקְטוּם rektum רָקִיעַ rakia רְקִיעִים rkiim רָקַע raka רֶקַע reka רִקַּע rika רֻקַּע ruka רִשּׁוּת rishut רַשִׁ״י rashi רְשִׁימָה rshima רְשִׁימוֹת reshimot רְשִׁימָת reshimat רָשַׁם rasham ר־שׁ־ם r-sh-m רִשְׁמִי rishmi רָשָׁע rasha רֶשָׁע resha רִשְׁעוּת rishut רְשָׁעִים rshaim רֶשֶׁף resheph רֶשֶׁת reshet רִשֵּׁת rishet רַתָּךְ ratakh רִתֵּךְ ritekh רֻתַּךְ rutakh שֶׁ־ she- שָׁאוּל shaul שְׁאוֹל shol שְׁאִיבַת־שֻׁמָּן shivat-shuman שָׁאַל shaal שְׁאֵלָה shela שַׁאנְג-חָאי shang-khai שָׁאַף shaaf שְׁאָר shar שָׁב shav שֵׁב shev שְׁבָבִים shvavim שָׁבָה shava שְׁבָה shva שָׁבוּי shavuy שָׁבוּעַ shavua שְׁבוּעָה shvua שָׁבוּעוֹת shavuot שְׁבוּעוֹת shvuot שְׁבוּעַיִם shvuayim שָׁבוּר shavur שֶׁבַח shevakh שִׁבֵּחַ shibeakh שֻׁבַּח shubakh שֵבֶט shevet שְׁבָט shvat שִׁבְטִי shivti שָׁבִיט shavit שְׁבִיל shvil שְׁבִיל הֶחָלָב shvil hekhalav שְׁבִיעִי shvii שֹׁבֶל shovel שַׁבְּלוּל shablul שִׁבֹּלֶת shibolet שִׁבֹּלֶת shibolet, sibbolet שִׁבֹּלֶת שׁוּעָל shibbolet shual שָׂבַע sava שֶׁבַע sheva שֹׂבַע sova שִׁבְעָה shiva שִׁבְעִים shivim שִׁבְעָתַיִם shivatyim שָׁבָץ shavats שָׁבַר shavar שֶׁבֶר shever שִׁבֵּר shiber שֻׁבַּר shubar שִׂבֵּר siber שְׁבָרִים shvarim שַׁבָּת shabat שָׁבַת shavat שֶׁבֶת shevet שַׁבְּתַאי shabtai שַׁבָּתוֹן shabaton שַׁבָּתוֹת shabatot שַׁבָּת שָׁלוֹם shabat shalom שְׁגִיאָה shgia שְׁגִיאַת כְּתִיב shgiat ktiv שִׁגֵּעַ shigea שִׁגָּעוֹן shigaon שִׁגֵּר shiger שִׁגְרָה shigra שַׁגְרִיר shagrir שַׁגְרִירוּת shagrirut שַׁגְרִירִים shagririm שָׁד shad שֵׁד shed שֹׁד shod שֹד shod שָׂדֶה sade שִׁדּוּר shidur שִׁדּוּר חוֹזֵר shidur-khozer שִׁדּוּרִים shidurim שָׁדַיִם shadayim שַׁדָּר shadar שֶׁדֶר sheder שִׁדְרוּג shidrug שְׂדֵרוֹת‎‎ sderot שַׁדְרָן shadran שֶׂה se, se שֹׁהַם shoham שָׁוְא shav שְׁוָא shva שׁוֹאָה soa שׁוֹאוֹת shoot שׁוֹאַת shoat שׁוּב shuv שׁוֹדֵד shoded שׁוֹדֵד יָם shodet yam שְׁוֶדְיָה shvedya שָׁוֶה shave שִׁוּוּק shivuk שׂוֹחֵחַ sokheakh שׁוֹחֵט shokhet שׁוֹט shot שׁוֹטֶה shote שׁוֹטֵט shotet שׁוֹטֵר shoter שׁוֹטְרוֹת shotrot שׁוֹטֶרֶת shoteret שׁוּל shul שׁוּם shum שׂוּם sum שׁוֹמֵר shomer שׁוּמֶר shumer שׁוֹמְרִים shomrim שׁוֹמֵר שַׁבָּת shomer shabat שׂוֹנֵא sone שׁוֹנֶה shone שׁוּעָל shual שׁוּף shuf שׁוֹפֵט shofet שׁוֹפְטֵי shoftei שׁוֹפְטִים shoftim שׁוֹפְכָן shofkhan שׁוֹפָר shofar שִׁוֵּק shivek שׁוֹק shok שׁוּק shuk שׁוֹקוֹלָד shokolad שׁוֹר shor שׁוּרָה shura שׁוּרוּק shuruk שׁוּרוֹת shurot שׁוֹרַשׁ shorash שׁוֹרֵשׁ shoresh שׁוּרַת shurat שׁוֹשָׁן shoshan שׁוּשָׁן shushan שׁוֹשַׁנָּה shoshana שׁוֹשַׁנָּה shoshana שָׁזַף עַיִן בְּ־ shazaf ayin שֹׁחַד shokhad שָׂחָה sakha שָׁחוּם shachum שְׁחוֹר shkhor שִׁחְזוּר shikhzur שְׁחִיטָה shkhita שְׁחִיתוּת shkhitut שְׁחַמְחַם shkhamkham שַׁחְמָט shakhmat שַׁחֶפֶת shakhefet שְׁחָקִים shkhakim שַׂחְקָן sakhqan שַׂחְקָנִים sakhkanim שַׂחְקָנִית sakhkanit שַׁחַר shakhar שָׁחֹר shakhor שַׁחֲרוּר shakharur שִׁחְרוּר shikhrur שִׁחְרוּרוֹ shikhruro שִׁחְרוּרִים shikhrurim שְׁחַרְחַר shkharkhar שְׁחַרְחֶרֶת shkharkhoret שִׁחְרֵר shikhrer שֻׁחְרַר shukhrar שָׁט shat שָׁטַח shatakh שֶׁטַח shetakh שִׁטֵּחַ shiteakh שָׁטִיחַ shatiakh שָׁטִיחַ אָדֹם shatiakh adom שָׂטָן satan שָׁטַף shataf שֶׁטֶף shetef שַׁי shay שִׂיחַ siakh שִׂיחָה sikha שִׁיטָה shita שַׁיָּךְ shayakh שִׁימּוּשׁ shimush שִׁימּוּשִׁים shimushim שִינְקֶה shinke שִינְקֶן shinken שִׁיעִי shii שִׁיפוֹן shifon שִׁיר shir שַׁיָּרָה shayara שִׁירָה shira שִׁירָה shira שִׁירוֹת shirot שִׁירִים shirim שִׁית shit שָׁכַב shakhav שְׁכוּנָה shkhuna שָׁכַח shakhakh שַׁכְחָן shakhekhan שַׂכִּין sakin שְׁכִינָה shkhina שֵׂכֶל sekhel שִׁכְלוּל shikhlul שָׁכַן shakhan שָׁכֵן shakhen שִׁכְנֵעַ shichnea שִׁכְנֵעַ shikhnea שׁ־כ־נ־ע sh-k-n- שֻׁכְנַע shukhna שְׁכֶנְתָּהּ shchentah שָׂכַר sakhar שָׂכָר sakhar שֶׂכֶר sekher שָׁכַר shakhar שֵׁכָר shekhar שִׁכֵּר shiker שִׁכְתֵּב shikhtev שַׁל shal שֶׁלְּ־ shel- שֶׁל shel שְׁלָבִּים shlabim שָׁלָב, שְׁלָב shalav, shlav שֶׁלֶג sheleg שִׁלְגִּיָּה shilgiya שְׁלָגִים shlagim שֶׁלֶד sheled שֶׁלָּהּ shelah שִׁלֹה shilo שָׁלֵו shalev שֶׁלּוֹ shelo שְׂלָו slav שַׁלְוָה shalva שָׁלוֹם shalom שָׁלוֹם עֲלֵיכֶם shalom aleikhem שָׁלוֹשׁ shalosh שְׁלוֹשָׁה shlosha שְלוֹשָׁה עָשָׂר shlosha asar שְׁלוֹשִׁים shloshim שְׁלוֹשׁ עֶשְׂרֵה shlosh esre שָׁלַח shalach שֶׁלַח shelach שִׁלֵּחַ shileach שִׁלְחוֹ shilcho שֻׁלְחָן shulchan שֻׁלְחָן shulkhan שֻׁלְחָנוֹת shulchanot שַׁלְּחֵנִי shalcheni שְׁלָחַנִי shlachani שֻׁלְחָנִי shulchani שְׁלַחְתִּיךָ shlachticha שַׁלָּט shalat שָׁלַּט shalat שֶׁלֶט shelet שִׁלְטוֹן shilton שִׁלְטוֹן shilton שַׁלָּט רָחוֹק shalat rakhok שֶׁלִּי sheli שָׁלִיחַ shaliakh שְׁלִיחָה shlikha שְׁלִיטָה shlita שְׁלִילִי shlili שָׁלִישׁ shalish שְׁלִישׁ shlish שְׁלִישִׁי shlishi שֶׁלָּךְ shelakh שֶׁלְךָ shelkha שָׁלַם shalam שָׁלֵם shalem שָׁלֵם shalem שִׁלֵּם shilem שַׂלְמָה salma שִׁלְּמָה shilma שְׁלֵמָה shlema שְׁלֹמֹה shlomo שְׁלֵמוּת shlemut שֶׁלָּנוּ shelanu שַׁלְפּוּחִית shalpukhit שָׁלֹשׁ shalosh שְׁלֹשָׁה shlosha שִׁלְשׁוֹם shilshom שְׁלֹשֶׁת shloshet שָׂם sam שָׁם sham שָׁם sham שֵׁם shem שָׂם לֵב sam lev שֵׁם לְוַאי shem levai שֵׁם מִשְׁפָּחָה shem mishpakha שם משתמש shem mishtamesh שֵׁם עֶצֶם shem etsem שֵׁם פְּעֻלּה shem-peula שם פרטי shem prati שְׂמֹאל smol שְׂמָאלִי smali שָׂמוֹ samo שָׂמוּ samu שָׁמוּ shamu שְׁמוֹ shmo שְׁמוּאֵל shmuel שִׁמּוּן shimun שְׁמוֹנָה shmona שְׁמוֹנֶה shmone שְׁמוֹנִים shmonim שְׁמוּעָה shmua שִׁמּוּר shimur שֵׁמוֹת shemot שְׁמוֹת shmot שָׂמַח samakh שָׂמֵחַ sameakh שִׂמֵּחַ simeakh שִׂמְחָה simkha שִׂמְחָתֵנוּ simchatenu שְׁמִי shmi שְׁמִיטָה shmita שְׂמִיכָה smikha שָׁמַיִם shamayim שְׁמֵימִי shmeymiy שְׁמִינִי shmini שְׁמִינִי עֲצֶרֶת shmini atseret שְׁמִירָה shmira שמירטוף shmirtuf שְׁמִירַת shmira שָׂמְךָ samcha שִׁמְךָ shimcha שְׁמֵךְ shmech שִׂמְלָה simla שִׂמְלַת simlat שְׂמָלֹת smalot שָׁמַן shaman שָׁמֵן shamen שֶׁמֶן shemen שִׁמֵּן shimen שֻׁמָּן shuman שְׁמָנִים shmeinim שְׁמַנְמַן shmanman שַׁמֶּנֶת shamenet שָׁמַע shama שֵׁמַע shema שְׁמַע shma שִׁמְעוֹן shimon שִׁמְעִי shimi שְׁמַעְיָה shmaya שָׁמַעְתִּי shamati שַׁמְפַּנְיָה shampania שָׁמַר shamar שֶׁמֶר shemer שִׁמֵּר shimer שֻׁמַּר shumar שֻׁמָּר shumar שְׁמַרְטַף shmartaf שְׁמִרְטֵף shmirtef שְׁמֻרְטַף shmurtaf שִׁמְרִית shimrit שָׁמַרְנוּ shamarnu שָׁמַרְתְּ shamart שָׁמַרְתָּ shamarta שָׁמַרְתִּי shamarti שַׁמָּשׁ shamash שֶׁמֶשׁ shemesh שִׁמֵּשׁ shimesh שִׁמְשׁוֹן shimshon שְׁמָשׁוֹת shmashot שִׁמְשִׁי shimshi שֻׁמְשֹׁם sumsm שֵׁן shen שֵׁן בִּינָה shen bina שָׂנֵא sane שִׂנְאָה sina שַׁנַּאי shanai שֹׂנְאֵינוּ sonenu שָׁנָה shana שֵׁנָה sheina שִׁנָּה shina שֻׁנָּה shuna שָׁנָה טוֹבָה shana tova שָׂנוּא sanu שִׁנּוּי shinui שְׁנוֹרְקֶל shnorkel שְׁנוֹרְקֶלִים shnorkelim שְׁנוֹת־ shnot- שָׁנִי shani שָׁנִי shani שֵׁנִי sheni שִׁנִּי shini שֹׁנִי shoni שְׁנִיָּה shniya שְׁנִיּוֹת shniyot שָׁנִים shanim שְׁנַיִם shnayim שְׁנֵים עָשָׂר shneyim asar שְׁנִיצֶל shnitsel שֵׁנִית shenit שִׁנְמוּךְ shinmukh שִׁנְעָר shinar שְׁנֵקֶל shnekel שְׁנַת־ shnat- שָׁעָה shaa שָׁעוֹן shaon שָׁעוּן shaun שָׁעוֹן מְעוֹרֵר shaon morer שִׁעוּר shiur שְׂעוֹרָה seorah שָׂעִיר sair שֵׂעִיר seir שִׁעְמוּם shiamum שֵׂעָר sear שַׁעַר shaar שִׁעֵר shier שַׂעֲרָה saara שערות סבתא searot savta שֶׁף shef שָׂפָה safa שִׁפּוּר shipur שָׂפוֹת safot שְׁפִיכָה shfikha שָׁפַךְ shafakh שָׁפַךְ אוֹר shafakh or שָׁפְכָה shofkha שָׂפָם safam שָׁפַע shafa שֶׁפַע shefa שַׁפַּעַת shapaat שִׁפֵּר shiper שְׂפַת־ sfat- שְׂפָתַיִם sfatayim שְׂפָתַיִם גְּדוֹלוֹת sfatayim gdolot שְּׂפָתַיִם קְטַנּוֹת sfatayim ktanot שְׂפַת תִּכְנוּת sfat tikhnut ש״ץ shats שַׂק sak שָׁקַד shakad שָׁקֵד shaked שָׁקוּל shakul שָׁקוּף shakuf שָׁקַט shakat שָׁקֵט shaket שֶׁקֶט sheket שַׂקִּים sakim שְׁקִיעָה shkia שַׂקִּית sakit שָׁקַל shakal שֶׁקֶל shekel שֶׁקֶל חָדָשׁ shekel khadash שְׁקָלִים shkalim שִׁקְמָה shikma שִׁקְמִים shikmim שֶׁקֶר sheker שִׁקֵּר shiker שִׁקְרֵי shikrei שְׁקָרִים shkarim שַׁקְרָן shakran שַׁקְרָנִים shakranim שַׂק שֵׁנָה sak-sheina שַׂר sar שָׁר shar שָׁרָב sharav שְׁרָבִי shravi שָׂרָה sara שָׁרָה shara שֵׁרוּת sheirut שֵׁרוּתִים sherutim שָׂרַי saray שָׂרֵי sare שִׁרְיוֹן shiryon שִׂרְיוֹן siryon שָׂרִים sarim שָׁרִים sharim שְׁרִיקָה shrika שְׁרִיקוֹת shrikot שְׁרִיקַת shrikat שְׁרִיר shrir שְׁרִירֵי־ shrirei- שְׁרִירִי shriri שָׂרִית sarit שָׂרַף saraf שָׂרָף saraf שְׂרָף sraf שְׂרֵפָה srefa שְׂרָפִים srafim שָׁרַץ sharats שֶׁרֶץ sherets שָׁרַק sharak שֹׁרַשׁ shorash שֹׁרֶשׁ shoresh שׁ־ר־שׁ sh-r-sh שָׁרְשִׁי shorshi שָׁרְשִׁיּוּת shorshiyut שֳׁרָשִׁים shorashim שַׁרְשֶׁרֶת sharsheret שָׁרָת sharat שֵׁרֵת sheret שָׂשׂ sas שֵׁשׁ shesh שֵׁשׁ בֵּשׁ shesh besh שִׁשָּׁה shisha שִׁשָּׁה עָשָׂר shisha asar שָׂשׂוֹן sason שִׁשִּׁי shishi שִׁשִּׁים sisim שֵׁשׁ עֶשְׂרֵה shesh esre שָׁת shat שֵׁת shet שָׁתָה shata שְׁתִיָּה shtiya שְׁתַּיִם shtayim שְׁתֵּים עֶשְׂרֵה shteyim esre שֶׁתֶן sheten שׁ־ת־ן sh-t-n שָׁתַק shataq שִׁתֵּק shiteq שֻׁתַּק shutaq תָּא ta תֵּאָבוֹן teavon תָּא־גָּז ta-gaz תָּא־גָּזִים ta-gazim תְּאוֹם tom תְּאוּצָה teutsa תֵּאוּר teur תָּאֵי taey תָּאִי tai תָּאִים taim תָּאִית tait תֹּאמַר tomar תֹּאמַרְןָ tomarna תֹאמְרֻן tomrun תְּאֵנָה teina תֵּאֵר teer תֹּאַר toar תֹּאַר toar תַּאֲרִיךְ taarikh תאריך פג תוקף taarikh peg tokef תָּבֹא tavo תָּבֹאנָה tavona תֵּבָה teva תָּבוֹא tavo תְּבוּסָה tvusa תַּבְלִין tavlin תַּבְנִית tavnit תֵּבַת דֹּאַר teyvat doar תָּג tag תְּגוּבָה tguva תְּגוּבִית tguvit תַּגְלִית taglit תְּדַבֵּר tdaber תִּדְלֵק tidlek תֵּה te תֹּהוּ tohu תְּהוֹם thom תִּהְיֶה tihye תְּהִלָּה thila תַּהֲלִיךְ tahalikh תְּהִלִּים tehilim תֵּה מִנְחָה te minha תָּו tav תּוֹגַרְמָה togarma תּוֹדָה toda תָּוִית tavit תָּוִית יִדּוּעַ tavit yidua תָּוֶךְ tavech תּוֹלָדָה tolada תּוֹלַעַת tolaat תּוֹם tom תוֹעֵבָה toeva תּוֹצָאָה totsaa תּוֹר tor תּוֹרָה tora תּוֹרוֹת torot תּוּרְכִּי turki תּוּרְכְּיָה turkya תּוֹרַת־ torat- תּוּת tut תְּזוּזָה tzuza תְּזוּנָה tzuna תִּזְמֹרֶת tizmoret תַּחְבּוּרָה takhbura תַּחְבּוּרָה צִבּוּרִית takhbura tsiburit תִּחוּם tikhum תְּחוּם tkhum תְּחִיָּה tkhiya תְּחַיּוּן tchayun תְּחַיֶּיןָ tchayena תְּחִיַּת הַמֵּתִים tkhiyat hametim תְּחִלָּה thila תָּחַם takham תַּחְמֹשֶׁת takhmoshet תַּחֲנָה takhana תַּחֲנַת־ tachanat- תַּחֲנַת אוֹטוֹבּוּס takhanat otobus תַּחֲנַת רַכֶּבֶת takhanat rakevet תַּחְפֹּשֶׂת takhposet תַּחַת takhat תַּחְתּוֹנִים takhtonim תֵּיבוֹת tevot תִּיכוֹן tikhon תַּיְלַנְד tailand תַּיְלַנְדִּי tailandi תַּיְלַנְדִּית tailandit תַּיְלַנְדִּית tailandit תֵּימָן teiman תִּינוֹק tinok תִּינוֹקוֹת tinokot תִּינֹקֶת tinoket תִּיק tik תִּיק גַּב tik gav תַיָר tayar תִּירֶאןָ tirena תִּירָס tiras תַּכֶּה take תֻּכִּי tuki תְּכֵלֶת tchelet תׇּכְנָה tokhna תִּכְנוּת tikhnut תִּכְנֵן tikhnen תִּכְנֵת tikhnet תֵּל tel תָּלוּי talui תֵּלְכוּ telchu תֵּלֵכוּן telechun תֶּלֶם telem תַּלְמוּד talmud תַּלְמִיד talmid תַּלְמִידָה talmida תְּלַת tlat- תַּלְתַּל taltal תִּלְתֵּל tiltel תִּלְתָּן tiltan תַּם tam תָּם tam תֹּם tom תֹּם tom תַּמָּה tama תָּמַהּ tamah תָּמֵהַּ tameah תֶּמָה tema תֵּמַהּ temah תַּמּוּז tamuz תְּמוּנָה tmuna תָּמִיד tamid תְּמִידִי tmidi תָּמִים tamim תְּמִימוּת tmimut תִּמָּלֵא timale תִּמְלָא timla תְּמַלֵּא tmale תָּמָר tamar תַּן tan תֵּן ten תַּנָּא tana תְּנַאי tnai תְּנוּחָה tnukha תְּנוּעָה tnua תנועות tnuot תַּנִּים tanim תִּנְשֶׁמֶת tinshemet תָּסִיל tasil תִּסְפֹּרֶת tisporet תִּסְרֹקֶת tisroket תִּעֵב tiev תַּעַבְדוּן taavdun תְעוּפָה tufa תַּעֲנִית taanit תַּעֲרוּכָה taarukha תַּעֲרוּכָה עוֹלָמִית taarukha olamit תַּעֲשֶׂה taase תֵּעָשֶׂה tease תַּעֲשׂוּ taasu תַּעֲשׂוּן taasun תֹּף tof תִּפְאֶרֶת tiferet תַּפּוּז tapuz תַּפּוּחַ tapuakh תַּפּוּחֵי tapuche תַּפּוּחִים tapukhim תַּפּוּחֵי עֵץ tapuche etz תֻּפִּים tupim תְּפִיסָה tfisa תְּפִירָה tfira תְּפִישָׂה tfisa תָּפֵל tafel תְּפִלָּה tfila תָּפַס tafas תִּפְקֵד tifked תַּפְקִיד tafqid תָּפַר tafar תַּפְרִיט tafrit תַּצְלוּם tatslum תַּצְלִיל tatzlil תִּקְוָה tikva תְּקוּפָה tkufa תְּקוּפוֹת tkufot תְּקוּפַת tkufat תִּקַּח tikach תקטולת tiktolet, tiqtolet תְּקִיעָה tkia תַּקָּלָה taqala תָּקַע taka תֶּקַע teka תַּקְצִיב taktsiv תַּקְרֶאנָה takrena תִּקְרֶאנָה tikrena תַּקְרִב takriv תִּקְרַב tikrav תִּקְרָה tikra תִּקְשֹׁרֶת tikshoret תָּר tar תַּרְבּוּת tarbut תַּרְגּוּם targum תִּרְגּוּם tirgum תַּרְגִּיל targil תִּרְגֵּל tirgel תִּרְגֵּם tirgem תֻּרְגְּמָן turgman תִּרְגֹּמֶת tirgomet תַּרְדֵּמָה tardema תְּרוּעָה trua תְּרוּפָה trufa תֶּרַח terah תְּרִיס tris תְּרֵיסָר tresar תָּרַם taram תַּרְנְגוֹל tarnegol תַּרְנְגֹלֶת tarnegolet תַּרְנְהוֹד tarnhod תְּרָפִים trafim תַּשְׁבֵּץ tashbets תַּשְׁדִּיר tashdir תַּשְׁדִּיר־שֵׁרוּת tashdir-sherut תְּשׂוּאָה tsua תְּשׂואוֹת tsuot תְּשׁוּבָה tshuva תְּשׁוּבוֹת tshuvot תְּשׁוּבַת־ tshuvat תְּשׁוּקָה teshuqah תַּשְׁחֵץ tashkhets תְּשִׁיעִי tshii תַּשְׁלוּם tashlum תַּשְׁלִיךְ tashlich תַּשְׁלִיכֻהוּ tashlichuhu תֵּשַׁע teisha תִּשְׁעָה tisha תִּשְׁעִים tishim תִּשְׁרֵי tishrei תִּתְקַדֵּם titkadem תַּתְרָן tatran תַּתְרָנִית tatranit ================================================ FILE: week07_seq2seq/main_dataset.txt ================================================ ! משתמש:צלף/! ! סימן קריאה !! !! !! תבנית:!! $9.99 $9.99 ' תבנית:' 'Abd al-Ilah עבד אל-אילה 'Abd as-Sattar Qasm עבד-אל סטאר קאסם 'Ain Ghazal עין ע'זאל 'Akbara עכברה 'Allo 'Allo! אלו אלו 'Amr ibn al-'As עמר אבן אל-עאץ 'Amran Governorate עמראן 'Anata ענאתא 'Anin עאנין 'Ara עארה 's-Hertogenbosch דן בוס (29075) 1950 DA (29075) 1950 DA (:Julien:) משתמש:(:Julien:) (I Can't Get No) Satisfaction (I Can't Get No) Satisfaction (I've Had) The Time of My Life (I've Had) The Time of My Life (Miss)understood (Miss)understood (What's the Story) Morning Glory? (What's The Story) Morning Glory? (You Drive Me) Crazy (You Drive Me) Crazy *-algebra אינוולוציה +44 +44 +972 Magazine +972 - תבנית:- -Strogoff- משתמש:-Strogoff- -elect הנשיא הנבחר ...And Justice for All ...And Justice for All ...And Then There Were Three... ...And Then There Were Three... ...Baby One More Time ...Baby One More Time ...Baby One More Time Tour Baby One More Time Tour... ...Nothing Like the Sun ...Nothing Like the Sun .30-06 Springfield .30-06 ספרינגפילד .357 Magnum 357. מגנום .357 SIG .357 SIG .40 S&W סמית' וסון 40 .44 Magnum 44. מגנום .50 Action Express .50 Action Express .NET Framework .NET .NET Framework קטגוריה:.NET .ad סיומת אינטרנט#טבלת סיומות המדינות .ae .ae .af Af. .ag Ag. .ai Ai. .al Al. .aq Aq. .ar .ar .at סיומת אינטרנט#טבלת סיומות המדינות .au .au .be .be .bh .bh .br Br. .ca סיומת אינטרנט#טבלת סיומות המדינות .cc סיומת אינטרנט#טבלת סיומות המדינות .cm סיומת אינטרנט#טבלת סיומות המדינות .cn .cn .com .com .de .de .es .es .et .et .fm .fm .fr סיומת אינטרנט#טבלת סיומות המדינות .id .id .il .il .in סיומת אינטרנט#טבלת סיומות המדינות .it סיומת אינטרנט#טבלת סיומות המדינות .jp .jp .ma סיומת אינטרנט#טבלת סיומות המדינות .md סיומת אינטרנט#טבלת סיומות המדינות .mg סיומת אינטרנט#טבלת סיומות המדינות .mx .mx .pl .pl .ps סיומת אינטרנט#טבלת סיומות המדינות .qa .qa .ru סיומת אינטרנט#טבלת סיומות המדינות .sa .sa .th .th .tk .tk .tm סיומת אינטרנט#טבלת סיומות המדינות .to .to .tv .tv .uk .uk .us .us .xxx .xxx .ye .ye .za .za 0 0 0 קטגוריה:אפס 0.999... 0.999... 01 - Dirrty.jpg קובץ:Christina Aguilera - Dirrty CD cover.jpg 0s BC 1-9 לפנה"ס 1 1 1 קטגוריה:יחידה 1 + 2 + 3 + 4 + ⋯ טור המספרים הטבעיים 1 Esdras עזרא החיצוני 1 Maccabees ספר מקבים א 1 euro coin 1 אירו 1 vs. 100 1 נגד 100 1% rule כלל ה 90-9-1 1+1 ערוץ 1+1 1,000 Places to See Before You Die 1,000 מקומות מופלאים לראות לפני שנמות 1,000,000,000 מיליארד 1,2-Dichloroethane דוכלורואתאן 1,3-Butadiene בוטאדיאן-1,3 1,8-Bis(dimethylamino)naphthalene ספוג פרוטונים 1-555-confide User:1-555-confide 1-Propanol 1-פרופנול 1. FC Heidenheim פ.צ היידנהיים 1. FC Kaiserslautern פ.צ. קייזרסלאוטרן 1. FC Kaiserslautern managers קטגוריה:מאמני פ.צ. קייזרסלאוטרן 1. FC Kaiserslautern players קטגוריה:כדורגלני קייזרסלאוטרן 1. FC Köln פ.צ. קלן 1. FC Köln managers קטגוריה:מאמני פ.צ. קלן 1. FC Köln players קטגוריה:כדורגלני פ.צ. קלן 1. FC Lokomotive Leipzig players קטגוריה:כדורגלני לוקומוטיב לייפציג 1. FC Magdeburg פ.צ. מגדבורג 1. FC Magdeburg players קטגוריה:כדורגלני פ.צ. מגדבורג 1. FC Nürnberg נירנברג 1. FC Nürnberg managers קטגוריה:מאמני נירנברג 1. FC Nürnberg players קטגוריה:כדורגלני נירנברג 1. FC Saarbrücken players קטגוריה:כדורגלני פ.צ. זארבריקן 1. FC Union Berlin אוניון ברלין 1. FC Union Berlin players קטגוריה:כדורגלני אוניון ברלין 1. FFC Frankfurt מועדון כדורגל פרנקפורט 1. FFC Turbine Potsdam טורבין פוטסדם 1. FSV Mainz 05 מיינץ 05 1. FSV Mainz 05 players קטגוריה:כדורגלני מיינץ 05 10 10 10 Downing Street דאונינג 10 10 Hygiea היגיאה 10 Things I Hate About You 10 דברים שאני שונאת אצלך 10 Upper Bank Street רחוב בנק העליון 10 10 agorot controversy מטבע 10 אגורות 10 cent euro coin 10 אירו-סנט 10,000 Days 10,000 Days 10,000 Maniacs 10,000 מניאקים 10,000 metres ריצת 10,000 מטר 100 100 100 Greatest Britons 100 הבריטים הגדולים 100 Miles and Runnin' 100 Miles and Runnin' 100 Squadron טייסת 100 100 Things to Do Before High School 100 דברים להספיק עד התיכון 100 metres ריצת 100 מטר 100 metres freestyle 100 מטר חופשי 100 metres hurdles ריצת 100 מטר משוכות 1000 1000 1000 Forms of Fear 1000 Forms Of Fear 1000 Genomes Project מיזם אלף הגנומים 1000 Ways to Die 1000 דרכים למות 10000 רבבה 100000 100000 1001 1001 1002 1002 1003 1003 1004 1004 1005 1005 1006 1006 1007 1007 1008 1008 1009 1009 100s BC 100-109 לפנה"ס 101 101 101 Dalmatians 101 כלבים וגנבים 101 Dalmatians II: Patch's London Adventure על כלבים וגנבים 2 101 Squadron טייסת 101 1010 1010 1011 1011 1012 1012 1013 1013 1014 1014 1015 1015 1016 1016 1017 1017 1018 1018 1019 1019 101955 Bennu בנו 101st Airborne Division הדיוויזיה המוטסת ה-101 102 102 102 Dalmatians 102 כלבים וגנבים 102 Squadron טייסת 102 1020 1020 1021 1021 1022 1022 1023 1023 1024 1024 1025 1025 1026 1026 1027 1027 1028 1028 1029 1029 103 103 103 Squadron טייסת 103 1030 1030 1031 1031 1032 1032 1033 1033 1033 Fez massacre הטבח ביהודי פאס 1034 1034 1035 1035 1036 1036 1037 1037 1038 1038 1039 1039 104 104 1040 1040 1041 1041 1042 1042 1043 1043 1044 1044 1045 1045 1046 1046 1047 1047 1048 1048 1049 1049 105 105 105 Squadron טייסת 105 1050 1050 1051 1051 1052 1052 1053 1053 1054 1054 1055 1055 1056 1056 1057 1057 1058 1058 1059 1059 106 106 106 Squadron טייסת 106 1060 1060 1061 1061 1062 1062 1063 1063 1064 1064 1065 1065 1066 1066 1066 Granada massacre פרעות גרנדה 1067 1067 1068 1068 1069 1069 107 107 107 Squadron טייסת 107 1070 1070 1071 1071 1072 1072 1073 1073 1074 1074 1075 1075 1076 1076 1077 1077 1078 1078 1079 1079 108 108 1080 1080 1081 1081 1082 1082 1083 1083 1084 1084 1085 1085 1086 1086 1087 1087 1088 1088 1089 1089 109 109 109 שיבויה 109 109 Squadron טייסת 109 1090 1090 1091 1091 1092 1092 1093 1093 1094 1094 1095 1095 1096 1096 1097 1097 1098 1098 1099 1099 10Command56.jpg קובץ:10Command56.jpg 10cc 10cc 10s BC 10-19 לפנה"ס 10th Army הארמייה העשירית 10th Chess Olympiad אולימפיאדת השחמט 1952 10th Duke of Marlborough John Spencer-Churchill הדוכס העשירי ממרלבורו ג'ון ספנסר-צ'רצ'יל 10th Earl of Cavan Rudolph Lambart רודולף למברט 10th Earl of Dundonald Thomas Cochrane תומאס קוקרן 10th Indian Infantry Division דיוויזיית הרגלים ההודית ה-10 10th Knesset קטגוריה:הכנסת העשירית 10th Mountain Division הדיוויזיה ההררית העשירית 10th SS Panzer Division Frundsberg דיוויזיית פאנצר אס אס העשירית 10th arrondissement of Paris הרובע העשירי של פריז 10th arrondissement of Paris קטגוריה:הרובע העשירי של פריז 10th century המאה ה-10 10th century קטגוריה:המאה ה-10 10th century BC המאה ה-10 לפנה"ס 10th century BC קטגוריה:המאה ה-10 לפנה"ס 10th-century books קטגוריה:ספרי המאה ה-10 10th-century popes קטגוריה:אפיפיורים במאה ה-10 10th-century works קטגוריה:יצירות המאה ה-10 11 11 11 Nissan י"א בניסן 11 bit studios 11 bit studios 11 points in the Negev 11 הנקודות 110 110 110 Herculis 110 בהרקולס 110 Squadron טייסת 110 110 metres hurdles ריצת 110 מטר משוכות 1100 1100 1101 1101 1102 1102 1103 1103 1104 1104 1105 1105 1106 1106 1107 1107 1108 1108 1109 1109 110s BC 110-119 לפנה"ס 110th Street רחוב 110 111 111 1110 1110 1111 1111 1112 1112 1113 1113 1114 1114 1115 1115 1116 1116 1117 1117 1118 1118 1119 1119 112 112 1120 1120 1121 1121 1122 1122 1123 1123 1124 1124 1125 1125 1126 1126 1127 1127 1128 1128 1129 1129 113 113 113 Squadron טייסת 113 1130 1130 1131 1131 1132 1132 1133 1133 1134 1134 1135 1135 1136 1136 1137 1137 1138 1138 1138 Aleppo earthquake רעידת האדמה בחלב 1139 1139 113th United States Congress הקונגרס ה-113 של ארצות הברית 114 114 114 Squadron טייסת 114 1140 1140 1141 1141 1142 1142 1143 1143 1144 1144 1145 1145 1146 1146 1147 1147 1148 1148 1149 1149 114th United States Congress הקונגרס ה-114 של ארצות הברית 115 115 115 Squadron טייסת 115 1150 1150 1151 1151 1152 1152 1153 1153 1154 1154 1155 1155 1156 1156 1157 1157 1158 1158 1159 1159 116 116 116 Squadron טייסת 116 1160 1160 1161 1161 1162 1162 1163 1163 1164 1164 1165 1165 1166 1166 1167 1167 1168 1168 1169 1169 117 117 117 Squadron טייסת 117 1170 1170 1171 1171 1172 1172 1173 1173 1174 1174 1175 1175 1176 1176 1177 1177 1178 1178 1179 1179 118 118 118 Squadron טייסת 118 1180 1180 1181 1181 1182 1182 1183 1183 1184 1184 1185 1185 1186 1186 1187 1187 1188 1188 1189 1189 119 119 119 Squadron טייסת 119 119 Tauri 119 בשור 1190 1190 1191 1191 1192 1192 1193 1193 1194 1194 1195 1195 1196 1196 1197 1197 1198 1198 1199 1199 11th Army הארמייה ה-11 11th Chess Olympiad אולימפיאדת השחמט 1954 11th Duke of Marlborough John Spencer-Churchill הדוכס האחד-עשר ממרלבורו ג'ון ספנסר-צ'רצ'יל 11th Knesset קטגוריה:הכנסת האחת עשרה 11th Prince of Ligne Eugène איז'ן השני לבית לינייה 11th SS Volunteer Panzergrenadier Division Nordland דיוויזיית פאנצרגרנדיר אס אס ה-11 11th arrondissement of Paris הרובע האחד עשר של פריז 11th arrondissement of Paris קטגוריה:הרובע האחד עשר של פריז 11th century המאה ה-11 11th century קטגוריה:המאה ה-11 11th century BC המאה ה-11 לפנה"ס 11th-century books קטגוריה:ספרי המאה ה-11 11th-century popes קטגוריה:אפיפיורים במאה ה-11 11th-century works קטגוריה:יצירות המאה ה-11 12 12 12 Angry Men 12 המושבעים 12 Hours of Sebring מרוץ 12 השעות של סברינג 12 Monkeys 12 קופים 12 Years a Slave 12 שנים של עבדות 12 basic principles of animation 12 עקרונות האנימציה 12 months of the Hebrew calendar תבנית:חודשים עבריים 12-hour clock שעון בן 12 שעות 12.8 cm FlaK 40 תותח נ"מ 128 120 120 120 Squadron טייסת 120 120 Wall Street וול סטריט 120 1200 1200 1200 Micrograms 1200 Micrograms 1201 1201 1202 1202 1203 1203 1204 1204 1205 1205 1206 1206 1207 1207 1208 1208 1209 1209 120s BC 120-129 לפנה"ס 121 121 1210 1210 1211 1211 1212 1212 1213 1213 1214 1214 1215 1215 1216 1216 1217 1217 1218 1218 1219 1219 122 122 122 Squadron טייסת 122 1220 1220 1221 1221 1222 1222 1223 1223 1224 1224 1225 1225 1226 1226 1227 1227 1228 1228 1229 1229 123 123 123 Squadron טייסת 123 1230 1230 1231 1231 1232 1232 1233 1233 1234 1234 1235 1235 1236 1236 1237 1237 1238 1238 1239 1239 124 124 124 Squadron טייסת 124 1240 1240 1241 1241 1242 1242 1243 1243 1244 1244 1245 1245 1246 1246 1247 1247 1248 1248 1249 1249 125 125 125 Squadron טייסת 125 1250 1250 1251 1251 1251 Avenue of the Americas שדרת האמריקות 1251 1252 1252 1253 1253 1254 1254 1255 1255 1256 1256 1257 1257 1258 1258 1259 1259 125th Street רחוב 125 126 126 1260 1260 1261 1261 1262 1262 1263 1263 1264 1264 1265 1265 1266 1266 1267 1267 1268 1268 1269 1269 127 127 127 Hours 127 שעות 1270 1270 1271 1271 1272 1272 1273 1273 1274 1274 1275 1275 1276 1276 1277 1277 1278 1278 1279 1279 128 128 128.12.169.103 מרחב היפרבולי 1280 1280 1281 1281 1282 1282 1283 1283 1284 1284 1285 1285 1286 1286 1287 1287 1288 1288 1289 1289 129 129 1290 1290 1291 1291 1292 1292 1293 1293 1294 1294 1295 1295 1296 1296 1297 1297 1298 1298 1299 1299 12Memoriesalbumcover.jpg קובץ:12Memoriesalbumcover.jpg 12onetwothreefour/anti mass אנטי-חומר 12th Army הארמייה ה-12 12th Chess Olympiad אולימפיאדת השחמט 1956 12th Knesset קטגוריה:הכנסת השתים עשרה 12th SS Panzer Division Hitlerjugend דיוויזיית פאנצר אס אס היטלריוגנד 12th arrondissement of Paris הרובע השנים-עשר של פריז 12th arrondissement of Paris קטגוריה:הרובע השנים-עשר של פריז 12th century המאה ה-12 12th century קטגוריה:המאה ה-12 12th century BC המאה ה-12 לפנה"ס 12th-century books קטגוריה:ספרי המאה ה-12 12th-century popes קטגוריה:אפיפיורים במאה ה-12 12th-century works קטגוריה:יצירות המאה ה-12 13 13 13 Going on 30 פתאום 30 13 Hours: The Secret Soldiers of Benghazi 13 שעות: החיילים הסודיים של בנגאזי 13 Kohanic cities ערי הכהנים 13 Kohanic cities קטגוריה:ערי הכהנים 130 130 1300 1300 1301 1301 1302 1302 1303 1303 1304 1304 1305 1305 1306 1306 1307 1307 1308 1308 1309 1309 130s BC 130-139 לפנה"ס 131 131 131 Squadron טייסת 131 1310 1310 1311 1311 1312 1312 1313 1313 1314 1314 1315 1315 1316 1316 1317 1317 1318 1318 1319 1319 132 132 1320 1320 1321 1321 1321 leper scare בהלת המצורעים 1322 1322 1323 1323 1324 1324 1325 1325 1326 1326 1327 1327 1328 1328 1329 1329 132nd Armoured Division Ariete דיוויזיית השריון אריאטה 133 133 133 Squadron טייסת 133 1330 1330 1331 1331 1332 1332 1333 1333 1334 1334 1335 1335 1336 1336 1337 1337 1338 1338 1339 1339 134 134 1340 1340 1341 1341 1342 1342 1343 1343 1344 1344 1345 1345 1346 1346 1347 1347 1348 1348 1349 1349 135 135 135 Squadron טייסת 135 1350 1350 1351 1351 1352 1352 1353 1353 1354 1354 1355 1355 1356 1356 1357 1357 1358 1358 1359 1359 136 136 1360 1360 1361 1361 1362 1362 1363 1363 1364 1364 1365 1365 1366 1366 1367 1367 1368 1368 1369 1369 137 137 1370 1370 1371 1371 1372 1372 1373 1373 1374 1374 1375 1375 1376 1376 1377 1377 1378 1378 1379 1379 138 138 1380 1380 1381 1381 1382 1382 1383 1383 1384 1384 1385 1385 1386 1386 1387 1387 1388 1388 1389 1389 139 139 1390 1390 1391 1391 1392 1392 1393 1393 1394 1394 1395 1395 1396 1396 1397 1397 1398 1398 1399 1399 13th Chess Olympiad אולימפיאדת השחמט 1958 13th Dalai Lama טובטן גיאטסו 13th Knesset קטגוריה:הכנסת השלוש עשרה 13th Waffen Mountain Division of the SS Handschar דיוויזיית אס אס הררית ה-13 13th arrondissement of Paris הרובע השלושה-עשר של פריז 13th arrondissement of Paris קטגוריה:הרובע השלושה-עשר של פריז 13th century המאה ה-13 13th century קטגוריה:המאה ה-13 13th century BC המאה ה-13 לפנה"ס 13th-century books קטגוריה:ספרי המאה ה-13 13th-century popes קטגוריה:אפיפיורים במאה ה-13 13th-century works קטגוריה:יצירות המאה ה-13 14 14 14 Wall Street וול סטריט 14 14 regions of Augustan Rome רובעי רומא בתקופת אוגוסטוס 140 140 140 Squadron טייסת 140 1400 1400 1401 1401 1402 1402 14025 Fallada פאלאדה 1403 1403 1404 1404 1405 1405 1406 1406 1407 1407 1408 1408 1409 1409 140s BC 140-149 לפנה"ס 141 141 1410 1410 1411 1411 1412 1412 1413 1413 1414 1414 1415 1415 1416 1416 1417 1417 1418 1418 1418 משתמש:Scc 1419 1419 142 142 1420 1420 1421 1421 1422 1422 1423 1423 1424 1424 1425 1425 1426 1426 1427 1427 1428 1428 1429 1429 143 143 143 Records תקליטי 143 1430 1430 1431 1431 1432 1432 1433 1433 1434 1434 1435 1435 1436 1436 1437 1437 1438 1438 1439 1439 144 144 1440 1440 1441 1441 1442 1442 1443 1443 1444 1444 1445 1445 1446 1446 1447 1447 1448 1448 1449 1449 145 145 1450 1450 1451 1451 1452 1452 1453 1453 1454 1454 1455 1455 1456 1456 1457 1457 1458 1458 1459 1459 146 146 1460 1460 1461 1461 1462 1462 1463 1463 1464 1464 1465 1465 1465 Moroccan revolt הטבח ביהודי פאס 1466 1466 1467 1467 1468 1468 1469 1469 147 147 147 Squadron טייסת 147 1470 1470 1471 1471 1472 1472 1473 1473 1474 1474 1475 1475 1476 1476 1477 1477 1478 1478 1479 1479 148 148 1480 1480 1481 1481 1482 1482 1483 1483 1484 1484 1485 1485 1486 1486 1487 1487 1488 1488 1489 1489 149 149 149 Squadron טייסת 149 1490 1490 1491 1491 1492 1492 1492: Conquest of Paradise 1492: מעבר לאופק 1493 1493 1494 1494 1495 1495 1496 1496 1497 1497 1498 1498 1499 1499 14magnust/sandbox חואן מאטה 14th Army הארמייה ה-14 14th Chess Olympiad אולימפיאדת השחמט 1960 14th Dalai Lama טנזין גיאטסו 14th Earl of Derby Edward Smith-Stanley אדוארד סמית-סטנלי 14th Knesset קטגוריה:הכנסת הארבע עשרה 14th arrondissement of Paris הרובע הארבעה-עשר של פריז 14th arrondissement of Paris קטגוריה:הרובע הארבעה-עשר של פריז 14th century המאה ה-14 14th century קטגוריה:המאה ה-14 14th century BC המאה ה-14 לפנה"ס 14th-century books קטגוריה:ספרי המאה ה-14 14th-century paintings קטגוריה:ציורים מהמאה ה-14 14th-century popes קטגוריה:אפיפיורים במאה ה-14 14th-century works קטגוריה:יצירות המאה ה-14 15 15 15 minutes of fame חמש עשרה דקות של תהילה 15 puzzle חידת ה-15 150 150 1500 1500 1500 metres ריצת 1500 מטר 1500s קטגוריה:שנות ה-1500 1500s works קטגוריה:ספרי שנות ה-1500 1501 1501 1501 Broadway ברודוויי 1501 1502 1502 1503 1503 1504 1504 1505 1505 1506 1506 1507 1507 1508 1508 1509 1509 150s BC 150-159 לפנה"ס 151 151 1510 1510 1510s קטגוריה:שנות ה-1510 1510s works קטגוריה:ספרי שנות ה-1510 1511 1511 1512 1512 1513 1513 1514 1514 1515 1515 1516 1516 1517 1517 1518 1518 1519 1519 152 152 1520 1520 1520s קטגוריה:שנות ה-1520 1520s works קטגוריה:ספרי שנות ה-1520 1521 1521 1522 1522 1523 1523 1524 1524 1525 1525 1526 1526 1527 1527 1528 1528 1529 1529 153 153 1530 1530 1531 1531 1532 1532 1533 1533 1534 1534 1535 1535 1536 1536 1537 1537 1538 1538 1539 1539 154 154 1540 1540 1540s קטגוריה:שנות ה-1540 1540s works קטגוריה:ספרי שנות ה-1540 1541 1541 1542 1542 1543 1543 1544 1544 1545 1545 1546 1546 1547 1547 1548 1548 1549 1549 155 155 1550 1550 1550s קטגוריה:שנות ה-1550 1550s works קטגוריה:ספרי שנות ה-1550 1551 1551 1552 1552 1553 1553 1554 1554 1555 1555 1556 1556 1556 Shaanxi earthquake רעידת האדמה בשאאנשי 1557 1557 1558 1558 1559 1559 156 156 1560 1560 1560s קטגוריה:שנות ה-1560 1560s works קטגוריה:ספרי שנות ה-1560 1561 1561 1562 1562 1563 1563 1564 1564 1565 1565 1566 1566 1567 1567 1568 1568 1569 1569 157 157 1570 1570 1570s קטגוריה:שנות ה-1570 1570s works קטגוריה:ספרי שנות ה-1570 1571 1571 1572 1572 1573 1573 1574 1574 1575 1575 1576 1576 1577 1577 1578 1578 1579 1579 158 158 1580 1580 1580s קטגוריה:שנות ה-1580 1580s works קטגוריה:ספרי שנות ה-1580 1581 1581 1582 1582 1583 1583 1584 1584 1585 1585 1586 1586 1587 1587 1588 1588 1589 1589 159 159 1590 1590 1590s קטגוריה:שנות ה-1590 1590s works קטגוריה:ספרי שנות ה-1590 1591 1591 1592 1592 1593 1593 1594 1594 1595 1595 1596 1596 1597 1597 1597 קטגוריה:1597 1597 in music 1597 במוזיקה 1598 1598 1599 1599 15th Army הארמייה ה-15 15th Chess Olympiad אולימפיאדת השחמט 1962 15th Knesset קטגוריה:הכנסת החמש עשרה 15th Lord Lovat Simon Fraser לורד לובאט ה-15 סיימון פרייסר 15th Special Forces Division דיוויזיית הכוחות המיוחדים ה-15 15th arrondissement of Paris הרובע החמישה-עשר של פריז 15th arrondissement of Paris קטגוריה:הרובע החמישה-עשר של פריז 15th century המאה ה-15 15th century קטגוריה:המאה ה-15 15th century BC המאה ה-15 לפנה"ס 15th-century books קטגוריה:ספרי המאה ה-15 15th-century paintings קטגוריה:ציורים מהמאה ה-15 15th-century popes קטגוריה:אפיפיורים במאה ה-15 15th-century works קטגוריה:יצירות המאה ה-15 16 16 16 May 1877 crisis המשבר ב- 16 במאי 1877 16 Wishes 16 משאלות 160 160 160 Squadron טייסת 160 1600 1600 1600s קטגוריה:שנות ה-1600 1600s works קטגוריה:ספרי שנות ה-1600 1601 1601 1602 1602 1603 1603 1604 1604 1605 1605 1606 1606 1607 1607 1608 1608 1609 1609 160s BC 160-169 לפנה"ס 160th Special Operations Aviation Regiment החטיבה האווירית למבצעים מיוחדים 160 161 161 161 Squadron טייסת 161 1610 1610 1610s קטגוריה:שנות ה-1610 1610s works קטגוריה:ספרי שנות ה-1610 1611 1611 1612 1612 1613 1613 1614 1614 1615 1615 1616 1616 1617 1617 1618 1618 1619 1619 162 162 1620 1620 1620s קטגוריה:שנות ה-1620 1620s works קטגוריה:ספרי שנות ה-1620 1621 1621 162173 Ryugu ריוגו 1622 1622 1623 1623 1624 1624 1625 1625 1626 1626 1627 1627 1628 1628 1629 1629 162nd Division עוצבת הפלדה 163 163 1630 1630 1630s קטגוריה:שנות ה-1630 1630s works קטגוריה:ספרי שנות ה-1630 1631 1631 1632 1632 1633 1633 1634 1634 1635 1635 1636 1636 1637 1637 1638 1638 1639 1639 163rd Infantry Division הדיוויזיה ה-163 164 164 1640 1640 1640s קטגוריה:שנות ה-1640 1640s works קטגוריה:ספרי שנות ה-1640 1641 1641 1642 1642 1643 1643 1644 1644 1645 1645 1645 books קטגוריה:ספרי 1645 1645 works קטגוריה:יצירות משנת 1645 1646 1646 1647 1647 1648 1648 1649 1649 165 165 1650 1650 1650s קטגוריה:שנות ה-1650 1650s works קטגוריה:ספרי שנות ה-1650 1651 1651 1651 books קטגוריה:ספרי 1651 1652 1652 1653 1653 1654 1654 1655 1655 1656 1656 1657 1657 1658 1658 1659 1659 166 166 166 Squadron טייסת 166 1660 1660 1660s קטגוריה:שנות ה-1660 1660s works קטגוריה:ספרי שנות ה-1660 1661 1661 1662 1662 1663 1663 1664 1664 1665 1665 1666 1666 1667 1667 1668 1668 1669 1669 167 167 1670 1670 1670s קטגוריה:שנות ה-1670 1670s works קטגוריה:ספרי שנות ה-1670 1671 1671 1672 1672 1673 1673 1674 1674 1675 1675 1676 1676 1677 1677 1678 1678 1679 1679 168 168 1680 1680 1680s קטגוריה:שנות ה-1680 1680s works קטגוריה:ספרי שנות ה-1680 1681 1681 1682 1682 1683 1683 1684 1684 1685 1685 1686 1686 1687 1687 1688 1688 1689 1689 169 169 1690 1690 1690s קטגוריה:שנות ה-1690 1690s works קטגוריה:ספרי שנות ה-1690 1691 1691 1692 1692 1693 1693 1694 1694 1695 1695 1696 1696 1697 1697 1698 1698 1699 1699 16PF Questionnaire שאלון 16 גורמי האישיות של קטל 16TeamBracket-2Leg תבנית:16קבוצות 16th Army הארמייה ה-16 16th Chess Olympiad אולימפיאדת השחמט 1964 16th Earl of Derby Frederick Stanley הרוזן ה-16 מדרבי פרדריק סטנלי 16th Knesset קטגוריה:הכנסת השש עשרה 16th Rifle Division דיוויזיית הרגלים ה-16 16th arrondissement of Paris הרובע השישה-עשר של פריז 16th arrondissement of Paris קטגוריה:הרובע השישה-עשר של פריז 16th century המאה ה-16 16th century קטגוריה:המאה ה-16 16th century BC המאה ה-16 לפנה"ס 16th century in music קטגוריה:שנים במוזיקה - המאה ה-16 16th-century books קטגוריה:ספרי המאה ה-16 16th-century paintings קטגוריה:ציורים מהמאה ה-16 16th-century plays קטגוריה:מחזות מהמאה ה-16 16th-century popes קטגוריה:אפיפיורים במאה ה-16 16th-century ships קטגוריה:אוניות מהמאה ה-16 16th-century songs קטגוריה:שירי המאה ה-16 16th-century treaties קטגוריה:חוזים והסכמים במאה ה-16 16th-century works קטגוריה:יצירות המאה ה-16 17 17 17 Again שוב בן 17 170 170 1700 1700 1700s plays קטגוריה:מחזות מהמאה ה-18 1701 1701 1701 קטגוריה:1701 1701 in literature 1701 בספרות 1702 1702 1703 1703 1704 1704 1705 1705 1706 1706 1707 1707 1707 קטגוריה:1707 1708 1708 1709 1709 1709 קטגוריה:1709 1709 in literature 1709 בספרות 170s BC 170-179 לפנה"ס 171 171 1710 1710 1710 קטגוריה:1710 1710 in literature 1710 בספרות 1710s קטגוריה:שנות ה-1710 1710s books קטגוריה:ספרי שנות ה-1710 1711 1711 1712 1712 1713 1713 1714 1714 1715 1715 1716 1716 1717 1717 1718 1718 1719 1719 172 172 1720 1720 1720s קטגוריה:שנות ה-1720 1720s books קטגוריה:ספרי שנות ה-1720 1721 1721 1722 1722 1723 1723 1724 1724 1725 1725 1726 1726 1727 1727 1728 1728 1729 1729 173 173 1730 1730 1730s קטגוריה:שנות ה-1730 1730s books קטגוריה:ספרי שנות ה-1730 1731 1731 1731 books קטגוריה:ספרי 1731 1732 1732 1733 1733 1734 1734 1735 1735 1736 1736 1737 1737 1738 1738 1739 1739 173rd Airborne Brigade Combat Team חטיבת הצנחנים ה-173 174 174 1740 1740 1740s קטגוריה:שנות ה-1740 1740s books קטגוריה:ספרי שנות ה-1740 1741 1741 1742 1742 1743 1743 1744 1744 1745 1745 1746 1746 1747 1747 1748 1748 1748 in archaeology 1748 בארכיאולוגיה 1749 1749 175 175 1750 1750 1750s קטגוריה:שנות ה-1750 1750s books קטגוריה:ספרי שנות ה-1750 1751 1751 1752 1752 1753 1753 1754 1754 1755 1755 1755 Lisbon earthquake רעידת האדמה בליסבון 1756 1756 1756 קטגוריה:1756 1756 in music 1756 במוזיקה 1757 1757 1758 1758 1759 1759 1759 books קטגוריה:ספרי 1759 176 176 1760 1760 1760s קטגוריה:שנות ה-1760 1760s books קטגוריה:ספרי שנות ה-1760 1761 1761 1762 1762 1763 1763 1764 1764 1765 1765 1766 1766 1767 1767 1768 1768 1768 books קטגוריה:ספרי 1768 1769 1769 177 177 1770 1770 1770s קטגוריה:שנות ה-1770 1770s books קטגוריה:ספרי שנות ה-1770 1770s in the United States קטגוריה:שנות ה-1770 בארצות הברית 1771 1771 1772 1772 1773 1773 1774 1774 1775 1775 1776 1776 1776 books קטגוריה:ספרי 1776 1776 by country קטגוריה:1776 לפי מדינות 1776 in the United States 1776 בארצות הברית 1776 in the United States קטגוריה:1776 בארצות הברית 1777 1777 1777 by country קטגוריה:1777 לפי מדינות 1777 in the United States 1777 בארצות הברית 1777 in the United States קטגוריה:1777 בארצות הברית 1778 1778 1778 by country קטגוריה:1778 לפי מדינות 1778 in the United States 1778 בארצות הברית 1778 in the United States קטגוריה:1778 בארצות הברית 1779 1779 1779 by country קטגוריה:1779 לפי מדינות 1779 in the United States 1779 בארצות הברית 1779 in the United States קטגוריה:1779 בארצות הברית 178 178 1780 1780 1780 by country קטגוריה:1780 לפי מדינות 1780 in the United States 1780 בארצות הברית 1780 in the United States קטגוריה:1780 בארצות הברית 1780s קטגוריה:שנות ה-1780 1780s books קטגוריה:ספרי שנות ה-1780 1780s in the United States קטגוריה:שנות ה-1780 בארצות הברית 1781 1781 1781 קטגוריה:1781 1781 by country קטגוריה:1781 לפי מדינות 1781 in the United States 1781 בארצות הברית 1781 in the United States קטגוריה:1781 בארצות הברית 1782 1782 1782 קטגוריה:1782 1782 by country קטגוריה:1782 לפי מדינות 1782 in the United States 1782 בארצות הברית 1782 in the United States קטגוריה:1782 בארצות הברית 1783 1783 1783 by country קטגוריה:1783 לפי מדינות 1783 in the United States 1783 בארצות הברית 1783 in the United States קטגוריה:1783 בארצות הברית 1784 1784 1784 by country קטגוריה:1784 לפי מדינות 1784 in the United States 1784 בארצות הברית 1784 in the United States קטגוריה:1784 בארצות הברית 1785 1785 1785 by country קטגוריה:1785 לפי מדינות 1785 in the United States 1785 בארצות הברית 1785 in the United States קטגוריה:1785 בארצות הברית 1786 1786 1786 by country קטגוריה:1786 לפי מדינות 1786 in the United States 1786 בארצות הברית 1786 in the United States קטגוריה:1786 בארצות הברית 1787 1787 1787 by country קטגוריה:1787 לפי מדינות 1787 in the United States 1787 בארצות הברית 1787 in the United States קטגוריה:1787 בארצות הברית 1788 1788 1788 by country קטגוריה:1788 לפי מדינות 1788 in the United States 1788 בארצות הברית 1788 in the United States קטגוריה:1788 בארצות הברית 1788–89 United States presidential election הבחירות לנשיאות ארצות הברית 1789 1789 1789 1789 by country קטגוריה:1789 לפי מדינות 1789 in the United States 1789 בארצות הברית 1789 in the United States קטגוריה:1789 בארצות הברית 179 179 1790 1790 1790 קטגוריה:1790 1790 by country קטגוריה:1790 לפי מדינות 1790 in music 1790 במוזיקה 1790 in the United States 1790 בארצות הברית 1790 in the United States קטגוריה:1790 בארצות הברית 1790s קטגוריה:שנות ה-1790 1790s books קטגוריה:ספרי שנות ה-1790 1790s in the United States קטגוריה:שנות ה-1790 בארצות הברית 1791 1791 1791 קטגוריה:1791 1791 by country קטגוריה:1791 לפי מדינות 1791 in music 1791 במוזיקה 1791 in the United States 1791 בארצות הברית 1791 in the United States קטגוריה:1791 בארצות הברית 1792 1792 1792 קטגוריה:1792 1792 United States presidential election הבחירות לנשיאות ארצות הברית 1792 1792 by country קטגוריה:1792 לפי מדינות 1792 in the United States 1792 בארצות הברית 1792 in the United States קטגוריה:1792 בארצות הברית 1793 1793 1793 קטגוריה:1793 1793 by country קטגוריה:1793 לפי מדינות 1793 in the United States 1793 בארצות הברית 1793 in the United States קטגוריה:1793 בארצות הברית 1794 1794 1794 קטגוריה:1794 1794 by country קטגוריה:1794 לפי מדינות 1794 in the United States 1794 בארצות הברית 1794 in the United States קטגוריה:1794 בארצות הברית 1795 1795 1795 קטגוריה:1795 1795 books קטגוריה:ספרי 1795 1795 by country קטגוריה:1795 לפי מדינות 1795 in the United States 1795 בארצות הברית 1795 in the United States קטגוריה:1795 בארצות הברית 1796 1796 1796 קטגוריה:1796 1796 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1796 1796 United States presidential election הבחירות לנשיאות ארצות הברית 1796 1796 by country קטגוריה:1796 לפי מדינות 1796 in the United States 1796 בארצות הברית 1796 in the United States קטגוריה:1796 בארצות הברית 1797 1797 1797 קטגוריה:1797 1797 by country קטגוריה:1797 לפי מדינות 1797 in the United States 1797 בארצות הברית 1797 in the United States קטגוריה:1797 בארצות הברית 1798 1798 1798 קטגוריה:1798 1798 by country קטגוריה:1798 לפי מדינות 1798 in the United States 1798 בארצות הברית 1798 in the United States קטגוריה:1798 בארצות הברית 1799 1799 1799 קטגוריה:1799 1799 by country קטגוריה:1799 לפי מדינות 1799 in the United States 1799 בארצות הברית 1799 in the United States קטגוריה:1799 בארצות הברית 17th Air Army ארמיית האוויר ה-17 17th Army הארמייה ה-17 17th Chess Olympiad אולימפיאדת השחמט 1966 17th Earl of Oxford Edward de Vere רוזן אוקספורד ה-17 אדוארד דה ויר 17th Knesset קטגוריה:הכנסת השבע עשרה 17th arrondissement of Paris הרובע השבעה-עשר של פריז 17th arrondissement of Paris קטגוריה:הרובע השבעה-עשר של פריז 17th century המאה ה-17 17th century קטגוריה:המאה ה-17 17th century BC המאה ה-17 לפנה"ס 17th-century books קטגוריה:ספרי המאה ה-17 17th-century paintings קטגוריה:ציורים מהמאה ה-17 17th-century plays קטגוריה:מחזות מהמאה ה-17 17th-century popes קטגוריה:אפיפיורים במאה ה-17 17th-century songs קטגוריה:שירי המאה ה-17 17th-century treaties קטגוריה:חוזים והסכמים במאה ה-17 17th-century works קטגוריה:יצירות המאה ה-17 18 18 18-electron rule חוק 18 האלקטרונים 180 180 180-degree rule חוק מאה שמונים המעלות 1800 1800 1800 קטגוריה:1800 1800 United States presidential election הבחירות לנשיאות ארצות הברית 1800 1800 by country קטגוריה:1800 לפי מדינות 1800 in music 1800 במוזיקה 1800 in science 1800 במדע 1800 in the United States 1800 בארצות הברית 1800 in the United States קטגוריה:1800 בארצות הברית 1800s קטגוריה:שנות ה-1800 1800s books קטגוריה:ספרי שנות ה-1800 1800s in the United States קטגוריה:שנות ה-1800 בארצות הברית 1801 1801 1801 קטגוריה:1801 1801 by country קטגוריה:1801 לפי מדינות 1801 in science 1801 במדע 1801 in the United States 1801 בארצות הברית 1801 in the United States קטגוריה:1801 בארצות הברית 1802 1802 1802 קטגוריה:1802 1802 by country קטגוריה:1802 לפי מדינות 1802 in science 1802 במדע 1802 in the United States 1802 בארצות הברית 1802 in the United States קטגוריה:1802 בארצות הברית 1803 1803 1803 קטגוריה:1803 1803 by country קטגוריה:1803 לפי מדינות 1803 in science 1803 במדע 1803 in the United States 1803 בארצות הברית 1803 in the United States קטגוריה:1803 בארצות הברית 1804 1804 1804 קטגוריה:1804 1804 United States presidential election הבחירות לנשיאות ארצות הברית 1804 1804 by country קטגוריה:1804 לפי מדינות 1804 in science 1804 במדע 1804 in the United States 1804 בארצות הברית 1804 in the United States קטגוריה:1804 בארצות הברית 1805 1805 1805 קטגוריה:1805 1805 by country קטגוריה:1805 לפי מדינות 1805 in science 1805 במדע 1805 in the United States 1805 בארצות הברית 1805 in the United States קטגוריה:1805 בארצות הברית 1806 1806 1806 קטגוריה:1806 1806 by country קטגוריה:1806 לפי מדינות 1806 in science 1806 במדע 1806 in the United States 1806 בארצות הברית 1806 in the United States קטגוריה:1806 בארצות הברית 1806-20 cluster צביר 1806-20 1807 1807 1807 קטגוריה:1807 1807 by country קטגוריה:1807 לפי מדינות 1807 in science 1807 במדע 1807 in the United States 1807 בארצות הברית 1807 in the United States קטגוריה:1807 בארצות הברית 1808 1808 1808 קטגוריה:1808 1808 United States presidential election הבחירות לנשיאות ארצות הברית 1808 1808 by country קטגוריה:1808 לפי מדינות 1808 in science 1808 במדע 1808 in the United States 1808 בארצות הברית 1808 in the United States קטגוריה:1808 בארצות הברית 1809 1809 1809 קטגוריה:1809 1809 by country קטגוריה:1809 לפי מדינות 1809 in science 1809 במדע 1809 in the United States 1809 בארצות הברית 1809 in the United States קטגוריה:1809 בארצות הברית 180s BC 180-189 לפנה"ס 181 181 1810 1810 1810 קטגוריה:1810 1810 books קטגוריה:ספרי 1810 1810 by country קטגוריה:1810 לפי מדינות 1810 in science 1810 במדע 1810 in the United States 1810 בארצות הברית 1810 in the United States קטגוריה:1810 בארצות הברית 1810s קטגוריה:שנות ה-1810 1810s books קטגוריה:ספרי שנות ה-1810 1810s in the United States קטגוריה:שנות ה-1810 בארצות הברית 1811 1811 1811 קטגוריה:1811 1811 by country קטגוריה:1811 לפי מדינות 1811 in science 1811 במדע 1811 in the United States 1811 בארצות הברית 1811 in the United States קטגוריה:1811 בארצות הברית 1812 1812 1812 קטגוריה:1812 1812 Overture הפתיחה 1812 1812 United States presidential election הבחירות לנשיאות ארצות הברית 1812 1812 books קטגוריה:ספרי 1812 1812 by country קטגוריה:1812 לפי מדינות 1812 in science 1812 במדע 1812 in the United States 1812 בארצות הברית 1812 in the United States קטגוריה:1812 בארצות הברית 1813 1813 1813 קטגוריה:1813 1813 books קטגוריה:ספרי 1813 1813 by country קטגוריה:1813 לפי מדינות 1813 in science 1813 במדע 1813 in the United States 1813 בארצות הברית 1813 in the United States קטגוריה:1813 בארצות הברית 1814 1814 1814 קטגוריה:1814 1814 books קטגוריה:ספרי 1814 1814 by country קטגוריה:1814 לפי מדינות 1814 in science 1814 במדע 1814 in the United States 1814 בארצות הברית 1814 in the United States קטגוריה:1814 בארצות הברית 1815 1815 1815 קטגוריה:1815 1815 books קטגוריה:ספרי 1815 1815 by country קטגוריה:1815 לפי מדינות 1815 in science 1815 במדע 1815 in the United States 1815 בארצות הברית 1815 in the United States קטגוריה:1815 בארצות הברית 1816 1816 1816 קטגוריה:1816 1816 United States presidential election הבחירות לנשיאות ארצות הברית 1816 1816 books קטגוריה:ספרי 1816 1816 by country קטגוריה:1816 לפי מדינות 1816 in science 1816 במדע 1816 in the United States 1816 בארצות הברית 1816 in the United States קטגוריה:1816 בארצות הברית 1817 1817 1817 קטגוריה:1817 1817 by country קטגוריה:1817 לפי מדינות 1817 in science 1817 במדע 1817 in the United States 1817 בארצות הברית 1817 in the United States קטגוריה:1817 בארצות הברית 1817–24 cholera pandemic מגפת הכולרה הראשונה 1818 1818 1818 קטגוריה:1818 1818 books קטגוריה:ספרי 1818 1818 by country קטגוריה:1818 לפי מדינות 1818 in science 1818 במדע 1818 in the United States 1818 בארצות הברית 1818 in the United States קטגוריה:1818 בארצות הברית 1819 1819 1819 קטגוריה:1819 1819 books קטגוריה:ספרי 1819 1819 by country קטגוריה:1819 לפי מדינות 1819 in science 1819 במדע 1819 in the United States 1819 בארצות הברית 1819 in the United States קטגוריה:1819 בארצות הברית 182 182 1820 1820 1820 קטגוריה:1820 1820 United States presidential election הבחירות לנשיאות ארצות הברית 1820 1820 by country קטגוריה:1820 לפי מדינות 1820 in science 1820 במדע 1820 in the United States 1820 בארצות הברית 1820 in the United States קטגוריה:1820 בארצות הברית 1820s קטגוריה:שנות ה-1820 1820s books קטגוריה:ספרי שנות ה-1820 1820s in the United States קטגוריה:שנות ה-1820 בארצות הברית 1821 1821 1821 קטגוריה:1821 1821 by country קטגוריה:1821 לפי מדינות 1821 in science 1821 במדע 1821 in the United States 1821 בארצות הברית 1821 in the United States קטגוריה:1821 בארצות הברית 1822 1822 1822 קטגוריה:1822 1822 by country קטגוריה:1822 לפי מדינות 1822 in science 1822 במדע 1822 in the United States 1822 בארצות הברית 1822 in the United States קטגוריה:1822 בארצות הברית 1823 1823 1823 קטגוריה:1823 1823 by country קטגוריה:1823 לפי מדינות 1823 in science 1823 במדע 1823 in the United States 1823 בארצות הברית 1823 in the United States קטגוריה:1823 בארצות הברית 1824 1824 1824 קטגוריה:1824 1824 United States presidential election הבחירות לנשיאות ארצות הברית 1824 1824 by country קטגוריה:1824 לפי מדינות 1824 in science 1824 במדע 1824 in the United States 1824 בארצות הברית 1824 in the United States קטגוריה:1824 בארצות הברית 1825 1825 1825 קטגוריה:1825 1825 by country קטגוריה:1825 לפי מדינות 1825 in science 1825 במדע 1825 in the United States 1825 בארצות הברית 1825 in the United States קטגוריה:1825 בארצות הברית 1826 1826 1826 קטגוריה:1826 1826 by country קטגוריה:1826 לפי מדינות 1826 in science 1826 במדע 1826 in the United States 1826 בארצות הברית 1826 in the United States קטגוריה:1826 בארצות הברית 1827 1827 1827 קטגוריה:1827 1827 by country קטגוריה:1827 לפי מדינות 1827 in science 1827 במדע 1827 in the United States 1827 בארצות הברית 1827 in the United States קטגוריה:1827 בארצות הברית 1828 1828 1828 קטגוריה:1828 1828 United States presidential election הבחירות לנשיאות ארצות הברית 1828 1828 by country קטגוריה:1828 לפי מדינות 1828 in science 1828 במדע 1828 in the United States 1828 בארצות הברית 1828 in the United States קטגוריה:1828 בארצות הברית 1829 1829 1829 קטגוריה:1829 1829 by country קטגוריה:1829 לפי מדינות 1829 in science 1829 במדע 1829 in the United States 1829 בארצות הברית 1829 in the United States קטגוריה:1829 בארצות הברית 183 183 1830 1830 1830 קטגוריה:1830 1830 by country קטגוריה:1830 לפי מדינות 1830 in science 1830 במדע 1830 in the United States 1830 בארצות הברית 1830 in the United States קטגוריה:1830 בארצות הברית 1830s קטגוריה:שנות ה-1830 1830s books קטגוריה:ספרי שנות ה-1830 1830s in the United States קטגוריה:שנות ה-1830 בארצות הברית 1831 1831 1831 קטגוריה:1831 1831 books קטגוריה:ספרי 1831 1831 by country קטגוריה:1831 לפי מדינות 1831 in science 1831 במדע 1831 in the United States 1831 בארצות הברית 1831 in the United States קטגוריה:1831 בארצות הברית 1832 1832 1832 קטגוריה:1832 1832 United States presidential election הבחירות לנשיאות ארצות הברית 1832 1832 by country קטגוריה:1832 לפי מדינות 1832 in science 1832 במדע 1832 in the United States 1832 בארצות הברית 1832 in the United States קטגוריה:1832 בארצות הברית 1833 1833 1833 קטגוריה:1833 1833 books קטגוריה:ספרי 1833 1833 by country קטגוריה:1833 לפי מדינות 1833 in science 1833 במדע 1833 in the United States 1833 בארצות הברית 1833 in the United States קטגוריה:1833 בארצות הברית 1834 1834 1834 קטגוריה:1834 1834 books קטגוריה:ספרי 1834 1834 by country קטגוריה:1834 לפי מדינות 1834 in science 1834 במדע 1834 in the United States 1834 בארצות הברית 1834 in the United States קטגוריה:1834 בארצות הברית 1834 looting of Safed פרעות צפת 1835 1835 1835 קטגוריה:1835 1835 books קטגוריה:ספרי 1835 1835 by country קטגוריה:1835 לפי מדינות 1835 in science 1835 במדע 1835 in the United States 1835 בארצות הברית 1835 in the United States קטגוריה:1835 בארצות הברית 1836 1836 1836 קטגוריה:1836 1836 United States presidential election הבחירות לנשיאות ארצות הברית 1836 1836 books קטגוריה:ספרי 1836 1836 by country קטגוריה:1836 לפי מדינות 1836 in science 1836 במדע 1836 in the United States 1836 בארצות הברית 1836 in the United States קטגוריה:1836 בארצות הברית 1837 1837 1837 קטגוריה:1837 1837 by country קטגוריה:1837 לפי מדינות 1837 in science 1837 במדע 1837 in the United States 1837 בארצות הברית 1837 in the United States קטגוריה:1837 בארצות הברית 1838 1838 1838 קטגוריה:1838 1838 by country קטגוריה:1838 לפי מדינות 1838 in science 1838 במדע 1838 in the United States 1838 בארצות הברית 1838 in the United States קטגוריה:1838 בארצות הברית 1839 1839 1839 קטגוריה:1839 1839 by country קטגוריה:1839 לפי מדינות 1839 in science 1839 במדע 1839 in the United States 1839 בארצות הברית 1839 in the United States קטגוריה:1839 בארצות הברית 184 184 1840 1840 1840 קטגוריה:1840 1840 United States presidential election הבחירות לנשיאות ארצות הברית 1840 1840 by country קטגוריה:1840 לפי מדינות 1840 in science 1840 במדע 1840 in the United States 1840 בארצות הברית 1840 in the United States קטגוריה:1840 בארצות הברית 1840s קטגוריה:שנות ה-1840 1840s books קטגוריה:ספרי שנות ה-1840 1840s in the United States קטגוריה:שנות ה-1840 בארצות הברית 1841 1841 1841 קטגוריה:1841 1841 by country קטגוריה:1841 לפי מדינות 1841 in science 1841 במדע 1841 in the United States 1841 בארצות הברית 1841 in the United States קטגוריה:1841 בארצות הברית 1842 1842 1842 קטגוריה:1842 1842 by country קטגוריה:1842 לפי מדינות 1842 in music 1842 במוזיקה 1842 in science 1842 במדע 1842 in the United States 1842 בארצות הברית 1842 in the United States קטגוריה:1842 בארצות הברית 1843 1843 1843 קטגוריה:1843 1843 books קטגוריה:ספרי 1843 1843 by country קטגוריה:1843 לפי מדינות 1843 in science 1843 במדע 1843 in the United States 1843 בארצות הברית 1843 in the United States קטגוריה:1843 בארצות הברית 1844 1844 1844 קטגוריה:1844 1844 United States presidential election הבחירות לנשיאות ארצות הברית 1844 1844 books קטגוריה:ספרי 1844 1844 by country קטגוריה:1844 לפי מדינות 1844 in science 1844 במדע 1844 in the United States 1844 בארצות הברית 1844 in the United States קטגוריה:1844 בארצות הברית 1845 1845 1845 קטגוריה:1845 1845 books קטגוריה:ספרי 1845 1845 by country קטגוריה:1845 לפי מדינות 1845 in science 1845 במדע 1845 in the United States 1845 בארצות הברית 1845 in the United States קטגוריה:1845 בארצות הברית 1846 1846 1846 קטגוריה:1846 1846 books קטגוריה:ספרי 1846 1846 by country קטגוריה:1846 לפי מדינות 1846 in science 1846 במדע 1846 in the United States 1846 בארצות הברית 1846 in the United States קטגוריה:1846 בארצות הברית 1847 1847 1847 קטגוריה:1847 1847 books קטגוריה:ספרי 1847 1847 by country קטגוריה:1847 לפי מדינות 1847 in science 1847 במדע 1847 in the United States 1847 בארצות הברית 1847 in the United States קטגוריה:1847 בארצות הברית 1848 1848 1848 קטגוריה:1848 1848 United States presidential election הבחירות לנשיאות ארצות הברית 1848 1848 books קטגוריה:ספרי 1848 1848 by country קטגוריה:1848 לפי מדינות 1848 in science 1848 במדע 1848 in the United States 1848 בארצות הברית 1848 in the United States קטגוריה:1848 בארצות הברית 1849 1849 1849 קטגוריה:1849 1849 books קטגוריה:ספרי 1849 1849 by country קטגוריה:1849 לפי מדינות 1849 in science 1849 במדע 1849 in the United States 1849 בארצות הברית 1849 in the United States קטגוריה:1849 בארצות הברית 185 185 1850 1850 1850 קטגוריה:1850 1850 books קטגוריה:ספרי 1850 1850 by country קטגוריה:1850 לפי מדינות 1850 in science 1850 במדע 1850 in the United States 1850 בארצות הברית 1850 in the United States קטגוריה:1850 בארצות הברית 1850s קטגוריה:שנות ה-1850 1850s books קטגוריה:ספרי שנות ה-1850 1850s in the United States קטגוריה:שנות ה-1850 בארצות הברית 1851 1851 1851 קטגוריה:1851 1851 books קטגוריה:ספרי 1851 1851 by country קטגוריה:1851 לפי מדינות 1851 in science 1851 במדע 1851 in the United States 1851 בארצות הברית 1851 in the United States קטגוריה:1851 בארצות הברית 1852 1852 1852 קטגוריה:1852 1852 United States presidential election הבחירות לנשיאות ארצות הברית 1852 1852 books קטגוריה:ספרי 1852 1852 by country קטגוריה:1852 לפי מדינות 1852 in science 1852 במדע 1852 in the United States 1852 בארצות הברית 1852 in the United States קטגוריה:1852 בארצות הברית 1853 1853 1853 קטגוריה:1853 1853 books קטגוריה:ספרי 1853 1853 by country קטגוריה:1853 לפי מדינות 1853 in science 1853 במדע 1853 in the United States 1853 בארצות הברית 1853 in the United States קטגוריה:1853 בארצות הברית 1854 1854 1854 קטגוריה:1854 1854 books קטגוריה:ספרי 1854 1854 by country קטגוריה:1854 לפי מדינות 1854 in science 1854 במדע 1854 in the United States 1854 בארצות הברית 1854 in the United States קטגוריה:1854 בארצות הברית 1855 1855 1855 קטגוריה:1855 1855 by country קטגוריה:1855 לפי מדינות 1855 in science 1855 במדע 1855 in the United States 1855 בארצות הברית 1855 in the United States קטגוריה:1855 בארצות הברית 1856 1856 1856 קטגוריה:1856 1856 United States presidential election הבחירות לנשיאות ארצות הברית 1856 1856 books קטגוריה:ספרי 1856 1856 by country קטגוריה:1856 לפי מדינות 1856 in science 1856 במדע 1856 in the United States 1856 בארצות הברית 1856 in the United States קטגוריה:1856 בארצות הברית 1857 1857 1857 קטגוריה:1857 1857 Fort Tejon earthquake רעידת האדמה בפורט טג'ון 1857 books קטגוריה:ספרי 1857 1857 by country קטגוריה:1857 לפי מדינות 1857 in science 1857 במדע 1857 in the United States 1857 בארצות הברית 1857 in the United States קטגוריה:1857 בארצות הברית 1858 1858 1858 קטגוריה:1858 1858 books קטגוריה:ספרי 1858 1858 by country קטגוריה:1858 לפי מדינות 1858 in science 1858 במדע 1858 in the United States 1858 בארצות הברית 1858 in the United States קטגוריה:1858 בארצות הברית 1859 1859 1859 קטגוריה:1859 1859 books קטגוריה:ספרי 1859 1859 by country קטגוריה:1859 לפי מדינות 1859 in science 1859 במדע 1859 in the United States 1859 בארצות הברית 1859 in the United States קטגוריה:1859 בארצות הברית 186 186 1860 1860 1860 קטגוריה:1860 1860 United States presidential election הבחירות לנשיאות ארצות הברית 1860 1860 books קטגוריה:ספרי 1860 1860 by country קטגוריה:1860 לפי מדינות 1860 in science 1860 במדע 1860 in the United States 1860 בארצות הברית 1860 in the United States קטגוריה:1860 בארצות הברית 1860s קטגוריה:שנות ה-1860 1860s books קטגוריה:ספרי שנות ה-1860 1860s in the United States קטגוריה:שנות ה-1860 בארצות הברית 1861 1861 1861 קטגוריה:1861 1861 by country קטגוריה:1861 לפי מדינות 1861 in science 1861 במדע 1861 in the United States 1861 בארצות הברית 1861 in the United States קטגוריה:1861 בארצות הברית 1862 1862 1862 קטגוריה:1862 1862 books קטגוריה:ספרי 1862 1862 by country קטגוריה:1862 לפי מדינות 1862 in science 1862 במדע 1862 in the United States 1862 בארצות הברית 1862 in the United States קטגוריה:1862 בארצות הברית 1863 1863 1863 קטגוריה:1863 1863 books קטגוריה:ספרי 1863 1863 by country קטגוריה:1863 לפי מדינות 1863 in science 1863 במדע 1863 in the United States 1863 בארצות הברית 1863 in the United States קטגוריה:1863 בארצות הברית 1864 1864 1864 קטגוריה:1864 1864 United States presidential election הבחירות לנשיאות ארצות הברית 1864 1864 books קטגוריה:ספרי 1864 1864 by country קטגוריה:1864 לפי מדינות 1864 in science 1864 במדע 1864 in the United States 1864 בארצות הברית 1864 in the United States קטגוריה:1864 בארצות הברית 1865 1865 1865 קטגוריה:1865 1865 books קטגוריה:ספרי 1865 1865 by country קטגוריה:1865 לפי מדינות 1865 in science 1865 במדע 1865 in the United States 1865 בארצות הברית 1865 in the United States קטגוריה:1865 בארצות הברית 1866 1866 1866 קטגוריה:1866 1866 Constitution of Romania חוקת רומניה 1866 1866 books קטגוריה:ספרי 1866 1866 by country קטגוריה:1866 לפי מדינות 1866 in science 1866 במדע 1866 in the United States 1866 בארצות הברית 1866 in the United States קטגוריה:1866 בארצות הברית 1867 1867 1867 קטגוריה:1867 1867 books קטגוריה:ספרי 1867 1867 by country קטגוריה:1867 לפי מדינות 1867 in science 1867 במדע 1867 in the United States 1867 בארצות הברית 1867 in the United States קטגוריה:1867 בארצות הברית 1868 1868 1868 קטגוריה:1868 1868 United States presidential election הבחירות לנשיאות ארצות הברית 1868 1868 books קטגוריה:ספרי 1868 1868 by country קטגוריה:1868 לפי מדינות 1868 in science 1868 במדע 1868 in the United States 1868 בארצות הברית 1868 in the United States קטגוריה:1868 בארצות הברית 1869 1869 1869 קטגוריה:1869 1869 books קטגוריה:ספרי 1869 1869 by country קטגוריה:1869 לפי מדינות 1869 in science 1869 במדע 1869 in the United States 1869 בארצות הברית 1869 in the United States קטגוריה:1869 בארצות הברית 187 187 1870 1870 1870 קטגוריה:1870 1870 books קטגוריה:ספרי 1870 1870 by country קטגוריה:1870 לפי מדינות 1870 in science 1870 במדע 1870 in the United States 1870 בארצות הברית 1870 in the United States קטגוריה:1870 בארצות הברית 1870s קטגוריה:שנות ה-1870 1870s books קטגוריה:ספרי שנות ה-1870 1870s in the United States קטגוריה:שנות ה-1870 בארצות הברית 1870s plays קטגוריה:מחזות משנות ה-1870 1871 1871 1871 קטגוריה:1871 1871 books קטגוריה:ספרי 1871 1871 by country קטגוריה:1871 לפי מדינות 1871 in Germany 1871 בגרמניה 1871 in Germany קטגוריה:1871 בגרמניה 1871 in science 1871 במדע 1871 in the United States 1871 בארצות הברית 1871 in the United States קטגוריה:1871 בארצות הברית 1872 1872 1872 קטגוריה:1872 1872 United States presidential election הבחירות לנשיאות ארצות הברית 1872 1872 books קטגוריה:ספרי 1872 1872 by country קטגוריה:1872 לפי מדינות 1872 in science 1872 במדע 1872 in the United States 1872 בארצות הברית 1872 in the United States קטגוריה:1872 בארצות הברית 1873 1873 1873 קטגוריה:1873 1873 books קטגוריה:ספרי 1873 1873 by country קטגוריה:1873 לפי מדינות 1873 in science 1873 במדע 1873 in the United States 1873 בארצות הברית 1873 in the United States קטגוריה:1873 בארצות הברית 1874 1874 1874 קטגוריה:1874 1874 books קטגוריה:ספרי 1874 1874 by country קטגוריה:1874 לפי מדינות 1874 in science 1874 במדע 1874 in the United States 1874 בארצות הברית 1874 in the United States קטגוריה:1874 בארצות הברית 1875 1875 1875 קטגוריה:1875 1875 by country קטגוריה:1875 לפי מדינות 1875 in science 1875 במדע 1875 in the United States 1875 בארצות הברית 1875 in the United States קטגוריה:1875 בארצות הברית 1876 1876 1876 קטגוריה:1876 1876 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1876 1876 United States presidential election הבחירות לנשיאות ארצות הברית 1876 1876 books קטגוריה:ספרי 1876 1876 by country קטגוריה:1876 לפי מדינות 1876 in science 1876 במדע 1876 in the United States 1876 בארצות הברית 1876 in the United States קטגוריה:1876 בארצות הברית 1877 1877 1877 קטגוריה:1877 1877 Wimbledon Championship אליפות וימבלדון 1877 1877 books קטגוריה:ספרי 1877 1877 by country קטגוריה:1877 לפי מדינות 1877 in Germany 1877 בגרמניה 1877 in Germany קטגוריה:1877 בגרמניה 1877 in science 1877 במדע 1877 in the United States 1877 בארצות הברית 1877 in the United States קטגוריה:1877 בארצות הברית 1878 1878 1878 קטגוריה:1878 1878 Wimbledon Championship אליפות וימבלדון 1878 1878 books קטגוריה:ספרי 1878 1878 by country קטגוריה:1878 לפי מדינות 1878 in science 1878 במדע 1878 in the United States 1878 בארצות הברית 1878 in the United States קטגוריה:1878 בארצות הברית 1879 1879 1879 קטגוריה:1879 1879 Wimbledon Championship אליפות וימבלדון 1879 1879 books קטגוריה:ספרי 1879 1879 by country קטגוריה:1879 לפי מדינות 1879 in science 1879 במדע 1879 in the United States 1879 בארצות הברית 1879 in the United States קטגוריה:1879 בארצות הברית 188 188 1880 1880 1880 קטגוריה:1880 1880 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1880 1880 United States presidential election הבחירות לנשיאות ארצות הברית 1880 1880 Wimbledon Championship אליפות וימבלדון 1880 1880 books קטגוריה:ספרי 1880 1880 by country קטגוריה:1880 לפי מדינות 1880 in science 1880 במדע 1880 in the United States 1880 בארצות הברית 1880 in the United States קטגוריה:1880 בארצות הברית 1880s קטגוריה:שנות ה-1880 1880s books קטגוריה:ספרי שנות ה-1880 1880s in the United States קטגוריה:שנות ה-1880 בארצות הברית 1881 1881 1881 קטגוריה:1881 1881 Wimbledon Championship אליפות וימבלדון 1881 1881 books קטגוריה:ספרי 1881 1881 by country קטגוריה:1881 לפי מדינות 1881 in science 1881 במדע 1881 in the United States 1881 בארצות הברית 1881 in the United States קטגוריה:1881 בארצות הברית 1882 1882 1882 קטגוריה:1882 1882 Wimbledon Championship אליפות וימבלדון 1882 1882 books קטגוריה:ספרי 1882 1882 by country קטגוריה:1882 לפי מדינות 1882 in science 1882 במדע 1882 in the United States 1882 בארצות הברית 1882 in the United States קטגוריה:1882 בארצות הברית 1883 1883 1883 קטגוריה:1883 1883 Wimbledon Championship אליפות וימבלדון 1883 1883 books קטגוריה:ספרי 1883 1883 by country קטגוריה:1883 לפי מדינות 1883 in science 1883 במדע 1883 in the United States 1883 בארצות הברית 1883 in the United States קטגוריה:1883 בארצות הברית 1884 1884 1884 קטגוריה:1884 1884 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1884 1884 United States presidential election הבחירות לנשיאות ארצות הברית 1884 1884 Wimbledon Championships אליפות וימבלדון 1884 1884 books קטגוריה:ספרי 1884 1884 by country קטגוריה:1884 לפי מדינות 1884 in science 1884 במדע 1884 in sports 1884 בספורט 1884 in sports קטגוריה:1884 בספורט 1884 in the United States 1884 בארצות הברית 1884 in the United States קטגוריה:1884 בארצות הברית 1885 1885 1885 קטגוריה:1885 1885 Wimbledon Championships אליפות וימבלדון 1885 1885 books קטגוריה:ספרי 1885 1885 by country קטגוריה:1885 לפי מדינות 1885 in science 1885 במדע 1885 in the United States 1885 בארצות הברית 1885 in the United States קטגוריה:1885 בארצות הברית 1886 1886 1886 קטגוריה:1886 1886 Wimbledon Championships אליפות וימבלדון 1886 1886 books קטגוריה:ספרי 1886 1886 by country קטגוריה:1886 לפי מדינות 1886 in science 1886 במדע 1886 in the United States 1886 בארצות הברית 1886 in the United States קטגוריה:1886 בארצות הברית 1887 1887 1887 קטגוריה:1887 1887 Wimbledon Championships אליפות וימבלדון 1887 1887 Yellow River flood השיטפון בנהר הצהוב 1887 books קטגוריה:ספרי 1887 1887 by country קטגוריה:1887 לפי מדינות 1887 in science 1887 במדע 1887 in the United States 1887 בארצות הברית 1887 in the United States קטגוריה:1887 בארצות הברית 1888 1888 1888 קטגוריה:1888 1888 Barcelona Universal Exposition התערוכה העולמית של ברצלונה 1888 United States presidential election הבחירות לנשיאות ארצות הברית 1888 1888 Wimbledon Championships אליפות וימבלדון 1888 1888 books קטגוריה:ספרי 1888 1888 by country קטגוריה:1888 לפי מדינות 1888 in Germany 1888 בגרמניה 1888 in Germany קטגוריה:1888 בגרמניה 1888 in science 1888 במדע 1888 in the United States 1888 בארצות הברית 1888 in the United States קטגוריה:1888 בארצות הברית 1889 1889 1889 קטגוריה:1889 1889 Wimbledon Championships אליפות וימבלדון 1889 1889 books קטגוריה:ספרי 1889 1889 by country קטגוריה:1889 לפי מדינות 1889 in science 1889 במדע 1889 in the United States 1889 בארצות הברית 1889 in the United States קטגוריה:1889 בארצות הברית 188th Armored Brigade חטיבה 188 189 189 1890 1890 1890 קטגוריה:1890 1890 Japanese general election הבחירות הכלליות ביפן 1890 1890 Wimbledon Championships אליפות וימבלדון 1890 1890 books קטגוריה:ספרי 1890 1890 by country קטגוריה:1890 לפי מדינות 1890 in science 1890 במדע 1890 in the United States 1890 בארצות הברית 1890 in the United States קטגוריה:1890 בארצות הברית 1890s קטגוריה:שנות ה-1890 1890s books קטגוריה:ספרי שנות ה-1890 1890s in the United States קטגוריה:שנות ה-1890 בארצות הברית 1891 1891 1891 קטגוריה:1891 1891 Wimbledon Championships אליפות וימבלדון 1891 1891 books קטגוריה:ספרי 1891 1891 by country קטגוריה:1891 לפי מדינות 1891 in science 1891 במדע 1891 in the United States 1891 בארצות הברית 1891 in the United States קטגוריה:1891 בארצות הברית 1891 songs קטגוריה:שירי 1891 1892 1892 1892 קטגוריה:1892 1892 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1892 1892 United States presidential election הבחירות לנשיאות ארצות הברית 1892 1892 Wimbledon Championships אליפות וימבלדון 1892 1892 books קטגוריה:ספרי 1892 1892 by country קטגוריה:1892 לפי מדינות 1892 in science 1892 במדע 1892 in the United States 1892 בארצות הברית 1892 in the United States קטגוריה:1892 בארצות הברית 1893 1893 1893 קטגוריה:1893 1893 Wimbledon Championships אליפות וימבלדון 1893 1893 books קטגוריה:ספרי 1893 1893 by country קטגוריה:1893 לפי מדינות 1893 in science 1893 במדע 1893 in the United States 1893 בארצות הברית 1893 in the United States קטגוריה:1893 בארצות הברית 1894 1894 1894 קטגוריה:1894 1894 Wimbledon Championships אליפות וימבלדון 1894 1894 books קטגוריה:ספרי 1894 1894 by country קטגוריה:1894 לפי מדינות 1894 in science 1894 במדע 1894 in the United States 1894 בארצות הברית 1894 in the United States קטגוריה:1894 בארצות הברית 1895 1895 1895 קטגוריה:1895 1895 Wimbledon Championships אליפות וימבלדון 1895 1895 books קטגוריה:ספרי 1895 1895 by country קטגוריה:1895 לפי מדינות 1895 in science 1895 במדע 1895 in the United States 1895 בארצות הברית 1895 in the United States קטגוריה:1895 בארצות הברית 1896 1896 1896 קטגוריה:1896 1896 Summer Olympics אולימפיאדת אתונה 1896 Summer Olympics קטגוריה:אולימפיאדת אתונה 1896 United States presidential election הבחירות לנשיאות ארצות הברית 1896 1896 Wimbledon Championships אליפות וימבלדון 1896 1896 books קטגוריה:ספרי 1896 1896 by country קטגוריה:1896 לפי מדינות 1896 in science 1896 במדע 1896 in sports 1896 בספורט 1896 in sports קטגוריה:1896 בספורט 1896 in the United States 1896 בארצות הברית 1896 in the United States קטגוריה:1896 בארצות הברית 1897 1897 1897 קטגוריה:1897 1897 Wimbledon Championships אליפות וימבלדון 1897 1897 books קטגוריה:ספרי 1897 1897 by country קטגוריה:1897 לפי מדינות 1897 in science 1897 במדע 1897 in sports 1897 בספורט 1897 in sports קטגוריה:1897 בספורט 1897 in the United States 1897 בארצות הברית 1897 in the United States קטגוריה:1897 בארצות הברית 1898 1898 1898 קטגוריה:1898 1898 Wimbledon Championships אליפות וימבלדון 1898 1898 books קטגוריה:ספרי 1898 1898 by country קטגוריה:1898 לפי מדינות 1898 in science 1898 במדע 1898 in sports 1898 בספורט 1898 in sports קטגוריה:1898 בספורט 1898 in the United States 1898 בארצות הברית 1898 in the United States קטגוריה:1898 בארצות הברית 1899 1899 1899 קטגוריה:1899 1899 Wimbledon Championships אליפות וימבלדון 1899 1899 books קטגוריה:ספרי 1899 1899 by country קטגוריה:1899 לפי מדינות 1899 in science 1899 במדע 1899 in sports 1899 בספורט 1899 in sports קטגוריה:1899 בספורט 1899 in the United States 1899 בארצות הברית 1899 in the United States קטגוריה:1899 בארצות הברית 18th Army הארמייה ה-18 18th Chess Olympiad אולימפיאדת השחמט 1968 18th Knesset קטגוריה:הכנסת השמונה עשרה 18th arrondissement of Paris הרובע השמונה-עשר של פריז 18th arrondissement of Paris קטגוריה:הרובע השמונה-עשר של פריז 18th century המאה ה-18 18th century קטגוריה:המאה ה-18 18th century BC המאה ה-18 לפנה"ס 18th-century books קטגוריה:ספרי המאה ה-18 18th-century paintings קטגוריה:ציורים מהמאה ה-18 18th-century popes קטגוריה:אפיפיורים במאה ה-18 18th-century songs קטגוריה:שירי המאה ה-18 18th-century treaties קטגוריה:חוזים והסכמים במאה ה-18 18th-century works קטגוריה:יצירות המאה ה-18 18th-century years by country קטגוריה:המאה ה-18 לפי מדינה 19 19 19 Kislev חג הגאולה 190 190 190 Squadron טייסת 190 1900 1900 1900 קטגוריה:1900 1900 Bertolluci.jpg קובץ:392px-1900 movie poster.jpg 1900 International Lawn Tennis Challenge גביע דייוויס 1900 1900 Summer Olympics אולימפיאדת פריז 1900 Summer Olympics קטגוריה:אולימפיאדת פריז 1900 United States presidential election הבחירות לנשיאות ארצות הברית 1900 1900 Wimbledon Championships אליפות וימבלדון 1900 1900 books קטגוריה:ספרי 1900 1900 by country קטגוריה:1900 לפי מדינות 1900 in Russia קטגוריה:1900 ברוסיה 1900 in science 1900 במדע 1900 in sports 1900 בספורט 1900 in sports קטגוריה:1900 בספורט 1900 in the United States 1900 בארצות הברית 1900 in the United States קטגוריה:1900 בארצות הברית 1900 works קטגוריה:יצירות משנת 1900 1900s העשור הראשון של המאה ה-20 1900s קטגוריה:שנות ה-1900 1900s books קטגוריה:ספרי שנות ה-1900 1900s in Russia קטגוריה:שנות ה-1900 ברוסיה 1900s in the United States קטגוריה:שנות ה-1900 בארצות הברית 1900s paintings קטגוריה:ציורים משנות ה-1900 1900s plays קטגוריה:מחזות משנות ה-1900 1900s works קטגוריה:יצירות שנות ה-1900 1901 1901 1901 קטגוריה:1901 1901 Wimbledon Championships אליפות וימבלדון 1901 1901 books קטגוריה:ספרי 1901 1901 by country קטגוריה:1901 לפי מדינות 1901 in Russia 1901 ברוסיה 1901 in Russia קטגוריה:1901 ברוסיה 1901 in music 1901 במוזיקה 1901 in science 1901 במדע 1901 in sports 1901 בספורט 1901 in sports קטגוריה:1901 בספורט 1901 in the United States 1901 בארצות הברית 1901 in the United States קטגוריה:1901 בארצות הברית 1901 works קטגוריה:יצירות משנת 1901 1902 1902 1902 קטגוריה:1902 1902 International Lawn Tennis Challenge גביע דייוויס 1902 1902 Wimbledon Championships אליפות וימבלדון 1902 1902 books קטגוריה:ספרי 1902 1902 by country קטגוריה:1902 לפי מדינות 1902 films קטגוריה:סרטי 1902 1902 in Russia קטגוריה:1902 ברוסיה 1902 in music 1902 במוזיקה 1902 in science 1902 במדע 1902 in sports 1902 בספורט 1902 in sports קטגוריה:1902 בספורט 1902 in the United States 1902 בארצות הברית 1902 in the United States קטגוריה:1902 בארצות הברית 1902 works קטגוריה:יצירות משנת 1902 1903 1903 1903 קטגוריה:1903 1903 International Lawn Tennis Challenge גביע דייוויס 1903 1903 Wimbledon Championships אליפות וימבלדון 1903 1903 books קטגוריה:ספרי 1903 1903 by country קטגוריה:1903 לפי מדינות 1903 films קטגוריה:סרטי 1903 1903 in Russia קטגוריה:1903 ברוסיה 1903 in science 1903 במדע 1903 in sports 1903 בספורט 1903 in sports קטגוריה:1903 בספורט 1903 in the United States 1903 בארצות הברית 1903 in the United States קטגוריה:1903 בארצות הברית 1903 works קטגוריה:יצירות משנת 1903 1904 1904 1904 קטגוריה:1904 1904 International Lawn Tennis Challenge גביע דייוויס 1904 1904 Summer Olympics אולימפיאדת סנט לואיס 1904 Summer Olympics קטגוריה:אולימפיאדת סנט לואיס 1904 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1904 1904 United States presidential election הבחירות לנשיאות ארצות הברית 1904 1904 Wimbledon Championships אליפות וימבלדון 1904 1904 books קטגוריה:ספרי 1904 1904 by country קטגוריה:1904 לפי מדינות 1904 in Russia 1904 ברוסיה 1904 in Russia קטגוריה:1904 ברוסיה 1904 in science 1904 במדע 1904 in sports 1904 בספורט 1904 in sports קטגוריה:1904 בספורט 1904 in the United States 1904 בארצות הברית 1904 in the United States קטגוריה:1904 בארצות הברית 1904 works קטגוריה:יצירות משנת 1904 1905 1905 1905 קטגוריה:1905 1905 International Lawn Tennis Challenge גביע דייוויס 1905 1905 Wimbledon Championships אליפות וימבלדון 1905 1905 books קטגוריה:ספרי 1905 1905 by country קטגוריה:1905 לפי מדינות 1905 in Russia 1905 ברוסיה 1905 in Russia קטגוריה:1905 ברוסיה 1905 in science 1905 במדע 1905 in sports 1905 בספורט 1905 in sports קטגוריה:1905 בספורט 1905 in the United States 1905 בארצות הברית 1905 in the United States קטגוריה:1905 בארצות הברית 1905 works קטגוריה:יצירות משנת 1905 1906 1906 1906 קטגוריה:1906 1906 Intercalated Games אולימפיאדת אתונה 1906 International Lawn Tennis Challenge גביע דייוויס 1906 1906 Russian legislative election הדומה של האימפריה הרוסית 1906 San Francisco earthquake רעידת האדמה בסן פרנסיסקו 1906 Wimbledon Championships אליפות וימבלדון 1906 1906 books קטגוריה:ספרי 1906 1906 by country קטגוריה:1906 לפי מדינות 1906 in Russia קטגוריה:1906 ברוסיה 1906 in science 1906 במדע 1906 in sports 1906 בספורט 1906 in sports קטגוריה:1906 בספורט 1906 in the United States 1906 בארצות הברית 1906 in the United States קטגוריה:1906 בארצות הברית 1906 works קטגוריה:יצירות משנת 1906 1907 1907 1907 קטגוריה:1907 1907 International Lawn Tennis Challenge גביע דייוויס 1907 1907 Romanian Peasants' revolt מרד האיכרים ברומניה 1907 Tiflis bank robbery שוד הבנק של טיפליס 1907 Wimbledon Championships אליפות וימבלדון 1907 1907 books קטגוריה:ספרי 1907 1907 by country קטגוריה:1907 לפי מדינות 1907 in Russia קטגוריה:1907 ברוסיה 1907 in science 1907 במדע 1907 in sports 1907 בספורט 1907 in sports קטגוריה:1907 בספורט 1907 in the United States 1907 בארצות הברית 1907 in the United States קטגוריה:1907 בארצות הברית 1907 works קטגוריה:יצירות משנת 1907 1908 1908 1908 קטגוריה:1908 1908 International Lawn Tennis Challenge גביע דייוויס 1908 1908 Summer Olympics אולימפיאדת לונדון 1908 Summer Olympics קטגוריה:אולימפיאדת לונדון 1908 United States presidential election הבחירות לנשיאות ארצות הברית 1908 1908 Wimbledon Championships אליפות וימבלדון 1908 1908 books קטגוריה:ספרי 1908 1908 by country קטגוריה:1908 לפי מדינות 1908 in Russia 1908 ברוסיה 1908 in Russia קטגוריה:1908 ברוסיה 1908 in science 1908 במדע 1908 in sports 1908 בספורט 1908 in sports קטגוריה:1908 בספורט 1908 in the United States 1908 בארצות הברית 1908 in the United States קטגוריה:1908 בארצות הברית 1908 works קטגוריה:יצירות משנת 1908 1909 1909 1909 קטגוריה:1909 1909 International Lawn Tennis Challenge גביע דייוויס 1909 1909 Wimbledon Championships אליפות וימבלדון 1909 1909 books קטגוריה:ספרי 1909 1909 by country קטגוריה:1909 לפי מדינות 1909 films קטגוריה:סרטי 1909 1909 in Russia קטגוריה:1909 ברוסיה 1909 in science 1909 במדע 1909 in sports 1909 בספורט 1909 in sports קטגוריה:1909 בספורט 1909 in the United States 1909 בארצות הברית 1909 in the United States קטגוריה:1909 בארצות הברית 1909 works קטגוריה:יצירות משנת 1909 190s BC 190-199 לפנה"ס 191 191 1910 1910 1910 קטגוריה:1910 1910 Shiraz blood libel עלילת הדם בשיראז 1910 Svenska Serien עונת 1910 בסדרה השוודית 1910 Wimbledon Championships אליפות וימבלדון 1910 1910 books קטגוריה:ספרי 1910 1910 by country קטגוריה:1910 לפי מדינות 1910 in Russia 1910 ברוסיה 1910 in Russia קטגוריה:1910 ברוסיה 1910 in science 1910 במדע 1910 in sports 1910 בספורט 1910 in sports קטגוריה:1910 בספורט 1910 in the United States 1910 בארצות הברית 1910 in the United States קטגוריה:1910 בארצות הברית 1910 works קטגוריה:יצירות משנת 1910 1910s העשור השני של המאה ה-20 1910s קטגוריה:שנות ה-1910 1910s books קטגוריה:ספרי שנות ה-1910 1910s in Russia קטגוריה:שנות ה-1910 ברוסיה 1910s in the United States קטגוריה:שנות ה-1910 בארצות הברית 1910s paintings קטגוריה:ציורים משנות ה-1910 1910s plays קטגוריה:מחזות משנות ה-1910 1910s works קטגוריה:יצירות שנות ה-1910 1911 1911 1911 קטגוריה:1911 1911 International Lawn Tennis Challenge גביע דייוויס 1911 1911 Wimbledon Championships אליפות וימבלדון 1911 1911 books קטגוריה:ספרי 1911 1911 by country קטגוריה:1911 לפי מדינות 1911 films קטגוריה:סרטי 1911 1911 in Russia קטגוריה:1911 ברוסיה 1911 in science 1911 במדע 1911 in sports 1911 בספורט 1911 in sports קטגוריה:1911 בספורט 1911 in the United States 1911 בארצות הברית 1911 in the United States קטגוריה:1911 בארצות הברית 1911 works קטגוריה:יצירות משנת 1911 1911–12 Svenska Serien עונת 1911/1912 בסדרה השוודית 1912 1912 1912 קטגוריה:1912 1912 Brisbane general strike השביתה הכללית בבריסביין ב-1912 1912 Fez riots התריתל 1912 International Lawn Tennis Challenge גביע דייוויס 1912 1912 Lawrence textile strike שביתת הטקסטיל של לורנס 1912 Summer Olympics אולימפיאדת סטוקהולם 1912 Summer Olympics קטגוריה:אולימפיאדת סטוקהולם 1912 United States presidential election הבחירות לנשיאות ארצות הברית 1912 1912 Wimbledon Championships אליפות וימבלדון 1912 1912 books קטגוריה:ספרי 1912 1912 by country קטגוריה:1912 לפי מדינות 1912 in Russia קטגוריה:1912 ברוסיה 1912 in science 1912 במדע 1912 in sports 1912 בספורט 1912 in sports קטגוריה:1912 בספורט 1912 in the United States 1912 בארצות הברית 1912 in the United States קטגוריה:1912 בארצות הברית 1912 works קטגוריה:יצירות משנת 1912 1912–13 Svenska Serien עונת 1912/1913 בסדרה השוודית 1913 1913 1913 קטגוריה:1913 1913 International Lawn Tennis Challenge גביע דייוויס 1913 1913 Wimbledon Championships אליפות וימבלדון 1913 1913 books קטגוריה:ספרי 1913 1913 by country קטגוריה:1913 לפי מדינות 1913 in Russia 1913 ברוסיה 1913 in Russia קטגוריה:1913 ברוסיה 1913 in science 1913 במדע 1913 in sports 1913 בספורט 1913 in sports קטגוריה:1913 בספורט 1913 in the United States 1913 בארצות הברית 1913 in the United States קטגוריה:1913 בארצות הברית 1913 plays קטגוריה:מחזות 1913 1913 works קטגוריה:יצירות משנת 1913 1913–14 Svenska Serien עונת 1913/1914 בסדרה השוודית 1914 1914 1914 קטגוריה:1914 1914 International Lawn Tennis Challenge גביע דייוויס 1914 1914 Star כוכב 1914 1914 Wimbledon Championships אליפות וימבלדון 1914 1914 books קטגוריה:ספרי 1914 1914 by country קטגוריה:1914 לפי מדינות 1914 films קטגוריה:סרטי 1914 1914 in Russia קטגוריה:1914 ברוסיה 1914 in science 1914 במדע 1914 in sports 1914 בספורט 1914 in sports קטגוריה:1914 בספורט 1914 in the United States 1914 בארצות הברית 1914 in the United States קטגוריה:1914 בארצות הברית 1914 works קטגוריה:יצירות משנת 1914 1914–15 Star כוכב 1914-1915 1914–15 Svenska Serien עונת 1914/1915 בסדרה השוודית 1915 1915 1915 קטגוריה:1915 1915 books קטגוריה:ספרי 1915 1915 by country קטגוריה:1915 לפי מדינות 1915 films קטגוריה:סרטי 1915 1915 in Russia קטגוריה:1915 ברוסיה 1915 in science 1915 במדע 1915 in sports 1915 בספורט 1915 in sports קטגוריה:1915 בספורט 1915 in the United States 1915 בארצות הברית 1915 in the United States קטגוריה:1915 בארצות הברית 1915 works קטגוריה:יצירות משנת 1915 1915–16 Svenska Serien עונת 1915/1916 בסדרה השוודית 1916 1916 1916 קטגוריה:1916 1916 South American Championship קופה אמריקה 1916 1916 Summer Olympics אולימפיאדת הקיץ 1916 1916 United States presidential election הבחירות לנשיאות ארצות הברית 1916 1916 Zoning Resolution החלטה על תוכנית בניין עיר של שנת 1916 1916 books קטגוריה:ספרי 1916 1916 by country קטגוריה:1916 לפי מדינות 1916 films קטגוריה:סרטי 1916 1916 in Russia 1916 ברוסיה 1916 in Russia קטגוריה:1916 ברוסיה 1916 in science 1916 במדע 1916 in sports 1916 בספורט 1916 in sports קטגוריה:1916 בספורט 1916 in the United States 1916 בארצות הברית 1916 in the United States קטגוריה:1916 בארצות הברית 1916 works קטגוריה:יצירות משנת 1916 1916–17 Svenska Serien עונת 1916/1917 בסדרה השוודית 1917 1917 1917 קטגוריה:1917 1917 South American Championship קופה אמריקה 1917 1917 books קטגוריה:ספרי 1917 1917 by country קטגוריה:1917 לפי מדינות 1917 films קטגוריה:סרטי 1917 1917 in Russia 1917 ברוסיה 1917 in Russia קטגוריה:1917 ברוסיה 1917 in literature 1917 בספרות 1917 in science 1917 במדע 1917 in sports 1917 בספורט 1917 in sports קטגוריה:1917 בספורט 1917 in the United States 1917 בארצות הברית 1917 in the United States קטגוריה:1917 בארצות הברית 1917 works קטגוריה:יצירות משנת 1917 1918 1918 1918 קטגוריה:1918 1918 books קטגוריה:ספרי 1918 1918 by country קטגוריה:1918 לפי מדינות 1918 films קטגוריה:סרטי 1918 1918 flu pandemic השפעת הספרדית 1918 in Germany 1918 בגרמניה 1918 in Germany קטגוריה:1918 בגרמניה 1918 in Russia קטגוריה:1918 ברוסיה 1918 in science 1918 במדע 1918 in sports 1918 בספורט 1918 in sports קטגוריה:1918 בספורט 1918 in the United States 1918 בארצות הברית 1918 in the United States קטגוריה:1918 בארצות הברית 1918 songs קטגוריה:שירי 1918 1918 works קטגוריה:יצירות משנת 1918 1919 1919 1919 קטגוריה:1919 1919 International Lawn Tennis Challenge גביע דייוויס 1919 1919 Paris Peace Conference ועידת השלום בפריז 1919 Wimbledon Championships אליפות וימבלדון 1919 1919 books קטגוריה:ספרי 1919 1919 by country קטגוריה:1919 לפי מדינות 1919 in British-administered Palestine 1919 בארץ ישראל 1919 in Germany 1919 בגרמניה 1919 in Germany קטגוריה:1919 בגרמניה 1919 in Russia קטגוריה:1919 ברוסיה 1919 in science 1919 במדע 1919 in sports 1919 בספורט 1919 in sports קטגוריה:1919 בספורט 1919 in the United States 1919 בארצות הברית 1919 in the United States קטגוריה:1919 בארצות הברית 1919 works קטגוריה:יצירות משנת 1919 192 192 192 Squadron טייסת 192 1920 1920 1920 קטגוריה:1920 1920 Haiyuan earthquake רעידת האדמה בהאיואן 1920 International Lawn Tennis Challenge גביע דייוויס 1920 1920 Nebi Musa riots מאורעות תר"פ 1920 Revolution Brigade בריגדת מהפיכת 1920 1920 Summer Olympics אולימפיאדת אנטוורפן 1920 United States presidential election הבחירות לנשיאות ארצות הברית 1920 1920 Wimbledon Championships אליפות וימבלדון 1920 1920 books קטגוריה:ספרי 1920 1920 by country קטגוריה:1920 לפי מדינות 1920 films קטגוריה:סרטי 1920 1920 in British-administered Palestine 1920 בארץ ישראל 1920 in Germany 1920 בגרמניה 1920 in Germany קטגוריה:1920 בגרמניה 1920 in Russia קטגוריה:1920 ברוסיה 1920 in literature 1920 בספרות 1920 in science 1920 במדע 1920 in sports 1920 בספורט 1920 in sports קטגוריה:1920 בספורט 1920 in the United States 1920 בארצות הברית 1920 in the United States קטגוריה:1920 בארצות הברית 1920 songs קטגוריה:שירי שנות ה-1920 1920 works קטגוריה:יצירות משנת 1920 1920s קטגוריה:שנות ה-1920 1920s שנות ה-20 של המאה ה-20 1920s books קטגוריה:ספרי שנות ה-1920 1920s in Russia קטגוריה:שנות ה-1920 ברוסיה 1920s in the Soviet Union קטגוריה:שנות ה-1920 בברית המועצות 1920s in the United States קטגוריה:שנות ה-1920 בארצות הברית 1920s paintings קטגוריה:ציורים משנות ה-1920 1920s plays קטגוריה:מחזות משנות ה-1920 1920s works קטגוריה:יצירות שנות ה-1920 1920–21 Svenska Serien עונת 1920/1921 בסדרה השוודית 1921 1921 1921 קטגוריה:1921 1921 International Lawn Tennis Challenge גביע דייוויס 1921 1921 Svanetian Uprising מרד סוואנתי 1921 Wimbledon Championships אליפות וימבלדון 1921 1921 books קטגוריה:ספרי 1921 1921 by country קטגוריה:1921 לפי מדינות 1921 films קטגוריה:סרטי 1921 1921 in Mandatory Palestine 1921 בארץ ישראל 1921 in Russia קטגוריה:1921 ברוסיה 1921 in literature 1921 בספרות 1921 in science 1921 במדע 1921 in sports 1921 בספורט 1921 in sports קטגוריה:1921 בספורט 1921 in the United States 1921 בארצות הברית 1921 in the United States קטגוריה:1921 בארצות הברית 1921 works קטגוריה:יצירות משנת 1921 1922 1922 1922 קטגוריה:1922 1922 International Lawn Tennis Challenge גביע דייוויס 1922 1922 Wimbledon Championships אליפות וימבלדון 1922 1922 books קטגוריה:ספרי 1922 1922 by country קטגוריה:1922 לפי מדינות 1922 films קטגוריה:סרטי 1922 1922 in Germany 1922 בגרמניה 1922 in Germany קטגוריה:1922 בגרמניה 1922 in Mandatory Palestine 1922 בארץ ישראל 1922 in Russia קטגוריה:1922 ברוסיה 1922 in literature 1922 בספרות 1922 in science 1922 במדע 1922 in sports 1922 בספורט 1922 in sports קטגוריה:1922 בספורט 1922 in the United States 1922 בארצות הברית 1922 in the United States קטגוריה:1922 בארצות הברית 1922 songs קטגוריה:שירי 1922 1922 works קטגוריה:יצירות משנת 1922 1922–23 Svenska Serien עונת 1922/1923 בסדרה השוודית 1923 1923 1923 קטגוריה:1923 1923 Constitution of Romania חוקת רומניה 1923 1923 FA Cup Final גמר גביע ה-FA 1923 1923 Great Kantō earthquake רעידת האדמה הגדולה בקאנטו 1923 International Lawn Tennis Challenge גביע דייוויס 1923 1923 Wimbledon Championships אליפות וימבלדון 1923 1923 books קטגוריה:ספרי 1923 1923 by country קטגוריה:1923 לפי מדינות 1923 films קטגוריה:סרטי 1923 1923 in Mandatory Palestine 1923 בארץ ישראל 1923 in literature 1923 בספרות 1923 in science 1923 במדע 1923 in sports 1923 בספורט 1923 in sports קטגוריה:1923 בספורט 1923 in the Soviet Union 1923 בברית המועצות 1923 in the Soviet Union קטגוריה:1923 בברית המועצות 1923 in the United States 1923 בארצות הברית 1923 in the United States קטגוריה:1923 בארצות הברית 1923 works קטגוריה:יצירות משנת 1923 1923–24 Svenska Serien עונת 1923/1924 בסדרה השוודית 1924 1924 1924 קטגוריה:1924 1924 International Lawn Tennis Challenge גביע דייוויס 1924 1924 Summer Olympics אולימפיאדת פריז 1924 United States presidential election הבחירות לנשיאות ארצות הברית 1924 1924 Wimbledon Championships אליפות וימבלדון 1924 1924 Winter Olympics אולימפיאדת שאמוני 1924 books קטגוריה:ספרי 1924 1924 by country קטגוריה:1924 לפי מדינות 1924 films קטגוריה:סרטי 1924 1924 in Mandatory Palestine 1924 בארץ ישראל 1924 in science 1924 במדע 1924 in sports 1924 בספורט 1924 in sports קטגוריה:1924 בספורט 1924 in the Soviet Union 1924 בברית המועצות 1924 in the Soviet Union קטגוריה:1924 בברית המועצות 1924 in the United States 1924 בארצות הברית 1924 in the United States קטגוריה:1924 בארצות הברית 1924 songs קטגוריה:שירי 1924 1924 works קטגוריה:יצירות משנת 1924 1925 1925 1925 קטגוריה:1925 1925 French Championships אליפות צרפת הפתוחה 1925 1925 International Lawn Tennis Challenge גביע דייוויס 1925 1925 Wimbledon Championships אליפות וימבלדון 1925 1925 books קטגוריה:ספרי 1925 1925 by country קטגוריה:1925 לפי מדינות 1925 films קטגוריה:סרטי 1925 1925 in Mandatory Palestine 1925 בארץ ישראל 1925 in film 1925 בקולנוע 1925 in literature 1925 בספרות 1925 in science 1925 במדע 1925 in sports 1925 בספורט 1925 in sports קטגוריה:1925 בספורט 1925 in the Soviet Union 1925 בברית המועצות 1925 in the Soviet Union קטגוריה:1925 בברית המועצות 1925 in the United States 1925 בארצות הברית 1925 in the United States קטגוריה:1925 בארצות הברית 1925 works קטגוריה:יצירות משנת 1925 1926 1926 1926 קטגוריה:1926 1926 European Aquatics Championships אליפות אירופה בשחייה 1926 1926 French Championships אליפות צרפת הפתוחה 1926 1926 International Lawn Tennis Challenge גביע דייוויס 1926 1926 United Kingdom general strike השביתה הכללית בבריטניה 1926 Wimbledon Championships אליפות וימבלדון 1926 1926 books קטגוריה:ספרי 1926 1926 by country קטגוריה:1926 לפי מדינות 1926 in Germany 1926 בגרמניה 1926 in Germany קטגוריה:1926 בגרמניה 1926 in Mandatory Palestine 1926 בארץ ישראל 1926 in film 1926 בקולנוע 1926 in literature 1926 בספרות 1926 in science 1926 במדע 1926 in sports 1926 בספורט 1926 in sports קטגוריה:1926 בספורט 1926 in the Soviet Union 1926 בברית המועצות 1926 in the Soviet Union קטגוריה:1926 בברית המועצות 1926 in the United States 1926 בארצות הברית 1926 in the United States קטגוריה:1926 בארצות הברית 1926 works קטגוריה:יצירות משנת 1926 1927 1927 1927 קטגוריה:1927 1927 European Aquatics Championships אליפות אירופה בשחייה 1927 1927 French Championships אליפות צרפת הפתוחה 1927 1927 International Lawn Tennis Challenge גביע דייוויס 1927 1927 Jericho earthquake רעידת האדמה בארץ ישראל 1927 Wimbledon Championships אליפות וימבלדון 1927 1927 books קטגוריה:ספרי 1927 1927 by country קטגוריה:1927 לפי מדינות 1927 films קטגוריה:סרטי 1927 1927 in Mandatory Palestine 1927 בארץ ישראל 1927 in literature 1927 בספרות 1927 in science 1927 במדע 1927 in sports 1927 בספורט 1927 in sports קטגוריה:1927 בספורט 1927 in the Soviet Union 1927 בברית המועצות 1927 in the Soviet Union קטגוריה:1927 בברית המועצות 1927 in the United States 1927 בארצות הברית 1927 in the United States קטגוריה:1927 בארצות הברית 1927 works קטגוריה:יצירות משנת 1927 1928 1928 1928 קטגוריה:1928 1928 French Championships אליפות צרפת הפתוחה 1928 1928 International Lawn Tennis Challenge גביע דייוויס 1928 1928 Palestine Cup גביע העם 1928 1928 Summer Olympics אולימפיאדת אמסטרדם 1928 Thames flood השיטפון בתמזה 1928 United States presidential election הבחירות לנשיאות ארצות הברית 1928 1928 Wimbledon Championships אליפות וימבלדון 1928 1928 Winter Olympics אולימפיאדת סנט מוריץ 1928 Winter Olympics poster.jpg קובץ:1928w.jpg 1928 books קטגוריה:ספרי 1928 1928 by country קטגוריה:1928 לפי מדינות 1928 films קטגוריה:סרטי 1928 1928 in Mandatory Palestine 1928 בארץ ישראל 1928 in literature 1928 בספרות 1928 in science 1928 במדע 1928 in sports 1928 בספורט 1928 in sports קטגוריה:1928 בספורט 1928 in the Soviet Union 1928 בברית המועצות 1928 in the Soviet Union קטגוריה:1928 בברית המועצות 1928 in the United States 1928 בארצות הברית 1928 in the United States קטגוריה:1928 בארצות הברית 1928 works קטגוריה:יצירות משנת 1928 1929 1929 1929 קטגוריה:1929 1929 Barcelona International Exposition התערוכה העולמית של ברצלונה 1929 French Championships אליפות צרפת הפתוחה 1929 1929 Hebron massacre טבח חברון 1929 International Lawn Tennis Challenge גביע דייוויס 1929 1929 Palestine Cup הגביע הארץ-ישראלי 1929 1929 Palestine riots מאורעות תרפ"ט 1929 Palestine riots קטגוריה:מאורעות תרפ"ט 1929 Safed riots טבח צפת 1929 Wimbledon Championships אליפות וימבלדון 1929 1929 books קטגוריה:ספרי 1929 1929 by country קטגוריה:1929 לפי מדינות 1929 films קטגוריה:סרטי 1929 1929 in Germany 1929 בגרמניה 1929 in Germany קטגוריה:1929 בגרמניה 1929 in Mandatory Palestine 1929 בארץ ישראל 1929 in literature 1929 בספרות 1929 in science 1929 במדע 1929 in sports 1929 בספורט 1929 in sports קטגוריה:1929 בספורט 1929 in the Soviet Union 1929 בברית המועצות 1929 in the Soviet Union קטגוריה:1929 בברית המועצות 1929 in the United States 1929 בארצות הברית 1929 in the United States קטגוריה:1929 בארצות הברית 1929 works קטגוריה:יצירות משנת 1929 193 193 193 Squadron טייסת 193 1930 1930 1930 קטגוריה:1930 1930 FIFA World Cup מונדיאל 1930 1930 FIFA World Cup קטגוריה:מונדיאל 1930 1930 FIFA World Cup Final גמר מונדיאל 1930 1930 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1930 1930 French Championships אליפות צרפת הפתוחה 1930 1930 International Lawn Tennis Challenge גביע דייוויס 1930 1930 Palestine Cup הגביע הארץ-ישראלי 1930 1930 Wimbledon Championships אליפות וימבלדון 1930 1930 books קטגוריה:ספרי 1930 1930 by country קטגוריה:1930 לפי מדינות 1930 films קטגוריה:סרטי 1930 1930 in Germany 1930 בגרמניה 1930 in Germany קטגוריה:1930 בגרמניה 1930 in Mandatory Palestine 1930 בארץ ישראל 1930 in music קטגוריה:1930 במוזיקה 1930 in science 1930 במדע 1930 in sports 1930 בספורט 1930 in sports קטגוריה:1930 בספורט 1930 in the Soviet Union 1930 בברית המועצות 1930 in the Soviet Union קטגוריה:1930 בברית המועצות 1930 in the United States 1930 בארצות הברית 1930 in the United States קטגוריה:1930 בארצות הברית 1930 songs קטגוריה:שירי 1930 1930 works קטגוריה:יצירות משנת 1930 1930s קטגוריה:שנות ה-1930 1930s שנות ה-30 של המאה ה-20 1930s books קטגוריה:ספרי שנות ה-1930 1930s in music קטגוריה:שנות ה-1930 במוזיקה 1930s in the Soviet Union קטגוריה:שנות ה-1930 בברית המועצות 1930s in the United States קטגוריה:שנות ה-1930 בארצות הברית 1930s paintings קטגוריה:ציורים משנות ה-1930 1930s plays קטגוריה:מחזות משנות ה-1920 1930s works קטגוריה:יצירות שנות ה-1930 1931 1931 1931 קטגוריה:1931 1931 China floods השיטפונות בסין 1931 European Aquatics Championships אליפות אירופה בשחייה 1931 1931 French Championships אליפות צרפת הפתוחה 1931 1931 International Lawn Tennis Challenge גביע דייוויס 1931 1931 Wimbledon Championships אליפות וימבלדון 1931 1931 books קטגוריה:ספרי 1931 1931 by country קטגוריה:1931 לפי מדינות 1931 films קטגוריה:סרטי 1931 1931 in Mandatory Palestine 1931 בארץ ישראל 1931 in music קטגוריה:1931 במוזיקה 1931 in science 1931 במדע 1931 in sports 1931 בספורט 1931 in sports קטגוריה:1931 בספורט 1931 in the Soviet Union 1931 בברית המועצות 1931 in the Soviet Union קטגוריה:1931 בברית המועצות 1931 in the United States 1931 בארצות הברית 1931 in the United States קטגוריה:1931 בארצות הברית 1931 songs קטגוריה:שירי 1931 1931 works קטגוריה:יצירות משנת 1931 1932 1932 1932 קטגוריה:1932 1932 French Championships אליפות צרפת הפתוחה 1932 1932 International Lawn Tennis Challenge גביע דייוויס 1932 1932 Palestine Cup הגביע הארץ-ישראלי 1932 1932 Summer Olympics אולימפיאדת לוס אנג'לס 1932 United States presidential election הבחירות לנשיאות ארצות הברית 1932 1932 Wimbledon Championships אליפות וימבלדון 1932 1932 Winter Olympics אולימפיאדת לייק פלאסיד 1932 books קטגוריה:ספרי 1932 1932 by country קטגוריה:1932 לפי מדינות 1932 films קטגוריה:סרטי 1932 1932 in Mandatory Palestine 1932 בארץ ישראל 1932 in literature 1932 בספרות 1932 in science 1932 במדע 1932 in sports 1932 בספורט 1932 in sports קטגוריה:1932 בספורט 1932 in the Soviet Union 1932 בברית המועצות 1932 in the Soviet Union קטגוריה:1932 בברית המועצות 1932 in the United States 1932 בארצות הברית 1932 in the United States קטגוריה:1932 בארצות הברית 1932 songs קטגוריה:שירי 1932 1932 works קטגוריה:יצירות משנת 1932 1933 1933 1933 קטגוריה:1933 1933 French Championships אליפות צרפת הפתוחה 1933 1933 International Lawn Tennis Challenge גביע דייוויס 1933 1933 Palestine Cup הגביע הארץ-ישראלי 1933 1933 Palestine riots מאורעות אוקטובר 1933 1933 Wimbledon Championships אליפות וימבלדון 1933 1933 books קטגוריה:ספרי 1933 1933 by country קטגוריה:1933 לפי מדינות 1933 films קטגוריה:סרטי 1933 1933 in Germany 1933 בגרמניה 1933 in Germany קטגוריה:1933 בגרמניה 1933 in Mandatory Palestine 1933 בארץ ישראל 1933 in music קטגוריה:1933 במוזיקה 1933 in science 1933 במדע 1933 in sports 1933 בספורט 1933 in sports קטגוריה:1933 בספורט 1933 in the Soviet Union 1933 בברית המועצות 1933 in the Soviet Union קטגוריה:1933 בברית המועצות 1933 in the United States 1933 בארצות הברית 1933 in the United States קטגוריה:1933 בארצות הברית 1933 songs קטגוריה:שירי 1933 1933 works קטגוריה:יצירות משנת 1933 1934 1934 1934 קטגוריה:1934 1934 European Aquatics Championships אליפות אירופה בשחייה 1934 1934 FIFA World Cup מונדיאל 1934 1934 FIFA World Cup קטגוריה:מונדיאל 1934 1934 FIFA World Cup Final גמר מונדיאל 1934 1934 FIFA World Cup qualification מוקדמות מונדיאל 1934 1934 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1934 1934 French Championships אליפות צרפת הפתוחה 1934 1934 International Lawn Tennis Challenge גביע דייוויס 1934 1934 Nepal–Bihar earthquake רעידת האדמה בנפאל 1934 Palestine Cup הגביע הארץ-ישראלי 1934 1934 Wimbledon Championships אליפות וימבלדון 1934 1934 books קטגוריה:ספרי 1934 1934 by country קטגוריה:1934 לפי מדינות 1934 films קטגוריה:סרטי 1934 1934 in Germany 1934 בגרמניה 1934 in Germany קטגוריה:1934 בגרמניה 1934 in Mandatory Palestine 1934 בארץ ישראל 1934 in film 1934 בקולנוע 1934 in literature 1934 בספרות 1934 in science 1934 במדע 1934 in sports 1934 בספורט 1934 in sports קטגוריה:1934 בספורט 1934 in the Soviet Union 1934 בברית המועצות 1934 in the Soviet Union קטגוריה:1934 בברית המועצות 1934 in the United States 1934 בארצות הברית 1934 in the United States קטגוריה:1934 בארצות הברית 1934 songs קטגוריה:שירי 1934 1934 works קטגוריה:יצירות משנת 1934 1935 1935 1935 קטגוריה:1935 1935 French Championships אליפות צרפת הפתוחה 1935 1935 International Lawn Tennis Challenge גביע דייוויס 1935 1935 Maccabiah Games המכביה השנייה 1935 Palestine Cup הגביע הארץ-ישראלי 1935 1935 Wimbledon Championships אליפות וימבלדון 1935 1935 books קטגוריה:ספרי 1935 1935 by country קטגוריה:1935 לפי מדינות 1935 films קטגוריה:סרטי 1935 1935 in Germany 1935 בגרמניה 1935 in Germany קטגוריה:1935 בגרמניה 1935 in Mandatory Palestine 1935 בארץ ישראל 1935 in film 1935 בקולנוע 1935 in science 1935 במדע 1935 in sports 1935 בספורט 1935 in sports קטגוריה:1935 בספורט 1935 in the Soviet Union 1935 בברית המועצות 1935 in the Soviet Union קטגוריה:1935 בברית המועצות 1935 in the United States 1935 בארצות הברית 1935 in the United States קטגוריה:1935 בארצות הברית 1935 works קטגוריה:יצירות משנת 1935 1936 1936 1936 קטגוריה:1936 1936 Craiova Trial משפט קראיובה 1936 French Championships אליפות צרפת הפתוחה 1936 1936 International Lawn Tennis Challenge גביע דייוויס 1936 1936 Soviet Constitution חוקת ברית המועצות 1936 Summer Olympics אולימפיאדת ברלין 1936 United States presidential election הבחירות לנשיאות ארצות הברית 1936 1936 Wimbledon Championships אליפות וימבלדון 1936 1936 Winter Olympics אולימפיאדת גרמיש-פרטנקירכן 1936 books קטגוריה:ספרי 1936 1936 by country קטגוריה:1936 לפי מדינות 1936 films קטגוריה:סרטי 1936 1936 in Germany 1936 בגרמניה 1936 in Germany קטגוריה:1936 בגרמניה 1936 in Mandatory Palestine 1936 בארץ ישראל 1936 in literature 1936 בספרות 1936 in science 1936 במדע 1936 in sports 1936 בספורט 1936 in sports קטגוריה:1936 בספורט 1936 in the Soviet Union 1936 בברית המועצות 1936 in the Soviet Union קטגוריה:1936 בברית המועצות 1936 in the United States 1936 בארצות הברית 1936 in the United States קטגוריה:1936 בארצות הברית 1936 works קטגוריה:יצירות משנת 1936 19367 Pink Floyd פינק פלויד 1936–39 Arab revolt in Palestine המרד הערבי הגדול 1936–39 Arab revolt in Palestine קטגוריה:המרד הערבי הגדול 1937 1937 1937 קטגוריה:1937 1937 French Championships אליפות צרפת הפתוחה 1937 1937 International Lawn Tennis Challenge גביע דייוויס 1937 1937 Palestine Cup הגביע הארץ-ישראלי 1937 1937 Wimbledon Championships אליפות וימבלדון 1937 1937 books קטגוריה:ספרי 1937 1937 by country קטגוריה:1937 לפי מדינות 1937 films קטגוריה:סרטי 1937 1937 in Germany 1937 בגרמניה 1937 in Germany קטגוריה:1937 בגרמניה 1937 in Mandatory Palestine 1937 בארץ ישראל 1937 in literature 1937 בספרות 1937 in music קטגוריה:1937 במוזיקה 1937 in science 1937 במדע 1937 in sports 1937 בספורט 1937 in sports קטגוריה:1937 בספורט 1937 in the Soviet Union 1937 בברית המועצות 1937 in the Soviet Union קטגוריה:1937 בברית המועצות 1937 in the United States 1937 בארצות הברית 1937 in the United States קטגוריה:1937 בארצות הברית 1937 songs קטגוריה:שירי 1937 1937 works קטגוריה:יצירות משנת 1937 1938 1938 1938 קטגוריה:1938 1938 Constitution of Romania חוקת רומניה 1938 1938 European Aquatics Championships אליפות אירופה בשחייה 1938 1938 FIFA World Cup מונדיאל 1938 1938 FIFA World Cup קטגוריה:מונדיאל 1938 1938 FIFA World Cup Final גמר מונדיאל 1938 1938 FIFA World Cup qualification מוקדמות מונדיאל 1938 1938 French Championships אליפות צרפת הפתוחה 1938 1938 International Lawn Tennis Challenge גביע דייוויס 1938 1938 Palestine Cup הגביע הארץ-ישראלי 1938 1938 Tiberias massacre הטבח בטבריה 1938 Wimbledon Championships אליפות וימבלדון 1938 1938 Yellow River flood השיטפון של הנהר הצהוב ב-1938 1938 books קטגוריה:ספרי 1938 1938 by country קטגוריה:1938 לפי מדינות 1938 films קטגוריה:סרטי 1938 1938 in Germany 1938 בגרמניה 1938 in Germany קטגוריה:1938 בגרמניה 1938 in Mandatory Palestine 1938 בארץ ישראל 1938 in science 1938 במדע 1938 in sports 1938 בספורט 1938 in sports קטגוריה:1938 בספורט 1938 in the Soviet Union 1938 בברית המועצות 1938 in the Soviet Union קטגוריה:1938 בברית המועצות 1938 in the United States 1938 בארצות הברית 1938 in the United States קטגוריה:1938 בארצות הברית 1938 songs קטגוריה:שירי 1938 1938 works קטגוריה:יצירות משנת 1938 1939 1939 1939 קטגוריה:1939 1939 French Championships אליפות צרפת הפתוחה 1939 1939 International Lawn Tennis Challenge גביע דייוויס 1939 1939 New York World's Fair התערוכה העולמית של ניו יורק 1939 Palestine Cup הגביע הארץ-ישראלי 1939 1939 Wimbledon Championships אליפות וימבלדון 1939 1939 books קטגוריה:ספרי 1939 1939 by country קטגוריה:1939 לפי מדינות 1939 films קטגוריה:סרטי 1939 1939 in Germany 1939 בגרמניה 1939 in Germany קטגוריה:1939 בגרמניה 1939 in Mandatory Palestine 1939 בארץ ישראל 1939 in film 1939 בקולנוע 1939 in music קטגוריה:1939 במוזיקה 1939 in science 1939 במדע 1939 in sports 1939 בספורט 1939 in sports קטגוריה:1939 בספורט 1939 in the Soviet Union 1939 בברית המועצות 1939 in the Soviet Union קטגוריה:1939 בברית המועצות 1939 in the United States 1939 בארצות הברית 1939 in the United States קטגוריה:1939 בארצות הברית 1939 songs קטגוריה:שירי 1939 1939 works קטגוריה:יצירות משנת 1939 194 194 1940 1940 1940 קטגוריה:1940 1940 Palestine Cup הגביע הארץ-ישראלי 1940 1940 Summer Olympics אולימפיאדת הקיץ 1940 1940 United States presidential election הבחירות לנשיאות ארצות הברית 1940 1940 Vrancea earthquake רעידת האדמה בוורנצ'אה 1940 Winter Olympics אולימפיאדת החורף 1940 1940 books קטגוריה:ספרי 1940 1940 by country קטגוריה:1940 לפי מדינות 1940 films קטגוריה:סרטי 1940 1940 in Germany 1940 בגרמניה 1940 in Germany קטגוריה:1940 בגרמניה 1940 in Mandatory Palestine 1940 בארץ ישראל 1940 in film 1940 בקולנוע 1940 in music קטגוריה:1940 במוזיקה 1940 in science 1940 במדע 1940 in sports 1940 בספורט 1940 in sports קטגוריה:1940 בספורט 1940 in the Soviet Union 1940 בברית המועצות 1940 in the Soviet Union קטגוריה:1940 בברית המועצות 1940 in the United States 1940 בארצות הברית 1940 in the United States קטגוריה:1940 בארצות הברית 1940 songs קטגוריה:שירי 1940 1940 works קטגוריה:יצירות משנת 1940 1940s קטגוריה:שנות ה-1940 1940s שנות ה-40 של המאה ה-20 1940s books קטגוריה:ספרי שנות ה-1940 1940s in Israel קטגוריה:שנות ה-1940 בישראל 1940s in music קטגוריה:שנות ה-1940 במוזיקה 1940s in the Soviet Union קטגוריה:שנות ה-1940 בברית המועצות 1940s in the United States קטגוריה:שנות ה-1940 בארצות הברית 1940s paintings קטגוריה:ציורים משנות ה-1940 1940s plays קטגוריה:מחזות משנות ה-1940 1940s works קטגוריה:יצירות שנות ה-1940 1941 1941 1941 קטגוריה:1941 1941 Odessa massacre הטבח באודסה 1941 Palestine Cup הגביע הארץ-ישראלי 1941 1941 books קטגוריה:ספרי 1941 1941 by country קטגוריה:1941 לפי מדינות 1941 films קטגוריה:סרטי 1941 1941 in Germany 1941 בגרמניה 1941 in Germany קטגוריה:1941 בגרמניה 1941 in Mandatory Palestine 1941 בארץ ישראל 1941 in film 1941 בקולנוע 1941 in music 1941 במוזיקה 1941 in music קטגוריה:1941 במוזיקה 1941 in science 1941 במדע 1941 in sports 1941 בספורט 1941 in sports קטגוריה:1941 בספורט 1941 in the Soviet Union 1941 בברית המועצות 1941 in the Soviet Union קטגוריה:1941 בברית המועצות 1941 in the United States 1941 בארצות הברית 1941 in the United States קטגוריה:1941 בארצות הברית 1941 works קטגוריה:יצירות משנת 1941 1942 1942 1942 קטגוריה:1942 1942 Palestine Cup הגביע הארץ-ישראלי 1942 1942 books קטגוריה:ספרי 1942 1942 by country קטגוריה:1942 לפי מדינות 1942 films קטגוריה:סרטי 1942 1942 in Germany 1942 בגרמניה 1942 in Germany קטגוריה:1942 בגרמניה 1942 in Mandatory Palestine 1942 בארץ ישראל 1942 in film 1942 בקולנוע 1942 in music 1942 במוזיקה 1942 in music קטגוריה:1942 במוזיקה 1942 in science 1942 במדע 1942 in sports 1942 בספורט 1942 in sports קטגוריה:1942 בספורט 1942 in the Soviet Union 1942 בברית המועצות 1942 in the Soviet Union קטגוריה:1942 בברית המועצות 1942 in the United States 1942 בארצות הברית 1942 in the United States קטגוריה:1942 בארצות הברית 1942 songs קטגוריה:שירי 1942 1942 works קטגוריה:יצירות משנת 1942 1943 1943 1943 קטגוריה:1943 1943 Palestine Cup גביע המלחמה 1943 1943 Quebec Conference ועידת קוויבק 1943 books קטגוריה:ספרי 1943 1943 by country קטגוריה:1943 לפי מדינות 1943 films קטגוריה:סרטי 1943 1943 in Germany 1943 בגרמניה 1943 in Germany קטגוריה:1943 בגרמניה 1943 in Mandatory Palestine 1943 בארץ ישראל 1943 in film 1943 בקולנוע 1943 in science 1943 במדע 1943 in sports 1943 בספורט 1943 in sports קטגוריה:1943 בספורט 1943 in the Soviet Union 1943 בברית המועצות 1943 in the Soviet Union קטגוריה:1943 בברית המועצות 1943 in the United States 1943 בארצות הברית 1943 in the United States קטגוריה:1943 בארצות הברית 1943 songs קטגוריה:שירי 1943 1943 works קטגוריה:יצירות משנת 1943 1944 1944 1944 קטגוריה:1944 1944 Bombay explosion ההתפוצצות בנמל בומביי 1944 Palestine Cup גביע המלחמה 1944 1944 Summer Olympics אולימפיאדת הקיץ 1944 1944 United States presidential election הבחירות לנשיאות ארצות הברית 1944 1944 Winter Olympics אולימפיאדת החורף 1944 1944 books קטגוריה:ספרי 1944 1944 by country קטגוריה:1944 לפי מדינות 1944 films קטגוריה:סרטי 1944 1944 in Germany 1944 בגרמניה 1944 in Germany קטגוריה:1944 בגרמניה 1944 in Mandatory Palestine 1944 בארץ ישראל 1944 in film 1944 בקולנוע 1944 in music קטגוריה:1944 במוזיקה 1944 in science 1944 במדע 1944 in sports 1944 בספורט 1944 in sports קטגוריה:1944 בספורט 1944 in the Soviet Union 1944 בברית המועצות 1944 in the Soviet Union קטגוריה:1944 בברית המועצות 1944 in the United States 1944 בארצות הברית 1944 in the United States קטגוריה:1944 בארצות הברית 1944 songs קטגוריה:שירי 1944 1944 works קטגוריה:יצירות משנת 1944 1945 1945 1945 קטגוריה:1945 1945 Anti-Jewish riots in Egypt פרעות קהיר ואלכסנדריה 1945 Anti-Jewish riots in Tripolitania פרעות טריפולי 1945 United Kingdom general election הבחירות הכלליות בבריטניה 1945 Village Statistics סקר הכפרים 1945 בארץ ישראל 1945 books קטגוריה:ספרי 1945 1945 by country קטגוריה:1945 לפי מדינות 1945 films קטגוריה:סרטי 1945 1945 in Germany 1945 בגרמניה 1945 in Germany קטגוריה:1945 בגרמניה 1945 in Mandatory Palestine 1945 בארץ ישראל 1945 in film 1945 בקולנוע 1945 in music קטגוריה:1945 במוזיקה 1945 in science 1945 במדע 1945 in sports 1945 בספורט 1945 in sports קטגוריה:1945 בספורט 1945 in the Soviet Union 1945 בברית המועצות 1945 in the Soviet Union קטגוריה:1945 בברית המועצות 1945 in the United States 1945 בארצות הברית 1945 in the United States קטגוריה:1945 בארצות הברית 1945 songs קטגוריה:שירי 1945 1945 works קטגוריה:יצירות משנת 1945 1946 1946 1946 קטגוריה:1946 1946 Davis Cup גביע דייוויס 1946 1946 French Championships אליפות צרפת הפתוחה 1946 1946 Palestine Cup הגביע הארץ-ישראלי 1946 1946 Wimbledon Championships אליפות וימבלדון 1946 1946 albums קטגוריה:אלבומי 1946 1946 books קטגוריה:ספרי 1946 1946 by country קטגוריה:1946 לפי מדינות 1946 films קטגוריה:סרטי 1946 1946 in Mandatory Palestine 1946 בארץ ישראל 1946 in Mandatory Palestine קטגוריה:1946 בארץ ישראל 1946 in film 1946 בקולנוע 1946 in music קטגוריה:1946 במוזיקה 1946 in science 1946 במדע 1946 in sports 1946 בספורט 1946 in sports קטגוריה:1946 בספורט 1946 in the Soviet Union 1946 בברית המועצות 1946 in the Soviet Union קטגוריה:1946 בברית המועצות 1946 in the United States 1946 בארצות הברית 1946 in the United States קטגוריה:1946 בארצות הברית 1946 works קטגוריה:יצירות משנת 1946 1946–47 BAA season עונת 1946/1947 ב-BAA 1947 1947 1947 קטגוריה:1947 1947 Aden riots פרעות עדן 1947 Davis Cup גביע דייוויס 1947 1947 European Aquatics Championships אליפות אירופה בשחייה 1947 1947 French Championships אליפות צרפת הפתוחה 1947 1947 Monetary reform in the Soviet Union הרפורמה המוניטרית בברית המועצות 1947 Palestine Cup הגביע הארץ-ישראלי 1947 1947 Paris Peace Treaties חוזה פריז 1947 Wimbledon Championships אליפות וימבלדון 1947 1947 books קטגוריה:ספרי 1947 1947 by country קטגוריה:1947 לפי מדינות 1947 films קטגוריה:סרטי 1947 1947 in Mandatory Palestine 1947 בארץ ישראל 1947 in film 1947 בקולנוע 1947 in music קטגוריה:1947 במוזיקה 1947 in science 1947 במדע 1947 in sports 1947 בספורט 1947 in sports קטגוריה:1947 בספורט 1947 in the Soviet Union 1947 בברית המועצות 1947 in the Soviet Union קטגוריה:1947 בברית המועצות 1947 in the United States 1947 בארצות הברית 1947 in the United States קטגוריה:1947 בארצות הברית 1947 plays קטגוריה:מחזות 1947 1947 songs קטגוריה:שירי 1947 1947 works קטגוריה:יצירות משנת 1947 1947–48 BAA season עונת 1947/1948 ב-BAA 1948 1948 1948 קטגוריה:1948 1948 Anti-Jewish Riots in Oujda and Jerada פרעות אוג'דה וג'ראדה 1948 Arab–Israeli War מלחמת העצמאות 1948 Arab–Israeli War קטגוריה:מלחמת העצמאות 1948 Ashgabat earthquake רעידת האדמה באשגאבט 1948 Cairo bombings הפיגועים בקהיר 1948 Constitution of Romania חוקת רומניה 1948 1948 Davis Cup גביע דייוויס 1948 1948 French Championships אליפות צרפת הפתוחה 1948 1948 No. 5 1948 ציור מספר 5 1948 Palestinian exodus הנכבה 1948 Summer Olympics אולימפיאדת לונדון 1948 Summer Olympics קטגוריה:אולימפיאדת לונדון 1948 United States presidential election הבחירות לנשיאות ארצות הברית 1948 1948 Wimbledon Championships אליפות וימבלדון 1948 1948 Winter Olympics אולימפיאדת סנט מוריץ 1948 books קטגוריה:ספרי 1948 1948 by country קטגוריה:1948 לפי מדינות 1948 films קטגוריה:סרטי 1948 1948 in Egypt קטגוריה:1948 במצרים 1948 in Israel 1948 בישראל 1948 in Israel קטגוריה:1948 בישראל 1948 in Mandatory Palestine 1948 בארץ ישראל 1948 in Syria קטגוריה:1948 בסוריה 1948 in film 1948 בקולנוע 1948 in science 1948 במדע 1948 in sports 1948 בספורט 1948 in sports קטגוריה:1948 בספורט 1948 in the Soviet Union 1948 בברית המועצות 1948 in the Soviet Union קטגוריה:1948 בברית המועצות 1948 in the United States 1948 בארצות הברית 1948 in the United States קטגוריה:1948 בארצות הברית 1948 songs קטגוריה:שירי 1948 1948 works קטגוריה:יצירות משנת 1948 1948–49 BAA season עונת 1948/1949 ב-BAA 1949 1949 1949 קטגוריה:1949 1949 Armistice Agreements הסכמי שביתת הנשק בתום מלחמת העצמאות 1949 Davis Cup גביע דייוויס 1949 1949 French Championships אליפות צרפת הפתוחה 1949 1949 Israeli legislative election הבחירות לאספה המכוננת 1949 Israeli presidential election בחירות 1949 לנשיאות ישראל 1949 Lausanne Conference ועידת לוזאן 1949 Wimbledon Championships אליפות וימבלדון 1949 1949 books קטגוריה:ספרי 1949 1949 by country קטגוריה:1949 לפי מדינות 1949 films קטגוריה:סרטי 1949 1949 in Egypt קטגוריה:1949 במצרים 1949 in Israel 1949 בישראל 1949 in Israel קטגוריה:1949 בישראל 1949 in Norway קטגוריה:1949 בנורווגיה 1949 in Syria קטגוריה:1949 בסוריה 1949 in film 1949 בקולנוע 1949 in music קטגוריה:1949 במוזיקה 1949 in science 1949 במדע 1949 in sports 1949 בספורט 1949 in sports קטגוריה:1949 בספורט 1949 in the Soviet Union 1949 בברית המועצות 1949 in the Soviet Union קטגוריה:1949 בברית המועצות 1949 in the United States 1949 בארצות הברית 1949 in the United States קטגוריה:1949 בארצות הברית 1949 plays קטגוריה:מחזות 1949 1949 songs קטגוריה:שירי 1949 1949 works קטגוריה:יצירות משנת 1949 1949–50 Israeli League עונת 1949/1950 בליגה הישראלית 1949–50 Liga Meuhedet עונת 1949/1950 בליגה המיוחדת 1949–50 NBA season עונת 1949/1950 ב-NBA 1949–51 Israel State Cup גביע המדינה 1949/1951 195 195 1950 1950 1950 קטגוריה:1950 1950 Davis Cup גביע דייוויס 1950 1950 European Aquatics Championships אליפות אירופה בשחייה 1950 1950 FIBA World Championship אליפות העולם בכדורסל 1950 1950 FIFA World Cup מונדיאל 1950 1950 FIFA World Cup קטגוריה:מונדיאל 1950 1950 FIFA World Cup qualification מוקדמות מונדיאל 1950 1950 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1950 1950 French Championships אליפות צרפת הפתוחה 1950 1950 Maccabiah Games המכביה השלישית 1950 Sverdlovsk air disaster אסון סברדלובסק 1950 Wimbledon Championships אליפות וימבלדון 1950 1950 albums קטגוריה:אלבומי 1950 1950 books קטגוריה:ספרי 1950 1950 by country קטגוריה:1950 לפי מדינות 1950 films קטגוריה:סרטי 1950 1950 in Israel 1950 בישראל 1950 in Israel קטגוריה:1950 בישראל 1950 in film 1950 בקולנוע 1950 in music קטגוריה:1950 במוזיקה 1950 in science 1950 במדע 1950 in sports 1950 בספורט 1950 in sports קטגוריה:1950 בספורט 1950 in the Soviet Union 1950 בברית המועצות 1950 in the Soviet Union קטגוריה:1950 בברית המועצות 1950 in the United States 1950 בארצות הברית 1950 in the United States קטגוריה:1950 בארצות הברית 1950 plays קטגוריה:מחזות 1950 1950 songs קטגוריה:שירי 1950 1950 works קטגוריה:יצירות משנת 1950 1950s קטגוריה:שנות ה-1950 1950s שנות ה-50 של המאה ה-20 1950s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-1950 1950s books קטגוריה:ספרי שנות ה-1950 1950s in Israel קטגוריה:שנות ה-1950 בישראל 1950s in music קטגוריה:שנות ה-1950 במוזיקה 1950s in the Soviet Union קטגוריה:שנות ה-1950 בברית המועצות 1950s in the United States קטגוריה:שנות ה-1950 בארצות הברית 1950s paintings קטגוריה:ציורים משנות ה-1950 1950s plays קטגוריה:מחזות משנות ה-1950 1950s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-1950 1950s works קטגוריה:יצירות שנות ה-1950 1950–51 NBA season עונת 1950/1951 ב-NBA 1951 1951 1951 קטגוריה:1951 1951 Davis Cup גביע דייוויס 1951 1951 French Championships אליפות צרפת הפתוחה 1951 1951 Israeli legislative election הבחירות לכנסת השנייה 1951 Israeli presidential election בחירות 1951 לנשיאות ישראל 1951 Wimbledon Championships אליפות וימבלדון 1951 1951 books קטגוריה:ספרי 1951 1951 by country קטגוריה:1951 לפי מדינות 1951 films קטגוריה:סרטי 1951 1951 in Israel 1951 בישראל 1951 in Israel קטגוריה:1951 בישראל 1951 in Syria קטגוריה:1951 בסוריה 1951 in film 1951 בקולנוע 1951 in music קטגוריה:1951 במוזיקה 1951 in science 1951 במדע 1951 in sports 1951 בספורט 1951 in sports קטגוריה:1951 בספורט 1951 in the Soviet Union 1951 בברית המועצות 1951 in the Soviet Union קטגוריה:1951 בברית המועצות 1951 in the United States 1951 בארצות הברית 1951 in the United States קטגוריה:1951 בארצות הברית 1951 songs קטגוריה:שירי 1951 1951 works קטגוריה:יצירות משנת 1951 1951–52 Israel State Cup גביע המדינה 1951/1952 1951–52 Liga Alef עונת 1951/1952 בליגה א' 1951–52 Liga Bet עונת 1951/1952 בליגה ב' 1951–52 NBA season עונת 1951/1952 ב-NBA 1952 1952 1952 קטגוריה:1952 1952 Constitution of Romania חוקת רומניה 1952 1952 Davis Cup גביע דייוויס 1952 1952 French Championships אליפות צרפת הפתוחה 1952 1952 Israeli presidential election בחירות 1952 לנשיאות ישראל 1952 Summer Olympics אולימפיאדת הלסינקי 1952 Summer Olympics קטגוריה:אולימפיאדת הלסינקי 1952 United States presidential election הבחירות לנשיאות ארצות הברית 1952 1952 Wimbledon Championships אליפות וימבלדון 1952 1952 Winter Olympics אולימפיאדת אוסלו 1952 Winter Olympics logo.jpg קובץ:1952 wolympics logo.png 1952 books קטגוריה:ספרי 1952 1952 by country קטגוריה:1952 לפי מדינות 1952 films קטגוריה:סרטי 1952 1952 in Israel 1952 בישראל 1952 in Israel קטגוריה:1952 בישראל 1952 in film 1952 בקולנוע 1952 in science 1952 במדע 1952 in sports 1952 בספורט 1952 in sports קטגוריה:1952 בספורט 1952 in the Soviet Union 1952 בברית המועצות 1952 in the Soviet Union קטגוריה:1952 בברית המועצות 1952 in the United States 1952 בארצות הברית 1952 in the United States קטגוריה:1952 בארצות הברית 1952 plays קטגוריה:מחזות 1952 1952 works קטגוריה:יצירות משנת 1952 1952–53 NBA season עונת 1952/1953 ב-NBA 1953 1953 1953 קטגוריה:1953 1953 Davis Cup גביע דייוויס 1953 1953 French Championships אליפות צרפת הפתוחה 1953 1953 Iranian coup d'état ההפיכה באיראן 1953 Maccabiah Games המכביה הרביעית 1953 Wimbledon Championships אליפות וימבלדון 1953 1953 books קטגוריה:ספרי 1953 1953 by country קטגוריה:1953 לפי מדינות 1953 films קטגוריה:סרטי 1953 1953 in Israel 1953 בישראל 1953 in Israel קטגוריה:1953 בישראל 1953 in Israeli sport קטגוריה:1953 בישראל: ספורט 1953 in film 1953 בקולנוע 1953 in music קטגוריה:1953 במוזיקה 1953 in science 1953 במדע 1953 in sports 1953 בספורט 1953 in sports קטגוריה:1953 בספורט 1953 in the Soviet Union 1953 בברית המועצות 1953 in the Soviet Union קטגוריה:1953 בברית המועצות 1953 in the United States 1953 בארצות הברית 1953 in the United States קטגוריה:1953 בארצות הברית 1953 plays קטגוריה:מחזות 1953 1953 songs קטגוריה:שירי 1953 1953 works קטגוריה:יצירות משנת 1953 1953–54 Israel State Cup גביע המדינה 1953/1954 1953–54 Liga Alef עונת 1953/1954 בליגה א' 1953–54 Liga Bet עונת 1953/1954 בליגה ב' 1953–54 NBA season עונת 1953/1954 ב-NBA 1954 1954 1954 קטגוריה:1954 1954 Davis Cup גביע דייוויס 1954 1954 European Aquatics Championships אליפות אירופה בשחייה 1954 1954 FIBA World Championship אליפות העולם בכדורסל 1954 1954 FIFA World Cup מונדיאל 1954 1954 FIFA World Cup קטגוריה:מונדיאל 1954 1954 FIFA World Cup Final גמר מונדיאל 1954 1954 FIFA World Cup qualification מוקדמות מונדיאל 1954 1954 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1954 1954 French Championships אליפות צרפת הפתוחה 1954 1954 Wimbledon Championships אליפות וימבלדון 1954 1954 albums קטגוריה:אלבומי 1954 1954 books קטגוריה:ספרי 1954 1954 by country קטגוריה:1954 לפי מדינות 1954 films קטגוריה:סרטי 1954 1954 in Egypt קטגוריה:1954 במצרים 1954 in Israel 1954 בישראל 1954 in Israel קטגוריה:1954 בישראל 1954 in Israeli sport קטגוריה:1954 בישראל: ספורט 1954 in film 1954 בקולנוע 1954 in music קטגוריה:1954 במוזיקה 1954 in science 1954 במדע 1954 in sports 1954 בספורט 1954 in sports קטגוריה:1954 בספורט 1954 in the Soviet Union 1954 בברית המועצות 1954 in the Soviet Union קטגוריה:1954 בברית המועצות 1954 in the United States 1954 בארצות הברית 1954 in the United States קטגוריה:1954 בארצות הברית 1954 plays קטגוריה:מחזות 1954 1954 songs קטגוריה:שירי 1954 1954 works קטגוריה:יצירות משנת 1954 1954–55 Israel State Cup גביע המדינה 1954/1955 1954–55 Israeli Basketball League עונת 1954/1955 בליגה הלאומית בכדורסל 1954–55 Liga Alef עונת 1954/1955 בליגה א' 1954–55 Liga Bet עונת 1954/1955 בליגה ב' 1954–55 NBA season עונת 1954/1955 ב-NBA 1955 1955 1955 קטגוריה:1955 1955 Davis Cup גביע דייוויס 1955 1955 French Championships אליפות צרפת הפתוחה 1955 1955 Israeli legislative election הבחירות לכנסת השלישית 1955 Wimbledon Championships אליפות וימבלדון 1955 1955 albums קטגוריה:אלבומי 1955 1955 books קטגוריה:ספרי 1955 1955 by country קטגוריה:1955 לפי מדינות 1955 films קטגוריה:סרטי 1955 1955 in Israel 1955 בישראל 1955 in Israel קטגוריה:1955 בישראל 1955 in Israeli sport קטגוריה:1955 בישראל: ספורט 1955 in film 1955 בקולנוע 1955 in music קטגוריה:1955 במוזיקה 1955 in science 1955 במדע 1955 in sports 1955 בספורט 1955 in sports קטגוריה:1955 בספורט 1955 in the Soviet Union 1955 בברית המועצות 1955 in the Soviet Union קטגוריה:1955 בברית המועצות 1955 in the United States 1955 בארצות הברית 1955 in the United States קטגוריה:1955 בארצות הברית 1955 plays קטגוריה:מחזות 1955 1955 works קטגוריה:יצירות משנת 1955 1955–56 Liga Leumit עונת 1955/1956 בליגה הלאומית 1955–56 NBA season עונת 1955/1956 ב-NBA 1956 1956 1956 קטגוריה:1956 1956 AFC Asian Cup גביע אסיה בכדורגל 1956 1956 Davis Cup גביע דייוויס 1956 1956 European Cup Final גמר גביע אירופה לאלופות 1956 1956 French Championships אליפות צרפת הפתוחה 1956 1956 Georgian demonstrations טבח טביליסי 1956 Summer Olympics אולימפיאדת מלבורן 1956 Summer Olympics קטגוריה:אולימפיאדת מלבורן 1956 United States presidential election הבחירות לנשיאות ארצות הברית 1956 1956 Wimbledon Championships אליפות וימבלדון 1956 1956 Winter Olympics אולימפיאדת קורטינה ד'אמפצו 1956 Winter Olympics logo.png קובץ:1956 Winter Olympics logo.png 1956 albums קטגוריה:אלבומי 1956 1956 books קטגוריה:ספרי 1956 1956 by country קטגוריה:1956 לפי מדינות 1956 films קטגוריה:סרטי 1956 1956 in Egypt קטגוריה:1956 במצרים 1956 in Israel 1956 בישראל 1956 in Israel קטגוריה:1956 בישראל 1956 in Israeli sport קטגוריה:1956 בישראל: ספורט 1956 in film 1956 בקולנוע 1956 in music קטגוריה:1956 במוזיקה 1956 in science 1956 במדע 1956 in sports 1956 בספורט 1956 in sports קטגוריה:1956 בספורט 1956 in the Soviet Union 1956 בברית המועצות 1956 in the Soviet Union קטגוריה:1956 בברית המועצות 1956 in the United States 1956 בארצות הברית 1956 in the United States קטגוריה:1956 בארצות הברית 1956 plays קטגוריה:מחזות 1956 1956 songs קטגוריה:שירי 1956 1956 works קטגוריה:יצירות משנת 1956 1956–57 Israel State Cup גביע המדינה 1956/1957 1956–57 Liga Alef עונת 1956/1957 בליגה א' 1956–57 Liga Leumit עונת 1956/1957 בליגה הלאומית 1956–57 NBA season עונת 1956/1957 ב-NBA 1957 1957 1957 קטגוריה:1957 1957 African Cup of Nations גביע אפריקה לאומות 1957 1957 Davis Cup גביע דייוויס 1957 1957 European Cup Final גמר גביע אירופה לאלופות 1957 1957 French Championships אליפות צרפת הפתוחה 1957 1957 Israeli presidential election בחירות 1957 לנשיאות ישראל 1957 Maccabiah Games המכביה החמישית 1957 Wimbledon Championships אליפות וימבלדון 1957 1957 albums קטגוריה:אלבומי 1957 1957 books קטגוריה:ספרי 1957 1957 by country קטגוריה:1957 לפי מדינות 1957 films קטגוריה:סרטי 1957 1957 in Israel 1957 בישראל 1957 in Israel קטגוריה:1957 בישראל 1957 in Israeli sport קטגוריה:1957 בישראל: ספורט 1957 in film 1957 בקולנוע 1957 in music 1957 במוזיקה 1957 in music קטגוריה:1957 במוזיקה 1957 in science 1957 במדע 1957 in spaceflight 1957 באסטרונאוטיקה 1957 in sports 1957 בספורט 1957 in sports קטגוריה:1957 בספורט 1957 in the Soviet Union 1957 בברית המועצות 1957 in the Soviet Union קטגוריה:1957 בברית המועצות 1957 in the United States 1957 בארצות הברית 1957 in the United States קטגוריה:1957 בארצות הברית 1957 songs קטגוריה:שירי 1957 1957 works קטגוריה:יצירות משנת 1957 1957–58 Israel State Cup גביע המדינה 1957/1958 1957–58 Liga Alef עונת 1957/1958 בליגה א' 1957–58 Liga Leumit עונת 1957/1958 בליגה הלאומית 1957–58 NBA season עונת 1957/1958 ב-NBA 1958 1958 1958 קטגוריה:1958 1958 Davis Cup גביע דייוויס 1958 1958 European Aquatics Championships אליפות אירופה בשחייה 1958 1958 European Cup Final גמר גביע אירופה לאלופות 1958 1958 FIFA World Cup מונדיאל 1958 1958 FIFA World Cup קטגוריה:מונדיאל 1958 1958 FIFA World Cup Final גמר מונדיאל 1958 1958 FIFA World Cup qualification מוקדמות מונדיאל 1958 1958 FIFA World Cup qualification מוקדמות מונדיאל 1958 - אירופה 1958 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1958 1958 French Championships אליפות צרפת הפתוחה 1958 1958 Wimbledon Championships אליפות וימבלדון 1958 1958 albums קטגוריה:אלבומי 1958 1958 books קטגוריה:ספרי 1958 1958 by country קטגוריה:1958 לפי מדינות 1958 films קטגוריה:סרטי 1958 1958 in Israel 1958 בישראל 1958 in Israel קטגוריה:1958 בישראל 1958 in Israeli sport קטגוריה:1958 בישראל: ספורט 1958 in film 1958 בקולנוע 1958 in music קטגוריה:1958 במוזיקה 1958 in science 1958 במדע 1958 in spaceflight 1958 באסטרונאוטיקה 1958 in sports 1958 בספורט 1958 in sports קטגוריה:1958 בספורט 1958 in the Soviet Union 1958 בברית המועצות 1958 in the Soviet Union קטגוריה:1958 בברית המועצות 1958 in the United States 1958 בארצות הברית 1958 in the United States קטגוריה:1958 בארצות הברית 1958 plays קטגוריה:מחזות 1958 1958 songs קטגוריה:שירי 1958 1958 works קטגוריה:יצירות משנת 1958 1958–59 Israel State Cup גביע המדינה 1958/1959 1958–59 Liga Alef עונת 1958/1959 בליגה א' 1958–59 Liga Leumit עונת 1958/1959 בליגה הלאומית 1958–59 NBA season עונת 1958/1959 ב-NBA 1959 1959 1959 קטגוריה:1959 1959 African Cup of Nations גביע אפריקה לאומות 1959 1959 Davis Cup גביע דייוויס 1959 1959 European Cup Final גמר גביע אירופה לאלופות 1959 1959 FIBA World Championship אליפות העולם בכדורסל 1959 1959 French Championships אליפות צרפת הפתוחה 1959 1959 Israeli legislative election הבחירות לכנסת הרביעית 1959 South American Championship קופה אמריקה 1959 1959 Summer Universiade אוניברסיאדת טורינו 1959 Wimbledon Championships אליפות וימבלדון 1959 1959 albums קטגוריה:אלבומי 1959 1959 books קטגוריה:ספרי 1959 1959 by country קטגוריה:1959 לפי מדינות 1959 films קטגוריה:סרטי 1959 1959 in Israel 1959 בישראל 1959 in Israel קטגוריה:1959 בישראל 1959 in Israeli sport קטגוריה:1959 בישראל: ספורט 1959 in film 1959 בקולנוע 1959 in music קטגוריה:1959 במוזיקה 1959 in science 1959 במדע 1959 in spaceflight 1959 באסטרונאוטיקה 1959 in sports 1959 בספורט 1959 in sports קטגוריה:1959 בספורט 1959 in the Soviet Union 1959 בברית המועצות 1959 in the Soviet Union קטגוריה:1959 בברית המועצות 1959 in the United States 1959 בארצות הברית 1959 in the United States קטגוריה:1959 בארצות הברית 1959 plays קטגוריה:מחזות 1959 1959 songs קטגוריה:שירי 1959 1959 works קטגוריה:יצירות משנת 1959 1959–60 Liga Alef עונת 1959/1960 בליגה א' 1959–60 NBA season עונת 1959/1960 ב-NBA 196 196 1960 1960 1960 קטגוריה:1960 1960 AFC Asian Cup גביע אסיה בכדורגל 1960 1960 Agadir earthquake רעידת האדמה באגאדיר 1960 Davis Cup גביע דייוויס 1960 1960 European Cup Final גמר גביע אירופה לאלופות 1960 1960 European Nations' Cup יורו 1960 1960 European Nations' Cup qualifying מוקדמות יורו 1960 1960 European Nations' Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1960 1960 French Championships אליפות צרפת הפתוחה 1960 1960 Summer Olympics אולימפיאדת רומא 1960 Summer Olympics קטגוריה:אולימפיאדת רומא 1960 Summer Paralympics אולימפיאדת הנכים רומא 1960 U-2 incident משבר מטוס הריגול U-2 1960 United States presidential election הבחירות לנשיאות ארצות הברית 1960 1960 Valdivia earthquake רעידת האדמה בוואלדיביה 1960 Wimbledon Championships אליפות וימבלדון 1960 1960 Winter Olympics אולימפיאדת סקוו ואלי 1960 albums קטגוריה:אלבומי 1960 1960 books קטגוריה:ספרי 1960 1960 by country קטגוריה:1960 לפי מדינות 1960 films קטגוריה:סרטי 1960 1960 in Israel 1960 בישראל 1960 in Israel קטגוריה:1960 בישראל 1960 in film 1960 בקולנוע 1960 in music קטגוריה:1960 במוזיקה 1960 in science 1960 במדע 1960 in sports 1960 בספורט 1960 in sports קטגוריה:1960 בספורט 1960 in the Soviet Union קטגוריה:1960 בברית המועצות 1960 in the United States 1960 בארצות הברית 1960 in the United States קטגוריה:1960 בארצות הברית 1960 plays קטגוריה:מחזות 1960 1960 songs קטגוריה:שירי 1960 1960 works קטגוריה:יצירות משנת 1960 1960s קטגוריה:שנות ה-1960 1960s שנות ה-60 של המאה ה-20 1960s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-1960 1960s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-1960 1960s anime television series קטגוריה:סדרות אנימה משנות ה-1960 1960s books קטגוריה:ספרי שנות ה-1960 1960s in Israel קטגוריה:שנות ה-1960 בישראל 1960s in music קטגוריה:שנות ה-1960 במוזיקה 1960s in the Soviet Union קטגוריה:שנות ה-1960 בברית המועצות 1960s in the United States קטגוריה:שנות ה-1960 בארצות הברית 1960s paintings קטגוריה:ציורים משנות ה-1960 1960s plays קטגוריה:מחזות משנות ה-1960 1960s software קטגוריה:תוכנות שנות ה-1960 1960s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-1960 1960s works קטגוריה:יצירות שנות ה-1960 1960–61 Israel State Cup גביע המדינה 1960/1961 1960–61 Liga Alef עונת 1960/1961 בליגה א' 1960–61 Liga Leumit עונת 1960/1961 בליגה הלאומית 1960–61 NBA season עונת 1960/1961 ב-NBA 1961 1961 1961 קטגוריה:1961 1961 Davis Cup גביע דייוויס 1961 1961 European Cup Final גמר גביע אירופה לאלופות 1961 1961 French Championships אליפות צרפת הפתוחה 1961 1961 Goldsboro B-52 crash התרסקות מטוס B-52 בגולדסבורו 1961 Israeli legislative election הבחירות לכנסת החמישית 1961 Monetary reform in the Soviet Union הרפורמה המוניטרית בברית המועצות 1961 NBA Expansion Draft דראפט ההרחבה של שנת 1961 ב-NBA 1961 Summer Universiade אוניברסיאדת סופיה 1961 Vitry-Le-François train bombing פיגוע הרכבת בוויטרי-לה-פרנסואה 1961 Wimbledon Championships אליפות וימבלדון 1961 1961 albums קטגוריה:אלבומי 1961 1961 books קטגוריה:ספרי 1961 1961 by country קטגוריה:1961 לפי מדינות 1961 films קטגוריה:סרטי 1961 1961 in Israel 1961 בישראל 1961 in Israel קטגוריה:1961 בישראל 1961 in film 1961 בקולנוע 1961 in music קטגוריה:1961 במוזיקה 1961 in science 1961 במדע 1961 in sports 1961 בספורט 1961 in sports קטגוריה:1961 בספורט 1961 in the Soviet Union קטגוריה:1961 בברית המועצות 1961 in the United States 1961 בארצות הברית 1961 in the United States קטגוריה:1961 בארצות הברית 1961 plays קטגוריה:מחזות 1961 1961 songs קטגוריה:שירי 1961 1961 works קטגוריה:יצירות משנת 1961 1961–62 Israel State Cup גביע המדינה 1961/1962 1961–62 Liga Alef עונת 1961/1962 בליגה א' 1961–62 Liga Leumit עונת 1961/1962 בליגה הלאומית 1961–62 NBA season עונת 1961/1962 ב-NBA 1962 1962 1962 קטגוריה:1962 1962 African Cup of Nations גביע אפריקה לאומות 1962 1962 Davis Cup גביע דייוויס 1962 1962 European Cup Final גמר גביע אירופה לאלופות 1962 1962 FIFA World Cup מונדיאל 1962 1962 FIFA World Cup קטגוריה:מונדיאל 1962 1962 FIFA World Cup Final גמר מונדיאל 1962 1962 FIFA World Cup qualification מוקדמות מונדיאל 1962 1962 FIFA World Cup qualification מוקדמות מונדיאל 1962 - אירופה 1962 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1962 1962 French Championships אליפות צרפת הפתוחה 1962 1962 Israeli presidential election בחירות 1962 לנשיאות ישראל 1962 Wimbledon Championships אליפות וימבלדון 1962 1962 albums קטגוריה:אלבומי 1962 1962 books קטגוריה:ספרי 1962 1962 by country קטגוריה:1962 לפי מדינות 1962 films קטגוריה:סרטי 1962 1962 in Israel 1962 בישראל 1962 in Israel קטגוריה:1962 בישראל 1962 in Syria קטגוריה:1962 בסוריה 1962 in film 1962 בקולנוע 1962 in music קטגוריה:1962 במוזיקה 1962 in science 1962 במדע 1962 in sports 1962 בספורט 1962 in sports קטגוריה:1962 בספורט 1962 in the Soviet Union 1962 בברית המועצות 1962 in the Soviet Union קטגוריה:1962 בברית המועצות 1962 in the United States 1962 בארצות הברית 1962 in the United States קטגוריה:1962 בארצות הברית 1962 plays קטגוריה:מחזות 1962 1962 songs קטגוריה:שירי 1962 1962 works קטגוריה:יצירות משנת 1962 1962–1966 The Beatles 1962-1966 1962–63 Israel State Cup גביע המדינה 1962/1963 1962–63 Liga Alef עונת 1962/1963 בליגה א' 1962–63 Liga Leumit עונת 1962/1963 בליגה הלאומית 1962–63 NBA season עונת 1962/1963 ב-NBA 1963 1963 1963 קטגוריה:1963 1963 Aeroflot Tupolev Tu-124 Neva river ditching נחיתת חירום של מטוס אירופלוט בנהר נייבה 1963 African Cup of Nations גביע אפריקה לאומות 1963 1963 Davis Cup גביע דייוויס 1963 1963 European Cup Final גמר גביע אירופה לאלופות 1963 1963 FIBA World Championship אליפות העולם בכדורסל 1963 1963 French Championships אליפות צרפת הפתוחה 1963 1963 Israeli presidential election בחירות 1963 לנשיאות ישראל 1963 Skopje earthquake רעידת האדמה בסקופיה 1963 South American Championship קופה אמריקה 1963 1963 Summer Universiade אוניברסיאדת פורטו אלגרה 1963 Wimbledon Championships אליפות וימבלדון 1963 1963 albums קטגוריה:אלבומי 1963 1963 books קטגוריה:ספרי 1963 1963 by country קטגוריה:1963 לפי מדינות 1963 films קטגוריה:סרטי 1963 1963 in Israel 1963 בישראל 1963 in Israel קטגוריה:1963 בישראל 1963 in film 1963 בקולנוע 1963 in music קטגוריה:1963 במוזיקה 1963 in science 1963 במדע 1963 in sports 1963 בספורט 1963 in sports קטגוריה:1963 בספורט 1963 in the Soviet Union קטגוריה:1963 בברית המועצות 1963 in the United States 1963 בארצות הברית 1963 in the United States קטגוריה:1963 בארצות הברית 1963 plays קטגוריה:מחזות 1963 1963 songs קטגוריה:שירי 1963 1963 works קטגוריה:יצירות משנת 1963 1963–64 Israel State Cup גביע המדינה 1963/1964 1963–64 Liga Alef עונת 1963/1964 בליגה א' 1963–64 Liga Leumit עונת 1963/1964 בליגה הלאומית 1963–64 NBA season עונת 1963/1964 ב-NBA 1964 1964 1964 קטגוריה:1964 1964 AFC Asian Cup גביע אסיה בכדורגל 1964 1964 Alaska earthquake רעידת האדמה של יום שישי הטוב 1964 Brazilian coup d'état הפיכת 1964 1964 Davis Cup גביע דייוויס 1964 1964 European Cup Final גמר גביע אירופה לאלופות 1964 1964 European Nations' Cup יורו 1964 1964 European Nations' Cup qualifying מוקדמות יורו 1964 1964 French Championships אליפות צרפת הפתוחה 1964 1964 Summer Olympics אולימפיאדת טוקיו 1964 Summer Olympics קטגוריה:אולימפיאדת טוקיו 1964 Summer Paralympics אולימפיאדת הנכים טוקיו 1964 United States presidential election הבחירות לנשיאות ארצות הברית 1964 1964 Wimbledon Championships אליפות וימבלדון 1964 1964 Winter Olympics אולימפיאדת אינסברוק 1964 albums קטגוריה:אלבומי 1964 1964 books קטגוריה:ספרי 1964 1964 by country קטגוריה:1964 לפי מדינות 1964 films קטגוריה:סרטי 1964 1964 in Israel 1964 בישראל 1964 in Israel קטגוריה:1964 בישראל 1964 in film 1964 בקולנוע 1964 in music קטגוריה:1964 במוזיקה 1964 in science 1964 במדע 1964 in sports 1964 בספורט 1964 in sports קטגוריה:1964 בספורט 1964 in the Soviet Union קטגוריה:1964 בברית המועצות 1964 in the United States 1964 בארצות הברית 1964 in the United States קטגוריה:1964 בארצות הברית 1964 songs קטגוריה:שירי 1964 1964 works קטגוריה:יצירות משנת 1964 1964–65 Israel State Cup גביע המדינה 1964/1965 1964–65 Liga Alef עונת 1964/1965 בליגה א' 1964–65 Liga Leumit עונת 1964/1965 בליגה הלאומית 1964–65 NBA season עונת 1964/1965 ב-NBA 1965 1965 1965 קטגוריה:1965 1965 African Cup of Nations גביע אפריקה לאומות 1965 1965 Constitution of Romania חוקת רומניה 1965 1965 Davis Cup גביע דייוויס 1965 1965 European Cup Final גמר גביע אירופה לאלופות 1965 1965 French Championships אליפות צרפת הפתוחה 1965 1965 Israeli legislative election הבחירות לכנסת השישית 1965 Soviet economic reform הרפורמה הכלכלית בברית המועצות 1965 Summer Universiade אוניברסיאדת בודפשט 1965 Wimbledon Championships אליפות וימבלדון 1965 1965 Yerevan demonstrations הפגנות ירוואן 1965 albums קטגוריה:אלבומי 1965 1965 books קטגוריה:ספרי 1965 1965 by country קטגוריה:1965 לפי מדינות 1965 films קטגוריה:סרטי 1965 1965 in Israel 1965 בישראל 1965 in Israel קטגוריה:1965 בישראל 1965 in film 1965 בקולנוע 1965 in music קטגוריה:1965 במוזיקה 1965 in science 1965 במדע 1965 in sports 1965 בספורט 1965 in sports קטגוריה:1965 בספורט 1965 in the Soviet Union קטגוריה:1965 בברית המועצות 1965 in the United States 1965 בארצות הברית 1965 in the United States קטגוריה:1965 בארצות הברית 1965 plays קטגוריה:מחזות 1965 1965 songs קטגוריה:שירי 1965 1965 works קטגוריה:יצירות משנת 1965 1965–66 Israel State Cup גביע המדינה 1965/1966 1965–66 Liga Alef עונת 1965/1966 בליגה א' 1965–66 Liga Leumit עונת 1965/1966 בליגה הלאומית 1965–66 NBA season עונת 1965/1966 ב-NBA 1966 1966 1966 קטגוריה:1966 1966 Davis Cup גביע דייוויס 1966 1966 European Cup Final גמר גביע אירופה לאלופות 1966 1966 FIFA World Cup מונדיאל 1966 1966 FIFA World Cup קטגוריה:מונדיאל 1966 1966 FIFA World Cup Final גמר מונדיאל 1966 1966 FIFA World Cup qualification מוקדמות מונדיאל 1966 1966 FIFA World Cup qualification מוקדמות מונדיאל 1966 - אירופה 1966 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1966 1966 French Championships אליפות צרפת הפתוחה 1966 1966 NBA Expansion Draft דראפט ההרחבה של שנת 1966 ב-NBA 1966 Palomares B-52 crash התקרית הגרעינית בפאלומארס 1966 Tashkent earthquake רעידת האדמה בטשקנט 1966 Wimbledon Championships אליפות וימבלדון 1966 1966 albums קטגוריה:אלבומי 1966 1966 books קטגוריה:ספרי 1966 1966 by country קטגוריה:1966 לפי מדינות 1966 films קטגוריה:סרטי 1966 1966 flood of the Arno עליית נהר הארנו על גדותיו 1966 in Israel 1966 בישראל 1966 in Israel קטגוריה:1966 בישראל 1966 in film 1966 בקולנוע 1966 in literature 1966 בספרות 1966 in music קטגוריה:1966 במוזיקה 1966 in science 1966 במדע 1966 in sports 1966 בספורט 1966 in sports קטגוריה:1966 בספורט 1966 in television 1966 בטלוויזיה 1966 in the Soviet Union קטגוריה:1966 בברית המועצות 1966 in the United States 1966 בארצות הברית 1966 in the United States קטגוריה:1966 בארצות הברית 1966 plays קטגוריה:מחזות 1966 1966 songs קטגוריה:שירי 1966 1966 works קטגוריה:יצירות משנת 1966 1966–67 Israel State Cup גביע המדינה 1966/1967 1966–67 NBA season עונת 1966/1967 ב-NBA 1966–68 Liga Alef עונת 1966/1968 בליגה א' 1966–68 Liga Leumit עונת 1966/1968 בליגה הלאומית 1967 1967 1967 קטגוריה:1967 1967 Davis Cup גביע דייוויס 1967 1967 European Cup Final גמר גביע אירופה לאלופות 1967 1967 FIBA World Championship אליפות העולם בכדורסל 1967 1967 French Championships אליפות צרפת הפתוחה 1967 1967 Gibraltar sovereignty referendum משאל העם בגיברלטר 1967 NBA Expansion Draft דראפט ההרחבה של שנת 1967 ב-NBA 1967 New Jersey Roselle Identical Twins 1967 ניו ג'רזי רוזל תאומות זהות 1967 South American Championship קופה אמריקה 1967 1967 Summer Universiade אוניברסיאדת טוקיו 1967 USS Forrestal fire התאונה בנושאת המטוסים פורסטל 1967 Wimbledon Championships אליפות וימבלדון 1967 1967 albums קטגוריה:אלבומי 1967 1967 books קטגוריה:ספרי 1967 1967 by country קטגוריה:1967 לפי מדינות 1967 films קטגוריה:סרטי 1967 1967 in Israel 1967 בישראל 1967 in Israel קטגוריה:1967 בישראל 1967 in Syria קטגוריה:1967 בסוריה 1967 in film 1967 בקולנוע 1967 in music 1967 במוזיקה 1967 in music קטגוריה:1967 במוזיקה 1967 in science 1967 במדע 1967 in sports 1967 בספורט 1967 in sports קטגוריה:1967 בספורט 1967 in the Soviet Union קטגוריה:1967 בברית המועצות 1967 in the United States 1967 בארצות הברית 1967 in the United States קטגוריה:1967 בארצות הברית 1967 songs קטגוריה:שירי 1967 1967 works קטגוריה:יצירות משנת 1967 1967–1970 The Beatles 1967-1970 1967–68 Israel State Cup גביע המדינה 1967/1968 1967–68 NBA season עונת 1967/1968 ב-NBA 1968 1968 1968 קטגוריה:1968 1968 AFC Asian Cup גביע אסיה בכדורגל 1968 1968 African Cup of Nations גביע אפריקה לאומות 1968 1968 Davis Cup גביע דייוויס 1968 1968 European Cup Final גמר גביע אירופה לאלופות 1968 1968 French Open אליפות צרפת הפתוחה 1968 1968 Israeli presidential election בחירות 1968 לנשיאות ישראל 1968 Israeli raid on Lebanon מבצע תשורה 1968 NBA Expansion Draft דראפט ההרחבה של שנת 1968 ב-NBA 1968 Olympics Black Power salute הצדעת הכוח השחור באולימפיאדת מקסיקו 1968 Summer Olympics אולימפיאדת מקסיקו סיטי 1968 Summer Olympics קטגוריה:אולימפיאדת מקסיקו סיטי 1968 Summer Olympics medal table מדליות באולימפיאדת מקסיקו סיטי 1968 Summer Paralympics אולימפיאדת הנכים תל אביב 1968 United States presidential election הבחירות לנשיאות ארצות הברית 1968 1968 Wimbledon Championships אליפות וימבלדון 1968 1968 Winter Olympics אולימפיאדת גרנובל 1968 albums קטגוריה:אלבומי 1968 1968 books קטגוריה:ספרי 1968 1968 by country קטגוריה:1968 לפי מדינות 1968 films קטגוריה:סרטי 1968 1968 in Israel 1968 בישראל 1968 in Israel קטגוריה:1968 בישראל 1968 in film 1968 בקולנוע 1968 in music קטגוריה:1968 במוזיקה 1968 in science 1968 במדע 1968 in sports 1968 בספורט 1968 in sports קטגוריה:1968 בספורט 1968 in the Soviet Union קטגוריה:1968 בברית המועצות 1968 in the United States 1968 בארצות הברית 1968 in the United States קטגוריה:1968 בארצות הברית 1968 plays קטגוריה:מחזות 1968 1968 songs קטגוריה:שירי 1968 1968 works קטגוריה:יצירות משנת 1968 1968–69 Israel State Cup גביע המדינה 1968/1969 1968–69 Liga Alef עונת 1968/1969 בליגה א' 1968–69 Liga Leumit עונת 1968/1969 בליגה הלאומית 1968–69 NBA season עונת 1968/1969 ב-NBA 1969 1969 1969 קטגוריה:1969 1969 Baghdad hangings התליות בבגדאד 1969 Davis Cup גביע דייוויס 1969 1969 European Cup Final גמר גביע אירופה לאלופות 1969 1969 French Open אליפות צרפת הפתוחה 1969 1969 Israeli legislative election הבחירות לכנסת השביעית 1969 Wimbledon Championships אליפות וימבלדון 1969 1969 albums קטגוריה:אלבומי 1969 1969 books קטגוריה:ספרי 1969 1969 by country קטגוריה:1969 לפי מדינות 1969 films קטגוריה:סרטי 1969 1969 in Israel 1969 בישראל 1969 in Israel קטגוריה:1969 בישראל 1969 in film 1969 בקולנוע 1969 in music קטגוריה:1969 במוזיקה 1969 in science 1969 במדע 1969 in sports 1969 בספורט 1969 in sports קטגוריה:1969 בספורט 1969 in the Soviet Union קטגוריה:1969 בברית המועצות 1969 in the United States 1969 בארצות הברית 1969 in the United States קטגוריה:1969 בארצות הברית 1969 plays קטגוריה:מחזות 1969 1969 software קטגוריה:תוכנות שהושקו ב-1969 1969 songs קטגוריה:שירי 1969 1969 works קטגוריה:יצירות משנת 1969 1969–70 Israel State Cup גביע המדינה 1969/1970 1969–70 Liga Alef עונת 1969/1970 בליגה א' 1969–70 Liga Leumit עונת 1969/1970 בליגה הלאומית 1969–70 NBA season עונת 1969/1970 ב-NBA 197 197 1970 1970 1970 קטגוריה:1970 1970 African Cup of Nations גביע אפריקה לאומות 1970 1970 Bhola cyclone ציקלון בולה 1970 Davis Cup גביע דייוויס 1970 1970 European Cup Final גמר גביע אירופה לאלופות 1970 1970 FIBA World Championship אליפות העולם בכדורסל 1970 1970 FIFA World Cup מונדיאל 1970 1970 FIFA World Cup קטגוריה:מונדיאל 1970 1970 FIFA World Cup Final גמר מונדיאל 1970 1970 FIFA World Cup qualification מוקדמות מונדיאל 1970 1970 FIFA World Cup qualification מוקדמות מונדיאל 1970 - אירופה 1970 FIFA World Cup qualification מוקדמות מונדיאל 1970 - אפריקה 1970 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1970 1970 French Open אליפות צרפת הפתוחה 1970 1970 NBA Expansion Draft דראפט ההרחבה של שנת 1970 ב-NBA 1970 Summer Universiade אוניברסיאדת טורינו 1970 Wimbledon Championships אליפות וימבלדון 1970 1970 albums קטגוריה:אלבומי 1970 1970 books קטגוריה:ספרי 1970 1970 by country קטגוריה:1970 לפי מדינות 1970 disasters קטגוריה:אסונות ב-1970 1970 films קטגוריה:סרטי 1970 1970 in Israel 1970 בישראל 1970 in Israel קטגוריה:1970 בישראל 1970 in film 1970 בקולנוע 1970 in music קטגוריה:1970 במוזיקה 1970 in science 1970 במדע 1970 in sports 1970 בספורט 1970 in sports קטגוריה:1970 בספורט 1970 in the Soviet Union קטגוריה:1970 בברית המועצות 1970 in the United States 1970 בארצות הברית 1970 in the United States קטגוריה:1970 בארצות הברית 1970 plays קטגוריה:מחזות 1970 1970 songs קטגוריה:שירי 1970 1970 works קטגוריה:יצירות משנת 1970 1970s קטגוריה:שנות ה-1970 1970s שנות ה-70 של המאה ה-20 1970s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-1970 1970s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-1970 1970s Israeli television series debuts קטגוריה:סדרות טלוויזיה ישראליות שעלו לשידור בשנות ה-1970 1970s Soviet Union aliyah העלייה מברית המועצות בשנות ה-70 1970s anime television series קטגוריה:סדרות אנימה משנות ה-1970 1970s books קטגוריה:ספרי שנות ה-1970 1970s in Israel קטגוריה:שנות ה-1970 בישראל 1970s in music קטגוריה:שנות ה-1970 במוזיקה 1970s in the Soviet Union קטגוריה:שנות ה-1970 בברית המועצות 1970s in the United States קטגוריה:שנות ה-1970 בארצות הברית 1970s paintings קטגוריה:ציורים משנות ה-1970 1970s plays קטגוריה:מחזות משנות ה-1970 1970s software קטגוריה:תוכנות שנות ה-1970 1970s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-1970 1970s works קטגוריה:יצירות שנות ה-1970 1970–71 Israel State Cup גביע המדינה 1970/1971 1970–71 Liga Alef עונת 1970/1971 בליגה א' 1970–71 Liga Leumit עונת 1970/1971 בליגה הלאומית 1970–71 NBA season עונת 1970/1971 ב-NBA 1971 1971 1971 קטגוריה:1971 1971 Bangladesh genocide רצח העם הבנגלי 1971 Davis Cup גביע דייוויס 1971 1971 European Cup Final גמר גביע אירופה לאלופות 1971 1971 French Open אליפות צרפת הפתוחה 1971 1971 Ibrox disaster אסון אייברוקס 1971 Wimbledon Championships אליפות וימבלדון 1971 1971 albums קטגוריה:אלבומי 1971 1971 books קטגוריה:ספרי 1971 1971 by country קטגוריה:1971 לפי מדינות 1971 films קטגוריה:סרטי 1971 1971 in Israel 1971 בישראל 1971 in Israel קטגוריה:1971 בישראל 1971 in film 1971 בקולנוע 1971 in music קטגוריה:1971 במוזיקה 1971 in science 1971 במדע 1971 in sports 1971 בספורט 1971 in sports קטגוריה:1971 בספורט 1971 in television 1971 בטלוויזיה 1971 in the Soviet Union קטגוריה:1971 בברית המועצות 1971 in the United States 1971 בארצות הברית 1971 in the United States קטגוריה:1971 בארצות הברית 1971 songs קטגוריה:שירי 1971 1971 works קטגוריה:יצירות משנת 1971 1971–72 Israel State Cup גביע המדינה 1971/1972 1971–72 Liga Alef עונת 1971/1972 בליגה א' 1971–72 Liga Leumit עונת 1971/1972 בליגה הלאומית 1971–72 NBA season עונת 1971/1972 ב-NBA 1972 1972 1972 קטגוריה:1972 1972 AFC Asian Cup גביע אסיה בכדורגל 1972 1972 Andes flight disaster טיסה 571 של חיל האוויר האורוגוואי 1972 Davis Cup גביע דייוויס 1972 1972 European Cup Final גמר גביע אירופה לאלופות 1972 1972 French Open אליפות צרפת הפתוחה 1972 1972 Israeli Bangkok Embassy hostage crisis משבר בני הערובה בשגרירות ישראל בבנגקוק 1972 Nixon visit to China ביקור ניקסון בסין 1972 Summer Olympics אולימפיאדת מינכן 1972 Summer Olympics קטגוריה:אולימפיאדת מינכן 1972 Summer Paralympics אולימפיאדת הנכים היידלברג 1972 United States presidential election הבחירות לנשיאות ארצות הברית 1972 1972 Wimbledon Championships אליפות וימבלדון 1972 1972 Winter Olympics אולימפיאדת סאפורו 1972 albums קטגוריה:אלבומי 1972 1972 books קטגוריה:ספרי 1972 1972 by country קטגוריה:1972 לפי מדינות 1972 films קטגוריה:סרטי 1972 1972 in Israel 1972 בישראל 1972 in Israel קטגוריה:1972 בישראל 1972 in film 1972 בקולנוע 1972 in music קטגוריה:1972 במוזיקה 1972 in science 1972 במדע 1972 in sports 1972 בספורט 1972 in sports קטגוריה:1972 בספורט 1972 in the Soviet Union קטגוריה:1972 בברית המועצות 1972 in the United States 1972 בארצות הברית 1972 in the United States קטגוריה:1972 בארצות הברית 1972 plays קטגוריה:מחזות 1972 1972 software קטגוריה:תוכנות שהושקו ב-1972 1972 songs קטגוריה:שירי 1972 1972 video games קטגוריה:משחקי וידאו משנת 1972 1972 works קטגוריה:יצירות משנת 1972 1972–73 Israel State Cup גביע המדינה 1972/1973 1972–73 Liga Alef עונת 1972/1973 בליגה א' 1972–73 Liga Leumit עונת 1972/1973 בליגה הלאומית 1972–73 NBA season עונת 1972/1973 ב-NBA 1973 1973 1973 קטגוריה:1973 1973 Chilean coup d'état ההפיכה הצבאית בצ'ילה 1973 Davis Cup גביע דייוויס 1973 1973 European Cup Final גמר גביע אירופה לאלופות 1973 1973 French Open אליפות צרפת הפתוחה 1973 1973 Israeli legislative election הבחירות לכנסת השמינית 1973 Israeli presidential election בחירות 1973 לנשיאות ישראל 1973 Israeli raid on Lebanon מבצע אביב נעורים 1973 Minimum Age Convention אמנת הגיל המינימלי 1973 Summer Universiade אוניברסיאדת מוסקבה 1973 Syrian General Staff Headquarters raid תקיפת המטכ"ל הסורי 1973 Wimbledon Championships אליפות וימבלדון 1973 1973 World Aquatics Championships אליפות העולם בשחייה 1973 1973 al-Mazzah Airport Raid הפצצת שדה התעופה אל-מאזה ב-13 באוקטובר 1973 1973 albums קטגוריה:אלבומי 1973 1973 books קטגוריה:ספרי 1973 1973 by country קטגוריה:1973 לפי מדינות 1973 films קטגוריה:סרטי 1973 1973 in Israel 1973 בישראל 1973 in Israel קטגוריה:1973 בישראל 1973 in film 1973 בקולנוע 1973 in music 1973 במוזיקה 1973 in music קטגוריה:1973 במוזיקה 1973 in science 1973 במדע 1973 in sports 1973 בספורט 1973 in sports קטגוריה:1973 בספורט 1973 in the Soviet Union קטגוריה:1973 בברית המועצות 1973 in the United States 1973 בארצות הברית 1973 in the United States קטגוריה:1973 בארצות הברית 1973 oil crisis משבר האנרגיה העולמי 1973 raid on Egyptian missile bases הפשיטה על בסיסי הטילים במצרים ב-16 באוקטובר 1973 1973 songs קטגוריה:שירי 1973 1973 works קטגוריה:יצירות משנת 1973 1973–74 Liga Alef עונת 1973/1974 בליגה א' 1973–74 Liga Leumit עונת 1973/1974 בליגה הלאומית 1973–74 NBA season עונת 1973/1974 ב-NBA 1974 1974 1974 קטגוריה:1974 1974 Arab League summit ועידת רבאט 1974 Beit She'an attack פיגוע בית שאן 1974 British Airways bombing attempt ניסיון הפיגוע בטיסת בריטיש איירווייז 1974 Davis Cup גביע דייוויס 1974 1974 European Cup Final גמר גביע אירופה לאלופות 1974 1974 FIBA World Championship אליפות העולם בכדורסל 1974 1974 FIFA World Cup מונדיאל 1974 1974 FIFA World Cup קטגוריה:מונדיאל 1974 1974 FIFA World Cup Final גמר מונדיאל 1974 1974 FIFA World Cup qualification מוקדמות מונדיאל 1974 1974 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1974 1974 French Open אליפות צרפת הפתוחה 1974 1974 NBA Expansion Draft דראפט ההרחבה של שנת 1974 ב-NBA 1974 Nahariya attack הפיגוע בנהריה 1974 Wimbledon Championships אליפות וימבלדון 1974 1974 Yugoslav Constitution חוקת יוגוסלביה 1974 albums קטגוריה:אלבומי 1974 1974 books קטגוריה:ספרי 1974 1974 by country קטגוריה:1974 לפי מדינות 1974 films קטגוריה:סרטי 1974 1974 in Israel 1974 בישראל 1974 in Israel קטגוריה:1974 בישראל 1974 in film 1974 בקולנוע 1974 in music קטגוריה:1974 במוזיקה 1974 in science 1974 במדע 1974 in sports 1974 בספורט 1974 in sports קטגוריה:1974 בספורט 1974 in the Soviet Union קטגוריה:1974 בברית המועצות 1974 in the United States 1974 בארצות הברית 1974 in the United States קטגוריה:1974 בארצות הברית 1974 songs קטגוריה:שירי 1974 1974 works קטגוריה:יצירות משנת 1974 1974–75 Israel State Cup גביע המדינה 1974/1975 1974–75 Liga Alef עונת 1974/1975 בליגה א' 1974–75 Liga Leumit עונת 1974/1975 בליגה הלאומית 1974–75 NBA season עונת 1974/1975 ב-NBA 1975 1975 1975 קטגוריה:1975 1975 Algiers Agreement הסכם אלג'יר 1975 Copa América קופה אמריקה 1975 1975 Davis Cup גביע דייוויס 1975 1975 European Cup Final גמר גביע אירופה לאלופות 1975 1975 French Open אליפות צרפת הפתוחה 1975 1975 Summer Universiade אוניברסיאדת רומא 1975 Tan Son Nhut C-5 accident תאונת מטוס הגלקסי בדרום וייטנאם 1975 Wimbledon Championships אליפות וימבלדון 1975 1975 World Aquatics Championships אליפות העולם בשחייה 1975 1975 albums קטגוריה:אלבומי 1975 1975 books קטגוריה:ספרי 1975 1975 by country קטגוריה:1975 לפי מדינות 1975 films קטגוריה:סרטי 1975 1975 in Israel 1975 בישראל 1975 in Israel קטגוריה:1975 בישראל 1975 in film 1975 בקולנוע 1975 in music קטגוריה:1975 במוזיקה 1975 in science 1975 במדע 1975 in sports 1975 בספורט 1975 in sports קטגוריה:1975 בספורט 1975 in the Soviet Union קטגוריה:1975 בברית המועצות 1975 in the United States 1975 בארצות הברית 1975 in the United States קטגוריה:1975 בארצות הברית 1975 songs קטגוריה:שירי 1975 1975 works קטגוריה:יצירות משנת 1975 1975–76 Israel State Cup גביע המדינה 1975/1976 1975–76 Liga Alef עונת 1975/1976 בליגה א' 1975–76 Liga Leumit עונת 1975/1976 בליגה הלאומית 1975–76 NBA season עונת 1975/1976 ב-NBA 1976 1976 1976 קטגוריה:1976 1976 AFC Asian Cup גביע אסיה בכדורגל 1976 1976 Davis Cup גביע דייוויס 1976 1976 European Cup Final גמר גביע אירופה לאלופות 1976 1976 French Open אליפות צרפת הפתוחה 1976 1976 Summer Olympics אולימפיאדת מונטריאול 1976 Summer Paralympics אולימפיאדת הנכים טורונטו 1976 Tangshan earthquake רעידת האדמה בטאנגשאן 1976 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1976 1976 United States presidential election הבחירות לנשיאות ארצות הברית 1976 1976 Wimbledon Championships אליפות וימבלדון 1976 1976 Winter Olympics אולימפיאדת אינסברוק 1976 Winter Paralympics אולימפיאדת הנכים אורנסקולדויק 1976 albums קטגוריה:אלבומי 1976 1976 books קטגוריה:ספרי 1976 1976 by country קטגוריה:1976 לפי מדינות 1976 films קטגוריה:סרטי 1976 1976 in Israel 1976 בישראל 1976 in Israel קטגוריה:1976 בישראל 1976 in film 1976 בקולנוע 1976 in music קטגוריה:1976 במוזיקה 1976 in science 1976 במדע 1976 in sports 1976 בספורט 1976 in sports קטגוריה:1976 בספורט 1976 in the Soviet Union קטגוריה:1976 בברית המועצות 1976 in the United States 1976 בארצות הברית 1976 in the United States קטגוריה:1976 בארצות הברית 1976 software קטגוריה:תוכנות שהושקו ב-1976 1976 songs קטגוריה:שירי 1976 1976 works קטגוריה:יצירות משנת 1976 1976–77 Israel State Cup גביע המדינה 1976/1977 1976–77 Liga Artzit עונת 1976/1977 בליגה הארצית 1976–77 Liga Leumit עונת 1976/1977 בליגה הלאומית 1976–77 NBA season עונת 1976/1977 ב-NBA 1977 1977 1977 קטגוריה:1977 1977 Davis Cup גביע דייוויס 1977 1977 Egyptian bread riots מהומות הלחם 1977 European Cup Final גמר גביע אירופה לאלופות 1977 1977 French Open אליפות צרפת הפתוחה 1977 1977 Hanafi Siege מתקפת הטרור של "התנועה החנפית" בוושינגטון 1977 Israeli Air Force Sikorsky CH-53 Sea Stallion crash אסון הנ"ד 1977 Israeli legislative election הבחירות לכנסת התשיעית 1977 Moscow bombings הפיגועים במוסקבה 1977 Summer Universiade אוניברסיאדת סופיה 1977 Wimbledon Championships אליפות וימבלדון 1977 1977 albums קטגוריה:אלבומי 1977 1977 books קטגוריה:ספרי 1977 1977 by country קטגוריה:1977 לפי מדינות 1977 films קטגוריה:סרטי 1977 1977 in Israel 1977 בישראל 1977 in Israel קטגוריה:1977 בישראל 1977 in film 1977 בקולנוע 1977 in music קטגוריה:1977 במוזיקה 1977 in science 1977 במדע 1977 in sports 1977 בספורט 1977 in sports קטגוריה:1977 בספורט 1977 in the Soviet Union קטגוריה:1977 בברית המועצות 1977 in the United States 1977 בארצות הברית 1977 in the United States קטגוריה:1977 בארצות הברית 1977 software קטגוריה:תוכנות שהושקו ב-1977 1977 songs קטגוריה:שירי 1977 1977 works קטגוריה:יצירות משנת 1977 1977–78 Israel State Cup גביע המדינה 1977/1978 1977–78 Liga Artzit עונת 1977/1978 בליגה הארצית 1977–78 Liga Leumit עונת 1977/1978 בליגה הלאומית 1977–78 NBA season עונת 1977/1978 ב-NBA 1978 1978 1978 קטגוריה:1978 1978 Davis Cup גביע דייוויס 1978 1978 European Cup Final גמר גביע אירופה לאלופות 1978 1978 FIBA World Championship אליפות העולם בכדורסל 1978 1978 FIFA World Cup מונדיאל 1978 1978 FIFA World Cup קטגוריה:מונדיאל 1978 1978 FIFA World Cup Final גמר מונדיאל 1978 1978 FIFA World Cup qualification מוקדמות מונדיאל 1978 1978 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1978 1978 French Open אליפות צרפת הפתוחה 1978 1978 Georgian demonstrations הפגנות טביליסי 1978 Israeli presidential election בחירות 1978 לנשיאות ישראל 1978 South Lebanon conflict מבצע ליטני 1978 Wimbledon Championships אליפות וימבלדון 1978 1978 World Aquatics Championships אליפות העולם בשחייה 1978 1978 albums קטגוריה:אלבומי 1978 1978 books קטגוריה:ספרי 1978 1978 by country קטגוריה:1978 לפי מדינות 1978 films קטגוריה:סרטי 1978 1978 in Israel 1978 בישראל 1978 in Israel קטגוריה:1978 בישראל 1978 in film 1978 בקולנוע 1978 in literature 1978 בספרות 1978 in music קטגוריה:1978 במוזיקה 1978 in science 1978 במדע 1978 in sports 1978 בספורט 1978 in sports קטגוריה:1978 בספורט 1978 in television 1978 בטלוויזיה 1978 in the Soviet Union 1978 בברית המועצות 1978 in the Soviet Union קטגוריה:1978 בברית המועצות 1978 in the United States 1978 בארצות הברית 1978 in the United States קטגוריה:1978 בארצות הברית 1978 software קטגוריה:תוכנות שהושקו ב-1978 1978 songs קטגוריה:שירי 1978 1978 video games קטגוריה:משחקי וידאו משנת 1978 1978 works קטגוריה:יצירות משנת 1978 1978–79 Israel State Cup גביע המדינה 1978/1979 1978–79 Liga Artzit עונת 1978/1979 בליגה הארצית 1978–79 Liga Leumit עונת 1978/1979 בליגה הלאומית 1978–79 NBA season עונת 1978/1979 ב-NBA 1979 1979 1979 קטגוריה:1979 1979 Copa América קופה אמריקה 1979 1979 Davis Cup גביע דייוויס 1979 1979 European Cup Final גמר גביע אירופה לאלופות 1979 1979 French Open אליפות צרפת הפתוחה 1979 1979 Japanese general election הבחירות הכלליות ביפן 1979 1979 Nahariya attack הפיגוע בנהריה 1979 Summer Universiade אוניברסיאדת מקסיקו סיטי 1979 Wimbledon Championships אליפות וימבלדון 1979 1979 albums קטגוריה:אלבומי 1979 1979 books קטגוריה:ספרי 1979 1979 by country קטגוריה:1979 לפי מדינות 1979 films קטגוריה:סרטי 1979 1979 in Israel 1979 בישראל 1979 in Israel קטגוריה:1979 בישראל 1979 in film 1979 בקולנוע 1979 in music קטגוריה:1979 במוזיקה 1979 in science 1979 במדע 1979 in sports 1979 בספורט 1979 in sports קטגוריה:1979 בספורט 1979 in the Soviet Union קטגוריה:1979 בברית המועצות 1979 in the United States 1979 בארצות הברית 1979 in the United States קטגוריה:1979 בארצות הברית 1979 plays קטגוריה:מחזות 1979 1979 software קטגוריה:תוכנות שהושקו ב-1979 1979 songs קטגוריה:שירי 1979 1979 video games קטגוריה:משחקי וידאו משנת 1979 1979 works קטגוריה:יצירות משנת 1979 1979–80 Israel State Cup גביע המדינה 1979/1980 1979–80 Liga Artzit עונת 1979/1980 בליגה הארצית 1979–80 Liga Leumit עונת 1979/1980 בליגה הלאומית 1979–80 NBA season עונת 1979/1980 ב-NBA 198 198 1980 1980 1980 קטגוריה:1980 1980 AFC Asian Cup גביע אסיה בכדורגל 1980 1980 Davis Cup גביע דייוויס 1980 1980 European Cup Final גמר גביע אירופה לאלופות 1980 1980 French Open אליפות צרפת הפתוחה 1980 1980 NBA Expansion Draft דראפט ההרחבה של שנת 1980 ב-NBA 1980 Summer Olympics אולימפיאדת מוסקבה 1980 Summer Olympics קטגוריה:אולימפיאדת מוסקבה 1980 Summer Olympics medal table מדליות באולימפיאדת מוסקבה 1980 Summer Paralympics אולימפיאדת הנכים ארנהם 1980 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1980 1980 United States presidential election הבחירות לנשיאות ארצות הברית 1980 1980 Wimbledon Championships אליפות וימבלדון 1980 1980 Winter Olympics אולימפיאדת לייק פלאסיד 1980 Winter Paralympics אולימפיאדת הנכים גיילו 1980 albums קטגוריה:אלבומי 1980 1980 books קטגוריה:ספרי 1980 1980 by country קטגוריה:1980 לפי מדינות 1980 films קטגוריה:סרטי 1980 1980 in Israel 1980 בישראל 1980 in Israel קטגוריה:1980 בישראל 1980 in film 1980 בקולנוע 1980 in music קטגוריה:1980 במוזיקה 1980 in science 1980 במדע 1980 in sports 1980 בספורט 1980 in sports קטגוריה:1980 בספורט 1980 in the Soviet Union קטגוריה:1980 בברית המועצות 1980 in the United States 1980 בארצות הברית 1980 in the United States קטגוריה:1980 בארצות הברית 1980 software קטגוריה:תוכנות שהושקו ב-1980 1980 songs קטגוריה:שירי 1980 1980 video games קטגוריה:משחקי וידאו משנת 1980 1980 works קטגוריה:יצירות משנת 1980 1980s קטגוריה:שנות ה-1980 1980s שנות ה-80 של המאה ה-20 1980s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-1980 1980s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-1980 1980s Israeli television series debuts קטגוריה:סדרות טלוויזיה ישראליות שעלו לשידור בשנות ה-1980 1980s anime television series קטגוריה:סדרות אנימה משנות ה-1980 1980s books קטגוריה:ספרי שנות ה-1980 1980s in Israel קטגוריה:שנות ה-1980 בישראל 1980s in music קטגוריה:שנות ה-1980 במוזיקה 1980s in the Soviet Union קטגוריה:שנות ה-1980 בברית המועצות 1980s in the United States קטגוריה:שנות ה-1980 בארצות הברית 1980s paintings קטגוריה:ציורים משנות ה-1980 1980s plays קטגוריה:מחזות משנות ה-1980 1980s software קטגוריה:תוכנות שנות ה-1980 1980s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-1980 1980s works קטגוריה:יצירות שנות ה-1980 1980–81 Israel State Cup גביע המדינה 1980/1981 1980–81 Liga Artzit עונת 1980/1981 בליגה הארצית 1980–81 Liga Leumit עונת 1980/1981 בליגה הלאומית 1980–81 NBA season עונת 1980/1981 ב-NBA 1981 1981 1981 קטגוריה:1981 1981 Antwerp bombing הפיגוע בבית הכנסת באנטוורפן 1981 Davis Cup גביע דייוויס 1981 1981 European Cup Final גמר גביע אירופה לאלופות 1981 1981 French Open אליפות צרפת הפתוחה 1981 1981 Israeli legislative election הבחירות לכנסת העשירית 1981 Ms. Olympia גברת אולימפיה 1981 Summer Universiade אוניברסיאדת בוקרשט 1981 Vienna synagogue attack ההתקפה על בית הכנסת בווינה 1981 Wimbledon Championships אליפות וימבלדון 1981 1981 albums קטגוריה:אלבומי 1981 1981 books קטגוריה:ספרי 1981 1981 by country קטגוריה:1981 לפי מדינות 1981 films קטגוריה:סרטי 1981 1981 in Israel 1981 בישראל 1981 in Israel קטגוריה:1981 בישראל 1981 in film 1981 בקולנוע 1981 in literature 1981 בספרות 1981 in music 1981 במוזיקה 1981 in music קטגוריה:1981 במוזיקה 1981 in science 1981 במדע 1981 in sports 1981 בספורט 1981 in sports קטגוריה:1981 בספורט 1981 in the Soviet Union קטגוריה:1981 בברית המועצות 1981 in the United States 1981 בארצות הברית 1981 in the United States קטגוריה:1981 בארצות הברית 1981 software קטגוריה:תוכנות שהושקו ב-1981 1981 songs קטגוריה:שירי 1981 1981 video games קטגוריה:משחקי וידאו משנת 1981 1981 works קטגוריה:יצירות משנת 1981 1981–82 Israel State Cup גביע המדינה 1981/1982 1981–82 Liga Artzit עונת 1981/1982 בליגה הארצית 1981–82 Liga Leumit עונת 1981/1982 בליגה הלאומית 1981–82 NBA season עונת 1981/1982 ב-NBA 1982 1982 1982 קטגוריה:1982 1982 Davis Cup גביע דייוויס 1982 1982 European Cup Final גמר גביע אירופה לאלופות 1982 1982 FIBA World Championship אליפות העולם בכדורסל 1982 1982 FIFA World Cup מונדיאל 1982 1982 FIFA World Cup קטגוריה:מונדיאל 1982 1982 FIFA World Cup Final גמר מונדיאל 1982 1982 FIFA World Cup qualification מוקדמות מונדיאל 1982 1982 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1982 1982 French Open אליפות צרפת הפתוחה 1982 1982 Hama massacre טבח חמאת 1982 Iranian diplomats kidnapping ארבעת הדיפלומטים האיראנים 1982 Lebanon War מלחמת לבנון הראשונה 1982 Lebanon War קטגוריה:מלחמת לבנון הראשונה 1982 Mr. Olympia מר אולימפיה 1982 Ms. Olympia גברת אולימפיה 1982 Wimbledon Championships אליפות וימבלדון 1982 1982 World Aquatics Championships אליפות העולם בשחייה 1982 1982 albums קטגוריה:אלבומי 1982 1982 books קטגוריה:ספרי 1982 1982 by country קטגוריה:1982 לפי מדינות 1982 films קטגוריה:סרטי 1982 1982 in Israel 1982 בישראל 1982 in Israel קטגוריה:1982 בישראל 1982 in film 1982 בקולנוע 1982 in literature 1982 בספרות 1982 in music קטגוריה:1982 במוזיקה 1982 in science 1982 במדע 1982 in sports 1982 בספורט 1982 in sports קטגוריה:1982 בספורט 1982 in the Soviet Union קטגוריה:1982 בברית המועצות 1982 in the United States 1982 בארצות הברית 1982 in the United States קטגוריה:1982 בארצות הברית 1982 software קטגוריה:תוכנות שהושקו ב-1982 1982 songs קטגוריה:שירי 1982 1982 video games קטגוריה:משחקי וידאו משנת 1982 1982 works קטגוריה:יצירות משנת 1982 1982–83 Israel State Cup גביע המדינה 1982/1983 1982–83 Liga Artzit עונת 1982/1983 בליגה הארצית 1982–83 Liga Leumit עונת 1982/1983 בליגה הלאומית 1982–83 NBA season עונת 1982/1983 ב-NBA 1983 1983 1983 קטגוריה:1983 1983 Beirut barracks bombings הפיגועים בבסיסי הכוח הרב-לאומי בביירות 1983 Copa América קופה אמריקה 1983 1983 Davis Cup גביע דייוויס 1983 1983 European Cup Final גמר גביע אירופה לאלופות 1983 1983 Formula One season פורמולה 1 עונת 1983 1983 French Open אליפות צרפת הפתוחה 1983 1983 Israel bank stock crisis משבר מניות הבנקים 1983 Israeli presidential election בחירות 1983 לנשיאות ישראל 1983 Ms. Olympia גברת אולימפיה 1983 Negev mid-air collision התנגשות מטוס עיט ומטוס בז 1983 Summer Universiade אוניברסיאדת אדמונטון 1983 Wimbledon Championships אליפות וימבלדון 1983 1983 World Championships in Athletics אליפות העולם באתלטיקה 1983 1983 albums קטגוריה:אלבומי 1983 1983 books קטגוריה:ספרי 1983 1983 by country קטגוריה:1983 לפי מדינות 1983 films קטגוריה:סרטי 1983 1983 in Israel 1983 בישראל 1983 in Israel קטגוריה:1983 בישראל 1983 in film 1983 בקולנוע 1983 in literature 1983 בספרות 1983 in music קטגוריה:1983 במוזיקה 1983 in science 1983 במדע 1983 in sports 1983 בספורט 1983 in sports קטגוריה:1983 בספורט 1983 in the Soviet Union קטגוריה:1983 בברית המועצות 1983 in the United States 1983 בארצות הברית 1983 in the United States קטגוריה:1983 בארצות הברית 1983 software קטגוריה:תוכנות שהושקו ב-1983 1983 songs קטגוריה:שירי 1983 1983 video games קטגוריה:משחקי וידאו משנת 1983 1983 works קטגוריה:יצירות משנת 1983 1983–1985 famine in Ethiopia הרעב באתיופיה 1983–84 Israel State Cup גביע המדינה 1983/1984 1983–84 Liga Artzit עונת 1983/1984 בליגה הארצית 1983–84 Liga Leumit עונת 1983/1984 בליגה הלאומית 1983–84 NBA season עונת 1983/1984 ב-NBA 1983–85 famine in Ethiopia הרעב באתיופיה 1984 1984 1984 קטגוריה:1984 1984 AFC Asian Cup גביע אסיה בכדורגל 1984 1984 Basketball Olympic squad templates קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדת 1984 1984 Davis Cup גביע דייוויס 1984 1984 European Competition for Women's Football אליפות אירופה בכדורגל נשים 1984 1984 European Cup Final גמר גביע אירופה לאלופות 1984 1984 Formula One season פורמולה 1 עונת 1984 1984 French Open אליפות צרפת הפתוחה 1984 1984 Israeli legislative election הבחירות לכנסת האחת עשרה 1984 Ms. Olympia גברת אולימפיה 1984 Summer Olympics אולימפיאדת לוס אנג'לס 1984 Summer Olympics קטגוריה:אולימפיאדת לוס אנג'לס 1984 Summer Paralympics אולימפיאדת הנכים ניו יורק וסטוק מנדוויל 1984 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1984 1984 United States presidential election הבחירות לנשיאות ארצות הברית 1984 1984 Wimbledon Championships אליפות וימבלדון 1984 1984 Winter Olympics אולימפיאדת סרייבו 1984 Winter Paralympics אולימפיאדת הנכים אינסברוק 1984 albums קטגוריה:אלבומי 1984 1984 books קטגוריה:ספרי 1984 1984 by country קטגוריה:1984 לפי מדינות 1984 films קטגוריה:סרטי 1984 1984 in Israel 1984 בישראל 1984 in Israel קטגוריה:1984 בישראל 1984 in film 1984 בקולנוע 1984 in literature 1984 בספרות 1984 in music קטגוריה:1984 במוזיקה 1984 in science 1984 במדע 1984 in sports 1984 בספורט 1984 in sports קטגוריה:1984 בספורט 1984 in the Soviet Union קטגוריה:1984 בברית המועצות 1984 in the United States 1984 בארצות הברית 1984 in the United States קטגוריה:1984 בארצות הברית 1984 software קטגוריה:תוכנות שהושקו ב-1984 1984 songs קטגוריה:שירי 1984 1984 video games קטגוריה:משחקי וידאו משנת 1984 1984 works קטגוריה:יצירות משנת 1984 1984–85 Israel State Cup גביע המדינה 1984/1985 1984–85 Liga Artzit עונת 1984/1985 בליגה הארצית 1984–85 Liga Leumit עונת 1984/1985 בליגה הלאומית 1984–85 NBA season עונת 1984/1985 ב-NBA 1985 1985 1985 קטגוריה:1985 1985 Davis Cup גביע דייוויס 1985 1985 El Descanso bombing הפיגוע במסעדת אל דסקנסו 1985 European Cup Final גמר גביע אירופה לאלופות 1985 1985 Formula One season פורמולה 1 עונת 1985 1985 French Open אליפות צרפת הפתוחה 1985 1985 Israel Economic Stabilization Plan תוכנית הייצוב הכלכלית של 1985 1985 Ms. Olympia גברת אולימפיה 1985 Rome and Vienna airport attacks הפיגועים בנמלי התעופה של וינה ורומא 1985 Summer Universiade אוניברסיאדת קובה 1985 Wimbledon Championships אליפות וימבלדון 1985 1985 albums קטגוריה:אלבומי 1985 1985 books קטגוריה:ספרי 1985 1985 by country קטגוריה:1985 לפי מדינות 1985 disasters קטגוריה:אסונות ב-1985 1985 films קטגוריה:סרטי 1985 1985 in Israel 1985 בישראל 1985 in Israel קטגוריה:1985 בישראל 1985 in film 1985 בקולנוע 1985 in music קטגוריה:1985 במוזיקה 1985 in science 1985 במדע 1985 in sports 1985 בספורט 1985 in sports קטגוריה:1985 בספורט 1985 in the Soviet Union קטגוריה:1985 בברית המועצות 1985 in the United States 1985 בארצות הברית 1985 in the United States קטגוריה:1985 בארצות הברית 1985 software קטגוריה:תוכנות שהושקו ב-1985 1985 songs קטגוריה:שירי 1985 1985 video games קטגוריה:משחקי וידאו משנת 1985 1985 works קטגוריה:יצירות משנת 1985 1985–86 Israel State Cup גביע המדינה 1985/1986 1985–86 Liga Artzit עונת 1985/1986 בליגה הארצית 1985–86 Liga Leumit עונת 1985/1986 בליגה הלאומית 1985–86 NBA season עונת 1985/1986 ב-NBA 1986 1986 1986 קטגוריה:1986 1986 African Cup of Nations גביע אפריקה לאומות 1986 1986 Davis Cup גביע דייוויס 1986 1986 European Cup Final גמר גביע אירופה לאלופות 1986 1986 FIBA World Championship אליפות העולם בכדורסל 1986 1986 FIFA World Cup מונדיאל 1986 1986 FIFA World Cup קטגוריה:מונדיאל 1986 1986 FIFA World Cup Final גמר מונדיאל 1986 1986 FIFA World Cup qualification מוקדמות מונדיאל 1986 1986 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1986 1986 Formula One season פורמולה 1 עונת 1986 1986 French Open אליפות צרפת הפתוחה 1986 1986 United States bombing of Libya מבצע קניון אל דוראדו 1986 Wimbledon Championships אליפות וימבלדון 1986 1986 World Aquatics Championships אליפות העולם בשחייה 1986 1986 albums קטגוריה:אלבומי 1986 1986 books קטגוריה:ספרי 1986 1986 by country קטגוריה:1986 לפי מדינות 1986 films קטגוריה:סרטי 1986 1986 in Israel 1986 בישראל 1986 in Israel קטגוריה:1986 בישראל 1986 in film 1986 בקולנוע 1986 in literature 1986 בספרות 1986 in music קטגוריה:1986 במוזיקה 1986 in science 1986 במדע 1986 in sports 1986 בספורט 1986 in sports קטגוריה:1986 בספורט 1986 in the Soviet Union 1986 בברית המועצות 1986 in the Soviet Union קטגוריה:1986 בברית המועצות 1986 in the United States 1986 בארצות הברית 1986 in the United States קטגוריה:1986 בארצות הברית 1986 software קטגוריה:תוכנות שהושקו ב-1986 1986 songs קטגוריה:שירי 1986 1986 video games קטגוריה:משחקי וידאו משנת 1986 1986 works קטגוריה:יצירות משנת 1986 1986–87 Israel State Cup גביע המדינה 1986/1987 1986–87 Liga Artzit עונת 1986/1987 בליגה הארצית 1986–87 Liga Leumit עונת 1986/1987 בליגה הלאומית 1986–87 NBA season עונת 1986/1987 ב-NBA 1987 1987 1987 קטגוריה:1987 1987 Constitution of Ethiopia חוקת אתיופיה 1987 Copa América קופה אמריקה 1987 1987 Davis Cup גביע דייוויס 1987 1987 European Competition for Women's Football אליפות אירופה בכדורגל נשים 1987 1987 European Cup Final גמר גביע אירופה לאלופות 1987 1987 Formula One season פורמולה 1 עונת 1987 1987 French Open אליפות צרפת הפתוחה 1987 1987 Summer Universiade אוניברסיאדת זאגרב 1987 Wimbledon Championships אליפות וימבלדון 1987 1987 World Championships in Athletics אליפות העולם באתלטיקה 1987 1987 albums קטגוריה:אלבומי 1987 1987 books קטגוריה:ספרי 1987 1987 by country קטגוריה:1987 לפי מדינות 1987 disasters קטגוריה:אסונות ב-1987 1987 films קטגוריה:סרטי 1987 1987 in Israel 1987 בישראל 1987 in Israel קטגוריה:1987 בישראל 1987 in film 1987 בקולנוע 1987 in literature 1987 בספרות 1987 in music קטגוריה:1987 במוזיקה 1987 in science 1987 במדע 1987 in sports 1987 בספורט 1987 in sports קטגוריה:1987 בספורט 1987 in television 1987 בטלוויזיה 1987 in the Soviet Union קטגוריה:1987 בברית המועצות 1987 in the United States 1987 בארצות הברית 1987 in the United States קטגוריה:1987 בארצות הברית 1987 software קטגוריה:תוכנות שהושקו ב-1987 1987 songs קטגוריה:שירי 1987 1987 video games קטגוריה:משחקי וידאו משנת 1987 1987 works קטגוריה:יצירות משנת 1987 1987–88 Israel State Cup גביע המדינה 1987/1988 1987–88 Liga Artzit עונת 1987/1988 בליגה הארצית 1987–88 Liga Leumit עונת 1987/1988 בליגה הלאומית 1987–88 NBA season עונת 1987/1988 ב-NBA 1988 1988 1988 קטגוריה:1988 1988 AFC Asian Cup גביע אסיה בכדורגל 1988 1988 African Cup of Nations גביע אפריקה לאומות 1988 1988 Armenian earthquake רעידת האדמה בספיטק 1988 Chilean national plebiscite משאל העם בצ'ילה 1988 Davis Cup גביע דייוויס 1988 1988 European Cup Final גמר גביע אירופה לאלופות 1988 1988 FIFA Women's Invitation Tournament טורניר ההזמנה בכדורגל נשים 1988 1988 Formula One season פורמולה 1 עונת 1988 1988 French Open אליפות צרפת הפתוחה 1988 1988 Israeli legislative election הבחירות לכנסת השתים עשרה 1988 Israeli presidential election בחירות 1988 לנשיאות ישראל 1988 NBA Expansion Draft דראפט ההרחבה של שנת 1988 ב-NBA 1988 Nepal earthquake רעידת האדמה בנפאל 1988 Olympics אולימפיאדת 1988 1988 Summer Olympics אולימפיאדת סיאול 1988 Summer Olympics קטגוריה:אולימפיאדת סיאול 1988 Summer Paralympics אולימפיאדת הנכים סיאול 1988 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1988 1988 United States presidential election הבחירות לנשיאות ארצות הברית 1988 1988 Wimbledon Championships אליפות וימבלדון 1988 1988 Winter Olympics אולימפיאדת קלגרי 1988 Winter Paralympics אולימפיאדת הנכים אינסברוק 1988 albums קטגוריה:אלבומי 1988 1988 books קטגוריה:ספרי 1988 1988 by country קטגוריה:1988 לפי מדינות 1988 films קטגוריה:סרטי 1988 1988 in Israel 1988 בישראל 1988 in Israel קטגוריה:1988 בישראל 1988 in film 1988 בקולנוע 1988 in music קטגוריה:1988 במוזיקה 1988 in science 1988 במדע 1988 in sports 1988 בספורט 1988 in sports קטגוריה:1988 בספורט 1988 in the Soviet Union 1988 בברית המועצות 1988 in the Soviet Union קטגוריה:1988 בברית המועצות 1988 in the United States 1988 בארצות הברית 1988 in the United States קטגוריה:1988 בארצות הברית 1988 software קטגוריה:תוכנות שהושקו ב-1988 1988 songs קטגוריה:שירי 1988 1988 video games קטגוריה:משחקי וידאו משנת 1988 1988 works קטגוריה:יצירות משנת 1988 1988–89 Israel State Cup גביע המדינה 1988/1989 1988–89 Liga Artzit עונת 1988/1989 בליגה הארצית 1988–89 Liga Leumit עונת 1988/1989 בליגה הלאומית 1988–89 NBA season עונת 1988/1989 ב-NBA 1989 1989 1989 קטגוריה:1989 1989 Copa América קופה אמריקה 1989 1989 Davis Cup גביע דייוויס 1989 1989 European Competition for Women's Football אליפות אירופה בכדורגל נשים 1989 1989 European Cup Final גמר גביע אירופה לאלופות 1989 1989 Formula One season פורמולה 1 עונת 1989 1989 French Open אליפות צרפת הפתוחה 1989 1989 NBA Expansion Draft דראפט ההרחבה של שנת 1989 ב-NBA 1989 Sukhumi riots מהומות סוחומי 1989 Summer Universiade אוניברסיאדת דיסבורג 1989 Wimbledon Championships אליפות וימבלדון 1989 1989 albums קטגוריה:אלבומי 1989 1989 books קטגוריה:ספרי 1989 1989 by country קטגוריה:1989 לפי מדינות 1989 films קטגוריה:סרטי 1989 1989 in Israel 1989 בישראל 1989 in Israel קטגוריה:1989 בישראל 1989 in film 1989 בקולנוע 1989 in music קטגוריה:1989 במוזיקה 1989 in science 1989 במדע 1989 in sports 1989 בספורט 1989 in sports קטגוריה:1989 בספורט 1989 in the Soviet Union קטגוריה:1989 בברית המועצות 1989 in the United States 1989 בארצות הברית 1989 in the United States קטגוריה:1989 בארצות הברית 1989 software קטגוריה:תוכנות שהושקו ב-1989 1989 songs קטגוריה:שירי 1989 1989 video games קטגוריה:משחקי וידאו משנת 1989 1989 works קטגוריה:יצירות משנת 1989 1989–90 Israel State Cup גביע המדינה 1989/1990 1989–90 Liga Artzit עונת 1989/1990 בליגה הארצית 1989–90 Liga Leumit עונת 1989/1990 בליגה הלאומית 1989–90 NBA season עונת 1989/1990 ב-NBA 199 199 1990 1990 1990 קטגוריה:1990 1990 African Cup of Nations גביע אפריקה לאומות 1990 1990 Davis Cup גביע דייוויס 1990 1990 European Cup Final גמר גביע אירופה לאלופות 1990 1990 FIBA World Championship אליפות העולם בכדורסל 1990 1990 FIFA World Cup מונדיאל 1990 1990 FIFA World Cup קטגוריה:מונדיאל 1990 1990 FIFA World Cup Final גמר מונדיאל 1990 1990 FIFA World Cup qualification מוקדמות מונדיאל 1990 1990 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1990 1990 Formula One season פורמולה 1 עונת 1990 1990 French Open אליפות צרפת הפתוחה 1990 1990 Japanese general election הבחירות הכלליות ביפן 1990 1990 Mecca tunnel tragedy האסון במכה 1990 Temple Mount riots מהומות הר הבית 1990 Wimbledon Championships אליפות וימבלדון 1990 1990 albums קטגוריה:אלבומי 1990 1990 books קטגוריה:ספרי 1990 1990 by country קטגוריה:1990 לפי מדינות 1990 films קטגוריה:סרטי 1990 1990 in Israel 1990 בישראל 1990 in Israel קטגוריה:1990 בישראל 1990 in film 1990 בקולנוע 1990 in literature 1990 בספרות 1990 in music קטגוריה:1990 במוזיקה 1990 in science 1990 במדע 1990 in sports 1990 בספורט 1990 in sports קטגוריה:1990 בספורט 1990 in the Soviet Union קטגוריה:1990 בברית המועצות 1990 in the United States 1990 בארצות הברית 1990 in the United States קטגוריה:1990 בארצות הברית 1990 software קטגוריה:תוכנות שהושקו ב-1990 1990 songs קטגוריה:שירי 1990 1990 video games קטגוריה:משחקי וידאו משנת 1990 1990 works קטגוריה:יצירות משנת 1990 1990s קטגוריה:שנות ה-1990 1990s שנות ה-90 של המאה ה-20 1990s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-1990 1990s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-1990 1990s Israeli television series debuts קטגוריה:סדרות טלוויזיה ישראליות שעלו לשידור בשנות ה-1990 1990s Post-Soviet aliyah העלייה מברית המועצות לשעבר בשנות ה-90 1990s anime television series קטגוריה:סדרות אנימה משנות ה-1990 1990s books קטגוריה:ספרי שנות ה-1990 1990s in Israel קטגוריה:שנות ה-1990 בישראל 1990s in Russia קטגוריה:שנות ה-1990 ברוסיה 1990s in music קטגוריה:שנות ה-1990 במוזיקה 1990s in the United States קטגוריה:שנות ה-1990 בארצות הברית 1990s paintings קטגוריה:ציורים משנות ה-1990 1990s plays קטגוריה:מחזות משנות ה-1990 1990s software קטגוריה:תוכנות שנות ה-1990 1990s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-1990 1990s works קטגוריה:יצירות שנות ה-1990 1990–91 Israel State Cup גביע המדינה 1990/1991 1990–91 Liga Artzit עונת 1990/1991 בליגה הארצית 1990–91 Liga Leumit עונת 1990/1991 בליגה הלאומית 1990–91 NBA season עונת 1990/1991 ב-NBA 1991 1991 1991 קטגוריה:1991 1991 CONCACAF Gold Cup גביע הזהב 1991 1991 CONCACAF Women's Championship גביע הזהב של CONCACAF לנשים 1991 1991 Copa América קופה אמריקה 1991 1991 Davis Cup גביע דייוויס 1991 1991 European Cup Final גמר גביע אירופה לאלופות 1991 1991 FIFA Women's World Cup גביע העולם בכדורגל נשים 1991 1991 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1991 1991 Formula One season פורמולה 1 עונת 1991 1991 French Open אליפות צרפת הפתוחה 1991 1991 Racha earthquake רעידת האדמה ברצ'ה 1991 Russian presidential election הבחירות לנשיאות רוסיה 1991 1991 Soviet coup d'état attempt הפוטש של אוגוסט 1991 Summer Universiade אוניברסיאדת שפילד 1991 Wimbledon Championships אליפות וימבלדון 1991 1991 World Aquatics Championships אליפות העולם בשחייה 1991 1991 World Championships in Athletics אליפות העולם באתלטיקה 1991 1991 albums קטגוריה:אלבומי 1991 1991 books קטגוריה:ספרי 1991 1991 by country קטגוריה:1991 לפי מדינות 1991 films קטגוריה:סרטי 1991 1991 in Israel 1991 בישראל 1991 in Israel קטגוריה:1991 בישראל 1991 in film 1991 בקולנוע 1991 in literature 1991 בספרות 1991 in music 1991 במוזיקה 1991 in music קטגוריה:1991 במוזיקה 1991 in science 1991 במדע 1991 in sports 1991 בספורט 1991 in sports קטגוריה:1991 בספורט 1991 in the Soviet Union 1991 בברית המועצות 1991 in the Soviet Union קטגוריה:1991 בברית המועצות 1991 in the United States 1991 בארצות הברית 1991 in the United States קטגוריה:1991 בארצות הברית 1991 software קטגוריה:תוכנות שהושקו ב-1991 1991 songs קטגוריה:שירי 1991 1991 video games קטגוריה:משחקי וידאו משנת 1991 1991 works קטגוריה:יצירות משנת 1991 1991–1992 South Ossetia War מלחמת דרום אוסטיה 1991–92 Israel State Cup גביע המדינה 1991/1992 1991–92 Liga Artzit עונת 1991/1992 בליגה הארצית 1991–92 Liga Leumit עונת 1991/1992 בליגה הלאומית 1991–92 NBA season עונת 1991/1992 ב-NBA 1991–92 South Ossetia War מלחמת דרום אוסטיה 1992 1992 1992 קטגוריה:1992 1992 AFC Asian Cup גביע אסיה בכדורגל 1992 1992 African Cup of Nations גביע אפריקה לאומות 1992 1992 Davis Cup גביע דייוויס 1992 1992 European Cup Final גמר גביע אירופה לאלופות 1992 1992 Formula One season פורמולה 1 עונת 1992 1992 French Open אליפות צרפת הפתוחה 1992 1992 Guadalajara explosions ההתפוצצויות בגוודלחרה 1992 Israeli legislative election הבחירות לכנסת השלוש עשרה 1992 King Fahd Cup גביע המלך פהד 1992 1992 Los Angeles riots מהומות לוס אנג'לס 1992 Mr. Olympia מר אולימפיה 1992 Summer Olympics אולימפיאדת ברצלונה 1992 Summer Olympics קטגוריה:אולימפיאדת ברצלונה 1992 Summer Olympics medal table מדליות באולימפיאדת ברצלונה 1992 Summer Paralympics אולימפיאדת הנכים ברצלונה 1992 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1992 1992 United States presidential election הבחירות לנשיאות ארצות הברית 1992 1992 Wimbledon Championships אליפות וימבלדון 1992 1992 Winter Olympics אולימפיאדת אלברוויל 1992 Winter Paralympics אולימפיאדת הנכים אלברוויל 1992 albums קטגוריה:אלבומי 1992 1992 attack on Israeli embassy in Buenos Aires הפיגוע בשגרירות ישראל בארגנטינה 1992 books קטגוריה:ספרי 1992 1992 by country קטגוריה:1992 לפי מדינות 1992 disasters קטגוריה:אסונות ב-1992 1992 films קטגוריה:סרטי 1992 1992 in Israel 1992 בישראל 1992 in Israel קטגוריה:1992 בישראל 1992 in Russia 1992 ברוסיה 1992 in Russia קטגוריה:1992 ברוסיה 1992 in film 1992 בקולנוע 1992 in music קטגוריה:1992 במוזיקה 1992 in science 1992 במדע 1992 in sports 1992 בספורט 1992 in sports קטגוריה:1992 בספורט 1992 in the United States 1992 בארצות הברית 1992 in the United States קטגוריה:1992 בארצות הברית 1992 software קטגוריה:תוכנות שהושקו ב-1992 1992 songs קטגוריה:שירי 1992 1992 video games קטגוריה:משחקי וידאו משנת 1992 1992 works קטגוריה:יצירות משנת 1992 1992–93 Israel State Cup גביע המדינה 1992/1993 1992–93 Liga Artzit עונת 1992/1993 בליגה הארצית 1992–93 Liga Leumit עונת 1992/1993 בליגה הלאומית 1992–93 NBA season עונת 1992/1993 ב-NBA 1993 1993 1993 קטגוריה:1993 1993 CONCACAF Gold Cup גביע הזהב 1993 1993 CONCACAF Women's Championship גביע הזהב של CONCACAF לנשים 1993 1993 Copa América קופה אמריקה 1993 1993 Davis Cup גביע דייוויס 1993 1993 Formula One season פורמולה 1 עונת 1993 1993 French Open אליפות צרפת הפתוחה 1993 1993 Israeli presidential election בחירות 1993 לנשיאות ישראל 1993 Japanese general election הבחירות הכלליות ביפן 1993 1993 Russian constitutional crisis המשבר החוקתי ברוסיה 1993 Russian legislative election הבחירות הפרלמנטריות ברוסיה 1993 1993 Summer Universiade אוניברסיאדת באפלו 1993 UEFA Champions League Final גמר ליגת האלופות 1993 1993 Wimbledon Championships אליפות וימבלדון 1993 1993 World Championships in Athletics אליפות העולם באתלטיקה 1993 1993 World Trade Center bombing הפיגוע במגדלי התאומים 1993 albums קטגוריה:אלבומי 1993 1993 books קטגוריה:ספרי 1993 1993 by country קטגוריה:1993 לפי מדינות 1993 films קטגוריה:סרטי 1993 1993 in Israel 1993 בישראל 1993 in Israel קטגוריה:1993 בישראל 1993 in Russia 1993 ברוסיה 1993 in Russia קטגוריה:1993 ברוסיה 1993 in film 1993 בקולנוע 1993 in music קטגוריה:1993 במוזיקה 1993 in science 1993 במדע 1993 in sports 1993 בספורט 1993 in sports קטגוריה:1993 בספורט 1993 in the United States 1993 בארצות הברית 1993 in the United States קטגוריה:1993 בארצות הברית 1993 software קטגוריה:תוכנות שהושקו ב-1993 1993 songs קטגוריה:שירי 1993 1993 video games קטגוריה:משחקי וידאו משנת 1993 1993 works קטגוריה:יצירות משנת 1993 1993–94 Israel State Cup גביע המדינה 1993/1994 1993–94 Liga Artzit עונת 1993/1994 בליגה הארצית 1993–94 Liga Leumit עונת 1993/1994 בליגה הלאומית 1993–94 NBA season עונת 1993/1994 ב-NBA 1994 1994 1994 קטגוריה:1994 1994 African Cup of Nations גביע אפריקה לאומות 1994 1994 CONCACAF Women's Championship גביע הזהב של CONCACAF לנשים 1994 1994 Davis Cup גביע דייוויס 1994 1994 FIBA World Championship אליפות העולם בכדורסל 1994 1994 FIFA World Cup מונדיאל 1994 1994 FIFA World Cup קטגוריה:מונדיאל 1994 1994 FIFA World Cup Final גמר מונדיאל 1994 1994 FIFA World Cup qualification מוקדמות מונדיאל 1994 1994 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1994 1994 Formula One season פורמולה 1 עונת 1994 1994 French Open אליפות צרפת הפתוחה 1994 1994 London Israeli Embassy bombing הפיגוע בשגרירות ישראל בלונדון 1994 UEFA Champions League Final גמר ליגת האלופות 1994 1994 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 1994 1994 Wimbledon Championships אליפות וימבלדון 1994 1994 Winter Olympics אולימפיאדת לילהאמר 1994 Winter Paralympics אולימפיאדת הנכים לילהאמר 1994 World Aquatics Championships אליפות העולם בשחייה 1994 1994 albums קטגוריה:אלבומי 1994 1994 books קטגוריה:ספרי 1994 1994 by country קטגוריה:1994 לפי מדינות 1994 films קטגוריה:סרטי 1994 1994 in Israel 1994 בישראל 1994 in Israel קטגוריה:1994 בישראל 1994 in Russia 1994 ברוסיה 1994 in Russia קטגוריה:1994 ברוסיה 1994 in film 1994 בקולנוע 1994 in music קטגוריה:1994 במוזיקה 1994 in science 1994 במדע 1994 in sports 1994 בספורט 1994 in sports קטגוריה:1994 בספורט 1994 in the United States 1994 בארצות הברית 1994 in the United States קטגוריה:1994 בארצות הברית 1994 software קטגוריה:תוכנות שהושקו ב-1994 1994 songs קטגוריה:שירי 1994 1994 video games קטגוריה:משחקי וידאו משנת 1994 1994 works קטגוריה:יצירות משנת 1994 1994–95 Israel State Cup גביע המדינה 1994/1995 1994–95 Liga Artzit עונת 1994/1995 בליגה הארצית 1994–95 Liga Leumit עונת 1994/1995 בליגה הלאומית 1994–95 NBA season עונת 1994/1995 ב-NBA 1995 1995 1995 קטגוריה:1995 1995 Chicago heat wave גל החום בשיקגו 1995 Copa América קופה אמריקה 1995 1995 Davis Cup גביע דייוויס 1995 1995 FIFA Women's World Cup גביע העולם בכדורגל נשים 1995 1995 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1995 1995 Formula One season פורמולה 1 עונת 1995 1995 French Open אליפות צרפת הפתוחה 1995 1995 King Fahd Cup גביע המלך פהד 1995 1995 NBA Expansion Draft דראפט ההרחבה של שנת 1995 ב-NBA 1995 Paris Métro and RER bombings הפיגועים בצרפת 1995 Russian legislative election הבחירות הפרלמנטריות ברוסיה 1995 1995 Summer Universiade אוניברסיאדת פוקואוקה 1995 UEFA Champions League Final גמר ליגת האלופות 1995 1995 Wimbledon Championships אליפות וימבלדון 1995 1995 World Championships in Athletics אליפות העולם באתלטיקה 1995 1995 albums קטגוריה:אלבומי 1995 1995 books קטגוריה:ספרי 1995 1995 by country קטגוריה:1995 לפי מדינות 1995 films קטגוריה:סרטי 1995 1995 in Israel 1995 בישראל 1995 in Israel קטגוריה:1995 בישראל 1995 in Russia 1995 ברוסיה 1995 in Russia קטגוריה:1995 ברוסיה 1995 in film 1995 בקולנוע 1995 in music קטגוריה:1995 במוזיקה 1995 in science 1995 במדע 1995 in sports 1995 בספורט 1995 in sports קטגוריה:1995 בספורט 1995 in the United States 1995 בארצות הברית 1995 in the United States קטגוריה:1995 בארצות הברית 1995 software קטגוריה:תוכנות שהושקו ב-1995 1995 songs קטגוריה:שירי 1995 1995 video games קטגוריה:משחקי וידאו משנת 1995 1995 works קטגוריה:יצירות משנת 1995 1995–96 Israel State Cup גביע המדינה 1995/1996 1995–96 Liga Artzit עונת 1995/1996 בליגה הארצית 1995–96 Liga Leumit עונת 1995/1996 בליגה הלאומית 1995–96 NBA season עונת 1995/1996 ב-NBA 1996 1996 1996 קטגוריה:1996 1996 AFC Asian Cup גביע אסיה בכדורגל 1996 1996 African Cup of Nations גביע אפריקה לאומות 1996 1996 Basketball Olympic squad templates קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדת 1996 1996 CONCACAF Gold Cup גביע הזהב 1996 1996 Davis Cup גביע דייוויס 1996 1996 Formula One season פורמולה 1 עונת 1996 1996 French Open אליפות צרפת הפתוחה 1996 1996 Gangneung submarine infiltration incident חדירת הצוללת הצפון קוריאנית לחוף גאנגנונג 1996 Israeli general election הבחירות לכנסת הארבע עשרה ולראשות הממשלה 1996 Japanese general election הבחירות הכלליות ביפן 1996 1996 Manchester bombing הפיגוע במנצ'סטר 1996 Palestinian general election הבחירות הכלליות ברשות הפלסטינית 1996 Paris Métro bombing הפיגוע במטרו של פריז 1996 Russian presidential election הבחירות לנשיאות רוסיה 1996 1996 Summer Olympics אולימפיאדת אטלנטה 1996 Summer Olympics קטגוריה:אולימפיאדת אטלנטה 1996 Summer Olympics medal table מדליות באולימפיאדת אטלנטה 1996 Summer Paralympics אולימפיאדת הנכים אטלנטה 1996 UEFA Champions League Final גמר ליגת האלופות 1996 1996 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 1996 1996 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-1996 1996 United States presidential election הבחירות לנשיאות ארצות הברית 1996 1996 Wimbledon Championships אליפות וימבלדון 1996 1996 albums קטגוריה:אלבומי 1996 1996 books קטגוריה:ספרי 1996 1996 by country קטגוריה:1996 לפי מדינות 1996 films קטגוריה:סרטי 1996 1996 in Israel 1996 בישראל 1996 in Israel קטגוריה:1996 בישראל 1996 in Russia 1996 ברוסיה 1996 in Russia קטגוריה:1996 ברוסיה 1996 in film 1996 בקולנוע 1996 in literature 1996 בספרות 1996 in music קטגוריה:1996 במוזיקה 1996 in science 1996 במדע 1996 in sports 1996 בספורט 1996 in sports קטגוריה:1996 בספורט 1996 in the United States 1996 בארצות הברית 1996 in the United States קטגוריה:1996 בארצות הברית 1996 software קטגוריה:תוכנות שהושקו ב-1996 1996 songs קטגוריה:שירי 1996 1996 video games קטגוריה:משחקי וידאו משנת 1996 1996 works קטגוריה:יצירות משנת 1996 1996–97 Israel State Cup גביע המדינה 1996/1997 1996–97 Liga Artzit עונת 1996/1997 בליגה הארצית 1996–97 Liga Leumit עונת 1996/1997 בליגה הלאומית 1996–97 NBA season עונת 1996/1997 ב-NBA 1997 1997 1997 קטגוריה:1997 1997 Asian financial crisis המשבר הפיננסי באסיה 1997 Copa América קופה אמריקה 1997 1997 Davis Cup גביע דייוויס 1997 1997 FIFA Confederations Cup גביע הקונפדרציות 1997 1997 Formula One season פורמולה 1 עונת 1997 1997 French Open אליפות צרפת הפתוחה 1997 1997 Israeli helicopter disaster אסון המסוקים 1997 Maccabiah Games המכביה החמש עשרה 1997 Mahane Yehuda Market bombings הפיגוע בשוק מחנה יהודה 1997 Summer Universiade אוניברסיאדת סיציליה 1997 UEFA Champions League Final גמר ליגת האלופות 1997 1997 United Kingdom general election הבחירות הכלליות בבריטניה 1997 Wimbledon Championships אליפות וימבלדון 1997 1997 World Championships in Athletics אליפות העולם באתלטיקה 1997 1997 albums קטגוריה:אלבומי 1997 1997 books קטגוריה:ספרי 1997 1997 by country קטגוריה:1997 לפי מדינות 1997 disasters קטגוריה:אסונות ב-1997 1997 films קטגוריה:סרטי 1997 1997 in Israel 1997 בישראל 1997 in Israel קטגוריה:1997 בישראל 1997 in Russia 1997 ברוסיה 1997 in Russia קטגוריה:1997 ברוסיה 1997 in film 1997 בקולנוע 1997 in literature 1997 בספרות 1997 in music קטגוריה:1997 במוזיקה 1997 in science 1997 במדע 1997 in sports 1997 בספורט 1997 in sports קטגוריה:1997 בספורט 1997 in the United States 1997 בארצות הברית 1997 in the United States קטגוריה:1997 בארצות הברית 1997 software קטגוריה:תוכנות שהושקו ב-1997 1997 songs קטגוריה:שירי 1997 1997 video games קטגוריה:משחקי וידאו משנת 1997 1997 works קטגוריה:יצירות משנת 1997 1997–1999 1997-1999 1997–98 Israel State Cup גביע המדינה 1997/1998 1997–98 Liga Artzit עונת 1997/1998 בליגה הארצית 1997–98 Liga Leumit עונת 1997/1998 בליגה הלאומית 1997–98 NBA season עונת 1997/1998 ב-NBA 1998 1998 1998 קטגוריה:1998 1998 African Cup of Nations גביע אפריקה לאומות 1998 1998 African Cup of Nations qualification מוקדמות גביע אפריקה לאומות 1998 1998 CONCACAF Gold Cup גביע הזהב 1998 1998 CONCACAF Women's Championship גביע הזהב של CONCACAF לנשים 1998 1998 Davis Cup גביע דייוויס 1998 1998 FIBA World Championship אליפות העולם בכדורסל 1998 1998 FIFA World Cup מונדיאל 1998 1998 FIFA World Cup קטגוריה:מונדיאל 1998 1998 FIFA World Cup Final גמר מונדיאל 1998 1998 FIFA World Cup qualification מוקדמות מונדיאל 1998 1998 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1998 1998 Formula One season פורמולה 1 עונת 1998 1998 French Open אליפות צרפת הפתוחה 1998 1998 Georgian attempted mutiny מרד סנקי 1998 Greater London Authority referendum 1998 משאל העם על רשות לונדון רבתי 1998 Israeli presidential election בחירות 1998 לנשיאות ישראל 1998 Russian financial crisis משבר הרובל 1998 Temple of the Tooth attack הפיגוע במקדש השן 1998 UEFA Champions League Final גמר ליגת האלופות 1998 1998 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 1998 1998 United States embassy bombings ההתקפות על שגרירויות ארצות הברית בקניה ובטנזניה 1998 Wimbledon Championships אליפות וימבלדון 1998 1998 Winter Olympics אולימפיאדת נאגנו 1998 Winter Paralympics אולימפיאדת הנכים נאגנו 1998 World Aquatics Championships אליפות העולם בשחייה 1998 1998 albums קטגוריה:אלבומי 1998 1998 books קטגוריה:ספרי 1998 1998 by country קטגוריה:1998 לפי מדינות 1998 films קטגוריה:סרטי 1998 1998 in Israel 1998 בישראל 1998 in Israel קטגוריה:1998 בישראל 1998 in Russia 1998 ברוסיה 1998 in Russia קטגוריה:1998 ברוסיה 1998 in film 1998 בקולנוע 1998 in music קטגוריה:1998 במוזיקה 1998 in science 1998 במדע 1998 in sports 1998 בספורט 1998 in sports קטגוריה:1998 בספורט 1998 in the United States 1998 בארצות הברית 1998 in the United States קטגוריה:1998 בארצות הברית 1998 software קטגוריה:תוכנות שהושקו ב-1998 1998 songs קטגוריה:שירי 1998 1998 video games קטגוריה:משחקי וידאו משנת 1998 1998 works קטגוריה:יצירות משנת 1998 1998–99 Israel State Cup גביע המדינה 1998/1999 1998–99 Liga Artzit עונת 1998/1999 בליגה הארצית 1998–99 Liga Leumit עונת 1998/1999 בליגה הלאומית 1998–99 NBA season עונת 1998/1999 ב-NBA 1999 1999 1999 קטגוריה:1999 1999 Australian republic referendum 1999 משאל העם על ביטול המלוכה באוסטרליה 1999 Copa América קופה אמריקה 1999 1999 Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 1999 1999 Davis Cup גביע דייוויס 1999 1999 FIFA Confederations Cup גביע הקונפדרציות 1999 1999 FIFA Women's World Cup גביע העולם בכדורגל נשים 1999 1999 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 1999 1999 Formula One season פורמולה 1 עונת 1999 1999 French Open אליפות צרפת הפתוחה 1999 1999 Israeli general election הבחירות לכנסת החמש עשרה ולראשות הממשלה 1999 Jiji earthquake רעידת האדמה בג'יג'י 1999 Summer Universiade אוניברסיאדת פלמה 1999 Teen Choice Awards פרסי בחירת הנוער 1999 1999 UEFA Champions League Final גמר ליגת האלופות 1999 1999 Wimbledon Championships אליפות וימבלדון 1999 1999 World Championships in Athletics אליפות העולם באתלטיקה 1999 1999 albums קטגוריה:אלבומי 1999 1999 books קטגוריה:ספרי 1999 1999 by country קטגוריה:1999 לפי מדינות 1999 films קטגוריה:סרטי 1999 1999 in Israel 1999 בישראל 1999 in Israel קטגוריה:1999 בישראל 1999 in Russia 1999 ברוסיה 1999 in Russia קטגוריה:1999 ברוסיה 1999 in film 1999 בקולנוע 1999 in literature 1999 בספרות 1999 in music קטגוריה:1999 במוזיקה 1999 in science 1999 במדע 1999 in sports 1999 בספורט 1999 in sports קטגוריה:1999 בספורט 1999 in the United States 1999 בארצות הברית 1999 in the United States קטגוריה:1999 בארצות הברית 1999 software קטגוריה:תוכנות שהושקו ב-1999 1999 songs קטגוריה:שירי 1999 1999 video games קטגוריה:משחקי וידאו משנת 1999 1999 works קטגוריה:יצירות משנת 1999 1999 İzmit earthquake רעידת האדמה באיזמיט 1999–2000 Israel State Cup גביע המדינה 1999/2000 1999–2000 Israeli Premier League עונת 1999/2000 בליגת העל 1999–2000 Liga Leumit עונת 1999/2000 בליגה הלאומית 1999–2000 NBA season עונת 1999/2000 ב-NBA 19th Army הארמייה ה-19 19th Chess Olympiad אולימפיאדת השחמט 1970 19th Knesset קטגוריה:הכנסת התשע עשרה 19th arrondissement of Paris הרובע התשעה-עשר של פריז 19th arrondissement of Paris קטגוריה:הרובע התשעה-עשר של פריז 19th century המאה ה-19 19th century קטגוריה:המאה ה-19 19th century BC המאה ה-19 לפנה"ס 19th century BC קטגוריה:המאה ה-19 לפנה"ס 19th century in science קטגוריה:שנים במדע - המאה ה-19 19th-century books קטגוריה:ספרי המאה ה-19 19th-century films קטגוריה:סרטי המאה ה-19 19th-century introductions קטגוריה:המצאות במאה ה-19 19th-century paintings קטגוריה:ציורים מהמאה ה-19 19th-century philosophers קטגוריה:פילוסופים של המאה ה-19 19th-century plays קטגוריה:מחזות מהמאה ה-19 19th-century popes קטגוריה:אפיפיורים במאה ה-19 19th-century songs קטגוריה:שירי המאה ה-19 19th-century treaties קטגוריה:חוזים והסכמים במאה ה-19 19th-century works קטגוריה:יצירות המאה ה-19 19th-century years by country קטגוריה:המאה ה-19 לפי מדינה 1Marcell משתמש:1Marcell 1Q84 1Q84 1st הדיוויזיה המשוריינת הראשונה 1st Academy Awards טקס פרסי אוסקר ה-1 1st Air Fleet הצי האווירי הראשון 1st Airborne Division הדיוויזיה המוטסת הראשונה 1st Armoured Division הדיוויזיה הראשונה 1st Army הארמייה הראשונה 1st Baltic Front החזית הבלטית הראשונה 1st Baron Acton John Dalberg-Acton לורד אקטון 1st Baron Baden-Powell Robert Baden-Powell רוברט באדן פאוול 1st Baron Burghley William Cecil ויליאם ססיל 1st Baron Burnham Edward Levy-Lawson ברון ברנהאם הראשון אדוארד לוי-לאוסון 1st Baron Camoys Thomas de Camoys לורד קמויס 1st Baron Clyde Colin Campbell ברון קלייד הראשון קולין קמפבל 1st Baron Coleraine Richard Law ריצ'רד קידסטון לו 1st Baron Fisher John Fisher ג'ון פישר 1st Baron Forster Henry Forster ברון פורסטר הראשון הנרי פורסטר 1st Baron Grenville William Grenville ויליאם גרנוויל 1st Baron Hore-Belisha Leslie Hore-Belisha לסלי הור-בלישה 1st Baron Ironside Edmund Ironside אדמונד איירונסייד 1st Baron Islington John Dickson-Poynder ברון איזלינגטון הראשון ג'ון דיקסון-פוינדר 1st Baron Ismay Hastings Ismay הייסטינגס איזמי 1st Baron Kelvin William Thomson ויליאם תומסון 1st Baron Keyes Roger Keyes רוג'ר קיז 1st Baron Killearn Miles Lampson מיילס לאמפסון 1st Baron Lister Joseph Lister ג'וזף ליסטר 1st Baron Lugard Frederick Lugard פרדריק לוגרד 1st Baron Melchett Alfred Mond אלפרד מונד 1st Baron Milne George Milne ג'ורג' מילן 1st Baron Mountevans Edward Evans אדוארד אוונס 1st Baron Moyne Walter Guinness הברון הראשון ממוין וולטר גינס 1st Baron Nicholson William Nicholson ברון ניקולסון הראשון ויליאם ניקולסון 1st Baron Northcote Henry Northcote ברון נורתקוט הראשון הנרי נורתקוט 1st Baron Paget William Paget ברון פאג'ט הראשון ויליאם פאג'ט 1st Baron Passfield Sidney Webb סידני וב 1st Baron Rawlinson Henry Rawlinson ברון רולינסון הראשון הנרי רולינסון 1st Baron Rich Richard Rich ריצ'רד ריץ' 1st Baron Rosmead Hercules Robinson ברון רוזמיד הרקולס רובינסון 1st Baron Stanmore Arthur Hamilton-Gordon ברון סטנמור הראשון ארתור המילטון-גורדון 1st Baron Strathnairn Hugh Rose ברון סטרת'נירן הראשון יו רוס 1st Baron Swaythling Samuel Montagu ברון סוויית'לינג הראשון סמואל מונטגיו 1st Baron Tedder Arthur Tedder ארתור טדר 1st Baron Wedgwood Josiah Wedgwood ג'וזאיה קלמנט וג'ווד 1st Baronet Sir Arthur Harris ארתור האריס 1st Baronet Sir Charles Monro צ'ארלס קרמייקל מונרו 1st Baronet Sir Frederick Treves פרדריק טרבס 1st Baronet Sir George Collier ג'ורג' רלף קולייר 1st Baronet Sir George Stokes ג'ורג' סטוקס 1st Baronet Sir Henry Rawlinson הנרי רולינסון 1st Baronet Sir Henry Wilson הנרי יוז וילסון 1st Baronet Sir James Outram ג'יימס אוטרם 1st Baronet Sir Robert Ainslie רוברט איינסלי 1st Baronet Sir Thomas Watson תומאס ווטסון 1st Baronet Sir William Robertson ויליאם רוברטסון 1st Belorussian Front החזית הבלארוסית הראשונה 1st Cavalry Army ארמיית הפרשים הראשונה 1st Cavalry Division דיוויזיית הפרשים הראשונה 1st Chess Olympiad אולימפיאדת השחמט 1927 1st Combat Engineer Battalion גדוד ההנדסה הקרבית הראשון 1st Count of La Conquista Mateo de Toro Zambrano מתאו דה טורו סמברנו 1st Division הדיוויזיה הראשונה 1st Duke of Bedford John of Lancaster דוכס בדפורד ג'ון מלנקסטר 1st Duke of Berwick James FitzJames הדוכס הראשון מברוויק ג'יימס פיץ ג'יימס 1st Duke of Buckingham Humphrey Stafford הדוכס הראשון מבקינגהאם האמפרי סטאפורד 1st Duke of Clarence George Plantagenet דוכס קלרנס ג'ורג' פלנטג'נט 1st Duke of Clarence Lionel of Antwerp דוכס קלרנס ליונל מאנטוורפן 1st Duke of Clarence Thomas of Lancaster דוכס קלרנס תומאס מלנקסטר 1st Duke of Gloucester Thomas of Woodstock דוכס גלוסטר תומאס מוודסטוק 1st Duke of Kent Henry Grey דוכס קנט הנרי גריי 1st Duke of Marlborough John Churchill הדוכס הראשון ממרלבורו ג'ון צ'רצ'יל 1st Duke of Monmouth James Scott דוכס מונמות' הראשון ג'יימס סקוט 1st Duke of Newcastle Thomas Pelham-Holles תומאס פלהם-הוליס 1st Duke of Northumberland John Dudley דוכס נורת'מברלנד ג'ון דאדלי 1st Duke of Shrewsbury Charles Talbot הדוכס הראשון משרוסברי צ'ארלס טלבוט 1st Duke of Somerset Edward Seymour דוכס סומרסט אדוארד סימור 1st Duke of Suffolk Charles Brandon דוכס סאפוק הראשון צ'ארלס ברנדון 1st Duke of Wellington Arthur Wellesley הדוכס הראשון מוולינגטון ארתור ולסלי 1st Duke of Wellington Arthur Wellesley הדוכס הראשון מוולינגטון קטגוריה:ארתור ולסלי 1st Duke of Wellington List of monuments to Arthur Wellesley אנדרטת ולינגטון 1st Duke of York Edmund of Langley דוכס יורק אדמונד מלאנגלי 1st Earl Alexander of Tunis Harold Alexander רוזן אלכסנדר הראשון מתוניס הרולד אלכסנדר 1st Earl Beatty David Beatty דייוויד ביטי 1st Earl Canning Charles Canning רוזן קנינג הראשון צ'ארלס קנינג 1st Earl Haig Douglas Haig דאגלס הייג 1st Earl Jellicoe John Jellicoe ג'ון ג'ליקו 1st Earl Macartney George Macartney ג'ורג' מקרטני 1st Earl Mountbatten of Burma Louis Mountbatten לואי מאונטבטן 1st Earl Peel William Peel ויליאם רוברט פיל 1st Earl Roberts Frederick Roberts רוזן רוברטס הראשון פרדריק רוברטס 1st Earl Russell John Russell רוזן ראסל הראשון ג'ון ראסל 1st Earl Wavell Archibald Wavell ארצ'יבלד ויוול 1st Earl of Bedford John Russell הרוזן הראשון מבדפורד ג'ון ראסל 1st Earl of Chatham William Pitt ויליאם פיט האב 1st Earl of Cornwall Richard רוזן קורנוול ריצ'רד 1st Earl of Cromer Evelyn Baring הרוזן הראשון מקרומר אוולין בארינג 1st Earl of Godolphin Sidney Godolphin רוזן גודולפין הראשון סידני גודולפין 1st Earl of Gowrie Alexander Hore-Ruthven ארל גאורי הראשון אלכסנדר הור-רות'בן 1st Earl of Halifax Edward Wood הרוזן הראשון מהליפקס אדוארד פרדריק לינדלי ווד 1st Earl of Orford Edward Russell הרוזן הראשון מאורפורד אדוארד ראסל 1st Earl of Salisbury Robert Cecil רוזן סולסברי הראשון רוברט ססיל 1st Earl of Shrewsbury John Talbot הרוזן הראשון משרוסברי ג'ון טלבוט 1st Earl of Torrington Arthur Herbert הרוזן הראשון מטורינגטון ארתור הרברט 1st Earl of Wilmington Spencer Compton ספנסר קומפטון 1st Earl of Ypres John French הוויקונט הראשון מאיפר ג'ון פרנץ' 1st Foreign Cavalry Regiment רגימנט הפרשים הזר הראשון 1st Free French Division הדיוויזיה הראשונה של צרפת החופשית 1st Guards Army ארמיית המשמר הראשונה 1st Guards Tank Army ארמיית המשמר המשוריינת הראשונה 1st Marine Division דיוויזיית הנחתים הראשונה 1st Marquess Cornwallis Charles Cornwallis צ'ארלס קורנווליס 1st Marquess Curzon of Kedleston George Curzon ג'ורג' נתניאל קרזון 1st Marquess of Linlithgow John Hope ג'ון הופ 1st Marquess of Reading Rufus Isaacs המרקיז הראשון מרדינג רופוס דניאל אייזקס 1st Marquis of Osorno Ambrosio O'Higgins אמברוסיו או'היגינס 1st Marquis of Pombal Sebastião José de Carvalho e Melo סבשטיאאו דה מלו 1st Marquis of the Balbases Ambrogio Spinola אמברוסיו ספינולה 1st Panzer Army ארמיית הפאנצר הראשונה 1st Panzer Division דיוויזיית הפאנצר הראשונה 1st Parachute Army ארמיית הצנחנים הראשונה 1st Red Banner Army ארמיית הדגל האדום הראשונה 1st SS Panzer Division Leibstandarte SS Adolf Hitler דיוויזיית האס אס לייבשטנדרטה 1st Shock Army ארמיית ההלם הראשונה 1st Ukrainian Front החזית האוקראינית הראשונה 1st Viscount Alanbrooke Alan Brooke אלן ברוק 1st Viscount Allenby Edmund Allenby אדמונד אלנבי 1st Viscount Brookeborough Basil Brooke בזיל ברוק 1st Viscount Byng of Vimy Julian Byng ג'וליאן בינג 1st Viscount Chandos Oliver Lyttelton אוליבר ליטלטון 1st Viscount Craigavon James Craig ג'יימס קרייג 1st Viscount Cunningham of Hyndhope Andrew Cunningham אנדרו קנינגהם 1st Viscount D'Abernon Edgar Vincent הוויקונט ד'אברנון אדגר וינסנט 1st Viscount Dawson of Penn Bertrand Dawson ברטרנד דוסון 1st Viscount De L'Isle William Sidney ויקונט דה-ל'ייל הראשון ויליאם סידני 1st Viscount Dunrossil William Morrison ויקונט דונרוסיל הראשון ויליאם מוריסון 1st Viscount Goderich F. Robinson פרדריק רובינסון 1st Viscount Grey of Fallodon Edward Grey אדוארד גריי 1st Viscount Milner Alfred Milner אלפרד מילנר 1st Viscount Nelson Horatio Nelson הוריישו נלסון 1st Viscount Novar Ronald Munro Ferguson ויקונט נובאר הראשון רונלד מונרו פרגוסון 1st Viscount Plumer Herbert Plumer הרברט פלומר 1st Viscount Portal of Hungerford Charles Portal צ'ארלס פורטל 1st Viscount Samuel Herbert Samuel הרברט סמואל 1st Viscount Sidmouth Henry Addington הנרי אדינגטון 1st Viscount Slim William Slim ויליאם סלים 1st Viscount Stonehaven John Baird ויקונט סטונהייבן הראשון ג'ון ביירד 1st Viscount Trenchard Hugh Trenchard יו טרנצ'רד 1st Viscount Wolseley Garnet Wolseley גרנט ג'וזף וולסלי 1st arrondissement of Paris הרובע הראשון של פריז 1st arrondissement of Paris קטגוריה:הרובע הראשון של פריז 1st century המאה ה-1 1st century קטגוריה:המאה ה-1 1st century BC המאה ה-1 לפנה"ס 1st century BC קטגוריה:המאה ה-1 לפנה"ס 1st millennium BC האלף ה-1 לפנה"ס 1st millennium BC קטגוריה:האלף ה-1 לפנה"ס 1st unofficial Chess Olympiad אולימפיאדת השחמט 1924 1st-century BC books קטגוריה:ספרי המאה ה-1 לפנה"ס 1st-century books קטגוריה:ספרי המאה ה-1 1st-century popes קטגוריה:אפיפיורים במאה ה-1 1st-century works קטגוריה:יצירות המאה ה-1 1time Airline 1Time 2 2 2 Baruch חזון ברוך א' 2 Broadway ברודוויי 2 2 Broke Girls מרוששות 2 Brothers on the 4th Floor 2 Brothers On The 4th Floor 2 Esdras חזון עזרא 2 Fast 2 Furious מהיר ועצבני 2 2 Girls 1 Cup שתי בנות כוס אחת 2 Maccabees ספר מקבים ב 2 Pallas פאלאס 2 Unlimited 2 Unlimited 2 Willow Road רחוב וילו 2 2 euro coin 2 אירו 2 of Amerikaz Most Wanted 2 of Amerikaz Most Wanted 2,3-Bisphosphoglyceric acid 2,3-ביספוספוגליצרט 2,500 year celebration of the Persian Empire חגיגות 2500 שנים לאימפריה הפרסית 2-Butanol 2-בוטנול 2-Mercaptoethanol מרקפטואתנול 2. Bundesliga הבונדסליגה השנייה 2. Bundesliga תבנית:הבונדסליגה השנייה 2.01 מעבורת 2.01 2.02 מעבורת 2.02 20 20 20 Exchange Place אקסצ'יינג' פלייס 20 20 Fenchurch Street מגדל הווקי טוקי 20 Greatest Hits 20 Greatest Hits 20 July plot קשר העשרים ביולי 20 Million Miles to Earth 20 מיליון מיל אל כדור הארץ 20 cent euro coin 20 אירו-סנט 20,000 Leagues Under the Sea 20,000 מיל מתחת למים 200 200 200 Squadron טייסת 200 200 days of dread מאתיים ימי חרדה 200 metres ריצת 200 מטר 2000 2000 2000 אלפיים 2000 קטגוריה:2000 2000 AFC Asian Cup גביע אסיה בכדורגל 2000 2000 African Cup of Nations גביע אפריקה לאומות 2000 2000 Basketball Olympic squad templates קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדת 2000 2000 CONCACAF Gold Cup גביע הזהב 2000 2000 CONCACAF Women's Gold Cup גביע הזהב של CONCACAF לנשים 2000 2000 Camp David Summit ועידת קמפ דייוויד 2000 Davis Cup גביע דייוויס 2000 2000 FIFA Club World Championship אליפות העולם לקבוצות כדורגל 2000 2000 FINA World Swimming Championships אליפות העולם בשחייה 2000 2000 Formula One season פורמולה 1 עונת 2000 2000 French Open אליפות צרפת הפתוחה 2000 2000 Hezbollah cross-border raid חטיפת חיילי צה"ל בהר דב 2000 Israeli presidential election בחירות 2000 לנשיאות ישראל 2000 Japanese general election הבחירות הכלליות ביפן 2000 2000 Mr. Olympia מר אולימפיה 2000 Ramallah lynching הלינץ' ברמאללה 2000 Russian presidential election הבחירות לנשיאות רוסיה 2000 2000 Services and Entry into Places of Entertainment and Public Places Law Prohibition of Discrimination in Products בשירותים ובכניסה למקומות בידור ולמקומות ציבוריים חוק איסור הפליה במוצרים 2000 Summer Olympics אולימפיאדת סידני 2000 Summer Olympics קטגוריה:אולימפיאדת סידני 2000 Summer Olympics logo.svg קובץ:2000summerolympicslogo.jpg 2000 Summer Olympics medal table מדליות באולימפיאדת סידני 2000 Summer Paralympics אולימפיאדת הנכים סידני 2000 Teen Choice Awards פרסי בחירת הנוער 2000 2000 UEFA Champions League Final גמר ליגת האלופות 2000 2000 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2000 2000 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-2000 2000 United States presidential election הבחירות לנשיאות ארצות הברית 2000 2000 Wimbledon Championships אליפות וימבלדון 2000 2000 albums קטגוריה:אלבומי 2000 2000 books קטגוריה:ספרי 2000 2000 by country קטגוריה:2000 לפי מדינות 2000 disasters קטגוריה:אסונות ב-2000 2000 films קטגוריה:סרטי 2000 2000 in Israel 2000 בישראל 2000 in Israel קטגוריה:2000 בישראל 2000 in Russia 2000 ברוסיה 2000 in Russia קטגוריה:2000 ברוסיה 2000 in film 2000 בקולנוע 2000 in music קטגוריה:2000 במוזיקה 2000 in science 2000 במדע 2000 in sports 2000 בספורט 2000 in sports קטגוריה:2000 בספורט 2000 in television 2000 בטלוויזיה 2000 in the United States 2000 בארצות הברית 2000 in the United States קטגוריה:2000 בארצות הברית 2000 software קטגוריה:תוכנות שהושקו ב-2000 2000 songs קטגוריה:שירי 2000 2000 video games קטגוריה:משחקי וידאו משנת 2000 2000 works קטגוריה:יצירות משנת 2000 20000 Varuna ורונה 2000s העשור הראשון של המאה ה-21 2000s קטגוריה:שנות ה-2000 2000s American television series debuts קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-2000 2000s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-2000 2000s Israeli television series debuts קטגוריה:סדרות טלוויזיה ישראליות שעלו לשידור בשנות ה-2000 2000s anime television series קטגוריה:סדרות אנימה משנות ה-2000 2000s books קטגוריה:ספרי שנות ה-2000 2000s films קטגוריה:סרטי שנות ה-2000 2000s in Israel קטגוריה:שנות ה-2000 בישראל 2000s in Russia קטגוריה:שנות ה-2000 ברוסיה 2000s in music קטגוריה:שנות ה-2000 במוזיקה 2000s in the United States קטגוריה:שנות ה-2000 בארצות הברית 2000s plays קטגוריה:מחזות משנות ה-2000 2000s software קטגוריה:תוכנות שנות ה-2000 2000s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-2000 2000s works קטגוריה:יצירות שנות ה-2000 2000–01 FIBA SuproLeague סופרוליג 2000–01 Israel State Cup גביע המדינה 2000/2001 2000–01 Israeli Premier League עונת 2000/2001 בליגת העל 2000–01 Liga Leumit עונת 2000/2001 בליגה הלאומית 2000–01 NBA season עונת 2000/2001 ב-NBA 2001 2001 2001 קטגוריה:2001 2001 Copa América קופה אמריקה 2001 2001 Davis Cup גביע דייוויס 2001 2001 FIFA Club World Championship אליפות העולם לקבוצות כדורגל 2001 2001 FIFA Confederations Cup גביע הקונפדרציות 2001 2001 Formula One season פורמולה 1 עונת 2001 2001 French Open אליפות צרפת הפתוחה 2001 2001 HaSharon Mall suicide bombing הפיגוע בקניון השרון 2001 Israeli prime ministerial election הבחירות המיוחדות לראשות הממשלה - 2001 2001 Kodori crisis משבר קודורי 2001 Mars Odyssey 2001 מארס אודיסיי 2001 Mr. Olympia מר אולימפיה 2001 Summer Universiade אוניברסיאדת בייג'ינג 2001 Teen Choice Awards פרסי בחירת הנוער 2001 2001 UEFA Champions League Final גמר ליגת האלופות 2001 2001 Wimbledon Championships אליפות וימבלדון 2001 2001 World Aquatics Championships אליפות העולם בשחייה 2001 2001 World Championships in Athletics אליפות העולם באתלטיקה 2001 2001 albums קטגוריה:אלבומי 2001 2001 anthrax attacks מתקפת האנתרקס 2001 books קטגוריה:ספרי 2001 2001 by country קטגוריה:2001 לפי מדינות 2001 disasters קטגוריה:אסונות ב-2001 2001 failed shoe bomb attempt מזימת הנעליים הממולכדות 2001 films קטגוריה:סרטי 2001 2001 in Israel 2001 בישראל 2001 in Israel קטגוריה:2001 בישראל 2001 in Russia 2001 ברוסיה 2001 in Russia קטגוריה:2001 ברוסיה 2001 in film 2001 בקולנוע 2001 in literature 2001 בספרות 2001 in music קטגוריה:2001 במוזיקה 2001 in politics 2001 בפוליטיקה 2001 in science 2001 במדע 2001 in sports 2001 בספורט 2001 in sports קטגוריה:2001 בספורט 2001 in the United States 2001 בארצות הברית 2001 in the United States קטגוריה:2001 בארצות הברית 2001 software קטגוריה:תוכנות שהושקו ב-2001 2001 songs קטגוריה:שירי 2001 2001 video games קטגוריה:משחקי וידאו משנת 2001 2001 works קטגוריה:יצירות משנת 2001 2001: A Space Odyssey 2001: אודיסיאה בחלל 2001–02 Israel State Cup גביע המדינה 2001/2002 2001–02 Israeli Premier League עונת 2001/2002 בליגת העל 2001–02 Liga Leumit עונת 2001/2002 בליגה הלאומית 2001–02 NBA season עונת 2001/2002 ב-NBA 2001–02 UEFA Champions League עונת 2001/2002 בליגת האלופות 2002 2002 2002 קטגוריה:2002 2002 African Cup of Nations גביע אפריקה לאומות 2002 2002 Arab League summit היוזמה הסעודית 2002 CONCACAF Gold Cup גביע הזהב 2002 2002 CONCACAF Women's Gold Cup גביע הזהב של CONCACAF לנשים 2002 2002 Davis Cup גביע דייוויס 2002 2002 FIBA World Championship אליפות העולם בכדורסל 2002 2002 FIFA World Cup מונדיאל 2002 2002 FIFA World Cup קטגוריה:מונדיאל 2002 2002 FIFA World Cup Final גמר מונדיאל 2002 2002 FIFA World Cup qualification מוקדמות מונדיאל 2002 2002 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2002 2002 FINA World Swimming Championships אליפות העולם בשחייה 2002 2002 Formula One season פורמולה 1 עונת 2002 2002 French Open אליפות צרפת הפתוחה 2002 2002 Hebron ambush הפיגוע בציר המתפללים 2002 Los Angeles International Airport shooting הפיגוע בנמל התעופה של לוס אנג'לס 2002 Mahane Yehuda Market bombing הפיגוע בשוק מחנה יהודה 2002 Mombasa attacks הפיגועים בקניה 2002 Mr. Olympia מר אולימפיה 2002 Teen Choice Awards פרסי בחירת הנוער 2002 2002 UEFA Champions League Final גמר ליגת האלופות 2002 2002 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2002 2002 Wimbledon Championships אליפות וימבלדון 2002 2002 Winter Olympics אולימפיאדת סולט לייק סיטי 2002 Winter Paralympics אולימפיאדת הנכים סולט לייק סיטי 2002 albums קטגוריה:אלבומי 2002 2002 books קטגוריה:ספרי 2002 2002 by country קטגוריה:2002 לפי מדינות 2002 films קטגוריה:סרטי 2002 2002 in Israel 2002 בישראל 2002 in Israel קטגוריה:2002 בישראל 2002 in Russia 2002 ברוסיה 2002 in Russia קטגוריה:2002 ברוסיה 2002 in film 2002 בקולנוע 2002 in literature 2002 בספרות 2002 in music קטגוריה:2002 במוזיקה 2002 in politics 2002 בפוליטיקה 2002 in science 2002 במדע 2002 in sports 2002 בספורט 2002 in sports קטגוריה:2002 בספורט 2002 in television 2002 בטלוויזיה 2002 in the United States 2002 בארצות הברית 2002 in the United States קטגוריה:2002 בארצות הברית 2002 software קטגוריה:תוכנות שהושקו ב-2002 2002 songs קטגוריה:שירי 2002 2002 video games קטגוריה:משחקי וידאו משנת 2002 2002 works קטגוריה:יצירות משנת 2002 2002–03 Israel State Cup גביע המדינה 2002/2003 2002–03 Israeli Premier League עונת 2002/2003 בליגת העל 2002–03 Liga Leumit עונת 2002/2003 בליגה הלאומית 2002–03 NBA season עונת 2002/2003 ב-NBA 2003 2003 2003 קטגוריה:2003 2003 CONCACAF Gold Cup גביע הזהב 2003 2003 Davis Cup גביע דייוויס 2003 2003 FIFA Confederations Cup גביע הקונפדרציות 2003 2003 FIFA Women's World Cup גביע העולם בכדורגל נשים 2003 2003 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2003 2003 Formula One season פורמולה 1 עונת 2003 2003 French Open אליפות צרפת הפתוחה 2003 2003 Israeli legislative election הבחירות לכנסת השש עשרה 2003 Istanbul bombings הפיגועים באיסטנבול 2003 Japanese general election הבחירות הכלליות ביפן 2003 2003 Mr. Olympia מר אולימפיה 2003 Summer Universiade אוניברסיאדת טגו 2003 Teen Choice Awards פרסי בחירת הנוער 2003 2003 UEFA Champions League Final גמר ליגת האלופות 2003 2003 Wimbledon Championships אליפות וימבלדון 2003 2003 World Aquatics Championships אליפות העולם בשחייה 2003 2003 World Championships in Athletics אליפות העולם באתלטיקה 2003 2003 albums קטגוריה:אלבומי 2003 2003 books קטגוריה:ספרי 2003 2003 by country קטגוריה:2003 לפי מדינות 2003 films קטגוריה:סרטי 2003 2003 in Israel 2003 בישראל 2003 in Israel קטגוריה:2003 בישראל 2003 in Russia 2003 ברוסיה 2003 in Russia קטגוריה:2003 ברוסיה 2003 in film 2003 בקולנוע 2003 in music קטגוריה:2003 במוזיקה 2003 in politics 2003 בפוליטיקה 2003 in science 2003 במדע 2003 in sports 2003 בספורט 2003 in sports קטגוריה:2003 בספורט 2003 in the United States 2003 בארצות הברית 2003 in the United States קטגוריה:2003 בארצות הברית 2003 software קטגוריה:תוכנות שהושקו ב-2003 2003 songs קטגוריה:שירי 2003 2003 video games קטגוריה:משחקי וידאו משנת 2003 2003 works קטגוריה:יצירות משנת 2003 2003–04 Israel State Cup גביע המדינה 2003/2004 2003–04 Israeli Premier League עונת 2003/2004 בליגת העל 2003–04 Liga Leumit עונת 2003/2004 בליגה הלאומית 2003–04 NBA season עונת 2003/2004 ב-NBA 2004 2004 2004 קטגוריה:2004 2004 AFC Asian Cup גביע אסיה בכדורגל 2004 2004 Adjara crisis משבר אג'ריה 2004 African Cup of Nations גביע אפריקה לאומות 2004 2004 African Women's Championship אליפות אפריקה בכדורגל נשים 2004 2004 Ashdod Port bombings הפיגוע בנמל אשדוד 2004 Basketball Olympic squad templates קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדת 2004 2004 Copa América קופה אמריקה 2004 2004 Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 2004 2004 Davis Cup גביע דייוויס 2004 2004 Democratic Party presidential primaries הבחירות המקדימות לנשיאות ארצות הברית 2004 2004 Formula One season פורמולה 1 עונת 2004 2004 French Open אליפות צרפת הפתוחה 2004 2004 Indian Ocean earthquake and tsunami רעידת האדמה והצונמי באוקיינוס ההודי 2004 Madrid train bombings פיגועי 11 במרץ 2004 במדריד 2004 Mr. Olympia מר אולימפיה 2004 NBA Expansion Draft דראפט ההרחבה של שנת 2004 ב-NBA 2004 Russian aircraft bombings פיגועי המטוסים הרוסיים 2004 Russian presidential election הבחירות לנשיאות רוסיה 2004 2004 Sinai bombings מתקפת הטרור בסיני 2004 Summer Olympics אולימפיאדת אתונה 2004 Summer Olympics קטגוריה:אולימפיאדת אתונה 2004 Summer Olympics medal table מדליות באולימפיאדת אתונה 2004 Summer Paralympics אולימפיאדת הנכים אתונה 2004 SuperFerry 14 bombing הפיגוע במעבורת סופרפרי 14 2004 Teen Choice Awards פרסי בחירת הנוער 2004 2004 UEFA Champions League Final גמר ליגת האלופות 2004 2004 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2004 2004 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-2004 2004 United States presidential election הבחירות לנשיאות ארצות הברית 2004 2004 Wimbledon Championships אליפות וימבלדון 2004 2004 albums קטגוריה:אלבומי 2004 2004 books קטגוריה:ספרי 2004 2004 by country קטגוריה:2004 לפי מדינות 2004 films קטגוריה:סרטי 2004 2004 in Israel 2004 בישראל 2004 in Israel קטגוריה:2004 בישראל 2004 in Russia 2004 ברוסיה 2004 in Russia קטגוריה:2004 ברוסיה 2004 in film 2004 בקולנוע 2004 in music קטגוריה:2004 במוזיקה 2004 in politics 2004 בפוליטיקה 2004 in science 2004 במדע 2004 in sports 2004 בספורט 2004 in sports קטגוריה:2004 בספורט 2004 in television 2004 בטלוויזיה 2004 in the United States 2004 בארצות הברית 2004 in the United States קטגוריה:2004 בארצות הברית 2004 software קטגוריה:תוכנות שהושקו ב-2004 2004 songs קטגוריה:שירי 2004 2004 video games קטגוריה:משחקי וידאו משנת 2004 2004 works קטגוריה:יצירות משנת 2004 2004–05 Israel State Cup גביע המדינה 2004/2005 2004–05 Israeli Premier League עונת 2004/2005 בליגת העל 2004–05 Liga Leumit עונת 2004/2005 בליגה הלאומית 2004–05 NBA season עונת 2004/2005 ב-NBA 2004–2005 Palestinian local elections הבחירות לרשויות המקומיות ברשות הפלסטינית 2005 2005 2005 קטגוריה:2005 2005 Atlantic hurricane season עונת ההוריקנים האטלנטית 2005 2005 Atlantic hurricane season קטגוריה:עונת ההוריקנים האטלנטית 2005 2005 Bali bombings פיגועי באלי 2005 CONCACAF Gold Cup גביע הזהב 2005 2005 Davis Cup גביע דייוויס 2005 2005 Ethiopian police massacres הטבח המשטרתי באתיופיה 2005 FIBA Americas Championship אליפות אמריקה בכדורסל 2005 2005 FIFA Club World Championship אליפות העולם לקבוצות כדורגל 2005 2005 FIFA Confederations Cup גביע הקונפדרציות 2005 2005 Formula One season פורמולה 1 עונת 2005 2005 French Open אליפות צרפת הפתוחה 2005 2005 French riots המהומות בצרפת 2005 Hezbollah cross-border raid ניסיון החטיפה בע'ג'ר 2005 Japanese general election הבחירות הכלליות ביפן 2005 2005 Kashmir earthquake רעידת האדמה בקשמיר 2005 Palestinian presidential election הבחירות ליושב ראש הרשות הפלסטינית 2005 Sharm el-Sheikh bombings הפיגועים בשארם א-שייח' 2005 Summer Universiade אוניברסיאדת איזמיר 2005 Teen Choice Awards פרסי בחירת הנוער 2005 2005 Thai general election הבחירות לפרלמנט התאילנדי 2005 2005 UEFA Champions League Final גמר ליגת האלופות 2005 2005 Wimbledon Championships אליפות וימבלדון 2005 2005 World Aquatics Championships אליפות העולם בשחייה 2005 2005 World Championships in Athletics אליפות העולם באתלטיקה 2005 2005 albums קטגוריה:אלבומי 2005 2005 books קטגוריה:ספרי 2005 2005 by country קטגוריה:2005 לפי מדינות 2005 disasters קטגוריה:אסונות ב-2005 2005 films קטגוריה:סרטי 2005 2005 in Israel 2005 בישראל 2005 in Israel קטגוריה:2005 בישראל 2005 in Russia 2005 ברוסיה 2005 in Russia קטגוריה:2005 ברוסיה 2005 in film 2005 בקולנוע 2005 in music קטגוריה:2005 במוזיקה 2005 in politics 2005 בפוליטיקה 2005 in politics קטגוריה:2005 בפוליטיקה 2005 in science 2005 במדע 2005 in sports 2005 בספורט 2005 in sports קטגוריה:2005 בספורט 2005 in television 2005 בטלוויזיה בישראל 2005 in the United States 2005 בארצות הברית 2005 in the United States קטגוריה:2005 בארצות הברית 2005 software קטגוריה:תוכנות שהושקו ב-2005 2005 songs קטגוריה:שירי 2005 2005 video games קטגוריה:משחקי וידאו משנת 2005 2005 works קטגוריה:יצירות משנת 2005 2005–06 Israel State Cup גביע המדינה 2005/2006 2005–06 Israeli Premier League עונת 2005/2006 בליגת העל 2005–06 Liga Leumit עונת 2005/2006 בליגה הלאומית 2005–06 NBA season עונת 2005/2006 ב-NBA 2006 2006 2006 קטגוריה:2006 2006 Africa Cup of Nations גביע אפריקה לאומות 2006 2006 CONCACAF Women's Gold Cup גביע הזהב של CONCACAF לנשים 2006 2006 Davis Cup גביע דייוויס 2006 2006 European Athletics Championships אליפות אירופה באתלטיקה 2006 2006 FIBA World Championship אליפות העולם בכדורסל 2006 2006 FIBA World Championship squad templates קטגוריה:תבניות ניווט - סגלי נבחרות אליפות העולם בכדורסל 2006 2006 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2006 2006 FIFA World Cup מונדיאל 2006 2006 FIFA World Cup קטגוריה:מונדיאל 2006 2006 FIFA World Cup Final גמר מונדיאל 2006 2006 FIFA World Cup qualification מוקדמות מונדיאל 2006 2006 FIFA World Cup qualification מוקדמות מונדיאל 2006 - אפריקה 2006 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2006 2006 FIFA World Cup stadiums תבנית:אצטדיוני מונדיאל 2006 2006 Formula One season פורמולה 1 עונת 2006 2006 French Open אליפות צרפת הפתוחה 2006 2006 Hezbollah cross-border raid חטיפת חיילי צה"ל בגבול לבנון 2006 Israeli legislative election הבחירות לכנסת השבע עשרה 2006 Italian football scandal פרשת הטיית המשחקים בסרייה א' 2006 2006 Kodori crisis משבר קודורי 2006 Lebanon War מלחמת לבנון השנייה 2006 Lebanon War קטגוריה:מלחמת לבנון השנייה 2006 O'Hare International Airport UFO sighting התצפית בעב"ם בנמל התעופה שיקגו או'הייר 2006 Oaxaca protests המאורעות באואחאקה 2006 Russian ban of Moldovan and Georgian wines החרם הרוסי על היין הגאורגי והמולדובי 2006 Russia–Georgia energy crisis החבלה בצינור הגז הצפון-אוסטי 2006 Solar eclipse of March 29 ליקוי החמה המלא ב-29 במרץ 2006 2006 Teen Choice Awards פרסי בחירת הנוער 2006 2006 Tel Aviv shawarma restaurant bombing הפיגוע בדוכן השווארמה ראש העיר 2006 UEFA Champions League Final גמר ליגת האלופות 2006 2006 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2006 2006 Wimbledon Championships אליפות וימבלדון 2006 2006 Winter Olympics אולימפיאדת טורינו 2006 Winter Paralympics אולימפיאדת הנכים טורינו 2006 al-Askari mosque bombing הפיגוע במסגד אל-עסכריה 2006 albums קטגוריה:אלבומי 2006 2006 books קטגוריה:ספרי 2006 2006 by country קטגוריה:2006 לפי מדינות 2006 films קטגוריה:סרטי 2006 2006 in Israel 2006 בישראל 2006 in Israel קטגוריה:2006 בישראל 2006 in Russia 2006 ברוסיה 2006 in Russia קטגוריה:2006 ברוסיה 2006 in film 2006 בקולנוע 2006 in music 2006 במוזיקה 2006 in music קטגוריה:2006 במוזיקה 2006 in science 2006 במדע 2006 in sports 2006 בספורט 2006 in sports קטגוריה:2006 בספורט 2006 in television 2006 בטלוויזיה בישראל 2006 in the United Kingdom 2006 בממלכה המאוחדת 2006 in the United States 2006 בארצות הברית 2006 in the United States קטגוריה:2006 בארצות הברית 2006 software קטגוריה:תוכנות שהושקו ב-2006 2006 songs קטגוריה:שירי 2006 2006 video games קטגוריה:משחקי וידאו משנת 2006 2006 works קטגוריה:יצירות משנת 2006 2006 youth protests in France מהומות חוק תעסוקת הצעירים בצרפת 2006–07 Israel State Cup גביע המדינה 2006/2007 2006–07 Israeli Premier League עונת 2006/2007 בליגת העל 2006–07 Liga Leumit עונת 2006/2007 בליגה הלאומית 2006–07 NBA season עונת 2006/2007 ב-NBA 2007 2007 2007 קטגוריה:2007 2007 AFC Asian Cup גביע אסיה בכדורגל 2007 2007 CONCACAF Gold Cup גביע הזהב 2007 2007 Copa América קופה אמריקה 2007 2007 Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 2007 2007 Davis Cup גביע דייוויס 2007 2007 FIBA Americas Championship אליפות אמריקה בכדורסל 2007 2007 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2007 2007 FIFA Women's World Cup גביע העולם בכדורגל נשים 2007 2007 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2007 2007 Formula One season פורמולה 1 עונת 2007 2007 French Open אליפות צרפת הפתוחה 2007 2007 French presidential election הבחירות לנשיאות צרפת 2007 2007 Israeli presidential election בחירות 2007 לנשיאות ישראל 2007 Karsaz bombing הפיגוע בקראצ'י 2007 Mr. Olympia מר אולימפיה 2007 Nahal Telem shooting הפיגוע בנחל תלם 2007 Russian legislative election הבחירות הפרלמנטריות ברוסיה 2007 2007 Summer Universiade אוניברסיאדת בנגקוק 2007 Teen Choice Awards פרסי בחירת הנוער 2007 2007 UEFA Champions League Final גמר ליגת האלופות 2007 2007 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2007 2007 Wimbledon Championships אליפות וימבלדון 2007 2007 World Aquatics Championships אליפות העולם בשחייה 2007 2007 World Championships in Athletics אליפות העולם באתלטיקה 2007 2007 Yazidi communities bombings הפיגועים בעיירות היזידיות בעיראק 2007 albums קטגוריה:אלבומי 2007 2007 books קטגוריה:ספרי 2007 2007 by country קטגוריה:2007 לפי מדינות 2007 films קטגוריה:סרטי 2007 2007 in Israel 2007 בישראל 2007 in Israel קטגוריה:2007 בישראל 2007 in Russia 2007 ברוסיה 2007 in Russia קטגוריה:2007 ברוסיה 2007 in Syria קטגוריה:2007 בסוריה 2007 in film 2007 בקולנוע 2007 in literature 2007 בספרות 2007 in music קטגוריה:2007 במוזיקה 2007 in science 2007 במדע 2007 in sports 2007 בספורט 2007 in sports קטגוריה:2007 בספורט 2007 in television 2007 בטלוויזיה בישראל 2007 in the United States 2007 בארצות הברית 2007 in the United States קטגוריה:2007 בארצות הברית 2007 software קטגוריה:תוכנות שהושקו ב-2007 2007 songs קטגוריה:שירי 2007 2007 video games קטגוריה:משחקי וידאו משנת 2007 2007 works קטגוריה:יצירות משנת 2007 2007–08 Israel State Cup גביע המדינה 2007/2008 2007–08 Israeli Premier League עונת 2007/2008 בליגת העל 2007–08 Liga Leumit עונת 2007/2008 בליגה הלאומית 2007–08 NBA season עונת 2007/2008 ב-NBA 2007–08 Writers Guild of America strike שביתת איגוד התסריטאים האמריקאי 2008 2008 2008 קטגוריה:2008 2008 Africa Cup of Nations גביע אפריקה לאומות 2008 2008 African Women's Championship אליפות אפריקה בכדורגל נשים 2008 2008 Davis Cup גביע דייוויס 2008 2008 Dimona suicide bombing הפיגוע במרכז המסחרי בדימונה 2008 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2008 2008 Formula One season פורמולה 1 עונת 2008 2008 French Open אליפות צרפת הפתוחה 2008 2008 Greek riots המהומות ביוון 2008 Mr. Olympia מר אולימפיה 2008 Mumbai attacks מתקפת הטרור במומבאי 2008 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2008 בליגת הפיתוח של ה-NBA 2008 OFC Nations Cup גביע אוקיאניה לאומות 2008 2008 Russian military reform הרפורמה הצבאית ברוסיה 2008 Russian presidential election הבחירות לנשיאות רוסיה 2008 2008 Sichuan earthquake רעידת האדמה בסצ'ואן 2008 Summer Olympics אולימפיאדת בייג'ינג 2008 Summer Olympics קטגוריה:אולימפיאדת בייג'ינג 2008 Summer Olympics medal table מדליות באולימפיאדת בייג'ינג 2008 Summer Olympics venues תבנית:אתרי אולימפיאדת בייג'ינג 2008 Summer Paralympics אולימפיאדת הנכים בייג'ינג 2008 Summer Paralympics medal table מדליות במשחקים הפאראלימפיים בייג'ינג 2008 Teen Choice Awards פרסי בחירת הנוער 2008 2008 UEFA Champions League Final גמר ליגת האלופות 2008 2008 UEFA Cup Final גמר גביע אופ"א 2008 2008 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-2008 2008 United States presidential election הבחירות לנשיאות ארצות הברית 2008 2008 Wimbledon Championships אליפות וימבלדון 2008 2008 albums קטגוריה:אלבומי 2008 2008 books קטגוריה:ספרי 2008 2008 by country קטגוריה:2008 לפי מדינות 2008 disasters קטגוריה:אסונות ב-2008 2008 films קטגוריה:סרטי 2008 2008 in China קטגוריה:2008 ברפובליקה העממית של סין 2008 in Israel 2008 בישראל 2008 in Israel קטגוריה:2008 בישראל 2008 in Russia 2008 ברוסיה 2008 in Russia קטגוריה:2008 ברוסיה 2008 in Syria קטגוריה:2008 בסוריה 2008 in economics קטגוריה:2008: כלכלה 2008 in film 2008 בקולנוע 2008 in music 2008 במוזיקה 2008 in music קטגוריה:2008 במוזיקה 2008 in science 2008 במדע 2008 in sports 2008 בספורט 2008 in sports קטגוריה:2008 בספורט 2008 in the People's Republic of China 2008 ברפובליקה העממית של סין 2008 in the United States 2008 בארצות הברית 2008 in the United States קטגוריה:2008 בארצות הברית 2008 software קטגוריה:תוכנות שהושקו ב-2008 2008 songs קטגוריה:שירי 2008 2008 video games קטגוריה:משחקי וידאו משנת 2008 2008 works קטגוריה:יצירות משנת 2008 2008–09 Israel State Cup גביע המדינה 2008/2009 2008–09 Israeli Premier League עונת 2008/2009 בליגת העל 2008–09 Liga Leumit עונת 2008/2009 בליגה הלאומית 2008–09 NBA season עונת 2008/2009 ב-NBA 2008–11 Icelandic financial crisis המשבר הכלכלי באיסלנד 2009 2009 2009 קטגוריה:2009 2009 CONCACAF Gold Cup גביע הזהב 2009 2009 Davis Cup גביע דייוויס 2009 2009 European Parliament election הבחירות לפרלמנט האירופי 2009 2009 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2009 2009 FIFA Confederations Cup גביע הקונפדרציות 2009 2009 French Open אליפות צרפת הפתוחה 2009 2009 Indonesia national football team results נבחרת אינדונזיה בכדורגל 2009 Iranian presidential election protests הבחירות באיראן ותנועת המחאה 2009 Israeli legislative election הבחירות לכנסת השמונה עשרה 2009 Japanese general election הבחירות הכלליות ביפן 2009 2009 Kunduz airstrike התקיפה האווירית בקונדוז 2009 Lebanese general election הבחירות הכלליות בלבנון 2009 2009 Mediterranean Games משחקי הים התיכון 2009 2009 Mr. Olympia מר אולימפיה 2009 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2009 בליגת הפיתוח של ה-NBA 2009 NBA draft דראפט ה-NBA 2009 2009 Solar eclipse of July 22 ליקוי החמה המלא ב-22 ביולי 2009 2009 Sudan airstrikes התקיפה הישראלית בסודאן 2009 Sumatra earthquakes רעידת האדמה בסומטרה 2009 Summer Universiade אוניברסיאדת בלגרד 2009 Teen Choice Awards פרסי בחירת הנוער 2009 2009 Tel Aviv gay centre shooting הרצח בברנוער 2009 UEFA Champions League Final גמר ליגת האלופות 2009 2009 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2009 2009 United Nations Climate Change Conference ועידת האו"ם לשינוי האקלים 2009 Vietnam national football team results נבחרת וייטנאם בכדורגל 2009 Wimbledon Championships אליפות וימבלדון 2009 2009 World Aquatics Championships אליפות העולם בשחייה 2009 2009 World Championships in Athletics אליפות העולם באתלטיקה 2009 2009 albums קטגוריה:אלבומי 2009 2009 books קטגוריה:ספרי 2009 2009 by country קטגוריה:2009 לפי מדינות 2009 disasters קטגוריה:אסונות ב-2009 2009 films קטגוריה:סרטי 2009 2009 flu pandemic מגפת השפעת ב-2009 2009 in China קטגוריה:2009 ברפובליקה העממית של סין 2009 in Egypt קטגוריה:2009 במצרים 2009 in Israel 2009 בישראל 2009 in Israel קטגוריה:2009 בישראל 2009 in Russia 2009 ברוסיה 2009 in Russia קטגוריה:2009 ברוסיה 2009 in film 2009 בקולנוע 2009 in music 2009 במוזיקה 2009 in music קטגוריה:2009 במוזיקה 2009 in politics קטגוריה:2009 בפוליטיקה 2009 in science 2009 במדע 2009 in sports 2009 בספורט 2009 in sports קטגוריה:2009 בספורט 2009 in television 2009 בטלוויזיה בישראל 2009 in the People's Republic of China 2009 ברפובליקה העממית של סין 2009 in the United States 2009 בארצות הברית 2009 in the United States קטגוריה:2009 בארצות הברית 2009 satellite collision התנגשות הלוויינים אירידיום 33 וקוסמוס 2251 2009 software קטגוריה:תוכנות שהושקו ב-2009 2009 songs קטגוריה:שירי 2009 2009 video games קטגוריה:משחקי וידאו משנת 2009 2009 works קטגוריה:יצירות משנת 2009 2009–10 Israel State Cup גביע המדינה 2009/2010 2009–10 Israeli Premier League עונת 2009/2010 בליגת העל 2009–10 Liga Leumit עונת 2009/2010 בליגה הלאומית 2009–10 NBA season עונת 2009/2010 ב-NBA 200s BC 200-209 לפנה"ס 201 201 201 Squadron טייסת 201 2010 2010 2010 קטגוריה:2010 2010 Africa Cup of Nations גביע אפריקה לאומות 2010 2010 African Women's Championship אליפות אפריקה בכדורגל נשים 2010 2010 Bahrain national football team results נבחרת בחריין בכדורגל 2010 Bandundu Filair Let L-410 crash התרסקות Let L-410 של פילאייר 2010 CONCACAF Women's Gold Cup גביע הזהב של CONCACAF לנשים 2010 2010 Chile earthquake רעידת האדמה בצ'ילה 2010 Commonwealth Games משחקי חבר העמים 2010 2010 Copiapó mining accident תאונת המכרה בצ'ילה 2010 Davis Cup גביע דייוויס 2010 2010 European Aquatics Championships אליפות אירופה בשחייה 2010 2010 FIBA World Championship אליפות העולם בכדורסל 2010 2010 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2010 2010 FIFA World Cup מונדיאל 2010 2010 FIFA World Cup קטגוריה:מונדיאל 2010 2010 FIFA World Cup Final גמר מונדיאל 2010 2010 FIFA World Cup qualification מוקדמות מונדיאל 2010 2010 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2010 2010 FIFA World Cup stadiums קטגוריה:אצטדיוני מונדיאל 2010 2010 FIFA World Cup stadiums תבנית:אצטדיוני מונדיאל 2010 2010 French Open אליפות צרפת הפתוחה 2010 2010 Haiti earthquake רעידת האדמה בהאיטי 2010 IAF Sikorsky CH-53 crash התרסקות היסעור ברומניה 2010 Moscow Metro bombings הפיגועים במוסקבה 2010 Mr. Olympia מר אולימפיה 2010 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2010 בליגת הפיתוח של ה-NBA 2010 Pakistan floods השיטפונות בפקיסטן ב-2010 2010 Polish Air Force Tu-154 crash התרסקות מטוס חיל האוויר הפולני ברוסיה 2010 Rio de Janeiro Security Crisis המשבר הביטחוני בריו דה ז'ניירו 2010 Summer Youth Olympics אולימפיאדת הנוער 2010 Teen Choice Awards פרסי בחירת הנוער 2010 2010 UEFA Champions League Final גמר ליגת האלופות 2010 2010 United Kingdom general election הבחירות הכלליות בבריטניה 2010 Wimbledon Championships אליפות וימבלדון 2010 2010 Winter Olympics אולימפיאדת ונקובר 2010 Winter Paralympics אולימפיאדת הנכים ונקובר 2010 albums קטגוריה:אלבומי 2010 2010 books קטגוריה:ספרי 2010 2010 by country קטגוריה:2010 לפי מדינות 2010 disasters קטגוריה:אסונות ב-2010 2010 films קטגוריה:סרטי 2010 2010 in China 2010 ברפובליקה העממית של סין 2010 in China קטגוריה:2010 ברפובליקה העממית של סין 2010 in Germany 2010 בגרמניה 2010 in Germany קטגוריה:2010 בגרמניה 2010 in Israel 2010 בישראל 2010 in Israel קטגוריה:2010 בישראל 2010 in Russia 2010 ברוסיה 2010 in Russia קטגוריה:2010 ברוסיה 2010 in chess קטגוריה:תחרויות שחמט ב-2010 2010 in film 2010 בקולנוע 2010 in music קטגוריה:2010 במוזיקה 2010 in politics קטגוריה:2010 בפוליטיקה 2010 in science 2010 במדע 2010 in sports 2010 בספורט 2010 in sports קטגוריה:2010 בספורט 2010 in the United States 2010 בארצות הברית 2010 in the United States קטגוריה:2010 בארצות הברית 2010 software קטגוריה:תוכנות שהושקו ב-2010 2010 songs קטגוריה:שירי 2010 2010 video games קטגוריה:משחקי וידאו משנת 2010 2010 works קטגוריה:יצירות משנת 2010 2010s העשור השני של המאה ה-21 2010s קטגוריה:שנות ה-2010 2010s American television series קטגוריה:סדרות טלוויזיה אמריקאיות שעלו לשידור בשנות ה-2010 2010s British television series קטגוריה:סדרות טלוויזיה בריטיות שעלו לשידור בשנות ה-2010 2010s Israeli television series debuts קטגוריה:סדרות טלוויזיה ישראליות שעלו לשידור בשנות ה-2010 2010s books קטגוריה:ספרי שנות ה-2010 2010s films קטגוריה:סרטי שנות ה-2010 2010s in Israel קטגוריה:שנות ה-2010 בישראל 2010s in Russia קטגוריה:שנות ה-2010 ברוסיה 2010s in music קטגוריה:שנות ה-2010 במוזיקה 2010s in the United States קטגוריה:שנות ה-2010 בארצות הברית 2010s plays קטגוריה:מחזות משנות ה-2010 2010s software קטגוריה:תוכנות שנות ה-2010 2010s television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור בשנות ה-2010 2010s works קטגוריה:יצירות שנות ה-2010 2010–11 Israel State Cup גביע המדינה 2010/2011 2010–11 Israeli Premier League עונת 2010/2011 בליגת העל 2010–11 Israeli–Palestinian peace talks המשא ומתן בין ישראל לפלסטינים 2010–11 Ivorian crisis המשבר הפוליטי בחוף השנהב 2010–2011 2010–11 Liga Leumit עונת 2010/2011 בליגה הלאומית 2010–11 NBA season עונת 2010/2011 ב-NBA 2010–11 Queensland floods ההצפות בקווינסלנד 2010–12 Algerian protests ההפגנות באלג'יריה 2010–2011 Ivorian crisis המשבר הפוליטי בחוף השנהב 2010-2011 2010–2012 Algerian protests ההפגנות באלג'יריה 2011 2011 2011 קטגוריה:2011 2011 AFC Asian Cup גביע אסיה בכדורגל 2011 2011 CONCACAF Gold Cup גביע הזהב 2011 2011 Christchurch earthquake רעידת האדמה בקרייסטצ'רץ' 2011 Copa América קופה אמריקה 2011 2011 Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 2011 2011 Davis Cup גביע דייוויס 2011 2011 England riots המהומות בממלכה המאוחדת 2011 FIBA Americas Championship אליפות אמריקה בכדורסל 2011 2011 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2011 2011 FIFA Women's World Cup גביע העולם בכדורגל נשים 2011 2011 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2011 2011 Fed Cup Europe/Africa Zone משחקי בית אירופה/אפריקה 1 של גביע הפדרציה באילת 2011 French Open אליפות צרפת הפתוחה 2011 2011 Israeli social justice protests המחאה החברתית בישראל 2011 2011 Israeli social justice protests קטגוריה:המחאה החברתית בישראל 2011 2011 Lokomotiv Yaroslavl air disaster טיסה RA-42434 של יאקובלב סרוויס 2011 MLS Expansion Draft דראפט ההרחבה של שנת 2011 בליגת ה-MLS 2011 Mr. Olympia מר אולימפיה 2011 Norway attacks מתקפת הטרור בנורווגיה 2011 Russian legislative election הבחירות הפרלמנטריות ברוסיה 2011 2011 Sligo Rovers F.C. season סליגו רוברס 2011 Summer Universiade אוניברסיאדת שנג'ן 2011 Teen Choice Awards פרסי בחירת הנוער 2011 2011 Tōhoku earthquake and tsunami רעידת האדמה והצונמי בסנדאי 2011 UEFA Champions League Final גמר ליגת האלופות 2011 2011 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2011 2011 Van earthquake רעידת האדמה בוואן 2011 Virginia earthquake רעידת האדמה בווירג'יניה 2011 Wimbledon Championships אליפות וימבלדון 2011 2011 Winter Universiade אוניברסיאדת ארזורום 2011 World Aquatics Championships אליפות העולם בשחייה 2011 2011 World Championships in Athletics אליפות העולם באתלטיקה 2011 2011 albums קטגוריה:אלבומי 2011 2011 attack on the Israeli Embassy in Egypt תקיפת שגרירות ישראל במצרים 2011 books קטגוריה:ספרי 2011 2011 by country קטגוריה:2011 לפי מדינות 2011 disasters קטגוריה:אסונות ב-2011 2011 films קטגוריה:סרטי 2011 2011 in China קטגוריה:2011 ברפובליקה העממית של סין 2011 in Israel 2011 בישראל 2011 in Israel קטגוריה:2011 בישראל 2011 in Russia 2011 ברוסיה 2011 in Russia קטגוריה:2011 ברוסיה 2011 in film 2011 בקולנוע 2011 in music קטגוריה:2011 במוזיקה 2011 in politics קטגוריה:2011 בפוליטיקה 2011 in sports 2011 בספורט 2011 in sports קטגוריה:2011 בספורט 2011 in the People's Republic of China 2011 ברפובליקה העממית של סין 2011 in the United States 2011 בארצות הברית 2011 in the United States קטגוריה:2011 בארצות הברית 2011 military intervention in Libya התקיפה הצבאית הבינלאומית בלוב 2011 natural disasters קטגוריה:אסונות טבע ב-2011 2011 software קטגוריה:תוכנות שהושקו ב-2011 2011 songs קטגוריה:שירי 2011 2011 southern Israel cross-border attacks מתקפת הטרור בדרום ישראל 2011 video games קטגוריה:משחקי וידאו משנת 2011 2011 works קטגוריה:יצירות משנת 2011 2011–12 Egyptian parliamentary election הבחירות לפרלמנט המצרי 2011–12 Iranian protests ההפגנות באיראן 2011–12 Israel State Cup גביע המדינה 2011/2012 2011–12 Jordanian protests ההפגנות בירדן 2011–12 Liga Leumit עונת 2011/2012 בליגה הלאומית 2011–12 Moroccan protests ההפגנות במרוקו 2011–12 NBA season עונת 2011/2012 ב-NBA 2011–12 UEFA Champions League עונת 2011/2012 בליגת האלופות 2011–13 Russian protests המחאות ברוסיה 2012 2012 2012 קטגוריה:2012 2012 Africa Cup of Nations גביע אפריקה לאומות 2012 2012 African Women's Championship אליפות אפריקה בכדורגל נשים 2012 2012 Atlantic hurricane season קטגוריה:עונת ההוריקנים האטלנטית 2012 2012 Aurora shooting פיגוע הירי באורורה 2012 Benghazi attack מתקפת הטרור בקונסוליה האמריקנית בבנגאזי 2012 Burgas bus bombing הפיגוע באוטובוס בנמל התעופה בורגס 2012 Davis Cup גביע דייוויס 2012 2012 Delhi gang rape פרשת האונס הקבוצתי בדלהי 2012 Egyptian presidential election הבחירות לנשיאות מצרים 2012 European Aquatics Championships אליפות אירופה בשחייה 2012 2012 European Athletics Championships אליפות אירופה באתלטיקה 2012 2012 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2012 2012 FINA World Swimming Championships אליפות העולם בשחייה 2012 2012 French Open אליפות צרפת הפתוחה 2012 2012 French presidential election הבחירות לנשיאות צרפת 2012 2012 India blackouts הפסקת החשמל בהודו 2012 Indian Ocean earthquakes רעידת האדמה באוקיינוס ההודי 2012 Japanese general election הבחירות הכלליות ביפן 2012 2012 Mr. Olympia מר אולימפיה 2012 Nuclear Security Summit הפסגה לביטחון גרעיני 2012 OFC Nations Cup גביע אוקיאניה לאומות 2012 2012 Olympic Marathon Course מסלול המרתון 2012 Palestinian local elections הבחירות לרשויות המקומיות ברשות הפלסטינית 2012 Republican Party presidential primaries הבחירות המקדימות לנשיאות ארצות הברית במפלגה הרפובליקנית 2012 2012 Russian presidential election הבחירות לנשיאות רוסיה 2012 2012 Sligo Rovers F.C. season סליגו רוברס 2012 Summer Olympics אולימפיאדת לונדון 2012 Summer Olympics קטגוריה:אולימפיאדת לונדון 2012 Summer Olympics basketball squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדת 2012 2012 Summer Olympics medal table מדליות באולימפיאדת לונדון 2012 Summer Olympics venues תבנית:אתרי אולימפיאדת לונדון 2012 Summer Paralympics אולימפיאדת הנכים לונדון 2012 Summer Paralympics medal table מדליות במשחקים הפאראלימפיים לונדון 2012 Syrian parliamentary election הבחירות הפרלמנטריות בסוריה 2012 2012 Teen Choice Awards פרסי בחירת הנוער 2012 2012 UEFA Champions League Final גמר ליגת האלופות 2012 2012 US-Israel military exercise Austere Challenge 12 2012 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-2012 2012 United States presidential election הבחירות לנשיאות ארצות הברית 2012 2012 VP113 2012 VP113 2012 Wimbledon Championships אליפות וימבלדון 2012 2012 albums קטגוריה:אלבומי 2012 2012 books קטגוריה:ספרי 2012 2012 by country קטגוריה:2012 לפי מדינות 2012 disasters קטגוריה:אסונות ב-2012 2012 films קטגוריה:סרטי 2012 2012 in Israel 2012 בישראל 2012 in Israel קטגוריה:2012 בישראל 2012 in Russia 2012 ברוסיה 2012 in Russia קטגוריה:2012 ברוסיה 2012 in chess קטגוריה:תחרויות שחמט ב-2012 2012 in film 2012 בקולנוע 2012 in music קטגוריה:2012 במוזיקה 2012 in politics קטגוריה:2012 בפוליטיקה 2012 in sports 2012 בספורט 2012 in sports קטגוריה:2012 בספורט 2012 in the United Kingdom קטגוריה:2012 בממלכה המאוחדת 2012 in the United States 2012 בארצות הברית 2012 in the United States קטגוריה:2012 בארצות הברית 2012 natural disasters קטגוריה:אסונות טבע ב-2012 2012 phenomenon תופעת 2012 2012 software קטגוריה:תוכנות שהושקו ב-2012 2012 songs קטגוריה:שירי 2012 2012 video games קטגוריה:משחקי וידאו משנת 2012 2012 works קטגוריה:יצירות משנת 2012 2012–13 Israel State Cup גביע המדינה 2012/2013 2012–13 Israeli Premier League עונת 2012/2013 בליגת העל 2012–13 Liga Leumit עונת 2012/2013 בליגה הלאומית 2012–13 NBA season עונת 2012/2013 ב-NBA 2012–13 UEFA Champions League עונת 2012/2013 בליגת האלופות 2013 2013 2013 קטגוריה:2013 2013 Africa Cup of Nations גביע אפריקה לאומות 2013 2013 America's Cup גביע אמריקה ה-34 2013 Beersheba shootings הרצח בסניף בנק הפועלים בבאר שבע 2013 Bushehr earthquake רעידת האדמה בבושהר 2013 CONCACAF Gold Cup גביע הזהב 2013 2013 Davis Cup גביע דייוויס 2013 2013 Egyptian coup d'état ההפיכה במצרים 2013 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2013 2013 FIFA Confederations Cup גביע הקונפדרציות 2013 2013 French Open אליפות צרפת הפתוחה 2013 2013 Iranian presidential election הבחירות לנשיאות איראן 2013 2013 Israeli legislative election הבחירות לכנסת התשע עשרה 2013 Israeli municipal elections הבחירות לרשויות המקומיות בישראל 2013 Italian general election הבחירות הכלליות באיטליה 2013 2013 Maccabiah Games המכביה התשע-עשרה 2013 Middle East cold snap הסופה במזרח התיכון 2013 Moore tornado טורנדו מור 2013 Ms. Olympia גברת אולימפיה 2013 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2013 בליגת הפיתוח של ה-NBA 2013 Russian meteor event פגיעת המטאור ברוסיה 2013 Saravan earthquake רעידת האדמה בסיסתאן ובלוצ'סתאן 2013 Savar building collapse קריסת הבניין בבנגלדש 2013 Sligo Rovers F.C. season סליגו רוברס 2013 Stockholm riots המהומות בשוודיה 2013 Summer Universiade אוניברסיאדת קאזאן 2013 Teen Choice Awards פרסי בחירת הנוער 2013 2013 UEFA Champions League Final גמר ליגת האלופות 2013 2013 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2013 2013 Venezuelan presidential election הבחירות לנשיאות ונצואלה 2013 2013 Wimbledon Championships אליפות וימבלדון 2013 2013 Winter Universiade אוניברסיאדת טרנטו 2013 World Aquatics Championships אליפות העולם בשחייה 2013 2013 World Championships in Athletics אליפות העולם באתלטיקה 2013 2013 albums קטגוריה:אלבומי 2013 2013 books קטגוריה:ספרי 2013 2013 by country קטגוריה:2013 לפי מדינות 2013 disasters קטגוריה:אסונות ב-2013 2013 films קטגוריה:סרטי 2013 2013 in France קטגוריה:2013 בצרפת 2013 in Israel 2013 בישראל 2013 in Israel קטגוריה:2013 בישראל 2013 in Russia 2013 ברוסיה 2013 in Russia קטגוריה:2013 ברוסיה 2013 in chess קטגוריה:תחרויות שחמט ב-2013 2013 in film 2013 בקולנוע 2013 in music קטגוריה:2013 במוזיקה 2013 in politics קטגוריה:2013 בפוליטיקה 2013 in sports 2013 בספורט 2013 in sports קטגוריה:2013 בספורט 2013 in the United States 2013 בארצות הברית 2013 in the United States קטגוריה:2013 בארצות הברית 2013 natural disasters קטגוריה:אסונות טבע ב-2013 2013 protests קטגוריה:מחאות ב-2013 2013 protests in Brazil ההפגנות בברזיל 2013 software קטגוריה:תוכנות שהושקו ב-2013 2013 songs קטגוריה:שירי 2013 2013 video games קטגוריה:משחקי וידאו משנת 2013 2013 works קטגוריה:יצירות משנת 2013 2013–14 Israel State Cup גביע המדינה 2013/2014 2013–14 Israeli Premier League עונת 2013/2014 בליגת העל 2013–14 Israeli–Palestinian peace talks המשא ומתן בין ישראל לפלסטינים 2013–14 Liga Leumit עונת 2013/2014 בליגה הלאומית 2013–14 NBA season עונת 2013/2014 ב-NBA 2013–14 UEFA Champions League עונת 2013/2014 בליגת האלופות 2014 2014 2014 קטגוריה:2014 2014 African Women's Championship אליפות אפריקה בכדורגל נשים 2014 2014 Badakhshan mudslides מפולות הבוץ באפגניסטן 2014 Brazilian general election הבחירות הכלליות בברזיל 2014 2014 Burkinabé uprising ההתקוממות בבורקינה פאסו 2014 2014 CONCACAF Women's Championship גביע הזהב של CONCACAF לנשים 2014 2014 Commonwealth Games משחקי חבר העמים 2014 2014 Davis Cup גביע דייוויס 2014 2014 Egyptian presidential election הבחירות לנשיאות מצרים 2014 European Aquatics Championships אליפות אירופה בשחייה 2014 2014 European Athletics Championships אליפות אירופה באתלטיקה 2014 2014 European Parliament election הבחירות לפרלמנט האירופי 2014 2014 FIBA Basketball World Cup גביע העולם בכדורסל 2014 2014 FIBA Basketball World Cup squad templates קטגוריה:תבניות ניווט - סגלי נבחרות אליפות העולם בכדורסל 2014 2014 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2014 2014 FIFA World Cup מונדיאל 2014 2014 FIFA World Cup קטגוריה:מונדיאל 2014 2014 FIFA World Cup Final גמר מונדיאל 2014 2014 FIFA World Cup qualification מוקדמות מונדיאל 2014 2014 FIFA World Cup qualification מוקדמות מונדיאל 2014 - אירופה 2014 FIFA World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2014 2014 FIFA World Cup stadiums קטגוריה:אצטדיוני מונדיאל 2014 2014 FIFA World Cup stadiums תבנית:אצטדיוני מונדיאל 2014 2014 FINA World Swimming Championships אליפות העולם בשחייה 2014 2014 Formula One season פורמולה 1 עונת 2014 2014 French Open אליפות צרפת הפתוחה 2014 2014 Hong Kong protests המהומות בהונג קונג 2014 Iguala mass kidnapping חטיפת הסטודנטים באיגואלה ב-2014 2014 Israeli oil spill דליפת הנפט בשמורת עברונה 2014 Israeli presidential election בחירות 2014 לנשיאות ישראל 2014 Israel–Gaza conflict מבצע צוק איתן 2014 Israel–Gaza conflict קטגוריה:מבצע צוק איתן 2014 Jerusalem synagogue attack הפיגוע בבית הכנסת "קהילת בני תורה" 2014 Jerusalem unrest המהומות בקרב הפלסטינים וערביי ישראל 2014 Kunming attack פיגוע הדקירות בקונמינג 2014 MLS Expansion Draft דראפט ההרחבה של שנת 2014 בליגת ה-MLS 2014 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2014 בליגת הפיתוח של ה-NBA 2014 Nepal snowstorm disaster אסון סופת השלגים ברכס אנאפורנה 2014 Oso mudslide מפולת הבוץ באוסו 2014 Peshawar school massacre טבח התלמידים בפשאוור 2014 Salvadoran presidential election הבחירות לנשיאות אל סלוודור 2014 2014 Scottish independence referendum משאל העם על עצמאות סקוטלנד 2014 Sligo Rovers F.C. season סליגו רוברס 2014 Summer Youth Olympics אולימפיאדת הנוער 2014 Swedish general election הבחירות הכלליות בשוודיה 2014 2014 Sydney hostage crisis משבר בני הערובה בסידני 2014 Teen Choice Awards פרסי בחירת הנוער 2014 2014 Tunisian parliamentary election הבחירות הכלליות בתוניסיה 2014 2014 UEFA Champions League Final גמר ליגת האלופות 2014 2014 United States elections הבחירות בארצות הברית 2014 Vietnam anti-China protests ההפגנות נגד סין בווייטנאם 2014 Wimbledon Championships אליפות וימבלדון 2014 2014 Winter Olympics אולימפיאדת סוצ'י 2014 Winter Paralympics אולימפיאדת הנכים סוצ'י 2014 albums קטגוריה:אלבומי 2014 2014 books קטגוריה:ספרי 2014 2014 by country קטגוריה:2014 לפי מדינות 2014 disasters קטגוריה:אסונות ב-2014 2014 films קטגוריה:סרטי 2014 2014 in Israel 2014 בישראל 2014 in Israel קטגוריה:2014 בישראל 2014 in Russia 2014 ברוסיה 2014 in Ukraine קטגוריה:2014 באוקראינה 2014 in association football קטגוריה:תחרויות כדורגל ב-2014 2014 in chess קטגוריה:תחרויות שחמט ב-2014 2014 in film 2014 בקולנוע 2014 in music קטגוריה:2014 במוזיקה 2014 in politics קטגוריה:2014 בפוליטיקה 2014 in sports 2014 בספורט 2014 in sports קטגוריה:2014 בספורט 2014 in the United States 2014 בארצות הברית 2014 in the United States קטגוריה:2014 בארצות הברית 2014 kidnapping and murder of Israeli teenagers רצח שלושת הנערים 2014 natural disasters קטגוריה:אסונות טבע ב-2014 2014 pro-Russian unrest in Ukraine מלחמת האזרחים באוקראינה 2014 protests קטגוריה:מחאות ב-2014 2014 software קטגוריה:תוכנות שהושקו ב-2014 2014 songs קטגוריה:שירי 2014 2014 video games קטגוריה:משחקי וידאו משנת 2014 2014 works קטגוריה:יצירות משנת 2014 2014–15 Israel State Cup גביע המדינה 2014/2015 2014–15 Israeli Premier League עונת 2014/2015 בליגת העל 2014–15 Liga Leumit עונת 2014/2015 בליגה הלאומית 2014–15 NBA season עונת 2014/2015 ב-NBA 2014–15 Scottish Premiership עונת 2014/2015 בליגת העל הסקוטית 2014–15 UEFA Champions League עונת 2014/2015 בליגת האלופות 2015 2015 2015 קטגוריה:2015 2015 AFC Asian Cup גביע אסיה בכדורגל 2015 2015 Africa Cup of Nations גביע אפריקה לאומות 2015 2015 Allsvenskan עונת 2015 בליגת העל השוודית 2015 Ankara bombings הפיגועים באנקרה 2015 Bamako hotel attack הפיגוע במאלי 2015 Bangkok bombing הפיגוע בבנגקוק 2015 Beirut bombings הפיגועים בביירות 2015 CONCACAF Gold Cup גביע הזהב 2015 2015 Canadian federal election הבחירות הפדרליות בקנדה 2015 Colombian landslide מפולת הבוץ בקולומביה 2015 Copa América קופה אמריקה 2015 2015 Copa América Final גמר קופה אמריקה 2015 2015 Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 2015 2015 Copenhagen shootings פיגועי הירי בקופנהגן 2015 Davis Cup גביע דייוויס 2015 2015 Estonian parliamentary election הבחירות לפרלמנט באסטוניה 2015 2015 European Games המשחקים האירופיים 2015 European Judo Championships אליפות אירופה בג'ודו 2015 2015 European Short Course Swimming Championships אליפות אירופה בשחייה 2015 2015 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2015 2015 FIFA Women's World Cup גביע העולם בכדורגל נשים 2015 2015 FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות מונדיאל 2015 2015 FIFA corruption case פרשת השחיתות בפיפ"א 2015 2015 Formula One season פורמולה 1 עונת 2015 2015 French Open אליפות צרפת הפתוחה 2015 2015 Greek bailout referendum משאל העם ביוון 2015 Illapel earthquake רעידת האדמה בצ'ילה 2015 Indian heat wave גל החום בהודו 2015 Israeli legislative election הבחירות לכנסת העשרים 2015 Juba An-12 crash התרסקות האנטונוב בג'ובה 2015 List of violent incidents in the Israeli–Palestinian conflict הסכסוך הישראלי-פלסטיני 2015 Mina stampede אסון העלייה לרגל במכה 2015 Myanmar general election הבחירות הכלליות במיאנמר 2015 2015 NBA Development League Expansion Draft דראפט ההרחבה של שנת 2015 בליגת הפיתוח של ה-NBA 2015 Nigerian general election הבחירות הכלליות בניגריה 2015 2015 Russian Sukhoi Su-24 shootdown הפלת ה-SU-24 הרוסי על ידי טורקיה 2015 San Bernardino attack פיגוע הירי בסן ברנרדינו 2015 Sana'a mosque bombings מתקפת הטרור במסגדי צנעא 2015 Sousse attacks הפיגוע בסוסה 2015 Summer Universiade אוניברסיאדת קוואנגג'ו 2015 Teen Choice Awards פרסי בחירת הנוער 2015 2015 Tianjin explosions אסון טיינג'ין 2015 Tunis bombing פיגוע ההתאבדות בתוניס 2015 UEFA Champions League Final גמר ליגת האלופות 2015 2015 UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 - 2015 2015 UEFA Women's Under-19 Championship אליפות אירופה בכדורגל לנערות עד גיל 19 - 2015 2015 United Kingdom general election הבחירות הכלליות בבריטניה 2015 United Nations Climate Change Conference ועידת האומות המאוחדות לשינוי אקלים 2015 Villa Castelli mid-air collision התרסקות המסוקים בוויז'ה קסטלי 2015 Wimbledon Championships אליפות וימבלדון 2015 2015 World Aquatics Championships אליפות העולם בשחייה 2015 2015 World Championships in Athletics אליפות העולם באתלטיקה 2015 2015 World Rally Championship עונת 2015 באליפות העולם בראלי 2015 albums קטגוריה:אלבומי 2015 2015 books קטגוריה:ספרי 2015 2015 by country קטגוריה:2015 לפי מדינות 2015 disasters קטגוריה:אסונות ב-2015 2015 films קטגוריה:סרטי 2015 2015 in Israel 2015 בישראל 2015 in Israel קטגוריה:2015 בישראל 2015 in Russia 2015 ברוסיה 2015 in chess קטגוריה:תחרויות שחמט ב-2015 2015 in film 2015 בקולנוע 2015 in music קטגוריה:2015 במוזיקה 2015 in politics קטגוריה:2015 בפוליטיקה 2015 in sports 2015 בספורט 2015 in sports קטגוריה:2015 בספורט 2015 in technology קטגוריה:2015 בטכנולוגיה 2015 in the United States 2015 בארצות הברית 2015 in the United States קטגוריה:2015 בארצות הברית 2015 in transport קטגוריה:2015 בתחבורה 2015 software קטגוריה:תוכנות שהושקו ב-2015 2015 songs קטגוריה:שירי 2015 2015 video games קטגוריה:משחקי וידאו משנת 2015 2015 works קטגוריה:יצירות משנת 2015 2015–16 Israel State Cup גביע המדינה 2015/2016 2015–16 Israeli Premier League עונת 2015/2016 בליגת העל 2015–16 Liga Leumit עונת 2015/2016 בליגה הלאומית 2015–16 NBA season עונת 2015/2016 ב-NBA 2015–16 New Zealand flag referendums 2015–2016 משאלי העם לבחירת דגל ניו זילנד 2015–16 UEFA Champions League עונת 2015/2016 בליגת האלופות 2015–16 UEFA Europa League עונת 2015/2016 בליגה האירופית 2016 2016 2016 קטגוריה:2016 2016 Allsvenskan עונת 2016 בליגת העל השוודית 2016 Atatürk Airport attack הפיגוע בנמל התעופה איסטנבול אטאטורק 2016 Australian federal election הבחירות הפדרליות באוסטרליה 2016 Brussels bombings הפיגועים בבריסל 2016 Ecuador earthquake רעידת האדמה באקוודור 2016 European Aquatics Championships אליפות אירופה בשחייה 2016 2016 European Athletics Championships אליפות אירופה באתלטיקה 2016 2016 FIA World Rallycross Championship אליפות העולם בראלי-קרוס עונת 2016 2016 FIFA Club World Cup אליפות העולם לקבוצות כדורגל 2016 2016 Formula One season פורמולה 1 עונת 2016 2016 Fort McMurray wildfire השריפה בפורט מקמרי 2016 French Open אליפות צרפת הפתוחה 2016 2016 Grand-Bassam shootings מתקפת הטרור בגראן-בסאם 2016 IAAF World Indoor Championships אליפות העולם באתלטיקה באולם 2016 2016 IIHF World Championship אליפות העולם בהוקי קרח 2016 2016 Jakarta attacks הפיגוע בג'קרטה 2016 Jerusalem bus bombing הפיגוע בקו 12 2016 Kumamoto earthquakes רעידות האדמה ביפן 2016 Lahore suicide bombing הפיגוע בלאהור 2016 MotoGP season עונת 2016 ב-MotoGP 2016 OFC Nations Cup גביע אוקיאניה לאומות 2016 2016 Orlando nightclub shooting פיגוע הירי במועדון הלהט"ב באורלנדו 2016 Summer Olympics אולימפיאדת ריו דה ז'ניירו 2016 Summer Olympics קטגוריה:אולימפיאדת ריו דה ז'ניירו 2016 Summer Paralympics אולימפיאדת הנכים ריו דה ז'ניירו 2016 Teen Choice Awards פרסי בחירת הנוער 2016 2016 UEFA Champions League Final גמר ליגת האלופות 2016 2016 United Kingdom European Union membership referendum משאל העם על חברות הממלכה המאוחדת באיחוד האירופי 2016 United States elections הבחירות בארצות הברית 2016 United States presidential candidates קטגוריה:מועמדים לנשיאות ארצות הברית ב-2016 2016 United States presidential election הבחירות לנשיאות ארצות הברית 2016 2016 World Rally Championship עונת 2016 באליפות העולם בראלי 2016 albums קטגוריה:אלבומי 2016 2016 books קטגוריה:ספרי 2016 2016 by country קטגוריה:2016 לפי מדינות 2016 disasters קטגוריה:אסונות ב-2016 2016 films קטגוריה:סרטי 2016 2016 in Israel 2016 בישראל 2016 in Israel קטגוריה:2016 בישראל 2016 in Russia 2016 ברוסיה 2016 in film 2016 בקולנוע 2016 in sports 2016 בספורט 2016 in sports קטגוריה:2016 בספורט 2016 in the United Kingdom קטגוריה:2016 בממלכה המאוחדת 2016 in the United States 2016 בארצות הברית 2016 in the United States קטגוריה:2016 בארצות הברית 2016 natural disasters קטגוריה:אסונות טבע ב-2016 2016 songs קטגוריה:שירי 2016 2016 video games קטגוריה:משחקי וידאו משנת 2016 2016–17 Israeli Premier League עונת 2016/2017 בליגת העל 2016–17 NBA season עונת 2016/2017 ב-NBA 2016–17 UEFA Champions League עונת 2016/2017 בליגת האלופות 2016–17 UEFA Europa League עונת 2016/2017 בליגה האירופית 2017 2017 2017 קטגוריה:2017 2017 Africa Cup of Nations גביע אפריקה לאומות 2017 2017 FIFA Confederations Cup גביע הקונפדרציות 2017 2017 films קטגוריה:סרטי 2017 2017 in sports קטגוריה:2017 בספורט 2018 2018 2018 Commonwealth Games משחקי חבר העמים 2018 2018 FIFA World Cup מונדיאל 2018 2018 FIFA World Cup קטגוריה:מונדיאל 2018 2018 FIFA World Cup qualification מוקדמות מונדיאל 2018 2018 FIFA World Cup qualification מוקדמות מונדיאל 2018 - אירופה 2018 FIFA World Cup qualification מוקדמות מונדיאל 2018 - אסיה 2018 FIFA World Cup qualification מוקדמות מונדיאל 2018 - אפריקה 2018 Winter Olympics אולימפיאדת פיונגצ'אנג 2018 and 2022 FIFA World Cup bids המכרזים לבחירת המארחות של מונדיאל 2018 ומונדיאל 2022 2018 films קטגוריה:סרטי 2018 2018 in sports קטגוריה:2018 בספורט 2019 2019 2019 AFC Asian Cup גביע אסיה בכדורגל 2019 202 202 2020 2020 2020 Summer Olympics אולימפיאדת טוקיו 2020 Summer Olympics קטגוריה:אולימפיאדת טוקיו 2020s שנות ה-20 של המאה ה-21 2021 2021 2022 2022 2022 FIFA World Cup מונדיאל 2022 2022 Winter Olympics אולימפיאדת בייג'ינג 2023 2023 2024 2024 2025 2025 2026 2026 2027 2027 2028 2028 2029 2029 203 203 2030 2030 204 204 2048 2048 205 205 206 206 2060 Chiron כיירון 2069 Hubble האבל 207 207 208 208 209 209 20s BC 20-29 לפנה"ס 20th Century Fox פוקס המאה ה-20 20th Century Fox films קטגוריה:סרטי פוקס המאה ה-20 20th Chess Olympiad אולימפיאדת השחמט 1972 20th Knesset קטגוריה:הכנסת העשרים 20th Mountain Army הארמייה ההררית ה-20 20th arrondissement of Paris הרובע העשרים של פריז 20th arrondissement of Paris קטגוריה:הרובע העשרים של פריז 20th century המאה ה-20 20th century קטגוריה:המאה ה-20 20th century BC המאה ה-20 לפנה"ס 20th century in music קטגוריה:מוזיקה של המאה ה-20 20th hijacker החוטף ה-20 בפיגועי 11 בספטמבר 20th-century books קטגוריה:ספרי המאה ה-20 20th-century composers קטגוריה:מלחינים מן המאה ה-20 20th-century films קטגוריה:סרטי המאה ה-20 20th-century paintings קטגוריה:ציורים מהמאה ה-20 20th-century philosophers קטגוריה:פילוסופים של המאה ה-20 20th-century philosophy פילוסופיה של המאה העשרים 20th-century plays קטגוריה:מחזות מהמאה ה-20 20th-century popes קטגוריה:אפיפיורים במאה ה-20 20th-century revolutions קטגוריה:מהפכות במאה ה-20 20th-century television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור במאה ה-20 20th-century treaties קטגוריה:חוזים והסכמים במאה ה-20 20th-century works קטגוריה:יצירות המאה ה-20 20th-century years by country קטגוריה:המאה ה-20 לפי מדינה 21 21 21 Grams 21 גרם 21 Jump Street רחוב ג'אמפ 21 210 210 210 Squadron טייסת 210 210s BC 210-219 לפנה"ס 211 211 211 Crew צוות 211 2112 2112 212 212 213 213 214 214 2147483647 2,147,483,647 215 215 216 216 216 Kleopatra קלאופטרה 2163 Korczak קורצ'אק 217 217 218 218 219 219 21st Army הארמייה ה-21 21st Army Group קבוצת הארמיות ה-21 21st Century Breakdown 21st Century Breakdown 21st Chess Olympiad אולימפיאדת השחמט 1974 21st Waffen Mountain Division of the SS Skanderbeg דיוויזיית אס אס הררית ה-21 21st World Scout Jamboree ג'מבורי הצופים העולמי ה-21 21st century המאה ה-21 21st century קטגוריה:המאה ה-21 21st century BC המאה ה-21 לפנה"ס 21st century BC קטגוריה:המאה ה-21 לפנה"ס 21st century in music קטגוריה:מוזיקה של המאה ה-21 21st-century books קטגוריה:ספרי המאה ה-21 21st-century composers קטגוריה:מלחינים מן המאה ה-21 21st-century films קטגוריה:סרטי המאה ה-21 21st-century plays קטגוריה:מחזות מהמאה ה-21 21st-century popes קטגוריה:אפיפיורים במאה ה-21 21st-century television series debuts קטגוריה:תוכניות טלוויזיה שעלו לשידור במאה ה-21 21st-century treaties קטגוריה:חוזים והסכמים במאה ה-21 21st-century works קטגוריה:יצירות המאה ה-21 21st-century years by country קטגוריה:המאה ה-21 לפי מדינה 22 22 22 Jump Street רחוב ג'אמפ 22 22 Scorpii 22 בעקרב 220 220 220s BC 220-229 לפנה"ס 221 221 221B Baker Street רחוב בייקר 221 ב' 222 222 223 223 224 224 225 225 226 226 227 227 228 228 229 229 22nd Chess Olympiad אולימפיאדת השחמט 1976 22nd World Scout Jamboree ג'מבורי הצופים העולמי ה-22 22nd century BC המאה ה-22 לפנה"ס 23 23 23 Marina 23 מארינה 230 230 230s BC 230-239 לפנה"ס 231 231 232 232 233 233 234 234 235 235 236 236 237 237 238 238 239 239 23andMe 23andMe 23rd Chess Olympiad אולימפיאדת השחמט 1978 23rd Waffen Mountain Division of the SS Kama דיוויזיית אס אס הררית ה-23 23rd century BC המאה ה-23 לפנה"ס 24 24 24 קטגוריה:24 24 Hours עשרים וארבע שעות 24 Hours of Daytona מרוץ 24 השעות של דייטונה 24 Hours of Le Mans מרוץ 24 השעות של לה מאן 24 Hours with... 24 שעות עם... 24-hour clock שעון בן 24 שעות 240 240 240s BC 240-249 לפנה"ס 241 241 242 242 243 243 243 Ida אידה 244 244 245 245 246 246 247 247 248 248 249 249 24: Redemption 24: גאולה 24th Army הארמייה ה-24 24th Chess Olympiad אולימפיאדת השחמט 1980 24th century BC המאה ה-24 לפנה"ס 25 25 25 Bank Street רחוב בנק 25 250 250 250s BC 250-259 לפנה"ס 251 251 25143 Itokawa איטוקוואה 252 252 253 253 253 Squadron טייסת 253 254 254 254 Squadron טייסת 254 255 255 256 256 257 257 258 258 259 259 25th Army הארמייה ה-25 25th Chess Olympiad אולימפיאדת השחמט 1982 25th Hour השעה ה-25 25th century BC המאה ה-25 לפנה"ס 26 26 26 Baku Commissars קומונת בקו 26 Broadway ברודוויי 26 260 260 2600: The Hacker Quarterly 2600: The Hacker Quarterly 260s BC 260-269 לפנה"ס 261 261 262 262 263 263 264 264 265 265 266 266 267 267 268 268 269 269 26th Chess Olympiad אולימפיאדת השחמט 1984 26th century BC המאה ה-26 לפנה"ס 27 27 27 Club מועדון 27 270 270 271 271 272 272 273 273 274 274 274301 Wikipedia ויקיפדיה 275 275 276 276 277 277 278 278 279 279 27th Chess Olympiad אולימפיאדת השחמט 1986 27th century BC המאה ה-27 לפנה"ס 28 28 28 Days Later 28 יום אחרי 28 Liberty Street צ'ייס מנהטן פלאזה 1 280 280 280 BC 270-279 לפנה"ס 281 281 282 282 283 283 284 284 285 285 286 286 287 287 288 288 289 289 28th Army הארמייה ה-28 28th Chess Olympiad אולימפיאדת השחמט 1988 28th century BC המאה ה-28 לפנה"ס 28th century BC קטגוריה:המאה ה-28 לפנה"ס 29 29 290 290 290 BC 280-289 לפנה"ס 290s BC 290-299 לפנה"ס 291 291 292 292 293 293 294 294 295 295 296 296 297 297 298 298 298 Baptistina בפטיסטינה 299 299 29er 29er 29th Chess Olympiad אולימפיאדת השחמט 1990 29th century BC המאה ה-29 לפנה"ס 29th century BC קטגוריה:המאה ה-29 לפנה"ס 2K11 Krug 2K11 קרוג 2K12 Kub 2K12 קוב 2K22 Tunguska 9K22 טונגוסקה 2K6 Luna 2K6 לונה 2M1207b 2M1207b 2NE1 2NE1 2PM 2PM 2Pac Live 2Pac Live 2Pacalypse Now 2Pacalypse Now 2nd Army הארמייה השנייה 2nd Baron Chelmsford Frederic Thesiger הברון השני מצ'למספורד פרדריק תסיגר 2nd Baron Rothschild Walter Rothschild וולטר רוטשילד 2nd Baron Tennyson Hallam Tennyson ברון טניסון השני הלם טניסון 2nd Belorussian Front החזית הבלארוסית השנייה 2nd Chess Olympiad אולימפיאדת השחמט 1928 2nd Division הדיוויזיה השנייה 2nd Duchess of Marlborough Henrietta Godolphin הדוכסית השנייה ממרלבורו הנרייטה גודולפין 2nd Duke of Buckingham Henry Stafford הדוכס השני מבקינגהאם הנרי סטאפורד 2nd Duke of Connaught and Strathearn Alastair Windsor דוכס קונוט וסטראת'רן אלסטייר וינדזור 2nd Duke of Ormonde James Butler הדוכס השני מאורמונד ג'יימס באטלר 2nd Duke of York Edward of Norwich דוכס יורק אדוארד מנוריץ' 2nd Earl Grey Charles Grey רוזן גריי השני צ'ארלס גריי 2nd Earl of Balfour Gerald Balfour ג'ראלד בלפור 2nd Earl of Dudley William Humble Ward ארל דדלי השני ויליאם וורד 2nd Earl of Feversham Louis de Duras הרוזן השני מפברשאם לואי דה דוראס 2nd Earl of Liverpool Arthur Foljambe רוזן ליברפול השני ארתור פולג'ם 2nd Earl of Liverpool Robert Jenkinson רוברט ג'נקינסון 2nd Earl of Nottingham Daniel Finch הרוזן השני מנוטינגהאם דניאל פינץ' 2nd Earl of Shelburne William Petty ויליאם פטי 2nd Earl of Shrewsbury John Talbot הרוזן השני משרוסברי ג'ון טלבוט 2nd Earl of Sunderland Robert Spencer הרוזן השני מסנדרלנד רוברט ספנסר 2nd Guards Army ארמיית המשמר השנייה 2nd Infantry Division הדיוויזיה השנייה 2nd Marquess of Linlithgow Victor Hope המרקיז השני מלינלית'גו ויקטור הופ 2nd Marquess of Normanby George Phipps מרקיז נורמנבי השני ג'ורג' פיפס 2nd Marquess of Rockingham Charles Watson-Wentworth המרקיז השני מרוקינגהם צ'ארלס ווטסון-ונטוורת' 2nd Marquis of Estella Miguel Primo de Rivera מיגל פרימו דה ריברה 2nd Panzer Army ארמיית הפאנצר השנייה 2nd SS Panzer Division Das Reich דיוויזיית אס אס "דאס רייך" 2nd Viscount Melbourne William Lamb ויליאם לם 2nd arrondissement of Paris הרובע השני של פריז 2nd arrondissement of Paris קטגוריה:הרובע השני של פריז 2nd century המאה ה-2 2nd century קטגוריה:המאה ה-2 2nd century BC המאה ה-2 לפנה"ס 2nd century BC קטגוריה:המאה ה-2 לפנה"ס 2nd millennium BC האלף ה-2 לפנה"ס 2nd millennium BC קטגוריה:האלף ה-2 לפנה"ס 2nd unofficial Chess Olympiad אולימפיאדת השחמט 1926 2nd-century BC books קטגוריה:ספרי המאה ה-2 לפנה"ס 2nd-century BC works קטגוריה:יצירות המאה ה-2 לפנה"ס 2nd-century books קטגוריה:ספרי המאה ה-2 2nd-century popes קטגוריה:אפיפיורים במאה ה-2 2–3 tree עץ 2-3 2–3–4 tree עץ 2-3-4 3 3 3 A.M. Wednesday Morning 3 A.M. Wednesday Morning 3 Baruch חזון ברוך ב' 3 Days to Kill 3 ימים להרוג 3 Doors Down 3 דורז דאון 3 Juno יונו 3 Maccabees ספר מקבים ג 3 Tammuz ג' בתמוז 3 Words 3 Words 3-2-1 Contact 1-2-3 מגע 3. Liga הליגה השלישית 30 30 30 Herculis 30 בהרקולס 30 Rock רוק 30 30 Rockefeller Plaza בניין ג'י אי 30 St Mary Axe מגדל סוויס רה 300 300 3000 Leagues in Search of Mother הלב 3000 metres steeplechase ריצת 3000 מטר מכשולים 300: Rise of an Empire 300: עליית האימפריה 300s BC 300-309 לפנה"ס 301 301 302 302 303 303 304 304 305 305 306 306 307 307 308 308 309 309 3096 3096 ימים 30s BC 30-39 לפנה"ס 30th Chess Olympiad אולימפיאדת השחמט 1992 30th century BC המאה ה-30 לפנה"ס 31 31 310 310 310s BC 310-319 לפנה"ס 311 311 312 312 313 313 313 קטגוריה:313 314 314 315 315 316 316 317 317 318 318 319 319 319th Division עוצבת המפץ 31st Chess Olympiad אולימפיאדת השחמט 1994 32 32 320 320 321 321 322 322 323 323 323 Brucia ברוסיה 324 324 325 325 326 326 327 327 328 328 329 329 32nd Chess Olympiad אולימפיאדת השחמט 1996 33 33 330 330 330 BC 320-329 לפנה"ס 330 North Wabash בניין IBM 330 West 42nd Street רחוב 42 מערב 330 331 331 332 332 333 333 333 משתמש:A3A3A3A 334 334 335 335 336 336 337 337 338 338 339 339 33rd Chess Olympiad אולימפיאדת השחמט 1998 33rd Waffen Grenadier Division of the SS Charlemagne דיוויזיית שרלמאן 34 34 340 340 340 BC 330-339 לפנה"ס 341 341 342 342 343 343 344 344 345 345 345th Independent Guards Airborne Regiment המשמר העצמאי של הרגימנט המוטס ה-345 346 346 347 347 348 348 349 349 34th Chess Olympiad אולימפיאדת השחמט 2000 34th Street רחוב 34 35 35 350 350 350 BC 340-349 לפנה"ס 351 351 352 352 353 353 354 354 355 355 356 356 3566 Levitan לויתן 357 357 358 358 359 359 35th Chess Olympiad אולימפיאדת השחמט 2002 36 36 360 360 360 BC 350-359 לפנה"ס 361 361 362 362 363 363 364 364 365 365 366 366 366th Division אוגדת הבשן 367 367 367943 Duende דואנדה 368 368 369 369 36th Chess Olympiad אולימפיאדת השחמט 2004 36th Division עוצבת געש 37 37 370 370 370 BC 360-369 לפנה"ס 371 371 372 372 373 373 374 374 375 375 376 376 377 377 378 378 379 379 37th Chess Olympiad אולימפיאדת השחמט 2006 38 38 38 Special .38 Special 380 380 380 BC 370-379 לפנה"ס 381 381 382 382 383 383 383 Madison Avenue בניין בר סטרנס 384 384 385 385 386 386 387 387 388 388 389 389 38th Chess Olympiad אולימפיאדת השחמט 2008 38th parallel north קו רוחב 38 צפון 39 39 39 Cancri 39 בסרטן 390 390 390 BC 380-389 לפנה"ס 391 391 392 392 393 393 394 394 395 395 396 396 397 397 398 398 399 399 39th Chess Olympiad אולימפיאדת השחמט 2010 3:10 to Yuma 3:10 ליומה 3C 48 3C 48 3D תלת-ממד 3D Monster Maze 3D Monster Maze 3D Realms 3D Realms 3D Test of Antisemitism מבחן שלושת ה-D-ים לאנטישמיות 3D XPoint 3D XPoint 3D computer graphics גרפיקת תלת-ממד 3D computer graphics קטגוריה:גרפיקת תלת-ממד 3D film סרט תלת-ממד 3D films קטגוריה:סרטי תלת-ממד 3D graphics software קטגוריה:תוכנות תלת ממד 3D modeling מידול תלת-ממדי 3D printing הדפסה תלת-ממדית 3D printing קטגוריה:הדפסה תלת-ממדית 3D radar מכ"ם תלת-ממדי 3D rendering רינדור גרפיקת תלת-ממד 3D scanner סורק תלת ממדי 3DNow! 3DNow! 3DO Interactive Multiplayer 3DO 3G דור 3 3GPP 3GPP 3M 3M 3M-54 Klub 3M-54 Klub 3OH!3 3OH!3 3ds 3ds 3rd Army הארמייה השלישית 3rd Baron Denman Thomas Denman ברון דנמן השלישי תומאס דנמן 3rd Baron Rayleigh John William Strutt ג'ון ויליאם סטראט ריילי 3rd Baronet Sir John Fenwick הברונט השלישי ג'ון פנוויק 3rd Belorussian Front החזית הבלארוסית השלישית 3rd Chess Olympiad אולימפיאדת השחמט 1930 3rd Duke of Buckingham Edward Stafford הדוכס השלישי מבקינגהאם אדוארד סטאפורד 3rd Duke of Cumberland and Teviotdale Prince Ernest Augustus נסיך הכתר של הנובר ארנסט אוגוסט 3rd Duke of Grafton Augustus FitzRoy אוגוסטוס פיצרוי 3rd Duke of Marlborough Charles Spencer הדוכס השלישי ממרלבורו צ'ארלס ספנסר 3rd Duke of Norfolk Thomas Howard דוכס נורפוק תומאס הווארד 3rd Duke of Portland William Cavendish-Bentinck ויליאם קוונדיש 3rd Duke of Suffolk Edmund de la Pole הדוכס השלישי מסאפוק אדמונד דה לה פול 3rd Earl of Bute John Stuart הרוזן מביוט ג'ון סטיוארט 3rd Earl of Clarendon Edward Hyde הרוזן השלישי מקלרנדון אדוארד הייד 3rd Earl of Shrewsbury John Talbot הרוזן השלישי משרוסברי ג'ון טלבוט 3rd Earl of Sunderland Charles Spencer הרוזן השלישי מסנדרלנד צ'ארלס ספנסר 3rd Marquess of Salisbury Robert Gascoyne-Cecil רוברט גסקוין ססיל 3rd Panzer Army ארמיית הפאנצר השלישית 3rd Rock from the Sun מפגשים מהסוג האישי 3rd SS Panzer Division Totenkopf דיוויזיית האס אס השלישית 3rd Ukrainian Front החזית האוקראינית השלישית 3rd Viscount Palmerston Henry John Temple הנרי טמפל 3rd Viscount Samuel David Samuel דוד סמואל 3rd arrondissement of Paris הרובע השלישי של פריז 3rd arrondissement of Paris קטגוריה:הרובע השלישי של פריז 3rd century המאה ה-3 3rd century קטגוריה:המאה ה-3 3rd century BC המאה ה-3 לפנה"ס 3rd century BC קטגוריה:המאה ה-3 לפנה"ס 3rd millennium BC האלף ה-3 לפנה"ס 3rd millennium BC קטגוריה:האלף ה-3 לפנה"ס 3rd unofficial Chess Olympiad אולימפיאדת השחמט 1936 3rd-century BC books קטגוריה:ספרי המאה ה-3 לפנה"ס 3rd-century books קטגוריה:ספרי המאה ה-3 3rd-century popes קטגוריה:אפיפיורים במאה ה-3 3x3 כדורסל 3x3 4 4 4 Maccabees ספר מקבים ד 4 Minutes 4 Minutes 4 Times Square בניין קונדה נאסט 4 Vesta וסטה 4-Aminopyridine פמפרידין 4.48 Psychosis 4.48 פסיכוזה 40 40 40 Bank Street רחוב בנק 40 40 Days and 40 Nights לא יכול בלי 400 400 400 BC 390-399 לפנה"ס 400 metres ריצת 400 מטר 400 metres hurdles ריצת 400 מטר משוכות 400s BC 400-409 לפנה"ס 401 401 401st Brigade חטיבה 401 402 402 403 403 404 404 405 405 406 406 407 407 408 408 409 409 40s BC 40-49 לפנה"ס 40th Chess Olympiad אולימפיאדת השחמט 2012 41 41 410 410 410s BC 410-419 לפנה"ס 411 411 412 412 413 413 414 414 415 415 416 416 417 417 418 418 419 419 41st Annie Awards טקס פרסי אנני ה-41 41st Chess Olympiad אולימפיאדת השחמט 2014 42 42 420 420 420s BC 420-429 לפנה"ס 421 421 422 422 423 423 424 424 425 425 426 426 427 427 428 428 429 429 42nd Annie Awards טקס פרסי אנני ה-42 42nd Street רחוב 42 43 43 43 Things 43 Things 430 430 430s BC 430-439 לפנה"ס 431 431 432 432 433 433 433 Eros ארוס 434 434 434 Hungaria הונגריה 435 435 436 436 437 437 438 438 439 439 44 44 44 Andromedae 44 באנדרומדה 440 440 440s BC 440-449 לפנה"ס 441 441 442 442 443 443 444 444 445 445 446 446 447 447 448 448 449 449 45 45 450 450 450s BC 450-459 לפנה"ס 451 451 452 452 453 453 454 454 455 455 456 456 457 457 458 458 459 459 45th Academy Awards טקס פרסי אוסקר ה-45 46 46 460 460 460s BC 460-469 לפנה"ס 460th Brigade חטיבה 460 461 461 462 462 463 463 464 464 465 465 466 466 467 467 468 468 469 469 47 47 47 Tucanae 47 בטוקאן 470 470 470s BC 470-479 לפנה"ס 471 471 472 472 473 473 474 474 475 475 476 476 477 477 478 478 479 479 48 48 48 Hour Film Project פרויקט סרטים של 48 שעות 480 480 480s BC 480-489 לפנה"ס 481 481 482 482 483 483 484 484 485 485 486 486 487 487 488 488 489 489 48th Annual Grammy Awards טקס הגראמי ה-48 49 49 490 490 490s BC 490-499 לפנה"ס 491 491 492 492 493 493 494 494 495 495 496 496 497 497 498 498 499 499 49er 49er 49th Annual Grammy Awards טקס הגראמי ה-49 4D film סרט ארבע-ממד 4G 4G 4K resolution 4K 4Kids TV 4Kids 4QMMT מגילת מקצת מעשי התורה 4TeamBracket תבנית:חצי גמר 4chan 4chan 4th Armoured Division הדיוויזיה הרביעית 4th Army הארמייה הרביעית 4th Baron Harlech William Ormsby-Gore ויליאם אורמסבי-גור 4th Baron Rothschild Jacob Rothschild נתנאל צ'ארלס ג'ייקוב רוטשילד 4th Chess Olympiad אולימפיאדת השחמט 1931 4th Duke of Devonshire William Cavendish הדוכס הרביעי מדבונשייר ויליאם קוונדיש 4th Duke of Marlborough George Spencer הדוכס הרביעי ממרלבורו ג'ורג' ספנסר 4th Earl Grey Albert Grey אלברט גריי 4th Earl of Aberdeen George Hamilton-Gordon ג'ורג' המילטון-גורדון 4th Earl of Chesterfield Philip Stanhope הרוזן הרביעי מצ'סטרפילד פיליפ סטנהופ 4th Earl of Onslow William Onslow רוזן אונסלו הרביעי ויליאם אונסלו 4th Earl of Shrewsbury George Talbot הרוזן הרביעי משרוסברי ג'ורג' טלבוט 4th Infantry Division הדיוויזיה הרביעית 4th Knesset קטגוריה:הכנסת הרביעית 4th Panzer Army ארמיית הפאנצר הרביעית 4th Ukrainian Front החזית האוקראינית הרביעית 4th arrondissement of Paris הרובע הרביעי של פריז 4th arrondissement of Paris קטגוריה:הרובע הרביעי של פריז 4th century המאה ה-4 4th century קטגוריה:המאה ה-4 4th century BC המאה ה-4 לפנה"ס 4th century BC קטגוריה:המאה ה-4 לפנה"ס 4th millennium BC האלף ה-4 לפנה"ס 4th millennium BC קטגוריה:האלף ה-4 לפנה"ס 4th of August Regime משטר ה-4 באוגוסט 4th-century BC books קטגוריה:ספרי המאה ה-4 לפנה"ס 4th-century books קטגוריה:ספרי המאה ה-4 4th-century popes קטגוריה:אפיפיורים במאה ה-4 4′33″ 4′33″ 5 5 5 Broken Cameras חמש מצלמות שבורות 5 December 2005 HaSharon Mall suicide bombing הפיגוע בקניון השרון 5 Seconds of Summer 5 Seconds Of Summer 5 Seconds of Summer 5 Seconds of Summer 5-HO-DiPT 5-HO-DiPT 5-alpha reductase 5-אלפא רדוקטאז 5.56×45mm NATO 5.56x45 מ"מ נאט"ו 50 50 50 Cent 50 סנט 50 First Dates 50 דייטים ראשונים 50 Greatest Euroleague Contributors 50 התורמים הגדולים ליורוליג 50 Greatest Players in NBA History 50 השחקנים הגדולים בתולדות ה-NBA 50 cent euro coin 50 אירו-סנט 50/50 50/50 500 500 500 Days of Summer 500 ימים עם סאמר 500 Miles 500 Miles 500 home run club מועדון חובטי 500 הום ראנס 5000 metres ריצת 5000 מטר 50000 Quaoar קווה-וואר 500px Greatest Hits Back To The Start.jpg תמונה:Megadeth backtothestart.jpg 500s BC 500-509 לפנה"ס 500th Brigade חטיבה 500 501 501 502 502 503 503 504 504 505 505 506 506 506th Infantry Regiment E Company הדיוויזיה המוטסת ה-101 רגימנט 506 פלוגה ה' 507 507 508 508 509 509 50s BC 50-59 לפנה"ס 50–40–90 club מועדון ה-50-40-90 51 51 510 510 511 511 512 512 513 513 514 514 515 515 5150: Home 4 tha Sick 5150: Home 4 tha Sick 516 516 517 517 518 518 51823 Rickhusband ריקהאסבנד 51828 Ilanramon אילנרמון 519 519 51st Army הארמייה ה-51 52 52 52-hertz whale לווייתן ה-52 הרץ 520 520 521 521 522 522 523 523 524 524 525 525 526 526 527 527 528 528 529 529 52nd Street רחוב 52 53 53 530 530 531 531 532 532 533 533 534 534 535 535 536 536 537 537 538 538 539 539 54 54 540 540 541 541 542 542 543 543 544 544 545 545 54509 YORP יורפ 546 546 547 547 548 548 549 549 55 55 55 Cancri 55 בסרטן 550 550 550 Madison Avenue בניין AT&T 551 551 552 552 553 553 554 554 555 555 556 556 557 557 558 558 559 559 56 56 560 560 561 561 562 562 563 563 564 564 565 565 566 566 567 567 568 568 569 569 57 57 57 mm anti-tank gun M1943 ZiS-2 570 570 571 571 572 572 573 573 574 574 575 575 576 576 577 577 578 578 579 579 57th Army הארמייה ה-57 57th Street רחוב 57 58 58 580 580 581 581 582 582 583 583 584 584 585 585 586 586 587 587 588 588 588 Achilles אכילס 589 589 59 59 590 590 591 591 592 592 593 593 594 594 595 595 596 596 597 597 598 598 599 599 59th Street רחוב 59 5BX 5BX 5G 5G 5S 5S 5faizan/Islam פורטל:אסלאם 5pm to Whenever 9am to 5pm 17:00 To Whenever 09:00 To 17:00 5th Armoured Division הדיוויזיה החמישית 5th Army הארמייה החמישית 5th Baron Plunket William Plunket ברון פנלקט החמישי ויליאם פלנקט 5th Baronet Sir George Yonge ג'ורג' יאנג 5th Chess Olympiad אולימפיאדת השחמט 1933 5th Division הדיוויזיה החמישית 5th Duke of Marlborough George Spencer-Churchill הדוכס החמישי ממרלבורו ג'ורג' ספנסר-צ'רצ'יל 5th Earl of Carnarvon George Herbert הרוזן החמישי מקרנארבון ג'ורג' הרברט 5th Earl of Leicester Simon de Montfort סימון הרביעי דה מונפור 5th Earl of Morley Montagu Brownlow Parker מונטגיו פרקר 5th Earl of Ranfurly Uchter Knox רוזן רנפרלי החמישי אוצ'טר נוקס 5th Earl of Rosebery Archibald Primrose ארצ'יבולד פרימרוז 5th Knesset קטגוריה:הכנסת החמישית 5th Mountain Division הדיוויזיה ההררית החמישית 5th Panzer Army ארמיית הפאנצר החמישית 5th SS Panzer Division Wiking דיוויזיית פאנצר אס אס החמישית 5th arrondissement of Paris הרובע החמישי של פריז 5th arrondissement of Paris קטגוריה:הרובע החמישי של פריז 5th century המאה ה-5 5th century קטגוריה:המאה ה-5 5th century BC המאה ה-5 לפנה"ס 5th century BC קטגוריה:המאה ה-5 לפנה"ס 5th millennium BC האלף ה-5 לפנה"ס 5th-century books קטגוריה:ספרי המאה ה-5 5th-century popes קטגוריה:אפיפיורים במאה ה-5 5th-century works קטגוריה:יצירות המאה ה-5 6 6 6 Hours of Nürburgring מרוץ 6 השעות של נורבורגרינג 6 Hours of Silverstone מרוץ 6 השעות של סילברסטון 6.5 Supergirls.png קובץ:6.5 Supergirls.png 60 60 60 Minutes 60 דקות 60 metres hurdles ריצת 60 מטר משוכות 600 600 600-ship Navy צי 600 הספינות 601 601 601 Squadron מרכז ניסויי טיסה 602 602 603 603 604 604 605 605 606 606 607 607 608 608 609 609 60s BC 60-69 לפנה"ס 61 61 61 Cygni 61 בברבור 61 Hours 61 שעות 610 610 610 Office משרד 610 611 611 612 612 613 613 613 commandments תרי"ג מצוות 614 614 615 615 616 616 617 617 6174 קבוע קפרקר 618 618 619 619 61x62x61/Sandbox/Project 1 נו-מטאל 61x62x61/Types of Grind גריינדקור 62 62 620 620 621 621 622 622 623 623 624 624 625 625 626 626 627 627 628 628 629 629 62nd Army הארמייה ה-62 63 63 630 630 631 631 632 632 633 633 634 634 635 635 636 636 637 637 638 638 639 639 63rd Army הארמייה ה-63 64 64 64 Studio 64 Studio 640 640 641 641 642 642 643 643 644 644 645 645 646 646 647 647 648 648 649 649 65 65 650 650 651 651 652 652 653 653 654 654 655 655 656 656 657 657 658 658 659 659 65th Army הארמייה ה-65 66 66 66 Andromedae 66 באנדרומדה 660 660 661 661 662 662 663 663 663highland משתמש:663highland 664 664 664 BC 664 לפנה"ס 665 665 666 666 667 667 668 668 669 669 66th Army הארמייה ה-66 67 67 670 670 671 671 672 672 673 673 674 674 675 675 676 676 677 677 678 678 679 679 67P/Churyumov–Gerasimenko צ'וריומוב-גרסימנקו 68 68 680 680 681 681 682 682 683 683 684 684 685 685 686 686 687 687 688 688 689 689 69 69 69 Squadron טייסת 69 690 690 691 691 692 692 693 693 694 694 695 695 696 696 697 697 698 698 699 699 6th Airborne Division הדיוויזיה המוטסת השישית 6th Airlanding Brigade כלניות 6th Army הארמייה השישית 6th Baronet Sir James Fergusson ג'יימס פרגסון 6th Chess Olympiad אולימפיאדת השחמט 1935 6th Duke of Marlborough George Spencer-Churchill הדוכס השישי ממרלבורו ג'ורג' ספנסר-צ'רצ'יל 6th Earl of Derby William Stanley רוזן דרבי ה-6 ויליאם סטנלי 6th Earl of Leicester Simon de Montfort סימון החמישי דה מונפור 6th Earl of Northumberland Henry Percy הרוזן השישי מנורת'מברלנד הנרי פרסי 6th Knesset קטגוריה:הכנסת השישית 6th Panzer Army ארמיית הפאנצר השישית 6th SS Mountain Division Nord דיוויזיית אס אס הררית השישית 6th Viscount Gort John Vereker ויקונט גורט השישי ג'ון ורקר 6th World Festival of Youth and Students פסטיבל הנוער והסטודנטים השישי 6th arrondissement of Paris הרובע השישי של פריז 6th arrondissement of Paris קטגוריה:הרובע השישי של פריז 6th century המאה ה-6 6th century קטגוריה:המאה ה-6 6th century BC המאה ה-6 לפנה"ס 6th century BC קטגוריה:המאה ה-6 לפנה"ס 6th of October שישה באוקטובר 6th of October City שישה באוקטובר 6th-century BC books קטגוריה:ספרי המאה ה-6 לפנה"ס 6th-century books קטגוריה:ספרי המאה ה-6 6th-century popes קטגוריה:אפיפיורים במאה ה-6 7 7 7 July 2005 London bombings הפיגועים בלונדון 7 Up סבן אפ 7-Eleven סבן אילבן 7.5 cm KwK 40 תותח 7.5 ס"מ KwK 40 7.5 cm Pak 40 תותח 7.5 ס"מ PaK 40 7/11 7/11 70 70 70 Pine Street בניין אמריקן אינטרנשיונל 700 700 701 701 702 702 703 703 704 704 705 705 706 706 707 707 708 708 709 709 70s BC 70-79 לפנה"ס 70th Golden Globe Awards טקס פרסי גלובוס הזהב ה-70 71 71 71 Fragments of a Chronology of Chance 71 פרגמנטים מכרונולוגיה מקרית 710 710 711 711 712 712 713 713 714 714 715 715 716 716 717 717 718 718 719 719 71st Golden Globe Awards טקס פרסי גלובוס הזהב ה-71 72 72 72 Meters 72 מטרים 720 720 721 721 722 722 723 723 724 724 725 725 726 726 727 727 728 728 729 729 72nd Golden Globe Awards טקס פרסי גלובוס הזהב ה-72 73 73 730 730 730s BC 720-729 לפנה"ס 731 731 731 Lexington Avenue מגדל בלומברג 732 732 733 733 734 734 735 735 736 736 737 737 738 738 739 739 73rd Golden Globe Awards טקס פרסי גלובוס הזהב ה-73 74 74 740 740 741 741 742 742 743 743 744 744 745 745 746 746 747 747 748 748 749 749 749 Galilee earthquake רעש שביעית 75 75 750 750 750s BC 750-759 לפנה"ס 751 751 752 752 753 753 754 754 755 755 756 756 757 757 758 758 759 759 76 76 76 mm divisional gun M1902 תותח 76 מ"מ M1902 760 760 761 761 762 762 763 763 764 764 765 765 766 766 767 767 768 768 769 769 77 77 770 770 770 Eastern Parkway מרכז חב"ד העולמי - 770 771 771 772 772 773 773 774 774 775 775 776 776 777 777 778 778 779 779 78 78 780 780 780s BC 770-779 לפנה"ס 781 781 782 782 783 783 784 784 785 785 786 786 787 787 788 788 789 789 79 79 790 790 791 791 792 792 793 793 794 794 795 795 796 796 797 797 798 798 799 799 7th Armored Brigade חטיבה 7 7th Army הארמייה השביעית 7th Baronet Sir George Thomas ג'ורג' אלן תומאס 7th Baronet Sir Thomas Gage תומאס גייג' 7th Cavalry Regiment רגימנט הפרשים השביעי 7th Chess Olympiad אולימפיאדת השחמט 1937 7th Division הדיוויזיה השביעית 7th Duke of Marlborough John Spencer-Churchill הדוכס השביעי ממרלבורו ג'ון ספנסר-צ'רצ'יל 7th Earl of Glasgow David Boyle רוזן גלאזגו השביעי דייוויד בויל 7th Earl of Shaftesbury Anthony Ashley-Cooper רוזן שאפטסברי השביעי אנתוני אשלי קופר 7th Infantry Division הדיוויזיה השביעית 7th Knesset קטגוריה:הכנסת השביעית 7th Panzer Division דיוויזיית הפאנצר השביעית 7th Prince of Ligne Charles-Joseph שארל דה לין 7th SS Volunteer Mountain Division Prinz Eugen דיוויזיית אס אס הררית השביעית 7th arrondissement of Paris הרובע השביעי של פריז 7th arrondissement of Paris קטגוריה:הרובע השביעי של פריז 7th century המאה ה-7 7th century קטגוריה:המאה ה-7 7th century BC המאה ה-7 לפנה"ס 7th century BC קטגוריה:המאה ה-7 לפנה"ס 7th-century books קטגוריה:ספרי המאה ה-7 7th-century popes קטגוריה:אפיפיורים במאה ה-7 7z 7z 8 8 8 Canada Square כיכר קנדה 8 8 Mile 8 מייל 8 Spruce Street רחוב ספורס 8 8 Women 8 נשים 8.8 cm Flak 18/36/37/41 תותח נ"מ 88 8.8 cm Pak 43 PaK 43 80 80 80.250.149.60 משתמש:80.250.149.60 80.250.149.88 משתמש:80.250.149.88 800 800 800 metres ריצת 800 מטר 801 801 802 802 803 803 804 804 805 805 806 806 807 807 808 808 808s & Heartbreak 808s & Heartbreak 809 809 80s BC 80-89 לפנה"ס 80th Division עוצבת אדום 81 81 810 810 811 811 812 812 813 813 814 814 815 815 816 816 817 817 818 818 819 819 8191 Mersenne מרסן 81st Academy Awards טקס פרסי אוסקר ה-81 82 82 820 820 821 821 822 822 823 823 824 824 825 825 826 826 827 827 828 828 829 829 82nd Academy Awards טקס פרסי אוסקר ה-82 82nd Airborne Division הדיוויזיה המוטסת ה-82 83 83 830 830 831 831 832 832 833 833 834 834 835 835 836 836 837 837 838 838 839 839 83rd Academy Awards טקס פרסי אוסקר ה-83 84 84 840 840 841 841 842 842 843 843 844 844 845 845 846 846 847 847 848 848 849 849 84th Academy Awards טקס פרסי אוסקר ה-84 85 85 850 850 851 851 852 852 853 853 854 854 855 855 856 856 857 857 858 858 859 859 85th Academy Awards טקס פרסי אוסקר ה-85 86 86 860 860 861 861 862 862 863 863 863 Program תוכנית 863 864 864 865 865 866 866 867 867 868 868 869 869 86th Academy Awards טקס פרסי אוסקר ה-86 87 87 870 870 871 871 872 872 873 873 874 874 875 875 876 876 877 877 878 878 879 879 87th Academy Awards טקס פרסי אוסקר ה-87 88 88 880 880 881 881 882 882 883 883 884 884 885 885 886 886 887 887 888 888 889 889 88th Academy Awards טקס פרסי אוסקר ה-88 89 89 890 890 891 891 892 892 893 893 894 894 895 895 896 896 897 897 898 898 899 899 8TeamBracket-Tennis3 תבנית:טניס3 8TeamBracket-Tennis3-with third תבנית:טניס3 עם מקום 3 8TeamBracket-Tennis5 תבנית:טניס5 8TeamBracket-Tennis5-with third תבנית:טניס5 עם מקום 3 8th Air Army ארמיית האוויר השמינית 8th Air Corps קורפוס האוויר השמיני 8th Armored Brigade חטיבה 8 8th Army הארמייה השמינית 8th Chess Olympiad אולימפיאדת השחמט 1939 8th Countess of Norfolk Anne de Mowbray אן דה מוובריי 8th Duke of Marlborough George Spencer-Churchill הדוכס השמיני ממרלבורו ג'ורג' צ'ארלס ספנסר-צ'רצ'יל 8th Knesset קטגוריה:הכנסת השמינית 8th Tank Army ארמיית הטנקים השמינית 8th arrondissement of Paris הרובע השמיני של פריז 8th arrondissement of Paris קטגוריה:הרובע השמיני של פריז 8th century המאה ה-8 8th century קטגוריה:המאה ה-8 8th century BC המאה ה-8 לפנה"ס 8th century BC קטגוריה:המאה ה-8 לפנה"ס 8th-century books קטגוריה:ספרי המאה ה-8 8th-century popes קטגוריה:אפיפיורים במאה ה-8 8th-century works קטגוריה:יצירות המאה ה-8 8½ שמונה וחצי 9 9 9 de Julio Avenue שדרת 9 ביולי 9 to 5 9 עד 5 9/11 Commission הוועדה לחקר אירועי 11 בספטמבר 9/11 Living Memorial Plaza האנדרטה לזכר קרבנות אסון מגדלי התאומים 9/11 conspiracy theories תאוריות הקשר על פיגועי 11 בספטמבר 90 90 90 West Street וסט סטריט 90 900 900 901 901 902 902 90210 90210 90210 Beverly Hills בוורלי הילס 90210 90210Logo.jpg תמונה:90210.jpg 90210splogo.jpg קובץ:250px-90210splogo.jpg 903 903 90377 Sedna סדנה 904 904 90482 Orcus אורקוס 905 905 906 906 907 907 908 908 909 909 90s BC 90-99 לפנה"ס 91 91 910 910 911 911 912 912 913 913 914 914 915 915 916 916 917 917 918 918 919 919 91st Division עוצבת הגליל 92 92 920 920 921 921 922 922 923 923 924 924 925 925 926 926 927 927 928 928 929 929 93 93 930 930 931 931 932 932 933 933 934 934 935 935 936 936 937 937 938 938 939 939 94 94 940 940 941 941 942 942 943 943 944 944 945 945 946 946 947 947 948 948 949 949 95 95 950 950 951 951 952 952 953 953 954 954 955 955 956 956 957 957 958 958 959 959 96 96 960 960 961 961 962 962 963 963 964 964 965 965 966 966 967 967 968 968 969 969 969 Movement 969 97 97 970 970 971 971 972 972 973 973 974 974 975 975 976 976 977 977 978 978 979 979 98 98 980 980 981 981 982 982 983 983 984 984 985 985 986 986 987 987 988 988 9885 Linux לינוקס 989 989 98th Paratroopers Division עוצבת האש 99 99 99 Luftballons 99 Luftballons 990 990 991 991 992 992 993 993 994 994 995 995 996 996 997 997 998 998 999 999 99942 Apophis אפופיס 9GAG 9GAG 9K111 Fagot 9M111 פאגוט 9K115 Metis 9K115 מטיס 9K115-2 Metis-M 9К115-2 מטיס-M 9K31 Strela-1 9K31 סטרלה-1 9K32 Strela-2 9K32 סטרלה-2 9K33 Osa 9K33 אוסה 9K34 Strela-3 9K34 סטרלה-3 9K35 Strela-10 9K35 סטרלה-10 9K38 Igla 9K38 איגלה 9K52 Luna-M 9K52 לונה-M 9K720 Iskander איסקנדר 9M113 Konkurs 9M113 קונקורס 9M117 Bastion 9M117 בסטיון 9M119 9M119 סביר 9M123 Khrizantema 9M123 כריזנטמה 9M133 Kornet 9M133 קורנט 9M14 Malyutka סאגר 9q34 deletion syndrome תסמונת קליפסטרה 9th Army הארמייה התשיעית 9th Chess Olympiad אולימפיאדת השחמט 1950 9th Duke of Marlborough Charles Spencer-Churchill הדוכס התשיעי ממרלבורו צ'ארלס ספנסר-צ'רצ'יל 9th Knesset קטגוריה:הכנסת התשיעית 9th Lord Napier William Napier לורד נפייר התשיעי ויליאם נפייר 9th Reconnaissance Wing כנף המודיעין ה-9 9th SS Panzer Division Hohenstaufen דיוויזיית פאנצר אס אס התשיעית 9th arrondissement of Paris הרובע התשיעי של פריז 9th arrondissement of Paris קטגוריה:הרובע התשיעי של פריז 9th century המאה ה-9 9th century קטגוריה:המאה ה-9 9th century BC המאה ה-9 לפנה"ס 9th century BC קטגוריה:המאה ה-9 לפנה"ס 9th-century books קטגוריה:ספרי המאה ה-9 9th-century popes קטגוריה:אפיפיורים במאה ה-9 9×19mm Parabellum 9×19 מ"מ פרבלום ;) תבנית:קריצה = תבנית:= A A A А A לה A Bailar A Bailar A Ballads A Ballads A Bar at the Folies-Bergère הבר בפולי ברז'ר A Beautiful Mind נפלאות התבונה A Beginning A Beginning A Bend in the Road עיקול בדרך A Best A Best A Black Box A Black Box A Borrowed Identity ערבים רוקדים A Bottle in the Gaza Sea בקבוק בים של עזה A Brief History of Time קיצור תולדות הזמן A Broken Frame A Broken Frame A Bug's Life באג לייף A Burial At Ornans קבורה באורנאן A Calendar of Wisdom חוג הקריאה A Change of Seasons A Change of Seasons A Chorus Line שורת המקהלה A Christmas Carol מזמור חג המולד A Christmas Carol רוחות חג המולד A Cinderella Story סיפור סינדרלה A Cinderella Story: Once Upon a Song סיפור סינדרלה: היה היה שיר A Clash of Kings עימות המלכים A Clockwork Orange תפוז מכני A Close Shave הרפתקה מצמררת A Collection of Great Dance Songs A Collection of Great Dance Songs A Connecticut Yankee in King Arthur's Court ינקי מקונטיקט בחצר המלך ארתור A Coruña א קורוניה A Coruña קטגוריה:א קורוניה A Countess from Hong Kong הרוזנת מהונג קונג A Country Doctor רופא כפרי A Course of Pure Mathematics A Course of Pure Mathematics A Dance with Dragons ריקוד עם דרקונים A Day at the Races A Day At The Races A Day in the Life A Day in the Life A Day to Remember A Day to Remember A Declaration of the Independence of Cyberspace הצהרת העצמאות של הסייברספייס A Different World עולם אחר A Distant Mirror ראי רחוק A Doll's House בית בובות A Dramatic Turn of Events A Dramatic Turn of Events A Dream Play מחזה חלום A Fairly Odd Christmas קסם של הורים - הסרט: חג המולד A Fairly Odd Summer קסם של חופשה A Fairy Tale for a Land Baby The Water-Babies ילדי המים A Farewell to Arms הקץ לנשק A Farewell to Kings A Farewell to Kings A Feast for Crows משתה לעורבים A Fever You Can't Sweat Out A Fever You Can't Sweat Out A Few Good Men בחורים טובים A Filetta א פילטה A Film Unfinished שתיקת הארכיון A Fish Called Wanda דג ושמו וונדה A Fistful of Dollars בעבור חופן דולרים A Flea in Her Ear יתוש בראש A Foreign Affair רומן זר A Funny Thing Happened on the Way to the Forum דבר מצחיק קרה לי בדרך לפורום A Game of Thrones Game of thrones A Game of Thrones משחקי הכס A German Requiem רקוויאם גרמני A Gesheft א געשעפט A Girl like Me A Girl Like Me A Girl like Me - Rihanna.png תמונה:Rihanna girl like me200px.jpg A God Who Hates אלוהים ששונא A Goofy Movie גופי: הסרט A Grand Day Out טיול לא מהעולם הזה A Great Day for Freedom A Great Day For Freedom A Grounding in Numbers A Grounding in Numbers A Hard Day's Night A Hard Day's Night A Hard Day's Night לילה של יום מפרך A Heart in Winter לב בחורף A Higher Place A Higher Place A History of Violence היסטוריה של אלימות A History of Western Philosophy תולדות הפילוסופיה המערבית A History of the English-Speaking Peoples היסטוריה של העמים דוברי האנגלית A Hole in the Head חור בראש A Jolly Christmas from Frank Sinatra A Jolly Christmas from Frank Sinatra A Just Russia רוסיה הוגנת A Khasene in Shtetl חתונה בעיירה A Kind of Magic A Kind of Magic A Kind of Magic קסם של משפחה A King in New York מלך בניו יורק A Knight's Tale סיפורו של אביר A League of Their Own ליגה משלהן A Life Within a Day A Life Within A Day A Little History of the World היסטוריה של העולם לצעירים מכל הגילים A Little Princess נסיכה קטנה A Love Story Enemies שונאים - סיפור אהבה A Love Supreme A Love Supreme A Lovely Sunday for Creve Coeur יום נפלא ללב שבור A Lyga ליגת העל הליטאית A Man Alone A Man Alone A Man and His Music A Man and His Music A Man and a Woman גבר ואישה A Man for All Seasons אדם לכל עת A Mari Usque Ad Mare מים עד ים A Mathematician's Apology התנצלותו של מתמטיקאי A Matter of Life and Death A Matter of Life and Death A Matter of Size סיפור גדול A Memory of Light זיכרון האור A Midsummer Night's Dream חלום ליל קיץ A Midsummer Night's Sex Comedy קומדיה סקסית של ליל קיץ A Million Lights A Million Lights A Million Little Pieces מיליון רסיסים קטנים A Million Ways to Die in the West מיליון דרכים להתפגר A Miss Mallard Mystery מרגלית הבלשית A Modern Twain Story: The Prince and the Pauper הסיפור המודרני: בן המלך והעני A Modest Proposal הצעה צנועה A Momentary Lapse of Reason A Momentary Lapse of Reason A Monster in Paris מפלצת בפריז A Moon Shaped Pool A Moon Shaped Pool A Most Violent Year שנה קשוחה מאוד A Murder of Crows רב מכר לרצח A New Beginning נאום ברק אובמה באוניברסיטת קהיר A Nice Pair A Nice Pair A Night at the Opera A Night At The Opera A Night at the Opera לילה באופרה A Night in the Lonesome October לילה אחד באוקטובר הבודד A Night to Remember A Night to Remember A Nightmare on Elm Street סיוט ברחוב אלם A Nightmare on Elm Street קטגוריה:סיוט ברחוב אלם A Nightmare on Elm Street תבנית:סיוט ברחוב אלם A Nightmare on Elm Street 2010 poster.jpg קובץ:A Nightmare on Elm Street 2010 poster.jpg A Nightmare on Elm Street 2: Freddy's Revenge סיוט ברחוב אלם 2: נקמתו של פרדי A Nightmare on Elm Street 3: Dream Warriors סיוט ברחוב אלם 3: לוחמי החלומות A Nightmare on Elm Street 4: The Dream Master סיוט ברחוב אלם 4: אדון החלומות A Nightmare on Elm Street 5: The Dream Child סיוט ברחוב אלם 5: ילד החלומות A Nod and a Wink A Nod and a Wink A Passion Play A Passion Play A Perfect Circle א פרפקט סירקל A Perfect Day for Bananafish יום מושלם לדגי בננה A Perfect Peace מנוחה נכונה A Place in the Sun מקום תחת השמש A Plague of Lighthouse Keepers A Plague of Lighthouse Keepers A Portrait of the Artist as a Young Man דיוקן האמן כאיש צעיר A Portuguesa המנון פורטוגל A Prairie Home Companion המדריך לחיים בכפר A Price Above Rubies אשת חיל מי ימצא A Problem from Hell בעיה מהגיהנום A Protocol of 1919 תעודת זונדר A Public Affair A Public Affair A Question A Question A Reality Tour A Reality Tour A Report to an Academy דין-וחשבון לאקדמיה A Respectable Wedding החתונה A Room with a View זיכרונות אהבה מפירנצה A Room with a View חדר עם נוף A Rush of Blood to the Head A Rush of Blood to the Head A Saucerful of Secrets A Saucerful of Secrets A Scandal in Bohemia שערורייה בבוהמיה A Scanner Darkly סורק אפלה A Scientific Dissent From Darwinism מחלוקת מדעית עם דרוויניזם A Separation פרידה A Series of Unfortunate Events סדרה של צרות A Serious Man יהודי טוב A Shot at Love with Tila Tequila תבנית:סאות' פארק A Single Man סינגל מן A Sky Full of Stars A Sky Full of Stars A Small Victory.jpg תמונה:A Small Victory.jpg A Song for ×× A Song for XX A Song of Ice and Fire קטגוריה:שיר של אש ושל קרח A Song of Ice and Fire שיר של אש ושל קרח A Space in Time A Space In Time A Special Day יום מיוחד A Special Night with Demi Lovato A Special Night with Demi Lovato A Star Is Born כוכב נולד A Storm of Swords סופת החרבות A Streetcar Named Desire חשמלית ושמה תשוקה A Study in Scarlet חקירה בשני A Suitable Boy שידוך הולם A Summer Dress שמלת קיץ A Summer Place נווה קיץ A Supermarket in California סופרמרקט בקליפורניה A Swingin' Affair! A Swingin' Affair! A Syntopicon: An Index to The Great Ideas סינטופיקון - אינדקס הרעיונות המופלאים A T.I.M.E. A TIME A Tale of Five Balloons מעשה בחמישה בלונים A Tale of Love and Darkness סיפור על אהבה וחושך A Tale of Two Cities בין שתי ערים A Theory of Justice תאוריה של צדק A Thousand Splendid Suns אלף שמשות זוהרות A Thousand Suns A Thousand Suns A Thousand and One... Americas אלף ואחת אמריקות A Time for Choosing זמן לבחור A Time to Kill עת להרוג A Touch Away מרחק נגיעה A Touch of Class ATC A Trick of the Tail A Trick of the Tail A Trip to the Moon מסע אל הירח A Troll in Central Park הטרול בפארק הקסום A Trumpet in the Wadi חצוצרה בוואדי A Very Potter Musical מחזמר מאוד פוטרי A View from the Bridge מראה מעל הגשר A View to a Kill רצח בעיניים A Vision חזון A Walk to Remember סיפור אהבה בלתי נשכח A Whiter Shade of Pale A Whiter Shade of Pale A Wild Sheep Chase מרדף הכבשה A Wizard of Earthsea הקוסם מארץ ים A Woman Called Golda אישה ושמה גולדה A Woman Under the Influence אישה תחת השפעה A Woman in Berlin אישה בברלין A Wrinkle in Time קמט בזמן A cappella א-קפלה A cappella musical groups קטגוריה:להקות א-קפלה A cappella songs קטגוריה:שירי א-קפלה A gURLs wURLd בנות ברשת A&D~enwiki משתמש:A&D A&M Records איי אנד אם רקורדס A* search algorithm אלגוריתם חיפוש A* A-1 Liga ליגת העל הקרואטית בכדורסל A-Ba-Ni-Bi אבניבי A-League ליגת העל האוסטרלית A-Taul משתמש:A-Taul A-WA A-WA A-ha א-הא A-side and B-side איי-סייד ובי-סייד A-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג A A. Ayer אלפרד ג'ולס אייר A. B. משתמש:A. B. A. Bhaktivedanta Swami Prabhupada א. צ'. בהקטיוודאנטה סוואמי פרבהופאדה A. Byatt א. בייאט A. Cook איי. ג'יי. קוק A. Cronin ארצ'יבלד ג'וזף קרונין A. Cuza אלכסנדרו קונסטנטין קוזה A. Gordon אהרן דוד גורדון A. Green איי סי גרין A. Housman אלפרד אדוארד האוסמן A. J. Abdul Kalam עבדול קאלאם A. Klein אברהם משה קליין A. M. Jones ארנולד יו מרטין ג'ונס A. McLean אלכסנדר מקלין A. Milne אלן אלכסנדר מילן A. Mitchell Palmer אלכסנדר מיצ'ל פאלמר A. Neill אלכסנדר ניל A. Rosenthal אייב רוזנטל A. Stallings אלישה סטולינגס A. Waite ארתור אדוארד וייט A. Yehoshua אברהם יהושע A. Zissu אברהם לייב זיסו A. van Vogt אלפרד אלטון ואן ווגט A.C. Cesena צ'זנה A.C. Cesena players קטגוריה:כדורגלני צ'זנה A.C. Chievo Verona קייבו ורונה A.C. Chievo Verona players קטגוריה:כדורגלני קייבו ורונה A.C. Milan מילאן A.C. Milan קטגוריה:מילאן A.C. Milan managers קטגוריה:מאמני מילאן A.C. Milan players קטגוריה:כדורגלני מילאן A.C. Perugia Calcio פרוג'ה A.C. Perugia Calcio players קטגוריה:כדורגלני פרוג'ה A.C. Siena players קטגוריה:כדורגלני סיינה A.C.R. Messina מסינה A.C.R. Messina players קטגוריה:כדורגלני מסינה A.E.K. Athens B.C. players קטגוריה:כדורסלני א.א.ק. אתונה A.F.C. Bournemouth בורנמות' A.F.C. Bournemouth players קטגוריה:כדורגלני בורנמות' A.I. Artificial Intelligence אינטליגנציה מלאכותית A.N.T. Farm החרשנים A.S. Brown/E.H. Carr אדוארד הלט קר A.S. Brown/Einsatzgruppen איינזצגרופן A.S. Brown/Iran-Iraq War מלחמת איראן-עיראק A.S. Brown/Joachim von Ribbentrop יואכים פון ריבנטרופ A.S. Livorno Calcio ליבורנו A.S. Livorno Calcio players קטגוריה:כדורגלני ליבורנו A.S. Ramat HaSharon א.ס. רמת השרון A.S. Roma רומא A.S. Roma managers קטגוריה:מאמני רומא A.S. Roma players קטגוריה:כדורגלני רומא A.S.A. Crew A.S.A. Crew A.Skromnitsky משתמש:A.Skromnitsky A.h. king/Sandbox2 בלארוס A/B testing בדיקת A/B A1 A1 A1 road כביש A1 A10 motorway כביש 10 A2 A2 A2 road כביש A2 A3 road כביש A3 A4 A4 A4 autoroute כביש מהיר A4 A4 paper size A4 A4 road כביש A4 A5 A5 A5 road כביש A5 A7V A7V AACR AACR AACTA Award winners קטגוריה:זוכי פרס ACTAA: אישים AACTA Awards קטגוריה:פרס ACTAA AAI Corporation תאגיד AAI AAI RQ-2 Pioneer RQ-2 פיוניר AAM2013/Prishtina פרישטינה AAU AAU AAU Mr. America מר אמריקה של AAU AB Doradus AB בדג זהב ABA ABA ABA League הליגה האדריאטית ABBA אבבא ABBA קטגוריה:אבבא ABBA תבנית:אבבא ABBA songs קטגוריה:שירי אבבא ABBA: The Museum אבבא: המוזיאון ABC ABC ABX משתמש:ABX AC Ac AC Ajaccio אז'אקסיו AC Ajaccio players קטגוריה:כדורגלני אז'אקסיו AC Arles-Avignon ארל AC Arles-Avignon players קטגוריה:כדורגלני ארל אביניון AC Bellinzona AC בלינצונה AC Bellinzona players קטגוריה:כדורגלני בלינצונה AC Lugano players קטגוריה:כדורגלני לוגאנו AC Omonia אומוניה ניקוסיה AC Omonia managers קטגוריה:מאמני אומוניה ניקוסיה AC Omonia players קטגוריה:כדורגלני אומוניה ניקוסיה AC Sparta Prague ספרטה פראג AC Sparta Prague players קטגוריה:כדורגלני ספרטה פראג AC power plugs and sockets חיבור שקע-תקע AC/DC AC/DC ACA ACA ACDSee ACDSee ACE inhibitor מעכבי ACE ACF Fiorentina פיורנטינה ACF Fiorentina managers קטגוריה:מאמני פיורנטינה ACF Fiorentina players קטגוריה:כדורגלני פיורנטינה ACID ACID ACM Software System Award פרס ACM למערכת תוכנה ACT UP ACT UP ACiD Productions ACiD Productions AD Ad AD Alcorcón אלקורקון ADABAS ADABAS ADAMA Agricultural Solutions אדמה פתרונות לחקלאות ADB ADB ADE 651 ADE 651 ADGZ M35 ADGZ ADL ADL ADO Den Haag דן האג ADO Den Haag players קטגוריה:כדורגלני דן האג AE Larissa FC לאריסה AE Larissa FC players קטגוריה:כדורגלני לאריסה AEG AEG AEK Athens F.C. א.א.ק. אתונה AEK Athens F.C. managers קטגוריה:מאמני א.א.ק. אתונה AEK Athens F.C. players קטגוריה:כדורגלני א.א.ק. אתונה AEK B.C. א.א.ק. אתונה AEK Kouklia F.C. א.א.ק. קוקליה AEK Larnaca B.C. קיטיון לרנקה AEK Larnaca F.C. א.א.ק. לרנקה AEK Larnaca F.C. managers קטגוריה:מאמני א.א.ק. לרנקה AEK Larnaca F.C. players קטגוריה:כדורגלני א.א.ק. לרנקה AEK-971 AEK-971 AEL FC managers קטגוריה:מאמני א.א.ל. לימסול AEL FC players קטגוריה:כדורגלני א.א.ל. לימסול AEL Limassol א.א.ל. לימסול AEL Limassol פרוטאס אקא לימסול AEP Paphos F.C. players קטגוריה:כדורגלני א.א.פ. פאפוס AF Af AFBorchert משתמש:AFBorchert AFC AFC AFC Ajax אייאקס AFC Ajax managers קטגוריה:מאמני אייאקס אמסטרדם AFC Ajax players קטגוריה:כדורגלני אייאקס אמסטרדם AFC Asian Cup גביע אסיה בכדורגל AFC Asian Cup קטגוריה:גביעי אסיה בכדורגל AFC Asian Cup תבנית:גביע אסיה AFC Challenge Cup גביע האתגר של ה-AFC AFC Champions League ליגת האלופות האסיאתית AFC Women's Asian Cup אליפות אסיה בכדורגל נשים AFC leagues תבנית:ליגות הכדורגל באסיה AFI AFI AFI 100 Years... series סדרת 100 שנים... של מכון הסרטים האמריקאי AFI 100 Years... series קטגוריה:סדרת מאה שנים AFI's 10 Top 10 מאה שנים... עשרת הגדולים AFI's 100 Years...100 Heroes & Villains מאה שנים... מאה גיבורים ונבלים AFI's 100 Years...100 Movie Quotes מאה שנים... מאה ציטוטים AFI's 100 Years...100 Movies מאה שנים... מאה סרטים AFI's 100 Years...100 Songs מאה שנים... מאה שירים AFI's 100 Years...100 Stars מאה שנים... מאה כוכבים AFL AFL AG Ag AG København א.ג. קופנהגן AGM-114 Hellfire AGM-114 הלפייר AGM-169 Joint Common Missile AGM-169 JCM AGM-45 Shrike AGM-45 שרייק AGM-65 Maverick AGM-65 מאבריק AGM-78 Standard ARM AGM-78 סטנדרד ארם AGM-84E Standoff Land Attack Missile AGM-84 SLAM AGM-86 ALCM AGM-86 ALCM AGM-88 HARM AGM-88 הארם AH Scorpii AH בעקרב AIDA International התאחדות הצלילה החופשית העולמית AIDS orphan יתומי איידס AIK Fotboll א.י.ק סולנה AIK Fotboll players קטגוריה:כדורגלני א.י.ק סולנה AIL Abir אביר AIL Storm סופה M-240 AIM-120 AMRAAM AIM-120 אמראם AIM-7 Sparrow AIM-7 ספארו AIM-9 Sidewinder AIM-9 סיידוויינדר AIR-2 Genie AIR-2 ג'יני AIS AIS AJ Auxerre אוסר AJ Auxerre managers קטגוריה:מאמני אוסר AJ Auxerre players קטגוריה:כדורגלני אוסר AJ Lee AJ Lee AJ Michalka אמנדה מישלקה AJ10 AJ-10 AJS Review AJS Review AK AK AK-12 AK-12 AK-47 AK-47 AK-74 AK-74 AKB48 AKB48 AKS primality test מבחן AKS לראשוניות AKnightsTale.jpg קובץ:AKnightsTale.jpg ALARM ALARM ALBA הברית הבוליברית ALF ALF ALF אלף ALGOL ALGOL ALICE: A Large Ion Collider Experiment ניסוי ALICE ALOHAnet פרוטוקול ALOHA ALROSA אלרוסה ALT ALT ALU ALU ALYN Hospital בית חולים אלי"ן AM AM AM Am AM broadcasting שידורי AM AMC AMC AMC Networks AMC AMC Networks קטגוריה:AMC AMD CrossFireX AMD CrossFireX AMG AMG AMIA bombing הפיגוע בבניין הקהילה היהודית בארגנטינה AMIT אמי"ת AMP-activated protein kinase קינאז המופעל על ידי AMP AMT Hardballer AMT Hardballer AMX Leclerc AMX-56 לקלרק AMX-13 AMX-13 AMX-30 AMX-30 AN An AN-94 AN-94 AN/APG-63 radar family APG-63 ו-APG-70 AN/PRC-77 Portable Transceiver מ.ק. 77 ANZAC War Memorial אנדרטת אנזא"ק ANZUS ANZUS AO Ao AOL אמריקה און ליין AOM French Airlines AOM APA APA APG II system APG II API gravity כבידת מכון הנפט האמריקאי APOEL B.C. אפואל ניקוסיה APOEL FC אפואל ניקוסיה APOEL FC managers קטגוריה:מאמני אפואל ניקוסיה APOEL FC players קטגוריה:כדורגלני אפואל ניקוסיה APX APX AQ Aq AR Ar AR-10 AR10 ARD ARD ARF tumor suppressor ARF ARIA Charts מצעד המוזיקה האוסטרלי ARJ ARJ ARM Huracán אח"י עליה ARM Tormenta אח"י גאולה ARM architecture ARM ARP spoofing ARP spoofing ARPANET ARPANET AS Cannes קאן AS Cannes players קטגוריה:כדורגלני קאן AS Monaco FC מונאקו AS Monaco FC managers קטגוריה:מאמני מונאקו AS Monaco FC players קטגוריה:כדורגלני מונאקו AS Nancy נאנסי AS Nancy players קטגוריה:כדורגלני נאנסי AS Saint-Étienne סנט אטיין AS Saint-Étienne players קטגוריה:כדורגלני סנט אטיין AS Trenčín א.ס. טרנצ'ין AS Val AS Val AS Vita Club ויטה קלאב AS Vita Club players קטגוריה:כדורגלני ויטה קלאב ASA Tel Aviv אס"א תל אביב ASA Tel Aviv University אס"א תל אביב ASAP Rocky ASAP Rocky ASCII ASCII ASCII art אמנות ASCII ASEC Mimosas players קטגוריה:כדורגלני מימוסאס ASICS אסיקס ASIMO אסימו ASK Riga אסק ריגה ASOIAF תבנית:שיר של אש ושל קרח ASP.NET ASP.NET ASP.NET AJAX ASP.NET AJAX ASP.NET Razor Razor ASRAAM AIM-132 אסראם ASSITEJ אסיטז' ASVEL Basket אסוול ליון-וילרבאן ASVEL Basket players קטגוריה:כדורסלני אסוול ליון-וילרבאן ASpeciale/CN Tower Art מגדל סי אן ASpeidell/Eric Krasno ג'ון סקופילד AT At AT&T AT&T AT&T Center AT&T סנטר ATB ATB ATI Technologies ATI טכנולוגיות ATI Technologies תמונה:525px-ATI Logo svg.png ATIAS/MVS-edit משתמש:ATIAS/תבניות ATLAS experiment ניסוי ATLAS ATM ATM ATMOS 2000 ATMOS ATP Tour קטגוריה:טורנירים בסבב ה-ATP ATP World Tour Finals אליפות סבב המאסטרס העולמי ATP World Tour Masters 1000 סבב המאסטרס העולמי 1000 של ה-ATP ATP synthase ATP סינתאז ATR ATR ATR 42 ATR 42 ATR 72 ATR 72 AUTOEXEC.BAT AUTOEXEC.BAT AVE AVE AVG AVG AVG Technologies AVG AVL tree עץ AVL AVRS משתמש:AVRS AVUS אבוס AWK AWK AWS AWS AXA Equitable Center מרכז אקסא AXIS אוונג'רס ואקס-מן: הציר AXN AXN AZ Alkmaar א.ז. אלקמאר AZ Alkmaar managers קטגוריה:מאמני אלקמאר AZ Alkmaar players קטגוריה:כדורגלני אלקמאר AZCA AZCA AaB Fodbold אולבורג בולדספילקלאב AaB Fodbold players קטגוריה:כדורגלני אולבורג Aaahh!!! Real Monsters מפלצות אמיתיות Aachen אאכן Aachen Cathedral הקתדרלה של אאכן Aachen Palatine Chapel הקתדרלה של אאכן#הקפלה הפלטינית Aafia Siddiqui עאפיה סידיקי Aage Bohr אגה בוהר Aalborg אולבורג Aalesunds FK players קטגוריה:כדורגלני אלסונד Aaliyah אליה Aalox/Mir RU2 מיר Aalto University School of Business מכללת הלסינקי לכלכלה Aalto University School of Science and Technology אוניברסיטת הלסינקי לטכנולוגיה Aalto Vase אגרטל אלטו Aamir Khan אמיר ח'אן Aamon אמון Aapravasi Ghat אפרוואסי גהאט Aarau אראו Aarchiba/Technetium-experimental-note-1 טכנציום Aardman Animations אולפני ארדמן Aardman Animations קטגוריה:ארדמן אנימציות Aardman Animations תבנית:ארדמן אנימציות Aardvark שנבוב Aardwolf צבועון הרעמה Aare ארה Aarele Ben Arieh אהרלה בן אריה Aargau ארגאו Aargau קטגוריה:ארגאו Aargau Lengnau לנגנאו Aargau Wohlen ווהלן Aargletschers ארה Aarhus אורהוס Aarne–Thompson classification systems סיווג ארנה-תומפסון Aaro Pajari אהרו פאג'ארי Aaron אהרן Aaron Aaronsohn אהרן אהרנסון Aaron Abraham Kabak אהרן אברהם קבק Aaron Alexandre אהרון אלכסנדר Aaron Alfandari אהרן אלפנדרי Aaron Antonovsky אהרון אנטונובסקי Aaron Beck אהרון בק Aaron Ben-Ze'ev אהרון בן-זאב Aaron Berechiah ben Moses ben Nehemiah of Modena אהרן ברכיה ממודנה Aaron Bernstein אהרון ברנשטיין Aaron Brooks ארון ברוקס Aaron Burr ארון בר Aaron Burr Sr. אהרון בר האב Aaron Carter ארון קרטר Aaron Chorin אהרן חורין Aaron Ciechanover אהרן צ'חנובר Aaron Copland אהרן קופלנד Aaron Douglas אהרון דאגלס Aaron Eckhart ארון אקהרט Aaron Frenkel אהרון פרנקל Aaron Gordon ארון גורדון Aaron HaLevi ben Moses of Staroselye אהרן מסטרשלה Aaron Halle-Wolfssohn אהרן האלה-וולפסון Aaron Hart אהרן הרט Aaron Hughes ארון יוז Aaron Katz אהרון כץ Aaron Klein אהרון קליין Aaron Klug אהרון קלוג Aaron Krickstein ארון קריקסטיין Aaron Lapapa אהרן לפפה Aaron Lennon ארון לנון Aaron Lewis ארון לואיס Aaron McGhee ארון מגי Aaron Mokoena ארון מוקואנה Aaron O'Connell אהרון או'קונל Aaron Paul אהרון פול Aaron Peirsol ארון פירסול Aaron Ramsey ארון ראמזי Aaron Rodgers ארון רוג'רס Aaron Samuel Kaidanover שמואל קאיידנובר Aaron Sapiro אהרון שפירו Aaron Schechter אהרן שכטר Aaron Schoenfeld ארון שוינפלד Aaron Solomon Gumperz אהרון גומפרץ Aaron Sorkin אהרן סורקין Aaron Spelling אהרון ספלינג Aaron Staton אהרון סטאטון Aaron Swartz ארון סוורץ Aaron Taylor-Johnson אהרון טיילור-ג'ונסון Aaron Teitelbaum אהרן טייטלבוים Aaron Tveit ארון טבייט Aaron Twersky of Chernobyl אהרן טברסקי Aaron Valero אהרון ולירו Aaron Zeitlin אהרן צייטלין Aaron ben Eliezer אהרן בן אליעזר Aaron ben Jacob ha-Kohen אהרון הכהן מלוניל Aaron ben Joseph of Constantinople אהרון בן יוסף הרופא Aaron ben Meïr אהרן בן מאיר Aaron ben Moses Teomim אהרן תאומים Aaron ben Moses ben Asher אהרן בן אשר Aaron of Jerusalem אבו אל-פרג' הארון Aaron's rod מטה אהרן Aaronsohnia אהרונסונית פקטורובסקי Aarti Mann אארטי מאן Aasiaat אסיאט Ab urbe condita Ab urbe condita Aba אבא Abacab Abacab Abacavir אבקוויר Abacus אבקוס Abacus חשבונייה Abadan אבדאן Abadan Crisis משבר אבדאן Abaddon אבדון Abadi עבאדי Abagtha אבגתא Abai Qunanbaiuli אבאי קוננבאיולי Abaiang אבאיאנג Abandinus אבנדינוס Abandon Abandon Abandoned buildings and structures קטגוריה:מבנים שוממים Abandonware Abandonware Abanotubani אבאנותובני Abaqus Abaqus Abarim הרי העברים Abasha אבשה Abasha Municipality נפת אבשה Abatte Barihun אבטה בריהון Abaya עבאיה Abaye אביי Abayudaya אבאיודאיה Abaza language אבזית Abazasdze אבאזאסדזה Abazins אבזים Abba Ahimeir אב"א אחימאיר Abba Arika רב Abba Berman אבא מרדכי ברמן Abba Eban אבא אבן Abba Gindin אבה גינדין Abba Gordin אבא גורדין Abba Gorion of Sidon אבא גוריון Abba Hilkiah אבא חלקיה Abba Hillel Silver אבא הלל סילבר Abba Hushi אבא חושי Abba Jose ben Hanan אבא יוסי בן חנן Abba Kolon אבא קולון Abba Kovner אבא קובנר Abba Lerner אבא לרנר Abba Mari אבא מרי הירחי Abba Mari ben Eligdor אבא מרי בן אליגדור Abba Martha אבא בר מרתא Abba Sabra אבא צברה Abba Saga צאגה אמלק Abba Sakkara אבא סיקרא Abba Saul אבא שאול Abba Saul ben Batnit אבא שאול בן בטנית Abba Seru Gwangul צ'יף יג'ו סארו גוונגול Abba bar Abba אבוה דשמואל Abba bar Memel רבי אבא בר ממל Abba bar Pappai רבי אבא בר פפי Abba bar Zabdai רבי אבא בר זבדא Abba bar Zemina רבי אבא בר זבינא Abba of Acre רבי אבא דמן עכו Abba of Carthage רבי אבא מקרטיגנא Abba of Jaffa אבא דמן יפו Abba the Surgeon אבא אומנא Abba-El I אבא-אן הראשון Abbahu רבי אבהו Abbas עבאס Abbas I of Egypt עבאס חלמי הראשון Abbas I of Persia עבאס שאה הראשון Abbas II of Egypt עבאס חלמי השני Abbas Kiarostami עבאס קיארוסטמי Abbas Suan עבאס סואן Abbas Zaki עבאס זכי Abbas Zakour עבאס זכור Abbas al-Musawi עבאס מוסאווי Abbas ibn Firnas עבאס קאסים איבן פירנאס Abbasid Caliphate בית עבאס Abbasid Caliphate קטגוריה:בית עבאס Abbasids תבנית:בית עבאס Abbe number מספר אבה Abbey אבי Abbey Lincoln אבי לינקולן Abbey Road Abbey Road Abbey Road Studios אולפני אבי רוד Abbey Theatre תיאטרון אבי Abbey of Fontenay המנזר הציסטריאני של פונטנה Abbey of Saint Gall מנזר סנט גאלן Abbey of Saint-Germain-des-Prés כנסיית סן ז'רמן דה פרה Abbey of Saint-Remi כנסיית סן רמי Abbie Cornish אבי קורניש Abbie Hoffman אבי הופמן Abbie de Quant אבי דה קוואנט Abbot אב מנזר Abbot אבוט Abbots קטגוריה:אבות מנזרים Abbott and Costello אבוט וקוסטלו Abbott's duiker צביון אבוט Abbottabad אבוטאבאד Abby Lee Miller אבי לי מילר Abby Stein משתמש:Rabbisforequality/אביגיל Abby Wambach אבי וומבאך Abby and Brittany Hensel אביגיל ובריטני הנזל Abbé Pierre האב פייר Abc conjecture השערת abc Abd Allah ibn Abbas אבן אל-עבאס Abd El-Razzak El-Sanhuri עבד אל-רזאק אל-סנהורי Abd Rabbuh Mansur Hadi עבד רבו מנסור האדי Abd al-Hakim Hajj Yahya עבד אל-חכים חאג' יחיא Abd al-Karim Qasim עבד אל-כרים קאסם Abd al-Malik ibn Marwan עבד אל-מלכ Abd al-Qadir al-Husayni עבד אל-קאדר אל-חוסייני Abd al-Rahman I עבד א-רחמן הראשון Abd al-Rahman al-Jabarti עבד א-רחמן אל-ג'ברתי Abd al-Rahman al-Kawakibi עבד א-רחמן אל-כוואכבי Abd el-Aziz el-Zoubi עבד אל-עזיז א-זועבי Abd el-Krim עבד אל-כרים אל-ח'טאבי Abd-ar-Rahman III עבד א-רחמן השלישי Abdallah El Akal עבדאללה אל-עקל Abdallah Somekh עבדאללה סומך Abdallahi ibn Muhammad עבדאללהי אבן מוחמד Abdalá Bucaram אבדלה בוקראם Abdeen Palace ארמון אבדין Abdel Aziz al-Rantisi עבד אל-עזיז א-רנתיסי Abdel Fattah el-Sisi עבד אל-פתאח א-סיסי Abdel Hakim Amer עבד אל-חכים עאמר Abdel Halim Hafez עבד אל-חלים חאפז Abdel Karim Obeid עבד אל-כרים עובייד Abdel Moneim Aboul Fotouh עבד אל-מונעם אבו אל-פתוח Abdel Rahman Zuabi עבד א-רחמן זועבי Abdelaziz Bouteflika עבד אל-עזיז בוטפליקה Abdelbaki Sahraoui עבד אל-באקי סחראוי Abdelhakim Belhadj עבד אלחכים בלחאג' Abdelhamid Sharaf עבד אלחמיד שרף Abdelkader El Djezairi עבד אל-קאדר אל-ג'זאירי Abdelkader Ghezzal עבד אל-קאדר גזאל Abdelmoumene Djabou עבד אל-מואמן ג'אבו Abdelmunim al-Rifai עבד אל-מונעם א-ריפאעי Abdelraouf al-Rawabdeh עבד א-ראוף א-רוואבדה Abdelsalam al-Majali עבד א-סלאם אל-מג'אלי Abdelwahab Meddeb עבד אל-והאב מדב Abderrahim Ouakili עבדראחים וואקילי Abdi עבדי Abdi Pasha the Albanian עבדורחמן עבדי פאשה ארנבוט Abdi İpekçi Arena אבדי איפקצ'י ארנה Abdi-Heba עבדיחבה Abdim's stork חסידה אבדימית Abdol Hossein Sardari עבדול חוסיין סרדארי Abdomen בטן Abdomen קטגוריה:בטן Abdominal epilepsy אפילפסיה של הבטן Abdominal external oblique muscle שריר הבטן המלוכסן החיצוני Abdominal pain כאב בטן Abdominal thrusts תמרון היימליך Abdominal x-ray צילום בטן Abdon עבדון בן הלל Abdou Diouf עבדו דיוף Abdoulaye Wade עבדוליי ואד Abducens nerve העצב המצדיד Abductor digiti minimi muscle of foot השריר מצדיד הזרת Abductor digiti minimi muscle of hand השריר מצדיד הזרת Abductor hallucis muscle השריר מצדיד הבוהן Abductor pollicis brevis muscle השריר מצדיד האגודל הקצר Abductor pollicis longus muscle השריר מצדיד האגודל הארוך Abdul Basit 'Abd us-Samad עבד אל-באסט עבד א-סמד Abdul Fatah Younis עבד אל-פתאח יונס Abdul Halim Khaddam עבד אל-חלים ח'דאם Abdul Halim of Kedah עבדול חלים Abdul Hamid I אבדילהמיט הראשון Abdul Hamid II עבדול חמיד השני Abdul Hamid Karami עבד אל-חמיד כראמי Abdul Karim al-Kabariti עבד אל-כרים אל-כבאריתי Abdul Kerim Pasha אבדילקרים פאשה Abdul Munim Riad עבד אל-מונעם ריאד Abdul Qadeer Khan עבד אלקדיר חאן Abdul Qadir Bajamal עבד אל-קאדר באג'מאל Abdul Rahman Arif עבד א-רחמן עארף Abdul Rahman Hassan Azzam עבד א-רחמן עזאם Abdul Salam Arif עבד א-סלאם עארף Abdul Wahid al Nur עבד אל-ואחד מוחמד נור Abdul-Aziz bin Muhammad עבד אל-עזיז אבן מוחמד Abdul-Qadir Gilani עבד אל קאדר אל ג'ילאני Abdulaziz al-Omari עבד אל-עזיז אל-עומארי Abdulbaset Sieda עבד אל-באסט סיידא Abdullah Abu Ma'aruf עבדאללה אבו מערוף Abdullah Azzam Brigades גדודי עבדאללה עזאם Abdullah Barghouti עבדאללה ברגותי Abdullah Ensour עבדאללה א-נסור Abdullah Gül עבדוללה גול Abdullah I of Jordan מלך ירדן עבדאללה הראשון Abdullah II of Jordan מלך ירדן עבדאללה השני Abdullah Nimar Darwish עבדאללה נימר דרוויש Abdullah Pasha ibn Ali עבדאללה פאשה Abdullah Rimawi עבדאללה רימאוי Abdullah Yusuf Azzam עבדאללה עזאם Abdullah Zubromawi עבדאללה זוברומאווי Abdullah al-Thani עבדאללה א-ת'ני Abdullah bin Jassim Al Thani עבדאללה בן ג'אסם אאל ת'אני Abdullah el-Tell עבדאללה א-תל Abdullah ibn Abdul-Muttalib עבדאללה בן עבד אל-מטלב Abdullah of Jordan מלך ירדן עבדאללה Abdullah of Saudi Arabia מלך ערב הסעודית עבדאללה Abdullah Öcalan עבדוללה אג'לאן Abdulmalik Dehamshe עבד אל-מאלכ דהאמשה Abdulwahab Darawshe עבד אל-והאב דראושה Abdur Razzaq עבדול ראזאק Abdurrahim El-Keib עבד אל רחים אל כיב Abdurrahman Wahid עבד א-רחמן וחיד Abdus Salam עבדוס סלאם Abdülaziz of the Ottoman Empire אבדילאזיז Abdülkerim Nadir Pasha אבדילקרים נאדיר פאשה Abdülmecid I אבדילמג'יט הראשון Abdülmecid II אבדילמג'יט השני Abe Holzmann אייב הולצמן Abebe Aregai אבבה ארגאי Abebe Bikila אבבה ביקילה Abebenjoe/Sandbox2 המירוץ לחלל Abebenjoe/Sandbox4 המירוץ לחלל Abecassis אבוקסיס Abed Abdi עבד עאבדי Abedi Pele עבדי פלה Abegg אבג Abeille de Perrin אלזאר אביי דה פראן Abel אבל Abel Aguilar אבל אגילאר Abel Antón אבל אנטון Abel Balbo אבל באלבו Abel Dhaira אבל דאירה Abel Ehrlich אבל ארליך Abel Gance אבל גאנס Abel Hernández אבל ארננדס Abel Kirui אבל קירוי Abel Kiviat אבל קיוויאט Abel Meeropol אייבל מאירופול Abel Pacheco אבל פאצ'קו Abel Pann אבל פן Abel Prize פרס אבל Abel Tasman אבל ינזון טסמן Abel Tasman National Park הפארק הלאומי אבל טסמן Abel Upshur אבל אפשור Abel's identity זהות אבל Abel-beth-maachah אבל בית מעכה Abel-cheramim אבל כרמים Abel-meholah אבל מחולה Abelardo Fernández אבלרדו Abelardo Rodríguez אבלרדו רודריגס Abeles אבלס Abelian group חבורה אבלית Abellio אבליו Abelox אביליקס Abemama אבמאמה Abeokuta אבאוקוטה Abercrombie אברקרומבי Abercrombie & Fitch Abercrombie & Fitch Aberdeen אברדין Aberdeen Bestiary ספר החיות של אברדין Aberdeen F.C. אברדין Aberdeen F.C. players קטגוריה:כדורגלני אברדין Aberdeenshire River Dee די Abergel אברג'יל Abergil crime family יצחק אברג'יל Aberration אברציה Aberration of light אברציה כוכבית Abesadze אבסדזה Abetalipoproteinemia אבטאליפופרוטאינמיה Abhidharma אבהידהמה Abhisit Vejjajiva אבהיסיט וג'ג'יווה Abi-Eshuh אבי-אשוח AbiWord Abiword Abia Aba אבה Abiathar אביתר Abibaal אביבעל Abidjan אביג'אן Abie Nathan אייבי נתן Abies קטגוריה:אשוח Abies concolor אשוח לבן Abies lasiocarpa אשוח תת-אלפיני Abigail אביגיל Abigail תמונה:KD1.jpg Abigail Adams אביגייל אדמס Abigail Breslin אביגייל ברסלין Abigail Fillmore אביגייל פילמור Abigail McKern אביגיל מק'קרן Abijah אביה Abijah of Judah אביה Abil al-Qamh אבל אל-קמח Abila אבילה Abila אבל השיטים Abim District אבים Abimelech אבימלך Abimelech אבימלך בן גדעון Abimelech אבימלך מלך גרר Abin אבין Abin I רבי אבין Abin Sur אבין סור Abing אה בינג Abiogenesis בריאה ספונטנית Abir אבי"ר Abir אביר Abir Har Even אביר הר-אבן Abirim אבירים Abishag אבישג השונמית Abishai אבישי Abishai אבישי בן צרויה Abital אביטל Abjad אבג'ד Abjad writing systems קטגוריה:אבג'דים Abkhaz Autonomous Soviet Socialist Republic הרפובליקה האוטונומית הסובייטית הסוציאליסטית של אבחזיה Abkhaz language אבחזית Abkhaz politicians קטגוריה:מדינאים ופוליטיקאים אבחזים Abkhazia אבחזיה Abkhazia קטגוריה:אבחזיה Abkhazia Gali District גאלי Abkhazian Dze Ӡ Abkhazian nobility קטגוריה:אבחזיה: אצולה Abkhazian people קטגוריה:אבחזים Abkhazians אבחזים Abkhaz–Georgian conflict הסכסוך הגאורגי-אבחזי Ablaq אבלק Able Archer 83 אייבל ארצ'ר 83 Ablepharus rueppellii חומט גמד Abnaa el-Balad אבנאא אלבלד Abner אבנר Abner אבנר בן נר Abner Shimony אבנר שמעוני Abner of Burgos אבנר מבורגוס Abnoba אבנובה Abnormal clinical and laboratory findings for blood קטגוריה:ממצאים חריגים בבדיקות דם Abnormal clinical and laboratory findings for urine קטגוריה:ממצאים חריגים בבדיקות שתן Abo of Tiflis אבו תביללי Aboab אבוהב Abohm אבאוהם Abolhassan Banisadr אבולחסן בני-סדר Abolition of the han system ביטול שיטת ההאן Abolitionism התנועה לביטול העבדות Abolitionism התנועה לשחרור בעלי חיים Abolitionists קטגוריה:פעילים בתנועה לביטול העבדות Abomey אבומה Abomination אבומיניישן Abomination of desolation שיקוץ משומם Abony אבוני Aborted אבורטד Abortion הפלה מלאכותית Abortion קטגוריה:הפלה מלאכותית Abou Diaby אבו דיאבי Abou Redis אבו רודס Aboud עאבוד Aboulia אבוליה Aboulker אבולקר About ויקיפדיה:אודות About Last Night בנוגע לאתמול בלילה About Schmidt אודות שמידט About a Boy רווק פלוס ילד Above Above AbovetheFallofManUnearth.jpg תמונה:Thefalluvman.jpg Abqaiq oil field שדה אבקיק Abracadabra אברקדברה Abracus/Muenster draft היסטוריה של מינסטר Abraha אברהא Abraham אברהם Abraham קטגוריה:אברהם Abraham Abulafia אברהם אבולעפיה Abraham Azulai אברהם אזולאי Abraham Benisch אברהם בניש Abraham Berliner אברהם ברלינר Abraham Bing אברהם בינג Abraham Blum אברהם בלום Abraham Bär Flahm אברהם דב בער פלאם Abraham Cahan אברהם כהאן Abraham Chazan אברהם חזן Abraham Cohen אברהם כהן Abraham Cohen de Herrera אברהם כהן דה-הירירה Abraham Cresques אברהם קרסקס Abraham David ben Asher Anshel Buchach אברהם דוד מבוטשאטש Abraham Dob Bär Lebensohn אד"ם הכהן Abraham Ellstein אברהם אלשטיין Abraham Epstein אברהם אפשטיין Abraham Firkovich אברהם פירקוביץ' Abraham Foxman אברהם פוקסמן Abraham Fraenkel אברהם הלוי פרנקל Abraham Geiger אברהם גייגר Abraham Gershon of Kitov אברהם גרשון מקיטוב Abraham Goldfaden אברהם גולדפדן Abraham González אברהם Abraham Gottlob Werner אברהם גוטלוב ורנר Abraham Harkavy אברהם אליהו הרכבי Abraham Hayyim Adadi אברהם חיים אדאדי Abraham Hirsch ben Jacob Eisenstadt of Byelostok אברהם צבי הירש אייזנשטט Abraham Isaac Kook אברהם יצחק הכהן קוק Abraham Isaac Kook קטגוריה:הראי"ה קוק Abraham Joshua Heschel אברהם יהושע השל Abraham Kalisker אברהם הכהן מקליסק Abraham Katzir אברהם קציר Abraham Kaufman אברהם קאופמן Abraham Khalfon אברהם כלפון Abraham Klein אברהם קליין Abraham Kohn אברהם כהן Abraham Kupchik אברהם קופצ'יק Abraham Lake אגם אברהם Abraham Lempel אברהם למפל Abraham Leon אברהם ליאון Abraham Lincoln אברהם לינקולן Abraham Lincoln קטגוריה:אברהם לינקולן Abraham Lincoln: Vampire Hunter אברהם לינקולן: צייד הערפדים Abraham Mapu אברהם מאפו Abraham Maslow אברהם מאסלו Abraham Mendelssohn Bartholdy אברהם מנדלסון-ברתולדי Abraham Miguel Cardoso אברהם מיכאל קרדוזו Abraham Moses Luncz אברהם משה לונץ Abraham Nahum Stencl אברהם נחום שטנצל Abraham Nitzan אברהם ניצן Abraham Olano אברהם אולנו Abraham Ortelius אברהם אורטליוס Abraham Paz אברהם פאס Abraham Portaleone אברהם הרופא פורטלאונה Abraham Rapoport אברהם רפפורט Abraham Regelson אברהם רגלסון Abraham Ribicoff אברהם ריביקוף Abraham River איברהים Abraham Robinson אברהם רובינזון Abraham Rovigo אברהם רוויגו Abraham Saba אברהם סבע Abraham Schalit אברהם שליט Abraham Senior אברהם שניור קורונל Abraham Serfaty אברהם צרפתי Abraham Shemtov אברהם שם טוב Abraham Skorka אברהם סקורקה Abraham Speijer אברהם שפייר Abraham Stavsky אברהם סטבסקי Abraham Stern אברהם שטרן Abraham Sternhartz אברהם שטרנהרץ Abraham Stupp אברהם סטופ Abraham Sutzkever אברהם סוצקבר Abraham Trembley אברהם טרמבלה Abraham Twerski אברהם טברסקי Abraham Wald אברהם ולד Abraham Yahuda אברהם שלום יהודה Abraham Yakin אברהם יכין Abraham Zacuto אברהם זכות Abraham Zevi Idelsohn אברהם צבי אידלסון Abraham and Lot's conflict מריבת רועי אברהם ורועי לוט Abraham bar Hiyya אברהם בר חייא Abraham ben Abraham אברהם בן אברהם Abraham ben David ראב"ד Abraham ben Elijah of Vilna אברהם וילנר Abraham ben Isaac of Narbonne הראב"ד השני Abraham ben Jacob אברהם בן יעקב Abraham ben Levi Conque אברהם בן לוי קונקי Abraham ben Moses ben Maimon אברהם בן הרמב"ם Abraham ben Nathan אברהם בן נתן Abraham ben Saul Broda אברהם ברודא Abraham de Balmes אברהם דבלמש Abraham de Boton אברהם די בוטון Abraham de Moivre אברהם דה מואבר Abraham ibn Daud אברהם אבן דאוד Abraham ibn Ezra אברהם אבן עזרא Abraham of Montpellier אברהם מן ההר Abraham van den Kerckhoven אברהם ואן דן קרקהובן Abrahamic religions דתות אברהמיות Abrahams and Zucker Zucker אברהמס וצוקר צוקר Abrahams and Zucker Zucker אברהמס וצוקר תבנית:צוקר Abrahamson אברהמסון Abraj Al Bait אבראג' אל-בית Abram Blass משה בלאס Abram Ioffe אברם יופה Abram Petrovich Gannibal אברם פטרוביץ' חניבעל Abram Rabinovich אברהם רבינוביץ Abram Slutsky אברהם סלוצקי Abram Zamikhovsky אברם זמיחובסקי Abram de Swaan אברם דה-סוואן Abramov אברמוב Abrams אברהמס Abramsky אברמסקי Abramson אברמסון Abrasion שחיקה Abrasive blasting ניקוי בהתזה Abraxas Abraxas Abreuvoir אבוס Abrishami Synagogue בית הכנסת אברישמי Abronah עברונה Abruka אברוקה Abrus precatorius אברוס Abruzzo אברוצו Abruzzo קטגוריה:אברוצו Abrázame muy fuerte חבקי אותי חזק Absalom אבשלום Abscam Abscam Abscess מורסה Abscisic acid חומצה אבציסית Abseiling גלישת מצוקים Absence seizure התקף ניתוק Absinthe אבסינת Absolut Vodka אבסולוט וודקה Absolute Galois group חבורת גלואה האבסולוטית Absolute dating תיארוך Absolute magnitude בהירות מוחלטת Absolute monarchy אבסולוטיזם פוליטי Absolute music מוזיקה אבסולוטית Absolute pitch שמיעה אבסולוטית Absolute value ערך מוחלט Absolute zero האפס המוחלט Absolutely Fabulous פשוט נהדרת Absolution Absolution Absolutism אבסולוטיזם Absorbing Man האיש הסופג Absorption בליעת אור Absorptive capacity יכולת ספיגת ידע Abstinence גמילה Abstract algebra אלגברה מופשטת Abstract art אמנות מופשטת Abstract data type טיפוס נתונים מופשט Abstract expressionism אקספרסיוניזם מופשט Abstract expressionism קטגוריה:אקספרסיוניזם מופשט Abstract strategy game משחק אסטרטגיה מופשט Abstract strategy games קטגוריה:משחקי אסטרטגיה Abstraction אבסטרקציה Abstraction הפשטה Absu אבסו Absurd Minds Absurd Minds Absurdism אבסורד Abtalion אבטליון Abtolemus אבטולמוס Abu 'Afak אבו עפכ Abu Ala al-Afri אבו עלאא אל-עפרי Abu Ali Mustafa אבו עלי מוסטפא Abu Alkian אבו אל-קיעאן Abu Amal Bahraini עריכת משתמש:Abu Amal Bahraini Abu Ayyub al-Masri אבו איוב אל-מסרי Abu Bakr אבו בכר Abu Bakr al-Baghdadi אבו בכר אל-בגדאדי Abu Basma Regional Council מועצה אזורית אבו בסמה Abu Basma Regional Council קטגוריה:מועצה אזורית אבו בסמה Abu Daoud מוחמד עודא Abu Dhabi אבו דאבי Abu Dhabi קטגוריה:אבו דאבי Abu Dis אבו דיס Abu Ghosh אבו גוש Abu Ghraib אבו גרייב Abu Ghraib prison כלא אבו גרייב Abu Hafs al-Masri Brigades אל-קאעידה#ארגונים המשתייכים לאל-קאעידה Abu Hanifa אל נעמאן בן ת'אבת אבו חניפה Abu Isa אבו עיסי Abu Kabir אבו כביר Abu Kabir Forensic Institute המכון הלאומי לרפואה משפטית Abu Kishk אבו כישכ Abu Maher Ghneim מוחמד גנאים Abu Mena אבו מנה Abu Mohammad al-Adnani אבו מוחמד אל-עדנאני Abu Mohammad al-Julani אבו מוחמד אל-ג'ולאני Abu Musab al-Zarqawi אבו מוסעב א-זרקאווי Abu Muslim אבו מוסלים Abu Nidal אבו נידאל Abu Nidal Organization ארגון אבו נידאל Abu Nuwas אבו נואס Abu Omar al-Shishani אבו עומר א-שישאני Abu Osama al-Masri אבו אוסאמה אל-מסרי Abu Qash אבו קש Abu Qrenat אבו קרינאת Abu Sayyaf אבו סיאף Abu Simbel temples מקדשי אבו סימבל Abu Snan אבו סנאן Abu Tor אבו תור Abu Ubaidah ibn al-Jarrah אבו עוביידה בן אל-ג'ראח Abu Yusuf Yaqub ibn Abd Al-Haqq אבו יוסף יעקוב Abu Zenima אבו זנימה Abu Zurayq אבו זריק Abu al-Abbas al-Nabati אבו אל-עבאס א-נבאתי Abu al-Aswad al-Du'ali אבו אל-אסווד א-דואלי Abu al-Hasan אבו אל-חסן Abu al-Hasan al-Ash'ari אבו אל-חסן אל-אשערי Abu al-Misk Kafur אבו אל-מיסכ כאפור Abu'l-Barakāt al-Baghdādī אבו אל-ברכאת אל-בגדאדי Abu'l-Fida אבו אל-פידאא Abu-Ageila אבו עגילה Abubakar Shekau אבו בכר שקאו Abubakar Tafawa Balewa אבובכר טפאווה בלווה Abudi עבודי Abugida אבוגידה Abugida writing systems קטגוריה:אבוגידה Abuhatzeira family קטגוריה:משפחת אבוחצירא Abuhav synagogue בית הכנסת אבוהב Abuja אבוג'ה Abul A'la Maududi סיד אבו אל-אעלא מודודי Abulafia אבולעפיה Abulhasan אבו אל-חסן Abunas קטגוריה:ארכיבישופים של אתיופיה Abundant number מספר שופע Abuse התעללות Abuse of process הגנה מן הצדק Abuserisdze אבוסריסדזה Abutbul אבוטבול Abutilon theophrasti אבוטילון תאופרסטוס Abwehr אבווהר Abwein עבוין Aby Warburg אבי ורבורג Abyan Governorate אבין Abyan Khanfar ח'נפר Abydos אבידוס Abydos King List רשימת המלכים מאבידוס Abydosaurus אבידוזאורוס Abyss תהום Abyssal zone אזור התהומות Abyssal/DYK box תבנית:הידעת? Abyssinia Crisis משבר אתיופיה Abyssinian cat חתול אביסיני Abyssinian genet גחן אבסיניקה Abyssinian ground hornbill קלאו קרקעי Abyssinian–Adal war מלחמת אתיופיה-אדאל Abzakh Adyghe dialect אבזאחית Abzakhs אבזאחים Abzyme נוגדן קטליטי Abū Kāmil Shujāʿ ibn Aslam אבו כאמל Acacia שיטה Acacia saligna שיטה כחלחלה Acacia senegal סנגליית סנגל Academia קטגוריה:אקדמיה Academia Brasileira de Letras האקדמיה הברזילאית לשפה וספרות Academic Ranking of World Universities דירוג אקדמי של אוניברסיטאות בעולם Academic achievement הישגים אקדמיים Academic administration קטגוריה:מינויים אקדמיים Academic degree תואר אקדמי Academic degrees קטגוריה:תארים אקדמיים Academic department קתדרה Academic detailing פירוט אקדמי Academic freedom חופש אקדמי Academic institutions קטגוריה:מוסדות לימוד ומחקר Academic libraries קטגוריה:ספריות אקדמיות Academic year שנת הלימודים Academics by university in the United Kingdom קטגוריה:סגל אוניברסיטאות בבריטניה Academics of the University of Aberdeen קטגוריה:סגל אוניברסיטת אברדין Academics of the University of Cambridge קטגוריה:סגל אוניברסיטת קיימברידג' Academics of the University of Edinburgh קטגוריה:סגל אוניברסיטת אדינבורו Academics of the University of London קטגוריה:סגל אוניברסיטת לונדון Academics of the University of Manchester קטגוריה:סגל אוניברסיטת מנצ'סטר Academics of the University of Oxford קטגוריה:סגל אוניברסיטת אוקספורד Academics of the University of Warwick קטגוריה:סגל אוניברסיטת ווריק Academy אקדמיה Academy ויקיפדיה:אקדמיית ויקיפדיה Academy Award Best Actor תבנית:פרס אוסקר לשחקן הטוב ביותר Academy Award Best Actress תבנית:פרס אוסקר לשחקנית הטובה ביותר Academy Award Best Director תבנית:פרס אוסקר לבמאי הטוב ביותר Academy Award Best Foreign Language Film תבנית:פרס אוסקר לסרט הזר הטוב ביותר Academy Award Best Picture תבנית:פרס אוסקר לסרט הטוב ביותר Academy Award Best Supporting Actor תבנית:פרס אוסקר לשחקן המשנה הטוב ביותר Academy Award Best Supporting Actress תבנית:פרס אוסקר לשחקנית המשנה הטובה ביותר Academy Award Review of Walt Disney Cartoons הזוכים המאושרים Academy Award for Best Actor פרס אוסקר לשחקן הטוב ביותר Academy Award for Best Actress פרס אוסקר לשחקנית הטובה ביותר Academy Award for Best Adapted Screenplay פרס אוסקר לתסריט המעובד הטוב ביותר Academy Award for Best Animated Feature פרס אוסקר לסרט המונפש הטוב ביותר Academy Award for Best Animated Feature תבנית:פרס אוסקר לסרט המונפש הטוב ביותר Academy Award for Best Cinematography פרס אוסקר לצילום הטוב ביותר Academy Award for Best Costume Design פרס אוסקר לעיצוב התלבושות הטוב ביותר Academy Award for Best Director פרס אוסקר לבמאי הטוב ביותר Academy Award for Best Film Editing פרס אוסקר לעריכה הטובה ביותר Academy Award for Best Foreign Language Film פרס אוסקר לסרט הזר הטוב ביותר Academy Award for Best Makeup and Hairstyling פרס אוסקר לאיפור ולעיצוב השיער הטובים ביותר Academy Award for Best Original Screenplay פרס אוסקר לתסריט המקורי הטוב ביותר Academy Award for Best Original Song פרס אוסקר לשיר המקורי הטוב ביותר Academy Award for Best Picture פרס אוסקר לסרט הטוב ביותר Academy Award for Best Supporting Actor פרס אוסקר לשחקן המשנה הטוב ביותר Academy Award for Best Supporting Actress פרס אוסקר לשחקנית המשנה הטובה ביותר Academy Award for Best Visual Effects פרס אוסקר לאפקטים הטובים ביותר Academy Award templates קטגוריה:תבניות ניווט - פרס אוסקר Academy Award winners קטגוריה:זוכי אוסקר Academy Awards פרס אוסקר Academy Awards קטגוריה:פרס אוסקר Academy Awards תבנית:פרס אוסקר Academy Awards ceremonies קטגוריה:טקסי פרס אוסקר Academy Awards hosts תבנית:מנחי טקסי האוסקר Academy Honorary Award recipients קטגוריה:זוכי אוסקר: פרסי כבוד Academy Juvenile Award winners קטגוריה:זוכי אוסקר: צעירים Academy of Ancient Music האקדמיה למוזיקה עתיקה Academy of Country Music Awards פרסי האקדמיה למוזיקת קאנטרי Academy of Motion Picture Arts and Sciences האקדמיה האמריקאית לקולנוע Academy of Motion Picture Arts and Sciences founders קטגוריה:מייסדי האקדמיה האמריקאית לקולנוע Academy of Performing Arts in Prague האקדמיה לאמנויות הבמה של פראג Academy of Sciences Leopoldina אקדמיה לאופולדינה Academy of St Martin in the Fields האקדמיה של סנט מרטין בשדות Academy of the Arabic Language in Cairo האקדמיה ללשון הערבית בקהיר Academy of the Arabic Language in Israel האקדמיה ללשון הערבית Academy of the Hebrew Language האקדמיה ללשון העברית Acadia אקדיה Acadia National Park הפארק הלאומי אקדיה Acadèmia Valenciana de la Llengua האקדמיה הוולנסיינית ללשון Académie Julian אקדמיה ז'וליאן Académie de la Grande Chaumière אקדמיה גראנד שומיאר Académie des Beaux-Arts האקדמיה לאמנויות היפות Académie française האקדמיה הצרפתית Acanthaceae קוציציים Acanthaceae קטגוריה:קוציציים Acanthamoeba Acanthamoeba Acanthobrama hulensis לבנון החולה Acanthobrama telavivensis לבנון הירקון Acanthodactylus קטגוריה:שנוניות Acanthodactylus שנונית Acanthophis פתן המוות Acanthosis אקנתוזיס Acanthuridae בתרניים Acanthus אקנתוס Acanthus קוציץ Acanthus שריגים Acapulco אקפולקו Acarnania אקארנאניה Acca sellowiana פיג'ואה Accademia Carrara di Belle Arti di Bergamo אקדמיית קררה Accademia Filarmonica di Bologna אקדמיה פילארמוניקה Accademia Nazionale di Santa Cecilia האקדמיה הלאומית למוזיקה סנטה צ'צ'יליה Accademia degli Arcadi האקדמיה של ארקדיה Accelerated Graphics Port Accelerated Graphics Port Acceleration תאוצה Accelerator מאיץ Accelerometer מד תאוצה Accent מבטא Accenture אקסנצ'ר Accept אקספט Acceptance קבלה Acceptance testing בדיקות קבלה Access control list רשימת בקרת גישה Accessibility נגישות Accessibility קטגוריה:נגישות Accessible information קטגוריה:נגישות מידע ותקשורת Accessible surface area שטח פנים נגיש Accessible toilet שירותים נגישים Accessible tourism תיירות נגישה Accession Council מועצת העלייה Accessory nerve עצב הלוואי Accident דיקטו סימפליקיטר Accident תאונה Accidental סימן היתק Accidental deaths קטגוריה:הרוגי תאונות Accidents קטגוריה:תאונות Accidents and incidents involving United States Air Force aircraft קטגוריה:חיל האוויר של ארצות הברית: תקריות ואסונות Accidents and incidents involving helicopters קטגוריה:תאונות מסוקים Accidents and incidents involving military aircraft קטגוריה:תקריות ואסונות תעופה של כלי טיס צבאיים Accidents and incidents involving the Boeing 707 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 707 Accidents and incidents involving the Boeing 727 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 727 Accidents and incidents involving the Boeing 737 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 737 Accidents and incidents involving the Boeing 747 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 747 Accidents and incidents involving the Boeing 757 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 757 Accidents and incidents involving the Boeing 767 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 767 Accidents and incidents involving the Boeing 777 קטגוריה:תקריות ואסונות תעופה במעורבות מטוסי בואינג 777 Accidents and incidents involving the Sikorsky CH-53 Sea Stallion קטגוריה:אסונות מסוקי יסעור Accipiter נץ Accipiter קטגוריה:נץ Accipitridae נציים Accipitridae קטגוריה:נציים Accipitriformes דורסי יום Accipitriformes קטגוריה:דורסי יום Acco Festival of Alternative Israeli Theatre פסטיבל עכו Accolade אקולייד AccorHotels אקור AccorHotels Arena ברסי ארנה Accordion אקורדיון Accordion Crimes פשעי אקורדיון Accordionists קטגוריה:נגני אקורדיון Account חשבון Account creator ויקיפדיה:יוצר חשבונות Account executive תקציבאות Accountant מנהל חשבונות Accountants קטגוריה:חשבונאים Accounting חשבונאות Accounting קטגוריה:חשבונאות Accounting תבנית:חשבונאות Accounting firms קטגוריה:משרדי ראיית חשבון Accounting liquidity נזילות פיננסית Accounting systems קטגוריה:הנהלת חשבונות Accra אקרה Accra קטגוריה:אקרה Accra Great Olympics F.C. גרייט אולימפיקס Accra Hearts of Oak S.C. אקרה הארטס אוף אוק Accra Hearts of Oak SC players קטגוריה:כדורגלני אקרה הארטס אוף אוק Accra hearts of oak sc.png קובץ:Accra hearts of oak sc.gif Accretion disk דיסקת ספיחה Acculturation תירבות Accumulated Campaign Service Medal מדליית שירות המערכה המצטבר Accuracy International AWM AWM Accuracy International Arctic Warfare ארקטיק וורפר Accuracy and precision דיוק ונכונות Ace Ace Ace אס Ace הגשה ללא מענה Ace Ventura: Pet Detective אייס ונטורה: בלש בצחוק Ace of Base אייס אוף בייס Ace of Base קטגוריה:אייס אוף בייס Ace of Base תבנית:אייס אוף בייס Ace of Spades Ace of Spades AceMyth/Occam's razor תערו של אוקאם Aceh אצ'ה Aceh Sultanate סולטנות אצ'ה Acer Inc. Acer Acer monspessulanum אדר קטן עלים Acer obtusifolium אדר סורי Aces High Aces High Aces High אלופי ההפלות Acesulfame potassium אצסולפאם-K Acetabularia אצטבולריה Acetabulum מרחשת Acetaldehyde אצטאלדהיד Acetazolamide אצטזולאמיד Acetic acid חומצה אצטית Acetic anhydride אנהידריד אצטי Acetone אצטון Acetone peroxide טריאצטון Acetyl-CoA אצטיל קואנזים A Acetylcholine אצטילכולין Acetylcholinesterase אצטילכולין אסטראז Acetylcholinesterase inhibitor מעכבי אצטילכולין אסטראז Acetylcholinesterase inhibitors קטגוריה:מעכבי אצטילכולין אסטראז Acetylene אצטילן Achaea אכאיה Achaean League הליגה האכאית Achaeans אכאים Achaemenes האחמניש Achaemenid Empire הממלכה האחמנית Achaemenid Empire קטגוריה:הממלכה האחמנית Achai Gaon רב אחא משבחא Achalasia אכלזיה Achamán אצ'מן Achan עכן Achan עכן בן כרמי Acharei Mot פרשת אחרי מות Acharonim אחרונים Achatina fulica חילזון אפריקאי ענק Achefer אצ'פר Achelousaurus אכלוזאורוס Achernar אכרנר Acheron אכרון Acheulean התרבות האשלית Acheulean קטגוריה:התרבות האשלית Acheulo-Yabrudian complex התרבות האשלו-יברודית Achi Brandt אחי ברנדט Achiam אחיעם שושני Achillas אכילאס Achille Peri אקילה פרי Achille Starace אקילה סטראצ'ה Achillea אכילאה Achillea millefolium אכילאה אלף העלה Achilleas Kaimakli אכילאס קאימקלי Achilleion אכיליון Achilles אכילס Achilles Painter צייר אכילס Achilles' heel עקב אכילס Achinoam Nini אחינועם ניני Achish אכיש Achmat Dangor אחמת דנגור Achrafieh אשרפייה Achromatic lens עדשה אכרומטית Achsah עכסה Achshaph אכשף Achtste Groepers Huilen Niet טיוטה:ילדים גדולים לא בוכים Achtung Baby Achtung Baby Achva אגודת אחוה Achva שכונת אחווה Achva Academic College המכללה האקדמית אחוה Achziv אכזיב Achziv Islands איי אכזיב Aciclovir אציקלוביר Acid אסיד Acid חומצה Acid jazz אסיד ג'אז Acid rain גשם חומצי Acid strength חומצה חזקה Acidity regulator חומר מווסת חומציות Acids קטגוריה:חומצות Acinaces אקינקס Acipenser חדקן Acipenseriformes קטגוריה:חדקנאים Acireale אצ'יריאלה Ackermann function פונקציית אקרמן Acknowledgements of death קטגוריה:הספד Acme Corporation אקמי Acmeist poetry אקמאיזם Acne vulgaris אקנה Acol אקול Acolytes השוליות Aconcagua אקונקגווה Acorn בלוט Acorn Community Farm קהילת הבלוט Acorn squash דלעת ערמונים Acorn woodpecker נקר בלוטים Acorus אקורוס Acosmism אקוסמיזם Acoustic Kitty קיטי האקוסטית Acoustic emission פליטה אקוסטית Acoustic guitar גיטרה אקוסטית Acoustic mirror מראה אקוסטית Acoustica Acoustica Acoustics אקוסטיקה Acoustics קטגוריה:אקוסטיקה Acqua alta אקווה אלטה Acquaviva אקואוויווה Acra מצודת החקרא Acrantophis חנק מלגשי Acrantophis dumerili חנק דומריל מלגשי Acrantophis madagascariensis חנק קרקע מלגשי Acre אקר Acre אקרי Acre קטגוריה:אקרי Acre Al-Manshiyya מנשייה Acre Cruzeiro do Sul קרוזיירו דו סול Acre Municipal Stadium אצטדיון טוטו עכו Acre Prison כלא עכו Acre Prison break הפריצה לכלא עכו Acre Railway Station תחנת הרכבת עכו Acre Rio Branco ריו ברנקו Acre Sanjak נפת עכו Acrididae קטגוריה:חגביים Acridotheres מיינה Acrisius אקריסיוס Acrobatic Gymnastics World Championships אליפות העולם באקרובטיקה Acrobatic gymnastics התעמלות אקרובטית Acrobatics לוליינות Acrocanthosaurus אקרוקנתוזאורוס Acrocephalus קנית Acrochordidae נחשים נהריים Acrochordon סרח עור Acrolein אקרוליין Acromegaly אקרומגליה Acromioclavicular joint מפרק שיא הכתף והבריח Acromioplasty אקרומיופלסטיה Acronym ראשי תיבות Acronyms קטגוריה:ראשי תיבות וקיצורים Acrophobia פחד גבהים Acrophony אקרופוניה Acropolis אקרופוליס Acropolis Museum מוזיאון האקרופוליס Acropolis of Athens האקרופוליס באתונה Acropolis of Athens קטגוריה:האקרופוליס באתונה Across a Billion Years על פני מיליארד שנה Across the Open Sea Across the Open Sea Across the River and into the Trees מעבר לנהר ואל בין העצים Across the Universe Across the Universe Acrostic אקרוסטיכון Acrotatus I אקרוטאטוס הראשון Acrotatus II אקרוטאטוס השני Acrylamide אקרילאמיד Acrylic acid חומצה אקרילית Acrylic paint אקריליק Acrylonitrile butadiene styrene ABS Act מערכה Act Naturally Act Naturally Act of Settlement 1701 חוק ההסדר 1701 Acta Crystallographica אקטה קריסטלוגרפיקה Acta Diurna Acta Diurna Acta Mathematica Acta Mathematica Actaeon אקטיון Actimel אקטימל Actin אקטין Acting משחק Acting קטגוריה:משחק Acting out החצנת התנהגות Actinide אקטיניד Actinides קטגוריה:אקטינידים Actinidiaceae קטגוריה:אקטינידיים Actinium אקטיניום Actinolite אקטינוליט Actinopterygii מקריני סנפיר Action פעולה Action Comics 1.jpg קובץ:Action comics 1.jpg Action Dad אקשן של הורים Action Française אקסיון פראנסז Action Reconciliation Service for Peace אות הכפרה והשלום Action cover.jpg קובץ:Action1.jpg Action figure אקשן פיגר Action film סרט פעולה Action films קטגוריה:סרטי פעולה Action films by genre קטגוריה:סרטי פעולה לפי סוגה Action films by series קטגוריה:סדרות סרטי פעולה Action game משחק פעולה ממוחשב Action of 22 September 1914 תקרית 22 בספטמבר 1914 Action of 30 September 1639 קרב מורמוגאו Action off Bougainville הקרב מול בוגנוויל Action painting ציור פעולה Action potential דחף עצבי ActionScript ActionScript Actions along the Matanikau הקרבות בנהר מטניקאו Actiq אקטיק Activated carbon פחם פעיל Activation שפעול Activation energy אנרגיית שפעול Active Directory Active Directory Active Server Pages Active Server Pages Active galactic nucleus גרעין גלקטי פעיל Active intellect השכל הפועל Active learning למידה פעילה Active protection system מערכת הגנה אקטיבית Active site אתר פעיל Active transport הובלה פעילה Activision Activision Activism אקטיביזם Activism קטגוריה:אקטיביזם Activists קטגוריה:פעילים חברתיים Activists who committed suicide קטגוריה:מתאבדים: פעילים פוליטיים Activities of daily living פעולות היומיום Activities prohibited on Shabbat ל"ט אבות מלאכה Actor שחקן Actors קטגוריה:שחקנים Actors Studio אולפן השחקנים Actors by nationality קטגוריה:שחקני קולנוע וטלוויזיה לפי מוצא Actor–network theory תאוריית השחקן-רשת Actor–observer asymmetry הטיית הצופה המשתתף Acts of Peter מעשי פטרוס Acts of Peter and Paul מעשי פטרוס ופאולוס Acts of Supremacy חוק העליונות הראשון Acts of Union 1707 חוקי האיחוד של 1707 Acts of Union 1800 חוק האיחוד של 1800 Acts of the Apostles מעשי השליחים Acts of the Parliament of Scotland קטגוריה:סקוטלנד: חוקים Acts of the Parliament of the United Kingdom קטגוריה:חוקים של הפרלמנט הבריטי Acts of the Parliament of the United Kingdom concerning the House of Lords קטגוריה:חוקים העוסקים בבית הלורדים הבריטי Actuarial science אקטואריה Actuary אקטואר Actus Tragicus אקטוס טרגיקוס Acupuncture דיקור סיני Acura אקורה Acute abdomen בטן חריפה Acute bronchitis דלקת סימפונות חריפה Acute coronary syndrome תסמונת כלילית חדה Acute kidney injury אי-ספיקת כליות חריפה Acute liver failure אי ספיקת כבד חריפה Acute lower respiratory infections קטגוריה:זיהומים חריפים בדרכי הנשימה התחתונות Acute lymphoblastic leukemia לוקמיה לימפוציטית חריפה Acute myeloid leukemia לוקמיה מיאלואידית חריפה Acute pancreatitis דלקת לבלב חריפה Acute radiation syndrome תסמונת קרינה חריפה Acute tubular necrosis נמק חריף של האבוביות Acute upper respiratory infections קטגוריה:זיהומים חריפים בדרכי הנשימה העליונות Acyl אציל Ad Halom גשר עד הלום Ad exchange בורסת פרסום Ad hoc אד הוק Ad hominem אד הומינם Ad infinitum אד אינפיניטום Ad nauseam אד נאוסאם Ad-Dhahiriya דאהרייה Ad-Dhuha סורת אל-צ'חא Ad-Dustour א-דוסתור AdSense Google AdSense AdWords Google AdWords Ada עדה Ada Aharoni עדה אהרוני Ada Feinberg-Sireni עדה פיינברג-סירני Ada Karmi-Melamede עדה כרמי-מלמד Ada Kok אדה קוק Ada Lovelace עדה לאבלייס Ada Maimon עדה מימון Ada Nicodemou אדה ניקודמו Ada Yonath עדה יונת Ada de Warenne עדה דה וארן Adacore/Solar Energy אנרגיה סולארית Adad אדד Adad-nirari אדד-ניררי Adad-nirari I אדד-ניררי הראשון Adad-nirari II אדד-ניררי השני Adad-nirari III אדד-ניררי השלישי Adages קטגוריה:חוכמת חיים Adakite אדקיט Adalah – The Legal Center for Arab Minority Rights in Israel עדאלה - המרכז המשפטי לזכויות המיעוט הערבי בישראל Adalbert of Prague אדלברט מפראג Adalbert von Goldschmidt אדלברט פון גולדשמידט Adalimumab אדלימומאב Adam אדם Adam Adom משתמש:אדם אדום Adam Arkin אדם ארקין Adam Baal Shem אדם בעל שם Adam Baldwin אדם בולדווין Adam Baruch אדם ברוך Adam Bizanski אדם ביזנסקי Adam Brody אדם ברודי Adam Clayton אדם קלייטון Adam Cohen אדם כהן Adam Czerniaków אדם צ'רניאקוב Adam Darski אדם דרסקי Adam Driver אדם דרייבר Adam Ferguson אדם פרגוסון Adam Goldberg אדם גולדברג Adam Grant אדם גרנט Adam Green אדם גרין Adam Greenberg אדם גרינברג Adam Gregory אדם גרגורי Adam Haluska אדם הלסקה Adam Haywood אדם הייווד Adam Irigoyen אדם איריגוין Adam Jerzy Czartoryski אדם ייז'י צ'ארטוריסקי Adam Johann von Krusenstern אדם יוהאן פון קרוזנשטרן Adam Jones אדם ג'ונס Adam Kadmon אדם קדמון Adam Kinzinger אדם קינזינגר Adam Lallana אדם לאלאנה Adam Lambert אדם למברט Adam Levine אדם לוין Adam Maher אדם מאהר Adam Matthews אדם מת'יוס Adam McKay אדם מקיי Adam Mickiewicz אדם מיצקביץ' Adam Milstein אדם מילשטיין Adam Muszka אדם מושקא Adam Peaty אדם פיטי Adam Phillips אדם פיליפס Adam Rapacki אדם רפצקי Adam Rayner אדם ריינר Adam Resurrected אדם בן כלב Adam Riess אדם ריס Adam Rodriguez אדם רודריגז Adam Sandler אדם סנדלר Adam Schiff אדם שיף Adam Sessler אדם ססלר Adam Silver אדם סילבר Adam Smith אדם סמית Adam Tihany אדם טיהאני Adam Warlock אדם וורלוק Adam Zertal אדם זרטל Adam and Eve אדם וחוה Adam and Eve קטגוריה:אדם וחוה Adam de la Halle אדם דה לה האל Adam's Bridge גשר אדם Adam's Rib צלע האדם Adam's apple גרגרת Adam88/Critique of Finno-Ugric and Uralic language groups, שפות אוראליות AdamRaizen משתמש:AdamRaizen AdamRaizen/Ramla משתמש:AdamRaizen/רמלה Adama אדאמה Adama אדמה Adama Traoré אדאמה טראורה Adamantios Korais אדאמנטיוס קוראיס Adamantium אדמנטיום Adamit אדמית Adamov אדמוב Adamovich אדמוביץ Adams אדמס Adams County מחוז אדמס Adams Memorial אנדרטת אדמס Adams–Onís Treaty הסכם אדמס-אוניס Adan אדן Adana אדנה Adana קטגוריה:אדנה Adana Archaeology Museum המוזיאון הארכאולוגי של אדנה Adana Province אדנה Adanim עדנים Adanim Youth Village עדנים Adansonia digitata באובב Adaolm משתמש:אדעולם Adapa אדאפה Adaptation אדפטיישן Adaptation אדפטציה Adaptation הסתגלות אבולוציונית Adaptation. film.jpg תמונה:Adaptation film.jpg Adar אדר Adar קטגוריה:אדר Adato אדטו Adda bar Ahavah רב אדא בר אהבה Adda of Bernicia מלך ברניקיה אדה Addams Family Values החיים על פי משפחת אדמס Addax דישון Addiator אדיאטור Addiction התמכרות Addiction קטגוריה:התמכרות Adding machine מכונת חישוב Addington אדינגטון Addis Ababa אדיס אבבה Addis Ababa קטגוריה:אדיס אבבה Addis Ababa Agreement הסכמי אדיס אבבה Addis Ababa Bole International Airport נמל התעופה הבינלאומי אדיס אבבה בולה Addis Ababa St. George's Cathedral קתדרלת גאורגיוס הקדוש Addis Ababa Stadium אצטדיון אדיס אבבה Addis Ababa University אוניברסיטת אדיס אבבה Addis Mercato מרקאטו Addison's disease מחלת אדיסון Addition חיבור Addition reaction תגובת סיפוח Additions to Daniel תוספות לספר דניאל Additive color צבעים חיבוריים Additive identity איבר האפס Additive inverse מספר נגדי Additive map פונקציה אדיטיבית Additive white Gaussian noise AWGN Address כתובת Address Resolution Protocol Address Resolution Protocol Adductor brevis muscle השריר המתוויך הקצר Adductor longus muscle השריר המתוויך הארוך Adductor magnus muscle השריר המתוויך הגדול Adductor pollicis muscle השריר מתוויך האגודל Ade Akinbiyi אדה אקיניבי Ade Edmondson אדריאן אדמונדסון Adebayo Adedeji אדאבאיו אדדג'י Adei Ad עדי עד Adeimantus of Corinth אדימאנטוס מקורינתוס Adel Emam עאדל אמאם Adel Safar עאדל ספאר Adel Sellimi עאדל סלימי Adelaide אדלייד Adelaide קטגוריה:אדלייד Adelaide Island אדלייד Adelaide United FC players קטגוריה:כדורגלני אדלייד יונייטד Adelaide of Saxe-Meiningen אדלייד מסקסוניה-מיינינגן Adelard of Bath אדלארד מבאת' Adelardo Rodríguez אדלרדו רודריגס Adelbert Schulz אדלברט שולץ Adelbert von Chamisso אדלברט פון שאמיסו Adele אדל Adele ספר:אדל Adele קטגוריה:אדל Adele תבנית:אדל Adele Goldberg אדל גולדברג Adele Live Adele Live Adele Marcus אדל מרכוס Adele albums קטגוריה:אלבומי אדל Adele songs קטגוריה:שירי אדל Adelina Patti אדלינה פאטי Adelman אדלמן Adelphoe האחים Ademir Marques de Menezes אדמיר Aden עדן Aden Abdullah Osman Daar עדן עבדוללה עוסמאן דאר Aden Adde International Airport נמל התעופה הבינלאומי מוגדישו Aden Governorate עדן Adenine אדנין Adenium obesum אדניום נפוח Adenoid אדנואיד Adenoid hypertrophy אדנואיד Adenoma אדנומה Adenomyosis אדנומיוזיס Adenosine אדנוזין Adenosine diphosphate ADP Adenosine triphosphate ATP Adenoviridae Adenoviridae Adenovirus serotype 36 אדנו וירוס 36 Adenylate kinase אדנילאט קינאז Adenylyl cyclase אדנילט ציקלאז Aderet אדרת Aders' duiker צביון אדרס Ades Synagogue בית הכנסת עדס Adevărul אדוורול Adewale Akinnuoye-Agbaje אדוואלה אקינואויה-אגבאג'ה Adhan אד'אן Adhemar da Silva אדהמר דה סילבה Adherbal אדהרבעל Adherbal אדרבעל Adhesion אדהזיה Adhesive דבק Adhesive bandage אגד מדבק Adhesive tape סרט דביק Adhesives קטגוריה:דבק Adi Ashkenazi עדי אשכנזי Adi Barkan עדי ברקן Adi Bichman עדי ביכמן Adi Bielski עדי בילסקי Adi Choir מקהלת עדי Adi Ezroni עדי עזרוני Adi Gotlieb אדי גוטליב Adi Himmelbleu עדי הימלבלוי Adi Koll עדי קול Adi Konstantinos עדי קונסטנטינוס Adi Nes עדי נס Adi Nimni עדי נמני Adi Ophir עדי אופיר Adi Ran עדי רן Adi Shamir עדי שמיר Adi Shankara שנקרה Adi Sorek עדי שורק Adi Stein עדי שטיין Adi Talmor עדי טלמור Adiabatic process תהליך אדיאבטי Adiabene חדייב Adiantum capillus-veneris שערות שולמית מצויות Adib אדיב Adib Sabir אדיב סאביר Adib Shishakli אדיב שישכלי Adidas אדידס Adidas Brazuca בראזוקה Adidas159 user:adidas159 Adiel Amorai עדיאל אמוראי Adiel lo~enwiki משתמש:Adiel lo Adige אדיג'ה Adigeni Municipality נפת אדיגני Adijarca תבנית:משתמש פיירפוקס Adil Chihi עדיל שיחי Adil Rami עדיל ראמי Adilgerei Magomedtagirov אדילגריי מגומדטאגירוב Adin Steinsaltz עדין אבן ישראל Adin Talbar עדין טלבר Adina Bar-Shalom עדינה בר-שלום Adina Hoffman עדינה הופמן Adipic acid חומצה אדיפית Adiponectin אדיפונקטין Adipose tissue רקמת שומן Adiposogenital dystrophy ניוון אדיפוסוגאניטאלי Adir אדיר Adir Miller אדיר מילר Adir Tubul אדיר טובול Adir Zik אדיר זיק Adirim אדירים Adirondack chair כיסא אדירונדק Adisu Massala אדיסו מאסלה Adivasi אדיוואסי Adjacency matrix מטריצת שכנות Adjar Autonomous Soviet Socialist Republic הרפובליקה האוטונומית הסובייטית הסוציאליסטית של אג'ריה Adjara אג'ריה Adjara קטגוריה:אג'ריה Adjarians אג'רים Adjective תואר השם Adjoint representation of a Lie algebra ההצגה הצמודה Adjugate matrix מטריצה מצורפת Adjunct תיאור Adjunct professor מורה מן החוץ Adjunct professors in North America מורה מן החוץ Adjustable gastric band ניתוח הצרת קיבה Adjustable spanner מפתח שוודי Adjutant שליש Adjutant Corps חיל השלישות Adjuvant אדג'וונט Adlai Stevenson I עדלי סטיבנסון Adlai Stevenson II עדלי סטיבנסון Adler אדלר Adler Planetarium פלנטריום אדלר Adloyada עדלאידע Adly Mansour עדלי מנסור Admete אדמטה Admiel Kosman אדמיאל קוסמן Administration קטגוריה:מנהל עסקים Administration for the Development of Weapons and Technological Infrastructure פיתוח אמצעי לחימה ותשתית טכנולוגית המינהל למחקר Administrative Department of Security מחלקת הביטחון האדמיניסטרטיבי של קולומביה Administrative atolls of the Maldives קטגוריה:המלדיביים: חלוקה מנהלית Administrative detention מעצר מנהלי Administrative division חלוקה מנהלית Administrative divisions of Abkhazia תבנית:מחוזות אבחזיה Administrative divisions of Armenia מחוזות ארמניה Administrative divisions of Azerbaijan מחוזות אזרבייג'ן Administrative divisions of Bermuda מחוזות איי ברמודה Administrative divisions of Bermuda תבנית:ברמודה Administrative divisions of Cabo Verde מחוזות כף ורדה Administrative divisions of Cambodia מחוזות קמבודיה Administrative divisions of China חלוקה מנהלית של סין העממית Administrative divisions of China קטגוריה:סין: חלוקה מנהלית Administrative divisions of East Germany חלוקה מנהלית של גרמניה המזרחית Administrative divisions of France חלוקה מנהלית של צרפת Administrative divisions of Georgia מחוזות גאורגיה Administrative divisions of Georgia תבנית:מחוזות גאורגיה Administrative divisions of Greenland מחוזות גרינלנד Administrative divisions of Laos מחוזות לאוס Administrative divisions of Lithuania חלוקה מנהלית של ליטא Administrative divisions of Mexico מדינות מקסיקו Administrative divisions of Moldova מחוזות מולדובה Administrative divisions of Moscow חלוקה מנהלית של מוסקבה Administrative divisions of Myanmar מחוזות ומדינות מיאנמר Administrative divisions of New Caledonia מחוזות קלדוניה החדשה Administrative divisions of North Korea מחוזות קוריאה הצפונית Administrative divisions of Portugal חלוקה מנהלית של פורטוגל Administrative divisions of Saint Petersburg חלוקה מנהלית של סנקט פטרבורג Administrative divisions of Singapore מחוזות סינגפור Administrative divisions of Somalia מחוזות סומליה Administrative divisions of South Korea מחוזות קוריאה הדרומית Administrative divisions of South Ossetia מחוזות דרום אוסטיה Administrative divisions of South Ossetia קטגוריה:דרום אוסטיה: חלוקה מנהלית Administrative divisions of Spain תבנית:הקהילות האוטונומיות של ספרד Administrative divisions of Tonga מחוזות טונגה Administrative divisions of Transnistria מחוזות טרנסניסטריה Administrative divisions of Turkey חלוקה מנהלית של טורקיה Administrative divisions of Ukraine חלוקה מנהלית של אוקראינה Administrative divisions of Ukraine תבנית:מחוזות אוקראינה Administrative divisions of Wisconsin החלוקה המנהלתית של ויסקונסין Administrative divisions of the Federated States of Micronesia מדינות מיקרונזיה Administrative divisions of the Maldives מחוזות האיים המלדיביים Administrative divisions of the Nagorno-Karabakh Republic מחוזות נגורנו קרבאך Administrative divisions of the Ottoman Empire חלוקה מנהלית של האימפריה העות'מאנית Administrative divisions of the Republic of China מחוזות הרפובליקה הסינית Administrative law משפט מנהלי Administrative law קטגוריה:משפט מנהלי Administrative okrugs of Moscow קטגוריה:מחוזות מוסקבה Administrative regions of Greece מחוזות יוון Administrative regions of Greece קטגוריה:יוון: מחוזות Administrative regions of Greece תבנית:מחוזות יוון Administrative units of Pakistan מחוזות פקיסטן Administrator intervention against vandalism ויקיפדיה:בקשות ממפעילים#בקשות חסימה / הסרת חסימה Administrators ויקיפדיה:מפעיל מערכת Administrators of NASA קטגוריה:מנהלי נאס"א Administrators of Palestine קטגוריה:אנשי שלטון בריטים בתקופת המנדט Administrators' guide ויקיפדיה:הנחיות למפעילי מערכת Administrators' noticeboard ויקיפדיה:בקשות ממפעילים Admir Mehmedi אדמיר מחמדי Admiral אדמירל Admiral Duncan אדמירל דאנקן Admiral Kuznetsov Strait מצר אדמירל קוזנצוב Admiral Vladivostok אדמירל ולדיווסטוק Admiral of the Fleet אדמירל הצי Admiral's Men אנשי האדמירל Admirals קטגוריה:אדמירלים Admirals of Germany קטגוריה:אדמירלים גרמנים Admirals of the Imperial German Navy קטגוריה:אדמירלים בצי הקיסרי הגרמני Admiralteysky District רובע האדמירליות Admiralty אדמירליות Admiralty האדמירליות Admiralty Arch קשת האדמירליות Admiralty Mountains הרי האדמירליות Admiralty Tunnel מנהרת האדמירליות Admiralty law משפט ימי Admiration הערצה Admiration of foreign cultures קטגוריה:הערצת תרבויות זרות Admittance אדמיטנס Admon אדמון Admoni אדמוני Admonitio generalis אדמוניציו גנרליס Adnan עדנאן Adnan Badran עדנאן בדראן Adnan Hajj photographs controversy פרשיית תצלומי עדנאן חאג' Adnan Januzaj עדנאן יאנוזאי Adnan Khashoggi עדנאן חשוגי Adnan Menderes אדנאן מנדרס Adnan Menderes Airport נמל התעופה הבינלאומי איזמיר אדנאן מנדרס Adnan Pachachi עדנאן אל-פאצ'צ'י Adnan Terzić עדנאן טרזיץ' Adnan Zahirović עדנאן זהירוביץ' Adnan al-Ghoul עדנאן אל-ע'ול Ado Birk אדו בירק Adobe טיט Adobe Acrobat אדובי אקרובט Adobe After Effects אדובי אפטר אפקטס Adobe Atmosphere אדובי אטמוספיר Adobe Creative Suite אדובי קריאייטיב סויט Adobe Dreamweaver Adobe Dreamweaver Adobe Fireworks אדובי פיירוורקס Adobe Flash אדובי פלאש Adobe Flash Player Adobe Flash Player Adobe FreeHand פריהנד Adobe Illustrator אדובי אילוסטרייטור Adobe InDesign אדובי אינדיזיין Adobe JRun מקרומדיה ג'יירן Adobe Photoshop אדובי פוטושופ Adobe Photoshop Elements אדובי פוטושופ אלמנטס Adobe Premiere Pro אדובי פרמייר פרו Adobe Systems אדובי מערכות Adobe Systems קטגוריה:אדובי מערכות AdobeCS תבנית:אדובי CS Adolescence התבגרות Adolf Albin אדולף אלבין Adolf Anderssen אדולף אנדרסן Adolf Aron Baginsky אדולף בגינסקי Adolf Berman אברהם ברמן Adolf Burger אדולף בורגר Adolf Busch אדולף בוש Adolf Butenandt אדולף בוטנאנדט Adolf Dassler אדולף דסלר Adolf Eichmann אדולף אייכמן Adolf Eichmann קטגוריה:אדולף אייכמן Adolf Engler אדולף אנגלר Adolf Erik Nordenskiöld אדולף אריק נורדנשלד Adolf Erman אדולף ארמן Adolf Fischhof אדולף פישהוף Adolf Galland אדולף גאלאנד Adolf Georg Olland אדולף אולנד Adolf Grünbaum אדולף גרונבאום Adolf Hamann אדולף האמן Adolf Heusinger אדולף הויזינגר Adolf Hirémy-Hirschl אדולף הירמי-הירשל Adolf Hitler אדולף היטלר Adolf Hitler קטגוריה:אדולף היטלר Adolf Hurwitz אדולף הורוויץ Adolf Jellinek אהרן ילינק Adolf Kramer אדולף קרמר Adolf Lindstrøm אדולף הנריק לינדסטרום Adolf Loos אדולף לוס Adolf Lüderitz אדולף לידריץ Adolf Neubauer אדולף נויבאואר Adolf Pokorny אדולף פוקורני Adolf Rading אדולף רדינג Adolf Rosenzweig אדולף רוזנצווייג Adolf Rudnicki אדולף רודניצקי Adolf Schmal אדולף שמאל Adolf Schwarz אדולף שוורץ Adolf Schärf אדולף שרף Adolf Shayevich אדולף שייביץ' Adolf Stand אדולף שטנד Adolf Stoecker אדולף שטקר Adolf Strauss אדולף שטראוס Adolf Windaus אדולף וינדאוס Adolf Zinkl אדולף צינקל Adolf von Baeyer אדולף פון באייר Adolf-Friedrich Kuntzen אדולף-פרידריך קונצן Adolfo Kaminsky אדולפו קמינסקי Adolfo López Mateos אדולפו לופס מטאוס Adolfo Rodríguez Saá אדולפו רודריגס סאה Adolfo Ruiz Cortines אדולפו רואיס קורטינס Adolfo Suárez אדולפו סוארס Adolfo Suárez Madrid–Barajas Airport נמל התעופה מדריד-בראחס Adolfo Valencia אדולפו ולנסיה Adolfo de la Huerta אדולפו דה לה ורטה Adolfobs93 משתמש:Adolfobs93 Adolph Althoff אדולף אלטהוף Adolph Brodsky אדולף ברודסקי Adolph Caesar אדולף סיזר Adolph Gottlieb אדולף גוטליב Adolph Joffe אדולף יופה Adolph Kiefer אדולף קיפר Adolph Marix אדולף מריקס Adolph Menzel אדולף פון מנצל Adolph Ochs אדולף אוקס Adolph Winkler Goodman אדולף וינקלר גודמן Adolph Zukor אדולף צוקור Adolph von Carlowitz אדולף פון קרלוביץ Adolphe Adam אדולף אדם Adolphe Crémieux אדולף כרמיה Adolphe Guillaumat אדולף גיומא Adolphe Pégoud אדולף פגו Adolphe Sax אדולף סאקס Adolphe Silbert אדולף סילבר Adolphe Thiers אדולף טייר Adon Olam אדון עולם Adoni אדוני Adoni-Bezek אדני בזק Adonijah אדוניה Adoniran Barbosa אדונירן ברבוזה Adonis אדוניס Adonis microcarpa דמומית קטנת-פרי Adonizedek אדני צדק Adopt-a-user ויקיפדיה:חממה Adoption אימוץ Adoram Keisi אדורם קייסי Adoration of the Magi הערצת המאגים Adoration of the Magi הערצת חכמי הקדם Adoration of the Shepherds סגידת הרועים Adore You Adore You Adrastea אדרסטאה Adrenal gland בלוטת יותרת הכליה Adrenal insufficiency תת פעילות בלוטת יותרת הכליה Adrenal medulla ליבת יותרת הכליה Adrenergic receptor קולטנים אדרנרגיים Adrenocorticotropic hormone הורמון אדרנוקורטיקוטרופי Adrenoleukodystrophy ALD Adria Airways אדריה איירווייז Adriaan Reland אדריאן רילאנד Adrian Boult אדריאן בולט Adrian Carton de Wiart אדריאן קרטון דה ויארט Adrian Dan Găman אדריאן דן גמאן Adrian Dantley אדריאן דאנטלי Adrian Goldsworthy אדריאן גולדסוורת'י Adrian Grenier אדריאן גרנייה Adrian Hastings אדריאן הייסטינגס Adrian Ilie אדריאן איליה Adrian Johnston אדריאן ג'ונסטון Adrian Legg אדריאן לג Adrian Lester אדריאן לסטר Adrian Lukis אדריאן לוקיס Adrian Moorhouse אדריאן מורהאוז Adrian Mutu אדריאן מוטו Adrian Năstase אדריאן נסטאסה Adrian Pasdar אדריאן פסדר Adrian Peterson אדריאן פיטרסון Adrian Popa אדריאן פופה Adrian Păunescu אדריאן פאונסקו Adrian Rawlins אדריאן רולינס Adrian Rochet אדריאן רוצ'ט Adrian Scarborough אדריאן סקרבורו Adrian Smith אדריאן סמית' Adrian Willaert אדריאן וילארט Adriana Barraza אדריאנה בראסה Adriana Behar אדריאנה בהר Adriana Karembeu אדריאנה סקלנריקובה Adriana Lima אדריאנה לימה Adrianne Curry אדריאן קורי Adriano אדריאנו Adriano אדריאנו קורייאה קלארו Adriano Banchieri אדריאנו בנקיירי Adriano Olivetti אדריאנו אוליבטי Adriatic Arena אדריאטיק ארנה Adriatic Plate הלוח האדריאטי Adriatic Sea הים האדריאטי Adriatic Veneti ונטים אדריאטים Adriel עדריאל המחולתי Adrien Brody אדריאן ברודי Adrien Dauzats אדריאן דוזה Adrien Rabiot אדריאן רביו Adrien Silva אדריאן סילבה Adrien de Gerlache אדריאן דה ז'רלאש Adrien-Marie Legendre אדריאן-מארי לז'נדר Adrienne Bolland אדריאן בולאנד Adrienne King אדריאן קינג Adrienne Rich אדריאן ריץ' Adrienne Shelly אדריאן שלי Adrián Fernández אדריאן פרננדס Adrián Ramos אדריאן ראמוס Adsorption ספיחה Adu אדו Adullam עדולם Adullam Grove Nature Reserve פארק עדולם Adult בגרות Adult Industry Medical Health Care Foundation Adult Industry Medical Health Care Foundation Adult Swim Adult Swim Adult attention deficit hyperactivity disorder הפרעת קשב בגילאי הבגרות Adult contemporary music Adult contemporary music Adunis אדוניס Adurim אדורים Adutiškis אדוטישקיס Adva Center מרכז אדוה Advance Australia Fair המנון אוסטרליה Advance healthcare directive הוראות רפואיות מקדימות Advance-fee scam העוקץ הניגרי Advanced Access Content System Advanced Access Content System Advanced Encryption Standard Advanced Encryption Standard Advanced Idea Mechanics A.I.M. Advanced Linux Sound Architecture ALSA Advanced Micro Devices AMD Advanced Packaging Tool APT Advanced Vector Extensions AVX Advanced glycation end-product AGEs Advanced trauma life support ATLS Advent הציפייה Advent calendar לוח הציפייה Adventism אדוונטיזם Adventure הרפתקה Adventure Thru Inner Space מסע דרך החלל הפנימי Adventure Time הרפתקאות פין וג'ייק Adventure fiction סיפור הרפתקאות Adventure film סרט הרפתקאות Adventure films קטגוריה:סרטי הרפתקאות Adventure films by series קטגוריה:סדרות סרטי הרפתקאות Adventure game משחק הרפתקה ממוחשב Adventure games קטגוריה:משחקי הרפתקה ממוחשבים Adventure novels קטגוריה:ספרי הרפתקאות ומסעות Adventure therapy טיפול באמצעות שטח Adventureland ארץ ההרפתקאות Adventures in Babysitting הבייביסיטריות יוצאות להרפתקאות Adventures of Huckleberry Finn הרפתקאותיו של האקלברי פין Adventures of Sonic the Hedgehog סוניק הקיפוד Adventures of the Little Mermaid בת הים הקטנה Adversarial system השיטה האדברסרית Adverse drug reaction תופעת לוואי Advertising פרסומת Advertising קטגוריה:פרסום Advertising agencies קטגוריה:משרדי פרסום Advertising agency משרד פרסום Advertising campaign מסע פרסום Advertising campaigns קטגוריה:מסעות פרסום Advertising in video games Advergame Advertising mail דואר זבל Advertising network רשת פרסום Advertising occupations קטגוריה:מקצועות הפרסום Advertorial תוכן שיווקי Advise & Consent הסנאט ימליץ ויאשר Advocaat אדבוקט Advocacy group קבוצת אינטרס Advocacy groups קטגוריה:שדולות Advocate עורך דין Adwa עדווה Adware תוכנת פרסום Adygea אדיגיה Adygea קטגוריה:אדיגיה Adygeysk אדיגייסק Adyghe Habze אדיגה חאבזה Adyghe grammar דקדוק אדיגית Adyghe language אדיגית Adysh אדישי Adysh Gospels הבשורה מאודיש Adzuki bean אזוקי Adélie Land ארץ אדלי Adélie penguin פינגווין אדלי Adıyaman אדיאמן Adıyaman Province אדיאמן Aeacus איאקוס Aedes אדס Aedes albopictus אדס מפוספס Aedile איידיל Aedui איידואים Aegadian Islands האיים האגאדיים Aegean Airlines אג'יאן איירליינס Aegean Islands האיים האגאיים Aegean Region הים האגאי Aegean Sea הים האגאי Aegean Sea קטגוריה:הים האגאי Aegean civilizations תרבויות אגאיות Aegean islands קטגוריה:איי הים האגאי Aegialomys galapagoensis חולדת אורז גלאפגוס Aegina אגינה Aegirine אגירין Aegisthus אייגיסתוס Aegospotami אייגוספוטמוי Aegukga המנון קוריאה הדרומית Aegukka המנון קוריאה הצפונית Aegyptopithecus אגיפטופיתקוס Aelfwald of Sussex מלך סאסקס אאלפוולד Aelia Capitolina איליה קפיטולינה Aelia Eudocia אליה אודוקיה Aelia Eudoxia אליה אודוקסיה Aelia Flaccilla אאליה פלקילה Aelius Aristides אייליוס אריסטידס Aemilianus איימליאנוס Aeneas איניאס Aeneas Mackintosh אניאס מקינטוש Aeneid אינאיס Aenesidemus אנסידמוס Aenne Biermann אנה בירמן Aeolian Islands האיים הליפאריים Aeolian Quartet רביעיית אאוליאן Aeolian processes שחיקה רוחית Aeolians איולים Aeolic Greek יוונית איולית Aeolipile כדור איאולוס Aeolus איולוס Aequitas אייקוויטס Aequorin אקוורין Aer Lingus אייר לינגוס Aerarii אירארי Aerial application ריסוס אווירי Aerial bombs קטגוריה:פצצות שימוש כללי Aerial firefighting כבאות אווירית Aerial operations and battles קטגוריה:קרבות ומבצעים אוויריים Aerial operations and battles involving Israel קטגוריה:חיל האוויר הישראלי: קרבות ומבצעים Aerial operations and battles of World War II קטגוריה:קרבות ומבצעים אוויריים במלחמת העולם השנייה Aerial operations and battles of World War II involving Germany קטגוריה:לופטוואפה: קרבות ומבצעים במלחמת העולם השנייה Aerial operations and battles of World War II involving the United Kingdom קטגוריה:חיל האוויר המלכותי: קרבות ומבצעים במלחמת העולם השנייה Aerial photography צילום אוויר Aerial photography קטגוריה:צילום אוויר Aerial refueling תדלוק אווירי Aerial silk חבל Aerial tramway רכבל Aerial tramways in Israel קטגוריה:רכבלים בישראל Aerial warfare לוחמה אווירית Aerial warfare קטגוריה:קרבות אוויר Aerial work platform אפרון Aermacchi MB-339 אארמקי MB-339 Aero Chord Aero Chord Aero India אירואינדיה AeroLogic AeroLogic Aerobatics אווירובטיקה Aerobatics קטגוריה:אווירובטיקה Aerobic organism אווירני Aerobics פעילות אירובית Aerobraking בלימה אטמוספירית Aerodynamics אווירודינמיקה Aerodynamics קטגוריה:אווירודינמיקה Aeroflot אירופלוט Aeroflot קטגוריה:אירופלוט Aeroflot Flight 3352 טיסה 3352 של אירופלוט Aeroflot Flight 3932 טיסה 3932 של אירופלוט Aeroflot Flight 593 טיסה 593 של אארופלוט Aeroflot Flight 964 טיסה 964 של אירופלוט Aerogel אירוג'ל Aerogram איגרת אוויר Aerojet General X-8 X-8 Aerolíneas Argentinas אארולינאס ארחנטינס Aeroméxico אארומקסיקו Aeronautical Accidents Investigation and Prevention Center המרכז לחקירת ומניעת תאונות אוויריות Aeronautics אווירונאוטיקה Aeronautics Defense Dominator דומינטור Aeronautics Defense Systems אירונאוטיקס Aeroparque Jorge Newbery אארופארקה חורחה ניוברי Aerope איירופה Aerophone אירופוניים Aerophones קטגוריה:כלי נשיפה Aerosmith אירוסמית' Aerosol spray תרסיס Aerospace Force of the Army of the Guardians of the Islamic Revolution חיל האוויר והחלל של משמרות המהפכה האסלאמית Aerospace companies קטגוריה:יצרני מטוסים Aerospace companies of France קטגוריה:יצרני מטוסים צרפתיים Aerospace companies of Germany קטגוריה:יצרני מטוסים גרמניים Aerospace engineering הנדסת אווירונאוטיקה Aerospace engineering קטגוריה:הנדסה אווירונאוטית Aerospace engineers קטגוריה:מהנדסי אווירונאוטיקה Aerospace museums קטגוריה:מוזיאוני אוויר וחלל Aerospike engine מנוע אארוספייק Aerosvit Airlines אארוסוויט Aerotropolis אירוטרופוליס Aeryon Scout סקאוט Aes Sedai אאס סדאי Aeschylus אייסכילוס Aeschylus Plays תבנית:מחזות אייסכילוס Aesculus hippocastanum ערמונית הסוסים Aescwine אסקווין Aeshma אאסמה דאווה Aeson איסון Aesop איזופוס Aesop Rock אייסופ רוק Aesop's Fables משלי איזופוס Aesop's Fables קטגוריה:משלי איזופוס Aesthetic relativism רלטיביזם אסתטי Aestheticism התנועה האסתטית Aesthetics אסתטיקה Aesthetics קטגוריה:אסתטיקה Aesthetics literature קטגוריה:חיבורים אסתטיים Aestivation תרדמת קיץ Aether אתר Aetolia אטוליה Aetolia-Acarnania אטוליה-אקארנאניה Aetolian League הליגה האיטולית Af icon תבנית:אפריקאנס Afanasy Fet אפנאסי פט Afar אפר Afar Region עפר Afar Region קטגוריה:עפר Afar Triangle משולש עפר Afar language עפרית Afar people עפרים Afek אפק Afeka אפקה Afeka College of Engineering אפקה - המכללה האקדמית להנדסה בתל אביב Affect אפקט Affection חיבה Affidavit תצהיר Affiliate marketing שיווק שותפים Affiliate network רשת שותפים Affine combination צירוף אפיני Affine space מרחב אפיני Affine variety יריעה אלגברית אפינית Affinity group קבוצת זיקה Affirmative action העדפה מתקנת Affirmative conclusion from a negative premise מסקנה מחייבת מהנחה שוללת Affirming a disjunct אישור מופרד Affirming the consequent אישור הסוגר Affix מוספית Affogato אפוגטו Affordable housing דיור בר השגה Affordance מזמינות Afforestation ייעור Affricate consonant עיצורים מחוככים Afghan Girl שרבט גולה Afghan Hound כלב אפגני Afghan Jews קטגוריה:יהודים אפגנים Afghan National Anthem המנון אפגניסטן Afghan Premier League ליגת העל האפגנית Afghan afghani אפגני Afghan culture קטגוריה:אפגניסטן: תרבות Afghan people קטגוריה:אפגנים Afghan politicians קטגוריה:פוליטיקאים אפגנים Afghanistan אפגניסטן Afghanistan קטגוריה:אפגניסטן Afghanistan at the Olympics אפגניסטן במשחקים האולימפיים Afghanistan at the Paralympics אפגניסטן במשחקים הפאראלימפיים Afghanistan national football team נבחרת אפגניסטן בכדורגל Afghanistan templates קטגוריה:תבניות ניווט - אפגניסטן Afghanistan–Israel relations יחסי אפגניסטן-ישראל Afik אפיק Afik Nissim אפיק ניסים Afikim אפיקים Afikoman אפיקומן Aflagg99/Sandbox - New Enterprise Services article Electronic Data Systems Aflagg99/Sandbox - Rework of EDS article Electronic Data Systems Aflaj Irrigation Systems of Oman מערכות אפלאג' להשקיה Aflibercept אפליברספט Afonso Alves אפונסו אלווס Afonso I of Portugal מלך פורטוגל אפונסו הראשון Afonso Pena אפונסו פנה Afonso V of Portugal מלך פורטוגל אפונסו החמישי Afonso VI of Portugal מלך פורטוגל אפונסו השישי Afonso de Albuquerque אפונסו דה אלבוקרקי Afonso de Paiva אפונסו דה פאיבה Afric Simone אפריק סימון Africa אפריקה Africa קטגוריה:אפריקה Africa Alphabet האלפבית של אפריקה Africa Cup of Nations גביע אפריקה לאומות Africa Cup of Nations קטגוריה:גביע אפריקה לאומות בכדורגל Africa Cup of Nations תבנית:גביעי אפריקה לאומות בכדורגל Africa Israel Investments אפריקה ישראל להשקעות Africa Squadron שייטת אפריקה Africa Women Cup of Nations אליפות אפריקה בכדורגל נשים Africa Women Cup of Nations קטגוריה:אליפויות אפריקה בכדורגל נשים Africa Women Cup of Nations תבנית:אליפויות אפריקה בכדורגל נשים African American Civil War Memorial אנדרטת הלוחמים השחורים במלחמת האזרחים African Americans אפרו-אמריקאים African Footballer of the Year כדורגלן השנה באפריקה African Footballer of the Year תבנית:כדורגלן השנה באפריקה African Footballer of the Year winners קטגוריה:זוכי פרס כדורגלן השנה באפריקה African French צרפתית אפריקאית African Great Lakes האגמים הגדולים של אפריקה African Hebrew Israelites of Jerusalem העבריים מדימונה African National Congress הקונגרס הלאומי האפריקני African Plate הלוח האפריקאי African Union האיחוד האפריקאי African Union קטגוריה:האיחוד האפריקאי African Union תבנית:האיחוד האפריקאי African art אמנות אפריקאית African brush-tailed porcupine דרבן עב זנב אפריקני African buffalo תאו אפריקני African bullfrog צפרדע שור אפריקנית African bush elephant פיל סוואנה אפריקני African civet זבד אפריקאי African clawless otter לוטרה חסרת טופר אפריקאית African clothing קטגוריה:לבוש מסורתי אפריקאי African collared dove תור צוחק African crake מלכישליו אפריקני African culture קטגוריה:אפריקה: תרבות African dance ריקוד אפריקאי African darter נחשון אפריקאי African elephant פיל אפריקני African finfoot טמשן אפריקני African fish eagle עיטם קולני African forest buffalo תאו היער African forest elephant פיל יער אפריקני African golden cat חתול זהוב אפריקני African golden wolf זאב זהוב אפריקאי African green pigeon יונה ירוקה אפריקנית African grey parrot אפרור אפריקני African ground squirrel סנאי קרקע African harrier-hawk איה זרונית אפריקנית African helmeted turtle צב קסדה אפריקני African jacana יקאנה אפריקנית African kings קטגוריה:מלכים אפריקאים African leopard נמר אפריקאי African linsang לינסנג אפריקני African manatee תחש נהרות אפריקני African marsh harrier זרון אפריקני African meningitis belt חגורת המנינגיטיס האפריקנית African national association football teams קטגוריה:נבחרות כדורגל אפריקאיות African olive pigeon יונת זית אפריקנית African palm civet זבד דקלים אפריקני African penguin פינגווין שחור רגל African people קטגוריה:עמי אפריקה African pied hornbill טוקוס אפריקני עקוד African pygmy mouse עכבר זעיר אפריקני African rock python פיתון סלעים אפריקני African sacred ibis מגלן קדוש אפריקני African skimmer גזרן אפריקני African society קטגוריה:החברה האפריקאית African softshell turtle צב רך מצוי African spoonbill כפן אפריקאי African spurred tortoise צב יבשה דרבני African striped weasel סמור אפריקאי African theatre of World War I קטגוריה:הזירה האפריקאית במלחמת העולם הראשונה African threadfish דבשתן ים-תיכוני African trypanosomiasis מחלת השינה African wild ass ערוד African wild dog זאב טלוא African writers קטגוריה:סופרים אפריקאים African-American Civil Rights Movement התנועה לזכויות האזרח African-American Civil Rights Movement מאבק האפרו-אמריקאים לשוויון זכויות African-American activists קטגוריה:פעילים אפרו-אמריקאים African-American literature ספרות אפרו-אמריקאית African-American literature קטגוריה:ספרות אפרו-אמריקאית African-American music מוזיקה שחורה African-American music קטגוריה:מוזיקה שחורה African-American poets קטגוריה:משוררים אפרו-אמריקאים African-American society קטגוריה:הקהילה האפרו-אמריקאית Africanized bee דבורה קטלנית Afrika Korps קורפוס אפריקה Afrikaans אפריקאנס Afrikaner Bond אפריקאנר בונד Afrikaner Weerstandsbeweging AWB Afrikaner people קטגוריה:אפריקאנרים Afrikaners אפריקאנרים Afriqiyah Airways אפריקייה איירווייז Afro אפרו Afro-Eurasia אירואפרסיה AfroBasket אליפות אפריקה בכדורסל Afroasiatic languages קטגוריה:שפות אפרו-אסיאתיות Afroasiatic languages שפות אפרו-אסיאתיות Afrojack אפרוג'ק Afroman אפרומן Afrosoricida טנרקאים Afrosoricida קטגוריה:טנרקאים Afrotheria אפרותריה Afrotis חוברה שחורה Afrotropic ecozone אפרוטרופי Afsaneh Najmabadi אפסאנה נג'מאבאדי Afsharid dynasty השושלת האפשארית Afsluitdijk אפסלאודייק After אפטר After Earth העולם אחרי After Eight אפטר אייט After Forever After Forever After Midnight אחרי חצות הלילה After Stonewall אחרי סטונוול After-action review AAR After.Life החיים שאחרי Afterburner מבער אחורי Afterdepolarization הפרעת קצב מסוג DAD Afterimage דמות גרר Afterlife Afterlife Afterlife חיים לאחר המוות Afterlife קטגוריה:חיים לאחר המוות Aftermath Aftermath Aftermath זעזוע Aftermath Entertainment אפטרמת' אנטרטיינמנט Aftermath of World War I קטגוריה:בעקבות מלחמת העולם הראשונה Aftermath of World War I תוצאות מלחמת העולם הראשונה Aftermath of World War II קטגוריה:בעקבות מלחמת העולם השנייה Aftermath of the Holocaust קטגוריה:בעקבות השואה Aftermath of the September 11 attacks השפעת פיגועי 11 בספטמבר Afternoon אחר הצהריים Afternoon of a Faun אחר הצהריים של פאון Aftershave אפטר שייב Aftershock אפטרשוק Aftershock רעידה עוקבת Aftonbladet אפטונבלודט Afu Agbaria עפו אגבאריה Afula עפולה Afula bus suicide bombing פיגוע מכונית התופת בעפולה Ag Qoyunlu אק קויונלו Ag-gag אג גאג Aga Khan Award for Architecture פרס אגא חאן לאדריכלות Aga of Kish אגא Agabus אגבוס Agadez אגדז Agadir אגאדיר Agadir Crisis המשבר המרוקאי השני Agadoo אגאדו Agag אגג Against Apion נגד אפיון Against Equality נגד שוויון Against Nature? נגד הטבע? Against Timarchus נגד טימרכוס Agalloch אגאלוך Agam Rodberg אגם רודברג Agama חרדון Agame עגמה Agamemnon אגממנון Agami heron אנפת אגמי Agamidae חרדוניים Agamidae קטגוריה:חרדוניים Agaonidae צרעת הפיקוס Agapetus אגאפטוס Agar אגר Agar.io Agar.io Agari User:Agari Agaricus bisporus פקועה דו-נבגית Agassi אגסי Agassizhorn אגאסיהורן Agata Smoktunowicz אגטה סמוקטונוביץ' Agate אגט Agatha Christie אגאתה כריסטי Agatha Christie קטגוריה:אגאתה כריסטי Agatha Christie's Poirot פוארו Agatha of Sicily אגאתה הקדושה Agatharchides אגאתרכידס Agathius אגאתיוס הקדוש Agathocles אגתוקלס Agathonisi אגתוניסי Agathosma betulina בוכו Agave אגבה Agaw people אגאו Agawmeder אגאו מדר Age תבנית:גיל Age and maturity user templates קטגוריה:ויקיפדיה - משתמש - גיל Age in days תבנית:הפרש בימים Age of Discovery עידן התגליות Age of Empires Age of Empires Age of Empires קטגוריה:סדרת Age of Empires Age of Empires II Age of Empires II: The Age of Kings Age of Empires III Age of Empires III Age of Enlightenment עידן הנאורות Age of Enlightenment קטגוריה:הנאורות Age of Mythology Age of Mythology Age of Ultron עידן אולטרון Age of consent גיל ההסכמה Age of the universe גיל היקום Age set קבוצת גיל Ageing הזדקנות Ageing קטגוריה:הזדקנות Ageism גילנות Ageladas אגלדס Agen אז'ן Agence France-Presse סוכנות הידיעות הצרפתית Agencja Bezpieczeństwa Wewnętrznego הסוכנות לביטחון פנים של פולין Agency סוכנות Agency shop מס ארגון Agenda אג'נדה Agenda 21 אג'נדה 21 Agenda-setting theory אסכולת סדר היום Agent Carter הסוכנת קרטר Agent Orange אייג'נט אורנג' Agent Smith הסוכן סמית' Agent X סוכן אקס Agent of Hydra Bob סוכן הידרה בוב Agent13.jpg קובץ:Agent13.jpg Agents of S.H.I.E.L.D. סוכני S.H.I.E.L.D Agenzia Informazioni e Sicurezza Esterna AISE Agenzia Informazioni e Sicurezza Interna AISI Agenzia Nazionale per la Sicurezza del Volo הסוכנות הלאומית לבטיחות בתעופה Agesilaus אגסילאוס Agesilaus II אגסילאוס השני Agew Awi Zone אגאו אוי Aggadah אגדה Aggadic Midrashim קטגוריה:מדרשי אגדה Agglomerate אגלומרט Agglutinative language לשון מדבק Aggregat אגרגט Aggregate demand ביקוש מצרפי Aggtelek National Park הפארק הלאומי אגטלק Agha אע'א Aghavni Yesayan/ավազարկղ Radiosity Aghlabids אע'לבים Aghsartan I of Kakheti מלך קאחתי אר'סרתן הראשון Aghsartan II of Kakheti מלך קאחתי אר'סרתן השני Agi Mishol אגי משעול Agigea אג'יג'אה Agile Manifesto מנשר לפיתוח תוכנה זריז Agile gibbon גיבון גמיש Agile software development פיתוח תוכנה זריז Agile testing בדיקות במתודולוגיה זריזה Agility Agility Agim Ibraimi אגים איברהימי Agin-Buryat Autonomous Okrug אגינסקויה Aging-associated diseases קטגוריה:מחלות הקשורות בהזדקנות Agis II אגיס השני Agis III אגיס השלישי Agis IV אגיס הרביעי Agkistrodon piscivorus מוקסין המים Aglona אגלונה Aglycone אגליקון Agmon אגמון Agnatha חסרי לסתות Agnello Participazio אגנלו פרטיצ'יפאציו Agner Krarup Erlang אגנר קרארוף ארלנג Agnes Carlsson אגנס קרלסון Agnes Moorehead אגנס מורהד Agnes and Margaret Smith אגנס ומרגרט סמית' Agnes of Courtenay אגנס מקורטניי Agnes of Rome אגנס הקדושה Agnetha Fältskog אנייטה פלטסקוג Agnethe Davidsen אגנתה דוידסן Agnez Mo מו אגנס Agnieszka Radwańska אגניישקה רדוונסקה Agnosia אגנוזיה Agnostic atheism אתאיזם אגנוסטי Agnosticism אגנוסטיות Agnosticism קטגוריה:אגנוסטיות Agnostics קטגוריה:אגנוסטים Agnotology אגנוטולוגיה Agnès Jaoui אנייס ז'אווי Agnès Varda אנייס ורדה Ago Bay מפרץ אגו Agoda.com Agoda Agoge אגוגה Agon אגון Agonal respiration נשימות אגונאליות Agonist אגוניסט Agony in the Garden הייסורים בגן Agora אגורא Agora אגורה Agoracritus אגורקריטוס Agoranomus אגורנומוס Agoraphobia אגורפוביה Agostino Barbarigo אגוסטינו בארבאריגו Agota Kristof אגוטה קריסטוף Agoudas Hakehilos Synagogue בית הכנסת אגודת הקהילות Agra אגרה Agra קטגוריה:אגרה Agra Fort מצודת אגרה Agranat Commission ועדת אגרנט Agranulocytosis אגרנולוציטוזיס Agreement התאם Agreement on Disengagement between Israel and Syria הסכם הפרדת הכוחות בין ישראל לסוריה Agreement on a Cease-fire and Separation of Forces הסכם מוסקבה Agreement on the Conservation of Albatrosses and Petrels הסכם לשימור אלבטרוסים ויסעורים Agreste אגרסטה Agrianes אגריאנים Agricola אגריקולה Agricultural Bank of China בנק סין לחקלאות Agricultural Labourers' Union הסתדרות הפועלים החקלאיים Agricultural Union האיחוד החקלאי Agricultural buildings קטגוריה:מבנים חקלאיים Agricultural deities קטגוריה:אלי חקלאות Agricultural engineering הנדסה חקלאית Agricultural machinery קטגוריה:כלים חקלאיים Agricultural occupations קטגוריה:מקצועות החקלאות Agricultural organizations קטגוריה:ארגונים חקלאיים Agricultural revolution המהפכה החקלאית Agricultural schools קטגוריה:בתי ספר חקלאיים Agricultural science אגרונומיה Agriculture חקלאות Agriculture קטגוריה:חקלאות Agriculture and Development חקלאות ופיתוח Agriculture and Development politicians קטגוריה:חברי כנסת מטעם חקלאות ופיתוח Agriculture by country קטגוריה:חקלאות לפי מדינה Agriculture in Austria קטגוריה:אוסטריה: חקלאות Agriculture in Bulgaria קטגוריה:בולגריה: חקלאות Agriculture in Cyprus קטגוריה:קפריסין: חקלאות Agriculture in France קטגוריה:צרפת: חקלאות Agriculture in Hungary קטגוריה:הונגריה: חקלאות Agriculture in Ireland קטגוריה:אירלנד: חקלאות Agriculture in Israel החקלאות בישראל Agriculture in Israel קטגוריה:ישראל: חקלאות Agriculture in Italy קטגוריה:איטליה: חקלאות Agriculture in Latvia קטגוריה:לטביה: חקלאות Agriculture in Lebanon קטגוריה:לבנון: חקלאות Agriculture in Romania קטגוריה:רומניה: חקלאות Agriculture in South Africa קטגוריה:דרום אפריקה: חקלאות Agriculture in Syria קטגוריה:סוריה: חקלאות Agriculture in ancient Greece חקלאות יוון העתיקה Agriculture in the United Kingdom קטגוריה:בריטניה: חקלאות Agriculture in the United States קטגוריה:ארצות הברית: חקלאות Agriculture ministers קטגוריה:שרי חקלאות Agriculture stubs קטגוריה:קצרמר חקלאות Agrigento אגריג'נטו Agrimonia אבגר Agrippa אגריפס Agrippa Menenius Lanatus אגריפה מנניוס לאנאטוס Agrippa Postumus אגריפה פוסטומוס Agrippina the Elder אגריפינה Agriprocessors אגריפרוססורס Agrobacterium Agrobacterium Agrodolce אגרו-דולצ'ה Agron אגרון Agronomists קטגוריה:אגרונומים Agronomy אגרונומיה Agrotis אגרוטיס Aguascalientes אגואסקליינטס Aguascalientes City אגואסקליינטס Aguda אגודה Agudas Chasidei Chabad אגודת חסידי חב"ד העולמית Agudat Yisrael אגודת ישראל Agudat Yisrael קטגוריה:אגודת ישראל Agudat Yisrael politicians קטגוריה:חברי כנסת מטעם אגודת ישראל Aguilar אגילר Agujaceratops אגוחצרטופס Agunah עגינות Agur אגור בן יקה Agustín Barrios אגוסטין באריוס Agustín Magaldi אגוסטין מגאלדי Agustín Orion אגוסטין אוריון Agustín Rodríguez Santiago אגוסטין רודריגס סנטיאגו Agustín Sancho אגוסטי סאנצ'ו Agustín Sierra אגוסטין סיירה Agüero אגוארו Aha Jacob רב אחא בר יעקב Aha Raba רב אחא בריה דרבא Ahab אחאב Ahad Azam עאהד עזאם Ahad Ha'am אחד העם Ahai רב אחאי Aharon Abuhatzira אהרן אבוחצירא Aharon Amar אהרן אמר Aharon Amir אהרן אמיר Aharon Appelfeld אהרן אפלפלד Aharon Barak אהרן ברק Aharon Becker אהרן בקר Aharon Chelouche אהרן שלוש Aharon Cohen אהרן כהן Aharon Davidi אהרן דוידי Aharon Dolgopolsky אהרן דולגופולסקי Aharon Doron אהרון דורון Aharon Efrat אהרן אפרת Aharon Feldman אהרן פלדמן Aharon Gershgoren אהרון גרשגורן Aharon Goldstein אהרן גולדשטיין Aharon Gurevich אהרון גורביץ' Aharon HaLevi רא"ה Aharon Harel אהרן הראל Aharon Hoter-Yishai אהרן חטר-ישי Aharon Ibn Hayyim אהרן אבן חיים Aharon Katzir אהרן קציר Aharon Keshales אהרון קשלס Aharon Kotler אהרן קוטלר Aharon Lichtenstein אהרן ליכטנשטיין Aharon Megged אהרן מגד Aharon Meskin אהרן מסקין Aharon Mor אהרן מור Aharon Mordechai Rokeach אהרן מרדכי רוקח Aharon Nahmias אהרן-רפאל נחמיאס Aharon Razel אהרן רזאל Aharon Razin אהרון רזין Aharon Remez אהרן רמז Aharon Rokeach אהרן רוקח Aharon Roth אהרן ראטה Aharon Shabtai אהרן שבתאי Aharon Shulov אהרון שולוב Aharon Uzan אהרן אוזן Aharon Yadlin אהרן ידלין Aharon Yariv אהרן יריב Aharon Yehuda Leib Shteinman אהרן יהודה לייב שטינמן Aharon Ze'evi-Farkash אהרן זאבי-פרקש Aharon Zisling אהרן ציזלינג Aharon of Karlin אהרן הגדול מקרלין Aharon of Karlin אהרן מקרלין Aharon-Ya'akov Greenberg אהרן-יעקב גרינברג Aharoni אהרוני Aharonov אהרונוב Aharonov–Bohm effect אפקט אהרונוב-בוהם Ahasuerus אחשוורוש Ahasuerus and Haman at the Feast of Esther אחשוורוש והמן במשתה אסתר Ahava AHAVA Ahaz אחז Ahaziah אחזיה Ahaziah of Israel אחזיה Ahaziah of Judah אחזיה Ahdut HaAvoda אחדות העבודה - פועלי ציון Ahdut HaAvoda politicians קטגוריה:חברי כנסת מטעם אחדות העבודה - פועלי ציון Ahi מפלגת אח"י Ahi'ezer אחיעזר Ahihud אחיהוד Ahijah אחיה Ahijah the Shilonite אחיה השילוני Ahimaaz אחימעץ בן צדוק Ahimaaz ben Paltiel אחימעץ בן פלטיאל Ahiman ענק#הענקים במקרא Ahimelech אחימלך בן אחיטוב Ahimsa אהימסה Ahinoam אחינועם היזרעאלית Ahiram sarcophagus ארון אחירם Ahitophel אחיתופל Ahitub אחיטוב Ahituv אחיטוב Ahlab אחלב Ahlam Mosteghanemi אחלם מוסתר'אנימי Ahmad Abu Laban אחמד אבו לבן Ahmad Abu Nahyeh אחמד אבו נהיה Ahmad Ismail Ali אחמד איסמעיל עלי Ahmad Jamal אחמד ג'מאל Ahmad Kasravi אחמד כסרווי Ahmad Lozi אחמד א-לווזי Ahmad Najib al-Hilali אחמד נגיב אל-הילאלי Ahmad Obeidat אחמד עוביידאת Ahmad Qatamesh אחמד קטאמש Ahmad Sa'adat אחמד סעדאת Ahmad Sa'd אחמד סעד Ahmad Saba'a אחמד סבע Ahmad Sanjar אחמד סנג'ר Ahmad Shah Bahadur אחמד שאה Ahmad Shah Durrani אחמד שאה דוראני Ahmad Shah Massoud אחמד שאה מסעוד Ahmad Shah Qajar אחמד שאה קג'אר Ahmad Shukeiri אחמד שוקיירי Ahmad Teebi אחמד טיבי Ahmad Tibi אחמד טיבי Ahmad Toukan אחמד טוקאן Ahmad Tu'mah אחמד טועמה Ahmad Vahidi אחמד וחידי Ahmad al-Mansur אחמד אל-מנסור Ahmad ibn A'tham אחמד איבן עזאם Ahmad ibn Ali אחמד אבן עלי Ahmad ibn Fadlan אחמד אבן פדלאן Ahmad ibn Hanbal אחמד אבן חנבל Ahmad ibn Ibrahim al-Ghazi אחמד אבן איברהים אל-גאזי Ahmad ibn Muhammad ibn Kathir al-Farghani אל-פרע'אני Ahmad ibn Rustah אחמד אבן רוסתה Ahmad ibn Tulun אחמד אבן טולון Ahmad.daniyal דניאל Ahmad.daniyal/sandbox דניאל Ahmadiyya אחמדים Ahmar Mountains הרי אחמר Ahmed A-Dahar אחמד א-ד'אהר Ahmed Abed אחמד עאבד Ahmed Aboul Gheit אחמד אבו אל-רייט Ahmed Abukhater אחמד אבו חאטיר Ahmed Arif אהמט עריף Ahmed Ben Bella אחמד בן בלה Ahmed Dabbah אחמד דבאח Ahmed Fouad Negm אחמד פואד ניג'ם Ahmed Hassan אחמד חסן Ahmed Hassan al-Bakr אחמד חסן אל-בכר Ahmed Hilmi Pasha אחמד חילמי עבד אל-באקי Ahmed I אהמט הראשון Ahmed II אהמט השני Ahmed III אהמט השלישי Ahmed Jabari אחמד ג'עברי Ahmed Jibril אחמד ג'יבריל Ahmed Kasoum אחמד קסום Ahmed Kuftaro אחמד כפתארו Ahmed Lutfi el-Sayed אחמד לוטפי א-סייד Ahmed Majdalani אחמד מג'דלאני Ahmed Mohammed Ali אחמד עלי Ahmed Muhtar Pasha אהמט מוחתאר פאשה Ahmed Musa אחמד מוסא Ahmed Nazif אחמד נזיף Ahmed Ouyahia אחמד אויחיה Ahmed Qurei אחמד קריע Ahmed Rıza אחמד רזא Ahmed Shafik אחמד שפיק Ahmed Shawqi אחמד שאוקי Ahmed Subhy Mansour אחמד סובחי מנסור Ahmed Yassin אחמד יאסין Ahmed Zaki Yamani אחמד זכי ימאני Ahmed Zewail אחמד זוויל Ahmed and Salim אחמד וסלים Ahmed bin Muhammed Al Thani אחמד בן מוחמד אאל ת'אני Ahmed el-Tayeb מוחמד אחמד א-טייב Ahmed ibn Muhammad ibn Khalifa אחמד אבן מוחמד אבן ח'ליפה אאל ח'ליפה Ahmedabad אחמדאבאד Ahmet Davutoğlu אהמט דבוטאולו Ahmet Ertegun אהמט ארטגון Ahmet Necdet Sezer אחמט נג'דט סזר Ahmose יעחמס Ahmose I יעחמס הראשון Ahnenerbe אננארבה Ahnenpass תעודת ייחוס ארי Ahoerstemeier משתמש:Ahoerstemeier Aholibamah אהליבמה בת ענה Ahot Ketannah אחות קטנה Ahrayut אחריות - לב אחד ורוח חדשה Ahron Bregman אהרן ברגמן Ahron Daum אהרן דאום Ahron Soloveichik אהרן סולובייצ'יק Ahsoka Tano אסוקה טאנו Ahuachapán אווצ'פאן Ahura Mazda אהורא מזדא Ahuzam אחוזם Ahuzat Barak אחוזת ברק Ahva אחווה Ahva Arraba F.C. אחווה עראבה Ahva Arraba F.C. players קטגוריה:כדורגלני אחווה עראבה Ahvaz אהוואז Ahwat אל-אחוואט Ai AI Ai העי Ai Otsuka אוטסוקה איי Ai Qing איי צ'ינג Ai Se Eu Te Pego Ai Se Eu Te Pego Ai Shibata איי שיבאטה Ai Sugiyama אי סוגיאמה Ai Weiwei איי וייוויי Aichi D3A אאיצ'י D3A Aichi Prefecture אאיצ'י Aid סיוע בינלאומי Aid קטגוריה:סיוע בינלאומי Aid and Rescue Committee ועדת העזרה וההצלה בבודפשט Aida אאידה Aida Touma-Suleiman עאידה תומא סלימאן Aida Turturro איידה טורטורו Aidan Gillen איידן גילן Aidan Turner איידן טרנר Aiden McGeady איידן מקגידי Aidi אידי Aigars Kalvītis איגרס קלביטיס Aigialosauridae איגיאלוזוריים Aigle אגל Aigle Azur אגל אזור Aiguille du Midi מחט הצהרים Aiguille du Plat de la Selle אגווי דו פלה דה לה סל Aiguillette שרוך Aigüestortes i Estany de Sant Maurici National Park הפארק הלאומי אייגואסטורטס Aikido אייקידו Ailanthus altissima אילנתה בלוטית Aileen Quinn איילין קווין Aileen Wuornos איילין וורנוס Aileron מאזנות Aileu אילאו Aileu District אילאו Ailinglaplap Atoll איילינגלאפלאפ Aim and Ignite Aim and Ignite Aimee Mann איימי מאן Aimee Mullins איימי מולינס Aimery of Cyprus מלך ירושלים אמלריך השני Aimé Césaire אמה סזר Aimé Jacquet איימה ז'אקה Aimé Millet אמה מילה Ain אן Ain Dara עין דארה Ain Ebel עין אבל Ain Mallaha עינן Ain al-Hilweh עין אל-חילווה Ain't No Other Man Ain't No Other Man Ain't No Other Man - Single.PNG תמונה:Anom single 1149215764.jpg Ain't Your Mama Ain't Your Mama Ainab עינאב Ainaro איינרו Ainaro District איינרו Ainbcellach mac Ferchair אינבכלאך מק פרכאר Aino אינו Ainsley איינסלי Ainu languages איינו Ainu people איינו Aioli איולי Air אייר Air & Space Museum Intrepid Sea מוזיאון אינטרפיד Air Algérie אייר אלג'יר Air Algérie Flight 5017 טיסה 5017 של אייר אלג'יר Air Arabia אייר עראביה Air Arabia Egypt אייר עראביה איג'יפט Air Arabia Maroc אייר עראביה מרוק Air Astana אייר אסטנה Air Berlin אייר ברלין Air Cairo אייר קיירו Air Canada אייר קנדה Air Canada Centre מרכז אייר קנדה Air China אייר צ'יינה Air Comet אייר קומט Air Dolomiti אייר דולומיטי Air Europa אייר אירופה Air Florida Flight 90 טיסה 90 של אייר פלורידה Air Force Cross צלב חיל האוויר Air Force Distinguished Service Medal מדליית השירות המצוין של חיל האוויר Air Force Intelligence Directorate אגף המודיעין של חיל האוויר הסורי Air Force Museum מוזיאון חיל האוויר Air Force One אייר פורס 1 Air Force Space Command פיקוד החלל של חיל האוויר של ארצות הברית Air Forces Memorial אנדרטת נעדרי חילות האוויר Air France אייר פראנס Air France Flight 447 טיסה 447 של אייר פראנס Air France Flight 4590 טיסה 4590 של אייר פראנס Air France Flight 8969 חטיפת טיסה 8969 של אייר פראנס Air France–KLM אייר פראנס-KLM Air France–KLM קטגוריה:אייר פראנס-KLM Air Greenland אייר גרינלנד Air Iceland פליגפיילג איסלנדס Air India אייר אינדיה Air India Express אייר אינדיה אקספרס Air Intelligence Group להק המודיעין Air Jordan אייר ג'ורדן Air Koryo אייר קוריאו Air Macau אייר מקאו Air Madagascar אייר מדגסקר Air Malta אייר מלטה Air Mauritius אייר מאוריציוס Air Moldova אייר מולדובה Air Méditerranée אייר מדיטרנה Air Namibia אייר נמיביה Air New Zealand אייר ניו זילנד Air New Zealand Flight 901 טיסה 901 של אייר ניו זילנד Air Nostrum אייר נוסטרום Air One אייר ואן Air Scout צופי אוויר Air Serbia אייר סרביה Air Sinai אייר סיני Air Slovakia אייר סלובקיה Air Sweden אייר סווידן Air Tahiti Nui אייר טהיטי נוי Air Tractor AT-802 אייר טרקטור AT-802 Air Transat אייר טראנסט Air Transat Flight 236 טיסה 236 של אייר טראנסט Air Turquoise אייר טורקואז Air VIA אייר ויאה Air and Simple Gifts Air and Simple Gifts Air army ארמיית אוויר Air battle of Mansoura קרב אל-מנצורה Air brake מעצור אוויר Air chief marshal מרשל אוויר ראשי Air combat manoeuvring תמרונים תעופתיים Air compressor מדחס אוויר Air conditioning מיזוג אוויר Air force חיל אוויר Air force flags קטגוריה:דגלים אוויריים צבאיים Air force museums קטגוריה:מוזיאוני חילות אוויר Air force units and formations קטגוריה:יחידות אוויריות Air forces קטגוריה:חילות אוויר Air forces education and training קטגוריה:תעופה צבאית: הכשרה ואימונים Air freshener מטהר אוויר Air guitar גיטרת אוויר Air gun רובה אוויר Air gunner מקלען אוויר Air hockey הוקי אוויר Air interdiction אמנעה אווירית Air on the G String אריה על מיתר סול Air pollution זיהום אוויר Air pollution קטגוריה:זיהום אוויר Air pump משאבת אוויר Air shows קטגוריה:תערוכות וירידי תעופה Air superiority fighter מטוס עליונות אווירית Air supremacy עליונות אווירית Air traffic control פיקוח טיסה Air traffic control קטגוריה:בקרה אווירית Air warfare of World War II לוחמה אווירית במלחמת העולם השנייה Air-independent propulsion מערכות הנעה לצוללות ללא תלות באוויר חיצון Air-raid shelter מקלט Air-to-air missile טיל אוויר-אוויר Air-to-air missiles קטגוריה:טילי אוויר-אוויר Air-to-air missiles of the Soviet Union קטגוריה:טילי אוויר-אוויר רוסיים וסובייטיים Air-to-air missiles of the United States קטגוריה:טילי אוויר-אוויר אמריקאיים Air-to-surface missile טיל אוויר-קרקע Air-to-surface missiles קטגוריה:טילי אוויר-קרקע Air-to-surface missiles of the United States קטגוריה:טילי אוויר-קרקע אמריקאיים AirAsia אייר אסיה AirAsia קטגוריה:אייר אסיה AirAsia Japan אייר אסיה יפן AirAsia X אייר אסיה X AirBaltic אייר בלטיק AirPort AirPort Airbag כרית אוויר Airbnb Airbnb Airborne Museum 'Hartenstein' המוזיאון המוטס 'הרטנשטיין' Airborne Ranger Airborne Ranger Airborne early warning and control מטוס שליטה ובקרה Airborne units and formations of the United Kingdom קטגוריה:יחידות צנחנים בריטיות Airbrush איירבראש Airbus איירבוס Airbus קטגוריה:איירבוס Airbus A300 איירבוס A300 Airbus A310 איירבוס A310 Airbus A320 family איירבוס A320 Airbus A330 איירבוס A330 Airbus A340 איירבוס A340 Airbus A350 איירבוס A350 Airbus A350 XWB איירבוס A350 Airbus A380 איירבוס A380 Airbus A400M Atlas איירבוס A400M Airbus Beluga איירבוס בלוגה Airbus Group קבוצת איירבוס Airbus Helicopters יורוקופטר Airbus Military איירבוס מיליטרי Aircrack-ng Aircrack-ng Aircraft כלי טיס Aircraft קטגוריה:כלי טיס Aircraft by country קטגוריה:מטוסים לפי מדינה Aircraft by type קטגוריה:מטוסים לפי סוג Aircraft canopy חופה Aircraft carrier נושאת מטוסים Aircraft carrier classes קטגוריה:סדרות של נושאות מטוסים Aircraft carriers קטגוריה:נושאות מטוסים Aircraft carriers of the United States Navy קטגוריה:נושאות מטוסים בצי ארצות הברית Aircraft catapult מעוט Aircraft components קטגוריה:רכיבי כלי טיס Aircraft flight control system מערכת בקרת טיסה Aircraft hijacking חטיפת מטוס Aircraft hijackings קטגוריה:חטיפות מטוסים Aircraft hijackings in the United States קטגוריה:חטיפות מטוסים בארצות הברית Aircraft manufactured in China קטגוריה:מטוסים סיניים Aircraft manufactured in France קטגוריה:כלי טיס צרפתיים Aircraft manufactured in Japan קטגוריה:מטוסים יפניים Aircraft manufactured in the Soviet Union קטגוריה:מטוסים סובייטים Aircraft manufactured in the United Kingdom קטגוריה:מטוסים בריטיים Aircraft manufactured in the United States קטגוריה:כלי טיס אמריקניים Aircraft manufacturers of Italy קטגוריה:יצרני מטוסים איטלקיים Aircraft manufacturers of Russia קטגוריה:יצרני מטוסים רוסיים Aircraft registration רישום כלי טיס Aircraft spotting תצפיתנות כלי טיס Aircrew צוות אוויר Airedale Terrier איירדייל טרייר Airfield traffic pattern הקפה Airfields קטגוריה:שדה תעופה Airfix Dogfighter Airfix Dogfighter Airfoil פרופיל אווירודינמי Airless tire צמיג לא פנאומטי Airlift רכבת אווירית Airlifts קטגוריה:מבצעי רכבת אווירית Airline חברת תעופה Airline alliance ברית חברות תעופה Airline alliances קטגוריה:ברית חברות תעופה Airline hub בסיס פעולה מרכזי Airline meal ארוחת טיסה Airline ticket כרטיס טיסה Airliner מטוס נוסעים Airliner accidents and incidents caused by engine failure קטגוריה:תקריות ואסונות תעופה עקב כשל מנוע Airliner accidents and incidents involving deliberate crashes קטגוריה:התאבדות של טייס Airliner shootdown incidents קטגוריה:הפלת מטוסי נוסעים Airliners קטגוריה:מטוסי נוסעים Airliners.net Airliners.net Airlines קטגוריה:חברות תעופה Airlines by continent קטגוריה:חברות תעופה לפי יבשת Airlines by country קטגוריה:חברות תעופה לפי מדינות Airlines of Africa קטגוריה:אפריקה: חברות תעופה Airlines of Argentina קטגוריה:חברות תעופה ארגנטינאיות Airlines of Asia קטגוריה:אסיה: חברות תעופה Airlines of Australia קטגוריה:חברות תעופה אוסטרליות Airlines of Austria קטגוריה:חברות תעופה אוסטריות Airlines of Brazil קטגוריה:חברות תעופה ברזילאיות Airlines of Canada קטגוריה:חברות תעופה קנדיות Airlines of China קטגוריה:חברות תעופה סיניות Airlines of Denmark קטגוריה:חברות תעופה דניות Airlines of Egypt קטגוריה:חברות תעופה מצריות Airlines of Europe קטגוריה:אירופה: חברות תעופה Airlines of France קטגוריה:חברות תעופה צרפתיות Airlines of Germany קטגוריה:חברות תעופה גרמניות Airlines of Greece קטגוריה:חברות תעופה יווניות Airlines of India קטגוריה:חברות תעופה הודיות Airlines of Ireland קטגוריה:חברות תעופה איריות Airlines of Israel קטגוריה:חברות תעופה ישראליות Airlines of Italy קטגוריה:חברות תעופה איטלקיות Airlines of Japan קטגוריה:חברות תעופה יפניות Airlines of Jordan קטגוריה:חברות תעופה ירדניות Airlines of North America קטגוריה:אמריקה הצפונית: חברות תעופה Airlines of Oceania קטגוריה:אוקיאניה: חברות תעופה Airlines of Romania קטגוריה:חברות תעופה רומניות Airlines of Russia קטגוריה:חברות תעופה רוסיות Airlines of Singapore קטגוריה:חברות תעופה סינגפוריות Airlines of South America קטגוריה:אמריקה הדרומית: חברות תעופה Airlines of Spain קטגוריה:חברות תעופה ספרדיות Airlines of Sweden קטגוריה:חברות תעופה שוודיות Airlines of Thailand קטגוריה:חברות תעופה תאילנדיות Airlines of Turkey קטגוריה:חברות תעופה טורקיות Airlines of Ukraine קטגוריה:חברות תעופה אוקראיניות Airlines of the Caribbean and Central America קטגוריה:הקריביים ואמריקה המרכזית: חברות תעופה Airlines of the Netherlands קטגוריה:חברות תעופה הולנדיות Airlines of the United Kingdom קטגוריה:חברות תעופה בריטיות Airlines of the United States קטגוריה:חברות תעופה אמריקאיות Airlock מנעל אוויר Airmail דואר אוויר Airmail קטגוריה:דואר אוויר Airplane מטוס Airplane II: The Sequel טיסה נעימה 2 Airplane! טיסה נעימה Airplanes Airplanes Airport שדה תעופה Airport apron רחבת חניה Airport check-in רישום לטיסה Airport crash tender כבאית תעופתית Airport infrastructure שירותים וציוד קטגוריה:שדה תעופה: מבנה Airport security בידוק ביטחוני Airport terminal טרמינל Airports קטגוריה:שדות תעופה Airports built in the Soviet Union קטגוריה:ברית המועצות: שדות תעופה Airports by continent קטגוריה:שדות תעופה לפי יבשת Airports by country קטגוריה:שדות תעופה לפי מדינה Airports in Africa קטגוריה:אפריקה: שדות תעופה Airports in Asia קטגוריה:אסיה: שדות תעופה Airports in Australia קטגוריה:אוסטרליה: שדות תעופה Airports in Canada קטגוריה:קנדה: שדות תעופה Airports in China קטגוריה:הרפובליקה העממית של סין: שדות תעופה Airports in Cyprus קטגוריה:קפריסין: שדות תעופה Airports in Egypt קטגוריה:מצרים: שדות תעופה Airports in Europe קטגוריה:אירופה: שדות תעופה Airports in France קטגוריה:צרפת: שדות תעופה Airports in Georgia קטגוריה:גאורגיה: שדות תעופה Airports in Germany קטגוריה:גרמניה: שדות תעופה Airports in Greece קטגוריה:יוון: שדות תעופה Airports in Israel קטגוריה:ישראל: שדות תעופה Airports in Italy קטגוריה:איטליה: שדות תעופה Airports in Japan קטגוריה:יפן: שדות תעופה Airports in New York קטגוריה:ניו יורק: שדות תעופה Airports in North America קטגוריה:אמריקה הצפונית: שדות תעופה Airports in Oceania קטגוריה:אוקיאניה: שדות תעופה Airports in Russia קטגוריה:רוסיה: שדות תעופה Airports in South Africa קטגוריה:דרום אפריקה: שדות תעופה Airports in South America קטגוריה:אמריקה הדרומית: שדות תעופה Airports in South Sudan קטגוריה:דרום סודאן: שדות תעופה Airports in Switzerland קטגוריה:שווייץ: תחבורה Airports in Thailand קטגוריה:תאילנד: שדות תעופה Airports in Turkey קטגוריה:טורקיה: שדות תעופה Airports in Ukraine קטגוריה:אוקראינה: שדות תעופה Airports in Vietnam קטגוריה:וייטנאם: שדות תעופה Airports in the London region קטגוריה:לונדון: שדות תעופה Airports in the United Kingdom קטגוריה:בריטניה: שדות תעופה Airports in the United States קטגוריה:ארצות הברית: שדות תעופה Airports of Thailand PLC חברת נמלי התעופה של תאילנד Airridi~enwiki משתמש:Airridi Airship ספינת אוויר Airsoft איירסופט Airspace מרחב אווירי Airspeed מהירות אווירית Airspeed Oxford איירספיד אוקספורד Airspeed indicator מד מהירות אוויר Airstream mechanism מנגנון זרימת אוויר Airway נתיב אווירי Airwolf זאב מעופף Airwolf משתמש:Airwolf Airy disk דיסקת איירי Aish HaTorah אש התורה Aisha עאישה Aisha Taymur עאישה תיימור Aishiya עישייה Aishwarya Rai אישווריה ראי Aisne אן Aisne Saint-Quentin סן-קנטן Aistulf אייסטולף Aitne אייטנה Aitor Karanka אייטור קראנקה Aitor Monroy Rueda אייטור מונרוי רואדה Aitutaki אייטוטקי Aiwo District אייוו Aix מנדרין Aix Group קבוצת Aix Aix-Marseille University אוניברסיטת אקס-מרסיי Aix-en-Provence אקס-אן-פרובאנס Aix-les-Bains אקס-לה-בן Aizenr משתמש:Aizenr Aizhai Bridge גשר אייז'אי Aizkraukle אייזקראוקלה Aizkraukle District אייזקראוקלה Aizoaceae קטגוריה:חיעדיים Aja Naomi King אייז'ה נעמי קינג Ajaccio אז'אקסיו Ajaccio Napoleon Bonaparte Airport נמל התעופה אז'אקסיו נפוליאון בונפרטה Ajalon עמק איילון Ajami עג'מי Ajax AJAX Ajax Ajax Ajax איאס Ajax אייאקס Ajax Cape Town F.C. אייאקס קייפטאון Ajax Cape Town F.C. players קטגוריה:כדורגלני אייאקס קייפטאון Ajda Pekkan אז'דה פקאן Ajdabiya אג'דאביא Ajika אג'יקה Ajloun Governorate עג'לון Ajman עג'מאן Ajnem משתמש:Ajnem Ajsmen91 משתמש:Ajsmen91 Ajuga חד-שפה Ak Bars Kazan אק בארס קאזאן Aka-Jeru language ג'רו Akabia ben Mahalalel עקביא בן מהללאל Akademos אקדמוס Akagi אקאגי Akai AKAI Akaishi Mountains הרי אקאישי Akaki Khubutia אקאקי חובוטיה Akaki Tsereteli אקקי צרתלי Akanthos אקנתוס Akari טלסקופ החלל אקארי Akashi Kaikyō Bridge גשר אקשי-קייקיו Akatsuki-class destroyer המשחתות מסדרת אקאצוקי Akbar אכבר Akbar Ganji אכבר גנג'י Akbar Hashemi Rafsanjani אכבר האשמי רפסנג'אני Akbash dog אקבש Akdamut אקדמות Akela אקילה Akela/Workshop שלום קאטו-קמברזי Akeldama חקל דמא Akele Guzai אקלה גוזאי Aker אכר Akershus אקרסהוס Akeshetwiki משתמשת:Akeshetwiki Akhalgori אחלגורי Akhalgori Municipality נפת אחלגורי Akhalkalaki אחלכלכי Akhalkalaki Municipality נפת אחלכלכי Akhaltsikhe אחלציחה Akhaltsikhe Municipality נפת אחלציחה Akhenaten אחנתון Akhisar Belediyespor footballers קטגוריה:כדורגלני אחאיסר בלדייספור Akhmad Kadyrov אחמד קדירוב Akhmeta Municipality נפת אחמטה Akhmeteli אחמטלי Akhnaten אחנתון Akhtar Mansour אח'תר מוחמד מנסור Akhzivland מדינת אכזיב Aki Avni אקי אבני Aki Kaurismäki אקי קאוריסמקי Aki Orr עקיבא אור Aki Yerushalayim אקי ירושלים Akiba Israel Wertheimer עקיבא ישראל ורטהיימר Akiba Rubinstein עקיבא רובינשטיין Akihiko Hoshide אקיהקו הושידה Akihito אקיהיטו Akiko Wakabayashi אקיקו ואקבאיאשי Akiko Yosano אקיקו יוסאנו Akim Tamiroff אקים טמירוף Akim Volynsky אקים וולינסקי Akinator אקינטור Akinori Nakayama אקינורי נקיאמה Akira אקירה Akira Kurosawa אקירה קורוסאווה Akira Yoshimura אקירה יושימורה Akira Yoshizawa אקירה יושיזאווה Akita אקיטה Akita Akita אקיטה Akita Prefecture אקיטה Akiva עקיבא Akiva Eger עקיבא איגר Akiva Eldar עקיבא אלדר Akiva Govrin עקיבא גוברין Akiva Nof עקיבא נוף Akiva Vroman עקיבא פרומן Akiva Yosef Schlesinger עקיבה יוסף שלזינגר Akkad אכד Akkadian Empire האימפריה האכדית Akkadian Empire קטגוריה:האימפריה האכדית Akkadian inscriptions באשורית ובבבלית קטגוריה:כתובות באכדית Akkadian language אכדית Akke Bandvagn/Bipolar translation הפרעה דו-קוטבית Akkerman Convention הסכם אקרמן Akko Light מגדלור עכו Aklamers/bob וינסנט ואן גוך Aklilu Habte-Wold אקלילו הבט-וולד Aklyuch User:Aklyuch Akmenė אקמנה Akmenė District Municipality אקמנה Aknīste אקניסטה Akon אייקון Akon Lighting Africa Akon Lighting Africa Akrabbim עקרבים Akram Afif אכרם עפיף Akram Hasson אכרם חסון Akram al-Hawrani אכראם אל-חוראני Akranes אקרנס Akrasia חולשת הרצון Akra–Bazzi method שיטת אכרה-באזזי Akrotiri and Dhekelia אקרוטירי ודקליה Aksai Chin אקסאי צ'ין Akshay Kumar אקשאיי קומאר Akshinsky District אקשינסקי Aksumite Empire קטגוריה:האימפריה האקסומית Aksumite currency מטבע אקסומי Aktion Arbeitsscheu Reich משתמטים מעבודה Aktion Erntefest אקציית ארנטפסט Aktion T4 תוכנית T4 - אותנסיה Aktobe אקטובה Akureyri אקוריירי Akutaq אקוטאק Akvavit אקוואויט Akçe אקצ'ה Al Ahli Club קטגוריה:כדורגלני אל אהלי דובאי Al Ahly SC אל-אהלי Al Ahly SC managers קטגוריה:מאמני אל-אהלי Al Ahly SC players קטגוריה:כדורגלני אל אהלי קהיר Al Ain אל-עין Al Ain FC אל-עין Al Ain FC players קטגוריה:כדורגלני אל-עין Al Anbar Governorate אל-אנבר Al Arabiya אל-ערביה Al Bayda Governorate אל-ביידא Al Bayda' אל-ביידא Al Boasberg אל בוסברג Al Bundy אל באנדי Al Capone אל קפונה Al Cervi אל סרבי Al Di Meola אל דימיולה Al Franken אל פרנקן Al Ghaydah אל גאידה Al Gore אל גור Al HaMishmar על המשמר Al HaNissim על הנסים Al Hajar Mountains הרי חאג'ר Al Hamra Tower מגדל אל-חמרא Al Harrington אל הרינגטון Al Horford אל הורפורד Al Hudaydah אל-חודיידה Al Hudaydah Governorate אל-חודיידה Al Jawf Governorate אל-ג'וף Al Jazeera אל-ג'זירה Al Jazeera קטגוריה:קטר: טלוויזיה Al Jazira Club אל ג'זירה קלאב Al Jazira Club players קטגוריה:כדורגלני אל ג'זירה Al Jazirah אל-ג'זירה Al Jefferson אל ג'פרסון Al Jolson אל ג'ולסון Al Khor Airport נמל התעופה אל-ח'ור Al Khums אל-ח'ומס Al Kooper אל קופר Al Mahrah Governorate אל-מהרה Al Mahwit Governorate אל-מחוית Al Mayadeen אל-מיאדין Al Mezan Center for Human Rights מרכז אל-מיזאן לזכויות האדם Al Mi Ani Oved על מי אני עובד Al Michaels אל מייקלס Al Mukalla אל-מוכלא Al Nahyan family בית נהיאן Al Nasraniya נאסראניה Al Oerter אל ארטר Al Pacino אל פצ'ינו Al Qadarif אל-קדריף Al Rayyan מחוז א-ריאן Al Rayyan SC players קטגוריה:כדורגלני אל-ראיין Al Sadd SC א-סד Al Sadd SC players קטגוריה:כדורגלני אל-סאד ספורט קלאב Al Schwimmer אל שווימר Al Shabab FC קטגוריה:כדורגלני אל-שבאב Al Sharpton אל שרפטון Al Sharqia Governorate א-שרקיה Al Siebert אל סיברט Al Smith אל סמית' Al Stewart אל סטיוארט Al Taqwa Bank בנק אל-טקווה Al Thornton אל ת'ורנטון Al Utouriya אל-עוטורייה Al Wasl FC players קטגוריה:כדורגלני אל-וואסל Al Williamson אל וויליאמסון Al dente אל דנטה Al-'Abbasiyya יהודייה Al-'Azi אל עזי Al-Adiyat סורת אל-אעדיאת Al-Ahli Saudi FC אל-אהלי ג'דה Al-Ahli Saudi FC players קטגוריה:כדורגלני אל-אהלי ג'דה Al-Ahly אל-אהלי Al-Ahram אל-אהראם Al-Alam News Network אל-עאלם Al-Alaq סורת אל-עלק Al-Amin אל-אמין Al-Andalus אל-אנדלוס Al-Andalus קטגוריה:אל-אנדלוס Al-Aqsa אל-אקצא Al-Aqsa Martyrs' Brigades גדודי חללי אל-אקצא Al-Aqsa Mosque מסגד אל-אקצא Al-Aqsa TV ערוץ אל-אקצא Al-Arabi SC קטגוריה:כדורגלני אל ערבי Al-Araqeeb אל-עראקיב Al-Ard אל-ארד Al-Arian אל-עריאן Al-Ashraf Khalil ח'ליל בן קלאון Al-Askari Shrine מסגד אל-עסכריה Al-Asma'i אל-אצמעי Al-Asr סורת אל-עצר Al-Ayyam אל-איאם Al-Azhar Mosque מסגד אל-אזהר Al-Azhar University אל-אזהר Al-Azhar University alumni קטגוריה:בוגרי אל-אזהר Al-Bahr Mosque מסגד הים Al-Bakri אל-בכרי Al-Baladhuri אחמד אל-בלאד'רי Al-Banna אל-בנא Al-Baqara סורת אל-בקרה Al-Bassa אל-באסה Al-Battani משתמשת:InbalabnI/מוחמד אל-בטאני Al-Batuf Regional Council מועצה אזורית אל-בטוף Al-Batuf Regional Council קטגוריה:מועצה אזורית אל-בטוף Al-Batuf Regional Council תבנית:מועצה אזורית אל-בטוף Al-Bayyina סורת אל-בינה Al-Bireh אל-בירה Al-Biruni אל-בירוני Al-Birwa אל-בירווה Al-Bukamal אל-בוכמאל Al-Dawayima דווימה Al-Dawwara א-דווארה Al-Dimashqi א-דמשקי Al-Dustour א-דוסתור Al-Eizariya אלעיזריה Al-Falaq סורת אל-פלק Al-Faluja אל-פאלוג'ה Al-Farabi אל-פאראבי Al-Fasi אלפסי Al-Fatat אל-פתאת Al-Fatiha סורת אל-פאתחה Al-Fil סורת אל-פיל Al-Gaddafi International Prize for Human Rights הפרס הבינלאומי לזכויות האדם על שם מועמר קדאפי Al-Gharafa Sports Club players קטגוריה:כדורגלני אל-גארפה Al-Ghazali אל-ע'זאלי Al-Ghubayya al-Tahta אל-ע'וביה א-תחתא Al-Hadi אל-האדי Al-Haffah אל-חפה Al-Haffah District נפת אל-חפה Al-Hajjaj ibn Yusuf אל-חג'אג' בן יוסף Al-Hakim I אל-חאכם הראשון Al-Hakim II אל-חאכם השני Al-Hakim bi-Amr Allah אל-חאכם Al-Hamma Incident חמת גדר#תקרית אל-חמה Al-Haq אל-חאק Al-Hariri of Basra אל-חרירי Al-Harith ibn Jabalah אל-חארית אבן ג'בלה Al-Hasakah אל-חסכה Al-Hasakah Governorate אל-חסכה Al-Hawl אל-האול Al-Hayat אל-חיאת Al-Hayat al-Jadida אל-חיאת אל-ג'דידה Al-Hilal FC אל-הילאל Al-Hilal FC players קטגוריה:כדורגלני אל-הילאל Al-Humaza סורת אל-המזה Al-Husayni clan משפחת חוסייני Al-Husayni family קטגוריה:משפחת חוסייני Al-Ikhlas סורת אל-אח'לאץ Al-Inshirah סורת אל-אנשראח Al-Ittihad אל-איתיחאד Al-Jammasin al-Gharbi ג'מאסין אל ע'רבי Al-Jammasin al-Sharqi ג'מאסין א-שרקי Al-Jazzar Mosque מסגד אל-ג'זאר Al-Jiftlik פארעה אל-ג'יפתליק Al-Kabri כאברי Al-Kafirun סורת אל-כאפרון Al-Kamil אל-מלכ אל-כאמל Al-Karak כרכ Al-Karmil אל-כרמל Al-Kasaba Theatre תיאטרון אל-קאסבה Al-Kasom Regional Council מועצה אזורית אל קסום Al-Kasom Regional Council קטגוריה:מועצה אזורית אל קסום Al-Kasom Regional Council תבנית:מועצה אזורית אל קסום Al-Kawthar סורת אל-כות'ר Al-Khader אל-ח'דר Al-Khalid tank אל-חאליד Al-Khalil ibn Ahmad al-Farahidi אל-ח'ליל בן אחמד Al-Khalisa אל-ח'אלצה Al-Khanqah al-Salahiyya Mosque אל-ח'נקה א-צלאחיה Al-Khansa אל-ח'נסאא Al-Khayriyya אל-ח'ירייה Al-Khayzuran ח'יזוראן Al-Khazneh אלחזנה Al-Khutm and Al-Ayn Archaeological Sites of Bat אל ח'וטם ובאל-עין האתרים הארכולוגיים בבאת Al-Kindi אל-כנדי Al-Kiswah אל-כיסווה Al-Kunayyisa אל-כוניסה Al-Lubban al-Gharbi א-לובן Al-Ma'mun אל-מאמון Al-Ma'un סורת אל-מאעון Al-Mada'in מחוזא Al-Maghar מע'אר Al-Maghtas בית עברה Al-Mahdi אל-מהדי Al-Manar אל-מנאר Al-Manshiyya מנשייה Al-Mansur אל-מנצור Al-Mansur Ali אל-מנסור עלי Al-Mansur Qalawun קלאון Al-Maqrizi אל-מקריזי Al-Mas'udiyya סומייל Al-Masad סורת אל-מסד Al-Masjid an-Nabawi מסגד הנביא Al-Masmiyya al-Kabira מסמיה Al-Masmiyya al-Saghira מסמיה Al-Masri אל-מסרי Al-Masudi אל-מסעודי Al-Mayassa bint Hamad bin Khalifa Al-Thani אל-מיאסה בנת חמד בן ח'ליפה אאל ת'אני Al-Maʿarri אבו אל-עלאא אל-מערי Al-Midan Theater תיאטרון אל-מידאן Al-Mirr אל-מיר Al-Monitor אל-מוניטור Al-Mu'ayyad אל-מאייד Al-Mu'azzam Isa אל-מלכ אל-מעט'ם עיסא Al-Mu'izz li-Din Allah אבו תמים מעד אל-מועיז Al-Mu'tadid אל-מעתדד הראשון Al-Mu'tadid I אל-מעתדד השני Al-Mu'tadid II אל-מעתדד השלישי Al-Mu'tamid אל-מעתמד Al-Mu'tasim אל-מעתצם Al-Mu'tazz אל-מעתז Al-Muallaq Mosque מסגד אל-מועלק Al-Muazzam Turanshah תוראן שאה Al-Muharraqa אל-מוחרקה Al-Muhtadee Billah נסיך ברוניי אל-מוהטאדי בילה Al-Muhtadi אל-מהתדי Al-Mujaydil אל-מוג'ידל Al-Muktafi אל-מכתפי Al-Muntasir אל-מנתצר Al-Muqaddasi מוקדסי Al-Muqtadi אל-מקתדי Al-Muqtadir אל-מקתדר Al-Muqtafi אל-מקתפי Al-Musta'in אל-מסתעין הראשון Al-Musta'in אל-מסתעין השני Al-Musta'sim אל-מסתעצם הראשון Al-Musta'sim אל-מסתעצם השני Al-Mustadi אל-מסתדא Al-Mustakfi אל-מסתכפי הראשון Al-Mustakfi I אל-מסתכפי באללה השני Al-Mustakfi II אל-מסתכפי השלישי Al-Mustamsik אל-מסתמסכ Al-Mustanjid אל-מסתנג'ד הראשון Al-Mustanjid אל-מסתנג'ד השני Al-Mustansir אל-מסתנצר הראשון Al-Mustansir אל-מסתנצר השני Al-Mustarshid אל-מסתרשד Al-Mustazhir אל-מסתט'הר Al-Mutanabbi אל-מתנבי Al-Mutawakkil אל-מתוכל הראשון Al-Mutawakkil I אל-מתווכל השני Al-Mutawakkil II אל-מתוכל השלישי Al-Mutawakkil III אל-מתוכל הרביעי Al-Muti אל-מטיע Al-Muttaqi אל-מתקי Al-Muwaffaq אל-מואפק Al-Nabi Yusha' נבי יושע Al-Nahda נהדה Al-Najjada הנג'אדה Al-Nas סורת א-נאס Al-Nasir א-נאצר Al-Nasr SC קטגוריה:כדורגלני אל-נאסר Al-Nassr FC players קטגוריה:כדורגלני אל-נאצר Al-Nour רדיו נור Al-Nour Party מפלגת א-נור Al-Nusra Front ג'בהת א-נוסרה Al-Qa'im אל-קאא'ם הראשון Al-Qa'im אל-קאא'ם השני Al-Qabu אל-קבו Al-Qadir אל-קאדר Al-Qadr סורת אל-קדר Al-Qaeda אל-קאעידה Al-Qaeda קטגוריה:אל-קאעידה Al-Qaeda in the Arabian Peninsula אל-קאעידה בחצי האי ערב Al-Qaeda in the Islamic Maghreb אל-קאעידה במגרב האסלאמי Al-Qaeda members קטגוריה:חברי אל-קאעידה Al-Qahir אל-קאהר Al-Qamishli קמישלי Al-Qaria סורת אל-קארעה Al-Qubab אל קובאב Al-Quds אל-קודס Al-Quds Al-Arabi אל-קודס אל-ערבי Al-Quds Open University האוניברסיטה הפתוחה אל-קודס Al-Quds University אוניברסיטת אל-קודס Al-Qutayfah אל-קטייפה Al-Qādisiyyah Governorate אל-קאדסיה Al-Raqqah א-רקה Al-Raqqah Governorate א-רקה Al-Raqqah Museum מוזיאון א-רקה Al-Risalah al-Dhahabiah מסת הזהב Al-Sailiya SC players קטגוריה:כדורגלני אל-סאיליה Al-Salt סלט Al-Samawal al-Maghribi סמואל אלמוגרבי Al-Sanamayn א-סנמין Al-Sayyid Bedouin Sign Language שפת הסימנים של שבט א-סייד Al-Shabaab א-שבאב Al-Shaddadah אל-שדאדי Al-Shafi‘i מוחמד אבן אידריס א-שאפעי Al-Shahba University אוניברסיטת א-שהבאא Al-Shati Camp שאטי Al-Shaykh Muwannis שייח' מוניס Al-Shifa Hospital בית החולים שיפא Al-Tabari מוחמד אבן ג'ריר א-טברי Al-Tanzim אל-תנזים Al-Walaja אל-ולג'ה Al-Waleed bin Talal אל-וליד בן טלאל Al-Walid I וליד הראשון Al-Waqidi אל-ואקדי Al-Wasat Party מפלגת אל-וסט Al-Watah ballistic missile base בסיס הטילים אל-ואטח Al-Wathiq אל-ואת'ק הראשון Al-Wathiq I אל-ואת'ק השני Al-Wathiq II אל-ואת'ק השלישי Al-Wehdat SC אל-ויחדאת Al-Yahudu Tablets תעודות אל-יהודו Al-Zabadani זבדאני Al-Zahiriyya al-Tahta דהריה תחתא Al-Zahrawi אבו אל-קאסם א-זהראווי Al-Zubayr Rahma Mansur אל-זובייר רחמה מנסור Al-‘Abbas ibn ‘Abd al-Muttalib אל-עבאס Al-‘Al אל-על Al.Neuland משתמש:Al.Neuland Ala'a Abu Saleh עלאא אבו סאלח Alaa Al Aswany עלאא אל-אסואני Alabama אלבמה Alabama קטגוריה:אלבמה Alabama תבנית:אלבמה Alabama Birmingham ברמינגהאם Alabama Crimson Tide men's basketball players קטגוריה:כדורסלני אוניברסיטת אלבמה Alabama Day יום אלבמה Alabama Huntsville האנטסוויל Alabama Jasper ג'ספר Alabama Mobile מוביל Alabama Montgomery מונטגומרי Alabama Slammer אלבמה סלאמר Alabama Song שיר אלבמה Alabama Tuscaloosa טסקלוסה Alabama Tuskegee טסקיגי Alabaster אלבסטר Alaca Höyük אלג'הויוק Aladdin אלאדין Aladdin אלאדין ומנורת הקסמים Aladdin קטגוריה:אלאדין Aladdin תבנית:אלאדין Aladdin Knowledge Systems אלדין Aladdin Sane Aladdin Sane Aladdin and the King of Thieves אלאדין ומלך הגנבים Aladár Gerevich אלדר גרביץ' Alagemo User:Alagemo Alagoas אלגואס Alagoas קטגוריה:אלגואס Alain Aspect אלן אספה Alain Badiou אלן באדיו Alain Bernard אלן ברנאר Alain Boublil אלן בובליל Alain Bouquin אלן בוקן Alain Calmat אלן קלמט Alain Chapel אלן שאפל Alain Corneau אלן קורנו Alain Delon אלן דלון Alain Ducasse אלן דיקאס Alain Finkielkraut אלן פינקלקראוט Alain Giresse אלן ז'ירס Alain Juppé אלן ז'ופה Alain Mabanckou אלן מאבאנקו Alain Masudi אלן מסודי Alain Passard אלן פאסאר Alain Prost אלן פרוסט Alain Resnais אלן רנה Alain Robbe-Grillet אלן רוב-גרייה Alain Robert אלן רובר Alain Sailhac אלן סאייאק Alain Senderens אלן סנדרנס Alain Sutter אלן סוטר Alain Traoré אלן טראורה Alain de Botton אלן דה בוטון Alain-Fournier אלן-פורנייה Alajuela אלחואלה Alajuela Province אלחואלה Alaksandar Milinkievič אלכסנדר מילינקביץ' Alalakh אללח' Alali Adamso אללי אדמסו Alalngar אלאנגאר Alamosaurus אלמוזאורוס Alamut Castle אלמות Alan Alda אלן אלדה Alan Anderson אלן אנדרסון Alan Arkin אלן ארקין Alan Ayckbourn אלן אייקבורן Alan Baddeley אלן באדלי Alan Baker אלן בייקר Alan Ball אלן בול Alan Ball Jr. אלן בול Alan Bates אלן בייטס Alan Bean אלן בין Alan Bennett אלן בנט Alan Bush אלן בוש Alan Christopher Deere אלן דיר Alan Clark אלן קלארק Alan Colmes אלן קולמס Alan Cumming אלן קאמינג Alan Cunningham אלן גורדון קנינגהם Alan Dershowitz אלן דרשוביץ Alan Dzagoev אלן דזגוייב Alan Fletcher אלן פלטשר Alan García אלאן גארסיה Alan Gardiner אלן גרדינר Alan Grayson אלן גרייסון Alan Greenspan אלן גרינספן Alan Guth אלן גות' Alan Hansen אלן הנסן Alan Heeger אלן היגר Alan Hudson אלן האדסון Alan Hutton אלן האטון Alan Jay Lerner אלן ג'יי לרנר Alan King אלן קינג Alan Lelchuk אלן ללצ'וק Alan Lloyd Hodgkin אלן הודג'קין Alan Lomax אלן לומקס Alan Lowenthal אלן לוינטל Alan McInally אלן מקינלי Alan Menken אלן מנקן Alan Moore אלן מור Alan Nunn May אלן נאן מיי Alan Pakula אלן ג'יי פאקולה Alan Pardew אלאן פארדיו Alan Parker אלן פארקר Alan Parsons אלן פרסונס Alan Paton אלן פטון Alan Perlis אלן פרליס Alan Pulido אלן פולידו Alan Rickman אלן ריקמן Alan Rudolph אלן רודולף Alan Saunders אלן סונדרס Alan Scott אלן סקוט Alan Shatter אלן שאטר Alan Shearer אלן שירר Alan Shepard אלן שפרד Alan Skirton אלן סקירטון Alan Slifka אלן סליפקא Alan Smith אלן סמית' Alan Smithee אלן סמית'י Alan Sokal אלן סוקל Alan Stephenson Boyd אלן בויד Alan Sunderland אלן סנדרלנד Alan Taylor אלן טיילור Alan Turing אלן טיורינג Alan Turing קטגוריה:אלן טיורינג Alan Watts אלן ווטס Alan's Psychedelic Breakfast Alan's Psychedelic Breakfast Alang אלאנג Alanine אלנין Alanis Morissette אלאניס מוריסט Alans אלאנים Alans קטגוריה:אלאנים Alanta אלנטה Alanya אלניה Alaouite dynasty השושלת העלווית Alaric I אלאריק הראשון Alarm אזעקה Alarm clock שעון מעורר Alarm monitoring center מוקד אבטחה Alarmism אלרמיזם Alas Strait מצר אלאס Alasania אלאסניה Alasdair MacIntyre אלסדייר מקינטאייר Alashiya אלשיה Alaska אלסקה Alaska קטגוריה:אלסקה Alaska תבנית:אלסקה Alaska Airlines אלסקה איירליינס Alaska Anchorage אנקורג' Alaska Bethel בת'אל Alaska Day יום אלסקה Alaska Fairbanks פיירבנקס Alaska Homer הומר Alaska Juneau ג'ונו Alaska Kenai קנאי Alaska Ketchikan קטצ'יקן Alaska Kodiak קודיאק Alaska Nome נום Alaska Palmer פאלמר Alaska Purchase רכישת אלסקה Alaska Sitka סיטקה Alaska Unalaska אנאלסקה Alaska Wasilla ואסילה Alaskan Malamute אלסקן מלמוט Alaskan tundra wolf זאב טונדרה אלסקי Alassane Ouattara אלאסן ואטארה Alauddin Khilji עלאא אל-דין אלח'לג'י Alaudidae קטגוריה:עפרוניים Alaunus אלאונוס Alaverdi אלאוורדי Alawite State המדינה העלווית Alawites עלווים Alazani אלזני Alazon אלאזון Alba Berlin אלבה ברלין Alba Berlin players קטגוריה:כדורסלני אלבה ברלין Alba County אלבה Alba Fehérvár אלבה פהרוואר Alba Iulia אלבה יוליה Alba Longa אלבה לונגה Alba/Workspace/Poincare אנרי פואנקרה Albacete אלבסטה Albacete Balompié אלבסטה Albacete Balompié players קטגוריה:כדורגלני אלבסטה Albacore אלבקור Albambot משתמש:Albambot Alban Berg אלבן ברג Alban Berg Quartett רביעיית אלבן ברג Albanactus אלבאנאקטוס Albani lion אריה אלבני Albania אלבניה Albania קטגוריה:אלבניה Albania Blue Eye סירי אי קלטר Albania at the Olympics אלבניה במשחקים האולימפיים Albania at the Paralympics אלבניה במשחקים הפאראלימפיים Albania in the Eurovision Song Contest אלבניה באירוויזיון Albania international footballers קטגוריה:כדורגלני נבחרת אלבניה Albania national basketball team נבחרת אלבניה בכדורסל Albania national football team נבחרת אלבניה בכדורגל Albania national football team managers קטגוריה:מאמני נבחרת אלבניה בכדורגל Albania national football team navigational boxes קטגוריה:סגלי נבחרת אלבניה בכדורגל Albania squad UEFA Euro 2016 תבנית:נבחרת אלבניה ביורו 2016 Albania templates קטגוריה:תבניות ניווט - אלבניה Albanian Airlines אלבניאן איירליינס Albanian Armed Forces הכוחות המזוינים של אלבניה Albanian Kingdom אלבניה תחת השלטון האיטלקי Albanian Kingdom ממלכת אלבניה Albanian Superliga ליגת העל האלבנית Albanian culture קטגוריה:אלבניה: תרבות Albanian footballers קטגוריה:כדורגלנים אלבנים Albanian language אלבנית Albanian lek לק Albanian literature קטגוריה:ספרות אלבנית Albanian people קטגוריה:אלבנים Albanian poets קטגוריה:משוררים אלבנים Albanian politicians קטגוריה:פוליטיקאים אלבנים Albanian singers קטגוריה:זמרים אלבנים Albanian sportspeople קטגוריה:ספורטאים אלבנים Albanian writers קטגוריה:סופרים אלבנים Albania–Israel relations יחסי אלבניה-ישראל Albano Carrisi אלבנו קאריזי Albany County מחוז אולבני Albany Movement תנועת אולבני Albanyhaven/sandbox פרוקטר אנד גמבל Albar אלבר Albatros Flugzeugwerke אלבטרוס מטוסים Albatross אלבטרוסיים Albatrosses קטגוריה:אלבטרוסיים Albayzín אלבאיסין Albedo אלבדו Albedo 0.39 Albedo 0.39 Albeiror24 משתמש:Albeiror24 Alben Barkley אלבן ברקלי Alber Elbaz אלבר אלבז Alberobello אלברובלו Albert אלברט Albert Almoznino אלברט אלמוזנינו Albert Anastasia אלברט אנסטסיה Albert Anker אלברט אנקר Albert Antébi אברהם אלברט ענתבי Albert Apponyi אלברט אפוני Albert Azaryan אלברט אזריאן Albert Ballin אלברט באלין Albert Bandura אלברט בנדורה Albert Barillé אלבר בארייה Albert Battel אלברט בטל Albert Bogen אלברט בוגן Albert Bridge גשר אלברט Albert Broccoli אלברט ברוקולי Albert Brooks אלברט ברוקס Albert Calmette אלבר קלמט Albert Camus אלבר קאמי Albert Canal תעלת אלברט Albert Claude אלברט קלוד Albert Coates אלברט קואטס Albert Cohen אלבר כהן Albert Cuyp Market שוק אלברט קאופ Albert Ehrenstein אלברט ארנשטיין Albert Einstein אלברט איינשטיין Albert Einstein קטגוריה:אלברט איינשטיין Albert Einstein College of Medicine alumni קטגוריה:בוגרי בית הספר לרפואה ע"ש איינשטיין בישיבה יוניברסיטי Albert Einstein Institution מכון אלברט איינשטיין Albert Einstein Medal מדליית אלברט איינשטיין Albert Einstein Memorial אנדרטת אלברט איינשטיין Albert Einstein Society אגודת אלברט איינשטיין Albert Einstein Square כיכר אלברט איינשטיין Albert Ellis אלברט אליס Albert Ferrer אלברט פרר Albert Finney אלברט פיני Albert Fish אלברט פיש Albert Fox אלברט פוקס Albert François Lebrun אלבר לברן Albert Ghiorso אלברט גיורסו Albert Gutterson אלברט גטרסון Albert Göring אלברט גרינג Albert Henry Munsell אלברט הנרי מונסל Albert Hodges אלברט הודגס Albert Hofmann אלברט הופמן Albert Hourani אלברט חוראני Albert I אלברט הראשון Albert I of Belgium מלך הבלגים אלברט הראשון Albert II of Belgium מלך הבלגים אלברט השני Albert Jorquera אלברט ז'ורקרה Albert Kesselring אלברט קסלרינג Albert Ketèlbey אלברט קטלבי Albert Londe אלבר לונד Albert Lortzing אלברט לורצינג Albert Mackey אלברט מאקי Albert Mandler אברהם מנדלר Albert Medal for Lifesaving מדליית אלברט Albert Mehrabian אלברט מהרביאן Albert Memmi אלבר ממי Albert Memorial אנדרטת אלברט Albert Michelson אלברט אברהם מייקלסון Albert Mosse אלברט מוסה Albert Nobbs אלברט נובס Albert Oehlen אלברט אוהלן Albert Paris Gütersloh אלברט פריס גוטרסלו Albert Parsons אלברט פרסונס Albert Pierrepoint אלברט פיירפוינט Albert Pike אלברט פייק Albert Reynolds אלברט ריינולדס Albert Riera אלברט ריירה Albert Rocas אלברט רוקאס Albert Roussel אלבר רוסל Albert Roux אלברט רו Albert Sabin אלברט סבין Albert Sassoon עבדאללה Albert Schatz אלברט שץ Albert Schwartz אלברט שוורץ Albert Schweitzer אלברט שווייצר Albert Sidney Johnston אלברט סידני ג'ונסטון Albert Soboul אלבר סובול Albert Speer אלברט שפר Albert Stankowski אלברט סטנקובסקי Albert Szent-Györgyi אלברט סנט-גיירגי Albert Uderzo אלבר אודרזו Albert Vandal אלבר ונדאל Albert Warner אלברט וורנר Albert Wodrig אלברט וודריג Albert of Aix אלברט מאאכן Albert of Brandenburg אלברכט מברנדנבורג Albert of Saxony מלך סקסוניה אלברט Albert-László Barabási אלברט-לסלו ברבאשי Alberta אלברטה Alberta קטגוריה:אלברטה Alberta Red Deer רד דיר Alberta-girl-73/Counselling Connect האגודה האמריקנית לפסיכולוגיה Albertaceratops אלברטצרטופס Alberti אלברטי Alberti bass בס אלברטי Albertina מוזיאון אלברטינה Alberto Aquilani אלברטו אקווילני Alberto Blanco אלברטו בלאנקו Alberto Botía אלברטו בוטיה Alberto Burri אלברטו בורי Alberto Capponi Alberto Capponi Alberto Contador אלברטו קונטדור Alberto Fujimori אלברטו פוג'ימורי Alberto García Aspe אלברטו גרסיה אספה Alberto Giacometti אלברטו ג'קומטי Alberto Gilardino אלברטו ג'ילארדינו Alberto Ginastera אלברטו חינסטרה Alberto Gonzales אלברטו גונזאלס Alberto Granado אלברטו גרנאדו Alberto Iglesias אלברטו איגלסיאס Alberto Juantorena אלברטו חואנטורנה Alberto Korda אלברטו קורדה Alberto Moravia אלברטו מורביה Alberto Moreno אלברטו מורנו Alberto Nisman אלברטו ניסמן Alberto Paloschi אלברטו פאלוסקי Alberto Santos-Dumont אלברטו סנטוס דימון Alberto Sordi אלברטו סורדי Alberto Spencer אלברטו ספנסר Alberto Zaccheroni אלברטו זאקרוני Alberto Zorrilla אלברטו סוריז'ה Albertopolis אלברטפוליס Albertosaurus אלברטוזאורוס Albertus Magnus אלברטוס מגנוס Albertville אלברוויל Albi אלבי Albi Cathedral קתדרלת אלבי Albigensian Crusade מסע הצלב האלביגנזי Albigensian Crusade קטגוריה:מסע הצלב האלביגנזי Albin אלבין Albin Małysiak אלבין מלישיאק Albina Osipowich אלבינה אוסיפוביץ Albinism לבקנות Albireo אלביראו Albite אלביט Albizia lebbeck אלביציה צהובה Albizzi משפחת אלביצי Albo אלבו Alboin אלבוין Albor Tholus אולבור תולוס Alboran Sea ים אלבוראן Alborosie אלבורוזי Alborz אלבורז Alborz Province אלבורז Albrecht Altdorfer אלברכט אלטדורפר Albrecht Dürer אלברכט דירר Albrecht Goetze אלברכט גצה Albrecht Gustav von Manstein אלברכט גוסטב פון מאנשטיין Albrecht Kossel אלברכט קוסל Albrecht Mertz von Quirnheim אלברכט מרץ פון קירנהיים Albrecht Schubert אלברכט שוברט Albrecht von Roon אלברכט פון רון Albrecht von Wallenstein אלברכט פון ולנשטיין Albright אולברייט Albristhorn אלבריסטהורן Album אלבום Album אלבום מוזיקה Album cover עטיפה Album covers קטגוריה:ויקיפדיה - תמונות של עטיפות אלבומים Album of the Year Album of the Year Album ratings תבנית:דירוגי אלבום Album stubs קטגוריה:קצרמר אלבומים Albumin אלבומין Albums קטגוריה:אלבומים Albums by artist קטגוריה:אלבומים לפי יוצרים Albums by year קטגוריה:אלבומים לפי שנים Albuquerque אלבוקרקי Albury אולבורי Albus Dumbledore אלבוס דמבלדור Alcaeus of Mytilene אלקאיוס Alcalá de Henares אלקלה דה אנארס Alcantara אלקנטרה Alcatel-Lucent אלקטל-לוסנט Alcatraz אלקטרז Alcatraz Island אלקטרז Alcea חוטמית Alcea rosea חוטמית זיפנית Alcea setosa חוטמית זיפנית Alcedinidae קטגוריה:שלדגיים Alcek אלצק Alcelaphinae בובאלים Alcelaphinae קטגוריה:בובאלים Alcelaphus בובאל Alcetas אלקטס Alchemist האלכימאי Alchemists קטגוריה:אלכימאים Alchemy אלכימיה Alchemy קטגוריה:אלכימיה Alchevsk אלצ'בסק Alchimista משתמש:Alchimista Alcibiades אלקיביאדס Alcidae קטגוריה:אלקיים Alcide De Gasperi אלצ'ידה דה גספרי Alcimus אלקימוס Alcmaeon אלקמאון Alcmaeon of Croton אלקמאון מקרוטון Alcmaeonidae אלקמיונידים Alcman אלקמן Alcmene אלקמנה Alcohol אלכוהול Alcohol כוהל Alcohol intoxication שכרות Alcohol powder אבקת אלכוהול Alcohol withdrawal syndrome תסמונת גמילה מאלכוהול Alcoholic beverage משקה חריף Alcoholic beverages קטגוריה:משקאות אלכוהוליים Alcoholic beverages תבנית:משקאות חריפים Alcoholic liver disease מחלת כבד אלכוהולית Alcoholics Anonymous אלכוהוליסטים אנונימיים Alcoholism אלכוהוליזם Alcohols קטגוריה:כהלים Alcuin אלקואין Alcázar of Segovia האלקסר של סגוביה Alcázar of Seville מצודת סביליה Aldabra אטול אלדברה Aldabra giant tortoise צב יבשה ענק Aldair אלדאיר Aldebaran אלדברן Aldeburgh Festival פסטיבל אלדבורו Aldehyde אלדהיד Alder אלנוס Alderney אולדרני Alderney קטגוריה:אולדרני Alderney concentration camps מחנות הריכוז אולדרני Aldershot אלדרשוט Aldfrith of Northumbria אלפרית' מנורת'מבריה Aldi אלדי Aldo Adorno אלדו אדורנו Aldo Ceccato אלדו צ'קאטו Aldo Clementi אלדו קלמנטי Aldo Duscher אלדו דושר Aldo Moro אלדו מורו Aldo Nadi אלדו נדי Aldo Parisot אלדו פאריזוט Aldo Sambrell אלדו סמברל Aldo Serena אלדו סרנה Aldobrandini family משפחת אלדוברנדיני Aldol אלדול Aldol reaction תגובה אלדולית Aldosterone אלדוסטרון Aldous Huxley אלדוס האקסלי Aldrich Ames אולדריץ' איימס Aldrich–Vreeland Act חוק אולדריץ'-ורילנד Aldus Manutius אלדו מנוציו Ale אייל Ale Yarok מפלגת עלה ירוק Aleatoric music מוזיקה אליאטורית Alec Baldwin אלק בולדווין Alec Douglas-Home אלק דאגלס-יום Alec Greven אלק גרייבן Alec Guinness אלק גינס Alec Kirkbride אלק קירקברייד Alec Mackie אלק מקי Alec Rowley אלק ראולי Alecko Eskandarian אלקו אסקנדריאן Alectoris חוגלה Alecu Russo אלקו רוסו Aleh Negev עלה נגב Alehouse dagger פגיון המסבאה Alei Zahav עלי זהב Aleichem משתמש:Aleichem Aleida March ארנסטו צ'ה גווארה#תולדות חייו Aleijadinho אלייז'דיניו Aleinu עלינו לשבח Aleister Crowley אליסטר קראולי Aleix Vidal אלייש וידאל Alejandra Benítez אלחנדרה בניטס Alejandra Pizarnik אלחנדרה פיסארניק Alejandro Alejandro Alejandro Agustín Lanusse אלחנדרו אגוסטין לנוסה Alejandro Alfaro אלחנדרו אלפרו Alejandro Amenábar אלחנדרו אמנבר Alejandro Bedoya אלחנדרו בדויה Alejandro Daniel Wolff אלחנדרו דניאל וולף Alejandro Domínguez אלחנדרו דומינגס Alejandro González Iñárritu אלחנדרו גונסלס איניאריטו Alejandro Lerroux אלחנדרו לרו Alejandro Maldonado אלחנדרו מלדונאדו אגירה Alejandro Morera Soto אלחנדרו מוררה סוטו Alejandro Sabella אלחנדרו סאבלה Alejandro Toledo אלחנדרו טולדו Alejandro de Humboldt National Park הפארק הלאומי אלחנדרו דה הומבולדט Aleje Jerozolimskie שדרות ירוזולימסקייה Alekhine's Defence הגנת אלכין Aleks Marić אלכס מאריץ' Aleksandar Davidov אלכסנדר דוידוב Aleksandar Dragović אלכסנדר דראגוביץ' Aleksandar Ignjovski אלכסנדר איגניובסקי Aleksandar Karakašević אלכסנדר קראקסביץ' Aleksandar Kolarov אלכסנדר קולארוב Aleksandar Malinov אלכסנדר מלינוב Aleksandar Mitrović אלכסנדר מיטרוביץ' Aleksandar Stamboliyski אלכסנדר סטמבוליסקי Aleksandar Stanojević אלכסנדר סטנוייביץ' Aleksandar Tišma אלכסנדר טישמה Aleksandar Tonev אלכסנדר טונב Aleksandar Tsankov אלכסנדר צאנקוב Aleksandar Vezenkov אלכסנדר וזנקוב Aleksandar Vučić אלכסנדר ווצ'יץ' Aleksandar Đorđević אלכסנדר ג'ורג'ביץ' Aleksander חסידות אלכסנדר Aleksander Ford אלכסנדר פורד Aleksander Gierymski אלכסנדר גרימסקי Aleksander Kwaśniewski אלכסנדר קוושנייבסקי Aleksander Zederbaum אלכסנדר הלוי צדרבוים Aleksandr Abdulov אלכסנדר אבדולוב Aleksandr Anyukov אלכסנדר אניוקוב Aleksandr Averbukh אלכס אברבוך Aleksandr Bukharov אלכסנדר בוחארוב Aleksandr Gauk אלכסנדר גאוק Aleksandr Karelin אלכסנדר קרלין Aleksandr Kerzhakov אלכסנדר קרז'אקוב Aleksandr Kokorin אלכסנדר קוקורין Aleksandr Kuprin אלכסנדר קופרין Aleksandr Lyapunov אלכסנדר ליאפונוב Aleksandr Medved אלכסנדר מדבד Aleksandr Menkov אלכסנדר מנקוב Aleksandr Mikhailovich Orlov אלכסנדר אורלוב Aleksandr Mikhailovich of Tver אלכסנדר מטבר Aleksandr Mostovoi אלכסנדר מוסטובוי Aleksandr Polukarov אלכסנדר פולוקארוב Aleksandr Ptushko אלכסנדר פטושקו Aleksandr Sheshukov אלכסנדר ששוקוב Aleksandr Solzhenitsyn אלכסנדר סולז'ניצין Aleksandr Tvardovsky אלכסנדר טברדובסקי Aleksandr Uvarov אלכסנדר אובארוב Aleksandr Vasilevsky אלכסנדר ואסילבסקי Aleksandr Yermilov אלכסנדר ירמילוב Aleksandr Yerokhin אלכסנדר ירוחין Aleksandr Zatsepin אלכסנדר זצפין Aleksandr Zhidkov אלכסנדר ז'ידקוב Aleksandra Chudina אלכסנדרה צ'ודינה Aleksandra Pakhmutova אלכסנדרה פחמוטובה Aleksandras Machtas אלכסנדר מאכט Aleksandre Chivadze אלכסנדרה צ'יוודזה Aleksandrowicz אלכסנדרוביץ' Aleksandrs Cauņa אלסנדרס צאונייה Aleksandrów Kujawski אלכסנדרוב קויאבסקי Aleksandrów Łódzki אלכסנדר לודז' Aleksei Antonov אלכסיי אנטונוב Aleksei Berezutski אלכסיי ברזוצקי Aleksei Brusilov אלכסיי ברוסילוב Aleksei Chirikov אלכסיי צ'יריקוב Aleksei Kapler אלכסיי קפלר Aleksei Rebko אלכסיי רבקו Aleksei Yeliseyev אלכסיי יליסייב Aleksey Arakcheyev אלכסיי ארקצ'ייב Aleksey Batalov אלכסיי בטלוב Aleksey Kuropatkin אלכסיי קורופטקין Aleksey Nikolayevich Tolstoy אלכסיי ניקולאייביץ' טולסטוי Aleksey Savrasenko אלכסיי סאבראשנקו Aleksi Inauri אלכסיי אינאורי Alela Diane אלילה דיאן Alemanni אלמאנים Alemannia Aachen אלמניה אאכן Alemannia Aachen players קטגוריה:כדורגלני אלמניה אאכן Alemannic German אלמאנית Alemtuzumab אלמטוזומאב Alen Bokšić אלן בוקסיץ' Alen Halilović אלן חלילוביץ' Alena Yiv אלונה איב Alendronic acid אלנדרונט Alenia Aermacchi אלניה איירמאקי Alenia Aermacchi M-346 Master M-346 מאסטר Alençon אלנסון Aleph zero אלף 0 Aleppo חלב Aleppo קטגוריה:חלב Aleppo Citadel Museum מוזיאון מצודת חלב Aleppo Codex כתר ארם צובא Aleppo Governorate חלב Aleqa Hammond אלקה האמונד Alert state כוננות Alesha Dixon אלישה דיקסון Alesk חסידות אלעסק Alessandra Ambrosio אלסנדרה אמברוזיו Alessandra Celletti אלסנדרה צ'לטי Alessandria אלסנדריה Alessandro Altobelli אלסנדרו אלטובלי Alessandro Andrei אלסנדרו אנדריי Alessandro Baricco אלסנדרו בריקו Alessandro Birindelli אלסנדרו בירינדלי Alessandro Blasetti אלסנדרו בלאזטי Alessandro Costacurta אלסנדרו קוסטקורטה Alessandro Del Piero אלסנדרו דל פיירו Alessandro Florenzi אלסנדרו פלורנצי Alessandro Fortis אלסנדרו פורטיס Alessandro Gamberini אלסנדרו גאמבריני Alessandro Longo אלסנדרו לונגו Alessandro Manzoni אלסנדרו מנצוני Alessandro Marcello אלסנדרו מרצ'לו Alessandro Moreschi אלסנדרו מורסקי Alessandro Nesta אלסנדרו נסטה Alessandro Nivola אלסנדרו ניבולה Alessandro Pavolini אלסנדרו פאבוליני Alessandro Petacchi אלסנדרו פטאקי Alessandro Poglietti אלסנדרו פוליאטי Alessandro Salvio אלסנדרו סלביו Alessandro Scarlatti אלסנדרו סקרלטי Alessandro Schöpf אלסנדרו שופף Alessandro Stradella אלסנדרו סטראדלה Alessandro Valignano אלסנדרו ואליניאנו Alessandro Volta אלסנדרו וולטה Alessia Cara אליסיה קארה Alessia Filippi אלסיה פיליפי Alessio Cerci אלסיו צ'רצ'י Alessio Romagnoli אלסיו רומאניולי Alessio Tacchinardi אלסיו טקינארדי Alesso אלסו Alestorm איילסטורם Alethinophidia נחשים Aletsch Glacier אלטש Aleut language אלאוטית Aleutian Islands האיים האלאוטיים Aleutian Islands Campaign הקרב על האיים האלאוטיים Alevism אלווים Alex אלכס Alex אלכס רודריגו דיאס דה קוסטה Alex Acker אלכס אקר Alex Band אלכס בנד Alex Baumann אלכס באומן Alex Bein אלכסנדר ביין Alex Biryukov אלכס ביריוקוב Alex Borstein אלכס בורסטיין Alex Chubrevich אלכס צ'וברביץ' Alex Cox אלכס קוקס Alex Dimitriades אלכס דימיטריאדס Alex English אלכס אינגליש Alex Epstein אלכס אפשטיין Alex Ferguson אלכס פרגוסון Alex Forbes אלכס פורבס Alex Garcia אלכס גרסיה Alex Goldfarb אלכס גולדפרב Alex Graham אלכס גרהאם Alex Haley אלכס היילי Alex Hershaft אלכס הרשאפט Alex Higgins אלכס היגינס Alex Hirsch אלכס הירש Alex Holeh Ahavah אלכס חולה אהבה Alex Iwobi אלכס איוובי Alex James אלכס ג'יימס Alex Jones אלכס ג'ונס Alex Kapp Horner אלכס קאפ הורנר Alex Kidd in Miracle World אלכס קיד בעולם הפלאים Alex Kingston אלכס קינגסטון Alex Levac אלכס ליבק Alex Lifeson אלכס לייפסן Alex Lubotzky אלכס לובוצקי Alex Manninger אלכס מנינגר Alex McLeish אלכס מקליש Alex Miller אלכס מילר Alex Mintz אלכס מינץ Alex Morgan אלכס מורגן Alex North אלכס נורת' Alex O'Loughlin אלכס או'לאפלין Alex Oxlade-Chamberlain אלכס אוקסלייד-צ'מברליין Alex Parks אלכס פארקס Alex Pettyfer אלכס פטיפר Alex Quiñónez אלכס קיניונס Alex Rider אלכס ריידר Alex Rodriguez אלכס רודריגז Alex Ross אלכס רוס Alex Russell אלכס ראסל Alex Salmond אלכס סלמונד Alex Schwazer אלכס שווצר Alex Shnaider אלכס שניידר Alex Song אלכסנדר סונג Alex Tal אלכס טל Alex Turner אלכס טרנר Alex Tyus אלכס טיוס Alex Wilson אלכס וילסון Alex Winston אלכס וינסטון Alex Zülle אלכס צילה Alex lubotzky אלכס לובוצקי AlexColinTocquaine/Agressor Agressor AlexColinTocquaine/sandbox Agressor AlexKarpman~enwiki משתמש:AlexKarpman AlexR/gender מגדר AlexTG/ubx/OperaPill תבנית:משתמש אופרה Alexa Internet אלכסה Alexa Nikolas אלכסה ניקולס Alexander אלכסנדר Alexander Aaronsohn אלכסנדר אהרנסון Alexander Abusch אלכסנדר אבוש Alexander Agricola אלכסנדר אגריקולה Alexander Aizenshtat אלכסנדר אייזנשטט Alexander Alekhine אלכסנדר אלכין Alexander Altmann אלכסנדר אלטמן Alexander Andreyevich Ivanov אלכסנדר איוואנוב Alexander Ankvab אלכסנדר אנקבב Alexander Archipenko אלכסנדר ארכיפנקו Alexander Arutiunian אלכסנדר ארוטיוניאן Alexander Baerwald אלכסנדר ברוולד Alexander Balas אלכסנדר באלאס Alexander Bastrykin אלכסנדר בסטריקין Alexander Baumjohann אלכסנדר באומיוהאן Alexander Beglov אלכסנדר בגלוב Alexander Bek אלכסנדר בק Alexander Bekovich-Cherkassky אלכסנדר בקוביץ'-צ'רקסקי Alexander Belev אלכסנדר בלב Alexander Belyaev אלכסנדר בלייב Alexander Berkman אלכסנדר ברקמן Alexander Blok אלכסנדר בלוק Alexander Bogdanov אלכסנדר בוגדנוב Alexander Bogen אלכסנדר בוגן Alexander Borodin אלכסנדר בורודין Alexander Bortnikov אלכסנדר בורטניקוב Alexander Bovin אלכסנדר בובין Alexander Brailowsky אלכסנדר בריילובסקי Alexander Bustamante אלכסנדר בוסטמנטה Alexander Butlerov אלכסנדר בוטלרוב Alexander Calder אלכסנדר קלדר Alexander Chernyshyov אלכסנדר צ'רנישוב Alexander Column עמוד אלכסנדר Alexander Dale Oen אלכסנדר דאלה אואן Alexander Danilov אלכסנדר דנילוב Alexander Danilovich Menshikov אלכסנדר מנשיקוב Alexander Dargomyzhsky אלכסנדר דארגומיז'סקי Alexander Dityatin אלכסנדר דיטיאטין Alexander Donskoy אלכסנדר דונסקוי Alexander Dovzhenko אלכסנדר דובז'נקו Alexander Dubček אלכסנדר דובצ'ק Alexander Eig אלכסנדר איג Alexander Eliraz אלכס אלירז Alexander Evenson אלכסנדר אבנסון Alexander Ezer אלכסנדר עזר יבזרוב Alexander Fadeyev אלכסנדר פדייב Alexander Flamberg אלכסנדר פלמברג Alexander Fleming אלכסנדר פלמינג Alexander Frei אלכסנדר פריי Alexander Friedmann אלכסנדר פרידמן Alexander Fritz אלכסנדר פריץ Alexander Fuks אלכסנדר פוקס Alexander Gagarin אלכסנדר גגארין Alexander Galich אלכסנדר גאליץ' Alexander Garden גן אלכסנדר Alexander Gardner אלכסנדר גרדנר Alexander Gelfond אלכסנדר גלפונד Alexander Ginzburg אלכסנדר גינזבורג Alexander Glazunov אלכסנדר גלאזונוב Alexander Godunov אלכסנדר גודונוב Alexander Goldstein אלכסנדר גולדשטיין Alexander Gomelsky אלכסנדר גומלסקי Alexander Gomelsky Euroleague Coach of the Year מאמן השנה ביורוליג Alexander Gomelsky Universal Sports Hall CSKA היכל הספורט האוניברסלי של צסק"א Alexander Gorchakov אלכסנדר גורצ'קוב Alexander Gottlieb Baumgarten אלכסנדר גוטליב באומגרטן Alexander Gould אלכסנדר גולד Alexander Graham Bell אלכסנדר גרהם בל Alexander Granovskiy אלכסנדר גרנובסקי Alexander Griboyedov אלכסנדר גריבויידוב Alexander Grin אלכסנדר גרין Alexander Grothendieck אלכסנדר גרותנדיק Alexander Guchkov אלכסנדר גוצ'קוב Alexander Gutman אלכסנדר גוטמן Alexander Haig אלכסנדר הייג Alexander Hamilton אלכסנדר המילטון Alexander Harkavy אלכסנדר הרכבי Alexander Helios אלכסנדר הליוס Alexander Henry the younger אלכסנדר הנרי הצעיר Alexander Herzen אלכסנדר הרצן Alexander Hleb אלכסנדר חלב Alexander Huzman אלכסנדר חוזמן Alexander I אלכסנדר הראשון Alexander I of Moldavia אלכסנדרו הטוב Alexander I of Russia קיסר רוסיה אלכסנדר הראשון Alexander I of Scotland מלך סקוטלנד אלכסנדר הראשון Alexander I of Serbia מלך סרביה אלכסנדר הראשון Alexander I of Yugoslavia מלך יוגוסלביה אלכסנדר הראשון Alexander II אלכסנדר השני Alexander II Mircea אלכסנדרו השני מירצ'ה Alexander II of Epirus מלך אפירוס אלכסנדר השני Alexander II of Russia קיסר רוסיה אלכסנדר השני Alexander II of Scotland מלך סקוטלנד אלכסנדר השני Alexander III אלכסנדר השלישי Alexander III of Russia קיסר רוסיה אלכסנדר השלישי Alexander III of Scotland מלך סקוטלנד אלכסנדר השלישי Alexander IV of Macedon מלך מוקדון אלכסנדר הרביעי Alexander Island ארץ אלכסנדר Alexander Jagiellon אלכסנדר יגיילו Alexander Jannaeus אלכסנדר ינאי Alexander Kerensky אלכסנדר קרנסקי Alexander Kevitz אלכסנדר קוויץ Alexander Keynan אלכס קינן Alexander Khalifman אלכסנדר חליפמן Alexander Kipnis אלכסנדר קיפניס Alexander Kluge אלכסנדר קלוגה Alexander Kohut חנוך יהודה קאהוט Alexander Kolchak אלכסנדר קולצ'ק Alexander Korda אלכסנדר קורדה Alexander Kotov אלכסנדר קוטוב Alexander Krein אלכסנדר קריין Alexander Kuchin אלכסנדר קוצ'ין Alexander Kutepov אלכסנדר קוטפוב Alexander Lazarev אלכסנדר לאזארב Alexander Lebed אלכסנדר לבד Alexander Levitzki אלכסנדר לויצקי Alexander Litovchenko אלכסנדר ליטובצ'נקו Alexander Litvinenko אלכסנדר ליטוויננקו Alexander Lubotzky אלכסנדר לובוצקי Alexander Ludwig אלכסנדר לודוויג Alexander Lukashenko אלכסנדר לוקשנקו Alexander Luria אלכסנדר לוריא Alexander Löhr אלכסנדר להר Alexander Mackenzie אלכסנדר מקנזי Alexander Macklin אלכסנדר מקלין Alexander Marx אלכסנדר מרכס Alexander Mashkevitch אלכסנדר משקביץ Alexander McCall Smith אלכסנדר מק'קול סמית Alexander McDonnell אלכסנדר מקדונל Alexander McQueen אלכסנדר מקווין Alexander Meier אלכסנדר מאייר Alexander Mejía אלכסנדר מחייה Alexander Merkel אלכסנדר מרקל Alexander Mikhalenko משתמש:Alexander Mikhalenko Alexander Mosaic פסיפס אלכסנדר Alexander Nesmeyanov אלכסנדר נסמיאנוב Alexander Nevsky אלכסנדר נבסקי Alexander Nevsky Cathedral קתדרלת אלכסנדר נבסקי Alexander Nevsky Lavra מנזר אלכסנדר נבסקי Alexander Ney אלכסנדר נעי Alexander Novikov אלכסנדר נוביקוב Alexander Oparin אלכסנדר אופרין Alexander Ostrovsky אלכסנדר ניקולאייביץ' אוסטרובסקי Alexander Ostrowski אלכסנדר מרקוביץ' אוסטרובסקי Alexander Ovechkin אלכסנדר אובצ'קין Alexander Palace ארמון אלכסנדר Alexander Patch אלכסנדר פאץ' Alexander Pavlovich Vinogradov אלכסנדר וינוגרדוב Alexander Payne אלכסנדר פיין Alexander Pechersky אלכסנדר פצ'רסקי Alexander Penn אלכסנדר פן Alexander Petrov אלכסנדר פטרוב Alexander Pichushkin אלכסנדר פיצ'ושקין Alexander Pines אלכסנדר פיינס Alexander Pokryshkin אלכסנדר פוקרישקין Alexander Polyhistor אלכסנדר פוליהיסטור Alexander Pope אלכסנדר פופ Alexander Popov אלכסנדר פופוב Alexander Prokhorov אלכסנדר פרוכורוב Alexander Pushkin אלכסנדר פושקין Alexander Pushkin קטגוריה:אלכסנדר פושקין Alexander Ragulin אלכסנדר רגולין Alexander Ramati אלכסנדר רמתי Alexander Robert Johnston אלכסנדר רוברט ג'ונסטון Alexander Rodchenko אלכסנדר רודצ'נקו Alexander Rodimtsev אלכסנדר רודימצב Alexander Rofe אלכסנדר רופא Alexander Rosenbaum אלכסנדר רוזנבאום Alexander Rueb אלכסנדר רואב Alexander Rutskoy אלכסנדר רוצקוי Alexander Rybak אלכסנדר ריבאק Alexander Samsonov אלכסנדר סמסונוב Alexander Sarcophagus סרקופג אלכסנדר Alexander Schindler אלכסנדר שינדלר Alexander Schlichter אלכסנדר שליכטר Alexander Schneider אלכסנדר שניידר Alexander Scriabin אלכסנדר סקריאבין Alexander Selkirk אלכסנדר סלקירק Alexander Sergeyevich Yakovlev אלכסנדר יאקובלב Alexander Shatilov אלכס שטילוב Alexander Shelepin אלכסנדר שלפין Alexander Shlyakhturov אלכסנדר שליאחטורוב Alexander Shulgin אלכסנדר שולגין Alexander Siddig אלכסנדר סידיג Alexander Siloti אלכסנדר זילוטי Alexander Skarsgård אלכסנדר סקארסגארד Alexander Solovtsov אלכסנדר סולובצוב Alexander Stepanovich Popov אלכסנדר פופוב Alexander Stubb אלכסנדר סטוב Alexander Suslin אלכסנדרי זוסלין הכהן Alexander Suvorov אלכסנדר סובורוב Alexander Süsskind of Grodno אלכסנדר זיסקינד מהוראדנא Alexander Tairov אלכסנדר טאירוב Alexander Tamanian אלכסנדר טמניאן Alexander Tikhonov אלכסנדר טיכונוב Alexander Toradze אלכסנדר תוראדזה Alexander Tzinker אלכסנדר צינקר Alexander Uriah Boskovich אלכסנדר אוריה בוסקוביץ' Alexander V of Macedon מלך מוקדון אלכסנדר החמישי Alexander Vampilov אלכסנדר ומפילוב Alexander Van der Bellen אלכסנדר ואן דר בלן Alexander Vandegrift אלכסנדר ונדגריפט Alexander Vasilyevich Alexandrov אלכסנדר אלכסנדרוב Alexander Vertinsky אלכסנדר ורטינסקי Alexander Vinokourov אלכסנדר וינוקורוב Alexander Volkov אלכסנדר וולקוב Alexander Volkov אלכסנדר מלנטייביץ' וולקוב Alexander Weissberg-Cybulski אלכסנדר וייסברג-ציבולסקי Alexander Werth אלכסנדר ורט Alexander Wheelock Thayer אלכסנדר וילוק תאייר Alexander Wittek אלכסנדר ויטק Alexander Yakobson אלכסנדר יעקובסון Alexander Yegorov אלכסנדר יגורוב Alexander Ypsilantis אלכסנדר איפסילנטי Alexander Zaïd אלכסנדר זייד Alexander Zeisal Bielski אלכסנדר זיסל ביילסקי Alexander Zickler אלכסנדר ציקלר Alexander Ziskind Maimon אלכסנדר זיסקינד מימון Alexander Zusia Friedman אלכסנדר זושא פרידמן Alexander of Battenberg נסיך בולגריה אלכסנדר באטנברג Alexander of Comana אלכסנדר מקומנה Alexander of Greece מלך יוון אלכסנדר הראשון Alexander of Judaea אלכסנדר השני Alexander polynomial פולינום אלכסנדר Alexander technique שיטת אלכסנדר Alexander the Alabarch אלכסנדר האלבארכס Alexander the Great אלכסנדר הגדול Alexander the Great קטגוריה:אלכסנדר הגדול Alexander von Humboldt אלכסנדר פון הומבולדט Alexander von Kluck אלכסנדר פון קלוק Alexander von Linsingen אלכסנדר פון לינסינגן Alexander von Zemlinsky אלכסנדר זמלינסקי Alexander's kusimanse קוסימן אלכסנדר Alexanderplatz אלכסנדרפלאץ Alexandra אלכסנדרה Alexandra Burke אלכסנדרה בורק Alexandra Feodorovna אלכסנדרה פיודורובנה Alexandra Feodorovna נסיכת הסן אלכסנדרה Alexandra Feodorovna נסיכת פרוסיה שרלוטה Alexandra Kollontai אלכסנדרה קולונטאי Alexandra Kosteniuk אלכסנדרה קוסטניוק Alexandra Maria Lara אלכסנדרה מריה לרה Alexandra Pelosi אלכסנדרה פלוסי Alexandra Roach אלכסנדרה רואץ' Alexandra Rosenfeld אלכסנדרה רוזנפלד Alexandra Stan אלכסנדרה סטאן Alexandra Wester אלכסנדרה וסטר Alexandra Zabelina אלכסנדרה זאבלינה Alexandra Zaretsky רומן ואלכסנדרה זרצקי Alexandra of Denmark נסיכת דנמרק אלכסנדרה Alexandra the Maccabee אלכסנדרה החשמונאית Alexandre Astruc אלכסנדר אסטרוק Alexandre Balthazar Laurent Grimod de La Reynière אלכסנדר באלתאזאר לוראן גרימו דה לה רנייר Alexandre Benois אלכסנדר בנואה Alexandre Brongniart אלכסנדר ברוניאר Alexandre Cabanel אלכסנדר קבנל Alexandre Deschapelles אלכסנדר דשאפל Alexandre Desplat אלכסנדר דספלה Alexandre Dumas אלכסנדר דיומא Alexandre Dumas אלכסנדר דיומא האב Alexandre Jany אלכסנדר ז'אני Alexandre Kojève אלכסנדר קוז'ב Alexandre Lacazette אלכסנדר לאקזט Alexandre Lippmann אלכסנדר ליפמן Alexandre Pato פאטו Alexandre Stavisky אלכסנדר סטביסקי Alexandre Tansman אלכסנדר טנסמן Alexandre Étienne Choron אלכסנדר אטיין שורון Alexandre-Gabriel Decamps אלכסנדר-גבריאל דקאן Alexandre-Théophile Vandermonde אלכסנדר ונדרמונט Alexandri רבי אלכסנדרי Alexandria אלכסנדריה Alexandria קטגוריה:אלכסנדריה Alexandria Eschate אלכסנדריה אסחטה Alexandria University אוניברסיטת אלכסנדריה Alexandria on the Indus אלכסנדריה על האינדוס Alexandrine חרוז אלכסנדרוני Alexandrine parakeet דררה אלכסנדרונית Alexandrium סרטבה Alexandro Alves do Nascimento אלכס אלבס Alexandroni Brigade חטיבת אלכסנדרוני Alexandros אלכסנדרוס Alexandros Koryzis אלכסנדרוס קוריזיס Alexandros Panagoulis אלכסנדרוס פנגוליס Alexandros Tziolis אלכסנדרוס ציוליס Alexandros Tzorvas אלכסנדרוס צורבאס Alexandroupoli אלכסנדרופולי Alexandrov אלכסנדרוב Alexandrov Ensemble מקהלת הצבא האדום Alexandrov Ensemble choir מקהלת הצבא האדום Alexandru Averescu אלכסנדרו אוורסקו Alexandru Coconul אלכסנדרו העלם Alexandru Dobrogeanu-Gherea אלכסנדרו דוברוג'אנו-גריה Alexandru Drăghici אלכסנדרו דרגיץ' Alexandru Gațcan אלכסנדרו גצקאן Alexandru Golescu אלכסנדרו גולסקו Alexandru Graur אלכסנדרו גראור Alexandru Ioan Cuza אלכסנדרו יואן קוזה Alexandru Ioan Cuza University אוניברסיטת יאשי Alexandru Jar אלכסנדרו ז'ר Alexandru Lăpușneanu אלכסנדרו לפושניאנו Alexandru M. משתמש:Alexandru M. Alexandru Macedonski אלכסנדרו מצ'דונסקי Alexandru Moghioroș אלכסנדרו מוגיורוש Alexandru Mățel אלכסנדרו מאטל Alexandru Papană אלכסנדרו פאפאנה Alexandru Philippide אלכסנדרו פיליפידה Alexandru Robot אלכסנדרו רובוט Alexandru Segal אלכסנדרו סגל Alexandru Suvorov אלכסנדרו סובורוב Alexandru Toma אלכסנדרו טומה Alexandru Tyroler אלכסנדרו טירולר Alexandru Vaida-Voevod אלכסנדרו ואידה-ווייבוד Alexandru cel Rău אלכסנדרו הרע Alexandru Șafran אלכסנדר שפרן Alexandru Șerbănescu אלכסנדרו שרבנסקו Alexbot משתמש:Alexbot Alexei Alexeyevich Abrikosov אלכסיי אבריקוסוב Alexei Eremenko אלכסיי יריומנקו Alexei Fedorov אלכסיי פיודורוב Alexei Grigoryevich Orlov אלכסיי אורלוב Alexei Kosolapov אלכסיי קוסולאפוב Alexei Kosygin אלכסיי קוסיגין Alexei Kudrin אלכסיי קודרין Alexei Navalny אלכסיי נבלני Alexei Nemov אלכסיי נמוב Alexei Razumovsky אלכסיי רזומובסקי Alexei Rykov אלכסיי ריקוב Alexei Savrasov אלכסי סאווראסוב Alexei Shirov אלכסיי שירוב Alexei Volodin אלכסיי וולודין Alexei Yagudin אלכסי יגודין Alexey Bestuzhev-Ryumin אלכסיי בסטוז'ב-ריומין Alexey Dyumin אלכסיי דיומין Alexey Fyodorovich Orlov אלכסיי פיודורוביץ' אורלוב Alexey Leonov אלכסיי ליאונוב Alexey Maresyev אלכסיי מארסייב Alexey Pajitnov אלכסיי פז'יטנוב Alexey Selezniev אלכסי סלזנייב Alexey Shchusev אלכסיי שצ'וסב Alexey Shved אלכסיי שבד Alexey Stakhanov אלכסיי סטחאנוב Alexey Troitsky אלכסיי טרוצקי Alexey Venetsianov אלכסיי ונציאנוב Alexi Laiho אלכסי לייהו Alexios I Komnenos קיסר האימפריה הביזנטית אלכסיוס הראשון Alexis Bledel אלקסיס בלדל Alexis Carrel אלכסיס קארל Alexis Copello אלקסי קופיו Alexis Korner אלכסיס קורנר Alexis Norambuena אלכסיס נורמבואנה Alexis Soyer אלקסי סואייה Alexis Sánchez אלכסיס סאנצ'ס Alexis Tsipras אלכסיס ציפראס Alexis de Tocqueville אלכסיס דה טוקוויל Alexis of Russia צאר רוסיה אלכסיי הראשון Alexius Slav אלקסי סלאב Alexius of Rome אלכסיוס הקדוש Alexsh משתמש:Alexsh Alexz Johnson אלכס ג'ונסון Aley עאליי Alf Baker אלף בייקר Alf Common אלף קומון Alf Kirchen אלף קירקן Alf Ramsey אלף ראמזי Alfa Group אלפא גרופ Alfa Romeo אלפא רומיאו Alfa Romeo Alfasud אלפא רומיאו אלפאסוד Alfajor אלפחור Alfalfa אלפלפה Alfei Menashe אלפי מנשה Alfie אלפי Alfie Allen אלפי אלן Alfie Kohn אלפי קון Alfio Basile אלפיו באסילה Alfons Gabriel אלפונס גבריאל Alfonsina Storni אלפונסינה סטורני Alfonso Cuarón אלפונסו קוארון Alfonso Cuarón תבנית:אלפונסו קוארון Alfonso Herrera אלפונסו הררה Alfonso I אלפונסו הראשון Alfonso López Michelsen אלפונסו לופס מיקלסן Alfonso Martínez de Toledo אלפונסו מרטינס דה טולדו Alfonso Portillo אלפונסו פורטיו Alfonso Pérez אלפונסו פרס Alfonso Ribeiro אלפונסו ריביירו Alfonso Rodríguez Salas פונצ'ו Alfonso XII of Spain מלך ספרד אלפונסו השנים עשר Alfonso XIII of Spain מלך ספרד אלפונסו השלושה עשר Alfonso de Zamora אלפונסו דה סמורה Alfonso the Battler מלך אראגון אלפונסו הראשון Alfre Woodard אלפרה וודארד Alfred אלפרד Alfred Adler אלפרד אדלר Alfred Bester אלפרד בסטר Alfred Binet אלפרד בינה Alfred Brendel אלפרד ברנדל Alfred Brinckmann אלפרד ברינקמן Alfred Capus אלפרד קאפי Alfred Cheetham אלפרד צ'יתאם Alfred Clebsch אלפרד קלבש Alfred Cortot אלפרד קורטו Alfred Deakin אלפרד דיקין Alfred Delp אלפרד דלפ Alfred Domett אלפרד דומט Alfred Drake אלפרד דרייק Alfred Dreyfus אלפרד דרייפוס Alfred Döblin אלפרד דבלין Alfred Einstein אלפרד איינשטיין Alfred Eisenstaedt אלפרד אייזנשטאדט Alfred Enoch אלפרד אינוק Alfred Farag אלפרד פרג Alfred Flatow אלפרד פלאטו Alfred Gilman אלפרד גילמן Alfred Gottschalk אלפרד גוטשאלק Alfred Grünfeld אלפרד גרינפלד Alfred Gusenbauer אלפרד גוזנבאואר Alfred Hermann Fried אלפרד הרמן פריד Alfred Hershey אלפרד הרשי Alfred Hitchcock אלפרד היצ'קוק Alfred Hitchcock תבנית:אלפרד היצ'קוק Alfred Hitchcock Presents אלפרד היצ'קוק מגיש Alfred Hrdlicka אלפרד הרדליקה Alfred Hugenberg אלפרד הוגנברג Alfred Ilg אלפרד אילג Alfred Jarry אלפרד ז'ארי Alfred Jodl אלפרד יודל Alfred Jost אלפרד ז'וסט Alfred Kazin אלפרד קייזין Alfred Kinsey אלפרד קינסי Alfred Korzybski אלפרד קוז'יבסקי Alfred Kroeber אלפרד קרובר Alfred Kwak שאלתיאל קוואק Alfred Mansfeld אל מנספלד Alfred Marshall אלפרד מרשל Alfred Mendelsohn אלפרד מנדלסון Alfred Mendes אלפרד מנדס Alfred Moisiu אלפרד מויסיו Alfred Molina אלפרד מולינה Alfred Mosher Butts אלפרד מוסר בוטס Alfred Munnings אלפרד מנינגס Alfred Nakache אלפרד נקש Alfred Naqqache אלפרד ג'ורג' א-נקאש Alfred Naujocks אלפרד נאויוקס Alfred Newman אלפרד ניומן Alfred Nobel אלפרד נובל Alfred North Whitehead אלפרד נורת' וייטהד Alfred Nossig אלפרד נוסיג Alfred Novello אלפרד נובלו Alfred Palmer אלפרד פאלמר Alfred Pennyworth אלפרד פניוורת' Alfred Perot אלפרד פרו Alfred Radcliffe-Brown אלפרד רדקליף-בראון Alfred Reade Godwin-Austen אלפרד ריד גודווין אוסטן Alfred Redl אלפרד רדל Alfred Ritter von Hubicki אלפרד פון הוביקי Alfred Rosenberg אלפרד רוזנברג Alfred Russel Wallace אלפרד ראסל וולאס Alfred Schlemm אלפרד שלם Alfred Schmidt אלפרד שמידט Alfred Schnittke אלפרד שניטקה Alfred Sisley אלפרד סיסלי Alfred Sommer אלפרד סומר Alfred Stieglitz אלפרד סטיגליץ Alfred Tarski אלפרד טרסקי Alfred Thayer Mahan אלפרד תייר מהן Alfred Tomatis שיטת טומטיס Alfred Wallenstein אלפרד ואלנשטיין Alfred Wegener אלפרד וגנר Alfred Werner אלפרד ורנר Alfred Wiener אלפרד וינר Alfred de Musset אלפרד דה מיסה Alfred de Vigny אלפרד דה ויניי Alfred the Great אלפרד הגדול Alfred von Schlieffen אלפרד פון שליפן Alfred von Tirpitz אלפרד פון טירפיץ Alfredjodocuskwak logo.jpg קובץ:Alfredjodocuskwak logo.jpg Alfredo Casella אלפרדו קאזלה Alfredo Catalani אלפרדו קאטאלאני Alfredo Cristiani אלפרדו כריסטיאני Alfredo Di Stéfano אלפרדו די סטפנו Alfredo Guzzoni אלפרדו גוצוני Alfredo Kraus אלפרדו קראוס Alfredo Palacio אלפרדו פאלאסיו Alfredo Stroessner אלפרדו סטרוסנר Alfreð Finnbogason אלפרד פינבוגאסון Alfréd Hajós אלפרד האיוש Alfréd Rényi אלפרד רניי Alfréd Wetzler אלפרד וצלר Algae אצות Algae קטגוריה:אצות Algal bloom פריחת אצות Algarve אלגארבה Algarve Cup גביע אלגארבה Algebra אלגברה Algebra קטגוריה:אלגברה Algebra over a field אלגברה לא אסוציאטיבית Algebraic closure סגור אלגברי Algebraic curve עקום אלגברי Algebraic curves קטגוריה:עקומים אלגבריים Algebraic element איבר אלגברי Algebraic geometry גאומטריה אלגברית Algebraic geometry קטגוריה:גאומטריה אלגברית Algebraic group חבורה אלגברית Algebraic independence אי תלות אלגברית Algebraic integer חוג השלמים האלגבריים Algebraic notation תבנית:רישום שחמט Algebraic number מספר אלגברי Algebraic number field שדה מספרים Algebraic number theory קטגוריה:תורת המספרים האלגברית Algebraic number theory תורת המספרים האלגברית Algebraic numbers קטגוריה:מספרים אלגבריים Algebraic solution פתרון באמצעות רדיקלים Algebraic structure מבנה אלגברי Algebraic structures קטגוריה:מבנים אלגבריים Algebraic surface משטח אלגברי Algebraic topology טופולוגיה אלגברית Algebraic topology קטגוריה:טופולוגיה אלגברית Algebraic variety יריעה אלגברית Algebraically closed field שדה סגור אלגברית Alger Hiss אלג'ר היס Algeria אלג'יריה Algeria קטגוריה:אלג'יריה Algeria Constantine קונסטנטין Algeria M'Sila אל-מסילה Algeria at the Olympics אלג'יריה במשחקים האולימפיים Algeria at the Paralympics אלג'יריה במשחקים הפאראלימפיים Algeria in World War II קטגוריה:אלג'יריה במלחמת העולם השנייה Algeria location map templates קטגוריה:תבניות מיפוי לפי מדינות: אלג'יריה Algeria national basketball team נבחרת אלג'יריה בכדורסל Algeria national football team נבחרת אלג'יריה בכדורגל Algeria national football team navigational boxes קטגוריה:סגלי נבחרת אלג'יריה בכדורגל Algeria squad 2010 FIFA World Cup תבנית:נבחרת אלג'יריה במונדיאל 2010 Algeria squad 2014 FIFA World Cup תבנית:נבחרת אלג'יריה במונדיאל 2014 Algeria templates קטגוריה:תבניות ניווט - אלג'יריה Algerian Civil War מלחמת האזרחים האלג'יראית Algerian Jews קטגוריה:יהודים אלג'יראים Algerian Space Agency סוכנות החלל האלג'ירית Algerian War מלחמת העצמאות של אלג'יריה Algerian War קטגוריה:מלחמת העצמאות של אלג'יריה Algerian athletes קטגוריה:אתלטים אלג'יראים Algerian dinar דינר אלג'ירי Algerian directors קטגוריה:במאים אלג'יראים Algerian female singers קטגוריה:זמרות אלג'יראיות Algerian film directors קטגוריה:במאי קולנוע אלג'יראים Algerian footballers קטגוריה:כדורגלנים אלג'יראים Algerian literature ספרות אלג'יראית Algerian people קטגוריה:אלג'יראים Algerian politicians קטגוריה:פוליטיקאים אלג'יראים Algerian religious leaders קטגוריה:אנשי דת אלג'יראים Algerian singers קטגוריה:זמרים אלג'יראים Algerian sportspeople קטגוריה:ספורטאים אלג'יראים Algerian writers קטגוריה:סופרים אלג'יראים Algeria–Israel relations יחסי אלג'יריה-ישראל Algherese dialect אלגרס Alghero אלגרו Alghero קטגוריה:אלגרו Algiers אלג'יר Algiers קטגוריה:אלג'יר Algiers putsch of 1961 מרד הגנרלים באלג'יריה Algirdas אלגירדאס Algirdas Brazauskas אלגירדס ברזאוסקאס Algiz אלגיז Alglucosidase alfa Alglucosidase Alfa Algol אלגול Algorithm אלגוריתם Algorithmic efficiency יעילות אלגוריתמית Algorithmic game theory תורת המשחקים האלגוריתמית Algorithmic mechanism design תכנון מנגנונים אלגוריתמי Algorithmic trading מסחר אלגוריתמי Algorithms קטגוריה:אלגוריתמים Alhagi maurorum הגה מצויה Alhambra אלהמברה Alhambra Cinema קולנוע אלהמברה Alhambra Decree גירוש ספרד Alhamdulillah אלחמדוללה Alhazen אבן אל-היית'ם Alhurra אל-חורה Ali עלי Ali עלי בן אבי טאלב Ali Abdullah Saleh עלי עבדאללה סאלח Ali Abu Awwad עלי אבו-עואד Ali Abu Nuwar עלי אבו נוואר Ali Abu al-Ragheb עלי אבו א-ראע'ב Ali Akbar Khan עלי אכבר חאן Ali Akbar Salehi עלי אכבר סאלחי Ali Aslan עלי אסלאן Ali Baba עלי באבא וארבעים השודדים Ali Baba עלי בבא Ali Bey al-Kabir עלי ביי אל-כביר Ali Daei עלי דאי Ali Duba עלי דובא Ali El-Khatib עלי חטיב Ali Gomaa עלי גומעה Ali Haji-Sheikh אלי האג'י-שיק Ali Hassan Salameh עלי חסן סלאמה Ali Hassan al-Majid עלי חסן אל-מג'יד Ali Haydar עלי חיידר Ali I of Yejju צ'יף יג'ו עלי הראשון Ali II of Yejju צ'יף יג'ו עלי השני Ali Karimi עלי כרימי Ali Khamenei עלי ח'אמנאי Ali Landry אלי לנדרי Ali Larijani עלי לאריג'אני Ali Larter אלי לרטר Ali MacGraw אלי מק'גרו Ali Mahir Pasha עלי מאהר Ali Muhammad Mujawar עלי מוחמד מוג'ור Ali Nassar עלי נאסר Ali Ottman עלי עותמאן Ali Pasha of Ioannina עלי פאשה Ali Podrimja עלי פודרימיה Ali Reza Eftekhari עלירזה אפתח'ארי Ali Reza Pahlavi עלי רזא פהלווי Ali Saleem עלי סלים Ali Salem עלי סאלם Ali Shariati עלי שריעתי Ali Smith אלי סמית Ali Suliman עלי סלימאן Ali Yahya עלי יחיא Ali Zeidan עלי זידאן Ali al-Hadi עלי אל-האדי Ali al-Ridha עלי א-רידא Ali al-Sistani עלי סיסתאני Ali ibn Husayn Zayn al-Abidin עלי בן חוסיין Ali ibn Sabr ad-Din עלי אבן סאבר א-דין Ali ibn al-Athir אבן אל-אתיר Ali of Hejaz עלי בן חוסיין מחיג'אז Ali-Reza Asgari עלי-רזא עסגרי Ali: Fear Eats the Soul פחד אוכל את הנשמה Alia עאליה Alia al-Hussein מלכת ירדן עאליה Aliaa Magda Elmahdy עליא מגדה אל-מהדי Aliados אליאדוס Aliano אליאנו Alianza Lima אליאנסה לימה Alianza Lima footballers קטגוריה:כדורגלני אליאנסה לימה Alias זהות בדויה Aliağa Petkim אליאגה פטקים Alibaba Group קבוצת עליבאבא Alibaba Group קטגוריה:קבוצת עליבאבא Alibi אליבי Alicante אליקנטה Alice אליס Alice תבנית:לואיס קרול Alice Braga אליס בראגה Alice Coachman אליס קוצ'מן Alice Cooper אליס קופר Alice Doesn't Live Here Anymore אליס לא גרה כאן יותר Alice Eve אליס איב Alice Guy-Blaché אליס גי בלאשה Alice Herz-Sommer עליזה הרץ-זומר Alice Kober אליס קובר Alice Liddell אליס לידל Alice Munro אליס מונרו Alice Orlowski אליס אורלובסקי Alice Paul אליס פול Alice Rivlin אליס ריבלין Alice Roosevelt Longworth אליס רוזוולט Alice Salomon אליס סלומון Alice Schlesinger אליס שלזינגר Alice Shalvi אליס שלוי Alice Springs אליס ספרינגס Alice Through the Looking Glass אליס מבעד למראה Alice Walker אליס ווקר Alice Waters אליס ווטרס Alice and Bob אליס ובוב Alice in Chains Alice in Chains Alice in Chains אליס אין צ'יינס Alice in Chains קטגוריה:אליס אין צ'יינס Alice in Chains Jar of Flies.jpg קובץ:AIC4.jpg Alice in Chains albums קטגוריה:אלבומי אליס אין צ'יינס Alice in Wonderland אליס בארץ הפלאות Alice in Wonderland עליסה בארץ הפלאות Alice in Wonderland קטגוריה:הרפתקאות אליס בארץ הפלאות Alice in Wonderland syndrome תסמונת אליס בארץ הפלאות Alice in the Cities אליס בערים Alice of Champagne אליס משמפאן Alice's Adventures in Wonderland הרפתקאות אליס בארץ הפלאות Alice's Wonderland ארץ הפלאות של אליס Alice: Madness Returns Alice: Madness Returns Alicia Fox אלישה פוקס Alicia Keys אלישה קיז Alicia Kozameh אליסיה קוסמה Alicia Machado אליסיה מצ'אדו Alicia Silverstone אלישה סילברסטון Alicia Vikander אלישיה ויקנדר Alicia Witt אלישה ויט Alicyclic compound תרכובת אליציקלית Alida Bosshardt אלידה בוסהרט Alida Valli אלידה ואלי Alien הנוסע השמיני Alien קטגוריה:הנוסע השמיני Alien תבנית:הנוסע השמיני Alien 3 הנוסע השמיני 3 Alien Autopsy Alien Autopsy Alien Swarm Alien Swarm Alien abduction חטיפה בידי חוצנים Alien and Sedition Acts חוקי הזרים וההסתה Alien autopsy נתיחת גופת חוצן Alien hand syndrome תסמונת הגף הזרה Alien invasions in films קטגוריה:סרטי פלישות חוצנים Alien vs. Predator קובץ:AVP Xenomorph.jpg Alien: Resurrection הנוסע השמיני 4: התחייה Aliens שובו של הנוסע השמיני Aliens Act 1905 חוק הזרים Alifa Rifaat אליפה רפעת Alifeareats.jpg קובץ:Alifeareats123.jpg Aligaz of Yejju צ'יף יג'ו עליגז Alignment המערך Alignment קטגוריה:חברי כנסת מטעם המערך עבודה-מפ"ם Aligudarz אליגודרז Alija Izetbegović אלייה איזטבגוביץ' Alik Gershon אליק גרשון Alimia אלימיה Alina Gorghiu אלינה גורגיו Alina Kabaeva אלינה קבייבה Alina Levshin אלינה לבשין Alina Orlova אלינה אורלובה Alina Pușcău אלינה פושקאו Aline Lahoud אלין לחוד Alinghi קבוצת אלינגהי Alioune Diop אליון דיופ Alipay Alipay Aliphatic compound אליפטיות Aliquot sequence סדרת מחלקים Alireza Haghighi אלירזא חקיקי Alisa Freindlich אליסה פריינדליך Alisa Kleybanova אליסה קלייבאנובה Alisa Weilerstein אליסה ויילרשטיין Alisanos אליסאנוס Alisher Usmanov אלישר אוסמנוב Alismatales כף צפרדע Alismatales קטגוריה:כף צפרדע Alison Brie אליסון ברי Alison Elliott אליסון אליוט Alison Hargreaves אליסון הרגריבס Alison Kelly אליסון קלי Alison Krauss אליסון קראוס Alison Lundergan Grimes אליסון לונדגרן גריימס Alison Moyet אליסון מויה Alison Steadman אליסון סטדמן Alison and Peter Smithson אליסון ופיטר סמיתסון Alistair Brownlee אליסטר בראונלי Alistair Cameron Crombie אליסטר קמרון קרומבי Alistair Cockburn אליסטר קוברן Alistair MacLean אליסטר מקלין AlistairMacLean.JPG קובץ:AlistairMacLean.jpg Alitalia אליטליה Alite אליט Alive לחיות Aliya bint Ali מלכת עיראק עאליה בינת עלי Aliyah עלייה Aliyah עלייה לארץ ישראל Aliyah עלייה לתורה Aliyah קטגוריה:עלייה Aliyah תבנית:עליות Aliyah Bet ההעפלה Aliyah Bet קטגוריה:ההעפלה Aliyah Bet activists קטגוריה:פעילי ההעפלה Aliyah and Yishuv during World War I היישוב היהודי בארץ ישראל בימי מלחמת העולם הראשונה Aliyah from Ethiopia עליית ביתא ישראל Aliyah from Latin America in the 2000s עלייה מאמריקה הלטינית בשנות האלפיים Aliyah in ancient times קטגוריה:עליות קדומות לארץ ישראל Aliyah operations קטגוריה:מבצעי עלייה Aliza Bin-Noun עליזה בן-נון Aliza Gur עליזה גור Aliza Lavie עליזה לביא Aliza Olmert עליזה אולמרט Alizé Cornet אליזה קורנה Alizée אליזה Alizée Poulicek אליזה פוליצ'ק Alkalai אלקלעי Alkali אלקלי Alkali metal מתכת אלקלית Alkali metals קטגוריה:מתכות אלקליות Alkaline earth metal מתכת אלקלית עפרורית Alkaline earth metals קטגוריה:מתכות אלקליות עפרוריות Alkalinity אלקליניות Alkaloid אלקלואיד Alkaloids קטגוריה:אלקלואידים Alkane אלקאן Alkanes קטגוריה:אלקאנים Alkanna tinctoria אלקנת הצבעים Alkene אלקן Alkenes קטגוריה:אלקנים Alki Larnaca F.C. אלקי לרנקה Alki Larnaca FC players קטגוריה:כדורגלני אלקי לרנקה Alkmaar אלקמאר Alkyl אלקיל Alkyl nitrates קטגוריה:חנקות אלקליות Alkylation אלקילציה Alkyne אלקין All About Eve הכל אודות חוה All About My Mother הכל אודות אמא All About That Bass All About That Bass All Alone All Alone All Boys אול בויס All Dogs Go to Heaven גן עדן לכלבים All England Lawn Tennis and Croquet Club אצטדיוני הטניס בווימבלדון All Eyez on Me All Eyez on Me All Falls Down All Falls Down All Good Things... All Good Things... All Grown Up! ראגרטס כבר גדולים All Hail King Julien ג'וליאן המלך All Hallows-by-the-Tower כנסיית כל הקדושים שליד המצודה All Hallows-on-the-Wall כנסיית כל הקדושים שעל החומה All Hell Breaks Loose All Hell Breaks Loose All Hope Is Gone All Hope Is Gone All I Ever Wanted All I Ever Wanted All I Have All I Have All Is Lost הכל אבוד All Is One All Is One All My Children כל ילדיי All My Loving All My Loving All My Sons כולם היו בניי All Nippon Airways אול ניפון איירווייז All Purpose Cultural Cat Girl Nuku Nuku נוקו נוקו All Quiet on the Western Front במערב אין כל חדש All Religions are One כל הדתות הן אחת All Saints אול סיינטס All Saints' Day יום כל הקדושים All Souls' Day יום כל הנשמות All That I Am All That I Am All Too Human Human אנושי מדי אנושי All Wikipedia bots קטגוריה:משתמשים בעלי דגל בוט All Wrong All Wrong All You Need Is Love All You Need Is Love All You Sons O Arise המנון פפואה גינאה החדשה All for Peace כל השלום All horses are the same color פרדוקס הסוסים All in the Family הכל נשאר במשפחה All of Me All of Me All of the Lights All of the Lights All the King's Men כל אנשי המלך All the President's Men כל אנשי הנשיא All the Right Reasons All the Right Reasons All the Rivers Run כל הנחלים זורמים לים All your base are belong to us All your base are belong to us All's Well That Ends Well סוף טוב הכול טוב All-Ethiopia Socialist Movement התנועה הסוציאליסטית הכלל-אתיופית All-Euroleague Team חמישיית העונה ביורוליג All-India Muslim League הליגה המוסלמית All-NBA Team חמישיית העונה ב-NBA All-Palestine Government ממשלת כל פלסטין All-Russia People's Front החזית העממית הכול-רוסית All-inclusive resort הכול כלול All-pay auction מכרז הכל משלמים All-star אולסטאר All-star recordings קטגוריה:שירים מרובי אמנים All-terrain vehicle טרקטורון All-time Olympic Games medal table מדליות במשחקים האולימפיים AllMovie AllMovie AllMusic Allmusic AllMusic תבנית:Allmusic AllTheRightReasons.jpg תמונה:Nickelback All the Right Reasons.jpg Alla Amidas קיסר אקסום אלה אמידאס Alla Kushnir אלה קושניר-שטיין Alla Pugacheva אלה פוגצ'ובה Alla Tarasova אלה טרסובה Allah אללה Allah Islam אללה אסלאם Allah Peliharakan Sultan המנון ברוניי Allahabad אללהאבאד Allahabad קטגוריה:אללהאבאד Allahu Akbar אללה הגדול מכולם Allan Bloom אלן בלום Allan Clarke אלן קלארק Allan Hills 84001 ALH 84001 Allan Houston אלן יוסטון Allan Kardec אלאן קרדק Allan McNish אלן מקניש Allan Octavian Hume אלן אוקטביאן יום Allan Pinkerton אלן פינקרטון Allan Ramsay אלן רמזי Allan Simonsen אלן סימונסן Allan Warren אלן וורן Allan Wells אלן ולס Allan Williams אלן ויליאמס Allanite אלניט Allard Pierson Museum מוזיאון אלארד פירסון AlleborgoBot משתמש:AlleborgoBot Alleged Saudi role in September 11 attacks מעורבות ערב הסעודית בפיגועי 11 בספטמבר Allegory אלגוריה Allegory of the Cave משל המערה של אפלטון Allegro אלגרו Allegro ספריית אלגרו Allele אלל Allelopathy אללופתיה Allemande אלמנד Allemande sauce רוטב אלמאנד Allen אלן Allen Carr אלן קאר Allen Carr.jpeg קובץ:Allen carr.jpg Allen Dulles אלן דאלס Allen Ginsberg אלן גינסברג Allen Iverson אלן אייברסון Allen Johnson אלן ג'ונסון Allen Klein אלן קליין Allen Leech אלן ליץ' Allen Mandelbaum אלן מנדלבאום Allen Stack אלן סטאק Allen West אלן וסט Allen's rule כלל אלן Allen's swamp monkey מנגבי הביצות Allen's test מבחן אלן Allenby אלנבי Allenby Bridge גשר אלנבי Allenby Square כיכר אלנבי Allenby Street רחוב אלנבי Allenby Street bus bombing הפיגוע ברחוב אלנבי Allergen אלרגן Allergic rhinitis נזלת אלרגית Allergy אלרגיה Alley סמטה Alley Cat חתול רחוב Allforrous משתמש:Allforrous Allgemeine Deutsche Biographie הביוגרפיה הגרמנית הכללית Allgemeine Zeitung des Judentums Allgemeine Zeitung des Judentums Alliance אליאנס Alliance '90/The Greens מפלגת הירוקים Alliance Israélite Universelle כל ישראל חברים Alliance Royale אליאנס רויאל Alliance Tire Company אליאנס Alliance for the Future of Austria הברית למען עתיד אוסטריה Alliance of Liberals and Democrats for Europe Group הברית של ליברלים ודמוקרטים באירופה Alliance of Small Island States ברית מדינות האיים הקטנות Allianz אליאנץ Allianz Arena אליאנץ ארנה Allianz Riviera אליאנץ ריביירה Allicin אליצין Allied health professions מקצוע פרא-רפואי Allied health professions קטגוריה:מקצועות פרא-רפואיים Allied intervention in the Russian Civil War התערבות מדינות ההסכמה במלחמת האזרחים הרוסית Allied invasion of Italy פלישת בעלות הברית לאיטליה Allied invasion of Sicily פלישת בעלות הברית לסיציליה Allied occupation of Germany קטגוריה:שלטון הכיבוש של בעלות הברית בגרמניה Allied-occupied Austria אזורי הכיבוש באוסטריה Allied-occupied Germany אזורי הכיבוש בגרמניה Allier אלייה Allier Moulins מולן Allies of World War I מדינות ההסכמה Allies of World War II בעלות הברית Alligator אליגטור Alligator snapping turtle צב האליגטור Alligatoridae אליגטוריים Alligatoridae קטגוריה:אליגטוריים Alligatoroidea דמויי אליגטור Allioideae קטגוריה:שומיים Allison Iraheta אליסון אירהטה Allison Janney אליסון ג'ני Allison Mack אליסון מאק Allison Schmitt אליסון שמיט Allisonh12 תבנית:User java-1 Alliteration אליטרציה Allium שום Allium ampeloprasum שום גבוה Allium neapolitanum שום משולש Allkpop Allkpop Allmitr סעיף 175 Alloallotitle.jpg תמונה:Alloallotitle.jpg Allobroges אלוברוגים Allon אלון Allon Plan תוכנית אלון Allon Road כביש אלון Allophone אלופון Allosaurus אלוזאורוס Allosome כרומוזומי מין Allosteric regulation אלוסטריה Allot Communications אלוט תקשורת Allotransplantation אלוגרפט Allotropy אלוטרופיה Allowance דמי כיס Alloy סגסוגת Alloys קטגוריה:סגסוגות Allport אלפורט Allport's Scale סולם אולפורט Allschwil אלשוויל Allspice פלפל אנגלי Allsvenskan ליגת העל השוודית Allusion הרמז Alluvial fan מניפת סחף Alluvium סחף Allvar Gullstrand אלבר גולסטרנד Ally Condie אלי קונדי Ally McBeal אלי מקביל Ally McCoist אלי מקויסט Allyson Felix אליסון פליקס Allyson Schwartz אליסון שוורץ Alma עלמה Alma Deutscher עלמה דויטשר Alma Gluck אלמה גלוק Alma Guillermoprieto אלמה גיירמופרייטו Alma Llanera ארץ שמש ומים Alma Mahler אלמה מאהלר Alma Pirata אלמה פיראטה Alma Reville עלמה רוויל Alma Richards אלמה ריצ'רדס Alma Rosé אלמה רוזה Alma Zack עלמה זק Alma Zohar עלמה זהר Alma mater אלמה מאטר Almabot משתמש:Almabot Almagest אלמגסט Almagor אלמגור Almana Shchora אלמנה שחורה Almanac אלמנך Almanacs קטגוריה:ספרי שנה Almandine אלמנדין Almaty אלמטי Almaty קטגוריה:אלמטי Almaty Central Stadium האצטדיון המרכזי Almazán אלמסאן Almdudler אלמדודלר Almere אלמיירה Almería אלמריה Almodad אלמודד Almog אלמוג Almog Cohen אלמוג כהן Almohad Caliphate אל-מוואחידון Almon Brown Strowger אלמון סטראוג'ר Almon Diblathaim עלמן דבלתימה Almond אלמונד Almond שקד מצוי Almond milk חלב שקדים Almoravid dynasty מוראביטון Almost Famous כמעט מפורסמים Almost Like a Whale כמעט כמו לווייתן Almost all כמעט כל Almost perfect number מספר כמעט משוכלל Alms צדקה Almudena Cathedral קתדרלת אלמודנה Almış אלמיש Alnilam אלנילם Alnitak אלניטק Alno משתמש:Alno AlnoktaBOT משתמש:AlnoktaBOT Alnus incana אלנוס לבן Alnwick Castle טירת אניק Alocasia אלוקסיה Aloe אלווי Aloe Blacc אלו בלאק Aloe vera אלוורה Alogia אלוגיה Aloha ALOHA Aloha אלוהה Aloha Airlines Flight 243 טיסה 243 של אלוהא איירליינס Alois Alzheimer אלויס אלצהיימר Alois Brunner אלויס ברונר Alois Hess לאיוש הס Alois Hudal אלויס הודאל Alois Hába אלואיס הבה Alois Musil אלואיס מוסיל Alojzy Ehrlich אלויזי ארליך Alon אלון Alon Abutbul אלון אבוטבול Alon Ben David אלון בן דוד Alon Brumer אלון ברומר Alon Day אלון דאי Alon De Loco אלון דה לוקו Alon Greenfeld אלון גרינפלד Alon HaGalil אלון הגליל Alon Halfon אלון חלפון Alon Harazi אלון חרזי Alon Harel אלון הראל Alon Hazan אלון חזן Alon Hilu אלון חילו Alon Mandel אלון מנדל Alon Mizrahi אלון מזרחי Alon Pinkas אלון פנקס Alon Shvut אלון שבות Alon Stein אלון שטיין Alon Tal אלון טל Alon Turgeman אלון תורג'מן Alon Yefet אלון יפת Alona Frankel אלונה פרנקל Alona Kimhi אלונה קמחי Alona Koshevatskiy אלונה קושבצקי Alona Regional Council מועצה אזורית אלונה Alona Regional Council קטגוריה:מועצה אזורית אלונה Alona Regional Council תבנית:מועצה אזורית אלונה Alona Tal אלונה טל Alonei Abba אלוני אבא Alonei HaBashan אלוני הבשן Alonei Yitzhak אלוני יצחק Along Came Polly ואז הגיעה פולי Along the River During the Qingming Festival לאורך הנהר בשעת פסטיבל צ'ינגמינג Aloni אלוני Alonim אלונים Alonnisos אלוניסוס Alonso אלונסו Alonso Edward אלונסו אדוורד Alonso de Arellano אלונסו דה ארייאנו Alonzo Babers אלונזו בייברס Alonzo Church אלונזו צ'רץ' Alonzo Mourning אלונזו מורנינג Alopecia areata אלופציה אראטה Alotau אלוטאו Alou Diarra אלו דיארה Aloys and Alfons Kontarsky האחים קונטרסקי Aloysia לואיזה Aloysia citrodora לואיזה לימונית Aloysius Bertrand אלואיזיוס ברטראן Aloísio Pires Alves אלויסיו Alp Arslan אלפ ארסלאן AlpTransit אלפטרנזיט Alpaca אלפקה Alpamayo אלפמאיו Alparslan Türkeş אלפארסלן טירקש Alpay Özalan אלפאי אוזלאן Alpe d'Huez אלפ ד'ואז Alpen-Adria-Universität Klagenfurt אוניברסיטת קלגנפורט Alper אלפר Alpert אלפרט Alpes-Maritimes האלפים הימיים Alpes-de-Haute-Provence האלפים של פרובאנס עילית Alpha אלפא Alpha 1-antitrypsin deficiency חוסר באלפא 1 אנטיטריפסין Alpha Aquarii אלפא בדלי Alpha Blondy אלפא בלונדי Alpha Cancri אלפא בסרטן Alpha Centauri אלפא קנטאורי Alpha Condé אלפה קונדה Alpha Crucis אקרוקס Alpha Dog אלפא דוג Alpha Epsilon Pi אלפא אפסילון פאי Alpha Group אלפא Alpha Gruis אל-נאיר Alpha Magnetic Spectrometer גלאי AMS02 Alpha Pavonis פיקוק Alpha Persei מירפק Alpha Phi Alpha אלפא פי אלפא Alpha Trianguli Australis אטרייה Alpha Ursae Majoris דובהה Alpha and Omega אלפא ואומגה Alpha blocker חוסמי אלפא Alpha cell תאי אלפא Alpha decay קרינת אלפא Alpha helix סליל אלפא Alpha-1 antitrypsin אלפא-1 אנטיטריפסין Alpha-1 blocker חוסמי אלפא Alpha-Amanitin אלפא אמניטין Alpha-Linolenic acid חומצה אלפא-לינולנית Alpha-fetoprotein חלבון עוברי Alphabeat אלפאביט Alphabet אלפבית Alphabet Inc. אלפאבית Alphabet murders רציחות האלף בית Alphabet of Sirach אלפא ביתא דבן סירא Alphabetical order סדר אלפביתי Alphabets קטגוריה:סוגי אלפבית Alphard אלפארד Alphaville אלפאוויל Alphawiki987/sandbox נורמן פוסטר Alpha–beta pruning גיזום אלפא-ביתא Alphonse Allais אלפונס אלה Alphonse Bertillon אלפונס ברטיון Alphonse Daudet אלפונס דודה Alphonse Goetz אלפונס גץ Alphonse Halimi אלפונס חלימי Alphonse Joseph Georges ז'וזף ז'ורז' Alphonse Juin אלפונס ז'ואן Alphonse Mucha אלפונס מוכה Alphonse Pinart אלפונס פינאר Alphonse Pénaud אלפונס פנו Alphonse de Lamartine אלפונס דה למרטין Alphonse de Polignac אלפונס דה פוליניאק Alphonso Ford אלפונסו פורד Alphonso Ford Trophy פרס אלפונסו פורד Alphorn קרן האלפים Alpin אלפין Alpine chough זג צהוב-מקור Alpine clubs קטגוריה:מועדוני מטפסים Alpine ibex יעל האלפים Alpine marmot מרמיטה אלפינית Alpine musk deer מושק אלפיני Alpine orogeny הקימוט האלפיני Alpine salamander סלמנדרה שחורה Alpine skiing סקי אלפיני Alpinist Unit יחידת האלפיניסטים Alplistock אלפלישטוק Alpnach אלפנך Alport syndrome תסמונת אלפורט Alprazolam אלפראזולאם Alps אלפים Alps הרי האלפים Alps קטגוריה:הרי האלפים Alpín I of the Picts מלך הפיקטים אלפין הראשון Alpín II of the Picts מלך הפיקטים אלפין השני Alroey Cohen אלרואי כהן Alrov Group אלרוב נדל"ן ומלונאות Alroy אלרואי Alsace אלזס Alsace קטגוריה:אלזס Alsace-Lorraine אלזס-לורן Alsatian Jews קטגוריה:יהדות אלזס Alsatian dialect אלזאסית Alsodidae אלסודיים Alstom אלסטום Alstom Citadis אלסטום סיטאדיס Alsėdžiai אלסיאד Alt key מקש Alt Alt-J אלט ג'יי Alta Vista אלטה ויסטה AltaVista AltaVista Altai אלטאי Altai Krai אלטאי Altai Mountains הרי אלטאי Altai Republic אלטאי Altaic languages קטגוריה:שפות אלטאיות Altaic languages שפות אלטאיות Altair אלטאיר Altalena Affair אלטלנה Altamont Free Concert פסטיבל אלטמונט Altar מזבח Altar de la Patria מזבח המולדת Altare della Patria אנדרטת ויטוריו אמנואלה השני Alte Nationalgalerie הגלריה הלאומית הישנה Alte Pinakothek פינקוטק הישן Altels אלטלס Altenburg אלטנבורג Altenkunstadt אלטנקונשטאדט Alter אלתר Alter Bridge אלטר ברידג' Alter Kacyzne אלתר קציזנה Alter Tepliker אלתר טפליקר Alter ego אלטר אגו Altera אלטרה Alterman אלתרמן Alternate history היסטוריה חלופית Alternate history קטגוריה:היסטוריה חלופית Alternate history films קטגוריה:סרטי היסטוריה חלופית Alternate picking פריטה לסירוגין Alternate reality game משחק מציאות חלופית Alternating current זרם חילופין Alternating group חבורת התמורות הזוגיות Alternation of generations חילוף דורות Alternative 4 אלטרנטיב 4 Alternative Information Center המרכז לאינפורמציה אלטרנטיבית Alternative Kosher כשרות אלטרנטיבית Alternative algebra אלגברה אלטרנטיבית Alternative dispute resolution שיטות אלטרנטיביות ליישוב סכסוכים Alternative dispute resolution תבנית:שיטות אלטרנטיביות ליישוב סכסוכים Alternative education קטגוריה:חינוך אלטרנטיבי Alternative energy אנרגיה חלופית Alternative for Germany אלטרנטיבה לגרמניה Alternative medicine קטגוריה:רפואה אלטרנטיבית Alternative medicine רפואה אלטרנטיבית Alternative metal מטאל אלטרנטיבי Alternative metal musical groups קטגוריה:להקות מטאל אלטרנטיבי Alternative rock קטגוריה:רוק אלטרנטיבי Alternative rock רוק אלטרנטיבי Alternative rock groups קטגוריה:להקות רוק אלטרנטיבי Alternative rock musicians קטגוריה:מוזיקאי רוק אלטרנטיבי Alternative rock songs קטגוריה:שירי רוק אלטרנטיבי Alternative splicing שחבור חליפי Alternatives to animal testing חלופות לניסויים בבעלי חיים Altes Museum המוזיאון הישן Althea & Donna אלתיאה ודונה Althing אלת'ינגי Altimeter מד גובה Altin Lala אלטין ללה Altino Arantes Building בניין אלטינו ארנטס Altinum אלטינום Altiplano אלטיפלאנו Altitude גובה Altitude sickness מחלת גבהים Altman Z-score מדד אלטמן Altmann אלטמן Altmark Incident תקרית אלטמרק Altmünster אלטמינסטר Alto de l'Angliru אנגלירו Alton Ellis אלטון אליס Altruism זולתנות Altschuler אלטשולר Alu element Alu Aluf אלוף Aluf Benn אלוף בן Alulim אלולים Alum אלום Aluma אלומה Alumim עלומים Aluminium אלומיניום Aluminium alloy סגסוגת אלומיניום Aluminium foil רדיד אלומיניום Aluminium iodide אלומיניום יודי Aluminium oxide אלומינה Alumni by educational institution קטגוריה:בוגרי מוסדות לימוד Alumni by music school קטגוריה:בוגרי בתי ספר למוזיקה Alumni by secondary school קטגוריה:בוגרי בתי ספר תיכוניים Alumni by university or college קטגוריה:בוגרי אוניברסיטאות Alumni by university or college in France קטגוריה:בוגרי אוניברסיטאות ומכללות בצרפת Alumni by university or college in Israel קטגוריה:בוגרי בתי ספר בישראל Alumni by university or college in the United Kingdom קטגוריה:בוגרי אוניברסיטאות ומכללות בממלכה המאוחדת Alumni by university or college in the United States קטגוריה:בוגרי אוניברסיטאות ומכללות בארצות הברית Alumni of the University of Bristol קטגוריה:בוגרי אוניברסיטת בריסטול Alumni of the University of Cambridge קטגוריה:בוגרי אוניברסיטת קיימברידג' Alumni of the University of Oxford קטגוריה:בוגרי אוניברסיטת אוקספורד Alumniportal Deutschland פורטל הבוגרים של גרמניה Alumot אלומות Alun Armstrong אלן ארמסטרונג Alush אלוש Alva Adams אלווה בלנשארד אדמס Alva Lumpkin אלווה למפקין Alva Myrdal אלווה מירדאל Alvah Meyer אלווה מאייר Alvar Aalto אלוור אלטו Alvarion אלווריון Alveolar consonant עיצורים מכתשיים Alveolar ejective affricate מסודק מחוכך שורק עיצור מכתשי Alveolar ejective fricative מסודק חוכך שורק עיצור מכתשי Alveolar lateral ejective affricate מסודק מחוכך צדי עיצור מכתשי Alveolar lateral ejective fricative מסודק חוכך צדי עיצור מכתשי Alveolar osteitis מכתשית יבשה Alveolar ridge מכתש Alveolo-palatal consonant עיצורים מכתשיים-חכיים Alves אלבס Alvin Ailey אלווין איילי Alvin Kraenzlein אלווין קריינזלין Alvin Lee אלווין לי Alvin Radkowsky אלווין רדקובסקי Alvin Robertson אלווין רוברטסון Alvin Roth אלווין רות Alvin Toffler אלווין טופלר Alvin Ward Gouldner אלווין גולדנר Alvin York אלווין יורק Alvin and the Chipmunks אלווין והצ'יפמאנקס Alvin and the Chipmunks הצ'יפמאנקס Alvin and the Chipmunks: Chipwrecked אלווין והצ'יפמאנקס 3 Alvin and the Chipmunks: The Road Chip אלווין והצ'יפמאנקס 4 Alvin and the Chipmunks: The Squeakquel אלווין והצ'יפמאנקס 2 Alvise Contarini אלוויזה קונטאריני Alvise Giovanni Mocenigo אלוויזה ג'ובאני מוצ'ניגו Alvise I Mocenigo אלוויזה מוצ'ניגו הראשון Aly Michalka אליסון מישלקה Aly Raisman אלי רייזמן Alyaksandr Taykow אלכסנדר טייקוב Alyattes of Lydia אליאטס Alyson Hannigan אליסון הניגן Alyson Noël אליסון נואל Alyson Richman אליסון ריצ'מן Alyssa Milano אליסה מילאנו Alyssum אליסון Alytidae עגולשוניים Alytus אליטא Alytus Arena אליטאוס ארנה Alytus County מחוז אליטא Alytus County קטגוריה:מחוז אליטא Alytus District Municipality אליטא Alzheimer's disease מחלת אלצהיימר Alzira אלזירה Alūksne אלוקסנה Alūksne District אלוקסנה Am Oved עם עובד Am Shalem עם שלם Am ha'aretz עם הארץ Ama אמה Ama Dablam אמא דבלאם Amacrine cell תא אמקרין Amadeo Carrizo אמדאו קאריסו Amadeo I of Spain מלך ספרד אמדאו הראשון Amadeus אמדאוס Amadeus Cho אמדאוס צ'ו Amadeus Quartet רביעיית אמדאוס Amado Boudou אמאדו בודו Amadou Toumani Touré אמדו טומני טורה Amagat's law מודל אמגט Amal Movement אמל Amal Murkus אמל מורקוס Amal Nasser el-Din אמל נסראלדין Amalek עמלק Amalfi אמאלפי Amalfi Coast החוף האמאלפיטאני Amalgam אמלגם Amalia Kahana-Carmon עמליה כהנא-כרמון Amalric אמלריך Amalric of Jerusalem מלך ירושלים אמלריך הראשון Amalthea אמלתאה Aman הממלכה הברוכה אמן Aman Andom אמן אנדום Amana אמנה Amana Corporation אמנה Amancio Amaro אמנסיו אמארו Amancio Ortega אמאנסיו אורטגה Amanda Abbington אמנדה אבינגטון Amanda Beard אמנדה בירד Amanda Bearse אמנדה בירס Amanda Burton אמנדה ברטון Amanda Bynes אמנדה ביינס Amanda Coetzer אמנדה קוצר Amanda Donohoe אמנדה דונוהו Amanda Forsyth אמנדה פורסייט Amanda Hesser אמנדה הסר Amanda Hocking אמנדה הוקינג Amanda Jenssen אמנדה ינסן Amanda Palmer אמנדה פאלמר Amanda Peet אמנדה פיט Amanda Redman אמנדה רדמן Amanda Righetti אמנדה ריגטי Amanda Root אמנדה רוט Amanda Röntgen-Maier אמנדה רנטגן-מאייר Amanda Seyfried אמנדה סייפריד Amanda Tapping אמנדה טאפינג Amandine Henry אמנדין הנרי Amandus אמנדוס הקדוש Amanita muscaria אמניטה מוסכריה Amanita ovoidea אמנית ביצתית Amanita phalloides אמנית המוות Amanohashidate אמאנוהשידאטה Amantle Montsho אמנטל מונטשו Amapá אמאפה Amapá קטגוריה:אמאפה Amapá Santana סנטנה Amar עמר Amar Akbar Anthony אמאר אקבאר אנתוני Amar Sonar Bangla המנון בנגלדש Amar'e Stoudemire אמארה סטודמאייר Amar-Sin אמר-סין Amaranth ירבוז Amaranthaceae ירבוזיים Amaranthaceae קטגוריה:סלקיים Amarcord זיכרונות Amaretto אמרטו Amariah אמריהו כהן הראש Amarna אל-עמארנה Amarna Period קטגוריה:אל-עמארנה Amarna letters מכתבי אל-עמארנה Amarna letters locations קטגוריה:מקומות במכתבי אל-עמארנה Amarna letters writers קטגוריה:סופרי מכתבי אל-עמארנה Amartya Sen אמרטיה סן Amarula אמרולה Amaryllidaceae נרקיסיים Amaryllidaceae קטגוריה:נרקיסיים Amaryllis אמריליס יפהפה Amasa עמשא בן יתר Amasai עמשי Amasai Levin עמשי לוין Amaseffer עם הספר Amasis אמאסיס Amasis Painter אמאסיס Amasya אמסיה Amasya Circular חוזר אמסיה Amata mestralii ברודן בוהק Amaterasu אמטראסו Amateur Athletic Union איגוד האתלטים החובבים Amateur astronomy אסטרונומיית חובבים Amateur radio חובבות רדיו Amateur radio קטגוריה:חובבות רדיו Amateur radio licensing in the United States רישיון חובב רדיו Amateur radio operator מפעיל תחנת חובבים Amateur sport קטגוריה:ספורט חובבים Amateur wrestling היאבקות Amati משפחת אמאטי Amatius פסאודו-מריוס Amato Lusitano אמטוס לוזיטנוס Amatuni אמאטוני Amaurobius ferox Amaurobius ferox Amaury Nolasco אמורי נולסקו Amaziah of Judah אמציה Amazing Amazing Amazing Grace Amazing Grace Amazing Grace חסד מופלא Amazing Stories סיפורים מופלאים Amazon Kindle אמזון קינדל Amazon River אמזונאס Amazon Theatre תיאטרון האמזונאס Amazon Web Services Amazon Web Services Amazon basin אמזוניה Amazon kingfisher שלדג האמזונאס Amazon parrot אמזונה Amazon rainforest יער האמזונאס Amazon river dolphin דולפין האמזונאס Amazon weasel סמור האמזונאס Amazon.com אמזון Amazon.com קטגוריה:אמזון Amazonas אמזונאס Amazonas אמסונאס Amazonas קטגוריה:מדינת אמזונאס Amazonas Humaitá אומאיטה Amazonas Leticia לטיסיה Amazonian Guard משמר האמזונות Amazonian manatee תחש נהרות אמאזוני Amazonian umbrellabird מטריינית אמזונית Amazonite אמאזוניט Amazons אמזונה Amba אמב Amba עמבה Amba Alagi אמבה אלגי Amba Mariam אמבה מריאם Ambassador שגריר Ambassador Morgenthau's Story סיפורו של השגריר מורגנטאו Ambassadors קטגוריה:שגרירים Ambassadors by country of origin קטגוריה:שגרירים לפי ארץ מוצא Ambassadors by mission country קטגוריה:שגרירים לפי ארץ מינוי Ambassadors of Australia קטגוריה:שגרירי אוסטרליה Ambassadors of Azerbaijan קטגוריה:שגרירי אזרבייג'ן Ambassadors of Colombia קטגוריה:שגרירי קולומביה Ambassadors of Egypt קטגוריה:שגרירי מצרים Ambassadors of Egypt to Israel קטגוריה:שגרירי מצרים בישראל Ambassadors of Finland קטגוריה:שגרירי פינלנד Ambassadors of France קטגוריה:שגרירי צרפת Ambassadors of France to Israel קטגוריה:שגרירי צרפת בישראל Ambassadors of Georgia קטגוריה:שגרירי גאורגיה Ambassadors of Germany קטגוריה:שגרירי גרמניה Ambassadors of Guatemala קטגוריה:שגרירי גואטמלה Ambassadors of Hungary קטגוריה:שגרירי הונגריה Ambassadors of Israel קטגוריה:שגרירי ישראל Ambassadors of Israel to Argentina קטגוריה:שגרירי ישראל בארגנטינה Ambassadors of Israel to Australia קטגוריה:שגרירי ישראל באוסטרליה Ambassadors of Israel to Austria קטגוריה:שגרירי ישראל באוסטריה Ambassadors of Israel to Azerbaijan קטגוריה:שגרירי ישראל באזרבייג'ן Ambassadors of Israel to Belarus קטגוריה:שגרירי ישראל בבלארוס Ambassadors of Israel to Brazil קטגוריה:שגרירי ישראל בברזיל Ambassadors of Israel to Bulgaria קטגוריה:שגרירי ישראל בבולגריה Ambassadors of Israel to Canada קטגוריה:שגרירי ישראל בקנדה Ambassadors of Israel to Chile קטגוריה:שגרירי ישראל בצ'ילה Ambassadors of Israel to China קטגוריה:שגרירי ישראל בסין Ambassadors of Israel to Denmark קטגוריה:שגרירי ישראל בדנמרק Ambassadors of Israel to Ecuador קטגוריה:שגרירי ישראל באקוודור Ambassadors of Israel to Egypt קטגוריה:שגרירי ישראל במצרים Ambassadors of Israel to El Salvador קטגוריה:שגרירי ישראל באל סלוודור Ambassadors of Israel to Finland קטגוריה:שגרירי ישראל בפינלנד Ambassadors of Israel to France קטגוריה:שגרירי ישראל בצרפת Ambassadors of Israel to Germany קטגוריה:שגרירי ישראל בגרמניה Ambassadors of Israel to Ghana קטגוריה:שגרירי ישראל בגאנה Ambassadors of Israel to Greece קטגוריה:שגרירי ישראל ביוון Ambassadors of Israel to India קטגוריה:שגרירי ישראל בהודו Ambassadors of Israel to Iran קטגוריה:שגרירי ישראל באיראן Ambassadors of Israel to Ireland קטגוריה:שגרירי ישראל באירלנד Ambassadors of Israel to Italy קטגוריה:שגרירי ישראל באיטליה Ambassadors of Israel to Japan קטגוריה:שגרירי ישראל ביפן Ambassadors of Israel to Liberia קטגוריה:שגרירי ישראל בליבריה Ambassadors of Israel to Mexico קטגוריה:שגרירי ישראל במקסיקו Ambassadors of Israel to New Zealand קטגוריה:שגרירי ישראל בניו זילנד Ambassadors of Israel to Norway קטגוריה:שגרירי ישראל בנורווגיה Ambassadors of Israel to Peru קטגוריה:שגרירי ישראל בפרו Ambassadors of Israel to Poland קטגוריה:שגרירי ישראל בפולין Ambassadors of Israel to Portugal קטגוריה:שגרירי ישראל בפורטוגל Ambassadors of Israel to Romania קטגוריה:שגרירי ישראל ברומניה Ambassadors of Israel to Russia קטגוריה:שגרירי ישראל ברוסיה Ambassadors of Israel to South Africa קטגוריה:שגרירי ישראל בדרום אפריקה Ambassadors of Israel to Spain קטגוריה:שגרירי ישראל בספרד Ambassadors of Israel to Sweden קטגוריה:שגרירי ישראל בשוודיה Ambassadors of Israel to Switzerland קטגוריה:שגרירי ישראל בשווייץ Ambassadors of Israel to Turkey קטגוריה:שגרירי ישראל בטורקיה Ambassadors of Israel to Uganda קטגוריה:שגרירי ישראל באוגנדה Ambassadors of Israel to Ukraine קטגוריה:שגרירי ישראל באוקראינה Ambassadors of Israel to Venezuela קטגוריה:שגרירי ישראל בוונצואלה Ambassadors of Israel to the European Union קטגוריה:שגרירי ישראל באיחוד האירופי Ambassadors of Israel to the Holy See קטגוריה:שגרירי ישראל בוותיקן Ambassadors of Israel to the Netherlands קטגוריה:שגרירי ישראל בהולנד Ambassadors of Israel to the Soviet Union קטגוריה:שגרירי ישראל בברית המועצות Ambassadors of Israel to the United Kingdom קטגוריה:שגרירי ישראל בבריטניה Ambassadors of Israel to the United States קטגוריה:שגרירי ישראל בארצות הברית Ambassadors of Japan קטגוריה:שגרירי יפן Ambassadors of Jordan קטגוריה:שגרירי ירדן Ambassadors of Lebanon קטגוריה:שגרירי לבנון Ambassadors of New Zealand קטגוריה:שגרירי ניו זילנד Ambassadors of Portugal קטגוריה:שגרירי פורטוגל Ambassadors of Romania קטגוריה:שגרירי רומניה Ambassadors of Russia קטגוריה:שגרירי רוסיה Ambassadors of Spain קטגוריה:שגרירי ספרד Ambassadors of Sweden קטגוריה:שגרירי שוודיה Ambassadors of Sweden to Iraq קטגוריה:שגרירי שוודיה בעיראק Ambassadors of Sweden to Israel קטגוריה:שגרירי שוודיה בישראל Ambassadors of Syria קטגוריה:שגרירי סוריה Ambassadors of the Soviet Union קטגוריה:שגרירי ברית המועצות Ambassadors of the Soviet Union to Israel קטגוריה:שגרירי ברית המועצות בישראל Ambassadors of the United Kingdom קטגוריה:שגרירי בריטניה Ambassadors of the United Kingdom to Israel קטגוריה:שגרירי בריטניה בישראל Ambassadors of the United States קטגוריה:שגרירי ארצות הברית Ambassadors of the United States to Egypt קטגוריה:שגרירי ארצות הברית במצרים Ambassadors of the United States to France קטגוריה:שגרירי ארצות הברית בצרפת Ambassadors of the United States to India קטגוריה:שגרירי ארצות הברית בהודו Ambassadors of the United States to Israel קטגוריה:שגרירי ארצות הברית בישראל Ambassadors of the United States to Russia קטגוריה:שגרירי ארצות הברית ברוסיה Ambassadors of the United States to the Soviet Union קטגוריה:שגרירי ארצות הברית בברית המועצות Ambassadors of the United States to the United Kingdom קטגוריה:שגרירי ארצות הברית בבריטניה Ambassadors to Afghanistan קטגוריה:שגרירים באפגניסטן Ambassadors to Albania קטגוריה:שגרירים באלבניה Ambassadors to Angola קטגוריה:שגרירים באנגולה Ambassadors to Argentina קטגוריה:שגרירים בארגנטינה Ambassadors to Austria קטגוריה:שגרירים באוסטריה Ambassadors to Belarus קטגוריה:שגרירים בבלארוס Ambassadors to Belgium קטגוריה:שגרירים בבלגיה Ambassadors to Belize קטגוריה:שגרירים בבליז Ambassadors to Bolivia קטגוריה:שגרירים בבוליביה Ambassadors to Bosnia and Herzegovina קטגוריה:שגרירים בבוסניה והרצגובינה Ambassadors to Brazil קטגוריה:שגרירים בברזיל Ambassadors to Bulgaria קטגוריה:שגרירים בבולגריה Ambassadors to Canada קטגוריה:שגרירים בקנדה Ambassadors to Chad קטגוריה:שגרירים בצ'אד Ambassadors to Chile קטגוריה:שגרירים בצ'ילה Ambassadors to China קטגוריה:שגרירים בסין Ambassadors to Colombia קטגוריה:שגרירים בקולומביה Ambassadors to Cyprus קטגוריה:שגרירים בקפריסין Ambassadors to Czechoslovakia קטגוריה:שגרירים בצ'כוסלובקיה Ambassadors to Denmark קטגוריה:שגרירים בדנמרק Ambassadors to Ecuador קטגוריה:שגרירים באקוודור Ambassadors to Egypt קטגוריה:שגרירים במצרים Ambassadors to El Salvador קטגוריה:שגרירים באל סלוודור Ambassadors to Estonia קטגוריה:שגרירים באסטוניה Ambassadors to Ethiopia קטגוריה:שגרירים באתיופיה Ambassadors to Finland קטגוריה:שגרירים בפינלנד Ambassadors to France קטגוריה:שגרירים בצרפת Ambassadors to Georgia קטגוריה:שגרירים בגאורגיה Ambassadors to Germany קטגוריה:שגרירים בגרמניה Ambassadors to Ghana קטגוריה:שגרירים בגאנה Ambassadors to Greece קטגוריה:שגרירים ביוון Ambassadors to Guatemala קטגוריה:שגרירים בגואטמלה Ambassadors to Honduras קטגוריה:שגרירים בהונדורס Ambassadors to Hungary קטגוריה:שגרירים בהונגריה Ambassadors to India קטגוריה:שגרירים בהודו Ambassadors to Iran קטגוריה:שגרירים באיראן Ambassadors to Iraq קטגוריה:שגרירים בעיראק Ambassadors to Ireland קטגוריה:שגרירים באירלנד Ambassadors to Israel קטגוריה:שגרירים בישראל Ambassadors to Italy קטגוריה:שגרירים באיטליה Ambassadors to Japan קטגוריה:שגרירים ביפן Ambassadors to Jordan קטגוריה:שגרירים בירדן Ambassadors to Kenya קטגוריה:שגרירים בקניה Ambassadors to Liberia קטגוריה:שגרירים בליבריה Ambassadors to Libya קטגוריה:שגרירים בלוב Ambassadors to Malta קטגוריה:שגרירים במלטה Ambassadors to Mauritania קטגוריה:שגרירים במאוריטניה Ambassadors to Mexico קטגוריה:שגרירים במקסיקו Ambassadors to New Zealand קטגוריה:שגרירים בניו זילנד Ambassadors to Norway קטגוריה:שגרירים בנורווגיה Ambassadors to Pakistan קטגוריה:שגרירים בפקיסטן Ambassadors to Paraguay קטגוריה:שגרירים בפרגוואי Ambassadors to Peru קטגוריה:שגרירים בפרו Ambassadors to Poland קטגוריה:שגרירים בפולין Ambassadors to Portugal קטגוריה:שגרירים בפורטוגל Ambassadors to Romania קטגוריה:שגרירים ברומניה Ambassadors to Russia קטגוריה:שגרירים ברוסיה Ambassadors to Saudi Arabia קטגוריה:שגרירים בערב הסעודית Ambassadors to Slovakia קטגוריה:שגרירים בסלובקיה Ambassadors to Slovenia קטגוריה:שגרירים בסלובניה Ambassadors to South Africa קטגוריה:שגרירים בדרום אפריקה Ambassadors to South Sudan קטגוריה:שגרירים בדרום סודאן Ambassadors to Spain קטגוריה:שגרירים בספרד Ambassadors to Switzerland קטגוריה:שגרירים בשווייץ Ambassadors to Tanzania קטגוריה:שגרירים בטנזניה Ambassadors to Thailand קטגוריה:שגרירים בתאילנד Ambassadors to Turkey קטגוריה:שגרירים בטורקיה Ambassadors to Uganda קטגוריה:שגרירים באוגנדה Ambassadors to Ukraine קטגוריה:שגרירים באוקראינה Ambassadors to Venezuela קטגוריה:שגרירים בוונצואלה Ambassadors to Yugoslavia קטגוריה:שגרירים ביוגוסלביה Ambassadors to the Czech Republic קטגוריה:שגרירים בצ'כיה Ambassadors to the European Union קטגוריה:שגרירים באיחוד האירופי Ambassadors to the Holy See קטגוריה:שגרירים בוותיקן Ambassadors to the Netherlands קטגוריה:שגרירים בהולנד Ambassadors to the Philippines קטגוריה:שגרירים בפיליפינים Ambassadors to the Soviet Union קטגוריה:שגרירים בברית המועצות Ambassadors to the United Arab Emirates קטגוריה:שגרירים באיחוד האמירויות הערביות Ambassadors to the United Kingdom קטגוריה:שגרירים בבריטניה Ambassadors to the United States קטגוריה:שגרירים בארצות הברית Ambassel אמבסל Amber ענבר Amber Benson אמבר בנסון Amber Heard אמבר הרד Amber Road דרך הענבר Amber Room חדר הענבר Amber Tamblyn אמבר טמבלין Amber Valletta אמבר ולטה Amber and Ashes כוהנת האופל Ambergris ענבר אפור Amberrr90/sandbox קנאה Ambidexterity אמבידקסטריות Ambient music אמביינט Ambigram אמביגרמה Ambiguity עמימות Ambiorix אמביוריקס Ambiorix's revolt קרב אטואטוקה Ambisagrus אמביסאגרוס Ambivalence דו-ערכיות Amblyopia עין עצלה Amblypygi עקרביש Ambohimanga אמבוהימאנגה Amboise conspiracy קנוניית אמבואז Ambon אמבון Ambon Island אמבון Ambracia אמפראקיה Ambrogio Contarini אמברוזיו קונטריני Ambroise Thomas אמברואז תומא Ambrolauri אמברולאורי Ambrolauri Municipality נפת אמברולאורי Ambrose אמברוזיוס Ambrose Bierce אמברוז בירס Ambrosia אמברוזיה Ambrosia אמברוסיה ונקטר Ambrosian chant מזמור אמברוזיאני Ambrotype אמברוטייפ Ambulance אמבולנס Ambulatory care טיפול אמבולטורי Ambulocetidae אמבולוצטיים Ambulocetus אמבולוצטוס Ambush אמבוש Ambush מארב Ambush Bug החרק האורב Ambush predator טורפים אורבים Amchitka אמצ'יטקה Amda Iyasus קיסר אתיופיה עמדה ייאסוס Amda Seyon אצה עמדה ציון Amda Seyon עמדה ציון Amda Seyon I קיסר אתיופיה עמדה ציון הראשון Amda Seyon II קיסר אתיופיה עמדה ציון השני Amdahl's law חוק אמדל Amdocs אמדוקס Amduat אמדואט Amedeo Avogadro אמדאו אבוגדרו Amedeo Modigliani אמדאו מודיליאני Ameer Makhoul אמיר מח'ול Ameinu עמנו Amel Bent אמל בנט Amel-Marduk אמל-מרדוך Amelia Bloomer אמיליה בלומר Amelia Earhart אמיליה ארהארט Amelia Edwards אמליה אדוארדס Amelita Galli-Curci אמליטה גאלי-קורצ'י Amemar אמימר Amen אמן Amen. אמן Amendments to the United States Constitution קטגוריה:תיקונים לחוקת ארצות הברית Amenemhat I אמנמחת הראשון Amenemhat II אמנמחת השני Amenemhat III אמנמחת השלישי Amenhotep אמנחותפ Amenhotep I אמנחותפ הראשון Amenhotep II אמנחותפ השני Amenhotep III אמנחותפ השלישי Amenorrhoea אל-וסת Amer Khammash עאמר ח'אמש Ameretat אמרתאת AmeriKKKa's Most Wanted AmeriKKKa's Most Wanted America אמריקה America Ferrera אמריקה פררה America Sings אמריקה שרה America's Army America's Army America's Cup גביע אמריקה America's Got Talent America's Got Talent America's Next Top Model הטופ מודל הבאה America's Next Top Model contestants קטגוריה:מתחרות הטופ מודל הבאה America-Israel Cultural Foundation קרן התרבות אמריקה-ישראל American Academy of Arts and Sciences האקדמיה האמריקאית לאמנויות ולמדעים American Academy of Dramatic Arts האקדמיה האמריקאית לאמנויות הדרמה American Academy of Pediatrics האקדמיה האמריקאית לרפואת ילדים American Airlines אמריקן איירליינס American Airlines Arena אמריקן איירליינס ארנה American Airlines Center אמריקן איירליינס סנטר American Airlines Flight 11 טיסה 11 של אמריקן איירליינס American Airlines Flight 191 טיסה 191 של אמריקן איירליינס American Airlines Flight 587 טיסה 587 של אמריקן איירליינס American Airlines Flight 77 טיסה 77 של אמריקן איירליינס American Airlines Flight 965 טיסה 965 של אמריקן איירליינס American Apparel אמריקן אפרל American Association for Cancer Research האגודה האמריקנית לחקר הסרטן American Basketball Association ABA American Battle Monuments Commission הוועדה האמריקנית למצבות קרב American Battle Monuments Commission קטגוריה:הוועדה האמריקנית למצבות קרב American Beauty American Beauty American Beauty אמריקן ביוטי American Birding Association האגודה האמריקאית לצפרות American Broadcasting Company ABC American Cancer Society החברה האמריקנית לסרטן American Chemical Society האגודה האמריקנית לכימיה American Civil Liberties Union האיגוד האמריקאי לחירויות אזרחיות American Civil War מלחמת האזרחים האמריקנית American Civil War קטגוריה:מלחמת האזרחים האמריקנית American Civil War films קטגוריה:סרטי מלחמת האזרחים האמריקנית American Colonization Society תנועת החזרה לאפריקה American Colony Hotel המושבה האמריקאית בירושלים#מלון אמריקן קולוני American Cordillera הקורדילרה האמריקנית American Counseling Association האגודה האמריקנית לייעוץ American Crime פשע אמריקאי American Crime Story סיפור פשע אמריקאי American Dad! אבא אמריקאי American Dragon: Jake Long אמריקן דרגון American Dream החלום האמריקאי American Eagle Outfitters אמריקן איגל אאוטפיטרס American English אנגלית אמריקנית American Enterprise Institute AEI American Enterprise Institute קטגוריה:AEI American Expeditionary Force Siberia כוח המשימה של ארצות הברית בסיביר American Expeditionary Forces חיל המשלוח של ארצות הברית American Express אמריקן אקספרס American Federation of Labor פדרציית העבודה האמריקאית American Federation of Women Bodybuilders הפדרציה האמריקאית של מפתחות הגוף American Film Institute מכון הסרטים האמריקאי American Folk Art Museum המוזיאון האמריקאי לאמנות עממית American Football Conference American Football Conference American Freemasons קטגוריה:אמריקאים חברי הבונים החופשיים American Gangster אמריקן גנגסטר American Gigolo ג'יגולו אמריקאי American Gods אלים אמריקאים American Gothic אמריקן גות'יק American Graffiti אמריקן גרפיטי American Haredi rabbis קטגוריה:רבנים חרדים אמריקאים American Historical Association האגודה ההיסטורית האמריקאית American History ספר:היסטוריה של ארצות הברית American History X אמריקה X American Hockey League AHL American Horror Story אימה אמריקאית American Hustle חלום אמריקאי American Idiot American Idiot American Idol אמריקן איידול American Idol קטגוריה:אמריקן איידול American Idol participants קטגוריה:מתחרי אמריקן איידול American Idol winners קטגוריה:זוכי אמריקן איידול American Independent Party המפלגה העצמאית האמריקאית American Indian Wars מלחמות האינדיאנים American Indian reservations קטגוריה:שמורות אינדיאנים American International Group AIG American Internet celebrities קטגוריה:פעילי אינטרנט אמריקאים American Israel Public Affairs Committee איפא"ק American Jewish Committee הוועד היהודי-אמריקני American Jewish Congress הקונגרס היהודי האמריקאי American Jewish Joint Distribution Committee ג'וינט American Jews יהדות ארצות הברית American Jews קטגוריה:יהודים אמריקאים American Journal of Mathematics American Journal of Mathematics American LGBT-related films קטגוריה:סרטי להט"ב אמריקאיים American LGBT-related television programs קטגוריה:תוכניות להט"ב אמריקאיות American League אמריקן ליג American Life American Life American Mafia קטגוריה:המאפיה בארצות הברית American Mathematical Society האגודה האמריקאית למתמטיקה American Mathematical Society קטגוריה:האגודה האמריקאית למתמטיקה American McGee's Alice אמריקן מק'גי אליס American Me American Me American Motors אמריקן מוטורס American Museum of Natural History המוזיאון האמריקאי לתולדות הטבע American Music Award פרס המוזיקה האמריקאית American National Standards Institute מכון התקנים האמריקני American Nobel laureates קטגוריה:זוכי פרס נובל אמריקאים American Orthodox Jews קטגוריה:חרדים אמריקאים American Oxygen American Oxygen American Pastoral פסטורלה אמריקנית American Philosophical Society החברה הפילוסופית האמריקאית American Pie American Pie American Pie אמריקן פאי American Pie קטגוריה:אמריקן פאי American Pie תבנית:סדרת סרטי אמריקן פאי American Pie 2 אמריקן פאי 2 American Pie Presents: Band Camp אמריקן פאי מציגים: מחנה התזמורת American Pie Presents: Beta House אמריקן פאי מציגים: בית בטא American Pie Presents: The Naked Mile אמריקן פאי מציגים: המייל העירום American Pit Bull Terrier אמריקן פיטבול טרייר American Psychiatric Association האגודה האמריקנית לפסיכיאטריה American Psycho אמריקן פסיכו American Psychological Association האגודה האמריקנית לפסיכולוגיה American Radiator Building בניין אמריקן רדיאטור American Reform rabbis קטגוריה:רבנים רפורמים אמריקאים American Repertory Theater התיאטרון הרפרטוארי האמריקני American Reunion אמריקן פאי: האיחוד American Revolution המהפכה האמריקאית American Revolution קטגוריה:המהפכה האמריקנית American Revolutionary War מלחמת העצמאות של ארצות הברית American Revolutionary War קטגוריה:מלחמת העצמאות של ארצות הברית American Revolutionary: The Evolution of Grace Lee Boggs גרייס לי בוגס: מהפכנית אמריקאית American Righteous Among the Nations קטגוריה:אמריקאים חסידי אומות העולם American Samoa סמואה האמריקנית American Samoa קטגוריה:סמואה האמריקנית American Samoa at the Olympics סמואה האמריקנית במשחקים האולימפיים American Samoa national football team נבחרת סמואה האמריקנית בכדורגל American Schools of Oriental Research בית הספר האמריקאי לחקר המזרח American Shorthair חתול אמריקני קצר-שיער American Sniper צלף אמריקאי American Society of Clinical Oncology החברה האמריקנית לאונקולוגיה קלינית American Staffordshire Terrier אמסטף American Surety Building בניין אמריקן סורטי American Symphony Orchestra התזמורת הסימפונית האמריקאית American University in Cairo האוניברסיטה האמריקאית בקהיר American University of Beirut האוניברסיטה האמריקנית בביירות American University of Paris האוניברסיטה האמריקאית בפריז American Wedding אמריקן פאי: החתונה American Wirehair חתול אמריקני מקורזל American World War II pilots קטגוריה:טייסים אמריקאים במלחמת העולם השנייה American Zion Commonwealth קהילת ציון אמריקאית American Zionist Movement התנועה הציונית האמריקאית American Zionists קטגוריה:פעילים ציוניים בארצות הברית American accordionists קטגוריה:אקורדיוניסטים אמריקאים American action films קטגוריה:סרטי פעולה אמריקאיים American activists קטגוריה:פעילים חברתיים אמריקאים American actors קטגוריה:שחקני קולנוע וטלוויזיה אמריקאים American admirals קטגוריה:אדמירלים בצי ארצות הברית American adventure films קטגוריה:סרטי הרפתקאות אמריקאיים American agronomists קטגוריה:אגרונומים אמריקאים American alligator אליגטור אמריקני American anarchists קטגוריה:אנרכיסטים אמריקאים American animated films קטגוריה:סרטים מצוירים אמריקאיים American animated television series קטגוריה:סדרות מצוירות אמריקאיות American animators קטגוריה:אנימטורים אמריקאים American anthropologists קטגוריה:אנתרופולוגים אמריקאים American archaeologists קטגוריה:ארכאולוגים אמריקאים American architects קטגוריה:אדריכלים אמריקאים American art critics קטגוריה:מבקרי אמנות אמריקאים American artists קטגוריה:אמנים אמריקאים American assassins קטגוריה:מתנקשים פוליטיים אמריקאים American astronauts קטגוריה:אסטרונאוטים אמריקאים American astronomers קטגוריה:אסטרונומים אמריקאים American astrophysicists קטגוריה:אסטרופיזיקאים אמריקאים American atheists קטגוריה:אתאיסטים אמריקאים American autobiographers קטגוריה:כותבי אוטוביוגרפיה אמריקאים American aviation films קטגוריה:סרטי תעופה אמריקאיים American aviators קטגוריה:טייסים אמריקאים American award winners קטגוריה:מקבלי עיטורים אמריקאים American awards קטגוריה:פרסים אמריקאיים American badger גירית אמריקאית American bankers קטגוריה:בנקאים אמריקאים American baseball players קטגוריה:שחקני בייסבול אמריקאים American basketball coaches קטגוריה:מאמני כדורסל אמריקאים American basketball players קטגוריה:כדורסלנים אמריקאים American billionaires קטגוריה:מיליארדרים אמריקאים American biochemists קטגוריה:ביוכימאים אמריקאים American biographical films קטגוריה:סרטים ביוגרפיים אמריקאיים American biologists קטגוריה:ביולוגים אמריקאים American bison ביזון אמריקאי American black bear דוב שחור אמריקני American black comedy films קטגוריה:סרטי קומדיה שחורה אמריקאיים American books קטגוריה:ספרים אמריקאיים American boxers קטגוריה:מתאגרפים אמריקאים American broadcast television תבנית:רשתות טלוויזיה אמריקניות American broadcasters קטגוריה:שדרני רדיו וטלוויזיה אמריקאים American bullfrog צפרדע שור אמריקנית American business executives קטגוריה:מנכ"לים אמריקאים American businesspeople קטגוריה:אנשי עסקים אמריקאים American caricaturists קטגוריה:קריקטוריסטים אמריקאים American 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אמריקאים American figure skaters קטגוריה:מחליקים אמנותיים על קרח אמריקאים American film critics קטגוריה:מבקרי קולנוע אמריקאים American film directors קטגוריה:במאי קולנוע אמריקאים American film editors קטגוריה:עורכי קולנוע אמריקאים American film producers קטגוריה:מפיקי קולנוע אמריקאים American films קטגוריה:סרטים אמריקאיים American financial commentators קטגוריה:פרשנים כלכליים אמריקאים American flamingo פלמינגו אמריקני American flautists קטגוריה:חלילנים אמריקאים American folklore קטגוריה:פולקלור אמריקאי American football פוטבול American football קטגוריה:פוטבול American football competitions קטגוריה:תחרויות פוטבול American football in Israel קטגוריה:פוטבול ישראלי American football placekickers קטגוריה:שחקני פוטבול: בועטים American football positions עמדות פוטבול American football quarterbacks קטגוריה:שחקני פוטבול: קוורטרבקים American football running backs קטגוריה:שחקני פוטבול: רצים אחוריים American football safeties קטגוריה:שחקני פוטבול: מגינים אחוריים American football stubs קטגוריה:קצרמר פוטבול American football teams קטגוריה:קבוצות פוטבול American football teams in Israel קטגוריה:קבוצות פוטבול בישראל American football venues קטגוריה:אצטדיוני פוטבול American football wide receivers קטגוריה:שחקני פוטבול: תופסים American frontier המערב הישן של אמריקה American generals קטגוריה:גנרלים בכוחות המזוינים של ארצות הברית American geneticists קטגוריה:גנטיקאים אמריקאים American geologists קטגוריה:גאולוגים אמריקאים American golfers קטגוריה:שחקני גולף אמריקאים American guitarists קטגוריה:גיטריסטים אמריקאים American high jumpers קטגוריה:קופצים לגובה אמריקאים American hip hop groups קטגוריה:להקות היפ הופ אמריקניות American historians קטגוריה:היסטוריונים אמריקאים American hog-nosed skunk בואש חוטמני מזרחי American horror films קטגוריה:סרטי אימה אמריקאיים American hoteliers קטגוריה:מלונאים אמריקאים American hurdlers קטגוריה:רצי משוכות אמריקאים American ice hockey players קטגוריה:שחקני הוקי קרח אמריקאים American illustrators קטגוריה:מאיירים אמריקאים American imperialism 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military personnel of the Korean War קטגוריה:אנשי הכוחות המזוינים האמריקאים במלחמת קוריאה American military personnel of the Mexican–American War קטגוריה:אנשי צבא אמריקאים במלחמת ארצות הברית-מקסיקו American military personnel of the Vietnam War קטגוריה:אנשי הכוחות המזוינים האמריקאים במלחמת וייטנאם American military physicians קטגוריה:רופאים צבאיים אמריקאים American mink חורפן אמריקאי American murderers קטגוריה:רוצחים בארצות הברית American music קטגוריה:מוזיקה אמריקאית American music critics קטגוריה:מבקרי מוזיקה אמריקאים American musical groups קטגוריה:להקות אמריקניות American musical groups by genre קטגוריה:להקות אמריקניות לפי סגנון American musicians קטגוריה:מוזיקאים אמריקאים American musicologists קטגוריה:מוזיקולוגים אמריקאים American neurologists קטגוריה:נוירולוגים אמריקאים American newspaper editors קטגוריה:עורכי עיתונים אמריקאים American nurses קטגוריה:אחים ואחיות אמריקאים American opera companies קטגוריה:ארצות הברית: בתי אופרה American opera librettists קטגוריה:לבריתנים אמריקאים American opera singers קטגוריה:זמרי אופרה אמריקאים American orchestras קטגוריה:תזמורות אמריקאיות American organists קטגוריה:נגני עוגב אמריקאים American orientalists קטגוריה:מזרחנים אמריקאים American pacifists קטגוריה:פציפיסטים אמריקאים American painters קטגוריה:ציירים אמריקאים American paintings קטגוריה:ציור אמריקאי American parody films קטגוריה:סרטי פרודיה אמריקאיים American people קטגוריה:אמריקאים American people by ethnic or national origin קטגוריה:אמריקאים לפי מוצא American people by occupation קטגוריה:אמריקאים לפי מקצוע American people convicted of murder קטגוריה:מורשעים בעבירות המתה בארצות הברית American people convicted of spying against the United States קטגוריה:מורשעים בעבירות ריגול בארצות הברית American people convicted of tax crimes קטגוריה:מורשעים בעבירות מס בארצות הברית American people imprisoned on charges of terrorism קטגוריה:טרוריסטים אמריקאים American people of Alsatian-Jewish descent קטגוריה:אמריקאים ממוצא אלזסי-יהודי American people of Austrian-Jewish descent קטגוריה:אמריקאים ממוצא אוסטרי-יהודי American people of Cherokee descent קטגוריה:אמריקאים ממוצא צ'ירוקי American people of Cuban descent קטגוריה:אמריקאים ממוצא קובני American people of Czech descent קטגוריה:אמריקאים ממוצא צ'כי American people of Czech-Jewish descent קטגוריה:אמריקאים ממוצא צ'כי-יהודי American people of English descent קטגוריה:אמריקאים ממוצא אנגלי American people of French descent קטגוריה:אמריקאים ממוצא צרפתי American people of French-Jewish descent קטגוריה:אמריקאים ממוצא צרפתי-יהודי American people of German descent קטגוריה:אמריקאים ממוצא גרמני American people of German-Jewish descent קטגוריה:אמריקאים ממוצא גרמני-יהודי American people of Greek descent קטגוריה:אמריקאים ממוצא יווני American people of Hungarian descent קטגוריה:אמריקאים ממוצא הונגרי American people of Hungarian-Jewish descent קטגוריה:אמריקאים ממוצא הונגרי-יהודי American people of Irish descent קטגוריה:אמריקאים ממוצא אירי American people of Israeli descent קטגוריה:אמריקאים ישראלים American people of Italian 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במלחמת העולם השנייה American people of the Vietnam War קטגוריה:אמריקאים במלחמת וייטנאם American people with disabilities קטגוריה:נכות: אמריקאים American philanthropists קטגוריה:נדבנים אמריקאים American philosophers קטגוריה:פילוסופים אמריקאים American photographers קטגוריה:צלמים אמריקאים American photojournalists קטגוריה:צלמי עיתונות אמריקאים American physicians קטגוריה:רופאים אמריקאים American physicists קטגוריה:פיזיקאים אמריקאים American physiologists קטגוריה:פיזיולוגים אמריקאים American pianists קטגוריה:פסנתרנים אמריקאים American players of American football קטגוריה:שחקני פוטבול אמריקאים American plays קטגוריה:מחזות אמריקאיים American poets קטגוריה:משוררים אמריקאים American poker players קטגוריה:שחקני פוקר אמריקאים American pole vaulters קטגוריה:קופצים במוט אמריקאים American police officers קטגוריה:שוטרים אמריקאים American political consultants קטגוריה:יועצים פוליטיים אמריקאים American political pundits קטגוריה:פרשנים פוליטיים אמריקאים American politicians קטגוריה:פוליטיקאים אמריקאים American pop music groups קטגוריה:להקות פופ אמריקניות American pop singers קטגוריה:זמרי פופ אמריקאים American priests קטגוריה:כמרים אמריקאים American prisoners of war קטגוריה:שבויי צבא ארצות הברית American prisoners of war in World War II קטגוריה:אמריקאים שנישבו במלחמת העולם השנייה American professional wrestlers קטגוריה:מתאבקים מקצוענים אמריקאים American psychiatrists קטגוריה:פסיכיאטרים אמריקאים American psychoanalysts קטגוריה:פסיכואנליטיקאים אמריקאים American psychologists קטגוריה:פסיכולוגים אמריקאים American psychotherapists קטגוריה:פסיכותרפיסטים אמריקאים American publishers קטגוריה:מו"לים אמריקאים American puppeteers קטגוריה:בובנאים אמריקאים American rabbis קטגוריה:רבנים אמריקאים American racing drivers קטגוריה:נהגי מכוניות מרוץ אמריקאים American rappers קטגוריה:ראפרים אמריקאים American reality television series קטגוריה:תוכניות מציאות אמריקאיות American record producers קטגוריה:מפיקים מוזיקליים אמריקאים American robbers קטגוריה:מורשעים בעבירות רכוש בארצות הברית American rock music 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songwriters קטגוריה:פזמונאים אמריקאים American spadefoot toad חפריתיים אמריקאים American speed skaters קטגוריה:מחליקים מהירים על קרח אמריקאים American spies for the Soviet Union קטגוריה:אמריקאים שריגלו למען ברית המועצות American sports announcers קטגוריה:פרשני ספורט אמריקאים American sports executives and administrators קטגוריה:עסקני ספורט אמריקאים American sportspeople קטגוריה:ספורטאים אמריקאים American sprinters קטגוריה:אצנים אמריקאים American stage actors קטגוריה:שחקני תיאטרון אמריקאים American stained glass artists and manufacturers קטגוריה:אמני ויטראז' אמריקאים American stand-up comedians קטגוריה:סטנדאפיסטים אמריקאים American state court judges קטגוריה:שופטי בתי משפט במדינות ארצות הברית American statisticians קטגוריה:סטטיסטיקאים אמריקאים American surgeons קטגוריה:כירורגים אמריקאים American swimmers קטגוריה:שחיינים אמריקאים American television directors קטגוריה:במאי טלוויזיה אמריקאים American television films קטגוריה:סרטי טלוויזיה אמריקאיים American television hosts קטגוריה:מנחי טלוויזיה אמריקאים American television producers קטגוריה:מפיקי טלוויזיה אמריקאים American television programs קטגוריה:תוכניות טלוויזיה אמריקאיות American television series קטגוריה:סדרות טלוויזיה אמריקאיות American television sitcoms קטגוריה:קומדיות מצבים אמריקאיות American television writers קטגוריה:תסריטאי טלוויזיה אמריקאים American tennis players קטגוריה:טניסאים אמריקאים American terrorism victims קטגוריה:חללי טרור אמריקאים American test pilots קטגוריה:טייסי ניסוי אמריקאים American theatre directors קטגוריה:במאי תיאטרון אמריקאים American track and field athletes קטגוריה:אתלטים אמריקאים American translators קטגוריה:מתרגמים אמריקאים American triathletes קטגוריה:טריאתלטים אמריקאים American triple jumpers קטגוריה:קופצי משולשת אמריקאים American university and college presidents קטגוריה:נשיאי אוניברסיטאות בארצות הברית American victims of anti-LGBT hate crimes קטגוריה:קורבנות של אלימות כלפי להט"ב בארצות הברית American victims of crime קטגוריה:קורבנות פשע בארצות הברית American video artists קטגוריה:אמני וידאו ארט אמריקאים American violinists קטגוריה:כנרים אמריקאים American violists קטגוריה:ויולנים אמריקאים American voice actors קטגוריה:מדבבים אמריקאים American war casualties קטגוריה:חללי קרבות אמריקאים American war correspondents קטגוריה:כתבים צבאיים אמריקאים American water polo players קטגוריה:שחקני כדורמים אמריקאים American water shrew חדף מים צפון אמריקני American websites קטגוריה:אתרי אינטרנט אמריקאים American weightlifters קטגוריה:מרימי משקולות מארצות הברית American white ibis מגלן לבן American white pelican שקנאי אמריקני American white-collar criminals מרמה ועושק בארצות הברית קטגוריה:מורשעים בעבירות מסוג סחיטה American women's basketball players קטגוריה:כדורסלניות אמריקאיות American women's soccer players קטגוריה:כדורגלניות אמריקאיות American writers קטגוריה:סופרים אמריקאים American zoologists קטגוריה:זואולוגים אמריקאים Americana אמריקנה Americanization אמריקניזציה Americano אמריקנו Americans for Peace Now שלום עכשיו Americans for Prosperity אמריקאים למען שגשוג American–German Colony המושבה האמריקאית-גרמנית ביפו Americas אמריקה Americas קטגוריה:אמריקה Americium אמריציום Ameridelphia חיות כיס אמריקניות Amerigo Vespucci אמריגו וספוצ'י Amerika אמריקה Ameripol אמריפול Amersfoort אמרספורט Amersfoort concentration camp מחנה הריכוז אמרספורט Amery אמרי Ames איימס Ames Building בניין איימס Ames Research Center מרכז המחקר איימס Ames room חדר איימס Ames test מבחן איימס Amesha Spenta אמשא ספנדאן Amethyst אחלמה Amethyst Incident תקרית נהר היאנגצה Amha Selassie אספא ווסן Amhara National Democratic Movement התנועה הלאומית-דמוקרטית האמהרית Amhara Province אמהרה Amhara Region אמהרה Amhara Region קטגוריה:אמהרה Amhara people אמהרים Amharic אמהרית Amharic language קטגוריה:אמהרית Amharic-language singers קטגוריה:זמרים השרים באמהרית Amhrán na bhFiann המנון אירלנד Ami Assaf עמי אסף Ami Ayalon עמי אילון Ami James עמי ג'יימס Ami Maayani עמי מעייני Ami Popper עמי פופר Ami'ad עמיעד Ami'oz עמיעוז Amia Lieblich עמיה ליבליך Amicable numbers מספרים ידידים Amichai Paglin עמיחי פאגלין Amicus curiae ידיד בית המשפט Amidah תפילת העמידה Amidar עמידר Amide אמיד Amido Baldé אמידו באלדה Amiel עמיאל Amiens אמיין Amiens Cathedral קתדרלת אמיין Amiga קומודור אמיגה Amigo and Friends עמיקו וחבריו Amigos Amigos Amigurumi אמיגורומי Amihai Grosz עמיחי גרוס Amihai Mazar עמיחי מזר Amik Valley עמק אמוק Amikacin אמיקצין Amikam עמיקם Amil אמיל Amilcare Ponchielli אמילקארה פונקיילי Amin Maalouf אמין מעלוף Amin Tarif אמין טריף Amin al-Hafiz אמין אל-חאפז Amin al-Hindi אמין אל הינדי Amin al-Husseini אמין אל-חוסייני Amin-Salim Jarjora אמין-סלים ג'רג'ורה Amina Wadud אמינה וואדוד Aminadav עמינדב Aminah אמינה בנת והב Amine אמין Amine Gemayel אמין ג'ומאייל Amino acid חומצת אמינו Amino acid metabolism disorders קטגוריה:הפרעות בחילוף החומרים של חומצות אמינו Amino acids קטגוריה:חומצות אמינו Aminoglycoside אמינוגליקוזיד Amiodarone אמיודארון Amioun אמיון Amir אמיר Amir עמיר Amir Abrashi אמיר אבראשי Amir Abu Nil אמיר אבו ניל Amir Agayov אמיר עגיוב Amir Benayoun עמיר בניון Amir Drori אמיר דרורי Amir Edri אמיר אדרי Amir Eshel אמיר אשל Amir Ganiel אמיר גניאל Amir Gilboa אמיר גלבע Amir Gross Kabiri אמיר גרוס כבירי Amir Hadad אמיר חדד Amir Haddad עמיר חדד Amir Johnson אמיר ג'ונסון Amir Kertes אמיר קרטס Amir Nachumi אמיר נחומי Amir Nussbaum עמיר נוסבאום Amir Ohana אמיר אוחנה Amir Or אמיר אור Amir Peretz עמיר פרץ Amir Pnueli אמיר פנואלי Amir Rapaport עמיר רפפורט Amir Schelach אמיר שלח Amir Segal עמיר עקיבא סגל Amir Turgeman עמיר תורג'מן Amir Weintraub אמיר וינטרוב Amira Dotan עמירה דותן Amira Hass עמירה הס Amira Hess אמירה הס Amira Sartani אמירה סרטני Amira al Hayb אמירה אל-הייב Amiram Goldblum עמירם גולדבלום Amiram Levin עמירם לוין Amiram Nir עמירם ניר Amiram Trauber עמירם טראובר Amiran עמירן Amiran Shkalim עמירן שקלים Amirani אמירני Amire80 משתמש:Amire80 Amire80/Directionally challenged משתמש:Amire80/משתמש מתבלבל בין ימין לשמאל Amire80Bot משתמש:Amire80Bot Amirejibi אמירג'בי Amiri Baraka אמירי ברקה Amirim אמירים Amirobot user:Amirobot Amirrorhai User:Amirrorhai Amirspasalar אמירספסלר Amish אמיש Amistad אמיסטאד Amit Amal עמית עמל Amit Ben Shushan עמית בן שושן Amit Erez עמית ארז Amit Farkash עמית פרקש Amit Ivry עמית עברי Amit Lang עמית לנג Amit Offir עמית אופיר Amit Simhon עמית שמחון Amit Tamir עמית תמיר Amita Dhiri אמיטה דירי Amitabh Bachchan אמיטאב באצ'אן Amitai Etzioni אמיתי עציוני Amitai Regev אמיתי רגב Amitav Ghosh אמיטאב גוש Amitzur Shapira עמיצור שפירא Amiya Taga אמייה טגה Amka עמקה Amlodipine אמלודיפין Amman עמאן Amman קטגוריה:עמאן Amman Citadel Inscription כתובת מצודת רבת עמון Amman Governorate עמאן Amman International Stadium האצטדיון הבינלאומי בעמאן Ammar shaker/FullArticlesRewrite1 אל-מדינה Ammeter מד זרם Ammi Abba רמי בר אבא Ammi majus אמיתה גדולה Ammi-Ditana עמי-דיתנה Ammi-Saduqa עמי-צדוקה Ammianus Marcellinus אמיאנוס מרקלינוס Ammiel Alcalay עמיאל אלקלעי Ammiel Hirsch עמיאל הירש Amminadab עמינדב Ammit אמות Ammon עמון Ammonia אמוניה Ammonia Avenue Ammonia Avenue Ammonite language עמונית Ammonium chloride אמוניום כלוריד Ammonium nitrate אמוניום חנקתי Ammonoidea אמוניטים Ammoperdix קורא Ammouliani אמוליאני Ammuna אמונש Ammunition קטגוריה:תחמושת Ammunition תחמושת Amnesia אמנזיה Amnesiac Amnesiac Amnesty אמנסטי Amnesty International אמנסטי אינטרנשיונל Amnesty International קטגוריה:אמנסטי אינטרנשיונל Amnesty International prisoners of conscience קטגוריה:אסירי מצפון על פי ארגון אמנסטי אינטרנשיונל Amniocentesis בדיקת מי שפיר Amniote בעלי שפיר עוברי Amniotic fluid מי שפיר Amniotic sac שק שפיר Amnon אמנון Amnon Barzel אמנון ברזל Amnon Cohen אמנון כהן Amnon Dankner אמנון דנקנר Amnon Dick אמנון דיק Amnon Jackont אמנון ז'קונט Amnon Kapeliouk אמנון קפליוק Amnon Linn אמנון לין Amnon Lipkin-Shahak אמנון ליפקין-שחק Amnon Lord אמנון לורד Amnon Marinov אמנון מרינוב Amnon Netzer אמנון נצר Amnon Niv אמנון ניב Amnon Reshef אמנון רשף Amnon Rubinstein אמנון רובינשטיין Amnon Salomon אמנון סלומון Amnon Shamosh אמנון שמוש Amnon Shashua אמנון שעשוע Amnon Straschnov אמנון סטרשנוב Amnon Weiss אמנון וייס Amnon Wolman אמנון וולמן Amnon Yariv אמנון יריב Amnon Yitzhak אמנון יצחק Amnon of Mainz ונתנה תוקף#אגדת ר' אמנון ממגנצא Amnon s משתמש:Amnon s Amnun אמנון Amoeba אמבה Amon Amarth אמון אמארת' Amon Göth אמון גת Amon of Judah אמון Among the Living Among The Living Amor Vincit Omnia האהבה מנצחת את הכל Amor fati אהבת הגורל Amoraim אמוראים Amoraim תבנית:אמוראים Amorite kings קטגוריה:מלכים אמוריים Amorite language אמורית Amorites אמורי Amorites קטגוריה:אמורים Amorphophallus titanum לוף ענק Amorphous solid אמורפיות Amortization schedule לוח סילוקין Amortized analysis ניתוח לשיעורין Amos עמוס Amos Bar עמוס בר Amos Burn עמוס ברן Amos Degani עמוס דגני Amos Elkana עמוס אלקנה Amos Elon עמוס אילון Amos Fiat עמוס פיאט Amos Frumkin עמוס פרומקין Amos Gitai עמוס גיתאי Amos Golan עמוס גולן Amos Guttman עמוס גוטמן Amos Guttman תבנית:סרטי עמוס גוטמן Amos Hadar עמוס הדר Amos Hakham עמוס חכם Amos Harel עמוס הראל Amos Horev עמוס חורב Amos Kenan עמוס קינן Amos Kloner עמוס קלונר Amos Kollek עמוס קולק Amos Lapidot עמוס לפידות Amos Lavi עמוס לביא Amos Luzzatto עמוס לוצאטו Amos Manor עמוס מנור Amos Mansdorf עמוס מנסדורף Amos Meller עמוס מלר Amos Ori עמוס אורי Amos Oz עמוס עוז Amos Pokorný עמוס פוקורני Amos Tversky עמוס טברסקי Amos Yadlin עמוס ידלין Amos Yarkoni עמוס ירקוני Amos Yaron עמוס ירון Amos Yudan עמוס יודן Amos de-Shalit עמוס דה-שליט Amos-2 עמוס 2 Amos-3 עמוס 3 Amos-4 עמוס 4 Amos-5 עמוס 5 Amos-6 עמוס 6 Amotz Zahavi אמוץ זהבי Amour אהבה Amoxicillin אמוקסיצילין Ampal-American Israel Corporation אמפל - אמריקן ישראל קורפוריישן Ampelmännchen איש הרמזור Ampere אמפר Ampere-hour אמפר-שעה Ampersand & Amphetamine אמפטמין Amphi Ashdod אמפי אשדוד Amphibian אמפיביה Amphibian דו-חיים Amphibian Man האדם האמפיבי Amphibians קטגוריה:דו-חיים Amphibious assault ship אוניית סער אמפיבית Amphibious fish דגים אמפיביים Amphibious vehicle כלי רכב אמפיבי Amphibious vehicles קטגוריה:כלי רכב אמפיביים Amphibious warfare לוחמה אמפיבית Amphibious warfare קטגוריה:לוחמה אמפיבית Amphibious warfare ship אוניית לוחמה אמפיבית Amphibole אמפיבול Amphibole group קטגוריה:קבוצת האמפיבול Amphibolite אמפיבוליט Amphibology אמפיבולה Amphicoelias אמפיקוליאס Amphictyonic League אמפיקטיונה Amphignathodontidae אמפיגנטודונטים Amphiphile אמפיפיליות Amphipoda שטצדאים Amphipolis אמפיפוליס Amphiprioninae שושנונים Amphisbaenia טבעונים Amphisbaenians קטגוריה:טבעונים Amphisbaenidae מטבעוניים Amphitheaters קטגוריה:אמפיתיאטראות Amphitheatre אמפיתיאטרון Amphitheatre of El Jem האמפיתיאטרון באל ג'ם Amphitheatrum Castrense אמפיתיאטרון קסטרנסה Amphitrite אמפיטריטה Amphitryon אמפיטריאון Amphiuma אמפימויים Amphora אמפורה Amphoterism אמפוטריות Ampicillin אמפיצילין Amplexus חיבוק כלולות Amplicon אמפליקון Amplifiers קטגוריה:מגברים Amplitude משרעת Amplitude modulation אפנון משרעת Ampoule אמפולה Ampullae of Lorenzini אמפולות לורנציני Amputation קטיעה Ampère's circuital law חוק אמפר Amqu עמקו Amr Moussa עמר מוסא Amram עמרם Amram Aburbeh עמרם אבורביע Amram Blau עמרם בלוי Amram Gaon רב עמרם גאון Amram Mitzna עמרם מצנע Amram Zaks עמרם יצחק זקס Amram ben Diwan עמרם בן דיוואן Amraphel אמרפל Amrita Sher-Gil אמריטה שר-גיל Amritsar אמריטסר Amritsar קטגוריה:אמריטסר Amsalem אמסלם Amshinov חסידות אמשינוב Amstel אמסטל Amstel Brewery אמסטל Amstel Gold Race מרוץ אמסטל גולד Amstelveen אמסטלפיין Amsterdam אמסטרדם Amsterdam פורטל:אמסטרדם Amsterdam קטגוריה:אמסטרדם Amsterdam תבנית:אמסטרדם Amsterdam Airlines אמסטרדם איירליינס Amsterdam Airport Schiphol נמל התעופה סכיפהול Amsterdam Arena אמסטרדם ארנה Amsterdam Metro הרכבת התחתית של אמסטרדם Amsterdam Muntplein מונטפליין Amsterdam Museum המוזיאון להיסטוריה של אמסטרדם Amsterdam School אסכולת אמסטרדם Amsterdam Stock Exchange בורסת אמסטרדם Amsterdam Tournament טורניר אמסטרדם Amsterdam albatross אלבטרוס אמסטרדם Amsterdam-Centrum אמסטרדם המרכזית Amsterdam-Noord צפון אמסטרדם Amtrak אמטרק Amu Darya אמו דריה Amulet הקמע Amulet קמע Amulets קטגוריה:קמעות Amun אמון Amundsen's South Pole expedition משלחת הקוטב הדרומי Amundsen–Scott South Pole Station התחנה האנטארקטית אמונדסן-סקוט Amunet אמונט Amur אמור Amur Oblast אמור Amur Oblast Tsiolkovsky ציאולקובסקי Amur River אמור Amur leopard נמר אמור Amurian Plate הלוח האמורי Amurru kingdom ממלכת אמורו Amuse-bouche אמוז בוש Amusement שעשוע Amusement arcade משחקיית וידאו Amusement park פארק שעשועים Amusement parks קטגוריה:פארקי שעשועים Amusement parks in Israel קטגוריה:ישראל: פארקי שעשועים Amusement rides קטגוריה:מתקני שעשועים Amusing Ourselves to Death בידור עד מוות Amy Acker איימי אקר Amy Adams איימי אדמס Amy Alkon איימי אלקון Amy Beach איימי ביץ' Amy Brenneman איימי ברנמאן Amy Chua איימי צ'ואה Amy Diamond איימי דאימונד Amy Grant איימי גרנט Amy Irving איימי אירווינג Amy Johnson איימי ג'ונסון Amy Klobuchar איימי קלובצ'ר Amy Lee איימי לי Amy Macdonald איימי מקדונלד Amy Madigan איימי מאדיגן Amy Poehler איימי פולר Amy Ryan איימי ראיין Amy Schumer איימי שומר Amy Smart איימי סמארט Amy Tan אמי טאן Amy Van Dyken אמי ואן דיקן Amy Winehouse איימי ויינהאוס Amy Winehouse קטגוריה:איימי ויינהאוס Amy Wong איימי וונג AmyBesser/testentry סינמטוגרף Amyclas of Sparta אמיקלס Amygdala אמיגדלה Amygdaloideae שזיפיים Amylase עמילאז Amyloid עמילואיד Amyloidosis עמילואידוזיס Amylopectin עמילופקטין Amylose עמילוז Amyotrophic lateral sclerosis טרשת אמיוטרופית צידית Amyrtaeus אמירתאיוס Amália Rodrigues עמליה רודריגז Amédée Gibaud אמדה ג'יבו Amédée Ozenfant אמדה אוזנפנט Amélie אמלי Amélie Mauresmo אמלי מורסמו Amélie Nothomb אמלי נותומב América Futebol Clube אמריקה פוטבול קלוב América Futebol Clube קטגוריה:כדורגלני אמריקה פוטבול קלוב América Móvil אמריקה מוביל América de Cali אמריקה קאלי América de Cali footballers קטגוריה:כדורגלני אמריקה קאלי An Affair to Remember רומן בלתי נשכח An American Hippie in Israel הטרמפיסט An American Prayer An American Prayer An American Werewolf in London זאב אמריקאי בלונדון An American in Paris אמריקאי בפריז An Appeal for Human Rights התנועה לזכויות האזרח של ארצות הברית An Education לחנך את ג'ני An Enemy of the People אויב העם An Equal Music מוזיקה שקולה An Evening with Adele An Evening with Adele An Hyang אן חיאנג An Inconvenient Truth אמת מטרידה An Israeli Love Story סיפור אהבה ארץ ישראלי An Lushan Rebellion מרד אן לושאן An Officer and a Gentleman קצין וג'נטלמן An Unfinished Life חיים בלתי גמורים An Unmarried Woman אשה לא נשואה An-Nahar א-נהאר An-Najah National University אוניברסיטת א-נג'אח An-Naqura א-נאקורה An-Nasir Muhammad מוחמד בן קלאון An-Nasr סורת א-נצר An3t/sandbox אינטרנט Ana Arabia אנה ערביה Ana Beatriz Barros אנה באטריס בארוס Ana Blandiana אנה בלנדיאנה Ana Carolina אנה קרולינה Ana Guevara אנה גווארה Ana Hickmann אנה היקמן Ana Ivanovic אנה איבנוביץ' Ana Mendieta אנה מנדייטה Ana Mulvoy-Ten אנה מולבוי טן Ana Néri אנה נרי Ana Pauker אנה פאוקר Ana Paula Valadão אנה פאולה ולדאו Ana Vidović אנה וידוביץ' Anab ענב Anabaptists אנבפטיזם Anabasis אנבסיס Anabasis articulata יפרוק המדבר Anabatic wind רוח אנאבטית Anabel Medina Garrigues אנבל מדינה גאריגס Anabella Drummond אנבלה דראמונד Anablepidae קטגוריה:ארבע עיניים Anabolic steroid סטרואידים אנאבוליים Anabolism אנאבוליזם Anabta ענבתא Anacamptis collina סחלב השקיק Anacamptis laxiflora סחלב הביצות Anacamptis papilionacea סחלב פרפרני Anacamptis pyramidalis בן-סחלב צריפי Anacardiaceae אלתיים Anacardiaceae קטגוריה:אלתיים Anacharsis אנכארסיס Anachronism אנכרוניזם Anaconda Anaconda Anaconda אנקונדה Anaconda Plan תוכנית אנקונדה Anacostia Community Museum מוזיאון אנקוסטיה Anacreon אנאקראון Anadolu Efes S.K. אנאדולו אפס Anadolu Efes S.K. players קטגוריה:כדורסלני אנאדולו אפס AnadoluJet אנדולוג'ט Anadyr אנאדיר Anaerobic exercise פעילות אנאירובית Anaerobic organism אל-אווירני Anagallis מרגנית Anagallis arvensis מרגנית השדה Anagenesis אנאגנזה Anaglyph 3D טכנולוגיית תלת-ממד Anagoge אנגוגיה Anagram אנגרמה Anaheim Ducks אנהיים דאקס Anahit אנאהיט Anahí אנאהי Anak ענק#הענקים במקרא Anal beads חרוזים אנאליים Anal fissure פיסורה אנאלית Anal sex מין אנאלי Analcime אנלציט Analects המאמרות Analemma אנלמה Analgesic שיכוך כאב Analgesics קטגוריה:משככי כאבים Analog Pussy אנלוג פוסי Analog computer מחשב אנלוגי Analog models of gravity אנלוגיות כבידה Analog-to-digital converter ADC Analogue electronics אלקטרוניקה תקבילית Analogy אנלוגיה Analysis אנליזה Analytic continuation המשכה אנליטית Analytic function פונקציה אנליטית Analytic geometry גאומטריה אנליטית Analytic geometry קטגוריה:גאומטריה אנליטית Analytic number theory קטגוריה:תורת המספרים האנליטית Analytic philosophy פילוסופיה אנליטית Analytical Engine מנוע אנליטי Analytical Graphics אנליטיקל גרפיקס Analytical chemistry כימיה אנליטית Analytical chemistry קטגוריה:כימיה אנליטית Analytical mechanics מכניקה אנליטית Analytical psychology פסיכולוגיה אנליטית Analyze This בואו נדבר על זה Anammox אנמוקס Anamnesis אנמנזה Anamorphosis אנאמורפוזה Anan רב ענן Anan ben David ענן בן דוד Ananda Mahidol מלך תאילנד ראמה השמיני Anandamide אנאנדמיד Anani ben Sason רבי ענני בר ששון Ananias חנינא Ananias son of Nedebaios חנניה בן נדבאי Ananke אננקה Anansi Boys בני אנאנסי Ananus ben Ananus חנן בן חנן Ananyiv אננייב Anapaest אנאפסט Anaphora אנאפורה Anaphrodisiac אן-אפרודיזיאק Anaphylaxis אנפילקסיס Anapsid אנאפסידה Anarcha-feminism אנרכו-פמיניזם Anarchism אנרכיזם Anarchism קטגוריה:אנרכיזם Anarchism and religion אנרכיזם ודת Anarchism and the arts אנרכיזם ואמנות Anarchism in Africa אנרכיזם באפריקה Anarchism in Spain אנרכיזם בספרד Anarchism in the United Kingdom אנרכיזם באנגליה Anarchism sidebar תבנית:אנרכיזם Anarchism without adjectives אנרכיזם ללא תארים Anarchist communism אנרכו-קומוניזם Anarchist symbolism סמלים אנרכיסטיים Anarchists קטגוריה:אנרכיסטים Anarchists Against the Wall אנרכיסטים נגד גדרות Anarcho-capitalism אנרכו-קפיטליזם Anarcho-primitivism אנרכו-פרימיטיביזם Anarcho-punk אנרכו-פאנק Anarcho-syndicalism אנרכו-סינדיקליזם Anarchy אנרכיה Anarkisto משתמש:Anarkisto Anarky אנרכיה Anas ברווז Anas1712 משתמש:Anas1712 Anastacia Anastacia Anastacia אנסטסיה Anastas Mikoyan אנסטאס מיקויאן Anastasia אנסטסיה Anastasia Davydova אנסטסיה דוידובה Anastasia Gloushkov אנסטסיה גלושקוב Anastasia Myskina אנסטסיה מיסקינה Anastasia Pavlyuchenkova אנסטסיה פבליוצ'נקובה Anastasia Prikhodko אנסטסיה פריחודקו Anastasia of Kiev אנסטסיה מקייב Anastasio Somoza אנסטסיו סומוסה Anastasio Somoza Debayle אנסטסיו סומוסה דביילה Anastasios II קיסר האימפריה הביזנטית אנסטסיוס השני Anastasius אנסטסיוס Anastasius I אנסטסיוס הראשון Anastasius II אנסטסיוס השני Anastasius Sinaita אנסטסיוס סינאיטה Anastasius the Fuller אנסטסיוס מנקה הצמר Anastasiya Yermakova אנסטסיה ירמקובה Anastassia Michaeli אנסטסיה מיכאלי Anastomosis השקה Anat ענת Anat Atzmon ענת עצמון Anat Berko ענת ברקו Anat Biletzki ענת בילצקי Anat Cohen ענת כהן Anat Draigor ענת דרייגור Anat Elimelech ענת אלימלך Anat Fort ענת פורט Anat Hoffman ענת הופמן Anat Kamm–Uri Blau affair ענת קם Anat Maor ענת מאור Anat Peleg ענת פלג Anat Saragusti ענת סרגוסטי Anat Zuria ענת צוריה Anathoth ענתות Anatidae ברווזיים Anatidae קטגוריה:ברווזיים Anatinae ברווזים מצויים Anatol Stern אנטול שטרן Anatol Tschepurnoff אנטול טשפורנוף Anatole France אנטול פראנס Anatoli Firsov אנטולי פירסוב Anatoli Papanov אנטולי פפאנוב Anatolian Eagle אנטוליאן איגל Anatolian beyliks הנסיכויות הבייליקיות באנטוליה Anatolian languages שפות אנטוליות Anatolian leopard נמר אנטולי Anatoliy Banishevskiy אנטולי בנישבסקי Anatoliy Byshovets אנטולי בישובץ Anatoliy Demyanenko אנטולי דמיאננקו Anatoliy Serdyukov אנאטולי סרדיוקוב Anatoliy Tymoshchuk אנטולי טימושצ'וק Anatoly Alexandrov אנטולי אלכסנדרוב Anatoly Chubais אנטולי צ'ובאיס Anatoly Efros אנטולי אפרוס Anatoly Karpov אנטולי קרפוב Anatoly Kuznetsov אנטולי קוזנצוב Anatoly Lyadov אנטולי ליאדוב Anatoly Onoprienko אנטולי אונופריינקו Anatoly Perminov אנאטולי פרמינוב Anatoly Rybakov אנטולי ריבקוב Anatoly Shapiro אנטולי שפירו Anatoly Sobchak אנטולי סובצ'ק Anatoly Trofimov אנאטולי טרופימוב Anatoly Vasiliev אנטולי וסילייב Anatomical snuffbox תיבת ההרחה Anatomical terminology אנטומיה - מונחים Anatomists קטגוריה:אנטומיסטים Anatomography Anatomography Anatomy אנטומיה Anatomy קטגוריה:אנטומיה Anatomy of a Murder אנטומיה של רצח Anatomy stubs קטגוריה:קצרמר אנטומיה Anatomy templates קטגוריה:תבניות ניווט - אנטומיה Anaxagoras אנכסגורס Anaxandridas II אנכסנדרידס 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And Close As This And Close As This And Now for Something Completely Different ועכשיו למשהו שונה לגמרי And One And One And Then There Were None עשרה כושים קטנים And Then We Kiss And Then We Kiss And Thou Shalt Love ואהבת And Your Bird Can Sing And Your Bird Can Sing And did those feet in ancient time ירושלים And the Band Played On והתזמורת ממשיכה לנגן And the Mountains Echoed קולות מן ההרים And to Think That I Saw It on Mulberry Street סיפור לא פשוט רחוב תות And yet it moves ואף על פי כן נוע תנוע And/or ו/או Anda אנדה Anda Pinkerfeld Amir אנדה עמיר-פינקרפלד Anda Uldum אנדה אולדום Andalus אנדלוס Andalusi nubah נובה Andalusia אנדלוסיה Andalusia קטגוריה:אנדלוסיה Andalusia Córdoba קורדובה Andalusia Córdoba קטגוריה:קורדובה Andalusian classical music מוזיקה אנדלוסית קלאסית Andalusian cuisine קטגוריה:המטבח האנדלוסי Andalusian culture קטגוריה:אנדלוסיה: תרבות Andalusite אנדלוזיט Andaman אנדמן Andaman Sea ים אנדמן Andaman Sea קטגוריה:ים אנדמן Andaman and Nicobar Islands איי אנדמן וניקובר Andaman 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האנדים Andes קטגוריה:הרי האנדים Andesine אנדסין Andesite אנדזיט Andhra Pradesh אנדרה פרדש Andhra Pradesh קטגוריה:אנדרה פרדש Andhun of Sussex מלך סאסקס אנדהאן Andi Gutmans אנדי גוטמנס Andi Herzog אנדריאס הרצוג Andi Lila אנדי לילה Andicat/Playground אפולו 9 Andie MacDowell אנדי מקדואל Andifs/sandbox אליטליה Andijan אנדיז'ן Andijan Region אנדיז'ן Ando אנדו Andocides אנדוקידס Andoni Goikoetxea Olaskoaga אנדוני גויקוצ'יאה Andoni Zubizarreta אנדוני זוביזרטה Andor Jaross אנדור יארוש Andor Lilienthal אנדור לילינטל Andorian אנדוריאנים Andorra אנדורה Andorra קטגוריה:אנדורה Andorra at the Olympics אנדורה במשחקים האולימפיים Andorra at the Paralympics אנדורה במשחקים הפאראלימפיים Andorra in the Eurovision Song Contest אנדורה באירוויזיון Andorra la Vella אנדורה לה ולה Andorra national football team נבחרת אנדורה בכדורגל Andorra templates קטגוריה:תבניות ניווט - אנדורה Andorran footballers קטגוריה:כדורגלנים אנדורים Andorran people קטגוריה:אנדורה: אישים Andorran politicians קטגוריה:פוליטיקאים אנדורים Andor~enwiki משתמש:Andor Andosol אנדוסול Andradite אנדרדיט Andragogy אנדרגוגיה Andranik Eskandarian אנדרניק אסקנדריאן Andraste אנדרסטה Andre אנדרה Andre Agassi אנדרה אגאסי Andre De Grasse אנדרה דה גראס Andre Drummond אנדרה דראמונד Andre Engels משתמש:Andre Engels Andre Geim אנדריי גיים Andre Hajdu אנדרה היידו Andre Hoffmann אנדרה הופמן Andre Iguodala אנדרה איגודלה Andre Mijatović אנדרה מיאטוביץ' Andre Miller אנדרה מילר Andre Spitzer אנדרי שפיצר Andrea Adami da Bolsena אנדראה אדאמי Andrea Anders אנדראה אנדרס Andrea Bargnani אנדראה ברניאני Andrea Barzagli אנדראה ברצאלי Andrea Bocelli אנדראה בוצ'לי Andrea Bowen אנדריאה בואן Andrea Camilleri אנדראה קמילרי Andrea Commodi אנדריאה קומודי Andrea Corr אנדראה קור Andrea Dandolo אנדראה דאנדולו Andrea Davidovich אנדריאה דוידוביץ' Andrea Del Boca אנדריאה דל בוקה Andrea Doria אנדריאה דוריה Andrea Dovizioso אנדראה דוביציוזו Andrea Dworkin אנדריאה דבורקין Andrea Gabrieli אנדריאה גבריאלי Andrea Gritti אנדראה גריטי Andrea Gyarmati אנדריאה ג'רמטי Andrea Hübner אנדריאה היבנר Andrea Leadsom אנדראה לדסם Andrea Maffei אנדראה מאפאי Andrea Mantegna אנדראה מנטניה Andrea Murez אנדראה מורז Andrea Palladio אנדראה פלדיו Andrea Petkovic אנדריאה פטקוביץ' Andrea Pirlo אנדראה פירלו Andrea Pisano אנדריאה פיזאנו Andrea Poli אנדראה פולי Andrea Pollack אנדריאה פולק Andrea Ranocchia אנדראה ראנוקיה Andrea Riseborough אנדראה רייסבורו Andrea Rossi אנדראה רוסי Andrea Vendramin אנדראה ונדראמין Andrea Zanzotto אנדראה זנזוטו Andrea del Verrocchio אנדריאה דל ורוקיו Andreas אנדראס Andreas Beck אנדראס בק Andreas Blunck אנדראס בלונק Andreas Brehme אנדראס ברמה Andreas Christensen אנדראס כריסטנסן Andreas Feininger אנדראס פיינינגר Andreas Görlitz אנדראס גרליץ Andreas Hinkel אנדראס הינקל Andreas Hofer אנדריאס הופר Andreas Isaksson אנדראס איסאקסון Andreas Ivanschitz אנדראס איבנשיץ Andreas Johnson אנדראס יונסון Andreas Katsulas אנדריאס קטסולאס Andreas Klöden אנדראס קלודן Andreas Krieger אנדראס קריגר Andreas Köpke אנדראס קפקה Andreas Miaoulis אנדריאס מיאוליס Andreas Mogensen אנדראס מוגנסן Andreas Möller אנדראס מולר Andreas Ottl אנדראס אוטל Andreas Rosendahl אנדראס רוזנדל Andreas Samaris אנדראס סמאריס Andreas Scholl אנדריאס שול Andreas Sigismund Marggraf אנדריאס זיגיסמונד מרגרף Andreas Thom אנדראס תום Andreas Thorkildsen אנדראס ת'ורקילדסן Andreas Vesalius אנדריאס וסאליוס Andreas Vollenweider אנדראס וולנוויידר Andreas Weimann אנדראס ויימן Andrei Alekseyevich Ivanov אנדריי איבנוב Andrei Amalrik אנדרי אמלריק Andrei Bely אנדריי ביילי Andrei Broder אנדרי ברודר Andrei Chikatilo אנדריי צ'יקטילו Andrei Codrescu אנדרי קודרסקו Andrei Grechko אנדריי גרצ'קו Andrei Gromyko אנדריי גרומיקו Andrei Kanchelskis אנדריי קנצ'לסקיס Andrei Khomutov אנדריי חומוטוב Andrei Kirilenko אנדריי קירילנקו Andrei Linde אנדריי לינדה Andrei Marga אנדריי מארגה Andrei Mironov אנדריי מירונוב Andrei Oișteanu אנדריי אוישטיאנו Andrei Okounkov אנדריי אוקונקוב Andrei Peteleu אנדריי פטלאו Andrei Platonov אנדריי פלטונוב Andrei Prepeliță אנדריי פרפליצה Andrei Rublev אנדרי רובליוב Andrei Ryabushkin אנדרי ריאבושקין Andrei Sakharov אנדריי סחרוב Andrei Shleifer אנדריי שלייפר Andrei Sinyavsky אנדריי סיניאבסקי Andrei Tarkovsky אנדריי טרקובסקי Andrei Tupolev אנדריי טופולב Andrei Voznesensky אנדריי ווזנסנסקי Andrei Zhdanov אנדריי ז'דאנוב Andrei Zhelyabov אנדריי ז'ליאבוב Andrej Dyńko אנדריי דינקו Andrej Kiska אנדריי קיסקה Andrej Komac אנדריי קומאץ Andreja Preger אנדריה פרגר Andrejs Prohorenkovs אנדראס פרוחורנקובס Andres Oper אנדרס אופר Andres Tarand אנדרס טאראנד Andreu Fontàs אנדראו פונטאס Andrew Abbott אנדרו אבוט Andrew Bell אנדרו בל Andrew Bird אנדרו בירד Andrew Bogut אנדרו בוגוט Andrew Bovell אנדרו בובל Andrew Breitbart אנדרו ברייטברט Andrew Bynum אנדרו ביינום Andrew Caldecott אנדרו קולדקוט Andrew Carnegie אנדרו קרנגי Andrew Cohen אנדרו כהן Andrew Cuomo אנדרו קואומו Andrew Davis אנדרו דייוויס Andrew Fire אנדרו פייר Andrew Fisher אנדרו פישר Andrew Garfield אנדרו גארפילד Andrew Gaze אנדרו גייז Andrew Grove אנדי גרוב Andrew Holness אנדרו הולנס Andrew Huxley אנדרו האקסלי Andrew II of Hungary מלך הונגריה אנדראש השני Andrew Irvine אנדרו אירווין Andrew Jackson אנדרו ג'קסון Andrew Johnson אנדרו ג'ונסון Andrew Kim Taegon אנדרו קים טאה-גון Andrew Latimer אנדרו לאטימר Andrew Lincoln אנדרו לינקולן Andrew Litton אנדרו ליטון Andrew Lloyd Webber אנדרו לויד ובר Andrew Lloyd Webber תבנית:אנדרו לויד ובר Andrew Loog Oldham אנדרו לוג אולדהם Andrew Luck אנדרו לאק Andrew Marriner אנדרו מרינר Andrew Mellon אנדרו ויליאם מלון Andrew Motion אנדרו מושן Andrew Parrott אנדרו פארוט Andrew Ray אנדרו ריי Andrew Sachs אנדרו סאקס Andrew Sarris אנדרו סאריס Andrew Scott אנדרו סקוט Andrew Valmon אנדרו ואלמון Andrew Viterbi אנדרו ויטרבי Andrew Wiggins אנדרו ויגינס Andrew Wiles אנדרו ויילס Andrew Wisniewski אנדרו ויזנייבסקי Andrew Wood אנדרו ווד Andrew Yao אנדרו יאו Andrew Young אנדרו יאנג Andrew the Apostle אנדראס הקדוש Andrew-Lee Potts אנדרו לי פוטס Andrewmp/sandbox/Bloomberg Businessweek ביזנסוויק Andrews אנדרוז Andrews' beaked whale לווייתן מקור אנדרו Andrewsarchus אנדרוסארכוס Andrey Arshavin אנדריי ארשאבין Andrey Astrowski אנדריי אוסטרובסקי Andrey Bogolyubsky נסיך ולדימיר אנדרי בוגולובסקי Andrey Borodin User:Andrey Borodin Andrey II of Vladimir נסיך ולדימיר אנדרי השני Andrey Kolmogorov אנדריי קולמוגורוב Andrey Korotayev אנדריי קורוטאייב Andrey Kurbsky אנדרי קורבסקי Andrey Kurkov אנדרי קורקוב Andrey Lavrov אנדריי לברוב Andrey Lukanov אנדריי לוקאנוב Andrey Lyapchev אנדריי ליאפצ'ב Andrey Makarevich אנדריי מקרביץ' Andrey Markov אנדריי מרקוב Andrey Myagkov אנדריי מייגקוב Andrey Nikolayevich Tikhonov אנדריי טיכונוף Andrey Osterman אנדריי אוסטרמן Andrey Petrov אנדריי פטרוב Andrey Sheptytsky אנדריי שפטיצקי Andrey Silnov אנדריי סילנוב Andrey Tikhonov אנדריי טיחונוב Andrey Toshev אנדריי טושב Andrey Vlasov אנדריי ולאסוב Andrey Vorontsevich אנדריי וורונטסביץ' Andrey Vyshinsky אנדריי וישינסקי Andrey Yeryomenko אנדריי יריומנקו Andrey Zvyagintsev אנדריי זוויאגינצב Andrey of Gorodets נסיך ולדימיר אנדרי השלישי Andreyas קיסר אתיופיה אנדראיאס Andria אנדריה Andria Balanchivadze אנדריה בלנצ'יוודזה Andria Dadiani אנדריי דדיאני Andrias סלמנדרת ענק Andrias scheuchzeri סלמנדרת שויכצרי Andrija Artuković אנדריה ארטוקוביץ' Andrija Mohorovičić אנדריה מוהורוביצ'יץ' Andrija Puharich אנדריאה פוהריץ' Andrija Žižić אנדריאה ז'יז'יץ' Andris Biedriņš אנדריס ביידרינש Andris Bērziņš אנדריס ברזינש Andrius Kubilius אנדריוס קוביליוס Andriy Bal אנדריי באל Andriy Mischenko אנדריי מישצ'נקו Andriy Nesmachniy אנדריי נסמצ'ני Andriy Pyatov אנדריי פיאטוב Andriy Pylyavskyi אנדריי פילאבסקי Andriy Shevchenko אנדריי שבצ'נקו Andriy Voronin אנדריי וורונין Andriy Yarmolenko אנדריי ירמולנקו Andriyan Nikolayev אנדרייאן ניקולאייב Androcles אנדרוקלס Androgen אנדרוגן Androgyne אנדרוגינוס Androgyny אנדרוגינוס Android אנדרואיד Android קטגוריה:אנדרואיד Android קטגוריה:מכשירי אנדרואיד Android Auto Android Auto Android Lollipop אנדרואיד לוליפופ Android Marshmallow אנדרואיד מרשמלו Android TV Android TV Android Wear Android Wear Andromeda אנדרומדה Andromeda קטגוריה:קבוצת הכוכבים אנדרומדה Andromeda Chained to the Rocks אנדרומדה כבולה אל הסלעים Andromeda Galaxy גלקסיית אנדרומדה Andromeda VIII אנדרומדה VIII Andropause גיל המעבר אצל גברים Andros אנדרוס Andros Town אנדרוס טאון Androsterone אנדרוסטרון Andrus Ansip אנדרוס אנסיפ Andry Rajoelina אנדרי רג'ואלינה Andrychów אנדריכוב Andrzej Buncol אנדז'יי בונצול Andrzej Duda אנדז'יי דודה Andrzej Juskowiak אנדז'יי יוסקוביאק Andrzej Kubica אנדז'יי קוביקה Andrzej Majewski אנדז'יי מייבסקי Andrzej Panufnik אנדז'יי פאנופניק Andrzej Wajda אנדז'יי ויידה András Hargitay אנדראש הרגיטאי András Ligeti אנדראש ליגטי András Schiff אנדרש שיף András Székely אנדראש סקלי Andrássy út שדרת אנדראשי André Ayew אנדרה איו André Azoulay אנדרה אזולאי André Bazin אנדרה באזאן André Biyogo Poko אנדרה פוקו André Bloch אנדרי בלוך André Brahic אנדרה בראיק André Brasil אנדרה ברזיל André Breton אנדרה ברטון André Brink אנדרה ברינק André Campra אנדרה קאמפרה André Chouraqui נתן אנדרה שוראקי André Chénier אנדרה שנייה André Chéron אנדרה שרון André Citroën אנדרה סיטרואן André Claveau אנדרה קלאבו André Cluytens אנדרה קלויטנס André Comte-Sponville אנדרה קונט-ספונוויל André Corap אנדרה קוראפ André Derain אנדרה דרן André Gertler אנדרה גרטלר André Gide אנדרה ז'יד André Glucksmann אנדרה גליקסמן André Gomes אנדרה גומש André Green אנדרה גרין André Grétry אנדרה מודסט גרטרי André Hahn אנדרה האן André Jolivet אנדרה ז'וליבה André Kertész אנדרה קרטס André Kuipers אנדרה קויפרס André Le Nôtre אנדרה לה נוטר André Lichnerowicz אנדרה ליכנרוביץ' André Malraux אנדרה מאלרו André Marty אנדרה מארטי André Masson אנדרה מסון André Masséna אנדרה מסנה André Maurois אנדרה מורואה André Messager אנדרה מסאז'ה André Michel Lwoff אנדרה לווף André Navarra אנדרה נאווארה André Neher אנדרה נהר André Philip אנדרה פיליפ André Previn אנדרה פרווין André Rieu אנדרה ריו André Roberson אנדרה רוברסון André Schembri אנדרה שמברי André Schwarz-Bart אנדרה שוורץ-בארט André Schürrle אנדרה שורלה André Soltner אנדרה סולטנר André Villas-Boas אנדרה וילאש בואש André Weil אנדרה וייל André de Vanny אנדרה דה ואני André the Giant אנדרה הענק André-Marie Ampère אנדרה מרי אמפר André-Pierre Gignac אנדרה פייר ז'יניאק Andrée Geulen-Herscovici אנדרה גלן-הרשקוביצ'י Andréia Suntaque אנדראה Andrés D'Alessandro אנדרס ד'אלסנדרו Andrés Escobar אנדרס אסקובר Andrés Guardado אנדרס גוארדאדו Andrés Iniesta אנדרס אינייסטה Andrés Mendoza אנדרס אוגוסטו מנדוסה Andrés Nin אנדראו נין Andrés Nocioni אנדרס נוצ'יוני Andrés Palop אנדרס פאלופ Andrés Pastrana Arango אנדרס פאסטראנה אראנגו Andrés Segovia אנדרס סגוביה Andrés Túñez אנדרס טונייס Andrés de Urdaneta אנדרס דה אורדאנטה Andy Burnham אנדי בורנהאם Andy Caldecott אנדי קאלדקוט Andy Carroll אנדי קארול Andy Cole אנדי קול Andy Dick אנדי דיק Andy Ducat אנדי דוקאט Andy Fletcher אנדרו פלטשר Andy García אנדי גרסיה Andy Gibb אנדי גיב Andy Goldsworthy אנדי גולדוורת'י Andy Gray אנדי גריי Andy Kaufman אנדי קאופמן Andy Kennedy אנדי קנדי Andy King אנדי קינג Andy Linighan אנדי ליניגן Andy McNab אנדי מקנב Andy Milligan אנדי מיליגן Andy Murray אנדי מארי Andy Najar אנדי נחאר Andy Palacio אנדי פאלאסיו Andy Phillip אנדי פיליפ Andy Ram אנדי רם Andy Roddick אנדי רודיק Andy Rooney אנדי רוני Andy Rourke אנדי רורק Andy Rubin אנדי רובין Andy Samberg אנדי סמברג Andy Schleck אנדי שלק Andy Selva אנדי סלבה Andy Serkis אנדי סירקיס Andy Timmons אנדי טימונס Andy Warhol אנדי וורהול Andy Warhol קטגוריה:אנדי וורהול Andy Williams אנדי ויליאמס Andy van der Meyde אנדי ואן דר מיידה Andyfrost73 הנפילה AndyvandenHeuvel Andy van den Heuvel Ane Brun אן ברון Anecdotal evidence ראיה אנקדוטלית Anecdote אנקדוטה Anegada אנגאדה Aneinu תפילת עננו Anem עין גנים Anemia אנמיה Anemia of chronic disease אנמיה ממחלה כרונית Anemometer מד רוח Anemone כלנית Anemone coronaria כלנית מצויה Anencephaly אנאנצפלוס Aner אשכול וממרא ענר Aner Shalev ענר שלו Anerood Jugnauth אנירוד ג'וגנת Anesthesia הרדמה Anesthesia awareness מודעות בזמן הרדמה Anesthesiologist רופא מרדים Anesthetic תרופות להרדמה Anestis Delias אנסטיס דליאס Anette Olzon אנט אולזון Aneuploidy אנאפלואידיה Aneurin Bevan אניירין בוואן Aneurysm מפרצת Anextiomarus אנקסטיומארוס Anfield אצטדיון אנפילד Anfinsen's dogma הדוגמה של אנפינסן Anfisa Reztsova אנפיסה רזצובה Ang Lee אנג לי Ang Lee תבנית:סרטי אנג לי AngChenrui/Workshop/III רנדי פאוש Angara אנגרה Angara River אנגרה Angaur אנגאור Angband אנגבנד Angel אנג'ל Angel מלאך Angel Bakeries מאפיות אנג'ל Angel Dust Angel Dust Angel Falls מפל אנחל Angel Wagenstein אנג'ל ואגנשטיין Angel food cake עוגת מזון מלאכים Angel investor אנג'ל Angel of Death Angel of Death Angel of the North מלאך הצפון Angel shark כריש מלאך Angel's Egg ביצת המלאך Angela אנג'לה Angela Bassett אנג'לה באסט Angela Buxton אנג'לה בקסטון Angela Davis אנג'לה דייוויס Angela Gheorghiu אנג'לה גאורגיו Angela Gossow אנגלה גוסו Angela Hewitt אנג'לה יואיט Angela Lansbury אנג'לה לאנסברי Angela Merkel אנגלה מרקל Angela Pleasence אנג'לה פלזנס Angela Postma אנגלה פוסטמה Angela Thorne אנג'לה ת'ורן Angela Visser אנגלה ויסר Angela Voigt אנגלה פויגט Angela's Ashes האפר של אנג'לה Angelcorpse אנג'לקורפס Angeleyes Angeleyes Angelica Balabanoff אנג'ליקה באלאבנוב Angelica Bridges אנג'ליקה ברידג'ס Angelica Kauffman אנג'ליקה קאופמן Angelica Rozeanu אנג'ליקה רוזיאנו Angelica Singleton Van Buren אנג'ליקה ואן ביורן Angelicerin17 תבנית:משתמש נשוי Angelika Sher אנג'ליקה שר Angelina Jolie אנג'לינה ג'ולי Angelique Kerber אנגליקה קרבר Angellore Angellore Angelman syndrome תסמונת אנגלמן Angelo Badalamenti אנג'לו בדלמנטי Angelo Di Livio אנג'לו די ליוויו Angelo Errichetti אנג'לו הריצ'טי Angelo Mariani אנג'לו מריאני Angelo Peruzzi אנג'לו פרוצי Angelo Rotta אנג'לו רוטה Angelo Schiavio אנג'לו סקיאביו Angelo Taylor אנג'לו טיילור Angelos Basinas אנגלוס באסינס Angelos Charisteas אנגלוס חריסטיאס Angelos Evert אנגלוס אוורט Angels Angels Angels קטגוריה:מלאכים Angels & Demons מלאכים ושדים Angels in America: A Gay Fantasia on National Themes מלאכים באמריקה Angels in Christianity קטגוריה:מלאכים בנצרות Angels in Judaism קטגוריה:מלאכים ביהדות Angels on horseback מלאכים על סוסים Angelus Novus אנגלוס נובוס Anger כעס Anger Management סדנה לעצבים Angers אנז'ה Angers SCO אנז'ה Angers SCO players קטגוריה:כדורגלני אנז'ה Anghiari אנגיארי Angie Angie Angie Dickinson אנג'י דיקנסון Angie Everhart אנג'י אברהארט Angie Zapata אנג'י זפאטה Angina אנגינה Angina pectoris תעוקת לב Angiogenesis אנגיוגנזה Angiology אנגיולוגיה Angioplasty אנגיופלסטיה Angiosperms קטגוריה:בעלי פרחים Angiotensin אנגיוטנסין Angiotensin II receptor antagonist חוסמי הקולטן לאנגיוטנסין II Angiotensin-converting enzyme ACE Angkor אנגקור Angkor Thom אנגקור תום Angkor Wat אנגקור ואט Angle זווית Angle קטגוריה:זוויות Angle bisector חוצה זווית Angle bisector theorem משפט חוצה הזווית Angle grinder דיסק חיתוך Angle of attack זווית התקפה Angle of repose זווית השיפוע הטבעי Angle trisection שילוש זווית Anglerfish חכאים Anglesey אנגלסי Anglesey קטגוריה:אנגלסי Anglic languages שפות אנגליות Anglican Communion השיתוף האנגליקני Anglican Communion church bodies קטגוריה:הכנסייה האנגליקנית Anglicisation אינגלוז Anglo-America אנגלו-אמריקה Anglo-American Cataloguing Rules כללי הקיטלוג האנגלו-אמריקאים Anglo-American Committee of Inquiry ועדת החקירה האנגלו-אמריקאית לענייני ארץ ישראל Anglo-Dutch Wars מלחמות הולנד-אנגליה Anglo-Egyptian War המלחמה האנגלו-מצרית Anglo-Egyptian treaty of 1936 ההסכם האנגלו-מצרי Anglo-Ethiopian Agreement ההסכם האנגלו-אתיופי Anglo-Ethiopian Treaty of 1897 ההסכם האנגלו-אתיופי Anglo-Frisian languages קטגוריה:שפות אנגלו-פריזיות Anglo-Iraqi Treaty ההסכם האנגלו-עיראקי Anglo-Iraqi War המלחמה האנגלו-עיראקית Anglo-Irish Treaty האמנה האנגלו אירית Anglo-Japanese Alliance הברית האנגלו-יפנית Anglo-Japanese Treaty of Commerce and Navigation האמנה האנגלו-יפנית של מסחר וניווט Anglo-Jewish Association ההתאחדות האנגלו-יהודית Anglo-Normans ממלכת אנגליה הנורמנית Anglo-Persian Agreement ההסכם האנגלו-איראני Anglo-Persian War המלחמה האנגלו-פרסית Anglo-Saxon royal genealogies מלך ברניקיה אאופה Anglo-Saxons אנגלו-סקסים Anglo-Scottish Cup הגביע האנגלו-סקוטי Anglo-Soviet invasion of Iran הפלישה הבריטית-סובייטית לאיראן Anglo-Spanish War מלחמת אנגליה-ספרד Anglo-Zanzibar War מלחמת אנגליה-זנזיבר Anglo-Zulu War מלחמת הזולו Anglophile אנגלופיליה Angola אנגולה Angola קטגוריה:אנגולה Angola at the Olympics אנגולה במשחקים האולימפיים Angola at the Paralympics אנגולה במשחקים הפאראלימפיים Angola colobus קולובוס אנגולה Angola national basketball team נבחרת אנגולה בכדורסל Angola national football team נבחרת אנגולה בכדורגל Angola women's national basketball team נבחרת אנגולה בכדורסל נשים Angolan Civil War מלחמת האזרחים באנגולה Angolan culture קטגוריה:אנגולה: תרבות Angolan footballers קטגוריה:כדורגלנים אנגולים Angolan genet גחן אנגולי Angolan giraffe ג'ירף אנגולי Angolan kusimanse קוסימן אנגולי Angolan kwanza קוואנזה Angolan literature קטגוריה:ספרות אנגולית Angolan people קטגוריה:אנגולים Angolan poets קטגוריה:משוררים אנגולים Angolan politicians קטגוריה:פוליטיקאים אנגולים Angolan slender mongoose נמייה דקה אנגולית Angola–Israel relations יחסי אנגולה-ישראל Angostura bitters אנגוסטורה ביטרס Angoulême אנגולם Angoulême Cathedral הקתדרלה של אנגולם Angra Mainyu אהרימן Angra Nuclear Power Plant אנגרה Angra do Heroísmo אנגרה דו אירואיז'מו Angrboða אנגרבודה Angry Birds אנגרי בירדס Angry Birds Star Wars II Angry Birds Star Wars II Angry Chair Angry Chair Angry Video Game Nerd חנון המשחקים הזועם Angst ייאוש Anguidae קמטניים Anguids קטגוריה:קמטניים Anguilla אנגווילה Anguilla קטגוריה:אנגווילה Anguilla The Valley הוואלי Anguilla national football team נבחרת אנגווילה בכדורגל Anguillidae צלופחיים Anguilliformes קטגוריה:צלופחאים Anguimorpha דמויי קמטן Angular acceleration תאוצה זוויתית Angular diameter קוטר זוויתי Angular momentum תנע זוויתי Angular resolution רזולוציה אופטית Angular velocity מהירות זוויתית AngularJS AngularJS Angulate tortoise צב קשותי Angus Deaton אנגוס דיטון Angus Jones אנגוס ג'ונס Angus King אנגוס קינג Angus Macfadyen אנגוס מק'פיידן Angus McKinnon אנגוס מקינון Angus Young אנגוס יאנג Angusmclellan/Columba קולומבה Anhedonia אנהדוניה Anheuser-Busch אנהאוזר-בוש Anheuser-Busch InBev AB InBev Anhimidae קטגוריה:קמיקיים Anhinga נחשון אמריקאי Anhingidae קטגוריה:נחשוניים Anhui אנחווי Anhui קטגוריה:אנחווי Anhydrite אנהידריט Ani אני Ani DiFranco אני דיפרנקו Ani Esayan Radiosity Ani Esayan/avazarkx Radiosity Ani Kavafian אני קוואפיאן Ani'am אניעם Ania Bukstein אניה בוקשטיין Aniane אניאן Anil Kapoor אניל קאפור Anilai and Asinai מרד חנילאי וחסינאי Aniliidae אניליוס Aniline אנילין Anilines קטגוריה:אנילינים Anim Zemirot שיר הכבוד Anim synagogue חורבת ענים#בית הכנסת Anima אנימה Anima and animus אנימה Animal Animal Animal בעלי חיים Animal חיה Animal Collective Animal Collective Animal Farm חוות החיות Animal House בית החיות Animal Liberation שחרור בעלי-החיים Animal Liberation Front החזית לשחרור בעלי חיים Animal anatomy קטגוריה:זואוטומיה Animal cognition אינטליגנציה בבעלי חיים Animal consciousness תודעת בעלי חיים Animal deities קטגוריה:אלילי בעלי חיים Animal diseases קטגוריה:מחלות בעלי חיים Animal equipment קטגוריה:ציוד לבעלי חיים Animal glue דבק עצמות Animal goddesses קטגוריה:אלות בעלי חיים Animal gods קטגוריה:אלי בעלי חיים Animal husbandry גידול בעלי חיים Animal infobox templates קטגוריה:תבניות פרמטריות - בעלי חיים Animal intelligence קטגוריה:אינטליגנציה בבעלי חיים Animal locomotion קטגוריה:תנועת בעלי חיים Animal migration נדידת בעלי חיים Animal product מוצרים מהחי Animal products קטגוריה:מוצרים מן החי Animal rights זכויות בעלי חיים Animal rights קטגוריה:זכויות בעלי חיים Animal rights advocates קטגוריה:פעילי זכויות בעלי חיים Animal rights and the Holocaust זכויות בעלי חיים והשואה Animal rights movement התנועה לזכויות בעלי חיים Animal rights movement קטגוריה:ארגוני בעלי חיים Animal shelter בית מחסה לחיות בית Animal slaughter שחיטה Animal stubs קטגוריה:קצרמר בעלי חיים Animal templates קטגוריה:תבניות ניווט - בעלי חיים Animal testing ניסויים בבעלי חיים Animal testing קטגוריה:ניסויים בבעלי חיים Animal welfare רווחת בעלי חיים Animal-assisted therapy טיפול בעזרת בעלי חיים Animalia אנימליה Animals Animals Animals פורטל:בעלי חיים Animals קטגוריה:בעלי חיים Animals as Leaders Animals as Leaders Animals in War Memorial האנדרטה לבעלי חיים במלחמה Animals in art קטגוריה:בעלי חיים באמנות Animals in popular culture קטגוריה:בעלי חיים בתרבות Animals in the Bible בעלי חיים בתנ"ך Animaniacs אנימניאקס Animated characters קטגוריה:דמויות אנימציה Animated comedy films קטגוריה:סרטי קומדיה מצוירים Animated documentary סרט תיעודי מונפש Animated film directors קטגוריה:במאי סרטי אנימציה Animated film series קטגוריה:סדרות סרטי אנימציה Animated films קטגוריה:סרטי הנפשה Animated musical films קטגוריה:סרטים מוזיקליים מצוירים Animated short films קטגוריה:סרטים קצרים מונפשים Animated television series קטגוריה:סדרות מצוירות Animation הנפשה Animation קטגוריה:הנפשה Animation software קטגוריה:תוכנות אנימציה Animation studios קטגוריה:אולפני הנפשה Animator אנימטור Animators קטגוריה:אנימטורים Anime אנימה Anime קטגוריה:אנימה Anime and Manga ספר:אנימה ומאנגה Anime and manga terminology קטגוריה:מונחי מאנגה ואנימה Anime companies קטגוריה:חברות אנימה Anime films קטגוריה:סרטי אנימה Anime industry קטגוריה:תעשיית האנימה Anime series קטגוריה:סדרות אנימה Anime television series by decade קטגוריה:סדרות אנימה לפי עשור Animism אנימיזם Animism קטגוריה:אנימיזם Animistic fallacy כזב אנימיסטי Animists קטגוריה:אנימיסטים Animorphs אנימורפס Animpatrol משתמש:Animpatrol Aninush User:Aninush Anions קטגוריה:אניונים Anis Boussaïdi אניס בוסאידי Anis drinks משקאות אניס Anisa Makhlouf אניסה מח'לוף Anise אניס Anise liqueurs and spirits קטגוריה:משקאות אניס Anisfield-Wolf Book Award פרס אניספילד-וולף Anish Giri אניש גירי Anish Kapoor אניש קאפור Anisotropy אנאיזוטרופיות Anita Borg אניטה בורג Anita Brookner אניטה ברוקנר Anita Bryant אניטה בריאנט Anita Desai אניטה דסאי Anita Ekberg אניטה אקברג Anita Hill אניטה היל Anita Lonsbrough אניטה לונסברו Anita O'Day אניטה או'דיי Anita Pallenberg אניטה פלנברג Anita Sarkeesian אניטה סרקיזיאן Anita Shapira אניטה שפירא Anita Włodarczyk אניטה ולודרצ'יק Anita Zarnowiecki אניטה זרנוביצקי Anitta אניתש Anișoara Cușmir-Stanciu אנישוארה קושמיר-סטנצ'ו Anja Mittag אניה מיטאג Anja Rubik אניה רוביק Anja Salomonowitz אניה סלומונוביץ Anjani אנג'אני Anjelica Huston אנג'ליקה יוסטון Anjelika Akbar אנג'ליקה אכבר Anjem Choudary אנג'ם צ'ודארי Anjou אנז'ו Anjulie אנג'ולי Anjuta Anjuta Ankara אנקרה Ankara קטגוריה:אנקרה Ankara Arena אנקרה ארנה Ankara Metro הרכבת התחתית של אנקרה Ankara Province אנקרה Anke Van dermeersch אנקה ואן דרמירס Ankh ענח' Ankhesenamun אנכי שנה-אמון Ankle קרסול Ankle jerk reflex רפלקס הקרסול Ankle monitor אזיקים אלקטרוניים Ankole-Watusi וטוסי Ankyloglossia לשון קשורה Ankylosauria אנקילוזאוריה Ankylosauridae אנקילוזאוריים Ankylosaurs קטגוריה:אנקילוזאוריה Ankylosaurus אנקילוזאורוס Ankylosing spondylitis דלקת חוליות מקשחת Ann Bannon אן באנון Ann Coulter אן קולטר Ann Curtis אן קרטיס Ann Jillian אן ג'יליאן Ann Kristin Aarønes אן קריסטין אהרונס Ann Leckie אן לקי Ann Noble גלגל הריחות Ann Packer אן פאקר Ann Packer אן פקר Ann Radcliffe אן רדקליף Ann Sothern אן סאות'רן Ann Wolfe אן וולף Ann-Margret אן מרגרט Ann-Marie MacDonald אן-מרי מקדונלד Anna Anna Anna אנה Anna Akhmatova אנה אחמטובה Anna Anka אנה אנקה Anna Atkins אנה אטקינס Anna Azari אנה אזרי Anna Bader אנה בדר Anna Bergendahl אנה ברגנדהאל Anna Boch אנה בוש Anna Bolena אנה בולנה Anna Borkowska אנה בורקובסקה Anna Chakvetadze אנה צ'קבטדזה Anna Chancellor אנה צ'נסלור Anna Chapman אנה צ'פמן Anna Chicherova אנה צ'יצ'רובה Anna Chromý אנה כרומי Anna Dresden-Polak אנה דרזדן-פולק Anna Ehn אנה אן Anna Enquist אנה אנקוויסט Anna Faris אנה פריס Anna Fitziu אנה פיציו Anna Freud אנה פרויד Anna Friel אנה פריל Anna Gostomelsky אניה גוסטומלסקי Anna Gunn אנה גאן Anna Harrison אן הריסון Anna Hedvig Büll אנה הדוויג בול Anna Jagiellon אנה יגיילונקה Anna Karenina אנה קארנינה Anna Karina אנה קארינה Anna Kavan אנה קוואן Anna Kendrick אנה קנדריק Anna Komnene אנה קומננה Anna Kournikova אנה קורניקובה Anna Langfus אנה לנגפוס Anna Lee Fisher אנה לי פישר Anna Leopoldovna אנה לאופולדובנה Anna Lindh אנה לינד Anna Madeley אנה מאדלי Anna Magdalena Bach אנה מגדלנה באך Anna Magnani אנה מניאני Anna Margolin אנה מרגולין Anna Maria Jopek אנה מריה יופק Anna Maria Mozart אנה מריה מוצרט Anna Maria van Schurman אנה מריה ון שורמן Anna Massey אנה מאסי Anna Maxwell Martin אנה מקסוול מרטין Anna Moffo אנה מופו Anna Muzychuk האנה מוזיצ'וק Anna Netrebko אנה נטרבקו Anna Nicole Smith אנה ניקול סמית' Anna O. אנה או Anna Paquin אנה פקווין Anna Pavlova אנה פבלובה Anna Petersen אנה פטרסן Anna Politkovskaya אנה פוליטקובסקיה Anna Popplewell אנה פופלוול Anna Reid אנה ריד Anna Riwkin-Brick חנה ריבקין-בריק Anna Rossinelli אנה רוסינלי Anna Seghers אנה זגרס Anna Sewell אנה סואל Anna Sipos אנה שיפוש Anna Smashnova אנה סמשנובה Anna Sokolow אנה סוקולוב Anna Ticho אנה טיכו Anna Torv אנה טורב Anna Tsuchiya אנה טסוצ'יה Anna Ushenina אנה אושנינה Anna Veith אנה פנינגר Anna Walentynowicz אנה ולנטינוביץ' Anna Weizmann אנה ויצמן Anna Wintour אנה וינטור Anna Yegorova אנה יגורובה Anna Yesipova אנה יסיפובה Anna of Russia קיסרית רוסיה אנה Anna Świrszczyńska אנה סווירשצ'ינסקה Anna's hummingbird קוליברי אנה Anna-Lena Grönefeld אנה-לנה גרונפלד AnnaLynne McCord אנ'לין מק'קורד AnnaSophia Robb אנה-סופיה רוב Annabel Lee אנבל לי Annabeth Gish אנבת' גיש Annalen der Physik Annalen der Physik Annales School אסכולת האנאל Annalisa Ventola/Sandbox פאראפסיכולוגיה Annalise Keating אנאליס קיטינג Annals ספרי השנים Annals of Mathematics Annals of Mathematics Annals of Tigernach דברי ימי טיגרנאך Annals of Ulster דברי ימי אלסטר Annals of the Four Masters דברי ימי ממלכת אירלנד Annamay Pierse אנאמיי פירס Annapolis אנאפוליס Annapolis Conference ועידת אנאפוליס Annapurna אנאפורנה Annas חנן בן שת Annatto/Sandbox/Monday יום שישי Annatto/Sandbox/Thursday יום חמישי Annatto/Sandbox/Tuesday יום שלישי Annatto/Sandbox/Wednesday יום רביעי Annatto/Sandbox/days יום שישי Anne Applebaum אן אפלבאום Anne Archer אן ארצ'ר Anne Bancroft אן בנקרופט Anne Baxter אן בקסטר Anne Boleyn אן בוליין Anne Bonny אן בוני Anne Brontë אן ברונטה Anne Donovan אן דונובן Anne Dudek אן דודק Anne Enright אן אנרייט Anne Fausto-Sterling אן פאוסטו סטרלינג Anne Frank אנה פרנק Anne Frank קטגוריה:אנה פרנק Anne Frank תבנית:אנה פרנק Anne Frank Educational Centre מרכז חינוכי אנה פרנק Anne Frank House בית אנה פרנק Anne Frank tree העץ של אנה פרנק Anne Geneviève de Bourbon אן ז'נבייב דה בורבון-קונדה Anne Golon אן גולון Anne Hathaway אן האת'וויי Anne Heche אן הייש Anne Hidalgo אן אידלגו Anne Hutchinson אן הצ'ינסון Anne Hyde אן הייד Anne Lamott אן למוט Anne LeBaron אן לה-ברון Anne Marie d'Orléans אן מארי ד'אורליאן Anne McCaffrey אן מק'קפרי Anne McLaren אן מק'לארן Anne Mäkinen אן מאקינן Anne Neville אן נוויל Anne Ottenbrite אן אוטנברייט Anne Parillaud אן פריו Anne Ramsey אן רמזי Anne Reid אן ריד Anne Rice אן רייס Anne Robert Jacques Turgot אן רובר ז'אק טורגו Anne Sexton אן סקסטון Anne Shirley אן שרלי Anne Sinclair אן סינקלייר Anne Sofie von Otter אן סופי פון אוטר Anne Stallybrass אן סטליבראס Anne Sullivan אן סאליבן Anne Treisman אן טריזמן Anne de Montmorency אן דה מונמורנסי Anne de Pisseleu d'Heilly אן דה פיסלה Anne of Austria אן מאוסטריה Anne of Avonlea אן מאבונלי Anne of Brittany אן מברטאן Anne of Cleves אן מקליווס Anne of Denmark נסיכת דנמרק אן Anne of Green Gables האסופית Anne of the Island אן שרלי: הנערה מן האי Anne of the Thousand Days אן של אלף הימים Anne's House of Dreams בית החלומות של אן Anne-Louis Girodet de Roussy-Trioson אן-לואי ז'ירודה דה רוסי-טריוזון Anne-Marie David אן-מארי דוד Anne-Marie Duff אן-מארי דאף Anne-Sophie Brasme אן-סופי בראסם Anne-Sophie Mutter אן-סופי מוטר Anne-Sophie Pic אן-סופי פיק Annegret Richter אנגרט ריכטר Anneli Jäätteenmäki אנלי יטנמקי Annelid תולעים טבעתיות Annelids קטגוריה:תולעים טבעתיות Annelie Ehrhardt אנלי ארהרדט Anneliese Michel אנליזה מישל Anneliese van der Pol אנליס ואן דר פול Annemarie Jacir אן-מרי ג'אסיר Annemarie Schimmel אנמארי שימל Annenkov Island אננקוב Annetta Grodner אנטה גרודנר Annette Bening אנט בנינג Annette Crosbie אנט קרוסבי Annette Kellermann אנט קלרמן Annette Langen אנט לנגן Annette O'Toole אנט אוטול Annette von Droste-Hülshoff אנטה פון דרוסטה-הילסהוף Annex String Quartet נספח רביעיית מיתרים Annexation סיפוח Annexation of Crimea by the Russian Federation סיפוח חצי האי קרים Anni-Frid Lyngstad אנני-פריד לינגסטד Annibale Stabile אניבאלה סטאבילה Annibale Zoilo אניבאלה זואילו Annie אנני Annie Award פרס אנני Annie Award for Best Animated Feature פרס אנני לסרט הטוב ביותר Annie Award for Best Animated Feature תבנית:פרס אנני לסרט הטוב ביותר Annie Award for Best Animated Short Subject פרס אנני לסרט הקצר הטוב ביותר Annie Award for Writing in a Feature Production פרס אנני לתסריט הטוב ביותר Annie Award winners קטגוריה:זוכי פרס אנני Annie Awards קטגוריה:פרס אנני Annie Easley אנני איזלי Annie Fischer אנני פישר Annie Fratellini אנני פרטליני Annie G. Schmidt אנני שמידט Annie Get Your Gun אנני אוקלי אשת לפידות Annie Girardot אנני ז'ירארדו Annie Hall הרומן שלי עם אנני Annie Jump Cannon אנני ג'אמפ קאנון Annie Leibovitz אנני ליבוביץ' Annie Lennox אנני לנוקס Annie Oakley אנני אוקלי Annie Sprinkle אנני ספרינקל Annie Wersching אנני ורשינג Annie and Clarabel אנני וקלרבל Annihilation איון Annihilation השמדה Annihilation: Conquest השמדה: כיבוש Annihilator מודול נאמן Annihilators המשמידים Annihilus אניהילוס Annika Sörenstam אניקה סרנסטאם Annike Krahn אניקה קרהאן Annise Parker אניס פארקר Annius אניוס Annius Rufus אניוס רופוס Anno 2070 Anno 2070 Anno Domini ספירת הנוצרים Anno Mundi מניין השנים בלוח העברי Annona אנונה Annona cherimola אנונת הכלאיים Annona squamosa אנונה קשקשית Annonaceae genera קטגוריה:אנוניים Annopol אנופול Annotated novel מהדורה מוערת Announcer קריין Annual leave חופשה שנתית Annuity אנונה Annulus טבעת Annunciation הבשורה Annunciation הבשורה למרים Annunciation in Christian art קטגוריה:הבשורה Annus Mirabilis papers שנת הפלאות Annus mirabilis שנת הפלאות AnoNet Metanet Anoa אנואה Anobit אנוביט Anodizing אלגון Anoeta Stadium אצטדיון אנואטה Anohni אנתוני הגרטי Anole אנול Anoles קטגוריה:אנוליסיים Anolis אנוליס Anolis proboscis אנוליס פינוקיו Anomalepididae אנומלפיים Anomalure אנומלוריים Anomaluromorpha דמויי אנומלור Anomaluromorpha קטגוריה:דמויי אנומלור Anomaly detection זיהוי אנומליות Anomer אנומר Anomie אנומיה Anomochilidae אנומוכיליים Anontools מדיה ויקי:Anontalkpagetext Anonymity אנונימיות Anonymity קטגוריה:אנונימיות Anonymous אנונימוס Anonymous for Animal Rights אנונימוס AnonymousPerson88 תבנית:User en Anoopan User:Anoopan Anopheles אנופלס Anorexia nervosa אנורקסיה נרבוזה Anorthite אנורתיט Anorthosis Famagusta FC אנורתוסיס פמגוסטה Anorthosis Famagusta FC players קטגוריה:כדורגלני אנורתוסיס פמגוסטה Anosmia תתרנות Anostraca זימרגלאים Another אחר Another Brick in the Wall Another Brick in the Wall Another Cinderella Story עוד סיפור סינדרלה Another Day Another Day Another Gay Movie עוד סרט גאה Another One Bites the Dust Another One Bites the Dust Another Place מקום אחר Another Suitcase in Another Hall Another Suitcase in Another Hall Another Woman אישה אחרת Another World עולם אחר 2 Anouk אנוק Anouk Aimée אנוק איימה Anri Khagush אנרי חגוש Ansar אנצאר Ansar Dine אנצאר א-דין Ansar al-Sharia אנצאר א-שריעה Ansbach אנסבך Anschluss אנשלוס Ansel Adams אנסל אדמס Ansel Elgort אנסל אלגורט Anselm Strauss אנסלם שטראוס Anselm of Canterbury אנסלם מקנטרברי Anser אווז אפור Anseriformes אווזאים Anseriformes קטגוריה:אווזאים Anserinae אווזים Ansfelden אנספלדן Anshan אנשאן Anshar אנשר Anson Rainey אנסון רייני Anson Williams אנסון ויליאמס Ansonia latidisca קרפדת הקשת מבורנאו Ansovinus אנזובינוס הקדוש Ansumang/Userboxes/User Google תבנית:משתמש גוגל Ansuz אנסוז Answering machine משיבון Answering the Question: What is Enlightenment? תשובה לשאלה: מהי נאורות? Answers.com Answers.com Ant כיסא נמלה Ant נמליים Ant colony קן נמלים Ant colony optimization algorithms אופטימיזציית קן הנמלים Ant-Man איש הנמלה Ant-Man אנטמן Antagonism אנטגוניזם Antagonist אנטגוניסט Antakya אנטקיה Antal Doráti אנטל דוראטי Antalya אנטליה Antalya קטגוריה:אנטליה Antalya Airport נמל התעופה הבינלאומי של אנטליה Antalyaspor אנטליהספור Antalyaspor footballers קטגוריה:כדורגלני אנטליהספור Antananarivo אנטננריבו Antanas Mockus אנטנאס מוקוס Antanas Vienuolis אנטנאס וינוליס Antandrus אנטנדרוס Antarah ibn Shaddad ענתרה אבן שדאד Antarctic Circle החוג האנטארקטי Antarctic Convergence הרכס האנטארקטי Antarctic Heritage Trust קרן מורשת אנטארקטיקה Antarctic Peninsula חצי האי האנטארקטי Antarctic Plate הלוח האנטארקטי Antarctic Plateau רמת הקוטב Antarctic Specially Protected Area אזור אנטארקטי מוגן במיוחד Antarctic Treaty System הברית האנטארקטית Antarctic birds קטגוריה:אנטארקטיקה: עופות Antarctic expeditions קטגוריה:משלחות לקוטב הדרומי Antarctic fur seal דוב ים אנטארקטי Antarctic krill קריל אנטארקטי Antarctic minke whale לווייתן מינקי דרומי Antarctic petrel יסעור אנטארקטי Antarctic region קטגוריה:האזור האנטארקטי Antarctic tern שחפית אנטארקטית Antarctica אנטארקטיקה Antarctica קטגוריה:אנטארקטיקה Antarctica Haskell Strait מצר האסקל Antarctica Roosevelt Island רוזוולט Antarctosauridae אנטארקטוזאוריים Antares אנטארס Antaresia פיתון קטן Antaresia maculosa פיתון מנומר Antaresia perthensis פיתון גמדי Antaresia stimsoni פיתון סטימסון Antawn Jamison אנטואן ג'יימיסון Antbird ציפורי נמלים Ante Marković אנטה מרקוביץ' Ante Pavelić אנטה פאבליץ' Ante Tomić אנטה טומיץ' Ante Žižić אנטה ז'יז'יץ' Anteater דובי נמלים Anteaters קטגוריה:דובי נמלים Antecedent drainage stream נחל קודמני Antelope אנטילופות Antelope Canyon קניון אנטילופ Antenna אנטנה Antenna מחוש Antenna boresight בורסייט Antenna gain שבח אנטנה Antenna measurement מטווח אנטנות Antennae Galaxies גלקסיות אנטנה Antennas קטגוריה:אנטנות Anteo Zamboni אנטאו זמבוני Anterior cingulate cortex פיתול החגורה הקדמי Anterior humeral circumflex artery עורק עצם הזרוע הכותר הקדמי Anterior interosseous artery העורק הבין-גרמי הקדמי Anterograde amnesia אמנזיה אנטרוגרדית Anthem המנון Anthem of Transnistria המנון טרנסניסטריה Anthemis קחוון Anthems קטגוריה:המנונים Anthere/biodiversity מגוון ביולוגי Antheridium מורפולוגיה של הצמח - מונחים#איברים בצמחים פרימיטיביים Anthesteria אנתסטריה Anthim the Iberian אנטים האיברי Anthocoridae אנתוקוריים Anthocyanin אנתוציאנין Anthology אנתולוגיה Anthology 1 Anthology 1 Anthology 2 Anthology 2 Anthology 3 Anthology 3 Anthology cover collage.jpg תמונה:Beatles Anthology Cover Collage 2.jpg Anthology films קטגוריה:סרטי אנתולוגיה Anthology3cover.jpg קובץ:600px-Anthology3cover.jpg Anthomyiidae אנתומיתיים Anthon Berg אנטון ברג Anthony אנתוני Anthony Anderson אנתוני אנדרסון Anthony Andrews אנתוני אנדרוז Anthony Bennett אנתוני בנט Anthony Blunt אנתוני בלאנט Anthony Bourdain אנתוני בורדיין Anthony Buckeridge אנתוני באקרידג' Anthony Burgess אנתוני ברג'ס Anthony Calf אנתוני קאלף Anthony Charles Harris אנתוני צ'ארלס האריס Anthony Davis אנתוני דייוויס Anthony Doerr אנתוני דואר Anthony Durnford אנתוני דורנפורד Anthony Eden אנתוני אידן Anthony Edwards אנתוני אדוארדס Anthony Ervin אנתוני ארווין Anthony Franciosa אנתוני פרנציוזה Anthony Giddens אנתוני גידנס Anthony Grafton אנתוני גרפטון Anthony Head אנתוני הד Anthony Heilbut אנטוני היילבוט Anthony Hopkins אנתוני הופקינס Anthony Horowitz אנטוני הורוביץ Anthony Jackson אנתוני ג'קסון Anthony Kennedy אנתוני קנדי Anthony Kiedis אנתוני קידיס Anthony LaPaglia אנתוני לפאליה Anthony Lopes אנתוני לופס Anthony Mackie אנתוני מאקי Anthony Martial אנטוני מרסיאל Anthony Mason אנתוני מייסון Anthony McAuliffe אנתוני מקאוליף Anthony Minghella אנתוני מינגלה Anthony Modeste אנתוני מודסט Anthony Montgomery אנתוני מונטגומרי Anthony Morrow אנתוני מורו Anthony Nesty אנתוני נסטי Anthony Nwakaeme אנתוני נוואקמה Anthony Oliphant אנתוני אוליפנט Anthony Parker אנתוני פארקר Anthony Perkins אנתוני פרקינס Anthony Pleeth אנתוני פלית' Anthony Quayle אנתוני קווייל Anthony Quinn אנתוני קווין Anthony Roll מגילת אנתוני Anthony Rooley אנתוני רולי Anthony Santasiere אנתוני סנטאסירה Anthony Trollope אנתוני טרולופ Anthony Ujah אנתוני אוג'ה Anthony Vanden Borre אנתוני ואנדן בורה Anthony Weiner אנתוני וינר Anthony Zinni אנתוני זיני Anthony de Mello אנתוני דה מלו Anthony de la Roché אנתוני דה לה רושה Anthony of Padua אנטוניוס מפדובה Anthony of Saxony מלך סקסוניה אנטון Anthony the Great אנטוניוס הגדול Anthony van Dyck אנתוני ואן דייק Anthony van Hoboken אנתוני ואן הובוקן Anthony's poison arrow frog צפרדע חץ אנטוני Anthonyhcole/Pain כאב Anthophyllite אנתופיליט Anthozoa קטגוריה:אלמוגים Anthrax אנתרקס Anthrax גחלת Anthropic principle העיקרון האנתרופי Anthropocene אנתרופוקן Anthropocentrism אנתרופוצנטריות Anthropologists קטגוריה:אנתרופולוגים Anthropology אנתרופולוגיה Anthropology קטגוריה:אנתרופולוגיה Anthropology museums קטגוריה:מוזיאונים לאנתרופולוגיה Anthropology of religion אנתרופולוגיה של הדת Anthropology of religion קטגוריה:אנתרופולוגיה של הדת Anthropomorphism האנשה Anthroposophy אנתרופוסופיה Anthroposophy קטגוריה:אנתרופוסופיה Anthrozoology קטגוריה:בעלי חיים והאדם Anthurium אנתוריון Anti Anti Anti World Tour Anti World Tour Anti-Americanism קטגוריה:אנטי אמריקניזם Anti-Arabism שנאת ערבים Anti-Armenian sentiment אנטי-ארמניאניזם Anti-Comintern Pact הסכם אנטי-קומינטרן Anti-Defamation League הליגה נגד השמצה Anti-Federalism אנטי-פדרליסטים Anti-German sentiment רגשות אנטי-גרמניים Anti-Germans אנטי-דויטשה Anti-Hindi agitations of Tamil Nadu המחאות בטאמיל נאדו כנגד השפה ההינדית Anti-Iranian sentiment אנטי-איראניות Anti-Islam קטגוריה:התנגדות לאסלאם Anti-Jewish pogroms by Muslims קטגוריה:פוגרומים ביהודי מדינות ערב Anti-Jewish pogroms in the Russian Empire הסופות בנגב Anti-Judaism in early Christianity נצרות ואנטישמיות Anti-Lebanon Mountains מול הלבנון Anti-Müllerian hormone Anti-Müllerian hormone Anti-Party Group הקבוצה האנטי-מפלגתית Anti-Taurus Mountains הרי האנטי-טאורוס Anti-Terrorism Squad היחידה ללוחמה בטרור Anti-Zionism אנטי-ציונות Anti-Zionism קטגוריה:התנגדות לציונות Anti-Zionist Committee of the Soviet Public הוועד האנטי-ציוני של הציבור הסובייטי Anti-aircraft guns קטגוריה:תותחים נגד מטוסים Anti-aircraft warfare נ"מ Anti-aircraft warfare קטגוריה:נ"מ Anti-aircraft weapons קטגוריה:נשק נגד מטוסים Anti-apartheid activists קטגוריה:מתנגדי האפרטהייד Anti-ballistic missile טיל נגד טילים Anti-boycott חקיקה נגד חרם Anti-capitalism אנטי-קפיטליזם Anti-communism קטגוריה:אנטי קומוניזם Anti-consumerism אנטי-צרכנות Anti-corporate activism קטגוריה:מחאה אנטי תאגידית Anti-corruption measures קטגוריה:מאבק בשחיתות Anti-diabetic medication טיפול תרופתי בסוכרת Anti-dsDNA antibodies נוגדני דנ"א של סליל כפול Anti-globalization קטגוריה:אנטי גלובליזציה Anti-globalization movement אנטי-גלובליזציה Anti-king אנטי-מלך Anti-lock braking system ABS Anti-national sentiment קטגוריה:אנטי-לאומיות Anti-personnel mine מוקש נגד אדם Anti-personnel weapons קטגוריה:נשק נגד אדם Anti-predator adaptation נטרפים Anti-psychiatry אנטי-פסיכיאטריה Anti-radiation missile טיל נגד קרינה Anti-radiation missiles קטגוריה:טילים נגד קרינה Anti-satellite weapon נשק נגד לוויינים Anti-ship missile טיל נגד ספינות Anti-ship missiles קטגוריה:טילים נגד ספינות Anti-spam techniques לחימה בדואר זבל אלקטרוני Anti-streptolysin O אנטיסטרפטוליס Anti-submarine warfare לוחמה נגד צוללות Anti-tank dog כלב נגד טנקים Anti-tank gun תותח נגד טנקים Anti-tank guns קטגוריה:תותחים נגד טנקים Anti-tank missile טיל נגד טנקים Anti-tank missiles קטגוריה:טילים נגד טנקים Anti-tank missiles of Israel קטגוריה:טילים נגד טנקים ישראליים Anti-tank missiles of Russia קטגוריה:טילים נגד טנקים רוסיים וסובייטיים Anti-tank missiles of the United States קטגוריה:טילים נגד טנקים אמריקאיים Anti-tank rifle רובה נגד טנקים Anti-tank rockets קטגוריה:רקטות נגד טנקים Anti-tank trench תעלה נגד טנקים Anti-tank warfare אמצעי לחימה נגד טנקים Anti-tank weapons קטגוריה:אמצעי לחימה נגד טנקים Anti-tobacco movement in Nazi Germany פעילות המשטר הנאצי נגד צריכת טבק בגרמניה Antiarrhythmic agent תרופות אנטי-אריתמיות Antiarrhythmic agents קטגוריה:תרופות אנטי-אריתמיות Antibes אנטיב Antibiosis אנטיביוזה Antibiotics אנטיביוטיקה Antibiotics קטגוריה:אנטיביוטיקה Antibodies קטגוריה:נוגדנים Antibody נוגדן Anticaking agent חומר מונע התגיישות Antichrist אנטיכריסט Antichrist משתמש:Antichrist Antichrist Superstar Antichrist Superstar Antichrist/Merav Maroody משתמש:Antichrist/מרב מרודי Antichrist/Mush-Room מתפטרים Anticipating Anticipating Anticipation ציפייה Anticline קמר Antico Caffè Greco קפה גרקו Anticoagulant נוגד קרישה Anticonvulsant תרופות אנטי-אפילפטיות Anticonvulsants קטגוריה:תרופות נוגדות פרכוסים Anticyclone אנטי-ציקלון Antidepressant תרופות נוגדות דיכאון Antidepressants קטגוריה:תרופות נוגדות דיכאון Antidiarrhoeals קטגוריה:נוגדי שלשול Antidotes קטגוריה:אנטידוטים Antifaschistische Aktion אנטיפה Antifeminism אנטי-פמיניזם Antiferromagnetism אנטי-פרומגנטיות Antifinnugor~enwiki/Critique of Finno-Ugric and Uralic language groups שפות אוראליות Antifreeze protein חלבון נוגד קיפאון Antigen אנטיגן Antigenic shift העברה אנטיגנית Antigone אנטיגונה Antigone of Epirus אנטיגונה מאפירוס Antigonid dynasty השושלת האנטיגונידית Antigonus I Monophthalmus אנטיגונוס מונופתלמוס Antigonus II Gonatas מלך מוקדון אנטיגונוס השני גונאטס Antigonus II Mattathias מתתיהו אנטיגונוס השני Antigonus III Doson מלך מוקדון אנטיגונוס השלישי דוסון Antigonus of Sokho אנטיגנוס איש סוכו Antigua אנטיגואה Antigua Guatemala אנטיגואה גואטמלה Antigua and Barbuda אנטיגואה וברבודה Antigua and Barbuda קטגוריה:אנטיגואה וברבודה Antigua and Barbuda St. John's סנט ג'ונס Antigua and Barbuda at the Olympics אנטיגואה וברבודה במשחקים האולימפיים Antigua and Barbuda at the Paralympics אנטיגואה וברבודה במשחקים הפאראלימפיים Antigua and Barbuda national football team נבחרת אנטיגואה וברבודה בכדורגל Antihemorrhagic אבן גילוח Antihero אנטי-גיבור Antihydrogen אנטי-מימן Antihypertensive drug תרופות נוגדות יתר לחץ דם Antikensammlung Berlin קטגוריה:מוזיאון פרגמון Antikythera אנטיקיתרה Antikythera mechanism מנגנון אנטיקיתרה Antikythera wreck הספינה הטרופה מאנטיקיתרה Antilles האיים האנטילים Antilopinae צבאיים Antilopine kangaroo וולארו האנטילופה Antilopini אנטילופות ערבה Antim Cup גביע אנטים Antimatter אנטי-חומר Antime משתמש:Antime Antimicrobial resistance עמידות לאנטיביוטיקה Antimony אנטימון Antin אנטין Antinatalism אנטי-נטליזם Antinatalists קטגוריה:אנטי-נטליסטים Antineoplastic drugs קטגוריה:תרופות לטיפול בגידולים Antinomianism אנטינומיזם Antinomy אנטינומיה Antinous אנטינואוס Antioch אנטיוכיה Antiochus אנטיוכוס Antiochus I Soter אנטיוכוס הראשון Antiochus I Theos of Commagene מלך קומגנה אנטיוכוס הראשון תאוס Antiochus II Theos אנטיוכוס השני Antiochus III the Great אנטיוכוס השלישי Antiochus IV Epiphanes אנטיוכוס הרביעי Antiochus IX Cyzicenus אנטיוכוס התשיעי Antiochus V Eupator אנטיוכוס החמישי Antiochus VI Dionysus אנטיוכוס השישי Antiochus VII Sidetes אנטיוכוס השביעי Antiochus VIII Grypus אנטיוכוס השמיני Antiochus X Eusebes אנטיוכוס העשירי Antiochus XI Epiphanes אנטיוכוס האחד עשר Antiochus XII Dionysus אנטיוכוס השנים עשר Antiochus XIII Asiaticus אנטיוכוס השלושה עשר Antiochus of Ascalon אנטיוכוס מאשקלון Antioh Cantemir אנטיוך קנטמיר Antioxidant נוגד חמצון Antiparticle אנטי-חלקיק Antipas of Pergamum אנטיפס מפרגמון Antipater אנטיפטרוס Antipater אנטיפטרוס בן הורדוס Antipater Etesias אנטיפטרוס השני Antipater the Idumaean אנטיפטרוס האדומי Antipatris תל אפק Antiperistasis אנטיפריסטזיס Antiphon אנטיפון Antiphospholipid syndrome תסמונת אנטי-פוספוליפידית Antiphrasis לשון סגי נהור Antiplatelet drugs קטגוריה:תרופות נוגדות קרישה Antipodean albatross אלבטרוס אנטיפודי Antipodes נקודות אנטיפודיות Antipodes Islands איי האנטיפודה Antipope אנטי-אפיפיור Antipope Benedict XIII בנדיקטוס השלושה עשר Antipope Celestine II סלסטינוס השני Antipope Clement VII האנטי-אפיפיור קלמנס השביעי Antipope Dioscorus דיוסקורוס Antipope Felix II פליקס השני Antipope Gregory VIII האנטי-אפיפיור גרגוריוס השמיני Antipope John XXIII האנטי-אפיפיור יוחנן העשרים ושלושה Antipope Laurentius לאורנטיוס Antipopes קטגוריה:אנטי-אפיפיורים Antipredator adaptations קטגוריה:התגוננות מטורפים Antiprism אנטי-מנסרה Antiproton אנטיפרוטון Antipsychotic תרופות אנטי-פסיכוטיות Antipsychotics קטגוריה:תרופות אנטי-פסיכוטיות Antipyretic תרופות מורידות חום Antiquarian אנטיקוואר Antique ענתיקה Antique Temple מקדש העתיקות בסנסוסי Antique car רכב אספנות Antiquities עתיקה Antiquities of the Jews קדמוניות היהודים Antirrhinum לוע הארי Antirrhinum majus לוע-ארי גדול Antisemitic League of France הליגה האנטישמית של צרפת Antisemitic attacks and incidents קטגוריה:מעשים אנטישמיים Antisemitic canards קטגוריה:עלילות אנטישמיות Antisemitic publications קטגוריה:חיבורים אנטישמיים Antisemitism אנטישמיות Antisemitism קטגוריה:אנטישמיות Antisemitism by country קטגוריה:אנטישמיות לפי מדינה Antisemitism in Europe אנטישמיות בגרמניה Antisemitism in France קטגוריה:אנטישמיות בצרפת Antisemitism in Germany קטגוריה:אנטישמיות בגרמניה Antisemitism in Hungary קטגוריה:אנטישמיות בהונגריה Antisemitism in Japan אנטישמיות ביפן Antisemitism in Norway אנטישמיות בנורווגיה Antisemitism in Norway קטגוריה:אנטישמיות בנורווגיה Antisemitism in Pakistan אנטישמיות בפקיסטן Antisemitism in Romania קטגוריה:אנטישמיות ברומניה Antisemitism in Russia קטגוריה:אנטישמיות ברוסיה ובברית המועצות Antisemitism in Yemen קטגוריה:אנטישמיות בתימן Antisemitism in the Arab world אנטישמיות בעולם הערבי Antisemitism in the United Kingdom קטגוריה:אנטישמיות בבריטניה Antisemitism in the United States קטגוריה:אנטישמיות בארצות הברית Antisocial personality disorder הפרעת אישיות אנטיסוציאלית Antisthenes אנטיסתנס Antisymmetric relation יחס אנטי-סימטרי Antisymmetric tensor טנזור אנטי-סימטרי Antithesis אנטיתזה Antithrombin אנטיתרומבין Antivenom נסיוב נגד ארס Antivirus software אנטי-וירוס Antivirus software קטגוריה:תוכנות אנטי-וירוס Antje Traue אנצי'ה טראואה Antlia משאבה Antlion ארינמל Antman אנטמן Antoaneta Stefanova אנטואנטה סטפנובה Antofagasta אנטופגסטה Antofagasta Region אנטופגסטה Antofagasta Region קטגוריה:אנטופגסטה Antoine Augustin Cournot אנטואן אוגוסטן קורנו Antoine Bourdelle אנטואן בורדל Antoine Brumel אנטואן ברימל Antoine Busnois אנטואן בינואה Antoine François Marmontel אנטואן מרמונטל Antoine François Prévost אבה פרבו Antoine Galland אנטואן גלן Antoine Ghanem אנטואן ע'אנם Antoine Gizenga אנטואן גיזנגה Antoine Gombaud שבליה דה מרה Antoine Griezmann אנטואן גריזמן Antoine Isaac Silvestre de Sacy סילבסטר דה סאסי Antoine Lacroix אנטואן לקרואה Antoine Lahad אנטואן לאחד Antoine Laurent de Jussieu אנטואן-לורן דה ז'יסייה Antoine Lavoisier אנטואן לבואזיה Antoine Le Picard de Phélippeaux אנטואן דה פיליפו Antoine Walker אנטואן ווקר Antoine Westermann אנטואן וסטרמן Antoine de Févin אנטואן דה פוון Antoine de Saint-Exupéry אנטואן דה סנט-אכזופרי Antoine of Navarre אנטואן דה בורבון Antoine-Henri Jomini אנטואן-אנרי ז'ומיני Antoine-Jean Gros ז'אן אנטואן גרו Antoine-Louis Barye אנטואן לואי בארי Antokolsky אנטוקולסקי Anton אנטון Anton Arensky אנטון ארנסקי Anton Bruckner אנטון ברוקנר Anton Chekhov אנטון צ'כוב Anton Corbijn אנטון קורביין Anton Denikin אנטון דניקין Anton Diabelli אנטון דיאבלי Anton Drexler אנטון דרקסלר Anton Friedrich Büsching אנטון פרדריך בישינג Anton Graff אנטון גרף Anton Lesser אנטון לסר Anton Makarenko אנטון סמיונוביץ' מקרנקו Anton Malloth אנטון מלות Anton Mosimann אנטון מוסימן Anton Mussert אנטון אדריאן מוסרט Anton Olson אנטון אולסון Anton Piller order צו אנטון פילר Anton Reicha אנטון רייכה Anton Rodgers אנטון רוג'רס Anton Rubinstein אנטון רובינשטיין Anton Schindler אנטון שינדלר Anton Schmid אנטון שמיד Anton Seidl אנטון זיידל Anton Shammas אנטון שמאס Anton Shoutvin אנטון שוטבין Anton Siluanov אנטון סילואנוב Anton Stadler אנטון שטדלר Anton Stamitz אנטון שטאמיץ Anton Thumann אנטון טומאן Anton Webern אנטון וברן Anton Yelchin אנטון ילצ'ין Anton Yugov אנטון יוגוב Anton Zeilinger אנטון ציילינגר Antonello da Messina אנטונלו דה מסינה Antoni Gaudí אנטוני גאודי Antoni Grabowski אנטוני גרבובסקי Antoni Lima טוני לימה Antoni Martí אנטוני מרטי Antoni Ramallets אנטוני רמלייטס Antoni Słonimski אנטוני סלונימסקי Antoni Torres אנטוני טורס Antoni Tàpies אנטוני טאפייס Antonia Fortress מצודת אנטוניה Antonia Fraser אנטוניה פרייזר Antonia Minor אנטוניה הצעירה Antonia San Juan אנטוניה סן חואן Antonie van Leeuwenhoek אנטוני ואן לוונהוק Antonietta Stella אנטונייטה סטלה Antonin Artaud אנטונן ארטו Antonin Scalia אנטונין סקאליה Antonina Wyrzykowska אנטונינה ויז'יקובסקה Antonina Zelikovich אנטונינה זליקוביץ' Antonine Wall חומת אנטונינוס Antoninianus אנטוניאן Antonino Votto אנטונינו ווטו Antoninus Pius אנטונינוס פיוס Antoninus of Piacenza אנטונינוס מפלקנטיה Antonio Adán אנטוניו אדאן Antonio Banderas אנטוניו בנדרס Antonio Barluzzi אנטוניו ברלוצי Antonio Bazzini אנטוניו בציני Antonio Cabrini אנטוניו קבריני Antonio Cagnoni אנטוניו קאניוני Antonio Caldara אנטוניו קלדרה Antonio Candreva אנטוניו קאנדרבה Antonio Canova אנטוניו קנובה Antonio Carbajal אנטוניו קרבחאל Antonio Cassano אנטוניו קסאנו Antonio Cesti אנטוניו צ'סטי Antonio Cifra אנטוניו צ'יפרה Antonio Conte אנטוניו קונטה Antonio Cotogni אנטוניו קוטוני Antonio Damasio אנטוניו דמסיו Antonio Davis אנטוניו דייוויס Antonio Di Natale אנטוניו די נטאלה Antonio Enríquez Gómez אנטוניו אנריקס גומז Antonio Ghislanzoni אנטוניו גיזלנצוני Antonio Gramsci אנטוניו גראמשי Antonio Grimani אנטוניו גרימאני Antonio Janigro אנטוניו יניגרו Antonio José de Sucre אנטוניו חוסה דה סוקרה Antonio Labriola אנטוניו לבריולה Antonio Lopez אנטוניו לופס Antonio Lotti אנטוניו לוטי Antonio López אנטוניו לופס גררו Antonio López García אנטוניו לופז גרסיה Antonio López de Santa Anna אנטוניו לופס דה סנטה אנה Antonio McDyess אנטוניו מקדייס Antonio Meucci אנטוניו מאוצ'י Antonio Mršić אנטוניו מרשיץ' Antonio Muñoz Molina אנטוניו מוניוס מולינה Antonio Nocerino אנטוניו נוצ'רינו Antonio Olmo אנטוני אולמו Antonio Pappano אנטוניו פאפאנו Antonio Pasculli אנטוניו פאסקולי Antonio Pennacchi אנטוניו פנאקי Antonio Priuli אנטוניו פריולי Antonio Puerta אנטוניו פוארטה Antonio Rattín אנטוניו ראטין Antonio Roma אנטוניו רומה Antonio Rüdiger אנטוניו רודיגר Antonio Saca אנטוניו סאקה Antonio Salandra אנטוניו סלנדרה Antonio Salieri אנטוניו סליירי Antonio Sant'Elia אנטוניו סנט'אליה Antonio Soler אנטוניו סולר Antonio Somma אנטוניו סומה Antonio Stradivari אנטוניו סטרדיווארי Antonio Tabucchi אנטוניו טאבוקי Antonio Tempesta אנטוניו טמפסטה Antonio Valencia אנטוניו ולנסיה Antonio Villaraigosa אנטוניו ויאראיגוסה Antonio Vivaldi אנטוניו ויוואלדי Antonio da Correggio אנטוניו דה קורג'ו Antonio de Cabezón אנטוניו דה קבסון Antonio de Mendoza אנטוניו דה מנדוסה Antonio de la Calancha אנטוניו דה לה קלנצ'ה Antonio de la Cruz אנטוניו דה לה קרוס Antonios Nikopolidis אנטוניוס ניקופולידס Antonis Fotsis אנטוניס פוטסיס Antonis Samaras אנטוניס סמאראס Antonius Felix אנטוניוס פליקס Antonov אנטונוב Antonov A-40 אנטונוב A-40 Antonov An-148 אנטונוב An-148 Antonov An-225 Mriya אנטונוב An-225 Antonov aircraft קטגוריה:אנטונוב Antony Beevor אנטוני ביוור Antony Garrett Lisi אנתוני גארט ליסי Antony Gormley אנטוני גורמלי Antony Hopkins אנטוני הופקינס Antony and Cleopatra אנטוניוס וקלאופטרה Antonín Dvořák אנטונין דבוז'אק Antonín Kraft אנטונין קראפט Antonín Panenka אנטונין פננקה Antopal אנטופול Antoun Saadeh אנטון סעאדה Antrustion אנטרוסטיונס Ants קטגוריה:נמליים Antsirabe אנטסיראבה Antsiranana אנטסירננה Antti Kasvio אנטי קאסביו Antti Niemi אנטי ניימי Antun Blažić אנטון בלאז'יץ' Antwerp אנטוורפן Antwerp קטגוריה:אנטוורפן Antwerp Giants אנטוורפ ג'יינטס Antwerp school אסכולת אנטוורפן Antz עבודת נמלים Antártica Chilena Province אנטארקטיקה צ'ילנה António Costa אנטוניו קושטה António Egas Moniz אנטוניו אגש מוניש António Guterres אנטוניו גוטרש António José da Silva אנטוניו ז'וזה דה סילווה António Leitão אנטוניו לייטאו António Lobo Antunes אנטוניו לובו אנטונש António Luís Alves Ribeiro Oliveira אנטוניו אוליביירה António Ramalho Eanes אנטוניו רמליו איאנש António de Oliveira Salazar אנטוניו דה אוליביירה סלזר Antônio Carlos Jobim אנטוניו קרלוס ז'ובים Antônio Conselheiro אנטוניו מסיאל Antônio Vilas Boas אנטוניו וילאס בואס Antônio Wilson Vieira Honório קואוטיניו Anu אנו Anuak people אנוקים Anubhab91/Userboxes/User Google תבנית:משתמש גוגל Anubis אנוביס Anuket אנוקט Anund Gårdske אנונד גרדסקה Anund Jacob מלך שוודיה אנונד יקוב Anupam Kher אנופם קר Anura תבנית:דוחיים Anuradhapura אנוראדאפורה Anuran/Cheese גבינה Anus אנוס Anus פי הטבעת Anusara School of Hatha Yoga אנוסארה יוגה Anusim אנוסים Anvillea מרית Anwar Nusseibeh אנוואר נוסייבה Anwar Sadat אנואר סאדאת Anwar al-Awlaki אנוואר אל-אוולקי Anxiety חרדה Anxiety disorder הפרעת חרדה Anxiety disorder treatment קטגוריה:טיפול בחרדה Anxiety disorders קטגוריה:הפרעות חרדה Anxiolytics קטגוריה:תרופות נוגדות חרדה Any Given Sunday יום ראשון הגדול Any.do Any.do AnyDVD AnyDVD Anykščiai District Municipality אניקצ'ה Anything She Does Anything She Does Anywhere but Home Anywhere but Home Anzac Day יום אנזא"ק Anzoátegui אנסואטגי Aníbal Cavaco Silva אניבל קבאקו סילבה Anıtkabir אנטקביר Aoede אאדה Aoeiii-cover.jpg קובץ:Aoeiii-cover.jpg Aoi AOI Aomori אאומורי Aomori Aomori אאומורי Aomori Prefecture אאומורי Aon Center מרכז Aon Aonyx לוטרה חסרת טופר Aoraki / Mount Cook הר קוק Aoraki/Mount Cook National Park הפארק הלאומי אאורקי/הר קוק Aorta אבי העורקים Aortic dissection בתירת אבי העורקים Aortic insufficiency אי-ספיקת מסתם אבי העורקים Aortic stenosis היצרות מסתם אבי העורקים Aortography אאורטוגרפיה Aosta אאוסטה Aosta Valley ואל ד'אוסטה Aosta Valley קטגוריה:ואל ד'אוסטה Aosta Valley Sarre סארה Ap Lei Chau אפ ליי צ'או Ap munich905 t.jpg קובץ:Ap munich905 t.jpg Apache Apache Apache אפאצ'י Apache Ant Apache Ant Apache Cassandra אפאצ'י קסנדרה Apache Flex אדובי פלקס Apache HTTP Server Apache HTTP Server Apache Hadoop Hadoop Apache License רישיון אפאצ'י Apache Maven Apache Maven Apache Software Foundation קטגוריה:קרן התוכנה אפאצ'י Apache Software Foundation קרן התוכנה אפאצ'י Apache Spark אפאצ'י ספארק Apache Subversion Apache Subversion Apache Tomcat Apache Tomcat Apache tears דמעות אפאצ'ים Apalachicola snapping turtle צב אליגטור אפלאצ'י Apama II אפמאה השנייה Apangan12/Naruto Uzumaki נארוטו אוזומאקי Aparecida אפארסידה Aparecida de Goiânia אפארסידה דה גואיאניה Apartheid אפרטהייד Apartheid קטגוריה:אפרטהייד Apartheid in South Africa קטגוריה:אפרטהייד Apartment דירה Apathy Apathy Apathy אדישות Apatin אפאטין Apatite אפטיט Apatosaurus אפטוזאורוס Apax Partners אייפקס פרטנרס Apax Partners קטגוריה:אייפקס פרטנרס Apcbg משתמש:Apcbg Ape הומינואידים Ape House בית הקופים Apeiron אפיירון Apengu משתמש:אפינגו Apennine Mountains הרי האפנינים Apep אפפ Apertura and Clausura אפרטורה וקלאוסורה Aperture מיפתח Apes קטגוריה:הומינואידים Apex predator טורף-על Apex predators קטגוריה:טורפי-על Apgar score מבחן אפגאר Aphanite אפינטי Aphasia אפאזיה Aphex Twin אפקס טווין Aphid כנימות עלה Aphilas מלך אקסום אפילאס Aphorism אפוריזם Aphrodisiac אפרודיזיאק Aphrodisias אפרודיסיאס Aphrodite אפרודיטה Aphrodite קטגוריה:ונוס Aphrodite of Cnidus אפרודיטה מקנידוס Aphrodite's Child בנה של אפרודיטה Aphthous stomatitis אפתה Aphthous ulcer אפתה Apia אפיה Apiaceae סוככיים Apiaceae קטגוריה:סוככיים Apiales סוככאים Apiales קטגוריה:סוככאים Apical dominance שלטון הקודקוד Apicoectomy טיפול שורש כירורגי Apicomplexa נבגוניות Apidae קטגוריה:דבוריים Apil-Sin אפיל-סין Apion אפיון Apitherapy אפיתרפיה Apium כרפס Apixaban אפיקסבן Aplastic anemia אנמיה אפלסטית Aplysiomorpha ארנבת ים Apnea אפניאה Apocalypse אפוקליפס Apocalypse אפוקליפסה Apocalypse Now אפוקליפסה עכשיו Apocalypse of Abraham חזון אחרית הימים של אברהם Apocalypse of Baruch האפוקליפסה של ברוך Apocalypse of Paul האפוקליפסה של פאולוס Apocalypse of Zerubbabel ספר זרובבל Apocalypse: The Second World War אפוקליפסה - מלחמת העולם השנייה Apocalypse: The Twelve אקס-מן: התריסר Apocalyptic Feasting Apocalyptic Feasting Apocalyptic and post-apocalyptic fiction אפוקליפסה ופוסט-אפוקליפסה Apocalyptic films קטגוריה:סרטים אפוקליפטיים Apocalyptica אפוקליפטיקה Apochromat עדשה אפוכרומטית Apocrisiarius אפוקריסיאריוס Apocrita קטגוריה:דבוראים שנציים Apocryphal Gospels קטגוריה:בשורות אפוקריפיות Apocryphal epistles קטגוריה:איגרות חיצוניות Apocynaceae הרדופיים Apocynaceae קטגוריה:הרדופיים Apodemus יערון Apodidae קטגוריה:סיסיים Apodiformes סיסאים Apodiformes קטגוריה:סיסאים Apodora פיתון איריאן Apoidea Apoidea Apoidea קטגוריה:דבורים Apokapes אפוקאפס Apolinère Enameled אפולינר באמייל Apollinary Vasnetsov אפולינרי וסנצוב Apollo אפולו Apollo 1 אפולו 1 Apollo 10 אפולו 10 Apollo 11 אפולו 11 Apollo 12 אפולו 12 Apollo 13 אפולו 13 Apollo 14 אפולו 14 Apollo 15 אפולו 15 Apollo 16 אפולו 16 Apollo 17 אפולו 17 Apollo 4 אפולו 4 Apollo 5 אפולו 5 Apollo 6 אפולו 6 Apollo 7 אפולו 7 Apollo 8 אפולו 8 Apollo 9 אפולו 9 Apollo Belvedere אפולו בלוודרה Apollo Command/Service Module תאי הפיקוד/שירות של החללית אפולו Apollo Lunar Module רכב הנחיתה הירחי Apollo Sauroctonos אפולו קוטל לטאה Apollo and Daphne אפולו ודפנה Apollo program קטגוריה:תוכנית אפולו Apollo program תוכנית אפולו Apollodorus of Damascus אפולודורוס מדמשק Apollon Limassol אפולון לימסול Apollon Limassol BC אפולון לימסול Apollon Limassol FC players קטגוריה:כדורגלני אפולון לימסול Apollon Limassol managers קטגוריה:מאמני אפולון לימסול Apollon Patras אפולון פטרס Apollon Patras B.C. players קטגוריה:כדורסלני אפולון פטרס Apollonia אפולוניה Apollonius Molon אפולוניוס מולון Apollonius of Perga אפולוניוס מפרגה Apollonius of Rhodes אפולוניוס מרודוס Apollonius of Tyana אפולוניוס איש טיאנה Apollonius von Maltitz אפולוניוס פון מלטיץ Apollonius' theorem מעגל אפולוניוס Apollo–Soyuz Test Project אפולו-סויוז Apolo Nsibambi אפולו נסיבמבי Apolo Ohno אפולו אונו Apologetics אפולוגטיקה Apologia התנצלות Apologize Apologize Apology אפולוגיה Aponeurosis אלל Apopa אפופה Apophatic theology שלילת התארים Apophenia אפופניה Apophis אפופיס Apophyllite אפופיליט Apoplast אפופלסט Apoptosis אפופטוזה Apoptosis קטגוריה:אפופטוזה Apoptygma Berzerk Apoptygma Berzerk Aporia אפוריה Aposematism צבעי אזהרה Apostasy in Judaism משומד Apostille Convention אפוסטיל Apostle שנים-עשר השליחים Apostles of Bahá'u'lláh שליחי הבהאא אוללה Apostles' Creed נוסח השליחים Apostolic Palace ארמון האפיפיור Apostolic nuncios קטגוריה:נונציו Apostolo Zeno אפוסטולו זנו Apostrophe אפוסטרוף Apotropaic magic אפוטרופאיזם Apoula Edel אפולה אדל Apoxyomenos המגרד App Store App Store App store חנות אפליקציות Appalachian Mountains הרי האפלצ'ים Appalachian Trail שביל האפלצ'ים Apparatus theory תאוריית האפראטוס הקולנועי Apparent magnitude בהירות Appeal ערעור Appeal of 18 June נאום ה-18 ביוני Appeal to consequences אד קונסקוונטיאם Appeal to emotion פנייה אל הרגש Appeal to fear אד מטום Appeal to flattery הסתמכות על החנופה Appeal to motive פנייה למניעים אישיים Appeal to nature פנייה אל הטבע Appeal to novelty אד נוביטם Appeal to pity אד מיסריקורדיאם Appeal to probability בשם ההסתברות Appeal to ridicule בשם הלעג Appeal to spite אד אודיום Appeal to tradition אד אנטיקוויטם Appellation אפלאסיון Appellation d'origine contrôlée כינוי מקור מבוקר Appendage גפה Appendectomy אפנדקטומיה Appendicitis דלקת התוספתן Appendicular artery עורק התוספתן Appendicular skeleton שלד תוספי Appendix תוספתן Appenzell אפנצל Appenzell Ausserrhoden אפנצל אוסר-רודן Appenzell Ausserrhoden Teufen טויפן Appenzell Innerrhoden אפנצל אינר-רודן Appenzell Innerrhoden קטגוריה:אפנצל אינר-רודן Appetite תיאבון Appetite for Destruction Appetite for Destruction Appetizers קטגוריה:מתאבנים Appian אפיאנוס Appian Way ויה אפיה Appiano Gentile אפיאנו ג'נטילה Appius Claudius Caecus אפיוס קלאודיוס קאיקוס Appius Claudius Caudex אפיוס קלאודיוס קאודקס Appius Claudius Pulcher אפיוס קלאודיוס פולכר Appius Claudius Sabinus Regillensis אפיוס קלאודיוס Applause Applause Applause מחיאת כפיים Apple אפל Apple תבנית:אפל Apple תפוח Apple Campus קמפוס אפל Apple I Apple I Apple II series Apple II Apple III Apple III Apple Inc. אפל Apple Inc. ספר:אפל Apple Inc. קטגוריה:אפל Apple Inc. employees קטגוריה:עובדי חברת אפל Apple Inc. software קטגוריה:תוכנות ואפליקציות של חברת אפל Apple Maps מפות Apple Music Apple Music Apple Records אפל רקורדס Apple Remote Apple Remote Apple Store אפל סטור Apple TV Apple TV Apple Watch Apple Watch Apple Worldwide Developers Conference כנס המפתחים העולמי של אפל Apple pie פאי תפוחים Apple products קטגוריה:מאכלי תפוחים Apple sauce רסק תפוחים AppleTalk AppleTalk Applebaum אפלבאום Appleby אפלבי Appleby Matthews אפלבי מתיוס Applet יישומון Appletini אפל מרטיני Application אפליקציה Application layer שכבת היישום Application lifecycle management Application lifecycle management Application programming interface ממשק תכנות יישומים Application server שרת יישומים Application service provider Application Service Provider Application software יישום מחשב Application software קטגוריה:יישומי מחשב Application-specific integrated circuit ASIC Applied Materials אפלייד מטיריאלס Applied anthropology אנתרופולוגיה יישומית Applied arts אמנות שימושית Applied behavior analysis ABA Applied linguistics קטגוריה:בלשנות שימושית Applied mathematics מתמטיקה שימושית Applied mathematics קטגוריה:מתמטיקה שימושית Applied science מדע שימושי Applied sciences קטגוריה:מדע שימושי Apposition תמורה Appraiser שמאי Apprenticeship שוליה Appropriate Behaviour התנהגות הולמת Approval voting הצבעת אישור Approximant consonant עיצורים מקורבים Approximation קירוב Approximation algorithm אלגוריתם קירוב Approximation error שגיאת קירוב Approximation theory תורת הקירובים Apraxia אפרקסיה Apricot kernel גוגואים April אפריל April קטגוריה:אפריל April 1 1 באפריל April 1 2006 April Fools/April Fools' Day 2006/User:Jimbo Wales ג'ימי ויילס April 10 10 באפריל April 11 11 באפריל April 12 12 באפריל April 13 13 באפריל April 14 14 באפריל April 15 15 באפריל April 16 16 באפריל April 17 17 באפריל April 18 18 באפריל April 19 19 באפריל April 2 2 באפריל April 20 20 באפריל April 2015 Nepal earthquake רעידת האדמה בנפאל April 21 21 באפריל April 22 22 באפריל April 23 23 באפריל April 24 24 באפריל April 25 25 באפריל April 26 26 באפריל April 27 27 באפריל April 28 28 באפריל April 29 29 באפריל April 3 3 באפריל April 30 30 באפריל April 4 4 באפריל April 5 5 באפריל April 6 6 באפריל April 6 Youth Movement תנועת הנוער של ה-6 באפריל April 7 7 באפריל April 8 8 באפריל April 9 9 באפריל April 9 tragedy הטרגדיה של 9 באפריל April Fools' Day אחד באפריל April Heinrichs אפריל היינריקס April O'Neil אפריל או'ניל April Pearson אפריל פירסון April Revolt מרד אפריל April Uprising מרד אפריל April observances קטגוריה:אירועים בחודש אפריל Aprilia אפריליה Apron סינר Après-ski אפרה סקי Apse אפסיס Apsis אפסיד Apsley Cherry-Garrard אפסלי צ'רי-גארארד Apsley House בית אפסלי Apta חסידות אפטא-זינקוב Aptenodytes פינגווין גדול Apterygota חשוכי כנף Aptitude Aptitude Aptostichus אפטוסטיכוס Aptostichus barackobamai אפטוסטיכוס ברקאובמהי Aptostichus stephencolberti אפטוסטיכוס סטיבנקולברי Aptronym שם המעיד על בעליו Apu Nahasapeemapetilon אפו נהספימפטלון Apuleius לוקיוס אפוליאוס Apulia פוליה Apulia קטגוריה:פוליה Apulia Castel del Monte קסטל דל מונטה Apulia Troia טרויה Apure אפורה Apurímac River אפורימק Apus סיס Apus ציפור גן עדן Apéritif and digestif אפריטיף Apéry's constant קבוע אפרי Aqaba עקבה Aqaba קטגוריה:עקבה Aqaba Archaeological Museum המוזיאון הארכאולוגי בעקבה Aqaba Governorate עקבה Aqaba Railway Corporation מסילת הרכבת לעקבה Aqabat Jaber עקבת ג'בר Aqiqah עקיקה Aqir עאקיר Aqraba עקרבה Aqua Aqua Aqua אקווה Aqua Claudia אקווה קלאודיה Aqua Virgo אקווה וירגו Aqua regia מי מלך Aquaculture חקלאות ימית Aquafaba אקוופאבה Aquajogging אקווה ג'וגינג Aquaman אקווהמן Aquanaut אקוונאוט Aquaphobia פחד ממים Aquaponics אקוופוניקה Aquarium אקווריום Aquarius דלי Aquarius מזל דלי Aquarius קטגוריה:קבוצת הכוכבים דלי Aquarius Plateau רמת אקווריוס Aquarius/Let the Sunshine In Aquarius/Let the Sunshine In Aquatic ape hypothesis תאוריית קוף המים Aquatic genet גחן מיימי Aquatic mammal יונקים מימיים Aquatic mammals קטגוריה:יונקים מימיים Aquatic plant צמחי מים Aquatic plants קטגוריה:צמחי מים Aquatint אקווטינטה Aqueduct אמת מים Aqueduct of Padre Tembleque אמת המים של פאדרה טמבלקה Aqueduct of Segovia אמת המים של סגוביה Aqueduct of Vanvitelli אקוודוקט ונוויטלי Aqueducts קטגוריה:אמות מים Aquifer אקווה Aquila נשר Aquila עיט Aquila קטגוריה:עיט Aquila קטגוריה:קבוצת הכוכבים נשר Aquila of Sinope עקילס הגר Aquileia אקוויליה Aquilops אקווילופס Aquitaine אקיטן Aquitaine קטגוריה:אקיטן Aquitaine-Limousin-Poitou-Charentes קטגוריה:אקיטן-לימוזן-פואטו-שראנט Aquitania אקויטניה Aquí no hay quien viva Aquí no hay quien viva Aqyn אקין Ar Ramtha א-רמת'א Ar'ara ערערה Ar'arat an-Naqab ערערה-בנגב Ar-Radi א-ראדי Ar-Rashid א-ראשד Ara ארה Ara מזבח Ara Dinkjian ארא דינקג'יאן Ara Pacis ארה פקיס Arab Air Carriers Organization התאחדות חברות התעופה הערביות Arab Air Carriers Organization members קטגוריה:התאחדות חברות התעופה הערביות Arab Bank הבנק הערבי Arab Capital of Culture בירת התרבות הערבית Arab Christian communities in Israel קטגוריה:יישובים ערביים-נוצריים בישראל Arab Christians ערבים נוצרים Arab Christians קטגוריה:נוצרים מזרח תיכוניים Arab College הקולג' הערבי Arab Congress of 1913 הקונגרס הערבי הלאומי הראשון Arab Democratic Party המפלגה הדמוקרטית הערבית Arab Democratic Party קטגוריה:חברי כנסת מטעם מד"ע Arab Deterrent Force כוח ההרתעה הערבי Arab Federation האיחוד הערבי Arab Flags תבנית:דגלי מדינות ערב Arab Gas Pipeline צינור הגז הערבי Arab Higher Committee הוועד הערבי העליון Arab Idol ערב איידול Arab Israel Bank Ai Bank Arab Israeli culture קטגוריה:תרבות ערבית בישראל Arab Jews יהודים-ערבים Arab Kingdom of Syria הממלכה הערבית של סוריה Arab Labor עבודה ערבית Arab League הליגה הערבית Arab League קטגוריה:הליגה הערבית Arab League תבנית:הליגה הערבית Arab League boycott of Israel החרם הערבי Arab Legion הלגיון הערבי Arab Liberation Army צבא ההצלה Arab Liberation Front חזית השחרור הערבית Arab List for Bedouin and Villagers רשימה ערבית לבדואים וכפריים Arab National Party מפלגה לאומית ערבית Arab Nationalist Movement תנועת הלאומיים הערבים Arab Orchestra of Nazareth תזמורת נצרת Arab Organization for Industrialization הארגון הערבי לתיעוש Arab Peace Initiative יוזמת השלום הערבית Arab Potash חברת האשלג הערבית Arab Revolt המרד הערבי Arab Spring האביב הערבי Arab Spring קטגוריה:האביב הערבי Arab Spring תבנית:האביב הערבי Arab Zionists קטגוריה:ציונים ערבים Arab al-Aramshe ערב אל עראמשה Arab al-Na'im ערב א-נעים Arab al-Samniyya ערב א-סמניה Arab citizens of Israel ערביי ישראל Arab citizens of Israel קטגוריה:ערבים ישראלים Arab cuisine קטגוריה:המטבח הערבי Arab culture קטגוריה:תרבות ערבית Arab culture תרבות ערבית Arab dramatists and playwrights קטגוריה:מחזאים ערבים Arab explorers קטגוריה:מגלי ארצות ערבים Arab families קטגוריה:משפחות ערביות Arab historians קטגוריה:היסטוריונים ערבים Arab localities in Israel קטגוריה:יישובים ערביים בישראל Arab mathematicians קטגוריה:מתמטיקאים ערבים Arab media קטגוריה:תקשורת ערבית Arab nationalism הלאומיות הערבית Arab people קטגוריה:ערבים Arab political parties in Israel קטגוריה:מפלגות ערביות בישראל Arab rescue efforts during the Holocaust הצלה של יהודים על ידי מוסלמים בתקופת השואה Arab salad סלט ערבי Arab socialism סוציאליזם ערבי Arab television drama סדרות הרמדאן Arab villages depopulated during the 1948 Arab–Israeli War קטגוריה:קהילות ויישובים ערביים שנחרבו במלחמת העצמאות Arab world ארצות ערב Arab-Israeli footballers קטגוריה:כדורגלנים ערבים ישראלים Arab-Israeli physicians קטגוריה:רופאים ערבים ישראלים Arabah הערבה Arabesque ארבסק Arabesque ערבסק Arabesque ערבסקה Arabia ערביה Arabia Petraea ערביה Arabia Terra ערביה טרה Arabian Desert המדבר הערבי Arabian Gulf League teamlist תבנית:ליגת העל של איחוד האמירויות הערביות Arabian Nights: Sinbad's Adventures Arabian Nights: Sinbad's Adventures Arabian Oryx Sanctuary מקלט הראם הלבן Arabian Peninsula חצי האי ערב Arabian Peninsula קטגוריה:חצי האי ערב Arabian Plate הלוח הערבי Arabian Sea הים הערבי Arabian babbler זנבן ערבי Arabian bustard חוברת ערב Arabian fat-tailed scorpion קטלן עב-זנב Arabian horse סוס ערבי Arabian leopard נמר המדבר Arabian mythology קטגוריה:מיתולוגיה ערבית Arabian oryx ראם לבן Arabian ostrich יען הנגב Arabian smooth-hound כרישון משה Arabian tahr טאר ערבי Arabian toothcarp נאווית המלחות Arabian warbler סבכי שיטים Arabian wolf זאב ערבי Arabian-Nubian Shield השילד הערבו-נובי Arabibarbus grypus שיבוטה Arabic ערבית Arabic Wikipedia ויקיפדיה הערבית Arabic alphabet אלפבית ערבי Arabic books קטגוריה:ספרים ערביים Arabic chat alphabet כתיבת ערבית בצ'אט Arabic diacritics תשכיל Arabic language קטגוריה:ערבית Arabic letters קטגוריה:אלפבית ערבי Arabic literature ספרות ערבית Arabic literature קטגוריה:ספרות ערבית Arabic maqam מקאם Arabic music מוזיקה ערבית Arabic music קטגוריה:מוזיקה ערבית Arabic name שם ערבי Arabic names of calendar months השמות הערביים של חודשי לוח השנה הגרגוריאני Arabic numerals ספרות הודיות-ערביות Arabic words and phrases קטגוריה:מילים וביטויים ערביים Arabic-language films קטגוריה:סרטים בערבית Arabic-language newspapers קטגוריה:עיתונים ערביים Arabic-language poets קטגוריה:משוררים ערבים Arabic-language singers קטגוריה:זמרים השרים בערבית Arabic-language television stations קטגוריה:ערוצי טלוויזיה ערביים Arabic-language websites קטגוריה:אתרי אינטרנט בערבית Arabic-language writers קטגוריה:סופרים ערבים Arabic-script sidebar תבנית:אלפבית ערבי Arabic–Hebrew translators קטגוריה:מתרגמים מערבית לעברית Arabidopsis thaliana תודרנית לבנה Arabinose אראבינוז Arabis ארביס Arabization ערביזציה Arabs ערבים Arabs for Israel ערבים למען ישראל Arab–Israeli conflict הסכסוך הישראלי-ערבי Arab–Israeli conflict קטגוריה:הסכסוך הישראלי-ערבי Arab–Israeli conflict תבנית:סכסוך ישראל-ערב Arab–Israeli diplomacy מהלכים מדיניים והסכמים ישראל-ערב תבנית:תוכניות Aracaju אראקז'ו Araceae לופיים Araceae קטגוריה:לופיים Aracely Arámbula ארסלי ארמבולה Arachidonic acid חומצה ארכידונית Arachne ארכנה Arachnid עכבישניים Arachnids קטגוריה:עכבישניים Arachnoiditis ארכנואידיטיס Arachnology ארכנולוגיה Arachnophobia ארכנופוביה Arad ארד Arad Sawat ערד שאואט Aradippou ארדיפו Arafat ערפאת Arafura Sea ים אראפורה Aragon אראגון Aragon קטגוריה:אראגון Aragonese language אראגונית Aragonese monarchs קטגוריה:מלכי אראגון Aragonite ארגוניט Aragorn אראגורן Aragosaurus אראגוזאורוס Aragua ארגואה Araguaia River ארגואייה Aragvi River אראגווי Arajs Kommando קומנדו ארייס Arak עראק Arak ערק Arakel of Tabriz אראקל מתבריז Arakhin מסכת ערכין Aral Sea ימת אראל Araliaceae קטגוריה:קיסוסיים Araliaceae קיסוסיים Aralkylamine N-acetyltransferase אראלקילאמין N-אצטילטרנספראז Aram ארם Aram Khachaturian אראם חאצ'טוריאן Aram Mp3 Aram Mp3 Aram-Damascus ארם דמשק Aram-Naharaim ארם נהריים Aramaic alphabet אלפבית ארמי Aramaic inscriptions קטגוריה:כתובות בארמית Aramaic language ארמית Aramaic languages קטגוריה:ארמית Aramaic texts קטגוריה:כתבי יד ארמיים Aramaic words and phrases קטגוריה:ניבים וביטויים ארמיים Arameans ארמים Arameans קטגוריה:ארמים Aramid ארמיד Aramis Knight אראמיס נייט Aran Islands איי אראן Arancini ארנצ'יני Araneidae קטגוריה:גלגלניים Aranjuez ארנחואס Aransas Bay מפרץ אראנסאס Arantxa Sánchez Vicario ארנצ'ה סנצ'ס ויקאריו Aranuka אראנוקה Arapaho אראפהו Arapaima gigas פיררוקו Arapiraca אראפיראקה Ararat אררט Aras נהר אראס Aras Bulut İynemli אראס בולוט אינמלי Aras Özbiliz אראס אוזביליז Arash ארש Aratinga קוניור Aratus of Sicyon אראטוס מסיקיון Araucanía Region אראוקניה Araucaria heterophylla אראוקריה רמה Arauco War מלחמת האראוקו Arauco War קטגוריה:מלחמת האראוקו Araujia ארויה Araujia sericifera ארויה משיינית Araunah ארוונה Arava ערבה Arava Institute for Environmental Studies מכון הערבה Arava Power Company ערבה פאוור קומפני Aravane Rezaï ארוואן רזאי Aravind Adiga ארווינד אדיגה Arawakan languages שפות אראוואק Arazi ארזי Arba ארבע Arba Lijoch ארבעים הילדים Arba'ah Turim ארבעה טורים Arba'een ארבעין Arbat ארבאט Arbat Street ארבאט Arbatskaya Square כיכר ארבאט Arbeit macht frei העבודה משחררת Arbeitsdorf ארבייטסדורף Arbel ארבל Arber ארבר Arbitrage ארביטראז' Arbitrage עסקה מגונה Arbitration בוררות Arboretum Sofiyivka גן סופיה Arbutus קטלב Arbutus andrachne קטלב מצוי Arc de Triomf שער הניצחון בברצלונה Arc de Triomphe שער הניצחון בפריז Arc de Triomphe du Carrousel שער הניצחון של קרוסל ArcGIS ArcGIS Arcade ארקדה Arcade ארקייד Arcade Fire Arcade Fire Arcade Fire ארקייד פייר Arcade Fire albums קטגוריה:אלבומי ארקייד פייר Arcade game משחק ארקייד Arcade games קטגוריה:משחקי ארקייד Arcadi Gaydamak ארקדי גאידמק Arcadia ארקאדיה Arcadius קיסר האימפריה הביזנטית ארקדיוס Arcadocypriot Greek ארקדו-קיפריוטית Arcaffe ארקפה Arcangelo Corelli ארכאנג'לו קורלי Arcas ארקס ArcelorMittal Orbit ארסלורמיטאל אורביט Arcesilaus ארקסילאוס Arch קשת Arch Enemy Arch Enemy Arch Linux Arch Linux Arch dam סכר קשת Arch of Constantine קשת קונסטנטינוס Arch of Drusus קשת דרוסוס Arch of Galerius and Rotunda קשת גלריוס והרוטונדה Arch of Septimius Severus שער ספטימיוס סוורוס Arch of Titus שער טיטוס Arch of Triumph שער הניצחון Arch of the Sergii קשת סרגיוס Arch support מדרס Archaea ארכאונים Archaea קטגוריה:ארכאונים Archaeobatrachia ארכאובטרכיה Archaeoceti לווייתנים קדומים Archaeoceti קטגוריה:לווייתנים קדומים Archaeognatha קדומי-הלסת Archaeoindris למור ענק Archaeological Landscape of the First Coffee Plantations in the South-East of Cuba מטעי הקפה בדרום-מזרח קובה Archaeological Museum of Olympia המוזיאון הארכאולוגי של אולימפיה Archaeological artifacts קטגוריה:עתיקות Archaeological culture תרבות חומרית Archaeological cultures קטגוריה:תרבויות ארכאולוגיות Archaeological field survey סקר ארכאולוגי Archaeological forgery זיוף עתיקות Archaeological museums קטגוריה:מוזיאונים לארכאולוגיה Archaeological museums in Egypt קטגוריה:מוזיאונים לארכאולוגיה במצרים Archaeological museums in Germany קטגוריה:מוזיאונים לארכאולוגיה בגרמניה Archaeological museums in Iraq קטגוריה:עיראק: מוזיאונים לארכאולוגיה Archaeological museums in Israel קטגוריה:מוזיאונים לארכאולוגיה בישראל Archaeological museums in Italy קטגוריה:מוזיאונים לארכאולוגיה באיטליה Archaeological museums in Syria קטגוריה:סוריה: מוזיאונים לארכאולוגיה Archaeological museums in Turkey קטגוריה:מוזיאונים לארכאולוגיה בטורקיה Archaeological museums in the United Kingdom קטגוריה:מוזיאונים לארכאולוגיה בבריטניה Archaeological museums in the United States קטגוריה:מוזיאונים לארכאולוגיה בארצות הברית Archaeological section שכבה ארכאולוגית Archaeological site אתר ארכאולוגי Archaeological sites קטגוריה:אתרים ארכאולוגיים Archaeological sites by culture קטגוריה:אתרים ארכאולוגיים לפי תרבות Archaeological sites in Cyprus קטגוריה:קפריסין:אתרים ארכאולוגיים Archaeological sites in Egypt קטגוריה:אתרים ארכאולוגיים במצרים Archaeological sites in France קטגוריה:אתרים ארכאולוגיים בצרפת Archaeological sites in Greece קטגוריה:יוון: אתרים ארכאולוגיים Archaeological sites in Hong Kong קטגוריה:הונג קונג: אתרים ארכיאולוגיים Archaeological sites in Iran קטגוריה:אתרים ארכאולוגיים באיראן Archaeological sites in Iraq קטגוריה:עיראק: אתרים ארכאולוגיים Archaeological sites in Israel קטגוריה:אתרים ארכאולוגיים בארץ ישראל Archaeological sites in Jerusalem קטגוריה:אתרים ארכאולוגיים בירושלים Archaeological sites in Jordan קטגוריה:ירדן: אתרים ארכאולוגיים Archaeological sites in Lebanon קטגוריה:לבנון: אתרים ארכאולוגיים Archaeological sites in Mexico קטגוריה:אתרים ארכאולוגיים במקסיקו Archaeological sites in Peru קטגוריה:אתרים ארכאולוגיים בפרו Archaeological sites in Romania קטגוריה:אתרים ארכאולוגיים ברומניה Archaeological sites in Samaria קטגוריה:השומרון: אתרים ארכאולוגיים Archaeological sites in Spain קטגוריה:אתרים ארכאולוגיים בספרד Archaeological sites in Syria קטגוריה:סוריה: אתרים ארכאולוגיים Archaeological sites in Turkey קטגוריה:אתרים ארכאולוגיים בטורקיה Archaeological sites in the West Bank קטגוריה:יהודה ושומרון: אתרים ארכאולוגיים Archaeological sites on the Golan Heights קטגוריה:רמת הגולן: אתרים ארכאולוגיים Archaeological theory קטגוריה:תאוריות ארכאולוגיות Archaeologists קטגוריה:ארכאולוגים Archaeology ארכאולוגיה Archaeology קטגוריה:ארכאולוגיה Archaeology books קטגוריה:ספרי ארכאולוגיה Archaeology journals קטגוריה:כתבי עת לארכאולוגיה Archaeology of Israel ארכאולוגיה של ארץ ישראל Archaeology of Israel קטגוריה:ארכאולוגיה של ארץ ישראל Archaeology of Romania קטגוריה:רומניה: ארכאולוגיה Archaeology of Syria קטגוריה:סוריה: ארכאולוגיה Archaeology of the United Kingdom קטגוריה:הממלכה המאוחדת: ארכאולוגיה Archaeology stubs קטגוריה:קצרמר ארכאולוגיה Archaeopterygidae קטגוריה:עופות קמאים Archaeopteryx ארכאופטריקס Archaeornithes עופות קמאים Archaic Greece יוון הארכאית Archaic period in North America התקופה הארכאית באמריקה הצפונית Archaic smile חיוך ארכאי Archangel ארכנגלסק Archbasilica of St. John Lateran בזיליקת יוחנן הקדוש בלטראנו Archbishop ארכיבישוף Archbishop Atticus of Constantinople אטיקוס מקונסטנטינופול Archbishop of Canterbury הארכיבישוף מקנטרברי Archbishop of York הארכיבישוף מיורק Archbishops קטגוריה:ארכיבישופים Archbishops of Canterbury קטגוריה:ארכיבישופי קנטרברי Archbishops of Milan קטגוריה:ארכיבישופי מילאנו Archduchess of Austria-Este Princess Astrid of Belgium נסיכת בלגיה אסטריד Archduke Eugen of Austria ארכידוכס אוסטריה אויגן Archduke Franz Ferdinand of Austria ארכידוכס אוסטריה פרנץ פרדיננד Archduke Franz Karl of Austria ארכידוכס אוסטריה פרנץ קרל Archduke Joseph August of Austria ארכידוכס אוסטריה יוזף אוגוסט Archduke Joseph Ferdinand of Austria ארכידוכס אוסטריה יוזף פרדיננד Archduke Rudolf of Austria רודולף יוהאן יוזף ריינר Archduke of Austria Albert VII ארכידוכס אוסטריה אלברכט השביעי Arche ארקה Arche הראשית Archean ארכאיקון Archegonium מורפולוגיה של הצמח - מונחים#איברים בצמחים פרימיטיביים Archelaus ארכלאוס Archelaus I of Macedon מלך מוקדון ארכלאוס Archelon ארכלון Archer ארצ'ר Archer Artillery System ארצ'ר Archer Martin ארצ'ר ג'ון פורטר מרטין Archer's paradox פרדוקס הקשת Archerfish צלף Archers קטגוריה:קשתים Archery קטגוריה:קשתות Archery קשתות Archery at the Summer Olympics קשתות במשחקים האולימפיים Arches National Park הפארק הלאומי ארצ'ס Archibald Constable ארצ'יבלד קונסטבל Archibald Leitch ארצ'יבלד לייטץ' Archibald MacLeish ארצ'יבלד מקליש Archibald McMurdo ארצ'יבלד מק-מרדו Archibald Murray ארצ'יבלד מארי Archibald le Magi-chien נחשון Archie Bunker ארצ'י בנקר Archie Cross ארצ'י קרוס Archie Gray ארצ'י גריי Archie Hahn ארצ'י האן Archie Macaulay ארצ'י מקאולי Archie Shepp ארצ'י שפ Archie search engine ארצ'י Archil Arveladze ארצ'יל ארבלדזה Archilochus ארכילוכוס Archimedean property תכונת ארכימדס Archimedean solid פאון ארכימדי Archimedes ארכימדס Archimedes קטגוריה:ארכימדס Archimedes Palimpsest הפלימפססט של ארכימדס Archimedes' cattle problem בעיית הבקר של ארכימדס Archimedes' principle חוק ארכימדס Archimedes' screw בורג ארכימדס Archipelago ארכיפלג Archipelago Sea ים הארכיפלג Archipelagoes קטגוריה:ארכיפלגים Archipelagoes of the Arctic Ocean קטגוריה:ארכיפלגים באוקיינוס הקרח הצפוני Architect אדריכל Architect of the Capitol אדריכל הקפיטול Architects קטגוריה:אדריכלים Architects by nationality קטגוריה:אדריכלים לפי מדינה Architects by style קטגוריה:אדריכלים לפי סגנון Architectural elements קטגוריה:אלמנטים אדריכליים Architectural engineering מערכות בניין Architectural history קטגוריה:תולדות האדריכלות Architectural model דגם אדריכלי Architectural style היסטוריה של אדריכלות המערב Architectural styles קטגוריה:סגנונות באדריכלות Architectural theory קטגוריה:אדריכלות תאורטית Architecture אדריכלות Architecture ארכיטקטורה Architecture פורטל:אדריכלות Architecture קטגוריה:אדריכלות Architecture award winners קטגוריה:זוכי פרסים לאדריכלות Architecture awards קטגוריה:פרסי אדריכלות Architecture by country קטגוריה:אדריכלות לפי מדינה Architecture museums קטגוריה:מוזיאונים לאדריכלות Architecture of Israel אדריכלות ישראלית Architecture of the United States אדריכלות בארצות הברית Architecture stubs קטגוריה:קצרמר אדריכלות Architecture templates קטגוריה:תבניות ניווט - אדריכלות Architrave ארכיטרב Archival templates קטגוריה:תבניות ארכיון Archive ארכיון Archive ארכייב Archive תבנית:ארכיון Archive Manager File Roller Archive box תבנית:תיבת ארכיון Archivemainpage תבנית:ארכיון Archives קטגוריה:ארכיונים Archives in Israel קטגוריה:ארכיונים בישראל Archivist ארכיונאי Archivists קטגוריה:ארכיונאים Archon ארכון Archontophoenix alexandrae דקל אלכסנדר Archosaur ארכוזאוריה Archosaurs קטגוריה:ארכוזאוריה Archytas ארכיטס Arco de la Victoria שער הניצחון במדריד Arcology ארקולוגיה Arcoverde ארקוברדה Arctic האזור הארקטי Arctic קטגוריה:האזור הארקטי Arctic Cathedral קתדרלת איסהאב Arctic Circle החוג הארקטי Arctic Cordillera הקורדילרה הארקטית Arctic Monkeys ארקטיק מאנקיז Arctic Ocean אוקיינוס הקרח הצפוני Arctic Ocean קטגוריה:אוקיינוס הקרח הצפוני Arctic Ocean Conference כנס האוקיינוס הארקטי Arctic birds קטגוריה:האזור הארקטי: עופות Arctic convoys of World War II המערכה באוקיינוס האטלנטי Arctic fox שועל שלג Arctic hare ארנבת הקוטב Arctic research קטגוריה:חקר האזור הארקטי Arctic roll גליל ארקטי Arctic tern שחפית הקוטב Arctic wolf זאב ארקטי Arctiidae קטגוריה:דובוניים Arctocephalus דוב ים Arctocephalus forsteri דוב ים ניו זילנדי Arcturus ארקטורוס Arculf ארקולף Ard Schenk ארד סחנק Arda Turan ארדה טוראן Ardabil ארדביל Ardabil Province ארדביל Ardahan ארדהאן Ardahan Province ארדהאן Ardakan ארדכאן Ardant du Picq ארדאן די פיק Ardaric ארדאריק Ardashir I ארדשיר Ardbeg distillery ארדבג Ardea אנפה Ardeatine massacre הטבח בפוסה ארדיאטינה Ardeidae קטגוריה:אנפתיים Arden ארדן Ardennes ארדן Ardennes ארדנים Ardennes Sedan סדאן Ardipithecus ארדיפיתקוס Ardipithecus kadabba ארדיפיתקוס קדבה Ardipithecus ramidus ארדיפיתקוס רמידוס Arditi ארדיטי Ardon ארדון Arduinna ארדואינה Arduino ארדואינו Ardèche ארדש Are You Afraid of the Dark? מי מפחד מהחושך? Are You Being Served? מישהו מטפל בך? Are You Lonesome Tonight? Are You Lonesome Tonight? Area קטגוריה:שטח Area שטח Area 51 אזור 51 Area C שטח C Area Control Center אזור בקרה מרחבית Area chart גרף שטח Area de Conservación Guanacaste World Heritage Site גואנאקאסטה Area of Outstanding Natural Beauty אזור יופי טבעי יוצא דופן Area studies לימודים אזוריים Areas of London קטגוריה:לונדון: שכונות Areas of Outstanding Natural Beauty קטגוריה:אזורי יופי טבעי יוצא דופן Arecaceae דקליים Arecales דקלאים Arecibo Observatory מצפה הכוכבים ארסיבו Arecibo message הודעת ארסיבו Aref al-Aref עארף אל-עארף Aref al-Dajani עארף א-דג'אני Aren Maeir אהרון מאיר Arena ארנה Arena זירה Arena Armeec ארמץ ארנה Arena Bonifika בוניפיקה הול Arena Corinthians ארנה קורינתיאנס Arena Football League Arena Football League Arena Football League קטגוריה:פוטבול באולמות סגורים Arena Khimki ארנה חימקי Arena Lviv ארנה לבוב Arena Națională ארנה נציונאלה Arena Pantanal ארנה פנטנל Arena Stožice סטוז'יצה ארנה Arena da Amazônia ארנה אמזוניה Arena da Baixada ארנה דה ביישאדה Arena das Dunas ארנה דאס דונאס Arena rock ארינה רוק ArenaNet ArenaNet Arenal Volcano ארנל Arenas ארנס Arend Lijphart ארנד ליפהרט Arenysaurus ארניזאורוס Areolar glands בלוטות מונטגומרי Areopagitica אראופגיטיקה Areopagus אראופגוס Arequipa ארקיפה Ares ארס Ares I ארס 1 Ares I-X ארס 1-X Ares V ארס 5 Aretas I חרתת הראשון Arete ארטה Aretha Franklin אריתה פרנקלין Areus I אראוס הראשון Areus II אראוס השני Arezzo ארצו Arfvedsonite ארפוודסוניט Argali כבש ארגאלי Argalus ארגאלוס Argaman ארגמן Argania ארגן Argent ארז'ן Argentavis ארגנטוויס Argentina ארגנטינה Argentina קטגוריה:ארגנטינה Argentina Córdoba קורדובה Argentina Córdoba קטגוריה:קורדובה Argentina Córdoba Province קורדובה Argentina Córdoba Province קטגוריה:קורדובה Argentina Davis Cup team נבחרת גביע דייוויס של ארגנטינה Argentina Formosa פורמוסה Argentina Geography of Santa Cruz Province קטגוריה:פרובינציית סנטה קרוס: גאוגרפיה Argentina Goya גוז'ה Argentina La Banda לה בנדה Argentina La Rioja לה ריוחה Argentina La Rioja Province לה ריוחה Argentina La Rioja Province קטגוריה:לה ריוחה Argentina Men Basketball Squad 2004 Summer Olympics תבנית:נבחרת ארגנטינה בכדורסל באולימפיאדת 2004 Argentina Men Basketball Squad 2008 Summer Olympics תבנית:נבחרת ארגנטינה בכדורסל באולימפיאדת 2008 Argentina Men Basketball Squad 2012 Summer Olympics תבנית:נבחרת ארגנטינה בכדורסל באולימפיאדת 2012 Argentina Mendoza מנדוסה Argentina Populated places in La Rioja Province קטגוריה:לה ריוחה: ערים Argentina Populated places in Santa Cruz Province קטגוריה:סנטה קרוס: ערים Argentina Reducción de Santa María la Mayor סנטה מריה לה מז'ור Argentina San Juan סן חואן Argentina San Juan Province סן חואן Argentina San Juan Province קטגוריה:סן חואן Argentina San Luis סן לואיס Argentina Santa Cruz Province סנטה קרוס Argentina Santa Cruz Province קטגוריה:סנטה קרוס Argentina Santa Fe סנטה פה Argentina Tierra del Fuego Province טיירה דל פואגו Argentina Tierra del Fuego Province קטגוריה:טיירה דל פואגו Argentina Villa Castelli ויז'ה קסטלי Argentina at the Olympics ארגנטינה במשחקים האולימפיים Argentina at the Paralympics ארגנטינה במשחקים הפאראלימפיים Argentina international footballers קטגוריה:כדורגלני נבחרת ארגנטינה Argentina location map templates קטגוריה:תבניות מיפוי לפי מדינות: ארגנטינה Argentina men's football squad 2008 Summer Olympics תבנית:נבחרת ארגנטינה בכדורגל באולימפיאדת 2008 Argentina national basketball team נבחרת ארגנטינה בכדורסל Argentina national basketball team templates קטגוריה:סגלי נבחרת ארגנטינה בכדורסל Argentina national football team נבחרת ארגנטינה בכדורגל Argentina national football team managers קטגוריה:מאמני נבחרת ארגנטינה בכדורגל Argentina national football team navigational boxes קטגוריה:סגלי נבחרת ארגנטינה בכדורגל Argentina national handball team נבחרת ארגנטינה בכדוריד Argentina national rugby union team נבחרת ארגנטינה ברוגבי Argentina national under-17 football team נבחרת ארגנטינה בכדורגל עד גיל 17 Argentina national under-20 football team נבחרת ארגנטינה בכדורגל עד גיל 20 Argentina squad 1930 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1930 Argentina squad 1966 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1966 Argentina squad 1974 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1974 Argentina squad 1978 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1978 Argentina squad 1979 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1979 Argentina squad 1982 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1982 Argentina squad 1983 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1983 Argentina squad 1986 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1986 Argentina squad 1987 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1987 Argentina squad 1989 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1989 Argentina squad 1990 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1990 Argentina squad 1991 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1991 Argentina squad 1993 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1993 Argentina squad 1994 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1994 Argentina squad 1995 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1995 Argentina squad 1997 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1997 Argentina squad 1998 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 1998 Argentina squad 1999 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 1999 Argentina squad 2002 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 2002 Argentina squad 2004 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 2004 Argentina squad 2006 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 2006 Argentina squad 2007 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 2007 Argentina squad 2010 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 2010 Argentina squad 2011 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 2011 Argentina squad 2014 FIFA World Cup תבנית:נבחרת ארגנטינה במונדיאל 2014 Argentina squad 2015 Copa América תבנית:נבחרת ארגנטינה בקופה אמריקה 2015 Argentina squad Copa América Centenario תבנית:נבחרת ארגנטינה בקופה אמריקה 2016 Argentina templates קטגוריה:תבניות ניווט - ארגנטינה Argentina women's national football team נבחרת ארגנטינה בכדורגל נשים Argentina–Israel relations 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האריאני Ariana Afghan Airlines אריאנה נתיבי אוויר אפגנים Ariana Grande אריאנה גרנדה Ariana Grande קטגוריה:אריאנה גרנדה Ariana Grande תבנית:אריאנה גרנדה Ariana Grande songs קטגוריה:שירי אריאנה גרנדה Ariana Kukors אריאנה קוקורס Ariane 1 אריאן 1 Ariane 4 אריאן 4 Ariane 5 אריאן 5 Ariane Mnouchkine אריאן מנושקין Ariane de Rothschild אריאן דה רוטשילד Arianism אריאניות Arianna Huffington אריאנה הפינגטון Arianne Zucker אריאן זוקר Ariarathes VI of Cappadocia אריארתס השישי Ariarathes VII of Cappadocia אריארתס השביעי Ariarathes VIII of Cappadocia אריארתס השמיני Arias אריאס Arias קטגוריה:אריות Aribert Heim אריברט היים Aribert Reimann אריברט ריימן Arica אריקה Arid אקלים צחיח Arie Aroch אריה ארוך Arie Haan ארי האן Arie Maliniak אריה מליניאק Arie Reich אריה רייך Arie Selinger אריה זלינגר Arie Shapira אריה שפירא Arie Vardi אריה ורדי Arie Zeev Raskin אריה זאב רסקין Arieh Ben-Naim אריה בן נאים Arieh Dulzin אריה דולצ'ין Arieh Elias אריה אליאס Arieh Levavi אריה לבבי Arieh Lubin אריה לובין Arieh Sharon אריה שרון Arieh Warshel אריה ורשל Ariel אריאל Ariel Atias אריאל אטיאס Ariel Dorfman אריאל דורפמן Ariel Harush אריאל הרוש Ariel Horowitz אריאל הורוביץ Ariel Ibagaza אריאל איבגסה Ariel McDonald אריאל מקדונלד Ariel Ortega אריאל אורטגה Ariel Ramírez אריאל רמירס Ariel Rot אריאל רות Ariel Rubinstein אריאל רובינשטיין Ariel Sharon אריאל שרון Ariel Sharon קטגוריה:אריאל שרון Ariel String Quartet רביעיית אריאל Ariel Toaff אריאל טואף Ariel University אוניברסיטת אריאל בשומרון Ariel University קטגוריה:אוניברסיטת אריאל בשומרון Ariel Vromen אריאל ורומן Ariel Weinstein אריאל וינשטיין Ariel Winter אריאל וינטר Ariel Ze'evi אריק זאבי Ariel Zilber אריאל זילבר Ariel Zuckermann אריאל צוקרמן ArielGold משתמש:ArielGold Ariella Azoulay אריאלה אזולאי Ariella.richardson שרית קראוס Ariely User:ariely Aries טלה Aries מזל טלה Aries קטגוריה:קבוצת הכוכבים טלה Aries Merritt ארייס מריט Ariete אריאטה Arihant-class submarine סדרת הצוללות אריהנט Arik Ascherman אריק אשרמן Arik Benado אריק בנדו Arik Brauer אריק בראואר Arik Einstein אריק איינשטיין Arik Lavie אריק לביא Arik Shivek אריק שיבק Arik Yanko אריק ינקו Arimaa ארימא Arimathea רמתיים Arimis~enwiki משתמש:Arimis Arina Ree משתמש:Arina Ree Arinna ארינה Ariobarzanes I of Cappadocia מלך קפדוקיה אריוברזנס הראשון Ariobarzanes of Persis אריוברזנס Arioch אריוך Ariogala אירגולה Arion אריון Aripiprazole אריפיפרזול Aris B.C. אריס סלוניקי Aris B.C. coaches קטגוריה:מאמני אריס סלוניקי בכדורסל Aris B.C. players קטגוריה:כדורסלני אריס סלוניקי Aris Limassol players קטגוריה:כדורגלני אריס לימסול Aris San אריס סאן Aris Thessaloniki F.C. אריס סלוניקי Aris Thessaloniki F.C. players קטגוריה:כדורגלני אריס סלוניקי Arisarum לופית Arisarum vulgare לופית מצויה Arish אל עריש Arisia Rrab אריסיה ראב ArisiaGL.JPG קובץ:ArisiaGL.jpg Arison family אריסון Arista Records אריסטה רקורדס Aristaeus אריסטיוס Aristagoras אריסטגורס ממילטוס Aristarchus מכתש אריסטרכוס Aristarchus of Samos אריסטרכוס מסאמוס Aristide Briand אריסטיד בריאן Aristide Maillol אריסטיד מאיול Aristides אריסטידס Aristides de Sousa Mendes ארישטידש דה סוזה מנדש Aristippus אריסטיפוס Aristizza Romanescu אריסטיצה רומנסקו Aristo of Chios אריסטו מכיוס Aristobulus אריסטובולוס Aristobulus I אריסטובולוס הראשון Aristobulus II אריסטובולוס השני Aristobulus III of Judea אריסטובולוס השלישי Aristobulus IV אריסטובולוס Aristocracy אריסטוקרטיה Aristodemus of Cumae אריסטודמוס מקומאי Aristodemus of Sparta אריסטודמוס מספרטה Aristodemus the Good אריסטודמוס ממגלופוליס Aristolochia ספלול Aristolochiaceae ספלוליים Ariston of Sparta אריסטון Aristophanes אריסטופאנס Aristophanes Plays תבנית:מחזות אריסטופנס Aristophanes of Byzantium אריסטופאנס מביזנטיון Aristotelian physics הפיזיקה של אריסטו Aristotle אריסטו Aristotle קטגוריה:אריסטו Aristotle Onassis אריסטוטלס אונאסיס Aristotle with a Bust of Homer אריסטו מתבונן בפרוטומה של הומרוס Aristotle's wheel paradox פרדוקס הגלגל של אריסטו Arithmetic אריתמטיקה Arithmetic קטגוריה:אריתמטיקה Arithmetic combinatorics קומבינטוריקה אדיטיבית Arithmetic for Parents חשבון להורים Arithmetic function פונקציה אריתמטית Arithmetic functions קטגוריה:פונקציות אריתמטיות Arithmetic logic unit יחידה אריתמטית-לוגית Arithmetic mean ממוצע חשבוני Arithmetic progression סדרה חשבונית Arithmetica אריתמטיקה Arithmetic–geometric mean ממוצע אריתמטי-גאומטרי Aritz Aduriz אריץ אדוריס Arius אריוס Arizona אריזונה Arizona קטגוריה:אריזונה Arizona תבנית:אריזונה Arizona Cardinals אריזונה קרדינלס Arizona Clarkdale קלארקדייל Arizona Coconino County קוקונינו Arizona Coyotes אריזונה קויוטיס Arizona Diamondbacks אריזונה דיאמונדבקס Arizona Dream חלום אריזונה Arizona Flagstaff פלגסטף Arizona Flagstaff קטגוריה:פלאגסטאף Arizona Fountain Hills פאונטיין הילס Arizona Gilbert גילברט Arizona Glendale גלנדייל Arizona Kingman קינגמן Arizona La Paz County לה פאז Arizona Lake Havasu City לייק האווסו סיטי Arizona Maricopa County מריקופה Arizona Mesa מסה Arizona Mohave County מוהאבי Arizona Page פייג' Arizona Phoenix פיניקס Arizona Phoenix קטגוריה:פיניקס Arizona SB 1070 חוק התמיכה באכיפת החוק וביטחון שכונותינו Arizona Scottsdale סקוטסדייל Arizona State Sun Devils men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של אריזונה Arizona State University אוניברסיטת המדינה של אריזונה Arizona Strip רצועת אריזונה Arizona Summerhaven סאמרהבן Arizona Supai סופאי Arizona Surprise סופרייז Arizona Territory טריטוריית אריזונה Arizona Tucson טוסון Arizona Tucson קטגוריה:טוסון Arizona Wildcats men's basketball players קטגוריה:כדורסלני אוניברסיטת אריזונה Arizona Yuma יומה Arizona counties קטגוריה:אריזונה: מחוזות Arizonadreammovie.jpg קובץ:Arizonadreammovie.jpg Ariège ארייז' Arjen Robben אריין רובן Arjun Appadurai ארג'ון אפדוראי Ark of the Covenant ארון הברית Arkadaş Association ארקאדאש - קהילת יוצאי טורקיה בישראל Arkadi Duchin ארקדי דוכין Arkadiusz Milik ארקדיוש מיליק Arkadiusz Rybicki ארקדיוש רביצקי Arkady Dvorkovich ארקדי דבורקוביץ' Arkady Gaidar ארקדי גאידר Arkady Luxemburg ארקדי לוקסמבורג Arkady Migdal ארקדי מגדל Arkady Raikin ארקדי רייקין Arkady Rotenberg ארקדי רוטנברג Arkady Shaikhet ארקדי שייחט Arkady and Boris Strugatsky ארקדי ובוריס סטרוגצקי Arkan ז'לקו רזנטוביץ' Arkanoid ארקאנויד Arkansas ארקנסו Arkansas קטגוריה:ארקנסו Arkansas תבנית:ארקנסו Arkansas Fayetteville פאייטוויל Arkansas Fort Smith פורט סמית' Arkansas Little Rock ליטל רוק Arkansas Little Rock קטגוריה:ליטל רוק Arkansas Razorbacks men's basketball players קטגוריה:כדורסלני אוניברסיטת ארקנסו Arkansas River ארקנסו Arkhangai Province ארחאנגאי Arkhangelsk ארכנגלסק Arkhangelsk Oblast ארכנגלסק Arkhangelsk Oblast Mirny מירני Arkhip Kuindzhi ארכיפ קוינג'י Arkia ארקיע Arkose ארקוזה Arktikum Science Museum ארקטיקום Arla משתמש:Arla Arla Foods ארלה פודס Arleigh Burke ארלי ברק Arleigh Burke-class destroyer סדרת המשחתות ארלי ברק Arlen Specter ארלן ספקטר Arlene Howell ארלין הוייל Arles ארל Arles Amphitheatre אמפיתיאטרון ארל Arlie Russell Hochschild ארלי הוכשילד Arlind5 פרישטינה Arlington ארלינגטון Arlington Memorial Amphitheater אמפיתיאטרון הזיכרון Arlington Memorial Bridge גשר הזיכרון ארלינגטון Arlington National Cemetery בית הקברות הלאומי ארלינגטון Arlington National Cemetery קטגוריה:בית הקברות הלאומי ארלינגטון Arlo Guthrie ארלו גאת'רי Arlon ארלון Arm wrestling הורדת ידיים Arm's length principle מחיר השוק Armada ארמדה Armada Memorial אנדרטת הארמדה הלאומית Armadillidiidae כדרורוניים Armadillos קטגוריה:ארמדיליים Armageddon ארמגדון Armagnac ארמניאק Armah מלך אקסום ארמה Armalite AR-7 AR-7 Armand Amar ארמנד עמר Armand Assante ארמנד אסנטה Armand Călinescu ארמנד קלינסקו Armand David ארמן דוד Armand Hammer ארמנד האמר Armand Lévy ארמן לוי Armand Phillip Bartos ארמן פיליפ בארטוס Armand Traoré ארמן טראורה Armando Calderón Sol ארמנדו קלדרון סול Armando Dely Valdés ארמנדו דלי ואלדס Armando Diaz ארמנדו דיאז Armando Guebuza ארמנדו גבוזה Armando Manzanero ארמנדו מנסנרו Armani ארמני Armavia ארמאוויה Armazi ארמזי Armação dos Búzios בוזיוס Armed & Delirious גרניקס Armed Forces Memorial אנדרטת הכוחות המזוינים Armed Forces of Saudi Arabia הכוחות המזוינים של ערב הסעודית Armed Forces of Ukraine הכוחות המזוינים של אוקראינה Armed Forces of the Argentine Republic הכוחות המזוינים של ארגנטינה Armed Forces of the Islamic Republic of Iran צבא איראן Armed Forces of the Libyan Arab Jamahiriya צבא לוב Armed Forces of the Republic of Uzbekistan צבא אוזבקיסטן Armed Islamic Group of Algeria הקבוצה האסלאמית החמושה Armed forces of the Netherlands הכוחות המזוינים של הולנד Armee-Abteilung A פלגת הארמייה A Armee-Abteilung B פלגת הארמייה B Armee-Abteilung C פלגת הארמייה C Armee-Abteilung D פלגת הארמייה D Armee-Abteilung Gronau פלגת הארמייה גרונאו Armee-Abteilung Woyrsch פלגת הארמייה ווירש Armen Dzhigarkhanyan ארמן ג'יגרחניאן Armenia ארמניה Armenia קטגוריה:ארמניה Armenia Zvartnots זווארטנוץ Armenia at the Olympics ארמניה במשחקים האולימפיים Armenia at the Paralympics ארמניה במשחקים הפאראלימפיים Armenia in the Eurovision Song Contest ארמניה באירוויזיון Armenia national football team נבחרת ארמניה בכדורגל Armenia templates קטגוריה:תבניות ניווט - ארמניה Armenian Apostolic Church הכנסייה האפוסטולית הארמנית Armenian Apostolic Church קטגוריה:הכנסייה האפוסטולית הארמנית Armenian Apostolic monasteries קטגוריה:הכנסייה האפוסטולית הארמנית: מנזרים Armenian Genocide קטגוריה:רצח העם הארמני Armenian Genocide רצח העם הארמני Armenian Genocide denial הכחשת רצח העם הארמני Armenian Genocide survivors קטגוריה:ניצולי רצח העם הארמני Armenian Highlands רמת ארמניה Armenian Kingdom of Cilicia ממלכת קיליקיה הארמנית Armenian Patriarchate of Jerusalem הפטריארכיה הארמנית Armenian Premier League ליגת העל הארמנית Armenian Quarter הרובע הארמני Armenian Revolutionary Federation הפדרציה המהפכנית הארמנית Armenian Secret Army for the Liberation of Armenia הצבא הארמני הסודי לשחרור ארמניה Armenian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הארמנית Armenian artists קטגוריה:אמנים ארמנים Armenian chess players קטגוריה:שחמטאים ארמנים Armenian clergy קטגוריה:אנשי דת ארמנים Armenian composers קטגוריה:מלחינים ארמנים Armenian cuisine קטגוריה:המטבח הארמני Armenian culture קטגוריה:ארמניה: תרבות Armenian dram דראם ארמני Armenian footballers קטגוריה:כדורגלנים ארמנים Armenian historians קטגוריה:היסטוריונים ארמנים Armenian language ארמנית Armenian music קטגוריה:מוזיקה ארמנית Armenian musicians קטגוריה:מוזיקאים ארמנים Armenian national liberation movement התנועה הארמנית לשחרור לאומי Armenian numerals ספרות ארמניות Armenian painters קטגוריה:ציירים ארמנים Armenian people קטגוריה:ארמנים Armenian poets קטגוריה:משוררים ארמנים Armenian politicians קטגוריה:פוליטיקאים ארמנים Armenian singers קטגוריה:זמרים ארמנים Armenian sportspeople קטגוריה:ספורטאים ארמנים Armenian writers קטגוריה:סופרים ארמנים Armenians ארמנים Armenia–Israel relations יחסי ארמניה-ישראל Armia Krajowa members קטגוריה:לוחמי ארמייה קריובה Armia Ludowa ארמייה לודובה Armie Hammer ארמי האמר Armies קטגוריה:צבאות Armies of the Confederate States of America קטגוריה:ארמיות צבא הקונפדרציה Armies of the German Army תבנית:ארמיות הוורמאכט Armikrog Armikrog Armillaria Armillaria Armillary sphere הספירה הארמילרית Armilus ארמילוס Armin Hary ארמין הארי Armin Jordan ארמין ז'ורדן Armin Meiwes ארמין מייווס Armin Mueller-Stahl ארמין מילר-שטאל Armin Shimerman ארמין שימרמן Armin Veh ארמין פה Armin Wegner ארמין וגנר Armin van Buuren ארמין ואן בורן Arminia Bielefeld ארמיניה בילפלד Arminia Bielefeld players קטגוריה:כדורגלני ארמיניה בילפלד Arminius ארמיניוס Armistead Maupin ארמיסטד מופין Armistice שביתת נשק Armistice Day יום שביתת הנשק Armistice of Cassibile הסכם שביתת הנשק עם איטליה במלחמת העולם השנייה Armistice of Erzincan שביתת הנשק של ארזינג'אן Armistice of Mudanya שביתת הנשק של מודניה Armistice of Mudros הפסקת האש של מודרוס Armistice of Salonica שביתת הנשק של סלוניקי Armistices קטגוריה:שביתות נשק Armon ערמון Armor ארמור Armored Box Launcher ABL Armored Corps חיל השריון Armored Saint Armored Saint Armored Saint albums קטגוריה:אלבומי ארמורד סיינט Armored car שריונית Armored cruiser סיירת משוריינת Armored fighting vehicles of the United States קטגוריה:כלי רכב משוריינים אמריקאיים Armored personnel carriers of the United States קטגוריה:נגמ"שים אמריקאיים Armour קטגוריה:שריון Armour שריון Armoured cars קטגוריה:שריוניות Armoured cars of the United Kingdom קטגוריה:שריוניות בריטיות Armoured corps חיל שריון Armoured fighting vehicle רכב קרבי משוריין Armoured fighting vehicles קטגוריה:כלי רכב משוריינים Armoured fighting vehicles by country קטגוריה:כלי רכב משוריינים לפי מדינה Armoured fighting vehicles of Germany קטגוריה:כלי רכב משוריינים גרמניים Armoured fighting vehicles of Israel קטגוריה:כלי רכב משוריינים ישראליים Armoured fighting vehicles of the Soviet Union קטגוריה:כלי רכב משוריינים סובייטיים Armoured fighting vehicles of the United Kingdom קטגוריה:כלי רכב משוריינים בריטיים Armoured personnel carrier נגמ"ש Armoured personnel carriers קטגוריה:נגמ"שים Armoured personnel carriers of the Soviet Union קטגוריה:נגמ"שים סובייטיים Armoured units and formations קטגוריה:יחידות שריון Armoured vehicle-launched bridge טנק גישור Armoured vehicle-launched bridges קטגוריה:אמצעי גישור Armoured warfare לוחמת שריון Armoured warfare קטגוריה:חיל השריון Armourer נשק Arms of Canada סמל קנדה Arms race מרוץ חימוש Arms shipments from Czechoslovakia to Israel 1947–49 עסקת הנשק הצ'כוסלובקית-ישראלית Arms traders קטגוריה:סוחרי נשק Armstrong ארמסטרונג Armstrong's mixture תערובת ארמסטרונג Army צבא יבשה Army Ballistic Missile Agency הסוכנות הצבאית לטילים בליסטיים Army Combat Uniform מדי קרב Army Distinguished Service Medal מדליית השירות המצוין Army East Prussia ארמיית מזרח פרוסיה Army Gold Medal מדליית הזהב הצבאית Army Group A קבוצת ארמיות A Army Group B קבוצת ארמיות B Army Group C קבוצת ארמיות C Army Group Centre קבוצת ארמיות מרכז Army Group Courland קבוצת ארמיות קורלנד Army Group D קבוצת ארמיות D Army Group Don קבוצת ארמיות דון Army Group E קבוצת ארמיות E Army Group F קבוצת ארמיות F Army Group G קבוצת ארמיות G Army Group H קבוצת ארמיות H Army Group Liguria ארמיית ליגוריה Army Group North קבוצת ארמיות צפון Army Group North Ukraine קבוצת ארמיות צפון אוקראינה Army Group Oberrhein קבוצת ארמיות אוברריין Army Group Ostmark קבוצת ארמיות אוסטמארק Army Group South קבוצת ארמיות דרום Army Group South Ukraine קבוצת ארמיות דרום אוקראינה Army Group Vistula קבוצת ארמיות ויסלה Army Groups Germany תבנית:קבוצות ארמיות של הוורמאכט Army Radio גלי צה"ל Army group קבוצת ארמיות Army groups קטגוריה:קבוצת ארמיות Army groups of the German Army קטגוריה:קבוצות ארמיות גרמניות במלחמת העולם השנייה Army groups of the United States Army קטגוריה:קבוצות ארמיות של ארצות הברית במלחמת העולם השנייה Army of Conquest צבא הכיבוש Army of Free Lebanon צבא לבנון החופשית Army of Islam צבא האסלאם Army of Karelia ארמיית קרליה Army of Lovers ארמי אוף לאברז Army of Mississippi ארמיית מיסיסיפי Army of Mushrooms Army of Mushrooms Army of Norway ארמיית נורווגיה Army of the Andes צבא האנדים Army of the Bug ארמיית הבוג Army of the Czech Republic צבא צ'כיה Army of the Guardians of the Islamic Revolution משמרות המהפכה האסלאמית Army of the Guardians of the Islamic Revolution קטגוריה:משמרות המהפכה האסלאמית Army of the Guardians of the Islamic Revolution officers קטגוריה:אנשי משמרות המהפכה האסלאמית Army of the Holy War צבא הג'יהאד הקדוש Army of the Levant צבא הלבאנט Army of the Niemen ארמיית הניימן Army of the Po ארמיית הפו Army of the Potomac ארמיית הפוטומק Army of the Republic of Vietnam צבא דרום וייטנאם Army ranks and insignia of the Russian Federation דרגות הכוחות המזוינים של רוסיה ArmyAnt/Sandbox מלחמת האזרחים האמריקנית Armée Juive הצבא היהודי Arna Mer-Khamis ארנה מר ח'מיס Arna's Children הילדים של ארנה Arnaldo Momigliano ארנאלדו מומיליאנו Arnarsaq ארנארסאק Arnaud Amalric ארנו אמורי Arnaud-Michel d'Abbadie ארנו-מישל ד'אבדי Arnaut Daniel ארנאוט דניאל Arne Borg ארנה בורג Arne Duncan ארני דאנקן Arne Friedrich ארנה פרידריך Arne Jacobsen ארנה יאקובסן Arne Tiselius ארנה טיסליוס Arnenhorn ארננהורן Arnhem ארנהם Arnhem קטגוריה:ארנהם Arnhem Land ארץ ארנהם Arnhem Oosterbeek War Cemetery בית הקברות הצבאי ארנהם-אוסטרביק Arnie Risen ארני רייזן Arnis אסקרימה Arno ארנו Arno Allan Penzias ארנו פנזיאס Arno Atoll ארנו Arno Bieberstein ארנו ביברשטיין Arno Breker ארנו ברקר Arno Karlen ארנו קרלן Arno Nadel ארנו נאדל Arno von Lenski ארנו פון לנסקי Arnold ארנולד Arnold Aletrino ארנולד אלטרינו Arnold Aurbach ארנולד אורבך Arnold Bax ארנולד באקס Arnold Classic ארנולד קלאסיק Arnold Denker ארנולד דנקר Arnold Dolmetsch ארנולד דולמטש Arnold Lakhovsky ארנולד לחובסקי Arnold Lobel ארנולד לובל Arnold Meri ארנולד מרי Arnold Pick ארנולד פיק Arnold Rosé ארנולד רוזה Arnold Rothstein ארנולד רוטשטיין Arnold Rüütel ארנולד רוטל Arnold Schering ארנולד שרינג Arnold Schoenberg ארנולד שנברג Arnold Schottländer ארנולד שוטלנדר Arnold Schwarzenegger ארנולד שוורצנגר Arnold Skaaland ארנולד סקאלנד Arnold Sommerfeld ארנולד זומרפלד Arnold Steinhardt ארנולד שטיינהארדט Arnold Toynbee ארנולד טוינבי Arnold Vosloo ארנולד ווסלו Arnold Wesker ארנולד וסקר Arnold Zweig ארנולד צווייג Arnold de Lantins ארנולד דה לאנטינס Arnold of Soissons ארנולד מסואסון Arnold van Foreest ארנולד ון פוריסט Arnold von Winckler ארנולד פון וינקלר ArnoldPettybone משתמש:ArnoldPettybone Arnolfini Portrait נישואי הזוג ארנולפיני Arnolfo di Cambio ארנולפו די קמביו Arnon ארנון Arnon Erez ארנון ארז Arnon Goldfinger ארנון גולדפינגר Arnon Grunberg ארנון גרונברג Arnon Mantver ארנון מנטבר Arnon Milchan ארנון מילצ'ן Arnon Soffer ארנון סופר Arnona ארנונה Arnonb16 משתמש:Arnonb16 Arnor ארנור Arnoun ארנון Arnošt Lustig ארנושט לוסטיג Arnstadt ארנשטאט Arnuwanda ארנוואנדש Arnuwanda II ארנוואנדש השני Arnuwanda III ארנוואנדש השלישי Arnór Guðjohnsen ארנור גודיונסן Aroer ערוער#.D7.A2.D7.9C .D7.94.D7.90.D7.A8.D7.A0.D7.95.D7.9F Aroma ארומה Aroma Espresso Bar ארומה אספרסו בר Aromanian language ארומנית Aromanian people קטגוריה:ארומנים Aromanians ארומנים Aromatase ארומטאז Aromatherapy ארומתרפיה Aromatic compounds קטגוריה:תרכובות ארומטיות Aromaticity ארומטיות Aromobatidae ארומובטיים Aron ארון Aron Brand אהרן בראנד-אורבן Aron Freimann אהרן פריימאן Aron Gunnarsson ארון גונארסון Aron Nimzowitsch אהרון נימצוביץ' Aron Ralston ארון רלסטון Aron Vergelis אהרון ורגליס Aron Winter ארון וינטר Aron of Kangeq אהרון מקאנגק Aronia ארוניה Aronowicz אהרונוביץ' Aronszajn tree עץ אהרונשיין Arorae ארוראה Arosa ארוזה Arosvallen ארוסואלן Around the Moon סביב הירח Around the World in 80 Days מסביב לעולם בשמונים יום Around the World in Eighty Days מסביב לעולם בשמונים יום Around the World in Eighty Dreams מסביב לעולם ב-80 חלומות Arousal עוררות Arouss Al Ayn סלמנדרה מצויה Arowana גרום-לשוניים Arp ארפ Arpachshad ארפכשד Arpad Sterbik ארפד סטרביק Arpad13 משתמש:Arpad13 Arpeggio ארפג'ו Arpeggione ארפג'ונה Arpeggione Sonata סונאטת ארפג'ונה Arpino ארפינו Arqa ערקא Arquebus ארקבוז Arquette ארקט Arran ארן Arrangement עיבוד מוזיקלי Arras אראס Arras Memorial אנדרטת אראס Arrau turtle צב אראו Array data structure מערך Arrayed waveguide grating מערך מוליכי גל Arrecife ארסיפה Arrest מעצר Arrest of Jesus מאסרו של ישו Arrest warrant צו מעצר Arrested Development Arrested Development Arrested Development משפחה בהפרעה Arresting gear כבל עצירה Arrhenius equation משוואת ארניוס Arrhinoceratops אריינוצרטופס Arria Belli משתמש:Arria Belli Arrian אריאנוס Arrigo Boito אריגו בויטו Arrigo Sacchi אריגו סאקי Arron Afflalo ארון אפללו Arrondissements of France רובעי צרפת Arrondissements of Paris קטגוריה:הרבעים של פריז Arrondissements of Paris רובעי פריז Arrow החץ Arrow חץ Arrow 3 חץ 3 Arrow Cross Party צלב החץ Arrow of time חץ הזמן Arrow's impossibility theorem משפט ארו Arrows in the Dark חץ בערפל Ars ערס Ars Amatoria אמנות האהבה Ars Magna האומנות הגדולה Ars Poetica על אמנות הפיוט Ars antiqua ארס אנטיקווה Ars moriendi ארס מוריינדי Ars nova ארס נובה Ars poetica ערס פואטיקה Arsaces I of Parthia ארסאקס הראשון Arsacius of Tarsus ארסקיוס מטרסוס Arsal ערסאל Arsen Kanokov ארסן קנוקוב Arsen Kotsoyev ארסן קוטסויב Arsenal ארסנל Arsenal F.C. ארסנל Arsenal F.C. קטגוריה:ארסנל Arsenal F.C. managers קטגוריה:מאמני ארסנל Arsenal F.C. managers תבנית:מאמני ארסנל Arsenal F.C. players קטגוריה:כדורגלני ארסנל Arsenal L.F.C. ארסנל ליידיס Arsenal L.F.C. players קטגוריה:כדורגלניות ארסנל ליידיס Arsenal Stadium אצטדיון ארסנל Arsenal de Sarandí ארסנאל דה סרנדי Arsenal de Sarandí footballers קטגוריה:כדורגלני ארסנאל דה סארנדי Arsenic ארסן Arsenic minerals קטגוריה:מינרלי ארסן Arsenide ארסניד Arsenide minerals קטגוריה:מינרלים ארסנידיים Arsenio Valpoort ארסניו ולפורט Arseniy Yatsenyuk ארסני יאצניוק Arsenopyrite ארסנופיריט Arseny1992 משתמש:Arseny1992 Arses of Persia ארתחששתא הרביעי Arsharpe~enwiki/drafts/iphone IPhone Arshile Gorky ארשיל גורקי Arsi Province מחוז ארסי Arsinoe ארסינואי Arsinoe I ארסינואי הראשונה Arsinoe II ארסינואי השנייה Arsinoe III of Egypt ארסינואי השלישית Arsinoe IV of Egypt ארסינואי הרביעית Arslan Tash ארסלאן טאש Arson הצתה Arsuf אפולוניה Arsène Wenger ארסן ונגר Art אמנות Art Babbitt ארט באביט Art Blakey ארט בלייקי Art Buchwald ארט בוכוואלד Art Carney ארט קרני Art Clokey ארט קלוקי Art Davis ארט דייוויס Art Deco אר דקו Art Deco קטגוריה:אר דקו Art Gallery of Ontario גלריית האמנות של אונטריו Art Garfunkel ארט גרפונקל Art Institute of Chicago מכון האמנות של שיקגו Art Malik ארט מאליק Art Monk ארט מונק Art Museum of Georgia מוזיאון האמנות של גאורגיה Art Nouveau אר נובו Art Nouveau קטגוריה:אר נובו Art Nouveau architects קטגוריה:אדריכלי אר נובו Art Ross Trophy גביע ארט רוס Art Spiegelman ארט ספיגלמן Art Tatum ארט טייטום Art by subject קטגוריה:נושאי חתך באמנות Art collectors קטגוריה:אספני אמנות Art critic מבקר אמנות Art critics קטגוריה:מבקרי אמנות Art dealers קטגוריה:סוחרי אמנות Art director ארט דיירקטור Art duos קטגוריה:צמדי אמנים Art education קטגוריה:חינוך לאמנות Art educators קטגוריה:מורים לאמנות Art gallery problem בעיית הגלריה לאמנות Art historians קטגוריה:חוקרי תולדות האמנות Art history קטגוריה:תולדות האמנות Art history תולדות האמנות Art in New York קטגוריה:ניו יורק: יצירות אמנות Art jewelry תכשיט Art materials קטגוריה:אמנות: חומרי גלם Art movement תנועה אמנותית Art movements קטגוריה:אסכולות באמנות Art museum גלריה Art museums and galleries by country קטגוריה:מוזיאונים לאמנות לפי מדינה Art museums and galleries in Austria קטגוריה:מוזיאונים לאמנות באוסטריה Art museums and galleries in Berlin קטגוריה:מוזיאונים לאמנות בברלין Art museums and galleries in France קטגוריה:מוזיאונים לאמנות בצרפת Art museums and galleries in Germany קטגוריה:מוזיאונים לאמנות בגרמניה Art museums and galleries in Israel קטגוריה:מוזיאונים לאמנות בישראל Art museums and galleries in Italy קטגוריה:מוזיאונים לאמנות באיטליה Art museums and galleries in London קטגוריה:מוזיאונים לאמנות בלונדון Art museums and galleries in Rome קטגוריה:מוזיאונים לאמנות ברומא Art museums and galleries in Russia קטגוריה:מוזיאונים לאמנות ברוסיה Art museums and galleries in Spain קטגוריה:מוזיאונים לאמנות בספרד Art museums and galleries in Venice קטגוריה:מוזיאונים לאמנות בוונציה Art museums and galleries in the Netherlands קטגוריה:מוזיאונים לאמנות בהולנד Art museums and galleries in the United Kingdom קטגוריה:מוזיאונים לאמנות בבריטניה Art museums and galleries in the United States קטגוריה:מוזיאונים לאמנות בארצות הברית Art museums in New York קטגוריה:מוזיאונים לאמנות בניו יורק Art of ancient Egypt אמנות מצרים העתיקה Art rock ארט רוק Art schools קטגוריה:בתי ספר לאמנות Art schools in Israel קטגוריה:בתי ספר לאמנות בישראל Art stubs קטגוריה:קצרמר אמנות Art therapists קטגוריה:מטפלים באמצעות אמנויות Art therapy טיפול באמנות Art therapy קטגוריה:טיפול באמצעות אמנויות Art writers קטגוריה:חוקרי אמנות ArtCyclopedia ArtCyclopedia ArtRave: The Artpop Ball ArtRave: The Artpop Ball Arta ארטה Artabazos II of Phrygia ארטבזוס השני מפריגיה Artapanus of Alexandria ארתפנוס Artaphernes ארטפרנס Artavasdes II of Armenia מלך ארמניה ארטאווסדס השני Artaxerxes ארתחששתא Artaxerxes I of Persia ארתחששתא הראשון Artaxerxes II of Persia ארתחששתא השני Artaxerxes III ארתחששתא השלישי Artaxias I מלך ארמניה ארטאשס הראשון Artaxias I of Iberia מלך איבריה ארשק הראשון Artazostre ארטזוסטרה Arte Povera ארטה פוברה Artem Dzyuba ארטיום דזיובה Artem Kravets ארטם קראבטס Artem Mikoyan ארטיום מיקויאן Artem Milevskiy ארטיום מילבסקי Artemio Franchi Trophy גביע ארטמיו פרנקי Artemis ארטמיס Artemis Fowl ארטמיס פאול Artemis Fowl: The Arctic Incident ארטמיס פאול: התקרית בקוטב הצפוני Artemis Fowl: The Eternity Code ארטמיס פאול: צופן הנצח Artemis Fowl: The Lost Colony ארטמיס פאול: המושבה האבודה Artemis Fowl: The Opal Deception ארטמיס פאול: המזימה של אופאל Artemisia ארטמיסיה Artemisia לענה Artemisia Gentileschi ארטמיזיה ג'נטילסקי Artemisia I of Caria ארטמיסיה הראשונה מקאריה Artemisia II of Caria ארטמיסיה השנייה Artemisia arborescens לענה שיחנית Artemisia herba-alba לענת המדבר Artemisia of Caria מלכת קאריה ארטמיסיה Artemisinin ארטמיסינין Arteries קטגוריה:עורקים Arteries of the abdomen קטגוריה:עורקי הבטן והאגן Arteries of the head and neck קטגוריה:עורקי הראש והצוואר Arteries of the lower limb קטגוריה:עורקי הגפיים התחתונות Arteries of the thorax קטגוריה:עורקי בית החזה Arteries of the upper limb קטגוריה:עורקי הגפיים העליונות Arteriole עורקיק Artery עורק Artesian aquifer באר ארטזית Arthritis דלקת מפרקים Arthrogryposis ארתרוגריפוזיס Arthroleptidae ארטרולפתיים Arthropathies קטגוריה:דלקות מפרקים ניווניות Arthropleura ארתרופלאורה Arthropod פרוקי-רגליים Arthropod anatomy קטגוריה:אנטומיה Arthropod leg רגל Arthropod stubs קטגוריה:קצרמר פרוקי-רגליים Arthropod-borne viral fevers and viral haemorrhagic fevers קטגוריה:קדחות נגיפיות שמקורן בפרוקי רגליים וקדחות נגיפיות מדממות Arthropods קטגוריה:פרוקי-רגליים Arthroscopy ארתרוסקופיה Arthur ארתור Arthur קטגוריה:ארתור Arthur Arz von Straußenburg ארתור ארץ פון שטראוסנבורג Arthur Ashe ארתור אש Arthur Balfour ארתור ג'יימס בלפור Arthur Benjamin ארתור בנג'מין Arthur Bernardes ארתור ברנרדס Arthur Biram ארתור בירם Arthur Blank ארתור בלאנק Arthur Bliss ארתור בליס Arthur Boka ארתור בוקה Arthur Brown ארתור בראון Arthur Cayley ארתור קיילי Arthur Christmas שירות המתנות החשאי של ארתור Arthur Clarke ארתור סי. קלארק Arthur Cohn ארתור כהן Arthur Compton ארתור קומפטון Arthur Conan Doyle ארתור קונאן דויל Arthur Cronquist ארתור קרונקויסט Arthur Currie ארתור קורי Arthur Dake ארתור דייק Arthur Darvill ארתור דארוויל Arthur Dent ארתור דנט Arthur Derounian ג'ון רוי קרלסון Arthur Eddington ארתור אדינגטון Arthur Edeson ארתור אדסון Arthur Evans ארתור אוונס Arthur Fadden ארתור פאדן Arthur Fiedler ארתור פידלר Arthur Finkelstein ארתור פינקלשטיין Arthur Freed ארתור פריד Arthur Friedenreich ארתור פרידנרייך Arthur Goldberg ארתור גולדברג Arthur Goldreich ארטור גולדרייך Arthur Green ארתור גרין Arthur Greiser ארתור גרייזר Arthur Grenfell Wauchope ארתור ווקופ Arthur Griffith ארתור גריפית Arthur Grumiaux ארתור גרומיו Arthur Guinness ארתור גינס Arthur Harden ארתור הרדן Arthur Hertzberg ארתור הרצברג Arthur Holmes ארתור הולמס Arthur Honegger ארתור הונגר Arthur Hunnicutt ארתור האניקאט Arthur Hutchins ארתור האצ'ינס Arthur Kaufmann ארתור קאופמן Arthur Kennedy ארתור אדוארד קנדי Arthur Kennedy ארתור קנדי Arthur Kill ארתור קיל Arthur Koestler ארתור קסטלר Arthur Korn ארתור קורן Arthur Kornberg ארתור קורנברג Arthur Leipzig ארתור לייפציג Arthur Lenk ארתור לנק Arthur Leonard Schawlow ארתור שולוב Arthur Liebehenschel ארתור ליבהנשל Arthur Lindo Patterson ארתור לינדו פטרסון Arthur Longmore ארתור לונגמור Arthur Loomis Harmon ארתור לומיס הרמון Arthur Louis Aaron ארתור לואיס אהרון Arthur MacArthur Jr. ארתור מקארתור הבן Arthur McDonald ארתור מקדונלד Arthur Meighen ארתור מיין Arthur Meyer ארתור מאיר Arthur Miller ארתור מילר Arthur Moritz Schoenflies ארתור מוריץ שנפליס Arthur Nebe ארתור נבה Arthur Nikisch ארתור ניקיש Arthur Numan ארתור ניומן Arthur O'Connell ארתור או'קונל Arthur Penn ארתור פן Arthur Rackham ארתור רקהאם Arthur Ransome ארתור רנסום Arthur Read ארתור ריד Arthur Rimbaud ארתור רמבו Arthur Rubinstein ארתור רובינשטיין Arthur Rubinstein International Piano Master Competition תחרות רובינשטיין Arthur Ruppin ארתור רופין Arthur Sackler Gallery גלריית ארתור סקלר Arthur Schawlow Prize in Laser Science פרס ארתור שולוב במדעי הלייזר Arthur Scherbius ארתור שרביוס Arthur Schnitzler ארתור שניצלר Arthur Schopenhauer ארתור שופנהאואר Arthur Segal ארתור סג"ל Arthur Seyss-Inquart ארתור זייס-אינקווארט Arthur Simons ארתור סיימונס Arthur Sullivan ארתור סאליבן Arthur Szyk ארתור שיק Arthur Waley ארתור ויילי Arthur Whitten Brown ארתור בראון Arthur Wint ארתור וינט Arthur Witty ארתור ויטי Arthur Zanetti ארתור זנטי Arthur Zimmermann ארתור צימרמן Arthur administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל צ'סטר ארתור Arthur and the Invisibles ארתור והמינימונים Arthur de Gobineau ארתור דה גובינו Arthur's Pass National Park הפארק הלאומי ארתור'ס פאס Arthur's Seat ארתורס סיט ArthurBot משתמש:ArthurBot Arthurian legend קטגוריה:אגדות המלך ארתור Artichoke ארטישוק Article מאמר Article 9 of the Japanese Constitution סעיף 9 לחוקת יפן Article Collaboration and Improvement Drive ויקיפדיה:מתקפת איכות Article One of the United States Constitution פרק 1 לחוקת ארצות הברית Article Rescue Squadron ויקיפדיה:מיזמי ויקיפדיה/מיזם הצלת ערכים Article Rescue Squadron - Rescue list ויקיפדיה:מיזמי ויקיפדיה/מיזם הצלת ערכים/רשימת בקשות להצלת ערכים Article size ויקיפדיה:דפים ארוכים Article titles ויקיפדיה:מתן שם לערך Article wizard ויקיפדיה:אשף הערכים Articles קטגוריה:קטגוריות Articles containing proofs קטגוריה:הוכחות Articles for creation/2006-08-20 ואפה 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Artpop Arts פורטל:אמנות Arts קטגוריה:אמנות Arts and Crafts movement ארטס אנד קרפטס Arts and Dance World of Music אמנות וריקוד הפסטיבל הבינלאומי למוזיקה Arts and crafts קטגוריה:מלאכת יד Arts and culture infobox templates קטגוריה:תבניות פרמטריות - אמנות Arts and culture templates קטגוריה:תבניות ניווט - אמנות Arts awards in Israel קטגוריה:פרסים ישראליים לאמנות Arts by country קטגוריה:אמנות לפי מדינה Arts deities קטגוריה:אלילי אמנות Arts goddesses קטגוריה:אלות אמנות Arts gods קטגוריה:אלי אמנות Arts in Africa קטגוריה:אפריקה: אמנות Arts in France קטגוריה:צרפת: אמנות Arts in Germany קטגוריה:גרמניה: אמנות Arts in Israel קטגוריה:ישראל: אמנות Arts in Japan קטגוריה:יפן: אמנות Arts in Russia קטגוריה:רוסיה: אמנות Arts in the United States קטגוריה:ארצות הברית: אמנות Arts occupations קטגוריה:מקצועות האמנות Artturi Ilmari Virtanen ארטורי אילמארי וירטאנן Artur Axmann ארתור אקסמן Artur Bodanzky ארטור בודנצקי Artur Boruc ארתור בורוץ Artur Carlos de Barros Basto ארתור קרלוש דה בארוש באשטו Artur Ioniță ארתור יוניצה Artur Kogan ארטור קוגן Artur London ארתור לונדון Artur Mas i Gavarró ארטור מאס Artur Popławski ארתור פופלבסקי Artur Rasizade ארטור ראסיזאדה Artur Rodziński ארטור רודז'ינסקי Artur Schnabel ארתור שנאבל Artur Sobiech ארתור סובייך Artur da Costa e Silva ארטור דה קוסטה אה סילבה Arturo ארתור Arturo Benedetti Michelangeli ארטורו בנדטי מיכלאנג'לי Arturo Sandoval ארטורו סנדובל Arturo Schwarz ארטורו שוורץ Arturo Toscanini ארטורו טוסקניני Arturo Umberto Illia ארתורו איליה Arturo Vidal ארתורו וידאל Arturo de Córdova ארטורו דה קורדובה Artvin Province ארטווין Artà ארטה Artūras Gudaitis ארטוראס גודאיטיס Aruba ארובה Aruba קטגוריה:ארובה Aruba Oranjestad אורנייסטאד Aruba at the Olympics ארובה במשחקים האולימפיים Aruba national football team נבחרת ארובה בכדורגל ArubaPMs תבנית:ראשי ממשלת ארובה Aruban florin פלורין של ארובה Aruban politicians קטגוריה:פוליטיקאים ארובים Aruch HaShulchan ערוך השולחן Arugot ערוגות Arum palaestinum לוף ארצישראלי Aruna Dindane ארונה דינדאן Arunachal Pradesh ארונאצ'ל פרדש Arundhati Roy ארונדהטי רוי Arundo עבקנה Arunreginald/sandbox101 קרב הירמוך Arusha ארושה Arusha Declaration הצהרת ארושה Arutherford023/sandbox דיני נזיקין Arutz HaYeladim ערוץ הילדים Arutz Sheva ערוץ 7 Arv Garrison ארווין גריסון Arvaikheer ארבאיחאר Arveladze ארבלדזה Arverni ארוורנים Arvernus ארוורנוס Arvicolinae ארוויקוליים Arvid Carlsson ארוויד קרלסון Arvid Kubbel ארויד קובל Arvo Pärt ארוו פרט Arvydas Macijauskas ארווידאס מצייאוסקאס Arvydas Sabonis ארבידאס סאבוניס Arvīds Jansons ארוויד יאנסונס Arvīds Pelše ארביד פלשה Arwad ארוד Arwen ארוון Arxatiri משתמש:Arxatiri Ary Abramovich Sternfeld ארי שטרנפלד Aryabhata אריאבהטה Aryan Brotherhood האחווה הארית Aryan Circle המעגל הארי Aryan Nations האומות האריות Aryan Republican Army הצבא הרפובליקני הארי Aryan race הגזע הארי Aryanization אריזציה Arye Carmon אריק כרמון Arye Gross אריה גרוס Aryeh Altman אריה אלטמן Aryeh Azulai אריה אזולאי Aryeh Bahir אריה בהיר Aryeh Ben-Eliezer אריה בן-אליעזר Aryeh Bibi אריה ביבי Aryeh Deri אריה דרעי Aryeh Dvoretzky אריה דבורצקי Aryeh Eldad אריה אלדד Aryeh Elhanani אריה אלחנני Aryeh Eliav אריה אליאב Aryeh Finkel אריה פינקל Aryeh Gamliel אריה גמליאל Aryeh Gur'el אריה גוראל Aryeh Judah Leib ben Moses Teomim אריה לייב צינץ Aryeh Kaplan אריה קפלן Aryeh Kasher אריה כשר Aryeh Krishek אריה קרישק Aryeh Leib Epstein אריה לייב הלוי אפשטיין Aryeh Leib Frumkin אריה ליב פרומקין Aryeh Leib HaCohen Heller אריה לייב הלר Aryeh Leib Malin אריה לייב מאלין Aryeh Leib Yellin אריה ליב ילין Aryeh Leib ben Asher Gunzberg אריה לייב גינצבורג Aryeh Leo Olitzki אריה ליאו אוליצקי Aryeh Lev Stollman אריה לב סטולמן Aryeh Levin אריה לוין Aryeh Mekel אריה מקל Aryeh Nehemkin אריה נחמקין Aryeh Sheftel אריה שפטל Aryeh Stern אריה שטרן Aryeh Tzvi Frumer אריה צבי פרומר Arytenoid cartilage הסחוס הקיתוני Arzawa ארזווה Arzelà–Ascoli theorem משפט ארצלה-אסקולי Arènes de Lutèce הארנה של לוטטיה As אס As Good as It Gets הכי טוב שיש As If We Never Said Goodbye As If We Never Said Goodbye As Told by Ginger סיפורי ג'ינג'ר As You Like It כטוב בעיניכם As good as it gets.jpg קובץ:As good as it gets.jpg As roma logo.gif קובץ:Roma logo.GIF As-Sa'iqa א-סאעקה As-Saffah א-ספאח As-Salam Al-Malaki Al-Urduni המנון ירדן As-Salam al-Amiri המנון קטר As-Salam as-Sultani המנון עומאן As-Samu א-סמוע As-Suwayda א-סווידא As-Suwayda Governorate א-סווידא Asa אסא Asa Butterfield אסא באטרפילד Asa Kasher אסא כשר Asa of Judah אסא Asad אסד Asad112/sandbox/Anabta ענבתא Asado אסאדו Asael עשהאל Asael Ben Shabat עשהאל בן שבת Asaf Avidan אסף אבידן Asaf Bimro אסף בימרו Asaf Hanuka אסף חנוכה Asaf Shariv אסי שריב Asaf Simhoni אסף שמחוני Asafa Powell אסאפה פאוול Asafoetida חלתית Asahel עשהאל בן צרויה Asamoah Gyan אסמואה ג'יאן Asana אסנה Asante Kotoko S.C. אסאנטה קוטוקו Asante Traditional Buildings המבנים המסורתיים של האשנטי Asaph אסף Asaph Hall אסף הול Asaph the Jew אסף הרופא Asbel Kiprop אסבל קיפרופ Asbest אסבסט Asbestos אזבסט Asbestos קטגוריה:אזבסט Asbestosis אזבסטוזיס Ascalon אשקלון Ascari A10 אסקארי A10 Ascending and Descending עלייה וירידה Ascending chain condition תנאי שרשרת Ascending cholangitis דלקת דרכי המרה Ascension Convent מנזר העלייה לשמים Ascension Island אסנשן Ascension of Isaiah עליית ישעיהו Ascent נסיקה Ascent Propulsion System LMAE Asceticism סיגוף Asceticism קטגוריה:סגפנות Asceticism in Judaism הסיגוף ביהדות Asch אש Asch conformity experiments ניסוי הקונפורמיות של אש Aschoff body גופיף אשוף Ascites מיימת Asclepiades of Bithynia אסקלפיאדס איש ביתיניה Asclepiadoideae קטגוריה:אסקלפיים Asclepius אסקלפיוס Ascoli Calcio 1898 players קטגוריה:כדורגלני אסקולי Ascoli Piceno אסקולי פיצ'נו Ascom Group קבוצת אסקום Ascomycota פטריות שק Ascophyllum אסקופילום נודוסום Ascot אסקוט Asdch009/sandbox אייפון AsddMaster! ויקיפדיה:שער לחדשים Asenath אסנת Asenath Barzani אסנת ברזאני Asenine/Userboxes/FireFoxUB תבנית:משתמש פיירפוקס Asenovgrad אסנובגראד Aseret עשרת Asexual reproduction רבייה אל-זוויגית Asexuality א-מיניות Asfur עספור Asgard אסגארד Asger Aaboe אסגר אאבו Asghar Farhadi אסגאר פרהאדי Ash אפר Ash Carter אשטון קרטר Ash Wednesday יום רביעי של האפר Ash'ari אשעריה Ash-Sheikh Sa'd שייח' סעד Ashalim אשלים Ashalim Power Station תחנת הכוח באשלים Ashama ibn-Abjar אסחאמה אבן אבג'אר Ashanti אשנטי Ashanti Gold S.C. אשנטי גולד Ashanti people אשנטי Asharq Al-Awsat א-שרק אל-אווסט Ashcan School אסכולת אש קאן AshcroftIleum משתמש:AshcroftIleum Ashdod אשדוד Ashdod קטגוריה:אשדוד Ashdod Ad Halom Railway Station תחנת הרכבת אשדוד עד הלום Ashdod Interchange מחלף אשדוד Ashdod Light מגדלור אשדוד Ashdod Marina המרינה הכחולה Ashdod Museum of Art מוזיאון אשדוד לאמנות Ashdod Oil Refineries פז בית זיקוק אשדוד Ashdod Sand Dune הדיונה הגדולה Ashdod-Sea אשדוד ים Ashdot Ya'akov אשדות יעקב Ashdot Ya'akov Ihud אשדות יעקב איחוד Ashdot Ya'akov Meuhad אשדות יעקב מאוחד Asher אשר Asher Arieli אשר אריאלי Asher Ben-Natan אשר בן נתן Asher Brown Durand אשר דיורנד Asher Fisch אשר פיש Asher Friesem אשר פריזם Asher Grunis אשר גרוניס Asher Hassin אשר חסין Asher Karni אשר קרני Asher Kravitz אשר קרביץ Asher Lämmlein אשר למלין Asher Mizrahi אשר מזרחי Asher Ohana אשר אוחנה Asher Peres אשר פרס Asher Space Research Institute מכון אשר לחקר החלל Asher Weisgan טרור יהודי בישראל#אשר ויזגן Asher ben Jehiel רא"ש Asher ben Meshullam אשר בן משולם מלוניל Asher yatzar ברכת אשר יצר Asherah אשרה Asherman's syndrome תסמונת אשרמן Ashford Castle טירת אשפורד Ashgabat אשגבאט Ashikaga Takauji אשיקאגה טאקאוג'י Ashill/Stellar evolution מחזור חייו של כוכב Ashima אשימא Ashin Wirathu אשין ויראת'ו Ashkan Dejagah אשקן דג'אגה Ashkelon אשקלון Ashkelon קטגוריה:אשקלון Ashkelon Academic College המכללה האקדמית אשקלון Ashkelon Marina Breakwater Light המגדלור במרינה אשקלון Ashkelon National Park גן לאומי אשקלון Ashkelon Railway Station תחנת הרכבת אשקלון Ashkelon Sports Arena היכל הספורט העירוני אשקלון Ashkelon–Beersheba railway מסילת אשקלון - באר שבע Ashkenaz אשכנז Ashkenazi אשכנזי Ashkenazi Hasidim חסידות אשכנז Ashkenazi Hebrew הגייה אשכנזית Ashkenazi Jewish intelligence הגניוס היהודי Ashkenazi Jews יהדות אשכנז Ashkenazi Jews topics קטגוריה:יהדות אשכנז Ashlag אשלג Ashlag חסידות אשלג Ashlee Simpson אשלי סימפסון Ashlee Simpson - Bittersweet World.jpg תמונה:Bittersweetworldcover.jpg Ashley Benson אשלי בנסון Ashley Cole אשלי קול Ashley Greene אשלי גרין Ashley Judd אשלי ג'אד Ashley Madison אשלי מדיסון Ashley Tisdale אשלי טיסדייל Ashley Walters אשלי וולטרס Ashley Williams אשלי ויליאמס Ashley Y/Userbox/Jew תבנית:משתמש יהודי Ashley Young אשלי יאנג Ashmolean Museum מוזיאון אשמוליאן Ashmore and Cartier Islands איי אשמור וקרטייה Ashmyany אשמיאני Ashoka אשוקה Ashot Ashkelon עשות אשקלון Ashot II of Tao אשוט השני קורופלאטס Ashra אשרה Ashraf Barhom אשרף ברהום Ashraf Fayadh אשרף פיאד Ashraf Ghani אשרף גאני אחמדזאי Ashraf Ghorbal אשרף גורבאל Ashraf Marwan אשרף מרואן Ashraf Pahlavi אשרף פהלווי Ashram אשראם Ashrei אשרי יושבי ביתך Ashrita Furman אשריטה פורמן Ashtamangala אשטה מאנגלה Ashteroth Karnaim עשתרות Ashton Eaton אשטון איטון Ashton Kutcher אשטון קוצ'ר Ashtray מאפרה Ashur אשור Ashur-dan II אשור-דן השני Ashur-dan III אשור-דן השלישי Ashur-etil-ilani אשור-אתיל-אילני Ashur-nadin-shumi אשור-נדין-שומי Ashur-nirari III אשור-ניררי השלישי Ashur-nirari V אשור-ניררי החמישי Ashur-uballit I אשור-אובליט הראשון Ashur-uballit II אשור-אובליט השני Ashurbanipal אשורבניפל Ashurnasirpal II אשורנצירפל השני Asi Cohen אסי כהן Asi Domb אסי דומב Asi Levi אסי לוי Asi Rahamim אסי רחמים Asi Vassihon אסי וסיהון Asia אסיה Asia ספר:מדינות וטריטוריות באסיה Asia קטגוריה:אסיה Asia University אוניברסיטת אסיה Asia association football league templates קטגוריה:תבניות ניווט - ליגות הכדורגל באסיה Asia-Pacific Economic Cooperation APEC Asian Football Confederation קונפדרציית הכדורגל של אסיה Asian Footballer of the Year כדורגלן השנה באסיה Asian Formula Renault Series אליפות אסיה בפורמולה-רנו Asian Games משחקי אסיה Asian Infrastructure Investment Bank בנק ההשקעות האסייתי לתשתיות Asian Steppe הערבה האסייתית Asian Super Cup הסופר קאפ האסיאתי Asian and Pacific theatre of World War I זירת מזרח אסיה והאוקיינוס השקט במלחמת העולם הראשונה Asian archaeology קטגוריה:ארכאולוגיה: אסיה Asian art museums קטגוריה:מוזיאונים לאמנות אסיה Asian badger גירית אסייתית Asian black bear דוב שחור אסייתי Asian coats of arms קטגוריה:אסיה: סמלים Asian elephant פיל אסייתי Asian golden cat חתול זהוב אסייתי Asian long-horned beetle יקרונית אסייתית Asian national association football teams קטגוריה:נבחרות כדורגל אסיאתיות Asian option אופציה אסייתית Asian palm civet גחן דקלים אסייתי Asian people אסייתים Asian people קטגוריה:עמי אסיה Asian water monitor כוח המים Asiana Airlines אסיאנה איירליינס Asiana Airlines Flight 214 טיסה 214 של אסיאנה איירליינס Asiatic cheetah ברדלס אסייתי Asiatic linsang לינסנג אסייתי Asiatic lion אריה אסייתי Asiatic salamander הינוביים Asiatic-Pacific Theater המערכה באוקיינוס השקט Asida עסידה Asier Illarramendi אסייר אייארמנדי Asif Ali Zardari אסיף עלי זרדרי Asimina triloba פאו פאו Asinus חמור Asio ינשוף Asir Mountains הרי עסיר Asira al-Qibliya עסירה אל-קבלייה Asira ash-Shamaliya עסירה א-שמאלייה Asisat Oshoala אסיסאט אושואלה Askar עסכר Askar Akayev אסקר אקייב Askari אסקרי Askeran Region אסקראן Askja אסקיה Aslan אסלאן Aslan Maskhadov אסלאן מסחאדוב Aslanbek Khushtov אסלאנבייק חושטוב Asma Agbarieh אסמא אגבארייה זחאלקה Asma al-Assad אסמא אל-אסד Asmachta אסמכתא Asmahan אסמהאן Asmara אסמרה Asmir Begović אסמיר בגוביץ' Asmodeus אשמדאי Asor כלי נגינה במקרא#נבל Asp Asp Asparagaceae קטגוריה:אספרגיים Asparagales אספרגאים Asparagales קטגוריה:אספרגאים Asparagine אספרגין Asparagus אספרגוס Aspartame אספרטם Aspartate carbamoyltransferase אספרטט טראנסקרבמוילאז Aspartic acid חומצה אספרטית Asparukh of Bulgaria אספרוך Aspasia אספאסיה Aspen Music Festival and School פסטיבל המוזיקה של אספן Aspen2012/sandbox Human parainfluenza viruses Aspendos אספנדוס Asperger syndrome תסמונת אספרגר Asphalt אספלט Asphodeline lutea עיריוני צהוב Asphodeloideae קטגוריה:עיריתיים Asphodelus עירית Asphodelus ramosus עירית גדולה Asphyxia חנק Aspidites פיתון מפוספס Aspidites melanocephalus פיתון שחור ראש Aspidites ramsayi פיתון וומה Aspidochirotida קטגוריה:פשוטי בחנין Aspies For Freedom אספים לחופש Aspindza אספינדזה Aspindza Municipality נפת אספינדזה Aspirated consonant מנושפות העיצורים Aspirin אספירין Aspirin poisoning הרעלת אספירין Ass חמור Assab אסאב Assad Assad אסעד אסעד Assad family קטגוריה:משפחת אל-אסד Assaf Amdursky אסף אמדורסקי Assaf Bernstein אסף ברנשטיין Assaf Gavron אסף גברון Assaf HaRofeh Medical Center מרכז רפואי אסף הרופא Assaf Hefetz אסף חפץ Assaf Inbari אסף ענברי Assaf Naor אסף נאור Assaf Schuster אסף שוסטר Assaf Yaguri אסף יגורי Assala Nasri אסאלה נסרי Assam אסאם Assam tea תה אסאם Assamese language אסאמית Assassin's Apprentice שוליית הרוצח Assassin's Creed Assassin's Creed Assassin's Creed אמונת המתנקש Assassin's Creed קטגוריה:Assassin's Creed Assassin's Creed תבנית:Assassin's Creed Assassin's Creed II Assassin's Creed II Assassin's Creed III Assassin's Creed III Assassin's Creed III: Liberation Assassin's Creed III: Liberation Assassin's Creed IV: Black Flag Assassin's Creed IV: Black Flag Assassin's Creed Rogue Assassin's Creed Rogue Assassin's Creed Syndicate Assassin's Creed Syndicate Assassin's Creed: Brotherhood Assassin's Creed: Brotherhood Assassin's Creed: Revelations Assassin's Creed: Revelations Assassinated Bulgarian people קטגוריה:קורבנות רציחות פוליטיות בבולגריה Assassinated Lebanese politicians קטגוריה:קורבנות רציחות פוליטיות בלבנון Assassinated Presidents of the United States קטגוריה:נשיאי ארצות הברית שנרצחו Assassinated diplomats קטגוריה:דיפלומטים שנרצחו Assassinated people קטגוריה:הרוגי התנקשויות Assassination of Abraham Lincoln רצח לינקולן Assassination of Archduke Franz Ferdinand of Austria רצח פרנץ פרדיננד Assassination of Haim Arlosoroff רצח ארלוזורוב Assassination of John Kennedy קטגוריה:רצח קנדי Assassination of John Kennedy רצח קנדי Assassination of Meir Kahane מאיר כהנא#רציחתו Assassination of Rafic Hariri רצח רפיק אל-חרירי Assassination of Rehavam Ze'evi רצח רחבעם זאבי Assassination of Yitzhak Rabin קטגוריה:רצח יצחק רבין Assassination of Yitzhak Rabin רצח יצחק רבין Assassinations קטגוריה:התנקשויות Assassinations in Israel קטגוריה:רציחות פוליטיות בישראל Assassinations in Lebanon קטגוריה:רציחות פוליטיות בלבנון Assassinations in the United States קטגוריה:רציחות פוליטיות בארצות הברית Assassins חשישיון Assassins קטגוריה:מתנקשים פוליטיים Assassins of Presidents of the United States קטגוריה:התנקשויות בנשיאי ארצות הברית Assassins' Gate שער המרצחים Assata Shakur אסאטה שאקור Assault עוולת התקיפה Assault תקיפה Assault gun תותח סער Assault rifle רובה סער Assault rifles קטגוריה:רובי סער AssaultCube AssaultCube Assayas משתמש:Assayas Asseco Gdynia פרוקום גדיניה Assef Shawkat אסף שווכאת Assemblage אסמבלאז' Assemblage 23 Assemblage 23 Assembly language שפת סף Assembly line פס ייצור Assembly of Experts מועצת המומחים האיראנית Assembly of Representatives אספת הנבחרים Assembly of Turkmenistan האספה של טורקמניסטן Assembly of the Republic הפרלמנט הפורטוגלי Assemblywomen מהפכת הנשים Assen אסן Asser Levy אשר ליוויי Assertion טענת נכונות Assertive community treatment טיפול קהילתי אסרטיבי Assertiveness דעתנות Assessment הערכה Assessment for learning הערכה לשם למידה Assessor שמאי Asset נכס Asset forfeiture חילוט Assi Azar אסי עזר Assi Baldout אסי בלדוט Assi Dayan אסי דיין Assi Tubi אסי טובי Assia Djebar אסיה ג'באר Assicurazioni Generali אסיקורציוני ג'נרלי Assignat אסינייאט Assignment פקודת השמה Assimilation הידמות Assisi אסיזי Assisi Network המחתרת באסיזי Assist אסיסט Assist בישול Assistant professor מורה מן החוץ Assisted GPS AGPS Assisted reproductive technology טיפולי פוריות Assistive technology טכנולוגיה מסייעת Assistive technology קטגוריה:טכנולוגיה מסייעת Associate degree לימודי תעודה Associated Press Associated Press Association אסוציאציה Association fallacy אשמה בגלל קרבה Association football כדורגל Association football פורטל:כדורגל Association football קטגוריה:כדורגל Association football awards navigational boxes קטגוריה:תבניות ניווט - פרסים בכדורגל Association football by continent קטגוריה:כדורגל לפי יבשת Association football by country קטגוריה:כדורגל לפי מדינה Association football central defenders קטגוריה:בלמי כדורגל Association football clubs קטגוריה:קבוצות כדורגל Association football clubs in New Zealand קטגוריה:קבוצות כדורגל ניו זילנדיות Association football clubs in Northern Ireland קטגוריה:קבוצות כדורגל צפון-איריות Association football clubs in the Republic of Ireland קטגוריה:קבוצות כדורגל איריות Association football competitions קטגוריה:תחרויות כדורגל Association football competitions by country קטגוריה:תחרויות כדורגל לפי מדינה Association football culture תרבות כדורגל Association football defenders קטגוריה:מגני כדורגל Association football executives קטגוריה:עסקני כדורגל Association football forwards קטגוריה:חלוצי כדורגל Association football goalkeepers קטגוריה:שוערי כדורגל Association football governing bodies קטגוריה:ארגוני כדורגל Association football in Europe קטגוריה:אירופה: כדורגל Association football in New Zealand קטגוריה:ניו זילנד: כדורגל Association football in Northern Ireland כדורגל בצפון אירלנד Association football in Northern Ireland קטגוריה:צפון אירלנד: כדורגל Association football in South America קטגוריה:אמריקה הדרומית: כדורגל Association football in the Republic of Ireland קטגוריה:אירלנד: כדורגל Association football leagues by country קטגוריה:ליגות כדורגל Association football managers קטגוריה:מאמני כדורגל Association football managers by club קטגוריה:מאמני כדורגל לפי קבוצה Association football managers by nationality קטגוריה:מאמני כדורגל לפי מדינה Association football matches קטגוריה:משחקי כדורגל Association football midfielders קטגוריה:קשרי כדורגל Association football navigational boxes קטגוריה:תבניות ניווט - כדורגל Association football navigational boxes by country קטגוריה:תבניות ניווט - כדורגל לפי מדינה Association football organisations קטגוריה:התאחדויות כדורגל Association football players קטגוריה:כדורגלנים Association football players by club קטגוריה:כדורגלנים לפי קבוצה Association football players by national team קטגוריה:כדורגלנים לפי נבחרת Association football players by nationality קטגוריה:כדורגלנים לפי מדינה Association football players by position קטגוריה:כדורגלנים לפי תפקיד Association football positions עמדות כדורגל Association football referees קטגוריה:שופטי כדורגל Association football rivalries קטגוריה:משחקי דרבי Association football stubs קטגוריה:קצרמר כדורגל Association football terminology קטגוריה:מושגים בכדורגל Association football tournament squads קטגוריה:תבניות ניווט - סגלי נבחרות כדורגל לפי טורניר Association football trophies and awards קטגוריה:פרסי כדורגל Association football venue navigational boxes קטגוריה:תבניות ניווט - אצטדיוני כדורגל Association football venues by country קטגוריה:אצטדיוני כדורגל Association football video games קטגוריה:משחקי כדורגל ממוחשבים Association football/Selected picture פורטל:כדורגל/תמונה נבחרת/גלריה Association footballers from Northern Ireland קטגוריה:כדורגלנים צפון אירים Association footballers in the Republic of Ireland by club קטגוריה:כדורגלנים לפי קבוצה באירלנד Association for Civil Rights in Israel האגודה לזכויות האזרח בישראל Association for Computing Machinery ACM Association for Computing Machinery קטגוריה:ACM Association for Israel Studies האגודה ללימודי ישראל Association for Psychological Science האגודה למדעי הפסיכולוגיה Association for the Study of the Middle East and Africa האגודה ללימודי המזרח התיכון ואפריקה Association of American Universities איגוד האוניברסיטאות האמריקניות Association of American Universities תבנית:איגוד האוניברסיטאות האמריקאיות Association of German Chambers of Industry and Commerce איגוד לשכות המסחר והתעשייה בגרמניה Association of Mouth and Foot Painting Artists of the World אמני הציור בפה או ברגל Association of Old Crows איגוד העורבים הישנים Association of Southeast Asian Nations איגוד מדינות דרום-מזרח אסיה Association of Southeast Asian Nations קטגוריה:איגוד מדינות דרום מזרח אסיה Association of Southeast Asian Nations תבנית:איגוד מדינות דרום-מזרח אסיה Association of Tennis Professionals הסבב העולמי לגברים Associative algebra אלגברה Associative array מילון Associative property פעולה אסוציאטיבית Associator אסוציאטור Associação Académica de Coimbra – O.A.F. אקדמיקה דה קוימברה Associação Académica de Coimbra – O.A.F. players קטגוריה:כדורגלני אקדמיקה דה קוימברה Assonance אסונאנס Assumption of Mary חג עליית מרים Assumption of Moses עליית משה Assumption of the Virgin עלייתה של הבתולה השמיימה Assur אשור Assuta Medical Center אסותא מרכזים רפואיים Assyria אשור Assyria קטגוריה:אשור Assyrian Church of the East הכנסייה האשורית Assyrian Democratic Movement התנועה הדמוקרטית האשורית Assyrian kings קטגוריה:מלכי אשור Assyrian people אשורים Assyrian people קטגוריה:אשורים Assyriologists קטגוריה:אשורולוגים Assyriology אשורולוגיה Assyriology קטגוריה:אשורולוגיה Astana אסטנה Astana קטגוריה:אסטנה Astana Arena אסטנה ארנה Astana Pro Team אסטנה Astarte עשתורת Astatine אסטטין Asteraceae מורכבים Asteraceae קטגוריה:מורכבים Asterales אסטראים Asterales קטגוריה:אסטראים Asteras Tripoli F.C. אסטרס טריפוליס Asteras Tripoli F.C. players קטגוריה:כדורגלני אסטרס טריפוליס Asteria אסטריה Asterisk אסטריסק Asterisk כוכבית Asterism אסטריזם Asterix אסטריקס Asterix קטגוריה:אסטריקס Asterix תבנית:אסטריקס Asterix and Cleopatra אסטריקס וקלאופטרה Asterix and Obelix All at Sea ילדותו השנייה של אובליקס Asterix and the Black Gold אסטריקס וירושלים של זהב שחור Asterix and the Cauldron אסטריקס והקלחת Asterix and the Magic Carpet אסטריקס ומרבד הקסמים Asterix and the Roman Agent הסכסכן מרומא Asterix and the Vikings אסטריקס והוויקינגים Asterix at the Olympic Games אסטריקס באולימפיאדה Asterix in Britain אסטריקס בבריטניה Asterix the Gaul אסטריקס הגאלי Asterix the Gladiator אסטריקס הגלדיאטור Asterix: The Land of the Gods אסטריקס באחוזת האלים Asteroid אסטרואיד Asteroid belt חגורת האסטרואידים Asteroid family משפחת אסטרואידים Asteroidea קטגוריה:כוכבי ים Asteroids אסטרואידים Asteroids קטגוריה:אסטרואידים Asthenosphere אסתנוספירה Asthma אסתמה Asti אסטי Astigmatism אסטיגמציה Aston Martin אסטון מרטין Aston Martin One-77 אסטון מרטין One-77 Aston Villa F.C. אסטון וילה Aston Villa F.C. managers קטגוריה:מאמני אסטון וילה Aston Villa F.C. players קטגוריה:כדורגלני אסטון וילה Aston Villa.svg קובץ:Aston Villa.png Astor אסטור Astor Piazzolla אסטור פיאצולה Astor family משפחת אסטור Astragalus קדד Astrakhan אסטרחן Astrakhan Khanate חאנות אסטרחן Astrakhan Oblast אסטרחן Astral Projection אסטרל פרוג'קשן Astral projection מסע אסטראלי Astrapotheria אסטרפותרים Astrid Lindgren אסטריד לינדגרן Astrid Lindgren קטגוריה:אסטריד לינדגרן Astrid Lindgren Memorial Award פרס אסטריד לינדגרן Astrid Varnay אסטריד ורניי Astringent עפיצות Astrith Baltsan אסתרית בלצן Astrix אסטריקס Astro Boy אסטרו בוי Astro Boy אסטרו-בוי Astro Orbiter אסטרו אורביטר Astrobiology אסטרוביולוגיה Astrobiology קטגוריה:אסטרוביולוגיה Astrocyte אסטרוציט Astrodon אסטרודון Astroid אסטרואידה Astrolabe אצטרולב Astrologers קטגוריה:אסטרולוגים Astrology אסטרולוגיה Astrology קטגוריה:אסטרולוגיה Astronaut טייס חלל Astronautics אסטרונאוטיקה Astronauts קטגוריה:טייסי חלל Astronomer אסטרונום Astronomer Royal האסטרונום המלכותי Astronomers קטגוריה:אסטרונומים Astronomers Royal קטגוריה:אסטרונומים מלכותיים Astronomical clock שעון אסטרונומי Astronomical clocks קטגוריה:שעונים אסטרונומיים Astronomical naming conventions שמות גרמי שמים Astronomical object גרם שמים Astronomical objects קטגוריה:גרמי שמים Astronomical observatories קטגוריה:מצפי כוכבים Astronomical observatories in Israel קטגוריה:ישראל: מצפי כוכבים Astronomical observatories in the United States קטגוריה:ארצות הברית: מצפי כוכבים Astronomical optical interferometry אינטרפרומטריה Astronomical unit יחידה אסטרונומית Astronomy אסטרונומיה Astronomy פורטל:מדעי החלל Astronomy קטגוריה:אסטרונומיה Astronomy Domine Astronomy Domine Astronomy infobox templates קטגוריה:תבניות פרמטריות - מדעי החלל Astronomy prizes קטגוריה:פרסים לאסטרונומיה Astronomy software קטגוריה:תוכנות אסטרונומיה Astronomy templates קטגוריה:תבניות ניווט - מדעי החלל Astronomy websites קטגוריה:אתרי אסטרונומיה Astrophysicists קטגוריה:אסטרופיזיקאים Astrophysics אסטרופיזיקה Astrophysics קטגוריה:אסטרופיזיקה Astrud Gilberto אסטרוד ז'ילברטו Astryna אוסטרינה Asturian language אסטורית Asturian miners' strike of 1934 המרד באסטוריאס Asturias אסטוריאס Asturias קטגוריה:אסטוריאס Astyages אסטיאגס Astypalaia אסטיפליה Asud אסוד Asuka period תקופת אסוקה Asunción אסונסיון Asus ASUS Aswan אסואן Aswan Dam סכר אסואן Aswinginaffair.jpg קובץ:A swingin affair.jpg Asymmetric digital subscriber line ADSL Asymmetric warfare לוחמה אסימטרית Asymptomatic carrier נשא Asymptote אסימפטוטה Asynchronous Transfer Mode Asynchronous Transfer Mode Asyut אסיוט At At At Ve'Ani את ואני At attention עמידת דום At sign כרוכית At the Beeb At the Beeb At the Gates At the Gates At-Ta'i א-טאאע At-Takathur סורת א-תכאת'ר At-Tin סורת א-תין At-Tur א-טור At-Tuwani א-תוואני At-risk students נוער בסיכון AtGoogleTalks הרצאות גוגל Ataa Jaber עטאא ג'אבר Atacama Desert מדבר אטקמה Atahualpa אטוואלפה Atalanta אטאלנטה Atalanta B.C. אטלנטה Atalanta B.C. players קטגוריה:כדורגלני אטלנטה Ataman האטמאן Atanasio Girardot אטנאסיו חירארדוט Atanasoff–Berry computer מחשב אתנסוף ברי Atapuerca Mountains הרי אטאפוורקה Atar Arad עתר ארד Atari אטארי Atari עטרי Atarim Square כיכר אתרים Atarot עטרות Atarot Airport שדה התעופה עטרות Ataroth עטרות אדר Atassut סולידריות Atatürk Dam סכר אטאטורק Atatürk Olympic Stadium אצטדיון אטאטורק Atatürk's Reforms רפורמות אטאטורק Ataulf אטהאולף Atauro Island אטאורו Atavism אטביזם Ataxia אטקסיה Ataxia telangiectasia תסמונת אטקסיה טלנגיאקטזיה Atban3000/Sandbox/Martinez קרלוס טבס Atban3000/sandbox/Joey Barton ג'ואי ברטון Atbarah River עטברה Atbash צופן אתב"ש Atchalta De'Geulah אתחלתא דגאולה Atef Sedki עאטף צדקי Atelectasis תמט הריאות Atelidae קופי עכביש Atellan Farce אטלן Atelophobia אתלופוביה Aten אתון Aten asteroid אסטרואידי אטן Atepomarus אטפומארוס Ateret עטרת Ateret Cohanim ישיבת עטרת ירושלים Atfih אטפיח Athabasca אתבסקה Athabasca oil sands חולות הזפת של אלברטה Athabaskan languages אתבסקה Athaliah עתליה Athalya Brenner עתליה ברנר Athamanika צומרקה Athanasius Kircher אתנסיוס קירכר Athanasius of Alexandria אתנסיוס Athanasius the Athonite אתנאסיוס הקדוש מאתוס Atheism אתאיזם Atheism ספר:אתאיזם Atheism קטגוריה:אתאיזם Atheists קטגוריה:אתאיסטים Athelia rolfsii קשיון רולפסי Athena אתנה Athena Parthenos אתנה פרתנוס Athenaeus אתנאיוס Athenagoras I of Constantinople אתינגורס Athene כוס Athenian coup of 411 BC מועצת הארבע מאות Athenian democracy הדמוקרטיה האתונאית Athenian sacred ships אוניות קודש אתונאיות Athens אתונה Athens קטגוריה:אתונה Athens Concert Hall מגרו מוסיקיס Athens International Airport נמל התעופה הבינלאומי אתונה-אלפתריוס וניזלוס Athens Olympic Sports Complex מתחם הספורט האולימפי אתונה Athens Olympics אולימפיאדת אתונה Athens Presidential Mansion ארמון הנשיאות Atheris chlorechis צפע שיחים מערבי Atheris nitschei צפע שיחים ניטצי Atherosclerosis טרשת עורקים Athinaios/Sandbox יוון הארכאית Athlete ספורטאי Athlete's foot פטרת כף הרגל Athletes by nationality קטגוריה:אתלטים לפי מדינה Athletic Bilbao אתלטיק בילבאו Athletic Bilbao footballers קטגוריה:כדורגלני אתלטיק בילבאו Athletic Bilbao managers קטגוריה:מאמני אתלטיק בילבאו Athletic director מנהל ספורטיבי Athletics קטגוריה:אצטדיוני אתלטיקה בישראל Athletics קטגוריה:תחרויות אתלטיקה Athletics Olympic champions navigational boxes קטגוריה:תבניות ניווט - אולימפיאדות: אתלטיקה Athletics at the 1900 Summer Olympics אתלטיקה באולימפיאדת פריז Athletics at the 1904 Summer Olympics אתלטיקה באולימפיאדת סנט לואיס Athletics at the 1906 Intercalated Games אתלטיקה באולימפיאדת אתונה Athletics at the 1908 Summer Olympics אתלטיקה באולימפיאדת לונדון Athletics at the 1912 Summer Olympics אתלטיקה באולימפיאדת סטוקהולם Athletics at the 1920 Summer Olympics אתלטיקה באולימפיאדת אנטוורפן Athletics at the 1924 Summer Olympics אתלטיקה באולימפיאדת פריז Athletics at the 1928 Summer Olympics אתלטיקה באולימפיאדת אמסטרדם Athletics at the 1932 Summer Olympics אתלטיקה באולימפיאדת לוס אנג'לס Athletics at the 1936 Summer Olympics אתלטיקה באולימפיאדת ברלין Athletics at the 1948 Summer Olympics אתלטיקה באולימפיאדת לונדון Athletics at the 1952 Summer Olympics אתלטיקה באולימפיאדת הלסינקי Athletics at the 1956 Summer Olympics אתלטיקה באולימפיאדת מלבורן Athletics at the 1960 Summer Olympics אתלטיקה באולימפיאדת רומא Athletics at the 1964 Summer Olympics אתלטיקה באולימפיאדת טוקיו Athletics at the 1968 Summer Olympics אתלטיקה באולימפיאדת מקסיקו סיטי Athletics at the 1972 Summer Olympics אתלטיקה באולימפיאדת מינכן Athletics at the 1976 Summer Olympics אתלטיקה באולימפיאדת מונטריאול Athletics at the 1980 Summer Olympics אתלטיקה באולימפיאדת מוסקבה Athletics at the 1984 Summer Olympics אתלטיקה באולימפיאדת לוס אנג'לס Athletics at the 1988 Summer Olympics אתלטיקה באולימפיאדת סיאול Athletics at the 1992 Summer Olympics אתלטיקה באולימפיאדת ברצלונה Athletics at the 1996 Summer Olympics אתלטיקה באולימפיאדת אטלנטה Athletics at the 2000 Summer Olympics אתלטיקה באולימפיאדת סידני Athletics at the 2004 Summer Olympics אתלטיקה באולימפיאדת אתונה Athletics at the 2008 Summer Olympics אתלטיקה באולימפיאדת בייג'ינג Athletics at the 2012 Summer Olympics אתלטיקה באולימפיאדת לונדון Athletics at the 2016 Summer Olympics אתלטיקה באולימפיאדת ריו דה ז'ניירו Athletics at the Summer Olympics אתלטיקה במשחקים האולימפיים Athletics at the Summer Olympics קטגוריה:אתלטיקה במשחקים האולימפיים Athletics at the Summer Olympics תבנית:אתלטיקה באולימפיאדות Athletics competitions in Israel קטגוריה:תחרויות אתלטיקה בישראל Athletics in Israel קטגוריה:אתלטיקה בישראל Athlon Athlon Athribis אטריביס Athronges אתרונגאיוס Atid סיעת עתיד Atid Ehad עתיד אחד Atifete Jahjaga אטיפטה יאהיאגה Atil איטיל Atiu אטיו Atiyah עטיה Atkins אטקינס Atkins diet דיאטת אטקינס Atkinson אטקינסון Atlahua אטלהווה Atlanta אטלנטה Atlanta Braves אטלנטה ברייבס Atlanta Cyclorama & Civil War Museum הציקלורמה של אטלנטה Atlanta Dream אטלנטה דרים Atlanta Falcons אטלנטה פלקונס Atlanta Hawks אטלנטה הוקס Atlanta Hawks head coaches קטגוריה:מאמני אטלנטה הוקס Atlanta Hawks players קטגוריה:כדורסלני אטלנטה הוקס Atlanta Student Movement התנועה לזכויות האזרח של ארצות הברית Atlante F.C. footballers קטגוריה:כדורגלני אטלנטה Atlantic אטלנטיק Atlantic Airways אטלנטיק איירווייז Atlantic Avenue שדרת אטלנטיק Atlantic Charter האמנה האטלנטית Atlantic City אטלנטיק סיטי Atlantic Forest היער האטלנטי Atlantic Ocean האוקיינוס האטלנטי Atlantic Ocean קטגוריה:האוקיינוס האטלנטי Atlantic Ocean Road הדרך האטלנטית Atlantic Records אטלנטיק רקורדס Atlantic Wall החומה האטלנטית Atlantic canary קנרית Atlantic halibut לשונון אטלנטי Atlantic history היסטוריה אטלנטית Atlantic mackerel מקרל Atlantic mudskipper יבשתן אטלנטי Atlantic puffin תוכי ים אטלנטי Atlantic slave trade סחר העבדים האטלנטי Atlantic spotted dolphin סטנלה אטלנטית Atlantic stargazer אצטגנון ים-תיכוני Atlantic white-sided dolphin דולפין אטלנטי לבן צד Atlantic yellow-nosed albatross אלבטרוס צהוב חרטום Atlantis אטלנטיס Atlantis: The Lost Empire אטלנטיס: האימפריה האבודה Atlantropa אטלנטרופה Atlas אטלס Atlas קטגוריה:סדרת טילי האטלס Atlas E/F אטלס E/F Atlas G אטלס G Atlas H אטלס H Atlas I אטלס 1 Atlas II אטלס 2 Atlas III אטלס 3 Atlas LV-3B אטלס LV-3B Atlas Mountains הרי האטלס Atlas SLV-3 אטלס SLV-3 Atlas Shrugged מרד הנפילים Atlas V אטלס 5 Atlas bear דוב אטלסי Atlas rockets תבנית:סדרת טילי האטלס Atlas-Able אטלס-אייבל Atlas-Agena אטלס-אג'ינה Atlas-Centaur אטלס-קנטאור AtlasGlobal אטלס ג'ט Atlases קטגוריה:אטלסים Atle Selberg אטלה סלברג Atlit עתלית Atlit קטגוריה:עתלית Atlit Railway Station תחנת הרכבת עתלית Atlit Yam הכפר הנאוליתי בעתלית-ים Atlit detainee camp מחנה המעצר בעתלית Atlit naval base בסיס עתלית Atlántida Department אטלנטידה Atlético Madrid אתלטיקו מדריד Atlético Madrid קטגוריה:אתלטיקו מדריד Atlético Madrid footballers קטגוריה:כדורגלני אתלטיקו מדריד Atlético Madrid managers קטגוריה:מאמני אתלטיקו מדריד Atlético Nacional אתלטיקו נסיונל Atlético Nacional footballers קטגוריה:כדורגלני אתלטיקו נאסיונל Atlético de Kolkata אתלטיקו קולקטה Atlético de Kolkata players קטגוריה:כדורגלני אתלטיקו קולקטה Atlético de Rafaela אתלטיקו דה רפאלה Atman אטמן Atmosphere אטמוספירה Atmosphere קטגוריה:אטמוספירת כדור הארץ Atmosphere of Earth אטמוספירת כדור הארץ Atmospheric entry חדירה לאטמוספירה Atmospheric instability יציבות האוויר Atmospheric optical phenomena קטגוריה:תופעות אופטיות אטמוספיריות Atmospheric pressure לחץ אטמוספירי Atmospheric sciences מדעי האטמוספירה Atnafu Abate אטנפו אבטה Ato Boldon אטו בולדון Atole אטולה Atoll אטול Atolls קטגוריה:אטולים Atolls of Kiribati קטגוריה:קיריבטי: אטולים Atolls of the Indian Ocean קטגוריה:אטולים באוקיינוס ההודי Atolls of the Maldives קטגוריה:המלדיביים: אטולים Atolls of the Pacific Ocean קטגוריה:אטולים באוקיינוס השקט Atom אטום Atom Egoyan אטום אגויאן Atom Heart Mother Atom Heart Mother Atom Heart Mother World Tour Atom Heart Mother World Tour Atomaton/BDSM/de BDSM Atomerőmű SE אטומרומו Atomic Betty אטומיק בטי Atomic Energy Organization of Iran הארגון לאנרגיה אטומית של איראן Atomic Energy of Canada Limited החברה לאנרגיה אטומית של קנדה Atomic Kitten אטומיק קיטן Atomic absorption spectroscopy ספקטרוסקופיית בליעה אטומית Atomic bombings of Hiroshima and Nagasaki הטלת פצצות האטום על הירושימה ועל נגסאקי Atomic bombings of Hiroshima and Nagasaki קטגוריה:הטלת פצצות האטום על הירושימה ונגסאקי Atomic clock שעון אטומי Atomic domain תחום אטומי Atomic mass מסה אטומית Atomic mass unit דלטון Atomic nucleus גרעין האטום Atomic number מספר אטומי Atomic orbital אורביטל אטומי Atomic packing factor מקדם אריזה אטומית Atomic physics פיזיקה אטומית Atomic physics קטגוריה:פיזיקה אטומית Atomic radius רדיוס אטומי Atomic theory התורה האטומית Atomic-force microscopy מיקרוסקופ כוח אטומי Atomicity אטומיות Atomism האסכולה האטומיסטית Atomium אטומיום Atoms for Peace אטומס פור פיס Atonality הרמוניה אטונאלית Atonement כפרה Atonic seizure פרכוס א-טוני Atopic dermatitis דלקת עור אטופית Atra-Hasis אתרחסיס Atractaspididae קטגוריה:צפעוניים Atractaspidinae צפעוניים Atractaspis engaddensis שרף עין גדי Atretochoana Atretochoana eiselti Atreus אטראוס Atrial fibrillation פרפור עליות Atrial flutter רפרוף עליות Atrial septal defect פגם במחיצה הבין-פרוזדורית Atriplex מלוח Atriplex halimus מלוח קיפח Atrium אטריום Atrocitus אטרוסיטוס Atromitos F.C. players קטגוריה:כדורגלני אטרומיטוס Atrophic vaginitis אטרופיה נרתיקית Atropine אטרופין Atse Hezqeyas אצה חאזקאיס Atsuto Uchida אטסוטו אוצ'ידה Attachment in adults תאוריית ההתקשרות Attachment in children תאוריית ההתקשרות Attachment measures תאוריית ההתקשרות Attachment theory תאוריית ההתקשרות Attack התקפה Attack aircraft מטוס תקיפה Attack dog כלב תקיפה Attack helicopter מסוק קרב Attack on Mers-el-Kébir השמדת השייטת הצרפתית במרס אל כביר Attack on Pearl Harbor המתקפה על פרל הארבור Attack on Titan מתקפת הטיטאנים Attack on the Saudi Embassy in Khartoum המתקפה על שגרירות סעודיה בחרטום Attack on the twentieth convoy הטרנספורט העשרים Attacks on diplomatic missions קטגוריה:מתקפות נגד נציגויות דיפלומטיות Attacks on diplomatic missions of Israel קטגוריה:מתקפות נגד נציגויות דיפלומטיות ישראליות Attacks on places of worship קטגוריה:פיגועים במוסדות דת Attacks on schools קטגוריה:התקפות על מוסדות חינוך Attacks on synagogues and Jewish communal organizations קטגוריה:פיגועים במוסדות דת יהודיים Attalid dynasty השושלת האטלידית Attalus III אטלוס השלישי Attar עטר Attar עשתר Attar of Nishapur פריד א-דין עטאר Attempted assassination of Harry Truman ניסיון ההתנקשות בהארי טרומן Attempted assassination of Ronald Reagan ההתנקשות ברונלד רייגן Attenborough אטנבורו Attention קשב Attention deficit hyperactivity disorder ריכוז והיפראקטיביות הפרעת קשב Attention deficit hyperactivity disorder management טיפול בהפרעת קשב Attention deficit hyperactivity disorder predominantly inattentive ריכוז והיפראקטיביות המאופיינת בעיקר בקשיי קשב הפרעת קשב Attention disorders קטגוריה:הפרעת קשב Attenuation ניחות Attenuator מחליש Attero Dominatus Attero Dominatus Attersee אטרזה Attias אטיאס Attic עליית גג Attic Greek יוונית אטית Attic calendar לוח השנה האטי Attica אטיקה Attica Correctional Facility אטיקה Attica Zoological Park גן החיות אטיקה Atticus אטיקוס Attiki Odos אטיקי אודוס Attila אטילה Attila אטילה ההוני Attila Fiola אטילה פיולה Attila József אטילה יוז'ף Attila Petschauer אטילה פטשאואר Attitude עמדה Attitude תנוחה Attius Tullius אטיוס טוליוס Attoman~enwiki/Sandbox יום כדור הארץ Attorney General of Israel היועץ המשפטי לממשלה Attorney General of Mexico התובע הכללי המקסיקני Attorney at Law Harvey Birdman עורך דין הארווי בירדמן Attorneys General of Israel קטגוריה:היועצים המשפטיים לממשלה Attorneys General of Israel תבנית:היועצים המשפטיים לממשלה Attraction אטרקציה Attraction גרירה Attributable risk סיכון מיוחס Attribution ויקיפדיה:אמינות Attribution ייחוס Attribution תאוריית הייחוס Attribution תבנית:ייחוס Attrition warfare מלחמת התשה Atuagagdliutit/Grønlandsposten AG Atuda העתודה האקדמית Atum אתום Atwood אטווד Atypical antipsychotic תרופות אנטי-פסיכוטיות לא טיפוסיות Atyrau אטיראו Atzat Nefesh עצת נפש Atziluth עולם האצילות Atzmon עצמון Atzmon עצמון-שגב Au Au Au pair או-פר Au revoir les enfants להתראות ילדים Aube אוב Auberge de Castille אכסניית קסטיליה Aubrey Anderson-Emmons אוברי אנדרסון-אמונס Aubrey Beardsley אוברי בירדסלי Aubrey Plaza אוברי פלזה Aubrey de Grey אוברי דה גריי Auburn Tigers men's basketball players קטגוריה:כדורסלני אוניברסיטת אובורן Auca אאוקה Aucassin and Nicolette אוקסן וניקולט Auch אוש Auchan אושה Auchenorrhyncha ציקדות Auckland אוקלנד Auckland קטגוריה:אוקלנד Auckland Airport נמל התעופה של אוקלנד Auckland Government House בית הממשלה Auckland Grammar School בית הספר לבנים של אוקלנד Auckland Islands איי אוקלנד Auckland Old Government House בית הממשלה הישן Auckland Region אוקלנד Auckland Region קטגוריה:אוקלנד Auction מכירה פומבית Auction houses קטגוריה:בתי מכירות פומביות Audacity Audacity Aude אוד Audemars Piguet אודמר פיגה Audi אאודי Audi קטגוריה:אאודי Audi A3 אאודי A3 Audi A4 אאודי A4 Audi A6 אאודי A6 Audi A8 אאודי A8 Audi R8 אאודי R8 Audi R8 Le Mans Concept אאודי R8 Audie Murphy אודי מרפי Audience קהל Audience measurement מדרוג Audience reception תאוריית ההתקבלות Audio Units יחידות אודיו Audio Video Interleave AVI Audio editors קטגוריה:תוכנות עריכת אודיו Audio engineers קטגוריה:טכנאי קול Audio feedback היזון חוזר Audio mastering מאסטרינג Audio normalization נירמול אודיו Audio players קטגוריה:מערכות שמע Audio signal טכנאי קול Audio signal processing עיבוד אותות קול Audio software קטגוריה:תוכנות אודיו AudioCodes אודיוקודס Audiobook ספר מוקלט Audiohifi/DotNetNuke DotNetNuke Audiology אודיולוגיה Audioslave אודיוסלייב Audioslave - Audioslave.jpg קובץ:Audioslave - Audioslave.jpg Audioslave - Out of Exile.jpg קובץ:Audioslave - Out of Exile.jpg Audioslave - Revelations.jpg תמונה:B000GW8B08 01 SS500 SCLZZZZZZZ V62408210 .jpg Audit committee ועדת ביקורת Auditing קטגוריה:ביקורת Audition מבחן בד Auditor's report חוות דעת Auditorio de Tenerife האודיטוריום של טנריף Auditorium אודיטוריום Auditory brainstem response בדיקת ABR Auditory illusion אשליה שמיעתית Auditory system מערכת השמיעה Audre Lorde אודרי לורד Audrey Azoulay אודרה אזולאי Audrey Hepburn אודרי הפבורן Audrey Hepburn קטגוריה:אודרי הפבורן Audrey Mestre אודרי מסטרה Audrey Niffenegger אודרי ניפנגר Audrey Rose אודרי רוז Audrey Rose סיפורה של אודרי רוז Audrey Tang אודרי טאנג Audrey Tautou אודרה טוטו Audrey Wells אודרי ולס Auerbach אוארבך Aufbau אאופבאו Auferstanden aus Ruinen המנון גרמניה המזרחית Aufruf שבת כלה Auge טיוטה:אוגה Auger effect אפקט אוז'ה Auger electron spectroscopy ספקטרוסקופיית אלקטרוני אוז'ה Augite אוגיט Augmentation of honour תוספת Augmentative and alternative communication תקשורת תומכת וחליפית Augmented reality מציאות רבודה Augsburg אאוגסבורג Augsburg קטגוריה:אאוגסבורג Augsburg Airways אוגסבורג איירווייז Augur אוגור Augur buzzard עקב אוגור August אוגוסט August קטגוריה:אוגוסט August 1 1 באוגוסט August 10 10 באוגוסט August 11 11 באוגוסט August 12 12 באוגוסט August 13 13 באוגוסט August 14 14 באוגוסט August 15 15 באוגוסט August 16 16 באוגוסט August 17 17 באוגוסט August 18 18 באוגוסט August 19 19 באוגוסט August 2 2 באוגוסט August 20 20 באוגוסט August 2012 Sinai attack מתקפת הטרור במפגש הגבולות ישראל-מצרים-רצועת עזה August 2013 Rabaa massacre מהומות אוגוסט 2013 במצרים August 21 21 באוגוסט August 22 22 באוגוסט August 23 23 באוגוסט August 24 24 באוגוסט August 25 25 באוגוסט August 26 26 באוגוסט August 27 27 באוגוסט August 28 28 באוגוסט August 29 29 באוגוסט August 3 3 באוגוסט August 30 30 באוגוסט August 31 31 באוגוסט August 4 4 באוגוסט August 5 5 באוגוסט August 6 6 באוגוסט August 7 7 באוגוסט August 8 8 באוגוסט August 9 9 באוגוסט August Bebel אוגוסט בבל August Eigruber אוגוסט אייגרובר August Everding אוגוסט אברדינג August Ferdinand Möbius אוגוסט פרדיננד מביוס August Heinrich Hoffmann von Fallersleben אוגוסט היינריך הופמן פון פאלרסלבן August Heissmeyer אוגוסט הייסמאייר August Hirt אוגוסט הירט August Horch אוגוסט הורך August Kekulé פרידריך אוגוסט קקולה August Krogh אוגוסט קרוג August Kubizek אוגוסט קוביצק August Kundt אוגוסט קונדט August Landmesser אוגוסט לנדמסר August Leopold Crelle אוגוסט לאופולד קרל August Miete אוגוסט מיטה August Neidhardt von Gneisenau אוגוסט ניידהרדט פון גנייזנאו August Palm אוגוסט פאלם August Penguin המקור August Rohling אוגוסט רולינג August Rush ריקוד לאור ירח August Sander אוגוסט זנדר August Strindberg יוהאן אוגוסט סטרינדברג August Uprising מרד אוגוסט August Weismann אוגוסט וייסמן August Wilhelm Schlegel אוגוסט וילהלם פון שלגל August Wilhelm von Hofmann אוגוסט וילהלם פון הופמן August and Everything After August and Everything After August observances קטגוריה:אירועים בחודש אוגוסט August von Kotzebue אוגוסט פון קוצבו August von Mackensen אוגוסט פון מקנזן August von Wassermann אוגוסט פון וסרמן August: Osage County אוגוסט: מחוז אוסייג' Augusta אוגוסטה Augusta Victoria Hospital מתחם אוגוסטה ויקטוריה Augusta Victoria of Schleswig-Holstein קיסרית גרמניה ומלכת פרוסיה אוגוסטה ויקטוריה Augusta of Saxe-Weimar-Eisenach נסיכת סקסוניה-ויימאר-אייזנך אוגוסטה Augustan History היסטוריה אוגוסטה Auguste Beernaert אוגוסט ברנארט Auguste Bravais אוגוסט בראבה Auguste Comte אוגוסט קונט Auguste Escoffier אוגוסט אסקופייה Auguste Herbin אוגוסט הרבין Auguste Mariette אוגוסט מארייט Auguste Mercier אוגוסט מרסייה Auguste Piccard אוגוסט פיקאר Auguste Rodin אוגוסט רודן Auguste Rodin קטגוריה:אוגוסט רודן Auguste and Louis Lumière האחים לומייר Augustin Barruel אוגוסטן דה בארואל Augustin Neumann אוגוסטין נוימן Augustin-Jean Fresnel אוגוסטן ז'אן פרנל Augustin-Louis Cauchy אוגוסטן לואי קושי Augustine Volcano אוגוסטין Augustine of Hippo אוגוסטינוס Augustine of Hippo קטגוריה:אוגוסטינוס Augustiner Museum מוזיאון האוגוסטינים Augustiner-Bräu אוגוסטינר Augustinian Order קטגוריה:אוגוסטינים Augustinians אוגוסטינים Augustinos Kapodistrias אבגוסטינוס קפודיסטריאס Augusto Boal אוגוסטו בואל Augusto César Sandino אוגוסטו ססאר סנדינו Augusto Fernández אוגוסטו פרננדס Augusto Monterroso אאוגוסטו מונטרוסו Augusto Pinochet אוגוסטו פינושה Augusto Tasso Fragoso אוגוסטו פרגוזו Augusto dos Anjos אוגוסטו דוס אנז'וס Augustus אוגוסטוס Augustus אוגוסטוס קיסר Augustus De Morgan אוגוסטוס דה מורגן Augustus Egg אוגוסטוס אג Augustus Harris אוגוסטוס האריס Augustus II the Strong אוגוסט השני Augustus III of Poland אוגוסט השלישי Augustus Mongredien אוגוסטוס מונגרדיין Augustus Volney Waller אוגוסטוס וולני וולר Augustus of Prima Porta אוגוסטוס מפרימה פורטה Augustów אוגוסטוב Auk אלקיים Aukštaitija אוקשטאיטייה Aul אאול Aulacogen בקע כושל Aulcie Perry אולסי פרי Auld Lang Syne Auld Lang Syne Aulos אאולוס Aulus אאולוס Aulus Atilius Calatinus אולוס אטיליוס קלטינוס Aulus Gabinius אולוס גביניוס Aulus Gellius אולוס גליוס Aulus Postumius Albinus Magnus אאולוס פוסטומיוס אלבינוס מגנוס Aum Shinrikyo אום שינריקיו Aung San אונג סן Aung San Suu Kyi אונג סן סו צ'י Aura אאורה Aura הילה Aura Herzog אורה הרצוג Aurangzeb אורנגזב Aurel Stein אורל שטיין Aurel Vlaicu אאורל ולאייקו Aurela אורלה איירליינס Aurelia aurita אורליה כחולה Aurelian אורליאנוס Aurelian Walls חומת אורליאנוס Aureola הילה Auricularia auricula-judae אזנונית יהודה Auriculotherapy אוריקולותרפיה Auriga עגלון Auriga קטגוריה:קבוצת הכוכבים עגלון Aurignacian התרבות האוריניאקית Aurillac אוריאק Aurochs שור הבר Aurora אורורה Aurora זוהר הקוטב Aurora Islands איי אורורה Aurora Mardiganian אורורה מרדיגניאן Aurornis אורורניס Auroville אורוויל Aurèle Nicolet אורל ניקולה Aurélien Joachim אורליאן ז'ואקים Ausangate אאוסנגטה Auschwitz Album אלבום אושוויץ Auschwitz bombing debate סוגיית הפצצת אושוויץ Auschwitz concentration camp אושוויץ Auschwitz concentration camp קטגוריה:אושוויץ Auschwitz concentration camp inmates קטגוריה:אסירים במחנה הריכוז אושוויץ Auschwitz concentration camp personnel קטגוריה:אנשי סגל מחנות אושוויץ Auschwitz trial משפט אושוויץ הראשון Auschwitz-Birkenau State Museum מוזיאון אושוויץ בירקנאו Ausonius אוסוניוס Aussie אוזי Austen Chamberlain אוסטן צ'מברליין Austen Harrison אוסטן סיינט בארב הריסון Austen Henry Layard אוסטן הנרי לייארד Auster אוסטר Auster Autocrat אוסטר אוטוקרט Auster J family אוסטר אוטוקרט Austerity צנע Austerity in Israel מדיניות הקיצוב Austerlitz אוסטרליץ Austin אוסטין Austin & Ally אוסטין ואלי Austin Amutu אוסטין אמוטו Austin Aries דן סולוולד Austin Butler אוסטין באטלר Austin Carr אוסטין קאר Austin Ejide אוסטין אג'ידה Austin Freeman אוסטין פרימן Austin Mahone אוסטין מאהון Austin Powers אוסטין פאוורס Austin Powers קטגוריה:אוסטין פאוורס Austin Powers in Goldmember אוסטין פאוורס - גולדממבר Austin Powers: International Man of Mystery אוסטין פאוורס: מרגל עם סגנון Austin Powers: The Spy Who Shagged Me אוסטין פאוורס: המרגל שתקע אותי Austin Rivers אוסטין ריברס Austin Spurs אוסטין ספרס Austin–Bergstrom International Airport נמל התעופה הבינלאומי אוסטין-ברגסטרום Austral Islands איי אוסטרל Austral Islands קטגוריה:איי אוסטרל Austral Islands תבנית:איי אוסטרל Austral Líneas Aéreas אאוסטרל ליניאס אאריאס Austral blizzard משתמש:Austral blizzard Australasia אוסטרלאסיה Australasia at the Olympics אוסטרלאסיה במשחקים האולימפיים Australasian Antarctic Expedition משלחת אוסטרלאסיה לאנטארקטיקה Australasian Anti-Transportation League Flag דגל הליגה האוסטרל-אסיתית נגד הגליה Australia אוסטרליה Australia קטגוריה:אוסטרליה Australia 31–0 American Samoa משחקי כדורגל מרובי שערים Australia Act 1986 1986 חוק אוסטרליה Australia Day יום אוסטרליה Australia Men Basketball Squad 2012 Summer Olympics תבנית:נבחרת אוסטרליה בכדורסל באולימפיאדת 2012 Australia at the Olympics אוסטרליה במשחקים האולימפיים Australia at the Paralympics אוסטרליה במשחקים הפאראלימפיים Australia in World War II קטגוריה:אוסטרליה במלחמת העולם השנייה Australia in the Eurovision Song Contest אוסטרליה באירוויזיון Australia international soccer players קטגוריה:כדורגלני נבחרת אוסטרליה Australia location map templates קטגוריה:תבניות מיפוי לפי מדינות: אוסטרליה Australia men's national basketball team נבחרת אוסטרליה בכדורסל Australia national basketball team templates קטגוריה:סגלי נבחרת אוסטרליה בכדורסל Australia national soccer team נבחרת אוסטרליה בכדורגל Australia national soccer team managers קטגוריה:מאמני נבחרת אוסטרליה בכדורגל Australia national soccer team navigational boxes קטגוריה:סגלי נבחרת אוסטרליה בכדורגל Australia navigational boxes קטגוריה:תבניות ניווט - אוסטרליה Australia squad 2006 FIFA World Cup תבנית:נבחרת אוסטרליה במונדיאל 2006 Australia squad 2010 FIFA World Cup תבנית:נבחרת אוסטרליה במונדיאל 2010 Australia squad 2014 FIFA World Cup תבנית:נבחרת אוסטרליה במונדיאל 2014 Australia women's national basketball team נבחרת אוסטרליה בכדורסל נשים Australia women's national soccer team נבחרת אוסטרליה בכדורגל נשים Australian Aboriginal Flag דגל האבוריג'נים האוסטרלי Australian Alps האלפים האוסטרליים Australian Antarctic Territory הטריטוריה האנטארקטית האוסטרלית Australian Army צבא אוסטרליה Australian Army קטגוריה:צבא אוסטרליה Australian Blind Sports Federation הפדרציה האוסטרלית לספורט לעיוורים Australian Border Force Flag נס רשות המכס האוסטרלית Australian Capital Territory טריטוריית הבירה האוסטרלית Australian Capital Territory קטגוריה:טריטוריית הבירה האוסטרלית Australian Cattle Dog כלב בקר אוסטרלי Australian Civil Aviation Ensign דגל האוויר האזרחי של אוסטרליה Australian Convict Sites אתרי הנידונים האוסטרליים Australian Cricket Hall of Fame היכל התהילה של הקריקט האוסטרלי Australian Defence Force כוחות ההגנה של אוסטרליה Australian Defence Force קטגוריה:כוחות ההגנה של אוסטרליה Australian Defence Force Ensign נס כוחות ההגנה של אוסטרליה Australian Defence Force ranks 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קטגוריה:המטבח האוסטרי Austrian culture קטגוריה:אוסטריה: תרבות Austrian dramatists and playwrights קטגוריה:מחזאים אוסטרים Austrian economists קטגוריה:כלכלנים אוסטרים Austrian engineers קטגוריה:מהנדסים אוסטרים Austrian families קטגוריה:אוסטריה: משפחות Austrian female singers קטגוריה:זמרות אוסטריות Austrian feminists קטגוריה:פמיניסטים אוסטרלים Austrian film directors קטגוריה:במאי קולנוע אוסטרים Austrian films קטגוריה:סרטים אוסטריים Austrian football managers קטגוריה:מאמני כדורגל אוסטרים Austrian footballers קטגוריה:כדורגלנים אוסטרים Austrian historians קטגוריה:היסטוריונים אוסטרים Austrian inventors קטגוריה:ממציאים אוסטרים Austrian journalists קטגוריה:עיתונאים אוסטרים Austrian law קטגוריה:אוסטריה: חוק ומשפט Austrian lawyers קטגוריה:עורכי דין אוסטרים Austrian literature קטגוריה:ספרות אוסטרית Austrian mathematicians קטגוריה:מתמטיקאים אוסטרים Austrian military personnel קטגוריה:אנשי צבא אוסטרים Austrian music קטגוריה:מוזיקה אוסטרית Austrian musical groups קטגוריה:להקות אוסטריות Austrian 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קטגוריה:זמרים אוסטרים Austrian sportspeople קטגוריה:ספורטאים אוסטרים Austrian stage actors קטגוריה:שחקני תיאטרון אוסטרים Austrian state capitals קטגוריה:בירות מדינות אוסטריה Austrian swimmers קטגוריה:שחיינים אוסטרים Austrian translators קטגוריה:מתרגמים אוסטרים Austrian violinists קטגוריה:כנרים אוסטרים Austrian writers קטגוריה:סופרים אוסטרים Austria–Israel relations יחסי אוסטריה-ישראל Austro-Hungarian Army הצבא האוסטרו-הונגרי Austro-Hungarian Navy הצי האוסטרו-הונגרי Austro-Hungarian admirals קטגוריה:אדמירלים אוסטרו-הונגרים Austro-Hungarian generals קטגוריה:גנרלים אוסטרו-הונגרים Austro-Hungarian krone כתר אוסטרי Austro-Hungarian military personnel קטגוריה:אנשי צבא אוסטרו-הונגרים Austro-Hungarian military personnel of World War I קטגוריה:אנשי צבא אוסטרו-הונגרים במלחמת העולם הראשונה Austro-Hungarian people of World War I קטגוריה:אוסטרו-הונגרים במלחמת העולם הראשונה Austro-Prussian War מלחמת אוסטריה-פרוסיה Austro-Russian–Turkish War המלחמה העות'מאנית-רוסית Austrofascism אוסטרופשיזם Austronesian languages קטגוריה:שפות אוסטרונזיות Austronesian languages שפות אוסטרונזיות Autaritus אוטאריטוס Autarky כלכלה אוטרקית Autechre Autechre Auteur theory תאוריית האוטר Authentic Learning למידה אותנטית Authenticated encryption הצפנה מאומתת Authentication אימות זהות Authentication methods קטגוריה:אמצעי זיהוי Authenticity אותנטיות Author מחבר Authorised capital הון רשום Authoritarianism משטר סמכותני Authority סמכות Authorization hold אישור Authors of Hasidic works קטגוריה:מחברי ספרי חסידות Authors of Kabbalistic works קטגוריה:מחברי ספרי קבלה Authors of Rabbinic works קטגוריה:כותבי ספרות תורנית Authors of books on Jewish law קטגוריה:מחברי ספרי הלכה Authors of works on the Jerusalem Talmud קטגוריה:פרשני התלמוד הירושלמי Authors of works on the Talmud קטגוריה:פרשני התלמוד Autism אוטיזם קלאסי Autism קטגוריה:הקשת האוטיסטית Autism Network International רשת האוטיסטים הבינלאומית Autism in arts קטגוריה:הקשת האוטיסטית באמנות Autism rights movement תנועת הזכויות האוטיסטית Autism spectrum הספקטרום האוטיסטי Autism-related organizations קטגוריה:הקשת האוטיסטית: ארגונים Autistic Pride Day חג האוטיסטים הבינלאומי Autistic Self Advocacy Network רשת הייצוג העצמי האוטיסטית Auto אוטו Auto electrician חשמלאות רכב Auto racing מרוץ מכוניות Auto-Emancipation אוטואמנציפציה! Auto-Tune אוטו-טיון Auto-da-fé אוטו דה פה Auto-text תמליל אוטומטי AutoCAD אוטוקאד AutoPlay AutoPlay AutoRun AutoRun AutoWikiBrowser ויקיפדיה:AutoWikiBrowser Autoantibody נוגדן עצמי Autobahn אוטובאן Autobianchi אוטוביאנקי Autobiographers קטגוריה:כותבי אוטוביוגרפיה Autobiographies קטגוריה:אוטוביוגרפיות Autobiography אוטוביוגרפיה Autobiography ויקיפדיה:אוטוביוגרפיה Autobiography of a Yogi אוטוביוגרפיה של יוגי Autocars Co. אוטוקרס Autocephaly אוטוקפליה Autoclave אוטוקלב Autoclaved aerated concrete בלוק איטונג Autodesk Autodesk Autodesk 3ds Max 3ds Max Autodesk Animator Autodesk Animator Autodesk Maya Maya Autodidacticism אוטודידקטיות Autofocus מיקוד אוטומטי Autograph אוטוגרף Autograph כתב יד Autogyro אוטוג'ירו Autoignition temperature נקודת התלקחות Autoimmune disease מחלת חיסון עצמי Autolycus of Pitane אוטוליקוס Automata קטגוריה:אוטומטים Automata theory תורת האוטומטים Automated Transfer Vehicle ATV Automated code review כלים אוטומטיים לסקירת קוד Automatic Identification System מערכת זיהוי אוטומטי Automatic firearm נשק אוטומטי Automatic for the People Automatic for the People Automatic milking חליבה מכנית Automatic picture transmission Automatic Picture Transmission Automatic rifle רובה אוטומטי Automaticity אוטומטיות Automation אוטומציה Automaton בובה מכנית Automatonophobia אוטומטונופוביה Automobile Dacia דאצ'יה Automobile designers קטגוריה:מעצבי רכב Automobile repair shop מוסך Automobiles קטגוריה:מכוניות Automorphic number מספר אוטומורפי Automorphism אוטומורפיזם Automotive Industries תעשיות רכב נצרת עילית Automotive industry יצרני כלי רכב Automotive industry in Japan תעשיית הרכב ביפן Automotive pioneers קטגוריה:חלוצי תעשיית הרכב Autonegotiation Ethernet#Autonegotiation Autonoe אוטונואה Autonomic computing מחשוב אוטונומי Autonomic nervous system מערכת העצבים האוטונומית Autonomous Regions of Portugal חבלי פורטוגל האוטונומיים Autonomous Republic of Crimea הרפובליקה האוטונומית של קרים Autonomous car מכונית אוטונומית Autonomous communities of Spain קהילות אוטונומיות של ספרד Autonomous communities of Spain קטגוריה:ספרד: קהילות אוטונומיות Autonomous country subdivisions קטגוריה:אזורים בעלי שלטון עצמי Autonomous regions of China קטגוריה:סין: אזורים אוטונומיים Autonomous robot רובוט אוטונומי Autonomy אוטונומיה Autophagy אוטופגיה Autopilot טייס אוטומטי Autopsy נתיחה שלאחר המוות Autoreceptor קולטן#קולטנים עצמיים Autorefractor אוטורפרקטומטר Autorun.inf Autorun.inf Autosome אוטוזום Autostereogram אוטוסטראוגרמה Autosuggestion אוטוסוגסטיה Autotroph אוטוטרוף Autour d'une cabine ליד בקתת החוף Autriservice.gif קובץ:Autriservice.gif Autumn סתיו Autumn Leaves עלי שלכת Autumn in New York סתיו בניו יורק Autun אוטן Autun Cathedral קתדרלת אוטן Auvergne אוברן Auvergne קטגוריה:אוברן Auvergne-Rhône-Alpes אוברן-רון-אלפ Auvergne-Rhône-Alpes קטגוריה:אוברן-רון-אלפ Auxerre אוסר Auxerre Cathedral קתדרלת אוסר Auxilia חיל עזר בצבא הרומי Auxiliary Territorial Service חיל העזר לנשים Auxiliary ships קטגוריה:אוניות עזר Auxiliary verb פועל עזר Auxin אוקסין Aušra Augustinavičiūtė אוושרה אוגוסטינאויצ'יוט Av אב Av קטגוריה:אב Av Beit Din אב בית דין Av HaRachamim אב הרחמים Av HaTumah אב הטומאה Ava Gardner אווה גרדנר Avaaz Avaaz.org Avaceratops אווצרטופס Avachinsky אווצ'ינסקי Availability heuristic היוריסטיקת הזמינות Avalanche אוולאנש Avalanche מפולת שלגים Avalanche diode דיודת מפולת Avalanches קטגוריה:מפולות שלגים Avalanchurus אבלנשורוס Avalishvili אוואלישווילי Avalon אבלון Avalon High תיכון אבלון Avan Jogia אוון ג'וגיה Avangard Omsk אוונגרד אומסק Avant Browser Avant Browser Avant-Garde and Kitsch אוונגרד וקיטש Avant-garde אוונגרד Avantasia Avantasia Avanti Popolo אוונטי פופולו Avanti! אוואנטי! Avar אווארים Avaricum המצור על אוואריקום Avaris אווריס Avars אווארים קווקזים Avarua אוורואה Avascular necrosis נמק העצם Avast Antivirus Avast! Avatar אווטאר Avatar(Neytiri).jpg קובץ:Avatar Neytiri.jpg Avatar-Teaser-Poster.jpg קובץ:Avatar-Teaser-Poster.jpg Avatar: The Last Airbender אווטאר AvatarCover.JPG קובץ:AvatarCover.jpg Avaya אוויה Avdat עבדת Avdija Vršajević אבדייה ורשאייביץ' Avdimi of Haifa רבי אבדימי דמן חיפה Avdon עבדון Avebury אייוובורי Aveira עבירה Avellaneda אבז'אנדה Avellaneda קטגוריה:אבז'אנדה Avellaneda derby הקלאסיקו של אבז'אנדה Avellino אבלינו Avempace אבן באג'ה Avena שיבולת-שועל Avenged Sevenfold Avenged Sevenfold Avenger הנוקם Avengers האוונג'רס Avengers קטגוריה:האוונג'רס Avengers Disassembled האוונג'רס מתפרקים Avengers vs. X-Men אוונג'רס נגד אקס-מן Avengers: Age of Ultron הנוקמים: עידן אולטרון Aventine Hill גבעת האוונטין Aventurine אוונטורין Avenue שדרה Avenue 51/Demi Lovato דמי לובאטו Avenue B תמונה:IggyPopAvenueB.jpg Avenue Q אבניו קיו Avera Mengistu פרשת שני הישראלים הנעדרים ברצועת עזה Average ממוצע Average cost עלות ממוצעת Averrhoa carambola קרמבולה Averroes אבן רושד Aversion therapy טיפול סלידה Avery Bradley אייברי בראדלי Avery Brooks אייברי ברוקס Avery Brundage אוורי ברנדג' Avery Johnson אייברי ג'ונסון Avery–MacLeod–McCarty experiment ניסוי איוורי-מקלאוד-מקארתי Avesta אווסטה Avestan אווסטית Aveta אווטה Aveyron אוורון Avgolemono אבגולמונו Avi Arad אבי ארד Avi Avital אבי אביטל Avi Beker אבי בקר Avi Bell אבי בל Avi Belleli אבי בללי Avi Benayahu אבי בניהו Avi Benjamin אבי בנימין Avi Chai Foundation קרן אבי חי Avi Cohen אבי כהן Avi Dichter אבי דיכטר Avi Duan אבי דואן Avi Gabai אבי גבאי Avi Issacharoff אבי יששכרוף Avi Ivgi אבי איבגי Avi Knafo אבי כנפו Avi Kornick אבי קורניק Avi Kushnir אבי קושניר Avi Lerner אבי לרנר Avi Mizrahi אבי מזרחי Avi Mograbi אבי מוגרבי Avi Nesher אבי נשר Avi Nimni אבי נמני Avi Ostrowsky אבי אוסטרובסקי Avi Pazner אבי פזנר Avi Peretz אבי פרץ Avi Primor אבי פרימור Avi Ran אבי רן Avi Rikan אבי ריקן Avi Schwartz אבי שורץ Avi Shlaim אבי שליים Avi Strool אבי סטרול Avi Tayari אבי טיירי Avi Tikva אבי תקווה Avi Toledano אבי טולדנו Avi Vartzman אבי וורצמן Avi Weinroth אברהם וינרוט Avi Weiss אבי וייס Avi Wigderson אבי ויגדרזון Avi Wortzman אבי וורצמן Avi Yehezkel אברהם יחזקאל Avi Yehiel אבי יחיאל Avia S-199 אוויה S-199 Aviad Hacohen אביעד הכהן Aviad Yafeh אביעד יפה Avialae אביאלאה Avian influenza שפעת העופות Avianca אוויאנקה Avianca Flight 52 טיסה 052 של אוויאנקה Aviation קטגוריה:תעופה Aviation תעופה Aviation Martyrs' Monument אנדרטת חללי התעופה באיסטנבול Aviation Week & Space Technology Aviation Week & Space Technology Aviation accidents and incidents אסון תעופה Aviation accidents and incidents קטגוריה:תקריות ואסונות תעופה Aviation accidents and incidents by continent קטגוריה:תקריות ואסונות תעופה לפי יבשת Aviation accidents and incidents by type קטגוריה:תקריות ואסונות תעופה לפי סוג התקרית Aviation accidents and incidents by year קטגוריה:תקריות ואסונות תעופה לפי שנה Aviation accidents and incidents in 1943 קטגוריה:תקריות ואסונות תעופה ב-1943 Aviation accidents and incidents in 1945 קטגוריה:תקריות ואסונות תעופה ב-1945 Aviation accidents and incidents in 1949 קטגוריה:תקריות ואסונות תעופה ב-1949 Aviation accidents and incidents in 1950 קטגוריה:תקריות ואסונות תעופה ב-1950 Aviation accidents and incidents in 1954 קטגוריה:תקריות ואסונות תעופה ב-1954 Aviation accidents and incidents in 1955 קטגוריה:תקריות ואסונות תעופה ב-1955 Aviation accidents and incidents in 1958 קטגוריה:תקריות ואסונות תעופה ב-1958 Aviation accidents and incidents in 1961 קטגוריה:תקריות ואסונות תעופה ב-1961 Aviation accidents and incidents in 1963 קטגוריה:תקריות ואסונות תעופה ב-1963 Aviation accidents and incidents in 1964 קטגוריה:תקריות ואסונות תעופה ב-1964 Aviation accidents and incidents in 1966 קטגוריה:תקריות ואסונות תעופה ב-1966 Aviation accidents and incidents in 1968 קטגוריה:תקריות ואסונות תעופה ב-1968 Aviation accidents and incidents in 1970 קטגוריה:תקריות ואסונות תעופה ב-1970 Aviation accidents and incidents in 1971 קטגוריה:תקריות ואסונות תעופה ב-1971 Aviation accidents and incidents in 1972 קטגוריה:תקריות ואסונות תעופה ב-1972 Aviation accidents and incidents in 1973 קטגוריה:תקריות ואסונות תעופה ב-1973 Aviation accidents and incidents in 1974 קטגוריה:תקריות ואסונות תעופה ב-1974 Aviation accidents and incidents in 1975 קטגוריה:תקריות ואסונות תעופה ב-1975 Aviation accidents and incidents in 1977 קטגוריה:תקריות ואסונות תעופה ב-1977 Aviation accidents and incidents in 1979 קטגוריה:תקריות ואסונות תעופה ב-1979 Aviation accidents and incidents in 1982 קטגוריה:תקריות ואסונות תעופה ב-1982 Aviation accidents and incidents in 1983 קטגוריה:תקריות ואסונות תעופה ב-1983 Aviation accidents and incidents in 1984 קטגוריה:תקריות ואסונות תעופה ב-1984 Aviation accidents and incidents in 1985 קטגוריה:תקריות ואסונות תעופה ב-1985 Aviation accidents and incidents in 1986 קטגוריה:תקריות ואסונות תעופה ב-1986 Aviation accidents and incidents in 1987 קטגוריה:תקריות ואסונות תעופה ב-1987 Aviation accidents and incidents in 1988 קטגוריה:תקריות ואסונות תעופה ב-1988 Aviation accidents and incidents in 1990 קטגוריה:תקריות ואסונות תעופה ב-1990 Aviation accidents and incidents in 1992 קטגוריה:תקריות ואסונות תעופה ב-1992 Aviation accidents and incidents in 1994 קטגוריה:תקריות ואסונות תעופה ב-1994 Aviation accidents and incidents in 1995 קטגוריה:תקריות ואסונות תעופה ב-1995 Aviation accidents and incidents in 1996 קטגוריה:תקריות ואסונות תעופה ב-1996 Aviation accidents and incidents in 1997 קטגוריה:תקריות ואסונות תעופה ב-1997 Aviation accidents and incidents in 2000 קטגוריה:תקריות ואסונות תעופה ב-2000 Aviation accidents and incidents in 2001 קטגוריה:תקריות ואסונות תעופה ב-2001 Aviation accidents and incidents in 2002 קטגוריה:תקריות ואסונות תעופה ב-2002 Aviation accidents and incidents in 2003 קטגוריה:תקריות ואסונות תעופה ב-2003 Aviation accidents and incidents in 2004 קטגוריה:תקריות ואסונות תעופה ב-2004 Aviation accidents and incidents in 2007 קטגוריה:תקריות ואסונות תעופה ב-2007 Aviation accidents and incidents in 2009 קטגוריה:תקריות ואסונות תעופה ב-2009 Aviation accidents and incidents in 2010 קטגוריה:תקריות ואסונות תעופה ב-2010 Aviation accidents and incidents in 2011 קטגוריה:תקריות ואסונות תעופה ב-2011 Aviation accidents and incidents in 2013 קטגוריה:תקריות ואסונות תעופה ב-2013 Aviation accidents and incidents in 2014 קטגוריה:תקריות ואסונות תעופה ב-2014 Aviation accidents and incidents in 2015 קטגוריה:תקריות ואסונות תעופה ב-2015 Aviation accidents and incidents in 2016 קטגוריה:תקריות ואסונות תעופה ב-2016 Aviation accidents and incidents in Africa קטגוריה:תקריות ואסונות תעופה באפריקה Aviation accidents and incidents in Asia קטגוריה:תקריות ואסונות תעופה באסיה Aviation accidents and incidents in China קטגוריה:תקריות ואסונות תעופה בסיני Aviation accidents and incidents in Egypt קטגוריה:תקריות ואסונות תעופה במצרים Aviation accidents and incidents in Europe קטגוריה:תקריות ואסונות תעופה באירופה Aviation accidents and incidents in Israel קטגוריה:תקריות ואסונות תעופה בישראל Aviation accidents and incidents in New York קטגוריה:תקריות ואסונות תעופה בניו יורק Aviation accidents and incidents in North America קטגוריה:אמריקה הצפונית: תקריות ואסונות תעופה Aviation accidents and incidents in Russia קטגוריה:תקריות ואסונות תעופה ברוסיה Aviation accidents and incidents in South America קטגוריה:תקריות ואסונות תעופה בדרום אמריקה Aviation accidents and incidents in the United Kingdom קטגוריה:תקריות ואסונות תעופה בבריטניה Aviation accidents and incidents in the United States קטגוריה:תקריות ואסונות תעופה בארצות הברית Aviation by continent קטגוריה:תעופה לפי יבשת Aviation by country קטגוריה:תעופה לפי מדינה Aviation films קטגוריה:סרטי תעופה Aviation in Africa קטגוריה:אפריקה: תעופה Aviation in Argentina קטגוריה:ארגנטינה: תעופה Aviation in Asia קטגוריה:אסיה: תעופה Aviation in Australia קטגוריה:אוסטרליה: תעופה Aviation in Austria קטגוריה:אוסטריה: תעופה Aviation in Azerbaijan קטגוריה:אזרבייג'ן: תעופה Aviation in Brazil קטגוריה:ברזיל: תעופה Aviation in Bulgaria קטגוריה:בולגריה: תעופה Aviation in Canada קטגוריה:קנדה: תעופה Aviation in China קטגוריה:הרפובליקה העממית של סין: תעופה Aviation in Colombia קטגוריה:קולומביה: תעופה Aviation in Denmark קטגוריה:דנמרק: תעופה Aviation in Egypt קטגוריה:מצרים: תעופה Aviation in Ethiopia קטגוריה:אתיופיה: תעופה Aviation in Europe קטגוריה:אירופה: תעופה Aviation in Finland קטגוריה:פינלנד: תעופה Aviation in France קטגוריה:צרפת: תעופה Aviation in Georgia קטגוריה:גאורגיה: תעופה Aviation in Germany קטגוריה:גרמניה: תעופה Aviation in Greece קטגוריה:יוון: תעופה Aviation in Hong Kong קטגוריה:הונג קונג: תעופה Aviation in Hungary קטגוריה:הונגריה: תעופה Aviation in Iceland קטגוריה:איסלנד: תעופה Aviation in India קטגוריה:הודו: תעופה Aviation in Iran קטגוריה:איראן: תעופה Aviation in Israel קטגוריה:ישראל: תעופה Aviation in Italy קטגוריה:איטליה: תעופה Aviation in Japan קטגוריה:יפן: תעופה Aviation in Jordan קטגוריה:ירדן: תעופה Aviation in Kazakhstan קטגוריה:קזחסטן: תעופה Aviation in Lebanon קטגוריה:לבנון: תעופה Aviation in Morocco קטגוריה:מרוקו: תעופה Aviation in New York City קטגוריה:ניו יורק: תעופה Aviation in New Zealand קטגוריה:ניו זילנד: תעופה Aviation in North America קטגוריה:אמריקה הצפונית: תעופה Aviation in North Korea קטגוריה:קוריאה הצפונית: תעופה Aviation in Norway קטגוריה:נורווגיה: תעופה Aviation in Oceania קטגוריה:אוקיאניה: תעופה Aviation in Poland קטגוריה:פולין: תעופה Aviation in Romania קטגוריה:רומניה: תעופה Aviation in Russia קטגוריה:רוסיה: תעופה Aviation in Saudi Arabia קטגוריה:ערב הסעודית: תעופה Aviation in Singapore קטגוריה:סינגפור: תעופה Aviation in South Africa קטגוריה:דרום אפריקה: תעופה Aviation in South America קטגוריה:אמריקה הדרומית: תעופה Aviation in South Korea קטגוריה:קוריאה הדרומית: תעופה Aviation in Spain קטגוריה:ספרד: תעופה Aviation in Sweden קטגוריה:שוודיה: תעופה Aviation in Switzerland קטגוריה:שווייץ: תעופה Aviation in Syria קטגוריה:סוריה: תעופה Aviation in Thailand קטגוריה:תאילנד: תעופה Aviation in Turkey קטגוריה:טורקיה: תעופה Aviation in Ukraine קטגוריה:אוקראינה: תעופה Aviation in World War I לוחמה אווירית במלחמת העולם הראשונה Aviation in the Czech Republic קטגוריה:צ'כיה: תעופה Aviation in the Netherlands קטגוריה:הולנד: תעופה Aviation in the Republic of Macedonia קטגוריה:מקדוניה: תעופה Aviation in the Soviet Union קטגוריה:ברית המועצות: תעופה Aviation in the United Kingdom קטגוריה:בריטניה: תעופה Aviation in the United States קטגוריה:ארצות הברית: תעופה Aviation lists תבנית:תעופה Aviation pioneers קטגוריה:חלוצי התעופה Aviation stubs קטגוריה:קצרמר תעופה Aviators קטגוריה:טייסים AvicBot משתמש:AvicBot Avicenna אבן סינא Avicennasis משתמש:Avicennasis Avichai Mandelblit אביחי מנדלבליט Avichai Rontzki אביחי רונצקי Avicii אביצ'י Avicularia אוויקולריה Avidin אבידין Avidov Lipsker אבידב ליפסקר Aviel אביאל Aviem Sella אביאם סלע Aviezer אביעזר Aviezri Fraenkel אביעזרי פרנקל Avigayil אביגיל Avigdor אביגדור Avigdor Aptowitzer אביגדור אפטוביצר Avigdor Arikha אביגדור אריכא Avigdor Ben-Gal אביגדור בן-גל Avigdor Cohen of Vienna אביגדור הכהן Avigdor Dagan אביגדור דגן Avigdor Eskin אביגדור אסקין Avigdor Feldman אביגדור פלדמן Avigdor Hameiri אביגדור המאירי Avigdor Kahalani אביגדור קהלני Avigdor Levontin אביגדור לבונטין Avigdor Lieberman אביגדור ליברמן Avigdor Miller אביגדור מילר Avigdor Nebenzahl אביגדר נבנצל Avigdor Stematsky אביגדור סטימצקי Avigdor Yitzhaki אביגדור יצחקי Avignon אביניון Avignon קטגוריה:אביניון Avignon Papacy אפיפיורות אביניון Avihai Yadin אביחי ידין Avihayil אביחיל Avihu Ben-Nun אביהו בן-נון Avihu Medina אביהו מדינה Avihu/Felix Lupa פליקס לופה Avilés אבילס Avinu Malkeinu תפילת אבינו מלכנו Avio אוויו Avionics אוויוניקה Avira Avira Aviram Baruchyan אבירם ברוכיאן Aviram Dahari אבירם דהרי Aviron flying school אווירון Avis Rent a Car System אוויס Avishai Cohen אבישי כהן Avishai Cohen קטגוריה:אלבומי אבישי כהן Avishai Dekel אבישי דקל Avishai Jano אבישי ז'אנו Avishai Margalit אבישי מרגלית Avishai Raviv אבישי רביב Avishay Braverman אבישי ברוורמן Avital אביטל Avital Abergel אביטל אברג'יל Avital Boruchovsky אביטל בורוחובסקי Avital Ronell אביטל רונאל Avitrans אוויטרנס Aviv אביב Aviv Bushinsky אביב בושינסקי Aviv Geffen אביב גפן Aviv Hadad אביב חדד Aviv Kochavi אביב כוכבי Aviv String Quartet רביעיית אביב Aviva Stadium אצטדיון אביבה Aviva Uri אביבה אורי Avivah Gottlieb Zornberg אביבה גוטליב זורנברג Avivim אביבים Avivim school bus bombing אוטובוס ילדי אביבים Aviya's Summer הקיץ של אביה Avnat אבנת Avnei Eitan אבני איתן Avnei Hefetz אבני חפץ Avner Ben-Gal אבנר בן גל Avner Cohen אבנר כהן Avner Dorman אבנר דורמן Avner Faingulernt אבנר פיינגלרנט Avner Falk אבנר פלק Avner Friedman אבנר פרידמן Avner Less אבנר לס Avner Shaki אבנר חי שאקי Avner Shalev אבנר שלו Avner Strauss אבנר שטראוס Avner Treinin אבנר טריינין Avnet אבנט Avni אבני Avni Institute of Art and Design מכון אבני Avocado אבוקדו Avocado oil שמן אבוקדו Avocadrix/sandbox תחשאים AvocatoBot משתמש:AvocatoBot Avocet סייפן Avoda עבודה Avodah Zarah מסכת עבודה זרה Avogadro אבוגדרו Avogadro constant קבוע אבוגדרו Avogadro's law חוק אבוגדרו Avoidant personality disorder הפרעת אישיות נמנעת Avolition אבוליציה Avot אבות Avot of Rabbi Natan אבות דרבי נתן Avoth Yeshurun אבות ישורון Avraam Benaroya אברהם בן-ארויה Avraham Abaas אברהם עבאס Avraham Adan אברהם אדן Avraham Ahituv אברהם אחיטוב Avraham Al-Naddaf אברהם אלנדאף Avraham Arnon אברהם ארנון Avraham Ashkenazi אברהם אשכנזי Avraham Avigdorov אברהם אביגדורוב Avraham Avinu Synagogue בית הכנסת אברהם אבינו Avraham Ben-Shoshan אברהם בן-שושן Avraham Ben-Yitzhak אברהם בן יצחק Avraham Biran אברהם בירן Avraham Biton אברהם ביטון Avraham Botzer אברהם בוצר Avraham Burg אברהם בורג Avraham Chaim Naeh אברהם חיים נאה Avraham Danzig אברהם דנציג Avraham Deutsch אברהם דויטש Avraham Diskin אברהם דיסקין Avraham Drori אברהם דרורי Avraham Duber Kahana Shapiro אברהם דוב כהנא שפירא Avraham Eilam-Amzallag אברהם אמזלג Avraham Eilat אברהם אילת Avraham Eliezer Alperstein אברהם אליעזר אלפרשטיין Avraham Elimelech Firer אלימלך פירר Avraham Elmalih אברהם אלמליח Avraham Even-Shoshan אברהם אבן-שושן Avraham Fahn אברהם פאהן Avraham Fried אברהם פריד Avraham Givelber אברהם גיבלבר Avraham Goldberg אברהם גולדברג Avraham Goldstein/Sandbox הפורום המשפטי למען ארץ ישראל Avraham Gombiner אברהם אבלי הלוי גומבינר Avraham Gorali אברהם גורלי Avraham Granot אברהם גרנות Avraham Grodzinski אברהם גרודזינסקי Avraham Harman אברהם הרמן Avraham Heffner אברהם הפנר Avraham Herzfeld אברהם הרצפלד Avraham Hirschson אברהם הירשזון Avraham Kalfon אברהם כלפון Avraham Kalmanowitz אברהם קלמנוביץ Avraham Katz אברהם כץ Avraham Katz-Oz אברהם כ"ץ-עוז Avraham Katznelson אברהם קצנלסון Avraham Krinitzi אברהם קריניצי Avraham Lanir אבי לניר Avraham Leizerson אברהם לייזרזון Avraham Levenbraun אברהם לבנבראון Avraham Melamed אברהם מלמד Avraham Menchel אברהם מנצ'ל Avraham Michaeli אברהם מיכאלי Avraham Mordechai Alter אברהם מרדכי אלתר Avraham Neguise אברהם נגוסה Avraham Ofek אברהם אופק Avraham Ofer אברהם עופר Avraham Oz אברהם עוז Avraham Poraz אברהם פורז Avraham Rakanti אברהם רקנאטי Avraham Ravitz אברהם רביץ Avraham Sela אברהם סלע Avraham Shalom אברהם שלום Avraham Shapira אברהם אלקנה כהנא שפירא Avraham Sharir אברהם שריר Avraham Sharon אברהם שרון Avraham Shekhterman אברהם שכטרמן Avraham Shlonsky אברהם שלונסקי Avraham Shochat אברהם בייגה שוחט Avraham Stern אברהם יצחק שטרן Avraham Stern אברהם שטרן Avraham Taviv אברהם טביב Avraham Tehomi אברהם תהומי Avraham Tiar אברהם טיאר Avraham Trahtman אברהם טרכטמן Avraham Verdiger אברהם ורדיגר Avraham Wolfensohn אברהם וולפנזון Avraham Yaakov Pam אברהם יעקב פאם Avraham Yaski אברהם יסקי Avraham Yehoshua Heschel השיל מקראקא Avraham Yehoshua Heshel אברהם יהושע השיל מאפטא Avraham Yissachar Dov Rabinowicz אברהם יששכר בער רבינוביץ Avraham Yitzchak Bloch אברהם יצחק בלוך Avraham Yoffe אברהם יפה Avraham Yosef אברהם יוסף Avraham Yosef Shapira אברהם יוסף שפירא Avraham Zilberberg אברהם זילברברג Avraham-Haim Shag אברהם-חיים שאג Avraham-Yehuda Goldrat אברהם יהודה גולדראט Avram Bunaciu אברם בונאצ'יו Avram Davidson אברם דוידסון Avram Grant אברהם גרנט Avram Hershko אברהם הרשקו Avram Iancu אברם ינקו Avram44/That's Where You Take Me That's Where You Take Me Avri Gilad אברי גלעד Avri Ran אברי רן Avril Lavigne Avril Lavigne Avril Lavigne אבריל לאבין Avril Lavigne קטגוריה:אבריל לאבין Avril Lavigne תבנית:אבריל לאבין Avril Lavigne albums קטגוריה:אלבומי אבריל לאבין Avril Lavigne songs קטגוריה:שירי אבריל לאבין Avro Anson אוורו אנסון Avro Canada CF-105 Arrow CF-105 Avro Lancaster אוורו לנקסטר Avro Manchester אוורו מנצ'סטר Avrohom Bornsztain אברהם בורנשטיין Avrohom Eliyahu Kaplan אברהם אליהו קפלן Avrohom Elyashiv אברהם אלישיב Avrohom Yaakov Friedman אברהם יעקב פרידמן Avrohom Yaakov Friedman אברהם יעקב פרידמן מסדיגורה Avrohom Yehoshua Soloveitchik אברהם יהושע סולובייצ'יק Avrohom Yeshaya Karelitz אברהם ישעיהו קרליץ Avrohom Yitzchok Ulman אברהם יצחק אולמן Avrom Ber Gotlober אברהם בר גוטלובר Avrom Reyzen אברהם רייזן Avrom Yanovsky אברום ינובסקי Avs38.jpg קובץ:Avengers 1998 38.jpg Avshalom Cave מערת אבשלום Avshalom Elitzur אבשלום אליצור Avshalom Feinberg אבשלום פיינברג Avshalom Haviv אבשלום חביב Avshalom Kor אבשלום קור Avshalom Pollak אבשלום פולק Avshalom Vilan אבשלום וילן Avtalion אבטליון Avtandil Chkuaseli אוותנדיל צ'קואסלי Avtandil Gogoberidze אוותנדיל ר'ור'וברידזה AvtoVAZ אווטוואז Avtomobilist Yekaterinburg אבטומוביליסט יקטרינבורג Awaara הנווד Awad עווד Awadagin Pratt אוואדאג'ין פראט Awadh אווד Awaji Island אוואג'י Awake Awake Awake להתעורר Awake סכין בלב Awakenings התעוררות Awali אל-אוואלי Awali עוואלי Award פרס Award ceremonies קטגוריה:טקסי הענקת פרסים Award winners קטגוריה:זוכי פרסים Award winners by nationality קטגוריה:מקבלי עיטורים Award winners by subject קטגוריה:זוכי פרסים לפי תחום Awards קטגוריה:פרסים Awards and decorations of the United States Armed Forces עיטורי הכוחות המזוינים של ארצות הברית Awards by country קטגוריה:פרסים לפי מדינה Awards by the municipality of Tel Aviv-Yafo קטגוריה:פרסי עיריית תל אביב-יפו Awareness מודעות Awareness days קטגוריה:ימי מודעות Awareness ribbon סרט מודעות Awarta עוורתא Awasa אווסה Awash River אוואש Away goals rule חוק שערי חוץ Awesome as Fuck Awesome as Fuck Awn Shawkat Al-Khasawneh עון שווכת אל-ח'סאונה Awni Abd al-Hadi עווני עבד אל-האדי Axe גרזן Axe historique אקס היסטוריק Axe murder incident מבצע פול באניין Axel Freiherr von dem Bussche-Streithorst אקסל פון דם בוסשה Axel Heiberg Glacier קרחון אקסל הייברג Axel Hervelle אקסל הארוול Axel Munthe אכסל מונתה Axel Olrik אקסל אולריק Axel Springer אקסל שפרינגר Axel Springer SE אקסל שפרינגר Axel Witsel אקסל ויטסל Axelgh07 משתמש:Axelgh07 Axes קטגוריה:גרזנים Axezz משתמש:Axezz Axial Age עידן הציר Axial precession נקיפת ציר כדור הארץ Axial skeleton שלד צירי Axial tilt נטיית ציר הסיבוב Axilla בית השחי Axillary artery עורק בית השחי Axinite אקסיניט Axiom אקסיומה Axiom S5 הנחה S5 Axiom of choice אקסיומת הבחירה Axiom of choice קטגוריה:אקסיומת הבחירה Axiom of constructibility אקסיומת הבנייה Axiom of countability אקסיומות המנייה Axiom of extensionality אקסיומת ההיקפיות Axiom of infinity אקסיומת הקבוצה האינסופית Axiom of power set אקסיומת קבוצת החזקה Axiom of regularity אקסיומת היסוד Axiom of union אקסיומת האיחוד Axiom schema of replacement אקסיומת ההחלפה Axioms of set theory קטגוריה:אקסיומות של תורת הקבוצות Axis חולית הציר Axis ציר Axis mundi ציר העולם Axis of evil ציר הרשע Axis powers מדינות הציר Axl Rose אקסל רוז Axle ציר Axolotl אקסולוטל מקסיקני Axon אקסון Axon hillock תלולית האקסון Axum אקסום Ax–Grothendieck theorem משפט אקס-גרותנדיק Ay איי Aya איה Aya Kamikawa איה קאמיקאווה Aya Korem איה כורם Aya Miyama איה מיאמה Ayaan Hirsi Ali אייאן חירסי עלי Ayacucho Region מחוז אייקוצ'ו Ayah איה Ayahuasca איוואסקה Ayal Adler אייל אדלר Ayala איילה Ayala Hasson-Nesher איילה חסון Ayala Ingedashet איילה אינגדשט Ayala Procaccia אילה פרוקצ'יה Ayala Zacks-Abramov אילה זקס-אברמוב Ayalon איילון Ayalon Cave מערת איילון Ayalon Mall קניון איילון Ayalon Prison בית סוהר איילון Ayalon River נחל איילון Ayalon Tower מגדל איילון Ayanosh/Sandbox2 אירפאן קאן Ayanot עיינות Ayatollah אייתוללה Aybak אייבכ Aye-aye איי איי Ayele Seteng היילה סטאין Ayelet Carmi אילת כרמי Ayelet HaShahar איילת השחר Ayelet Menahemi איילת מנחמי Ayelet Nahmias-Verbin איילת נחמיאס-ורבין Ayelet Ohayon איילת אוחיון Ayelet Shaked איילת שקד Ayelet Zurer איילת זורר Ayia Napa איה נאפה Ayia Napa FC players קטגוריה:כדורגלני איה נאפה Ayin עין Ayin Hillel ע. הלל Ayit Aviation and Tourism עיט שירותי תעופה ותיירות Ayman Odeh איימן עודה Ayman Taha אימן טה Ayman al-Zawahiri איימן א-זוואהירי Aymen Abdennour איימן עבדנור Ayn Ghazal עין ע'זאל Ayn Rand איין ראנד Ayn Rand קטגוריה:איין ראנד Ayna איינה Aynur Doğan איינור דואן Ayoob Kara איוב קרא Ayoub Tabet איוב ת'אבת Ayr אייר Ayran איירן Ayrton Senna איירטון סנה Aysén Region אייסן Aysén Region קטגוריה:אייסן Ayta ash Shab עייתא א-שעב Aytos אייטוס Ayub Daud איוב דאוד Ayudafuenlabrada.jpg קובץ:Ayudafuenlabrada.jpg Ayumi Hamasaki איומי האמאסאקי Ayun עיון Ayurveda איור ודה Ayushk/sandbox2 ג'יימס בלייק Ayya איה Ayyubid dynasty השושלת האיובית Ayyubid dynasty קטגוריה:איובים Ayyám-i-Há איאם-אי הא Az-Zahir א-ט'אהר Az-Zalzala סורת א-זלזלה Azad Kashmir אזאד קשמיר Azad Kuh אזאד קוה Azadi Stadium אצטדיון אזאדי Azadi Tower מגדל אזאדי Azadirachta indica אזדרכת הודית Azadirachtin אזדרכטין Azali Assoumani אזאלי אסומאני Azania אזניה Azanus ubaldus כחליל השיטה Azar אזר Azar Gat עזר גת Azar Majedi אזאר מאג'די Azar Nafisi אזאר נפיסי Azara's night monkey דורוקולי אזרה Azaria עזריה Azaria Alon עזריה אלון Azaria Piccio עזריה פיגו Azariah עזריה Azariah עזריהו בן עודד Azariah עזריהו בן צדוק Azariah dei Rossi עזריה מן האדומים Azariqa אזארקה Azathioprine אזתיופרין Azawad אזוואד Azawakh אזוואק Azazel עזאזל Azealia Banks אזיליה בנקס Azealia Banks discography דיסקוגרפיה של אזיליה בנקס Azeglio Vicini אזליו ויצ'יני Azekah עזקה Azemiopinae צפע פיאה Azeotrope אזיאוטרופ Azerbaijan אזרבייג'ן Azerbaijan קטגוריה:אזרבייג'ן Azerbaijan Airlines אזרבייג'ן איירליינס Azerbaijan Airlines Flight 217 טיסה 217 של אזרבייג'ן איירליינס Azerbaijan Airlines Flight 56 טיסה 56 של אזרבייג'ן איירליינס Azerbaijan Ganja גנג'ה Azerbaijan Premier League ליגת העל האזרית Azerbaijan Shaki שקי Azerbaijan Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית האזרית Azerbaijan at the Olympics אזרבייג'ן במשחקים האולימפיים Azerbaijan at the Paralympics אזרבייג'ן במשחקים הפאראלימפיים Azerbaijan in the Eurovision Song Contest אזרבייג'ן באירוויזיון Azerbaijan national basketball team נבחרת אזרבייג'ן בכדורסל Azerbaijan national football team נבחרת אזרבייג'ן בכדורגל Azerbaijan national football team managers קטגוריה:מאמני נבחרת אזרבייג'ן בכדורגל Azerbaijan national under-21 football team נבחרת אזרבייג'ן בכדורגל עד גיל 21 Azerbaijan templates קטגוריה:תבניות ניווט - אזרבייג'ן Azerbaijani Jews קטגוריה:יהודים אזרים Azerbaijani composers קטגוריה:מלחינים אזרים Azerbaijani cuisine קטגוריה:המטבח האזרי Azerbaijani culture קטגוריה:אזרבייג'ן: תרבות Azerbaijani film actors קטגוריה:שחקני קולנוע וטלוויזיה אזרים Azerbaijani football managers קטגוריה:מאמני כדורגל אזרים Azerbaijani footballers קטגוריה:כדורגלנים אזרים Azerbaijani language אזרית Azerbaijani manat מאנאט אזרבייג'ני Azerbaijani musicians קטגוריה:מוזיקאים אזרים Azerbaijani people קטגוריה:אזרים Azerbaijani politicians קטגוריה:פוליטיקאים אזרים Azerbaijani singers קטגוריה:זמרים אזרים Azerbaijani writers קטגוריה:סופרים אזרים Azerbaijan–Israel relations יחסי אזרבייג'ן-ישראל Azharot אזהרות Azila Talit Reisenberger אצילה טלית רייזנברגר Azimuth אזימוט Aziz Ali al-Misri עזיז עלי אל-מצרי Aziz Ansari עזיז אנסרי Aziz Duwaik עזיז דוויק Aziz Sancar עזיז סנג'אר Aziz1005 משתמש:Aziz1005 Aziza Mustafa Zadeh עזיזה מוסטפא זאדה Azizkayihan/Trans-Neptunian Object גוף טרנס-נפטוני Azmari אזמרי Azmi Bishara עזמי בשארה Azmi Nassar עזמי נסאר Azmon קוסיימה Azo compound אזו Azo of Iberia אזו Azoospermia אזוספרמיה Azor אזור Azorei Hen אזורי חן Azores האיים האזוריים Azores קטגוריה:האיים האזוריים Azores Horta הורטה Azores Lagoa לגואה Azorubine אזורובין Azoulay אזולאי Azov אזוב Azov campaigns מערכות אזוב Azrael עזראל Azri'el עזריאל Azriel עזרא ועזריאל בני שלמה Azriel Chaikin עזריאל חייקין Azriel Hildesheimer עזריאל הילדסהיימר Azriel Lévy עזריאל לוי Azrieli Center מגדלי עזריאלי Azrieli College of Engineering Jerusalem עזריאלי - מכללה אקדמית להנדסה ירושלים Azrieli Group קבוצת עזריאלי Azrikam עזריקם Aztec אצטקים Aztec קטגוריה:אצטקים Aztec Empire האימפריה האצטקית Aztec codices קודקס אצטקי Aztec goddesses קטגוריה:אלות אצטקיות Aztec gods קטגוריה:אלים אצטקיים Aztec mythology מיתולוגיה אצטקית Aztec mythology and religion קטגוריה:מיתולוגיה אצטקית Azuay Province אסואי Azuchi–Momoyama period תקופת אזוצ'י-מומויאמה Azuki-chan אזוקי צ'אן Azul Brazilian Airlines אזול נתיבי אוויר ברזילאיים Azumanga Daioh אזומנגה דאיו Azumaya algebra אלגברת אזומיה Azure אזור Azure תכלת Azure Interim/JAPANICAN Travelocity Azure Window דוויירה Azurite אזוריט Azzam עזאם Azzam Azzam עזאם עזאם Azzam al-Ahmad עזאם אל-אחמד Azzopardi אזופרדי Azzun עזון Azúcar Moreno אסוקר מורנו Azərbaycan marşı המנון אזרבייג'ן Açaí palm אסאי Aécio Neves אאסיו נווס Aérospatiale איירוספסיאל Aérospatiale Alouette II אלואט II Aérospatiale Gazelle איירוספסיאל גאזל Aérospatiale SA 321 Super Frelon סופר פרלון Aílton Gonçalves da Silva אאילטון Aïr Mountains הרי אייר Aïssa Mandi עיסא מאנדי Aït Benhaddou איית בן חדו Aşk-ı Memnu אהבה אסורה B B B סי B cell לימפוציט B B in the Mix: The Remixes B in the Mix: The Remixes B in the Mix: The Remixes Vol. 2 B in the Mix: The Remixes Vol. 2 B movie בי מובי B vitamins ויטמין B B&H Airlines B&H איירליינס B&H Photo Video B&H B'Day B’Day B'Elanna Torres ב'לאנה טורס B'Sheva בשבע B'Tselem בצלם B'nai B'rith בני ברית B'nai B'rith קטגוריה:בני ברית B'nai Moshe יהדות פרו#בני משה B'rith Sholom ברית שלום B*Witched B*Witched B+ tree עץ B Plus B-25 Empire State Building crash התנגשות המטוס בבניין האמפייר סטייט B-300 מטול B-300 שיפון B-52 B-52 B-Daman בידאמאן B-boying ברייקדאנס B-cell chronic lymphocytic leukemia לוקמיה לימפוציטית כרונית B-tree עץ B B-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג B B. Ambedkar בהימרו רמג'י אמבדקאר B. Hallegua הלגואה B. Liddell Hart באזיל לידל הארט B. Novak בי ג'יי נובאק B. Skinner פרדריק סקינר B. Traven ב. טראוון B. Vorster ג'ון פורסטר B.A.P B.A.P B.A.P discography דיסקוגרפיה של B.A.P B.B. King בי בי קינג B.C. VITA Tbilisi ויטה טביליסי B.C. Zenit Saint Petersburg זניט סנקט פטרבורג B.P. Empire B.P. Empire B.chachere/Sandbox רצח על חילול כבוד המשפחה B.o.B B.o.B B.o.B תבנית:בי או בי B.o.B Presents: The Adventures of Bobby Ray B.o.B Presents: The Adventures of Bobby Ray B144 B144 B1mbo משתמש:B1mbo B36 Tórshavn B36 טורסהאבן B36 Tórshavn players קטגוריה:כדורגלני B36 טורסהאבן B575 משתמש:yambaram B612 Foundation קרן B612 B68 Toftir B68 טופטיר BA BA BA CityFlyer BA סיטיפלייר BA-10 BA-10 BA-20 BA-20 BA-30 BA-30 BA-64 BA-64 BACH motif מוטיב BACH BACbKA User:BACbKA BAE Systems BAE סיסטמס BAFTA Award for Best Actor in a Leading Role תבנית:פרס באפט"א לשחקן הטוב ביותר BAFTA Award for Best Actress in a Leading Role תבנית:פרס באפט"א לשחקנית הטובה ביותר BAFTA Award for Best Supporting Actor תבנית:פרס באפט"א לשחקן המשנה הטוב ביותר BAFTA Award for Best Supporting Actress תבנית:פרס באפט"א לשחקנית המשנה הטובה ביותר BAFTA Best Film תבנית:פרס באפט"א לסרט הטוב ביותר BAFTA winners קטגוריה:זוכי פרס באפט"א: אישים BAFTA winners קטגוריה:זוכי פרס באפט"א: סדרות BAFTA winners קטגוריה:זוכי פרס באפט"א: סרטים BASE jumping קפיצת בסיס BASF BASF BASIC BASIC BB Doradus BB בדג זהב BB-8 BB-8 BBC BBC BBC קטגוריה:BBC BBC African Footballer of the Year כדורגלן השנה באפריקה של ה-BBC BBC Domesday Project פרויקט יום הדין BBC One BBC One BBC Sessions BBC Sessions BBC Sports Personality of the Year Coach Award מאמן השנה של ה-BBC BBC Sports Personality of the Year Lifetime Achievement Award מפעל חיים לספורטאי ב-BBC BBC Sports Personality of the Year awards קטגוריה:פרסי ספורט בריטיים BBC Symphony Orchestra תזמורת רשות השידור הבריטית BBC Young Sports Personality of the Year הספורטאי הצעיר של השנה של ה-BBC BBUCommander/chemical potential פוטנציאל כימי BBYO נוער לנוער BC Bc BC Armia ארמייה טביליסי BC Avtodor Saratov אוטודור סראטוב BC Azovmash אזובמאש מאריופול BC Azovmash players קטגוריה:כדורסלני אזובמאש מאריופול BC Balkan Botevgrad בלקן בוטבגרד BC Budivelnyk בודיוולניק קייב BC Cherno More Port Varna צ'רנו מורה וארנה BC Dinamo Tbilisi דינמו טביליסי BC Dnipro בי.סי. דניפרו BC Dnipro-Azot דניפרו אזוט BC Donetsk בי.סי. דונצק BC Dynamo Moscow דינמו מוסקבה BC Dynamo Moscow players קטגוריה:כדורסלני דינמו מוסקבה BC Dynamo Saint Petersburg דינמו סנקט פטרבורג BC Khimik חימיק יוז'ני BC Khimki חימקי מוסקבה BC Khimki players קטגוריה:כדורסלני חימקי מוסקבה BC Krasnye Krylia קרסניה קריליה סמרה BC Kyiv בי.סי. קייב BC Körmend פורטרס קורמנד BC Levski Sofia לבסקי סופיה BC Lietuvos rytas ריטאס וילנה BC Lietuvos rytas players קטגוריה:כדורסלני ריטאס וילנה BC Mureș מורש באסקט BC Neptūnas נפטונאס קלייפדה BC Nizhny Novgorod ניז'ני נובגורוד BC Nizhny Novgorod players קטגוריה:כדורסלני ניז'ני נובגורוד BC Novosibirsk נובוסיבירסק BC Nový Jičín גאופין נובי ייצ'ין BC Odessa בי.סי. אודסה BC Oostende מועדון הכדורסל אוסטנדה BC Place בי סי פלייס BC Prienai פרינאו פרינאי BC Rilski Sportist רילסקי ספורטיסט BC Spartak Primorye ספרטק פרימוריה ולדיווסטוק BC Spartak Saint Petersburg ספרטק סנקט פטרבורג BC Spartak Saint Petersburg players קטגוריה:כדורסלני ספרטק סנקט פטרבורג BC Sukhumi סוחומי באסקט BC Timişoara אלבה טימישוארה BC Timișoara אלבה טימישוארה BC Triumph Lyubertsy players קטגוריה:כדורסלני טריומף ליוברצי BC UNICS אוניקס קאזאן BC UNICS players קטגוריה:כדורסלני אוניקס קאזאן BC Ural Yekaterinburg אורל BC Yambol טונדז'ה ימבול BC Yenisey Krasnoyarsk יניסיי קרסנויארסק BC Zaporizhya פארו-זנטו BC Šiauliai שאולאי BC Žalgiris ז'לגיריס קובנה BC Žalgiris players קטגוריה:כדורסלני ז'לגיריס קובנה BCG as a treatment for bladder cancer שחפת נגד סרטן שלפוחית השתן BCM Gravelines גראבלין דנקירק BCP5023/Sandbox URL BD+60 2522 BD+60 2522 BDF-3299 BDF-3299 BDSM BDSM BDSM קטגוריה:BDSM BDSM equipment קטגוריה:אביזרי BDSM BDSM in films קטגוריה:BDSM בקולנוע BDSM literature קטגוריה:BDSM בספרות BE Be BET Awards פרסי ה-BET BFI London Film Festival פסטיבל הסרטים של לונדון BFI Southbank BFI סאות'בנק BG Göttingen גטינגן BG NBL תבנית:ליגת העל הבולגרית בכדורסל BGM-71 TOW BGM-71 טאו BH Bh BHP Billiton BHP Billiton BI Bi BIF ביף BINA Center for Jewish Identity and Hebrew Culture בינה BIND BIND BIOS BIOS BIRD Foundation קרן בירד BIRDman100c4/sandbox ג'ין סימונס BJ McKie בי.ג'יי. מקי BK Barons בארונס ריגה BK JIP Pardubice מועדון הכדורסל פרדוביצה BK Prostějov מועדון הכדורסל פרוסטיוב BK VEF Rīga ואף ריגה BK Ventspils ונטספילס BK virus BK virus BKK Radnički רדניצ'קי בלגרד BL.academy/sandbox לכידות קבוצתית BLIP1 תבנית:BLIP1 BLT BLT BM Neptuno אתלטיקו מדריד BM&F Bovespa בורסת סאו פאולו BM-14 BM-14 BM-21 Grad גראד BM-24 BM-24 BM-25 BM-25 BM-27 Uragan BM-27 אוראגן BM25 Musudan BM-25 מוסודאן BMP-1 BMP-1 BMP-2 BMP-2 BMP-3 BMP-3 BMW BMW BMW קטגוריה:BMW BMW 3 Series ב.מ.וו סדרה 3 BMW 5 Series ב.מ.וו סדרה 5 BMW 7 Series ב.מ.וו סדרה 7 BMW M3 ב.מ.וו M3 BMW S1000RR ב.מ.וו S1000RR BMW X5 ב.מ.וו X5 BMW X6 ב.מ.וו X6 BMX אופני BMX BMcCJ/AIT אמת מטרידה BNP Paribas BNP פריבה BOAC Flight 781 טיסה 781 של BOAC BOAC Flight 911 טיסה 911 של תאגיד בריטיש אוברסיז איירוויס BOC BOC BOTarate משתמש:BOTarate BP BP BPM BPM BPP BPP BQP BQP BQmUB2012119/sandbox תסמונת מרטו-לאמי BR Br BRIC BRIC BS2 תבנית:BS2 BS3 תבנית:BS3 BSA BSA BSC Young Boys יאנג בויז ברן BSC Young Boys players קטגוריה:כדורגלני יאנג בויז ברן BSD licenses רישיון BSD BT Group בריטיש טלקום BT Tower מגדל בריטיש טלקום BT tank BT BTR-152 BTR-152 BTR-40 BTR-40 BTR-50 BTR-50 BTR-60 BTR-60 BTR-70 BTR-70 BTR-80 BTR-80 BTS Bangtan Boys BTS Skytrain סקייטריין BTS discography דיסקוגרפיה של Bangtan Boys BWV 1 Wie schön leuchtet der Morgenstern Wie schön leuchtet der Morgenstern BWV 105 gehe nicht ins Gericht mit deinem Knecht Herr רי"ב 105 gehe nicht ins Gericht mit deinem Knecht Herr BWV 106 Gottes Zeit ist die allerbeste Zeit אקטוס טרגיקוס BWV 109 hilf meinem Unglauben lieber Herr Ich glaube רי"ב 109 hilf meinem Unglauben lieber Herr Ich glaube BWV 1127 Alles mit Gott und nichts ohn' ihn רי"ב 1127 Alles mit Gott und nichts ohn' ihn BWV 119 den Herrn Jerusalem Preise רי"ב 119 den Herrn Jerusalem Preise BWV 12 Zagen Sorgen Klagen Weinen רי"ב 12 Zagen Sorgen Klagen Weinen BWV 131 zu dir Herr Aus der Tiefen rufe ich רי"ב 131 zu dir Herr Aus der Tiefen rufe ich BWV 132 bereitet die Bahn Bereitet die Wege רי"ב 132 bereitet die Bahn Bereitet die Wege BWV 134a die Tag und Jahre macht Die Zeit רי"ב 134א die Tag und Jahre macht Die Zeit BWV 136 und erfahre mein Herz Gott Erforsche mich רי"ב 136 und erfahre mein Herz Gott Erforsche mich BWV 138 mein Herz Warum betrübst du dich רי"ב 138 mein Herz Warum betrübst du dich BWV 143 meine Seele Lobe den Herrn רי"ב 143 meine Seele Lobe den Herrn BWV 147 Herz und Mund und Tat und Leben רי"ב 147 Herz und Mund und Tat und Leben BWV 148 Bringet dem Herrn Ehre seines Namens רי"ב 148 Bringet dem Herrn Ehre seines Namens BWV 150 verlanget mich Herr Nach dir רי"ב 150 verlanget mich Herr Nach dir BWV 152 Tritt auf die Glaubensbahn רי"ב 152 Tritt auf die Glaubensbahn BWV 161 du süße Todesstunde Komm רי"ב 161 du süße Todesstunde Komm BWV 162 da ich zur Hochzeit gehe itzt Ach! ich sehe רי"ב 162 da ich zur Hochzeit gehe itzt Ach! ich sehe BWV 163 Nur jedem das Seine רי"ב 163 Nur jedem das Seine BWV 165 O heilges Geist- und Wasserbad רי"ב 165 O heilges Geist- und Wasserbad BWV 167 rühmet Gottes Liebe Ihr Menschen רי"ב 167 rühmet Gottes Liebe Ihr Menschen BWV 173a Durchlauchtster Leopold רי"ב 173א Durchlauchtster Leopold BWV 179 daß deine Gottesfurcht nicht Heuchelei sei Siehe zu רי"ב 179 daß deine Gottesfurcht nicht Heuchelei sei Siehe zu BWV 18 Gleichwie der Regen und Schnee vom Himmel fällt רי"ב 18 Gleichwie der Regen und Schnee vom Himmel fällt BWV 182 sei willkommen Himmelskönig רי"ב 182 sei willkommen Himmelskönig BWV 185 Barmherziges Herze der ewigen Liebe רי"ב 185 Barmherziges Herze der ewigen Liebe BWV 186 nicht o Seele Ärgre dich רי"ב 186 nicht o Seele Ärgre dich BWV 196 Der Herr denket an uns רי"ב 196 Der Herr denket an uns BWV 199 Mein Herze schwimmt im Blut רי"ב 199 Mein Herze schwimmt im Blut BWV 2 vom Himmel sieh darein Ach Gott vom Himmel sieh darein Ach Gott BWV 202 betrübte Schatten Weichet nur רי"ב 202 betrübte Schatten Weichet nur BWV 205 zertrümmert die Gruft zersprenget Zerreißet zertrümmert die Gruft zersprenget Zerreißet BWV 208 ist nur die muntre Jagd Was mir behagt רי"ב 208 ist nur die muntre Jagd Was mir behagt BWV 21 Ich hatte viel Bekümmernis רי"ב 21 Ich hatte viel Bekümmernis BWV 211 plaudert nicht Schweigt stille קנטטת הקפה BWV 212 Mer hahn en neue Oberkeet קנטטת האיכרים BWV 22 Jesus nahm zu sich die Zwölfe רי"ב 22 Jesus nahm zu sich die Zwölfe BWV 23 Du wahrer Gott und Davids Sohn רי"ב 23 Du wahrer Gott und Davids Sohn BWV 24 Ein ungefärbt Gemüte רי"ב 24 Ein ungefärbt Gemüte BWV 25 Es ist nichts Gesundes an meinem Leibe רי"ב 25 Es ist nichts Gesundes an meinem Leibe BWV 3 wie manches Herzeleid Ach Gott wie manches Herzeleid Ach Gott BWV 31 Der Himmel lacht! Die Erde jubilieret רי"ב 31 Der Himmel lacht! Die Erde jubilieret BWV 4 Christ lag in Todes Banden רי"ב 4 Christ lag in Todes Banden BWV 46 ob irgend ein Schmerz sei Schauet doch und sehet רי"ב 46 ob irgend ein Schmerz sei Schauet doch und sehet BWV 48 wer wird mich erlösen Ich elender Mensch רי"ב 48 wer wird mich erlösen Ich elender Mensch BWV 54 Widerstehe doch der Sünde רי"ב 54 Widerstehe doch der Sünde BWV 565 Toccata and Fugue in D minor טוקטה ופוגה ברה מינור BWV 60 du Donnerwort O Ewigkeit רי"ב 60 du Donnerwort O Ewigkeit BWV 61 der Heiden Heiland Nun komm רי"ב 61 der Heiden Heiland Nun komm BWV 63 ätzet diesen Tag Christen רי"ב 63 ätzet diesen Tag Christen BWV 69a meine Seele Lobe den Herrn רי"ב 69א meine Seele Lobe den Herrn BWV 7 Christ unser Herr zum Jordan kam Christ unser Herr zum Jordan kam BWV 71 Gott ist mein König רי"ב 71 Gott ist mein König BWV 75 Die Elenden sollen essen רי"ב 75 Die Elenden sollen essen BWV 76 Die Himmel erzählen die Ehre Gottes רי"ב 76 Die Himmel erzählen die Ehre Gottes BWV 77 lieben deinen Herren Du sollt Gott רי"ב 77 lieben deinen Herren Du sollt Gott BWV 80 Ein feste Burg ist unser Gott Ein feste Burg ist unser Gott BWV 82 Ich habe genug רי"ב 82 Ich habe genug BWV 89 Ephraim Was soll ich aus dir machen רי"ב 89 Ephraim Was soll ich aus dir machen BWV 90 Es reißet euch ein schrecklich Ende רי"ב 90 Es reißet euch ein schrecklich Ende BWV 95 der ist mein Leben Christus רי"ב 95 der ist mein Leben Christus BYD Auto BYD Auto Ba'ath Party בעת' Ba'er Hetev באר היטב Ba`al Hammon בעל האמון Baa Atoll אטול באה Baabda בעבדא Baadur Jobava באדור ג'ובאווה Baal בעל Baal Cycle עלילות בעל וענת Baal Hammon בעל האמון Baal Shem בעל שם Baal Shem קטגוריה:בעל שם Baal Shem Tov הבעל שם טוב Baal Shem Tov קטגוריה:הבעל שם טוב Baal Shem of London חיים שמואל יעקב פאלק Baal teshuva חזרה בתשובה Baalbek בעלבכ Baalei teshuva קטגוריה:חוזרים בתשובה Baasha of Israel בעשא Baauer באואר Baazov באזוב Bab Al-Hara באב אל-חארה Bab Al-Sharqi באב א-שרקי Bab Huta באב אל חוטה Bab a-Zahara באב א-זהרה Bab al-Azizia באב אל-עזיזיה Bab al-Yaman שער תימן Bab-el-Mandeb באב אל-מנדב Baba Joon באבא ג'ון Baba Mountain הר באבה Baba Rabba בבא רבה Baba Rahman באבא רחמן Baba Sali באבא סאלי Baba Shah Jamal קאדריה Baba Vanga באבה ונגה Baba Yaga באבה יאגה Baba Yetu Baba Yetu Baba ben Buta בבא בן בוטא Baba ghanoush באבא גנוש Babanin משפחת בבנין Babar מסיפורי המלך בבר Babatha בבתא Babati בבטי Babbage משתמש:Babbage Babbitt באביט Babe בייב Babe Didrikson Zaharias בייב דידריקסון Babe Ruth בייב רות' Babe ver1.jpg תמונה:Babe.jpg Babel באבל Babel בבל Babel ויקיפדיה:כישורי שפה Babel תבנית:Babel Babelsberg Palace ארמון בבלסברג Babes in Toyland בייבס אין טוילנד Babette's Feast החגיגה של באבט Babi Yar באבי יאר Babil Governorate באבל Babinavichy בבינוביצ'י Babington's tea room בית התה של בבינגטון Babingtonite בבינגטוניט Babirusa בבירוסה Babka באבקה Babolat בבולט Baboon בבון Babruysk בוברויסק Babsk באבסק Babu Chiri Sherpa באבו צ'ירי שרפה Babur באבור Babur חאטף-7 Baby Baby Baby בייבי Baby Bash בייבי באש Baby Boom בייבי בום Baby Boy Baby Boy Baby Doll בייבי דול Baby Don't Cry Baby Don't Cry Baby Einstein בייבי איינשטיין Baby Face Nelson בייבי פייס נלסון Baby I Baby I Baby I Love U! Baby I Love U! Baby K התינוקת ק. Baby boom בייבי בום Baby boomers דור הבייבי בום Baby bottle בקבוק לתינוקות Baby colic קוליק Baby food מזון לתינוקות Baby sign language שפת סימנים לתינוקות Baby transport עגלת תינוק Babydoll בייבידול Babylon בבילון Babylon בבל Babylon 5 בבילון 5 Babylon 5 קטגוריה:בבילון 5 Babylon 5 תבנית:בבילון 5 Babylon 5 influences ההשראות לסדרת בבילון 5 Babylon 5 media franchise בבילון 5 - ספרים ונובלות Babylon 5 wars בבילון 5 - מלחמות Babylonia קטגוריה:בבל Babylonian astronomical diaries היומנים האסטרונומיים הבבליים Babylonian calendar הלוח הבבלי Babylonian captivity גלות בבל Babylonian kings קטגוריה:מלכי בבל Babylonian mythology מיתולוגיה בבלית Babylonian numerals ספרות בבליות Babylonian vocalization ניקוד בבלי Babyrousa bolabatuensis בבירוסת בולה בטו Babysitting שמרטף Bacalhau בקליאו Bacan islands באקאן Bacardi Breezer בקארדי בריזר Bacardi Superior בקארדי סופריור Bacary Sagna בקארי סאניה Bacchanalia בכחנליה Bacchides בקכידס Bacchus בכחוס Bacchus בקכוס Bacchus and Ariadne בכחוס ואריאדנה Bacchylides באקכילידס Bach באך Bach Escher Gödel באך אשר גדל Bach Gesellschaft חברת באך Bach family משפחת באך Bach family קטגוריה:משפחת באך Bach flower remedies פרחי באך Bacha Khan University attack הפיגוע באוניברסיטת באצ'ה חאן Bacharach בכרך Bachelor רווק Bachelor Party מסיבת רווקים Bachelor party מסיבת רווקים Bachelor's degree בוגר אוניברסיטה Bachelorette party מסיבת רווקות Bachir Gemayel בשיר ג'ומאייל Bacillus Bacillus Bacillus בצילוס Bacillus anthracis Bacillus anthracis Bacillus subtilis Bacillus subtilis Back גב Back at the Barnyard חברים בחווה Back for the First Time Back for the First Time Back in Black Back in Black Back in the U.S.S.R. Back in the U.S.S.R Back office בק אופיס Back pain כאב גב Back to Basics Back to Basics Back to Black Back to Black Back to the Future בחזרה לעתיד Back to the Future קטגוריה:בחזרה לעתיד Back to the Future Part II בחזרה לעתיד 2 Back to the Future Part III בחזרה לעתיד 3 Back to the Future.jpg קובץ:Back to the future.jpg Back to the Future: The Game בחזרה לעתיד: המשחק Back vowel תנועות אחוריות Back-formation גזירה לאחור Back-of-the-envelope calculation חישוב על גב מעטפה Back-striped weasel סמור מפוספס-גב BackTrack BackTrack Backbeat Backbeat Backchannel Backchannel Backdoor דלת אחורית Backgammon שש בש Background color תבנית:צבע רקע Background noise רעש Backhand חבטת גב יד Backhoe loader מחפרון Backmasking מסרים סודיים בשירים Backpack תיק גב Backpacking טרק Backpacking תרמילאות Backronym ראשי תיבות בדיעבד Backscratcher מגרד גב Backslash לוכסן שמאלי Backstage בקסטייג' Backstreet Boys בקסטריט בויז Backstroke שחייה תחרותית#גב Backstroke swimmers קטגוריה:שחייני גב Backtracking גישוש נסוג Backup גיבוי Backward compatibility תאימות לאחור Backward induction אינדוקציה לאחור Bacon בייקון Bacon קותל חזיר Bacopa monnieri פשטה שרועה Bacteria חיידקים Bacteria קטגוריה:חיידקים אמיתיים Bacteria תבנית:בקטריולוגיה Bacterial capsule קפסולה Bacterial conjugation קוניוגציה Bacterial diseases קטגוריה:מחלות חיידקיות Bacterial outer membrane קרום חיצוני Bacterial vaginosis וגינוזיס חיידקי Bacteriologists קטגוריה:בקטריולוגים Bacteriology בקטריולוגיה Bacteriophage בקטריופאג' Bactria באקטריה Bactris gasipaes פופוניה Bacurius III of Iberia מלך איבריה באקור השלישי Bacău בקאו Bad Bad Bad Aibling rail accident תאונת הרכבת בבאד אייבלינג Bad Azz באד אזז Bad Blood Bad Blood Bad Boll באד בול Bad Boy Records באד בוי רקורדס Bad Boys בחורים רעים Bad Boys II בחורים רעים 2 Bad Brückenau באד בריקנאו Bad Cop Bon Cop שוטר רע שוטר טוב Bad Education חינוך רע Bad Ems בד אמס Bad Gastein באד גאסטיין Bad Hair Day שיער ביום רע Bad Hofgastein באד הופגאסטיין Bad Homburg vor der Höhe באד הומבורג Bad Ischl באד אישל Bad Oldesloe באד אולדסלו Bad Religion בד רליג'ן Bad Robot Productions Bad Robot Productions Bad Romance Bad Romance Bad Street Brawler Bad Street Brawler Bad Teacher מורה רעה Bad Tölz באד טלץ Bad debt חוב אבוד Bad quarto מהדורת קוורטו Bad trip התקף פסיכדלי Bad-tibira באד-טיבירה Bada Bada Bada בדה Badain Jaran Desert בדאין חרן Badajoz בדחוס Badari culture התרבות הבדרית Badatz בד"ץ Badchen בדחן Baden באדן Baden קטגוריה:באדן Baden Powell de Aquino באדן פאוול Baden bei Wien באדן Baden-Baden באדן-באדן Baden-Württemberg באדן-וירטמברג Baden-Württemberg קטגוריה:באדן-וירטמברג Bader ביידר Badge תעודה Badge of shame אות קלון Badger גיריות Badi' al-Zaman al-Hamadani בדיע א-זמאן אל-המד'אני Badlands בתרונות Badlands שבילי הזעם Badminton בדמינטון Badminton קטגוריה:בדמינטון Badminton World Federation הפדרציה העולמית לבדמינטון Badminton at the Summer Olympics בדמינטון במשחקים האולימפיים Badminton in Israel קטגוריה:ישראל: בדמינטון Badmotorfinger Badmotorfinger Badr בדר Badr El Kaddouri באדר אל-קאדורי Badr Shakir al-Sayyab בדר שאכר א-סיאב Badran בדראן Badri Maisuradze בדרי מאיסורדזה Badri Patarkatsishvili בדרי פטרקצישווילי Badung Strait מצר באדונג Baeckeoffe בקאוף Baeda Maryam I קיסר אתיופיה באדה מריאם הראשון Baeda Maryam III קיסר אתיופיה באדה מריאם השלישי Baedeker מדריך בדקר Baedeker Blitz בליץ בדקר Baetica היספניה בייטיקה Bafatá באפאטה Baffin באפין Baffin Bay מפרץ באפין Baffin Bay קטגוריה:מפרץ באפין Baffin Island באפין Bafétimbi Gomis בפטימבי גומיס Bag שקית Bag תיק Bag of Bones שק של עצמות Bag-of-words model in computer vision מודל bag of words בראייה ממוחשבת Bagan באגאן Bagatelle sans tonalité בגטלה ללא טונליות Bagaudae בגאודים Bagdad Café קפה בגדד Bagel כעך Bagel toast בייגל טוסט Baggara בגארה Bagger 288 באגר 288 Baggio באג'ו Bagh-Chal בג-צ'ל Baghban מישהו שומר עלי Baghdad בגדאד Baghdad קטגוריה:בגדאד Baghdad Battery סוללת בגדד Baghdad Governorate בגדאד Baghdad Pact ברית בגדאד Baghdad Railway מסילת הברזל ברלין-בגדאד Baghdad Tower מגדל בגדאד Baghdad Wall חומת בגדאד Baghdadi בגדאדי Baghdadi Jews יהדות בגדאד Baghdati בר'דתי Baghdati Municipality נפת בר'דתי Bagheera בגירה Bagheera kiplingi בגירה קיפלינגי Baglamas בגלמה Bagnolo Villa Pisani וילה פיזאני Bagpipes חמת חלילים Bagramyan Battalion גדוד בגרמיאן Bagrat בגרט Bagrat I of Imereti בגרט הראשון הקטן Bagrat III בגרט השלישי Bagrat III of Georgia מלך גאורגיה בגרט השלישי Bagrat IV בגרט הרביעי Bagrat IV of Georgia מלך גאורגיה בגרט הרביעי Bagrati Cathedral קתדרלת בגרטי Bagration בגרטיון Bagrationi dynasty קטגוריה:שושלת בגרטיוני Bagrationi dynasty שושלת בגרטיוני Bagrut תעודת בגרות Bags קטגוריה:שקיות Bagshot Park פארק באגשוט Baguazhang בה גואה ג'אנג Baguette בגט Bagworm moth ססתיקיים Bahad בסיס הדרכה Bahad 16 בה"ד 16 Bahad 4 בה"ד 4 Bahadur Shah II בהאדור שאה השני Bahamaland March On המנון איי בהאמה Bahamas Freeport פריפורט Bahamas Nassau נסאו Bahamas at the Olympics בהאמה במשחקים האולימפיים Bahamas at the Paralympics איי בהאמה במשחקים הפאראלימפיים Bahamas national basketball team נבחרת איי בהאמה בכדורסל Bahamas national football team נבחרת בהאמה בכדורגל Bahamian athletes קטגוריה:אתלטים בהאמים Bahamian people קטגוריה:בהאמים Bahamian politicians קטגוריה:פוליטיקאים בהאמים Bahamian sportspeople קטגוריה:ספורטאים בהאמים Bahar Soomekh בהאר סומך Baharat בהרט Bahia באהיה Bahia קטגוריה:באהיה Bahia Emerald ברקת באהיה Bahia Honda Key ביאה הונדה קי Bahia Salvador סלבדור Bahia Salvador קטגוריה:סלבדור Bahia Trancoso טרנקוסו Bahir ספר הבהיר Bahir Dar בהר דר Bahjat Talhouni בהג'ת א-תלהוני Bahla Fort מצודת בהלה Bahlul בהלול Bahr el Ghazal בחר אל-ע'זאל Bahr negus Yeshaq בהר נגוס יסחק Bahrain בחריין Bahrain קטגוריה:בחריין Bahrain International Airport נמל התעופה הבינלאומי בחריין Bahrain Malkiya אל-מאלכיה Bahrain National Museum המוזיאון הלאומי של בחריין Bahrain Pearling Trail תרבות הפנינים בבחריין Bahrain at the Olympics בחריין במשחקים האולימפיים Bahrain at the Paralympics בחריין במשחקים הפאראלימפיים Bahrain location map templates קטגוריה:תבניות מיפוי לפי מדינות: בחריין Bahrain national basketball team נבחרת בחריין בכדורסל Bahrain national football team נבחרת בחריין בכדורגל Bahrain templates קטגוריה:תבניות ניווט - בחריין Bahraini athletes קטגוריה:אתלטים בחריינים Bahraini dinar דינר בחרייני Bahraini monarchs קטגוריה:מלכי בחריין Bahraini people קטגוריה:בחריינים Bahraini politicians קטגוריה:פוליטיקאים בחריינים Bahraini protests of 2011 ההפגנות בבחריין Bahraini sportspeople קטגוריה:ספורטאים בחריינים Bahrainona המנון בחריין Bahrain–Israel relations יחסי בחריין-ישראל Bahri Mamluks השושלת הבחרית Bahurim בחורים Bahya ben Asher בחיי בן אשר Bahya ibn Paquda בחיי אבן פקודה Bahá'u'lláh בהאא אוללה Bahá'í Faith הדת הבהאית Bahá'í Faith ספר:הדת הבהאית Bahá'í Faith קטגוריה:הדת הבהאית Bahá'í House of Worship בית התפילה הבהאי Bahá'í House of Worship בית התפילה הבהאי בשיקגו Bahá'í House of Worship קטגוריה:בתי תפילה בהאים Bahá'í Naw-Rúz נורוז Bahá'í World Centre המרכז הבהאי העולמי Bahá'í calendar לוח השנה הבהאי Bahá'í holy events קטגוריה:חגים בהאיים Bahá'í institutions קטגוריה:אתרי עלייה לרגל Bahá'í literature ספרות בהאית Bahá'í pilgrimage עלייה לרגל Bahá'í sidebar תבנית:הדת הבהאית Bahá'í symbols סמלים בהאיים Bahá'í teachings הדת הבהאית#עקרונות הדת Bahá'í texts קטגוריה:כתבי קודש בהאיים Bahá'ís קטגוריה:בהאים Bahía Blanca באיה בלנקה Bai Hu Tong מכלול דברי הטעם מן הנמר הלבן Baia Mare באיה מארה Baibars ביברס Baibars II ביברס אל-ג'אשנכיר Baidu Baidu Baiji באיג'י Baiji דולפין נהרות סיני Baijiu באיג'יו Baiju ביג'ו Baikal seal פוסה בייקלית Baikal–Amur Mainline מסילת הרכבת בייקל-אמור Baikonur בייקונור Baikonur Cosmodrome קוסמודרום בייקונור Bailey ביילי Bailey Howell ביילי האוול Bailey bridge גשר ביילי Baileys Irish Cream בייליס אייריש קרים Baileys Women's Prize for Fiction פרס בייליז לסיפורת מאת נשים Bain ביין Bain-marie אמבט מרים Bainbridge Colby ביינברידג' קולבי Baird's tapir טפיר בירדי Baire category theorem משפט הקטגוריה של בייר Bais Hatalmud ישיבת בית התלמוד Bais Yaakov בית יעקב Baitullah Mehsud בייטוללה מחסוד Baiyoke Tower II מגדל באייוק II Baja California באחה קליפורניה Baja California Ensenada אנסנדה Baja California Peninsula חצי האי באחה קליפורניה Baja California Sur באחה קליפורניה הדרומית Baja California Sur La Paz לה פאס Bajaj Auto בג'אג' אוטו BajanZindy משתמש:BajanZindy Bajiquan בה ג'י צ'ואן Bajirao I באג'י ראו הראשון Bajmok באימוק Bajoran באג'ורנים Bajorans קטגוריה:מסע בין כוכבים - באג'ורנים Bakaffa קיסר אתיופיה בקפה Bakar באקאר Bakari Koné בקארי קונה Bakary Koné בקארי קונה Bakałarzewo בקלז'בו Bakdash בקדש Baked Alaska אלסקה אפויה Bakelite בקליט Baker אופה Baker בייקר Baker Island בייקר Baker Street Baker Street Bakeries קטגוריה:מאפיות Bakeries of Israel קטגוריה:מאפיות בישראל Bakerite בייקריט Bakers קטגוריה:מגדנאים Bakery מאפייה Bakhar בכר Bakhmach בכמץ' Baking אפייה Baking קטגוריה:אפייה Baking powder אבקת אפייה Bakio באקיו Bakir Izetbegović בקיר איזטבגוביץ' Bakker באקר Baklava בקלווה Bakr Sidqi בכר סדקי Bakri בכרי Bakshi בקשי Baku באקו Baku קטגוריה:באקו Baku Crystal Hall אולם הקריסטל של באקו Bakugan Battle Brawlers בקוגאן Bakuriani בקוריאני Baku–Batumi pipeline צינור הנפט באקו-בתומי Baku–Tbilisi–Ceyhan pipeline צינור הנפט באקו-טביליסי-ג'ייהאן Bal du moulin de la Galette הנשף במולן דה לה גאלט Bal tashchit בל תשחית Bal-Sagoth באל-סאגות' Bala Lake אגם באלה Balaam בלעם בן בעור Balaban בלבן Balaclava בלקלאווה Balad ברית לאומית דמוקרטית Balad קטגוריה:חברי כנסת מטעם בל"ד Balad al-Sheikh בלד א-שייח' Baladi-rite Prayer תכלאל Balaenidae בלניים Balaenidae קטגוריה:בלניים Balaenoptera לווייתן Balak בלק Balak פרשת בלק Balakovo Nuclear Power Plant תחנת הכוח הגרעינית בלקובו Balalaika בללייקה Balance beam קורה Balance of nature מאזן אקולוגי Balance of payments מאזן תשלומים Balance of power מאזן כוחות Balance of terror מאזן אימה Balance sheet מאזן Balanced scorecard סרגל הישגים מאוזן Balanchivadze בלנצ'יוודזה Balancing Balancing Balanites aegyptiaca זקום מצרי Balantidium coli Balantidium coli Balassagyarmat בלשג'רמט Balat בלט Balata בלאטה Balaur באלאור Balawat בלאוואת Balaídos אצטדיון באלאידוס Balboa בלבואה Balboa Park פארק בלבואה Balc of Moldavia באלק Balcha Safo באלצ'ה סאפו Balchik בלצ'יק Balcombe Street siege מצור רחוב בלקום Balcony מרפסת Bald eagle עיטם לבן ראש Bald uakari אואקרי קירח Baldassare Donato בלדאסארה דונאטו Baldassare Galuppi בלדאסארה גאלופי Baldassare Peruzzi בלדסרה פרוצי Balder בלדר Baldi Olier באלדי אולייר Baldr בלדר Baldric of Dol בודרי מדול Balduin Hoyoul בלדווין הויול Baldur von Schirach באלדור פון שיראך Baldur's Gate Baldur's gate Baldur's Gate באלדורז גייט Baldur's Gate II: Shadows of Amn באלדורז גייט 2 Baldwin בלדווין Baldwin I בלדווין הראשון Baldwin I of Jerusalem מלך ירושלים בלדווין הראשון Baldwin II בלדווין השני Baldwin II of Jerusalem מלך ירושלים בלדווין השני Baldwin III בלדווין השלישי Baldwin III of Jerusalem מלך ירושלים בלדווין השלישי Baldwin IV of Jerusalem מלך ירושלים בלדווין הרביעי Baldwin Street רחוב בולדווין Baldwin V of Jerusalem מלך ירושלים בלדווין החמישי Bale בייל Bale as Batman.jpg קובץ:Batman bale small.jpg Balearic Islands האיים הבלאריים Balearic Islands קטגוריה:האיים הבלאריים Balearica עגור כתר Baleen whale לווייתני מזיפות Baleen whales קטגוריה:לווייתני מזיפות Baleysky District בלייסקי Balfour בלפור Balfour Declaration הצהרת בלפור Balfour Declaration of 1926 הצהרת בלפור Balfouria בלפוריה Balfron Tower מגדל בלפרון Bali באלי Bali Strait מצר באלי Bali tiger טיגריס באלינזי Balian of Ibelin באליאן מאיבלין Baligród בליגרוד Balih בליך Balikh River בליח Balin באלין Balinese cat בלינזי Balinese language באלינזית Balint באלינט Balint Society קבוצת באלינט Balistes נצרן Balistidae קטגוריה:נצרניים Balk באלק Balkan Beat Box בלקן ביט בוקס Balkan Campaign המערכה בבלקן במלחמת העולם השנייה Balkan International Basketball League יורוהולד Balkan International Basketball League תבנית:יורוהולד Balkan League הליגה הבלקנית Balkan Mountains הרי הבלקן Balkan Pact ההסכמה הבלקנית Balkan Wars מלחמות הבלקן Balkan cuisine קטגוריה:המטבח הבלקני Balkan sworn virgins בתולה מושבעת Balkanization בלקניזציה Balkans חבל הבלקן Balkans קטגוריה:בלקן Balkans Campaign המערכה בבלקן Balkans Campaign המערכה בבלקן במלחמת העולם הראשונה Balkans Campaign German order of battle סדר הכוחות הגרמניים במערכה בבלקן Balkh בלך Ball כדור Ball כדור כדורגל Ball כדור משחק Ball נשף Ball Chair כיסא כדור Ball bearing מסב כדורי Ball game משחקי כדור Ball games קטגוריה:משחקי כדור Ball lightning כדור ברק Ball pit בריכת כדורים Ball python פיתון מלכותי Ball's Pyramid פירמידת בול Ball-and-disk integrator אינטגרטור כדור ודיסקה Ball-and-stick model דגם כדור-מקל Ball-in-a-maze puzzle חידת כדור במבוך Ball-jointed doll BJD BallStateChem450S13/sandbox חוק 18 האלקטרונים Ballad בלדה Ballad of the Green Berets הבלדה על הכומתות הירוקות Ballad opera אופרת בלדה Ballads קטגוריה:בלדות Ballads by genre קטגוריה:בלדות לפי סוגה Ballance Ballance Ballantine Books ספרי בלנטיין Ballantine Books books קטגוריה:ספרי ספרי בלנטיין Ballarat בלאראט Ballard MacDonald בלארד מקדונלד Ballast Key באלאסט קי Ballast regulator מווסת רבד Ballet בלט Ballet קטגוריה:בלט Ballet dancers קטגוריה:רקדני בלט Ballet dancers from Georgia קטגוריה:רקדני בלט גאורגים Ballet in Georgia קטגוריה:בלט גאורגי Ballet teachers קטגוריה:מורים לבלט Ballets Russes בלט רוס Ballista בליסטרה Ballistic missile טיל בליסטי Ballistic missile submarine צוללת טילים בליסטיים Ballistic missile submarines קטגוריה:צוללות טילים בליסטיים Ballistic missiles קטגוריה:טילים בליסטיים Ballistic missiles of Iran קטגוריה:טילים בליסטיים איראניים Ballistic missiles of Russia קטגוריה:טילים בליסטיים רוסיים Ballistic missiles of the Soviet Union קטגוריה:טילים בליסטיים סובייטיים Ballistic missiles of the United States קטגוריה:טילים בליסטיים אמריקאיים Ballistics בליסטיקה Ballon d'Or כדורגלן השנה באירופה Ballon d'Or recipients תבנית:כדורגלן השנה באירופה Balloon בלון Balloon כדור פורח Balloon buster מכסח בלונים Balloon mail דואר בלונים Balloon modelling אמנות בלונים Balloon weaponry קטגוריה:כדורים פורחים: שימושים צבאיים Balloons קטגוריה:כדורים פורחים Ballot פתק הצבעה Ballot box קלפי Ballota גלונית Ballota nigra גלונית מבאישה Ballpoint pen עט כדורי Ballroom חדר נשפים Ballroom dance קטגוריה:ריקודים סלוניים Ballroom dance ריקודים סלוניים Ballroom dancers קטגוריה:רקדנים סלוניים Balls קטגוריה:כדורים Ballymena באלמינה Balmaseda בלמאסדה Balmazújváros בלמזויוורוש Balmhorn באלמהורן Balmoral Castle טירת בלמורל Balneário Camboriú בלנאריו קמבוריו Baloncesto Fuenlabrada פואנלברדה Baloncesto Fuenlabrada players קטגוריה:כדורסלני פואנלברדה Baloncesto Málaga אוניקאחה מאלגה Baloo באלו Balqa Governorate בלקא Balrog מיאר#בלרוגים Balsamiq בלסמיק Balta Ialomiței ביצת יאלומיצה Baltasar Garzón בלתאסאר גארסון Baltasar Gracián בלטסר גרסיאן Balthazar User:Balthazar Balthazar Getty בלת'זר גטי Balthild בלדכילדיס Balti dynasty שושלת בלתה Baltic Basketball League הליגה הבלטית Baltic Defense הגנה בלטית Baltic Exchange הבורסה הבלטית Baltic Fleet הצי הבלטי Baltic Germans גרמנים-בלטים Baltic Sea הים הבלטי Baltic Sea קטגוריה:הים הבלטי Baltic islands קטגוריה:איים בים הבלטי Baltic languages קטגוריה:שפות בלטיות Baltic languages שפות בלטיות Baltic states המדינות הבלטיות Baltic-German people קטגוריה:גרמנים-בלטים Baltimore בולטימור Baltimore Bullets בולטימור בולטס Baltimore Bullets קטגוריה:כדורסלני בולטימור בולטס Baltimore Orioles בולטימור אוריולס Baltimore Ravens בולטימור רייבנס Baltimore Symphony Orchestra תזמורת בולטימור Baltiysk בלטייסק Balto בלטו Balto-Slavic languages שפות בלטו-סלאביות Balvi בלבי Balzan Prize פרס בלצן Balzers בלצרס Balzhinima Tsyrempilov בלז'ינימה צירמפילוב Balázs Dzsudzsák באלאז' ג'וג'אק Balázs Lengyel בלז' לנדייל Bam Margera באם מרג'רה Bamahane במחנה Bamako במקו Bamba במבה Bamberg במברג Bamberg Apocalypse אפוקליפסת במברג Bamberg Cathedral קתדרלת במברג Bamberger במברגר Bambi במבי Bambi קטגוריה:במבי Bambi תבנית:במבי Bambi II במבי 2 Bambi Sheleg במבי שלג Bambi effect אפקט במבי Bamboo Annals רשומות הבמבוק Bamboo lemur למור עדין Bambuseae חזרן Bamir Topi באמיר תופי Ban באן Ban Chiang באן צ'יאנג Ban Ki-moon באן קי-מון BanBao בנבאו Banaba Island בנבה Banach algebra אלגברת בנך Banach fixed-point theorem משפט נקודת השבת של בנך Banach space מרחב בנך Banach–Alaoglu theorem משפט בנך-אלאוגלו Banach–Tarski paradox הפרדוקס של בנך-טרסקי Banai בנאי Banai family קטגוריה:משפחת בנאי Banana בננה Banana Wars מלחמות הבננה Banana Yoshimoto בננה יושימוטו Banana equivalent dose מנת קרינה של בננה Banana ketchup קטשופ בננה Banana massacre טבח הבננות בקולומביה Banana republic רפובליקת בננות Banana split בננה ספליט Bananal Island איליה דו בננל Bananas Bananas Bananas קטגוריה:בננה Bananas Foster בננה פוסטר Bananas in Pyjamas בננות בפיג'מות Banaroo באנרו Banat באנאט Banat קטגוריה:באנאט Banat Bela Crkva בלה צרקווה Banat Republic הרפובליקה של באנאט Banate of Severin באנות סוורין Banaue בנאווה Banausos באנאוסוי Banc d'Arguin National Park הפארק הלאומי בנק ד'ארגן Banco di Santo Spirito בנק רוח הקודש Band בנד Band הרכב מוזיקלי Band 3 משחלף אניונים 1 Band gap פער אסור Band of Brothers אחים לנשק Band on the Run Band on the Run Banda באנדה Banda Sinfónica תזמורת כלי נשיפה Bandage תחבושת Bandar Abbas בנדר עבאס Bandar Seri Begawan בנדר סרי בגוואן Banded cat-eyed snake עין-חתול אמריקאי מפוספס Banded linsang לינסנג אסייתי מפוספס Banded mongoose נמייה מפוספסת מצויה Banded newt טריטון הפסים Banded palm civet זבד דקל מפוספס Banded penguin פינגוויני החגורה Bandeirantes בנדייראנטס Bandera בנדרה Bandiagara Escarpment צוק בנדיאגרה Bandiera Rossa דגל אדום Bandingilo National Park הפארק הלאומי בנדינגילו Bandleader מוביל הרכב Bandoneon בנדונאון Bandrélé באנדרלה Bandundu Province באנדונדו Bandung באנדונג Bandung קטגוריה:באנדונג Bandung Conference ועידת באנדונג Bandura בנדורה Bandwidth רוחב סרט Bandwidth רוחב פס Bandy בנדי Bane ביין Banebdjedet בא נב דג'ד Banff National Park הפארק הלאומי באנף Banfield footballers קטגוריה:כדורגלני באנפילד Banfield managers קטגוריה:מאמני באנפילד Banfora באנפורה Bang Bang Bang Bang Bang Min-ah בנג מינה Bangalore בנגלור Bangalore קטגוריה:בנגלור Bangalore National Gallery of Modern Art הגלריה הלאומית לאמנות מודרנית Bangalore torpedo טורפדו בנגלור Bangers and mash בנגרז אנד מאש Bangerz Bangerz Bangka באנגקה Bangka Strait מצר באנגקה Bangkok בנגקוק Bangkok קטגוריה:בנגקוק Bangkok Airways בנגקוק איירווייז Bangkok Mandarin Oriental מנדרין אוריינטל Bangkok Metropolitan Region מטרופולין בנגקוק Bangkok Post בנגקוק פוסט Bangladesh בנגלדש Bangladesh קטגוריה:בנגלדש Bangladesh Football Premier League ליגת העל הבנגלדשית Bangladesh Liberation War מלחמת העצמאות של בנגלדש Bangladesh at the Olympics בנגלדש במשחקים האולימפיים Bangladesh at the Paralympics בנגלדש במשחקים הפאראלימפיים Bangladesh national basketball team נבחרת בנגלדש בכדורסל Bangladesh national football team נבחרת בנגלדש בכדורגל Bangladesh templates קטגוריה:תבניות ניווט - בנגלדש Bangladeshi Nobel laureates קטגוריה:זוכי פרס נובל בנגלדשים Bangladeshi culture קטגוריה:בנגלדש: תרבות Bangladeshi people קטגוריה:בנגלדשים Bangladesh–Israel relations יחסי בנגלדש-ישראל Bangor בנגור Bangs פוני Bangui בנגי Bani Na'im בני נעים Bani Suheila בני סוהילה Banias בניאס Baniyas בניאס Baniyas SC players קטגוריה:כדורגלני בניאס Banja Luka באניה לוקה Banjica concentration camp מחנה הריכוז באנייצה Banjo בנג'ו Banjo clock שעון בנג'ו Banjul בנג'ול Bank בנק Bank Al-Maghrib הבנק המרכזי של מרוקו Bank Discount Tower מגדל בנק דיסקונט Bank Hapoalim בנק הפועלים Bank Leumi בנק לאומי לישראל Bank Mizrahi-Tefahot בנק מזרחי טפחות Bank Otsar Ha-Hayal בנק אוצר החייל Bank account חשבון בנק Bank for International Settlements הבנק להסדרי סליקה בינלאומיים Bank of America בנק אוף אמריקה Bank of America Building בניין בנק אוף אמריקה Bank of America Stadium אצטדיון בנק אוף אמריקה Bank of America Tower מגדל בנק אוף אמריקה Bank of Cape Verde הבנק המרכזי של כף ורדה Bank of China בנק סין Bank of China Tower מגדל הבנק של סין Bank of England בנק אנגליה Bank of Georgia headquarters מבנה משרד התחבורה היבשתית של גאורגיה הסובייטית Bank of Israel בנק ישראל Bank of Japan בנק יפן Bank of Jerusalem בנק ירושלים Bank of South Sudan הבנק המרכזי של דרום סודאן Bank of Tanzania בנק טנזניה Bank of Uganda הבנק של אוגנדה Banker's algorithm אלגוריתם הבנקאי Bankers קטגוריה:בנקאים Banking קטגוריה:בנקאות Banking in Israel בנקאות בישראל Banking in Israel קטגוריה:בנקאות בישראל Banking in Switzerland בנקאות בשווייץ Banking technology קטגוריה:טכנולוגיה בנקאית Banknote שטר כסף Bankruptcy דיני חדלות פרעון Bankruptcy קטגוריה:דיני חדלות פרעון Bankruptcy problem בעיית פשיטת רגל Banks בנקס Banks קטגוריה:בנקים Banks Island בנקס Banks of Australia קטגוריה:אוסטרליה: בנקים Banks of China קטגוריה:סין: בנקים Banks of Germany קטגוריה:גרמניה: בנקים Banks of Israel קטגוריה:בנקים בישראל Banks of South Sudan קטגוריה:דרום סודאן: בנקים Banks of the United States קטגוריה:ארצות הברית: בנקים Banksmeadow בנקסמדו Banksy בנקסי Banner blindness עיוורון כרזות Banoffee pie בנופי פאי Banquet משתה Banshee Banshee Banshee באנשי Bansko בנסקו Banská Bystrica באנסקה ביסטריצה Banská Bystrica Region באנסקה ביסטריצה Banská Štiavnica באנסקה שטיאווניצה Bansuri בנסורי Bantam בנטם Banteng בנטנג Bantu בנטו Bantu languages קטגוריה:שפות בנטו Bantu languages שפות בנטו Bantu peoples בנטו Bantustan בנטוסטן Bantustans תבנית:בנטוסטנים Bantustans in South Africa קטגוריה:בנטוסטנים Banu Hashim האשמיה Banu Hilal בנו הלאל Banu Nadir שבט בני נצ'יר Banu Qurayza שבט בני קוריט'ה Banvit B.K. באנוויט Banzai charge מתקפת בנזאי Banzhaf power index ערך בנזף Banū Mūsā בנו מוסא Baoding באודינג Baphomet בפומט Baptism טבילה לנצרות Baptism of Jesus טבילת ישו Baptismal font אגן טבילה Baptistery בפטיסטריום Baptistina family משפחת בפטיסטינה Baptistry of Neon בית הטבילה הנאוני Baptists בפטיזם Baqa al-Gharbiyye באקה אל-גרבייה Baqa ash-Sharqiyya באקה א-שרקייה Baqa-Jatt באקה-ג'ת Baqashot שירת הבקשות Bar בר Bar תיבה Bar Bahlul בר בהלול Bar Giora בר גיורא Bar Hebraeus בר הבראוס Bar Ilan Responsa Project פרויקט השו"ת Bar Kappara בר קפרא Bar Kochba Revolt coinage מטבעות בר כוכבא Bar Kokhba בר כוכבא Bar Kokhba revolt מרד בר כוכבא Bar Kokhba revolt קטגוריה:בר כוכבא Bar Lev Line קו בר-לב Bar Paly בר פאלי Bar Refaeli בר רפאלי Bar Timor בר טימור Bar Yehuda Airfield מנחת בר-יהודה Bar Yohai בר יוחאי Bar and Bat Mitzvah בר מצווה Bar chart גרף עמודות Bar stool כיסא בר Bar'am ברעם Bar'am National Park גן לאומי ברעם Bar-Giora בר גיורא Bar-Ilan בר-אילן Bar-Ilan Street רחוב בר-אילן Bar-Ilan University אוניברסיטת בר-אילן Bar-Ilan University קטגוריה:אוניברסיטת בר-אילן Bar-Ilan University alumni קטגוריה:בוגרי אוניברסיטת בר-אילן Bar-Ilan University faculty קטגוריה:סגל אוניברסיטת בר-אילן Bar-Lev בר-לב Bar-Or בר אור Bar-le-Duc בר-לה-דוק Barabbas בר אבא Barachiel ברכיאל Barack Obama ברק אובמה Barack Obama קטגוריה:ברק אובמה Barack Obama "Hope" poster תקווה Baracoa ברקואה Barad ברד Barada ברדה Baraita ברייתא Baraita of Rabbi Ishmael מידות שהתורה נדרשת בהן#שלוש עשרה המידות של רבי ישמעאל Baraita on the Erection of the Tabernacle ברייתא דמלאכת המשכן Barak ברק Barak ברק בן אבינעם Barak 1 ברק Barak 8 ברק 8 Barak Badash ברק בדש Barak Bakhar ברק בכר Barak Feldman ברק פלדמן Barak Levi ברק לוי Barak Netanya B.C. אליצור עירוני נתניה Barak Sh משתמש:ברק שושני Barak Yitzhaki ברק יצחקי Baraka בארכה Barakaldo ברקלדו Baranivka ברניבקה Baranovichi ברנוביץ' Baranow ברנוב Baranya County באראניה Baranów Sandomierski ברנוב Barasch Brothers' Department Store חנות הכלבו של האחים באראש Barasingha אייל ברסינגה Baraza la Kiswahili la Taifa המועצה הלאומית לסווהילי Barbadian National Heroes הגיבורים הלאומיים של ברבדוס Barbadian people קטגוריה:ברבדוסים Barbadian politicians קטגוריה:פוליטיקאים ברבדוסים Barbados ברבדוס Barbados קטגוריה:ברבדוס Barbados Bathsheba בת שבע Barbados Saint Andrew Greenland גרינלנד Barbados Saint Andrew Hillaby הילבי Barbados Saint Lucy Crab Hill קראב היל Barbados at the Olympics ברבדוס במשחקים האולימפיים Barbados at the Paralympics ברבדוס במשחקים הפאראלימפיים Barbados national football team נבחרת ברבדוס בכדורגל Barbagia ברבג'יה Barbapapa ברבאבא Barbar ברבר Barbara ברברה Barbara Bach ברברה באך Barbara Barrie ברברה ברי Barbara Bel Geddes ברברה בל גדס Barbara Bonney ברברה בוני Barbara Boxer ברברה בוקסר Barbara Broccoli ברברה ברוקולי Barbara Brylska ברברה ברילסקה Barbara Bush ברברה בוש Barbara Carrera ברברה קאררה Barbara Dane ברברה דיין Barbara Delinsky ברברה דלינסקי Barbara Ehrenreich ברברה ארנרייך Barbara Gittings ברברה גיטינגס Barbara Harris ברברה האריס Barbara Hepworth ברברה הפוורת' Barbara Hepworth Museum מוזיאון ברברה הפוורת' Barbara Hershey ברברה הרשי Barbara Kingsolver ברברה קינגסולבר Barbara Krause ברברה קראוזה Barbara Kruger ברברה קרוגר Barbara Lee ברברה לי Barbara Leigh-Hunt ברברה לי-האנט Barbara Liskov ברברה ליסקוב Barbara Loden ברברה לודן Barbara Marx Hubbard ברברה מרקס הוברד Barbara McClintock ברברה מקלינטוק Barbara Mikulski ברברה מיקולסקי Barbara Murray ברברה מארי Barbara Pym ברברה פים Barbara Simons ברברה סימונס Barbara Stanwyck ברברה סטנוויק Barbara Steele ברברה סטיל Barbara Strozzi ברברה סטרוצי Barbara Tuchman ברברה טוכמן Barbara Walters ברברה וולטרס Barbarian ברברים Barbarossa ברברוסה Barbary Coast ברבריה Barbary falcon בז מדברי Barbary leopard נמר ברבארי Barbary lion אריה ברברי Barbary macaque מקוק ברברי Barbary macaques in Gibraltar המקוקים הברבריים של גיברלטר Barbary pirates קטגוריה:שודדי ים ברברים Barbary pirates שודדי ים ברברים Barbary sheep עבדקן הרעמה Barbary stag אייל ברבארי Barbecue מנגל Barbecue sauce רוטב ברביקיו Barbed wire גדר תיל Barbel בינית Barber ספר Barber paradox פרדוקס הספר Barber's pole עמוד ספרים Barberini family משפחת ברבריני Barbershop music ברברשופ Barbican ברביקן Barbican Centre מרכז האמנויות ברביקן Barbican Estate ברביקן Barbie ברבי Barbie קטגוריה:ברבי Barbie Girl Barbie Girl Barbie and the Three Musketeers ברבי ושלושת המוסקטרים Barbie as Rapunzel ברבי הנסיכה רפונזל Barbie in the Nutcracker ברבי במפצח האגוזים Barbie of Swan Lake ברבי באגם הברבורים Barbiturate ברביטורט Barbizon ברביזון Barbizon school אסכולת ברביזון Barbora Špotáková בארבורה שפוטאקובה Barbosa ברבוזה Barbour ברבור Barbra Live Barbra Live Barbra Streisand ברברה סטרייסנד Barbu ברבו Barbu Catargiu ברבו קטרג'יו Barbu Lăzăreanu ברבו לזריאנו Barbuda ברבודה Barbuda Codrington קודרינגטון Barbus ברבוס Barca ברקה Barcarolle ברקרולה Barcelona ברצלונה Barcelona קטגוריה:ברצלונה Barcelona Cathedral קתדרלת אולליה הקדושה Barcelona Convention אמנת ברצלונה Barcelona Gothic Quarter הרובע הגותי Barcelona La Rambla לה רמבלה Barcelona Passeig de Gràcia פסץ' דה גראסיה Barcelona Pavilion ביתן ברצלונה Barcelona Plaça d'Espanya פלאסה ד'אספניה Barcelona Plaça de Catalunya כיכר קטלוניה Barcelona Santa Maria del Mar כנסיית סנטה מריה דל מאר Barcelona Sporting Club ברצלונה ספורטינג קלוב Barcelona chair כיסא ברצלונה Barcelona–El Prat Airport נמל התעופה של ברצלונה Barcex משתמש:Barcex Barcids משפחת ברקה Barclays ברקליס Barclays Center ברקליס סנטר Barcode ברקוד Barcs בארץ' Bard משורר נודד Bard College faculty קטגוריה:סגל קולג' בארד Bard the Bowman ברד הקשת Barda ברדה Bardak Siah Palace ארמון ברדק-אה סיאה Bardala ברדלה Bardejov ברדיוב Bardia ברדיה Bardiya ברדיה Bardo National Museum attack הפיגוע במוזיאון הלאומי בארדו Bare-faced ibis מגלן לוחש Bare-legged owl ינשוף חשוף-רגל Bareback ברבק Barechu ברכו Bareket ברקת Barents Sea ים ברנץ Barentsburg בארנצבורג Barfiliya ברפיליה Barga ברגה Bargaining problem משחק מיקוח Barge ארבה Bargello קטגוריה:המוזיאון הלאומי ברג'לו Bargh Shiraz F.C. ברק שיראז Barghouti clan חמולת ברגותי Bari בארי Bariatric surgery ניתוח בריאטרי Bariatrics ניתוח בריאטרי Barilla Group ברילה Bariloche בארילוצ'ה Barinas ברינס Bariqa בריקה Barista בריסטה Baritone בריטון Baritone horn בריטון Barium בריום Barium meal בדיקת בריום Bark נביחה Barkai ברקאי Barkan ברקן Barkan Industrial Park אזור התעשייה ברקן Barkan Wine Cellars יקבי ברקן Barker בארקר Barkhad Abdi ברקהאד עבדי Barkin ברקין Barkley בארקלי Barkly Tableland שפלת עשב-מיטשל Barlavento Islands בארלאוונטו Barletta בארלטה Barley שעורה תרבותית Barlow בארלו Barmakids ברמכים Barn אסם Barn owl תנשמת לבנה Barn swallow סנונית הרפתות Barn-owl תנשמתיים Barnabas ברנבא Barnabás Bese ברנבאש בשה Barnacle זיפרגליים Barnard's Inn אכסניית בארנארד Barnard's Star כוכב ברנרד Barnaul ברנאול Barnes בארנס Barnes & Noble בארנס אנד נובל Barnes & Noble Nook נוק Barnet 2005.JPG תמונה:Barnet 2005.jpg Barnet 92.JPG תמונה:Barnet 92.jpg Barney & Friends החברים של ברני Barney Barton טריקשוט Barney Frank ברני פרנק Barney Martin ברני מרטין Barney Stinson בארני סטינסון Barney and Betty Hill חטיפתם של בטי ובארני היל Barnhouse Settlement בארנהאוס Barnsley F.C. בארנסלי Barnsley F.C. players קטגוריה:כדורגלני בארנסלי Barnstars ויקיפדיה:אותות ועיטורים Barnum Brown ברנום בראון Barnum effect אפקט פורר Baro Ferret פייר ז'וזף פרה Barobax ברובכס Barodontalgia בארודונטלגיה Barometer ברומטר Baron בארון Baron ברון Baron Alliance David Alliance דייוויד אליאנס Baron Ballantrae Bernard Fergusson ברנרד פרגוסון Baron Casey Richard Casey ברון קייסי ריצ'רד קייסי Baron Davis בארון דייוויס Baron Denning Alfred Denning לורד דנינג Baron Diego Pereira d'Aguilar דייגו ד'אגילר Baron Foster of Thames Bank Norman Foster נורמן פוסטר Baron Jakobovits Immanuel Jakobovits ברון יעקובוביץ עמנואל יעקובוביץ Baron Kadoorie Lawrence Kadoorie לארנס כדורי Baron Martin of Springburn Michael Martin מייקל מרטין Baron Mordo ברון מורדו Baron Munchausen הברון מינכהאוזן Baron Noel-Baker Philip Noel-Baker פיליפ נואל-בייקר Baron O'Neill of the Maine Terence O'Neill טרנס או'ניל Baron Sieff Israel Sieff ישראל משה זיו Baron Sieff of Brimpton Marcus Sieff מרקוס זיו Baron Splény de Miháldy Gabriel Anton גבריאל פון ספלני Baron Strucker ברון סטרוקר Baron Zemo ברון זמו Baron d'Holbach הברון ד'הולבאך Barone Berlinghieri ברונה ברלינגיירי Baroness Hayman Helene Hayman הלן היימן Baroness Higgins Rosalyn Higgins רוזלין היגינס Baroness Masham Abigail Masham ברונית מאשם אביגייל מאשם Baronet ברונט Barong בארונג Baronnet משתמש:Baronnet Barons קטגוריה:ברונים Barons of France קטגוריה:ברונים צרפתים Baroque בארוק Baroque קטגוריה:בארוק Baroque Churches of the Philippines כנסיות הבארוק של הפיליפינים Baroque architects קטגוריה:אדריכלי בארוק Baroque architecture אדריכלות הבארוק Baroque art קטגוריה:יצירות אמנות מן הבארוק Baroque artists קטגוריה:אמנים של תקופת הבארוק Baroque composers קטגוריה:מלחינים מתקופת הבארוק Baroque music המוזיקה הקלאסית בתקופת הבארוק Baroque painters קטגוריה:ציירים של תקופת הבארוק Baroque paintings קטגוריה:ציור של תקופת הבארוק Baroque pop בארוק פופ Baroque sculptors קטגוריה:פסלים של תקופת הבארוק Baroque trumpet חצוצרת בארוק Barosaurus בארוזאורוס Barotrauma בארוטראומה Barquisimeto ברקיסימטו Barquq ברקוק Barra בארה Barra da Tijuca בארה דה טיז'וקה Barra de Navidad בארה דה נבידאד Barracuda ברקודה Barrage balloon בלון נ"מ Barranquilla ברנקייה Barred spiral galaxy גלקסיית מוט ספירלית Barreiras בריירס Barrel חבית Barrel bomb פצצת חבית Barrel vault קמרון חבית Barret Oliver בארט אוליבר Barrett Barrett Barrett בארט Barrett Firearms Manufacturing חברת הנשק בארט Barrett M82 בארט M82 Barrett M95 בארט M95 Barrett M99 בארט M99 Barrett MRAD בארט MRAD Barrett's esophagus תסמונת בארט Barricade מתרס Barrier מחסום Barriers to entry חסם כניסה לשוק Barrios באריוס Barrow בארו Barry בארי Barry Boehm בארי בם Barry Bonds בארי בונדס Barry Bostwick בארי בוסטוויק Barry Chamish ברי חמיש Barry Cooper בארי קופר Barry Fitzgerald בארי פיצג'רלד Barry Foster בארי פוסטר Barry Goldwater בארי גולדווטר Barry Gurary בארי גוראריה Barry Harris בארי האריס Barry Hughart בארי יוגארט Barry Leibowitz בארי לייבוביץ' Barry Levinson בארי לוינסון Barry Long בארי לונג Barry Lyndon בארי לינדון Barry Manilow בארי מנילו Barry Marshall בארי מרשל Barry Mazur בארי מזור Barry McCaffrey בארי מקאפרי Barry Pepper ברי פפר Barry Unsworth בארי אנסוורת' Barry Wellman בארי ולמן Barry White בארי וייט Barry Wilburn בארי ווילבורן Barry Winchell בארי וינצ'ל Barrymore ברימור Barsoom בארסום Bart Allen בארט אלן Bart Berman ברט ברמן Bart Goor בארט חור Bart Johnson בארט ג'ונסון Bart Simpson בארט סימפסון Barta'a ברטעה Bartail flathead שטח-ראש הודי Bartender מוזג Bartending equipment קטגוריה:ציוד בר Barter סחר חליפין Barth syndrome סינדרום בארס Barthold Georg Niebuhr ברתולד גאורג ניבור Bartholin's gland בלוטת ברטולין Bartholomeus Spranger ברתולומאיוס שפרנגר Bartholomew Gosnold ברתולומיאו גוסנולד Bartholomew I of Constantinople ברתולומאיוס Bartholomew Roberts בארתולומיאו רוברטס Bartholomew the Apostle ברתולומאוס הקדוש Barthélemy Boganda ברתלמי בוגנדה Bartica ברטיקה Bartimaeus Sequence טרילוגיית ברטימאוס Bartitsu ברטיטסו Bartleby/Reification כזב פתטי Bartlett ברטלט Bartley Crum בארטלי קראם Bartolomeo Bon ברטולומיאו בון Bartolomeo Cristofori ברתולומיאו כריסטופורי Bartolomeo Eustachi ברטולומאו אאוסטקיו Bartolomeo Gradenigo ברטולומאו גראדניגו Bartolomeo Scappi ברתולומאו סקאפי Bartolomeu Dias בארתולומיאו דיאש Bartolomeu Jacinto Quissanga ברתולומאו ז'אסינטו קיסאנגה Bartolomeu Perestrello ברתולומאו פרשטרלו Bartolommeo Bandinelli ברתולומאו באנדילני Bartolomé Mitre ברטולומה מיטרה Bartolomé de las Casas ברטולומה דה לאס קסאס Barton ברטון Barton Fink ברטון פינק Barton Zwiebach ברטון צוויבאך Baruch ברוך Baruch Abuhatzeira ברוך אבוחצירא Baruch Adonai L'Olam ברכת ברוך ה' לעולם Baruch Agadati ברוך אגדתי Baruch Arensburg ברוך ארנסבורג Baruch Arnon ברוך ארנון Baruch Ashlag ברוך שלום הלוי אשלג Baruch Chait ברוך חייט Baruch Dego ברוך דגו Baruch Epstein ברוך הלוי אפשטיין Baruch Fränkel-Teomim ברוך תאומים-פרנקל Baruch Gigi ברוך גיגי Baruch Goldstein ברוך גולדשטיין Baruch Hagai ברוך חגאי Baruch Ivcher ברוך איבצ'ר Baruch Kamin ברוך קמין Baruch Kimmerling ברוך קימרלינג Baruch Kurzweil ברוך קורצווייל Baruch Maman ברוך ממן Baruch Marzel ברוך מרזל Baruch Mizrachi family בית ברוך מזרחי Baruch Modan ברוך מודן Baruch Osnia ברוך אזניה Baruch Ostrovsky ברוך אוסטרובסקי Baruch Samuel Blumberg ברוך שמואל בלומברג Baruch Sorotzkin ברוך סורוצקין Baruch Spinoza ברוך שפינוזה Baruch Spinoza קטגוריה:שפינוזה Baruch Steinberg ברוך שטיינברג Baruch Tegegne ברוך טגניה Baruch Uziel ברוך עוזיאל Baruch Yehoshua Yerachmiel Rabinowicz ברוך יהושע ירחמיאל רבינוביץ Baruch ben Isaac ברוך בן יצחק Baruch ben Neriah ברוך בן נריה Baruch ben Samuel ברוך בן שמואל Baruj Benacerraf ברוך בנאסרף Barycentric coordinate system קואורדינטות בריצנטריות Baryogenesis באריוגנזה Baryon באריון Baryon number מספר באריוני Baryons קטגוריה:באריונים Baryonyx בריוניקס Barysaw בוריסוב Baryte בריט Barzani ברזני Barzel ברזל Barzilai Medical Center מרכז רפואי ברזילי Bas בס Bas Dost באס דוסט Bas van Fraassen באס ואן פראסן Bas-Rhin קטגוריה:בא-רן Bas-Rhin ריין תחתון Bas-Rhin Mulhausen מולהוזן Bas-Rhin Munchhausen מינשוזן Basa באסה Basal body גוף בזאלי Basal ganglia גרעיני הבסיס Basal-cell carcinoma קרצינומה של תאי בסיס Basalt בזלת Basarab בסאראב Basarab I of Wallachia בסאראב הראשון Basarab II of Wallachia בסאראב השני Basarab Laiotă cel Bătrân בסאראב הזקן לאיוטה Basarab Ţepeluş cel Tânăr בסאראב הצעיר צפלוש Basarab Țepeluș cel Tânăr בסאראב הצעיר צפלוש Basavilbaso בסווילבסו Bascule bridges קטגוריה:גשרים מתרוממים Base בסיס Base General Bernardo O'Higgins Riquelme בסיס חנרל ברנרדו אוהיגינס ריקלמה Base level בסיס סחיפה Base pair זוג בסיסים Base rate fallacy כשל הסתברות קודמת Base station תחנת בסיס Base-dependent integer sequences קטגוריה:תכונות התלויות בבסיס הספירה Baseball בייסבול Baseball קטגוריה:בייסבול Baseball at the Summer Olympics בייסבול במשחקים האולימפיים Baseball catchers קטגוריה:תופסים Baseball competitions קטגוריה:תחרויות בייסבול Baseball competitions in the United States קטגוריה:תחרויות בייסבול בארצות הברית Baseball executives קטגוריה:עסקני בייסבול Baseball in the United States קטגוריה:בייסבול בארצות הברית Baseball managers קטגוריה:מאמני בייסבול Baseball outfielders קטגוריה:שחקני השדה החיצון Baseball players קטגוריה:שחקני בייסבול Baseball players by nationality קטגוריה:שחקני בייסבול לפי מדינה Baseball players by position קטגוריה:שחקני בייסבול לפי תפקיד Baseball positions בייסבול - עמדות Baseball teams קטגוריה:קבוצות בייסבול Baseball terminology קטגוריה:מונחי בייסבול Baseball venues קטגוריה:אצטדיוני בייסבול Baseball venues in the United States קטגוריה:אצטדיוני בייסבול בארצות הברית Basel בזל Basel קטגוריה:בזל Basel Convention אמנת בזל Basel Ghattas באסל גטאס Basel II בזל 2 Basel problem בעיית בזל Basel-Landschaft בזל-לנדשאפט Basel-Landschaft קטגוריה:בזל-לנדשאפט Basel-Landschaft Reinach ריינאך Basel-Stadt בזל-שטאדט Basel-Stadt קטגוריה:בזל-שטאדט Baselard בייסלארד Basemath בשמת בת ישמעאל Basement מרתף Basement תשתית Bases קטגוריה:בסיסים Bases of the United States Air Force קטגוריה:בסיסי חיל האוויר של ארצות הברית Bash באש Bash בש Bashan הבשן Bashar Masri בשאר אל-מסרי Bashar al-Assad בשאר אל-אסד Bashi-bazouk באשי באזוק Bashiqa באשיקה Bashkir language בשקירית Bashkortostan בשקורטוסטן Bashkortostan קטגוריה:בשקורטוסטן Bashneft בשנפט Bashshit בשית Basic בייסיק Basic English אנגלית בסיסית Basic Instinct אינסטינקט בסיסי Basic Law for the Federal Republic of Germany חוקת גרמניה Basic Law proposal: Israel as the Nation-State of the Jewish People הצעת חוק יסוד: ישראל - מדינת הלאום של העם היהודי Basic Law: Human Dignity and Liberty חוק יסוד: כבוד האדם וחירותו Basic Law: The Government חוק יסוד: הממשלה Basic Law: The Knesset חוק יסוד: הכנסת Basic Laws of Israel חוק יסוד Basic Laws of Israel קטגוריה:ישראל: חוקי יסוד Basic fighter maneuvers תמרון תעופתי Basic forms of government תבנית:שיטות ממשל Basic income הכנסה בסיסית לכל Basic knitted fabrics סריג Basic physics of the violin פיזיקה של הכינור Basidiomycota פטריות בסיסה Basij בסיג' Basil ריחן Basil Fool for Christ וסילי הקדוש Basil I קיסר האימפריה הביזנטית בסיליוס הראשון Basil II קיסר האימפריה הביזנטית בסיליוס השני בולגרוקטונוס Basil Lanneau Gildersleeve בזיל לנו גילדרסליב Basil of Caesarea בזיליוס הגדול Basile Boli באזיל בולי Basile Bouchon בזיל בושון Basilica בזיליקה Basilica Aemilia בזיליקה אמיליה Basilica Cathedral of Santa María la Menor קתדרלה פרימאדה דה אמריקה Basilica Cistern ירבאטאן Basilica churches in France קטגוריה:צרפת: בזיליקות Basilica churches in Italy קטגוריה:איטליה: בזיליקות Basilica churches in Rome קטגוריה:רומא: בזיליקות Basilica della Santa Casa בזיליקת הבית הקדוש Basilica di San Marino בזיליקת סן מרינו Basilica di Santa Maria Maggiore בזיליקת סנטה מריה מג'ורה Basilica of Bom Jesus בזיליקת בום ז'זוש Basilica of Candelaria הבזיליקה של קאנדלאריה Basilica of Jesus the Adolescent הכנסייה הסלזיאנית Basilica of Maxentius בזיליקת קונסטנטינוס Basilica of Our Lady of Peace בזיליקת גבירתנו של השלום ביאמוסוקרו Basilica of Saint Francis of Assisi הבזיליקה של פרנציסקוס הקדוש מאסיזי Basilica of Saint Paul Outside the Walls בזיליקת פאולוס הקדוש מחוץ לחומות Basilica of San Vitale בזיליקת סן ויטאלה Basilica of Sant'Apollinare Nuovo בזיליקת סנט אפולינרה נואובו Basilica of Sant'Apollinare in Classe סנט אפולינרה אין קלאסה Basilica of Santa Maria Novella סנטה מריה נובלה Basilica of Santa Maria del Popolo סנטה מריה דל פופולו Basilica of Santa Maria in Ara Coeli סנטה מריה אין ארצ'לי Basilica of St Denis בזיליקת סן-דני Basilica of St Peter and St Paul כנסיית פאולוס ופטרוס הקדושים Basilica of the Annunciation כנסיית הבשורה Basilica of the Sacred Heart בזיליקת הלב הקדוש Basilicas קטגוריה:בזיליקות Basilicata בזיליקטה Basilicata קטגוריה:בזיליקטה Basiliscus בסיליסק Basilisk בסיליסק Basilosauridae בסילוזאוריים Basin and Range Province פרובינציית אגן ורכס Basingstoke בייסינגסטוק Basis בסיס Basis point רבבית Basket סל Basket Case Basket Case Basket Napoli נאפולי Basket Zaragoza 2002 סרגוסה באסקט Basket Zielona Góra ז'לונה גורה Basketball כדורסל Basketball פורטל:כדורסל Basketball קטגוריה:כדורסל Basketball Arena הארנה לכדורסל Basketball Association of America ליגת ה-BAA Basketball Bundesliga ליגת העל הגרמנית בכדורסל Basketball Center of Moscow Region מרכז הכדורסל חימקי Basketball Champions League ליגת האלופות בכדורסל Basketball Jones featuring Tyrone Shoelaces Basketball Jones Basketball League of Serbia ליגת העל הסרבית בכדורסל Basketball Olympic squad navigational boxes by competition קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל באולימפיאדה Basketball at the 1936 Summer Olympics כדורסל באולימפיאדת ברלין Basketball at the 1948 Summer Olympics כדורסל באולימפיאדת לונדון Basketball at the 1952 Summer Olympics כדורסל באולימפיאדת הלסינקי Basketball at the 1956 Summer Olympics כדורסל באולימפיאדת מלבורן Basketball at the 1960 Summer Olympics כדורסל באולימפיאדת רומא Basketball at the 1964 Summer Olympics כדורסל באולימפיאדת טוקיו Basketball at the 1968 Summer Olympics כדורסל באולימפיאדת מקסיקו סיטי Basketball at the 1972 Summer Olympics כדורסל באולימפיאדת מינכן Basketball at the 1976 Summer Olympics כדורסל באולימפיאדת מונטריאול Basketball at the 1980 Summer Olympics כדורסל באולימפיאדת מוסקבה Basketball at the 1984 Summer Olympics כדורסל באולימפיאדת לוס אנג'לס Basketball at the 1988 Summer Olympics כדורסל באולימפיאדת סיאול Basketball at the 1992 Summer Olympics כדורסל באולימפיאדת ברצלונה Basketball at the 1996 Summer Olympics כדורסל באולימפיאדת אטלנטה Basketball at the 2000 Summer Olympics כדורסל באולימפיאדת סידני Basketball at the 2004 Summer Olympics כדורסל באולימפיאדת אתונה Basketball at the 2008 Summer Olympics כדורסל באולימפיאדת בייג'ינג Basketball at the 2012 Summer Olympics כדורסל באולימפיאדת לונדון Basketball at the Summer Olympics כדורסל במשחקים האולימפיים Basketball at the Summer Olympics קטגוריה:כדורסל במשחקים האולימפיים Basketball at the Summer Olympics תבנית:כדורסל באולימפיאדות Basketball by country קטגוריה:כדורסל לפי מדינה Basketball coaches קטגוריה:מאמני כדורסל Basketball coaches by club קטגוריה:מאמני כדורסל לפי קבוצה Basketball coaches by nationality קטגוריה:מאמני כדורסל לפי מדינה Basketball coaches in Greece by club קטגוריה:מאמני כדורסל ביוון לפי קבוצה Basketball coaches in Israel by club קטגוריה:מאמני כדורסל בישראל לפי קבוצה Basketball coaches in Italy by club קטגוריה:מאמני כדורסל באיטליה לפי קבוצה Basketball coaches in Russia by club קטגוריה:מאמני כדורסל ברוסיה לפי קבוצה Basketball coaches in Spain by club קטגוריה:מאמני כדורסל בספרד לפי קבוצה Basketball coaches in Turkey by club קטגוריה:מאמני כדורסל בטורקיה לפי קבוצה Basketball coaches of international teams קטגוריה:מאמני כדורסל לפי נבחרת Basketball competitions קטגוריה:תחרויות כדורסל Basketball competitions by country קטגוריה:תחרויות כדורסל לפי מדינה Basketball competitions in Europe קטגוריה:תחרויות כדורסל אירופיות Basketball competitions in France קטגוריה:תחרויות כדורסל בצרפת Basketball competitions in Germany קטגוריה:תחרויות כדורסל בגרמניה Basketball competitions in Greece קטגוריה:תחרויות כדורסל ביוון Basketball competitions in Israel קטגוריה:תחרויות כדורסל בישראל Basketball competitions in Russia קטגוריה:תחרויות כדורסל ברוסיה Basketball competitions in Spain קטגוריה:תחרויות כדורסל בספרד Basketball competitions in Turkey קטגוריה:תחרויות כדורסל בטורקיה Basketball competitions in the Soviet Union קטגוריה:תחרויות כדורסל בברית המועצות Basketball competitions in the United States קטגוריה:תחרויות כדורסל בארצות הברית Basketball cup competitions in Europe קטגוריה:תחרויות גביע לאומיות Basketball executives קטגוריה:עסקני כדורסל Basketball in Argentina קטגוריה:ארגנטינה: כדורסל Basketball in Australia קטגוריה:אוסטרליה: כדורסל Basketball in Austria קטגוריה:כדורסל אוסטרי Basketball in Belgium קטגוריה:בלגיה: כדורסל Basketball in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: כדורסל Basketball in Brazil קטגוריה:ברזיל: כדורסל Basketball in Bulgaria קטגוריה:בולגריה: כדורסל Basketball in Canada קטגוריה:קנדה: כדורסל Basketball in Cape Verde קטגוריה:כף ורדה: כדורסל Basketball in China קטגוריה:הרפובליקה העממית של סין: כדורסל Basketball in Croatia קטגוריה:קרואטיה: כדורסל Basketball in Cyprus קטגוריה:קפריסין: כדורסל Basketball in Finland קטגוריה:פינלנד: כדורסל Basketball in France קטגוריה:צרפת: כדורסל Basketball in Georgia קטגוריה:גאורגיה: כדורסל Basketball in Germany קטגוריה:גרמניה: כדורסל Basketball in Greece קטגוריה:יוון: כדורסל Basketball in Hungary קטגוריה:הונגריה: כדורסל Basketball in India קטגוריה:כדורסל הודי Basketball in Iraq קטגוריה:עיראק: כדורסל Basketball in Israel כדורסל בישראל Basketball in Israel קטגוריה:ישראל: כדורסל Basketball in Italy קטגוריה:איטליה: כדורסל Basketball in Japan קטגוריה:יפן: כדורסל Basketball in Kosovo קטגוריה:קוסובו: כדורסל Basketball in Latvia קטגוריה:לטביה: כדורסל Basketball in Lithuania קטגוריה:ליטא: כדורסל Basketball in New Zealand קטגוריה:ניו זילנד: כדורסל Basketball in Nigeria קטגוריה:ניגריה: כדורסל Basketball in Poland קטגוריה:פולין: כדורסל Basketball in Puerto Rico קטגוריה:פוארטו ריקו: כדורסל Basketball in Romania קטגוריה:רומניה: כדורסל Basketball in Russia קטגוריה:רוסיה: כדורסל Basketball in Russia תבנית:כדורסל ברוסיה Basketball in Serbia קטגוריה:סרביה: כדורסל Basketball in Slovenia קטגוריה:סלובניה: כדורסל Basketball in South Sudan קטגוריה:דרום סודאן: כדורסל Basketball in Spain קטגוריה:ספרד: כדורסל Basketball in Sudan קטגוריה:סודאן: כדורסל Basketball in Sweden קטגוריה:שוודיה: כדורסל Basketball in Tunisia קטגוריה:תוניסיה: כדורסל Basketball in Turkey קטגוריה:טורקיה: כדורסל Basketball in Ukraine קטגוריה:אוקראינה: כדורסל Basketball in Yugoslavia קטגוריה:יוגוסלביה: כדורסל Basketball in the Czech Republic קטגוריה:צ'כיה: כדורסל Basketball in the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: כדורסל Basketball in the Republic of Macedonia קטגוריה:כדורסל מקדוני Basketball in the Soviet Union קטגוריה:ברית המועצות: כדורסל Basketball in the United States קטגוריה:ארצות הברית: כדורסל Basketball kit תבנית:תלבושת כדורסל Basketball leagues קטגוריה:ליגות כדורסל Basketball leagues in Israel קטגוריה:ליגות כדורסל ישראליות Basketball leagues in the United States קטגוריה:ליגות כדורסל בארצות הברית Basketball navigational boxes קטגוריה:תבניות ניווט - כדורסל Basketball organizations קטגוריה:ארגוני כדורסל Basketball players קטגוריה:כדורסלנים Basketball players by club קטגוריה:כדורסלנים לפי קבוצה Basketball players by nationality קטגוריה:כדורסלנים לפי מדינה Basketball players from Georgia קטגוריה:כדורסלנים גאורגים Basketball players in Belgium by club קטגוריה:כדורסלנים לפי קבוצה בבלגיה Basketball players in China by club קטגוריה:כדורסלנים לפי קבוצה בסין Basketball players in Croatia by club קטגוריה:כדורסלנים לפי קבוצה בקרואטיה Basketball players in France by club קטגוריה:כדורסלנים לפי קבוצה בצרפת Basketball players in Germany by club קטגוריה:כדורסלנים לפי קבוצה בגרמניה Basketball players in Greece by club קטגוריה:כדורסלנים לפי קבוצה ביוון Basketball players in Israel by club קטגוריה:כדורסלנים לפי קבוצה בישראל Basketball players in Lithuania by club קטגוריה:כדורסלנים לפי קבוצה בליטא Basketball players in Montenegro by club קטגוריה:כדורסלנים לפי קבוצה במונטנגרו Basketball players in Poland by club קטגוריה:כדורסלנים לפי קבוצה בפולין Basketball players in Russia by club קטגוריה:כדורסלנים לפי קבוצה ברוסיה Basketball players in Serbia by club קטגוריה:כדורסלנים לפי קבוצה בסרביה Basketball players in Slovenia by club קטגוריה:כדורסלנים לפי קבוצה בסלובניה Basketball players in Spain by club קטגוריה:כדורסלנים לפי קבוצה בספרד Basketball players in Turkey by club קטגוריה:כדורסלנים לפי קבוצה בטורקיה Basketball players in Ukraine by club קטגוריה:כדורסלנים לפי קבוצה באוקראינה Basketball positions קטגוריה:עמדות בכדורסל Basketball stubs קטגוריה:קצרמר כדורסל Basketball teams קטגוריה:קבוצות כדורסל Basketball teams in Belgium קטגוריה:קבוצות כדורסל בלגיות Basketball teams in Bosnia and Herzegovina קטגוריה:קבוצות כדורסל בוסניות Basketball teams in Bulgaria קטגוריה:קבוצות כדורסל בולגריות Basketball teams in Canada קטגוריה:קבוצות כדורסל קנדיות Basketball teams in Croatia קטגוריה:קבוצות כדורסל קרואטיות Basketball teams in Cyprus קטגוריה:קבוצות כדורסל קפריסאיות Basketball teams in Finland קטגוריה:קבוצות כדורסל פיניות Basketball teams in France קטגוריה:קבוצות כדורסל צרפתיות Basketball teams in Georgia קטגוריה:קבוצות כדורסל גאורגיות Basketball teams in Germany קטגוריה:קבוצות כדורסל גרמניות Basketball teams in Greece קטגוריה:קבוצות כדורסל יווניות Basketball teams in Hungary קטגוריה:קבוצות כדורסל הונגריות Basketball teams in Israel קטגוריה:קבוצות כדורסל ישראליות Basketball teams in Italy קטגוריה:קבוצות כדורסל איטלקיות Basketball teams in Latvia קטגוריה:קבוצות כדורסל לטביות Basketball teams in Lithuania קטגוריה:קבוצות כדורסל ליטאיות Basketball teams in Montenegro קטגוריה:קבוצות כדורסל מונטנגריות Basketball teams in Poland קטגוריה:קבוצות כדורסל פולניות Basketball teams in Romania קטגוריה:קבוצות כדורסל רומניות Basketball teams in Russia קטגוריה:קבוצות כדורסל רוסיות Basketball teams in Serbia קטגוריה:קבוצות כדורסל סרביות Basketball teams in Slovenia קטגוריה:קבוצות כדורסל סלובניות Basketball teams in Spain קטגוריה:קבוצות כדורסל ספרדיות Basketball teams in Sweden קטגוריה:קבוצות כדורסל שוודיות Basketball teams in Turkey קטגוריה:קבוצות כדורסל טורקיות Basketball teams in Ukraine קטגוריה:קבוצות כדורסל אוקראיניות Basketball teams in the Czech Republic קטגוריה:קבוצות כדורסל צ'כיות Basketball teams in the Republic of Macedonia קטגוריה:קבוצות כדורסל מקדוניות Basketball teams in the United States קטגוריה:קבוצות כדורסל אמריקאיות Basketball terminology קטגוריה:מושגים בכדורסל Basketball trophies and awards קטגוריה:פרסי כדורסל Basketball venues קטגוריה:אולמות כדורסל Basketball venues in Greece קטגוריה:אולמות כדורסל ביוון Basketball venues in Israel קטגוריה:אולמות כדורסל בישראל Basketball venues in Italy קטגוריה:אולמות כדורסל באיטליה Basketball venues in Lithuania קטגוריה:אולמות כדורסל בליטא Basketball venues in Russia קטגוריה:אולמות כדורסל ברוסיה Basketball venues in Serbia קטגוריה:אולמות כדורסל בסרביה Basketball venues in Spain קטגוריה:אולמות כדורסל בספרד Basketball venues in Turkey קטגוריה:אולמות כדורסל בטורקיה Basketball venues in the United Kingdom קטגוריה:אולמות כדורסל בבריטניה Basketball venues in the United States קטגוריה:אולמות כדורסל בארצות הברית Basketball video games קטגוריה:משחקי כדורסל ממוחשבים Basketballbox תבנית:Basketballbox Baskin בסקין Baskin-Robbins בסקין-רובינס Basking shark כריש ענק Basler04/APWAR מלחמת שבעת השבועות Basler04/CV קונגרס וינה Basler04/FPWAR מלחמת צרפת-פרוסיה Basler04/GC הקונפדרציה הגרמנית Basler04/GE הקיסרות הגרמנית Basler04/NGC הקונפדרציה הצפון-גרמנית Basma בסמ"ה Basma Mu'awiya מועאוויה Basma bint Talal נסיכת ירדן בסמה בנת טלאל Basmala בסמלה Basmat Tab'un בסמת טבעון Basophil באזופיל Basque קטגוריה:בסקים Basque Country ארץ הבסקים Basque Country חבל הבסקים Basque Country קטגוריה:חבל הבסקים Basque Country national football team נבחרת חבל הבסקים בכדורגל Basque Wikipedia ויקיפדיה הבסקית Basque footballers קטגוריה:כדורגלנים בסקים Basque language בסקית Basque sport קטגוריה:חבל הבסקים: ספורט Basques בסקים Basra בצרה Basra Memorial אנדרטת בצרה Basra reed warbler קנית בצרה Basri בצרי Bass בס Bass Islands איי באס Bass Strait מצר בס Bass guitar גיטרה בס Bass guitarists קטגוריה:בסיסטים Bassae מקדש אפולו אפיקוריוס בבאסאי Bassam Shakaa בסאם אלשכעה Bassam Talhouni באסם תלהוני Bassam Zuamut בסאם זועמוט Bassano Ponte Vecchio גשר בסאנו דל גרפה Bassaricyon בסרקיון Bassariscus בסריסקוס Bassas da India באסאס דה אינדיה Basse Santa Su באס סנטה סו Basse-Terre באס טר Bassel Al-Assad International Airport נמל התעופה הבינלאומי באסל אל-אסד Bassel Khartabil באסל חארטאביל Bassel al-Assad באסל אל-אסד Bassem Youssef בסאם יוסוף Basseterre באסטר Basshunter בסהאנטר Bassoon בסון Bassoonists קטגוריה:נגני בסון Bastet בסתת Bastian Schweinsteiger בסטיאן שוויינשטייגר Bastille באסטיל Bastille בסטיליה Bastille Day יום הבסטיליה Bastion באסטיון Bastion בסטיון Basílica del Voto Nacional בזיליקת דל ווטו נאסיונל Bat באט Bat עטלפים Bat Ayin בת עין Bat Conservation International Bat Conservation International Bat Galim בת גלים Bat Hadar בת הדר Bat Hefer בת חפר Bat Hen בת חן Bat Kol בת קול Bat Kol בת קול - ארגון לסביות דתיות Bat Mitzvah massacre הפיגוע באולם "ארמון דוד" Bat Shlomo בת שלמה Bat Yam בת ים Bat Yam קטגוריה:בת ים Bat Yam Municipal Stadium האצטדיון העירוני בת ים Bat Yam-Komemiyut Railway Station תחנת הרכבת בת ים - קוממיות Bat Yam-Yoseftal Railway Station תחנת הרכבת בת ים - יוספטל Bat Ye'or בת יאור Bat bomb פצצת עטלף Bat hawk נץ עטלפים Bat'leth באת'לת Bat-Dor Dance Company בת דור Bat-El Gatterer בת אל גטרר Bat-Kohen בת כהן Bat-Sheva Zeisler בת-שבע צייזלר Bat-Yam International Biennale of Landscape Urbanism הביאנלה לאדריכלות הנוף העירוני - בת ים Bat-eared fox שועל אוזנן Bataan Death March צעדת המוות בבטאן Bataclan תיאטרון בטאקלאן Batalhão de Operações Policiais Especiais BOPE Batarang באטראנג Batavia בטאוויה Batavian Republic הרפובליקה הבטאווית Batbayan בטבאיאן Batch file קובץ אצווה Batch processing עיבוד באצווה Batei Ungarin בתי אונגרין Bateleur חיוויאי להטוטן Bates בייטס Bates Motel בייטס מוטל Bates method שיטת בייטס Bates's pygmy antelope אנטילופת בייטס Batesian mimicry חיקוי ביטסיאני Batgirl באטגירל Bath Abbey מנזר באת' Bath Assembly Rooms אולמות הכנס של באת' Bath Guildhall גילדהול Bath Half Marathon חצי המרתון של באת' Bath International Music Festival פסטיבל המוזיקה הבינלאומי של באת' Bath Oliver באת' אוליבר Bath Royal Victoria Park פארק ויקטוריה המלכותי Bath The Circus הסירקס Bath The Paragon דה פאראגון Bath Theatre Royal התיאטרון המלכותי Bath bun לחמניית באת' Bath bus station התחנה המרכזית של באת' Bath stone אבן באת' Bathers at Asnières מתרחצים באנייר Bathing קטגוריה:מרחץ Bathing רחצה Bathing machine קרון רחצה Batholith בתולית Bathory באת'ורי Bathory קטגוריה:אלבומי באת'ורי Bathrobe חלוק רחצה Bathroom חדר רחצה Baths of Agrippa מרחצאות אגריפה Baths of Caracalla מרחצאות קרקלה Baths of Diocletian מרחצאות דיוקלטיאנוס Bathsheba בת שבע Bathtub אמבטיה Bathtub curve פונקציית סיכון Bathyergidae קטגוריה:מכרתניים Bathymetric chart מפה בתימטרית Bathyscaphe בתיסקף Bathysphere בתיספרה Batik בטיק Batista בטיסטה Batiste בטיסט Batken בטקן Batman באטמן Batman קטגוריה:באטמן Batman & Robin באטמן ורובין Batman Arkham Asylum Television Credits.jpg תמונה:Arkham asylum.jpg Batman Begins באטמן מתחיל Batman Beyond: Return of the Joker באטמן הדור הבא: שובו של הג'וקר Batman Death In The Family TPB cover.jpg קובץ:Batman Death In The Family TPB.jpg Batman Forever באטמן לנצח Batman Returns באטמן חוזר Batman films קטגוריה:סרטי באטמן Batman franchise media באטמן Batman mask of the phantasm poster.jpg קובץ:Batman mask of the phantasm poster.jpg Batman thelonghalloween.jpg קובץ:Batman thelonghalloween.jpg Batman v Superman: Dawn of Justice באטמן נגד סופרמן: שחר הצדק Batman-No Man's Land-No Law and a New Order.jpg קובץ:Batman No Mans Land Vol 1 TP.jpg Batman: A Death in the Family באטמן: מוות במשפחה Batman: Arkham באטמן: ארקהם Batman: Arkham Asylum באטמן ארקהם אסיילום Batman: Arkham City באטמן ארקהם סיטי Batman: Arkham Knight באטמן ארקהם נייט Batman: Arkham Origins באטמן ארקהם אוריג'ינס Batman: Assault on Arkham באטמן: מתקפה על ארקהם Batman: Battle for the Cowl באטמן: הקרב על הגלימה Batman: Knightfall באטמן: נפילתו של אביר Batman: Mask of the Phantasm באטמן: מסכת התעתועים Batman: No Man's Land באטמן: שטח הפקר Batman: The Animated Series באטמן - הסדרה המצוירת Batman: The Caped Crusader Batman: The Caped Crusader Batman: The Killing Joke באטמן: הבדיחה ההורגת Batman: The Long Halloween באטמן: ליל כל הקדושים הארוך Batman: Year One באטמן: שנה ראשונה Batmansthebomb/sandbox תרבות ההיפ הופ Batmobile באטמוביל Batocera rufomaculata יקרונית התאנה Batoidea בטאים Baton twirling סטאף Batrachylidae בטרצ'יליים Batrobin/sandbox פסוריאזיס Batroc the Leaper באטרוק המזנק Batroun בתרון Bats קטגוריה:עטלפים Bats language באצבית Bats people באצבים Batsheva Dance Company בת-שבע Batsheva Kanievsky בת-שבע קניבסקי Batsheva Katznelson בת-שבע כצנלסון Battalion גדוד Battalion for the Defence of the Language גדוד מגיני השפה Battalions קטגוריה:גדודים Battalions of Israel קטגוריה:גדודי צה"ל Batten disease מחלת באטן Battenberg cake עוגת בטנברג Batter בלילה Battered person syndrome תסמונת האישה המוכה Batteries Not Included נס ברחוב שמונה Battering ram איל ניגוח Battersea Bridge גשר בטרסי Battersea Park פארק באטרסי Battersea Power Station תחנת הכוח באטרסי Battery סוללה Battery סוללה חשמלית Battery קטגוריה:סוללות Battery Park פארק באטרי Battery cage כלוב סוללה Battery electric vehicle רכב חשמלי מונע מצבר Battery electric vehicles קטגוריה:רכב חשמלי מונע מצבר Battery management system מערכת ניהול סוללות Battir בתיר Battista Farina בטיסטה פינינפארינה Battle קרב Battle Arena Toshinden באטל ארינה טושינדן Battle Born Battle Born Battle Cry זעקת הקרב Battle Magic Battle Magic Battle at Kruger הקרב בקרוגר Battle axe גרזן קרב Battle for Australia הקרב על אוסטרליה Battle for Caen הקרב על קן Battle for Castle Itter משתמש:בראנד/הקרב על טירת איטר Battle for Height 776 הקרב על גבעה 776 Battle for Henderson Field הקרב על שדה הנדרסון Battle for Jerusalem המערכה על ירושלים במלחמת העצמאות Battle for Lake Tanganyika קרב אגם טנגנייקה Battle for Terra הקרב על הכוכב Battle honour תואר קרב Battle in Seattle קרב בסיאטל Battle of "The Saw" קרב משור Battle of Abaran קרב באש-אפאראן Battle of Abu Tellul קו שתי העוג'ות Battle of Abu-Ageila קרב אום-כתף Battle of Abydos קרב אבידוס Battle of Acosta Ñu קרב אקוסטה ניו Battle of Actium קרב אקטיום Battle of Adasa קרב חדשה Battle of Adrianople קרב אדריאנופול Battle of Adwa קרב עדווה Battle of Aegospotami קרב אייגוספוטמוי Battle of Ager Falernus קרב אגר פלרנוס Battle of Ager Sanguinis קרב אגר סאנגוויניס Battle of Agincourt קרב אז'נקור Battle of Agnadello קרב אניידלו Battle of Agrigentum קרב אגריגנטום Battle of Ain Jalut קרב עין ג'אלות Battle of Ajnadayn קרב אג'נדיין Battle of Al Mansurah קרב אל-מנצורה Battle of Alalia קרב אלאליה Battle of Alam el Halfa קרב עלם חלפה Battle of Alcácer Quibir קרב אל-קאסר אל-כביר Battle of Aljubarrota קרב אלז'וברוטה Battle of Amba Alagi קרב אמבה אלגי Battle of Amiens קרב אמיין Battle of Ammunition Hill הקרב על גבעת התחמושת Battle of Angaur הקרב על אנגאור Battle of Anghiari קרב אנגיארי Battle of Ankara קרב אנקרה Battle of Antietam קרב אנטיאטם Battle of Aqaba קרב עקבה Battle of Arginusae קרב ארגינוסאי Battle of Arnhem הקרב על ארנהם Battle of Arras קרב אראס Battle of Arsuf קרב ארסוף Battle of Artemisium קרב ארטמיסיון Battle of Ascalon קרב אשקלון Battle of Asiago קרב אסיאגו Battle of Aspindza קרב אספינדזה Battle of Austerlitz קרב אוסטרליץ Battle of Ayta ash-Shab קרב עייתא א-שעב Battle of Ayun Kara קרב עיון קרא Battle of Badr קרב בדר Battle of Bagradas קרב בגרדס Battle of Baltim קרב דמיאט Battle of Bantry Bay קרב מפרץ בנטרי Battle of Basian קרב בסיאן Battle of Basra קרב בצרה Battle of Be'erot Yitzhak בארות יצחק#קרב בארות יצחק במלחמת העצמאות Battle of Beersheba קרב באר שבע Battle of Berlin הקרב על ברלין Battle of Beth Horon קרב בית חורון Battle of Beth Zechariah קרב בית זכריה Battle of Beth Zur קרב בית צור Battle of Białystok–Minsk קרב ביאליסטוק-מינסק Battle of Bibracte קרב ביבראקטה Battle of Bint Jbeil קרב בינת ג'בייל Battle of Bir Hakeim קרב ביר חכים Battle of Bita Paka כיבוש גינאה החדשה הגרמנית Battle of Blenheim קרב בלנהיים Battle of Borodino קרב בורודינו Battle of Bosworth Field קרב בוסוורת' Battle of Breitenfeld קרב ברייטנפלד Battle of Britain הקרב על בריטניה Battle of Britain קטגוריה:הקרב על בריטניה Battle of Britain Bunker בונקר הקרב על בריטניה Battle of Britain Memorial Flight גף הזיכרון לקרב על בריטניה Battle of Buna–Gona קרב בונה-גונה Battle of Bunker Hill קרב גבעת בנקר Battle of Cable Street הקרב ברחוב כייבל Battle of Camarón קרב קמרון Battle of Cambrai קרב קמברה Battle of Camperdown קרב קמפרדאון Battle of Cannae קרב קאנאי Battle of Canton קרב קנטון Battle of Cape Ecnomus קרב אקנומוס Battle of Cape Esperance קרב כף אספרנס Battle of Cape Finisterre קרב כף פיניסטרה Battle of Cape Kaliakra קרב כף קאליאקרה Battle of Cape Matapan קרב כף מטפן Battle of Cape St Vincent קרב כף סנט וינסנט Battle of Caporetto קרב קפורטו Battle of Carchemish קרב כרכמיש Battle of Carrhae קרב חרן Battle of Chaeronea קרב כירונאה Battle of Chalagan קרב צ'אלר'אן Battle of Chaldiran קרב צ'לדיראן Battle of Charleroi קרב שרלרואה Battle of Chelenqo קרב צ'לנקו Battle of Chesma קרב צ'סמה Battle of Chios קרב כיוס Battle of Chmielnik קרב חמלניק Battle of Cissa קרב קיסה Battle of Cnidus קרב קנידוס Battle of Copenhagen קרב קופנהגן Battle of Corinth קרב קורינתוס Battle of Coronea קרב קורונאה Battle of Coronel קרב קורונל Battle of Corupedium קרב קורופדיום Battle of Cowpens קרב קאופנס Battle of Cresson קרב קרסון Battle of Crete הקרב על כרתים Battle of Culloden קרב קלודן Battle of Cumae קרב קומאי Battle of Cynoscephalae קרב קינוסקאפאלאי Battle of Cyzicus קרב קיזיקוס Battle of Dakar הקרב על דקר Battle of Dandanaqan קרב דנדאנקאן Battle of Dertosa קרב דרטוסה Battle of Didgori קרב דידגורי Battle of Dien Bien Phu קרב דיין ביין פו Battle of Digomi קרב דיר'ומי Battle of Doberdò קרב דוברדו Battle of Dobro Pole קרב דוברו פולה Battle of Dogali קרב דוגאלי Battle of Dogger Bank קרב שרטון דוגר Battle of Doiran קרב דויראן השלישי Battle of Doiran קרב דויראן השני Battle of Drepana קרב דרפאנה Battle of Dresden קרב דרזדן Battle of Dublin קרב דבלין Battle of Ebro River קרב הנהר היברוס Battle of Edson's Ridge קרב רכס אדסון Battle of Elasa קרב אלעשה Battle of Elsenborn Ridge קרב רכס אלסנבורן Battle of Embabo קרב אמבבו Battle of Emmaus קרב אמאוס Battle of Eniwetok קרב אניווטוק Battle of Erzincan קרב ארזינג'אן Battle of Fariskur קרב פארסכור Battle of Finta קרב פינטה Battle of Flodden קרב פלודן Battle of Focșani קרב פוקשאן Battle of Fort Sumter קרב פורט סאמטר Battle of France המערכה על צרפת ועל ארצות השפלה Battle of France קטגוריה:המערכה על צרפת Battle of Fredericksburg קרב פרדריקסברג Battle of Freiburg קרב פרייבורג Battle of Friedland קרב פרידלנד Battle of Gabon הקרב על גבון Battle of Galicia קרב גליציה Battle of Gallabat קרב מטמה Battle of Gangut קרב גנגוט Battle of Garni קרב גארני Battle of Gaugamela קרב גאוגמלה Battle of Gaza קרב עזה Battle of Gazala קרב גזאלה Battle of Gergovia המצור על גרגוביה Battle of Geronium קרב גרוניום Battle of Gettysburg קרב גטיסברג Battle of Gibeah פילגש בגבעה Battle of Glorieta Pass הקרב במעבר גלורייטה Battle of Grand Couronné קרב גראן קורונה Battle of Greece המערכה על יוון Battle of Grobnik Field קרב שדה גרובניק Battle of Groningen קרב חרונינגן Battle of Grumentum קרב גרומנטום Battle of Grunwald קרב גרונוולד Battle of Guadalete קרב גואדאלטה Battle of Guam הקרב על גואם Battle of Gumbinnen קרב גומבינן Battle of Haifa הקרב על חיפה Battle of Haifa כיבוש חיפה במלחמת העולם הראשונה Battle of Halen קרב האלן Battle of Hampton Roads קרב המפטון רודס Battle of Hastings קרב הייסטינגס Battle of Hattin קרב קרני חיטין Battle of Heligoland Bight קרב מפרץ הלגולנד Battle of Highbury קרב הייבורי Battle of Himera קרב הימרה Battle of Hong Kong קרב הונג קונג Battle of Hürtgen Forest הקרב על יער הורטגן Battle of Ia Drang קרב יה דראנג Battle of Ipsus קרב איפסוס Battle of Iquique קרב איקיקה Battle of Isandlwana קרב איסאנדלוואנה Battle of Ismailia קרב מתחם אורחה Battle of Issus קרב איסוס Battle of Iwo Jima קטגוריה:קרב איוו ג'ימה Battle of Iwo Jima קרב איוו ג'ימה Battle of Jaffa קרב צליחת מעברות הירקון Battle of Jankau קרב ינקאו Battle of Jaxartes קרב יאקסארטס Battle of Jenin הקרב בג'נין 2002 Battle of Jericho כיבוש יריחו Battle of Jerusalem כיבוש ירושלים בידי הבריטים Battle of Jezzine קרב ג'זין Battle of Jiuliancheng קרב ג'יוליאנצ'נג Battle of Jutland קרב יוטלנד Battle of Jüterbog קרב יוטרבוג Battle of Kadesh קרב קדש Battle of Kagul קרב קגול Battle of Karameh פעולת כראמה Battle of Karbala קרב כרבלא Battle of Kasserine Pass קרב מעבר קסרין Battle of Khaybar קרב ח'ייבר Battle of Kiev קרב קייב Battle of Kinburn קרב קינבורן Battle of Kleidion קרב בלאסיצה Battle of Klushino קרב קלושינו Battle of Komarów קרב קומרוב Battle of Kosovo קרב קוסובו Battle of Kowel קרב קובל Battle of Kraśnik קרב קרסניק Battle of Krefeld הקרב על קרפלד Battle of Krtsanisi קרב קרצניסי Battle of Kulikovo קרב קוליקובו Battle of Kursk קרב קורסק Battle of Kwajalein קרב קווג'לין Battle of Königgrätz קרב קניגרץ Battle of Köse Dağ קרב קסדה Battle of La Forbie קרב הירביה Battle of Lade קרב לאדה Battle of Lake Khasan קרב אגם חסן Battle of Lake Regillus קרב רגילוס Battle of Lake Trasimene קרב טראסימנוס Battle of Larga קרב לרגה Battle of Latakia קרב לטקיה Battle of Le Cateau קרב לה קאטו Battle of Lechaeum קרב לכאיון Battle of Legnica קרב ליגניץ Battle of Leipzig קרב לייפציג Battle of Lepanto קרב לפנטו Battle of Lesnaya קרב לסנאיה Battle of Leuctra קרב לאוקטרה Battle of Leyte קרב לייטה Battle of Leyte Gulf קרב מפרץ לייטה Battle of Liaoyang קרב ליאויאנג Battle of Lilybaeum קרב ליליבאום Battle of Lissa קרב ליסה Battle of Liège קרב לייז' Battle of Loos קרב לוס Battle of Lorraine קרב לורן Battle of Lushunkou קרב לושונקואו Battle of Lutter קרב לותר אם ברנברג Battle of Lützen קרב ליצן Battle of Madagascar הקרב על מדגסקר Battle of Magdhaba קרב מגדבה Battle of Magnesia קרב מגנסיה Battle of Maipú קרב מאיפו Battle of Makin קרב מקין Battle of Manila Bay קרב מפרץ מנילה Battle of Manzikert קרב מנזיקרט Battle of Marathon קרב מרתון Battle of Marengo קרב מרנגו Battle of Marj Ayyun קרב מרג' עיון Battle of Marj Dabiq קרב מרג' דאבק Battle of Maroun al-Ras קרב מארון א-ראס Battle of Marsa Talamat קרב מרסא תלמאת Battle of Maysalun קרב מייסלון Battle of Megalopolis קרב מגלופוליס Battle of Megiddo קרב מגידו Battle of Messana קרב מסאנה Battle of Messines קרב מסין Battle of Midway קרב מידוויי Battle of Milazzo קרב מילאי Battle of Milne Bay קרב מפרץ מילן Battle of Mishmar HaEmek קרב משמר העמק Battle of Modlin הקרב על מודלין Battle of Mogadishu קרב מוגדישו Battle of Mohi קרב מוהי Battle of Mohács קרב מוהאץ' Battle of Mons קרב מונס Battle of Mons-en-Pévèle קרב מון-אן-פוול Battle of Monte Cassino הקרב על מונטה קאסינו Battle of Monte Grappa קרב מונטה גראפה Battle of Montgisard קרב גזר Battle of Moon Sound קרב מון סאונד Battle of Moscow הקרב על מוסקבה Battle of Mount Ortigara קרב הר אורטיגרה Battle of Mount Tabor מלחמת סיסרא Battle of Mount Tabor קרב תבור Battle of Mughar Ridge הקרב על גבעות מע'אר Battle of Mukden קרב מוקדן Battle of Mulhouse קרב מילוז Battle of Munda קרב מונדה Battle of Muye קרב מויה Battle of Mycale קרב מיקאלה Battle of Mylae קרב מילאי Battle of Más a Tierra קרב מאס א טיירה Battle of Ménfő קרב מנפו Battle of Măcin קרב מצ'ין Battle of Nablus קרב שכם Battle of Nahāvand קרב נאהוונד Battle of Nancy הקרב על נאנסי Battle of Narva קרב נרבה Battle of Naulochus קרב נאולוכוס Battle of Naupactus קרב נאופקטוס Battle of Navarino קרב נאווארינו Battle of Nazareth קרב מגידו Battle of Nemea קרב נמאה Battle of Nineveh קרב נינווה Battle of Nirim קרב נירים Battle of Nitzanim הקרב על ניצנים Battle of Notium קרב נוטיון Battle of Numistro קרב נומיסטרו Battle of Nördlingen קרב נורדלינגן Battle of Octodurus קרב אוקטודורוס Battle of Okinawa קרב אוקינאווה Battle of Oliwa קרב אוליבה Battle of Omdurman קרב אומדורמאן Battle of Otavi קרב אוטווי Battle of Ourique קרב אוריקה Battle of Panium קרב בניאס Battle of Passchendaele קרב פשנדל Battle of Pavia קרב פאביה Battle of Peleliu הקרב על פלליו Battle of Perryville קרב פריוויל Battle of Pharsalus קרב פרסלוס Battle of Philippi קרב פיליפי Battle of Plassey קרב פלסי Battle of Plataea קרב פלטאיה Battle of Poitiers קרב פואטייה Battle of Pollentia קרב פולנטיה Battle of Poltava קרב פולטבה Battle of Port Arthur קרב פורט ארתור Battle of Portland קרב פורטלנד Battle of Posada קרב פוסאדה Battle of Potidaea קרב פוטידאה Battle of Prague הקרב על פראג Battle of Prokhorovka קרב פרוחורובקה Battle of Pungdo קרב פנגדו Battle of Pydna קרב פידנה Battle of Pylos קרב פילוס Battle of Pyongyang קרב פיונגיאנג Battle of Qala-i-Jangi קרב קאלאי ג'נגי Battle of Qarqar קרב קרקר Battle of Quatre Bras קרב קאטר ברה Battle of Quebec קרב קוויבק Battle of Rabaul קרב רבאול Battle of Rafa קרב רפיח Battle of Rafah קרב רפיח Battle of Ramillies קרב ראמיאי Battle of Ramla קרב רמלה Battle of Raphia קרב רפיח Battle of Rawa קרב רווה Battle of Red Cliffs קרב הצוקים האדומים Battle of Rennell Island קרב האי רנל Battle of Rhium קרב ריון Battle of Rhone Crossing קרב נהר הרון Battle of Richmond קרב ריצ'מונד Battle of Romani קרב רומני Battle of Rorke's Drift קרב רורק'ס דריפט Battle of Rufiji Delta קרב רופיג'י Battle of Rumani Coast קרב רומני Battle of Rymnik קרב רימניק Battle of Sagrajas קרב א-זלאקה Battle of Saint-Mathieu קרב סן מתייה Battle of Saint-Mihiel קרב סן-מייל Battle of Saipan הקרב על סאיפאן Battle of Salamis קרב סלמיס Battle of San Matteo קרב סן מתאו Battle of Sandepu קרב סנדפו Battle of Santiago הקרב על סנטיאגו Battle of Sarikamish קרב סריקמיש Battle of Sarmin קרב תל דנית Battle of Sasireti קרב סאסירתי Battle of Savo Island קרב האי סאבו Battle of Sedan קרב סדאן Battle of Segale קרב סגאלה Battle of Sekigahara קרב סקיגהארה Battle of Seonghwan קרב סונגהוואן Battle of Shaho קרב נהר שאה Battle of Shamkor קרב שמכור Battle of Sharon קרב מגידו Battle of Shiloh קרב שילה Battle of Shirimni קרב שירימני Battle of Shuja'iyya קרב שג'אעיה Battle of Siddim מלחמת ארבעת המלכים את החמישה Battle of Siffin קרב צפין Battle of Singapore קרב סינגפור Battle of Sinop קרב סינופ Battle of Skra-di-Legen קרב סקרה Battle of Sluys קרב סלויס Battle of Smolensk קרב סמולנסק Battle of Solferino קרב סולפרינו Battle of Solway Moss קרב סולווי מוס Battle of St. Quentin קרב סן-קנטן Battle of St. Vith קרב סן וית Battle of Stalingrad קטגוריה:קרב סטלינגרד Battle of Stalingrad קרב סטלינגרד Battle of Stallupönen קרב שטלופנן Battle of Stamford Bridge קרב גשר סטמפורד Battle of Suez קרב העיר סואץ Battle of Sultan Yacoub קרב סולטאן יעקוב Battle of Suthul קרב סותול Battle of Svindax קרב סוונדכס Battle of Sybota קרב סיבוטה Battle of Taejon קרב טג'אן Battle of Taginae קרב טגינאה Battle of Tannenberg קרב טננברג Battle of Taranto קרב טאראנטו Battle of Taranto קרב טארנטום Battle of Tarawa קרב טאראווה Battle of Tassafaronga קרב טספרונגה Battle of Te-li-Ssu קרב טליסו Battle of Thermopylae קרב תרמופילאי Battle of Ticinus קרב טיקינוס Battle of Tinian הקרב על טיניאן Battle of Tippecanoe קרב טיפקאנו Battle of Tora Bora קרב טורה בורה Battle of Toulouse קרב טולוז Battle of Tours קרב טור Battle of Trafalgar קרב טרפלגר Battle of Tsushima קרב צושימה Battle of Tulagi and Gavutu–Tanambogo קרב טולאגי וגווטו-טנמבוגו Battle of Tulkarm הקרב בנחל תרצה Battle of Turtucaia קרב טורטוקאיה Battle of Tuttlingen קרב טוטלינגן Battle of Tyndaris קרב טינדאריס Battle of Uedahara הקרב על אוהדהרה Battle of Uhud קרב אוחוד Battle of Ulm קרב אולם Battle of Uman קרב אומן Battle of Utica קרב אוטיקה Battle of Valmy קרב ואלמי Battle of Varna קרב וארנה Battle of Verdun קרב ורדן Battle of Vienna קרב וינה Battle of Vimy Ridge קרב רכס וימי Battle of Vittorio Veneto קרב ויטוריו ונטו Battle of Voronezh מבצע וורונז'-וורושילובגרד Battle of Vosges קרב ווז' Battle of Wadi Haramia קרב מעלה לבונה Battle of Wake Island קרב האי וייק Battle of Warsaw קרב ורשה Battle of Waterloo קרב ווטרלו Battle of Wau קרב וואו Battle of Wayna Daga קרב ויינה דגה Battle of Weihaiwei קרב ווייהאיוויי Battle of Werben קרב ורבן Battle of Westerplatte קרב וסטרפלאטה Battle of Wofla קרב וופלה Battle of Wolf 359 הקרב בוולף 359 Battle of Wolgast קרב וולגסט Battle of Yad Mordechai קרב יד מרדכי Battle of Yalu River קרב נהר יאלו Battle of Yarmouk קרב הירמוך Battle of Yaunis Khan קרב חאן יונס Battle of Yingkou קרב ניוז'ואנג Battle of Ypres קרבות איפר Battle of Zama קרב זאמה Battle of al-Qādisiyyah קרב אל-קאדסיה Battle of the Aisne הקרב על האן Battle of the Alamo קרב אלמו Battle of the Allia קרב אלייה Battle of the Arar קרב אראר Battle of the Ardennes קרב הארדנים Battle of the Atlantic המערכה באוקיינוס האטלנטי Battle of the Atlantic קטגוריה:זירת האוקיינוס האטלנטי במלחמת העולם השנייה Battle of the Axona קרב אקסונה Battle of the Barents Sea קרב ים ברנץ Battle of the Beaufort הקרב על הבופור Battle of the Bismarck Sea קרב ים ביסמרק Battle of the Bridge קרב גשר Battle of the Bulge הקרב על הבליטה Battle of the Bulge קטגוריה:הקרב על הבליטה Battle of the Camel קרב הגמל Battle of the Canal du Nord קרב קאנאל דו נור Battle of the Catalaunian Plains הקרב במישורים הקטאלונים Battle of the Caucasus הקרב על קווקז Battle of the Chesapeake קרב צ'ספיק Battle of the Chinese Farm קרב החווה הסינית Battle of the Coral Sea קרב ים האלמוגים Battle of the Denmark Strait קרב מצר דנמרק Battle of the Dnieper קרב דנייפר Battle of the Eastern Solomons קרב איי שלמה המזרחיים Battle of the Egadi Islands קרב אייגוסה Battle of the Falkland Islands קרב איי פוקלנד Battle of the Frontiers המערכה על הגבולות Battle of the Golden Spurs קרב דורבנות הזהב Battle of the Granicus קרב גרניקוס Battle of the Gulf of Riga קרב מפרץ ריגה Battle of the Hydaspes קרב הידספס Battle of the Kalka River הקרב על נהר קלקה Battle of the Kerch Peninsula קרב קרץ' Battle of the Kodori Valley פלישת רוסיה לגאורגיה Battle of the Korsun–Cherkassy Pocket קרב קורסון-צ'רקאסי Battle of the Little Bighorn קרב ליטל ביגהורן Battle of the Malacca Strait קרב מצר מלאקה Battle of the Marne הקרב על המארן Battle of the Mediterranean הקרב על הים התיכון Battle of the Metaurus קרב מטאורוס Battle of the Muthul קרב מותול Battle of the Nations קרב האומות Battle of the Neva קרב נייבה Battle of the Nile קרב הנילוס Battle of the Orha compound קרב מתחם אורחה Battle of the Persian Gate קרב השערים הפרסיים Battle of the Philippine Sea קרב ים הפיליפינים Battle of the Piave River קרב הנהר פיאווה Battle of the Pyramids קרב הפירמידות Battle of the River Plate קרב נהר לה פלטה Battle of the Rosebud קרב רוסבד Battle of the Sabis קרב סאביס Battle of the Saintes קרב הקדושים Battle of the Santa Cruz Islands קרב איי סנטה קרוז Battle of the Scheldt קרב שפך הסכלדה Battle of the Silarus קרב סילארוס Battle of the Sinai קרב השריון ב-14 באוקטובר Battle of the Sit River הקרב על נהר סיט Battle of the Solent קרב סולנט Battle of the Somme הקרב על הסום Battle of the Spurs קרב גינגאט Battle of the Tenaru קרב טנרו Battle of the Teutoburg Forest קרב יער טויטובורג Battle of the Trebia קרב טרביה Battle of the Upper Baetis קרב באיטיס Battle of the Vistula River הקרב על הוויסלה Battle of the Weser River קרב נהר הווזר Battle of the Yalu River קרב נהר יאלו Battle of the Yellow Sea קרב הים הצהוב Battle of the Zab קרב הזב Battle of the sexes מלחמת המינים Battle of Åland Islands קרב איי אולנד Battle of Łódź קרב לודז' Battle off Noordhinder Bank הקרב מול נורדהינדר בנק Battle off Texel הקרב מול חוף טסל Battle on the Ice הקרב על הקרח Battlecruiser סיירת מערכה Battlefield Battlefield Battlefield קטגוריה:Battlefield Battlefield 1942 Battlefield 1942 Battlefield 1942: Secret Weapons of WWII Battlefield 1942: Secret Weapons of WWII Battlefield 1942: The Road to Rome Battlefield 1942: The Road to Rome Battlefield 1943 Battlefield 1943 Battlefield 2 Battlefield 2 Battlefield 2142 Battlefield 2142 Battlefield 2: Modern Combat Battlefield 2: Modern Combat Battlefield 3 Battlefield 3 Battlefield 4 Battlefield 4 Battlefield Heroes Battlefield Heroes Battlefield Online Battlefield Online Battlefield Play4Free Battlefield Play4Free Battlefield Vietnam Battlefield Vietnam Battlefield series תבנית:Battlefield Battlefield: Bad Company Battlefield: Bad Company Battlefield: Bad Company 2 Battlefield: Bad Company 2 Battlegroup צוות קרב Battlement שינות Battles קטגוריה:קרבות Battles and operations of World War II קטגוריה:מלחמת העולם השנייה: קרבות Battles and operations of World War II by country קטגוריה:קרבות מלחמת העולם השנייה לפי מדינה Battles and operations of World War II involving Canada קטגוריה:קרבות קנדה במלחמת העולם השנייה Battles and operations of World War II involving France קטגוריה:קרבות צרפת במלחמת העולם השנייה Battles and operations of World War II involving Germany קטגוריה:קרבות גרמניה במלחמת העולם השנייה Battles and operations of World War II involving Japan קטגוריה:קרבות יפן במלחמת העולם השנייה Battles and operations of World War II involving New Zealand קטגוריה:קרבות ניו זילנד במלחמת העולם השנייה Battles and operations of World War II involving Poland קטגוריה:קרבות פולין במלחמת העולם השנייה Battles and operations of the 1948 Arab–Israeli War קטגוריה:מלחמת העצמאות: קרבות Battles and operations of the Eastern Front of World War II קטגוריה:קרבות זירת מזרח אירופה במלחמת העולם השנייה Battles and operations of the Vietnam War קטגוריה:מלחמת וייטנאם: קרבות Battles by country קטגוריה:קרבות לפי מדינה Battles by war קטגוריה:קרבות לפי מלחמות Battles involving Australia קטגוריה:אוסטרליה: קרבות Battles involving Austria קטגוריה:אוסטריה: קרבות Battles involving Belgium קטגוריה:בלגיה: קרבות Battles involving Bulgaria קטגוריה:בולגריה: קרבות Battles involving Canada קטגוריה:קנדה: קרבות Battles involving Chile קטגוריה:צ'ילה: קרבות Battles involving Egypt קטגוריה:מצרים: קרבות Battles involving Ethiopia קטגוריה:אתיופיה: קרבות Battles involving France קטגוריה:צרפת: קרבות Battles involving Georgia קטגוריה:גאורגיה: קרבות Battles involving Germany קטגוריה:גרמניה: קרבות Battles involving Greece קטגוריה:יוון: קרבות Battles involving Hungary קטגוריה:הונגריה: קרבות Battles involving Ireland קטגוריה:אירלנד: קרבות Battles involving Israel קטגוריה:ישראל: קרבות Battles involving Italy קטגוריה:איטליה: קרבות Battles involving Japan קטגוריה:יפן: קרבות Battles involving Jordan קטגוריה:ירדן: קרבות Battles involving Lebanon קטגוריה:לבנון: קרבות Battles involving Luxembourg קטגוריה:לוקסמבורג: קרבות Battles involving Moldavia קטגוריה:קרבות נסיכות מולדובה Battles involving New Zealand קטגוריה:ניו זילנד: קרבות Battles involving Norway קטגוריה:נורווגיה: קרבות Battles involving Poland קטגוריה:פולין: קרבות Battles involving Portugal קטגוריה:פורטוגל: קרבות Battles involving Romania קטגוריה:רומניה: קרבות Battles involving Russia קטגוריה:רוסיה: קרבות Battles involving South Africa קטגוריה:דרום אפריקה: קרבות Battles involving Spain קטגוריה:ספרד: קרבות Battles involving Sweden קטגוריה:שוודיה: קרבות Battles involving Syria קטגוריה:סוריה: קרבות Battles involving Vietnam קטגוריה:וייטנאם: קרבות Battles involving ancient Rome קטגוריה:קרבות רומיים Battles involving the Byzantine Empire קטגוריה:קרבות של צבאות ביזנטיים Battles involving the Mamluks קטגוריה:קרבות של צבאות ממלוכיים Battles involving the Mongols קטגוריה:קרבות של צבאות מונגוליים Battles involving the Netherlands קטגוריה:הולנד: קרבות Battles involving the Ottoman Empire קטגוריה:האימפריה העות'מאנית: קרבות Battles involving the Seljuk Turks קטגוריה:קרבות של צבאות סלג'וקיים Battles involving the Soviet Union קטגוריה:ברית המועצות: קרבות Battles involving the United Kingdom קטגוריה:בריטניה: קרבות Battles involving the United States קטגוריה:ארצות הברית: קרבות Battles of Caesar's Civil War קטגוריה:קרבות מלחמת האזרחים של יוליוס קיסר Battles of Fort Budapest מעוז בודפשט Battles of Khalkhin Gol קרב חלקין גול Battles of Latrun קרבות לטרון Battles of Negba המערכה על נגבה Battles of Saratoga קרב סרטוגה Battles of World War I קטגוריה:מלחמת העולם הראשונה: קרבות Battles of World War I by country קטגוריה:קרבות מלחמת העולם הראשונה לפי מדינה Battles of World War I involving Australia קטגוריה:קרבות אוסטרליה במלחמת העולם הראשונה Battles of World War I involving Austria-Hungary קטגוריה:קרבות אוסטרו-הונגריה במלחמת העולם הראשונה Battles of World War I involving Belgium קטגוריה:קרבות בלגיה במלחמת העולם הראשונה Battles of World War I involving British India קטגוריה:קרבות הודו במלחמת העולם הראשונה Battles of World War I involving Bulgaria קטגוריה:קרבות בולגריה במלחמת העולם הראשונה Battles of World War I involving Canada קטגוריה:קרבות קנדה במלחמת העולם הראשונה Battles of World War I involving France קטגוריה:קרבות צרפת במלחמת העולם הראשונה Battles of World War I involving Germany קטגוריה:קרבות גרמניה במלחמת העולם הראשונה Battles of World War I involving Italy קטגוריה:קרבות איטליה במלחמת העולם הראשונה Battles of World War I involving New Zealand קטגוריה:קרבות ניו זילנד במלחמת העולם הראשונה Battles of World War I involving Romania קטגוריה:קרבות רומניה במלחמת העולם הראשונה Battles of World War I involving Russia קטגוריה:קרבות האימפריה הרוסית במלחמת העולם הראשונה Battles of World War I involving South Africa קטגוריה:קרבות דרום אפריקה במלחמת העולם הראשונה Battles of World War I involving the Ottoman Empire קטגוריה:קרבות האימפריה העות'מאנית במלחמת העולם הראשונה Battles of World War I involving the United Kingdom קטגוריה:קרבות בריטניה במלחמת העולם הראשונה Battles of World War I involving the United States קטגוריה:קרבות ארצות הברית במלחמת העולם הראשונה Battles of World War II involving the United Kingdom קטגוריה:קרבות בריטניה במלחמת העולם השנייה Battles of World War II involving the United States קטגוריה:קרבות ארצות הברית במלחמת העולם השנייה Battles of the 2006 Lebanon War קטגוריה:מלחמת לבנון השנייה: קרבות Battles of the American Civil War קטגוריה:קרבות מלחמת האזרחים האמריקנית Battles of the American Revolutionary War קטגוריה:קרבות מלחמת העצמאות של ארצות הברית Battles of the Crusades קטגוריה:קרבות הצלבנים Battles of the Eastern Front קטגוריה:קרבות החזית המזרחית במלחמת העולם הראשונה Battles of the European Theatre קטגוריה:קרבות הזירה האירופית במלחמת העולם הראשונה Battles of the Gallic Wars קטגוריה:קרבות מלחמת גאליה Battles of the Hundred Years' War קטגוריה:קרבות מלחמת מאה השנים Battles of the Isonzo קרבות הנהר איזונצו Battles of the Italian Front קטגוריה:קרבות איטליה במלחמת העולם הראשונה Battles of the Kinarot Valley קרב עמק הירדן Battles of the Middle Ages קטגוריה:קרבות בימי הביניים Battles of the Middle Eastern Theatre קטגוריה:קרבות הזירה המזרח תיכונית במלחמת העולם הראשונה Battles of the Napoleonic Wars קטגוריה:קרבות המלחמות הנפוליאוניות Battles of the Russo-Japanese War קטגוריה:קרבות במלחמת רוסיה-יפן Battles of the Second Punic War קטגוריה:קרבות המלחמה הפונית השנייה Battles of the Separation Corridor משלטי חוליקאת Battles of the Sinai and Palestine Campaign קטגוריה:קרבות מלחמת העולם הראשונה בארץ ישראל Battles of the Thirty Years' War קטגוריה:קרבות מלחמת שלושים השנים Battles of the Western Front קטגוריה:קרבות החזית המערבית במלחמת העולם הראשונה Battles of the Yom Kippur War קטגוריה:מלחמת יום הכיפורים: קרבות Battleship אוניית מערכה Battleship צוללות Battleship Potemkin אוניית הקרב פוטיומקין Battleship classes קטגוריה:סדרות של אוניות מערכה Battleships קטגוריה:אוניות מערכה Battleships of China קטגוריה:ספינות מלחמה סיניות Battleships of Germany קטגוריה:אוניות מערכה גרמניות Battleships of Japan קטגוריה:ספינות מלחמה יפניות Battleships of the Royal Navy קטגוריה:אוניות מערכה בריטיות Battleships of the United States קטגוריה:אוניות מערכה אמריקניות Battlestar Galactica בטלסטאר גלקטיקה Battlestar Galactica: The Plan בטלסטאר גלקטיקה: התוכנית Battroid משתמש:Battroid Batu Khan באטו חאן Batumi בתומי Batumi קטגוריה:בתומי Batumi Oblast מחוז בתומי Batwoman באטוומן Batya Gur בתיה גור Batzra בצרה Baucau באוקאו Baucau District באוקאו Baud באוד Baudolino באודולינו Baudot code קוד בודו Baudouin of Belgium מלך הבלגים בודואן Bauer באואר Bauhaus באוהאוס Bauhaus קטגוריה:באוהאוס Bauhaus Archive ארכיב הבאוהאוס Bauhaus Center מרכז באוהאוס Bauhin בוהין Bauhinia בוהיניה Baum בוים Bauman באומן Baumgarten באומגרטן Bauru באורו Bauska באוסקה Bautzen באוצן Bauxite בוקסיט Bauyrzhan Momyshuly באורג'ן מומיש-אולי Bava Batra בבא בתרא Bava Kamma בבא קמא Bava Metzia בבא מציעא Bavaria בוואריה Bavaria קטגוריה:בוואריה Bavaria Party מפלגת בוואריה Bavaria Schopfloch שופפלוך Bavarian Radio Symphony Orchestra תזמורת רדיו בוואריה Bavarian Soviet Republic הרפובליקה הסובייטית הבווארית Bavarian State Opera האופרה הממלכתית של בוואריה Bavarian State Orchestra התזמורת הממלכתית של בוואריה Bavarian cream קרם בוואריה Bavarian language בווארית Bavette פסטו Bavli שיכון בבלי Bawean deer אייל קוהל Baxter בקסטר Bay מפרץ Bay cat חתול זהוב בורנאי Bay duiker צביון חום Bay of Bengal מפרץ בנגל Bay of Biscay מפרץ ביסקאיה Bay of Campeche מפרץ קמפצ'ה Bay of Fundy מפרץ פאנדי Bay of Gibraltar מפרץ גיברלטר Bay of Kotor מפרץ קוטור Bay of Pigs Invasion הפלישה למפרץ החזירים Bay of Plenty Region ביי אוף פלנטי Bay of Skaill מפרץ סקייל Bay of Whales מפרץ הלווייתנים BayArena באיי ארנה Bayamo ביאמו Bayan-Ölgii Province באיין-אולגי Bayankhongor באיינחונגור Bayankhongor Province באיינחונגור Bayer באייר Bayer 04 Leverkusen באייר לברקוזן Bayer 04 Leverkusen managers קטגוריה:מאמני באייר לברקוזן Bayer 04 Leverkusen players קטגוריה:כדורגלני באייר לברקוזן Bayer designation ציון באייר Bayes' theorem חוק בייס Bayesian game משחק בייסיאני Bayesian probability הסתברות בייסיאנית Bayeux באייה Bayeux Cathedral קתדרלת באייה Bayeux Commonwealth War Graves Commission Cemetery בית הקברות הצבאי בבאייה Bayeux Tapestry שטיח באייה Bayezid I באיזיט הראשון Bayezid II באיזיט השני Bayit VeGan בית וגן Bayley Scales of Infant Development מבחן ביילי Baynard's Castle טירת ביינארד Bayonet כידון רובה Bayonne באיון Bayreuth ביירוית Bayreuth Festival פסטיבל ביירוית Bayreuth Festspielhaus בית הפסטיבלים של ביירוית Bays קטגוריה:מפרצים Bays by country קטגוריה:מפרצים לפי מדינה Bays of Antarctica קטגוריה:אנטארקטיקה: מפרצים Bays of Argentina קטגוריה:ארגנטינה: מפרצים Bays of Australia קטגוריה:אוסטרליה: מפרצים Bays of California קטגוריה:קליפורניה: מפרצים Bays of Canada קטגוריה:קנדה: מפרצים Bays of Delaware קטגוריה:דלאוור: מפרצים Bays of Denmark קטגוריה:דנמרק: מפרצים Bays of England קטגוריה:אנגליה: מפרצים Bays of Florida קטגוריה:פלורידה: מפרצים Bays of France קטגוריה:צרפת: מפרצים Bays of Germany קטגוריה:גרמניה: מפרצים Bays of Greece קטגוריה:יוון: מפרצים Bays of Greenland קטגוריה:גרינלנד: מפרצים Bays of Italy קטגוריה:איטליה: מפרצים Bays of Japan קטגוריה:יפן: מפרצים Bays of Maryland קטגוריה:מרילנד: מפרצים Bays of New Brunswick קטגוריה:ניו ברנזוויק: מפרצים Bays of New Jersey קטגוריה:ניו ג'רזי: מפרצים Bays of New York קטגוריה:מדינת ניו יורק: מפרצים Bays of New Zealand קטגוריה:ניו זילנד: מפרצים Bays of Nova Scotia קטגוריה:נובה סקוטיה: מפרצים Bays of Nunavut קטגוריה:נונאווט: מפרצים Bays of Russia קטגוריה:רוסיה: מפרצים Bays of Scotland קטגוריה:סקוטלנד: מפרצים Bays of Texas קטגוריה:טקסס: מפרצים Bays of Turkey קטגוריה:טורקיה: מפרצים Bays of Venezuela קטגוריה:ונצואלה: מפרצים Bays of Virginia קטגוריה:וירג'יניה: מפרצים Bays of Wales קטגוריה:ויילס: מפרצים Bays of the Arctic Ocean קטגוריה:מפרצים באוקיינוס הקרח הצפוני Bays of the Baltic Sea קטגוריה:מפרצים בים הבלטי Bays of the Mediterranean קטגוריה:מפרצים בים התיכון Bays of the Philippines קטגוריה:הפיליפינים: מפרצים Bays of the United Kingdom קטגוריה:הממלכה המאוחדת: מפרצים Bays of the United States קטגוריה:ארצות הברית: מפרצים Bayswater בייזווטר Bayt 'Affa בית עפה Bayt 'Itab בית עיטאב Bayt Dajan בית דג'אן Bayt Daras בית דראס Bayt Jibrin בית ג'יברין Bayt Jiz בית ג'יז Bayt Mahsir בית מחסיר Bayt Nabala בית נבאללה Bayt Nattif בית נטיף Bayt Shanna בית שנה Bayt Susin בית סוסין Bayt Thul בית תול Bayterek בייטרק Baywatch משמר המפרץ Bayán באיאן Baz Luhrmann באז לורמן Bazaar באזאר Bazaar of Tabriz הבאזאר בתבריז Bazaleti בזרתי Bazighiyya Shia באזיע'יה Bazilionai בזיליונאי Bazin בזין Bazooka בזוקה Bazooka כח המחץ Bazooka מסטיק בזוקה Bačka Palanka באצ'קה פאלאנקה Bačka Topola באצ'קה טופולה Bački Petrovac באצ'קי פטרובאץ Bačko Petrovo Selo באצ'קו פטרובו סלו Bağlama סאז Baška tablet לוח בשקה Bc Bc Bci2/2D-FT NMRI and Spectroscopy דימות תהודה מגנטית Bdelsanto/sandbox ניסוי בנדורה Bdeogale נמייה עבת זנב Be Б Be Happy Don't Worry Be Happy Don't Worry Be Kind Rewind תריץ אחורה קדימה Be bold ויקיפדיה:היו נועזים בעריכת ערכים Be'er Ganim באר גנים Be'er Milka באר מילכה Be'er Ora באר אורה Be'er Sheva שדה תימן Be'er Sheva fringe-fingered lizard שנונית באר-שבע Be'er Tuvia באר טוביה Be'er Tuvia Regional Council מועצה אזורית באר טוביה Be'er Tuvia Regional Council קטגוריה:מועצה אזורית באר טוביה Be'er Tuvia Regional Council תבנית:מועצה אזורית באר טוביה Be'er Ya'akov באר יעקב Be'er Ya'akov Railway Station תחנת הרכבת באר יעקב Be'eri בארי Be'erot Yitzhak בארות יצחק Be'erotayim בארותיים Be'ezrat Ha'Jam בעזרת הג'אם Be-Bop-A-Lula Be-Bop-A-Lula BeHereNowcover.jpg תמונה:Oasis Be Here Now album cover.jpg BeOS BeOS BeTipul בטיפול Bea Arthur ביאטריס ארתור Bea Miller בי מילר Beach חוף Beach House ביץ' האוס Beach hut ביתן חוף Beach soccer כדורגל חופים Beach soccer קטגוריה:כדורגל חופים Beach soccer players קטגוריה:כדורגלני חופים Beach volleyball כדורעף חופים Beach volleyball קטגוריה:כדורעף חופים Beach volleyball at the Summer Olympics כדורעף חופים במשחקים האולימפיים Beaches חופים Beaches קטגוריה:חופים Beachrock אבן חוף Beacon Press Beacon Press Bead חרוז Beaded lizard לטאת הפנינים Beadwork חריזה Beady Eye Beady Eye Beagle ביגל Beagle מכתש ביגל Beagle Channel תעלת ביגל Beah Richards בי ריצ'רדס Beak מקור Beaked whale לווייתני מקור Beaker החבובות - דמויות#ביקר Beaker כוס כימית Beakman's World עולמו של ביקמן Beal conjecture השערת ביל Beale ciphers חוברת ביל Beam קורה Beam Me Up Scotty Beam Me Up Scotty Beam axle סרן חי Beam splitter מפצל קרניים Beamforming עיצוב אלומה Beamish and Crawford בימיש Bean בין Bean bag chair פוף Bean machine תיבת גלטון Bear דוביים Bear דובים Bear Grylls בר גרילס Bear Island אי הדובים Bear Island ביירנייה Bear dog כלבי דוב Bear in the Big Blue House הדוב בבית הכחול BearCity BearCity Beard זקן Bearded Collie בירדד קולי Bearded lady אישה מזוקנת Bearded reedling שפמתן Bearded seal כלב ים מזוקן Bearded vulture פרס Beardmore Glacier קרחון בירדמור Bearer instrument נייר ערך למוכ"ז Bearing מסב Bears קטגוריה:דוביים Bears' Cave מערת הדובים Bearskin ברסקין Beartooth Mountains הרי ברטות' Beast חיה Beast Boy ביסט בוי Beast and the Harlot Beast and the Harlot Beastie Boys ביסטי בויז Beastie Boys קטגוריה:ביסטי בויז Beasts of the Southern Wild חיות הדרום הפראי Beat Beat Beat פעימה Beat פעמה Beat 'em up משחק מכות Beat Buddha תבנית:משתמש הפרדת הדת מהמדינה Beat Generation דור הביט Beat Generation קטגוריה:דור הביט Beat It Beat It Beatallica ביטאליקה Beatboxing ביטבוקסינג Beate Clausdatter Bille באטה בילה Beate Sirota Gordon ביאטה סירוטה גורדון Beate Uhse-Rotermund ביאטה אוזה Beatification מבורך Beatified people קטגוריה:קדושים נוצרים Beatlemania ביטלמניה Beatles '65 Beatles '65 Beatles for Sale Beatles for Sale Beatrice ביאטריס Beatrice Cenci ביאטריצ'ה צ'נצ'י Beatrice Harrison ביאטריס האריסון Beatrice Straight ביאטריס סטרייט Beatrice Tinsley ביאטריס טינסלי Beatrice Webb ביאטריס וב Beatrix Potter ביאטריקס פוטר Beatrix of the Netherlands מלכת הולנד ביאטריקס Beats International Beats International Beatty ביטי Beatus map מפת ביאטוס Beau Bridges בו ברידג'ס Beau Nash בו נאש Beauce בוס Beaufort אם יש גן עדן Beaufort בופור Beaufort Sea ים בופור Beaufort scale סולם בופורט Beaujolais nouveau בוז'ולה נובו Beaumaris Castle טירת בומריס Beaumont Palace ארמון בומונט Beaune-la-Rolande internment camp מחנה המעצר בון לה רולנד Beautiful Beautiful Beautiful Creatures יצורים יפהפיים Beautiful Eyes Beautiful Eyes Beautiful Liar Beautiful Liar Beautiful Life Beautiful Life Beautiful Monster Beautiful Monster Beautiful People אנשים יפים Beautiful Soul album cover by Jesse McCartney.jpg תמונה:Jesse McCartney Disney Artist Karaoke Series.jpg Beauty יופי Beauty קטגוריה:יופי Beauty & the Beast היפה והחיה Beauty and the Beast היפה והחיה Beauty and the Beast קטגוריה:היפה והחיה Beauty and the Beast: The Enchanted Christmas היפה והחיה 2: חורף קסום Beauty and the Geek היפה והחנון Beauty pageant תחרות יופי Beauty pageant contestants קטגוריה:משתתפות בתחרויות יופי Beauty pageant films קטגוריה:סרטים על תחרויות יופי Beauty pageant winners קטגוריה:זוכות בתחרויות יופי Beauty pageants קטגוריה:תחרויות יופי Beauty pageants in Israel קטגוריה:תחרויות יופי בישראל Beauvais בווה Beauvais Cathedral קתדרלת בווה Beaux Arts Trio שלישיית בוזאר Beaver בונה Beavers קטגוריה:בוניים Beavis and Butt-Head ביוויס ובאטהד Beavis and Butt-Head Do America ביווס ובאטהד דו אמריקה Beba Idelson בבה אידלסון Bebai ben Abaye רב ביבי בר אביי Bebe Neuwirth ביבי ניווירת' Bebe Rexha ביבי רקסה Bebelplatz כיכר בבל Bebeto בבטו Bebo Valdés בבו ולדס Bebop בי בופ Bebop קטגוריה:בי בופ Bebop musicians קטגוריה:נגני בי בופ Bebutov בבוטוב Bebé בבה Because Because Because of That War בגלל המלחמה ההיא Because of You Because Of You Because of You Because of You Because of You Single.PNG קובץ:Because Of You.png Becca Fitzpatrick בקה פיצפטריק Bechara Boutros al-Rahi בשארה א-ראעי Bechara El Khoury בשארה אל-ח'ורי Bechdel test מבחן בקדל Becherovka בחרובקה Bechor-Shalom Sheetrit בכור-שלום שטרית Bechukotai פרשת בחוקותי Beck בק Beck Depression Inventory Beck Depression Inventory Beck albums קטגוריה:אלבומי בק Becker בקר Beckermann בקרמן Beckett בקט Beckford's Tower מגדל בקפורד Becky Griffin בקי גריפין Becky Sharp בקי שארפ Beclean בקליאן Becoming Jane להיות ג'יין Becquerel בקרל Bed מיטה Bed bug פשפש מיטה Bed of nails מיטת מסמרים Bed sheet סדין Bed-In שביתת מיטה Bedding מצעים Bedding קטגוריה:כלי מיטה Bede בדה ונרביליס Bedfordshire בדפורדשייר Bedfordshire קטגוריה:בדפורדשייר Bedfordshire clanger בדפורדשייר קלנגר Bedhead90/sandbox רדוקסיון Bedi Kartlisa בדי כרתליסה Bedikas Chametz בדיקת חמץ Bedknobs and Broomsticks המטה המעופפת Bedolah בדולח Bedouin בדואים Bedouin Israelis קטגוריה:בדואים ישראלים Bedouin groups קטגוריה:שבטים בדואים Bedouin localities in Israel קטגוריה:יישובים בדואיים בישראל Bedouins קטגוריה:בדואים Bedroom חדר שינה Bedroom in Arles חדר שינה בארל Beds קטגוריה:מיטות Bedtime שעת השינה Bedtime Prayers Bedtime Prayers Bedtime Stories Bedtime Stories Bedtime Stories סיפורים לפני השינה Bedtime story סיפור לפני השינה Bedum בדום Bedřich Hrozný בדז'יך הרוזני Bedřich Smetana בדז'יך סמטנה Bee דבורים Bee Gees בי ג'יז Bee Movie כוורת בסרט Bee hummingbird קוליברי זעיר מצוי Bee pollen פולן דבורים Bee-eater שרקרקיים Beech אשור Beech marten דלק הסלעים Beechcraft ביצ'קראפט Beechcraft Bonanza ביצ'קראפט בוננזה Beechcraft King Air קינג אייר Beechcraft Super King Air קינג אייר Beechcraft T-6 Texan II T-6 טקסאן II Beecroft's flying squirrel אנומלור ביקרפוט Beedi בידי Beef בשר בקר Beef Island ביף Beef Stroganoff ביף סטרוגנוף Beef Wellington בקר ולינגטון Beef aging יישון בשר Beef bourguignon ביף בורגיניון Beef cattle בקר לבשר Beef tenderloin פילה Beef tongue לשון Beefcake ביפקייק Beefyt/Transitional fossil מאובן מעבר Beehive הכוורת Beehive כוורת Beehive Cluster צביר הכוורת Beehive Geyser גייזר כוורת הדבורים Beek ביק Beekeeping דבוראות Beekeeping קטגוריה:דבוראות Beelzebub בעל זבוב Beelzebufo קרפדת בילזבופו Beemster בימסטר Beer בירה Beer קטגוריה:בירה Beer Ajam ביר אל-עג'ם Beer Hall Putsch הפוטש במרתף הבירה Beer Sheva Park פארק באר שבע Beer and breweries in Bavaria קטגוריה:בוואריה: מבשלות בירה Beer brands קטגוריה:מותגי בירה Beer festival פסטיבל בירה Beer festivals קטגוריה:פסטיבלי בירה Beer garden גן בירה Beer pong פינג-פונג בירה Beer7 ביר7 Beeri בארי Beeroth בארות Beerschot AC players קטגוריה:כדורגלני בירסחוט Beersheba באר שבע Beersheba קטגוריה:באר שבע Beersheba Center Railway Station תחנת הרכבת באר שבע מרכז Beersheba IAF Technological College המכללה הטכנולוגית של חיל האוויר Beersheba North Railway Station תחנת הרכבת באר שבע צפון Beersheba Theater תיאטרון באר שבע Beersheba Turkish Railway Station תחנת הרכבת הטורקית Beersheba bus bombings פיגוע ההתאבדות הכפול בבאר שבע Beersheva bus station shooting הפיגוע בתחנה המרכזית בבאר שבע Beer–Lambert law חוק בר-למברט Bees קטגוריה:דבורים Beeston Castle מבצר ביסטון Beeswax דונג דבורים Beethoven קוראים לי בטהובן Beethoven symphonies תבנית:הסימפוניות של בטהובן Beetle חיפושיות Beetle חיפושית Beetlejuice ביטלג'וס Beetles קטגוריה:חיפושיות Beetstra User:Beetstra Beetstra/aspirin אספירין Beetstra/trichloroethylene טריכלורואתילן Beevers–Lipson strip רצועות ביוורס-ליפסון Before Midnight לפני חצות Before Present לפני זמננו Before Stonewall לפני סטונוול Before Sunrise לפני הזריחה Before the Law לפני החוק Begemder בגמדר Beggars Banquet Beggars Banquet Beggars in Spain קבצנים בספרד Begging the question הנחה טעונת הוכחה Beggs בגס Begin בגין Begin Doctrine דוקטרינת בגין Begin Road דרך בגין Beginnings: The Lost Tapes 1988–1991 Beginnings: The Lost Tapes 1988–1991 Begin–Sadat Center for Strategic Studies מרכז בגין-סאדאת למחקרים אסטרטגיים Begonia בגוניה Begriffsschrift כתב מושגים Beguinage הבגינאז'ים הפלמיים Beguines and Beghards בגיניות ובגהרדים Behaalotecha פרשת בהעלותך Behar פרשת בהר Behavior התנהגות Behavior קטגוריה:התנהגות Behavior-driven development פיתוח מונחה התנהגות Behavioral ecology אקולוגיה התנהגותית Behavioral economics כלכלה התנהגותית Behavioral enrichment העשרה סביבתית Behavioral finance קטגוריה:כלכלה התנהגותית Behavioral neuroscience פסיכוביולוגיה Behavioral retargeting ריטרגטינג Behavioralism ביהביורליזם Behaviorism ביהביוריזם Behaviorism קטגוריה:ביהביוריזם Behaviour therapy טיפול התנהגותי Behavioural sciences לימודי מדעי ההתנהגות Behavioural syndromes associated with physiological disturbances and physical factors קטגוריה:תסמונות התנהגותיות הקשורות להפרעות פיזיולוגיות ולגורמים גופניים Behemoth בהמות Behind Closed Doors בדלתיים סגורות Behind Enemy Lines: Colombia מאחורי קווי האויב: קולומביה Behistun Inscription כתובת ביסותון Behr Perlhefter בער שמואל יששכר פרלהפטר Behrang Safari בחראנג ספארי Behçet's disease מחלת בכצ'ט Bei Mir Bistu Shein ביי מיר ביסטו שיין BeiDou Navigation Satellite System BeiDou Beige בז' Beijing בייג'ינג Beijing קטגוריה:בייג'ינג Beijing Capital International Airport נמל התעופה הבינלאומי בייג'ינג קפיטל Beijing Ducks players קטגוריה:כדורסלני בייג'ינג דאקס Beijing Guoan F.C. בייג'ינג גואואן Beijing Guoan players קטגוריה:כדורגלני בייג'ינג גואואן Beijing National Aquatics Center מרכז ענפי ספורט המים הלאומי בייג'ינג Beijing National Indoor Stadium האצטדיון הלאומי המקורה בייג'ינג Beijing National Stadium האצטדיון הלאומי בייג'ינג Beijing National Tennis Center מרכז הטניס של הפארק האולימפי Beijing Olympics אולימפיאדת בייג'ינג Beijing Planning Exhibition Hall מוזיאון תכנון העיר של בייג'ינג Beijing Renhe F.C. players קטגוריה:כדורגלני בייג'ינג רנה Beijing Science and Technology University Gymnasium אולם הספורט של האוניברסיטה למדע וטכנולוגיה של בייג'ינג Beijing Shooting Range Hall אולם המטווח של בייג'ינג Beijing Spring האביב של בייג'ינג Beijing Subway הרכבת התחתית של בייג'ינג Beijing Tongzhou District טונגג'ואו Beijing University of Technology Gymnasium אולם הספורט של האוניברסיטה לטכנולוגיה של בייג'ינג Beijing Zoo גן החיות של בייג'ינג Beilen ביילן Beilin ביילין Beilin-Abu Mazen agreement הבנות ביילין-אבו מאזן Beilinson בילינסון Bein Hazmanim זמן Beinart ביינרט Being John Malkovich להיות ג'ון מלקוביץ' Being There להיות שם Being and Time הוויה וזמן Beipiaosaurus בייפיאוזאור Beira אנטילופת ביירה Beira Patrol הסגר ביירה Beirut ביירות Beirut קטגוריה:ביירות Beirut Governorate ביירות Beirut Martyrs' Square כיכר השהידים Beirut–Rafic Hariri International Airport נמל התעופה הבינלאומי רפיק אל-חרירי Beit Aghion בית אגיון Beit Alfa בית אלפא Beit Ariela ספריית בית אריאלה Beit Arif בית עריף Beit Aryeh-Ofarim בית אריה-עופרים Beit Ben-Yehuda בית בן יהודה#. בית בן יהודה Beit Berl המכללה האקדמית בית ברל Beit Dagan בית דגן Beit David בית דוד Beit Einun בית ענון Beit El בית אל Beit El Synagogue ישיבת המקובלים בית אל Beit El yeshiva ישיבת בית אל Beit Elazari בית אלעזרי Beit Eshel בית אשל Beit Ezra בית עזרא Beit Furik בית פוריכ Beit Gamliel בית גמליאל Beit Guvrin בית גוברין Beit Guvrin National Park בית גוברין - מרשה Beit HaArava בית הערבה Beit HaEmek בית העמק Beit HaGadi בית הגדי Beit HaLevi בית הלוי Beit HaNassi משכן הנשיא Beit HaShalom בית השלום Beit HaShita בית השיטה Beit Hagai בית חגי Beit Hanan בית-חנן Beit Hanania בית חנניה Beit Hanina בית חנינא Beit Hanoun בית חאנון Beit Hashmonai בית חשמונאי Beit Hatfutsot בית התפוצות Beit Herut בית חרות Beit Hilkia בית חלקיה Beit Hillel בית הלל Beit Horon בית חורון Beit Iba בית איבא Beit Iksa בית איכסא Beit Jala בית ג'אלא Beit Jann בית ג'ן Beit Jimal בית ג'מאל Beit Kadima בית קדימה Beit Kahil בית כאחיל Beit Kama בית קמה Beit Keshet בית קשת Beit Lahia בית להיה Beit Lessin Theater תיאטרון בית ליסין Beit Lid בית ליד Beit Lid suicide bombing הפיגוע בצומת בית ליד Beit Liqya בית ליקיא Beit Meir בית מאיר Beit Nehemia בית נחמיה Beit Nekofa בית נקופה Beit Netofa Valley בקעת בית נטופה Beit Nir בית ניר Beit Oren בית אורן Beit Orot ישיבת בית אורות Beit Oved בית עובד Beit Rimon בית רימון Beit Rubinstein בית רובינשטיין Beit Safafa בית צפאפא Beit Sahour בית סאחור Beit She'an בית שאן Beit She'arim בית שערים Beit She'arim National Park בית שערים Beit Shemesh בית שמש Beit Shemesh קטגוריה:בית שמש Beit Shemesh Railway Station תחנת הרכבת בית שמש Beit Shikma בית שקמה Beit Sira בית סירא Beit Sokolov בית העיתונאים על שם סוקולוב Beit Surik בית סוריכ Beit Ummar בית אומר Beit Ur al-Fauqa בית עור אל-פוקא Beit Ur al-Tahta בית עור א-תחתא Beit Uziel בית עוזיאל Beit Wazan בית וזן Beit Yanai בית ינאי Beit Yatir בית יתיר Beit Yehoshua בית יהושע Beit Yehoshua Railway Station תחנת הרכבת בית יהושע Beit Yisrael בית ישראל Beit Yitzhak-Sha'ar Hefer בית יצחק-שער חפר Beit Yonatan בית יהונתן Beit Yosef בית יוסף Beit Zaid בית זייד Beit Zayit בית זית Beit Zera בית זרע Beit Zvi בית צבי Beitar קטגוריה:ארגון ספורט בית"ר Beitar Avraham Be'er Sheva F.C. מועדון ספורט באר שבע Beitar Haifa F.C. בית"ר חיפה Beitar Illit ביתר עילית Beitar Jerusalem B.C. בית"ר ירושלים Beitar Jerusalem F.C. בית"ר ירושלים Beitar Jerusalem F.C. קטגוריה:בית"ר ירושלים Beitar Jerusalem F.C. managers קטגוריה:מאמני בית"ר ירושלים Beitar Jerusalem F.C. players קטגוריה:כדורגלני בית"ר ירושלים Beitar Kfar Saba F.C. בית"ר כפר סבא Beitar Kfar Saba F.C. players קטגוריה:כדורגלני בית"ר כפר סבא Beitar Nes Tubruk F.C. בית"ר טוברוק Beitar Nes Tubruk F.C. players קטגוריה:כדורגלני בית"ר טוברוק Beitar Ramla F.C. בית"ר רמלה Beitar Tel Aviv F.C. בית"ר תל אביב Beitar Tel Aviv F.C. קטגוריה:בית"ר תל אביב Beitar Tel Aviv F.C. players קטגוריה:כדורגלני בית"ר תל אביב Beitar Tel Aviv Ramla F.C. בית"ר תל אביב רמלה Beitar Tel Aviv Ramla F.C. players קטגוריה:כדורגלני בית"ר תל אביב רמלה Beitin ביתין Beitunia ביתוניא Beitza מסכת ביצה Beji Caid Essebsi אל-באג'י א-סבסי Beka'ot בקעות Bekasi בקאסי Bekishe קפוטה Beko'a בקוע Bektashi Order בקטשיה Bel Air בל אייר Bel Kaufman בל קאופמן Bel and the Dragon בל והתנין Bel canto בל קנטו Bel-bani בל-באני Bel-ibni בל-איבני BelAZ BelAZ Bela Lugosi בלה לוגוסי Belait District בלייט Belarus בלארוס Belarus קטגוריה:בלארוס Belarus Brest ברסט Belarus Brest קטגוריה:בריסק Belarus Ilya איליה Belarus Kosava קוסובה Belarus Lunna לונה Belarus Lyuban ליובאן Belarus Mir מיר Belarus Molchad מייצ'ט Belarus at the Olympics בלארוס במשחקים האולימפיים Belarus at the Paralympics בלארוס במשחקים הפאראלימפיים Belarus in the Eurovision Song Contest בלארוס באירוויזיון Belarus international footballers קטגוריה:כדורגלני נבחרת בלארוס Belarus national basketball team נבחרת בלארוס בכדורסל Belarus national football team נבחרת בלארוס בכדורגל Belarus templates קטגוריה:תבניות ניווט - בלארוס Belarusian Cup הגביע הבלארוסי Belarusian Jews קטגוריה:יהודים בלארוסים Belarusian Premier League ליגת העל הבלארוסית Belarusian chess players קטגוריה:שחמטאים בלארוסים Belarusian clergy קטגוריה:אנשי דת בלארוסים Belarusian cuisine המטבח הבלארוסי Belarusian culture קטגוריה:בלארוס: תרבות Belarusian football managers קטגוריה:מאמני כדורגל בלארוסים Belarusian footballers קטגוריה:כדורגלנים בלארוסים Belarusian historians קטגוריה:היסטוריונים בלארוסים Belarusian journalists קטגוריה:עיתונאים בלארוסים Belarusian language בלארוסית Belarusian musicians קטגוריה:מוזיקאים בלארוסים Belarusian people קטגוריה:בלארוסים Belarusian politicians קטגוריה:פוליטיקאים בלארוסים Belarusian rabbis קטגוריה:רבנים בלארוסים Belarusian ruble רובל בלארוסי Belarusian singers קטגוריה:זמרים בלארוסים Belarusian sportspeople קטגוריה:ספורטאים בלארוסים Belarusian writers קטגוריה:סופרים בלארוסים Belarus–Iran relations יחסי איראן-בלארוס Belavia בלאביה Belay device אמצעי חיכוך Beled בלד Beleg בלג קותליון Belemnoidea בלמניטים Belenus בלנוס Belfast בלפסט Belfast קטגוריה:בלפסט Belfast Celtic F.C. בלפסט סלטיק Belfius Mons-Hainaut בלפיוס מונס-אנו Belfries of Belgium and France מגדלי הפעמונים של בלגיה וצרפת Belgae בלגים Belgae קטגוריה:בלגים Belgian Antarctic Expedition המשלחת האנטארקטית הבלגית Belgian Armed Forces הכוחות המזוינים של בלגיה Belgian Congo קונגו הבלגית Belgian Cup הגביע הבלגי Belgian Federal Parliament הפרלמנט הפדרלי של בלגיה Belgian First Division תבנית:ליגת העל הבלגית Belgian First Division A ליגת העל הבלגית Belgian Freemasons קטגוריה:בלגים חברי הבונים החופשיים Belgian Jews קטגוריה:יהודים בלגים Belgian Labour Party מפלגת הפועלים הבלגית Belgian Ministers of Justice קטגוריה:שרי המשפטים של בלגיה Belgian Nobel laureates קטגוריה:זוכי פרס נובל בלגים Belgian Revolution המהפכה הבלגית Belgian Righteous Among the Nations קטגוריה:בלגים חסידי אומות העולם Belgian Shepherd רועה בלגי Belgian Super Cup הסופר קאפ הבלגי Belgian UFO wave גל תצפיות העב"מים בבלגיה Belgian actors קטגוריה:שחקני קולנוע וטלוויזיה בלגים Belgian animated television series קטגוריה:סדרות מצוירות בלגיות Belgian artists קטגוריה:אמנים בלגים Belgian astronomers קטגוריה:אסטרונומים בלגים Belgian basketball players קטגוריה:כדורסלנים בלגים Belgian chefs קטגוריה:שפים בלגים Belgian chess players קטגוריה:שחמטאים בלגים Belgian clergy קטגוריה:אנשי דת בלגים Belgian colonial empire האימפריה הבלגית Belgian composers קטגוריה:מלחינים בלגים Belgian conductors קטגוריה:מנצחים בלגים Belgian cuisine המטבח הבלגי Belgian cuisine קטגוריה:המטבח הבלגי Belgian culture קטגוריה:בלגיה: תרבות Belgian cyclists קטגוריה:רוכבי אופניים בלגים Belgian dramatists and playwrights קטגוריה:מחזאים בלגים Belgian female models קטגוריה:דוגמניות בלגיות Belgian female tennis players קטגוריה:טניסאיות בלגיות Belgian film directors קטגוריה:במאי קולנוע בלגים Belgian film producers קטגוריה:מפיקי קולנוע בלגים Belgian films קטגוריה:סרטים בלגיים Belgian football defender stubs קטגוריה:מגני כדורגל בלגים Belgian football forward stubs קטגוריה:חלוצי כדורגל בלגים Belgian football goalkeeper stubs קטגוריה:שוערי כדורגל בלגים Belgian football managers קטגוריה:מאמני כדורגל בלגים Belgian football midfielder stubs קטגוריה:קשרי כדורגל בלגים Belgian footballers קטגוריה:כדורגלנים בלגים Belgian franc פרנק בלגי Belgian guitarists קטגוריה:גיטריסטים בלגים Belgian horse סוס בלגי Belgian inventions קטגוריה:בלגיה: המצאות Belgian literary theorists קטגוריה:חוקרי ספרות בלגים Belgian literature ספרות בלגית Belgian literature קטגוריה:ספרות בלגית Belgian mathematicians קטגוריה:מתמטיקאים בלגים Belgian military personnel קטגוריה:אנשי צבא בלגים Belgian monarchs קטגוריה:מלכי בלגיה Belgian music קטגוריה:מוזיקה בלגית Belgian musical groups קטגוריה:להקות בלגיות Belgian musicians קטגוריה:מוזיקאים בלגים Belgian nobility קטגוריה:אצולה בלגית Belgian painters קטגוריה:ציירים בלגים Belgian people קטגוריה:בלגים Belgian people by occupation קטגוריה:בלגים לפי מקצוע Belgian people of World War I קטגוריה:בלגים במלחמת העולם הראשונה Belgian people of World War II קטגוריה:בלגים במלחמת העולם השנייה Belgian philosophers קטגוריה:פילוסופים בלגים Belgian physicians קטגוריה:רופאים בלגים Belgian poets קטגוריה:משוררים בלגים Belgian politicians קטגוריה:פוליטיקאים בלגים Belgian rabbis קטגוריה:רבנים בלגים Belgian scientists קטגוריה:מדענים בלגים Belgian screenwriters קטגוריה:תסריטאים בלגים Belgian sculptors קטגוריה:פסלים בלגים Belgian singers קטגוריה:זמרים בלגים Belgian society קטגוריה:בלגיה: דמוגרפיה Belgian sportspeople קטגוריה:ספורטאים בלגים Belgian swimmers קטגוריה:שחיינים בלגים Belgian tennis players קטגוריה:טניסאים בלגים Belgian violinists קטגוריה:כנרים בלגים Belgian water polo players קטגוריה:שחקני כדורמים בלגים Belgian writers קטגוריה:סופרים בלגים Belgium בלגיה Belgium קטגוריה:בלגיה Belgium Davis Cup team נבחרת גביע דייוויס של בלגיה Belgium Spa ספא Belgium Waterloo ווטרלו Belgium at the Olympics בלגיה במשחקים האולימפיים Belgium in World War I בלגיה במלחמת העולם הראשונה Belgium in World War I קטגוריה:בלגיה במלחמת העולם הראשונה Belgium in World War II קטגוריה:בלגיה במלחמת העולם השנייה Belgium in the Eurovision Song Contest בלגיה באירוויזיון Belgium international footballers קטגוריה:כדורגלני נבחרת בלגיה Belgium location map templates קטגוריה:תבניות מיפוי לפי מדינות: בלגיה Belgium national basketball team נבחרת בלגיה בכדורסל Belgium national football team נבחרת בלגיה בכדורגל Belgium national football team managers קטגוריה:מאמני נבחרת בלגיה בכדורגל Belgium national football team navigational boxes קטגוריה:סגלי נבחרת בלגיה בכדורגל Belgium national under-21 football team נבחרת בלגיה בכדורגל עד גיל 21 Belgium squad 1982 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 1982 Belgium squad 1986 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 1986 Belgium squad 1990 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 1990 Belgium squad 1994 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 1994 Belgium squad 1998 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 1998 Belgium squad 2002 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 2002 Belgium squad 2014 FIFA World Cup תבנית:נבחרת בלגיה במונדיאל 2014 Belgium squad UEFA Euro 1984 תבנית:נבחרת בלגיה ביורו 1984 Belgium squad UEFA Euro 2000 תבנית:נבחרת בלגיה ביורו 2000 Belgium squad UEFA Euro 2016 תבנית:נבחרת בלגיה ביורו 2016 Belgium stubs קטגוריה:קצרמר בלגיה Belgium templates קטגוריה:תבניות ניווט - בלגיה Belgium women's national football team נבחרת בלגיה בכדורגל נשים Belgium–Israel relations יחסי בלגיה-ישראל Belgorod בלגורוד Belgorod Oblast בלגורוד Belgrade בלגרד Belgrade קטגוריה:בלגרד Belgrade Theatre תיאטרון בלגרייד Belgrano בלגראנו Belgrave Edward Sutton Ninnis אדוארד ניניס Belgravia בלגרביה Belial בליעל Belief אמונה Belief קטגוריה:רוחניות ואמונה Believe Believe Belinda Carlisle בלינדה קרלייל Belinda Peregrín בלינדה פרגרין סצ'ואל Belinus בלינוס Belisama בליסאמה Belisario Betancur בליסריו בטנקור Belisarius בליסאריוס Belisha beacon משואת בלישה Belize בליז Belize קטגוריה:בליז Belize Barrier Reef מערכת שוניות המחסום בבליז Belize City בליז סיטי Belize Punta Gorda פונטה גורדה Belize San Ignacio סן איגנסיו Belize at the Olympics בליז במשחקים האולימפיים Belize national football team נבחרת בליז בכדורגל Belizean people קטגוריה:בליזים Belizean politicians קטגוריה:פוליטיקאים בליזים Belkin בלקין Bell בל Bell פעמון Bell 206 בל 206 Bell 212 בל 212 Bell 47 בל 47 Bell AH-1 Cobra AH-1 קוברה Bell Boeing V-22 Osprey בל-בואינג V-22 Bell Helicopter בל הליקופטר Bell UH-1 Iroquois בל UH-1 Bell X-1 בל X-1 Bell X-14 X-14 Bell X-16 X-16 Bell X-2 X-2 סטארבסטר Bell X-22 בל X-22 Bell X-5 X-5 Bell X-9 Shrike X-9 שרייק Bell hooks בל הוקס Bell state מצב בל Bell tower מגדל פעמונים Bell towers קטגוריה:מגדלי פעמונים Bell's hinge-back tortoise צב בל מפריק Bell's palsy שיתוק על שם בל Bell's theorem משפט בל Bella בלה Bella Abzug בלה אבצוג Bella Akhmadulina בלה אחמדולינה Bella Donna בלה דונה בודרו Bella Heathcote בלה היתקוט Bella Igla בלה גסר Bella Rosenfeld בלה שאגאל Bella Shteinbuk בלה שטיינבוק Bella Thorne בלה ת'ורן Bella and the Bulldogs בלה והבולדוגס Bellagio בלאג'יו Bellamy בלאמי Bellamy המפקח בלאמי Bellamy Young בלאמי יאנג Bellano בלאנו Bellatrix בלטריקס Belle Air בל אייר Belle Isle אי בל Belle and Sebastian בל וסבסטיאן Belle Époque בל אפוק Bellerophon בלרופון Bellevalia זמזומית Bellevue Palace ארמון בלוו Bellevueplatz בלוופלאץ Bellingshausen Sea ים בלינגסהאוזן Bellini בליני Bellinzona בלינצונה Bellis חיננית Bellis sylvestris חיננית הבתה Bellman בלמן Bellman equation משוואות בלמן Bellman–Ford algorithm אלגוריתם בלמן-פורד Bellona בלונה Bellovaci בלובאקים Bellows מפוח Bells קטגוריה:פעמונים Bellucci בלוצ'י Belluschi בלוצ'י Bellwether המשכוכית Belly chain שרשרת בטן Belly dance מחול מזרחי Belly dancers קטגוריה:רקדניות בטן Belmondo בלמונדו Belmont בלמונט Belmont Bay מפרץ בלמונט Belmont-sur-Lausanne בלמון-סור-לוזאן Belmopan בלמופן Belo Horizonte בלו הוריזונטה Belo Horizonte קטגוריה:בלו הוריזונטה Belo Monte Dam סכר בלו מונטה Belogradchik בלוגראדצ'יק Belogradchik Fortress מצודת בלוגראדצ'יק Beloit College קולג' בלויט Belongingness הצורך בהשתייכות Beloved חמדת Beloyarsk Nuclear Power Station תחנת הכוח הגרעינית בלויארסקי Belper בלפר Belphegor בעל פעור Belshazzar בלשאצר Belshazzar's Feast משתה בלשאצר Belshazzar's feast משתה בלשאצר Belt חגורה Belt שרשיר תחמושת Beluga בלוגה Beluga whale לבנתן Belva Plain בלווה פליין Belvedere בלוודיר Belvedere בלוודרה Belvedere Castle טירת בלוודיר Belvedere auf dem Klausberg הבלוודרה על הקלאוסברג Belvoir Fortress כוכב הירדן Bely Gorod בלי גורוד Belz בלז Belz חסידות בעלז Belz קטגוריה:חסידות בעלז Belz Great Synagogue מרכז עולמי לתורה וחסידות בעלז Belém בלם Belém בלן Belém Tower מגדל בלן Bemeizid שוגג ומזיד Bemidbar פרשת במדבר Ben Ben Ben & Jerry's בן אנד ג'ריס Ben 10 בן 10 Ben Adam בן אדם Ben Affleck בן אפלק Ben Ainslie בן איינסלי Ben Altit בן אלטיט Ben Ami בן עמי Ben Asher בן אשר Ben Barnes בן בארנס Ben Ben Yair בן בן יאיר Ben Bernanke בן ברננקי Ben Binyamin בן בנימין Ben Bitton בן ביטון Ben Bril בן בריל Ben Browder בן בראודר Ben Cardin בן קרדין Ben Carson בן קרסון Ben Chifley בן צ'יפלי Ben Cohen בן כהן Ben Cross בן קרוס Ben Daniels בן דניאלס Ben Davies בן דייוויס Ben Dunkelman בן דונקלמן Ben Elton בן אלטון Ben Ezra Synagogue בית הכנסת בן עזרא Ben Foster בן פוסטר Ben Gazzara בן גזארה Ben Gordon בן גורדון Ben Gurion בן-גוריון Ben Gurion Airport נמל התעופה בן-גוריון Ben Gurion Airport Railway Station תחנת הרכבת נמל התעופה בן-גוריון Ben Hecht בן הכט Ben Helfgott בן הלפגוט Ben Johnson בן ג'ונסון Ben Jonson בן ג'ונסון Ben King בן אי קינג Ben Kingsley בן קינגסלי Ben Luz בן לוז Ben Malka בן מלכה Ben McKenzie בנג'מין מקנזי Ben Meier בן מאייר Ben Miles בן מיילס Ben Moody בן מודי Ben Naphtali משה בן נפתלי Ben Nevis בן נוויס Ben Nicholson בן ניקולסון Ben Reichert בן רייכרט Ben Reilly סקרלט ספיידר Ben Roethlisberger בן רות'ליסברגר Ben Roy Mottelson בן מוטלסון Ben Sahar בן שהר Ben Salomon בן סלומון Ben Sasse בן סאס Ben Shemen בן שמן Ben Shemen Interchange מחלף בן שמן Ben Shemen Youth Village כפר הנוער בן שמן Ben Shenkman בן שנקמן Ben Shlomo Lipman-Heilprin ליפמן היילפרין Ben Simmons בן סימונס Ben Stein בן שטיין Ben Stiller בן סטילר Ben Turjeman בן תורג'מן Ben Uri Gallery גלריית בן אורי Ben Urich בן יוריק Ben Vehava בן והבה Ben Wa balls כדורים סינים Ben Wallace בן וולאס Ben Webster בן ובסטר Ben Weider בן וידר Ben Whishaw בן וישו Ben Wildman-Tobriner בנג'מין ויילדמן-טוברינר Ben Yehuda Street רחוב בן יהודה Ben Yehuda Street bombings הפיגוע ברחוב בן יהודה Ben Zakai בן זכאי Ben Zion Abba Shaul בן-ציון אבא-שאול Ben Zion Aryeh Leibish Halberstam בן-ציון אריה לייבוש הלברשטאם Ben Zion Halberstam בן ציון הלברשטאם Ben-Aharon בן אהרן Ben-Ami בן עמי Ben-Ari בן ארי Ben-David בן דוד Ben-Dror Yemini בן-דרור ימיני Ben-Gurion -Jabotinsky Agreements הסכמי בן-גוריון - ז'בוטינסקי Ben-Gurion House בית בן-גוריון Ben-Gurion University of the Negev אוניברסיטת בן-גוריון בנגב Ben-Gurion University of the Negev קטגוריה:אוניברסיטת בן-גוריון בנגב Ben-Gurion University of the Negev faculty קטגוריה:סגל אוניברסיטת בן-גוריון בנגב Ben-Gurion's Hut צריף בן-גוריון Ben-Hadad I בן-הדד הראשון Ben-Hadad III בן-הדד השלישי Ben-Hur בן חור Ben-Zeev בן זאב Ben-Zion Dinur בן-ציון דינור Ben-Zion Gopstein בנצי גופשטיין Ben-Zion Halfon בן-ציון חלפון Ben-Zion Harel בן-ציון הראל Ben-Zion Keshet בן-ציון קשת Ben-Zion Leitner בן ציון לייטנר Ben-Zion Meir Hai Uziel בן-ציון מאיר חי עוזיאל Ben-Zion Orgad בן-ציון אורגד Ben-Zion Rubin בן-ציון רובין Ben-Zion Sternberg בן-ציון שטרנברג Ben-Zvi בן צבי Ben-hadad בן הדד BenKovitz/Ashkenazi Jewish intelligence הגניוס היהודי BenPhil/Cheetah ברדלס BenQ BenQ BenUrich.png קובץ:BenUrich.png Benadryl בנדריל Benaiah בניהו בן יהוידע Benara הר בנארה Benayoun בניון Benazir Bhutto בנזיר בהוטו Benben בנבן Bench ספסל Benchmark בוחן ביצועים Bend בנד Bend It Like Beckham שחקי אותה כמו בקהאם Benda בנדה BendelacBOT משתמש:BendelacBOT Bender בנדר Bender בנדר בנדינג רודריגז Bender-Gestalt Test מבחן בנדר Bendigo בנדיגו Bending כפיפה Bending moment מומנט כפיפה Bendlerblock בנדלרבלוק Bene Ephraim בני אפרים Bene Israel בני ישראל Beneath the Skin Beneath the Skin Beneath the Wheel מתחת לגלגל Benedetto Croce בנדטו קרוצ'ה Benedetto Marcello בנדטו מרצ'לו Benedict בנדיקט Benedict Anderson בנדיקט אנדרסון Benedict Arnold בנדיקט ארנולד Benedict Cumberbatch בנדיקט קמברבאץ' Benedict Friedlaender בנדיקט פרידלנדר Benedict Gross בנדיקט גרוס Benedict of Aniane בנדיקטוס מאניאן Benedict of Nursia בנדיקטוס מנורסיה Benedictine monastery in Abu Ghosh המנזר הבנדיקטיני באבו גוש Benedictus בנדיקטוס Benedikt Höwedes בנדיקט הובדס Benedikt Livshits בנדיקט ליבשיץ Benefice בנפיקיום Beneficial use זיקת הנאה Benefit concert מופע צדקה Benefit concerts קטגוריה:מופעי צדקה Benefit society גמילות חסדים Benelli M4 Benelli M4 Benelux בנלוקס Benevento בנוונטו Benevolent dictatorship דיקטטור נאור Benešov nad Ploučnicí בנשוב על הפלואוצ'ניצה Benfica בנפיקה Benford's law חוק בנפורד Bengal בנגל Bengal cat חתול בנגלי Bengal florican חובה בנגלית Bengal fox שועל בנגלי Bengal monitor כוח בנגלי Bengal tiger טיגריס בנגלי Bengali בנגלי Bengali Nobel laureates קטגוריה:זוכי פרס נובל הודים Bengali cuisine קטגוריה:המטבח הבנגלי Bengali language בנגלית Benghazi בנגאזי Benh Zeitlin בן צייטלין Benham's top דיסק בנהם Beni Hammad Fort מצודת בני חמאד Beni Hasan קבר בני חסן Beni Mellal בני מלל Beni River בני Beni Virtzberg בני וירצברג Beniamino Gigli בנימינו ג'ילי Benicio del Toro בניסיו דל טורו Benign fibrous histiocytoma דרמטופיברומה Benign neoplasms קטגוריה:גידולים שפירים Benign paroxysmal positional vertigo ורטיגו פרוקסיזמלי פריפרי Benign prostatic hyperplasia הגדלה שפירה של הערמונית Benign tumor גידול שפיר Benigno Aquino בניגנו אקינו Benigno Aquino III בניגנו אקינו Benigno Aquino Jr. בניגנו אקינו הבן Benin בנין Benin קטגוריה:בנין Benin Bronzes ברונזות בנין Benin at the Olympics בנין במשחקים האולימפיים Benin at the Paralympics בנין במשחקים הפאראלימפיים Benin national football team נבחרת בנין בכדורגל Benishangul-Gumuz Region בנישנגול-גומאז Benishangul-Gumuz Region קטגוריה:בנישנגול-גומאז Benishechad~enwiki משתמש:בןאישאחד Benito Garozzo בניטו גארוצו Benito Juárez בניטו חוארס Benito Mussolini בניטו מוסוליני Benito Mussolini קטגוריה:בניטו מוסוליני Benito Stefanelli בניטו סטפנלי Benito Villegas בניטו וילגאס Benitoite בניטואיט Benjamin בנג'מין Benjamin בנימין Benjamin Akzin בנימין אקצין Benjamin Anderson בנג'מין אנדרסון Benjamin Beit-Hallahmi בנימין בית-הלחמי Benjamin Bloom בנג'מין בלום Benjamin Blumenfeld בנימין בלומנפלד Benjamin Brafman בנג'מין ברפמן Benjamin Bratt בנג'מין בראט Benjamin Briggs בנג'מין בריגז Benjamin Britten בנג'מין בריטן Benjamin Brown בנימין בראון Benjamin Burnley בנג'מין ברנלי Benjamin Cardozo בנג'מין קרדוזו Benjamin Constant בנז'מן קונסטן Benjamin Disraeli בנג'מין ד'יזראלי Benjamin Elazari Volcani בנימין אלעזרי-וולקני Benjamin Fain בנימין פיין Benjamin Ferencz בנג'מין פרנץ Benjamin Fondane בנימין פונדויאנו Benjamin Franklin בנג'מין פרנקלין Benjamin Franklin Bridge גשר בנג'מין פרנקלין Benjamin Graham בנג'מין גראהם Benjamin Graham formula המודל של בנג'מין גראהם Benjamin Halevy בנימין הלוי Benjamin Hallowell Carew בנג'מין הלוול קארו Benjamin Harrison בנג'מין הריסון Benjamin Harrison קטגוריה:בנג'מין הריסון Benjamin Harrison V בנג'מין האריסון Benjamin Harrison administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל בנג'מין הריסון Benjamin Hirsch Auerbach צבי בנימין אוירבך Benjamin Isaac בנימין איזק Benjamin Kahn בנג'מין קאהן Benjamin Kaufman בנג'מין קאופמן Benjamin Kedar בנימין זאב קדר Benjamin Levy בנימין לוי Benjamin Libet בנג'מין ליבט Benjamin Mazar בנימין מזר Benjamin Moore & Co. בנג'מין מור Benjamin Murmelstein בנימין מורמלשטיין Benjamin Nahawandi בנימין אלנהאונדי Benjamin Netanyahu בנימין נתניהו Benjamin Pulleyn בנג'מין פוליין Benjamin Rawitz-Castel בנימין רביץ Benjamin Shapira בנימין שפירא Benjamin Sisko בנג'מין סיסקו Benjamin Spock בנג'מין ספוק Benjamin Stambouli בנז'מן סטאמבולי Benjamin Tammuz בנימין תמוז Benjamin Telem בנימין תלם Benjamin Vautier מארק לואי בנז'מן ווטייה Benjamin Weiss בנימין וייס Benjamin Whitrow בנג'מין ויטרו Benjamin Wolf Löw בנימין וולף לעוו Benjamin Zander בנג'מין זנדר Benjamin Zuskin בנימין זוסקין Benjamin de Rothschild בנז'אמן דה רוטשילד Benjamin of Tudela בנימין מטודלה Benjamín Rojas בנחמין רוחאס Benji Madden בנג'י מאדן Benn בן Bennett בנט Bennett Miller בנט מילר Bennett Park פארק בנט Benni Efrat בני אפרת Benni McCarthy בני מקארתי Benno בנו ממייסן Benno Cohen בנו כהן Benno Elkan בנו אלקן Benno Jacob בנו יעקב Benno Landsberger בנו לנדסברגר Bennu בנו Benny & Joon בני וג'ון Benny Alon בני אלון Benny Andersson בני אנדרסון Benny Begin זאב בנימין בגין Benny Ben Zaken בני בן זקן Benny Benassi בני בנאסי Benny Carter בני קרטר Benny Dagan בני דגן Benny Friedman בני פרידמן Benny Gantz בני גנץ Benny Golson בני גולסון Benny Goodman בני גודמן Benny Hill בני היל Benny Hinn בני הין Benny Landa בני לנדא Benny Leonard בני לאונרד Benny Lévy בני לוי Benny Morris בני מוריס Benny Peled בני פלד Benny Sela בני סלע Benny Shalita בני שליטא Benny Shanon בני שנון Benny Tabak בני טבק Benny Ziffer בני ציפר Benny's Video הווידאו של בני BennyReyesReturned/Hairstyles תסרוקת Beno Eckmann בנו אקמן Beno Udrih בנו אודריך Benois Madonna מדונה בנואה Benoit בנואה Benoit Mandelbrot בנואה מנדלברוט Benoni Defense הגנת בנוני Benoît Angbwa בנואה אנגבווה Benoît Assou-Ekotto בנואה אסו-אקוטו Benoît Cheyrou בנואה שיירו Benoît Costil בנואה קוסטיל Benoît Paul Émile Clapeyron אמיל קלפרון Benque Viejo del Carmen בנקו וייחו דל כרמן Bensen B-8 בנסן B-8 Benson בנסון Bent עקומים Bent Høie בנט הויה Bent Larsen בנט לארסן Bente Kahan בנטה קאהאן Bentiu בנטיו Bentley בנטלי Bentley's paradox פרדוקס בנטלי Bento בנטו Bentogoa/Userboxes/Firefox תבנית:משתמש פיירפוקס Bentonite בנטוניט Bentorite בנתוריט Bentwood כיפוף עץ Bentzi Moshel בנצי מושל Benuski/Archive ארכיון Benvenida Abrabanel בנבנידה אברבנאל Benveniste משפחת בנבנשתי Benvenuto Cellini בנוונוטו צ'ליני Benxi בנשי Beny Alagem בנימין אלג'ם Beny Steinmetz בני שטיינמץ Benyamin Lam בני לם Benzalkonium chloride בנזלקוניום כלוריד Benzene בנזן Benzion Miller בן ציון מילר Benzion Netanyahu בנציון נתניהו Benzion Yadler בן ציון ידלר Benzocaine בנזוקאין Benzodiazepine בנזודיאזפינים Benzodiazepines קטגוריה:בנזודיאזפינים Benzoic acid חומצה בנזואית Benzophenone בנזופנון Benzyl בנזיל Beowulf ביאוולף Bep Voskuijl בפ ווסקאול Beqaa Governorate אל-בקאע Beqaa Governorate קטגוריה:בקאע Beqaa Valley בקאע Beqaa Valley קטגוריה:בקאע Bequia בקיה Ber Borochov דב בר בורוכוב Bera ברע Berakhah ברכה Berakhot מסכת ברכות Beram Kayal בירם כיאל Berane בראן Berat בראט Berber קטגוריה:ברברים Berber Jews יהדות הרי האטלס Berber languages שפות ברבריות Berbera ברברה Berberidaceae ערטניתיים Berberidaceae קטגוריה:ערטניתיים Berberis ברברית Berbers ברברים Bercu ברקו Berdiansk ברדיאנסק Berdychiv ברדיצ'ב Bereavement in Judaism אבלות Bereavement in Judaism קטגוריה:פטירה ואבל ביהדות Berechiah de Nicole ברכיה מניקולא Berechiah ha-Nakdan ברכיה בן נטרונאי הנקדן Berehove ברהובה Bereishit בראשית Berek Joselewicz ברק יוסלביץ' Berekhya ברכיה Berekum Arsenal F.C. ברקום ארסנל Berel Lazar ברל לזר Berel Soloveitchik יוסף דוב הלוי סולובייצ'יק Berel Wein דוב ברל ויין Beren Saat ברן סאאת Berenguier de Palazol ברנגייה מפלאסול Berenice ברניקי Berenice ברניקי סירה Berenice Abbott ברניס אבוט Berenice I of Egypt ברניקי הראשונה Berenice II of Egypt ברניקי השנייה Berenice III of Egypt ברניקי השלישית Berenice IV of Egypt ברניקי הרביעית Berenika Glixman ברניקה גליקסמן Berenson ברנסון Bereshit פרשת בראשית Berestechko ברסטצ'קה Beret כומתה Beretta ברטה Bereza Kartuska prison כלא ברזה קרטוסקה Berezhany בז'ז'ני Berezhnytsia ברז'ניצה Berezina River ברזינה Berezne ברזנה Berezovsky ברזובסקי Berezutski ברזוצקי Berg ברג Bergamo ברגמו Bergamot orange תפוז ברגמוט Bergen ברגן Bergen קטגוריה:ברגן Bergen Philharmonic Orchestra הפילהרמונית של ברגן Bergen-Belsen concentration camp ברגן-בלזן Bergen-Belsen concentration camp קטגוריה:ברגן-בלזן Bergen-Belsen concentration camp prisoners קטגוריה:אסירים במחנה הריכוז ברגן-בלזן Berger ברגר Berger Picard ברגר פיקרד Berghain ברגהיין Berghof ברגהוף Bergius ברגיוס Bergius process תהליך ברגיוס Bergman's bear דוב ברגמן Bergmann's rule כלל ברגמן Bergner ברגנר Bergslagen ברגסלאגן Bergstein ברגשטיין Bergüzar Korel ברגוזאר קורל Beria משתמש:Beria Beriberi בריברי Berimbau בירימבאו Bering ברינג Bering Sea ים ברינג Bering Sea קטגוריה:ים ברינג Bering Strait מצר ברינג Beringer Vineyards כרמי ברינג'ר Berkeley ברקלי Berkeley Software Distribution BSD Berkeley Software Distribution קטגוריה:BSD Berkeley Square כיכר ברקלי Berkeley University of California אוניברסיטת קליפורניה בברקלי Berkeley University of California קטגוריה:אוניברסיטת קליפורניה בברקלי Berkeley alumni University of California קטגוריה:בוגרי אוניברסיטת קליפורניה בברקלי Berkeley faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בברקלי Berkelium ברקליום Berklee College of Music מכללת ברקלי למוזיקה Berklee College of Music faculty קטגוריה:סגל מכללת ברקלי למוזיקה Berkovich ברקוביץ' Berkovitsa ברקוביצה Berkowitz ברקוביץ' Berkshire ברקשייר Berkshire קטגוריה:ברקשייר Berkshire Hathaway ברקשייר האת'אוויי Berkshire Reading רדינג Berkut ברקוט Berl Broder ברל ברודר Berl Katznelson ברל כצנלסון Berl Locker ברל לוקר Berl Repetur ברל רפטור Berlin ברלין Berlin פורטל:ברלין Berlin קטגוריה:ברלין Berlin Alexanderplatz אלכסנדרפלאץ ברלין Berlin Anhalter Bahnhof אנהאלטר באנהוף Berlin Blockade הסגר על ברלין Berlin Brandenburg Airport נמל התעופה הבינלאומי ברלין ברנדנבורג Berlin Cathedral קתדרלת ברלין Berlin City Palace ברלינר שטאטשלוס Berlin Conference ועידת ברלין Berlin Crisis of 1961 משבר ברלין השני Berlin French Cathedral הקתדרלה הצרפתית Berlin Gemäldegalerie גמלדה-גאלרי Berlin Hauptbahnhof ברלין האופטבנהוף Berlin Institute for Advanced Study המכון למחקר מתקדם בברלין Berlin International Film Festival פסטיבל הסרטים הבינלאומי בברלין Berlin Jewish Museum המוזיאון היהודי בברלין Berlin Marathon מרתון ברלין Berlin Modernism Housing Estates שיכוני המגורים המודרניסטיים בברלין Berlin Museum Island תבנית:אי המוזיאונים Berlin Neue Kirche הקתדרלה הגרמנית Berlin New Synagogue בית הכנסת החדש Berlin Ostbahnhof תחנת הרכבת המזרחית של ברלין Berlin Palace of the Republic ארמון הרפובליקה Berlin Philharmonic התזמורת הפילהרמונית של ברלין Berlin Pleiades הפליאדות של ברלין Berlin Radio Symphony Orchestra תזמורת רדיו ברלין Berlin Sportpalast ארמון הספורט Berlin State Library ספריית המדינה בברלין Berlin State Opera האופרה של ברלין Berlin Südkreuz תחנת הרכבת ברלין זידקרויץ Berlin Tegel Airport נמל התעופה ברלין טגל Berlin Tiergarten טירגארטן Berlin U-Bahn הרכבת התחתית של ברלין Berlin University of the Arts האוניברסיטה לאמנויות בברלין Berlin Victory Column עמוד הניצחון של ברלין Berlin Wall חומת ברלין Berlin Wall קטגוריה:חומת ברלין Berlin Zoological Garden גן החיות של ברלין Berlin Zoologischer Garten railway station תחנת הרכבת ברלין גן החיות Berlin-Dahlem Botanical Garden and Botanical Museum הגן הבוטני של ברלין Berlin-Grunewald station תחנת הרכבת גרונוולד Berlin-Marzahn concentration camp מחנה ריכוז ברלין-מרצאן Berlin: Symphony of a Metropolis ברלין: סימפוניה של עיר גדולה Berliner ברלינר Berliner Ensemble ברלינר אנסמבל Berliner FC Dynamo דינמו ברלין Berliner FC Dynamo players קטגוריה:כדורגלני דינמו ברלין Berliner Gramophone ברלינר גרמופון Berliner Tageblatt ברלינר טאגבלאט Berling ברלינג Berlinghieri ברלינגיירי Berlinghiero Berlinghieri ברלינגיירו ברלינגיירי Berlitz Corporation ברליץ Berman ברמן Berman Medical Library הספריה הרפואית ע"ש ברמן Berman's Bakery מאפיית ברמן Bermuda ברמודה Bermuda קטגוריה:ברמודה Bermuda Conference ועידת ברמודה Bermuda Hamilton המילטון Bermuda St. George's סנט ג'ורג'ס Bermuda Triangle משולש ברמודה Bermuda at the Olympics ברמודה במשחקים האולימפיים Bermuda at the Paralympics ברמודה במשחקים הפאראלימפיים Bermuda national football team נבחרת ברמודה בכדורגל Bern ברן Bern קטגוריה:ברן Bern Minster קתדרלת ברן Bern Symphony Orchestra התזמורת הסימפונית של ברן Bernabò Visconti ברנבאו ויסקונטי Bernadette Devlin McAliskey ברנדט דוולין Bernadette Peters ברנדט פיטרס Bernadette Soubirous ברנדט סובירו Bernadotte ברנדוט Bernard ברנאר Bernard ברנרד Bernard Amsalem ברנאר אמסלם Bernard Arnault ברנאר ארנו Bernard Bailyn ברנרד ביילין Bernard Baruch ברנרד ברוך Bernard Berenson ברנרד ברנסון Bernard Bergman יששכר דב ברגמן Bernard Bolzano ברנרד בולצאנו Bernard Brodie ברנארד ברודי Bernard Dubourdieu ברנאר דאבורדייא Bernard Friedberg חיים דב פרידברג Bernard Greenhouse ברנרד גרינהאוס Bernard Gui ברנרדו גי Bernard Haitink ברנרד הייטינק Bernard Hepton ברנרד הפטון Bernard Herrmann ברנרד הרמן Bernard Hill ברנרד היל Bernard Hinault ברנאר אינו Bernard Illowy יששכר בר אילווי Bernard Joy ברנרד ג'וי Bernard Katz ברנרד כץ Bernard King ברנרד קינג Bernard Kouchner ברנאר קושנר Bernard Lacombe ברנאר לקומב Bernard Lama ברנאר לאמה Bernard Lazare ברנאר לזר Bernard Le Bovier de Fontenelle ברנאר דה פונטנל Bernard Lee ברנארד לי Bernard Lewis ברנרד לואיס Bernard Loiseau ברנאר לואזו Bernard Lovell ברנרד לובל Bernard Madoff ברנרד מיידוף Bernard Malamud ברנרד מלמוד Bernard Mandeville ברנרד מנדוויל Bernard Montgomery ברנרד לו מונטגומרי Bernard Parker ברנרד פארקר Bernard Pivot ברנאר פיבו Bernard Reder ברנרד רדר Bernard Revel דוב רבל Bernard Revel Graduate School of Jewish Studies הראל גורדין Bernard Thévenet ברנאר תבנה Bernard Voorhoof ברנרד וורהוף Bernard Werber ברנאר ורבר Bernard Williams ברנארד ויליאמס Bernard of Clairvaux ברנאר מקלרבו Bernard of Menthon ברנאר ממנתון Bernard of Vienne ברנאר מוויין Bernard van Orley ברנרד ואן אורלי Bernard-Henri Lévy ברנאר-אנרי לוי Bernard-Marie Koltès ברנאר-מארי קולטס Bernardino Molinari ברנרדינו מולינרי Bernardino Rivadavia ברנרדינו ריבדביה Bernardino de Sahagún ברנרדינו דה סהגון Bernardino of Siena ברנרדינו מסיינה Bernardo Bertolucci ברנרדו ברטולוצ'י Bernardo Houssay ברנרדו אלברטו הוסיי Bernardo O'Higgins ברנרדו או'היגינס Bernardo Pasquini ברנרדו פאסקוויני Bernardo Pisano ברנרדו פיזאנו Bernardo Rossellino ברנרדו רוסלינו Bernardo Silva ברנרדו סילבה Bernardo Wexler ברנרדו וקסלר Bernard–Soulier syndrome תסמונת ברנאר-סוליה Bernasma/jan25,2011 שינה זעירה Bernau bei Berlin ברנאו שליד ברלין Bernburg ברנבורג Bernd Alois Zimmermann ברנד אלואיס צימרמן Bernd Dreher ברנד דרהר Bernd Dürnberger ברנד דורנברגר Bernd Freytag von Loringhoven ברנד פרייטג פון לורינגהובן Bernd Förster ברנד פורסטר Bernd Hölzenbein ברנד הולצנביין Bernd Leno ברנד לנו Bernd Nickel ברנד ניקל Bernd Schneider ברנד שניידר Bernd Schuster ברנד שוסטר Berne Convention אמנת ברן Bernese Alps האלפים הברניים Bernese Alps קטגוריה:האלפים הברניים Bernese Mountain Dog ברנר זננהונד Berneuse ברנז Bernhard ברנהרד Bernhard Cossmann ברנהרד קוסמן Bernhard Crusell ברנרד קרוסל Bernhard Erasmus von Deroy ברנהרד ארסמוס פון דרואה Bernhard Fleissig ברנהרד פלייסיג Bernhard Gregory ברנהרד גרגורי Bernhard Horwitz ברנהרד הורביץ Bernhard Janeczek ברנהרד יאנצ'ק Bernhard Krüger ברנהרד קריגר Bernhard Lichtenberg ברנהרד ליכטנברג Bernhard Riemann ברנהרד רימן Bernhard Rogge ברנהרד רוגה Bernhard Rust ברנהרד רוסט Bernhard Schlink ברנהרד שלינק Bernhard Sekles ברנהרד זקלס Bernhard Weiß ברנהרד וייס Bernhard Zondek ברנרד צונדק Bernhard von Bülow ברנהרד פון בילוב Bernheim ברנהיים Berni Rodríguez ברני רודריגס Bernice ברניקי Bernicia ממלכת ברניקיה Bernician monarchs קטגוריה:מלכי ברניקיה Bernician monarchs תבנית:מלכי ברניקיה Bernie Mac ברני מק Bernie Sanders ברני סנדרס Bernie Taupin ברני טופין Bernkastel-Kues ברנקסטל-קויז Bernoulli ברנולי Bernoulli distribution התפלגות ברנולי Bernoulli family משפחת ברנולי Bernoulli family tree תבנית:עץ משפחת ברנולי Bernoulli grip אוחז ברנולי Bernoulli number מספרי ברנולי Bernoulli's inequality אי-שוויון ברנולי Bernoulli's principle משוואת ברנולי Bernstein ברנשטיין Bernstein Prize פרס ברנשטיין Bernstein Prize recipients קטגוריה:זוכי פרס ברנשטיין Bernt Zarnowiecki ברנט זרנוביצקי Bernward of Hildesheim ברנווארד מהילדסהיים Berol Prismacolor Berossus ברוסוס Berries קטגוריה:גרגרי יער Berry ברי Berry ענבה Berry פירות יער Berry Gordy ברי גורדי Berry Sakharof ברי סחרוף Berry paradox הפרדוקס של ברי Berry van Aerle ברי ואן ארלה Berry–Esseen theorem משפט ברי-אסן Berserk ברזרק Bershad ברשד Bershka ברשקה Bert Freeman ברט פרימן Bert Hellinger ברט הלינגר Bert McCracken ברט מקראקן Bert Patenaude ברטראנד פייטנוד Bert Trautmann ברט טראוטמן Bert and Ernie אריק ובנץ Bert van Marwijk בארט ואן מרוויק Berta Yampolsky ברטה ימפולסקי Berta Zahourek ברטה זאריק Berta Zuckerkandl ברטה צוקרקנדל Berta people בארטים Bertelsmann ברטלסמן Bertelsmann קטגוריה:תאגיד ברטלסמן Bertelsmann Foundation קרן ברטלסמן Bertelsmann Music Group ברטלסמן מיוזיק גרופ Bertha ברטה Bertha רובימה Bertha Pappenheim ברטה פפנהיים Bertha Urdang ברטה אורדנג Bertha von Suttner ברטה פון זוטנר Berthe Bénichou-Aboulker ברת בנישו-אבולקר Berthe Morisot ברת מוריזו Berthold Auerbach ברתולד אוארבך Berthold Beitz ברתולד בייץ Berthold Englisch ברטולד אנגליש Berthold Goldschmidt ברתולד גולדשמידט Berthold Lasker ברטולד לסקר Berthold Schenk Graf von Stauffenberg ברטהולד שנק גראף פון שטאופנברג Berthold of Calabria ברתולד Berthun of Sussex מלך סאסקס ברתאן Berti Vogts ברטי פוגטס Bertie Ahern ברטי אהרן Bertie Mee ברטי מיי Bertolt Brecht ברטולט ברכט Bertram Ramsay ברטרם רמזי Bertrand ברטראן Bertrand Delanoë ברטראן דלנואה Bertrand Russell ברטראנד ראסל Bertrand Russell קטגוריה:ברטראנד ראסל Bertrand Tavernier ברטראן טברנייה Bertrand Traoré ברטרנד טראורה Bertrand competition מודל ברטראן Bertrand de Jouvenel ברטראן דה ז'ובנל Bertrand paradox הפרדוקס של ברטראן Bertrand's postulate השערת ברטראן Bertrand's theorem משפט ברטראן Bertuccio Valiero ברטוצ'ו ואליירו Berwald ברוולד Berwick Prize פרס ברוויק Beryl בריל Beryl Bainbridge בריל ביינברידג' Beryllium בריליום Bes בס Besa Kavajë בסה קביה Besa machine gun מכונת ירייה בזה 15 מ"מ Besalú בסלו Besançon בזאנסון Besançon RC players קטגוריה:כדורגלני בזאנסון Besarion Gugushvili בסריון גוגושווילי Besart Abdurahimi בסארט עבדורחימי Bescherelle בשרל Beshalach פרשת בשלח Beshankovichy ביישינקוביץ Besiyata Dishmaya בסיעתא דשמיא Beslan בסלאן Beslan school siege משבר בני הערובה בבסלאן Bess Myerson בס מאירסון Bess Truman בס טרומן Bessarabia בסרביה Bessarabian Jews קטגוריה:יהודים מבסרביה Bessel function פונקציית בסל Bessie Abramowitz Hillman בסי אברמוביץ' הילמן Bessie Smith בסי סמית Bessie Thomashefsky בסי טומשבסקי Bessus בסוס Best בסט Best Actor AACTA Award winners קטגוריה:זוכי פרס ACTAA: השחקן הטוב Best Actor Academy Award winners קטגוריה:זוכי אוסקר: השחקן הטוב Best Actor Goya Award winners קטגוריה:זוכי פרס גויה: השחקן הטוב Best Actress AACTA Award winners קטגוריה:זוכי פרס ACTAA: השחקנית הטובה Best Actress Academy Award winners קטגוריה:זוכי אוסקר: השחקנית הטובה Best Actress Goya Award winners קטגוריה:זוכי פרס גויה: השחקנית הטובה Best Adapted Screenplay Academy Award winners קטגוריה:זוכי אוסקר: התסריט המעובד הטוב Best Animated Feature Academy Award winners קטגוריה:זוכי אוסקר: הסרט המונפש הטוב Best Animated Feature Annie Award winners קטגוריה:זוכי פרס אנני - סרטים Best Animated Film Goya Award winners קטגוריה:זוכי פרס גויה: הסרט המונפש הטוב Best Animated Short Academy Award winners קטגוריה:זוכי אוסקר: הסרט המונפש הקצר הטוב Best Art Direction Academy Award winners קטגוריה:זוכי אוסקר: העיצוב האמנותי הטוב Best Cinematographer Academy Award winners קטגוריה:זוכי אוסקר: הצלם הטוב Best Directing Academy Award winners קטגוריה:זוכי אוסקר: הבמאי הטוב Best Director Goya Award winners קטגוריה:זוכי פרס גויה: הבמאי הטוב Best Documentary Feature Academy Award winners קטגוריה:זוכי אוסקר: הסרט התיעודי הטוב Best Documentary Short Subject Academy Award winners קטגוריה:זוכי אוסקר: הסרט התיעודי הקצר הטוב Best Film Editing Academy Award winners קטגוריה:זוכי אוסקר: העריכה הטובה Best Film Goya Award winners קטגוריה:זוכי פרס גויה: הסרט הטוב Best Foreign Language Film Academy Award winners קטגוריה:זוכי אוסקר: הסרט הזר הטוב Best Friends Forever חברים טובים לנצח Best Friends Whenever תמיד ביחד Best Instrumentals Best Instrumentals Best Instrumentals Vol. 2 Best Instrumentals Vol. 2 Best Original Music Score Academy Award winners קטגוריה:זוכי אוסקר: הפסקול הטוב Best Original Screenplay Academy Award winners קטגוריה:זוכי אוסקר: התסריט המקורי הטוב Best Original Song Academy Award winners קטגוריה:זוכי אוסקר: הסרט עם השיר המקורי הטוב Best Original Song Academy Award-winning songs קטגוריה:זוכי אוסקר: השיר המקורי הטוב Best Original Song Academy Award-winning songwriters קטגוריה:זוכי אוסקר: כותבי השיר המקורי הטוב Best Original Song Golden Globe winning songs קטגוריה:זוכי פרס גלובוס הזהב - השיר המקורי הטוב Best Party המפלגה הטובה ביותר Best Picture Academy Award winners קטגוריה:זוכי אוסקר: הסרט הטוב Best Screenplay AACTA International Award winners קטגוריה:זוכי פרס ACTAA: התסריטאי הטוב Best Selection 2010 Best Selection 2010 Best Short Film Academy Award winners קטגוריה:זוכי אוסקר: הסרט הקצר הטוב Best Sound Editing Academy Award winners קטגוריה:זוכי אוסקר: עריכת הקול הטובה Best Sound Mixing Academy Award winners קטגוריה:זוכי אוסקר: הסאונד מיקס הטוב Best Story Academy Award winners קטגוריה:זוכי אוסקר: הסיפור הטוב ביותר Best Supporting Actor AACTA Award winners קטגוריה:זוכי פרס ACTAA: שחקן המשנה הטוב Best Supporting Actor Academy Award winners קטגוריה:זוכי אוסקר: שחקן המשנה הטוב Best Supporting Actor Goya Award winners קטגוריה:זוכי פרס גויה: שחקן המשנה הטוב Best Supporting Actress AACTA Award winners קטגוריה:זוכי פרס ACTAA: שחקנית המשנה הטובה Best Supporting Actress Academy Award winners קטגוריה:זוכי אוסקר: שחקנית המשנה הטובה Best Supporting Actress Goya Award winners קטגוריה:זוכי פרס גויה: שחקנית המשנה הטובה Best Thing I Never Had Best Thing I Never Had Best Visual Effects Academy Award winners קטגוריה:זוכי אוסקר: האפקטים החזותיים הטובים Best Western בסט וסטרן Best interests טובת הילד Best of Eurovision המיטב של האירוויזיון Best response תגובה טובה ביותר Best-effort delivery מאמץ מיטבי Bestiary ספר חיות Bestseller רב-מכר Beta בטא Beta סלק Beta Abraham ביתא אברהם Beta Aurigae מנקלינן Beta Canis Majoris מירזם Beta Carinae מיאפלסידוס Beta Centauri הדר Beta Cephei אלפירק Beta Crucis מימוזה Beta Israel ביתא ישראל Beta Israel קטגוריה:ביתא ישראל Beta Lyrae שליאק Beta Pictoris בטא בכן-ציור Beta Ray Bill בטא ריי ביל Beta Tauri אל-נאת' Beta Ursae Majoris מראק Beta blocker חוסמי בטא Beta cell תאי בטא Beta decay קרינת בטא Beta function פונקציית בטא Beta oxidation חמצון בטא Beta sheet משטח בטא Beta vulgaris סלק Beta-Carotene בטא-קרוטן Beta-lactamase בטא לקטמאז Betar בית"ר Betar ביתר Betar Naval Academy בית הספר הימי בצ'יוויטווקיה Betazoid בטאזואיד Betazoids קטגוריה:מסע בין כוכבים - בטאזואידים Betelgeuse ביטלג'וז Beth Aharon Synagogue בית הכנסת בית אהרן Beth Alpha בית הכנסת בבית אלפא Beth Botsford בת' בוטספורד Beth Cooper I Love You בת' קופר אני אוהב אותך Beth Ditto בת' דיטו Beth Gibbons בת' גיבונס Beth Haim of Ouderkerk aan de Amstel בית חיים Beth Israel בית ישראל Beth Littleford בת' ליטלפורד Beth Medrash Elyon בית מדרש עליון Beth Medrash Govoha ישיבת לייקווד Beth Medrash Govoha קטגוריה:ישיבת לייקווד Beth Medrash Govoha alumni קטגוריה:בוגרי ישיבת לייקווד Beth din בית דין Beth din shel Kohanim בית דין של כהנים Beth midrash בית מדרש Beth number ב Beth-zur בית צור Bethanechol בטאניכול Bethany בית עניה Bethany Hamilton בת'אני המילטון Bethany Joy Lenz בת'אני ג'וי לנז Bethel בית אל Bethel ביתאל Bethel Henry Strousberg בתל הנרי סטרוסברג Bethharan בית הרם Bethlehem בית לחם Bethlehem קטגוריה:בית לחם Bethlehem Artas ארטאס Bethlehem Governorate קטגוריה:נפת בית לחם Bethlehem Steel בית לחם סטיל Bethlehem University אוניברסיטת בית לחם Bethlehem of Galilee בית לחם הגלילית Bethlem Royal Hospital בית החולים בת'לם Bethoron בית חורון Bethphage בית פגי Bethsabée de Rothschild בת שבע דה רוטשילד Bethsaida תל בית צידה Bethuel בתואל Bethóc בת'וק Betim Muço בטים מוצ'ו Betis בטיס Betrayal בגידה Betrayal at Krondor קרונדור Betrothal in a Monastery אירוסין במנזר Betsy Blair בטסי בלייר Betsy Brandt בטסי ברנדט Betsy Jolas בטסי ז'ולאס Betsy Ross בטסי רוס Betta דג קרב Bette Davis בטי דייוויס Bette Midler בט מידלר Bettencourt בטנקור Better Call Saul סמוך על סול Better Dayz Better Dayz Better Place בטר פלייס Better Than Chocolate יותר טוב משוקולד Better.PNG קובץ:FranzFerdinand-youcouldhaveitsomuchbetter.jpg Betti Alver בטי אלוור Bettie Page בטי פייג' Bettina Wiegmann בטינה ויגמן Bettina von Arnim בטינה פון ארנים Bettingen בטינגן Bettino Craxi בטינו קרקסי Betty Blue בטי בלו Betty Boop בטי בופ Betty Carter בטי קרטר Betty Cuthbert בטי קת'ברט Betty Ford בטי פורד Betty Friedan בטי פרידן Betty Garrett בטי גארט Betty Heidler בטי היידלר Betty Mahmoody בטי מחמודי Betty Olivero בטי אוליברו Betty Robinson בטי רובינסון Betty Ross בטי רוס Betty Smith בטי סמית Betty White בטי וייט Betty Williams בטי ויליאמס Betulaceae קטגוריה:שדריים Betulaceae שדריים Between Scylla and Charybdis סקילה וכריבדיס Between the Buttons Between the Buttons Betzefer בצפר Betzefer albums קטגוריה:בצפר Betzet בצת Beurre blanc רוטב חמאה לבנה Beurre noir רוטב חמאה שחורה Beurre noisette חמאת אגוזים Bevacizumab אווסטין Bevan Fransman ביוואן פרנסמן Beverage can פחית Beverage coaster תחתית Beverage companies קטגוריה:יצרני משקאות Beverage companies of Israel קטגוריה:יצרני משקאות ישראלים Beverages קטגוריה:משקאות Beveridge Report דו"ח בוורידג' Beverley Whitfield בוורלי ויטפילד Beverly Cleary בוורלי קלירי Beverly Crusher בוורלי קראשר Beverly D'Angelo בוורלי ד'אנג'לו Beverly Hills Chihuahua הצ'יוואווה מבוורלי הילס Beverly Hills Cop השוטר מבוורלי הילס Beverly Hills Cop קטגוריה:השוטר מבוורלי הילס Beverly Hills Cop II השוטר מבוורלי הילס 2 Beverly Hills Cop III השוטר מבוורלי הילס 3 Beverly Sills בוורלי סילס Bevin Boys נערי בווין Bevis Marks Synagogue בית הכנסת בוויס-מרקס Bevis of Hampton בוויס מהמפטון Beware of Pity קוצר רוחו של הלב Beware of the Car הזהר מהמכונית Bewitched סמנתה Bex בה Bey ביי Beyazid באיזיט Beyazıt Tower מגדל בייאזיט Beyblade בייבלייד Beyle Schaechter-Gottesman בלה שכטר-גוטסמן Beylik of Dulkadir נסיכות דולקדיר Beyoncé Beyoncé Beyoncé ביונסה נואלס Beyoncé קטגוריה:ביונסה נואלס Beyoncé תבנית:ביונסה Beyoncé albums קטגוריה:אלבומי ביונסה נואלס Beyoncé songs קטגוריה:שירי ביונסה נואלס Beyond Appearances Beyond Appearances Beyond Borders הצלה מעבר לגבול Beyond Good and Evil מעבר לטוב ולרוע Beyond Magnetic Beyond Magnetic Beyond the Deepwoods מעבר ליערעבות Beyond the Grave מעבר לקבר Beyond the Sea מעבר לים Beyond the Veil Beyond The Veil Beyond the Walls מאחורי הסורגים Beyond: Two Souls מעבר: שתי נשמות Beyonder מלחמות סודיות Bezalel בצלאל Bezalel בצלאל בן אורי Bezalel Academy of Art and Design קטגוריה:בצלאל Bezalel Academy of Art and Design faculty קטגוריה:סגל בצלאל Bezalel Academy of Arts and Design בצלאל Bezalel Ashkenazi בצלאל אשכנזי Bezalel Narkiss בצלאל נרקיס Bezalel Ronsburg בצלאל רנשבורג Bezalel Smotrich בצלאל סמוטריץ' Bezdan בזדאן Bezeq בזק Bezhin Meadow שדה בז'ין Bezoar בזואר Bezoar ibex יעל בזואר Bečej בצ'יי Bełchatów בלחטוב Bełżec extermination camp בלז'ץ Bełżyce בלז'יצה Beşiktaş J.K. בשיקטש Beşiktaş J.K. footballers קטגוריה:כדורגלני בשיקטש Beşiktaş J.K. managers קטגוריה:מאמני בשיקטש Beşiktaş men's basketball players קטגוריה:כדורסלני בשיקטש Bg icon תבנית:בולגרית Bgbot משתמש:Bgbot Bgwiki15/sandbox אינטראקציה סימבולית Bhadralok בהדרהלוק Bhagavad Gita בהגווד גיטא Bhakti movement בהקטי Bhamdoun בחמדון Bhangra באנגרה Bharal כבש כחול מצוי Bharat Earth Movers BEML Bharat Heavy Electricals תעשיות חשמל כבדות בהראט Bharatiya Janata Party מפלגת העם ההודית Bharel משתמש:bharel Bharrat Jagdeo בהרט ג'גדאו Bhavacakra גלגל Bhisho בישו Bhopal בופאל Bhopal קטגוריה:בופאל Bhopal disaster אסון בופאל Bhubaneswar בובנשוואר Bhumibol Adulyadej מלך תאילנד ראמה התשיעי Bhutan בהוטן Bhutan קטגוריה:בהוטן Bhutan FA.png קובץ:Bhutan FA.gif Bhutan War מלחמת דואר Bhutan at the Olympics בהוטן במשחקים האולימפיים Bhutan national football team נבחרת בהוטן בכדורגל Bhutan takin טאקין בהוטני Bhutanese monarchs קטגוריה:מלכי בהוטן Bhutanese monarchy קטגוריה:המלוכה הבהוטנית Bhutanese people קטגוריה:בהוטנים Bhuvan Bhuvan Bhxho משתמש:bhxho Bi Sheng בי שנג Bi the Way Bi the Way Bi'ina בענה Bi-directional text אלגוריתם דו-כיווניות של יוניקוד BiHero משתמש:BiHero Bia ביה Biafra ביאפרה Biafran pound לירה ביאפרית Biala חסידות ביאלא Bialik ביאליק Bialik House בית ביאליק Bialik Institute מוסד ביאליק Bialik Prize פרס ביאליק Bialik Prize recipients קטגוריה:זוכי פרס ביאליק Bialy ביאלי Bianca Balti ביאנקה בלטי Bianca Ryan ביאנקה רייאן Bianhua שינוי Biaroza raion Sialiec סלץ Biarritz ביאריץ Biarum אחילוף Bias הטיה Bias נטאי Bias קטגוריה:נטאי Bias of Priene ביאס Biasing ממתח Biathletes קטגוריה:ביאתלטים Biathlon ביאתלון Biała ביאלה Biała Podlaska ביאלא פודולסק Biała Rawska ביאלה ראווסקה Białobrzegi ביאלובז'גי Białowieża Forest ביאלובייסקה Białystok ביאליסטוק Białystok קטגוריה:ביאליסטוק Białystok Ghetto גטו ביאליסטוק Białystok Ghetto קטגוריה:גטו ביאליסטוק Białystok Ghetto inmates קטגוריה:אסירים בגטו ביאליסטוק Bibas ביבאס Bibi ביבי Bibiana Aído ביביאנה אאידו Bibiana Fernández ביביאנה פרננדס Bibiana Steinhaus ביביאנה שטיינהאוס Bible ביבליה Bible ספר:התנ"ך Bible פורטל:תנ"ך Bible Belt חגורת התנ"ך Bible Lands Museum מוזיאון ארצות המקרא ירושלים Bible code דילוגי אותיות בתורה Bible commentators קטגוריה:פרשני המקרא Bible prophecy הנבואה הקלאסית בישראל Bible translations תרגומי התנ"ך Bible translations into Arabic תרגומי המקרא לערבית Bible translators קטגוריה:מתרגמי התנ"ך Bible versions and translations קטגוריה:מהדורות ותרגומים של התנ"ך Biblesource תבנית:תנ"ך Biblical Elam עילם Biblical Hebrew עברית מקראית Biblical Hittites החתים במקרא Biblical Magi שלושת האמגושים Biblical Mount Sinai הר סיני Biblical Museum of Natural History מוזיאון הטבע התנ"כי Biblical and Talmudic units of measurement שיעורים ומשקלות בהלכה רשימת מידות Biblical archaeology ארכאולוגיה מקראית Biblical archaeology קטגוריה:ארכאולוגיה מקראית Biblical archaeology school ארכאולוגיה מקראית Biblical art קטגוריה:המקרא בתרבות ובאמנות Biblical canon קאנוניזציה Biblical commentaries קטגוריה:פירושי התנ"ך Biblical criticism ביקורת המקרא Biblical criticism קטגוריה:ביקורת המקרא Biblical dreams and visions קטגוריה:חלומות במקרא Biblical exegesis קטגוריה:פרשנות המקרא Biblical judges תקופת השופטים Biblical murder victims קטגוריה:קורבנות רצח בתנ"ך Biblical phrases קטגוריה:אמרות תנ"כיות Biblical sandals סנדלים תנ"כיים Biblical scholars קטגוריה:חוקרי מקרא Biblical studies קטגוריה:חקר המקרא Bibliographers קטגוריה:ביבליוגרפים Bibliographers of Hebrew literature קטגוריה:ביבליוגרפים עבריים Bibliographic databases and indexes קטגוריה:מאגרי מידע ביבליוגרפיים Bibliographic record רשומה ביבליוגרפית Bibliographies by writer קטגוריה:רשימות ביבליוגרפיות Bibliography ביבליוגרפיה Bibliography קטגוריה:ביבליוגרפיה Bibliomania ביבליומאניה Bibliometrics ביבליומטריקה Bibliophiles קטגוריה:אספני ספרים Bibliophilia ביבליופיליה Biblioteca Ambrosiana הספרייה האמברוזיאנית Biblioteca Nacional de España הספרייה הלאומית של ספרד Biblioteca Nazionale Centrale di Roma הספרייה הלאומית המרכזית של רומא Biblioteca Vasconcelos ספריית וסקונסלוס Bibliotequa אתר מורשת עולמית Bibliotheca ביבליותקה Bibliotheca Alexandrina ביבליותיקה אלכסנדרינה Bibliotheca historica ביבליותקה היסטוריקה Bibliotherapy ביבליותרפיה Bibliothèque nationale de France הספרייה הלאומית של צרפת Bibliothèque nationale de France collections קטגוריה:הספרייה הלאומית של צרפת Bibracte ביבראקטה Bibras Natkho ביברס נאתכו Bibrka בוברקה Bicarbonate ביקרבונט Bicentennial Man איש המאתיים Biceps שריר הזרוע הדו-ראשי Biceps femoris muscle שריר הירך הדו-ראשי Bichon Frise בישון פריזה Bicinium ביציניום Bicolored shrew חדף לבן שיניים Bicuspid aortic valve מסתם ותיני דו-פסיגי Bicycle אופניים Bicycle Thieves גונבי האופניים Bicycle Wheel גלגל אופניים Bicycle frame שילדת אופניים Bicycle gearing הילוכים Bicycle infantry שימוש מלחמתי באופניים Bicycle kick בעיטת מספריים Bicycle parking rack חנייה לאופניים Bicycle wheel גלגל Bicycle-sharing system שיתוף אופניים Bicêtre Hospital ביסטר Biden ביידן Bidental consonant עיצורים בידנטיים Bidet בידה Bidi Bidi Bom Bom בידי בידי בום בום Bids for the 2012 Summer Olympics המכרז האולימפי 2012 Bids for the 2016 Summer Olympics המכרז האולימפי 2016 Bids for the 2020 Summer Olympics המכרז האולימפי 2020 Bidvest Wits F.C. players קטגוריה:כדורגלני בידווסט ויטס Bidzina Ivanishvili בידזינה איוואנישווילי Biecz בייץ' Biefeld–Brown effect אפקט ביפלד-בראון Biel/Bienne ביל/ביין Bielawa ביילבה Bielecki בילצקי Bielefeld בילפלד Biella ביאלה Bielsk Podlaski ביילסק פודלסקי Bielski ביילסקי Bielski partisans יחידת הפרטיזנים של בלסקי Bielsko-Biała ביילסקו-ביאלה Biennale ביאנלה Biennial plant בוטניקה - מונחים#צורות חיים של צמחים Bienvenue chez les Ch'tis ברוכים הבאים לצפון Bietenhorn ביטנהורן Bietschhorn ביטשהורן Bieżuń בייז'ון Biff Tannen ביף טאנן Biffy Clyro ביפי קליירו Bifonazole ביפונאזול Bifröst ביפרוסט Big ביג Big Bad Wolves מי מפחד מהזאב הרע Big Bang המפץ הגדול Big Bang nucleosynthesis סינתזה גרעינית קדמונית Big Ben ביג בן Big Bend National Park הפארק הלאומי ביג בנד Big Bertha ברטה השמנה Big Bill Broonzy ביג ביל ברונזי Big Bird ציפורת Big Blue Marble ילדים בעולם Big Blue poster 200px.jpg קובץ:Big Blue poster 200px.jpg Big Brother האח הגדול Big Brother קטגוריה:האח הגדול Big Brother קטגוריה:מתחרי האח הגדול Big Buck Bunny ביג באק באני Big Business עסקים גדולים Big City Life Big City Life Big Crunch ההתכווצות הגדולה Big Daddy ביג דדי Big Daddy Kane ביג דדי קיין Big Dam Bridge גשר ביג דם Big East Conference ליגת ביג איסט Big Fat Liar שקרן בריבוע Big Fish סיפורי דגים Big Five תבנית:התזמורות הגדולות של אמריקה Big Five personality traits חמש התכונות הגדולות Big Four accounting firms ביג פור Big Hero 6 6 גיבורים Big Hero 6 ששת הגיבורים הגדולים Big Hole החור הגדול Big Horn County מחוז ביג הורן Big L ביג אל Big Little גדול קטן Big Mac Index מדד ביג מק Big Mama Thornton ביג מאמא ת'ורנטון Big Momma's House ביג מאמא Big Nate נייט הגדול Big O notation סימון אסימפטוטי Big Pun ביג פן Big Rigs: Over the Road Racing Big Rigs: Over the Road Racing Big Sean ביג שון Big Show פול וייט ג'וניור Big Star ביג סטאר Big Thunder Mountain Railroad רכבת הר הרעם הגדול Big Time Rush ביג טיים ראש Big Trouble in Little China צרות גדולות בצ'יינה טאון Big band ביג בנד Big brown bat אפלול אמריקני Big data Big data Big hairy armadillo ארמדיל שעיר הררי Big port Saint Petersburg נמל סנקט פטרבורג Big-headed turtle צב ראשתני Biga Çayı ביגה צ'אי Bigblawbenjr/Personal Sandbox תבנית:ספרות Bigelow Aerospace ביגלו אירוספייס Bigender ביג'נדר Bigfoot ביגפוט Biggie & Tupac ביגי & טופאק Bighorn sheep כבש גדול קרניים Bignoniaceae ביגנוניים Bignoniaceae קטגוריה:ביגנוניים Bigos ביגוס Bigotry צרות אופקים Bigtan בגתן ותרש Bigthan and Teresh בגתן ותרש Bihar ביהר Bihar קטגוריה:ביהר Bihać ביחאץ' Bijbels Museum מוזיאון התנ"ך Bijection פונקציה חד-חד-ערכית ועל Bijeljina ביילינה Bijelo Polje ביילו פולה Bik'at HaYarden Hamra חמרה Bik'at HaYarden Regional Council מועצה אזורית ערבות הירדן Bik'at HaYarden Regional Council קטגוריה:מועצה אזורית ערבות הירדן Bik'at HaYarden Regional Council תבנית:מועצה אזורית בקעת הירדן Bik'at HaYarden Rotem רותם Bike Bike Bikejoring רכבות כלבים Biker Mice from Mars האופנוברים ממאדים Bikernieki Memorial יער ביקרניקי Bikhakhanim ביחחנים Bikini ביקיני Bikini Atoll ביקיני Bikini Kill ביקיני קיל Bikkurim מסכת ביכורים Bikram Yoga ביקראם יוגה Bikur Cholim Hospital בית החולים ביקור חולים Bikur cholim ביקור חולים Bil'in בלעין BilCat/Sandbox/A-4M Skyhawk A-4 סקייהוק Bila Tserkva בילה צרקווה Bilabial ejective מסודק עיצור דו-שפתי Bilabial nasal אפי עיצור דו-שפתי Bilady Bilady Bilady המנון מצרים Bilal Ibn Rabah בילאל אבן רבאח Bilateral relations of Israel קטגוריה:יחסי החוץ של ישראל לפי מדינה Bilateral relations of North Korea קטגוריה:יחסי החוץ של קוריאה הצפונית Bilateral relations of South Korea קטגוריה:יחסי החוץ של קוריאה הדרומית Bilateral relations of Thailand קטגוריה:תאילנד: יחסי חוץ Bilbao בילבאו Bilbao קטגוריה:בילבאו Bilbao Arena בילבאו ארנה Bilbao Basket בילבאו באסקט Bilbao Basket players קטגוריה:כדורסלני בילבאו באסקט Bilbao Cathedral קתדרלת בילבאו Bilbeis בילביס Bilbo Baggins בילבו בגינס Bilby בילבי Bild בילד Bildad רעי איוב Bilderberg Group קבוצת בילדרברג Bildung בילדונג Bildungsroman רומן חניכה Bile מרה Bilen people בילינים Bilevel rail car רכבת נוסעים דו-קומתית Bileća בילצ'ה Bilge שיפוליים Bilhah בלהה Bilhorod-Dnistrovskyi אקרמן Bilinear form תבנית בילינארית Bilinear map אופרטור בילינארי Bilirubin בילירובין Bill ביל Bill & Melinda Gates Foundation קרן ביל ומלינדה גייטס Bill & Ted's Bogus Journey מסע הכזבים של ביל וטד Bill & Ted's Excellent Adventure ההרפתקה המצוינת של ביל וטד Bill Barretta ביל ברטה Bill Belichick ביל בליצ'יק Bill Berry ביל ברי Bill Bradley ביל בראדלי Bill Bruford ביל ברופורד Bill Bryson ביל ברייסון Bill Buckner ביל באקנר Bill Carr ביל קאר Bill Clinton ביל קלינטון Bill Clinton קטגוריה:ביל קלינטון Bill Clinton תבנית:ביל קלינטון Bill Cobbs ביל קובס Bill Cosby ביל קוסבי Bill Dodgin Jr. ביל דודג'ין Bill Evans ביל אוונס Bill Fitch ביל פיץ' Bill Forrester ביל פורסטר Bill Foulkes ביל פולקס Bill Frisell ביל פריזל Bill Gates ביל גייטס Bill Genaust ויליאם ג'נאוסט Bill Goldberg ביל גולדברג Bill Gooing ביל גואינג Bill Graham ביל גרהם Bill Hader ביל היידר Bill Haley ביל היילי Bill Haley & His Comets Bill Haley & His Comets Bill Hardman ביל הארדמן Bill Harper ביל הרפר Bill Hayden ביל היידן Bill Haywood ביל הייווד Bill Hicks ביל היקס Bill Hunter ביל האנטר Bill Joy ביל ג'וי Bill Kibby ביל קיבי Bill Laimbeer ביל למביר Bill Maher ביל מאהר Bill Mauldin ביל מולדין Bill Miller ביל מילר Bill Mulliken ויליאם מוליקן Bill Murray ביל מארי Bill Nelson ביל נלסון Bill Nicholson ביל ניקולסון Bill Nighy ביל ניי Bill Nye ביל ניי Bill O'Reilly ביל או'ריילי Bill Paterson ביל פטרסון Bill Paxton ביל פקסטון Bill Pilczuk ביל פילקצ'וק Bill Pullman ביל פולמן Bill Robinson ביל רובינסון Bill Rowling ביל רולינג Bill Russell ביל ראסל Bill Russell NBA Finals Most Valuable Player Award MVP של סדרת הגמר ב-NBA Bill Seddon ביל סדון Bill Shankly ביל שאנקלי Bill Sharman ביל שרמן Bill Shorten ביל שורטן Bill Simmons ביל סימונס Bill Skate ביל סקייט Bill Smith ביל סמית' Bill Struth ביל סטרות' Bill Tilden ביל טילדן Bill Toomey ביל טומיי Bill Traylor ביל טריילור Bill Walker ביל ווקר Bill Walton ביל וולטון Bill Ward ביל וורד Bill Withers ביל ווית'רס Bill de Blasio ביל דה בלאזיו Bill of Rights 1689 חוק הזכויות 1689 Bill of lading שטר מטען Bill on the Arrangement of Bedouin Settlement in the Negev בדואים בישראל#תוכנית פראוור Billabong בילבונג Billboard בילבורד Billboard שלט חוצות Billboard 200 בילבורד 200 Billboard Hot 100 בילבורד הוט 100 Billboard Music Award פרס המוזיקה של בילבורד Bille August בילה אוגוסט Billie Holiday בילי הולידיי Billie Jean Billie Jean Billie Jean King בילי ג'ין קינג Billie Joe Armstrong בילי ג'ו ארמסטרונג Billie Piper בילי פייפר Billingsgate בילינגסגייט Billingsgate Fish Market שוק הדגים של בילינגסגייט Billionaire Billionaire Billionaires קטגוריה:עשירים מופלגים Billions מיליארדים Billy בילי Billy Barty בילי בארטי Billy Blanks בילי בלנקס Billy Blyth בילי בליית' Billy Bob Thornton בילי בוב תורנטון Billy Boyd בילי בויד Billy Bremner בילי ברמנר Billy Brown בילי בראון Billy Burke בילי בורק Billy Cobham בילי קובהם Billy Collins בילי קולינס Billy Corgan בילי קורגן Billy Crudup בילי קרודופ Billy Crystal בילי קריסטל Billy Cunningham בילי קנינגהם Billy Donovan בילי דונובן Billy Elliot בילי אליוט Billy Elliot the Musical בילי אליוט - המחזמר Billy Hughes בילי יוז Billy Idol בילי איידול Billy Joel בילי ג'ואל Billy Magnussen בילי מגנוסן Billy McCullough בילי מק'קולו Billy McNeill בילי מקניל Billy Meier בילי מאייר Billy Milligan בילי מיליגן Billy Milne בילי מילן Billy Mitchell בילי מיטשל Billy Preston בילי פרסטון Billy Ray Cyrus בילי ריי סיירוס Billy Rose בילי רוז Billy Strayhorn בילי סטרייהורן Billy Thompson בילי תומפסון Billy Two Hats בילי שני כובעים Billy Wilder בילי ויילדר Billy Wright בילי רייט Billy Zane בילי זיין Billy the Kid בילי הנער Bilocation בילוקציה Bilohiria בילוהיריה Bilohirsk בילוהירסק Biloxi Blues טירונות Bilozirka ביאלוזירקה Biltmore Conference תוכנית בילטמור Biltmore Estate אחוזת בילטמור Bilu ביל"ו Bilu קטגוריה:תנועת ביל"ו Bimberi Peak פסגת בימברי Bimkom במקום Bimodal volcanism געשיות דו-אופנית Bin bag שקית אשפה Bina בינה Binary בינארי Binary asteroid אסטרואיד כפול Binary classification מסווג דו-ערכי Binary decoder מפענח בינארי Binary file קובץ בינארי Binary heap ערימה בינארית Binary large object BLOB Binary number בסיס בינארי Binary offset carrier modulation BOC Binary operation פעולה בינארית Binary operations קטגוריה:פעולות בינאריות Binary opposition אופוזיציה בינארית Binary option אופציה דיגיטלית Binary relation יחס Binary search algorithm חיפוש בינארי Binary search tree עץ חיפוש Binary star כוכב כפול Binary tree עץ בינארי Binary-coded decimal עשרוני בקידוד בינארי Binbir Gece אלף לילה ולילה Binding of Isaac עקדת יצחק Binding site אתר קישור Binem Heller בונים הלר Bing בינג Bing Crosby בינג קרוסבי Bing Maps Bing Maps Bing West פרנסיס וסט Binge-watching צפיית בינג' Bingham בינגהאם Bingo בינגו Bingu wa Mutharika בינגו וה מותריקה Binjamin Wilkomirski בנימין וילקומירסקי Binoculars משקפת Binomial coefficient מקדם בינומי Binomial distribution התפלגות בינומית Binomial heap ערימה בינומית Binomial nomenclature שם מדעי Binomial options pricing model המודל הבינומי לתימחור אופציות Binomial theorem הבינום של ניוטון Bint Jbeil בינת ג'בייל Binturong בינטורונג Binyamin Arditi בנימין ארדיטי Binyamin Avniel בנימין אבניאל Binyamin Ben-Eliezer בנימין בן אליעזר Binyamin Elon בנימין אלון Binyamin Gibli בנימין גיבלי Binyamin Kahane בנימין כהנא Binyamin Lau בנימין לאו Binyamin Mintz בנימין מינץ Binyamin Sasson בנימין ששון Binyamin Shahor בנימין שחור Binyamin Temkin בנימין טמקין Binyamin Ze'ev Kahane בנימין זאב כהנא Binyamina Railway Station תחנת הרכבת בנימינה Binyamina Winery יקב בנימינה Binyamina-Giv'at Ada בנימינה-גבעת עדה Binyamina-Giv'at Ada קטגוריה:בנימינה Binyomin Beinush Finkel בנימין ביינוש פינקל Binyomin Paler בנימין פאלער Bio-stub תבנית:קצרמר/הרחבה/אישים BioLineRx ביוליין BioShock BioShock BioShock Infinite Bioshock Infinite BioWare BioWare BioWare games קטגוריה:BioWare Bioavailability זמינות ביולוגית Biobanks קטגוריה:בנקים ביולוגיים Biobío ביוביו Biochemist ביוכימאי Biochemistry ביוכימיה Biochemistry קטגוריה:ביוכימיה Biochemistry templates קטגוריה:תבניות ניווט - ביוכימיה Biochemists קטגוריה:ביוכימאים Biochemists by nationality קטגוריה:ביוכימאים לפי מוצא Biochip ביו-שבב Biodegradable waste פסולת אורגנית Biodegradation התכלות Biodiesel ביו דיזל Biodiversity מגוון ביולוגי Biodynamic agriculture חקלאות ביו-דינמית Bioethics ביואתיקה Biofeedback ביופידבק Biofilm ביופילם Biofuel דלק ביולוגי Biogas ביוגז Biogeography ביוגאוגרפיה Biogeography קטגוריה:ביוגאוגרפיה Biogradska Gora ביוגרדסקה גורה Biographers קטגוריה:ביוגרפים Biographical film סרט ביוגרפי Biographical films קטגוריה:סרטים ביוגרפיים Biographical museums קטגוריה:מוזיאונים ביוגרפיים Biographical novel רומן ביוגרפי Biographies קטגוריה:ספרים ביוגרפיים Biography ביוגרפיה Biography פורטל:אישים Biography קטגוריה:ביוגרפיות Bioinformatics ביואינפורמטיקה Bioinformatics קטגוריה:ביואינפורמטיקה Biointensive agriculture גידול ביו-אינטנסיבי Biological Weapons Convention אמנת הנשק הביולוגי Biological activity פעילות ביולוגית Biological anthropology אנתרופולוגיה פיזית Biological anthropology קטגוריה:אנתרופולוגיה פיזית Biological classification מיון עולם הטבע Biological classification קטגוריה:מיון עולם הטבע Biological computing ביו-מחשב Biological engineering הנדסת ביוטכנולוגיה Biological interaction יחסי גומלין בין אורגניזמים Biological life cycle מחזור חיים Biological membrane ממברנה ביולוגית Biological neural network רשת עצבית Biological organisation ארגון ביולוגי Biological pest control הדברה ביולוגית Biological research institutes קטגוריה:מכוני מחקר ביולוגי Biological system מערכות גוף Biological techniques and tools קטגוריה:ביולוגיה: שיטות ומכשור Biological warfare לוחמה ביולוגית Biological weapons קטגוריה:נשק ביולוגי Biologist ביולוג Biologists קטגוריה:ביולוגים Biologists by nationality קטגוריה:ביולוגים לפי מוצא Biologo32 Biologo32:משתמש Biology ביולוגיה Biology פורטל:ביולוגיה Biology קטגוריה:ביולוגיה Biology experiments קטגוריה:ביולוגיה: ניסויים Biology stubs קטגוריה:קצרמר ביולוגיה Biology templates קטגוריה:תבניות ניווט - ביולוגיה Biology/Previous pictures פורטל:ביולוגיה/תמונה נבחרת/גלריה Bioluminescence ביולומינסנציה Biomarker סמן ביולוגי Biomass ביומסה Biome ביומה Biomechanics ביומכניקה Biomedical engineering הנדסה ביו-רפואית Biometric Database Law חוק הכללת אמצעי זיהוי ביומטריים ונתוני זיהוי ביומטריים במסמכי זיהוי ובמאגר מידע Biometric passport דרכון ביומטרי Biometrics זיהוי ביומטרי Biometrics קטגוריה:ביומטריה Biomimetics ביומימטיקה Biomineralization ביומינרליזציה Biomolecules קטגוריה:תרכובות ביוכימיות Bion of Borysthenes ביון מבוריסתנס Bionic Tower המגדל הביוני Biophotonics ביו-פוטוניקה Biophysical profile פרופיל ביופיזיקלי Biophysicists קטגוריה:ביופיזיקאים Biophysics ביופיזיקה Biophysics קטגוריה:ביופיזיקה Bioplastic ביופלסטיק Biopolymer ביופולימרים Biopsy ביופסיה Biopsychosocial model המודל הביופסיכוסוציאלי Bioreactor ביוריאקטור Biorhythm ביוריתמוס Biosensor ביוסנסור Biosketch/Dror Yikra דרור יקרא Biosketch/Yitzhak Tshuva יצחק תשובה Biosphere אקולוגיה#הביוספרה Biosphere 2 ביוספירה 2 Biosphere reserves קטגוריה:שמורות ביוספריות Biosphere reserves by country קטגוריה:שמורות ביוספריות לפי מדינה Biosphere reserves of Algeria קטגוריה:אלג'יריה: שמורות ביוספריות Biosphere reserves of Australia קטגוריה:אוסטרליה: שמורות ביוספריות Biosphere reserves of Austria קטגוריה:אוסטריה: שמורות ביוספריות Biosphere reserves of Belarus קטגוריה:בלארוס: שמורות ביוספריות Biosphere reserves of Benin קטגוריה:בנין: שמורות ביוספריות Biosphere reserves of Brazil קטגוריה:ברזיל: שמורות ביוספריות Biosphere reserves of Bulgaria קטגוריה:בולגריה: שמורות ביוספריות Biosphere reserves of Burkina Faso קטגוריה:בורקינה פאסו: שמורות ביוספריות Biosphere reserves of Cameroon קטגוריה:קמרון: שמורות ביוספריות Biosphere reserves of Canada קטגוריה:קנדה: שמורות ביוספריות Biosphere reserves of Chile קטגוריה:צ'ילה: שמורות ביוספריות Biosphere reserves of China קטגוריה:סין: שמורות ביוספריות Biosphere reserves of Colombia קטגוריה:קולומביה: שמורות ביוספריות Biosphere reserves of Costa Rica קטגוריה:קוסטה ריקה: שמורות ביוספריות Biosphere reserves of Ecuador קטגוריה:אקוודור: שמורות ביוספריות Biosphere reserves of France קטגוריה:צרפת: שמורות ביוספריות Biosphere reserves of Germany קטגוריה:גרמניה: שמורות ביוספריות Biosphere reserves of Greece קטגוריה:יוון: שמורות ביוספריות Biosphere reserves of Honduras קטגוריה:הונדורס: שמורות ביוספריות Biosphere reserves of Hungary קטגוריה:הונגריה: שמורות ביוספריות Biosphere reserves of India קטגוריה:הודו: שמורות ביוספריות Biosphere reserves of Indonesia קטגוריה:אינדונזיה: שמורות ביוספריות Biosphere reserves of Iran קטגוריה:איראן: שמורות ביוספריות Biosphere reserves of Israel קטגוריה:ישראל: שמורות ביוספריות Biosphere reserves of Italy קטגוריה:איטליה: שמורות ביוספריות Biosphere reserves of Ivory Coast קטגוריה:חוף השנהב: שמורות ביוספריות Biosphere reserves of Japan קטגוריה:יפן: שמורות ביוספריות Biosphere reserves of Kyrgyzstan קטגוריה:קירגיזסטן: שמורות ביוספריות Biosphere reserves of Mexico קטגוריה:מקסיקו: שמורות ביוספריות Biosphere reserves of Mongolia קטגוריה:מונגוליה: שמורות ביוספריות Biosphere reserves of Nicaragua קטגוריה:ניקרגואה: שמורות ביוספריות Biosphere reserves of Niger קטגוריה:ניז'ר: שמורות ביוספריות Biosphere reserves of North Korea קטגוריה:קוריאה הצפונית: שמורות ביוספריות Biosphere reserves of Panama קטגוריה:פנמה: שמורות ביוספריות Biosphere reserves of Peru קטגוריה:פרו: שמורות ביוספריות Biosphere reserves of Poland קטגוריה:פולין: שמורות ביוספריות Biosphere reserves of Portugal קטגוריה:פורטוגל: שמורות ביוספריות Biosphere reserves of Romania קטגוריה:רומניה: שמורות ביוספריות Biosphere reserves of Russia קטגוריה:רוסיה: שמורות ביוספריות Biosphere reserves of Senegal קטגוריה:סנגל: שמורות ביוספריות Biosphere reserves of Slovenia קטגוריה:סלובניה: שמורות ביוספריות Biosphere reserves of South Africa קטגוריה:דרום אפריקה: שמורות ביוספריות Biosphere reserves of South Korea קטגוריה:קוריאה הדרומית: שמורות ביוספריות Biosphere reserves of Spain קטגוריה:ספרד: שמורות ביוספריות Biosphere reserves of Sri Lanka קטגוריה:סרי לנקה: שמורות ביוספריות Biosphere reserves of Syria קטגוריה:סוריה: שמורות ביוספריות Biosphere reserves of Tanzania קטגוריה:טנזניה: שמורות ביוספריות Biosphere reserves of Tunisia קטגוריה:תוניסיה: שמורות ביוספריות Biosphere reserves of Ukraine קטגוריה:אוקראינה: שמורות ביוספריות Biosphere reserves of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: שמורות ביוספריות Biosphere reserves of the Philippines קטגוריה:הפיליפינים: שמורות ביוספריות Biosphere reserves of the United States קטגוריה:ארצות הברית: שמורות ביוספריות Biostatistics ביומטריה Biostatistics קטגוריה:ביוסטטיסטיקה Biota ביוטה Biota of Palestine קטגוריה:ארץ ישראל: החי והצומח Biotechnology ביוטכנולוגיה Biotechnology קטגוריה:ביוטכנולוגיה Bioterrorism טרור ביולוגי Biotin ביוטין Biotite ביוטיט Biot–Savart law חוק ביו-סבר Bip ביפ Bipartite graph גרף דו-צדדי Bipes ביפדיים Biphobia ביפוביה Biplane מטוס דו-כנפי Bipod דורגל Bipolar disorder הפרעה דו-קוטבית Bipolar junction transistor טרנזיסטור ביפולרי Bir Gandus ביר גנדוז Bir Gifgafa Airfield בסיס רפידים Bir Hadaj ביר הדאג' Bir Nabala ביר נבאלא Bir Salim חוות שפון Bir Tawil ביר טוויל Bir al-Maksur ביר אל-מכסור Birago Diop בירגו דיופ Biran בירן Biranit בירנית Bircas HaTorah ישיבת ברכת התורה Birch שדר Birch and Swinnerton-Dyer conjecture השערת בירץ' וסווינרטון-דייר Bircza בירצ'ה Bird עופות Bird anatomy קטגוריה:אנטומיית העוף Bird control spike דוקרני יונים Bird migration נדידת עופות Bird of prey עופות דורסים Bird ringing טיבוע בעלי חיים Bird stubs קטגוריה:קצרמר עופות Bird's Opening פתיחת בירד Bird's nest soup מרק קני ציפורים Bird-of-paradise עדניים Birdland Birdland Birdman בירדמן Birds פורטל:אורניתולוגיה Birds קטגוריה:עופות Birds תבנית:עופות Birds by continent קטגוריה:עופות לפי יבשות Birds by country קטגוריה:עופות לפי מדינה Birds in popular culture קטגוריה:ציפורים בתרבות Birds of Africa קטגוריה:אפריקה: עופות Birds of Asia קטגוריה:אסיה: עופות Birds of Australia קטגוריה:אוסטרליה: עופות Birds of Central America קטגוריה:אמריקה המרכזית: עופות Birds of Cuba קטגוריה:קובה: עופות Birds of Ecuador קטגוריה:אקוודור: עופות Birds of Europe קטגוריה:אירופה: עופות Birds of Greenland קטגוריה:גרינלנד: עופות Birds of India קטגוריה:הודו: עופות Birds of New Zealand קטגוריה:ניו זילנד: עופות Birds of North America קטגוריה:אמריקה הצפונית: עופות Birds of Oceania קטגוריה:אוסטרליה ואוקיאניה: עופות Birds of Prey ציפורי הטרף Birds of South America קטגוריה:אמריקה הדרומית: עופות Birds of Southeast Asia קטגוריה:דרום-מזרח אסיה: עופות Birds of prey קטגוריה:עופות דורסים Birds of the Caribbean קטגוריה:הקריביים: עופות Birdwatching צפרות Birdwatching קטגוריה:צפרות Birdy בירדי Birefringence שבירה כפולה Bireme דו-טורית Birendra of Nepal מלך נפאל בירנדרה Birg בירג Birger בירגר Birger Dahlerus בירגר דאהלרוס Birger Jarl בירגר יארל Birghorn בירגהורן Birgit Nilsson בירגיט נילסון Birgit Prinz בירגיט פרינץ Birgu בירגו Biridiya בירידיה Birk בירק Birkat Hachama ברכת החמה Birkat Hamazon ברכת המזון Birkat haMinim ברכת המינים Birkir Bjarnason בירקיר ביארנסון Birkir Már Sævarsson בירקיר סבארסון Birkirkara בירקירקארה Birkirkara קטגוריה:בירקירקארה Birkirkara F.C. בירקירקארה Birkot hashachar ברכות השחר Birman בירמן Birmingham ברמינגהאם Birmingham City F.C. ברמינגהאם סיטי Birmingham City F.C. managers קטגוריה:מאמני ברמינגהאם סיטי Birmingham City F.C. players קטגוריה:כדורגלני ברמינגהאם סיטי Birmingham Classic טורניר ברמינגהאם בסבב ה-WTA Birmingham Six שישיית ברמינגהם Birmingham Small Arms Company BSA Birmingham campaign מערכת בירמינגהם Birnbaum בירנבוים Birnie Island ביריני Birobidzhan בירוביג'ן Birobidzhaner Shtern ביראבידזשאנער שטערן Birth certificate תעודת לידה Birth control פיקוח ילודה Birth control קטגוריה:פיקוח ילודה Birth of Bahá'u'lláh הולדת הבהאא אוללה Birth order סדר הלידה במשפחה Birth rate שיעור ילודה Birth stone אבן הולדת Birth trauma קטגוריה:טראומות לידה Birthday Birthday Birthday יום הולדת Birthday יומולדת Birthday Cake Birthday Cake Birthday cake עוגת יום הולדת Birthday problem פרדוקס יום ההולדת Birthdays קטגוריה:יום הולדת Birthmark סימן לידה Birthplace user templates קטגוריה:ויקיפדיה - משתמש - ארץ לידה Birthratechart.png תמונה:Birthratechart.gif Birthright Israel פרויקט תגלית Birthright Israel.jpg תמונה:Birthright.jpg Birthstone אבן הולדת Birya ביריה Birya Fortress מצודת ביריה Birya affair העלייה לביריה Biryawaza ביריאווזה Birzeit ביר זית Birzeit University אוניברסיטת ביר זית Biréli Lagrène בירלי לאגרן Birštonas Municipality בירשטונאס Biržai בירז' Biržai District Municipality בירז' Biscayne National Park הפארק הלאומי ביסקיין Bischofswerda בישופסוורדה Bisclavret אדם זאב Bisco Hatori ביסקו הטורי Biscotti ביסקוטי Biscuit ביסקוויט Bisection method שיטת החצייה Bisexual דו-מיני Bisexual and Transgender Association Lesbian Israeli Gay אגודת הלהט"ב Bisexual erasure העלמה ביסקסואלית Bisexual people קטגוריה:ביסקסואלים Bisexuality ביסקסואליות Bisha'a בישעה Bishkek בישקק Bishkek Protocol פרוטוקול בישקק Bishoftu דברה זית Bishonen/Archive 11 חיות מחמד Bishop בישוף Bishop בישופ Bishop רץ Bishop score מדד בישופ Bishop's Opening פתיחת רץ המלך Bishop-fish דג הבישוף Bishops קטגוריה:בישופים Bishops of Axum קטגוריה:בישופים של אקסום Bishul Yisrael בישולי גויים Bislama ביסלמה Bislamach Brigade חטיבת ביסלמ"ח Bismack Biyombo ביסמאק ביומבו Bismarck ביסמרק Bismarck Archipelago ארכיפלג ביסמרק Bismarck Archipelago קטגוריה:ארכיפלג ביסמרק Bismarck Memorial אנדרטת ביסמרק Bismarck Sea ים ביסמרק Bismillah Khan ביסמילה חאן Bismuth ביסמוט Bison ביזון Bison antiquus ביזון קדמוני Bisons Loimaa לואימן קוריקונקריט Bisphenol A ביספנול A Bisphosphonate ביספוספונטים Bisque ביסק Bissau ביסאו Bissau-Guinean footballers קטגוריה:כדורגלנים מגינאה ביסאו Bissau-Guinean people קטגוריה:גינאה ביסאו: אישים Bissli ביסלי Bistatic range טווח ביסטטי Bistricë ביסטריצה Bistrița ביסטריצה Bistrița-Năsăud County ביסטריצה-נסאוד Bistro ביסטרו Bisymmetric matrix מטריצה ביסימטרית Bit ביט Bit סיבית Bit error rate Bit error ratio Bit part ביט Bit rate קצב נתונים Bit-hilani בית חילאני BitTorrent ביטורנט BitTorrent קטגוריה:ביטורנט BitTorrent clients קטגוריה:לקוח ביטורנט Bitan Aharon ביתן אהרן Bitch Better Have My Money Bitch Better Have My Money Bitcoin ביטקוין Bitdefender BitDefender Bite force quotient עוצמת נשיכה Bitha בטחה Bithiah בתיה בת פרעה Bithynia ביתיניה Bithynia קטגוריה:ביתיניה Bitis ביטיס Bitis arietans ביטיס מתנפח Bitis nasicornis ביטיס קרנפי Bitis parviocula ביטיס הרים אתיופי Bitis peringueyi ביטיס פרינגיי Bitlis Province ביטליס Bitola ביטולה Bitola קטגוריה:ביטולה Bitola inscription כתובת ביטולה Biton ביטון Bitter Moon ירח מר Bitter Sweet Symphony Bitter Sweet Symphony Bitter lemon ביטר למון Bitter orange חושחש Bitterfeld-Wolfen ביטרפלד-וולפן Bittersweet World Bittersweet World Bittersweetsmile/Sandbox פרד הויל Bitts פיתה Bituah Leumi המוסד לביטוח לאומי Bituriges ביטוריגים Bitwise operation פעולה על סיביות Bitzaron ביצרון Bit~enwiki עורך את משתמש:Bit Biuro Szyfrów ביורו שיפרוב Biuro Szyfrów קטגוריה:ביורו שיפרוב Bivalvia צדפות Biwa ביווה Bix Beiderbecke ביקס ביידרבק Bixente Lizarazu ביצ'נטה ליזארזו Biyar 'Adas ביאר עדס Bizarro ביזארו Bizerte ביזרטה Bizon SMG PP-19 Bizon Bizzy Bone ביזי בון Biłgoraj בילגוריי Biłgoraj County Józefów יוזפוב Bjarke Ingels ביארק אינגלס Bjarne Reuter ביארנה רויטר Bjarne Stroustrup ביארן סטרוסטרופ Bjarni Benediktsson ביארני בנדיקטסון Bjelovar ביילובאר Björk ביורק Björk albums קטגוריה:אלבומי ביורק Björn Again ביורן אגיין Björn Bjarnason ביורן ביארנאסון Björn Borg ביורן בורג Björn Kuipers ביורן קויפרס Björn Strid ביורן סטריד Björn Ulvaeus ביורן אולבאוס Bjørgen ביורגן Bjørn Dæhlie ביורן דאהלי Bjørn Helland-Hansen ביורן הלאנד הנסן Bjørnstjerne Bjørnson ביירנסטרנה ביירנסון Bkell משתמש:Bkell Black בלאק Black קולין ורנקומב Black שחור Black Adam אדם השחור Black Annis אניס השחורה Black Beauty הסייח השחור Black Belt חגורה שחורה Black Bolt חזיז שחור Black Box קופסה שחורה Black Boy בן כושים Black Canary הקנרית השחורה Black Canyon of the Colorado הקניון השחור של הקולורדו Black Cat החתולה השחורה Black Celebration Black Celebration Black Christmas חג מולד שחור Black Clouds & Silver Linings Black Clouds & Silver Linings Black Cube בלאק קיוב Black Dahlia אליזבט שורט Black Death המוות השחור Black Death Jewish persecutions אנטישמיות בימי המוות השחור Black Dog Black Dog Black Dogs כלבים שחורים Black Dolphin Prison הדולפין השחור Black Dragon Society קוקוריוקאי Black Drin הדרין השחור Black Eagle עיט שחור Black Eye Galaxy גלקסיית העין השחורה Black Forest היער השחור Black Forest gateau עוגת היער השחור Black Francis פרנק בלאק Black Friday יום שישי השחור Black Gives Way to Blue Black Gives Way To Blue Black Hand היד השחורה Black Hand.jpg קובץ:Black Hand.jpg Black Hawk Down בלאק הוק דאון Black Hills הגבעות השחורות Black Hole of Calcutta החור השחור של כלכותה Black Holes and Baby Universes and Other Essays סטיבן הוקינג#מספריו אשר תורגמו לעברית Black Holes and Revelations Black Holes and Revelations Black House בית שחור Black Hundreds המאות השחורות Black Ice Black Ice Black Isle Studios Black Isle Studios Black Lake האגם השחור Black Laundry כביסה שחורה Black Legion הלגיון השחור Black Lightning ברק שחור Black Lips בלאק ליפס Black Lives Matter חיי שחורים חשובים Black Madonna of Częstochowa המדונה השחורה מצ'נסטוחובה Black Mask המסיכה השחורה Black Mesa Black Mesa Black Mirror מראה שחורה Black Monday יום שני השחור Black Moon Black Moon Black Moon ירח שחור Black Mountain ההר השחור Black Obelisk of Shalmaneser III האובליסק השחור Black Orpheus אורפאו נגרו Black Paintings הציורים השחורים Black Panther הפנתר השחור Black Panther Party הפנתרים השחורים Black Panthers הפנתרים השחורים Black Rainbows Black Rainbows Black Rod המוט השחור Black Russian רוסי שחור Black Sabbath Black Sabbath Black Sabbath בלאק סבאת' Black Sabbath השבת השחורה Black Sabbath קטגוריה:בלאק סבאת' Black Sabbath תבנית:בלאק סבאת' Black Sabbath albums קטגוריה:אלבומי בלאק סבאת' Black Saturday השבת השחורה Black Saturday bushfires שריפות היער של השבת השחורה Black Sea הים השחור Black Sea קטגוריה:הים השחור Black Sea Fleet צי הים השחור Black Sea Region הים השחור Black September ספטמבר השחור Black September Organization ספטמבר השחור Black Sheep Baa Baa Black Sheep Baa Baa Black Speech הלשון השחורה Black Standard הדגל השחור Black Star Line בלאק סטאר ליין Black Stone האבן השחורה Black Swan ברבור שחור Black Swans and Wormhole Wizards Black Swans and Wormhole Wizards Black Thursday יום חמישי השחור Black Tom Cassidy טום קאסידי השחור Black Veil Brides Black Veil Brides Black War רצח העם הטסמני Black Wednesday יום רביעי השחור Black Widow האלמנה השחורה Black anarchism אנרכיזם שחור Black and Tans בלאק אנד טאנס Black and Yellow Black and Yellow Black and rufous elephant shrew ארכף אדום ראש Black and white שחור לבן Black and white שחור-לבן Black belt חגורה שחורה Black bloc גוש שחור Black body קרינת גוף שחור Black box קופסה שחורה Black box theory קופסה שחורה Black bun לחמנייה שחורה Black caiman קיימן שחור Black carpenter ant קמפונית שחורה Black comedy קומדיה שחורה Black comedy קטגוריה:קומדיות שחורות Black comedy films קטגוריה:סרטי קומדיה שחורה Black comedy plays קטגוריה:מחזות קומדיה שחורה Black crested gibbon גיבון שחור מצויץ Black crowned crane עגור כתר אדום-לחיים Black duiker צביון שחור Black dwarf ננס שחור Black fat–tailed scorpion קטלן דו-גוני Black feminism פמיניזם שחור Black fly ישחוריים Black francolin פרנקולין שחור Black grouse שכווי שחור Black guillemot אורייה שחורה Black hair שיער שחור Black heron אנפת הצל Black hole חור שחור Black hole information paradox פרדוקס השמדת המידע Black holes קטגוריה:חורים שחורים Black hornbill קלאו שחור Black kite דיה מצויה Black lion tamarin טמרין רעמתי שחור Black mamba ממבה שחורה Black market שוק שחור Black metal בלאק מטאל Black metal קטגוריה:בלאק מטאל Black metal musical groups קטגוריה:להקות בלאק מטאל Black musk deer מושק כהה Black noddy נודי שחורה Black or White Black or White Black panther פנתר שחור Black people האדם השחור Black pepper פלפל שחור Black pride גאווה שחורה Black project מיזם שחור Black rat חולדה מצויה Black rhinoceros קרנף צר שפה Black rice אורז שחור Black sheep כבשה שחורה Black smoker מעשנה שחורה Black snake נחש שחור Black sparrowhawk נץ שחור Black stork חסידה שחורה Black swan ברבור שחור Black swan theory תאוריית הברבור השחור Black tamarin טמרין שחור Black tea תה שחור Black tern מרומית שחורה Black tie טוקסידו Black triangle משולש שחור Black vulture אורובו שחור Black wallaroo וולארו שחור Black widow אלמנה שחורה Black wildebeest גנו שחור Black woodpecker נקר שחור Black-Sabbath-Technical-Ecstasy.jpg קובץ:592px-BlackSabbathTechnicalEcstasy.jpg Black-and-white colobus קולובוס Black-and-white films קטגוריה:סרטי שחור-לבן Black-and-white ruffed lemur למור צווארון שחור לבן Black-and-white-casqued hornbill קלאו דו-גוני Black-backed jackal תן שחור Black-bellied bustard חובה שחורת בטן Black-box testing בדיקות קופסה שחורה Black-breasted buzzard דיה שחורת-חזה Black-browed albatross אלבטרוס שחור גבות Black-casqued hornbill קלאו שחור-קרן Black-chested snake eagle חיוויאי שחור-חזה Black-crowned night heron אנפת לילה Black-eyed children הילדים עם העיניים השחורות Black-eyed pea לוביה Black-faced ibis מגלן שחור-פנים Black-faced spoonbill כפן שחור פנים Black-footed albatross אלבטרוס שחור רגל Black-footed cat חתול שחור-רגל Black-footed ferret חמוס שחור-רגל Black-footed mongoose נמייה שחורת כפות Black-fronted duiker צביון שחור חזית Black-headed bunting גיבתון שחור-ראש Black-headed duck ברווז שחור ראש Black-headed ground snake שחור-ראש Black-headed gull שחף אגמים Black-headed heron אנפה שחורת ראש Black-headed spider monkey קוף עכביש שחור-ראש Black-ish שחור-כזה Black-legged kittiwake ריסה שחורת רגל Black-mantled tamarin טמרין שחור אדרת Black-necked crane עגור שחור-צוואר Black-necked grebe טבלן בינוני Black-necked spitting cobra קוברה יורקת שחורת צוואר Black-necked swan ברבור שחור צוואר Black-winged kite דאה שחורת כתף Black-winged pratincole שדמית שחורת-כנף Black-winged stilt תמירון Black60dragon/sandbox/Music Last Night On The Earth: Live In Tokyo BlackBerry קטגוריה:בלקברי BlackBerry Limited בלקברי BlackBerry OS BlackBerry OS BlackBerry PlayBook BlackBerry PlayBook BlackBerry Tablet OS BlackBerry Tablet OS BlackBerry World BlackBerry World Blackadder הפתן השחור Blackbeard שחור הזקן Blackbird Blackbird Blackboard לוח Blackboard Jungle זרע הפורענות Blackbuck אנטילופה הודית Blackburn בלקברן Blackburn Rovers F.C. בלקברן רוברס Blackburn Rovers F.C. managers קטגוריה:מאמני בלקברן רוברס Blackburn Rovers F.C. players קטגוריה:כדורגלני בלקברן רוברס Blackcurrant ענבי שועל Blackened Sky Blackened Sky Blackest Night הלילה האפל ביותר Blackestnight4.jpg קובץ:Blackestnight4.jpg Blackfield Blackfield Blackfield בלאקפילד Blackfield II Blackfield II Blackfish בלאקפיש Blackfriars Bridge גשר בלקפריירס Blackfriars Railway Bridge גשר בלקפריירס Blackgate Penitentiary מתקן כליאה בלאקגייט Blackjack בלאק ג'ק Blackle Blackle Blackletter אותיות גותיות Blacklist רשימה שחורה Blackmail סחיטה Blackout Blackout Blackout האפלה Blackparadecover.jpg קובץ:Blackparadecover.jpg Blackpool בלקפול Blackpool F.C. בלקפול Blackpool F.C. players קטגוריה:כדורגלני בלקפול Blackshirts החולצות השחורות Blacksmith נפח Blackstar Blackstar Blackstart שחור זנב Blackstone בלקסטון Blackstone Memorial עצומת בלקסטון Blacktip reef shark כריש שחור-סנפירים Blackwater Park Blackwater Park Blackwater fever קדחת שחור השתן Blackwood convention בלקווד Black–Scholes model מודל בלק ושולס Bladder cancer סרטן שלפוחית השתן Blade בלייד Blade להב Blade Runner בלייד ראנר Blade Runner poster.jpg קובץ:Blade Runner poster.jpg Blade of the Immortal בן אלמוות Blade pitch זווית פסיעה Bladestorm/Sandbox/Paintball פיינטבול Bladud בלאדאד Blaenavon בלנאפון Blagoevgrad בלגואבגרד Blagoevgrad Province בלגואבגרד Blagoevgrad Province Gotse Delchev גוצה דלצ'ב Blagoje Adžić בלאגויה אג'יץ' Blagoveshchensk בלאגובשצ'נסק Blah Blah Blah Blah Blah Blah Blaine בליין Blaine Anderson בליין אנדרסון Blainville's beaked whale לווייתן מקור בליינוילי Blair בלייר Blair Brown בלייר בראון Blair Underwood בלייר אנדרווד Blaise Compaoré בלז קומפאורה Blaise Matuidi בלז מטווידי Blaise Pascal בלז פסקל Blaise Pascal קטגוריה:בלז פסקל Blake בלייק Blake Edwards בלייק אדוארדס Blake Griffin בלייק גריפין Blake Lively בלייק לייבלי Blake Ritson בלייק ריטסון Blamed משתמש:Blamed Blanc בלאן Blanca Canales בלנקה קנאלס Blanche Bingley בלאנש בינגלי Blanche of Castile נסיכת קסטיליה בלנקה Blanching בישול לבן Blancmange מלבי Blanco בלנקו Blanford's fox שועל צוקים Blank בלנק Blank כדור סרק Blank & Jones בלנק & ג'ונס Blank Space Blank Space Blank verse חרוז לבן Blanka Vlašić בלנקה ולאשיץ' Blanket שמיכה Blanquism בלאנקיזם Blantyre בלנטייר Blanu משתמש:בלנוּ Blanus בליניים Blaser R93 Tactical בלייזר R93 טקטי Blasphemer User:Blasphemer Blasphemy law in Iran חוק חילול הקודש באיראן Blass בלאס Blast furnace כבשן#תנור רם Blast injury פגיעת פיצוץ Blast wave גל הדף Blasted ארורים Blaster בלאסטר Blasting machine פצץ Blastoid בלסטואידים Blat בלט Blattodea תיקנאים Blau בלאו Blaumilch Canal תעלת בלאומילך Blaye בלאי Blazer בלייזר Blazing Saddles אוכפים לוהטים Blazon בלאזון Bleach Bleach Bleach אקונומיקה Bleach בליץ' Blech פלטת שבת Bled בלד Bleda בלדה ההוני Bleecker Street רחוב בליקר Bleeding דימום Bleeding Kansas קנזס המדממת Blei בלאי Blekinge מחוז בלקיניה Blended learning למידה מעורבת Blended malt whisky בלנדד מאלט ויסקי Blended whiskey בלנדד ויסקי Blender בלנדר Blender ממחה Blender 2.48 Splash Screen.png תמונה:Blender 2.48 Splash Screen.png Blender12345 ויליאם שייקספיר Blendi Fevziu בלנדי פווזיו Blenheim בלנהיים Blenheim Palace ארמון בלנהיים Blepharis ריסן Blepharitis בלפריטיס Blerim Džemaili בלרים דז'מאילי Blesmol מכרתניים Blessed Gerard גרארדוס Blessing ברכה Blessing Kaku בלסינג קאקו Blessing Okagbare בלסינג אוקגבארה Blessing of Jacob ברכת יעקב Blessing of Moses ברכת משה Bletchley Park בלצ'לי פארק Bletchley Park קטגוריה:בלצ'לי פארק Bleu celeste כחול שמיימי Bleu de Bresse ברס בלו Bli Sodot בלי סודות Blinatumomab בלינטומומב Blind Al אלתיאה העיוורת Blind Alley דרך ללא מוצא Blind Guardian Blind Guardian Blind Lemon Jefferson בליינד למון ג'פרסון Blind Melon בליינד מלון Blind Mountain הר עיוור Blind Willie Johnson וילי ג'ונסון העיוור Blind Willie McTell Blind Willie McTell Blind Willie McTell וילי מקטל העיוור Blind experiment סמיות כפולה Blind musicians קטגוריה:מוזיקאים עיוורים Blind people קטגוריה:עיוורים Blind people from Israel קטגוריה:עיוורים ישראלים Blind people from the United States קטגוריה:עיוורים אמריקאים Blind spot הכתם העיוור Blindfold כיסוי עיניים Blindfold chess משחק עיוור Blindness עיוורון Blindness על העיוורון Blindness קטגוריה:עיוורון Blindsight ראייה עיוורת Blindspot שטח מת Bling! בלינג! Blini בליני Blink בלינק Blink-182 Blink-182 Blink-182 בלינק 182 Blink-182 - Blink-182 cover.jpg תמונה:9 Self-Titled Blink-182.jpg Blink-182 - Greatest Hits cover.jpg קובץ:Blink182greatesthits.jpg Blink-182 albums קטגוריה:אלבומי בלינק 182 Blinking מצמוץ Blinky Bill בלינקי ביל Bliss בליס Blister שלפוחית Blitz בליץ Blitzkrieg מלחמת בזק Blizzard בליזארד Blizzard Entertainment Blizzard Entertainment Blizzard Entertainment קטגוריה:בליזרד Blizzard Entertainment תבנית:בליזארד אנטרטיינמנט Bllix/sandbox/Music sequencer סקוונסר Blob בלוב Blobm.PNG קובץ:Blob.png Bloc Party בלוק פארטי Bloc party מפלגת לוויין Bloch בלוך Bloch MB.200 בלוק M.B. 200 Bloch Publishing Company הוצאת בלוך Bloch sphere ספירת בלוך Bloch wave משפט בלוך Bloch's theorem משפט בלוך-לנדאו Block בלוק Block חסימה Block 10 בלוק 10 Block 11 בלוק 11 Block chord בלוק-קורדס Block cipher צופן בלוקים Block cipher mode of operation מצב הפעלה של צופן בלוקים Block matrix מטריצת בלוקים Blockade הסגר Blockade of the Gaza Strip הסגר על רצועת עזה Blockbuster שובר קופות Blockbuster LLC בלוקבסטר Blockchain Blockchain Blocked proxy תבנית:פרוקסי פתוח Blockhouse בלוקהאוס Blocking פעולה חוסמת Blocking policy ויקיפדיה:מדיניות החסימה Blocks world עולם קוביות Bloemenmarkt בלומנמארקט Bloemfontein בלומפונטיין Bloemfontein Celtic F.C. בלומפונטיין סלטיק Blog בלוג BlogTV BlogTV Blogger Blogger Bloggers קטגוריה:בלוגרים Blogs קטגוריה:בלוגים Blomberg–Fritsch Affair פרשת בלומברג-פריטש Blond בלונד Blonde Redhead בלונד רדהד Blonde on Blonde Blonde on Blonde Blondie בלונדי Blood Blood Blood דם Blood Brothers אחים בדם Blood Diamond לגעת ביהלום Blood Fire Death Blood Fire Death Blood In Blood Out יצרים בדם Blood Simple רציחות פשוטות Blood Sugar Sex Magik Blood Sugar Sex Magik Blood Ties קשרי דם Blood Wedding חתונת הדמים Blood and the Moon הדם והירח Blood bank בנק דם Blood cell תא דם Blood diamond יהלומי דמים Blood disorders קטגוריה:מחלות דם והפרעות במנגנון החיסון Blood donation תרומת דם Blood eagle נשר של דם Blood film משטח דם Blood for goods קטגוריה:סחורה תמורת דם Blood in the Water match משחק ה"דם במים" Blood libel עלילת דם Blood libel פוגרומים ועלילות דם קטגוריה:פרעות Blood on the Dance Floor: HIStory in the Mix Blood on the Dance Floor: HIStory in the Mix Blood pheasant פסיון הדם Blood phobia המטופוביה Blood plasma פלזמה Blood pressure לחץ דם Blood sausage נקניק דם Blood test בדיקת דם Blood tests קטגוריה:בדיקות דם Blood transfusion עירוי דם Blood type סוג דם Blood type diet דיאטה לפי סוג דם Blood urea nitrogen Blood urea nitrogen Blood vessel כלי דם Bloodguilt קשר דם Bloodhound כלב דם Bloodletting הקזת דם Bloods בלאדס Bloodsport ספורט הדמים Bloody Friday יום שישי העקוב מדם Bloody Knife סכין מדממת Bloody Mary בלאדי מרי Bloody Roar Bloody Roar Bloody Sunday יום ראשון העקוב מדם Blood–brain barrier מחסום דם־מוח Bloom בלום Bloom Energy Server Bloom Energy Server Bloom filter פילטר בלום Bloom syndrome תסמונת בלום Bloom's taxonomy הטקסונומיה של בלום Bloomberg בלומברג Bloomberg Businessweek ביזנסוויק Bloomberg L.P. בלומברג Bloomfield בלומפילד Bloomfield Science Museum מוזיאון המדע בירושלים Bloomfield Stadium אצטדיון בלומפילד Bloomsbury בלומסברי Bloomsbury Group קבוצת בלומסברי Bloomsday בלומסדיי Blotto games המשחק של גנרל בלוטו Bloudan בלודאן Blow שאיפות Blowfish Blowfish Blowin' in the Wind Blowin' in the Wind Blowout מכתש רוח Blowup יצרים Blu Greenberg בלו גרינברג Blu-ray Blu-ray Bludenz בלודנץ Blue Blue Blue בלו Blue כחול Blue Afternoon Blue Afternoon Blue Angel בלו אנג'ל Blue Angels בלו אנג'לס Blue Army הצבא הכחול Blue Beach Military Cemetery at San Carlos בית הקברות הצבאי סן קרלוס Blue Brain Project המוח הכחול Blue Cheer בלו צ'יר Blue Division הדיוויזיה הכחולה Blue Ensign נס כחול Blue Ensigns קטגוריה:נס כחול Blue Flag דגל כחול Blue Flag beach תוכנית הדגל הכחול Blue Fringe בלו פרנג' Blue Grotto המערה הכחולה Blue Hole החור הכחול Blue House הבית הכחול Blue Is the Warmest Colour כחול הוא הצבע החם ביותר Blue Jasmine יסמין הכחולה Blue Lagoon הלגונה הכחולה Blue Lagoon לגונה כחולה Blue Lantern Corps חיל הפקחים הכחולים Blue Line גבול הצפון Blue Monk Blue Monk Blue Mountain State בלו מאונטיין סטייט Blue Mountains ההרים הכחולים Blue Nile הנילוס הכחול Blue Nile Falls מפלי הנילוס הכחול Blue Note Jazz Club בלו נוט Blue Note Records בלו נוט Blue Ocean Strategy אסטרטגיית אוקיינוס כחול Blue Police המשטרה הכחולה של פולין Blue Riband הסרט הכחול Blue Ridge Mountains בלו רידג' Blue River בלו Blue Room החדר הכחול Blue Room Released Blue Room Released Blue Screen of Death מסך המוות הכחול Blue Sky Studios בלו סקיי Blue Sky Studios תבנית:סרטי בלו סקיי Blue Suede Shoes Blue Suede Shoes Blue Team הקבוצה הכחולה Blue Thunder רעם כחול Blue Valentine בלו ולנטיין Blue Velvet קטיפה כחולה Blue and White כחול לבן Blue balls כאב ביצים Blue book הספר הכחול Blue cheese גבינה כחולה Blue cheeses קטגוריה:גבינות כחולות Blue crane עגור חן אפריקאי Blue duck ברווז כחול Blue duiker צביון כחול Blue giant ענק כחול Blue jay עורבני כחול Blue laser לייזר כחול Blue monkey גנון כחול Blue moon ירח כחול Blue note בלו נוט Blue petrel יסעור כחול Blue quail שליו כחול Blue screen מסך כחול Blue shark כריש כחול Blue supergiant על-ענק כחול Blue whale לווייתן כחול Blue wildebeest גנו כחול Blue Öyster Cult בלו אויסטר קאלט Blue-and-yellow macaw ארה כחולה-צהובה Blue-bellied parrot תוכי כחול-בטן Blue-billed duck צחראש כחול מקור Blue-breasted kingfisher שלדג כחול-חזה Blue-cheeked bee-eater שרקרק ירוק Blue-collar worker צווארון כחול Blue-eyed soul וייט סול Blue-footed booby סולה כחולת רגל Blue-ringed octopus תמנון כחול-טבעות Blue-tongued skink רב חומט Blue-winged goose ברווז כחול כנפיים Blue-winged kookaburra קוקברה כחולת-זנב Blue1 בלו 1 Bluebeard כחול הזקן Blueberry Hill Blueberry Hill Bluebird Airways בלו בירד איירווייז Bluebuck אנטילופת סוס כחולה Bluefields בלופילדס Bluefin tuna טונה כחולת סנפיר Bluegrass music בלוגראס Bluegrass region בלוגראס Blues בלוז Blues קטגוריה:בלוז Blues and Royals רגימנט הכחולים והמלכותיים Blues for Salvador Blues for Salvador Blues musicians קטגוריה:מוזיקאי בלוז Blues rock בלוז רוק Blues singers קטגוריה:זמרי בלוז Blues songs קטגוריה:שירי בלוז Bluesbrothersmovieposter.jpg קובץ:Bluesbrothersmovieposter.jpg Blueschist צפחה#צפחות כחולות Blueshift הסחה לכחול Bluethroat כחול החזה Bluetooth בלוטות' Blumenthal בלומנטל Blum–Goldwasser cryptosystem הצפנת בלום-גולדווסר Blundstone Footwear בלנדסטון Blur בלר Blurryface Blurryface Blushing הסמקה Bly בליי Blyde River Canyon קניון נהר בלייד Blyth's hornbill קלאו זהוב Blót בלוט Bmorton3/Monad מונאדה Bmrbarre/TKAM אל תיגע בזמיר BnaiBrithChai אקטואליה Bnaya בניה Bnei Akiva בני עקיבא Bnei Atarot בני עטרות Bnei Atzmon בני עצמון Bnei Ayish בני עי"ש Bnei Bathyra בני בתירה Bnei Brak בני ברק Bnei Brak קטגוריה:בני ברק Bnei Brak Railway Station תחנת הרכבת בני ברק Bnei Darom בני דרום Bnei Dekalim בני דקלים Bnei Dror בני דרור Bnei HaSharon players קטגוריה:כדורסלני בני השרון Bnei Hertzeliya basketball players קטגוריה:כדורסלני בני הרצליה Bnei Herzliya בני הרצליה Bnei Menashe בני מנשה Bnei Netzarim בני נצרים Bnei Re'em בני ראם Bnei Sakhnin F.C. בני סכנין Bnei Sakhnin F.C. managers קטגוריה:מאמני בני סכנין Bnei Sakhnin F.C. players קטגוריה:כדורגלני בני סכנין Bnei Shimon Regional Council מועצה אזורית בני שמעון Bnei Shimon Regional Council קטגוריה:מועצה אזורית בני שמעון Bnei Shimon Regional Council תבנית:מועצה אזורית בני שמעון Bnei Yehuda בני יהודה Bnei Yehuda Tel Aviv F.C. בני יהודה תל אביב Bnei Yehuda Tel Aviv F.C. קטגוריה:בני יהודה תל אביב Bnei Yehuda Tel Aviv F.C. managers קטגוריה:מאמני בני יהודה תל אביב Bnei Yehuda Tel Aviv F.C. players קטגוריה:כדורגלני בני יהודה תל אביב Bnei Zion בני ציון Bnot Sakhnin F.C. בנות סכנין Bo פרשת בא Bo Andersson בו אנדרסון Bo Derek בו דרק Bo Diddley בו דידלי Bo McCalebb בו מקאלב Bo Xilai בו שילאי Bo'az Ma'uda בועז מעודה Bo'orchu בואורצ'ו Bo-Bo Bo-Bo Bo-taoshi בו-טאושי BoA בואה BoA - ID; Peace B.jpg קובץ:Idpeacebkorse8.jpg BoA - IDPB.jpg קובץ:200px-BoA - IDPB.jpg Boa בואה Boa constrictor רב חנק מצוי Boadilla del Monte בואדייה דל מונטה Boaedon lineatus נחש בית מפוספס Board game משחק לוח Board games קטגוריה:משחקי לוח Board of Deputies of British Jews ועד שליחי הקהילות Board of Longitude ועדת קו האורך Board of Navy Commissioners מנהלת הצי של ארצות הברית Board of directors דירקטוריון Boarding עלייה למטוס Boarding house צימר Boarding pass כרטיס עלייה למטוס Boarding school פנימייה Boards of Canada בורדס אוב קנדה Boardwalk Empire אימפריית הפשע Boat סירה Boat-billed heron אנפת מקור-סירה Boateng בואטנג Boats קטגוריה:סירות Boatswain רב מלחים Boavista F.C. בואבישטה Boavista F.C. players קטגוריה:כדורגלני בואבישטה Boaz בועז Boaz בעז Boaz Aharoni User:Boaz Aharoni Boaz Davidson בועז דוידזון Boaz Evron בועז עברון Boaz Huss בועז הוס Boaz Kramer בועז קרמר Boaz Moav בועז מואב Boaz Sharabi בעז שרעבי Boaz Toporovsky בועז טופורובסקי Boaz Yakin בועז יכין Boaz and Jachin יכין ובועז Bob Azzam בוב עזאם Bob Balaban בוב בלבן Bob Barr בוב בר Bob Beamon בוב בימון Bob Benmosche רוברט בן משה Bob Benson בוב בנסון Bob Casey Jr. בוב קייסי Bob Catley בוב קטלי Bob Corker בוב קורקר Bob Cousy בוב קוזי Bob Davies בוב דייוויס Bob Dole בוב דול Bob Dylan בוב דילן Bob Dylan קטגוריה:בוב דילן Bob Dylan - Blowin' in the Wind.ogg תמונה:Bob Dylan - Blowin' in the Wind.ogg Bob Dylan songs קטגוריה:שירי בוב דילן Bob Ezrin בוב אזרין Bob Feerick בוב פיריק Bob Filner בוב פילנר Bob Fosse בוב פוסי Bob Gale בוב גייל Bob Geldof בוב גלדוף Bob Gunton בוב גנטון Bob Hawke בוב הוק Bob Hayes בוב הייז Bob Hope בוב הופ Bob Hoskins בוב הוסקינס Bob John בוב ג'ון Bob Kahn בוב קאהן Bob Kane בוב קיין Bob Klose בוב קלוז Bob Knight בוב נייט Bob Lanier בוב לניר Bob Love בוב לאב Bob Mansfield בוב מנספילד Bob Marley בוב מארלי Bob Mathias בוב מתיאס Bob McAdoo בוב מקאדו Bob McDonnell בוב מקדונל Bob McNab בוב מקנאב Bob Menendez בוב מננדז Bob Newhart בוב ניוהארט Bob Odenkirk בוב אודנקירק Bob Paisley בוב פייזלי Bob Pettit בוב פטיט Bob Richards בוב ריצ'רדס Bob Roberts בוב רוברטס Bob Saget בוב סאגט Bob Sapp בוב סאפ Bob Seagren בוב סיגרן Bob Simon בוב סיימון Bob Sinclar בוב סינקלר Bob Skelton רוברט סקלטון Bob Theil בוב תיל Bob Turnbull בוב טרנבול Bob Wilson בוב וילסון Bob Windle בוב וינדל Bob Woodward בוב וודוורד Bob and Margaret בוב ומרגרט Bob the Builder בוב הבנאי Bob6666/Sandbox יהונתן Boba Fett בובה פאט Boban Grnčarov בובאן גרנצ'ארוב Boban Marjanović בובאן מריאנוביץ' Bobanni/holod הולודומור Bobbie Rosenfeld פני רוזנפלד Bobbin lace תחרת סלילים Bobblehead בובלהד Bobby Cannavale בובי קנאבלי Bobby Charlton בובי צ'רלטון Bobby Darin בובי דארין Bobby Farrell בובי פארל Bobby Farrelly בובי פארלי Bobby Fischer בובי פישר Bobby Heenan בובי הינן Bobby Hull בובי האל Bobby Jackson בובי ג'קסון Bobby Jindal בובי ג'ינדאל Bobby Jones בובי ג'ונס Bobby Lashley פרנקלין לאשלי Bobby Leach בובי ליץ' Bobby Lockwood בובי לוקווד Bobby McFerrin בובי מקפרין Bobby Moore בובי מור Bobby Morrow בובי ג'ו מורו Bobby Moynihan בובי מויניהן Bobby Orr בובי אור Bobby Portis בובי פורטיס Bobby Robson בובי רובסון Bobby Sands בובי סנדס Bobby Seale בובי סיל Bobby Simmons בובי סימונס Bobby Timmons בובי טימונס Bobby Vee בובי וי Bobby Vinton בובי וינטון Bobby Wanzer בובי וונזר Bobby Watson בובי ווטסון Bobbylow/Cryptography קריפטוגרפיה Bobcat שונר מצוי Bobcat Company בובקאט Bobo Brazil בובו ברזיל Bobo doll experiment ניסוי בנדורה Bobobo-bo Bo-bobo בובובו-בו בו-בובו Boboli Gardens גני בובולי Bobonaro District בובונרו Bobov חסידות באבוב Bobov קטגוריה:חסידות באבוב Bobowa בובובה Bobrynets בוברינץ Bobsledders קטגוריה:נהגי מזחלות מרוץ Bobsleigh מזחלות Boca Juniors בוקה ג'וניורס Boca Juniors footballers קטגוריה:כדורגלני בוקה ג'וניורס Boca Juniors managers קטגוריה:מאמני בוקה ג'וניורס Bocca della Verità פי האמת Bocchus I מלך מאוריטניה בוככוס הראשון Bochnia בוכניה Bochnia Salt Mine מכרות המלח בבוכניה Bochum בוכום Bock בוק Bocuse d'Or בוקיז ד'אור Bode Miller בודי מילר Bode Museum מוזיאון בודה Bode plot עקומת בודה Boden בודן Bodhidharma בודהידהרמה Bodhrán בוראן Bodiam Castle טירת בודיאם Bodies of water קטגוריה:גופי מים Bodies of water by country קטגוריה:גופי מים לפי מדינה Bodies of water of Argentina קטגוריה:ארגנטינה: גופי מים Bodies of water of Australia קטגוריה:אוסטרליה: גופי מים Bodies of water of Canada קטגוריה:קנדה: גופי מים Bodies of water of Chile קטגוריה:צ'ילה: גופי מים Bodies of water of China קטגוריה:סין: גופי מים Bodies of water of Denmark קטגוריה:דנמרק: גופי מים Bodies of water of France קטגוריה:צרפת: גופי מים Bodies of water of Germany קטגוריה:גרמניה: גופי מים Bodies of water of Greece קטגוריה:יוון: גופי מים Bodies of water of Greenland קטגוריה:גרינלנד: גופי מים Bodies of water of Indonesia קטגוריה:אינדונזיה: גופי מים Bodies of water of Italy קטגוריה:איטליה: גופי מים Bodies of water of Mayotte קטגוריה:מיוט: גופי מים Bodies of water of New Zealand קטגוריה:ניו זילנד: גופי מים Bodies of water of Russia קטגוריה:רוסיה: גופי מים Bodies of water of Turkey קטגוריה:טורקיה: גופי מים Bodies of water of the Faroe Islands קטגוריה:איי פארו: גופי מים Bodies of water of the United States קטגוריה:ארצות הברית: גופי מים Bodies: The Exhibition תערוכת הגוף Bodleian Library הספרייה הבודליינית Bodo בודו Bodo בודו אלעזר Bodo Illgner בודו אילגנר Bodo people בודו Bodrum בודרום Bodu Bala Sena בודו באלה סנה Body Count Body Count Body Count בודי קאונט Body Worlds עולמות הגוף Body and Soul Body and Soul Body armor שריון גוף Body art קטגוריה:אמנות גוף Body donation תרומת גופה למדע Body donors קטגוריה:תורמי גופתם למדע Body double כפיל Body dysmorphic disorder הפרעת גוף דיסמורפית Body fluids קטגוריה:נוזלי גוף Body hygiene kit תיק רחצה Body language שפת גוף Body mass index מדד מסת גוף Body of water גוף מים Body piercing פירסינג Body psychotherapy פסיכותרפיה גופנית Body schema דימוי גוף Bodybuilding פיתוח גוף Bodybuilding קטגוריה:פיתוח גוף Bodybuilding supplement אבקת חלבון Bodyguard שומר ראש Bodymind גופנפש Bodysurfing גלישת גוף Bodzentyn בודזנטין Boehringer Ingelheim בהרינגר אינגלהיים Boeing בואינג Boeing קטגוריה:בואינג Boeing 247 בואינג 247 Boeing 2707 בואינג 2707 Boeing 314 Clipper בואינג 314 Boeing 377 Stratocruiser בואינג 377 סטרטוקרוזר Boeing 707 בואינג 707 Boeing 717 בואינג 717 Boeing 727 בואינג 727 Boeing 737 בואינג 737 Boeing 737 MAX בואינג 737 MAX Boeing 747 בואינג 747 Boeing 757 בואינג 757 Boeing 767 בואינג 767 Boeing 777 בואינג 777 Boeing 787 Dreamliner בואינג 787 Boeing AH-64 Apache AH-64 אפאצ'י Boeing B-17 Flying Fortress B-17 מבצר מעופף Boeing B-29 Superfortress B-29 סופרפורטרס Boeing B-47 Stratojet B-47 סטרטוג'ט Boeing B-52 Stratofortress B-52 סטרטופורטרס Boeing C-17 Globemaster III בואינג C-17 גלובמאסטר III Boeing CH-47 Chinook CH-47 צ'ינוק Boeing E-3 Sentry בואינג E-3 Sentry Boeing F/A-18E/F Super Hornet F/A-18 סופר הורנט Boeing WC-135 Constant Phoenix WC-135 קונסטנט פיניקס Boeing X-20 Dyna-Soar בואינג X-20 דיינה-סור Boeing X-32 X-32 Boeing X-37 בואינג X-37 Boeing X-40 X-40 Boeing X-51 בואינג X-51 Boeing airliners תבנית:בואינג Boeing-Stearman Model 75 בואינג-סטירמן Boeing–Sikorsky RAH-66 Comanche RAH-66 קומאנצ'י Boenisch בניש Boeotia בויאוטיה Boeotian League הליגה הבויוטית Boer Wars קטגוריה:מלחמות הבורים Boerentoren בורנטורן Boethius בואתיוס Boethusians בייתוסים Bofors 40 mm gun תותח בופורס 40 מ"מ Bog body גופת כבול Bogdan Bogdanović בוגדן בוגדנוביץ' Bogdan Filov בוגדאן פילוב Bogdan I of Moldavia בוגדאן הראשון Bogdan IV of Moldavia בוגדאן לפושניאנו Bogdan Lobonț בוגדאן לובונט Bogdan Stelea בוגדאן סטליה Bogdanovich בוגדנוביץ' Bogdanovka בוגדנובקה Boger בוגר Boggy Depot Boggy Depot Boggy Depot.jpg תמונה:Boggycover.jpg Bogie חוגון Boglárka Kapás בוגלרקה קפש Bogomilism האמונה הבוגומילית Bogosort מיון אקראי Bogotá בוגוטה Bogotá קטגוריה:בוגוטה Bogud בוגוד Bohdan Bondarenko בודן בונדרנקו Bohdan Khmelnytsky בוגדן חמלניצקי Bohemia בוהמיה Bohemia at the Olympics בוהמיה במשחקים האולימפיים Bohemian בוהמי Bohemian Forest יער בוהמיה Bohemian Grove Bohemian Grove Bohemian Rhapsody Bohemian Rhapsody Bohemian monarchs קטגוריה:מלכי בוהמיה Bohemianism בוהמה Bohemianroots משתמש:Bohemianroots Bohemond I of Antioch נסיך אנטיוכיה בוהמון הראשון Bohor reedbuck צבי סוף הסוואנה Bohorodchany בוהורודצ'אני Bohr בוהר Bohr effect אפקט בוהר Bohr magneton המגנטון של בוהר Bohr model מודל האטום של בוהר Bohr radius רדיוס בוהר Bohrium בוהריום Bohush חסידות בוהוש Bohuslav Balbín בוהוסלב בלבין Bohuslav Martinů בוהוסלב מרטינו Boian בויאן Boiany בויאן Boidae חנקיים Boidae קטגוריה:חנקיים Boids Boids Boil פרונקל Boiled egg ביצה מבושלת Boiler דוד חימום Boilersuit סרבל Boiling הרתחה Boiling chip אבני רתיחה Boiling frog הצפרדע המתבשלת Boiling liquid expanding vapor explosion פיצוץ אד מתפשט של נוזל רותח Boiling point נקודת רתיחה Boinae נחש בריח Boiorix בוירכאוס Bois de Boulogne יער בולון Bois de Vincennes יער ונסן Bojan Bogdanović בויאן בוגדנוביץ' Bojan Jokić בויאן יוקיץ' Bojan Krkić בויאן קרקיץ' Bojan Šaranov בויאן שראנוב Bojana Stamenov בויאנה סטמנוב Bok choy כרוב סיני Bokeh בוקה Bokken בוקן Bokmål נורווגית ספרותית Boko Haram בוקו חראם Boko Haram קטגוריה:בוקו חראם Boko Haram insurgency ההתקוממות של בוקו חראם Bokononism בוקונוניזם Boku no Pico בוקו נו פיקו Boku wa Imōto ni Koi o Suru אני אוהב את אחותי הקטנה Bolama בולאמה Boldon Book ספר בולדון Bolekhiv בולחוב Bolero בולרו Bolesław בולסלאב Bolesław Bierut בולסלאב ביירוט Bolesław I the Brave דוכס פולין בולסלאב הראשון Bolesław III Wrymouth עקום הפה בולסלאב השלישי Bolesławiec בולסלבייץ Boleyn בוליין Boleyn Ground בוליין גראונד Bolghar בולגר Bolide בוליד Bolimów בולימוב Bolivia בוליביה Bolivia קטגוריה:בוליביה Bolivia Trinidad טרינידד Bolivia at the Olympics בוליביה במשחקים האולימפיים Bolivia national football team נבחרת בוליביה בכדורגל Bolivia squad 2011 Copa América תבנית:נבחרת בוליביה בקופה אמריקה 2011 Bolivia squad 2015 Copa América תבנית:נבחרת בוליביה בקופה אמריקה 2015 Bolivia templates קטגוריה:תבניות ניווט - בוליביה Bolivian boliviano בוליביאנו Bolivian footballers קטגוריה:כדורגלנים בוליביאנים Bolivian people קטגוריה:בוליביאנים Bolivian politicians קטגוריה:פוליטיקאים בוליביאנים Bollock dagger פגיון אונות Bollywood בוליווד Bolnisi בולניסי Bolo Yeung בולו יאנג Bologna בולוניה Bologna קטגוריה:בולוניה Bologna F.C. 1909 בולוניה 1909 Bologna F.C. 1909 managers קטגוריה:מאמני בולוניה Bologna F.C. 1909 players קטגוריה:כדורגלני בולוניה Bologna Process הסכם בולוניה Bologna Sanctuary of the Madonna di San Luca היכל המדונה של לוקס הקדוש Bologna massacre טבח בולוניה Bolognese sauce רוטב בולונז Bolometer בולומטר Bols בולס Bolsheviks בולשביזם Bolshoi Theatre תיאטרון בולשוי Bolshoy Ice Dome היכל הקרח בולשוי Bolt Bolt Bolt בולט Bolt action רובה בריחי Bolt-action rifles קטגוריה:רובים בריחיים Bolting הפרגה Bolton בולטון Bolton Wanderers F.C. בולטון וונדררס Bolton Wanderers F.C. managers קטגוריה:מאמני בולטון וונדררס Bolton Wanderers F.C. players קטגוריה:כדורגלני בולטון וונדררס Boltzmann constant קבוע בולצמן Boltzmann distribution התפלגות בולצמן Boltzmann equation משוואת בולצמן Bolzano בולצנו Bolzano–Weierstrass theorem משפט בולצאנו-ויירשטראס Boléro בולרו Bolívar בוליבר Bolívar Department בוליבר Bom Luci Pepi בום לוסי פפי Bomb פצצה Bomb Squad סילוק פצצות Bomb disposal סילוק פצצות Bomb shelter מקלט Bomb vessel ספינת הרעשה Bomba בומבה Bombard בומברד Bombardier מטילן Bombardier 415 בומברדייה 415 Bombardier Aerospace בומברדייה איירוספייס Bombardier CRJ בומברדיה CRJ Bombardier CRJ700 series בומברדיה CRJ700 Bombardier CSeries בומברדיה סדרה C Bombardier Dash 8 בומברדיה דאש 8 Bombardier Double-deck Coach בומברדיה דאבל דק קוץ' Bombardier Inc. בומברדייה Bombardier Inc. קטגוריה:בומברדיה Bombardment הפצצה Bombardment of Kagoshima הפגזת קגושימה Bombardment of Papeete הפגזת פפאטה Bombardment of Yarmouth and Lowestoft הפגזת ירמות' ולואוסטופט Bombastus משתמש:Bombastus Bombay cat בומביי Bombay mix צ'יוודה Bombe בומב Bomber מפציץ Bomber aircraft קטגוריה:מפציצים Bomberman בומברמן Bombinatoridae בומביניים Bombing of Dresden in World War II הפצצת דרזדן Bombing of Guernica הפצצת גרניקה Bombing of Rabaul הפשיטות על רבאול Bombing of Tokyo הפצצת טוקיו Bombing of Wewak הפשיטה על וייווק Bombings of Switzerland in World War II הפצצת שווייץ במלחמת העולם השנייה Bombo legüero בומבו לגוארו Bomboniere בונבוניירה Bombs קטגוריה:פצצות Bombus terrestris בומבוס האדמה Bombycidae קטגוריה:Bombycidae Bombyx mori טוואי המשי Bomilcar בומילקר Bomis בומיס Bon Iver בון איבר Bon Jovi בון ג'ובי BonBon Bonbon Bona Sforza בונה ספורצה Bona nox לילה טוב Bona of Pisa בונה מפיזה Bonaire בונייר Bonaire national football team נבחרת בונייר בכדורגל Bonanno Pisano בונאנו פיזאנו Bonanza בוננזה Bonar Law אנדרו בונאר לואו Bonaventura Berlinghieri בונוונטורה ברלינגיירי Bonaventura Cavalieri בונאוונטורה קאוואליירי Bonaventure בונוונטורה הקדוש Bond איגרת חוב Bond בונד Bond Street רחוב בונד Bond Street tube station תחנת הרכבת התחתית בונד סטריט Bond credit rating דירוג אג"ח Bond energy אנרגיית קשר Bond girl נערת בונד Bond girls קטגוריה:נערות בונד Bond order סדר קשר Bondareva–Shapley theorem משפט בונדרבה-שפלי Bonded by Blood Bonded by Blood Bonded warehouse מחסן ערובה Bondi בונדי Bondi Beach בונדיי ביץ' Bondoukou בונדוקו Bonds קטגוריה:איגרות חוב Bone בון Bone עצם Bone Thugs-n-Harmony Bone Thugs-n-Harmony Bone fracture שבר Bone marrow מח עצם Bone scintigraphy מיפוי עצמות Bone tumor סרטן העצמות Bonei Olam בוני עולם Bonelli's eagle עיט ניצי Bones בונז Bones of the lower limb קטגוריה:עצמות הגפיים התחתונות Bones of the upper limb קטגוריה:עצמות הגפיים העליונות Boney M. בוני אם Bonfire מדורה Bonfire of the Vanities מדורת ההבלים Bong באנג Bong Joon-ho בונג ג'ון-הו Bongo בונגו Bongo drum תופי בונגו Boniface בוניפקיוס Bonin Islands איי בונין Bonjour Bonjour Bonjour Monsieur Shlomi הכוכבים של שלומי Bonjour Tristesse עצבות שלום לך Bonn בון Bonn קטגוריה:בון Bonni Ginzburg בוני גינצבורג Bonnie Bedelia בוני בדליה Bonnie Blair בוני בלייר Bonnie Franklin בוני פרנקלין Bonnie Tyler בוני טיילר Bonnie Wright בוני רייט Bonnie and Clyde בוני וקלייד Bonnier family משפחת בונייר Bonny בוני Bono בונו Bonobo שימפנזה ננסי Bonsai בונסאי Bonsecours בונסקור Bontebok דאמאליסק הצבי Bonus share מניית הטבה Bony fish קטגוריה:דגי גרם Bonyhád בוניהד Bonzi Wells בונזי ולס Booboo Stewart בובו סטיוארט BoogaLouie/sandbox/CRA and subprime crisis מודי'ס Boogeyman בוגימן Boogie בוגי Boogie Down Productions Boogie Down Productions Boogie Nights לילות בוגי Boogie-woogie בוגי ווגי Book ספר Book I Present and Future HIStory: Past Book I Present and Future HIStory: Past Book burning שריפת ספרים Book burnings קטגוריה:שריפות ספרים Book collecting אספנות ספרים Book cover עטיפה Book covers קטגוריה:ויקיפדיה - תמונות של עטיפות ספרים Book design עיצוב ספרים Book editors קטגוריה:עורכים ספרותיים Book fairs קטגוריה:ירידי ספרים Book infobox templates קטגוריה:תבניות פרמטריות - ספרות Book of Aksum ספר אקסום Book of Baruch ספר ברוך Book of Daniel ספר דניאל Book of Daniel קטגוריה:ספר דניאל Book of Deuteronomy דברים Book of Deuteronomy קטגוריה:ספר דברים Book of Enoch ספר חנוך Book of Enoch ספר חנוך א' Book of Esther מגילת אסתר Book of Esther קטגוריה:מגילת אסתר Book of Exodus קטגוריה:ספר שמות Book of Exodus שמות Book of Ezekiel ספר יחזקאל Book of Ezra ספר עזרא Book of Fixed Stars ספר כוכבי השבת Book of Gad the Seer דברי גד החוזה Book of Gates ספר השערים Book of Genesis בראשית Book of Genesis קטגוריה:ספר בראשית Book of Isaiah ספר ישעיהו Book of Jasher ספר הישר Book of Jeremiah ספר ירמיהו Book of Job ספר איוב Book of Joel יואל Book of Jonah ספר יונה Book of Joshua ספר יהושע Book of Jubilees ספר היובלים Book of Judges ספר שופטים Book of Judges קטגוריה:ספר שופטים Book of Judith ספר יהודית Book of Kells הספר של קלס Book of Lamentations מגילת איכה Book of Lemmas ספר הלמות Book of Leviticus ויקרא Book of Leviticus קטגוריה:ספר ויקרא Book of Mormon ספר המורמונים Book of Mormon ספר מורמון Book of Nehemiah ספר נחמיה Book of Noah ספר נח Book of Numbers במדבר Book of Numbers קטגוריה:ספר במדבר Book of Proverbs משלי Book of Proverbs קטגוריה:משלי Book of Revelation חזון יוחנן Book of Revelation קטגוריה:ספר ההתגלות Book of Ruth מגילת רות Book of Ruth קטגוריה:מגילת רות Book of Tobit ספר טוביה Book of Wisdom חכמת שלמה Book of Zephaniah צפניה Book of hours ספר השעות Book of the Dead ספר המתים Book of the Later Han ספר האן המאוחרת Book of the Wars of the Lord ספר מלחמות ה' Book scanning סריקת ספר Book series סדרת ספרים Book sources ויקיפדיה:משאבי ספרות חיצוניים Bookbinding כריכת ספרים Bookbinding קטגוריה:כריכת ספרים Booker בוקר Booker T בוקר האפמן Booker Washington בוקר טי. וושינגטון Bookkeeping הנהלת חשבונות Bookmark סימנייה Bookmobile ספרייה ניידת Bookplate אקס ליבריס Books ויקיפדיה:ספרים Books עזרה:ספרים Books קטגוריה:ספרים Books about Palestine קטגוריה:ספרי ארץ ישראל Books about animal rights קטגוריה:זכויות בעלי חיים: ספרות Books about feminism קטגוריה:פמיניזם: ספרי עיון Books about spirituality קטגוריה:ספרים רוחניים Books about the kibbutz קטגוריה:הקיבוץ בתרבות ובאמנות: ספרים Books about urbanism קטגוריה:ספרי תכנון עירוני Books adapted into films קטגוריה:ספרים שעובדו לסרטים Books by Agatha Christie קטגוריה:ספרי אגאתה כריסטי Books by Amos Oz קטגוריה:ספרי עמוס עוז Books by Dr. Seuss קטגוריה:ספרי דוקטור סוס Books by Gabriel García Márquez קטגוריה:ספרי גבריאל גארסיה מארקס Books by George Orwell קטגוריה:כתבי ג'ורג' אורוול Books by John Stuart Mill קטגוריה:ספרי ג'ון סטיוארט מיל Books by Leo Tolstoy קטגוריה:ספרי לב טולסטוי Books by Menachem Mendel Schneerson קטגוריה:ספרי מנחם מנדל שניאורסון Books by Neil Gaiman קטגוריה:ספרי ניל גיימן Books by Philip Roth קטגוריה:ספרי פיליפ רות Books by Robert Heinlein קטגוריה:ספרי רוברט היינלין Books by Stephen King קטגוריה:ספרי סטיבן קינג Books by Thomas Mann קטגוריה:ספרי תומאס מאן Books by country קטגוריה:ספרים לפי מדינה Books by date קטגוריה:ספרים לפי שנים Books by genre קטגוריה:ספרים לפי סוגה Books by publisher קטגוריה:ספרים לפי הוצאה Books by setting קטגוריה:ספרים לפי מקום התרחשותם Books by writer קטגוריה:ספרים לפי סופרים Books of Chronicles דברי הימים Books of Kings ספר מלכים Books of Kings קטגוריה:ספר מלכים Books of Samuel ספר שמואל Books of Samuel קטגוריה:ספר שמואל Books of the Hebrew Bible קטגוריה:ספרי התנ"ך Books of the New Testament תבנית:הברית החדשה Books/FAQ עזרה:ספרים/שאלות נפוצות Books/Feedback עזרה:ספרים/משוב Books/Printed books עזרה:ספרים/הזמנת ספרים מודפסים Books/Rendering page info text עזרה:ספרים/הכנת טקסט של מידע על הדף Books/for experts עזרה:ספרים/אפשרויות מתקדמות Booksellers קטגוריה:מוכרי ספרים Bookselling מכירת ספרים Bookselling קטגוריה:מכירת ספרים Bookstores קטגוריה:חנויות ספרים Bookstores in Israel קטגוריה:חנויות ספרים בישראל Boolean algebra אלגברה בוליאנית Boolean algebra קטגוריה:אלגברה בוליאנית Boolean satisfiability problem בעיית הספיקות Boom מנור Boom Beach Boom Beach Boom Pam בום פם Boom operator בום-מן Boom vang מפרשית#בומצ'ק BoomPress משתמש:BoomPress Boomerang בומרנג Boomerang Nebula ערפילית הבומרנג Boomslang נחש העפאים Boost Boost Booster רקטת האצה Booster Gold בוסטר גולד Booster dose חיסון דחף Boot מגפיים Boot Camp BootCamp Booth בות' Booting אתחול Bootleg recording בוטלג Bop בופ Bophuthatswana בופוטאצוואנה Bor בור Bora Bora בורה בורה Bora Bora Airport נמל התעופה בורה בורה Bora Kostić בורה קוסטיץ' Bora Laskin בורה לסקין Bora Milutinović בורה מילוטינוביץ' Boraginaceae זיפניים Boraginaceae קטגוריה:זיפניים Borana בוראנה Borat בוראט: רוצה לומד תרבות אמריקה בשביל נהדרת קזחסטן Borate בוראט Borboletta Borboletta Borchali בורצ'לו Borchgrevink Coast חוף בורכגרווינק Borda count שיטת בורדה Bordeaux בורדו Bordeaux קטגוריה:בורדו Bordeaux Cathedral קתדרלת בורדו Bordeaux Wine Official Classification of 1855 סיווג היינות של 1855 בבורדו Bordelaise sauce רוטב בורדלז Borden בורדן Border גבול Border תבנית:מסגרת תמונה Border Collie בורדר קולי Border Gateway Protocol BGP Border Service of the Federal Security Service of the Russian Federation שירות משמר הגבול הפדרלי Border barrier מחסום הפרדה Border barriers קטגוריה:מכשול מעבר גבול Border checkpoint מעבר גבול Border crossings of Israel קטגוריה:מעברי גבול בישראל Border crossings of divided cities קטגוריה:מעברי גבול בערים חצויות Border guards קטגוריה:משמרות גבול Border rivers קטגוריה:נהרות גבול Border states מדינות הגבול Border-radius תבנית:Border-radius Borderlife גדר חיה Borderline personality disorder הפרעת אישיות גבולית Borders of Israel גבולות מדינת ישראל Borders of Israel קטגוריה:ישראל: גבולות Bordure גבול Bore snake משחולת Boredom שעמום Borel set קבוצת בורל Borel–Cantelli lemma הלמה של בורל-קנטלי Boremel בורמל Borena of Alania בורנה מאלניה Borg הבורג Borgen הממשלה Borges בורחס Borges and I בורחס ואני Borghese Vase כד בורגזה Borgia בורג'ה Borgia Group קבוצת בורג'ה Borgia Group קטגוריה:קבוצת בורג'ה Borgo בורגו Borgo Maggiore בורגו מג'ורה Borgore Borgore Boric acid חומצה בורית Boril of Bulgaria קיסר בולגריה בוריל Boris Akunin בוריס אקונין Boris Alexandrovich Alexandrov בוריס אלכסנדרוב Boris Alterman בוריס אלתרמן Boris Andreyev בוריס אנדרייב Boris Avrukh בוריס אברוך Boris Becker בוריס בקר Boris Belkin בוריס בלקין Boris Berezovsky בוריס ברזובסקי Boris Berman בוריס ברמן Boris Blacher בוריס בלכר Boris Borisovich Rotenberg בוריס רוטנברג Boris Brutskus בוריס דב ברוצקוס Boris Carmi בוריס כרמי Boris Chertok בוריס צ'רטוק Boris Chirkov בוריס צ'ירקוב Boris Christoff בוריס כריסטוף Boris Diaw בוריס דיאו Boris Ephrussi בוריס אפרוסי Boris Gelfand בוריס גלפנד Boris Giltburg בוריס גילטבורג Boris Godunov בוריס גודונוב Boris Grebenshchikov בוריס גרבנשצ'יקוב Boris Gryzlov בוריס גריזלוב Boris I of Bulgaria בוריס הראשון Boris III of Bulgaria מלך בולגריה בוריס השלישי Boris Johnson בוריס ג'ונסון Boris Jordan בוריס ג'ורדן Boris Karloff בוריס קרלוף Boris Khaykin בוריס חייקין Boris Klaiman בוריס קליימן Boris Kolker בוריס קולקר Boris Kopitović בוריס קופיטוביץ' Boris Kostić בוריסלב קוסטיץ' Boris Kustodiev בוריס קוסטודייב Boris Nemtsov בוריס נמצוב Boris Paichadze בוריס פאיצ'דזה Boris Paichadze Dinamo Arena אצטדיון בוריס פאיצ'דזה Boris Pandža בוריס פאנדזה Boris Pasternak בוריס פסטרנק Boris Rosing בוריס רוזינג Boris Savinkov בוריס סבינקוב Boris Schatz בוריס שץ Boris Shakhlin בוריס שאחלין Boris Shaposhnikov בוריס שפושניקוב Boris Sheremetev בוריס שרמטייב Boris Souvarine בוריס סוברין Boris Spassky בוריס ספאסקי Boris Stürmer בוריס שטורמר Boris Tadić בוריס טאדיץ' Boris Thomashefsky בוריס טומשבסקי Boris Trajkovski בוריס טרג'קובסקי Boris Trakhtenbrot בוריס טרכטנברוט Boris Tsirelson בוריס צירלסון Boris Vallejo בוריס ואלחו Boris Vannikov בוריס לבוביץ' ואניקוב Boris Verlinsky בוריס ורלינסקי Boris Vian בוריס ויאן Boris Volynov בוריס וולינוב Boris Yefimov בוריס יפימוב Boris Yeltsin בוריס ילצין Boris Živković בוריס ז'יבקוביץ' Boris23 משתמש:Boris23 Borislav Mikhailov בוריסלב מיכאילוב Borislav Paravac בוריסלב פרבץ Borislav Stoychev בוריסלאב סטויצ'ב Borisov בוריסוב Borja Valero בורחה ולרו Borjomi בורג'ומי Borjomi מי בורג'ומי Borjomi Municipality נפת בורג'ומי Borkum בורקום Borland בורלנד Borlée בורלה Borman בורמן Bormida בורמידה Born Again Born Again Born This Way Born This Way Born This Way Ball The Born This Way Ball Born Yesterday רק אתמול נולדה Born of Osiris בורן אוף אוסיריס Born of Osiris albums קטגוריה:אלבומי בורן אוף אוסיריס Born on the Fourth of July נולד בארבעה ביולי Born to Die Born to Die Born to Do It Born to do it Born to Make You Happy Born to Make You Happy Born to Raise Hell כבוד ונקמה Bornean bearded pig חזיר מזוקן Bornean ferret-badger גירית סמורית בורנאית Bornean orangutan אורנגאוטן בורנאי Bornean white-bearded gibbon גיבון מזוקן Bornean yellow muntjac מונטיאק צהוב Borneo בורנאו Borneo קטגוריה:בורנאו Borneo Python פיתון בורנאו Borneo campaign קרב בורנאו Bornholm בורנהולם Born–Oppenheimer approximation קירוב בורן-אופנהיימר Borobudur בורובודור Borodin בורודין Borodin Quartet רביעיית בורודין Boroldai בורולדאי Boromir בורומיר Boron בור Boron nitride בורון ניטריד Boron.merkava/drafts דוד הראובני Borosilicate glass זכוכית בורוסיליקט Boroughs and neighborhoods of Berlin רפורמת השכונות של ברלין Boroughs of Amsterdam רובעי אמסטרדם Boroughs of Berlin תבנית:רובעי ברלין Boroughs of New York City קטגוריה:רובעי ניו יורק Borovets בורובץ Borowski בורובסקי Borromean rings טבעות בורומאיות Borrow השאלה Borry~enwiki משתמש:ברי"א Borsalino בורסלינו Borscht חמיצה Borscht Belt חגורת הבורשט Borsec בורסק Borshchiv בורשצ'יב Borsippa בורסיפה Borsod-Abaúj-Zemplén County בורשוד-אבאוי-זמפלן Borsuk–Ulam theorem משפט בורסוק-אולם Bort בורט Boruch Ber Leibowitz ברוך בר ליבוביץ Boruch of Medzhybizh ברוך ממז'יבוז' Borujerd בורוג'רד Borussia Dortmund בורוסיה דורטמונד Borussia Dortmund קטגוריה:בורוסיה דורטמונד Borussia Dortmund managers קטגוריה:מאמני בורוסיה דורטמונד Borussia Dortmund players קטגוריה:כדורגלני בורוסיה דורטמונד Borussia Mönchengladbach בורוסיה מנשנגלדבך Borussia Mönchengladbach managers קטגוריה:מאמני בורוסיה מנשנגלאדבך Borussia Mönchengladbach players קטגוריה:כדורגלני בורוסיה מנשנגלדבך Borussia-Park בורוסיה פארק Borut Pahor בורוט פאחור Borvo בורוו Borynia בוריניה Boryslav בוריסלב Boryspil בוריספיל Boryspil International Airport נמל התעופה הבינלאומי בוריספיל Borzoi בורזוי Borås בורוס Borðoy בורד'וי Borșa בורשה Bos פר Bosc's fringe-toed lizard שנונית הנחלים Bosco Adventure חבורת הצב המעופף Bosco Hogan בוסקו הוגאן Bose gas גז בוז Boselaphini קצרי קרניים Bose–Einstein condensate עיבוי בוז-איינשטיין Bose–Einstein statistics התפלגות בוז-איינשטיין Boshin War מלחמת בושין Bosintang בושינטנג Bosman בוסמן Bosman ruling חוק בוסמן Bosnia בוסניה Bosnia and Herzegovina בוסניה והרצגובינה Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה Bosnia and Herzegovina at the Olympics בוסניה והרצגובינה במשחקים האולימפיים Bosnia and Herzegovina at the Paralympics בוסניה והרצגובינה במשחקים הפאראלימפיים Bosnia and Herzegovina basketball players קטגוריה:כדורסלנים בוסנים Bosnia and Herzegovina convertible mark מארק סחיר Bosnia and Herzegovina culture קטגוריה:בוסניה והרצגובינה: תרבות Bosnia and Herzegovina diplomats קטגוריה:דיפלומטים בוסנים Bosnia and Herzegovina football managers קטגוריה:מאמני כדורגל בוסנים Bosnia and Herzegovina footballers קטגוריה:כדורגלנים בוסנים Bosnia and Herzegovina in the Eurovision Song Contest בוסניה והרצגובינה באירוויזיון Bosnia and Herzegovina international footballers קטגוריה:כדורגלני נבחרת בוסניה והרצגובינה Bosnia and Herzegovina national basketball team נבחרת בוסניה והרצגובינה בכדורסל Bosnia and Herzegovina national football team נבחרת בוסניה והרצגובינה בכדורגל Bosnia and Herzegovina politicians קטגוריה:פוליטיקאים בוסנים Bosnia and Herzegovina rabbis קטגוריה:רבנים בוסנים Bosnia and Herzegovina sportspeople קטגוריה:ספורטאים בוסנים Bosnia and Herzegovina squad 2014 FIFA World Cup תבנית:נבחרת בוסניה והרצגובינה במונדיאל 2014 Bosnia and Herzegovina templates קטגוריה:תבניות ניווט - בוסניה והרצגובינה Bosnia and Herzegovina writers קטגוריה:סופרים בוסנים Bosniaks בוסניאקים Bosnian Church הכנסייה הבוסנית Bosnian Party מפלגת הבוסנים Bosnian War מלחמת בוסניה Bosnian War קטגוריה:מלחמת בוסניה Bosnian crisis משבר בוסניה Bosnian language בוסנית Bosnian pyramid claims הפירמידות בבוסניה Bosnian-Herzegovinian Patriotic Party-Sefer Halilović מפלגת הבוסנים-הרצגובינים הפטריוטית Bosnians קטגוריה:בוסנים Bosom of Abraham חיק אברהם Boson בוזון Bosons קטגוריה:בוזונים Bosphorus בוספורוס Bosphorus Bridge גשר הבוספורוס Bosporan Kingdom הממלכה של בוספורוס הקימרי Bosra בוסרה Boss בוס Bossa nova בוסה נובה Bostanai בוסתנאי בן חנינאי Boston בוסטון Boston חסידות בוסטון Boston Bruins בוסטון ברואינס Boston Celtics בוסטון סלטיקס Boston Celtics head coaches קטגוריה:מאמני בוסטון סלטיקס Boston Celtics players קטגוריה:כדורסלני בוסטון סלטיקס Boston City Hall בניין עיריית בוסטון Boston College בוסטון קולג' Boston College Eagles men's basketball players קטגוריה:כדורסלני בוסטון קולג' Boston Common בוסטון קומון Boston Consulting Group בוסטון קונסלטינג גרופ Boston Corbett בוסטון קורבט Boston Dynamics בוסטון דיינמיקס Boston Legal בוסטון ליגל Boston Light האור של בוסטון Boston Marathon מרתון בוסטון Boston Marathon bombing הפיגוע במרתון בוסטון Boston Massacre טבח בוסטון Boston Navy Yard מספנת הצי בבוסטון Boston Pops Orchestra תזמורת הטיילת של בוסטון Boston Red Sox בוסטון רד סוקס Boston Scientific בוסטון סיינטיפיק Boston Symphony Orchestra התזמורת הסימפונית של בוסטון Boston Tea Party מסיבת התה של בוסטון Boston Terrier בוסטון טרייר Boston Throne כס בוסטון Boston University אוניברסיטת בוסטון Boston University faculty קטגוריה:סגל אוניברסיטת בוסטון Boston campaign המערכה על בוסטון Boston cream pie בוסטון קרים פאי Boston marriage נישואי בוסטון Bosworth בוסוורת' Bot בוט Bot תבנית:בוט Bot-Schafter משתמש:Bot-Schafter BotMultichill משתמש:BotMultichill Botafogo בוטפוגו Botafogo de Futebol e Regatas בוטפוגו Botafogo de Futebol e Regatas players קטגוריה:כדורגלני בוטפוגו Botanical garden גן בוטני Botanical garden הגן הבוטני Botanical gardens קטגוריה:גנים בוטניים Botanical gardens in Israel קטגוריה:ישראל: גנים בוטניים Botanical gardens in New York קטגוריה:ניו יורק: גנים בוטניים Botanischer Garten München-Nymphenburg הגן הבוטני מינכן-נימפנבורג Botanists קטגוריה:בוטנאים Botany בוטניקה Botany קטגוריה:בוטניקה Botany infobox templates קטגוריה:תבניות פרמטריות - בוטניקה Botany stubs קטגוריה:קצרמר בוטניקה Botany templates קטגוריה:תבניות ניווט - בוטניקה Botaurus אנפה מסורטטת Botellón בוטיון Botevgrad בוטבגרד Botfly אסטריתיים Bothriechis schlegelii צפעון דקל עפעפי Bothriomyrmex syrius עורפנית סורית Bothriopsis taeniata צפעון יער נקוד Bothrochilus פיתון ביסמרק טבעתי Bothrops alternatus גומצן אורוטו Bothrops asper גומצן חניתי Bothrops atrox גומצן אימתן Bothrops brazili גומצן ברזילי Botnet בוטנט Botoșani בוטושאן Botoșani County בוטושאן Botoșani Ștefănești שטפנשט Bots ויקיפדיה:בוט Bots תבנית:Bots Bots/Requests for approval ויקיפדיה:בקשות לדגל בוט Botswana בוטסואנה Botswana קטגוריה:בוטסואנה Botswana Kanye קניה Botswana Maun מאון Botswana at the Olympics בוטסואנה במשחקים האולימפיים Botswana at the Paralympics בוטסואנה במשחקים הפאראלימפיים Botswana athletes קטגוריה:אתלטים בוטסואנים Botswana national football team נבחרת בוטסואנה בכדורגל Botswana politicians קטגוריה:פוליטיקאים בוטסוואנים Botswana pula פולה Botswana sportspeople קטגוריה:ספורטאים בוטסואנים Botswana–Israel relations יחסי בוטסואנה-ישראל Botta בוטה Bottarga בוטרגו Bottle בקבוק Bottle Rack מתקן בקבוקים Bottle cap פקק Bottleneck צוואר בקבוק Bottlenose dolphin דולפינן Bottlenose whale בקבוקף Bottles קטגוריה:בקבוקים Bottom quark קווארק תחתון Bottom-up מלמטה למעלה Bottom-up approach of the Holocaust גישת מלמטה-למעלה בחקר השואה Botulinum toxin טוקסין הבוטולינום Botulism בוטוליזם Botwulf of Thorney בוטולף הקדוש Botz~enwiki משתמש:Botz Bou Regreg בו רגרג Boualem Sansal בואלם סנסל Bouchard II of Montmorency בושאר לה בארבי Boudewijn Zenden בודווין זנדן Boudica בודיקיאה Bougainville Campaign המערכה בבוגנוויל Bougainville Island בוגנוויל Bougainvillea בוגנוויליה Bouillabaisse בויאבז Bouillon ציר Boujad בוז'עד Boukha בוכא Bouldering טיפוס בולדרינג Boulevard שדרה Boulevard Périphérique בולוואר פריפריק Boulevard Ring טבעת השדרות Boulevard Saint-Germain שדרות סן ז'רמן Boulevard Saint-Michel שדרות סן-מישל Boulevard du Temple דאגרוטיפ של שדרות דו-טמפל Boulevard of Broken Dreams Boulevard of Broken Dreams Boulevards in Paris קטגוריה:פריז: שדרות Bouli בולי איש השלג Boulogne-sur-Mer בולון-סור-מר Boumerdès בומרדס Bouncing Babies Bouncing Babies Bouncing bomb פצצה קופצת Bouncy ball כדור גומי Bound קשורות Boundary שפה Boundary Park באונדרי פארק Boundary layer שכבת גבול Boundary marker אבן גבול Boundary value problem תנאי שפה Boundary-work עבודת גבול Bounded function פונקציה חסומה Bounded operator אופרטור לינארי חסום Bounded set קבוצה חסומה Bounded variation השתנות חסומה Bounty Islands איי באונטי Bouquet garni בוקה גרני Bouquet of Lilies Clock שעון זר השושן הצחור Bourbon בורבון Bourbon Reforms הרפורמות הבורבוניות Bourbon Restoration הרסטורציה Bourbon Restoration קטגוריה:הרסטורציה Bourbon whiskey בורבון Bourbon whiskey קטגוריה:ויסקי בורבון Bourdon בורדון Bourekas film סרט בורקס Bourg-en-Bresse בור-אן-ברס Bourg-la-Reine בור-לה-רן Bourgeois בורז'ואה Bourgeoisie בורגנות Bourges בורז' Bourges Cathedral קתדרלת בורז' Bourgogne בורגונדי Bourgogne-Franche-Comté בורגון-פראנש-קונטה Bourgogne-Franche-Comté קטגוריה:בורגון-פראנש-קונטה Bourj Hammoud בורג' חמוד Bourlon's genet גחן בורלון Bourne ג'ייסון בורן Bourne shell Bourne Shell Bournemouth בורנמות' Bournemouth Symphony Orchestra התזמורת הסימפונית של בורנמות' Bourvil בורביל Bousquet בוסקה Boussinesq approximation קירוב בוסינסק Boustrophedon בוסטרופידון Bouthaina Shaaban בות'יינה שעבאן Boutique בוטיק Boutique hotel מלון בוטיק Boutros Boutros-Ghali בוטרוס בוטרוס ראלי Boutros Ghali בוטרוס ראלי Bouvet Island בובה Bouvier des Flandres בוביה דה פלאנדר Bouzouki בוזוקי Bouzouki players קטגוריה:נגני בוזוקי Bovidae פריים Bovidae קטגוריה:פריים Bovinae פרים Bovine somatotropin Bovine somatotropin Bovine spongiform encephalopathy ספגת המוח Bovine virus diarrhea מחלת הריריות בבקר Bovines קטגוריה:בקר Bovini בקר Bovo-Bukh בבא ד'אנטונא Bow קשת Bow Wow באו וואו Bow and arrow חץ וקשת Bow thruster מדחף תמרון Bow tie עניבת פרפר Bowe Bergdahl בו ברגדאל Bowed string instrument כלי קשת Bowed string instrument makers קטגוריה:בוני כלי קשת Bowen בואן Bowen's reaction series שורת בואן Bowerbird סוכיים Bowers Hardwick פסק דין באוורס נגד הארדוויק Bowhead whale בלנה גרינלנדית Bowie בואי Bowing קידה Bowl קערה Bowler hat כובע באולר Bowline עניבת הצלה Bowling קטגוריה:כדורת Bowling Alone לשחק כדורת לבד Bowling for Columbine באולינג לקולומביין Bowls כדורת דשא Bowmore distillery בוומור Bows קטגוריה:קשתות Bowuzhi תיעוד עושר הדברים Box בוקס Box קופסה Box Office Mojo Box Office Mojo Box jellyfish מדוזות קובייתיות Box portal skeleton פורטל:בסיס Box set מארז תקליטורים Box-shadow תבנית:Box-shadow Boxer בוקסר Boxer Rebellion מרד הבוקסרים Boxer at Rest המתאגרף מקווירינאלה Boxers קטגוריה:מתאגרפים Boxing איגרוף Boxing קטגוריה:איגרוף Boxing Day יום הקופסאות Boxing at the Summer Olympics איגרוף במשחקים האולימפיים Box–Muller transform טרנספורמצית בוקס-מולר Boy A בוי A Boy Charlton בוי צ'רלטון Boy George בוי ג'ורג' Boy Meets Girl בן לוקח בת Boy band להקת בנים Boy bands קטגוריה:להקות בנים Boy with a Basket of Fruit נער עם סל פירות Boyan חסידות בויאן Boyana Church כנסיית בויאנה Boyar בויאר Boyce בויס Boycott חרם צרכנים Boycotts קטגוריה:חרמות Boycotts of Israel חרם על ישראל Boyd בויד Boyfriend Boyfriend Boyhood התבגרות Boyko Borissov בויקו בוריסוב Boyle בויל Boyle's law חוק בויל-מריוט Boys Boys Boys Don't Cry בנים אינם בוכים Boys Like Girls בויז לייק גירלז Boys Town Jerusalem קריית נוער Boys anti-tank rifle בויס Boys on the Side גברים בצד Boyster בויסטר Boyzone בויזון Boza בראגה Boáz Klartag בועז קלרטג Boötes קטגוריה:קבוצת הכוכבים רועה דובים Boötes רועה דובים Boćki בוצ'קי Boğaziçi University אוניברסיטת בואזיצ'י Bošković בוסקוביץ Bože pravde המנון סרביה Božidar Maljković בוז'ידאר מליקוביץ' Bpolania/sandbox פטיש המכשפות Bra חזייה Braathens Regional Aviation מאלמה תעופה Brabançonne המנון בלגיה Brabs n פין Bracelet צמיד Bracelets קטגוריה:צמידים Bracewell Smith ברייסוול סמית' Bracey Wright ברייסי רייט Bracha Eden and Alexander Tamir ברכה עדן Bracha Peli ברכה פלאי Bracha Qafih ברכה קאפח Brachial artery עורק הזרוע Brachial plexus מקלעת הזרוע Brachialis muscle שריר הזרוע Brachinus crepitans מפציצנית מרעישה Brachiocephalic artery גזע הזרוע והראש Brachiocephalic vein וריד הזרוע והראש Brachiopod ברכיופודים Brachioradialis שריר הזרוע והחישור Brachiosauridae ברכיוזאוריים Brachiosaurs קטגוריה:ברכיוזאוריים Brachiosaurus ברכיוזאורוס Brachistochrone curve בעיית הברכיסטוכרון Brachycera זבובים Brachychiton ברכיכיטון Brachydactyly ברכידקטיליה Brachypelma ברכיפלמה Brachypelma albopilosum טרנטולה מקורזלת Brachypelma auratum טרנטולה ברכי אש מקסיקנית Brachypelma boehmei טרנטולה רגלי אש מקסיקנית Brachypelma emilia טרנטולה אדומת רגליים מקסיקנית Brachypelma klaasi טרנטולה ורודה מקסיקנית Brachypelma vagans טרנטולה אדומת אחוריים מקסיקנית Brack בראק Bracket סוגריים Brackish water מים מליחים Braconidae ברקוניים Bracton/Sandbox/Game theory תורת המשחקים Brad Bird בראד בירד Brad Bridgewater בראד ברידג'ווטר Brad Cooper בראד קופר Brad Daugherty בראד דוהרטי Brad Davis בראד דייוויס Brad Delson בראד דלסון Brad Dourif בראד דוריף Brad Friedel בראד פרידל Brad Garrett בראד גארט Brad Greenberg בראד גרינברג Brad Guzan בראד גוזאן Brad Jones בראד ג'ונס Brad Kavanagh בראד קבאנה Brad Mehldau בראד מלדאו Brad Miller בראד מילר Brad Pitt בראד פיט Brad Sherman בראד שרמן Brad Stevens בראד סטיבנס Brad Walker בראד ווקר Bradbury ברדבורי Brades בראדס Bradford ברדפורד Bradford City A.F.C. players קטגוריה:כדורגלני ברדפורד סיטי Bradford City stadium fire אסון ברדפורד סיטי Bradford Dillman ברדפורד דילמן Bradford protein assay שיטת ברדפורד Bradley בראדלי Bradley Beal בראדלי ביל Bradley Burston בראדלי בורסטון Bradley Carnell בראדלי קארנל Bradley Cooper בראדלי קופר Bradley James בראדלי ג'יימס Bradley Whitford בראדלי ויטפורד Bradley Wiggins בראדלי ויגינס Bradley effect אפקט בראדלי Bradshaw ברדשו Brady בריידי Bradycardia ברדיקרדיה Braess' paradox פרדוקס ברס Braga בראגה Bragg בראג Bragg's law חוק בראג Brahe ברהה Brahma ברהמה Brahma Kumaris ברהמא קומאריס Brahma chicken ברהמה Brahmagupta בראהמגופטה Brahmagupta's formula נוסחת ברהמגופטה Brahman ברהמן Brahmaputra River בראהמאפוטרה Brahmi numerals ספרות ברהאמיניות Brahmi script בראהמי Brahminy kite דיית ברהמיני Braid Braid Braid צמה Braid group חבורת הצמות Braille כתב ברייל Braille cell תבנית:ברייל Brain מוח Brain קטגוריה:המוח Brain Dead 7/Sandbox ממבה שחורה Brain Drill בריין דריל Brain Salad Surgery Brain Salad Surgery Brain Wall ראש בקיר Brain coral מוחן Brain damage נזק מוחי Brain death מוות מוחי Brain stem death מוות מוחי Brain tumor גידול מוחי Brain-derived neurotrophic factor גורם נוירוטרופי מוחי BrainPop בריינפופ Brainfuck Brainfuck Brainiac ברייניאק Brainiac: Science Abuse Brainiac Brainstem גזע המוח Brainstorming סיעור מוחות Brainsway בריינסוויי Brake בלם Bram Cohen בראם כהן Bram Stoker ברם סטוקר Bram Stoker's Dracula דרקולה Bramble Cay melomys מלומיס קי ברמבל Bran סובין Bran Castle טירת בראן Brancacci Chapel קפלת בראנקאצ'י Branch ענף Branches of biology קטגוריה:תחומים בביולוגיה Branches of biology תבנית:ביולוגיה Branches of chemistry תבנית:כימיה Branches of geography קטגוריה:גאוגרפיה: תחומי מחקר Branches of physics תבנית:נושאים בפיזיקה Branchiopoda סרטנים מסננים Branchiopoda קטגוריה:סרטנים מסננים Branco ברנקו Branco River ריו ברנקו Branco Weiss ברנקו וייס Brand ברנד Brand מותג Brand New Eyes Brand New Eyes Brand New Eyes cover.jpg קובץ:Brand New Eyes-Paramore.jpg Brand management קטגוריה:מותג Brand name beverage products קטגוריה:מותגי משקאות Brand name food products קטגוריה:מותגי מזון Brandberg Mountain ברנדברג Brandeis ברנדייס Brandeis University אוניברסיטת ברנדייס Brandeis University faculty קטגוריה:סגל אוניברסיטת ברנדייס Brandenburg ברנדנבורג Brandenburg קטגוריה:ברנדנבורג Brandenburg Concertos הקונצ'רטי הברנדנבורגיים Brandenburg Gate שער ברנדנבורג Brandenburg an der Havel ברנדנבורג Brandes ברנדס Brandi Chastain ברנדי צ'סטיין Brandies קטגוריה:ברנדי Brandlammhorn ברנדלמהורן Brando Eaton ברנדו איטון Brandon Bass ברנדון באס Brandon Beemer ברנדון בימר Brandon Flowers ברנדון פלאוורס Brandon Hunter ברנדון האנטר Brandon Ingram ברנדון אינגרם Brandon Jennings ברנדון ג'נינגס Brandon Knight ברנדון נייט Brandon Lee ברנדון לי Brandon Mayfield ברנדון מייפילד Brandon Mychal Smith ברנדון מייקל סמית' Brandon Routh ברנדון ראות' Brandon Roy ברנדון רוי Brandon Sanderson ברנדון סנדרסון Brandon Teena ברנדון טינה Brandon deWilde ברנדון דה ווילד Brands קטגוריה:מותגים Brandt ברנדט Brandur Olsen ברנדור אולסן Brandy ברנדי Brandy Alexander ברנדי אלכסנדר Brandy Norwood ברנדי נורווד Brane ממברנה Branislav Ivanović ברניסלב איבנוביץ' Branislav Jovanović ברניסלאב יובנוביץ' Branislav Nušić ברניסלב נושיץ' Branko Crvenkovski ברנקו צרבנקובסקי Branko Grünbaum ברנקו גרונבאום Branko Ilić ברנקו איליץ' Branko Ivanković ברנקו איבנקוביץ' Branko Lustig ברנקו לוסטיג Branko Oblak ברנקו אובלק Brannon Braga בראנון בראגה Bransfield Strait מצר ברנספילד Branta ברנטה Branting I Cabinet ממשלת ברנטינג הראשונה Branwell Brontë פטריק ברנוול ברונטה Brasidas ברסידאס Braslaw ברסלב Brass פליז Brass instrument כלי נשיפה ממתכת Brass instruments קטגוריה:כלי נשיפה ממתכת Brass knuckles אגרופן Brassaï בראסאי Brasserie בראסרי Brasserie Les Halles בראסרי לה האל Brasserie Lipp בראסרי ליפ Brassica כרוב Brassica oleracea כרוב הבר Brassica rapa לפת Brassicaceae מצליבים Brassicaceae קטגוריה:מצליבים Brassicales צלפאים Brassicales קטגוריה:צלפאים Brassinosteroid ברסינוסטרואיד Brasília ברזיליה Brasília קטגוריה:ברזיליה Brasília International Airport נמל התעופה הבינלאומי ברזיליה Bratislava ברטיסלאבה Bratislava קטגוריה:ברטיסלאבה Bratslav ברסלב Bratz בראץ Brauer בראואר Brauer group חבורת בראוור Braun בראון Braunau am Inn בראונאו אם אין Braunau am Inn District בראונאו אם אין Brauner בראונר Braunschweig בראונשווייג Braunschweig-class corvette קורבטות מסדרת בראונשוייג Brauroneion מקדש ארטמיס בראורוניה Brava בראווה Bravais lattice סריגי בראבה Brave Brave Brave אמיצה Brave New World Brave New World Brave New World עולם חדש מופלא Braveheart לב אמיץ Braverman ברוורמן Braves001 צ'יינלונג Bravo בראבו Bravo Award פרס בראבו Bravo award winners תבנית:זוכי פרס בראבו Bravo321 משתמש:Bravo123 Braxton ברקסטון Bray בריי Brazen bull שור הפליז Brazil ברזיל Brazil פורטל:ברזיל Brazil קטגוריה:ברזיל Brazil North Region האזור הצפוני Brazil North Region קטגוריה:האזור הצפוני Brazil at the Olympics ברזיל במשחקים האולימפיים Brazil at the Paralympics ברזיל במשחקים הפאראלימפיים Brazil international footballers קטגוריה:כדורגלני נבחרת ברזיל Brazil men's national volleyball team נבחרת ברזיל בכדורעף Brazil national basketball team נבחרת ברזיל בכדורסל Brazil national football team נבחרת ברזיל בכדורגל Brazil national football team managers קטגוריה:מאמני נבחרת ברזיל בכדורגל Brazil national football team navigational boxes קטגוריה:סגלי נבחרת ברזיל בכדורגל Brazil nut אגוז ברזילאי Brazil squad 1958 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1958 Brazil squad 1962 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1962 Brazil squad 1966 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1966 Brazil squad 1970 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1970 Brazil squad 1974 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1974 Brazil squad 1978 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1978 Brazil squad 1982 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1982 Brazil squad 1986 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1986 Brazil squad 1990 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1990 Brazil squad 1993 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 1993 Brazil squad 1994 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1994 Brazil squad 1995 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 1995 Brazil squad 1997 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 1997 Brazil squad 1998 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 1998 Brazil squad 1999 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 1999 Brazil squad 2001 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 2001 Brazil squad 2002 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 2002 Brazil squad 2003 FIFA Women's World Cup תבנית:נבחרת ברזיל בכדורגל נשים במונדיאל 2003 Brazil squad 2004 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 2004 Brazil squad 2006 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 2006 Brazil squad 2007 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 2007 Brazil squad 2010 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 2010 Brazil squad 2011 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 2011 Brazil squad 2014 FIFA World Cup תבנית:נבחרת ברזיל במונדיאל 2014 Brazil squad 2015 Copa América תבנית:נבחרת ברזיל בקופה אמריקה 2015 Brazil squad Copa América Centenario תבנית:נבחרת ברזיל בקופה אמריקה 2016 Brazil templates קטגוריה:תבניות ניווט - ברזיל Brazil v Germany מינייראסו Brazil women's national basketball team נבחרת ברזיל בכדורסל נשים Brazil women's national football team נבחרת ברזיל בכדורגל נשים Brazilian Air Force חיל האוויר הברזילאי Brazilian Antarctica אנטארקטיקה הברזילאית Brazilian Armed Forces הכוחות המזוינים של ברזיל Brazilian Carnival הקרנבל הברזילאי Brazilian Expeditionary Force כוח המשלוח הברזילאי Brazilian Football Confederation קונפדרציית הכדורגל הברזילאית Brazilian Institute of Environment and Renewable Natural Resources איבמה Brazilian Institute of Geography and Statistics IBGE Brazilian Integralism אינטגרליזם ברזילאי Brazilian Intelligence Agency סוכנות הביון של ברזיל Brazilian Jews קטגוריה:יהודים ברזילאים Brazilian Labour Party מפלגת העבודה Brazilian National Anthem המנון ברזיל Brazilian Navy חיל הים הברזילאי Brazilian Righteous Among the Nations קטגוריה:ברזילאים חסידי אומות העולם Brazilian Social Democracy Party מפלגת הסוציאל-דמוקרטיה הברזילאית Brazilian Space Agency סוכנות החלל הברזילאית Brazilian actors קטגוריה:שחקני קולנוע וטלוויזיה ברזילאים Brazilian architects קטגוריה:אדריכלים ברזילאים Brazilian artists קטגוריה:אמנים ברזילאים Brazilian athletes קטגוריה:אתלטים ברזילאים Brazilian basketball players קטגוריה:כדורסלנים ברזילאים Brazilian chess players קטגוריה:שחמטאים ברזילאים Brazilian clergy קטגוריה:אנשי דת ברזילאים Brazilian communists קטגוריה:קומוניסטים ברזילאים Brazilian composers קטגוריה:מלחינים ברזילאים Brazilian conductors קטגוריה:מנצחים ברזילאים Brazilian cuisine המטבח הברזילאי Brazilian cuisine קטגוריה:המטבח הברזילאי Brazilian culture קטגוריה:ברזיל: תרבות Brazilian directors קטגוריה:במאים ברזילאים Brazilian dramatists and playwrights קטגוריה:מחזאים ברזילאים Brazilian female models קטגוריה:דוגמניות ברזילאיות Brazilian film directors קטגוריה:במאי קולנוע ברזילאים Brazilian films קטגוריה:סרטים ברזילאיים Brazilian football managers קטגוריה:מאמני כדורגל ברזילאים Brazilian footballers קטגוריה:כדורגלנים ברזילאים Brazilian guitarists קטגוריה:גיטריסטים ברזילאים Brazilian historians קטגוריה:היסטוריונים ברזילאים Brazilian jiu-jitsu ג'ו ג'יטסו ברזילאי Brazilian journalists קטגוריה:עיתונאים ברזילאים Brazilian judoka קטגוריה:ג'ודוקא ברזילאים Brazilian law קטגוריה:ברזיל: חוק ומשפט Brazilian literature קטגוריה:ספרות ברזילאית Brazilian martial artists קטגוריה:אמני לחימה ברזילאים Brazilian mathematicians קטגוריה:מתמטיקאים ברזילאים Brazilian military תבנית:הכוחות המזוינים של ברזיל Brazilian military government היסטוריה של ברזיל: דיקטטורה צבאית Brazilian music קטגוריה:מוזיקה ברזילאית Brazilian musical groups קטגוריה:להקות ברזילאיות Brazilian musicians קטגוריה:מוזיקאים ברזילאים Brazilian mythology פולקלור ברזילאי Brazilian painters קטגוריה:ציירים ברזילאים Brazilian people קטגוריה:ברזילאים Brazilian people by occupation קטגוריה:ברזילאים לפי מקצוע Brazilian physicians קטגוריה:רופאים ברזילאים Brazilian poets קטגוריה:משוררים ברזילאים Brazilian politicians קטגוריה:פוליטיקאים ברזילאים Brazilian porcupine סמרן לופתן Brazilian racing drivers קטגוריה:נהגי מכוניות מרוץ ברזילאים Brazilian real ריאל ברזילאי Brazilian rock רוק ברזילאי Brazilian scientists קטגוריה:מדענים ברזילאים Brazilian sculptors קטגוריה:פסלים ברזילאים Brazilian singers קטגוריה:זמרים ברזילאים Brazilian sportspeople קטגוריה:ספורטאים ברזילאים Brazilian swimmers קטגוריה:שחיינים ברזילאים Brazilian teal ברווז ברזילאי Brazilian tennis players קטגוריה:טניסאים ברזילאים Brazilian three-banded armadillo ארמדיל שלוש-החגורות הברזילאי Brazilian wandering spider עכביש נודד ברזילאי Brazilian whiteknee tarantula טרנטולה לבנת ברכיים ענקית Brazilian women's footballers קטגוריה:כדורגלניות ברזילאיות Brazilian writers קטגוריה:סופרים ברזילאים Brazil–Israel relations יחסי ברזיל-ישראל Brazing and soldering קטגוריה:הלחמה Brazzaville ברזוויל Brazzers Brazzers Brańsk בראנסק Brașov בראשוב Bra–ket notation סימון דיראק Breach of promise הפרת הבטחת נישואים Bread לחם Bread and Puppet Theater תיאטרון לחם ובובות Bread and salt לחם ומלח Bread crumbs פירורי לחם Bread machine אופה לחם Bread of Life Discourse דרשת לחם החיים Bread pudding פודינג לחם Bread roll לחמנייה Breadbox ארגז לחם Breadfruit עץ הלחם Breads קטגוריה:לחם Breadstick גריסיני Breadth-first search אלגוריתם חיפוש לרוחב Breadwinners משוגעגע Break ברייק Break הפסקת קפה Break Free Break Free Break It Off Break It Off Break On Through Break on Through Break the Ice Break the Ice Breakaway Breakaway Breakfast ארוחת בוקר Breakfast at Tiffany's ארוחת בוקר בטיפאני Breakfast cereal דגני בוקר Breakfast cereals קטגוריה:דגני בוקר Breakfasts קטגוריה:ארוחת בוקר Breakin' שיגעון הברייקדאנס Breaking Bad שובר שורות Breaking Benjamin ברייקינג בנג'מין Breaking Dawn שחר מפציע Breaking benjamin saturate.jpg תמונה:Breaking Benjamin Saturate.jpg Breaking news מבזק חדשות Breaking the Habit Breaking the Habit Breaking the Magician's Code: Magic's Biggest Secrets Finally Revealed סודות הקוסמים נחשפים Breaking the Silence שוברים שתיקה Breaking the Waves לשבור את הגלים Breaking wheel גלגל שבירה Breakpoint נקודת עצירה Breakthrough קרב הבקעה Breakthrough Prize in Life Sciences פרס פריצת דרך במדעי החיים Breakwater שובר גלים Breast שד Breast cancer סרטן השד Breast cancer קטגוריה:סרטן השד Breast diseases קטגוריה:הפרעות בשד Breast implant שתל חזה Breast reconstruction שחזור שד Breastfeeding הנקה Breaststroke שחייה תחרותית#חזה Breaststroke swimmers קטגוריה:שחייני חזה Breath-holding spell התקף עצירת נשמה Breathalyzer ינשוף Breathing נשימה Breathless Breathless Breathless עד כלות הנשימה Brecher ברכר Breckin Meyer ברקין מאייר Breckinridge Long ברקינרידג' לונג Brecqhou ברצ'ו Breda ברדה Breda Ba.65 ברדה Ba.65 Breda Model 35 ברדה מודל 35 Breech birth לידת עכוז Breeches אברקיים Breeches role תפקיד מכנסיים Breed group חלוקת גזעי הכלבים לפי FCI Breeder reactor כור תרבית Breeding back הכלאה לאחור Breeds There a Man...? תרבה שם אדם...? Breel Embolo בריל אמבולו Breen ברין Breezybri08/sandbox נורמה Brega בורייקה Bregenz ברגנץ Bregovo ברגובו Breinigerberg ברייניגרברג Breira ברירה Breisach ברייזאך Breithorn ברייטהורן Breithorn לוטשנטל ברייטהורן Breitkopf & Härtel ברייטקופף והרטל Breitlauihorn ברייטלאיהורן Breitling Jet Team הצוות האווירובטי ברייטלינג Breitling SA ברייטלינג Breitscheidplatz כיכר ברייטשייד Breiðablik UBK players קטגוריה:כדורגלני בריידבליק Bremen ברמן Bremen קטגוריה:ברמן Bremen City Hall בית עיריית ברמן Bremen Roland פסל רולנד בברמן Bremsstrahlung קרינת בלימה Bren light machine gun ברן Brenda Asnicar ברנדה אסניקר Brenda Blethyn ברנדה בלתין Brenda Fricker ברנדה פריקר Brenda Gandini ברנדה גנדיני Brenda Howard ברנדה הווארד Brenda Lee ברנדה לי Brenda Song ברנדה סונג Brenda Strong ברנדה סטרונג Brenda Vaccaro ברנדה ואקרו Brenda's Got a Baby Brenda's Got a Baby Brendan ברנדן מקלונפרט Brendan Coyle ברנדן קויל Brendan Fraser ברנדן פרייזר Brendan Gleeson ברנדן גליסון Brendan Hansen ברנדן הנסן Brendan Haywood ברנדן הייווד Brendan Rodgers ברנדן רוג'רס BrendanH/Guinness בירה גינס Brendon Urie ברנדון יורי Brennan ברנן Brenner ברנר Brenner Pass מעבר ברנר Brenner Prize פרס ברנר Brenner Prize recipients קטגוריה:זוכי פרס ברנר Brenner Regional Council מועצה אזורית ברנר Brenner Regional Council קטגוריה:מועצה אזורית ברנר Brenner Regional Council תבנית:מועצה אזורית ברנר Brennius ברניוס Breno Borges ברנו Brent ברנט Brent Barry ברנט בארי Brent Hayden ברנט היידן Brent Perreault/sandbox מוגדר היטב Brent Scowcroft ברנט סקוקרופט Brent Spiner ברנט ספיינר Brenta ברנטה Brentano ברנטנו Brentford F.C. ברנטפורד Brentford F.C. managers קטגוריה:מאמני ברנטפורד Brentford F.C. players קטגוריה:כדורגלני ברנטפורד Brenton Rickard ברנטון ריקארד Brescia ברשה Brescia Calcio ברשה Brescia Calcio players קטגוריה:כדורגלני ברשה Breslov ברסלב Breslov חסידות ברסלב Breslov Hasidim קטגוריה:חסידי ברסלב Breslov Hasidism קטגוריה:ברסלב Breslov rabbis קטגוריה:רבני ברסלב Bressay בריסיי Bresse Gauloise עוף ברס Brest ברסט Brest Fortress מבצר ברסט ליטובסק Brest Region ברסט Brest Region קטגוריה:מחוז ברסט Bret Baier ברט בייר Bret Easton Ellis ברט איסטון אליס Bret Hart ברט הארט Bretagne בריטני Brethren of Purity האחים הטהורים Breton lai עלילה ברטונית Breton language ברטונית Bretschneider's formula נוסחת ברטשניידר Brett Anderson Brett Anderson Brett Anderson ברט אנדרסון Brett Butler ברט באטלר Brett Favre ברט פארב Brett Ratner ברט ראטנר Bretton Woods system הסכם ברטון-וודס Breuer ברויאר Brevet דרגת ייצוג בצה"ל Brevicipitidae ברוויסיפיטיים Breviparopus ברוויפארופוס Brewer ברואר Brewery מבשלה Brewery companies קטגוריה:יצרני בירה Brewing בישול Brewster ברוסטר Brewster's angle זווית ברוסטר Brezhnev Doctrine דוקטרינת ברז'נייב Brežice ברז'יצה Brian Austin Green בריאן אוסטין גרין Brian Blessed בריאן בלסד Brian Boitano בריאן בויטנו Brian Boru בריאן בורו Brian Clough בריאן קלאף Brian Cook בריאן קוק Brian Cowen בריאן קוואן Brian Cox בריאן קוקס Brian De Palma בריאן דה פלמה Brian Dennehy בריאן דנהי Brian Eno בריאן אינו Brian Epstein בריאן אפשטיין Brian Friel בריאן פריל Brian Geraghty בריאן גראתי Brian Goodell בריאן גודל Brian Grant בריאן גרנט Brian Greene בריאן גרין Brian Griffin בריאן גריפין Brian Holland בריאן הולנד Brian Horrocks בריאן הורוקס Brian Hyland בריאן היילנד Brian Jones בריאן ג'ונס Brian Josephson בריאן ג'וזפסון Brian Kernighan בריאן קרניגהאן Brian Kobilka בריאן קובילקה Brian Laudrup בריאן לאודרופ Brian Littrell בריאן ליטרל Brian May בריאן מיי Brian McBride בריאן מקברייד Brian McClair בריאן מקלייר Brian McFadden בריאן מקפדן Brian Michael Bendis בריאן מייקל בנדיס Brian Molko בריאן מולקו Brian Mulroney בריאן מלרוני Brian Orser בריאן אורסר Brian Randle בריאן רנדל Brian Reilly בריין פטריק ריילי Brian Roberts בריאן רוברטס Brian Sandoval בריאן סנדובל Brian Schatz בריאן שץ Brian Schmidt בריאן שמידט Brian Skinner בריאן סקינר Brian Talbot בריאן טלבוט Brian Tee בריאן טי Brian Van Holt בריאן ואן הולט Brian Weiss בריאן וייס Brian Wilson בריאן וילסון Brian Yuzna בריאן יוזנה Brian/Colour צבע Briana Evigan בריאנה אביגן Briana Scurry בריאנה סקארי Brianna Rollins בריאנה רולינס Brianne Theisen-Eaton בריאן תיסן-איטון Brianshapiro/Drafts/Ross Perot רוס פרו Bribery שוחד Bricha תנועת הבריחה Brick Brick Brick בריק Brick לבנה Brickie/Sandbox/Nepotism נפוטיזם Brickie/Sandbox/WWI הגורמים למלחמת העולם הראשונה Bricolage בריקולאז' Bricta בריקטה Bride and Prejudice כלה ודעה קדומה Bride price מוהר Bridegroom שושבין Bridei ברידיי Bridei I מלך הפיקטים ברידיי הראשון Bridei II מלך הפיקטים ברידיי השני Bridei III מלך הפיקטים ברידיי השלישי Bridei IV מלך הפיקטים ברידיי הרביעי Bridei V מלך הפיקטים ברידיי החמישי Bridei VI מלך הפיקטים ברידיי השישי Bridei VII מלך הפיקטים ברידיי השביעי Bridewell Palace ארמון בריידוול Bridge גשר Bridge of Four Lions גשר ארבעת האריות Bridge of Sighs גשר האנחות Bridge of Spies גשר המרגלים Bridge of the Americas גשר האמריקות Bridge over Troubled Water Bridge over Troubled Water Bridge router BRouter Bridge to Terabithia ממלכת טרביתיה Bridgehead ראש גשר Bridges ברידג'ס Bridges קטגוריה:גשרים Bridges and tunnels in London קטגוריה:לונדון: גשרים Bridges by country קטגוריה:גשרים לפי מדינה Bridges family קטגוריה:משפחת ברידג'ס Bridges in Australia קטגוריה:אוסטרליה: גשרים Bridges in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: גשרים Bridges in Brazil קטגוריה:ברזיל: גשרים Bridges in Budapest קטגוריה:בודפשט: גשרים Bridges in Canada קטגוריה:קנדה: גשרים Bridges in China קטגוריה:הרפובליקה העממית של סין: גשרים Bridges in Denmark קטגוריה:דנמרק: גשרים Bridges in France קטגוריה:צרפת: גשרים Bridges in Germany קטגוריה:גרמניה: גשרים Bridges in Greece קטגוריה:יוון: גשרים Bridges in Hungary קטגוריה:הונגריה: גשרים Bridges in Israel קטגוריה:ישראל: גשרים Bridges in Italy קטגוריה:איטליה: גשרים Bridges in Japan קטגוריה:יפן: גשרים Bridges in Moscow קטגוריה:מוסקבה: גשרים Bridges in New York קטגוריה:מדינת ניו יורק: גשרים Bridges in New York City קטגוריה:ניו יורק: גשרים Bridges in Norway קטגוריה:נורווגיה: גשרים Bridges in Panama קטגוריה:פנמה: גשרים Bridges in Paraguay קטגוריה:פרגוואי: גשרים Bridges in Rome קטגוריה:רומא: גשרים Bridges in Russia קטגוריה:רוסיה: גשרים Bridges in Senegal קטגוריה:סנגל: גשרים Bridges in Serbia קטגוריה:סרביה: גשרים Bridges in Slovakia קטגוריה:סלובקיה: גשרים Bridges in Spain קטגוריה:ספרד: גשרים Bridges in Switzerland קטגוריה:שווייץ: גשרים Bridges in Turkey קטגוריה:טורקיה: גשרים Bridges in Venice קטגוריה:ונציה: גשרים Bridges in Zambia קטגוריה:זמביה: גשרים Bridges in Zimbabwe קטגוריה:זימבבואה: גשרים Bridges in the Czech Republic קטגוריה:צ'כיה: גשרים Bridges in the Netherlands קטגוריה:הולנד: גשרים Bridges in the United Kingdom קטגוריה:הממלכה המאוחדת: גשרים Bridges in the United States קטגוריה:ארצות הברית: גשרים Bridges of Central London תבנית:גשרי לונדון Bridges over the East River קטגוריה:איסט ריבר: גשרים Bridges to Babylon Bridges to Babylon Bridgestone ברידג'סטון Bridget Fonda ברידג'ט פונדה Bridget Jones's Diary יומנה של ברידג'ט ג'ונס Bridget Jones: The Edge of Reason ברידג'ט ג'ונס: עובדות החיים Bridget Moynahan ברידג'ט מוינאהן Bridget Neval ברידג'ט נוול Bridget of Sweden בריגיטה הקדושה משוודיה Bridgetown ברידג'טאון Bridging גשר Bridgit Mendler ברידג'יט מנדלר Bridle רסן Bridled mabuya חומט פסים Brie ברי Brie Larson ברי לארסון Brig בריג Brig-Glis בריג-גליס Brigaad חטיבה Brigade חטיבה Brigadeiro בריגדיירו Brigades קטגוריה:בריגדות וחטיבות Brigades of Israel קטגוריה:חטיבות צה"ל Brigadier general בריגדיר גנרל Brigantia בריגנטיה Brigantine בריגנית Briggs Initiative יוזמת בריגס Brigham Young בריגהם יאנג Brigham Young University אוניברסיטת בריגהם יאנג Brigham and Women's Hospital בריגהם אנד וימנס Bright Eyes ברייט אייז Bright Food ברייט פוד Bright Shiny Morning בוקר בהיר וצח Bright Size Life Bright Size Life Bright Sparks ניצנוצים Bright Young Things צעירים יפים ומבריקים BrightSource Energy ברייטסורס אנרג'י Brightest Day היום הבהיר ביותר Brighton ברייטון Brighton קטגוריה:ברייטון Brighton & Hove Albion F.C. ברייטון אנד הוב אלביון Brighton & Hove Albion F.C. managers קטגוריה:מאמני ברייטון אנד הוב אלביון Brighton & Hove Albion F.C. players קטגוריה:כדורגלני ברייטון אנד הוב אלביון Brighton Beach ברייטון ביץ' Brighton Rock ברייטון רוק Brighton hotel bombing הפיגוע במלון גרנד בברייטון Brights movement ברייטס Brigit of Kildare בריג'יד מקילדייר Brigitte Bardot בריז'יט בארדו Brigitte Fassbaender בריגיטה פסבנדר Brigitte Foster-Hylton בריג'יט פוסטר-הילטון Brigitte Gabriel בריג'יט גבריאל Brik בריק Brill בריל Brill Building בניין בריל Brill Publishers הוצאת בריל Brilliant Blue FCF כחול בוהק FCF Brillouin and Langevin functions פונקציות ברילואן ולנז'וון Brillouin scattering פיזור ברילואן Brillouin zone אזור ברילואן Brimstone ברימסטון Brimstone Hill Fortress National Park הפארק הלאומי מצודת ברימסטון היל Brindisi ברינדיזי Brine תמלחת Brine shrimp ארטמיה Brinell scale שיטת ברינל Bring It On מעודדות צמודות Bring Me the Horizon Bring Me the Horizon Bring Me to Life Bring Me to Life Bring Ya to the Brink Bring Ya to the Brink Bring radical רדיקל ברינג Bring the Boys Back Home Bring the Boys Back Home Bring your own device BYOD Bringing Up Baby צער גידול חיות Brink's ברינקס Brinker ברינקר Brioche בריוש Brioni Agreement הסכם בריוני Brisbane בריזביין Brisbane קטגוריה:בריזביין Brisbane Road אצטדיון מצ'רום Brisbane Roar FC בריזבין רואר Brisbane Roar FC players קטגוריה:כדורגלני בריסביין רואר Brisighella בריזיגלה Brisingr בריסינגר Brisk בריסק Brisk tradition and Soloveitchik dynasty שיטת בריסק Brisker בריסקר Brisker family tree תבנית:עץ משפחת סולובייצ'יק Brisker method שיטת בריסק Bristol בריסטול Bristol קטגוריה:בריסטול Bristol Aeroplane Company בריסטול אירופליין Bristol Beaufighter בריסטול בופייטר Bristol Beaufort בריסטול בופורט Bristol Blenheim בריסטול בלנהיים Bristol Bombay בריסטול בומביי Bristol Britannia בריסטול בריטניה Bristol Bulldog בריסטול בולדוג Bristol Cathedral קתדרלת בריסטול Bristol Channel תעלת בריסטול Bristol City F.C. בריסטול סיטי Bristol City F.C. managers קטגוריה:מאמני בריסטול סיטי Bristol City F.C. players קטגוריה:כדורגלני בריסטול סיטי Bristol F.2 Fighter בריסטול F.2 Bristol Fighter בריסטול פייטר Bristol Jacob's Well באר יעקב Bristol Rovers F.C. players קטגוריה:כדורגלני בריסטול רוברס Bristol board נייר בריסטול Brit Air בריט אייר Brit Award winners קטגוריה:זוכי פרס המוזיקה הבריטית Brit Awards פרסי המוזיקה הבריטית Brit HaBirionim ברית הבריונים Brit HaKanaim ברית הקנאים Brit Marling בריט מרלינג Brit Olam ברית עולם Brit Shalom ברית שלום Brit milah ברית מילה Brit shalom ברית שלום Britain בריטניה Britannia בריטניה Britannia Park פארק בריטניה Britannia! Rule Britannia! Rule Britannicus בריטניקוס British Academy האקדמיה הבריטית British Academy Film Awards פרס באפט"א לקולנוע British Academy Film Awards קטגוריה:פרס באפט"א British Academy Television Awards פרס באפט"א לטלוויזיה British Academy of Film and Television Arts האקדמיה הבריטית לאומנויות הקולנוע והטלוויזיה British Aerospace בריטיש אירוספייס British Aerospace Harrier II בריטיש אירוספייס הרייר II British Aerospace Sea Harrier בריטיש אירוספייס הרייר ימי British Airways בריטיש איירווייז British Airways קטגוריה:בריטיש איירווייז British Airways Flight 5390 טיסה 5390 של בריטיש איירווייז British Airways Flight 9 טיסה 9 של בריטיש איירווייז British Antarctic Territory הטריטוריה הבריטית באנטארקטיקה British Armed Forces הכוחות המזוינים של בריטניה British Armed Forces קטגוריה:הכוחות המזוינים של בריטניה British Army הצבא הבריטי British Army קטגוריה:הצבא הבריטי British Army Infantry Regiments תבנית:רגימנטים בחיל הרגלים של הצבא הבריטי British Army bases קטגוריה:בסיסי הצבא הבריטי British Army generals of World War II קטגוריה:גנרלים בריטים במלחמת העולם השנייה British Army of the Rhine ארמיית הריין הבריטית British Army officer rank insignia דרגות הכוחות המזוינים הבריטיים British Army personnel of World War II קטגוריה:אנשי צבא בריטים במלחמת העולם השנייה British Bulldog הקדרים באים British Civil Air Ensign דגל האוויר האזרחי של הממלכה המאוחדת British Columbia קולומביה הבריטית British Columbia קטגוריה:קולומביה הבריטית British Columbia Delta דלתה British Columbia Ladysmith ליידיסמית' British Columbia Prince George פרינס ג'ורג' British Columbia Surrey סארי British Columbia Victoria ויקטוריה British Commandos הקומנדו הבריטי British Commandos קטגוריה:הקומנדו הבריטי British Commonwealth Air Training Plan תוכנית אימוני האוויר של חבר העמים הבריטי British DJs קטגוריה:תקליטנים בריטים British Empire האימפריה הבריטית British Empire קטגוריה:האימפריה הבריטית British Empire Exhibition תערוכת האימפריה הבריטית British Empire in World War I קטגוריה:האימפריה הבריטית במלחמת העולם הראשונה British Encyclopaedia האנציקלופדיה הבריטית British English אנגלית בריטית British Eurovision Song Contest entrants קטגוריה:נציגי בריטניה באירוויזיון British Expedition to Abyssinia המשלחת הצבאית לאתיופיה British Expeditionary Force חיל המשלוח הבריטי British Film Institute מכון הסרטים הבריטי British Free Corps החיל הבריטי החופשי British Freemasons קטגוריה:בריטים חברי הבונים החופשיים British Gendarmerie הז'נדרמריה הבריטית British Graham Land Expedition המשלחת הבריטית אל ארץ גראהאם British Guiana 1c magenta מג'נטה 1 סנט British Hero of the Holocaust אות גיבור השואה הבריטי British High Commissioners of Palestine קטגוריה:נציבים עליונים בארץ ישראל British Home Championship אליפות הבית הבריטית British Honduras הונדורס הבריטית British Humanist Association האגודה ההומניסטית הבריטית British Independent Film Awards פרסי הקולנוע הבריטי העצמאי British India קטגוריה:הודו הבריטית British Indian Army צבא הודו הבריטית British Indian Ocean Territory הטריטוריה הבריטית באוקיינוס ההודי British Indian Ocean Territory קטגוריה:הטריטוריה הבריטית באוקיינוס ההודי British Institute for the Study of Iraq המכון הבריטי ללימודי עיראק British Interplanetary Society החברה הבריטית הבין-כוכבית British Invasion הפלישה הבריטית British Isles האיים הבריטיים British Israelism בני ישראל הבריטים British Jewish writers קטגוריה:סופרים יהודים בריטים British Jews קטגוריה:יהודים בריטים British LGBT-related films קטגוריה:סרטי להט"ב בריטיים British LGBT-related television programmes קטגוריה:תוכניות להט"ב בריטיות British Library הספרייה הבריטית British Mandate for Palestine כתב המנדט British Midland International BMI British Museum המוזיאון הבריטי British National Party המפלגה הלאומית הבריטית British National Space Centre המרכז הבריטי הלאומי לחלל British Nobel laureates קטגוריה:זוכי פרס נובל בריטים British Overseas Airways Corporation British Overseas Airways Corporation British Overseas Territories הטריטוריות הבריטיות שמעבר לים British Overseas Territories קטגוריה:הטריטוריות הבריטיות שמעבר לים British Overseas Territories coats of arms קטגוריה:הטריטוריות הבריטיות שמעבר לים: סמלים British Primitive goat גדי British Raj הראג' הבריטי British Righteous Among the Nations קטגוריה:בריטים חסידי אומות העולם British Secretaries of State for Education קטגוריה:שרי החינוך של בריטניה British Secretaries of State for Foreign and Commonwealth Affairs קטגוריה:שרי החוץ של בריטניה British Shorthair חתול בריטי קצר-שיער British Somaliland סומלילנד הבריטית British South Africa Company חברת דרום אפריקה הבריטית British Steel British Steel British T-class submarine הצוללות מסדרת T British Togoland טוגולנד הבריטית British Union of Fascists איגוד הפשיסטים הבריטי British Virgin Islands איי הבתולה הבריטיים British Virgin Islands קטגוריה:איי הבתולה הבריטיים British Virgin Islands Queen Elizabeth II Bridge גשר המלכה אליזבת השנייה British Virgin Islands at the Olympics איי הבתולה הבריטיים במשחקים האולימפיים British Virgin Islands national football team נבחרת איי הבתולה הבריטיים בכדורגל British War Medal מדליית המלחמה הבריטית British West Indies איי הודו המערבית הבריטיים British West Indies at the 1960 Summer Olympics איי הודו המערבית במשחקים האולימפיים British World War I pilots קטגוריה:טייסי חיל האוויר המלכותי במלחמת העולם הראשונה British World War II pilots קטגוריה:טייסי חיל האוויר המלכותי British World War II prisoners of war קטגוריה:בריטים שנישבו במלחמת העולם השנייה British action films קטגוריה:סרטי פעולה בריטיים British actors קטגוריה:שחקני קולנוע וטלוויזיה בריטים British administrative corps קטגוריה:חילות הצבא הבריטי British admirals קטגוריה:אדמירלים בריטים British airliners קטגוריה:מטוסי נוסעים בריטים British anarchists קטגוריה:אנרכיסטים בריטים British animators קטגוריה:אנימטורים בריטים British anthropologists קטגוריה:אנתרופולוגים בריטים British archaeologists קטגוריה:ארכאולוגים בריטים British architects קטגוריה:אדריכלים בריטים British artists קטגוריה:אמנים בריטים British astronomers קטגוריה:אסטרונומים בריטים British atheists קטגוריה:אתאיסטים בריטים British athletes קטגוריה:אתלטים בריטים British autobiographers קטגוריה:כותבי אוטוביוגרפיה בריטים British aviators קטגוריה:טייסים בריטים British award winners קטגוריה:מקבלי עיטורים בריטים British awards קטגוריה:פרסים בריטיים British basketball players קטגוריה:כדורסלנים בריטים British billionaires קטגוריה:מיליארדרים בריטים British biochemists קטגוריה:ביוכימאים בריטים British biographical films קטגוריה:סרטים ביוגרפיים בריטיים British biologists קטגוריה:ביולוגים בריטים British bomber aircraft קטגוריה:מפציצים מתוצרת בריטניה British books קטגוריה:ספרים בריטיים British botanists קטגוריה:בוטנאים בריטים British boxers קטגוריה:מתאגרפים בריטים British broadcasters קטגוריה:שדרני רדיו וטלוויזיה בריטים British businesspeople קטגוריה:אנשי עסקים בריטים British campaign in the Baltic המערכה הבריטית בים הבלטי British campaign medals קטגוריה:אותות ומדליות מערכה בריטיים British campaign medals תבנית:מדליות מערכה בריטיות British casualties of World War I קטגוריה:בריטים שנפלו במלחמת העולם הראשונה British casualties of World War II קטגוריה:בריטים שנהרגו במלחמת העולם השנייה British centenarians קטגוריה:בריטים שהגיעו לגיל מאה British chefs קטגוריה:שפים בריטים British chemists קטגוריה:כימאים בריטים British chess players קטגוריה:שחמטאים בריטים British children's writers קטגוריה:סופרי ילדים ונוער בריטים British classical cellists קטגוריה:צ'לנים בריטים British clergy קטגוריה:אנשי דת בריטים British coats of arms קטגוריה:הממלכה המאוחדת: סמלים British colonial governors and administrators קטגוריה:אנשי ממשל באימפריה הבריטית British colonisation in Africa קטגוריה:מושבות האימפריה הבריטית באפריקה British comedians קטגוריה:קומיקאים בריטים British comics writers קטגוריה:קומיקסאים בריטים British communists קטגוריה:קומוניסטים בריטים British composers קטגוריה:מלחינים בריטים British computer scientists קטגוריה:מדעני מחשב בריטים British conductors קטגוריה:מנצחים בריטים British criminals קטגוריה:מורשעים בדין בבריטניה British cuisine המטבח הבריטי British cuisine קטגוריה:המטבח הבריטי British cuisine תבנית:מטבחי בריטניה British culture קטגוריה:בריטניה: תרבות British cyclists קטגוריה:רוכבי אופניים בריטים British dancers קטגוריה:רקדנים בריטים British designers קטגוריה:מעצבים בריטים British diplomats קטגוריה:דיפלומטים בריטים British directors קטגוריה:במאים בריטים British dramatists and playwrights קטגוריה:מחזאים בריטים British drummers קטגוריה:מתופפים בריטים British earls קטגוריה:רוזנים בריטים British economists קטגוריה:כלכלנים בריטים British educational theorists קטגוריה:אנשי חינוך בריטים British electronic musicians קטגוריה:אמני מוזיקה אלקטרונית בריטים British engineers קטגוריה:מהנדסים בריטים British ensign נסים בריטיים British equestrians קטגוריה:רוכבי סוסים בריטים British essayists קטגוריה:מסאים בריטים British families קטגוריה:משפחות בריטיות British fashion designers קטגוריה:מעצבי אופנה בריטים British female tennis players קטגוריה:טניסאיות בריטיות British feminists קטגוריה:פמיניסטים בריטים British fighter aircraft קטגוריה:מטוסי קרב מתוצרת בריטניה British film directors קטגוריה:במאי קולנוע בריטים British film producers קטגוריה:מפיקי קולנוע בריטים British films קטגוריה:סרטים בריטיים British football managers קטגוריה:מאמני כדורגל בריטים British footballers קטגוריה:כדורגלנים בריטים British generals קטגוריה:גנרלים בריטים British geneticists קטגוריה:גנטיקאים בריטים British geographers קטגוריה:גאוגרפים בריטים British geologists קטגוריה:גאולוגים בריטים British governors of the Bahamas קטגוריה:מושלי איי בהאמה British guitarists קטגוריה:גיטריסטים בריטים British historians קטגוריה:היסטוריונים בריטים British humour הומור בריטי British illustrators קטגוריה:מאיירים בריטים British inventions קטגוריה:הממלכה המאוחדת: המצאות British inventors קטגוריה:ממציאים בריטים British journalists קטגוריה:עיתונאים בריטים British judges קטגוריה:שופטים בריטים British laws קטגוריה:בריטניה: חוקים British lawyers קטגוריה:עורכי דין בריטים British legal professionals קטגוריה:משפטנים בריטים British legal scholars קטגוריה:חוקרי משפט בריטים British linguists קטגוריה:בלשנים בריטים British literary critics קטגוריה:מבקרי ספרות בריטים British literary theorists קטגוריה:חוקרי ספרות בריטים British literature קטגוריה:ספרות בריטית British marshals קטגוריה:מרשלים בריטים British mathematicians קטגוריה:מתמטיקאים בריטים British medical doctors קטגוריה:רופאים בריטים British middle-distance runners קטגוריה:רצים בריטים למרחקים בינוניים British military memorials and cemeteries קטגוריה:אנדרטאות לחיילי בריטניה British military personnel קטגוריה:אנשי צבא בריטים British military personnel by war קטגוריה:אנשי צבא בריטים לפי מלחמה British military personnel of World War I קטגוריה:אנשי צבא בריטים במלחמת העולם הראשונה British military personnel of World War II קטגוריה:אנשי צבא בריטים במלחמת העולם השנייה British military personnel of the Indian Rebellion of 1857 קטגוריה:אנשי צבא בריטים במרד ההודי הגדול British models קטגוריה:דוגמנים בריטים British monarchs קטגוריה:מלכי בריטניה British monarchs תבנית:מלכי הממלכה המאוחדת British monarchy קטגוריה:בית המלוכה הבריטי British murderers קטגוריה:מורשעים בעבירות המתה בבריטניה British music קטגוריה:מוזיקה בריטית British 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physicists קטגוריה:פיזיקאים בריטים British physiologists קטגוריה:פיזיולוגים בריטים British pianists קטגוריה:פסנתרנים בריטים British poets קטגוריה:משוררים בריטים British police officers קטגוריה:שוטרים בריטים British politicians קטגוריה:פוליטיקאים בריטים British pop music groups קטגוריה:להקות פופ בריטיות British pop singers קטגוריה:זמרי פופ בריטים British princesses קטגוריה:נסיכות בריטיות British psychiatrists קטגוריה:פסיכיאטרים בריטים British psychoanalysts קטגוריה:פסיכואנליטיקאים בריטים British psychologists קטגוריה:פסיכולוגים בריטים British publishers קטגוריה:מו"לים בריטים British rabbis קטגוריה:רבנים בריטים British racing drivers קטגוריה:נהגי מכוניות מרוץ בריטים British reality television series קטגוריה:תוכניות מציאות בריטיות British record producers קטגוריה:מפיקים מוזיקליים בריטים British restaurateurs קטגוריה:מסעדנים בריטים British rhetoricians קטגוריה:רטוריקנים ונואמים בריטים British robbers קטגוריה:מורשעים בעבירות רכוש בבריטניה British rock music groups קטגוריה:להקות רוק בריטיות British rowers קטגוריה:חותרים בריטים British royal consorts קטגוריה:נשות מלכים בריטים British royal titles תבנית:תארים מלכותיים בממלכה המאוחדת British sailors קטגוריה:ימאים בריטים British science fiction writers קטגוריה:סופרי מדע בדיוני בריטים British scientists קטגוריה:מדענים בריטים British screenwriters קטגוריה:תסריטאי קולנוע בריטים British sculptors קטגוריה:פסלים אנגלים British serial killers קטגוריה:רוצחים סדרתיים בריטים British singer-songwriters קטגוריה:זמרים-יוצרים בריטים British singers קטגוריה:זמרים בריטים British snooker players קטגוריה:שחקני סנוקר בריטים British sociologists קטגוריה:סוציולוגים בריטים British songwriters קטגוריה:פזמונאים בריטים British spies for the Soviet Union קטגוריה:בריטים שריגלו למען ברית המועצות British sportspeople קטגוריה:ספורטאים בריטים British sprinters קטגוריה:אצנים בריטים British stage actors קטגוריה:שחקני תיאטרון בריטים British submarine flotilla in the Baltic שייטת הצוללות הבריטית בים הבלטי British surgeons קטגוריה:כירורגים בריטים British swimmers קטגוריה:שחיינים בריטים British teen dramas קטגוריה:סדרות נעורים בריטיות British television directors קטגוריה:במאי טלוויזיה בריטים British television producers קטגוריה:מפיקי טלוויזיה בריטים British television sitcoms קטגוריה:קומדיות מצבים בריטיות British tennis players קטגוריה:טניסאים בריטים British terrorism victims קטגוריה:חללי טרור בריטים British theatre directors קטגוריה:במאי תיאטרון בריטים British theologians קטגוריה:תאולוגים בריטים British thermal unit BTU British trance music groups קטגוריה:הרכבי טראנס בריטים British triathletes קטגוריה:טריאתלטים בריטים British violinists קטגוריה:כנרים בריטים British violists קטגוריה:ויולנים בריטים British viscounts קטגוריה:ויקונטים בריטים British war casualties קטגוריה:חללי קרבות בריטים British writers קטגוריה:סופרים בריטים British zoologists קטגוריה:זואולוגים בריטים Britishenglish ית משחק British–Ruhollah Khomeini conspiracy theory תאוריות הקשר על הפלת השאה של איראן Britney Britney Britney Jean Britney Jean Britney Spears בריטני ספירס Britney Spears קטגוריה:בריטני ספירס Britney Spears תבנית:בריטני ספירס Britney Spears Live from Las Vegas Britney Spears Live from Las Vegas Britney Spears albums קטגוריה:אלבומי בריטני ספירס Britney Spears concert tours קטגוריה:סיבובי ההופעות של בריטני ספירס Britney Spears discography דיסקוגרפיה של בריטני ספירס Britney Spears: In the Zone Britney Spears: In the Zone Britney and Kevin: Chaotic Britney & Kevin: Chaotic Britney: For the Record Britney: For the Record Britney: The Videos Britney: The Videos Britpop בריטפופ Britpop groups קטגוריה:להקות בריטפופ Britt Ekland בריט אקלנד Britt25/sandbox for Honda הונדה Britta Steffen בריטה שטפן Brittany ברטאן Brittany קטגוריה:ברטאן Brittany Maynard בריטני מיינרד Brittany Murphy בריטני מרפי Brittany Snow בריטני סנואו Brittle star נחשוני ים Brittney Griner בריטני גריינר Brittney Reese בריטני ריס Brittonic languages קטגוריה:שפות בריתוניות Britzer Garten גן בריץ Brixen ברסנונה Brixton בריקסטון Brno ברנו Brněnec ברינליץ Broad Exchange Building בניין ברוד אקסצ'יינג' Broad Institute מכון ברוד Broad On Ѻ Broad Wall החומה הרחבה Broad-snouted caiman קיימן רחב חרטום Broad-striped Malagasy mongoose נמייה מלגשית רחבת פסים Broadacre City ברודאייקר סיטי Broadbill רחבי-מקור Broadcast שיטות הפצה בתקשורת נתונים#Broadcast Broadcast domain מתחם שידור Broadcast encryption שידור מוצפן Broadcasters קטגוריה:שדרני רדיו וטלוויזיה Broadcasting House בית השידור Broadcom ברודקום Broaden-and-build מודל הבנייה וההרחבה Broadside מטח דופן Broadway ברודוויי Broadway Boogie Woogie ברודוויי בוגי ווגי Broadway theatre תיאטראות ברודוויי Broca ברוקה Broca's area אזור ברוקה Broccoli ברוקולי Brock University אוניברסיטת ברוק Brocken ברוקן Brockhaus Enzyklopädie אנציקלופדיית ברוקהאוס Brockwell Park פארק ברוקוול Brod ברוד Broda ברוידא Broder singer זמרי ברודי Broderick ברודריק Broderick Crawford ברודריק קרופורד Brodnici ברודניקים Brodsky ברודסקי Brodsky Quartet רביעיית ברודסקי Brodsky Synagogue בית הכנסת הכוראלי של ברודסקי Brody ברודי Brok ברוק Broke with Expensive Taste Broke with Expensive Taste Brokeback Mountain הר ברוקבק Broken Arrow קוד שבור Broken Chair כיסא שבור Broken Embraces חיבוקים שבורים Broken Wings כנפיים שבורות Broken windows theory תאוריית החלונות השבורים Broken-Hearted Girl Broken-Hearted Girl Broken/Ɱ/sandbox4 החוף המזרחי Broker ברוקר Brolga עגור ברולגה Brom ברום Bromeliaceae ברומליים Bromine ברום Bromomethane מתיל ברומיד Bromothymol blue ברומותימול כחול Bronchial artery ענפי הסמפונות Bronchiectasis ברונכיאקטזיס Bronchiolitis דלקת סימפונונות Bronchitis דלקת סימפונות Bronchoscopy ברונכוסקופיה Bronchus סמפון Bronfman ברונפמן Bronislav Gimpel ברוניסלב גימפל Bronislava Nijinska ברוניסלבה ניז'ינסקה Bronisław Geremek ברוניסלב גרמק Bronisław Huberman ברוניסלב הוברמן Bronisław Komorowski ברוניסלב קומורובסקי Bronisław Malinowski ברוניסלב מלינובסקי Bronna Góra ברונה גורה Bronski Beat ברונסקי ביט Bronson ברונסון Bronstein ברונשטיין Bronte Campbell ברונטה קמפבל Brontornis ברונטורניס Brontosaurus ברונטוזאורוס Brontotheriidae ברונתותריומים Brontë family האחיות ברונטה Brontë family קטגוריה:משפחת ברונטה Bronx City Island סיטי Bronx Park פארק ברונקס Bronx River ברונקס Bronx Zoo גן החיות ברונקס Bronx–Whitestone Bridge גשר ברונקס וייטסטון Bronze ארד Bronze Age קטגוריה:תקופת הברונזה Bronze Age תקופת הברונזה Bronze Age of Comic Books תור הארד של הקומיקס Bronze Horseman פרש הנחושת Bronze Soldier of Tallinn חייל הברונזה של טאלין Bronze Star Medal כוכב הארד Bronze Wolf Award אות זאב הארד Bronze Wrangler פרס פרש הברונזה Bronze-winged duck ברווז כנף ברונזה Bronze-winged jacana יקאנה חומת-כנף Bronzino אניולו ברונזינו Bronzite ברונזיט Brood parasites קטגוריה:טפילי קנים Brook Lopez ברוק לופז Brook Taylor ברוק טיילור Brooke Bennett ברוק בנט Brooke Candy ברוק קנדי Brooke Elliott ברוק אליוט Brooke Shields ברוק שילדס Brookesia micra זיקונית ננסית Brookings Institution מכון ברוקינגס Brooklyn ברוקלין Brooklyn קטגוריה:ברוקלין Brooklyn Borough Park בורו פארק Brooklyn Botanic Garden הגנים הבוטניים של ברוקלין Brooklyn Bridge גשר ברוקלין Brooklyn College ברוקלין קולג' Brooklyn Crown Heights קראון הייטס Brooklyn Decker ברוקלין דקר Brooklyn Flatbush פלטבוש Brooklyn Museum מוזיאון ברוקלין Brooklyn Nets ברוקלין נטס Brooklyn Nets head coaches קטגוריה:מאמני ברוקלין נטס Brooklyn Nets players קטגוריה:כדורסלני ברוקלין נטס Brooklyn Nine-Nine ברוקלין תשע-תשע Brooklyn Williamsburg ויליאמסבורג Brooklyn–Battery Tunnel מנהרת ברוקלין בטרי Brooks ברוקס Brooks Sports ברוקס Brookwood Cemetery בית הקברות הצבאי ברוקווד Broom מטאטא Broom Bridge גשר ברום Bror Hayil ברור חיל Brose Arena ברוזה ארנה Brose Baskets ברוז במברג Brose Baskets players קטגוריה:כדורסלני ברוז במברג Broth ציר Brothel בית בושת Brother Bear אחי הדוב Brother Bear 2 אחי הדוב 2 Brothercanyouspareadime/sandbox היפותרמיה Brotherhood אחווה Brotherhood and unity אחווה ואחדות Brotherhood of Man אחוות האדם Brotherhood of Mutants אחוות המוטאנטים Brothers אחים Brothers & Sisters Brothers & Sisters Brothers & Sisters אחים ואחיות Brothers Grimm האחים גרים Brothers in Arms (Brothers in Arms Brothers in Arms Brothers in Arms Brothers in Arms DS Brothers in Arms DS Brothers in Arms: Art of War Brothers in Arms: Art of War Brothers in Arms: D-Day Brothers in Arms: D-Day Brothers in Arms: Double Time Brothers in Arms: Double Time Brothers in Arms: Hell's Highway Brothers in Arms: Hell's Highway Broussonetia ברוסונתיה Brouwer fixed-point theorem משפט נקודת השבת של בראואר Brovary ברובארי Brown בראון Brown חום Brown Bess בראון בס Brown Board of Education פסק דין בראון נגד מועצת החינוך Brown HT חום HT Brown House הבית החום Brown University אוניברסיטת בראון Brown University קטגוריה:אוניברסיטת בראון Brown University faculty קטגוריה:סגל אוניברסיטת בראון Brown adipose tissue שומן חום Brown algae חומיות Brown algae קטגוריה:אצות חומיות Brown bear דוב חום Brown dwarf ננס חום Brown dwarfs קטגוריה:ננסים חומים Brown earth קרקע חומה Brown fish owl קטופה Brown fur seal דוב ים איוני Brown hyena צבוע חום Brown note צליל חום Brown palm civet גחן דקלים חום Brown pelican שקנאי חום Brown quail שליו חום Brown rat חולדת חוף Brown skua חמסן חום Brown snake eagle חיוויאי חום Brown sugar סוכר חום Brown woolly monkey צמרן חום Brown-Séquard syndrome תסמונת בראון-סקאר Brown-mantled tamarin טמרין חום ראש Brown-necked raven עורב חום עורף Brown-tailed mongoose סלנויה חומת זנב Brown-throated sloth עצלן חום-גרון Brownian motion תנועה בראונית Brownie Wise בראוני וייז Browning בראונינג Browning BDA FN HP-DA Browning Hi-Power FN HP Brownmillerite בראונמילריט Browser game משחק דפדפן Browser wars מלחמת הדפדפנים Bruce ברוס Bruce Ackerman ברוס אקרמן Bruce Almighty ברוס הגדול מכולם Bruce Beutler ברוס בויטלר Bruce Bowen ברוס בואן Bruce Boxleitner ברוס בוקסלייטנר Bruce Buck ברוס באק Bruce Campbell ברוס קמפבל Bruce Channel ברוס שאנל Bruce Davison ברוס דוויסון Bruce Dern ברוס דרן Bruce Dickinson ברוס דיקינסון Bruce Furniss ברוס פורניס Bruce Golding ברוס גולדינג Bruce Greenwood ברוס גרינווד Bruce Hayes ברוס הייז Bruce Heezen ברוס הייזן Bruce Kingsbury ברוס קינגסברי Bruce LaBruce ברוס לה ברוס Bruce Lee ברוס לי Bruce Mackenzie ברוס מקנזי Bruce Mazlish ברוס מאזליש Bruce McGill ברוס מק'גיל Bruce Medal מדליית ברוס Bruce Nauman ברוס נאומן Bruce Rappaport ברוך רפפורט Bruce Rauner ברוס ראונר Bruce Rioch ברוס ריוק Bruce Robertson ברוס רוברטסון Bruce Smith ברוס סמית' Bruce Springsteen ברוס ספרינגסטין Bruce Timm ברוס טים Bruce Willis ברוס ויליס Brucella Brucella Brucellosis ברוצלוזיס Brucite ברוסיט Bruckner ברוקנר Bructeri ברוקטרים Bruderhof Communities קומונת ברודרהוף Brueghel ברויגל Brugada syndrome תסמונת ברוגדה Bruges ברוז' Bruges קטגוריה:ברוז' Bruges Church of Our Lady כנסיית גבירתנו Bruhathkayosaurus ברוהאתקאיוזאורוס Bruise חבורה Brukenthal National Museum המוזיאון הלאומי ברוקנטל Brukhin ברוכין Brumath ברימאט Brumby סוס ברומבי Brumel ברומל Brun ברון Bruna ברונא Brunch בוהריים Brundibár ברונדיבר Brunei ברוניי Brunei קטגוריה:ברוניי Brunei Bangar באנגאר Brunei at the Olympics ברוניי במשחקים האולימפיים Brunei at the Paralympics ברוניי במשחקים הפאראלימפיים Brunei national football team נבחרת ברוניי בכדורגל Brunei templates קטגוריה:תבניות ניווט - ברוניי Brunei-Muara District ברוניי ומוארה Bruneian people קטגוריה:ברוניי: אישים Brunei–Qatar relations יחסי ברוניי-קטר Brunel Museum מוזיאון ברונל Brunello di Montalcino ברונלו די מונטלצ'ינו Bruner ברונר Brunhilda of Austrasia ברונהילדה מאוסטרזיה Bruno ברונו Bruno Alves ברונו אלווש Bruno Bettelheim ברונו בטלהיים Bruno Coulais ברונו קולה Bruno Ganz ברונו גנץ Bruno Henrique Pinto ברונו הנריקה Bruno Hussar ברונו הוסאר Bruno Kreisky ברונו קרייסקי Bruno Kreisky Prize for Services to Human Rights פרס ברונו קרייסקי Bruno Labbadia ברונו לאבאדיה Bruno Latour ברונו לאטור Bruno Loerzer ברונו לרצר Bruno Maderna ברונו מאדרנה Bruno Mars ברונו מארס Bruno Mars תבנית:ברונו מארס Bruno Mars discography דיסקוגרפיה של ברונו מארס Bruno Martins Indi ברונו מרטינס אינדי Bruno Pinheiro ברונו פיניירו Bruno Pontecorvo ברונו פונטקורבו Bruno Rossi ברונו רוסי Bruno Schulz ברונו שולץ Bruno Soriano ברונו סוריאנו Bruno Walter ברונו ולטר Bruno von Mudra ברונו פון מודרה Bruno Šundov ברונו שונדוב Bruno2wi משתמש:Bruno2wi Bruray ברוריי Bruria David ברוריה דייויד Bruria Kaufman ברוריה קופמן Bruriah ברוריה Brush מברשת Brushtail possum פוסום אוסטרלי Brusilov Offensive מתקפת ברוסילוב Brussels בריסל Brussels קטגוריה:בריסל Brussels Airlines בראסלס איירליינס Brussels Airport נמל התעופה של בריסל Brussels International Exposition התערוכה העולמית של בריסל Brussels Town Hall בית עיריית בריסל Brussels sprout כרוב ניצנים Brutalist architecture ברוטליזם Brutalist architecture קטגוריה:ברוטליזם Brute-force search כוח גס Brute? Et tu ברוטוס? הגם אתה Bruttii ברוטיים Brutus ברוטוס Brutus Greenshield ברוטוס ירוק המגן Brutus of Troy ברוטוס מטרויה Bruxism חריקת שיניים Bryan A Morgan/sandbox מיתולוגיה של המאיה Bryan Adams בריאן אדמס Bryan Clay בריאן קליי Bryan Coast חוף בריאן Bryan Cranston בראיין קראנסטון Bryan Dick בריאן דיק Bryan Gerzicich בראיין גרזיצ'יץ' Bryan Greenberg בריאן גרינברג Bryan Gunn בראיין גאן Bryan Mahon בריאן מהון Bryan Nguyen/Typography טיפוגרפיה Bryan Rice בראיין רייס Bryan Robson בריאן רובסון Bryan Ruiz בריאן רואיס Bryan Singer בריאן סינגר Bryansk בריאנסק Bryansk Oblast בריאנסק Bryce Bryce Bryce ברייס Bryce Canyon National Park הפארק הלאומי ברייס קניון Bryce Dallas Howard ברייס דאלאס הווארד Bryce Soderberg בריס סודרברג Bryde's whale לווייתן בריד Bryden Thomson בריידן תומסון Bryggen בריגן Bryn Jones ברין ג'ונס Bryni of Sussex מלך סאסקס ברייני Bryophyllum daigremontianum ניצנית משוננת Bryophyte טחבים Bryophytes קטגוריה:טחבים Bryozoa חיטחבים Bryshere Gray ברשיר גריי Bryter Layter Bryter Layter Brzesko בז'סקו Brzeziny בז'זיני Brzeziński בז'ז'ינסקי Brześć Kujawski בז'שץ' קויאבסקי Brzostek בז'וסטק Brzozów בז'וזוב Brânză de burduf בורדוף Brétigny-sur-Orge train crash תאונת הרכבת בברטיני-סיר-אורז' Brøndby IF ברונדבי Brøndby IF players קטגוריה:כדורגלני ברונדבי Brú na Bóinne ברו נא בוין Brügger & Thomet MP9 Brügger & Thomet MP9 Brühl בריהל Brühl Augustusburg and Falkenlust Palaces טירת אוגוסטובורג וטירת פאלקנלוסט Brüno ברונו Brāhmasphuṭasiddhānta בראהמספהוטסידהאנטה Brāhmī script בראהמי Brăila בראילה Brătianu family משפחת ברטיאנו Brătianu family קטגוריה:משפחת ברטיאנו Brčko ברצ'קו Brčko District מחוז ברצ'קו Bs icon תבנית:בוסנית Bs.player BS.Player Bsharri בשרי Bsisa בסיסה Btd7/sandbox בית טיודור Btlnews/sandbox וראייטי Btooom! Btooom! Btrfs Btrfs Bu'eine Nujeidat בועיינה-נוג'ידאת Buala בואלה Bubal hartebeest בובאל צפוני Bubalus תאו Bubble בועה Bubble Bobble באבל בובל Bubble Chair כיסא בועה Bubble Guppies חבורת הגופים Bubble and squeak באבל אנד סקוויק Bubble anonymous/Sandbox עזרה:עיצוב תמונות Bubble chamber תא בועות Bubble sort מיון בועות Bubble wrap פלסטיק בועות Bubblegram צריבה תלת-ממדית של זכוכית בלייזר Buber בובר Bucaspor footballers קטגוריה:כדורגלני בוקספור Bucatini בוקטיני Buccaneer שודדי הים הקאריביים Buccino בוצ'ינו Bucecea בוצ'צ'אה Bucellarius בוקלאריוס Bucephalus בוקפאלוס Bucerius Institute for Research of Contemporary German History and Society מכון בוצריוס לחקר החברה וההיסטוריה הגרמנית בת זמננו Buceros קלאו גדול Bucerotiformes קטגוריה:קלאונאים Bucerotiformes קלאונאים Buchach בוצ'אץ' Buchanan ביוקנן Bucharest בוקרשט Bucharest קטגוריה:בוקרשט Bucharest University Square כיכר האוניברסיטה Bucharest Victory Square כיכר ויקטוריה Bucharest student movement of 1956 מהומות הסטודנטים בבוקרשט 1956 Buchenwald concentration camp בוכנוואלד Buchenwald concentration camp קטגוריה:בוכנוואלד Buchenwald concentration camp survivors קטגוריה:אסירים במחנה הריכוז בוכנוואלד Buchholz בוכהולץ Buchholz relay ממסר בוכהולץ Buchholz system שיטת בוכהולץ Bucium בוצ'יום Buck באק Buck Bell פסק דין באק נגד בל Buck Jones באק ג'ונס Buck Williams באק ויליאמס Buck buck סוס ארוך Bucket דלי Bucket כף Bucket argument טיעון הדלי Bucket hat כובע פטרייה Bucket sort מיון סלים Buckethead באקטהד Buckingham בקינגהאם Buckingham Fountain מזרקת בקינגהאם Buckingham Palace ארמון בקינגהאם Buckinghamshire בקינגהאמשייר Buckinghamshire קטגוריה:בקינגהאמשייר Bucklebury באקלברי Buckler באקלר Buckley באקלי Buckling קריסה Buckminster Fuller באקמינסטר פולר Buckshot06/Special Control Service המודיעין האטומי של רוסיה Buckwheat כוסמת Buckwild באקווילד Bucky ג'יימס בארנס Buckypaper נייר באקי Bucorvus קטגוריה:קלאויים Bud ניצן Bud Powell באד פאוול Bud Spencer באד ספנסר Buda בודה Buda Castle ארמון בודה Buda-Kashalyova בודה-קושלבו Budafok בודפוק Budaniv בודאניב Budapest בודפשט Budapest קטגוריה:בודפשט Budapest Ferenc Liszt International Airport נמל התעופה הבינלאומי פרנץ ליסט Budapest Gambit גמביט בודפשט Budapest Ghetto גטו בודפשט Budapest Grand Prix הגרנד פרי של בודפשט Budapest Honvéd FC footballers קטגוריה:כדורגלני בודפשט הונבד Budapest Keleti railway station קלטי פאייאודבר Budapest Memorandum on Security Assurances מזכר בודפשט Budapest Metro הרכבת התחתית של בודפשט Budapest String Quartet רביעיית בודפשט Budapest Symphony Orchestra התזמורת הסימפונית של בודפשט Budapest University of Jewish Studies בית המדרש לרבנים בבודפשט Budapest-Déli Railway Terminal דלי פאייאודבר Budapest-Nyugati Railway Terminal ניוגטי פאייאודבר Budd Schulberg באד שולברג Buddenbrooks בית בודנברוק Buddha statues קטגוריה:פסלי בודהה Buddhahood בודהה Buddhas of Bamiyan פסלי בודהה בבמיאן Buddhism בודהיזם Buddhism ספר:בודהיזם Buddhism קטגוריה:בודהיזם Buddhism in Japan בודהיזם יפני Buddhism in the West בודהיזם במערב Buddhist anarchism אנרכיזם בודהיסטי Buddhist art קטגוריה:אמנות בודהיסטית Buddhist councils מועצות בודהיסטיות Buddhist flag הדגל הבודהיסטי Buddhist monasteries קטגוריה:מנזרים בודהיסטיים Buddhist religious leaders קטגוריה:אנשי דת בודהיסטים Buddhist temples קטגוריה:מקדשים בודהיסטיים Buddhist temples in Bangkok קטגוריה:בנגקוק: מקדשים Buddhist temples in Thailand קטגוריה:תאילנד: מקדשים Buddhist terminology קטגוריה:מונחים בבודהיזם Buddhists קטגוריה:בודהיסטים Budding הנצה Buddleja בודליה Buddleja davidii בודלית דוד Buddy Bolden באדי בולדן Buddy Hield באדי הילד Buddy Holly באדי הולי Buddy Jeannette באדי ז'נט Buddy Rich באדי ריץ' Buddy film סרט חבר'ה Buddy films קטגוריה:סרטי חבר'ה Budd–Chiari syndrome תסמונת באד-קיארי Budenovka בודיונובקה Budgerigar תוכון מצוי Budget תקציב Budget of the European Union תקציב האיחוד האירופי Budgetlandscapes/sandbox גדר Budhia Singh בודיה סינג Budjak בוג'אק Budrus בודרוס Budva בודווה Budweiser באדוויזר Buell בואל Buen Retiro Park פארק בואן רטירו Buena Vista Social Club בואנה ויסטה סושיאל קלאב Buenaventura Durruti בואנוונטורה דורוטי Buenos Aires בואנוס איירס Buenos Aires קטגוריה:בואנוס איירס Buenos Aires Province בואנוס איירס Buenos Aires Province קטגוריה:פרובינציית בואנוס איירס Buenos Aires Underground הרכבת התחתית של בואנוס איירס Buff-crested bustard חובה צהובת ציצה Buff-necked ibis מגלן חום-צוואר Buffalo '66 באפלו 66 Buffalo Bill באפלו ביל Buffalo Bills באפלו בילס Buffalo Braves head coaches קטגוריה:מאמני באפלו ברייבס Buffalo Calf Road Woman אשת דרך עגל הביזון Buffalo Philharmonic Orchestra התזמורת הפילהרמונית של באפלו Buffalo Sabres באפלו סייברס Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo BuffaloBraves/Sandbox/Column Technologies אורקל BuffaloSeal.PNG קובץ:BuffaloSeal.png Buffer Buffer Buffer overflow גלישת חוצץ Buffer solution בופר Buffer stop אוטם מסילה Buffet מזנון Buffon בופון Buffon's needle המחט של בופון Buffs מתנדבי היישוב בבאפס Buffs/USS Liberty incident draft תקרית ליברטי Buffy Sainte-Marie באפי סיינט-מארי Buffy the Vampire Slayer באפי ציידת הערפדים Buffy the Vampire Slayer קטגוריה:באפי ציידת הערפדים Bufo קרפדה Bufonidae קטגוריה:קרפדיים Bug בוג Bug Alert באג בראש Bug River הבוג המערבי Bug reports and feature requests ויקיפדיה:באגים/באגים בגרסה 1.5 Buganda בוגנדה Bugatti בוגאטי Bugatti Chiron בוגאטי שירון Bugatti Veyron בוגאטי ויירון Bughouse chess שחמט זוגות Buginblue/Smoking cessation גמילה מעישון Bugles אפרופו Bugojno בוגוינו Bugs Bunny באגס באני Bugs Bunny's 3rd Movie: 1001 Rabbit Tales 1001 סיפורי באגס באני Bugs Moran באגס מורן Bugsy באגסי Bugsy Siegel באגסי סיגל Bugzilla באגזילה Buhuşi בוחוש Buhuși בוחוש Buick ביואיק Buick קטגוריה:ביואיק Buick LaCrosse ביואיק לה קרוס Buick LeSabre ביואיק לה סייבר Build automation אוטומציה של בניית תוכנה Builder's Old Measurement מידת התפוסה הבריטית הישנה Building בניין Building and structure stubs קטגוריה:קצרמר אדריכלות Building and structure types by country קטגוריה:סוגי מבנים לפי מדינה Building collapses קטגוריה:אסונות קריסת מבנה Building engineering קטגוריה:טכנולוגיות בנייה Building information modeling BIM Building management system מערכת בקרת מבנה Building materials קטגוריה:חומרי בניין Buildings and monuments honoring American Presidents קטגוריה:אנדרטאות ומבנים המנציחים את נשיאי ארצות הברית Buildings and structures קטגוריה:מבנים Buildings and structures by Israeli architects קטגוריה:ישראל: מבנים ואתרים לפי אדריכל Buildings and structures by architect קטגוריה:מבנים לפי אדריכל Buildings and structures by city קטגוריה:מבנים לפי עיר Buildings and structures by country קטגוריה:מבנים לפי מדינה Buildings and structures by type קטגוריה:מבנים לפי טיפוס Buildings and structures in Addis Ababa קטגוריה:אדיס אבבה: אנדרטאות Buildings and structures in Albania קטגוריה:אלבניה: מבנים Buildings and structures in Alsace קטגוריה:אלזס: מבנים Buildings and structures in Amsterdam קטגוריה:אמסטרדם: מבנים Buildings and structures in Andalusia קטגוריה:אנדלוסיה: מבנים Buildings and structures in Ankara קטגוריה:אנקרה: מבנים Buildings and structures in Aquitaine קטגוריה:אקיטן: מבנים Buildings and structures in Argentina קטגוריה:ארגנטינה: מבנים Buildings and structures in Argentina by city קטגוריה:מבנים בארגנטינה לפי עיר Buildings and structures in Argentina by province קטגוריה:מבנים בארגנטינה לפי פרובינציה Buildings and structures in Arizona קטגוריה:אריזונה: מבנים Buildings and structures in Armenia קטגוריה:ארמניה: מבנים Buildings and structures in Ashkelon קטגוריה:אשקלון: מבנים Buildings and structures in Astana קטגוריה:אסטנה: מבנים Buildings and structures in Athens קטגוריה:אתונה: מבנים Buildings and structures in Australia קטגוריה:אוסטרליה: מבנים Buildings and structures in Australia by city קטגוריה:מבנים באוסטרליה לפי עיר Buildings and structures in Austria קטגוריה:אוסטריה: מבנים Buildings and structures in Austria by city קטגוריה:מבנים באוסטריה לפי עיר Buildings and structures in Azerbaijan קטגוריה:אזרבייג'ן: מבנים Buildings and structures in Baden-Württemberg קטגוריה:באדן-וירטמברג: מבנים Buildings and structures in Bangkok קטגוריה:בנגקוק: מבנים Buildings and structures in Barcelona קטגוריה:ברצלונה: מבנים Buildings and structures in Bavaria קטגוריה:בוואריה: מבנים Buildings and structures in Beersheba קטגוריה:באר שבע: מבנים Buildings and structures in Beijing קטגוריה:בייג'ינג: מבנים Buildings and structures in Belarus קטגוריה:בלארוס: מבנים Buildings and structures in Belfast קטגוריה:בלפסט: מבנים Buildings and structures in Belgium קטגוריה:בלגיה: מבנים Buildings and structures in Belgium by city קטגוריה:מבנים בבלגיה לפי עיר Buildings and structures in Berlin קטגוריה:ברלין: מבנים Buildings and structures in Bhutan קטגוריה:בהוטן: מבנים Buildings and structures in Bilbao קטגוריה:בילבאו: מבנים Buildings and structures in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: מבנים Buildings and structures in Brandenburg קטגוריה:ברנדנבורג: מבנים Buildings and structures in Brazil קטגוריה:ברזיל: מבנים Buildings and structures in Brazil by city קטגוריה:מבנים בברזיל לפי עיר Buildings and structures in Brazil by state קטגוריה:מבנים בברזיל לפי מדינה Buildings and structures in Brittany קטגוריה:ברטאן: מבנים Buildings and structures in Brooklyn קטגוריה:ברוקלין: מבנים Buildings and structures in Bucharest קטגוריה:בוקרשט: מבנים Buildings and structures in Budapest קטגוריה:בודפשט: מבנים Buildings and structures in Buenos Aires קטגוריה:בואנוס איירס: מבנים Buildings and structures in Buenos Aires Province קטגוריה:פרובינציית בואנוס איירס: מבנים Buildings and structures in Bulgaria קטגוריה:בולגריה: מבנים Buildings and structures in Cairo קטגוריה:קהיר: מבנים Buildings and structures in California קטגוריה:קליפורניה: מבנים Buildings and structures in Canada קטגוריה:קנדה: מבנים Buildings and structures in Canada by city קטגוריה:מבנים בקנדה לפי עיר Buildings and structures in Canada by province or territory קטגוריה:מבנים בקנדה לפי פרובינציה Buildings and structures in Castile and León קטגוריה:קסטיליה ולאון: מבנים Buildings and structures in Catalonia קטגוריה:קטלוניה: מבנים Buildings and structures in Catania קטגוריה:קטניה: מבנים Buildings and structures in Centre-Val de Loire קטגוריה:סאנטר-עמק הלואר: מבנים Buildings and structures in Champagne-Ardenne קטגוריה:שמפאן-ארדן: מבנים Buildings and structures in Chile קטגוריה:צ'ילה: מבנים Buildings and structures in China קטגוריה:סין: מבנים Buildings and structures in China by city קטגוריה:מבנים ברפובליקה העממית של סין לפי עיר Buildings and structures in Cologne קטגוריה:קלן: מבנים Buildings and structures in Colombia קטגוריה:קולומביה: מבנים Buildings and structures in Connecticut קטגוריה:קונטיקט: מבנים Buildings and structures in Croatia קטגוריה:קרואטיה: מבנים Buildings and structures in Croatia by city קטגוריה:מבנים בקרואטיה לפי עיר Buildings and structures in Cuba קטגוריה:קובה: מבנים Buildings and structures in Cyprus קטגוריה:קפריסין: מבנים Buildings and structures in Denmark קטגוריה:דנמרק: מבנים Buildings and structures in Dublin קטגוריה:דבלין: מבנים Buildings and structures in Ecuador קטגוריה:אקוודור: מבנים Buildings and structures in Egypt קטגוריה:מצרים: מבנים Buildings and structures in Egypt by city קטגוריה:מבנים במצרים לפי עיר Buildings and structures in England קטגוריה:אנגליה: מבנים Buildings and structures in England by city קטגוריה:מבנים באנגליה לפי עיר Buildings and structures in Ethiopia קטגוריה:אתיופיה: מבנים Buildings and structures in Finland קטגוריה:פינלנד: מבנים Buildings and structures in Finland by city קטגוריה:מבנים בפינלנד לפי עיר Buildings and structures in Florence קטגוריה:פירנצה: מבנים Buildings and structures in Florida קטגוריה:פלורידה: מבנים Buildings and structures in France קטגוריה:צרפת: מבנים Buildings and structures in France by city קטגוריה:מבנים בצרפת לפי עיר Buildings and structures in France by region קטגוריה:מבנים בצרפת לפי חבל Buildings and structures in Frankfurt קטגוריה:פרנקפורט: מבנים Buildings and structures in Galicia קטגוריה:גליסיה: מבנים Buildings and structures in Gauteng קטגוריה:חאוטנג: מבנים Buildings and structures in Georgia קטגוריה:ג'ורג'יה: מבנים Buildings and structures in Georgia קטגוריה:גאורגיה: מבנים Buildings and structures in Georgia קטגוריה:מבנים בגאורגיה לפי עיר Buildings and structures in Germany קטגוריה:גרמניה: מבנים Buildings and structures in Germany by city קטגוריה:מבנים בגרמניה לפי עיר Buildings and structures in Germany by state קטגוריה:מדינות גרמניה: מבנים Buildings and structures in Ghana קטגוריה:גאנה: מבנים Buildings and structures in Glasgow קטגוריה:גלאזגו: מבנים Buildings and structures in Greece קטגוריה:יוון: מבנים Buildings and structures in Greece by city קטגוריה:מבנים ביוון לפי עיר Buildings and structures in Guatemala קטגוריה:גואטמלה: מבנים Buildings and structures in Haifa קטגוריה:חיפה: מבנים Buildings and structures in Haiti קטגוריה:האיטי: מבנים Buildings and structures in Hamburg קטגוריה:המבורג: מבנים Buildings and structures in Hawaii קטגוריה:הוואי: מבנים Buildings and structures in Helsinki קטגוריה:הלסינקי: מבנים Buildings and structures in Hesse קטגוריה:הסן: מבנים Buildings and structures in Hong Kong קטגוריה:הונג קונג: מבנים Buildings and structures in Hungary קטגוריה:הונגריה: מבנים Buildings and structures in Hungary by city קטגוריה:מבנים בהונגריה לפי עיר Buildings and structures in Iceland קטגוריה:איסלנד: מבנים Buildings and structures in Illinois קטגוריה:אילינוי: מבנים Buildings and structures in India קטגוריה:הודו: מבנים Buildings and structures in Iran קטגוריה:איראן: מבנים Buildings and structures in Iraq קטגוריה:עיראק: מבנים Buildings and structures in Ireland by city קטגוריה:מבנים באירלנד לפי עיר Buildings and structures in Israel קטגוריה:ישראל: מבנים Buildings and structures in Israel by city קטגוריה:ישראל: מבנים לפי עיר Buildings and structures in Istanbul קטגוריה:איסטנבול: מבנים Buildings and structures in Italy קטגוריה:איטליה: מבנים Buildings and structures in Italy by city קטגוריה:מבנים באיטליה לפי עיר Buildings and structures in Ivory Coast קטגוריה:חוף השנהב: מבנים Buildings and structures in Japan קטגוריה:יפן: מבנים Buildings and structures in Japan by city קטגוריה:מבנים ביפן לפי עיר Buildings and structures in Jerusalem קטגוריה:ירושלים: מבנים Buildings and structures in Jordan קטגוריה:ירדן: מבנים Buildings and structures in Kazakhstan קטגוריה:קזחסטן: מבנים Buildings and structures in Kenya קטגוריה:קניה: מבנים Buildings and structures in Kiev קטגוריה:קייב: מבנים Buildings and structures in Laos קטגוריה:לאוס: מבנים Buildings and structures in Latvia קטגוריה:לטביה: מבנים Buildings and structures in Lebanon קטגוריה:לבנון: מבנים Buildings and structures in Lisbon קטגוריה:ליסבון: מבנים Buildings and structures in Lithuania קטגוריה:ליטא: מבנים Buildings and structures in London קטגוריה:לונדון: מבנים Buildings and structures in Lower Normandy קטגוריה:נורמנדי תחתית: מבנים Buildings and structures in Madrid קטגוריה:מדריד: מבנים Buildings and structures in Maine קטגוריה:מיין: מבנים Buildings and structures in Malaysia קטגוריה:מלזיה: מבנים Buildings and structures in Mali קטגוריה:מאלי: מבנים Buildings and structures in Malta קטגוריה:מלטה: מבנים Buildings and structures in Manhattan קטגוריה:מנהטן: מבנים Buildings and structures in Maryland קטגוריה:מרילנד: מבנים Buildings and structures in Massachusetts קטגוריה:מסצ'וסטס: מבנים Buildings and structures in Melbourne קטגוריה:מלבורן: מבנים Buildings and structures in Mexico קטגוריה:מקסיקו: מבנים Buildings and structures in Mexico City קטגוריה:מקסיקו סיטי: מבנים Buildings and structures in Mexico by city קטגוריה:מבנים במקסיקו לפי עיר Buildings and structures in Michigan קטגוריה:מישיגן: מבנים Buildings and structures in Midi-Pyrénées קטגוריה:מידי פירנה: מבנים Buildings and structures in Milan קטגוריה:מילאנו: מבנים Buildings and structures in Missouri קטגוריה:מיזורי: מבנים Buildings and structures in Monaco קטגוריה:מונאקו: מבנים Buildings and structures in Mongolia קטגוריה:מונגוליה: מבנים Buildings and structures in Montenegro קטגוריה:מונטנגרו: מבנים Buildings and structures in Montreal קטגוריה:מונטריאול: מבנים Buildings and structures in Morocco קטגוריה:מרוקו: מבנים Buildings and structures in Moscow קטגוריה:מוסקבה: מבנים Buildings and structures in Munich קטגוריה:מינכן: מבנים Buildings and structures in Namibia קטגוריה:נמיביה: מבנים Buildings and structures in Nazareth קטגוריה:נצרת: מבנים Buildings and structures in Nevada קטגוריה:נבדה: מבנים Buildings and structures in New Jersey קטגוריה:ניו ג'רזי: מבנים Buildings and structures in New Mexico קטגוריה:ניו מקסיקו: מבנים Buildings and structures in New York קטגוריה:מדינת ניו יורק: מבנים Buildings and structures in New York City קטגוריה:ניו יורק: מבנים Buildings and structures in New Zealand קטגוריה:ניו זילנד: מבנים Buildings and structures in North Carolina קטגוריה:קרוליינה הצפונית: מבנים Buildings and structures in North Korea קטגוריה:קוריאה הצפונית: מבנים Buildings and structures in North Rhine-Westphalia קטגוריה:נורדריין-וסטפאליה: מבנים Buildings and structures in Northern Ireland קטגוריה:צפון אירלנד: מבנים Buildings and structures in Norway קטגוריה:נורווגיה: מבנים Buildings and structures in Ohio קטגוריה:אוהיו: מבנים Buildings and structures in Ontario קטגוריה:אונטריו: מבנים Buildings and structures in Pakistan קטגוריה:פקיסטן: מבנים Buildings and structures in Panama קטגוריה:פנמה: מבנים Buildings and structures in Paraguay קטגוריה:פרגוואי: מבנים Buildings and structures in Paris קטגוריה:פריז: מבנים Buildings and structures in Pennsylvania קטגוריה:פנסילבניה: מבנים Buildings and structures in Peru קטגוריה:פרו: מבנים Buildings and structures in Petah Tikva קטגוריה:פתח תקווה: מבנים Buildings and structures in Picardy קטגוריה:פיקרדיה: מבנים Buildings and structures in Poitou-Charentes קטגוריה:פואטו-שראנט: מבנים Buildings and structures in Poland קטגוריה:פולין: מבנים Buildings and structures in Poland by city קטגוריה:מבנים בפולין לפי עיר Buildings and structures in Portugal קטגוריה:פורטוגל: מבנים Buildings and structures in Portugal by city קטגוריה:מבנים בפורטוגל לפי עיר Buildings and structures in Potsdam קטגוריה:סנסוסי Buildings and structures in Prague קטגוריה:פראג: מבנים Buildings and structures in Provence-Alpes-Côte d'Azur קטגוריה:פרובאנס-אלפ-קוט ד'אזור: מבנים Buildings and structures in Puerto Rico קטגוריה:פוארטו ריקו: מבנים Buildings and structures in Pushkin קטגוריה:פושקין: מבנים Buildings and structures in Qatar קטגוריה:קטר: מבנים Buildings and structures in Quebec קטגוריה:קוויבק: מבנים Buildings and structures in Ramat Gan קטגוריה:רמת גן: מבנים Buildings and structures in Ravenna קטגוריה:רוונה: מבנים Buildings and structures in Rehovot קטגוריה:רחובות: מבנים Buildings and structures in Rhineland-Palatinate קטגוריה:ריינלנד-פפאלץ: מבנים Buildings and structures in Rhode Island קטגוריה:רוד איילנד: מבנים Buildings and structures in Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו: מבנים Buildings and structures in Rio de Janeiro קטגוריה:ריו דה ז'ניירו: מבנים Buildings and structures in Romania קטגוריה:רומניה: מבנים Buildings and structures in Romania by city קטגוריה:מבנים ברומניה לפי עיר Buildings and structures in Rome קטגוריה:רומא: מבנים Buildings and structures in Rotterdam קטגוריה:רוטרדם: מבנים Buildings and structures in Russia קטגוריה:רוסיה: מבנים Buildings and structures in Russia by city קטגוריה:מבנים ברוסיה לפי עיר Buildings and structures in Saint Petersburg קטגוריה:סנקט פטרבורג: מבנים Buildings and structures in Santa Cruz de Tenerife קטגוריה:סנטה קרוס דה טנריפה: מבנים Buildings and structures in Santo Domingo קטגוריה:סנטו דומינגו: מבנים Buildings and structures in Saudi Arabia קטגוריה:ערב הסעודית: מבנים Buildings and structures in Saxony קטגוריה:סקסוניה: מבנים Buildings and structures in Scotland קטגוריה:סקוטלנד: מבנים Buildings and structures in Senegal קטגוריה:סנגל: מבנים Buildings and structures in Seoul קטגוריה:סיאול: מבנים Buildings and structures in Serbia קטגוריה:סרביה: מבנים Buildings and structures in Seville קטגוריה:סביליה: מבנים Buildings and structures in Siena קטגוריה:סיינה: אתרים Buildings and structures in Singapore קטגוריה:סינגפור: מבנים Buildings and structures in Slovakia קטגוריה:סלובקיה: מבנים Buildings and structures in Slovenia קטגוריה:סלובניה: מבנים Buildings and structures in South Africa קטגוריה:דרום אפריקה: מבנים Buildings and structures in South Africa by province קטגוריה:דרום אפריקה: מבנים לפי פרובינציה Buildings and structures in South Carolina קטגוריה:קרוליינה הדרומית: מבנים Buildings and structures in South Dakota קטגוריה:דקוטה הדרומית: מבנים Buildings and structures in South Korea קטגוריה:קוריאה הדרומית: מבנים Buildings and structures in South Korea by city קטגוריה:מבנים בקוריאה הדרומית לפי עיר Buildings and structures in South Sudan קטגוריה:דרום סודאן: מבנים Buildings and structures in Spain קטגוריה:ספרד: מבנים Buildings and structures in Spain by autonomous community קטגוריה:מבנים בספרד לפי קהילה אוטונומית Buildings and structures in Spain by city קטגוריה:מבנים בספרד לפי עיר Buildings and structures in Sri Lanka קטגוריה:סרי לנקה: מבנים Buildings and structures in Stockholm קטגוריה:סטוקהולם: מבנים Buildings and structures in Sudan קטגוריה:סודאן: מבנים Buildings and structures in Sweden קטגוריה:שוודיה: מבנים Buildings and structures in Sweden by city קטגוריה:מבנים בשוודיה לפי עיר Buildings and structures in Switzerland קטגוריה:שווייץ: מבנים Buildings and structures in Sydney קטגוריה:סידני: מבנים Buildings and structures in Syria קטגוריה:סוריה: מבנים Buildings and structures in São Paulo קטגוריה:מדינת סאו פאולו: מבנים Buildings and structures in São Paulo קטגוריה:סאו פאולו: מבנים Buildings and structures in Taipei קטגוריה:טאיפיי: מבנים Buildings and structures in Taiwan קטגוריה:הרפובליקה הסינית: מבנים Buildings and structures in Taiwan by city קטגוריה:מבנים ברפובליקה הסינית לפי עיר Buildings and structures in Tallinn קטגוריה:טאלין: מבנים Buildings and structures in Tanzania קטגוריה:טנזניה: מבנים Buildings and structures in Tbilisi קטגוריה:טביליסי: מבנים Buildings and structures in Tehran קטגוריה:טהראן: מבנים Buildings and structures in Tel Aviv קטגוריה:תל אביב-יפו: מבנים Buildings and structures in Tennessee קטגוריה:טנסי: מבנים Buildings and structures in Texas קטגוריה:טקסס: מבנים Buildings and structures in Thailand קטגוריה:תאילנד: מבנים Buildings and structures in Thailand by city קטגוריה:מבנים בתאילנד לפי עיר Buildings and structures in Tokyo קטגוריה:טוקיו: מבנים Buildings and structures in Toronto קטגוריה:טורונטו: מבנים Buildings and structures in Tunisia קטגוריה:תוניסיה: מבנים Buildings and structures in Turin קטגוריה:טורינו: מבנים Buildings and structures in Turkey קטגוריה:טורקיה: מבנים Buildings and structures in Turkey by city קטגוריה:מבנים בטורקיה לפי עיר Buildings and structures in Turkmenistan קטגוריה:טורקמניסטן: מבנים Buildings and structures in Uganda קטגוריה:אוגנדה: מבנים Buildings and structures in Ukraine קטגוריה:אוקראינה: מבנים Buildings and structures in Upper Normandy קטגוריה:נורמנדי עילית: מבנים Buildings and structures in Uruguay קטגוריה:אורוגוואי: מבנים Buildings and structures in Utah קטגוריה:יוטה: מבנים Buildings and structures in Valencia קטגוריה:ולנסיה: מבנים Buildings and structures in Valletta קטגוריה:ולטה: מבנים Buildings and structures in Vatican City קטגוריה:קריית הוותיקן: מבנים Buildings and structures in Venezuela קטגוריה:ונצואלה: מבנים Buildings and structures in Vermont קטגוריה:ורמונט: מבנים Buildings and structures in Vienna קטגוריה:וינה: מבנים Buildings and structures in Vietnam קטגוריה:וייטנאם: מבנים Buildings and structures in Virginia קטגוריה:וירג'יניה: מבנים Buildings and structures in Wales קטגוריה:ויילס: מבנים Buildings and structures in Warsaw קטגוריה:ורשה: מבנים Buildings and structures in Washington קטגוריה:מדינת וושינגטון: מבנים Buildings and structures in West Virginia קטגוריה:וירג'יניה המערבית: מבנים Buildings and structures in Wisconsin קטגוריה:ויסקונסין: מבנים Buildings and structures in Wyoming קטגוריה:ויומינג: מבנים Buildings and structures in Yemen קטגוריה:תימן: מבנים Buildings and structures in Zimbabwe קטגוריה:זימבבואה: מבנים Buildings and structures in the Basque Country קטגוריה:חבל הבסקים: מבנים Buildings and structures in the Canary Islands קטגוריה:האיים הקנריים: מבנים Buildings and structures in the City of Westminster קטגוריה:וסטמינסטר: מבנים Buildings and structures in the Community of Madrid קטגוריה:מדריד Buildings and structures in the Czech Republic קטגוריה:צ'כיה: מבנים Buildings and structures in the Czech Republic by city קטגוריה:מבנים בצ'כיה לפי עיר Buildings and structures in the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: מבנים Buildings and structures in the Netherlands קטגוריה:הולנד: מבנים Buildings and structures in the Netherlands by city קטגוריה:מבנים בהולנד לפי עיר Buildings and structures in the Palestinian territories קטגוריה:הרשות הפלסטינית: מבנים Buildings and structures in the Philippines קטגוריה:הפיליפינים: מבנים Buildings and structures in the Republic of Ireland קטגוריה:אירלנד: מבנים Buildings and structures in the Republic of Macedonia קטגוריה:מקדוניה: מבנים Buildings and structures in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: מבנים Buildings and structures in the United Kingdom קטגוריה:בריטניה: מבנים Buildings and structures in the United Kingdom by city קטגוריה:מבנים בבריטניה לפי עיר Buildings and structures in the United States קטגוריה:ארצות הברית: מבנים Buildings and structures in the United States by settlement קטגוריה:מבנים בארצות הברית לפי עיר Buildings and structures in the United States by state קטגוריה:מבנים בארצות הברית לפי מדינה Buildings and structures in the Valencian Community קטגוריה:ולנסיה Buildings and structures in Île-de-France קטגוריה:איל דה פראנס: מבנים Build–operate–transfer בנה-הפעל-העבר BujanStavileci/Pristina פרישטינה Bujanqe/Prishtina פרישטינה Bujar Nishani בויאר נישני Bujumbura בוג'ומבורה Buk missile system 9K37 בוק Bukachivtsi בוקאצ'יבצי Bukaj משתמש:Bukaj Bukama בוקמה Bukhara בוכרה Bukharan Jews יהדות בוכרה Bukharan Jews קטגוריה:יהדות בוכרה Bukharim quarter שכונת הבוכרים Bukhori dialect בוכרית Bukka White בוקה וייט Bukkake בוקקה Bukovina בוקובינה Bukovina קטגוריה:בוקובינה Bukovina Jews קטגוריה:יהודים מבוקובינה Bukowsko בוקובסקו Bukvoed משתמש:Bukvoed Buky Schwartz בוקי שוורץ Bulan בולאן Bulat Okudzhava בולט אוקודז'בה Bulawayo בולאוואיו Bulb בצל Bulbakuki/Soxband אירוסמית' Bulbourethral gland בלוטות קאופר Bulbous bow חרטום בולבוסי Bulbous corpuscle גופיף רפיני Bulbul בולבוליים Bulbul tarang בולבול טרנג Bulerías בולריה Bulgakov בולגקוב Bulgan Province בולגאן Bulgari בולגארי Bulgaria בולגריה Bulgaria קטגוריה:בולגריה Bulgaria Air בולגריה אייר Bulgaria Devin דווין Bulgaria Dimitrovgrad דימיטרובגראד Bulgaria Elena אלנה Bulgaria Kula קולה Bulgaria Lom לום Bulgaria Melnik מלניק Bulgaria Montana מונטנה Bulgaria Nikopol ניקופול Bulgaria Popovo פופובו Bulgaria Rose Valley עמק הוורדים Bulgaria Ruse רוסה Bulgaria at the Olympics בולגריה במשחקים האולימפיים Bulgaria at the Paralympics בולגריה במשחקים הפאראלימפיים Bulgaria during World War I בולגריה במלחמת העולם הראשונה Bulgaria in World War I קטגוריה:בולגריה במלחמת העולם הראשונה Bulgaria in the Eurovision Song Contest בולגריה באירוויזיון Bulgaria international footballers קטגוריה:כדורגלני נבחרת בולגריה Bulgaria location map templates קטגוריה:תבניות מיפוי לפי מדינות: בולגריה Bulgaria national basketball team נבחרת בולגריה בכדורסל Bulgaria national football team נבחרת בולגריה בכדורגל Bulgaria national football team managers קטגוריה:מאמני נבחרת בולגריה בכדורגל Bulgaria national football team navigational boxes קטגוריה:סגלי נבחרת בולגריה בכדורגל Bulgaria squad 1994 FIFA World Cup תבנית:נבחרת בולגריה במונדיאל 1994 Bulgaria squad UEFA Euro 1996 תבנית:נבחרת בולגריה יורו 1996 Bulgaria squad UEFA Euro 2004 תבנית:נבחרת בולגריה יורו 2004 Bulgaria templates קטגוריה:תבניות ניווט - בולגריה Bulgarian Agrarian National Union האיחוד הלאומי של חקלאי בולגריה Bulgarian Air Charter בולגריין אייר צ'ארטר Bulgarian Armed Forces צבא בולגריה Bulgarian Communist Party המפלגה הקומוניסטית של בולגריה Bulgarian Cup הגביע הבולגרי Bulgarian Empire האימפריה הבולגרית Bulgarian Jews קטגוריה:יהודים בולגרים Bulgarian National Revival התחייה הלאומית הבולגרית Bulgarian Posts דואר בולגריה Bulgarian Rhapsody רפסודיה בולגרית Bulgarian Righteous Among the Nations קטגוריה:בולגרים חסידי אומות העולם Bulgarian Socialist Party המפלגה הסוציאליסטית הבולגרית Bulgarian Supercup הסופר קאפ הבולגרי Bulgarian Wikipedia ויקיפדיה הבולגרית Bulgarian archaeologists קטגוריה:ארכאולוגים בולגרים Bulgarian athletes קטגוריה:אתלטים בולגרים Bulgarian basketball players קטגוריה:כדורסלנים בולגרים Bulgarian chess players קטגוריה:שחמטאים בולגרים Bulgarian clergy קטגוריה:אנשי דת בולגרים Bulgarian composers קטגוריה:מלחינים בולגרים Bulgarian cuisine המטבח הבולגרי Bulgarian cuisine קטגוריה:המטבח הבולגרי Bulgarian culture קטגוריה:בולגריה: תרבות Bulgarian dramatists and playwrights קטגוריה:מחזאים בולגרים Bulgarian film directors קטגוריה:במאי קולנוע בולגרים Bulgarian football managers קטגוריה:מאמני כדורגל בולגרים Bulgarian footballers קטגוריה:כדורגלנים בולגרים Bulgarian generals קטגוריה:גנרלים בולגרים Bulgarian historians קטגוריה:היסטוריונים בולגרים Bulgarian language בולגרית Bulgarian lev לב Bulgarian literature קטגוריה:ספרות בולגרית Bulgarian military personnel קטגוריה:אנשי צבא בולגרים Bulgarian military personnel of World War I קטגוריה:אנשי צבא בולגרים במלחמת העולם הראשונה Bulgarian monarchs קטגוריה:נסיכי ומלכי בולגריה Bulgarian people קטגוריה:בולגרים Bulgarian people of World War I קטגוריה:בולגרים במלחמת העולם הראשונה Bulgarian people of World War II קטגוריה:בולגרים במלחמת העולם השנייה Bulgarian philosophers קטגוריה:פילוסופים בולגרים Bulgarian poets קטגוריה:משוררים בולגרים Bulgarian politicians קטגוריה:פוליטיקאים בולגרים Bulgarian rabbis קטגוריה:רבנים בולגרים Bulgarian revolutionaries קטגוריה:מהפכנים בולגרים Bulgarian royalty קטגוריה:משפחת המלוכה הבולגרית Bulgarian scientists קטגוריה:מדענים בולגרים Bulgarian screenwriters קטגוריה:תסריטאי קולנוע בולגרים Bulgarian society קטגוריה:בולגריה: דמוגרפיה Bulgarian sportspeople קטגוריה:ספורטאים בולגרים Bulgarian writers קטגוריה:סופרים בולגרים Bulgarian-language films קטגוריה:סרטים בבולגרית BulgarianPrimeMinisters תבנית:ראשי ממשלת בולגריה Bulgarians בולגרים Bulgaria–Turkey relations יחסי בולגריה-טורקיה Bulgars בולגרים Bulguksa בולגוקסה Bulgur בורגול Buliisa District בוליסה Bulimia nervosa בולימיה נרבוזה Bulk cargo מטען בתפזורת Bulk carrier אוניית צובר Bulk modulus מודול הנפח Bull בול Bull Terrier בול טרייר Bull shark כריש שורי Bulla בולה Bulldog בולדוג אנגלי Bulldog bat עטלף הבולדוג Bulldog breeds בולדוג Bulldog clip אטב בולדוג Bulldozer בולדוזר Bulldozer דחפור Buller's albatross אלבטרוס בולר Bullet קליע Bullet for My Valentine בולט פור מיי ולנטיין Bullet in a Bible Bullet in a Bible Bullet time זמן קליע Bullet to the Head כדור בראש Bulletin board לוח מודעות Bulletin board system BBS Bulletin board systems קטגוריה:מערכות BBS Bulletin of the Atomic Scientists ביטאון מדעני האטום Bulletproof glass זכוכית משוריינת Bulletproof vest אפוד מגן Bullfighting מלחמת שוורים Bullhead shark הטרודונטאים Bullialdus בוליאלדוס Bullingdon Club מועדון הבולינגדון Bullmastiff בול מסטיף Bullous pemphigoid בולוס פמפיגואיד Bullpup בולפאפ Bullrun Bullrun Bulls and Cows בול פגיעה Bullseye בולזאיי Bully Bully Bully בולי Bullying בריונות Bulus Farah בולוס פרח Bulweria יסעור בולוור Bumba Meu Boi בוי Bumba lennoni בומבה לנוני Bumper cars מכוניות מתנגשות Bumper sticker סטיקר Bumpety Boo היי! בינבה Bumpetyboo.jpg קובץ:Binba.jpg Bumpy Johnson באמפי ג'ונסון Buna בונה Bunch באנץ' Bunchosia argentea פרי חמאת הבוטנים Bund der Frontsoldaten Stahlhelm קסדת הפלדה Bundesautobahn 10 כביש 10 Bundesliga בונדסליגה Bundesliga הבונדסליגה לנשים Bundesliga תבנית:הבונדסליגה Bundesliga top scorers תבנית:מלך השערים של הבונדסליגה Bundesliga venues תבנית:אצטדיוני הבונדסליגה Bundespolizei המשטרה הפדרלית Bundesrat of Germany בונדסראט Bundestag בונדסטאג Bundeswehr בונדסוור Bundeswehr קטגוריה:בונדסוור Bundeswehr generals קטגוריה:גנרלים בבונדסוור Bundibugyo District בונדיבוגיו Bundists קטגוריה:בונדיסטים Bung פקק Bungalow בונגלו Bungee jumping קפיצת באנג'י Bungo Channel תעלת בונגו Bungo Province בונגו Bunk bed מיטת קומתיים Bunk'd קיקיוואקה: מחנה קיץ Bunker בונקר Bunker בנקר Bunker Hill Monument אנדרטת גבעת בנקר Bunker buster מפצחת בונקרים Bunkers קטגוריה:בונקרים Bunkers in Albania הבונקרים באלבניה Bunny באני Bunraku בונרקו Bunratty Castle מצודת בונראטי Bunsen burner מבער בונזן Bunting בנטינג Buoy מצוף Buoyancy ציפה Buoyancy compensator מאזן ציפה Buphagus קטגוריה:זרזירי בקר Bupropion בופרופיון Buq'ata בוקעאתא Buraidah בוריידה Burak Yılmaz בוראק יילמאז Burali-Forti paradox הפרדוקס של בורלי-פורטי Buran מעבורת החלל בוראן Burano בוראנו Buraq אל-בוראק Burayka בוריקה Burberry ברברי Burda בורדה Burda Style מגזין בורדה Bureau d'Enquêtes et d'Analyses pour la Sécurité de l'Aviation Civile המשרד לחקר וניתוח ביטחון התעופה האזרחית Bureau d'Enquêtes sur les Événements de Mer המשרד לחקירת תאונות ימיות Bureau of Construction and Repair משרד הבנייה והתחזוקה Bureau of International Expositions הלשכה לתערוכות בינלאומיות Bureau of Ordnance משרד החימוש Bureaucracy ביורוקרטיה Bureaucrats ויקיפדיה:ביורוקרט Bureaucrats' noticeboard ויקיפדיה:בקשות מביורוקרטים Burebista בורביסטה Bureij אל-בורייג' Burette ביורטה Burg בורג Burgas בורגס Burgas Airport נמל התעופה בורגס Burgas Province בורגס Burgata בורגתא Burgenland בורגנלנד Burger King ברגר קינג Burgeranch בורגראנץ' Burgess Meredith ברג'ס מרדית' Burgess Park פארק ברג'ס Burgkunstadt בורגקונשטאדט Burglary פריצה Burgos בורגוס Burgos Cathedral קתדרלת בורגוס Burgtheater בורגתיאטר Burgundian Netherlands ארצות השפלה הבורגונדיות Burgundian School האסכולה הבורגונדית Burgundian Wars המלחמות הבורגונדיות Burgundians בורגונדים Burgundy בורגון Burgundy בורגונדי Burgundy קטגוריה:בורגון Burhan Ghalioun בורהאן ע'ליון Burhanuddin Rabbani בורהנודין רבאני Burhinidae קטגוריה:כרווניים Burhou בורהו Burial קבורה Burial at sea קבורה בים Burial of Jesus קבורת ישו Burials קטגוריה:אישים לפי קבורתם Burials at Arlington National Cemetery קטגוריה:אישים הקבורים בבית הקברות הלאומי ארלינגטון Burials at Har HaMenuchot קטגוריה:יהודים הקבורים בהר המנוחות Burials at Isola di San Michele קטגוריה:אישים הקבורים בבית הקברות סן מיקלה Burials at La Recoleta Cemetery קטגוריה:אישים הקבורים בבית הקברות לה רקולטה Burials at Montparnasse Cemetery קטגוריה:אישים הקבורים בבית הקברות מונפרנאס Burials at Mount Herzl קטגוריה:אישים הקבורים בהר הרצל Burials at Novodevichy Cemetery קטגוריה:אישים הקבורים בבית העלמין נובודוויצ'יה Burials at Powązki Cemetery קטגוריה:אישים הקבורים בבית הקברות האזרחי פובונזקי Burials at Powązki Military Cemetery קטגוריה:אישים הקבורים בבית הקברות הצבאי פובונזקי Burials at Père Lachaise Cemetery קטגוריה:אישים הקבורים בבית הקברות פר לשז Burials at St Paul's Cathedral קטגוריה:אישים הקבורים בקתדרלת סנט פול Burials at Turkish State Cemetery קטגוריה:אישים הקבורים בבית העלמין הממלכתי של טורקיה Burials at Wawel Cathedral קטגוריה:אישים הקבורים בקתדרלת ואוול Burials at West Point Cemetery קטגוריה:אישים הקבורים בבית הקברות וסט פוינט Burials at Westminster Abbey קטגוריה:אישים הקבורים במנזר וסטמינסטר Burials at national cemeteries קטגוריה:אישים הקבורים בבתי קברות לאומיים Burials at the Congressional Cemetery קטגוריה:אישים הקבורים בבית הקברות של הקונגרס Burials at the Jewish cemetery on the Mount of Olives קטגוריה:יהודים הקבורים בהר הזיתים Burials at the Kremlin Wall Necropolis קטגוריה:אישים הקבורים בבית הקברות של חומת הקרמלין Burials in Argentina קטגוריה:אישים לפי קבורתם: ארגנטינה Burials in Berlin by place קטגוריה:אישים הקבורים בברלין Burials in Egypt קטגוריה:אישים הקבורים במצרים Burials in France by city קטגוריה:אישים הקבורים בצרפת Burials in Germany by city קטגוריה:אישים הקבורים בגרמניה Burials in Israel קטגוריה:אישים לפי קבורתם: ישראל Burials in Jerusalem by place קטגוריה:אישים הקבורים בירושלים Burials in London by place קטגוריה:אישים הקבורים בלונדון Burials in New York City by place קטגוריה:אישים הקבורים בניו יורק Burials in Paris by place קטגוריה:אישים הקבורים בפריז Burials in Russia קטגוריה:אישים לפי קבורתם: רוסיה Burials in Vienna by place קטגוריה:אישים הקבורים בווינה Burials in Warsaw by place קטגוריה:אישים הקבורים בוורשה Burials in the United States קטגוריה:אישים לפי קבורתם: ארצות הברית Buridan's ass חמורו של בורידן Buridava בורידאבה Buried קבור Buriram בורי ראם Burj בורג' Burj Al Arab בורג' אל-ערב Burj Khalifa בורג' ח'ליפה Burji dynasty השושלת הבורג'ית Burke בורק Burkhard Christoph von Münnich כריסטופור מיניך Burkina Faso בורקינה פאסו Burkina Faso קטגוריה:בורקינה פאסו Burkina Faso at the Olympics בורקינה פאסו במשחקים האולימפיים Burkina Faso at the Paralympics בורקינה פאסו במשחקים הפאראלימפיים Burkina Faso national football team נבחרת בורקינה פאסו בכדורגל Burkinabé footballers קטגוריה:בורקינה פאסו: כדורגלנים Burkinabé military personnel קטגוריה:אנשי צבא בורקינאים Burkinabé people קטגוריה:בורקינה פאסו: אישים Burkinabé politicians קטגוריה:פוליטיקאים בורקינאים Burkitt's lymphoma לימפומת בירקיט Burl Ives ברל אייבס Burla בורלא Burlesque בורלסק Burlesque בורלסקה Burlington ברלינגטון Burlington House בית ברלינגטון Burma Campaign המערכה על בורמה Burma Railway מסילת הרכבת תאילנד-בורמה Burma Road דרך בורמה Burmeister's porpoise פוקנת בורמייסטר Burmese בורמזי Burmese cat בורמזי Burmese cuisine קטגוריה:המטבח הבורמזי Burmese culture קטגוריה:מיאנמר: תרבות Burmese ferret-badger גירית סמורית בורמזית Burmese people קטגוריה:בורמזים Burmese politicians קטגוריה:פוליטיקאים בורמזים Burmese python פיתון בורמזי Burn Burn Burn כווייה Burn After Reading לקרוא ולשרוף Burn Gorman ברן גורמן Burn It Down Burn It Down Burn Notice סוכן מחוק BurnDownBabylon/User Iceweasel תבנית:משתמש IceWeasel Burna-Buriash II בורנבוריאש השני Burning שריפה Burning Man האיש הבוער Burning Spear ברנינג ספיר Burning bush הסנה הבוער Burning of Jaffna library השריפה בספריית ג'פנה Burnley ברנלי Burnley F.C. ברנלי Burnley F.C. players קטגוריה:כדורגלני ברנלי Burnout שחיקה Burns ברנס Burnside Skatepark סקייטפארק ברנסייד Burnside's lemma הלמה של ברנסייד Burnside's problem בעיית ברנסייד Burnt House הבית השרוף Burnt offering קורבן עולה Burping גיהוק Burqa בורקה Burqin בירקין Burr puzzle חידת בור Burra בורה Burrell בורל Burrito בוריטו Burroughs בורוס Burrow מחילה Burrowing owl כוס המחילות Burrowing parrot תוכי המחילות Burrows–Wheeler transform התמרת בורווס-וילר Burrunan dolphin דולפינן אוסטרלי Bursa בורסה Bursa קטגוריה:בורסה Bursa Atatürk Stadium אצטדיון אטאטורק Bursaspor בורסאספור Bursaspor footballers קטגוריה:כדורגלני בורסאספור Burshtyn בורשטין Burst mode צרור Burt Bacharach ברט בכרך Burt Lancaster ברט לנקסטר Burt Munro ברט מונרו Burt Reynolds ברט ריינולדס Burt Rutan ברט רוטאן Burt Young ברט יאנג Burton Malkiel ברטון מלכיאל Burton Richter ברטון ריכטר Buru babirusa בבירוסה מצויה Burundi בורונדי Burundi קטגוריה:בורונדי Burundi Bwacu המנון בורונדי Burundi Ngozi נגוזי Burundi at the Olympics בורונדי במשחקים האולימפיים Burundi at the Paralympics בורונדי במשחקים הפאראלימפיים Burundi national football team נבחרת בורונדי בכדורגל Burundian genocide רצח העם בבורונדי Burundian people קטגוריה:בורונדים Burundian politicians קטגוריה:פוליטיקאים בורונדים Bururi בורורי Burushaski בורושסקי Buryat language בוריאטית Buryatia בוריאטיה Burzenin בוז'נין Burzum בורזום Bus אוטובוס Bus אפיק נתונים Bus 300 affair פרשת קו 300 Bus Stop תחנת אוטובוס Bus companies of Israel קטגוריה:חברות אוטובוסים ישראליות Bus driver נהג אוטובוס Bus garage דפו Bus lane נתיב תחבורה ציבורית Bus rapid transit מערכת אוטובוסים מהירה Bus stations קטגוריה:תחנות אוטובוס Bus stations in Israel קטגוריה:ישראל: תחנות מרכזיות ומסופי אוטובוסים Bus stop תחנת אוטובוס Bus terminus תחנה מרכזית Bus transport קטגוריה:אוטובוסים Busan פוסן Busbar פס צבירה Busby Babes תינוקות באזבי Busby Berkeley באזבי ברקלי Bush Bush Bush בוש Bush House בית בוש Bush compound מתחם בוש Bush dog זאב היער Bush family משפחת בוש Bush family קטגוריה:משפחת בוש Bush the science of things.jpg תמונה:Bush The Science Of Things.jpg Bushbuck קודו משורטט Bushehr Nuclear Power Plant תחנת הכוח הגרעינית בבושהר Bushehr Province בושהר Bushel בושל Bushido בושידו Bushinsky בושינסקי Bushpig חזיר הסבך Bushtyno בושטינה Bushveld Igneous Complex מתחם בושוולד Bushveld elephant shrew ארכף הסבך Bushy Park פארק בושי Bushy-crested hornbill קלאו לבן-גרון Bushy-tailed jird יפה זנב Bushy-tailed mongoose נמייה עבת-זנב Business עסק Business קטגוריה:עסקים Business Intelligence 2.0 בינה עסקית 2.0 Business and economics פורטל:כלכלה Business and economics/Selected picture פורטל:כלכלה/תמונה נבחרת/גלריה Business books קטגוריה:ספרי ניהול Business card כרטיס ביקור Business continuity המשכיות עסקית Business day יום עסקים Business ethics אתיקה בעסקים Business incubator חממה טכנולוגית Business intelligence בינה עסקית Business intelligence קטגוריה:מודיעין עסקי Business jet מטוס מנהלים Business license רישיון עסק Business logic לוגיקה עסקית Business magazines קטגוריה:כתבי עת כלכליים Business magnate טייקון Business model מודל עסקי Business models קטגוריה:מודלים עסקיים Business networking רישות עסקי Business newspapers קטגוריה:עיתונות כלכלית Business occupations קטגוריה:מקצועות הכלכלה Business performance management Enterprise Performance Management Business plan תוכנית עסקית Business process שגרה Business process management Business Process Management Business rule כלל עסקי Business simulation games קטגוריה:סימולציות ניהול ממוחשבות Business software קטגוריה:תוכנות עסקיות Business war games משחק מלחמה עסקי Businesspeople קטגוריה:אנשי עסקים Businesspeople by nationality קטגוריה:אנשי עסקים לפי מוצא Businesspeople from Georgia קטגוריה:אנשי עסקים גאורגים Businesspeople in advertising קטגוריה:פרסומאים Businesspeople in the casino industry קטגוריה:אנשי עסקים בענף ההימורים Businesspeople who committed suicide קטגוריה:מתאבדים: אנשי עסקים Businessperson איש עסקים Buskett Gardens גני בוסקט Busko-Zdrój בוסקו-זדרוי Buspirone בוספירון Bussard ramjet מגח בוסארד Busselton בסלטון Busseto בוסטו Busta Rhymes באסטה ריימס Bustamante בוסטמנטה Bustan בוסתן Bustan Abraham בוסתן אברהם Bustan HaGalil בוסתן הגליל Bustan al-Marj Regional Council מועצה אזורית בוסתאן אל מרג' Bustan al-Marj Regional Council קטגוריה:מועצה אזורית בוסתאן אל מרג' Bustan al-Marj Regional Council תבנית:מועצה אזורית בוסתאן אל מרג' Bustard חובתיים Busted באסטד Buster Crabbe באסטר קרייב Buster Keaton באסטר קיטון Busuioacă de Bohotin בוסויואקה דה בוחוטין Busy beaver הבונה העסוק BusyBox BusyBox But I'm a Cheerleader יחידה במינה Butane בוטאן Butanol בוטנול Butanone בוטנון Butaritari בוטאריטארי Butaritari קטגוריה:בוטאריטארי Butch Cassidy בוץ' קסידי Butch Cassidy and the Sundance Kid קיד וקסידי Butch Hartman בוץ' הארטמן Butch Reynolds בוץ' ריינולדס Butch Vig בוץ' ויג Butch and femme בוצ'ה ופמית Butcher קצב Bute House בית ביוט Butenafine מנטקס Butene בוטן Buteo עקב Buteo קטגוריה:עקב Buteyko method שיטת בוטייקו Buthidae קטגוריה:בותוסיים Buthrotum בוטרינט Butler באטלר Butler משרת Butlers באטלרס Butoh בוטו Butomus umbellatus בוציץ סוככני Butrimonys בוטרימוניס Butt plug פקק אנאלי ButteLeisure/Demo article Flying Spaghetti Monster מפלצת הספגטי המעופפת Butter חמאה Butter קטגוריה:חמאה Butter cake עוגת חמאה Butter curler מסלסל חמאה Butter knife סכין חמאה Buttered toast phenomenon נפילת פרוסת לחם מרוחה בחמאה Butterflies קטגוריה:פרפרים Butterflies Are Free פרפרים הם חופשיים Butterflies in the stomach פרפרים בבטן Butterfly Butterfly Butterfly פרפר Butterfly פרפרים Butterfly Cluster צביר הפרפר Butterfly chair כיסא פרפר Butterfly effect אפקט הפרפר Butterfly loop לולאת פרפר אלפיני Butterfly swimmers קטגוריה:שחייני פרפר Butterfly theorem משפט הפרפר Butterflyfish פרפרוניים Buttermilk חובצה Butternut squash דלורית Butters Stotch באטרס סטוץ' Buttocks עכוז Button כפתור Button Gwinnett באטן גווינט Buttonquail טורניקיים Butyric acid חומצה בוטירית Buvaisar Saitiev בובאיסר סאיטייב Buxenus בוקסנוס Buxton Blue גבינת בקסטון Buxton Memorial Fountain אנדרטת מזרקת בקסטון Buy Nothing Day יום ללא קניות Buyer's remorse חרטת קונה Buyid dynasty השושלת הבויהית Buzaglo בוזגלו Buzaglo test מבחן בוזגלו Buzin Satuma Hayato user:Buzin Satuma Hayato Buzkashi בוזקאשי Buzludzha בוזלודז'ה Buzz באזז Buzz Aldrin באז אולדרין Buzz Lightyear באז שנות-אור Buzz Lightyear attractions משגרי החלל של באז שנות אור Buzz Lightyear of Star Command: The Adventure Begins באז שנות אור ממפקדת הכוכב: ההרפתקה מתחילה BuzzFeed BuzzFeed Buzzcocks באזקוקס Buzzword באזוורד Buzău בוזאו Buñuelo בורמואלוס Bwindi Impenetrable National Park הפארק הלאומי בווינדי By the Way By the Way By-election בחירות ביניים By-law חוק עזר ByaAkai משתמש:ByaAkai Byala Slatina ביאלה סלאטינה Byalynichy ביאליניצ'י Byaroza ברזה קרטוסקה Byblian royal inscriptions כתובות מלכי גבל Byblos גבל Bychawa ביחאווה Bydgoszcz בידגושץ' Byelorussian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הבלארוסית Byerazino ברזינו Bykhaw ביחוב Byla ביילה Bylina בילינה Bynum ביינום Byomkesh Bakshi ביומקש בקשי Byrd בירד Byrial משתמש:Byrial Byrialbot משתמש:Byrialbot Byron ביירון Byron Katie ביירון קייטי Byron Scott ביירון סקוט Byron White ביירון וייט Byrsa בירסה Bystander effect אפקט הצופה מהצד Byte בית Byte order mark BOM Bytecode Bytecode Bytom ביטום Bytownite בייטאוניט Bytča ביטצ'ה Byzantine Empire האימפריה הביזנטית Byzantine Empire קטגוריה:האימפריה הביזנטית Byzantine Greece יוון תחת שלטון האימפריה הביזנטית Byzantine Rite פולחן ביזנטי Byzantine architecture אדריכלות ביזנטית Byzantine army הצבא הביזנטי Byzantine art אמנות ביזנטית Byzantine art קטגוריה:אמנות ביזנטית Byzantine calendar הלוח הביזנטי Byzantine emperors קטגוריה:קיסרי האימפריה הביזנטית Byzantine geographers קטגוריה:גאוגרפים ביזנטיים Byzantine historians קטגוריה:היסטוריונים ביזנטים Byzantine literature קטגוריה:כתבי יד מן התקופה הביזנטית Byzantine mosaic קטגוריה:פסיפסים מן התקופה הביזנטית Byzantine navy הצי הביזנטי Byzantine people קטגוריה:האימפריה הביזנטית: אישים Byzantine sculpture קטגוריה:פיסול ביזנטי Byzantine–Georgian wars הסכסוך הביזנטי-גאורגי Byzantium ביזנטיון Bzipi בזיב Bzipi River בזיב Bzuk/Sandbox/ new article start פרל הארבור Bàsquet Manresa באסקט מנרסה Bàsquet Manresa players קטגוריה:כדורסלני מנרסה Báb הבאב עלי מוחמד שיראזי Bábism באביזם Bács-Kiskun County באץ'-קישקון Bálint's syndrome סינדרום באלינט Bárbara Palacios ברברה פלסיוס Bárðarbunga ברדרבונגה Báthory family בית באטורי Báthory family קטגוריה:בית באטורי Bârlad ברלאד Bärbel Wöckel ברבל וקל Bärenfang בארנייגר Béarnaise sauce רוטב ביארנז Béchamel sauce רוטב בשאמל Béjaïa בג'איה Békés County בקש Békéscsaba בקשצ'אבה Béla Bartók בלה בארטוק Béla Guttmann בלה גוטמן Béla IV of Hungary מלך הונגריה בלה הרביעי Béla Király בלה קיראי Béla Kun בלה קון Béla Károlyi בלה קארולי Béla Síki בלה שיקי Bénédictine בנדיקטין Bénézet בנזה הקדוש Bérénice Bejo ברניס בז'ו Bérénice Marlohe ברניס מרלו Bésame Mucho בסמה מוצ'ו Bézier curve עקום בזייה Béziers בזייה Bézout domain תחום בזו Bío Bío Region ביוביו Bío Bío Region קטגוריה:ביוביו Bío Bío River ביוביו Böhm ביהם Börek בורקס Börries von Münchhausen בריס פון מינכהאוזן Børge Brende בורגה ברנדה Büchner funnel משפך ביכנר Bülent Ecevit בולנט אג'וויט Bünting Clover Leaf Map מפת בינטינג Bürgerliches Gesetzbuch הקודקס האזרחי הגרמני Bürgerrechtsbewegung Solidarität BüSo Büsingen am Hochrhein ביזינגן Büyük Menderes River בויוק מנדרס Băbească neagră בבאסקה שחורה Băile Herculane מרחצאות הרקולאנה Bălți בלץ Bărbat ברבאט Bărăgan Plain ברגאן Bărăgan deportations הגליות לברגאן Będzin בנדין Błaszki בלאשקי Błażowa בלאז'ובה Błonie בלוניה B♭ סי במול C C C דו C Sharp סי שארפ C shell C Shell C'est ma vie C'est ma vie C*-algebra אלגברת סי כוכב C++ C++ C++ קטגוריה:C++ C-- C-- C-3PO C-3PO C-4 C-4 C-802 C-802 C-Chute מפלט נ' C-Raf C-Raf C-UWB תחום רחב סרט C-reactive protein חלבון מגיב C C-terminus קצה קרבוקסילי C-value enigma תעלומת ערך C C. Bruton סי ג'יי ברוטון C. Ceram ק. וו. צראם C. Cherryh קרולין צ'רי C. Lee סי. אס לי C. Lewis ק.ס. לואיס C. McCollum סי. ג'יי. מקולום C. Northcote Parkinson נורת'קוט פרקינסון C. Powell ססיל פאוול C. Raman ונקאטה רמאן C. Rosetti קונסטנטין רוסטי C. Snow צ'ארלס פרסי סנואו C. Wright צ'ארלס רייט C.A.I. First אליטליה אקספרס C.C. Hunter סי. סי. האנטר C.D. Aves players קטגוריה:כדורגלני אוואס C.D. Guadalajara גוודלחרה C.D. Guadalajara footballers קטגוריה:כדורגלני גוודלחרה C.D. Guadalajara managers קטגוריה:מאמני גוודלחרה C.D. Nacional נסיונל מדיירה C.D. Nacional players קטגוריה:כדורגלני נסיונאל מדיירה C.D. Tondela טונדלה C.F. Monterrey managers קטגוריה:מאמני מונטריי C.F. Monterrey players קטגוריה:כדורגלני מונטריי C.F. Os Belenenses בלננסש C.F. Os Belenenses players קטגוריה:כדורגלני בלננסש C.F. Pachuca פצ'וקה C.F. Pachuca players קטגוריה:כדורגלני פצ'וקה C.I.A. .C.I.A C.R.A.Z.Y. קרייזי C.S. Cartaginés players קטגוריה:כדורגלני קרטחינס C.S. Herediano footballers קטגוריה:כדורגלני ארדיאנו C.S. Marítimo מאריטימו C.S. Marítimo players קטגוריה:כדורגלני מאריטימו C.T./Group Dynamics Begeny דינמיקה קבוצתית C.T./sandbox Begeny דינמיקה קבוצתית C/2007 E2 שביט לאבג'וי C/2011 L4 C/2011 L4 C4 C4 C4 carbon fixation קיבוע פחמן במסלול C4 C4I Corps חיל הקשר והתקשוב CA CA CA Osasuna אוססונה CA Osasuna managers קטגוריה:מאמני אוסאסונה CA Osasuna players קטגוריה:כדורגלני אוסאסונה CAC 40 CAC 40 CAC/PAC JF-17 Thunder JF-17 CAF Awards כדורגלן השנה באפריקה CAL Cargo Air Lines ק.א.ל. CALIPSO קליפסו CAN bus CAN-bus CANDU reactor קנדו CAPTCHA CAPTCHA CAR-15 CAR-15 CAS Registry Number מספר CAS CASA קאזה CAT(k) space מרחב CB Estudiantes אסטודיאנטס מדריד CB Estudiantes players קטגוריה:כדורסלני אסטודיאנטס מדריד CB Girona players קטגוריה:כדורסלני ז'ירונה CB Gran Canaria גראן קנאריה CB Gran Canaria players קטגוריה:כדורסלני גראן קנאריה CB Granada players קטגוריה:כדורסלני גרנדה CB Málaga players קטגוריה:כדורסלני אוניקאחה מאלגה CB Sant Josep סנט ז'וזפ ז'ירונה CB Sevilla סביליה CB Sevilla players קטגוריה:כדורסלני קחאסול סביליה CBGB CBGB CBS CBS CBS סי. בי. אס CBS Corporation CBS Corporation CBU-97 Sensor Fuzed Weapon CBU-97 נשק מונחה סנסורים CCH Pounder סי. סי. פאונדר CCJO René Cassin מועצת הארגונים היהודיים העולמיים CCM mode CCM CCTV CCTV CD CD CD Baby CD Baby CD Leganés לגאנס CD Logroñés managers קטגוריה:מאמני לוגרונייס CD Numancia נומנסיה CD Numancia players קטגוריה:כדורגלני נומנסיה CD Projekt CD Projekt CD Projekt RED CD Projekt RED CD Tenerife טנריפה CD Tenerife managers קטגוריה:מאמני טנריפה CD Tenerife players קטגוריה:כדורגלני טנריפה CD Toledo footballers קטגוריה:כדורגלני טולדו CD+G CD+G CD-R CD-R CD-ROM CD-ROM CD-RW CD-RW CD8 CD8 CDC CDC CDR CDR CE Sabadell footballers קטגוריה:כדורגלני סבדל CERN CERN CERN קטגוריה:CERN CF Reus Deportiu ראוס דפורטיו CFA franc פרנק CFA CFR Cluj צ'.פ.ר. קלוז' CGI CGI CHOP CHOP CIA Memorial Wall כותל הזיכרון של סוכנות הביון המרכזית CICS CICS CIH וירוס צ'רנוביל CIS national football team נבחרת חבר המדינות העצמאיות בכדורגל CIS squad UEFA Euro 1992 תבנית:נבחרת חבר המדינות העצמאיות ביורו 1992 CISV International CISV CITES אמנת וושינגטון CJW9/sandbox קלאודיה שיפר CK CK CL Cl CL Smooth סי.אל. סמוט CLOVES syndrome תסמונת קלובס CLS Group CLS Group CLW משתמש:CLW CM Cm CM Punk פיליפ ברוקס CMOS CMOS CMS CMS CMYK color model CMYK CN Tower מגדל סי אן CNBC CNBC CNES המרכז הצרפתי הלאומי לחקר החלל CNET CNET CNIB המכון הלאומי הקנדי למען העיוור CNN CNN CNN קטגוריה:CNN CNN effect אפקט CNN CNN people קטגוריה:סגל CNN CNO cycle מחזור CNO CNSAD הקונסרבטואר הלאומי הגבוה לאמנות הדרמה CO CO COBOL COBOL COBRA קוברה COCOMO COCOMO COINTELPRO COINTELPRO COLLADA קולדה COM COM COM file קובץ COM COMMAND.COM COMMAND.COM COMSOL Multiphysics קומסול מולטיפיזיקס CONCACAF CONCACAF CONCACAF Champions League ליגת האלופות של CONCACAF CONCACAF Gold Cup גביע הזהב של CONCACAF CONCACAF Gold Cup קטגוריה:גביע הזהב של CONCACAF CONCACAF Gold Cup תבנית:גביע הזהב CONCACAF Women's Gold Cup גביע הזהב של CONCACAF לנשים CONCACAF Women's Gold Cup קטגוריה:תחרויות גביע הזהב של CONCACAF לנשים CONCACAF teams תבנית:נבחרות כדורגל צפון אמריקאיות CONFIQ משתמש:CONFIQ CONMEBOL CONMEBOL CONMEBOL associations תבנית:נבחרות כדורגל דרום אמריקאיות CONMEBOL leagues תבנית:ליגות הכדורגל בדרום אמריקה CONMEBOL logo.svg תמונה:Conmebol logo.png CONMEBOL women's teams תבנית:נבחרות כדורגל נשים דרום אמריקאיות COPS שוטרים וגנבים COSMO-SkyMed COSMO-SkyMed COT חתול CP Mérida footballers קטגוריה:כדורגלני מרידה CP/M CP/M CPT symmetry סימטריית CPT CR Cr CR Vasco da Gama ואסקו דה גאמה CRC CRC CRIME CRIME CRISPR קריספר CS Concordia Chiajna players קטגוריה:כדורגלני קונקורדיה קיאז'נה CS Dinamo București דינמו בוקרשט CS Energia אנרגיה רובינאר CS Gaz Metan Mediaș גז מתאן מדיאש CS Pandurii Târgu Jiu players קטגוריה:כדורגלני פאנדורי טרגו ז'יו CS Salamis Glory סלמיס גלורי CS Sedan Ardennes סדאן CS Sedan Ardennes players קטגוריה:כדורגלני סדאן CS Tiligul-Tiras Tiraspol טיליגול-טיראס טירספול CS Universitatea Craiova CSU קראיובה CS1 קטגוריה:תחזוקה - ציטוט CS1 Arabic-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Bulgarian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Chinese-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Croatian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Danish-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Dutch-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Finnish-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 French-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 German-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Greek-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Hungarian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Italian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Japanese-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Korean-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Norwegian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Persian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Polish-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Portuguese-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Russian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Slovenian-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Spanish-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 Swedish-language sources קטגוריה:ציטוט מקור בשפה זרה CS1 errors עזרה:שגיאות ציטוט CS1 errors: ASIN קטגוריה:שגיאות ציטוט: ASIN CS1 errors: DOI קטגוריה:שגיאות ציטוט: DOI CS1 errors: ISBN קטגוריה:שגיאות ציטוט: ISBN CS1 errors: ISSN קטגוריה:שגיאות ציטוט: ISSN CS1 errors: LCCN קטגוריה:שגיאות ציטוט: LCCN CS1 errors: OL קטגוריה:שגיאות ציטוט: OL CS1 errors: PMC קטגוריה:שגיאות ציטוט: PMC CS1 errors: PMID קטגוריה:שגיאות ציטוט: PMID CS1 errors: URL–wikilink conflict קטגוריה:תבניות ציטוט עם בעיות בקישורים פנימיים CS1 errors: arXiv קטגוריה:שגיאות ציטוט: arXiv CS1 errors: chapter ignored קטגוריה:שגיאות ציטוט: פרמטר פרק לא בשימוש CS1 errors: coauthors without author קטגוריה:שגיאות ציטוט: מחברי משנה ללא מחבר ראשי CS1 errors: dates קטגוריה:שגיאות ציטוט: תאריכים CS1 errors: message-id קטגוריה:שגיאות ציטוט: message-id CS1 errors: missing author or editor קטגוריה:שגיאות ציטוט: חסר מחבר או עורך CS1 errors: translated title קטגוריה:דפים עם תבניות ציטוט עם מושגים מתורגמים ללא מקור CS1 foreign language sources קטגוריה:תחזוקה - ציטוט: שפות CS1 maint: ASIN uses ISBN קטגוריה:תבנית ציטוט משתמשת בקוד ספר בתור ASIN CS1 maint: Date and year קטגוריה:תבניות ציטוט עם תאריך ושנה בו זמנית CS1 maint: Unrecognized language קטגוריה:תבנית ציטוט עם ציון שפה לא מזוהה CS1 maint: display-authors קטגוריה:תבניות ציטוט עם פחות מחברים מהנדרש CS1 maintenance קטגוריה:תחזוקה - ציטוט: בעיות ניהול ביחידה CS2012/Books/Collaborative E-book creation using Wikipedia/Ebook ספר אלקטרוני CS2012/Books/Collaborative E-book creation using Wikipedia/How to edit עזרה:עריכת דף CS2012/Books/Collaborative E-book creation using Wikipedia/ISBN מסת"ב CS2012/Books/Collaborative E-book creation using Wikipedia/Step by step עזרה:ספרים CSA Steaua București סטיאווה בוקרשט CSI: Crime Scene Investigation CSI CSI: Miami CSI: מיאמי CSI: NY CSI: ניו יורק CSK VVS Samara צסק"א סמרה CSKA Moscow צסק"א מוסקבה CSKA Moscow קטגוריה:צסק"א מוסקבה CSKA Moscow Stadium אצטדיון צסק"א מוסקבה CSKA Pamir Dushanbe פאמיר דושנבה CSM Bucureşti מוניציפל בוקרשט CSM Oradea מוניציפל אוראדיה CSS Cansei de Ser Sexy CSS Animations הנפשות CSS CST-100 Starliner CST-100 סטארליינר CSU Asesoft Ploiești אססופט פלוישט CSU Pitești מוניציפל פיטשט CSU Sibiu אטלסיב סיביו CT scan טומוגרפיה ממוחשבת CTLA-4 CTLA-4 CU Cu CUDA CUDA CURL CURL CV CV CW complex מרחב CW CWC mode CWC mode CYREN סיירן CZ 75 CZ75 Ca' Foscari פאלאצו פוסקארי Ca' Pesaro קא' פזארו Ca' Rezzonico קא' רצוניקו Ca' Vendramin Calergi קא' ונדראמין קאלרגי Ca' d'Oro קא' ד'אורו Ca' da Mosto קא' דא מוסטו Cab Calloway קאב קאלוויי Cabaret קברט Cabaret Voltaire קברט וולטר Cabassous ארמדיל חשוף-זנב Cabbage כרוב Cabbage roll כרוב ממולא Cabernet Franc קברנה פראן Cabernet Sauvignon קברנה סוביניון Cabildo קבילדו Cabin Fever קדחת הבקתה Cabinda Province קבינדה Cabinet Cab Cabinet קבינט Cabinet Secretary מזכיר הממשלה Cabinet of Boris Yeltsin and Yegor Gaidar ממשלת ילצין-גאידר Cabinet of Israel ממשלת ישראל Cabinet of Japan ממשלת יפן Cabinet of curiosities חדר פלאות Cabinet of the United Kingdom קבינט ממשלת בריטניה Cabinet of the United States הקבינט של ארצות הברית Cabinet of the United States קטגוריה:הקבינט של ארצות הברית Cabiria כביריה Cable כבל Cable קייבל Cable Internet access אינטרנט בכבלים Cable and DBS companies of Israel קטגוריה:חברות טלוויזיה ישראליות Cable and Satellite Broadcasting Council המועצה לשידורי כבלים ולשידורי לווין Cable cars in Haifa רכבל חיפה Cable layer אוניית כבל Cable length כבל Cable modem termination system CMTS Cable television טלוויזיה בכבלים Cable tie אזיקון Cable-stayed bridges קטגוריה:גשרים מעוגני כבלים Cableways קטגוריה:רכבלים Cabo Polonio קאבו פולוניו Cabo da Roca קאבו דה רוקה Cabochon קבושון Caboose קרון בילום Cabot קבוט Cabra Casay כברה קסאי Cabral קאברל Cacatua קקדו Cacatuidae קטגוריה:קקדואיים Cacau קאקאו Cachaça קשאסה Cache זיכרון מטמון Cachet חותמת נלווית Cachoeiro de Itapemirim קשואיירו דה איטפמירין Caché מחבואים Caciocavallo קשקבל Cacomistle קקומיסטו Cacti קטגוריה:צבריים Cactus צבריים Cactus Flower פרח הקקטוס Cadastre קדסטר Cadaver גופה Cadaver tomb קבר גווייה Caddisfly שעירי כנף Cadea קדדיים Cadel Evans קאדל אוונס Cadence קדנצה Cadency קדנסיה Cadenza קדנצה Cadet שוחר Cadherin קדהרין Cadillac קדילאק Cadillac Man איש הקאדילק Cadillac Place קדילאק פלייס Cadiz קדיס Cadmium קדמיום Cadmus קדמוס Caduceus מטה הרמס Caecilian חסרי רגליים Caecilians קטגוריה:חסרי רגליים Caeciliidae תולעניים Caecilius Metellus קאיקיליוס מטלוס Caecilius of Calacte קייקיליוס Caeleb Dressel קיילב דרסל Caelian Hill גבעת קאיליוס Caelum מפסלת Caen קטגוריה:קן Caen קן Caen Abbey of Saint-Étienne מנזר הגברים Caen Church of Saint-Pierre כנסיית סן פייר Caenorhabditis elegans Caenorhabditis elegans Caere קאיריטים Caernarfon קרנארבון Caernarfon Castle טירת קרנארבון Caernarfonshire קרנארבונשייר Caesalpinia echinata ברזיל Caesalpinioideae קטגוריה:קסאלפיניים Caesalpinioideae קסאלפיניים Caesar סיזר Caesar קיסר Caesar Cardini צ'זרה קרדיני Caesar Lvovich Kunikov צזאר קוניקוב Caesar Must Die קיסר חייב למות Caesar cipher צופן קיסר Caesar salad סלט קיסר Caesar van Everdingen סיזאר ואן אברדינגן Caesar! Hail יחי הקיסר! Caesar's Civil War מלחמת האזרחים של יוליוס קיסר Caesar's invasions of Britain פלישות יוליוס קיסר לבריטניה Caesarea קטגוריה:קיסריה Caesarea קיסריה Caesarea Maritima קיסריה Caesarea in Palaestina בישופות קיסריה Caesarea-Pardes Hanna Railway Station תחנת הרכבת קיסריה - פרדס חנה Caesarean section ניתוח קיסרי Caesarion קיסריון Caesarius of Heisterbach צזאריוס מהייסטרבאך Caesaropapism קיסרופאפיזם Caesarstone Sdot-Yam אבן קיסר שדות ים Caesium צסיום Caesium auride צזיום אאוריד Caetano Veloso קייטנו ולוזו Cafarlet מבצר כפרלט Cafayate קפז'אטה Cafe קפה Cafe Terrace at Night מרפסת בית הקפה בלילה Cafejunkie/Cafe אינטרנט קפה Cafestol קפסטול Caffeine קפאין Caffè Americano אמריקנו Caffè Florian קפה פלוריאן Caffè Lavena קפה לאבנה Caffè Nero קפה נרו Caffè mocha מוקה Caffè sospeso קפה סוספזו Cafu קאפו Cafuzo קפוזו Café Anglais קפה אנגלה Café Apropo bombing הפיגוע בקפה אפרופו Café Café קפה קפה Café Filho קפה פיליו Café Hillel קפה הלל Café Hillel bombing הפיגוע בקפה הלל Café Moment bombing הפיגוע בקפה מומנט Café Procope קפה פרוקופ Café Society קפה סוסייטי Café de la Régence קפה דה לה רז'אנס Café racer קפה רייסר Café wall illusion אשליית הקירות העקומים Cagayan קגאיאן Cagayan de Oro קגאיאן דה אורו Cage כלוב Cage קייג' Cagliari קליארי Cagliari Calcio קליארי Cagliari Calcio managers קטגוריה:מאמני קליארי Cagliari Calcio players קטגוריה:כדורגלני קליארי Cahiers du cinéma מחברות הקולנוע Cahill קייהיל Cahill cycle מעגל אלנין Cahir Swiss cottage סוויס קוטג' Cahokia קהוקיה Cahors קאור Cahul קאחול Cai צאי Cai Guo-Qiang צאי גוו-צ'יאנג Cai Lun צאי לון Caiaphas קיפא Cailtram מלך הפיקטים קיילטראם Caiman קיימן Cain Velasquez קיין ולסקז Cain and Abel קין והבל Caipirinha קאיפיריניה Cairn Terrier קאירן טרייר Cairns קיירנס Cairo קהיר Cairo קטגוריה:קהיר Cairo Agreement הסכם קהיר Cairo Citadel מצודת קהיר Cairo Conference ועידת קהיר Cairo Declaration on Human Rights in Islam הצהרת קהיר על זכויות האדם באסלאם Cairo Gang כנופיית קהיר Cairo Geniza גניזת קהיר Cairo Governorate קהיר Cairo International Airport נמל התעופה הבינלאומי של קהיר Cairo International Book Fair יריד הספרים הבינלאומי של קהיר Cairo International Film Festival פסטיבל קהיר Cairo Opera House בית האופרה של קהיר Cairo Tower מגדל קהיר Cairo Trilogy הטרילוגיה הקהירית Cairo University אוניברסיטת קהיר Cairo spiny mouse קוצן מצוי Caiseal Mór קאשל מור Caitlyn Jenner קייטלין ג'נר Caja Madrid Obelisk אובליסק קאחה Caja Mágica קאחה מחיקה Cajuns קייג'ון Cajón קחון Cake עוגה Cakes קטגוריה:עוגות Calabi–Yau manifold יריעת קאלאבי-יאו Calabria קטגוריה:קלבריה Calabria קלבריה Calabria Scilla שילה Calais קאלה Calamian deer אייל קאלאמיאן Calamine קלמין Calbuco קלבוקו Calc-alkaline magma series קאלק-אלקליני Calcalist כלכליסט Calcaneal spur בלטת עצם בעקב Calcareous sponge גירנים Calcarine sulcus מענית הפריש Calcio Catania קטניה Calcio Catania managers קטגוריה:מאמני קטניה Calcio Catania players קטגוריה:כדורגלני קטניה Calcio Padova players קטגוריה:כדורגלני פדובה Calcite קלציט Calcitonin קלציטונין Calcitriol קלציטריול Calcium סידן Calcium ascorbate קלציום אסקורבט Calcium carbonate סידן פחמתי Calcium channel blocker חוסמי תעלות סידן Calcium metabolism משק הסידן Calcium oxide סיד Calcium sulfate סידן גופרתי Calcium-sensing receptor קולטן לסידן Calculation חישוב Calculator מחשבון Calculators קטגוריה:מחשבונים Calculus חשבון אינפיניטסימלי Calculus קטגוריה:חשבון אינפיניטסימלי Calculus of variations חשבון וריאציות Calder Memorial Trophy גביע קאלדר CalderOliver/Lawrence Scarpa Lawrence Scarpa Caldera קלדרה Calderón קלדרון Caldwell קולדוול Caleb כלב בן יפונה Caleb Landry Jones קיילב לנדרי ג'ונס CalebMaplesden/sandbox ויליאם ג'יימס סידיס Caledonia קלדוניה Caledonian Canal התעלה הקלדונית Calel Perechodnik צאלק פרחודניק Calendar לוח שנה Calendar Girls נערות לוח השנה Calendar of saints חגי קדושים נוצרים Calendars קטגוריה:לוחות שנה Calendars תבנית:לוחות שנה Calendula ציפורני חתול Calendula arvensis ציפורני חתול מצויות Caleta Olivia קלטה אוליביה Calexico קלקסיקו Calf 269 269life Calgary קטגוריה:קלגרי Calgary קלגרי Calgary Flames קלגרי פליימס Cali סנטיאגו דה קאלי Cali & El Dandee Cali & El Dandee Caliber קליבר Calibrated airspeed מהירות אווירית מתוקנת Calibration כיול Calibre Calibre Caliche נארי California California California קטגוריה:קליפורניה California קליפורניה California תבנית:קליפורניה California Anaheim אנהיים California Bakersfield בייקרספילד California Barstow ברסטו California Berkeley ברקלי California Beverly Hills בוורלי הילס California Buildings and structures in Los Angeles קטגוריה:לוס אנג'לס: מבנים California Buildings and structures in San Francisco קטגוריה:סן פרנסיסקו: מבנים California Burbank ברבנק California Calexico קלקסיקו California Chula Vista צ'ולה ויסטה California Clayton קלייטון California Compton קומפטון California Concord קונקורד California Covina קובינה California Culture of Los Angeles קטגוריה:לוס אנג'לס: תרבות California Cupertino קופרטינו California Dreamin' California Dreamin' California Dreams קליפורניה דרימס California Dreams Tour California Dreams Tour California East Rancho Dominguez איסטסייד קומפטון California El Centro אל סנטרו California Fremont פרימונט California Fresno פרזנו California Games משחקי קליפורניה California Glendale גלנדייל California Glendora גלנדורה California Gold Rush הבהלה לזהב California Golden Bears men's basketball players קטגוריה:כדורסלני אוניברסיטת קליפורניה בברקלי California Gurls California Gurls California High-Speed Rail המסילה המהירה של קליפורניה California History of Los Angeles קטגוריה:לוס אנג'לס: היסטוריה California Imperial Beach אימפריאל ביץ' California Imperial County אימפריאל California Indio אינדיו California Inglewood אינגלווד California Institute of Technology המכון הטכנולוגי של קליפורניה California Institute of Technology קטגוריה:המכון הטכנולוגי של קליפורניה California Institute of Technology faculty קטגוריה:סגל המכון הטכנולוגי של קליפורניה California Irvine אירוויין California Kern County קרן California King Bed California King Bed California Lancaster לנקסטר California Livermore ליברמור California Long Beach לונג ביץ' California Los Angeles קטגוריה:לוס אנג'לס California Los Angeles County לוס אנג'לס California Los Angeles County קטגוריה:מחוז לוס אנג'לס California Love California Love California Malibu מליבו California Mayors of Los Angeles קטגוריה:ראשי עיריית לוס אנג'לס California Mayors of San Francisco קטגוריה:ראשי עיריית סן פרנסיסקו California Mendocino County מנדוסינו California Modesto מודסטו California Monterey מונטריי California Mountain View מאונטיין ויו California Napa County נאפה California Norwalk נורווק California Oakland אוקלנד California Oakland קטגוריה:אוקלנד California Oceanside אושנסייד California Orange County אורנג' California Oxnard אוקסנארד California Palm Springs פאלם ספרינגס California Palmdale פאלמדייל California Palo Alto פאלו אלטו California Parks in San Francisco קטגוריה:סן פרנסיסקו: פארקים California Pasadena פסדינה California Pasadena קטגוריה:פסדינה California People from San Francisco קטגוריה:סן פרנסיסקו: אישים California Plateau רמת קליפורניה California Pomona פומונה California Riverside ריברסייד California Riverside County ריברסייד California Sacramento סקרמנטו California San Bernardino סן ברנרדינו California San Bernardino County סן ברנרדינו California San Carlos סן קרלוס California San Diego קטגוריה:סן דייגו California San Diego County סן דייגו California San Francisco קטגוריה:סן פרנסיסקו California San Jose סן חוזה California San Luis Obispo סן לואיס אוביספו California Santa Ana סנטה אנה California Santa Barbara סנטה ברברה California Santa Catalina Island סנטה קטלינה California Santa Clara סנטה קלרה California Santa Clara County מחוז סנטה קלרה California Santa Clarita סנטה קלריטה California Santa Monica סנטה מוניקה California Santa Rosa סנטה רוזה California Seal Beach סיל ביץ' California Simi Valley סימי ואלי California Skyscrapers in Los Angeles קטגוריה:לוס אנג'לס: גורדי שחקים California Skyscrapers in San Francisco קטגוריה:סן פרנסיסקו: גורדי שחקים California Sonoma County סונומה California South Gate סאות' גייט California Sports in Los Angeles קטגוריה:לוס אנג'לס: ספורט California Sports in San Diego קטגוריה:סן דייגו: ספורט California Sports teams in Los Angeles קטגוריה:לוס אנג'לס: מועדוני ספורט California State Route 1 דרך מדינת קליפורניה מספר 1 California Stockton סטוקטון California Sunnyvale סאניווייל California Television shows set in San Francisco קטגוריה:תוכניות טלוויזיה שמתרחשות בסן פרנסיסקו California Transportation in San Francisco קטגוריה:סן פרנסיסקו: תחבורה California West Covina וסט קובינה California condor קונדור קליפורני California counties קטגוריה:קליפורניה: מחוזות California cuisine מטבח קליפורני California culture קטגוריה:קליפורניה: תרבות California quail שליו קליפורני California roll קליפורניה רול California sea lion אריה ים קליפורני California statutes קטגוריה:קליפורניה: חוק ומשפט Californication Californication Californication קליפורניקיישן Californium קליפורניום Caligae קליגה Caligula קליגולה Calimero קלימרו Calipers קליבר Caliphates קטגוריה:שושלות ח'ליפים Caliphs קטגוריה:ח'ליפים Calista Flockhart קליסטה פלוקהארט Call Me Maybe Call Me Maybe Call Me When You're Sober Call Me When You're Sober Call centre מוקד שירות Call for bids קול קורא Call of Duty Call of Duty Call of Duty קטגוריה:Call of Duty Call of Duty 4: Modern Warfare Call of Duty 4: Modern Warfare Call of Duty series תבנית:Call of Duty Call of Duty: Black Ops Call of Duty: Black Ops Call of Duty: Black Ops II Call of Duty: Black Ops 2 Call of Duty: Ghosts Call of Duty: Ghosts Call of Duty: Modern Warfare 2 Call of Duty: Modern Warfare 2 Call of Duty: Modern Warfare 3 Call of Duty: Modern Warfare 3 Call of Duty: World at War Call of Duty: World at War Call sign אות קריאה Call stack מחסנית קריאות Calla קלה Callaeidae דבלולניים Callan Pinckney קלן פינקני Calle Cool משתמש:Calle Cool Calle de Alcalá רחוב אלקלה Callias II קאליאס Callicratidas קליקרטידס Calligraphers קטגוריה:קליגרפים Calligraphy קטגוריה:קליגרפיה Calligraphy קליגרפיה Callimachus קאלימאכוס Calling All Stations Calling All Stations Calliope קאליופה Calliopejen1/Varanasi ורנאסי Callipepla שליו מצויץ Callirrhoe קלירואי Callisto קליסטו Callithrix מרמוסט Callitrichidae מרמוסטיים Callitrichidae קטגוריה:מרמוסטיים Callitris preissii קליטריס פרייס Callosciurinae סנאים יפים Callum Keith Rennie קאלום קית' רני Calmodulin קלמודולין Calocedrus decurrens קלוצדרוס מפושק Caloocan קלואוקן Caloric theory קלוריק Calorie קלוריה Calorie restriction הגבלת קלוריות Calorimeter קלורימטר Calotropis procera פתילת המדבר הגדולה Calotype קלוטייפ Calouste Gulbenkian קאלוסט גולבנקיאן Caloweswift/sandbox דבוראות Calpurnia כלפורניה Calque תרגום שאילה Caltagirone קלטג'ירונה Caltanissetta קלטניסטה Calum Chambers קאלום צ'יימברס Calvados קלבדוס Calvary גבעת הגולגולתא Calvin Coolidge קטגוריה:קלווין קולידג' Calvin Coolidge קלווין קולידג' Calvin Harris קלווין האריס Calvin Klein קלווין קליין Calvin Smith קלווין סמית Calvin and Hobbes קלווין והובס Calvin cycle מעגל קלווין Calvin999/sandbox3 Loud#Raining Men Calvinism קלוויניזם Calvo Doctrine דוקטרינת קלבו Calypso קליפסו Calypso music מוזיקת קליפסו Calypte קוליברי כיפה Calyptocephalellidae קליפוטוספליליים Calzone קלצונה Cam Gigandet קאם ג'יגנדה Cam Newton קאם ניוטון CamStudio CamStudio Camacho קמאצ'ו Camagüey קמגואיי Camarasaurus קמרזאורוס Camargue קאמארג Camarilla קמרילה Camarón de la Isla קאמארון דה לה איסלה Camber קאמבר Cambodia קטגוריה:קמבודיה Cambodia קמבודיה Cambodia at the Olympics קמבודיה במשחקים האולימפיים Cambodia at the Paralympics קמבודיה במשחקים הפאראלימפיים Cambodia national football team נבחרת קמבודיה בכדורגל Cambodia templates קטגוריה:תבניות ניווט - קמבודיה Cambodian people קטגוריה:קמבודים Cambodian politicians קטגוריה:פוליטיקאים קמבודים Cambrai קמברה Cambrasa/Sandbox2 רכבות מהירות Cambrian קמבריון Cambrian explosion פיצוץ קמבריוני Cambridge קיימברידג' Cambridge American Cemetery and Memorial בית הקברות הצבאי והאנדרטה האמריקניים בקיימברידג' Cambridge Girton College גירטון קולג' Cambridge King's College Chapel קפלת קינגס קולג' Cambridge Spies מרגלי קיימברידג' Cambridge Spy Ring רשת קיימברידג' Cambridge Structural Database מאגר המידע המבני של קיימברידג' Cambridge Trinity College טריניטי קולג' Cambridge University Press הוצאת אוניברסיטת קיימברידג' Cambridgeshire קטגוריה:קיימברידג'שייר Cambridgeshire קיימברידג'שייר Cambyses כנבוזי Cambyses I כנבוזי הראשון Cambyses II כנבוזי השני Camden קמדן Camden Market שוק קמדן Camden Town קמדן טאון Camel Camel Camel גמל Camel קאמל Camel קטגוריה:אלבומי קאמל Camel milk חלב נאקות Camelia Potec קמליה פוטק Camelid גמליים Camelids קטגוריה:גמליים Camellia קמליה Camellia sinensis קמליה סינית Camelopardalis ג'ירף Camelops קמלופס Camelot קמלוט Camembert קממבר Cameo appearance הופעת קמע Camera Lucida מחשבות על הצילום Camera angle זווית צילום Camera control unit יחידת שליטה במצלמת אולפן Camera dolly דולי Camera lens עדשה Camera lucida קמרה לוסידה Camera obscura קמרה אובסקורה Cameras קטגוריה:מצלמות Cameras by brand קטגוריה:דגמי מצלמות Camerata Salzburg קאמרטה אקדמיקה זלצבורג Cameri Theater התיאטרון הקאמרי Cameron קמרון Cameron Borthwick-Jackson קמרון ברותוויק-ג'קסון Cameron Boyce קמרון בויס Cameron Crowe קמרון קרואו Cameron Diaz קמרון דיאז Cameron McEvoy קמרון מקאבוי Cameron Monaghan קמרון מונאהן Cameron van der Burgh קמרון ואן דר בורג Cameroon קטגוריה:קמרון Cameroon קמרון Cameroon at the Olympics קמרון במשחקים האולימפיים Cameroon at the Paralympics קמרון במשחקים הפאראלימפיים Cameroon national basketball team נבחרת קמרון בכדורסל Cameroon national football team נבחרת קמרון בכדורגל Cameroon national football team managers קטגוריה:מאמני נבחרת קמרון בכדורגל Cameroon national football team navigational boxes קטגוריה:סגלי נבחרת קמרון בכדורגל Cameroon squad 2002 FIFA World Cup תבנית:נבחרת קמרון במונדיאל 2002 Cameroon squad 2010 FIFA World Cup תבנית:נבחרת קמרון במונדיאל 2010 Cameroon squad 2014 FIFA World Cup תבנית:נבחרת קמרון במונדיאל 2014 Cameroon templates קטגוריה:תבניות ניווט - קמרון Cameroon women's national football team נבחרת קמרון בכדורגל נשים Cameroonian basketball players קטגוריה:כדורסלנים קמרונים Cameroonian footballers קטגוריה:כדורגלנים קמרונים Cameroonian people קטגוריה:קמרונים Cameroonian politicians קטגוריה:פוליטיקאים קמרונים Cameroonian sportspeople קטגוריה:ספורטאים קמרונים Camil Baltazar קאמיל בלטאזאר Camila Bordonaba קמילה בורדונבה Camila O'Gorman קמילה או'גורמן Camilla de Rossi קמילה דה רוסי Camille Chamoun כמיל שמעון Camille Coduri קאמיל קודורי Camille Desmoulins קאמי דמולן Camille Huysmans קאמיל הויסמנס Camille Jordan קאמי ז'ורדן Camille Lacourt קאמי לאקור Camille Muffat קמיל מופה Camille Pissarro קאמי פיסארו Camille Saint-Saëns קאמי סן-סנס Camille du Locle קמי דו לוקל Camillo Golgi קמילו גולג'י Camilo Cienfuegos קמילו סיינפואגוס Camilo José Cela קמילו חוסה סלה Camilo Torres Restrepo קאמילו טורס Camilo Vargas קאמילו ורגאס Caminho das Índias הדרך להודו Camino קמינו Camino Palmero Camino Palmero Camino Real קמינו ריאל Camino al amor דרך לאהבה Camino de Santiago דרך סנטיאגו Camogli קאמולי Camorra קאמורה Camouflage הסוואה Camouflage קטגוריה:הסוואה Camouflage Self-Portrait דיוקן עצמי בצבעי הסוואה Camp מחנה Camp קאמפ Camp 1391 מתקן 1391 Camp Ariel Sharon קריית ההדרכה על שם האלוף אריאל שרון Camp David קמפ דייוויד Camp David Accords הסכמי קמפ דייוויד Camp Nou קאמפ נואו Camp Rock קאמפ רוק Camp Rock 2: The Final Jam קאמפ רוק 2: הג'אם האחרון Camp Shorabak מחנה בסטיון Camp Vernet מחנה ורנה Camp bed מיטת שדה Camp de Les Corts לס קורטס Camp des Milles מחנה מיל Campaign history of the Roman military הצבא הרומי Campaign medal אות מערכה Campaignbox First Punic War תבנית:המלחמה הפונית הראשונה Campaignbox Italian Front תבנית:החזית האיטלקית במלחמת העולם הראשונה Campaignbox Peloponnesian War תבנית:המלחמה הפלופונסית Campaignbox Quasi-War תבנית:המלחמה הבלתי רשמית בין ארצות הברית לצרפת Campaignbox Western Front תבנית:החזית המערבית במלחמת העולם הראשונה Campaignbox World War I תבנית:זירות מלחמת העולם הראשונה Campaigns and theatres of World War I קטגוריה:זירות מלחמת העולם הראשונה Campania קטגוריה:קמפניה Campania קמפניה Campanian קמפן Campanian volcanic arc הקשת הגעשית של קמפניה Campanula פעמונית Campanulaceae פעמוניתיים Campanulaceae קטגוריה:פעמוניתיים Campari קמפרי Campari Group קבוצת קמפרי Campbell קמפבל Campbell Island group איי קמפבל Campbell albatross אלבטרוס קמפבל Campbell's Soup Cans פחיות המרק של קמפבל Campbell's law חוק קאמפבל Campe קאמפה Campeche קמפצ'ה Campeche City סן פרנסיסקו דה קמפצ'ה Campeonato Brasileiro Série A ליגת העל הברזילאית Campeonato Brasileiro Série A תבנית:ליגת העל הברזילאית Campeonato Carioca אליפות ריו דה ז'ניירו בכדורגל Campeonato Nacional ליגת העל הצ'יליאנית Campeonato Nacional תבנית:ליגת העל הצ'יליאנית Campeonato Paulista אליפות סאו פאולו בכדורגל Campfire מדורת השבט Campfire קומזיץ Camphor קמפור Campinas קמפינאס Camping מחנאות Camping קטגוריה:מחנאות Campionato Sammarinese di Calcio ליגת העל של סן מרינו Campitelli קמפיטלי Campo Grande קמפו גראנדה Campo Marzio קמפו מרציו Campo de Fútbol de Vallecas מגרש הכדורגל ואיקאס Campo de' Fiori קמפו די פיורי Campobasso קמפובאסו Campora קמפורה Campora San Giovanni קמפורה סן ג'ובאני Campos de Sport de El Sardinero מגרש הספורט אל סרדינרו Campsite מחנה Campus קמפוס Campus Martius שדה מרס Campus radio רדיו אוניברסיטאי Campylobacter jejuni Campylobacter jejuni Camryn Manheim קמרין מנהיים Camshaft גל זיזים Camulodunum קאמולודונום Camulus קאמולוס Caméra d'Or פרס מצלמת הזהב Can Bonomo ג'אן בונומו Can You Feel the Love Tonight Can You Feel the Love Tonight Can You Spare a Dime? Brother Can You Spare a Dime? Brother Can opener פותחן Can't Be Tamed Can't Be Tamed Can't Buy Me Love Can't Buy Me Love Can't Help Falling in Love Can't Help Falling in Love Can't Hold Us Down Can't Hold Us Down Can't Remember to Forget You Can't Remember to Forget You Can't Take Me Home Can't Take Me Home Can't Tell Me Nothing Can't Tell Me Nothing Can-can קאן-קאן Canaan כנען Canaan קטגוריה:כנען Canaan Dog כלב כנעני Canaan Eglon עגלון Canaan: Extra Biblical references קטגוריה:כנען: התייחסויות חיצוניות Canaanism הכנענים Canaanite languages שפות כנעניות Canaanite shift המעתק הכנעני Canada קטגוריה:קנדה Canada קנדה Canada Cup גביע קנדה Canada Davis Cup team נבחרת גביע דייוויס של קנדה Canada Day יום קנדה Canada House בית קנדה Canada Park פארק קנדה Canada Pavilion at Epcot קנדה Canada Stadium אצטדיון קנדה Canada at the Olympics קנדה במשחקים האולימפיים Canada at the Paralympics קנדה במשחקים הפאראלימפיים Canada capitals תבנית:בירות פרובינציות קנדה Canada in World War I קטגוריה:קנדה במלחמת העולם הראשונה Canada in World War II קטגוריה:קנדה במלחמת העולם השנייה Canada location map templates קטגוריה:תבניות מיפוי לפי מדינות: קנדה Canada lynx שונר קנדי Canada men's international soccer players קטגוריה:כדורגלני נבחרת קנדה Canada men's national basketball team נבחרת קנדה בכדורסל Canada men's national ice hockey team נבחרת קנדה בהוקי קרח Canada men's national soccer team נבחרת קנדה בכדורגל Canada women's national basketball team נבחרת קנדה בכדורסל נשים Canada women's national soccer team נבחרת קנדה בכדורגל נשים Canadarm קנדארם Canada–Israel relations יחסי ישראל-קנדה Canada–Qatar relations יחסי קטר-קנדה Canadian Arctic Archipelago הארכיפלג הארקטי הקנדי Canadian Arctic Archipelago קטגוריה:הארכיפלג הארקטי הקנדי Canadian Armed Forces הכוחות הקנדיים Canadian Armed Forces ranks and insignia דרגות כוחות ההגנה של קנדה Canadian Army צבא קנדה Canadian Charter of Rights and Freedoms כתב הזכויות והחירויות הקנדי Canadian Corps הגיס הקנדי Canadian Duality Flag דגל הדואליות הקנדית Canadian English אנגלית קנדית Canadian Expeditionary Force חיל המשלוח הקנדי Canadian Freemasons קטגוריה:קנדים חברי הבונים החופשיים Canadian Hot 100 קנדה הוט 100 Canadian Jewish News Canadian Jewish News Canadian Jews קטגוריה:יהודים קנדים Canadian Kennel Club מועדון הכלבים הקנדי Canadian LGBT-related films קטגוריה:סרטי להט"ב קנדיים Canadian Ministers of Foreign Affairs קטגוריה:שרי החוץ של קנדה Canadian Nobel laureates קטגוריה:זוכי פרס נובל קנדים Canadian Open קנדה מאסטרס Canadian Opera Company להקת האופרה הקנדית Canadian Red Ensign נס קנדה האדום Canadian Security Intelligence Service שירות הביון הביטחוני הקנדי Canadian Space Agency סוכנות החלל הקנדית Canadian action films קטגוריה:סרטי פעולה קנדיים Canadian actors קטגוריה:שחקני קולנוע וטלוויזיה קנדים Canadian animated television series קטגוריה:סדרות מצוירות קנדיות Canadian architects קטגוריה:אדריכלים קנדים Canadian artists קטגוריה:אמנים קנדים Canadian autobiographers קטגוריה:כותבי אוטוביוגרפיה קנדים Canadian awards קטגוריה:פרסים קנדיים Canadian basketball players קטגוריה:כדורסלנים קנדים Canadian billionaires קטגוריה:מיליארדרים קנדים Canadian biochemists קטגוריה:ביוכימאים קנדים Canadian books קטגוריה:ספרים קנדיים Canadian businesspeople קטגוריה:אנשי עסקים קנדים Canadian cellists קטגוריה:צ'לנים קנדים Canadian chess players קטגוריה:שחמטאים קנדים Canadian children's writers קטגוריה:סופרי ילדים ונוער קנדים Canadian coats of arms קטגוריה:קנדה: סמלים Canadian columnists קטגוריה:בעלי טור קנדים Canadian comedians קטגוריה:קומיקאים קנדים Canadian composers קטגוריה:מלחינים קנדים Canadian conductors קטגוריה:מנצחים קנדים Canadian cuisine קטגוריה:המטבח הקנדי Canadian culture קטגוריה:קנדה: תרבות Canadian culture by province or territory קטגוריה:תרבות בקנדה לפי פרובינציה Canadian directors קטגוריה:במאים קנדים Canadian dollar דולר קנדי Canadian economists קטגוריה:כלכלנים קנדים Canadian entertainers קטגוריה:בדרנים קנדים Canadian environmentalists קטגוריה:פעילי איכות הסביבה קנדים Canadian explorers קטגוריה:מגלי ארצות קנדים Canadian feminists קטגוריה:פמיניסטים קנדים Canadian figure skaters קטגוריה:מחליקים אמנותיים על קרח קנדים Canadian film directors קטגוריה:במאי קולנוע קנדים Canadian film producers קטגוריה:מפיקי קולנוע קנדים Canadian films קטגוריה:סרטים קנדיים Canadian flags תבנית:דגלי קנדה Canadian historians קטגוריה:היסטוריונים קנדים Canadian horror films קטגוריה:סרטי אימה קנדיים Canadian ice hockey players קטגוריה:שחקני הוקי קרח קנדים Canadian inventions קטגוריה:קנדה: המצאות Canadian inventors קטגוריה:ממציאים קנדים Canadian journalists קטגוריה:עיתונאים קנדים Canadian judges קטגוריה:שופטים קנדים Canadian law קטגוריה:קנדה: חוק ומשפט Canadian legal professionals קטגוריה:משפטנים קנדים Canadian literature ספרות קנדית Canadian literature קטגוריה:ספרות קנדית Canadian mathematicians קטגוריה:מתמטיקאים קנדים Canadian military memorials and cemeteries קטגוריה:אנדרטאות לחיילי קנדה Canadian military personnel קטגוריה:אנשי צבא קנדים Canadian military personnel of World War I קטגוריה:אנשי צבא קנדים במלחמת העולם הראשונה Canadian models קטגוריה:דוגמניות קנדיות Canadian music קטגוריה:מוזיקה קנדית Canadian musical groups קטגוריה:להקות קנדיות Canadian musicians קטגוריה:מוזיקאים קנדים Canadian navigational boxes קטגוריה:תבניות ניווט - קנדה Canadian organists קטגוריה:נגני עוגב קנדים Canadian painters קטגוריה:ציירים קנדים Canadian pale פס קנדי Canadian pale flags קטגוריה:פס קנדי Canadian people קטגוריה:קנדים Canadian people by occupation קטגוריה:קנדים לפי מקצוע Canadian people of World War I קטגוריה:קנדים במלחמת העולם הראשונה Canadian philosophers קטגוריה:פילוסופים קנדים Canadian physicists קטגוריה:פיזיקאים קנדים Canadian pianists קטגוריה:פסנתרנים קנדים Canadian poets קטגוריה:משוררים קנדים Canadian politicians קטגוריה:פוליטיקאים קנדים Canadian pop singers קטגוריה:זמרי פופ קנדים Canadian professional wrestlers קטגוריה:מתאבקים מקצוענים קנדים Canadian psychologists קטגוריה:פסיכולוגים קנדים Canadian rabbis קטגוריה:רבנים קנדים Canadian religious leaders קטגוריה:אנשי דת קנדים Canadian science fiction writers קטגוריה:סופרי מדע בדיוני קנדים Canadian scientists קטגוריה:מדענים קנדים Canadian screenwriters קטגוריה:תסריטאי קולנוע קנדים Canadian singer-songwriters קטגוריה:זמרים-יוצרים קנדים Canadian singers קטגוריה:זמרים קנדים Canadian soccer players קטגוריה:כדורגלנים קנדים Canadian sociologists קטגוריה:סוציולוגים קנדים Canadian songwriters קטגוריה:פזמונאים קנדים Canadian sportspeople קטגוריה:ספורטאים קנדים Canadian sprinters קטגוריה:אצנים קנדים Canadian swimmers קטגוריה:שחיינים קנדים Canadian television series קטגוריה:סדרות טלוויזיה קנדיות Canadian television sitcoms קטגוריה:קומדיות מצבים קנדיות Canadian thriller films קטגוריה:סרטי מתח קנדיים Canadian track and field athletes קטגוריה:אתלטים קנדים Canadian women's soccer players קטגוריה:כדורגלניות קנדיות Canadian writers קטגוריה:סופרים קנדים Canaima National Park הפארק הלאומי קנאימה Canal תעלת מים Canal Latéral de la Garonne תעלת גארון Canal Saint-Martin תעלת סן מרטן Canal Street רחוב קאנאל Canal du Midi תעלת מידי Canals קטגוריה:תעלות Canals in Russia קטגוריה:רוסיה: תעלות Canals in the Netherlands קטגוריה:אמסטרדם: תעלות Canals of Amsterdam רובע התעלות מהמאה ה-17 באמסטרדם Canaris קנריס Canary Islands האיים הקנריים Canary Islands קטגוריה:האיים הקנריים Canary Islands Independence Movement MPAIAC Canary Islands quail שליו האיים הקנריים Canary Wharf קנרי וורף Canasta קנסטה Canberra קטגוריה:קנברה Canberra קנברה Canberra ANZAC Parade שדרת המצעדים אנזא"ק Canberra Mounted Memorial אנדרטת הרוכבים Cancelled Olympic Games קטגוריה:אולימפיאדות שבוטלו Cancelled military operations of World War II קטגוריה:מלחמת העולם השנייה: מבצעים שבוטלו Cancellous bone רקמת עצם ספוגית Cancer מזל סרטן Cancer סרטן Cancer קטגוריה:סרטן Cancer קטגוריה:קבוצת הכוכבים סרטן Cancer researchers קטגוריה:חוקרי סרטן Cancer staging דירוג גידול סרטני Cancer treatments קטגוריה:טיפול בסרטן Cancún קנקון Candace Bushnell קנדיס בושנל Candace Flynn קנדיס פלין Candace Hill קנדיס היל Candace Parker קנדיס פארקר Candace of Meroë המלכה קנדקה ממרואה Candela קנדלה Candela Vetrano קנדלה וטראנו Candice Bergen קנדיס ברגן Candice King קנדיס אקולה Candice Patton קנדיס פאטון Candice Swanepoel קנדיס סוונפול Candida Candida Candida albicans Candida albicans Candidates for President of the United States קטגוריה:מועמדים לנשיאות ארצות הברית Candidates for speedy deletion קטגוריה:ויקיפדיה: למחיקה מהירה Candide קנדיד Candied fruit פירות מסוכרים Candiru קנדירו Candis Cayne קנדיס קיין Candle נר Candle in the Wind Candle in the Wind Candle wick פתילה Candlemass Candlemass Candlestick פמוט Candlestick chart גרף נרות יפניים Candomblé קנדומבלה Candy סוכרייה Candy קטגוריה:סוכריות Candy Clark קנדי קלארק Candy Crush Saga קנדי קראש סאגה Candy apple תפוח מסוכר Candy corn סוכריית תירס Candy pumpkin סוכריית דלעת Candyman Candyman Candyman קנדימן Cane Corso קאנה קורסו Cane rat חולדת קנים Cane toad קרפדת קנים Canellales קנלאים Canelé קנלה Caner Erkin ג'אנר ארקין Canes Venatici כלבי ציד Canes Venatici קטגוריה:קבוצת הכוכבים כלבי ציד Canidae כלביים Canidae nav תבנית:כלביים Caniformia דמויי כלב Canillo קאנילו Canine distemper כלבלבת Canine glaucoma גלאוקומה Canine parvovirus נגיף הפארוו הכלבי Canine tooth ניב Canines קטגוריה:כלביים Canis כלב Canis קטגוריה:כלב Canis Major כלב גדול Canis Major קטגוריה:קבוצת הכוכבים כלב גדול Canis Minor כלב קטן Canis Minor קטגוריה:קבוצת הכוכבים כלב קטן Canister shot קלע קופסה Canna קאנה Canna Agriculture Group קאנה Cannabaceae קנאביים Cannabidiol קנאבידיול Cannabinoids קטגוריה:קנבינואידים Cannabis קטגוריה:קנאביס Cannabis קנאביס Cannabis indica קנאביס אינדיקה Cannabis sativa קנאביס סאטיבה Cannae קאנאי Cannaregio קאנארג'ו Cannes קאן Cannes Film Festival פסטיבל הקולנוע בקאן Cannes Lions International Festival of Creativity פסטיבל הפרסום בקאן Canneto קנטו Cannibal Cannibal Cannibal Corpse קניבל קורפס Cannibalism קניבליזם Cannibalization קניבליזציה Canning שימורים Cannock Chase German Military Cemetery בית הקברות הצבאי הגרמני קאנוק צ'ייס Cannoli קנולי Cannon קטגוריה:תותחים Cannon תותח Cannon Street Railway Bridge גשר רחוב קנון Cannon fodder בשר תותחים Cannonball קאנונבול Cannonball Adderley קנונבול אדרלי Cannone da 65/17 modello 13 תותח הרים 65/17 Canny edge detector אלגוריתם קני Canoe קאנו Canoeing קטגוריה:קאנו/קיאק Canoeing and kayaking at the Summer Olympics קאנו/קיאק במשחקים האולימפיים Canoeists קטגוריה:חותרי קאנו Canola שמן קנולה Canon קאנון Canon Inc. קנון Canon de 65 M נפוליאונצ'יק Canon de 75 modèle 1897 תותח 75 מ"מ מודל 1897 Canon law משפט קאנוני Canon of Laws קלאסיקת החוק Canonical קנוניקל Canonical Gospels קטגוריה:בשורות Canonical epistles קטגוריה:איגרות פאולוס Canonical link element אלמנט כתובת קנונית Canonization קאנוניזציה Canopus קאנופוס Canossa Castle טירת קנוסה Cantabria קטגוריה:קנטבריה Cantabria קנטבריה Cantabrian Mountains ההרים הקנטבריים Cantacuzino family קטגוריה:משפחת קנטאקוזינו Cantata קנטטה Cantatas by Johann Sebastian Bach קטגוריה:קנטטות מאת יוהאן סבסטיאן באך Canteen מימייה Cantelli's inequality אי-שוויון קאנטלי Canterbury קנטרברי Canterbury Cathedral קתדרלת קנטרברי Canterbury St Martin's Church כנסיית סנט מרטין Canterbury scene סצנת קנטרברי Cantilever זיז Cantillation טעמי המקרא Cantina מזנון Cantinflas קנטינפלס Canton קנטון Canton Charge קאנטון צ'ארג' Canton Tower מגדל קנטון Canton of Bern ברן Canton of Bern קטגוריה:ברן Canton of Fribourg פריבור Canton of Fribourg קטגוריה:פריבור Canton of Geneva ז'נבה Canton of Geneva קטגוריה:ז'נבה Canton of Glarus גלרוס Canton of Glarus קטגוריה:גלרוס Canton of Jura ז'ורה Canton of Lucerne לוצרן Canton of Lucerne קטגוריה:לוצרן Canton of Neuchâtel נשאטל Canton of Neuchâtel קטגוריה:נשאטל Canton of Schaffhausen קטגוריה:שפהאוזן Canton of Schaffhausen שפהאוזן Canton of Schwyz קטגוריה:שוויץ Canton of Schwyz שוויץ Canton of Solothurn זולותורן Canton of Solothurn קטגוריה:זולותורן Canton of St. Gallen סנט גאלן Canton of St. Gallen קטגוריה:סנט גאלן Canton of Uri אורי Canton of Uri קטגוריה:אורי Canton of Zug צוג Canton of Zürich ציריך Canton of Zürich קטגוריה:ציריך Cantonese קנטונזית תקנית Cantonist קנטוניסטים Cantons of France הקנטונים של צרפת Cantons of Switzerland הקנטונים של שווייץ Cantons of Switzerland קטגוריה:שווייץ: קנטונים Cantons of Switzerland תבנית:קנטונים של שווייץ Cantons of the Federation of Bosnia and Herzegovina מחוזות הפדרציה של בוסניה והרצגובינה Cantons of the Federation of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: חלוקה מנהלית Cantor function פונקציית קנטור Cantor set קבוצת קנטור Cantor's diagonal argument האלכסון של קנטור Cantor's intersection theorem הלמה של קנטור Cantor's paradox הפרדוקס של קנטור Cantor's theorem משפט קנטור Cantus firmus קנטוס פירמוס Cantù קאנטו Canute IV of Denmark מלך דנמרק קנוט הרביעי Canute V of Denmark מלך דנמרק קנוט החמישי Canute VI of Denmark מלך דנמרק קנוט השישי Canvas קנבס Canvas print הדפסה על קנבס Canvassing ציד קולות Canyon קניון Canyonlands National Park הפארק הלאומי קניונלנדס Canzone קנצונה Canzone Napoletana שיר נפוליטני Cao Cao צאו צאו Cao Pi צאו פי Cap קסקט Cap 34.jpg קובץ:Captain america 2004 34.jpg Cap badge סמל כובע Cap de Creus קאפ דה קרוס Cap gun אקדח קפצונים Cap'n Crunch קפטן קראנץ' Cap-Haïtien קאפ-האיטיין Cap-Vert קאפ-ור Capability Maturity Model Integration CMMI Capacitance קיבול Capacitance meter מד קיבול Capacitor קבל Capacitor types קבל Capcom קאפקום Cape לשון יבשה Cape Adare כף אדייר Cape Agassiz כף אגאסי Cape Agulhas כף אגוליאש Cape Barren goose אווז כף ברן Cape Bird כף בירד Cape Bojador הקפת כף בוז'אדור Cape Breton Island האי קייפ ברטון Cape Canaveral כף קנוורל Cape Canaveral Air Force Station נמל החלל קייפ קנוורל Cape Coast Castle מצודת קייפ קוסט Cape Cod קייפ קוד Cape Colony מושבת הכף Cape Colony קטגוריה:מושבת הכף Cape Columbia כף קולומביה Cape Crozier כף קרוזייה Cape Denison כף דניסון Cape Enniberg מצוק אניברג Cape Evans כף אוונס Cape Fear פסגת הפחד Cape Filchner כף פילכנר Cape Gerlache כף ז'רלאש Cape Hallett כף האלט Cape Henlopen כף הנלופן Cape Horn כף הורן Cape Jeremy כף ג'רמי Cape Maleas כף מליאס Cape Matapan כף מטפן Cape May כף מאי Cape Morris Jesup כף מוריס יסופ Cape Prince of Wales כף הנסיך מוויילס Cape Province כף התקווה הטובה Cape Roberts כף רוברטס Cape Sheridan כף שרידן Cape St. Francis כף סן פרנסיס Cape Town קטגוריה:קייפטאון Cape Town קייפטאון Cape Town International Airport נמל התעופה הבינלאומי קייפטאון Cape Town Stadium אצטדיון קייפטאון Cape Trafalgar כף טרפלגר Cape Verde כף ורדה Cape Verde קטגוריה:כף ורדה Cape Verde Brava בראווה Cape Verde Sal סאל Cape Verde Santiago סנטיאגו Cape Verde at the Olympics כף ורדה במשחקים האולימפיים Cape Verde at the Paralympics כף ורדה במשחקים הפאראלימפיים Cape Verde national basketball team נבחרת כף ורדה בכדורסל Cape Verde national football team נבחרת כף ורדה בכדורגל Cape Verde templates קטגוריה:תבניות ניווט - כף ורדה Cape Verdean basketball players קטגוריה:כדורסלנים מכף ורדה Cape Verdean culture קטגוריה:כף ורדה: תרבות Cape Verdean footballers קטגוריה:כדורגלנים מכף ורדה Cape Verdean people קטגוריה:כף ורדים Cape Virgenes כף וירחנס Cape Washington כף וושינגטון Cape eagle-owl אוח הכף Cape elephant shrew ארכף הכף Cape fox שועל הכף Cape gannet סולת הכף Cape genet גחן הכף Cape gray mongoose נמייה דקה אפורה Cape ground squirrel סנאי כף קרקעי Cape grysbok דוקרן הכף Cape hare ארנבת מצויה Cape lion אריה הכף Cape of Good Hope כף התקווה הטובה Cape petrel יסעור הכף Cape porcupine דרבן הכף Cape vulture נשר הכף Cape weaver אורג הכף Capella קאפלה Capella קפלה Capelli's identity זהות קפלי Caper צלף קוצני Capernaum כפר נחום Capernaum St. Peter's Church כנסיית בית פטרוס Capers Funnye קייפרס פוניי Capesize קייפסייז Capetian dynasty בית קאפה Capgras delusion תסמונת קפגרא Capillary נים Capillary action נימיות Capillary fringe אזור קפילרי Capital הון Capital כותרת Capital Cities and Tombs of the Ancient Koguryo Kingdom ערי בירה וקברים של ממלכת קוגוריו העתיקה Capital District מחוז הבירה של ונצואלה Capital and corporal punishment in Judaism ארבע מיתות בית דין Capital asset pricing model CAPM Capital cities of Australia תבנית:ערי בירה באוסטרליה Capital cities of European Union member states תבנית:בירות האיחוד האירופי Capital city עיר בירה Capital expenditure הוצאות הון Capital gains tax מס רווח הון Capital market שוק ההון Capital note שטר הון Capital punishment עונש מוות Capital requirement הלימות ההון Capital: Critique of Political Economy הקפיטל Capitalism קטגוריה:קפיטליזם Capitalism קפיטליזם Capitalism and Freedom קפיטליזם וחירות Capitals קטגוריה:ערי בירה Capitals of Brazilian states תבנית:בירות מדינות ברזיל Capitals of Provinces in Spain תבנית:בירות מחוזות בספרד Capitals of republics of Russia קטגוריה:בירות הרפובליקות ברוסיה Capitol קפיטול Capitol קפיטול וירג'יניה Capitol Punishment: The Megadeth Years Capitol Punishment: The Megadeth Years Capitol Records קפיטול רקורדס Capitolias דיאון Capitoline Hill גבעת הקפיטולין Capitoline Museums המוזיאונים הקפיטוליניים Capitoline Museums collection קטגוריה:המוזיאון הקפיטוליני Capitoline Wolf הזאבה הקפיטולינית Capitonidae ברבטים אמריקאים Capitulation כניעה Capitulation קפיטולציות Capleton קייפלטון Capo קאפו Capo di Ponte קאפו די פונטה Capocannoniere מלך השערים Capoeira קפואירה Capoeta damascina חפף ישראלי Caposele קפוסלה Capote טרומן קפוטה Cappadocia קטגוריה:קפדוקיה Cappadocia קפדוקיה Capparaceae צלפיים Capparaceae קטגוריה:צלפיים Capparis צלף Cappella Cappella Cappuccino קפוצ'ינו Capra יעל Capreolinae איילי העולם החדש Capreolus אייל הסבך Caprera קאפררה Caprese Michelangelo קפרזה מיכלאנג'לו Caprese salad סלט קפרזה Capri קאפרי Capri pants מכנסי קאפרי Capriccio קפריצ'ו Caprice קפריס Capricorn מזל גדי Capricorn One קפריקורן 1 Capricornus גדי Capricornus קטגוריה:קבוצת הכוכבים גדי Caprids קטגוריה:יעלים Caprifoliaceae יערתיים Caprifoliaceae קטגוריה:יערתיים Caprimulgiformes קטגוריה:תחמסאים Caprimulgiformes תחמסאים Caprinae יעלים Caprivi Strip רצועת קפריבי Caps lock Caps lock Capsaicin קפסאיצין Capsicum פלפלת Capsicum annuum פלפל Capstan כנן Capsule הלקט Capsule endoscopy קפסולה אנדוסקופית Capsule hotel מלון כמוסות Captain קפטן Captain America קטגוריה:קפטן אמריקה Captain America קפטן אמריקה Captain America: Civil War קפטן אמריקה: מלחמת האזרחים Captain America: Reborn קפטן אמריקה: נולד מחדש Captain America: The First Avenger קפטן אמריקה Captain America: The Winter Soldier קפטן אמריקה: חייל החורף Captain Beefheart קפטן ביפהארט Captain Boomerang קפטן בומרנג Captain Britain קפטן בריטניה Captain Cold קפטן קור Captain Corelli's Mandolin המנדולינה של קפטן קורלי Captain EO קפטן איו Captain Hook קפטן הוק Captain Kundalini/sandbox כדור הארץ Captain Marvel קפטן מארוול Captain Marvel Jr. קפטן מארוול הבן Captain N: The Game Master קפטן אן Captain Nemo קפטן נמו Captain Phillips קפטן פיליפס Captain Planet and the Planeteers קפטן פלאנט Captain Underpants קפטן תחתונים Captain Underpants and the Attack of the Talking Toilets קפטן תחתונים והאסלות המחסלות Captain Universe קפטן יוניברס Captaincy General קפיטניה Captaincy General of Chile הקפיטניה חנרל של צ'ילה Captainmarvel.JPG קובץ:Captainmarvel.jpg Captivity בעלי חיים בשביה Capture לכידה Capture effect לכידה Capture of Kufra הקרב על אל-כופרה Capture of Tiberias קרב מגידו Capture the flag הדגל Capua קפואה Capuchin monkeys קטגוריה:צבוסיים Caput medusae ראש מדוזה Capybara קפיברה Car מכונית Car Radio Car Radio Car Talk שיחת מכוניות Car Wash Car Wash Car and truck bombings קטגוריה:פיגועי מכונית תופת Car and truck bombings in the Israeli–Palestinian conflict קטגוריה:ישראל: פיגועי מכונית תופת Car bomb מכונית תופת Car classification סיווג מכוניות Car classifications קטגוריה:מכוניות לפי סיווג Car manufacturers קטגוריה:יצרני רכב Car manufacturers of South Korea קטגוריה:יצרני רכב דרום קוריאניים Car of the Century מכונית המאה Car rental companies קטגוריה:חברות השכרת רכב Car spotting תצפיתנות כלי רכב Car tuning כוונון מכוניות Car wash רחיצת מכוניות Car-Free Days יום חופשי ממכוניות Car-free movement התנועה לחופש ממכוניות Car-free zones קטגוריה:אזורים ללא מכוניות Cara Delevingne קארה דלווין Cara Williams קארה ויליאמס Carabidae קטגוריה:רצניתיים Carabiner טבעת Carabinieri קרביניירי Carabobo קרבובו Carabobo Valencia ולנסיה Caracal קרקל Caracal Battalion גדוד קרקל Caracalla קרקלה Caracara קרקרה Caracas קטגוריה:קראקס Caracas קראקס Caral קאראל Caralluma אצבוע Caramel קרמל Caramel corn פופקורן קרמל Caramon Majere קרמון מאז'ר Caran d'Ache Caran d'Ache Carangidae צניניתיים Carangidae קטגוריה:צניניתיים Carat קרט Carathéodory's extension theorem משפט ההרחבה של קרתאודורי Caravaggio קאראווג'ו Caravan Caravan Caravan קראוון Caravan קרוון Caravan שיירת סוחרים Caravan of Death שיירת המוות Caravanserai Caravanserai Caravanserai חאן Caravanserais קטגוריה:מבני חאן Caravel קרוולה Caraway כרוויה תרבותית Carbamazepine קארבאמזפין Carbanion קרבאניון Carbapenem קרבפנם Carbapenem-resistant enterobacteriaceae אנטרובקטר עמיד לקרבפנם Carbide קרביד Carbine קרבין Carbo פאפיריוס קארבו Carbocation קרבוקטיון Carbohydrate פחמימה Carbon פחמן Carbon קטגוריה:פחמן Carbon cycle מחזור הפחמן Carbon dioxide פחמן דו-חמצני Carbon dioxide laser לייזר פחמן דו-חמצני Carbon fibers סיב פחמן Carbon footprint טביעת רגל פחמנית Carbon monoxide פחמן חד-חמצני Carbon nanotube ננו-צינורית פחמן Carbon nanotube nanomotor ננו-מנוע Carbon paper נייר פחם Carbon-12 פחמן-12 Carbon-14 פחמן-14 Carbonado קרבונדו Carbonari קרבונארי Carbonate קרבונט Carbonate minerals קטגוריה:מינרלים קרבונטיים Carbonate platform משטח קרבונטי Carbonated drinks קטגוריה:משקאות מוגזים Carbonated water מי סודה Carbonic acid חומצה פחמתית Carbonic anhydrase קרבוניק אנהידראז Carboniferous קרבון Carbonization פחמון Carbonyl קרבוניל Carboxylic acid חומצה קרבוקסילית Carboxylic acids קטגוריה:חומצות קרבוקסיליות Carboxypeptidase קרבוקסיפפטידאז Carburetor מאייד Carcass קארקאס Carcassonne קרקסון Carcharhiniformes כרישאים Carcharhiniformes קטגוריה:כרישאים Carcharhinus כריש Carcharodontosauridae קרכרודונטוזאוריים Carcharodontosaurus קרכרודונטוזאורוס Carchemish כרכמיש Carcinogen גורם מסרטן Carcinogens קטגוריה:גורמים מסרטנים Carcinoid קרצינואיד Carcinoma קרצינומה Card קלפים Card counting ספירת קלפים Card game משחק קלפים Card games קטגוריה:משחקי קלפים Card manipulation קסם קלפים Card reader קורא כרטיסים Cardaces קרדק Cardassian קרדאסים Cardassians קטגוריה:מסע בין כוכבים - קרדאסים Cardboard קרטון Cardcaptor Sakura סאקורה לוכדת הקלפים Cardiac arrest דום לב Cardiac arrhythmia הפרעת קצב Cardiac catheterization צנתור לב Cardiac stress test ארגומטריה Cardiac surgery כירורגיית לב-חזה Cardiac tamponade טמפונדה קרדיאלית Cardiacs קרדיאקס Cardiff קארדיף Cardiff City F.C. קארדיף סיטי Cardiff City F.C. managers קטגוריה:מאמני קארדיף סיטי Cardiff City F.C. players קטגוריה:כדורגלני קארדיף סיטי Cardigan קרדיגן Cardinal חשמן Cardinal קרדינל Cardinal Mazarin הקרדינל מאזארן Cardinal Richelieu הקרדינל רישלייה Cardinal direction רוחות השמים Cardinal number עוצמה Cardinal of Lorraine Charles קרדינל לורן שארל Cardinal point נקודות קרדינליות Cardinality of the continuum עוצמת הרצף Carding ניפוץ Cardiogenic shock הלם לבבי Cardioid קרדיואידה Cardiologists קטגוריה:קרדיולוגים Cardiology קטגוריה:קרדיולוגיה Cardiology קרדיולוגיה Cardiomyopathy קרדיומיופתיה Cardiopulmonary bypass מכונת לב-ריאה Cardiopulmonary resuscitation החייאה Cardiotocography מוניטור עוברי Cardiovascular disease מחלה קרדיווסקולרית Cardiovascular diseases קטגוריה:מחלות לב וכלי דם Cardiovascular system קטגוריה:מערכת הדם Cardo קארדו Cardom קשת Cardoso קרדוזו Cardoso קרדוסו Cards Against Humanity קלפים נגד האנושות Carduelis פרוש זהוב Care Bears דובוני אכפת לי Care Bears: Adventures in Care-a-lot דובוני אכפת לי Careca קארקה Career קריירה Career Girls ילדות קריירה Career portfolio תיק עבודות CareerBuilder CareerBuilder Carei קאריי Carentan קרנטן Caress of Steel Caress of Steel Caresse Crosby קארס קרוסבי Carew Tower Carew Tower Carey Lowell קארי לוול Carey Mulligan קארי מאליגן Carfilzomib קרפילזומיב Cargo משא Cargo aircraft מטוס מטען Cargo aircraft קטגוריה:מטוסי תובלה Cargo airlines קטגוריה:חברות תעופה למטענים Cargo cult פולחן מטען Cargo ship אוניית משא Cargo ships קטגוריה:אוניות משא Cargolux קרגולוקס Carhenge קארהנג' CariDee English קרידי אינגליש Caria קאריה Cariamiformes קריאמיים Caribbean הקריביים Caribbean קטגוריה:הקריביים Caribbean Community הקהילייה הקריבית Caribbean Community תבנית:הקהילה הקריבית Caribbean Sea הים הקריבי Caribbean Sea קטגוריה:הים הקריבי Caribbean islands קטגוריה:איים בים הקריבי Caribbean monk seal כלב ים נזירי קריבי Caribbean reef shark כריש שונית קריבי Caribbean territories or dependencies קטגוריה:הקריביים: טריטוריות Caricaceae קטגוריה:פפאיים Caricature קטגוריה:קריקטורה Caricature קריקטורה Caricaturists קטגוריה:קריקטוריסטים Carice van Houten קאריס ואן האוטן Caridea חסילונים Carignan קריניאן Carillon קריון Carillons קטגוריה:קריונים Carin Jennings-Gabarra קארין ג'נינגס-גבארה Carina קטגוריה:קבוצת הכוכבים שדרית Carina שדרית Carina Dwarf Spheroidal Galaxy גלקסיית שדרית הננסית Carina Zampini קרינה סמפיני Carine Roitfeld קארין רויטפלד Carinhall קארינהאל Carinthia קרינתיה Carinthia Wolfsberg וולפסברג Carinus קארינוס Carioca Arena 1 מרכז האימונים האולימפי של ריו דה ז'ניירו Carissa קאריסה Carissa macrocarpa קריסה גדולת פרי Caritni קריטנים Carkuni משתמש:Carkuni Carl Ahues קארל אהוס Carl Andre קרל אנדרה Carl Andrew Spaatz קרל ספאץ Carl August Walbrodt קארל אוגוסט ואלברודט Carl Ben Eielson קרל בן אילסון Carl Bernstein קארל ברנסטין Carl Bildt קארל בילדט Carl Blegen קארל בלגן Carl Bosch קארל בוש Carl Carls קארל קארלס Carl Clauberg קרל קלאוברג Carl Cox קרל קוקס Carl Czerny קארל צ'רני Carl David Anderson קארל דייוויד אנדרסון Carl Ditters von Dittersdorf קרל דיטר פון דיטרסדורף Carl English קארל אינגליש Carl Flesch קרל פלש Carl Foreman קארל פורמן Carl Friedrich Abel קארל פרידריך אבל Carl Friedrich Christian Fasch קרל פרידריך כריסטיאן פאש Carl Friedrich Gauss קטגוריה:קרל פרידריך גאוס Carl Friedrich Gauss קרל פרידריך גאוס Carl Friedrich Gauss Prize פרס קרל פרידריך גאוס Carl Friedrich Goerdeler קרל פרידריך גרדלר Carl Friedrich Otto Westphal קארל וסטפאל Carl Friedrich Zelter קרל פרידריך צלטר Carl Frühling קרל פרילינג Carl Grimberg קרל גרימברג Carl Großmann קארל גרוסמן Carl Gustaf Emil Mannerheim קארל גוסטף אמיל מנרהיים Carl Gustav קרל גוסטב Carl Gustav Hempel קרל המפל Carl Gustav Jacob Jacobi קרל גוסטב יעקב יעקבי Carl Göring קארל גרינג Carl Hamppe קארל המפה Carl Hans Lody קרל הנס לודי Carl Heinrich Graun קרל היינריך גראון Carl Heissler קרל הייסלר Carl Hermann קרל הרמן Carl Hiaasen קרל היאסן Carl Hilpert קרל הילפרט Carl Jaenisch קארל יאניש Carl Jenkinson קארל ג'נקינסון Carl Johan Adlercreutz קרל יוהאן אדלרקרויץ Carl Jung קרל גוסטב יונג Carl Kockelkorn קארל קוקלקורן Carl Laemmle קארל למל Carl Laemmle Jr. קארל למל Carl Landry קארל לנדרי Carl Larsson קארל לארסון Carl Levin קארל לוין Carl Lewis קרל לואיס Carl Linnaeus קארולוס ליניאוס Carl Loewe קארל לווה Carl Lutz קרל לוץ Carl Maria von Weber קרל מריה פון ובר Carl Mayet קארל מאיה Carl Meinhof קרל מיינהוף Carl Menger קרל מנגר Carl Michael Bellman קארל מיקאל בלמן Carl Nielsen קרל נילסן Carl Oberg קרל אוברג Carl Orff קרל אורף Carl Palmer קרל פאלמר Carl Perkins קארל פרקינס Carl Philipp Emanuel Bach קרל פיליפ עמנואל באך Carl Pomerance קארל פומרנץ Carl Reinecke קרל ריינקה Carl Ritter קרל ריטר Carl Robie קארל רובי Carl Rogers קארל רוג'רס Carl Rosa Opera Company להקת האופרה של קארל רוזה Carl Rubin קרל רובין Carl Sagan קרל סייגן Carl Sagan Memorial Award פרס קרל סייגן Carl Sandburg קרל סנדברג Carl Schlechter קרל שלכטר Carl Schmitt קרל שמיט Carl Spitteler קרל שפיטלר Carl Spitzweg קרל שפיצווג Carl Stamitz קרל שטאמיץ Carl Tausig קארל טאוסיג Carl Theodor Dreyer קארל תאודור דרייר Carl Van Vechten קארל ואן וכטן Carl Vinson קרל וינסון Carl Watzinger קרל ואצינגר Carl Wieman קארל וימן Carl Wilhelm Scheele קרל וילהלם שלה Carl XVI Gustaf of Sweden מלך שוודיה קרל השישה עשר גוסטב Carl Zuckmayer קרל צוקמאייר Carl von Clausewitz קרל פון קלאוזביץ Carl von Ossietzky קרל פון אוסייצקי Carl-Heinrich von Stülpnagel קרל-היינריך פון שטילפנגל Carl-Henning Pedersen קארל-הנינג פדרסן Carla Bley קרלה בליי Carla Bruni קרלה ברוני Carla Gugino קארלה גוג'ינו Carla Laemmle קרלה למל Carla Overbeck קרלה אוברבק Carla Suárez Navarro קרלה סוארס נבארו Carlebach קרליבך Carlebach family קטגוריה:משפחת קרליבך Carles Busquets קרלס בוסקטס Carles Comamala קרלס קוממלה Carles Planas קרלס פלאנס Carles Puigdemont קרלס פוג'דמון Carles Puyol קרלס פויול Carles Rexach קרלס רשאק Carli Lloyd קרלי לויד Carlin קרלין Carlisle קרלייל Carlisle Floyd קרלייל פלויד Carlo Airoldi קרלו אירלודי Carlo Alberto Castigliano קרלו אלברטו קסטיליאנו Carlo Ancelotti קרלו אנצ'לוטי Carlo Azeglio Ciampi קרלו אזליו צ'אמפי Carlo Bergonzi משפחת ברגונצי Carlo Bergonzi קרלו ברגונצי Carlo Bisiach בני ביזיאק Carlo Buonaparte קרלו בואונפרטה Carlo Cecere קרלו צ'צ'רה Carlo Cipolla קרלו צ'יפולה Carlo Collodi קרלו קולודי Carlo Contarini קארלו קונטאריני Carlo Costly קרלו קוסטלי Carlo Cudicini קרלו קודיצ'יני Carlo Francesco Pollarolo קרלו פרנצ'סקו פולארולו Carlo Gesualdo קרלו ג'זואלדו Carlo Ginzburg קרלו גינצבורג Carlo Goldoni קרלו גולדוני Carlo Levi קרלו לוי Carlo Maria Giulini קרלו מריה ג'וליני Carlo Pedrotti קארלו פדרוטי Carlo Petrini קרלו פטריני Carlo Rossi קארלו רוסי Carlo Ruzzini קארלו רוציני Carlo Scarpa קרלו סקרפה Carlo Strenger קרלו שטרנגר Carlo Tresca קרלו טרסקה Carloman I מלך צרפת קרלומן הראשון Carloman II מלך צרפת קרלומן השני Carlon Brown קרלון בראון Carlos קרלוס Carlos Alberto Parreira קרלוס אלברטו פריירה Carlos Alberto Peña קרלוס אלברטו פניה Carlos Alberto Torres קרלוס אלברטו Carlos Arroyo קרלוס ארויו Carlos Bacca קרלוס באקה Carlos Bernard קרלוס ברנארד Carlos Bianchi קרלוס ביאנצ'י Carlos Bilardo קרלוס בילארדו Carlos Bocanegra קרלוס בוקאנגרה Carlos Boozer קרלוס בוזר Carlos Cabezas קרלוס קבסאס Carlos Carbonero קרלוס קרבונרו Carlos Carmona קרלוס קארמונה Carlos Castaneda קרלוס קסטנדה Carlos Caszely קרלוס קאסלי Carlos Chacana קרלוס צ'קאנה Carlos Chávez קרלוס צ'אבס Carlos Delfino קרלוס דלפינו Carlos Eddé קרלוס אדה Carlos Erwin Arias קרלוס ארווין אריאס Carlos Escudé קרלוס אסקודא Carlos Ferrero קרלוס פררו קוסטה Carlos Gallardo קרלוס גאיארדו Carlos Gamarra קרלוס גמארה Carlos García Badías קרלוס גרסיה Carlos Gardel קרלוס גרדל Carlos Ghosn קרלוס גוהן Carlos Gracie קרלוס גרייסי Carlos I of Portugal מלך פורטוגל קרלוש Carlos Jiménez קרלוס חימנס Carlos Kalmar קרלוס קלמר Carlos Kleiber קרלוס קלייבר Carlos Manuel de Céspedes קרלוס מנואל דה סספדס Carlos Marchena קרלוס מרצ'נה Carlos Marighella קרלוס מריגלה Carlos Martínez קרלוס מרטינס Carlos Menem קרלוס מנם Carlos Pena Jr. קרלוס פנה Carlos Puebla קרלוס פואבלה Carlos Páez Vilaró קרלוס פאאס וילארו Carlos Queiroz קרלוס קיירוש Carlos Roa קרלוס רואה Carlos Ruiz קרלוס רואיס Carlos Ruiz Zafón קרלוס רואיס סאפון Carlos Saavedra Lamas קרלוס לאמאס Carlos Salcido קרלוס סלסידו Carlos Salinas de Gortari קרלוס סלינס Carlos Sampaio Garrido קרלוס סמפאיו גארידו Carlos Santana קרלוס סנטנה Carlos Santana & Buddy Miles! Live! Carlos Santana & Buddy Miles! Live! Carlos Santana and Wayne Shorter – Live at the Montreux Jazz Festival 1988 Carlos Santana and Wayne Shorter – Live at the Montreux Jazz Festival 1988 Carlos Sastre קרלוס סאסטרה Carlos Slim קרלוס סלים Carlos Sánchez Moreno קרלוס סאנצ'ס Carlos Tevez קרלוס טבס Carlos Thompson קרלוס תומפסון Carlos Torre Repetto קרלוס טורה רפטו Carlos Valderrama קרלוס ולדרמה Carlos Valdés קרלוס ואלדס Carlos Vela קרלוס ולה Carlos Zambrano קרלוס סמבראנו Carlos the Jackal איליץ' רמירס סאנצ'ס Carlosguitar User:Carlosguitar Carlota of Mexico נסיכת בלגיה שארלוט Carlsbad Caverns National Park הפארק הלאומי מערות קרלסבד Carlsbad Decrees תקנות קרלסבאד Carlsberg Group קרלסברג Carlson's patrol הסיור של קרלסון Carlton קרלטון Carlton Gardens גני קרלטון Carly Colón קרלי קולון ג'וניור Carly Fiorina קרלי פיורינה Carly Rae Jepsen קארלי ריי ג'פסן Carly Rae Jepsen תבנית:קארלי ריי ג'פסן Carly Rae Jepsen discography דיסקוגרפיה של קארלי ריי ג'פסן Carly Rose Sonenclar קרלי רוז סוננקלר Carly Simon קארלי סימון Carmagnola קארמניולה Carme קארמה Carme Chacón כרמה צ'אקון Carme Ruscalleda קארמה רוסקאיידה Carmel כרמל Carmel Agrexco אגרקסקו Carmel Beach Central Bus Station מרכזית חוף הכרמל Carmel Beach Railway Station תחנת הרכבת חיפה חוף הכרמל Carmel Busuttil כרמל בוסוטיל Carmel City עיר הכרמל Carmel Eliash כרמל אליאש Carmel Hai-Bar Nature Reserve חי-בר כרמל Carmel Market שוק הכרמל Carmel Shama כרמל שאמה הכהן Carmel Tunnels מנהרות הכרמל Carmel Winery יקבי כרמל Carmela Menashe כרמלה מנשה Carmeli Brigade חטיבת כרמלי Carmelit כרמלית Carmelita Jeter כרמליטה ג'טר Carmelite Order קטגוריה:המסדר הכרמליתי Carmelites המסדר הכרמליתי Carmelo Anthony כרמלו אנתוני Carmelo Antrone Lee כרמלו לי Carmelo Micciche כרמלו מישיש Carmen כרמן Carmen Ejogo כרמן אג'וגו Carmen Electra כרמן אלקטרה Carmen Jones כרמן ג'ונס Carmen Kass כרמן קאס Carmen Maura כרמן מאורה Carmen Melis כרמן מליס Carmen Miranda כרמן מירנדה Carmen de Patagones קרמן דה פטגונס Carmi Gillon כרמי גילון Carmichael number מספר קרמייקל Carmilla קרמילה Carmina Burana כרמינה בוראנה Carmine קרמין Carmine Coppola קרמיין קופולה Carmit כרמית Carmit Bachar כרמית בכר Carmon כרמון Carmor כארמור Carnage אלוהי הקטל Carnage קרנג' Carnallite קרנליט Carnation Revolution מהפכת הציפורנים Carnauba wax ווקס קרנובה Carnavalet Museum מוזיאון קרנוולה Carnavalito קרנבליטו Carneades קרנאדס Carnegie קרנגי Carnegie Deli קרנגי דלי Carnegie Hall קרנגי הול Carnegie Hall Tower מגדל קרנגי הול Carnegie Medal מדליית קרנגי Carnegie Medal in Literature winners קטגוריה:ספרים זוכי מדליית קרנגי Carnegie Mellon University אוניברסיטת קרנגי מלון Carnegie Mellon University faculty קטגוריה:סגל אוניברסיטת קרנגי מלון Carnegie Museum of Natural History מוזיאון קרנגי להיסטוריה של הטבע Carnelian קרנליאן Carni קרנים Carniola קרניולה Carnism קרניזם Carnitine קרניטין Carnival קרנבל Carnival Corporation & plc קבוצת קרניבל Carnival Night ליל הקרנבל Carnival in the Dominican Republic הקרנבל הדומיניקני Carnival of Santa Cruz de Tenerife קרנבל סנטה קרוס דה טנריפה Carnival of Venice קרנבל המסכות בוונציה Carnivals קטגוריה:קרנבלים Carnivora טורפים Carnivorans קטגוריה:טורפים Carnivore טורפים Carnivore קרניבור Carnivores קטגוריה:טורפים Carnivorous plant צמחים טורפים Carnivorous plants קטגוריה:צמחים טורפים Carnot קרנו Carnot cycle מנוע קרנו Carnotite קרנוטיט Carnutes קארנוטים Caro קארו Carol קרול Carol Adams קרול אדמס Carol Alt קרול אלט Carol Ann Duffy קרול אן דאפי Carol Bartz קרול בארץ Carol Berg קרול ברג Carol Burnett קרול ברנט Carol Channing קרול צ'אנינג Carol Danvers גברת מארוול Carol Ferris קרול פאריס Carol Gilligan קרול גיליגן Carol Greider קרול גריידר Carol I of Romania מלך רומניה קרול הראשון Carol II of Romania מלך רומניה קרול השני Carol Kane קרול קיין Carol Kaye קרול קיי Carol Morris קרול מוריס Carol Park פארק קרול הראשון Carol Reed קרול ריד Carol Shields קרול שילדס Carol Szathmari קרול פופ דה סטמארי Carol Yager קרול יאגר Carola Häggkvist קרולה הגקוויסט Carola Neher קרולה נהר Carole Bouquet קרול בוקה Carole King קרול קינג Carole Lombard קרול לומברד Carole Pateman קרול פייטמן Carole Samaha קרול סמאחה Carolina קרוליינה Carolina Bluebird/Sandbox צ'אק Carolina Herrera קרולינה הררה Carolina Hurricanes קרוליינה הוריקנס Carolina Klüft קרולינה קלופט Carolina Morace קרולינה מוראצ'ה Carolina Panthers קרוליינה פנתרס Caroline Bliss קרולין בליס Caroline Bynum קרוליין ביינום Caroline Catz קרוליין קאץ Caroline Corr קרוליין קור Caroline Dhavernas קרולין דברנה Caroline Glick קרוליין גליק Caroline Harker קרוליין הרקר Caroline Harrison קרוליין הריסון Caroline Herschel קרוליין הרשל Caroline Island אטול קרוליין Caroline Island קטגוריה:אטול קרוליין Caroline Islands איי קרוליין Caroline Jackson קרוליין ג'קסון Caroline Kennedy קרוליין קנדי Caroline Langrishe קרוליין לאנגריש Caroline Winberg קרוליין וינברג Caroline Wozniacki קרוליין ווזניאקי Caroline affair פרשיית הספינה קרוליין Caroline of Ansbach מרקיזת ברנדנבורג-אנסבך קרולין Caroline of Brunswick קרוליין מבראונשווייג Carolingian Empire האימפריה הפרנקית Carolingian Renaissance הרנסאנס הקרולינגי Carolingian art אמנות קרולינגית Carolingian dynasty השושלת הקרולינגית Carolingian dynasty קטגוריה:השושלת הקרולינגית Carolus Rex Carolus Rex Carolyn Griner קרולין גרינר Carolyn Jones קרולין ג'ונס Carolyn Schuler קארולין שולר Caron Butler קארון באטלר Carondelet Reef שונית קרונדלט Carotenoid קרוטנואיד Carouge קרוז' Carousel קרוסלה Caro–Kann Defence הגנת קארו-קאן Carp קארפ Carpaccio קרפצ'יו Carpal bones עצמות שורש כף היד Carpal tunnel מנהרת שורש כף היד Carpal tunnel syndrome תסמונת מנהרת שורש כף היד Carpatair קרפטאייר Carpathian Mountains הרי הקרפטים Carpathians קטגוריה:הרי הקרפטים Carpe diem קרפה דיים Carpenter קרפנטר Carpenter ant קמפונית Carpenter bee דבורת-עץ Carpenter syndrome תסמונת קרפנטר Carpentry נגרות Carpet שטיח Carpet beater חובט שטיחים Carpet bombing הפצצת שטיח Carpet shark זנבתנאים Carpetani קרפטנים Carphodactylidae קרפודטיליים Carpi F.C. 1909 קארפי Carpi F.C. 1909 players קטגוריה:כדורגלני קארפי Carpo קארפו Carpobrotus צלקנית Carpool נסיעה משותפת Carr קאר Carrack קאראק Carradale House בית קאראדייל Carrara קרארה Carrasco International Airport נמל התעופה הבינלאומי של קראסקו Carrefour קארפור Carretera Austral קארטרה אאוסטרל Carriacou Hillsborough הילסבורו Carriage כרכרה Carriageway מיסעה Carrie קארי Carrie & Lowell Carrie & Lowell Carrie Bradshaw קארי בראדשו Carrie Fisher קארי פישר Carrie Snodgress קארי סנודגרס Carrie Steinseifer קרי סטיינסייפר Carrie Underwood קארי אנדרווד Carrie-Anne Moss קארי-אן מוס Carrier sense multiple access Carrier sense multiple access Carrier sense multiple access with collision avoidance Carrier sense multiple access#CSMA/CA Carrier wave גל נושא Carrier-based aircraft קטגוריה:כלי טיס המשרתים בנושאת מטוסים Carrion פגר Carroll קארול Carroll Baker קרול בייקר Carroll O'Connor קרול או'קונור Carroll Shelby קרול שלבי Carronade קרונדה Carrot גזר Carrot and stick שיטת המקל והגזר Carrot cake עוגת גזר Carry On Carry On Carry That Weight Carry That Weight Carry-le-Rouet קארי-לה-רואה Carrying capacity כושר נשיאה Cars מכוניות Cars 2 מכוניות 2 Carsharing שיתוף מכוניות Carson קרסון Carson McCullers קארסון מקאלרס Carson bandwidth rule כלל רוחב הסרט של קרסון Carsrac משתמש:Carsrac CarsracBot משתמש:CarsracBot Carsten Borchgrevink קרסטן בורכגרווינק Carsten Höller קרסטן הלר Carsten Jancker קארסטן יאנקר Carsten Niebuhr קרסטן ניבור Carsten Ramelow קארסטן ראמלו Cart עגלה Carta הוצאת כרטא Carta marina כרטא מרינה Cartagena קרטחנה Cartago Province קרטגו Cartan subalgebra תת-אלגברת קרטן Cartan's criterion קריטריון קרטן Carte de visite קארט דה ויזיט Cartel קרטל Carter קרטר Carter Braxton קרטר ברקסטון Carter Burwell קרטר בורוול Carter Center מרכז קרטר Carter Harrison Sr. קרטר הריסון Carter administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'ימי קרטר Cartesian coordinate system מערכת צירים קרטזית Cartesian diver צוללן קרטזי Cartesian product מכפלה קרטזית Carthage קטגוריה:קרתגו Carthage קרתגו Carthage Film Festival פסטיבל הסרטים קרתגו Carthaginian peace שלום קרתגו Carthaginians קטגוריה:קרתגים Carthago delenda est מלבד זאת אני סבור שיש להרוס את קרתגו Carthalo קרתאלו Carthamus קורטם Carthusians קרטוזיאנים Cartier קרטייה Cartilage סחוס Cartilaginous fish קטגוריה:דגי סחוס Cartman Gets an Anal Probe הפלישה לפי הטבעת של קרטמן Cartographers קטגוריה:קרטוגרפים Cartography קטגוריה:קרטוגרפיה Cartography קרטוגרפיה Cartoon Network Cartoon Network Cartouche קרטוש Cartridge כדור Carus קארוס Caruso קרוזו Cary Elwes קרי אלווס Cary Grant קרי גרנט Caryatid קריאטידה Caryl Chessman קריל צ'סמן Caryl Churchill קריל צ'רצ'יל Caryophyllaceae ציפורניים Caryophyllaceae קטגוריה:ציפורניים Caryophyllales ציפורנאים Caryophyllales קטגוריה:ציפורנאים Casa Batlló קאזה באליו Casa Loma טירת קאסה לומה Casa Milà קאזה מילה Casa Rocca Piccola קאזה רוקה פיקולה Casa Rosada קאסה רוסאדה Casa Vicens קאזה ויסנס Casa da Índia בית הודו Casa de Mi Padre קאסה דה מי פאדרה Casablanca קזבלנקה Casablanca קטגוריה:קזבלנקה Casablanca Conference ועידת קזבלנקה Casadesus קאסאדסי Casale Monferrato קזאלה מונפראטו Casalmaggiore קאזלמג'ורה Casbah הקסבה באלג'יר Casbah of Algiers הקסבה באלג'יר Cascada קסקדה Cascade Range קטגוריה:רכס קסקייד Cascade Range רכס קסקייד Cascades de Karfiguéla מפלי קארפיגלה Cascading Style Sheets גיליונות סגנון מדורגים Cascata delle Marmore מפלי מרמורה Case 39 מקרה 39 Case Closed Detective Conan Case law קטגוריה:פסקי דין Case law by topic קטגוריה:פסקי דין לפי נושא Case of Trotskyist Anti-Soviet Military Organization פרשת טוכאצ'בסקי Case study חקר מקרה Casein קזאין Casemiro קאסמירו Caserta קזרטה Casey קייסי Casey Affleck קייסי אפלק Casey Jones קייסי ג'ונס Casey Stoner קייסי סטונר CaseyAB ויקיפדיה:איך לערוך דף Cash מזומנים Cash Cab מונית הכסף Cash flow תזרים מזומנים Cash flow statement דוח על תזרימי המזומנים Cash is king מזומן הוא המלך Cash machine כספומט Cash register קופה רושמת Cashew קשיו Cashier קופאי Cashmere wool בד קשמיר Casi Ángeles כמעט מלאכים Casimir Funk קזימיר פאנק Casimir III קזימיר השלישי Casimir III the Great מלך פולין קז'ימייז' השלישי Casimir IV Jagiellon מלך פולין קז'ימייז' הרביעי Casimir Pierre Périer קזימיר פייר פרייה Casimir effect אפקט קזימיר Casino קזינו Casino Jack העסקן Casino Royale קזינו רויאל Casinos in the Las Vegas Valley קטגוריה:לאס וגאס: קזינו Casio קסיו Casomorphin קאזמורפין Casorati–Weierstrass theorem משפט קסורטי-ויירשטראס Caspar David Friedrich קספר דוד פרידריך Caspar Weinberger קספר ויינברגר Caspar Wolf קספר וולף Caspase קספאז Casper קספר Casper Van Dien קספר ואן דיין Casper ten Boom קספר טן בום Caspertheghost/iPod Touch 4G IPod Touch Caspi כספי Caspian Flotilla שייטת הים הכספי Caspian Sea הים הכספי Caspian Sea קטגוריה:הים הכספי Caspian seal פוסה כספיאנית Caspian tern שחפית כספית Caspian tiger טיגריס כספי Caspian turtle צב ביצה מצוי Caspiane כספיאנא Caspofungin קספופונגין Casriel Dovid Kaplin כתריאל דוד קפלין Cass Gilbert קאס גילברט Cass Identity Model המודל של קאס Cassander קסנדרוס Cassandra קסנדרה Cassandra Cain העטלף השחור Cassandra Clare קסנדרה קלייר Cassandra Lang סטאטור Cassandra Wilson קסנדרה וילסון Cassata קסאטה סיצ'יליאנה Cassation קאסאציו Cassava מניהוט מצוי Cassel קסל Casserole פשטידה Cassette קלטת Cassia קסיוס Cassidy קסידי Cassie Ventura קאסי ונטורה Cassiel קפציאל Cassini קאסיני Cassini–Huygens קאסיני Cassiodorus קאסיודורוס Cassiopeia קטגוריה:קבוצת הכוכבים קסיופאה Cassiopeia קסיופאה Cassiopeia A קסיופאה A Cassiopeia sweet משתמש:Cassiopeia sweet Cassirer קסירר Cassiterite קסיטריט Cassius Dio דיו קסיוס Cassius Longinus קסיוס דיוניסיוס לונגינוס Cassius Longinus קסיוס לונגינוס Cassivellaunus קסיוולאונוס Cassowary קזואר Cassuto קאסוטו Cast Away להתחיל מחדש Cast a Giant Shadow הטל צל ענק Cast iron יצקת Casta מערכת הקאסטה באמריקה הלטינית בתקופה הקולוניאלית Casta קסטה Castanea sativa ערמון Castanets קסטנייטות Castaway Cay קאסטאווי קי Caste קאסטה Caste system in India ארבע הווארנות Castel Sant'Angelo טירת סנטאנג'לו Castelginest קאסטלז'ינסט Castell קסטל Castell Dinas Brân טירת דינס בראן Castellammare del Golfo קסטלמר דה גולפו Castellammarese War מלחמת הקסטלמרים Castellana 81 מגדל בנק בילבאו Castello קסטלו Castellón de la Plana קאסטיון דה לה פלאנה Castelão אצטדיון קסטלאו Caster Semenya קסטר סמניה Castigliano's method חוקי קסטיליאנו Castile קסטיליה Castile and León קטגוריה:קסטיליה ולאון Castile and León קסטיליה ולאון Castilla elastica קאוצ'וק Castilla-La Mancha קטגוריה:קסטיליה-לה מנצ'ה Castilla-La Mancha קסטיליה-לה מנצ'ה Castilla-La Mancha Guadalajara גוודלחרה Castilleja קסטייחה Castillo San Salvador de la Punta סן סלוודור דה לה פונטה Castillo de Jagua מבצר חגואה Castillo de San Pedro de la Roca מבצר סן פדרו דה לה רוקה Castillo de la Real Fuerza קאסטיו דה לה ריאל פוארסה Casting יציקה Casting ליהוק Castle טירה Castle קאסל Castle Howard טירת הווארד Castle Pinckney טירת פינקני Castle of Mey טירת מיי Castle of Rivoli קסטל דה ריבולי Castles קטגוריה:טירות Castles and forts in Georgia קטגוריה:מצודות בגאורגיה Castles in Austria קטגוריה:אוסטריה: טירות Castles in Bavaria קטגוריה:בוואריה: ארמונות Castles in England קטגוריה:אנגליה: טירות Castles in Essex קטגוריה:טירות באסקס Castles in France קטגוריה:צרפת: טירות Castles in Germany קטגוריה:גרמניה: טירות Castles in Ireland קטגוריה:אירלנד: טירות Castles in Italy קטגוריה:איטליה: טירות Castles in Japan קטגוריה:יפן: טירות Castles in London קטגוריה:לונדון: טירות Castles in Romania קטגוריה:רומניה: טירות Castles in Scotland קטגוריה:סקוטלנד: טירות Castles in Wales קטגוריה:ויילס: טירות Castles in the United Kingdom קטגוריה:בריטניה: טירות Castletown House בית קסלטאון Castlevania קאסלבניה Castling הצרחה Castor קסטור Castor and Pollux קסטור ופולוקס Castor oil שמן קיקיון Castoreum קסטוריום Castoridae בוניים Castorimorpha דמויי בונה Castorocauda קסטרוקאודה Castoroides בונה ענק Castra קסטרום Castra Praetoria קסטרה פרטוריה Castrati קטגוריה:קסטראטי Castration סירוס Castrato קסטרטו Castries קסטריז Castrillo Mota de Judíos קסטריו מוטה דה חודיוס Castro קסטרו Castro קסטרו מודל Castro Pretorio קאסטרו פרטוריו Castrovalva קסטרוולווה Casualty notification מודיע נפגעים Casuariidae קטגוריה:קזואריים Casuarina קזוארינה Casuistry קזואיסטיקה Casus belli עילה למלחמה Cat Cat Cat חתול הבית Cat Ballou קט בלו Cat Stevens קט סטיבנס Cat Whitehill קייט וייטהיל Cat breeds קטגוריה:גזעי חתולים Cat coat genetics צבעי חתולים Cat diseases קטגוריה:מחלות חתולים Cat meat בשר חתול Cat on a Hot Tin Roof חתולה על גג פח לוהט Cat organ אורגן חתול Cat sìth חתול הסית' Cat tongue לשונות חתולים Cat's Cradle עריסת חתול Cat's Eye Nebula ערפילית עין החתול Cat's cradle משחק לולאות Cat-scratch disease מחלת שריטת החתול Catabolism קטבוליזם Catacombs קטגוריה:מערות קבורה Catacombs קטקומבות Catacombs of Paris הקטקומבות של פריז Cataglyphis נווטת Catalan Opening פתיחה קטלנית Catalan Wikipedia ויקיפדיה הקטלאנית Catalan architects קטגוריה:אדריכלים קטלאנים Catalan cuisine קטגוריה:המטבח הקטלוני Catalan culture קטגוריה:קטלוניה: תרבות Catalan footballers קטגוריה:כדורגלנים קטלאנים Catalan language קטגוריה:קטלאנית Catalan language קטלאנית Catalan literature קטגוריה:ספרות קטלאנית Catalan musicians קטגוריה:מוזיקאים קטלאנים Catalan number מספר קטלן Catalan painters קטגוריה:ציירים קטלאנים Catalan people קטגוריה:קטלאנים Catalan poets קטגוריה:משוררים קטלאנים Catalan politicians קטגוריה:פוליטיקאים קטלאנים Catalan solid פאוני קטלן Catalan sportspeople קטגוריה:ספורטאים קטלאנים Catalan surface משטח קטלן Catalan writers קטגוריה:סופרים קטלאנים Catalan's constant קבוע קטלן Catalase קטלאז Catalina קטלינה Catalina Sandino Moreno קתלינה סנדינו מורנו Catalina de Erauso קטלינה דה אראוסו Catalog lookup templates קטגוריה:תבניות קישורים חיצוניים - קטלוגים Catalonia קטגוריה:קטלוניה Catalonia קטלוניה Catalonia national football team נבחרת קטלוניה בכדורגל Catalysis זרז Catalysis קטגוריה:זרזים Catalytic converter ממיר קטליטי Catalytic triad שלשה קטליטית Catalão קטלאו Catamaran קטמרן Catamarca Belén בלן Catamarca Province קטגוריה:קטמרקה Catamarca Province קטמרקה Catamenial epilepsy אפילפסיה וסתית Catan המתיישבים של קטאן Catania קטגוריה:קטניה Catania קטניה Catania–Fontanarossa Airport נמל התעופה קטניה-פונטנרוסה Catanzaro קטנזארו Cataphract קטפרקט Catapult קטפולטה Cataract קטרקט Cataract Canyon קניון קטרקט Cataracts of the Nile אשדות הנילוס Catarrhini קופים צרי-אף Catarrhini קטגוריה:קופים צרי אף Catastrophism קטסטרופיזם Catatonia קטטוניה Catatumbo lightning הברקים של קאטאטומבו Catch Me If You Can תפוס אותי אם תוכל Catch That Rabbit לתפוס ארנבת Catch-22 מלכוד 22 Catching Fire משחקי הרעב - התלקחות Catching Up with Depeche Mode Catching Up With Depeche Mode Catchphrases קטגוריה:אמרות כנף Catchword שומר הדף Cate Blanchett קייט בלאנשט Cate Campbell קייט קמפבל Catechism קטכיזם Catechol קטכול Catechol-O-methyl transferase Catechol-O-methyltransferase Catecholamine קטכולאמין Categorical imperative הצו הקטגורי Categories by city in the United States קטגוריה:קטגוריות לפי ערי ארצות הברית Categories by continent קטגוריה:קטגוריות לפי יבשות Categories by country קטגוריה:קטגוריות לפי מדינה Categories by location קטגוריה:קטגוריות לפי מיקום Categories by nationality קטגוריה:קטגוריות לפי לאום Categories by period קטגוריה:קטגוריות לפי תקופה Categories by province of Argentina קטגוריה:פרובינציות ארגנטינה לפי נושא Categories by province or territory of Canada קטגוריה:פרובינציות קנדה לפי נושא Categories by type קטגוריה:קטגוריות לפי סוג Categorization ויקיפדיה:קטגוריה Category קטגוריה Category A listed buildings in Scotland קטגוריה:סקוטלנד: מבנים רשומים דרגה A Category B listed buildings in Scotland קטגוריה:סקוטלנד: מבנים רשומים דרגה B Category of being קטגוריה Category theory קטגוריה:תורת הקטגוריות Category theory תורת הקטגוריות Categoría Primera A ליגת העל הקולומביאנית Catena שרשרת קרקעות Catenaccio קטנאצ'ו Catenary קו השרשרת Catenoid קטנואיד Caterham Cars קייטרהאם Caterina Albert ויקטור קטלה Caterina Assandra קטרינה אסנדרה Caterina Valente קטרינה ולנטה Caterine Ibargüen קתרין איברגואן Catering הסעדה Caterpillar הזחל Caterpillar זחל Caterpillar זחל אמיתי Caterpillar D10 קטרפילר די-10 Caterpillar D6 קטרפילר די-6 Caterpillar D7 קטרפילר די-7 Caterpillar D9 קטרפילר די-9 Caterpillar Inc. קטרפילר Catfish קאטפיש Catfish שפמנונאים Catharanthus roseus וינקה ורודה Catharine MacKinnon קתרין מקינון Catharism קתרים Catharsis קתרזיס Cathartes קתרטס Cathartidae קטגוריה:קונדוריים Cathay Dragon דראגונאייר Cathay Pacific קת'אי פסיפיק Cathedra קתדרה Cathedral קתדרה Cathedral קתדרלה Cathedral of Brasília קתדרלת ברזיליה Cathedral of Christ the Saviour קתדרלת ישו המושיע Cathedral of La Plata קתדרלת לה פלאטה Cathedral of Learning קתדרלת ההשכלה Cathedral of Our Lady קתדרלת אנטוורפן Cathedral of the Annunciation קתדרלת הבשורה Cathedral of the Archangel קתדרלת המלאך מיכאל Cathedral of the Immaculate Conception הקתדרלה הקתולית של מוסקבה Cathedral of the Sea הקתדרלה ליד הים Cathedrals קטגוריה:קתדרלות Cathedrals by country קטגוריה:קתדרלות לפי מקומות Cathedrals in England קטגוריה:אנגליה: קתדרלות Cathedrals in France קטגוריה:צרפת: קתדרלות Cathedrals in Germany קטגוריה:גרמניה: קתדרלות Cathedrals in Moscow קטגוריה:מוסקבה: קתדרלות Cathedrals in Russia קטגוריה:רוסיה: קתדרלות Cathedrals in the United Kingdom קטגוריה:בריטניה: קתדרלות Catherine Ashton קתרין אשטון Catherine Bott קתרין בוט Catherine Burns קתרין ברנס Catherine Deneuve קתרין דנב Catherine Fleury-Vachon קתרין פלורי Catherine Fulop קתרין פולופ Catherine Hamlin קתרין המלין Catherine Hardwicke קתרין הארדוויק Catherine Howard קתרין הווארד Catherine I of Russia יקטרינה הראשונה Catherine Keener קתרין קינר Catherine McCormack קתרין מק'קורמק Catherine Oxenberg קתרין אוקסנברג Catherine Palace ארמון יקטרינה Catherine Parr קתרין פאר Catherine Tate קתרין טייט Catherine Zeta-Jones קתרין זיטה-ג'ונס Catherine de' Medici קטרינה דה מדיצ'י Catherine of Alexandria קתרינה מאלכסנדריה Catherine of Aragon קתרין מאראגון Catherine of Braganza נסיכת פורטוגל קתרינה Catherine of Siena קתרינה מסיינה Catherine the Great יקטרינה הגדולה Catheter צנתר Cathexis קתקסיס Cathinone חגיגת Cathode ray שפופרת קרן קתודית Cathode ray tube שפופרת קרן קתודית Cathodic protection הגנה קתודית Catholic Church הכנסייה הקתולית Catholic Church and evolution הכנסייה הקתולית והאבולוציה Catholic Encyclopedia האנציקלופדיה הקתולית Catholic League הליגה הקתולית Catholic Monarchs המלכים הקתוליים Catholic News Agency סוכנות הידיעות הקתולית Catholic University of Leuven אוניברסיטת לוון Catholic pilgrimage sites קטגוריה:אתרי עלייה לרגל Catholicism נצרות קתולית Catholicos קתוליקוס Cathubodua קטובודואה Cathy Berberian קתי ברבריאן Cathy Carr קתרין קאר Cathy Dennis קתי דניס Cathy Ferguson קאתי פרגוסון Cathy Freeman קתי פרימן Cathy McMorris Rodgers קתי מקמוריס רוג'רס Cathy Moriarty קטי מוריאטי Cathy Rigby קתי ריגבי Cathy Tyson קתי טייסון Catiline לוקיוס סרגיוס קטילינה Cations קטגוריה:קטיונים Cativolcus קאטיבולקוס Catkin עגיל Catmull–Clark subdivision surface קטמול-קלרק Cato קאטו Cato the Elder מרקוס פורקיוס קאטו קנסוריוס Cato the Younger מרקוס פורקיוס קאטו אוטיקנסיס Catocala elocata תנשמית הצפצפה Catopuma חתול זהוב Cats חתולים Cats קטגוריה:חתול Cats Don't Dance חתולים אינם רוקדים Cats in art קטגוריה:החתול באמנות Cats in popular culture קטגוריה:החתול בתרבות Catshark גלדניים Catskill Mountains הרי קטסקיל Cattle בקר הבית Cattle egret אנפית בקר Cattle in religion פרה קדושה Cattle prod מלמד בקר Cattle tithe מעשר בהמה Catty Wampy/Sandbox מוסטנג Catullus גאיוס ולריוס קאטולוס Catullus 49 משתמש:U L/שיר 49 Catupiry קטופירי Catwoman קאטוומן Caucasian Shepherd Dog רועה קווקזי Caucasian Style Kidnapping השבויה מקווקז Caucasian War מלחמת הקווקז Caucasian squirrel סנאי זהוב Caucasus קווקז Caucasus קטגוריה:קווקז Caucasus Campaign המערכה בקווקז במלחמת העולם הראשונה Caucasus Jews קטגוריה:יהדות הקווקז Caucasus Mountains הרי הקווקז Caucasus Viceroyalty מלכות המשנה של הקווקז Caucasus music קטגוריה:קווקז: מוזיקה Cauchy distribution התפלגות קושי Cauchy matrix מטריצת קושי Cauchy sequence סדרת קושי Cauchy stress tensor טנזור מאמצים Cauchy theorem משפט קושי Cauchy's functional equation המשוואה הפונקציונלית של קושי Cauchy's integral formula נוסחת האינטגרל של קושי Cauchy's integral theorem משפט האינטגרל של קושי Cauchy's theorem משפט קושי Cauchy–Binet formula נוסחת קושי-בינה Cauchy–Euler equation משוואת קושי-אוילר Cauchy–Riemann equations משוואות קושי-רימן Cauchy–Schwarz inequality אי-שוויון קושי-שוורץ Caucus הבחירות המקדימות לנשיאות ארצות הברית#אסיפות הבחירה Cauda equina זנב סוס Cauda equina syndrome תסמונת זנב הסוס Caudate nucleus הגרעין הזנבי Caudillo קאודייו Cauldron יורה Cauliflower כרובית Caulking איטום Caupolicán קאופוליקאן Causal dynamical triangulation טריאנגולציה דינמית סיבתית Causality סיבתיות Causantín mac Cináeda מלך סקוטלנד קונסטנטין הראשון Causantín mac Fergusa מלך הפיקטים קאוסטנטין Cause lawyer עורך דין חברתי Cause of death גורמי תמותה Causes of World War I הגורמים למלחמת העולם הראשונה Causes of the European debt crisis משבר החוב האירופי Causes of the French Revolution הסיבות לפרוץ המהפכה הצרפתית Causes of the Great Depression הרקע לשפל הגדול Causinae צפע לילי Causus rhombeatus צפע לילי מצוי Cauto River קאוטו Cauê Cecilio da Silva קאווה ססיליו דה סילבה Cava קאווה Cavalier King Charles Spaniel קבליר קינג צ'ארלס ספנייל Cavalieri's principle עקרון קאוואליירי Cavalleria rusticana אבירות כפרית Cavalry חיל פרשים Cavalry קטגוריה:חיל הפרשים Cavalry tactics טקטיקת חיל פרשים Cavaquinho קווקיניו Cave מערה Cave bear דוב מערות Cave hyena צבוע מערות Cave of Altamira מערת אלטאמירה Cave of El Castillo מערת אל קסטיו Cave of Elijah מערת אליהו Cave of Letters מערת האיגרות Cave of Niaux מערת ניו Cave of Nicanor מערת ניקנור Cave of Swallows מערת הסנוניות Cave of the Crystals מערת הקריסטלים Cave of the Patriarchs מערת המכפלה Cave of the Patriarchs massacre טבח מערת המכפלה Cave painting ציורי מערות Caveat emptor ייזהר הקונה Cavendish קוונדיש Cavendish Laboratory מעבדת קוונדיש Cavendish experiment ניסוי קוונדיש Caverio map מפת קאוורי Cavers קטגוריה:ספלאולוגים Caves קטגוריה:מערות Caves by country קטגוריה:מערות לפי מדינה Caves of France קטגוריה:צרפת: מערות Caves of Georgia קטגוריה:גאורגיה: מערות Caves of Israel קטגוריה:ארץ ישראל: מערות Caves of Italy קטגוריה:איטליה: מערות Caves of Malta קטגוריה:מלטה: מערות Caves of Romania קטגוריה:רומניה: מערות Caves of Spain קטגוריה:ספרד: מערות Caves of the United States קטגוריה:ארצות הברית: מערות Caviar קוויאר Cavies קטגוריה:קביתיים Caviidae קביתיים Caviomorpha קביות העולם החדש Cavitation קוויטציה Cavite Kawit קוויט Cavity magnetron מגנטרון Cay קי Cayenne קאיין Cayenne pepper פלפל קאיין Cayetano Ré קאייטנו רה Cayley graph גרף קיילי Cayley's formula נוסחת קיילי Cayley's theorem משפט קיילי Cayley–Dickson construction אלגברות קיילי-דיקסון Cayley–Hamilton theorem משפט קיילי-המילטון Cayman קיימן Cayman Airways קיימן איירווייז Cayman Brac קיימן בראק Cayman Islands איי קיימן Cayman Islands קטגוריה:איי קיימן Cayman Islands George Town ג'ורג' טאון Cayman Islands at the Olympics איי קיימן במשחקים האולימפיים Cayman Islands national football team נבחרת איי קיימן בכדורגל Cayon קאיון Cazwell קאזוול Caïssa קאיסה Cañari קניארים Caș קש Cburnett User:Cburnett Cc-by-2.0 תבנית:Cc-by-2.0 Cc-by-2.5 תבנית:Cc-by-2.5 Cc-by-3.0 תבנית:Cc-by-3.0 Cc-by-sa-1.0 תבנית:Cc-by-sa-1.0 Cc-by-sa-2.0 תבנית:Cc-by-sa-2.0 Cc-by-sa-2.5 תבנית:Cc-by-sa-2.5 Cc-by-sa-2.5,2.0,1.0 תבנית:Cc-by-sa-2.5,2.0,1.0 Cc-by-sa-2.5,2.0,1.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-2.5,2.0,1.0 Cc-by-sa-3.0 תבנית:Cc-by-sa-3.0 Cc-by-sa-3.0,2.5,2.0,1.0 תבנית:Cc-by-sa-3.0,2.5,2.0,1.0 Cc-by-sa-3.0,2.5,2.0,1.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-3.0,2.5,2.0,1.0 Cc-by-sa-4.0 תבנית:Cc-by-sa-4.0 Cc-sa תבנית:Cc-sa-1.0 Cd Cd Cdnosfe/sandbox מרמייט CeCe McDonald סיסי מקדונלד Cearbhall Ó Dálaigh כרוואל או'דלאג Cearl of Mercia מלך מרסיה סירל Ceará סיארה Ceará קטגוריה:סיארה Ceasefire הפסקת אש Cebidae צבוסיים Cebu סבו Cebu City סבו סיטי Cebuano Wikipedia ויקיפדיה בסבואנו Cebuano language סבואנו Cecil Adams ססיל אדמס Cecil Clementi ססיל קלמנטי Cecil DeMille ססיל דה-מיל Cecil DeMille Award Golden Globe winners קטגוריה:זוכי פרס גלובוס הזהב - מפעל חיים Cecil Healy ססיל הילי Cecil Kellaway ססיל קלאוויי Cecil Madigan ססיל מאדיגן Cecil Margo ססיל מרגו Cecil Meares ססיל מירס Cecil Rhodes ססיל רודז Cecil Roth ססיל רות Cecil Taylor ססיל טיילור Cecil Valentine De Vere ססיל דה ור Cecilia ססיליה Cecilia Bartoli צ'צ'יליה ברטולי Cecilia Bolocco ססיליה בולוקו Cecilia Gallerani צ'צ'יליה גלראני Cecilia Payne-Gaposchkin ססיליה פיין-גפושקין Cecilia Roth ססיליה רות Cecilienhof ארמון צציליינהוף Cedar סידר Cedar Point סידר פוינט Cedar Revolution מהפכת הארזים Cedar Walton קדר ולטון Cedi Osman צ'די אוסמן Cedilla סדיליה Cedric Gervais סדריק ג'רוואה Cedric Maxwell סדריק מקסוול Cedrus ארז Cedrus libani ארז הלבנון CeeLo Green סי-לו גרין Cefalù צ'פלו Ceiba speciosa כוריזיה הדורה Ceil תבנית:תקרה Ceiling סייג רום Ceiling תקרה Cela סלה Celadonite סלדוניט Celastraceae קטגוריה:קלסטריים Celastrales קטגוריה:קלסטראים Celebes crested macaque מקוק שחור Celebes warty pig חזיר יבלות סולוואסי Celebrate Israel Parade מצעד ההצדעה לישראל Celebration Celebration Celebration Day Celebration Day Celebration of the Lizard Celebration of the Lizard Celebratory gunfire ירי שמחה Celebrity ידוען Celebrity Deathmatch Celebrity Deathmatch Celebrity Skin Celebrity Skin Celebrity branding פרזנטור Celebrity sex tape קלטת לוהטת Celery סלרי Celesta צ'לסטה Celeste Holm סלסט הולם Celestia סלסטיה Celestial cartography אטלס כוכבים Celestial coordinate system מערכת קואורדינטות שמימית Celestial equator קו המשווה השמימי Celestial navigation ניווט אסטרונומי Celestial pole קוטב שמיימי Celestial sphere כיפת השמים Celestine סלסטיט Celestine סלסטינוס Celia Adler סיליה אדלר Celia Cruz סליה קרוז Celia Dropkin צילה דראפקין Celia Imrie סיליה אימרי Celiac artery גזע הבטן Celibacy צליבט Celine סלין Celine Dion סלין דיון Celio צ'ליו Celje צליה Cell סלולרי Cell תא Cell 16 תא 16 Cell Broadcast שידור תאי Cell anatomy קטגוריה:אנטומיה תאית Cell biology ביולוגיה של התא Cell biology קטגוריה:תא Cell culture תרבית תאים Cell cycle מחזור התא Cell membrane קרום התא Cell nucleus גרעין התא Cell signaling תקשורת תאית Cell theory תאוריית התא Cell wall דופן התא Cell-mediated immunity חסינות תאית Cellcom סלקום Cellists קטגוריה:צ'לנים Cello צ'לו Cello Concerto in A major הקונצ'רטו לצ'לו של דבוז'אק Cellophane צלופן Cellular סלולרי Cellular automaton אוטומט תאי Cellular differentiation התמיינות תאים Cellular network תקשורת סלולרית Cellular respiration נשימה תאית Cellulite צלוליט Cellulitis צלוליטיס Celluloid צלולואיד Cellulose תאית Celsius מעלות צלזיוס Celso Borges סלסו בורחס Celso Golmayo Torriente סלסו גולמאיו טוריאנטה Celso Golmayo Zúpide סלסו גולמאיו Celta de Vigo סלטה ויגו Celta de Vigo managers קטגוריה:מאמני סלטה ויגו Celta de Vigo players קטגוריה:כדורגלני סלטה ויגו Celtic Britons קלטים בריטונים Celtic F.C. סלטיק Celtic F.C. managers קטגוריה:מאמני סלטיק Celtic F.C. players קטגוריה:כדורגלני סלטיק Celtic Frost Celtic Frost Celtic Park סלטיק פארק Celtic Sea הים הקלטי Celtic Woman Celtic Woman Celtic deities קטגוריה:אלים קלטיים Celtic languages קטגוריה:שפות קלטיות Celtic languages שפות קלטיות Celtic languages תבנית:שפות קלטיות Celtic music מוזיקה קלטית Celtic mythology מיתולוגיה קלטית Celtic mythology קטגוריה:מיתולוגיה קלטית Celtic people קטגוריה:קלטים CelticFrostIntothePandemonium.jpg קובץ:Cf2.jpg Celtis australis מיש דרומי Celts קלטים Celâl Bayar ג'לל באייר Cem Uzan ג'ם אוזן Cemach Feldstein צמח פלדשטיין Cemal Gürsel ג'מל גירסל Cement צמנט Cemeteries קטגוריה:בתי קברות Cemeteries by country קטגוריה:בתי קברות לפי מדינה Cemeteries in Berlin קטגוריה:ברלין: בתי קברות Cemeteries in Egypt קטגוריה:בתי קברות במצרים Cemeteries in France קטגוריה:בתי קברות בצרפת Cemeteries in Georgia קטגוריה:גאורגיה: בתי קברות Cemeteries in Germany קטגוריה:גרמניה: בתי קברות Cemeteries in Israel קטגוריה:קברים ובתי קברות בארץ ישראל Cemeteries in Italy קטגוריה:בתי קברות באיטליה Cemeteries in Jerusalem קטגוריה:ירושלים: קברים ובתי קברות Cemeteries in Poland קטגוריה:בתי קברות בפולין Cemeteries in Virginia קטגוריה:וירג'יניה: בתי קברות Cemeteries in the Netherlands קטגוריה:הולנד: בתי קברות Cemeteries in the United Kingdom קטגוריה:בתי קברות בבריטניה Cemeteries in the United States קטגוריה:ארצות הברית: בתי קברות Cemetery בית קברות Cenacle חדר הסעודה האחרונה Cenobitic monasticism קוינוביון Cenomanian קנומן Cenotaph אנדרטה Cenote סנוטה Cenozoic קטגוריה:קנוזואיקון Cenozoic קנוזואיקון Cenozoic graphical timeline תבנית:קנוזואיקון Cenozoic life קטגוריה:יצורים שנכחדו מעידן הקנוזואיקון Censorinus סנסורינוס Censors קטגוריה:צנזורים Censorship צנזורה Censorship קטגוריה:צנזורה Censorship by country קטגוריה:צנזורה לפי מדינה Censorship by religion קטגוריה:צנזורה לפי דת Censorship in Christianity קטגוריה:צנזורה בנצרות Censorship in Iran צנזורה באיראן Censorship in Iran קטגוריה:צנזורה באיראן Censorship in Islam קטגוריה:צנזורה באסלאם Censorship in Israel חופש הביטוי#חופש הביטוי בישראל Censorship in Israel קטגוריה:צנזורה בישראל Censorship in Judaism קטגוריה:צנזורה ביהדות Censorship in the Soviet Union קטגוריה:צנזורה בברית המועצות Censorship in the United States קטגוריה:צנזורה בארצות הברית Census מפקד אוכלוסין Censuses קטגוריה:מפקדי אוכלוסין Cent סנט Centaur קנטאור Centaurea דרדר Centaurea cyanus דרדר כחול Centaurus קטגוריה:קבוצת הכוכבים קנטאור Centaurus קנטאור Centenarians קטגוריה:אישים שהגיעו לגיל מאה Centennial Hall אולם המאה בוורוצלב Centennial Olympic Stadium האצטדיון האולימפי סנטניאל Center מרכז Center סנטר Center for Advanced Judaic Studies מרכז למחקרי יהדות מתקדמים Center for Consciousness Operations המרכז למבצעי תודעה Center for Human Dignity מוזיאון הסובלנות Center for Jewish Art המרכז לאמנות יהודית Center for Jewish-Christian Understanding and Cooperation המרכז להבנה ושיתוף פעולה יהודי-נוצרי Center for Middle East Policy פורום סבן Center for Women's Justice מרכז צדק לנשים Center of Jewish Studies Shanghai המרכז ללימודי יהדות בשאנגחאי Center of gravity מרכז מסה Center of origin מרכז תפוצה Centers for Disease Control and Prevention המרכזים לבקרת מחלות ומניעתן Centimetre סנטימטר Centimetre–gram–second system of units יחידות cgs Centimorgan סנטימורגן Centipede נדלים Centipede game משחק מרבה-הרגליים Centipedes קטגוריה:נדלים Cento צ'נטו Central Administrative Okrug המחוז האדמיניסטרטיבי המרכזי Central Africa מרכז אפריקה Central Africa FA.png קובץ:Central Africa FA.gif Central African Republic הרפובליקה המרכז-אפריקאית Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית Central African Republic at the Olympics הרפובליקה המרכז אפריקאית במשחקים האולימפיים Central African Republic at the Paralympics הרפובליקה המרכז אפריקאית במשחקים הפאראלימפיים Central African Republic basketball players קטגוריה:כדורסלני הרפובליקה המרכז אפריקאית Central African Republic footballers קטגוריה:הרפובליקה המרכז אפריקאית: כדורגלנים Central African Republic national basketball team נבחרת הרפובליקה המרכז אפריקאית בכדורסל Central African Republic national football team נבחרת הרפובליקה המרכז אפריקאית בכדורגל Central African Republic people קטגוריה:הרפובליקה המרכז אפריקאית: אישים Central African Republic templates קטגוריה:תבניות ניווט - הרפובליקה המרכז אפריקאית Central Agency for Jewish Emigration in Vienna הלשכה המרכזית להגירת יהודים Central America אמריקה המרכזית Central America קטגוריה:אמריקה המרכזית Central America Los Altos לוס אלטוס Central American agouti אגוטי מרכז-אמריקני Central American river turtle צב נהרות מרכז אמריקני Central American snapping turtle צב נשכן מרכז אמריקאי Central Anatolia Region מרכז אנטוליה Central Arava Regional Council מועצה אזורית הערבה התיכונה Central Arava Regional Council קטגוריה:מועצה אזורית הערבה התיכונה Central Arava Regional Council תבנית:מועצה אזורית הערבה התיכונה Central Asia מרכז אסיה Central Asia קטגוריה:מרכז אסיה Central Asian Shepherd Dog כלב רועים אסייתי Central Bank of Aruba הבנק המרכזי של ארובה Central Bank of Bahrain הבנק המרכזי של בחריין Central Bank of Belize הבנק המרכזי של בליז Central Bank of Bolivia הבנק המרכזי של בוליביה Central Bank of Brazil הבנק המרכזי של ברזיל Central Bank of Honduras הבנק המרכזי של הונדורס Central Bank of Kuwait הבנק המרכזי של כווית Central Bank of Liberia הבנק המרכזי של ליבריה Central Bank of Libya הבנק המרכזי של לוב Central Bank of Russia הבנק המרכזי של הפדרציה הרוסית Central Bank of Syria הבנק המרכזי של סוריה Central Bank of West African States הבנק המרכזי של מדינות מערב אפריקה Central Bank of the Islamic Republic of Iran הבנק המרכזי של איראן Central Bureau of Investigation לשכת החקירות המרכזית של הודו Central Clinical Hospital בית החולים הקליני המרכזי של נשיא רוסיה Central Command פיקוד המרכז Central Command קטגוריה:פיקוד המרכז Central Committee of Fatah הוועד המרכזי של פתח Central Committee of Polish Jews הוועד המרכזי של יהודי פולין Central Council of Jews in Germany המועצה המרכזית של יהודי גרמניה Central District מחוז המרכז Central District קטגוריה:מחוז המרכז Central District תבנית:מחוז המרכז Central Election Commission of the Russian Federation ועדת הבחירות המרכזית של רוסיה Central Elections Committee ועדת הבחירות המרכזית Central Equatoria אקווטוריה התיכונה Central Europe מרכז אירופה Central European Time CET Central Executive Committee of the Soviet Union הוועד הפועל המרכזי של ברית המועצות Central Federal District המחוז הפדרלי המרכזי Central Florida מרכז פלורידה Central Fund of Israel הקרן המרכזית לישראל Central Greece מרכז יוון Central Highlands of Sri Lanka הרמות המרכזיות בסרי לנקה Central Hungary מרכז הונגריה Central Indian campaign of 1858 המערכה במרכז הודו Central Intelligence Agency CIA Central Intelligence Agency קטגוריה:CIA Central Intelligence Agency operations קטגוריה:מבצעי ה-CIA Central Macedonia מרכז מקדוניה Central Office for Jewish Emigration הלשכה המרכזית להגירת יהודים Central Ostrobothnia אוסטרובוטניה המרכזית Central Park סנטרל פארק Central Park קטגוריה:סנטרל פארק Central Park West Historic District קטגוריה:סנטרל פארק וסט Central Post Office Building בית הדואר המרכזי Central Powers מעצמות המרכז Central Rabbinical Congress התאחדות הרבנים Central Radio & TV Tower מגדל הטלוויזיה המרכזי של סין Central Russian dialects ניבים מרכז-רוסיים Central Security Forces כוחות הביטחון המרכזי Central Serbia מרכז סרביה Central Station התחנה המרכזית Central Suriname Nature Reserve שמורת מרכז סורינאם Central Synagogue of Aleppo בית הכנסת המרכזי של חלב Central Tibetan Administration הממשלה הטיבטית הגולה Central Transdanubia מרכז טרנסדנוביה Central Valley סנטרל ואלי Central Zionist Archives הארכיון הציוני המרכזי Central and Western District אזור מרכז ומערב הונג קונג Central bank בנק מרכזי Central banks קטגוריה:בנקים מרכזיים Central business district מרכז עסקים ראשי Central dogma of molecular biology הדוגמה המרכזית של הביולוגיה המולקולרית Central force כוח מרכזי Central heating הסקה מרכזית Central hypoventilation syndrome קללת אונדין Central limit theorem משפט הגבול המרכזי Central line קו סנטרל Central line navbox תבנית:תחנות הרכבת התחתית בלונדון - קו סנטרל Central nervous system מערכת העצבים המרכזית Central pattern generator מחולל תבנית מרכזי Central processing unit מעבד Central processing unit קטגוריה:מעבדים Central sulcus החריץ המרכזי Central tendency מדד מיקום Central vowel תנועות מרכזיות Centralverein deutscher Staatsbürger jüdischen Glaubens האגודה המרכזית של אזרחים גרמנים בני הדת היהודית Central–Mid-Levels escalator and walkway system דרגנוע סנטרל - מיד-לוולס Centre Georges Pompidou מרכז ז'ורז' פומפידו Centre Party מפלגת המרכז Centre Party מפלגת המרכז הגרמנית Centre Point סנטר פוינט Centre-Val de Loire סאנטר-עמק הלואר Centre-Val de Loire קטגוריה:סאנטר-עמק הלואר Centrepiece קישוט מרכז השולחן Centrifugal force כוח צנטריפוגלי Centrifugal governor וסת צנטריפוגלי Centrifuge צנטריפוגה Centriole צנטריול Centripetal force כוח צנטריפטלי Centro Financiero Confinanzas המרכז הפיננסי קונפיננסאס Centro Internacional de Ferias y Congresos de Tenerife המרכז הבינלאומי לירידים וקונגרסים של טנריף Centro di Documentazione Ebraica Contemporanea המכון המרכזי לדוקומנטציה יהודית בת זמננו Centrocaspian Dictatorship הדיקטטורה המרכז-כספית Centrocercus שכווי הלענה Centromere צנטרומר Centrosaurus צנטרוזאורוס Centrosymmetric matrix מטריצה צנטרוסימטרית Centuria קנטוריה Centuries קטגוריה:היסטוריה לפי מאות Centurion צנטוריון Centurion קנטוריון Centurion Card אמריקן אקספרס סנטוריון Century מאה Century Child Century Child Century Series סדרת המאה Century Tower מגדל המאה Century egg ביצת מאה השנים Century of Progress התערוכה העולמית של שיקגו Cenzin משתמש:Cenzin Cephalanthera longifolia סחלבן החורש Cephalic disorder מיקרוצפליה Cephalic index אינדקס ספלי Cephalocarida Cephalocarida Cephalochordate מיתרני ראש Cephalopod סילוניות Cephalopods קטגוריה:סילוניות Cephalorhynchus דולפין קטן Cephalosporin צפלוספורין Cepheid variable משתנה קפאידי Cepheid variables קטגוריה:משתנים קפאידיים Cepheus קפאוס Ceragon סרגון נטוורקס Cerambycidae קטגוריה:יקרוניתיים Ceramic חומר קרמי Ceramic art קטגוריה:פיסול קרמי Ceramic engineering הנדסה קרמית Ceramic glaze גלזורה Cerapoda צרפודה Cerastes עכן Cerastes cerastes עכן חרטומים Cerastes gasperettii עכן גדול Cerastes vipera עכן קטן Ceratitis capitata זבוב הפירות הים תיכוני Ceratobatrachidae צרטובטרצ'ידיים Ceratonia siliqua חרוב Ceratophryidae קרפדות מקרינות Ceratopsia צרטופסים Ceratopsians קטגוריה:צרטופסים Ceratopsidae צרטופסיים Ceratopsids קטגוריה:צרטופסיים Ceratosauria צרטוזאוריה Ceratosaurus צרטוזאורוס Cerbalus מברישימון Cerbalus aravaensis מברישימון הערבה Cerberus קרברוס Cercanías Madrid הרכבת הפרברית של מדריד Cercis siliquastrum כליל החורש Cercle Brugge K.S.V. סרקל ברוז' Cercle Brugge K.S.V. players קטגוריה:כדורגלני סרקל ברוז' Cercle Proudhon חוג פרודון Cercopithecinae גנונים Cercopithecine monkeys קטגוריה:גנונים Cercus גנובתנים Cereal דגנים Cereals קטגוריה:דגניים Cerebellum המוח הקטן Cerebral cortex קליפת המוח Cerebral palsy שיתוק מוחין Cerebral palsy and other paralytic syndromes קטגוריה:שיתוק מוחין ותסמונות שיתוק Cerebroside צרברוזיד Cerebrospinal fluid נוזל המוח והשדרה Cerebrovascular diseases קטגוריה:מחלות כלי הדם של המוח Cerebrum המוח הגדול Ceremonial pipe מקטרת שלום Ceremonial ship launching השקה Ceremonies קטגוריה:טקסים Ceremony טקס Ceremony of the Keys טקס המפתחות Ceremony: Remixes & Rarities Ceremony: Remixes & Rarities Ceres קרס Cereus repandus קובו Cerezo Osaka players קטגוריה:כדורגלני סרזו אוסקה Cerf אייל Cerium צריום Cernavodă צ'רנוודה Cernunnos קרנונוס Ceropegia woodii שעוונית זוחלת Cerpha1 קי Cerrado סראדו Cerro Negro סרו נגרו Cerro Porteño סרו פורטניו Cerro Porteño managers קטגוריה:מאמני סרו פורטניו Cerro Porteño players קטגוריה:כדורגלני סרו פורטניו Certainty ודאות Certainty sidebar תבנית:ודאות Certification mark תווי סימון ותקינה Certified Public Accountant רואה חשבון Certiorari צו עיון מחדש Cerussite צרוסיט Cerveza Quilmes קילמס Cervical cancer סרטן צוואר הרחם Cervical cap כובעון צווארי Cervinae איילי העולם הישן Cervix צוואר הרחם Cervo צ'רבו Cervus אייל Cesar סזאר Cesar Millan סיזר מילאן Cesare Beccaria צ'זארה בקאריה Cesare Borgia צ'זארה בורג'ה Cesare Bovo צ'זארה בובו Cesare Burali-Forti צ'זארה בורלי-פורטי Cesare Lombroso צ'זארה לומברוזו Cesare Maldini צ'זארה מלדיני Cesare Pavese צ'זארה פבזה Cesare Prandelli צ'זרה פראנדלי Cesc Fàbregas ססק פברגאס Cesena צ'זנה Cesilie Carlton ססילי קרלטון Cessetani קוסטנים Cessna ססנה איירקראפט קומפני Cessna 172 ססנה 172 Cestello Annunciation הבשורה מקסטלו Cestius Gallus קסטיוס גאלוס Cestoda שרשורים Cesária Évora סזריה אבורה Cetacea לווייתנאים Cetacea תבנית:לווייתנאים Cetacean stranding החפת לווייתנים Cetaceans קטגוריה:לווייתנאים Cetate Synagogue בית הכנסת במצודה Cetinje צטיניה Cetiosaurus צטיוזאורוס Cetshwayo kaMpande קטשאויו קמפנדה Cetus לווייתן Cetuximab ארביטוקס Ceuta סאוטה Ceuta border fence גדר ההפרדה של סאוטה Ceva's theorem משפט צ'בה Cevdet Sunay ג'וודט סונאי Ceviche סביצ'ה Ceyhan ג'ייהאן Ceyhan River ג'ייהאן Cezar Bolliac צ'זאר בוליאק Cezve ג'זווה Cf CF CfA2 Great Wall CfA2 Great Wall Cfsenel משתמש:Cfsenel ChIP-sequencing ChIP-seq Cha Bum-kun צ'ה בום-קון Cha Du-ri צ'ה דו-רי Cha-cha-cha צ'ה צ'ה צ'ה Chabad חסידות חב"ד Chabad תבנית:חב"ד Chabad house בית חב"ד Chabad messianism פולמוס המשיחיות בחב"ד Chabad mitzvah campaigns עשרת מבצעי הרבי מליובאוויטש Chabad niggunim ניגוני חב"ד Chabad organisations קטגוריה:ארגוני חב"ד Chabad-Lubavitch קטגוריה:חב"ד Chabad-Lubavitch Hasidim קטגוריה:חסידי חב"ד Chabad-Lubavitch rabbis קטגוריה:רבני חב"ד Chabad-Lubavitch texts קטגוריה:כתבי חב"ד Chabad.org Chabad.org Chabazite חבזיט Chabazite-Ca חבזיט Chaber חבר Chabrias כבריאס Chacarera צ'קררה Chacarita Juniors צ'קריטה ג'וניורס Chacarita Juniors footballers קטגוריה:כדורגלני צ'קריטה ג'וניורס Chace Crawford צ'ייס קרופורד Chachapoya culture צ'צ'פויאס Chachersk צ'צ'רסק Chachmei Lublin Yeshiva ישיבת חכמי לובלין Chacma baboon בבון דובי Chaco צ'אקו Chaco Culture National Historical Park הפארק הלאומי ההיסטורי של תרבות צ'אקו Chaco Province צ'אקו Chaco Province קטגוריה:צ'אקו Chaco Resistencia רסיסטנסיה Chaco War מלחמת הצ'אקו Chacoan mara מארת צ'אקו Chacoan naked-tailed armadillo ארמדיל חשוף-זנב צ'אקו Chacoan peccary קטגונוס צ'אקו Chad צ'אד Chad קטגוריה:צ'אד Chad Allen צ'אד אלן Chad Channing צ'אד צ'אנינג Chad Coleman צ'אד קולמן Chad Gadya חד גדיא Chad Hedrick צ'אד הדריק Chad Ho צ'אד הו Chad Kroeger צ'אד קרוגר Chad Michael Murray צ'אד מייקל מאריי Chad Smith צ'אד סמית Chad Taylor צ'ד טיילור Chad at the Olympics צ'אד במשחקים האולימפיים Chad le Clos צ'אד לה קלו Chad national football team נבחרת צ'אד בכדורגל Chadash איסור חדש Chadian military personnel קטגוריה:אנשי צבא צ'אדים Chadian people קטגוריה:צ'אדים Chadian politicians קטגוריה:פוליטיקאים צ'אדים Chadic languages שפות צ'אדיות Chador צ'אדור Chadwick צ'דוויק Chadwick Boseman צ'דוויק בוזמן Chaeremon of Alexandria כאירמון מאלכסנדריה Chaetopelma פרוונית Chaetopelma olivaceum פרוונית שחורה Chaetophractus ארמדיל שעיר Chaff מוץ Chagai משתמש:חגי אדלר Chagar Bazar תל שאע'ר בזאר Chagas disease מחלת צ'אגאס Chagatai צ'אגאטאי Chagatai Khan צ'אגאטאי חאן Chagatai Khanate צ'אגאטאי Chagatai language טורקית צ'אגאטאי Chagres and Fort San Lorenzo מצודת סן לורנסו Chagrin שגרן Chaharmahal and Bakhtiari Province צ'הארמחאל ובח'תיארי Chaharshanbe Suri צ'הארשנבה סורי Chai חי Chai צ'אי Chaim Benveniste חיים בנבנישתי Chaim Berlin חיים ברלין Chaim Elazar Spira חיים אלעזר שפירא Chaim Elozor Wax חיים אלעזר וקס Chaim Gliksberg חיים גליקסברג Chaim Grade חיים גראדה Chaim Halberstam חיים הלברשטאם Chaim Herzog חיים הרצוג Chaim Hezekiah Medini חיים חזקיהו מדיני Chaim Hirschensohn חיים הירשנזון Chaim Kamil חיים קמיל Chaim Kanievsky חיים קניבסקי Chaim Kiewe חיים קיוה Chaim Kreiswirth חיים קרייזווירט Chaim Leib Shmuelevitz חיים שמואלביץ Chaim Levanon חיים לבנון Chaim Menachem Rabin חיים רבין Chaim Michael Dov Weissmandl חיים מיכאל דב ויסמנדל Chaim Mordechai Aizik Hodakov חיים מרדכי אייזיק חודקוב Chaim Mordechai Katz חיים מרדכי קאטץ Chaim Nahum חיים נחום אפנדי Chaim Ozer Grodzinski חיים עוזר גרודזנסקי Chaim Pekeris חיים לייב פקריס Chaim Pinchas Scheinberg חיים פינחס שיינברג Chaim Potok חיים פוטוק Chaim Rabinowitz חיים רבינוביץ Chaim Rapoport חיים רפופורט Chaim Rumkowski מרדכי חיים רומקובסקי Chaim Schneur Zalman Schneersohn חיים שניאור זלמן שניאורסון Chaim Sheba חיים שיבא Chaim Shemesh חיים שמש Chaim Sofer חיים סופר Chaim Soloveitchik חיים הלוי סולובייצ'יק Chaim Soutine חיים סוטין Chaim Topol חיים טופול Chaim Tzvi Teitelbaum חיים צבי טייטלבוים Chaim Walder חיים ולדר Chaim Walkin חיים וואלקין Chaim Weizmann חיים ויצמן Chaim Yaakov Goldvicht חיים יעקב גולדוויכט Chaim Yassky חיים יסקי Chaim Yehoshua Halberstam חיים יהושע הלברשטאם Chaim Yehuda Leib Auerbach חיים יהודה לייב אוירבך Chaim Yisroel Eiss חיים ישראל אייז Chaim Yosef David Azulai חיים יוסף דוד אזולאי Chaim Zanvl Abramowitz חיים זנוויל אברהמוביץ Chaim Zhitlowsky חיים ז'יטלובסקי Chaim Zimmerman חיים צימרמן Chaim ibn Attar חיים בן עטר Chaim of Volozhin חיים מוולוז'ין Chaim-Dovid Saracik חיים דוד סרצ'יק Chain שרשרת Chain Bridge גשר השלשלאות Chain Home צ'יין הום Chain complex קומפלקס שרשרת Chain conveyor מסוע Chain letter מכתב שרשרת Chain rule כלל השרשרת Chain store רשת שיווק Chain-shot קלע שרשרת Chair כיסא Chair קתדרה Chairman יושב ראש Chairman of the Joint Chiefs of Staff יושב ראש המטות המשולבים Chairmen of the Joint Chiefs of Staff קטגוריה:יושבי ראש המטות המשולבים Chairmen of the Presidency of Bosnia and Herzegovina קטגוריה:יושבי ראש נשיאות בוסניה והרצגובינה Chairmen of the Verkhovna Rada קטגוריה:יושבי ראש הראדה העליונה Chairs קטגוריה:כיסאות Chairs of the Federal Reserve קטגוריה:ראשי הבנק הפדרלי Chaise longue שזלונג Chait חייט Chaitanya Mahaprabhu צ'יטניה Chaka Khan צ'אקה קאן Chakotay צ'קוטי Chakra צ'אקרה Chala צ'אלה Chalav Yisrael חלב נוכרי Chalcedon כלקדון Chalcedony כלקדון Chalcid wasp כלצידים Chalcides guentheri נחושית נחשונית Chalcides ocellatus נחושית עינונית Chalcidian League הליגה הכלקידיקית Chalcis כלקיס Chalcolithic התקופה הכלקוליתית Chalcolithic קטגוריה:אתרים כלקוליתיים Chalcolithic Temple of Ein Gedi המקדש הכלקוליתי בעין גדי Chalcopyrite כלקופיריט Chaldea כשדים Chaldene קלדינה Chalet בקתה אלפינית Chalice גביע Chalicothere קליקוטרים Chalk קירטון ChalkZone ארץ הגיר Chalkidiki כלקידיקי Chalkotheke כלקותקה Challah חלה Challah cover כיסוי החלות Challenger צ'לנג'ר Challenger 1 צ'אלנג'ר 1 Challenger 2 צ'אלנג'ר 2 Challenger expedition משלחת צ'לנג'ר Challenge–response authentication פרוטוקול אתגר-מענה Chalom Messas שלום משאש Chalomot Be'aspamia חלומות באספמיה Chalon-sur-Saône שאלון-סור-סון Chamaeleon זיקית Chamber בית הבליעה Chamber צ'יימבר Chamber Orchestra of Europe התזמורת הקאמרית של אירופה Chamber music מוזיקה קאמרית Chamber music compositions קטגוריה:יצירות קאמריות Chamber music groups קטגוריה:הרכבים קאמריים Chamber of Deputies בית הנבחרים של איטליה Chamber of Deputies בית הנבחרים של רומניה Chamber of Deputies of the Parliament of the Czech Republic בית הנבחרים הצ'כי Chamber of Representatives בית הנבחרים Chamber of the Holocaust מרתף השואה Chamber orchestras קטגוריה:תזמורות קאמריות Chamber pot סיר לילה Chamberlain צ'מברליין Chambers צ'יימברס Chambéry שאמברי Chameleon זיקית Chameleon זיקיתיים Chameleon in the Shadow of the Night Chameleon in the Shadow of the Night Chameleons קטגוריה:זיקיות Chametz חמץ Chamillionaire קמיליונר Chamois צפיר האלפים Chamonix שאמוני Chamosite שמוזיט Champ de Mars שאן דה מארס Champa צ'אמפה Champagne קטגוריה:שמפאן Champagne שמפאן ההיסטורית Champagne שמפניה Champagne fairs ירידי שמפאן Champagne glass כוס שמפניה Champagne wine AOCs קטגוריה:שמפניה Champagne-Ardenne קטגוריה:שמפאן-ארדן Champagne-Ardenne שמפאן-ארדן Champaign-Urbana Community Wireless Network רשת אלחוטית קהילתית שמפיין-אורבנה Champaner-Pavagadh Archaeological Park צ'אמפאנר-פאווגאד Champernowne constant קבוע צ'אמפרנאוונה Champion Stadium מתחם עולם הספורט של דיסני Championnat National הליגה הצרפתית השלישית בכדורגל Champs-Élysées שאנז אליזה Chan צ'אן Chan Canasta צ'אן קנסטה Chan Chan צ'אן צ'אן ChanServ ChanServ Chana Orloff חנה אורלוף Chana Schneerson חנה שניאורסון Chanak Crisis משבר צ'נקלה Chanakya צ'אנקיה Chananel ben Chushiel חננאל בן חושיאל Chananya Yom Tov Lipa Teitelbaum חנניה יום טוב ליפא טייטלבוים Chance the Rapper צ'אנס הראפר Chancellor נשיא אוניברסיטה Chancellor צ'נסלור Chancellor of Austria קנצלר אוסטריה Chancellor of Germany קנצלר גרמניה Chancellor of the Exchequer שר האוצר של בריטניה Chancellors of Austria קטגוריה:קנצלרי אוסטריה Chancellors of Germany קטגוריה:קנצלרי גרמניה Chancellors of Germany תבנית:קנצלרים של גרמניה Chancellors of the Exchequer קטגוריה:שרי האוצר של בריטניה Chancroid שנקרואיד Chandelier Chandelier Chandelier נברשת Chandigarh צ'אנדיגאר Chandler צ'נדלר Chandler Bing צ'נדלר בינג Chandler Parsons צ'נדלר פארסונס Chandler Riggs צ'נדלר ריגס Chandra Bahadur Dangi צ'אנדרה בהדור דנגי Chandra Taal צ'אנדרה טאל Chandra Talpade Mohanty צ'נדרה טלפדה מוהנטי Chandra Wilson צ'נדרה וילסון Chandra X-ray Observatory טלסקופ החלל צ'נדרה Chandrasekhar limit גבול צ'נדראסקאר Chandrayaan-1 צ'אנדריאן 1 Chandrika Kumaratunga צ'נדריקה קומרטונגה Chanel שאנל Chanel No. 5 שאנל מספר 5 Chang and Eng Bunker אנג וצ'אנג בנקר Chang'e 1 צ'אנג-אה 1 Chang'e 2 צ'אנג-אה 2 Chang'e 3 צ'אנג-אה 3 Changcheng/news אקטואליה Changchun צ'אנגצ'ון Changchun Yatai F.C. players קטגוריה:כדורגלני צ'אנגצ'ון יאטאי Changdeokgung ארמון צ'אנגדאוקגונג Change שינוי Change management שינוי ארגוני Change of Heart עניינים שבלב Change of variables החלפת משתנה Changes Changes Changing room חדר הלבשה Changing username ויקיפדיה:שינוי שם משתמש Changing username/SUL/Rejected/2 ויקיפדיה:שינוי שם משתמש Changshu צ'אנגשו Changwon צ'נגוון Changyuraptor צ'אנגיורפטור Changüí צ'אנגווי Chania חאניה Channel ערוץ Channel ערוץ תקשורת Channel 1 הערוץ הראשון Channel 1 קטגוריה:הערוץ הראשון Channel 10 ערוץ 10 Channel 10 קטגוריה:ערוץ 10 Channel 2 ערוץ 2 Channel 2 קטגוריה:ערוץ 2 Channel 20 ערוץ 20 Channel 33 ערוץ 33 Channel 4 ערוץ 4 Channel 4 קטגוריה:Channel 4 Channel Dash מבצע קרברוס Channel HOP! ערוץ הופ! Channel Islands איי התעלה Channel Islands קטגוריה:איי התעלה Channel Islands of California איי התעלה של קליפורניה Channel One Cup גביע הערוץ הראשון בהוקי קרח Channel One Cup טורניר הערוץ הראשון הרוסי Channel One Russia הערוץ הראשון Channel Tunnel מנהרת התעלה Channel surfing שלטוט Channel-billed toucan טוקן שחור-מקור Channeled Scablands הרמות המחורצות Channing Frye צ'אנינג פריי Channing Tatum צ'נינג טייטום Chanoch Ehrentreu חנוך ארנטרוי Chanoch Gad Justman חנוך גד יוסטמן Chanoch Henoch Bornsztain חנוך הניך בורנשטיין Chanoch Henoch Eigis חנוך אייגש Chanokh Heynekh HaKohen Levin חנוך הניך הכהן לוין Chanson שאנסון Chanson de geste שירים על מעללי גבורה Chant מזמור Chantal Mouffe שנטל מוף Chantico צ'נטיקו Chantilly שנטילי Chantryjean/edwardiv מלך אנגליה אדוארד הרביעי Chantryjean/lancelot מחזור הוולגטה Chao Phraya River צ'או פראיה Chaos כאוס Chaos theory קטגוריה:תורת הכאוס Chaos theory תורת הכאוס Chaoyang Park פארק צ'או-יאנג Chaoyangsauridae צ'אויאנגזאוריים Chapada dos Veadeiros National Park הפארק הלאומי שפאדה דוס ואדיירוס Chapaev צ'פאייב Chapati צ'פאטי Chapel קפלה Chapel Market שוק צ'פל Chapel of Dzordzor דזורדזור Chapel of the Ascension כנסיית העלייה Chapelle שאפל Chaperone חלבון סוכך Chaperonin שפרון Chaplain–Medic massacre טבח טומאן Chaplin צ'פלין Chapman צ'פמן Chapman Stick סטיק Chapman–Robbins bound חסם צ'פמן-רובינס Chappaquiddick incident פרשת צ'פקווידיק Chapter 24 Chapter 24 Chapterhouse: Dune בית הלשכה חולית Chapters and verses of the Bible חלוקת הפרקים בתנ"ך Chapultepec צ'פולטפק Char B1 שאר B1 Characiformes חריתאים Characiformes קטגוריה:חריתאים Character דמות Character תו Character Map מפת תווים Character actor שחקן אופי Character class דמויות שחקן - משחקי תפקידים Character encoding קטגוריה:קידוד תווים Character encoding קידוד תווים Character table טבלת קרקטרים Characteristic מאפיין של שדה Characteristic function פונקציה אופיינית Characteristic impedance עכבה אופיינית Characteristic polynomial פולינום אופייני Characters in The Hobbit קטגוריה:ההוביט: דמויות Characters in the Odyssey קטגוריה:דמויות באודיסאה Characters of Glee Glee - דמויות Charade חידון בחרוזים Charadriidae חופמיים Charadriidae קטגוריה:חופמיים Charadriiformes חופמאים Charadriiformes קטגוריה:חופמאים Charales נאווניתאים Charango צ'רנגו Charas ג'אראס Charaxes jasius נימפית הקטלב Charb שארב Charbel Makhluf שרבל הקדוש Charcoal פחם עץ Charcot–Bouchard aneurysm מפרצת שארקו-בושאר Charcot–Marie–Tooth disease שארקו-מארי-טות Chard סלק עלים Chardal חרדים לאומיים Chardal קטגוריה:חרדים לאומיים Chardonnay שרדונה Charente-Maritime השראנט הימי Chares כארס Chares of Lindos כארס מלינדוס Chargaff's rules חוקי שרגף Charge הסתערות Charge מטען Charge carrier נושא מטען Charge carrier density צפיפות נושאי מטען Charge conservation חוק שימור המטען החשמלי Charge density צפיפות מטען Charge of the Light Brigade הסתערות הבריגדה הקלה Charge-coupled device CCD Chargino צ'רג'ינו Chargé d'affaires ממונה על היחסים Chari River צ'ארי Charibert I כריברט הראשון Charilaos Trikoupis חרילאוס טריקופיס Charing Cross צ'רינג קרוס Charing Cross Road דרך צ'רינג קרוס Charing Cross railway station תחנת צ'רינג קרוס Charing Cross tube station תחנת הרכבת התחתית צ'רינג קרוס Chariot מרכבה Chariot racing מרוץ מרכבות Charioteer of Delphi הרכב מדלפוי Chariots of Fire מרכבות האש Chariots of the Gods? מרכבות האלים Charisma כריזמה Charitable organizations קטגוריה:קרנות צדקה Charites חאריטות Chariton the Confessor חריטון Charity Wakefield צ'ריטי וייקפילד Charity singles קטגוריה:שירי צדקה Charité שאריטה Charkhi Dadri mid-air collision האסון האווירי בצ'רקהי דאדרי Charlaine Harris שרלין האריס Charlatan שרלטן Charlemagne קרל הגדול Charlene Tilton שרלין טילטון Charleroi שרלרואה Charles צ'ארלס Charles & Eddie צ'ארלס ואדי Charles Albert Gobat שארל אלבר גובאט Charles Albert of Sardinia מלך סרדיניה קרלו אלברטו Charles Alvin Beckwith צ'ארלס בקווית' Charles Ammi Cutter צ'ארלס אמי קטר Charles Anthon צ'ארלס אנתון Charles Anthony Deane צ'ארלס אנתוני דין Charles Aránguiz צ'ארלס אראנגיס Charles Auguste de Bériot שארל דה בריו Charles Augustin Sainte-Beuve שארל-אוגוסטן סנט-בב Charles Augustus FitzRoy צ'ארלס אוגוסטוס פיצרוי Charles Austin צ'ארלס אוסטין Charles Aznavour שארל אזנבור Charles Babbage צ'ארלס בבג' Charles Barkley צ'ארלס בארקלי Charles Baudelaire שארל בודלר Charles Beitz צ'ארלס בייטז Charles Bennett צ'ארלס בנט Charles Ber Chavel חיים דוב שעוועל Charles Berlitz צ'ארלס ברליץ Charles Bolden צ'ארלס בולדן Charles Bonnet שארל בונה Charles Borromeo קארלו בורומאו Charles Boyer שארל בואייה Charles Brackett צ'ארלס בראקט Charles Bridge גשר קארל Charles Bronfman צ'ארלס ברונפמן Charles Bronson צ'ארלס ברונסון Charles Bruck שארל בריק Charles Bukowski צ'ארלס בוקובסקי Charles Burney צ'ארלס ברני Charles Chamberland שארל שמברלן Charles Chesnutt צ'ארלס צ'סנט Charles Clore צ'ארלס קלור Charles Clore Park פארק צ'ארלס קלור Charles Cooley צ'ארלס הורטון קולי Charles Coughlin צ'ארלס קוגלין Charles Coward צ'ארלס קווארד Charles Cowden Clarke צ'ארלס קאודן קלארק Charles Curtis צ'ארלס קרטיס Charles Dance צ'ארלס דאנס Charles Daniels צ'ארלס דניאלס Charles Darwin צ'ארלס דרווין Charles Dawes צ'ארלס דוז Charles Debbas שארל דבאס Charles Dickens צ'ארלס דיקנס Charles Dullin שארל דולן Charles Durning צ'ארלס דרנינג Charles Dutoit שארל דיטואה Charles Eberhard Salomon צ'ארלס סלומון Charles Edward Merriam צ'ארלס מריאם Charles Edward Stuart צ'ארלס אדוארד סטיוארט Charles Enderlin שארל אנדרלן Charles Ernest Beulé שארל בלה Charles Evans Hughes צ'ארלס אוונס יוז Charles Fabry שארל פברי Charles Fairbanks צ'ארלס וורן פיירבנקס Charles Fourier שארל פורייה Charles Francis Richter צ'ארלס ריכטר Charles Frazier צ'ארלס פרייזר Charles Frohman צ'ארלס פרוהמן Charles Garnier שארל גרנייה Charles Gaudichaud-Beaupré שארל גודישו-בופרה Charles George Gordon צ'ארלס גורדון Charles George Wickham צ'ארלס ג'ורג' ויקהאם Charles Glover Barkla צ'ארלס גלובר ברקלה Charles Goodyear צ'ארלס גודייר Charles Gounod שארל גונו Charles Green צ'ארלס גרין Charles Grey צ'ארלס גריי Charles Griffes צ'ארלס גריפס Charles Grodin צ'ארלס גרודין Charles Groves צ'ארלס גרובס Charles Guiteau צ'ארלס גיטו Charles Haanel צ'ארלס הנל Charles Haughey צ'ארלס הוהי Charles Helou שארל חילו Charles Henry Stanley צ'ארלס סטנלי Charles Hermite שארל הרמיט Charles Hoadley צ'ארלס האודלי Charles Huntziger שארל הונציגר Charles I of Albret שארל ד'אלברה Charles I of Austria קיסר אוסטריה קרל הראשון Charles I of England מלך אנגליה צ'ארלס הראשון Charles I of Hungary קארוי רוברט Charles I of Naples מלך נאפולי וסיציליה שארל הראשון Charles II of England מלך אנגליה צ'ארלס השני Charles II of Naples מלך נאפולי שארל השני Charles II of Navarre מלך נווארה שארל השני Charles II of Spain מלך ספרד קרלוס השני Charles III of Navarre מלך נווארה שארל השלישי Charles III of Spain מלך ספרד קרלוס השלישי Charles IV of France מלך צרפת שארל הרביעי Charles IX of France מלך צרפת שארל התשיעי Charles IX of Sweden מלך שוודיה קרל התשיעי Charles Issawi שארל עיסאווי Charles Itandje שארל איטאנדז'ה Charles Ives צ'ארלס אייבס Charles Jaffe צ'ארלס יפה Charles James Fox צ'ארלס ג'יימס פוקס Charles Jean de la Vallée-Poussin שארל דה לה ואלה פוסן Charles Kao צ'ארלס קואן קאו Charles Kelley צ'ארלס קלי Charles Kingsley צ'ארלס קינגסלי Charles Krauthammer צ'ארלס קראוטהאמר Charles Krulak צ'ארלס קרולאק Charles Lanrezac שארל לנרזאק Charles Laughton צ'ארלס לוטון Charles Le Brun שארל לה ברן Charles Lee צ'ארלס לי Charles Lewis צ'ארלס לואיס Charles Liebman ישעיהו ליבמן Charles Lindbergh צ'ארלס לינדברג Charles Louis Alphonse Laveran שארל לואי אלפונס לבראן Charles Luckman צ'ארלס לאקמן Charles Lyell צ'ארלס לייל Charles MacArthur צ'ארלס מקארתור Charles Mackerras צ'ארלס מקקראס Charles Manson צ'ארלס מנסון Charles Martel קרל מרטל Charles Martin Hall צ'ארלס מרטין הול Charles Mast שארל מאס Charles Maurice de Talleyrand-Périgord שארל-מוריס דה טליראן Charles Maurras שארל מוראס Charles Messier שארל מסיה Charles Michel שארל מישל Charles Mingus צ'ארלס מינגוס Charles Morris צ'ארלס מוריס Charles Mortram Sternberg צ'ארלס מורטרם שטרנברג Charles Munch שרל מינש Charles Netter קרל נטר Charles Nicolle שארל ניקול Charles Oakley צ'ארלס אוקלי Charles Pedersen צ'ארלס פדרסן Charles Pellat שארל פלה Charles Perrault שארל פרו Charles Plumier שארל פלומיה Charles Ponzi צ'ארלס פונזי Charles Portis צ'ארלס פורטיס Charles Péguy שארל פגי Charles Ranhofer צ'ארלס רנהופר Charles Ray צ'ארלס ריי Charles Reidpath צ'ארלס ריידפאת' Charles Rennie Mackintosh צ'ארלס רני מקינטוש Charles River צ'ארלס Charles Robberts Swart צ'ארלס רוברטס סווארט Charles Robert Ashbee צ'ארלס רוברט אשבי Charles Rosen צ'ארלס רוזן Charles Royds צ'ארלס רוידס Charles Rushmore צ'ארלס ראשמור Charles Régnier שארל רנייה Charles Sanders Peirce צ'ארלס פרס Charles Schulz צ'ארלס שולץ Charles Scott Sherrington צ'ארלס סקוט שרינגטון Charles Simic צ'ארלס סימיק Charles Simon Clermont-Ganneau שארל קלרמון-גנו Charles Simonyi צ'ארלס סימוני Charles Sobhraj צ'ארלס סובראג' Charles Spencer צ'ארלס ספנסר Charles Stark Draper צ'ארלס סטארק דרייפר Charles Stewart צ'ארלס סטיוארט Charles Stewart Parnell צ'ארלס סטיוארט פרנל Charles Sweeney צ'ארלס סוויני Charles Taylor צ'ארלס טיילור Charles Tegart צ'ארלס טגארט Charles Thomson Rees Wilson צ'ארלס וילסון Charles Tournemire שארל טורנמיר Charles Townes צ'ארלס טאונס Charles Townshend צ'ארלס טאונסנד Charles Trenet שארל טרנה Charles Tupper צ'ארלס טאפר Charles University in Prague אוניברסיטת קארל בפראג Charles V Wall חומת קרל החמישי Charles V of France מלך צרפת שארל החמישי Charles VI of France מלך צרפת שארל השישי Charles VII of France מלך צרפת שארל השביעי Charles VII of Sweden מלך שוודיה קרל השביעי Charles VIII of France מלך צרפת שארל השמיני Charles VIII of Sweden מלך שוודיה קרל השמיני Charles Warren צ'ארלס וורן Charles Whitman צ'ארלס ויטמן Charles Wilkes צ'ארלס וילקס Charles William Wilson צ'ארלס וילסון Charles Winters צ'ארלס וינטרס Charles Wuorinen צ'ארלס וואורינן Charles X Gustav of Sweden מלך שוודיה קרל העשירי גוסטב Charles X of France מלך צרפת שארל העשירי Charles XI of Sweden מלך שוודיה קרל האחד עשר Charles XII of Sweden מלך שוודיה קרל השנים עשר Charles XIII of Sweden מלך שוודיה קרל השלושה עשר Charles XIV John of Sweden מלך שוודיה קרל הארבעה עשר Charles XV of Sweden מלך שוודיה קרל החמישה עשר Charles Xavier Thomas צ'ארלס חאויאר תומאס Charles and Ray Eames צ'ארלס וריי איימס Charles de Bourbon קרדינל דה בורבון שארל הראשון Charles de Gaulle קטגוריה:שארל דה גול Charles de Gaulle שארל דה גול Charles de Gaulle Airport נמל התעופה שארל דה גול Charles the Bald שארל הקירח Charles the Bold דוכס בורגונדיה שארל הראשון Charles the Fat קרל השמן Charles the Simple שארל התם Charles Édouard Guillaume שארל אדואר גיום Charles's law חוק שארל Charles-Augustin de Coulomb שארל-אוגוסטן דה קולון Charles-François Daubigny שארל-פרנסואה דוביני Charles-Marie Widor שארל-מארי וידור Charles-Valentin Alkan שארל-ולנטן אלקאן Charles-Victor Mauguin שארל-ויקטור מוגן Charles-Édouard Brown-Séquard שארל בראון-סקאר Charles-Émile Reynaud אמיל ריינו Charleston צ'ארלסטון Charleston Harbor מפרץ צ'ארלסטון Charleston Open טורניר צ'ארלסטון בסבב ה-WTA Charleston church shooting פיגוע הירי בצ'ארלסטון Charleville-Mézières שרלוויל-מזייר Charley Paddock צ'ארלי פדוק Charley Patton צ'ארלי פטון Charley Taylor צ'ארלי טיילור Charli XCX צ'רלי XCX Charlie Baker צ'ארלי בייקר Charlie Bit My Finger Charlie Bit My Finger Charlie Biton צ'רלי ביטון Charlie Brown Charlie Brown Charlie Brown צ'ארלי בראון Charlie Buchan צ'ארלי באקן Charlie Byrd צ'ארלי בירד Charlie Chalk צ'ארלי צ'וק Charlie Chaplin צ'ארלי צ'פלין Charlie Christian צ'ארלי כריסטיאן Charlie Cox צ'ארלי קוקס Charlie Day צ'ארלי דיי Charlie George צ'ארלי ג'ורג' Charlie Haden צ'ארלי היידן Charlie Hebdo קטגוריה:שרלי הבדו Charlie Hebdo שרלי הבדו Charlie Hebdo shooting הפיגוע במשרדי "שרלי הבדו" Charlie Hickcox צ'ארלס היקוקס Charlie Hunnam צ'ארלי האנם Charlie Jones צ'ארלי ג'ונס Charlie Kaufman צ'ארלי קאופמן Charlie McDermott צ'רלי מקדרמוט Charlie McDonnell צ'ארלי מקדונל Charlie Mulgrew צ'רלי מולגרו Charlie Munger צ'ארלי מאנגר Charlie Nicholas צ'ארלי ניקולס Charlie Parker צ'ארלי פרקר Charlie Roberts צ'ארלי רוברטס Charlie Rose צ'ארלי רוז Charlie Satterthwaite צ'ארלי סאטרתווייט Charlie Sheen צ'ארלי שין Charlie Trotter צ'רלי טרוטר Charlie Ve'hetzi צ'רלי וחצי Charlie Villanueva צ'ארלי וילנואבה Charlie Watts צ'ארלי ווטס Charlie Weber צ'ארלי ובר Charlie Wilson צ'ארלי וילסון Charlie Yankos צ'ארלי ינקוס Charlie Zaa צ'רלי סא Charlie and the Chocolate Factory צ'ארלי בממלכת השוקולד Charlie and the Chocolate Factory צ'ארלי והשוקולדה Charlie and the Great Glass Elevator צ'ארלי ומעופפלית הזכוכית Charlie and the chocolate factory poster2.jpg תמונה:Cacf2.jpg Charlie's Angels המלאכיות של צ'רלי Charlie's Angels: Full Throttle המלאכיות של צ'רלי: בהילוך גבוה Charlison Benschop צ'רליסון בנסחופ Charlize Theron שרליז ת'רון Charlotte שארלוט Charlotte Bobcats players קטגוריה:כדורסלני שארלוט בובקאטס Charlotte Brontë שרלוט ברונטה Charlotte Bühler שרלוטה ביהלר Charlotte Casiraghi שארלוט קסיראגי Charlotte Cooper שארלוט קופר Charlotte Corday שארלוט קורדיי Charlotte Despard שארלוט דספרד Charlotte Gainsbourg שארלוט גינסבורג Charlotte Hornets שארלוט הורנטס Charlotte Hornets head coaches קטגוריה:מאמני שארלוט הורנטס Charlotte Hornets players קטגוריה:כדורסלני שארלוט הורנטס Charlotte Knobloch שרלוטה קנובלוך Charlotte Perrelli שארלוט פרלי Charlotte Rampling שארלוט רמפלינג Charlotte Riley שרלוט ריילי Charlotte Salomon שרלוטה סלומון Charlotte de Berry שרלוט דה ברי Charlotte's Web חוות הקסמים Charlottenburg Palace ארמון שרלוטנבורג Charlottenburg-Wilmersdorf שרלוטנבורג-וילמרסדורף Charlottetown שרלוטטאון Charlton צ'רלטון Charlton Athletic F.C. צ'רלטון את'לטיק Charlton Athletic F.C. players קטגוריה:כדורגלני צ'רלטון את'לטיק Charlton Heston צ'רלטון הסטון Charly צ'ארלי Charly García צ'ארלי גרסיה Charly Gaul שארלי גול Charm quark קווארק קסום Charmaine Hooper צ'רמיין הופר Charmed מכושפות Charmides כארמידס Charon כארון Charophyta נאוניתיות Charoset חרוסת Charpentier שרפנטייה Charsznica חרשניצה Chart גרף Chart יחידה:גרפים Charter צ'ארטר חוקי Charter צ'רטר Charter of the Commonwealth מגילת חבר העמים הבריטי Chartered Chemist כימאי מורשה Chartism התנועה הצ'רטיסטית Chartres שארטר Chartres Cathedral קתדרלת שארטר Chartreuse שארטרז Chartzufim החרצופים Chase צ'ייס Chase Budinger צ'ייס באדינגר Chase Stein צ'ייס סטיין Chase gun תותח מרדף Chasing Amy לרדוף אחרי איימי Chasing Cars Chasing Cars Chasing Mavericks הגלישה הגדולה במאווריקס Chasing Pavements Chasing Pavements Chasing Vermeer המרדף אחר ורמיר Chasmosaurus כסמוזאורוס Chassepot שספו Chastel Rouge שסטל רוז' Chastity belt חגורת צניעות Chaswe Nsofwa צ'אסווה נסופוואה Chaswmsday/Hartsfield–Jackson Atlanta International Airport נמל התעופה הבינלאומי הרטספילד-ג'קסון אטלנטה Chateaubelair שאטובלייר Chatham Historic Dockyard המספנה ההיסטורית בצ'טם Chatham Square כיכר צ'טהאם Chatham Strait מצר צ'טהאם Chatham albatross אלבטרוס צ'אטהאם Chatoyancy תופעת עין החתול Chatroulette צ'אט רולט Chattering lory לורי פטפטן Chatuchak Park פארק צ'אטוצ'אק Chaturanga צ'טורנגה Chaucer's Retraction דברי החרטה של צ'וסר Chauchat שושא Chauna קמיקי Chauncey Billups צ'אנסי בילאפס Chautauqua Opera האופרה של צ'אוטקואה Chautauqua Symphony Orchestra התזמורת הסימפונית של צ'אוטקואה Chauvet Cave מערת שובה Chauvinism שוביניזם Chava Alberstein חוה אלברשטיין Chava Mond חוה מונד Chava Rosenfarb חוה רוזנפרב Chavdar Yankov צ'בדאר ינקוב Chavela Vargas צ'אבלה ורגאס Chavrusa חברותא Chavusy צ'אבוסי Chavín culture צ'אווין Chavín de Huantar צ'אווין דה ואנטאר Chawton צ'וטון Chaya Arbel חיה ארבל Chaya Czernowin חיה צ'רנובין Chaya Mushka Schneerson חיה מושקא שניאורסון Chayanne צ'איאן Chayei Adam חיי אדם Chayei Sarah פרשת חיי שרה Chayey Moharan חיי מוהר"ן Chazakah חזקה Chazal חז"ל Chazal קטגוריה:חז"ל Chazz Palminteri צ'אז פלמינטרי Chaïm Perelman חיים פרלמן Che צ'ה Che ﭺ Che Guevara ארנסטו צ'ה גווארה Che Guevara קטגוריה:צ'ה גווארה Cheap talk דיבור זול Cheaper by the Dozen 12 במחיר 1 Cheat שקר Cheat sheet שליף Cheating in video games צ'יט Chebarkul צ'ברקול Cheboksary צ'בוקסרי Chebotarev's density theorem משפט הצפיפות של צ'בוטרב Cheburashka צ'בורשקה Chebyshev filter מסנני צ'בישב Chebyshev polynomials פולינומי צ'בישב Chebyshev's inequality אי-שוויון צ'בישב Chebyshev's sum inequality אי-שוויון הסכומים של צ'בישב Chebyshev's theorem משפט צ'בישב Chechen language צ'צ'נית Chechen people קטגוריה:צ'צ'נים Chechen wars קטגוריה:העימות הרוסי - צ'צ'ני Chechens צ'צ'נים Chechnya צ'צ'ניה Chechnya קטגוריה:צ'צ'ניה Check שח Check It Out Check It Out Check Point צ'ק פוינט Check digit ספרת ביקורת Check on It Check on It CheckUser ויקיפדיה:בודק Checkered elephant shrew ארכף משובץ Checkmate מט Checkpoint Charlie צ'ק פוינט צ'ארלי Checksum סיכום ביקורת Ched Evans צ'ד אוונס Cheddar cheese צ'דר Cheder תלמוד תורה Chedorlaomer כדרלעומר Cheech & Chong צ'יץ' וצ'ונג Cheek לחי Cheek to Cheek Cheek to Cheek Cheer pheasant פסיון ואליש Cheerios effect אפקט צ'יריוס Cheerleading עידוד Cheers Cheers Cheers חופשי על הבר Cheese Cheese Cheese גבינה Cheese קטגוריה:גבינה Cheese dishes קטגוריה:מאכלי גבינה Cheese knife סכין גבינה Cheesecake עוגת גבינה Cheeselouise User:Cheeselouise Cheesemaking גבן Cheeses קטגוריה:גבינות Cheeta צ'יטה Cheetah ברדלס Chef שף Chef Aid עזרה לשף Chef Aid: The South Park Album Chef Aid: The South Park Album Chef salad סלט השף Chefchaouen שפשאוון Chefs קטגוריה:שפים Cheikh Raymond רמונד לריס Cheilinus תפאר Cheirogaleidae למורים צמריים Cheka צ'קה Chekhov צ'כוב Chekhovskiye Medvedi צסק"א מוסקבה Chekka שכא Cheklevara משתמש:צ'כלברה Chelation כלציה Chelev איסור אכילת חלב Chelicerata בעלי כליצרות Chelidae נטויי צוואר Chelli Goldenberg חלי גולדנברג Chelmsford צ'למספורד Cheloniidae צבים ימיים Cheloniidae תבנית:צבי ים Chelsea צ'לסי Chelsea Bridge גשר צ'לסי Chelsea Clinton צ'לסי קלינטון Chelsea F.C. צ'לסי Chelsea F.C. קטגוריה:מועדון הכדורגל צ'לסי Chelsea F.C. managers קטגוריה:מאמני צ'לסי Chelsea F.C. players קטגוריה:כדורגלני צ'לסי Chelsea FC.svg תמונה:Chelsea crest.png Chelsea Girl Chelsea Girl Chelsea Kane צ'לסי סטאוב Chelsea Manning צ'לסי מאנינג Cheltenham צ'לטנהאם Chelyabinsk צ'ליאבינסק Chelyabinsk קטגוריה:צ'ליאבינסק Chelyabinsk Oblast צ'ליאבינסק Chelyabinsk Tractor Plant מפעל הטרקטורים Chelyabinsk meteor פגיעת המטאור ברוסיה Chelydra צב נשכן Chelydridae צבים נשכניים Chelydridae קטגוריה:צבים נשכניים Chelydridae תבנית:צבים נשכניים Chelyuskin צ'ליוסקין Chem תבנית:Chem Chembox תבנית:תרכובת Chemi Shalev חמי שלו Chemical Abstracts Service Chemical Abstracts Service Chemical Society האגודה הכימית Chemical Weapons Convention אמנת הנשק הכימי Chemical affinity אפיניות Chemical bond קשר כימי Chemical bonding קטגוריה:קשרים כימיים Chemical bonds תבנית:קשרים כימיים Chemical classification הרכב כימי Chemical companies קטגוריה:יצרני כימיקלים Chemical companies of Israel קטגוריה:תעשייה כימית בישראל Chemical compound תרכובת Chemical compounds קטגוריה:תרכובות Chemical element יסוד כימי Chemical elements קטגוריה:יסודות כימיים Chemical energy אנרגיה כימית Chemical engineering הנדסת כימיה Chemical engineering קטגוריה:הנדסת כימיה Chemical engineers קטגוריה:מהנדסי כימיה Chemical equilibrium שיווי משקל כימי Chemical formula כתיב כימי Chemical formulas קטגוריה:כתיב כימי Chemical kinetics קטגוריה:קינטיקה כימית Chemical kinetics קינטיקה כימית Chemical physics פיזיקה כימית Chemical polarity קוטביות Chemical potential פוטנציאל כימי Chemical properties קטגוריה:תכונות כימיות Chemical reaction תגובה כימית Chemical reactions קטגוריה:תגובות כימיות Chemical reactor ריאקטור Chemical revolution המהפכה הכימית Chemical species צורון כימי Chemical structure מבנה כימי Chemical substance כימיקל Chemical synthesis סינתזה Chemical tanker מכלית כימיקלים Chemical toilet בית שימוש כימי Chemical weapon נשק כימי Chemical weapons קטגוריה:נשק כימי Chemical weapons attacks קטגוריה:תקיפות בנשק כימי Chemical weapons in World War I לוחמת גז במלחמת העולם הראשונה Chemin de ronde שמין דה רונד Cheminformatics כימואינפורמטיקה Chemist כימאי Chemistro כמיסטרו Chemistry כימיה Chemistry פורטל:כימיה Chemistry קטגוריה:כימיה Chemistry World Chemistry World Chemistry education הוראת כימיה Chemistry infobox templates קטגוריה:תבניות פרמטריות - כימיה Chemistry journals קטגוריה:כתבי עת לכימיה Chemistry societies קטגוריה:כימיה: אגודות מקצועיות Chemistry stubs קטגוריה:קצרמר כימיה Chemistry templates קטגוריה:תבניות ניווט - כימיה Chemistry/Selected picture פורטל:כימיה/תמונה נבחרת/גלריה Chemists קטגוריה:כימאים Chemists by nationality קטגוריה:כימאים לפי מוצא Chemists from Georgia קטגוריה:כימאים גאורגים Chemnitz קמניץ Chemnitzer FC פ.צ. קמניצר Chemnitzer FC players קטגוריה:כדורגלני פ.צ. קמניצר Chemokine כימוקין Chemophobia כימופוביה Chemosh כמוש Chemotaxis כימוטקסיס Chemotherapy כימותרפיה Chemtrail conspiracy theory כמטרייל Chen אווז לבן Chen Aharoni חן אהרוני Chen Guangcheng צ'ן גואנגצ'נג Chen Reiss חן רייס Chen Shui-bian צ'ן שואי-ביאן Chen Weixing צ'ן ויישינג Chen-Ning Yang צ'ן נינג יאנג Chenab River צ'נאב Chendo צ'נדו Cheney צ'ייני Chengde Mountain Resort אתר הנופש ההררי והמקדשים שסביבו בצ'נגדה Chengdu צ'נגדו Chengdu Aircraft Industry Group קבוצת התעשייה האווירית צ'נגדו Chengdu J-10 צ'נגדו J-10 Chengdu J-20 צ'נגדו J-20 Chengyang Bridge גשר רוח-גשם בשנגיאנג Chenla צ'נלה Chennai צ'נאי Chennaiyin FC צ'נאיין Chennaiyin FC players קטגוריה:כדורגלני צ'נאיין Chenopodiaceae סלקיים Chenopodium כף-אווז Chenopodium album כף אווז לבנה Chephirah הכפירה Chepry משתמש:Chepry Cheque המחאה Chequers צ'קרס Cher שר Cher Lloyd שר לויד Cher Wang צ'ר ואנג Cherasco קראסקו Cherbourg Project ספינות שרבורג Cherbourg-Octeville שרבור Cherenkov detector גלאי צ'רנקוב Cherenkov radiation קרינת צ'רנקוב Cherethites and Pelethites הכרתי והפלתי Cherie Lunghi שרי לונגי Cherifian Anthem המנון מרוקו Cherimoya אנונת הכלאיים Cherkaski Mavpy צ'רקסקי מנקיז Cherkasy צ'רקאסי Cherkasy Oblast צ'רקאסי Cherkasy Oblast קטגוריה:מחוז צ'רקאסי Cherkasy Oblast Kamianka קמיאנקה Cherkessk צ'רקסק Chernihiv צ'רניהיב Chernihiv Oblast צ'רניהיב Chernihiv Oblast קטגוריה:מחוז צ'רניהיב Chernihiv Oblast Semenivka סמניבקה Chernivtsi צ'רנוביץ Chernivtsi Oblast צ'רנוביץ Chernivtsi Oblast קטגוריה:מחוז צ'רנוביץ Chernobyl חסידות צ'רנוביל Chernobyl צ'רנוביל Chernobyl קטגוריה:חצרות בית צ'רנוביל Chernobyl Nuclear Power Plant תחנת הכוח הגרעינית צ'רנוביל Chernobyl disaster אסון צ'רנוביל Chernobyl disaster קטגוריה:אסון צ'רנוביל Chernobyl liquidators ליקווידטור Chernoff bound אי-שוויון צ'רנוף Chernomorets צ'רנומורץ Chernyakhovsk צ'רניאחובסק Cherokee צ'רוקי Cherokee language צ'רוקי Cherry צ'רי Cherry Jones שרי ג'ונס Cherry blossom סאקורה Cherry gun תותח דובדבן Cherry picking קטיף דובדבנים Cherry tomato עגבניית שרי Cherríe Moraga שרי מורגה Chersky צ'רסקי Chersonesus חרסונסוס Cherub כרוב Cherusci כרוסקים Chervil תמכה Chervonoarmiisk פוליני Chervonohrad צ'רבונוהראד Chervyen’ צ'רוון Cheryl שריל קול Cheryl Barnes שריל בארנס Cheryl Bentov שריל בנטוב Cheryl Ford שריל פורד Ches88 משתמש:Ches Chesapeake Bay מפרץ צ'ספיק Chesapeake Bay Retriever צ'סאפיק ביי רטריבר Chesapeake–Leopard Affair תקרית צ'סאפיק-ליאופרד Cheshin חשין Cheshire צ'שייר Cheshire קטגוריה:צ'שייר Cheshire Cat Cheshire Cat Cheshire Cat חתול צ'שייר Cheshire cheese גבינת צ'שייר Cheshvan חשוון Cheshvan קטגוריה:חשוון Cheskis~enwiki user:Cheskis Chess פורטל:שחמט Chess קטגוריה:שחמט Chess שחמט Chess תבנית:ערכי שחמט Chess FIDE Masters קטגוריה:אמני פיד"ה Chess International Masters קטגוריה:אמנים בינלאומיים Chess Olympiad אולימפיאדת השחמט Chess Olympiad competitors קטגוריה:שחמטאים שהשתתפו באולימפיאדת השחמט Chess Olympiads קטגוריה:אולימפיאדת שחמט Chess Records צ'ס רקורדס Chess Titans Chess Titans Chess blindness עיוורון שחמטאי Chess boxing שח איגרוף Chess by country קטגוריה:שחמט לפי מדינה Chess checkmates קטגוריה:מטים בשחמט Chess clock שעון שחמט Chess competitions קטגוריה:תחרויות שחמט Chess composers קטגוריה:פרובלמאים Chess diagram תבנית:שחמט Chess endgame סיום Chess games קטגוריה:משחקי שחמט Chess grandmasters קטגוריה:רבי אמנים Chess in Armenia קטגוריה:ארמניה: שחמט Chess in Bulgaria קטגוריה:בולגריה: שחמט Chess in Europe קטגוריה:אירופה: שחמט Chess in France קטגוריה:צרפת: שחמט Chess in Germany קטגוריה:גרמניה: שחמט Chess in Greece קטגוריה:יוון: שחמט Chess in Hungary קטגוריה:הונגריה: שחמט Chess in Israel קטגוריה:ישראל: שחמט Chess in Latvia קטגוריה:לטביה: שחמט Chess in Russia קטגוריה:רוסיה: שחמט Chess in Spain קטגוריה:ספרד: שחמט Chess in Switzerland קטגוריה:שווייץ: שחמט Chess in Turkey קטגוריה:טורקיה: שחמט Chess in Yugoslavia קטגוריה:יוגוסלביה: שחמט Chess in the Netherlands קטגוריה:הולנד: שחמט Chess in the United Kingdom קטגוריה:בריטניה: שחמט Chess in the United States קטגוריה:ארצות הברית: שחמט Chess master שחמטאי Chess middlegame מציעה Chess navigational boxes קטגוריה:תבניות ניווט - שחמט Chess officials קטגוריה:עסקני שחמט Chess opening פתיחה Chess openings ספר:פתיחות שחמט Chess openings קטגוריה:פתיחות שחמט Chess people קטגוריה:אנשי השחמט Chess pieces קטגוריה:כלי שחמט Chess players קטגוריה:שחמטאים Chess players by nationality קטגוריה:שחמטאים לפי מוצא Chess players from Georgia קטגוריה:שחמטאים גאורגים Chess problem בעיית שחמט Chess problems קטגוריה:בעיות שחמט Chess puzzle חידת שחמט Chess rules קטגוריה:חוקי השחמט Chess templates קטגוריה:תבניות שחמט Chess theory קטגוריה:תאוריית שחמט Chess titles קטגוריה:שחמטאים בעלי דרגה בינלאומית Chess tournament systems קטגוריה:שיטות דירוג תחרויות שחמט Chess variants קטגוריה:וריאציות שחמט Chess woman International Masters קטגוריה:אמנים בינלאומיים לנשים Chess woman grandmasters קטגוריה:רבי אמנים לנשים Chess/Last week פורטל:שחמט Chess/Next week פורטל:שחמט Chess960 שחמט 960 Chessboard לוח שחמט Chest of drawers שידה Chest pain כאב חזה Chest radiograph צילום חזה Chest trauma קטגוריה:פציעות בבית החזה Chester צ'סטר Chester Arthur צ'סטר ארתור Chester Arthur קטגוריה:צ'סטר ארתור Chester Beatty Library ספריית צ'סטר ביטי Chester Bennington צ'סטר בנינגטון Chester Carlson צ'סטר קרלסון Chester Nimitz צ'סטר נימיץ Chestnut hair שיער שטני Chestnut-mandibled toucan טוקן חום-סנטר Chesty Puller לואיס "צ'סטי" פולר Chet Atkins צ'ט אטקינס Chet Baker צ'ט בייקר Chetniks צ'טניקים Chetumal צ'טומל Chevra חברה Chevra kadisha חברה קדישא Chevrolet קטגוריה:שברולט Chevrolet שברולט Chevrolet Camaro שברולט קמארו Chevrolet Corvette שברולט קורבט Chevrolet Cruze שברולט קרוז Chevron שברון Chevron Corporation שברון Chevrotain איילוניים Chevrotains קטגוריה:איילוניים Chevy Chase צ'בי צ'ייס Chewbacca צ'ובאקה Chewing gum מסטיק Chewing gum קטגוריה:מסטיקים CheyTac Intervention CheyTac Intervention Cheyenne שאיין Cheyenne Mountain Complex הבונקר הגרעיני בהר שאיין Chełm חלם Chełm Chalk Tunnels מנהרות הגיר של חלם Chełm County Świerże שווייז'ה Chełmno extermination camp חלמנו Chełmno extermination camp קטגוריה:חלמנו Chełmno nad Nerem חלמנו על הנר Chhatrapati Shivaji International Airport נמל התעופה בומביי צ'הטרפטי שיוואג'י Chhatrapati Shivaji Terminus railway station תחנת צ'האטראפאטי שיוואג'י Chhattisgarh צ'האטיסגאר Chi חי Chi כי Chi Rho כי רו Chi-squared כי בריבוע Chi-squared distribution התפלגות כי בריבוע Chi-squared test מבחן כי בריבוע Chia Pet ראש דשא Chiang צ'יאנג Chiang Kai-shek צ'יאנג קאי שק Chiang Kai-shek Memorial Hall אנדרטת צ'יאנג קאי שק Chiang Mai צ'יאנג מאי Chiang Mai International Airport נמל התעופה הבינלאומי של צ'יאנג מאי Chiang Mai University אוניברסיטת צ'יאנג מאי Chiang Peng-lung צ'יינג פנג-לנג Chiang Rai צ'יאנג ראי Chiang Rai International Airport נמל התעופה הבינלאומי של צ'יאנג ראי Chianti קיאנטי Chiapas צ'יאפס Chiapas קטגוריה:צ'יאפס Chiapas conflict המרד בצ'יאפס Chiara Appendino קיארה אפנדינו Chiara Banchini קיארה באנקיני Chiara Margarita Cozzolani קיארה מרגריטה קוצולאני Chiara Siracusa קיארה סירקוזה Chiaroscuro קיארוסקורו Chiasmus תקבולת מוצלבת Chiatura צ'יאתורה Chiatura Municipality נפת צ'יאתורה Chiayi ג'יאיי Chiba Chiba צ'יבה Chiba Ichikawa איצ'יקאווה Chiba Prefecture צ'יבה Chibok צ'יבוק Chibok schoolgirls kidnapping חטיפת הנערות בניגריה Chic Hecht שיק הכט Chica vampiro צ'יקה ומפירו Chicago שיקגו Chicago "L" הרכבת העילית של שיקגו Chicago Assyrian Dictionary Chicago Assyrian Dictionary Chicago Bears שיקגו ברס Chicago Blackhawks שיקגו בלאקהוקס Chicago Board of Trade בורסת הנגזרות של שיקגו Chicago Botanic Garden הגן הבוטני של שיקגו Chicago Boys נערי שיקגו Chicago Bulls שיקגו בולס Chicago Bulls head coaches קטגוריה:מאמני שיקגו בולס Chicago Bulls players קטגוריה:כדורסלני שיקגו בולס Chicago Children's Museum מוזיאון הילדים של שיקגו Chicago Convention on International Civil Aviation אמנת שיקגו Chicago Cubs שיקגו קאבס Chicago Fire Soccer Club שיקגו פייר Chicago Fire Soccer Club players קטגוריה:כדורגלני שיקגו פייר Chicago History Museum מוזיאון ההיסטוריה של שיקגו Chicago Hope שיקגו הופ Chicago Loop הלופ Chicago North Shore and Milwaukee Railroad מסילת אזור החוף הצפוני של שיקגו ומילווקי Chicago Pullman פולמן Chicago River שיקגו Chicago Sky שיקגו סקיי Chicago Stags שיקגו סטאגס Chicago Stock Exchange הבורסה לניירות ערך בשיקגו Chicago Sun-Times שיקגו סאן-טיימס Chicago Symphony Orchestra התזמורת הסימפונית של שיקגו Chicago Theatre תיאטרון שיקגו Chicago Tribune שיקגו טריביון Chicago Water Tower מגדל המים של שיקגו Chicago White Sox שיקגו וייט סוקס Chicago blues הבלוז של שיקגו Chicago metropolitan area המטרופולין של שיקגו Chicago metropolitan area קטגוריה:המטרופולין של שיקגו Chicago school אסכולת שיקגו Chichen Itza צ'יצ'ן איצה Chichen Itza El Castillo פירמידת אל קסטיליו Chichester Psalms מזמורי צ'יצ'סטר Chichicastenango צ'יצ'יקסטננגו Chick Corea צ'יק קוריאה Chick culling מגרסת אפרוחים Chick flick סרט בנות Chick sexing מיון אפרוחים Chicken שפן Chicken תרנגול הבית Chicken Dance ריקוד הציפורים Chicken Invaders פלישת התרנגולות Chicken Little צ'יקן ליטל Chicken Run מרד התרנגולים Chicken as food בשר עוף Chicken breeds קטגוריה:גזעי תרנגולים Chicken coop לול Chicken fight קרב תרנגולים Chicken or the egg פרדוקס הביצה והתרנגולת Chicken paprikash פפריקש עוף Chicken soup מרק עוף Chicken tikka masala עוף טיקה מסאלה Chicken-n-Beer Chicken-n-Beer Chickenfoot צ'יקנפוט Chickenlittlemcgiposter.jpg תמונה:Chicken little poster.jpg Chickenpox אבעבועות רוח Chickens as pets תרנגולות כחיות מחמד Chiclayo צ'יקלאיו Chico Buarque שיקו בוארקי Chico Rei שיקו רי Chico Xavier שיקו שביאר Chicxulub crater מכתש צ'יקשולוב Chief צ'יף Chief Dan George צ'יף דן ג'ורג' Chief Directorate of Intelligence of the Ministry of Defence of Ukraine מינהל המודיעין הכללי של משרד ההגנה האוקראיני Chief Executive of Hong Kong ראש הרשות המבצעת של הונג קונג Chief Justice of the United States נשיא בית המשפט העליון של ארצות הברית Chief Justices of the Supreme Court of Israel קטגוריה:נשיאי בית המשפט העליון Chief Justices of the United States קטגוריה:נשיאי בית המשפט העליון של ארצות הברית Chief Minister of Gibraltar ראש השרים של גיברלטר Chief Mountain הר צ'יף Chief Rabbi רב ראשי Chief Rabbi of Russia הרבנות הראשית לרוסיה Chief Rabbinate of Israel הרבנות הראשית לישראל Chief Seattle צ'יף סיאטל Chief Secretaries of Hong Kong קטגוריה:המזכיר הכללי של הונג קונג Chief compliance officer קצין ציות Chief executive officer מנהל כללי Chief executive officers קטגוריה:מנכ"לים Chief information officer מנהל מערכות מידע Chief justices קטגוריה:נשיאי בתי משפט Chief mate קצין ראשון Chief minister ראש השרים Chief of General Staff ראש המטה הכללי Chief of Naval Operations ראש המבצעים הימיים Chief of Staff Medal of Appreciation אות הערכה מטעם הרמטכ"ל Chief of Staff of the United States Air Force ראש מטה חיל האוויר של ארצות הברית Chief of Staff of the United States Army ראש מטה צבא ארצות הברית Chief of the Defence Staff ראש מטה ההגנה Chief of the General Staff ראש המטה הכללי Chief of the General Staff תבנית:ראשי המטה הכללי של הצבא הבריטי Chief physician מנהל מחלקה Chief rabbis קטגוריה:רבנים ראשיים Chief rabbis of France קטגוריה:רבנים ראשיים של צרפת Chief rabbis of Israel קטגוריה:רבנים ראשיים לישראל Chief rabbis of Jerusalem קטגוריה:ירושלים: רבנים ראשיים Chief rabbis of Tel Aviv קטגוריה:תל אביב-יפו: רבנים Chief rabbis of cities קטגוריה:רבני יישובים Chief rabbis of cities in Israel קטגוריה:רבני ערים בישראל Chief rabbis of the Ottoman Empire קטגוריה:נושאי משרת חכם באשי Chief rabbis of the United Kingdom קטגוריה:רבנים ראשיים של בריטניה Chief science officer מדען ראשי Chief technology officer מנהל טכנולוגיות ראשי Chiefdom משטר צ'יף Chiefs of Naval Operations קטגוריה:ראשי המבצעים הימיים Chiefs of Staff of the Israel Defense Forces קטגוריה:ראשי המטה הכללי Chiefs of Staff of the Israel Defense Forces תבנית:רמטכ"לים Chiefs of Staff of the United States Air Force קטגוריה:ראשי המטה של חיל האוויר של ארצות הברית Chiefs of staff קטגוריה:מפקדי צבאות סדירים בעת החדשה Chieftain צ'יפטיין Chien-Shiung Wu טשין-שיונג וו Chiesanuova קייזאנואובה Chieti קייטי Chiffon שיפון Chigorin Defense הגנת צ'יגורין Chihuahua צ'יוואווה Chihuahua קטגוריה:צ'יוואווה Chihuahua City צ'יוואווה ChikagoDeCuba משתמש:ChikagoDeCuba Chikilidae תולענים הודיים Chikungunya Chikungunya Chilabothrus angulifer בואה קובני Child ילדות Child צ'יילד Child 44 ילד 44 Child Soldiers International הקואליציה להפסקת השימוש הצבאי בילדים חיילים Child abduction קטגוריה:חטיפת ילדים Child abuse התעללות בילדים Child benefit קצבת ילדים Child classical musicians קטגוריה:ילדי פלא במוזיקה קלאסית Child contact centre מרכז קשר Child custody משמורת ילדים Child development התפתחות גופנית בינקות Child in Time Child in Time Child labour העסקת ילדים Child mortality תמותת ילדים Child of Man Ditte דיטה בת-אדם Child prodigy ילד פלא Child safety קטגוריה:בטיחות ילדים Child safety seat מושב בטיחות Child sexual abuse התעללות מינית בילדים Child suicide bombers in the Israeli–Palestinian conflict תמונת התינוק המחופש למחבל מתאבד Child support מזונות Child welfare קטגוריה:רווחת הילד Child welfare in Israel קטגוריה:ישראל: רווחת הילד Child's Play משחק ילדים Childbirth לידה Childe Hassam צ'יילד האסאם Childe Roland to the Dark Tower Came רולנד האציל אל המגדל האפל קרב Childebert כילדבר Childebert I כילדבר הראשון Childebert III כילדבר השלישי Childeric I כילדריק הראשון Childfree אלהורות Childhood קטגוריה:ילדות Childhood absence epilepsy אפילפסיה של ניתוקים בילדות Childhood deities קטגוריה:אלילי ילדות Childhood disintegrative disorder הפרעת ילדות דיסאינטגרטיבית Childhood goddesses קטגוריה:אלות ילדות Childhood obesity השמנת יתר בקרב ילדים Children קטגוריה:ילדים Children in the Holocaust ילדים בשואה Children in the Holocaust קטגוריה:ילדים בשואה Children in war קטגוריה:ילדים במלחמה Children of Bodom Children of Bodom Children of Dune ילדי חולית Children of Gebelawi בני שכונתנו Children of Jacob קטגוריה:בני יעקב Children of Jacob תבנית:בני יעקב Children of Men הילדים של מחר Children of Paradise ילדי גן העדן Children of Presidents of the United States קטגוריה:ילדי נשיאי ארצות הברית Children of a Lesser God ילדים חורגים לאלוהים Children of national leaders קטגוריה:ילדי מנהיגי מדינות Children of the Corn ילדי התירס Children of the Mind ילדי המחשבה Children of the Sun ילדי השמש Children's Crusade מסע הצלב של הילדים Children's Games משחקי ילדים Children's Hospital of Philadelphia בית החולים לילדים של פילדלפיה Children's Peace Monument אנדרטת השלום של הילדים Children's anime and manga קודומו Children's books קטגוריה:ספרי ילדים ונוער Children's clothing בגדי ילדים Children's games קטגוריה:משחקי ילדים Children's hospitals קטגוריה:בתי חולים לילדים Children's literature ספרות ילדים Children's literature קטגוריה:ספרות ילדים ונוער Children's magazines קטגוריה:עיתוני ילדים ונוער Children's museum מוזיאון ילדים Children's museums קטגוריה:מוזיאוני ילדים Children's music קטגוריה:מוזיקה לילדים Children's poets קטגוריה:משוררי ילדים Children's programming on ABC Television ABC Kids Children's python פיתון צ'ילדרן Children's rights קטגוריה:זכויות הילד Children's song שיר ילדים Children's songs קטגוריה:שירי ילדים Children's television networks קטגוריה:ערוצי טלוויזיה לילדים Children's television series קטגוריה:סדרות טלוויזיה לילדים Children's theatre קטגוריה:תיאטרון ילדים ונוער Children's writers קטגוריה:סופרי ילדים ונוער Childress צ'ילדרס Chile צ'ילה Chile קטגוריה:צ'ילה Chile Castro קסטרו Chile Concepción קונספסיון Chile La Serena לה סרנה Chile Los Ángeles לוס אנחלס Chile Lota לוטה Chile Salamanca סלמנקה Chile Santiago קטגוריה:סנטיאגו דה צ'ילה Chile Sewell סוול Chile at the Olympics צ'ילה במשחקים האולימפיים Chile at the Paralympics צ'ילה במשחקים הפאראלימפיים Chile national basketball team נבחרת צ'ילה בכדורסל Chile national football team נבחרת צ'ילה בכדורגל Chile national football team managers קטגוריה:מאמני נבחרת צ'ילה בכדורגל Chile national football team navigational boxes קטגוריה:סגלי נבחרת צ'ילה בכדורגל Chile squad 2004 Copa América תבנית:נבחרת צ'ילה בקופה אמריקה 2004 Chile squad 2007 Copa América תבנית:נבחרת צ'ילה בקופה אמריקה 2007 Chile squad 2010 FIFA World Cup תבנית:נבחרת צ'ילה במונדיאל 2010 Chile squad 2011 Copa América תבנית:נבחרת צ'ילה בקופה אמריקה 2011 Chile squad 2014 FIFA World Cup תבנית:נבחרת צ'ילה במונדיאל 2014 Chile squad 2015 Copa América תבנית:נבחרת צ'ילה בקופה אמריקה 2015 Chile squad Copa América Centenario תבנית:נבחרת צ'ילה בקופה אמריקה 2016 Chile templates קטגוריה:תבניות ניווט - צ'ילה Chileab כלאב Chilean Central Valley העמק המרכזי של צ'ילה Chilean Coast Range רכס החוף Chilean Jews קטגוריה:יהודים צ'יליאנים Chilean Ministers of Defense קטגוריה:שרי ההגנה של צ'ילה Chilean War of Independence תהליך העצמאות של צ'ילה Chilean artists קטגוריה:אמנים צ'יליאנים Chilean chess players קטגוריה:שחמטאים צ'יליאנים Chilean communists קטגוריה:קומוניסטים צ'יליאנים Chilean cuisine קטגוריה:המטבח הצ'יליאני Chilean culture קטגוריה:צ'ילה: תרבות Chilean dolphin דולפין צ'יליאני Chilean flamingo פלמינגו צ'יליאני Chilean footballers קטגוריה:כדורגלנים צ'יליאנים Chilean literature קטגוריה:ספרות צ'יליאנית Chilean military officers קטגוריה:אנשי צבא צ'יליאנים Chilean music קטגוריה:מוזיקה צ'יליאנית Chilean musicians קטגוריה:מוזיקאים צ'יליאנים Chilean people קטגוריה:צ'יליאנים Chilean physicians קטגוריה:רופאים צ'יליאנים Chilean poets קטגוריה:משוררים צ'יליאנים Chilean politicians קטגוריה:פוליטיקאים צ'יליאנים Chilean scientists קטגוריה:מדענים צ'יליאנים Chilean singers קטגוריה:זמרים צ'יליאנים Chilean skua חמסן צ'יליאני Chilean sportspeople קטגוריה:ספורטאים צ'יליאנים Chilean transition to democracy היסטוריה עכשווית של צ'ילה Chilean writers קטגוריה:סופרים צ'יליאנים Chilecito צ'ילסיטו Chile–Israel relations יחסי ישראל-צ'ילה Chilga צ'ילגה Chili צ'ילי Chili con carne צ'ילי קון קרנה Chili pepper פלפלת צ'ילי Chilia branch תעלת כיליה Chill Wills צ'יל וילס Chill-out music צ'יל אאוט Chillon Castle טירת שיון Chills צמרמורת Chillul Hashem חילול השם Chillum צ'ילום Chilocorus bipustulatus מושית נקודתיים Chilon of Sparta כילון איש ספרטה Chilonis כילוניס Chiloé Archipelago קטגוריה:צ'ילואה Chiloé Island צ'ילואה Chilpancingo צ'ילפנסינגו Chilperic כילפריק Chilperic I כילפריק הראשון Chilperic I of Burgundy מלך בורגונדיה כילפריך הראשון Chiltan ibex יעל צ'ילטאני Chim-Nir Aviation כים ניר Chimaera כימראים Chimamanda Ngozi Adichie צ'יממנדה נגוזי אדיצ'יה Chimborazo צ'ימבורסו Chimen Abramsky שמעון אברמסקי Chimera כימרה Chimera of Arezzo הכימרה מארצו Chimezie Mbah צ'ימאזי מבה Chimichurri צ'ימיצ'ורי Chimney ארובה Chimney Sweeps Islands צ'ימני סוויפס Chimney sweep מנקה ארובות Chimpanzee שימפנזה Chimpanzee–human last common ancestor אב קדמון משותף אדם-שימפנזה Chin סנטר China China China הרפובליקה העממית של סין China פורטל:סין China קטגוריה:סין China Agricultural University Gymnasium אולם הספורט של האוניברסיטה לחקלאות של סין China Airlines צ'יינה איירליינס China Anne McClain צ'יינה איין מקליין China Central Television הטלוויזיה המרכזית של סין China Construction Bank בנק סין לבניין China Danxia דנשיה הסינית China Development Bank הבנק לפיתוח סין China Eastern Airlines צ'יינה איסטרן איירליינס China FA.png קובץ:China FA.gif China Mobile צ'יינה מובייל China National Petroleum Corporation CNPC China National Space Administration מינהל החלל הסיני China Northern Airlines Flight 6136 טיסה 6136 של צ'יינה נורת'רן איירליינס China Pavilion at Epcot סין China Radio International הרדיו הבינלאומי של סין China Southern Airlines צ'יינה סאות'רן איירליינס China and the United Nations סין באומות המאוחדות China at the Olympics סין במשחקים האולימפיים China at the Paralympics סין במשחקים הפאראלימפיים China in World War II קטגוריה:סין במלחמת העולם השנייה China location map templates קטגוריה:תבניות מיפוי לפי מדינות: סין China men's national basketball team נבחרת סין בכדורסל China national football team נבחרת סין בכדורגל China national football team managers קטגוריה:מאמני נבחרת סין בכדורגל China national football team navigational boxes קטגוריה:סגלי נבחרת סין בכדורגל China seismic intensity scale סולם ליידו China squad 2002 FIFA World Cup תבנית:נבחרת סין במונדיאל 2002 China stubs קטגוריה:קצרמר סין China templates קטגוריה:תבניות ניווט - סגלי נבחרת סין China women's national basketball team נבחרת סין בכדורסל נשים China women's national football team נבחרת סין בכדורגל נשים Chinandega צ'יננדגה Chinatown צ'יינהטאון Chinatown צ'יינטאון China–Israel relations יחסי ישראל-סין China–Japan relations קטגוריה:יחסי יפן-סין China–Turkey relations יחסי טורקיה-סין China–United Kingdom relations קטגוריה:יחסי בריטניה-סין China–United States relations יחסי ארצות הברית-סין Chincha Islands War מלחמת ספרד-אמריקה הדרומית Chinchilla צ'ינצ'ילה Chinchilla rat חולדות צ'ינצ'יל Chinchillidae צ'ינצ'יליים Chinchillidae קטגוריה:צ'ינצ'יליים Chindōgu צ'ינדוגו Chine מנשק זוויתי Chinese סינית Chinese Basketball Association ליגת ה-CBA Chinese Civil War מלחמת האזרחים הסינית Chinese Civil War קטגוריה:מלחמת האזרחים הסינית Chinese Crested Dog סיני מצויץ Chinese Exclusion Act חוק הדרת הסינים Chinese House הבית הסיני בסנסוסי Chinese New Year ראש השנה הסינית Chinese Righteous Among the Nations קטגוריה:סינים חסידי אומות העולם Chinese Rites controversy המחלוקת על הטקסים הסיניים Chinese Super League ליגת העל הסינית בכדורגל Chinese Super League תבנית:ליגת העל הסינית Chinese Taipei at the Olympics הרפובליקה הסינית במשחקים האולימפיים Chinese Taipei at the Paralympics הרפובליקה הסינית במשחקים הפאראלימפיים Chinese Taipei men's national basketball team נבחרת טאיוואן בכדורסל Chinese Taipei national football team נבחרת טאיוואן בכדורגל Chinese Taipei women's national football team נבחרת טאיוואן בכדורגל נשים Chinese Wikipedia ויקיפדיה הסינית Chinese actors קטגוריה:שחקני קולנוע וטלוויזיה סינים Chinese admirals קטגוריה:אדמירלים סינים Chinese aircraft carrier Liaoning ליאונינג Chinese alligator אליגטור סיני Chinese architects קטגוריה:אדריכלים סינים Chinese art אמנות סינית Chinese artists קטגוריה:אמנים סינים Chinese astronomers קטגוריה:אסטרונומים סינים Chinese athletes קטגוריה:אתלטים סינים Chinese basketball players קטגוריה:כדורסלנים סינים Chinese billionaires קטגוריה:מיליארדרים סינים Chinese bronzeware קטגוריה:כלי ברונזה סינים Chinese calendar לוח השנה הסיני Chinese characters כתב סיני Chinese checkers דמקה סינית Chinese chess players קטגוריה:שחמטאים סינים Chinese classifier מילת ספירה Chinese clergy קטגוריה:אנשי דת סינים Chinese crocodile lizard לטאה תנינית סינית Chinese cuisine המטבח הסיני Chinese cuisine קטגוריה:המטבח הסיני Chinese culture קטגוריה:סין: תרבות Chinese dissidents קטגוריה:מתנגדי משטר סינים Chinese dragon דרקון סיני Chinese dramatists and playwrights קטגוריה:מחזאים סינים Chinese economic reform הרפורמה בכלכלת סין Chinese emperors קטגוריה:קיסרי סין Chinese explorers קטגוריה:מגלי ארצות סינים Chinese ferret-badger גירית סמורית סינית Chinese film directors קטגוריה:במאי קולנוע סינים Chinese films קטגוריה:סרטים סיניים Chinese footballers קטגוריה:כדורגלנים סינים Chinese garden גן סיני Chinese giant salamander סלמנדרת ענק סינית Chinese goral גוראל סיני Chinese hamster אוגר סיני Chinese historians קטגוריה:היסטוריונים סינים Chinese intelligence agencies קטגוריה:קהילת המודיעין של הרפובליקה העממית של סין Chinese inventions קטגוריה:סין: המצאות Chinese ironclad Dingyuan אוניית המערכה דינגיואן Chinese journalists קטגוריה:עיתונאים סינים Chinese jump rope גומי Chinese knotting קשירה סינית Chinese language קטגוריה:שפות סיניות Chinese language שפות סיניות Chinese literature ספרות סינית Chinese literature קטגוריה:ספרות סינית Chinese marriage נישואים סיניים Chinese martial artists קטגוריה:אמני לחימה סינים Chinese military aircraft קטגוריה:מטוסי קרב מתוצרת סין Chinese mountain cat חתול מדבר סיני Chinese musicians קטגוריה:מוזיקאים סינים Chinese mythology אגדות סיניות Chinese mythology קטגוריה:מיתולוגיה סינית Chinese name תבנית:שם סיני Chinese numerals ספרות סיניות Chinese painters קטגוריה:ציירים סינים Chinese pangolin פנגולין סיני Chinese people קטגוריה:סינים Chinese people by occupation קטגוריה:סינים לפי מקצוע Chinese philosophers קטגוריה:פילוסופים סינים Chinese philosophy פילוסופיה סינית Chinese philosophy קטגוריה:פילוסופיה סינית Chinese physicists קטגוריה:פיזיקאים סינים Chinese pianists קטגוריה:פסנתרנים סינים Chinese poets קטגוריה:משוררים סינים Chinese politicians קטגוריה:פוליטיקאים סינים Chinese pottery קטגוריה:חרסינה סינית Chinese remainder theorem משפט השאריות הסיני Chinese room החדר הסיני Chinese scientists קטגוריה:מדענים סינים Chinese singers קטגוריה:זמרים סינים Chinese softshell turtle צב רך סיני Chinese space program תוכנית החלל הסינית Chinese spoon כף סינית Chinese sportspeople קטגוריה:ספורטאים סינים Chinese swimmers קטגוריה:שחיינים סינים Chinese table tennis players קטגוריה:שחקני טניס שולחן סינים Chinese temple מקדש סיני Chinese water torture עינוי סיני Chinese whispers טלפון שבור Chinese white dolphin סוסא גיבן Chinese women's footballers קטגוריה:כדורגלניות סיניות Chinese writers קטגוריה:סופרים סינים Chinese yuan יואן Chinese-language songs קטגוריה:שירים בסינית Ching Shih צ'ינג שי Chinghiz Aitmatov צ'ינגיז אייטמטוב Chinguetti שינגטי Chinkara צבי הודי Chinle Formation תצורת צ'ינלה Chino XL Chino XL Chinon שינון Chinook צ'ינוק Chinook wind רוח צ'ינוק Chinstrap penguin פינגווין רצועת הסנטר Chinua Achebe צ'ינואה אצ'בה Chioggia קיוג'ה Chione קיאונה Chios כיוס Chios massacre טבח כיוס Chip צ'יפ Chip 'n Dale Rescue Rangers יחידת ההצלה של צ'יפ ודייל Chip 'n' Dale צ'יפ ודייל Chip log מד מהירות ימי פשוט Chipa לחמניית גבינה Chipmunk טמיאס Chipmunkdavis/Singapore סינגפור Chippendale צ'יפנדייל Chipset ערכת שבבים Chiptune צ'יפ מיוזיק Chiquititas קטנטנות Chiquititas: Rincón de luz קטנטנות: הסרט Chirality כיראליות Chiricahua Mountains הרי צ'יריקאווה Chiriquí David דויד Chirocephalidae זימרגליים Chiron כיירון Chironomidae ימשושיים Chironomidae קטגוריה:ימשושיים Chironomus ימשוש Chiropractic כירופרקטיקה Chiropractor כירופרקט Chiroptera תבנית:עטלפים Chirp Chirp Chirpan צ'ירפאן Chisel אזמל Chishmy צ'ישמי Chislehurst צ'יזלהרסט Chistopol צ'יסטופול Chiswick צ'יזוויק Chita צ'יטה Chita Oblast צ'יטה Chita Oblast קטגוריה:צ'יטה Chita State Academy of Medicine האקדמיה הממלכתית לרפואה Chital אייל נקוד Chitas חת"ת Chitin כיטין Chiton כיטון Chiton families קטגוריה:רב לוחיתאים Chitonidae קטגוריה:כתונתיים Chitons קטגוריה:כיטונאים Chittagong צ'יטגונג Chitty Chitty Bang Bang צ'יטי צ'יטי בנג בנג Chitwan National Park הפארק הלאומי צ'יטוואן Chiune Sugihara צ'יאונה סוגיהארה Chivalric order מסדר אבירות Chivalric orders קטגוריה:מסדרי אבירות Chivas Regal שיבס ריגל Chivas USA מועדון דפורטיבו צ'יבאס ארצות הברית Chivas USA players קטגוריה:כדורגלני צ'יבאס ארצות הברית Chives שום העירית Chivu Stoica קיבו סטויקה Chiwetel Ejiofor צ'יווטל אגיופור Chișinău קטגוריה:קישינב Chișinău קישינב Chkhalta צ'חאלתה Chkhartishvili צ'חארטישווילי Chkhorotsqu צ'חורוצקו Chkhorotsqu Municipality נפת צ'חורוצקו Chlamydia infection כלמידיה Chlamydosaurus חרדון הצווארון Chlamydotis חוברה Chlamyphoridae ארמדיליים Chlewey משתמש:Chlewey Chlodio כלודיו Chlodomer כלודומר Chloe קלואי Chloe Lukasiak קלואי לוקסיאק Chloe O'Brian קלואי או'בריאן Chlorambucil כלורמבוציל Chloramphenicol כלורמפניקול Chlorate כלורט Chlorella כלורלה Chloric acid חומצה כלורית Chloride כלוריד Chlorides קטגוריה:כלורידים Chlorine כלור Chlorine dioxide כלור דו-חמצני Chlorite group קבוצת הכלוריט Chloritoid כלוריטואיד Chlorocebus קוף ירוק Chloroflexus aurantiacus Chloroflexus Chloroform כלורופורם Chlorophyceae אצות ירוקניות Chlorophyll כלורופיל Chlorophyta אצות ירוקיות Chloroplast כלורופלסט Chlorpromazine כלורפרומאזין Chlorzoxazone מוסקול Chlothar I כלותאר הראשון Chloë Grace Moretz קלואי גרייס מורץ Chloë Sevigny קלואי סביני Chmielnik חמיילניק Chmielnik חמילניק Choapa צ'ואפה Choapa Province צ'ואפה Choapa River צ'ואפה Chobham armour צ'ובהם Chobits צ'וביטס Chobot משתמש:Chobot Chochana Boukhobza שושנה בוקובזה Chochopk משתמש:Chochopk Chocky צ'וקי Chocolat שוקולד Chocolate קטגוריה:שוקולד Chocolate שוקולד Chocolate Salty Balls Chocolate Salty Balls Chocolate brownie חומיות Chocolate cake עוגת שוקולד Chocolate chip שבבי שוקולד Chocolate chip cookie עוגיית שוקולד צ'יפס Chocolate desserts קטגוריה:קינוחי שוקולד Chocolate fountain מזרקת שוקולד Chocolate liqueurs קטגוריה:ליקרים בטעם שוקולד Chocolate milk שוקו Chocolate spread ממרח שוקולד Chocolate syrup סירופ שוקולד Chocolate truffle טראפל Chocolate-coated marshmallow treats קרמבו Chocolate-on-white ware משפחת שוקולד על לבן Chocolatier שוקולטייר Chodecz חודץ' Chodel חודל Choe Yong-rim צ'וי יונג-רים Chofetz Chaim חפץ חיים Choga Mami צ'וגה מאמי Chogha Mish צ'וגה מיש Chogha Zanbil צ'וגה זנביל Choi צ'וי Choi Hong Hi צ'וי הונג הי Choi Hong-man הונג מן צ'וי Choibalsan צ'ויבלסאן Choice בחירה Choir בית המקהלה Choir מקהלה Choirboy נער מקהלה Choirs קטגוריה:מקהלות Choirs of children קטגוריה:מקהלות ילדים ונערים Chok l'Yisrael חוק לישראל Choke עמוק בגרון Choke ring antenna אנטנת טבעת חנק Chokehold חניקה Chokha צ'וחה Chokhatauri צ'וחטאורי Chokhatauri Municipality נפת צ'וחטאורי Chokladboll כדור שוקולד Chol HaMoed חול המועד Cholecystectomy כריתת כיס המרה Cholecystitis דלקת כיס המרה Cholecystography כולציסטוגרפיה Cholecystokinin כוליציסטוקינין Cholent חמין Cholera כולרה Cholera vaccine חיסון נגד כולרה Cholesky decomposition פירוק שולסקי Cholesteatoma כולסטאתומה Cholesterol כולסטרול Cholet Basket שולה באסקט Cholet Basket players קטגוריה:כדורסלני שולה באסקט Cholic acid חומצה כולית Choline כולין Choloki River צ'ולוכי Choluteca Choluteca צ'ולוטקה Chomp משחק צ'ומפ Chomsky חומסקי Chomsky hierarchy ההיררכיה של חומסקי Chomsky normal form הצורה הנורמלית של חומסקי Chondrichthyes דגי סחוס Chondrocalcinosis שיגדון מדומה Chondrodite כונדרודיט Chondroitin sulfate כונדרויטין סולפט Chondropathies קטגוריה:מחלות סחוס Chongjin צ'ונגג'ין Chongoni Rock Art Area אתרי אמנות הסלע בצ'ונגוני Chongqing צ'ונגצ'ינג Chongqing Lifan F.C. players קטגוריה:כדורגלני צ'ונצ'ינג ליפאן Chop Suey! Chop Suey! Chopin שופן Chopped liver כבד קצוץ Chopper מקצץ Chopping tool מקצץ Chopsticks אצבעות קסם Chopsticks מקלות אכילה Choquequirao צ'וקקיראו Choral conductors קטגוריה:מנצחי מקהלות Chorale כוראל Chorale Roanne Basket קוראל רואן באסקט Chorale Roanne Basket players קטגוריה:כדורסלני קוראל רואן Chorath נחל פרת#עין קלט Chorazin כורזים Chord אקורד Chord Overstreet קורד אוברסטריט Chord progression מהלך הרמוני Chordal graph גרף מיתרי Chordate מיתרניים Chordates קטגוריה:מיתרניים Chordophone כלי קורדופוני Chordophones קטגוריה:כלי מיתר Chords Bridge גשר המיתרים Chorea מחולית Choreia כוראה Choreographers קטגוריה:כוריאוגרפים Choreography כוריאוגרפיה Choreography קטגוריה:כוריאוגרפיה Choricius of Gaza כוריסיוס מעזה Chorionic villus sampling בדיקת סיסי שליה Chorizo צ'וריסו Chornomorsk צ'ורנומורסק Chornyi Ostriv צ'ורני אוסטריב Choro שורו Chorobates כורובאטס Choroid שכבה דמית Chortkiv צ'ורטקוב Chortkov חסידות צ'ורטקוב Chorus כורוס Chorzele חוז'לה Choshen Mishpat חושן משפט Choucroute garnie שוקרוט גארני Chouf District נפת שוף Chouraqui שוראקי Choux pastry בצק רבוך Chovot HaLevavot תורת חובת הלבבות Chow צ'או Chow Chow צ'או צ'או Chow Yun-fat צ'או יון-פאט Chrestomathy מקראה Chris Andersen כריס אנדרסן Chris Anderson כריס אנדרסון Chris Benoit כריס בנואה Chris Bosh כריס בוש Chris Bradley בולט Chris Broderick כריס ברודריק Chris Brown כריס בראון Chris Buck כריס באק Chris Buckley כריס באקלי Chris Christie כריס כריסטי Chris Claremont כריס קלרמונט Chris Colfer כריס קולפר Chris Columbus כריס קולומבוס Chris Coons כריס קונס Chris Cooper כריס קופר Chris Cornell כריס קורנל Chris Daughtry כריס דוטרי Chris Evans כריס אוונס Chris Evert כריס אוורט Chris Farley כריס פארלי Chris Ferguson כריס פרגוסון Chris Froome כריס פרום Chris Gardner כריס גרדנר Chris Griffin כריס גריפין Chris Hadfield כריס הדפילד Chris Hani כריס האני Chris Hemsworth כריס המסוורת' Chris Hoy כריס הוי Chris Jericho כריסטופר אירוויין Chris Jordan כריס ג'ורדן Chris Kaman כריס קיימן Chris Kattan כריס קטן Chris Klein כריס קליין Chris Kyle כריס קייל Chris Lake כריס לייק Chris Lowell כריס לואוול Chris Marker כריס מרקר Chris Martin כריס מרטין Chris Messina כריס מסינה Chris Mullin כריס מאלין Chris Murphy כריס מרפי Chris Noth כריס נות' Chris O'Donnell כריס אודונל Chris Parnell כריס פרנל Chris Paul כריס פול Chris Penn כריס פן Chris Pine כריס פיין Chris Pratt כריס פראט Chris Roberts כריס רוברטס Chris Rock כריס רוק Chris Sarandon כריס סרנדון Chris Smalling כריס סמולינג Chris Squire כריס סקווייר Chris Stewart כריס סטיוארט Chris Stringer כריס סטרינגר Chris Sutton כריס סאטון Chris Taylor כריס טיילור Chris Tomson כריס תומסון Chris Tucker כריס טאקר Chris Van Hollen כריס ואן הולן Chris Walker-Hebborn כריס ווקר-הבורן Chris Watson כריס ווטסון Chris Webber כריס ובר Chris Weitz כריס וייץ Chris Whyte כריס וייט Chris Wilcox כריס וילקוקס Chris Wolstenholme כריס וולסטנהולם Chris Wood כריס ווד Chris de Burgh כריס דה ברג Chris von Saltza כריס וון סלטצה ChrisQvNguyen/sandbox7 ריית'און Chrisballinger/Anomos ביטורנט Chrislk02/archive24 טרור יהודי בישראל Chrismukkah כריסמוכה Chrisrus/Hyena צבועיים Chrissie Wellington כריסי ולינגטון Chrissy9876/Free Culture תרבות חופשית Christ Child ישו הילד Christ Church Cathedral קתדרלת קרייסט צ'רץ' Christ Stopped at Eboli ארץ שכוחת אל Christ and St. Thomas ישו ותומא הקדוש Christ in the House of His Parents ישו בבית הוריו Christ in the House of Martha and Mary ישו בבית מרתה ומרים Christ the Redeemer פסל ישו הגואל Christa Ludwig כריסטה לודוויג Christa McAuliffe כריסטה מקאוליף Christadelphians אחוות ישו Christchurch קטגוריה:קרייסטצ'רץ' Christchurch קרייסטצ'רץ' Christchurch Botanic Gardens הגנים הבוטניים של קרייסטצ'רץ' Christchurch Canterbury Museum מוזיאון קנטרברי Christchurch ChristChurch Cathedral קתדרלת קרייסטצ'רץ' Christendom העולם הנוצרי Christiaan Barnard כריסטיאן בארנרד Christiaan Eijkman כריסטיאן אייקמן Christiaan Huygens כריסטיאן הויגנס Christiaan Snouck Hurgronje סנוק הורחרוניה Christian כריסטיאן Christian Abbiati כריסטיאן אביאטי Christian Anfinsen כריסטיאן אנפינסן Christian Atsu כריסטיאן אטסו Christian Bale כריסטיאן בייל Christian Benteke כריסטיאן בנטקה Christian Bolaños כריסטיאן בולאניוס Christian Camargo כריסטיאן קמרגו Christian Cannabich כריסטיאן קאנאביך Christian Chávez כריסטיאן צ'אווס Christian Clemens כריסטיאן קלמנס Christian Delpech כריסטיאן דלפש Christian Democracy המפלגה הדמוקרטית-נוצרית באיטליה Christian Democratic Union of Germany המפלגה הנוצרית-דמוקרטית הגרמנית Christian Dior כריסטיאן דיור Christian Dior SE כריסטיאן דיור Christian Doppler כריסטיאן אנדראס דופלר Christian Eriksen כריסטיאן אריקסן Christian Ferdinand Abel כריסטיאן פרדיננד אבל Christian Flag הדגל הנוצרי Christian Fuchs כריסטיאן פוקס Christian Gentner כריסטיאן גנטנר Christian Goldbach כריסטיאן גולדבך Christian Gottfried Ehrenberg כריסטיאן גוטפריד אהרנברג Christian Hansen כריסטיאן הנזן Christian Hebraist הבראיזם Christian Herter כריסטיאן הרטר Christian I of Denmark מלך דנמרק כריסטיאן הראשון Christian II of Denmark מלך דנמרק כריסטיאן השני Christian III of Denmark מלך דנמרק כריסטיאן השלישי Christian IV of Denmark מלך דנמרק כריסטיאן הרביעי Christian IX of Denmark מלך דנמרק כריסטיאן התשיעי Christian Identity זהות נוצרית Christian Kabasele כריסטיאן קבאסלה Christian Karembeu כריסטיאן קארמבו Christian Kern כריסטיאן קרן Christian Knorr von Rosenroth כריסטיאן קנור פון רוזנרות Christian Kracht כריסטיאן קראכט Christian Kruik van Adrichem כריסטיאן קראוק ואן אדריכם Christian Lacroix כריסטיאן לקרואה Christian Laettner כריסטיאן לייטנר Christian Lassen כריסטיאן לאסן Christian Le Squer כריסטיאן לה סקר Christian Lell כריסטיאן לל Christian Lindberg כריסטיאן לינדברג Christian Maggio כריסטיאן מאג'ו Christian Morgenstern כריסטיאן מורגנשטרן Christian Mortensen כריסטיאן מורטנסן Christian Nerlinger כריסטיאן נרלינגר Christian Noboa כריסטיאן נובואה Christian Olsson כריסטיאן אולסון Christian Pander כריסטיאן פאנדר Christian Panucci כריסטיאן פאנוצ'י Christian Poulsen כריסטיאן פאולסן Christian Pulisic כריסטיאן פולישיץ' Christian Quarter הרובע הנוצרי Christian Rakovsky כריסטיאן רקובסקי Christian Reif כריסטיאן רייף Christian Rosenkreuz כריסטיאן רוזנקרויץ Christian Samuel Weiss כריסטיאן סמואל וייס Christian Schulz כריסטיאן שולץ Christian Sinding כריסטיאן סינדינג Christian Slater כריסטיאן סלייטר Christian Social Party המפלגה הנוצרית-סוציאלית האוסטרית Christian Sprenger כריסטיאן ספרנגר Christian Taylor כריסטיאן טיילור Christian Tetzlaff כריסטיאן טצלאף Christian Thielemann כריסטיאן תילמן Christian Träsch כריסטיאן טראש Christian V of Denmark מלך דנמרק כריסטיאן החמישי Christian VI of Denmark מלך דנמרק כריסטיאן השישי Christian VII of Denmark מלך דנמרק כריסטיאן השביעי Christian VIII of Denmark מלך דנמרק כריסטיאן השמיני Christian Vande Velde כריסטיאן ואנדה ולדה Christian Vieri כריסטיאן ויירי Christian Wilhelm Allers כריסטיאן וילהלם אלרס Christian Wirth כריסטיאן וירט Christian Wolff כריסטיאן וולף Christian Wulff כריסטיאן וולף Christian Wörns כריסטיאן וורנס Christian X of Denmark מלך דנמרק כריסטיאן העשירי Christian Ziege כריסטיאן ציגה Christian Zionism ציונות נוצרית Christian anarchism אנרכיזם נוצרי Christian apocalyptic writings קטגוריה:ספרים אפוקליפטיים Christian art ציורי התנ"ך Christian art קטגוריה:אמנות נוצרית Christian clergy קטגוריה:אנשי דת נוצרים Christian communism קומוניזם נוצרי Christian d'Oriola כריסטיאן דוריולה Christian de Duve כריסטיאן דה דוב Christian denominations קטגוריה:נצרות: זרמים Christian festivals and holy days קטגוריה:מועדים נוצריים Christian humanism הומניזם נוצרי Christian iconography קטגוריה:איקונוגרפיה נוצרית Christian liturgy קטגוריה:ליטורגיה נוצרית Christian martyrs קטגוריה:מרטירים Christian mission מיסיון Christian missions קטגוריה:מיסיון Christian monasteries קטגוריה:מנזרים נוצריים Christian monasteries by country קטגוריה:מנזרים נוצריים לפי מדינה Christian monasteries in France קטגוריה:צרפת: מנזרים Christian monasteries in Georgia קטגוריה:גאורגיה: מנזרים Christian monasteries in Greece קטגוריה:יוון: מנזרים Christian monasteries in Israel קטגוריה:ארץ ישראל: כנסיות ומנזרים Christian monasteries in Romania קטגוריה:רומניה: מנזרים Christian monasteries in the United Kingdom קטגוריה:בריטניה: מנזרים Christian monasticism נזיר Christian monasticism קטגוריה:נזירות נוצרית Christian monks קטגוריה:נזירים Christian monks from Palestine קטגוריה:נזירים נוצרים בארץ ישראל Christian music קטגוריה:מוזיקה כנסייתית Christian mythology מיתולוגיה נוצרית Christian mythology קטגוריה:מיתולוגיה נוצרית Christian orders קטגוריה:מסדרים נוצרים Christian organizations קטגוריה:ארגונים נוצריים Christian philosophy פילוסופיה נוצרית Christian philosophy קטגוריה:פילוסופיה נוצרית Christian prayer קטגוריה:תפילות נוצריות Christian songs קטגוריה:שירי דת נוצריים Christian symbols קטגוריה:סמלים נוצריים Christian the lion כריסטיאן האריה Christian theologians קטגוריה:תאולוגים נוצרים Christian theology קטגוריה:תאולוגיה נוצרית Christian theology תאולוגיה נוצרית Christiane Amanpour כריסטיאן אמנפור Christiane F. כריסטיאנה פ. Christiane Legrand כריסטיאן לגראן Christiane Martel כריסטיאן מרטל Christiane Nüsslein-Volhard כריסטיאנה ניסליין-פולהרד Christiane Rochefort כריסטיאן רושפור Christiania כריסטיאניה Christianity נצרות Christianity ספר:נצרות Christianity פורטל:נצרות Christianity קטגוריה:נצרות Christianity תבנית:נצרות Christianity and Judaism הפולמוס היהודי-נוצרי Christianity and Judaism תבנית:יחסים בין היהדות והנצרות Christianity and antisemitism אנטישמיות נוצרית Christianity and homosexuality להט"ב ונצרות Christianity in Ethiopia קטגוריה:נצרות באתיופיה Christianity in Israel הנוצרים בישראל Christianity in Israel קטגוריה:נצרות בארץ ישראל Christianity in Lebanon נוצרים בלבנון Christianity in Romania קטגוריה:רומניה: נצרות Christianity navigational boxes קטגוריה:תבניות ניווט - נצרות Christianity stubs קטגוריה:קצרמר נצרות Christians קטגוריה:נוצרים Christians of the Crusades קטגוריה:צלבנים Christie כריסטי Christie Brinkley כריסטי ברינקלי Christie's כריסטי'ס Christillin/Mach e centrifuga עקרון מאך Christillin/gravitational waves כבידה#גלי כבידה Christina Aguilera Christina Aguilera Christina Aguilera כריסטינה אגילרה Christina Aguilera קטגוריה:כריסטינה אגילרה Christina Aguilera תבנית:כריסטינה אגילרה Christina Aguilera albums קטגוריה:אלבומי כריסטינה אגילרה Christina Aguilera discography דיסקוגרפיה של כריסטינה אגילרה Christina Aguilera songs קטגוריה:שירי כריסטינה אגילרה Christina Applegate כריסטינה אפלגייט Christina Cole כריסטינה קול Christina Grimmie כריסטינה גרימי Christina Hendricks כריסטינה הנדריקס Christina Hoff Sommers כריסטינה הוף סומרס Christina Milian כריסטינה מילאן Christina Moore כריסטינה מור Christina Nilsson כריסטינה נילסון Christina Noble כריסטינה נובל Christina Perri כריסטינה פרי Christina Ricci כריסטינה ריצ'י Christina Romer כריסטינה רומר Christina Rossetti כריסטינה רוזטי Christina Schwanitz כריסטינה שוואניץ Christina Stead כריסטינה סטד Christina Stürmer כריסטינה שטירמר Christina the Astonishing כריסטינה המופלאה Christine כריסטין Christine כריסטינה Christine Arron כריסטין ארון Christine Baranski כריסטין ברנסקי Christine Chapel כריסטין צ'אפל Christine Jorgensen כריסטין יורגנסן Christine Lagarde כריסטין לגארד Christine Lahti כריסטין לאטי Christine Ohuruogu כריסטין אוהורוגו Christine Quinn כריסטין קווין Christine Sinclair כריסטין סינקלייר Christine Taylor כריסטין טיילור Christine de Pizan קריסטין דה פיזאן Christmas חג המולד Christmas קטגוריה:חג המולד Christmas Eve ערב חג המולד Christmas Island אי חג המולד Christmas Island חג המולד Christmas Island red crab סרטן אדום של אי חג המולד Christmas Kisses Christmas Kisses Christmas Lights Christmas Lights Christmas Oratorio אורטוריה לחג המולד Christmas cake עוגת חג המולד Christmas dinner ארוחת חג המולד Christmas films קטגוריה:סרטי חג המולד Christmas food קטגוריה:מאכלי חג המולד Christmas lights אורות חג המולד Christmas market שוק חג המולד Christmas pudding פודינג חג המולד Christmas songs קטגוריה:שירי חג המולד Christmas tree עץ חג המולד Christmas truce הפסקת האש של חג המולד Christmas village כפר חג מולד Christo and Jeanne-Claude קריסטו וז'אן-קלוד Christof Perick כריסטוף פריק Christoffel symbols סמל כריסטופל Christoffer Nyman כריסטופר נימאן Christology כריסטולוגיה Christology קטגוריה:כריסטולוגיה Christoph Amberger כריסטוף אמברגר Christoph Eschenbach כריסטוף אשנבאך Christoph Graupner כריסטוף גראופנר Christoph Hoffmann כריסטוף הופמן Christoph Kramer כריסטוף קראמר Christoph Luxenberg כריסטוף לוקסנברג Christoph Martin Wieland כריסטוף מרטין וילנד Christoph Metzelder כריסטוף מצלדר Christoph Waltz כריסטוף ואלץ Christoph Willibald Gluck כריסטוף ויליבלד גלוק Christoph Wolff כריסטוף וולף Christoph von Dohnányi כריסטוף פון דוהנאני Christophe כריסטוף Christophe Aribert כריסטוף אריבר Christophe Barratier כריסטוף בארטייה Christophe Dugarry כריסטוף דוגארי Christophe Jallet כריסטוף ז'אלה Christophe Lemaitre כריסטוף למטר Christophe Rousset כריסטוף רוסה Christopher כריסטופר Christopher Alexander כריסטופר אלכסנדר Christopher Browning כריסטופר בראונינג Christopher Buckley כריסטופר באקלי Christopher Báthory קרישטוף באטורי Christopher Caudwell כריסטופר קאודוול Christopher Clavius כריסטופר קלאוויוס Christopher Columbus כריסטופר קולומבוס Christopher Columbus קטגוריה:כריסטופר קולומבוס Christopher Eccleston כריסטופר אקלסטון Christopher Gibbons כריסטופר גיבונס Christopher Gorham כריסטופר גורהאם Christopher Hitchens כריסטופר היצ'נס Christopher Hogwood כריסטופר הוגווד Christopher I of Denmark מלך דנמרק כריסטופר הראשון Christopher II of Denmark מלך דנמרק כריסטופר השני Christopher Isherwood כריסטופר אישרווד Christopher John Boyce כריסטופר בויס ואנדרו דולטון לי Christopher Judge כריסטופר ג'אדג' Christopher Jullien כריסטופר ז'וליין Christopher Keene כריסטופר קין Christopher Langan כריסטופר לנגן Christopher Lee כריסטופר לי Christopher Lloyd כריסטופר לויד Christopher Marlowe כריסטופר מרלו Christopher Martins Pereira כריסטופר מרטינס פריירה Christopher McCandless כריסטופר מקנדלס Christopher Meloni כריסטופר מלוני Christopher Mintz-Plasse כריסטופר מינץ-פלאס Christopher Nolan כריסטופר נולאן Christopher Paolini כריסטופר פאוליני Christopher Pike כריסטופר פייק Christopher Plummer כריסטופר פלאמר Christopher Priest כריסטופר פריסט Christopher Ravenscroft כריסטופר רייבנסקרופט Christopher Reeve כריסטופר ריב Christopher Robin כריסטופר רובין Christopher Samba כריסטופר סאמבה Christopher Sims כריסטופר סימס Christopher Tolkien כריסטופר טולקין Christopher Tye כריסטופר טיי Christopher Walken כריסטופר ווקן Christopher Wren כריסטופר רן Christopher Wren buildings קטגוריה:כריסטופר רן Christopher Wren churches in London קטגוריה:כריסטופר רן: כנסיות Christopher of Bavaria כריסטופר מבוואריה Christopher von Uckermann כריסטופר אוקרמן Christophorus77 משתמש:Christophorus77 Christos Papadimitriou כריסטוס פאפאדימיטריו Christos Sartzetakis כריסטוס סרצטאקיס Christy Brown כריסטי בראון Christy Turlington כריסטי טרלינגטון Chroicocephalus שחף שחור ראש Chroma key מסך כחול Chromate and dichromate כרומט Chromatic aberration אברציה כרומטית Chromatic scale סולם כרומטי Chromatid כרומטידה Chromatin כרומטין Chromatin immunoprecipitation מיצוי נוגדני של כרומטין Chromatography כרומטוגרפיה Chromatophore כרומטופור Chrome OS Chrome OS Chromebook Chromebook Chromebook Pixel Chromebook Pixel Chromism כרומיזם Chromism קטגוריה:כרומיזם Chromite כרומיט Chromium כרום Chromium כרומיום Chromium OS Chromium OS Chromophore כרומופור Chromosomal abnormalities קטגוריה:מחלות כרומוזומליות Chromosomal translocation טרנסלוקציה כרומוזומלית Chromosome כרומוזום Chromosomes קטגוריה:כרומוזומים Chromosphere כרומוספירה Chronic blistering cutaneous conditions קטגוריה:הפרעות שלפוחתיות Chronic fatigue syndrome תסמונת התשישות הכרונית Chronic inflation אינפלציה כרונית Chronic kidney disease אי-ספיקת כליות כרונית Chronic lower respiratory diseases קטגוריה:מחלות כרוניות בדרכי הנשימה התחתונות Chronic myelogenous leukemia לוקמיה מיאלואידית כרונית Chronic obstructive pulmonary disease מחלת ריאות חסימתית כרונית Chronic pancreatitis דלקת לבלב כרונית Chronic rheumatic heart diseases קטגוריה:מחלות לב שיגרוניות כרוניות Chronica Slavorum הכרוניקה הסלאבית Chronicle כרוניקה Chronicle of Ireland דברי ימי אירלנד Chronicle of Melrose דברי ימי מלרוז Chronicle of a Death Foretold כרוניקה של מוות ידוע מראש Chroniclers קטגוריה:כרוניקנים Chronicles קטגוריה:כרוניקות Chronicles of Ancient Darkness דברי ימי האופל Chronicles of riddick ver2.jpg תמונה:Chronicles of Riddick.jpg Chronicon Paschale כרוניקון פסחלה Chrono Trigger Chrono Trigger Chronobiology כרונוביולוגיה Chronobiology קטגוריה:כרונוביולוגיה Chronology כרונולוגיה Chronology of Aliyah in modern times כרונולוגיית ההתיישבות היהודית בארץ ישראל בעת החדשה Chronology of the Bible הכרונולוגיה המקראית והמסורתית Chronology of the ancient Near East כרונולוגיה של המזרח הקרוב העתיק Chronometer watch כרונומטר Chronometry מדידה וציון של זמן Chronophilia כרונופיליה Chroot Chroot Chrysanthemum חרצית Chrysanthemum Throne כס החרצית Chrysaor כריסאור Chryses כריסס Chrysippus כריסיפוס Chrysippus כריסיפוס מסולי Chrysler קרייזלר Chrysler Building בניין קרייזלר Chrysler Voyager קרייזלר טאון אנד קאנטרי Chrysoberyl כריזובריל Chrysocolla כריזוקולה Chrysolophus אפודי Chrysopelea נחש מעופף Chrysoperla carnea עינפז ירוק Chrysopidae עינפזיים Chrysopidae קטגוריה:עינפזיים Chrysopogon zizanioides וטיבר Chrysoprase כריזופראס Chrysopsis טיונית החולות Chrysostomos of Zakynthos כריסוסטומוס דמטריו Chrysotile כריזוטיל Chrysoupoli כריסופולי Chrzanów כשאנוב Chrétien de Troyes כרטיאן מטרואה Chtaura שתורא Chthonic אלים כתוניים Chthonic beings קטגוריה:אלים כתוניים Chu צ'ו Chuburkhindji צ'ובורחינג'י Chubut Province צ'ובוט Chubut Province קטגוריה:צ'ובוט Chubut Rawson ראוסון Chuck צ'אק Chuck Berry צ'אק ברי Chuck Daly צ'אק דיילי Chuck Dixon צ'אק דיקסון Chuck Eidson צ'אק איידסון Chuck Hagel צ'אק הייגל Chuck Jones צ'אק ג'ונס Chuck Liddell צ'אק לידל Chuck Lorre צ'אק לורי Chuck Mosley צ'אק מוזלי Chuck Norris צ'אק נוריס Chuck Palahniuk צ'אק פלאניוק Chuck Schuldiner צ'אק שולדינר Chuck Schumer צ'אק שומר Chuck Taylor All-Stars נעלי אולסטאר Chuck Todd צ'אק טוד Chuck Yeager צ'אק ייגר Chuckwalla צ'קוואלה Chucky Atkins צ'אקי אטקינס Chudniv צ'ודניב Chufut-Kale צ'ופוט-קלה Chuhuiv צ'והוייב ChuispastonBot משתמש:ChuispastonBot Chujiro Hayashi צ'וג'ירו הייאשי Chuka Umunna צ'וקה אומונה Chukar partridge חוגלת סלעים Chukat פרשת חקת Chukchi צ'וקצ'י Chukchi Sea ים צ'וקצ'י Chukchi Sea קטגוריה:ים צ'וקצ'י Chukchi people צ'וקצ'ים Chukotka Autonomous Okrug צ'וקוטקה Chukotka Autonomous Okrug קטגוריה:צ'וקוטקה Chukotka Autonomous Okrug Ushakovskoye אושקובסקויה Chumchum7 הטבח בידוובנה Chun-Li צ'אן לי Chunghwa Telecom טשונגוואה טלקום Chupacabra צ'ופקברה Chuppah חופה Chur כור Church כנסייה Church Commissioners נציבי הכנסייה Church Fathers אבות הנצרות Church Fathers קטגוריה:אבות הכנסייה Church History תולדות הכנסייה Church architecture אדריכלות כנסיות Church architecture קטגוריה:אדריכלות כנסייתית Church music מוזיקה כנסייתית Church of All Nations כנסיית כל העמים Church of Colònia Güell כנסיית קולוניה גואל Church of England הכנסייה האנגליקנית Church of Maria Magdalene כנסיית מריה מגדלנה Church of Mary Magdalene כנסיית מריה מגדלנה Church of Our Lady Mary of Zion כנסיית גבירתנו מרים מציון Church of Our Lady before Týn קתדרלת טין Church of Peace כנסיית השלום בסנסוסי Church of Saint Simeon Stylites כנסיית שמעון סטיליטס Church of Saint-Maclou כנסיית סן מקלו Church of San Giorgio Maggiore כנסיית סן ג'ורג'ו מג'ורה Church of Santo Domingo de Guzmán סנטו דומינגו Church of Satan כנסיית השטן Church of Scotland הכנסייה של סקוטלנד Church of St. John the Baptist כנסיית יוחנן בהרים Church of St. Mary of the Germans כנסיית מרים של הגרמנים Church of St. Peter in Gallicantu כנסיית פטרוס אין גליקנטו Church of the Ascension כנסיית העלייה Church of the Beatitudes כנסיית הר האושר Church of the Condemnation and Imposition of the Cross קפלת ההרשעה וכפיית הצלב Church of the Covenant כנסיית האמנה Church of the Deposition of the Robe כנסיית הנחת הגלימה Church of the Flagellation קפלת ההלקאה Church of the Guanche People כנסיית העם הגואנצ'י Church of the Holy Sepulchre כנסיית הקבר Church of the Light כנסיית האור Church of the Multiplication כנסיית הלחם והדגים Church of the Nativity כנסיית המולד Church of the Pater Noster כנסיית אבינו שבשמים Church of the Primacy of St. Peter כנסיית הבכורה של פטרוס Church of the Resurrection of the Widow's Son כנסיית בן האלמנה Church of the Savior on Blood כנסיית הגואל שעל הדם Church of the Seven Apostles כנסיית שנים-עשר השליחים Church of the Transfiguration כנסיית ההשתנות Church of the Twelve Apostles כנסיית שנים עשר השליחים Church of the Visitation כנסיית הביקור Church's Ministry Among Jewish People החברה הלונדונית להפצת הנצרות בקרב היהודים Churches קטגוריה:כנסיות Churches by country קטגוריה:כנסיות לפי מדינות Churches in Barcelona קטגוריה:ברצלונה: כנסיות Churches in Belgium קטגוריה:בלגיה: כנסיות Churches in Berlin קטגוריה:ברלין: כנסיות Churches in Brazil קטגוריה:ברזיל: כנסיות Churches in England קטגוריה:אנגליה: כנסיות Churches in Ethiopia קטגוריה:אתיופיה: מנזרים וכנסיות Churches in France קטגוריה:צרפת: כנסיות Churches in Germany קטגוריה:גרמניה: כנסיות Churches in Italy קטגוריה:איטליה: כנסיות Churches in Jerusalem קטגוריה:ירושלים: כנסיות ומנזרים Churches in London קטגוריה:לונדון: כנסיות Churches in Malta קטגוריה:מלטה: כנסיות Churches in Moscow קטגוריה:מוסקבה: כנסיות Churches in Nazareth קטגוריה:נצרת: כנסיות ומנזרים Churches in Norway קטגוריה:נורווגיה: כנסיות Churches in Paris קטגוריה:פריז: כנסיות Churches in Poland קטגוריה:פולין: כנסיות Churches in Prague קטגוריה:פראג: כנסיות Churches in Romania קטגוריה:רומניה: כנסיות ומנזרים Churches in Rome קטגוריה:רומא: כנסיות Churches in Russia קטגוריה:רוסיה: כנסיות Churches in Saint Petersburg קטגוריה:סנקט פטרבורג: כנסיות Churches in Spain קטגוריה:ספרד: כנסיות Churches in Tel Aviv קטגוריה:תל אביב-יפו: כנסיות ומנזרים Churches in Venice קטגוריה:ונציה: כנסיות Churches in the Czech Republic קטגוריה:צ'כיה: כנסיות Churches in the United Kingdom קטגוריה:הממלכה המאוחדת: כנסיות Churches in the United States קטגוריה:ארצות הברית: כנסיות Churches of Chiloé כנסיות צ'ילואה Churches of Moldavia הכנסיות המצוירות של מולדובה Churches of Peace כנסיות השלום Churchill צ'רצ'יל Churchill War Rooms מוזיאון צ'רצ'יל וחדרי המלחמה של הקבינט Churchill White Paper הספר הלבן הראשון Churchill tank צ'רצ'יל Churchkhela צ'ורצ'חלה Church–Turing thesis תזת צ'רץ'-טיורינג Churg–Strauss syndrome תסמונת צ'רג שטראוס Churning חיבוץ Churro צ'ורוס Chus Lampreave צ'וס למפראבה Chushan-Rishathaim כושן רשעתים Chushiel חושיאל בן אלחנן Chushiro Hayashi צ'ושירו הייאשי Chutzpah חוצפה Chuuk Lagoon לגונת טרוק Chuvash language צ'ובשית Chuvash people צ'ובשים Chuvashia צ'ובשיה Chuí שואי Chwa I of Buganda צ'וואה הראשון Chyler Leigh קיילר לי Chymotrypsin כימוטריפסין Chytridiomycetes פטריות חוט Chytridiomycosis כיטרידיומיקוסיס Chávez צ'אבס Châlons-en-Champagne שאלון-אן-שמפאן Château Ausone שאטו אוזון Château Cheval Blanc שאטו שבאל בלאן Château Frontenac טירת פרונטנאק Château Golan יקב שאטו גולן Château Haut-Brion שאטו או-בריון Château Lafite Rothschild שאטו לאפיט רוטשילד Château Latour שאטו לאטור Château Margaux שאטו מארגו Château Mouton Rothschild שאטו מוטון רוטשילד Château Musar שאטו מוסר Château Pèlerin מבצר עתלית Château d'Amboise טירת אמבואז Château d'If מצודת איף Château d'Yquem שאטו ד'יקאם Château de Chabannes טירת שאבאן Château de Chambord טירת שאמבור Château de Chantilly טירת שנטילי Château de Chenonceau טירת שנונסו Château de Coucy טירת קוסי Château de Vincennes טירת ונסן Châteauneuf-du-Pape AOC יין שאטונף-די-פאפ Châteauroux שאטורו Châteaux of the Loire Valley קטגוריה:ארמונות עמק הלואר Chézy formula משוואת מנינג#הרדיוס ההידראולי Chögyam Trungpa צ'וגיאם טרונגפה Chęciny חנטשין Chōshū Domain צ'ושו Chūbu region צ'ובו Chūgoku region צ'וגוקו Chūhei Nambu צ'ואהיי נמבו Chūichi Nagumo צ'ואיצ'י נגומו Chūō Shinkansen צ'ואו שינקנסן Ciabatta צ'באטה Ciara סיארה Ciara: The Evolution Ciara: The Evolution Ciarán Hinds קירן היינדס Cicada 3301 ציקדה 3301 Cicely Tyson סיסלי טייסון Cicero מרקוס טוליוס קיקרו Cichlid אמנוניים Cichlidae קטגוריה:אמנוניים Cichorium עולש Cicinho סיסיניו Cicolluis קיקולואיס Ciconia חסידה Ciconiidae קטגוריה:חסידתיים Ciconiiformes חסידאים Ciconiiformes קטגוריה:חסידאים Cidade Velha סידאדה וליה Cider סיידר Cido Arena צידו ארנה Cidofovir סידופוביר Ciechanowiec צ'חנוביץ Ciechanów צ'חאנוב Ciechocinek צ'חוצ'ינק Cienfuegos סיינפואגוס Cieszanów צ'שאנוב Cieszowa צ'שובה Cieszyn צ'שין Cigar סיגר Cigar Aficionado Cigar Aficionado Cigarette סיגריה Cigarette Smoking Man תיקים באפלה#דמויות מרכזיות Cigarette pack חפיסת סיגריות Cigarettes קטגוריה:סיגריות Cigars of the Pharaoh הסיגרים של פרעה Cigoli צ'יגולי Ciliate ריסנית Cilibi Moise צ'יליבי מויסה Cilicia קטגוריה:מישור צ'וקורובה Cilicia קיליקיה Cilician Gates שערי קיליקיה Cilli Wang צילי ואנג Cillian Murphy קיליאן מרפי Cimabue צ'ימבואה Cimatron סימטרון Cimbalom צימבלום Cimber Sterling קימבר סטרלינג Cimbri קימברים Cimbrian War מלחמת הקימברים והטווטונים Cimicidae פשפשיים Cimmerians קימרים Cimolesta כימולסטיים Cimon קימון Cimorelli סימורלי Cincinnati סינסינטי Cincinnati Bearcats men's basketball players קטגוריה:כדורסלני אוניברסיטת סינסינטי Cincinnati Bengals סינסינטי בנגלס Cincinnati May Festival פסטיבל מאי בסינסינטי Cincinnati Reds סינסינטי רדס Cincinnati Royals players קטגוריה:כדורסלני סינסינטי רויאלס Cincinnati Symphony Orchestra התזמורת הסימפונית של סינסינטי Cinco Saltos סינקו סאלטוס Cinco de Mayo סינקו דה מאיו Cinderella סינדרלה Cinderella קטגוריה:סינדרלה Cinderella Castle טירת סינדרלה Cinderella II: Dreams Come True סינדרלה 2: חלומות מתגשמים Cinderella Man סינדרלה מן Cinderella complex תסביך סינדרלה Cindy Crawford סינדי קרופורד Cindy McCain סינדי מקיין Cindy Sherman סינדי שרמן Cinecittà צ'ינצ'יטה Cinema Paradiso סינמה פרדיסו Cinema by country קטגוריה:קולנוע לפי מדינה Cinema by culture קטגוריה:קולנוע לפי תרבות Cinema of Argentina קטגוריה:קולנוע ארגנטינאי Cinema of Australia קטגוריה:קולנוע אוסטרלי Cinema of Austria קטגוריה:קולנוע אוסטרי Cinema of Belgium קטגוריה:קולנוע בלגי Cinema of Brazil קטגוריה:קולנוע ברזילאי Cinema of Bulgaria קטגוריה:קולנוע בולגרי Cinema of Canada קטגוריה:קולנוע קנדי Cinema of Denmark קטגוריה:קולנוע דני Cinema of Egypt קטגוריה:קולנוע מצרי Cinema of France קולנוע צרפתי Cinema of France קטגוריה:קולנוע צרפתי Cinema of Georgia קטגוריה:קולנוע גאורגי Cinema of Germany קולנוע גרמני Cinema of Germany קטגוריה:קולנוע גרמני Cinema of Greece קטגוריה:קולנוע יווני Cinema of Hungary קטגוריה:קולנוע הונגרי Cinema of Iceland קטגוריה:קולנוע איסלנדי Cinema of India קטגוריה:קולנוע הודי Cinema of Iran קטגוריה:קולנוע איראני Cinema of Ireland קטגוריה:קולנוע אירי Cinema of Israel קולנוע ישראלי Cinema of Israel קטגוריה:קולנוע ישראלי Cinema of Italy קטגוריה:קולנוע איטלקי Cinema of Japan קטגוריה:קולנוע יפני Cinema of Mexico קטגוריה:קולנוע מקסיקני Cinema of New Zealand קטגוריה:קולנוע ניו זילנדי Cinema of Palestine קטגוריה:קולנוע פלסטיני Cinema of Poland קטגוריה:קולנוע פולני Cinema of Romania הקולנוע הרומני Cinema of Romania קטגוריה:קולנוע רומני Cinema of Russia קטגוריה:קולנוע רוסי Cinema of Scotland קטגוריה:קולנוע סקוטי Cinema of Spain קטגוריה:קולנוע ספרדי Cinema of Sweden קטגוריה:קולנוע שוודי Cinema of Switzerland קטגוריה:קולנוע שווייצרי Cinema of Turkey קטגוריה:קולנוע טורקי Cinema of Uruguay קטגוריה:קולנוע אורוגוואי Cinema of the Czech Republic קטגוריה:קולנוע צ'כי Cinema of the Netherlands קטגוריה:קולנוע הולנדי Cinema of the Soviet Union קטגוריה:קולנוע סובייטי Cinema of the United Kingdom קטגוריה:קולנוע בריטי Cinema of the United States קולנוע אמריקאי Cinema of the United States קטגוריה:קולנוע אמריקאי Cinema pioneers קטגוריה:חלוצי הקולנוע CinemaScope סינמסקופ CinemaScore CinemaScore Cinemas and movie theaters קטגוריה:בתי קולנוע Cinemas and movie theatres in Israel קטגוריה:ישראל: בתי קולנוע Cinematheque סינמטק Cinematograph סינמטוגרף Cinematographer צלם קולנוע Cinematographers קטגוריה:צלמי קולנוע Cinematography קולנוע Cinerama סינרמה Cinereous vulture עזנייה שחורה Cingulata ארמדילאים Cingulata תבנית:ארמדילאים Cingulate cortex פיתול החגורה Cingulates קטגוריה:ארמדילאים Cinioch מלך הפיקטים קיניאוך Ciniod I מלך הפיקטים קיניאוד הראשון Ciniod II מלך הפיקטים קיניאוד השני Cinnabar צינובר Cinnabon סינבון Cinnamaldehyde סינאמאלדהיד Cinnamic acid חומצת קינמון Cinnamon Cinnamon Cinnamon קינמון Cino da Pistoia צ'ינו דה פיסטויה Cinque Terre צ'ינקואה טרה Cinzano צ'ינזאנו Cinzia De Ponti צ'ינזיה דה פונטי Cináed קיניאוד Cinéorama סינאורמה Ciociaria צ'וצ'אריה Ciompi Revolt מהפכת כפכפי העץ Ciorbă צ'ורבה Cipolletti צ'יפולטי Ciprian Marica ציפריאן מאריצה Ciprian Porumbescu צ'יפריאן פורומבסקו Cipriano de Rore צ'יפריאנו דה רורה Ciprofloxacin ציפרופלוקסאצין Circa CIRCA Circa Circa Circa נעלי סירקה Circadian rhythm שעון ביולוגי Circaetus חיוויאי Circaetus קטגוריה:חיוויאי Circassian Day of Mourning יום הזיכרון הצ'רקסי Circassian cheese גבינה צ'רקסית Circassian cuisine קטגוריה:המטבח הצ'רקסי Circassian language צ'רקסית Circassians צ'רקסים Circassians קטגוריה:צ'רקסים Circassians in Israel צ'רקסים#הצ'רקסים בישראל Circe קירקה Circinus מחוגה Circinus Galaxy גלקסיית המחוגה Circle מעגל Circle in the Square Theatre School Circle in the Square Theatre School Circle line קו סירקל Circle of Life גלגל החיים Circle of Life: An Environmental Fable מעגל החיים Circle of Willis מעגל ויליס Circle of confusion עיגול הטשטוש Circle of fifths מעגל הקווינטות Circles קטגוריה:מעגל Circuit מעגל Circuit breaker מפסק אוטומטי מגנטי תרמי Circuit complexity סיבוכיות מעגלים Circuit switching מיתוג מעגלים Circular breathing נשימה מחזורית Circular chess שחמט 360 Circular definition הגדרה מעגלית Circular error probable CEP Circular motion תנועה מעגלית Circular polarization קיטוב מעגלי Circular prime ראשוני סיבובי Circular reasoning הסבר מעגלי Circulating currencies קטגוריה:מטבעות בני המרה Circulating tumor cell CTC Circulator סירקולטור Circulatory system מחזור הדם Circumcision מילה Circumcision קטגוריה:מילה Circumflex גג Circumflex scapular artery עורק עצם השכמה הכותר Circumnavigation הקפת כדור הארץ Circumnavigators of the globe קטגוריה:הקפת כדור הארץ: אישים Circumscribed circle מעגל חוסם Circumstantial evidence ראיה נסיבתית Circumstellar habitable zone אזור ישיב Circus Circus Circus קירקוס Circus קרקס Circus Flaminius קירקוס פלאמיניוס Circus Maximus קירקוס מקסימוס Circus Palestine קרקס פלשתינה Circus performers קטגוריה:אמני קרקס Circuses קטגוריה:קרקס Ciriaco De Mita צ'ראקו דה מיטה Ciriaco Sforza צ'יריאקו ספורצה Ciriaco de' Pizzicolli קיריאקוס מאנקונה Ciro Ferrara צ'ירו פרארה Ciro Immobile צ'ירו אימובילה Cirque קרקס קרחוני Cirque de Gavarnie קרקס גווארני Cirque du Soleil קטגוריה:קרקס השמש Cirque du Soleil קרקס השמש Cirrhosis שחמת הכבד Cirroc Lofton סירוק לופטון Cirrus cloud צירוס Cisalpine Gaul גאליה קיסאלפינה Cisco סיסקו Cisco IOS IOS Cisco Systems סיסקו מערכות Cisco Videoscape NDS Cisgender סיסג'נדר Ciskei סיסקאי Cisplatin ציספלאטין Cisplatine War מלחמת ארגנטינה-ברזיל Cissonius קיסוניוס Cissus antarctica קיסוסן אנטארקטי Cistaceae לוטמיים Cistaceae קטגוריה:לוטמיים Cistanche יחנוק המדבר Cistercians נזירים ציסטרסיאניים Cistern בור מים Cisterna chyli ציסטרנה כילי Cistus לוטם Cis–trans isomerism איזומריות ציס-טראנס Citadel מבצר Citadel of Erbil מצודת ארביל Citadel of Salah Ed-Din מצודת צלאח א-דין Citadel of the Hồ Dynasty מצודת שושלת הו Citadelle Laferrière מצודת לה פרייר Citadelle of Quebec מצודת קוויבק Citadels מצודות Citation תבנית:Citation Citation Style 1 templates קטגוריה:תבניות ציטוט CS1 Citation needed תבנית:מקור Citation templates קטגוריה:תבניות ציטוט Citation/core תבנית:Citation/core Cite ADB תבנית:ביוגרפיה גרמנית 1912 Cite AV media תבנית:Cite AV media Cite AV media notes תבנית:Cite AV media notes Cite GHG תבנית:גזניוס קאוטש קאולי Cite GREC תבנית:אנצ קטלאנה Cite book תבנית:Cite book Cite conference תבנית:Cite conference Cite court תבנית:Cite court Cite doi תבנית:ציטוט DOI Cite encyclopedia תבנית:Cite encyclopedia Cite episode תבנית:Cite episode Cite interview תבנית:Cite interview Cite journal תבנית:Cite journal Cite mailing list תבנית:Cite mailing list Cite news תבנית:Cite news Cite press release תבנית:Cite press release Cite thesis תבנית:Cite thesis Cite web תבנית:Cite web Citi Field סיטי פילד Cities קטגוריה:ערים Cities XL Cities XL Cities and towns in Armenia קטגוריה:ארמניה: ערים Cities and towns in Austria קטגוריה:אוסטריה: ערים Cities and towns in Azerbaijan קטגוריה:אזרבייג'ן: ערים Cities and towns in Burgenland קטגוריה:בורגנלנד: ערים Cities and towns in Carinthia קטגוריה:קרינתיה: ערים Cities and towns in Croatia קטגוריה:קרואטיה: ערים Cities and towns in Denmark קטגוריה:דנמרק: ערים Cities and towns in Estonia קטגוריה:אסטוניה: ערים Cities and towns in Finland קטגוריה:פינלנד: ערים Cities and towns in Greater Poland Voivodeship קטגוריה:פולין גדול: ערים Cities and towns in Greece קטגוריה:יוון: ערים Cities and towns in India קטגוריה:הודו: ערים Cities and towns in Italy קטגוריה:איטליה: ערים Cities and towns in Kazakhstan קטגוריה:קזחסטן: ערים Cities and towns in Kuyavian-Pomeranian Voivodeship קטגוריה:קויאוויה-פומרניה: ערים Cities and towns in Lesser Poland Voivodeship קטגוריה:פולין קטן Cities and towns in Lower Austria קטגוריה:אוסטריה תחתית: ערים Cities and towns in Lower Silesian Voivodeship קטגוריה:שלזיה תחתית: ערים Cities and towns in Lublin Voivodeship קטגוריה:לובלין Cities and towns in Masovian Voivodeship קטגוריה:מזוביה: ערים Cities and towns in Norway קטגוריה:נורווגיה: ערים Cities and towns in Podkarpackie Voivodeship קטגוריה:תת-קרפטים: ערים Cities and towns in Podlaskie Voivodeship קטגוריה:פודלסיה: ערים Cities and towns in Poland קטגוריה:פולין: ערים Cities and towns in Russia קטגוריה:רוסיה: ערים Cities and towns in Salzburg קטגוריה:זלצבורג: ערים Cities and towns in Sardinia קטגוריה:סרדיניה: ערים Cities and towns in Sicily קטגוריה:סיציליה: ערים Cities and towns in Silesian Voivodeship קטגוריה:שלזיה Cities and towns in Slovakia קטגוריה:סלובקיה: ערים Cities and towns in Slovenia קטגוריה:סלובניה: ערים Cities and towns in Styria קטגוריה:שטיריה: ערים Cities and towns in Thailand קטגוריה:תאילנד: ערים Cities and towns in Tyrol קטגוריה:טירול: ערים Cities and towns in Upper Austria קטגוריה:אוסטריה עילית: ערים Cities and towns in Vorarlberg קטגוריה:פורארלברג: ערים Cities and towns in Warmian-Masurian Voivodeship 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Arkansas קטגוריה:ארקנסו: ערים Cities in Asia קטגוריה:אסיה: ערים Cities in Australia קטגוריה:אוסטרליה: ערים Cities in Baden-Württemberg קטגוריה:באדן-וירטמברג: ערים Cities in Bangladesh קטגוריה:בנגלדש: ערים Cities in Bavaria קטגוריה:בוואריה: ערים Cities in Belarus קטגוריה:בלארוס: ערים Cities in Belgium קטגוריה:בלגיה: ערים Cities in Botswana קטגוריה:בוטסואנה: ערים Cities in Brandenburg קטגוריה:ברנדנבורג: ערים Cities in British Columbia קטגוריה:קולומביה הבריטית: ערים Cities in Bulgaria קטגוריה:בולגריה: ערים Cities in Cambodia קטגוריה:קמבודיה: ערים Cities in Canada קטגוריה:קנדה: ערים Cities in Canada by province or territory קטגוריה:פרובינציות קנדה: ערים Cities in Central America קטגוריה:אמריקה המרכזית: ערים Cities in Cherkasy Oblast קטגוריה:צ'רקאסי: ערים Cities in China קטגוריה:סין: ערים Cities in Colorado קטגוריה:קולורדו: ערים Cities in Connecticut קטגוריה:קונטיקט: ערים Cities in Crimea קטגוריה:קרים: ערים Cities in Cuba קטגוריה:קובה: ערים Cities in Cyprus קטגוריה:קפריסין: ערים Cities in 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קטגוריה:לוב: ערים Cities in Lithuania קטגוריה:ליטא: ערים Cities in Louisiana קטגוריה:לואיזיאנה: ערים Cities in Luxembourg קטגוריה:לוקסמבורג: ערים Cities in Lviv Oblast קטגוריה:לבוב: ערים Cities in Madagascar קטגוריה:מדגסקר: ערים Cities in Maine קטגוריה:מיין: ערים Cities in Maryland קטגוריה:מרילנד: ערים Cities in Massachusetts קטגוריה:מסצ'וסטס: ערים Cities in Mexico קטגוריה:מקסיקו: ערים Cities in Michigan קטגוריה:מישיגן: ערים Cities in Minnesota קטגוריה:מינסוטה: ערים Cities in Mississippi קטגוריה:מיסיסיפי: ערים Cities in Missouri קטגוריה:מיזורי: ערים Cities in Moldova קטגוריה:מולדובה: ערים Cities in Montana קטגוריה:מונטנה: ערים Cities in Morocco קטגוריה:מרוקו: ערים Cities in Namibia קטגוריה:נמיביה: ערים Cities in Nebraska קטגוריה:נברסקה: ערים Cities in Nepal קטגוריה:נפאל: ערים Cities in Nevada קטגוריה:נבדה: ערים Cities in New Brunswick קטגוריה:ניו ברנזוויק: ערים Cities in New Hampshire קטגוריה:ניו המפשייר: ערים Cities in New Jersey קטגוריה:ניו ג'רזי: ערים Cities in New Mexico קטגוריה:ניו מקסיקו: ערים Cities in New South Wales קטגוריה:ניו סאות' ויילס: ערים Cities in New York קטגוריה:ניו יורק: ערים Cities in Newfoundland and Labrador קטגוריה:ניופאונדלנד ולברדור: ערים Cities in Nigeria קטגוריה:ניגריה: ערים Cities in North America קטגוריה:אמריקה הצפונית: ערים Cities in North Carolina קטגוריה:קרוליינה הצפונית: ערים Cities in North Dakota קטגוריה:דקוטה הצפונית: ערים Cities in North Korea קטגוריה:קוריאה הצפונית: ערים Cities in Oceania קטגוריה:אוקיאניה: ערים Cities in Ohio קטגוריה:אוהיו: ערים Cities in Oklahoma קטגוריה:אוקלהומה: ערים Cities in Oregon קטגוריה:אורגון: ערים Cities in Pennsylvania קטגוריה:פנסילבניה: ערים Cities in Peru קטגוריה:פרו: ערים Cities in Qatar קטגוריה:קטר: ערים Cities in Queensland קטגוריה:קווינסלנד: ערים Cities in Rhineland-Palatinate קטגוריה:ריינלנד-פפאלץ: ערים Cities in Rhode Island קטגוריה:רוד איילנד: ערים Cities in Rivne Oblast קטגוריה:רובנו: ערים Cities in Rwanda קטגוריה:רואנדה: ערים Cities in Saarland קטגוריה:חבל הסאר: ערים Cities in 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קטגוריה:הולנד: ערים Cities in the Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות: ערים Cities in the Palestinian territories קטגוריה:הרשות הפלסטינית: יישובים Cities in the Philippines קטגוריה:הפיליפינים: ערים Cities in the Republic of Macedonia קטגוריה:מקדוניה: ערים Cities in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: ערים Cities in the United Kingdom קטגוריה:בריטניה: ערים Cities in the United States קטגוריה:ארצות הברית: ערים Cities in the United States by state קטגוריה:ערים בארצות הברית לפי מדינה Cities of Refuge עיר מקלט Citigroup סיטיגרופ Citigroup קטגוריה:סיטיגרופ Citigroup Centre מרכז סיטיגרופ Citing sources ויקיפדיה:ביבליוגרפיה Citizen Kane האזרח קיין Citizen journalism עיתונאות אזרחית CitizenQZen/userboxes תבנית:משתמש רוצה להתיידד Citizendium סיטיזנדיום Citizens United FEC פסק דין Citizens United נגד FEC Citizens' Democratic Party מפלגת האזרחים הדמוקרטית Citizenship אזרחות Citizenship and Entry into Israel Law חוק האזרחות והכניסה לישראל Citral ציטראל Citric acid חומצה ציטרית Citric acid cycle מעגל קרבס Citrine wagtail נחליאלי לימוני Citron אתרוג Citron ציטרון Citroën סיטרואן Citroën קטגוריה:סיטרואן Citroën 2CV סיטרואן 2CV Citroën C4 Cactus סיטרואן קקטוס Citroën DS סיטרואן DS Citroën Xsara סיטרואן קסארה Citrullus colocynthis אבטיח הפקועה Citrus הדרים Citrus קטגוריה:הדרים Citrus australasica ליים אצבעות Citrus limetta לימון מתוק Città di Castello צ'יטה די קאסטלו City עיר City Airline סיטי איירליין City Beautiful movement תנועת סיטי ביוטיפול City College of New York הסיטי קולג' של ניו יורק City Gate שער העיר City Investing Building בניין סיטי אינווסטינג City Island סיטי איילנד City Journal סיטי ג'ורנל City Life חיי עיר City Lights אורות הכרך City Line הקו העירוני City Park הפארק העירוני של בודפשט City Tower סיטי טאוור City University of New York אוניברסיטת העיר ניו יורק City University of New York faculty קטגוריה:סגל אוניברסיטת העיר ניו יורק City and town halls in Germany קטגוריה:גרמניה: בתי עירייה City and town halls in Israel קטגוריה:ישראל: בתי עירייה City and town halls in the United States קטגוריה:ארצות הברית: בתי עירייה City block מבנן City car מכונית מיני City cars קטגוריה:מכוניות מיני City council עירייה City councils קטגוריה:עיריות City founders קטגוריה:מייסדי יישובים City gate שער העיר City infobox templates קטגוריה:תבניות פרמטריות - ערים City marketing שיווק עירוני City nicknames קטגוריה:כינויי ערים City of Adam אדם City of Arts and Sciences עיר האמנויות והמדעים City of Birmingham Symphony Orchestra התזמורת הסימפונית של ברמינגהם City of Brussels בריסל City of David עיר דוד City of David קטגוריה:עיר דוד City of David National Park סובב חומות ירושלים City of Ember עיר הגחלת City of God עיר האלוהים City of Joy עיר של אושר City of Leeds לידס City of London הסיטי של לונדון City of London קטגוריה:הסיטי City of London Corporation האיגוד של לונדון City of London Sinfonia תזמורת סינפוניה של לונדון City of Manchester Stadium אצטדיון סיטי אוף מנצ'סטר City of Melbourne הסיטי של מלבורן City of Refuge Ararat אררט City of Rome Colonna קולונה City of Salford סלפורד City of Salt עיר המלח City of San Marino סן מרינו City of San Marino קטגוריה:סן מרינו City of Thieves עיר הגנבים City of Vicenza and the Palladian Villas of the Veneto הווילות הפלדיאניות בוונטו City of Westminster הסיטי של וסטמינסטר City of Westminster קטגוריה:וסטמינסטר City of the Dead עיר המתים City-building game משחקי בניית ערים City-state עיר-מדינה City-states קטגוריה:ערי מדינה CityJet סיטיג'ט CityPoint סיטיפוינט CitySpire Center מרכז סיטיספייר Cité de Carcassonne העיר ההיסטורית המבוצרת של קרקסון Ciudad Acuña אקוניה Ciudad Bolívar סיודד בוליבר Ciudad Colonial העיר הקולוניאלית של סנטו דומינגו Ciudad Guayana סיודד גואיאנה Ciudad Juárez סיודאד חוארס Ciudad Obregón סיודד אוברגון Ciudad Perico סיודד פריקו Ciudad Real סיודאד ריאל Ciudad Universitaria קריית האוניברסיטה Ciudad Victoria סיודד ויקטוריה Ciudad del Este סיודד דל אסטה Ciulama צ'ולאמה Civetone זבד Civic Chamber of the Russian Federation הלשכה הציבורית של רוסיה Civic Opera House בית האופרה העירוני בשיקגו Civic Platform המצע האזרחי Civic nationalism מדינת לאום מדינתית Civics הוראת אזרחות בישראל Civil Aviation Authority of Israel רשות התעופה האזרחית Civil Constitution of the Clergy חוקת הכמורה Civil Disobedience אי-ציות אזרחי Civil Guard המשמר האזרחי Civil Rights Act of 1964 חוק זכויות האזרח Civil War מלחמת אזרחים Civil air ensigns קטגוריה:דגלים אוויריים Civil aviation קטגוריה:תעופה אזרחית Civil aviation תעופה אזרחית Civil awards and decorations קטגוריה:אותות ועיטורים אזרחיים Civil awards and decorations of Japan קטגוריה:יפן: אותות ועיטורים אזרחיים Civil awards and decorations of the Soviet Union קטגוריה:ברית המועצות: אותות ועיטורים אזרחיים Civil awards and decorations of the United Kingdom קטגוריה:הממלכה המאוחדת: אותות ועיטורים אזרחיים Civil awards and decorations of the United States קטגוריה:ארצות הברית: אותות ועיטורים אזרחיים Civil code קודקס אזרחי Civil defense הגנה אזרחית Civil defense קטגוריה:הגנה אזרחית Civil disobedience מרי אזרחי Civil engineering הנדסה אזרחית Civil engineering קטגוריה:הנדסה אזרחית Civil engineering contractors קטגוריה:קבלני בניין Civil engineers קטגוריה:מהנדסים אזרחיים Civil ensign דגל ימי אזרחי Civil law המשפט הקונטיננטלי Civil law משפט אזרחי Civil law קטגוריה:משפט אזרחי Civil libertarianism ליברטריאניזם אזרחי Civil marriage נישואים אזרחיים Civil procedure דיון אזרחי Civil procedure קטגוריה:סדר דין אזרחי Civil registry מרשם האוכלוסין Civil religion דת אזרחית Civil servants קטגוריה:פקידים במשרדי ממשלה Civil society חברה אזרחית Civil union איחוד אזרחי Civil war מלחמת אזרחים Civil war era in Norway מלחמת האזרחים הנורווגית Civil wars קטגוריה:מלחמות אזרחים Civil wars involving the states and peoples of Africa קטגוריה:מלחמות אזרחים באפריקה Civil wars involving the states and peoples of Asia קטגוריה:מלחמות אזרחים באסיה Civil wars involving the states and peoples of Europe קטגוריה:מלחמות אזרחים באירופה Civilian אזרח Civilian Conservation Corps חיל השימור האזרחי Civilian casualties in the Second Intifada אבידות באינתיפאדה השנייה Civilization Civilization Civilization ציוויליזציה Civilization IV Civilization IV Civilization V Civilization V Civilizations קטגוריה:תרבויות קדומות Civilizations in Babylon 5 גזעים ביקום בבילון 5 Civitanova Marche צ'יוויטנובה מארקה Civitavecchia צ'יוויטווקיה Cizre גזיירה Cișmigiu Gardens גן צ'ישמיג'יו Ckhchu/sandbox לאון פסטינגר Cksum Cksum Clade קלייד Clade תבנית:קלייד Cladistics קלדיסטיקה Claes Oldenburg קלאס אולדנבורג Claim of Right Act 1689 חוק תביעת הזכויות 1689 Claim of right doctrine זכות ביושר Claims Conference ועידת התביעות Clair Cameron Patterson קלייר קמרון פטרסון Claire Bloom קלייר בלום Claire Danes קלייר דיינס Claire Delbos קלייר דלבו Claire Denis קלייר דני Claire Epstein קלר אפשטין Claire Forlani קלייר פורלני Claire Foy קלייר פוי Claire Goose קלייר גוס Claire Holt קלייר הולט Claire Lee Chennault קלייר שנו Claire McCaskill קלייר מקסקיל Claire Rushbrook קלייר ראשברוק Claire Skinner קלייר סקינר Claire Trevor קלייר טרבור Claireasmith619/sandbox רולו מיי Clairesmith619/sandbox רולו מיי Clal Center מרכז כלל Clalit Health Services שירותי בריאות כללית Clam chowder צ'אודר צדפות Clamor Heinrich Abel קלאמור היינריך אבל Clamp קלאמפ Clan חמולה Clan Bruce בית ברוס Clan Donald שבט מקדונלד Clan Stewart בית סטיוארט Clancy קלנסי Clancy Brown קלנסי בראון Clandestine Immigration and Naval Museum מוזיאון ההעפלה וחיל הים Clandestine Insurgent Rebel Clown Army Clandestine Insurgent Rebel Clown Army Clannad קלאנאד Clapperboard קלאפר Clapping game משחק ידיים Clara Bow קלרה בואו Clara Haskil קלרה הסקיל Clara Immerwahr קלרה אימרווהר Clara Khoury קלרה ח'ורי Clara Maffei קלרה מאפאי Clara Novello קלרה נובלו Clara Rockmore קלרה רוקמור Clara Rojas קלרה רוחאס Clara Schumann קלרה שומאן Clara Young קלרה יונג Clara Zetkin קלרה צטקין Clarabelle Cow קלרבל הפרה Clare Benedict קלייר בנדיקט Clare Dennis קלייר דניס Clare Higgins קלייר היגינס Clare Hollingworth קלייר הולינגוורת' Clare Jacobs צ'ארלס ג'ייקובס Clarence Clemons קלרנס קלמונס Clarence Darrow קלרנס דרו Clarence Dutton קלרנס דטון Clarence House בית קלרנס Clarence Island קלרנס Clarence Seedorf קלרנס סידורף Clarence Thomas קלרנס תומאס Clarence Town קלרנס טאון Clarence Zener קלרנס זנר ClaretAsh/Georgia מלך הממלכה הגאורגית המאוחדת Clarias שפמנון Clarias gariepinus שפמנון מצוי Clarice Lispector קלריס ליספקטור Clarified butter חמאה מזוקקת Clarify תבנית:דרושה הבהרה Clarinet קלרינט Clarinet Trio פסנתר וצ'לו שלישייה בלה מינור לקלרינט Clarinetists קטגוריה:קלרניתנים Clarion ביוגל Clark Clifford קלארק קליפורד Clark Gable קלארק גייבל Clark Gregg קלארק גרג Clark Kerr קלארק קר Clarke קלארק Clarke Scholes קלארק שולס Clarke.157/sandbox סדרה נורמלית Clarkson קלארקסון Clarín קלארין Clas Fleming קלאס פלמינג Clas Thunberg קלאס תונברג Clash Royale קלאש רויאל Clash cymbals מצלתיים Clash of Civilizations התנגשות הציביליזציות Clash of Clans Clash of Clans Clash of the Titans התנגשות הטיטאנים Class כיתה Class מחלקה Class action תובענה ייצוגית Class conflict מלחמת מעמדות Class consciousness תודעה מעמדית Class diagram דיאגרמת מחלקה Class hierarchy עץ מחלקות Classes of angel קטגוריה:דרגות של מלאכים Classes of computers קטגוריה:סוגי מחשבים Classic Albums: Pink Floyd – The Making of The Dark Side of the Moon Classic Albums: Pink Floyd – The Making of The Dark Side of the Moon Classic Queen Classic Queen Classic of Mountains and Seas הקלאסיקה של ההרים והימים Classic of Poetry הקלאסיקה של השירים Classic rock רוק קלאסי Classical Athens אתונה העתיקה Classical Gardens of Suzhou הגנים הקלאסיים של סוג'ואו Classical Greece יוון הקלאסית Classical Greek philosophy קטגוריה:פילוסופיה יוונית Classical Heisenberg model מודל הייזנברג Classical Japanese language יפנית קלאסית Classical Mushroom Classical Mushroom Classical aqueducts in Rome קטגוריה:רומא: אמות מים Classical architecture אדריכלות קלאסית Classical architecture קטגוריה:אדריכלות קלאסית Classical compositions קטגוריה:יצירות במוזיקה קלאסית Classical conditioning התניה קלאסית Classical economics כלכלה קלאסית Classical element ארבעת היסודות Classical guitar גיטרה קלאסית Classical guitarists קטגוריה:גיטריסטים קלאסיים Classical liberalism ליברליזם קלאסי Classical mechanics מכניקה קלאסית Classical music מוזיקה קלאסית Classical music פורטל:מוזיקה קלאסית Classical music קטגוריה:מוזיקה קלאסית Classical music in Israel קטגוריה:מוזיקה קלאסית ישראלית Classical order סדר קלאסי Classical period התקופה הקלאסית Classical period קטגוריה:התקופה הקלאסית Classical physics פיזיקה קלאסית Classical scholars קטגוריה:חוקרי העת הקלאסית Classical studies קטגוריה:לימודים קלאסיים Classical unities חוקי התיאטרון הקלאסי Classical-period composers קטגוריה:מלחינים מן התקופה הקלאסית Classicism קלאסיציזם Classics לימודים קלאסיים Classification סיווג Classification of discontinuities נקודת אי רציפות Classification of finite simple groups משפט המיון לחבורות פשוטות סופיות Classified advertising מודעת דרושים Classified information מידע מסווג Classroom כיתה Clastic rock סלע משקע#סלעים קלאסטיים Claude Abravanel קלוד אברבנאל Claude Ake קלוד אקה Claude Auchinleck קלוד אוקינלק Claude Aveline קלוד אבלין Claude Balbastre קלוד בלבסטר Claude Bernard קלוד ברנאר Claude Berri קלוד ברי Claude Bloch קלוד צ'ארלס בלוך Claude Bolling קלוד בולינג Claude Cahen קלוד כאהן Claude Chabrol קלוד שברול Claude Cohen-Tannoudji קלוד כהן טנוג'י Claude Debussy קלוד דביסי Claude Frank קלוד פרנק Claude François קלוד פרנסואה Claude Gaspard Bachet de Méziriac קלוד באשה Claude Jade קלוד ז'אד Claude Joseph Rouget de Lisle רוז'ה דה ליל Claude Joseph Vernet קלוד ז'וזף ורנה Claude Lanzmann קלוד לנצמן Claude Lelouch קלוד ללוש Claude Lorrain קלוד לורן Claude Lévi-Strauss קלוד לוי-שטראוס Claude Makélélé קלוד מאקללה Claude Monet קטגוריה:קלוד מונה Claude Monet קלוד מונה Claude Montefiore קלוד מונטיפיורי Claude Piron קלוד פירון Claude Rains קלוד ריינס Claude Reignier Conder קלוד קונדר Claude Sautet קלוד סוטה Claude Scudamore Jarvis קלוד ג'רוויס Claude Shannon קלוד שאנון Claude Shannon Award פרס שאנון Claude Simon קלוד סימון Claude Vigée קלוד ויז'ה Claude d'Annebault קלוד ד'אנבול Claude girardin/Swiss cuisine המטבח השווייצרי Claude-Louis Navier קלוד לואי מרי אנרי נאוויה Claude-Michel Schönberg קלוד-מישל שנברג Claudel קלודל Claudemir Ferreira da Silva קלאודמיר פריירה Claudette Colbert קלודט קולבר Claudia קלאודיים Claudia Black קלאודיה בלק Claudia Cardinale קלאודיה קרדינלה Claudia Christian קלאודיה כריסטיאן Claudia Heill קלאודיה הייל Claudia Kolb קלאודיה קולב Claudia Marcella קלאודיה מרקלה Claudia Muzio קלודיה מוציו Claudia Poll קלאודיה פול Claudia Rankine קלודיה רנקין Claudia Roden קלאודיה רודן Claudia Rusca קלאודיה רוסקה Claudia Schiffer קלאודיה שיפר Claudian קלאודיאנוס Claudie Blakley קלאודי בלקלי Claudii קטגוריה:קלאודיים Claudine Auger קלודין אוז'ה Claudio Abbado קלאודיו אבאדו Claudio Acquaviva קלאודיו אקוואוויווה Claudio Arrau קלאודיו אראו Claudio Beauvue קלאודיו בוויו Claudio Borghi קלאודיו בורגי Claudio Bravo קלאודיו בראבו Claudio Caniggia קלאודיו קאניג'ה Claudio Gentile קלאודיו ג'נטילה Claudio López קלאודיו לופס Claudio Marchisio קלאודיו מרקיזיו Claudio Merulo קלאודיו מרולו Claudio Monteverdi קלאודיו מונטוורדי Claudio Pizarro קלאודיו פיסארו Claudio Ranieri קלאודיו ראניירי Claudio Suárez קלאודיו סוארס Claudiu Bumba קלאודיו בומבה Claudius קלאודיוס Claudius Aelianus קלאודיוס איליאנוס Claudius Gothicus קלאודיוס השני גותיקוס Claudius I קלאודיוס אני Claus Ableiter User:Claus Ableiter Claus Peter Flor קלאוס פטר פלור Claus Schilling קלאוס שילינג Claus von Stauffenberg קלאוס שנק פון שטאופנברג Clause IV סעיף 4 Clausius–Clapeyron relation משוואת קלאוזיוס-קלפרון Claustrophobia קלאוסטרופוביה Clausule משתמש:Clausule Claves קלאווה Claviceps purpurea ארגוט Clavichord קלאוויקורד Clavicle עצם הבריח Clavier מקלדת Claw טופר Claw קפטן הוק Claw crane Claw crane Clawed/Sandbox2 דאפט פאנק Clay חרסית Clay קליי Clay Aiken קליי אייקן Clay Mathematics Institute מכון קליי למתמטיקה Clay Shirky קליי שירקי Clay court משטח חימר Clay minerals מינרלי חרסית Clay nail יתד חרס Clay pigeon shooting ירי בצלחות חרס Clayface פני חימר Claymore Claymore Claymore קלאימור Clea DuVall קלואי דובל Clean Monday יום שני הנקי Clean technology קלינטק Cleaning tools קטגוריה:מוצרי ניקיון Cleanliness ניקיון Cleanroom חדר נקי Cleansed מטוהרים Cleantech Group קלינטק גרופ Cleanth Brooks קליאנת' ברוקס Cleanthes קלאנתס Cleanthis/draft confisomer קונפורמציה Cleanup תבנית:לשכתב Cleanup templates קטגוריה:תבניות הדורשות שינויים בערך Clear and Present Danger סכנה ברורה ומיידית Clear left תבנית:-+ Clearchus of Soli קליארכוס Clearly kefir/tektite ????? Clearstream קלירסטרים Cleavage פצילות Cleaver קליבר Clebsch–Gordan coefficients מקדמי קלבש-גורדן Clef מפתח Cleft lip and cleft palate שפה שסועה Cleisthenes קלייסתנס Cleitarchus קלייטרכוס Cleitus קליטוס Cleitus the Black קלייטוס השחור Cleitus the White קלייטוס הלבן Clematis זלזלת Clemens קלמנס Clemens August Graf von Galen קלמנס פון גאלן Clemens Brentano קלמנס ברנטנו Clemens Fritz קלמנס פריץ Clemens Krauss קלמנס קראוס Clemens von Pirquet קלמנס פון פירקה Clement Attlee קלמנט אטלי Clement Greenberg קלמנט גרינברג Clement of Ohrid קלמנט מאוחריד Clementa Pinckney קלמנטה פינקני Clemente Rodríguez קלמנטה רודריגס Clementine Clementine Clementine קלמנטיין Clementine קלמנטינה Clements Markham קלמנטס מרקהם Cleobulus קלאובולוס איש לינדוס Cleombrotus קלאומברוטוס Cleombrotus II קלאומברוטוס השני Cleome באשן Cleomenes קלאומנס Cleomenes I קלאומנס הראשון Cleomenes II קלאומנס השני Cleomenes III קלאומנס השלישי Cleon קליאון Cleonymus of Sparta קלאונימוס Cleopatra מכתש קלאופטרה Cleopatra קטגוריה:קלאופטרה השביעית Cleopatra קלאופטרה Cleopatra I Syra מלכת מצרים קלאופטרה הראשונה Cleopatra II of Egypt מלכת מצרים קלאופטרה השנייה Cleopatra III of Egypt קלאופטרה השלישית Cleopatra IV of Egypt קלאופטרה הרביעית Cleopatra Selene I קלאופטרה סלנה הראשונה Cleopatra Selene II קלאופטרה סלנה השנייה Cleopatra Thea מלכת הממלכה הסלאוקית קלאופטרה תאה Cleopatra V of Egypt קלאופטרה החמישית Cleopatra of Macedon מלכת מוקדון קלאופטרה Cleopatra's Needle מחטי קלאופטרה Clergy כמורה Clergy by nationality קטגוריה:אנשי דת לפי מוצא Clerical fascism פשיזם קלריקלי Clericalism קלריקליזם Cleridae קלריתיים Clerk פקיד Clerks מוכרים בלבד Clerks II מוכרים בלבד 2 Clermont-Ferrand קלרמון-פראן Clermont-Ferrand Cathedral קתדרלת קלרמון-פראן Cleromancy הטלת גורל Cleveland קליבלנד Cleveland Brown קליבלנד בראון Cleveland Browns קליבלנד בראונס Cleveland Cavaliers קליבלנד קאבלירס Cleveland Cavaliers head coaches קטגוריה:מאמני קליבלנד קאבלירס Cleveland Cavaliers players קטגוריה:כדורסלני קליבלנד קאבלירס Cleveland Elementary School shooting ברנדה אן ספנסר Cleveland Indians קליבלנד אינדיאנס Cleveland Jewish News Cleveland Jewish News Cleveland Orchestra תזמורת קליבלנד Cleveland Quartet רביעיית קליבלנד Cleveland Rebels קליבלנד רבלס Cleveland Street scandal סקנדל רחוב קליבלנד Cleveland administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל גרובר קליבלנד Clever Hans הנס החכם Cleverboy משתמש:Cleverboy Cliché קלישה Click קליק Click consonant עיצורים מצוצים Click fraud הונאת קליקים Click-through rate שיעור לחיצה ClickSoftware Technologies קליקסופטוור טכנולוגיות Clickair קליקאייר Clicksensitive map of provinces of the Netherlands תבנית:מפת איתור/מחוזות הולנד Client לקוח Client תוכנת לקוח Client state מדינה קליינטית Client-side צד לקוח Client–server model שרת-לקוח Cliff צוק Cliff קליף Cliff Bastin קליף באסטין Cliff Battles קליף באטלס Cliff Burton קליף ברטון Cliff Curtis קליף קרטיס Cliff Hagan קליף הייגן Cliff Holton קליף הולטון Cliff Richard קליף ריצ'רד Cliff Robertson קליף רוברטסון Cliff Robinson קליף רובינסון Cliffhanger סחרור מסוכן Cliffhanger קליף האנגר Cliffhanger Poster.jpg קובץ:Cliffhanger Poster.jpg Clifford קליפורד Clifford Brown קליפורד בראון Clifford Curzon קליפורד קרזון Clifford Edmund Bosworth קליפורד אדמונד בוסוורת' Clifford Geertz קליפורד גירץ Clifford Husbands קליפורד הסבנדס Clifford Simak קליפורד סימאק Clifford algebra אלגברת קליפורד Clifford the Big Red Dog קליפורד הכלב האדום Clifford's Inn אכסניית קליפורד Cliffs קטגוריה:מצוקים Cliffs of Dover Cliffs of Dover Cliffs of Moher צוקי מוהר Cliffton777 קורט וונגוט Clifton Webb קליפטון וב Climate אקלים Climate קטגוריה:אקלים Climate by country קטגוריה:אקלים לפי מדינה Climate change קטגוריה:שינוי אקלים Climate change שינוי אקלים Climate change policy קטגוריה:מדיניות שינוי אקלים Climate chart תבנית:גרף אקלים Climate of the United Kingdom אקלים הממלכה המאוחדת Climatic Research Unit email controversy אקלים-גייט Climatology קלימטולוגיה Climax community קלימקס Climbing טיפוס Climbing קטגוריה:טיפוס Climbing harness רתמה Climbing protection אבטחה בטיפוס Climograph קלימוגרף Clinical death מוות קליני Clinical equipoise שיווי משקל קליני Clinical psychology פסיכולוגיה קלינית Clinical psychology קטגוריה:פסיכולוגיה קלינית Clinical research associate מוניטור Clinical trial ניסוי קליני Clinical urine tests בדיקת שתן Clinique קליניק Clinohumite קלינוהומיט Clinozoisite קלינוזואיסיט Clint Capela קלינט קפלה Clint Dempsey קלינט דמפסי Clint Didier קלינט דידייר Clint Eastwood קלינט איסטווד Clint Mansell קלינט מנסל Clinton קלינטון Clinton Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ביל קלינטון Clinton County מחוז קלינטון Clinton Davisson קלינטון דייוויסון Clinton Presidential Center המרכז הנשיאותי ע"ש קלינטון Clio קליאו Clio Awards פרס קליאו Clipboard לוח עריכה Clipper קליפר Clipperton Island קליפרטון Clique קליקה Clitomachus קליטומאכוס Clitoris דגדגן Clive Barker קלייב בארקר Clive Cussler קלייב קאסלר Clive Francis קלייב פרנסיס Clive Owen קלייב אוון Clive Ponting קלייב פונטינג Clive Russell קלייב ראסל Clive Swift קלייב סוויפט Cloaca פתח ביב Cloaca קלואקה Cloaca Maxima קלואקה מקסימה Cloak גלימה Cloak and Dagger מסווה ופגיון Cloaking device הסתרה Clobazam קלובאזאם Clock שעון Clock Tower of Tirana מגדל השעון Clock signal אות שעון Clock tower מגדל שעון Clock towers קטגוריה:מגדלי שעון Clocks Clocks Clocks קטגוריה:שעונים Clockwise כיוון השעון Clocolan קלוקולאן Clodoaldo קלודואלדו Clodoaldo Silva קלודואלדו סילבה Clog נעל עץ Cloister קלויסטר Cloistered rule אינסיי Clojure Clojure Clonal selection ברירת שבטים Clonazepam קלונאזפאם CloneDVD CloneDVD Clonidine קלונידין Cloning שיבוט Clonus קלונוס Clooney קלוני Cloris Leachman קלוריס ליצ'מן Clos Lucé קלו לוסה Close קלוז Close Encounters of the Third Kind מפגשים מהסוג השלישי Close air support סיוע אווירי קרוב Close central unrounded vowel בלתי-מעוגלת סגורה תנועה מרכזית Close encounter הסיווג של היינק Close reading קריאה צמודה Close to Home קרוב לבית Close to You Close to You and More Close to a World Below Close to a World Below Close to the Edge Close to the Edge Close vowel תנועות סגורות Closed Game משחק סגור Closed city עיר סגורה Closed set קבוצה סגורה Closed-circuit television טלוויזיה במעגל סגור Closely related key סולמות קרובים Closer Closer Closer קרוב יותר Closer to the Moon קרוב יותר לירח Closeted ארוניסט Closing Time Closing Time Clostridium acetobutylicum Clostridium acetobutylicum Clostridium botulinum Clostridium botulinum Clostridium perfringens Clostridium perfringens Clostridium tetani Clostridium tetani Closure סגור Closure סגירות Clothes dryer מייבש כביסה Clothes hanger קולב Clothes iron מגהץ Clothes line מתלה כביסה Clothespin אטב כביסה Clothing ביגוד Clothing קטגוריה:ביגוד Clothing by nationality קטגוריה:לבוש מסורתי Clothing companies of Israel קטגוריה:ישראל: תעשיית טקסטיל Clothing companies of the United States קטגוריה:חברות ביגוד אמריקאיות Clothing manufacturers קטגוריה:חברות ביגוד Clotilde קלותילדה Clotilde Courau קלוטילד קורו Clotted cream שמנת עשירה Cloud ענן Cloud 9 קלאוד 9 Cloud Atlas ענן אטלס Cloud Gate שער העננים Cloud Nine Cloud Nine Cloud chamber תא ערפל Cloud computing מחשוב ענן Cloud computing קטגוריה:מחשוב ענן Cloud forest יער עננים Cloud iridescence זוהר עננים Cloud seeding זריעת עננים Cloud storage אחסון ענן Cloud storage קטגוריה:שירות אחסון קבצים בענן Cloud testing בדיקות לתוכנה בענן Cloud types קטגוריה:עננים Cloud1900/sandbox זיכרון טרנזקטיבי CloudSat קלאודסאט Clouded leopard נמר ערפילי מצוי Clouds Clouds Cloudy with a Chance of Meatballs גשם של פלאפל Cloudy with a Chance of Meatballs 2 גשם של פלאפל 2 Clove ציפורן Clove hitch קביעת מוט Clover תלתן Cloverfield קלוברפילד Cloverleaf interchange מחלף עלה תלתן Clovis קלוביס Clovis I כלוביס הראשון Clovis IV כלוביס הרביעי Clovis culture תרבות קלוביס Clown ליצן Clown Care ליצנות רפואית Clowning קטגוריה:ליצנות Clowns קטגוריה:ליצנים Clozapine קלוזאפין Club אלה Club מועדון Club 33 מועדון 33 Club Africain קלאב אפריקן Club Africain players קטגוריה:כדורגלני קלאב אפריקן Club América קלוב אמריקה Club América footballers קטגוריה:כדורגלני קלוב אמריקה Club América managers קטגוריה:מאמני קלוב אמריקה Club Atlas managers קטגוריה:מאמני אטלס Club Atlético Banfield באנפילד Club Atlético Belgrano בלגראנו Club Atlético Belgrano footballers קטגוריה:כדורגלני בלגראנו Club Atlético Colón אתלטיקו קולון Club Atlético Huracán הוראקן Club Atlético Independiente אינדפנדיינטה Club Atlético Independiente footballers קטגוריה:כדורגלני אינדפנדיינטה Club Atlético Independiente managers קטגוריה:מאמני אינדפנדיינטה Club Atlético Lanús לאנוס Club Atlético Lanús footballers קטגוריה:כדורגלני לאנוס Club Atlético Lanús managers קטגוריה:מאמני לאנוס Club Atlético Platense פלטנסה Club Atlético Platense footballers קטגוריה:כדורגלני פלטנסה Club Atlético River Plate ריבר פלייט Club Atlético Talleres טאז'רס Club Atlético Tigre טיגרה Club Atlético Tigre footballers קטגוריה:כדורגלני טיגרה Club Atlético Vélez Sarsfield ולס סארספילד Club Atlético Vélez Sarsfield footballers קטגוריה:כדורגלני ולס סארספילד Club Atlético Vélez Sarsfield managers קטגוריה:מאמני ולס סארספילד Club Brugge KV קלאב ברוז' Club Brugge KV head coaches קטגוריה:מאמני קלאב ברוז' Club Brugge KV players קטגוריה:כדורגלני קלאב ברוז' Club Deportivo Palestino פלסטינו Club Deportivo Universidad Católica אוניברסידד קאתוליקה Club Deportivo Universidad Católica footballers קטגוריה:כדורגלני אוניברסידד קאתוליקה Club Ferro Carril Oeste פרו קאריל אואסטה Club León לאון Club León footballers קטגוריה:כדורגלני לאון Club Libertad footballers קטגוריה:כדורגלני ליברטד Club Med קלאב מד Club Nacional de Football נסיונל Club Nacional de Football managers קטגוריה:מאמני נסיונל Club Nacional de Football players קטגוריה:כדורגלני נסיונל Club Olimpia קלוב אולימפיה Club Olimpia footballers קטגוריה:כדורגלני קלוב אולימפיה Club Olimpia managers קטגוריה:מאמני קלוב אולימפיה Club Olimpo אולימפו Club Penguin קלאב פינגווין Club Penguin קלאב פינגווין: עלית חיל הפינגווין: נקמתו של הרברט Club Penguin: Elite Penguin Force קלאב פינגווין: עלית חיל הפינגווין Club Universidad Nacional אוניברסידד נסיונל Club Universidad de Chile אוניברסידד דה צ'ילה Club chair כורסה Club de Gimnasia y Esgrima La Plata חימנסיה לה פלאטה Club de Regatas Vasco da Gama managers קטגוריה:מאמני ואסקו דה גאמה Club de Regatas Vasco da Gama players קטגוריה:כדורגלני ואסקו דה גאמה Club des Hashischins מועדון החשישאים Club foot קלאב פוט Club sandwich קלאב סנדוויץ' Club throw זריקת אלה Clube Atlético Mineiro אתלטיקו מיניירו Clube Atlético Mineiro managers קטגוריה:מאמני אתלטיקו מיניירו Clube Atlético Mineiro players קטגוריה:כדורגלני אתלטיקו מיניירו Clube Atlético Paranaense אתלטיקו פרנאאנסה Clube Atlético Paranaense players קטגוריה:כדורגלני אתלטיקו פרנאאנסה Clube da Esquina מועדון פינת הרחוב Clube de Regatas do Flamengo פלמנגו Clube de Regatas do Flamengo footballers קטגוריה:כדורגלני פלמנגו Clube de Regatas do Flamengo managers קטגוריה:מאמני פלמנגו Clubhouse Model of Psychosocial Rehabilitation קלאבהאוס Clubs תבנית:תלתן Cluedo הרמז Clueless קלולס Cluj County קלוז' Cluj-Napoca קלוז'-נאפוקה Cluj-Napoca Neolog Synagogue בית הכנסת הנאולוגי בקלוז' Cluniac Reforms רפורמות קלוני Cluny קלוני Cluny Abbey קלוני Clupea מליח Clupeiformes קטגוריה:סרדינאים Cluster צבר אטומים Cluster Munition Coalition הקואליציה למאבק בפצצות מצרר Cluster One Cluster One Cluster analysis ניתוח אשכולות Cluster headache כאב ראש מקבצי Cluster munition חימוש מצרר Clustering coefficient מקדם התקבצות Clutch מצמד Clutch תטולה Clutha River כלותה Clutter Clutter Clutter מכשול Clyde Auditorium אודיטוריום קלייד Clyde Bruckman's Final Repose מנוחתו האחרונה של קלייד ברוקמן Clyde Drexler קלייד דרקסלר Clyde Lovellette קלייד לאבלט Clyde Tombaugh קלייד טומבו Clydesdale and Tweeddale Dumfriesshire קלידסדאל וטווידאל דמפריסשייר Clydesdale horse סוס קליידסדייל Clymene קלימנה Clymene dolphin סטנלת קליימן Clypeola תריסנית Clytemnestra קליטמנסטרה Clytus Clytus Clásica de San Sebastián קלאסיקה סן סבסטיאן Cláudio Taffarel קלאודיו טפארל Clément Grenier קלמן גרנייה Clément Janequin קלמאן ז'אנקן Clément Marot קלמאן מארו Cléo de Mérode קלאו דה מרוד Clérigos Church כנסיית קלריגוש Cmcmahon(WMF)/sandbox היידראבאד Cnaeus Pompeius Longinus פומפיוס לונגינוס Cnidaria צורבים Cnidarians קטגוריה:צורבים Cnidocyte תא צורב Cnote תבנית:Cnote Cnut the Great קנוט הגדול Co-Co locomotives Co-Co Co-Freemasonry בנייה חופשית מעורבת Co-NP Co-NP Co-Princes of Andorra הנסיכים-שותפים של אנדורה Co-option קואופטציה Coach מאמן Coach Carter המאמן קרטר Coaches of American football קטגוריה:מאמני פוטבול Coaching אימון אישי Coachman עגלון Coagulase מבחן קואגולאז Coagulation קרישת דם Coahuila קואווילה Coahuila y Tejas קואווילה וטחאס Coahuilaceratops קואווילצרטופס Coal פחם Coal קטגוריה:פחם Coal tit ירגזי שחור Coalition קואליציה Coalition of Women for Peace קואליציית נשים לשלום Coalsack Nebula ערפילית שק הפחם Coandă effect אפקט קואנדה Coandă-1910 קואנדה 1910 Coarctation of the aorta הצרת אבי העורקים Coari קוארי Coase theorem חוק קואס Coast קו חוף Coast Guard משמר החופים של רוסיה Coast Guard Cross צלב משמר החופים Coastal Road massacre פיגוע כביש החוף Coastal artillery תותח חוף Coastal erosion בליה חופית Coastal taipan טאיפן חופים Coastline paradox פרדוקס קו החוף Coat מעיל Coat of Arms Coat of Arms Coat of arms שלט אצולה Coat of arms of Albania סמל אלבניה Coat of arms of Alberta סמל אלברטה Coat of arms of Andalusia סמל אנדלוסיה Coat of arms of Andorra סמל אנדורה Coat of arms of Anguilla סמל אנגווילה Coat of arms of Antigua and Barbuda סמל אנטיגואה וברבודה Coat of arms of Aragon סמל אראגון Coat of arms of Argentina סמל ארגנטינה Coat of arms of Armenia סמל ארמניה Coat of arms of Asturias סמל אסטוריאס Coat of arms of Australia סמל אוסטרליה Coat of arms of Austria סמל אוסטריה Coat of arms of Baden-Württemberg סמל באדן-וירטמברג Coat of arms of Bahrain סמל בחריין Coat of arms of Barbados סמל ברבדוס Coat of arms of Basque Country סמל חבל הבסקים Coat of arms of Bavaria סמל בוואריה Coat of arms of Belgium סמל בלגיה Coat of arms of Belize סמל בליז Coat of arms of Benin סמל בנין Coat of arms of Berlin סמל ברלין Coat of arms of Bermuda סמל ברמודה Coat of arms of Bolivia סמל בוליביה Coat of arms of Bosnia and Herzegovina סמל בוסניה והרצגובינה Coat of arms of Botswana סמל בוטסואנה Coat of arms of Brandenburg סמל ברנדנבורג Coat of arms of Brazil סמל ברזיל Coat of arms of Bremen סמל ברמן Coat of arms of British Columbia סמל קולומביה הבריטית Coat of arms of Bulgaria סמל בולגריה Coat of arms of Burkina Faso סמל בורקינה פאסו Coat of arms of Burundi סמל בורונדי Coat of arms of Calgary סמל קלגרי Coat of arms of Cameroon סמל קמרון Coat of arms of Canary Islands סמל האיים הקנריים Coat of arms of Canberra סמל טריטוריית הבירה האוסטרלית Coat of arms of Cantabria סמל קנטבריה Coat of arms of Castile and León סמל קסטיליה ולאון Coat of arms of Catalonia סמל קטלוניה Coat of arms of Ceuta סמל סאוטה Coat of arms of Chad סמל צ'אד Coat of arms of Chile סמל צ'ילה Coat of arms of Colombia סמל קולומביה Coat of arms of Costa Rica סמל קוסטה ריקה Coat of arms of Croatia סמל קרואטיה Coat of arms of Cuba סמל קובה Coat of arms of Cyprus סמל קפריסין Coat of arms of Denmark סמל דנמרק Coat of arms of Dominica סמל דומיניקה Coat of arms of East Timor סמל מזרח טימור Coat of arms of Ecuador סמל אקוודור Coat of arms of Edmonton סמל אדמונטון Coat of arms of Egypt סמל מצרים Coat of arms of El Salvador סמל אל סלוודור Coat of arms of Equatorial Guinea סמל גינאה המשוונית Coat of arms of Estonia סמל אסטוניה Coat of arms of Fiji סמל פיג'י Coat of arms of Finland סמל פינלנד Coat of arms of French Guiana סמל גיאנה הצרפתית Coat of arms of French Polynesia סמל פולינזיה הצרפתית Coat of arms of Gabon סמל גבון Coat of arms of Galicia סמל גליסיה Coat of arms of Georgia סמל גאורגיה Coat of arms of Germany סמל גרמניה Coat of arms of Ghana סמל גאנה Coat of arms of Gibraltar סמל גיברלטר Coat of arms of Greece סמל יוון Coat of arms of Greenland סמל גרינלנד Coat of arms of Grenada סמל גרנדה Coat of arms of Guernsey סמל גרנזי Coat of arms of Guinea סמל גינאה Coat of arms of Guyana סמל גיאנה Coat of arms of Haiti סמל האיטי Coat of arms of Hamburg סמל המבורג Coat of arms of Hesse סמל הסן Coat of arms of Honduras סמל הונדורס Coat of arms of Hungary סמל הונגריה Coat of arms of Iceland סמל איסלנד Coat of arms of Iraq סמל עיראק Coat of arms of Ireland סמל אירלנד Coat of arms of Ivory Coast סמל חוף השנהב Coat of arms of Jamaica סמל ג'מייקה Coat of arms of Jersey סמל ג'רזי Coat of arms of Jordan סמל ירדן Coat of arms of Kenya סמל קניה Coat of arms of Kiribati סמל קיריבטי Coat of arms of Kosovo סמל קוסובו Coat of arms of La Rioja סמל לה ריוחה Coat of arms of Latvia סמל לטביה Coat of arms of Lebanon סמל לבנון Coat of arms of Lesotho סמל לסוטו Coat of arms of Liberia סמל ליבריה Coat of arms of Libya סמל לוב Coat of arms of Liechtenstein סמל ליכטנשטיין Coat of arms of Lithuania סמל ליטא Coat of arms of Lower Saxony סמל סקסוניה התחתונה Coat of arms of Luxembourg סמל לוקסמבורג Coat of arms of Malawi סמל מלאווי Coat of arms of Malaysia סמל מלזיה Coat of arms of Mali סמל מאלי Coat of arms of Malta סמל מלטה Coat of arms of Manitoba סמל מניטובה Coat of arms of Mauritius סמל מאוריציוס Coat of arms of Mecklenburg-Vorpommern סמל מקלנבורג-מערב פומרניה Coat of arms of Melilla סמל מלייה Coat of arms of Mexico סמל מקסיקו Coat of arms of Moldova סמל מולדובה Coat of arms of Monaco סמל מונאקו Coat of arms of Montenegro סמל מונטנגרו Coat of arms of Montreal סמל מונטריאול Coat of arms of Montserrat סמל מונטסראט Coat of arms of Morocco סמל מרוקו Coat of arms of Moscow סמל מוסקבה Coat of arms of Namibia סמל נמיביה Coat of arms of Nauru סמל נאורו Coat of arms of Navarre סמל נווארה Coat of arms of New Brunswick סמל ניו ברנזוויק Coat of arms of New Jersey דגל ניו ג'רזי Coat of arms of New South Wales סמל ניו סאות' ויילס Coat of arms of New York דגל ניו יורק Coat of arms of New Zealand סמל ניו זילנד Coat of arms of Newfoundland and Labrador סמל ניופאונדלנד ולברדור Coat of arms of Nicaragua סמל ניקרגואה Coat of arms of Niger סמל ניז'ר Coat of arms of Nigeria סמל ניגריה Coat of arms of Norfolk Island סמל טריטוריית האי נורפוק Coat of arms of North Rhine-Westphalia סמל נורדריין-וסטפאליה Coat of arms of Northern Ireland סמל צפון אירלנד Coat of arms of Norway סמל נורווגיה Coat of arms of Nova Scotia סמל נובה סקוטיה Coat of arms of Nunavut סמל נונאווט Coat of arms of Ontario סמל אונטריו Coat of arms of Ottawa סמל אוטווה Coat of arms of Palestine סמל הרשות הפלסטינית Coat of arms of Panama סמל פנמה Coat of arms of Paraguay סמל פרגוואי Coat of arms of Peru סמל פרו Coat of arms of Poland סמל פולין Coat of arms of Portugal סמל פורטוגל Coat of arms of Prince Edward Island סמל אי הנסיך אדוארד Coat of arms of Prussia סמל פרוסיה Coat of arms of Puerto Rico סמל פוארטו ריקו Coat of arms of Quebec סמל קוויבק Coat of arms of Queensland סמל קווינסלנד Coat of arms of Rhineland-Palatinate סמל ריינלנד-פפאלץ Coat of arms of Romania סמל רומניה Coat of arms of Russia סמל רוסיה Coat of arms of Saarland סמל חבל הסאר Coat of arms of Saint Helena סמל סנט הלנה Coat of arms of Saint Kitts and Nevis סמל סנט קיטס ונוויס Coat of arms of Saint Lucia סמל סנט לוסיה Coat of arms of Saint Vincent and the Grenadines סמל סנט וינסנט והגרנדינים Coat of arms of Samoa סמל סמואה Coat of arms of San Marino סמל סן מרינו Coat of arms of Saskatchewan סמל ססקצ'ואן Coat of arms of Saxony סמל סקסוניה Coat of arms of Saxony-Anhalt סמל סקסוניה-אנהלט Coat of arms of Schleswig-Holstein סמל שלזוויג-הולשטיין Coat of arms of Senegal סמל סנגל Coat of arms of Serbia סמל סרביה Coat of arms of Seychelles סמל סיישל Coat of arms of Sierra Leone סמל סיירה לאון Coat of arms of Singapore סמל סינגפור Coat of arms of Slovakia סמל סלובקיה Coat of arms of Slovenia סמל סלובניה Coat of arms of Somalia סמל סומליה Coat of arms of South Australia סמל אוסטרליה הדרומית Coat of arms of South Georgia and the South Sandwich Islands סמל איי ג'ורג'יה הדרומית ואיי סנדוויץ' הדרומיים Coat of arms of South Sudan סמל דרום סודאן Coat of arms of Spain סמל ספרד Coat of arms of Suriname סמל סורינאם Coat of arms of Swaziland סמל סווזילנד Coat of arms of Sweden סמל שוודיה Coat of arms of Switzerland סמל שווייץ Coat of arms of Syria סמל סוריה Coat of arms of São Tomé and Príncipe סמל סאו טומה ופרינסיפה Coat of arms of Tanzania סמל טנזניה Coat of arms of Tasmania סמל טסמניה Coat of arms of Thuringia סמל תורינגיה Coat of arms of Tonga סמל טונגה Coat of arms of Toronto סמל טורונטו Coat of arms of Transnistria סמל טרנסניסטריה Coat of arms of Trinidad and Tobago סמל טרינידד וטובגו Coat of arms of Tristan da Cunha סמל טריסטן דה קונה Coat of arms of Tunisia סמל תוניסיה Coat of arms of Tuvalu סמל טובאלו Coat of arms of Uganda סמל אוגנדה Coat of arms of Ukraine סמל אוקראינה Coat of arms of Uruguay סמל אורוגוואי Coat of arms of Vancouver סמל ונקובר Coat of arms of Vanuatu סמל ונואטו Coat of arms of Venezuela סמל ונצואלה Coat of arms of Victoria סמל ויקטוריה Coat of arms of Western Australia סמל אוסטרליה המערבית Coat of arms of Winnipeg סמל ויניפג Coat of arms of Yugoslavia סמל הרפובליקה הפדרלית הסוציאליסטית של יוגוסלביה Coat of arms of Yukon סמל יוקון Coat of arms of Zambia סמל זמביה Coat of arms of Zimbabwe סמל זימבבואה Coat of arms of the Bagrationi dynasty שלט האצולה של שושלת בגרטיוני Coat of arms of the Bahamas סמל איי בהאמה Coat of arms of the British Antarctic Territory סמל הטריטוריה הבריטית באנטארקטיקה Coat of arms of the British Indian Ocean Territory סמל הטריטוריה הבריטית באוקיינוס ההודי Coat of arms of the British Virgin Islands סמל איי הבתולה הבריטיים Coat of arms of the Cape Colony סמל מושבת הכף Coat of arms of the Cayman Islands סמל איי קיימן Coat of arms of the Central African Republic סמל הרפובליקה המרכז אפריקאית Coat of arms of the Community of Madrid סמל מדריד Coat of arms of the Cook Islands סמל איי קוק Coat of arms of the Czech Republic סמל צ'כיה Coat of arms of the Dominican Republic סמל הרפובליקה הדומיניקנית Coat of arms of the Falkland Islands סמל איי פוקלנד Coat of arms of the Faroe Islands סמל איי פארו Coat of arms of the Gambia סמל גמביה Coat of arms of the Isle of Man סמל האי מאן Coat of arms of the London Borough of Haringey סמל רובע הארינגיי Coat of arms of the Netherlands סמל הולנד Coat of arms of the Northern Territory סמל הטריטוריה הצפונית Coat of arms of the Northwest Territories סמל הטריטוריות הצפון-מערביות Coat of arms of the Orange Free State סמל מדינת אורנג' החופשית Coat of arms of the Ottoman Empire סמל האימפריה העות'מאנית Coat of arms of the Palestinian National Authority סמל הרשות הפלסטינית Coat of arms of the Philippines סמל הפיליפינים Coat of arms of the Republic of the Congo סמל הרפובליקה של קונגו Coat of arms of the Solomon Islands סמל איי שלמה Coat of arms of the Transvaal סמל הטרנסוואל Coat of arms of the Turks and Caicos Islands סמל איי טרקס וקייקוס Coates קואטס Coating ציפוי Coats קטגוריה:מעילים Coats Land ארץ קואטס Coats of arms and emblems of Africa גלריית סמלי אפריקה Coats of arms by country קטגוריה:סמלים לפי מדינה Coats of arms of Europe גלריית סמלי אירופה Coats of arms of German states פורטל:דגלים וסמלים/גלריות/גרמניה Coats of arms of Germany תבנית:סמלי מדינות גרמניה Coats of arms of Oceania גלריית סמלי אוקיאניה Coats of arms of South America גלריית סמלי אמריקה הדרומית Coats of arms of Spain תבנית:סמלי ספרד Coats of arms of former countries קטגוריה:סמלי מדינות לשעבר Coats of arms of the Holy See and Vatican City סמל קריית הוותיקן Coats of arms of unrecognized or largely unrecognized states קטגוריה:סמלי ישויות מדיניות Coaxial cable כבל קואקסיאלי Cob קוב Cobadin קובאדין Cobalt קובלט Cobalt blue tarantula טרנטולה קובלט בלו Cobalt(II) chloride קובלט כלוריד Cobamamide אדנוסילקובלמין Cobb salad סלט קוב Cobbler קובלר Cobby קובי Cobden–Chevalier Treaty הסכם קובדן-שבלייה Cobi Jones קובי ג'ונס Cobie Smulders קובי סמולדרס Cobra קוברה Cobra Gold Cobra Gold Cobra Museum מוזיאון קוברה Cobza קובזה Cobán קובאן Coca-Cola קוקה-קולה Coca-Cola קטגוריה:חברת קוקה-קולה Coca-Cola BlāK קוקה-קולה בלק Coca-Cola Zero קוקה-קולה זירו Cocaine קוקאין Coccinella septempunctata מושית השבע Coccinelle קוקסינל Coccinellidae מושיתיים Coccinellidae קטגוריה:מושיתיים Coccolithophore קוקוליתופורידים Coccus קוקוס Coccygeal glomus הפקעת העוקצית Coccyx עצם העוקץ Cochabamba קוצ'במבה Cochabamba Water War מלחמת המים של קוצ'במבה Cochem קוכם Cochin Jews יהדות קוצ'ין Cochin chicken קוצ'ין Cochineal כנימת קוכיניאל Cochlea שבלול Cochlear implant שתל שבלולי Cochrane קוקרן Cochrane Library ספריית קוקרן Cocidius קוקידיוס Cock-a-leekie soup קוק-א-ליקי Cockaigne ארץ העוגות Cockatiel נימפית מצויצת Cockatoo קקדואיים Cockatrice קוקאטריס Cockburn Scale סקלת קוברן Cockburn Town קוקבורן טאון Cocker Spaniel קוקר ספניאל Cockfight קרב תרנגולים Cockiness Cockiness Cockney קוקני Cockpit תא הטייס Cockroaches קטגוריה:תיקנאים Cocktail קוקטייל Cocktail garnish עיטורי קוקטייל Cocktail garnishes קטגוריה:עיטורי קוקטייל Cocktail party מסיבת קוקטייל Cocktail party effect אפקט מסיבת הקוקטייל Cocktail shaker שייקר Cocktail shaker sort מיון שייקר Cocktail strainer מסננת קוקטיילים Cocktail umbrella מטריית קוקטייל Cocktails קטגוריה:קוקטיילים Cocktails with wine קטגוריה:קוקטיילי יין Coco קוקו Coco Chanel קוקו שאנל Coco Rocha קוקו רושה CocoRosie קוקורוזי Cocoa קקאו Cocoa bean קקאו Cocoa butter חמאת קקאו Cocoanut Grove fire השריפה במועדון קוקונט גרוב Coconino Plateau רמת קוקונינו Coconino Sandstone אבן חול קוקונינו Coconut קוקוס Coconut crab סרטן הקוקוס Coconut milk חלב קוקוס Coconut oil שמן קוקוס Cocoon קוקון Cocoon: The Return קוקון 2: החזרה Cocooning קוקונינג Cocora valley עמק קוקורה Cocos איי קוקוס Cocos Island אי הקוקוס Cocos finch פרוש אי הקוקוס Cocountable topology הטופולוגיה הקו-מנייתית Cocteau Twins קוקטו טווינס Cocu משתמש:Cocu CocuBot משתמש:CocuBot Cod Wars מלחמת הבקלה Coda CODA Coda קודה Codd-neck bottle בקבוק צוואר-קוד Code קוד Code תבנית:קוד Code Complete Code Complete Code Geass קוד גיאס Code Lyoko קוד ליוקו Code Noir הקודקס השחור Code Project CodeProject Code coverage כיסוי קוד Code division multiple access CDMA Code injection הזרקת קוד Code monkey Code Monkey Code name מילת קוד Code of Hammurabi חוקי חמורבי Code of Ur-Nammu חוקי אור-נאמו Code page 437 Codepage 437 Code rate קצב קוד Code refactoring Refactoring Code review סקר קוד Code talker דוברי קוד Codec קודק Codecs קטגוריה:פורמטים דיגיטליים Codeine קודאין Codeispoetry User:Codeispoetry Coder Dan/Sandbox תיאוריות משתנים חבויים Codeshare agreement שותפות קוד Codex הצופן Codex קודקס Codex Borgia קודקס בורג'ה Codex Cairensis כתב יד קהיר Codex Gigas קודקס גיגס Codex Manesse קודקס מאנסה Codex Regius קודקס רגיוס Codex Ríos קודקס ריוס Codex Seraphinianus קודקס סרפיניאנוס Codex Sinaiticus קודקס סינאיטיקוס Codex Tchacos קודקס צ'אקוס Codex Theodosianus קודקס תאודוסיאנוס Codex Vaticanus קודקס ותיקנוס Codicology קודיקולוגיה Codification קודיפיקציה Coding theory קטגוריה:תורת הקודים Coding theory תורת הקודים Cody Linley קודי לינלי Cody Simpson קודי סימפסון Coefficient מקדם Coefficient of restitution מקדם תקומה Coele-Syria קוילה-סוריה Coelenterata נבוביים Coeliac disease צליאק Coelophysis צלופיזיס Coelurosauria קלורוזאוריה Coen brothers האחים כהן Coen brothers תבנית:סרטי האחים כהן Coenraad Johannes van Houten קונרד ון האוטן Coenus קוינוס Coenzyme A קואנזים A Coenzyme Q10 קו-אנזים Q10 Coenzymes קטגוריה:קואנזימים Coercion כפייה Coesite קואסיט Coeus קואאוס Coevolution קו-אבולוציה Cofactor קופקטור Coffea קפה Coffea arabica קפה ערביקה Coffea canephora קפה רובוסטה Coffea charrieriana קפה צ'ריריאנה Coffea liberica קפה ליבריקה Coffea magnistipula קפה מגניסטיפולה Coffee קטגוריה:קפה Coffee קפה Coffee break הפסקת קפה Coffee ceremony טקס קפה Coffee companies קטגוריה:מותגי קפה Coffee liqueurs קטגוריה:ליקרים בטעם קפה Coffee percolator פרקולטור Coffee table book ספר מתנה Coffee varieties קטגוריה:זני קפה Coffeehouse בית קפה Coffeehouses קטגוריה:בתי קפה Coffeemaker מכונת קפה Coffeeshop קופי שופ Cofferdam סכר עצירה Coffin ארון מתים Coffs Harbour קופס הארבור Cofinality קופינליות Cofiniteness הטופולוגיה הקו-סופית Cofix קופיקס Cog קוג Cogan קוגן Cogeneration קוגנרציה Cogito ergo sum משמע אני קיים אני חושב Cognac קוניאק Cognac קטגוריה:קוניאק Cognition הכרה Cognition קטגוריה:הכרה Cognitive academic language proficiency אוריינות אקדמית Cognitive acceleration תוכנית CASE Cognitive behavioral therapy טיפול קוגניטיבי-התנהגותי Cognitive bias הטיה קוגניטיבית Cognitive biases קטגוריה:הטיות קוגניטיביות Cognitive development התפתחות קוגניטיבית Cognitive dissonance דיסוננס קוגניטיבי Cognitive distortion עיוותי חשיבה Cognitive ergonomics הנדסה קוגניטיבית Cognitive inhibition אינהיביציה Cognitive load עומס קוגניטיבי Cognitive psychology פסיכולוגיה קוגניטיבית Cognitive psychology קטגוריה:פסיכולוגיה קוגניטיבית Cognitive resource theory תאוריית המשאב הקוגניטיבי Cognitive science מדעים קוגניטיביים Cognitive science קטגוריה:מדעים קוגניטיביים Cognitive scientists קטגוריה:פסיכולוגים קוגניטיביים Cognitive therapy טיפול התנהגותי וקוגניטיבי Cognitive training אימון מוחי Cohabitation נישואי חוזה Cohen כהן Cohen משפחות כהן Cohen–Macaulay ring חוג כהן-מקולי Cohen–Sutherland algorithm אלגוריתם כהן-סאת'רלנד Coherence קוהרנטיות Coherent ring חוג קוהרנטי Coherent sheaf אלומה קוהרנטית Coherent states מצבים קוהרנטיים Cohesion לכידות Cohesion קוהזיה Cohort קוהורטה Cohort study מחקר עוקבה Coiba קויבה Coil קויל Coiled coil Coiled coil Coilgun רובה סלילי Coimbra קוימברה Coimbra Group קבוצת קוימברה Coin מטבע Coin collecting איסוף מטבעות Coin flipping הטלת מטבע Coin945/IDF's withdrawal from Sinai and Gaza נסיגת צה"ל מסיני ומעזה Coin945/Sa'adiah Shoshani סעדיה שושני Coinage תבנית:מטבעות אמריקאיים Coincidence צירוף מקרים Coins in the Bible מטבעות ארץ ישראל Cointreau קואנטרו Cojedes קוחדס Coke קוק Coke's hartebeest בובאל קוקה Col de Montgenèvre מונז'נבר Col de Saverne מעבר סאברן Col de l'Iseran מעבר איסראן Col du Bonhomme מעבר די בונום Col du Galibier מעבר גאליבייה Col du Tourmalet מעבר טורמאלה Col-2 תבנית:Col-2 Col-begin תבנית:Col-begin Col-end תבנית:Col-end Cola אגוז קולה Cola קולה Cola קטגוריה:קולה Colander מסננת Colargol קולרגול Colatina קולטינה Colbert קולבר Colbie Caillat קולבי קאליי Colchester קולצ'סטר Colchicaceae סתווניים Colchicaceae קטגוריה:סתווניים Colchicine קולכיצין Colchicum סתוונית Colchis קולכיס Cold קור Cold Mountain קולד מאונטן Cold Shoulder Cold Shoulder Cold War המלחמה הקרה Cold War קטגוריה:המלחמה הקרה Cold War תבנית:המלחמה הקרה Cold War II המלחמה הקרה השנייה Cold War films קטגוריה:סרטי המלחמה הקרה Cold War spies קטגוריה:מרגלים במלחמה הקרה Cold War treaties קטגוריה:המלחמה הקרה: בריתות Cold World Cold World Cold burn כוויית קור Cold fusion היתוך קר Cold reading קריאה קרה Cold turkey קולד טרקי Coldplay ספר:קולדפליי Coldplay קולדפליי Coldplay קטגוריה:קולדפליי Coldplay תבנית:קולדפליי Coldplay Live 2003 Live 2003 Coldplay albums קטגוריה:אלבומי קולדפליי Coldplay songs קטגוריה:שירי קולדפליי Coldstream Guards משמר קולדסטרים Cole קול Cole Aldrich קול אולדריץ' Cole Hauser קול האוזר Cole Porter קול פורטר Cole Prize פרס קול Colegio Agustiniano Norte אוגוסטינים Colel Chabad כולל חב"ד Coleman קולמן Coleman Hawkins קולמן הוקינס Coleridge קולרידג' Coleslaw קולסלאו Colette קולט Colette Avital קולט אביטל Colette Besson קולט בסו Colette Marchand קולט מרשאן Colgate-Palmolive קולגייט-פלמוליב Coliform bacteria קוליפורם Colihaut קוליהו Coliiformes קטגוריה:קוליוסאים Colima קולימה Colima קטגוריה:קולימה Colima City קולימה Colima Manzanillo מנסניו Colin Archer קולין ארצ'ר Colin Baker קולין בייקר Colin Bell קולין בל Colin Blakely קולין בלייקלי Colin Davis קולין דייוויס Colin Farrell קולין פארל Colin Firth קולין פירת' Colin Greenwood קולין גרינווד Colin Hendry קולין הנדרי Colin Higgins קולין היגינס Colin Jackson קולין ג'קסון Colin Kaepernick קולין קאפרניק Colin Leakey קולין ליקי Colin Maclaurin קולין מקלורן Colin Mochrie קולין מוקרי Colin Morgan קולין מורגן Colin Powell קולין פאוול Colin Trevorrow קולין טרוורו Colindă קולינדה Colinus בובווייט Coll קול Collaboration קטגוריה:פעילות שיתופית Collaboration during World War II קטגוריה:משתפי פעולה עם הנאצים Collaboration of the week ויקיפדיה:המקבץ השבועי Collaboration with the Axis Powers during World War II משתפי פעולה עם השלטון הנאצי במלחמת העולם השנייה Collaborationism משתף פעולה Collaborative filtering סינון שיתופי Collaborative leadership מנהיגות משתפת Collaborators during World War II occupations קטגוריה:אישים משתפי פעולה עם הנאצים Collaborators with Nazi Germany קטגוריה:משתפי פעולה עם הנאצים Collage קולאז' Collage קולז' Collagen קולגן Collapse: How Societies Choose to Fail or Succeed התמוטטות Collar קולר Collared aracari טוקן מוכתם-חזה Collared mongoose נמיית הצווארון Collared peccary פקארי מגוון Collared pratincole שדמית אדומת-כנף Collateral משכון Collatz conjecture השערת קולץ Collecting אספנות Collecting קטגוריה:אספנות Collectio canonum Hibernensis היברננסיס Collection de l'art brut אוסף האמנות המנודה והגולמית Collection of the British Museum קטגוריה:אוספי המוזיאון הבריטי Collection of the Istanbul Archaeology Museums קטגוריה:אוסף המוזיאונים לארכאולוגיה של איסטנבול Collection of the Museum of Modern Art קטגוריה:המוזיאון לאמנות מודרנית Collections of the Louvre קטגוריה:אוספי הלובר Collections of the Musée d'Orsay קטגוריה:מוזיאון ד'אורסה: יצירות אמנות Collections of the Uffizi קטגוריה:גלריית אופיצי Collections of the Vatican Museums קטגוריה:קריית הוותיקן: יצירות אמנות Collections of the Victoria and Albert Museum קטגוריה:אוספי מוזיאון ויקטוריה ואלברט Collective קולקטיב Collective Security Treaty Organization ארגון האמנה לביטחון משותף Collective action פעולה קולקטיבית Collective agreement הסכם קיבוצי Collective buying power רכישה קבוצתית Collective farming קולקטיביזציה Collective intelligence אינטליגנציה קולקטיבית Collective memory זיכרון קולקטיבי Collective punishment ענישה קולקטיבית Collective punishment קטגוריה:ענישה קולקטיבית Collective security ביטחון קיבוצי Collective unconscious לא-מודע קולקטיבי Collectivism קולקטיביזם Collectivist anarchism אנרכיזם קולקטיביסטי Collectivity of Saint Martin סן מרטן Collector האספן Collectors קטגוריה:אספנים Colleen McCullough קולין מקאלוג College מכללה College Park University of Maryland אוניברסיטת מרילנד College Park faculty University of Maryland קטגוריה:סגל אוניברסיטת מרילנד College men's basketball players in the United States קטגוריה:כדורסלנים לפי מכללה/אוניברסיטה College of Europe קולג' אירופה College of Management Academic Studies המסלול האקדמי המכללה למינהל College of Pontiffs פונטיפקס Colleges of the University of Oxford מכללות אוניברסיטת אוקספורד Collegiate Parish Church of St Paul's Shipwreck כנסיית ספינתו הטרופה של פאולוס הקדוש Collegium קולגיום Collie קולי Collimated light קרני אור מקבילות Collimator קולימטור Collin קולין Collin Benjamin קולין בנג'מין Collina קולינה Collins קולינס Collins glass כוס קולינס Collision התנגשות Collision avoidance system חיישן תאונה Collision domain מתחם התנגשות Collision theory תאוריית ההתנגשויות המולקולריות Collodion process קולודיון Colloid קולואיד Colloidal chemistry קטגוריה:כימיה קולואידית Colloidal gold ננו חלקיקי זהב Collonge-Bellerive קולונז'-בלריב Colloquialism משלב דיבורי Collège Sainte-Barbe קולז' סנט-בארב Collège de France קולז' דה פראנס Collège de France faculty קטגוריה:סגל קולז' דה פראנס Collón Curá River קוז'ון קורה Colm Feore קולם פאור Colm Meaney קולם מיני Colm Wilkinson קולם וילקינסון Colmar קולמר Colmenar Viejo קולמנאר וייחו Colo-Colo קולו-קולו Colo-Colo managers קטגוריה:מאמני קולו-קולו Colo-Colo players קטגוריה:כדורגלני קולו-קולו Colobinae קולובים Colocasia קולקס Colocolo חתול קולוקולו Cologne קטגוריה:קלן Cologne קלן Cologne Bonn Airport נמל התעופה קלן/בון Cologne Cathedral קתדרלת קלן Colomba di Pasqua קולומבה Colombes קולומב Colombia קולומביה Colombia קטגוריה:קולומביה Colombia Cartagena קרטחנה Colombia at the Olympics קולומביה במשחקים האולימפיים Colombia at the Paralympics קולומביה במשחקים הפאראלימפיים Colombia national basketball team נבחרת קולומביה בכדורסל Colombia national football team נבחרת קולומביה בכדורגל Colombia national football team managers קטגוריה:מאמני נבחרת קולומביה בכדורגל Colombia national football team navigational boxes קטגוריה:סגלי נבחרת קולומביה בכדורגל Colombia squad 1990 FIFA World Cup תבנית:נבחרת קולומביה במונדיאל 1990 Colombia squad 1993 Copa América תבנית:נבחרת קולומביה בקופה אמריקה 1993 Colombia squad 1994 FIFA World Cup תבנית:נבחרת קולומביה במונדיאל 1994 Colombia squad 1995 Copa América תבנית:נבחרת קולומביה בקופה אמריקה 1995 Colombia squad 1998 FIFA World Cup תבנית:נבחרת קולומביה במונדיאל 1998 Colombia squad 2011 Copa América תבנית:נבחרת קולומביה בקופה אמריקה 2011 Colombia squad 2014 FIFA World Cup תבנית:נבחרת קולומביה במונדיאל 2014 Colombia squad 2015 Copa América תבנית:נבחרת קולומביה בקופה אמריקה 2015 Colombia squad Copa América Centenario תבנית:נבחרת קולומביה בקופה אמריקה 2016 Colombia templates קטגוריה:תבניות ניווט - קולומביה Colombia women's national football team נבחרת קולומביה בכדורגל נשים Colombian Ministers of Defense קטגוריה:שרי ההגנה של קולומביה Colombian Nobel laureates קטגוריה:זוכי פרס נובל קולומביאנים Colombian actors קטגוריה:שחקני קולנוע וטלוויזיה קולומביאנים Colombian artists קטגוריה:אמנים קולומביאנים Colombian coffee growing axis נוף תרבות הקפה בקולומביה Colombian conflict מלחמת האזרחים בקולומביה Colombian culture קטגוריה:קולומביה: תרבות Colombian cyclists קטגוריה:רוכבי אופניים קולומביאנים Colombian football managers קטגוריה:מאמני כדורגל קולומביאנים Colombian footballers קטגוריה:כדורגלנים קולומביאנים Colombian literature קטגוריה:ספרות קולומביאנית Colombian music קטגוריה:מוזיקה קולומביאנית Colombian musicians קטגוריה:מוזיקאים קולומביאנים Colombian painters קטגוריה:ציירים קולומביאנים Colombian people קטגוריה:קולומביאנים Colombian politicians קטגוריה:פוליטיקאים קולומביאנים Colombian sculptors קטגוריה:פסלים קולומביאנים Colombian singers קטגוריה:זמרים קולומביאנים Colombian sportspeople קטגוריה:ספורטאים קולומביאנים Colombian weasel סמור קולומביאני Colombian writers קטגוריה:סופרים קולומביאנים Colombia–Israel relations יחסי ישראל-קולומביה Colombo קולומבו Colon נקודתיים Colon קולון Colonel קולונל Colonel Sanders הרלנד סנדרס Colonia del Sacramento קולוניה דל סקרמנטו Colonial Brazil ברזיל הקולוניאלית Colonial Medal מדליה קולוניאלית Colonial Office משרד המושבות Colonial Service השירות הקולוניאלי Colonial Williamsburg ויליאמסבורג הקולוניאלית Colonial exhibition תערוכה קולוניאלית Colonial governors of British Columbia and Vancouver Island קטגוריה:מושלי קולומביה הבריטית Colonialism קולוניאליזם Colonialism קטגוריה:קולוניאליזם Colonialism תבנית:אימפריות קולוניאליות Colonization קולוניזציה Colonization of Mars התיישבות על מאדים Colonization of the Moon מושבת ירח Colonna קולונה Colonna family משפחת קולונה Colonnade אכסדרה Colonnades קטגוריה:אכסדראות Colonoscopy קולונוסקופיה Colonsay קולונסיי Colonus קולונאט Colony קולוניה Colony 5 Colony 5 Colony collapse disorder הפרעת התמוטטות המושבה Colony of Natal מושבת נטאל Colophon קולופון Color צבע Color קטגוריה:צבעים Color blindness עיוורון צבעים Color charge מטען צבע Color confinement כליאה Color motion picture film צביעה של סרטי קולנוע Color photography צילום בצבע Color printing הדפסת צבע Color wheel גלגל הצבעים Colorado קולורדו Colorado קטגוריה:קולורדו Colorado תבנית:קולורדו Colorado Arvada ארבאדה Colorado Aspen אספן Colorado Aurora אורורה Colorado Avalanche קולורדו אוולאנש Colorado Boulder בולדר Colorado Broomfield ברומפילד Colorado Centennial סנטניאל Colorado Colorado Springs קולורדו ספרינגס Colorado Denver קטגוריה:דנוור Colorado Fort Collins פורט קולינס Colorado Grand Junction גראנד ג'נקשן Colorado Greeley גרילי Colorado Lakewood לייקווד Colorado Plateau רמת קולורדו Colorado Pueblo פואבלו Colorado Rapids קולורדו ראפידס Colorado Rapids players קטגוריה:כדורגלני קולורדו ראפידס Colorado River קולורדו Colorado River קטגוריה:נהר הקולורדו Colorado River Compact הסכם נהר הקולורדו Colorado River Delta הדלתה של הקולורדו Colorado River Storage Project מיזם אגירת מי נהר הקולורדו Colorado Rockies קולורדו רוקיס Colorado Sports in Denver קטגוריה:דנוור: ספורט Colorado State University אוניברסיטת המדינה של קולורדו Colorado Symphony התזמורת הסימפונית של קולורדו Colorado Thornton ת'ורנטון Colorado Vail וייל Colorado Westminster וסטמינסטר Coloratura קולורטורה Colorectal cancer סרטן המעי הגס Colorectal surgery פרוקטולוגיה Colorfulness רוויה Colorimeter קולורימטר Coloring book ספר צביעה Colorpoint Shorthair חתול קצר שיער כהה חודים Colossal squid דיונון עצום Colosseum קולוסיאום Colossi of Memnon פסלי הענק של ממנון Colossus קולוסוס Colossus computer קולוסוס Colossus of Rhodes הקולוסוס מרודוס Colostrum קולוסטרום Colour revolution מהפכות הצבע Coloured People in Namibia צבעונים Coloureds צבעוניים Colposcopy קולפוסקופיה Colt קולט Colt .55 משתמש:Colt .55 Colt's Manufacturing Company קולט Coltan קולטן Colton Haynes קולטון היינס Coltrane changes קולטריין צ'יינג'ס Coluber זעמן Colubridae זעמניים Colubrids קטגוריה:זעמניים Colubroidea זעמנים Colugo גלשנאים Colugos קטגוריה:גלשנאים Columba יונה Columba קולומבה Columbanus קולומבנוס Columbarium קולומבריום Columbia קולומביה Columbia Center קולומביה סנטר Columbia Hills גבעות קולומביה Columbia Island פארק ליידי בירד ג'ונסון Columbia Pictures סרטי קולומביה Columbia Pictures films קטגוריה:סרטי קולומביה Columbia Plateau רמת קולומביה Columbia Records קולומביה רקורדס Columbia River קולומביה Columbia Symphony Orchestra תזמורת קולומביה Columbia University אוניברסיטת קולומביה Columbia University קטגוריה:אוניברסיטת קולומביה Columbia University faculty קטגוריה:סגל אוניברסיטת קולומביה Columbia concentration camp קולומביה האוס Columbidae יוניים Columbidae קטגוריה:יוניים Columbine High School massacre הטבח בתיכון קולומביין Columbite קולומביט Columbo קולומבו Columbus קולומבוס Columbus Blue Jackets קולומבוס בלו ג'אקטס Columbus Circle כיכר קולומבוס Columbus Control Centre מרכז הבקרה קולומבוס Columbus Crew SC קולומבוס קרו Columbus Crew SC players קטגוריה:כדורגלני קולומבוס קרו Columbus Day יום קולומבוס Columbus Destroyers קולומבוס דסטרוירס Columbus Lighthouse מגדלור קולומבוס Column עמוד Column שדרה Column of Antoninus Pius עמוד אנטונינוס פיוס Column of Marcus Aurelius עמוד מרקוס אורליוס Column of Phocas עמוד פוקאס Column still זיקוק רציף Columnist בעל טור Columnists קטגוריה:בעלי טור Colville Young קולויל יאנג Colón קולון Colón Portobelo פורטובלו Colón de Santa Fe footballers קטגוריה:כדורגלני אתלטיקו קולון Com COM Coma עילפון חושים Coma תרדמת Coma Berenices קטגוריה:קבוצת הכוכבים שערות ברניקי Coma Berenices שערות ברניקי Comac C919 קומק C-919 Comanche קומאנצ'י Comandante Hasta Siempre Hasta Siempre Comayagua קומאיאגואה Comb מסרק Comb over הלוואה וחיסכון Comb space מרחב המסרק Comb-crested jacana יקאנה תרנגולית Combat המג"ד Combat קטגוריה:לחימה Combat Arms Combat Arms Combat Engineering Corps חיל ההנדסה הקרבית Combat Girls לוחמת Combat Groups of the Working Class קבוצות המאבק של מעמד הפועלים Combat Intelligence Collection Corps חיל האיסוף הקרבי Combat boot נעלי צבא Combatant לוחם Combatants for Peace לוחמים לשלום Combination bus טיולית Combination lock מנעול צירופים Combinatorial auction מכרז קומבינטורי Combinatorial explosion בעיית התפוצצות מצבים Combinatorial game theory קטגוריה:תורת המשחקים הקומבינטורית Combinatorial group theory קטגוריה:תורת החבורות הקומבינטורית Combinatorics קומבינטוריקה Combinatorics קטגוריה:קומבינטוריקה Combine harvester קומביין תבואות Combined Fleet הצי היפני המשולב Combined Operations Headquarters מטה מבצעים משולבים Combined arms שדה הקרב המשולב Combined cycle מחזור משולב Combined oral contraceptive pill גלולה למניעת היריון Combs קומבס Combtooth blenny קרנוניים Combustion בעירה Combustion engine מנוע בעירה Comcast Comcast Come & Get It Come & Get It Come Around Sundown Come Around Sundown Come Dance with Me! Come Dance with Me! Come Dine with Me בואו לאכול איתי Come Fly with Me Come Fly with Me Come On Over Come on Over Come On Over Baby Come on Over Baby Come Swing with Me! Come Swing With Me Come Taste the Band Come Taste the Band Come Together Come Together Come and See צא וראה Come as You Are Come as You Are Comeback קאמבק Comecon קומקון Comedian קומיקאי Comedian Harmonists קומדיאן הרמוניסטס Comedians קטגוריה:קומיקאים Comedians by nationality קטגוריה:קומיקאים לפי מוצא Comedians in Cars Getting Coffee קומיקאים במכוניות שותים קפה Comedy פורטל:הומור Comedy קומדיה Comedy קטגוריה:קומדיה Comedy Central קומדי סנטרל Comedy Central קטגוריה:קומדי סנטרל Comedy books קטגוריה:ספרי הומור וקומדיה Comedy duos קטגוריה:צמדים קומיים Comedy film סרט קומדיה Comedy films קטגוריה:סרטי קומדיה Comedy films by genre קטגוריה:סרטי קומדיה לפי סוגה Comedy films by series קטגוריה:סדרות סרטי קומדיה Comedy of manners הקומדיה היוונית החדשה של מנאנדרוס Comedy plays קטגוריה:קומדיות Comedy television series קטגוריה:סדרות קומיות Comedy-drama דרמה קומית Comedy-drama films קטגוריה:סרטי דרמה קומית Comedy-drama television series קטגוריה:דרמות קומיות Comenius University אוניברסיטת קומניוס בברטיסלבה Comet קומט Comet שביט Comet Hale–Bopp שביט הייל-בופ Comet ISON C/2012 S1 Comet Shoemaker–Levy 9 שומייקר-לוי 9 Comet Swift–Tuttle שביט סוויפט-טאטל Comet in Moominland כוכב השביט מגיע לעמק המומינים Comets קטגוריה:שביטים Cometstyles/married תבנית:משתמש נשוי Comfort object אובייקט מעבר Comfort women נשות ניחומים Comfortably Numb Comfortably Numb Comgall mac Domangairt קומגאל מק דומאנגארט Comic book covers קטגוריה:ויקיפדיה - תמונות של עטיפות ספרי קומיקס Comic relief אתנחתא קומית Comic strip רצועת קומיקס Comic strips קטגוריה:רצועות קומיקס Comics קומיקס Comics קטגוריה:קומיקס Comics characters קטגוריה:דמויות מתוך קומיקס Comics creators קטגוריה:קומיקסאים Comics publishing companies קטגוריה:חברות קומיקס Cominform קומינפורם Coming Back to Life Coming Back to Life Coming Home השיבה הביתה Coming out יציאה מהארון Coming to America מגלה את אמריקה Coming-of-age films קטגוריה:סרטי התבגרות Coming-of-age story סרט התבגרות Comino קומינו Cominotto קומינוטו Comitatus קומיטטוס Comitia Calata אספות העם ברומא העתיקה Comma פסיק Comma-separated values CSV Command פקודה Command & Conquer Command & Conquer Command & Conquer קטגוריה:סדרת Command & Conquer Command & Conquer 3: Tiberium Wars Command & Conquer 3: Tiberium Wars Command & Conquer: Generals Command & Conquer: Generals Command & Conquer: Red Alert Command & Conquer: Red Alert Command & Conquer: Red Alert 2 Command & Conquer: Red Alert 2 Command & Conquer: Red Alert 3 Command & Conquer: Red Alert 3 Command & Conquer: Renegade Command & Conquer: Renegade Command and control קטגוריה:פיקוד ושליטה Command and control שליטה ובקרה Command guidance שגר ועדכן Command of the sea שליטה בים Command pattern תבנית Command Command responsibility אחריות פיקודית Command-line interface ממשק שורת פקודה Commander קומנדר Commander Keen קומנדר קין Commander in Chief גבירתי הנשיא Commanders for Israel's Security מפקדים למען ביטחון ישראל Commanders of the Israeli Sea Corps תבנית:מפקדי חיל הים הישראלי Commanders of the Order of the British Empire קטגוריה:מפקדים במסדר האימפריה הבריטית Commanders of the Royal Victorian Order קטגוריה:המסדר הוויקטוריאני המלכותי: מפקדים Commanding General of the United States Army הגנרל המפקד של צבא ארצות הברית Commanding officer מפקד Commando קומנדו Commando-Matrix-Firing Rocket Launcher.png תמונה:Commando missile.jpg Commandos קומנדוס Commedia dell'arte קומדיה דל'ארטה Commedia dell'arte קטגוריה:קומדיה דל'ארטה Commelina קומלינה Commelina erecta קומלינה זקופה Commelinaceae קומליניים Commelinaceae קטגוריה:קומליניים Commelinales קומלינאים Commelinales קטגוריה:קומלינאים Commemoration קטגוריה:הנצחה Commemorative plaque לוחית זיכרון Commensalism קומנסליזם Commensurability מידה משותפת Commentaries on Mishneh Torah קטגוריה:נושאי כלים של רמב"ם Commentaries on the Mishnah קטגוריה:פרשני המשנה Commentarii de Bello Civili מלחמת האזרחים של יוליוס קיסר Commentarii de Bello Gallico מלחמת גאליה Commentary קומנטרי Commentary on the Water Classic פרשנות לקלאסיקה של הנהרות Commentators קטגוריה:פרשנים Commentators on the Jerusalem Talmud תבנית:פרשני התלמוד הירושלמי Commerce קטגוריה:מסחר Commerce deities קטגוריה:אלילי מסחר Commerce goddesses קטגוריה:אלות מסחר Commerce gods קטגוריה:אלי מסחר Commerce websites קטגוריה:אתרי מסחר אלקטרוני Commercial Orbital Transportation Services תוכנית COTS Commercial air travel תבנית:תעופה אזרחית Commercial crimes קטגוריה:פשעים כלכליים Commercial mortgage משכנתא Commercial off-the-shelf רכיבי מדף Commercial skipping Commercial skipping Commercial sorghum דורה Commerson's dolphin דולפין קומרסון Commerzbank Tower מגדל קומרצבנק Commerzbank-Arena קומרצבנק ארנה Commissar קומיסר Commission עמלה Commissioner נציב Commissioners of Police of the Metropolis קטגוריה:מפקדי המשטרה המטרופוליטנית של לונדון Commissioners' Plan of 1811 תוכנית המפקח של 1811 Committee ועדה Committee for State Security הוועדה לביטחון המדינה Committee for a Workers' International הוועד למען אינטרנציונל עובדים Committee of Members of the Constituent Assembly קומוץ' Committee of Union and Progress מועצת האיחוד והקידמה Committee of the Jewish Community of Hebron היישוב היהודי בחברון Committee on Appeal for Human Rights התנועה לזכויות האזרח של ארצות הברית Commius קומיוס Commodity סחורה Commodore קומודור Commodore 64 קומודור 64 Commodore 64 games קטגוריה:משחקי קומודור 64 Commodore International קומודור אינטרנשיונל Commodore International קטגוריה:קומודור אינטרנשיונל Commodore VIC-20 קומודור VIC-20 Commodus קומודוס Common Access Card CAC Common Desktop Environment Common Desktop Environment Common Era הספירה הכללית Common European Framework of Reference for Languages המדד האירופי להערכת שפות Common Gateway Interface Common Gateway Interface Common Intermediate Language CIL Common Language Runtime Common Language Runtime Common Sense שכל ישר Common Suriname toad פיפה מצויה Common basilisk בסיליסק מצוי Common blackbird שחרור Common bottlenose dolphin דולפינן מצוי Common brown lemur למור חום Common brushtail possum פוסום אוסטרלי כסוף-אפור Common bulbul בולבול אפריקאי Common buzzard עקב חורף Common carotid artery עורק תרדמני Common carp קרפיון מצוי Common chaffinch פרוש מצוי Common chameleon זיקית ים-תיכונית Common chiffchaff עלווית חורף Common chimpanzee שימפנזה מצוי Common cold הצטננות Common crane עגור אפור Common cuckoo קוקייה אירופית Common dolphin דולפין Common duiker צביון סבכים Common dwarf mongoose נמייה ננסית מצויה Common eider אדרית שחורת כיפה Common eland אילנד מצוי Common employment הסתכנות מרצון Common fig תאנה Common flat lizard לטאה שטוחה מצויה Common genet גחן מצוי Common goldeneye עבראש ירוק Common grasshopper warbler חרגולן מנומר Common hepatic artery עורק הכבד המשותף Common house gecko שממית הבתים Common iliac artery עורק הכסל המשותף Common interosseous artery העורק הבין-גרמי המשותף Common kestrel בז מצוי Common kingfisher שלדג גמדי Common kusimanse קוסימן מצוי Common law המשפט המקובל Common law קטגוריה:המשפט המקובל Common loon צוללן צפוני Common marmoset מרמוסט מצוי Common merganser מרגון גדול Common minke whale לווייתן גוץ Common moorhen סופית מצויה Common mudpuppy נקטורוס מצוי Common myna מיינה מצויה Common nightingale זמיר הירדן Common octopus תמנון החוף Common opossum אופוסום מצוי Common palmar digital arteries עורקי האצבעות הכפיים המשותפים Common pheasant פסיון מצוי Common potoo פוטו מצוי Common quail שליו נודד Common raven עורב שחור Common redshank ביצנית לבנת כנף Common scold אשת מדנים ציבורית Common seadragon סוסון העשב Common sense שכל ישר Common shelduck טדורנה ירוקת-ראש Common snapping turtle צב נשכן מצוי Common starling זרזיר מצוי Common stock מניה רגילה Common swift סיס החומות Common tern שחפית ים Common thresher כריש שועל Common toad קרפדה מצויה Common tsessebe דאמאליסק הסהר Common vampire bat ערפד מצוי Common wallaroo וולארו מצוי Common warthog חזיר יבלות מצוי Common whitethroat סבכי קוצים Common-law marriage ידוע בציבור Common-pool resource מוצר משותף Common-use self-service עמדה לבידוק עצמי Commons תבנית:Commons Commons category תבנית:Commonscat Commons-based peer production כלכלה משתפת Commons-inline תבנית:ויקישיתוף בשורה Commonwealth Bank Commonwealth Bank of Australia Commonwealth Bay מפרץ קומונוולת' Commonwealth Chair-in-Office יושב ראש חבר העמים הבריטי Commonwealth Day יום חבר העמים הבריטי Commonwealth Games משחקי חבר העמים הבריטי Commonwealth Games קטגוריה:משחקי חבר העמים Commonwealth Heads of Government Meeting פגישות ראשי ממשלות חבר העמים הבריטי Commonwealth Star כוכב חבר העמים Commonwealth Trans-Antarctic Expedition המשלחת הטראנס-אנטארקטית של חבר העמים הבריטי Commonwealth War Graves Commission ועדת חבר העמים לקברי מלחמה Commonwealth War Graves Commission קטגוריה:ועדת חבר העמים לקברי מלחמה Commonwealth War Graves Commission cemeteries קטגוריה:בתי קברות צבאיים של האימפריה הבריטית Commonwealth War Graves Commission memorials קטגוריה:אנדרטאות ועדת חבר העמים לקברי מלחמה Commonwealth of Independent States חבר המדינות Commonwealth of Independent States תבנית:מדינות חבר המדינות Commonwealth of Independent States Cup גביע חבר המדינות Commonwealth of Nations חבר העמים הבריטי Commonwealth of Nations קטגוריה:חבר העמים הבריטי Commonwealth realm ממלכות חבר העמים הבריטי Commonwealth realms קטגוריה:ממלכות חבר העמים Commonwealth realms תבנית:ממלכת חבר העמים Commune קומונה Communes קטגוריה:קומונות Communes and villages in Romania קטגוריה:רומניה: עיירות Communes in Alsace קטגוריה:אלזס: ערים Communes in Aquitaine קטגוריה:אקיטן: ערים Communes in Brittany קטגוריה:ברטאן: ערים Communes in Centre קטגוריה:סאנטר-עמק הלואר: ערים Communes in Champagne-Ardenne קטגוריה:שמפאן-ארדן: ערים Communes in Hauts-de-France קטגוריה:נור-פה דה קאלה: ערים Communes in Languedoc-Roussillon קטגוריה:לנגדוק-רוסיון: ערים Communes in Limousin קטגוריה:לימוזן: ערים Communes in Lorraine קטגוריה:לורן: ערים Communes in Midi-Pyrénées קטגוריה:מידי פירנה: ערים Communes in Pays de la Loire קטגוריה:ארץ הלואר: ערים Communes in Picardy קטגוריה:פיקרדיה: ערים Communes in Poitou-Charentes קטגוריה:פואטו-שראנט: ערים Communes in Provence-Alpes-Côte d'Azur קטגוריה:פרובאנס-אלפ-קוט ד'אזור: ערים Communes in Île-de-France קטגוריה:איל דה פראנס: ערים Communes of Bas-Rhin קטגוריה:בא-רן: ערים Communes of Chile קומונה Communes of Chile קטגוריה:צ'ילה: ערים Communes of France קומונה Communes of Guadeloupe קטגוריה:גוואדלופ: ערים Communes of Guyane קטגוריה:גיאנה הצרפתית: ערים Communes of Haut-Rhin קטגוריה:או-רן: ערים Communes of Hauts-de-Seine קטגוריה:רמות הסן: ערים Communes of Luxembourg קומונה Communes of Martinique קטגוריה:מרטיניק: ערים Communes of Mayotte קטגוריה:מיוט: ערים Communes of Réunion קטגוריה:ראוניון: ערים Communes of Seine-Saint-Denis קטגוריה:סן-סן-דני: ערים Communes of Val-de-Marne קטגוריה:עמק המארן: ערים Communicating vessels חוק כלים שלובים Communication קטגוריה:תקשורת Communication תקשורת Communication by type קטגוריה:שיטות תקשורת Communication software קטגוריה:תוכנות תקשורת Communication stubs קטגוריה:קצרמר תקשורת Communication studies קטגוריה:חקר התקשורת Communication systems engineering הנדסת מערכות תקשורת Communication towers קטגוריה:מגדלי תקשורת Communications by country קטגוריה:תקשורת לפי מדינה Communications in Algeria קטגוריה:אלג'יריה: תקשורת Communications in Gibraltar קטגוריה:גיברלטר: תקשורת Communications in Iceland קטגוריה:איסלנד: תקשורת Communications in Iran קטגוריה:איראן: תקשורת Communications in Israel קטגוריה:ישראל: תקשורת Communications in Lebanon קטגוריה:לבנון: תקשורת Communications in Moldova קטגוריה:רפובליקה מולדובה: תקשורת Communications in Poland קטגוריה:פולין: תקשורת Communications in Qatar קטגוריה:קטר: תקשורת Communications in Romania קטגוריה:רומניה: תקשורת Communications in Turkey קטגוריה:טורקיה: תקשורת Communications protocol פרוטוקול תקשורת Communications satellite לוויין תקשורת Communications satellite operators קטגוריה:חברות תקשורת לווינית Communications satellites קטגוריה:לווייני תקשורת Communiqué Communiqué Communism קומוניזם Communism קטגוריה:קומוניזם Communism in Israel קטגוריה:קומוניזם בישראל Communist Action Organization in Lebanon ארגון הפעולה הקומוניסטית Communist International קומינטרן Communist League ברית הקומוניסטים Communist Party המפלגה הקומוניסטית Communist Party USA המפלגה הקומוניסטית של ארצות הברית Communist Party of China המפלגה הקומוניסטית של סין Communist Party of Germany המפלגה הקומוניסטית של גרמניה Communist Party of Great Britain המפלגה הקומוניסטית של בריטניה Communist Party of Great Britain members קטגוריה:קומוניסטים בריטים Communist Party of Poland המפלגה הקומוניסטית של פולין Communist Party of the Russian Federation המפלגה הקומוניסטית של הפדרציה הרוסית Communist Party of the Soviet Union המפלגה הקומוניסטית של ברית המועצות Communist parties קטגוריה:מפלגות קומוניסטיות Communists קטגוריה:קומוניסטים Communitarianism קהילתנות Community סינאקולוגיה Community ספר:קהילה Community קהילה Community קומיוניטי Community Rule סרך היחד Community centre מתנ"ס Community forestry יער קהילתי Community of Latin American and Caribbean States הקהילה של אמריקה הלטינית והמדינות הקריביות Community of Madrid מדריד Community of Madrid קטגוריה:מדריד Community of Portuguese Language Countries קהילת המדינות הדוברות פורטוגזית Community of Portuguese Language Countries תבנית:קהילת המדינות הדוברות פורטוגזית Community of the Beatitudes קהילת בני האושר Community pharmacy בית מרקחת Community portal ויקיפדיה:שער הקהילה Community ransom כופר היישוב Community school בית ספר קהילתי Community service עבודות שירות Community settlement יישוב קהילתי Community settlements קטגוריה:ישראל: יישובים קהילתיים Commutative algebra אלגברה קומוטטיבית Commutative diagram דיאגרמה Commutative property פעולה קומוטטיבית Commutator קומוטטור Commutator subgroup תת-חבורת הקומוטטורים Commuter rail רכבת פרוורית Commuter town עיר שינה Commuting יוממות Como קומו Como Ama una Mujer Como Ama Una Mujer Comodo Group Comodo Comodoro Rivadavia קומודורו ריבדביה Comorbidity תחלואה נלווית Comorian language קומורית Comorian people קטגוריה:קומורואים Comorian politicians קטגוריה:פוליטיקאים קומורואים Comoros קומורו Comoros קטגוריה:קומורו Comoros FA.png קובץ:Comoros FA.gif Comoros Moroni מורוני Comoros at the Olympics קומורו במשחקים האולימפיים Comoros at the Paralympics קומורו במשחקים הפאראלימפיים Comoros national football team נבחרת קומורו בכדורגל Comoé National Park הפארק הלאומי קומואה CompStat COMPSTAT Compact Cassette קלטת שמע Compact Muon Solenoid ניסוי CMS Compact cars קטגוריה:מכוניות משפחתיות Compact dimension ממד קומפקטי Compact disc תקליטור Compact fluorescent lamp נורה פלואורסצנטית קומפקטית Compact operator אופרטור קומפקטי Compact space קבוצה קומפקטית Compact-open topology הטופולוגיה הקומפקטית-פתוחה CompactFlash קומפקט פלאש Compactification קומפקטיפיקציה Compactly generated space מרחב נוצר קומפקטית Compactness theorem משפט הקומפקטיות Companies קטגוריה:חברות Companies based in Tel Aviv קטגוריה:תל אביב-יפו: חברות Companies based in the State of Palestine קטגוריה:חברות פלסטיניות Companies by city in Israel קטגוריה:חברות ישראליות לפי יישוב Companies by country קטגוריה:חברות לפי מדינה Companies by stock exchange קטגוריה:חברות לפי בורסה Companies listed on NASDAQ קטגוריה:חברות הנסחרות בנאסד"ק Companies listed on TASE קטגוריה:חברות הנסחרות בבורסה לניירות ערך בתל אביב Companies listed on the London Stock Exchange קטגוריה:חברות הנסחרות בבורסה לניירות ערך בלונדון Companies listed on the New York Stock Exchange קטגוריה:חברות הנסחרות בבורסה לניירות ערך בניו יורק Companies listed on the OMX exchanges קטגוריה:חברות הנסחרות ב-OMX Companies of Argentina קטגוריה:חברות ארגנטינאיות Companies of Armenia קטגוריה:חברות ארמניות Companies of Australia קטגוריה:חברות אוסטרליות Companies of Austria קטגוריה:חברות אוסטריות Companies of Bulgaria קטגוריה:חברות בולגריות Companies of China by industry קטגוריה:חברות סיניות Companies of Croatia קטגוריה:חברות קרואטיות Companies of Cyprus קטגוריה:חברות קפריסאיות Companies of Czechoslovakia קטגוריה:חברות צ'כיות Companies of Estonia קטגוריה:חברות אסטוניות Companies of Finland קטגוריה:חברות פיניות Companies of France קטגוריה:חברות צרפתיות Companies of France by industry קטגוריה:צרפת: תעשייה Companies of Germany קטגוריה:חברות גרמניות Companies of Greece קטגוריה:חברות יווניות Companies of Hungary קטגוריה:חברות הונגריות Companies of Iceland קטגוריה:חברות איסלנדיות Companies of Indonesia קטגוריה:חברות אינדונזיות Companies of Iran קטגוריה:חברות איראניות Companies of Ireland קטגוריה:חברות איריות Companies of Israel קטגוריה:חברות ישראליות Companies of Italy קטגוריה:חברות איטלקיות Companies of Japan קטגוריה:חברות יפניות Companies of Jordan קטגוריה:חברות ירדניות Companies of Latvia קטגוריה:חברות לטביות Companies of Luxembourg קטגוריה:חברות לוקסמבורגיות Companies of Malaysia קטגוריה:חברות מלזיות Companies of Malta קטגוריה:חברות מלטזיות Companies of Moldova קטגוריה:חברות מולדוביות Companies of Portugal קטגוריה:חברות פורטוגליות Companies of Qatar קטגוריה:חברות קטריות Companies of Russia קטגוריה:חברות רוסיות Companies of Serbia קטגוריה:חברות סרביות Companies of Singapore קטגוריה:חברות סינגפוריות Companies of Slovakia קטגוריה:חברות סלובקיות Companies of Slovenia קטגוריה:חברות סלובניות Companies of South Korea קטגוריה:חברות דרום קוריאניות Companies of Spain קטגוריה:חברות ספרדיות Companies of Sweden קטגוריה:חברות שוודיות Companies of Switzerland קטגוריה:חברות שווייצריות Companies of Taiwan קטגוריה:חברות טאיוואניות Companies of Thailand קטגוריה:חברות תאילנדיות Companies of Ukraine קטגוריה:חברות אוקראיניות Companies of Uruguay קטגוריה:חברות אורוגוואיות Companies of Uzbekistan קטגוריה:חברות אוזבקיות Companies of Venezuela קטגוריה:חברות ונצואליות Companies of Yugoslavia קטגוריה:חברות יוגוסלביות Companies of the Netherlands קטגוריה:חברות הולנדיות Companies of the Republic of Macedonia קטגוריה:חברות מקדוניות Companies of the Soviet Union קטגוריה:חברות סובייטיות Companies of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: חברות Companies of the United Kingdom קטגוריה:חברות בריטיות Companies of the United States קטגוריה:חברות אמריקאיות Companion דוקטור הו - דמויות Companion cavalry הטיירוי Companion matrix מטריצה מלווה Companions of the Distinguished Service Order קטגוריה:מעוטרי אות השירות המצוין Companions of the Order of Australia קטגוריה:מסדר אוסטרליה: עמיתים Companions of the Order of St Michael and St George קטגוריה:מסדר מיכאל הקדוש וג'ורג' הקדוש: עמיתים Companions of the Order of the Bath קטגוריה:מסדר האמבט: עמיתים Companions of the Order of the Indian Empire קטגוריה:מסדר האימפריה ההודית: עמיתים Companions of the Order of the Star of India קטגוריה:מסדר כוכב הודו: עמיתים Companions of the Queen's Service Order קטגוריה:מסדר שירות המלכה Company חברה Company פלוגה Company קומפני Company of Heroes Company Of Heroes Company rule in Rhodesia רודזיה תחת שלטון חברת דרום אפריקה הבריטית Comparative ערך היתרון Comparative advantage יתרון יחסי Comparative law משפט השוואתי Comparative negligence אשם תורם כהגנה יחסית Comparative politics פוליטיקה השוואתית Comparative psychology פסיכולוגיה השוואתית Comparator משוון Comparison of memory cards השוואת כרטיסי זכרון Comparison shopping website השוואת מחירים באינטרנט Compartment חלקה Compass מחוגה Compass מצפן Compass and straightedge constructions קטגוריה:בנייה בסרגל ובמחוגה Compass direction תבנית:רוחות השמים Compass rose שושנת הרוחות Compass-and-straightedge construction בנייה בסרגל ובמחוגה Compassion חמלה Compere קומפר Competition תחרות Competition law הגבלים עסקיים Competition law קטגוריה:הגבלים עסקיים Competitions קטגוריה:תחרויות Competitions in Israel קטגוריה:תחרויות בישראל Competitive diving קטגוריה:קפיצה למים Competitive eating אכילה תחרותית Competitive intelligence מודיעין עסקי Competitiveness תחרותיות Competitors in athletics קטגוריה:אתלטים Compilation albums קטגוריה:אלבומי אוסף Compiler מהדר Compiz Compiz Complement משלים Complement graph גרף משלים Complement system מערכת המשלים Complementary DNA CDNA Complementary good מוצר משלים Complementation קומפלמנטציה Complete & Unbelievable: The Otis Redding Dictionary of Soul Complete & Unbelievable: The Otis Redding Dictionary of Soul Complete graph גרף שלם Complete group חבורה שלמה Complete metric space מרחב מטרי שלם Completeness שלמות Completing the square השלמה לריבוע Complex קומפלקס Complex קטגוריה:תסביכים Complex adaptive system מערכות מורכבות מסתגלות Complex analysis אנליזה מרוכבת Complex analysis קטגוריה:אנליזה מרוכבת Complex interdependence תלות גומלין מורכבת Complex measure מידה מרוכבת Complex network רשת מורכבת Complex number מספר מרוכב Complex of Goguryeo Tombs מערך הקברים של גוגוריו Complex partial seizure פרכוס חלקי מורכב Complex plane המישור המרוכב Complex regional pain syndrome תסמונת כאב אזורי מורכב Complex system מערכת מורכבת Complex systems theory קטגוריה:סיבוכיות Complex volcano הר געש מורכב Complex volcanoes קטגוריה:מתחמים געשיים Complexity סיבוכיות Complexity class מחלקת סיבוכיות Complexity classes קטגוריה:מחלקות סיבוכיות Complexo do Alemão קומפלקסו דו אלמאו Compliance היענות תרופתית Complication סיבוך Complications of pregnancy שמירת היריון Complications of surgical and medical care קטגוריה:סיבוכים עקב ניתוחים וטיפולים רפואיים Complutensian Polyglot Bible הפוליגלוטה הקומפלוטנסית Component Object Model COM Component video Component video Components of the International Space Station קטגוריה:רכיבי תחנת החלל הבינלאומית Composer מלחין Composers קטגוריה:מלחינים Composers and Music Publishers in Israel Society of Authors אקו"ם Composers by nationality קטגוריה:מלחינים לפי מוצא Composers from Georgia קטגוריה:מלחינים גאורגים Composers of Christian music קטגוריה:מלחיני מוזיקה כנסייתית Composite armour שריון מרוכב Composite bow קשת מורכבת Composite material חומר מרוכב Composite materials קטגוריה:חומרים מרוכבים Composite number מספר פריק Composite order הסדר המשולב Composite portrait צילום מורכב Compositing הרכבת שכבות Composition קומפוזיציה Composition algebra אלגברת הרכבה Composition series סדרה נורמלית Compositions by Antonio Vivaldi קטגוריה:יצירות מאת ויוואלדי Compositions by Antonín Dvořák קטגוריה:יצירות מאת דבוז'אק Compositions by Dmitri Shostakovich קטגוריה:יצירות מאת שוסטקוביץ' Compositions by Felix Mendelssohn קטגוריה:יצירות מאת פליקס מנדלסון Compositions by Franz Schubert קטגוריה:יצירות מאת שוברט Compositions by Frédéric Chopin קטגוריה:יצירות מאת פרדריק שופן Compositions by George Frideric Handel קטגוריה:יצירות מאת הנדל Compositions by George Gershwin קטגוריה:גרשווין Compositions by Giuseppe Verdi קטגוריה:יצירות מאת ג'וזפה ורדי Compositions by Gustav Mahler קטגוריה:יצירות מאת גוסטב מאהלר Compositions by Igor Stravinsky קטגוריה:יצירות מאת סטרווינסקי Compositions by Johann Sebastian Bach קטגוריה:יצירות מאת יוהאן סבסטיאן באך Compositions by Johannes Brahms קטגוריה:יצירות מאת ברהמס Compositions by Joseph Haydn קטגוריה:יצירות מאת יוזף היידן Compositions by Ludwig van Beethoven קטגוריה:יצירות מאת בטהובן Compositions by Maurice Ravel קטגוריה:יצירות מאת ראוול Compositions by Pyotr Ilyich Tchaikovsky קטגוריה:צ'ייקובסקי Compositions by Sergei Prokofiev קטגוריה:יצירות מאת סרגיי פרוקופייב Compositions by Wolfgang Amadeus Mozart קטגוריה:יצירות מאת מוצרט Compositions by composer קטגוריה:יצירות במוזיקה קלאסית לפי מלחין Compositions by instrumentation קטגוריה:יצירות במוזיקה קלאסית לפי כלי Compositions for cello קטגוריה:יצירות לצ'לו Compositions for flute קטגוריה:יצירות לחליל Compositions for piano קטגוריה:יצירות לפסנתר Compositions for piano quintet קטגוריה:חמישיות פסנתר Compositions for string quartet קטגוריה:יצירות לרביעיית מיתרים Compositions for violin קטגוריה:יצירות לכינור Compost דשונת Composting toilet שירותים אקולוגיים Compote לפתן Compound הרכב Compound chocolate צימקאו Compounds of carbon תרכובות פחמן Comprehensive Nuclear-Test-Ban Treaty האמנה למניעת ניסויים גרעיניים Compressed air אוויר דחוס Compressed natural gas גז טבעי דחוס Compressible flow זרימה דחיסה Compression stockings גרביים אלסטיים Compressive stress מאמץ לחיצה Compressor קומפרסור Compromise פשרה Compromise of 1850 פשרת 1850 Compsognathus קומפסוגנתוס Comptometer קומפטומטר Compton Compton Compton קומפטון Compton scattering אפקט קומפטון Compton wavelength אורך גל קומפטון Compton's Cafeteria riot מהומות קפיטריית קומפטון Compucolor II CompuColor II Compugen קומפיוג'ן Compulsion כפייה Compulsive hoarding אגרנות כפייתית Compulsory education חוק לימוד חובה Compulsory sterilization עיקור כפוי Computability חישוביות Computability theory קטגוריה:רקורסיה Computability theory תורת הרקורסיה Computable number מספר חשיב Computation חישוב Computational chemistry כימיה חישובית Computational complexity theory קטגוריה:סיבוכיות חישובית Computational complexity theory תורת הסיבוכיות Computational genomics גנומיקה חישובית Computational geometry גאומטריה חישובית Computational linguistics בלשנות חישובית Computational problems קטגוריה:בעיות חישוביות Computer מחשב Computer History Museum מוזיאון היסטוריית המחשב Computer Networking ספר:תקשורת נתונים Computer Service Directorate אגף התקשוב Computer and network surveillance מעקב על מחשבים ורשתות Computer animation הנפשה ממוחשבת Computer architecture ארכיטקטורת מחשב Computer buses קטגוריה:אפיקי מחשב Computer case מארז מחשב Computer chess קטגוריה:תוכנות שחמט Computer chess תוכנת שחמט Computer chess people קטגוריה:מפתחי תוכנות שחמט Computer cluster אשכול מחשבים Computer cooling מערכת קירור של מחשב Computer emergency response team צוות חירום לטיפול באירועי מחשב Computer engineering הנדסת מחשבים Computer errors קטגוריה:שגיאות מחשב Computer file קובץ Computer file formats קטגוריה:פורמטי קבצים Computer file systems קטגוריה:מערכות קבצים Computer forensics חקירת פשעי מחשב Computer graphics גרפיקה ממוחשבת Computer graphics קטגוריה:גרפיקה ממוחשבת Computer hacking קטגוריה:האקינג Computer hardware חומרה Computer hardware קטגוריה:חומרה Computer hardware companies קטגוריה:יצרני חומרה Computer keyboard מקלדת מחשב Computer keyboards קטגוריה:מקלדת המחשב Computer keys קטגוריה:מקשים Computer language שפת מחשב Computer language user templates קטגוריה:ויקיפדיה: משתמש - שפות תכנות Computer libraries קטגוריה:ספריות תוכנה Computer memory קטגוריה:זיכרון מחשב Computer monitor צג Computer mouse עכבר Computer multitasking ריבוי משימות Computer museums קטגוריה:מוזיאונים למחשוב Computer network תקשורת נתונים Computer networks קטגוריה:תקשורת מחשבים Computer occupations קטגוריה:מקצועות המחשוב Computer program תוכנית מחשב Computer programmers קטגוריה:מתכנתים Computer programming פורטל:תוכנה Computer programming קטגוריה:תכנות Computer programming תכנות מחשבים Computer programming tools קטגוריה:כלי תכנות Computer recycling מיחזור אלקטרוניקה Computer repair technician טכנאי מחשבים Computer science מדעי המחשב Computer science קטגוריה:מדעי המחשב Computer science awards קטגוריה:פרסים למדעי המחשב Computer scientist מדען מחשב Computer scientists קטגוריה:מדעני מחשב Computer security אבטחת מחשב אישי ברשת Computer security קטגוריה:אבטחת מחשבים Computer security exploits קטגוריה:פרצות אבטחה Computer security software קטגוריה:תוכנות אבטחת מחשבים Computer security software companies קטגוריה:חברות אבטחת מחשבים Computer standards קטגוריה:תקנים בתחום המחשוב Computer storage קטגוריה:אחסון נתונים Computer storage devices קטגוריה:התקני אחסון נתונים Computer terminal מסוף מחשב Computer virus וירוס מחשב Computer viruses קטגוריה:וירוסי מחשב Computer vision ראייה ממוחשבת Computer vision syndrome תסמונת ראיית מחשב Computer worm תולעת מחשב Computer-aided design קטגוריה:תכנון בעזרת מחשב Computer-aided design תכנון בעזרת מחשב Computer-animated films קטגוריה:סרטי אנימציה ממוחשבת Computer-animated television series קטגוריה:סדרות הנפשה ממוחשבת Computer-assisted legal research מאגר משפטי Computer-assisted web interviewing שאלון מקוון Computer-generated imagery Computer-generated Imagery Computer-mediated communication למידה משולבת מחשב Computer-related user templates קטגוריה:ויקיפדיה - משתמש - מחשבים Computerized adaptive testing מבחן אדפטיבי ממוחשב Computers קטגוריה:מחשבים Computerspielemuseum Berlin מוזיאון משחקי המחשב Computing קטגוריה:מחשוב Computing by computer model קטגוריה:דגמי מחשבים Computing commands קטגוריה:פקודות מחשב Computing infobox templates קטגוריה:תבניות פרמטריות - מחשבים וטכנולוגיה Computing input devices קטגוריה:התקני קלט Computing output devices קטגוריה:התקני פלט Computing platform פלטפורמת מחשוב Computing stubs קטגוריה:קצרמר מחשבים Computing templates קטגוריה:תבניות ניווט - מחשבים וטכנולוגיה Comsec Consulting עילדב השקעות Comte de Buffon Georges-Louis Leclerc ז'ורז'-לואי לקלר דה בופון Comte de Bussy Roger de Rabutin רוזן ביסי רוז'ה דה ראביטן Comté cheese קונטה Comune קומונה Comunidad Inti Wara Yassi אינטי וארה יאסי Comverse Technology קומברס Comédie-Française קומדי פראנסז Con Air קון אייר Conakry קונאקרי Conall Crandomna קונאל קראנדומנה Conall mac Comgaill קונאל מק קומגאל Conall mac Taidg מלך הפיקטים קונאל Conall mac Áedáin קונאל מק אאדיין Conan משתמש:Kenny sh Conan O'Brien קונאן או'בריאן Conan the Barbarian קונאן הברברי Conan the Destroyer קונאן המשמיד Conatus קונאטוס Concatenation שרשור Concave function פונקציה קעורה Concealer קונסילר Concentrated solar power מגדל שמש Concentration משחק הזיכרון Concentration ריכוז Concentration camp מחנה ריכוז Concentration camps קטגוריה:מחנות ריכוז Concentration camps in Italy קטגוריה:מחנות ריכוז באיטליה Concentration camps in North Korea קטגוריה:מחנות ריכוז בצפון קוריאה Concentration camps of the Independent State of Croatia קטגוריה:מחנות ריכוז של האוסטאשה Concentration of media ownership ריכוזיות תקשורתית Concentric עצמים קונצנטריים Concentric castle מצודה קונצנטרית Concentric zone model דגם מעגלי Concepción קונספסיון Concepción del Uruguay קונספסיון דל אורוגוואי Concept album אלבום קונספט Concept albums קטגוריה:אלבומי קונספט Concept map מפת מושגים Conceptual art אמנות מושגית Concert קונצרט Concert Fantasia פנטזיה קונצרטנטית של צ'ייקובסקי Concert band תזמורת כלי נשיפה Concert dance מחול Concert halls קטגוריה:אולמות קונצרטים Concert halls in London קטגוריה:לונדון: אולמות קונצרטים Concert halls in the United Kingdom קטגוריה:בריטניה: אולמות קונצרטים Concert halls in the United States קטגוריה:ארצות הברית: אולמות קונצרטים Concert pitch גובה קונצרט Concert tours קטגוריה:סיבובי הופעות Concertgebouw קונצרטחבאו Concertina מפוחית יד Concertmaster כנר ראשי Concerto קונצ'רטו Concerto for Group and Orchestra Concerto for Group and Orchestra Concerto for Orchestra קונצ'רטו לתזמורת של בארטוק Concerto grosso קונצ'רטו גרוסו Concertos קטגוריה:קונצ'רטי Concerts Colonne תזמורת קולון Conch קונכייה Conch Republic רפובליקת קונק Conchita Martínez קונצ'יטה מרטינס Conchita Wurst קונצ'יטה וורסט Concierge קונסיירז' Conciergerie הקונסיירז'רי Concierto de Aranjuez קונסיירטו דה ארנחואס Concino Concini קונצ'ינו קונצ'יני Concord Production Inc. films קטגוריה:Concord Production Inc. Concordance קונקורדנציה Concordat קונקורדט Concorde קונקורד Concordia קונקורדיה Concordia University אוניברסיטת קונקורדיה Concrete בטון Concrete קטגוריה:בטון Concrete canoe תחרות בניית סירות קאנו מבטון Concrete mixer מערבל בטון Concrete plant מפעל בטון Concrete poetry אידאוגרפיה Concrete pump משאבת בטון Concrete sculptures קטגוריה:פסלי בטון ConcreteNavigationBox תבנית:בטון Concubinage פילגש Concurrency control בקרת מקביליות Concurrent Versions System CVS Concurrent engineering הנדסה משולבת Concussion בלתי הפיך Concussion זעזוע מוח Condatis קונדאטיס Condensation התעבות Condensation reaction תגובת דחיסה Condensed matter physics פיזיקה של חומר מעובה Condensed matter physics קטגוריה:פיזיקה של חומר מעובה Condensed milk חלב מרוכז Condiments קטגוריה:חומרי גלם Conditional פקודת תנאי Conditional convergence התכנסות בתנאי Conditional entropy אנטרופיה מותנית Conditional expressions ויקיפדיה:חידושים בתוכנה Conditional probability הסתברות מותנית Conditional probability distribution התפלגות מותנית Conditioning התניה Conditions of the skin appendages קטגוריה:הפרעות בטפולות העור Condoleezza Rice קונדוליזה רייס Condom קונדום Condominium בית משותף Condor קונדור Condor Flugdienst קונדור איירליינס Condor Legion לגיון הקונדור Condorcet criterion תבחין קונדורסה Condorcet method מועמד קונדורסה Condottieri קונדוטיירי Conduct disorder הפרעת התנהגות Conducting ניצוח Conductive wireless charging טעינה אלחוטית Conductivity מוליכות Conductor מנצח Conductors קטגוריה:מנצחים Conductus קונדוקטוס Conduit קונדואיט Condylarth קונדילרסים Condé Nast קונדה נאסט Condé Nast Traveler קונדה נאסט טראבלר Cone חרוט Cone cell מדוך Conel Hugh O'Donel Alexander קונל יוז אודונל אלכסנדר Coney Island קוני איילנד Confectionery ממתק Confectionery קטגוריה:ממתקים Confederación Nacional del Trabajo CNT Confederate Arizona טריטוריית אריזונה Confederate Army of Kentucky ארמיית קנטקי Confederate States Army צבא הקונפדרציה Confederate States Army קטגוריה:צבא הקונפדרציה Confederate States Constitution חוקת קונפדרציית המדינות של אמריקה Confederate States dollar דולר של הקונפדרציה Confederate States of America קונפדרציית המדינות של אמריקה Confederate States of America קטגוריה:קונפדרציית המדינות של אמריקה Confederate States of America political leaders קטגוריה:פוליטיקאים דרומיים במלחמת האזרחים האמריקנית Confederation קונפדרציה Confederation Bridge גשר הקונפדרציה Confederation of African Football קונפדרציית הכדורגל של אפריקה Confederation of Mountain Peoples of the Caucasus קונפדרציית עמי ההר של הקווקז Confederation of the Rhine הקונפדרציה של הריין Conference call שיחת ועידה Conference of European Rabbis ועידת רבני אירופה Conference of Presidents of Major American Jewish Organizations ועידת הנשיאים Conferences קטגוריה:כנסים Confession הודאה Confession וידוי Confessional תא וידוי Confessions הווידויים Confessions וידויים Confessions of Felix Krull וידויי ההרפתקן פליכס קרול Confessions of a Shopaholic וידויים של שופהוליק Confessions of an Economic Hit Man וידויו של מחסל כלכלי Confessions on a Dance Floor Confessions on a Dance Floor Confetti פתיתונים Conficker קונפיקר Confidence interval רווח בר-סמך Confidence trick תרגיל עוקץ Confident Confident Configuration file קובץ תצורה Configuration files קטגוריה:קובצי תצורה Confined space מקום מוקף Confinement כליאה Confirmation קונפירמציה Confirmation bias הטיית אישור Conflagration שריפה Conflict סכסוך Conflict קטגוריה:סכסוכים Conflict minerals מינרלי קונפליקט Conflict of interest ניגוד עניינים Conflict of laws משפט בינלאומי פרטי Conflict of laws קטגוריה:משפט בינלאומי פרטי Conflict of tort laws כללי ברירת הדין בנזיקין Conflict theories גישת הקונפליקט החברתי Confocal microscopy מיקרוסקופיה קונפוקלית Conformal fuel tank מכל דלק תצורתי Conformal map העתקה קונפורמית Conformal radius קוטר עלסופי Conformational isomerism קונפורמציה Conformity קונפורמיות Confounding משתנה מתערב Confraternity book ספר החיים Confrérie de la Chaîne des Rôtisseurs מסדר אבירי הגריל Confucianism קונפוציאניזם Confucianism קטגוריה:קונפוציאניזם Confucius קונפוציוס Confuciusornis קונפוציוסאורניס Confusion בלבול Confédération Internationale des Sociétés d'Auteurs et Compositeurs הקונפדרציה הבינלאומית לאגודות יוצרים ומלחינים Conga תופי קונגה Congenital adrenal hyperplasia היפרפלזיה מולדת של האדרנל Congenital disorder מום מולד Congenital disorders קטגוריה:מומים מולדים ומחלות כרומוזומליות Congenital disorders of digestive system קטגוריה:מומים מולדים במערכת העיכול Congenital disorders of genital organs קטגוריה:מומים מולדים באיברי המין Congenital disorders of musculoskeletal system קטגוריה:מומים מולדים במערכת השריר-שלד Congenital disorders of nervous system קטגוריה:מומים מולדים במערכת העצבים Congenital disorders of respiratory system קטגוריה:מומים מולדים במערכת הנשימה Congenital disorders of urinary system קטגוריה:מומים מולדים במערכת השתן Congenital heart defect מום לב מולד Congenital hyperinsulinism הפרשת יתר מולדת של אינסולין Congenital hypothyroidism קרטנת Congenital insensitivity to pain תסמונת חוסר מולד של תחושת הכאב Congenital rubella syndrome תסמונת אדמת מולדת Conglomerate קונגלומרט Congo Congo Congo קונגו Congo Basin יערות אגן הקונגו Congo River קונגו Congo at the Olympics הרפובליקה של קונגו במשחקים האולימפיים Congo lion אריה קונגו Congo national football team נבחרת הרפובליקה של קונגו בכדורגל Congo peafowl טווס קונגו Congo serpent eagle עיט נחשים אפריקני Congolese franc פרנק קונגולזי Congratulations: 50 Years of the Eurovision Song Contest שיר היובל באירוויזיון Congregation B'nai Israel בית הכנסת הקראי בני ישראל Congregation Baith Israel Anshei Emes קהילת בית ישראל אנשי אמת Congregation Emanu-El of New York בית הכנסת עמנו-אל Congregation Kahal Kadosh Beth Elohim בית אלוהים Congregation Mikveh Israel קהל קדוש מקווה ישראל Congregation Shearith Israel קהילת שארית ישראל Congregation of Our Lady of Sion מסדר האחיות ציון Congress Column עמוד הקונגרס Congress Poland פולין הקונגרסאית Congress of Berlin קונגרס ברלין Congress of People's Deputies of the Soviet Union ועידת נציגי העם Congress of Tucumán קונגרס טוקומן Congress of Vienna קונגרס וינה Congress of the Jewish Religious Organizations and Associations in Russia קונגרס הקהילות היהודיות הדתיות והארגונים הדתיים של רוסיה Congress of the Republic of Peru הקונגרס של פרו Congressional Cemetery בית הקברות של הקונגרס Congressional Gold Medal מדליית הזהב של הקונגרס Congressional Gold Medal recipients קטגוריה:מעוטרי מדליית הזהב של הקונגרס Congressional Space Medal of Honor מדליית הכבוד החללית של הקונגרס Congreve קונגריב Congreve rocket רקטת קונגריב Congridae קונגריים Congruence חפיפה Congruence relation קונגרואנציה Congruent number מספר קונגרואנטי Congrès International d'Architecture Moderne CIAM Conic section חתכי חרוט Conic sections קטגוריה:חתכי חרוט Conifer cone אצטרובל Conifers קטגוריה:מחטניים Conium רוש Conjecture השערה Conjectures and Refutations השערות והפרכות Conjoined twins קטגוריה:תאומים סיאמיים Conjoined twins תאומים סיאמיים Conjugacy class הצמדה Conjugacy problem בעיית הצמידות Conjugate acid חומצה מצומדת Conjugate transpose מטריצה צמודה Conjugated system מערכת מצומדת Conjunction התקבצות Conjunction מילת קישור Conjunction fallacy כשל צירופיות Conjunctiva לחמית Conjunctival squamous cell carcinoma קרצינומת תאי קשקש Conjunctive normal form CNF Conjunctivitis דלקת הלחמית Conleth Hill קונלת' היל Conley קונלי Conn Smythe Trophy גביע קון סמיית' Conn-Selmer קון-זלמר Connacht קונכט Connacht קטגוריה:קונכט Connad Cerr קונאד קר Connect Four ארבע בשורה Connect the dots חבר את הנקודות Connected space מרחב קשיר Connecticut קונטיקט Connecticut קטגוריה:קונטיקט Connecticut Bridgeport ברידג'פורט Connecticut Hartford הרטפורד Connecticut Huskies men's basketball players קטגוריה:כדורסלני אוניברסיטת קונטיקט Connecticut New Haven ניו הייבן Connecticut Newtown ניוטאון Connecticut River קונטיקט Connecticut Stamford סטמפורד Connecticut State Capitol קפיטול מדינת קונטיקט Connecticut Sun קונטיקט סאן Connecticut Waterbury ווטרברי Connecting rod טלטל Connective and soft tissue neoplasms קטגוריה:גידולים ממאירים במזותל וברקמות רכות Connective tissue רקמת חיבור Connectivism קונקטיביזם Connectivity גרף קשיר Connemara קונמארה Connex South Central קונקס סאות' סנטרל Connex South Eastern קונקס סאות' איסטרן Connick קוניק Connie קוני Connie Booth קוני בות' Connie Francis קוני פרנסיס Connie Hawkins קוני הוקינס Connie Nielsen קוני נילסן Connie Willis קוני ויליס Connolly קונולי Connor Trinneer קונור טריניר Connor Wickham קונור ויקהאם Connors קונורס Connotation משמעות לוואי Conny Pohlers קוני פוהלרס Conoid קונואיד Conolophus קונולופוס Conolophus marthae איגואנה ורודה Conon קונון Conor Maynard קונור מיינרד Conor McGregor קונור מקגרגור Conor Oberst קונור אוברסט Conquest קונקווסט Conquest of the Desert כיבוש המדבר Conquistador קונקיסטאדור Conquistadors קטגוריה:קונקיסטאדורים Conrad קונרד Conrad Bain קונרד ביין Conrad Cichorius קונרד ציכוריוס Conrad Gessner קונרד גסנר Conrad Heidkamp קונראד היידקאמפ Conrad Hilton קונרד הילטון Conrad I of Germany קונראד הראשון Conrad IV of Germany מלך גרמניה קונראד הרביעי Conrad Schick קונרד שיק Conrad Schumann קונרד שומאן Conrad Veidt קונרד ויידט Conrad of Montferrat קונרד ממונפראטו Conradin מלך ירושלים קונראד השלישי Conradin Kreutzer קונרדין קרויצר Conraua צפרדע גוליית Conroy קונרוי Conscience מצפון Conscientious objector סרבן מצפוני Consciousness קטגוריה:תודעה Consciousness תודעה Conscription גיוס חובה Conscription קטגוריה:גיוס חובה לשירות צבאי Conscription in Israel גיוס לצה"ל Conscription in Israel קטגוריה:גיוס לצה"ל Conseil Représentatif des Institutions juives de France קריף Conseil d'État מועצת המדינה של צרפת Consensus decision-making קבלת החלטות בקונצנזוס Consensus sequence רצף הסכמה Consentidos מפונקים Conservapedia קונסרבפדיה Conservation קטגוריה:שמירת טבע Conservation שימור Conservation and restoration קטגוריה:רסטורציה Conservation in Israel קטגוריה:שמירת הטבע בישראל Conservation law חוק שימור Conservation of energy חוק שימור האנרגיה Conservation of mass חוק שימור החומר Conservation status מצב שימור Conservation-dependent species תלוי שימור Conservation-restoration of cultural heritage רסטורציה Conservatism שמרנות Conservative Friends of Israel ידידי ישראל במפלגה השמרנית Conservative Judaism יהדות קונסרבטיבית Conservative Judaism קטגוריה:יהדות קונסרבטיבית Conservative Party המפלגה השמרנית Conservative Party קטגוריה:חברי המפלגה השמרנית של בריטניה Conservative Party of Canada המפלגה השמרנית של קנדה Conservative People's Party of Estonia מפלגת העם השמרנית אסטוניה Conservative force כוח משמר Conservative parties קטגוריה:מפלגות שמרניות Conservative rabbis קטגוריה:רבנים קונסרבטיבים Conservative synagogues קטגוריה:בתי כנסת קונסרבטיבים Conservative vector field שדה וקטורי משמר Conservatoire de Paris הקונסרבטואר של פריז Conserved sequence רצף שמור Consigliere קונסיליירי Consignment מכר מותנה Consistency עקביות Consociationalism דמוקרטיה הסדרית Consolidated PBY Catalina PBY קטלינה Consolidated financial statement דו"חות מאוחדים Consonant עיצור Consonants קטגוריה:עיצורים Conspicuous Gallantry Cross צלב הגבורה הניכרת Conspiracy הפתרון הסופי Conspiracy of Cinadon קשר קינדון Conspiracy of silence קשר שתיקה Conspiracy theories קטגוריה:תאוריות קשר Conspiracy theories involving Jews קטגוריה:תאוריות אנטישמיות Conspiracy theory תאוריית קשר Constable of the Tower נציב מצודת לונדון Constance קונסטנץ Constance of Aragon קיסרית האימפריה הרומית הקדושה קונסטנס מארגון Constans II קיסר האימפריה הביזנטית קונסטנס השני Constant קבוע Constant function פונקציה קבועה Constant phase element רכיב קבוע פאזה Constant-velocity joint מפרק מהירות קבועה Constantin קונסטנטין Constantin Angelescu קונסטנטין אנג'לסקו Constantin Brâncoveanu קונסטנטין ברנקוביאנו Constantin Brâncuși קונסטנטין ברנקושי Constantin Carathéodory קונסטנטין קרתיאודורי Constantin Coandă קונסטנטין קואנדה Constantin Daicoviciu קונסטנטין דייקוביצ'ו Constantin Daniel Rosenthal קונסטנטין דניאל רוזנטל Constantin Dobrogeanu-Gherea קונסטנטין דוברוג'אנו-גריה Constantin Fehrenbach קונסטנטין פרנבאך Constantin Giurescu קונסטנטין ג'ורסקו Constantin Ion Parhon קונסטנטין יון פארחון Constantin Negruzzi קוסטקה נגרוצי Constantin Popa קונסטנטין פופה Constantin Prezan קונסטנטין פרזאן Constantin Silvestri קונסטנטין סילבסטרי Constantin Sănătescu קונסטנטין סנטסקו Constantin Tănase קונסטנטין טנאסה Constantin Virgil Gheorghiu קונסטנטין וירג'יל גאורגיו Constantin von Tischendorf קונסטנטין פון טישנדורף Constantina Diță קונסטנטינה דיטה-טומסקו Constantine קונסטנטין Constantine Cavafy קונסטנדינוס קוואפיס Constantine Drakon קונסטנטין דרייקון Constantine I קונסטנטין הראשון Constantine I of Georgia מלך גאורגיה קונסטנטין הראשון Constantine I of Greece מלך יוון קונסטנטינוס הראשון Constantine I of Imereti מלך אימרתי קונסטנטין הראשון Constantine II קונסטנטין השני Constantine II of Bulgaria קיסר בולגריה קונסטנטין השני Constantine III קונסטנטין השלישי Constantine III of Scotland מלך סקוטלנד קונסטנטין השלישי Constantine IV קיסר האימפריה הביזנטית קונסטנטינוס הרביעי Constantine Kanaris קונסטנטין קנריס Constantine XI Palaiologos קיסר האימפריה הביזנטית קונסטנטינוס האחד עשר Constantine Ypsilantis קונסטנטין איפסילנטי Constantine the Great קונסטנטינוס Constantinian dynasty קטגוריה:שושלת קונסטנטינוס Constantinople קונסטנטינופול Constantinos Charalambidis קונסטנטינוס חרלאמבידיס Constantinos Makrides קונסטנטינוס מקרידאס Constantius קונסטנטיוס Constantius Chlorus קונסטנטיוס כלורוס Constantius II קונסטנטיוס השני Constantius III קונסטנטיוס השלישי Constanze Mozart קונסטנצה מוצרט Constanța קונסטנצה Constellation צביר הכוכבים Constellation קבוצת כוכבים Constellation program קטגוריה:תוכנית קונסטליישן Constellation program תוכנית קונסטליישן Constellations קטגוריה:קבוצות כוכבים Constellations listed by Ptolemy קטגוריה:48 קבוצות הכוכבים של תלמי Constellations/modern תבנית:קבוצות כוכבים Constipation עצירות Constituencies in the United Kingdom קטגוריה:מחוזות בחירה לפרלמנט הבריטי Constituent assembly אספה מכוננת Constitution חוקה Constitution Avenue שדרת החוקה Constitution Gardens גני החוקה Constitution of Andorra חוקת אנדורה Constitution of Argentina חוקת ארגנטינה Constitution of Belarus חוקת בלארוס Constitution of Canada חוקת קנדה Constitution of Canada קטגוריה:חוקת קנדה Constitution of Israel חוקה Constitution of Japan חוקת יפן Constitution of Lebanon חוקת לבנון Constitution of Luxembourg חוקת לוקסמבורג Constitution of Norway חוקת נורווגיה Constitution of Russia חוקת הפדרציה הרוסית Constitution of South Africa חוקת דרום אפריקה Constitution of Turkey חוקת טורקיה Constitution of Yugoslavia חוקת יוגוסלביה Constitution of the Islamic Republic of Iran חוקת איראן Constitutional Convention ועידת החוקה Constitutional Court of Italy בית המשפט לחוקה של איטליה Constitutional Court of Russia בית המשפט החוקתי של רוסיה Constitutional Court of Turkey בית המשפט לחוקה Constitutional Democratic Party המפלגה הדמוקרטית החוקתית Constitutional documents מסמכי התאגדות Constitutional law משפט חוקתי Constitutional law קטגוריה:משפט חוקתי Constitutional monarchy מונרכיה חוקתית Constitutional review ביקורת שיפוטית Constitutionalist Revolution המהפכה החוקתית בברזיל Constitutions קטגוריה:חוקות Constitutions of Ethiopia חוקת אתיופיה Constrictor קונסטריקטור Construct הבניה מנטלית Construct state סמיכות Constructed language שפה מתוכננת Constructed languages קטגוריה:שפות מתוכננות Constructed wetland אגן ירוק Constructible function פונקציה חשיבה Constructible universe L Construction בנייה Construction קטגוריה:בנייה Construction 3D printing הדפסת בניין Construction Time Again Construction Time Again Construction and civil engineering companies of Israel קטגוריה:חברות נדל"ן ובנייה ישראליות Construction and extraction occupations קטגוריה:מקצועות הבנייה Construction and management simulation סימולציות ניהול ובנייה Construction management ניהול הבנייה Construction permit היתר בנייה Construction toys קטגוריה:צעצועי הרכבה Construction waste פסולת בניין Construction worker בנאי Constructions Mécaniques de Normandie קונסטרוקסיון מקאניק דה נורמאנדי Constructivism קונסטרוקטיביזם Constructivism קטגוריה:קונסטרוקטיביזם Constructivist architecture אדריכלות קונסטרוקטיביסטית Constructor בנאי Construx קונסטרקטס Consuelo Vanderbilt קונסואלו ואנדרבילט Consul קונסול דיפלומטי Consultants קטגוריה:יועצים Consulting ייעוץ Consumer Electronics Show CES Consumer choice עקרון התחלופה Consumer electronics קטגוריה:אלקטרוניקה בידורית Consumer price index מדד המחירים לצרכן Consumer protection הגנת הצרכן Consumer unit מתקן חשמל דירתי Consumerism תרבות הצריכה Contact מגע Contact קונטקט Contact Air קונטקט אייר Contact angle זווית מגע Contact force כוח מגע Contact lens עדשות מגע Contact us ויקיפדיה:יצירת קשר Contagion התפשטות Container ship אוניית מכולות Containers קטגוריה:כלי קיבול Containment תורת הבלימה Contamination קונטמינציה Contemplation התבוננות Contemporary Jewish Museum המוזיאון היהודי העכשווי Contemporary art אמנות עכשווית Contemporary art קטגוריה:אמנות עכשווית Contemporary folk music פולק Contempt בוז Contempt הגוף והלב Content and language integrated learning הוראת שפה משולבת תכנים Content management ניהול תוכן Content management system מערכת ניהול תוכן Contentment סיפוק Contents עזרה:תפריט ראשי Contents קטגוריה:ראשית Contents/A–Z index ויקיפדיה:אינדקס Contents/Categories ויקיפדיה:קטגוריות Contents/Glossaries ויקיפדיה:מונחונים Contents/Portals פורטל:פורטלים Contests ויקיפדיה:מיזמי ויקיפדיה/תחרות הכתיבה Context awareness מחשוב ער לסביבה Context switch החלפת הקשר Context-free grammar דקדוק חופשי-הקשר Context-free language שפה חופשית הקשר Conti קונטי Continent יבשת Continental קונטיננטל Continental AG קונטיננטל AG Continental Airlines קונטיננטל איירליינס Continental Army הצבא הקונטיננטלי Continental Basketball Association ליגת ה-CBA Continental Congress הקונגרס הקונטיננטלי Continental Divide of the Americas קו פרשת המים של אמריקה Continental drift נדידת היבשות Continental margin שולי יבשת Continental philosophy פילוסופיה קונטיננטלית Continental shelf מדף יבשתי Continents קטגוריה:יבשות Continents of the world תבנית:יבשות Contingency קונטינגנציה Contingency plan תוכנית מגירה Contingency theory תאוריית התלות Continuation War מלחמת ההמשך Continued fraction שבר משולב Continuity המשכיות Continuity editing עריכה אנליטית Continuity equation משוואת רציפות Continuo Continuo Continuous distributions קטגוריה:התפלגויות רציפות Continuous erythropoietin receptor activator CERA Continuous function פונקציה רציפה Continuous integration שילוב מתמשך Continuous spectrum ספקטרום רציף Continuous track מזקו"ם Continuous-wave radar מכ"ם גל רציף Continuously variable transmission תיבת הילוכים רציפה Continuum רצף הזמן Continuum concept עקרון הרצף Continuum hypothesis השערת הרצף Continuum mechanics מכניקת הרצף Contra Contra Contra קונטרה Contra viento y marea כנגד כל הסיכויים Contrabassoon קונטרה-בסון Contraceptive sponge ספוגית למניעת היריון Contract חוזה Contract bridge ברידג' Contract bridge קטגוריה:ברידג' Contract bridge players קטגוריה:שחקני ברידג' Contract bridge probabilities הסתברויות בברידג' Contract law קטגוריה:דיני חוזים Contract of sale מכר Contractible space מרחב כוויץ Contractile vacuole בועית מתכווצת Contractor קבלן Contrafactum קונטרפאקט Contrail פס התעבות Contralto קונטרה אלט Contrapposto קונטרה פוסטו Contras קונטראס Contrast ניגודיות Contrast medium חומר ניגוד Contributing editor עריכה Contributory negligence אשם תורם כהגנה מוחלטת Control Center Control Center Control Panel לוח הבקרה Control car קרון ניהוג Control devices קטגוריה:מערכות בקרה Control engineering הנדסת מכשור ובקרה Control flow בקרת זרימה Control key מקש Ctrl Control of fire by early humans שימוש האדם הקדמון באש Control theory תורת הבקרה Control unit יחידת בקרה Control volume נפח בקרה Control-Alt-Delete Control-Alt-Delete Controlled foreign corporation חברה נשלטת זרה Controlled-access highway כביש מהיר Controversies קטגוריה:מחלוקות ופולמוסים Controversies surrounding the Eurozone crisis משבר החוב האירופי Controversy מחלוקת Conurbation אגד ערים Conus textile חרוטון הטקסטיל Convair 990 Coronado קונבאייר 990 Convair B-58 Hustler קונבאיר B-58 הסלר Convair F-102 Delta Dagger קונבאיר F-102 דלתא דאגר Convair F-106 Delta Dart קונבאיר F-106 דלתא דארט Convair X-6 קונוואייר X-6 Convection הסעה Convective heat transfer מעבר חום בהסעה Convenience store חנות נוחות Convent of Christ מנזר הצלוב בטומאר Convent of the Sisters of Zion מנזר האחיות ציון Convention כנס Convention מוסכמה Convention center מרכז כנסים Convention centers ירידים וכנסים קטגוריה:מרכזי תערוכות Convention centers in Israel קטגוריה:ישראל: מרכזי כנסים Convention of Constantinople אמנת קושטא Convention of Kanagawa הסכם קנגאווה Convention of London הסכם לונדון Convention of Peking ועידת פקין Convention of Tauroggen אמנת טאורוגן Convention on Certain Conventional Weapons אמנה בדבר כלי נשק קונבנציונליים מסוימים Convention on Cybercrime אמנה על פשעי מחשב Convention on the Recognition and Enforcement of Foreign Arbitral Awards אמנת ניו יורק Convention on the Rights of Persons with Disabilities אמנת האו"ם בדבר זכויותיהם של אנשים עם מוגבלויות Convention on the Rights of the Child אמנת זכויות הילד Convention over configuration Convention over configuration Convention relating to the Status of Refugees אמנה בדבר מעמדם של פליטים Convention relating to the Status of Stateless Persons אמנה בדבר מעמדם של מחוסרי אזרחות Conventional PCI PCI Conventional weapon נשק קונבנציונלי Conventions קטגוריה:ועידות Convergence התכנסות Convergence התכנסות כלכלית Convergence and Union CiU Convergence of random variables התכנסות Convergence tests מבחני התכנסות לטורים Convergent evolution אבולוציה מתכנסת Convergent series סדרה מתכנסת Convergent thinking חשיבה מתכנסת Conversation שיחה Converse accident דיקטו סקונדום Conversion of units of temperature יחידות מידה לטמפרטורה Conversion rate יחס המרה Conversion therapy טיפול המרה Conversion to Judaism גיור Conversion to Judaism קטגוריה:גיור Convertibility מטבע בר-המרה Convertible קבריולה Convertible bond אג"ח להמרה Convertible security נייר ערך המיר Convertibles קטגוריה:מכוניות קבריולה Converting Vegetarians Converting Vegetarians Converting Vegetarians II Converting Vegetarians 2 Converts from Judaism קטגוריה:יהודים מומרים Converts to Christianity קטגוריה:מתנצרים Converts to Islam קטגוריה:מתאסלמים Converts to Judaism קטגוריה:גרים Convex and Concave קיעור וקימור Convex function פונקציה קמורה Convex hull קמור Convex optimization אופטימיזציה קמורה Convex polygon מצולע קמור Convex set קבוצה קמורה Conveyor belt מסוע Conveyor belt sushi קייטן סושי Conviasa קונביאסה Conviction הרשעה Convolution קונבולוציה Convolvulaceae חבלבליים Convolvulaceae קטגוריה:חבלבליים Convolvulus arvensis חבלבל השדה Convorbiri Literare Convorbiri literare Convoy שיירה Convoy of 35 מחלקת הל"ה Convulsion פרכוס Conway base 13 function פונקציית בסיס 13 של קונוויי Conway's Game of Life משחק החיים Conway's Soldiers חיילי קונוויי Conway's law חוק קונוויי Conwy קונווי Conwy Castle טירת קונווי Conwy County Borough קונווי Conwy County Borough קטגוריה:קונווי Coober Pedy קובר פידי Cook קוק Cook Islands איי קוק Cook Islands קטגוריה:איי קוק Cook Islands at the Olympics איי קוק במשחקים האולימפיים Cook Islands national football team נבחרת איי קוק בכדורגל Cook Strait מצר קוק Cookbook ספר בישול Cookbooks קטגוריה:ספרי בישול Cookie עוגייה Cookie Belcher קוקי בלצ'ר Cookie Jar TV Cookie Jar TV Cookie Monster עוגיפלצת Cookie cutter חותכן עוגיות Cookies קטגוריה:עוגיות Cooking בישול Cooking קטגוריה:בישול Cooking appliances קטגוריה:אמצעי חימום והכנת מזון Cooking fats קטגוריה:שומנים Cooking oil שמן בישול Cooking show תוכנית בישול Cooking techniques קטגוריה:שיטות בישול Cooking techniques תבנית:שיטות בישול Cooking television series קטגוריה:תוכניות בישול Cooking utensils קטגוריה:כלים ומכשירים Cooking weights and measures יחידות מידה בבישול Cookware and bakeware סיר בישול Cookware and bakeware קטגוריה:כלי בישול Cook–Levin theorem משפט קוק-לוין Cool קול Cool Biz campaign מסע התעמולה Cool Biz Cool Japan יפן המגניבה Cool Runnings ג'מייקה מתחת לאפס Cool for the Summer Cool for the Summer Cool jazz קול ג'אז Coolant נוזל קירור Coolidge קולידג' Coolidge administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל קלווין קולידג' Coolidge effect אפקט קולידג' Coolie קולי Cooling tower מגדל קירור Coolio קוליו Coomassie Brilliant Blue צבעי קומסי Cooper חבתן Cooper קופר Cooper Island קופר Cooper pair זוג קופר Cooperation שיתוף Cooperation and Brotherhood שיתוף ואחווה Cooperation and Development שיתוף ופיתוח Cooperative קואופרטיב Cooperative banking בנקאות קואופרטיבית Cooperative binding קישור קואופרטיבי Cooperative game משחק שיתופי Cooperative gameplay Cooperative Gameplay Cooperative learning למידה שיתופית Cooperative principle עקרון שיתוף הפעולה Cooperative types of settlement in Israel תבנית:התנועות המיישבות בישראל Cooperatives קטגוריה:קואופרטיבים Coopers Town קופרס טאון Coopetition שיתוף פעולה של מתחרים Coord תבנית:Coord Coordenadoria de Recursos Especiais CORE Coordinate system קואורדינטות Coordinate systems קטגוריה:קואורדינטות Coordinate vector וקטור קואורדינטות Coordinated Universal Time זמן אוניברסלי מתואם Coordinates יחידה:Coordinates Coordinates not on Wikidata קטגוריה:דפים עם נקודות ציון חסרות בוויקינתונים Coordinates on Wikidata קטגוריה:דפים עם נקודות ציון בוויקינתונים Coordination complex קומפלקס Coordination number מספר קואורדינציה Coordinator of Government Activities in the Territories מתאם פעולות הממשלה בשטחים Coot אגמית Cop 663/English אנגלים Copa Airlines קופה איירליינס Copa Airlines Colombia קופה איירליינס קולומביה Copa Aldao גביע אלדאו Copa América קופה אמריקה Copa América קטגוריה:קופה אמריקה Copa América תבנית:קופה אמריקה Copa América Centenario קופה אמריקה 2016 Copa América Centenario Final גמר קופה אמריקה 2016 Copa América Centenario squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות קופה אמריקה 2016 Copa América Femenina קופה אמריקה נשים Copa América squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות בקופה אמריקה Copa Argentina גביע ארגנטינה Copa CONMEBOL גביע קונמבול Copa Centenario Revolución de Mayo גביע המאה למהפכת מאי Copa Centroamericana קופה סנטרואמריקאנה Copa Interamericana גביע אינטראמריקנה Copa Libertadores גביע ליברטדורס Copa Libertadores Femenina גביע ליברטדורס לנשים Copa Merconorte גביע מרקונורטה Copa Mercosur גביע מרקוסור Copa Sudamericana גביע סודאמריקנה Copa de la Liga גביע הליגה הספרדית Copa del Rey גביע המלך הספרדי Copa del Rey de Baloncesto גביע המלך הספרדי בכדורסל Copa do Brasil הגביע הברזילאי Copahue קופאווה Copal כיפת הירדן Copano Bay מפרץ קופאנו Copeland קופלנד Copeland–Erdős constant קבוע ארדש-קופלנד Copenhagen קופנהגן Copenhagen קטגוריה:קופנהגן Copenhagen Airport נמל התעופה קופנהגן קסטרופ Copenhagen interpretation פרשנות קופנהגן Copepod שטרגליים Copepods קטגוריה:שטרגליים Copernican principle העיקרון הקופרניקני Copernicium קופרניקיום Copernicus Programme GMES Copiapó קופיאפו Copinsay קופינסיי Copley Medal מדליית קופלי Coponius קופוניוס Coppa Italia קופה איטליה Copper נחושת Copper Box קופר בוקס Copper River קופר Copper Scroll מגילת הנחושת Copper minerals קטגוריה:מינרלי נחושת Copper sheathing ציפוי בפחי נחושת Copper(II) chloride נחושת דו-כלורית Copper(II) sulfate נחושת גופרתית Coppola קופולה Coppola family קטגוריה:משפחת קופולה Coppélia קופליה Copra קופרה Coprime integers מספרים זרים Coproduct קו-מכפלה Coptic Christianity קטגוריה:נצרות קופטית Coptic Orthodox Church of Alexandria נצרות קופטית Coptic language קופטית Copula אוגד Copy העתק Copy constructor Copy constructor Copy protection הגנת תוכנה Copy to Wikimedia Commons קטגוריה:תמונות להעברה לוויקישיתוף Copy to Wikimedia Commons תבנית:העברה לוויקישיתוף Copy-on-write העתקה בזמן כתיבה Copycat קופיקאט Copycat suicide אפקט ורתר Copying העתק Copyleft Copyleft Copyright זכויות יוצרים Copyright by Wikimedia תבנית:לוגו ויקימדיה Copyright infringement הפרת זכויות יוצרים Copyright infringement of software פיראטיות תוכנה Copyright infringement of software קטגוריה:העתקה פירטית של תוכנה Copyright licenses קטגוריה:רישיונות זכויות יוצרים Copyright problems ויקיפדיה:בעיות בזכויות יוצרים Copyright status of work by the U.S. government יצירה של הממשל הפדרלי של ארצות הברית Copyright troll טרול זכויות יוצרים Copyrighted free use קטגוריה:ויקיפדיה - תמונות שימוש חופשי מוגן Copyrighted free use תבנית:שימוש חופשי מוגן Copyrighted free use provided that תבנית:שימוש חופשי מוגן בתנאי Copyrights ויקיפדיה:זכויות יוצרים Copyvio תבנית:הפרת זכויות יוצרים Copyviocore תבנית:הפרת זכויות יוצרים Copyviocore/sandbox תבנית:הפרת זכויות יוצרים Copywriting רעיונאי Copán קופאן Coq au vin קוק או ון Coquerel's sifaka סיפאקה מצויה Cor anglais קרן אנגלית Cora קורה Coraciidae קטגוריה:כחליים Coraciiformes כחלאים Coraciiformes קטגוריה:כחלאים Coracobrachialis muscle שריר החרטום והזרוע Coral אלמוגים Coral Sea ים האלמוגים Coral Sea Islands טריטוריית איי ים האלמוגים Coral Triangle משולש האלמוגים Coral World Underwater Observatory פארק המצפה התת-ימי באילת Coral bleaching הלבנת אלמוגים Coral reef שונית אלמוגים Coral reefs קטגוריה:שוניות אלמוגים Coraline קורליין ודלת הקסמים Coram nobis קוראם נוביס Corazon Aquino קורסון אקינו Corbin Bleu קורבין בלו CorbinSimpson/Workspace אלים אולימפיים Corchorus מלוכיה Corchorus olitorius מלוכיה נאכלת Corcoran Gallery of Art מוזיאון קורקורן Corcovado הר קורקובדו Corcovado קורקובדו Cord blood דם טבורי Cordelia קורדיליה Cordelia of Britain מלכת בריטניה קורדיליה Cordell Hull קורדל הול Cordia africana ונזה Cordia sinensis גפנן המדבר Cordierite קורדיאריט Corduroy קורדורוי Cordwainer סנדלר Cordwainer Smith קורדוויינר סמית Cordylidae קורדיליים Core ליבה Core ליבה של משחק שיתופי Coreidae גלדניים Corel Paint Shop Pro Photo X2.png תמונה:Corel Paint Shop Pro Photo X2.png Corendon Airlines קורנדון איירליינס Coretta Scott King קורטה סקוט קינג Corey Brewer קורי ברואר Corey Feldman קורי פלדמן Corey Haim קורי היים Corey Maggette קורי מגטי Corey Stoll קורי סטול Corey Taylor קורי טיילור Core–mantle boundary תחום אי הרציפות וייכרט-גוטנברג Corfu קורפו Corfu קטגוריה:קורפו Corfu International Airport נמל התעופה הבינלאומי קורפו יואניס קפודיסטריאס Cori cycle מעגל קורי Corian קוריאן Coriander גד השדה Coriandrum גד Corin Nemec קורין נמק Corin Redgrave קורין רדגרייב Corineus קורינאוס Corinne Hermès קורין הרמס Corinth קורינתוס Corinth Canal תעלת קורינתוס Corinthia קורינתוס Corinthia Hotel St. Petersburg מלון קורינתיה סנקט פטרבורג Corinthian War המלחמה הקורינתית Corinthian order הסדר הקורינתי Corio Bay מפרץ קוריו Coriolanus קוריולנוס Coriolis קוריוליס Coriolis force כוח קוריוליס Coritiba Foot Ball Club קוריטיבה Coritiba Foot Ball Club players קטגוריה:כדורגלני קוריטיבה Corixidae חותרניים Cork קורק Cork שעם Corkscrew חולץ פקקים Corleone קורלאונה Corm פקעת Cormac McCarthy קורמק מקארתי Corman קורמן Cormorant קורמורן Cormorant קורמורניים Corn Belt חגורת התירס Corn Laws חוקי הדגן Corn bunting גיבתון עפרוני Corn crake מלכישליו חלודי Corn flakes קורנפלקס Corn maze מבוך תירס Corn oil שמן תירס Corn starch עמילן תירס Corn syrup סירופ תירס Corn tortilla טורטייה Cornamuse קורנמוז Cornbread לחם תירס Cornea קרנית Corneal reflex רפלקס המצמוץ Corned beef בשר כבוש Corneille de Lyon קורניי דה ליון Cornel West קורנל וסט Cornelia Fort קורניליה פורט Cornelia Frances קורנליה פרנסס Cornelia Funke קורנליה פונקה Cornelia de Lange Syndrome תסמונת קורנליה דה לאנגה Cornelii קטגוריה:קורנליים Cornelis Jacobus Langenhoven קורנליוס יאקובוס לאנגנהובן Corneliu Giurgea קורנליו ג'ורג'ה Corneliu Zelea Codreanu קורנליו זליה קודריאנו Cornelius Jansen קורנליוס יאנסן Cornelius Labeo קורנליוס לבאו Cornelius Nepos קורנליוס נפוס Cornelius Vanderbilt קורנליוס ואנדרבילט Cornell קורנל Cornell University אוניברסיטת קורנל Cornell University קטגוריה:אוניברסיטת קורנל Cornell University faculty קטגוריה:סגל אוניברסיטת קורנל CornellBigRed.png תמונה:Corne 2461.gif Corner Brook קורנר ברוק Corner kick בעיטת קרן Corner reflector מחזיר פינתי CornerShot קורנרשוט Cornering the market השתלטות על השוק Cornerstone אבן פינה Cornet קורנית Cornett קורנטו Cornhole קורנהול Cornice קרניז Corning Museum of Glass מוזיאון הזכוכית Cornish language קורנית Cornmeal קמח תירס Cornu aspersum חלזון הגינה Cornucopia קרן השפע Cornwall קורנוול Cornwall קטגוריה:קורנוול Cornwall and West Devon Mining Landscape נוף המכרות בקורנוול ובמערב דבון Coro Synagogue בית הכנסת של קורו Corona בירה קורונה Corona עטרה Corona Australis כתר דרומי Corona Borealis כתר צפוני Corona Borealis קטגוריה:קבוצת הכוכבים כתר צפוני Corona Schröter קורונה שרטר Coronary artery bypass surgery ניתוח מעקפים Coronary artery disease מחלת לב כלילית Coronary circulation העורקים הכליליים Coronation הכתרה Coronation Chair כס אדוארד הקדוש Coronation Crown of George IV כתר ההכתרה של ג'ורג' הרביעי Coronation Cup גביע ההכתרה Coronation crown כתר הכתרה Coronation of the British monarch הכתרת מלכי בריטניה Coroplast פוליגל Corozal Town קורוזל טאון Corporal Clegg Corporal Clegg Corporal punishment ענישה גופנית Corporate bond איגרת חוב קונצרנית Corporate censorship צנזורה כלכלית Corporate directors קטגוריה:דירקטורים Corporate executives קטגוריה:מנהלים Corporate governance ממשל תאגידי Corporate governance of information technology משטר טכנולוגיית מידע Corporate law דיני תאגידים Corporate law קטגוריה:דיני תאגידים Corporate social responsibility אחריות תאגידית Corporate spin-off ספין-אוף Corporate tax מס חברות Corporate video סרט תדמית Corporation תאגיד Corporations קטגוריה:תאגידים Corporatism קורפורטיזם Corps גיס Corps קטגוריה:גייסות Corps de ballet קור דה בלט Corps of Israel קטגוריה:חילות צה"ל Corpse Bride חתונת הרפאים Corpul Muncitoresc Legionar גוף העובדים הלגיונרי Corpus Christi חג הלחם והיין הקדושים Corpus Christi קורפוס כריסטי Corpus Christi Bay מפרץ קורפוס כריסטי Corpus Inscriptionum Iudaeae/Palaestinae קורפוס הכתובות של יודיאה-פלשתינה Corpus Inscriptionum Latinarum אוסף הכתובות הלאטיניות Corpus Juris Civilis קורפוס יוריס קיוויליס Corpus callosotomy קורפוס קלוסטומיה Corpus callosum כפיס המוח Corpus luteum גופיף צהוב Corr קור Correa קוראה Correct title תבנית:שם שגוי Corrections תקון Corrective Movement מהפכת התיקונים בסוריה Corrective rape אונס מתקן Correlated equilibrium שיווי משקל מתואם Correlation and dependence מתאם Correlation attack התקפת קורלציה Correlation does not imply causation קום הוק ארגו פרופטר הוק Correlative-based fallacies כשלי מתאם Correption Correption Correspondence chess שחמט בהתכתבות Correspondence chess grandmasters קטגוריה:רבי אמנים בשחמט בהתכתבות Correspondence principle עקרון ההתאמה של בוהר Correspondent כתב Corrie קורי Corrie ten Boom קורי טן בום Corrientes קוריינטס Corrientes Province קוריינטס Corrientes Province קטגוריה:קוריינטס Corriere della Sera קוריירה דלה סרה Corrigan קוריגן Corrosion קורוזיה Corrosion of Conformity Corrosion Of Conformity Corrugated galvanised iron פח גלי Corruption קטגוריה:שחיתות Corruption שחיתות Corruption Perceptions Index מדד השחיתות הבינלאומי Corry Brokken קורי ברוקן Corsac fox שועל קורסאקי Corsair International קורסאייר אינטרנשיונל Corse-du-Sud קורסיקה הדרומית Corset מחוך Corsica קורסיקה Corsica קטגוריה:קורסיקה Corsican Republic הרפובליקה הקורסיקנית Corsican language קורסיקאית Cortaderia selloana קורטדריה מכסיפה Cortado קורטדו Cortana מיקרוסופט קורטנה Cortes קורטס Cortes Generales קורטס חנרלס Cortex קורטקס Cortical homunculus הומונקולוס Cortical reaction תגובה קורטיקלית Corticotropin-releasing hormone CRH Cortisol קורטיזול Cortisone קורטיזון Corto Maltese קורטו מלטזה Cortona קורטונה Corundum קורונדום Corvette קורבטה Corvettes of the Israeli Navy תבנית:ספינות הטילים מסדרת סער 5 Corvidae עורביים Corvidae קטגוריה:עורביים Corvus עורב Corvus קטגוריה:קבוצת הכוכבים עורב Corvée קורווה Corwin Amendment תיקון קורווין Cory Booker קורי בוקר Cory Carr קורי קאר Cory Doctorow קורי דוקטורוב Cory Gardner קורי גרדנר Cory Joseph קורי ג'וזף Cory Monteith קורי מונטית' Cory in the House קורי בבית הלבן Corymbia citriodora אקליפטוס לימוני Corymbia ficifolia אקליפטוס פיציפוליה Corythosaurus קוריתוזאורוס Corytophanidae בסיליסקיים Corytophanidae קטגוריה:בסיליסקיים Cosa קוסה Coscoroba swan ברבור קוסקורובה Cosenza קוזנצה Coset מחלקה Cosgrave קוסגרייב Cosgrove קוסגרוב Cosimo Rosselli קוזימו רוסלי Cosimo de' Medici קוזימו דה מדיצ'י Cosine קוסינוס Cosmas Indicopleustes קוסמס אינדיקופלאוסטס Cosme de Torrès קוסמה דה טורס Cosmetics קוסמטיקה Cosmetics קטגוריה:קוסמטיקה Cosmetics brands קטגוריה:מותגי קוסמטיקה Cosmetics companies קטגוריה:חברות קוסמטיקה Cosmetics companies of Israel קטגוריה:תעשיית קוסמטיקה בישראל Cosmic Background Explorer קובי Cosmic age problem הפרדוקס של גיל היקום Cosmic censorship hypothesis השערת הצנזורה הקוסמית Cosmic microwave background קרינת הרקע הקוסמית Cosmic ray קרינה קוסמית Cosmin Contra קוסמין קונטרה Cosmin Moți קוסמין מוצי Cosmo Kramer קוזמו קריימר Cosmogony קוסמוגוניה Cosmography קוסמוגרפיה Cosmological argument הטיעון הקוסמולוגי Cosmological constant הקבוע הקוסמולוגי Cosmology קוסמולוגיה Cosmology קטגוריה:קוסמולוגיה Cosmonautics Day יום הקוסמונאוטיקה Cosmonauts Alley שדרת הקוסמונאוטים Cosmopolitan קוסמופוליטן Cosmopolitan distribution קוסמופוליטיות Cosmopolitanism קוסמופוליטיות Cosmos קוסמוס Cosmos: A Personal Voyage קוסמוס Cosmos: A Spacetime Odyssey קוסמוס: מסע לחלל Cosplay קוספליי Cossacks קוזאקים Cost עלות Cost accounting תמחיר Cost estimation in software engineering מודלי הערכת עלויות לפרויקטי תוכנה Cost estimation models מודלים להערכת עלות Cost of goods sold עלות המכר Cost of living יוקר המחיה Cost per action תשלום לפי פעולה Cost per impression עלות לחשיפה Cost-of-living allowance תוספת יוקר Cost-plus contract קוסט פלוס Costa קוסטה Costa Brava קוסטה בראווה Costa Coffee קפה קוסטה Costa Concordia קוסטה קונקורדיה Costa Daurada קוסטה דאורדה Costa Rica קוסטה ריקה Costa Rica קטגוריה:קוסטה ריקה Costa Rica Cartago קרטגו Costa Rica Heredia ארדיה Costa Rica Liberia ליבריה Costa Rica San José סן חוסה Costa Rica at the Olympics קוסטה ריקה במשחקים האולימפיים Costa Rica at the Paralympics קוסטה ריקה במשחקים הפאראלימפיים Costa Rica national football team נבחרת קוסטה ריקה בכדורגל Costa Rica national football team managers קטגוריה:מאמני נבחרת קוסטה ריקה בכדורגל Costa Rica national football team navigational boxes קטגוריה:סגלי נבחרת קוסטה ריקה בכדורגל Costa Rica squad 2004 Copa América תבנית:נבחרת קוסטה ריקה בקופה אמריקה 2004 Costa Rica squad 2006 FIFA World Cup תבנית:נבחרת קוסטה ריקה במונדיאל 2006 Costa Rica squad 2011 Copa América תבנית:נבחרת קוסטה ריקה בקופה אמריקה 2011 Costa Rica squad 2014 FIFA World Cup תבנית:נבחרת קוסטה ריקה במונדיאל 2014 Costa Rica squad Copa América Centenario תבנית:נבחרת קוסטה ריקה בקופה אמריקה 2016 Costa Rica templates קטגוריה:תבניות ניווט - קוסטה ריקה Costa Rica women's national football team נבחרת קוסטה ריקה בכדורגל נשים Costa Rican Primera División ליגת העל של קוסטה ריקה Costa Rican footballers קטגוריה:כדורגלנים קוסטה ריקאים Costa Rican people קטגוריה:קוסטה ריקה: אישים Costa Rican politicians קטגוריה:קוסטה ריקה: פוליטיקאים Costa Rican sportspeople קטגוריה:ספורטאים קוסטה ריקאים Costa Smeralda קוסטה זמראלדה Costa del Sol קוסטה דל סול Costa's hummingbird קוליברי כיפה Costa-Gavras קוסטה גברס Costache Negri קוסטקה נגרי Costanzo Festa קוסטאנצו פסטה Costco קוסטקו Costel Pantilimon קוסטל פנטילימון Costello משתמש:Costello Costinha קושטיניה Costobarus קוסטובר Costs קטגוריה:עלויות Costume תחפושת Costume design קטגוריה:עיצוב תלבושות Costume designer מעצב תלבושות Costume designers קטגוריה:מעצבי תלבושות Costume drama דרמה תקופתית Costume drama television series קטגוריה:סדרות דרמה היסטוריות Costume party מסיבת תחפושות Cost–benefit analysis ניתוח עלות-תועלת Così fan tutte כך עושות כולן Cota קוטה Cotard delusion תסמונת קוטאר Cote dIvoire FA.png קובץ:Cote dIvoire FA.gif Cotentin Peninsula קוטנטן Cotinga קוטינגיים Cotingidae קטגוריה:קוטינגיים Cotonou קוטונו Cotopaxi קוטופקסי Cotswolds קוטסוולדס Cottage קוטג' Cottage cheese קוטג' Cottage cheese boycott מחאת הקוטג' Cottage pie פאי רועים Cottaging יחסי מין הומוסקסואליים בשירותים ציבוריים Cottbus קוטבוס Cottingley Fairies הפיות מקוטינגלי Cotton כותנה Cotton Club מועדון הכותנה Cotton Mather קוטון מת'ר Cotton candy צמר גפן מתוק Cotton gin מנפטה Cotton library ספריית קוטון Cotton picker קטפת כותנה Cotton pygmy goose ברווז כותנה גמדי Cotton swab מקל ניקוי אוזניים Cotton-top tamarin טמרין לבן-קודקוד Cottonmouth מוקסין Coturnix שליו Couch ספה CouchSurfing CouchSurfing Couette flow זרימת קואט Cougar פומת ההרים Cougar Town קוגר טאון Cough שיעול Coulomb קולון Coulomb's law חוק קולון Coulrophobia פחד מליצנים Coumarin קומרין Council for Higher Education in Israel המועצה להשכלה גבוהה Council for Higher Education in Judea and Samaria המועצה להשכלה גבוהה Council for a Beautiful Israel המועצה לישראל יפה Council of Chalcedon ועידת כלקדון Council of Clermont ועידת קלרמון Council of Constance ועידת קונסטנץ Council of Economic Advisers מועצת היועצים הכלכליים של ארצות הברית Council of Ephesus ועידת אפסוס Council of Europe מועצת אירופה Council of Europe Convention on the Protection of Children against Sexual Exploitation and Sexual Abuse האמנה האירופית להגנה על ילדים מפני ניצול והתעללות מינית Council of Four Lands ועד ארבע ארצות Council of People's Commissars סובנארקום Council of Piacenza ועידת פיאצ'נצה Council of Trent ועידת טרנט Council of the European Union מועצת האיחוד האירופי Council on Tall Buildings and Urban Habitat המועצה לבניינים גבוהים וסביבת מחיה עירונית Counseling psychology ייעוץ פסיכולוגי Counsellor of State יועץ המדינה Count רוזן Count Basie קאונט בייסי Count Dooku הרוזן דוקו Count Dracula דרקולה Count Duckula הרוזן דאקולה Count Kasimir Felix Badeni קזימיר פליקס באדני Count Leopold Berchtold לאופולד פון ברכטולד Count Leopold Joseph von Daun ליאופולד יוזף פון דאון Count Nefaria הרוזן נפאריה Count Vertigo הרוזן ורטיגו Count of Anjou Geoffrey Plantagenet רוזן אנז'ו ז'ופרואה החמישי Count of Barcelona Infante Juan רוזן ברצלונה חואן Count of Blois Stephen רוזן בלואה אטיין השני Count of Brienne Walter IV גוטייה הרביעי מבריין Count of Cavour Camillo Benso קמילו בנסו די קאבור Count of Champagne Henry II רוזן שמפאן אנרי השני Count of Edessa Joscelin III רוזן אדסה ז'וסלין השלישי Count of Flanders Arnulf I רוזן פלנדריה ארנולף הראשון Count of Flanders Arnulf II רוזן פלנדריה ארנולף השני Count of Flanders Baldwin IV דוכס פלנדריה בלדווין הרביעי Count of Flanders Baldwin V רוזן פלנדריה בולדווין החמישי Count of Flanders Baldwin VI דוכס פלנדריה בולדווין השישי Count of Flanders Guy רוזן פלנדריה גי דה דאמפייר Count of Flanders Louis I רוזן פלנדריה לואי הראשון Count of Flanders Louis II רוזן פלנדריה לואי השני Count of Flanders Robert I דוכס פלנדריה רובר הראשון Count of Maurepas Jean-Frédéric Phélypeaux הרוזן ממורפה זא'ן-פרדריק פליפו Count of Poitiers רוזן פואטייה Count of Pori Gustav Horn גוסטב הורן Count of St. Germain סן ז'רמן Count of Tilly Johann Tserclaes יוהאן ט'סרקלס פון טילי Count of Toulouse Raymond IV רוזן טולוז רמון הרביעי Count of Toulouse Raymond VI רוזן טולוז רמון השישי Count of Tripoli Raymond III רמון השלישי מטריפולי Count of Valois Charles רוזן ולואה שארל Count of Vendôme Louis הרוזן ונדום Count of Vermandois Hugh איג דה ורמנדואה Count of the Ardennes Sigfried זיגפריד מלוקסמבורג Count palatine פלטין Countable set קבוצה בת מנייה Countdown Countdown Countdown album cover.jpg תמונה:Megadeth - Countdown To Extinction - Front.jpg Countdown to Extinction Countdown to Extinction Counter מונה Counter's Creek קאונטרס Counter-Reformation קונטרה-רפורמציה Counter-Strike קאונטר סטרייק Counter-Strike Online Counter-Strike Online Counter-Strike: Condition Zero Counter-Strike: Condition-Zero Counter-Strike: Global Offensive Counter-Strike: Global Offensive Counter-Strike: Source Counter-Strike: Source Counter-intelligence and counter-terrorism organizations סיכול ריגול Counter-terrorism מלחמה בטרור Counter-terrorism in Israel קטגוריה:מבצעי צה"ל ללחימה בטרור CounterPunch קאונטרפאנץ' Counterattack מתקפת נגד Counterculture תרבות הנגד Counterculture of the 1960s קטגוריה:תרבות הנגד של שנות השישים Countercurrent exchange מנגנון זרימה נגדית Counterexample דוגמה נגדית Counterfeit money זיוף כסף Counterintelligence סיכול ריגול Counterpoint קונטרפונקט Countertenor קונטרה-טנור Countertop דלפק Countess Augusta Reuss of Ebersdorf נסיכת רויס-אברסדורף אוגוסטה Countess of Flanders Margaret II רוזנת פלנדריה מרגריט השנייה Countess of Flanders Margaret III רוזנת פלנדריה מרגריט השלישית Countess of Huntingdon Selina Hastings הרוזנת מהנטינגדון סלינה הייסטינגס Countess of Northumberland Mary Percy הרוזנת מנורת'מברלנד מרי פרסי Countess of Snowdon Princess Margaret הנסיכה מרגרט Countess of Ségur סופי דה סגיר Countess of Tyrol Margaret מרגרטה מאולטש Countess of Wessex Sophie רוזנת וסקס סופי Countess of Wiltshire Elizabeth Boleyn הרוזנת מווילטשייר אליזבת בוליין Counties of Albania מחוזות אלבניה Counties of Croatia מחוזות קרואטיה Counties of Croatia קטגוריה:קרואטיה: מחוזות Counties of Estonia חלוקה מנהלית של אסטוניה Counties of Estonia קטגוריה:אסטוניה: מחוזות Counties of Hungary מחוזות הונגריה Counties of Hungary קטגוריה:הונגריה: מחוזות Counties of Ireland מחוזות אירלנד Counties of Ireland תבנית:מחוזות אירלנד Counties of Ireland imagemap תבנית:מפת מחוזות אירלנד Counties of Liberia מחוזות ליבריה Counties of Lithuania מחוזות ליטא Counties of Lithuania קטגוריה:ליטא: מחוזות Counties of Lithuania תבנית:מחוזות ליטא Counties of Northern Ireland מחוזות צפון אירלנד Counties of Northern Ireland קטגוריה:צפון אירלנד: מחוזות Counties of Norway מחוזות נורווגיה Counties of Norway קטגוריה:נורווגיה: מחוזות Counties of Poland קטגוריה:פולין: מחוזות Counties of Romania מחוזות רומניה Counties of Romania קטגוריה:רומניה: מחוזות Counties of Sweden מחוזות שבדיה Counties of Wales קטגוריה:ויילס: מחוזות Counties of the Republic of Ireland קטגוריה:אירלנד: מחוזות Counties of the United States קטגוריה:מדינות ארצות הברית: מחוזות Counting מנייה Counting Crows Counting Crows Counting measure מידת המניה Counting of the Omer ספירת העומר Counting rods מוטות מנייה Counting sheep ספירת כבשים Counting sort מיון מנייה Countries קטגוריה:מדינות העולם Countries and territories of Oceania תבנית:מדינות אוקיאניה Countries and territories of the Mediterranean Sea תבנית:מדינות הים התיכון Countries bordering the Persian Gulf תבנית:מדינות המפרץ הפרסי Countries by continent קטגוריה:מדינות לפי יבשת Countries in Africa קטגוריה:מדינות אפריקה Countries in Asia קטגוריה:מדינות אסיה Countries in Central America קטגוריה:אמריקה המרכזית: מדינות Countries in Europe קטגוריה:מדינות אירופה Countries in North America קטגוריה:אמריקה הצפונית: מדינות Countries in Oceania קטגוריה:מדינות אוקיאניה Countries in South America קטגוריה:אמריקה הדרומית: מדינות Countries in the Americas קטגוריה:מדינות אמריקה Countries in the Caribbean קטגוריה:הקריביים: מדינות Countries in the Eurovision Song Contest קטגוריה:אירוויזיון לפי מדינה Countries of Africa תבנית:מדינות אפריקה Countries of Asia תבנית:מדינות אסיה Countries of the United Kingdom ישויות הממלכה המאוחדת Countries' greatest people TV series and media polls תבנית:סקרי התושבים הדגולים לפי מדינה Country ארץ Country Music Association Awards פרסי איגוד מוזיקת הקאנטרי Country Road דרך כפרית Country blues קאנטרי בלוז Country club קאנטרי קלאב Country code top-level domains קטגוריה:סיומות אינטרנט למדינות Country infobox templates קטגוריה:תבניות פרמטריות - מדינות Country music קאנטרי Country music groups קטגוריה:להקות קאנטרי Country music songs קטגוריה:שירי מוזיקת קאנטרי Country navigational boxes קטגוריה:תבניות ניווט - מדינות Country of origin סימון מדינת מוצא Country singers קטגוריה:זמרי קאנטרי Country subdivision templates קטגוריה:תבניות ניווט - שלטון מקומי Country subdivisions קטגוריה:חלוקה מנהלית של מדינות Countrymusic תבנית:קאנטרי Counts of France קטגוריה:רוזנים צרפתים Counts of Germany קטגוריה:רוזנים גרמנים Counts of Toulouse קטגוריה:רוזנות טולוז County מחוז County Carlow מחוז קרלו County Clare מחוז קלייר County Cork מחוז קורק County Dublin מחוז דבלין County Durham דרהאם County Galway מחוז גולוויי County Kerry מחוז קרי County Kildare קילדייר County Leitrim ליטרים County Limerick מחוז לימריק County Mayo מאיו County Roscommon רוסקומון County Sligo מחוז סלייגו County Tipperary טיפררי County Waterford ווטרפורד County Westmeath וסטמית' County of Edessa קטגוריה:רוזנות אדסה County of Edessa רוזנות אדסה County of Hainaut רוזנות אנו County of Jaffa and Ascalon רוזנות יפו ואשקלון County of Toulouse רוזנות טולוז County of Tripoli רוזנות טריפולי Coup contrecoup injury פגיעת ראש דו-צדדית Coup d'état הפיכה Coup of 18 Brumaire הפיכת 18 בברימר Coupe de France הגביע הצרפתי Coupe de la Ligue גביע הליגה הצרפתית Coupling זיווגים Coupling צימוד Coupling Facility IBM Coupling Facility Coupling constant קבוע צימוד Coupling reaction ריאקציות מצומדות Coupon collector's problem בעיית אוסף הקופונים Coups d'état קטגוריה:הפיכות צבאיות Cour d'honneur חצר הכבוד Courage אומץ Courage the Cowardly Dog אמיץ הכלב הפחדן Courante קוראנט Courier שליח Courland קורלנד Courland Governorate פלך קורלנד Courmayeur קורמאיור Cournot competition מודל קורנו Course קורס Course of Theoretical Physics סדרת הספרים לנדאו-ליפשיץ Coursera קורסרה Court בית משפט Court Jew יהודי החצר Court Jews קטגוריה:יהודי החצר Court and Spark Court and Spark Court costs הוצאות משפט Court of Arbitration for Sport בית הדין לבוררות בספורט Court of Justice of the European Union בית הדין לצדק של האיחוד האירופי Court of St James's חצר סנט ג'יימס Court of the women עזרת נשים Court piece הוק Court systems קטגוריה:מוסדות משפטיים Court-martial בית דין צבאי Courteney Cox קורטני קוקס Courtesan קורטיזנה Courtesans of antiquity קטגוריה:קורטזנות בעת העתיקה Courthouse בית משפט Courtly love מאהב Courtney קורטני Courtney Hodges קורטני הודג'ס Courtney Lee קורטני לי Courtney Love קורטני לאב Courtney Thorne-Smith קורטני תורן-סמית Courtroom אולם משפטים Courts קטגוריה:בתי משפט Courtship חיזור Courtyard חצר פנימית Courtyard neighborhood שכונת חצר Couscous קוסקוס Couvade תסמונת קובאד Couvade syndrome תסמונת קובאד Cova Lima District קובה-לימה Covalent bond קשר קוולנטי Covariance שונות משותפת Covenant ברית Covenant Code ספר הברית Covenant of the pieces ברית בין הבתרים Covenanter tank קובננטר Covent Garden קובנט גרדן Coventina קוונטינה Coventry קובנטרי Coventry Blitz הפצצת קובנטרי Coventry City F.C. קובנטרי סיטי Coventry City F.C. managers קטגוריה:מאמני קובנטרי סיטי Coventry City F.C. players קטגוריה:כדורגלני קובנטרי סיטי Cover כיסוי Cover עטיפה Cover version גרסת כיסוי Covered bridge גשר מקורה Covered passages of Paris הפסאז'ים המקורים של פריז Covering space מרחב כיסוי Covert Affairs פרשיות סמויות Covert operation מבצע חשאי Covrigi קובריג Cow פרה Cow Chocolate שוקולד פרה Cow and Chicken פרה ותרנגול Cowbell קאמפאנה Cowboy בוקר Cowboy Bebop קאובוי ביבופ Cowboys from Hell Cowboys From Hell Cowon Cowon Cowpea לוביה Cowpens flag דגל קאופנס Cowpox אבעבועות הפרות Cox's theorem משפט קוקס Coxeter group חבורת קוקסטר Coyhaique קויאיקה Coyote זאב ערבות Coyote Ugly חופשיות על הבר Coypu נוטרייה Cozbi כזבי בת צור Cozido קוזידו Cozonac קוזונאק Cozumel raccoon דביבון קוסומל CpG island איי CpG CpG site אתר CpG Cplatmaster/microsleep article editing שינה זעירה Cpt.schoener משתמש:Ewan2 Crab Nebula ערפילית הסרטן Crab louse כיני ערווה Crab-eating fox שועל הסרטנים Crab-eating macaque מקוק סרטנים Crab-eating mongoose נמיית הסרטנים Crab-eating raccoon דביבון סרטנים Crab-plover דרומס Crabeater seal לובודון הסרטנים Cracidae הוקיים Cracidae קטגוריה:הוקיים Cracked Brain Cracked Brain Cracker קרקר Cracking פיצוח פחמימנים Cracking joints פכירת אצבעות Cradle עריסה Cradle of Filth Cradle of Filth Cradle of Humankind ערש המין האנושי Cradle of Our Forefathers O Cameroon המנון קמרון Crafoord Prize פרס קראפורד Crafts deities קטגוריה:אלילי מלאכה Crafts goddesses קטגוריה:אלות מלאכה Crafts gods קטגוריה:אלי מלאכה ויצירה Crag and tail פקק געשי#צוק וזנב Craig קרייג Craig Bellamy קרייג בלאמי Craig David קרייג דייוויד Craig Gordon קרייג גורדון Craig Mello קרייג מלו Craig Nelson קרייג טי. נלסון Craig Newmark קרייג ניומרק Craig Nicholls קרייג ניקולס Craig Winn קרייג וין Craigavon קרייגבון Craigboy/Space Launch System SLS Craigjclemson/sandbox רעב Craignure קרייגנור Craigslist קרייגסליסט Craiova קטגוריה:קראיובה Craiova קראיובה Cramer's rule נוסחת קרמר Cramer–Shoup cryptosystem הצפנת קריימר-שופ Cramér's V מתאם קרמר Cramér–Rao bound חסם קרמר-ראו Cranachan קראנאכאן Cranberry חמוצית Cranberry sauce רוטב חמוציות Crane מנוף מסילתי Crane עגוריים Crane עגורן Crane fly טיפולתיים Cranial electrotherapy stimulation אלקטרותרפיה באמצעות גירוי גולגולתי Cranial nerves עצבי הגולגולת Craniate בעלי גולגולת Craniosacral therapy תרפיית קרניוסקרל Crank ארכובה Crank טרחן כפייתי Crank Yankers שיחות מלוכלכות Crankshaft גל ארכובה Crantor קראנטור Crash התרסקות Crash Bandicoot קראש בנדיקוט Crash cart עגלת החייאה Crash test dummy בובת מבחן ריסוק Crass קראס Crassulaceae טבוריתיים Crassulaceae קטגוריה:טבוריתיים Crassulacean acid metabolism מטבוליזם של חומצת הטבוריתיים Crataegus עוזרר Crataegus azarolus עוזרר קוצני Crataegus monogyna עוזרר חד-גלעיני Crater גביע Crater Lake קרייטר לייק Crater Lake National Park הפארק הלאומי קרייטר לייק Crater counting ספירת מכתשים Crater lake אגם לוע Crater lakes קטגוריה:אגמי לוע Craterus קרטרוס Crates קראטס Crates of Thebes קראטס מתבאי Craton קראטון Cratylus קראטילוס Craugastoridae קראוגסטוריים Crave מתים לזה Craven Cottage קרייבן קוטג' Crawford קרופורד Cray Cray Crayfish party מסיבת סרטן הנהרות Crazy Crazy Crazy Frog הצפרדע המשוגעת Crazy Horse סוס משוגע Crazy Horse קרייזי הורס Crazy Ivan משתמש:Crazy Ivan Crazy Little Thing Crazy Little Thing Crazy Little Thing Called Love Crazy Little Thing Called Love Crazy World Crazy World Crazy in Love Crazy in Love Crazyhouse שחמט השתלות Crbillet/sandbox דומיטיאנוס Cream קרים Cream שמנת Cream cheese גבינת שמנת Cream liqueurs קטגוריה:ליקר שמנת Cream tea Cream tea Cream-coloured courser רץ מדבר Creatine קראטין Creatinine קריאטינין Creation myth בריאת העולם Creationism בריאתנות Creative Commons Creative Commons Creative Commons Attribution 2.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-2.0 Creative Commons Attribution 2.5 files קטגוריה:ויקיפדיה - תמונות Cc-by-2.5 Creative Commons Attribution 3.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-3.0 Creative Commons Attribution-ShareAlike 2.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-2.0 Creative Commons Attribution-ShareAlike 2.5 files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-2.5 Creative Commons Attribution-ShareAlike 3.0 files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-3.0 Creative Commons Attribution-ShareAlike files קטגוריה:ויקיפדיה - תמונות Cc-by-sa-1.0 Creative Commons ShareAlike files קטגוריה:ויקיפדיה - תמונות Cc-sa-1.0 Creative writing כתיבה יוצרת Creativity יצירתיות Creativity תנועת היצירה Credibility אמינות Credible witness מהימנות Credit אשראי Credit קטגוריה:אשראי Credit קרדיט Credit Suisse קרדיט סוויס Credit card כרטיס אשראי Credit card issuer associations קטגוריה:חברות כרטיס אשראי Credit cards קטגוריה:כרטיסי אשראי Credit default swap CDS Credit rating דירוג אשראי Credit risk סיכון אשראי Cree language קרי Creed אני מאמין Creed קריד Creedence Clearwater Revival קרידנס קלירווטר רבייבל Creep Creep Creep זחילה Creepin on ah Come Up Creepin on ah Come Up Creighton Abrams קרייטון אברמס Cremation שריפת גווייה Cremisan Valley מנזר כרמיזן Cremona קרמונה Creoda of Mercia מלך מרסיה קראודה Creodonta קראודונטים Creodonts קטגוריה:קראודונטים Creole language שפה קריאולית Creole peoples קריאולים Crepe קרפ Crepuscular בעלי חיים פעילי דמדומים Cres צרס Crescent סהר Crespi d'Adda קרספי ד'אדה Cressa ערר Crest ציצה Crested argus ארגוס מצויץ Crested bobwhite שליו אמריקני מצויץ Crested duck ברווז מצויץ Crested eagle עיט גואני מצויץ Crested guineafowl פנינייה מצויצת Crested honey buzzard איה מצויצת Crested ibis מגלן יפני Crested lark עפרוני מצויץ Crested partridge חוגלה מצויצת Crested penguin פינגווין מצויץ Crested porcupine דרבן מצויץ Crested servaline genet גחן מצוייץ Creta et Cyrenaica כרתים וקירנאיקה Cretaceous קרטיקון Cretaceous תבנית:קרטיקון Cretaceous dinosaurs קטגוריה:דינוזאורים שחיו בקרטיקון Cretaceous–Paleogene extinction event הכחדת קרטיקון-שלישון Cretan War המלחמה הכרתית Cretan War המלחמה הכרתית 205 לפנה"ס - 200 לפנה"ס Crete כרתים Crete קטגוריה:כרתים Cretinism תת-תריסיות מולדת Cretog8/Scratchpad3 מכירה פומבית של דולר Creutzfeldt–Jakob disease מחלת קרויצפלד-יעקב Crew members of the International Space Station קטגוריה:אנשי צוות תחנת החלל הבינלאומית Crewe Alexandra F.C. קרו אלכסנדרה Crewe Alexandra F.C. players קטגוריה:כדורגלני קרו אלכסנדרה Crex מלכישליו Cri du chat תסמונת קרי דו שה Cricetidae אוגריים Criciúma Esporte Clube players קטגוריה:כדורגלני קריסיומה Cricket צרצריים Cricket קטגוריה:קריקט Cricket קריקט Cricket fighting קרב צרצרים Cricket in Sri Lanka קריקט בסרי לנקה Cricoid cartilage הסחוס הטבעתי Cricopharyngeal spasm עווית קריקופרינגיאלית Cricothyrotomy קוניוטומיה Crigler–Najjar syndrome תסמונת קריגלר נג'ר Crime עבירה Crime against peace פשע נגד השלום Crime and Punishment החטא ועונשו Crime by country קטגוריה:פשע לפי מדינה Crime fiction writers קטגוריה:סופרי מתח ואימה Crime film סרט פשע Crime films קטגוריה:סרטי פשע Crime films by genre קטגוריה:סרטי פשע לפי סוגה Crime in Austria קטגוריה:פשע באוסטריה Crime in China קטגוריה:פשע בסין Crime in Egypt קטגוריה:פשע במצרים Crime in France קטגוריה:פשע בצרפת Crime in Germany קטגוריה:פשע בגרמניה Crime in Israel קטגוריה:פשע בישראל Crime in Italy קטגוריה:פשע באיטליה Crime in Mexico קטגוריה:פשע במקסיקו Crime in Norway קטגוריה:פשע בנורווגיה Crime in Romania קטגוריה:פשע ברומניה Crime in Russia קטגוריה:פשע ברוסיה Crime in South Africa קטגוריה:פשע בדרום אפריקה Crime in the United Kingdom קטגוריה:פשע בבריטניה Crime in the United States קטגוריה:פשע בארצות הברית Crime journalists קטגוריה:כתבים פליליים Crime reconstruction שחזור Crime scene זירת פשע Crime victims קטגוריה:קורבנות פשע Crimea חצי האי קרים Crimea קטגוריה:קרים Crimea Medal מדליית קרים Crimean Campaign הקרב הראשון על חצי האי קרים Crimean Federal District המחוז הפדרלי של קרים Crimean Karaites קראי מזרח אירופה Crimean Khanate ח'אנות קרים Crimean People's Republic הרפובליקה העממית של קרים Crimean Tatar language טטרית של קרים Crimean War מלחמת קרים Crimean War קטגוריה:מלחמת קרים Crimean War Memorial אנדרטת מלחמת קרים Crimes קטגוריה:פשעים Crimes against children קטגוריה:פשעים נגד ילדים Crimes against humanity פשע נגד האנושות Crimes against humanity קטגוריה:פשעים נגד האנושות Crimes and Misdemeanors פשעים ועבירות קלות Criminal Criminal Criminal Investigation Department הבולשת הבריטית Criminal Minds מחשבות פליליות Criminal code חוק העונשין Criminal comedy films קטגוריה:סרטי קומדיית פשע Criminal defenses הגנות במשפט הפלילי Criminal investigation חקירה פלילית Criminal law משפט פלילי Criminal law קטגוריה:דיני עונשין Criminal procedure דיון פלילי בישראל Criminal procedure קטגוריה:סדר דין פלילי Criminals קטגוריה:מורשעים בדין Criminals by nationality קטגוריה:מורשעים בדין לפי מדינה Criminologists קטגוריה:קרימינולוגים Criminology קטגוריה:קרימינולוגיה Criminology קרימינולוגיה Crimson ארגמן Crimson שני Crimson Dynamo דינאמו הארגמן Crimson Peak קרימזון פיק Crimson Tide כוננות מיידית Crimson-headed partridge חוגלת ראש-ארגמן Crin Antonescu קרין אנטונסקו Cringe comedy קומדיית מבוכה Crinoid חבצלות ים Crinoline קרינולינה Criollo people קריאולים Crip Walk קריפ ווק Crips קריפס Cris Morena כריס מורנה Crisis משבר Crisis hotline ער"ן Crisis management ניהול משברים Crisis on Infinite Earths המשבר בעולמות האינסופיים Crisis/Sandbox WWE Crisis1.png קובץ:Infinite-Crisis.png Crispin Bonham-Carter קריספין בונהם-קרטר Crispin Glover קריספין גלובר Crispusallen.PNG תמונה:Crispusallen.PNG Criss Angel כריס אנג'ל Crista Flanagan קריסטה פלנגן Cristhian Stuani כריסטיאן סטואני Cristian Ansaldi כריסטיאן אנסאלדי Cristian Chivu כריסטיאן קיבו Cristian Daniel Ledesma כריסטיאן דניאל לדסמה Cristian Gamboa כריסטיאן גמבואה Cristian González Aidinovich כריסטיאן גונזאלס Cristian Mungiu כריסטיאן מונג'יו Cristian Opazo/aldol אלדול Cristian Ramírez כריסטיאן רמירס Cristian Raúl Ledesma כריסטיאן ראול לדסמה Cristian Rodríguez כריסטיאן רודריגס Cristian Sîrghi כריסטיאן סירגי Cristian Tello כריסטיאן טייו Cristian Villagra כריסטיאן ויז'אגרה Cristiane Rozeira כריסטיאן Cristiano Ronaldo כריסטיאנו רונאלדו Cristiano Zanetti כריסטיאנו זאנטי Cristin Milioti כריסטין מיליאוטי Cristina Fernández de Kirchner כריסטינה פרננדס דה קירשנר Cristine Rose כריסטין רוז Cristián Zapata כריסטיאן ספאטה Cristián Álvarez כריסטיאן אלברס Cristobalite קריסטובליט Cristofano Malvezzi כריסטופאנו מאלווצי Cristoforo Caresana כריסטופורו קארסאנה Cristoforo Moro כריסטופורו מורו Cristóbal Balenciaga כריסטובל בלנסיאגה Cristóbal de Morales כריסטובאל דה מוראלס Crithmum קריתמון ימי Critias קריטיאס Critical Mass מסה קריטית Critical apparatus הפרטוס קריטיקוס Critical chain project management שרשרת קריטית Critical exponent אקספוננט קריטי Critical illness polyneuropathy פולינוירופתיה של מחלה קריטית Critical legal studies הגישה הביקורתית למשפט Critical mass מסה קריטית Critical path method נתיב קריטי Critical pedagogy פדגוגיה ביקורתית Critical period תקופה קריטית Critical point נקודה קריטית Critical regionalism רגיונליזם ביקורתי Critical section קטע קריטי Critical theory תאוריה ביקורתית Critically endangered species קטגוריה:מינים בסכנת הכחדה חמורה Criticism ביקורת Criticism of Muhammad הביקורת על מוחמד Criticism of religion ביקורת על הדת Criticism of the Bible ביקורת על המקרא Critics קטגוריה:מבקרים Critique of Judgment ביקורת כוח השיפוט Critique of Pure Reason ביקורת התבונה הטהורה Crito קריטון Critolaus קריטולאוס Crittenden Compromise פשרת קריטנדן Critter Country ארץ החיות הקטנות Critérium du Dauphiné דופינה ליברה Crius קריוס Crixus קריקסוס Crișana קרישאנה Crna צרנה Cro-Magnon קרו-מניון Croatia קטגוריה:קרואטיה Croatia קרואטיה Croatia Airlines קרואטיה איירליינס Croatia Split ספליט Croatia Stari Grad סטארי גראד Croatia at the Olympics קרואטיה במשחקים האולימפיים Croatia at the Paralympics קרואטיה במשחקים הפאראלימפיים Croatia in the Eurovision Song Contest קרואטיה באירוויזיון Croatia is Growing קואליציית קוקוריקו Croatia men's national basketball team נבחרת קרואטיה בכדורסל Croatia national football team נבחרת קרואטיה בכדורגל Croatia national football team managers קטגוריה:מאמני נבחרת קרואטיה בכדורגל Croatia national football team navigational boxes קטגוריה:סגלי נבחרת קרואטיה בכדורגל Croatia squad 1998 FIFA World Cup תבנית:נבחרת קרואטיה במונדיאל 1998 Croatia squad 2002 FIFA World Cup תבנית:נבחרת קרואטיה במונדיאל 2002 Croatia squad 2006 FIFA World Cup תבנית:נבחרת קרואטיה במונדיאל 2006 Croatia squad 2014 FIFA World Cup תבנית:נבחרת קרואטיה במונדיאל 2014 Croatia squad UEFA Euro 1996 תבנית:נבחרת קרואטיה יורו 1996 Croatia squad UEFA Euro 2004 תבנית:נבחרת קרואטיה יורו 2004 Croatia squad UEFA Euro 2008 תבנית:נבחרת קרואטיה יורו 2008 Croatia squad UEFA Euro 2012 תבנית:נבחרת קרואטיה יורו 2012 Croatia squad UEFA Euro 2016 תבנית:נבחרת קרואטיה יורו 2016 Croatia women's national basketball team נבחרת קרואטיה בכדורסל נשים Croatian Christian Democratic Union האיחוד הדמוקרטי הקרואטי של בוסניה והרצגובינה Croatian Christian Democrats נוצרים דמוקרטים Croatian First Football League ליגת העל הקרואטית Croatian Parliament הפרלמנט הקרואטי Croatian People's Party – Liberal Democrats המפלגה הליברלית דמוקרטית של קרואטיה Croatian Republic of Herzeg-Bosnia הקהילה הקרואטית של הרצג-בוסניה Croatian Righteous Among the Nations קטגוריה:קרואטים חסידי אומות העולם Croatian War of Independence מלחמת העצמאות של קרואטיה Croatian activists קטגוריה:פעילים חברתיים קרואטים Croatian athletes קטגוריה:אתלטים קרואטים Croatian basketball coaches קטגוריה:מאמני כדורסל קרואטים Croatian basketball players קטגוריה:כדורסלנים קרואטים Croatian chess players קטגוריה:שחמטאים קרואטים Croatian cuisine קטגוריה:המטבח הקרואטי Croatian culture קטגוריה:קרואטיה: תרבות Croatian diplomats קטגוריה:דיפלומטים קרואטים Croatian football managers קטגוריה:מאמני כדורגל קרואטים Croatian footballers קטגוריה:כדורגלנים קרואטים Croatian historians קטגוריה:היסטוריונים קרואטים Croatian kuna קונה Croatian language קרואטית Croatian musicians קטגוריה:מוזיקאים קרואטים Croatian people קטגוריה:קרואטים Croatian people by occupation קטגוריה:קרואטים לפי מקצוע Croatian people of World War II קטגוריה:קרואטים במלחמת העולם השנייה Croatian politicians קטגוריה:פוליטיקאים קרואטים Croatian rabbis קטגוריה:רבנים קרואטים Croatian scientists קטגוריה:מדענים קרואטים Croatian sportspeople קטגוריה:ספורטאים קרואטים Croatian writers קטגוריה:סופרים קרואטים Croatia–Israel relations יחסי ישראל-קרואטיה Croats קרואטים Croats and Serbs State of Slovenes הקרואטים והסרבים מדינת הסלובנים Croat–Bosniak War המלחמה הקרואטית-בוסנית Crocidura חדף Crocket קרוקט Crockett קרוקט Crockett Johnson קרוקט ג'ונסון Crocodile Dundee קרוקודיל דנדי Crocodile farm חוות תנינאים Crocodile tears דמעות תנין Crocodilia תבנית:תנינאים Crocodilia תנינאים Crocodilians קטגוריה:תנינאים Crocodilopolis קרוקודילופוליס Crocodylidae קטגוריה:תניניים Crocodylidae תניניים Crocodylus תנין Crocs קרוקס Crocus כרכום Crocus hyemalis כרכום חורפי Croesus קרויסוס Crohn's disease מחלת קרוהן Croissant קרואסון Croix de Guerre צלב המלחמה Croix-de-Feu צלב האש Cromford קרומפורד Cromford Canal תעלת קרומפורד Cromford Mill מפעל קרומפורד Cromford Wharf מזח קרומפורד Cromford and High Peak Railway מסילת הרכבת קרומפורד והיי פיק Cromwell קרומוול Cromwell tank קרומוול Cron Cron Cronartium ribicola Cronartium ribicola Cronus קרונוס Crony capitalism קשרי הון-שלטון Crook קרוק Crook County מחוז קרוק Crop זפק Crop circle מעגלי תבואה Crop milk חלב יונים Crop rotation מחזור זרעים Crop wild relative גזעי בר של צמחי תרבות Cropping חיתוך תמונה Crops קטגוריה:גידולים חקלאיים Croque-monsieur קרוק-מסייה Croquembouche קרוקמבוש Croquet קרוקט Croquette קרוקט Crore קרור Crosby קרוסבי Crosier מטה כמורה Cross צלב Cross Bay Veterans Memorial Bridge גשר קרוס ביי וטרנס ממוריאל Cross Purposes Cross Purposes Cross River נהר קרוס Cross River gorilla גורילת גדת הנהר Cross country running ריצת שדה Cross of Burgundy דגל צלב בורגונדיה Cross of Lorraine צלב לורן Cross of Sacrifice צלב ההקרבה Cross ownership בעלות צולבת Cross pattée צלב פאטה Cross product מכפלה וקטורית Cross section חתך פעולה Cross subsidization סבסוד צולב Cross symbols קטגוריה:צלבים Cross tabulation צלווח נתונים Cross-bedding שיכוב#שיכוב צולב Cross-country skiers קטגוריה:גולשי סקי למרחקים Cross-country skiing סקי למרחקים Cross-country skiing קטגוריה:סקי למרחקים Cross-cutting עריכה צולבת Cross-dominance אמבידקסטריות Cross-dressing קרוס-דרסינג Cross-dressing in film קטגוריה:קרוס-דרסר בקולנוע ובטלוויזיה Cross-dressing in television קטגוריה:קרוס-דרסר בקולנוע ובטלוויזיה Cross-figure תשבץ מספרים Cross-link קשר צולב Cross-platform חוצה-פלטפורמות Cross-race effect אפקט הגזע האחר Cross-ratio יחס כפול Cross-sectional study מחקרי חתך Cross-site scripting XSS CrossFit קרוספיט CrossGen קרוסג'ן CrossOver CrossOver Crossair Flight 3597 טיסה 3597 של קרוסאייר Crossarchus קוסימן Crossbencher קרוס בנצ'רס Crossbones קרוסבונז Crossbow חץ וקשת Crossbow קשת מוצלבת Crossed module מודול מוצלב Crossfire קרוספייר Crossfire8228/sandbox אינטרוספקציה Crossing guard משמרות זה"ב בישראל Crossing the Chasm התהום השיווקי Crossing the Red Sea קריעת ים סוף Crossing the T חציית ה-T Crossover קרוס-אובר Crossover קרוסאובר Crossover cable RJ-45 Crossover fiction קטגוריה:קרוס-אובר של יצירות בדיוניות Crossover sport utility vehicles קטגוריה:רכבי שטח ופנאי גדולים Crossroads צומת Crossroads קרוסרודס Crossword תשבץ Crossword compilers קטגוריה:תשבצאים Crosswords קטגוריה:תשבצים Crotalus עכסן Crotalus basiliscus עכסן מערב מקסיקני Crotalus durissus עכסן דרום אמריקאי Crotalus simus עכסן מרכז אמריקאי Crotaphytidae לטאות קולר Crotone קרוטונה Croup קנה נשימה וסימפונות דלקת גרון Crouton קרוטונים Crowbar לום Crowd המון Crowd counting הערכת גודל קהל Crowded in the Ear צפוף באוזן Crowdfunding מימון המונים Crowdfunding קטגוריה:מימון המונים Crowdie קרוודי Crowdsourcing מיקור המונים Crowdsourcing קטגוריה:מיקור המונים Crowe קרואו Crown כתר Crown קטגוריה:כתר Crown Heights riot מהומות קראון הייטס Crown Jewels of the United Kingdom קטגוריה:תכשיטי הכתר של הממלכה המאוחדת Crown Jewels of the United Kingdom תבנית:תכשיטי הכתר של הממלכה המאוחדת Crown Jewels of the United Kingdom תכשיטי הכתר של הממלכה המאוחדת Crown Prince of Austria Rudolf נסיך הכתר האוסטרי רודולף Crown Prince of Bavaria Rupprecht נסיך הכתר מבוואריה רופרכט Crown Prince of Denmark Frederik נסיך דנמרק פרדריק Crown Prince of Iran Reza Pahlavi רזא כורש עלי פהלווי Crown Prince of Japan Naruhito נסיך יפן נארוהיטו Crown Prince of Jordan Hussein נסיך ירדן חוסיין בן עבדאללה Crown Prince of Morocco Moulay Hassan נסיך מרוקו מולאי חסן Crown Prince of Norway Haakon נסיך נורווגיה הוקון Crown Princess of Greece Marie-Chantal נסיכת יוון מארי שנטל Crown Princess of Japan Masako נסיכת יפן מסקו Crown Princess of Norway Mette-Marit נסיכת נורווגיה מטה מאריט Crown Princess of Sweden Victoria נסיכת שוודיה ויקטוריה Crown dependencies שטחי חסות של הכתר הבריטי Crown ether אתר כתר Crown jewels קטגוריה:תכשיטי כתר Crown of Aragon כתר אראגון Crown of Castile כתר קסטיליה Crown of Ireland Act 1542 חוק הכתר של אירלנד 1542 Crown of Mary of Modena כתר מרי ממודנה Crown of Queen Adelaide כתר המלכה אדלייד Crown of Queen Alexandra כתר המלכה אלכסנדרה Crown of Queen Elizabeth The Queen Mother כתר המלכה אליזבת Crown of Queen Mary כתר המלכה מרי Crown of Scotland כתר סקוטלנד Crown prince יורש עצר Crown-of-thorns starfish כוכבן קוצני Crowned eagle עיט כתר Crowned pigeon יונת כתר Crowns קטגוריה:כתרים Croydon Airport נמל התעופה קרוידון Crozet Islands איי קרוזה Cru קרו Crucifix קרוסיפיקס Crucifixion צליבה Crucifixion of Jesus צליבת ישו Crudités קרודיטה Cruel Intentions משחקי פיתוי Cruel and Unusual Films Cruel and Unusual Films Cruella de Vil קרואלה דה ויל Cruelty to animals צער בעלי חיים Cruelty-free ללא אכזריות Cruise control בקרת שיוט Cruise missile טיל שיוט Cruise missiles קטגוריה:טילי שיוט Cruise ship אוניית תענוגות Cruiser סיירת Cruiser Mk I טנק שיוט סימן 1 Cruiser Mk II טנק שיוט סימן 2 Cruiser Mk III טנק שיוט סימן 3 Cruiser tanks קטגוריה:טנקי שיוט Cruisers קטגוריה:סיירות מלחמה Cruisers of Germany קטגוריה:ספינות מלחמה גרמניות Cruising for sex קרוזינג Crum375/NPOV ויקיפדיה:נקודת מבט נייטרלית Crumble קרמבל Crumhorn קרומהורן Crunchyjb M4 Crunk קראנק Crusade of 1101 מסע הצלב של 1101 Crusader Kings II מלכים צלבנים 2 Crusader castles קטגוריה:מבצרי צלבנים Crusader states המדינות הצלבניות Crusader states קטגוריה:המדינות הצלבניות Crusader tank קרוסיידר Crusades מסעי הצלב Crusades קטגוריה:מסעי הצלב Crush syndrome תסמונת מעיכה Crustacean סרטנאים Crustaceans קטגוריה:סרטנאים Crutch קב Crux הצלב הדרומי Crux קטגוריה:קבוצת הכוכבים הצלב הדרומי Cruz קרוז Cruz Azul קרוס אסול Cruz Azul footballers קטגוריה:כדורגלני קרוס אסול Cruzeiro Esporte Clube קרוזיירו Cruzeiro Esporte Clube managers קטגוריה:מאמני קרוזיירו Cruzeiro Esporte Clube players קטגוריה:כדורגלני קרוזיירו Cry Baby Cry Cry Baby Cry Cry Me a River Cry Me a River Cry-Baby נער שוליים Crydexoxo4evr/ruthie קאוואיי Crying בכי Cryobiology קריוביולוגיה Cryolite קריאוליט Cryonics קריוניקה Cryopreservation הקפאה קריוגנית Cryosphere קריוספירה Crypsis הסוואה בעולם החי Crypt קריפטה Cryptanalysis קריפטואנליזה Cryptanalysis of the Enigma פיצוח האניגמה Crypteia קריפטיה Cryptic Writings Cryptic Writings Cryptic crossword תשבץ היגיון CryptoLocker קריפטולוקר Cryptobiosis קריפטוביוזה Cryptobranchidae קטגוריה:סלמנדרות ענקיות Cryptobranchoidea סלמנדרות ענק Cryptochrome קריפטוכרום Cryptocurrencies קטגוריה:מטבעות מבוזרים Cryptocurrency מטבע מבוזר Cryptodira צבים חבויי צוואר Cryptogam חסרי זרע Cryptogams קטגוריה:חסרי זרע Cryptographers קטגוריה:קריפטוגרפים Cryptographic attacks קטגוריה:תקיפות קריפטוגרפיות Cryptographic hash function פונקציית גיבוב קריפטוגרפית Cryptographic hash functions קטגוריה:פונקציות גיבוב קריפטוגרפיות Cryptographic protocol פרוטוקול קריפטוגרפי Cryptographically secure pseudorandom number generator מחולל מספרים פסאודו-אקראיים קריפטוגרפי Cryptography קטגוריה:קריפטוגרפיה Cryptography קריפטוגרפיה Cryptography organizations קטגוריה:גופי הצפנה ופיצוח צפנים Cryptomeria קריפטומריה Cryptomnesia קריפטומנזיה Cryptorchidism טמירות אשכים Cryptozoology קטגוריה:קריפטוזואולוגיה Cryptozoology קריפטוזואולוגיה Crysis קרייסיס Crystal גביש Crystal קריסטל Crystal Cox קריסטל קוקס Crystal Palace F.C. קריסטל פאלאס Crystal Palace F.C. managers קטגוריה:מאמני קריסטל פאלאס Crystal Palace F.C. players קטגוריה:כדורגלני קריסטל פאלאס Crystal Planet Crystal Planet Crystal ball כדור בדולח Crystal growth גידול גבישים Crystal habit צורות של גבישים Crystal momentum תנע גבישי Crystal oscillator מתנד גבישי Crystal skull גולגולת קריסטל Crystal structure מבנה גבישי Crystal system מערכת גבישית Crystal twinning גבישים תאומים Crystallographers קטגוריה:קריסטלוגרפים Crystallographic Information File קובץ CIF Crystallographic defect פגמים בגבישים Crystallography קטגוריה:קריסטלוגרפיה Crystallography קריסטלוגרפיה Crytek Crytek Crème קרם Crème anglaise קרם אנגלז Crème brûlée קרם ברולה Crème caramel קרם קרמל Crème de cassis קרם דה קסיס Crème fraîche קרם פרש Crédit Lyonnais בנק קרדי ליונה Crémieux Decree צו כרמיה Crépy-en-Valois קרפי-אן-ולואה Créteil קרטיי Crêpe חביתית Crêpe Suzette קרפ סוזט Csanád Szegedi צ'ונאד סגדי Csaribay/Drafts/Disney's Contemporary Resort אתר הנופש העכשווי של דיסני Csfypwaiting אלגוריתם Csmallw/Sandbox אורביטל אטומי Csmallw/sandbox אורביטל אטומי Csongrád צ'ונגרד Csongrád County צ'ונגרד Csárdás צ'רדש Ctatkinson/Redwood National and State Parks מערכת הפארקים רדווד Ctenophora מסרקניים Ctenosaura similis איגואנה קוצנית שחורה Ctesias קטסיאס Ctesibius קטסיביוס Ctesiphon קטסיפון Cthulhu קת'ולהו Cuanza קוואנזה Cuatro Torres Business Area CTBA Cuauhtémoc קואוטמוק Cuauhtémoc Blanco קוואוטמוק בלנקו Cuba קובה Cuba קטגוריה:קובה Cuba FA.png קובץ:Cuba FA.gif Cuba Gooding Jr. קיובה גודינג ג'וניור Cuba Libre קובה ליברה Cuba Manzanillo מנסניו Cuba Santa Clara סנטה קלרה Cuba Trinidad טרינידד Cuba Yara יארה Cuba at the Olympics קובה במשחקים האולימפיים Cuba at the Paralympics קובה במשחקים הפאראלימפיים Cuba national basketball team נבחרת קובה בכדורסל Cuba national football team נבחרת קובה בכדורגל Cuba templates קטגוריה:תבניות ניווט - קובה Cuban Literacy Campaign המפעל הלאומי לאוריינות בקובה Cuban Missile Crisis משבר הטילים בקובה Cuban Revolution המהפכה הקובנית Cuban Revolution קטגוריה:המהפכה הקובנית Cuban artists קטגוריה:אמנים קובנים Cuban athletes קטגוריה:אתלטים קובנים Cuban chess players קטגוריה:שחמטאים קובנים Cuban crocodile תנין קובני Cuban culture קטגוריה:קובה: תרבות Cuban law קטגוריה:קובה: חוק ומשפט Cuban literature קטגוריה:ספרות קובנית Cuban music קטגוריה:מוזיקה קובנית Cuban musicians קטגוריה:מוזיקאים קובנים Cuban people קטגוריה:קובנים Cuban people by ethnic or national origin קטגוריה:קובה: דמוגרפיה Cuban pianists קטגוריה:פסנתרנים קובנים Cuban poets קטגוריה:משוררים קובנים Cuban politicians קטגוריה:פוליטיקאים קובנים Cuban revolutionaries קטגוריה:מהפכנים קובנים Cuban singers קטגוריה:זמרים קובנים Cuban sportspeople קטגוריה:ספורטאים קובנים Cuban writers קטגוריה:סופרים קובנים Cubana de Aviación קובאנה דה אוויאסיון Cubanite קובניט Cuba–United States relations יחסי ארצות הברית-קובה Cuba–United States relations קטגוריה:יחסי ארצות הברית-קובה Cube קובייה Cube קיוב Cube root שורש שלישי CubeSat קיובסאט Cubic crystal system המערכת הגבישית הקובייתית Cubic function פונקציה ממעלה שלישית Cubic metre מטר מעוקב Cubic metre per second מטר מעוקב לשנייה Cubicle תא משרדי Cubism קוביזם Cubism קטגוריה:קוביזם Cubist artists קטגוריה:אמנים קוביסטים Cubist paintings קטגוריה:ציור קוביסטי Cubit אמה Cuboctahedron קובוקטהדרון Cuboid תיבה Cuckoo קוקייתיים Cuckoo clock שעון קוקייה Cuckoo hashing גיבוב קוקייה Cuckoo roller קורול Cuco Martina קוקו מרטינה Cuculiformes קטגוריה:קוקיתאים Cucumber מלפפון Cucumber sandwich כריך מלפפון Cucurbita moschata דלורית Cucurbitaceae דלועיים Cucurbitaceae קטגוריה:דלועיים Cucurbitales דלועאים Cucurbitales קטגוריה:דלועאים Cuddle party מסיבת כרבולים Cue bid Cue bid Cue sports ביליארד Cue sports קטגוריה:ביליארד Cuenca קואנקה Cuernavaca קוארנבקה Cueva de las Manos מערת הידיים Cufflink חפת Cuiabá קויאבה Cuilén מלך סקוטלנד קולן Cuirass קיראס Cuirassier קירסיר Cuisenaire rods בדידים Cuisine קטגוריה:מטבחים Cuisine by continent קטגוריה:מטבחים לפי תרבות Cuisine by nationality קטגוריה:מטבחים לפי מדינה Cuisine of Georgia קטגוריה:המטבח הגאורגי Cuisine of New England מטבח ניו אינגלנד Cuisine of Sardinia קטגוריה:המטבח הסרדיני Cuisine of the United States המטבח של ארצות הברית Cuisines תבנית:מטבחים Cuitláhuac קואיטלאואק Cujo קוג'ו Cul-de-sac ללא מוצא Cul-de-sac מבוי Culex כולכית Culex pipiens כולכית מצויה Culiacán קוליאקאן Culinary art קולינריה Cullen קאלן Cullen skink קאלן סקינק Cullinan Diamond קולינן Culpeo שועל קולפאו Culper Ring מחתרת קלפר Cult film סרט פולחן Cult of personality פולחן אישיות Cultivator קלטרת Cults קטגוריה:כתות Cultural Judaism יהדות כתרבות Cultural Revolution מהפכת התרבות בסין Cultural Zionism ציונות רוחנית Cultural anthropology אנתרופולוגיה תרבותית Cultural aspects of death קטגוריה:המוות בתרבות ובאמנות Cultural assimilation התבוללות תרבותית Cultural assimilation קטגוריה:התבוללות תרבותית Cultural capital הון תרבותי Cultural depictions of Jesus קטגוריה:ישו בתרבות ובאמנות Cultural depictions of Joan of Arc ז'אן ד'ארק בתרבות ובאמנות Cultural feminism פמיניזם תרבותי Cultural generations קטגוריה:דורות סוציולוגיים Cultural globalization גלובליזציה תרבותית Cultural history of World War I קטגוריה:מלחמת העולם הראשונה בתרבות Cultural influence of Star Trek ההשפעה התרבותית של מסע בין כוכבים Cultural mosaic הפסיפס התרבותי Cultural organizations קטגוריה:ארגוני תרבות Cultural psychology פסיכולוגיה תרבותית Cultural relativism יחסיות תרבותית Cultural resources management משמעות תרבותית של נכסי מורשת Cultural turn המפנה התרבותי Culture ספר:תרבות Culture קטגוריה:תרבות Culture תרבות Culture Club מועדון תרבות Culture Palace היכל התרבות Culture and Sport The Knesset Committee on Education התרבות והספורט ועדת החינוך Culture by city קטגוריה:תרבות לפי עיר Culture by city in Brazil קטגוריה:תרבות ברזילאית לפי עיר Culture by city in Canada קטגוריה:תרבות בקנדה לפי עיר Culture by city in Germany קטגוריה:תרבות בגרמניה לפי עיר Culture by city in Israel קטגוריה:תרבות בישראל לפי יישוב Culture by city in the United States קטגוריה:תרבות בארצות הברית לפי עיר Culture by continent קטגוריה:תרבות לפי יבשות Culture by ethnicity קטגוריה:תרבות לפי זהות אתנית Culture by nationality קטגוריה:תרבות של מדינות Culture gap הבדלים בין-תרבותיים Culture hero גיבור תרבות Culture in Amsterdam קטגוריה:אמסטרדם: תרבות Culture in Bahia קטגוריה:באהיה: תרבות Culture in Barcelona קטגוריה:ברצלונה: תרבות Culture in Berlin קטגוריה:ברלין: תרבות Culture in Cologne קטגוריה:קלן: תרבות Culture in Edinburgh קטגוריה:אדינבורו: תרבות Culture in Frankfurt קטגוריה:פרנקפורט: תרבות Culture in Hamburg קטגוריה:המבורג: תרבות Culture in London קטגוריה:לונדון: תרבות Culture in Madrid קטגוריה:מדריד: תרבות Culture in Milan קטגוריה:מילאנו: תרבות Culture in Moscow קטגוריה:מוסקבה: תרבות Culture in Munich קטגוריה:מינכן: תרבות Culture in Rio de Janeiro קטגוריה:ריו דה ז'ניירו: תרבות Culture in Stockholm קטגוריה:סטוקהולם: תרבות Culture in Tel Aviv קטגוריה:תל אביב-יפו: תרבות Culture in Valencia קטגוריה:ולנסיה: תרבות Culture in Warsaw קטגוריה:ורשה: תרבות Culture industry חרושת התרבות Culture jamming שיבוש תרבות Culture ministers קטגוריה:שרי תרבות Culture ministers of Greece קטגוריה:שרי התרבות של יוון Culture ministries קטגוריה:משרדי תרבות Culture of Abkhazia קטגוריה:אבחזיה: תרבות Culture of Baden-Württemberg קטגוריה:באדן-וירטמברג: תרבות Culture of Bavaria קטגוריה:בוואריה: תרבות Culture of East Germany תרבות גרמניה המזרחית Culture of Georgia קטגוריה:גאורגיה: תרבות Culture of Germany תרבות גרמניה Culture of Germany by state קטגוריה:תרבות בגרמניה לפי מדינה Culture of Hesse קטגוריה:הסן: תרבות Culture of Hong Kong קטגוריה:הונג קונג: תרבות Culture of Israel תרבות ישראלית Culture of Japan תרבות יפן Culture of Jerusalem קטגוריה:ירושלים: תרבות Culture of Mongolia תרבות מונגולית Culture of Montreal קטגוריה:מונטריאול: תרבות Culture of New York City קטגוריה:ניו יורק: תרבות Culture of North Rhine-Westphalia קטגוריה:נורדריין-וסטפאליה: תרבות Culture of Ontario קטגוריה:אונטריו: תרבות Culture of Paris קטגוריה:פריז: תרבות Culture of Quebec קטגוריה:קוויבק: תרבות Culture of Saxony קטגוריה:סקסוניה: תרבות Culture of Sydney קטגוריה:סידני: תרבות Culture of Tbilisi קטגוריה:טביליסי: תרבות Culture of Toronto קטגוריה:טורונטו: תרבות Culture of Vienna קטגוריה:וינה: תרבות Culture of peace festival פסטיבל תרבות של שלום Culture of the Americas קטגוריה:אמריקה: תרבות Culture of the United Kingdom תרבות הממלכה המאוחדת Culture of the United States תרבות ארצות הברית Culture shock הלם תרבות Culture stubs קטגוריה:קצרמר תרבות Culture war מלחמת תרבות Cultured meat בשר מתורבת Cultures קטגוריה:תרבויות Cum nimis absurdum Cum nimis absurdum Cumae קימה Cumalıkızık ג'ומליקיזיק Cumania קומניה Cumans קומנים Cumberland קטגוריה:קאמברלנד Cumberland Lodge אכסניית קמברלנד Cumberland sausage נקניקיית קאמברלנד Cumbia קומביה Cumbria קאמבריה Cumbria קטגוריה:קאמבריה Cumin כמון Cuming קאמינג Cuming Museum מוזיאון קאמינג Cummerbund אבנט Cummings קאמינגס Cummingtonite קמינגטוניט Cumrun Vafa קומרון ואפה Cumulate rock סלע הצטברות Cumulative distribution function פונקציית הצטברות Cumulonimbus cloud קומולונימבוס Cumulus cloud קומולוס Cundinamarca Girardot חירארדוט Cunedagius קאנדאגיוס Cuneiform script כתב יתדות Cuneo קונאו Cunningham קנינגהם Cunt: A Declaration of Independence כוס: הצהרת עצמאות Cuomo family קטגוריה:משפחת קואומו Cup Final גמר גביע Cupboard ארון Cuplé קופלט Cupping therapy כוסות רוח Cupressaceae ברושיים Cupressaceae קטגוריה:ברושיים Cupressus ברוש Cupressus glabra ברוש קרח Cupressus macrocarpa ברוש גדול-פירות Cupressus sempervirens ברוש מצוי Cuprite קופריט Cupuaçu קופואסו Cura te ipsum קורה טה איפסום Curator אוצר Curators קטגוריה:אוצרים Curaçao קוראסאו Curaçao קטגוריה:קוראסאו Curaçao footballers קטגוריה:כדורגלנים קוראסאואים Curaçao national football team נבחרת קוראסאו בכדורגל Curaçao sportspeople קטגוריה:ספורטאים קוראסאואים Curb אבן שפה Curb Your Enthusiasm תרגיע Curculionidae חדקוניתיים Curcumin כורכומין Curd הגבנה Curd Jürgens קורט יורגנס Curfew עוצר Curia קוריה Curia Hostilia קוריה הוסטיליה Curie קירי Curie constant קבוע קירי Curie temperature טמפרטורת קירי Curie's law חוק קירי Curiosity Curiosity Curiosity סקרנות Curiosity killed the cat הסקרנות הרגה את החתול Curitiba קוריטיבה Curitiba קטגוריה:קוריטיבה Curium קוריום Curl רוטור Curl-up זחלגלגל Curlew חרמשון Curlew sandpiper חופית מגלית Curley Russell קרלי ראסל Curling קרלינג Curly Chalker זוט סימס Curly Howard קורלי הווארד Curly-tailed lizards לטאות מסולסלות זנב Curnonsky קורנונסקי Curonian Spit הרצועה הקורונית Curps/Sandbox Aאלוסי דווידוביץ'אA Currencies of Africa קטגוריה:מטבעות אפריקה Currencies of Asia קטגוריה:מטבעות אסיה Currencies of Europe קטגוריה:מטבעות אירופה Currencies of Israel קטגוריה:ישראל: מטבעות Currencies of Oceania קטגוריה:מטבעות אוקיאניה Currencies of the Americas קטגוריה:מטבעות אמריקה Currencies of the United States קטגוריה:מטבעות ארצות הברית Currencies replaced by the euro קטגוריה:מטבעות שהוחלפו באירו Currency הכסף בראייה מקרו-כלכלית Currency קטגוריה:מטבעות Currency basket סל מטבעות Currency board מועצת מטבע Currency sign סימן מטבע Currency union איחוד מוניטרי Current זרם Current תבנית:אקטואלי Current Supreme Court of Israel תבנית:בית המשפט העליון Current U.S. Cabinet תבנית:קבינט ארצות הברית Current affairs אקטואליה Current asset נכסים שוטפים Current density צפיפות זרם Current government of Israel תבנית:ממשלת ישראל Current liability התחייבויות שוטפות Current mirror ראי זרם Current ratio יחס שוטף Current source מקור זרם Current sovereigns תבנית:מונרכים מכהנים Curriculum תוכנית לימודים Curriculum vitae קורות חיים Currier and Ives קורייר ואייבס Curry מאכלי קארי Curry קארי Curry powder קארי Curry tree קארי Curry's paradox הפרדוקס של קרי Currying פונקציית קורי Currywurst נקניקיית קארי Curse קללה Curse of Ham שכרות נח Curse of Tippecanoe קללת טיפקאנו Curse of knowledge קללת הידע Curse of the Golden Flower קללת פרח הזהב Curse of the ninth קללת הסימפוניה התשיעית Curse of the pharaohs קללת הפרעונים Cursed הקללה Curses קטגוריה:קללות Cursive כתב מחובר Cursive Hebrew כתב עברי רהוט Cursor סמן Cursus honorum מסלול המשרות Curt Bois קורט בואה Curt Haase קורט האזה Curt Herzstark קורט הרצשטרק Curt Sachs קורט זאקס Curt von Bardeleben קורט פון ברדלבן Curta קורטה Curtain וילון Curtin קרטין Curtis קרטיס Curtis Fuller קרטיס פולר Curtis Institute of Music מכון קרטיס למוזיקה Curtis LeMay קרטיס לה מיי Curtiss C-46 Commando קרטיס C-46 קומנדו Curtiss P-40 Warhawk קרטיס P-40 וורהוק Curtiss-Wright X-19 X-19 Curvature עקמומיות Curve עקומה Curves קטגוריה:עקומות Curzio Malaparte קורציו מלפרטה Curzon Line קו קרזון Cusack קיוזאק Cusco קוסקו Cuscuta כשות Cuscuta campestris כשות השדות Cush כוש בן חם Cushi כושי Cushing קושינג Cushing reflex רפלקס קושינג Cushing's syndrome תסמונת קושינג Cushitic languages קטגוריה:שפות כושיות Cushitic languages שפות כושיות Cuspius Fadus קספיוס פאדוס Custard חביצה Custer קסטר Custody of the Holy Land משמורת ארץ הקודש Custom מנהג Custom House Tower מגדל בית המכס Custom of the sea מנהג הים Customer relationship management ניהול קשרי לקוחות Customer retention שימור לקוחות Customs מכס Customs broking עמיל מכס Customs duties קטגוריה:מכס Customs union איחוד מכסים Cut קאט Cut קאת Cutaneous condition מחלת עור Cutaneous conditions קטגוריה:מחלות עור והרקמה התת-עורית Cutaneous leishmaniasis שושנת יריחו Cutaway שוט הסחה Cutelittleboyboy אנטיביוטיקה Cuticle קוטיקולה Cutlery סכו"ם Cuts of meat קטגוריה:נתחי בשר Cutting board קרש חיתוך Cutting tools קטגוריה:כלי חיתוך Cuttlefish דיונונים Cuttlefish קטגוריה:דיונונים Cutty Sark קאטי סארק Cuvette-Ouest Department קובט מערב Cuvier's beaked whale זיפיוס חלול חרטום Cuvier's dwarf caiman קיימן גמדי של קיווייה Cuvier's gazelle צבי קיווייה Cy Twombly סיי טוומבלי Cyan ציאן Cyanide ציאניד Cyanide & Happiness Cyanide and happiness Cyanoacetylene ציאנו אצטילן Cyanobacteria כחוליות Cyanocobalamin ציאנוקובלמין Cyanogen bromide ציאנוגן ברומיד CyanogenMod CyanogenMod Cyanosis כיחלון Cybele קיבלה Cyber סייבר Cyber Monday יום שני המקוון Cyber-utopianism אוטופיזם קיברנטי CyberArk סייברארק CyberSkull משתמש:CyberSkull Cyberbullying בריונות רשת Cyberchondria סייברכונדריה Cybercrime פשע מקוון Cybercrime קטגוריה:פשעי מחשב Cyberculture תרבות האינטרנט Cyberfeminism סייברפמיניזם Cybernet סייברנט Cybernetics קיברנטיקה Cyberpsychology סייבר-פסיכולוגיה Cyberpunk סייברפאנק Cyberpunk 2077 Cyberpunk 2077 Cyberpunk films קטגוריה:סרטי סייברפאנק Cybersecurity Information Sharing Act CISA Cybersex סייברסקס Cyberspace המרחב הקיברנטי Cyberspace קטגוריה:המרחב הקיברנטי Cyberterrorism טרור קיברנטי Cyberwarfare לוחמת רשת Cyberwarfare קטגוריה:לוחמה קיברנטית Cybill Shepherd סיביל שפרד Cyborg סייבורג Cyborg קיבורג Cyborg Ninja/sandbox יהדות אשכנז Cycadales ציקסאים Cyclades האיים הקיקלאדיים Cyclades קטגוריה:האיים הקיקלאדיים Cyclamen רקפת Cyclamen coum רקפת יוונית Cyclamen persicum רקפת מצויה Cycle graph מעגל Cycle of erosion מחזור סחיפה Cycle of poverty מעגל העוני Cycle of violence מעגל דמים Cycle racing קטגוריה:מרוצי אופניים Cycle racing in France קטגוריה:מרוצי אופניים בצרפת Cycle sport מרוץ אופניים Cycle types קטגוריה:סוגי אופניים Cycles Cycles Cyclic adenosine monophosphate CAMP Cyclic group חבורה ציקלית Cyclic guanosine monophosphate CGMP Cyclic mass מיסה מחזורית Cyclic model יקום מחזורי Cyclic module מודול ציקלי Cyclic number מספר ציקלי Cyclic quadrilateral מרובע ציקלי Cyclic redundancy check בדיקת יתירות מחזורית Cyclic voltammetry וולטמטריה ציקלית Cycling קטגוריה:אופניים Cycling רכיבה על אופניים Cycling at the Summer Olympics אופניים במשחקים האולימפיים Cycling jersey חולצת רכיבה Cycling team קבוצת אופניים Cycling teams קטגוריה:קבוצות אופניים Cyclists קטגוריה:רוכבי אופניים Cycloalkanes קטגוריה:ציקלואלקאנים Cyclobutadiene ציקלובוטדיאן Cyclodextrin ציקלודקסטרין Cyclohexane ציקלוהקסאן Cyclohexene ציקלוהקסן Cycloid ציקלואידה Cyclometer ציקלומטר Cyclone ציקלון Cyclone Chapala צ'פלה Cyclone Nargis ציקלון נארגיס Cyclonic separation הפרדה ציקלונית Cyclopentane ציקלופנטאן Cyclopiano/Sandbox דלקת כבד Cycloplegia ציקלופלגיה Cyclopoida ציקלופיים Cyclopropane ציקלופרופאן Cyclops אוצר טמון בסייקלופ Cyclops סייקלופס Cyclops קיקלופ Cyclorama ציקלורמה Cycloramphidae קיקלורמפידיים Cyclosilicates קטגוריה:ציקלוסיליקטים Cyclosportive גראן פונדו Cyclostationary process תהליך ציקלוסטציונרי Cyclothymia ציקלותימיה Cyclotomic field שדה ציקלוטומי Cyclotomic polynomial פולינום ציקלוטומי Cyclotron ציקלוטרון Cyców ציצוב Cyd Charisse סיד צ'ריס Cydia Cydia Cydnidae סרחניים Cydonia הפנים במאדים CyeZBot~enwiki משתמש:CyeZBot CyeZ~enwiki משתמש:CyeZ Cygnus ברבור Cygnus סיגנוס Cygnus קטגוריה:קבוצת הכוכבים ברבור Cygnus Solutions Cygnus Solutions Cygwin Cygwin Cylinder גליל Cylinder צילינדר Cylinder lock מנעול צילינדר Cylinder seal חותם גליל Cylindrical coordinate system קואורדינטות גליליות Cylindrophiidae סילינדרופיים Cyllene סילנה Cylon of Athens קילון Cymbal מצילה Cymbaline Cymbaline Cymbalista Synagogue and Jewish Heritage Center בית הכנסת והמרכז למורשת היהדות ע"ש צימבליסטה Cymbalophora oertzeni דובון מנומר Cymbeline סימבלין Cymbopogon עשב לימון Cymric cat קימריק Cymru.lass/Herem חרם Cynar צ'ינאר Cyndi Lauper סינדי לאופר Cyndi Lauper קטגוריה:סינדי לאופר Cyndi Lauper albums קטגוריה:אלבומי סינדי לאופר Cynic סיניק Cynicism ציניות Cynicism ציניקנים Cynocephaly קינוקפאליה Cynodon dactylon יבלית Cynortas קינורטס Cynthia Cooper-Dyke סינתיה קופר Cynthia Kenyon סינתיה קניון Cynthia Lennon סינתיה לנון Cynthia Nixon סינת'יה ניקסון Cynthia Ozick סינתיה אוזיק Cynthia Rothrock סינתיה רות'רוק Cynthia Watros סינתיה ווטרוס Cynthia Woodhead סינתיה וודהד Cyperaceae קטגוריה:גמאיים Cyperus גומא Cyperus esculentus גומא נאכל Cyperus papyrus גומא פפירוס Cyperus rotundus גומא הפקעים Cypher סייפר Cypress ברוש Cypress Hill סייפרס היל Cyprinidae קטגוריה:קרפיוניים Cypriniformes קטגוריה:קרפיונאים Cyprinodontiformes אידרונאים Cyprinodontiformes קטגוריה:אידרונאים Cyprinus קרפיון Cypriot Basketball Cup הגביע הקפריסאי בכדורסל Cypriot Cup הגביע הקפריסאי Cypriot First Division ליגת העל הקפריסאית Cypriot Maronite Arabic ערבית קפריסאית Cypriot cuisine קטגוריה:המטבח הקפריסאי Cypriot culture קטגוריה:קפריסין: תרבות Cypriot footballers קטגוריה:כדורגלנים קפריסאים Cypriot mouse עכבר קפריסין Cypriot people קטגוריה:קפריסאים Cypriot politicians קטגוריה:מדינאים ופוליטיקאים קפריסאים Cypriot sportspeople קטגוריה:ספורטאים קפריסאים Cyprus קטגוריה:קפריסין Cyprus קפריסין Cyprus Airways סייפרוס איירווייז Cyprus Basketball Division 1 ליגת העל הקפריסאית בכדורסל Cyprus Basketball Division 1 תבנית:ליגת העל הקפריסאית בכדורסל Cyprus Cup גביע קפריסין Cyprus Ministers of Finance קטגוריה:שרי האוצר של קפריסין Cyprus Ministers of Foreign Affairs קטגוריה:שרי החוץ של קפריסין Cyprus Postal Services דואר קפריסין Cyprus Salamis סלמיס Cyprus Soli סולי Cyprus at the Olympics קפריסין במשחקים האולימפיים Cyprus at the Paralympics קפריסין במשחקים הפאראלימפיים Cyprus in the Eurovision Song Contest קפריסין באירוויזיון Cyprus internment camps מחנות המעצר בקפריסין Cyprus national basketball team נבחרת קפריסין בכדורסל Cyprus national football team נבחרת קפריסין בכדורגל Cyprus templates קטגוריה:תבניות ניווט - קפריסין Cyprus–Israel relations יחסי ישראל-קפריסין Cyprus–Qatar relations יחסי קטר-קפריסין Cyrano de Bergerac סיראנו דה ברז'ראק Cyrenaica קירנאיקה Cyrenaics האסכולה הקירנאית Cyriacus סיריאקוס הקדוש Cyril קירילוס Cyril Cusack סיריל קיוזאק Cyril Domb יחיאל דומב Cyril Falls סירל פולס Cyril Kornbluth סיריל קורנבלות' Cyril Mango קירל מנגו Cyril of Alexandria קירילוס האלכסנדרוני Cyril of Bulgaria המטרופוליט קיריל Cyril of Jerusalem קירילוס מירושלים Cyril of Scythopolis קירילוס מסקיתופוליס Cyrillic numerals ספרות קיריליות Cyrillic script אלפבית קירילי Cyrillic script קטגוריה:אלפבית קירילי Cyrtopodion amictopholis שממית החרמון Cyrtopodion kotschyi שממית עצים Cyrus Adler סיירוס אדלר Cyrus Cylinder הצהרת כורש Cyrus Frisch סיירוס פריש Cyrus Gates Farmstead עבדות בארצות הברית Cyrus Gordon כורש הרצל גורדון Cyrus I כורש הראשון Cyrus Vance סיירוס ואנס Cyrus barrone Fearless Vampire Killers Cyrus the Great כורש Cyrus the Great קטגוריה:כורש הגדול Cyrus the Younger כורש הצעיר Cyst ציסטה Cysteine ציסטאין Cysteine protease ציסטאין פרוטאז Cystic artery עורק כיס המרה Cystic fibrosis סיסטיק פיברוזיס Cystitis דלקת שלפוחית השתן Cython Cython Cytochrome ציטוכרום Cytogenetics ציטוגנטיקה Cytogenetics קטגוריה:ציטוגנטיקה Cytokine ציטוקין Cytokine storm סערת ציטוקינים Cytokinesis ציטוקינזה Cytokinin ציטוקינין Cytomegalovirus CMV Cytopathic effect אפקט ציטופתי Cytoplasm ציטופלזמה Cytoscape Cytoscape Cytosine ציטוזין Cytoskeleton שלד התא Cytosol ציטוזול Cytotoxic T cell תא T ציטוטוקסי Cyzicus קיזיקוס Czech Airlines צ'ק איירליינס Czech Cup הגביע הצ'כי בכדורגל Czech First League ליגת העל הצ'כית בכדורגל Czech First League תבנית:ליגת העל הצ'כית Czech Footballer of the Year כדורגלן השנה בצ'כיה Czech Footballer of the Year תבנית:כדורגלן השנה בצ'כיה Czech Jews קטגוריה:יהודים צ'כים Czech Nobel laureates קטגוריה:זוכי פרס נובל צ'כים Czech Philharmonic התזמורת הפילהרמונית הצ'כית Czech Republic צ'כיה Czech Republic קטגוריה:צ'כיה Czech Republic Davis Cup team נבחרת גביע דייוויס של צ'כיה Czech Republic FA.png קובץ:Czech Republic FA.gif Czech Republic Fed Cup team נבחרת גביע הפדרציה של צ'כיה Czech Republic at the Olympics צ'כיה במשחקים האולימפיים Czech Republic in the Eurovision Song Contest צ'כיה באירוויזיון Czech Republic international footballers קטגוריה:כדורגלני נבחרת צ'כיה Czech Republic national basketball team נבחרת צ'כיה בכדורסל Czech Republic national football team נבחרת צ'כיה בכדורגל Czech Republic national football team navigational boxes קטגוריה:סגלי נבחרת צ'כיה בכדורגל Czech Republic national under-21 football team נבחרת צ'כיה בכדורגל עד גיל 21 Czech Republic squad 2006 FIFA World Cup תבנית:נבחרת צ'כיה במונדיאל 2006 Czech Republic squad UEFA Euro 1996 תבנית:נבחרת צ'כיה יורו 1996 Czech Republic squad UEFA Euro 2000 תבנית:נבחרת צ'כיה יורו 2000 Czech Republic squad UEFA Euro 2004 תבנית:נבחרת צ'כיה יורו 2004 Czech Republic squad UEFA Euro 2008 תבנית:נבחרת צ'כיה יורו 2008 Czech Republic squad UEFA Euro 2012 תבנית:נבחרת צ'כיה יורו 2012 Czech Republic squad UEFA Euro 2016 תבנית:נבחרת צ'כיה ביורו 2016 Czech Republic templates קטגוריה:תבניות ניווט - צ'כיה Czech Republic women's national basketball team נבחרת צ'כיה בכדורסל נשים Czech Republic–Israel relations יחסי ישראל-צ'כיה Czech Righteous Among the Nations קטגוריה:צ'כים חסידי אומות העולם Czech Silesia שלזיה הצ'כית Czech Social Democratic Party המפלגה הסוציאל-דמוקרטית הצ'כית Czech Wikipedia ויקיפדיה הצ'כית Czech architects קטגוריה:אדריכלים צ'כים Czech artists קטגוריה:אמנים צ'כים Czech athletes קטגוריה:אתלטים צ'כים Czech basketball players קטגוריה:כדורסלנים צ'כים Czech cellists קטגוריה:צ'לנים צ'כים Czech chess players קטגוריה:שחמטאים צ'כים Czech children's writers קטגוריה:סופרי ילדים ונוער צ'כים Czech clergy קטגוריה:אנשי דת צ'כים Czech composers קטגוריה:מלחינים צ'כים Czech conductors קטגוריה:מנצחים צ'כים Czech cuisine המטבח הצ'כי Czech cuisine קטגוריה:המטבח הצ'כי Czech culture קטגוריה:צ'כיה: תרבות Czech directors קטגוריה:במאים צ'כים Czech dramatists and playwrights קטגוריה:מחזאים צ'כים Czech female models קטגוריה:דוגמניות צ'כיות Czech female tennis players קטגוריה:טניסאיות צ'כיות Czech film directors קטגוריה:במאי קולנוע צ'כים Czech footballers קטגוריה:כדורגלנים צ'כים Czech hedgehog בזנ"ט Czech historians קטגוריה:היסטוריונים צ'כים Czech ice hockey players קטגוריה:שחקני הוקי קרח צ'כים Czech is Cyrillized/Exponential function אקספוננט Czech journalists קטגוריה:עיתונאים צ'כים Czech koruna קורונה צ'כית Czech language צ'כית Czech language קטגוריה:צ'כית Czech literature קטגוריה:ספרות צ'כית Czech mathematicians קטגוריה:מתמטיקאים צ'כים Czech music קטגוריה:מוזיקה צ'כית Czech musicians קטגוריה:מוזיקאים צ'כים Czech organists קטגוריה:נגני עוגב צ'כים Czech painters קטגוריה:ציירים צ'כים Czech people קטגוריה:צ'כים Czech philosophers קטגוריה:פילוסופים צ'כוסלובקים Czech photographers קטגוריה:צלמים צ'כים Czech physicians קטגוריה:רופאים צ'כים Czech physicists קטגוריה:פיזיקאים צ'כים Czech pianists קטגוריה:פסנתרנים צ'כים Czech poets קטגוריה:משוררים צ'כים Czech politicians קטגוריה:פוליטיקאים צ'כים Czech rabbis קטגוריה:רבנים צ'כים Czech science fiction writers קטגוריה:סופרי מדע בדיוני צ'כים Czech sportspeople קטגוריה:ספורטאים צ'כים Czech tennis players קטגוריה:טניסאים צ'כים Czech violinists קטגוריה:כנרים צ'כים Czech violists קטגוריה:ויולנים צ'כים Czech writers קטגוריה:סופרים צ'כים Czechoslovak First League ליגת העל הצ'כוסלובקית Czechoslovak Footballer of the Year כדורגלן השנה בצ'כוסלובקיה Czechoslovak Legion הלגיונות הצ'כוסלובקיים במלחמת העולם הראשונה Czechoslovak New Wave הגל הצ'כוסלובקי החדש Czechoslovak artistic gymnasts קטגוריה:מתעמלים צ'כוסלובקים Czechoslovak athletes קטגוריה:אתלטים צ'כוסלובקים Czechoslovak films קטגוריה:סרטים צ'כוסלובקיים Czechoslovak football managers קטגוריה:מאמני כדורגל צ'כוסלובקים Czechoslovak footballers קטגוריה:כדורגלנים צ'כוסלובקים Czechoslovak government-in-exile הממשלה הצ'כוסלובקית הגולה Czechoslovak law קטגוריה:צ'כוסלובקיה: חוק ומשפט Czechoslovak military personnel קטגוריה:אנשי צבא צ'כוסלובקים Czechoslovak people קטגוריה:צ'כוסלובקים Czechoslovak politicians קטגוריה:פוליטיקאים צ'כוסלובקים Czechoslovak sportspeople קטגוריה:ספורטאים צ'כוסלובקים Czechoslovakia צ'כוסלובקיה Czechoslovakia קטגוריה:צ'כוסלובקיה Czechoslovakia FA.png קובץ:Czechoslovakia FA.gif Czechoslovakia at the Olympics צ'כוסלובקיה במשחקים האולימפיים Czechoslovakia in World War II קטגוריה:צ'כוסלובקיה במלחמת העולם השנייה Czechoslovakia national basketball team נבחרת צ'כוסלובקיה בכדורסל Czechoslovakia national football team נבחרת צ'כוסלובקיה בכדורגל Czechoslovakia squad 1990 FIFA World Cup תבנית:נבחרת צ'כוסלובקיה מונדיאל 1990 Czechoslovakia–Poland relations יחסי פולין-צ'כוסלובקיה Czechs צ'כים Czeladź צ'לדז Czemierniki צ'מיירניקי Czerniak צ'רניאק Czernowitz Synagogue בית הכנסת הכוראלי של צ'רנוביץ Czerny צ'רני Czerwińsk nad Wisłą צ'רווינסק על נהר ויסלה Czerwone Gitary צ'רבונה גיטרי Czesław Miłosz צ'סלב מילוש Czudec צ'ודץ Czyżew צ'יז'ב Częstochowa צ'נסטוחובה Cádiz קדיס Cádiz CF קדיס Cádiz CF players קטגוריה:כדורגלני קדיס Cádiz Cortes הקורטס של קדיס Cássia Eller קסיה אלר Câmpulung Moldovenesc קמפולונג מולדובנסק Cântico da Liberdade המנון כף ורדה Cædmon קאדמון Cécile Chaminade ססיל שמינאד Cécile de France ססיל דה פראנס Cécilia Attias ססיליה אטיאס Cédric Bardon סדריק ברדון Cédric Carrasso סדריק קראסו Cédric Villani סדריק וילאני Célestine Galli-Marié סלסטין גאלי-מרייה Célia Šašić סליה סאסיץ' César Arzo Amposta ססאר ארסו César Award פרס סזאר César Award winners קטגוריה:זוכי פרס סזאר César Azpilicueta ססאר אספיליקווטה César Cielo סזאר סיילו César Cui צזאר קואי César Franck סזר פרנק César Gaviria ססאר גוויריה César Luis Menotti ססאר לואיס מנוטי César Milstein סזר מילשטיין César Navas ססאר נבאס César Pelli סזאר פלי César Pelli buildings קטגוריה:סזאר פלי César Ritz סזאר ריץ César Rodríguez Álvarez ססאר רודריגס אלברס César Sánchez ססאר סאנצ'ס César Vallejo ססאר ואייחו Círdan קירדן Córdoba קורדובה Córdoba CF קורדובה Córdoba CF footballers קטגוריה:כדורגלני קורדובה Córdoba CF managers קטגוריה:מאמני קורדובה Córdoba Lucena לוסנה Córdoba Río Cuarto ריו קוארטו Córdoba San Francisco סן פרנסיסקו Córdoba Synagogue בית הכנסת בקורדובה Côtes-d'Armor קוט-ד'ארמור Cümbüş ג'ומבוש Cüneyt Çakır ג'ינייט צ'אקיר Căile Ferate Române הרכבת הרומנית Călin Popescu-Tăriceanu קלין פופסקו-טריצ'אנו Călușari קלושרי Căpcăun קפקאון Cătălina Ponor קטלינה פונור Cēsis צסיס D D D רה D'Alembert operator ד'אלמברטיאן D'Alembert's paradox פרדוקס ד'אלמבר D'Alembert's principle עקרון ד'אלמבר D'Angelo Russell ד'אנג'לו ראסל D'Hondt method שיטת ויקטור ד'הונד D'Nash ד'נאש D'oh! !D'oh D'or Fischer דיאור פישר D-Link D-Link D-dimer די-דימר D-lactate dehydrogenase לקטט דהידרוגנאז D. Augustin די.ג'יי. אוגוסטין D. Cooper די. בי. קופר D. Griffith ד.וו גריפית' D. Lawrence דייוויד הרברט לורנס D. Mbenga דידייה אילונגה מבנגה D.C. Art museums and galleries in Washington קטגוריה:מוזיאונים לאמנות בוושינגטון D.C. Buildings and structures in Washington קטגוריה:וושינגטון: מבנים D.C. Monuments and memorials in Washington קטגוריה:וושינגטון: אנדרטאות D.C. Museums in Washington קטגוריה:וושינגטון: מוזיאונים D.C. Parks in Washington קטגוריה:וושינגטון: פארקים D.C. Sports in Washington קטגוריה:וושינגטון: ספורט D.C. Sports teams in Washington קטגוריה:וושינגטון: מועדוני ספורט D.C. United די.סי. יונייטד D.C. United players קטגוריה:כדורגלני די.סי. יונייטד D.C. Washington וושינגטון די. סי. D.C. Washington פורטל:וושינגטון די. סי. D.C. Washington קטגוריה:וושינגטון די. סי. D.E.B.S. D.E.B.S D12 D12 DAF Trucks דאף DAHER-SOCATA סוקטה DAISY Digital Talking Book DAISY DAM דם DAPI DAPI DARPA DARPA DARPA Grand Challenge מרוץ האתגר הגדול של דארפ"א DARPA Robotics Challenge תחרות אתגר הרובוטיקה של דארפ"א DATACOM/DB Datacom/DB DAX DAX DB Db DBC Pierre די.בי.סי פייר DBLP Dblp DC DC DC Comics DC Comics DC Comics ספר:DC Comics DC Comics קטגוריה:DC קומיקס DC Comics logo 2005–2012.svg תמונה:Dc2005.jpg DC Comics supervillains קטגוריה:נבלי על בדי.סי. קומיקס DC Extended Universe היקום הקולנועי של די.סי. קומיקס DC Shoes נעלי DC DC Universe יקום DC DC++ DC++ DC-to-DC converter ממירי זרם ישר ממותגים DCWorld תבנית:גביע דייוויס עולמי DD Form 214 תעודת שחרור משירות צבאי DD-transpeptidase טרנספפטידאז DDR DDR DDR Museum מוזיאון גרמניה המזרחית DDR SDRAM DDR SDRAM DDR-Oberliga ליגת העל המזרח-גרמנית DDR-Oberliga top scorer תבנית:מלך השערים של ליגת העל המזרח גרמנית DDT די-די-טי DEET DEET DEF CON DEF CON DEFCON DEFCON DEST DEST DEagleBot משתמש:DEagleBot DF DF DF-21 דונגפנג 21 DF-26 דונגפנג 26 DF-4 DF-4 DFB-Pokal הגביע הגרמני DFL-Supercup הסופר קאפ הגרמני DGtal משתמש:DGtal DHL Express DHL DIMES DIMES DIMM DIMM DJ Jazzy Jeff די ג'יי ג'אזי ג'ף DJ Jazzy Jeff & The Fresh Prince די ג'יי ג'אזי ג'ף אנד דה פרש פרינס DJ Premier די ג'יי פרמייר DJ Sammy DJ Sammy DJ Shadow די ג'יי שאדו DJ Yella DJ Yella DJs קטגוריה:תקליטנים DLL Hell DLL hell DLand משתמש:DLand DMA DMA DMF DMF DMOZ המדריך הפתוח DMSO reductase דימתיל סולפוקסיד רדוקטז DMX DMX DMY משתמש:DMY DNA DNA DNA קטגוריה:DNA DNA computing מחשוב DNA DNA microarray מערך DNA DNA nanotechnology ננוטכנולוגיית דנ"א DNA origami DNA אוריגמי DNA paternity testing בדיקת סמני DNA DNA polymerase DNA פולימראז DNA repair תיקון DNA DNA replication שכפול DNA DNA sequencing ריצוף DNA DNA vaccination חיסון DNA DNA virus נגיף DNA DNCE די אן סי אי DOC דוק DOCSIS דוקסיס DONOVAN משתמש:דונובן DOS DOS DOS games קטגוריה:משחקי DOS DOS on IBM PC compatibles קטגוריה:DOS DOS software קטגוריה:תוכנות DOS DOSBox DOSBox DPR Korea League ליגת הכדורגל של קוריאה הצפונית DR Congo at the Olympics הרפובליקה הדמוקרטית של קונגו במשחקים האולימפיים DR Congo national football team נבחרת הרפובליקה הדמוקרטית של קונגו בכדורגל DS 5 סיטרואן DS5 DS9logo.JPG קובץ:DS9logo.jpg DSR-Precision GmbH DSR-1 DSR-1 DSV Alvin DSV Alvin DShK מקלע DShK DTM&H DTM&H DTP DTP DTS DTS DTWNS מלך אקסום דטוונס DV8 Physical Theatre התיאטרון הפיזי DV8 DVB-T DVB-T DVD DVD DVD-Audio DVD-Audio DVR DVR Da Ali G Show המופע של עלי ג'י Da Lat דה לאט Da Vinci דה וינצ'י Da Vinci's Demons הסודות של דה וינצ'י Da'am Workers Party דעם Da'as Torah דעת תורה Da'at Miqra דעת מקרא Daat enc תבנית:אנצ דעת Dabigatran דביגטראן Dabiq דאבק Dabke דבקה Dabney Coleman דבני קולמן Dabru Emet דברו אמת Dabulamanzi kaMpande דבולמנזי קמפנדה Dabur-class patrol boat דבור Daburiyya דבורייה Daceyville דייסיוויל Dacha דאצ'ה Dachau דכאו Dachau concentration camp מחנה הריכוז דכאו Dachau concentration camp קטגוריה:דכאו Dachau liberation reprisals נקמת שחרור דכאו Dachau trials משפטי דכאו Dachi of Iberia מלך איבריה דאצ'י Dachshund תחש Dacia דאקיה Dacia קטגוריה:דאקיה Dacia 1300 דלתא Dacia Literară דאצ'יה ספרותית Dacian Cioloș דאצ'יאן צ'ולוש Dacian Fortresses of the Orăștie Mountains המצודות הדאקיות של הרי אורשטיה Dacian kings קטגוריה:שליטי דאקיה Dacian language דאקית Dacite דקיט Dactylic hexameter הקסמטר דקטילי Dactyloidae אנוליסיים Dactylorhiza romana אצבענית רומאית Dactyly דקטיליה Dada דאדא Dada קטגוריה:דאדא Dada Life דאדה לייף Daddy Daddy Daddy Cool Daddy Cool Daddy Wait for Me חכה לי אבא Daddy Yankee דדי יאנקי Daddy longlegs אבא ארך רגליים Daddy-Long-Legs אבא ארך רגליים Dade County מחוז דייד Dadnapped אבא בצרה Dadra and Nagar Haveli דאדרה ונאגר הבלי Daedalus דדלוס Daegu טגו Daejeon טג'אן Daemon Daemon Daemon Tools DAEMON Tools Daemorris User:Daemorris Daf דף Daf Yomi הדף היומי Daf-2 DAF-2 Daffy Duck דאפי דאק Daffy Duck's Fantastic Island דאפי דאק באי הקסום Daffy Duck's Quackbusters דאפי דאק ומכסחי הברווזים Daflores/Sandbox חוסן נפשי Dafna דפנה Dafna Dekel דפנה דקל Dafna Lemish דפנה למיש Dafne דפנה Dafne Schippers דפנה סחיפרס Dafni דפני Dafoe דפו Daft Punk דאפט פאנק Daft Punk קטגוריה:דאפט פאנק Daft Punk - Discovery.jpg תמונה:Daft punk discovery front.jpg Dafydd ap Gruffydd דוויד' אפ גריפיד' Dag Hammarskjöld דאג המרשלד Dagan דגן Dagan Yivzori דגן יבזורי Dagen H יום ה-H Dagens Nyheter דגנס ניהטר Dagesh דגש קל Dagestan דאגסטן Dagestan קטגוריה:דאגסטן Dagger דאגר Dagger פגיון Dagger צלבון Daggers קטגוריה:פגיונות Dagmar of Denmark נסיכת דנמרק דאגמאר Dagny Mellgren דאגני מלגרן Dagobert III דאגובר השלישי Dagobert of Pisa דגובר מפיזה Dagon דגון Dagor Aglareb דאגור אגלארב Dagor Bragollach דאגור בראגולאך Dagor-nuin-Giliath דאגור-נואין-גיליאת Daguerreotype דאגרוטיפ Dahab דהב Dahan דהאן Dahaniya דהנייה Dahieh רובע הדאחייה Dahlak Archipelago איי דחלק Dahlem דאהלם Dahlia דליה Dahlia Ravikovitch דליה רביקוביץ Dahmash דהמש Dahme דאמה Dahn Ben-Amotz דן בן אמוץ Dahomey דהומיי Dahshur דחשור Dahu שרגול Dai דאי Dai County דאי Dai Greene דיי גרין Daifugō פרזידנט Daigo Fukuryū Maru דאיגו פוקוריו מארו Daihatsu דייהטסו Daily Express דיילי אקספרס Daily Mail דיילי מייל Daily Mirror דיילי מירור Daimler AG דיימלר AG Daimler Armoured Car שריונית דיימלר Daimler Dingo שריונית דיימלר דינגו Daimyo דאימיו Daimyo קטגוריה:דאימיו Daiquiri דאקירי Daireaux דרו Dairy מחלבה Dairy קטגוריה:תעשיית החלב Dairy Queen דיירי קווין Dairy Queen logo.svg תמונה:200px-Dairy Queen logo.svg.png Dairy cattle בקר לחלב Dairy farming קטגוריה:משק חלב Dairy product מוצרי חלב Dairy products קטגוריה:מוצרי חלב Dairy products companies קטגוריה:יצרני מוצרי חלב Daisy תשדיר החרצית Daisy Duck דייזי דאק Daisy Johnson קווייק Daisy Ridley דייזי רידלי Daisy and Violet Hilton ויולט ודייזי הילטון Dak/aids איידס Dakahlia Governorate א-דקהלייה Dakar דקר Dakar קטגוריה:דקר Dakar Rally ראלי דקר Daken דאקן Dakhla Oasis נווה המדבר דאח'לה Daklon דקלון Dakota דקוטה Dakota Blue Richards דקוטה בלו ריצ'רדס Dakota Fanning דקוטה פנינג Dakota Johnson דקוטה ג'ונסון Dakotaraptor דקוטרפטור Daksha דאקשה Dal דאל Dal דל Dal Lake אגם דאל Dal Pescatore דל פסקטורה Dalai Lama דלאי לאמה Dalai Lamas קטגוריה:דלאי לאמה Dalal Mughrabi דלאל מוגרבי Dalarna דלרנה Dalarna County דלרנה Dalbergia sissoo סיסם הודי Dalcroze Eurhythmics ריתמיקה Dale Carnegie דייל קרנגי Dale Chihuly דייל צ'יהולי Dale Davis דייל דייוויס Dale Dye דייל דיי Dale Ellis דייל אליס Dale Spender דייל ספנדר Dalek דאלקים Dalene Matthee דלין מתיה Dalet ד Daley Blind דיילי בלינד Daley Thompson דיילי תומפסון Dali דאלי Dalia דליה Dalia Dorner דליה דורנר Dalia Friedland דליה פרידלנד Dalia Grybauskaitė דליה גריבאוסקאיטה Dalia Hertz דליה הרץ Dalia Itzik דליה איציק Dalia Levin דליה לוין Dalia Power Station תחנת הכוח דליה Dalia Rabin-Pelossof דליה רבין-פילוסוף Daliah Lavi דליה לביא Dalian דאליין Dalian PX protest מחאת ה-PX בדאליין Dalibor Stevanović דאליבור סטבנוביץ' Dalida דלידה Dalio5.jpg קובץ:Marcel Dalio.jpg Dalit דלית Dalit Lahav-Durst דלית להב-דורסט Dalit Stauber דלית שטאובר Daliyat al-Karmel דאלית אל-כרמל Dall sheep כבש דאלי Dall's porpoise פוקנת דאל Dallas דאלאס Dallas קטגוריה:דאלאס Dallas Buyers Club מועדון הלקוחות של דאלאס Dallas Cowboys דאלאס קאובויס Dallas Mavericks דאלאס מאבריקס Dallas Mavericks head coaches קטגוריה:מאמני דאלאס מאבריקס Dallas Mavericks players קטגוריה:כדורסלני דאלאס מאבריקס Dallas Roberts דאלאס רוברטס Dallas Stars דאלאס סטארס Dallas Symphony Orchestra התזמורת הסימפונית של דאלאס Dallas/Fort Worth International Airport נמל התעופה הבינלאומי דאלאס פורט וורת' Dallon Weekes דלון וויקס Dalmatia דלמטיה Dalmatian דלמטי Dalmatian language דלמטית Dalmatian pelican שקנאי מסולסל Daloa דאלואה Dalton דלטון Dalton Highway דלטון הייווי Dalton Trumbo דלטון טרמבו Dalton Winery יקב דלתון Dalton's law מודל דלטון Dam סכר Dam Square דה דאם Dama דמה Dama gazelle צבי יחמורי Damachava דומצ'ב Damage to major ships at the Battle of Jutland קרב יוטלנד: סטטיסטיקה של הקרב וסיכום אבדות Damages Damages Damages פיצויים Damaliscus דאמאליסק Damallsvenskan ליגת העל השוודית Daman and Diu דאמאן ודיו Damanhur דמנהור Damara people דמארה Damaraland mole-rat חולד דמאראלנד Damari דמארי Damaris Cudworth Masham דמאריס מאשם Damascus דמשק Damascus קטגוריה:דמשק Damascus Document ספר ברית דמשק Damascus Gate שער שכם Damascus International Airport נמל התעופה הבינלאומי של דמשק Damascus Protocol פרוטוקול דמשק Damascus University אוניברסיטת דמשק Damascus University קטגוריה:דמשק: אוניברסיטאות ומכללות Damascus affair עלילת דמשק Damascus steel פלדת דמשק Damaskinos of Athens הארכיבישוף דמסקינוס Damasonium דמסון כוכבני Dambisa Moyo דמביסה מויו Dambulla cave temple מקדש הזהב בדמבולה Damdin Sükhbaatar דמדין סוחבאאטאר Dame Edna Everage דיים עדנה Dame N'Doye דמה אנדויה Dames Commander of the Order of the British Empire קטגוריה:גבירות מפקדות במסדר האימפריה הבריטית Dames Grand Cross of the Order of the British Empire קטגוריה:גבירות הצלב הגדול של מסדר האימפריה הבריטית Dami Im דאמי אים Damia Bridge גשר אדם Damian Lewis דמיאן לואיס Damian Lillard דמיאן לילארד Damian Marley דמיאן מארלי Damian Reca דמיאן רקה Damian Wayne דמיאן ויין Damien Chazelle דמיאן שאזל Damien Duff דמיאן דאף Damien Hirst דמיאן הירסט Damien Rice דמיאן רייס Damien Sandow דמיאן סנדאו Damien Wilkins דמיאן וילקינס Damietta דמיאט Damin דמינית Damiq-ilishu דמיק-אילישו Damián Escudero דמיאן אסקודרו Damián Szifron דמיאן סיפרון Dammam דמאם Dammartin-en-Goële דמרטן-אן-גואל Damnatio memoriae Damnatio memoriae Damnation cover.jpg קובץ:OpethDman.jpg Damocles חרב דמוקלס Damon Albarn דיימון אלברן Damon Bossino דיימון בוסינו Damon Hill דיימון היל Damon Knight דיימון נייט Damon Lindelof דיימון לינדלוף Damon Runyon דיימון ראניון Damon Stoudamire דיימון סטודמאייר Damona דאמונה Damot ממלכת דמות Damouns User:Damouns Damour דאמור Damour massacre טבח דאמור Dampier Strait מצר דמפייר Damping ריסון Damrak דאמראק Dams קטגוריה:סכרים Dams in the United States קטגוריה:ארצות הברית: סכרים Damselfish אלמוגית Damselfly שפריריות Damyan Velchev דמיאן ולצ'ב Damzow משתמש:Damzow Dan דן Dan תל דן Dan Academic Center מרכז אקדמי דן Dan Allon דן אלון Dan Almagor דן אלמגור Dan Alterman דן אלתרמן Dan Ariely דן אריאלי Dan Ashbel דן אשבל Dan Aykroyd דן אקרויד Dan BaDarom דן בדרום Dan Bahat דן בהט Dan Balan דן בלן Dan Bar-On דן בר-און Dan Bavly דן בבלי Dan Ben-Amos דן בן-עמוס Dan Bilzerian דן בילזריין Dan Biton דן ביטון Dan Boneh דן בונה Dan Brown דן בראון Dan Brown תבנית:דן בראון Dan Burros דניאל בורוס Dan Bus Company דן חברה לתחבורה ציבורית Dan Caspi דן כספי Dan Castellaneta דן קסטלנטה Dan Chamizer דן חמיצר Dan Choi דן צ'וי Dan David דן דוד Dan David Prize פרס דן דוד Dan Einbinder דן איינבינדר Dan Ettinger דן אטינגר Dan Flavin דן פלווין Dan Fogelberg דן פוגלברג Dan Fogler דן פוגלר Dan Gadzuric דן גדזוריץ' Dan Gertler דן גרטלר Dan Gillerman דן גילרמן Dan Goldstein דני גולדשטיין Dan Gottfried דני גוטפריד Dan Grunfeld דן גרונפלד Dan Halutz דני חלוץ Dan Harel דן הראל Dan Harrington דן הרינגטון Dan Hedaya דן הדייה Dan Hotels מלונות דן Dan II of Wallachia שליט ולאכיה דן השני Dan Inosanto דן אינוסנטו Dan Lewis דן לואיס Dan Majerle דן מארלי Dan Margalit דן מרגלית Dan Marino דן מרינו Dan Meridor דן מרידור Dan Meyerstein דן מאירשטיין Dan Miron דן מירון Dan Mori דן מורי Dan Naveh דני נוה Dan O'Brien דן או'בריאן Dan O'Herlihy דן או'הרליהי Dan Pagis דן פגיס Dan Pelleg משתמש:Dan Pelleg Dan Pelleg/Inline element משתמש:Dan Pelleg/ארגז חול/inline Dan Pelleg/Sandbox משתמש:Dan Pelleg/ארגז חול Dan Petrescu דן פטרסקו Dan Povenmire דן פוונמיר Dan Quayle דן קווייל Dan Rather דן ראד'ר Dan Reisinger דן ריזינגר Dan Reynolds דן ריינולדס Dan River נחל דן Dan Roman דן רומן Dan Savage דן סאבאג' Dan Schneider דן שניידר Dan Segal דניאל סגל Dan Senor דן סינור Dan Shechtman דן שכטמן Dan Shilon דן שילון Dan Shomron דן שומרון Dan Smith דן סמית' Dan Spătaru דן ספטרו Dan Stevens דן סטיבנס Dan Sullivan דן סאליבן Dan Tichon דן תיכון Dan Tolkowsky דן טולקובסקי Dan Tsalka דן צלקה Dan Veatch דן ויטץ' Dan Vs. דן נגד העולם Dan Wolman דן וולמן Dan Zahavi דן זהבי Dan Zakheim דן זקהיים Dana דיינה Dana Andrews דיינה אנדרוז Dana Bash דנה באש Dana Berger דנה ברגר Dana Carvey דיינה קארווי Dana Delany דנה דלייני Dana International דנה אינטרנשיונל Dana Ivgy דאנה איבגי Dana Olmert דנה אולמרט Dana Plato דיינה פלטו Dana Reeve דיינה ריב Dana Ron דנה רון Dana Rosemary Scallon דנה רוזמרי סקאלון Dana Vollmer דנה ולמר Dana Zátopková דנה זטופקובה Danai Gurira דנאי גורירה Danalite דיינאליט Danaman5/Workshop/Chinese philosophy פילוסופיה סינית Danay García דני גרסיה Dance הריקוד Dance קטגוריה:מחול Dance ריקוד Dance Dance Revolution Dance Dance Revolution Dance Moms רקדניות קטנות Dance companies קטגוריה:הרכבי מחול Dance in Israel קטגוריה:מחול בישראל Dance in the Dark Dance in the Dark Dance music דאנס Dance of Death Dance of Death Dance of the Hours מחול השעות Dance of the Rainbow Serpent Dance of the Rainbow Serpent Dance pad שטיח ריקוד Dance stubs קטגוריה:קצרמר מחול Dance therapy טיפול בתנועה Dance-pop דאנס-פופ Dance-pop songs קטגוריה:שירי דאנס-פופ Dancehall דאנסהול Dancemucke/Userboxes/Opera12 תבנית:משתמש אופרה Dancers קטגוריה:רקדנים Dancers by nationality קטגוריה:רקדנים לפי מדינה Dances קטגוריה:יצירות מחול Dances of Georgia קטגוריה:ריקודים גאורגיים Dances with Wolves רוקד עם זאבים Dancing House הבית הרוקד Dancing Plague of 1518 מגפת הריקודים Dancing Queen Dancing Queen Dancing at Lughnasa רוקדים בלונאסה Dancing with the Stars participants קטגוריה:מתחרי רוקדים עם כוכבים Dandruff קשקשת Dandy דנדיזם Dane Axe גרזן דני Dane Cook דיין קוק Dane DeHaan דיין דיהן Danel אגדת אקהת Danell Leyva דאנל לייבה Danes דנים Danga משתמש:Danga Danger Close Games DICE Los Angeles Danger Mouse דיינג'ר מאוס Dangerous Dangerous Dangerous Dave Dangerous Dave Dangerous Liaisons יחסים מסוכנים Dangerous Minds סיכון מחושב Dangerous Woman Dangerous Woman Dangerous goods חומרים מסוכנים Dangerously in Love Dangerously in Love Dangling Man על בלימה Dango דנגו Dangriga דנגריגה Dani Alves דניאל אלבס Dani Bondar דני בונדר Dani Carvajal דניאל קרבחאל Dani Dayan דני דיין Dani Díez דניאל דיאס Dani Filth דני פילת' Dani Güiza דניאל גוויסה Dani Karavan דני קרוון Dani Koren דני קורן Dani Menkin דני מנקין Dani Pedrosa דני פדרוסה Dani Romera דני רומרה Dani Shmulevich-Rom דני רום Dani Sordo דני סורדו Dania Ramirez דניה רמירז Danica Patrick דניקה פטריק Daniel דניאל Daniel 2 חלום נבוכדנצר Daniel Adair דניאל אדייר Daniel Adam z Veleslavína דניאל אדם מוולסלאבין Daniel Agger דניאל אגר Daniel Amartey דניאל אמרטי Daniel Amit דניאל עמית Daniel Aranzubia דניאל אראנזוביה Daniel Auber דניאל אובר Daniel Auster דניאל אוסטר Daniel Auteuil דניאל אוטיי Daniel Ayala Pérez דניאל איילה פרס Daniel Baharier דניאל בהריר Daniel Bar-Tal דניאל בר-טל Daniel Barenboim דניאל בארנבוים Daniel Baránek משתמש:Daniel Baranek Daniel Bell דניאל בל Daniel Ben-Simon דניאל בן סימון Daniel Benlulu דניאל בנלולו Daniel Bensaïd דניאל בן סעיד Daniel Bernoulli דניאל ברנולי Daniel Bertoni דניאל ברטוני Daniel Bomberg דניאל בומברג Daniel Boone דניאל בון Daniel Boorstin דניאל ג'. בורסטין Daniel Borimirov דניאל בורימירוב Daniel Boulud דניאל בולו Daniel Boyarin דניאל בויארין Daniel Brailovsky דניאל בריילובסקי Daniel Bryan דניאל בריאן Daniel Brühl דניאל בריהל Daniel Bukantz דניאל בוקנץ Daniel Burnham דניאל ברנהם Daniel Caligiuri דניאל קליגיורי Daniel Cambronero דניאל קמברונרו Daniel Chwolson דניאל חבולסון Daniel Cohn-Bendit דניאל כהן-בנדיט Daniel Colman דניאל קולמן Daniel Craig דניאל קרייג Daniel Dae Kim דניאל דיי קים Daniel Dagan דניאל דגן Daniel Davari דניאל דבארי Daniel Day-Lewis דניאל דיי לואיס Daniel De Leon דניאל דה ליאון Daniel Defoe דניאל דפו Daniel Dennett דניאל דנט Daniel Deronda דניאל דרונדה Daniel Dias דניאל דיאס Daniel Diaz דניאל דיאס Daniel Didavi דניאל דידאבי Daniel Diges דניאל דיחס Daniel Dimov דניאל דימוב Daniel Doron דניאל דורון Daniel Díaz דניאל דיאס Daniel Ellsberg דניאל אלסברג Daniel Elyakim דניאל אליקים Daniel Fonseca דניאל פונסקה Daniel Frank דניאל פרנק Daniel François Malan דניאל פרנסואה מאלאן Daniel Friedmann דניאל פרידמן Daniel Frohman דניאל פרוהמן Daniel Gabriel Fahrenheit דניאל פרנהייט Daniel Georgievski דניאל גאורגייבסקי Daniel Gibson דניאל גיבסון Daniel Gildenlöw דניאל גילדנלאו Daniel Goldhagen דניאל גולדהגן Daniel Goldin דניאל גולדין Daniel Goleman דניאל גולמן Daniel Gordon דניאל גורדון Daniel Gortler דניאל גורטלר Daniel Greenberg דניאל גרינברג Daniel Guilet דניאל גילה Daniel Haber דניאל הבר Daniel Halfar דניאל הלפר Daniel Handler דניאל הנדלר Daniel Hannan דניאל האנן Daniel Harding דניאל הארדינג Daniel Harrwitz דניאל הארוויץ Daniel Hechter דניאל השטר Daniel Hershkowitz דניאל הרשקוביץ Daniel Hillel דניאל הלל Daniel Inouye דניאל אינווי Daniel Interchange מחלף דניאל Daniel Itzig דניאל איציג Daniel Ivin דניאל איבין Daniel Jammer דניאל יאמר Daniel Jarque דניאל חארקה Daniel Johnston דניאל ג'ונסטון Daniel Kahneman דניאל כהנמן Daniel Kan דניאל קאן Daniel Keyes דניאל קיז Daniel Kowalski דניאל קובלסקי Daniel Kurtzer דן קרצר Daniel Lewin דניאל לוין Daniel Libeskind דניאל ליבסקינד Daniel Libeskind buildings קטגוריה:דניאל ליבסקינד Daniel Lifshitz דניאל ליפשיץ Daniel Machover דניאל מחובר Daniel Massey דניאל מאסי Daniel Mays דניאל מייס Daniel Mazia דניאל מאזיה Daniel McFadden דניאל מקפאדן Daniel Mendelsohn דניאל מנדלסון Daniel Mendoza דניאל מנדוסה Daniel Merriweather דניאל מריוות'ר Daniel Mesguich דניאל מזגיש Daniel Mitov דניאל מיטוב Daniel Montenegro דניאל מונטנגרו Daniel Myrick דניאל מייריק Daniel Nathans דניאל נתנס Daniel Negreanu דניאל נגראנו Daniel O'Connell דניאל או'קונל Daniel Oren דניאל אורן Daniel Ortega דניאל אורטגה Daniel Parejo דניאל פארחו Daniel Passarella דניאל פסארלה Daniel Patrick Moynihan דניאל פטריק מויניהאן Daniel Paul Schreber דניאל פאול שרבר Daniel Pe'er דניאל פאר Daniel Pearl דניאל פרל Daniel Pennac דניאל פנק Daniel Pipes דניאל פייפס Daniel Pollen דניאל פולן Daniel Quinn דניאל קווין Daniel Radcliffe דניאל רדקליף Daniel Rogov דניאל רוגוב Daniel Rosolio דניאל רוזוליו Daniel Rothschild דני רוטשילד Daniel Salomon דניאל סלומון Daniel Samohin דניאל סמוכין Daniel Sanders דניאל סנדרס Daniel Santiago דניאל סנטיאגו Daniel Schueftan דן שיפטן Daniel Seaman דניאל סימן Daniel Shapiro דן שפירו Daniel Silva דניאל סילבה Daniel Simandoev~enwiki משתמש:דניאל סימנדוייב Daniel Sivan דניאל סיון Daniel Sperber דניאל שפרבר Daniel Stern דניאל סטרן Daniel Sturridge דניאל סטארידג' Daniel Swarovski דניאל סברובסקי Daniel Syrkin דני סירקין Daniel Tammet דניאל טאמט Daniel Taub דניאל טאוב Daniel Tompkins דניאל תומפקינס Daniel Travanti דניאל ג'יי. טראוואנטי Daniel Van Buyten דניאל ואן בויטן Daniel Varoujan דניאל ורוז'אן Daniel Wachsmann דניאל וקסמן Daniel Webster דניאל ובסטר Daniel Zajfman דניאל זייפמן Daniel Zamir דניאל זמיר Daniel Zion דניאל ציון Daniel al-Kumisi דניאל בן משה אלקומיסי Daniel arap Moi דניאל אראפ מוי Daniel bg משתמש:דָּנִיֵּאל Daniel da Mota דניאל דה מוטה Daniel il משתמש:Daniel1 Daniel in the lions' den דניאל בגוב האריות Daniel the Traveller ההגמון דניאל Daniel-Yitzhak Levy דניאל יצחק לוי Daniel.h.landau דניאל לנדאו DanielSchwake~enwiki משתמש:DanielSchwake DanielThompson100/sandbox ג'רמי לנגפורד Daniela Bianchi דניאלה ביאנקי Daniela Denby-Ashe דניאלה דנבי-אש Daniela Hantuchová דניאלה האנטוחובה Daniela Mercury דניאלה מרקורי Daniela Nardini דניאלה נרדיני Daniela Ruah דניאלה רוח Daniela Silivaș דניאלה סיליבאש Daniela Yaniv-Richter דניאלה יניב-ריכטר Daniele Bonera דניאלה בונרה Daniele De Rossi דניאלה דה רוסי Daniele Mannini דניאלה מאניני Daniele Massaro דניאלה מסארו Danielkai/Hill Valley High מקפליי Daniell cell תא דניאל Daniella Kertesz דניאלה קרטס Daniella Mastricchio דניאלה מסטריצ'יו Daniella Monet דניאלה מונט Daniella Weiss דניאלה וייס Danielle Campbell דניאל קמפבל Danielle Darrieux דניאל דארייה Danielle Frenkel דניאל פרנקל Danielle Jadelyn דניאל ג'יידלין Danielle Montalbano דניאל מונטלבאנו Danielle Moonstar דניאל מונסטאר Danielle Steel דניאל סטיל Danielle Williams דניאל ויליאמס Danielrayowen איזיס טיילור Danielroberthawkins ניל יאנג Danielroseit/sandbox מובילאיי Daniels דניאלס Danielsavoiu/Sandbox1 תבנית:מדינה Danielsavoiu/United States תבנית:מדינה Danielzohar/test דיסוננט Daniil Kharms דניאיל חארמס Danijel Pranjić דניאל פראניץ' Danijel Subašić דניאל סובשיץ' Danilo דנילו לואיס דה סילבה Danilo Di Luca דנילו די-לוקה Danilo Gallinari דנילו גלינארי Danilo Kiš דנילו קיש Danilo Medina דנילו מדינה Danilo Petrucci דנילו פטרוצ'י Danilo Soares דנילו סוארס Danish Blue Cheese דנבלו Danish Defence כוחות ההגנה של דנמרק Danish Jews קטגוריה:יהודים דנים Danish National Symphony Orchestra התזמורת הסימפונית הלאומית של דנמרק Danish Nobel laureates קטגוריה:זוכי פרס נובל דנים Danish People's Party מפלגת העם הדנית Danish Righteous Among the Nations קטגוריה:דנים חסידי אומות העולם Danish Superliga ליגת העל הדנית Danish actors קטגוריה:שחקני קולנוע וטלוויזיה דנים Danish architects קטגוריה:אדריכלים דנים Danish astronomers קטגוריה:אסטרונומים דנים Danish basketball players קטגוריה:כדורסלנים דנים Danish chemists קטגוריה:כימאים דנים Danish chess players קטגוריה:שחמטאים דנים Danish children's writers קטגוריה:סופרי ילדים ונוער דנים Danish colonial empire האימפריה הדנית Danish composers קטגוריה:מלחינים דנים Danish cuisine המטבח הדני Danish cuisine קטגוריה:המטבח הדני Danish culture קטגוריה:דנמרק: תרבות Danish designers קטגוריה:מעצבים דנים Danish directors קטגוריה:במאים דנים Danish dramatists and playwrights קטגוריה:מחזאים דנים Danish explorers קטגוריה:מגלי ארצות דנים Danish film directors קטגוריה:במאי קולנוע דנים Danish films קטגוריה:סרטים דניים Danish football managers קטגוריה:מאמני כדורגל דנים Danish footballers קטגוריה:כדורגלנים דנים Danish historians קטגוריה:היסטוריונים דנים Danish illustrators קטגוריה:מאיירים דנים Danish journalists קטגוריה:עיתונאים דנים Danish krone כתר דני Danish language דנית Danish literary critics קטגוריה:חוקרי ספרות דנים Danish literature קטגוריה:ספרות דנית Danish mathematicians קטגוריה:מתמטיקאים דנים Danish military personnel קטגוריה:אנשי צבא דנים Danish models קטגוריה:דוגמניות דניות Danish monarchs קטגוריה:מלכי דנמרק Danish music קטגוריה:מוזיקה דנית Danish musical groups קטגוריה:להקות דניות Danish musicians קטגוריה:מוזיקאים דנים Danish nobility קטגוריה:אצולה דנית Danish pastry דניש Danish people קטגוריה:דנים Danish people by occupation קטגוריה:דנים לפי מקצוע Danish people of World War II קטגוריה:דנים במלחמת העולם השנייה Danish philosophers קטגוריה:פילוסופים דנים Danish physicians קטגוריה:רופאים דנים Danish physicists קטגוריה:פיזיקאים דנים Danish poets קטגוריה:משוררים דנים Danish politicians קטגוריה:פוליטיקאים דנים Danish princesses קטגוריה:נסיכות דניות Danish rabbis קטגוריה:רבנים דנים Danish religious leaders קטגוריה:אנשי דת דנים Danish resistance movement המחתרת הדנית Danish scientists קטגוריה:מדענים דנים Danish society קטגוריה:דנמרק: דמוגרפיה Danish sportspeople קטגוריה:ספורטאים דנים Danish theatre directors קטגוריה:במאי תיאטרון דנים Danish women's footballers קטגוריה:כדורגלניות דניות Danish writers קטגוריה:סופרים דנים Daniyal דאניאל Danièle Thompson דניאל תומפסון Daniël de Ridder דניאל דה רידר Dankner דנקנר Danna Paola דנה פאולה Dannel Malloy דן מלוי Danni Bassan דני בסן Dannii Minogue דני מינוג Danny דני מיגל אלבס Danny משתמש:Danny Danny Aiello דני איילו Danny Ainge דני איינג' Danny Allsopp דניאל אלסופ Danny Amos דני עמוס Danny Antonucci דני אנטונוצ'י Danny Atar דני עטר Danny Ayalon דני אילון Danny Blind דני בלינד Danny Boyle דני בויל Danny Boyle תבנית:סרטי דני בויל Danny Brom דני ברום Danny Carey דני קארי Danny Clapton דני קלפטון Danny Cohen דני כהן Danny Danon דני דנון Danny DeVito דני דה ויטו Danny Dolev דני דולב Danny Drinkwater דני דרינקווטר Danny Efroni דני עפרוני Danny Elfman דני אלפמן Danny Fiszman דני פישמן Danny Franco דני פרנקו Danny Glover דני גלובר Danny Granger דני גריינג'ר Danny Green דני גרין Danny Harris דני הריס Danny Higginbotham דאני היגינבות'אם Danny Huston דני יוסטון Danny Ings דני אינגס Danny Jones דני ג'ונס Danny Kaye דני קיי Danny Krasnov דני קרסנוב Danny Latza דני לצה Danny Manning דני מאנינג Danny Maseng דני מסנג Danny Masterson דני מסטרסון Danny Matt דני מט Danny Neuman דני נוימן Danny Nir'on דני ניראון Danny Nucci דני נוסי Danny O'Donoghue דני או'דונוהיו Danny Phantom דני פנטום Danny Pintauro דני פינטאורו Danny Preda דני פרדה Danny Robas דני רובס Danny Rubinstein דני רובינשטיין Danny Sanderson דני סנדרסון Danny Trejo דני טרחו Danny Way דני ויי Danny Welbeck דני ולבק Danny Yatom דני יתום Danny lost משתמש:אסור לויתן Danny-w משתמש:Danny-w Dano Halsall דאנו הלסל Danone דנונה Danse Macabre ריקוד המוות Dansk Boldspil-Union logo.svg תמונה:Danish football crest.gif Dante דאנטה Dante Alighieri דנטה אליגיירי Dante Alighieri Society אגודת דנטה אליגיירי Dante Spinotti דנטה ספינוטי Danton דנטון Danube דנובה Danube קטגוריה:דנובה Danube Delta הדלתה של הדנובה Danube school אסכולת הדנובה Danube-Auen National Park הפארק הלאומי דונאו-אוון Danube–Black Sea Canal תעלת דנובה-הים השחור Danube–Bucharest Canal תעלת דנובה-בוקרשט Danubian Principalities נסיכויות הדנובה Danubio F.C. דאנוביו Danubio F.C. players קטגוריה:כדורגלני דאנוביו Danuta Lato דנוטה לאטו Dany Brillant דני בריאן Dany Chamoun דני שמעון Danyang–Kunshan Grand Bridge הגשר הגדול דניאנג-קונשאן Danyon Loader דניון לואדר Danziger דנציגר Danzka וודקה#מותגי וודקה נודעים Daoud Kuttab דאוד כותאב Dapagliflozin דאפאגליפלוזין Daphne דפנה Daphne Barak-Erez דפנה ברק-ארז Daphne Koller דפנה קולר Daphne Zuniga דפני זוניגה Daphne du Maurier דפנה דה מוריאה Daphni Leef דפני ליף Daphni Monastery מנזר דפני Daphnia דפניה Daphnis דפניס Daphnis nerii רפרף ההרדוף Dappermarkt שוק דפר Dappy דאפי Dapsone דפסון Dar es Salaam דאר א-סלאם Dara Torres דארה טורס Daraa דרעא Daraa Governorate דרעא Darabani דאראבאן Daraselia דרסליה Darbepoetin alfa דרבופואטין אלפא Darboux's theorem משפט דארבו Darby Stanchfield דרבי סטנצ'פילד Darcy friction factor formulae משוואת קולברוק Darcy's law חוק דרסי Darcy–Weisbach equation משוואת דרסי ויסבך Dardan shatri/Lisi Binarë עץ בינארי Dardanelles דרדנלים Dardania דרדניה Dardenne brothers האחים דארדן Daredevil דרדוויל Daredevil קטגוריה:דרדוויל Daredevil poster.JPG קובץ:Darevil2003film.jpg Darev משתמש:Darev Darfur דארפור Dargwa people דרגינים Dari language דארי Daria דריה Daria Werbowy דריה ורבובי Darial Gorge מעבר דריאל Darien scheme תוכנית דריין Darier's disease מחלת דרייר Darijo Srna דאריו סרנה Dario Argento דאריו ארג'נטו Dario Castello דריו קסטלו Dario Fo דאריו פו Dario Knežević דריו קנזביץ' Dario Lezcano דריו לסקאנו Dario Vidošić דריו וידושיץ' Dario Šarić דריו סאריץ' Dario Šimić דאריו שימיץ' Darius דריווש Darius I דריווש הראשון Darius II דריווש השני Darius III דריווש השלישי Darius Milhaud דריוס מיו Darius the Great's Suez Inscriptions כתובות דריווש הראשון בסואץ Dariusz Wosz דריוש ווש Darién National Park הפארק הלאומי דריין Darjeeling דרג'ילינג Darjeeling Himalayan Railway מסילת דרג'ילינג ההימלאית Darjuš Lavrinovič דריוש לברינוביץ' Dark דארק Dark Angel מלאך שחור Dark Avengers האוונג'רס האפלים Dark Beast דארק ביסט Dark City עיר אפלה Dark Colony Dark Colony Dark Funeral דארק פיונרל Dark Habits הרגלים מגונים Dark Horse Dark Horse Dark Horse Comics דארק הורס קומיקס Dark Island דארק Dark Knight.jpg קובץ:Dark Knight.jpg Dark Moor Dark Moor Dark Oracle נביא החושך Dark Reign שלטון אפל Dark Shadows צללים אפלים Dark Side of the Moon Tour Dark Side of the Moon Tour Dark Tranquillity Dark Tranquillity Dark Victory ניצחון אפל Dark Water מים אפלים Dark World עולם אפל Dark X-Men אקס-מן האפלים Dark chanting goshawk נץ אפור כהה Dark chocolate שוקולד מריר Dark culture תרבות הדארק Dark elves in fiction אלף אפל Dark energy אנרגיה אפלה Dark fantasy פנטזיה אפלה Dark field microscopy מיקרוסקופיית שדה אפל Dark horse סוס שחור Dark matter חומר אפל Dark matter halo הילת חומר אפל Dark nebula ערפילית בליעה Dark nebulae קטגוריה:ערפיליות בליעה Dark retreat מדיטציית חושך Dark ride מתקן אפל Dark room חדר חושך Dark side of the Moon הצד האפל של הירח Dark state לכידות אוכלוסייה קוהרנטית Darkhan דרחאן Darkhan-Uul Province דרחאן-אול Darkicebot משתמש:Darkicebot Darkknight cd.jpg קובץ:Darkknight cd.jpg Darkly Dreaming Dexter דקסטר חולם חלומות אפלים Darkness חושך Darkness at Noon אפלה בצהריים Darknet דארקנט Darko Miličić דארקו מיליצ'יץ' Darko Pančev דרקו פאנצ'ב Darko Planinić דארקו פלאניניץ' Darko Tasevski דארקו טאסבסקי Darkoneko משתמש:Darkoneko Darkroom חדר חושך Darkseid דארקסיד Darksiders II Darksiders II Darkslime/Tokyo טוקיו Darksword עלילות חרב האופל Darkthrone Darkthrone Darl Douglas דארל דוגלאס Darlene Conley דרלין קונלי Darley Abbey דארלי אבי Darling דרלינג Darling Lili דרלינג לילי Darling River דרלינג Darlington transistor צמד דרלינגטון Darlingtonia californica דרלינגטוניה Darmon דרמון Darmstadt דרמשטאט Darmstadt School אסכולת דרמשטדט Darmstadtium דרמשטטיום Darmstädter Ferienkurse סמינר הקיץ למוזיקה חדשה בדרמשטדט Darney דארני Daron Acemoğlu דרון אג'מולו Daron Malakian דארון מאלכיאן Darrell Green דארל גרין Darren Anderton דארן אנדרטון Darren Aronofsky דארן ארונופסקי Darren Aronofsky תבנית:דארן ארונופסקי Darren Bent דארן בנט Darren Boyd דארן בויד Darren Collison דארן קוליסון Darren Criss דארן כריס Darren Fletcher דארן פלטשר Darren Hayes דארן הייז Darren Star דארן סטאר Darron Gibson דארון גיבסון Darryl Monroe דריל מונרו Darryl Stingley דארל סטינגלי Darryl Zanuck דריל זאנוק Darsūniškis דרשונישוק Dart Dart Darter נחשוניים Darth Maul דארת' מול Darth NormaN/New CSS Article גיליונות סגנון מדורגים Darth Vader דארת' ויידר Darth Vader.jpg תמונה:DVader.jpg Dartmouth College דארטמות' קולג' Dartmouth College faculty קטגוריה:סגל דארטמות' קולג' Darts הטלת חצים Daruvar דארובאר Darwin דרווין Darwin Awards פרס דרווין Darwin Medal מדליית דרווין Darwin glass זכוכית דרווין Darwin's finches פרושי דרווין Darwin's fox שועל דרווין Darwin's rhea ננדו הפונה Darwish דרוויש Darya Domracheva דריה דומרצ'בה Darya Klishina דריה קלישינה Daryag/sandbox דלפק היעץ של הספריה הלאומית Daryl Bem דריל בם Daryl Gregory דריל גרגורי Daryl Hannah דריל האנה Daryl Janmaat דריל יאנמאט Darío Cvitanich דאריו סביטאניץ' Darío Fernández דריו פרננדס Darío Grandinetti דריו גרנדינטי Darío Moreno דריו מורנו Darío Rodríguez דריו רודריגס Darśana דארשן Das Boot הצוללת Das Erste Das Erste Das Judenthum in der Musik היהדות במוזיקה Das Liebesverbot איסור האהבה Das Lied von der Erde השיר על הארץ Das Rheingold זהב הריין Dash קו מפריד Dash Mihok דאש מיהוק Dashboard לוח מחוונים Dashi דאשי Dashiell Hammett דשיל האמט Dasickis/sandbox הנפקה Daspletosaurus דספלטוזאורוס Dassault Aviation דאסו תעופה Dassault Mirage מיראז' Dassault Mirage 2000 מיראז' 2000 Dassault Mirage 4000 מיראז' 4000 Dassault Mirage 5 מיראז' 5 Dassault Mirage F1 מיראז' F1 Dassault Mirage III מיראז' 3 Dassault Mystère דאסו מיסטר Dassault Ouragan דאסו אוראגן Dassault Rafale ראפאל Dassault Super Mystère דאסו סופר מיסטר Dassault Systèmes דאסו סיסטמס Dassault-Breguet Super Étendard דאסו ברגואה סופר אטנדר Dassie rat חולדה שפנית Dassler דסלר Dasypeltis scabra נחש ביצים מצוי Dasyproctidae אגוטיים Dasypus טטויים Dasyuridae נמיות כיס Dasyuromorphia טורפי כיס Dasyuromorphs קטגוריה:טורפי כיס Data דאטה Data נתונים Data Encryption Standard Data Encryption Standard Data access object Data Access Object Data analysis ניתוח מידע Data archive מאגר מידע Data buffer חוצץ Data cleansing טיוב נתונים Data compression דחיסת נתונים Data compression קטגוריה:דחיסת נתונים Data compression software קטגוריה:תוכנות דחיסת נתונים Data deficient מינים ללא מספיק נתונים Data degradation ריקבון ביטים Data erasure מחיקה מלאה של נתונים Data flow diagram תרשים זרימת נתונים Data link layer שכבת הקו של מודל ה-OSI Data mart Data Mart Data mining כריית מידע Data mining קטגוריה:כריית מידע Data security בדיקות אבטחת תוכנה Data security קטגוריה:אבטחת מידע Data storage device אמצעי לאחסון נתונים Data structure מבנה נתונים Data structures קטגוריה:מבני נתונים Data type טיפוס נתונים Data warehouse מחסן נתונים Database בסיס נתונים Database index אינדקס Database management systems קטגוריה:מערכות לניהול בסיסי נתונים Database normalization נרמול בסיס נתונים Database reports/User preferences ויקיפדיה:נתונים סטטיסטיים/העדפות Database server שרת בסיס נתונים Database transaction תנועה Databases קטגוריה:בסיסי נתונים Datagram Congestion Control Protocol Datagram Congestion Control Protocol Date דייט Date Night דייט לילי Date honey סילאן Date palm תמר מצוי Date rape אונס בפגישה Date rape drug סם אונס Dating דייט Dating קטגוריה:היכרויות Dating in the Dark דייט בחשיכה Dating the Bible תארוך ספרי התנ"ך Datis דאטיס Datolite דטוליט Datura דטורה Datura inoxia דטורה נטוית-פרי Daubert standard הלכת דאוברט Daucus carota גזר הגינה Daud דאוד Daud Turki דאוד תורכי Daudi Cwa II of Buganda דאודי קוואה השני Daugava דווינה Daugavpils דאוגבפילס Daugavpils Ghetto גטו דאוגבפילס Daughter בת Daughters Daughters אבו אל בנאת Daughters of Bilitis בנותיה של ביליטיס Daughters of Jacob Bridge גשר בנות יעקב Daughters of Zelophehad בנות צלפחד Daughtry דוטרי Daughtry Band Cover Album.jpg תמונה:DAUGHTRY ALBUM ART.jpg Daum דאום Dauphin of France דופן Dauphin of France Louis דופן צרפת לואי Dauphiné דופינה Davao City דבאו סיטי Davar דבר Dave דייב Dave Barry דייב בארי Dave Bautista דייב בטיסטה Dave Benton דייב בנטון Dave Bing דייב בינג Dave Bowen דייב בואן Dave Brubeck דייב ברובק Dave Chappelle דייב שאפל Dave Cowens דייב קאונס Dave DeBusschere דייב דבושר Dave Dexter Jr. דייב דקסטר Dave Eggers דייב אגרס Dave Elman דייב אלמן Dave Franco דייב פרנקו Dave Gahan דייב גהאן Dave Goelz דייב גולז Dave Grohl דייב גרוהל Dave Haywood דייוויד הייווד Dave Holland דייב הולנד Dave Joerger דייוויד ייגר Dave Matthews Band דייב מת'יוס בנד Dave Murray דייב מארי Dave Mustaine דייב מאסטיין Dave Robicheaux דייב רובישו Dave Scott דייב סקוט Dave Weiner דייב ויינר Dave souza/Reception of the Origin מוצא המינים Dave3457/Sandbox/Temp2 גל מישורי DaveOinSF/Drafts סן פרנסיסקו Davicion Bally דוויצ'ון באלי David דוד David קטגוריה:דוד David Abercrombie דייוויד אברקרומבי David Abraham דוד אברהם David Abudirham דוד אבודרהם David Abulafia דייוויד אבולעפיה David Addy דייוויד אדי David Aganzo דויד אגנסו David Agmon דוד אגמון David Alaba דויד אלאבה David Albahari דוד אלבחרי David Albelda דויד אלבלדה David Almond דייוויד אלמונד David Alroy דוד אלרואי David Amsalem דוד אמסלם David Andersen דייוויד אנדרסן David Andrew Sinclair דייוויד סינקלייר David Appel דוד אפל David Applebaum דוד אפלבום David Archuleta דייוויד ארצ'ולטה David Arnold דייוויד ארנולד David Arquette דייוויד ארקט David Ascalon דוד אשקלון David Ashkenazi דוד אשכנזי David Ashworth דייוויד אשוורת' David Atherton דייוויד אתרטון David Attenborough דייוויד אטנבורו David Avidan דוד אבידן David Avraham Spector דוד אברהם ספקטור David Axelrod דייוויד אקסלרוד David Ayer דייוויד אייר David Azrieli דוד עזריאלי David Azulai דוד אזולאי David Baazov דוד באזוב David Baddiel דויד בדיאל David Baldacci דייוויד באלדאצ'י David Baltimore דייוויד בולטימור David Bamber דייוויד באמבר David Bankier דוד בנקיר David Bar-Illan דוד בר-אילן David Bar-Rav-Hai דוד בר-רב-האי David Bartov דוד ברטוב David Beckham דייוויד בקהאם David Ben Hassin דוד בן חסין David Ben-Besht דוד בן בעש"ט David Ben-Gurion דוד בן-גוריון David Benoit דייוויד בנואה David Bentley דייוויד בנטלי David Benvenisti דוד בנבנשתי David Bergelson דוד ברגלסון David Berkoff דייוויד ברקוף David Bezmozgis דוד בזמוזגיס David Bisbal דויד ביסבל David Bitan דוד ביטן David Blaine דייוויד בליין David Blatt דייוויד בלאט David Bloch-Blumenfeld דוד בלוך-בלומנפלד David Blu דייוויד בלו David Bohm דייוויד בוהם David Boreanaz דייוויד בוריאנז David Bouley דייוויד בולה David Bowie David Bowie David Bowie דייוויד בואי David Bowie קטגוריה:דייוויד בואי David Bowie תבנית:דייוויד בואי David Bowie albums קטגוריה:אלבומי דייוויד בואי David Bowie video albums קטגוריה:דיוויד בואי - הופעות ב-DVD David Bradley דייוויד בראדלי David Brewster דייוויד ברוסטר David Brin דייוויד ברין David Bronstein דוד ברונשטיין David Brower דייוויד ברואר David Brown דייוויד בראון David Broza דויד ברוזה David Bryan דייוויד בריאן David Cameron דייוויד קמרון David Caro דוד קארו David Carradine דייוויד קאראדין David Caruso דייוויד קרוזו David Cassel דוד קסל David Cazès דוד קאזס David Chalmers דייוויד צ'אלמרס David Chase דייוויד צ'ייס David Cicilline דייוויד סיסליני David Citadel Hotel מלון מצודת דוד David Cohen דוד כהן David Conforte דוד קונפורטי David Cook דייוויד קוק David Copperfield דייוויד קופרפילד David Coren דוד קורן David Court דייוויד קורט David Crane דייוויד קריין David Cronenberg דייוויד קרוננברג David Cross דייוויד קרוס David D'Or דוד ד'אור David Danino דוד דנינו David Danon דוד דנון David Danskin דייוויד דנסקין David Dean Shulman דוד שולמן David Dein דייוויד דין David Del Tredici דייוויד דל טרדיצ'י David Dodd דייוויד דוד David Dragunsky דוד דרגונסקי David Dubinsky דייוויד דובינסקי David Duchovny דייוויד דוכובני David Duke דייוויד דיוק David Eddings דייוויד אדינגס David Edelstadt דוד אדלשטט David Eder דוד אידר David Einhorn דוד איינהורן David Einhorn דייוויד איינהורן David Elazar דוד אלעזר David Eldridge דייוויד אלדריג' David Ellefson דייוויד אלפסון David Ellenson דוד אלינסון David Emanuel דייוויד עמנואל David Emmanuel דוד עמנואל David Faustino דייוויד פאוסטינו David Ferrer דויד פרר David Fincher דייוויד פינצ'ר David Fishelov דוד פישלוב David Fisher דוד פישר David Flusser דוד פלוסר David Foster Wallace דייוויד פוסטר וולאס David Franco Mendes דוד פרנקו-מנדס David Frankfurter דוד פרנקפורטר David Fridovich דייוויד פרידוביץ' David Friedländer דוד פרידלנדר David Friedman דוד פרידמן David Friedman דייוויד פרידמן David Friesenhausen דוד פריזנהויזן David Frost דייוויד פרוסט David Frum דייוויד פרום David Gans דוד גנז David Garrett דייוויד גארט David Garrick דייוויד גריק David Geffen דייוויד גפן David Gilmour דייוויד גילמור David Ginola דויד ז'ינולה David Giorgio Mendes Nassi דוד ג'ורג'יו מנדס David Giuntoli דייוויד ג'יאנטולי David Glass דוד גלס David Goffin דויד גופין David Goldfein דייוויד גולדפיין David Goldman דיוויד גולדמן David Golinkin דוד גולינקין David Golomb דוד גולומב David Gomez דייוויד גומז David Goresh דודו גורש David Goyer דייוויד גויר David Gray דייוויד גריי David Greenaway דייוויד גרינוויי David Greilsammer דוד גריילסאמר David Gross דייוויד גרוס David Grossman דויד גרוסמן David Gruby דוד גרובי David Guetta דייוויד גטה David Guetta תבנית:דייוויד גטה David Guetta songs קטגוריה:שירי דייוויד גטה David Gurfinkel דוד גורפינקל David Günzburg דוד גינצבורג David HaLevi Segal דוד הלוי סגל David Hacohen דוד הכהן David Haig דייוויד הייג David Halberstam דייוויד הלברשטם David Hare דייוויד הר David Harel דוד הראל David Harewood דייוויד היירווד David Hartman דוד הרטמן David Hasselhoff דייוויד הסלהוף David Hazony דוד חזוני David Heinrich Müller דוד צבי מילר David Heinz Gumbel דוד היינץ גומבל David Helfgott דייוויד הלפגוט David Hemmings דייוויד המינגס David Henrie דייוויד הנרי David Herd דייוויד הרד David Hewlett דייוויד היולט David Heyman דייוויד היימן David Hilbert דויד הילברט David Hillier דייוויד הילייר David Ho דייוויד הו David Hockney דייוויד הוקני David Hodges דייוויד הודג'ס David Hofstein דוד הופשטיין David Horowitz דוד הורוביץ David Horowitz דייוויד הורוביץ David Hubel דייוויד הובל David Hubert דוד הובר David Huffman דייוויד האפמן David Hume דייוויד יום David Hyde Pierce דייוויד הייד פירס David I דוד הראשון David I of Iberia דוד הראשון קורופלאטס David I of Kakheti מלך קאחתי דוד הראשון David I of Scotland מלך סקוטלנד דייוויד הראשון David II דוד השני David II of Scotland מלך סקוטלנד דייוויד השני David IV of Georgia דוד הבנאי David Irving דייוויד אירווינג David Ives דייוויד אייבס David Ivry דוד עברי David Jack דייוויד ג'ק David Jacobs דייוויד ג'ייקובס David James דייוויד ג'יימס David Jarolím דוד יארולים David Jason דייוויד ג'ייסון David Jelínek דויד יילינק David Johnston דייוויד ג'ונסטון David Justice דייוויד ג'סטיס David Karako דוד קרקו David Kato דייוויד קאטו David Kaufmann דוד קאופמן David Kazhdan דוד קשדן David Keith דייוויד קית' David Kelley דייוויד אי קלי David Kessler דוד קסלר David Keyes דייוויד קיז David Kimche דוד קמחי David Kimhi רד"ק David Kipiani דוד קיפיאני David Klein דוד קליין David Knight דייוויד נייט David Kohan דייוויד כהן David Kohn דוד כהנא David Kopay דייוויד קופיי David Korten דייוויד קורטן David Kracov דייוויד קרקוב David Krakauer דייוויד קרקאואר David Kretzmer דוד קרצמר David Kross דויד קרוס David Kroyanker דוד קרויאנקר David Krumholtz דייוויד קרומהולץ David LaChapelle דייוויד לה-שאפל David Landau דוד לנדאו David Landes דייוויד לנדס David Lane דייוויד ליין David Lange דייוויד לאני David Lau דוד לאו David Lavi דוד לביא David Lawrence Convention Center מרכז הכנסים דוד לורנס David Lean דייוויד לין David Lee דייוויד לי David Letterman דייוויד לטרמן David Levi-Faur דוד לוי-פאור David Levine דייוויד לוין David Levy דוד לוי David Levy דייוויד לוי David Levy Yulee דייוויד לוי יולי David Libai דוד ליבאי David Lichtstein דוד ליכטשטיין David Lifton דייוויד ליפטון David Limberský דוד לימברסקי David Live David Live David Livingstone דייוויד ליווינגסטון David Livschitz דוד ליבשיץ David Lloyd George דייוויד לויד ג'ורג' David Lodge דייוויד לודג' David Logan דייוויד לוגן David Lord דייוויד לורד David Low דייוויד לאו David Luiz דוד לואיז David Lynch דייוויד לינץ' David Macaulay דייוויד מקולי David Magen דוד מגן David Maimon דוד מימון David Mamet דייוויד מאמט David Manga דויד מנגה David Mark Berger דוד ברגר David Marshall דייוויד מרשל David Martin דייוויד מרטין David Martland/Sandbox2 ארגז חול David Martland/Sandbox3 ארגז חול David Martland/Sandbox4 ארגז חול David Martland/Sandbox5 ארגז חול David Mathew דייוויד מת'יו David Matthews דייוויד מתיוס David Meidan דוד מידן David Mena דוד מנע David Menashri דוד מנשרי David Messas דוד משאש David Mezach דודו מזח David Miliband דייוויד מיליבנד David Milman דוד מילמן David Milstein דוד מילשטיין David Mor דוד מור David Morrissey דייוויד מוריסי David Morse דייוויד מורס David Moyes דייוויד מויס David Mumford דייוויד ממפורד David Munrow דייוויד מונרו David Myrie דאב מיריה David Nahmad דייוויד נחמד David Nalbandian דוד נלבנדיאן David Neave דייוויד ניב David Neeleman דייוויד נילמן David Nieto דוד ניטו David Niven דייוויד ניבן David Norman דייוויד נורמן David North מאווריק David O'Hara דייוויד אוהרה David O'Leary דייוויד אולירי David Odonkor דוד אודונקור David Oistrakh דוד אויסטרך David Oliver דייוויד אוליבר David Olère דוד אולר David Oppenheim דוד אופנהיים David Ospina דויד אוספינה David Oyelowo דייוויד אוילאו David Packard דייוויד פקארד David Palmer דייוויד פאלמר David Pardo דוד בן יוסף פרדו David Pardo דוד פארדו David Parnas דייוויד פרנס David Passig דוד פסיג David Paymer דייוויד פיימר David Perlov דוד פרלוב David Petel דוד פתל David Peterson דייוויד פיטרסון David Petraeus דייוויד פטראוס David Petrie דייוויד פטרי David Pichler דייוויד פיכלר David Pinski דוד פינסקי David Pizanti דוד פיזנטי David Platt דייוויד פלאט David Popper דויד פופר David Price דייוויד פרייס David Primo דוד פרימו David Proval דייוויד פרובל David Prowse דייוויד פראוז David Quarrey דייוויד קוורי David Raziel דוד רזיאל David Re'em דוד ראם David Remez דוד רמז David Resnick דוד רזניק David Reubeni דוד הראובני David Revivo דוד רביבו David Ricardo דייוויד ריקארדו David Rice Atchison דייוויד רייס אטצ'יסון David Rintoul דייוויד רינטול David Rizzio דייוויד ריציו David Robb דייוויד רוב David Roberts דייוויד רוברטס David Robertson דייוויד רוברטסון David Robinson דייוויד רובינסון David Rocastle דייוויד רוקאסל David Roitman דוד רויטמן David Rokni דוד רוקני David Rosen דוד רוזן David Rotem דוד רותם David Rubinger דוד רובינגר David Ruderman דוד רודרמן David Rudisha דייוויד רודישה David Russell דייוויד או. ראסל David Salomons דוד סלומונס David Samadi דיוויד סאמאדי David Samoylov דוד סמויילוב David Sarnoff דוד סארנוף David Sassoon דוד ששון David Schwarz דוד שוורץ David Schweitzer דוד שווייצר David Schwimmer דייוויד שווימר David Schütz דוד שיץ David Scott דייוויד סקוט David Seaman דייוויד סימן David Seidler דייוויד סיידלר David Selznick דייוויד או. סלזניק David Seymour דוד סימור David Shaltiel דוד שאלתיאל David Shiffman דוד שיפמן David Shimoni דוד שמעוני David Sidney Feingold דוד פיינגולד David Silva דויד סילבה David Simonsen דוד יעקב סימונסן David Skal דייוויד ג'. סקאל David Smith דייוויד סמית David Solari דוד סולארי David Solomon Eibenschutz דוד שלמה אייבשיץ David Soslan דוד סוסלן David Souter דייוויד סוטר David Soyer דייוויד סויר David St. John דייוויד סט. ג'ון David Stern דוד שטרן David Stern דייוויד סטרן David Stirling דייוויד סטירלינג David Stoliar דוד סטוליאר David Storl דוד שטורל David Strathairn דייוויד סטראתיירן David Strauss דוד שטראוס David Suchet דייוויד סושה David Suzuki דיוויד סוזוקי David Tal דוד טל David Tartakover דוד טרטקובר David Teniers the Younger דוד טנירס הבן David Tennant דייוויד טננט David Theile דייוויד תייל David Thewlis דייוויד ת'יוליס David Thompson דייוויד תומפסון David Tidhar דוד תדהר David Trezeguet דויד טרזגה David Trimble דייוויד טרימבל David Troughton דייוויד טרוטון David Turashvili דויד טורשווילי David Tuviyahu דוד טוביהו David Twersky דוד טברסקי David Tzur דוד צור David Tzuriel דוד צוריאל David Ussishkin דוד אוסישקין David V of Georgia מלך גאורגיה דוד החמישי David VI of Georgia דוד השישי נארין David Vetter דייוויד וטר David Villa דויד וייה David Vitter דייוויד ויטר David Vogel דוד פוגל David Wallach דוד ולך David Walliams דייוויד ואליאמס David Ward דייוויד וורד David Warren דייוויד וורן David Wechsler דייוויד וכסלר David Weinberger דייוויד ויינברגר David Weir דייוויד ויר David Weiss Halivni דוד הלבני David Wenham דייוויד ונהם David Werdyger דוד ורדיגר David West דייוויד וסט David Wilkie דייוויד וילקי David Wineland דייוויד וינלנד David Witzthum דוד ויצטום David Wolffsohn דוד וולפסון David Wolpe דוד וולפה David Womark דייוויד וומרק David Woolf Marks דוד וולף מרקס David Wyatt דייוויד וייט David Wyman דייוויד ויימן David X of Kartli מלך כארתלי דוד העשירי David Yellin College of Education המכללה לחינוך ע"ש דוד ילין David Yosef דוד יוסף David Zinman דייוויד זינמן David Zucker דוד צוקר David Zucker דייוויד צוקר David Zvi Hoffmann דוד צבי הופמן David and Jonathan דוד ויהונתן David and Simon Reuben דוד וסימון ראובן David ben Aryeh Leib דוד לידא David ben Judah Messer Leon דוד בן יהודה מסר לאון David ben Naphtali Fränkel דוד פרנקל David ben Shimon דוד בן שמעון David ben Solomon ibn Abi Zimra רדב"ז David ben Zakkai דוד בן זכאי David de Gea דויד דה חאה David ibn Merwan al-Mukkamas דאוד אבן מרואן אלמקמץ David of Scotland דוד מלך סקוטלנד David the Builder Kutaisi International Airport נמל התעופה קופיטנארי David with the Head of Goliath דוד עם ראשו של גוליית David Černý דוד צ'רני David's Sling קלע דוד David's Tomb קבר דוד המלך David-Zvi Pinkas דוד צבי פנקס David.robert.wilson/Sandbox המרדי גרא ההומו-לסבי של סידני DavidCBryant/Generalized continued fraction שבר משולב DavidCBryant/complex analysis אנליזה מרוכבת Davida Karol דוידה קרול Davidcox123/sandbox אלן קלארק Davide Marotti דוד מרוטי Davide Santon דויד סנטון Davidic line בית דוד Davidka דוידקה Davidka Square כיכר הדוידקה Davidka Square bus bombing הפיגוע בקו 14א Davidoff דוידוף Davidov דוידוב Davidson דוידסון Davidson College מכללת דוידסון Davidson Institute of Science Education מכון דוידסון לחינוך מדעי Davis דייוויס Davis Cleveland דייוויס קליבלנד Davis Cup גביע דייוויס Davis Cup קטגוריה:גביע דייוויס Davis Cup תבנית:גביע דייוויס Davis Cup teams קטגוריה:נבחרות גביע דייוויס Davis Sea ים דייוויס Davis Strait מצר דייוויס Davis University of California אוניברסיטת קליפורניה בדייוויס Davis faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בדייוויס Davit Guramishvili דוד גורמישווילי Davit Kezerashvili דוד קזרשווילי Davita's Harp הנבל של דווידה Davon Jefferson דבון ג'פרסון Davor Šuker דאבור שוקר Davos דאבוס Davy Crockett דייווי קרוקט Davy Medal מדליית דייווי Davyd-Haradok דויד-הרדוק Davydivka דוידני Davíð Oddsson דוד אודסון Dawah דעוה Dawes Plan תוכנית דוז Dawid Daniuszewski דוד דניוסצבסקי Dawid Janowski דוד ינובסקי Dawid Przepiórka דויד פז'פיורקה Dawid Wdowiński דוד ודובינסקי Dawit I קיסר אתיופיה דווית הראשון Dawit II קיסר אתיופיה דווית השני Dawit III קיסר אתיופיה דווית השלישי Dawlat Berdi דוולט ברדי Dawn שחר Dawn Fraser דון פרייזר Dawn French דון פרנץ' Dawn Harper-Nelson דון הרפר Dawn Prince-Hughes דון פרינס-יוז Dawn of Possession Dawn of Possession Dawn of the Planet of the Apes כוכב הקופים: השחר Dawood Hosni דאוד חוסני Dawoud Rajiha דאוד ראג'חה Dawson דוסון Dawson City דוסון סיטי Dawson's Creek דוסון קריק Dawson's Field hijackings חטיפת המטוסים לשדה דאוסון Dax דקס Day יממה Day & Age Day & Age Day 'n' Nite Day 'n' Nite Day Tripper Day Tripper Day Watch משמר היום Day for Night לילה אמריקאי Day of Ashura עשוראא Day of Defeat Day of Defeat Day of Defeat: Source Day of Defeat: Source Day of Remembrance of the Victims of Political Repressions יום הזיכרון לקורבנות הדיכוי הפוליטי Day of the Covenant יום הברית Day of the Dead יום המתים Day of the Dead food קטגוריה:מאכלי יום המתים Day of the Hunters יום הציידים Day of the Programmer יום המתכנת Day of the Tentacle יומו של הטנטקל Day to mark the departure and expulsion of Jews from the Arab countries and Iran יום לציון היציאה והגירוש של היהודים מארצות ערב ומאיראן Day trader סחרן יום Day trading מסחר יומי Day-O Day-O DayZ DayZ Daya דיה Dayan דיין Dayan family קטגוריה:משפחת דיין Dayanara Torres דיאנרה טורס Daydream Daydream Daydream חלום בהקיץ Daydream Nation Daydream Nation Dayenu דיינו Daylight Daylight Daylight יום Daylight saving time שעון קיץ Dayr Aban דיר־אבאן Dayr Muhaysin דיר מוחיסין Dayr Tarif דיר טריף Dayr al-Shaykh דיר א-שיח' Dayron Robles דאירון רובלס Days קטגוריה:ימות השנה Days celebrating love קטגוריה:חגי אהבה Days of Future Passed Days of Future Passed Days of Future Past אקס-מן: ימי עבר עתידי Days of Heaven ימים ברקיע Days of Our Lives ימי חיינו Days of Ziklag ימי צקלג Days of the Hebrew calendar קטגוריה:ימות השנה העברית Days of the week קטגוריה:ימות השבוע Days of the week תבנית:ימות השבוע Daytime Emmy Award for Outstanding Animated Program winners קטגוריה:זוכי אמי בסדרות אנימציה Daytime Emmy Award winners קטגוריה:זוכי אמי בתוכניות יום Dayton Agreement הסכם דייטון Dayworld עולמיום Daz Dillinger דאז דילינגר Dazu Rock Carvings תגליפי הסלע בדאדזו Dazzler דאזלר Daŭhinava דולהינוב Db תבנית:למחוק Db-nonsense-notice תבנית:הבל Db-nonsense-notice/sandbox תבנית:הבל Dbcl/sandbox ג'פרסון איירפליין Dbiel/ScratchPad/Compare Pages פורטוגל Dcosta משתמש:Dcosta Ddavepc title.jpg תמונה:Ddavepc title.jpg De Д De Beers דה בירס De Bono דה בונו De Branges's theorem משפט דה ברנז' De Bruijn sequence סדרת דה ברויין De Bruijn–Newman constant קבוע דה ברוין-ניומן De Bunsen Committee ועדת בנסן De Coster דה קוסטר De Graafschap דה חראפסחאפ De Graafschap players קטגוריה:כדורגלני דה חראפסחאפ De Gua's theorem משפט דה גואה De Havilland דה הבילנד De Havilland Canada DHC-1 Chipmunk דה הבילנד DHC-1 צ'יפמנק De Havilland Canada DHC-6 Twin Otter דה הבילנד קנדה דאש 6 טווין אוטר De Havilland Canada Dash 7 דאש 7 De Havilland Comet דה הבילנד קומט De Havilland Dragon דה הבילנד דראגון De Havilland Dragonfly דה הבילנד דראגונפליי De Havilland Marine דה הבילנד De Havilland Mosquito דה הבילנד מוסקיטו De Havilland Tiger Moth דה הבילנד טייגר מות' De Havilland Vampire דה הבילנד ומפייר De Jong דה יונג De Kuip אצטדיון פיינורד De La Rue דה לה רו De La Tour דה לה טור De Laval nozzle זרימת דה-לאוול De Long Strait מצר דה לונג De Moivre's formula משפט דה מואבר De Morgan דה מורגן De Morgan Medal מדליית דה מורגן De Morgan's laws כללי דה מורגן De Mysteriis Dom Sathanas De Mysteriis Dom Sathanas De Natura Deorum על טבע האלים De Polignac's formula נוסחת לז'נדר De Quervain syndrome תסמונת דה קרוון De Ronde Venen דה רונדה פיינן De Rossi דה רוסי De Stijl דה סטייל De Stijl קטגוריה:דה סטייל De Vries דה-פריס De Wallen דה ואלן De Wert דה ורט De architectura על אודות האדריכלות De divina proportione על הפרופורציה האלוהית De facto דה פקטו De icon תבנית:גרמנית De jure דה יורה De minimis זוטי דברים De mortuis nil nisi bonum קדושים אמור אחרי מות De'oraita and derabanan דאורייתא ודרבנן De-Loused in the Comatorium De-Loused in the Comatorium De-Pierre Map מפת דה-פייר De-Stalinization דה-סטליניזציה DeAndre Jordan דיאנדרה ג'ורדן DeFilharmonie הפילהרמונית המלכותית של פלנדריה DeForest Kelley דפורסט קלי DeLorean DMC-12 דלוריאן DMC-12 DeLorean Motor Company דלוריאן DeLorean time machine דלוריאן DeMar DeRozan דמאר דרוזן DeMarco Johnson דימרקו ג'ונסון DeMarcus Cousins דמרקוס קאזינס DeMarre Carroll דמארה קארול DeMolay International מסדר דה-מוליי DePaul Blue Demons men's basketball players קטגוריה:כדורסלני אוניברסיטת דה פול DeScribe דיסקרייב DeShawn Stevenson ד'שון סטיבנסון DeVotchKa דבוצ'קה DeWitt Clinton דוויט קלינטון Dea Loher דאה לוהר Deacon דיאקון Deaconess מסדר הדיאקוניסות Dead Calm סיכון רטוב Dead Can Dance דד קן דאנס Dead Cities הכפרים העתיקים בצפון סוריה Dead End Street כביש ללא מוצא Dead End in Norvelt ללא מוצא בנורוולט Dead Famous מתים להתפרסם Dead Kennedys דד קנדיז Dead Like Me מתים במשרה חלקית Dead Man Walking גבר מת מהלך Dead Man's Chest תיבה של איש מת Dead Parrot sketch התוכי המת Dead Poets Society ללכת שבי אחריו Dead Sea ים המלח Dead Sea קטגוריה:ים המלח Dead Sea Scrolls מגילות ים המלח Dead Sea Works מפעלי ים המלח Dead Sea scrolls קטגוריה:מגילות ים המלח Dead Sea sparrow דרור הירדן Dead Set למות על הסט Dead Until Dark מת עד הלילה Dead checking וידוא הריגה Dead letter אות מתה Dead link תבנית:קישור שבור Dead or Alive חי או מת Dead people קטגוריה:נפטרים Dead reckoning ניווט עיוור Dead space נפח מת Dead-end elimination Dead-end elimination Deadeye גלגלת נקבים Deadeye Dick דיק הצלף Deadlift דדליפט Deadlock קיפאון Deadly fungi קטגוריה:פטריות רעילות Deadmau5 Deadmau5 Deadpool דדפול Deadshot דדשוט Deadweight tonnage מעמס Deadwing Deadwing Deadwood דדווד Deaf culture תרבות החירשים Deaf people קטגוריה:לקויי שמיעה Deaf-mute חירש-אילם Deafness קטגוריה:לקויות שמיעה Deal Breaker מיירון בוליטר#ספרי הסדרה Deal of the day עסקה יומית Deal or No Deal Deal or No Deal Deal with It נראה אותך Dealul Spirii גבעת ספירי Deamination דיאמינציה Dean דין Dean דקאן Dean Acheson דין אצ'יסון Dean Barrow דין בארו Dean Cain דין קיין Dean Dixon דין דיקסון Dean Furman דין פורמן Dean Heller דין הלר Dean Hitts/Sandbox היידן פנאטייר Dean Kamen דין קיימן Dean Koontz דין קונץ Dean Maimoni דין מימוני Dean Martin דין מרטין Dean Norris דין נוריס Dean O'Gorman דין או'גורמן Dean Računica דיאן ראצ'וניצה Dean Rusk דין ראסק Dean Stockwell דין סטוקוול Dean Winters דין וינטרס Deanna Nolan דיאנה נולאן Deanna Troi דיאנה טרוי Dear Heather Dear Heather Dear John ג'ון היקר Dear Mama Dear Mama Dear Mother Ethiopia March Forward המנון אתיופיה Dear Prudence Dear Prudence Death דת' Death האנשה של המוות Death מוות Death קובץ:Death band.gif Death קטגוריה:מוות Death Becomes Her המוות נאה לה Death Cab For Cutie - Plans.png תמונה:Death Cab for Cutie Plans.jpg Death Cab for Cutie Death Cab for Cutie Death Eater הארי פוטר - דמויות משנה#אוכלי מוות Death Gate שער המוות Death Is Essential Death Is Essential Death Magnetic Death Magnetic Death Master File Death Master File Death Note מחברת המוות Death Proof חסין מוות Death Row Records דת' רואו רקורדס Death Sentence גזר דין מוות Death Star כוכב המוות Death Valley National Park הפארק הלאומי עמק המוות Death and eulogy of Roi Rotberg ההספד לרועי רוטברג Death anniversary יום השנה Death by boiling הרתחה למוות Death by burning העלאה על המוקד Death care industry תעשיית המוות Death certificate תעודת פטירה Death customs קטגוריה:מנהגי אבלות והנצחה Death deities קטגוריה:אלילי מוות Death drive יצר המוות Death from laughter מוות מרוב צחוק Death goddesses קטגוריה:אלות מוות Death gods קטגוריה:אלי מוות Death growl גראולינג Death in Gaza מוות בעזה Death in Venice מוות בוונציה Death marches צעדות המוות Death mask מסכת מת Death metal דת' מטאל Death metal קטגוריה:להקות דת' מטאל Death metal albums קטגוריה:אלבומי דת' מטאל Death metal musical groups קטגוריה:דת' מטאל Death of Azaria Chamberlain היעלמותה של עזריה צ'מברליין Death of Ben Zygier פרשת בן זיגייר Death of John Lennon רצח ג'ון לנון Death of Khaled Mohamed Saeed ח'אלד מוחמד סעיד Death of Neda Agha-Soltan פרשת מותה של נדה אגא-סולטאן Death of Nelson Mandela הלוויית נלסון מנדלה Death of Osama bin Laden מבצע חנית נפטון Death of a Ladies' Man Death of a Ladies' Man Death of a Monk מות הנזיר Death of a Salesman מותו של סוכן Death of the Family באטמן: מות המשפחה Death poem פואמת מוות Death threat איום ברצח Death's-head hawkmoth רפרף גולגולת המת Deathcore דת'קור Deathmatch Classic Deathmatch Classic Deathrace King Deathrace King Deaths by drowning קטגוריה:הרוגי טביעה Deaths in sport קטגוריה:ספורטאים שמתו בזמן פעילות Deaths of Asher and Yonatan Palmer רצח אשר פלמר ובנו יהונתן Deathstalker עקצן צהוב Deathstroke דת'סטרוק Deb Deb Deb Fischer דב פישר Debarq דברק Debate דיבייט Debbie Allen דבי אלן Debbie Does Dallas דבי עושה את דאלאס Debbie Friedman דבי פרידמן Debbie Gibson דבי גיבסון Debbie Harry דבי הארי Debbie Meyer דבי מאייר Debbie Reynolds דבי ריינולדס Debbie Stabenow דבי סטייבנו Debbie Wasserman Schultz דבי וסרמן שולץ Debby Ryan דבי ראיין Debconf Debconf Debdou דבדו Debeaking קיטום מקור Debed דבד Debel Gallery גלריה דבל Debeljača דבליאצ'ה Debi Mazar דבי מזר Debian דביאן Debit card כרטיס חיוב מיידי Debits and credits חובה וזכות Debkafile תיק דבקה Deborah דבורה Deborah דבורה הנביאה Deborah Ann Woll דברה אן וול Deborah Carthy-Deu דבורה קרתי דו Deborah Findlay דבורה פינדליי Deborah Kerr דבורה קר Deborah Lifchitz דבורה ליפשיץ Deborah Lipstadt דברה ליפשטדט Deborah Raffin דברה ראפין Deborah Shelton דבורה שלטון Deborah number מספר דבורה Deborahjay משתמש:Deborahjay Deborahjay/Sandbox:Artists in French internment camps עמוד ראשי Deborahjay/Sandbox:Bio עמוד ראשי Deborahjay/Sandbox:Draft עמוד ראשי Deborahjay/Sandbox:Ella Liebermann-Shiber עמוד ראשי Deborahjay/Sandbox:French internment camps עמוד ראשי Deborahjay/Sandbox:Walter Spitzer עמוד ראשי Debout Congolais המנון הרפובליקה הדמוקרטית של קונגו Debra Jo Rupp דברה ג'ו רופ Debra Messing דברה מסינג Debra Winger דברה וינגר Debre Marqos דברה מרקוס Debre Tabor דברה תבור Debrecen דברצן Debreceni VSC דברצן ו.ס.ק. Debreceni VSC players קטגוריה:כדורגלני דברצן Debridement הטריה Debris disk דיסקת שברים Debt חוב Debt of Honor חוב של כבוד Debt relief שמיטת כספים Debt restructuring הסדר חוב Debt service coverage ratio יחס כיסוי Debt settlement הסדר חובות Debtera דבתרה Debugger מנפה שגיאות Debugging ניפוי שגיאות Debugging קטגוריה:ניפוי שגיאות Debut Debut Debut albums קטגוריה:אלבומי בכורה Debye length אורך דביי Decade דקאדה Decade עשור Decade Volcanoes הרי הגעש של העשור Decade Volcanoes קטגוריה:הרי הגעש של העשור Decade of Roma Inclusion העשור של הטמעת הרומה Decadence דקדנס Decagonal number מספר מעושר Decantation שפייה Decanter דקנטר Decapitation עריפת ראש Decapoda מעשירי רגל Decapods קטגוריה:מעשירי רגל Decapolis דקאפוליס Decapolis קטגוריה:דקאפוליס Decapolis cities תבנית:דקאפוליס Decathletes קטגוריה:מתחרים בקרב עשר Decathlon קרב עשר Decathlon Group דקטלון Decay energy אנרגיה רדיואקטיבית Decay-missing-filled index מדד DMF Decca Records דקה Deccan Plateau רמת דקאן Deceased Wikipedians ויקיפדיה:ויקיפדים שהלכו לעולמם Deceiver of the Gods Deceiver of the Gods December דצמבר December קטגוריה:דצמבר December 1 1 בדצמבר December 10 10 בדצמבר December 11 11 בדצמבר December 12 12 בדצמבר December 13 13 בדצמבר December 14 14 בדצמבר December 15 15 בדצמבר December 16 16 בדצמבר December 17 17 בדצמבר December 18 18 בדצמבר December 19 19 בדצמבר December 2 2 בדצמבר December 20 20 בדצמבר December 2015 Chad suicide bombings הפיגוע בימת צ'אד December 21 21 בדצמבר December 22 22 בדצמבר December 23 23 בדצמבר December 24 24 בדצמבר December 25 25 בדצמבר December 26 26 בדצמבר December 27 27 בדצמבר December 28 28 בדצמבר December 29 29 בדצמבר December 3 3 בדצמבר December 30 30 בדצמבר December 31 31 בדצמבר December 4 4 בדצמבר December 5 5 בדצמבר December 6 6 בדצמבר December 7 7 בדצמבר December 8 8 בדצמבר December 9 9 בדצמבר December observances קטגוריה:אירועים בחודש דצמבר Decembrist revolt מרד הדקבריסטים Decemviri דקמווירי Decentralization ביזור Deception קטגוריה:הונאה Deception Point נקודת ההונאה Decibel דציבל Decidability כריעות Deciduous נשירים Decile עשירון Decimal השיטה העשרונית Decimation דקימאטיו Decimus Burton דסימוס ברטון Decimus Junius Brutus Albinus דקימוס יוניוס ברוטוס אלבינוס Decision problem בעיית הכרעה Decision support system מערכות תומכות החלטה Decision theory קטגוריה:קבלת החלטות Decision theory תורת ההחלטות Decision tree עץ החלטה Decision tree learning עץ החלטה לומד Decision-making קבלת החלטות Decius דקיוס Deck סיפון Declaration of Helsinki הצהרת הלסינקי Declaration of independence הכרזת עצמאות Declaration of the Rights of Man and of the Citizen הצהרת זכויות האדם והאזרח Declaration of war הכרזת מלחמה Declarations of independence קטגוריה:הכרזות עצמאות Declarative programming תכנות הצהרתי Declaratory judgment סעד הצהרתי Declination דקלינציה Decline in amphibian populations הידלדלות אוכלוסיית הדו-חיים Deco דקו Decolonisation of Africa דה-קולוניזציה של אפריקה Decolonization דה-קולוניזציה Decomposer מפרקים Decomposition ריקבון Decomposition of spectrum ספקטרום רציף Deconstructed Deconstructed Deconstructed.jpg תמונה:Deconstructed.png Deconstruction דקונסטרוקציה Deconstructivism דה-קונסטרוקטיביזם Deconstructivism קטגוריה:דה-קונסטרוקטיביזם Decorative arts אמנות דקורטיבית Decoupage דקופאז' Decrease תבנית:קיטון Decree צו Decree of Canopus צו קנופוס Decree of Themistocles החלטת תמיסטוקלס Decrepit car טרנטה Decumanus Maximus דקומנוס Decurion דקוריון Decury דקוריה Dede Allen דידי אלן Dedekind cut חתכי דדקינד Dedekind domain חוג דדקינד Dedi Ben Dayan דדי בן דיין Dedicated e-book devices קטגוריה:קוראי ספרים אלקטרונים Dedication הקדשה Deductive reasoning דדוקציה Dedé דדה Dee די Dee Bradley Baker די בראדלי בייקר Dee Brown די בראון Dee Dee Ramone די די ראמון Deed שטר קניין Deems Taylor דימס טיילור Deena Kastor דינה קסטור Deep עומק Deep Blue כחול עמוק Deep Blue Sea ים כחול עמוק Deep Dish דיפ דיש Deep Forest דיפ פורסט Deep Impact פגיעה עמוקה Deep Purple Deep Purple Deep Purple דיפ פרפל Deep Purple קטגוריה:דיפ פרפל Deep Purple תבנית:דיפ פרפל Deep Purple in Rock Deep Purple in Rock Deep Silver Deep Silver Deep Six מצולות Deep Space Nine חלל עמוק 9 Deep Throat גרון עמוק Deep artery of arm עורק הזרוע העמוק Deep brain stimulation גירוי מוחי עמוק Deep ecology אקולוגיה עמוקה Deep fried foods קטגוריה:טיגון עמוק Deep frying טיגון בשמן עמוק Deep in the Motherlode Deep in the Motherlode Deep operation קרב עומק Deep palmar arch קשת כף היד העמוקה Deep palmar branch of ulnar artery הענף הכפי העמוק Deep sea mining כרייה במים עמוקים Deep state המדינה העמוקה Deep vein thrombosis תסמונת מחלקת תיירים Deep web הרשת העמוקה Deep-fried Mars bar חטיף מארס מטוגן בשמן עמוק Deep-sky object גרם שמים עמוק Deepak Chopra דיפאק צ'ופרה Deepdish7/Berezovsky בוריס ברזובסקי Deepwater Horizon Deepwater Horizon Deepwater Horizon oil spill דליפת הנפט במפרץ מקסיקו Deer אייליים Deer קטגוריה:אייליים Deer horn שו-רו Deere דיר Deerhunter Deerhunter Def Jam Recordings דאף ג'אם Def Leppard דף לפרד Defacement השחתה Defamation לשון הרע Defamation קטגוריה:לשון הרע Defamiliarization הזרה Default ברירת מחדל Default מחדל Default ריבית הפרה Default route ניתוב ברירת המחדל Defcon DEFCON Defecation הפרשה Defect פגם Defectors קטגוריה:עריקים Defence תקנות ההגנה Defence Forces כוחות ההגנה האירים Defence Medal מדליית ההגנה Defence Ministers of Armenia קטגוריה:שרי ההגנה של ארמניה Defence Ministers of Egypt קטגוריה:שרי ההגנה של מצרים Defence Ministry of Belarus משרד ההגנה הבלארוסי Defence Research and Development Organisation DRDO Defence companies קטגוריה:יצרני נשק Defence companies by country קטגוריה:יצרני נשק לפי מדינה Defence companies of France קטגוריה:תעשיית נשק בצרפת Defence companies of Germany קטגוריה:תעשיית נשק בגרמניה Defence companies of Italy קטגוריה:תעשיית נשק באיטליה Defence companies of Russia קטגוריה:תעשיית נשק ברוסיה Defence companies of Spain קטגוריה:תעשיית נשק בספרד Defence companies of Switzerland קטגוריה:תעשיית נשק בשווייץ Defence companies of the Soviet Union קטגוריה:תעשיית נשק בברית המועצות Defence companies of the United Kingdom קטגוריה:תעשיית נשק בממלכה המאוחדת Defence in depth הגנה לעומק Defence mechanisms מנגנוני הגנה Defence mechanisms קטגוריה:מנגנוני הגנה Defence ministers קטגוריה:שרי הגנה Defence ministers of Germany קטגוריה:שרי ההגנה של גרמניה Defence ministers of Hungary קטגוריה:שרי ההגנה של הונגריה Defence ministers of Iran קטגוריה:שרי ההגנה של איראן Defence ministers of Jordan קטגוריה:שרי ההגנה של ירדן Defence ministers of Russia קטגוריה:שרי ההגנה של רוסיה Defence ministers of Slovenia קטגוריה:שרי ההגנה של סלובניה Defence ministers of South Africa קטגוריה:שרי ההגנה של דרום אפריקה Defence ministries קטגוריה:משרדי ביטחון Defence of the Polish Post Office in Danzig קרב בית הדואר הפולני בדנציג Defence of the Realm Act 1914 החוק להגנת הממלכה 1914 Defender-class boat צרעה Defenders דפנדרס Defenestration השלכה מהחלון Defense Companies פלוגות ההגנה Defense Distinguished Service Medal מדליית השירות המצוין של מחלקת ההגנה Defense Establishment Comptroller Unit מבקר מערכת הביטחון Defense Intelligence Agency DIA Defense Intelligence Headquarters מטה המודיעין של משרד ההגנה Defense Update Defense Update Defense companies of Israel קטגוריה:תעשיית נשק בישראל Defense companies of the United States קטגוריה:תעשיית נשק בארצות הברית Defensive democracy דמוקרטיה מתגוננת Defensive fighting position עמדת ירי Defensive realism ריאליזם הגנתי Defensive wall חומה Defensive war מלחמת אין ברירה Defensor Sporting דפנסור ספורטינג Deferent and epicycle אפיציקל Defiance התנגדות Defibrillation דפיברילציה Deficient number מספר חסר Definable set קבוצה ניתנת להגדרה Definitely Maybe Definitely Maybe Definiteness יידוע Definition הגדרה Definition of Free Cultural Works הגדרת תוכן תרבותי חופשי Deflation דפלציה Defoamer חומר מונע קיצוף Deforestation בירוא יערות Deformation מעוות Deforming dorsopathies קטגוריה:מחלות עיוותים של עמוד השדרה Defragmentation איחוי Defterdar דפתרדאר Deftones דפטונס Defunct National Basketball Association teams קטגוריה:קבוצות NBA שהתפרקו Defunct airlines קטגוריה:חברות תעופה שנסגרו Defunct airlines of France קטגוריה:חברות תעופה צרפתיות שנסגרו Defunct airlines of the United Kingdom קטגוריה:חברות תעופה בריטיות שנסגרו Defunct airlines of the United States קטגוריה:חברות תעופה אמריקאיות שנסגרו Defunct airports קטגוריה:שדות תעופה שנסגרו Defunct association football clubs קטגוריה:קבוצות כדורגל שהתפרקו Defunct association football competitions קטגוריה:תחרויות כדורגל לא פעילות Defunct basketball competitions קטגוריה:תחרויות כדורסל לא פעילות Defunct basketball teams קטגוריה:קבוצות כדורסל שהתפרקו Defunct basketball teams in Israel קטגוריה:קבוצות כדורסל ישראליות שהתפרקו Defunct educational institutions קטגוריה:מוסדות לימוד ומחקר היסטוריים Defunct football clubs in Israel קטגוריה:קבוצות כדורגל ישראליות שהתפרקו Defunct libraries קטגוריה:ספריות עבר Defunct organizations קטגוריה:ארגונים היסטוריים Defunct political parties קטגוריה:מפלגות היסטוריות Defunct political parties by country קטגוריה:מפלגות היסטוריות לפי מדינה Defunct political parties in Belgium קטגוריה:בלגיה: מפלגות היסטוריות Defunct political parties in Egypt קטגוריה:מצרים:מפלגות היסטוריות Defunct political parties in Israel קטגוריה:ישראל: מפלגות היסטוריות Defunct sports clubs קטגוריה:מועדוני ספורט שהתפרקו Defunct websites קטגוריה:אתרי אינטרנט שנסגרו Degania דגניה Degania Alef דגניה א' Degania Bet דגניה ב' Degania Dam סכר דגניה Degel HaTorah דגל התורה Degel HaTorah politicians קטגוריה:דגל התורה: אישים Degeneracy מקרה מנוון Degenerate art אמנות מנוונת Degenerate distribution התפלגות מנוונת Degenerate energy levels ניוון Degenerate music מוזיקה מנוונת Degeneration ניוון Degradation Trip Degradation Trip Degrassi דגראסי Degree דרגה Degree מעלה Degree symbol מעלה Degrees תבנית:דרגות הרמוניות Degrees of freedom דרגות חופש Degtyaryov machine gun מקלע DP Dehak - A Magazine For Good Literature דחק - כתב עת לספרות טובה Dehomag Dehomag Dehumanizer Dehumanizer Dehydration התייבשות Dehydroepiandrosterone דהידרו-אפיאנדרוסטרון Dehydrogenase דהידרוגנאז Dehydrogenation דהידרוגנציה Deicide דייסייד Deidamia II of Epirus מלכת אפירוס דידמאיה השנייה Deimos דימוס Deimos קטגוריה:דימוס Deindividuation דה-אינדיבידואציה Deinocheirus דיינוכיירוס Deinococcus radiodurans Deinococcus radiodurans Deinonychus דיינוניכוס Deinosuchus דיינוסוכוס Deinotherium דינותריום Deinstitutionalisation אל-מיסוד Deinterlacing ביטול שזירה Deir Alla דיר עלא Deir Alla Inscription כתובת בלעם Deir Ballut דיר בלוט Deir Es-Sultan דיר א-סולטאן Deir Hanna דיר חנא Deir Mimas דיר מימאס Deir Qaddis דיר קדיס Deir Rafat דיר ראפאת Deir Sharaf דיר שרף Deir Yassin דיר יאסין Deir Yassin massacre פרשת דיר יאסין Deir al-Asad דיר אל-אסד Deir al-Balah דיר אל-בלח Deir al-Balah Governorate קטגוריה:נפת דיר אל-בלח Deir al-Dubban דיר דבאן Deir al-Ghusun דיר אל-ע'וסון Deir al-Qamar דיר אל-קמר Deir el Qamar Synagogue בית הכנסת דיר אל-קמר Deir el-Bahari דיר אל-בחרי Deir el-Medina דיר אל-מדינה Deir ez-Zor דיר א-זור Deir ez-Zor Governorate דיר א-זור Deir ez-Zor Museum מוזיאון דיר א-זור Deira ממלכת דיירה Deism דאיזם Deists קטגוריה:דאיסטים Deities קטגוריה:אלים Deities by association קטגוריה:אלילים לפי תפקיד Deities in the Hebrew Bible קטגוריה:אלים בתנ"ך Deity אל Deividas Šemberas דיווידס שמבראס Deiz/adminub תבנית:משתמש מפעיל מערכת Deià דיה Dej דז' Dejan Bodiroga דיאן בודירוגה Dejan Lovren דיאן לוברן Dejan Radić דיאן ראדיץ' Dejan Radonjić דיאן ראדוניץ' Dejan Stanković דיאן סטנקוביץ' Dejima דג'ימה Dekel דקל Dekel Keinan דקל קינן Dekemvriana אירועי דצמבר 1944 ביוון Dekulakization חיסול מעמד הקולאקים Del in cylindrical and spherical coordinates דל במערכות צירים שונות Dela Yampolsky דלה ימפולסקי Delain דיליין Delanoë דלנואה Delator קוודרופולטורס Delaunay triangulation שילוש דלוני Delaware דלאוור Delaware קטגוריה:דלאוור Delaware תבנית:דלאוור Delaware 87ers דלאוור 87' Delaware Bay מפרץ דלאוור Delaware Dover דובר Delaware River דלאוור Delaware Wilmington וילמינגטון Delay השהיה Delayed gratification דחיית סיפוקים Delayed hemolytic transfusion reaction תגובה המוליטית מאוחרת למתן דם Delayed sleep phase disorder תסמונת פאזת השינה הדחויה Delbert Mann דלברט מאן Dele Aiyenugba דלה איינוגבה Dele Alli דלה אלי Delek קבוצת דלק Delet Haksamim דלת הקסמים Deletion policy ויקיפדיה:מדיניות המחיקה Deletion templates קטגוריה:תבניות מחיקה Deletionism and inclusionism in Wikipedia ויקיפדיה:מחיקה והכללה Delfim Moreira דלפים מוריירה Delfino Pescara 1936 פסקארה Delfino Pescara 1936 players קטגוריה:כדורגלני פסקארה Delfo Cabrera דלפו קבררה Delft דלפט Delfy and His Friends במצולות הים עם דלפי Delhi דלהי Delhi קטגוריה:דלהי Delhi Cantonment מחנה דלהי Delhi Coronation Park פארק ההכתרה Delhi Durbar דורבר דלהי Delhi Dynamos FC players קטגוריה:כדורגלני דלהי דינמוס Delhi Sultanate סולטנות דלהי Delia Smith דיליה סמית' Delian League הליגה האטית-דלית Deliatyn דלאטין Deliberative democracy דמוקרטיה דיונית Delicate Sound of Thunder Delicate Sound of Thunder Delicatessen מעדנייה Delichon טסית Delicious דלישס Delila Hatuel דלילה חתואל Delilah דלילה Delirium דליריום Delisle דה ליל Deliverance גברים במלכודת Delivery of the Keys ישו מעניק את מפתחות השמים לפטרוס Delkash דלקאש Dell דל Dell Curry דל קרי Dell Dailey דל דיילי Delmenhorst דלמנהורסט Delmonico's דלמוניקו'ס Delmore Schwartz דלמור שוורץ Deloitte דלויט טוש טומטצו Delonix regia צאלון נאה Delonte West דלונטה וסט Delos דלוס Delotrooladoo משתמש:Delotrooladoo Delphi דלפי Delphine de Girardin דלפין דה ז'ירארדן Delphinoidea דולפינים Delphinus דולפין Delron Buckley דלרון באקלי Delroy James דלרוי ג'יימס Delroy Lindo דלרוי לינדו Delta דלתא Delta קטגוריה:סדרת טילי הדלתא Delta 0100 דלתא 0100 Delta 1000 דלתא 1000 Delta 2000 דלתא 2000 Delta 3000 דלתא 3000 Delta 4000 דלתא 4000 Delta 5000 דלתא 5000 Delta A דלתא A Delta Air Lines דלתא איירליינס Delta Amacuro דלטה אמקורו Delta B דלתא B Delta C דלתא C Delta Canis Majoris וזן Delta Cephei דלתא בקפאוס Delta D דלתא D Delta Dreamflight מעוף החלום של דלתא Delta E דלתא E Delta Force כוח דלתא Delta G דלתא G Delta Galil Industries דלתא גליל תעשיות Delta Goodrem דלתא גודרם Delta II דלתא 2 Delta III דלתא 3 Delta IV דלתא 4 Delta J דלתא J Delta L דלתא L Delta M דלתא M Delta Machine Delta Machine Delta N דלתא N Delta Scuti דלתא במגן Delta Sigma Phi דלתא סיגמא פי Delta Ursae Majoris מגרז Delta Velorum דלתא במפרש Delta blues דלתא בלוז Delta bond קשר דלתא Delta wing כנף דלתא Delta-wing aircraft קטגוריה:כלי טיס בעלי כנף דלתא Deltoid curve דלתואידה Deltoid muscle שריר הדלתא Deltoidal icositetrahedron איקוסיטטרהדרון Delusion מחשבת שווא Delusional disorder הפרעה דלוזיונלית Delusional disorders קטגוריה:מחשבות שווא Delusions דמיונות Delvin N'Dinga דלווין נדינגה Delémont דלמונט Demagogue דמגוגיה Demai דמאי Demai מסכת דמאי Demand ביקוש Demand-side platform פלטפורמת ביקוש Demaratus דמרטוס Demarcation problem בעיית התיחום Demba Ba דמבה בה Dembiya דמביה Dementia שיטיון Demeter דמטר Demetrio Albertini דמטריו אלברטיני Demetrios Ypsilantis דימיטריוס איפסילנטי Demetris Christofi דימטריס חריסטופי Demetris Christofias דימיטריס כריסטופיאס Demetrius I Soter דמטריוס הראשון Demetrius I of Georgia מלך גאורגיה דמטרה הראשון Demetrius I of Macedon דמטריוס פוליורקטס Demetrius II Aetolicus מלך מוקדון דמטריוס השני איטוליקוס Demetrius II Nicator דמטריוס השני Demetrius of Phalerum דמטריוס מפלרון Demetrius of Pharos דמטריוס מפארוס Demetrius the Fair דמטריוס הנאה Demetros קיסר אתיופיה דמטריוס Demi Demi Demi Live! Warm Up Tour Demi Live! Warm Up Tour Demi Lovato דמי לובאטו Demi Lovato תבנית:דמי לובאטו Demi Lovato discography דיסקוגרפיה של דמי לובאטו Demi Lovato: Live in Concert Demi Lovato: Live in Concert Demi Moore דמי מור Demi World Tour Demi World Tour Demi-glace דמי גלאס Demian דמיאן Demigod אל למחצה Demilitarized zone אזור מפורז Demis Roussos דמיס רוסוס Demise of the Crown הורשת הכתר Demitasse פינג'אן Demiurge בורא עולם Demián Bichir דמיאן ביצ'יר Demna of Georgia הנסיך דמנה מגאורגיה Demo דמו Democracy דמוקרטיה Democracy קטגוריה:דמוקרטיה Democracy Index מדד הדמוקרטיה Democracy Wall קיר הדמוקרטיה Democracy in America הדמוקרטיה באמריקה Democrat Party המפלגה הדמוקרטית Democratic Army of Greece הצבא הדמוקרטי של יוון Democratic Choice הבחירה הדמוקרטית Democratic Front for the Liberation of Palestine החזית הדמוקרטית לשחרור פלסטין Democratic Labour Party מפלגת העבודה הדמוקרטית Democratic Left Party מפלגת השמאל הדמוקרטי Democratic List for Israeli Arabs רשימה דמוקרטית לערביי ישראל Democratic List of Nazareth הרשימה הדמוקרטית של נצרת Democratic Movement התנועה הדמוקרטית Democratic Movement for Change התנועה הדמוקרטית לשינוי Democratic National Salvation Front החזית הדמוקרטית להצלה לאומית Democratic Nationalist Party המפלגה הלאומנית-דמוקרטית Democratic Party המפלגה הדמוקרטית Democratic Party המפלגה הדמוקרטית הסרבית Democratic Party קטגוריה:המפלגה הדמוקרטית Democratic Party קטגוריה:מועמדים לנשיאות ארצות הברית מטעם המפלגה הדמוקרטית Democratic Party of Iranian Kurdistan המפלגה הדמוקרטית של כורדיסטן האיראנית Democratic Party of Japan המפלגה הדמוקרטית Democratic Party of Russia המפלגה הדמוקרטית של רוסיה Democratic People's Union הקהילה העממית הדמוקרטית Democratic Republic of Georgia הרפובליקה הדמוקרטית של גאורגיה Democratic Republic of Georgia קטגוריה:הרפובליקה הדמוקרטית של גאורגיה Democratic Republic of the Congo הרפובליקה הדמוקרטית של קונגו Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו Democratic Republic of the Congo basketball players קטגוריה:כדורסלני הרפובליקה הדמוקרטית של קונגו Democratic Republic of the Congo footballers קטגוריה:הרפובליקה הדמוקרטית של קונגו: כדורגלנים Democratic Republic of the Congo people קטגוריה:הרפובליקה הדמוקרטית של קונגו: אישים Democratic Republic of the Congo politicians קטגוריה:פוליטיקאים קונגולזים Democratic Republic of the Congo sportspeople קטגוריה:הרפובליקה הדמוקרטית של קונגו: ספורטאים Democratic Republic of the Congo templates קטגוריה:תבניות ניווט - הרפובליקה הדמוקרטית של קונגו Democratic School of Hadera בית הספר הדמוקרטי בחדרה Democratic Society Party מפלגת החברה הדמוקרטית Democratic Union Coalition הקואליציה הדמוקרטית של מונגוליה Democratic Union Party המפלגה הדמוקרטית המאוחדת בסוריה Democratic Unionist Party המפלגה היוניוניסטית הדמוקרטית Democratic and Socialist Union of the Resistance האיחוד הדמוקרטי והסוציאליסטי של הרזיסטאנס Democratic centralism צנטרליזם דמוקרטי Democratic deficit גירעון דמוקרטי Democratic education חינוך דמוקרטי Democratic education קטגוריה:חינוך דמוקרטי Democratic peace theory השלום הדמוקרטי Democratic socialism סוציאליזם דמוקרטי Democratic-Republican Party המפלגה הדמוקרטית-רפובליקנית Democratization דמוקרטיזציה Democrats דמוקרטים Democrats קטגוריה:חברי המפלגה הדמוקרטית Democrats for Andorra דמוקרטים למען אנדורה Democritus דמוקריטוס Demodex דמודקס Demographers קטגוריה:דמוגרפים Demographic momentum מומנטום דמוגרפי Demographic threat איום דמוגרפי Demographics by country קטגוריה:דמוגרפיה לפי מדינה Demographics of Afghanistan קטגוריה:אפגניסטן: דמוגרפיה Demographics of Albania קטגוריה:אלבניה: דמוגרפיה Demographics of Algeria קטגוריה:אלג'יריה: דמוגרפיה Demographics of Argentina קטגוריה:ארגנטינה: דמוגרפיה Demographics of Armenia קטגוריה:ארמניה: דמוגרפיה Demographics of Australia קטגוריה:אוסטרליה: דמוגרפיה Demographics of Austria קטגוריה:אוסטריה: דמוגרפיה Demographics of Azerbaijan קטגוריה:אזרבייג'ן: דמוגרפיה Demographics of Belarus קטגוריה:בלארוס: דמוגרפיה Demographics of Bolivia קטגוריה:בוליביה: דמוגרפיה Demographics of Bosnia and Herzegovina דמוגרפיה של בוסניה והרצגובינה Demographics of Botswana קטגוריה:בוטסואנה: דמוגרפיה Demographics of Brazil דמוגרפיה של ברזיל Demographics of Brazil קטגוריה:ברזיל: דמוגרפיה Demographics of Canada קטגוריה:קנדה: דמוגרפיה Demographics of China קטגוריה:הרפובליקה העממית של סין: דמוגרפיה Demographics of Colombia קטגוריה:קולומביה: דמוגרפיה Demographics of Costa Rica קטגוריה:קוסטה ריקה: דמוגרפיה Demographics of Egypt קטגוריה:מצרים: דמוגרפיה Demographics of Estonia קטגוריה:אסטוניה: דמוגרפיה Demographics of Ethiopia דמוגרפיה של אתיופיה Demographics of Ethiopia קטגוריה:אתיופיה: דמוגרפיה Demographics of Finland קטגוריה:פינלנד: דמוגרפיה Demographics of France קטגוריה:צרפת: דמוגרפיה Demographics of Georgia דמוגרפיה של גאורגיה Demographics of Georgia קטגוריה:גאורגיה: דמוגרפיה Demographics of Germany דמוגרפיה של גרמניה Demographics of Germany קטגוריה:גרמניה: דמוגרפיה Demographics of Ghana קטגוריה:גאנה: דמוגרפיה Demographics of Greece דמוגרפיה של יוון Demographics of Greece קטגוריה:יוון: דמוגרפיה Demographics of Guyana קטגוריה:גיאנה: דמוגרפיה Demographics of Honduras קטגוריה:הונדורס: דמוגרפיה Demographics of Iceland קטגוריה:איסלנד: דמוגרפיה Demographics of India דמוגרפיה של הודו Demographics of India קטגוריה:הודו: דמוגרפיה Demographics of Indonesia קטגוריה:אינדונזיה: דמוגרפיה Demographics of Iran דמוגרפיה של איראן Demographics of Iran קטגוריה:איראן: דמוגרפיה Demographics of Iraq קטגוריה:עיראק: דמוגרפיה Demographics of Ireland קטגוריה:אירלנד: דמוגרפיה Demographics of Israel דמוגרפיה של ישראל Demographics of Israel קטגוריה:ישראל: דמוגרפיה Demographics of Italy דמוגרפיה של איטליה Demographics of Italy קטגוריה:איטליה: דמוגרפיה Demographics of Japan קטגוריה:יפן: דמוגרפיה Demographics of Jordan קטגוריה:ירדן: דמוגרפיה Demographics of Kazakhstan קטגוריה:קזחסטן: דמוגרפיה Demographics of Kenya קטגוריה:קניה: דמוגרפיה Demographics of Kyrgyzstan קטגוריה:קירגיזסטן: דמוגרפיה Demographics of Lebanon דמוגרפיה של לבנון Demographics of Lebanon קטגוריה:לבנון: דמוגרפיה Demographics of Libya קטגוריה:לוב: דמוגרפיה Demographics of Malta קטגוריה:מלטה: דמוגרפיה Demographics of Mexico קטגוריה:מקסיקו: דמוגרפיה Demographics of Moldova קטגוריה:מולדובה: דמוגרפיה Demographics of Montenegro קטגוריה:מונטנגרו: דמוגרפיה Demographics of Morocco קטגוריה:מרוקו: דמוגרפיה Demographics of Namibia קטגוריה:נמיביה: דמוגרפיה Demographics of Nepal קטגוריה:נפאל: דמוגרפיה Demographics of New Zealand קטגוריה:ניו זילנד: דמוגרפיה Demographics of Nicaragua קטגוריה:ניקרגואה: דמוגרפיה Demographics of Nigeria דמוגרפיה של ניגריה Demographics of Nigeria קטגוריה:ניגריה: דמוגרפיה Demographics of Norway קטגוריה:נורווגיה: דמוגרפיה Demographics of Pakistan קטגוריה:פקיסטן: דמוגרפיה Demographics of Panama קטגוריה:פנמה: דמוגרפיה Demographics of Papua New Guinea קטגוריה:פפואה גינאה החדשה: דמוגרפיה Demographics of Peru קטגוריה:פרו: דמוגרפיה Demographics of Poland קטגוריה:פולין: דמוגרפיה Demographics of Russia קטגוריה:רוסיה: דמוגרפיה Demographics of Rwanda קטגוריה:רואנדה: דמוגרפיה Demographics of Scotland קטגוריה:סקוטלנד: דמוגרפיה Demographics of Serbia קטגוריה:סרביה: דמוגרפיה Demographics of Singapore קטגוריה:סינגפור: דמוגרפיה Demographics of Slovakia קטגוריה:סלובקיה: דמוגרפיה Demographics of Slovenia קטגוריה:סלובניה: דמוגרפיה Demographics of South Africa קטגוריה:דרום אפריקה: דמוגרפיה Demographics of South Sudan קטגוריה:דרום סודאן: דמוגרפיה Demographics of Sri Lanka קטגוריה:סרי לנקה: דמוגרפיה Demographics of Sudan קטגוריה:סודאן: דמוגרפיה Demographics of Suriname קטגוריה:סורינאם: דמוגרפיה Demographics of Sweden קטגוריה:שוודיה: דמוגרפיה Demographics of Switzerland קטגוריה:שווייץ: דמוגרפיה Demographics of Taiwan קטגוריה:הרפובליקה הסינית: דמוגרפיה Demographics of Tajikistan קטגוריה:טג'יקיסטן: דמוגרפיה Demographics of Tanzania קטגוריה:טנזניה: דמוגרפיה Demographics of Thailand קטגוריה:תאילנד: דמוגרפיה Demographics of Tunisia דמוגרפיה של תוניסיה Demographics of Tunisia קטגוריה:תוניסיה: דמוגרפיה Demographics of Turkey דמוגרפיה של טורקיה Demographics of Turkey קטגוריה:טורקיה: דמוגרפיה Demographics of Uganda קטגוריה:אוגנדה: דמוגרפיה Demographics of Ukraine קטגוריה:אוקראינה: דמוגרפיה Demographics of Uruguay קטגוריה:אורוגוואי: דמוגרפיה Demographics of Uzbekistan קטגוריה:אוזבקיסטן: דמוגרפיה Demographics of Venezuela קטגוריה:ונצואלה: דמוגרפיה Demographics of Vietnam קטגוריה:וייטנאם: דמוגרפיה Demographics of Yemen קטגוריה:תימן: דמוגרפיה Demographics of Yugoslavia קטגוריה:יוגוסלביה: דמוגרפיה Demographics of Zimbabwe קטגוריה:זימבבואה: דמוגרפיה Demographics of the Faroe Islands אוכלוסיית איי פארו Demographics of the Netherlands דמוגרפיה של הולנד Demographics of the Philippines קטגוריה:הפיליפינים: דמוגרפיה Demographics of the Soviet Union דמוגרפיה של ברית המועצות Demographics of the Soviet Union קטגוריה:ברית המועצות: דמוגרפיה Demographics of the United Kingdom קטגוריה:בריטניה: דמוגרפיה Demographics of the United States קטגוריה:ארצות הברית: דמוגרפיה Demographics of the world דמוגרפיה של העולם Demography דמוגרפיה Demography קטגוריה:דמוגרפיה Demography of the United States דמוגרפיה של ארצות הברית Demoiselle crane עגור חן Demolition הריסת מבנים Demolition Man איש ההרס Demon שד Demon Days Demon Days Demond Mallet דמונד מאלט Demonology דמונולוגיה Demons קטגוריה:שדים Demons שדים Demons in Christianity קטגוריה:שדים בנצרות Demons in Judaism קטגוריה:שדים ביהדות Demonstration הפגנה Demonstrative כינוי רמז Demoparty מסיבת דמואים Demophilus of Thespiae דמופילוס מתספיאה DemosDemon/Blag בלוג Demosponge ספוגנים Demosthenes דמוסתנס Demotic כתב דמוטי Dempsey דמפסי Demsky דמסקי Demyan Bedny דמיאן בדני Demyansk Pocket מבצע דמיאנסק Demydivka דמידיבקה Den Pobedy יום הניצחון Den Store Danske Encyklopædi האנציקלופדיה הדנית הגדולה Denali דנאלי Denali הר דנאלי Denali National Park and Preserve הפארק הלאומי דנאלי Denarius דנאריוס Denaturation דנטורציה Denazification דה-נאציפיקציה Denbighshire דנבישייר Denbighshire קטגוריה:דנבישייר Dendera Temple complex מקדש דנדרה Dendermonde דנדרמונדה Dendrimer דנדרימר Dendrite דנדריט Dendritic cell תא דנדריטי Dendrochronology תיארוך באמצעות טבעות עצים Dendrocnide moroides גימפי גימפי Dendronephthya ססגונית Dendropoma petraeum צינוריר בונה Dendrosenecio kilimanjari סביון ענק Deneb דנב Denebola דנבולה Denes nad Makedonija המנון מקדוניה Deng Xiaoping דנג שיאופינג Deng Yaping דנג יאפינג Dengfeng דנגפנג Dengue fever קדחת דנגי Denham's bustard חובת דנהם Denholm Elliott דנהולם אליוט Denial הכחשה Denial of Peter חרטת פטרוס Denial-of-service attack התקפת מניעת שירות Denial-of-service attacks קטגוריה:התקפות מניעת שירות Denigomodu District דניגומודו Denim דנים Denis דיוניסיוס הקדוש Denis Alibec דניס אליבק Denis Cheryshev דניס צ'רישב Denis Diderot דני דידרו Denis Fonvizin דניס פונביזין Denis Glushakov דניס גלושאקוב Denis Irwin דניס ארווין Denis Johnson דניס ג'ונסון Denis Kolodin דניס קולודין Denis Law דניס לאו Denis Lawson דניס לוסון Denis Leary דניס לירי Denis MacEoin דניס מק'יואן Denis Marconato דניס מרקונטו Denis Matsuev דניס מצוייב Denis McDonough דניס מקדאנה Denis Menchov דניס מנצ'וב Denis Michael Rohan מייקל רוהאן Denis Mukwege דניס מקווגי Denis O'Hare דניס או'הר Denis Pankratov דניס פנקראטוב Denis Papin דני פפן Denis Suárez דניס סוארס Denise Crosby דניס קרוסבי Denise Eger דניס אגר Denise Lewis דניס לואיס Denise Quiñones דניס קיניונס Denise Richards דניס ריצ'רדס Denisovan האדם הדניסובי Deniz Çakır דניז צ'קיר Denker דנקר Denmark דנמרק Denmark קטגוריה:דנמרק Denmark Strait מצר דנמרק Denmark at the Olympics דנמרק במשחקים האולימפיים Denmark in World War II דנמרק במלחמת העולם השנייה Denmark in World War II קטגוריה:דנמרק במלחמת העולם השנייה Denmark in the Eurovision Song Contest דנמרק באירוויזיון Denmark international footballers קטגוריה:כדורגלני נבחרת דנמרק Denmark location map templates קטגוריה:תבניות מיפוי לפי מדינות: דנמרק Denmark national basketball team נבחרת דנמרק בכדורסל Denmark national football team נבחרת דנמרק בכדורגל Denmark national football team managers קטגוריה:מאמני נבחרת דנמרק בכדורגל Denmark national football team navigational boxes קטגוריה:סגלי נבחרת דנמרק בכדורגל Denmark national under-21 football team נבחרת דנמרק בכדורגל עד גיל 21 Denmark squad 1986 FIFA World Cup תבנית:נבחרת דנמרק מונדיאל 1986 Denmark squad 1998 FIFA World Cup תבנית:נבחרת דנמרק במונדיאל 1998 Denmark squad 2002 FIFA World Cup תבנית:נבחרת דנמרק במונדיאל 2002 Denmark squad 2010 FIFA World Cup תבנית:נבחרת דנמרק במונדיאל 2010 Denmark squad UEFA Euro 1984 תבנית:נבחרת דנמרק יורו 1984 Denmark squad UEFA Euro 1988 תבנית:נבחרת דנמרק יורו 1988 Denmark squad UEFA Euro 1992 תבנית:נבחרת דנמרק יורו 1992 Denmark squad UEFA Euro 1996 תבנית:נבחרת דנמרק יורו 1996 Denmark squad UEFA Euro 2000 תבנית:נבחרת דנמרק ביורו 2000 Denmark squad UEFA Euro 2004 תבנית:נבחרת דנמרק יורו 2004 Denmark squad UEFA Euro 2012 תבנית:נבחרת דנמרק יורו 2012 Denmark templates קטגוריה:תבניות ניווט - דנמרק Denmark women's national football team נבחרת דנמרק בכדורגל נשים Denmark–Israel relations יחסי דנמרק-ישראל Denmark–Norway דנמרק-נורווגיה Dennery Quarter דנרי Dennis דניס Dennis Aogo דניס אאוגו Dennis Bergkamp דניס ברגקאמפ Dennis Christopher דניס כריסטופר Dennis Dugan דניס דוגן Dennis Evans דניס אוונס Dennis Franz דניס פרנץ Dennis Gabor דניס גאבור Dennis Hopper דניס הופר Dennis Johnson דניס ג'ונסון Dennis Kipruto Kimetto דניס קימטו Dennis Overbye דניס אוברבי Dennis Prager דניס פרגר Dennis Quaid דניס קווייד Dennis Rader דניס ראדר Dennis Ritchie דניס ריצ'י Dennis Rodman דניס רודמן Dennis Ross דניס רוס Dennis Schröder דניס שרדר Dennis Sciama דניס סיאמה Dennis Wise דניס וייז Dennis the Menace דני שובבני Denniss משתמש:Denniss Denpasar דנפסאר Dense order קבוצה סדורה צפופה Dense set קבוצה צפופה Denshawai Incident תקרית דינשאווי Density צפיפות Density צפיפות החומר Density functional theory תורת פונקציונל הצפיפות Density matrix אופרטור הצפיפות Density of states צפיפות המצבים Dent de Jaman דאן דה ז'אמאן Dent de Morcles דאן דה מורסל Dental and alveolar ejectives מסודק עיצור מכתשי Dental assistant סייעות ברפואת שיניים Dental barotrauma בארודונטלגיה Dental caries עששת Dental consonant עיצורים שיניים Dental drill מקדחת שיניים Dental ejective fricative מסודק חוכך עיצור שיני Dental extraction עקירת שן Dental fear דנטופוביה Dental floss חוט דנטלי Dental hygienist שיננות Dental implant שתל דנטלי Dental radiography צילום שיניים Dentin דנטין Dentist רופא שיניים Dentistry קטגוריה:רפואת שיניים Dentistry רפואת שיניים Dentistry in Israel רפואת שיניים#רפואת השיניים בישראל Dentists קטגוריה:רופאי שיניים Denudation חסיפה Denuvo Denuvo Denver דנוור Denver Broncos דנוור ברונקוס Denver International Airport נמל התעופה הבינלאומי דנוור Denver Nuggets דנוור נאגטס Denver Nuggets head coaches קטגוריה:מאמני דנוור נאגטס Denver Nuggets players קטגוריה:כדורסלני דנוור נאגטס Denying the antecedent הכחשת הפותח Denying the correlative הכחשת המתאם Denys Onyshchenko דניס אונישנקו Denzel Washington דנזל וושינגטון Denzil Douglas דנזל דאגלס Denílson דנילסון Denílson Pereira Neves דנילסון פריירה נבס Deodorant דאודורנט Deodoro da Fonseca דאודורו דה פונסקה Deon Thomas דיון תומאס Deontological ethics דאונטולוגיה Department of Conservation מחלקת השימור של ניו זילנד Department store חנות כלבו Department stores קטגוריה:חנויות כלבו Departments of Benin מחוזות בנין Departments of Bolivia מחוזות בוליביה Departments of Colombia מחוזות קולומביה Departments of Colombia קטגוריה:קולומביה: מחוזות Departments of El Salvador מחוזות אל סלוודור Departments of El Salvador קטגוריה:אל סלוודור: מחוזות Departments of France מחוזות צרפת Departments of France קטגוריה:צרפת: מחוזות Departments of France תבנית:מחוזות צרפת Departments of Guatemala מחוזות גואטמלה Departments of Haiti מחוזות האיטי Departments of Honduras מחוזות הונדורס Departments of Honduras קטגוריה:הונדורס: מחוזות Departments of Nicaragua מחוזות ניקרגואה Departments of Paraguay מחוזות פרגוואי Departments of Uruguay מחוזות אורוגוואי Departments of Uruguay קטגוריה:אורוגוואי: מחוזות Departments of the Republic of the Congo מחוזות הרפובליקה של קונגו Departments of the Republic of the Congo קטגוריה:הרפובליקה של קונגו: מחוזות Departments of Île-de-France קטגוריה:איל דה פראנס: מחוזות Departures פרידות Depeche Mode דפש מוד Depeche Mode קטגוריה:דפש מוד Depeche Mode תבנית:דפש מוד Depeche Mode albums קטגוריה:אלבומי דפש מוד Dependency תלות Dependency injection Dependency injection Dependency theory תאוריית התלות Dependent clause משפט משועבד Dependent personality disorder הפרעת אישיות תלותית Dependent territories in South America קטגוריה:אמריקה הדרומית: טריטוריות Depersonalization disorder הפרעת דה-פרסונליזציה Depictions of Muhammad תיאוריו של מוחמד Depleted uranium אורניום מדולדל Depletion region אזור מחסור Deployment diagram דיאגרמת פריסה Depok דפוק Deportation of the Crimean Tatars גירוש הטטרים מקרים Deportivo Alavés דפורטיבו אלאבס Deportivo Alavés managers קטגוריה:מאמני דפורטיבו אלאבס Deportivo Alavés players קטגוריה:כדורגלני אלאבס Deportivo Cali דפורטיבו קאלי Deportivo Cali footballers קטגוריה:כדורגלני דפורטיבו קאלי Deportivo Saprissa players קטגוריה:כדורגלני דפורטיבו סאפריסה Deportivo Toluca F.C. דפורטיבו טולוקה Deportivo Toluca F.C. managers קטגוריה:כדורגלני דפורטיבו טולוקה Deportivo Toluca F.C. players קטגוריה:כדורגלני דפורטיבו טולוקה Deportivo de La Coruña דפורטיבו לה קורוניה Deportivo de La Coruña managers קטגוריה:מאמני דפורטיבו לה קורוניה Deportivo de La Coruña players קטגוריה:כדורגלני דפורטיבו לה קורוניה Deposition דפוזיציה Depot medroxyprogesterone acetate דפו פרוברה Depreciation פחת Depression דכדוך Depression שפל כלכלי Depression שקע Depressions קטגוריה:שקעים Deprived Movement תנועת המקופחים Deprotonation דה-פרוטונציה Depth Corps מפקדת העומק Depth charge פצצת עומק Depth of field עומק שדה Depth perception תפיסת עומק Depth psychology פסיכולוגיית מעמקים Depth sounding אנך עומק Depth-first search אלגוריתם חיפוש לעומק Deputy Chairman of the Government of the Russian Federation סגן ראש ממשלת רוסיה Deputy Chiefs of Staff of the Israel Defense Forces תבנית:סגני הרמטכ"לים Deputy Prime Minister of the United Kingdom סגן ראש ממשלת בריטניה Deputy Prime Ministers of the United Kingdom קטגוריה:סגני ראש ממשלת בריטניה Deputy prime minister ממלא מקום ראש הממשלה Der דיר Der Blaue Reiter הפרש הכחול Der Eigene Der Eigene Der Emes דער עמעס Der Erlkönig שר היער Der Fuehrer's Face פניו של הפיהרר Der Jasager האומר כן / האומר לא Der Jude Der Jude Der Judenstaat מדינת היהודים Der Kontrabaß הקונטרבס Der Kreis המעגל Der Neinsager האומר כן / האומר לא Der Nister דער נסתר Der Ring des Nibelungen טבעת הניבלונגים Der Ring des Nibelungen תבנית:טבעת הניבלונגים Der Spiegel דר שפיגל Der Stürmer דר שטירמר Der er et yndigt land המנון דנמרק Derail שומטן Derailment שימוט Deraniyagala's beaked whale לווייתן מקור דרניאגלה Derazhne דרז'נה Derazhnia דרז'ניה Derbent דרבנט Derbi barceloní הדרבי של ברצלונה Derby דרבי Derby Cathedral קתדרלת דרבי Derby County F.C. דרבי קאונטי Derby County F.C. players קטגוריה:כדורגלני דרבי קאונטי Derby Museum and Art Gallery המוזיאון האמנותי של דרבי Derby della Madonnina הדרבי של מילאנו Derby of the eternal enemies הדרבי של אתונה Derbyshire דרבישייר Derbyshire קטגוריה:דרבישייר Derbyshire Milford מילפורד Derbyshire River Derwent דרוונט Derealization הפרעת דה-ריאליזציה Derech Hashem דרך ה' Derech Mitzvosecha דרך מצותיך Derek דרק Derek Boateng דרק בואטנג Derek Drouin דרק דרואין Derek Drymon דרק דריימון Derek Fisher דרק פישר Derek Hough דרק האף Derek Jacobi דרק ג'קובי Derek Jarman דרק ג'רמן Derek Jeter דרק ג'יטר Derek Penslar דרק פנסלר Derek Shulman דרק שולמן Derek Tapscott דרק טפסקוט Derek Walcott דרק וולקוט Derek and the Dominos דרק והדומינוס Derekh Eretz Rabbah דרך ארץ רבה Derekh Eretz Zutta מסכת דרך ארץ Derekh Hamelekh דרך המלך Derekh eretz דרך ארץ DerekvG/sandbox/old braintumor סרטן המוח DerekvG/sandbox/pg braintumor pt1 סרטן המוח Derg החונטה הצבאית האתיופית Deri דרעי Derivation אלגברה דיפרנציאלית Derivative נגזרים Derivative נגזרת Derivative work יצירה נגזרת Derivatives market שוק המעו"ף Derive Derive Derived set הקבוצה הנגזרת Derived stem בניין Dermatitis קטגוריה:דלקות עור וגרב Dermatoglyphics דרמטוגליפיקה Dermatologists קטגוריה:דרמטולוגים Dermatology קטגוריה:דרמטולוגיה Dermatology רפואת עור Dermatomyositis דרמטומיוזיטיס Dermatophytosis פטרת העור Dermestidae עוריתיים Dermestidae קטגוריה:עוריתיים Dermophiidae תולעניים Dermot Crowley דרמוט קראולי Deron Washington דרון וושינגטון Deron Williams דרן ויליאמס Deror avi משתמש:Deror avi Derren Brown דרן בראון Derrick Adkins דריק אדקינס Derrick Coleman דריק קולמן Derrick Favors דריק פייבורס Derrick Rose דריק רוז Derrick Sharp דריק שארפ Derrick Williams דריק ויליאמס Derry דרי Derry City F.C. players קטגוריה:כדורגלני דרי סיטי Dershowitz דרשוביץ Dersim massacre טבח דרסים Derventa דרוונטה Dervish דרוויש Dervla Kirwan דרוולה קירוואן Derwent דרוונט Derwent Cumberland Pencil Company Derwent Cumberland Pencil Company Derwent Valley Mills מפעלי עמק דרוונט Derweze דרווזה Derwin Kitchen דרווין קיצ'ן Deryck Cooke דריק קוק Deryck Whibley דריק ויבלי Des Knaben Wunderhorn קרן הפלא של הנער Des chiffres et des lettres תיק-תק Desalination התפלה Desargues's theorem משפט דזרג Descamisado חסרי החולצות Descendants היורשים Descendants of Genghis Khan קטגוריה:צאצאי ג'ינגיס חאן Descendants: Wicked World היורשים: עולם מרושע Descent דיסנט Deschooling Society ביטול בית הספר Deschutes National Forest היער הלאומי דשוטס Deschênes Commission ועדת דשיין Descriptive poetry שיר תיאורי Descriptive statistics סטטיסטיקה תאורית Desegregation אינטגרציה גזעית Desembarco del Granma National Park הפארק הלאומי דסאמבארקו דל גראנמה Desert מדבר Desert Air Force חיל האוויר המדברי Desert Column חיל המשלוח המצרי Desert castles מצודת מדבר Desert fauna קטגוריה:בעלי חיים מדבריים Desert finch חצוצרן שחור מקור Desert fox שועל המדבר Desert hedgehog קיפוד מדבר Desert kite עפיפון מדבר Desert lark עפרוני המדבר Desert long-eared bat אודנן Desert monitor כוח אפור Desert of Paran מדבר פארן Desert rose ורד מדבר Desert warthog חזיר יבלות מדברי Desertas Islands איי דזרטש Desertification מדבור Desertion עריקה Deserts קטגוריה:מדבריות Desiccator דסיקטור Desiderata Desiderata Desiderius Erasmus ארסמוס מרוטרדם Design עיצוב Design קטגוריה:עיצוב Design Museum מוזיאון העיצוב Design Museum Holon מוזיאון העיצוב חולון Design Your Universe Design Your Universe Design by contract חוזה Design museums קטגוריה:מוזיאוני עיצוב Design of Cities עיצוב של ערים Design review תיכון Design science research Design science research Design thinking חשיבה עיצובית Designate/Tim Pawlenty טים פולנטי Designated marksman קלע סער Designedge/Ursfelber אורס פלבר Designer מעצב Designer clothing בגדי מעצבים Designer drug סם פיצוציות Designers קטגוריה:מעצבים Designers by nationality קטגוריה:מעצבים לפי לאום Desire כמיהה Desiree Akhavan דזירה אחוואן Desktop environment שולחן עבודה Desktop publishing הוצאה לאור שולחנית Desktop publishing software קטגוריה:הוצאה לאור שולחנית Desmarest's hutia הוטיה קובנית Desmon Farmer דזמון פארמר Desmond Doyle דזמונד דויל Desmond Llewelyn דזמונד לואלין Desmond Morris דזמונד מוריס Desmond Tutu דזמונד טוטו Desmostachya bipinnata חילף החולות Desmostylia דסמוסטיליים Desperado דספרדו Desperate Housewives עקרות בית נואשות Desperation דספריישן Despicable Me גנוב על הירח Despicable Me 2 גנוב על המיניונים Despina דספינה Despoina דספינה Despot דספוט Despotate of Epirus נסיכות אפירוס Despotate of the Morea דספוטט מוראה Despotism עריץ Dessau דסאו Dessert קינוח Desserts קטגוריה:קינוחים Destination Moon הטיסה לירח Destination Unknown המרגלת היפה Destination: Void Destination: Void Destino דסטינו Destiny Destiny Destiny קטגוריה:גורל Destiny's Child דסטיניז צ'יילד Destiny's Child – Survivor.jpg קובץ:DC Survivor low.jpg Destroyed cities קטגוריה:ערים עתיקות שנהרסו Destroyed synagogues קטגוריה:בתי כנסת שנחרבו Destroyer משחתת Destroyers קטגוריה:משחתות Destroyers for Bases Agreement משחתות תמורת בסיסים Destroyers of the United States קטגוריה:משחתות בצי ארצות הברית Destruction דסטרקשן Destruction קטגוריה:אלבומי דסטרקשן Destruction of Syria's chemical weapons פירוק הנשק הכימי בסוריה Destruction of buildings קטגוריה:מבנים שנהרסו Destruction of chemical weapons פירוק נשק כימי Destruction of cultural heritage by ISIL הרס נכסי תרבות על ידי המדינה האסלאמית Destry Rides Again שובו של דיסטרי Desuetude דסואטודו Detachment מורה מחליף Detection theory תאוריית גילוי האותות Detective fiction ספרות בלשית Detective films קטגוריה:סרטי בלשים Detective140.JPG קובץ:Detective140.jpg Detention עיכוב Detergent דטרגנט Determinant דטרמיננטה Determinism דטרמיניזם Deterministic algorithm אלגוריתם דטרמיניסטי Deterministic finite automaton אוטומט סופי דטרמיניסטי Deterrence הרתעה Deterrence theory הרתעה Detlef Schrempf דטלף שרמפף Detlev-Rohwedder-Haus בית דטלף-רובדר Detmold דטמולד Detonating cord פתיל רועם Detonation velocity מהירות התפוצצות Detonator נפץ Detritus דטריטי Detroit דטרויט Detroit Falcons דטרויט פלקונס Detroit Lions דטרויט ליונס Detroit Pistons דטרויט פיסטונס Detroit Pistons head coaches קטגוריה:מאמני דטרויט פיסטונס Detroit Pistons players קטגוריה:כדורסלני דטרויט פיסטונס Detroit Red Wings דטרויט רד וינגס Detroit River דטרויט Detroit Rock City Detroit Rock City Detroit Symphony Orchestra תזמורת דטרויט Detroit Tigers דטרויט טייגרס Dettifoss מפלי דטיפוס Deucalion דאוקליון Deudorix livia כחליל הרימון Deus דאוס Deus Ex Deus Ex Deus ex machina דאוס אקס מכינה Deuterium דאוטריום Deuterocanonical books הספרים החיצוניים Deuteronomist האסכולה הדויטרונומיסטית Deuteronomy Rabbah דברים רבה Deuterostome שניוני הפה Deutsch דויטש Deutsche Bahn דויטשה באן Deutsche Bank דויטשה בנק Deutsche Bundesbank דויטשה בונדסבנק Deutsche Grammophon דויטשה גרמופון Deutsche Mark מארק גרמני Deutsche Oper Berlin דויטשה אופר ברלין Deutsche Physik פיזיקה גרמנית Deutsche Reichsbahn דויטשה רייכסבאן Deutsche Telekom דויטשה טלקום Deutsche Welle דויטשה ולה Deutscher Werkbund ורקבונד Deutsches Eck הפינה הגרמנית Deutsches Historisches Museum המוזיאון הגרמני להיסטוריה Deutsches Museum המוזיאון הגרמני Deutsches Symphonie-Orchester Berlin התזמורת הסימפונית הגרמנית Deutsches Theater דויטשס תיאטר Deutschland-class cruiser אוניית מערכה זוטא Deutschlandlied המנון גרמניה Deutsch–Jozsa algorithm אלגוריתם דויטש-ג'וזה Deux-Sèvres דה-סוור Dev דב Dev Patel דב פאטל Dev-C++ Dev-C++ Deva דאוואס Devaluation פיחות מטבע Devanagari דוונאגרי Devarim פרשת דברים Devekut דבקות Developed country מדינה מפותחת Developing country מדינה מתפתחת Development התפתחות Development Minister of Israel משרד הפיתוח Development and Peace פיתוח ושלום Development of human lung אמבריולוגיה של מערכת הנשימה Development of the urinary system אמבריולוגיה של הכליה Development town עיירת פיתוח Developmental biology ביולוגיה התפתחותית Developmental biology קטגוריה:ביולוגיה התפתחותית Developmental coordination disorder דיספרקסיה התפתחותית Developmental disability עיכוב התפתחותי Developmental psychologists קטגוריה:פסיכולוגים התפתחותיים Developmental psychology פסיכולוגיה התפתחותית Developmental psychology קטגוריה:פסיכולוגיה התפתחותית Devendra Banhart דבנדרה בנהארט Deventer דוונטר Deversoir Air Base דוורסואר Deviance סטייה חברתית DeviantArt Deviantart Deviation סטייה Device driver מנהל התקן Devil May Cry Devil May Cry Devil sticks דוויל סטיק Devil's Island אי השדים Devil's Night Devil's Night Devil's Tramping Ground אדמת הפסיעה של השטן Devil's advocate פרקליט השטן Devil's curve עקומת השטן Devil's food cake עוגת מזון השטן Devils Tower מגדל השטן Devils on horseback שטנים על סוסים Devin Booker דווין בוקר Devin Harris דווין האריס Devin Nunes דווין נונז Devin Smith דווין סמית' Devnya דווניה Devolution in the United Kingdom תבנית:האצלת סמכויות בבריטניה Devon דבון Devon קטגוריה:דבון Devon Island דבון Devon Plymouth קטגוריה:פלימות' Devon Rex דבון רקס Devon Werkheiser דבון ורקהייזר Devonian דבון Devorah Baron דבורה בארון Devín Castle טירת דווין Devşirme דוושירמה Dew טל Dew point נקודת הטל Dewey דיואי Dewey Decimal Classification שיטת דיואי Dewoitine D.520 דבואטין D.520 Dexia דקסיה Dexmethylphenidate דקסמתילפנידאט Dexter דקסטר Dexter Award פרס דקסטר Dexter Gordon דקסטר גורדון Dexter Jackson דקסטר ג'קסון Dexter's Laboratory המעבדה של דקסטר Dextrocardia דקסטרוקרדיה Dey דיי Deyzh חסידות דעש Dezső Földes דז'ו פולדס Df Df Dgatez שון קומבס Dgebuadze דגבואדזה Dgl User:דגל Dhafer Youssef דאפר יוסף Dhahran דהראן Dhaka דאקה Dhale Governorate א-דאלע Dhamar Governorate דמאר Dhanvantari דנוונטרי Dharahara דהרהרא Dharamsala דרמסאלה Dharma דהרמה Dharma & Greg דארמה וגרג Dhatfield/Sandbox כלי Dhe Ҙ Dheisheh דהיישה Dhi Qar Governorate ד'י קאר Dhimmi ד'ימי Dhivehi League ליגת העל המלדיבית Dhole דהול Dhollm/beam theory ???? ????? ?????? Dhow דאו Dhu Nuwas יוסף ד'ו נואס Dhu al-Hijjah ד'ו אל-חיג'ה Dhu al-Qi'dah ד'ו אל-קעדה Di Stefano די סטפאנו Dia דיה Dia Saba דיא סבע Diabelli Variations וריאציות דיאבלי Diabetes קטגוריה:סוכרת Diabetes insipidus תפלת השתן Diabetes mellitus סוכרת Diabetes mellitus and pregnancy סוכרת בהיריון Diabetic ketoacidosis חמצת קטוטית סוכרתית Diabetic nephropathy נפרופתיה סוכרתית Diablerets דיאבלרה Diablerets Glacier דיאבלרה Diablo דיאבלו Diabloceratops דיאבלוצרטופס Diabolo דיאבולו Diacritic סימן דיאקריטי Diacritics קטגוריה:סימנים דיאקריטיים Diadem עטרה Diademed sifaka סיפאקה מעוטרת Diadochi מלחמות הדיאדוכים Diadochi קטגוריה:דיאדוכים Diadumenos קושר הסרט Diaeresis אומלאוט Diageo דיאג'יו Diagnosis אבחנה Diagnostic and Statistical Manual of Mental Disorders DSM Diagonal אלכסון Diagonal intersection חיתוך אלכסוני Diagonal lemma לכסון Diagonal matrix מטריצה אלכסונית Diagonalizable matrix מטריצה לכסינה Diagonalization לכסון Diagoras of Melos דיאגוראס ממלוס Diagram תרשים Diahann Carroll דיאן קארול Diakonisches Werk מסדר הדיאקוניסות Dial M for Murder אליבי Dial-up Internet access חיבור Dial-up Dialect ניב Dialect continuum דיאלקט קונטינואום Dialectic דיאלקטיקה Dialectical materialism מטריאליזם דיאלקטי Dialog box תיבת דו-שיח Dialogue דיאלוג Dialogue Concerning the Two Chief World Systems דיאלוג על שתי מערכות העולם המרכזיות Dialogue in the Dark דיאלוג בחשכה Dialogue with Trypho דיאלוג עם טריפון היהודי Dialogues of Plato קטגוריה:דיאלוגים אפלטוניים Dialogues of Plato תבנית:דיאלוגים אפלטוניים Dialysis דיאליזה Diamagnetism דיאמגנטיות Diameter קוטר Diamon Simpson דיימון סימפסון Diamond דיאמונד Diamond יהלום Diamond קטגוריה:יהלום Diamond D דיאמונד די Diamond District אזור היהלומים Diamond Dogs Diamond Dogs Diamond Exchange District מתחם הבורסה Diamond Head דיאמונד הד Diamond Jubilee Concert קונצרט יובל היהלום Diamond Jubilee of Elizabeth II יובל היהלום למלכות אליזבת השנייה Diamond Tower מגדל יהלום Diamond color יהלום צבעוני Diamond dealers קטגוריה:מסחר ביהלומים Diamond interchange מחלף יהלום Diamond model מודל היהלום Diamond2 משתמש:Diamond Diamonds Diamonds Diamonds תבנית:יהלום Diamonds Are Forever יהלומים לנצח Diamonds World Tour Diamonds World Tour Diamonds from Sierra Leone Diamonds from Sierra Leone Dian Fossey דיאן פוסי Diana דיאנה Diana שבעת הספרים של דיאנה Diana Abgar דיאנה אבגר Diana Damrau דיאנה דאמראו Diana Gabaldon דיאנה גבלדון Diana Golbi דיאנה גולבי Diana Krall דיאנה קרול Diana Mocanu דיאנה מוקאנו Diana Muldaur דיאנה מולדואר Diana Nyad דיאנה ניאד Diana Princess of Wales Memorial Walk מסלול ההליכה על שם הנסיכה דיאנה Diana Rigg דיאנה ריג Diana Ross דיאנה רוס Diana Scarwid דיאנה סקרוויד Diana Taurasi דיאנה טוראסי Diana Vreeland דיאנה פרילנד Diana Wynne Jones דיאנה וין ג'ונס Diana monkey גנון דיאנה Diane Arbus דיאן ארבוס Diane Cilento דיאן סילנטו Diane Keaton דיאן קיטון Diane Kruger דיאן קרוגר Diane Ladd דיאן לאד Diane Lane דיאן ליין Diane Sawyer דיאן סויר Diane Setterfield דיאן סטרפילד Diane Varsi דיאן וארסי Diane Venora דיאן ונורה Diane Warren דיאן וורן Diane d'Andoins דיאן ד'אנדואן Diane de Poitiers דיאן דה פואטייה Diane von Fürstenberg דיאן פון פירסטנברג Dianna Agron דיאנה אגרון Dianne Feinstein דיאן פיינסטיין Dianne Wiest דיאן ויסט Dianthus ציפורן Diaolou דיאולואו וכפרים בקאיפינג Diaoyutai State Guesthouse דיאויוטאי סטייט גסטהאוס Diapause דיאפאוזה Diaper חיתול Diaphragm דיאפרגמה Diaphragm צמצם Diaphragmatic breathing נשימה סרעפתית Diaporama מצגת שקפים Diapsid דיאפסידה Diarchy דיארכיה Diaries קטגוריה:יומנים Diarists קטגוריה:כותבי יומן Diarmait Mac Murchada דרמוט מק'מורו Diarrhea שלשול Diary יומן Diary of a Wimpy Kid יומנו של חנון Diary of a Wimpy Kid תבנית:יומנו של חנון Diary of a Wimpy Kid: Cabin Fever יומנו של חנון - מכת קור Diary of a Wimpy Kid: Dog Days יומנו של חנון - קיץ קטלני Diary of a Wimpy Kid: Dog Days יומנו של חנון 3: קיץ קטלני Diary of a Wimpy Kid: Hard Luck יומנו של חנון - משחקי מזל Diary of a Wimpy Kid: Old School יומנו של חנון - קולות מהעבר Diary of a Wimpy Kid: Rodrick Rules יומנו של חנון - רודריק שולט Diary of a Wimpy Kid: Rodrick Rules יומנו של חנון 2: רודריק שולט Diary of a Wimpy Kid: The Last Straw יומנו של חנון - הקש האחרון Diary of a Wimpy Kid: The Long Haul יומנו של חנון - חופשה על גלגלים Diary of a Wimpy Kid: The Third Wheel יומנו של חנון - הצלע השלישית Diary of a Wimpy Kid: The Ugly Truth יומנו של חנון - עובדות החיים Diaspora דיאספורה Diaspora Jew יהודי גלותי Diastasis recti הפרדות בטנית Diatessaron דיאטסרון Diathesis–stress model מודל רגישות-דחק Diatom צורניות Diatomaceous earth דיאטומיט Diatomic molecule מולקולה דו-אטומית Diatonic function הרמוניה טונאלית פונקציונאלית Diatonic scale סולם דיאטוני Diatreme דיאטרם Diaz דיאז Diazepam דיאזפאם Diazepine דיאזפין Dibaba דיבאבה Dibamidae דיבמיים Dibatag צבי קלארק Dibrisim/Perception draft תפיסה Dibs in Search of Self הילד המחפש את זהותו דיבס Dice קוביית משחק Dice games קטגוריה:משחקי קובייה Dice snake נחש-מים Dicentrarchus לברק Dichloromethane דיכלורומתאן Dichlorophenolindophenol דיכלורופנול אינדופנול Dichotomy דיכוטומיה Dick דיק Dick Advocaat דיק אדבוקאט Dick Cheney דיק צ'ייני Dick Contino דיק קונטינו Dick Couch דיק קאוץ' Dick Durbin דיק דרבין Dick Fosbury דיק פוסברי Dick Francis דיק פרנסיס Dick Gephardt דיק גפהארדט Dick Gregory דיק גרגורי Dick McGuire דיק מקגווייר Dick Morris דיק מוריס Dick Roth דיק רות' Dick Tracy דיק טרייסי Dick Turpin דיק טרפין Dick Van Dyke דיק ואן דייק Dick Wolf דיק וולף Dickensian עלילות דיקנס Dickin Medal מדליית דיקין Dickinson דיקנסון Dickinson Richards דיקינסון וו. ריצ'רדס Dicky & Dawn Ricky Nicky דיקי ודון ריקי ניקי Diclofenac דיקלופנק Dicotyledon דו-פסיגיים Dicroglossidae דיקרוגלוסיים Dict.cc Dict.cc Dictation הכתבה Dictation machine דיקטפון Dictator דיקטטור Dictator game משחק הדיקטטור Dictatorship דיקטטורה Dictatorship of the proletariat דיקטטורה של הפרולטריון Dictatus papae התכתיב האפיפיורי Dictionaries קטגוריה:מילונים Dictionary מילון Dictionary of the Khazars מילון הכוזרים Dictionary software קטגוריה:תוכנות מילון Dictyoptera קטגוריה:תיקאים Dicyanoacetylene די-ציאנו אצטילן Did You Hear About the Morgans? על הזוג מורגן שמעתם? Did you know ויקיפדיה:הידעת? Did you know תבנית:הידעת? Dida דידה Didactic method דידקטיקה Didacticism דידקטיות Didgeridoo דידג'רידו Didi דידי Didi ואלדיר פריירה Didi Chuxing דידי צ'אושינג Didi Menosi דידי מנוסי Didier Brossou דידייה ברוסו Didier Burkhalter דידייה בורקהלטר Didier Deschamps דידייה דשאן Didier Drogba דידייה דרוגבה Didier Kevernburg User:Didier Kevernburg Didier Van Cauwelaert דידייה ואן קאווליר Didier Zokora דידייה זוקורה Didiom דידיום Didius Julianus דידיוס יוליאנוס Dido דידו Dido דיידו Dido קטגוריה:אלבומי דיידו Dido Elizabeth Belle דיידו אליזבת בל Dido Kvaternik אאוגן קווטרניק Dido and Aeneas דידו ואניאס Didube Pantheon פנתאון דידובה Didymoteicho דידימוטיכו Die פיסת סיליקון Die Another Day למות ביום אחר Die Antwoord Die Antwoord Die Brücke הגשר Die Entführung aus dem Serail החטיפה מן ההרמון Die Feen הפיות Die Fledermaus העטלף Die Forelle דג השמך Die Gedanken sind frei המחשבות הן חופשיות Die Hard מת לחיות Die Hard תבנית:סרטי מת לחיות Die Hard 2 מת לחיות 2 Die Hard with a Vengeance מת לחיות 3 Die Hochzeit החתונה Die Jüdin von Toledo היהודיה מטולדו Die Meistersinger von Nürnberg אמני השירה מנירנברג Die Toten Hosen Die Toten Hosen Die Wacht am Rhein משמר הריין Die Walküre הוולקירות Die Welt די ולט Die Weltbühne די ולטבינה Die Young Die Young Die Zeit די צייט Die erste Walpurgisnacht ליל ולפורגיס הראשון Die schöne Müllerin הטוחנת היפה Die Ärzte די ארצטה Dieffenbachia דיפנבכיה Diego דייגו ריבאס דה קוניה Diego Alves דייגו אלבס Diego Antonio Reyes דייגו אנטוניו רייס Diego Benaglio דייגו בנאליו Diego Buonanotte דייגו בונאנוטה Diego Calvo דייגו קלבו Diego Contento דייגו קונטנטו Diego Costa דייגו קוסטה Diego Crosa דייגו קרוסה Diego Forlán דייגו פורלאן Diego Garcia דייגו גרסיה Diego Godín דייגו גודין Diego Grez Bot משתמש:Diego Grez Bot Diego Hypólito דייגו היפוליטו Diego Klattenhoff דייגו קלאטנהוף Diego Klimowicz דייגו קלימוביץ' Diego Llorente דייגו יורנטה Diego Lugano דייגו לוגאנו Diego Luna דייגו לונה Diego López Rodríguez דייגו לופס Diego Maradona דייגו מראדונה Diego Martínez דייגו מרטינס Diego Milito דייגו מיליטו Diego Moya/Mouse עכבר Diego Placente דייגו פלסנטה Diego Pérez דייגו פרס Diego Ramírez Islands איי דייגו ראמירס Diego Ramírez de Arellano דייגו ראמירס דה ארייאנו Diego Rivera דייגו ריברה Diego Simeone דייגו סימאונה Diego Valeri דייגו ואלרי Diego Velázquez דייגו ולסקס Diego Velázquez de Cuéllar דייגו ולאסקס דה קואיאר Diego de Salinas דייגו דה סלינאס Diekirch דיקירך Dielectric חומר דיאלקטרי Dielectric heating חימום דיאלקטרי Dielectric spectroscopy מדידות עכבה חשמלית Diels–Alder reaction תגובת דילס-אלדר Diencephalon מוח הביניים Dienekes דיאנקס Dienogest דיאנוגסט Dieppe דייפ Dieppe Canadian War Cemetery בית הקברות הצבאי הקנדי בדייפ Dieppe Raid הפשיטה על דייפ Dies Irae דיאס אירה Diesel דיזל Diesel engine מנוע דיזל Diesel fuel סולר Dieselpunk דיזלפאנק Diet דיאט Diet דיאטה Diet Coke דיאט קוקה-קולה Diet Coke and Mentos eruption התפרצות כתוצאה מהתגרענות Dietary element מינרל Dietary fiber סיבים תזונתיים Dietary supplement תוסף תזונה Dietary supplements קטגוריה:תוספי תזונה Dieter Brenninger דיטר ברנינגר Dieter Burdenski דיטר בורדנסקי Dieter Eilts דיטר איילטס Dieter Hoeneß דיטר הנס Dieter Müller דיטר מילר Dieter Wisliceny דיטר ויסליצני Dieterich Buxtehude דיטריך בוקסטהודה Diethyl ether דיאתיל אתר Diethylene glycol די אתילן גליקול Dieting דיאטת הרזיה Dietitian דיאטן קליני Dietmar Hamann דיטמר האמאן Dietrich Bonhoeffer דיטריך בונהופר Dietrich Fischer-Dieskau דיטריך פישר-דיסקאו Dietrich Mateschitz דיטריך מאטשיץ Dietrich von Choltitz דיטריך פון קולטיץ Dietrich von Saucken דיטריך פון זאוקן Diets קטגוריה:דיאטות Dieu et mon droit אלוהים וזכותי שלי Dieudonné דיידונה Dieudonné M'bala M'bala דיידונה מ'באלה מ'באלה Dieudonné determinant דטרמיננטת דודונה Dieuze דיאז Dievturība דייבטוריבה Diezmo מעשר כספים Diff תבנית:הבדל בין גרסאות Diff'rent Strokes על טעם ועל ריח Diffeomorphism דיפאומורפיזם Difference engine מנוע הפרשים Difference of two squares הפרש ריבועים Different Class Different Class Different types of boundary conditions in fluid dynamics תנאי גבול בדינמיקה של זורמים Differentiable function פונקציה דיפרנציאבילית Differential דיפרנציאל Differential accumulation הצטברות דיפרנציאלית Differential algebra קטגוריה:אלגברה דיפרנציאלית Differential amplifier מגבר הפרש Differential cryptanalysis קריפטאנליזה דיפרנציאלית Differential diagnosis אבחנה מבדלת Differential equation משוואה דיפרנציאלית Differential equations קטגוריה:משוואות דיפרנציאליות Differential fault analysis התקפת שיבוש Differential form תבנית דיפרנציאלית Differential game משחק דיפרנציאלי Differential geometry גאומטריה דיפרנציאלית Differential geometry קטגוריה:גאומטריה דיפרנציאלית Differential graded algebra אלגברה דיפרנציאלית מדורגת Differential of a function דיפרנציאל Differential operators קטגוריה:אופרטורים דיפרנציאליים Differential structure יריעה חלקה Differential topology טופולוגיה דיפרנציאלית Differentiation rules נגזרת Diffie–Hellman key exchange פרוטוקול דיפי-הלמן Diffraction עקיפה Diffraction grating סריג עקיפה Diffuse large B-cell lymphoma לימפומה מפושטת של תאי B Diffusion פעפוע Diffusion of innovations דיפוזיית החידושים Diffusion pump משאבת דיפוזיה Diffusion-controlled reaction תגובה מבוקרת דיפוזיה Dig דיג Digamma דיגמא Digary User:Digary Digastric muscle השריר הדו-בטני Digerati דיג'רטי Digestion עיכול Digestive diseases קטגוריה:מחלות מערכת העיכול Digg Digg Digger דיגר Diggin' in the Crates Crew Diggin' in the Crates Crew Digimon דיג'ימון Digimon Data Squad דיג'ימון יחידה דיגיטלית Digiscoping דיגיסקופיה Digit אצבע Digit ratio יחס אצבעות Digital Equipment Corporation DEC Digital Fortress שם הצופן: מבצר דיגיטלי Digital Games Research Association DiGRA Digital Signal 1 T1 Digital Signature Algorithm Digital Signature Algorithm Digital Video Broadcasting שידור וידאו דיגיטלי Digital Visual Interface DVI Digital art אמנות דיגיטלית Digital art קטגוריה:טכניקות דיגיטליות Digital audio הקלטה דיגיטלית Digital audio players קטגוריה:נגני שמע דיגיטליים Digital broadcasting קטגוריה:שידור דיגיטלי Digital broadcasting שידור דיגיטלי Digital cameras קטגוריה:דגמי מצלמות דיגיטליות Digital circuits קטגוריה:מעגלים ספרתיים Digital container format פורמט מכל Digital data דיגיטלי/אנלוגי Digital distribution הפצה דיגיטלית Digital divide הפער הדיגיטלי Digital electronics אלקטרוניקה ספרתית Digital geologic mapping מפה גאולוגית#מפה דיגיטלית Digital humanities מדעי הרוח הדיגיטליים Digital illustration איור ממוחשב Digital inheritance עיזבון דיגיטלי Digital journalism עיתונות מקוונת Digital libraries קטגוריה:ספריות דיגיטליות Digital library ספרייה דיגיטלית Digital literacy אוריינות דיגיטלית Digital marketing שיווק דיגיטלי Digital media מדיה דיגיטלית Digital media receiver מזרים מדיה Digital native יליד דיגיטלי Digital photography צילום דיגיטלי Digital piano פסנתר אלקטרוני Digital rights management ניהול זכויות דיגיטלי Digital root סכום ספרות סופי Digital signal processing עיבוד אותות ספרתי Digital signal processor מעבדי אות ספרתיים Digital signature חתימה דיגיטלית Digital subscriber line DSL Digital subscriber line access multiplexer DSLAM Digital terrestrial television שידור טלוויזיה דיגיטלי קרקעי Digital typography קטגוריה:טיפוגרפיה דיגיטלית Digital video broadcast standards תבנית:תקנים של שידורי הווידאו הדיגיטלי Digital video recorder מקליט וידאו דיגיטלי Digital video recorders קטגוריה:תוכנות PVR Digital wallet ארנק דיגיטלי Digital-to-analog converter DAC Digitalis purpurea אצבעונית ארגמנית Digitizing דיגיטציה Diglossia דיגלוסיה Diglyceride דיגליצריד Dignitas דיגניטאס Dignitas - To live with dignity - To die with dignity דיגניטאס Dignity Dignity Dignity כבוד האדם Digor people דיגורים Digoxin דיגוקסין Dihedral angle זווית דו-מישור Dihedral group חבורה דיהדרלית Dihya קהינה Dihydrofolate reductase דיהידרופולאט רדוקטאז Dihydrogen monoxide hoax דו-מימן חד-חמצני Dihydrotestosterone דיהידרוטסטוסטרון Dihydroxyacetone phosphate דהידרוקסיאצטון פוספט Dijkstra Prize פרס דייקסטרה Dijkstra Prize laureates קטגוריה:זוכי פרס דייקסטרה Dijkstra's algorithm אלגוריתם דייקסטרה Dijon דיז'ון Dijon FCO players קטגוריה:כדורגלני דיז'ון Dijon Thompson דיז'ון תומפסון Dik-dik דיקדיק Dike דייק Dikembe Mutombo דיקמבה מוטומבו Dikko affair חטיפת אומרו דיקו Dikla Elkaslassy דקלה אלקסלסי Dikson דיקסון Dil Na'od קיסר אקסום דיל נהואד Dilated cardiomyopathy קרדיומיופתיה מורחבת Dilbat דילבת Dilbert דילברט Dildo דילדו Dilegim/Dijital İmza Algoritması Digital Signature Algorithm Dileita Mohamed Dileita דליטה מוחמד דליטה Dilemma Dilemma Dilemma דילמה Dili דילי Dili District דילי Dilip Shanghvi דיליפ שאנגווי Dill שבת ריחני Dillon דילון Dilma Rousseff דילמה רוסף Dilmun דילמון Dilophosaurus דילופוזאורוס Diloreto/sandbox ארגון Dilution of precision DOP Dim sum דים סאם Dim sum קטגוריה:דים סאם Dima Bilan דימה בילאן DimaY2K User:DimaY2K Dimanic94 Dimanic94 Dime דיים Dimebag Darrell דיימבאג דארל Dimension ממד Dimension stone אבן לבנייה Dimensional analysis אנליזה ממדית Dimensionless quantity גודל חסר ממד Dimer דימר Dimethyl ether דימתיל אתר Dimethyl methylphosphonate דימתיל מתילפוספונט Dimethyl sulfoxide דימתיל סולפוקסיד Dimetrodon דימטרודון Dimi דימי Diminishing returns תפוקה שולית פוחתת Diminutive צורת הקטנה Dimitar Berbatov דימיטאר ברבאטוב Dimitar Ganev דימיטר גנב Dimitar Geshov דימיטר גשוב Dimitar Grekov דימיטר גרקוב Dimitar Iliev Popov דימיטר פופוב Dimitar Makriev דימיטאר מקרייב Dimitar Penev דימיטר פנב Dimitar Peshev דימיטר פשב Dimitar Petkov דימיטר פטקוב Dimitar Rangelov דימיטאר ראנגלוב Dimitar Stanchov דימיטר סטאנצ'וב Dimitar Telkiyski דימיטר טלקייסקי Dimitra Galani דימיטרה גלני Dimitri Kipiani דימיטרי קיפיאני Dimitri Mitropoulos דימיטרי מיטרופולוס Dimitri Payet דימיטרי פאייה Dimitri Tiomkin דימיטרי טיומקין Dimitri Vegas & Like Mike Dimitri Vegas & Like Mike Dimitri1cantemir/sandbox אורפיאו Dimitrie Brătianu דומיטרו ברטיאנו Dimitrie Cantemir דימיטריה קנטמיר Dimitrie Ghica דימיטריה גיקה Dimitrie Sturdza דימיטריה סטורדזה Dimitrios Hatzis דימיטריס חדזיס Dimitris Diamantidis דימיטריס דיאמנטידיס Dimitris Mitropanos דימיטריס מיטרופאנוס Dimitris Salpingidis דימיטריס סלפינגידיס Dimitrovgrad דימיטרובגראד Dimmer עמעם Dimmu Borgir דימו בורגיר Dimona דימונה Dimona קטגוריה:דימונה Dimona Radar Facility מתקן המכ"ם בדימונה Dimona Railway Station תחנת הרכבת דימונה Dimov דימוב Dimple גומת חן Din Din Aviv דין דין אביב Dina Babbitt דינה באביט Dina Feitelson דינה פייטלסון Dina Feldman דינה פלדמן Dina Meyer דיינה מייר Dina Porat דינה פורת Dina Pronicheva דינה פרוניצ'בה Dina Rubina דינה רובינה Dina bint 'Abdu'l-Hamid מלכת ירדן דינה Dina d'malkhuta dina דינא דמלכותא דינא Dinaburg FC דינאבורג Dinah דינה Dinah Shore דינה שור Dinah Washington דיינה וושינגטון Dinamo Basket Sassari דינמו סאסארי Dinamo Basket Sassari players קטגוריה:כדורסלני דינמו סאסארי Dinamo Stadium אצטדיון דינמו Dinamo–Red Star riot מהומות דינמו זאגרב-הכוכב האדום בלגרד Dinan דינאן Dinant דינאן Dinar דינר Dinara Safina דינארה סאפינה Dinaric Alps האלפים הדינריים Diner דיינר Diners Club International דיינרס קלאב אינטרנשיונל Dinesh D'Souza דינש ד'סוזה Ding דינג Ding Dong Ding Dong Ding Dong דינג דונג Ding Liren דינג לירן Ding ware חרסינת דינג Dingo דינגו Dini's theorem משפט דיני Dinilysia דיניליסיה Dining philosophers problem בעיית הפילוסופים הסועדים Dining room חדר אוכל Diniyar Bilyaletdinov דיניאר ביליאלטדינוב Dinka people דינקה Dinko Šakić דינקו שאקיץ' Dinmukhamed Konayev דינמוחמד קונאייב Dinner for Schmucks אידיוט מושלם Dino Babies תינוזאורים בפעולה Dino Baggio דינו באג'ו Dino De Laurentiis דינו דה-לורנטיס Dino Grandi דינו גראנדי Dino Meneghin דינו מנגין Dino Ndlovu דינו אנדלובו Dino Rađa דינו ראדג'ה Dino Time העולם על פי דינו Dino Zoff דינו זוף Dino Škvorc דינו שקוורץ Dinocerata דינוצרטים Dinomyidae דינומיסיים Dinosaur דינוזאור Dinosaur דינוזאורים Dinosaur Jr. דינוזאור ג'וניור Dinosaur King מלך הדינוזאורים Dinosaur National Monument המונומנט הלאומי דינוזאור Dinosaur Provincial Park הפארק הפרובינציאלי דינוזאור Dinosaur films קטגוריה:סרטי דינוזאורים Dinosaur stubs קטגוריה:קצרמר דינוזאורים Dinosaurs Up-to-Date Encyclopedia for Dinosaur Lovers of All Ages Dinosaurs: The Most Complete Dinosaurs דינוזאורים Dinosaurs קטגוריה:דינוזאוריה Dinov חסידות דינוב Dinu Lipatti דינו ליפאטי Dinur דינור Dio דיו Diocese דיוקסיה Diocese of Rome הדיוקסיה של רומא Diocletian דיוקלטיאנוס Diocletian window חלון תרמאלי Diocletian's Palace ארמון דיוקלטיאנוס Diode דיודה Diode bridge גשר דיודות Diodes קטגוריה:דיודות Diodorus Siculus דיודורוס סיקולוס Diodotus Tryphon דיודוטוס טריפון Diogenes דיוגנס Diogenes Laërtius דיוגנס לארטיוס Diogenes of Apollonia דיוגנס מאפולוניה Diogenes of Sinope דיוגנס Diogo Cão דיוגו קאו Diogo Dias דיוגו דיאש Diogo Kachuba דייגו קאצ'ובה Diolkos דיולקוס Diomede Islands איי דיומד Diomedes דיומדס Dion Dowell דיון דאוול Dion Waiters דיון וייטרס Dioncounda Traoré דיונקונדה טראורה Dione דיוני Dionisio Aguado y García דיוניסיו אגואדו Dionne Warwick דיון וורוויק Dionysia דיוניסיה Dionysius Exiguus דיוניסיוס העניו Dionysius I of Syracuse דיוניסיוס הראשון Dionysius of Halicarnassus דיוניסיוס מהליקרנסוס Dionysius the Phocaean דיוניסיוס איש פוקאיה Dionysus דיוניסוס Diophantine approximation קירוב דיופנטי Diophantine equation משוואה דיופנטית Diophantine equations קטגוריה:משוואות דיופנטיות Diophantine set הבעיה העשירית של הילברט Diophantus דיופנטוס Diopside דיופסיד Dioptre דיופטר Diorama Diorama Diorama דיורמה Diorite דיוריט Dioscorus דיוסקורוס Diospyros ebenum הובנה Diospyros kaki אפרסמון Diotima of Mantinea דיוטימה Diouf דיוף Diourbel דיורבל Dip slope מדרון דיפ Dip-pen nanolithography ננוליתוגרפיית עט נובע Dipendra of Nepal מלך נפאל דיפנדרה Dipeptidyl peptidase-4 inhibitor מעכבי האנזים Dipeptidyl Peptidase IV Diphallia דיפאליה Diphtheria דיפתריה Diphthong דיפתונג Diplo דיפלו Diplodactylidae דיפלודקטיליים Diplodocid דיפלודוקיים Diplodocoids קטגוריה:דיפלודוקיים Diplodocus דיפלודוקוס Diplodus סרגוס Diploma mill בית חרושת לתארים Diplomacy דיפלומטיה Diplomat דיפלומט Diplomatic Reception Room חדר קבלת הפנים הדיפלומטי Diplomatic bag דואר דיפלומטי Diplomatic corps סגל דיפלומטי Diplomatic immunity חסינות דיפלומטית Diplomatic incidents קטגוריה:תקריות דיפלומטיות Diplomatic mission שגרירות Diplomatic missions קטגוריה:נציגויות ומשלחות דיפלומטיות Diplomatic missions in Tel Aviv קטגוריה:תל אביב-יפו: שגרירויות Diplomatic recognition הכרה דיפלומטית Diplomatic visits קטגוריה:ביקורים דיפלומטיים Diplomats קטגוריה:דיפלומטים Diplomats by nationality קטגוריה:דיפלומטים לפי מוצא Diplotaxis טוריים Dipodidae ירבועיים Dipodidae קטגוריה:ירבועיים Dipolar bond קשר קואורדינטיבי Dipole דיפול Dipole antenna אנטנת דיפול Dipper אמודאיים Dipping sauce מטבל Diprosopus דיפרוסופוס Diprotodon דיפרוטודון Diprotodontia קנגוראים Diprotodonts קטגוריה:קנגוראים Dipsacales קטגוריה:שלמונאים Dipsacales שלמונאים Dipsadidae דיפסדידיים Dipteryx odorata טונקה Diptych דיפטיכון Diptychs קטגוריה:דיפטיכון Dipyridamole דיפירידאמול Dirac Prize פרס דיראק Dirac comb מסרק דיראק Dirac delta function פונקציית דלתא של דיראק Dirac equation משוואת דיראק Dirac sea הים של דיראק Dirar Abu Seesi דיראר אבו סיסי Dirceu דירסאו Dire Dawa דירה דאווה Dire Dawa קטגוריה:דירה דאווה Dire Straits Dire Straits Dire Straits דייר סטרייטס Dire Straits קטגוריה:דייר סטרייטס Dire Straits albums קטגוריה:אלבומי דייר סטרייטס Dire wolf זאב בלהות Direct Hits Direct Hits Direct action פעולה ישירה Direct bank בנק אינטרנטי Direct current זרם ישר Direct debit הרשאה לחיוב Direct democracy דמוקרטיה ישירה Direct democracy קטגוריה:דמוקרטיה ישירה Direct election בחירות ישירות Direct inward dial מספר טלפון וירטואלי Direct memory access גישה ישירה לזיכרון Direct product מכפלה ישרה Direct sum of modules סכום ישר Direct-attached storage DAS Direct-to-video films קטגוריה:סרטים שיצאו ישירות בפורמט לצפייה ביתית DirectX DirectX Direction de la surveillance du territoire DST Direction générale des études et de la documentation המינהל הכללי למחקר ותיעוד Directional Infrared Counter Measures DIRCM Directional boring מחפר כווני Directional derivative נגזרת כיוונית Directional stability יציבות כלי טיס Directivity כיווניות Director of National Intelligence מנהל המודיעין הלאומי Director of Security of the Defense Establishment הממונה על הביטחון במערכת הביטחון Director's chair כיסא במאים Director's cut גרסת במאי Directorate of General Security הביטחון הכללי העיראקי Directorate-General for External Security DGSE Directors קטגוריה:במאים Directors by nationality קטגוריה:במאים לפי מוצא Directors of Microsoft קטגוריה:מנכ"לי מיקרוסופט Directors of the Central Intelligence Agency קטגוריה:ראשי ה-CIA Directors of the Mossad קטגוריה:ראשי המוסד Directors of the Office of Management and Budget קטגוריה:ראשי משרד הניהול והתקציב Directors of the Shin Bet קטגוריה:ראשי השב"כ Directory תיקיית קבצים Directory service Directory service Dirichlet beta function פונקציית בטא של דיריכלה Dirichlet convolution קונבולוציית דיריכלה Dirichlet density צפיפות דיריכלה Dirichlet series טור דיריכלה Dirichlet's test מבחן דיריכלה Dirichlet's theorem on arithmetic progressions משפט דיריכלה Dirichlet's unit theorem משפט היחידות של דיריכלה Dirk Gently דירק ג'נטלי Dirk Gently's Holistic Detective Agency סוכנות הבילוש של דירק ג'נטלי Dirk Kuyt דירק קאוט Dirk Nowitzki דירק נוביצקי Dirk van Foreest דירק ון פוריסט DirlBot משתמש:DirlBot Dirofilaria immitis דירופילריאזיס Dirrty Dirrty Dirt Dirt Dirt לכלוך Dirty Dancing ריקוד מושחת Dirty Dancing.jpg תמונה:Dirty Dancing cover.jpg Dirty Grandpa סבא בהפרעה Dirty Harry הארי המזוהם Dirty Rotten Scoundrels נוכלים עם סגנון Dirty War המלחמה המלוכלכת Dirty bomb פצצה מלוכלכת Dirty harry.jpg תמונה:DirtyHarry.jpg Disabilities ההגבלות היהודיות Disability לקות Disability קטגוריה:נכות Disability classification in golf גולף לעיוורים Disability organizations קטגוריה:נכות: מוסדות Disability studies לימודי מוגבלות Disabled sports ספורט נכים Disabled sports קטגוריה:ספורט נכים Disabled sports competitions קטגוריה:תחרויות ספורט נכים Disaccharide דו-סוכר Disadvantaged אוכלוסייה מוחלשת Disagree תבנית:נגד Disambiguation ויקיפדיה:פירושונים Disambiguation תבנית:פירושונים Disambiguation pages קטגוריה:פירושונים Disambiguation pages with links/Userbox תבנית:משתמש משתתף במיזם דפי פירושונים Disappearance of Frederick Valentich היעלמותו של פרדריק ולנטיץ' Disappearance of Madeleine McCann היעלמותה של מדלן מקאן Disappointment אכזבה Disassembler דיסאסמבלר Disaster אסון Disaster film סרט אסונות Disaster films קטגוריה:סרטי אסונות Disaster recovery תוכנית התאוששות מאסון Disasters קטגוריה:אסונות Disasters by country קטגוריה:אסונות לפי מדינה Disasters by year קטגוריה:אסונות לפי שנה Disasters in China קטגוריה:אסונות בסין Disasters in India קטגוריה:אסונות בהודו Disasters in Israel קטגוריה:אסונות בישראל Disasters in Italy קטגוריה:אסונות באיטליה Disasters in Japan קטגוריה:אסונות ביפן Disasters in London קטגוריה:לונדון: אסונות Disasters in Nepal קטגוריה:אסונות בנפאל Disasters in New York City קטגוריה:אסונות בניו יורק Disasters in Pakistan קטגוריה:אסונות בפקיסטן Disasters in Palestine קטגוריה:אסונות בארץ ישראל Disasters in Russia קטגוריה:אסונות ברוסיה Disasters in the Soviet Union קטגוריה:אסונות בברית המועצות Disasters in the United Kingdom קטגוריה:אסונות בבריטניה Disasters in the United States קטגוריה:אסונות בארצות הברית Disc דיסק Disc dog פריזבי לכלבים Disc golf דיסק גולף Disc jockey DJ Discharge ספיקה Discipline Discipline Discipline משמעת Discipline and Punish לפקח ולהעניש Disclaimer Disclaimer Disclaimer תניית פטור Disclaimer II Disclaimer II Disclosure גילוי נאות Discman דיסקמן Disco דיסקו Disco קטגוריה:דיסקו Disco ball כדור דיסקו Disco songs קטגוריה:שירי דיסקו Discobolus זורק הדיסקוס Discodermolide דיסקודרמוליד Discoglossus צפרדע צבועה Discographies קטגוריה:דיסקוגרפיות Discography דיסקוגרפיה Discontinued Google services קטגוריה:שרותי גוגל שנסגרו Discordianism דיסקורדיאניזם Discount Investment Corporation השקעות דיסקונט Discounted cash flow היוון Discounting היוון Discounts and allowances מבצע מכירות Discourse שיח Discourse on the Method מאמר על המתודה Discourses on Livy דיונים Discoverers of chemical elements קטגוריה:מגלי יסודות כימיים Discovery Discovery Discovery דיסקברי Discovery תגלית Discovery Channel ערוץ דיסקברי Discovery Expedition משלחת דיסקברי Discovery Family Discovery Family Discovery Island אי התגליות Discovery Islands איי התגליות Discovery Program קטגוריה:תוכנית דיסקברי Discovery Program תוכנית דיסקברי Discovery and New Frontiers program תבנית:תוכנית דיסקברי Discovery learning למידת חקר Discrete distributions קטגוריה:התפלגויות בדידות Discrete logarithm בעיית הלוגריתם הדיסקרטי Discrete mathematics מתמטיקה בדידה Discrete space טופולוגיה דיסקרטית Discrete valuation ring תחום הערכה דיסקרטית Discriminant דיסקרימיננטה Discrimination אפליה Discrimination קטגוריה:אפליה Discrimination in the United States קטגוריה:ארצות הברית: אפליה Discus דיסקוס Discus throw זריקת דיסקוס Discus throwers קטגוריה:זורקי דיסקוס Discworld עולם הדיסק Discworld קטגוריה:עולם הדיסק Disease מחלה Diseases Database Diseases Database Diseases and disorders קטגוריה:מחלות Diseases of appendix קטגוריה:מחלות תוספתן Diseases of inner ear קטגוריה:מחלות אוזן פנימית Diseases of intestines קטגוריה:מחלות מעיים Diseases of pleura קטגוריה:מחלות אדר Diseases of the ear and mastoid process קטגוריה:מחלות אוזניים Diseases of the eye and adnexa קטגוריה:מחלות עיניים Diseconomies of scale חיסרון לגודל Disgrace חרפה Disguise מסווה Disgust גועל Dishes involving the consumption of live animals קטגוריה:מאכלי בעלי חיים בעודם חיים Dishon דישון Dishwasher מדיח כלים Dishwashing liquid סבון כלים Disinfectant חיטוי Disinflation דיסאינפלציה Disinformation דיסאינפורמציה Disjoint sets קבוצות זרות Disjoint-set data structure איחוד קבוצות זרות Disjunctive normal form DNF Disk encryption הצפנת דיסקים Disk formatting אתחול אמצעי לאחסון נתונים Disk image אימג' Disk partitioning מחיצה Diskin Orphanage בית היתומים דיסקין Disko Bay מפרץ דיסקו Dislocated shoulder פריקת כתף Dislocation נקע Disney דיסני Disney פורטל:דיסני Disney California Adventure ההרפתקה הקליפורנית של דיסני Disney California Adventure קטגוריה:ההרפתקה הקליפורנית של דיסני Disney California Adventure תבנית:ההרפתקה הקליפורנית של דיסני Disney Channel ערוץ דיסני Disney Channel קטגוריה:ערוץ דיסני Disney Channel Original Movies תבנית:סרטים מקוריים של ערוץ דיסני Disney Channel Original Series תבנית:סדרות מקוריות של ערוץ דיסני Disney Cruise Line קו הספנות דיסני Disney Dream דיסני דרים Disney Fantasy דיסני פנטזי Disney Junior דיסני ג'וניור Disney Junior דיסני ג'וניור ישראל Disney Magic דיסני מג'יק Disney Princess נסיכות דיסני Disney Princess קטגוריה:נסיכות דיסני Disney Renaissance הרנסאנס של דיסני Disney Springs דאונטאון דיסני Disney Village כפר דיסני Disney Wonder דיסני וונדר Disney XD דיסני XD Disney XD Original Series תבנית:סדרות מקוריות של דיסני XD Disney animated films קטגוריה:דיסני: סרטים מצוירים Disney characters קטגוריה:דיסני: דמויות Disney dollar דולר דיסני Disney films קטגוריה:דיסני: סרטים Disney franchises קטגוריה:דיסני: מותגים וזיכיונות Disney navigational boxes קטגוריה:תבניות ניווט - דיסני Disney people קטגוריה:דיסני: אישים Disney rides תבנית:אטרקציות דיסני Disney songs קטגוריה:דיסני: שירים Disney theatrical animated features תבנית:סרטי דיסני Disney's Adventures of the Gummi Bears הגומונים Disney's Aladdin in Nasira's Revenge אלאדין ונקמתה של נאסירה Disney's America אמריקה של דיסני Disney's Animal Kingdom ממלכת החיות של דיסני Disney's Blizzard Beach חוף סופת השלגים Disney's Contemporary Resort אתר הנופש העכשווי של דיסני Disney's Grand Californian Hotel & Spa המלון הקליפורני הגדול של דיסני Disney's Grand Floridian Resort & Spa אתר הנופש הפלורידיאני הגדול של דיסני Disney's Hollywood Studios אולפני הוליווד של דיסני Disney's Hollywood Studios קטגוריה:אולפני הוליווד של דיסני Disney's Polynesian Village Resort אתר הנופש הפולינזי של דיסני Disney's River Country ארץ הנהר Disney's Typhoon Lagoon לגונת הטייפון Disney-lands תבנית:ארצות דיסני DisneyQuest דיסניקווסט DisneyToon Studios animated films קטגוריה:סרטי אנימציה של סטודיו דיסני-טונס Disneyland דיסנילנד Disneyland Hotel מלון דיסנילנד Disneyland Paris אתר הנופש דיסנילנד פריז Disneyland Paris קטגוריה:יורודיסני Disneyland Park דיסנילנד פריז Disneyland Resort אתר הנופש דיסנילנד Disneyland Resort קטגוריה:דיסנילנד Disorder הפרעה Disorders of choroid and retina קטגוריה:הפרעות בדמית וברשתית Disorders of psychological development קטגוריה:הפרעות בהתפתחות עצבית Disorders of sclera and cornea בקשתית ובגוף הריסני בקרנית קטגוריה:הפרעות בלובן העין Disorders originating in the perinatal period קטגוריה:הפרעות סב-לידתיות Disorders related to length of gestation and fetal growth קטגוריה:הפרעות הקשורות לאורך ההריון ולגדילת העובר Dispatches שדרים Dispersion נפיצה Dispersion relation יחס נפיצה Disphenoid יתדון Displaced persons camp פליטים יהודים לאחר מלחמת העולם השנייה Displacement הדחק Displacement העתק Displacement התקה Display technology קטגוריה:טכנולוגיות מסכים Display window חלון ראווה Displaying a formula עזרה:נוסחאות Disposable כלי חד-פעמי Disposable food packaging חמגשית Dispositional affect רגשנות Disputation of Barcelona ויכוח ברצלונה Disputation of Tortosa ויכוח טורטוסה Dispute resolution ויקיפדיה:מנגנונים ליישוב מחלוקת Dispute resolution קטגוריה:שיטות אלטרנטיביות ליישוב סכסוכים Disquisitiones Arithmeticae מחקרים אריתמטיים Disruptive innovation חדשנות משבשת Diss track דיס Dissection Dissection Dissection puzzle חידות חיתוך והרכבה Disseminated intravascular coagulation קרישה תוך-כלית מפושטת Dissent Dissent Dissertation תזה Dissident דיסידנט Dissidents קטגוריה:דיסידנטים Dissociation דיסוציאציה Dissociation constant קבוע דיסוציאציה Dissociative disorder הפרעה דיסוציאטיבית Dissociative disorders קטגוריה:הפרעות דיסוציאטיביות Dissociative drugs קטגוריה:סמים דיסוציאטיביים Dissociative identity disorder הפרעת זהות דיסוציאטיבית Dissolution of Czechoslovakia פירוק צ'כוסלובקיה Dissolution of the Monasteries פירוק המנזרים באנגליה Dissolution of the Soviet Union התפרקות ברית המועצות Dissolve דיזולב Distaff כישור Distal convoluted tubule האבובית המרוחקת Distal radius fracture שבר בעצם החישור המרוחקת Distal renal tubular acidosis RTA type 1 Distance מרחק Distance education למידה מרחוק Distance from a point to a line מרחק נקודה מישר Distancing effect אפקט הניכור Distillation זיקוק Distilled beverages קטגוריה:משקאות מזוקקים Distilled water מים מזוקקים Distinction without a difference אבחנת פנטום Distinctive feature תכונית מבחינה Distinguish תבנית:אין לבלבל עם Distinguished Flying Cross צלב התעופה המצוינת Distinguished Service Cross צלב השירות המצוין Distinguished Service Medal מדליית השירות המצוין Distinguished Service Medal מדליית השירות המצוין של הצי Distinguished Service Medal of the National People's Army עיטור ההצטיינות של צבא העם הלאומי Distinguished Service Order אות השירות המצוין Distomo דיסטומו Distomo massacre טבח דיסטומו Distorted דיסטורטד Distorted Harmony Distorted Harmony Distortion דיסטורשן Distortion עיוות Distraction הסחת דעת Distraction osteogenesis הארכת עצמות Distress signals קטגוריה:אותות מצוקה Distributed Interactive Simulation DIS Distributed computing חישוב מבוזר Distributed computing קטגוריה:חישוב מבוזר Distributed computing projects קטגוריה:חישוב מבוזר קהילתי Distribution הפצה Distribution board לוח חשמל Distributive justice צדק חלוקתי Distributive property חוק הפילוג District מחוז District מחוזות אוסטריה District 13 פרבר 13 District 9 מחוז 9 District of Columbia War Memorial אנדרטת הזיכרון של מחוז קולומביה Districts and sub-districts of the United States Virgin Islands מחוזות איי הבתולה של ארצות הברית Districts of Abkhazia קטגוריה:אבחזיה: מחוזות Districts of Azerbaijan קטגוריה:אזרבייג'ן: מחוזות Districts of Bavaria קטגוריה:בוואריה: מחוזות Districts of Belize מחוזות בליז Districts of Berlin קטגוריה:ברלין: רבעים Districts of Bhutan מחוזות בהוטן Districts of Brunei מחוזות ברוניי Districts of Brunei קטגוריה:ברוניי: מחוזות Districts of Cyprus מחוזות קפריסין Districts of East Timor קטגוריה:מזרח טימור: מחוזות Districts of England קטגוריה:אנגליה: מחוזות Districts of Ethiopia קטגוריה:אתיופיה: תת-מחוזות Districts of Georgia קטגוריה:גאורגיה: תת-מחוזות Districts of Germany מחוזות גרמניה Districts of Germany קטגוריה:גרמניה: מחוזות Districts of Israel מחוזות ישראל Districts of Israel קטגוריה:ישראל: מחוזות Districts of Israel תבנית:מחוזות ישראל Districts of Istanbul Province קטגוריה:איסטנבול: רבעים Districts of Japan קטגוריה:יפן: מחוזות Districts of Kosovo מחוזות קוסובו Districts of Latvia מחוזות לטביה Districts of Latvia קטגוריה:לטביה: מחוזות Districts of Lesotho מחוזות לסוטו Districts of Libya מחוזות לוב Districts of Lower Saxony קטגוריה:סקסוניה התחתונה: מחוזות Districts of Luxembourg מחוזות לוקסמבורג Districts of Mandatory Palestine מחוזות המנדט הבריטי Districts of Mandatory Palestine קטגוריה:המנדט הבריטי: מחוזות Districts of Nauru מחוזות נאורו Districts of Nauru קטגוריה:נאורו: מחוזות Districts of Northern Cyprus מחוזות הרפובליקה הטורקית של צפון קפריסין Districts of Paris קטגוריה:פריז: שכונות Districts of Saint Petersburg קטגוריה:רובעי סנקט פטרבורג Districts of Samoa מחוזות סמואה Districts of Scotland קטגוריה:סקוטלנד: מחוזות Districts of Seychelles מחוזות סיישל Districts of Suriname מחוזות סורינאם Districts of Swaziland מחוזות סווזילנד Districts of Switzerland מחוזות שווייץ Districts of Syria נפות סוריה Districts of Uganda מחוזות אוגנדה Districts of Uganda קטגוריה:אוגנדה: מחוזות Districts of Upper Austria קטגוריה:אוסטריה עילית: מחוזות Districts of Vienna מחוזות וינה Districts of the British Virgin Islands אזורים של איי הבתולה הבריטיים Districts of the Democratic Republic of the Congo מחוזות הרפובליקה הדמוקרטית של קונגו Districts of the Turks and Caicos Islands מחוזות איי טרקס וקייקוס DistroWatch DistroWatch Disturbed דיסטרבד Disturbia Disturbia Disturbia דיסטרביה Disulfide bond קשר דיסולפידי Dithyramb דיתיראמבוס Ditlev Blunck דטלף בלונק Ditmar Jakobs דיטמר יאקובס Ditta Pásztory-Bartók דיטה פאסטורי-בארטוק Dittrichia viscosa טיון דביק Diuretic משתן Diurnality בעלי חיים יומיים DivX DivX Diva Diva Diva דיווה Diva – The Hits דיווה Dive bomber מפציץ צלילה Dive computer מחשב צלילה Divergence דיברגנץ Divergence of the sum of the reciprocals of the primes טור ההופכיים של המספרים הראשוניים Divergence theorem משפט גאוס Divergent מפוצלים Divergent תבנית:מפוצלים Divergent evolution אבולוציה מתבדרת Divergent thinking חשיבה מסתעפת Diverging diamond interchange מחלף יהלום מתחלף Divers קטגוריה:קופצים למים Diversity Immigrant Visa הגרלת הגרין קארד Diverticulitis דיברטיקוליטיס Diverticulosis דיברטיקולוזיס Divertimento דיברטימנטו Divestment and Sanctions Boycott BDS Divide and conquer algorithms אלגוריתם הפרד ומשול Divide and rule הפרד ומשול Divided cities קטגוריה:ערים חצויות Dividend דיבידנד Dividend discount model מודל הצמיחה של גורדון Dividend tax מס דיבידנדים Diviis אוגדה Divination ניבוי עתידות Divination קטגוריה:ניבוי עתידות Divine Divine Divine דיוויין Divine Comedy הקומדיה האלוהית Divine Liturgy הליטורגיה הקדושה Divine light אור Divine providence השגחה Divine right of kings זכותם האלוהית של מלכים Diving קפיצה למים Diving at the Summer Olympics קפיצה למים במשחקים האולימפיים Diving bell פעמון צלילה Diving disorders סכנות צלילה Diving duck ברווזי צלילה Diving equipment ציוד צלילה Diving equipment קטגוריה:ציוד צלילה Diving helmet קסדת צלילה Diving petrel חותרניים Divinity תיאולוגיה Divisibility rule מבחני התחלקות Division אוגדה Division אורגן Division חילוק Division קטגוריה:חילוק Division 1 Féminine ליגת העל הצרפתית Division by two חלוקה בשתיים Division by zero חלוקה באפס Division ring חוג עם חילוק Divisions קטגוריה:אוגדות ודיוויזיות Divisions of Bangladesh מחוזות בנגלדש Divisions of Germany קטגוריה:דיוויזיות גרמניות Divisions of Israel קטגוריה:אוגדות צה"ל Divisions of Syria קטגוריה:דיוויזיות סוריות Divisions of the Soviet Union קטגוריה:דיוויזיות סובייטיות Divisions of the United Kingdom קטגוריה:דיוויזיות בריטיות Divisions of the United States Army קטגוריה:דיוויזיות בצבא ארצות הברית Divisions of the world in Islam חלוקת העולם על פי האסלאם Divisor מחלק Divisor function פונקציית מחלקים Divisor function קטגוריה:פונקציית המחלקים Divock Origi דיבוק אוריגי Divorce גירושים Divorce קטגוריה:גירושים Divriği Great Mosque and Hospital המסגד הגדול ובית החולים בדיבריאי Diwali דיוואלי Diwon Diwon Dix דיקס Dixie דיקסי Dixie Chicks דיקסי צ'יקס Dixie Chicks: Shut Up and Sing דיקסי צ'יקס: סתמו ותתחילו לשיר Dixie Dean דיקסי דין Dixie Dregs Dixie Dregs Dixieland דיקסילנד Dixit דיקסיט Dixit Dominus דיקסיט דומינוס Dixon דיקסון DixonD משתמש:DixonD DixonDBot משתמש:DixonDBot Diyab Obeid דיאב עובייד Diyala Governorate דיאלא Diyala River נהר דיאלא Diyarbakır דיארבקיר Diyarbakırspor footballers קטגוריה:כדורגלני דיארבקירספור Dizengoff 99 דיזנגוף 99 Dizengoff Center דיזנגוף סנטר Dizengoff Center suicide bombing הפיגוע בדיזנגוף סנטר Dizengoff Prize פרס דיזנגוף Dizengoff Prize recipients קטגוריה:זוכי פרס דיזנגוף Dizengoff Square כיכר צינה דיזנגוף Dizengoff Street רחוב דיזנגוף Dizengoff Street bus bombing הפיגוע בקו 5 Dizziness סחרחורת Dizzy Gillespie דיזי גילספי Diósgyőr דיושג'ר Dja Faunal Reserve שמורת החי דג'ה Djakaridja Koné קונה ג'קריג'ה Djalma Santos דז'למה סאנטוס Djamel Mesbah ג'מאל מסבאח Djamila Bouhired ג'מילה בוחירד Djampa משתמש:Djampa Django ג'אנגו Django ג'נגו Django Reinhardt ג'אנגו ריינהארדט Django Unchained ג'אנגו ללא מעצורים Djavan דז'וואן Djemal Pasha אחמד ג'מאל פאשה Djembe דג'מבה Djenné ג'נה Djent דג'נט Djerba ג'רבה Djibouti ג'יבוטי Djibouti קטגוריה:ג'יבוטי Djibouti FA.png קובץ:Djibouti FA.gif Djibouti at the Olympics ג'יבוטי במשחקים האולימפיים Djibouti at the Paralympics ג'יבוטי במשחקים הפאראלימפיים Djibouti national football team נבחרת ג'יבוטי בכדורגל Djibouti templates קטגוריה:תבניות ניווט - ג'יבוטי Djiboutian people קטגוריה:ג'יבוטים Djiboutian politicians קטגוריה:פוליטיקאים ג'יבוטים Djibril Cissé ג'יבריל סיסה Djibril Sidibé ג'יבריל סידיבה Djimon Hounsou דג'ימון הונסו Djoser ג'וסר Djoudj National Bird Sanctuary דג'ודג' Djsasso משתמש:Djsasso Djungarian hamster אוגר סיבירי Djurgårdens IF Fotboll יורגודן Djurgårdens IF Fotboll יורגורדן Djurgårdens IF Fotboll players קטגוריה:כדורגלני יורגודן Djémila ג'ימילה Dkahn224/sandbox MBCT Dkc משתמש:Dkc Dmanisi דמניסי Dmbfan12/Sandbox קייטי הולמס Dmeide דמיידה Dmesg Dmesg Dmitri Alenichev דמיטרי אלניצ'ב Dmitri Hvorostovsky דמיטרי חבורוסטובסקי Dmitri Kirichenko דמיטרי קיריצ'נקו Dmitri Kitayenko דמיטרי קיטאיינקו Dmitri Kombarov דמיטרי קומבארוב Dmitri Kruglov דמיטרי קרוגלוב Dmitri Loskov דמיטרי לוסקוב Dmitri Lytov משתמש:Dmitri Lytov Dmitri Lytov/Dossier User:Dmitri Lytov/Dossier Dmitri Mendeleev דמיטרי מנדלייב Dmitri Shostakovich דמיטרי שוסטקוביץ' Dmitri Sychev דמיטרי סיצ'ב Dmitri Torbinski דמיטרי טורבינסקי Dmitrij.shpilchevskij/Aerosvit אארוסוויט Dmitry Andreikin דמיטרי אנדרייקין Dmitry Bilozerchev דמיטרי בילוזרצ'ב Dmitry Bludov דמיטרי בלודוב Dmitry Bogrov דמיטרי בוגרוב Dmitry Donskoy דמיטרי דונסקוי Dmitry Kabalevsky דמיטרי קבלבסקי Dmitry Koldun דמיטרי קולדון Dmitry Kroyter דמיטרי קרויטר Dmitry Laptev Strait מצר דמיטרי לאפטב Dmitry Levitzky דמיטרי לויצקי Dmitry Likhachov דמיטרי ליכצ'וב Dmitry Medvedev דמיטרי מדבדב Dmitry Medvedev's Cabinet ממשלת מדבדב Dmitry Milyutin דמיטרי מיליוטין Dmitry Nikolayevich Ulyanov דמיטרי אוליאנוב Dmitry Pavlov דמיטרי פבלוב Dmitry Poloz דמיטרי פולוז Dmitry Pozharsky דמיטרי פוז'ארסקי Dmitry Rybolovlev דמיטרי ריבולובלב Dmitry Salita דמיטרי סליטה Dmitry Senyavin דמיטרי סניאבין Dmitry Shakulin דמיטרי שאקולין Dmitry Shemyaka דמיטרי שמיאקה Dmitry Ustinov דמיטרי אוסטינוב Dmitry Yazov דמיטרי יאזוב Dmitry of Pereslavl נסיך ולדימיר דמיטרי Dmitry of Suzdal דמיטרי מסוזדל Dmitry of Tver דמיטרי מטבר Dmytro Chygrynskiy דמיטרו צ'יגרינסקי Dmytro Grabovskyy דימיטרי גרבובסקי Dnacash/Sandbox ריצוף DNA Dnieper דנייפר Dnieper Hydroelectric Station דנייפרוגס Dnieper–Carpathian Offensive מבצע דנייפר-קרפטי Dniester דניסטר Dnipropetrovsk דניפרו Dnipropetrovsk Metro הרכבת התחתית של דניפרו Dnipropetrovsk Oblast דניפרופטרובסק Dnipropetrovsk Oblast קטגוריה:מחוז דניפרופטרובסק Dnkrumah/testing מבצע עופרת יצוקה Dnswint/sandbox קרל מאנהיים Do As Infinity Do As Infinity Do It Well Brave#Do It Well Do Not Stand at My Grave and Weep אל נא תבכו מעל קברי Do Not Track אל תעקוב Do Re Mi דו-רה-מי Do Somethin' Do Somethin' Do They Know It's Christmas? Do They Know It's Christmas? Do What U Want Do What U Want Do You Read? Houston Houston האם שומעת? עבור... יוסטון יוסטון Do You Want to Know a Secret Do You Want to Know a Secret Do for Love Do for Love Do it yourself עשה זאת בעצמך Do not buy Russian goods! אל תקנו תוצרת רוסיה Do not disrupt Wikipedia to illustrate a point ויקיפדיה:אל תגרמו למהומה כדי להדגיש עמדה Do the Bartman Do the Bartman Do the Right Thing עשה את הדבר הנכון Do-Aklin גנגניהסו Do-Re-Mi דו-רה-מי Dobczyce דובצ'יצה Dobele דובלה Doberman Pinscher דוברמן פינצ'ר Doboj דובוי Dobos torte דובוש Dobra דוברה Dobri Bozhilov דוברי בוז'ילוב Dobrich דובריץ' Dobrich Province דובריץ' Dobromyl דוברומיל Dobruja דוברוג'ה Dobruja קטגוריה:דוברוג'ה Dobruš דוברוש Dobrzyń דובז'ין Dobrzyń nad Wisłą דובז'ין על נהר ויסלה Dobsonian telescope טלסקופ דובסוני Dobutamine דובוטמין Doc DOC Doc Martin דוק מרטין Doc Rivers דוק ריברס Doc Samson דוק סמסון Doc Shaw דוק שואו Doc? What's Up דוק? מה נשמע Docaviv דוקאביב Docetism דוקטיזם Doctor דוקטור Doctor Almasaro דוקטור אלמסדו Doctor De Soto דוקטור דה סוטו Doctor Dolittle דוקטור דוליטל Doctor Dolittle and the Green Canary דוקטור דוליטל והכנרית הירוקה Doctor Doom דוקטור דום Doctor Fate דוקטור פיית Doctor Faustus דוקטור פאוסטוס Doctor Mid-Nite דוקטור מידנייט Doctor Octopus דוקטור אוקטופוס Doctor Strange דוקטור סטריינג' Doctor Who דוקטור הו Doctor Who קטגוריה:דוקטור הו Doctor Who תבנית:דוקטור הו Doctor Zhivago דוקטור ז'יוואגו Doctor fish עגלסת הירדן Doctor of Divinity דוקטור לתאולוגיה Doctor of the Church מורי הכנסייה Doctorow דוקטורוב Doctors רופאים Doctors of the Church קטגוריה:מורי הכנסייה Doctors' plot משפט הרופאים Doctors' trial משפט הרופאים בגרמניה Doctor–patient relationship יחסי רופא-מטופל Doctrine דוקטרינה Doctrine of the affections תורת האפקטים Docudrama דוקו-דרמה Document Object Model Document Object Model Document forgeries קטגוריה:זיופים של מסמכים Document type declaration Document Type Declaration Document type definition Document Type Definition Documentary film סרט תיעודי Documentary films קטגוריה:סרטים תיעודיים Documentary films about LGBT topics קטגוריה:סרטי להט"ב תיעודיים Documentary films about nature קטגוריה:סרטי טבע Documentary films by genre קטגוריה:סרטים תיעודיים לפי סוגה Documentary hypothesis השערת התעודות Documentary television series קטגוריה:סדרות דוקומנטריות Documentary theatre תיאטרון תיעודי Documentation תבנית:תיעוד Documentation subpage תבנית:תיעוד תבנית Documents קטגוריה:מסמכים Dod1 משתמש:דוד1 Dodanim דדנים Dodd–Frank Wall Street Reform and Consumer Protection Act חוק דוד-פרנק Dodecahedron דודקהדרון Dodecanese האיים הדודקאנסיים Dodecanese Campaign מערכת הדודקאנס במלחמת העולם השנייה Dodecanese Islands תבנית:האיים הדודקאנסיים Dodge דודג' Dodge Caravan קרייזלר טאון אנד קאנטרי Dodge Challenger דודג' צ'אלנג'ר DodgeBall: A True Underdog Story דודג'בול Dodgeball מחניים Dodger Stadium אצטדיון דודג'ר Dodo דודו Dodoma דודומה Doeg the Edomite דואג האדומי Doetinchem דוטינחם Doftana prison דופטאנה Dog כלב הבית Dog Day Afternoon אחר צהריים של פורענות Dog TV ערוץ הכלבים Dog agility אג'יליטי Dog breed גזעי כלבים Dog breeds קטגוריה:גזעי כלבים Dog diseases קטגוריה:מחלות כלבים Dog fighting קרב כלבים Dog grooming ספרות כלבים Dog park גינת כלבים Dog tag דסקית זיהוי Dog templates קטגוריה:תבניות ניווט - כלבים Dog training אילוף כלבים Dog training and behavior קטגוריה:אילוף כלבים Dog type סוגי כלבים Dog watch משמרת כלב Dog with a Blog דוג בלוג Doge Doge Doge דוג'ה Doge of Venice דוכס ונציה Doge's Palace ארמון הדוג'ה Doges of Venice קטגוריה:דוכסי ונציה Dogfight קרב אוויר Dogger Bank שרטון דוגר Doggerland דוגרלנד Doggumentary Doggumentary Doggystyle Doggystyle Dogma דוגמה Dogme 95 דוגמה 95 Dogo Argentino דוגו ארגנטינו Dogs קטגוריה:כלב הבית Dogs in Canada כלבים בקנדה Dogs in popular culture קטגוריה:כלבים בתרבות Dogue de Bordeaux דוג דה בורדו Dogville דוגוויל Doha דוחה Doha קטגוריה:דוחה Doha Stadium אצטדיון דוחה Dohn joe/Aero-airplane מטוס Dohuk Governorate דהוכ Dohány Street Synagogue בית הכנסת הגדול של בודפשט Doi Inthanon דוי אינתנון Doina דוינה Doina Melinte דוינה מלינטה Doiran Lake אגם דויראן Dojo דוג'ו Dojo Toolkit Dojo Toolkit Dokka Umarov דוקה אומרוב Dokkum דוקום Dokshytsy דוקשיצה Dolan דולן Dolbear's law חוק דולבר Dolby Digital דולבי דיגיטל Dolce & Gabbana דולצ'ה וגבאנה Dolce Stil Novo הסגנון החדש המתוק Dolchamar דולצ'מר Doldenhorn דולדנהורן Dole דול Dolev דולב Dolichophis jugularis זעמן שחור Dolidze דולידזה Dolj County דולז' Doll בובה Dollar דולר Dollar Account affair פרשת חשבון הדולרים Dollar auction מכירה פומבית של דולר Dollar sign סימן הדולר Dolley Madison דולי מדיסון Dollhouse בית בובות Dollhouse בית הבובות Dolls בובות Dolls קטגוריה:בובות Dolly דולי Dolly הכבשה דולי Dolly Dearest בובתי דולי היקרה Dolly Parton דולי פרטון Dolly zoom דולי זום Dolly! Hello הלו דולי Dolmabahçe Palace ארמון דולמאבהצ'ה Dolmen דולמן Dolní Věstonice דולני וייסטוניצה Dolný Kubín דולני קובין Dolomite דולומיט Dolomites הרי הדולומיטים Dolores Ibárruri דולורס איברורי Dolores O'Riordan דולורס או'ריורדן Dolores River דולורס Dolostone דולומיט Dolph Lundgren דולף לונדגרן Dolph Schayes דולף שייס Dolphin דולפין Dolphin Reef ריף הדולפינים Dolphin Tale סיפורו של דולפין Dolphin and Union Strait מצר דולפין ויוניון Dolphin-class submarine הצוללות מסדרת דולפין Dolphin-class submarines קטגוריה:צוללות ישראליות מסדרת דולפין Dolphinarium דולפינריום Dolphinarium discotheque massacre הפיגוע בדולפינריום Dolphins F.C. דולפינס Dolyna דולינה Dolynska דולינסקה Dom דום Dom DeLuise דום דה-לואיז Dom Juan דון ז'ואן Dom Mintoff דום מינטוף Dom Pérignon דום פריניון Domagnano דומניאנו Domain על-ממלכה Domain תחום Domain Name System Domain Name System Domain hack Domain Hack Domain name שם תחום Domain parking חניית שם מתחם Domaine de la Romanée-Conti רומאנה קונטי Domaine du Castel יקב קסטל Domangart Réti דומנגארט רטי Domangart mac Domnaill דומאנגארט מק דומנל Domantas Sabonis דומנטאס סאבוניס Dombra דומברה Dombrov חסידות דומברובה Dome כיפה Dome of Discovery כיפת התגליות Dome of the Ascension מבני הר הבית#כיפת העלייה Dome of the Chain כיפת השלשלת Dome of the Rock כיפת הסלע Domenick Lombardozzi דומיניק לומברדוזי Domenico Alberti דומניקו אלברטי Domenico Allegri דומניקו אלגרי Domenico Cimarosa דומניקו צ'ימרוזה Domenico Dragonetti דומניקו דרגונטי Domenico Fioravanti דומניקו פיורבנטי Domenico Flabanico דומניקו פלאבאניקו Domenico Gabrielli דומניקו גבריאלי Domenico Gallo דומניקו גאלו Domenico Gerosolimitano דומניקו ג'רוזלימיטנו Domenico Ghirlandaio דומניקו גירלנדיו Domenico I Contarini דומניקו קונטאריני הראשון Domenico II Contarini דומניקו קונטאריני השני Domenico Lorenzo Ponziani דומניקו לורנצו פונציאני Domenico Michele דומניקו מיקלה Domenico Modugno דומניקו מודוניו Domenico Monegario דומניקו מונגאריו Domenico Montagnana דומניקו מונטאניאנה Domenico Morosini דומניקו מורוזיני Domenico Scarlatti דומניקו סקרלטי Domenikss/sandbox מרצדס-בנץ Domesday Book ספר יום הדין Domestic duck ברווז הבית Domestic goose אווז הבית Domestic pig חזיר הבית Domestic pigeon יונת הבית Domestic policy of the George Bush administration מדיניות הפנים של ממשל ג'ורג' ווקר בוש Domestic terrorism משתמשת:Midrashah/טרור מבית Domestic violence אלימות במשפחה Domestic violence קטגוריה:אלימות במשפחה Domestic worker עובד משק בית Domesticated animals קטגוריה:מינים מבויתים Domesticated turkey תרנגול הודו מבוית Domestication ביות Domhnall Gleeson דונל גליסון Domicile שליט אסטרולוגי Dominance יחסי דומיננטיות Dominance hierarchy מדרג חברתי Dominant דומיננטה Dominant minority שלטון המיעוט Dominated convergence theorem משפט ההתכנסות הנשלטת Dominating set קבוצה שולטת Domingo Faustino Sarmiento דומינגו פאוסטינו סרמיינטו Dominic Chianese דומיניק קיינסה Dominic Cooper דומיניק קופר Dominic Corrigan דומיניק קוריגן Dominic Fortune דומיניק פורצ'ון Dominic Howard דומיניק הווארד Dominic Keating דומיניק קיטינג Dominic Maroh דומיניק מארו Dominic Monaghan דומיניק מונאהן Dominic Purcell דומיניק פרסל Dominic Thiem דומיניק תים Dominic West דומיניק וסט Dominic de la Calzada דומינגו דה לה קלסדה Dominic of Silos דומיניקוס מסילוס Dominica דומיניקה Dominica קטגוריה:דומיניקה Dominica Grand Bay גראנד ביי Dominica Marigot מריגוט Dominica Portsmouth פורטסמות' Dominica Rosalie רוזלי Dominica Saint Joseph סנט ג'וזף Dominica Soufrière סופרייר Dominica Wesley וסלי Dominica at the Olympics דומיניקה במשחקים האולימפיים Dominica national football team נבחרת דומיניקה בכדורגל Dominica people קטגוריה:דומיניקה: אישים Dominican Order דומיניקנים Dominican Republic הרפובליקה הדומיניקנית Dominican Republic קטגוריה:הרפובליקה הדומיניקנית Dominican Republic La Romana לה רומנה Dominican Republic San Cristóbal סן קריסטובל Dominican Republic at the Olympics הרפובליקה הדומיניקנית במשחקים האולימפיים Dominican Republic at the Paralympics הרפובליקה הדומיניקנית במשחקים הפאראלימפיים Dominican Republic athletes קטגוריה:הרפובליקה הדומיניקנית: אתלטים Dominican Republic basketball players קטגוריה:כדורסלני הרפובליקה הדומיניקנית Dominican Republic culture קטגוריה:הרפובליקה הדומיניקנית: תרבות Dominican Republic footballers קטגוריה:הרפובליקה הדומיניקנית: כדורגלנים Dominican Republic military personnel קטגוריה:הרפובליקה הדומיניקנית: אנשי צבא Dominican Republic national basketball team נבחרת הרפובליקה הדומיניקנית בכדורסל Dominican Republic national football team נבחרת הרפובליקה הדומיניקנית בכדורגל Dominican Republic people קטגוריה:הרפובליקה הדומיניקנית: אישים Dominican Republic politicians קטגוריה:הרפובליקה הדומיניקנית: פוליטיקאים Dominican Republic sportspeople קטגוריה:הרפובליקה הדומיניקנית: ספורטאים Dominik Furman דומיניק פורמן Dominik Glavina דומיניק גלאבינה Dominik Hašek דומיניק האשק Dominika Cibulková דומיניקה ציבולקובה Dominion דומיניון Dominion הדומיניון Dominion War מלחמת הפדרציה-דומיניון Dominion of Canada Rifle Association ארגון הרובאים הריבוני הקנדי Dominion of Melchizedek מלכיצדק Dominion of Newfoundland ניופאונדלנד Dominique Heintz דומיניק היינץ Dominique Jean Larrey דומיניק ז'אן לארה Dominique Rocheteau דומיניק רושטו Dominique Strauss-Kahn דומיניק סטראוס-קאהן Dominique Swain דומיניק סוויין Dominique Wilkins דומיניק וילקינס Dominique de Villepin דומיניק דה וילפן Domino Domino Domino דומינו Domino effect אפקט הדומינו Domino theory תאוריית הדומינו Domino's Pizza דומינו'ס פיצה Dominoes דומינו Dominus דומינוס Dominus Flevit Church כנסיית דומינוס פלוויט Domitian דומיטיאנוס Domitius Alexander לוקיוס דומיטיוס אלכסנדרוס Domnall Brecc דומנל ברק Domnall Donn דומנאל דון Domnall mac Caustantín דומנל מק קאוסטנטין Domnitor דומניטור Domo דומו Domodedovo International Airport נמל התעופה הבינלאומי דומודדובו Domovoi שריטילי Domra דומרה Domus Galilaeae דומוס גלילאה Domuztepe דומוזטפה Domènec Balmanya דומנק בלמניה Domžale דומז'אלה Don דון Don Ameche דון אמיצ'י Don Balón דון בלון Don Balón Award פרס דון בלון Don Bluth דון בלות' Don Bradman דונלד בראדמן Don Budge דון בדג' Don Carlos דון קרלו Don Carlos דון קרלוס Don Carlos Buell דון קרלוס בואל Don Cheadle דון צ'ידל Don Davis דון דייוויס Don DeLillo דון דלילו Don Diamont דון דיאמונט Don Draper דון דרייפר Don Giovanni דון ג'ובאני Don Harrán דון הרן Don Howe דון האו Don Johnson דון ג'ונסון Don Jon דון ג'ון Don Juan דון ז'ואן Don Juan דון חואן Don Juan Pond אגם דון חואן Don Julio דון חוליו Don Kirshner דון קירשנר Don Koehler דון קוהלר Don LaFontaine דון לה פונטיין Don Lancaster דון לנקסטר Don McKenzie דון מקנזי Don McLean דון מקליין Don Most דון מוסט Don Mueang International Airport נמל התעופה הבינלאומי דון מואנג Don Murray דון מארי Don Nelson דון נלסון Don Omar דון עומר Don Pacifico דוד פסיפיקו Don Pasquale דון פסקואלה Don Patinkin דן פטינקין Don Quarrie דון קווארי Don Quixote דון קישוט Don Quixote קטגוריה:דון קישוט Don Revie דון ריווי Don Rickles דון ריקלס Don River דון Don Roper דון רופר Don Schollander דון שולנדר Don Siegel דון סיגל Don Simpson דון סימפסון Don Stark דון סטארק Don Tapscott דון טפסקוט Don Warren דון וורן Don Welsh דון ולש Don Wilson דון "הדרקון" וילסון Don't Be Afraid of the Dark אל תפחד מהחושך Don't Bother Me Don't Bother Me Don't Cry for Me Argentina Don't Cry for Me Argentina Don't Forget Don't Forget Don't Know How to Be Don't Know How To Be Don't Let Me Be the Last to Know Don't Let Me Be the Last to Know Don't Let Me Get Me Don't Let Me Get Me Don't Let the Sun Go Down on Me Don't Let the Sun Go Down on Me Don't Look Back in Anger Don't Look Back in Anger Don't Look Now המבט Don't Panic Don't Panic Don't Pass Me By Don't Pass Me By Don't Run Walk Don't Run Walk Don't Stop 'Til You Get Enough Don't Stop 'til You Get Enough Don't Stop Me Now Don't Stop Me Now Don't Stop the Music Don't Stop the Music Don't They? They Shoot Horses הם יורים גם בסוסים Dona Dona דונה דונה Donald Barthelme דונלד ברתלמי Donald Bellisario דונלד בליסריו Donald Byrd דונלד בירד Donald Dewar דונלד דיואר Donald Duck דונלד דאק Donald Faison דונלד פייז'ון Donald Glaser דונלד גלייזר Donald Harrison דונלד האריסון Donald II of Scotland מלך סקוטלנד דונלד השני Donald III of Scotland מלך סקוטלנד דונלד השלישי Donald Johanson דונלד ג'והנסון Donald Kagan דונלד קגן Donald Knuth דונלד קנות' Donald Maclean דונלד מקלין Donald Martino דונלד מרטינו Donald O'Connor דונלד או'קונור Donald Pleasence דונלד פלזנס Donald Royal דונלד רויאל Donald Rumsfeld דונלד רמספלד Donald Sanford דונלד סנפורד Donald Sangster דונלד סנגסטר Donald Sumpter דונלד סאמפטר Donald Sutherland דונלד סאת'רלנד Donald Tovey דונלד טובי Donald Trump דונלד טראמפ Donald Tusk דונלד טוסק Donald Watson דונלד ווטסון Donald Winnicott דונלד ויניקוט Donatas Banionis דונאטס בניוניס Donatella Versace דונטלה ורסצ'ה Donatello דונטלו Donation of Constantine מתת קונסטנטינוס Donation of Pepin מתת פפין Donatism דונאטיזם Donato דונאטו Donato Bramante דונטו ברמנטה Donato Manduzio דונטו מנדוציו Donaueschingen Festival פסטיבל דונאואשינגן Donavia דונאוויה Donbass דונבאס Donbass Arena דונבאס ארנה Donbassaero דונבאסאירו Doncaster Rovers F.C. players קטגוריה:כדורגלני דונקסטר רוברס Dondurma גלידה מסטיק Done תבנית:בוצע Donepezil דונפזיל Donets סוורסקי דונץ Donetsk דונצק Donetsk קטגוריה:דונצק Donetsk Oblast דונצק Donetsk Oblast קטגוריה:מחוז דונצק Donetsk Oblast Hrabove הרבובה Dong דונג Dong Haichuan דונג האי צ'ואן Dong Hoi Airport נמל התעופה דונג הוי Dong Phaya Yen Mountains חורשת דונג פאיה ין-קהאו יאי Dong Qichang דונג צ'יצ'אנג Dongguan דונגגוואן Donghai Bridge גשר דונגהאי Donji Miholjac דוני מיכוליאץ Donji Potočari פוטוקרי Donkey חמור Donkey חמור הבית Donkey Kong דונקי קונג Donkeys קטגוריה:חמורים Donn Draeger דון דרייגר Donn Starry דון סטארי Donna דונה Donna Haraway דונה הראווי Donna Karan דונה קארן Donna Reed דונה ריד Donna Shalala דונה שלאלה Donna Summer דונה סאמר Donna Williams דונה ויליאמס Donna Woolfolk Cross דונה וולפולק קרוס Donna de Varona דונה דה וארונה Donncoirce דונכוירכה Donnelly דונלי Donnie Darko דוני דארקו Donnie Love User:Donnie Love Donnie Wahlberg דוני וולברג Donovan דונובן Donovan Bailey דונובן ביילי Dont look movieposter.jpg תמונה:Dontlooknow.jpg Donta Smith דונטה סמית' Dontaye Draper דונטה דרייפר Donté Greene דונטה גרין Donyell Marshall דונייל מרשל Doo-Wops & Hooligans Doo-Wops & Hooligans Doo-wop דו-וופ Doobon coat דובון Doodle שרבוט Doodle Jump Doodle Jump Dookie Dookie Dooley Wilson דולי וילסון Doolittle דוליטל Doolittle Raid הפשיטה של דוליטל Doom דום Doom 3 דום 3 Doom II: Hell on Earth דום II: גיהנום על כדור הארץ Doom metal דום מטאל Doom metal musical groups קטגוריה:להקות דום מטאל Doomsday דומסדיי Doomsday Book ספר יום הדין Doomsday Clock שעון יום הדין Doomsday rule כלל יום הדין Doomsword Doomsword Door דלת Door handle ידית דלת Door to Hell שער הגיהנום Doorman שומר סף Doors קטגוריה:דלתות Doors Open Days יום פתוח Dopamine דופמין Dopamine agonist אגוניסטים לדופמין Dopamine transporter נשא דופמין Dophkah דפקה Doping אילוח Doping cases in association football קטגוריה:כדורגלנים שהורשעו באימרוץ Doping cases in athletics קטגוריה:אתלטים שהורשעו באימרוץ Doping cases in basketball קטגוריה:כדורסלנים שהורשעו באימרוץ Doping cases in cycling קטגוריה:רוכבי אופניים שהורשעו באימרוץ Doping cases in sport קטגוריה:ספורטאים שהורשעו באימרוץ Doping cases in swimming קטגוריה:שחיינים שהורשעו באימרוץ Doping in sport סמים בספורט Doping in sport קטגוריה:סמים בספורט Doppelganger Week שבוע הדופלגנגר Doppler דופלר Doppler broadening הרחבת דופלר Doppler effect אפקט דופלר Doppler radar מכ"ם דופלר Doquz Khatun דוקוז חאתון Dor גיל - גמלאי ישראל לכנסת Dor Daim דרדעים Dor Daniel דור דניאל Dor Hugi דור חוגי Dor Kochav דור כוכב Dor Malul דור מלול Dor Micha דור מיכה Dor Peretz דור פרץ Dor Yeshorim דור ישרים Dora דורה Dora Baltea דורה בלטאה Dora Diamant דורה דיאמנט Dora Gabe דורה גאבה Dora Gad דורה גד Dora Gerson דורה גרשון Dora Maar דורה מאר Dora Maar au Chat דורה מאר עם חתול Dora the Explorer מגלים עם דורה Dorad Power Station תחנת הכוח דוראד Dorado דג זהב Dorado דוראדו Dorado קטגוריה:קבוצת הכוכבים דג זהב Dorados de Sinaloa footballers קטגוריה:כדורגלני דוראדוס דה סינלואה Doraemon דורימון Dorayaki דוראיאקי Dorcas gazelle צבי הנגב Dordogne דורדון Dore Gold דורי גולד Dorel Golan דוראל גולן Dorfman דורפמן Dorgali דורגלי Dori דורי Dori Media Group דורי מדיה גרופ Dori Spivak דורי ספיבק Dori of Yejju צ'יף יג'ו דורי Doria דוריה Doria Shafik דוריה שפיק Dorian "Doc" Paskowitz דוריאן פסקוביץ Dorian Gray דוריאן גריי Dorians דורים Doric Greek יוונית דורית Doric Hexapolis השישייה הדורית Doric order הסדר הדורי Dorieus דוריאיוס Dorin Goian דורין גויאן Dorin Rotariu דורין רוטאריו Doris Day דוריס דיי Doris Fitschen דוריס פיטשן Doris Hart דוריס הארט Doris Lessing דוריס לסינג Doris Leuthard דוריס לויטהרד Doris Reynolds דוריס רנולדס Doris Roberts דוריס רוברטס Doris Salcedo דוריס סלסדו Doriskos דוריסקוס Dorit Aharonov דורית אהרונוב Dorit Bar Or דורית בר-אור Dorit Beinisch דורית ביניש Dorit Rabinyan דורית רביניאן Dorival Caymmi דוריבאל קאיימי Dorje108/Dukkha דוקהה Dorje108/Dukkha v2 דוקהה Dork Diaries יומני החנונית Dorkstar17/Infoboxes אנקונדה Dormammu דורמאמו Dormancy תרדמה Dormice קטגוריה:נמנמניים Dormition Abbey כנסיית הדורמיציון Dormouse נמנמניים Dornach דורנאך Dornbirn דורנבירן Dornbirn District דורנבירן Dorney Lake אגם דורני Dornier Do 17 דורניר Do 17 Dornod Province דורנוד Dornogovi Province דורנוגובי Dorohoi דורוחוי Dorohoi pogrom פרעות דורוחוי Doron דורון Doron משתמש:דורון Doron Almog דורון אלמוג Doron Avital דורון אביטל Doron Egozi דורון אגוזי Doron Galezer דורון גלעזר Doron Jamchi דורון ג'מצ'י Doron Medalie דורון מדלי Doron Mendels דורון מנדלס Doron Perkins דורון פרקינס Doron Sabag דורון סבג Doron Shaziri דורון שזירי Doron Sheffer דורון שפר Doron Shmueli דורון שמואלי Doron Solomons דורון סולומונס Doron Toister דורון טויסטר Doron Zeilberger דורון ציילברגר Doronef~enwiki משתמש:תומאס Doronyg משתמש:Doronyg Dorot דורות Dorothea Dix דורותיאה דיקס Dorothea Douglass Lambert Chambers דורותי דאגלס צ'יימברס Dorothea Krook-Gilead דורותיאה קרוק Dorothea Lange דורותיאה לאנג Dorothea Neff דורותיאה נף Dorothea Wendling דורותיאה ונדלינג Dorothea of Caesarea דורותאה הקדושה Dorothea von Schlegel דורותיאה שלגל Dorotheenstadt cemetery בית הקברות דורותיאנשטאדט Dorothy Allison דורותי אליסון Dorothy Arzner דורותי ארזנר Dorothy Dandridge דורותי דנדרידג' Dorothy DeLay דורותי דיליי Dorothy Fields דורותי פילדס Dorothy Garrod דורותי גארוד Dorothy Height דורותי הייט Dorothy Hodgkin דורותי קרופוט הודג'קין Dorothy Malone דורותי מלון Dorothy McGuire דורותי מקגוויר Dorothy Parker דורותי פרקר Dorothy Stang דורותי סטאנג Dorothy de Rothschild דורותי דה רוטשילד Dorrit Moussaieff דורית מוסאיוף Dorsal Axe/Sandbox6 פיליפ ג'יי פריי Dorsal Axe/Sandbox8 פיוצ'רמה#הדמויות הראשיות Dorsal carpal arch רשת שורש היד הגבית Dorsal carpal branch of the radial artery ענף שורש היד הגבי Dorsal carpal branch of the ulnar artery ענף שורש היד הגבי Dorsal digital arteries of hand עורקי האצבעות הגביים Dorsal metacarpal arteries עורקי מתוך היד הגביים Dorset דורסט Dorset קטגוריה:דורסט Dorsey דורסי Dorsoduro דורסודורו Dorsolateral prefrontal cortex קליפת המוח הקדם-מצחית הגבית-צדית Dorsum גבי Dortmund דורטמונד Dorudontinae דורודונטידים Doruntinasadiku1 פרישטינה Dory Chamoun דורי שמעון Dorycnium אחילוטוס Doryphoros נושא הרומח Dosa ben Harkinas רבי דוסא בן הרכינס Dositej Obradović דוסיטיי אוברדוביץ' Dositheos II of Jerusalem דוסיתאוס השני Dossa Júnior דוסה ג'וניור Dostojewskij משתמש:Dostojewskij Dot matrix printing מדפסת סיכות Dot product מכפלה סקלרית Dot-com bubble בועת הדוט-קום DotNetNuke DotNetNuke Dota 2 Dota 2 Dothan דותן Dothan תל דותן Dothraki language דות'ראקית Dots and Boxes משחק קווים וריבועים Dots per inch Dpi Douala דואלה Douaumont Ossuary גלוסקמת דואומון Double דאבל Double Concerto הקונצ'רטו הכפול של ברהמס Double Dynamite זה רק כסף Double Happiness אושר כפול Double Identity זהות כפולה Double Indemnity שיפוי כפול Double acute accent סימן הטעמה עלי כפול Double agent סוכן כפול Double agents קטגוריה:סוכנים כפולים Double bass קונטרבס Double burden המשמרת השנייה Double check שח כפול Double factorial עצרת כפולה Double fertilization הפריה כפולה Double fisherman's knot קשר דייגים כפול Double grave accent סימן הטעמה משני כפול Double layer שכבה כפולה Double taxation כפל מס Double-bassists קטגוריה:נגני קונטרבס Double-ended queue דו-תור Double-entry bookkeeping system הנהלת חשבונות כפולה Double-exchange mechanism שחלוף כפול Double-headed דו-ראשי Double-headed eagle עיט דו-ראשי Double-slit experiment ניסוי שני הסדקים DoubleClick DoubleClick Doubling the cube הכפלת הקובייה Doubly stochastic matrix מטריצה דו-סטוכסטית Doubs דו Doubt ספק Doubtful Sound דאוטפול סאונד Doug Christie דאג כריסטי Doug Ducey דאג דוסי Doug Lishman דאג לישמן Doug McDermott דאג מקדרמוט Doug Russell דאגלס ראסל Doug Savant דאג סאוואנט Doug Stanhope דאג סטנהופ Doug Williams דאג ויליאמס Doug Yule דאג יול Dougga דוגה Dough בצק Dough offering חלה Doughnut דונאט Doughnuts קטגוריה:סופגניות Doughs קטגוריה:בצקים Dougie Poynter דאגי פוינטר Douglas דאגלס Douglas דוגלאס פריירה Douglas A-4 Skyhawk A-4 סקייהוק Douglas Adams דאגלס אדמס Douglas Adams קטגוריה:דאגלס אדמס Douglas Aircraft Company דאגלס איירקראפט קומפני Douglas Alexander דאגלס אלכסנדר Douglas B-23 Dragon B-23 דרגון Douglas Bader דאגלס באדר Douglas Booth דאגלס בות' Douglas Boyd דגלס בויד Douglas Corrigan דאגלס קוריגן Douglas Costa דוגלאס קוסטה Douglas Coupland דאגלס קופלנד Douglas DC-1 דאגלס DC-1 Douglas DC-2 דאגלס DC-2 Douglas DC-3 DC-3 דקוטה Douglas DC-4 דאגלס DC-4 Douglas DC-5 דאגלס DC-5 Douglas DC-6 דאגלס DC-6 Douglas DC-7 דאגלס DC-7 Douglas DC-8 דאגלס DC-8 Douglas Dolphin דאגלס דולפין Douglas Engelbart דאגלס אנגלברט Douglas Fairbanks דאגלס פיירבנקס Douglas Feith דאגלס פיית' Douglas Gordon דאגלס גורדון Douglas Haig in 1914-15 דאגלס הייג Douglas Haig in 1916 דאגלס הייג Douglas Haig in 1917 דאגלס הייג Douglas Henshall דאגלס הנשל Douglas Hofstadter דאגלס הופשטטר Douglas Hyde דאגלס הייד Douglas MacArthur דאגלס מקארתור Douglas Macgregor דגלס מקגרגור Douglas Mawson דאגלס מוסון Douglas McCain דגלאס מקיין Douglas McGregor דאגלס מקגרגור Douglas Morton Dunlop דאגלס מורטון דנלופ Douglas Osheroff דאגלס אושרוף Douglas SBD Dauntless SBD דונטלס Douglas Valder Duff דאגלס דאף Douglas X-3 Stiletto X-3 Douglas da Silva דאגלס דה סילבה Douglas fir אשוח דאגלס Douglass North דאגלס נורת' Doukhobor דוחובורים Doula תמיכת לידה Doumer Island דומר Douro דורו Doutzen Kroes דואוצן קרוס Douwe Bob דווה בוב Dov Alfon דב אלפון Dov Bar-Nir דב בר-ניר Dov Ben-Meir דב בן-מאיר Dov Ber Abramowitz דובר אברמוביץ Dov Ber of Mezeritch דב בער ממזריטש Dov Berish Weidenfeld דב בריש וידנפלד Dov Eichenwald דב איכנולד Dov Elbaum דב אלבוים Dov Feigin דב פייגין Dov Freiberg דב פרייברג Dov Frohman דב פרוהמן Dov Gruner דב גרונר Dov Hikind דב הייקינד Dov Hoz דב הוז Dov Kalmanovich דב קלמנוביץ Dov Karmi דב כרמי Dov Khenin דב חנין Dov Landau דב לנדו Dov Levin דב לוין Dov Lior דוב ליאור Dov Lipman דב ליפמן Dov Milman דב מילמן Dov Moran דב מורן Dov Sadan דב סדן Dov Schperling דב שפרלינג Dov Schwartzman דב שוורצמן Dov Seltzer דובי זלצר Dov Shilansky דב שילנסקי Dov Weissglass דב ויסגלס Dov Yermiya דב ירמיה Dov Yosef דב יוסף Dov Zakheim דב זקהיים Dov Zakin דב זכין Dov Zur דב צור Dovber Schneuri דובער שניאורי Dove Cameron דאב קמרון Dove Campaign for Real Beauty מסע ההסברה של חברת דאב ליופי אמיתי Dovecote שובך Dover דובר Dover Air Force Base בסיס חיל האוויר דובר Dover Castle טירת דובר Dover Kosashvili דובר קוסאשווילי Dovev דוב"ב Dovev Gabay דובב גבאי Dovi משתמש:Dovi Dovid Barkin דוד ברקין Dovid Bornsztain דוד בורנשטיין Dovid Feinstein דוד פיינשטיין Dovid Knut דוד קנוט Dovid Kviat דוד קוויאט Dovid Leibowitz חיים דוד ליבוביץ Dovid Lifshitz דוד ליפשיץ Dovid Povarsky דוד פוברסקי Dovid Schustal דוד שוסטל Dovrat דברת Dow Ber Meisels דוב בער מייזלס Dow Chemical Company דאו כימיקלים Dow Jones & Company דאו ג'ונס Dow Jones Industrial Average מדד דאו ג'ונס Down דאון Down Beat דאון ביט Down Low Down Low Down and Out in Paris and London דפוק וזרוק בפריז ובלונדון Down by Law נרדפי החוק Down quark קווארק למטה Down syndrome תסמונת דאון Downburst פרץ רוח Downcutting התחתרות לעומק Downfall הנפילה Downhill mountain biking דאון היל Downing Street רחוב דאונינג Downing Street mortar attack התקפת המרגמות על מעון ראש ממשלת בריטניה Download הורדה Download manager מנהל הורדות Download.com Download.com Downstairs Upstairs על אדונים ומשרתים Downton Abbey אחוזת דאונטון Downtown Downtown Downtown דאונטאון Downtown Brooklyn דאונטאון ברוקלין Downtown Disney דאונטאון דיסני Downtown Precinct אחת אפס אפס Downtown Triangle המשולש Dowry נדוניה Dowsing דאוזינג Doxa Katokopias F.C. דוקסה קאטוקופיה Doxazosin דוקסאזוסין Doxography דוקסוגרפיה Doxycycline דוקסיציקלין Doyle Brunson דויל ברונסון Doze Niu דוזה ניו Dozhd גשם Doña Rosita the Spinster דוניה רוסיטה הרווקה Dpkg Dpkg Dpkg קטגוריה:Dpkg Dr Brains User:Dr Brains Dr Pepper ד"ר פפר Dr Sun Yat-sen Museum מוזיאון דוקטור סון יאט-סן Dr bushra shams אקשאיי קומאר Dr. Alban ד"ר אלבן Dr. Death ד"ר מוות Dr. Dre ד"ר דרה Dr. Goldfoot and the Bikini Machine ד"ר גולדפוט ומכונת הביקיני Dr. Goldfoot and the Girl Bombs הפצצות של ד"ר גולדפוט Dr. Heinz Doofenshmirtz ד"ר היינץ דופנשמירץ Dr. Horrible's Sing-Along Blog בלוג השירה בציבור של ד"ר הוריבל Dr. Jekyll and Sister Hyde ד"ר ג'קיל והאחות הייד Dr. Luke דוקטור לוק Dr. Martens ד"ר מרטינס Dr. No ד"ר נו Dr. Oetker ד"ר אטקר Dr. Phil ד"ר פיל Dr. Pomerantz ד"ר פומרנץ Dr. Sapir Hospital and Charity Center מרכז הצדקה ובית החולים ד"ר ספיר Dr. Seuss דוקטור סוס Dr. Seuss קטגוריה:דוקטור סוס Dr. Seuss' How the Grinch Stole Christmas הגרינץ' Dr. Strangelove דוקטור סטריינג'לאב Dr. Watson דוקטור ווטסון Dr.Sobelioni עזרה:תפריט ראשי DrDre-2001.jpg קובץ:Dr. Dre - 2001.jpg Drachten דראכטן Draco דרקון Draco Malfoy דראקו מאלפוי Draconian Draconian Dracula דרקולה Dracula קטגוריה:דרקולה Dracula Untold דרקולה: ההתחלה Dracula simia סחלב הקוף הערפדי Draculin דראקולין Dracunculus medinensis תולעת גינאה Draft דראפט Draft שוקע Draft document טיוטה Draft evasion הימנעות מגיוס Drag גרר Drag דראג Drag Me to Hell קחי אותי לגיהינום Drag and drop גרור ושחרר Drag queen דמות דראג Drag queens קטגוריה:דראג Dragan Bender דראגן בנדר Dragan Blatnjak דראגן בלאטניאק Dragan Tsankov דראגן צאנקוב Dragan Čović דרגאן צ'וביץ' Drago Doctrine דוקטרינת דראגו Drago Štajnberger אדולף שטיינברגר Dragobete דראגובטה Dragoman דרגומן Dragomans קטגוריה:דרגומנים Dragon דרגון Dragon דרקון Dragon Ball דרגון בול Dragon Ball Super דרגון בול סופר Dragon Boat Festival חג סירות הדרקון Dragon Wing כנף הדרקון Dragon boat דרגון בוט Dragon curve עקומת דרקון Dragon's teeth שיני דרקון Dragon: The Bruce Lee Story הדרקון: סיפורו של ברוס לי DragonBot משתמש:DragonBot DragonForce דראגונפורס Dragonfly שפיריות Dragonheads Dragonheads Dragonlance קטגוריה:רומח הדרקון Dragonlance רומח הדרקון Dragonlance תבנית:רומח הדרקון Dragonlance Characters around a campfire by Larry Elmore.jpg קובץ:Dragonlance Characters.jpg Dragonlance Chronicles רשומות רומח הדרקון Dragonlance Legends אגדות רומח הדרקון Dragonlance: Dragons of Autumn Twilight רומח הדרקון - דרקונים של דמדומי הסתיו Dragons קטגוריה:דרקונים Dragons flight/autism אוטיזם Dragons of the Dwarven Depths הרשומות האבודות Dragoon דרגון Dragoslav Jevrić דרגוסלאב יבריץ' Dragoș Grigore דראגוש גריגורה Dragunov sniper rifle רובה צלפים דרגונוב Dragée דרז'ה Drahichyn דרוהיצ'ין Drahomanivka דראהומניבקה Drainage basin אגן ניקוז Drainage basins of the Black Sea קטגוריה:הים השחור: נהרות Drainage divide קו פרשת המים Draisine טרזינה Drake דרייק Drake & Josh דרייק וג'וש Drake Bell דרייק בל Drake Passage מעבר דרייק Drake equation נוסחת דרייק Drakensberg דראקנסברג Drakes Bay מפרץ דרייקס Drama דרמה Drama קטגוריה:דרמה Drama film סרט דרמה Drama films קטגוריה:סרטי דרמה Drama school בית ספר למשחק Drama schools קטגוריה:בתי ספר למשחק Drama teachers קטגוריה:מורים למשחק Drama television series קטגוריה:סדרות דרמה Drama therapy טיפול בדרמה Dramatists and playwrights קטגוריה:מחזאים Dramatists and playwrights by nationality קטגוריה:מחזאים לפי מדינה Dramatists and playwrights from Georgia קטגוריה:מחזאים גאורגים Dramaturgy דרמטורגיה Drambuie דרמבוי Dramma giocoso דרמה ג'וקוזו Dramma per musica דרמה פר מוזיקה Drammen דראמן Drancy דראנסי Drancy internment camp מחנה הריכוז דראנסי Draper דרייפר Drapetomania דראפטומניה Draughts דמקה Drava דראווה Dravet syndrome תסמונת דרווה Dravidian languages קטגוריה:שפות דראווידיות Dravidian languages שפות דראווידיות Draw תיקו Draw Something Draw Something Draw by agreement תיקו Draw poker Draw poker Drawback הישבון Drawbridge גשר מתרומם Drawer מגירה Drawing רישום Drawing Hands ידיים רושמות Drawing pin נעץ Drawings קטגוריה:רישומים Drawn Together דירת המצוירים Drax the Destroyer דראקס המשמיד Draymond Green דריימונד גרין Dražan Jerković דראז'ן ירקוביץ' Dražen Petrović דראז'ן פטרוביץ' Drea de Matteo דראה דה-מתאו Dreadlocks ראסטות Dreadnoughtus דרדנוטוס Dream חלום Dream Chaser דרים צ'ייסר Dream Letter: Live in London 1968 Dream Letter: Live in London 1968 Dream Lover Dream Lover Dream On Dream On Dream Story סיפור חלום Dream Theater Dream Theater Dream Theater קטגוריה:דרים ת'יאטר Dream Theater תבנית:דרים ת'יאטר Dream Theater albums קטגוריה:אלבומי דרים ת'יאטר Dream Within a Dream Tour Dream Within a Dream Tour Dream interpretation פירוש חלומות Dream of the Red Chamber חלום החדר האדום Dream question שאלת חלום DreamWorks דרימוורקס DreamWorks קטגוריה:דרימוורקס DreamWorks Animation אולפני ההנפשה של דרימוורקס DreamWorks Animation תבנית:סרטי דרימוורקס אנימציות DreamWorks Pictures films קטגוריה:דרימוורקס: סרטים Dreamcast דרימקאסט Dreamcatcher לוכד החלומות Dreamcatcher לוכד חלומות Dreamflightlogo.png קובץ:Dreamflightlogo.jpg Dreamgirls נערות החלומות Dreamism משתמש:Dreamism Dreams חלומות Dreams from My Father חלומות מאבי Dreamtale Dreamtale Dreamtime זמן החלום Dred Scott דרד סקוט Dred Scott Sandford פסק דין דרד סקוט נגד סנדפורד Dredd השופט דרד Dredging אוניית מחפר Drei Chinesen mit dem Kontrabass שניים סינים עם כינור גדול Dreidel סביבון#סביבון חנוכה Dreieckhorn דרייאקהורן Dreish/2007 in summary 2007 Drenthe דרנתה Dresden דרזדן Dresden קטגוריה:דרזדן Dresden Elbe Valley עמק האלבה בדרזדן Dresden Frauenkirche פראואנקירכה Dresden Philharmonic התזמורת הפילהרמונית של דרזדן Dresdner Kreuzchor מקהלת הצלב של דרזדן Dress שמלה Dress code קוד לבוש Dressage רכיבה אמנותית Dressed herring שובה Dresses קטגוריה:שמלות Dressing חבישה Drest דרסט Drest Gurthinmoch מלך הפיקטים דרסט השני Drest I מלך הפיקטים דרסט הראשון Drest III מלך הפיקטים דרסט השלישי Drest IV מלך הפיקטים דרסט הרביעי Drest IX מלך הפיקטים דרסט התשיעי Drest V מלך הפיקטים דרסט החמישי Drest VI מלך הפיקטים דרסט השישי Drest VII מלך הפיקטים דרסט השביעי Drest VIII מלך הפיקטים דרסט השמיני Drest X מלך הפיקטים דרסט העשירי Dresta דרסטה Drew דרו Drew Barrymore דרו ברימור Drew Carey דרו קארי Drew Fuller דרו פולר Drew Gilpin Faust דרו גילפין פאוסט Drew Gooden דרו גודן Drew Houston דרו האוסטון Drew Nicholas דרו ניקולס Drew.ward/sandbox פועל עזר Drexler דרקסלר Dreyfus דרייפוס Dreyfus affair פרשת דרייפוס Dreyfus affair קטגוריה:פרשת דרייפוס Drfg90/Bioapplications of Plasmonics/Test פלזמון Dried fruit פירות יבשים Dries Mertens דריס מרטנס Drifting דריפט Drifting נגוע Drijat דריג'את Drill דריל Drill מקדחה Drilling and blasting קידוח ופיצוץ Drimia חצב Drimia maritima חצב מצוי Drin דרין Drink משקה Drink Me Eat Me Drink Me Eat Me Drink stubs קטגוריה:קצרמר משקאות Drinker דרינקר Drinking שתייה Drinking bird ציפור שותה Drinking culture קטגוריה:תרבות שתיית אלכוהול Drinking straw קשית שתייה Drinking water מי שתייה Drinking water קטגוריה:מי שתייה Drinkware כוס Drip irrigation השקיה בטפטוף Driss Jettou דריס ג'טו DritonRedenica/Prishtina7 פרישטינה Drive דרייב Drive Angry מרדף עצבני Drive in Arena היכל קבוצת שלמה Drive mapping כונן רשת Drive-in theater דרייב אין Driver Driver Driver דרייבר Driver's license רישיון נהיגה Driving נהיגה Driving Miss Daisy הנהג של מיס דייזי Driving licence in Israel לימוד נהיגה בישראל Driving simulator סימולטור נהיגה Driving the Last Spike Driving the Last Spike Driving under the influence נהיגה בשכרות Drizzt Do'Urden דריזט דו'אורדן Drobeta-Turnu Severin דרובטה-טורנו סברין Drobin דרובין Drobytsky Yar דרוביצקי יאר Droeshout portrait דיוקן דרושאוט Drogue parachute מצנח בלימה Drohiczyn דרוהיצ'ין Drohobych דרוהוביץ' Droit du seigneur זכות הלילה הראשון Drom HaSharon Regional Council מועצה אזורית דרום השרון Drom HaSharon Regional Council קטגוריה:מועצה אזורית דרום השרון Drom HaSharon Regional Council תבנית:מועצה אזורית דרום השרון Dromaeosauridae דרומאוזאוריים Dromaeosaurs קטגוריה:דרומאוזאוריים Dromaeosaurus דרומאוזאורוס Dromaius אמואיים Dromedary גמל חד-דבשתי Dromichaetes דרומיכטס Dromon דרומון Drones Drones Drongo דרונגים Dronten דרונטן Drop טיפה Drop C tuning כיוון דרופ סי Drop Dead Diva גדולה מהחיים Drop tank מכל דלק נתיק Dropbox Dropbox Dropmire Dropmire Dror Bar-Natan דרור בר-נתן Dror Elimelech דרור אלימלך Dror Feiler דרור פיילר Dror Green דרור גרין Dror Hajaj דרור חג'ג' Dror Kashtan דרור קשטן Dror Mishani דרור משעני Dror Moreh דרור מורה Dror Shaul דרור שאול Dror Zeigerman דרור זייגרמן Dror-Israel תנועת דרור-ישראל Drora Bruck דרורה ברוק Drori דרורי Drosera טללית Droseraceae קטגוריה:טלליתיים Drosophila דרוזופילה Drosophila melanogaster דרוזופילה Drosophilidae קטגוריה:דרוזופיליים Droste effect אפקט דרוסטה Drottningholm Palace ארמון דרוטנינגהולם Drought בצורת Droughts קטגוריה:בצורות Drowning טביעה Drucker דרוקר Drude model מודל דרודה Drug סם Drug Enforcement Administration המנהל לאכיפת Drug and alcohol rehabilitation centers קטגוריה:מוסדות גמילה מסמים ומאלכוהול Drug control law enforcement agencies קטגוריה:ארגוני מאבק בסמים Drug liberalization לגליזציה של סמים קלים Drug overdose מנת יתר Drug reaction with eosinophilia and systemic symptoms תסמונת DRESS Drug rehabilitation קטגוריה:גמילה Drug tolerance סבילות Drug traffickers קטגוריה:מורשעים בעבירות סמים Drug withdrawal תסמונת נסיגה Drugs קטגוריה:תרופות Drugs Are Nice קטגוריה:ספרות יהודית Drugs acting on the cardiovascular system קטגוריה:תרופות הפועלות על המערכת הקרדיווסקולרית Drugstore Cowboy דראגסטור קאובוי Druid דמויות במבוכים ודרקונים Druid דרואיד Druid דרואידיות Druk tsendhen המנון בהוטן Drum תוף Drum and bass דראם נ' בייס Drum kit מערכת תופים Drum machine מכונת תופים Drum stick מקל תיפוף Drumhead court-martial בית דין שדה Drummer מתופף Drummer מתופף צבאי Drummerman911 פירמידה Drummers קטגוריה:מתופפים Drums in the Night תופים בלילה Drunengalm דרוננגאלם Drunk in Love Drunk in Love Drunken shrimp חסילון שיכור Drupal דרופל Drupe בית גלעין Drury Lane Theatre Royal תיאטרון דרורי ליין Drusilla דרוסילה Druskininkai דרוסקינינקאי Druskininkai Municipality דרוסקינינקאי Drusus Julius Caesar דרוסוס יוליוס קיסר Druya דרויה Druze דרוזים Druze קטגוריה:העדה הדרוזית Druze Scouts Association הצופים הדרוזים Druze communities in Israel קטגוריה:יישובים דרוזיים בישראל Druze community in Israel קטגוריה:העדה הדרוזית בישראל Druze in Israel דרוזים בישראל Druze people קטגוריה:דרוזים Druze people of Israeli nationality קטגוריה:דרוזים ישראלים Druze people of Lebanese nationality קטגוריה:דרוזים לבנונים Druze people of Syrian nationality קטגוריה:דרוזים סורים Druze religious leaders קטגוריה:אנשי דת דרוזים Drvengrad דרוונגרד Dry Dry Dry Bones Dry Bones Dry cleaning ניקוי יבש Dry dock מבדוק Dry etching איכול יבש Dry ice קרח יבש Dry lake אגם יבש Dry port נמל יבשתי Dry roasting קלייה Dryad דריאדה Dryanovo דריאנובו Drygalski Fjord לשון הקרח דריגאלסקי Drygalski Glacier קרחון דריגאלסקי Dryguy/Lincoln Kennedy Coincidences צירוף המקרים של לינקולן וקנדי Dryland farming חקלאות בעל Drymoreomys אוגר יער הררי Dryococelus australis Dryococelus australis Dryopithecus דריופיתקוס Drywall בנייה בגבס Drzewica דז'וויצה Drôme Valence ואלנס Dschinghis Khan ג'ינגיס חאן Dselect Dselect Dstuartnz/Sandbox אנרכיזם Dtheater-change-seasons.jpg תמונה:Dream theater acos.jpg Du Fu דו פו Du fria Du gamla המנון שוודיה DuPont דופונט DuPont analysis נוסחת DuPont Dual זוגי Dual Alliance הברית הכפולה Dual basis מרחב דואלי#הבסיס הדואלי Dual diagnosis תחלואה כפולה Dual loyalty נאמנות כפולה Dual segmented Langmuir probe פרובה 2 Dual space מרחב דואלי Dual-energy X-ray absorptiometry בדיקת צפיפות עצם Dualism דואליזם Duan Albanach דואן אלבאנאך Duane Reade דוויין ריד Duane syndrome תסמונת דוויין Duart Castle טירת דיוארט Duarte דוארטה Duarte de Menezes דוארטה דה מנזש Duathlon דואתלון Dub דאב Dub Inc דאב אינקורפורשיין Dub music דאב Dubai דובאי Dubai קטגוריה:דובאי Dubai City Tower דובאי סיטי טאוור Dubai Festival City דובאי פסטיבל סיטי Dubai International Airport נמל התעופה הבינלאומי דובאי Dubai Tennis Championships אליפות דובאי בטניס Dubai World דובאי וורלד DubaiSat-1 דובאי סאט 1 Dubbing דיבוב Dubbo דובו Dubek דובק Dubiecko דובצק Dubienka דוביינקה Dubin–Johnson syndrome תסמונת דובין ג'ונסון Dublin דבלין Dublin קטגוריה:דבלין Dublin Airport נמל התעופה של דבלין Dublin Castle טירת דבלין Dublin Core דבלין קור Dublin General Post Office בית הדואר המרכזי Dublin Henry Street רחוב הנרי Dublin Regulation תקנת דבלין Dublin Swords סוורדס Dublin Temple Bar טמפל בר Dublin Trinity College טריניטי קולג' Dublin Wellington Monument אנדרטת ולינגטון Dubliners דבלינאים Dubna דובנה Dubnium דובניום Dubno דובנו Dubravka Ugrešić דובראבקה אוגרשיץ' Dubrovin Farm אחוזת דוברובין Dubrovnik דוברובניק Dubrovnik קטגוריה:דוברובניק Dubrovnik Synagogue בית הכנסת דוברובניק Dubrovytsia דומברוביץ Dubroŭna דוברובנה Dubstep דאבסטפ Dubăsari דובסרי Duc de Berry Belles Heures of Jean de France השעות היפות של דוכס ברי Duca דוקה Ducat דוקט Ducati דוקאטי Duccio דוצ'ו Duchenne de Boulogne גיום בנז'מן אמנד דושן דה בולון Duchenne muscular dystrophy ניוון שרירים על שם דושן Duchess Duchess Duchess Louise Charlotte of Mecklenburg-Schwerin דוכסית מקלנבורג-שוורין לואיזה שרלוטה Duchess Marie of Mecklenburg-Schwerin דוכסית מקלנבורג-שוורין מארי Duchess of Argyll Princess Louise נסיכת הממלכה המאוחדת לואיז Duchess of Brabant Princess Elisabeth נסיכת בלגיה אליזבת Duchess of Cambridge Catherine דוכסית קיימברידג' קתרין Duchess of Cambridge Family of Catherine משפחת מידלטון Duchess of Cornwall דוכסית קורנוול Duchess of Cornwall Camilla דוכסית קורנוול קמילה Duchess of Lugo Infanta Elena דוכסית לוגו אלנה Duchess of Marlborough Sarah Churchill הדוכסית ממרלבורו שרה צ'רצ'יל Duchess of Milan Isabella of Aragon איזבלה מנאפולי Duchess of Montpensier Anne Marie Louise d'Orléans דוכסית מונפנסייה אן Duchess of Orléans Valentina Visconti ולנטינה ויסקונטי Duchess of Savoy Margaret of Austria מרגרטה לבית הבסבורג Duchess of York דוכסית יורק Duchess of York Cecily Neville ססילי נוויל Duchess of York Isabella of Castile אינפנטה איזבלה מקסטיליה Duchess of York Sarah שרה פרגוסון Duchess of Östergötland Princess Estelle דוכסית אוסטרגוטלנד אסטל Duchesses of York קטגוריה:דוכסיות יורק Duchies of the Holy Roman Empire קטגוריה:דוכסויות גרמניות Duchifat Battalion חטיבת כפיר#דוכיפת Duchy דוכסות Duchy of Brabant דוכסות בראבנט Duchy of Brittany דוכסות ברטאן Duchy of Burgundy דוכסות בורגונדיה Duchy of Cornwall קטגוריה:דוכסות קורנוול Duchy of Courland and Semigallia דוכסות קורלנד וסמיגליה Duchy of Kldekari דוכסות קלדקארי Duchy of Lancaster דוכסות לנקסטר Duchy of Lancaster קטגוריה:דוכסות לנקסטר Duchy of Milan דוכסות מילאנו Duchy of Nassau דוכסות נסאו Duchy of Normandy דוכסות נורמנדיה Duchy of Saxe-Altenburg דוכסות סקסוניה-אלטנבורג Duchy of Saxe-Meiningen דוכסות סקסוניה-מיינינגן Duchy of Saxe-Wittenberg דוכסות סקסוניה-ויטנברג Duchy of Saxony דוכסות סקסוניה Duchy of Schleswig שלזוויג Duchy of Teschen דוכסות טשן Duchy of Warsaw דוכסות ורשה Duck ברווז Duck Dynasty דאק דיינסטי Duck Hunt Duck Hunt Duck Sauce דאק סוס Duck Soup מרק ברווז Duck and cover התכופף והתכסה Duck as food בשר ברווז Duck sauce רוטב ברווז DuckTales מעשיות ברווזיות Duct tape נייר דבק Ductus arteriosus הצינור העורקי Duda דודה Dude Ranch Dude Ranch Dudeism דודאיזם Dudi Fadlon דודי פדלון Dudi Sela דודי סלע Dudinka דודינקה Dudley Moore דאדלי מור Dudley Pound דדלי פאונד Dudley Randall דדלי רנדל Dudo דודו Dudu Aharon דודו אהרון Dudu Amsalem דודי אמסלם Dudu Aouate דודו אוואט Dudu Biton דודו ביטון Dudu Cearense דודו סראנסה Dudu Elharar דודו אלהרר Dudu Fisher דודו פישר Dudu Gerstein דוד גרשטיין Dudu Geva דודו גבע Dudu Topaz דודו טופז Due Date אני בדרך אל תלחצי Due diligence בדיקת נאותות Due process הזכות להליך הוגן Duel דו-קרב Duel in the Sun דו-קרב בשמש Duelling fatalities קטגוריה:הרוגי דו-קרב Duet Duet Duet דואט Duets Duets Duets II Duets II Duff דאף Duff McKagan דאף מק'אגן Duffel bag קיטבג Duffy דאפי Dufo User:Dufo Dugesia golanica Dugesia golanica Dugit דוגית Dugny דוגני Dugong תחש המשכן Dugongidae ריטינות Duhamel דוהאמל Duiker צביונים Duikers קטגוריה:צביונים Duilio Coletti דואיליו קולטי Duisburg דיסבורג Dujiangyan irrigation system הר צ'ינגצ'נג ומערכת ההשקיה של דוג'יאנגין#מערכת ההשקיה של דוּגְ'יָאנְגְיֵן Duk/Test משתמש:Duk Dukakis דוקאקיס Dukat דוקאט Duke Duke Duke דוכס Duke Blue Devils men's basketball players קטגוריה:כדורסלני אוניברסיטת דיוק Duke Ellington דיוק אלינגטון Duke Kahanamoku דיוק קהנמוקו Duke Louis of Mecklenburg-Schwerin דוכס מקלנבורג-שוורין לודוויג Duke Nukem 3D Duke Nukem 3D Duke Nukem Forever דיוק ניוקם לנצח Duke Philipp of Württemberg דוכס וירטמברג פיליפ Duke University אוניברסיטת דיוק Duke University faculty קטגוריה:סגל אוניברסיטת דיוק Duke of Alba דוכס אלבה Duke of Albany דוכס אולבני Duke of Albany Murdoch Stewart דוכס אולבני מרדוך סטיוארט Duke of Albany Prince Leopold דוכס אולבני לאופולד Duke of Albany Robert Stewart דוכס אולבני רוברט סטיוארט Duke of Angoulême Louis Antoine דוכס אנגולם לואי אנטואן Duke of Anjou Francis דוכס אנז'ו פרנסואה Duke of Aosta Prince Amedeo הדוכס השלישי מאאוסטה הנסיך אמדאו Duke of Aosta Prince Emanuele Filiberto דוכס אאוסטה אמנואלה פיליברטו Duke of Aquitaine William I דוכס אקוויטניה גיום הראשון Duke of Austria Albert II דוכס אוסטריה אלברט השני Duke of Bavaria Henry X דוכס בוואריה היינריך העשירי Duke of Bavaria Tassilo III טסילו השלישי Duke of Berry John דוכס ברי ז'אן Duke of Bourbon Charles III דוכס בורבון שארל השלישי Duke of Brittany Francis III דוכס ברטאן פרנסואה השלישי Duke of Brittany Geoffrey II דוכס בריטני ג'פרי Duke of Brunswick-Lüneburg George דוכס בראונשווייג-לינבורג גאורג Duke of Brunswick-Lüneburg George William דוכס בראונשווייג-לינבורג גאורג וילהלם Duke of Brunswick-Wolfenbüttel Charles William Ferdinand דוכס בראונשווייג קרל וילהלם פרדיננד Duke of Cambridge דוכס קיימברידג' Duke of Cambridge Prince Adolphus דוכס קיימברידג' הנסיך אדולפוס Duke of Cambridge Prince George דוכס קיימברידג' הנסיך ג'ורג' Duke of Cambridge Prince William דוכס קיימברידג' הנסיך ויליאם Duke of Clarence דוכס קלרנס Duke of Clarence and Avondale Prince Albert Victor דוכס קלרנס ואייבונדייל הנסיך אלברט ויקטור Duke of Connaught and Strathearn דוכס קונוט וסטראת'רן Duke of Connaught and Strathearn Prince Arthur דוכס קונוט וסטראת'רן הנסיך ארתור Duke of Cornwall דוכס קורנוול Duke of Cumberland דוכס קמברלנד Duke of Edinburgh דוכס אדינבורו Duke of Edinburgh Prince Philip דוכס אדינבורו הנסיך פיליפ Duke of Fife דוכס פיף Duke of Gloucester דוכס גלוסטר Duke of Gloucester Humphrey דוכס גלוסטר המפרי Duke of Gloucester Prince Henry דוכס גלוסטר הנסיך הנרי Duke of Gloucester Prince Richard דוכס גלוסטר הנסיך ריצ'רד Duke of Gloucester Prince William דוכס גלוסטר הנסיך ויליאם Duke of Guise Claude דוכס גיז קלוד Duke of Guise Francis דוכס גיז פרנסואה Duke of Guise Henry I דוכס גיז אנרי הראשון Duke of Kent דוכס קנט Duke of Kent Prince Edward דוכס קנט הנסיך אדוארד Duke of Kent Prince George דוכס קנט הנסיך ג'ורג' Duke of Kent and Strathearn Prince Edward דוכס קנט וסטרת'רן הנסיך אדוארד אוגוסטוס Duke of Lancaster דוכס לנקסטר Duke of Magenta Patrice de MacMahon פטריס דה מק-מהון Duke of Marlborough דוכס מרלבורו Duke of Mayenne Charles דוכס מיין שארל מלורן Duke of Northumberland דוכס נורת'מברלנד Duke of Orléans Charles דוכס אורליאן שארל הראשון Duke of Orléans Charles II de Valois דוכס אורליאן שארל השני Duke of Orléans Gaston דוכס אורליאן גאסטון Duke of Orléans Louis I דוכס אורליאן לואי הראשון Duke of Orléans Philippe I הדוכס מאורליאן פיליפ הראשון Duke of Parma Odoardo Farnese דוכס פארמה אודוארדו פארנזה Duke of Rothesay דוכס רות'סיי Duke of Savoy Charles Emmanuel II דוכס סבויה קרלו אמנואלה השני Duke of Saxe-Altenburg Frederick דוכס סקסוניה-אלטנבורג פרידריך Duke of Saxe-Altenburg Friedrich Wilhelm III דוכס סקסוניה-אלטנבורג פרידריך וילהלם השלישי Duke of Saxe-Coburg and Gotha Alfred דוכס אדינבורו וסקסה-קובורג-גותה אלפרד Duke of Saxe-Coburg and Gotha Charles Edward דוכס סקסוניה-קובורג-גותה קרל אדוארד Duke of Saxe-Coburg and Gotha Ernest I דוכס סקסוניה-קובורג-גותה ארנסט הראשון Duke of Saxe-Coburg and Gotha Ernest II דוכס סקסוניה-קובורג-גותה ארנסט השני Duke of Saxe-Coburg-Saalfeld Francis דוכס סקסוניה-קובורג-זאלפלד פרנץ Duke of Saxe-Gotha-Altenburg Augustus דוכס סקסוניה-גותה-אלטנבורג אוגוסט Duke of Saxe-Gotha-Altenburg Ernest II דוכס סקסוניה-גותה-אלטנבורג ארנסט השני Duke of Saxe-Gotha-Altenburg Frederick III דוכס סקסוניה-גותה-אלטנבורג פרידריך השלישי Duke of Saxe-Gotha-Altenburg Frederick IV דוכס סקסוניה-גותה-אלטנבורג פרידריך הרביעי Duke of Saxe-Meiningen Bernhard I דוכס סקסוניה-מיינינגן ברנהרד הראשון Duke of Saxe-Meiningen Bernhard II דוכס סקסוניה-מיינינגן ברנהרד השני Duke of Saxe-Meiningen Bernhard III דוכס סקסוניה-מיינינגן ברנהרד השלישי Duke of Saxe-Meiningen Georg II דוכס סקסוניה-מיינינגן גאורג השני Duke of Saxe-Zeitz Maurice דוכס סקסוניה-צייץ מוריץ Duke of Saxe-Zeitz Moritz Wilhelm דוכס סקסוניה-צייץ מוריץ וילהלם Duke of Skåne Prince Oscar דוכס סקניה הנסיך אוסקר Duke of Somerset דוכס סאמרסט Duke of Sussex דוכס ססקס Duke of Sussex Prince Augustus Frederick דוכס ססקס הנסיך אוגוסטוס פרדריק Duke of Teck Francis דוכס טק פרנסיס Duke of Teschen Archduke Albrecht דוכס טשן הארכידוכס אלברכט Duke of Teschen Archduke Charles דוכס טשן הארכידוכס קרל Duke of Teschen Archduke Friedrich דוכס טשן הארכידוכס פרידריך Duke of Vendôme Louis Joseph הדוכס מוונדום לואי ז'וזף דה בורבון Duke of Värmland Prince Carl Philip נסיך שוודיה קרל פיליפ Duke of Västergötland Prince Daniel דוכס וסטריטלנד דניאל Duke of Wellington דוכס ולינגטון Duke of Windsor דוכס וינדזור Duke of Württemberg Albrecht דוכס וירטמברג אלברכט Duke of Württemberg Charles Alexander דוכס וירטמברג קרל אלכסנדר Duke of Württemberg Eberhard Louis דוכס וירטמברג אברהרד לודוויג Duke of Württemberg-Winnental Frederick Charles דוכס וירטמברג-ויננטל פרידריך קרל Duke of York דוכס יורק Duke of York Bay מפרץ דוכס יורק Duke of York Column עמוד הדוכס מיורק Duke of York Prince Andrew דוכס יורק הנסיך אנדרו Duke of York Richard of Shrewsbury דוכס יורק ריצ'רד משרוסברי Duke of Zähringen Berthold V דוכס צרינגן ברטולד החמישי Dukedoms קטגוריה:דוכסויות Dukes קטגוריה:דוכסים Dukes of Albany קטגוריה:דוכסי אולבני Dukes of Albany תבנית:דוכסי אולבני Dukes of Burgundy קטגוריה:דוכסי בורגונדיה Dukes of Cambridge קטגוריה:דוכסי קיימברידג' Dukes of Cambridge תבנית:דוכסי קיימברידג' Dukes of Clarence קטגוריה:דוכסי קלרנס Dukes of Clarence תבנית:דוכסי קלרנס Dukes of Cornwall קטגוריה:דוכסי קורנוול Dukes of Cornwall תבנית:דוכסי קורנוול Dukes of Cumberland קטגוריה:דוכסי קמברלנד Dukes of Cumberland תבנית:דוכסי קמברלנד Dukes of Edinburgh קטגוריה:דוכס אדינבורו Dukes of Edinburgh תבנית:דוכסי אדינבורו Dukes of France קטגוריה:דוכסים צרפתים Dukes of Germany קטגוריה:דוכסים גרמנים Dukes of Gloucester קטגוריה:דוכסי גלוסטר Dukes of Gloucester תבנית:דוכסי גלוסטר Dukes of Guise קטגוריה:דוכסי גיז Dukes of Kent קטגוריה:דוכס קנט Dukes of Kent תבנית:דוכסי קנט Dukes of Lancaster קטגוריה:דוכסי לנקסטר Dukes of Marlborough קטגוריה:דוכסי מרלבורו Dukes of Milan קטגוריה:דוכסי מילאנו Dukes of Norfolk תבנית:דוכסי נורפוק Dukes of Normandy קטגוריה:דוכסי נורמנדי Dukes of Orléans קטגוריה:דוכסי אורליאן Dukes of Rothesay קטגוריה:דוכסי רות'סיי Dukes of Rothesay תבנית:דוכסי רות'סיי Dukes of Schleswig-Holstein-Sonderburg-Glücksburg קטגוריה:בית שלזוויג-הולשטיין-זונדרבורג-גליקסבורג Dukes of York קטגוריה:דוכסי יורק Dukes of York תבנית:דוכסי יורק Duki Dror דוקי דרור Dukkha דוקהה Dukla דוקלה Dukla Pass מעבר דוקלה Dukus Horant דוכוס הורנט Dulaim אלדלים Dulce Maria Espinoza Savinon דולסה מריה Dulce María דולסה מריה Dulce de batata דולסה דה בטטה Dulce de leche ריבת חלב Dulce de membrillo דולסה דה ממבריז'ו Dulce et Decorum est Dulce Et Decorum Est Dulce et decorum est pro patria mori טוב למות בעד ארצנו Dulcinea del Toboso דולסינאה דל טובוסו Dulee Johnson דולי ג'ונסון Duloxetine דולוקסטין Duluth Complex מתחם דולות Dulwich Picture Gallery גלריית דאליץ' Duma דומה Duma Key דומא קי Duma arson attack הפיגוע בדומא Dumb and Dumber טיפשים בלי הפסקה Dumb and Dumber To טיפשים בלי הפסקה 2 Dumbarton F.C. דאמברטון Dumbarton Oaks דמברטון אוקס Dumbbell משקולית Dumbbell Nebula ערפילית המשקולת Dumbledore's Army הארי פוטר - דמויות משנה#צבא דמבלדור Dumbo דמבו Dumbo דמבו הפיל המעופף Dumitru Dan דומיטרו דן Dumitru Prunariu דומיטרו פרונאריו Dumitru Stăniloae דומיטרו סטנילואיה Dummy Dummy Dummy variable משתנה מציין Dumortierite דיומורטיריט Dumping היצף Dumpling כופתה Dumplings קטגוריה:כופתאות Dumpy level מאזנת Dumuzid the Shepherd דומוזיד Dun & Bradstreet דן אנד ברדסטריט Dunaföldvár דונפלדוואר Dunaivtsi דונייבצי Dunaivtsi Raion Mynkivtsi מינקיבצי Dunajská Streda דונאיסקה סטרדה Dunaliella דונליאלה Dunam דונם Dunash ben Labrat דונש בן לברט Dunaújváros PASE דונאויברוש Dunbar's number מספר דאנבר Duncan דאנקן Duncan Armstrong דאנקן ארמסטרונג Duncan Carse דאנקן קארס Duncan Edwards דאנקן אדוארדס Duncan Goodhew דאנקן גודהיו Duncan I of Scotland מלך סקוטלנד דאנקן הראשון Duncan II of Scotland מלך סקוטלנד דאנקן השני Duncan Kennedy דאנקן קנדי Duncan McNaughton דאנקן מקנוטון Duncan Watts דאנקן וואטס Duncan of Scotland מלך סקוטלנד דאנקן Duncandozerconstruction/sandbox Tor Dundee דנדי Dundee F.C. דנדי Dundee F.C. players קטגוריה:כדורגלני דנדי Dundee United F.C. דנדי יונייטד Dundee United F.C. players קטגוריה:כדורגלני דנדי יונייטד Dundgovi Province דונדגובי Dune חולית Dune יקום חולית Dune 7 חולית 7 Dune Messiah משיח חולית Dune franchise תבנית:סדרת חולית המלאה Dunedin דנידין Dunedin Synagogue בית הכנסת של דנידין Dunfermline Palace ארמון דנפרמליין Dung Gate שער האשפות Dung beetle חיפושית זבל Dunga דונגה Dungan language דונגאן Dungannon Swifts F.C. דאנגנון סוויפטס Dungeon אובליאט Dungeon Keeper Dungeon Keeper Dungeon Master שליט המבוך Dungeon World עולם המבוך Dungeons & Dragons מבוכים ודרקונים Dungeons & Dragons קטגוריה:מבוכים ודרקונים Dungeons & Dragons gameplay כישרון Dunhuang Caves מערות דונחואנג Dunkin' Donuts דאנקן דונאטס Dunkirk דנקרק Dunkirk evacuation מבצע דינמו Dunkleosteus דנקליאוסטיוס Dunlin חופית אלפינית Dunlop דאנלופ Dunlop Tyres דאנלופ Dunlop cheese גבינת דאנלופ Dunnage אריזה וסימון אריזות Dunning–Kruger effect אפקט דאנינג-קרוגר Duns Scotus ג'ון דנס סקוטוס Dunstan דאנסטן הקדוש Duo Datz אורנה ומשה דץ Duodecimal בסיס דואודצימלי Duodenum תריסריון Duolingo Duolingo Duopoly דואופול Duos קטגוריה:צמדים Duplex דופלקס Duplicity משחק כפול Dupnitsa דופניצה Dupplin Cross צלב דאפלין Dupuytren's contracture כוויצת דופיטרן Duqqa דקה Duqu דוקו Dur-Kurigalzu דור-כוריגלזו Dur-Sharrukin דור שרוכין Dura-Europos דורה אירופוס Dura-Europos synagogue בית הכנסת בדורה אירופוס Durak דוראק Duran Duran דוראן דוראן Durand Scott דוראנד סקוט Durango דורנגו Durango City דורנגו Durazno Department דורסנו Durban דרבן Durban קטגוריה:דרבן Durban Review Conference ועידת האו"ם נגד הגזענות Durbin–Wu–Hausman test מבחן האוסמן Durga האלה דורגה Durham דרהאם Durham Castle טירת דרהאם Durham Cathedral קתדרלת דרהאם Durian דוריאן Durif דוריף Durin's Folk תבנית:עץ משפחה שושלת הגמדאים יושבי ארבור Durmitor הפארק הלאומי דורמיטור Durrell דארל Durrington Walls חומות דרינגטון Durrës דורס Durs Grünbein דורס גרינביין Durum דורום Durán דוראן Dusetos דוסיאט Dushanbe דושנבה Dusheti Municipality נפת דושתי Dushinsky חסידות דושינסקיא Dusk בין השמשות Dusky dolphin דולפין מזנק Dusky elephant shrew ארכף שחור Dusky moorhen סופית כהה Dusky-footed elephant shrew ארכף שחור רגל Dust אבק Dust דאסט Dust Bowl קערת האבק Dust and Dreams Dust and Dreams Dust devil עלעול חול Dust storm סופת חול Dust.of.nations/Humorous עצם הזרוע Dustin Hoffman דסטין הופמן Dustin Milligan דסטין מיליגן Dustin Moskovitz דסטין מוסקוביץ' Dustin the Turkey דסטין תרנגול ההודו Dustpan יעה Dusty Springfield דאסטי ספרינגפילד Dutch Cape Colony מושבת הכף ההולנדית Dutch Ceylon ציילון ההולנדית Dutch DJs קטגוריה:תקליטנים הולנדים Dutch Defence הגנה הולנדית Dutch East India Company חברת הודו המזרחית ההולנדית Dutch East Indies איי הודו המזרחיים ההולנדים Dutch East Indies campaign קרב איי הודו המזרחית Dutch Empire האימפריה ההולנדית Dutch Footballer of the Year כדורגלן השנה בהולנד Dutch Footballer of the Year תבנית:כדורגלן השנה בהולנד Dutch Golden Age תור הזהב של הולנד Dutch Golden Age painters קטגוריה:ציירי תור הזהב של הולנד Dutch Jews קטגוריה:יהודים הולנדים Dutch Language Union התאחדות הלשון ההולנדית Dutch Language Union תבנית:התאחדות הלשון ההולנדית Dutch Nobel laureates קטגוריה:זוכי פרס נובל הולנדים Dutch Republic הרפובליקה ההולנדית Dutch Righteous Among the Nations קטגוריה:הולנדים חסידי אומות העולם Dutch Shepherd Dog רועה הולנדי Dutch West India Company חברת הודו המערבית ההולנדית Dutch Wikipedia ויקיפדיה ההולנדית Dutch admirals קטגוריה:אדמירלים הולנדים Dutch architects קטגוריה:אדריכלים הולנדים Dutch artists קטגוריה:אמנים הולנדים Dutch astronomers קטגוריה:אסטרונומים הולנדים Dutch athletes קטגוריה:אתלטים הולנדים Dutch bankers קטגוריה:בנקאים הולנדים Dutch biologists קטגוריה:ביולוגים הולנדים Dutch book הימור הולנדי Dutch casualties of World War II קטגוריה:הולנדים שנהרגו במלחמת העולם השנייה Dutch cheeses קטגוריה:גבינות הולנדיות Dutch chefs קטגוריה:שפים הולנדים Dutch chemists קטגוריה:כימאים הולנדים Dutch chess players קטגוריה:שחמטאים הולנדים Dutch children's writers קטגוריה:סופרי ילדים ונוער הולנדים Dutch clergy קטגוריה:אנשי דת הולנדים Dutch composers קטגוריה:מלחינים הולנדים Dutch conductors קטגוריה:מנצחים הולנדים Dutch cuisine המטבח ההולנדי Dutch cuisine קטגוריה:המטבח ההולנדי Dutch culture קטגוריה:הולנד: תרבות Dutch diplomats קטגוריה:דיפלומטים הולנדים Dutch directors קטגוריה:במאים הולנדים Dutch disease המחלה ההולנדית Dutch explorers קטגוריה:מגלי ארצות הולנדים Dutch famine of 1944–45 הרעב בהולנד בחורף 1944–1945 Dutch film directors קטגוריה:במאי קולנוע הולנדים Dutch films קטגוריה:סרטים הולנדיים Dutch flautists קטגוריה:חלילנים הולנדים Dutch football managers קטגוריה:מאמני כדורגל הולנדים Dutch footballers קטגוריה:כדורגלנים הולנדים Dutch guilder גילדן הולנדי Dutch gymnasts קטגוריה:מתעמלים הולנדים Dutch harpsichordists קטגוריה:נגני צ'מבלו הולנדים Dutch historians קטגוריה:היסטוריונים הולנדים Dutch inventions קטגוריה:הולנד: המצאות Dutch inventors קטגוריה:ממציאים הולנדים Dutch journalists קטגוריה:עיתונאים הולנדים Dutch jurists קטגוריה:משפטנים הולנדים Dutch language הולנדית Dutch language קטגוריה:הולנדית Dutch literature קטגוריה:ספרות הולנדית Dutch mathematicians קטגוריה:מתמטיקאים הולנדים Dutch military personnel קטגוריה:אנשי צבא הולנדים Dutch models קטגוריה:דוגמניות הולנדיות Dutch music קטגוריה:מוזיקה הולנדית Dutch musical groups קטגוריה:להקות הולנדיות Dutch musicians קטגוריה:מוזיקאים הולנדים Dutch oboists קטגוריה:אבובנים הולנדים Dutch orchestras קטגוריה:תזמורות הולנדיות Dutch organists קטגוריה:נגני עוגב הולנדים Dutch painters קטגוריה:ציירים הולנדים Dutch people קטגוריה:הולנדים Dutch people by occupation קטגוריה:הולנדים לפי מקצוע Dutch people with disabilities קטגוריה:נכות: הולנדים Dutch philosophers קטגוריה:פילוסופים הולנדים Dutch photographers קטגוריה:צלמים הולנדים Dutch physicians קטגוריה:רופאים הולנדים Dutch physicists קטגוריה:פיזיקאים הולנדים Dutch pianists קטגוריה:פסנתרנים הולנדים Dutch poets קטגוריה:משוררים הולנדים Dutch politicians קטגוריה:פוליטיקאים הולנדים Dutch rabbis קטגוריה:רבנים הולנדים Dutch resistance המחתרת ההולנדית Dutch rock music groups קטגוריה:להקות רוק הולנדיות Dutch scientists קטגוריה:מדענים הולנדים Dutch sculptors קטגוריה:פסלים הולנדים Dutch singers קטגוריה:זמרים הולנדים Dutch speed skaters קטגוריה:מחליקים מהירים על קרח הולנדים Dutch sportspeople קטגוריה:ספורטאים הולנדים Dutch swimmers קטגוריה:שחיינים הולנדים Dutch tennis players קטגוריה:טניסאים הולנדים Dutch violinists קטגוריה:כנרים הולנדים Dutch writers קטגוריה:סופרים הולנדים Dutch-language films קטגוריה:סרטים בהולנדית Dutch–Portuguese War מלחמת הולנד-פורטוגל Duty Duty Duty cycle דיוטי סייקל Duty of care חובת הזהירות Duty-free shop דיוטי פרי Duval Street רחוב דובאל Duvall דובאל Duvdevan Unit יחידת דובדבן Duvdevani and Kovacs דובדבני וקובץ' Duvet שמיכת פוך Duwisib Castle טירת דוויסיב Dušan Ivković דושאן איבקוביץ' Dušan Makavejev דושאן מקבייב Dušan Matović דושאן מאטוביץ' Dušan Uhrin דושאן אוהרין Dušan Švento דושאן שבנטו Duško Ivanović דושקו איבאנוביץ' Dvina דווינה Dvir דביר Dvir Benedek דביר בנדק Dvora Netzer דבורה נצר Dvora Omer דבורה עומר Dvora-class fast patrol boat דבורה Dvorak Simplified Keyboard מקלדת דבוראק Dvoretzky's theorem משפט דבורצקי Dvoretzky–Kiefer–Wolfowitz inequality אי-שוויון דבורצקי-קיפר-וולפוביץ Dvorkin דבורקין Dwain Chambers דוויין צ'יימברס Dwarf גמד Dwarf גמדות Dwarf blue sheep כבש כחול גמדי Dwarf cassowary קזואר בנט Dwarf crocodile תנין גמדי Dwarf galaxy גלקסיה ננסית Dwarf manatee תחש גמדי Dwarf planet כוכב לכת ננסי Dwarf planets קטגוריה:כוכבי לכת ננסיים Dwarf sperm whale קוגיה גמדית Dwarf star ננס Dwarfie Stane דוורפי סטיין Dwarfism גמדות Dwayne Johnson דוויין ג'ונסון Dwayne Mitchell דוויין מיטשל Dwight Eisenhower דווייט אייזנהאואר Dwight Eisenhower קטגוריה:דווייט אייזנהאואר Dwight Howard דווייט הווארד Dwight Phillips דווייט פיליפס Dwight Stones דווייט סטונס Dwight Yorke דווייט יורק Dwyane Wade דוויין וייד Dyakov דיאקוב Dyan Cannon דיאן קנון Dyatlov Pass incident תקרית מעבר דייטלוב Dybbuk דיבוק Dybbuk הדיבוק Dye פיגמנטי צביעה Dye penetrant inspection בדיקת נוזל חודר Dyego Sousa דייגו סוזה Dyeing צביעת בדים Dying Fetus Dying Fetus Dying Gaul הגאלי הגוסס Dying Inside למות מבפנים DylRicho/Mozilla FireFox User תבנית:משתמש פיירפוקס Dylan דילן Dylan McDermott דילן מקדרמוט Dylan O'Brien דילן או'בריאן Dylan Thomas דילן תומאס Dylan and Cole Sprouse דילן וקול ספראוס Dymaxion map היטל פולר Dymphna דימפנה Dymshits–Kuznetsov hijacking affair מבצע חתונה Dynamic HTML Dynamic HTML Dynamic Host Configuration Protocol Dynamic Host Configuration Protocol Dynamic linker מקשר דינמי Dynamic logic לוגיקה דינמית Dynamic pressure לחץ דינמי Dynamic programming תכנון דינמי Dynamic random-access memory DRAM Dynamic range טווח דינמי Dynamic range compression קומפרסור Dynamic web page דף אינטרנט דינמי Dynamic-link library Dynamic-Link Library Dynamical system מערכת דינמית Dynamical systems קטגוריה:מערכות דינמיות Dynamics דימינואנדו Dynamics דינמיקה Dynamite דינמיט Dynamo דינמו Dynamo Dresden דינמו דרזדן Dynamo Dresden players קטגוריה:כדורגלני דינמו דרזדן Dynamo Moscow דינמו מוסקבה Dynamo theory תאוריית הדינמו Dynasties in Chinese history קטגוריה:שושלות סין הקיסרית Dynasty שושלת Dyne דיין Dynein דינאין Dynkin system מערכת דינקין Dynów דינוב Dyophysite דיופיזיטיות Dysaesthesia aethiopica דיסאתזיה אתיופיקה Dyscalculia דיסקלקוליה Dyscophus antongilii צפרדע העגבנייה Dyscravia דיסקרביה Dysentery דיזנטריה Dysfunctional uterine bleeding דימום רחמי לא תקין Dysgraphia דיסגרפיה Dyskeratosis דיסקרטוזיס Dyskolos הנרגן Dyslexia דיסלקסיה Dysmenorrhea דיסמנוריאה Dysnomia דיסנומיה Dyson sphere כדור דייסון Dysphonia צרידות Dysphoria דיספוריה Dysplasia דיספלזיה Dyspnea קוצר נשימה Dysprosium דיספרוסיום Dysthymia דיסתימיה Dystonia דיסטוניה Dystopia דיסטופיה Dystopian fiction קטגוריה:דיסטופיות Dystopian films קטגוריה:סרטים דיסטופיים Dystrophin דיסטרופין Dytiscidae שחיניתיים Dyula language דיולה Dyvin דיווין Dzaoudzi דזאודזי Dzaoudzi–Pamandzi International Airport נמל התעופה הבינלאומי דזאודזי-פאמאנדזי Dzhankoy דז'נקוי Dzhe Џ Dzhokhar Dudayev ג'וחר דודייב Dziani Dzaha אגם דזיאני Dziarečyn דרצ'ין Działoszyce דז'יאלושיצה Działoszyn דז'יאלושין Dzierżoniów דז'רז'וניוב Dziga Vertov דג'יגה ורטוב Dzisna דז'יסנה Dzmitry Baha דמיטרי באגה Dzong architecture דזונג Dzongkha דזונגקה Dzsenifer Marozsán ג'ניפר מרוז'אן Dzūkija דזוקיה Dáil Éireann דאל אירן Dál Riata דאל ריאטה Dániel Gyurta דניאל גיורטה Dávid Kelemen דויד קלמן Dâmbovița County דמבוביצה Dâmbovița River דמבוביצה Décapole דקאפול Décolletage דקולטה Déjà Vu Déjà Vu Déjà vu דז'ה וו Déodat Gratet de Dolomieu דאודה דה דולומייה Département du Renseignement et de la Sécurité מחלקת המודיעין והביטחון Dépeçage ברירת דין Dési Bouterse דסי בוטרסה Désiré Defauw דזירה דפו Désirée Artôt דזירה ארטו Désirée Clary דזירה קלארי Détente דטאנט Dória דוריה Döme Sztójay דמה סטויאי Dönmeh דונמה Dún Laoghaire דן לירי Dúnchad Bec דונכאד בק Dúnchad mac Conaing דונכאד מק קונייג Dúnedain דונאדין Dúngal mac Selbaig דונגל מק סלבאך Dürer's Rhinoceros הקרנף של דירר Düsseldorf דיסלדורף Düsseldorf Airport נמל התעופה הבינלאומי דיסלדורף Dąbrowa דומברובה Dąbrowa Białostocka דומברובה ביאלוסטוצקה Dąbrowa Górnicza דומברובה גורניצ'ה Dąbrowa Tarnowska דומברובה טרנובסקה Dębica דמביצה Dęblin דמבלין Długosiodło דלוגושיודלו Dōgen דוגן Dūkštas דוקשטי Dūr-Katlimmu תל שייח' חמד Dʿmt דעמת E E E מי E Street Band E Street Band E number מספר E E pluribus unum מתוך רבים אחד E! ערוץ E! E&OE טעות - לעולם חוזר E-40 אי-40 E-Administration ממשל אלקטרוני E-boat ספינת סיור E-book ספר אלקטרוני E-carrier E1 E-commerce מסחר אלקטרוני E-commerce קטגוריה:מסחר אלקטרוני E-democracy דמוקרטיה אלקטרונית E-government ממשל אלקטרוני E-learning E-learning E-reader קורא ספרים אלקטרוני E. A. Hoffmann א.ת.א. הופמן E. Carr אדוארד הלט קר E. Cummings אי. אי. קאמינגס E. Evans-Pritchard אדוארד אוונס-פריצ'רד E. Forster א.מ. פורסטר E. James אי. אל. ג'יימס E. M. Burns הדסון לואי מילרד ברנס E. Nesbit אדית נסביט E. Rowland אי.ג'יי. רולנד E. Shepard ארנסט שפארד E. Smith אדוארד אלמר סמית' E. Thompson אדוארד פאלמר תומפסון E. Wallis Budge ארנסט ווליס באדג' E. White אלוין ברוקס וייט E.F Edits משתמש:E.F Edits E.T. E.T. E.T. the Extra-Terrestrial אי.טי. - חבר מכוכב אחר E1 E1 E1 מבשרת אדומים E3 Harelbeke E3 הארלבקה E4 E4 E=MC² E=MC² EA Black Box EA Black Box EA Canada EA Canada EA DICE EA Digital Illusions CE EA Guingamp players קטגוריה:כדורגלני גנגאן EA Montreal EA Montreal EA Salt Lake EA Salt Lake EA Sports EA Sports EA Sports games קטגוריה:משחקי EA Sports EA Tiburon EA Tiburon EADS Barracuda ברקודה EAX mode EAX EB1911 תבנית:בריטניקה 11 EBCDIC EBCDIC EBay EBay EBid EBid EC number תבנית:EC ECC ECC ECCclass/Plotkin חסם פלוטקין ECEF ECEF ECHELON אשלון ECI Telecom ECI Telecom ECM ECM ECM Records ECM ECU ECU ED50 ED50 EDUCA33E משתמש:EDUCA33E EDonkey2000 EDonkey2000 EE EE EEPROM EEPROM EFL Cup גביע הפוטבול ליג EFL Trophy פרס הפוטבול ליג EFacade~enwiki/Sandbox פיוטר איליץ' צ'ייקובסקי EIA EIA EKO Cobra יחידת קוברה EL/M-2075 פאלקון EL/M-2080 Green Pine אורן ירוק EL/M-2084 ר"ז EL/M-2238 STAR EL/M-2238 STAR EL/W-2090 פאלקון ELISA ELISA ELIZA אלייזה ELIZA effect אפקט אליזה EMC Corporation EMC EMD G12 EMD G12 EMH EMH EMI EMI EMMS Nazareth Hospital בית חולים אי.מ.מ.ס הסקוטי EMule EMule ENIAC אניאק EOKA אאוקה EPR paradox הפרדוקס של איינשטיין-פודולסקי-רוזן EPROM EPROM EPUB EPUB ER ER ERG theory תאוריית קיום-השתייכות-צמיחה ERM ERM EROS ארוס ERP ERP ES Es ESC 1990 logo.png קובץ:ESC1990.jpg ESC 1999 logo.jpg תמונה:ESC1999.jpg ESCP Europe ESCP Europe ESET ESET ESL Electronic Sports League ESO 510-G13 ESO 510-G13 ESP ESP ESP Guitars אי.אס.פי ESPN ESPN EST EST ESTREAM ESTREAM ETA אט"א ETH Zurich המכון הטכנולוגי של ציריך ETH Zurich faculty קטגוריה:סגל המכון הטכנולוגי של ציריך ETHA Engomis אתאה אגומיס ETSI ETSI EUROSAI EUROSAI EV Carinae EV בשדרית EVA Air אווה אייר EWE Baskets Oldenburg מועדון הכדורסל אולדנבורג EWI EWI EXPTIME EXPTIME EZchip Semiconductor איזיצ'יפ Eadred מלך אנגליה אדרד Eadweard Muybridge אדוארד מייברידג' Eadwig מלך אנגליה אדוויג Eadwine of Sussex מלך סאסקס אידווין Eagle איגל Eagle מכתש איגל Eagle עיט Eagle Nebula ערפילית הנשר Eagle River איגל Eagle-Eye Cherry איגל איי צ'רי Eagles האיגלס Eagles of Death Metal Eagles of Death Metal Ealdwulf אילדוולף Ealdwulf of Sussex מלך סאסקס אילדוולף Ealing אילינג Ealing Studios אולפני אילינג Eamon Sullivan איימון סאליבן Eamonn McKee איימון מקי Ear אוזן Ear training פיתוח שמיעה Eardrum עור התוף Eared nightjar אירוסטופודים Eared seal אוטריים Eared seals קטגוריה:אוטריים Earffel Tower מגדל אירפול Earl Boykins ארל בויקינס Earl Grey ארל גריי Earl Grey tea תה ארל גריי Earl Hines ארל היינס Earl Holliman ארל הולימן Earl Monroe ארל מונרו Earl Thomson ארל תומסון Earl Warren ארל וורן Earl Williams ארל ויליאמס Earl of Mercia Leofric ליאופריק Earl of Northumberland רוזן נורת'מברלנד Earl of Strathearn רוזן סטראת'רן Earl of Wessex רוזן וסקס Earl of Wessex Godwin רוזן וסקס גודווין Earl of Wessex Prince Edward רוזן וסקס הנסיך אדוארד Earl of York רוזן יורק Earl's Court ארלז קורט Earldoms קטגוריה:רוזנויות Earle Page ארל פייג' Earless monitor lizard כוח חסר אוזן Earless seal כלבי ים Earls קטגוריה:רוזנים Earls Court Exhibition Centre מרכז התערוכות ארלז קורט Earls of Wessex קטגוריה:רוזן וסקס Earls or mormaers of Carrick קטגוריה:רוזני קאריק Early Acharonim קטגוריה:ראשוני האחרונים Early Christian art and architecture אמנות נוצרית מוקדמת Early Christianity נצרות קדומה Early Cretaceous קרטיקון תחתון Early Dynastic Period התקופה השושלתית הקדומה Early Edition מהדורה מוקדמת Early Jewish Christian sects קטגוריה:כתות יהודיות-נוצריות Early Jurassic יורה תחתון Early Middle Ages ראשית ימי הביניים Early Modern Switzerland המשטר הישן Early Modern philosophers קטגוריה:פילוסופים של ראשית העת החדשה Early Triassic טריאס תחתון Early childhood education קטגוריה:חינוך לגיל הרך Early complications of trauma קטגוריה:סיבוכים מוקדמים של טראומה Early computers קטגוריה:מחשבים חלוציים Early human migrations נדידת האדם הקדמון Early intervention in psychosis התערבות מוקדמת בפסיכוזה Early modern period העת החדשה Early modern warfare הטקטיקה והאסטרטגיה האירופית בעת החדשה Early music קטגוריה:ביצוע אותנטי Early music groups קטגוריה:הרכבים בכלים אותנטיים Early musical instruments קטגוריה:כלים אותנטיים Early skyscrapers גורדי שחקים מוקדמים Earnings per share רווח למניה Earplug אטמי אוזניים Earring עגיל Earth Earth Earth כדור הארץ Earth קטגוריה:כדור הארץ Earth Angel Earth Angel Earth Day יום כדור הארץ Earth Departure Stage שלב העזיבה של כדור הארץ Earth First! כדור הארץ תחילה! Earth Hour שעת כדור הארץ Earth Is Room Enough גדול ורחב הוא העולם Earth Liberation Front החזית לשחרור כדור הארץ Earth Summit פסגת כדור הארץ Earth analog כוכב לכת דמוי ארץ Earth and Fire Earth & Fire Earth deities קטגוריה:אלילי אדמה Earth goddesses קטגוריה:אלות אדמה Earth gods קטגוריה:אלי אדמה Earth orbits קטגוריה:מסלולים סביב כדור הארץ Earth science מדעי כדור הארץ Earth sciences פורטל:גאולוגיה Earth sciences קטגוריה:מדעי כדור הארץ Earth scientists קטגוריה:חוקרי כדור הארץ Earth's location תבנית:מיקום כדור הארץ Earth's magnetic field השדה המגנטי של כדור הארץ Earth's rotation כדור הארץ#מסלול והסתובבות כדור הארץ Earth-centered inertial ECI Earth: Final Conflict ארץ: הקונפליקט האחרון Eartha Kitt ארת'ה קיט Earthenware חרס Earthling Earthling Earthlings ארת'לינגס Earthquake רעידת אדמה Earthquake light אורות רעידת אדמה Earthquakes קטגוריה:רעידות אדמה Earthquakes by continent קטגוריה:רעידות אדמה לפי יבשת Earthquakes in Asia קטגוריה:רעידות אדמה באסיה Earthquakes in Europe קטגוריה:רעידות אדמה באירופה Earthquakes in North America קטגוריה:אמריקה הצפונית: רעידות אדמה Earthquakes in South America קטגוריה:רעידות אדמה באמריקה הדרומית Earthquakes in the Caribbean קטגוריה:הקריביים: רעידות אדמה Earthquakes in the Levant קטגוריה:רעידות אדמה בארץ ישראל Earthquakes in the United States קטגוריה:רעידות אדמה בארצות הברית Earthrise זריחת הארץ Earthsea ארץ ים Earthworks עבודות עפר Earthworm תולעי אדמה Earwax שעוות אוזניים Earwig צבתנאים Earwigs קטגוריה:צבתנאים East המסע אל קצה העולם East מזרח East 17 איסט 17 East Africa מזרח אפריקה East Africa Protectorate מזרח אפריקה הבריטית East Africa Protectorate קטגוריה:מזרח אפריקה הבריטית East African Campaign המערכה במזרח אפריקה East African Campaign המערכה במזרח אפריקה במלחמת העולם הראשונה East African Campaign המערכה במזרח אפריקה במלחמת העולם השנייה East African Community הקהילייה המזרח-אפריקנית East African Currency Board מועצת המטבע המזרח-אפריקאית East African oryx ראם ביסה East Anglia מזרח אנגליה East Anglia קטגוריה:מזרח אנגליה East Anglian monarchs קטגוריה:מלכי מזרח אנגליה East Anglian monarchs תבנית:מלכי מזרח אנגליה East Antarctica מזרח אנטארקטיקה East Asia מזרח אסיה East Asian Buddhism בודהיזם מזרח-אסייתי East Azerbaijan Province מזרח אזרבייג'ן East Berlin ברלין המזרחית East Caribbean dollar דולר מזרח קריבי East Caucasian tur יעל קווקזי מזרחי East China Sea ים סין המזרחי East Coast Memorial אנדרטת החוף המזרחי East Coast of the United States החוף המזרחי East End of London איסט אנד East Falkland אי פוקלנד המזרחי East Francia פרנקיה המזרחית East Frisian Islands איי פריזיה המזרחית East German Footballer of the Year תבנית:כדורגלן השנה בגרמניה המזרחית East German architects קטגוריה:אדריכלים מזרח גרמנים East German athletes קטגוריה:אתלטים מזרח גרמנים East German culture קטגוריה:גרמניה המזרחית: תרבות East German law קטגוריה:גרמניה המזרחית: חוק ומשפט East German mark מארק מזרח גרמני East German military personnel קטגוריה:אנשי צבא מזרח גרמנים East German people קטגוריה:מזרח גרמנים East German politicians קטגוריה:פוליטיקאים מזרח גרמנים East German shot putters קטגוריה:הודפי כדור ברזל מזרח גרמנים East German sportspeople קטגוריה:ספורטאים מזרח גרמנים East German sprinters קטגוריה:אצנים מזרח גרמנים East German swimmers קטגוריה:שחיינים מזרח גרמנים East Germanic languages קטגוריה:שפות גרמאניות מזרחיות East Germany גרמניה המזרחית East Germany קטגוריה:גרמניה המזרחית East Germany FA.png קובץ:East Germany FA.gif East Germany at the Olympics גרמניה המזרחית במשחקים האולימפיים East Germany national football team נבחרת גרמניה המזרחית בכדורגל East Germany squad 1974 FIFA World Cup תבנית:נבחרת מזרח גרמניה במונדיאל 1974 East Gojjam Zone מזרח גוג'ם East Harlem מזרח הארלם East India Company חברת הודו המזרחית East India Company חברת הודו המזרחית הבריטית East Indies הודו המזרחית East Jerusalem מזרח ירושלים East Mediterranean Gas Company EMG East Midlands מזרח המידלנדס East Potomac Park פארק הפוטומק המזרחי East Prussia פרוסיה המזרחית East Prussian Offensive מבצע פרוסיה המזרחית East Rennell מזרח רנל East Riding of Yorkshire מזרח יורקשייר East River איסט ריבר East River קטגוריה:איסט ריבר East River Greenway פארק איסט ריבר East River Park פארק איסט ריבר East Room החדר המזרחי East Saxon monarchs קטגוריה:מלכי אסקס East Semitic languages שפות שמיות מזרחיות East Side Gallery גלריית איסט סייד East Slavic languages קטגוריה:שפות סלאביות מזרחיות East Slavic languages שפות סלאביות מזרחיות East Slavs סלאבים מזרחיים East Sussex מזרח סאסקס East Talpiot תלפיות מזרח East Timor מזרח טימור East Timor קטגוריה:מזרח טימור East Timor templates קטגוריה:תבניות ניווט - מזרח טימור East Timorese culture קטגוריה:מזרח טימור: תרבות East Timorese people קטגוריה:מזרח טימורים East Timorese politicians קטגוריה:פוליטיקאים מזרח טימורים East Tyrol מזרח טירול East Wing האגף המזרחי של הבית הלבן East of Eden קדמת עדן East of England מזרח אנגליה EastEnders איסטאנדרס Eastcheap St Clement's כנסיית סנט קלמנט איסטצ'יפ Easter פסחא Easter קטגוריה:פסחא Easter Bunny ארנב הפסחא Easter Fire שריפתו של יהודה Easter Island אי הפסחא Easter Island קטגוריה:אי הפסחא Easter Rising מרידת חג הפסחא Easter biscuit ביסקוויט פסחא Easter egg ביצת פסחא Easter hotspot הנקודה החמה של אי הפסחא Eastern Administrative Okrug המחוז האדמיניסטרטיבי המזרחי Eastern Anatolia Region מזרח אנטוליה Eastern Arabic numerals ספרות ערביות Eastern Bloc הגוש המזרחי Eastern Bloc defectors קטגוריה:עריקים מהגוש המזרחי Eastern Bosphorus הבוספורוס המזרחי Eastern Cape הכף המזרחי Eastern Cape קטגוריה:הכף המזרחי Eastern Cape East London איסט לונדון Eastern Catholic Churches נצרות מזרחית קתולית Eastern Catholic churches קטגוריה:קהילות מזרחיות קתוליות Eastern Catholicism קטגוריה:נצרות קתולית מזרחית Eastern Command פיקוד המזרח Eastern Conference החטיבה המזרחית Eastern District מזרח הונג קונג Eastern Equatoria אקווטוריה המזרחית Eastern Europe מזרח אירופה Eastern Europe קטגוריה:מזרח אירופה Eastern Front החזית המזרחית Eastern Front החזית המזרחית במלחמת העולם הראשונה Eastern Front החזית המזרחית במלחמת העולם השנייה Eastern Front קטגוריה:זירת מזרח אירופה במלחמת העולם השנייה Eastern Front Medal אות המערכה של החזית המזרחית Eastern Front of the Russian Civil War החזית המזרחית במלחמת האזרחים ברוסיה Eastern Georgia מזרח גאורגיה Eastern Hemisphere המיספירה#חצי הכדור המזרחי Eastern Iranian languages שפות איראניות מזרחיות Eastern Macedonia and Thrace מזרח מקדוניה ותראקיה Eastern Orthodox Church נצרות אורתודוקסית Eastern Orthodoxy קטגוריה:נצרות אורתודוקסית Eastern Promises סימנים של כבוד Eastern Qing tombs קברי צ'ינג המזרחיים Eastern Question השאלה המזרחית Eastern Railway המסילה המזרחית Eastern Romance languages קטגוריה:שפות רומאניות מזרחיות Eastern Rumelia רומליה המזרחית Eastern chanting goshawk נץ אפור מזרחי Eastern cottontail ארנב כותנה מזרחי Eastern gorilla גורילה מזרחית Eastern gray squirrel סנאי אפור Eastern green mamba ממבה ירוקה מזרחית Eastern grey kangaroo קנגורו אפור מזרחי Eastern imperial eagle עיט שמש Eastern lowland gorilla גורילת השפלה המזרחית Eastern philosophy פילוסופיה מזרחית Eastern philosophy קטגוריה:פילוסופיה מזרחית Eastern rock elephant shrew ארכף סלע מזרחי Eastern spotted skunk בואשן מזרחי Eastern yellow-billed hornbill טוקוס נקוד Eastmain/Rebtel Rebtel Eastman School of Music בית הספר איסטמן למוזיקה Eastridingarms.PNG קובץ:Eastridingarms.png Eastwick איסטוויק East–West Schism פילוג הכנסייה הנוצרית Easy A באה בקלות Easy Rider אדם בעקבות גורלו EasyJet איזיג'ט Eat Pray Love לאהוב להתפלל לאכול Eat Static Eat Static Eating אכילה Eating behaviors קטגוריה:התנהגויות אכילה בעולם החי Eating disorder הפרעת אכילה Eating disorder not otherwise specified EDNOS Eating utensils קטגוריה:כלי אכילה Eatkinson2 כתובת קעקע Eatliz אטליז Eavesdropping האזנת סתר Eazy-Duz-It Eazy-Duz-It Eazy-E Eazy-E Ebana קיסר אקסום אבנה Ebbe Sand אבה סאנד Ebe123/Work-a-thon פיצוץ הליפקס Ebebiyín אבביין Ebed-Melech עבד מלך הכושי Eben Alexander אבן אלכסנדר Eben Dönges תאופילוס אבנהעזר דונגס Eben-Ezer עזבת צרטה Ebenaceae אבניים Ebenaceae קטגוריה:אבניים Ebenezer אבן העזר Ebenezer Howard אבנעזר הווארד Ebensee concentration camp אבנזה Eber עבר Eberhard Arnold אברהרד ארנולד Eberhard Jäckel אברהרד יקל Eberhard Wächter אברהארד וכטר Eberhard von Mackensen אברהרד פון מקנזן Ebers Papyrus פפירוס אברס Eberswalde אברסוולדה Ebert אברט Ebionites אביונים Ebisu אביסו Ebla אבלה Ebla tablets ארכיון אבלה Eblaite language אבלאית Ebnefluh אבנפלו Ebola אבולה Ebola קטגוריה:אבולה Ebola virus נגיף האבולה Ebola virus disease אבולה Ebooks תבנית:ספרים אלקטרוניים Ebranib משתמש:Ebranib Ebraucus אבראוקוס Ebro אברו Ebro Treaty אמנת האברו Ebulliometer מד רתיחה Ebullioscope אבוליוסקופ Ebullioscopic constant קבוע אבוליוסקופ Eburones אבורונים Ebussuud Efendi אבוסוד אפנדי Eby Friedman אבי פרידמן Ecatepec de Morelos אקטפק דה מורלוס Ecaterina Szabo אקטרינה סאבו Ecballium ירוקת חמור מצויה Ecbatana אחמתא Ecce Homo אקה הומו Ecce Homo הנה האיש Eccentricity אקסצנטריות Eccentricity vector וקטור האקסצנטריות Ecchi אצ'י Ecchymosis דמם כתמי Ecclesia אקלסיה Ecclesia and Synagoga אקלזיה וסינגוגה Ecclesiastes מגילת קהלת Ecclesiastes Rabbah קהלת רבה Ecclesiastical basilicas קטגוריה:בזיליקות לפי מדינות Ecclesiastical heraldry הרלדיקה כנסייתית Ecclesiastical heraldry קטגוריה:הרלדיקה כנסייתית Echad Ha'am 101 אחד העם 101 Echad Mi Yodea אחד מי יודע Echelon formation מערך אשלון Echidna אכידנה Echidna קיפודניים Echimyidae חולדות קוצניות Echinacea קיפודנית Echinocactus grusonii קקטוס כיסא החותנת Echinoderm קווצי עור Echinoderms קטגוריה:קווצי עור Echinolittorina punctata חופית מנוקדת Echinops קיפודן Echis אפעה Echis carinatus אפעה קריני Echis coloratus אפעה מגוון Echis pyramidum אפעה מצרי Echo Echo Echo אכו Echo אקו Echo הד Echo Park אקו פארק Echo Park פארק אקו Echo chamber תיבת תהודה Echocardiography אקוקרדיוגרפיה Echoes Echoes Echoes: The Best of Pink Floyd Echoes: The Best of Pink Floyd Echoic memory זיכרון הדהודי Eckart Witzigmann אקארט ויציקמן Eckhart Tolle אקהרט טולה Eckstein אקשטיין Eclaireuses et Eclaireurs israélites de France תנועת הצופים היהודיים בצרפת Eclectic סגנון אקלקטי Eclectic paradigm הפרדיגמה האקלקטית Eclecticism in art אמנות אקלקטית Eclipse Eclipse Eclipse ליקוי חמה Eclipse ליקוי מאורות Eclipse of Thales קרב האליס Eclipses קטגוריה:ליקויים אסטרונומיים Ecliptic מישור המילקה Ecliptic coordinate system מערכת הקואורדינטות האקליפטית Eco אקו Eco-terrorism טרור אקולוגי EcoRI EcoRI Ecocentrism אקוצנטריות Ecocide אקוסייד Ecofeminism אקופמיניזם Ecofeminism קטגוריה:אקופמיניזם Ecological art אמנות אקולוגית Ecological design תכנון סביבתי Ecological economics כלכלה אקולוגית Ecological fallacy כשל אקולוגי Ecological footprint טביעת רגל אקולוגית Ecological niche גומחה אקולוגית Ecological succession סוקצסיה Ecological systems theory תאוריית מערכות אקולוגיות Ecologists קטגוריה:אקולוגים Ecology אקולוגיה Ecology קטגוריה:אקולוגיה Econewbie ויקיפדיה:ויקיפדיה צעד אחר צעד Econometric Society החברה האקונומטרית Econometrica אקונומטריקה Econometrics אקונומטריקה Economic Cooperation Foundation הקרן לשיתוף פעולה כלכלי Economic abuse אלימות כלכלית במשפחה Economic and Financial Affairs Council אקופין Economic and Financial Crimes Commission הוועדה לפשעים פיננסיים כלכליים Economic anthropology אנתרופולוגיה כלכלית Economic bubble בועה כלכלית Economic bubbles קטגוריה:בועות כלכליות Economic calculation problem מחלוקת החישוב הכלכלי Economic democracy כלכלה דמוקרטית Economic discrimination אפליה כלכלית Economic efficiency יעילות כלכלית Economic equilibrium שיווי משקל Economic geography גאוגרפיה כלכלית Economic globalization גלובליזציה כלכלית Economic growth צמיחה כלכלית Economic historians קטגוריה:היסטוריונים כלכליים Economic history היסטוריה כלכלית Economic history קטגוריה:היסטוריה כלכלית Economic history of Argentina היסטוריה כלכלית של ארגנטינה Economic history of Australia היסטוריה של כלכלת אוסטרליה Economic history of the United States קטגוריה:ארצות הברית: היסטוריה כלכלית Economic ideologies קטגוריה:תאוריות כלכליות Economic inequality אי-שוויון כלכלי Economic interventionism מעורבות ציבורית Economic liberalism ליברליזם כלכלי Economic policy מדיניות כלכלית Economic reforms and recovery proposals regarding the Eurozone crisis משבר החוב האירופי Economic sector סקטור כלכלי Economic system משטר כלכלי Economic terrorism טרור כלכלי Economic warfare לוחמה כלכלית Economic warfare קטגוריה:לוחמה כלכלית Economics כלכלה Economics ספר:כלכלה Economics קטגוריה:כלכלה Economics and finance stubs קטגוריה:קצרמר כלכלה Economics awards קטגוריה:פרסים לכלכלה Economics journals קטגוריה:כתבי עת לכלכלה Economics navigational boxes קטגוריה:תבניות ניווט - כלכלה Economies by country קטגוריה:כלכלה לפי מדינה Economies of scale יתרון לגודל Economies of scope יתרון להיקף Economism אקונומיזם Economist כלכלן Economists קטגוריה:כלכלנים Economy of Afghanistan קטגוריה:אפגניסטן: כלכלה Economy of Africa כלכלת אפריקה Economy of Albania קטגוריה:אלבניה: כלכלה Economy of Algeria קטגוריה:אלג'יריה: כלכלה Economy of Angola קטגוריה:אנגולה: כלכלה Economy of Argentina קטגוריה:ארגנטינה: כלכלה Economy of Armenia קטגוריה:ארמניה: כלכלה Economy of Asia קטגוריה:אסיה: כלכלה Economy of Australia כלכלת אוסטרליה Economy of Australia קטגוריה:אוסטרליה: כלכלה Economy of Austria קטגוריה:אוסטריה: כלכלה Economy of Azerbaijan קטגוריה:אזרבייג'ן: כלכלה Economy of Bahrain קטגוריה:בחריין: כלכלה Economy of Bangladesh קטגוריה:בנגלדש: כלכלה Economy of Belarus כלכלת בלארוס Economy of Belarus קטגוריה:בלארוס: כלכלה Economy of Belgium קטגוריה:בלגיה: כלכלה Economy of Berlin קטגוריה:ברלין: כלכלה Economy of Bolivia קטגוריה:בוליביה: כלכלה Economy of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: כלכלה Economy of Botswana קטגוריה:בוטסואנה: כלכלה Economy of Brazil כלכלת ברזיל Economy of Brazil קטגוריה:ברזיל: כלכלה Economy of Bulgaria קטגוריה:בולגריה: כלכלה Economy of Cambodia קטגוריה:קמבודיה: כלכלה Economy of Canada קטגוריה:קנדה: כלכלה Economy of Chile קטגוריה:צ'ילה: כלכלה Economy of China כלכלת הרפובליקה העממית של סין Economy of China כלכלת סין Economy of China קטגוריה:סין: כלכלה Economy of Croatia קטגוריה:קרואטיה: כלכלה Economy of Cuba קטגוריה:קובה: כלכלה Economy of Cyprus כלכלת קפריסין Economy of Cyprus קטגוריה:קפריסין: כלכלה Economy of Denmark קטגוריה:דנמרק: כלכלה Economy of East Germany קטגוריה:גרמניה המזרחית: כלכלה Economy of Ecuador כלכלת אקוודור Economy of Ecuador קטגוריה:אקוודור: כלכלה Economy of Egypt קטגוריה:מצרים: כלכלה Economy of Eritrea קטגוריה:אריתריאה: כלכלה Economy of Estonia קטגוריה:אסטוניה: כלכלה Economy of Ethiopia כלכלת אתיופיה Economy of Ethiopia קטגוריה:אתיופיה: כלכלה Economy of Europe קטגוריה:אירופה: כלכלה Economy of Finland קטגוריה:פינלנד: כלכלה Economy of France קטגוריה:צרפת: כלכלה Economy of Georgia כלכלת גאורגיה Economy of Georgia קטגוריה:גאורגיה: כלכלה Economy of Germany כלכלת גרמניה Economy of Germany קטגוריה:גרמניה: כלכלה Economy of Greece כלכלת יוון Economy of Greece קטגוריה:יוון: כלכלה Economy of Guatemala קטגוריה:גואטמלה: כלכלה Economy of Guinea קטגוריה:גינאה: כלכלה Economy of Honduras קטגוריה:הונדורס: כלכלה Economy of Hong Kong כלכלת הונג קונג Economy of Hong Kong קטגוריה:הונג קונג: כלכלה Economy of Hungary קטגוריה:הונגריה: כלכלה Economy of Iceland קטגוריה:איסלנד: כלכלה Economy of India כלכלת הודו Economy of India קטגוריה:הודו: כלכלה Economy of Indonesia קטגוריה:אינדונזיה: כלכלה Economy of Iran כלכלת איראן Economy of Iran קטגוריה:איראן: כלכלה Economy of Iraq קטגוריה:עיראק: כלכלה Economy of Israel כלכלת ישראל Economy of Israel קטגוריה:ישראל: כלכלה Economy of Italy קטגוריה:איטליה: כלכלה Economy of Ivory Coast כלכלת חוף השנהב Economy of Ivory Coast קטגוריה:חוף השנהב: כלכלה Economy of Japan כלכלת יפן Economy of Japan קטגוריה:יפן: כלכלה Economy of Japan תבנית:כלכלת יפן Economy of Jersey כלכלת ג'רזי Economy of Jerusalem קטגוריה:ירושלים: כלכלה Economy of Jordan קטגוריה:ירדן: כלכלה Economy of Kenya קטגוריה:קניה: כלכלה Economy of Latvia קטגוריה:לטביה: כלכלה Economy of Lebanon קטגוריה:לבנון: כלכלה Economy of Liberia קטגוריה:ליבריה: כלכלה Economy of Liechtenstein קטגוריה:ליכטנשטיין: כלכלה Economy of Lithuania קטגוריה:ליטא: כלכלה Economy of London קטגוריה:לונדון: כלכלה Economy of Luxembourg קטגוריה:לוקסמבורג: כלכלה Economy of Madagascar קטגוריה:מדגסקר: כלכלה Economy of Malaysia קטגוריה:מלזיה: כלכלה Economy of Mexico קטגוריה:מקסיקו: כלכלה Economy of Moldova קטגוריה:מולדובה: כלכלה Economy of Mongolia כלכלת מונגוליה Economy of Mongolia קטגוריה:מונגוליה: כלכלה Economy of Namibia קטגוריה:נמיביה: כלכלה Economy of Nazi Germany קטגוריה:גרמניה הנאצית: כלכלה Economy of New York City קטגוריה:ניו יורק: כלכלה Economy of New Zealand קטגוריה:ניו זילנד: כלכלה Economy of Nicaragua קטגוריה:ניקרגואה: כלכלה Economy of Nigeria כלכלת ניגריה Economy of Nigeria קטגוריה:ניגריה: כלכלה Economy of North Korea כלכלת קוריאה הצפונית Economy of North Korea קטגוריה:קוריאה הצפונית: כלכלה Economy of Norway כלכלת נורווגיה Economy of Norway קטגוריה:נורווגיה: כלכלה Economy of Oman קטגוריה:עומאן: כלכלה Economy of Pakistan קטגוריה:פקיסטן: כלכלה Economy of Panama קטגוריה:פנמה: כלכלה Economy of Paraguay קטגוריה:פרגוואי: כלכלה Economy of Paris קטגוריה:פריז: כלכלה Economy of Poland כלכלת פולין Economy of Poland קטגוריה:פולין: כלכלה Economy of Portugal קטגוריה:פורטוגל: כלכלה Economy of Qatar קטגוריה:קטר: כלכלה Economy of Romania כלכלת רומניה Economy of Romania קטגוריה:רומניה: כלכלה Economy of Russia כלכלת רוסיה Economy of Russia קטגוריה:רוסיה: כלכלה Economy of Rwanda קטגוריה:רואנדה: כלכלה Economy of Saint Petersburg קטגוריה:סנקט פטרבורג: כלכלה Economy of Saudi Arabia קטגוריה:ערב הסעודית: כלכלה Economy of Serbia קטגוריה:סרביה: כלכלה Economy of Sierra Leone קטגוריה:סיירה לאון: כלכלה Economy of Singapore קטגוריה:סינגפור: כלכלה Economy of Slovakia קטגוריה:סלובקיה: כלכלה Economy of Slovenia קטגוריה:סלובניה: כלכלה Economy of South Korea כלכלת קוריאה הדרומית Economy of South Korea קטגוריה:קוריאה הדרומית: כלכלה Economy of South Sudan כלכלת דרום סודאן Economy of South Sudan קטגוריה:דרום סודאן: כלכלה Economy of Spain קטגוריה:ספרד: כלכלה Economy of Swaziland קטגוריה:סווזילנד: כלכלה Economy of Sweden כלכלת שוודיה Economy of Sweden קטגוריה:שוודיה: כלכלה Economy of Switzerland כלכלת שווייץ Economy of Switzerland קטגוריה:שווייץ: כלכלה Economy of Syria כלכלת סוריה Economy of Syria קטגוריה:סוריה: כלכלה Economy of São Tomé and Príncipe כלכלת סאו טומה ופרינסיפה Economy of Tanzania קטגוריה:טנזניה: כלכלה Economy of Tbilisi קטגוריה:טביליסי: כלכלה Economy of Tel Aviv קטגוריה:תל אביב-יפו: כלכלה Economy of Thailand קטגוריה:תאילנד: כלכלה Economy of Tonga קטגוריה:טונגה: כלכלה Economy of Tunisia כלכלת תוניסיה Economy of Tunisia קטגוריה:תוניסיה: כלכלה Economy of Turkey כלכלת טורקיה Economy of Turkey קטגוריה:טורקיה: כלכלה Economy of Uganda קטגוריה:אוגנדה: כלכלה Economy of Ukraine כלכלת אוקראינה Economy of Ukraine קטגוריה:אוקראינה: כלכלה Economy of Uruguay קטגוריה:אורוגוואי: כלכלה Economy of Uzbekistan קטגוריה:אוזבקיסטן: כלכלה Economy of Vanuatu קטגוריה:ונואטו: כלכלה Economy of Venezuela קטגוריה:ונצואלה: כלכלה Economy of Vietnam קטגוריה:וייטנאם: כלכלה Economy of Yemen קטגוריה:תימן: כלכלה Economy of Yugoslavia קטגוריה:יוגוסלביה: כלכלה Economy of Zambia קטגוריה:זמביה: כלכלה Economy of Zimbabwe קטגוריה:זימבבואה: כלכלה Economy of ancient Greece כלכלת יוון העתיקה Economy of ancient Greece קטגוריה:יוון העתיקה: כלכלה Economy of the Cayman Islands כלכלת איי קיימן Economy of the Czech Republic קטגוריה:צ'כיה: כלכלה Economy of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: כלכלה Economy of the European Union כלכלת האיחוד האירופי Economy of the European Union קטגוריה:האיחוד האירופי: כלכלה Economy of the German Democratic Republic כלכלת גרמניה המזרחית Economy of the Netherlands קטגוריה:הולנד: כלכלה Economy of the Philippines קטגוריה:הפיליפינים: כלכלה Economy of the Republic of Ireland כלכלת אירלנד Economy of the Republic of Ireland קטגוריה:אירלנד: כלכלה Economy of the Republic of Macedonia קטגוריה:מקדוניה: כלכלה Economy of the Soviet Union כלכלת ברית המועצות Economy of the Soviet Union קטגוריה:ברית המועצות: כלכלה Economy of the State of Palestine כלכלת הרשות הפלסטינית Economy of the State of Palestine קטגוריה:הרשות הפלסטינית: כלכלה Economy of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: כלכלה Economy of the United Kingdom כלכלת הממלכה המאוחדת Economy of the United Kingdom קטגוריה:בריטניה: כלכלה Economy of the United States כלכלת ארצות הברית Economy of the United States קטגוריה:ארצות הברית: כלכלה Ecoregion אזור אקולוגי Ecosystem מערכת אקולוגית Ecosystem engineer מין מהנדס סביבה Ecosystems קטגוריה:מערכות אקולוגיות Ecotax מיסוי ירוק Ecotope אקוטופ Ecotourism תיירות אקולוגית Ecotype אקוטיפ Ecovillage כפר אקולוגי Ecovillages קטגוריה:יישובים אקולוגיים Ecser אצ'ר Ecstasy אקסטזה Ecstasy of Saint Teresa האקסטזה של תרזה הקדושה Ecstasy: Three Tales of Chemical Romance אקסטזי Ectopic pregnancy היריון חוץ-רחמי Ectrodactyly אקטרודקטיליה Ecuador אקוודור Ecuador קטגוריה:אקוודור Ecuador Cuenca קואנקה Ecuador Ibarra איבארה Ecuador at the Olympics אקוודור במשחקים האולימפיים Ecuador at the Paralympics אקוודור במשחקים הפאראלימפיים Ecuador national basketball team נבחרת אקוודור בכדורסל Ecuador national football team נבחרת אקוודור בכדורגל Ecuador national football team navigational boxes קטגוריה:סגלי נבחרת אקוודור בכדורגל Ecuador squad 2006 FIFA World Cup תבנית:נבחרת אקוודור במונדיאל 2006 Ecuador squad 2014 FIFA World Cup תבנית:נבחרת אקוודור במונדיאל 2014 Ecuador squad 2015 Copa América תבנית:נבחרת אקוודור בקופה אמריקה 2015 Ecuador squad Copa América Centenario תבנית:נבחרת אקוודור בקופה אמריקה 2016 Ecuador templates קטגוריה:תבניות ניווט - אקוודור Ecuador women's national football team נבחרת אקוודור בכדורגל נשים Ecuadorian Serie A ליגת העל האקוודורית Ecuadorian footballers קטגוריה:כדורגלנים אקוודורים Ecuadorian painters קטגוריה:ציירים אקוודורים Ecuadorian people קטגוריה:אקוודורים Ecuadorian politicians קטגוריה:פוליטיקאים אקוודורים Ecuadorian sportspeople קטגוריה:ספורטאים אקוודורים Ecumene אויקומנה Ecumenical Patriarchate of Constantinople פטריארך קונסטנטינופול Ecumenical council ועידה אקומנית Ecumenical councils קטגוריה:ועידות אקומניות Ecw logo2001.png תמונה:Ecw logo.png Eczema גרב Ed אד Ed Asner אדוארד אסנר Ed Baird אד ביירד Ed Begley אד בגלי Ed Benes אד בניס Ed Gein אד גיין Ed Harris אד האריס Ed Helms אד הלמס Ed Hunter Ed Hunter Ed Kahan אדוארדו Ed Koch אד קוץ' Ed Macauley אד מקאולי Ed Markey אד מרקי Ed McMahon אד מקמהון Ed Miliband אד מיליבנד Ed Naha אד נהה Ed O'Brien אד או'בריאן Ed O'Neill אד אוניל Ed Sheeran אד שירן Ed Stoppard אד סטופארד Ed Sullivan אד סאליבן Ed Westwick אד וסטוויק Ed Wood אד ווד Ed Wood אדוארד ווד Ed Wynn אד וויין Ed de Goey אד דה חוי Ed-Dahi דחי EdBever User:EdBever EdX EdX Edah HaChareidis העדה החרדית Edain אדין Edam cheese אדם Edamame אדממה Edaphology אדפולוגיה Edaphosaurus אדפוזאור Eday אידיי Edd n Eddy Ed אדד ואדי אד Edda אדה Edda Mussolini אדה מוסוליני Eddie אדי Eddie "The Eagle" Edwards מייקל אדוארדס Eddie Adams אדי אדמס Eddie Albert אדי אלברט Eddie Brock ונום Eddie Butler אדי בטלר Eddie Cahill אדי קייהיל Eddie Cantor אדי קנטור Eddie Chapman אדי צ'פמן Eddie Cochran אדי קוקרן Eddie Constantine אדי קונסטנטין Eddie Fenech Adami אדוארד פנק אדאמי Eddie Gil אדי חיל Eddie Guerrero אדי גררו Eddie Hapgood אדי הפגוד Eddie Holland אדי הולנד Eddie House אדי האוס Eddie Izzard אדי איזרד Eddie Johnson אדי ג'ונסון Eddie Jones אדי ג'ונס Eddie Kaye Thomas אדי קיי תומאס Eddie Kelly אדי קלי Eddie Lang אדי לאנג Eddie Magill אדי מגיל Eddie Marsan אדי מארסן Eddie McGoldrick אדי מק'גולדריק Eddie Murphy אדי מרפי Eddie Myers אדמונד מאיירס Eddie Redmayne אדי רדמיין Eddie Reese אדי ריס Eddie Slovik אדי סלוביק Eddie Tolan אדי טולן Eddie Van Halen אדי ואן היילן Eddie Vedder אדי ודר Eddington Medal מדליית אדינגטון Eddington luminosity בהירות אדינגטון Eddy Cue אדי קיו Eddy Curry אדי קרי Eddy Hamel אדי האמל Eddy Merckx אדי מרקס Eddy Wata אדי וואטה Eddy Zemach עדי צמח Eddy current זרמי פוקו Eddy-current testing בדיקה באמצעות זרמי ערבולת Eddystone Lighthouse מגדלור אדיסטון Edeka אדקה Edelstein אדלשטיין Edelweiss אדלווייס Edelweiss Air אדלווייס אייר Edelweiss Pirates הפירטים של אדלווייס Edelény אדלני Edema בצקת Eden עדן Eden Ben Basat עדן בן בסט Eden Cogan משתמש:עדן קוגן Eden Harel עדן הראל Eden Hazard אדן הזאר Eden Natan-Zada טרור יהודי בישראל#עדן נתן-זדה Eden Project פרויקט עדן Eden Springs מי עדן Eden78 משתמש:עדן78 Edenc1 משתמש:Superboi Eder אידר Edfu אדפו Edgar אדגר Edgar Adrian אדגר דאגלס אדריאן Edgar Allan Poe אדגר אלן פו Edgar Allan Poe קטגוריה:אדגר אלן פו Edgar Award פרס אדגר Edgar Bronfman אדגר ברונפמן Edgar Bronfman Jr. אדגר ברונפמן Edgar Bronfman Sr. אדגר ברונפמן Edgar Codd אדגר קוד Edgar Davids אדגר דווידס Edgar Degas אדגר דגה Edgar Evans אדגר אוונס Edgar Guest אדגר גאסט Edgar Ié אדגר יה Edgar Kaplan אדגר קפלן Edgar Lungu אדגר לונגו Edgar Morin אדגר מורן Edgar Rice Burroughs אדגר רייס בורוז Edgar Seligman אדגר זליגמן Edgar the Peaceful מלך אנגליה אדגר Edgar the Ætheling אדגר אתלינג Edgaras Česnauskis אדגראס צ'סנאוסקיס Edgard Colle אדגר קול Edgard Varèse אדגר וארז Edgard de Larminat אדגאר דה לרמינא Edge אדג' Edge אדם קופלנד Edge צלע Edge case מקרה קצה Edge coloring צביעת קשתות Edge detection זיהוי קצוות Edge of Tomorrow קצה המחר Edge of chaos תהליך גבול כאוס EdgeChronicles תבנית:קורות קצעולם Edgerck/Mass in special relativity מסת מנוחה Edgeworth David אדג'וורת דייוויד Edgeworth box תיבת אדג'וורת' Edgeøya אדגייה Edguy Edguy Edi Gathegi אדי גטהאגי Edible algae קטגוריה:מאכלי אצות Edible bird's nest מרק קני ציפורים Edible fish קטגוריה:דגי מאכל Edible frog צפרדע אגם Edible ink printing תמונה אכילה Edible nuts and seeds קטגוריה:אגוזים וזרעים אכילים EdibleKarma/Invisible Pink Unicorn Sandbox החד-קרן הוורודה הבלתי נראית Edict of Amboise הסכם אמבואז Edict of Expulsion גירוש יהודי אנגליה Edict of Milan צו מילאנו Edict of Nantes האדיקט של נאנט Edie Falco אידי פאלקו Edie Sedgwick אידי סדג'וויק Edificio España בניין ספרד Edifício Itália בניין איטליה Edimax אדימקס Edin Cocalić אדין צוצאליץ' Edin Džeko אדין דז'קו Edinburgh אדינבורו Edinburgh קטגוריה:אדינבורו Edinburgh Castle טירת אדינבורו Edinburgh Castle קטגוריה:טירת אדינבורו Edinburgh Declaration הצהרת אדינבורו Edinburgh Festival פסטיבל אדינבורו Edinburgh Football League ליגות כדורגל מוספות#ליגת הכדורגל של אדינבורו Edinburgh International Book Festival פסטיבל הספרים הבינלאומי של אדינבורו Edinburgh International Science Festival פסטיבל המדע הבינלאומי של אדינבורו Edinburgh New Town העיר החדשה של אדינבורו Edinburgh Old Town העיר העתיקה של אדינבורו Edinburgh Review Edinburgh Review Edinburgh derby הדרבי של אדינבורו Edinburgh of the Seven Seas אדינבורו על שבעת הימים Edinson Cavani אדינסון קבאני Edirne אדירנה Edison אדיסון Edison Theater קולנוע אדיסון Edison's Black Maria מריה השחורה Edit conflict עזרה:התנגשות עריכה Edit conflict תבנית:לפני התנגשות Edit filter ויקיפדיה:מסנן השחתות Edit summary ויקיפדיה:תקציר עריכה Edit warring ויקיפדיה:מלחמת עריכה Edita Piekha אדיתה פייכה Edith Evans אדית אוונס Edith Frank אדית פרנק Edith Hahn Beer אדית האן Edith Hamilton עדית המילטון Edith Head אדית הד Edith Holloway אדית הולוואי Edith Massey אדית מאסי Edith McGuire אדית מקגוויר Edith Nourse Rogers אדית רוג'רס Edith Pattou אדית פאטו Edith Roosevelt אדית רוזוולט Edith Stein אדית שטיין Edith Wharton אדית וורטון Edith Wilson אדית בולינג וילסון Editing עזרה:עריכת קוד מקור Editing עריכה Editing קטגוריה:עריכה Editio princeps דפוס ראשון Edition מהדורה Editnotice ויקיפדיה:הודעת עריכה Editnotice תבנית:הודעת עריכה Editnotices/Namespace/Template תבנית:הודעת עריכה/מרחב שם/תבנית Editor עורך Editor at Large/Sandbox Special:Contributions/Editor at Large Editorial מאמר מערכת Editorial cartoon איור עיתונות Editorofthewiki/Drafts/Draft 1 מינסטר Editors קטגוריה:עורכים Editors Committee ועדת העורכים Edivorce/DUsandbox קרינת אלפא Edivorce/sandboxMediation גישור Edman degradation ריצוף חלבונים בשיטת אדמן Edme Mariotte אדם מריוט Edmond Albius אדמונד אלביוס Edmond Fleg אדמון פלג Edmond Halley אדמונד היילי Edmond Jabès אדמון ז'אבס Edmond James de Rothschild אדמונד ג'יימס דה רוטשילד Edmond O'Brien אדמונד או'בראיין Edmond Rostand אדמון רוסטאן Edmond Safra אדמונד ספרא Edmond Schmilovich אדמונד שמילוביץ' Edmond Wilhelm Brillant אדמונד וילהלם ברילנט Edmond Yafil אדמונד נתן יאפיל Edmond de Goncourt אדמון דה גונקור Edmondo De Amicis אדמונדו דה אמיצ'יס Edmonton אדמונטון Edmonton קטגוריה:אדמונטון Edmonton Oilers אדמונטון אוילרס Edmontonia אדמונטוניה Edmontosaurus אדמונטוזאורוס Edmund אדמונד Edmund Barton אדמונד ברטון Edmund Burke אדמונד ברק Edmund Creffield אדמונד קרפילד Edmund Gwenn אדמונד גוון Edmund Heines אדמונד היינץ Edmund Hillary אדמונד הילרי Edmund Husserl אדמונד הוסרל Edmund I מלך אנגליה אדמונד הראשון Edmund Ironside מלך אנגליה אדמונד השני Edmund Jacobson אדמונד ג'ייקובסון Edmund Kean אדמונד קין Edmund Kirby Smith אדמונד קירבי סמית' Edmund Landau אדמונד לנדאו Edmund Leach אדמונד ליץ' Edmund Leighton אדמונד בלייר לייטון Edmund Leopold de Rothschild אדמונד ליאופולד דה רוטשילד Edmund Levy אדמונד לוי Edmund McMillen אדמונד מקמילן Edmund Muskie אדמונד מאסקי Edmund Phelps אדמונד פלפס Edmund Randolph אדמונד רנדולף Edmund Rubbra אדמונד רוברה Edmundobot User:Edmundobot Edmundwoods User:Edmundwoods Edmílson אדמילסון Edna Arbel עדנה ארבל Edna Foa עדנה פואה Edna Kiplagat אדנה קיפלגט Edna Krabappel עדנה קרבאפל Edna O'Brien עדנה או'בריאן Edna Shavit עדנה שביט Edna Solodar עדנה סולודר Edna St. Vincent Millay עדנה סנט וינסנט מיליי Edo de Waart אדו דה וארט Edo period תקופת אדו Edo-Tokyo Museum מוזיאון אדו טוקיו Edoardo Mangiarotti אדוארדו מנג'רוטי Edom אדום Edom קטגוריה:אדום Edomite language אדומית Edouard Zeckendorf אדואר זקנדורף Edowns11/sandbox רולו מיי Edsger Dijkstra אדסחר דייקסטרה Edson Braafheid אדסון בראפהייד Edu Gaspar אדוארדו סזאר גספר Eduard Bagritsky אדוארד בגריצקי Eduard Bernstein אדוארד ברנשטיין Eduard Bloch אדוארד בלוך Eduard Buchner אדוארד בוכנר Eduard Dietl אדוארד דיטל Eduard Dyckhoff אדוארד דיקהוף Eduard Fischer אדוארד פישר Eduard Flipse אדוארד פליפסה Eduard Fraenkel אדוארד פרנקל Eduard Frankfort אדוארד פרנקפורט Eduard Gans אדוארד גנז Eduard Hanslick אדוארד הנסליק Eduard Khil אדוארד חיל Eduard Kokoity אדוארד קוקויטי Eduard Krebsbach אדוארד קרבסבאך Eduard Kuznetsov אדוארד קוזנצוב Eduard Limonov אדוארד לימונוב Eduard Mahler אדוארד מאהלר Eduard Meyer אדוארד מאייר Eduard Mörike אדוארד מריקה Eduard Norden אדוארד נורדן Eduard Pernkopf אדוארד פרנקופף Eduard Roschmann אדוארד רושמן Eduard Schulte אדוארד שולטה Eduard Shevardnadze אדוארד שוורדנדזה Eduard Steuermann אדוארד שטוירמן Eduard Strauss אדוארד שטראוס Eduard Streltsov אדוארד סטרלצוב Eduard Vinokurov אדוארד וינוקורוב Eduard Wirths אדוארד וירטס Eduard van Beinum אדוארד ון ביינום Eduard von Böhm-Ermolli אדוארד פון בהם-ארמולי Eduard von Capelle אדוארד פון קאפלה Eduard von Simson אדוארד פון סימסון Eduard Čech אדוארד צ'ך Eduardo Berizzo אדוארדו בריסו Eduardo Carvalho אדוארדו קרבאליו Eduardo Chillida אדוארדו צ'ילידה Eduardo De Filippo אדוארדו דה פיליפו Eduardo Duhalde אדוארדו דואלדה Eduardo Elsztain אדוארדו אלשטיין Eduardo Gomes אדוארדו גומס Eduardo Manchón אדוארדו מנצ'ון Eduardo Mata אדוארדו מאטה Eduardo Mondlane אדוארדו מונדלאנה Eduardo Propper de Callejón אדווארדו פרופר דה קאייחון Eduardo Salvio אדוארדו סאלביו Eduardo Saverin אדוארדו סברין Eduardo Vargas אדוארדו ורגאס Eduardo da Silva אדוארדו דה סילבה Educating Rita לחנך את ריטה Education חינוך Education ספר:חינוך Education פורטל:חינוך Education קטגוריה:חינוך Education Ministers of Egypt קטגוריה:שרי החינוך של מצרים Education Resources Information Center ERIC Education academics קטגוריה:חוקרי חינוך Education and Youth Corps חיל החינוך והנוער Education and training occupations קטגוריה:מקצועות החינוך וההדרכה Education by country קטגוריה:חינוך לפי מדינה Education by subject קטגוריה:תחומים בחינוך Education in Argentina קטגוריה:ארגנטינה: חינוך Education in Arizona קטגוריה:אריזונה: חינוך Education in Australia קטגוריה:אוסטרליה: חינוך Education in Austria קטגוריה:אוסטריה: חינוך Education in Belgium קטגוריה:בלגיה: חינוך Education in Berlin קטגוריה:ברלין: חינוך Education in Brazil קטגוריה:ברזיל: חינוך Education in Cairo קטגוריה:קהיר: אוניברסיטאות ומכללות Education in California קטגוריה:קליפורניה: חינוך Education in Canada קטגוריה:קנדה: חינוך Education in Canada by province or territory קטגוריה:חינוך בקנדה לפי פרובינציה Education in Colorado קטגוריה:קולורדו: חינוך Education in Connecticut קטגוריה:קונטיקט: חינוך Education in Cyprus קטגוריה:קפריסין: חינוך 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Education in Poland קטגוריה:פולין: חינוך Education in Portugal קטגוריה:פורטוגל: חינוך Education in Quebec קטגוריה:קוויבק: חינוך Education in Rhode Island קטגוריה:רוד איילנד: חינוך Education in Russia קטגוריה:רוסיה: חינוך Education in Saudi Arabia קטגוריה:ערב הסעודית: חינוך Education in Serbia קטגוריה:סרביה: חינוך Education in Singapore קטגוריה:סינגפור: חינוך Education in Slovakia קטגוריה:סלובקיה: חינוך Education in South Sudan חינוך בדרום סודאן Education in South Sudan קטגוריה:דרום סודאן: חינוך Education in Spain קטגוריה:ספרד: חינוך Education in Sweden קטגוריה:שוודיה: חינוך Education in Switzerland קטגוריה:שווייץ: חינוך Education in Syria קטגוריה:סוריה: חינוך Education in Tbilisi קטגוריה:טביליסי: חינוך Education in Tel Aviv קטגוריה:תל אביב-יפו: חינוך Education in Tennessee קטגוריה:טנסי: חינוך Education in Texas קטגוריה:טקסס: חינוך Education in Tunisia קטגוריה:תוניסיה: חינוך Education in Turkey קטגוריה:טורקיה: חינוך Education in Ukraine קטגוריה:אוקראינה: חינוך Education in Utah קטגוריה:יוטה: חינוך Education in Vienna קטגוריה:וינה: חינוך Education in Virginia קטגוריה:וירג'יניה: חינוך Education in Wisconsin קטגוריה:ויסקונסין: חינוך Education in the Czech Republic קטגוריה:צ'כיה: חינוך Education in the Netherlands קטגוריה:הולנד: חינוך Education in the Palestinian territories קטגוריה:הרשות הפלסטינית: חינוך Education in the Republic of Ireland קטגוריה:אירלנד: חינוך Education in the United Kingdom חינוך בממלכה המאוחדת Education in the United Kingdom קטגוריה:בריטניה: חינוך Education in the United States קטגוריה:ארצות הברית: חינוך Education in the United States by state קטגוריה:מדינות ארצות הברית: חינוך Education in Île-de-France קטגוריה:איל דה פראנס: חינוך Education infobox templates קטגוריה:תבניות פרמטריות - חינוך Education ministers קטגוריה:שרי חינוך Education ministers of Germany קטגוריה:שרי החינוך של גרמניה Education ministers of Hungary קטגוריה:שרי החינוך של הונגריה Education ministers of Italy קטגוריה:שרי החינוך של איטליה Education ministers of Japan המדע והטכנולוגיה של יפן הספורט התרבות קטגוריה:שרי החינוך Education ministries קטגוריה:משרדי חינוך Education schools קטגוריה:מוסדות להכשרת מורים Education stubs קטגוריה:קצרמר חינוך Education templates קטגוריה:תבניות ניווט - חינוך Education user templates קטגוריה:ויקיפדיה - משתמש - השכלה Educational accreditation הכרה במוסד אקדמי Educational assessment מדידה והערכה בחינוך פורמלי Educational data mining כריית מידע בחינוך Educational entertainment בידור חינוכי Educational organizations קטגוריה:ארגוני חינוך Educational organizations based in Israel קטגוריה:ארגוני חינוך בישראל Educational psychologists קטגוריה:פסיכולוגים חינוכיים Educational psychology פסיכולוגיה חינוכית Educational psychology קטגוריה:פילוסופיה של החינוך Educational software לומדה Educational technology קטגוריה:טכנולוגיות למידה Educational toys קטגוריה:צעצועים חינוכיים Educators קטגוריה:אנשי חינוך Edvard Beneš אדווארד בנש Edvard Grieg אדוורד גריג Edvard Kardelj אדווארד קרדל Edvard Moser אדוורד מוסר Edvard Munch אדוורד מונק Edward אדוארד אדוארד Edward Abbey אדוארד אבי Edward Adelbert Doisy אדוארד אדלברט דויזי Edward Adrian Wilson אדוארד אדריאן וילסון Edward Albee אדוארד אלבי Edward Albert Sharpey-Schafer אדוארד אלברט שארפי-שפר Edward Altman אדוארד אלטמן Edward Atiyah אדוארד עטיה Edward Atkinson אדוארד אטקינסון Edward Avedisian אדוארד אבדיסיאן Edward Bransfield אדוארד ברנספילד Edward Bulwer-Lytton אדוארד בולוור ליטון Edward Burnett Tylor אדוארד טיילור Edward Burns אדוארד ברנס Edward Cave אדוארד קייב Edward Charles Howard אדוארד צ'ארלס הווארד Edward Charles Pickering אדוארד צ'ארלס פיקרינג Edward Codrington אדוארד קודרינגטון Edward Cullen דמדומים Edward Curtis אדוארד קרטיס Edward Davis אדוארד דייוויס Edward Dicey אדוארד דייסי Edward Djerejian אדוארד ג'רג'יאן Edward Dmytryk אדוארד דמיטריק Edward Downes אדוארד דאונס Edward Edwards אדוארד אדוארדס Edward Elgar אדוארד אלגר Edward Emerson Barnard אדוארד ברנרד Edward Everett אדוארד אברט Edward Fisher אדוארד פישר Edward Fox אדוארד פוקס Edward Furlong אדוארד פרלונג Edward Gibbon אדוארד גיבון Edward Gierek אדוורד גרק Edward Gordon Craig גורדון קרייג Edward Hall אדוארד הול Edward Harrigan אדוארד האריגן Edward Heath אדוארד הית' Edward Henry Palmer אדוארד הנרי פאלמר Edward Herrmann אדוארד הרמן Edward Higgins White אדוארד היגינס וייט Edward Holmes אדוארד הולמס Edward Hopper אדוארד הופר Edward House אדוארד האוס Edward Howard אדוארד הווארד Edward I of England מלך אנגליה אדוארד הראשון Edward II of England מלך אנגליה אדוארד השני Edward III of England מלך אנגליה אדוארד השלישי Edward IV of England מלך אנגליה אדוארד הרביעי Edward Jacobson אדי יעקובסון Edward James Olmos אדוארד ג'יימס אולמוס Edward Jenner אדוארד ג'נר Edward Keith-Roach אדוארד קית'-רוץ' Edward Lasker אדוארד לסקר Edward Lawrence Levy אדוארד לורנס לוי Edward Lawson אדוארד לוסון Edward Lear אדוארד ליר Edward Levi אדוארד לוי Edward Lewis אדוארד לואיס Edward Lindberg אדוארד לינדברג Edward Livingston אדוארד ליווינגסטון Edward Luttwak אדוארד לוטוואק Edward Löwe אדוארד לווה Edward MacDowell אדוארד מקדואל Edward Medal מדליית אדוארד Edward Mills Purcell אדוארד מילס פרסל Edward Morley אדוארד מורלי Edward Murrow אדוארד מורו Edward Norton אדוארד נורטון Edward Norton Lorenz אדוארד לורנץ Edward Ochab אדווארד אוחאב Edward Olearczyk אדוארד אולארצ'יק Edward Quinan אדוארד קינאן Edward Robinson אדוארד ג'י רובינסון Edward Robinson אדוארד רובינסון Edward Rutledge אדוארד ראטלדג' Edward Rydz-Śmigły אדוורד רידז-שמיגלי Edward Said אדוארד סעיד Edward Salomon אדוארד זליג סלומון Edward Salomon אדוארד סלומון Edward Scissorhands המספריים של אדוארד Edward Seaga אדוארד סגה Edward Shepherd Creasy אדוארד שפרד קריזי Edward Shils אדוארד שילס Edward Smith אדוארד סמית' Edward Smouha טדי סמוכה Edward Snowden אדוארד סנודן Edward Spears אדוארד ספירס Edward Stafford אדוארד סטפורד Edward Steichen אדוארד סטייכן Edward Stettinius Jr. אדוארד סטטיניוס Edward Tatum אדוארד טטום Edward Teller אדוארד טלר Edward Thorndike אדוארד לי תורנדייק Edward Titchener אדוארד טיצ'נר Edward V of England מלך אנגליה אדוארד החמישי Edward VI of England מלך אנגליה אדוארד השישי Edward VII מלך הממלכה המאוחדת אדוארד השביעי Edward VIII מלך הממלכה המאוחדת אדוארד השמיני Edward Valentine Blomfield אדוארד ולנטיין בלומפילד Edward Victor Appleton אדוארד אפלטון Edward Walker Jr. אדוארד ווקר Edward Waring אדוארד וארינג Edward Weston אדוארד וסטון Edward White אדוארד וייט Edward William Lane אדוארד ליין Edward Wilmot Blyden אדוארד וילמוט בליידן Edward Witten אדוארד ויטן Edward Wood אד ווד Edward Woodward אדוארד וודוורד Edward the Confessor אדוארד המודה Edward the Elder אדוארד הזקן Edward the Martyr אדוארד המרטיר Edwardian era התקופה האדוארדית Edwards אדוארדס Edwards Air Force Base בסיס חיל האוויר אדוארדס Edwards Personal Preference Schedule מבחן EPPS Edwards syndrome תסמונת אדוארדס Edwin Abbott אדווין אבוט Edwin Abbott Abbott אדווין אבוט אבוט Edwin Austin Abbey אדווין אוסטין אבי Edwin Barclay אדווין בארקלי Edwin Black אדווין בלאק Edwin Bélanger אדווין בלאנז'ה Edwin Drake אדווין דרייק Edwin Encarnación אדווין אנקרנסיון Edwin Freiherr von Manteuffel אדווין פון מנטויפל Edwin Howard Armstrong אדווין ארמסטרונג Edwin Hubble אדווין האבל Edwin Hubble קטגוריה:אדווין האבל Edwin Jarvis אדווין ג'רביס Edwin Klebs אדווין קלבס Edwin Locke אדווין לוק Edwin Moses אדווין מוזס Edwin Porter אדווין סטנטון פורטר Edwin Romanzo Elmer אדווין רומנזו אלמר Edwin Samuel Montagu אדווין מונטגיו Edwin Seroussi אדווין סרוסי Edwin Shneidman אדווין שניידמן Edwin de Leon אדווין די לאון Edwin van der Sar אדווין ואן דר סאר Edzard Ernst אדזארד ארנסט Ee Mungu Nguvu Yetu המנון קניה Eekiv/sandbox/UC Berkeley mirror אוניברסיטת קליפורניה בברקלי Eel צלופחאים Eels אילז Eero Aarnio אירו ארניו Eero Saarinen אירו סארינן Eero Saarinen structures קטגוריה:מבנים ואתרים שתכנן אירו סארינן Eeva Kilpi אווה קילפי Eeva Tikka אווה טיקה Ef'al אפעל Ef'al Regional Council מועצה אזורית אפעל Efe Ambrose אפה אמברוז Efendi אפנדי Eferding District אפרדינג EfesPilsenLogo.png תמונה:EfesPilsenSKLogo.png Effective altruism אלטרואיזם אפקטיבי Effective atomic number מספר אטומי אפקטיבי Effective mass מסה אפקטיבית Effective medium approximations מודל מקסוול גרנט Effective potential פוטנציאל אפקטיבי Effective radiated power הספק אפקטיבי מוקרן Effector אפקטור Effects of cannabis השפעות של קנאביס Effects of external causes קטגוריה:תוצאות גורמים חיצוניים Effects of nuclear explosions השפעות פיצוץ גרעיני Effects unit מעבד צליל Effeietsanders משתמש:Effeietsanders Effendi אפנדי Effi Birnbaum אפי בירנבוים Effi Eitam אפי איתם Efficient energy use התייעלות אנרגטית Efficient-market hypothesis תאוריית השוק היעיל Effie Award תחרות אפי Effort justification הצדקת המאמץ Effusion אפוזיה Efi Arazi אפי ארזי Efi Oshaya אפי אושעיה Efim Bogoljubov יפים בוגוליובוב Efim Geller יפים גלר Efim Shifrin יפים שיפרין Efim Zelmanov יפים זלמנוב Efraim Davidi אפרים דוידי Efraim Gur אפרים גור Efraim Halevy אפרים הלוי Efraim Ilin אפרים אילין Efraim Karsh אפרים קארש Efraim Sevela אפרים סבלה Efraim Shalom אפרים שלום Efraim Sneh אפרים סנה Efraim Taburi אפרים תבורי Efraim Taka אפרים טקה Efraim Zuroff אפרים זורוף Efrat אגודת אפרת Efrat אפרת Efrat Abramov אפרת אברמוב Efrat Gosh אפרת גוש Efrat Natan אפרת נתן Efrat Peled אפרת פלד Efrat Ungar אפי אונגר Efraín Goldenberg אפרים גולדנברג Efraín Ríos Montt אפראין ריוס מונט Efrem Kurtz יפרם קורץ Efrem Zimbalist אפרם צימבליסט Efron אפרון Efteling אפטלינג Egalitarianism שוויון Egbert הארכיבישוף מטריר אגברט Egbert of Wessex מלך וסקס אגברט Eger אגר Egeria אגריה Egeskov Castle טירת אגסקוב Egg ביצה Egg as food ביצה Egg carton תבנית ביצים Egg cell ביצית Egg cup גביע ביצה Egg decorating קישוט ביצים Egg dishes קטגוריה:מאכלי ביצים Egg donation תרומת ביציות Egg in the basket ביצה בקן Egg incubation דגירה Egg of Columbus ביצת קולומבוס Egg roll אגרול Egg salad סלט ביצים Egg timer טיימר ביצים Egg white חלבון הביצה Egged אגד Egged Bus 99 קו 99 Egged Ta'avura אגד תעבורה Eggishorn אגיסהורן Eggnog ליקר ביצים Eggplant חציל Eggplant dishes קטגוריה:מאכלי חצילים Eggplant salads and appetizers סלט חצילים Eggs קטגוריה:ביצים Eggs קטגוריה:מאכלי ביצים Eggs Benedict ביצים בנוסח בנדיקט Eggs Sardou ביצים בנוסח סארדו Eggshell skull הלכת הגולגולת הדקה Egidio Arévalo Ríos אחידיו ארבאלו Egidio Duni אג'ידיו דוני Egidio Forcellini אג'ידיו פורצ'ליני Egilsstaðir איילססטאד'יר Eglon עגלון Eglon עגלון מלך מואב Egmont National Park הפארק הלאומי אגמונט Egnatia Odos אגנטיה אודוס Ego Ego Ego Trippin' Ego Trippin' Ego psychology פסיכולוגיית האגו Egocentrism אגוצנטריות Egoism אגואיזם Egon Krenz אגון קרנץ Egon Petri אגון פטרי Egon Pollak אגון פולק Egon Schiele אגון שילה Egon Wellesz אגון ולס Egor Filipenko ייגור פיליפנקו Egorov's theorem משפט אגורוף Egoz אגוז Egoz Reconnaissance Unit יחידת אגוז Eguisheim אגיסהיים Egwale Seyon קיסר אתיופיה אגוולה ציון Egypt מצרים Egypt קטגוריה:מצרים Egypt Abydos אבידוס Egypt Al-Qusayr קוסייר Egypt Exploration Society החברה לחקר מצרים Egypt Farafra פראפרה Egypt Mansoura אל-מנצורה Egypt Memphis ממפיס Egypt Taba טאבה Egypt Thebes תבאי Egypt at the Olympics מצרים במשחקים האולימפיים Egypt at the Paralympics מצרים במשחקים הפאראלימפיים Egypt location map templates קטגוריה:תבניות מיפוי לפי מדינות: מצרים Egypt men's football squad 2012 Summer Olympics תבנית:נבחרת מצרים בכדורגל באולימפיאדת 2012 Egypt national basketball team נבחרת מצרים בכדורסל Egypt national football team נבחרת מצרים בכדורגל Egypt national football team managers קטגוריה:מאמני נבחרת מצרים בכדורגל Egypt national football team navigational boxes קטגוריה:סגלי נבחרת מצרים בכדורגל Egypt sites Abydos קטגוריה:אבידוס Egypt templates קטגוריה:תבניות ניווט - מצרים EgyptAir איג'יפטאייר EgyptAir Express איג'יפטאייר אקספרס EgyptAir Flight 181 טיסה 181 של איג'יפטאייר EgyptAir Flight 648 חטיפת טיסה 648 של איג'יפטאייר EgyptAir Flight 804 טיסה 804 של איג'יפטאייר EgyptAir Flight 990 טיסה 990 של איג'יפטאייר EgyptSat 1 איג'יפטסאט 1 EgyptSat 2 איג'יפטסאט 2 Egyptian 25th Brigade ambush המארב לחטיבה 25 המצרית Egyptian Air Force חיל האוויר המצרי Egyptian Air Force קטגוריה:חיל האוויר המצרי Egyptian Arabic ערבית מצרית Egyptian Army צבא מצרים Egyptian Bloc הגוש המצרי Egyptian Christians קטגוריה:נוצרים מצרים Egyptian Constitution of 1923 חוקת מצרים Egyptian Expeditionary Force חיל המשלוח המצרי Egyptian Federation for Scouts and Girl Guides התאחדות הצופים והצופות של מצרים Egyptian Islamic Jihad הג'יהאד האסלאמי המצרי Egyptian Jews קטגוריה:יהודים מצרים Egyptian Mau מאו מצרי Egyptian Museum המוזיאון המצרי Egyptian Museum of Berlin המוזיאון המצרי Egyptian National Library and Archives הספרייה הלאומית והארכיון הלאומי של מצרים Egyptian National Railways רכבות במצרים Egyptian Navy חיל הים המצרי Egyptian Nobel laureates קטגוריה:זוכי פרס נובל מצרים Egyptian Premier League ליגת העל המצרית Egyptian Ratscrew מלחמה מצרית Egyptian Revolution המהפכה המצרית Egyptian actors קטגוריה:שחקני קולנוע וטלוויזיה מצרים Egyptian archaeologists קטגוריה:ארכאולוגים מצרים Egyptian artists קטגוריה:אמנים מצרים Egyptian chronology הכרונולוגיה המצרית Egyptian clergy קטגוריה:אנשי דת מצרים Egyptian cobra קוברה מצרית Egyptian composers קטגוריה:מלחינים מצרים Egyptian cuisine המטבח המצרי Egyptian cuisine קטגוריה:המטבח המצרי Egyptian culture קטגוריה:מצרים: תרבות Egyptian deities קטגוריה:אלי מצרים Egyptian diplomats קטגוריה:דיפלומטים מצרים Egyptian dramatists and playwrights קטגוריה:מחזאים מצרים Egyptian faience פיאנס מצרי Egyptian feminists קטגוריה:פמיניסטים מצרים Egyptian film directors קטגוריה:במאי קולנוע מצרים Egyptian footballers קטגוריה:כדורגלנים מצרים Egyptian fraction שבר מצרי Egyptian fruit bat עטלף פירות מצוי Egyptian goddesses קטגוריה:אלות מצריות Egyptian gods קטגוריה:אלים מצריים Egyptian goose יאורית מצרית Egyptian hieroglyphs כתב חרטומים Egyptian historians קטגוריה:היסטוריונים מצרים Egyptian journalists קטגוריה:עיתונאים מצרים Egyptian language שפות מצריות Egyptian languages קטגוריה:שפות מצריות Egyptian law קטגוריה:מצרים: חוק ומשפט Egyptian literature קטגוריה:ספרות מצרית Egyptian military personnel קטגוריה:אנשי צבא מצרים Egyptian mongoose נמייה מצויה Egyptian music קטגוריה:מוזיקה מצרית Egyptian musicians קטגוריה:מוזיקאים מצרים Egyptian mythology מיתולוגיה מצרית Egyptian mythology קטגוריה:מיתולוגיה מצרית Egyptian numerals ספרות מצריות Egyptian painters קטגוריה:ציירים מצרים Egyptian people קטגוריה:מצרים: אישים Egyptian people of the Yom Kippur War קטגוריה:מצרים במלחמת יום הכיפורים Egyptian plover תנינן מצרי Egyptian poets קטגוריה:משוררים מצרים Egyptian politicians קטגוריה:פוליטיקאים מצרים Egyptian pound לירה מצרית Egyptian pyramids הפירמידות במצרים Egyptian rabbis קטגוריה:רבנים מצרים Egyptian revolution of 1919 מהומות 1919 במצרים Egyptian revolution of 1952 מהפכת הקצינים החופשיים Egyptian revolution of 2011 ההפיכה במצרים Egyptian scientists קטגוריה:מדענים מצרים Egyptian singers קטגוריה:זמרים מצרים Egyptian slit-faced bat לילן מצרי Egyptian sportspeople קטגוריה:ספורטאים מצרים Egyptian temples קטגוריה:מקדשים במצרים העתיקה Egyptian vulture רחם Egyptian weasel סמור מצרי Egyptian writers קטגוריה:סופרים מצרים Egyptian-Czech arms deal עסקת הנשק הצ'כוסלובקית-מצרית Egyptian–Hittite peace treaty הסכם השלום החתי-מצרי Egyptologists קטגוריה:אגיפטולוגים Egyptology אגיפטולוגיה Egypt–Iran relations יחסי איראן-מצרים Egypt–Israel Peace Treaty הסכם השלום בין ישראל למצרים Egypt–Israel relations יחסי ישראל-מצרים Egypt–Israel relations קטגוריה:יחסי ישראל-מצרים Egypt–Saudi Arabia relations יחסי מצרים-ערב הסעודית Egypt–United States relations יחסי ארצות הברית-מצרים Eh Eh Eh Eh Eh! Steve/Megatron מגהטרון EhavEliyahu/Abir יהושע סופר Ehecatl אהקטל Ehime Matsuyama מצויאמה Ehime Prefecture אהימה Ehlers–Danlos syndrome תסמונת אהלרס-דנלוס Ehrenbreitstein Fortress מבצר ארנברייטשטיין Ehrenfest theorem משפט ארנפסט Ehrenreich ארנרייך Ehrenstein ארנשטיין Ehrhardt Post ארהרדט פוסט Ehrlich ארליך Ehud אהוד בן גרא Ehud Adiv אודי אדיב Ehud Avriel אהוד אבריאל Ehud Banai אהוד בנאי Ehud Barak אהוד ברק Ehud Ben Tuvim אהוד בן טובים Ehud Gazit אהוד גזית Ehud Havazelet אהוד חבצלת Ehud Hrushovski אהוד הרושובסקי Ehud Kachila אהוד כחילה Ehud Manor אהוד מנור Ehud Netzer אהוד נצר Ehud Olmert אהוד אולמרט Ehud Ratzabi אהוד רצאבי Ehud Shani אודי שני Ehud Shapiro אהוד שפירא Ehud Tenenbaum אהוד טננבאום Ehud Toledano אהוד טולידאנו Ehud Vaks אודי וקס Ehud Yaari אהוד יערי Ehud Yatom אהוד יתום Eibenschütz אייבשיץ Eichhornia איכהורניה Eichmann אייכמן Eicosanoid איקוסנואיד Eicosapentaenoic acid חומצה איקוסאפנטאנואית Eid al-Adha חג הקורבן Eid al-Fitr עיד אל-פיטר Eider אדרית Eidos Montreal Eidos Montreal Eifel הרי אייפל Eiffel אייפל Eiffel 65 אייפל 65 Eiffel Tower מגדל אייפל Eifo HaYeled איפה הילד? Eigenvalues and eigenvectors ערך עצמי Eiger אייגר Eigg אג Eight Below שמונה מתחת לאפס Eight Elvises שמונה אלביסים Eight per thousand שמונה לאלף Eight queens puzzle חידת שמונה המלכות Eight-hour day יום עבודה בן 8 שעות Eight-thousander פסגות 8,000 המטרים Eight-thousanders קטגוריה:פסגות 8,000 המטרים Eighteenth Amendment to the United States Constitution התיקון ה-18 לחוקת ארצות הברית Eighteenth government of Israel ממשלת ישראל השמונה עשרה Eighth Air Force חיל האוויר השמיני של ארצות הברית Eighth Amendment to the United States Constitution התיקון השמיני לחוקת ארצות הברית Eighth Army הארמייה השמינית Eighth Avenue השדרה השמינית Eighth Avenue קטגוריה:השדרה השמינית Eighth Battle of the Isonzo הקרב השמיני על האיזונצו Eighth Crusade מסע הצלב השמיני Eighth Siege of Gibraltar המצור השמיני על גיברלטר Eighth United States Army הארמייה השמינית של ארצות הברית Eighth Wonder of the World הפלא השמיני של העולם Eighth generation game consoles תבנית:קונסולות המשחקים של הדור השמיני Eighth government of Israel ממשלת ישראל השמינית Eighty Years' War המרד ההולנדי Eiichiro Oda אייצ'ירו אודה Eiji Kawashima אייג'י קוואשימה Eiji Tsuburaya צובוראיה אייג'י Eikan-dō Zenrin-ji אייקן-דו זנרין-ג'י Eike Immel אייקה אימל Eikev פרשת עקב Eiksund Tunnel מנהרת אייקסונד Eila Pennanen אילה פננן Eilabun עיילבון Eilat אילת Eilat קטגוריה:אילת Eilat Airport נמל התעופה אילת Eilat Ashkelon Pipeline Company חברת קו צינור אילת אשקלון Eilat Light מגדלור אילת Eilat Mazar אילת מזר Eilat Mountains הרי אילת Eilat Sports Center אולם ספורט צאלים אילת Eilat bakery bombing פיגוע ההתאבדות באילת Eilat stone אבן אילת Eilat's Coral Beach חוף האלמוגים Eilean Donan טירת איילין דונן Eileen Atkins איילין אטקינס Eileen Brennan איילין ברנן Eileen Ford איילין פורד Eileen Heckart איילין הקרט Eileithyia איליתיה Eilon אילון Eilona Ariel אילונה אריאל Eilot אילות Eilís Dillon אליס דילון Ein 'Arik עין עריכ Ein 'Arik checkpoint attack הפיגוע במחסום עין עריכ Ein Avdat עין עבדת Ein Ayala עין אילה Ein Beit al-Ma' עין בית אל-מא Ein Bokek עין בוקק Ein Carmel עין כרמל Ein Dor עין דור Ein Feshkha עינות צוקים Ein Ganim עין גנים Ein Gedi עין גדי Ein Gedi Mineral Water עין גדי מים מינרליים Ein Gedi race מרוץ עין גדי Ein Gev עין גב Ein HaBesor עין הבשור Ein HaEmek עין העמק Ein HaHoresh עין החורש Ein HaMifratz עין המפרץ Ein HaNatziv עין הנצי"ב Ein HaShlosha עין השלושה Ein HaShofet עין השופט Ein Harod עין חרוד Ein Harod עין חרוד איחוד Ein Harod עין חרוד מאוחד Ein Hatzeva עין חצבה Ein Hawd עין חוד Ein Hemed עין חמד Ein Hod עין הוד Ein Hoga עין חוגה Ein Iron עין עירון Ein Karem עין כרם Ein Kerem Agricultural School בית הספר הקהילתי סביבתי עין כרם Ein Lavan עין לבן Ein Mahil עין מאהל Ein Naqquba עין נקובא Ein Netafim עין נטפים Ein Qiniyye עין קנייא Ein Rafa עין ראפה Ein Sarid עין שריד Ein Shemer עין שמר Ein Shemer Airfield מנחת עין שמר Ein Siniya עין סיניא Ein Sof אינסוף Ein Tamar עין תמר Ein Tzurim עין צורים Ein Vered עין ורד Ein Ya'akov עין יעקב Ein Yaakov עין יעקב Ein Yabrud עין יברוד Ein Yahav עין יהב Ein Yahav Airfield מנחת ספיר Ein Zeitim עין זיתים Ein Zivan עין זיוון Ein al-Asad עין אל-אסד Ein al-Zeitun עין זיתון Ein as-Sahla עין אל-סהלה Ein el-Jarba עין אל-ג'רבה Einar Liberg איינר ליברג Einat עינת Einat Amir עינת עמיר Einat Arif-Galanti עינת עריף-גלנטי Einat Wilf עינת וילף Einav ענב Einav Galili עינב גלילי Eindhoven איינדהובן Eindhoven קטגוריה:איינדהובן Eindhoven Team Time Trial איינדהובן נגד השעון קבוצתי Eine Nacht in Venedig לילה בוונציה Eine kleine Nachtmusik מוזיקת לילה זעירה Einhard איינהרד Einherjer Einherjer Einhorn איינהורן Eini עיני Einiosaurus אייניוזאורוס Eino Leino אינו לינו Einsatzgruppen איינזצגרופן Einsatzgruppen קטגוריה:איינזצגרופן Einsatzgruppen trial משפט האיינזצגרופן Einsiedeln Abbey מנזר איינזידלן Einstein איינשטיין Einstein Tower מגדל איינשטיין Einstein notation הסכם הסכימה של איינשטיין Einstein refrigerator המקרר של איינשטיין Einstein relation יחס איינשטיין Einstein ring טבעת איינשטיין Einstein solid מודל המוצק של איינשטיין Einstein tensor טנזור איינשטיין Einsteinium איינשטייניום Einstein–Szilárd letter מכתב איינשטיין-סילארד Einstürzende Neubauten איינשטירצנדה נויבאוטן Eintracht Braunschweig איינטרכט בראונשווייג Eintracht Braunschweig players קטגוריה:כדורגלני איינטרכט בראונשווייג Eintracht Frankfurt איינטרכט פרנקפורט Eintracht Frankfurt managers קטגוריה:מאמני איינטרכט פרנקפורט Eintracht Frankfurt players קטגוריה:כדורגלני איינטרכט פרנקפורט Eirene אירנה Eirenis modestus שלוון קולר Eiron איירון Eisaku Satō אייסאקו סטו Eisblume אייסבלומה Eisen אייזן Eisenach אייזנך Eisenberg אייזנברג Eisenhower Doctrine דוקטרינת אייזנהאואר Eisenhower administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל דווייט אייזנהאואר Eisenia fetida איסניה פטידה Eisenmann אייזנמן Eisenstadt אייזנשטדט Eisenstadt אייזנשטט Eisenstein אייזנשטיין Eisenstein integer חוג השלמים של אייזנשטיין Eisenstein's criterion קריטריון אייזנשטיין Eisler אייזלר Eisner אייזנר Eisner Award פרס אייזנר Eisriesenwelt אייסריזנוולט Eitan איתן Eitan Aharoni איתן אהרוני Eitan Ben Eliyahu איתן בן-אליהו Eitan Broshi איתן ברושי Eitan Cabel איתן כבל Eitan Haber איתן הבר Eitan Livni איתן לבני Eitan Tchernov איתן צ'רנוב Eitan Tibi איתן טיבי Eitan96 s:User talk:איתן96 Eitanim איתנים Eithan Urbach איתן אורבך Eitheladar משתמש:Eitheladar Either/Or Either/Or Eival Gilady עיבל גלעדי Eivindgh משתמש:Eivindgh Eixample אישמפלה Eiður Guðjohnsen איידור גודיונסן Eišiškės איישישוק Ejaculation קטגוריה:שפיכה Ejaculation שפיכה Ejection fraction מקטע פליטה Ejection seat מושב מפלט Ejective consonant עיצורים מסודקים Ejegayehu Dibaba אג'גייהו דיבאבה Ejnar Hertzsprung איינר הרצשפרונג Ek Hi Bhool רק טעות אחת Eka Tkeshelashvili אקה טקשלאשווילי Ekallatum אכלתום Ekaterina Levina יקטרינה לבינה Ekaterina Petrova Yosifova אקטרינה יוסיפובה Ekati Diamond Mine אקאטי Ekkehard of Aura אקהארד מאאורה Ekrima Sa'id Sabri עכרמה צברי Ekron עקרון Ekron Royal Dedicatory Inscription כתובת עקרון Ekseption אקספשן Ekstraklasa ליגת העל הפולנית El Л El אל El Adon אל אדון על כל המעשים El Al אל על El Al קטגוריה:אל על El Al Flight 1862 אסון ביילמר El Al Flight 253 attack תקיפת מטוס אל על באתונה El Al Flight 402 הפלת מטוס אל על בשמי בולגריה El Al Flight 426 hijacking חטיפת מטוס אל על לאלג'יריה El Al Flight 432 attack תקיפת מטוס אל על בציריך El Alamein אל-עלמיין El Alamein קטגוריה:קרב אל-עלמיין El Arabi Hillel Soudani אל ערבי הילאל סודאני El Arish International Airport נמל התעופה הבינלאומי אל עריש El Calafate אל קלפטה El Capitan אל קפיטן El Capitolio אל קפיטוליו El Celler de Can Roca אל סייר דה קאן רוקה El Cid אל סיד El Clásico הקלאסיקו El Deseo אל דסאו El Diablo אל דיאבלו El Djem אל ג'ם El Dorado אל דוראדו El Dorado אלדורדו El Dorado International Airport נמל התעופה הבינלאומי אל דוראדו El Día Que Me Quieras ביום שאת תרצי בי El Escorial אל אסקוריאל El Ferdan Railway Bridge גשר פירדאן El Fuerte de Samaipata מבצר סמאיפאטה El Gaucho אל גאוצ'ו El Ghriba synagogue בית הכנסת אלגריבה El Gorah בסיס איתם El Gran Carlemany המנון אנדורה El Greco אל גרקו El Hadji Diouf אל חג'י דיוף El Hiba אל-חיבה El Jadida אל-ג'דידה El Leila El Kebira אללילה אלכבירה El Lissitzky אל ליסיצקי El Mariachi אל מריאצ'י El Matan מאחזים#אל מתן El Molinón אצטדיון אל מולינון El Museo del Barrio מוזיאון דל בריו El Niño אל ניניו El Nora Alila אל נורא עלילה El Norra Alila El Norra Alila El Oued אל-ואד El Paraíso Department אל פאראיסו El País אל פאיס El Perú אל פרו El Petén Flores פלורס El Rastro אל רסטרו El Rio del Tiempo אל ריו דל טיימפו El Rom אל-רום El Sadar Stadium אצטדיון ריינו דה נווארה El Salvador אל סלוודור El Salvador קטגוריה:אל סלוודור El Salvador San Miguel סן מיגל El Salvador Santa Ana סנטה אנה El Salvador Sonsonate סונסונטה El Salvador at the Olympics אל סלוודור במשחקים האולימפיים El Salvador at the Paralympics אל סלוודור במשחקים הפאראלימפיים El Salvador national football team נבחרת אל סלוודור בכדורגל El Sayyid Nosair אל סייד נוסייר El Serrat אל סראט El Tajín אל טחין El male rachamim אל מלא רחמים El pueblo unido jamás será vencido El pueblo unido jamás será vencido El'ad אלעד El-Baz אלבז El-Ghad Party מפלגת אל-ע'ד El-Kerak Inscription כתובת מקיר-מואב El-Qantarah el-Sharqiyya קנטרה El-Tor א-טור El1604 User:El1604 ElGamal encryption צופן אל-גמאל ElGamal signature scheme חתימה דיגיטלית אל-גמאל Elad Gabai אלעד גבאי Elad Peled אלעד פלד Eladio Silvestre אלאדיו Eladk משתמש:Eladk Elaeagnaceae יצהרוניים Elaeocarpus ganitrus רודרקשה Elagabalus אלאגבאלוס Elainas/asd פיתגורס Elaine Benes איליין בניס Elaine Brown איליין בראון Elaine Feinstein איליין פיינסטיין Elaine Paige איליין פייג' Elaine Shaffer איליין שאפר Elaine Showalter איליין שוולטר Elaine Thompson אליין תומפסון Elam עילם Elam קטגוריה:עילם Elamite language עילמית Elan Chalon players קטגוריה:כדורסלני אלאן שאלון Elano אלאנו Elaphe כרכן Elapidae פתניים Elapidae קטגוריה:פתניים Elara אלרה Elasmosaurus אלאסמוזאור Elasmotherium אלסמוטריום Elastic bandage תחבושת אלסטית Elastic collision התנגשות אלסטית Elastic moduli תבנית:מודולי האלסטיות Elastic modulus מודול האלסטיות Elasticity אלסטיות Elasticity גמישות Elastin אלסטין Elasto Mania Elasto Mania Elatanatari/Detroit טאיפיי Elazar Abuhatzeira אלעזר אבוחצירא Elazar Granot אלעזר גרנות Elazar Rokeach of Amsterdam אלעזר רוקח Elazar Shach אלעזר מנחם מן שך Elazar Stern אלעזר שטרן Elazar ben Moshe Azikri אלעזר אזכרי Elba אלבה Elbe אלבה Elbert Hubbard אלברט האברד Elbistan אלביסטן Elbit Hermes 450 הרמס 450 Elbit Hermes 900 הרמס 900 Elbit Imaging אלביט הדמיה Elbit Skylark סקיילרק 1 Elbit Systems אלביט מערכות Elbit aircraft קטגוריה:אלביט מערכות: כלי טיס בלתי מאוישים Elbit aircraft תבנית:כלי טיס מתוצרת אלביט מערכות Elbląg אלבלונג Elbow מרפק Elbridge Gerry אלברידג' גרי Elcesaites אלכסאים Elchanan Meir אלחנן מאיר Elche אלש Elche CF אלצ'ה Elche CF footballers קטגוריה:כדורגלני אלצ'ה Elche CF managers קטגוריה:מאמני אלצ'ה Elchonon Wasserman אלחנן וסרמן Eld's deer אייל אלדי Eldad אלדד Eldad משתמש:Eldad Eldad Ginossar אלדד גינוסר Eldad and Medad אלדד ומידד Eldad ha-Dani אלדד הדני Eldar אלדר Eldar Ryazanov אלדר ריאזנוב Eldar Shafir אלדר שפיר Elder abuse התעללות בקשישים Elder law משפט וזקנה Eldest הבן הבכור Eldridge Street Synagogue בית הכנסת ברחוב אלדרידג' בניו יורק Eleanor אלינור Eleanor Farjeon אלינור פרג'ן Eleanor Garatti אלינור גרטי Eleanor Holm אלינור הולם Eleanor Marx אלינור מרקס Eleanor Mlotek חנה מלוטק Eleanor Parker אלינור פארקר Eleanor Porter אלינור הודג'מן פורטר Eleanor Rigby אלינור ריגבי Eleanor Roosevelt אלינור רוזוולט Eleanor Steber אלינור סטבר Eleanor Tomlinson אלינור טומלינסון Eleanor cross צלבי אלינור Eleanor of Aquitaine דוכסית אקוויטניה אלינור Eleatics האסכולה האלאטית Eleazar אלעזר Eleazar אלעזר הזקן Eleazar אלעזר הכהן Eleazar Avaran אלעזר המכבי Eleazar Chisma רבי אלעזר חסמא Eleazar Davidman אלעזר דודמן Eleazar Simeon רבי אלעזר ברבי שמעון Eleazar Sukenik אלעזר ליפא סוקניק Eleazar ben Arach רבי אלעזר בן ערך Eleazar ben Azariah רבי אלעזר בן עזריה Eleazar ben Hanania אלעזר בן חנניה Eleazar ben Judah of Bartota רבי אלעזר בן יהודה איש ברתותא Eleazar ben Killir אלעזר בירבי קליר Eleazar ben Pedat רבי אלעזר בן פדת Eleazar ben Perata I רבי אלעזר בן פרטא Eleazar ben Shammua רבי אלעזר בן שמוע Eleazar ben Simon אלעזר בן שמעון Eleazar de Carvalho אלעזר דה קארווליו Eleazar ha-Kappar רבי אלעזר הקפר Eleazar of Modi'im רבי אלעזר המודעי Eleazar of Worms אלעזר מוורמייזא Election בחירות Election Day יום הבחירות בארצות הברית Election campaigning קטגוריה:תעמולת בחירות Election threshold אחוז החסימה Elections קטגוריה:בחירות Elections by country קטגוריה:מערכות בחירות Elections for the Board of Trustees of the Wikimedia Foundation ויקיפדיה:בחירות לחבר הנאמנים של קרן ויקימדיה Elections in Israel הבחירות לכנסת Elections in Israel קטגוריה:הבחירות בישראל Elections in Japan בחירות כלליות ביפן Elections in Japan קטגוריה:בחירות ביפן Elections in Russia קטגוריה:הבחירות ברוסיה Elections in the United States קטגוריה:הבחירות בארצות הברית Elective monarchy מונרכיה נבחרת Elective surgery ניתוח אלקטיבי Elector אלקטור Elector of Brandenburg Frederick William הנסיך הבוחר מברנדנבורג פרידריך וילהלם Elector of Brandenburg George William הנסיך הבוחר מברנדנבורג גאורג וילהלם Elector of Brandenburg Joachim II Hector הנסיך הבוחר מברנדנבורג יואכים השני Elector of Brunswick-Lüneburg Ernest Augustus דוכס בראונשווייג-לינבורג ארנסט אוגוסט Elector of Hesse Frederick William הנסיך הבוחר מהסן פרידריך וילהלם Elector of Hesse William I הנסיך הבוחר מהסן וילהלם הראשון Elector of Hesse William II הנסיך הבוחר מהסן וילהלם השני Elector of Saxony Augustus הנסיך הבוחר מסקסוניה אוגוסט הראשון Elector of Saxony Frederick Christian הנסיך הבוחר מסקסוניה פרידריך כריסטיאן Elector of Saxony Frederick III הנסיך הבוחר מסקסוניה פרידריך השלישי Elector of Saxony John Frederick I יוהאן פרידריך מסקסוניה Electoral College חבר האלקטורים Electoral alliance קואליציית בחירות Electoral district מחוז בחירה Electorate of Brunswick-Lüneburg נסיכות הבוחר מהנובר Electorate of Cologne נסיכות הבוחר מקלן Electorate of Hesse נסיכות הבוחר מהסן Electorate of Mainz נסיכות הבוחר ממיינץ Electorate of Saxony נסיכות הבוחר מסקסוניה Electorate of Trier נסיכות הבוחר מטריר Electorate of Württemberg נסיכות הבוחר מוירטמברג Electra אלקטרה Electra Tower מגדל אלקטרה Electra complex תסביך אלקטרה Electric Light Orchestra Electric Light Orchestra Electric Wizard Electric Wizard Electric arc קשת חשמלית Electric bicycle אופניים חשמליים Electric blanket סדין חשמלי Electric chair כיסא חשמלי Electric charge מטען חשמלי Electric current זרם חשמלי Electric eel צלופח חשמלי Electric field שדה חשמלי Electric fish דג חשמל Electric generator גנרטור חשמלי Electric guitar גיטרה חשמלית Electric light נורה חשמלית Electric motor מנוע חשמלי Electric motorcycles and scooters אופנוע חשמלי Electric potential פוטנציאל חשמלי Electric potential energy אנרגיה פוטנציאלית חשמלית Electric power הספק חשמלי Electric power קטגוריה:ייצור חשמל Electric power blackouts קטגוריה:הפסקות חשמל Electric power companies קטגוריה:חברות חשמל Electric power distribution קטגוריה:רכיבים בלוחות חשמל Electric power in Israel קטגוריה:ייצור חשמל בישראל Electric power in the United States קטגוריה:ייצור חשמל בארצות הברית Electric power infrastructure קטגוריה:אספקת חשמל Electric ray חשמלנאים Electric shock התחשמלות Electric stove כירה חשמלית Electric susceptibility סוספטיביליות חשמלית Electrical ballast משנק Electrical breakdown פריצה חשמלית Electrical components קטגוריה:רכיבים אלקטרוניים Electrical conduction system of the heart מערכת ההפעלה וההולכה החשמלית של הלב Electrical connectors קטגוריה:מחברים חשמליים Electrical engineering הנדסת חשמל Electrical engineering קטגוריה:הנדסת חשמל Electrical engineers קטגוריה:מהנדסי חשמל Electrical filament חוט להט Electrical grid רשת חשמל Electrical impedance עכבה חשמלית Electrical junction צומת חשמלי Electrical load עומס חשמלי Electrical network מעגל חשמלי Electrical parameters קטגוריה:מאפיינים של מעגלים חשמליים Electrical power conversion קטגוריה:ממירי מתח וזרם Electrical resistance and conductance מוליכות חשמלית Electrical resonance מעגל תהודה חשמלי Electrical substation תחנת משנה Electrical tape סרט בידוד Electrical wiring interconnection system חיווט תעופתי Electrician חשמלאי Electricity חשמל Electricity קטגוריה:חשמל Electricity Authority רשות החשמל Electricity generation ייצור חשמל Electricity on Shabbat חשמל בשבת Electro אלקטרו Electro-optic effect האפקט האלקטרואופטי Electro-osmosis אלקטרו-אוסמוזה Electroacoustic music אלקטרואקוסטיקה Electrocardiography אלקטרוקרדיוגרם Electrochemical cell תא אלקטרוכימי Electrochemistry אלקטרוכימיה Electrochemistry קטגוריה:אלקטרוכימיה Electrochromism אלקטרוכרומיזם Electroconvulsive therapy נזעי חשמל Electrode אלקטרודה Electroencephalography אלקטרואנצפלוגרם Electrogalvanization גלוון Electrology אפילציה Electrolysis אלקטרוליזה Electrolyte אלקטרוליט Electrolytic cell תא אלקטרוליטי Electromagnet אלקטרומגנט Electromagnetic field שדה אלקטרומגנטי Electromagnetic hypersensitivity רגישות לקרינה Electromagnetic induction השראה אלקטרומגנטית Electromagnetic pulse פעימה אלקטרומגנטית Electromagnetic radiation קטגוריה:קרינה אלקטרומגנטית Electromagnetic radiation קרינה אלקטרומגנטית Electromagnetic spectrum הספקטרום האלקטרומגנטי Electromagnetic tensor טנזור השדה האלקטרומגנטי Electromagnetic wave equation משוואת הגל האלקטרומגנטי Electromagnetism אלקטרומגנטיות Electromagnetism קטגוריה:אלקטרומגנטיות Electromotive force כוח אלקטרו מניע Electron אלקטרון Electron affinity זיקה אלקטרונית Electron capture לכידת אלקטרון Electron configuration מבנה אלקטרוני Electron cyclotron resonance אלקטרון ציקלוטרון רזוננס Electron density צפיפות אלקטרון Electron gun תותח אלקטרונים Electron hole חור Electron microscope מיקרוסקופ אלקטרונים Electron mobility ניידות חשמלית Electron paramagnetic resonance תהודה מגנטית אלקטרונית Electron rest mass מסת מנוחה של אלקטרון Electron shell קליפת אלקטרונים Electron states קטגוריה:תורת האלקטרונים Electron9/sandbox סוללת ניקל מתכת-הידריד Electronegativity אלקטרושליליות Electronic Arts Electronic Arts Electronic Arts קטגוריה:Electronic Arts Electronic Arts תבנית:Electronic Arts Electronic Data Systems Electronic Data Systems Electronic Entertainment Expo E3 Electronic Frontier Foundation קרן החזית האלקטרונית Electronic Industries Alliance Electronic Industries Alliance Electronic band structure מבנה פסים Electronic body music EBM Electronic business אי-ביזנס Electronic cigarette סיגריה אלקטרונית Electronic circuits קטגוריה:מעגלים חשמליים Electronic component רכיב אלקטרוני Electronic data interchange EDI Electronic data processing עיבוד נתונים ממוחשב Electronic delay storage automatic calculator EDSAC Electronic drum תופים אלקטרוניים Electronic filter מסנן Electronic funds transfer העברת כספים אלקטרונית Electronic keyboard מקלדת אלקטרונית Electronic mailing list דיוור אלקטרוני Electronic music מוזיקה אלקטרונית Electronic music קטגוריה:מוזיקה אלקטרונית Electronic musical instrument כלי נגינה אלקטרוניים Electronic musical instruments קטגוריה:כלי נגינה אלקטרוניים Electronic musicians קטגוריה:אמני מוזיקה אלקטרונית Electronic nose אף מלאכותי Electronic organ אורגן חשמלי Electronic oscillator מתנד Electronic paper תצוגה אלקטרופורטית Electronic paper technology קטגוריה:ספר אלקטרוני Electronic program guide לוח שידורים אלקטרוני Electronic songs קטגוריה:שירי מוזיקה אלקטרונית Electronic stability control בקרת יציבות Electronic test equipment מכשירי מדידה חשמליים Electronic test equipment קטגוריה:מכשירי מדידה חשמליים Electronic ticket כרטיס טיסה אלקטרוני Electronic voting הצבעה ממוחשבת Electronic warfare לוחמה אלקטרונית Electronic warfare קטגוריה:לוחמה אלקטרונית Electronic waste פסולת אלקטרונית Electronics אלקטרוניקה Electronics קטגוריה:אלקטרוניקה Electronics companies קטגוריה:חברות אלקטרוניקה Electronics companies of Israel קטגוריה:תעשיית אלקטרוניקה בישראל Electronvolt אלקטרון וולט Electrophile אלקטרופיל Electrophoresis אלקטרופורזה Electrophoretic mobility shift assay EMSA Electrophysiology אלקטרופיזיולוגיה Electrophysiology קטגוריה:אלקטרופיזיולוגיה Electropop songs קטגוריה:שירי אלקטרופופ Electroporation אלקטרופורציה Electroreception אלקטרורצפטור Electroscope אלקטרוסקופ Electroshock weapon שוקר חשמלי Electrospinning טוויה אלקטרונית Electrostatic coating ציפוי אלקטרוסטטי Electrostatic induction השראה אלקטרוסטטית Electrostatic precipitator משקע אלקטרוסטטי Electrostatics אלקטרוסטטיקה Electroweak interaction הכוח האלקטרו-חלש Electrum אלקטרום Elefant אלפנט Eleftherios Venizelos אלפתריוס וניזלוס Elegant crested tinamou טינמו מצויץ עדין Elegant quail שליו מהודר Elegant tern שחפית הדורה Elegy אלגיה Elei Sinai אלי סיני Elektra אלקטרה Elektra Records אלקטרה רקורדס Elektrėnai Municipality אלקטריני Eleland/Sandbox אונר"א Elem Klimov אלם קלימוב Element איבר Element אלמנט Elemental אלמנטלים Elementary אלמנטרי Elementary OS Elementary OS Elementary algebra אלגברה בסיסית Elementary algebra קטגוריה:אלגברה בסיסית Elementary arithmetic ארבע פעולות החשבון Elementary function פונקציה אלמנטרית Elementary particle חלקיק יסודי Elementary reaction תגובה אלמנטרית Elements of crime קטגוריה:דיני עונשין Elements of the Philosophy of Right קווי יסוד לפילוסופיה של המשפט Elena אלנה Elena ילנה Elena Akselrod אלנה אקסלרוד Elena Bashkirova אלנה בשקירובה Elena Belova ילנה בלובה Elena Ceaușescu אלנה צ'אושסקו Elena Cornaro Piscopia אלנה קורנרו פיסקופיה Elena Delle Donne אלנה דלה דון Elena Dementieva ילנה דמנטייבה Elena Ferrante אלנה פרנטה Elena Kagan אלנה קגן Elena Lashmanova ילנה לשמנובה Elena Moșuc אלנה מושוק Elena Obraztsova ילנה אוברזצובה Elena Paparizou הלנה פפאריזו Elena Ralph ילנה ראלף Elena Roger אלנה רוג'ר Elena Văcărescu אלנה וקרסקו Elena Yakovleva ילנה יאקובלבה Elena of Montenegro הנסיכה אלנה ממונטנגרו Eleni Karaindrou אלני קאראינדרו Eleni of Ethiopia קיסרית אתיופיה הלני Eleonora Duse אליאונורה דוזה Eleonora's falcon בז חופים Eleonore Reuss of Köstritz מלכת בולגריה אלאונורה מרויס-קוסטריץ Elephant אלפנט Elephant Island אי הפיל Elephant bird אפיאורניים Elephant seal פיל ים Elephant shrew חדפי פיל Elephant shrews קטגוריה:חדפי פיל Elephantidae פיליים Elephantine יב Elephantine papyri מכתבי יב Elephants קטגוריה:פילים Elephantulus ארכף Elettaria cardamomum הל Eleuterio Sánchez אלאוטריו סאנצ'ס Eleutherodactylidae אלאוטרודקטיים Eleutheropolis בית גוברין Elevation קו גובה Elevator הגה גובה Elevator מעלית Elevator music מוזיקת מעליות Elevator pitch נאום מעלית Eleven אילבן Elevenses ארוחת עשר Eleventh Amendment to the United States Constitution התיקון ה-11 לחוקת ארצות הברית Eleventh Army הארמייה ה-11 Eleventh Battle of the Isonzo הקרב האחד עשר על האיזונצו Eleventh government of Israel ממשלת ישראל האחת עשרה Elf אלף Elf בני לילית Elf owl ינשוף שדוני Elfdalian אלוודאלית Elfen Lied שירת האלף Elfman אלפמן Elfman family קטגוריה:משפחת אלפמן Elfrid Payton אלפריד פייטון Elfriede Jelinek אלפרידה ילינק Elfstedentocht מסע 11 הערים Elgamal אל-גמאל Elgin Baylor אלג'ין ביילור Elgin Marbles שיש אלגין Elham Manea אלהאם מאנע Elhanan Glazer אלחנן גלזר Elhanan Helpman אלחנן הלפמן Elhanan Tannenbaum אלחנן טננבוים Elhanan son of Jair אלחנן בן יערי Elharar אלהרר Elhovo אלחובו Eli אלי Eli עלי הכהן Eli Abarbanel אלי אברבנל Eli Aflalo אלי אפללו Eli Alaluf אלי אלאלוף Eli Amir אלי עמיר Eli Avidar אלי אבידר Eli Babayev אלי בבייב Eli Barkai אלי ברקאי Eli Ben Rimoz אלי בן רימוז' Eli Ben-Dahan אלי בן דהן Eli Ben-Menachem אלי בן מנחם Eli Biham אלי ביהם Eli Broad אלי ברוד Eli Cohen אלי כהן Eli Danker אלי דנקר Eli Dasa אלי דסה Eli Dayan אלי דיין Eli Degibri אלי דג'יברי Eli Driks אלי דריקס Eli Elezra אלי אלעזרא Eli Eshed אלי אשד Eli Finish אלי פיניש Eli Fuchs אלי פוקס Eli Gerstner אלי גרסטנר Eli Geva אלי גבע Eli Goldschmidt אלי גולדשמידט Eli Guttman אלי גוטמן Eli Hurvitz אלי הורביץ Eli Ilan אלי אילן Eli Izhakoff אלי איזקוב Eli Kaneti אלי קנטי Eli Lancman אלי לנצמן Eli Mahpud אלי מחפוד Eli Manning איליי מאנינג Eli Maor אלי מאור Eli Marom אלי מרום Eli Mohar עלי מוהר Eli Noam אלי נועם Eli Ohana אלי אוחנה Eli Pariser אלי פאריסר Eli Putievsky אלי פוטיבסקי Eli Roth אלי רות' Eli Salzberger עלי זלצברגר Eli Schwartz אלי שוורץ Eli Shamir אלי שמיר Eli Somer אלי זומר Eli Suissa אליהו סויסה Eli Wallach אלי וולך Eli Whitney איליי ויטני Eli Yatzpan אלי יצפאן Eli Yishai אלי ישי Eli Zeira אלי זעירא Elia Dalla Costa אליה דלה קוסטה Elia Kazan איליה קאזאן Elia Levita אליהו בחור Elia Suleiman אליה סולימאן Elia del Medigo אליהו דלמדיגו Eliab אליאב בן ישי Eliad Bar אליעד בר Eliahu Eilat אליהו אילת Eliahu Gat אליהו גת Eliahu Inbal אליהו ענבל Eliakim אליקים Eliakim אליקים בן חלקיהו Eliakim Carmoly אליקים כרמולי Eliakim ben Meshullam אליקים בן משולם Eliakum Zunser אליקום צונזר Eliaquim Mangala אליקים מנגאלה Elias Canetti אליאס קנטי Elias Chacour אליאס שקור Elias Freij אליאס פריג' Elias Howe אליאס האו Elias Hrawi אליאס הראווי Elias Joseph Bickerman אליהו ביקרמן Elias Katz אליאס כץ Elias Khoury אליאס ח'ורי Elias Koteas אליאס קוטיז Elias Lönnrot אליאס לנרוט Elias Murr אליאס אלמר Elias Nakhleh אליאס נח'לה Elias Sarkis אליאס סרכיס Elias Savada אליאס סבאדה Elias Schwarzfeld אליאס שוורצפלד Elias Tcherikower אליהו צ'ריקובר Eliashib אלישיב בן יהויקים Eliava אליאבה Elie Hobeika אלי חובייקה Elie Kedourie אלי כדורי Elie Saab אלי סעב Elie Wiesel אלי ויזל Eliel Saarinen's Tribune Tower design הצעתו של אליאל סארינן למגדל טריביון Eliette Abécassis אלייט אבקסיס Eliezer אליעזר Eliezer Avtabi אליעזר אבטבי Eliezer Ben-Yehuda אליעזר בן-יהודה Eliezer Berkovits אליעזר ברקוביץ Eliezer Berland אליעזר ברלנד Eliezer Cohen אליעזר כהן Eliezer Goldberg אליעזר גולדברג Eliezer Gordon אליעזר גורדון Eliezer Halfin אליעזר חלפין Eliezer Igra אליעזר איגרא Eliezer Jaffe אליעזר דוד יפה Eliezer Kalina אליעזר קלינה Eliezer Kaplan אליעזר קפלן Eliezer Kulas אליעזר קולס Eliezer Livneh אליעזר ליבנה Eliezer Melamed אליעזר מלמד Eliezer Mizrahi אליעזר מזרחי Eliezer Moses מנחם אליעזר מוזס Eliezer Palchinsky אליעזר פלצינסקי Eliezer Papo אליעזר פאפו Eliezer Peri אליעזר פרי Eliezer Preminger אליעזר פרמינגר Eliezer Rivlin אליעזר ריבלין Eliezer Ronen אליעזר רונן Eliezer Samson Rosenthal אליעזר שמשון רוזנטל Eliezer Sandberg אליעזר זנדברג Eliezer Schweid אליעזר שביד Eliezer Shkedi אליעזר שקדי Eliezer Shlomo Schick אליעזר שלמה שיק Eliezer Shostak אליעזר שוסטק Eliezer Silver אליעזר סילבר Eliezer Smoli אליעזר שמאלי Eliezer Steinbarg אליעזר שטיינברג Eliezer Steinman אליעזר שטיינמן Eliezer Waldenberg אליעזר יהודה וולדנברג Eliezer Waldman אליעזר ולדמן Eliezer Weishoff אליעזר ויסהוף Eliezer Yehuda Finkel אליעזר יהודה פינקל Eliezer Zusia Portugal אליעזר זוסיא פורטוגל Eliezer ben Elijah Ashkenazi אליעזר אשכנזי Eliezer ben Hurcanus רבי אליעזר בן הורקנוס Eliezer ben Isaac ha-Gadol אליעזר הגדול בן יצחק Eliezer ben Jacob I רבי אליעזר בן יעקב Eliezer ben Jacob II רבי אליעזר בן יעקב Eliezer ben Joel HaLevi אליעזר בן יואל Eliezer ben Jose רבי אליעזר בן רבי יוסי הגלילי Eliezer ben Nathan אליעזר בן נתן Eliezer ben Samuel אליעזר ממיץ Eliezer ben Samuel of Verona אליעזר בן שמואל Elif Şafak אליף שאפאק Elifelet אליפלט Elihu אליהוא בן ברכאל Elihu Ben-Onn אליהוא בן-און Elihu Katz אליהוא כ"ץ Elihu Root אליהוא רוט Elihu Washburne אליהוא וושבורן Elihu Yale אליהו ייל Elijah אליהו Elijah קטגוריה:אליהו הנביא Elijah Ba'al Shem of Chelm אליהו בעל שם מחלם Elijah Bashyazi אליהו בשייצי Elijah Benamozegh אליהו בן-אמוזג Elijah Loans אליהו לואנץ Elijah Millsap אלייז'ה מילסאפ Elijah Mizrachi אליהו מזרחי Elijah Muhammad אלייז'ה מוחמד Elijah Spira אליהו שפירא Elijah Williams אלייז'ה ויליאמס Elijah Wood אלייג'ה ווד Elijah of Ferrara אליהו מפרארה Elim אילם Elim Garak אילם גארק Elimelech Szapira אלימלך שפירא Elimelech of Lizhensk אלימלך מליז'נסק Elimelekh Rimalt אלימלך-שמעון רימלט Elimination אלימינציה Elimination communication גידול תינוקות בלי חיתולים Elimination reaction אלימינציה Elin Topuzakov אלין טופוזאקוב Elina Danielian אלינה דניאליאן Elinor Ostrom אלינור אוסטרום Elio Di Rupo אליו די רופו Elio Toaff אליהו טואף Eliomys נמנמן הסלעים Elior Seiderre אליאור סיידר Eliot Engel אליוט אנגל Eliot Horowitz אליוט הורוביץ Eliot Ness אליוט נס Eliot Spitzer אליוט ספיצר Eliphas Levi אליפז לוי Eliphaz אליפז בן עשו Eliran Atar אלירן עטר Eliran Avni אלירן אבני Eliran Danin אלירן דנין Eliran Elkayam אלירן אלקיים Eliran Levi משתמש:אלירן Eliran Levi/radio jerusalem רדיו ירושלים Eliran Saimon אלירן סיימון Elis אליס Elis Bakaj אליס בקאי Elis Regina אליס רז'ינה Elisa Gabbai עליזה גבאי Elisabeta Lipă אליסבטה ליפה Elisabeth Abegg אליזבת אבג Elisabeth Bergner אליזבת ברגנר Elisabeth Bridge גשר אליזבת Elisabeth Eidenbenz אליזבת איידנבנץ Elisabeth Haich אליזבת הייך Elisabeth Kübler-Ross אליזבת קובלר-רוס Elisabeth Leidinge אליזבת ליידיניה Elisabeth Ludovika of Bavaria נסיכת בוואריה אליזבת לודוויקה Elisabeth Lutyens אליזבת לוטיינס Elisabeth Moss אליזבת מוס Elisabeth Noelle-Neumann אליזבט נואלה-נוימן Elisabeth Röhm אליזבת רוהם Elisabeth Schwarzkopf אליזבת שוורצקופף Elisabeth Shue אליזבת שו Elisabeth of Bavaria אליזבת מבוואריה Elisabeth of Romania נסיכת רומניה אליסאבטה Elisabeth of Valois נסיכת צרפת אליזבת דה ולואה Elisabeth of Wied מלכת רומניה אליסאבטה Elisabeth von Gutmann אליזבת פון גוטמן Elisabetta Sirani אליזבטה סיראני Elisabetta Vignotto אליזבטה ויניוטו Elisaveta Bagriana אליסבטה בגריאנה Elise Brezis אליס ברזיס Elise Stefanik אליס סטפניק Elisha אלישע Elisha Abas אלישע אבס Elisha Banai אלישע בנאי Elisha Cuthbert אלישה קאת'ברט Elisha Levy אלישע לוי Elisha Netanyahu אלישע נתניהו Elisha Porat אלישע פורת Elisha Qimron אלישע קימרון Elisha ben Abuyah אלישע בן אבויה Elishay Kadir אלישי כדיר Elisheba אלישבע בת עמינדב Elisheva Cohen אלישבע כהן Eliso Virsaladze אליסו וירסלדזה Elisra אלישרא Elista אליסטה Elite אליטה Elite עלית Elite Model Look מראה השנה של עלית Elite Model Management סוכנות הדוגמנות עלית Elite Squad יחידת עילית Elite Tower מגדל עלית Elite compact משתמש:Elite compact Elitism אליטיזם Elitzur Givat Shmuel מועדון כדורסל גני תקווה Elitzur Kiryat Ata עירוני קריית אתא Elitzur Maccabi Netanya B.C. players קטגוריה:כדורסלני אליצור מכבי נתניה Elitzur Ramla אליצור רמלה Elitzur Ramla B.C. אליצור רמלה Elitzur Yavne B.C. אליצור יבנה Elitzur Yavne B.C. players קטגוריה:כדורסלני אליצור יבנה Elitzur–Vaidman bomb tester ניסוי אליצור-ויידמן Elixir אליקסיר Eliyahu Baal Shem אליהו בעל שם Eliyahu Bakshi-Doron אליהו בקשי דורון Eliyahu Ben Haim אליהו בן חיים Eliyahu Ben-Elissar אליהו בן-אלישר Eliyahu Berligne אליהו ברלין Eliyahu Bet-Zuri אליהו בית צורי Eliyahu Boruch Finkel אליהו ברוך פינקל Eliyahu David Rabinowitz-Teomim אליהו דוד רבינוביץ' תאומים Eliyahu Dobkin אליהו דובקין Eliyahu Eliashar אליהו אלישר Eliyahu Eliezer Dessler אליהו אליעזר דסלר Eliyahu Gabai אליהו גבאי Eliyahu Goldratt אליהו גולדרט Eliyahu Golomb אליהו גולומב Eliyahu Hacarmeli אליהו הכרמלי Eliyahu Hakim אליהו חכים Eliyahu Hanavi Synagogue בית הכנסת אליהו הנביא Eliyahu Kitov אליהו כי טוב Eliyahu Koren אליהו קורן Eliyahu Lankin אליהו לנקין Eliyahu Leon Levi אליהו ליאון לוי Eliyahu Mazur אליהו מזור Eliyahu Meridor אליהו מרידור Eliyahu Moshe Panigel אליהו משה פאניז'יל Eliyahu Moyal אליהו מויאל Eliyahu Nawi אליהו נאוי Eliyahu Offer אליהו עופר Eliyahu Rips אליהו ריפס Eliyahu S/Bank Habinleumi הבנק הבינלאומי Eliyahu S/U-bank בנק דיסקונט Eliyahu Sasson אליהו ששון Eliyahu Speiser אליהו שפייזר Eliyahu Winograd אליהו וינוגרד Eliyahu Zini אליהו רחמים זייני Eliyahu de Vidas אליהו די וידאש Eliyahu-Moshe Ganhovsky אליהו-משה גנחובסקי Eliyahueyni ben HaKof אליהועיני בן הקוף Eliza אליזה Eliza Acton אלייזה אקטון Eliza Dushku אלייזה דושקו Eliza Lynch אלייזה לינץ' Eliza McCardle Johnson אלייזה מקרדל ג'ונסון Elizabeth אליזבת Elizabeth אם יוחנן המטביל אלישבע Elizabeth Anscombe ג.א.מ. אנסקום Elizabeth Bacon Custer אליזבת קסטר Elizabeth Banks אליזבת' בנקס Elizabeth Barrett Browning אליזבת בארט בראונינג Elizabeth Bear אליזבת בר Elizabeth Beisel אליזבת בייזל Elizabeth Berkley אליזבת' ברקלי Elizabeth Berrington אליזבת ברינגטון Elizabeth Blackburn אליזבת בלקברן Elizabeth Blackwell אליזבת בלקוול Elizabeth Bowen אליזבת בואן Elizabeth Báthory ארז'בט באטורי Elizabeth Cady Stanton אליזבת קיידי סטנטון Elizabeth Cross צלב אליזבת Elizabeth Debicki אליזבת דביקי Elizabeth Fry אליזבת פריי Elizabeth Garrett Anderson אליזבת גרט אנדרסון Elizabeth Garvie אליזבת גארווי Elizabeth Gaskell אליזבת גאסקל Elizabeth Gillies אליזבת גיליס Elizabeth Green the Stork Woman אליזבת' גרין אשת החסידה Elizabeth Gurley Flynn אליזבת גורלי פלין Elizabeth Hardwick אליזבת הארדוויק Elizabeth Hartman אליזבת הרטמן Elizabeth Hesselblad מרי אליזבת הסלבלאד Elizabeth Holmes אליזבת' הולמס Elizabeth Hurley אליזבת הרלי Elizabeth I of England מלכת אנגליה אליזבת הראשונה Elizabeth II מלכת הממלכה המאוחדת אליזבת השנייה Elizabeth II קטגוריה:אליזבת השנייה Elizabeth II flags קטגוריה:דגלי המלכה אליזבת השנייה Elizabeth Island אליזבת Elizabeth Loftus אליזבת לופטוס Elizabeth McGovern אליזבת' מק'גוברן Elizabeth Mitchell אליזבת מיטשל Elizabeth Monroe אליזבת קורטרייט מונרו Elizabeth Montgomery אליזבת מונטגומרי Elizabeth Neufeld אליזבת ניופלד Elizabeth Olsen אליזבת אולסן Elizabeth Perkins אליזבת פרקינס Elizabeth Reaser אליזבת ריזר Elizabeth Ryan אליזבת ריין Elizabeth Spriggs אליזבת ספריגס Elizabeth Taylor אליזבת טיילור Elizabeth Warren אליזבת וורן Elizabeth of Bosnia אליזבתה מבוסניה Elizabeth of Hungary אליזבת מתורינגיה Elizabeth of Russia קיסרית רוסיה יליזבטה Elizabeth of York אליזבת מיורק Elizabeth von Arnim אליזבת פון ארנים Elizabeth: The Golden Age אליזבת: תור הזהב Elizabethan era העידן האליזבתני Elián González אליאן גונזלס Eljero Elia אלג'רו אלייה Elk אייל קנדי Elk אלק Elka de Levie אלקה דה לוי Elkan אלקן Elkan Nathan Adler אלקן נייתן אדלר Elkana אלקנה Elkanah אלקנה Elkin Soto אלקין סוטו Elkosh אלקוש Ell & Nikki אל וניקי Ella Enchanted אלה המכושפת Ella Enchanted הקסם של אלה Ella Fitzgerald אלה פיצג'רלד Ella Milch-Sheriff אלה מילך-שריף Ella Pamfilova אלה פמפילובה Ella Shohat אלה שוחט Elland Road אלנד רואד Elle Elle Elle Fanning אל פנינג Elle King אל קינג Elle Macpherson אל מקפירסון Ellen אלן Ellen Axson Wilson אלן לואיז וילסון Ellen Barkin אלן בארקין Ellen Burstyn אלן בורסטין Ellen Corby אלן קורבי Ellen DeGeneres אלן דג'נרס Ellen Johnson Sirleaf אלן ג'ונסון-סירליף Ellen Osiier אלן אוסייר Ellen Page אלן פייג' Ellen Pompeo אלן פומפאו Ellen Preis אלן פרייס Ellery User:Ellery Ellery Harding Clark אלרי קלארק Ellery Queen אלרי קווין Ellesmere Island אלסמיר Ellie Goulding אלי גולדינג Ellie Kemper אלי קמפר Elliot Bour אליוט מ' בור Elliot Cowan אליוט קוואן Elliot Dorff אליוט דורף Elliot Eisner אליוט אייזנר Elliot Forbes אליוט פורבס Elliot Minor Elliot Minor Elliot Minor אליוט מינור Elliot's storm petrel יסעורון גלאפגוס Elliott אליוט Elliott 6m אליוט 6 מטר Elliott Abrams אליוט אברמס Elliott Carter אליוט קרטר Elliott Clawson אליוט ג'יי. קלוסון Elliott Gould אליוט גולד Elliott Smith אליוט סמית' Elliott wave principle תאוריית הגלים של אליוט Ellipse אליפסה Ellipsis שלוש נקודות Ellipsoid אליפסואיד Elliptic curve עקום אליפטי Elliptic curve cryptography הצפנה מבוססת עקום אליפטי Elliptic function פונקציה אליפטית Elliptic functions קטגוריה:פונקציות אליפטיות Elliptic integral אינטגרל אליפטי Elliptical galaxy גלקסיה אליפטית Elliptical trainer מכשיר אליפטי Ellis Island אליס איילנד Ellis Kadoorie אליס כדורי Ellis Kolchin אליס קולצ'ין Ellis Minns אליס מינס Ellis Park Stadium אצטדיון אליס פארק Ellison אליסון Ello Ello Ellsworth Kelly אלסוורת' קלי Elly Ameling אלי אמלינג Elly Heuss-Knapp אלי הויס-קנאפ Elly Jackson אלי ג'קסון Elly Kadoorie אליעזר כדורי Elly Kenner אלי קנר Elm אולמוס Elmer Berger אלמר ברגר Elmer Fudd אלמר פאד Elmer Gantry אלמר גנטרי Elmer McCollum אלמר מקקולום Elmer Rice אלמר רייס Elmina אלמינה Elmo אלמו Elmore James אלמור ג'יימס Elmore Leonard אלמור לנארד Elmshorn אלמסהורן Eln856/Test Page שינה זעירה Elnur Hüseynov אלנור חוסיינוב Elo rating system מד כושר Eloise Jarvis McGraw אלואיז ג'רוויס מקגרו Elon אילון הזבולוני Elon Lindenstrauss אילון לינדנשטראוס Elon Moreh אלון מורה Elon Musk אילון מאסק Elon Peace Plan היוזמה הישראלית Elongation אלונגציה ElphiBot משתמש:ElphiBot Elpida אלפידה Elric of Melniboné אלריק ממלניבונה Elron Electronic Industries אלרון Elrond אלרונד Elsa Ehrich אלזה אהריך Elsa Lanchester אלזה לנצ'סטר Elsa Morante אלזה מורנטה Elsa Triolet אלזה טריולה Elsad Zverotić אלסד זברוטיץ' Elscint אלסינט Else Berg אלזה ברג Else Lasker-Schüler אלזה לסקר-שילר Else Ury אלזה אורי Elsevier אלסביר Elta אלתא מערכות Elta products קטגוריה:אלתא Elteber אלטבר Eltham Palace ארמון אלת'ם Elton Brand אלטון ברנד Elton Brown אלטון בראון Elton John Elton John Elton John אלטון ג'ון Elul אלול Elul קטגוריה:אלול Eluveitie Eluveitie Elven Star כוכב הרפאים Elvin Hayes אלווין הייז Elvin Jones אלווין ג'ונס Elvin Stakman אלווין סטקמן Elvir Rahimić אלביר רהימיץ' Elvira Khasyanova אלבירה חסיאנובה Elvira Lindo אלווירה לינדו Elvira Popescu אלווירה פופסקו Elvis Costello אלביס קוסטלו Elvis Perkins אלביס פרקינס Elvis Presley אלביס פרסלי Elvis Presley קטגוריה:אלביס פרסלי Elvis Presley songs קטגוריה:שירי אלביס פרסלי Elwood Mead אלווד מיד Elwyn Berlekamp אלווין ראלף ברלקמפ Ely Karmon אלי כרמון Ely1 משתמש:Ely1 Elya Svei אליהו שווי Elyah Lopian אליהו לופיאן Elyakhin אליכין Elyakim Badian אליקים-גוסטב בדיאן Elyakim Haetzni אליקים העצני Elyakim Rubinstein אליקים רובינשטיין Elyakum Ostashinski אליקום אוסטשינסקי Elyakum Shapirra אליקום שפירא Elyaniv Barda אליניב ברדה Elyashiv אלישיב Elyesa Bazna פרשת ציצרו Elysium אליסיום Elysium שדות אליסיום Elytrigia גלדן Elytron כנפי חפיה Elías Figueroa אליאס פיגרואה Em dash תבנית:קו מפריד Em with tail Ӎ Emacs Emacs Emad עימאד Emad Akel עימאד עקל Emahearn25/sandbox בדרכים Emahoy Tsegué-Maryam Guèbrou אמהוי צגה-מרים גברו Email דואר אלקטרוני Email קטגוריה:דואר אלקטרוני Email fraud העוקץ הניגרי Email injection הזרקת דואר אלקטרוני Email spam דואר זבל אלקטרוני Email4mobile משתמש:Email4mobile Eman משתמש: Eman Emancipation אמנציפציה Emancipation Proclamation הצהרת האמנציפציה Emancipation reform of 1861 רפורמת 1861 Emanuel עמנואל Emanuel Amiran-Pougatchov עמנואל עמירן Emanuel Ax עמנואל אקס Emanuel Feuermann עמנואל פוירמן Emanuel Goldberg עמנואל גולדברג Emanuel Hatzofe עמנואל הצופה Emanuel Hurwitz עמנואל הורביץ Emanuel Lasker עמנואל לסקר Emanuel Leutze עמנואל לויצה Emanuel Mendel עמנואל מנדל Emanuel Pastreich עמנואל פסטרייך Emanuel Rackman עמנואל רקמן Emanuel Ringelblum עמנואל רינגלבלום Emanuel Sakel עמנואל סקל Emanuel Schiffers עמנואל שיפרס Emanuel Schikaneder עמנואל שיקאנדר Emanuel Tov עמנואל טוב Emanuel Zisman עמנואל זיסמן Emanuele Calaiò אמנואלה קלאיו Emanuele Luzzati עמנואל לוצאטי Emanuele d'Astorga אמנואלה ד'אסטורגה Emar אמר Emas National Park הפארק הלאומי אמאס EmausBot משתמש:EmausBot Embalming חניטה Embargo אמברגו Embarrassment מבוכה Embassy ויקיפדיה:שגרירות Embassy of Israel in Moscow שגרירות ישראל במוסקבה Embedded system מערכת משובצת מחשב Embedding שיכון Emberizidae גיבתוניים Emberizidae קטגוריה:גיבתוניים Embeth Davidtz אמבת' דייוויץ Embezzlement מעילה Emblem and logo of Abkhazia סמל אבחזיה Emblem of Afghanistan סמל אפגניסטן Emblem of Algeria סמל אלג'יריה Emblem of Angola סמל אנגולה Emblem of Bhutan סמל בהוטן Emblem of Brunei סמל ברוניי Emblem of Djibouti סמל ג'יבוטי Emblem of Eritrea סמל אריתריאה Emblem of Ethiopia סמל אתיופיה Emblem of Guatemala סמל גואטמלה Emblem of Guinea-Bissau סמל גינאה ביסאו Emblem of Hong Kong סמל הונג קונג Emblem of Iran סמל איראן Emblem of Israel סמל מדינת ישראל Emblem of Italy סמל איטליה Emblem of Jerusalem סמל העיר ירושלים Emblem of Kazakhstan סמל קזחסטן Emblem of Kuwait סמל כווית Emblem of Kyrgyzstan סמל קירגיזסטן Emblem of Laos סמל לאוס Emblem of Macau סמל מקאו Emblem of Maldives סמל המלדיביים Emblem of Mongolia סמל מונגוליה Emblem of Mozambique סמל מוזמביק Emblem of Nepal סמל נפאל Emblem of North Korea סמל קוריאה הצפונית Emblem of Papua New Guinea סמל פפואה גינאה החדשה Emblem of Qatar סמל קטר Emblem of Saudi Arabia סמל ערב הסעודית Emblem of South Korea סמל קוריאה הדרומית Emblem of Sri Lanka סמל סרי לנקה Emblem of Sudan סמל סודאן Emblem of Tajikistan סמל טג'יקיסטן Emblem of Thailand סמל תאילנד Emblem of Togo סמל טוגו Emblem of Turkmenistan סמל טורקמניסטן Emblem of Uzbekistan סמל אוזבקיסטן Emblem of Vietnam סמל וייטנאם Emblem of Yemen סמל תימן Emblem of the African Union סמל האיחוד האפריקאי Emblem of the Democratic Republic of the Congo סמל הרפובליקה הדמוקרטית של קונגו Emblem of the United Arab Emirates סמל איחוד האמירויות הערביות Emblem3 Emblem3 Emblems of South Australia קטגוריה:אוסטרליה הדרומית: סמלים לאומיים Emblems of the International Red Cross and Red Crescent Movement סמל המעוין האדום Embolism תסחיף Embouchure אמבושיור Embraer אמבראר Embraer קטגוריה:אמבראר Embraer E-Jet family אמבראר E-Jets Embraer ERJ 145 family אמבראר ERJ 145 Embraer Phenom 100 אמבראר פנום 100 Embrasure חרך ירי Embrithopoda אמבריתופודיים Embrittlement הפרכת חומרים Embroidery רקמה Embryologists קטגוריה:אמבריולוגים Embryology אמבריולוגיה Embryonic diapause דיאפאוזה Embryophyte צמחי עובר Emden אמדן Emek HaYarden Regional Council מועצה אזורית עמק הירדן Emek HaYarden Regional Council קטגוריה:מועצה אזורית עמק הירדן Emek HaYarden Regional Council תבנית:מועצה אזורית עמק הירדן Emek Refaim עמק רפאים Emek Tzurim National Park עמק צורים Emeka Okafor אמקה אוקפור Emel Emin אמל אמין Emeli Sandé אמילי סאנדיי Emerald ברקת Emerald Coast חוף האיזמרגד Emerald Dawn גרין לנטרן: שחר הברקת Emerald Twilight גרין לנטרן: דמדומי הברקת Emerald cockroach wasp אמפולקס קומפרסה Emerald toucanet טוקן אזמרגדי Emerald tree boa רב חנק איזמרגדי Emergency Emergency Emergency Committee of Atomic Scientists ועדת החירום של מדעני האטום Emergency Economic Stabilization Act of 2008 חוק החירום לייצוב כלכלת ארצות הברית לשנת 2008 Emergency brake assist מערכת עזר לבלימה Emergency contraception גלולת היום שאחרי Emergency department חדר מיון Emergency exit יציאת חירום Emergency hammer פטיש חירום Emergency landing נחיתת חירום Emergency medical services קטגוריה:ארגוני רפואת חירום Emergency medical services רפואת חירום Emergency medical technician חובש Emergency medical technician – intermediate חובש Emergency medicine קטגוריה:רפואת חירום Emergency population warning אזעקת מלחמה Emergency service שירותי חירום Emergency telephone number מוקד חירום טלפוני Emergency-bot-shutoff תבנית:Emergency-bot-shutoff Emerging markets שוק מתעורר Emerik Blum אמריק בלום Emerson אמרסון Emerson Ferreira da Rosa אמרסון Emerson String Quartet רביעיית אמרסון Emetophilia אמטופיליה Emetophobia אמטופוביה Emex spinosa אמיך קוצני Emfraz אנפרז Emigrants קטגוריה:מהגרים Emigration הגירה Emijrp/External Links Ranking User:Emijrp/External Links Ranking Emijrp/List of Wikipedians by number of edits User:Emijrp/List of Wikipedians by number of edits Emil Artin אמיל ארטין Emil Boc אמיל בוק Emil Bodnăraș אמיל בודנראש Emil Cioran אמיל צ'וראן Emil Constantinescu אמיל קונסטנטינסקו Emil Fackenheim אמיל פאקנהיים Emil Forsberg אמיל פורסברג Emil Gilels אמיל גיללס Emil Gorovets אמיל גורובץ Emil Grunzweig רצח אמיל גרינצווייג Emil Grunzweig Human Rights Award אות זכויות האדם ע"ש אמיל גרינצוויג ז"ל Emil Hallfreðsson אמיל הלפראוסון Emil Hácha אמיל האכה Emil Jannings אמיל יאנינגס Emil Kostadinov אמיל קוסטדינוב Emil Kraepelin אמיל קרפלין Emil Leeb אמיל לב Emil Leon Post אמיל פוסט Emil Ludwig אמיל לודוויג Emil Maurice אמיל מוריס Emil Nolde אמיל נולדה Emil Paur אמיל פאור Emil Rausch אמיל ראוש Emil Schallopp אמיל שאלופ Emil Schürer אמיל שירר Emil Sommerstein אמיל זומרשטיין Emil Sutovsky אמיל סוטובסקי Emil Velev אמיל ולב Emil Zuckerkandl אמיל צוקרקנדל Emil Zátopek אמיל זטופק Emil and the Detectives אמיל והבלשים Emil von Behring אמיל אדולף פון ברינג Emile Berliner אמיל ברלינר Emile Habibi אמיל חביבי Emile Heskey אמיל הסקי Emile Hirsch אמיל הירש Emile Shoufani אמיל שופאני Emile Touma אמיל תומא Emile Vandervelde אמיל ונדרוולדה Emile Verhaeren אמיל ורהארן Emile Zuckerkandl אמיל צוקרקנדל Emilia Clarke אמיליה קלארק Emilia Eberle אמיליה אברלה Emilia Fox אמיליה פוקס Emilia-Romagna אמיליה-רומאניה Emilia-Romagna קטגוריה:אמיליה-רומאניה Emilia-Romagna Carpi קארפי Emiliano Insúa אמיליאנו אינסואה Emiliano Papa אמיליאנו פאפא Emiliano Zapata אמיליאנו ספאטה Emilie de Ravin אמילי דה רייבין Emilio Aguinaldo אמיליו אגינלדו Emilio Butragueño אמיליו בוטרגניו Emilio Colón אמיליו קולון Emilio De Bono אמיליו דה בונו Emilio Estevez אמיליו אסטבז Emilio Palma אנטארקטיקה הארגנטינאית#אוכלוסין Emilio Portes Gil אמיליו פורטס חיל Emilio Sagi Liñán אמילי סאגי-ברבה Emilio Segrè אמיליו סגרה Emilio de' Cavalieri אמיליו דה קאבליירי Emily Bett Rickards אמילי בט ריקרדס Emily Blunt אמילי בלאנט Emily Brontë אמילי ברונטה Emily Browning אמילי בראונינג Emily Davison אמילי דייוויסון Emily Deschanel אמילי דשנל Emily Dickinson אמילי דיקנסון Emily Donelson אמילי דונלסון Emily Greene Balch אמילי גרין באלץ' Emily Jacir אמילי ג'אסיר Emily Kinney אמילי קיני Emily Martin אמילי מרטין Emily Mortimer אמילי מורטימר Emily Osment אמילי אוסמנט Emily Post אמילי פוסט Emily Ratajkowski אמילי רטאייקאוסקי Emily Rose אמילי רוז Emily Rutherfurd אמילי רותרפורד Emily Seebohm אמילי סיבום Emily VanCamp אמילי ואן קאמפ Emily Warren Roebling אמילי וורן רובלינג Emily Watson אמילי ווטסון Emily the Strange אמילי המוזרה Emilypugh/testpage נעלי אולסטאר Emilíana Torrini אמיליאנה טוריני Emin אימן Emin Pasha אמין פאשה Emine Gülbahar Hatun אמינה גולבהר הטון Eminem אמינם Eminem קטגוריה:אמינם Eminem discography דיסקוגרפיה של אמינם Eminem songs קטגוריה:שירי אמינם Eminent domain הפקעה Eminium לוליינית Emir אמיר Emir Hadžić אמיר האדז'יץ' Emir Kusturica אמיר קוסטוריצה Emir Kusturica תבנית:אמיר קוסטוריצה Emir Spahić אמיר ספאהיץ' Emirate אמירות Emirate of Abu Dhabi אבו דאבי Emirate of Abu Dhabi קטגוריה:אבו דאבי Emirate of Ajman עג'מאן Emirate of Bukhara אמירות בוכרה Emirate of Dubai דובאי Emirate of Granada ממלכת גרנדה Emirate of Sharjah שארג'ה Emirate of Sicily אמירות סיציליה Emirate of Tbilisi אמירות טביליסי Emirate of Transjordan אמירות עבר הירדן Emirates אמירטס Emirates Cup גביע האמירויות Emirates Palace ארמון אמיראטס Emirates Stadium אצטדיון האמירויות Emirates of the United Arab Emirates קטגוריה:אמירויות איחוד האמירויות הערביות Emirates of the United Arab Emirates תבנית:אמירויות איחוד האמירויות הערביות Emirati people קטגוריה:איחוד האמירויות הערביות: אישים Emirati politicians קטגוריה:איחוד האמירויות הערביות: פוליטיקאים Emirs of Dubai קטגוריה:אמירי דובאי Emirs of Qatar קטגוריה:אמירי קטר Emission nebula ערפילית פליטה Emission nebulae קטגוריה:ערפיליות פליטה Emission spectrum ספקטרום פליטה Emission standard תקן זיהום אוויר Emissivity אמיסיביות Emma אמה Emma Bull אמה בול Emma Bunton אמה בנטון Emma Calvé אמה קלווה Emma Chambers אמה צ'יימברס Emma Cunniffe אמה קאניף Emma Dean מכתש אמה דין Emma Eames אמה איימס Emma Frost אמה פרוסט Emma Goldman אמה גולדמן Emma Green אמה גרין Emma Kirkby אמה קרקבי Emma Lazarus אמה לזרוס Emma Mærsk אמה מארסק Emma Pierson אמה פירסון Emma Roberts אמה רוברטס Emma Shapplin אמה שפלן Emma Stone אמה סטון Emma Talmi אמה תלמי Emma Thompson אמה תומפסון Emma Watson אמה ווטסון Emma of Normandy אמה מנורמנדיה Emmaaalice/sandbox שיווי משקל קליני Emmanouil Zymvrakakis אמנואיל זימברקקיס Emmanuel Adebayor עמנואל אדבאיור Emmanuel Amunike עמנואל אמוניקה Emmanuel Anati עמנואל ענתי Emmanuel Carasso עמנואל קרסו Emmanuel Chabrier עמנואל שברייה Emmanuel Chanel משתמש:Emmanuel Chanel Emmanuel Eboué עמנואל אבואה Emmanuel Emenike עמנואל אמניקה Emmanuel Halperin עמנואל הלפרין Emmanuel Joseph Sieyès עמנואל-ז'וזף סיאס Emmanuel Le Roy Ladurie עמנואל לה רואה לדורי Emmanuel Levinas עמנואל לוינס Emmanuel Lubezki עמנואל לובצקי Emmanuel Mane-Katz מאנה כץ Emmanuel Mayuka עמנואל מאיוקה Emmanuel Mbola עמנואל מבולה Emmanuel Moreno עמנואל מורנו Emmanuel Mudiay עמנואל מודיאיי Emmanuel Ofosu Yeboah עמנואל אופוסו יבואה Emmanuel Pahud עמנואל פהו Emmanuel Pappoe עמנואל פאפו Emmanuel Petit עמנואל פטי Emmanuel Rosen עמנואל רוזן Emmanuel Sarki עמנואל סארקי Emmanuel Scheffer עמנואל שפר Emmanuelle Béart עמנואל ביאר Emmanuelle Chriqui עמנואל שריקי Emmanuelle Devos עמנואל דבו Emmanuelle Riva עמנואל ריבה Emmanuelle Seigner עמנואל סנייה Emmanuil Kazakevich עמנואל קזקביץ' Emmaste Parish אמאסטה Emmaus אמאוס Emmaus Nicopolis אמאוס ניקופוליס Emmelie de Forest אמילי דה פורסט Emmeline Pankhurst אמלין פנקהרסט Emmendingen אמנדינגן Emmental cheese אמנטל Emmerich אמריך Emmerich Kálmán אמריך קלמן Emmett Brown דוק בראון Emmett Kelly אמט קלי Emmett Till אמט טיל Emmette Hernandez Coleman/Forewick Holm איי שטלנד#גאוגרפיה Emmi AG אמי Emmy אמי Emmy Award פרס אמי Emmy Award winners קטגוריה:זוכי אמי Emmy Award-winning programs קטגוריה:זוכי אמי - תוכניות Emmy Awards קטגוריה:פרס אמי Emmy Awards navigational boxes קטגוריה:תבניות ניווט - פרס אמי Emmy Bridgwater אמי ברידג'ווטר Emmy Noether אמי נתר Emmy Rossum אמי רוסום EmmyAward ComedySeries תבנית:פרס אמי לסדרת הקומדיה הטובה ביותר EmmyAward DramaSeries תבנית:פרס אמי לסדרת הדרמה הטובה ביותר EmmyAward MiniseriesLeadActress תבנית:פרס אמי לשחקנית הראשית במיני-סדרה או בסרט Emmylou Harris אמילו האריס Emo אימו Emo Philips אמו פיליפס Emoji אמוג'י Emomali Rahmon אמומאלי רחמון Emor פרשת אמור Emory אמורי Emory University אוניברסיטת אמורי Emory University faculty קטגוריה:סגל אוניברסיטת אמורי Emoticon רגשון Emotion Emotion Emotion קטגוריה:רגשות Emotion רגש Emotion and memory רגשות וזיכרון Emotion-footer תבנית:רגשות Emotional Freedom Techniques שיטת השחרור הרגשי Emotional and behavioral disorders in childhood and adolescence קטגוריה:הפרעות התנהגותיות ורגשיות שתחילתן בילדות ובגיל ההתבגרות Emotional contagion הדבקה רגשית Emotional exhaustion תשישות רגשית Emotional intelligence אינטליגנציה רגשית Emotional labor עבודת רגשות Emotional spectrum הספקטרום הרגשי Emotions Emotions Emotions in the workplace רגשות בעבודה Empanada אמפנדה Empathogen-entactogen אמפתוגן-אנטקטוגן Empathy אמפתיה Empedocles אמפדוקלס Emperor אמפרור Emperor קיסר Emperor Annei קיסר יפן אני Emperor Go-Shirakawa גו-שירקאווה Emperor Guangwu of Han גואנג וו-די Emperor Itoku קיסר יפן איטוקו Emperor Jimmu ג'ימו Emperor Ku הקיסר קו Emperor Kōan קיסר יפן קואן Emperor Kōrei קיסר יפן קוריי Emperor Kōshō קיסר יפן קושו Emperor Leo לאו Emperor Meiji מוצוהיטו Emperor Montoku מונטוקו Emperor Nijō ניג'ו Emperor Norton ג'ושוע נורטון Emperor Shun הקיסר שון Emperor Suizei קיסר יפן סויזאי Emperor Sutoku סוטוקו Emperor Taishō יושיהיטו Emperor Tenji טנג'י Emperor Tenmu קיסר יפן טמו Emperor Toba טובה Emperor Xuanzong of Tang שואן-דזונג Emperor Yao הקיסר יאו Emperor goose אווז קיסרי Emperor of All Russia קיסר רוסיה Emperor of China קיסר סין Emperor of Ethiopia קיסר אתיופיה Emperor of India קיסר הודו Emperor of Japan קיסר יפן Emperor penguin פינגווין קיסרי Emperor tamarin טמרין קיסרי Emperors קטגוריה:קיסרים Emperors of Ethiopia קטגוריה:קיסרי אתיופיה Emperors of Ethiopia תבנית:השושלת השאוונית Emphatic consonant עיצורים נחציים Emphysema נפחת Empire Empire Empire אימפריה Empire אמפייר Empire Awards פרסי אמפייר Empire Earth Empire Earth Empire Earth III Empire Earth III Empire Exhibition Trophy גביע תערוכת האימפריה Empire State Building בניין אמפייר סטייט Empire State of Mind Empire State of Mind Empire of Brazil האימפריה הברזילאית Empire of Japan האימפריה היפנית Empire of Nicaea האימפריה של ניקאה Empire of Trebizond האימפריה של טרפזונטס Empire of the Sun אימפריית השמש Empire of the Sun.jpg תמונה:Empire of the Sun DVD.jpg Empire: Original Soundtrack Season 2 Volume 1 Empire: Original Soundtrack Season 2 Volume 1 Empire: Original Soundtrack from Season 1 Empire: Original Soundtrack from Season 1 Empires קטגוריה:אימפריות Empires and kingdoms of India קטגוריה:ממלכות הודו Empires of the Deep אימפריות המעמקים Empirical formula נוסחה אמפירית Empirical relationship נוסחה אמפירית Empiricism אמפיריציזם Employability מסוגלות תעסוקתית Employee retention שימור עובדים Employees by company קטגוריה:אישים לפי מקום עבודה Employment חוק שוויון ההזדמנויות בעבודה Employment יחסי עובד-מעביד Employment agency קבלן כוח אדם Employment compensation קטגוריה:תגמול עובדים Employment counsellor מקדם תעסוקה Employment discrimination אפליה בשוק העבודה Employment integrity testing מבחני יושרה תעסוקתית Empoli אמפולי Empoli F.C. אמפולי Empoli F.C. players קטגוריה:כדורגלני אמפולי Empordà אמפורדה Empress Dowager Cixi צה שי Empress Elisabeth of Austria נסיכת בוואריה אליזבת Empress Jitō הקיסרית ג'יטו Empress Kōjun קיסרית יפן קוג'ון Empress Matilda מתילדה הקיסרית Empresses קטגוריה:קיסריות Empresses and imperial consorts of Ethiopia קטגוריה:קיסריות רעיות אתיופיות Emptiness ריקנות Empty Empty Empty category תבנית:קטגוריה ריקה Empty function הפונקציה הריקה Empty nose syndrome סינדרום האף הריק Empty product מכפלה ריקה Empty set הקבוצה הריקה Empty string מחרוזת ריקה Empty sum סכום ריק Empúries אמפוריאי Emrah אמרה איפק Emre Belözoğlu אמרה בלוזוגלו Emre Can אמרה צ'אן Emre Mor אמרה מור Emri Ron אמרי רון Ems אמס Emu אמו Emu War מלחמת האמו Emulator אמולציה Emulsion תחליב Emun Elliott אמון אליוט Emuna Elon אמונה אלון Emund the Old מלך שוודיה אמונד הזקן Emunim אמונים Emunoth ve-Deoth ספר האמונות והדעות Emydidae צבים ביצתיים Emydidae קטגוריה:צבים ביצתיים Emília Márkus אמיליה מרקוש Emílio Garrastazu Médici אמיליו גרסטזו מדיסי En Н En Avant de Guingamp גנגאן En Vogue En Vogue En dash תבנית:--- En icon תבנית:אנגלית En no Gyōja אן נו גיוג'ה En passant הכאה דרך הילוכו En-men-dur-ana אנ-מן-דור-אנה En-men-gal-ana אנ-מן-גאל-אנה En-men-lu-ana אנ-מן-לו-אנה En-rogel עין רוגל En-sipad-zid-ana אנ-סיפד-זיג-אנה En-tarah-ana אן-טרה-אנה Enabling Act of 1933 חוק ההסמכה Enabling Grids for E-sciencE Enabling Grids for E-sciencE Enalapril אנלפריל Enamel אמייל Enantiomer אננטיומר Encamp אנקמף Encapsulation כימוס Encarta אנקרטה Enceladus אנקלדוס Encephalartos אנצפלרתוס Encephalitis דלקת המוח Encephalopathy אנצפלופתיה Enchanted מכושפת Enchantress מכשפת Enchilada אנצ'ילדה Enciclopedia Universal Micronet אנסיקלופדיה אוניברסל מיקרונט Enciclopedia universal ilustrada europeo-americana אנסיקלופדיה אספאסה Encirclement כיתור Enclosure גידור Encoder מקודד Encoding קידוד Encoding/decoding model of communication מודל הצפנה/פענוח Encodings קטגוריה:קידוד נתונים Encomienda אנקומיינדה Encopresis אנקופרזיס Encore Encore Encore הדרן Encyclical אנציקליקה Encyclopaedia Biblica אנציקלופדיה מקראית Encyclopaedia Hebraica האנציקלופדיה העברית Encyclopaedia Judaica אנציקלופדיה יודאיקה Encyclopaedia Metallum Encyclopedia Metallum Encyclopaedia of Chess Openings אנציקלופדיית פתיחות שחמט Encyclopaedia of Islam האנציקלופדיה של האסלאם Encyclopaedia of the Qurʾān האנציקלופדיה של הקוראן Encyclopedia אנציקלופדיה Encyclopedia Americana אנציקלופדיה אמריקנה Encyclopedia Galactica אנציקלופדיה גלאקטיקה Encyclopedia Mythica אנציקלופדיה מיתיקה Encyclopedia Talmudit אנציקלופדיה תלמודית Encyclopedia external link templates קטגוריה:תבניות קישורים חיצוניים - אנציקלופדיות Encyclopedia of Cryptography and Security אנציקלופדיה לקריפטוגרפיה ואבטחה Encyclopedia of Ethics האנציקלופדיה של תורת המידות Encyclopedia of Slovenia אנציקלופדיה של סלובניה Encyclopedia of the Founders and Builders of Israel אנציקלופדיה לחלוצי הישוב ובוניו Encyclopedia of the Holocaust האנציקלופדיה של השואה Encyclopedias קטגוריה:אנציקלופדיות Encyclopedias by language קטגוריה:אנציקלופדיות לפי שפה Encyclopedias of philosophy קטגוריה:אנציקלופדיות לפילוסופיה Encyclopedic dictionary לקסיקון Encyclopedists קטגוריה:אנציקלופדיסטים Encyclopædia Britannica אנציקלופדיה בריטניקה Encyclopædia Britannica קטגוריה:אנציקלופדיה בריטניקה Encyclopædia Britannica Eleventh Edition המהדורה האחת-עשרה של אנציקלופדיה בריטניקה Encyclopædia Iranica אנציקלופדיה איראניקה Encyclopædia Metropolitana אנציקלופדיה מטרופוליטנה Encyclopédie האנציקלופדיה הגדולה Encyclopédistes אנציקלופדיסטים End of Days סוף העולם End of the Night End of the Night End of the world סוף העולם End time אחרית הימים End user משתמש קצה End-of-file End-of-file End-to-end principle עיקרון קצה לקצה Enda Kenny אינדה קני Endangered Indo-European languages קטגוריה:שפות הודו-אירופיות בסכנת הכחדה Endangered language שפה בסכנת הכחדה Endangered species בעלי חיים בסכנת הכחדה Endangered species קטגוריה:מינים בסכנת הכחדה Endeavour אנדוור Endelkachew Makonnen אנדלקטצ'או מקונן Endemic birds of the Galápagos Islands קטגוריה:איי גלאפגוס: עופות אנדמיים Endemic fauna קטגוריה:בעלי חיים אנדמיים Endemic fauna of Australia קטגוריה:אוסטרליה: בעלי חיים אנדמיים Endemic fauna of Borneo קטגוריה:בורנאו: בעלי חיים אנדמיים Endemic fauna of Israel קטגוריה:ארץ ישראל: בעלי חיים אנדמיים Endemic fauna of the Galápagos Islands קטגוריה:איי גלאפגוס: בעלי חיים אנדמיים Endemic flora קטגוריה:צמחים אנדמיים Endemism אנדמיות Endemism קטגוריה:אנדמיות Ender in Exile אנדר בגלות Ender's Game המשחק של אנדר Ender's Game תבנית:אנדר Ender's Shadow הצל של אנדר Enderbury Island אנדרבורי Enderby Island אנדרבי Enderta אנדרתה Endgame Endgame Endgame סוף משחק Endgame album art.jpg קובץ:Endgame album art.jpg Endianness סדר בתים Endless Pain Endless Pain Endless knot הקשר הבלתי נגמר Endocarditis דלקת פנים הלב Endocrine diseases קטגוריה:הפרעות של בלוטת התריס Endocrine gland בלוטה אנדוקרינית Endocrine neoplasia קטגוריה:גידולים ממאירים בבלוטות אנדוקריניות Endocrine system המערכת האנדוקרינית Endocrine system קטגוריה:המערכת האנדוקרינית Endocrinologists קטגוריה:אנדוקרינולוגים Endocrinology אנדוקרינולוגיה Endocytosis אנדוציטוזה Endogamy אנדוגמיה Endogeneity אנדוגניות Endohedral fullerene אנדוהדרל פולרן Endometrial cancer סרטן הרחם Endometriosis אנדומטריוזיס Endometrium רירית הרחם Endomorphism אנדומורפיזם Endomorphism ring חוג האנדומורפיזמים Endoplasmic reticulum רשתית תוך-פלזמית Endopterygota בעלי גלגול מלא Endor עין דור Endorheic lakes קטגוריה:אגמים טרמינליים Endorphins אנדורפין Endoscopy אנדוסקופיה Endosome אנדוזום Endosymbiont אנדוסימביוזה Endothelium אנדותל Endothermic process תגובה אנדותרמית Endotoxin אנדוטוקסין Endowment effect אפקט הבעלות Endre Ady אנדרה אדי Endre Kabos אנדרה קאבוש Endre Steiner אנדרה שטיינר Endre Szervánszky אנדרה סרבנסקי Endrick Shellycoat/Sandbox2 סמל סקוטלנד Endtroducing..... Endtroducing..... Endubis מלך אקסום אינדוביס Endurance אנדיורנס Endurance מכתש אנדיורנס Endurance סבולת לב-ריאה Enduring Love אהבה עיקשת Enduring Love אין סוף לאהבה Enduro אנדורו Endymion אנדימיון Eneco Tour אנקו טור Eneda Tarifa אנדה טריפה Enema חוקן Enema of the State Enema of the State Enemy Ace אנמי אייס Enemy Territory: Quake Wars קווייק וורס Enemy at the Gates אויב בשער Enemy of God Enemy of God Energix Renewable Energies אנרג'יקס אנרגיות מתחדשות Energy אנרגיה Energy קטגוריה:אנרגיה Energy Information Administration מנהל המידע של מחלקת האנרגיה Energy Invest Rustavi אנרג'י רוסתווי Energy amplifier מגבר אנרגיה Energy and Environmental Security Initiative אנרגיה מתחדשת Energy and Water Resources Ministry of National Infrastructures האנרגיה והמים משרד התשתיות הלאומיות Energy bar חטיף אנרגיה Energy by country קטגוריה:אנרגיה לפי מדינה Energy charge רמה אנרגטית Energy companies קטגוריה:חברות אנרגיה Energy companies of Israel קטגוריה:תעשיית אנרגיה בישראל Energy companies of the United States קטגוריה:חברות אנרגיה אמריקאיות Energy conversion efficiency נצילות Energy drink משקה אנרגיה Energy drinks קטגוריה:משקאות אנרגיה Energy in Canada קטגוריה:קנדה: אנרגיה Energy in Egypt קטגוריה:מצרים: אנרגיה Energy in Israel קטגוריה:ישראל: אנרגיה Energy in Israel תבנית:אנרגיה בישראל Energy in Russia קטגוריה:רוסיה: אנרגיה Energy in Saudi Arabia קטגוריה:ערב הסעודית: אנרגיה Energy in the United Kingdom קטגוריה:בריטניה: אנרגיה Energy in the United States קטגוריה:ארצות הברית: אנרגיה Energy level רמת אנרגיה Energy returned on energy invested אנרגיה מוחזרת על אנרגיה מושקעת Energy tower ארובת שרב Enerhodar אנרהודר Enes Kanter אנס קאנטר Enewetak Atoll אנווטאק Enfield אנפילד Enfilade אנפילדה Enforcers האוכפים Eng Ŋ Engadget Engadget Engagement אירוסים Engagement ring טבעת אירוסין Engel אנגל Engel's theorem משפט אנגל Engelberg אנגלברג Engelbert Dollfuss אנגלברט דולפוס Engelbert Humperdinck אנגלברט הומפרדינק Engelbert Humperdinck אנגלברט המפרדינק Engelsberg Ironworks מפעל הברזל באנגלסברי Engine מנוע Engine knocking דטונציה Engine room חדר מכונות Engineer מהנדס Engineered wood עץ תעשייתי Engineering הנדסה Engineering קטגוריה:הנדסה Engineering design process תכנון Engineering occupations קטגוריה:מקצועות ההנדסה Engineering stubs קטגוריה:קצרמר הנדסה Engineering technician מהנדס טכני Engineering vehicles קטגוריה:ציוד מכני הנדסי Engineers קטגוריה:מהנדסים Engineers Without Borders מהנדסים ללא גבולות Engineers by nationality קטגוריה:מהנדסים על פי מוצא Engineers by specialty קטגוריה:מהנדסים לפי תחום Engineers who committed suicide קטגוריה:מתאבדים: מהנדסים Engines קטגוריה:מנועים Engines of Creation Engines of Creation England אנגליה England קטגוריה:אנגליה England Durham דרהאם England Durham קטגוריה:דרהאם England Lincoln לינקולן England counties תבנית:מחוזות אנגליה England football derbies קטגוריה:משחקי דרבי באנגליה England international footballers קטגוריה:כדורגלני נבחרת אנגליה England men's national basketball team נבחרת סקוטלנד בכדורסל England national amateur football team נבחרת החובבים של אנגליה בכדורגל England national football team נבחרת אנגליה בכדורגל England national football team managers קטגוריה:מאמני נבחרת אנגליה בכדורגל England national football team managers תבנית:מאמני נבחרת אנגליה בכדורגל England national football team navigational boxes קטגוריה:סגלי נבחרת אנגליה בכדורגל England national under-21 football team נבחרת אנגליה בכדורגל עד גיל 21 England squad 1950 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1950 England squad 1954 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1954 England squad 1958 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1958 England squad 1962 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1962 England squad 1966 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1966 England squad 1970 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1970 England squad 1982 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1982 England squad 1986 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1986 England squad 1990 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1990 England squad 1998 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 1998 England squad 2002 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 2002 England squad 2006 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 2006 England squad 2007 FIFA Women's World Cup תבנית:נבחרת אנגליה בכדורגל נשים במונדיאל 2007 England squad 2010 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 2010 England squad 2011 FIFA Women's World Cup תבנית:נבחרת אנגליה בכדורגל נשים במונדיאל 2011 England squad 2014 FIFA World Cup תבנית:נבחרת אנגליה במונדיאל 2014 England squad UEFA Euro 1968 תבנית:נבחרת אנגליה יורו 1968 England squad UEFA Euro 1980 תבנית:נבחרת אנגליה יורו 1980 England squad UEFA Euro 1988 תבנית:נבחרת אנגליה יורו 1988 England squad UEFA Euro 1992 תבנית:נבחרת אנגליה יורו 1992 England squad UEFA Euro 1996 תבנית:נבחרת אנגליה יורו 1996 England squad UEFA Euro 2000 תבנית:נבחרת אנגליה יורו 2000 England squad UEFA Euro 2004 תבנית:נבחרת אנגליה יורו 2004 England squad UEFA Euro 2012 תבנית:נבחרת אנגליה יורו 2012 England squad UEFA Euro 2016 תבנית:נבחרת אנגליה יורו 2016 England team נבחרת אנגליה England women's national football team נבחרת אנגליה בכדורגל נשים English Baroque בארוק אנגלי English Baroque Soloists סולני הבארוק האנגליים English Chamber Orchestra התזמורת הקאמרית האנגלית English Channel קטגוריה:תעלת למאנש English Channel תעלת למאנש English Civil War מלחמת האזרחים האנגלית English Cocker Spaniel קוקר ספניאל English Defence League ליגת ההגנה האנגלית English Electric Lightning אינגליש אלקטריק לייטנינג English Embankment הגדה האנגלית English Football Hall of Fame היכל התהילה של הכדורגל האנגלי English Gardner אינגליש גרדנר English Gothic architecture אדריכלות גותית אנגלית English Madrigal School אסכולת המדריגל האנגלי English Mastiff מסטיף אנגלי English National Opera האופרה האנגלית הלאומית English Opening פתיחה אנגלית English Reformation הרפורמציה באנגליה English Renaissance הרנסאנס האנגלי English Springer Spaniel ספרינגר ספניאל אנגלי English Wikipedia ויקיפדיה האנגלית English actors קטגוריה:שחקני קולנוע וטלוויזיה אנגלים English aviators קטגוריה:טייסים בריטים English biochemists קטגוריה:ביוכימאים בריטים English businesspeople קטגוריה:אנשי עסקים אנגלים English carrack Holigost הוליגוסט English cheeses קטגוריה:גבינות אנגליות English columnists קטגוריה:פובליציסטים אנגלים English composers קטגוריה:מלחינים אנגלים English cuisine המטבח האנגלי English cuisine קטגוריה:המטבח האנגלי English culture קטגוריה:אנגליה: תרבות English dramatists and playwrights קטגוריה:מחזאים אנגלים English draughts דמקה English engineers קטגוריה:מהנדסים אנגלים English explorers קטגוריה:מגלי ארצות בריטים English fashion designers קטגוריה:מעצבי אופנה אנגלים English female models קטגוריה:דוגמניות אנגליות English football league system מבנה ליגות הכדורגל באנגליה English football managers קטגוריה:מאמני כדורגל אנגלים English footballers קטגוריה:כדורגלנים אנגלים English historians קטגוריה:היסטוריונים אנגלים English judges קטגוריה:שופטים בריטים English landscape garden גן אנגלי English language אנגלית English language קטגוריה:אנגלית English languages קטגוריה:שפות אנגליות English literature ספרות אנגלית English longbow קשת ארוכה English monarchs קטגוריה:מלכי אנגליה English musicians קטגוריה:מוזיקאים אנגלים English opera librettists קטגוריה:לבריתנים אנגלים English organists קטגוריה:נגני עוגב אנגלים English overseas possessions האימפריה הקולוניאלית האנגלית English people אנגלים English people קטגוריה:אנגלים English philanthropists קטגוריה:נדבנים אנגלים English phrases קטגוריה:ביטויים באנגלית English plays קטגוריה:מחזות אנגליים English poets קטגוריה:משוררים אנגלים English politicians קטגוריה:פוליטיקאים אנגלים English religious leaders קטגוריה:אנשי דת אנגלים English royal consorts קטגוריה:נשות מלכים אנגלים English royal forests קטגוריה:יערות מלכותיים אנגליים English royal houses קטגוריה:בתי מלוכה אנגליים English sailors קטגוריה:ימאים אנגליים English sausages קטגוריה:נקניקיות אנגליות English school of international relations theory האסכולה האנגלית English ship Revenge ריוונג' English sports broadcasters קטגוריה:פרשני ספורט אנגלים English 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הרוטורים של האניגמה Eniola Aluko אניולה אלוקו Enith Brigitha אניט בריגיטה Enjoy the Silence Enjoy the Silence Enka אנקה Enki אנכי Enkidu אנכידו Enlightened absolutism אבסולוטיזם נאור Enlightened despotism אבסולוטיזם נאור Enlightenment Enlightenment Enlightenment הארה Enlightenment ספר:עידן הנאורות Enlightenment philosophers קטגוריה:פילוסופים של עידן הנאורות Enlil אנליל Enna אנה Enneagram אניאגרם Enneagram of Personality אניאגרם של האישיות Enner Valencia אנר ולנסיה Ennio Morricone אניו מוריקונה Ennis אניס Enoch חנוך Enoch חנוך בן קין Enoch Zundel ben Joseph חנוך זונדל בן יוסף Enol אנול Enola Gay אנולה גיי Enolase אנולאז Enos אנוס Enos אנוש Enosis Neon Paralimni FC אנוסיס נאון פראלימני Enosis Neon Paralimni players קטגוריה:כדורגלני פראלימני Enoteca Pinchiorri אנוטקה פינקיורי Enric Gensana אנריק ז'נסאנה Enric Valor i Vives אנריק ולור אי ויווס Enriched uranium אורניום מועשר Enrico Albertosi אנריקו אלברטוסי Enrico Berlinguer אנריקו ברלינגר Enrico Caruso אנריקו קארוזו Enrico Caviglia אנריקו קאוויליה Enrico Cecchetti אנריקו צ'יקטי Enrico Ceruti אנריקו צ'רוטי Enrico Dandolo אנריקו דאנדולו Enrico Fermi אנריקו פרמי Enrico Glicenstein חנוך הנריק גליצנשטיין Enrico Letta אנריקו לטה Enrico Macias אנריקו מסיאס Enrico Mainardi אנריקו מיינרדי Enrico Toselli אנריקו טוסלי Enrique Bolaños אנריקה בולאניוס Enrique Cerezo אנריקה סרסו Enrique Collar אנריקה קויאר Enrique Fernández Viola אנריקה פרננדס Enrique Gaspar y Rimbau אנריקה גספר אי רימבאו Enrique Granados אנריקה גרנדוס Enrique Iglesias אנריקה איגלסיאס Enrique Jordá אנריקה חורדה Enrique Peña Nieto אנריקה פניה נייטו Enrique Wolff אנריקה וולף Enron אנרון Enschede אנסחדה Enschede fireworks disaster אסון הזיקוקין די-נור באנסחדה Ensemble InterContemporain אנסמבל אנטרקונטמפורן Ensemble cast אנסמבל Ensiferum Ensiferum Ensiferum אנסיפרום Ensiferum albums קטגוריה:אלבומי פולק מטאל Ensign דגל ימי צבאי Ensio Siilasvuo אנסיו סילאסוואו Enslaved Enslaved Enstatite אנסטטיט Ensō אנזו Ent הסילמריליון - גזעים#אנטים - רועי העצים Entablature אנטבלטורה Entacapone אנטקפון Entamoeba histolytica Entamoeba histolytica Entangled Entangled Entartete musik poster.jpg קובץ:מוזיקה מנוונת.jpg Entebbe אנטבה Entebbe International Airport נמל התעופה הבינלאומי אנטבה Entelodon אנטלודון Entelognathus אנטלוגנאתוס פרימורדיאליס Entente Cordiale ההסכמה הלבבית Enter Air אנטר אייר Enter K Enter K Enter Sandman Enter Sandman Enter Shikari אנטר שיקארי Enter the Dragon הדרקון Enter the Ninja הנינג'ה Enteric nervous system מערכת העצבים המעית Enterobacteria phage T4 אנטרובקטריופאג' T4 Enterobiasis אנטרוביאזיס Enterphrase Cartoon Network Enterprise אנטרפרייז Enterprise Edition Java Platform Java Enterprise Edition Enterprise JavaBeans Enterprise JavaBeans Enterprise application integration Enterprise Application Integration Enterprise architecture ארכיטקטורה עסקית Enterprise information integration אינטגרציית מידע ארגונית Enterprise resource planning Enterprise resource planning Enterprise service bus Enterprise Service Bus Enterprise software Enterprise software Enterprises in the Soviet Union יוזמות כלכליות סובייטיות Entertainers קטגוריה:בדרנים Entertainment בידור Entertainment קטגוריה:בידור Entertainment Software Rating Board Entertainment Software Rating Board Entertainment Weekly אנטרטיינמנט ויקלי Entertainment companies קטגוריה:חברות בידור Entertainment occupations קטגוריה:מקצועות הבידור Entertainments National Service Association ENSA Enthalpy אנתלפיה Enthalpy of vaporization אנתלפיית אידוי Entheogen אנתאוגן Enthroned אנת'רונד Enthusiasm התלהבות Enthymeme החבר Entinzon משתמש:Entinzon Entire function פונקציה שלמה Entity ישות Entity–relationship model מודל ישויות קשרים Entombed אנטומבד Entomologists קטגוריה:אנטומולוגים Entomology אנטומולוגיה Entomology קטגוריה:אנטומולוגיה Entourage הפמליה Entre Ríos Concordia קונקורדיה Entre Ríos Gualeguay גואלגואי Entre Ríos Gualeguaychú גואלגואיצ'ו Entre Ríos Paraná פרנה Entre Ríos Province אנטרה ריוס Entre Ríos Province קטגוריה:אנטרה ריוס Entrecôte אנטרקוט Entrena אנטרנה Entrepreneurship יזמות עסקית Entrepreneurship קטגוריה:יזמות Entreprise nationale de Radiodiffusion sonore הרשות הציבורית של אלג'יריה לשידורי רדיו וטלוויזיה Entropy אנטרופיה Enugu Rangers אנוגו ריינג'רס Envelope מעטפה Envelope מעטפת Envelope detector גלאי מעטפת Enver Hoxha אנוור הוג'ה Enver Pasha אנוור פאשה Environment סביבה Environment קטגוריה:סביבה Environment ministers קטגוריה:שרי סביבה Environment of Israel קטגוריה:ישראל: סביבה Environment of the United Kingdom קטגוריה:בריטניה: איכות הסביבה Environment stubs קטגוריה:קצרמר איכות הסביבה Environment variable משתנה סביבה Environmental Media Awards פרס הסביבה לתקשורת Environmental art אמנות סביבתית Environmental disasters קטגוריה:אסונות סביבתיים Environmental economics כלכלה סביבתית Environmental education חינוך סביבתי Environmental engineering הנדסת הסביבה Environmental impact of aviation השפעות סביבתיות של תעופה Environmental issues קטגוריה:איומים ומפגעים סביבתיים Environmental justice צדק סביבתי Environmental law קטגוריה:דיני סביבה Environmental organizations קטגוריה:ארגונים להגנת הסביבה Environmental organizations based in Israel קטגוריה:ארגונים להגנת הסביבה בישראל Environmental philosophy חשיבה סביבתית Environmental psychology סביבה Environmental science מדעי הסביבה Environmental science קטגוריה:מדעי הסביבה Environmental surveying תסקיר השפעה על הסביבה Environmental technology קטגוריה:טכנולוגיה סביבתית Environmental treaties קטגוריה:אמנות סביבתיות Environmental vegetarianism צמחונות אקולוגית Environmentalism סביבתנות Environmentalism קטגוריה:שמירת הסביבה Environmentalists קטגוריה:פעילי איכות הסביבה Envoy Air אמריקן איגל איירליינס Envy קנאה Envy-free cake-cutting חלוקה נטולת-קנאה Enya אניה Enzian Enzian Enzio of Sardinia מלך סרדיניה אנציו Enzo Bearzot אנצו ביארזוט Enzo Ferrari אנזו פרארי Enzo Francescoli אנסו פרנצ'סקולי Enzo Maresca אנצו מרסקה Enzo Pérez אנסו פרס Enzo Scifo אנזו שיפו Enzo Sereni אנצו סרני Enzo of Sardinia מלך סרדיניה אנציו Enzyme אנזים Enzyme inhibitor מעכבי אנזימים Enzyme inhibitors קטגוריה:מעכבי אנזימים Enzyme kinetics קינטיקה אנזימטית Enzyme substrate סובסטרט Enzyme-linked receptor קולטנים קטליטיים Enzymes קטגוריה:אנזימים Enûma Eliš אנומה אליש Eobard Thawne פרופסור זום Eocene אאוקן Eochaid Buide אאוכייד בוייד Eochaid mac Domangairt אאוכאיד מק דומאנגארט Eochaid mac Echdach אאוכייד מק אכדאך Eoin Colfer אואן קולפר Eolianite כורכר Eon of Axum מלך אקסום און Eoppa of Bernicia מלך ברניקיה אאופה Eoraptor אאורפטור Eos אאוס Eosin אאוזין Eosinopenia אאוזינופניה Eosinophil אאוזינופיל Eosinophilic esophagitis דלקת ושט אאוזינופילית Eotriceratops אאוטריצרטופס Epaminondas אפמינונדס Eparchy אפארכיה Epcot אפקוט Epcot קטגוריה:אפקוט Epcot תבנית:אפקוט Ependyma תא אפנדימלי Epes the Southerner רבי אפס Ephedra שרביטן Ephedra alata שרביטן מכונף Ephedra fragilis שרביטן שביר Ephedraceae קטגוריה:שרביטניים Ephedraceae שרביטניים Ephemera אפמרה Ephemeris אפמריס Ephesus אפסוס Ephialtes of Trachis אפיאלטס Ephod אפוד Ephor אפור Ephraim אפרים Ephraim Alnaqua אפרים אנקווה Ephraim Carlebach אפרים קרליבך Ephraim Cohen-Reiss אפרים כהן-רייס Ephraim Deinard אפרים דיינרד Ephraim Einhorn אפרים פרדיננד איינהורן Ephraim Evron אפרים עברון Ephraim Hertzano אפרים הרצנו Ephraim Isaac אפרים יצחק Ephraim Katz אפרים כץ Ephraim Katzir אפרים קציר Ephraim Kishon אפרים קישון Ephraim Mirvis אפרים מירוויס Ephraim Moses Lilien אפרים משה ליליין Ephraim Oshry אפרים אשרי Ephraim Sidon אפרים סידון Ephraim Stern אפרים שטרן Ephraim Urbach אפרים אלימלך אורבך Ephraim Zalman Margolioth אפרים זלמן מרגליות Ephraim of Bonn אפרים בן יעקב מבון Ephrath אפרת Ephrem the Syrian אפרים הסורי Ephrussi family משפחת אפרוסי Epi-LASIK EPI-LASIK Epic הממלכה הסודית Epic Meal Time Epic Meal Time Epic Records אפיק רקורדס Epic films קטגוריה:סרטים אפים Epic of Gilgamesh עלילות גילגמש Epic of Manas מאנאס Epic poems קטגוריה:אפוסים Epic poetry שירה אפית Epic theatre תיאטרון אפי Epica Epica Epica אפיקה Epicanthic fold קפל העפעף Epicenter מוקד רעידת אדמה Epicgenius/Userpage/Rest of year משתמש:Epicgenius Epicharmus of Kos אפיכרמוס Epicrates בואה קשת Epictetus אפיקטטוס Epicureanism האסכולה האפיקוראית Epicurus אפיקורוס Epidaurus אפידאורוס Epidemiologists קטגוריה:אפידמיולוגים Epidemiology אפידמיולוגיה Epidemiology קטגוריה:אפידמיולוגיה Epidermis אפידרמיס Epidermolysis bullosa תמס בועתי של העור Epidexipteryx אפידקסיפטריקס Epididymis יותרת האשך Epidote אפידוט Epidote group קטגוריה:קבוצת האפידוט Epidural administration אפידורל Epigenetics אפיגנטיקה Epiglottal consonant עיצורים אפיגלוטיים Epiglottal stop אטום סותם עיצור אפיגלוטי Epiglottis מכסה הגרון Epigram מכתם Epigraph אפיגרף Epigraphers קטגוריה:אפיגרפים Epigraphy אפיגרפיה Epigraphy קטגוריה:אפיגרפיה Epikoros אפיקורוס Epilator אפיליידי Epilepsy אפילפסיה Epilepsy קטגוריה:אפילפסיה Epilepsy in animals אפילפסיה בבעלי חיים Epilepsy in children אפילפסיה בילדים Epileptic seizure פרכוס אפילפטי Epileptic spasms תסמונת וסט Epilog Epilog Epilogue אפילוג Epimenides אפימנידס Epimer אפימר Epimetheus אפימתאוס Epinephelus marginatus דקר הסלעים Epinephrine אדרנלין Epipactis helleborine בן-חורש רחב-עלים Epipaleolithic התקופה האפיפלאוליתית Epiphanes אפיפנס Epiphanius of Salamis אפיפניוס מסלמיס Epiphany חג ההתגלות Epiphenomenalism אפיפנומנליזם Epiphone Epiphone Epiphyseal plate סחוס הגדילה Epiphyte אפיפיט Epiploic appendix תוספתן פדרי Epirus אפירוס Episcopal Church הכנסייה האפיסקופלית Episcopi אפיסקופי Episode פרק Episode table תבנית:טבלת פרקים Episodes אפיזודס Episodic and paroxysmal disorders קטגוריה:הפרעות ארעיות והתקפי פתע Episodic memory זיכרון אירועי Epistasis אפיסטזה Epistemic modal logic לוגיקה אפיסטמית Epistemology קטגוריה:תורת ההכרה Epistemology תורת ההכרה Epistle איגרת Epistle of James איגרת יעקב Epistle of Jude איגרת יהודה Epistle of Peter איגרת פטרוס Epistle of the Corinthians to Paul איגרת הקורינתים אל פאולוס Epistle to Philemon האיגרת אל פילימון Epistle to Titus האיגרת אל טיטוס Epistle to the Alexandrians האיגרת אל האלכסנדרונים Epistle to the Colossians האיגרת אל הקולוסים Epistle to the Ephesians האיגרת אל האפסים Epistle to the Galatians האיגרת אל הגלטים Epistle to the Hebrews האיגרת אל העברים Epistle to the Laodiceans האיגרת אל הלאודיקיאנים Epistle to the Philippians האיגרת אל הפיליפים Epistle to the Romans האיגרת אל הרומאים Epistle to the Son of the Wolf האיגרת אל בן הזאב Epistolary novel רומן מכתבים Epistolary novels קטגוריה:רומן מכתבים Epistrophe אפיפורה Epitaph אפיטף Epithelium אפיתל Epitrochoid אפיטרוכואיד Epitácio Pessoa אפיטסיו פסואה Epke Zonderland אפקה זונדרלנד Epoch Times אפוק טיימס Eponym אפונים Eponyms קטגוריה:אפונימים Epoxy אפוקסי Epping Forest יער אפינג Epsilon אפסילון Epsilon Canis Majoris אדרה Epsilon Carinae אוויור Epsilon Eridani אפסילון בארידנוס Epsilon Indi אפסילון באינדיאני Epsilon Sagittarii קאוס אוסטרליס Epsilon Ursae Majoris אליות Epsilon-equilibrium שיווי משקל אפסילון Epsomite אפסומיט Epstein אפשטיין Epstein–Barr virus וירוס אפשטיין בר Epzcaw/Interference התאבכות Eqm תבנית:Eqm Equal justice under law צדק שווה תחת החוק Equal temperament כוונון מושווה Equaliser משווה Equality שוויון Equality before the law הזכות לשוויון במדינות דמוקרטיות Equalization אקולייזר Equals sign סימן השוויון Equanimity יישוב הדעת Equation משוואה Equation of state משוואת מצב EquationNote תבנית:סימון נוסחה EquationRef תבנית:הפניה לנוסחה Equations קטגוריה:משוואות Equations of motion משוואות תנועה Equatoguinean footballers קטגוריה:גינאה המשוונית: כדורגלנים Equatoguinean people קטגוריה:גינאה המשוונית: אישים Equatoguinean sportspeople קטגוריה:גינאה המשוונית: ספורטאים Equatoguinean women's footballers קטגוריה:גינאה המשוונית: כדורגלניות Equator קו המשווה Equatoria אקווטוריה Equatorial Guinea גינאה המשוונית Equatorial Guinea קטגוריה:גינאה המשוונית Equatorial Guinea Bata באטה Equatorial Guinea FA.png קובץ:Equatorial Guinea FA.gif Equatorial Guinea at the Olympics גינאה המשוונית במשחקים האולימפיים Equatorial Guinea national football team נבחרת גינאה המשוונית בכדורגל Equatorial Guinea women's national football team נבחרת גינאה המשוונית בכדורגל נשים Equatorial coordinate system מערכת הקואורדינטות המשוונית Equatorial mount מעמד משווני Equendil/Paris3 פריז Equestrian Statue of Marcus Aurelius מרקוס אורליוס Equestrian at the Summer Olympics רכיבה במשחקים האולימפיים Equestrian statue of Bartolomeo Colleoni אנדרטת ברטולומיאו קוליאוני Equestrian statue of Gattamelata אנדרטת ארסמו דה נרני Equestrian vaulting וולטינג Equestrianism קטגוריה:רכיבה Equestrianism רכיבה Equestrians קטגוריה:רוכבי סוסים Equicontinuity רציפות במידה אחידה Equidae סוסיים Equidae קטגוריה:סוסיים Equilateral polygon מצולע שווה-צלעות Equilateral triangle משולש שווה-צלעות Equilibrium אקוויליבריום Equine recurrent uveitis עיוורון ירח Equinoctial France צרפת המשוונית Equinox נקודת השוויון Equinumerosity קבוצות שקולות Equipartition theorem חוק החלוקה השווה Equipment קטגוריה:ציוד Equisetaceae קטגוריה:שבטבטיים Equisetales קטגוריה:שבטבטנים Equisetopsida קטגוריה:בעלי פרקים Equisetum שבטבט Equisetum telmateia שבטבט גדול Equitable Building בניין אקוויטבל Equitable Life Building בניין אקוויטבל לייף Equitan אקיטן Equites מעמד הפרשים Equity דיני היושר Equity הון עצמי Equity theory תאוריית ההוגנות Equivalence point נקודת שקילות Equivalence principle עקרון השקילות Equivalence relation יחס שקילות Equivalent airspeed מהירות אווירית מושווית Equivalent isotropically radiated power EIRP Equivocation שפה מעורפלת Equuleus סוסון Equus סוס Er ער Er-vet-en/John of Bohemia יוהאן מלוקסמבורג Era Istrefi ארה איסטרפי Eradicator המכחיד Eragon אראגון Eragon Teaser Poster 10.jpg קובץ:Eragon Poster.jpg Eragon soundtrack.jpg קובץ:Eragon soundtrack.jpg Eragrostis tef בן-חילף טף Eran Groumi ערן גרומי Eran Kolirin ערן קולירין Eran Kulik ערן קוליק Eran Levy ערן לוי Eran Preis ערן פרייס Eran Prion ערן פריאון Eran Riklis ערן ריקליס Eran Sela ערן סלע Eran Zahavi ערן זהבי Eran Zur ערן צור Eran117 משתמש:ערן117 Eranb משתמש:Eranb Eras of the Halakha תבנית:השתלשלות ההלכה Erase Me Erase Me Eraser מחק Erasmus ארסמוס Erasmus Darwin ארסמוס דרווין Erasmus Prize פרס ארסמוס Erasmus Programme תוכנית ארסמוס Erasmus of Formia ארסמוס הקדוש מאנטיוכיה Erasmusbrug גשר ארסמוס Erasure אירייז'ר Erato אראטו Erato Kozakou-Marcoullis אראטו קזאקו-מרקוליס Eratosthenes ארטוסתנס Erazem Lorbek אראזם לורבק Erb's palsy שיתוק על שם ארב Erbil ארביל Erbil Governorate ארביל Erbium ארביום Erc of Dalriada ארק מדאל ריאטה Ercan International Airport נמל התעופה הבינלאומי ארג'ן Ercolano ארקולנו Ercole del Rio ארקול דל ריו Ercsi ארצ'י Erdapfel ארדאפפל Erdenet ארדנט Erdős ארדש Erdős Prize פרס ארדש Erdős–Bacon number מספר ארדש-בייקון Erdős–Borwein constant קבוע ארדש-בורוויין Erdős–Graham problem השערת ארדש-גראהם Erdős–Straus conjecture השערת ארדש-שטראוס Erdős–Szekeres theorem משפט ארדש-סקרש Erebus ארבוס Erechtheion ארכתאון Erectile dysfunction אין-אונות Erection זקפה Erecura ארקורה Eredivisie ליגת העל ההולנדית Eredivisie teamlist תבנית:ליגת העל ההולנדית Erekle II ארקלה השני Erel Margalit אראל מרגלית Erel Segal User:Erel Segal Erel Segal אראל סג"ל Erela Golan אראלה גולן Eremenko יריומנקו Eremia Grigorescu ירמיה גריגורסקו Eremophila bignoniiflora ארמופילה ביגנונית Eren Derdiyok ארן דרדיוק Eres Holz ארז הולץ Erethizontidae קטגוריה:סמרנים Eretria ארטריה Eretz Hadasha ארץ חדשה Eretz Israel Museum מוזיאון ארץ ישראל Eretz Nehederet ארץ נהדרת Eretz Yisrael Shelanu ארץ ישראל שלנו Erev Hadash ערב חדש Erev Shel Shoshanim ערב של שושנים Erez ארז Erez Biton ארז ביטון Erez Crossing מעבר ארז Erez Edelstein ארז אדלשטיין Erez Komarovsky ארז קומרובסקי Erez Mesika ארז מסיקה Erez Tal ארז טל Erez Vigodman ארז ויגודמן Erfan Zeneli ארפן זנלי ErfgoedBot משתמש:ErfgoedBot Erfurt ארפורט Erg ארג Erg ימת חול Ergodic process ארגודיות Ergonomics קטגוריה:הנדסת אנוש Ergotamine ארגוטמין Ergotelis F.C. ארגוטליס Ergotelis F.C. players קטגוריה:כדורגלני ארגוטליס Ergotism ארגוטיזם Erhard Milch ארהרד מילך Erhard Raus ארהרד ראוס Erholungspark Marzahn גני העולם Erhu ארהו Eri Jabotinsky ערי ז'בוטינסקי Eric Adams אריק אדמס Eric Alfasi אריק אלפסי Eric Allin Cornell אריק קורנל Eric Arturo Delvalle אריק דל ואיה Eric Bailly אריק ביילי Eric Bana אריק באנה Eric Bledsoe אריק בלדסו Eric Bloodaxe מלך נורווגיה אריק הראשון Eric Bols אריק לואי בולס Eric Cantona אריק קאנטונה Eric Cantor אריק קנטור Eric Carle אריק קרל Eric Cartman אריק קרטמן Eric Clapton אריק קלפטון Eric Dane אריק דיין Eric Dier אריק דייר Eric Djemba-Djemba אריק דג'מבה-דג'מבה Eric Dolphy אריק דולפי Eric Ejiofor אריק אג'יפור Eric Erickson אריק אריקסון "האדום" Eric Fanning אריק פנינג Eric Forman אריק פורמן Eric Garcetti אריק גרסטי Eric Gerets אריק גרטס Eric Gill אריק גיל Eric Gordon אריק גורדון Eric Haakonsson אריק הוקונסון Eric Harris and Dylan Klebold אריק האריס ודילן קלבולד Eric Heiden אריק היידן Eric Hill אריק היל Eric Hobsbawm אריק הובסבאום Eric Hoffer אריק הופר Eric Holder אריק הולדר Eric I of Denmark מלך דנמרק אריק הראשון Eric II of Denmark מלך דנמרק אריק השני Eric II of Norway מלך נורווגיה אריק השני Eric III of Denmark מלך דנמרק אריק השלישי Eric IV of Denmark מלך דנמרק אריק הרביעי Eric Idle אריק איידל Eric Johnson אריק ג'ונסון Eric Johnston אריק ג'ונסטון Eric Kandel אריק קנדל Eric Knight אריק נייט Eric Lander אריק לנדר Eric Lefkofsky אריק לפקופסקי Eric Lemming אריק למינג Eric Linklater אריק לינקלייטר Eric Lively אריק לייבלי Eric Mabius אריק מביוס Eric Marshall אריק מרשל Eric Maskin אריק מסקין Eric Maxim Choupo-Moting אריק מקסים צ'ופו-מוטינג Eric McCormack אריק מקורמק Eric Moussambani אריק מוסמבאני Eric O'Grady איש הנמלה Eric Olson אריק אולסון Eric Piatkowski אריק פיאטקאוסקי Eric Pleasants אריק פלזנטס Eric Porter אריק פורטר Eric Prydz אריק פרידץ Eric Radford אריק רדפורד Eric Raymond אריק ריימונד Eric Roberts אריק רוברטס Eric Rosenblith אריק רוזנבליט Eric Roth אריק רות' Eric Saade אריק סעדה Eric Schlosser אריק שלוסר Eric Schmidt אריק שמידט Eric Shanteau אריק שנטו Eric Shinseki אריק שינסקי Eric Snow אריק סנואו Eric Stoltz אריק סטולץ Eric Stonestreet אריק סטונסטריט Eric Temple Bell אריק טמפל בל Eric V of Denmark מלך דנמרק אריק החמישי Eric VI of Denmark מלך דנמרק אריק השישי Eric Van Lustbader אריק ואן לוסטבאדר Eric Whitacre אריק וייטאקר Eric Wolf אריק וולף Eric XIV of Sweden מלך שוודיה אריק הארבעה עשר Eric abiog משתמש:Eric abiog Eric and Eric מלך שוודיה אריק סטנקילסון Eric of Pomerania אריק מפומרניה Eric the Victorious אריק המנצח Erica אברש Erica Durance אריקה דוראנס Ericaceae אברשיים Ericaceae קטגוריה:אברשיים Ericales אברשאים Ericales קטגוריה:אברשאים Ericblitzen/sandbox פליט פוקסס Erich Abraham אריך אברהם Erich Auerbach אריך אוארבך Erich Bauer אריך באואר Erich Brandenberger אריך ברנדנברגר Erich Cohn אריך קון Erich Eliskases אריך אליסקסיס Erich Fellgiebel אריך פלגיבל Erich Fried אריך פריד Erich Fromm אריך פרום Erich Fuchs אריך פוקס Erich Gamma אריך גמא Erich Glas ערי גלאס Erich Hartmann אריך הרטמן Erich Hoepner אריך הפנר Erich Honecker אריך הונקר Erich Kleiber אריך קלייבר Erich Klibansky מנחם אריך קליבנסקי Erich Koch אריך קוך Erich Kulka אריך קולקה Erich Kunzel אריך קונצל Erich Kästner אריך קסטנר Erich Leinsdorf אריך ליינסדורף Erich Ludendorff אריך לודנדורף Erich Marcks אריך מרקס Erich Maria Remarque אריך מריה רמרק Erich Mendelsohn אריך מנדלסון Erich Mendelsohn buildings קטגוריה:אריך מנדלסון Erich Mielke אריך מילקה Erich Muhsfeldt אריך מוספלדט Erich Mühsam אריך מיזם Erich Neumann אריך נוימן Erich Pommer אריך פומר Erich Priebke אריך פריבקה Erich Raeder אריך רדר Erich Ribbeck אריך ריבק Erich Schmid אריך שמיד Erich Schmidt אריך שמידט Erich Segal אריך סגל Erich Walter Sternberg אריך ולטר שטרנברג Erich Wolfgang Korngold אריך וולפגנג קורנגולד Erich von Drygalski אריך פון דריגאלסקי Erich von Däniken אריך פון דניקן Erich von Falkenhayn אריך פון פאלקנהיין Erich von Gündell אריך פון גינדל Erich von Manstein אריך פון מאנשטיין Erich von Stroheim אריך פון שטרוהיים Erich von dem Bach-Zelewski אריך פון דם באך-צלבסקי Erich-Heinrich Clößner אריך-היינריך קלסנר Erick Barrondo אריק בארונדו Erick Dampier אריק דמפיר Ericorbit תבנית:משתמש מפעיל מערכת Ericsson אריקסון Eridanus ארידנוס Eridanus קטגוריה:קבוצת הכוכבים ארידנוס Eridu ארידו Erie BayHawks אירי בייהוקס Erie Canal תעלת אירי Erigeron bonariensis קייצת מסולסלת Erih Koš אריך קוש Erik Andersen אריק אנדרסן Erik Axel Karlfeldt אריק אקסל קרלפלט Erik Christian Haugaard אריק הוגארד Erik Daniels אריק דניאלס Erik Durm אריק דורם Erik Erikson אריק אריקסון Erik Heinrichs אריק היינריקס Erik Jan Hanussen אריק יאן הנוסן Erik Lundin אריק לונדין Erik Nevland אריק נבלנד Erik Satie אריק סאטי Erik Spoelstra אריק ספולסטרה Erik Verlinde אריק ורלינד Erik the Red איריק טורבלדסון Erik the Red אריק האדום Erika אריקה Erika Mann אריקה מאן Erika Timm אריקה טים Erika Zuchold אריקה צוכולד Erikson's stages of psychosocial development תאוריית השלבים של אריקסון Erin ארין Erin Breen/sandbox מנהיגות Erin Brockovich ארין ברוקוביץ' Erin Daniels ארין דניאלס Erin Moran ארין מורן Erin Pizzey ארין פיצי Erin Popovich ארין פופוביץ' Erinaceidae קיפודיים Erinaceus קיפוד Erinome ארינומה Erinyes אריניה Eris אריס Eristalinus taeniops רקבן מפוספס Eristalis tenax רקבן הבוץ Eristavi אריסתווי Erithacus אדומי החזה Eritrea אריתריאה Eritrea קטגוריה:אריתריאה Eritrea Keren קרן Eritrea at the Olympics אריתריאה במשחקים האולימפיים Eritrea national football team נבחרת אריתריאה בכדורגל Eritrea templates קטגוריה:תבניות ניווט - אריתריאה Eritrean Liberation Front החזית לשחרור אריתריאה Eritrean Orthodox Tewahedo Church קטגוריה:הכנסייה האריתראית האורתודוקסית Eritrean People's Liberation Front החזית העממית לשחרור אריתריאה Eritrean War of Independence מלחמת העצמאות של אריתריאה Eritrean cuisine קטגוריה:המטבח האריתריאי Eritrean culture קטגוריה:אריתריאה: תרבות Eritrean footballers קטגוריה:כדורגלנים אריתריאים Eritrean nakfa נאקפה Eritrean people קטגוריה:אריתריאים Eritrean politicians קטגוריה:פוליטיקאים אריתריאים Eritrean society קטגוריה:החברה האריתריאית Eritrea–Israel relations יחסי אריתריאה-ישראל Erki Nool ארקי נול Erkki-Sven Tüür ארקי-סוון טיור Erland Samuel Bring ארלנד ברינג Erlang distribution התפלגות ארלנג Erlangen ארלנגן Erlanger ארלנגר Erlau חסידות ערלוי Erle Stanley Gardner ארל סטנלי גרדנר Erlenmeyer flask ארלנמייר Erlotinib טרסבה Ermengarde de Beaumont ארמנגארד דה בומון Ermera District ארמרה Ermine ארמין Ermioni ארמיוני Ermir Lenjani ארמיר לניאני Ermis Aradippou players קטגוריה:כדורגלני ארמיס ארדיפו Erna Solberg ארנה סולברג Ernani ארנאני Ernest & Celestine ארנסט וסלסטין Ernest Ansermet ארנסט אנסרמה Ernest Arthur Gardner ארנסט ארתור גרדנר Ernest Becker ארנסט בקר Ernest Benjamin לוי בנימין Ernest Bevin ארנסט בווין Ernest Bloch ארנסט בלוך Ernest Borgnine ארנסט בורגניין Ernest Boulanger ארנסט בולאנז'ה Ernest Chausson ארנסט שוסון Ernest Flagg ארנסט פלאג Ernest Gellner ארנסט גלנר Ernest Godward ארנסט גודוורד Ernest Hemingway ארנסט המינגוויי Ernest Hemingway קטגוריה:ארנסט המינגוויי Ernest Hemingway House בית ארנסט המינגוויי Ernest Joyce ארנסט ג'ויס Ernest King ארנסט קינג Ernest Klein ארנסט לודוויג קליין Ernest Klein ארנסט קליין Ernest Lawrence ארנסט לורנס Ernest MacMillan ארנסט מקמילן Ernest Mandel ארנסט מנדל Ernest Mangnall ארנסט מנגנול Ernest Martin Jehan פעולת 15 באוגוסט 1915 Ernest Moniz ארנסט מוניז Ernest Renan ארנסט רנן Ernest Reyer ארנסט רייר Ernest Richmond ארנסט ריצ'מונד Ernest Rutherford ארנסט רתרפורד Ernest Schelling ארנסט שלינג Ernest Shackleton ארנסט שקלטון Ernest Tidyman ארנסט טידמן Ernest Urdăreanu ארנסט אורדראנו Ernest Williamson ארנסט ויליאמסון Ernest de Sarzec ארנסט דה סרזק Ernest von Koerber ארנסט פון קרבר Ernest-François Mallard פרנסואה ארנסט מאלאר Ernestine Rose ארנסטינה לואיזה פוטובסקי רוז Ernesto Farías ארנסטו פאריאס Ernesto Geisel ארנסטו גייזל Ernesto Köhler ארנסטו קהלר Ernesto Mombelli ארנסטו מומבלי Ernesto Nathan ארנסטו נתן Ernesto Sabato ארנסטו סאבטו Ernesto Samper ארנסטו סמפר Ernesto Teodoro Moneta ארנסטו תאודורו מונטה Ernesto Valverde ארנסטו ואלוורדה Ernesto Zedillo ארנסטו סדייו Ernie Grunfeld ארני גרונפלד Ernie Pyle ארני פייל Ernst ארנסט Ernst & Young ארנסט אנד יאנג Ernst Abbe ארנסט אבה Ernst Barlach ארנסט ברלך Ernst Biberstein ארנסט ביברשטיין Ernst Bloch ארנסט בלוך Ernst Boepple ארנסט בופל Ernst Boris Chain ארנסט בוריס צ'יין Ernst Busch ארנסט בוש Ernst Cassirer ארנסט קסירר Ernst David Bergmann ארנסט דוד ברגמן Ernst Eulenburg ארנסט אוילנבורג Ernst Falkbeer ארנסט פלקבר Ernst Fehr ארנסט פהר Ernst Flechsig ארנסט פלקזיג Ernst Gideon von Laudon ארנסט גדעון פון לאודון Ernst Gombrich ארנסט גומבריך Ernst Grünfeld ארנסט גרינפלד Ernst Haeckel ארנסט הקל Ernst Hanfstaengl ארנסט האנפשטנגל Ernst Happel ארנסט האפל Ernst Heinrich Weber ארנסט היינריך ובר Ernst Herzfeld ארנסט הרצפלד Ernst Hoffmann ארנסט הופמן Ernst Hoppenberg ארנסט הופנברג Ernst Johann Schmitz ארנסט שמיץ Ernst Johann von Biron ארנסט בירון Ernst Jünger ארנסט יונגר Ernst Kaltenbrunner ארנסט קלטנברונר Ernst Kitzinger ארנסט קיצינגר Ernst Krenek ארנסט קרנק Ernst Krieck ארנסט קריק Ernst Kummer ארנסט קומר Ernst Kunwald ארנסט קונוואלד Ernst Linder ארנסט לינדר Ernst Lissauer ארנסט ליסאואר Ernst Lubitsch ארנסט לוביטש Ernst Mach ארנסט מאך Ernst Mayr ארנסט מאייר Ernst Molden ארנסט מולדן Ernst Moritz Hess ארנסט הס Ernst Peymann ארנסט פיימן Ernst Remak ארנסט רימק Ernst Ruska ארנסט רוסקה Ernst Röhm ארנסט רהם Ernst Schröder ארנסט שרדר Ernst Sellin ארנסט זלין Ernst Simon עקיבא ארנסט סימון Ernst Stavro Blofeld ארנסט סטאברו בלופלד Ernst Thälmann ארנסט תלמאן Ernst Toch ארנסט טוך Ernst Toller ארנסט טולר Ernst Udet ארנסט אודט Ernst Uhrlau ארנסט אורלאו Ernst Weiss ארנסט וייס Ernst Wigforss ארנסט ויגפורס Ernst Wilhelm Bohle ארנסט וילהלם בוהלה Ernst Wollweber ארנסט וולוובר Ernst Zermelo ארנסט צרמלו Ernst Zündel ארנסט צינדל Ernst vom Rath ארנסט פום ראט Ernst von Schuch ארנסט פון שוך Ernst von Siemens Music Prize פרס ארנסט פון סימנס Ernst-Happel-Stadion אצטדיון ארנסט האפל Ernst-Robert Grawitz ארנסט רוברט גרוויץ Ernő Dohnányi ארנסט פון דוהנאני Ernő Goldfinger ארנו גולדפינגר Ernő Goldfinger buildings קטגוריה:ארנו גולדפינגר Ernő Rubik ארנו רוביק Erodium מקור חסידה EronMain/testing ליל הבדולח Erongo Region ארונגו Eros ארוס Eros Ramazzotti ארוס רמאצוטי Erosion סחיפה Erotic asphyxiation חנק ארוטי Erotic films קטגוריה:סרטים ארוטיים Erotic massage עיסוי ארוטי Erotic thriller films קטגוריה:סרטי מותחן אירוטיים Erotica Erotica Erotica ארוטיקה Erotomania תסמונת דה קלרמבו Errachidia א-רשידיה Erratum אראטה Erreway ארווי Erreway: 4 caminos המורדים: המסע אל החלום Erri De Luca ארי דה לוקה Errico Malatesta אריקו מלטסטה Errico Petrella אריקו פטרלה Erridupizir ארידופיזיר Errol Flynn ארול פלין Errol Morris ארול מוריס Error קטגוריה:טעויות Error שגיאה Error detection and correction קוד תיקון שגיאות Error detection and correction קטגוריה:קודים לאיתור שגיאות ולתיקונן Error function פונקציית השגיאה Erró ארו Ersan İlyasova ארסאן אילייסובה Erskine Hamilton Childers ארסקין המילטון צ'ילדרס Erstfeld ארסטפלד Erta Ale ארטה אלה Ertharin Cousin ארת'ארין קאזן Ertra Ertra Ertra המנון אריתריאה Ertso-Tianeti ארצו-תיאנתי Ertuğrul ארטואורול Eru Ilúvatar אילובטר Eruca sativa בן-חרדל מצוי Eruption column עמוד התפרצות Eruption of Mount Vesuvius in 79 התפרצות הר הגעש וזוב Erusin קידושין Eruv עירוב Eruv tavshilin עירוב תבשילין Eruv techumin עירוב תחומין Eruvin מסכת עירובין Ervin Skela ארווין סקלה Erving Goffman ארווינג גופמן Ervinka ארבינקא Erwin Jaenecke ארווין ינקה Erwin Lambert ארווין למברט Erwin Panofsky ארווין פנופסקי Erwin Piscator ארווין פיסקטור Erwin Plein Nemmers Prize in Economics פרס נמרס לכלכלה Erwin Rommel ארווין רומל Erwin Schrödinger ארווין שרדינגר Erwin Schulhoff ארווין שולהוף Erwin Vandenbergh ארווין ונדנברג Erwin Voellmy ארוין וולמי Erwin von Lahousen ארווין פון לאהוסן Erwin von Witzleben ארווין פון ויצלבן Erwin85Bot משתמש:Erwin85Bot Erykah Badu אריקה באדו Erysimum אריסימון Erysipelas שושנה Erythritol אריתריטול Erythrocyte sedimentation rate שקיעת דם Erythromycin אריתרומיצין Erythropoiesis אריתרופויזה Erythropoietin אריתרופויאטין Erythroxylum coca קוקה Eryx jaculus חנק משריץ Erzincan ארזינג'אן Erzurum ארזורום Erzurum Congress ועידת ארזורום Erzurum Offensive מתקפת ארזורום Erzurum Province ארזורום Eržvilkas ארז'וויליק Es Skhul מערת הגדי EsB משתמש:EsB Esa-Pekka Salonen אסה-פקה סאלונן Esagila מקדש אסגילה Esarhaddon אסרחדון Esau עשו Esau קטגוריה:עשו Esbjerg אסביירג Esbjerg fB אסביירג Esbjörn Svensson Trio שלישיית אסביורן סוונסון Escalante River אסקלנטה Escalator דרגנוע Escape Plan תוכנית בריחה Escape from Alcatraz הבריחה מאלקטרז Escape from Monkey Island אי הקופים 4: הבריחה מאי הקופים Escape from New York הבריחה מניו יורק Escape from Planet Earth הבריחה מכדור הארץ Escape from Sobibor הבריחה מסוביבור Escape room חדר בריחה Escape the Fate Escape the Fate Escape velocity מהירות מילוט Escape! בריחה Escape: Human Cargo הבריחה מערב הסעודית Escapes קטגוריה:בריחות מכליאה Escapism אסקפיזם Escarbot משתמש:Escarbot Escargot אסקרגו Eschatology אסכטולוגיה Eschatology קטגוריה:אסכטולוגיה Eschen אשן Escherichia coli Escherichia coli Eschrichtiidae לווייתנים אפורים Eschscholzia californica פרג קליפורניה Eschweiler אשוויילר Escitalopram אסציטלופרם Escolania de Montserrat ל'אסקולניה Escopetarra אסקופטרה Escrava Anastacia אסקרבה אנסטסיה Escrow חשבון השלשה Escutcheon מגן Esenboğa International Airport נמל התעופה הבינלאומי אנקרה אסנבואה Esenler Bus Terminus תחנת האוטובוסים המרכזית של איסטנבול Esfandiar Rahim Mashaei אספנדיאר רחים משאי Esh Kodesh מאחזים#אש קודש Esh77 User:Esh77 Eshbal אשבל Eshbol אשבול Eshel אשל Eshel HaNasi אשל הנשיא Eshhar אשחר Eshkol אשכול Eshkol National Park גן לאומי אשכול Eshkol Nevo אשכול נבו Eshkol Power Station תחנת הכוח אשכול Eshkol Regional Council מועצה אזורית אשכול Eshkol Regional Council קטגוריה:מועצה אזורית אשכול Eshkol Regional Council תבנית:מועצה אזורית אשכול Eshkol-Wachman movement notation כתב התנועה אשכול-וכמן Eshkolot אשכולות Eshmunazar II sarcophagus הסרקופג של אשמונעזר השני Eshnunna אשנונה Eshtaol אשתאול Eshtaol Forest יער אשתאול Eshtemoa אשתמוע Eshtemoa synagogue א-סמוע Esino Lario אזינו לאריו Esjan אסיאן Eskender קיסר אתיופיה אסכנדר Esker אסקר Eskimo אסקימו Eskimo kissing נשיקה אסקימואית Eskişehir אסקישהיר Eskişehir Basket אולין אדירנה Eskişehirspor footballers קטגוריה:כדורגלני אסקישהירספור Esmeralda אסמרלדה Esmolol אסמולול Esna איסנא Esociformes זאבי נהר Esophageal arteries ענפי הוושט Esophageal cancer סרטן הוושט Esophageal disease מחלות ופתולוגיות של הוושט Esophagitis דלקות הוושט Esophagogastroduodenoscopy גסטרוסקופיה Esophagus ושט Esotericism קטגוריה:תורת הנסתר Esox זאבי נהרות Espace Dalí מתחם דאלי Espagnole sauce רוטב אספניול Espen Baardsen אספן בארדסן Esperantists קטגוריה:אספרנטיסטים Esperanto אספרנטו Esperanto קטגוריה:אספרנטו Esperanto Wikipedia ויקיפדיה האספרנטית Esperanza Base בסיס אספרנסה Esperanza Spalding אספרנסה ספולדינג Esperanza mía אספרנסה Esphyr Slobodkina אספיר סלובודקינה Espionage קטגוריה:ביון Espionage ריגול Espionage scandals and incidents קטגוריה:פרשיות ריגול Esplanade טיילת Espoo אספו Espor/sandbox בולגרים Esporte Clube Bahia באהיה Esporte Clube Bahia players קטגוריה:כדורגלני באהיה Esporte Clube Vitória players קטגוריה:כדורגלני ויטוריה Espresso אספרסו Espresso machine מכונת אספרסו Espírito Santo אספיריטו סאנטו Espírito Santo קטגוריה:אספיריטו סאנטו Espírito Santo Muniz Freire מוניז פראיר Espírito Santo Vitória ויטוריה Esquel אסקל Esquiline Hill גבעת אסקווילינו Esquiline Venus ונוס אסקווילינו Esquilino אסקווילינו Esquire אסקווייר Esri Esri Essam Sharaf עיסאם שרף Essaouira אסואירה Essay מסה Essay of Dramatick Poesie מסה על השירה הדרמטית Essayists קטגוריה:מסאים Essays מסות Essays קטגוריה:מסות Essaïd Belkalem אסעיד בלקאלם Essen אסן Essence מהות Essenes איסיים Essential extension תת-מודול גדול Essential nutrient אבות המזון Essential oil שמן אתרי Essential oils קטגוריה:שמנים אתריים Essential thrombocytosis תרומבוציטמיה ראשונית Essentialism מהותנות Essequibo River אסקיבו Esser אסר Essex אסקס Essex קטגוריה:אסקס Essex monarchs תבנית:מלכי אסקס Esslingen am Neckar אסלינגן אם נקר Establishing shot שוט מכונן Estadi Montilivi אצטדיון מונטיליווי Estadi Olímpic Lluís Companys האצטדיון האולימפי ליואיס קומפאניס Estadio Azteca אצטדיון האצטקה Estadio Centenario אצטדיון סנטנאריו Estadio Diego Armando Maradona אצטדיון דייגו ארמנדו מראדונה Estadio El Madrigal אצטדיון אל מדריגל Estadio La Peineta האצטדיון האולימפי Estadio Libertadores de América אצטדיון ליברטדורס דה אמריקה Estadio Monumental Antonio Vespucio Liberti אצטדיון אנטוניו וספוצ'יו ליברטי Estadio Nacional Julio Martínez Prádanos האצטדיון הלאומי של צ'ילה Estadio Olímpico Universitario האצטדיון האוניברסיטאי האולימפי Estadio Presidente Juan Domingo Perón אצטדיון חואן דומינגו פרון Estadio Ramón Sánchez Pizjuán אצטדיון רמון סאנצ'ס פיחואן Estadio Riazor אצטדיון ריאסור Estanislau Basora אסטניסלאו באזורה Estates General אספת המעמדות Estates of the realm קורפורציה Estates-General of 1789 אסיפת המעמדות של 1789 Esteban Batista אסטבן באטיסטה Esteban Cambiasso אסטבן קמביאסו Esteban Granero אסטבן גראנרו Esteban Vigo אסטבן ויגו Esteghlal F.C. players קטגוריה:כדורגלני אסתקלאל טהרן Estella Agsteribbe סטלה בליץ-אגסטריבה Estelle Getty אסטל גטי Estelle Parsons אסטל פרסונס Ester אסטר Ester Boserup אסתר בוסרופ Ester Rachel Kamińska אסתר רחל קמינסקה Ester Rada אסתר רדא Ester Samuel-Cahn אסתר סמואל-כהן Esterházy אסטרהאזי Esterházy torte טורט אסטרהאזי Esterina Tartman אסתרינה טרטמן Esterka אסתרקה Esteve Rabat טיטו רבאט Esther אסתר Esther Brand אסתר ברנד Esther Béjarano אסתר בז'רנו Esther Duflo אסתר דופלו Esther Hall אסתר הול Esther Handali אסתר קירה Esther Hayut אסתר חיות Esther Herlitz אסתר הרליץ Esther Kreitman אסתר קרייטמן Esther Levit אסתר לויט Esther Nisenthal Krinitz אסתר ניזנטל קריניץ Esther Ofarim אסתר עופרים Esther Raab אסתר ראב Esther Rabbah אסתר רבה Esther Raziel-Naor אסתר רזיאל-נאור Esther Roth-Shahamorov אסתר רוט-שחמורוב Esther Salmovitz אסתר סלמוביץ Esther Schapira אסתר שפירא Esther Streit-Wurzel אסתר שטרייט-וורצל Esther Vergeer אסתר פרחיר Esther Vilenska אסתר וילנסקה Esther Williams אסתר ויליאמס Esther and the King אסתר והמלך Esti Ginzburg אסתי גינזבורג Esti HaMekho'eret אסתי המכוערת Esti Mamo אסתי ממו Estimation theory אמידה Estonia אסטוניה Estonia קטגוריה:אסטוניה Estonia Defence Forces כוחות ההגנה של אסטוניה Estonia Valga ולגה Estonia at the Olympics אסטוניה במשחקים האולימפיים Estonia at the Paralympics אסטוניה במשחקים הפאראלימפיים Estonia in World War II קטגוריה:אסטוניה במלחמת העולם השנייה Estonia in the Eurovision Song Contest אסטוניה באירוויזיון Estonia men's national basketball team נבחרת אסטוניה בכדורסל Estonia national football team נבחרת אסטוניה בכדורגל Estonia templates קטגוריה:תבניות ניווט - אסטוניה Estonian Air אסטוניאן אייר Estonian Internal Security Service משטרת הביטחון של אסטוניה Estonian Jews קטגוריה:יהודים אסטונים Estonian Righteous Among the Nations קטגוריה:אסטונים חסידי אומות העולם Estonian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית של אסטוניה Estonian artists קטגוריה:אמנים אסטונים Estonian athletes קטגוריה:אתלטים אסטונים Estonian chess players קטגוריה:שחמטאים אסטונים Estonian coats of arms קטגוריה:אסטוניה: סמלים Estonian composers קטגוריה:מלחינים אסטוניים Estonian conductors קטגוריה:מנצחים אסטונים Estonian culture קטגוריה:אסטוניה: תרבות Estonian female models קטגוריה:דוגמניות אסטוניות Estonian football managers קטגוריה:מאמני כדורגל אסטונים Estonian footballers קטגוריה:כדורגלנים אסטונים Estonian kroon קרון אסטוני Estonian language אסטונית Estonian music קטגוריה:מוזיקה אסטונית Estonian musicians קטגוריה:מוזיקאים אסטונים Estonian painters קטגוריה:ציירים אסטונים Estonian people קטגוריה:אסטונים Estonian poets קטגוריה:משוררים אסטונים Estonian politicians קטגוריה:פוליטיקאים אסטונים Estonian sportspeople קטגוריה:ספורטאים אסטונים Estonian writers קטגוריה:סופרים אסטונים Estonians אסטונים Estoppel השתק Estradiol אסטרדיול Estrildid finch אסטרילדיים Estrildidae קטגוריה:אסטרילדיים Estrildis אסטרילדיס Estriol אסטריול Estrogen אסטרוגן Estrous cycle ייחום Estuary שפך נהר Estudiantes אסטודיאנטס Estudiantes de La Plata אסטודיאנטס לה פלאטה Estudiantes de La Plata footballers קטגוריה:כדורגלני אסטודיאנטס לה פלאטה Estudiantes de La Plata managers קטגוריה:מאמני אסטודיאנטס לה פלאטה Estádio Beira-Rio אצטדיון באירה ריו Estádio José Alvalade אצטדיון ז'וזה אלבלדה Estádio Nacional Mané Garrincha האצטדיון הלאומי של ברזיליה Estádio Olímpico João Havelange אנז'ניאו Estádio São Januário אצטדיון סאו ז'נואריו Estádio da Luz אצטדיון האור Estádio do Dragão אצטדיון הדרגאו Estádio do Morumbi מורומבי Estée Lauder אסתי לאודר Estêvão da Gama אשטבאו דה גאמה Eszter Hargittai אסתר הרגיטאי Esztergom אסטרגום Et'hem Bey Mosque מסגד אטהם ביי Eta אטא Eta Aquariids אטא-אקוורידים Eta Carinae אטא קארינה Eta Ursae Majoris אלקאיד Etai Pinkas איתי פנקס Etaicq משתמש:ספקן Etan Cohen איתן כהן Etching תצריב Eteacher Group Eteacher Eteocles אטאוקלס Eternal Devastation Eternal Devastation Eternal Peace Treaty of 1686 הסכם שלום 1686 Eternal President of the Republic הנשיא הנצחי של הרפובליקה Eternal September ספטמבר שלא נגמר Eternal Sunshine of the Spotless Mind שמש נצחית בראש צלול Eternal flame אש תמיד Eternity נצח Etgar Keret אתגר קרת Etham איתם Ethan איתן האזרחי Ethan Hawke אית'ן הוק Ethan Hunt אית'ן האנט Ethan Phillips אית'ן פיליפס Ethan Stiefel איתן סטיפל Ethan Van Sciver אית'ן ואן סקייבר Ethane אתאן Ethanethiol אתאנתיול Ethanol אתנול Ethanol fermentation תסיסה כהלית Ethel Catherwood אתל קתרווד Ethel Kennedy אתל קנדי Ethel Lackie אתל לאקי Ethel Merman אתל מרמן Ethel Smith אתל סמית' Ethelda Bleibtrey אתלדה בלייבטריי Ether אתר Ethernet Ethernet Ethernet hub רכזת Ethernet over twisted pair 10BASE-T Ethical banking בנק אתי Ethical code קוד אתי Ethical egoism אגואיזם אתי Ethical subjectivism סובייקטיביזם מוסרי Ethical will צוואה Ethics אתיקה Ethics פילוסופיה של המוסר Ethics קטגוריה:אתיקה Ethics תורת המידות Ethidium bromide אתידיום ברומיד Ethio-Djibouti Railways מסילת אדיס אבבה-ג'יבוטי Ethiopia אתיופיה Ethiopia קטגוריה:אתיופיה Ethiopia Bale Province מחוז בלה Ethiopia Dallol דללול Ethiopia FA.png קובץ:Ethiopia FA.gif Ethiopia Shire שירה Ethiopia at the Olympics אתיופיה במשחקים האולימפיים Ethiopia at the Paralympics אתיופיה במשחקים הפאראלימפיים Ethiopia national football team נבחרת אתיופיה בכדורגל Ethiopia templates קטגוריה:תבניות ניווט - אתיופיה Ethiopian Airlines אתיופיאן איירליינס Ethiopian Airlines קטגוריה:אתיופיאן איירליינס Ethiopian Airlines Flight 702 טיסה 702 של אתיופיאן איירליינס Ethiopian Airlines Flight 961 טיסה 961 של אתיופיאן איירליינס Ethiopian Civil War מלחמת האזרחים האתיופית Ethiopian Civil War קטגוריה:מלחמת האזרחים האתיופית Ethiopian Democratic Party האיחוד הדמוקרטי-אתיופי Ethiopian Democratic Unity Party האיחוד הדמוקרטי-אתיופי Ethiopian Empire האימפריה האתיופית Ethiopian Highlands הרמה האתיופית Ethiopian Jews קטגוריה:יהודים אתיופים Ethiopian Jews in Israel יהודים ישראלים יוצאי אתיופיה Ethiopian Orthodox Tewahedo Church הכנסייה האתיופית האורתודוקסית Ethiopian Orthodox Tewahedo Church קטגוריה:הכנסייה האתיופית האורתודוקסית Ethiopian People's Revolutionary Democratic Front החזית העממית הדמוקרטית המהפכנית האתיופית Ethiopian People's Revolutionary Party המפלגה העממית-מהפכנית האתיופית Ethiopian Semitic languages קטגוריה:שפות אתיו-שמיות Ethiopian Semitic languages שפות אתיו-שמיות Ethiopian aristocratic and court titles תוארי אצולה אתיופיים Ethiopian athletes קטגוריה:אתלטים אתיופים Ethiopian calendar לוח השנה האתיופי Ethiopian clergy קטגוריה:אנשי דת אתיופים Ethiopian cuisine המטבח האתיופי Ethiopian cuisine קטגוריה:המטבח האתיופי Ethiopian culture קטגוריה:אתיופיה: תרבות Ethiopian dwarf mongoose נמייה ננסית אתיופית Ethiopian eunuch הסריס הכושי Ethiopian literature קטגוריה:ספרות אתיופית Ethiopian long-distance runners קטגוריה:רצים אתיופים למרחקים ארוכים Ethiopian marathon runners קטגוריה:רצי מרתון אתיופים Ethiopian military personnel קטגוריה:אנשי צבא אתיופים Ethiopian musicians קטגוריה:מוזיקאים אתיופים Ethiopian nobility קטגוריה:אתיופיה: אצולה Ethiopian orchestras קטגוריה:תזמורות אתיופיות Ethiopian people קטגוריה:אתיופים Ethiopian people by occupation קטגוריה:אתיופים לפי מקצוע Ethiopian politicians קטגוריה:פוליטיקאים אתיופים Ethiopian saints קטגוריה:קדושים אתיופים Ethiopian society קטגוריה:החברה האתיופית Ethiopian sportspeople קטגוריה:ספורטאים אתיופים Ethiopian wolf זאב חבשי Ethiopia–Israel relations יחסי אתיופיה-ישראל Ethiopia–Qatar relations יחסי אתיופיה-קטר Ethmoid bone עצם הכברה Ethnarch אתנארך Ethnic cleansing טיהור אתני Ethnic cleansing of Circassians גלות הצ'רקסים Ethnic conflict סכסוך אתני Ethnic flags קטגוריה:דגלים אתניים Ethnic group אתניות Ethnic groups קטגוריה:קבוצות אתניות Ethnic groups in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: דמוגרפיה Ethnic groups in Burundi קטגוריה:בורונדי: דמוגרפיה Ethnic groups in Chile קטגוריה:צ'ילה: דמוגרפיה Ethnic groups in Croatia קטגוריה:קרואטיה: דמוגרפיה Ethnic groups in Dagestan קטגוריה:קבוצות אתניות בדאגסטן Ethnic groups in Eritrea קטגוריה:קבוצות אתניות באריתריאה Ethnic groups in Ethiopia קטגוריה:עמי אתיופיה Ethnic groups in Georgia קטגוריה:עמים בגאורגיה Ethnic groups in Guatemala קטגוריה:גואטמלה: דמוגרפיה Ethnic groups in Hungary קטגוריה:הונגריה: דמוגרפיה Ethnic groups in Israel קטגוריה:קבוצות בחברה הישראלית Ethnic groups in Laos קטגוריה:לאוס: דמוגרפיה Ethnic groups in Macedonia קטגוריה:מקדוניה: דמוגרפיה Ethnic groups in Malaysia קטגוריה:מלזיה: דמוגרפיה Ethnic groups in Myanmar קטגוריה:מיאנמר: דמוגרפיה Ethnic groups in Oceania קטגוריה:עמי אוסטרליה ואוקיאניה Ethnic groups in Romania קטגוריה:רומניה: דמוגרפיה Ethnic groups in Spain קטגוריה:ספרד: דמוגרפיה Ethnic groups in Sudan קטגוריה:קבוצות אתניות בסודאן Ethnic groups in Syria קטגוריה:סוריה: דמוגרפיה Ethnic groups in Taiwan קטגוריה:הרפובליקה הסינית: דמוגרפיה Ethnic groups in the Czech Republic קטגוריה:צ'כיה: דמוגרפיה Ethnic groups in the Netherlands קטגוריה:הולנד: דמוגרפיה Ethnicity קטגוריה:אתניות Ethnicity user templates קטגוריה:ויקיפדיה - משתמש - מוצא אתני Ethnikos Achna FC אתניקוס אחנס Ethnikos Achna FC players קטגוריה:כדורגלני אתניקוס אחנס Ethnix אתניX Ethnobiology אתנוביולוגיה Ethnobotany אתנובוטניקה Ethnocentrism אתנוצנטריות Ethnocracy אתנוקרטיה Ethnographic groups of people from Georgia קטגוריה:עמים גאורגיים Ethnographic museums קטגוריה:מוזיאונים אתנוגרפיים Ethnography אתנוגרפיה Ethnography קטגוריה:אתנוגרפיה Ethnolect אתנולקט Ethnological Museum of Berlin המוזיאון האתנולוגי Ethnology אתנולוגיה Ethnology קטגוריה:אתנולוגיה Ethnomethodology אתנומתודולוגיה Ethnomusicologists קטגוריה:אתנומוזיקולוגים Ethnomusicology אתנומוזיקולוגיה Ethnomusicology קטגוריה:אתנומוזיקולוגיה Ethnopoetics אתנופואטיקה Ethology אתולוגיה Ethology קטגוריה:התנהגות בעלי חיים Ethos אתוס Ethylene אתן Ethylene glycol אתילן גליקול Eti Livni אתי לבני Etienne Debel אטיין דבל Etienne Saqr אטיין סאקר Etihad Airways איתיחאד איירווייז Etiology אטיולוגיה Etiquette ויקיפדיה:כללי התנהגות בין חברי הקהילה Etiquette נימוסים Etiquette קטגוריה:נימוסים Etiquette in technology נטיקה Etixx–Quick-Step אטיקס-קוויק סטפ Eton College איטון קולג' Etoumbi אטומבי Etrit Berisha אטריט בארישה Etrog אתרוג Etropole אטרופולה Etruria אטרוריה Etruscan art אמנות אטרוסקית Etruscan art קטגוריה:אמנות אטרוסקית Etruscan civilization אטרוסקים Etruscan gods קטגוריה:אלים אטרוסקים Etruscan shrew חדף זעיר Etruscans קטגוריה:אטרוסקים Etsy Etsy Etta Angell Wheeler אטה אנג'ל וילר Etta James אטה ג'יימס Etti Ankri אתי אנקרי Ettinger אטינגר Ettore Bugatti אטורה בוגאטי Ettore Majorana אטורה מיורנה Ettore Messina אטורה מסינה Ettore Scola אטורה סקולה Ettringite אטרינגיט Etty Hillesum אתי הילסום Etymology אטימולוגיה Etymology קטגוריה:אטימולוגיה Etz Chaim עץ החיים Etz Chaim Yeshiva ישיבת עץ חיים Etz Efraim עץ אפרים Etz Hayim עץ החיים Etzion עציון Etzioni Brigade חטיבת עציוני Eu icon תבנית:בסקית Eu2828/sandbox אכלני יתר אנונימיים EuResist EuResist Euanthe יואנתה Euarchontoglires אאורצונטיים Eublepharidae אובלפריים Euboea אביה Eucalyptus אקליפטוס Eucalyptus קטגוריה:אקליפטוס Eucalyptus abdita אקליפטוס אבדיטה Eucalyptus acaciiformis אקליפטוס אקסיאיפורמיס Eucalyptus camaldulensis אקליפטוס המקור Eucalyptus deglupta אקליפטוס האיים Eucalyptus leucoxylon אקליפטוס בהיר קליפה Eucalyptus salmonophloia אקליפטוס ורוד קליפה Eucalyptus sideroxylon אקליפטוס כהה קליפה Eucalyptus staigeriana אקליפטוס סטיגריאנה Eucalyptus todtiana אקליפטוס טודטיאנה Eucleidas אאוקלידס Eucleides אוקלידס Euclid אוקלידס Euclid קטגוריה:אוקלידס Euclid's Elements יסודות Euclid's lemma הלמה של אוקלידס Euclid's theorem קיומם של אינסוף מספרים ראשוניים Euclidean algorithm אלגוריתם אוקלידס Euclidean domain חוג אוקלידי Euclidean field שדה אוקלידי Euclidean geometry גאומטריה אוקלידית Euclidean geometry קטגוריה:גאומטריה אוקלידית Euclidean space מרחב אוקלידי Euclidean vector וקטור Eucryptite איקריפטיט Euctenizidae קטגוריה:יוקטניזידה Eudicots קטגוריה:דו-פסיגיים Eudocimus מגלן Eudorcas צבי אמיתי Eudoxus אאודוקסוס Eudoxus of Cnidus אאודוקסוס מקנידוס Eudy Simelane אודי סמליין Eugen Beyer אויגן בייר Eugen Bleuler אויגן בלוילר Eugen Böhm von Bawerk אויגן פון בהם-באוורק Eugen Dühring אויגן דירינג Eugen Filotti אאוג'ן פילוטי Eugen Gerstenmaier אויגן גרסטנמייר Eugen Jochum אויגן יוכום Eugen Kogon אויגן קוגון Eugen Kolb אויגן קולב Eugen Lovinescu אאוג'ן לובינסקו Eugen Meindl אויגן מיינדל Eugen Ott אויגן אוט Eugen Polanski אויגן פולנסקי Eugen Relgis אאוג'ן רלג'יס Eugen Ritter von Schobert אויגן פון שוברט Eugen Sidorenco אוגן סידורנקו Eugen Trică אאוג'ן טריקה Eugen Täubler אויגן טויבלר Eugen d'Albert אז'ן ד'אלבר Eugene Aynsley Goossens יוג'ין גוסנס Eugene Bingham יוג'ין בינגהאם Eugene Borowitz יוג'ין בורוביץ Eugene Bullard יוג'ין בולארד Eugene Cernan יוג'ין סרנן Eugene Debs יוג'ין דבס Eugene Delmar אז'ן דלמאר Eugene Fama יוג'ין פאמה Eugene Istomin יוג'ין איסטומין Eugene Jeter פו ג'טר Eugene Kamenka יוג'ין קמנקה Eugene Kandel יוג'ין קנדל Eugene Lazowski יוג'ין לזובסקי Eugene Levy יוג'ין לוי Eugene Linden יוג'ין לינדן Eugene Meyer יוג'ין מייר Eugene O'Neill יוג'ין או'ניל Eugene Onegin יבגני אונייגין Eugene Ormandy יוג'ין אורמנדי Eugene Richards יוג'ין ריצ'רדס Eugene Rostow יוג'ין רוסטוב Eugene Shvidler יבגני שווידלר Eugene Wigner יוג'ין ויגנר Eugene Znosko-Borovsky אז'ן זנוסקו-בורובסקי Eugene trilogy טרילוגיית יוג'ין Eugenia Charles יוג'יניה צ'ארלס Eugenia uniflora פיטנגו Eugenics אאוגניקה Eugenics קטגוריה:אאוגניקה Eugenie Bouchard יוג'יני בושאר Eugenie Scott יוג'יני סקוט Eugenio Barba אאוג'ניו ברבה Eugenio Calò אוג'ניו קאלו Eugenio Montale אאוג'ניו מונטאלה Eugenios Voulgaris אווגניוס וולגאריס Euglena איגלנה Euglenid עינניות Eugène Atget אז'ן אטז'ה Eugène Boudin אז'ן בודן Eugène Charles Catalan אז'ן שרל קטלן Eugène Delacroix אז'ן דלקרואה Eugène Edine Pottier אז'ן פוטייה Eugène Fromentin אז'ן פרומנטן Eugène Gley אז'ן גלה Eugène Ionesco אז'ן יונסקו Eugène Marin Labiche אז'ן לביש Eugène Rousseau אז'ן רוסו Eugène Scribe אז'ן סקריב Eugène Sue אז'ן סי Eugène Viollet-le-Duc אז'ן עמנואל ויולה-לה-דוק Eugène Ysaÿe אז'ן איזאיי Eugène de Beauharnais אז'ן דה בוארנה Eugène-Melchior de Vogüé אז'ן-מלכיור דה ווגואה Eugénie Brazier אז'ני בראזייה Eugénie Le Sommer אז'ני לה סומר Eugénie de Montijo אז'ני דה מונטיז'ו Eugénio de Andrade אאוז'ניו דה אנדרדה Euhemerus אוהמרוס Eukaryote איקריוטים Eukaryotes קטגוריה:איקריוטים Eukelade יוקלדה Eulalia of Barcelona אולליה מברצלונה Eulalia of Mérida אולליה ממרידה Euler Medal מדליית אוילר Euler angles זוויות אוילר Euler characteristic מאפיין אוילר Euler equations משוואות אוילר Euler line ישר אוילר Euler method שיטת אוילר Euler number מספרי אוילר Euler product מכפלת אוילר Euler spiral ספירלת אוילר Euler's continued fraction formula נוסחת אוילר Euler's criterion מבחן אוילר Euler's formula נוסחת אוילר Euler's identity זהות אוילר Euler's sum of powers conjecture השערת אוילר Euler's theorem משפט אוילר Euler's theorem in geometry משפט אוילר Euler's totient function פונקציית אוילר Eulerian path מסלול אוילר Euler–Bernoulli beam theory הנחת אוילר-ברנולי Euler–Lagrange equation משוואת אוילר-לגראנז' Euler–Mascheroni constant קבוע אוילר-מסקרוני Eulipotyphla אוכלי חרקים Eulogio Martínez אאולוחיו מרטינס Eulogy הספד Eumaeus אומאיוס Eumeces schneideri חומט מנומר Eumenes אאומנס Eumetazoa רב-תאיים אמיתיים Eunectes אנקונדה Eunuch סריס Eunuchs קטגוריה:סריסים Eunuchus הסריס Euoplocephalus אאופלוצפלוס Eupatorian Kenassas קומפלקס בתי הכנסת הקראים ביבפטוריה Euphemia de Ross יופמיה דה רוס Euphemism לשון נקייה Euphorbia חלבלוב Euphorbiaceae חלבלוביים Euphorbiaceae קטגוריה:חלבלוביים Euphoria Euphoria Euphoria אופוריה Euphranor אופרנור Euphrasian Basilica הבזיליקה האופרזיאנית בפורץ' Euphrates פרת Euphronios אופרוניוס Euphyllophytina חסרי קשקשים Eupleridae טורפי מדגסקר Euplerids קטגוריה:טורפי מדגסקר Eupolis אאופוליס Euporie יופורי Eurabia אירוערביה Eurasia אירואסיה Eurasia Canal תעלת אירואסיה Eurasian Economic Community האיחוד האירואסייתי Eurasian Plate הלוח האירואסייתי Eurasian Steppe הערבה האירואסייתית Eurasian beaver בונה אירופי Eurasian bittern אנפה מסורטטת גדולה Eurasian blackcap סבכי שחור-כיפה Eurasian brown bear דוב חום אירואסייתי Eurasian collared dove תור צווארון Eurasian coot אגמית מצויה Eurasian eagle-owl אוח מצוי Eurasian golden oriole זהבן מחלל Eurasian harvest mouse עכברון הקמה Eurasian hobby בז עצים Eurasian jay עורבני שחור כיפה Eurasian lynx שונר צפוני Eurasian magpie עקעק זנבתן Eurasian oystercatcher שלצדף החוף Eurasian reed warbler קנית קטנה Eurasian scops owl שעיר מצוי Eurasian sparrowhawk נץ מצוי Eurasian spoonbill כפן מצוי Eurasian stone-curlew כרוון מצוי Eurasian teal שרשיר Eurasian water shrew חדף המים Eurasian wigeon ברווז צהוב המצח Eurasian woodcock חרטומן יערות Eurasian wren גדרון מצוי Eurasian wryneck סבראש Eure אר Eure-et-Loir אר ולואר Eureka אאוריקה Eureka אאורקה Eureka יוריקה Eureka תוכנית יוריקה Eureka Flag דגל יוריקה Eureka Tower מגדל יוריקה Eureka effect חוויית "אהא!" Eurico Gaspar Dutra גספאר דוטרה Euripides אוריפידס Euripides Plays תבנית:מחזות אוריפידס Euripus Strait מצר אוריפוס Euro אירו Euro קטגוריה:אירו Euro Beach Soccer League אליפות אירופה בכדורגל חופים Euro NCAP EuroNCAP Euro topics תבנית:מטבעות שקדמו לאירו EuroBasket אליפות אירופה בכדורסל EuroBasket תבנית:אליפויות אירופה בכדורסל EuroBasket 1935 אליפות אירופה בכדורסל 1935 EuroBasket 1937 אליפות אירופה בכדורסל 1937 EuroBasket 1939 אליפות אירופה בכדורסל 1939 EuroBasket 1946 אליפות אירופה בכדורסל 1946 EuroBasket 1947 אליפות אירופה בכדורסל 1947 EuroBasket 1949 אליפות אירופה בכדורסל 1949 EuroBasket 1951 אליפות אירופה בכדורסל 1951 EuroBasket 1953 אליפות אירופה בכדורסל 1953 EuroBasket 1955 אליפות אירופה בכדורסל 1955 EuroBasket 1957 אליפות אירופה בכדורסל 1957 EuroBasket 1975 אליפות אירופה בכדורסל 1975 EuroBasket 1977 אליפות אירופה בכדורסל 1977 EuroBasket 1979 אליפות אירופה בכדורסל 1979 EuroBasket 1993 אליפות אירופה בכדורסל 1993 EuroBasket 1995 אליפות אירופה בכדורסל 1995 EuroBasket 1997 אליפות אירופה בכדורסל 1997 EuroBasket 1999 אליפות אירופה בכדורסל 1999 EuroBasket 2001 אליפות אירופה בכדורסל 2001 EuroBasket 2003 אליפות אירופה בכדורסל 2003 EuroBasket 2005 אליפות אירופה בכדורסל 2005 EuroBasket 2007 אליפות אירופה בכדורסל 2007 EuroBasket 2009 אליפות אירופה בכדורסל 2009 EuroBasket 2011 אליפות אירופה בכדורסל 2011 EuroBasket 2013 אליפות אירופה בכדורסל 2013 EuroBasket 2015 אליפות אירופה בכדורסל 2015 EuroBasket 2017 אליפות אירופה בכדורסל 2017 EuroBasket MVP Award תבנית:MVP של אליפות אירופה בכדורסל EuroBasket Women אליפות אירופה בכדורסל נשים EuroChallenge יורוצ'לנג' EuroCup יורוקאפ EuroCup Women יורוקאפ EuroMillions הלוטו האירופי EuroTrip יורוטריפ Eurocommunism אירו-קומוניזם Eurocontrol יורוקונטרול Eurocopter AS332 Super Puma AS-332 סופר פומה Eurocopter AS565 Panther AS-565 פנתר Eurocopter HH-65 Dolphin יורוקופטר HH-65 דולפין Eurocup Basketball יורוקאפ Eurocup MVP Award תבנית:MVP של היורוקאפ Eurodance יורודאנס Eurodance groups קטגוריה:הרכבי יורו דאנס Eurodance songs קטגוריה:שירי יורודאנס Eurofighter Typhoon יורופייטר טייפון Eurofly יורופליי Euroleague יורוליג Euroleague קטגוריה:יורוליג Euroleague 2001–10 All-Decade תבנית:קבוצת העשור של היורוליג Euroleague Alphonso Ford Trophy תבנית:פרס אלפונסו פורד Euroleague Basketball 2001–10 All-Decade Team קבוצת העשור של היורוליג Euroleague Basketball Legend Award פרס אגדת יורוליג Euroleague Best Defender שחקן ההגנה של היורוליג Euroleague Best Defender תבנית:שחקן ההגנה של היורוליג Euroleague Final Four MVP MVP של פיינל פור היורוליג Euroleague Final Four MVP Award תבנית:MVP של פיינל פור היורוליג Euroleague MVP MVP של היורוליג Euroleague MVP Award תבנית:MVP של היורוליג Euroleague Rising Star הכוכב העולה של היורוליג Euroleague Rising Star Award תבנית:הכוכב העולה של היורוליג Euroleague clubs קטגוריה:קבוצות יורוליג Euroleague winners תבנית:זוכות היורוליג Euroleague-winning clubs קטגוריה:אלופות אירופה בכדורסל לקבוצות Eurolines יורוליינס Eurolot יורולוט Euromaidan יברומאידאן Europa אירופה Europa Europa אירופה אירופה Europa Island אירופה Europa Nostra אאורופה נוסטרה Europa Point כף אירופה Europa Point Stadium אצטדיון כף אירופה Europa-Center אירופה סנטר Europa-Park פארק אירופה Europaeum אירופאום Europe אירופה Europe יורופ Europe פורטל:אירופה Europe קטגוריה:אירופה Europe Day יום אירופה Europe royal family templates קטגוריה:תבניות ניווט - בתי אצולה European Athlete of the Year Trophy אתלט השנה באירופה European Athletics Championships אליפות אירופה באתלטיקה European Athletics Championships קטגוריה:אליפויות אירופה באתלטיקה European Atomic Energy Community סוכנות האטום האירופית European Aviation Safety Agency הסוכנות האירופית לבטיחות תעופה European Baseball Championship אליפות אירופה בבייסבול European Broadcasting Union איגוד השידור האירופי European Capital of Culture בירת התרבות האירופית European Car of the Year מכונית השנה באירופה European Central Bank הבנק המרכזי האירופי European Centre of Tort and Insurance Law המרכז האירופי לדיני נזיקין וביטוח European Chess Champions קטגוריה:אלופי אירופה בשחמט European Coal and Steel Community קהילת הפחם והפלדה האירופית European Commission הנציבות האירופית European Commission קטגוריה:הנציבות האירופית European Commissioners קטגוריה:חברי נציבות האיחוד האירופי European Conservatives and Reformists השמרנים והרפורמיסטים האירופים European Convention on Human Rights האמנה האירופית לזכויות אדם European Cooperation in Science and Technology התוכנית לשיתוף פעולה מדעי וטכנולוגי באירופה European Council המועצה האירופית European Court of Auditors בית המשפט האירופי לביקורת European Court of Human Rights בית המשפט האירופי לזכויות אדם European Court of Justice בית הדין האירופי לצדק European Credit Transfer and Accumulation System השיטה האירופית לצבירה והעברת ניקוד אקדמי European Cup גביע אירופה European Cup and UEFA Champions League history גמר גביע אירופה וליגת האלופות European Currency Unit יחידת מטבע אירופית European Economic Area האזור הכלכלי האירופי European Exchange Rate Mechanism מנגנון שער החליפין האירופי European Film Awards פרס האקדמיה האירופית לקולנוע European Financial Stability Facility מנגנון היציבות הפיננסית האירופית European Footballer of the Year winners קטגוריה:זוכי פרס כדורגלן השנה באירופה European Free Trade Association איגוד הסחר החופשי האירופי European Friends of Israel ידידי ישראל באירופה European Games המשחקים האירופיים European Games קטגוריה:המשחקים האירופיים European Geostationary Navigation Overlay Service EGNOS European Golden Shoe נעל הזהב האירופית European Golden Shoe תבנית:זוכי נעל הזהב האירופאית European Grid Infrastructure תשתית המחשוב הסריגי האירופית European Hot 100 Singles אירופה הוט 100 European Investment Bank בנק ההשקעות האירופי European Judo Championships אליפות אירופה בג'ודו European Medicines Agency הסוכנות האירופית לתרופות European Men's Handball Championship אליפות אירופה בכדוריד European Mountain Bike Championships אליפות אירופה באופני הרים European Neighbourhood Policy מדיניות השכנות האירופית European Olympic Committees הוועדים האולימפיים האירופיים European Parliament הפרלמנט האירופי European Parliament קטגוריה:הפרלמנט האירופי European Parliament party groups קטגוריה:הפרלמנט האירופי: מפלגות European Payments Union איחוד התשלומים האירופי European People's Party מפלגת העם האירופית European Route of Industrial Heritage Anchor Points קטגוריה:אתרי מורשת תעשייתית באירופה European Scout Region צופי אירופה European Short Course Swimming Championships אליפות אירופה בשחייה European Space Agency סוכנות החלל האירופית European Space Agency קטגוריה:תוכנית החלל האירופית European Space Agency satellites קטגוריה:לוויינים אירופאיים European Space Agency space probes קטגוריה:גשושיות אירופאיות European Union האיחוד האירופי European Union קטגוריה:האיחוד האירופי European Union Contest for Young Scientists תחרות מדענים ומפתחים צעירים European Union Rule of Law Mission in Kosovo משימת שלטון החוק בקוסובו של האיחוד האירופי European Union and science and technology קטגוריה:האיחוד האירופי: מדע וטכנולוגיה European Union diplomats קטגוריה:דיפלומטים של האיחוד האירופי European Union law משפט האיחוד האירופי European Union law קטגוריה:האיחוד האירופי: חוק ומשפט European United Left–Nordic Green Left השמאל האירופי המאוחד/השמאל הנורדי הירוק European Youth Olympic Festival הפסטיבל האולימפי האירופי לנוער European anchovy עפיאן אירופי European ass חמור אירופי European association football league navigational boxes קטגוריה:תבניות ניווט - ליגות הכדורגל באירופה European badger גירית מצויה European bee-eater שרקרק מצוי European bison ביזון אירופי European cat snake עין חתול חברבר European cuisine קטגוריה:מטבחי אירופה European culture קטגוריה:אירופה: תרבות European debt crisis משבר החוב האירופי European eel צלופח אירופי European free-tailed bat אשף מצוי European goldfinch חוחית European green toad קרפדה ירוקה European greenfinch ירקון European hamster אוגר אירופי European hedgehog קיפוד אירופי European history by country תבנית:היסטוריה של מדינות אירופה European honey buzzard איית צרעים European migrant crisis משבר ההגירה באירופה European mink חורפן אירופי European mole חפרפרת אירופית European national association football teams קטגוריה:נבחרות כדורגל אירופיות European national under-21 association football teams קטגוריה:נבחרות כדורגל אירופיות עד גיל 21 European otter לוטרה אירופית European people קטגוריה:עמי אירופה European pilchard סרדין European pine marten דלק אירופי European polecat סמור הבר האירופי European pond turtle צב ביצות אירופי European rabbit ארנבון מצוי European robin אדום החזה European roller כחל אירופי European route E45 E45 European sea sturgeon חדקן אירופי European shag קורמורן ימי European snow vole נברן השלג European spadefoot toad חפריתיים European squid לוליגו שקוף European stonechat דוחל שחור-גרון European theatre of World War I הזירה האירופית במלחמת העולם הראשונה European theatre of World War I קטגוריה:הזירה האירופית במלחמת העולם הראשונה European turtle dove תור מצוי European water vole נברן מים Europeana Europeana Europeana תבנית:אירופיאנה Europium אירופיום Europol יורופול Euroscar פרס יורוסקאר Euroscepticism אירוסקפטיות Eurosport 1 יורוספורט Eurostar יורוסטאר Eurotas אורוטס Eurovision Song Contest קטגוריה:אירוויזיון Eurovision Song Contest תחרות הזמר של האירוויזיון Eurovision Song Contest 1956 אירוויזיון 1956 Eurovision Song Contest 1957 אירוויזיון 1957 Eurovision Song Contest 1958 אירוויזיון 1958 Eurovision Song Contest 1959 אירוויזיון 1959 Eurovision Song Contest 1960 אירוויזיון 1960 Eurovision Song Contest 1961 אירוויזיון 1961 Eurovision Song Contest 1962 אירוויזיון 1962 Eurovision Song Contest 1963 אירוויזיון 1963 Eurovision Song Contest 1964 אירוויזיון 1964 Eurovision Song Contest 1965 אירוויזיון 1965 Eurovision Song Contest 1966 אירוויזיון 1966 Eurovision Song Contest 1967 אירוויזיון 1967 Eurovision Song Contest 1968 אירוויזיון 1968 Eurovision Song Contest 1969 אירוויזיון 1969 Eurovision Song Contest 1970 אירוויזיון 1970 Eurovision Song Contest 1971 אירוויזיון 1971 Eurovision Song Contest 1972 אירוויזיון 1972 Eurovision Song Contest 1973 אירוויזיון 1973 Eurovision Song Contest 1974 אירוויזיון 1974 Eurovision Song Contest 1975 אירוויזיון 1975 Eurovision Song Contest 1976 אירוויזיון 1976 Eurovision Song Contest 1977 אירוויזיון 1977 Eurovision Song Contest 1978 אירוויזיון 1978 Eurovision Song Contest 1979 אירוויזיון 1979 Eurovision Song Contest 1980 אירוויזיון 1980 Eurovision Song Contest 1981 אירוויזיון 1981 Eurovision Song Contest 1982 אירוויזיון 1982 Eurovision Song Contest 1983 אירוויזיון 1983 Eurovision Song Contest 1984 אירוויזיון 1984 Eurovision Song Contest 1985 אירוויזיון 1985 Eurovision Song Contest 1986 אירוויזיון 1986 Eurovision Song Contest 1987 אירוויזיון 1987 Eurovision Song Contest 1988 אירוויזיון 1988 Eurovision Song Contest 1989 אירוויזיון 1989 Eurovision Song Contest 1990 אירוויזיון 1990 Eurovision Song Contest 1991 אירוויזיון 1991 Eurovision Song Contest 1992 אירוויזיון 1992 Eurovision Song Contest 1993 אירוויזיון 1993 Eurovision Song Contest 1994 אירוויזיון 1994 Eurovision Song Contest 1995 אירוויזיון 1995 Eurovision Song Contest 1996 אירוויזיון 1996 Eurovision Song Contest 1997 אירוויזיון 1997 Eurovision Song Contest 1998 אירוויזיון 1998 Eurovision Song Contest 1999 אירוויזיון 1999 Eurovision Song Contest 2000 אירוויזיון 2000 Eurovision Song Contest 2001 אירוויזיון 2001 Eurovision Song Contest 2002 אירוויזיון 2002 Eurovision Song Contest 2003 אירוויזיון 2003 Eurovision Song Contest 2004 אירוויזיון 2004 Eurovision Song Contest 2005 אירוויזיון 2005 Eurovision Song Contest 2006 אירוויזיון 2006 Eurovision Song Contest 2007 אירוויזיון 2007 Eurovision Song Contest 2008 אירוויזיון 2008 Eurovision Song Contest 2009 אירוויזיון 2009 Eurovision Song Contest 2010 אירוויזיון 2010 Eurovision Song Contest 2011 אירוויזיון 2011 Eurovision Song Contest 2012 אירוויזיון 2012 Eurovision Song Contest 2013 אירוויזיון 2013 Eurovision Song Contest 2014 אירוויזיון 2014 Eurovision Song Contest 2015 אירוויזיון 2015 Eurovision Song Contest 2016 אירוויזיון 2016 Eurovision Song Contest 2017 אירוויזיון 2017 Eurovision Song Contest by year קטגוריה:תחרויות האירוויזיון Eurovision Song Contest entrants קטגוריה:משתתפי האירוויזיון Eurovision Song Contest entrants by country קטגוריה:משתתפי האירוויזיון לפי מדינה Eurovision Song Contest entrants by year קטגוריה:משתתפי האירוויזיון לפי שנה Eurovision Song Contest entrants of 1958 קטגוריה:משתתפי אירוויזיון 1958 Eurovision Song Contest entrants of 1963 קטגוריה:משתתפי אירוויזיון 1963 Eurovision Song Contest entrants of 1968 קטגוריה:משתתפי אירוויזיון 1968 Eurovision Song Contest entrants of 1969 קטגוריה:משתתפי אירוויזיון 1969 Eurovision Song Contest entrants of 1970 קטגוריה:משתתפי אירוויזיון 1970 Eurovision Song Contest entrants of 1974 קטגוריה:משתתפי אירוויזיון 1974 Eurovision Song Contest entrants of 1975 קטגוריה:משתתפי אירוויזיון 1975 Eurovision Song Contest entrants of 1976 קטגוריה:משתתפי אירוויזיון 1976 Eurovision Song Contest entrants of 1979 קטגוריה:משתתפי אירוויזיון 1979 Eurovision Song Contest entrants of 1983 קטגוריה:משתתפי אירוויזיון 1983 Eurovision Song Contest entrants of 1986 קטגוריה:משתתפי אירוויזיון 1986 Eurovision Song Contest entrants of 1987 קטגוריה:משתתפי אירוויזיון 1987 Eurovision Song Contest entrants of 1998 קטגוריה:משתתפי אירוויזיון 1998 Eurovision Song Contest entrants of 2003 קטגוריה:משתתפי אירוויזיון 2003 Eurovision Song Contest entrants of 2004 קטגוריה:משתתפי אירוויזיון 2004 Eurovision Song Contest entrants of 2005 קטגוריה:משתתפי אירוויזיון 2005 Eurovision Song Contest entrants of 2006 קטגוריה:משתתפי אירוויזיון 2006 Eurovision Song Contest entrants of 2007 קטגוריה:משתתפי אירוויזיון 2007 Eurovision Song Contest entrants of 2008 קטגוריה:משתתפי אירוויזיון 2008 Eurovision Song Contest entrants of 2009 קטגוריה:משתתפי אירוויזיון 2009 Eurovision Song Contest entrants of 2010 קטגוריה:משתתפי אירוויזיון 2010 Eurovision Song Contest entrants of 2011 קטגוריה:משתתפי אירוויזיון 2011 Eurovision Song Contest entrants of 2012 קטגוריה:משתתפי אירוויזיון 2012 Eurovision Song Contest entrants of 2013 קטגוריה:משתתפי אירוויזיון 2013 Eurovision Song Contest entrants of 2014 קטגוריה:משתתפי אירוויזיון 2014 Eurovision Song Contest entrants of 2015 קטגוריה:משתתפי אירוויזיון 2015 Eurovision Song Contest entrants of 2016 קטגוריה:משתתפי אירוויזיון 2016 Eurovision Song Contest templates קטגוריה:תבניות ניווט - אירוויזיון Eurovision Song Contest winners קטגוריה:זוכי האירוויזיון Eurovision Song Contest winning songs קטגוריה:שירים שזכו באירוויזיון Eurovision Song Contest's Greatest Hits הלהיטים הגדולים של האירוויזיון Eurovision songs קטגוריה:שירי אירוויזיון Eurovision songs of 2011 קטגוריה:שירי אירוויזיון 2011 Eurovision songs of Israel קטגוריה:שירי ישראל באירוויזיון Eurowings יורווינגס Eurozone גוש האירו Euryapsida פראפסידה Eurybiades אוריביאדס Eurydice of Egypt אורידיקה Eurydome יורידמה Eurymedon אורימדון Eurypygiformes סופיות שמש Eurythmics יורית'מיקס Eusebio Sacristán אוסביו סקריסטן Eusebius אוסביוס מקיסריה Eustace Chapuys אסטאס שאפווי Eustace Grenier אסטאש גרנייה Eustache Deschamps אסטאש דשאן Eustache Le Sueur אסטאש לה סואר Eustachian tube חצוצרת השמע Euston Road דרך יוסטון Euston Tower מגדל יוסטון Eustreptospondylus אאוסטרפטוספונדילוס Eusébio אאוזביו Eutectic system תערובת אוטקטית Euteleostomi בעלי עצם Euterpe אוטרפה Euthanasia המתת חסד Euthanasia קטגוריה:המתת חסד Euthymius the Great אותימיוס Euthyphro אותיפרון Euthyphro dilemma דילמת אותיפרון Eutrophication איטרופיקציה Eutropius אטרופיוס Euzebiusz Smolarek אבי סמולארק Eva Amurri אווה אמורי Eva Ben-Zvi אווה בן צבי Eva Birthistle אווה בירת'יסטל Eva Braun אווה בראון Eva Cassidy איווה קסידי Eva Gabriele Reichmann אווה רייכמן Eva Green אווה גרין Eva Herzigová אווה הרציגובה Eva Hoffman אווה הופמן Eva Illouz אווה אילוז Eva Jablonka חוה יבלונקה Eva Le Gallienne אווה לה גליאן Eva Longoria אווה לונגוריה Eva Marcille אווה מרסיל Eva Marie Saint אווה מארי סיינט Eva Mendes אווה מנדז Eva Mozes Kor אווה מוזס קור Eva Perón אווה פרון Eva Zeisel אווה צייזל Evacuation in the Soviet Union פינוי אוכלוסייה בברית המועצות במהלך מלחמת העולם השנייה Evacuation slide מגלשת חירום Evacuations of civilians in Britain during the Second World War פינוי אוכלוסייה בבריטניה במהלך מלחמת העולם השנייה Evaluation of binary classifiers מדדי הערכה למסווג דו-ערכי Evan Almighty מבול של צרות Evan Fournier אוון פורנייה Evan Handler אוואן הנדלר Evan Kaufmann אוון קאופמן Evan Lysacek איוואן ליסאצ'ק Evan Peters אוון פיטרס Evan Rachel Wood אוון רייצ'ל ווד Evan Spiegel אוון שפיגל Evan Turner אוון טרנר Evander Holyfield איוונדר הוליפילד Evandro Davis משתמש:Evandro Davis Evanescence Evanescence Evanescence אוונסנס Evanescence קטגוריה:אוונסנס Evanescence תבנית:אוונסנס Evanescence albums קטגוריה:אלבומי אוונסנס Evanescence songs קטגוריה:שירי אוונסנס Evangelicalism אוונגליזם Evangeline Lilly אוונג'לין לילי Evangelion Evangelion Evangelista Torricelli אוונג'ליסטה טוריצ'לי Evangelos Florakis Naval Base explosion הפיצוץ בבסיס הימי אוונגלוס פלורקיס Evangelos Venizelos אוונגלוס וניזלוס Evaniidae צרתיקניים Evanna Lynch אוונה לינץ' Evans אוונס Evans Carlson אוואנס קרלסון Evans Gambit גמביט אבנס Evans Kangwa אוונס קנגווה Evanílson אוונילסון Evaporation התאיידות Evaporation pond בריכת אידוי Evaporite סלע התאדות Evaristo de Macedo אבריסטו דה מסדו Evasive Boolean function פונקציה בוליאנית חמקנית Eve Eve Eve איב Eve חוה Eve Best איב בסט Eve Myles איב מיילס Evel Knievel איוול קניוול Evel Rabbati אבל רבתי Eveline Goodman-Thau אוולין גודמן-טאו Evelyn Ashford אוולין אשפורד Evelyn Barker אוולין יו בארקר Evelyn Lauder אוולין לאודר Evelyn Waugh אוולין וו Evelyn de Rothschild אוולין דה רוטשילד Even Cowgirls Get the Blues גם לבוקרות יש רגעים קודרים Even Dwarfs Started Small גם גמדים התחילו בקטן Even Ha'ezer אבן העזר Even Menachem אבן מנחם Even Sapir אבן ספיר Even Shmuel אבן שמואל Even The Bride Stripped Bare by Her Bachelors הזכוכית הגדולה Even Yehuda אבן יהודה Even and odd functions פונקציות זוגיות ואי-זוגיות Even-Shoshan Dictionary מילון אבן-שושן Even-toed ungulate מכפילי פרסה Even-toed ungulates קטגוריה:מכפילי פרסה Evening ערב Evening gown שמלת ערב Evenki language אבנקית Event אירוע Event מאורע Event Horizon אופק אירועים Event Horizon סיוט בקצה האופק Event data recorder ניטור נתוני נסיעה Event horizon אופק אירועים Event-driven architecture ארכיטקטורה מוכוונת אירועים Event-driven programming תכנות מונחה-אירועים Events קטגוריה:אירועים היסטוריים Everaldo אבראלדו Everett אוורט Everglades National Park הפארק הלאומי אוורגליידס Evergreen ירוק-עד Evergreen 747 Supertanker אוורגרין 747 סופר-טנקר Evergreen Game ירוק-העד Evergrey אברגריי Evermore לנצח Evernote Evernote Evert van Aelst אוורט ואן אאלסט Everton F.C. אברטון Everton F.C. managers קטגוריה:מאמני אברטון Everton F.C. players קטגוריה:כדורגלני אברטון Everton Ribeiro אברטון ריביירו Every Good Boy Deserves Fudge Every Good Boy Deserves Fudge Every Man Dies Alone לבד בברלין Every Teardrop Is a Waterfall Every Teardrop Is a Waterfall Every Time We Say Goodbye אהבה גנובה Everybody Hates Chris כולם שונאים את כריס Everybody Loves Raymond כולם אוהבים את ריימונד Everybody's Fool Everybody's Fool Everybody's Got Something to Hide Except Me and My Monkey Everybody's Got Something to Hide Except Me and My Monkey Everyday life שגרה Everyman כלאדם Everyone's Hero גיבור של כולם Everything Is Illuminated הכול מואר Everything Is Illuminated הכל מואר Everything You Always Wanted to Know About Sex* כל מה שרצית לדעת על מין Everytime Everytime Evgeni Krasnopolski יבגני קרסנופולסקי Evgeni Malkin יבגני מלקין Evgeni Mikeladze אבגני מיכלדזה Evgeni Plushenko יבגני פלושנקו Evgeniy Najer יבגני נאייר Evgeny Kissin יבגני קיסין Evgeny Morozov יבגני מורוזוב Evgeny Ruman יבגני רומן Evgeny Schwartz יבגני שוורץ Evgeny Sedov יבגני סדוב Evgraf Fedorov יבגראף פיודורוב Evian אוויאן Evian Thonon Gaillard F.C. אוויאן Evian Thonon Gaillard FC players קטגוריה:כדורגלני אביאן Eviatar Banai אביתר בנאי Eviatar Manor אביתר מנור Eviatar Nevo אביתר נבו Eviatar Zerubavel אביתר זרובבל Evidence דיני הראיות Evidence הוכחה Evidence case law קטגוריה:דיני ראיות Evidence of common descent ראיות למוצא משותף Evidence-based management ניהול מבוסס ראיות Evidence-based medicine רפואה מבוססת ראיות Evidence-based practice התערבות מבוססת ראיות Evil רוע Evil eye עין הרע Evin Prison כלא אווין Evince Evince Evita אוויטה Evita תבנית:אוויטה Evliya Çelebi אווליה צ'לבי Evo Morales אוו מוראלס Evogene אבוג'ן Evolute אבולוט Evolution Evolution Evolution אבולוציה Evolution ספר:אבולוציה Evolution קטגוריה:אבולוציה Evolution of sexual reproduction האבולוציה של הרבייה המינית Evolution of the brain הגידול בנפח המוח באבולוציה של המין האנושי Evolution3 תבנית:ניווט אבולוציה Evolutionarily stable strategy אסטרטגיה יציבה אבולוציונית Evolutionary economics דרוויניזם כלכלי Evolutionary linguistics אבולוציה של השפה Evolutionary psychology פסיכולוגיה אבולוציונית Evolutionary robotics רובוטיקה אבולוציונית Evolver Evolver Evonne Goolagong Cawley איבון גולגונג Evraz אווראז Evron עברון Evrytania אבריטניה Evsei Vainrub יבסיי גריגורייביץ' ויינרוב Evyatar Iluz אביתר אילוז Ewaladel/VI ונקובר Ewald von Lochow אוואלד פון לוכו Ewald-Heinrich von Kleist-Schmenzin אוולד היינריך פון קלייסט-שמנצין Ewan McGregor יואן מקגרגור Ewen Bremner יואן ברמנר Ewen Montagu יואן מונטגיו Ewerthon אוורטון Ewigkeit ג'יימס פוגארטי Ex Libris Group אקס ליבריס Ex Machina אקס מכינה Ex gratia לפנים משורת הדין Ex parte Merryman אקס פארטה מרימן Ex post facto law חקיקה למפרע Ex turpi causa non oritur actio מעילה בת עוולה לא תצמח תרופה ExCeL London מרכז התערוכות אקסל ExFAT ExFAT Exa- תחיליות במערכת היחידות הבינלאומית#אקסה Exact science מדעים מדויקים Exact sequence סדרה מדויקת Example אקסמפל Exarcheia אקסרכיה Excalibur אקסקליבר Excalibur Almaz אקסקליבר-אלמאז Excavation חפירה ארכאולוגית Excavator מחפר Excel אקסל Exception handling טיפול בחריגות Excess-3 Excess-3 Exchange interaction אינטראקציית שחלוף Exchange offer הצעת רכש#הצעת רכש חליפין Exchange rate שער יציג Exchange rate תבנית:שער חליפין Exchange-traded fund תעודת סל Exchangeable image file format Exif Excise בלו Excision theorem משפט הקיצוץ Excited state עירור Exciter Exciter Exciton אקסיטון Exciton-polaritons אקסיטון-פולריטון Exclamation mark סימן קריאה Exclaves קטגוריה:מובלעות Exclude in print קטגוריה:לא לכלול בהדפסה Exclusive economic zone אזור כלכלי בלעדי Exclusive or XOR Excommunication נידוי Excursion טיול שנתי Execration texts כתבי המארות Executable קובץ הרצה Executed Nazi collaborators קטגוריה:משתפי פעולה עם הנאצים שהוצאו להורג Executed heads of state קטגוריה:שליטי ארצות שהוצאו להורג Executed people קטגוריה:הוצאות להורג Execution by elephant מחיצה על ידי פיל Execution by firing squad כיתת יורים Execution methods קטגוריה:שיטות הוצאה להורג Execution of Roy Mitchell ההוצאה להורג של רוי מיטשל Execution of the Romanov family רצח משפחת הצאר Executioner מוציא להורג Executioner תליין Executions at the Tower of London קטגוריה:הוצאות להורג במצודת לונדון Executions by country קטגוריה:הוצאות להורג לפי מדינה Executive רשות מבצעת Executive Council of Hong Kong המועצה המבצעת של הונג קונג Executive Office of the President משרד הרשות המבצעת של נשיא ארצות הברית Executive Order 13087 צו נשיאותי 13087 Executive Order 9066 צו נשיאותי 9066 Executive Orders צו נשיאותי Executive Outcomes אקזקיוטיב אאוטקמס Executive functions תפקודים ניהוליים Executive information system Executive Information Systems Executive summary תקציר מנהלים Executives of Construction Party מפלגת תומכי הבנייה Exemption from military service in Israel אי-גיוס בישראל Exenatide אקסנטיד Exercise Red Flag רד פלאג Exercise ball כדור התעמלות Exeter אקסטר Exeter City F.C. אקסטר סיטי Exeter City F.C. players קטגוריה:כדורגלני אקסטר סיטי Exfoliation קילוף עור Exfoliation joint התכדדות Exhalation נשיפה Exhaled nitric oxide חנקן חמצני בנשיפה Exhaust hood קולט אדים Exhaust system מערכת הפליטה Exhibition תערוכה Exhibition Road דרך התערוכות Exhibition game משחק ידידות Exhibitionism אקסהיביציוניזם Exhibitions קטגוריה:תערוכות Exilarch ראש הגולה Exilarchs קטגוריה:ראשי הגולה Exile גלות Exile on Main St Exile on Main Street Exiles גולים Exist קיים Existence קיום Existential fallacy כשל קיומי Existentialism אקזיסטנציאליזם Existentialism קטגוריה:אקזיסטנציאליזם Existenz אקזיסטנז Exit אקזיט Exit פסטיבל EXIT Exit Wounds קרוב רחוק Exit planning אקזיט Exocet אקסוסט Exocrine gland בלוטה אקסוקרינית Exocytosis אקסוציטוזה Exodus אקסודוס Exodus Rabbah שמות רבה Exodus: Gods and Kings אקסודוס: אלים ומלכים Exogamy אקסוגמיה Exon אקסון Exonuclease אקסונוקלאז Exoplanet כוכב לכת חוץ-שמשי Exoplanets קטגוריה:כוכבי לכת חוץ-שמשיים Exopterygota בעלי גלגול חסר Exorcism גירוש שדים Exorcism of the Gerasene demoniac נס החזירים Exoskeleton שלד חיצוני Exosphere אקסוספירה Exothermic reaction תגובה אקסותרמית Exotic baryon באריון אקזוטי Exotic meson מזון אקזוטי Exotic option אופציה אקזוטית Exotica אקזוטיקה Expand תבנית:להשלים Expander graph גרף מרחיב Expanding bullet דום-דום Expansion card כרטיס הרחבה Expansion chamber אגזוז לחץ Expansion draft דראפט הרחבה Expansion of Jerusalem in the 19th century היציאה מן החומות Expansion pack חבילת הרחבה Expatriate footballers in Israel קטגוריה:כדורגלנים זרים בישראל Expectancy theory תאוריית הציפיות Expectancy-value theory המודל המפצה Expectation value ערך תצפית Expectation–maximization algorithm אלגוריתם ציפייה - מקסום Expected utility hypothesis אקסיומות פון נוימן-מורגנשטרן Expected value תוחלת Expediency Discernment Council המועצה האיראנית לאבטחת אינטרס המשטר Expedition Everest משלחת אוורסט Expedition of the Thousand מסע האלף Expeditionary Force חיל משלוח Expeditus אקספדיטוס Experience point נקודות ניסיון Experiment ניסוי Experimental Mechanized Force הכוח הממוכן הנסיוני Experimental aircraft מטוס ניסוי Experimental film סרט ניסיוני Experimental philosophy פילוסופיה ניסויית Experimental rock songs קטגוריה:שירי רוק אקספרימנטלי Experiments קטגוריה:ניסוי Expert system מערכת מומחה Expert witness עד מומחה Expesty משתמש:Expesty Explicit memory זיכרון מפורש Exploding whale פיצוץ לווייתן Exploit אקספלויט Exploitation film סרט ניצול Exploitation films קטגוריה:סרטי ניצול Exploration Flight Test 1 Exploration Flight Test 1 Exploration Mission 1 Exploration Mission 1 Exploration Mission 2 Exploration Mission 2 Exploration of the Moon חקר הירח Exploration ships קטגוריה:ספינות מחקר גאוגרפי Exploratory committee ועדת גישוש Explorer אקספלורר Explorer 1 אקספלורר 1 Explorer 6 אקספלורר 6 Explorers קטגוריה:מגלי ארצות Explorers of Antarctica קטגוריה:אנטארקטיקה: חוקרי היבשת Explorers of Central Asia קטגוריה:מרכז אסיה: חוקרים ונוסעים Explorers of the Arctic קטגוריה:חוקרי האזור הארקטי Explorers on the Moon החוקרים על הירח Explorers program תוכנית אקספלורר Explosion פיצוץ Explosions קטגוריה:התפוצצויות Explosions in the Sky Explosions in the Sky Explosive belt חגורת נפץ Explosive device מטען חבלה Explosive material חומר נפץ Explosively formed penetrator מטען קלע Explosives קטגוריה:חומרי נפץ Expo '70 אקספו 70' Expo '74 אקספו 74' Expo 2010 אקספו 2010 Expo 58 התערוכה העולמית של בריסל Expo 67 אקספו 67' Expocenter of Ukraine מרכז אקספו של אוקראינה Exponential decay דעיכה מעריכית Exponential distribution התפלגות מעריכית Exponential factorial עצרת מעריכית Exponential function אקספוננט Exponential time סיבוכיות זמן#.D7.96.D7.9E.D7.9F .D7.A8.D7.99.D7.A6.D7.94 .D7.9E.D7.A2.D7.A8.D7.99.D7.9B.D7.99 Exponentiation חזקה Export יצוא Exposition Internationale des Arts et Techniques dans la Vie Moderne התערוכה העולמית של פריז Exposition Universelle התערוכה העולמית של פריז Exposure חשיפה Express Yourself Express Yourself Express.js Express.js Expression ביטוי Expressionism אקספרסיוניזם Expressionism קטגוריה:אקספרסיוניזם Expressionist architecture אדריכלות אקספרסיוניסטית Expressionist music מוזיקה אקספרסיוניסטית Expressionist painters קטגוריה:אמנים אקספרסיוניסטים Expressionist poets קטגוריה:משוררים אקספרסיוניסטים Expressive therapy טיפול באמנויות Expressways of China הכבישים המהירים של סין Expulsion from the Garden of Eden הגירוש מגן עדן Expulsions of Jews קטגוריה:גירוש יהודים Ext Ext Ext2 EXT2 Ext3 Ext3 Ext4 Ext4 Extant אקסטנט Extant British dukedoms תבנית:דוכסויות בריטניה Extended Industry Standard Architecture EISA Extended chord צליל מתח Extended file system Ext Extended play מיני-אלבום Extensible Application Markup Language XAML Extensive-form game משחק בצורה רחבה Extensor carpi radialis brevis muscle השריר פושט שורש היד החישורי הקצר Extensor carpi radialis longus muscle השריר פושט שורש היד החישורי הארוך Extensor carpi ulnaris muscle השריר פושט שורש היד הגומדי Extensor digiti minimi muscle השריר פושט הזרת Extensor digitorum longus muscle השריר פושט האצבעות הארוך Extensor digitorum muscle השריר פושט האצבעות Extensor hallucis longus muscle השריר פושט הבוהן הארוך Extensor indicis muscle השריר פושט האצבע Extensor pollicis brevis muscle השריר פושט האגודל הקצר Extensor pollicis longus muscle השריר פושט האגודל הארוך Extermination camp מחנה השמדה Extermination through labour השמדה באמצעות עבודה External combustion engine מנוע בעירה חיצונית External debt חוב חיצוני External iliac artery עורק הכסל החיצון External link templates קטגוריה:תבניות קישורים חיצוניים External links ויקיפדיה:קישורים חיצוניים External obturator muscle השריר הסותם החיצון External sorting מיון חיצוני Externality השפעה חיצונית Externsteine אקסטרנשטיינה Extinct in the wild נכחד בטבע Extinct languages קטגוריה:שפות נכחדות Extinct species קטגוריה:מינים שנכחדו Extinction דעיכה Extinction מינים שנכחדו Extinction קטגוריה:הכחדה Extinction event הכחדה המונית Extinction events קטגוריה:הכחדה המונית Extra ניצב Extra EA-300 אקסטרה 300 Extracellular fluid נוזל חוץ-תאי Extracellular matrix מטריצה חוץ-תאית Extracorporeal membrane oxygenation Extracorporeal Membrane Oxygenation Extradited people קטגוריה:אישים שהוסגרו Extradition הסכם הסגרה Extradition קטגוריה:הסגרה Extragalactic astronomy אסטרונומיה חוץ-גלקטית Extrajudicial killing הוצאה להורג ללא משפט Extranet אקסטראנט Extrapolation אקסטרפולציה Extrapyramidal and movement disorders קטגוריה:הפרעות חוץ-פירמידיות ותנועתיות Extrasensory perception תפישה על-חושית Extrasolar Planets Encyclopaedia Extrasolar Planets Encyclopaedia Extraterrestrial life חיים מחוץ לכדור הארץ Extraterrestrial life קטגוריה:חיים מחוץ לכדור הארץ Extraterrestrials in fiction חוצנים Extravehicular activity פעילות חוץ-רכבית Extraversion and introversion מופנמות - מוחצנות Extremadura אקסטרמדורה Extremadura קטגוריה:אקסטרמדורה Extremal combinatorics קומבינטוריקה קיצונית Extreme metal מטאל קיצוני Extreme programming Extreme Programming Extreme sport ספורט אתגרי Extreme value theorem משפטי ויירשטראס Extremely Loud and Incredibly Close קרוב להפליא ורועש להחריד Extremely high frequency גלים מילימטריים Extremis איירון מן: אקסטרמיס Extremism קיצוניות ורדיקליזם Extremophile אקסטרמופילים Extrinsic semiconductor מוליך למחצה מאולח Exudate תפליט Exxon Valdez אקסון ואלדז Exxon Valdez oil spill אסון הנפט של אקסון ואלדז ExxonMobil אקסון מוביל Ey Iran אי איראן Eyad Abu Abaid איאד אבו עביד Eyad Hutba איאד ח'וטבא Eyal אייל Eyal Almoshnino אייל אלמושנינו Eyal Barkan אייל ברקן Eyal Ben-Ari אייל בן ארי Eyal Ben-Reuven איל בן ראובן Eyal Benvenisti איל בנבנישתי Eyal Berkovic אייל ברקוביץ' Eyal Eizenberg איל איזנברג Eyal Gabbai אייל גבאי Eyal Golan אייל גולן Eyal Golasa אייל גולסה Eyal Kitzis איל קיציס Eyal Lahman אייל לחמן Eyal Meshumar אייל משומר Eyal Sivan אייל סיון Eyal Tartazky אייל טרטצקי Eyalet איילט Eyalets of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: מחוזות Eydie Gormé אידי גורמה Eye עין Eye קטגוריה:עין Eye color צבע עיניים Eye contact קשר עין Eye for an eye מידה כנגד מידה Eye in the Sky Eye in the Sky Eye movement תנועות עיניים Eye movement desensitization and reprocessing EMDR Eye neoplasm סרטן העין Eye of GNOME העין של GNOME Eye of Horus העין של רע Eye of the Needle חוד המחט Eye of the Tiger Eye of the Tiger Eye on Malaysia עין על מלזיה EyeOS EyeOS Eyebrow גבה Eyelash ריס Eyelash curler מעגל ריסים Eyelash extensions ריסים מלאכותיים Eyelid עפעף Eyeline match התאמת כיווני מבט Eyepatch רטייה Eyepiece עינית Eyes Do More Than See עיניים לא רק לראייה Eyes Wide Open עיניים פקוחות Eyes Wide Shut עיניים עצומות לרווחה Eyewitness Eyewitness Eyewitness Books ספרי Eyewitness Eye–hand coordination תיאום עין-יד Eyjafjallajökull אייאפיאטלאייקוטל Eyn ol Din עין אלדין Eyran Katsenelenbogen ערן קצנלנבוגן Eyring equation משוואת איירינג Eystein I of Norway מלך נורווגיה אייסטיין הראשון Eystein II of Norway מלך נורווגיה אייסטיין השני Eysturoy אסטורוי Eytan Fox איתן פוקס Eytan Schwartz איתן שוורץ Eytan6 משתמש:eytan6 Eyvind Johnson איווינד יוהנסון Eyüp Gondola רכבל אייפ-פייר לוטי Ezana of Axum קיסר אקסום עזנה Ezekiel יחזקאל Ezekiel קטגוריה:יחזקאל Ezekiel Katzenellenbogen יחזקאל קצינאלפוגין Ezekiel Kemboi אזקייל קמבוי Ezekiel the Tragedian יחזקאל הטראגיקן Ezekiel's Tomb קבר יחזקאל הנביא Ezekiel11324/bordercity קנדה Ezequiel Garay אסקיאל גאראי Ezequiel Lavezzi אסקיאל לאבסי Ezer עזר Ezer Mizion עזר מציון Ezer Weizman עזר ויצמן Ezio Pinza אציו פינצה Ezion-Geber עציון גבר Ezra עזרא Ezra עזרא הסופר Ezra Attiya עזרא עטייה Ezra Dagan עזרא דגן Ezra Dangoor עזרא דנגור Ezra Danin עזרא דנין Ezra Fleischer עזרא פליישר Ezra Ichilov עזרא איכילוב Ezra Klein עזרא קליין Ezra Koenig עזרא קניג Ezra Meeker עזרא מיקר Ezra Miller עזרא מילר Ezra Nawi עזרא נאווי Ezra Orion עזרא אוריון Ezra Pound עזרא פאונד Ezra Zion Melamed עזרא ציון מלמד Ezra's Tomb קבר עזרא הסופר Ezras Torah Fund עזרת תורה Ezrat Torah עזרת תורה Ezri Dax אזרי דקס Ezri Tarazi עזרי טרזי Ezriel Auerbach עזריאל אוירבך Ezriel Carlebach עזריאל קרליבך Ezuz עזוז Ezzaki Badou באדו זאקי Ezzat Negahban עזתאללה נגאהבאן Eógan mac Muiredaig אאוגאן מק מוירדאך Eóganan mac Óengusa מלך הפיקטים אאוגאנן Eötvös Loránd University אוניברסיטת בודפשט Ełk אלק Eşref Armağan אשרף ארמאן F F F פה F-1 F-1 F-Secure F-Secure F-distribution התפלגות F F-test מבחן F F-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג F F. Gary Gray פ. גארי גריי F. Holland Day פרד הולנד דיי F. Leavis פרנק ריימונד ליוויס F. Matthias Alexander פרדריק מתיאס אלכסנדר F. Murnau פרידריך וילהלם מורנאו F. Murray Abraham פ. מארי אברהם F. Scott Fitzgerald פרנסיס סקוט פיצג'רלד F. Walbank פרנק ויליאם וולבנק F. de Klerk פרדריק וילם דה קלרק F.C. Aboomoslem players קטגוריה:כדורגלני אבומוסלם F.C. Arouca ארוקה F.C. Ashdod קטגוריה:מועדון ספורט אשדוד F.C. Ashdod managers קטגוריה:מאמני מועדון ספורט אשדוד F.C. Ashdod players קטגוריה:כדורגלני מועדון ספורט אשדוד F.C. Bari 1908 בארי F.C. Bari 1908 players קטגוריה:כדורגלני בארי F.C. Copenhagen פ.צ. קופנהגן F.C. Copenhagen players קטגוריה:כדורגלני פ.צ. קופנהגן F.C. Haifa הפועל רובי שפירא חיפה F.C. Hansa Rostock האנזה רוסטוק F.C. Hansa Rostock players קטגוריה:כדורגלני האנזה רוסטוק F.C. Ironi Ashdod מועדון ספורט אשדוד F.C. Paços de Ferreira פאסוס די פריירה F.C. Paços de Ferreira players קטגוריה:כדורגלני פאסוס די פריירה F.C. Pro Vercelli 1892 פרו ורצ'לי F.C. Shikun HaMizrah מועדון ספורט שיכון המזרח F.C. Tokyo players קטגוריה:כדורגלני טוקיו F/A-XX Program פרויקט F/A-XX F/X תעלול קטלני F/X2 תעלול קטלני 2 F1 hybrid זרע מכלוא F1 season תבנית:עונת פורמולה 1 F91 Dudelange F91 דודלאנג' F91 Dudelange.png קובץ:F91 Dudelange.gif F=q(E+v^B)/Mathematics of juggling להטוטנות FA Community Shield מגן הקהילה FA Cup גביע ה-FA FA Inter-League Cup הגביע הבין-ליגתי של ה-FA FA Vase אגרטל ה-FA FA Women's Community Shield מגן הקהילה לנשים FA Women's Cup גביע ה-FA לנשים FA Women's Premier League פרמייר ליג FA Women's Premier League Cup גביע הליגה לנשים FACfailed תבנית:מועמד לערך מומלץ FAFSA FAFSA FAI FAI FAMAS FAMAS FAO Schwarz אף איי או שוורץ FAPSI הסוכנות הפדרלית למידע ותקשורת ממשלתית FAQ ויקיפדיה:שאלות ותשובות FAQ/Administration ויקיפדיה:שאלות ותשובות/מנהלה FAQ/Contributing ויקיפדיה:שאלות ותשובות/תורמים FAQ/Copyright ויקיפדיה:שאלות ותשובות/זכויות יוצרים FAQ/Editing ויקיפדיה:שאלות ותשובות/עריכה FAQ/Miscellaneous ויקיפדיה:שאלות ותשובות/שונות FAQ/Overview ויקיפדיה:שאלות ותשובות/כללי FAQ/Problems ויקיפדיה:שאלות ותשובות/בעיות FAQ/Readers ויקיפדיה:שאלות ותשובות/קוראים FARC FARC FASTA format פורמט FASTA FBI Most Wanted Terrorists הטרוריסטים המבוקשים ביותר על ידי ה-FBI FBI Ten Most Wanted Fugitives עשרת הנמלטים המבוקשים ביותר על ידי ה-FBI FBK Kaunas players קטגוריה:כדורגלני קובנה FC 08 Homburg players קטגוריה:כדורגלני פ.צ. הומבורג FC ASMC Sokhumi דינמו סוחומי FC Aarau אראו FC Aarau players קטגוריה:כדורגלני אראו FC Aktobe אקטובה FC Aktobe players קטגוריה:כדורגלני אקטובה FC Alania Vladikavkaz אלניה ולדיקווקז FC Alania Vladikavkaz players קטגוריה:כדורגלני אלניה ולדיקווקז FC Ameri Tbilisi אמרי טביליסי FC Ameri Tbilisi.png קובץ:FC Ameri Tbilisi.jpg FC Amkar Perm אמקאר פרם FC Amkar Perm players קטגוריה:כדורגלני אמקאר פרם FC Anzhi Makhachkala אנז'י מחצ'קלה FC Anzhi Makhachkala players קטגוריה:כדורגלני אנז'י מחצ'קלה FC Ararat Yerevan אררט ירוואן FC Arsenal Kharkiv ארסנל חרקוב FC Arsenal Kyiv players קטגוריה:כדורגלני ארסנל קייב FC Arsenal Tula ארסנל טולה FC Astana אסטנה FC Astana players קטגוריה:כדורגלני אסטנה FC Astana-1964 אסטנה FC Astra Giurgiu אסטרה ג'יורג'יו FC Astra Giurgiu players קטגוריה:כדורגלני אסטרה ג'יורג'יו FC Augsburg אאוגסבורג FC Augsburg players קטגוריה:כדורגלני אאוגסבורג FC Avangard Kursk אוונגרד קורסק FC BATE Borisov באטה בוריסוב FC BATE Borisov players קטגוריה:כדורגלני באטה בוריסוב FC Baku באקו FC Baku players קטגוריה:כדורגלני FK באקו FC Baltika Kaliningrad players קטגוריה:כדורגלני בלטיקה קלינינגרד FC Baník Ostrava באניק אוסטרבה FC Baník Ostrava players קטגוריה:כדורגלני באניק אוסטראבה FC Barcelona ברצלונה FC Barcelona קטגוריה:ברצלונה FC Barcelona B ברצלונה ב' FC Barcelona B players קטגוריה:כדורגלני ברצלונה ב' FC Barcelona Bàsquet ברצלונה FC Barcelona Bàsquet קטגוריה:ברצלונה FC Barcelona Bàsquet players קטגוריה:כדורסלני ברצלונה FC Barcelona Handbol ברצלונה FC Barcelona managers קטגוריה:מאמני ברצלונה FC Barcelona players קטגוריה:כדורגלני ברצלונה FC Barcelona presidents קטגוריה:נשיאי ברצלונה FC Basel פ.צ. בזל FC Basel managers קטגוריה:מאמני פ.צ. בזל FC Basel players קטגוריה:כדורגלני פ.צ. בזל FC Bayern Munich באיירן מינכן FC Bayern Munich קטגוריה:באיירן מינכן FC Bayern Munich footballers קטגוריה:כדורגלני באיירן מינכן FC Bayern Munich managers קטגוריה:מאמני באיירן מינכן FC Bihor Oradea פ.צ'. ביהור אוראדיה FC Brașov בראשוב FC Britannia XI בריטניה 11 FC CFR Cluj players קטגוריה:כדורגלני קלוז' FC Carl Zeiss Jena קארל צייס יינה FC Carl Zeiss Jena players קטגוריה:כדורגלני קארל צייס יינה FC Cartagena footballers קטגוריה:כדורגלני קרטחנה FC Chernomorets Novorossiysk צ'רנומורץ נובורוסיסק FC Chiasso players קטגוריה:כדורגלני קייאסו FC Chikhura Sachkhere צ'יחורה סצ'חרה FC Chornomorets Odesa צ'רנומורץ אודסה FC Chornomorets Odessa players קטגוריה:כדורגלני צ'רנומורץ אודסה FC Dacia Chișinău דאקיה קישינב FC Dallas דאלאס FC Dallas players קטגוריה:כדורגלני דאלאס FC Differdange 03 דיפרדנג' 03 FC Dila Gori דילה גורי FC Dinamo Batumi דינמו בתומי FC Dinamo Brest דינמו ברסט FC Dinamo București דינמו בוקרשט FC Dinamo București players קטגוריה:כדורגלני דינמו בוקרשט FC Dinamo Minsk דינמו מינסק FC Dinamo Minsk קטגוריה:דינמו מינסק FC Dinamo Minsk players קטגוריה:כדורגלני דינמו מינסק FC Dinamo Tbilisi דינמו טביליסי FC Dinamo Tbilisi managers קטגוריה:מאמני דינמו טביליסי FC Dinamo Tbilisi players קטגוריה:כדורגלני דינמו טביליסי FC Dnipro Dnipropetrovsk דניפרו FC Dnipro Dnipropetrovsk players קטגוריה:כדורגלני דניפרו FC Druzhba Maykop דרוז'בה מייקופ FC Dynamo Kostroma דינמו קוסטרומה FC Dynamo Kyiv דינמו קייב FC Dynamo Kyiv managers קטגוריה:מאמני דינמו קייב FC Dynamo Kyiv players קטגוריה:כדורגלני דינמו קייב FC Dynamo Moscow דינמו מוסקבה FC Dynamo Moscow managers קטגוריה:מאמני דינמו מוסקבה FC Dynamo Moscow players קטגוריה:כדורגלני דינמו מוסקבה FC Dynamo Saint Petersburg דינמו סנקט פטרבורג FC Dynamo Vologda דינמו וולוגדה FC Energie Cottbus אנרגי קוטבוס FC Energie Cottbus players קטגוריה:כדורגלני אנרגי קוטבוס FC Erzgebirge Aue ארצגבירגה אווה FC Flora פלורה טאלין FC Flora Tallinn players קטגוריה:כדורגלני פלורה טאלין FC Girondins de Bordeaux ז'ירונדן דה בורדו FC Girondins de Bordeaux managers קטגוריה:מאמני בורדו FC Girondins de Bordeaux players קטגוריה:כדורגלני בורדו FC Goa גואה FC Goa players קטגוריה:כדורגלני גואה FC Gomel הומל FC Gomel players קטגוריה:כדורגלני הומל FC Groningen חרונינגן FC Groningen players קטגוריה:כדורגלני חרונינגן FC Hoverla Uzhhorod הוברלה אוז'הורוד FC Hoverla Uzhhorod players קטגוריה:כדורגלני הוברלה אוז'הורוד FC Hradec Králové הראדץ קראלובה FC Ingolstadt 04 אינגולשטאט 04 FC Ingolstadt 04 players קטגוריה:כדורגלני אינגולשטאט 04 FC Inter Baku players קטגוריה:כדורגלני אינטר באקו FC Inter Turku אינטר טורקו FC Irtysh Pavlodar מועדון הכדורגל אירטיש FC Irtysh Pavlodar players קטגוריה:כדורגלני אירטיש FC Irtysh.png קובץ:FC Irtysh.gif FC Iskra-Stal איסקרה-סטאל ריבניצה FC Kairat קאיראט אלמטי FC Kairat players קטגוריה:כדורגלני קאיראט אלמטי FC Kaisar קייסר FC Kakheti Telavi קאחתי תלאווי FC Karpaty Lviv קרפטי לבוב FC Karpaty Lviv players קטגוריה:כדורגלני קרפטי לבוב FC Khimki חימקי FC Khimki players קטגוריה:כדורגלני חימקי FC Kolkheti-1913 Poti קולחתי 1913 פותי FC Koper players קטגוריה:כדורגלני קופר FC Krasnodar קרסנודאר FC Krasnodar players קטגוריה:כדורגלני קרסנודאר FC Krylia Sovetov Samara קריליה סובייטוב סמרה FC Krylia Sovetov Samara players קטגוריה:כדורגלני קריליה סובטוב FC Kuban Krasnodar קובאן קרסנודאר FC Kuban Krasnodar players קטגוריה:כדורגלני קובאן קרסנודר FC Lausanne-Sport לוזאן FC Lausanne-Sport players קטגוריה:כדורגלני לוזאן FC Levadia Tallinn לבדיה טאלין FC Levadia Tallinn players קטגוריה:כדורגלני לבדיה טאלין FC Locomotive Tbilisi לוקומוטיב טביליסי FC Lokomotiv Moscow לוקומוטיב מוסקבה FC Lokomotiv Moscow players קטגוריה:כדורגלני לוקומוטיב מוסקבה FC Lokomotivi Tbilisi players קטגוריה:כדורגלני לוקומוטיב טביליסי FC Lorient לוריין FC Lorient players קטגוריה:כדורגלני לוריין FC Luch-Energiya Vladivostok לוצ'-אנרגיה ולדיווסטוק FC Lugano לוגאנו FC Luzern לוצרן FC Luzern managers קטגוריה:מאמני לוצרן FC Luzern players קטגוריה:כדורגלני לוצרן FC MTZ-RIPO.svg תמונה:Mtzripominsk.gif FC Merani Tbilisi מראני טביליסי FC Metalist Kharkiv מטאליסט חרקוב FC Metalist Kharkiv players קטגוריה:כדורגלני מטאליסט חרקוב FC Metallurg Lipetsk מטאלורג ליפצק FC Metalurgi Rustavi אולימפי רוסתווי FC Metalurh Donetsk מטאלורג דונצק FC Metalurh Donetsk players קטגוריה:כדורגלני מטאלורג דונייצק FC Metalurh Zaporizhya players קטגוריה:כדורגלני מטאלורג זאפוריז'יה FC Metz מץ FC Metz players קטגוריה:כדורגלני מץ FC Midtjylland מיידטלנד FC Midtjylland players קטגוריה:כדורגלני מיידטלנד FC Milsami Orhei מילסאמי אורחיי FC Milsami players קטגוריה:כדורגלני מילסאמי אורחיי FC Minsk מינסק FC Mordovia Saransk מורדוביה סראנסק FC Mordovia Saransk players קטגוריה:כדורגלני מורדוביה סראנסק FC Moscow מועדון הכדורגל מוסקבה FC Moscow players קטגוריה:כדורגלני מועדון הכדורגל מוסקבה FC Nantes נאנט FC Nantes players קטגוריה:כדורגלני נאנט FC Nitra ניטרה FC Nordsjælland נורסאלנד FC Okzhetpes players קטגוריה:כדורגלני אוקז'טפס FC Ordabasy אורדבסי שימקנט FC Ordabasy players קטגוריה:כדורגלני אורדבסי FC Orenburg אורנבורג FC Oryol רוסיצ'י אוריול FC Oțelul Galați אוצלול גאלאץ FC Oțelul Galați players קטגוריה:כדורגלני אוצלול גאלאץ FC Partizan Minsk פרטיזן מינסק FC Petrolul Ploiești פטרולול פלוישט FC Petrolul Ploiești players קטגוריה:כדורגלני פטרולול פלוישט FC Petrotrest Saint Petersburg פטרוטרסט סנקט פטרבורג FC Petržalka akadémia ארטמדיה ברטיסלאבה FC Politehnica Timișoara players קטגוריה:כדורגלני פוליטכניקה טימישוארה FC Porto פורטו FC Porto קטגוריה:פורטו FC Porto managers קטגוריה:מאמני פורטו FC Porto players קטגוריה:כדורגלני פורטו FC Pune City players קטגוריה:כדורגלני פונה סיטי FC Pyunik פיוניק ירוואן FC Pyunik players קטגוריה:כדורגלני פיוניק ירוואן FC Rapid București players קטגוריה:כדורגלני ראפיד בוקרשט FC Red Bull Salzburg רד בול זלצבורג FC Red Bull Salzburg managers קטגוריה:מאמני רד בול זלצבורג FC Red Bull Salzburg players קטגוריה:כדורגלני רד בול זלצבורג FC Rostov קטגוריה:רוסטוב FC Rostov רוסטוב FC Rostov managers קטגוריה:מאמני רוסטוב FC Rostov players קטגוריה:כדורגלני רוסטוב FC Rot-Weiß Erfurt players קטגוריה:כדורגלני רוט-וייס ארפורט FC Rotor Volgograd רוטור וולגוגרד FC Rubin Kazan רובין קאזאן FC Rubin Kazan players קטגוריה:כדורגלני רובין קאזאן FC SKA Rostov players קטגוריה:כדורגלני סק"א רוסטוב FC SKA Rostov-on-Don סק"א רוסטוב FC SKA-Khabarovsk Khabarovsk סק"א-אנרגיה חברובסק FC SKChF Sevastopol סבסטופול FC Salyut Belgorod סאליוט בלגורוד FC Santa Coloma סנטה קולומה FC Saturn Ramenskoye סאטורן ראמנסקו FC Saturn Ramenskoye players קטגוריה:כדורגלני סאטורן ראמנסקו FC Saturn-2 Moscow Region סאטורן-2 ראמנסקו FC Schalke 04 שאלקה 04 FC Schalke 04 managers קטגוריה:מאמני שאלקה 04 FC Schalke 04 players קטגוריה:כדורגלני שאלקה 04 FC Senec סנץ FC Seoul players קטגוריה:כדורגלני סיאול FC Shakhtar Donetsk שחטאר דונצק FC Shakhtar Donetsk players קטגוריה:כדורגלני שחטאר דונצק FC Shakhter Karagandy שחטאר קאראגנדי FC Shakhter Karagandy players קטגוריה:כדורגלני שחטאר קאראגנדי FC Shakhtyor Soligorsk שחטיור סליהורסק FC Sheriff Tiraspol שריף טירספול FC Sheriff Tiraspol players קטגוריה:כדורגלני שריף טירספול FC Shinnik Yaroslavl שיניק ירוסלבל FC Shinnik Yaroslavl players קטגוריה:כדורגלני שיניק ירוסלבל FC Shirak שיראק FC Sibir Novosibirsk סיביר נובוסיבירסק FC Sion פ.צ. סיון FC Sion managers קטגוריה:מאמני פ.צ. סיון FC Sion players קטגוריה:כדורגלני פ.צ. סיון FC Slavia-Mozyr סלביה מאזיר FC Slovan Liberec סלובן ליברץ FC Slovan Liberec players קטגוריה:כדורגלני סלובן ליברץ FC Sochaux-Montbéliard סושו FC Sochaux-Montbéliard players קטגוריה:כדורגלני סושו FC Sokol Saratov סוקול סרטוב FC Sokol Saratov players קטגוריה:כדורגלני סוקול סרטוב FC Sopron שופרון FC Spartak Kostroma ספרטק קוסטרומה FC Spartak Moscow ספרטק מוסקבה FC Spartak Moscow managers קטגוריה:מאמני ספרטק מוסקבה FC Spartak Moscow players קטגוריה:כדורגלני ספרטק מוסקבה FC Spartak Trnava ספרטק טרנבה FC Spartaki Tbilisi ספרטקי טביליסי FC St. Gallen סנט גאלן FC St. Gallen players קטגוריה:כדורגלני סנט גאלן FC St. Pauli פ.צ. סנט פאולי FC St. Pauli logo.svg קובץ:FC St Pauli.png FC St. Pauli players קטגוריה:כדורגלני פ.צ. סנט פאולי FC Stal Alchevsk סטאל אלצ'בסק FC Steaua București סטיאווה בוקרשט FC Steaua București managers קטגוריה:מאמני סטיאווה בוקרשט FC Steaua București players קטגוריה:כדורגלני סטיאווה בוקרשט FC Terek Grozny טרק גרוזני FC Terek Grozny players קטגוריה:כדורגלני טרק גרוזני FC Thun תון FC Thun players קטגוריה:כדורגלני תון FC Tighina דינמו בנדר FC Tiraspol טירספול FC Tobol טובול FC Tom Tomsk טום טומסק FC Tom Tomsk players קטגוריה:כדורגלני טום טומסק FC Torpedo Kutaisi טורפדו כותאיסי FC Torpedo Kutaisi players קטגוריה:כדורגלני טורפדו כותאיסי FC Torpedo Moscow טורפדו מוסקבה FC Torpedo Moscow players קטגוריה:כדורגלני טורפדו מוסקבה FC Torpedo-BelAZ Zhodino טורפדו זודינו FC Tskhinvali ספרטקי צחינוואלי FC Twente טוונטה FC Twente players קטגוריה:כדורגלני טוונטה FC Ufa אופה FC Unirea Urziceni אוניריה אורזיצ'ן FC Unirea Urziceni players קטגוריה:כדורגלני אוניראה אורזיצ'ן FC Universitatea Cluj players קטגוריה:כדורגלני אוניברסיטאטה קלוז' FC Universitatea Craiova אוניברסיטטה קראיובה FC Universitatea Craiova players קטגוריה:כדורגלני אוניברסיטטה קראיובה FC Ural Sverdlovsk Oblast players קטגוריה:כדורגלני אוראל FC Ural Yekaterinburg אוראל FC Utrecht אוטרכט FC Utrecht players קטגוריה:כדורגלני אוטרכט FC VSS Košice מ.פ.ק. קושיצה FC Vaduz ואדוץ FC Vaduz players קטגוריה:כדורגלני פ.צ. ואדוץ FC Vaslui players קטגוריה:כדורגלני ואסלוי FC Vestsjælland וסטסיאלנד FC Viitorul Constanța players קטגוריה:כדורגלני ויטורול קונסטנצה FC Viktoria Plzeň ויקטוריה פלזן FC Viktoria Plzeň players קטגוריה:כדורגלני ויקטוריה פילזן FC Vityaz Podolsk ויטיאז פודולסק FC Volga Nizhny Novgorod וולגה ניז'ני נובגורוד FC Volga Nizhny Novgorod players קטגוריה:כדורגלני וולגה ניז'ני נובגורוד FC Volga Tver וולגה טבר FC Volyn Lutsk ווהלין לוצק FC Volyn Lutsk players קטגוריה:כדורגלני ווהלין לוצק FC Vorskla Poltava וורסקלה פולטבה FC Vítkovice players קטגוריה:כדורגלני ויטקוביצה FC WIT Georgia ויט ג'ורג'יה טביליסי FC Wacker Innsbruck ואקר אינסברוק FC Winterthur וינטרטור FC Winterthur players קטגוריה:כדורגלני וינטרתור FC Zaria Bălți אולימפיה באלטי FC Zbrojovka Brno פ.צ ברנו FC Zenit Saint Petersburg זניט סנקט פטרבורג FC Zenit Saint Petersburg קטגוריה:זניט סנקט פטרבורג FC Zenit Saint Petersburg managers קטגוריה:מאמני זניט סנקט פטרבורג FC Zenit Saint Petersburg players קטגוריה:כדורגלני זניט סנקט פטרבורג FC Zenit-Izhevsk זניט איז'בסק FC Zestafoni זסטפוני FC Zhemchuzhina Sochi players קטגוריה:כדורגלני ז'מצ'וז'ינה סוצ'י FC Zhenis Astana players קטגוריה:כדורגלני אסטנה FC Zimbru Chișinău זימברו קישינב FC Zimbru Chișinău players קטגוריה:כדורגלני זימברו קישינב FC Znamya Truda Orekhovo-Zuyevo זנאמיה טרודה אורחובו-זויבו FC Zorya Luhansk זוריה לוהנסק FC Zorya Luhansk players קטגוריה:כדורגלני זוריה לוהנסק FC Zugdidi זוגדידי FC Zürich פ.צ. ציריך FC Zürich managers קטגוריה:מאמני פ.צ. ציריך FC Zürich players קטגוריה:כדורגלני פ.צ. ציריך FCF Juvisy ג'וביסי FCI FCI FCI Companion and Toy Dog Group קבוצת כלבי הלוויה והזעירים של הפדרציה הבינלאומית לכלבנות FCI Dachshund Group קבוצת הדאקלים של הפדרציה הבינלאומית לכלבנות FCI Pointer Group קבוצת הפוינטרים והסטרים של הפדרציה הבינלאומית לכלבנות FCI Scenthound Group קבוצת ציידי הריח וקרוביהם של הפדרציה הבינלאומית לכלבנות FCI Sheepdogs and Cattle Dogs Group קבוצת כלבי הבקר והצאן של הפדרציה הבינלאומית לכלבנות FCI Sighthound Group קבוצת כלבי הרוח של הפדרציה הבינלאומית לכלבנות FCI Spitz and Primitive Types Group קבוצת השפיץ והטיפוסים הפרימיטיבים של הפדרציה הבינלאומית לכלבנות FCI Terrier Group קבוצת הטריירים של הפדרציה הבינלאומית לכלבנות FCM Târgu Mureș players קטגוריה:כדורגלני טרגו מורש FCMoscow.png תמונה:Logo fc moskva.gif FDR FDR FF Jaro players קטגוריה:כדורגלני יארו FFLaguna/Draft Page Redesign: North Korea קוריאה הצפונית FG 42 FG42 FGM-148 Javelin FGM-148 ג'אוולין FHK Liepājas Metalurgs players קטגוריה:כדורגלני ליאפייס מטאלורגס FIA World Endurance Championship אליפות העולם במרוצי סיבולת FIA World Rallycross Championship אליפות העולם בראלי-קרוס FIAV תבנית:סוג דגל FIBA פיב"א FIBA Africa פיב"א אפריקה FIBA Americas פיב"א אמריקה FIBA Americas Championship אליפות אמריקה בכדורסל FIBA Americas Championship קטגוריה:אליפות אמריקה בכדורסל FIBA Asia פיב"א אסיה FIBA Asia Championship אליפות אסיה בכדורסל FIBA Basketball World Cup גביע העולם בכדורסל FIBA Basketball World Cup קטגוריה:אליפות העולם בכדורסל FIBA Basketball World Cup תבנית:אליפויות העולם בכדורסל FIBA Basketball World Cup MVP Award תבנית:MVP של אליפות העולם בכדורסל FIBA Diamond Ball דיאמונד בול FIBA EuroBasket קטגוריה:אליפויות אירופה בכדורסל FIBA EuroCup Challenge יורוקאפ צ'לנג' FIBA Europe פיב"א אירופה FIBA Europe Cup פיב"א יורופ קאפ FIBA Europe Men's Player of the Year Award שחקן השנה של פיב"א אירופה FIBA Europe teams תבנית:נבחרות כדורסל אירופיות FIBA Hall of Fame היכל התהילה של פיב"א FIBA Intercontinental Cup הגביע הבין-יבשתי בכדורסל FIBA Korać Cup גביע קוראץ' FIBA Oceania פיב"א אוקיאניה FIBA Oceania Championship אליפות אוקיאניה בכדורסל FIBA Oceania Championship 2007 אליפות אוקיאניה בכדורסל 2007 FIBA Saporta Cup גביע ספורטה FIBA Stanković Continental Champions' Cup גביע סטנקוביץ' FIBA Women's Basketball World Cup אליפות העולם בכדורסל נשים FIBA World Rankings דירוג פיב"א FIDE פיד"ה FIDE Grand Prix סבב הגרנד פרי בשחמט FIFA FIFA FIFA פיפ"א FIFA קטגוריה:פיפ"א FIFA 100 פיפ"א 100 FIFA 16 FIFA 16 FIFA Anthem המנון פיפ"א FIFA Ballon d'Or כדור הזהב FIFA Club World Cup אליפות העולם לקבוצות FIFA Club World Cup קטגוריה:גביע העולם בכדורגל לקבוצות FIFA Club World Cup תבנית:אליפות העולם לקבוצות כדורגל FIFA Confederations Cup גביע הקונפדרציות FIFA Confederations Cup תבנית:גביע הקונפדרציות FIFA Confederations Cup tournaments קטגוריה:גביע הקונפדרציות FIFA Fair Play Award פרס המשחק ההוגן של פיפ"א FIFA Manager פיפ"א מנג'ר FIFA Order of Merit תואר המצוינות של פיפ"א FIFA Puskás Award פרס פושקש FIFA Puskás Award winners תבנית:זוכי פרס פושקש FIFA U-17 Women's World Cup גביע העולם בכדורגל נשים עד גיל 17 FIFA U-17 World Cup גביע העולם בכדורגל עד גיל 17 FIFA U-20 Women's World Cup גביע העולם בכדורגל נשים עד גיל 20 FIFA U-20 World Cup גביע העולם בכדורגל עד גיל 20 FIFA Women's World Cup גביע העולם בכדורגל נשים FIFA Women's World Cup קטגוריה:גביעי העולם בכדורגל נשים FIFA Women's World Cup תבנית:גביע העולם בכדורגל לנשים FIFA Women's World Cup Golden Shoe תבנית:נעל הזהב של גביע העולם בכדורגל נשים FIFA Women's World Cup Winning Manager תבנית:מאמני הנבחרת הזוכה במונדיאל הנשים FIFA Women's World Cup squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות במונדיאל הנשים FIFA Women's World Player of the Year winners תבנית:כדורגלנית השנה בעולם FIFA Women's World Rankings הדירוג העולמי של פיפ"א לנשים FIFA World Cup גביע העולם בכדורגל FIFA World Cup קטגוריה:גביע העולם בכדורגל FIFA World Cup תבנית:גביע העולם בכדורגל FIFA World Cup Final stadiums תבנית:אצטדיוני גמר המונדיאל FIFA World Cup Golden Glove תבנית:זוכי כפפת הזהב FIFA World Cup Winning Captain תבנית:קפטני הנבחרת הזוכה במונדיאל FIFA World Cup awards פרסי גביע העולם בכדורגל FIFA World Cup finals קטגוריה:משחקי גמר גביע העולם בכדורגל FIFA World Cup mascot קמע גביע העולם בכדורגל FIFA World Cup qualification מוקדמות גביע העולם בכדורגל FIFA World Cup qualification קטגוריה:מוקדמות המונדיאל FIFA World Cup squad navigational boxes by competition קטגוריה:תבניות ניווט - סגלי נבחרות במונדיאל FIFA World Cup-winning countries קטגוריה:אלופות העולם בכדורגל FIFA World Player of the Year כדורגלן השנה בעולם FIFA World Player of the Year winners קטגוריה:זוכי פרס כדורגלן השנה בעולם FIFA World Player of the Year winners תבנית:כדורגלן השנה בעולם FIFA World Rankings הדירוג העולמי של פיפ"א FIFA confederations קטגוריה:קונפדרציות הכדורגל של פיפ"א FIFO נכנס ראשון יוצא ראשון FIM-43 Redeye FIM-43 רד-איי FIM-92 Stinger FIM-92 סטינגר FINA פדרציית השחייה הבינלאומית FINA Long Course World Championships navigational boxes קטגוריה:תבניות ניווט - אליפויות עולם: שחייה FINA World Aquatics Championships אליפות העולם בשחייה FINA World Aquatics Championships קטגוריה:אליפות העולם בשחייה FINA World Swimming Championships אליפות העולם בשחייה FIOEstrokes.jpg תמונה:Strokescoverartlg1ud.jpg FIRST Lego League FIRST Lego League FISHFAB האוקיינוס האטלנטי FIVB Volleyball World League ליגת הכדורעף העולמית FK Austria Wien אוסטריה וינה FK Austria Wien managers קטגוריה:מאמני אוסטריה וינה FK Austria Wien players קטגוריה:כדורגלני אוסטריה וינה FK Bodø/Glimt בודה/גלימט FK Bodø/Glimt players קטגוריה:כדורגלני בודה/גלימט FK Borac Banja Luka בוראץ באניה לוקה FK Bregalnica Štip ברגלניקה שטיפ FK Budućnost Podgorica בודוצ'נוסט פודגוריצה FK Budućnost Podgorica players קטגוריה:כדורגלני בודוצ'נוסט פודגוריצה FK Daugava FK דאוגבה FK Dinamo Tirana דינמו טירנה FK Donji Srem דוניי סרם FK Dukla Banská Bystrica דוקלה באנסקה ביסטריצה FK Ekranas אקרנאס FK Ekranas players קטגוריה:כדורגלני אקרנאס FK Gorno Lisiče יורומילק גורנו ליסיצ'ה FK Haugesund הוגסונד FK Inter Bratislava אינטר ברטיסלבה FK Inter Bratislava players קטגוריה:כדורגלני אינטר ברטיסלבה FK Jablonec players קטגוריה:כדורגלני באומיט ייאבלונס FK Jagodina יגודינה FK Jagodina players קטגוריה:כדורגלני יגודינה FK Khazar Lankaran players קטגוריה:כדורגלני חזר לנקראן FK Kukësi קוקסי FK Liepājas Metalurgs ליאפייס מטאלורגס FK Mladost Podgorica players קטגוריה:כדורגלני מלאדוסט פודגוריצה FK Mladá Boleslav מלאדה בולסלאב FK Mladá Boleslav players קטגוריה:כדורגלני מלאדה בולסלאב FK Mogren מוגרן בודווה FK Napredak Kruševac נפרדק קרושבץ FK Novi Pazar נובי פאזאר FK Obilić FK אוביליץ' FK Partizan פרטיזן בלגרד FK Partizan players קטגוריה:כדורגלני פרטיזן בלגרד FK Partizani Tirana פרטיזן טירנה FK Pelister פליסטר FK Pobeda פובדה פרילפ FK Proleter Zrenjanin פרולטר זרניאנין FK Qarabağ players קטגוריה:כדורגלני קרבאג FK Rabotnički רבוטניצ'קי קומטל סקופיה FK Radnički Niš players קטגוריה:כדורגלני רדניצ'קי ניש FK Rīga ריגה FK Simurq Zaqatala players קטגוריה:כדורגלני סימורק FK Sloboda Tuzla סלובודה טוזלה FK Spartak Subotica ספרטק סובוטיצה FK Spartak Subotica players קטגוריה:כדורגלני ספרטק סובוטיצה FK Sutjeska Nikšić סוטייסקה ניקשיץ' FK Teplice players קטגוריה:כדורגלני טפליצה FK Teteks טטקס טטובו FK Vardar וארדאר סקופיה FK Vardar players קטגוריה:כדורגלני וארדאר סקופיה FK Velež Mostar ולז' מוסטר FK Velež Mostar players קטגוריה:כדורגלני ולז' מוסטר FK Ventspils ונטספילס FK Ventspils players קטגוריה:כדורגלני ונטספילס FK Viktoria Žižkov ויקטוריה ז'יז'קוב FK Viktoria Žižkov players קטגוריה:כדורגלני ויקטוריה ז'יז'קוב FK Vojvodina וויבודינה נובי סאד FK Vojvodina players קטגוריה:כדורגלני וויבודינה נובי סאד FK Zeta זטה FK Zeta players קטגוריה:כדורגלני זטה FK Ústí nad Labem players קטגוריה:כדורגלני אוסטי נאד לאבם FK Žalgiris ז'לגיריס וילנה FK Željezničar Sarajevo ז'לייזניצ'אר סרייבו FK Željezničar players קטגוריה:כדורגלני ז'לייזניצ'אר סראייבו FKA Twigs FKA twigs FL Studio FL Studio FLAC FLAC FLOPS FLOPS FM FM FMA IA 58 Pucará FMA IA 58 פוקרה FN FN FN BRG-15 FN BRG-15 FN Barracuda FN Barracuda FN F2000 FN F2000 FN FAL רובה FN FAL FN FNAR FN FNAR FN FNC FN FNC FN FNP FN FNP FN FNX FN FNX FN Five-seven FN Five-SeveN FN Forty-Nine FN Forty-Nine FN Herstal FN Herstal FN Herstal firearms קטגוריה:כלי נשק של חברת FN Herstal FN M1900 FN Browning M1900 FN M1905 FN Browning M1905 FN MAG מאג FN Minimi FN Minimi FN Model 1903 FN Browning M1903 FN Model 1910 FN Browning M1910 FN Model 30-11 FN Model 30-11 FN P90 FN P90 FN Patrol Bolt Rifle FN PBR FN SCAR FN SCAR FN SLP FN SLP FN Special Police Rifle FN SPR FNB Stadium סוקר סיטי FNM – From out of Nowhere תמונה:FNM From out of Nowhere FNM – I'm Easy-Be Aggressive.jpg תמונה:FNM - I'm Easy-Be Aggressive.jpg FNM – We Care a Lot.jpg תמונה:FNM-We Care A Lot.jpg FNP FNP FOB FOB FOTA FOTA FPSRussia FPSRussia FR Fr FRC FRC FSB FSB FSV Frankfurt פ.ס.וו פרנקפורט FSV Frankfurt players קטגוריה:כדורגלני פ.ס.וו. פרנקפורט FTP-MOI F.T.P. - M.O.I. FV107 Scimitar סימיטר FWA Footballer of the Year כדורגלן השנה בליגה האנגלית FWA Footballer of the Year תבנית:כדורגלן השנה באנגליה FX FX Networks FX network shows קטגוריה:FX Networks FXCM FXCM FXP FXP FYI ערוץ ביוגרפיה Faaa פאאה Fab Melo פאב מלו Fabaceae קטניות Fabada asturiana פבדה Fabales קטגוריה:קטניתאים Fabales קטניתאים Fabeltjeskrant סיפורימפו Faber-Castell Faber-Castell Fabergé egg ביצת פברז'ה Fabergé eggs קטגוריה:ביצי פברז'ה Fabian Andre פביאן אנדרה Fabian Cancellara פביאן קנצ'לארה Fabian Delph פביאן דלף Fabian Ernst פביאן ארנסט Fabian Gottlieb von Bellingshausen פביאן גוטליב פון בלינגסהאוזן Fabian Hambüchen פביאן המבוכן Fabian Johnson פביאן ג'ונסון Fabian Lustenberger פביאן לוסטנברגר Fabian Picardo פביאן פיקארדו Fabian Society האגודה הפביאנית Fabian Ware פביאן וייר Fabian strategy האסטרטגיה הפביאנית Fabian von Schlabrendorff פביאן פון שלברנדורף Fabiana Murer פביאנה מורר Fabiano Caruana פביאנו קרואנה Fabiano Santacroce פביאנו סנטקרוצ'ה Fabien Barthez פביאן בארטז Fabien Camus פביאן קאמוס Fabien Sevitzky פאביין סוויצקי Fabienne Terwinghe פביאן טרווינג Fabinho פאביניו Fabio Borini פאביו בוריני Fabio Cannavaro פאביו קנבארו Fabio Capello פאביו קאפלו Fabio Fognini פאביו פוניני Fabio Grosso פאביו גרוסו Fabio Luisi פאביו לואיזי Fabio Novembre פביו נובמברה Fabio Quagliarella פאביו קוואליארלה Fabio Volo פאביו וולו Fabiola Zuluaga פביולה זולואגה Fabiola of Belgium מלכת הבלגים פביולה Fabius Maximus פאביוס מאקסימוס Fabián Assmann פביאן אסמאן Fabián Monzón לוסיאנו פביאן מונסון Fable משל Fables פייבלס Fables קטגוריה:משלים Fables for Robots הקיבריאדה Fables of the Green Forest סיפורי היער הירוק Faboideae פרפרניים Faboideae קטגוריה:פרפרניים Fabre פאבר Fabric Synagogue בית הכנסת ברובע פבריק Fabrice Fernandes פבריס פרננדס Fabrice Lapierre פבריס לאפייר Fabrice Noël פבריס נואל Fabrice Olinga פבריס אולינגה Fabricio Coloccini פבריסיו קולוצ'יני Fabricio Oberto פבריסיו אוברטו Fabrics קטגוריה:בדים Fabrika Zvyozd מפעל הכוכבים Fabrizio Meoni פבריציו מאוני Fabrizio Ravanelli פבריציו ראבנלי Fabry פברי Fabry disease מחלת פברי Fabry–Pérot interferometer אינטרפרומטר פברי-פרו Fabula and syuzhet פאבולה וסוז'ט Fabulists קטגוריה:ממשילי משלים Face פאה Face פנים Face transplant השתלת פנים Face.com Face.com Face/Off עימות חזיתי FaceTime FaceTime Facebook פייסבוק Facebook קטגוריה:פייסבוק Facebook applications קטגוריה:אפליקציות בפייסבוק Facebook like button Like Facelift Facelift Facepalm Facepalm Facial composite קלסתרון Facial disc פרצוף-שמע Facial expression הבעת פנים Facial feedback hypothesis השערת משוב הפנים Facial hair שיער פנים Facial nerve עצב הפנים Facial recognition system מערכת זיהוי תווי פנים Facility management תחזוקת מבנים Facing Windows חלון החזית Facing colour צבע מכפלת Facsimile מהדורת פקסימיליה Fact עובדה Faction independent of Ahdut HaAvoda הסיעה הבלתי תלויה – לאחדות העבודה Factomancer/Breaking the Silence שוברים שתיקה Factor פקטור Factor IX פקטור IX Factor VII פקטור VII Factor VIII פקטור VIII Factor X פקטור X Factor analysis ניתוח גורמים Factorial עצרת Factorization פירוק לגורמים Factors of production תשומה Factory בית חרושת Factory פייטוריה Factory Records פקטורי רקורדס Factory method pattern תבנית Factory Method Faculty פקולטה Faculty by university in Austria קטגוריה:סגל אוניברסיטאות באוסטריה Faculty by university in France קטגוריה:סגל אוניברסיטאות בצרפת Faculty by university in Germany קטגוריה:סגל אוניברסיטאות בגרמניה Faculty by university in Israel קטגוריה:סגל אוניברסיטאות בישראל Faculty by university in Italy קטגוריה:סגל אוניברסיטאות באיטליה Faculty by university in Poland קטגוריה:סגל אוניברסיטאות בפולין Faculty by university in Romania קטגוריה:סגל אוניברסיטאות ברומניה Faculty by university in Russia קטגוריה:סגל אוניברסיטאות ברוסיה Faculty by university in Switzerland קטגוריה:סגל אוניברסיטאות בשווייץ Faculty by university or college קטגוריה:סגל אוניברסיטאות Faculty by university or college in Australia קטגוריה:סגל אוניברסיטאות באוסטרליה Faculty by university or college in Canada קטגוריה:סגל אוניברסיטאות בקנדה Faculty by university or college in the Netherlands קטגוריה:סגל אוניברסיטאות בהולנד Faculty by university or college in the United States קטגוריה:סגל אוניברסיטאות בארצות הברית Facundo Arana פקונדו ארנה Facundo Roncaglia פקונדו רונקגליה Fade margin שולי הרעש Fade to Black Fade to Black Fadhil Al Azzawi פאדל אל-עזאווי Fadhly Rahman yרחמאן פאדל Fading Gigolo רק ג'יגולו Fading Lights Fading Lights Fadix/Armenian Genocide שואת הארמנים Fado פאדו Fadwa Tuqan פדווא טוקאן Faetano פאטאנו Fag hag פאג האג Fagaceae אלוניים Fagaceae קטגוריה:אלוניים Fagairolles 34 משתמש:Fagairolles 34 Fagales אלונאים Fagales קטגוריה:אלונאים Fagatogo פאגאטוגו Fagus פאגוס Fahd פהאד Fahd of Saudi Arabia מלך ערב הסעודית פהד Fahrenheit מעלות פרנהייט Fahrenheit 451 פרנהייט 451 Fahrenheit 9/11 פרנהייט 9/11 Fahri Korutürk פהרי קורוטירק Faidherbe Bridge גשר פדרב Faidherbia שיטה מלבינה Faidit פדי Failaka Island האי פילכה Failure כישלון Failures for Gods Failures for Gods Faina Kirschenbaum פאינה קירשנבאום Faina Melnyk פאינה מלניק Faina Ranevskaya פאינה רנייבסקיה Fainting goat עז מתעלפת Fair יריד Fair & Square יצאת צדיק Fair Game משחק הוגן Fair Maid of Brittany Eleanor אלינור מבריטני Fair Trade Commission הוועדה לסחר הוגן Fair division חלוקה הוגנת Fair trade סחר הוגן Fair use שימוש הוגן Fair use images קטגוריה:ויקיפדיה - תמונות שימוש הוגן Fair value שווי הוגן Fairbanks פיירבנקס Fairchild Republic A-10 Thunderbolt II A-10 ת'נדרבולט II Fairey Albacore פיירי אלבקור Fairey Battle פיירי באטל Fairey Fulmar פיירי פולמאר Fairey Gordon פיירי גורדון Fairey Swordfish פיירי סורדפיש Fairies קטגוריה:פיות Fairly Local Fairly Local Fairtrade certification אישור סחר הוגן Fairuz פיירוז Fairuza Balk פאירוזה באלק Fairview Fairview Fairy פיה Fairy Tail פיירי טייל Fairy Tale Police Department משטרת האגדות Fairy chess piece כלי שחמט אגדתיים Fairy tale מעשייה Fairy tales קטגוריה:מעשיות ואגדות Fais que ton rêve soit plus long que la nuit Fais Que Ton Reve Soit Plus Long Que La Nuit Faisal פייסל Faisal Al-Husseini International Stadium אצטדיון פייסל חוסייני Faisal Husseini פייסל חוסייני Faisal I of Iraq מלך עיראק פייסל הראשון Faisal II of Iraq מלך עיראק פייסל השני Faisal al-Fayez פייסל אל-פאיז Faisal al-Qassem פייסל אל-קאסם Faisal of Saudi Arabia מלך ערב הסעודית פייסל Faisalabad פייסלאבאד Faisal–Weizmann Agreement הסכם ויצמן-פייסל Faith Faith Faith Ford פיית' פורד Faith Hill פיית' היל Faith No More Faith No More Faith No More קטגוריה:פיית' נו מור Faith No More - Epic.jpg תמונה:Faith No More - Epic.jpg Faith No More Annes Song.JPG תמונה:Faith No More Annes Song.jpg Faith No More Everythings Ruined.jpg תמונה:Faith No More Everythings Ruined.jpg Faith No More Introduce Yourself.jpg תמונה:Faith No More Introduce Yourself.jpg Faith No More Land Of Sunshine.jpg תמונה:Faith No More Land Of Sunshine.jpg Faith No More – Easy.jpg תמונה:Faith No More - Easy.jpg Faith No More-We Care A Lot.jpg תמונה:Faith No More-We Care A Lot.jpg Faithless פיית'לס Faithnomoremidlife.jpg תמונה:Faithnomoremidlife.jpg Faitlovitch students קטגוריה:תלמידי פייטלוביץ' Faiyum פיום Faiyum Governorate אל-פיום Fajans' rules כללי פג'נס Fajja פג'ה Fajr פג'ר Fajr prayer פג'ר Fajr-27 פג'ר 27 Fajr-3 פג'ר Fake fur פרווה מלאכותית Fakhr al-Din al-Razi פח'ר א-דין א-ראזי Fakhr-al-Din II פח'ר א-דין השני Faking It המתחזים Faking It מעמידות פנים Fakir פקיר Fala פאלא Falafel פלאפל Falah Mustafa Bakir פלאה מוסטפא בכיר Falaise Pocket קרב פאלז Falanouc פלאנוק Falash Mura פלאשמורה Falasteen 48 פלסטין 48 Falcata פלקטה Falco פאלקו Falco KC Szombathely פלקו סומבטהי Falcon בז Falcon פלקון Falcon 1 פאלקון 1 Falcon 4.0 פאלקון 4.0 Falcon 9 פאלקון 9 Falcon Beach פלקון ביץ' Falcon Heavy פאלקון כבד Falcone–Borsellino Airport נמל התעופה הבינלאומי של פלרמו Falconidae בזיים Falconidae קטגוריה:בזיים Falconry בזיירות Falcón פלקון Falenica פלניצה Falih Rıfkı Atay פליה ריפקי אטאיי Falintil פלינטיל Falk פאלק Falkenbach פאלקנבאך Falkensee פאלקנזה Falkirk Wheel גלגל פולקרק Falkland Islands איי פוקלנד Falkland Islands קטגוריה:איי פוקלנד Falkland Islands Government House בית הממשלה Falkland Islands Stanley סטנלי Falkland Islands wolf שועל מאלוויני Falklands War מלחמת פוקלנד Falklands War קטגוריה:מלחמת פוקלנד Falko Götz פאלקו גץ Fall הנפילה Fall Out Boy פול אאוט בוי Fall of Antwerp המצור על אנטוורפן Fall of Baghdad כיבוש בגדאד Fall of Constantinople כיבוש קונסטנטינופול Fall of Giants נפילת ענקים Fall of man נפילת האדם Fall of the Hulks נפילת הענקים Fall of the Mutants אקס-מן: נפילת המוטאנטים Fallacies of illicit transference כשלי הפצה Fallacy כשל לוגי Fallacy of composition כשל הרכבה Fallacy of division כשל חלוקה Fallacy of exclusive premises כשל הנחות בלעדיות Fallacy of four terms כשל ארבעה תנאים Fallacy of relative privation כשל המצוקה היחסית Fallacy of the single cause אפקט משולב Fallacy of the undistributed middle כשל אמצע לא מופץ Fallada פאלאדה Fallen Fallen Fallen Monument Park גן הפסלים Fallibilism פליביליזם Falling Down בדרך למטה Falling Skies השמיים נופלים Falling To Pieces תמונה:FNM fallingtopieces.jpg Falling into Infinity Falling Into Infinity Falling on a grenade קפיצה על רימון Fallingwater הבית על האשד Fallopian tube חצוצרה Fallout Fallout Fallout 3 Fallout 3 Fallout 4 Fallout 4 Fallout shelter מקלט גרעיני Fallow deer יחמור אירופי Fallschirmjäger פאלשירמייגר Fallujah פלוג'ה Falooda פאלודה Falsas Esperanzas Falsas Esperanzas False Bay מפרץ פולס False Dmitriy I דמיטרי הכוזב הראשון False Dmitry II דמיטרי הכוזב השני False Flag כפולים False Impression תמונה כוזבת False accusation חוק איסור לשון הרע False accusation of rape אונס בדוי False analogy הקבלה שגויה False awakening חלום בתוך חלום False cobra תלום קשקשים מדברי False consciousness תודעה כוזבת False dilemma ברירה כוזבת False discovery rate שיעור התגליות השגויות False flag דגל כוזב False flag operations קטגוריה:מבצעי דגל כוזב False gharial גאביאל חקיין False imprisonment כליאת שווא False killer whale עבשן קטלני False memory syndrome תסמונת זיכרון שווא False pregnancy היריון מדומה False premise הנחה כוזבת False prophet נביא שקר False-consensus effect אפקט הקונצנזוס השגוי Falsetto פלסט Falsifiability הפרכה Falstaff פלסטף Faltings's theorem משפט פאלטינגס Falun Gong פאלון גונג Famagusta פמגוסטה Famagusta Bay מפרץ מאוסה Fama–French three-factor model משתמש:Avisnacks/מודל פאמא-פרנצ' Fame תהילה Fameposter.jpg קובץ:Fameposter.jpg Famicom Family logo.svg תמונה:Famicom Family logo.png Familial Mediterranean fever קדחת ים תיכונית משפחתית Familial adenomatous polyposis פוליפוזיס משפחתית Familial dysautonomia דיסאוטונומיה משפחתית Familial hypercholesterolemia היפרכולסטרולמיה משפחתית Familial thoracic aortic aneurysm ניוון ציסטי של הגלימה האמצעית Families קטגוריה:משפחות Family משפחה Family קטגוריה:משפחה Family Business עסק משפחתי Family Feud טוטו משפחתי Family Guy איש משפחה Family Guy ספר:איש משפחה Family Matters אריזה משפחתית Family Plot מזימות Family Ties קשרי משפחה Family business עסק משפחתי Family car מכונית משפחתית Family court בית משפט לענייני משפחה Family economics כלכלת המשפחה Family economics קטגוריה:כלכלת משפחה Family law דיני משפחה Family law קטגוריה:דיני משפחה Family medicine קטגוריה:רפואת משפחה Family medicine רפואת משפחה Family office Family Office Family resemblance דמיון משפחתי Family reunification איחוד משפחות Family sayings לקסיקון משפחתי Family templates קטגוריה:תבניות עצי משפחה Family therapy טיפול משפחתי Family tree תבנית:עץ משפחה Family tree of Rickard Stark תבנית:עץ משפחה בית סטארק Family tree/end תבנית:עץ משפחה/סוף Family tree/start תבנית:עץ משפחה/התחלה Family tree/step2 תבנית:עץ משפחה/קוד Famine רעב המוני Famine Stela אסטלת הרעב Famines קטגוריה:רעב המוני Famke Janssen פמקה ינסן Famuli vestrae pietatis דואו סונט Fan אוהד Fan Gang פאן גאנג Fan Lau פאן לאו Fan Lau Fort מצודת פאן לאו Fan Museum מוזיאון המניפות Fan art פאנארט Fan convention כנס חובבים Fan conventions קטגוריה:ועידות Fan fiction ספרות חובבים Fan vault קמרון מניפה Fan-Tan פאן-טאן Fan-tailed raven עורב קצר זנב Fanboy & Chum Chum פריקבוי וצ'אם צ'אם Fancy Fancy Fandango פנדנגו Fandaqumiya פנדקומיה Fandom פנדום Fandom user templates קטגוריה:ויקיפדיה - משתמש - קהילת מעריצים Fandub פאנדאב Fang 23/Paleolithic תקופת האבן הקדומה Fang Lizhi פאנג לי ז'י Fania Bergstein פניה ברגשטיין Fania Fénelon פניה פנלון Fania Oz-Salzberger פניה עוז-זלצברגר Fanling Lodge בקתת פאנלינג Fannie Mae פאני מאי Fanning פנינג Fanny Ardant פאני ארדן Fanny Blankers-Koen פאני בלנקרס-קון Fanny Brice פאני ברייס Fanny Durack פאני דוראק Fanny Kaplan פאניה קפלן Fanny Lewald פאני לוואלד Fanny Mendelssohn פאני מנדלסון Fano פאנו Fansub פאנסאב Fanta פאנטה Fantasea Fantasea Fantasia פנטזיה Fantasia פנטסיה Fantasia 2000 פנטסיה 2000 Fantasmic! פנטזמיק! Fantastic Beasts and Where to Find Them חיות הפלא והיכן למצוא אותן Fantastic Four ארבעה מופלאים Fantastic Four ארבעת המופלאים Fantastic Four קטגוריה:ארבעת המופלאים Fantastic Four: Rise of the Silver Surfer ארבעת המופלאים: עלייתו של הגולש הכסוף Fantastic Four: World's Greatest Heroes ארבעת המופלאים Fantasy פנטזיה Fantasy קטגוריה:פנטזיה Fantasy books קטגוריה:ספרי פנטזיה Fantasy film סרט פנטזיה Fantasy films קטגוריה:סרטי פנטזיה Fantasy films by genre קטגוריה:סרטי פנטזיה לפי סוגה Fantasy films by series קטגוריה:סדרות סרטי פנטזיה Fantasy in the Sky פנטזיה בשמים Fantasy sport ליגת החלומות Fantasy writers קטגוריה:סופרי פנטזיה Fantasyland ארץ הפנטזיה Fantomex פנטומאקס Fantômas פנטומאס Fanzine פנזין Fanzines קטגוריה:פנזינים Faolin42 user:faolin42 Faouzi Ghoulam פאוזי גולאם Faqqua פקועה Far Beyond Driven Far Beyond Driven Far Beyond the Stars Far Beyond the Stars Far Cry Far Cry Far Cry 2 Far Cry 2 Far Cry 3 Far Cry 3 Far Cry 4 Far Cry 4 Far East המזרח הרחוק Far East Movement פאר איסט מובמנט Far Eastern Party קבוצת המזרח הרחוק Far Eastern Republic רפובליקת המזרח הרחוק Far from Heaven הרחק מגן עדן Far from the Madding Crowd הרחק מהמון מתהולל Far from the Madding Crowd הרחק מן ההמון הסוער Far side of the Moon הצד הרחוק של הירח Far-left politics קטגוריה:שמאל רדיקלי Far-left politics שמאל רדיקלי Far-right politics קטגוריה:ימין רדיקלי Farad פאראד Faraday פאראדיי Faraday cage כלוב פאראדיי Faraday constant קבוע פאראדיי Faraday effect אפקט פאראדיי Faraday's law of induction חוק פאראדיי Farafenni פאראפני Farah Pahlavi פארה דיבה Farallon Plate לוח פרלון Faramarz Aslani פראמרז אסלאני Faramir פרמיר Faras Hamdan פארס חמדאן Faravahar פרוהר Farband איקו"ף Farber פרבר Farbrengen התוועדות Farce פארסה Fareed Zakaria פריד זקריה Fares פארס Farewell Baghdad מפריח היונים Fareynikte Partizaner Organizatsye ארגון הפרטיזנים המאוחד Farfel פארפל Fargo פארגו Farhad Moshiri פרהאד מושירי Farhi פרחי Farhud הפרהוד Farid al-Atrash פריד אל-אטרש Farinata פאינה Farinelli פארינלי Faris פאריס Fark Fark Farm חווה חקלאית Farm Security Administration מנהלת החקלאות האמריקאית FarmVille פארמוויל Farmer פארמר Farmers' market שוק איכרים Farmers' suicides in India התאבדויות חקלאים בהודו Farming tools קטגוריה:ציוד חקלאי Farnborough Airshow הסלון האווירי בפארנבורו Farnsworth House בית פארנסוורת' Faroe Coat of arms 3.png קובץ:Faroe Coat of arms 3.gif Faroe Islands איי פארו Faroe Islands קטגוריה:איי פארו Faroe Islands Mykines מייקינס Faroe Islands Premier League ליגת העל של איי פארו Faroe Islands Sandur סאנדור Faroe Islands at the Paralympics איי פארו במשחקים הפאראלימפיים Faroe Islands national football team נבחרת איי פארו בכדורגל Faroe Islands women's national football team נבחרת איי פארו בכדורגל נשים Faroese footballers קטגוריה:איי פארו: כדורגלנים Faroese language פארואזית Faroese people קטגוריה:פארואזים Farofa פארופה Farouk Hosny פארוק חוסני Farouk Kaddoumi פארוק קדומי Farouk Shami פארוק שאמי Farouk al-Sharaa פארוק א-שרע Farouk of Egypt פארוק הראשון Farrah Fawcett פארה פוסט Farrell פארל Farrelly פארלי Farrelly brothers האחים פארלי Farrelly brothers תבנית:האחים פארלי Farrier פרזול סוסים Farrow פארו Fars Province פארס Farscape פארסקייפ Farthest South קצה הדרום Farthing פרד'ינג Faryd Mondragón פאריד מונדראגון Farzana Aslam פרזנה אסלאם Fas FAS Fasces פסקס Fascia חיתולית Fascism פשיזם Fascism קטגוריה:פשיזם Fascism in the United Kingdom קטגוריה:פשיזם בבריטניה Fashion אופנה Fashion קטגוריה:אופנה Fashion House בית האופנה Fashion accessories קטגוריה:אביזרי אופנה Fashion design עיצוב אופנה Fashion designers קטגוריה:מעצבי אופנה Fashion in India אופנה בהודו Fashion magazines קטגוריה:מגזיני אופנה Fashion photographers קטגוריה:צלמי אופנה Fashion show תצוגת אופנה Fashion victim קורבן אופנה Fashionctrl/cassidi קסידי בוטיק Fashoda Incident תקרית פשודה Fasil Ghebbi פאסיל גמב Fasilides קיסר אתיופיה פאסילידס Fassbender פסבנדר Fassuta פסוטה Fast פאסט Fast & Furious מהיר ועצבני 4 Fast & Furious 6 מהיר ועצבני 6 Fast 8 מהיר ועצבני 8 Fast Five מהיר ועצבני 5 Fast Fourier transform FFT Fast Green FCF ירוק מהיר FCF Fast Second החקיין המהיר Fast Yellow AB צהוב מהיר AB Fast and the furious poster.jpg תמונה:Fast and the furious.jpg Fast chess בליץ Fast food מזון מהיר Fast food קטגוריה:מזון מהיר Fast of Esther תענית אסתר Fast of Gedalia צום גדליה Fast of the Firstborn תענית בכורות Fast retransmit Fast retransmit Fast-food franchises קטגוריה:רשתות מזון מהיר Fast-roping פאסט-רופ Fasting צום Fastiv פסטוב Fat שומן Fat Head שמנצ'יק Fat Joe פאט ג'ו Fat Lever פאט ליבר Fat Man איש שמן Fat Old Sun Atom Heart Mother#צד ב' Fat White Family Fat White Family Fat embolism תסחיף שומן Fata Morgana פאטה מורגנה Fatah פת"ח Fatah קטגוריה:פת"ח Fatah Hawks נצי הפת"ח Fatah al-Islam פתח אל-אסלאם Fatah members קטגוריה:פעילי פת"ח Fatah–Hamas Mecca Agreement הסכם מכה Fatah–Hamas conflict עימות חמאס-פת"ח ברצועת עזה Fatal Attraction חיזור גורלי Fatal Attractions אקס-מן: משיכות קטלניות Fatal familial insomnia חוסר שינה תורשתי קטלני FatalError/Ajax AJAX Fatalism פטליזם Fate גורל Fate of Norns Fate of Norns Fateh פתח Fateh-110 פאתח 110 Fatehpur Sikri פטהפור סיקרי Fatelessness ללא גורל Fatema Mernissi פאטמה מרניסי Faten Hamama פאתן חמאמה Father אב Father Time אב הזמן Father figure דמות אב Father of All Bombs אבי כל הפצצות Father of a Soldier אבא של חייל Father of the Bride אבי הכלה Father of the Bride Part II אבי הכלה 2 Father of the Nation אבי האומה Father's Day יום האב Fatherland ארץ אבות Fatherland Front חזית המולדת של בולגריה Fatherland Front מפלגת חזית המולדת האוסטרית Fathi Arafat פתחי ערפאת Fathi Hamad פתחי חמאד Fathi Shaqaqi פתחי שקאקי Fatigue עייפות Fatigue עייפות החומר Fatih Akin פאטי אקין Fatih Sultan Mehmet Bridge גשר פתיה סולטאן מהמט Fatih Terim פתיח טרים Fatima Gate שער פאטמה Fatima Masumeh Shrine מקדש פאטמה מעצומה Fatimah פאטמה בת מוחמד Fatimid Caliphate השושלת הפאטמית Fatimid caliphs קטגוריה:פאטימים Fatmagül'ün Suçu Ne? פטמגול Fatmir Sejdiu פאטמיר סג'דיו Fatmire Alushi פטמירה אלושי Fatoot פתות Fatou Bensouda פאטו בנסודה Fatou's lemma הלמה של פאטו Fats Waller פאטס וולר Fatshe leno la rona המנון בוטסואנה Fatty acid חומצת שומן Fatum Aeternum Fatum Aeternum Fatuma Roba פטומה רובה Fatwa פתווה Faucet aerator חסכם Fauda פאודה Faulhorn פאולהורן Fault העתק Fault tree analysis עץ כשל Faulty generalization כשלי היקש Fauna פאונה Fauna by continent קטגוריה:בעלי חיים לפי יבשות Fauna by country קטגוריה:פאונה לפי מדינות Fauna of Africa קטגוריה:אפריקה: החי Fauna of Antarctica קטגוריה:בעלי חיים בקוטב הדרומי Fauna of Argentina קטגוריה:ארגנטינה: בעלי חיים Fauna of Asia קטגוריה:אסיה: בעלי חיים Fauna of Australia החי של אוסטרליה Fauna of Australia קטגוריה:אוסטרליה: החי Fauna of Brazil קטגוריה:פאונה של ברזיל Fauna of Canada קטגוריה:קנדה: בעלי חיים Fauna of Central America קטגוריה:אמריקה המרכזית: בעלי חיים Fauna of China קטגוריה:סין: בעלי חיים Fauna of Cuba קטגוריה:קובה: בעלי חיים Fauna of Denmark קטגוריה:דנמרק: בעלי חיים Fauna of Ecuador קטגוריה:אקוודור: בעלי חיים Fauna of Ethiopia קטגוריה:אתיופיה: בעלי חיים Fauna of Europe קטגוריה:אירופה: בעלי חיים Fauna of India קטגוריה:הודו: בעלי חיים Fauna of Indonesia קטגוריה:פאונה של אינדונזיה Fauna of Israel קטגוריה:ארץ ישראל: החי Fauna of Japan קטגוריה:פאונה של יפן Fauna of Madagascar קטגוריה:מדגסקר: בעלי חיים Fauna of Mexico קטגוריה:פאונה של מקסיקו Fauna of Myanmar קטגוריה:מיאנמר: בעלי חיים Fauna of Nepal קטגוריה:נפאל: בעלי חיים Fauna of New Zealand החי של ניו זילנד Fauna of New Zealand קטגוריה:ניו זילנד: החי Fauna of North America קטגוריה:אמריקה הצפונית: בעלי חיים Fauna of Oceania קטגוריה:אוסטרליה ואוקיאניה: בעלי חיים Fauna of Russia קטגוריה:פאונה של רוסיה Fauna of South Africa קטגוריה:דרום אפריקה: בעלי חיים Fauna of South America קטגוריה:אמריקה הדרומית: בעלי חיים Fauna of South Asia קטגוריה:תת-היבשת ההודית: בעלי חיים Fauna of Southeast Asia קטגוריה:דרום-מזרח אסיה: בעלי חיים Fauna of Sri Lanka קטגוריה:סרי לנקה: בעלי חיים Fauna of Tibet קטגוריה:טיבט: בעלי חיים Fauna of the Arctic קטגוריה:בעלי חיים באזור הארקטי Fauna of the Caribbean קטגוריה:הקריביים: בעלי חיים Fauna of the Philippines קטגוריה:פאונה של הפיליפינים Fauna of the United Kingdom קטגוריה:בריטניה: בעלי חיים Faust פאוסט Faustina Bordoni פאוסטינה בורדוני Faustino Asprilla פאוסטינו אספרייה Fausto Paravidino פאוסטו פרווידינו Fauvism פוביזם Fauvism קטגוריה:פוביזם Faux pas Faux pas Fauxbourdon פובורדון Favela פאבלה Favianna Rodriguez פביאנה רודריגז Favicon Favicon Favourite מועדף Favourite Worst Nightmare Favourite Worst Nightmare Favourite subject user templates קטגוריה:ויקיפדיה - משתמש - נושא מועדף Fawlty Towers המלון של פולטי Fawzi Al-Mulki פאוזי אל-מולקי Fawzi Selu פאוזי סלו Fawzi al-Qawuqji פאוזי קאוקג'י Fawzia Fuad of Egypt פאוזיה פואד Fax פקס Fay Bainter פיי ביינטר Fay Weldon פיי ולדון Fay Wray פיי ריי Fayalite פאיאליט Faye Dunaway פיי דאנאוויי Faye Kellerman פיי קלרמן Faye White פיי וייט Fayetteville פאייטוויל Fayez Tarawneh פאיז א-טראונה Fayez al-Sarraj פאיז א-סראג' Fayge Ilanit פייגה אילנית Fayuan Zhulin יער הפנינים של גן הדהארמה Fayum mummy portraits דיוקנאות המומיות מפיום Fazul Abdullah Mohammed פאזול עבדאללה מוחמד Fazıl Say פזיל סאי Fea's muntjac מונטיאק פי Fealty פידליטאס Fear פחד Fear Factor אפקט הפחד Fear Itself הפחד עצמו Fear and Desire פחד ותשוקה Fear and Loathing in Las Vegas פחד ותיעוב בלאס וגאס Fear and Trembling חיל ורעדה Fear of God יראת שמים Fear of a Blank Planet Fear of a Blank Planet Fear of children פדופוביה Fear of flying פחד טיסה Fear of missing out חרדת החמצה Fear of the Dark Fear of the Dark Fear the Walking Dead אימת המתים המהלכים Fearless Fearless Feast of San Gennaro פסטיבל סן ג'נארו Feast of the Ascension חג העלייה Feast of the Cross חג הצלב Feather נוצה Feather duster מאבק נוצות Feathered dinosaur דינוזאורים מנוצים Feature פיצ'ר Feature film סרט באורך מלא Feature integration theory תאוריית אינטגרציית התכוניות Featured article תבנית:ערך מומלץ Featured article candidates ויקיפדיה:ערכים מומלצים/הצבעה Featured article candidates/Emma Watson/Happy-melon אמה ווטסון Featured article criteria ויקיפדיה:ערכים מומלצים/קריטריונים לקביעת ערך מומלץ Featured articles פורטל:ערכים מומלצים Featured articles קטגוריה:ערכים מומלצים Featured articles/sandbox פורטל:ערכים מומלצים Featured picture candidates ויקיפדיה:תמונה מומלצת/הוספה למומלצות/דיונים Featured picture candidates/Aikya Linga in Varanasi.jpg פגניות Featured picture candidates/March-2009 פגניות Featured picture candidates/March-2010 תבנית:תמונה מומלצת 9 באפריל 2010 Featured picture candidates/Pyrocumulus clouds in Yellowstone תבנית:תמונה מומלצת 9 באפריל 2010 Featured picture candidates/new layout ויקיפדיה:תמונה מומלצת/הוספה למומלצות/דיונים Featured picture candidates/new layout b ויקיפדיה:תמונה מומלצת/הוספה למומלצות/דיונים Featured picture criteria ויקיפדיה:תמונה מומלצת/קריטריונים לקביעת תמונה מומלצת Featured pictures ויקיפדיה:תמונה מומלצת Featured portal candidates ויקיפדיה:ערכים מומלצים/המלצה על פורטלים Featuresaltlakecity/Salt Lake City סולט לייק סיטי Febrile seizure פרכוס חום Febris פבריס Februa פברואה February פברואר February קטגוריה:פברואר February 1 1 בפברואר February 10 10 בפברואר February 11 11 בפברואר February 12 12 בפברואר February 13 13 בפברואר February 14 14 בפברואר February 15 15 בפברואר February 16 16 בפברואר February 17 17 בפברואר February 18 18 בפברואר February 19 19 בפברואר February 2 2 בפברואר February 20 20 בפברואר February 2013 nor'easter סופת השלגים נמו February 21 21 בפברואר February 22 22 בפברואר February 23 23 בפברואר February 24 24 בפברואר February 25 25 בפברואר February 26 26 בפברואר February 26 Incident מרד הנפל של 26 בפברואר 1936 February 27 27 בפברואר February 28 28 בפברואר February 29 29 בפברואר February 3 3 בפברואר February 30 30 בפברואר February 4 4 בפברואר February 5 5 בפברואר February 6 6 בפברואר February 7 7 בפברואר February 8 8 בפברואר February 9 9 בפברואר February Revolution מהפכת פברואר February observances קטגוריה:אירועים בחודש פברואר Februus פברואוס Fecal microbiota transplant השתלת צואה Fecal occult blood דם סמוי בצואה Fecal-oral route מחזור צואה-פה Feces צואה Feces קטגוריה:צואה Fed Cup גביע הפדרציה Fed Cup teams קטגוריה:נבחרות גביע הפדרציה FedCup player תבנית:פרופיל Fed FedEx פדקס FedEx Express פדקס אקספרס FedExField מגרש פדקס Federacion Puertorriquena de Futbol תמונה:Logofpf.jpg Federación Anarquista Ibérica פדרציית האנרכיסטים האיברית Federal Assembly אספת הברית Federal Assembly האספה הפדרלית של אוסטריה Federal Assembly האספה הפדרלית של רוסיה Federal Assembly קטגוריה:הדומה הממלכתית של רוסיה Federal Aviation Administration רשות התעופה הפדרלית Federal Bureau of Investigation FBI Federal Bureau of Investigation קטגוריה:FBI Federal Bureau of Prisons לשכת בתי הכלא הפדרלית Federal Chancellor of Switzerland קנצלר שווייץ Federal Communications Commission רשות התקשורת הפדרלית Federal Council המועצה הפדרלית של אוסטריה Federal Counterintelligence Service השירות הפדרלי למודיעין מסכל של רוסיה Federal Customs Service of Russia שירות המכס הפדרלי של רוסיה Federal Dependencies of Venezuela הדפנדנסיות הפדרליות של ונצואלה Federal Deposit Insurance Corporation התאגיד הפדרלי לביטוח פיקדונות Federal District המחוז הפדרלי של ברזיל Federal Drug Control Service of Russia פסק"ן Federal Emergency Management Agency FEMA Federal Intelligence Service שירות הביון הפדרלי Federal Investigation Agency סוכנות החקירות הפדרלית Federal Military Memorial Cemetery בית העלמין הצבאי הפדרלי לזכר הנופלים Federal Ministries of Russia קטגוריה:משרדי הממשל של הפדרציה הרוסית Federal Ministry of Finance משרד האוצר Federal Ministry of the Interior משרד הפנים Federal Office for Information Security המשרד הפדרלי לטכנולוגיית מידע Federal Office for the Protection of the Constitution המשרד הפדרלי להגנת החוקה Federal Office for the Protection of the Constitution and Counterterrorism המשרד הפדרלי להגנת החוקה ומלחמה בטרור Federal Penitentiary Service שירות בתי הסוהר הפדרלי Federal Police המשטרה הפדרלית של אוסטריה Federal Police המשטרה הפדרלית של בלגיה Federal Police המשטרה הפדרלית של גרמניה Federal Police המשטרה הפדרלית של מקסיקו Federal Protective Service שירות האבטחה הפדרלי Federal Protective Service שירות האבטחה הפדרלי של ארצות הברית Federal Protective Service שירות האבטחה הפדרלי של רוסיה Federal Republic of Central America הפרובינציות המאוחדות של מרכז אמריקה Federal Reserve System פדרל ריזרב Federal Security Service שירות הביטחון הפדרלי Federal Security Service of the Russian Federation קטגוריה:שירות הביטחון הפדרלי Federal Service for Alcohol Market Regulation השירות הפדרלי לשליטה באלכוהול של רוסיה Federal Tax Police Service of the Russian Federation משטרת המס הרוסית Federal Territories in Malaysia קטגוריה:מלזיה: טריטוריות פדרליות Federal Triangle המשולש הפדרלי Federal University of Paraná האוניברסיטה הפדרלית של פרנה Federal cities of Russia הערים הפדרליות של רוסיה Federal cities of Russia קטגוריה:רוסיה: ערים פדרליות Federal city עיר פדרלית Federal district מחוז פדרלי Federal districts of Russia מחוזות פדרליים של רוסיה Federal districts of Russia קטגוריה:רוסיה: מחוזות פדרליים Federal funds rate ריבית פריים Federal government of the United States הממשל הפדרלי של ארצות הברית Federal law enforcement agencies of the United States קטגוריה:ארצות הברית: ארגונים משטרתיים פדרליים Federal republic רפובליקה פדרלית Federal subjects of Russia סובייקטים פדרליים של רוסיה Federal subjects of Russia קטגוריה:רוסיה: מחוזות Federalism פדרליזם Federalist Party המפלגה הפדרליסטית Federated States of Micronesia מיקרונזיה Federated States of Micronesia קטגוריה:מיקרונזיה Federated States of Micronesia at the Olympics מיקרונזיה במשחקים האולימפיים Federated States of Micronesia national football team נבחרת מיקרונזיה בכדורגל Federation פדרציה Federation Council מועצת הפדרציה Federation Council מועצת הפדרציה של רוסיה Federation of American Scientists פדרציית המדענים האמריקאים Federation of Australia איחוד אוסטרליה Federation of Bosnia and Herzegovina הפדרציה של בוסניה והרצגובינה Federation of Genealogical Societies הפדרציה לחברות גניאולוגיות Federation of Jewish Communities of the CIS פדרציית הקהילות היהודיות של רוסיה Federation of Malaya פדרציית מלאיה Federation of Rhodesia and Nyasaland הפדרציה של רודזיה וניאסלנד Federazione Italiana Nuoto פדרציית השחייה האיטלקית Federazione Italiana Pallacanestro פדרציית הכדורסל האיטלקית Federer–Nadal rivalry היריבות בין פדרר ונדאל Federica Mogherini פדריקה מוגריני Federica Pellegrini פדריקה פלגריני Federico Balzaretti פדריקו בלזארטי Federico Bonelli פדריקו בונלי Federico Borromeo פדריקו בורומאו Federico Carlos Gravina y Nápoli פדריקו גראווינה Federico Castelluccio פדריקו קסטלוצ'יו Federico Fazio פדריקו פאסיו Federico Fellini פדריקו פליני Federico Fellini International Airport נמל התעופה הבינלאומי פדריקו פליני Federico Fernández פדריקו פרננדס Federico Franco פדריקו פרנקו Federico García Lorca פדריקו גארסיה לורקה Federico Grabich פדריקו גראביץ' Federico Zuccari פדריקו צוקרי Federigo Giambelli פדריגו ג'אמבלי Federweisser יין צעיר Fedir Bohatyrchuk פדור בוגאטירצ'וק Fedor Duz-Khotimirsky פיודור דוס-חוטימירסקי Fedor Emelianenko פדור אמליאננקו Fedor von Bock פדור פון בוק Fedora פדורה Fedora Barbieri פדורה ברביירי Fedora Project פרויקט פדורה Fee אגרה Feedback משוב Feedback vertex set בעיית קבוצת קודקודי המשוב Feeding תבנית:התנהגויות אכילה בעולם החי Feeding tube הזנה אנטרלית FeelSunny תבנית:משתמש נשוי Feeling free טום פטי Fefan פפן Fehmi Bülent Yıldırım בולנט פהמי ילדרים Fehr פהר Fehu פהו Feige פייגה Feigenbaum פייגנבוים Feigenbaum constants קבועי פייגנבאום Feige–Fiat–Shamir identification scheme פרוטוקול פייגה-פיאט-שמיר Feigin פייגין Feijoada פייז'ואדה Feinberg פיינברג Feinoha/Admins ????????:????? ????? Feinstein פיינשטיין Feistel cipher רשת פייסטל Fejuric/somethingnice נבחרת נמיביה בכדורגל Fejér County פייר Fekete polynomial פולינום פקטה Fela Kuti פלה קוטי Felagund משתמש:Felagund Feldberg פלדברג Feldenkrais Method פלדנקרייז Feldgendarmerie פלדז'נדרמרי Feldheim Publishers הוצאת פלדהיים Feldherrnhalle פלדהרנהלה Feldjäger המשטרה הצבאית של גרמניה Feldman פלדמן Feldspar פצלת השדה Feldspar קטגוריה:פצלות השדה Feldspathoid פלדשפטואיד Feldstein פלדשטיין Felice Anerio פליצ'ה אנריו Felice Beato פליצ'ה באטו Felice Gimondi פליצ'ה ג'ימונדי Felice Pazner Malkin פליס פזנר מלכין Felice Romani פליצ'ה רומאני Felicia Langer פליציה לנגר Felicity פליסיטי Felicity Huffman פליסיטי האפמן Felicity Jones פליסיטי ג'ונס Felicja Blumental פליציה בלומנטל Felidae חתוליים Felidae nav תבנית:חתוליים Felids קטגוריה:חתוליים Felids of India קטגוריה:הודו: חתולים גדולים Feliformia דמויי חתול Felinae חתולים קטנים Feline immunodeficiency virus נגיף הכשל החיסוני בחתול Feline lower urinary tract disease דלקת דרכי השתן התחתונות בחתול Feline panleukopenia חתלתלת Felines קטגוריה:חתוליים Felipe פליפה Felipe Caicedo פליפה קאייסדו Felipe Calderón פליפה קלדרון Felipe Colombo פליפה קולומבו Felipe González פליפה גונסאלס Felipe Kitadai פליפה קיטדאי Felipe Massa פליפה מאסה Felipe Melo פליפה מלו Felipe Muñoz פליפה מוניוס Felipe Reyes פליפה רייס Felipe Santana פליפה סנטנה Felipe VI of Spain מלך ספרד פליפה השישי Felipe de Neve פליפה דה נווה Felis חתול Feliu Formosa פליו פורמוזה Felix פליקס Felix Aderca פליקס אדרקה Felix Adler פליקס אדלר Felix Aronovich פליקס אהרונוביץ' Felix Baumgartner פליקס באומגרטנר Felix Bernstein פליקס ברנשטיין Felix Bloch פליקס בלוך Felix Brych פליקס בריך Felix Dzerzhinsky פליקס דזרז'ינסקי Felix Fabri פליקס פברי Felix Frankfurter פליקס פרנקפורטר Felix Galimir פליקס גלימיר Felix Graf von Bothmer פליקס פון בותמר Felix Halfon פליקס חלפון Felix Hausdorff פליקס האוסדורף Felix Hoffmann פליקס הופמן Felix Jacoby פליקס יעקובי Felix Klein פליקס קליין Felix Magath פליקס מגאת Felix Mendelssohn פליקס מנדלסון-ברתולדי Felix Mottl פליקס מוטל Felix Naim פליקס נעים Felix Nussbaum פליקס נוסבאום Felix Otto Dessoff פליקס אוטו דסוף Felix Salten פליקס זאלטן Felix Slatkin פליקס סלטקין Felix Steiner פליקס שטיינר Felix Wankel פליקס ונקל Felix Warburg פליקס ורבורג Felix Weingartner פליקס ויינגרטנר Felix Weltsch פליכס ולטש Felix Zandman פליקס זנדמן Felix de Weldon פליקס דה ולדון Felix the Cat פליקס החתול Fellah פלאח Feller פלר Fellini Satyricon סטיריקון Fellow Student תלמיד חבר Fellows of the American Academy of Arts and Sciences קטגוריה:חברי האקדמיה האמריקאית לאמנויות ולמדעים Fellows of the American Mathematical Society קטגוריה:עמיתי האגודה האמריקאית למתמטיקה Fellows of the Association for Computing Machinery קטגוריה:עמיתי ACM Fellows of the Royal Society קטגוריה:עמיתי החברה המלכותית Fellows of the Royal Society of Literature קטגוריה:חברי האגודה המלכותית לספרות Felman פלמן Felsic פלסי Felt לבד Felt פלט Felton פלטון Female נקבה Female association football managers קטגוריה:מאמנות כדורגל Female aviators קטגוריה:טייסות Female bodybuilders קטגוריה:מפתחות גוף Female cyclists קטגוריה:רוכבות אופניים Female fencers קטגוריה:סייפות Female genital mutilation מילת נשים Female guards in Nazi concentration camps נשים בשורות הנאצים Female heads of government קטגוריה:ראשות ממשלה Female heads of state קטגוריה:נשיאות Female hysteria היסטריה נשית Female infanticide רצח תינוקות בנות Female military personnel קטגוריה:צבא: נשים Female mixed martial artists קטגוריה:לוחמות אמנויות לחימה משולבות Female models קטגוריה:דוגמניות Female representation in local government in Israel התמודדות נשים בבחירות מוניציפליות בישראל Female singers קטגוריה:זמרות Female swimmers קטגוריה:שחייניות Female tennis players קטגוריה:טניסאיות Femen פמן Femininity נשיות Feminism פמיניזם Feminism קטגוריה:פמיניזם Feminism and the arts קטגוריה:פמיניזם באמנות Feminist art אמנות פמיניסטית Feminist books קטגוריה:ספרים פמיניסטיים Feminist films קטגוריה:פמיניזם בקולנוע Feminist legal theory הגישה הפמיניסטית למשפט Feminist magazines קטגוריה:פמיניזם: כתבי עת Feminist movement התנועה הפמיניסטית Feminist movements and ideologies קטגוריה:זרמים בפמיניזם Feminist pedagogy פדגוגיה פמיניסטית Feminist sex wars מלחמות המין הפמיניסטיות Feminists קטגוריה:פמיניסטים Feminists by nationality קטגוריה:פמיניסטים לפי מדינה Femke Heemskerk פמקה המסקרק Femme Fatale Femme Fatale Femme Fatale Tour Femme Fatale Tour Femme fatale פאם פאטאל Femoral artery עורק הירך Femoral triangle משולש הירך Femtometre פרמי Femur עצם הירך Fenbladi/sandbox הסנדק Fence גדר Fencers קטגוריה:סייפים Fencing סיף Fencing קטגוריה:סיף Fencing at the Summer Olympics סיף במשחקים האולימפיים Fender פנדר Fender Jaguar פנדר ג'אגואר Fender Jazz Bass פנדר ג'אז בס Fender Musical Instruments Corporation פנדר Fender Stratocaster פנדר סטראטוקסטר Fender Telecaster פנדר טלקסטר Fendi פנדי Fenella Woolgar פנלה וולגר Fenerbahçe Men's Basketball פנרבחצ'ה Fenerbahçe S.K. פנרבחצ'ה Fenerbahçe basketball coaches קטגוריה:מאמני פנרבחצ'ה בכדורסל Fenerbahçe football managers קטגוריה:מאמני פנרבחצ'ה Fenerbahçe footballers קטגוריה:כדורגלני פנרבחצ'ה Fenerbahçe men's basketball players קטגוריה:כדורסלני פנרבחצ'ה Fenethylline קפטגון Feng shui פנג שווי Fennec fox פנק Fennec8/mysubpage שינה זעירה Fennel שומר פשוט Fennoman movement התנועה הפנומאנית Fennoscandia פנוסקנדיה Fenrir פנריר Fentanyl פנטניל Fenugreek גרגרנית יוונית Fenway Park פנוויי פארק Feodor Chaliapin פיודור שאליאפין Feodor Felix Konrad Lynen פאודור לינן Feodor I of Russia פיודור הראשון Feodor II of Russia פיודור השני Feodor III of Russia צאר רוסיה פיודור השלישי Feodosia פאודוסיה Feodosia Municipality פאודוסיה Feral cat חתול רחוב Feral child ילד פרא Ferapontov Monastery מנזר פראפונטוב Ferchar Fota פרכאר פוטה Ferchar mac Connaid פרכאר מק קונייד Ferde Grofé פרד גרופה Ferdi Tayfur פרדי טייפור Ferdinand Bruckner פרדיננד ברוקנר Ferdinand Cheval פרדינאן שבאל Ferdinand David פרדיננד דוויד Ferdinand Foch פרדיננד פוש Ferdinand Georg Frobenius פרדיננד גאורג פרובניוס Ferdinand Heim פרדיננד היים Ferdinand Hellmesberger פרדיננד הלמסברגר Ferdinand Hiller פרדיננד הילר Ferdinand I פרדיננד הראשון Ferdinand I of Austria קיסר אוסטריה פרדיננד הראשון Ferdinand I of Bulgaria מלך בולגריה פרדיננד הראשון Ferdinand I of Romania מלך רומניה פרדיננד הראשון Ferdinand I of the Two Sicilies מלך שתי הסיציליות פרננדו הראשון Ferdinand II פרננדו השני Ferdinand II of Aragon מלך אראגון פרננדו השני Ferdinand III פרדיננד השלישי Ferdinand III of Castile מלך קסטיליה פרננדו השלישי Ferdinand Konščak פרדיננד קונשצ'אק Ferdinand Lassalle פרדיננד לסל Ferdinand Leitner פרדיננד לייטנר Ferdinand Magellan פרדיננד מגלן Ferdinand Marcos פרדיננד מרקוס Ferdinand Marian פרדיננד מריאן Ferdinand Nahimana פרדיננד נאימנה Ferdinand Porsche פרדיננד פורשה Ferdinand Schaal פרדיננד שאל Ferdinand Schevill פרדיננד שצ'ביל Ferdinand Schörner פרדיננד שרנר Ferdinand Tönnies פרדיננד טניס Ferdinand Walsin Esterhazy פרדיננד אסטרהאזי Ferdinand de Lesseps פרדיננד דה לספס Ferdinand de Saussure פרדינן דה סוסיר Ferdinand von Arnim פרדיננד פון ארנים Ferdinand von Bismarck פרדיננד פון ביסמרק Ferdinand von Bredow פרדיננד פון ברדוב Ferdinand von Lindemann פרדיננד לינדמן Ferdinand von Quast פרדיננד פון קוואסט Ferdinand von Richthofen פרדיננד פון ריכטהופן Ferdinand von Sammern-Frankenegg פרדיננד פון סמרן-פרנקנג Ferdinand von Wrangel פרדיננד וראנגל Ferdinand von Zeppelin פרדיננד פון צפלין Ferdinando Bertoni פרדיננדו ברטוני Ferdinando Carulli פרדיננדו קארולי Ferdowsi פירדוסי Ferenc Csik פרנץ צ'יק Ferenc Deák פרנץ דיאק Ferenc Fricsay פרנץ פריצ'אי Ferenc Horváth פרנץ הורבאט Ferenc Molnár פרנץ מולנר Ferenc Mádl פרנץ מאדל Ferenc Plattkó פרנץ פלאטקו Ferenc Pulszky פרנץ פולסקי Ferenc Puskás פרנץ פושקש Ferenc Szálasi פרנץ סלשי Ferencvárosi TC פרנצווארוש Ferencvárosi TC footballers קטגוריה:כדורגלני פרנצווארוש Ferengi פרנגי Ferengi קטגוריה:מסע בין כוכבים - פרנגי Fereydoon Abbasi פריידון עבאסי-דוואני Fergana פרגנה Fergana Region פרגנה Fergie פרגי Fergus Millar פרגוס מילאר Fergus Mór פרגוס מור Fergus mac Echdach פרגוס מק אכדאך Ferguson פרגוסון Ferguson unrest הפרות הסדר בפרגוסון Feri Tradition מסורת פרי Feridun Zaimoğlu פרידון זיימוגלו Fermat curve עקום פרמה Fermat number מספר פרמה Fermat polygonal number theorem משפט המספרים המצולעים Fermat's Last Theorem המשפט האחרון של פרמה Fermat's little theorem המשפט הקטן של פרמה Fermat's principle עקרון פרמה Fermat's theorem משפט פרמה Fermat's theorem on sums of two squares סכום של שני ריבועים Fermata פרמטה Ferme générale פרם ז'נרל Fermentation תסיסה Fermented beverages קטגוריה:משקאות תוססים Fermented tea תה מותסס Fermi energy אנרגיית פרמי Fermi gas גז פרמי Fermi paradox פרדוקס פרמי Fermi problem בעיית פרמי Fermi's golden rule כלל הזהב של פרמי Fermion פרמיון Fermions קטגוריה:פרמיונים Fermium פרמיום Fermi–Dirac statistics התפלגות פרמי-דיראק Fermo פרמו Fern שרכים Fernand Braudel פרנאן ברודל Fernand Léger פרנאן לז'ה Fernand Point פרנאן פואן Fernand de Brinon פרנאן דה ברינון Fernand de Langle de Cary פרנן דה לנגל דה קרי Fernanda Montenegro פרננדה מונטנגרו Fernanda Takai פרננדה טאקאי Fernandel פרננדל Fernandina Island פרננדינה Fernandinho פרננדיניו Fernando Alonso פרננדו אלונסו Fernando Amorebieta פרננדו אמורבייטה Fernando Arrabal פרננדו ארבאל Fernando Belaúnde Terry פרננדו בלאונדה Fernando Belluschi פרננדו בלוצ'י Fernando Botero פרננדו בוטרו Fernando Buesa Arena פרננדו בואסה ארנה Fernando Cavenaghi פרננדו קבנאגי Fernando Collor de Mello פרננדו קולור דה מלו Fernando Colunga פרננדו קולונגה Fernando Couto פרננדו קאוטו Fernando Cáceres פרננדו קאסרס Fernando Escartín פרננדו אסקרטין Fernando Gago פרננדו גאגו Fernando Gomes פרננדו גומש Fernando González פרננדו גונסאלס Fernando Henrique Cardoso פרננדו אנריקה קרדוזו Fernando Hierro פרננדו היירו Fernando Llorente פרננדו יורנטה Fernando Lopes dos Santos Varela פרננדו לופס דוס סנטוס וארלה Fernando Lugo פרננדו לוגו Fernando Meirelles פרננדו מאירלס Fernando Morientes פרננדו מוריינטס Fernando Muslera פרננדו מוסלרה Fernando Muñoz פרננדו מוניוס Fernando Navarro פרננדו נבארו Fernando Pacheco Flores פרננדו פאצ'קו Fernando Pessoa פרננדו פסואה Fernando Redondo פרננדו רדונדו Fernando Santos פרננדו סנטוס Fernando Sor פרננדו סור Fernando Tejero פרננדו טחרו Fernando Torres פרננדו טורס Fernando Verdasco פרננדו ורדאסקו Fernando da Piedade Dias dos Santos פרננדו דוס סנטוס Fernando de Noronha פרננדו די נורוניה Fernando de la Rúa פרננדו דה לה רואה Fernsehturm Berlin מגדל הטלוויזיה של ברלין Fernão Mendes Pinto פרנאו מנדש פינטו Ferragosto פראגוסטו Ferran Adrià פראן אדריה Ferran Olivella פרן אוליביה Ferran Sunyer i Balaguer פראן סונייר בלגר Ferrante & Teicher פרנטה וטייכר Ferranti Mark 1 פרנטי סימן 1 Ferrar Glacier קרחון פראר Ferrara פרארה Ferrara פררה Ferrari פרארי Ferrari 125 S פרארי 159 / 125 Ferrari 360 פרארי 360 Ferrari 458 פרארי 458 איטליה Ferrari 488 פרארי 488 Ferrari 599 GTB Fiorano פרארי 599 GTB פיוראנו Ferrari 612 Scaglietti פרארי 612 סקאלייטי Ferrari F12berlinetta פרארי F12 ברלינטה Ferrari F430 פרארי F430 Ferrari FF פרארי FF Ferrari vehicles קטגוריה:רכבי פרארי Ferreira פריירה Ferrer פרר Ferrero קטגוריה:מותגי פררו Ferrero Rocher פררו רושה Ferrero SpA פררו Ferret חמוס Ferret-badger גירית סמורית Ferrex מלך בריטניה פרקס Ferrimagnetism פרימגנטיות Ferris Bueller's Day Off שמתי ברז למורה Ferris wheel גלגל ענק Ferris wheels קטגוריה:גלגלי ענק Ferritin פריטין Ferro Carril Oeste footballers קטגוריה:כדורגלני פרו קאריל אואסטה Ferrofluid נוזל מגנטי Ferrography פרוגרפיה Ferromagnetism פרומגנטיות Ferrosilite פרוסיליט Ferruccio Busoni פרוצ'ו בוזוני Ferruccio Lamborghini פרוציו למבורגיני Ferruginous duck צולל ביצות Ferry מעבורת Ferry Cross the Mersey Ferry cross the Mersey Fertile Crescent הסהר הפורה Fertility deities קטגוריה:אלילי פריון Fertility goddesses קטגוריה:אלות פריון Fertility gods קטגוריה:אלי פריון Fertilizer דשן Ferydoon Zandi פריידון זאנדי Fess פס Festigal פסטיגל Festival Festival Festival פסטיבל Festival d'Avignon פסטיבל אביניון Festival of Britain פסטיבל בריטניה Festivals קטגוריה:פסטיבלים Festivals by country קטגוריה:פסטיבלים לפי מדינה Festivals in Ancient Greece קטגוריה:יוון העתיקה: חגים ומועדים Festivals in Germany קטגוריה:גרמניה: פסטיבלים Festivals in India קטגוריה:הודו: חגים ופסטיבלים Festivals in Israel קטגוריה:ישראל: פסטיבלים Festivals in Japan קטגוריה:חגים יפניים Festivals in New York City קטגוריה:ניו יורק: פסטיבלים Festivals in the United Kingdom קטגוריה:בריטניה: פסטיבלים Festivals in the United States קטגוריה:ארצות הברית: פסטיבלים Festschrift ספר יובל Festus Ezeli פסטוס אזילי Feta פטה Fetal alcohol spectrum disorder תסמונת אלכוהול עוברית Fetal distress מצוקה עוברית Fetal movement תנועות עובר Fetească neagră פטאסקה שחורה Fetha Nagast פתחה נגסט Fethi Okyar אלי פטהי אוקיאר Fethiye פטהייה Fethullah Gülen פטהוללה גילן Fetishism פטישיזם Fetlar פטלאר Fetoscopy פטוסקופיה Fett פאט Fetter עשרת הכבלים Fettuccine פטוצ'יני Fettuccine Alfredo אלפרדו Fetus עובר Feuchtwanger פויכטוונגר Feud נקמת דם Feudalism פיאודליזם Feudalism קטגוריה:פיאודליזם Feuerstein פוירשטיין Feuillant פייאנטים Feuilleton פיליטון Fever חום Fever Pitch קדחת המגרש Fevre Dream חלום קדחת Feyenoord פיינורד Feyenoord managers קטגוריה:מאמני פיינורד Feyenoord players קטגוריה:כדורגלני פיינורד Feynman diagram דיאגרמת פיינמן Feynman slash notation סימון סלאש של פיינמן Fez תרבוש Fezzan פזאן Fi Zilal al-Quran פי ט'לאל אלקוראן Fiambre פיאמברה Fiamma Nirenstein פיאמה נירנשטיין Fianarantsoa פיאנארנצוה Fianchetto פיאנקטו Fianna Fáil פיאנה פול Fiannamail ua Dúnchado פיאנאמייל Fiat פיאט Fiat קטגוריה:פיאט Fiat 127 פיאט 127 Fiat 500 פיאט 500 Fiat 600 פיאט 600 Fiat Automobiles פיאט Fiat CR.42 פיאט CR 42 Fiat M11/39 פיאט M11/39 Fiat M13/40 פיאט M13/40 Fiat Punto פיאט פונטו Fiat Tipo פיאט טיפו Fiat Uno פיאט אונו Fiat money כסף פיאט Fiber סיב Fiber Distributed Data Interface Fiber Distributed Data Interface Fiber optic coupler מצמד סיבים אופטיים Fiber optics קטגוריה:סיבים אופטיים Fiber to the x FTTx Fiberglass פיברגלס Fibers קטגוריה:סיבים Fibigia משקפיים Fibonacci פיבונאצ'י Fibonacci heap ערימת פיבונאצ'י Fibonacci number סדרת פיבונאצ'י Fibonacci numbers קטגוריה:סדרת פיבונאצ'י Fibrate פיברט Fibre optic gyroscope גירוסקופ סיב אופטי Fibrin פיברין Fibroadenoma פיברואדנומה Fibroblast פיברובלסט Fibrocartilage callus קלוס Fibrodysplasia ossificans progressiva תסמונת FOP Fibromyalgia דאבת Fibrosis לייפת Fibrous cap כיפה סיבית Fibula שוקית Ficaria verna נורית הלב Ficbot משתמש:Ficbot Fichtel Mountains פיכטלגבירגה Fick's laws of diffusion חוקי הדיפוזיה של פיק Fiction סיפורת Fiction קטגוריה:סיפורת Fiction writers קטגוריה:מחברים Fictional animals קטגוריה:בעלי חיים בדיוניים Fictional automobiles קטגוריה:מכוניות מפורסמות Fictional bears קטגוריה:דובים בדיוניים Fictional books קטגוריה:ספרים בדיוניים Fictional cats קטגוריה:חתולים בדיוניים Fictional characters קטגוריה:דמויות בדיוניות Fictional characters by occupation קטגוריה:דמויות בדיוניות לפי מקצוע Fictional children קטגוריה:ילדים בדיוניים Fictional computers קטגוריה:מחשבים בדיוניים Fictional detectives קטגוריה:שוטרים בדיוניים Fictional dogs קטגוריה:כלבים בדיוניים Fictional ducks קטגוריה:ברווזים בדיוניים Fictional engineers קטגוריה:מהנדסים בדיוניים Fictional extraterrestrial characters קטגוריה:חוצנים Fictional film סרט עלילתי Fictional foods קטגוריה:מאכלים בדיוניים Fictional hares and rabbits קטגוריה:ארנבים בדיוניים Fictional hunters קטגוריה:ציידים בדיוניים Fictional lawyers קטגוריה:עורכי דין בדיוניים Fictional life forms קטגוריה:יצורים בדיוניים Fictional locations קטגוריה:מקומות בדיוניים Fictional murderers קטגוריה:רוצחים בדיוניים Fictional physicians קטגוריה:רופאים בדיוניים Fictional private investigators קטגוריה:חוקרים פרטיים בדיוניים Fictional revolutionaries קטגוריה:מהפכנים בדיוניים Fictional secret agents and spies קטגוריה:סוכנים חשאיים בדיוניים Fictional serial killers קטגוריה:רוצחים סדרתיים בדיוניים Fictional swords קטגוריה:חרבות בדיוניות Fictional technology קטגוריה:טכנולוגיות מדע בדיוני Fictional trees קטגוריה:עצים בדיוניים Fictional universe of Harry Potter הארי פוטר - מונחים Fictitious play משחק פיקטיבי Ficus פיקוס Ficus benghalensis פיקוס בנגלי Ficus microcarpa פיקוס השדרות Ficus palmata פיקוס בת-שקמה Ficus religiosa פיקוס קדוש Ficus sycomorus שקמה Fida'i המנון הרשות הפלסטינית Fiddler on the Roof כנר על הגג Fiddley Foodle Bird עופל בופל Fidei defensor מגן האמונה Fideism פידאיזם Fidel Castro פידל קסטרו Fidel Ramos פידל ראמוס Fidelio פידליו Fidelity Medallion מדליון הנאמנות Fidesz מפלגת האזרחים ההונגרית Fids4/sandbox גמישות פנוטיפית Fief פייף Field פילד Field שדה Field Museum of Natural History מוזיאון פילד להיסטוריה של הטבע Field armies קטגוריה:ארמיות Field armies of Bulgaria קטגוריה:ארמיות בולגריות Field armies of Germany קטגוריה:ארמיות גרמניות Field armies of Germany in World War II קטגוריה:ארמיות הוורמאכט Field armies of the Soviet Union קטגוריה:ארמיות סובייטיות Field armies of the United Kingdom קטגוריה:ארמיות בריטיות Field armies of the United States קטגוריה:ארמיות בצבא ארצות הברית Field army ארמייה Field extension הרחבת שדות Field hockey הוקי שדה Field hockey קטגוריה:הוקי שדה Field line קווי שדה Field marshals of Germany קטגוריה:גנרל-פלדמרשלים גרמנים Field marshals of Greece קטגוריה:פילדמרשלים בצבא ממלכת יוון Field marshals of Italy קטגוריה:פלדמרשלים איטלקים Field marshals of Romania קטגוריה:מרשלים רומנים Field marshals of Russia קטגוריה:גנרל-פלדמרשלים רוסים Field marshals of the German Empire קטגוריה:גנרל-פלדמרשלים בצבא הקיסרות הגרמנית Field norm נורמה Field of Dreams שדה החלומות Field of Mars שדה מרס Field of fractions שדה שברים Field of sets אלגברה של קבוצות Field of the Cloth of Gold שדה אריג הזהב Field of view שדה ראייה Field ration מנת קרב Field research עבודת שדה Field theory קטגוריה:תורת השדות Field-programmable gate array FPGA Fields פילדס Fields Medal מדליית פילדס Fields Medalists קטגוריה:זוכי מדליית פילדס Fields of history קטגוריה:תחומים בהיסטוריה Fiery-billed aracari טוקן כתום-מקור Fiescher Glacier פישר Fifa confederations cup 2009 logo.png קובץ:2009 logo.jpg Fifteenth Amendment to the United States Constitution התיקון ה-15 לחוקת ארצות הברית Fifteenth United States Army הארמייה החמש-עשרה של ארצות הברית Fifteenth government of Israel ממשלת ישראל החמש עשרה Fifth Air Force חיל האוויר החמישי של ארצות הברית Fifth Aliyah העלייה החמישית Fifth Amendment to the United States Constitution התיקון החמישי לחוקת ארצות הברית Fifth Army הארמייה החמישית Fifth Avenue השדרה החמישית Fifth Battle of the Isonzo הקרב החמישי על האיזונצו Fifth Beatle החיפושית החמישית Fifth Crusade מסע הצלב החמישי Fifth Crusade קטגוריה:מסע הצלב החמישי Fifth Dynasty of Egypt השושלת החמישית של מצרים Fifth Harmony Fifth Harmony Fifth Siege of Gibraltar המצור החמישי על גיברלטר Fifth column גיס חמישי Fifth generation game consoles תבנית:קונסולות המשחקים של הדור החמישי Fifth government of Israel ממשלת ישראל החמישית Fifth-generation jet fighter מטוס קרב של הדור החמישי Fifty Shades of Black חמישים גוונים של שחור Fifty Shades of Grey חמישים גוונים של אפור Fifty-move rule תיקו Fig leaf עלה תאנה Figaro פיגארו Fight Club מועדון קרב Fight-or-flight response תגובת הילחם או ברח Fighter Fighter Fighter Mafia מאפיית מטוס הקרב Fighter aircraft מטוס קרב Fighter aircraft קטגוריה:מטוסי קרב Fighters against Nazis Medal אות הלוחם בנאצים Fighters' List מפלגת הלוחמים Fighting game משחק לחימה Fighting games קטגוריה:משחקי לחימה ממוחשבים Figueira da Foz פיגרה דה פוז Figueres פיגרס Figurate numbers קטגוריה:מספרים מצולעים Figurational Sociology פיגורציה תרבותית Figure International פיגר אינטרנשיונל Figure Olympia פיגר אולימפיה Figure of speech אמצעים פיגורטיביים Figure skaters קטגוריה:מחליקים אמנותיים על קרח Figure skating החלקה אמנותית Figure skating קטגוריה:החלקה אמנותית על הקרח Figure-eight knot קשר שמינית Figure-eight loop קשר שמינית כפול Figurine צלמית Fiji פיג'י Fiji קטגוריה:פיג'י Fiji at the Olympics פיג'י במשחקים האולימפיים Fiji at the Paralympics פיג'י במשחקים הפאראלימפיים Fiji mermaid בתולת הים מפיג'י Fiji national football team נבחרת פיג'י בכדורגל Fijian people קטגוריה:פיג'י: אישים Fik Airfield מנחת פיק Filastin פלסטין Filchner-Ronne Ice Shelf מדף הקרח רון-פילכנר File File File פצירה File Allocation Table File Allocation Table File Explorer Windows Explorer File Manager מנהל קבצים File Transfer Protocol File Transfer Protocol File attribute תכונות קובץ File copyright tags/Non-free ויקיפדיה:רשימת תבניות/תמונות/שימוש הוגן File format פורמט קובץ File manager מנהל קבצים File managers קטגוריה:מנהלי קבצים File namespace templates קטגוריה:תבניות תמונות File sharing קטגוריה:שיתוף קבצים File sharing שיתוף קבצים File shortcut קיצור דרך File system מערכת קבצים File system directories קטגוריה:תיקיות קבצים Filename extension סיומת קובץ Files with no machine-readable author קטגוריה:קבצים ללא מידע על מחבר שתכנה יכולה לקרוא Files with no machine-readable description קטגוריה:קבצים ללא תיאור שתכנה יכולה לקרוא Files with no machine-readable license קטגוריה:קבצים בלי רישיון שתכנה יכולה לקרוא Files with no machine-readable source קטגוריה:קבצים ללא מקור שתכנה יכולה לקרוא Filesystem Hierarchy Standard תקן היררכית מערכת הקבצים Filfel chuma פלפלצ'ומה Filfla פילפלה Filibuster פיליבסטר Filiki Eteria פיליקי אטריה Filioque רוח הקודש Filip Bandžak פיליפ בנג'אק Filip Dewinter פיליפ דה וינטר Filip Jazvić פיליפ יאזביץ' Filip Jícha פיליפ איחה Filip Müller פיליפ מולר Filip Vujanović פיליפ וויאנוביץ' Filipe Luís פיליפה לואיס Filipino businesspeople קטגוריה:אנשי עסקים פיליפינים Filipino footballers קטגוריה:כדורגלנים פיליפינים Filipino language פיליפינית Filipino musicians קטגוריה:מוזיקאים פיליפינים Filipino people קטגוריה:פיליפינים Filipino politicians קטגוריה:פוליטיקאים פיליפינים Filipino sportspeople קטגוריה:ספורטאים פיליפינים Filipp Makharadze פיליפה מחרדזה Filippino Lippi פיליפינו ליפי Filippo Brunelleschi פיליפו ברונלסקי Filippo Filippi פיליפו פיליפי Filippo Inzaghi פיליפו אינזאגי Filippo Juvarra פיליפו יוברה Filippo Lippi פיליפו ליפי Filippo Magnini פיליפו מאניני Filippo Marchetti פיליפו מרקטי Filippo Maria Visconti פיליפו מריה ויסקונטי Filippo Mazzola פיליפו מצולה Filippo Reef שונית פיליפו Filippo Tommaso Marinetti פיליפו תומאזו מארינטי Filippos Petsalnikos פיליפוס פטסאלניקוס Filiz Ahmet פיליז אהמט Filk music פילק Fill the Void למלא את החלל Fill-In תשבץ שלד Filling station תחנת דלק Fillomino פילומינו Film סרט קולנוע Film פורטל:קולנוע Film קטגוריה:קולנוע Film Studio תבנית:אולפני קולנוע בארצות הברית ובקנדה Film actors קטגוריה:שחקני קולנוע וטלוויזיה Film actors from Georgia קטגוריה:שחקני קולנוע וטלוויזיה גאורגים Film actors from Northern Ireland קטגוריה:שחקני קולנוע וטלוויזיה צפון אירים Film adaptation עיבוד קולנועי Film and video terminology קטגוריה:מינוחים בקולנוע Film archives קטגוריה:ארכיוני קולנוע Film award winners קטגוריה:זוכי פרסים לקולנוע Film awards קטגוריה:פרסים קולנועיים Film characters קטגוריה:דמויות קולנועיות Film crew תבנית:מקצועות בתעשיית הקולנוע Film critics קטגוריה:מבקרי קולנוע Film director במאי קולנוע Film director navigational boxes קטגוריה:תבניות ניווט - יוצרי קולנוע Film directors קטגוריה:במאי קולנוע Film directors by nationality קטגוריה:במאי קולנוע לפי מוצא Film directors from Georgia קטגוריה:במאי קולנוע גאורגים Film editing עריכה Film editors קטגוריה:עורכי קולנוע Film festival פסטיבל קולנוע Film festivals קטגוריה:פסטיבלי קולנוע Film frame פריים Film genre סוגה קולנועית Film genres קטגוריה:סוגות בקולנוע Film genres תבנית:סוגות קולנועיות Film infobox templates קטגוריה:תבניות פרמטריות - טלוויזיה וסרטי קולנוע Film noir סרט אפל Film noir קטגוריה:סרטים אפלים Film producer מפיק Film producers קטגוריה:מפיקי קולנוע Film production companies קטגוריה:חברות קולנוע Film production companies of the United States קטגוריה:חברות קולנוע אמריקאיות Film remakes קטגוריה:חידושים לסרטים Film schools in Israel קטגוריה:בתי ספר לקולנוע בישראל Film score composers קטגוריה:מלחיני קולנוע Film series סדרת סרטים Film series קטגוריה:סדרות סרטים Film series navigational boxes קטגוריה:תבניות ניווט - סרטי קולנוע Film soundtracks קטגוריה:פסקולים לסרטים Film stubs קטגוריה:קצרמר קולנוע Film studies journals קטגוריה:כתבי עת לקולנוע Film studio אולפן קולנוע Film theorists קטגוריה:חוקרי קולנוע Film theory קטגוריה:חקר קולנוע Film websites קטגוריה:אתרי קולנוע Filmation Filmation Filmed assassinations קטגוריה:התנקשויות מצולמות Filmed deaths קטגוריה:מיתות מצולמות Filmmaking occupations קטגוריה:מקצועות בתעשיית הקולנוע Films קטגוריה:סרטים Films about Christianity קטגוריה:סרטי נצרות Films about Jews and Judaism קטגוריה:סרטי יהדות Films about animals קטגוריה:סרטים על בעלי חיים Films about dogs קטגוריה:סרטים על כלבים Films about drugs קטגוריה:סרטי סמים Films about filmmaking קטגוריה:סרטים על קולנוע Films about fish קטגוריה:סרטים על דגים Films about journalism קטגוריה:עיתונות בקולנוע Films about mathematics קטגוריה:סרטי מתמטיקה Films about nuclear war and weapons קטגוריה:סרטים העוסקים במלחמה ונשק גרעיני Films about old age קטגוריה:זקנה בקולנוע Films about pornography קטגוריה:סרטים על פורנוגרפיה Films about prostitution קטגוריה:זנות בקולנוע Films about psychiatry קטגוריה:פסיכולוגיה בקולנוע Films about race and ethnicity קטגוריה:סרטים העוסקים בגזע ומוצא אתני Films about racism קטגוריה:סרטים העוסקים בגזענות Films about sharks קטגוריה:סרטים על כרישים Films about slavery קטגוריה:סרטים העוסקים בעבדות Films about space programs קטגוריה:אדם בחלל: בקולנוע Films about the Israel Defense Forces קטגוריה:צה"ל בקולנוע Films about the kibbutz קטגוריה:הקיבוץ בתרבות ובאמנות: סרטים Films based on The Wizard of Oz קטגוריה:הקוסם מארץ עוץ: עיבודים לקולנוע ולטלוויזיה Films based on actual events קטגוריה:סרטים המבוססים על סיפור אמיתי Films based on books קטגוריה:סרטים מבוססי ספרים Films based on comics קטגוריה:סרטים מבוססי קומיקס Films based on musicals קטגוריה:סרטים מבוססי מחזות זמר Films based on musicals based on films קטגוריה:סרטים מבוססי מחזות זמר מבוססי סרטים Films based on plays קטגוריה:סרטים מבוססי מחזות Films based on short fiction קטגוריה:סרטים מבוססי סיפורים קצרים Films based on television series קטגוריה:סרטים מבוססי סדרות טלוויזיה Films based on the Bible קטגוריה:סרטי תנ"ך Films based on the Gospels קטגוריה:סרטי הברית החדשה Films based on video games קטגוריה:סרטים שמבוססים על משחקי וידאו Films based on works by Jules Verne קטגוריה:סרטים לפי ספרי ז'ול ורן Films based on works by Leo Tolstoy קטגוריה:סרטים לפי ספרי לב טולסטוי Films by Israeli directors קטגוריה:סרטים ישראליים לפי במאים Films by city of setting קטגוריה:ערים בקולנוע Films by country קטגוריה:סרטים לפי מדינה Films by director קטגוריה:סרטים לפי במאים Films by genre קטגוריה:סרטים לפי סוגה קולנועית Films by language קטגוריה:סרטים לפי שפה Films by source קטגוריה:סרטים לפי מקור השראה Films by studio קטגוריה:סרטים לפי אולפן קולנוע Films by subgenre קטגוריה:סרטים לפי תת-סוגה קולנועית Films by topic קטגוריה:סרטים לפי נושא Films by type קטגוריה:סרטים לפי סוג Films by year קטגוריה:סרטים לפי שנים Films directed by Akira Kurosawa קטגוריה:אקירה קורוסאווה Films directed by Alfred Hitchcock קטגוריה:סרטי אלפרד היצ'קוק Films directed by Amos Gitai קטגוריה:סרטי עמוס גיתאי Films directed by Ang Lee קטגוריה:סרטי אנג לי Films directed by Assi Dayan קטגוריה:סרטי אסי דיין Films directed by Bernardo Bertolucci קטגוריה:סרטי ברנרדו ברטולוצ'י Films directed by Billy Wilder קטגוריה:סרטי בילי ויילדר Films directed by Boaz Davidson קטגוריה:סרטי בועז דוידזון Films directed by 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Abrams קטגוריה:סרטי ג'יי ג'יי אברהמס Films directed by James Cameron קטגוריה:סרטי ג'יימס קמרון Films directed by Jean-Luc Godard קטגוריה:סרטי ז'אן-לוק גודאר Films directed by Jim Jarmusch קטגוריה:סרטי ג'ים ג'ארמוש Films directed by John Carpenter קטגוריה:סרטי ג'ון קרפנטר Films directed by John Huston קטגוריה:סרטי ג'ון יוסטון Films directed by John McTiernan קטגוריה:סרטי ג'ון מק'טיירנן Films directed by John Waters קטגוריה:סרטי ג'ון ווטרס Films directed by Lars von Trier קטגוריה:לארס פון טרייר Films directed by Luc Besson קטגוריה:לוק בסון Films directed by Martin Scorsese קטגוריה:סרטי מרטין סקורסזה Films directed by Mel Brooks קטגוריה:סרטי מל ברוקס Films directed by Michael Cimino קטגוריה:סרטי מייקל צ'ימינו Films directed by Michael Haneke קטגוריה:סרטי מיכאל הנקה Films directed by Michelangelo Antonioni קטגוריה:סרטי מיכלאנג'לו אנטוניוני Films directed by Mike Leigh קטגוריה:סרטי מייק לי Films directed by Night Shyamalan קטגוריה:סרטי נייט שאמלאן Films directed by Oliver Stone קטגוריה:סרטי אוליבר סטון Films directed by Pedro Almodóvar קטגוריה:סרטי פדרו אלמודובר Films directed by Quentin Tarantino קטגוריה:סרטי קוונטין טרנטינו Films directed by Ridley Scott קטגוריה:סרטי רידלי סקוט Films directed by Rob Reiner קטגוריה:סרטי רוב ריינר Films directed by Robert Zemeckis קטגוריה:סרטי רוברט זמקיס Films directed by Roman Polanski קטגוריה:סרטי רומן פולנסקי Films directed by Sergio Leone קטגוריה:סרטי סרג'ו לאונה Films directed by Sofia Coppola קטגוריה:סרטי סופיה קופולה Films directed by Stanley Kubrick קטגוריה:סרטי סטנלי קובריק Films directed by Steven Spielberg קטגוריה:סרטי סטיבן ספילברג Films directed by Tim Burton קטגוריה:סרטי טים ברטון Films directed by Tony Scott קטגוריה:סרטי טוני סקוט Films directed by Uri Zohar קטגוריה:סרטי אורי זוהר Films directed by Wes Anderson קטגוריה:סרטי וס אנדרסון Films directed by Wim Wenders קטגוריה:סרטי וים ונדרס Films directed by Woody Allen קטגוריה:סרטי וודי אלן Films directed by Zack Snyder קטגוריה:סרטי זאק סניידר Films directed by the Coen brothers קטגוריה:סרטי האחים כהן Films featuring puppetry קטגוריה:סרטי קולנוע בכיכובן של בובות Films from Georgia קטגוריה:סרטים גאורגיים Films set in Haifa קטגוריה:חיפה בקולנוע Films set in Israel קטגוריה:סרטים בינלאומיים שעלילתם מתרחשת בישראל Films set in Jerusalem קטגוריה:ירושלים בקולנוע Films set in New York City קטגוריה:ניו יורק בקולנוע Films that won the Best Costume Design Academy Award קטגוריה:זוכי אוסקר: התלבושות הטובות Films with live action and animation קטגוריה:סרטים מצוירים למחצה Filo פילו Filosseno Luzzatto אוהב גר לוצאטו Filter מסנן Filter bubble בועת הפילטר Filter paper נייר סינון Filtration סינון Fimbria פימבריה Fimbriation מסגרת Fimi River פימי Fimo פימו Fin סנפיר Fin de siècle מפנה המאה העשרים Fin de siècle קטגוריה:אמנות והגות במפנה המאה העשרים Fin whale לווייתן מצוי Final Crisis המשבר האחרון Final Cut Pro Final Cut Pro Final Destination יעד סופי Final Fantasy Final Fantasy Final Fantasy VI Final Fantasy VI Final Fantasy VIII Final Fantasy VIII Final Solution הפתרון הסופי Final War of the Roman Republic המלחמה האחרונה של הרפובליקה הרומית Final form אותיות סופיות Final four פיינל פור Final girl נערה אחרונה Final good מוצר צריכה FinalCrisis.jpg קובץ:Finalcrisis.jpg FinalCutPro.jpg קובץ:FinalCutProScreenshot.jpg Finance מימון Finance ספר:מימון Finance קטגוריה:מימון Finance ministers קטגוריה:שרי אוצר Finance ministers of Greece קטגוריה:שרי האוצר של יוון Finance ministers of Iran קטגוריה:שרי האוצר של איראן Finance ministries קטגוריה:משרדי אוצר Financial Action Task Force on Money Laundering FATF Financial Advisor to the Chief of Staff היועץ הכספי לרמטכ"ל Financial Services Agency הסוכנות לשירותים פיננסיים Financial Times Financial Times Financial audit ביקורת Financial crises קטגוריה:משברים כלכליים Financial crisis משבר פיננסי Financial crisis of 2007–08 המשבר הכלכלי העולמי Financial districts קטגוריה:אזורי עסקים Financial instrument מכשיר פיננסי Financial literacy חינוך פיננסי Financial markets קטגוריה:שוק ההון Financial quote ציטוט פיננסי Financial ratios קטגוריה:יחסים פיננסיים Financial risk קטגוריה:סיכונים פיננסיים Financial risk management ניהול סיכונים פיננסיים Financial roadshows רוד שואו Financial routing standards קטגוריה:תקנים בתחום הכלכלה Financial services companies קטגוריה:חברות פיננסיות Financial statement דוחות כספיים Financial statements קטגוריה:דוחות פיננסיים Finasteride פינסטריד Finch פרושיים Finchley פינצ'לי Find Find Find My iPhone מצא אייפון Find a Grave Find a Grave Find a Grave תבנית:Find a Grave Finding Beauty in Negative Spaces Finding Beauty in Negative Spaces Finding Dory מוצאים את דורי Finding Forrester למצוא את פורסטר Finding Nemo מוצאים את נמו Finding Nemo Submarine Voyage מסע הצוללת בעקבות נמו Finding Neverland למצוא את ארץ לעולם לא Finding in the Temple ישו בין המורים Fine קנס Fine Arts Quartet רביעיית פיין ארטס Fine Gael מפלגת פינה גייל Fine Young Cannibals פיין יאנג קניבלז Fine art אמנות יפה Fine print האותיות הקטנות Fine structure המבנה הדק Fine-structure constant קבוע המבנה הדק Finger Lakes אגמי פינגר Finger of God אצבע אלוהים Finger of Og אצבע עוג מלך הבשן Finger snapping הכאה באצבע צרדה Fingerboard סקייט אצבעות Fingering אצבוע Fingerprint טביעת אצבע Fingerstyle guitar פינגר סטייל Fingolimod פינגולימוד Finidi George פינידי ג'ורג' Finishing אשפרה Finistère פיניסטר Finite element method אלמנטים סופיים Finite field שדה סופי Finite intersection property תכונת החיתוך הסופי Finite set קבוצה סופית Finite-difference time-domain method שיטת ההפרש הסופי בתחום הזמן Finite-state machine אוטומט סופי Finitely generated abelian group חבורה אבלית נוצרת סופית Finitely generated algebra אלגברה אפינית Finitely generated module נוצר סופית Finkel פינקל Finkelstein פינקלשטיין Finklez משתמש:Finklez Finland פינלנד Finland קטגוריה:פינלנד Finland Station תחנת פינלנד Finland at the Olympics פינלנד במשחקים האולימפיים Finland in the Eurovision Song Contest פינלנד באירוויזיון Finland location map templates קטגוריה:תבניות מיפוי לפי מדינות: פינלנד Finland national basketball team נבחרת פינלנד בכדורסל Finland national football team נבחרת פינלנד בכדורגל Finland women's national football team נבחרת פינלנד בכדורגל נשים Finland's language strife מלחמת השפות הפינית Finlandia פינלנדיה Finlandization פינלנדיזציה Finland–Israel relations יחסי ישראל-פינלנד Finless porpoise פוקנה הודית Finn פין Finn Family Moomintroll משפחת המומינים - הסיפור על מגבעת המכשף Finn Hudson פין הדסון Finn Jones פין ג'ונס Finn Karlsen פין קרלסן Finn Wittrock פין ויטרוק Finnair פינאייר Finnegans Wake פיניגנז וייק Finnish Civil War מלחמת האזרחים הפינית Finnish Jews קטגוריה:יהודים פינים Finnish Nobel laureates קטגוריה:זוכי פרס נובל פינים Finnish Radio Symphony Orchestra תזמורת רדיו פינלנד Finnish Regions תבנית:אזורי פינלנד Finnish Security Intelligence Service Supo Finnish War המלחמה הפינית Finnish architects קטגוריה:אדריכלים פינים Finnish artists קטגוריה:אמנים פינים Finnish athletes קטגוריה:אתלטים פינים Finnish basketball players קטגוריה:כדורסלנים פינים Finnish chess players קטגוריה:שחמטאים פינים Finnish children's writers קטגוריה:סופרי ילדים ונוער פינים Finnish composers קטגוריה:מלחינים פינים Finnish conductors קטגוריה:מנצחים פינים Finnish cuisine קטגוריה:המטבח הפיני Finnish culture קטגוריה:פינלנד: תרבות Finnish designers קטגוריה:מעצבים פינים Finnish dramatists and playwrights קטגוריה:מחזאים פינים Finnish female models קטגוריה:דוגמניות פיניות Finnish footballers קטגוריה:כדורגלנים פינים Finnish generals קטגוריה:גנרלים פינים Finnish guitarists קטגוריה:גיטריסטים פינים Finnish language פינית Finnish language קטגוריה:פינית Finnish literature קטגוריה:ספרות פינית Finnish long-distance runners קטגוריה:רצים פינים למרחקים ארוכים Finnish markka מרק פיני Finnish mathematicians קטגוריה:מתמטיקאים פינים Finnish military personnel קטגוריה:אנשי צבא פינים Finnish motorcycle racers קטגוריה:רוכבי אופנועי מרוץ פינים Finnish music קטגוריה:מוזיקה פינית Finnish musical groups קטגוריה:להקות פיניות Finnish musicians קטגוריה:מוזיקאים פינים Finnish mythology מיתולוגיה פינית Finnish mythology קטגוריה:מיתולוגיה פינית Finnish people קטגוריה:פינים Finnish people by occupation קטגוריה:פינים לפי מקצוע Finnish poets קטגוריה:משוררים פינים Finnish politicians קטגוריה:פוליטיקאים פינים Finnish racing drivers קטגוריה:נהגי מכוניות מרוץ פינים Finnish sauna סאונה פינית Finnish scientists קטגוריה:מדענים פינים Finnish sculptors קטגוריה:פסלים פינים Finnish singers קטגוריה:זמרים פינים Finnish sportspeople קטגוריה:ספורטאים פינים Finnish swimmers קטגוריה:שחיינים פינים Finnish translators קטגוריה:מתרגמים פינים Finnish volleyball players קטגוריה:טניסאים פינים Finnish women's footballers קטגוריה:כדורגלניות פיניות Finnish writers קטגוריה:סופרים פינים Finno-Ugric languages שפות פינו-אוגריות Finnrind/Historiography היסטוריה של אירלנד בימי הביניים המוקדמים Finns Party מפלגת הפינים Finntroll פינטרול Finrod Felagund פינרוד Finsbury פינסבורי Finsteraarhorn פינסטרארהורן Finta Aba פינטה אבא Finwë פינווה Fiona Apple פיונה אפל Fiona Bruce פיונה ברוס Fiona Graham סאיוקי Fiona May פיונה מיי Fiona Shaw פיונה שו Fiona Walker פיונה ווקר Fiordland פיורדלנד Fiordland National Park הפארק הלאומי פיורדלנד Fiordland penguin פינגווין עב-מקור Fiords of New Zealand קטגוריה:ניו זילנד: פיורדים Fiorello La Guardia פיורלו לה גוארדיה Fiorentino פיורנטינו Fiosrachadh77/Sandbox סוקרטס Fiqh פיקה Fir אשוח Fira פירה Firas Mugrabi פיראס מוגרבי Fire אש Fire קטגוריה:אש Fire Sea ים האש Fire alarm system מערכת גילוי עשן Fire and Water Fountain מים ואש Fire ant נמלי אש Fire balloon פצצת כדור פורח Fire breathing יורק אש Fire coral אלמוג אש Fire deities קטגוריה:אלילי אש Fire door דלת אש Fire eating בולע אש Fire eel צלופח אש Fire engine כבאית Fire extinguisher מטפה Fire goddesses קטגוריה:אלות אש Fire gods קטגוריה:אלי אש Fire hydrant ברז כיבוי אש Fire insurance mark סימן אש Fire lance רומח אש Fire retardant חומר מעכב בעירה Fire ship ספינת הבערה Fire sprinkler מתז מים Fire suppression system מערכת גילוי וכיבוי אש Fire-and-forget שגר ושכח Fire-control radar מכ"ם בקרת אש Firearm כלי ירייה Firearm components קטגוריה:כלי ירייה - מבנה ופעולה Firearms קטגוריה:כלי ירייה Firearms and Explosives Tobacco Bureau of Alcohol וחומרי הנפץ הנשק הטבק הרשות לאכיפת נושאי האלכוהול Firearms by country קטגוריה:נשק קל לפי מדינה Firearms license רישיון נשק Firearms of the United States קטגוריה:נשק קל אמריקאי Fireball Fireball Firebird Firebird Firecracker חזיז Firefighter מכבי אש Firefighting קטגוריה:כיבוי אש Firefighting in the United States קטגוריה:כיבוי אש בארצות הברית Fireflies Fireflies Firefly גחליליות Firefly פיירפליי Firefly algorithm אופטימיזציית הגחלילית Firefox מוזילה פיירפוקס Firefox for mobile Firefox for mobile Firelighting הצתה Fireman Sam סמי הכבאי Firenze Santa Maria Novella railway station תחנת פירנצה סנטה מריה נובלה Fireplace קמין Fires קטגוריה:שריפות Fires in Israel קטגוריה:שריפות בישראל Fires in New York City קטגוריה:שריפות בניו יורק Fires in the United Kingdom קטגוריה:שריפות בבריטניה Fires in the United States קטגוריה:שריפות בארצות הברית Fires on the Plain אש בעמקים Fireships Fireships Fireships of the Royal Navy קטגוריה:ספינות הבערה של הצי המלכותי הבריטי Firestar כוכב אש Firestorm סופת אש Firestorm פיירסטורם Fireteam חוליה Firewalking הליכה על גחלים Firewall חומת אש Firewood עצי הסקה Firework Firework Fireworks זיקוקין די-נור FiriBot משתמש:FiriBot Firilacroco משתמש:Firilacroco Firman פירמן Firmicutes Firmicutes Firmicutes קטגוריה:Firmicutes Firmware קושחה First Aid Kit פירסט אייד קיט First Aliyah העלייה הראשונה First Allied Airborne Army הארמייה המוטסת הראשונה First Amendment to the United States Constitution התיקון הראשון לחוקת ארצות הברית First Anglo-Afghan War המלחמה האנגלו-אפגנית הראשונה First Anglo-Dutch War מלחמת הולנד-אנגליה הראשונה First Army הארמייה הראשונה First Australian Imperial Force הכוח האימפריאלי האוסטרלי First Austrian Republic הרפובליקה האוסטרית הראשונה First Avenue השדרה הראשונה First Balkan War מלחמת הבלקן הראשונה First Barbary War המלחמה הברברית הראשונה First Barons' War מלחמת הברונים הראשונה First Battle of Bull Run קרב בול ראן הראשון First Battle of Champagne קרב שמפאן הראשון First Battle of El Alamein קרב אל-עלמיין הראשון First Battle of Gaza קרב עזה הראשון First Battle of Kharkov קרב חרקוב הראשון First Battle of Mount Hermon הכיבוש הסורי של החרמון First Battle of Ypres קרב איפר הראשון First Battle of the Aisne הקרב הראשון על האן First Battle of the Isonzo הקרב הראשון על האיזונצו First Battle of the Marne הקרב הראשון על המארן First Battle of the Masurian Lakes הקרב הראשון על האגמים המזוריים First Boer War מלחמת הבורים הראשונה First Brazilian Republic היסטוריה של ברזיל: הרפובליקה הישנה First Bulgarian Empire האימפריה הבולגרית הראשונה First Bulgarian Empire קטגוריה:האימפריה הבולגרית הראשונה First Capital Plus Premier League ליגת העל הגאנאית First Chechen War מלחמת צ'צ'ניה הראשונה First Coast החוף הראשון First Council of Constantinople ועידת קונסטנטינופוליס הראשונה First Council of Nicaea ועידת ניקיאה First Council of Orléans הקונציל הראשון של אורליאן First Council of the Lateran ועידת לטראנו הראשונה First Crusade מסע הצלב הראשון First Crusade קטגוריה:מסע הצלב הראשון First Epistle of John איגרת יוחנן הראשונה First Epistle of Peter איגרת פטרוס הראשונה First Epistle to Timothy האיגרת הראשונה אל טימותיוס First Epistle to the Corinthians האיגרת הראשונה אל הקורינתים First Epistle to the Thessalonians האיגרת הראשונה אל התסלוניקים First Folio מהדורת הפוליו הראשונה First French Empire הקיסרות הראשונה First French Empire קטגוריה:נפוליאון First Fruits ביכורים First Geneva Convention אמנת ז'נבה הראשונה First Hellenic Republic הרפובליקה ההלנית הראשונה First Hen Egg תרנגולת First Indochina War מלחמת הודו-סין הראשונה First International Bank Tower מגדל הבינלאומי First International Bank of Israel הבנק הבינלאומי First Intifada האינתיפאדה הראשונה First Italo-Ethiopian War המלחמה האיטלקית-אתיופית הראשונה First Jewish–Roman War המרד הגדול First Ladies and Gentlemen of Argentina קטגוריה:הגברות והאדונים הראשונים של ארגנטינה First Ladies of the United States קטגוריה:הגברות הראשונות של ארצות הברית First Lady הגברת הראשונה First Lady of the United States הגברת הראשונה של ארצות הברית First Law החוק הראשון First Love אהבה ראשונה First Macedonian War המלחמה המוקדונית הראשונה First Minister and deputy First Minister השר הראשון של צפון אירלנד וסגנו First Ministers of Northern Ireland קטגוריה:השר הראשון של צפון אירלנד וסגנו First Mithridatic War מלחמת מיתרידטס הראשונה First Moroccan Crisis המשבר המרוקאי הראשון First Nations האומות הראשונות First Nations קטגוריה:האומות הראשונות First Nations University of Canada אוניברסיטת האומות הראשונות של קנדה First Opium War מלחמת האופיום הראשונה First Order המסדר הראשון First Peloponnesian War המלחמה הפלופונסית הראשונה First Professional Football League ליגת העל הבולגרית First Punic War המלחמה הפונית הראשונה First Punic War קטגוריה:המלחמה הפונית הראשונה First Servile War מלחמת העבדים הראשונה First Sino-Japanese War מלחמת סין-יפן הראשונה First Special Service Force כוח השירות המיוחד ה-1 First Succession Act חוק הירושה הראשון First Sudanese Civil War מלחמת האזרחים הסודאנית הראשונה First Triumvirate הטריאומווירט הראשון First United States Army הארמייה הראשונה של ארצות הברית First Valls Government ממשלת מנואל ואלס First Vienna Award בוררות וינה הראשונה First Wave הגל הראשון First World War treaties הסכמים וועידות עם סיום מלחמת העולם הראשונה תבנית:חוזים First Zionist Congress הקונגרס הציוני העולמי הראשון First aid עזרה ראשונה First aid קטגוריה:עזרה ראשונה First blood poster.jpg קובץ:Rambo.jpg First contact מפגש ראשון First day of issue מעטפת היום הראשון First five-year plan תוכנית חומש First government of Israel ממשלת ישראל הראשונה First grade כיתה א' First impression רושם ראשוני First inauguration of Franklin Roosevelt נאום ההשבעה של פרנקלין דלאנו רוזוולט First language שפת אם First law of thermodynamics החוק הראשון של התרמודינמיקה First observation of gravitational waves תגלית גלי הכבידה First quantization קוונטיזציה ראשונה First stellation of rhombic dodecahedron דודקהדרון רומבי מכוכב First steps יחידה:בדיקת סקריבונטו First tithe מעשר ראשון First voyage of James Cook המסע הראשון של ג'יימס קוק First word תבנית:מילה ראשונה First-generation jet fighter מטוס קרב של הדור הראשון First-level administrative divisions of Ethiopia תבנית:מדינות אתיופיה First-level divisions of Mongolia תבנית:מחוזות מונגוליה First-move advantage in chess יתרון מהלך ראשון בשחמט First-order logic שפה מסדר ראשון First-past-the-post voting בחירות בשיטה הרובנית First-person shooter משחק ירי בגוף ראשון First-person shooters קטגוריה:משחקי יריות ממוחשבים First-price sealed-bid auction מכרז סגור מחיר ראשון First-rate אונייה מדרגה ראשונה Firstborn בכור Firth of Fifth Firth of Fifth Firth of Forth לשון הים של פורת' Fiscal policy מדיניות פיסקלית Fiscal year שנת כספים Fisch פיש Fischbein פישביין Fischer פישר Fischer Black פישר בלק Fischer projection היטל פישר Fischler פישלר Fiscus Judaicus המס היהודי Fish דג Fish דגים Fish קטגוריה:דגים Fish Hooks הדגים Fish River פיש Fish and chips פיש אנד צ'יפס Fish as food דגי מאכל Fish dishes קטגוריה:מאכלי דגים Fish farming בריכת דגים Fish fin סנפיר Fish finger אצבעות דג Fish in popular culture קטגוריה:דגים בתרבות Fish oil שמן דגים Fish tape חוט משיכה Fishandyon משתמש:פישאנדיון Fishcake לביבת דג Fishel Hershkowitz אפרים פישל הרשקוביץ Fisher דלק דייג Fisher Building בניין פישר Fisher information האינפורמציה של פישר Fisher-Price פישר פרייס Fisherman דייג Fisherman's Bastion באסטיון הדייגים Fisherman's Friend Fisherman's Friend Fisherman's knot קשר דייגים Fisheye lens עדשת עין הדג Fishi Ha-Gadol פישי הגדול Fishing דיג Fishing קטגוריה:דיג Fishing cat חתול דגים נמרי Fishing in Israel דיג בארץ ישראל Fishing trawler מכמורתן Fishing vessel כלי שיט לדיג Fishing vessels קטגוריה:ספינות דיג Fishkeeping דגי נוי Fishman פישמן Fisht Olympic Stadium אצטדיון פישט Fisk University אוניברסיטת פיסק Fissile material חומר בקיע Fission ביקוע Fission פליגה Fissipedia טורפי יבשה Fist of Fury אגרוף הזעם Fistula פיסטולה Fit FIT Fita Ѳ Fitna פתנה Fitness כשירות Fitness International פיטנס אינטרנשיונל Fitness Olympia פיטנס אולימפיה Fitoussi פיטוסי Fitz Roy פיץ רוי FitzGerald פיצג'רלד Fitzroy פיצרוי Fiuggi פיוג'י Fiumicino פיומיצ'ינו Five פייב Five Dhyani Buddhas חמשת בודהות החוכמה Five Easy Pieces רסיסי חיים Five Families חמש המשפחות Five Find-Outers חבורת הבלשים והכלב Five Finger Death Punch Five Finger Death Punch Five Hours from Paris חמש שעות מפריז Five Leaves Left Five Leaves Left Five Megillot חמש מגילות Five Minutes of Heaven חמש דקות של גן עדן Five Pillars of Islam חמשת עמודי האסלאם Five Pillars of Islam קטגוריה:חמשת עמודי האסלאם Five Precepts חמשת הכללים Five Weeks in a Balloon חמישה שבועות בכדור פורח Five Ws חמש המ"מים Five in the Black Five in the Black Five lemma למת החמישה Five oceans תבנית:אוקיינוסים Five room puzzle חידת חמשת החדרים Five to One Five to One Five-Percent Nation אומת חמשת האחוזים Five-card draw Draw poker Five-prime cap 5' Cap Five-second rule חוק חמש השניות Five-spice powder תערובת חמשת התבלינים Five-year plans for the national economy of the Soviet Union תוכנית החומש Fiverr Fiverr Fix You Fix You Fixation פיקסציה Fixation קיבוע Fixation קיבעון Fixed asset נכסים בלתי שוטפים Fixed cost עלות קבועה Fixed exchange-rate system שער חליפין קבוע Fixed point נקודת שבת Fixed-gear bicycle אופני פיקסי Fixed-point arithmetic נקודה קבועה Fixer פיקסר Fizeau–Foucault apparatus מנגנון פיזו-פוקו Fizz buzz שבע בום Fjmustak User:Fjmustak Fjollac/123 פרישטינה Fjord פיורד Fjords קטגוריה:פיורדים Fjords of Norway קטגוריה:נורווגיה: פיורדים FlaBot משתמש:FlaBot Flachau פלכאו Flacon פלקון Flag דגל Flag תבנית:דגל Flag Day יום דגל Flag Institute מכון הדגל Flag and coat of arms of Connacht דגל קונכט Flag and coat of arms of Corsica דגל קורסיקה Flag and coat of arms of Mayotte דגל מיוט Flag and coat of arms of Pennsylvania דגל פנסילבניה Flag and coat of arms of the Pitcairn Islands דגל פיטקרן Flag and seal of Illinois דגל אילינוי Flag and seal of Virginia דגל וירג'יניה Flag carrier חברת דגל Flag desecration ביזוי דגל Flag designers קטגוריה:מעצבי דגלים Flag field דגל Flag of Abkhazia דגל אבחזיה Flag of Acadia דגל אקדיה Flag of Adjara דגל אג'ריה Flag of Afghanistan דגל אפגניסטן Flag of Alabama דגל אלבמה Flag of Alaska דגל אלסקה Flag of Albania דגל אלבניה Flag of Alberta דגל אלברטה Flag of Alderney דגל אולדרני Flag of Algeria דגל אלג'יריה Flag of American Samoa דגל סמואה האמריקנית Flag of Amsterdam דגל אמסטרדם Flag of Andalusia דגל אנדלוסיה Flag of Andorra דגל אנדורה Flag of Angola דגל אנגולה Flag of Anguilla דגל אנגווילה Flag of Antigua and Barbuda דגל אנטיגואה וברבודה Flag of Argentina דגל ארגנטינה Flag of Arizona דגל אריזונה Flag of Arkansas דגל ארקנסו Flag of Armenia דגל ארמניה Flag of Aruba דגל ארובה Flag of Ascension Island דגל אסנשן Flag of Asturias דגל אסטוריאס Flag of Australia דגל אוסטרליה Flag of Austria דגל אוסטריה Flag of Azawad דגל אזוואד Flag of Azerbaijan דגל אזרבייג'ן Flag of Baden דגל באדן Flag of Baden-Württemberg דגל באדן-וירטמברג Flag of Bahrain דגל בחריין Flag of Bangladesh דגל בנגלדש Flag of Barbados דגל ברבדוס Flag of Bavaria דגל בוואריה Flag of Belarus דגל בלארוס Flag of Belgium דגל בלגיה Flag of Belize דגל בליז Flag of Benin דגל בנין Flag of Berlin דגל ברלין Flag of Bermuda דגל ברמודה Flag of Bhutan דגל בהוטן Flag of Bikini Atoll דגל אטול ביקיני Flag of Bolivia דגל בוליביה Flag of Bonaire דגל בונייר Flag of Bosnia and Herzegovina דגל בוסניה והרצגובינה Flag of Botswana דגל בוטסואנה Flag of Brandenburg דגל ברנדנבורג Flag of Brazil דגל ברזיל Flag of Bremen דגל ברמן Flag of British Columbia דגל קולומביה הבריטית Flag of Brunei דגל ברוניי Flag of Buenos Aires דגל בואנוס איירס Flag of Buenos Aires Province דגל פרובינציית בואנוס איירס Flag of Bulgaria דגל בולגריה Flag of Burkina Faso דגל בורקינה פאסו Flag of Burundi דגל בורונדי Flag of Calgary דגל קלגרי Flag of California דגל קליפורניה Flag of Cambodia דגל קמבודיה Flag of Cameroon דגל קמרון Flag of Canada דגל קנדה Flag of Cantabria דגל קנטבריה Flag of Cape Verde דגל כף ורדה Flag of Castile and León דגל קסטיליה ולאון Flag of Chad דגל צ'אד Flag of Chechnya דגל צ'צ'ניה Flag of Chicago דגל שיקגו Flag of Chile דגל צ'ילה Flag of China דגל הרפובליקה העממית של סין Flag of Christmas Island דגל טריטוריית אי חג המולד Flag of Colombia דגל קולומביה Flag of Colorado דגל קולורדו Flag of Connecticut דגל קונטיקט Flag of Costa Rica דגל קוסטה ריקה Flag of Crimea דגל קרים Flag of Croatia דגל קרואטיה Flag of Cuba דגל קובה Flag of Curaçao דגל קוראסאו Flag of Cyprus דגל קפריסין Flag of Delaware דגל דלאוור Flag of Denmark דגל דנמרק Flag of Djibouti דגל ג'יבוטי Flag of Dominica דגל דומיניקה Flag of East Germany דגל גרמניה המזרחית Flag of East Timor דגל מזרח טימור Flag of Ecuador דגל אקוודור Flag of Edmonton דגל אדמונטון Flag of Egypt דגל מצרים Flag of El Salvador דגל אל סלוודור Flag of England דגל אנגליה Flag of Equatorial Guinea דגל גינאה המשוונית Flag of Eritrea דגל אריתריאה Flag of Estonia דגל אסטוניה Flag of Ethiopia דגל אתיופיה Flag of Europe דגל האיחוד האירופי Flag of Extremadura דגל אקסטרמדורה Flag of Fiji דגל פיג'י Flag of Finland דגל פינלנד Flag of Florida דגל פלורידה Flag of France דגל צרפת Flag of French Guiana דגל גיאנה הצרפתית Flag of French Polynesia דגל פולינזיה הצרפתית Flag of Gabon דגל גבון Flag of Galicia דגל גליסיה Flag of Georgia דגל ג'ורג'יה Flag of Georgia דגל גאורגיה Flag of Germany דגל גרמניה Flag of Ghana דגל גאנה Flag of Gibraltar דגל גיברלטר Flag of Greece דגל יוון Flag of Greenland דגל גרינלנד Flag of Grenada דגל גרנדה Flag of Guadeloupe דגל גוואדלופ Flag of Guam דגל גואם Flag of Guatemala דגל גואטמלה Flag of Guernsey דגל גרנזי Flag of Guinea דגל גינאה Flag of Guinea-Bissau דגל גינאה ביסאו Flag of Guyana דגל גיאנה Flag of Haiti דגל האיטי Flag of Hamburg דגל המבורג Flag of Hate Flag of Hate Flag of Hawaii דגל הוואי Flag of Herm דגל הרם Flag of Hesse דגל הסן Flag of Hezbollah דגל חזבאללה Flag of Honduras דגל הונדורס Flag of Hong Kong דגל הונג קונג Flag of Hungary דגל הונגריה Flag of Iceland דגל איסלנד Flag of India דגל הודו Flag of Indiana דגל אינדיאנה Flag of Indonesia דגל אינדונזיה Flag of Ingushetia דגל אינגושטיה Flag of Iowa דגל איווה Flag of Iran דגל איראן Flag of Iraq דגל עיראק Flag of Ireland דגל אירלנד Flag of Israel דגל ישראל Flag of Italy דגל איטליה Flag of Ivory Coast דגל חוף השנהב Flag of Jamaica דגל ג'מייקה Flag of Japan דגל יפן Flag of Jersey דגל ג'רזי Flag of Jordan דגל ירדן Flag of Kansas דגל קנזס Flag of Kazakhstan דגל קזחסטן Flag of Kentucky דגל קנטקי Flag of Kenya דגל קניה Flag of Kiribati דגל קיריבטי Flag of Kosovo דגל קוסובו Flag of Kurdistan דגל כורדיסטן Flag of Kuwait דגל כווית Flag of Kyrgyzstan דגל קירגיזסטן Flag of La Rioja דגל לה ריוחה Flag of Laos דגל לאוס Flag of Latvia דגל לטביה Flag of Lebanon דגל לבנון Flag of Lesotho דגל לסוטו Flag of Liberia דגל ליבריה Flag of Libya דגל לוב Flag of Liechtenstein דגל ליכטנשטיין Flag of Lithuania דגל ליטא Flag of Los Angeles דגל לוס אנג'לס Flag of Louisiana דגל לואיזיאנה Flag of Lower Saxony דגל סקסוניה התחתונה Flag of Luxembourg דגל לוקסמבורג Flag of Macau דגל מקאו Flag of Madagascar דגל מדגסקר Flag of Madeira דגל מדיירה Flag of Madrid דגל מדריד Flag of Maine דגל מיין Flag of Malawi דגל מלאווי Flag of Malaysia דגל מלזיה Flag of Mali דגל מאלי Flag of Malta דגל מלטה Flag of Manitoba דגל מניטובה Flag of Martinique דגל מרטיניק Flag of Maryland דגל מרילנד Flag of Massachusetts דגל מסצ'וסטס Flag of Mauritania דגל מאוריטניה Flag of Mauritius דגל מאוריציוס Flag of Mecklenburg-Vorpommern דגל מקלנבורג-מערב פומרניה Flag of Mexico דגל מקסיקו Flag of Michigan דגל מישיגן Flag of Minnesota דגל מינסוטה Flag of Mississippi דגל מיסיסיפי Flag of Missouri דגל מיזורי Flag of Moldova דגל מולדובה Flag of Monaco דגל מונאקו Flag of Mongolia דגל מונגוליה Flag of Montana דגל מונטנה Flag of Montenegro דגל מונטנגרו Flag of Montreal דגל מונטריאול Flag of Montserrat דגל מונטסראט Flag of Morocco דגל מרוקו Flag of Mozambique דגל מוזמביק Flag of Munster דגל מנסטר Flag of Myanmar דגל מיאנמר Flag of NATO דגל נאט"ו Flag of Namibia דגל נמיביה Flag of Nauru דגל נאורו Flag of Navarre דגל נווארה Flag of Navassa Island דגל האי נבאסה Flag of Nebraska דגל נברסקה Flag of Nepal דגל נפאל Flag of Nevada דגל נבדה Flag of New Brunswick דגל ניו ברנזוויק Flag of New Caledonia דגל קלדוניה החדשה Flag of New England דגל ניו אינגלנד Flag of New Mexico דגל ניו מקסיקו Flag of New South Wales דגל ניו סאות' ויילס Flag of New Zealand דגל ניו זילנד Flag of Newfoundland and Labrador דגל ניופאונדלנד ולברדור Flag of Nicaragua דגל ניקרגואה Flag of Niger דגל ניז'ר Flag of Nigeria דגל ניגריה Flag of Niue דגל ניואה Flag of Norfolk Island דגל טריטוריית האי נורפוק Flag of North Carolina דגל קרוליינה הצפונית Flag of North Dakota דגל דקוטה הצפונית Flag of North Korea דגל קוריאה הצפונית Flag of North Rhine-Westphalia דגל נורדריין-וסטפאליה Flag of Northern Cyprus דגל הרפובליקה הטורקית של צפון קפריסין Flag of Northern Ireland דגל צפון אירלנד Flag of Norway דגל נורווגיה Flag of Nova Scotia דגל נובה סקוטיה Flag of Nunavut דגל נונאווט Flag of Ohio דגל אוהיו Flag of Oklahoma דגל אוקלהומה Flag of Oman דגל עומאן Flag of Ontario דגל אונטריו Flag of Oregon דגל אורגון Flag of Orkney דגל איי אורקני Flag of Ottawa דגל אוטווה Flag of Pakistan דגל פקיסטן Flag of Palau דגל פלאו Flag of Panama דגל פנמה Flag of Papua New Guinea דגל פפואה גינאה החדשה Flag of Paraguay דגל פרגוואי Flag of Peru דגל פרו Flag of Poland דגל פולין Flag of Portugal דגל פורטוגל Flag of Prince Edward Island דגל אי הנסיך אדוארד Flag of Puerto Rico דגל פוארטו ריקו Flag of Qatar דגל קטר Flag of Quebec דגל קוויבק Flag of Queensland דגל קווינסלנד Flag of Republika Srpska דגל רפובליקה סרפסקה Flag of Rhineland-Palatinate דגל ריינלנד-פפאלץ Flag of Rhode Island דגל רוד איילנד Flag of Romania דגל רומניה Flag of Russia דגל רוסיה Flag of Rwanda דגל רואנדה Flag of Réunion דגל ראוניון Flag of Saarland דגל חבל הסאר Flag of Saba דגל סאבא Flag of Saint David דגל דייוויד הקדוש Flag of Saint Helena דגל סנט הלנה Flag of Saint Kitts and Nevis דגל סנט קיטס ונוויס Flag of Saint Lucia דגל סנט לוסיה Flag of Saint Vincent and the Grenadines דגל סנט וינסנט והגרנדינים Flag of Salta דגל סלטה Flag of Samoa דגל סמואה Flag of San Francisco דגל סן פרנסיסקו Flag of San Marino דגל סן מרינו Flag of Sark דגל סרק Flag of Saskatchewan דגל ססקצ'ואן Flag of Saudi Arabia דגל ערב הסעודית Flag of Saxony דגל סקסוניה Flag of Saxony-Anhalt דגל סקסוניה-אנהלט Flag of Schleswig-Holstein דגל שלזוויג-הולשטיין Flag of Scotland דגל סקוטלנד Flag of Senegal דגל סנגל Flag of Serbia דגל סרביה Flag of Serbia and Montenegro דגל סרביה ומונטנגרו Flag of Seychelles דגל סיישל Flag of Shetland דגל איי שטלנד Flag of Sierra Leone דגל סיירה לאון Flag of Singapore דגל סינגפור Flag of Sint Maarten דגל סנט מארטן Flag of Slovakia דגל סלובקיה Flag of Slovenia דגל סלובניה Flag of Somalia דגל סומליה Flag of Somaliland דגל סומלילנד Flag of South Africa דגל דרום אפריקה Flag of South Australia דגל אוסטרליה הדרומית Flag of South Carolina דגל קרוליינה הדרומית Flag of South Dakota דגל דקוטה הדרומית Flag of South Georgia and the South Sandwich Islands דגל איי ג'ורג'יה הדרומית ואיי סנדוויץ' הדרומיים Flag of South Korea דגל קוריאה הדרומית Flag of South Sudan דגל דרום סודאן Flag of Spain דגל ספרד Flag of Sri Lanka דגל סרי לנקה Flag of Sudan דגל סודאן Flag of Suriname דגל סורינאם Flag of Swaziland דגל סווזילנד Flag of Sweden דגל שוודיה Flag of Switzerland דגל שווייץ Flag of Syria דגל סוריה Flag of São Tomé and Príncipe דגל סאו טומה ופרינסיפה Flag of Tajikistan דגל טג'יקיסטן Flag of Tanzania דגל טנזניה Flag of Tasmania דגל טסמניה Flag of Tbilisi דגל טביליסי Flag of Tenerife דגל טנריף Flag of Tennessee דגל טנסי Flag of Texas דגל טקסס Flag of Thailand דגל תאילנד Flag of Thuringia דגל תורינגיה Flag of Tibet דגל טיבט Flag of Togo דגל טוגו Flag of Tokelau דגל טוקלאו Flag of Tonga דגל טונגה Flag of Toronto דגל טורונטו Flag of Transnistria דגל טרנסניסטריה Flag of Trinidad and Tobago דגל טרינידד וטובגו Flag of Tristan da Cunha דגל טריסטן דה קונה Flag of Tunisia דגל תוניסיה Flag of Turkey דגל טורקיה Flag of Turkmenistan דגל טורקמניסטן Flag of Tuvalu דגל טובאלו Flag of Uganda דגל אוגנדה Flag of Ukraine דגל אוקראינה Flag of Ulster דגל אלסטר Flag of Upper Volta דגל וולטה העילית Flag of Uruguay דגל אורוגוואי Flag of Utah דגל יוטה Flag of Uzbekistan דגל אוזבקיסטן Flag of Vancouver דגל ונקובר Flag of Vanuatu דגל ונואטו Flag of Vatican City דגל קריית הוותיקן Flag of Venezuela דגל ונצואלה Flag of Vermont דגל ורמונט Flag of Victoria דגל ויקטוריה Flag of Vietnam דגל וייטנאם Flag of Wales דגל ויילס Flag of Wallis and Futuna דגל ואליס ופוטונה Flag of Washington דגל וושינגטון Flag of West Virginia דגל וירג'יניה המערבית Flag of Western Australia דגל אוסטרליה המערבית Flag of Western Sahara דגל רפובליקת סהרה הערבית הדמוקרטית Flag of Winnipeg דגל ויניפג Flag of Wisconsin דגל ויסקונסין Flag of Wyoming דגל ויומינג Flag of Yemen דגל תימן Flag of Yugoslavia דגל יוגוסלביה Flag of Yukon דגל יוקון Flag of Zambia דגל זמביה Flag of Zanzibar דגל זנזיבר Flag of Zimbabwe דגל זימבבואה Flag of convenience דגל נוחות Flag of the African Union דגל האיחוד האפריקאי Flag of the Arab League דגל הליגה הערבית Flag of the Arab Revolt דגל המרד הערבי Flag of the Association of Southeast Asian Nations דגל איגוד מדינות דרום-מזרח אסיה Flag of the Australian Capital Territory דגל טריטוריית הבירה האוסטרלית Flag of the Bahamas דגל איי בהאמה Flag of the Balearic Islands דגל האיים הבלאריים Flag of the British Antarctic Territory דגל הטריטוריה הבריטית באנטארקטיקה Flag of the British Indian Ocean Territory דגל הטריטוריה הבריטית באוקיינוס ההודי Flag of the British Virgin Islands דגל איי הבתולה הבריטיים Flag of the Canary Islands דגל האיים הקנריים Flag of the Cape Colony דגל מושבת הכף Flag of the Cayman Islands דגל איי קיימן Flag of the Central African Republic דגל הרפובליקה המרכז אפריקאית Flag of the Cocos דגל איי קוקוס Flag of the Commonwealth of Nations דגל חבר העמים הבריטי Flag of the Community of Madrid דגל מדריד Flag of the Comoros דגל קומורו Flag of the Confederate States of America דגל קונפדרציית המדינות של אמריקה Flag of the Cook Islands דגל איי קוק Flag of the Czech Republic דגל צ'כיה Flag of the Democratic Republic of the Congo דגל הרפובליקה הדמוקרטית של קונגו Flag of the District of Columbia דגל וושינגטון די. סי. Flag of the Dominican Republic דגל הרפובליקה הדומיניקנית Flag of the Falkland Islands דגל איי פוקלנד Flag of the Faroe Islands דגל איי פארו Flag of the Federated States of Micronesia דגל מיקרונזיה Flag of the Gambia דגל גמביה Flag of the Governor General of Canada דגל המושל הכללי של קנדה Flag of the Governor-General of Australia דגל המושל הכללי של אוסטרליה Flag of the Governor-General of New Zealand דגל המושל הכללי של ניו זילנד Flag of the Isle of Man דגל האי מאן Flag of the Jewish Autonomous Oblast דגל המחוז היהודי האוטונומי Flag of the Maldives דגל המלדיביים Flag of the Marshall Islands דגל איי מרשל Flag of the Natalia Republic דגל רפובליקת נטאליה Flag of the Netherlands דגל הולנד Flag of the Netherlands Antilles דגל האנטילים ההולנדיים Flag of the Northern Mariana Islands דגל איי מריאנה הצפוניים Flag of the Northern Territory דגל הטריטוריה הצפונית Flag of the Northwest Territories דגל הטריטוריות הצפון-מערביות Flag of the Orange Free State דגל מדינת אורנג' החופשית Flag of the Philippines דגל הפיליפינים Flag of the President of the United States דגל נשיא ארצות הברית Flag of the Republic of Adygea הדגל הצ'רקסי Flag of the Republic of China דגל הרפובליקה הסינית Flag of the Republic of Macedonia דגל מקדוניה Flag of the Republic of the Congo דגל הרפובליקה של קונגו Flag of the Solomon Islands דגל איי שלמה Flag of the South African Republic דגל הרפובליקה הדרום אפריקאית Flag of the Soviet Union דגל ברית המועצות Flag of the Turks and Caicos Islands דגל איי טרקס וקייקוס Flag of the United Arab Emirates דגל איחוד האמירויות הערביות Flag of the United Kingdom דגל הממלכה המאוחדת Flag of the United Nations דגל האומות המאוחדות Flag of the United States דגל ארצות הברית Flag of the United States Virgin Islands דגל איי הבתולה של ארצות הברית Flag of the Valencian Community דגל ולנסיה Flag of Åland דגל אולנד Flag protocol פרוטוקול הדגל Flag state דגל Flag templates קטגוריה:תבניות - דגלים של מדינות Flag-Smasher מרסק הדגלים Flagellation of Christ הלקאתו של ישו Flagellum שוטון Flags קטגוריה:דגלים Flags Act 1953 חוק הדגלים 1953 Flags and arms of cantons of Switzerland גלריית דגלי הקנטונים של שווייץ Flags and coats of arms of the Austrian states גלריית דגלי מדינות אוסטריה Flags by continent קטגוריה:דגלים לפי יבשת Flags by country קטגוריה:דגלים לפי מדינה Flags by design קטגוריה:דגלים לפי עיצוב Flags depicting the Southern Cross גלריית דגלי הצלב הדרומי Flags of Africa גלריית דגלי אפריקה Flags of Africa קטגוריה:אפריקה: דגלים Flags of Antarctica דגלי אנטארקטיקה Flags of Antarctica קטגוריה:אנטארקטיקה: דגלים וסמלים Flags of Argentina קטגוריה:ארגנטינה: דגלים Flags of Asia גלריית דגלי אסיה Flags of Asia קטגוריה:אסיה: דגלים Flags of Australia קטגוריה:אוסטרליה: דגלים Flags of Austria קטגוריה:אוסטריה: דגלים Flags of Brazilian states גלריית דגלי מדינות ברזיל Flags of British Overseas Territories קטגוריה:הטריטוריות הבריטיות שמעבר לים: דגלים Flags of Canada קטגוריה:קנדה: דגלים Flags of China קטגוריה:סין: דגלים Flags of Denmark קטגוריה:דנמרק: דגלים Flags of Estonia קטגוריה:אסטוניה: דגלים Flags of Europe גלריית דגלי אירופה Flags of Europe קטגוריה:אירופה: דגלים Flags of Europe תבנית:דגלי מדינות אירופה Flags of France קטגוריה:צרפת: דגלים Flags of Georgia קטגוריה:גאורגיה: דגלים Flags of Germany קטגוריה:גרמניה: דגלים Flags of Ireland קטגוריה:אירלנד: דגלים Flags of Israel קטגוריה:ישראל: דגלים Flags of New York City דגל העיר ניו יורק Flags of New Zealand קטגוריה:ניו זילנד: דגלים Flags of North America גלריית דגלי אמריקה הצפונית Flags of North America קטגוריה:אמריקה הצפונית: דגלים Flags of Oceania גלריית דגלי אוקיאניה Flags of Oceania קטגוריה:אוקיאניה: דגלים Flags of Our Fathers גיבורי הדגל Flags of Russia קטגוריה:רוסיה: דגלים Flags of Scotland קטגוריה:דגלי סקוטלנד Flags of South Africa קטגוריה:דרום אפריקה: דגלים Flags of South America גלריית דגלי אמריקה הדרומית Flags of South America קטגוריה:אמריקה הדרומית: דגלים Flags of Spain קטגוריה:ספרד: דגלים Flags of provinces of the Netherlands גלריית דגלי הולנד Flags of regions of Italy גלריית דגלי איטליה Flags of the Confederate States of America דגל קונפדרציית המדינות של אמריקה Flags of the Governors of the Australian states דגלי המושלים של מדינות אוסטרליה Flags of the Holy Roman Empire הנס המלכותי של האימפריה הרומית הקדושה Flags of the Netherlands קטגוריה:הולנד: דגלים Flags of the Ottoman Empire דגל האימפריה העות'מאנית Flags of the U.S. states גלריית דגלי מדינות ארצות הברית Flags of the United Kingdom קטגוריה:הממלכה המאוחדת: דגלים Flags of the United States קטגוריה:ארצות הברית: דגלים Flags of the World אתר דגלי העולם Flags of the insular areas of the United States קטגוריה:טריטוריות ארצות הברית: דגלים Flags of the lieutenant governors of Canada דגלי המשנים למושל קנדה Flagship אוניית דגל Flagship Program תוכנית פלאגשיפ Flagstaff House בית פלגסטאף Flail מורג Flair bartending פליירינג Flak jacket אפוד מגן Flam פלם Flamboyant סגנון גותי לוהב Flambé פלמבה Flambéed foods קטגוריה:פלמבה Flame להבה Flame Nebula ערפילית הלהבה Flame Towers מגדלי הלהבה Flame tank טנק להביור Flamenco פלמנקו Flamenco קטגוריה:פלמנקו Flamengo Park פארק פלמנגו Flamengo logo.svg תמונה:Flamengo logo football.png Flamethrower להביור Flaming Flaming Flaming שלהוב Flaming beverage קוקטיילי שלהבת Flamingo Flamingo Flamingo פלמינגואים Flamingos תבנית:פלמינגואים Flammenwerfer 35 Flammenwerfer 35 Flamsteed designation ציון פלמסטיד Flanagan פלנגן Flanders פלנדריה Flanders Field American Cemetery and Memorial בית הקברות והאנדרטה האמריקניים בשדה פלנדריה Flanging פלאנג'ינג Flank opening פתיחת איגוף Flanking maneuver איגוף Flannery O'Connor פלאנרי או'קונור Flap consonant עיצורים מקישים Flappy Bird Flappy Bird Flare בזק Flare נור Flare gun אקדח נורים Flash בארי אלן Flash ג'יי גאריק Flash מבזק Flash פלאש Flash קטגוריה:פלאש Flash Airlines פלאש איירליינס Flash Airlines Flight 604 טיסה 604 של פלאש איירליינס Flash Brothers Flash Brothers Flash Gordon Flash Gordon Flash Gordon פלאש גורדון Flash Pack.jpg קובץ:Flash Pack.jpg Flash Thompson פלאש תומפסון Flash fiction סיפורת בזק Flash flood שיטפון בזק Flash memory זיכרון הבזק Flash mob התקהלות בזק Flash photolysis פלאש פוטוליזה Flash point נקודת הבזק Flash powder אבקת פלאש Flash207.jpg קובץ:Flash207.jpg FlashFXP FlashFXP FlashForward פלאש פורוורד Flashback פלשבק Flashdance פלאשדאנס Flashforward פלשפורוורד Flashing Lights Flashing Lights Flashlight פנס Flashpoint פלאשפוינט Flat במול Flat engine מנוע בוקסר Flat feet פלטפוס Flat module מודול שטוח Flat tire תקר Flat-Coated Retriever רטריבר חלק שיער Flat-headed cat חתול נמרי שטוח ראש Flat-headed kusimanse קוסימן שטוח-ראש Flatback sea turtle צב ים שטוח-גב Flatfish דגי משה רבנו Flathead grey mullet קיפון בורי Flatiron Building בניין פלאטאיירון Flatland שטוחלנדיה Flattening פחיסות Flattery חנופה Flatulence נפיחה Flatworm תולעים שטוחות Flautists קטגוריה:חלילנים Flavia Pennetta פלאביה פנטה Flavian I of Antioch פלוויאנוס הראשון מאנטיוכיה Flavian dynasty השושלת הפלאבית Flavian dynasty קטגוריה:השושלת הפלאבית Flavii קטגוריה:פלאביים Flavin פלווין Flavin mononucleotide ריבופלאבין-5-פוספט Flavius Aetius פלביוס אאטיוס Flavius Valerius Severus פלביוס ולריוס סוורוס Flavius Victor פלביוס ויקטור Flaviusvulso/LuciusCaesar לוקיוס קיסר Flaviviridae פלאוויווירידה Flavonoid פלבונואיד Flavor חומרי טעם וריח Flavor Flav פלייבור פלייב Flavor of Love תבנית:סאות' פארק Flavors of Entanglement Flavors of Entanglement Flavour טעם Flawless Flawless Flawless אנשים מושלמים Flax פשתן Fld300b/Translation of the Spanish article: Harry Potter y las Reliquias de la Muerte הארי פוטר ואוצרות המוות Flea מייקל באלזארי Flea פרעושים Flea circus קרקס פרעושים Flea market שוק פשפשים Fleas קטגוריה:פרעושים Fledge פרחון Fleet צי Fleet Foxes פליט פוקסס Fleet Street רחוב פליט Fleet admiral אדמירל צי Fleet management ניהול צי רכב Fleetwood פליטווד Fleetwood Mac פליטווד מק Fleetwood Mac albums קטגוריה:אלבומי פליטווד מק Fleischer פליישר Fleischmann פליישמן Fleming פלמינג Flemish Parliament הפרלמנט הפלמי Flemish painters קטגוריה:ציירים פלמים Flemish people קטגוריה:פלמים Flemish physicians קטגוריה:רופאים פלמים Flemish-language films קטגוריה:סרטים בפלמית Flensburg פלנסבורג Flensburg Government ממשלת פלנסבורג Flerovium פלרוביום Flesch פלש Fletch79/Chess board לוח שחמט Fletch79/Queen מלכה Fletcher פלטשר Fletcher Henderson פלטשר הנדרסון Fleur-de-lis פלר דה ליס Fleurguson/sandbox גמישות פנוטיפית Flevoland פלבולנד Flexagon פלקסגון Flexibility גמישות Flexible algebra הזהות הגמישה Flexicurity Flexicurity Flexography פלקסוגרפיה Flexor carpi radialis muscle השריר כופף שורש היד החישורי Flexor carpi ulnaris muscle השריר כופף שורש היד הגומדי Flexor digiti minimi brevis muscle השריר כופף הזרת הקצר Flexor digitorum profundus muscle השריר כופף האצבעות העמוק Flexor digitorum superficialis muscle השריר כופף האצבעות השטחי Flexor hallucis brevis muscle השריר כופף הבוהן הקצר Flexor hallucis longus muscle השריר כופף הבוהן הארוך Flexor pollicis brevis muscle השריר כופף האגודל הקצר Flexor pollicis longus muscle השריר כופף האגודל הארוך Flextime תעסוקה גמישה Flick Trial משפט פליק Flickr פליקר Flies קטגוריה:זבובאים Flight הטיסה Flight 19 טיסה 19 Flight 714 טיסה 714 לסידני Flight 93 טיסה 93 Flight Guard מגן רקיע Flight and expulsion of Germans גירוש גרמנים בתום מלחמת העולם השנייה Flight attendant דייל אוויר Flight attendants קטגוריה:דיילי אוויר Flight engineer מהנדס טיסה Flight information region מרחב פיקוח תעופתי Flight instruments מחווני טיסה Flight into Egypt הבריחה למצרים Flight nurse צוות עזר אוויר במערך הרפואה Flight of the Bumblebee מעוף הדבורה Flight of the Conchords טיסת הקונקורד Flight of the Intruder טיסת האינטרודר Flight of the Navigator נווט מכוכב אחר Flight of the Norwegian National Treasury מילוט אוצר הזהב הנורווגי הלאומי Flight of the Phoenix טיסת הפניקס Flight officer נווט Flight phases קטגוריה:שלבי טיסה Flight recorder קופסה שחורה Flight simulation video games קטגוריה:משחקי מדמי טיסה Flight simulator מאמן טיסה FlightGear FlightGear Flightless bird עופות חסרי יכולת תעופה Flightless birds קטגוריה:עופות חסרי יכולת תעופה Flightless cormorant קורמורן גלאפגוס Flinders Petrie פלינדרס פיטרי Flint פלינט Flint צור Flint Fireforge חלמיש כור-אש Flint Island פלינט Flintlock mechanism מצת חלמיש Flintshire פלינטשייר Flip Saunders פליפ סונדרס Flip Wilson פליפ וילסון Flip-flop פליפ פלופ Flip-flops כפכפים Flipped הפוך Flipped classroom שיעור הפוך Flipper פליפר Flipper and Lopaka פליפר ולופקה FlipsHack משתמש:FlipsHack Flirting פלירט Flo Rida פלו ריידה Floater עצמים צפים בעין Floating charge שעבוד צף Floating island אי צף Floating market שוק צף Floating point נקודה צפה Flock Flock FloggerBot משתמש:FloggerBot Flomenbom/File dynamics דינאמיקה של אוביקטים אמיתיים בתעלה Flood מבול Flood שיטפון Flood Tide שיטפון Flood myths קטגוריה:המבול Floodplain מישור הצפה Floods קטגוריה:שיטפונות Floor התעמלות קרקע Floor רצפה Floor תבנית:רצפה Floor Jansen פלור ינסן Floor and ceiling functions פונקציית הערך השלם Floor buffer מבריק רצפות Floor hockey הוקי רצפה Floor plan תוכנית Floorball פלורבול Floorcloth מטלית רצפה Flooring ריצוף Floortime DIR Floppy disk תקליטון Flor פלור Flora מגדיר צמחים Flora פלורה Flora Montgomery פלורה מונטגומרי Flora Sassoon פרחה ששון Flora of Palestine קטגוריה:ארץ ישראל: הצומח Flora of the Yucatán Peninsula קטגוריה:צמחיית חצי האי יוקטן Floral Games משחקי הפרחים Florence פירנצה Florence קטגוריה:פירנצה Florence Baptistery הבפטיסטריום של פירנצה Florence Basilica of San Lorenzo בזיליקת סן לורנצו Florence Basilica of Santa Croce בזיליקת סנטה קרוצ'ה Florence Cathedral סנטה מריה דל פיורה Florence Chadwick פלורנס צ'דוויק Florence Devouard פלורנס ניבאר-דבואר Florence Goodenough פלורנס גודינאף Florence Griffith Joyner פלורנס גריפית' ג'וינר Florence Harding פלורנס הרדינג Florence Kirsch Du Brul פלורנס קירש דו ברול Florence Nightingale פלורנס נייטינגייל Florence Nightingale effect אפקט פלורנס נייטינגייל Florence Owens Thompson אם נודדת Florence Piazza della Repubblica כיכר הרפובליקה Florence Prag Kahn פלורנס קאהן Florence Wambugu פלורנס ואמבוגו Florence and the Machine פלורנס אנד דה מאשין Florence landmarks תבנית:פירנצה Florencia Bertotti פלורנסיה ברטוטי Florent Malouda פלורן מאלודה Florent Manaudou פלורן מנודו Florent Piétrus פלורן פיאטרוס Florent Sinama Pongolle פלורן סינמה פונגול Florentine Camerata הקמראטה הפלורנטינית Florentine biscuit עוגיית פלורנטין Florentino Pérez פלורנטינו פרס Flores פלורס Floriade פלוריאדה Florian Abrahamowicz פלוריאנו אברמוביץ' Florian Blaschke/Symphonic metal מטאל סימפוני Florian Henckel von Donnersmarck פלוריאן הנקל פון דונרסמארק Florian Jozefzoon פלוריאן יוזפזון Florian Klein פלוריאן קליין Florian Zeller פלוריאן זלר FlorianBauer79/sandbox סיפור משתמש Floriana פלוריאנה Floriano Peixoto פלוריאנו פיישוטו Florianus פלוריאנוס Florianópolis פלוריאנופוליס Floricienta פלוריסיינטה Florida פלורידה Florida קטגוריה:פלורידה Florida תבנית:פלורידה Florida Bay מפרץ פלורידה Florida Cape Coral קייפ קורל Florida Celebration סלבריישן Florida Delray Beach דלריי ביץ' Florida Fort Lauderdale פורט לודרדייל Florida Gainesville גיינסוויל Florida Gators men's basketball players קטגוריה:כדורסלני אוניברסיטת פלורידה Florida Grand Opera האופרה הגדולה של פלורידה Florida Hollywood הוליווד Florida Jacksonville ג'קסונוויל Florida Key West קטגוריה:קי וסט Florida Key West קי וסט Florida Keys פלורידה קיז Florida Keys קטגוריה:הקיז Florida Keys תבנית:הקיז Florida Kissimmee קיסימי Florida Melbourne מלבורן Florida Miami קטגוריה:מיאמי Florida Miami-Dade County מחוז מיאמי-דייד Florida Orlando אורלנדו Florida Orlando קטגוריה:אורלנדו Florida Palm Beach פאלם ביץ' Florida Panthers פלורידה פנתרס Florida Port St. Lucie פורט סנט לוסי Florida Sports in Miami קטגוריה:מיאמי: ספורט Florida St. Augustine סיינט אוגוסטין Florida St. Petersburg סיינט פיטרסברג Florida Suncoast חוף השמש Florida Tallahassee טאלאהאסי Florida Tampa טמפה Florida Tampa קטגוריה:טמפה Florida Television shows set in Miami קטגוריה:תוכניות טלוויזיה שמתרחשות במיאמי Florida West Palm Beach וסט פאלם ביץ' Florida panther פומת פלורידה Florilegium אנסמבל פלורילגיום Florin פלורין איטלקי Florin Piersic פלורין פיירסיק Florina פלורינה Floris Cohen הנדריק פלוריס כהן Floristry סידור פרחים Florus לוקיוס אנאוס פלורוס Flossenbürg concentration camp פלוסנבירג Flotilla שייטת Flotta פלוטה Flour קטגוריה:קמח Flour קמח Flour mills קטגוריה:טחנות קמח Flow ויקיפדיה:זרימה Flow זרימה Flow banding פסי זרימה Flow network רשת זרימה Flow visualization הדמיית זרימה Flowchart תרשים זרימה Flower פרח Flower bouquet זר פרחים Flower box אדנית Flower child ילדי הפרחים Flower of Scotland הפרח הסקוטי Flower-class corvette הקורבטות מסדרת פלאואר Flowering plant בעלי פרחים Flowerpot עציץ Flowers קטגוריה:פרחים Flowers for Algernon פרחים לאלג'רנון Flowers in the Attic פרחים בעליית הגג Floyd Council פלויד קאונסל Floyd Crosby פלויד קרוסבי Floyd Landis פלויד לאנדיס Floyd Mayweather Jr. פלויד מייוות'ר Floyd Mayweather Jr. vs. Manny Pacquiao מייוות'ר נגד פקיאו Floyd–Warshall algorithm אלגוריתם פלויד-וורשאל Fluconazole פלוקונאזול Fluctuat nec mergitur מתנדנדת על הגלים אך אינה טובעת Fluffernutter פלאפרנאטר Flufftail סארוטרוניים Flugelhorn פלוגלהורן Fluid זורם Fluid and crystallized intelligence התאוריה הדו גורמית לאינטליגנציה Fluid balance משק המים בגוף האדם Fluid dynamics קטגוריה:הידרודינמיקה Fluid mechanics מכניקת הזורמים Fluid mechanics קטגוריה:מכניקת הזורמים Fluidics פלואידיקה Flumazenil פלומאזניל Fluminense FC פלומיננסה Fluminense Football Club managers קטגוריה:מאמני פלומיננסה Fluminense Football Club players קטגוריה:כדורגלני פלומיננסה Fluorescence פלואורסצנציה Fluorescence in situ hybridization היברידיזציה פלואורסצנטית באתר Fluorescence recovery after photobleaching חזרת הפלורוסנסיה לאחר הלבנתה Fluorescent lamp נורה פלואורסצנטית Fluoride פלואוריד Fluorine פלואור Fluorite פלואוריט Fluoroantimonic acid חומצה פלואורואנטימונית Fluorosulfuric acid חומצה פלואורוגופרתית Fluoxetine פלואוקסטין Flushed Away חיים בזרם Flushing Airport שדה התעופה פלאשינג Flushing Dog and Water Dog Group FCI Retriever הספניאלים וכלבי המים של הפדרציה הבינלאומית לכלבנות קבוצת הרטריברים Flushing Meadows–Corona Park פארק פלאשינג מדוז Flute חליל צד Flute repertory רפרטואר לחליל Flutes קטגוריה:חליל צד Fluting חירוץ Flux שטף Flux Pavilion Flux Pavilion Fluxus פלוקסוס Fly Fly Fly זבוב Fly זבובאים Fly Like an Eagle Fly Like an Eagle Fly ash אפר פחם Fly by Night Fly by Night Fly-by-wire טוס-על-חוט Fly-killing device קוטל יתושים FlyAkwa/hsr רכבת מהירה Flydubai פליי דובאי Flydubai Flight 981 טיסה 981 של פליי דובאי Flyer עלון Flyff Flyff Flying Bulgar Klezmer Band Flying Bulgar Klezmer Band Flying Dutchman ההולנדי המעופף Flying Dutchman הולנדי מעופף Flying Spaghetti Monster מפלצת הספגטי המעופפת Flying Tigers הנמרים המעופפים Flying ace אלוף הפלות Flying aces קטגוריה:אלופי הפלות Flying and gliding animals תעופת בעלי חיים Flying buttress תמיכות דואות Flying disc פריזבי Flying disc קטגוריה:פריזבי Flying fish דאוניים Flying in a Blue Dream Flying in a Blue Dream Flying saucer צלחת מעופפת Flying squirrel סנאים דואים Flying the Corporate Jet Flying The Corporate Jet Flying trapeze טרפז מעופף Flyleaf פלייליף Flynn פלין Flywheel גלגל תנופה Flóra Kádár פלורה קאדאר Flórián Albert פלוריאן אלברט Flügel כנף Fmbox תבנית:תיבת הודעה Fmflake/sandbox פוטואלסטיות Fn key מקש Fn Fnm aoty.jpg תמונה:Fnm aoty.jpg Foam קצף Foaming agent חומר מקציף Focaccia פוקאצ'ה Focal dystonia דיסטוניה פוקאלית Focal length מוקד Focalization מיקוד Fock state מצב פוק Focke-Wulf פוקה-וולף Focke-Wulf Fw 190 פוקה-וולף Fw 190 Focke-Wulf Fw 200 Condor פוקה-וולף Fw 200 Focus Focus Focus מוקד Focus פוקוס Focus group קבוצת מיקוד Focșani פוקשאן Foday Sankoh פודאי סנקו Fodder מספוא Fodder קטגוריה:הזנת חיות משק Fodor's lemma למת פודור Foe tha Love of $ Foe tha Love of $ Foederati פוידרטוס Foehn wind רוח פן Fog ערפל Fog fence רשת ערפל Fog of war ערפל קרב Fogel פוגל Fogera פוגרה Foggia פוג'ה Foggia Calcio players קטגוריה:כדורגלני פוג'ה Foggy Nelson פוגי נלסון Foiba פויבה Foie gras כבד אווז Foie gras controversy פיטום אווזים וברווזים Foix פואה Fokker פוקר Fokker קטגוריה:פוקר Fokker 100 פוקר 100 Fokker 50 פוקר 50 Fokker 70 פוקר 70 Fokker Dr.I פוקר DR.I Fokker Eindecker fighters פוקר איינדקר Fokker F27 Friendship פוקר F27 Fokker F28 Fellowship פוקר F28 Fokker–Planck equation משוואת פוקר פלאנק Folate deficiency חוסר חומצה פולית Fold קמט Folding funnel Folding funnel Folding seat מושב מתקפל Folding@home Folding@home Foldoc license ויקיפדיה:אישורים להעתקה/www.foldoc.org Folgefonna National Park הפארק הלאומי פלוגפונה Foliar feeding דישון עלוותי Folic acid חומצה פולית Folies Bergère פולי ברז'ר Foligno פוליניו Folinic acid חומצה פולינית Folk פולק Folk Songs שירי עם Folk costume לבוש מסורתי Folk dance ריקוד עם Folk dances קטגוריה:ריקודי עם Folk etymology אטימולוגיה עממית Folk hero גיבור לאומי Folk high school בתי חינוך עממיים Folk metal פולק מטאל Folk metal musical groups קטגוריה:להקות פולק מטאל Folk music מוזיקה עממית Folk music קטגוריה:פולק Folk music groups קטגוריה:להקות פולק Folk rock פולק רוק Folk rock groups קטגוריה:להקות פולק רוק Folk saints קטגוריה:קדושים עממיים Folk singers קטגוריה:זמרי פולק Folk songs קטגוריה:שירים עממיים Folk theorem המשפט העממי Folke Bernadotte פולקה ברנדוט Folkestone White Horse הסוס הלבן של פוקסטון Folketing פולקטינג Folklore Folklore Folklore פולקלור Folklore קטגוריה:פולקלור Folklore by nationality קטגוריה:פולקלור לפי מדינות Folklore of Romania מיתולוגיה רומנית Folklorists קטגוריה:פולקלוריסטים Folks-Sztyme פאלקסשטימע Folksonomy פולקסונומיה Folkways מנהג Follicle זקיק Follicle-stimulating hormone הורמון מגרה זקיק Follicular lymphoma לימפומה פוליקולרית Follow the Leader Follow the Leader Folly פולי Folly buildings קטגוריה:מבני שטות Folsom Street Fair פסטיבל רחוב פולסום Folsom tradition תרבות פולסם Fomalhaut פומלהוט Fomboni פומבוני Fomepizole פומפיזול Fonda פונדה Fonda family קטגוריה:משפחת פונדה Fondaco dei Tedeschi פונדאקו דיי טדסקי Fondaco dei Turchi פונדאקו דיי טורקי Fondant פונדנט Fondant icing בצק סוכר Fondi פונדי Fondue פונדו Font color תבנית:צבע גופן Font size templates תבנית:גודל FontLab פונטלאב Fontaine פונטיין Fontana dei Quattro Fiumi מזרקת ארבעת הנהרות Fontana del Tritone מזרקת טריטון Fontana della Barcaccia מזרקת הספינה Fontanelle מרפס Fontographer פונטוגרפר Foo Fighters פו פייטרס Foo Fighters קטגוריה:פו פייטרס Foo fighters in your honor.jpg קובץ:Foo-Fighters-In-Your-Honor.jpg Foobar Foobar Food מזון Food פורטל:מזון Food Not Bombs אוכל במקום פצצות Food Rocks רוק המזון Food acidity regulators קטגוריה:מווסתי חומציות Food addiction התמכרות למזון Food additive תוסף מזון Food additives קטגוריה:תוספי מזון Food allergies קטגוריה:אלרגיות למזון Food allergy אלרגיה למזון Food and Agriculture Organization ארגון המזון והחקלאות Food and Drug Administration מנהל המזון והתרופות האמריקאי Food and drink קטגוריה:מזון Food and drink companies of Israel קטגוריה:חברות מזון ישראליות Food and drink companies of the United States קטגוריה:חברות מזון אמריקאיות Food and drink prohibitions מאכלות אסורים Food and drink stubs קטגוריה:קצרמר מזון Food coloring צבע מאכל Food colorings קטגוריה:צבעי מאכל Food companies קטגוריה:חברות מזון Food critic ביקורת מסעדות Food drying ייבוש מזון Food energy ערך תזונתי Food engineering הנדסת מזון Food industry תעשיית המזון Food ingredients קטגוריה:מוצרי יסוד Food packaging אריזת מזון Food photography צילום מזון Food physical chemistry מדעי המזון Food preparation appliances קטגוריה:מכשירי מטבח Food preservation קטגוריה:שימור מזון Food preservation שימור מזון Food processing עיבוד מזון Food processor מעבד מזון Food pyramid פירמידת המזון Food quality איכות של מזון Food science מדעי המזון Food security ביטחון תזונתי Food templates קטגוריה:תבניות ניווט - מזון Food user templates קטגוריה:ויקיפדיה - משתמש - מזון Food waste אובדן מזון Food web מארג מזון Food writers קטגוריה:כותבי ספרי בישול Foodborne illness הרעלת מזון Foods קטגוריה:מאכלים Foofur פופו Fook Lam Moon Fook Lam Moon Fool's Mate Fool's Mate Fool's mate מט טיפשים Foot כף רגל Foot רגל Foot Clan שבט הרגל Foot binding כריכת רגליים Foot-and-mouth disease מחלת הפה והטלפיים Football Association of Norway התאחדות הכדורגל הנורווגית Football Association of Wales התאחדות הכדורגל של ויילס Football Federation Islamic Republic of Iran פדרציית הכדורגל האיראנית Football Federation of Kazakhstan פדרציית הכדורגל של קזחסטן Football League Championship פוטבול ליג צ'מפיונשיפ Football League Championship teamlist תבנית:אליפות הפוטבול ליג Football League First Division הליגה הראשונה של הפוטבול ליג Football League Group Cup פרס בית הפוטבול ליג Football League One הפוטבול ליג הראשונה Football League One תבנית:הפוטבול ליג הראשונה Football League Two הפוטבול ליג השנייה Football Manager פוטבול מנג'ר Football Superleague of Kosovo ליגת העל הקוסוברית Football War מלחמת הכדורגל Football at the 1900 Summer Olympics אולימפיאדת פריז Football at the 1984 Summer Olympics כדורגל באולימפיאדת לוס אנג'לס Football at the 1988 Summer Olympics כדורגל באולימפיאדת סיאול Football at the 1992 Summer Olympics כדורגל באולימפיאדת ברצלונה Football at the 2004 Summer Olympics כדורגל באולימפיאדת אתונה Football at the 2008 Summer Olympics כדורגל באולימפיאדת בייג'ינג Football at the Summer Olympics כדורגל במשחקים האולימפיים Football at the Summer Olympics קטגוריה:כדורגל במשחקים האולימפיים Football box תבנית:משחק כדורגל Football clubs in Albania קטגוריה:קבוצות כדורגל אלבניות Football clubs in Andorra קטגוריה:קבוצות כדורגל אנדוריות Football clubs in Argentina קטגוריה:קבוצות כדורגל ארגנטינאיות Football clubs in Armenia קטגוריה:קבוצות כדורגל ארמניות Football clubs in Austria קטגוריה:קבוצות כדורגל אוסטריות Football clubs in Azerbaijan קטגוריה:קבוצות כדורגל אזריות Football clubs in Belarus קטגוריה:קבוצות כדורגל בלארוסיות Football clubs in Belgium קטגוריה:קבוצות כדורגל בלגיות Football clubs in Bosnia and Herzegovina קטגוריה:קבוצות כדורגל בוסניות Football clubs in Brazil קטגוריה:קבוצות כדורגל ברזילאיות Football clubs in Bulgaria קטגוריה:קבוצות כדורגל בולגריות Football clubs in Cameroon קטגוריה:קבוצות כדורגל קמרוניות Football clubs in Chile קטגוריה:קבוצות כדורגל צ'יליאניות Football clubs in China קטגוריה:קבוצות כדורגל מהרפובליקה העממית של סין Football clubs in Colombia קטגוריה:קבוצות כדורגל קולומביאניות Football clubs in Croatia קטגוריה:קבוצות כדורגל קרואטיות Football clubs in Cyprus קטגוריה:קבוצות כדורגל קפריסאיות Football clubs in Denmark קטגוריה:קבוצות כדורגל דניות Football clubs in Ecuador קטגוריה:קבוצות כדורגל אקוודוריות Football clubs in Egypt קטגוריה:קבוצות כדורגל מצריות Football clubs in England קטגוריה:קבוצות כדורגל אנגליות Football clubs in Estonia קטגוריה:קבוצות כדורגל אסטוניות Football clubs in Finland קטגוריה:קבוצות כדורגל פיניות Football clubs in France קטגוריה:קבוצות כדורגל צרפתיות Football clubs in Georgia קטגוריה:קבוצות כדורגל גאורגיות Football clubs in Germany קטגוריה:קבוצות כדורגל גרמניות Football clubs in Ghana קטגוריה:קבוצות כדורגל גאנאיות Football clubs in Gibraltar קטגוריה:קבוצות כדורגל גיברלטריות Football clubs in Greece קטגוריה:קבוצות כדורגל יווניות Football clubs in Hungary קטגוריה:קבוצות כדורגל הונגריות Football clubs in Iceland קטגוריה:קבוצות כדורגל איסלנדיות Football clubs in India קטגוריה:קבוצות כדורגל הודיות Football clubs in Iran קטגוריה:קבוצות כדורגל איראניות Football clubs in Israel קטגוריה:קבוצות כדורגל ישראליות Football clubs in Italy קטגוריה:קבוצות כדורגל איטלקיות Football clubs in Jordan קטגוריה:קבוצות כדורגל ירדניות Football clubs in Kazakhstan קטגוריה:קבוצות כדורגל קזחיות Football clubs in Latvia קטגוריה:קבוצות כדורגל לטביות Football clubs in Lithuania קטגוריה:קבוצות כדורגל ליטאיות Football clubs in Luxembourg קטגוריה:קבוצות כדורגל לוקסמבורגיות Football clubs in Mali קטגוריה:קבוצות כדורגל מאליות Football clubs in Malta קטגוריה:קבוצות כדורגל מלטזיות Football clubs in Mexico קטגוריה:קבוצות כדורגל מקסיקניות Football clubs in Moldova קטגוריה:קבוצות כדורגל מולדבניות Football clubs in Montenegro קטגוריה:קבוצות כדורגל מונטנגריות Football clubs in Nigeria קטגוריה:קבוצות כדורגל ניגריות Football clubs in Norway קטגוריה:קבוצות כדורגל נורווגיות Football clubs in Paraguay קטגוריה:קבוצות כדורגל פרגוואיות Football clubs in Peru קטגוריה:קבוצות כדורגל פרואניות Football clubs in Poland קטגוריה:קבוצות כדורגל פולניות Football clubs in Portugal קטגוריה:קבוצות כדורגל פורטוגזיות Football clubs in Qatar קטגוריה:קבוצות כדורגל קטריות Football clubs in Romania קטגוריה:קבוצות כדורגל רומניות Football clubs in Russia קטגוריה:קבוצות כדורגל רוסיות Football clubs in Saudi Arabia קטגוריה:קבוצות כדורגל סעודיות Football clubs in Scotland קטגוריה:קבוצות כדורגל סקוטיות Football clubs in Serbia קטגוריה:קבוצות כדורגל סרביות Football clubs in Slovakia קטגוריה:קבוצות כדורגל סלובקיות Football clubs in Slovenia קטגוריה:קבוצות כדורגל סלובניות Football clubs in Spain קטגוריה:קבוצות כדורגל ספרדיות Football clubs in Sweden קטגוריה:קבוצות כדורגל שוודיות Football clubs in Switzerland קטגוריה:קבוצות כדורגל שווייצריות Football clubs in Tajikistan קטגוריה:קבוצות כדורגל טג'יקיות Football clubs in Tunisia קטגוריה:קבוצות כדורגל תוניסאיות Football clubs in Turkey קטגוריה:קבוצות כדורגל טורקיות Football clubs in Turkmenistan קטגוריה:קבוצות כדורגל טורקמניות Football clubs in Ukraine קטגוריה:קבוצות כדורגל אוקראיניות Football clubs in Uruguay קטגוריה:קבוצות כדורגל אורוגוואיות Football clubs in Uzbekistan קטגוריה:קבוצות כדורגל אוזבקיות Football clubs in the Czech Republic קטגוריה:קבוצות כדורגל צ'כיות Football clubs in the Democratic Republic of the Congo קטגוריה:קבוצות כדורגל מהרפובליקה הדמוקרטית של קונגו Football clubs in the Faroe Islands קטגוריה:קבוצות כדורגל מאיי פארו Football clubs in the Netherlands קטגוריה:קבוצות כדורגל הולנדיות Football clubs in the Republic of Macedonia קטגוריה:קבוצות כדורגל מקדוניות Football clubs in the United Arab Emirates קטגוריה:קבוצות כדורגל מאיחוד האמירויות הערביות Football competitions in Belgium קטגוריה:תחרויות כדורגל בבלגיה Football competitions in Brazil קטגוריה:תחרויות כדורגל בברזיל Football competitions in Denmark קטגוריה:תחרויות כדורגל בדנמרק Football competitions in Egypt קטגוריה:תחרויות כדורגל במצרים Football competitions in England קטגוריה:תחרויות כדורגל באנגליה Football competitions in France קטגוריה:תחרויות כדורגל בצרפת Football competitions in Germany קטגוריה:תחרויות כדורגל בגרמניה Football competitions in Greece קטגוריה:תחרויות כדורגל ביוון Football competitions in Israel קטגוריה:תחרויות כדורגל בישראל Football competitions in Italy קטגוריה:תחרויות כדורגל באיטליה Football competitions in Japan קטגוריה:תחרויות כדורגל ביפן Football competitions in Kazakhstan קטגוריה:תחרויות כדורגל בקזחסטן Football competitions in London קטגוריה:תחרויות כדורגל בלונדון Football competitions in Mexico קטגוריה:תחרויות כדורגל במקסיקו Football competitions in Portugal קטגוריה:תחרויות כדורגל בפורטוגל Football competitions in Qatar קטגוריה:תחרויות כדורגל בקטר Football competitions in Russia קטגוריה:תחרויות כדורגל ברוסיה Football competitions in Saudi Arabia קטגוריה:תחרויות כדורגל בערב הסעודית Football competitions in Scotland קטגוריה:תחרויות כדורגל בסקוטלנד Football competitions in Spain קטגוריה:תחרויות כדורגל בספרד Football competitions in Sweden קטגוריה:תחרויות כדורגל בשוודיה Football competitions in Switzerland קטגוריה:תחרויות כדורגל בשווייץ Football competitions in Uruguay קטגוריה:תחרויות כדורגל באורוגוואי Football competitions in the Netherlands קטגוריה:תחרויות כדורגל בהולנד Football competitions in the United Arab Emirates קטגוריה:תחרויות כדורגל באיחוד האמירויות הערביות Football competitions in the United Kingdom קטגוריה:תחרויות כדורגל בבריטניה Football in Afghanistan קטגוריה:אפגניסטן: כדורגל Football in Albania קטגוריה:אלבניה: כדורגל Football in Algeria קטגוריה:אלג'יריה: כדורגל Football in Andorra קטגוריה:אנדורה: כדורגל Football in Angola קטגוריה:אנגולה: כדורגל Football in Anguilla קטגוריה:אנגווילה: כדורגל Football in Argentina כדורגל בארגנטינה Football in Argentina קטגוריה:ארגנטינה: כדורגל Football in Argentina תבנית:כדורגל בארגנטינה Football in Armenia קטגוריה:ארמניה: כדורגל Football in Aruba קטגוריה:ארובה: כדורגל Football in Austria קטגוריה:אוסטריה: כדורגל Football in Austria תבנית:כדורגל באוסטריה Football in Azerbaijan קטגוריה:אזרבייג'ן: כדורגל Football in Bahrain קטגוריה:בחריין: כדורגל Football in Bangladesh קטגוריה:בנגלדש: כדורגל Football in Belarus קטגוריה:בלארוס: כדורגל Football in Belgium קטגוריה:בלגיה: כדורגל Football in Belgium תבנית:כדורגל בבלגיה Football in Belize קטגוריה:בליז: כדורגל Football in Benin קטגוריה:בנין: כדורגל Football in Bhutan קטגוריה:בהוטן: כדורגל Football in Bolivia קטגוריה:בוליביה: כדורגל Football in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: כדורגל Football in Botswana קטגוריה:בוטסואנה: כדורגל Football in Brazil קטגוריה:ברזיל: כדורגל Football in Brazil תבנית:כדורגל בברזיל Football in Bulgaria קטגוריה:בולגריה: כדורגל Football in Burkina Faso קטגוריה:בורקינה פאסו: כדורגל Football in Burundi קטגוריה:בורונדי: כדורגל Football in Cameroon קטגוריה:קמרון: כדורגל Football in Cape Verde קטגוריה:כף ורדה: כדורגל Football in Chad קטגוריה:צ'אד: כדורגל Football in Chile קטגוריה:צ'ילה: כדורגל Football in China קטגוריה:הרפובליקה העממית של סין: כדורגל Football in Colombia קטגוריה:קולומביה: כדורגל Football in Comoros קטגוריה:קומורו: כדורגל Football in Costa Rica קטגוריה:קוסטה ריקה: כדורגל Football in Croatia קטגוריה:קרואטיה: כדורגל Football in Cuba קטגוריה:קובה: כדורגל Football in Curaçao קטגוריה:קוראסאו: כדורגל Football in Cyprus קטגוריה:קפריסין: כדורגל Football in Czechoslovakia קטגוריה:צ'כוסלובקיה: כדורגל Football in Denmark קטגוריה:דנמרק: כדורגל Football in Denmark תבנית:כדורגל בדנמרק Football in Djibouti קטגוריה:ג'יבוטי: כדורגל Football in East Germany קטגוריה:גרמניה המזרחית: כדורגל Football in East Timor קטגוריה:מזרח טימור: כדורגל Football in Ecuador קטגוריה:אקוודור: כדורגל Football in Egypt קטגוריה:מצרים: כדורגל Football in El Salvador קטגוריה:אל סלוודור: כדורגל Football in England כדורגל באנגליה Football in England קטגוריה:אנגליה: כדורגל Football in England תבנית:כדורגל באנגליה Football in Equatorial Guinea קטגוריה:גינאה המשוונית: כדורגל Football in Eritrea קטגוריה:אריתריאה: כדורגל Football in Estonia קטגוריה:אסטוניה: כדורגל Football in Ethiopia קטגוריה:אתיופיה: כדורגל Football in Finland כדורגל בפינלנד Football in Finland קטגוריה:פינלנד: כדורגל Football in Finland תבנית:כדורגל בפינלנד Football in France כדורגל בצרפת Football in France קטגוריה:צרפת: כדורגל Football in France תבנית:כדורגל בצרפת Football in French Guiana קטגוריה:גיאנה הצרפתית: כדורגל Football in Gabon קטגוריה:גבון: כדורגל Football in Georgia קטגוריה:גאורגיה: כדורגל Football in Germany כדורגל בגרמניה Football in Germany קטגוריה:גרמניה: כדורגל Football in Germany תבנית:כדורגל בגרמניה Football in Ghana קטגוריה:גאנה: כדורגל Football in Gibraltar קטגוריה:גיברלטר: כדורגל Football in Greece קטגוריה:יוון: כדורגל Football in Greece תבנית:כדורגל ביוון Football in Guadeloupe קטגוריה:גוואדלופ: כדורגל Football in Guam קטגוריה:גואם: כדורגל Football in Guatemala קטגוריה:גאוטמלה: כדורגל Football in Guinea קטגוריה:גינאה: כדורגל Football in Guinea-Bissau קטגוריה:גינאה ביסאו: כדורגל Football in Guyana קטגוריה:גיאנה: כדורגל Football in Haiti קטגוריה:האיטי: כדורגל Football in Honduras קטגוריה:הונדורס: כדורגל Football in Hong Kong קטגוריה:הונג קונג: כדורגל Football in Hungary קטגוריה:הונגריה: כדורגל Football in Iceland קטגוריה:איסלנד: כדורגל Football in India קטגוריה:הודו: כדורגל Football in Indonesia קטגוריה:אינדונזיה: כדורגל Football in Iran קטגוריה:איראן: כדורגל Football in Iraq קטגוריה:עיראק: כדורגל Football in Israel כדורגל בישראל Football in Israel קטגוריה:ישראל: כדורגל Football in Italy כדורגל באיטליה Football in Italy קטגוריה:איטליה: כדורגל Football in Italy תבנית:כדורגל באיטליה Football in Ivory Coast קטגוריה:חוף השנהב: כדורגל Football in Jamaica קטגוריה:ג'מייקה: כדורגל Football in Japan קטגוריה:יפן: כדורגל Football in Japan תבנית:כדורגל ביפן Football in Jordan קטגוריה:ירדן: כדורגל Football in Kazakhstan כדורגל בקזחסטן Football in Kazakhstan קטגוריה:קזחסטן: כדורגל Football in Kenya קטגוריה:קניה: כדורגל Football in Kosovo קטגוריה:קוסובו: כדורגל Football in Kuwait קטגוריה:כווית: כדורגל Football in Kyrgyzstan קטגוריה:קירגיזסטן: כדורגל Football in Laos קטגוריה:לאוס: כדורגל Football in Latvia קטגוריה:לטביה: כדורגל Football in Lebanon קטגוריה:לבנון: כדורגל Football in Lesotho קטגוריה:לסוטו: כדורגל Football in Liberia קטגוריה:ליבריה: כדורגל Football in Libya קטגוריה:לוב: כדורגל Football in Liechtenstein קטגוריה:ליכטנשטיין: כדורגל Football in Lithuania קטגוריה:ליטא: כדורגל Football in Luxembourg קטגוריה:לוקסמבורג: כדורגל Football in Macau קטגוריה:מקאו: כדורגל Football in Madagascar קטגוריה:מדגסקר: כדורגל Football in Malawi קטגוריה:מלאווי: כדורגל Football in Malaysia קטגוריה:מלזיה: כדורגל Football in Mali קטגוריה:מאלי: כדורגל Football in Malta קטגוריה:מלטה: כדורגל Football in Martinique קטגוריה:מרטיניק: כדורגל Football in Mauritania קטגוריה:מאוריטניה: כדורגל Football in Mauritius קטגוריה:מאוריציוס: כדורגל Football in Mexico קטגוריה:מקסיקו: כדורגל Football in Moldova קטגוריה:מולדובה: כדורגל Football in Mongolia קטגוריה:מונגוליה: כדורגל Football in Montenegro קטגוריה:מונטנגרו: כדורגל Football in Morocco קטגוריה:מרוקו: כדורגל Football in Mozambique קטגוריה:מוזמביק: כדורגל Football in Myanmar קטגוריה:מיאנמר: כדורגל Football in Namibia קטגוריה:נמיביה: כדורגל Football in Nepal קטגוריה:נפאל: כדורגל Football in Nicaragua קטגוריה:ניקרגואה: כדורגל Football in Niger קטגוריה:ניז'ר: כדורגל Football in Nigeria קטגוריה:ניגריה: כדורגל Football in North Korea קטגוריה:קוריאה הצפונית: כדורגל Football in North Korea תבנית:כדורגל בקוריאה הצפונית Football in Northern Cyprus קטגוריה:הרפובליקה הטורקית של צפון קפריסין: כדורגל Football in Northern Ireland תבנית:כדורגל בצפון אירלנד Football in Norway קטגוריה:נורווגיה: כדורגל Football in Oman קטגוריה:עומאן: כדורגל Football in Pakistan קטגוריה:פקיסטן: כדורגל Football in Panama קטגוריה:פנמה: כדורגל Football in Paraguay קטגוריה:פרגוואי: כדורגל Football in Peru קטגוריה:פרו: כדורגל Football in Poland קטגוריה:פולין: כדורגל Football in Portugal קטגוריה:פורטוגל: כדורגל Football in Portugal תבנית:כדורגל בפורטוגל Football in Puerto Rico קטגוריה:פוארטו ריקו: כדורגל Football in Qatar קטגוריה:קטר: כדורגל Football in Romania קטגוריה:רומניה: כדורגל Football in Russia כדורגל ברוסיה Football in Russia קטגוריה:רוסיה: כדורגל Football in Russia תבנית:כדורגל ברוסיה Football in Rwanda קטגוריה:רואנדה: כדורגל Football in Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: כדורגל Football in Saint Lucia קטגוריה:סנט לוסיה: כדורגל Football in San Marino קטגוריה:סן מרינו: כדורגל Football in Saudi Arabia קטגוריה:ערב הסעודית: כדורגל Football in Scotland כדורגל בסקוטלנד Football in Scotland קטגוריה:סקוטלנד: כדורגל Football in Senegal קטגוריה:סנגל: כדורגל Football in Serbia קטגוריה:סרביה: כדורגל Football in Seychelles קטגוריה:סיישל: כדורגל Football in Sierra Leone קטגוריה:סיירה לאון: כדורגל Football in Singapore קטגוריה:סינגפור: כדורגל Football in Slovakia קטגוריה:סלובקיה: כדורגל Football in Slovenia קטגוריה:סלובניה: כדורגל Football in Somalia קטגוריה:סומליה: כדורגל Football in South Korea קטגוריה:קוריאה הדרומית: כדורגל Football in South Sudan קטגוריה:דרום סודאן: כדורגל Football in Spain כדורגל בספרד Football in Spain קטגוריה:ספרד: כדורגל Football in Spain תבנית:כדורגל בספרד Football in Sri Lanka קטגוריה:סרי לנקה: כדורגל Football in Sudan קטגוריה:סודאן: כדורגל Football in Suriname קטגוריה:סורינאם: כדורגל Football in Swaziland קטגוריה:סווזילנד: כדורגל Football in Sweden כדורגל בשוודיה Football in Sweden קטגוריה:שוודיה: כדורגל Football in Sweden תבנית:כדורגל בשוודיה Football in Switzerland קטגוריה:שווייץ: כדורגל Football in Syria קטגוריה:סוריה: כדורגל Football in São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: כדורגל Football in Taiwan קטגוריה:טאיוואן: כדורגל Football in Tajikistan קטגוריה:טג'יקיסטן: כדורגל Football in Tanzania קטגוריה:טנזניה: כדורגל Football in Thailand קטגוריה:תאילנד: כדורגל Football in Togo קטגוריה:טוגו: כדורגל Football in Trinidad and Tobago קטגוריה:טרינידד וטובגו: כדורגל Football in Tunisia קטגוריה:תוניסיה: כדורגל Football in Turkey קטגוריה:טורקיה: כדורגל Football in Turkey תבנית:כדורגל בטורקיה Football in Turkmenistan קטגוריה:טורקמניסטן: כדורגל Football in Uganda קטגוריה:אוגנדה: כדורגל Football in Ukraine קטגוריה:אוקראינה: כדורגל Football in Ukraine תבנית:כדורגל באוקראינה Football in Uruguay קטגוריה:אורוגוואי: כדורגל Football in Uzbekistan קטגוריה:אוזבקיסטן: כדורגל Football in Venezuela קטגוריה:ונצואלה: כדורגל Football in Vietnam קטגוריה:וייטנאם: כדורגל Football in Wales כדורגל בוויילס Football in Wales קטגוריה:כדורגל ולשי Football in Wales תבנית:כדורגל בוויילס Football in Yemen קטגוריה:תימן: כדורגל Football in Yugoslavia קטגוריה:יוגוסלביה: כדורגל Football in Zambia קטגוריה:זמביה: כדורגל Football in Zimbabwe קטגוריה:זימבבואה: כדורגל Football in the Cayman Islands קטגוריה:איי קיימן: כדורגל Football in the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: כדורגל Football in the Czech Republic קטגוריה:צ'כיה: כדורגל Football in the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: כדורגל Football in the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: כדורגל Football in the Faroe Islands קטגוריה:איי פארו: כדורגל Football in the Federated States of Micronesia קטגוריה:מיקרונזיה: כדורגל Football in the Gambia קטגוריה:גמביה: כדורגל Football in the Maldives קטגוריה:המלדיביים: כדורגל Football in the Netherlands כדורגל בהולנד Football in the Netherlands קטגוריה:הולנד: כדורגל Football in the Netherlands תבנית:כדורגל בהולנד Football in the Palestinian territories קטגוריה:הרשות הפלסטינית: כדורגל Football in the Philippines קטגוריה:הפיליפינים: כדורגל Football in the Republic of Macedonia קטגוריה:מקדוניה: כדורגל Football in the Republic of the Congo קטגוריה:הרפובליקה של קונגו: כדורגל Football in the Soviet Union קטגוריה:ברית המועצות: כדורגל Football in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: כדורגל Football in the United Kingdom כדורגל בממלכה המאוחדת Football in the United Kingdom קטגוריה:בריטניה: כדורגל Football kit תבנית:תלבושת כדורגל Football leagues in England קטגוריה:ליגות כדורגל באנגליה Football managers from Georgia קטגוריה:מאמני כדורגל גאורגים Football managers from Northern Ireland קטגוריה:מאמני כדורגל צפון אירים Football managers in Argentina by club קטגוריה:מאמני כדורגל בארגנטינה לפי קבוצה Football managers in Austria by club קטגוריה:מאמני כדורגל באוסטריה לפי קבוצה Football managers in Belgium by club קטגוריה:מאמני כדורגל בבלגיה לפי קבוצה Football managers in Brazil by club קטגוריה:מאמני כדורגל בברזיל לפי קבוצה Football managers in Bulgaria by club קטגוריה:מאמני כדורגל בבולגריה לפי קבוצה Football managers in Chile by club קטגוריה:מאמני כדורגל בצ'ילה לפי קבוצה Football managers in Croatia by club קטגוריה:מאמני כדורגל בקרואטיה לפי קבוצה Football managers in Cyprus by club קטגוריה:מאמני כדורגל בקפריסין לפי קבוצה Football managers in Ecuador by club קטגוריה:מאמני כדורגל באקוודור לפי קבוצה Football managers in Egypt by club קטגוריה:מאמני כדורגל במצרים לפי קבוצה Football managers in England by club קטגוריה:מאמני כדורגל באנגליה לפי קבוצה Football managers in France by club קטגוריה:מאמני כדורגל בצרפת לפי קבוצה Football managers in Georgia קטגוריה:מאמני כדורגל בגאורגיה לפי קבוצה Football managers in Germany by club קטגוריה:מאמני כדורגל בגרמניה לפי קבוצה Football managers in Greece by club קטגוריה:מאמני כדורגל ביוון לפי קבוצה Football managers in Hungary by club קטגוריה:מאמני כדורגל בהונגריה לפי קבוצה Football managers in Israel by club קטגוריה:מאמני כדורגל בישראל לפי קבוצה Football managers in Italy by club קטגוריה:מאמני כדורגל באיטליה לפי קבוצה Football managers in Mexico by club קטגוריה:מאמני כדורגל במקסיקו לפי קבוצה Football managers in Portugal by club קטגוריה:מאמני כדורגל בפורטוגל לפי קבוצה Football managers in Romania by club קטגוריה:מאמני כדורגל ברומניה לפי קבוצה Football managers in Russia by club קטגוריה:מאמני כדורגל ברוסיה לפי קבוצה Football managers in Scotland by club קטגוריה:מאמני כדורגל בסקוטלנד לפי קבוצה Football managers in Spain by club קטגוריה:מאמני כדורגל בספרד לפי קבוצה Football managers in Switzerland by club קטגוריה:מאמני כדורגל בשווייץ לפי קבוצה Football managers in Turkey by team קטגוריה:מאמני כדורגל בטורקיה לפי קבוצה Football managers in Ukraine by club קטגוריה:מאמני כדורגל באוקראינה לפי קבוצה Football managers in Uruguay by club קטגוריה:מאמני כדורגל באורוגוואי לפי קבוצה Football managers in Wales by club קטגוריה:מאמני כדורגל בויילס לפי קבוצה Football managers in the Netherlands by club קטגוריה:מאמני כדורגל בהולנד לפי קבוצה Football pitch שדה משחק הכדורגל Football player כדורגלן Football pools טוטו Football rivalries in Spain קטגוריה:משחקי דרבי בספרד Football teams קטגוריה:נבחרות כדורגל Football venues in Argentina קטגוריה:אצטדיוני כדורגל בארגנטינה Football venues in Austria קטגוריה:אצטדיוני כדורגל באוסטריה Football venues in Azerbaijan קטגוריה:אצטדיוני כדורגל באזרבייג'ן Football venues in Belgium קטגוריה:אצטדיוני כדורגל בבלגיה Football venues in Brazil קטגוריה:אצטדיוני כדורגל בברזיל Football venues in China קטגוריה:אצטדיוני כדורגל בסין Football venues in Cyprus קטגוריה:אצטדיוני כדורגל בקפריסין Football venues in England קטגוריה:אצטדיוני כדורגל באנגליה Football venues in France קטגוריה:אצטדיוני כדורגל בצרפת Football venues in Georgia קטגוריה:אצטדיוני כדורגל בגאורגיה Football venues in Germany קטגוריה:אצטדיוני כדורגל בגרמניה Football venues in Greece קטגוריה:אצטדיוני כדורגל ביוון Football venues in Israel קטגוריה:אצטדיוני כדורגל בישראל Football venues in Italy קטגוריה:אצטדיוני כדורגל באיטליה Football venues in Kazakhstan קטגוריה:אצטדיוני כדורגל בקזחסטן Football venues in Mexico קטגוריה:אצטדיוני כדורגל במקסיקו Football venues in Poland קטגוריה:אצטדיוני כדורגל בפולין Football venues in Portugal קטגוריה:אצטדיוני כדורגל בפורטוגל Football venues in Russia קטגוריה:אצטדיוני כדורגל ברוסיה Football venues in Scotland קטגוריה:אצטדיוני כדורגל בסקוטלנד Football venues in Spain קטגוריה:אצטדיוני כדורגל בספרד Football venues in Sweden קטגוריה:אצטדיוני כדורגל בשוודיה Football venues in Switzerland קטגוריה:אצטדיוני כדורגל בשווייץ Football venues in Turkey קטגוריה:אצטדיוני כדורגל בטורקיה Football venues in Ukraine קטגוריה:אצטדיוני כדורגל באוקראינה Football venues in Wales קטגוריה:אצטדיוני כדורגל בוויילס Football venues in the Netherlands קטגוריה:אצטדיוני כדורגל בהולנד Football venues in the United Kingdom קטגוריה:אצטדיוני כדורגל בבריטניה Footballer of the Year in Germany כדורגלן השנה בגרמניה Footballer of the Year in Russia כדורגלן השנה ברוסיה Footballer of the Year of Argentina כדורגלן השנה בארגנטינה Footballer of the Year – Israel כדורגלן העונה בישראל Footballers from Georgia קטגוריה:כדורגלנים גאורגים Footballers in Albania by club קטגוריה:כדורגלנים לפי קבוצה באלבניה Footballers in Argentina by club קטגוריה:כדורגלנים לפי קבוצה בארגנטינה Footballers in Armenia by club קטגוריה:כדורגלנים לפי קבוצה בארמניה Footballers in Austria by club קטגוריה:כדורגלנים לפי קבוצה באוסטריה Footballers in Azerbaijan by club קטגוריה:כדורגלנים לפי קבוצה באזרבייג'ן Footballers in Belarus by club קטגוריה:כדורגלנים לפי קבוצה בבלארוס Footballers in Belgium by club קטגוריה:כדורגלנים לפי קבוצה בבלגיה Footballers in Bosnia and Herzegovina by club קטגוריה:כדורגלנים לפי קבוצה בבוסניה והרצגובינה Footballers in Brazil by club קטגוריה:כדורגלנים לפי קבוצה בברזיל Footballers in Bulgaria by club קטגוריה:כדורגלנים לפי קבוצה בבולגריה Footballers in Chile by club קטגוריה:כדורגלנים לפי קבוצה בצ'ילה Footballers in China by club קטגוריה:כדורגלנים לפי קבוצה בסין Footballers in Colombia by club קטגוריה:כדורגלנים לפי קבוצה בקולומביה Footballers in Costa Rica by club קטגוריה:כדורגלנים לפי קבוצה בקוסטה ריקה Footballers in Croatia by club קטגוריה:כדורגלנים לפי קבוצה בקרואטיה Footballers in Cyprus by club קטגוריה:כדורגלנים לפי קבוצה בקפריסין Footballers in Denmark by club קטגוריה:כדורגלנים לפי קבוצה בדנמרק Footballers in Egypt by club קטגוריה:כדורגלנים לפי קבוצה במצרים Footballers in England by club קטגוריה:כדורגלנים לפי קבוצה באנגליה Footballers in Estonia by club קטגוריה:כדורגלנים לפי קבוצה באסטוניה Footballers in Finland by club קטגוריה:כדורגלנים לפי קבוצה בפינלנד Footballers in France by club קטגוריה:כדורגלנים לפי קבוצה בצרפת Footballers in Georgia קטגוריה:כדורגלנים לפי קבוצה בגאורגיה Footballers in Germany by club קטגוריה:כדורגלנים לפי קבוצה בגרמניה Footballers in Ghana by club קטגוריה:כדורגלנים לפי קבוצה בגאנה Footballers in Greece by club קטגוריה:כדורגלנים לפי קבוצה ביוון Footballers in Hungary by club קטגוריה:כדורגלנים לפי קבוצה בהונגריה Footballers in Iceland by club קטגוריה:כדורגלנים לפי קבוצה באיסלנד Footballers in Iran by club קטגוריה:כדורגלנים לפי קבוצה באיראן Footballers in Israel by club קטגוריה:כדורגלנים לפי קבוצה בישראל Footballers in Italy by club קטגוריה:כדורגלנים לפי קבוצה באיטליה Footballers in Ivory Coast by club קטגוריה:כדורגלנים לפי קבוצה בחוף השנהב Footballers in Japan by club קטגוריה:כדורגלנים לפי קבוצה ביפן Footballers in Kazakhstan by club קטגוריה:כדורגלנים לפי קבוצה בקזחסטן Footballers in Latvia by club קטגוריה:כדורגלנים לפי קבוצה בלטביה Footballers in Lithuania by club קטגוריה:כדורגלנים לפי קבוצה בליטא Footballers in Malta by club קטגוריה:כדורגלנים לפי קבוצה במלטה Footballers in Mexico by club קטגוריה:כדורגלנים לפי קבוצה במקסיקו Footballers in Moldova by club קטגוריה:כדורגלנים לפי קבוצה במולדובה Footballers in Montenegro by club קטגוריה:כדורגלנים לפי קבוצה במונטנגרו Footballers in Nigeria by club קטגוריה:כדורגלנים לפי קבוצה בניגריה Footballers in Norway by club קטגוריה:כדורגלנים לפי קבוצה בנורווגיה Footballers in Paraguay by club קטגוריה:כדורגלנים לפי קבוצה בפרגוואי Footballers in Peru by club קטגוריה:כדורגלנים לפי קבוצה בפרו Footballers in Poland by club קטגוריה:כדורגלנים לפי קבוצה בפולין Footballers in Portugal by club קטגוריה:כדורגלנים לפי קבוצה בפורטוגל Footballers in Qatar by club קטגוריה:כדורגלנים לפי קבוצה בקטר Footballers in Romania by club קטגוריה:כדורגלנים לפי קבוצה ברומניה Footballers in Russia by club קטגוריה:כדורגלנים לפי קבוצה ברוסיה Footballers in Saudi Arabia by club קטגוריה:כדורגלנים לפי קבוצה בערב הסעודית Footballers in Scotland by club קטגוריה:כדורגלנים לפי קבוצה בסקוטלנד Footballers in Serbia by club קטגוריה:כדורגלנים לפי קבוצה בסרביה Footballers in Slovakia by club קטגוריה:כדורגלנים לפי קבוצה בסלובקיה Footballers in Slovenia by club קטגוריה:כדורגלנים לפי קבוצה בסלובניה Footballers in South Korea by club קטגוריה:כדורגלנים לפי קבוצה בקוריאה הדרומית Footballers in Spain by club קטגוריה:כדורגלנים לפי קבוצה בספרד Footballers in Sweden by club קטגוריה:כדורגלנים לפי קבוצה בשוודיה Footballers in Switzerland by club קטגוריה:כדורגלנים לפי קבוצה בשווייץ Footballers in Tunisia by club קטגוריה:כדורגלנים לפי קבוצה בתוניסיה Footballers in Turkey by club קטגוריה:כדורגלנים לפי קבוצה בטורקיה Footballers in Ukraine by club קטגוריה:כדורגלנים לפי קבוצה באוקראינה Footballers in Uruguay by club קטגוריה:כדורגלנים לפי קבוצה באורוגוואי Footballers in the Czech Republic by club קטגוריה:כדורגלנים לפי קבוצה בצ'כיה Footballers in the Democratic Republic of the Congo by club קטגוריה:כדורגלנים לפי קבוצה ברפובליקה הדמוקרטית של קונגו Footballers in the Faroe Islands by club קטגוריה:כדורגלנים לפי קבוצה באיי פארו Footballers in the Netherlands by club קטגוריה:כדורגלנים לפי קבוצה בהולנד Footballers in the Republic of Macedonia by club קטגוריה:כדורגלנים לפי קבוצה במקדוניה Footballers in the United Arab Emirates by club קטגוריה:כדורגלנים לפי קבוצה באיחוד האמירויות הערביות Footballers of Liechtenstein קטגוריה:כדורגלנים ליכטנשטיינים Footballers' Wives נשות הכדורגלנים Footbridges קטגוריה:גשרים להולכי רגל Footer Nine Muses תבנית:מוזות Footer Olympic Champions 100 m Backstroke Men תבנית:אלופים אולימפיים - שחיית 100 מטר גב Footer Olympic Champions 100 m Backstroke Women תבנית:אלופים אולימפיים - שחיית 100 מטר גב Footer Olympic Champions 100 m Breaststroke Men תבנית:אלופים אולימפיים - שחיית 100 מטר חזה Footer Olympic Champions 100 m Breaststroke Women תבנית:אלופים אולימפיים - שחיית 100 מטר חזה Footer Olympic Champions 100 m Butterfly Men תבנית:אלופים אולימפיים - שחיית 100 מטר פרפר Footer Olympic Champions 100 m Butterfly Women תבנית:אלופים אולימפיים - שחיית 100 מטר פרפר Footer Olympic Champions 100 m Freestyle Men תבנית:אלופים אולימפיים - שחיית 100 מטר חופשי Footer Olympic Champions 100 m Freestyle Women תבנית:אלופים אולימפיים - שחיית 100 מטר חופשי Footer Olympic Champions 100 m Men תבנית:אלופים אולימפיים - ריצת 100 מטר Footer Olympic Champions 100 m Women תבנית:אלופים אולימפיים - ריצת 100 מטר Footer Olympic Champions 100 m hurdles Women תבנית:אלופות אולימפיות - ריצת 100 מטר משוכות Footer Olympic Champions 10000 m Men תבנית:אלופים אולימפיים - ריצת 10,000 מטרים Footer Olympic Champions 110 m hurdles Men תבנית:אלופים אולימפיים - ריצת 110 מטר משוכות Footer Olympic Champions 1500 m Freestyle Men תבנית:אלופים אולימפיים - שחיית 1500 מטר חופשי Footer Olympic Champions 1500 m Men תבנית:אלופים אולימפיים - ריצת 1,500 מטרים Footer Olympic Champions 1500 m Women תבנית:אלופות אולימפיות - ריצת 1500 מטר Footer Olympic Champions 200 m Backstroke Men תבנית:אלופים אולימפיים - שחיית 200 מטר גב Footer Olympic Champions 200 m Backstroke Women תבנית:אלופים אולימפיים - שחיית 200 מטר גב Footer Olympic Champions 200 m Breaststroke Men תבנית:אלופים אולימפיים - שחיית 200 מטר חזה Footer Olympic Champions 200 m Breaststroke Women תבנית:אלופים אולימפיים - שחיית 200 מטר חזה Footer Olympic Champions 200 m Butterfly Men תבנית:אלופים אולימפיים - שחיית 200 מטר פרפר Footer Olympic Champions 200 m Butterfly Women תבנית:אלופים אולימפיים - שחיית 200 מטר פרפר Footer Olympic Champions 200 m Freestyle Men תבנית:אלופים אולימפיים - שחיית 200 מטר חופשי Footer Olympic Champions 200 m Freestyle Women תבנית:אלופים אולימפיים - שחיית 200 מטר חופשי Footer Olympic Champions 200 m Individual Medley Men תבנית:אלופים אולימפיים - שחיית 200 מטר מעורב אישי Footer Olympic Champions 200 m Individual Medley Women תבנית:אלופים אולימפיים - שחיית 200 מטר מעורב אישי Footer Olympic Champions 200 m Men תבנית:אלופים אולימפיים - ריצת 200 מטר Footer Olympic Champions 200 m Women תבנית:אלופות אולימפיות - ריצת 200 מטר Footer Olympic Champions 3000 and 5000 m Women תבנית:אלופים אולימפיים - ריצת 3,000 מטרים וריצת 5,000 מטרים Footer Olympic Champions 400 m Freestyle Men תבנית:אלופים אולימפיים - שחיית 400 מטר חופשי Footer Olympic Champions 400 m Freestyle Women תבנית:אלופים אולימפיים - שחיית 400 מטר חופשי Footer Olympic Champions 400 m Individual Medley Men תבנית:אלופים אולימפיים - שחיית 400 מטר מעורב אישי Footer Olympic Champions 400 m Individual Medley Women תבנית:אלופים אולימפיים - שחיית 400 מטר מעורב אישי Footer Olympic Champions 400 m Men תבנית:אלופים אולימפיים - ריצת 400 מטר Footer Olympic Champions 400 m Women תבנית:אלופים אולימפיים - ריצת 400 מטר Footer Olympic Champions 400 m hurdles Men תבנית:אלופים אולימפיים - ריצת 400 מטרים משוכות Footer Olympic Champions 400 m hurdles Women תבנית:אלופות אולימפיות - ריצת 400 מטרים משוכות Footer Olympic Champions 50 m Freestyle Men תבנית:אלופים אולימפיים - שחיית 50 מטר חופשי Footer Olympic Champions 50 m Freestyle Women תבנית:אלופים אולימפיים - שחיית 50 מטר חופשי Footer Olympic Champions 5000 m Men תבנית:אלופים אולימפיים - ריצת 5,000 מטרים Footer Olympic Champions 800 m Freestyle Women תבנית:אלופים אולימפיים - שחיית 800 מטר חופשי Footer Olympic Champions 800 m Men תבנית:אלופים אולימפיים - ריצת 800 מטר Footer Olympic Champions 800 m Women תבנית:אלופות אולימפיות - ריצת 800 מטר Footer Olympic Champions Decathlon תבנית:אלופים אולימפיים - קרב-10 וקרב-5 Footer Olympic Champions Discus Throw Men תבנית:אלופים אולימפיים - זריקת דיסקוס Footer Olympic Champions Discus Throw Women תבנית:אלופים אולימפיים - זריקת דיסקוס Footer Olympic Champions Hammer Throw Men תבנית:אלופים אולימפיים - יידוי פטיש Footer Olympic Champions Hammer Throw Women תבנית:אלופות אולימפיות - יידוי פטיש Footer Olympic Champions Heptathlon תבנית:אלופות אולימפיות - קרב-7 וקרב-5 Footer Olympic Champions High Jump Men תבנית:אלופים אולימפיים - קפיצה לגובה Footer Olympic Champions High Jump Women תבנית:אלופות אולימפיות - קפיצה לגובה Footer Olympic Champions Javelin Throw Men תבנית:אלופים אולימפיים - הטלת כידון Footer Olympic Champions Long Jump Men תבנית:אלופים אולימפיים - קפיצה לרוחק Footer Olympic Champions Long Jump Women תבנית:אלופות אולימפיות - קפיצה לרוחק Footer Olympic Champions Marathon Men תבנית:אלופים אולימפיים - ריצת מרתון Footer Olympic Champions Pole Vault Men תבנית:אלופים אולימפיים - קפיצה במוט Footer Olympic Champions Pole Vault Women תבנית:אלופים אולימפיים - קפיצה במוט Footer Olympic Champions Shot Put Men תבנית:אלופים אולימפיים - הדיפת כדור ברזל Footer Olympic Champions Shot Put Women תבנית:אלופות אולימפיות - הדיפת כדור ברזל Footer Olympic Champions Triple Jump Men תבנית:אלופים אולימפיים - קפיצה משולשת Footer Olympic Champions Triple Jump Women תבנית:אלופות אולימפיות - קפיצה משולשת Footer World Champions 100 m Men תבנית:אלופי עולם באתלטיקה - ריצת 100 מטר Footer World Champions 100 m Women תבנית:אלופות עולם באתלטיקה - ריצת 100 מטר Footer World Champions 100 m hurdles Women תבנית:אלופות עולם באתלטיקה - ריצת 100 מטר משוכות Footer World Champions 110 m hurdles Men תבנית:אלופי עולם באתלטיקה - ריצת 110 מטר משוכות Footer World Champions 1500 m Men תבנית:אלופי עולם באתלטיקה - ריצת 1500 מטר Footer World Champions 1500 m Women תבנית:אלופות עולם באתלטיקה - ריצת 1500 מטר Footer World Champions 200 m Men תבנית:אלופי עולם באתלטיקה - ריצת 200 מטר Footer World Champions 200 m Women תבנית:אלופות עולם באתלטיקה - ריצת 200 מטר Footer World Champions 400 m Men תבנית:אלופי עולם באתלטיקה - ריצת 400 מטר Footer World Champions 400 m Women תבנית:אלופות עולם באתלטיקה - ריצת 400 מטר Footer World Champions 400 m hurdles Men תבנית:אלופי עולם באתלטיקה - ריצת 400 מטר משוכות Footer World Champions 400 m hurdles Women תבנית:אלופות עולם באתלטיקה - ריצת 400 מטר משוכות Footer World Champions 800 m Men תבנית:אלופי עולם באתלטיקה - ריצת 800 מטר Footer World Champions 800 m Women תבנית:אלופות עולם באתלטיקה - ריצת 800 מטר Footer World Champions Decathlon תבנית:אלופי עולם באתלטיקה - קרב עשר Footer World Champions Discus Throw Men תבנית:אלופי עולם באתלטיקה - זריקת דיסקוס Footer World Champions Heptathlon תבנית:אלופות עולם באתלטיקה - קרב שבע Footer World Champions High Jump Men תבנית:אלופי עולם באתלטיקה - קפיצה לגובה Footer World Champions High Jump Women תבנית:אלופות עולם באתלטיקה - קפיצה לגובה Footer World Champions Long Jump Men תבנית:אלופי עולם באתלטיקה - קפיצה לרוחק Footer World Champions Long Jump Women תבנית:אלופות עולם באתלטיקה - קפיצה לרוחק Footer World Champions Marathon Men תבנית:אלופי עולם באתלטיקה - ריצת מרתון Footer World Champions Pole Vault Men תבנית:אלופי עולם באתלטיקה - קפיצה במוט Footer World Champions Pole Vault Women תבנית:אלופות עולם באתלטיקה - קפיצה במוט Footer World Champions Triple Jump Men תבנית:אלופי עולם באתלטיקה - קפיצה משולשת Footer World Champions Triple Jump Women תבנית:אלופות עולם באתלטיקה - קפיצה משולשת Footer World LC Champions 100m Backstroke Men תבנית:אלופי עולם בשחייה - 100 מטר גב Footer World LC Champions 100m Backstroke Women תבנית:אלופי עולם בשחייה - 100 מטר גב Footer World LC Champions 100m Breaststroke Men תבנית:אלופי עולם בשחייה - 100 מטר חזה Footer World LC Champions 100m Breaststroke Women תבנית:אלופי עולם בשחייה - 100 מטר חזה Footer World LC Champions 100m Butterfly Men תבנית:אלופי עולם בשחייה - 100 מטר פרפר Footer World LC Champions 100m Butterfly Women תבנית:אלופי עולם בשחייה - 100 מטר פרפר Footer World LC Champions 100m Freestyle Men תבנית:אלופי עולם בשחייה - 100 מטר חופשי Footer World LC Champions 100m Freestyle Women תבנית:אלופי עולם בשחייה - 100 מטר חופשי Footer World LC Champions 1500m Freestyle Men תבנית:אלופי עולם בשחייה - 1500 מטר חופשי Footer World LC Champions 1500m Freestyle Women תבנית:אלופי עולם בשחייה - 1500 מטר חופשי Footer World LC Champions 200m Backstroke Men תבנית:אלופי עולם בשחייה - 200 מטר גב Footer World LC Champions 200m Backstroke Women תבנית:אלופי עולם בשחייה - 200 מטר גב Footer World LC Champions 200m Breaststroke Men תבנית:אלופי עולם בשחייה - 200 מטר חזה Footer World LC Champions 200m Breaststroke Women תבנית:אלופי עולם בשחייה - 200 מטר חזה Footer World LC Champions 200m Butterfly Men תבנית:אלופי עולם בשחייה - 200 מטר פרפר Footer World LC Champions 200m Butterfly Women תבנית:אלופי עולם בשחייה - 200 מטר פרפר Footer World LC Champions 200m Freestyle Men תבנית:אלופי עולם בשחייה - 200 מטר חופשי Footer World LC Champions 200m Freestyle Women תבנית:אלופי עולם בשחייה - 200 מטר חופשי Footer World LC Champions 200m Medley Men תבנית:אלופי עולם בשחייה - 200 מטר מעורב אישי Footer World LC Champions 200m Medley Women תבנית:אלופי עולם בשחייה - 200 מטר מעורב אישי Footer World LC Champions 400m Freestyle Men תבנית:אלופי עולם בשחייה - 400 מטר חופשי Footer World LC Champions 400m Freestyle Women תבנית:אלופי עולם בשחייה - 400 מטר חופשי Footer World LC Champions 400m Medley Men תבנית:אלופי עולם בשחייה - 400 מטר מעורב אישי Footer World LC Champions 400m Medley Women תבנית:אלופי עולם בשחייה - 400 מטר מעורב אישי Footer World LC Champions 50m Breaststroke Men תבנית:אלופי עולם בשחייה - 50 מטר חזה Footer World LC Champions 50m Breaststroke Women תבנית:אלופי עולם בשחייה - 50 מטר חזה Footer World LC Champions 50m Butterfly Men תבנית:אלופי עולם בשחייה - 50 מטר פרפר Footer World LC Champions 50m Butterfly Women תבנית:אלופי עולם בשחייה - 50 מטר פרפר Footer World LC Champions 50m Freestyle Men תבנית:אלופי עולם בשחייה - 50 מטר חופשי Footer World LC Champions 50m Freestyle Women תבנית:אלופי עולם בשחייה - 50 מטר חופשי Footer World LC Champions 800m Freestyle Men תבנית:אלופי עולם בשחייה - 800 מטר חופשי Footer World LC Champions 800m Freestyle Women תבנית:אלופי עולם בשחייה - 800 מטר חופשי Footnote הערת שוליים Footnotes ויקיפדיה:הערות שוליים Footprint טביעות רגליים Footstool הדום Footvolley פוצ'יוולי Footwear קטגוריה:הנעלה For Inspiration and Recognition of Science and Technology FIRST For My Father סוף שבוע בתל אביב For No One For No One For Want of a Nail הכול בגלל מסמר For Whom the Bell Tolls For Whom the Bell Tolls For Whom the Bell Tolls למי צלצלו הפעמונים For Your Eyes Only לעינייך בלבד For a Few Dollars More הצלפים For the Bible Tells Me So כתוב בתורה For the Birds עבור הציפורים For the Love of Ray J תבנית:סאות' פארק Foraging שיחור מזון Foramen ovale הנקב הסגלגל Foraminifera חוריריות Foras na Gaeilge פורס נא גייליגה Forbes פורבס Forbes Travel Guide פורבס טרוול גייד Forbes' Quarry מחצבת פורבס Forbidden Forbidden Forbidden City העיר האסורה Forbidden Games משחקים אסורים Forbidden Love אהבה אסורה Forbidden fruit פרי עץ הדעת Forbidden relationships in Judaism איסור עריות ForbiddenKingdomPoster.jpg קובץ:ForbiddenKingdomPoster.jpg Force כוח Force 10 From Navarone גיבורי נברון Force 14 כוח 14 Force 17 כוח 17 Force Majeure פורס מז'ור Force One Force One Force field שדה כוח Force majeure כוח עליון Force majeure סיכול Force-feeding הזנה בכפייה Forced disappearance היעלמות כפויה Forced labour under German rule during World War II עבודת כפייה תחת שלטון גרמניה הנאצית במלחמת העולם השנייה Forced migration קטגוריה:הגירה בכפייה Forced migration in the Soviet Union קטגוריה:ברית המועצות: הגירה בכפייה Forced molting השרה כפויה Forchheim פורשהיים Forcing כפייה Ford מעברה Ford פורד Ford Aerostar פורד ארוסטאר Ford Anglia פורד אנגליה Ford Crown Victoria פורד קראון ויקטוריה Ford Focus פורד פוקוס Ford Foundation קרן פורד Ford Konno פורד קונו Ford Madox Brown פורד מדוקס בראון Ford Madox Ford פורד מדוקס פורד Ford Model T פורד מודל T Ford Models Supermodel of the World דוגמנית העל העולמית Ford Motor Company פורד Ford Mustang פורד מוסטנג Ford Prefect פורד פרפקט Ford administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'רלד פורד Ford vehicles קטגוריה:פורד Ford's Theatre תיאטרון פורד Fordism פורדיזם Fordo פורדו Ford–Fulkerson algorithm שיטת פורד-פלקרסון Fore פורה Fore people פורה Forearm אמה Forebrain המוח הקדמי Foreclosure עיקול Forehead מצח Foreign Affairs Foreign Affairs Foreign Affairs and Defense Committee ועדת החוץ והביטחון Foreign Intelligence Service סו"ר Foreign Intelligence Service קטגוריה:שירות הביון החיצוני Foreign Intelligence Service שירות הביון החיצוני של קזחסטן Foreign Intelligence Service of Ukraine שירות הביון החיצוני של אוקראינה Foreign Members of the Royal Society קטגוריה:עמיתים זרים של החברה המלכותית Foreign Policy Foreign Policy Foreign Secretary תבנית:שרי החוץ של בריטניה Foreign affairs ministries קטגוריה:משרדי חוץ Foreign and Commonwealth Office משרד החוץ הבריטי Foreign branding מיתוג זר Foreign direct investment השקעת חוץ ישירה Foreign exchange market מטבע חוץ Foreign exchange risk סיכון מטבע Foreign key מפתח זר Foreign language שפה זרה Foreign minister משרד חוץ Foreign ministers קטגוריה:שרי חוץ Foreign ministers of Argentina קטגוריה:שרי החוץ של ארגנטינה Foreign ministers of Austria קטגוריה:שרי החוץ של אוסטריה Foreign ministers of Belgium קטגוריה:שרי החוץ של בלגיה Foreign ministers of Brazil קטגוריה:שרי החוץ של ברזיל Foreign ministers of Bulgaria קטגוריה:שרי החוץ של בולגריה Foreign ministers of Egypt קטגוריה:שרי החוץ של מצרים Foreign ministers of Greece קטגוריה:שרי החוץ של יוון Foreign ministers of Hungary קטגוריה:שרי החוץ של הונגריה Foreign ministers of Iceland קטגוריה:שרי החוץ של איסלנד Foreign ministers of Iran קטגוריה:שרי החוץ של איראן Foreign ministers of Iraq קטגוריה:שרי החוץ של עיראק Foreign ministers of Italy קטגוריה:שרי החוץ של איטליה Foreign ministers of Japan קטגוריה:שרי החוץ של יפן Foreign ministers of Jordan קטגוריה:שרי החוץ של ירדן Foreign ministers of Lebanon קטגוריה:שרי החוץ של לבנון Foreign ministers of Libya קטגוריה:שרי החוץ של לוב Foreign ministers of Nigeria קטגוריה:שרי החוץ של ניגריה Foreign ministers of Russia קטגוריה:שרי החוץ של רוסיה Foreign ministers of Russia and the Soviet Union תבנית:שרי החוץ של רוסיה וברית המועצות Foreign ministers of Serbia קטגוריה:שרי החוץ של סרביה Foreign ministers of South Africa קטגוריה:שרי החוץ של דרום אפריקה Foreign ministers of Spain קטגוריה:שרי החוץ של ספרד Foreign ministers of Syria קטגוריה:שרי החוץ של סוריה Foreign ministers of the Russian Empire קטגוריה:שרי החוץ של האימפריה הרוסית Foreign object damage נזקי גוף זר Foreign policy מדיניות חוץ Foreign policy of the George Bush administration מדיניות החוץ של ממשל ג'ורג' ווקר בוש Foreign relations by country קטגוריה:יחסים בין מדינות Foreign relations of Andorra יחסי החוץ של אנדורה Foreign relations of Argentina קטגוריה:ארגנטינה: יחסי חוץ Foreign relations of Australia קטגוריה:אוסטרליה: יחסי חוץ Foreign relations of Austria קטגוריה:אוסטריה: יחסי חוץ Foreign relations of Belgium קטגוריה:בלגיה: יחסי חוץ Foreign relations of Brazil קטגוריה:ברזיל: יחסי חוץ Foreign relations of Bulgaria קטגוריה:בולגריה: יחסי חוץ Foreign relations of Canada קטגוריה:קנדה: יחסי חוץ Foreign relations of China קטגוריה:סין: יחסי חוץ Foreign relations of Croatia קטגוריה:קרואטיה: יחסי חוץ Foreign relations of Cuba קטגוריה:קובה: יחסי חוץ Foreign relations of Czechoslovakia קטגוריה:צ'כוסלובקיה: יחסי חוץ Foreign relations of Denmark קטגוריה:דנמרק: יחסי חוץ Foreign relations of Egypt קטגוריה:מצרים: יחסי חוץ Foreign relations of Finland קטגוריה:פינלנד: יחסי חוץ Foreign relations of France קטגוריה:צרפת: יחסי חוץ Foreign relations of Georgia קטגוריה:גאורגיה: יחסי חוץ Foreign relations of Germany קטגוריה:יחסי החוץ של גרמניה Foreign relations of Greece קטגוריה:יוון: יחסי חוץ Foreign relations of Hungary קטגוריה:הונגריה: יחסי חוץ Foreign relations of Iceland קטגוריה:איסלנד: יחסי חוץ Foreign relations of Iran יחסי החוץ של איראן Foreign relations of Iran קטגוריה:איראן: יחסי חוץ Foreign relations of Iraq קטגוריה:עיראק: יחסי חוץ Foreign relations of Israel יחסי החוץ של ישראל Foreign relations of Israel קטגוריה:ישראל: יחסי חוץ Foreign relations of Israel תבנית:יחסי החוץ של ישראל Foreign relations of Italy קטגוריה:איטליה: יחסי חוץ Foreign relations of Japan קטגוריה:יפן: יחסי חוץ Foreign relations of Jordan קטגוריה:ירדן: יחסי חוץ Foreign relations of Kuwait קטגוריה:כווית: יחסי חוץ Foreign relations of Lebanon קטגוריה:לבנון: יחסי חוץ Foreign relations of Libya קטגוריה:לוב: יחסי חוץ Foreign relations of Malawi קטגוריה:מלאווי: יחסי חוץ Foreign relations of New Zealand קטגוריה:ניו זילנד: יחסי חוץ Foreign relations of Nigeria קטגוריה:ניגריה: יחסי חוץ Foreign relations of Norway קטגוריה:נורווגיה: יחסי חוץ Foreign relations of Pakistan קטגוריה:פקיסטן: יחסי חוץ Foreign relations of Peru קטגוריה:פרו: יחסי חוץ Foreign relations of Poland קטגוריה:יחסי החוץ של פולין Foreign relations of Portugal קטגוריה:פורטוגל: יחסי חוץ Foreign relations of Qatar קטגוריה:קטר: יחסי חוץ Foreign relations of Qatar תבנית:יחסי החוץ של קטר Foreign relations of Romania קטגוריה:רומניה: יחסי חוץ Foreign relations of Russia יחסי החוץ של רוסיה Foreign relations of Russia קטגוריה:רוסיה: יחסי חוץ Foreign relations of Saudi Arabia קטגוריה:ערב הסעודית: יחסי חוץ Foreign relations of Serbia קטגוריה:סרביה: יחסי חוץ Foreign relations of Singapore קטגוריה:סינגפור: יחסי חוץ Foreign relations of South Africa קטגוריה:דרום אפריקה: יחסי חוץ Foreign relations of South Sudan יחסי החוץ של דרום סודאן Foreign relations of South Sudan קטגוריה:דרום סודאן: יחסי חוץ Foreign relations of Spain קטגוריה:ספרד: יחסי חוץ Foreign relations of Sweden קטגוריה:שוודיה: יחסי חוץ Foreign relations of Switzerland קטגוריה:שווייץ: יחסי חוץ Foreign relations of Syria קטגוריה:סוריה: יחסי חוץ Foreign relations of Turkey יחסי החוץ של טורקיה Foreign relations of Turkey קטגוריה:טורקיה: יחסי חוץ Foreign relations of Venezuela קטגוריה:ונצואלה: יחסי חוץ Foreign relations of the Czech Republic קטגוריה:צ'כיה: יחסי חוץ Foreign relations of the European Union יחסי החוץ של האיחוד האירופי Foreign relations of the European Union קטגוריה:האיחוד האירופי: יחסי חוץ Foreign relations of the Federated States of Micronesia קטגוריה:מיקרונזיה: יחסי חוץ Foreign relations of the Holy See קטגוריה:הוותיקן: יחסי חוץ Foreign relations of the Netherlands קטגוריה:הולנד: יחסי חוץ Foreign relations of the Republic of Ireland קטגוריה:אירלנד: יחסי חוץ Foreign relations of the Soviet Union קטגוריה:ברית המועצות: יחסי חוץ Foreign relations of the United Kingdom קטגוריה:בריטניה: יחסי חוץ Foreign relations of the United States יחסי החוץ של ארצות הברית Foreign relations of the United States קטגוריה:ארצות הברית: יחסי חוץ Foreign settlement מושבת זרים Foreign volunteer units of the Waffen-SS קטגוריה:יחידות מתנדבים זרות בוואפן אס אס Foreign volunteer units of the Wehrmacht קטגוריה:יחידות מתנדבים זרות בוורמאכט Foreign volunteers לגיון הזרים Foreign-exchange reserves יתרות מט"ח Foreigner פורינר Foreman פורמן Forensic accounting ביקורת חקירתית Forensic anthropology אנתרופולוגיה משפטית Forensic footwear evidence טביעת נעל Forensic photography צילום משפטי Forensic science זיהוי פלילי Forensics קטגוריה:זיהוי פלילי Forerunners of Zionism קטגוריה:מבשרי הציונות Foreshadowing רמז מטרים Foreskin עורלה Foreskin restoration שחזור עורלה Forest יער Forest Nenets language ננצית יערות Forest Whitaker פורסט ויטאקר Forest cobra קוברת יערות Forest dormouse נמנמן העצים Forest gardening גינון יערות Forest of Compiègne יער קומפיין Forest of Dean יער דין Forest of the Martyrs יער הקדושים Forest swastika יער צלב הקרס Forester פורסטר Forestry יערנות Forestry קטגוריה:יערנות Forestry and Fisheries Ministry of Agriculture היערנות והדיג משרד החקלאות Forests קטגוריה:יערות Forests and woodlands of England קטגוריה:אנגליה: יערות Forests and woodlands of the United Kingdom קטגוריה:בריטניה: יערות Forests by country קטגוריה:יערות לפי מדינה Forests of Israel קטגוריה:ישראל: יערות Forever Forever Forever 21 Forever 21 Forever Marshall Islands המנון איי מרשל Forewick Holm איי שטלנד#גאוגרפיה Foreword הקדמה Forficula smyrnensis צבתן נקוד Forficulidae צבתניים Forficulidae קטגוריה:צבתניים Forge פורג' Forged from the Love of Liberty המנון טרינידד וטובגו Forgery קטגוריה:זיוף Forgetting שכחה Forging חישול Forgiveness סליחה Forgotten Coast החוף הנשכח Forgotten Realms ממלכות נשכחות Fork מזלג Fork פיצול Forklift מלגזה Forlì פורלי Form טופס Form צורה Form criticism חקר הסוגים במקרא Formal ארוחה רשמית Formal charge מטען פורמלי Formal language שפה פורמלית Formal languages קטגוריה:שפות פורמליות Formal learning חינוך פורמלי Formal system פורמליזם Formal verification אימות תוכנה Formaldehyde פורמלין Formalism פורמליזם Formally smooth map העתקה חלקה פורמלית Formant פורמנט Formation Formation Formation מערך Formation and evolution of the Solar System התפתחות מערכת השמש Formation flying מבנה Formentera פורמנטרה Former British protectorates קטגוריה:מדינות חסות בריטיות לשעבר Former Dutch colonies קטגוריה:האימפריה ההולנדית Former German colonies תבנית:האימפריה הקולוניאלית הגרמנית Former Israeli settlements קטגוריה:התנחלויות שפונו Former Israeli settlements in Sinai קטגוריה:התנחלויות בסיני Former Israeli settlements in the Gaza Strip קטגוריה:התנחלויות ברצועת עזה Former Israeli settlements in the Gaza Strip תבנית:התנחלויות שפונו במהלך תוכנית ההתנתקות Former Israeli settlements in the Sinai תבנית:יישובים שפונו במסגרת הסכם השלום בין ישראל ומצרים Former Metal Blade Records artists קטגוריה:להקות שהיו חתומות במטאל בלייד רקורדס Former Norwegian colonies קטגוריה:מושבות נורווגיה Former Spanish colonies קטגוריה:ספרד: מושבות Former World Heritage Sites קטגוריה:אתרי מורשת עולמית שבוטלו Former bodies of water קטגוריה:גופי מים קדומים Former buildings and structures קטגוריה:מבנים לשעבר Former buildings and structures in London קטגוריה:לונדון: מבנים היסטוריים Former constellations קבוצות כוכבים מבוטלות Former countries קטגוריה:מדינות לשעבר Former countries by continent קטגוריה:מדינות לשעבר לפי יבשת Former countries in Africa קטגוריה:מדינות לשעבר באפריקה Former countries in Asia קטגוריה:מדינות לשעבר באסיה Former countries in Europe קטגוריה:מדינות לשעבר באירופה Former countries in Oceania קטגוריה:מדינות לשעבר באוקיאניה Former countries in the British Isles קטגוריה:ממלכות האיים הבריטיים Former countries in the Caribbean קטגוריה:הקריביים: ישויות פוליטיות לשעבר Former kibbutzim קטגוריה:קיבוצים לשעבר Former national association football teams קטגוריה:נבחרות כדורגל שהתפרקו Former national capitals קטגוריה:ערי בירה לשעבר Former populated places קטגוריה:יישובים לשעבר Former populated places in Israel קטגוריה:יישובים ישראליים לשעבר Former populated places in Palestine קטגוריה:ארץ ישראל: יישובים לשעבר Former populated places on the Golan Heights קטגוריה:רמת הגולן: יישובים לשעבר Former provinces of Georgia קטגוריה:גאורגיה: מחוזות היסטוריים Former provinces of Japan קטגוריה:יפן: מחוזות לשעבר Former regions of France קטגוריה:צרפת: חבלים לשעבר Former state capitals in the United States קטגוריה:מדינות ארצות הברית: ערי בירה לשעבר Former synagogues קטגוריה:מבנים ששימשו כבתי כנסת Former synagogues in Germany קטגוריה:גרמניה: בתי כנסת לשעבר Former villages by country קטגוריה:יישובים שננטשו Former world's tallest buildings קטגוריה:הבניין הגבוה בעולם Formic acid חומצה פורמית Formica פורמייקה Formicarium נמלול Formiga פורמיגה Formosa פורמוזה Formosa Clorinda קלורינדה Formosa Province פורמוסה Formosa Province קטגוריה:פורמוסה Formosan black bear דוב שחור פורמוסני Formosan clouded leopard נמר ערפילי טאיוואני Formosan rock macaque מקוק סלעים פורמוסני Forms of government ממשל Forms of government קטגוריה:שיטות ממשל Formula נוסחה Formula One פורמולה 1 Formula One קטגוריה:פורמולה 1 Formula One Championship תבנית:אליפויות העולם בפורמולה 1 Formula One constructors קטגוריה:קבוצות פורמולה 1 Formula One drivers קטגוריה:נהגי פורמולה 1 Formula One seasons קטגוריה:עונות בפורמולה 1 Formula One templates קטגוריה:תבניות ניווט - אלופי פורמולה 1 Formula Renault פורמולה רנו Formula Student פורמולה סטודנט Formula Systems פורמולה מערכות Formula racing פורמולה Fornax תנור Fornication ניאוף Fornix פורניקס Forrer פורר Forrest פורסט Forrest Gump פורסט גאמפ Forró פוחו Forsaken הארורים Forst פורסט Forsterite פורסטריט Forsyth Park פארק פורסיית' Fort Bard מצודת ברד Fort Batenstein מצודת בטנסטיין Fort Benning פורט בנינג Fort Boyard המבצר Fort Boyard מבצר בואייר Fort Bragg פורט בראג Fort Breendonk מבצר ברנדונק Fort Eben-Emael מצודת אבן אמאל Fort Hood פורט הוד Fort Jesus מצודת ישו במומבסה Fort Julien מבצר ז'וליאן Fort Leavenworth פורט לוונוורת' Fort McMurray פורט מקמרי Fort Metal Cross מצודת מטל קרוס Fort Minor פורט מינור Fort Moultrie פורט מולטרי Fort Médoc פור מדוק Fort Patience מצודת פיישנס Fort Paté פור פאטה Fort Prinzenstein מבצר פרינסטנסן Fort Saint Elmo מבצר סנט אלמו Fort Saint Michael מבצר סנט מייקל Fort San Sebastian מצודת סן סבסטיאן Fort Santo Antonio מצודת סנטו אנטוניו Fort St. Angelo מבצר סנט אנג'לו Fort Sumter פורט סאמטר Fort Sumter Flag דגל פורט סאמטר Fort Tryon Park פארק פורט טריון Fort Vredenburgh מצודת פרדנבורך Fort Wayne Mad Ants פורט ויין מאד אנטס Fort Wayne Pistons players קטגוריה:כדורסלני פורט ויין פיסטונס Fort Zachary Taylor Historic State Park מצודת זאכרי טיילור Fort-de-France פור-דה-פראנס Fortaleza פורטלזה Fortaleza Ozama מבצר אוסאמה Fortepiano פורטה-פיאנו Forth Bridge גשר פורת' Fortification ביצורים Fortification קטגוריה:ביצורים Fortification lines קטגוריה:מערכות ביצורים Fortifications in Gibraltar קטגוריה:גיברלטר: ביצורים Fortifications of Vauban ביצורי וובאן Fortified wine יין מחוזק Fortis פורטיס Fortis Uhren פורטיס Fortitude רצח בדם קר Fortitudo Pallacanestro Bologna פורטיטודו בולוניה Fortitudo Pallacanestro Bologna players קטגוריה:כדורסלני פורטיטודו בולוניה Fortran Fortran Fortress of Louisbourg מצודת לואיבור Fortriu פורטריו Forts קטגוריה:מבצרים Forts in Cuba קטגוריה:קובה: מבצרים Forts in Florida קטגוריה:פלורידה: מצודות Forts in Hong Kong קטגוריה:הונג קונג: מצודות Forts in Israel קטגוריה:ישראל: מבצרים Forts in New York City קטגוריה:ניו יורק: מצודות Forts in Russia קטגוריה:רוסיה: מבצרים Forts in South Carolina קטגוריה:קרוליינה הדרומית: מצודות Fortuna פורטונה Fortuna Düsseldorf פורטונה דיסלדורף Fortuna Düsseldorf players קטגוריה:כדורגלני פורטונה דיסלדורף Fortune Fortune Fortune & Maltese & the Phabulous Pallbearers גראז' רוק Fortune 500 דירוג החברות של כתב העת Fortune Fortune cookie עוגיית מזל Fortune deities קטגוריה:אלילי מזל Fortune goddesses קטגוריה:אלות מזל Fortune gods קטגוריה:אלי מזל Fortunecookie289/Template:Please leave this line alone ארגז חול Fortunecookie289/sandbox ארגז חול Forty Martyrs of Sebaste ארבעים המרטירים Forty acres and a mule 40 אקרים ופרד Forty-seven Ronin ארבעים ושבעה הרונין Forum פורום Forum of Augustus פורום אוגוסטוס Forum of Caesar פורום קיסר Forward head posture מנח ראש קדמי Fosh פלוגות השדה Fossa פוסה Fossa ovalis החלון הסגלגל Fosse פוסי Fossil מאובן Fossil fuel דלק מאובנים Fossil fuels קטגוריה:דלק מאובנים Fossil water מים פוסיליים Fossil-fuel power station תחנת כוח מבוססת דלק מאובנים Fossils קטגוריה:מאובנים Fossoli di Carpi מחנה הריכוז פוסולי Fossorial מתחפרים Foster פוסטר Foster care משפחת אומנה Foster the People Foster the People Foster's Home for Imaginary Friends בית פוסטר לחברים דמיוניים Foster's rule חוק האי Fosun קבוצת פוסון Fou Ts'ong פו צונג Fouad Ajami פואד עג'מי Fouad Awad פואד עווד Fouad Jumblatt פואד ג'ונבלאט Fouad Mebazaa פואד מבאזע Fouad Mohamed Abou Zikry פואד אבו זיכרי Fouad Siniora פואד סניורה Fouad Twal פואד טוואל Foucault פוקו Foucault pendulum מטוטלת פוקו Foucault's Pendulum המטוטלת של פוקו Fouga אייר פוגה Fouga CM.170 Magister CM.170 פוגה מגיסטר Foul עבירה Foula פאולה Found object רדי מייד Foundation המוסד השמיימי Foundation יסודות Foundation Medicine Foundation Medicine Foundation Stone אבן השתייה Foundation and Empire מוסד וקיסרות Foundation series סדרת המוסד Foundations of Physics Foundations of Physics Founding Fathers of the United States האבות המייסדים של ארצות הברית Founding of Rome ייסוד הרפובליקה הרומית Fountain מזרקה Fountain of Youth מעיין הנעורים Fountain pen עט נובע Fountains קטגוריה:מזרקות Fountains Abbey מנזר פאונטיינז Fountains in Rome קטגוריה:רומא: מזרקות Four Asian Tigers ארבעת הנמרים של אסיה Four Books and Five Classics ארבעת הספרים וחמש הקלאסיקות Four Cardinal Principles ארבעת העקרונות Four Corners ארבע הפינות Four Freedoms נאום ארבע החירויות Four Friends ג'ורג'יה Four Great Classical Novels ארבעת הרומנים הקלאסיים הסיניים Four Holy Cities ארבע ערי הקודש Four Horsemen ארבעת הפרשים Four Horsemen of the Apocalypse ארבעת פרשי האפוקליפסה Four Knights Game פתיחת ארבעת הפרשים Four Modernizations ארבע המודרניזציות Four Mohawk Kings ארבעת מלכי המוהוק Four Mothers ארבע אמהות Four Noble Truths ארבע האמיתות האצילות Four Provinces Flag of Ireland דגל ארבע הפרובינציות Four Rooms ארבעה חדרים Four Seasons Hotel Hong Kong מלון ארבע העונות Four Sephardic Synagogues בתי הכנסת הספרדיים Four Strong Winds Four Strong Winds Four Tet Four tet Four Tops ארבע הפסגות Four Weddings and a Funeral ארבע חתונות ולוויה אחת Four Worlds אבי"ע Four color theorem משפט ארבעת הצבעים Four in a Jeep ארבעה בג'יפ Four room house בית ארבעת המרחבים Four sons of Horus ארבעת בני הורוס Four species ארבעת המינים Four species קטגוריה:ארבעת המינים Four stages of enlightenment ארבעת שלבי ההארה Four-dimensional space מרחב ארבע-ממדי Four-eyed fish ארבע עין Four-horned antelope ארבע קרן Four-lined snake כרכן הקרינים Four-stroke engine מחזור ארבע פעימות Four-toed elephant shrew ארכף ארבע אצבעי Four-toed hedgehog קיפוד ארבע אצבעי Four-toed jerboa ירבוע ארבע אצבעי Four-vector 4-וקטור Four-wave mixing ערבוב של ארבעה גלים FourFiveSeconds FourFiveSeconds Fourier פורייה Fourier optics אופטיקת פורייה Fourier series טור פורייה Fourier transform התמרת פורייה Fourier transform infrared spectroscopy ספקטרוסקופיית פורייה Fournier פורנייה Fourpeaked Mountain פורפיקד Fourteen Holy Helpers ארבעה-עשר הקדושים המסייעים Fourteen Holy Helpers קטגוריה:ארבעה-עשר הקדושים המסייעים Fourteen Holy Helpers תבנית:ארבעה-עשר הקדושים המסייעים Fourteen Points ארבע עשרה הנקודות Fourteen Words 14 מילים Fourteenth Amendment to the United States Constitution התיקון ה-14 לחוקת ארצות הברית Fourteenth Army הארמייה ה-14 Fourteenth government of Israel ממשלת ישראל הארבע עשרה Fourth Aliyah העלייה הרביעית Fourth Amendment to the United States Constitution התיקון הרביעי לחוקת ארצות הברית Fourth Army הארמייה הרביעית Fourth Battle of the Isonzo הקרב הרביעי על האיזונצו Fourth Council of the Lateran ועידת לטראנו הרביעית Fourth Crusade מסע הצלב הרביעי Fourth Dynasty of Egypt השושלת הרביעית Fourth Geneva Convention אמנת ז'נבה הרביעית Fourth International האינטרנציונל הרביעי Fourth Reich הרייך הרביעי Fourth Siege of Gibraltar המצור הרביעי על גיברלטר Fourth Way הדרך הרביעית Fourth Way enneagram אניאגרם Fourth generation game consoles תבנית:קונסולות המשחקים של הדור הרביעי Fourth government of Israel ממשלת ישראל הרביעית Fourth wall הקיר הרביעי Fourth-generation jet fighter מטוס קרב של הדור הרביעי Fourth-generation programming language מחולל יישומים Foveola רשתית#מבנה רשתית האדם Fowl דמויי תרנגול Fox פוקס Fox פוקס-ויזל Fox שועל Fox & Ne'eman Herzog נאמן ושות' פוקס הרצוג Fox Broadcasting Company פוקס Fox Entertainment Group קטגוריה:פוקס Fox Kids ערוץ דיסני\פוקס קידס Fox News Channel פוקס ניוז Fox News Channel people קטגוריה:סגל פוקס ניוז Fox Terrier פוקס טרייר Fox2023/separation תבנית:משתמש הפרדת הדת מהמדינה FoxTrot FoxTrot Foxcatcher פוקס-קצ'ר Foxconn פוקסקון Foxes פוקסס Foxes קטגוריה:שועל Foxfire אש השועל Foxtrot Foxtrot Foxtrot פוקסטרוט Foxtrot class submarine פוקסטרוט Foxtrot-class submarine הצוללות מסדרת פוקסטרוט Foxy Fables משלים שועליים Foyer פואייה Foyles פוילס Foz do Iguaçu פוז דו איגואסו Fozzie Bear פוזי הדוב Fra Angelico פרה אנג'ליקו Fra Mauro פרה מאורו Frac תבנית:שבר פשוט Fractal פרקטל Fractals קטגוריה:פרקטלים Fraction שבר Fractional crystallization התגבשות הדרגתית Fractional part החלק השברי Fractional sodium excretion הפרשת נתרן יחסית Fractionated spacecraft לוויין מפוצל Fractions קטגוריה:שברים Fractography חקר פני שבר Fracture שבר Fracture mechanics מכניקת השבר Fradique de Menezes פרדיקה דה מנזס Fragaria תות שדה Fraggle Rock פראגל רוק Fragile Fragile Fragile Tension / Hole to Feed Fragile Tension / Hole to Feed Fragile X syndrome תסמונת X שביר Fragment פרגמנט Fragmentation פרגמנטציה Fragmentation קיטוע Fragos.george/sandbox הקדמות לכל מטפיזיקה בעתיד Fram מכתש פראם Fram פראם Frame מסגרת Frame Relay Frame relay Frame of reference מערכת ייחוס Frame story סיפור מסגרת Framebuffer אוגר שקופיות Framework for integrated test Framework for Integrated Test Framheim פראמהיים Framing מסגור Framingham Heart Study סולם פרמינגהם Frampol פראמפול Fran Drescher פראן דרשר Fran Vázquez פראן ואסקס Fran Vélez פראן ולס Franc פרנק France ספר:צרפת France פרנס France צרפת France קטגוריה:צרפת France 2 France 2 France 24 France 24 France 3 France 3 France 4 France 4 France 5 France 5 France Antarctique צרפת האנטארקטית France Brest ברסט France Davis Cup team נבחרת גביע דייוויס של צרפת France Fed Cup team נבחרת גביע הפדרציה של צרפת France Football פראנס פוטבול France Gall פראנס גל France Nancy נאנסי France Pavilion at Epcot צרפת France Prešeren פרנצה פרשרן France Squad 2014 FIBA Basketball World Cup תבנית:נבחרת צרפת בגביע העולם בכדורסל 2014 France at the Olympics צרפת במשחקים האולימפיים France at the Paralympics צרפת במשחקים הפאראלימפיים France in World War I קטגוריה:צרפת במלחמת העולם הראשונה France in World War II קטגוריה:צרפת במלחמת העולם השנייה France in the Eurovision Song Contest צרפת באירוויזיון France international footballers קטגוריה:כדורגלני נבחרת צרפת France national basketball team נבחרת צרפת בכדורסל France national basketball team templates קטגוריה:סגלי נבחרת צרפת בכדורסל France national football team נבחרת צרפת בכדורגל France national football team managers קטגוריה:מאמני נבחרת צרפת בכדורגל France national football team navigational boxes קטגוריה:סגלי נבחרת צרפת בכדורגל France national handball team נבחרת צרפת בכדוריד France national under-21 football team נבחרת צרפת בכדורגל עד גיל 21 France navigational boxes קטגוריה:תבניות ניווט - צרפת France region location map templates קטגוריה:תבניות מיפוי לפי מדינות: צרפת France squad 1978 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 1978 France squad 1982 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 1982 France squad 1986 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 1986 France squad 1998 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 1998 France squad 2002 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 2002 France squad 2006 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 2006 France squad 2010 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 2010 France squad 2014 FIFA World Cup תבנית:נבחרת צרפת במונדיאל 2014 France squad UEFA Euro 1984 תבנית:נבחרת צרפת יורו 1984 France squad UEFA Euro 1992 תבנית:נבחרת צרפת יורו 1992 France squad UEFA Euro 1996 תבנית:נבחרת צרפת יורו 1996 France squad UEFA Euro 2000 תבנית:נבחרת צרפת יורו 2000 France squad UEFA Euro 2004 תבנית:נבחרת צרפת יורו 2004 France squad UEFA Euro 2008 תבנית:נבחרת צרפת יורו 2008 France squad UEFA Euro 2012 תבנית:נבחרת צרפת יורו 2012 France squad UEFA Euro 2016 תבנית:נבחרת צרפת ביורו 2016 France stubs קטגוריה:קצרמר צרפת France women's national basketball team נבחרת צרפת בכדורסל נשים France women's national football team נבחרת צרפת בכדורגל נשים Frances Alda פרנסס אלדה Frances Allen פרנסס אלן Frances Barber פרנסס בארבר Frances Conroy פרנסס קונרוי Frances Fisher פרנסיס פישר Frances Folsom Cleveland Preston פרנסס קליבלנד Frances Hodgson Burnett פרנסס הודג'סון ברנט Frances McDormand פרנסס מקדורמנד Frances O'Connor פרנסס או'קונור Frances Oldham Kelsey פרנסיס קלסי Frances Perkins פרנסס פרקינס Frances Power Cobbe פרנסס פאוור קובי Frances Raday פרנסס רדאי Frances Shand Kydd פראנסס שאנד קיד Frances White פרנסס וייט Frances Yates פרנסיס ייטס Frances de la Tour פרנסס דה לה טור Francesc Antich פרנססק אנטיק אי אוליבה Francesca Annis פרנצ'סקה אניס Francesca Caccini פרנצ'סקה קאצ'יני Francesca Cuzzoni פרנצ'סקה קוצוני Francesca Halsall פרנצ'סקה הלסול Francesca Schiavone פרנצ'סקה סקיאבונה Francesca Zambello פרנצ'סקה זמבלו Francesco Araja פרנצ'סקו אראיה Francesco Bartolomeo Rastrelli ברטולומאו רסטרלי Francesco Botticini פרנצ'סקו בוטיצ'יני Francesco Cavalli פרנצ'סקו קאוואלי Francesco Cilea פרנצ'סקו צ'ילאה Francesco Contarini פרנצ'סקו קונטאריני Francesco Cornaro פרנצ'סקו קורנארו Francesco Cossiga פרנצ'סקו קוסיגה Francesco Dandolo פראנצ'סקו דאנדולו Francesco Durante פרנצ'סקו דוראנטה Francesco Erizzo פרנצ'סקו אריצו Francesco Feo פרנצ'סקו פאו Francesco Foscari פרנצ'סקו פוסקארי Francesco Gasparini פרנצ'סקו גספאריני Francesco Geminiani פרנצ'סקו ג'מיניאני Francesco Graziani פרנצ'סקו גרציאני Francesco Guardi פרנצ'סקו גוארדי Francesco Guicciardini פרנצ'סקו גואיצ'ארדיני Francesco Hayez פרנצ'סקו אייץ Francesco I Sforza פרנצ'סקו ספורצה Francesco II Sforza פרנצ'סקו ספורצה השני Francesco Landini פרנצ'סקו לאנדיני Francesco Manfredini פרנצ'סקו אונופריו מנפרדיני Francesco Maria Piave פרנצ'סקו מריה פיאבה Francesco Maurolico מאורוליקוס Francesco Molin פרנצ'סקו מולין Francesco Morosini פרנצ'סקו מורוזיני Francesco Quinn פרנצ'סקו קווין Francesco Redi פרנצ'סקו רדי Francesco Rosi פרנצ'סקו רוסי Francesco Sacrati פרנצ'סקו סאקראטי Francesco Salviati פרנצ'סקו סלוויאטי Francesco Scarlatti פרנצ'סקו סקרלטי Francesco Soriano פרנצ'סקו סוריאנו Francesco Tamagno פרנצ'סקו טאמאניו Francesco Toldo פרנצ'סקו טולדו Francesco Totti פרנצ'סקו טוטי Francesco de Sanctis פרנצ'סקו דה סנקטיס Francescorussig משתמש:Francescorussig France–Germany relations קטגוריה:יחסי גרמניה-צרפת France–Israel relations יחסי ישראל-צרפת France–Israel relations קטגוריה:יחסי ישראל-צרפת France–United Kingdom relations יחסי הממלכה המאוחדת-צרפת Franche-Comté פראנש-קונטה Franche-Comté קטגוריה:פראנש-קונטה Franchise זכות הצבעה Franchising זכיינות Francine Shapiro פרנסין שפירו Francis פרנסיס Francis & Edward K. Francis & Edward K Francis Albert Sinatra & Antônio Carlos Jobim Francis Albert Sinatra & Antonio Carlos Jobim Francis Bacon פרנסיס בייקון Francis Bedford פרנסיס בדפורד Francis Bell פרנסיס בל Francis Benjamin פרנסיס בנג'מין Francis Coquelin פרנסיס קוקלן Francis Crick פרנסיס קריק Francis Drake פרנסיס דרייק Francis Field שדה פרנסיס Francis Ford Coppola פרנסיס פורד קופולה Francis Fukuyama פרנסיס פוקויאמה Francis Galton פרנסיס גולטון Francis Gary Powers פרנסיס גארי פאוורס Francis Henry May פרנסיס הנרי מאי Francis Hopkinson פרנסיס הופקינסון Francis Hutcheson פרנסיס האצ'סון Francis I פרנץ הראשון Francis I of France מלך צרפת פרנסואה הראשון Francis II Rákóczi פרנץ ראקוצי Francis II of France מלך צרפת פרנסואה השני Francis Jammes פרנסיס ז'ם Francis Lewis פרנסיס לואיס Francis Lewis Cardozo פרנסיס קרדוזו Francis Peyton Rous פייטון רוס Francis Picabia פרנסיס פיקבייה Francis Poulenc פרנסיס פולנק Francis Salvador פרנסיס סלוודור Francis Scott Key פרנסיס סקוט קי Francis Turville-Petre פרנסיס טרוויל-פיטר Francis Veber פרנסיס ובר Francis Walsingham פרנסיס וולסינגהם Francis Wiercinski פרנק וירקינסקי Francis Wilkinson Pickens פרנסיס פיקנס Francis William Aston פרנסיס ויליאם אסטון Francis Xavier פרנסיסקו חאווייר Francis Younghusband פרנסיס יאנגהאזבנד Francis de Sales פרנציסקוס מסאל Francis of Assisi פרנציסקוס מאסיזי Francisc Panet פרנצ'יסק פאנט Francisca פרנציסקה Franciscans קטגוריה:פרנציסקנים Francisco Antonio García Carrasco פרנסיסקו אנטוניו גרסיה קרסקו Francisco Bru פרנסיסקו ברו Francisco Calvet פרנססק קלבט Francisco Carvajal פרנסיסקו קרבחאל Francisco Flores Pérez פרנסיסקו פלורס Francisco Franco פרנסיסקו פרנקו Francisco Gavidia פרנסיסקו גבידיה Francisco Gento פרנסיסקו חנטו Francisco Goya פרנסיסקו דה גויה Francisco Goya קטגוריה:פרנסיסקו דה גויה Francisco Guerrero פרנסיסקו גררו Francisco Henríquez y Carvajal פרנסיסקו אנריקס Francisco Javier Aguilar García פרנסיסקו אגילאר Francisco Javier Gómez Noya חאבייר גומס Francisco Javier Rodríguez פרנסיסקו חאבייר רודריגס Francisco Jiménez de Cisneros פרנסיסקו חימנז דה סיסנרוס Francisco José Carrasco פרנסיסקו קרסקו Francisco Largo Caballero פרנסיסקו לרגו קבלרו Francisco León de la Barra פרנסיסקו לאון דה לה בארה Francisco Madero פרנסיסקו מדרו Francisco Pavón פרנסיסקו פאבון Francisco Pizarro פרנסיסקו פיסארו Francisco Rodríguez García פרנססק רודריגס Francisco Solano López פרנסיסקו סולנו לופס Francisco Tárrega פרנסיסקו טארגה Francisco Varallo פרנסיסקו וראז'ו Francisco Vázquez de Coronado פרנסיסקו וסקס דה קורונדו Francisco Zúñiga פרנסיסקו סונייגה Francisco de Hoces פרנסיסקו דה אוסס Francisco de Paula Rodrigues Alves רודריגס אלווס Francisco de Peñalosa פרנסיסקו דה פניילוסה Francisco de Zurbarán פרנסיסקו דה סורבראן Franciscus Sylvius פרנסיסקוס סילביוס Francisella tularensis Francisella tularensis Francism פרנקיזם Francistown פרנסיסטאון Franciszek Salezy Potocki פרנסואה סלזי פוטוצקי Francium פרנציום Francization of Brussels עליית השפה הצרפתית בבריסל Franck Malina Astronautics Medal מדליית פרנק מאלינה לאסטרונאוטיקה Franck Ribéry פרנק ריברי Franck Sauzée פרנק סוזה Franck–Hertz experiment ניסוי פרנק-הרץ Franco פרנקו Franco Alfano פרנקו אלפאנו Franco Ballerini פרנקו בלריני Franco Baresi פרנקו בארזי Franco Basaglia פרנקו בזאלייה Franco Corelli פרנקו קורלי Franco Costanzo פרנקו קוסטנסו Franco Di Santo פרנקו די סנטו Franco Donatoni פרנקו דונאטוני Franco Faccio פרנקו פאצ'ו Franco Ferrara פרנקו פרארה Franco Modigliani פרנקו מודיליאני Franco Nero פרנקו נרו Franco Zeffirelli פרנקו זפירלי Franco-Dutch War מלחמת הולנד Franco-Flemish School האסכולה הפרנקו-פלמית Franco-Flemish composers קטגוריה:מלחינים פרנקו-פלמים Franco-Provençal language פרנקו-פרובנסאלית Franco-Prussian War מלחמת צרפת-פרוסיה Franco-Russian Alliance הברית הצרפתית-רוסית Franco-Syrian Treaty of Independence חוזה העצמאות הצרפתי-סורי Franco-Syrian War מלחמת הממלכה הערבית של סוריה-צרפת Franco-Thai War מלחמת תאילנד-צרפת Franco-Turkish War מלחמת טורקיה-צרפת Francoist Spain המדינה הספרדית Francolinus פרנקולין Francolí פרנקולי Franconia פרנקוניה Francop Affair מבצע ארבעת המינים Francophile פרנקופיליה Frangelico פרנג'ליקו Franjo Tuđman פרניו טוג'מן Frank Frank Frank Abagnale פרנק אבגנייל Frank Baumann פרנק באומן Frank Borman פרנק בורמן Frank Borzage פרנק בורזאג' Frank Bradshaw פרנק ברדשו Frank Brickowski פרנק בריקובסקי Frank Bridge פרנק ברידג' Frank Budgen פרנק באדג'ן Frank Bunker Gilbreth Sr. פרנק בנקר גילברט Frank Capra פרנק קפרה Frank Darabont פרנק דרבונט Frank Debenham פרנק דבנהאם Frank Drake פרנק דרייק Frank Dux פרנק דוקס Frank Finlay פרנק פינלי Frank Foley פרנק פולי Frank Forde פרנק פורד Frank Frazetta פרנק פראזטה Frank Gaffney פרנק גפני Frank Gehry פרנק גרי Frank Gehry buildings קטגוריה:פרנק גרי Frank Grillo פרנק גרילו Frank Harris פרנק האריס Frank Heinrich פראנק היינריך Frank Herbert פרנק הרברט Frank Hill פרנק היל Frank Hurley פרנק הרלי Frank Iero פרנק איירו Frank Jack Fletcher פרנק ג'ק פלטצ'ר Frank Jarvis פרנק ג'רוויס Frank Kameny פרנק קמני Frank Kaminsky פרנק קמינסקי Frank Kellogg פרנק קלוג Frank Knox פרנק נוקס Frank Lampard פרנק למפארד Frank Langella פרנק לנגלה Frank Lautenberg פרנק לוטנברג Frank Leslie Stillwell פרנק סטילוול Frank Lloyd פרנק לויד Frank Lloyd Wright פרנק לויד רייט Frank Lloyd Wright קטגוריה:פרנק לויד רייט Frank Loomis פרנק לומיס Frank Lowy פרנק לואי Frank Lucas פרנק לוקאס Frank Marshall פרנק מרשל Frank Martin פרנק מרטן Frank McCourt פרנק מק'קורט Frank McLintock פרנק מקלינטוק Frank McNamara פרנק יוברט מקנמרה Frank Meisler פרנק מייסלר Frank Messervy פרנק מסרווי Frank Michelman פרנק מייקלמן Frank Middlemass פרנק מידלמאס Frank Mill פרנק מיל Frank Miller פרנק מילר Frank Moss פרנק מוס Frank Nelson Cole פרנק נלסון קול Frank Netter פרנק נטר Frank Ocean פרנק אושן Frank Orren Lowden פרנק לואדן Frank Oz פרנק אוז Frank Ramsey פרנק רמזי Frank Rijkaard פרנק רייקארד Frank Rost פרנק רוסט Frank Sedgman פרנק סג'מן Frank Serpico פרנק סרפיקו Frank Sherwood Rowland פרנק שרווד רולנד Frank Sinatra ספר:פרנק סינטרה Frank Sinatra פרנק סינטרה Frank Sinatra קטגוריה:פרנק סינטרה Frank Sinatra תבנית:פרנק סינטרה Frank Sinatra Sings for Only the Lonely Frank Sinatra Sings for Only the Lonely Frank Sinatra albums קטגוריה:אלבומי פרנק סינטרה Frank Sinatra discography דיסקוגרפיה של פרנק סינטרה Frank Sinclair פרנק סינקלייר Frank Spellman פרנק ספלמן Frank Stapleton פרנק סטייפלטון Frank Swift פרנק סוויפט Frank Thornton פרנק ת'ורנטון Frank Van der Stucken פרנק ואן דר סטוקן Frank Vincent פרנק וינסנט Frank Vogel פרנק ווגל Frank Wedekind פרנק ודקינד Frank Welker פרנק ולקר Frank Whittle פרנק ויטל Frank Wilcoxon פרנק וילקוקסון Frank Wilczek פרנק וילצ'ק Frank Wild פרנק ויילד Frank Worsley פרנק וורסלי Frank Wykoff פרנק ויקוף Frank Zappa פרנק זאפה Frank de Boer פרנק דה בור Frank-Walter Steinmeier פרנק-ואלטר שטיינמאייר Frank5308000 User:Frank5308000 Franka Dietzsch פרנקה דיטש Franka Potente פרנקה פוטנטה Frankenstadion פרנקנשטדיון Frankenstein פרנקנשטיין Frankenstein קטגוריה:פרנקנשטיין Frankenstein I פרנקנשטיין אני Frankenstein complex תסביך פרנקנשטיין Frankenthal פרנקנטל Frankenweenie פרנקנוויני Frankfurt פרנקפורט 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דלאנו רוזוולט Franklin Hagenbeck פרנקלין הגנבאק Franklin Institute Awards מדליית בנג'מין פרנקלין Franklin Pierce פרנקלין פירס Franklin Roosevelt פרנקלין דלאנו רוזוולט Franklin Roosevelt קטגוריה:פרנקלין דלאנו רוזוולט Franklin Roosevelt Four Freedoms Park פארק ארבע החירויות על שם רוזוולט Franklin Roosevelt administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל פרנקלין דלאנו רוזוולט Franklin Schaffner פרנקלין שפנר Franks פרנקים Franks קטגוריה:פרנקים Franky Van der Elst פרנקי ואן דר אלסט Franky Vercauteren פרנקי ורקאוטרן Frank–Starling law חוק פרנק-סטרלינג של הלב Frans Brüggen פרנס בריכן Frans Eemil Sillanpää פראנס אמיל סילנפא Frans Hals פרנס הלס Frans Sammut פראנס סאמוט Frantic פרנטיק František Langer פרנטישק לאנגר František Palacký פרנטישק פאלאצקי František Treybal פרנטישק טרייבל Frantz Fanon פרנץ פנון Franz פרנץ Franz Alt פרנץ אלט Franz Anton Hoffmeister פראנץ אנטון הופמייסטר Franz Bardon פרנץ ברדון Franz Beckenbauer פרנץ בקנבאואר Franz Benda פרנץ בנדה Franz Berwald 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Franz von Suppé פרנץ פון סופה Franz-Ferdinand.PNG קובץ:Franz Ferdinand Franz-Olivier Giesbert פראנס-אוליביה ז'יסבר Franz-Paul Decker פראנץ פאול דקר Franziska van Almsick פרנציסקה ואן אלמסיק François Achille Bazaine פרנסואה אשיל בזן François Arago פרנסואה ז'אן דומיניק אראגו François Boucher פרנסואה בושה François Clouet פרנסואה קלואה François Coppée פרנסואה קופה François Couperin פרנסואה קופרן François Darlan ז'אן פרנסואה דרלאן François Devienne פרנסואה דוויאן François Duvalier פרנסואה דובליה François Englert פרנסואה אנגלר François Fillon פרנסואה פיון François Furet פרנסואה פירה François Fénelon פרנסואה פנלון François Gaston de Lévis פרנסואה גאסטון דה לוי François Genoud פרנסואה ז'נו François Georges-Picot שארל פרנסואה ז'ורז'-פיקו François Guizot פרנסואה גיזו François Habeneck פרנסואה האבנק François Hollande פרנסואה הולנד François Jacob פרנסואה ז'קוב François Magendie פרנסואה מז'נדי François Massialot פרנסואה מאסיאלו François Mauriac פרנסואה מוריאק François Mitterrand פרנסואה מיטראן François Morellet פרנסואה מורלה François Ozon פרנסואה אוזון François Pierre La Varenne פרנסואה פייר לה וארן François Rabelais פרנסואה רבלה François Schubert פרנסואה שוברט François Tombalbaye פרנסואה טומבלבי François Truffaut פרנסואה טריפו François Vase כד פרנסואה François Vatel פרנסואה ואטל François Villon פרנסואה ויון François Viète פרנסואה וייט François al-Hajj פרנסואה אל-חאג' François de La Rochefoucauld פרנסואה דה לה רושפוקו François de Laval פרנסואה דה לאוול François de Malherbe פרנסואה דה מאלרב François de Montmorency פרנסואה דה מונמורנסי François-Adrien Boieldieu פרנסואה-אדריאן בואלדייה François-André Danican Philidor פרנסואה אנדרה פילידור François-Auguste Biard פרנסואה-אוגוסט ביאר François-Joseph Gossec פרנסואה ז'וזף גוסק François-René de Chateaubriand פרנסואה-רנה דה שאטובריאן Françoise Barré-Sinoussi פרנסואז בארה-סינוסי Françoise Hardy פרנסואז ארדי Françoise Mbango Etone פרנסואז מבנגו אטון Françoise Sagan פרנסואז סאגאן Françoise d'Eaubonne פרנסואז דובון Françoise de Graffigny מאדאם דה גרפניי Frappez les Balafons Pincez Tous vos Koras המנון סנגל Fraps פרפס Fraser Forster פרייזר פורסטר Fraser Island האי פרייזר Fraser's dolphin דולפין פראסר Frasier פרייז'ר Frasier Logo.JPG קובץ:Frasier Logo.jpg Frasin פראסין Fraternities and sororities אחווה Fraternity אחווה Frattini subgroup תת-חבורת פרטיני Fraud הונאה Fraud קטגוריה:תרמיות Frauenkirche פראואנקירכה Frauenkirchen פראונקירכן Frauke Petry פראוקה פטרי Fraunhofer diffraction עקיפת פראונהופר Fraunhofer lines קווי פראונהופר Fraxinus מילה Frazer פרייזר Freak פריק Freak of Nature Freak of Nature Freakofnurture user:freakofnurture Freaks פריקס Freaky Friday שישי הפוך Freaky Styley Freaky Styley Freckle נמש Freckled duck ברווז מנומש Freckleton air disaster האסון האווירי בפרקלטון Fred פרד Fred Astaire פרד אסטר Fred Beardsley פרד בירדסלי Fred Brooks פרד ברוקס Fred Dunkel פרד דונקל Fred Durst פרד דורסט Fred Ebb פרד אב Fred Grandy פרד גרנדי Fred Harris פרד האריס Fred Hoyle פרד הויל Fred Jones פרד ג'ונס Fred Karger פרד קרגר Fred Kelly פרד קלי Fred Lebow פרד ליבו Fred Mustard Stewart פרד מסטרד סטיוארט Fred Oberlander פרד אוברלנדר Fred Pagnam פרד פגנם Fred Perry פרד פרי Fred Thompson פרד תומפסון Fred Zinnemann פרד זינמן Freddie Cox פרדי קוקס Freddie Foxxx פרדי פוקס Freddie Highmore פרדי היימור Freddie Hubbard פרדי האברד Freddie Jones פרדי ג'ונס Freddie King פרדי קינג Freddie Mac פרדי מאק Freddie Mercury פרדי מרקיורי Freddie Prinze Jr. פרדי פרינז ג'וניור Freddie Stroma פרדי סטרומה Freddie and the Dreamers פרדי והדרימרס Freddy Adu פרדי אדו Freddy David פרדי דוד Freddy Eytan פרדי איתן Freddy Frogface פרדי שיגועים Freddy García פרדי גרסיה Freddy Krueger פרדי קרוגר Freddy Rincón פרדי רינקון Freddy vs. Jason פרדי נגד ג'ייסון Freddy vs. Jason movie.jpg תמונה:Freddy Vs. Jason movie.jpg Freddy's Dead: The Final Nightmare פרדי מת: הסיוט האחרון Fredegund פרדגונד Frederic Bartlett פרדריק בארטלט Frederic Clay פרדריק קליי Frederic Forrest פרדריק פורסט Frederic Hymen Cowen פרדריק קוון Frederic Wood Jones ווד ג'ונס Fredericia פרדריסיה Frederick פרדריק Frederick Augustus I of Saxony מלך סקסוניה פרידריך אוגוסט הראשון Frederick Augustus II of Saxony מלך סקסוניה פרידריך אוגוסט השני Frederick Augustus III of Saxony מלך סקסוניה פרידריך אוגוסט השלישי Frederick Banting פרדריק בנטינג Frederick Benteen פרדריק בנטין Frederick Bliss פרדריק בליס Frederick Browning פרדריק בראונינג Frederick Chiluba פרדריק צ'ילובה Frederick Deacon פרדריק דיקון Frederick Delius פרדריק דיליוס Frederick Douglass פרדריק דאגלס Frederick Field פרדריק פילד Frederick Forsyth פרדריק פורסיית Frederick Gowland Hopkins פרדריק גואולנד הופקינס Frederick Herzberg פרדריק הרצברג Frederick Holman פרדריק הולמן Frederick I פרידריך הראשון Frederick I of Denmark מלך דנמרק פרדריק הראשון Frederick I of Prussia מלך בפרוסיה פרידריך הראשון Frederick I of Sweden מלך שוודיה פרדריק הראשון Frederick I of Württemberg מלך וירטמברג פרידריך הראשון Frederick II פרידריך השני Frederick II of Denmark מלך דנמרק פרדריק השני Frederick III פרידריך השלישי Frederick III of Denmark מלך דנמרק פרדריק השלישי Frederick IV of Denmark מלך דנמרק פרדריק הרביעי Frederick IX of Denmark מלך דנמרק פרדריק התשיעי Frederick Jackson Turner פרדריק ג'קסון טרנר Frederick John Kiesler פרדריק ג'ון קיזלר Frederick Kagan פרדריק קגן Frederick Kisch פרדריק קיש Frederick Lane פרדריק ליין Frederick Law Olmsted פרדריק לו אולמסטד Frederick Loewe פרדריק לאו Frederick Lorz פרדריק לורז Frederick Mueller פרדריק מיולר Frederick Reines פרדריק ריינס Frederick Salomon פרדריק סלומון Frederick Sanger פרדריק סנגר Frederick Soddy פרדריק סודי Frederick Sound פרדריק סאונד Frederick Stock פרדריק סטוק Frederick Swann פרדריק סוואן Frederick Theodore Frelinghuysen פרדריק פרלינגהויסן Frederick V of Denmark מלך דנמרק פרדריק החמישי Frederick VI of Denmark מלך דנמרק פרדריק השישי Frederick VII of Denmark מלך דנמרק פרדריק השביעי Frederick VIII of Denmark מלך דנמרק פרדריק השמיני Frederick Weld פרדריק ולד Frederick Whitaker פרדריק ויטאקר Frederick William I of Prussia מלך בפרוסיה פרידריך וילהלם הראשון Frederick William II of Prussia מלך פרוסיה פרידריך וילהלם השני Frederick William III of Prussia מלך פרוסיה פרידריך וילהלם השלישי Frederick William IV of Prussia מלך פרוסיה פרידריך וילהלם הרביעי Frederick Winslow Taylor פרדריק וינסלאו טיילור Frederick Yates פרדריק ייטס Frederick de Sola Mendes פרדריק דה סולה מנדס Frederick the Great מלך פרוסיה פרידריך השני Fredericka Mandelbaum פרדריקה מנדלבאום Fredericton פרדריקטון Frederik Pohl פרדריק פול Frederique van der Wal פרדריק ואן דר ול Fredholm alternative אלטרנטיבת פרדהולם Fredi Bobic פרדי בוביץ' Fredric Brown פרדריק בראון Fredric Jameson פרדריק ג'יימסון Fredric March פרדריק מארץ' Fredric Wertham פרדריק ורתהם Fredrik Bajer פרדריק באייר Fredrik Hasselqvist פרדריק הסלקוויסט Fredrik Ljungberg פרדי ליונברג Fredrik Pacius פרדריק פאסיוס Fredrik Reinfeldt פרדריק ריינפלט Fredrika Bremer פרדריקה ברמר Fredrikstad FK פרדריקסטאד Fredy Guarín פרדי גוארין Free Arabian Legion הלגיון הערבי החופשי Free Belgian forces צבא בלגיה החופשית Free Bird Free Bird Free Birds לעוף על הזמן Free Centre המרכז החופשי Free China: The Courage to Believe לשחרר את סין: האומץ להאמין Free City of Danzig העיר החופשית דנציג Free City of Frankfurt העיר החופשית פרנקפורט Free Corps Denmark הגייסות החופשיים הדנים Free Culture תרבות חופשית Free Democratic Party המפלגה הדמוקרטית החופשית Free France צרפת החופשית Free French Forces קטגוריה:צרפת החופשית Free German Youth הנוער הגרמני החופשי Free Hanseatic City of Bremen ברמן Free Hugs Campaign חיבוק חינם Free Lebanon State מדינת לבנון החופשית Free Patriotic Movement הזרם הפטריוטי החופשי Free People's State of Württemberg המדינה החופשית וירטמברג Free Software Foundation המוסד לתוכנה חופשית Free State המדינה החופשית Free State Stadium אצטדיון פרי סטייט Free State of Coburg המדינה החופשית סקסוניה-קובורג Free State of Lippe המדינה החופשית ליפה Free State of Mecklenburg-Schwerin המדינה החופשית מקלנבורג-שוורין Free State of Mecklenburg-Strelitz המדינה החופשית מקלנבורג-שטרליץ Free State of Schaumburg-Lippe המדינה החופשית שאומבורג-ליפה Free Syrian Army הצבא הסורי החופשי Free Territory הטריטוריה החופשית Free Trade Union איחוד הסחר החופשי Free University of Berlin האוניברסיטה החופשית של ברלין Free University of Brussels האוניברסיטה החופשית של בריסל Free Willy לשחרר את וילי Free Zone אזור חופשי Free Zone סיינטולוגים עצמאיים Free abelian group חבורה אבלית חופשית Free as a Bird Free as a bird Free association אסוציאציות חופשיות Free church כנסייה חופשית Free content קטגוריה:תוכן חופשי Free content תוכן חופשי Free energy אנרגיה חופשית Free fall נפילה חופשית Free flight טיסנאות חופשית Free for All Free For All Free group חבורה חופשית Free ideal ring חוג אידאלים חופשיים Free imperial city עיר קיסרית חופשית Free jazz ג'אז חופשי Free lattice סריג חופשי Free market כלכלת שוק Free module מודול חופשי Free newspaper חינמון Free newspapers קטגוריה:חינמונים Free particle חלקיק חופשי Free product מכפלה חופשית Free rider problem בעיית הטרמפיסט Free screenshot תבנית:צילום מסך חופשי Free software קטגוריה:תוכנה חופשית Free software תוכנה חופשית Free software movement תנועת התוכנה החופשית Free to Choose החופש לבחור Free trade סחר חופשי Free trade area אזור סחר חופשי Free web hosting services קטגוריה:שירותי אחסון אתרים חינמיים Free will בחירה חופשית Free-electron laser לייזר אלקטרונים חופשיים Free-range eggs ביצת חופש Free-tailed bat אשפיים FreeBSD FreeBSD FreeCell פריסל FreeDOS FreeDOS Freebase Freebase FreebirdZKai/sandbox האקו Freeciv Freeciv Freediving צלילה חופשית Freedom Freedom Freedom Bell פעמון הדרור Freedom Flotilla II המשט לעזה Freedom Party of Austria מפלגת החירות האוסטרית Freedom Square כיכר החירות Freedom Trail שביל החירות Freedom and Justice Party מפלגת החופש והצדק Freedom in the World דו"ח חירות בעולם Freedom of assembly חופש ההתארגנות Freedom of contract חופש החוזים Freedom of expression קטגוריה:חופש הביטוי Freedom of information חופש המידע Freedom of information laws by country חוק חופש המידע Freedom of movement חופש התנועה Freedom of religion חופש דת Freedom of speech חופש הביטוי Freedom of the press חופש העיתונות Freedom of thought חירות המחשבה Freedom to Marry החופש להינשא Freedom to the Slave Makers Freedom to The Slave Makers Freeform Freeform Freeganism פריגניזם Freekeh פריקה Freelancer פרילנסר Freema Agyeman פרימה אג'ימן Freeman פרימן Freeman Dyson פרימן דייסון Freemasonry הבונים החופשיים Freemasonry ספר:הבונים החופשיים Freemasonry קטגוריה:הבונים החופשיים Freemasonry and women נשים בבנייה החופשית Freemasons by nationality קטגוריה:חברי הבונים החופשיים לפי מדינה Freenode Freenode Freer Gallery of Art גלריית פריר Freerice אורז חינם Freeride פרי רייד Freescale Semiconductor פריסקייל סמיקונדקטור Freesia פרזיה Freestyle aerobics מחול אירובי Freestyle swimmers קטגוריה:שחייני חופשי Freestyle swimming שחייה תחרותית#חופשי Freetown פריטאון Freetown Christiania כריסטיאניה Freeware קטגוריה:תוכנה חינמית Freeware תוכנה חינמית Freewheel מנגנון גלגל חופשי Freeze-drying ליופיליזציה Freezing הקפאה Fregatidae קטגוריה:פרגטיים Freguesia פרגזיה Freiberg פרייברג Freiburg פריבורג Freiburg Minster קתדרלת פרייבורג Freiburg im Breisgau פרייבורג Freida Pinto פרידה פינטו Freight forwarder משלח בינלאומי Freiherr פרייהר Freikorps פרייקור Freimann פריימן Freistadt District פריישטט Freital פרייטאל Freja Beha Erichsen פריה בהה אריקסן Fremona פרמונה Fremont פרימונט Fremont–Winema National Forest היער הלאומי פרימונט-וינמה French פרנץ' French Academy of Sciences האקדמיה הצרפתית למדעים French Air Force חיל האוויר הצרפתי French Air Force קטגוריה:חיל האוויר הצרפתי French Armed Forces צבא צרפת French Army קטגוריה:צבא צרפת French Army Mutinies המרידות בצבא הצרפתי French Basketball Cup הגביע הצרפתי בכדורסל French Bulldog בולדוג צרפתי French Carmel כרמל צרפתי French Communist Party המפלגה הקומוניסטית של צרפת French Communist Party members קטגוריה:קומוניסטים צרפתים French Constitution of 1793 חוקת 1793 French Consulate קונסול French DJs קטגוריה:תקליטנים צרפתים French Defence הגנה צרפתית French Empire האימפריה הצרפתית French Equatorial Africa אפריקה המשוונית הצרפתית French Eurovision Song Contest entrants קטגוריה:נציגי צרפת באירוויזיון French Fifth Republic הרפובליקה הצרפתית החמישית French First Republic הרפובליקה הצרפתית הראשונה French Football Federation התאחדות הכדורגל הצרפתית French Foreign Legion לגיון הזרים הצרפתי French Foreign Legion קטגוריה:לגיון הזרים הצרפתי French Foreign Ministers קטגוריה:שרי החוץ של צרפת French Fourth Republic הרפובליקה הצרפתית הרביעית French Fourth Republic קטגוריה:הרפובליקה הצרפתית הרביעית French Freemasons קטגוריה:צרפתים חברי הבונים החופשיים French Guiana גיאנה הצרפתית French Guiana קטגוריה:גיאנה הצרפתית French Guiana national football team נבחרת גיאנה הצרפתית בכדורגל French Guinea גינאה הצרפתית French Hill הגבעה הצרפתית French Institute of Urbanism המכון הצרפתי לאורבניזם French Jews קטגוריה:יהודים צרפתים French LGBT-related films קטגוריה:סרטי להט"ב צרפתיים French Land Transport Accident Investigation Bureau המשרד לחקירת תאונות תחבורה יבשתית French Marquesses קטגוריה:מרקיזים צרפתים French Ministers of Agriculture קטגוריה:שרי החקלאות של צרפת French Ministers of Culture קטגוריה:שרי התרבות של צרפת French Ministers of Defence קטגוריה:שרי ההגנה של צרפת French Ministers of Finance קטגוריה:שרי האוצר של צרפת French Ministers of Health קטגוריה:שרי הבריאות של צרפת French Ministers of Justice קטגוריה:שרי המשפטים של צרפת French Ministers of National Education קטגוריה:שרי החינוך של צרפת French Ministers of the Colonies קטגוריה:שרי המושבות של צרפת French Ministers of the Environment קטגוריה:שרי איכות הסביבה של צרפת French Navy הצי הצרפתי French Navy קטגוריה:הצי הצרפתי French Navy admirals קטגוריה:אדמירלים צרפתים French Navy personnel קטגוריה:ימאי הצי הצרפתי French New Wave הגל הצרפתי החדש French Nobel laureates קטגוריה:זוכי פרס נובל צרפתים French Open אליפות צרפת הפתוחה French Open by year קטגוריה:אליפות צרפת הפתוחה French Parliament הקונגרס הצרפתי French Polynesia פולינזיה הצרפתית French Polynesia קטגוריה:פולינזיה הצרפתית French Polynesia templates קטגוריה:תבניות ניווט - פולינזיה הצרפתית French Popular Party המפלגה העממית הצרפתית French Quarter הרובע הצרפתי French Renaissance הרנסאנס הצרפתי French Republican Calendar לוח השנה המהפכני בצרפת French Resistance קטגוריה:תנועת ההתנגדות הצרפתית French Resistance תנועת ההתנגדות הצרפתית French Resistance members קטגוריה:חברי תנועת ההתנגדות הצרפתית French Revolution המהפכה הצרפתית French Revolution קטגוריה:המהפכה הצרפתית French Revolutionary Army צבא המהפכה הצרפתי French Revolutionary Wars מלחמות המהפכה הצרפתית French Revolutionary Wars קטגוריה:מלחמות המהפכה הצרפתית French Righteous Among the Nations קטגוריה:צרפתים חסידי אומות העולם French Riviera הריביירה הצרפתית French Second Republic הרפובליקה הצרפתית השנייה French Somaliland סומלילנד הצרפתית French Southern and Antarctic Lands הארצות הדרומיות והאנטארקטיות של צרפת French Southern and Antarctic Lands קטגוריה:הארצות הדרומיות והאנטארקטיות של צרפת French Sudan סודאן הצרפתית French Third Republic הרפובליקה הצרפתית השלישית French Third Republic קטגוריה:הרפובליקה הצרפתית השלישית French Wars of Religion מלחמות הדת בצרפת French Wars of Religion קטגוריה:מלחמות הדת בצרפת French Wikipedia ויקיפדיה הצרפתית French World War II pilots קטגוריה:טייסים צרפתים במלחמת העולם השנייה French action films קטגוריה:סרטי פעולה צרפתיים French actors קטגוריה:שחקני קולנוע וטלוויזיה צרפתים French aircraft carrier Charles de Gaulle נושאת המטוסים שארל דה גול French anarchists קטגוריה:אנרכיסטים צרפתים French anatomists קטגוריה:אנטומיסטים צרפתים French and Indian War מלחמת הצרפתים והאינדיאנים French and Indian Wars המלחמות הבין-קולוניאליות בין בריטניה לצרפת French animated television series קטגוריה:סדרות מצוירות צרפתיות French anthropologists קטגוריה:אנתרופולוגים צרפתים French archaeologists קטגוריה:ארכאולוגים צרפתים French architects קטגוריה:אדריכלים צרפתים French art critics קטגוריה:מבקרי אמנות צרפתים French artists קטגוריה:אמנים צרפתים French astronomers קטגוריה:אסטרונומים צרפתים French athletes קטגוריה:אתלטים צרפתים French autobiographers קטגוריה:כותבי אוטוביוגרפיה צרפתים French aviators קטגוריה:טייסים צרפתים French awards קטגוריה:פרסים צרפתיים French basketball players קטגוריה:כדורסלנים צרפתים French battleship Jean Bart ז'אן באר French billionaires קטגוריה:מיליארדרים צרפתים French biologists קטגוריה:ביולוגים צרפתים French books קטגוריה:ספרים צרפתיים French botanists קטגוריה:בוטנאים צרפתים French boxers קטגוריה:מתאגרפים צרפתים French businesspeople קטגוריה:אנשי עסקים צרפתים French cardinals קטגוריה:חשמנים צרפתים French casualties of World War II קטגוריה:צרפתים שנהרגו במלחמת העולם השנייה French centenarians קטגוריה:צרפתים שהגיעו לגיל מאה French cheeses קטגוריה:גבינות צרפתיות French chefs קטגוריה:שפים צרפתים French chemists קטגוריה:כימאים צרפתים French chess players קטגוריה:שחמטאים צרפתים French chief executives קטגוריה:מנכ"לים צרפתים French children's writers קטגוריה:סופרי ילדים ונוער צרפתים French classical cellists קטגוריה:צ'לנים צרפתים French colonial empire האימפריה הקולוניאלית הצרפתית French colonial empire קטגוריה:האימפריה הקולוניאלית הצרפתית French comedians קטגוריה:קומיקאים צרפתים French composers קטגוריה:מלחינים צרפתים French conductors קטגוריה:מנצחים צרפתים French criminals קטגוריה:מורשעים בדין בצרפת French cuisine המטבח הצרפתי French cuisine קטגוריה:המטבח הצרפתי French culture קטגוריה:צרפת: תרבות French cyclists קטגוריה:רוכבי אופניים צרפתים French dancers קטגוריה:רקדנים צרפתים French designers קטגוריה:מעצבים צרפתים French diplomats קטגוריה:דיפלומטים צרפתים French directors קטגוריה:במאים צרפתים French dramatists and playwrights קטגוריה:מחזאים צרפתים French economists קטגוריה:כלכלנים צרפתים French emigrants to the United States קטגוריה:מהגרים מצרפת לארצות הברית French encyclopedists קטגוריה:אנציקלופדיסטים צרפתים French engineers קטגוריה:מהנדסים צרפתים French explorers קטגוריה:מגלי ארצות צרפתים French fashion designers קטגוריה:מעצבי אופנה צרפתים French female models קטגוריה:דוגמניות צרפתיות French female tennis players קטגוריה:טניסאיות צרפתיות French fighter aircraft קטגוריה:מטוסי קרב צרפתיים French film critics קטגוריה:מבקרי קולנוע צרפתים French film directors קטגוריה:במאי קולנוע צרפתים French film producers קטגוריה:מפיקי קולנוע צרפתים French films קטגוריה:סרטים צרפתיים French flautists קטגוריה:חלילנים צרפתים French football managers קטגוריה:מאמני כדורגל צרפתים French footballers קטגוריה:כדורגלנים צרפתים French formal garden גן צרפתי French franc פרנק צרפתי French fries טוגנים French frigate Méduse לה מדוז French generals קטגוריה:גנרלים צרפתים French governments קטגוריה:ממשלות צרפת French helicopters קטגוריה:מסוקים צרפתיים French historians קטגוריה:היסטוריונים צרפתים French horn קרן יער French illustrators קטגוריה:מאיירים צרפתים French industrialists קטגוריה:תעשיינים צרפתים French interior ministers קטגוריה:שרי הפנים של צרפת French invasion of Russia מלחמת רוסיה-צרפת French invasion of the Isle of Wight הפלישה הצרפתית לאי וייט French inventions קטגוריה:צרפת: המצאות French inventors קטגוריה:ממציאים צרפתים French journalists קטגוריה:עיתונאים צרפתים French jurists קטגוריה:משפטנים צרפתים French language צרפתית French language קטגוריה:צרפתית French law קטגוריה:צרפת: חוק ומשפט French law on secularity and conspicuous religious symbols in schools איסור הצגת סמלים דתיים בבתי הספר בצרפת French literary theorists קטגוריה:חוקרי ספרות צרפתים French literature ספרות צרפתית French literature קטגוריה:ספרות צרפתית French magazines קטגוריה:מגזינים צרפתיים French mathematicians קטגוריה:מתמטיקאים צרפתים French microbiologists קטגוריה:מיקרוביולוגים צרפתים French military personnel קטגוריה:אנשי צבא צרפתים French military personnel of World War I קטגוריה:אנשי צבא צרפתים במלחמת העולם הראשונה French military personnel of World War II קטגוריה:אנשי צבא צרפתים במלחמת העולם השנייה French music קטגוריה:מוזיקה צרפתית French musical groups קטגוריה:להקות צרפתיות French musicians קטגוריה:מוזיקאים צרפתים French neurologists קטגוריה:נוירולוגים צרפתים French newspaper editors קטגוריה:עורכי עיתונים צרפתים French nobility קטגוריה:אצולה צרפתית French noble families קטגוריה:בתי אצולה צרפתים French nuclear tests Reggane series ניסויי ירבוע French onion soup מרק בצל French opera אופרה צרפתית French opera companies קטגוריה:צרפת: בתי אופרה French opera librettists קטגוריה:לבריתנים צרפתים French opera singers קטגוריה:זמרי אופרה צרפתים French opinion journalists קטגוריה:פובליציסטים צרפתים French orchestras קטגוריה:תזמורות צרפתיות French organists קטגוריה:נגני עוגב צרפתים French orientalists קטגוריה:מזרחנים צרפתים French pacifists קטגוריה:פציפיסטים צרפתים French painters קטגוריה:ציירים צרפתים French paradox הפרדוקס הצרפתי French people צרפתים French people קטגוריה:צרפתים French people by occupation קטגוריה:צרפתים לפי מקצוע French people of World War I קטגוריה:צרפתים במלחמת העולם הראשונה French people of World War II קטגוריה:צרפתים במלחמת העולם השנייה French people with disabilities קטגוריה:נכות: צרפתים French philosophers קטגוריה:פילוסופים צרפתים French photographers קטגוריה:צלמים צרפתים French physicians קטגוריה:רופאים צרפתים French physicists קטגוריה:פיזיקאים צרפתים French physiologists קטגוריה:פיזיולוגים צרפתים French pianists קטגוריה:פסנתרנים צרפתים French plays קטגוריה:מחזות צרפתיים French poets קטגוריה:משוררים צרפתים French politicians קטגוריה:פוליטיקאים צרפתים French pop singers קטגוריה:זמרי פופ צרפתים French popes קטגוריה:אפיפיורים צרפתים French psychiatrists קטגוריה:פסיכיאטרים צרפתים French psychoanalysts קטגוריה:פסיכואנליטיקאים צרפתים French psychologists קטגוריה:פסיכולוגים צרפתים French publishers קטגוריה:מו"לים צרפתים French queens consort קטגוריה:נשות מלכים צרפתים French rabbis קטגוריה:רבנים צרפתים French racing drivers קטגוריה:נהגי מכוניות מרוץ צרפתים French revolutionaries קטגוריה:מהפכנים צרפתים French sauces קטגוריה:המטבח הצרפתי: רטבים French science fiction writers קטגוריה:סופרי מדע בדיוני צרפתים French scientists קטגוריה:מדענים צרפתים French screenwriters קטגוריה:תסריטאי קולנוע צרפתים French sculptors קטגוריה:פסלים צרפתים French singer-songwriters קטגוריה:זמרים-יוצרים צרפתים French singers קטגוריה:זמרים צרפתים French socialites קטגוריה:אנשי חברה צרפתים French sociologists קטגוריה:סוציולוגים צרפתים French songwriters קטגוריה:פזמונאים צרפתים French sportspeople קטגוריה:ספורטאים צרפתים French sprinters קטגוריה:אצנים צרפתים French stage actors קטגוריה:שחקני תיאטרון צרפתים French surgeons קטגוריה:כירורגים צרפתים French swimmers קטגוריה:שחיינים צרפתים French tennis players קטגוריה:טניסאים צרפתים French toast פרנץ' טוסט French translators קטגוריה:מתרגמים צרפתים French violinists קטגוריה:כנרים צרפתים French war casualties קטגוריה:חללי קרבות צרפתיים French wine קטגוריה:יינות צרפתיים French women's footballers קטגוריה:כדורגלניות צרפתיות French words and phrases קטגוריה:ביטויים בצרפתית French writers קטגוריה:סופרים צרפתים French zoologists קטגוריה:זואולוגים צרפתים French-language films קטגוריה:סרטים בצרפתית French-language literature קטגוריה:ספרות צרפתית French-language operas קטגוריה:אופרות בצרפתית French-language songs קטגוריה:שירים בצרפתית Frenchelon פרנצ'לון French–German enmity הסכסוך הגרמני-צרפתי Frenet–Serret formulas משוואות פרנה-סרה Frenzy פרנזי Freon פריאון Frequency שכיחות Frequency תדירות Frequency analysis ניתוח תדירויות Frequency capping הגבלת תדירות Frequency distribution טבלת שכיחות Frequency modulation אפנון תדר Frequency-division multiple access ריבוב#xDMA Frequency-division multiplexing ריבוב#FDM Frequency-hopping spread spectrum FHSS Frequent-flyer program מועדון הנוסע המתמיד Fresco פרסקו Fresco paintings קטגוריה:פרסקאות Fresco-secco סקו Fresh פרש Fresh Kills Landfill פארק פרש קילז Fresh water מים מתוקים Freshwater crocodile תנין ג'ונסטון Fresnel diffraction עקיפת פרנל Fresnel equations חוקי פרנל Fresnel integral אינטגרל פרנל Fresnel lens עדשת פרנל Fresnel–Arago laws חוקי פרנל-אראגו Freud פרויד Freud Museum מוזיאון פרויד Freud family קטגוריה:משפחת פרויד Freudenthal magic square ריבוע הקסם של פרוידנטל Freudian slip טעות פרוידיאנית Freund פרוינד Freyja פריה Freyja פרייה Freyr פרייר Friar Tuck הנזיר טאק Fribourg פריבור Fricasse פריקסה תוניסאי Fricative consonant עיצורים חוככים Fricis Apšenieks פריציס אפשניק Frick Collection אוסף פריק Friction חיכוך Frida פרידה Frida Boccara פרידה בוקארה Frida Kahlo פרידה קאלו Frida Leider פרידה ליידר Friday Friday Friday יום שישי Friday Night Dinner סעודת שישי Friday the 13th יום שישי ה-13 Friday the 13th קטגוריה:יום שישי ה-13 Fridolin von Senger und Etterlin פרידולין פון זנגר אונד אטרלין Fridtjof Nansen פריטיוף ננסן Fried פריד Fried Green Tomatoes עגבניות ירוקות מטוגנות Fried Green Tomatoes at the Whistle Stop Cafe עגבניות ירוקות מטוגנות Fried egg ביצת עין Fried green tomatoes עגבניות ירוקות מטוגנות Frieda Belinfante פרידה בלינפנט Friedan פרידן Friedberg פרידברג Friedel פרידל Friedel Klussmann פרידל קלוסמן Friedel Stern פרידל שטרן Friedel's law חוק פרידל Friedel–Crafts reaction תגובת פרידל-קרפטס Friedensreich Hundertwasser פרידנסרייך הונדרטוואסר Friedl Dicker-Brandeis פרידל דיקר ברנדייס Friedland פרידלנד Friedländer פרידלנדר Friedman פרידמן Friedman number מספר פרידמן Friedmann equations משוואות פרידמן Friedreich's ataxia אטקסיית פרידרייך Friedrich פרידריך Friedrich Adler פרידריך אדלר Friedrich Albert Lange פרידריך אלברט לנגה Friedrich August Stüler פרידריך אוגוסט שטילר Friedrich August Wilhelm von Brause פרידריך אוגוסט וילהלם פון בראוס Friedrich Beer פרידריך בר Friedrich Bergius פרידריך ברגיוס Friedrich Bessel פרידריך בסל Friedrich Christoph Dahlmann פרידריך כריסטוף דאלהמן Friedrich Delitzsch פרידריך דליטש Friedrich Dollmann פרידריך דולמן Friedrich Dürrenmatt פרידריך דירנמאט Friedrich Ebert פרידריך אברט Friedrich Engels פרידריך אנגלס Friedrich Freiherr Kress von Kressenstein פרידריך קרס פון קרסנשטיין Friedrich Fromm פרידריך פרום Friedrich Fröbel פרידריך פרבל Friedrich Georg Wilhelm von Struve פרידריך פון שטרובה Friedrich Gernsheim פרידריך גרנסהיים Friedrich Gulda פרידריך גולדה Friedrich Hayek פרידריך האייק Friedrich Hoßbach פרידריך הוסבאך Friedrich Hölderlin פרידריך הלדרלין Friedrich Jeckeln פרידריך יקלן Friedrich Kellner אוגוסט פרידריך קלנר Friedrich Kirchner פרידריך קירכנר Friedrich Koenig פרידריך קניג Friedrich Kuhlau פרידריך קולאו Friedrich Kühn פרידריך קיהן Friedrich List פרידריך ליסט Friedrich Loeffler פרידריך לפלר Friedrich Ludwig Jahn פרידריך לודוויג יאן Friedrich Ludwig Persius לודוויג פרזיוס Friedrich Materna פרידריך מטרנה Friedrich Miescher פרידריך מישר Friedrich Mohs פרידריך מוס Friedrich Münzer פרידריך מינצר Friedrich Naumann פרידריך נאומן Friedrich Nietzsche פרידריך ניטשה Friedrich Olbricht פרידריך אולבריכט Friedrich Paulus פרידריך פאולוס Friedrich Ranke פרידריך ראנקה Friedrich Ratzel פרידריך ראצל Friedrich Rückert פרידריך ריקרט Friedrich Schiller פרידריך שילר Friedrich Schleiermacher פרידריך שליירמאכר Friedrich Schulz פרידריך שולץ Friedrich Sixt von Armin פרידריך סיקסט פון ארמין Friedrich Spee פרידריך שפה Friedrich Waismann פרידריך וייסמן Friedrich Wilhelm Freiherr von Bülow פרידריך וילהלם פון בילוב Friedrich Wilhelm Joseph Schelling פרידריך וילהלם שלינג Friedrich Wilhelm von Erdmannsdorff פרידריך וילהלם פון ארדמנסדורף Friedrich Wilhelm von Lindeiner-Wildau פרידריך וילהלם פון לינדאיינר-וילדאו Friedrich Wilhelm von Seydlitz פרידריך וילהלם פון זיידליץ Friedrich Wolf פרידריך וולף Friedrich Wöhler פרידריך ולר Friedrich von Bernhardi פרידריך פון ברנהרדי Friedrich von Esmarch פרידריך פון אסמרך Friedrich von Flotow פרידריך פון פלוטו Friedrich von Gentz פרידריך פון גנץ Friedrich von Ingenohl פרידריך פון אינגנול Friedrich von Müller פרידריך פון מילר Friedrich von Scholtz פרידריך פון שולץ Friedrich von Wieser פרידריך פון ויזר Friedrich-Wilhelm Krüger פרידריך-וילהלם קריגר Friedrich-Wilhelm Müller פרידריך-וילהלם מילר Friedrich-Wilhelm von Loeper פרידריך-וילהלם פון לפר Friedrich-Wilhelm von Rothkirch und Panthen פרידריך-וילהלם פון רוטקירך אונד פנטן Friedrichsgymnasium Kassel פרידריכגימנסיום Friedrichshafen פרידריכסהאפן Friedrichshain פרידריכסהיין Friedrichshain-Kreuzberg פרידריכסהיין-קרויצברג Friedrichstadt-Palast פרידריכשטאטפאלאסט Friedrichstraße פרידריכשטראסה Friend of Dorothy Friend of Dorothy Friendly Fire אש ידידותית Friendly fire אש כוחותינו Friends חברים Friends קטגוריה:חברים Friends תבנית:חברים Friends Arena פרינדס ארנה Friends of Israel Initiative יוזמת ידידי ישראל Friends with Benefits ידידים פלוס Friendship ידידות Friendship Bridge גשר הידידות Friendship bracelet צמידי חברות Fries פריס Friesland פריסלנד Friesland קטגוריה:פריסלנד Frieze אפריז Frigate פריגטה Frigatebird פרגטה Frigates קטגוריה:פריגטות Fright Night ליל האימה Fright Night II ליל האימה 2 Frightful Four ארבעת המפחידים Frigyes Karinthy פרידיש קארינתי Frigyes Riesz פרידיש ריס Friis transmission equation נוסחת פריס Frija Zoaretz פריג'א זוארץ Frilled shark חסחוסן צלופחי Fringe גדילים Fringe פרינג' Fringe theatre קטגוריה:תיאטרון פרינג' Fringe theatre תיאטרון שוליים Fringe-lipped bat עטלף יבלתי Fringillidae קטגוריה:פרושיים Frisia פריזיה Frisian freedom החופש הפריזי Frisian languages פריזית Frisland פריסלנד Frithuwald of Bernicia מלך ברניקיה פירתאוולד Fritillaria גביעונית Fritillaria persica גביעונית הלבנון Frito-Lay פריטו-ליי Frittata פריטטה Fritter פריטר Fritz פריץ Fritz Albert Lipmann פריץ אלברט ליפמן Fritz Bauer פריץ באואר Fritz Bracht פריץ ברכט Fritz Busch פריץ בוש Fritz Feigl פריץ פייגל Fritz Fischer פריץ פישר Fritz Grobba פריץ גרובה Fritz Haber פריץ הבר Fritz Katzmann פריץ קצמן Fritz Kolbe פריץ קולבה Fritz Kreisler פריץ קרייזלר Fritz Lang פריץ לאנג Fritz Leiber פריץ לייבר Fritz Perls פריץ פרלס Fritz Pfeffer פרידריך פפר Fritz Pregl פריץ פרגל Fritz Reiner פריץ ריינר Fritz Rieger פריץ ריגר Fritz Riemann פריץ רימן Fritz Sauckel פריץ זאוקל Fritz Saxl פריץ זקסל Fritz Scheel פריץ של Fritz Schlieper פריץ שליפר Fritz Stiedry פריץ שטידרי Fritz Strassmann פריץ שטרסמן Fritz Thyssen פריץ טיסן Fritz Todt פריץ טודט Fritz Walter פריץ ואלטר Fritz Weiss פריץ וייס Fritz Wunderlich פריץ וונדרליך Fritz Zwicky פריץ צוויקי Fritz the Cat פריץ החתול Fritz von Below פריץ פון בלו Fritz von Uhde פריץ פון אוהדה Fritz-Hubert Gräser פריץ-הוברט גרזר Fritz-Walter-Stadion אצטדיון פריץ ואלטר Fritzi Burger פריצי בורגר Fritzi Löwy פריצי לוי Friuli-Venezia Giulia פריולי-ונציה ג'וליה Friuli-Venezia Giulia קטגוריה:פריולי-ונציה ג'וליה Friulian language פורלן Friz Freleng פריץ פרילינג Frobenius endomorphism הומומורפיזם פרובניוס Frobenius group חבורת פרובניוס Frobenius normal form צורה רציונלית Frobenius theorem משפט פרובניוס Frodo Baggins פרודו בגינס Frog חסרי זנב Frog cake עוגת צפרדע Frog21/Ltf Version 1 לקטופרין Frog21/Ltf using MGI Gene box לקטופרין Frogfish פיתיונאים Frogger Frogger Frogmouth פודרגיים Frogs קטגוריה:חסרי זנב Frogwares Frogwares Frohman פרוהמן From Afar From Afar From Beirut to Jerusalem מביירות לירושלים From Dusk till Dawn מצאת החמה עד צאת הנשמה From Genesis to Revelation From Genesis to Revelation From Hell ממעמקי הגיהנום From Here to Eternity מעתה ועד עולם From Jewish Folk Poetry מן השירה היהודית העממית From Paris with Love מפריז באהבה From Prada to Nada מעושר לעוני From Russia with Love מרוסיה באהבה From Time Immemorial מאז ומקדם From Up on Poppy Hill תצפית על גבעת הפרגים From a Buick 8 מתוך הביואיק From the Bottom of My Broken Heart From the Bottom of My Broken Heart From the Earth to the Moon מהארץ לירח From the Life of the Marionettes מחיי המריונטות From the Wilderness and Lebanon מן המדבר והלבנון Frombenny משתמש:Frombenny Fromberghorn פרומברגהורן Fromental Halévy ז'אק פרומנטל הלוי Fronde פרונד Front חזית Front and back ends קצה קדמי וקצה אחורי Front curtain מסך Front de libération du Québec החזית לשחרור קוויבק Front of the Class בחזית הכיתה Front organization חברת קש Front vowel תנועות קדמיות Front-wheel drive הנעה קדמית Frontal bone עצם המצח Frontal lobe האונה המצחית Frontex Frontex Frontier ספר Frontier Strip רצועת הספר Frontier justice לקיחת החוק לידיים Frontierland ארץ המערב הפרוע Frontinus סקסטוס יוליוס פרונטינוס Frontline Frontline Froot Froot Frosinone Calcio פרוזינונה Frost פרוסט Frost קרה Frost line קו השלג Frost/Nixon פרוסט/ניקסון Frostbite כוויית קור Froth/notes/mockup ויקיפדיה:דלפק יעוץ Frotteurism פרוטאוריזם Frottola פרוטולה Froude number מספר פראוד Frozen לשבור את הקרח Frozen Fever קדחת הקרח Frozen desserts קטגוריה:קינוחים קפואים Frozen yogurt פרוזן יוגורט Frozenfood12/sqwerg A Fructokinase פרוקטוקינאז Fructose פרוקטוז Fructose 1,6-bisphosphatase פרוקטוז 1,6-ביספוספטאז Fructose malabsorption תת ספיגה של פרוקטוז Fructose-bisphosphate aldolase אלדולאז Fructuosus פרוקטואוסוס הקדוש Fruggo משתמש:Fruggo Frugivore אוכלי פירות Fruit פרי Fruit קטגוריה:פירות Fruit Ninja Fruit Ninja Fruit anatomy פרי Fruit dishes קטגוריה:מאכלי פירות Fruit juice קטגוריה:מיצי פירות Fruit liqueurs קטגוריה:ליקר פירות Fruit morphology קטגוריה:מורפולוגיה של פירות Fruit of the poisonous tree פרי העץ המורעל Fruit picking קטיף Fruit preserves ריבה Fruit salad סלט פירות Fruit tree עץ פרי Fruitarianism פירותנות Fruitcake עוגת פירות Fruits Basket פרוטס באסקט Frum פרום Frumentius פרומנטיוס Frumenty פרומנטי Frumin House בית פרומין Frumka Płotnicka פרומקה פלוטניצקה Frumkin פרומקין Frustration תסכול Frutarom פרוטרום Fry פיליפ ג'יי פריי Fry פריי Frying טיגון Frying pan מחבת Frysztak פרישטאק Fränkel פרנקל Frère Jacques אחינו יעקב Frédy Girardet פרדי ז'ירארדה Frédéric Anton פרדריק אנטון Frédéric Auguste Bartholdi פרדריק אוגוסט ברתולדי Frédéric Bastiat קלוד פרדריק בסטייה Frédéric Bazille פרדריק באזיל Frédéric Chopin פרדריק שופן Frédéric Joliot-Curie פרדריק ז'וליו-קירי Frédéric Kanouté פרדי קאנוטה Frédéric Lazard פרדריק לאזארד Frédéric Mistral פרדריק מיסטרל Frédéric Passy פרדריק פאסי Frédéric Rossif פרדריק רוסיף Frédérick Bousquet פרד בוסקה Frédérik Deburghgraeve פרד דבורגרייב Fsck Fsck Fstab Fstab Fu'ad Nassar פואד נאסר Fuad פואד Fuad Chehab פואד שהאב Fuad I of Egypt פואד הראשון Fuad II of Egypt פואד השני Fuad Masum פואד מעצום Fubini's theorem משפט פוביני Fuchsia פוקסיה Fucine Lake האגם הפוקיני Fuck Fuck Fuck You Fuck You! Fuck wit Dre Day Fuck wit Dre Day Fucoidan פוקוידאן Fucoxanthin פוקוקסנטין Fudge פאדג' Fuel דלק Fuel cell תא דלק Fuel dispenser משאבת דלק Fuel injection מערכת הזרקת דלק Fueled By Ramen Fueled by Ramen Fuels קטגוריה:דלק Fuenlabrada פואנלברדה Fuenteovejuna מעיין הכבשים Fugees פוג'יז Fugitive עבריין נמלט Fugitive Slave Act of 1793 חוק העבד הנמלט 1793 Fugitive Slave Act of 1850 חוק העבד הנמלט 1850 Fugloy פוגלוי Fugu פוגו Fugue פוגה Fujairah פוג'יירה Fuji פוג'י Fujian פוג'יין Fujian Tulou פוג'יין טולואו Fujiwara clan בית פוג'יווארה Fujiwara no Nobuyori פוג'יווארה נו נובויורי Fukui Fukui פוקואי Fukui Obama אובמה Fukui Prefecture פוקואי Fukuoka פוקואוקה Fukuoka Prefecture פוקואוקה Fukushima פוקושימה Fukushima Daiichi Nuclear Power Plant תחנת הכוח הגרעינית פוקושימה 1 Fukushima Daiichi nuclear disaster האסון הגרעיני בפוקושימה Fukushima Fukushima פוקושימה Fukushima Prefecture פוקושימה Ful medames פול מדמס Fulbright Program תוכנית פולברייט Fulcher of Chartres פולקו משארטר Fuld פולד Fulda פולדה Fulgencio Batista פולחנסיו בטיסטה Fulgora פולגורה Fulham פולהאם Fulham F.C. פולהאם Fulham F.C. managers קטגוריה:מאמני פולהאם Fulham F.C. players קטגוריה:כדורגלני פולהאם Fuling Tomb קבר פולינג Full Circle Full Circle Full House צער גידול בנות Full Members of the USSR Academy of Sciences קטגוריה:חברי האקדמיה למדעים של ברית המועצות Full Metal Jacket מטאל ג'אקט Full Throttle Full Throttle Full breakfast ארוחת בוקר אנגלית Full stop נקודה Full width at half maximum רוחב חצי מקסימום Full-size vehicles קטגוריה:מכוניות סלון Fulla פולה Fuller פולר Fuller House Fuller House Fullerene פולרן Fulling מבטשה Fullmetal Alchemist אלכימאי המתכת Fullmulletjacket/sandbox דרדוויל Fulmar יסעור שחפי Fulton surface-to-air recovery system מערכת פולטון להנצלת קרקע-אוויר Fulvia פולביה אנטוניה Fulvio Collovati פולביו קולובאטי Fumaria capreolata עשנן מטפס Fumaric acid חומצה פומרית Fumarole פומרולה Fumble פאמבל Fume hood מנדף כימי Fumi-e תמונת דריכה Fumimaro Konoe פומימרו קונואה Fun פאן Fun and Fancy Free חופשי ומאושר Fun discography דיסקוגרפיה של פאן Fun with Dick and Jane דיק וג'יין עושים את זה Funafuti פנאפוטי Funchal פונשל Function פונקציה Function composition הרכבת פונקציות Function generator מחולל אותות Function hall אולם אירועים Function overloading שגרה Function series טור פונקציות Functional פונקציונל Functional Requirements for Authority Data דרישות פונקציונליות לנתוני זהות Functional Requirements for Bibliographic Records דרישות פונקציונליות לרשומות ביבליוגרפיות Functional analysis אנליזה פונקציונלית Functional analysis קטגוריה:אנליזה פונקציונלית Functional equation משוואה פונקציונלית Functional group קבוצה פונקציונלית Functional groups קטגוריה:קבוצות פונקציונליות Functional illiteracy אנאלפביתיות תפקודית Functional magnetic resonance imaging דימות תהודה מגנטית תפקודי Functional programming תכנות פונקציונלי Functional psychology פונקציונליזם Functional verification אימות שבבים Functionalism פונקציונליזם Functionalism versus intentionalism האסכולה הפונקציונליסטית והאסכולה האינטנציונליסטית בחקר מקורות השואה Functions and mappings קטגוריה:פונקציות מתמטיות Functor פונקטור Fundació Antoni Tàpies מכון אנטוני טאפייס Fundació Joan Miró מכון ז'ואן מירו Fundamental Agreement Between the Holy See and the State of Israel הסכם היסוד בין הכס הקדוש ומדינת ישראל Fundamental Physics Prize הפרס לפיזיקה יסודית Fundamental attribution error טעות הייחוס הבסיסית Fundamental group חבורה יסודית Fundamental interaction כוחות היסוד Fundamental interactions תבנית:כוחות היסוד Fundamental theorem of Galois theory המשפט היסודי של תורת גלואה Fundamental theorem of algebra המשפט היסודי של האלגברה Fundamental theorem of arithmetic המשפט היסודי של האריתמטיקה Fundamental theorem of calculus המשפט היסודי של החשבון הדיפרנציאלי והאינטגרלי Fundamentalism פונדמנטליזם Fundação Nacional do Índio המוסד הלאומי למען האינדיאנים Funding bodies קטגוריה:קרנות למחקר מדעי Fundraising התרמה Funen פין Funeral Funeral Funeral הלוויה Funeral home בית לוויות Funeral march מארש אבל Funerals קטגוריה:הלוויה Funerals in Israel קטגוריה:הלוויות בישראל Funerary and memorial compositions קטגוריה:שירי הספד Fungi קטגוריה:פטריות Fungus פטריות Funhouse Funhouse Funicular פוניקולר Funicular railways קטגוריה:פוניקולרים Funiculà Funiculì פוניקולי פוניקולה Funk פאנק Funk metal פאנק Funnel משפך Funnel cloud ענן משפך Funny Face פנים מצחיקות Funny Games משחקי שעשוע Funny Girl מצחיקונת Fuqua School of Business בית הספר לעסקים על שם פיוקווא Fur פור Fur פרווה Fur קטגוריה:פרווה Fur clothing בגדי פרווה Fur farming תעשיית הפרוות Fur language שפת פור Fur people פור Fur seal דובי ים Furby פרבי Fureidis פוריידיס Furious 7 מהיר ועצבני 7 Furipteridae פורפטריים Furisode פוריסודה Furnace כבשן Furniture קטגוריה:ריהוט Furniture רהיט Furosemide פורוסמיד Furrina פורינה Furry fandom פאנדום פרוותי Fuse מרעום Fuse נתיך Fushigi no Kuni no Alice עליסה בארץ הפלאות Fushimi Castle טירת פושימי Fushun פושון Fusion פיוז'ן Fusion cuisine פיוז'ן Fusion protein חלבון כימרי Fusuma פוסומה Futalognkosaurus פוטאלונגקוזאורוס Futhark פותארק Futon פוטון Futsal קטרגל Futura International Airways פוטורה Futurama פיוצ'רמה Futurama קטגוריה:פיוצ'רמה Futurama תבנית:פיוצ'רמה Futurama Comics פיוצ'רמה קומיקס Futurama characters קטגוריה:דמויות פיוצ'רמה Future עתיד Future קטגוריה:ערכי עתיד Future Boy Conan Future Boy Conan Future Diary יומן העתיד Future Movement זרם העתיד Future Now Tour Future Now Tour Future Shock הלם העתיד Future bass פיוצ'ר באס Future events קטגוריה:אירועים עתידיים Future value ערך עתידי FutureSex/LoveSounds FutureSex/LoveSounds Futures contract חוזה עתידי Futures studies עתידנות Futurism פוטוריזם Futurism קטגוריה:פוטוריזם Futurist artists קטגוריה:אמנים פוטוריסטים Futurist painting קטגוריה:ציור פוטוריסטי Futurist sculpture קטגוריה:פיסול פוטוריסטי Futurologists קטגוריה:עתידנים Futurology קטגוריה:עתידנות Futuroscope פוטורוסקופ Fuxi פו שי Fuze מרעום Fuzzy logic לוגיקה עמומה Fxp300 User:Fxp300 Fylkir פיילקיר Fyodor Apraksin פיודור אפרקסין Fyodor Dostoyevsky פיודור דוסטויבסקי Fyodor Kudryashov פיודור קודריאשוב Fyodor Lesh פיודור לש Fyodor Litke פיודור ליטקה Fyodor Raskolnikov פיודור רסקולניקוב Fyodor Romodanovsky פיודור רומודנובסקי Fyodor Tolbukhin פיודור טולבוחין Fyodor Tyutchev פיודור טיוטצ'ב Fyodor Ushakov פיודור אושקוב Fyodor Viktorovich Vinberg פיודור וינברג Fábio Aurélio פאביו אאורליו Fábio Coentrão פאביו קונטראו Fábio Júnior Pereira פאביו ג'וניור פריירה Fårikål פוריקול Fédération Aéronautique Internationale הפדרציה הבינלאומית לאווירונאוטיקה Fédération Cynologique Internationale הפדרציה הבינלאומית לכלבנות Fédération Cynologique Internationale Groups קבוצות הפדרציה הבינלאומית לכלבנות Fédération Cynologique Internationale members קטגוריה:חברי הפדרציה הבינלאומית לכלבנות Fédération Internationale de Motocyclisme הפדרציה הבינלאומית לאופנועים Fédération Internationale de Philatélie האיגוד הבינלאומי לבולאות Fédération Internationale de Volleyball הפדרציה הבינלאומית לכדורעף Fédération Luxembourgeoise de Football logo.svg קובץ:Luxembourg FA.gif Félix Amiot פליקס אמיו Félix Bonfils פליקס בונפיס Félix Faure פליקס פור Félix Fénéon פליקס פנאון Félix Houphouët-Boigny פליקס הופואה-בואני Félix Lavilla פליקס לאווילה Félix Leclerc פליקס לקלר Félix Sesúmaga פליקס ססומאגה Félix Sánchez פליקס סאנצ'ס Félix Éboué פליקס אבואה Fête de la Musique חג המוזיקה Föhrenwald פרנוואלד Füchse Berlin Reinickendorf HBC פוקסה ברלין Führer פיהרר Führer Headquarters אתרי המפקדה של אדולף היטלר Führerbunker פיהררבונקר Für Danzig המנון העיר החופשית דנציג Für Elise לאליזה Fürst פירסט Fürstenberg פירסטנברג Fürstengrube subcamp פירסטנגרובה Fürth פירט Fălticeni פלטיצ'ן Făt-Frumos פט פרומוס Fıraktın relief תבליט פירקטין G G G ג'י G סול G 208-44/208-45 V1581 בברבור G Hannelius ג'י הנליוס G factor גורם g G protein חלבון G G protein–coupled receptor קולטן המצומד לחלבון G G&L Musical Instruments G&L G-Shock G-Shock G-Unit ג'י יוניט G-module G-מודול G-spot נקודת ג'י G-suit חליפת ג'י G-type main-sequence star כוכב הסדרה הראשית מסוג G G-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג G G. Bridge ג'. וו. ברידג' G. Chesterton ג. צ'סטרטון G. Dimitrov גאורגי מיחוב דימיטרוב G. Hardy גודפרי הרולד הארדי G. Moore ג. מור G. Ramachandran גופאלאסמודרם ראמצ'נדרן G. Taylor ג'. טיילור G. Yafit ג. יפית G.D. Estoril Praia אשטוריל G.D. Estoril Praia players קטגוריה:כדורגלני אשטוריל G.I. G.I. G.I. Joe ג'י. איי. ג'ו G.I. Joe: A Real American Hero כוח המחץ G.I. Joe: Retaliation ג'י איי ג'ו: סוגרים חשבון G.I. Joe: The Rise of Cobra ג'י. איי. ג'ו כוח המחץ G.R.L. G.R.L. G.U.Y. G.U.Y. G.fast G.fast G1.9+0.3 סופרנובה G1.9+0.3 G20 G-20 G3 G3 G3 - Live in Denver.jpg תמונה:G3 - Live in Denver.jpg G3: Live in Concert G3: Live in Concert G3: Live in Denver G3: Live in Denver G3: Live in Tokyo G3: Live in Tokyo G3tok.jpg תמונה:G3tok.jpg G4 G4 G4S G4S G8 nations תבנית:ארגון המדינות המתועשות GA Ga GAIS גאיס GALEX טלסקופ החלל גלקס GAT גת GAU-7 cannon GAU-7 GAZ גא"ז GAZ Tiger GAZ-2330 Tigr GAZ-21 וולגה גא"ז 21 GAZ-66 GAZ 66 GAZ-69 GAZ-69 GAZ-M20 Pobeda פובדה GB-PVR GB-PVR GBU-15 GBU-15 GBU-28 GBU-28 GBU-43/B Massive Ordnance Air Blast GBU-43/B מאסיב אורדננס אייר בלאסט GBU-53/B ברד חד GBdeZeeuw/sandbox מתיחת פנים GC GC GCI Universal Gemological Laboratories ג'י. סי. איי. - מרכזים גמולוגים בינלאומיים GConf GConf GD Gd GDDR SDRAM GDDR GDP deflator מדד מחירי התוצר GDRT מלך אקסום גדרט GDebi GDebi GEDCOM GEDCOM GERphysicist/Synchrotron x-ray scanning tunneling microscopy מיקרוסקופ מינהור סורק GFDL תבנית:GFDL GFDL files קטגוריה:ויקיפדיה - תמונות GFDL GG Allin ג'י ג'י אלין GIF GIF GIF Sundsvall players קטגוריה:כדורגלני סונדסוואל GIGN GIGN GIMP GIMP GIOVE GIOVE GJ 1005 GJ 1005 GJ 3379 GJ 3379 GKS Katowice גאקאאס קטוביצה GLAAD הליגה ההומו-לסבית נגד השמצה GLAAD Media Award פרסי התקשורת של הליגה ההומו-לסבית נגד השמצה GLAM ויקיפדיה:מיזמי ויקיפדיה/גלאם GLAM/National Library of Israel ויקיפדיה:מיזמי ויקיפדיה/גלאם/הספרייה הלאומית GLONASS GLONASS GMC GMC GMT GMT GMann1917.jpg קובץ:GMann1917.jpg GN-108036 GN-108036 GNK Dinamo Zagreb דינמו זאגרב GNK Dinamo Zagreb managers קטגוריה:מאמני דינמו זאגרב GNK Dinamo Zagreb players קטגוריה:כדורגלני דינמו זאגרב GNOME GNOME GNOME קטגוריה:GNOME GNOME תבנית:GNOME GNOME Character Map מפת התווים של GNOME GNOME Files נאוטילוס GNOME Foundation קרן GNOME GNOME Keyring GNOME Keyring GNOME Panel לוח GNOME GNOME Shell GNOME Shell GNOME Terminal מסוף GNOME GNSS augmentation הגברה של מערכת ניווט לוויינית GNU גנו GNU Affero General Public License הרשיון הציבורי הכללי של אפרו GNU Compiler Collection GCC GNU Debugger GNU Debugger GNU Free Documentation License הרישיון לשימוש חופשי במסמכים של גנו GNU GRUB GRUB GNU General Public License הרישיון הציבורי הכללי של גנו GNU Hurd Hurd GNU Lesser General Public License הרישיון הציבורי הכללי המוקטן של גנו GNU Project פרויקט גנו GNU bison GNU bison GO Go GOC Army Headquarters זרוע היבשה GOELRO plan תוכנית גואלרו GOER משתמש:H2O GOOD Music GOOD Music GPS Aided GEO Augmented Navigation GAGAN GPS Block IIIA GPS Block IIIA GPS signals אותות GPS GPa Hill/SandVWorkInProgress סאקו וונצטי GParted GParted GPodkolzin משתמש:GPodkolzin GQ GQ GRB 090423 GRB 090423 GSG 9 GSG-9 GSI Helmholtz Centre for Heavy Ion Research מרכז הלמהולץ למחקר יונים כבדים GSM GSM GSP Stadium אצטדיון GSP GSh-18 Gsh-18 GT67/hypertension יתר לחץ דם GTK+ GTK+ GTK+ קטגוריה:GTK+ GUM גום GUVD Saint Petersburg.png GUVD Saint Petersburg.pngקובץ: GX משגר GX GZA ג'יזה Ga'ash געש Ga'aton געתון Ga'aton River נחל געתון Ga-ga גע גע גע Gaafar Nimeiry ג'עפר נומיירי Gaal געל בן עבד Gaash געש Gabai גבאי Gabala FC players קטגוריה:כדורגלני גבאלה Gabala FK גבאלה Gabar goshawk נץ גבאר Gabardine גברדין Gabashvili גבשווילי Gabbai גבאי Gabbro גברו Gabby Douglas גבי דאגלס Gabe Newell גייב ניוול Gabe Pruitt גייב פרואיט Gabi גאבי Gabi גבי Gabi Ashkenazi גבי אשכנזי Gabi Gazit גבי גזית Gabi Lasri גבי לסרי Gabi Siboni גבי סיבוני Gabon גבון Gabon קטגוריה:גבון Gabon at the Olympics גבון במשחקים האולימפיים Gabon at the Paralympics גבון במשחקים הפאראלימפיים Gabon national basketball team נבחרת גבון בכדורסל Gabon national football team נבחרת גבון בכדורגל Gabonese basketball players קטגוריה:כדורסלנים גבונים Gabonese footballers קטגוריה:כדורגלנים גבונזים Gabonese people קטגוריה:גבונזים Gabonese politicians קטגוריה:פוליטיקאים גבונזים Gaboon viper ביטיס גבוני Gabor Maté גאבור מטה Gaborone גאבורון Gabourey Sidibe גבורי סידיבי Gabri García גברי גארסיה Gabriel גבריאל Gabriel Almond גבריאל אלמונד Gabriel Bach גבריאל בך Gabriel Baer גבריאל בר Gabriel Barbosa גבריאל ברבוסה Gabriel Barkay גבריאל ברקאי Gabriel Batistuta גבריאל בטיסטוטה Gabriel Betancourt גבריאל בטנקור Gabriel Bethlen גאבור בתלן Gabriel Byrne גבריאל ביירן Gabriel Báthory גאבור באטורי Gabriel Cramer גבריאל קרמר Gabriel Fauré גבריאל פורה Gabriel García Márquez גבריאל גארסיה מארקס Gabriel Giurgiu גבריאל ג'ורג'ו Gabriel Hallevy גבריאל הלוי Gabriel Heinze גבריאל היינצה Gabriel Herman גבריאל הרמן Gabriel Judah Lichtenfeld גבריאל יהודה ליכטנפלד Gabriel Lamé גבריאל לאמה Gabriel Levin גבריאל לוין Gabriel Lippmann גבריאל ליפמן Gabriel Mann גבריאל מאן Gabriel Milito גבריאל מיליטו Gabriel Naddaf גבריאל נדאף Gabriel Narutowicz גבריאל נרוטוביץ' Gabriel Obertan גבריאל אוברטן Gabriel Paletta גבריאל פאלטה Gabriel Piguet גבריאל פיגה Gabriel Preil גבריאל פרייל Gabriel Revel גבריאל רבל Gabriel Riesser גבריאל ריסר Gabriel Talphir גבריאל טלפיר Gabriel Tamaș גבריאל תאמאש Gabriel Tarde גבריאל דה טארד Gabriel Thomson גבריאל תומסון Gabriel Yared גבריאל יארד Gabriel and Maxim Shamir האחים שמיר Gabriel of Our Lady of Sorrows גבריאלה פוסנטי Gabriel's Horn שופר גבריאל Gabriel's Revelation חזון גבריאל Gabriela Michetti גבריאלה מיקטי Gabriela Mistral גבריאלה מיסטרל Gabriela Sabatini גבריאלה סבטיני Gabriela Shalev גבריאלה שלו Gabriela Silang גבריאלה סילאנג Gabriela Spanic גבריאלה ספניק Gabriela Szabo גבריאלה סאבו Gabriele D'Annunzio גבריאלה ד'אנונציו Gabriele Nasci גבריאלה נאשי Gabriele Reinsch גבריאלה ריינש Gabriele Veneziano גבריאל ונציאנו Gabrieli גבריאלי Gabriella Cilmi גבריאלה צ'ילמי Gabrielle Giffords גבריאל גיפורדס Gabriël Metsu גבריאל מטסו Gabrovo גברובו Gabrovo Province גברובו Gabrán mac Domangairt גאבראן מק דומאנגארט Gaby Casadesus גבי קאסאדסי Gaby Espino גבי אספינו Gabès גאבס Gabú גאבו Gachiani גאצ'יאני Gackt Gackt Gad גד Gad גד החוזה Gad Avigad גד אביגד Gad Barzilai גד ברזילי Gad Beck גד בק Gad Elbaz גד אלבז Gad Elmaleh גד אלמלח Gad Machnes גד מכנס Gad Navon גד נבון Gad Shimron גד שמרון Gad Tedeschi גד טדסקי Gad Tsobari גד צברי Gad Yaacobi גד יעקבי Gadget גאדג'ט Gadget עזרה:גאדג'טים Gadi Brumer גדי ברומר Gadi Eizenkot גדי איזנקוט Gadi Kinda גדי קינדה Gadi Shamni גדי שמני Gadi Taub גדי טאוב Gadi V. user:גדי ו. Gadi Yatziv גדי יציב Gadid גדיד Gadidae קטגוריה:בקליים Gadiformes קטגוריה:בקלאים Gadish גדיש Gadna גדנ"ע Gadna Tel Aviv Yehuda F.C. גדנ"ע יהודה Gadna Tel Aviv Yehuda F.C. players קטגוריה:כדורגלני גדנ"ע יהודה Gado-gado גאדו-גאדו Gadol גדול הדור Gadolinist פאראמגנטיות Gadolinite גדוליניט Gadolinium גדוליניום Gadot גדות Gadsar Nahal חטיבת הנח"ל#סיירת נח"ל Gadsden גדסדן Gadsden Purchase רכישת גדסדן Gadsden flag דגל גדסדן Gadus בקלה Gadwall ברווז אפור Gael García Bernal גאל גרסיה ברנאל Gael Grunewald גאל גרינוולד Gael Margulies גאל מרגוליס Gaelic גאלית Gaeltacht גיילטאכט Gaetano Antoniazzi גטאנו אנטוניאצי Gaetano Donizetti גאטנו דוניצטי Gaetano Merola גטאנו מרולה Gaetano Mosca גאטנו מוסקה Gaetano Scirea גאטאנו שיראה Gaetano and Pietro Sgarabotto גאטנו ופייטרו זגאראבוטו Gaf گ Gaffney גפני Gafsa גאפסה Gag גג Gag מחסום פה Gag order איסור פרסום Gagarin Cup גביע גגארין Gagauz language גגאוזית Gagauz people גגאוזים Gagauzia גגאוזיה Gagea זהבית Gagik גאגיק Gagik of Kakheti מלך קאחתי גאגיק Gagny גני Gagra גגרה Gagra District גגרה Gahal גח"ל Gahnite גאהניט Gai Assulin גיא אסולין Gai lan ברוקולי סיני Gaia גאיה Gaia טלסקופ החלל גאיה Gaia Movement תנועת גאיה Gaia hypothesis השערת גאיה Gail Carson Levine גייל קרסון לוין Gail Devers גייל דיברס Gail Fisher גייל פישר Gail Godwin גייל גודווין Gail Goodrich גייל גודריץ' Gail Hareven גיל הראבן Gail Neall גייל ניל Gail Simone גייל סימון Gaios גאיוס Gaius Antonius גאיוס אנטוניוס Gaius Asinius Pollio גאיוס אסיניוס פוליו Gaius Asinius Quadratus אסיניוס קוודראטוס Gaius Atilius Regulus Serranus גאיוס אטיליוס רגולוס Gaius Caesar גאיוס קיסר Gaius Cassius Longinus גאיוס קסיוס לונגינוס Gaius Claudius Nero גאיוס קלאודיוס נרו Gaius Duilius גאיוס דואיליוס Gaius Flaminius Nepos גאיוס פלאמיניוס נפוס Gaius Gracchus גאיוס סמפרוניוס גרקכוס Gaius Julius Quadratus Bassus גאיוס יוליוס קוודראטוס באסוס Gaius Julius Solinus סולינוס Gaius Livius Salinator גאיוס ליוויוס סלינטור Gaius Lucilius גאיוס לוקיליוס Gaius Lutatius Catulus גאיוס לוטאטיוס קאטולוס Gaius Maecenas גאיוס קילניוס מאיקנס Gaius Marcius Coriolanus גאיוס מרקיוס קוריולאנוס Gaius Marius גאיוס מריוס Gaius Marius the Younger גאיוס מריוס הבן Gaius Matius גאיוס מאטיוס Gaius Mucius Scaevola גאיוס מוקיוס סקבולה Gaius Musonius Rufus מוסוניוס רופוס Gaius Oppius גאיוס אופיוס Gaius Servilius Ahala גאיוס סרוויליוס אהלה Gaius Servilius Geminus גאיוס סרוויליוס גמינוס Gaius Servilius Glaucia גאיוס סרביליוס גלאוקיה Gaius Sosius גאיוס סוסיוס Gaius Sulpicius Paterculus גאיוס סולפיקיוס פטרקולוס Gaius Terentius Varro גאיוס טרנטיוס וארו Gaius Ummidius Durmius Quadratus קוואדראטוס Gaiwan גייוואן Gaizka Mendieta גאיסקה מנדייטה Gakushūin גאקושין Gal Alberman גל אלברמן Gal Arel גל אראל Gal Barel גל בראל Gal Cohen גל כהן Gal Costa גל קוסטה Gal Fridman גל פרידמן Gal Gadot גל גדות Gal Mekel גל מקל Gal Nevo גל נבו Gal Nir גל ניר Gal On גלאון Gal Shish גל שיש Gal Weinstein גל וינשטיין Gal Yekutiel גל יקותיאל Gal'ed גלעד Gal-class submarine הצוללות מסדרת גל Gala גאלה Gala Galaction גאלא גאלאקטיון Galactic Empire האימפריה הגלקטית Galactic Penguin SST/sandbox/Space Shuttle מעבורת חלל Galactic Republic הרפובליקה הישנה Galactic astronomy אסטרונומיה גלקטית Galactic quadrant רביע גלקטי Galactica 1980 גלקטיקה 1980 Galactose גלקטוז Galactus גלקטוס Galadriel גלדריאל Galaga גלגה Galago גלגויים Galah קקדו ורדרד Galahad גלהאד Galaktion Tabidze גלקטיון טאבידזה Galam Cennalath מלך הפיקטים גאלאם קנאלאת' Galan Erilich מלך הפיקטים גאלאן Galangal גלנגל Galant music גאלאנט Galapagos hawk עקב גלאפגוס Galapagos land iguana איגואנה מצויצת Galapagos penguin פינגווין גלאפגוס Galapagos shark כריש גלאפגוס Galata גלאטה Galata Bridge גשר גלאטה Galata Tower מגדל גלאטה Galatasaray S.K. גלאטסראיי Galatasaray S.K. קטגוריה:כדורסלני גלאטסראיי Galatasaray S.K. קטגוריה:מאמני גלאטסראיי Galatasaray S.K. footballers קטגוריה:כדורגלני גלאטסראיי Galatea גלתיאה Galatia גלטיה Galatz גל"צ Galaxies ספר:גלקסיות Galaxies קטגוריה:גלקסיות Galaxy גלקסי Galaxy גלקסיה Galaxy Zoo Galaxy Zoo Galaxy cluster צביר גלקסיות Galaxy clusters קטגוריה:צבירי גלקסיות Galaxy filament נימה גלקטית Galaxy formation and evolution היווצרות גלקסיות והתפתחותן Galaxy morphological types קטגוריה:סוגי גלקסיות Galaţi County מחוז גאלאץ Galați גאלאץ Galați קטגוריה:גאלאץ Galați County גאלאץ Galba גלבה Galbanum חלבנה Galdhøpiggen גלדהפיגן Gale גייל Gale מכתש גייל Gale Harold גייל הרולד Gale Hawthorne גייל הות'ורן Gale Wilhelm גייל וילהלם Galeazzo Ciano גליאצו צ'אנו Galeazzo II Visconti גלאצו ויסקונטי השני Galen קלאודיוס גלנוס Galena גלנה Galeras גלראס Galerella נמייה דקה Galerie nationale du Jeu de Paume הגלריה הלאומית ז'ה דה פום Galeries Lafayette גאלרי לפאייט Galerius גלריוס Galero גאלרו Galette גאלט Galgalatz גלגלצ Galgo Español גלגו ספרדי Gali גאלי Gali Atari גלי עטרי Galia Sabar גליה צבר Galia melon מלון גליה Galicia גליסיה Galicia גליציה Galicia קטגוריה:גליסיה Galicia קטגוריה:גליציה Galician Jews יהדות גליציה Galician language גליסית Galictis גריזון Galidictis נמייה מלגשית Galil ACE גליל ACE Galil Ben Shanan גליל בן שאנן Galil Jewish–Arab School בית הספר גליל Galila Ron-Feder Amit גלילה רון־פדר-עמית Galileah משתמש:Galileah Galilean moons הירחים הגליליאניים Galilean transformation טרנספורמציית גליליי Galilee גלילי Galilee הגליל Galilee קטגוריה:הגליל Galilee Panhandle אצבע הגליל Galilee Squadron טייסת הגליל Galilee Taibe טייבה Galilee earthquake of 1837 רעידת האדמה בצפת Galileo גלילאו Galileo קטגוריה:גלילאו Galileo Galilei גלילאו גליליי Galileo Galilei planetarium פלנטריום גלילאו גליליי Galileo thermometer מדחום גלילאו Galileo's paradox הפרדוקס של גלילאו Galileo's ship הספינה של גלילאו Galina Gorokhova גלינה גורוחובה Galina Kulakova גלינה קולקובה Galina Prozumenshchikova גלינה פרוזומנשיקובה Galina Ulanova גלינה אולנובה Galina Vishnevskaya גלינה וישנבסקאיה Galina Zybina גלינה זיבינה Galiot גאליוט Galis גאליס Galit Chait גלית חייט Galit Gutmann גלית גוטמן Galit Hasan-Rokem גלית חזן-רוקם Galium דבקה Gall גאל Gall עפץ Gall wasp צרעת העפצים Galla Gaulo גאלה גאולו Galla Placidia גאלא פלקידיה Gallagher גלאגר Gallatin Range רכס גאלאטין Gallaudet University אוניברסיטת גאלדט Gallbladder כיס המרה Galle גאלה Galleass גליאצה Gallego גאייגו Galleon גליאון Galleria Borghese גלריה בורגזה Galleria Borghese קטגוריה:גלריה בורגזה Galleria Nazionale d'Arte Antica הגלריה הלאומית האיטלקית לאמנות עתיקה Galleria Nazionale d'Arte Moderna הגלריה הלאומית לאמנות מודרנית Galleria Nazionale dell'Umbria הגלריה הלאומית של אומבריה Galleria dell'Accademia האקדמיה לאמנות של פירנצה Gallerie dell'Accademia גלריית האקדמיה Gallery of country coats of arms גלריית סמלי מדינות העולם Gallery of sovereign state flags גלריית דגלי מדינות העולם Galley ספינת משוטים Galley Slave המגיה Gallia גאליה Gallia Aquitania גאליה אקוויטניה Gallia Belgica גאליה בלגיקה Gallia Celtica גאליה קלטיקה Gallia Narbonensis גאליה נארבוננסיס Galliano גליאנו Gallic Empire האימפריה הגאלית Gallic Wars מלחמת גאליה Gallic Wars קטגוריה:מלחמת גאליה Gallic acid חומצה גאלית Gallienus גליאנוס Galliformes קטגוריה:תרנגולאים Galliformes תרנגולאים Gallifrey גאליפריי Gallimimus גלימימוס Gallipoli גליפולי Gallipoli Campaign מערכת גליפולי Gallium גליום Gallium arsenide גליום ארסניד Gallium nitride גליום ניטריד Gallo-Iberian languages קטגוריה:שפות גאלו-איבריות Gallo-Italic languages קטגוריה:שפות גאלו-איטליות Gallo-Rhaetian languages קטגוריה:שפות גאלו-רטיות Gallo-Romance languages קטגוריה:שפות גאלו-רומאניות Galloanserae קטגוריה:דמויי תרנגול Gallon גלון Gallows גרדום Gallstone אבני כיס מרה Gallus Anonymus גאלוס אנונימוס Gall–Peters projection היטל גל-פטרס Galois extension הרחבת גלואה Galois group חבורת גלואה Galois theory קטגוריה:תורת גלואה Galois theory תורת גלואה Galois/Counter Mode GCM Galop גאלופ Galoshes ערדליים Galvanic anode אנודת הקרבה Galvanometer גלוונומטר Galveston גלווסטון Galveston Bay מפרץ גלווסטון Galway גולוויי Galzigler User:Galzigler Galápagos גלפגוס Galápagos Islands איי גלאפגוס Galápagos Islands קטגוריה:איי גלאפגוס Galápagos dove תור גלאפגוס Galápagos fur seal דוב ים גלאפגוס Galápagos mockingbird חקיין גלאפגוס Galápagos sea lion אריה ים גלאפגוס Galápagos tortoise צב גלאפגוס Gamal Abdel Nasser גמאל עבד אל נאצר Gamal Mubarak גמאל מובארכ Gamal al-Banna גמאל אל-בנא Gamalama גמאלמה Gamaliel גמליאל Gamaliel רבן גמליאל הזקן Gamaliel II רבן גמליאל דיבנה Gamaliel III רבן גמליאל ברבי Gamaliel IV רבן גמליאל הרביעי Gamaliel V רבן גמליאל החמישי Gamalost גמלוסט Gamba Osaka players קטגוריה:כדורגלני גמבה אוסקה Gambas גאמבס Gambel's quail שליו גמבל Gambela Region גמבלה Gambela Region קטגוריה:גמבלה Gambero Rosso גמברו רוסו Gambia River גמביה Gambia national basketball team נבחרת גמביה בכדורסל Gambia national football team נבחרת גמביה בכדורגל Gambian footballers קטגוריה:כדורגלנים גמביאנים Gambian mongoose נמייה מפוספסת גמביאנית Gambian people קטגוריה:גמביאנים Gambian pouched rat חולדה אוגרת גמביאנית Gambier Islands איי גמבייה Gambit גמביט Gambler's fallacy כשל המהמר Gambling הימור Gambling קטגוריה:הימורים Gambling in Macau הימורים במקאו Game משחק Game & Watch Game & Watch Game Boy Advance Game Boy Advance Game Boy games קטגוריה:משחקי גיים בוי Game Boy line גיים בוי Game Center Game Center Game Dev Tycoon Game Dev Tycoon Game Gear סגה גיים גיר Game engine מנוע גרפי Game of Chefs משחקי השף Game of Death משחק המוות Game of Thrones משחקי הכס Game of chance משחק מזל Game reserves of South Sudan קטגוריה:דרום סודאן: שמורות ציד Game server שרת משחק Game show שעשועון Game shows קטגוריה:שעשועוני טלוויזיה Game studies לודולוגיה Game templates קטגוריה:תבניות ניווט - משחקים Game theorists קטגוריה:חוקרי תורת המשחקים Game theory קטגוריה:תורת המשחקים Game theory תורת המשחקים Game tree עץ משחק Game try Game trial bid Game user templates קטגוריה:ויקיפדיה - משתמש - משחקים GameCube Nintendo GameCube GameSpot GameSpot GameSpy GameSpy Gamebook ספר משחק Gamelan גמלאן Gameloft Gameloft Gamer גיימר Games פורטל:משחקים Games קטגוריה:משחקים Games of chance קטגוריה:משחקי מזל Games of mental skill קטגוריה:משחקי חשיבה Games on Sega platforms קטגוריה:משחקי סגה Gamete תא רבייה Gametophyte גמטופיט Gamification משחוק Gaming the system כיפוף הכללים Gamla גמלא Gamla nature reserve גמלא Gamliel Cohen גמליאל כהן Gamma גמא Gamma Crucis גקרוקס Gamma Geminorum אלהנה Gamma Leonis אלגיבה Gamma Ursae Majoris פקדא Gamma Velorum רגור Gamma distribution התפלגות גמא Gamma function פונקציית גמא Gamma matrices מטריצות גאמה של דיראק Gamma ray קרינת גמא Gamma-Aminobutyric acid GABA Gamma-Hydroxybutyric acid GHB Gamma-ray burst התפרצות גמא Gamma-ray bursts קטגוריה:התפרצויות גמא Gammelstaden גמלסטד Gamora גאמורה Gamprin גמפרין Gamsakhurdia גמסחורדיה Gamu-Gofa גמו גופה Gamzigrad ארמון גלריוס בגמיזגראד Gan HaDarom גן הדרום Gan HaEm גן האם Gan HaShlosha National Park גן השלושה Gan HaShomron גן השומרון Gan Haim גן חיים Gan Ner גן נר Gan Ner Sports Hall היכל הספורט גן נר Gan Or גן אור Gan Raveh Regional Council מועצה אזורית גן רווה Gan Raveh Regional Council קטגוריה:מועצה אזורית גן רווה Gan Raveh Regional Council תבנית:מועצה אזורית גן רווה Gan River גאן Gan Shmuel גן שמואל Gan Sorek גן שורק Gan Yavne גן יבנה Gan Yoshiya גן יאשיה Ganache גנאש Ganciclovir גנציקלוביר Gandalf גנדאלף Gandalf Award פרס גנדלף Gandhara גנדהארה Gandhi גנדי Gandhi Peace Prize פרס גנדי לשלום Gandhi Smriti גנדי סמריטי Gandia גנדיה Ganei Am גני עם Ganei Hadar גני הדר Ganei Tal גני טל Ganei Tikva גני תקווה Ganei Tzahala צהלה#השכונות הסובבות Ganei Yohanan גני יוחנן Ganesha גנש Gang כנופיה Gang Starr גאנג סטאר Gang of Four כנופיית הארבעה Gang rape אונס קבוצתי Gang-gang cockatoo קקדו גאנג גאנג Ganges גנגס Ganges קטגוריה:הגנגס Ganges shark כריש הגנגס Gangkhar Puensum גאנגק'אר פואנסום Ganglion גנגליון Gangnam Style גנגנם סטייל Gangrene נמק Gangs קטגוריה:כנופיות Gangs of New York כנופיות ניו יורק Gangsta rap גנגסטא ראפ Gangsta's Paradise Gangsta's Paradise Gangster Squad יחידת גנגסטרים Gangulphus גנגולפוס Gangut-class battleship אוניות המערכה מסדרת סבסטופול Ganim גנים Ganirelix גנירליקס Ganjnameh כתובת גנג'נאמה Gankutsuou: The Count of Monte Cristo גנקוטסואו - הרוזן ממונטה כריסטו Ganot גנות Ganot Hadar גנות הדר Gansu גאנסו Gantrisch גאנטריש Gantt chart גאנט Ganymede גנימד Ganymede גנימדס Ganz גאנז Ganzhou גאנג'ואו Gao גאו Gao Xingjian גאו שינג'יאן Gaon גאון Gap GAP Gap Inc. גאפ Gar דג התנין Gar'in גרעין התיישבות Gara Garayev גארא גאראייב Garage Inc. Garage Inc. Garage rock גראז' רוק Garage sale מכירת גראז' Garajonay National Park הפארק הלאומי גרחונאי Garam מלח Garam masala גאראם מסאלה Garamba National Park הפארק הלאומי גרמבה Garash cake עוגת גאראש Garbage Garbage Garbage Pail Kids חבורת הזבל Garbage collection איסוף זבל Garbage truck רכב לפינוי אשפה Garbanzo bean חמצה Garbiñe Muguruza גרביניה מוגורוסה Garbuz גרבוז Garcia de Nodal expedition משלחת גארסייה דה נודאל García גארסיה García López de Cárdenas גרסיה לופס דה קרדנס Garda Síochána גארדה שיכנה Garden גן Garden Bridge גשר הגן Garden Ring טבעת הגנים Garden city movement עיר גנים Garden gnome liberationists שחרור גמדי גינה Garden of Eden גן עדן Garden of Eden קטגוריה:גן עדן Garden of Shadows גן של צללים Garden of the Missing in Action גן הנעדרים Garden salad סלט ירוק Garden warbler סבכי אפור Gardener גנן Gardening גינון Gardens קטגוריה:גנים Gardens in Rome קטגוריה:רומא: גנים Gardens in Russia קטגוריה:רוסיה: גנים Gardens of Lucullus גני לוקולוס Gardens of Sallust גני סאלוסטיוס Gardermoen Oslo Airport נמל התעופה הבינלאומי אוסלו גרדרמואן Gardner גרדנר Gardner Fox גרדנר פוקס Gare Saint-Lazare תחנת סן לאזאר Gare de Lyon Saint-Exupéry גאר דה ליון סנט-אכזופרי Gare de Paris-Est תחנת הרכבת פריז-מזרח Gare du Nord גאר די נור Gareth Bale גארת' בייל Gareth Barry גארת' בארי Gareth Southgate גארת' סאות'גייט Gareth Thomas גארת' תומאס Garfield גארפילד Garfield Gets Real גארפילד הופך לאמיתי Garfield administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'יימס גרפילד Garfield and Friends גארפילד Garfinkel גרפינקל Garfunkel גרפונקל Gargamel גרגמל Garganey קרקיר Gargantua and Pantagruel גרגנטואה ופנטגרואל Gargoyle גרגויל Gargoyleosaurus גרגוילאוזאורוס Garigliano גריליאנו Garin Torani גרעין תורני Garin Tzabar צופי צבר#גרעין צבר - גרעין עלייה Garissa גאריסה Garissa University College attack מתקפת הטרור באוניברסיטת גאריסה בקניה Garland גרלנד Garlic שום Garlic bread לחם שום Garlic press כותש שום Garmin גרמין Garmisch-Partenkirchen גרמיש-פרטנקירכן Garner גארנר Garnet גארנט Garnet group קטגוריה:גארנט Garni Gorge קניון גארני Garonne גארון Garra ghorensis עגולסת סדום Garret FitzGerald גרט פיצג'רלד Garret Hobart גארט הוברט Garrett Camp גארט קמפ Garrett Clayton גארט קלייטון Garrett Hardin גארט הרדין Garrett Hedlund גארט הדלונד Garrett Morris גארט מוריס Garrett Wang גארט וונג Garrett Weber-Gale גארט ובר-גייל Garrick ross.jpg קובץ:Garrick ross.jpg Garrido גארידו Garrincha גארינצ'ה Garrison גריסון Garrison חיל מצב Garrison Keillor גאריסון קיילור Garrulus עורבני Garry Kasparov גארי קספרוב Garry Shandling גארי שנדלינג Garry Winogrand גארי וינוגרנד Garry's Mod Garry's Mod Gartel גרטל Garter בירית Garth אקווהלאד Garth Brooks גארת' ברוקס Garth Ennis גארת' אניס Gartnait I מלך הפיקטים גרטנייט הראשון Gartnait II מלך הפיקטים גרטנייט השני Gartnait III מלך הפיקטים גרטנייט השלישי Gartnait IV מלך הפיקטים גרטנייט הרביעי Gartner גרטנר Garuda גארודה Garuda Indonesia גארודה אינדונזיה Garum גארום Garvan–Olin Medal מדליית גרוון-אולין Garwolin גרבולין Gary גרי Gary Ackerman גארי אקרמן Gary Barlow גארי בארלו Gary Barnett גארי ברנט Gary Becker גארי בקר Gary Bertini גארי ברתיני Gary Bettman גארי בטמן Gary Burton גארי ברטון Gary Busey גארי ביוסי Gary Cahill גארי קייהיל Gary Clark גארי קלארק Gary Cole גארי קול Gary Coleman גארי קולמן Gary Cooper גרי קופר Gary David Goldberg גארי דייוויד גולדברג Gary Francione גארי פרנציון Gary Go גארי גואו Gary Grubbs גארי גרובס Gary Gubner גרי גובנר Gary Gygax גארי גייגקס Gary Hall Jr. גארי הול ג'וניור Gary Hall Sr. גארי הול סניור Gary Hunt גארי האנט Gary Johnson גארי ג'ונסון Gary Kagelmacher גארי קגלמאכר Gary Karr גארי קאר Gary Kildall גארי קילדל Gary Larson גארי לארסון Gary Lewis & the Playboys גארי לואיס והפלייבויז Gary Lineker גארי ליניקר Gary McAllister גארי מקאליסטר Gary Medel גארי מדל Gary Moore גרי מור Gary Neal גארי ניל Gary Neville גארי נוויל Gary Oldman גארי אולדמן Gary Payton גארי פייטון Gary Peters גרי פיטרס Gary Ridgway גארי רידג'ווי Gary Shteyngart גארי שטיינגרט Gary Sinise גארי סיניז Gary Speed גארי ספיד Gary Vandermolen גרי ונדרמולן Gary Yourofsky גארי יורופסקי Garçon à la pipe נער עם מקטרת Garðabær גארדבאיר Gas גז Gas chamber תא גזים Gas constant קבוע הגזים Gas cylinder בלון גז Gas giant ענק גזים Gas lighting תאורת גז Gas mask מסכת גז Gas turbine טורבינת גז Gas van משאית גז Gascony גסקוניה Gases קטגוריה:גזים Gaslight אורות הגז Gasoline בנזין Gaspar Graziani גספאר גראציאני Gaspar Strait מצר גאספאר Gaspar da Gama גשפר דה גמה Gaspar de Lemos גשפר דה למוש Gaspard Bauhin גספר בוהין Gaspard II de Coligny גאספאר דה קוליני השני Gaspard Monge גספאר מונז' Gaspard-Gustave de Coriolis גספאר גוסטב קוריוליס Gaspare Spontini גספרה ספונטיני Gasparo da Salò גספארו דה סאלו Gastineau Channel תעלת גאסטינו Gaston Bachelard גסטון בשלאר Gaston Billotte גסטון ביוט Gaston Julia גסטון ג'וליה Gaston Lenôtre גסטון לנוטר Gaston Leroux גסטון לרו Gaston Maspero גסטון מספרו Gaston Salmon גסטון סלמון Gaston Salvatore גסטון סלווטורה Gastornis גסטורניס Gastrectomy גסטרקטומיה Gastric bypass surgery ניתוח מעקף קיבה Gastric lavage שטיפת קיבה Gastric lymphoma לימפומה של הקיבה Gastrin גסטרין Gastritis דלקת רפידת הקיבה Gastrocnemius muscle שריר הסובך Gastroduodenal artery עורק הקיבה והתריסריון Gastroenterology גסטרואנטרולוגיה Gastroenterology קטגוריה:מערכת העיכול Gastroesophageal reflux disease רפלוקס קיבתי-ושטי Gastrointestinal bleeding דימום מדרכי העיכול Gastrointestinal cancer קטגוריה:גידולים ממאירים באיברי העיכול Gastrointestinal stromal tumor גיסט Gastrolith גסטרולית Gastronomy גסטרונומיה Gastroparesis גסטרופרזיס Gastropoda חלזונות Gastropods קטגוריה:חלזונות Gastropub גסטרופאב Gastrulation גסטרולציה Gastón Fernández גסטון פרננדס Gastón Gaudio גסטון גאודיו Gastón Ramírez גסטון ראמירס Gastón Soffritti גסטון סופריטי Gat Rimon גת רימון Gata Salvaje חתולה פראית Gatcombe Park גטקום פארק Gate שער Gate שער עלייה למטוס Gate of Europe שער אירופה Gate of Toledo שער טולדו Gates גייטס Gates McFadden גייטס מק'פאדן Gates in Jerusalem's Old City Walls קטגוריה:שערי ירושלים Gates of Alexander שערי אלכסנדר Gates of Fire שערי האש Gateshead גייטסהד Gateshead Talmudical College ישיבת בית יוסף Gateway Gateway Gateway שער Gateway Arch קשת השער Gateway Cities לוס אנג'לס ערי המעבר Gateway of India השער להודו Gath גת Gath-hepher גת חפר Gathering of Israel קיבוץ גלויות Gatling gun מקלע גאטלינג Gattaca מה קרה בגטקה? Gatwick Airport נמל התעופה לונדון גטוויק Gau גאו Gaucher's disease מחלת גושה Gauchito Gil גאוצ'יטו חיל Gaucho גאוצ'ו Gauda גאודה Gaudi Gaudi Gaudio משתמש:Gaudio Gaudiya Vaishnavism גאודיה ואישנוויזם Gauge boson בוזון כיול Gauge theory תורת כיול Gaugino גאוג'ינו Gauja גאויה Gaul גאליה Gauli Glacier גאולי Gaulish people קטגוריה:גאלים Gaulish-Brythonic mythology תבנית:המיתולוגיה הקלטית Gauls גאלים Gault Millau גו-מיו Gaultier גוטייה Gaumata גאומתה Gaumii salaam המנון המלדיביים Gaur גאור Gauss גאוס Gauss Tower מגדל גאוס Gauss circle problem בעיית המעגל של גאוס Gauss's constant קבוע גאוס Gauss's diary היומן של גאוס Gauss's law חוק גאוס Gauss's law for magnetism חוק גאוס למגנטיות Gauss's lemma הלמה של גאוס Gaussberg הר גאוס Gaussian beam קרן גאוסיאנית Gaussian elimination דירוג מטריצות Gaussian function גאוסיין Gaussian integer חוג השלמים של גאוס Gaussian integral אינטגרל גאוסיאני Gauss–Bonnet theorem משפט גאוס-בונה Gauss–Legendre algorithm אלגוריתם גאוס-לז'נדר Gauss–Lucas theorem משפט גאוס-לוקאס Gauss–Markov process סטטיסטיקת גאוס-מרקוב Gauss–Newton algorithm אלגוריתם גאוס-ניוטון Gautama Buddha גאוטמה בודהה Gautamgoa1984 עזרה:תפריט ראשי Gauteng חאוטנג Gauteng קטגוריה:חאוטנג Gauze גאזה Gav Ha'Uma גב האומה Gavel פטיש יושב ראש Gavialidae גאביאליים Gavialidae קטגוריה:גאביאליים Gaviiformes צוללנאים Gaviiformes קטגוריה:צוללנאים Gavin Crawford גאווין קרופורד Gavin Hamilton גאווין המילטון Gavin Harrison גווין האריסון Gavin McInnes גאווין מקאינס Gavin Newsom גווין ניוסם Gavotte גבוט Gavriel Cohen גבריאל כהן Gavriel Salomon גבריאל סלומון Gavriel Tsifroni גבריאל צפרוני Gavriel Zev Margolis גבריאל זאב מרגליות Gavriel Zinner גבריאל ציננער Gavriil Golovkin גבריאיל גולובקין Gavriil Ilizarov גבריל איליזרוב Gavriil Kharitonovich Popov גבריאיל פופוב Gavril Dejeu גאבריל דז'או Gavrila Derzhavin גברייל דרז'אבין Gavrilo Princip גברילו פרינציפ Gay גיי Gay Days הזמן הוורוד Gay Games המשחקים הגאים Gay Times גיי טיימס Gay actors קטגוריה:שחקנים הומוסקסואלים Gay and Lesbian Kingdom of the Coral Sea Islands הממלכה ההומו-לסבית של אי האלמוגים Gay bar גיי בר Gay bathhouse סאונה Gay pride גאווה Gay-Lussac's law חוק גה-ליסאק Gay-friendly גיי פרנדלי Gaya גאיה Gayane גאינה Gayatri Chakravorty Spivak גיאטרי צ'קרוורטי ספיבק Gayatri Mantra גאיטרי Gaydar גיידאר Gaylen Ross גיילן רוס Gaza עזה Gaza Barqa ברקה Gaza City עזה Gaza City קטגוריה:עזה Gaza District מחוז עזה Gaza Division אוגדת עזה Gaza Governorate קטגוריה:נפת עזה Gaza Huj הוג' Gaza Julis ג'וליס Gaza Mall קניון עזה Gaza Marathon מרתון עזה Gaza Sabra סברה Gaza Street דרך עזה Gaza Strip קטגוריה:רצועת עזה Gaza Strip רצועת עזה Gaza Strip smuggling tunnels מנהרות הברחה ברצועת עזה Gaza War מבצע עופרת יצוקה Gaza War מלחמת עזה Gaza envelope עוטף עזה Gaza envelope קטגוריה:עוטף עזה Gaza flotilla raid המשט לעזה Gaza synagogue בית הכנסת העתיק בעזה Gazankulu גאזאנקולו Gaza–Jericho Agreement הסכם קהיר Gazebo גזיבו Gazella erlangeri צבי ארלנג'ר Gazelle צבי Gazelle Valley עמק הצבאים Gazetteer גאזטיר Gaziantep גזיאנטפ Gaziantep Basketbol רויאל האלי גזיאנטפ Gaziantepspor גזיאנטפספור Gaziantepspor footballers קטגוריה:כדורגלני גזיאנטפספור Gazimuro-Zavodsky District גזימורו-זאבודסקי Gazit גזית Gazit-Globe גזית גלוב Gazoz גזוז Gazpacho גספצ'ו Gazprom גזפרום Gazprom Neft גזפרום נפט Gazza גזה Gazélec Ajaccio גזלק אז'אקסיו Gaël Clichy גאל קלישי Gaël Monfils גאל מונפיס Gaëlle Enganamouit גאל אנגאנאמוי Gbuccinio/sandbox קווין ג'ונסון Gcina Mhlope ג'ינה מלופה Gdańsk גדנסק Gdańsk קטגוריה:גדנסק Gdańsk Lech Wałęsa Airport נמל התעופה גדנסק לך ואלנסה Gdgourou משתמש:Gdgourou Gdud HaAvoda גדוד העבודה Gdynia גדיניה Gdów גדוב Ge GE Ge Г Ge'a גיאה Ge'alya גאליה Ge'ez language געז Ge'ez language קטגוריה:געז Ge'ez script כתב געז GeForce GeForce GeForce 10 series GeForce 10 GeForce 200 series GeForce 200 GeForce 400 series GeForce 400 GeForce 700 series GeForce 700 GeForce 800M series GeForce 800M GeForce 900 series GeForce 900 Geagea משתמש:Geagea Geany Geany Gear גלגל שיניים Gearbox Software Gearbox Software Geb גב Geba גבע Gebhard Leberecht von Blücher גבהרד לברכט פון בליכר Gebirgsjäger גבירגסייגר Gebran Tueni ג'בראן תוויני Gebre Krestos קיסר אתיופיה גברה קראסטוס Gebre Mesqel Lalibela קיסר אתיופיה לליבלה Gebrinius גבריניוס Gebrochts מצה#מצה שרויה Geckos קטגוריה:דמויי שממית Gedalia Gal גדליה גל Gedalia Schorr גדליה שור Gedaliah גדליהו בן אחיקם Gedaliah Aharon Koenig גדליהו אהרן קניג Gedaliah Alon גדליה אלון Gedaliah Bublick גדליהו בובליק Gedaliah Nadel גדליה נדל Gedaliah Silverstone גדליה סילברסטון Gedaliah ibn Yahya ben Joseph גדליה אבן יחיא Gedaliah son of Pashhur גדליהו בן פשחור Geddes גדס Geddes Plan for Tel Aviv תוכנית גדס Geddy Lee גדי לי Gedeon Dagan גדעון דגן Gedera גדרה Gederot תבנית:מועצה אזורית גדרות Gederot Regional Council מועצה אזורית גדרות Gederot Regional Council קטגוריה:מועצה אזורית גדרות Gedhun Choekyi Nyima גנדן צ'ואקי ניאמה Gediminas גדימינאס Gediminas Kirkilas גדימינאס קירקילאס Gedit Gedit Gee Gee Geek Charming חנון מהסרטים Geelong ג'ילונג Geely ג'ילי Geena Davis ג'ינה דייוויס Geert Wilders חרט וילדרס Geertruida Wijsmuller-Meijer חרטראודה וייסמילר-מאייר Geezer Butler גיזר באטלר Gefen גפן Gefen Publishing House הוצאת גפן Geffen גפן Geffen Award פרס גפן Geffen Records גפן רקורדס Geffrye Museum מוזיאון ג'פרי Gefilte fish געפילטע פיש Gefitinib אירסה Geghard מנזר גרארד Geha Interchange מחלף גהה Gehazi גיחזי Gehenna גהנה Gehenna גיא בן הינום Gehlenite גהלניט Geiger גייגר Geiger counter מונה גייגר Geiger tube telescope שפופרת גייגר מילר Geiger–Marsden experiment ניסוי רתרפורד Geiger–Müller tube שפופרת גייגר-מילר Geilenkirchen גיילנקירכן Geir Haarde גייר הארדה Geir Helgemo גאייר הלגמו Geir Holte ג'יר הולט Geirangerfjord ייראנגרפיורד Geisha גיישה Geissler tube שפופרת גייסלר Gekko גקו Gekkonidae שממיתיים Gekkota דמויי שממית Gel ג'ל Gel electrophoresis אלקטרופורזה דו-ממדית בג'ל Gela ג'לה Gela Bezhuashvili גלה בז'ואשווילי Gelada בבון זנוב Gelasius גלסיוס Gelati Monastery מנזר גלאתי Gelatin ג'לטין Gelatin dessert ג'לי Gelato ג'לאטו Gelawdewos קיסר אתיופיה גלאוודיוס Gelbart גלברט Gelber גלבר Gelderland חלדרלנד Gelderland קטגוריה:חלדרלנד Gelfand גלפנד Gelfand–Kirillov dimension ממד גלפנד-קירילוב Gelfand–Naimark theorem משפט גלפנד-נאימרק Gelfond–Schneider theorem משפט גלפונד-שניידר Geli Raubal גלי ראובל Gelignite ג'ליגנייט Geling Yan ין גה לינג Geller גלר Gellner's theory of nationalism תאוריית הלאומיות של גלנר Gelman גלמן Gelmin Rivas חלמין ריבאס Gelo גלון Gelotology גלוטולוגיה Gelou ג'לו Gelsenkirchen גלזנקירכן Gemach גמילות חסדים#מוסדות גמ"ח Gematria גימטריה Gemayel family משפחת ג'ומאייל Gemination הכפלת עיצור Gemini מזל תאומים Gemini קטגוריה:קבוצת הכוכבים תאומים Gemini תאומים Gemini 1 ג'מיני 1 Gemini 11 ג'מיני 11 Gemini 2 ג'מיני 2 Gemini 3 ג'מיני 3 Gemini 4 ג'מיני 4 Gemini 5 ג'מיני 5 Gemini 8 ג'מיני 8 Geminids ג'מינידים Gemma Arterton ג'מה ארטרטון Gemma Galgani ג'מה גלגני Gemma Jones ג'מה ג'ונס Gemma Spofforth ג'מה ספופורת' Gemma Ward ג'מה וורד Gemology גמולוגיה Gemology קטגוריה:גמולוגיה Gemonian stairs מדרגות גמוניה Gemsbok ראם הצבי Gemstone אבן חן Gemstones קטגוריה:אבני חן Gemäldegalerie Alte Meister מוזיאון הציירים הגדולים Gena Rowlands ג'ינה רולנדס Genco Gulan גנג'ו גולן GendBuntu GendBuntu Gendai budō גנדאי בודו Gendai-geki גנדאי גקי Gendarmenmarkt ז'נדארמנמארקט Gendarmerie ז'נדרמריה Gender מגדר Gender קטגוריה:מגדר Gender dysphoria הפרעת זהות מגדרית Gender history היסטוריה של מגדר Gender identity זהות מגדרית Gender in film קטגוריה:מין ומגדר בקולנוע Gender inequality אפליית נשים Gender mainstreaming הטמעת חשיבה מגדרית Gender-neutral language מגדר בלשון Gendercide ג'נדרסייד Genderism מגדריזם Genderqueer ג'נדרקוויר Gene גן Gene Hackman ג'ין הקמן Gene Kelly ג'ין קלי Gene Krupa ג'ין קרופה Gene Lang ג'ין לאנג Gene Robinson ג'ין רובינסון Gene Roddenberry ג'ין רודנברי Gene Sharp ג'ין שארפ Gene Simmons ג'ין סימונס Gene Tierney ג'ין טירני Gene Wilder ג'ין ויילדר Gene Wolfe ג'ין וולף Gene expression התבטאות גנים Gene flow זרימת גנים Gene knockout נוקאאוט גנטי Gene pool מאגר גנים Gene regulatory network רשת גנטית Gene silencing השתקת גנים Gene therapy ריפוי גני Genealogy גנאלוגיה Genealogy קטגוריה:גנאלוגיה Genealogy book ספר יוחסין Geneivat da'at גניבת דעת General גנרל General Acha חנרל אצ'ה General Agreement on Tariffs and Trade גאט"ט General Archive of the Indies ארכיון איי הודו General Atomics ג'נרל אטומיקס General Atomics MQ-1 Predator MQ-1 פרדטור General Atomics MQ-9 Reaper MQ-9 ריפר General Carrera Lake אגם חנרל קאררה General Corps החיל הכללי General Council המועצה הכללית של העמקים General Dynamics ג'נרל דיינמיקס General Dynamics F-111 Aardvark F-111 ארדברק General Dynamics F-16 Fighting Falcon F-16 פייטינג פלקון General Electric ג'נרל אלקטריק General Electric J79 ג'נרל אלקטריק J79 General Government גנרלגוברנמן General Grant גנרל גרנט General Grievous גנרל גרייווס General Intelligence Directorate המודיעין הכללי של מצרים General Intelligence Directorate מינהל הביטחון הכללי הסורי General Intelligence Directorate מינהל המודיעין הכללי של ירדן General Motors ג'נרל מוטורס General Order No. 11 הצו לגירוש היהודים ממחוז טנסי General Packet Radio Service General Packet Radio Service General Pico חנרל פיקו General Post Office בית הדואר המרכזי General Prologue הפרולוג הכללי General Secretaries of Histadrut קטגוריה:מזכירי ההסתדרות הכללית General Secretary of the Communist Party of the Soviet Union המזכיר הכללי של המפלגה הקומוניסטית של ברית המועצות General Service Medal מדליית השירות הכללי General Sherman גנרל שרמן General Staff of the Armed Forces of the Russian Federation המטה הכללי הרוסי General Staff of the Israel Defense Forces המטה הכללי של צה"ל General Staff of the Republic of Turkey ראש המטות המשולבים של טורקיה General Transit Feed Specification GTFS General Zionism קטגוריה:ציונות כללית General Zionists הציונים הכלליים General Zionists politicians קטגוריה:חברי כנסת מטעם הציונים הכלליים General Zod גנרל זוד General aviation תעופה כללית General classification in the Giro d'Italia החולצה הוורודה General contractor קבלן בניין General disclaimer ויקיפדיה:הבהרה משפטית General elections to the Parliament of the United Kingdom קטגוריה:בחירות פרלמנטריות בבריטניה General epistles האיגרות הכלליות General insurance ביטוח אלמנטרי General knowledge ידע כללי General ledger ספר חשבונות General linear group החבורה הלינארית הכללית General manager ג'נרל מנג'ר General medical examination בדיקות רפואיות שגרתיות General number field sieve נפת שדה מספרים General of the Armies גנרל הצבאות General of the Army גנרל הצבא General officer גנרל General relativity קטגוריה:תורת היחסות הכללית General relativity תורת היחסות הכללית General strike שביתה כללית General topology טופולוגיה קבוצתית General will הרצון הכללי General-purpose bomb פצצת שימוש כללי General-purpose computing on graphics processing units GPGPU GeneralZod.png קובץ:GeneralZod.png Generalfeldmarschall גנרל-פלדמרשל Generali Building בניין ג'נרלי Generalife חנרליפה Generalised epilepsy אפילפסיה כללית Generalised tonic-clonic seizure פרכוס טוני-קלוני Generalissimo גנרליסימו Generalissimos קטגוריה:גנרליסימו Generalitat de Catalunya ז'נרליטט דה קטלוניה Generality of algebra כלליות האלגברה Generalization הכללה Generalized System of Preferences שיטת ההעדפות הכללית Generalized anxiety disorder הפרעת חרדה מוכללת Generalized continued fraction שבר משולב Generally Accepted Accounting Practice עקרונות חשבונאיים מקובלים Generally Accepted Accounting Principles עקרונות חשבונאיים מקובלים Generally accepted accounting principles עקרונות חשבונאיים מקובלים Generaloberst of the Third Reich תבנית:גנרל-אוברסטים בוורמאכט במלחמת העולם השנייה Generals קטגוריה:גנרלים Generals by nationality קטגוריה:גנרלים לפי מדינה Generals of the American Civil War קטגוריה:גנרלים במלחמת האזרחים האמריקנית Generals of the Yugoslav People's Army קטגוריה:גנרלים בצבא יוגוסלביה Generating function פונקציה יוצרת Generation דור Generation Kill דור מזוין Generation X Generation X Generation X דור ה-X Generation Z דור ה-Z Generation of '27 קטגוריה:חברי קבוצת דור 1927 Generation time משך דור Generative linguistics בלשנות גנרטיבית Generative linguistics קטגוריה:בלשנות גנרטיבית Generic Mapping Tools Generic Mapping Tools Generic drug תרופה גנרית Generic programming תכנות גנרי Generic trademark שם גנרי Genesis Genesis Genesis ג'נסיס Genesis קטגוריה:אלבומי ג'נסיס Genesis קטגוריה:ג'נסיס Genesis קטגוריה:שירי ג'נסיס Genesis תבנית:ג'נסיס Genesis 1970–1975 Genesis 1970–1975 Genesis Apocryphon מגילה חיצונית לבראשית Genesis Motors ג'נסיס מוטורס Genesis Prize פרס בראשית Genesis Rabbah בראשית רבה Genesis and Catastrophe: A True Story יצירה ואסון: סיפור אמיתי Genesis creation narrative בריאת העולם Genesis flood narrative המבול Genesis is so awesome LOL Genesius of Rome גנסיוס Genet גחן Genetic algorithm אלגוריתם גנטי Genetic code הקוד הגנטי Genetic disorder פגם גנטי Genetic distance מרחק גנטי Genetic diversity מגוון גנטי Genetic drift סחף גנטי Genetic engineering הנדסה גנטית Genetic engineering קטגוריה:הנדסה גנטית Genetic fallacy כשל גנטי Genetic genealogy קטגוריה:גנאלוגיה גנטית Genetic linkage תאחיזה Genetic predisposition נטייה מוקדמת Genetic recombination שחלוף Genetic sexual attraction משיכה מינית גנטית Genetic testing בדיקות סקר גנטיות Geneticist גנטיקאי Geneticists קטגוריה:גנטיקאים Genetics גנטיקה Genetics קטגוריה:גנטיקה Geneva ז'נבה Geneva קטגוריה:ז'נבה Geneva Airport נמל התעופה הבינלאומי של ז'נבה Geneva Bible תנ"ך ז'נבה Geneva Conference ועידת ז'נבה Geneva Conventions אמנות ז'נבה Geneva Conventions קטגוריה:אמנות ז'נבה Geneva Initiative יוזמת ז'נבה Genevieve ז'נבייב הקדושה Genevieve Nnaji גנאווי נגאי Genevieve of Brabant גנובפה מברבנט Geneviève Bujold ז'נבייב בוז'ולד Genghis Khan ג'ינגיס חאן Geni.com Geni Genia Averbuch ג'ניה אוורבוך Genia Berger ג'ניה ברגר Genie ג'יני Genie Awards פרס ג'יני Genie and Canadian Screen Award winners קטגוריה:זוכי פרס ג'יני Genie in a Bottle Genie in a Bottle Genis-Vell פוטון Genital wart קונדילומה Genitourinary system diseases קטגוריה:מחלות מערכת המין ודרכי שתן Genius גאון Genius גניוס Genizah גניזה Gennady Gladkov גנאדי גלדקוב Gennady Khazanov גנאדי חזנוב Gennady Riger גנדי ריגר Gennady Rozhdestvensky גנאדי רוז'דסטוונסקי Gennady Yanayev גנאדי ינאייב Gennady Zyuganov גנאדי זיוגאנוב Gennaro Gattuso ג'נארו גאטוזו Gennaro Prota/Matrix מטריצה Genndy Tartakovsky גנדי טרטקובסקי Geno Adamia גנו אדמיה Geno Auriemma ג'ינו אוריימה Genoa ג'נובה Genoa קטגוריה:ג'נובה Genoa C.F.C. גנואה Genoa C.F.C. managers קטגוריה:מאמני גנואה Genoa C.F.C. players קטגוריה:כדורגלני גנואה Genoa Conference ועידת ג'נובה Genocide ג'נוסייד Genocide קטגוריה:רצח עם Genocide רצח עם Genocide Convention אמנת האו"ם בדבר מניעת רצח עם Genogram גנוגרם Genographic Project פרויקט הגנוגרפיה Genome גנום Genomic imprinting החתמה גנומית Genomic library ספרייה גנומית Genomics גנומיקה Genomics קטגוריה:גנומיקה Genotoxicity עקה גנטוקסית Genotype גן Genoveva Añonma ג'נובבה אנונמה Genre סוגה Genre fiction סוגה ספרותית Genre studies ז'אנרולוגיה Genres קטגוריה:סוגות Genrich Altshuller גנריך אלטשולר Genrikh Lyushkov גנריך סמואלוביץ' ליושקוב Genrikh Yagoda גנריך יגודה Genrō גנרו Genseric גאיזריק Gent גנט Gentiana גנציאנה Gentianaceae ערבזיים Gentianales גנציינאים Gentianales קטגוריה:גנציינאים Gentile ג'נטילה Gentle Giant Gentle Giant Gentle Giant ג'נטל ג'ייאנט Gentleman ג'נטלמן Gentleman The Life and Opinions of Tristram Shandy טריסטרם שנדי Gentleman's Agreement הסכם ג'נטלמני Gentlemen Prefer Blondes גברים מעדיפים בלונדיניות Gentlemen of Fortune ג'נטלמנים של מזל Gentlemen of the Road אבירי הדרך Gentlemen's Agreement of 1907 ההסכם הג'נטלמני Gentlemen's agreement הסכם ג'נטלמני Gentoo ג'נטו Gentoo Linux ג'נטו לינוקס Gentoo penguin פינגווין לבן-אוזן Gentrification ג'נטריפיקציה Genuine progress indicator מד קידמה אמין Genus גנוס Genus סוג Genzebe Dibaba גנזבה דיבאבה Gençlerbirliği S.K. גנצ'לרבירליגי Gençlerbirliği S.K. footballers קטגוריה:כדורגלני גנצ'לרבירליגי Geo Bogza ג'או בוגזה GeoEye-1 Geo Eye 1 GeoRSS GeoRSS GeoTemplate תבנית:GeoTemplate Geocaching Geocaching Geocentric model המודל הגאוצנטרי Geochemistry גאוכימיה Geochemistry קטגוריה:גאוכימיה Geochronology קטגוריה:גאוכרונולוגיה Geocorona גאוקורונה Geode גאודה Geodesic מסילה גאודזית Geodesic dome כיפה גאודזית Geodesy גאודזיה Geodetic datum דאטום Geoemydidae צבי בריכה Geoff Emerick ג'ף אמריק Geoff Huegill ג'ף היוגיל Geoff Hurst ג'ף הרסט Geoff Johns ג'ף ג'ונס Geoff Strong ג'ף סטרונג Geoffrey Bowers ג'פרי באוורס Geoffrey Chaucer ג'פרי צ'וסר Geoffrey Chaucer תבנית:סיפורי קנטרברי Geoffrey Hartman ג'פרי הרטמן Geoffrey Khan ג'פרי כאן Geoffrey Morton ג'פרי מורטון Geoffrey Palmer ג'פרי פאלמר Geoffrey Rush ג'פרי ראש Geoffrey of Monmouth ג'פרי ממונמות' Geoffroy's cat נמרון ג'ופרי Geoffroy's tamarin טמרין ג'ופריי Geoffry Northcote ג'פרי נורת'קוט Geoglyph גאוגליף Geographer גאוגרף Geographers קטגוריה:גאוגרפים Geographers' A–Z Street Atlas A עד Z Geographic coordinate system קואורדינטות גאוגרפיות Geographic coordinate systems קטגוריה:רשתות קואורדינציה גאוגרפיות Geographic information system מערכת מידע גאוגרפית Geographic information systems קטגוריה:מערכות מידע גאוגרפיות Geographica גאוגרפיקה Geographical indication כינוי מקור Geographical pole קוטב Geographical segregation סגרגציה גאוגרפית Geography גאוגרפיה Geography פורטל:גאוגרפיה Geography קטגוריה:גאוגרפיה Geography and place navigational boxes קטגוריה:תבניות ניווט - גאוגרפיה Geography and place templates קטגוריה:תבניות גאוגרפיות Geography by continent קטגוריה:גאוגרפיה לפי יבשת Geography by country קטגוריה:גאוגרפיה לפי מדינה Geography infobox templates קטגוריה:תבניות פרמטריות - גאוגרפיה Geography of Abkhazia קטגוריה:אבחזיה: גאוגרפיה Geography of Afghanistan קטגוריה:אפגניסטן: גאוגרפיה Geography of Africa קטגוריה:אפריקה: גאוגרפיה Geography of Alabama קטגוריה:אלבמה: גאוגרפיה Geography of Alaska קטגוריה:אלסקה: גאוגרפיה Geography of Albania קטגוריה:אלבניה: גאוגרפיה Geography of Alberta קטגוריה:אלברטה: גאוגרפיה Geography of Algeria גאוגרפיה של אלג'יריה Geography of Algeria קטגוריה:אלג'יריה: גאוגרפיה Geography of Amazonas קטגוריה:מדינת אמזונאס: גאוגרפיה Geography of Andalusia קטגוריה:אנדלוסיה: גאוגרפיה Geography of Andorra קטגוריה:אנדורה: גאוגרפיה Geography of Angola קטגוריה:אנגולה: גאוגרפיה Geography of Antarctica קטגוריה:אנטארקטיקה: גאוגרפיה Geography of Antigua and Barbuda קטגוריה:אנטיגואה וברבודה: גאוגרפיה Geography of Aragon קטגוריה:אראגון: גאוגרפיה Geography of Argentina קטגוריה:ארגנטינה: גאוגרפיה Geography of Argentina by province קטגוריה:גאוגרפיה של ארגנטינה לפי פרובינציה Geography of Arizona קטגוריה:אריזונה: גאוגרפיה Geography of Arkansas קטגוריה:ארקנסו: גאוגרפיה Geography of Armenia קטגוריה:ארמניה: גאוגרפיה Geography of Asia גאוגרפיה של אסיה Geography of Asia קטגוריה:אסיה: גאוגרפיה Geography of Australia קטגוריה:אוסטרליה: גאוגרפיה Geography of Austria גאוגרפיה של אוסטריה Geography of Austria קטגוריה:אוסטריה: גאוגרפיה Geography of Azerbaijan קטגוריה:אזרבייג'ן: גאוגרפיה Geography of Bahia קטגוריה:באהיה: גאוגרפיה Geography of Bahrain קטגוריה:בחריין: גאוגרפיה Geography of Bangladesh קטגוריה:בנגלדש: גאוגרפיה Geography of Barbados קטגוריה:ברבדוס: גאוגרפיה Geography of Belarus קטגוריה:בלארוס: גאוגרפיה Geography of Belgium קטגוריה:בלגיה: גאוגרפיה Geography of Belize קטגוריה:בליז: גאוגרפיה Geography of Benin קטגוריה:בנין: גאוגרפיה Geography of Bhutan קטגוריה:בהוטן: גאוגרפיה Geography of Bolivia קטגוריה:בוליביה: גאוגרפיה Geography of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: גאוגרפיה Geography of Botswana קטגוריה:בוטסואנה: גאוגרפיה Geography of Brazil גאוגרפיה של ברזיל Geography of Brazil קטגוריה:ברזיל: גאוגרפיה Geography of Brazil by state קטגוריה:גאוגרפיה של ברזיל לפי מדינה Geography of British Columbia קטגוריה:קולומביה הבריטית: גאוגרפיה Geography of Brunei קטגוריה:ברוניי: גאוגרפיה Geography of Buenos Aires Province קטגוריה:פרובינציית בואנוס איירס: גאוגרפיה Geography of Bulgaria קטגוריה:בולגריה: גאוגרפיה Geography of Burkina Faso קטגוריה:בורקינה פאסו: גאוגרפיה Geography of Burundi קטגוריה:בורונדי: גאוגרפיה Geography of California קטגוריה:קליפורניה: גאוגרפיה Geography of Cambodia גאוגרפיה של קמבודיה Geography of Cambodia קטגוריה:קמבודיה: גאוגרפיה Geography of Cameroon קטגוריה:קמרון: גאוגרפיה Geography of Canada קטגוריה:קנדה: גאוגרפיה Geography of Canada by province or territory קטגוריה:פרובינציות קנדה: גאוגרפיה Geography of Cantabria קטגוריה:קנטבריה: גאוגרפיה Geography of Cape Verde קטגוריה:כף ורדה: גאוגרפיה Geography of Castile and León קטגוריה:קסטיליה ולאון: גאוגרפיה Geography of Catalonia קטגוריה:קטלוניה: גאוגרפיה Geography of Central America קטגוריה:אמריקה המרכזית: גאוגרפיה Geography of Chad קטגוריה:צ'אד: גאוגרפיה Geography of Chile קטגוריה:צ'ילה: גאוגרפיה Geography of China קטגוריה:סין: גאוגרפיה Geography of Colombia קטגוריה:קולומביה: גאוגרפיה Geography of Colorado קטגוריה:קולורדו: גאוגרפיה Geography of Connecticut קטגוריה:קונטיקט: גאוגרפיה Geography of Costa Rica קטגוריה:קוסטה ריקה: גאוגרפיה Geography of Croatia קטגוריה:קרואטיה: גאוגרפיה Geography of Cuba קטגוריה:קובה: גאוגרפיה Geography of Cyprus קטגוריה:קפריסין: גאוגרפיה Geography of Delaware קטגוריה:דלאוור: גאוגרפיה Geography of Denmark קטגוריה:דנמרק: גאוגרפיה Geography of Dominica גאוגרפיה של דומיניקה Geography of Dominica קטגוריה:דומיניקה: גאוגרפיה Geography of Ecuador קטגוריה:אקוודור: גאוגרפיה Geography of Egypt גאוגרפיה של מצרים Geography of Egypt קטגוריה:מצרים: גאוגרפיה Geography of El Salvador קטגוריה:אל סלוודור: גאוגרפיה Geography of England קטגוריה:אנגליה: גאוגרפיה Geography of Eritrea קטגוריה:אריתריאה: גאוגרפיה Geography of Estonia גאוגרפיה של אסטוניה Geography of Estonia קטגוריה:אסטוניה: גאוגרפיה Geography of Ethiopia קטגוריה:אתיופיה: גאוגרפיה Geography of Europe גאוגרפיה של אירופה Geography of Europe קטגוריה:אירופה: גאוגרפיה Geography of Fiji קטגוריה:פיג'י: גאוגרפיה Geography of Finland גאוגרפיה של פינלנד Geography of Finland קטגוריה:פינלנד: גאוגרפיה Geography of Florida קטגוריה:פלורידה: גאוגרפיה Geography of France גאוגרפיה של צרפת Geography of France קטגוריה:צרפת: גאוגרפיה Geography of France by region קטגוריה:גאוגרפיה של צרפת לפי חבל Geography of French Guiana קטגוריה:גיאנה הצרפתית: גאוגרפיה Geography of French Polynesia קטגוריה:פולינזיה הצרפתית: גאוגרפיה Geography of Gabon קטגוריה:גבון: גאוגרפיה Geography of Georgia גאוגרפיה של גאורגיה Geography of Georgia קטגוריה:גאורגיה: גאוגרפיה Geography of Germany גאוגרפיה של גרמניה Geography of Germany קטגוריה:גרמניה: גאוגרפיה Geography of Ghana קטגוריה:גאנה: גאוגרפיה Geography of Gibraltar קטגוריה:גיברלטר: גאוגרפיה Geography of Goiás קטגוריה:גויאס: גאוגרפיה Geography of Greece גאוגרפיה של יוון Geography of Greece קטגוריה:יוון: גאוגרפיה Geography of Greenland קטגוריה:גרינלנד: גאוגרפיה Geography of Grenada קטגוריה:גרנדה: גאוגרפיה Geography of Guadeloupe קטגוריה:גוואדלופ: גאוגרפיה Geography of Guatemala קטגוריה:גואטמלה: גאוגרפיה Geography of Guinea קטגוריה:גינאה: גאוגרפיה Geography of Guyana קטגוריה:גיאנה: גאוגרפיה Geography of Hawaii קטגוריה:הוואי: גאוגרפיה Geography of Honduras קטגוריה:הונדורס: גאוגרפיה Geography of Hungary קטגוריה:הונגריה: גאוגרפיה Geography of Iceland קטגוריה:איסלנד: גאוגרפיה Geography of Idaho קטגוריה:איידהו: גאוגרפיה Geography of Illinois קטגוריה:אילינוי: גאוגרפיה Geography of India גאוגרפיה של הודו Geography of India קטגוריה:הודו: גאוגרפיה Geography of Indiana קטגוריה:אינדיאנה: גאוגרפיה Geography of Indonesia קטגוריה:אינדונזיה: גאוגרפיה Geography of Iowa קטגוריה:איווה: גאוגרפיה Geography of Iran גאוגרפיה של איראן Geography of Iran קטגוריה:איראן: גאוגרפיה Geography of Iraq קטגוריה:עיראק: גאוגרפיה Geography of Ireland קטגוריה:אירלנד: גאוגרפיה Geography of Israel גאוגרפיה של ארץ ישראל Geography of Israel תבנית:אזורים בארץ ישראל Geography of Italy קטגוריה:איטליה: גאוגרפיה Geography of Ivory Coast קטגוריה:חוף השנהב: גאוגרפיה Geography of Japan גאוגרפיה של יפן Geography of Japan קטגוריה:יפן: גאוגרפיה Geography of Jerusalem קטגוריה:ירושלים: גאוגרפיה Geography of Jordan קטגוריה:ירדן: גאוגרפיה Geography of Kansas קטגוריה:קנזס: גאוגרפיה Geography of Kazakhstan קטגוריה:קזחסטן: גאוגרפיה Geography of Kentucky קטגוריה:קנטקי: גאוגרפיה Geography of Kenya קטגוריה:קניה: גאוגרפיה Geography of Kiribati קטגוריה:קיריבטי: גאוגרפיה Geography of Korea קטגוריה:קוריאה: גאוגרפיה Geography of Kyrgyzstan קטגוריה:קירגיזסטן: גאוגרפיה Geography of Laos קטגוריה:לאוס: גאוגרפיה Geography of Latvia קטגוריה:לטביה: גאוגרפיה Geography of Lebanon גאוגרפיה של לבנון Geography of Lebanon קטגוריה:לבנון: גאוגרפיה Geography of Lesotho קטגוריה:לסוטו: גאוגרפיה Geography of Libya קטגוריה:לוב: גאוגרפיה Geography of Liechtenstein קטגוריה:ליכטנשטיין: גאוגרפיה Geography of Lithuania קטגוריה:ליטא: גאוגרפיה Geography of London קטגוריה:לונדון: גאוגרפיה Geography of Louisiana קטגוריה:לואיזיאנה: גאוגרפיה Geography of Luxembourg קטגוריה:לוקסמבורג: גאוגרפיה Geography of Madagascar גאוגרפיה של מדגסקר Geography of Madagascar קטגוריה:מדגסקר: גאוגרפיה Geography of Malawi קטגוריה:מלאווי: גאוגרפיה Geography of Malaysia קטגוריה:מלזיה: גאוגרפיה Geography of Mali קטגוריה:מאלי: גאוגרפיה Geography of Malta קטגוריה:מלטה: גאוגרפיה Geography of Maryland קטגוריה:מרילנד: גאוגרפיה Geography of Massachusetts קטגוריה:מסצ'וסטס: גאוגרפיה Geography of Mato Grosso קטגוריה:מאטו גרוסו: גאוגרפיה Geography of Mauritania קטגוריה:מאוריטניה: גאוגרפיה Geography of Mauritius קטגוריה:מאוריציוס: גאוגרפיה Geography of Mexico קטגוריה:מקסיקו: גאוגרפיה Geography of Michigan קטגוריה:מישיגן: גאוגרפיה Geography of Minnesota קטגוריה:מינסוטה: גאוגרפיה Geography of Misiones Province קטגוריה:מיסיונס: גאוגרפיה Geography of Mississippi קטגוריה:מיסיסיפי: גאוגרפיה Geography of Missouri קטגוריה:מיזורי: גאוגרפיה Geography of Moldova קטגוריה:מולדובה: גאוגרפיה Geography of Monaco קטגוריה:מונאקו: גאוגרפיה Geography of Mongolia גאוגרפיה של מונגוליה Geography of Mongolia קטגוריה:מונגוליה: גאוגרפיה Geography of Montana קטגוריה:מונטנה: גאוגרפיה Geography of Montenegro קטגוריה:מונטנגרו: גאוגרפיה Geography of Morocco קטגוריה:מרוקו: גאוגרפיה Geography of Moscow קטגוריה:מוסקבה: גאוגרפיה Geography of Mozambique קטגוריה:מוזמביק: גאוגרפיה Geography of Mpumalanga קטגוריה:מפומלנגה: גאוגרפיה Geography of Myanmar קטגוריה:מיאנמר: גאוגרפיה Geography of Namibia גאוגרפיה של נמיביה Geography of Namibia קטגוריה:נמיביה: גאוגרפיה Geography of Nebraska קטגוריה:נברסקה: גאוגרפיה Geography of Nepal קטגוריה:נפאל: גאוגרפיה Geography of Neuquén Province קטגוריה:נאוקן: גאוגרפיה Geography of Nevada קטגוריה:נבדה: גאוגרפיה Geography of New Brunswick קטגוריה:ניו ברנזוויק: גאוגרפיה Geography of New Hampshire קטגוריה:ניו המפשייר: גאוגרפיה Geography of New Jersey קטגוריה:ניו ג'רזי: גאוגרפיה Geography of New Mexico קטגוריה:ניו מקסיקו: גאוגרפיה Geography of New York קטגוריה:מדינת ניו יורק: גאוגרפיה Geography of New York City קטגוריה:ניו יורק: גאוגרפיה Geography of New Zealand גאוגרפיה של ניו זילנד Geography of New Zealand קטגוריה:ניו זילנד: גאוגרפיה Geography of Newfoundland and Labrador קטגוריה:ניופאונדלנד ולברדור: גאוגרפיה Geography of Nicaragua קטגוריה:ניקרגואה: גאוגרפיה Geography of Niger קטגוריה:ניז'ר: גאוגרפיה Geography of Nigeria גאוגרפיה של ניגריה Geography of Nigeria קטגוריה:ניגריה: גאוגרפיה Geography of North America קטגוריה:אמריקה הצפונית: גאוגרפיה Geography of North Carolina קטגוריה:קרוליינה הצפונית: גאוגרפיה Geography of North Dakota קטגוריה:דקוטה הצפונית: גאוגרפיה Geography of Northern Ireland קטגוריה:צפון אירלנד: גאוגרפיה Geography of Nova Scotia קטגוריה:נובה סקוטיה: גאוגרפיה Geography of Nunavut קטגוריה:נונאווט: גאוגרפיה Geography of Oceania קטגוריה:אוקיאניה: גאוגרפיה Geography of Oceania by country קטגוריה:גאוגרפיה של אוקיאניה לפי מדינה Geography of Ohio קטגוריה:אוהיו: גאוגרפיה Geography of Oklahoma קטגוריה:אוקלהומה: גאוגרפיה Geography of Oman קטגוריה:עומאן: גאוגרפיה Geography of Ontario קטגוריה:אונטריו: גאוגרפיה Geography of Oregon קטגוריה:אורגון: גאוגרפיה Geography of Pakistan קטגוריה:פקיסטן: גאוגרפיה Geography of Palau קטגוריה:פלאו: גאוגרפיה Geography of Palestine קטגוריה:ארץ ישראל: גאוגרפיה Geography of Panama קטגוריה:פנמה: גאוגרפיה Geography of Papua New Guinea קטגוריה:פפואה גינאה החדשה: גאוגרפיה Geography of Paraguay קטגוריה:פרגוואי: גאוגרפיה Geography of Paraná קטגוריה:מדינת פרנה: גאוגרפיה Geography of Pará קטגוריה:פארה: גאוגרפיה Geography of Pennsylvania קטגוריה:פנסילבניה: גאוגרפיה Geography of Pernambuco קטגוריה:פרנמבוקו: גאוגרפיה Geography of Peru קטגוריה:פרו: גאוגרפיה Geography of Poland קטגוריה:פולין: גאוגרפיה Geography of Portugal קטגוריה:פורטוגל: גאוגרפיה Geography of Puerto Rico קטגוריה:פוארטו ריקו: גאוגרפיה Geography of Qatar קטגוריה:קטר: גאוגרפיה Geography of Quebec קטגוריה:קוויבק: גאוגרפיה Geography of Rio Grande do Sul קטגוריה:ריו גראנדה דו סול: גאוגרפיה Geography of Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו: גאוגרפיה Geography of Romania קטגוריה:רומניה: גאוגרפיה Geography of Russia קטגוריה:רוסיה: גאוגרפיה Geography of Río Negro Province קטגוריה:פרובינציית ריו נגרו: גאוגרפיה Geography of Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: גאוגרפיה Geography of Saint Vincent and the Grenadines קטגוריה:סנט וינסנט והגרנדינים: גאוגרפיה Geography of San Marino קטגוריה:סן מרינו: גאוגרפיה Geography of Saudi Arabia גאוגרפיה של ערב הסעודית Geography of Saudi Arabia קטגוריה:ערב הסעודית: גאוגרפיה Geography of Scotland קטגוריה:סקוטלנד: גאוגרפיה Geography of Senegal קטגוריה:סנגל: גאוגרפיה Geography of Serbia קטגוריה:סרביה: גאוגרפיה Geography of Singapore קטגוריה:סינגפור: גאוגרפיה Geography of Slovakia קטגוריה:סלובקיה: גאוגרפיה Geography of Slovenia קטגוריה:סלובניה: גאוגרפיה Geography of Somalia קטגוריה:סומליה: גאוגרפיה Geography of South Africa קטגוריה:דרום אפריקה: גאוגרפיה Geography of South Africa by province קטגוריה:דרום אפריקה: גאוגרפיה לפי פרובינציה Geography of South America קטגוריה:אמריקה הדרומית: גאוגרפיה Geography of South Carolina קטגוריה:קרוליינה הדרומית: גאוגרפיה Geography of South Korea קטגוריה:קוריאה הדרומית: גאוגרפיה Geography of South Sudan גאוגרפיה של דרום סודאן Geography of South Sudan קטגוריה:דרום סודאן: גאוגרפיה Geography of Spain גאוגרפיה של ספרד Geography of Spain קטגוריה:ספרד: גאוגרפיה Geography of Spain by autonomous community קטגוריה:גאוגרפיה לפי קהילה אוטונומית בספרד Geography of Sri Lanka קטגוריה:סרי לנקה: גאוגרפיה Geography of Sudan קטגוריה:סודאן: גאוגרפיה Geography of Suriname קטגוריה:סורינאם: גאוגרפיה Geography of Swaziland קטגוריה:סווזילנד: גאוגרפיה Geography of Sweden קטגוריה:שוודיה: גאוגרפיה Geography of Switzerland גאוגרפיה של שווייץ Geography of Switzerland קטגוריה:שווייץ: גאוגרפיה Geography of Syria גאוגרפיה של סוריה Geography of Syria קטגוריה:סוריה: גאוגרפיה Geography of São Paulo קטגוריה:מדינת סאו פאולו: גאוגרפיה Geography of São Tomé and Príncipe גאוגרפיה של סאו טומה ופרינסיפה Geography of Taiwan קטגוריה:הרפובליקה הסינית: גאוגרפיה Geography of Tajikistan קטגוריה:טג'יקיסטן: גאוגרפיה Geography of Tanzania קטגוריה:טנזניה: גאוגרפיה Geography of Tbilisi קטגוריה:טביליסי: גאוגרפיה Geography of Tennessee קטגוריה:טנסי: גאוגרפיה Geography of Texas קטגוריה:טקסס: גאוגרפיה Geography of Thailand קטגוריה:תאילנד: גאוגרפיה Geography of Trinidad and Tobago קטגוריה:טרינידד וטובגו: גאוגרפיה Geography of Tunisia גאוגרפיה של תוניסיה Geography of Tunisia קטגוריה:תוניסיה: גאוגרפיה Geography of Turkey גאוגרפיה של טורקיה Geography of Turkey קטגוריה:טורקיה: גאוגרפיה Geography of Turkmenistan קטגוריה:טורקמניסטן: גאוגרפיה Geography of Uganda גאוגרפיה של אוגנדה Geography of Uganda קטגוריה:אוגנדה: גאוגרפיה Geography of Ukraine גאוגרפיה של אוקראינה Geography of Ukraine קטגוריה:אוקראינה: גאוגרפיה Geography of Uruguay קטגוריה:אורוגוואי: גאוגרפיה Geography of Utah קטגוריה:יוטה: גאוגרפיה Geography of Uzbekistan קטגוריה:אוזבקיסטן: גאוגרפיה Geography of Valais קטגוריה:ואלה: גאוגרפיה Geography of Venezuela קטגוריה:ונצואלה: גאוגרפיה Geography of Vermont קטגוריה:ורמונט: גאוגרפיה Geography of Vietnam קטגוריה:וייטנאם: גאוגרפיה Geography of Virginia קטגוריה:וירג'יניה: גאוגרפיה Geography of Wales קטגוריה:ויילס: גאוגרפיה Geography of Washington קטגוריה:מדינת וושינגטון: גאוגרפיה Geography of West Virginia קטגוריה:וירג'יניה המערבית: גאוגרפיה Geography of Wisconsin קטגוריה:ויסקונסין: גאוגרפיה Geography of Wyoming קטגוריה:ויומינג: גאוגרפיה Geography of Yemen קטגוריה:תימן: גאוגרפיה Geography of Yukon קטגוריה:יוקון: גאוגרפיה Geography of Zambia קטגוריה:זמביה: גאוגרפיה Geography of Zimbabwe קטגוריה:זימבבואה: גאוגרפיה Geography of the Americas קטגוריה:אמריקה: גאוגרפיה Geography of the Bahamas קטגוריה:איי בהאמה: גאוגרפיה Geography of the Canary Islands קטגוריה:האיים הקנריים: גאוגרפיה Geography of the Caribbean קטגוריה:הקריביים: גאוגרפיה Geography of the Caucasus קטגוריה:קווקז: גאוגרפיה Geography of the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: גאוגרפיה Geography of the Comoros קטגוריה:קומורו: גאוגרפיה Geography of the Czech Republic קטגוריה:צ'כיה: גאוגרפיה Geography of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: גאוגרפיה Geography of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: גאוגרפיה Geography of the Faroe Islands קטגוריה:איי פארו: גאוגרפיה Geography of the Federated States of Micronesia קטגוריה:מיקרונזיה: גאוגרפיה Geography of the Free State קטגוריה:המדינה החופשית: גאוגרפיה Geography of the Gambia קטגוריה:גמביה: גאוגרפיה Geography of the Marshall Islands קטגוריה:איי מרשל: גאוגרפיה Geography of the Netherlands קטגוריה:הולנד: גאוגרפיה Geography of the Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות: גאוגרפיה Geography of the Philippines קטגוריה:הפיליפינים: גאוגרפיה Geography of the Republic of Macedonia קטגוריה:מקדוניה: גאוגרפיה Geography of the Republic of the Congo קטגוריה:הרפובליקה של קונגו: גאוגרפיה Geography of the Solomon Islands קטגוריה:איי שלמה: גאוגרפיה Geography of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: גאוגרפיה Geography of the United Kingdom קטגוריה:בריטניה: גאוגרפיה Geography of the United States קטגוריה:ארצות הברית: גאוגרפיה Geography of the United States by state קטגוריה:מדינות ארצות הברית: גאוגרפיה Geography of the Western Cape קטגוריה:הכף המערבי: גאוגרפיה Geography of the canton of Bern קטגוריה:ברן Geography stubs קטגוריה:קצרמר גאוגרפיה Geoid גאואיד Geoinformatics הנדסת מיפוי וגאו אינפורמציה Geolocation גאולוקיישן Geologic formations קטגוריה:תצורות Geologic formations of China קטגוריה:סין: תצורות גאולוגיות Geologic formations of Israel קטגוריה:ישראל: תצורות גאולוגיות Geologic formations of the United Kingdom קטגוריה:בריטניה: תצורות גאולוגיות Geologic formations of the United States קטגוריה:ארצות הברית: תצורות גאולוגיות Geologic map מפה גאולוגית Geologic province חבל גאולוגי Geologic time scale לוח הזמנים הגאולוגי Geologic time scale תבנית:לוח זמנים גאולוגי Geological Museum המוזיאון לגאולוגיה Geological features on the Moon קטגוריה:טופוגרפיה של הירח Geological formation תצורה Geological groups קטגוריה:חבורות Geological history of Earth זמן גאולוגי Geological survey סקר גאולוגי Geologist גאולוג Geologists קטגוריה:גאולוגים Geology גאולוגיה Geology קטגוריה:גאולוגיה Geology by country קטגוריה:גאולוגיה לפי מדינה Geology of Argentina קטגוריה:ארגנטינה: גאולוגיה Geology of Arizona קטגוריה:אריזונה: גאולוגיה Geology of Armenia קטגוריה:ארמניה: גאולוגיה Geology of Australia קטגוריה:אוסטרליה: גאולוגיה Geology of Austria קטגוריה:אוסטריה: גאולוגיה Geology of Bulgaria קטגוריה:בולגריה: גאולוגיה Geology of California קטגוריה:קליפורניה: גאולוגיה Geology of Canada קטגוריה:קנדה: גאולוגיה Geology of Chile קטגוריה:צ'ילה: גאולוגיה Geology of China קטגוריה:סין: גאולוגיה Geology of Colombia קטגוריה:קולומביה: גאולוגיה Geology of Colorado קטגוריה:קולורדו: גאולוגיה Geology of Costa Rica קטגוריה:קוסטה ריקה: גאולוגיה Geology of England קטגוריה:אנגליה: גאולוגיה Geology of Ethiopia קטגוריה:אתיופיה: גאולוגיה Geology of Finland קטגוריה:פינלנד: גאולוגיה Geology of France קטגוריה:צרפת: גאולוגיה Geology of Georgia קטגוריה:גאורגיה: גאולוגיה Geology of Germany קטגוריה:גרמניה: גאולוגיה Geology of Greece קטגוריה:יוון: גאולוגיה Geology of Guatemala קטגוריה:גואטמלה: גאולוגיה Geology of Iceland קטגוריה:איסלנד: גאולוגיה Geology of Idaho קטגוריה:איידהו: גאולוגיה Geology of Indonesia קטגוריה:אינדונזיה: גאולוגיה Geology of Ireland קטגוריה:אירלנד: גאולוגיה Geology of Israel קטגוריה:ישראל: גאולוגיה Geology of Italy קטגוריה:איטליה: גאולוגיה Geology of Japan קטגוריה:יפן: גאולוגיה Geology of Kansas קטגוריה:קנזס: גאולוגיה Geology of Malaysia קטגוריה:מלזיה: גאולוגיה Geology of Mauritania קטגוריה:מאוריטניה: גאולוגיה Geology of Montana קטגוריה:מונטנה: גאולוגיה Geology of Nebraska קטגוריה:נברסקה: גאולוגיה Geology of Nevada קטגוריה:נבדה: גאולוגיה Geology of New Mexico קטגוריה:ניו מקסיקו: גאולוגיה Geology of New Zealand קטגוריה:ניו זילנד: גאולוגיה Geology of North Dakota קטגוריה:דקוטה הצפונית: גאולוגיה Geology of Oklahoma קטגוריה:אוקלהומה: גאולוגיה Geology of Oregon קטגוריה:אורגון: גאולוגיה Geology of Panama קטגוריה:פנמה: גאולוגיה Geology of Portugal קטגוריה:פורטוגל: גאולוגיה Geology of Romania קטגוריה:רומניה: גאולוגיה Geology of Russia קטגוריה:רוסיה: גאולוגיה Geology of Scotland קטגוריה:סקוטלנד: גאולוגיה Geology of Slovenia קטגוריה:סלובניה: גאולוגיה Geology of South Africa קטגוריה:דרום אפריקה: גאולוגיה Geology of South Dakota קטגוריה:דקוטה הדרומית: גאולוגיה Geology of Spain קטגוריה:ספרד: גאולוגיה Geology of Switzerland קטגוריה:שווייץ: גאולוגיה Geology of Syria קטגוריה:סוריה: גאולוגיה Geology of Taiwan קטגוריה:טאיוואן: גאולוגיה Geology of Tanzania קטגוריה:טנזניה: גאולוגיה Geology of Texas קטגוריה:טקסס: גאולוגיה Geology of Turkey קטגוריה:טורקיה: גאולוגיה Geology of Utah קטגוריה:יוטה: גאולוגיה Geology of Vietnam קטגוריה:וייטנאם: גאולוגיה Geology of Washington קטגוריה:מדינת וושינגטון: גאולוגיה Geology of Wyoming קטגוריה:ויומינג: גאולוגיה Geology of Yemen קטגוריה:תימן: גאולוגיה Geology of the Grand Canyon area גאולוגיה של הגרנד קניון Geology of the Moon גאולוגיה של הירח Geology of the Philippines קטגוריה:הפיליפינים: גאולוגיה Geology of the United Kingdom קטגוריה:בריטניה: גאולוגיה Geology of the United States קטגוריה:ארצות הברית: גאולוגיה Geology stubs קטגוריה:קצרמר גאולוגיה Geology templates קטגוריה:תבניות ניווט - גאולוגיה Geology theories קטגוריה:תאוריות גאולוגיות Geomagnetic storm סערה גאומגנטית Geomagnetism קטגוריה:השדה המגנטי של כדור הארץ Geomechanics גאומכניקה Geometric Brownian motion תנועה בראונית גאומטרית Geometric abstraction מופשט גאומטרי Geometric algorithms קטגוריה:גאומטריה חישובית Geometric art אמנות גאומטרית Geometric distribution התפלגות גאומטרית Geometric median חציון גאומטרי Geometric optics אופטיקה גאומטרית Geometric progression סדרה הנדסית Geometric series סדרה הנדסית Geometric shape צורה גאומטרית Geometric shapes קטגוריה:צורות גאומטריות Geometrical optics אופטיקה גאומטרית Geometry גאומטריה Geometry קטגוריה:גאומטריה Geomorphology גאומורפולוגיה Geomorphology קטגוריה:גאומורפולוגיה Geomyoid rodents קטגוריה:דמויי בונה Geomyoidea גיאומיים Geonim גאונים Geonim קטגוריה:גאונים Geonim תבנית:גאונים Geophysicists קטגוריה:גאופיזיקאים Geophysics גאופיזיקה Geophysics קטגוריה:גאופיזיקה Geopolitics גאופוליטיקה Geordi La Forge ג'ורדי לה פורג' Geordie ג'ורדי Georg Alexander Pick גאורג פיק Georg Amadeus Carl Friedrich Naumann קרל פרידריך נאומן Georg August Griesinger גאורג אוגוסט גריזינגר Georg Bednorz יוהנס גאורג בדנורץ Georg Brandes גאורג ברנדס Georg Böhm גיאורג בהם Georg Büchner גאורג ביכנר Georg Büchner Prize פרס ביכנר Georg Cantor גאורג קנטור Georg Cantor's first set theory article הוכחת האי-מנייה הראשונה של קנטור Georg Carl von Döbeln יורג קארל פון דבלן Georg Ferdinand Duckwitz גאורג פרדיננד דוקוויץ Georg Hermann Quincke גאורג קווינקה Georg Heym גאורג היים Georg Konrad Morgen קונראד מורגן Georg Lindemann גאורג לינדמן Georg Marco גאורג מרקו Georg Michaelis גאורג מיכאליס Georg Muffat גאורג מופאט Georg Niedermeier גאורג נידרמאייר Georg Ohm גאורג סימון אוהם Georg Philipp Telemann גאורג פיליפ טלמן Georg Schnéevoigt גיאורג שנפויגט Georg Schories גאורג שוריס Georg Simmel גאורג זימל Georg Solti גיאורג שולטי Georg Stumme גאורג שטומה Georg Tintner גאורג טינטנר Georg Trakl גאורג טראקל Georg Wenzeslaus von Knobelsdorff גאורג ונצסלאוס פון קנובלסדורף Georg Wilhelm Friedrich Hegel גיאורג וילהלם פרידריך הגל Georg Wilhelm Friedrich Hegel קטגוריה:גיאורג וילהלם פרידריך הגל Georg Wilhelm Steller גאורג שטלר Georg Wilhelm Timm וסילי טים Georg Wissowa גאורג ויסובה Georg von Hertling גאורג פון הרטלינג Georg von Küchler גאורג פון קיכלר Georg von der Marwitz גאורג פון דר מרוויץ Georg-Hans Reinhardt גאורג-הנס ריינהרדט George ג'ורג' George Abbott ג'ורג' אבוט George Abela ג'ורג' אבלה George Akerlof ג'ורג' אקרלוף George Akropolites גאורגיוס אקרופוליטיס George Allison ג'ורג' אליסון George Andrew Olah ג'ורג' אולה George Andrew Reisner ג'ורג' אנדרו רייזנר George Antonius ג'ורג' אנטוניוס George Arliss ג'ורג' ארליס George Armitage Miller ג'ורג' ארמיטג' מילר George Armstrong ג'ורג' ארמסטרונג George Armstrong Custer ג'ורג' ארמסטרונג קסטר George Baker ג'ורג' בייקר George Balanchine ג'ורג' בלנצ'ין George Ball ג'ורג' בול George Barrow ג'ורג' דה סימונס בארו George Beadle ג'ורג' בידל George Bellows ג'ורג' בלווז George Benjamin ג'ורג' בנג'מין George Berkeley ג'ורג' ברקלי George Bernard Shaw ג'ורג' ברנרד שו George Best ג'ורג' בסט George Beurling ג'ורג' ברלינג George Blake ג'ורג' בלייק George Bonham ג'ורג' בונהאם George Boole ג'ורג' בול George Borba ג'ורג' בורבה George Bovell ג'ורג' בוול George Bowen ג'ורג' בוון George Bridgetower ג'ורג' ברידג'טוור George Brink ג'ורג' ברינק George Burns ג'ורג' ברנס George Bush ג'ורג' בוש George Bush ג'ורג' ווקר בוש George Bush קטגוריה:ג'ורג' ווקר בוש George Bush תבנית:ג'ורג' ווקר בוש George Bush Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'ורג' ווקר בוש George Bush Childhood Home בית הילדות של ג'ורג' ווקר בוש George Bush Intercontinental Airport נמל התעופה יוסטון ג'ורג' בוש George Bush Presidential Center המרכז הנשיאותי ג'ורג' ווקר בוש George Bush Presidential Library הספרייה והמוזיאון הנשיאותיים ג'ורג' בוש George Canning ג'ורג' קנינג George Carlin ג'ורג' קרלין George Chakiris ג'ורג' צ'קיריס George Chrystal ג'ורג' קריסטל George Clinton ג'ורג' קלינטון George Clooney ג'ורג' קלוני George Cohan ג'ורג' קוהאן George Cohen ג'ורג' כהן George Costanza ג'ורג' קוסטנזה George Costigan ג'ורג' קוסטיגן George Coșbuc ג'ורג'ה קושבוק George Cross צלב ג'ורג' George Cruikshank ג'ורג' קרוקשנק George Crumb ג'ורג' קראמב George Cukor ג'ורג' קיוקור George Dalaras יורגוס דאלארס George Dallas ג'ורג' דאלאס George Davies ג'ורג' דייוויס George Devereux ז'ורז' דוורה George DiCarlo ג'ורג' דיקארלו George Eastham ג'ורג' איסטהאם George Eastman ג'ורג' איסטמן George Edmund Street ג'ורג' אדמונד סטריט George Eliava גיאורגי אליאבה George Eliava Institute מכון גיאורגי אליאבה George Eliot ג'ורג' אליוט George Emil Palade ג'ורג'ה אמיל פאלאדה George Enescu ג'ורג'ה אנסקו George Enescu Festival הפסטיבל הבינלאומי ג'ורג'ה אנסקו George Everest ג'ורג' איוורסט George Eyser ג'ורג' אייזר George Fisher ג'ורג' פישר George Flash ג'ורג' פלש George Foot Moore ג'ורג' פוט מור George Forbes ג'ורג' פורבס George Foreman ג'ורג' פורמן George Frideric Handel גאורג פרידריך הנדל George Frideric Handel קטגוריה:גאורג פרידריך הנדל George Friedman ג'ורג' פרידמן George Galloway ג'ורג' גאלאוויי George Gamow ג'ורג' גאמוב George Gaylord Simpson ג'ורג' גיילורד סימפסון George Gerbner ג'ורג' גרבנר George Gershwin ג'ורג' גרשווין George Gervin ג'ורג' גרווין George Gilbert Scott ג'ורג' גילברט סקוט George Graham ג'ורג' גרהאם George Gray ג'ורג' גריי George Grenville ג'ורג' גרנוויל George Grey ג'ורג' גריי George Grosz ג'ורג' גרוס George Grove ג'ורג' גרוב George Gulack גאורג גולק George Gurdjieff גיאורג איבאנוביץ' גורדייף George Habash ג'ורג' חבש George Hamilton ג'ורג' המילטון George Harrison ג'ורג' האריסון George Hawi ג'ורג' חאווי George Henry Mackenzie ג'ורג' הנרי מקנזי George Herbert Mead ג'ורג' הרברט מיד George Hill ג'ורג' היל George Hincapie ג'ורג' הינקאפי George Hitchings ג'ורג' היצ'ינגס George Hodgson ג'ורג' הודג'סון George Hudson ג'ורג' ורנון הדסון George I גיאורגי הראשון George I of Georgia מלך גאורגיה גיאורגי הראשון George I of Great Britain מלך בריטניה ג'ורג' הראשון George I of Greece מלך היוונים גאורגיוס הראשון George II גיאורגי השני George II Rákóczi גיירג' ראקוצי השני George II of Bulgaria קיסר בולגריה גאורגי טרטר השני George II of Georgia מלך גאורגיה גיאורגי השני George II of Great Britain מלך בריטניה ג'ורג' השני George II of Greece מלך היוונים גאורגיוס השני George III גיאורגי השלישי George III of Georgia מלך גאורגיה גיאורגי השלישי George III of the United Kingdom מלך הממלכה המאוחדת ג'ורג' השלישי George IV State Diadem הכתר הממלכתי של ג'ורג' הרביעי George IV of Georgia גיאורגי הרביעי לאשה George IV of the United Kingdom מלך הממלכה המאוחדת ג'ורג' הרביעי George Jung ג'ורג' יאנג George Kadish ג'ורג' קדיש George Karl ג'ורג' קארל George Karra ג'ורג' קרא George Kaufman ג'ורג' קאופמן George Kay ג'ורג' קיי George Kennan ג'ורג' קנאן George Kennedy ג'ורג' קנדי George Kojac ג'ורג' קוז'אק George Koltanowski ג'ורג' קולטנובסקי George Koval ג'ורג' קובאל George Lakoff ג'ורג' לייקוף George Lazenby ג'ורג' לייזנבי George Lichtheim ג'ורג' ליכטהיים George Lucas ג'ורג' לוקאס George Lusztig ג'ורג' לוסטיג George Maduro ג'ורג' מדורו George Male ג'ורג' מייל George Mallory ג'ורג' מאלורי George Mantello ג'ורג'ה מנדל-מנטלו George Marshall ג'ורג' מרשל George Martin ג'ורג' מרטין George Mason Memorial אנדרטת ג'ורג' מייסון George Maxwell Richards ג'ורג' מקסוול ריצ'רדס George McClellan ג'ורג' מקללן George McGovern ג'ורג' מקגוורן George Meade ג'ורג' מיד George Mendenhall ג'ורג' מנדנהול George Meredith ג'ורג' מרדית' George Michael ג'ורג' מייקל George Mihăiță ג'ורג'ה מיכאיצה George Mikan ג'ורג' מיקן George Minatto Paulino ז'ורז'יניו George Minne ג'ורג' מין George Mitchell ג'ורג' מיטשל George Monro ג'ורג' מונרו George Morrell ג'ורג' מורל George Mosse ג'ורג' מוסה George Mostow ג'ורג' מוסטוב George Murray Levick ג'ורג' מאריי לוויק George Newnes ג'ורג' ניונס George Orwell ג'ורג' אורוול George Osborne ג'ורג' אוסבורן George Padmore ג'ורג' פדמור George Paget Thomson ג'ורג' פג'ט תומסון George Papandreou יורגוס פפנדראו George Pataki ג'ורג' פטאקי George Patterson ג'ורג' פטרסון George Patton ג'ורג' פטון George Pattullo ג'ורג' פאטולו George Peppard ג'ורג' פפארד George Pickett ג'ורג' פיקט George Placzek ג'ורג' פלאצ'ק George Prideaux Robert Harris ג'ורג' האריס George Pullman ג'ורג' פולמן George Pólya ג'ורג' פוליה George Pólya Prize פרס פוליה George R. Martin ג'ורג' ר. מרטין George Rawlinson ג'ורג' רולינסון George Reid ג'ורג' רייד George Robertson ג'ורג' רוברטסון George Robledo חורחה רובלדו George Rochberg ג'ורג' רוכברג George Rooke ג'ורג' רוק George Roy Hill ג'ורג' רוי היל George Russell ג'ורג' אלן ראסל George Russell ג'ורג' ראסל George Sand ז'ורז' סאנד George Sanders ג'ורג' סנדרס George Santayana ג'ורג' סנטיאנה George Scott ג'ורג' סי. סקוט George Segal ג'ורג' סיגל George Shultz ג'ורג' שולץ George Simpson ג'ורג' סימפסון George Smiley ג'ורג' סמיילי George Smith ג'ורג' סמית' George Smoot ג'ורג' סמוט George Soros ג'ורג' סורוס George Steinbrenner ג'ורג' סטיינברנר George Stephanopoulos ג'ורג' סטפנופולוס George Stephenson ג'ורג' סטיבנסון George Stevens ג'ורג' סטיבנס George Stigler ג'ורג' סטיגלר George Swindin ג'ורג' סווינדין George Syncellus גאורגיוס סינקלוס George Szell גיאורג סל George Tabori ג'ורג' טבורי George Takei ג'ורג' טאקיי George Tenet ג'ורג' טנט George Topîrceanu ג'ורג'ה טופרצ'אנו George Tsebelis שחקן וטו George Tupou V מלך טונגה ג'ורג' טופו החמישי George V מלך הממלכה המאוחדת ג'ורג' החמישי George V Land ארץ המלך ג'ורג' החמישי George VI מלך הממלכה המאוחדת ג'ורג' השישי George VII of Georgia מלך גאורגיה גיאורגי השביעי George VIII of Georgia מלך גאורגיה גיאורגי השמיני George Vancouver ג'ורג' ונקובר George W. Bush ג'ורג' הרברט ווקר בוש George W. Bush קטגוריה:ג'ורג' הרברט ווקר בוש George W. Bush administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'ורג' הרברט ווקר בוש George Wald ג'ורג' ואלד George Walker ג'ורג' ווקר George Wallace ג'ורג' וולאס George Washington ג'ורג' וושינגטון George Washington קטגוריה:ג'ורג' וושינגטון George Washington Bridge גשר ג'ורג' וושינגטון George Washington University אוניברסיטת ג'ורג' וושינגטון George Wassouf ג'ורג' וסוף George Waterhouse ג'ורג' ווטרהאוס George Weah ג'ורג' ואה George Westinghouse ג'ורג' וסטינגהאוס George Whipple ג'ורג' הויט ויפל George William Palmer ג'ורג' ויליאם פאלמר George William Rendel ג'ורג' ויליאם רנדל George William Russell ג'ורג' ויליאם ראסל George Williams ג'ורג' ויליאמס George Wise ג'ורג' וייז George Wood ג'ורג' ווד George Yardley ג'ורג' יארדלי George and Vulture ג'ורג' אנד ולטשר George de Hevesy ג'ורג' דה הווסי George de Mestral ז'ורז' דה מסטראל George of Trebizond ג'ורג' מטרביזונד George of the Jungle הג'ונגל מת מצחוק GeorgeOfThePurpleBananas/Moose vs. Zoo מוס מול גן החיות GeorgeOfThePurpleBananas/Trifall שלושה סתיו Georges Auric ז'ורז' אוריק Georges Ba ג'ורג' בה Georges Bernanos ז'ורז' ברנאנוס Georges Bizet ז'ורז' ביזה Georges Blanc ז'ורז' בלאן Georges Boulanger ז'ורז' בולנז'ה Georges Braque ז'ורז' בראק Georges Brassens ז'ורז' ברסנס Georges Catroux ז'ורז' קאטרו Georges Charpak ז'ורז' שרפק Georges Chastellain ז'ורז' שסטלן Georges Clemenceau ז'ורז' קלמנסו Georges Courteline ז'ורז' קורטלין Georges Cuvier ז'ורז' קיווייה Georges Danton ז'ורז' דנטון Georges Delerue ז'ורז' דלרו Georges Duhamel ז'ורז' דיאמל Georges Dumézil ז'ורז' דומזיל Georges Ernest Boulanger ז'ורז' בולנז'ה Georges Feydeau ז'ורז' פדו Georges Friedel ז'ורז' פרידל Georges Ifrah ז'ורז' יפרח Georges Lemaître ז'ורז' למטר Georges Mandel ז'ורז' מנדל Georges Matheron ז'ורז' מת'רון Georges Moustaki ז'ורז' מוסטקי Georges Méliès ז'ורז' מלייס Georges Perec ז'ורז' פרק Georges Picquart ז'ורז' פיקאר Georges Pitoëff ז'ורז' פיטואף Georges Pompidou ז'ורז' פומפידו Georges Prêtre ז'ורז' פרטר Georges Renaud ז'ורז' רנו Georges Rouault ז'ורז' רואו Georges Schehadé ז'ורז' שחאדה Georges Seurat ז'ורז' סרה Georges Simenon ז'ורז' סימנון Georges Sorel ז'ורז' סורל Georges Spénale ז'ורז' ספנאל Georges Thierry d'Argenlieu ז'ורז' תיירי ד'ארז'נלייה Georges Thill ז'ורז' טיל Georges Wolinski ז'ורז' וולינסקי Georges de La Tour ז'ורז' דה לה טור Georges-Eugène Haussmann ז'ורז'-אז'ן אוסמן Georgetown ג'ורג'טאון Georgetown Hoyas men's basketball players קטגוריה:כדורסלני אוניברסיטת ג'ורג'טאון Georgetown University אוניברסיטת ג'ורג'טאון Georgetown University faculty קטגוריה:סגל אוניברסיטת ג'ורג'טאון Georgi Asparuhov גאורגי אספרוחוב Georgi Atanasov גאורגי אטנסוב Georgi Bliznashki גאורגי בליזנאשקי Georgi Dimitrov גאורגי דימיטרוב Georgi Kipiani גיאורגי קיפיאני Georgi Kyoseivanov גאורגי קיוסאיבנוב Georgi Markov גאורגי מרקוב Georgi Milanov גאורגי מילאנוב Georgi Parvanov גאורגי פרבאנוב Georgi Plekhanov גאורגי פלחנוב Georgi Todorov גאורגי טודורוב Georgia ג'ורג'יה Georgia גאורגיה Georgia פורטל:גאורגיה Georgia פורטל:גאורגיה/הידעת? Georgia קטגוריה:ג'ורג'יה Georgia קטגוריה:גאורגיה Georgia קטגוריה:יחסי טורקיה-גאורגיה Georgia קטגוריה:יחסי רוסיה-גאורגיה Georgia קטגוריה:כדורגלני נבחרת גאורגיה Georgia קטגוריה:קצרמר גאורגיה Georgia קטגוריה:תבניות ניווט - גאורגיה Georgia תבנית:ג'ורג'יה Georgia Athens את'נס Georgia Atlanta קטגוריה:אטלנטה Georgia Augusta אוגוסטה Georgia Buildings and structures in Atlanta קטגוריה:אטלנטה: מבנים Georgia Bulldogs basketball players קטגוריה:כדורסלני אוניברסיטת ג'ורג'יה Georgia Columbus קולומבוס Georgia Day יום ג'ורג'יה Georgia Gori גורי Georgia Gori קטגוריה:גורי Georgia Guidestones אבני ג'ורג'יה Georgia Institute of Technology המכון הטכנולוגי של ג'ורג'יה Georgia Institute of Technology קטגוריה:המכון הטכנולוגי של ג'ורג'יה Georgia Institute of Technology faculty קטגוריה:סגל המכון הטכנולוגי של ג'ורג'יה Georgia Kareli כארלי Georgia King ג'ורג'יה קינג Georgia Macon מייקון Georgia Milan מילאן Georgia O'Keeffe ג'ורג'יה או'קיף Georgia Oni אוני Georgia Sarpi סארפי Georgia Savannah סוואנה Georgia Sports in Atlanta קטגוריה:אטלנטה: ספורט Georgia Tech Yellow Jackets men's basketball players קטגוריה:כדורסלני המכון הטכנולוגי של ג'ורג'יה Georgia at the Olympics גאורגיה במשחקים האולימפיים Georgia in the Eurovision Song Contest גאורגיה באירוויזיון Georgia national basketball team נבחרת גאורגיה בכדורסל Georgia national football team נבחרת גאורגיה בכדורגל Georgia national football team managers קטגוריה:מאמני נבחרת גאורגיה בכדורגל Georgia-Russia תבנית:רוסיה-גאורגיה Georgian Air Force חיל האוויר הגאורגי Georgian Airways ג'ורג'יאן איירווייז Georgian Armed Forces צבא גאורגיה Georgian Civil War מלחמת האזרחים של גאורגיה Georgian Cup הגביע הגאורגי Georgian Football Federation התאחדות הכדורגל הגאורגית Georgian Intelligence Service שירות הביון של גאורגיה Georgian Legion הלגיון הגאורגי Georgian Military Road הדרך הצבאית הגאורגית Georgian National Academy of Sciences האקדמיה הגאורגית למדעים Georgian National Center of Manuscripts המרכז הלאומי לכתבי-יד של גאורגיה Georgian National Museum המוזיאון הלאומי הגאורגי Georgian National Opera Theater תיאטרון הבלט והאופרה של טביליסי Georgian Orthodox Church הכנסייה הגאורגית האורתודוקסית Georgian Railways סכרתוולוס רקיניגזה Georgian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית של גאורגיה Georgian Stock Exchange הבורסה הגאורגית לניירות ערך Georgian Superliga ליגת העל הגאורגית בכדורסל Georgian Technical University האוניברסיטה הטכנולוגית של גאורגיה Georgian abazi אבזי Georgian architecture אדריכלות ג'ורג'יאנית Georgian emigration in Poland ההגירה הגאורגית לפולין Georgian language גאורגית Georgian language קטגוריה:גאורגית Georgian lari לארי גאורגי Georgian maneti מנתי גאורגי Georgian mythology מיתולוגיה גאורגית Georgian mythology קטגוריה:מיתולוגיה גאורגית Georgian scripts אלפבית גאורגי Georgian uprising on Texel ההתקוממות הגאורגית בטסל Georgian wine יין גאורגי Georgian wine קטגוריה:יינות גאורגיים Georgians גאורגים Georgians תבנית:גאורגים Georgians in Turkey צ'בנבורי Georgian–Abkhazian conflict קטגוריה:הסכסוך הגאורגי-אבחזי Georgian–Armenian War מלחמת גאורגיה-ארמניה Georgian–Ossetian conflict הסכסוך הגאורגי-אוסטי Georgian–Ossetian conflict קטגוריה:הסכסוך הגאורגי-אוסטי Georgia–Israel relations יחסי גאורגיה-ישראל Georgia–Russia relations יחסי גאורגיה-רוסיה Georgie Henley ג'ורג'י הנלי Georgina Beyer ג'ורג'ינה בייר Georgina Rizk ג'ורג'ינה ריזק Georginio Wijnaldum ז'ורז'ינו ויינאלדום Georgios Efrem גאורגיוס אפרם Georgios Jakobides גאורגיוס יאקובידיס Georgios Orphanidis גאורגיוס אורפנידיס Georgios Papadopoulos גאורגיוס פאפאדופולוס Georgios Printezis יורגוס פרינטזיס Georgios Samaras גאורגיוס סמראס Georgios Tsitas גאורגיוס ציטאס Georgios Tzavellas גיורגוס צבלאס Georgism ג'ורג'יזם Georgius Agricola גאורגיוס אגריקולה Georgiy Daneliya גיאורגי דאנליה Georgiy Gongadze גיאורגי גונגדזה Georgsmarienhütte גיאורגסמריינהוטה Georgy Babakin גאורגי בבקין Georgy Beregovoy גאורגי ברגובוי Georgy Chicherin גיאורגי צ'יצ'רין Georgy Flyorov גאורגי פליורוב Georgy Gapon גאורגי גפון Georgy Girl נערה ושמה ג'ורג'י Georgy Grechko גאורגי גרצ'קו Georgy Langemak גאורגי לנגמק Georgy Lvov גאורגי לבוב Georgy Malenkov גאורגי מלנקוב Georgy Poltavchenko גאורגי פולטאבצ'נקו Georgy Pyatakov גאורגי פיאטקוב Georgy Sedov גאורגי סדוב Georgy Sviridov גיאורגי סבירידוב Georgy Tovstonogov גאורגי טובסטונוגוב Georgy Zhukov גאורגי ז'וקוב Geosphere גאוספירה Geospizini קטגוריה:פרושי דרווין Geostationary orbit מסלול גאוסטציונרי Geostationary transfer orbit מסלול מעבר למסלול גאוסטציונרי Geosynchronous Satellite Launch Vehicle GSLV Geosynchronous satellite לוויין גאוסינכרוני Geothermal energy אנרגיה גאותרמית Gepids גפידים Ger גר Ger חסידות גור Ger קטגוריה:חסידות גור Ger toshav גר תושב Gera גרה Gerald Asamoah ג'ראלד אסמואה Gerald Bull ג'ראלד בול Gerald Durrell ג'רלד דארל Gerald Edelman ג'רלד אדלמן Gerald Ford ג'רלד פורד Gerald Ford קטגוריה:ג'רלד פורד Gerald Ford-class aircraft carrier נושאות המטוסים מסדרת ג'רלד פורד Gerald Green ג'רלד גרין Gerald Holtom ג'רלד הולטום Gerald Holton ג'רלד הולטון Gerald Moore ג'ראלד מור Gerald Posner ג'רלד פוזנר Gerald Steinberg ג'ראלד שטיינברג Gerald Tinker ג'רלד טינקר Gerald Vanenburg חרלד וננבורג Gerald Wallace ג'ראלד וולאס Gerald Wilkins ג'רלד וילקינס Geraldine Chaplin ג'רלדין צ'פלין Geraldine Doyle ג'רלדין הוף Geraldine Farrar ג'ראלדין פאראר Geraldine Ferraro ג'רלדין פררו Geraldine James ג'רלדין ג'יימס Geraldine McEwan ג'רלדין מקיואן Geraldine Page ג'רלדין פייג' Geraldine Somerville ג'רלדין סאמרוויל Geraldo Rivera הרלדו ריברה Geraldton ג'רלדטון Geraniaceae גרניים Geraniaceae קטגוריה:גרניים Geraniales גרנאים Geraniales קטגוריה:גרנאים Geranium גרניון Gerar גרר Gerard Behar Center מרכז ז'ראר בכר Gerard Butler ג'רארד באטלר Gerard Deulofeu ג'רארד דאולופאו Gerard Gumbau ג'רארד גומבאו Gerard Hoffnung ג'רארד הופנונג Gerard López ג'רארד לופס Gerard Oskam ג'ראר אוסקם Gerard Piqué ג'רארד פיקה Gerard Schwarz ג'רארד שוורץ Gerard Way ג'רארד ויי Gerard of Cremona ג'רארדו דה קרמונה Gerard of Csanád גלרט הקדוש Gerardo Martino חרארדו מרטינו Gerardo Miranda חרארדו מירנדה Gerardo Torrado חרארדו טוראדו Gerardus Mercator גרארדוס מרקטור Gerasimov Institute of Cinematography VGIK Gerasimus of the Jordan גרסימוס Gerber גרבר Gerber Products Company גרבר Gerbi ג'רבי Gerbil גרביליים Gerbillus גרביל Gerbrand Bakker חרבראנד באקר Gerd Albrecht גרד אלברכט Gerd Binnig גרד ביניג Gerd Bucerius גרד בוצריוס Gerd Faltings גרד פאלטינגס Gerd Kanter גרד קנטר Gerd Müller גרד מילר Gerd Wessig גרד וסיג Gerd Zewe גרד צווה Gerd von Rundstedt גרד פון רונדשטט Geremi Njitap ג'רמי Gerenuk צבי ג'ירפי Geresh גרש Gergely Csiky גרגיי צ'יקי Gergő Kis גרגה קיש Gerhard Armauer Hansen גרהארד ארמור הנסן Gerhard Barkhorn גרהרד ברקהורן Gerhard Berger גרהרד ברגר Gerhard Conrad גרהרד קונרד Gerhard Domagk גרהרד דומק Gerhard Ertl גרהרד ארטל Gerhard Kittel גרהארד קיטל Gerhard Richter גרהרד ריכטר Gerhard Rose גרהרד רוזה Gerhard Schmidt גרהרד שמידט Gerhard Schröder גרהרד שרדר Gerhard von Scharnhorst גרהרד פון שרנהורסט Gerhart Hauptmann גרהרט האופטמן Gerhart Riegner גרהארט ריגנר Geri Halliwell ג'רי האליוול Geri's Game המשחק של גרי Geriatric psychiatry פסיכוגריאטריה Geriatrics גריאטריה Geriatrics קטגוריה:גריאטריה Gerlache Strait מצר ז'רלאש Germ cell tumor גידול תא נבט של השחלה Germ layer שכבת נבט Germa Seyum קיסר אתיופיה גארמה סאיום Germain de Brie ז'רמן דה ברי Germaine Greer ג'רמיין גריר Germaine Ribière ז'רמן ריבייר Germaine Tailleferre ז'רמן טאייפר Germaine de Staël מאדאם דה סטאל German גרמן German AB-Aktion in Poland מבצע אה בה German Aerospace Center המרכז הגרמני לחקר החלל German Air Force לופטוואפה German American Bund האיגוד הגרמני אמריקאי German Army כוחות היבשה של הוורמאכט German Army צבא הקיסרות הגרמנית German Army Detachment Kempf פלגת הארמייה קמפף German Army order of battle צבא הקיסרות הגרמנית במלחמת העולם הראשונה German Autumn 18 באוקטובר 1977 German Basketball Cup הגביע הגרמני בכדורסל German Caucasus Expedition חיל המשלוח הגרמני לקווקז German Colony המושבה הגרמנית German Communist Party DKP German Confederation הקונפדרציה הגרמנית German Crown Prince Wilhelm יורש העצר של גרמניה וילהלם German DJs קטגוריה:תקליטנים גרמנים German Democratic Party המפלגה הדמוקרטית הגרמנית German East Africa מזרח אפריקה הגרמנית German Emperor Frederick III קיסר גרמניה פרידריך השלישי German Emperor Wilhelm II קיסר גרמניה וילהלם השני German Emperor William I קיסר גרמניה וילהלם הראשון German Empire הקיסרות הגרמנית German Empire קטגוריה:האימפריה הגרמנית German Empire in World War I קטגוריה:האימפריה הגרמנית במלחמת העולם הראשונה German Expressionism הקולנוע האקספרסיוניסטי הגרמני German Expressionist films קטגוריה:הקולנוע האקספרסיוניסטי הגרמני German Footballer of the Year תבנית:כדורגלן השנה בגרמניה German Freedom Party מפלגת החופש הגרמנית German Freemasons קטגוריה:גרמנים חברי הבונים החופשיים German Grand Prix גרנד פרי גרמניה German Instrument of Surrender כניעת גרמניה הנאצית German Jewish communities קטגוריה:קהילות יהודיות בגרמניה German Jewish military personnel of World War I קטגוריה:אנשי צבא גרמנים יהודים במלחמת העולם הראשונה German Jews קטגוריה:יהודים גרמנים German Lutheran clergy קטגוריה:אנשי דת גרמנים לותרנים German Museum of Technology המוזיאון הגרמני לטכנולוגיה German National People's Party מפלגת העם הלאומית הגרמנית German Navy דויטשה מרינה German Navy קטגוריה:הצי הגרמני German New Guinea גינאה החדשה הגרמנית German Nobel laureates קטגוריה:זוכי פרס נובל גרמנים German Peace Society האגודה הגרמנית לשלום German Peasants' War מרד האיכרים של אלזס German People's Party מפלגת העם הגרמנית German Progress Party מפלגת הקדמה הגרמנית German Reich הרייך הגרמני German Renaissance painters קטגוריה:ציירים גרמנים מתקופת הרנסאנס German Resistance קטגוריה:מתנגדים גרמנים למשטר הנאצי German Revolution of 1918–19 המהפכה הגרמנית German Righteous Among the Nations קטגוריה:גרמנים חסידי אומות העולם German Roman Catholic priests קטגוריה:אנשי דת גרמנים קתולים German Shepherd רועה גרמני German Shorthaired Pointer פוינטר גרמני קצר שיער German South-West Africa דרום-מערב אפריקה הגרמנית German South-West Africa קטגוריה:דרום-מערב אפריקה הגרמנית German Type IX submarine הצוללות מדגם IX German Unity Day יום האחדות הגרמנית German Wikipedia ויקיפדיה הגרמנית German World War I pilots קטגוריה:טייסים גרמנים במלחמת העולם הראשונה German World War II divisions קטגוריה:דיוויזיות הוורמאכט German World War II flying aces קטגוריה:אלופי הפלות גרמנים במלחמת העולם השנייה German actors קטגוריה:שחקני קולנוע וטלוויזיה גרמנים German anarchists קטגוריה:אנרכיסטים גרמנים German anatomists קטגוריה:אנטומיסטים גרמנים German anthropologists קטגוריה:אנתרופולוגים גרמנים German archaeologists קטגוריה:ארכאולוגים גרמנים German architects קטגוריה:אדריכלים גרמנים German architecture קטגוריה:גרמניה: אדריכלות German art critics קטגוריה:מבקרי אמנות גרמנים German artists קטגוריה:אמנים גרמנים German astronomers קטגוריה:אסטרונומים גרמנים German athletes קטגוריה:אתלטים גרמנים German attacks on Nauru הפשיטות הגרמניות על נאורו German autobiographers קטגוריה:כותבי אוטוביוגרפיה גרמנים German auxiliary Alster אלסטר German auxiliary cruiser Atlantis אטלנטיס German aviators קטגוריה:טייסים גרמנים German award winners קטגוריה:מקבלי 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קטגוריה:צ'לנים גרמנים German clergy קטגוריה:אנשי דת גרמנים German coats of arms קטגוריה:גרמניה: סמלים German colonial empire האימפריה הקולוניאלית הגרמנית German colonial empire קטגוריה:האימפריה הקולוניאלית הגרמנית German colonisation in Africa קטגוריה:האימפריה הקולוניאלית הגרמנית באפריקה German comedians קטגוריה:קומיקאים גרמנים German communists קטגוריה:קומוניסטים גרמנים German composers קטגוריה:מלחינים גרמנים German conductors קטגוריה:מנצחים גרמנים German criminals קטגוריה:מורשעים בדין בגרמניה German cruiser Admiral Graf Spee אדמירל גרף שפיי German cruiser Admiral Hipper אדמירל היפר German cruiser Admiral Scheer אדמירל שר German cruiser Prinz Eugen פרינץ אויגן German cuisine המטבח הגרמני German cuisine קטגוריה:המטבח הגרמני German culture קטגוריה:גרמניה: תרבות German cyclists קטגוריה:רוכבי אופניים גרמנים German diplomats קטגוריה:דיפלומטים גרמנים German directors קטגוריה:במאים גרמנים German discus throwers קטגוריה:זורקי דיסקוס גרמנים German dramatists and playwrights קטגוריה:מחזאים גרמנים German economists קטגוריה:כלכלנים גרמנים German editors קטגוריה:עורכים גרמנים German educational theorists קטגוריה:אנשי חינוך גרמנים German engineers קטגוריה:מהנדסים גרמנים German essayists קטגוריה:מסאים גרמנים German explorers קטגוריה:מגלי ארצות גרמנים German fashion designers קטגוריה:מעצבי אופנה גרמנים German female tennis players קטגוריה:טניסאיות גרמניות German feminists קטגוריה:פמיניסטים גרמנים German fighter aircraft קטגוריה:מטוסי קרב גרמניים German film directors קטגוריה:במאי קולנוע גרמנים German film producers קטגוריה:מפיקי קולנוע גרמנים German films קטגוריה:סרטים גרמניים German flags תבנית:דגלי מדינות גרמניה German flautists קטגוריה:חלילנים גרמנים German football managers קטגוריה:מאמני כדורגל גרמנים German footballers קטגוריה:כדורגלנים גרמנים German generals קטגוריה:גנרלים גרמנים German geographers קטגוריה:גאוגרפים גרמנים German gold mark גולדמרק German gymnasts קטגוריה:מתעמלים גרמנים German handball clubs קטגוריה:קבוצות כדוריד גרמניות German historians קטגוריה:היסטוריונים גרמנים German horror films קטגוריה:סרטי אימה גרמניים German illustrators קטגוריה:מאיירים גרמנים German income approach גישת ההכנסות הגרמנית German invasion of Belgium הפלישה הגרמנית לבלגיה German invasion of Luxembourg הפלישה הגרמנית ללוקסמבורג German inventions קטגוריה:גרמניה: המצאות German inventors קטגוריה:ממציאים גרמנים German journalists קטגוריה:עיתונאים גרמנים German judges קטגוריה:שופטים גרמנים German jurists קטגוריה:משפטנים גרמנים German language גרמנית German language קטגוריה:גרמנית German law קטגוריה:גרמניה: חוק ומשפט German lawyers קטגוריה:עורכי דין גרמנים German literary critics קטגוריה:מבקרי ספרות גרמנים German literary theorists קטגוריה:חוקרי ספרות גרמנים German literature ספרות גרמנית German long jumpers קטגוריה:קופצים לרוחק גרמנים German mathematicians קטגוריה:מתמטיקאים גרמנים German military personnel קטגוריה:אנשי צבא גרמנים German military personnel killed in action קטגוריה:חללי קרבות גרמנים German military personnel of World War I קטגוריה:אנשי צבא גרמנים במלחמת העולם הראשונה German military personnel of World War II קטגוריה:אנשי הוורמאכט German military personnel of the Bundeswehr קטגוריה:חיילי הבונדסוור German military physicians קטגוריה:רופאים צבאיים גרמנים German mistreatment of Soviet prisoners of war רצח שבויי מלחמה סובייטים בידי הנאצים German models קטגוריה:דוגמניות גרמניות German monarchs תבנית:מלכים וקיסרים גרמניים German music קטגוריה:מוזיקה גרמנית German musical groups קטגוריה:להקות גרמניות German musicians קטגוריה:מוזיקאים גרמנים German musicologists קטגוריה:מוזיקולוגים גרמנים German neurologists קטגוריה:נוירולוגים גרמנים German newspaper editors קטגוריה:עורכי עיתונים גרמנים German nobility קטגוריה:אצולה גרמנית German noble families קטגוריה:בתי אצולה גרמניים German nuclear weapon project פרויקט הגרעין של גרמניה הנאצית German occupation of Czechoslovakia חלוקת צ'כוסלובקיה ערב מלחמת העולם השנייה German occupation of Estonia during World War I כיבוש אסטוניה במלחמת העולם הראשונה German opera singers קטגוריה:זמרי אופרה גרמנים German opinion journalists קטגוריה:פובליציסטים גרמנים German orchestras קטגוריה:תזמורות גרמניות German order of battle for Operation Fall Weiss סדר כוחות הצבא הגרמני במערכה בפולין German organists קטגוריה:נגני עוגב גרמנים German orientalists קטגוריה:מזרחנים גרמנים German ostruble אוסטרובל German painters קטגוריה:ציירים גרמנים German panzer divisions קטגוריה:דיוויזיות שריון גרמניות German people by occupation קטגוריה:גרמנים לפי מקצוע German people of World War I קטגוריה:גרמנים במלחמת העולם הראשונה German people of World War II קטגוריה:גרמנים במלחמת העולם השנייה German people with disabilities קטגוריה:נכות: גרמנים German philosophers קטגוריה:פילוסופים גרמנים German philosophy פילוסופיה גרמנית German photographers קטגוריה:צלמים גרמנים German physicians קטגוריה:רופאים גרמנים German physicists קטגוריה:פיזיקאים גרמנים German physiologists קטגוריה:פיזיולוגים גרמנים German pianists קטגוריה:פסנתרנים גרמנים German plays קטגוריה:מחזות גרמניים German poetry קטגוריה:שירה גרמנית German poets 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Germany at the Paralympics גרמניה במשחקים הפאראלימפיים Germany in the Eurovision Song Contest גרמניה באירוויזיון Germany location map templates קטגוריה:תבניות מיפוי לפי מדינות: גרמניה Germany national basketball team נבחרת גרמניה בכדורסל Germany national football team נבחרת גרמניה בכדורגל Germany national football team managers קטגוריה:מאמני נבחרת גרמניה בכדורגל Germany national football team managers תבנית:מאמני נבחרת גרמניה בכדורגל Germany national football team navigational boxes קטגוריה:סגלי נבחרת גרמניה בכדורגל Germany national under-21 football team נבחרת גרמניה בכדורגל עד גיל 21 Germany squad 1991 FIFA Women's World Cup תבנית:נבחרת גרמניה בכדורגל נשים במונדיאל 1991 Germany squad 1994 FIFA World Cup תבנית:נבחרת גרמניה במונדיאל 1994 Germany squad 1995 FIFA Women's World Cup תבנית:נבחרת גרמניה בכדורגל נשים במונדיאל 1995 Germany squad 1998 FIFA World Cup תבנית:נבחרת גרמניה במונדיאל 1998 Germany squad 2002 FIFA World Cup תבנית:נבחרת גרמניה במונדיאל 2002 Germany squad 2003 FIFA 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2013 Germany stubs קטגוריה:קצרמר גרמניה Germany templates קטגוריה:תבניות ניווט - גרמניה Germany women's national football team נבחרת גרמניה בכדורגל נשים Germany! 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Get the Party Started Get the Party Started Getae גטים Getafe CF חטאפה Getafe CF footballers קטגוריה:כדורגלני חטאפה Getafe CF managers קטגוריה:מאמני חטאפה Getatchew Mekurya גטאצ'וו מקוריה Gether גתר Gethin Anthony גת'ין אנתוני Gethsemane גת שמנים Gett: The Trial of Viviane Amsalem גט - המשפט של ויויאן אמסלם Gettin' Over You Gettin' Over You Getting On מחזיקות מעמד Getting Things Done Getting Things Done Getting started עזרה:תפריט ראשי/על אודות ויקיפדיה Getting to Yes סיכום חיובי Getty Images גטי אימג'ס Gettysburg Address נאום גטיסברג Getúlio Vargas ז'טוליו ורגאס Geula גאולה Geulah Cohen גאולה כהן Geulat Yisrael גאולת ישראל Geulei Teiman גאולי תימן Geulim גאולים Geuzenpenning פרס גזן Geva גבע Geva Alon גבע אלון Geva Binyamin גבע בנימין Geva Carmel גבע כרמל Geva Zeichner משתמש:גבע Geva Zeichner/Sandbox משתמש:גבע/ארגז חול Geva Zeichner/Sandbox/Officeholder משתמש:גבע/ארגז חול/איש ציבור Geva Zeichner/Sandbox/Officeholder/Office משתמש:גבע/ארגז חול/איש ציבור/משרה Gevaot גבעות Gevatron הגבעטרון Gever tov קריית שמואל Gevgelija גבגליה Gevil גוויל Gevim גבים Gevorg Ghazaryan גאבורג גאזריאן Gewandhaus גוונדהאוס Gewehr 41 Gewehr 41 Gewehr 43 Gewehr 43 Gewehr 98 Gewehr 98 Gewirtz גבירץ Gewürztraminer גווירצטרמינר Geyser גייזר Geysers קטגוריה:גייזרים Gezel sheina גזל שינה Gezer גזר Gezer תל גזר Gezer Regional Council מועצה אזורית גזר Gezer Regional Council קטגוריה:מועצה אזורית גזר Gezer Regional Council תבנית:מועצה אזורית גזר Gezer calendar לוח גזר Gezi Park protests גל המחאות בטורקיה Ggdaboy.png תמונה:A Boy Named Goo cover.jpg Ggdletlovein.png תמונה:Goo Goo Dolls - Let Love In.jpg Ggdwhati.png Art & Commerce.jpg Opinion תמונה:Goo Goo Dolls What I Learned About Ego Ghada Karmi ראדה כרמי Ghada Shouaa ע'אדה שועאע Ghada al-Samman ע'אדה א-סמאן Ghadames רדאמס Ghadir class submarine גדיר Ghadir-class submarine גדיר Ghajar ע'ג'ר Ghaly משתמש:Ghaly GhalyBot משתמש:GhalyBot Ghana גאנה Ghana קטגוריה:גאנה Ghana Fort Amsterdam מצודת אמסטרדם Ghana Fort Goede Hoop מצודת גוד הופ Ghana at the Olympics גאנה במשחקים האולימפיים Ghana at the Paralympics גאנה במשחקים הפאראלימפיים Ghana national football team נבחרת גאנה בכדורגל Ghana national football team managers קטגוריה:מאמני נבחרת גאנה בכדורגל Ghana national football team navigational boxes קטגוריה:סגלי נבחרת גאנה בכדורגל Ghana squad 2006 FIFA World Cup תבנית:נבחרת גאנה במונדיאל 2006 Ghana squad 2010 FIFA World Cup תבנית:נבחרת גאנה במונדיאל 2010 Ghana squad 2014 FIFA World Cup תבנית:נבחרת גאנה במונדיאל 2014 Ghana templates קטגוריה:תבניות ניווט - גאנה Ghana women's national football team נבחרת גאנה בכדורגל נשים Ghanaian cuisine המטבח הגאנאי Ghanaian footballers קטגוריה:כדורגלנים גנאים Ghanaian people קטגוריה:גנאים Ghanaian politicians קטגוריה:פוליטיקאים גנאים Ghanaian sportspeople קטגוריה:ספורטאים גנאים Ghana–Israel relations יחסי גאנה-ישראל Ghanzi גנזי Ghardaia Sign Language שפת הסימנים של יהודי אלג'יריה Gharial גאביאל Ghassan Alian רסאן עליאן Ghassan Kanafani ע'סאן כנפאני Ghassan Tueni ע'סאן תוויני Ghassanids שבט ע'סאן Ghassulian תלוליות ע'סול Ghat גהאט Ghawar Field שדה גוואר Ghayn Ғ Ghayn غ Ghazi ראזי Ghazi Falah ראזי פלאח Ghazi Mashal Ajil al-Yawer ע'אזי אל-יאוור Ghazi of Iraq מלך עיראק ראזי Ghaznavids השושלת הע'זנווית Ghe with upturn Ґ Ghee גהי Ghent גנט Ghent Altarpiece תמונת המזבח של גנט Ghent St Bavo's Cathedral קתדרלת באוו הקדוש Gheorghe Apostol גאורגה אפוסטול Gheorghe Argeșanu גאורגה ארג'שאנו Gheorghe Buzatu גאורגה בוזאטו Gheorghe Gh. Mârzescu ג'אורג'ה מרזסקו Gheorghe Gheorghiu-Dej גאורגה גאורגיו-דז' Gheorghe Grigore Cantacuzino גאורגה קנטאקוזינו Gheorghe Hagi גאורגה חאג'י Gheorghe Mureșan גאורגה מורשאן Gheorghe Popescu גאורגה פופסקו Gheorghe Sarău גאורגה סאראו Gheorghe Tătărescu גאורגה טטרסקו Gheorghe Ursu פרשת גאורגה אורסו Gheorghe Zamfir גאורגה זמפיר Gheorghe Ștefan שליט מולדובה גאורגה שטפאן Gherasim Luca גראסים לוקה Gherla גרלה Gherman Titov גרמן טיטוב Ghetto גטו Ghetto Fighters' House בית לוחמי הגטאות Ghetto Gospel Ghetto Gospel Ghetto benches ספסלי גטו Ghetto uprising מרידות בגטאות Ghettos in Nazi-occupied Europe קטגוריה:גטאות בשואה Ghia Nodia גיאה נודיה Ghil'ad Zuckermann גלעד צוקרמן Ghillie suit חליפת הסוואה Ghirardelli Chocolate Company גיררדלי Ghirmay Ghebreslassie גירמיי גבריסלסי Ghiyas ud din Balban ע'יאס אל-דין בלבן Ghods Ababil אבאביל Ghods Mohajer מוהאג'ר Gholam Reza Aghazadeh גולאם רזא אגאזאדה Ghost רוח רפאים Ghost רפאים Ghost Dog: The Way of the Samurai גוסט דוג: דרכו של סמוראי Ghost Reveries Ghost Reveries Ghost Rider גוסט ריידר Ghost Rider 2 Poster.jpg קובץ:Ghost Rider 2 Poster.jpeg Ghost Rider: Spirit of Vengeance גוסט ריידר: רוח הנקמה Ghost Whisperer הלוחשת לרוחות Ghost World העולם שבפנים Ghost bat עטלף רפאים Ghost films קטגוריה:סרטי רוחות רפאים Ghost frog הלאופריניים Ghost hunting ציד רוחות רפאים Ghost in the Shell הרוח שבמעטפת Ghost ship ספינת רפאים Ghost ships קטגוריה:ספינות רפאים Ghost station תחנות רפאים Ghost town עיר רפאים Ghost towns קטגוריה:ערי רפאים GhostNet GhostNet GhostRiderBigPoster.jpg קובץ:Ghostr1.jpg Ghostbusters מכסחות השדים Ghostbusters מכסחי השדים Ghostbusters קטגוריה:מכסחי השדים Ghostbusters II מכסחי השדים 2 Ghosts רוחות Ghostwriter סופר צללים Ghoti Ghoti Ghoul ע'ול Ghouta ע'וטה Ghouta chemical attack המתקפה הכימית בע'וטה Ghrelin גרלין Ghriba synagogue bombing פיגוע התופת בבית הכנסת אלגריבה Ghuwayr Abu Shusha ע'ויר אבו שושה Gia ג'יה Gia Carangi ג'יה קרנג'י Giaches de Wert ז'אק דה ורט Giacinto Facchetti ג'אצ'ינטו פאקטי Giacomo Agostini ג'אקומו אגוסטיני Giacomo Barozzi da Vignola ג'אקומו בארוצי דה ויניולה Giacomo Bonaventura ג'אקומו בונאוונטורה Giacomo Brogi ג'אקומו ברוג'י Giacomo Bulgarelli ג'אקומו בולגרלי Giacomo Carissimi ג'אקומו קריסימי Giacomo Casanova ג'קומו קזנובה Giacomo Lauri-Volpi ג'אקומו לאורי-וולפי Giacomo Leopardi ג'אקומו ליאופרדי Giacomo Matteotti ג'אקומו מאטיאוטי Giacomo Meyerbeer ג'אקומו מאיירבר Giacomo Puccini ג'אקומו פוצ'יני Giacomo Quarenghi ג'קומו קברנגי Giacomo del Duca ג'אקומו דל דוקה Giaginskaya גיאגינסקאיה Giambattista Nolli ג'אמבטיסטה נולי Giambattista Vico ג'אמבטיסטה ויקו Giambattista della Porta ג'מבטיסטה דלה פורטה Giambologna ג'אמבולוניה Giampaolo Pazzini ג'אמפאולו פאציני Giampiero Boniperti ג'מפיירו בוניפרטי Gian Carlo Menotti ג'אן קרלו מנוטי Gian Francesco Malipiero ג'אן פרנצ'סקו מאליפיירו Gian Galeazzo Sforza ג'אן גלאצו ספורצה Gian Galeazzo Visconti ג'אן גלאצו ויסקונטי Gian Lorenzo Bernini ג'ובאני לורנצו ברניני Gian Maria Volontè ג'אן מריה וולונטה Giancarlo Antognoni ג'אנקרלו אנטוניוני Giancarlo De Sisti ג'אנקרלו דה סיסטי Giancarlo Esposito ג'יאנקרלו אספוזיטו Giancarlo Giannini ג'אנקרלו ג'אניני Giancarlo González ג'אנקרלו גונסאלס Gianfranco Zola ג'אנפרנקו זולה Gianluca Basile ג'אנלוקה באזילה Gianluca Gaudino ג'אנלוקה גאודינו Gianluca Maria ג'יאנלוקה מאריה Gianluca Pagliuca ג'אנלוקה פליוקה Gianluca Pessotto ג'אנלוקה פסוטו Gianluca Vialli ג'אנלוקה ויאלי Gianluca Zambrotta ג'אנלוקה זמברוטה Gianluigi Buffon ג'אנלואיג'י בופון Gianluigi Donnarumma ג'אנלואיג'י דונארומה Gianluigi Gelmetti ג'אנלואיג'י ג'למטי Gianluigi Lentini ג'אנלואיג'י לנטיני Gianni Agnelli ג'אני אניילי Gianni Infantino ג'אני אינפנטינו Gianni Rivera ג'אני ריברה Gianni Rodari ג'אני רודארי Gianni Schicchi ג'אני סקיקי Gianni Versace ג'אני ורסצ'ה Giannis Antetokounmpo יאניס אנדטוקומפו Gianpiero Combi ג'אנפיירו קומבי Giant ענק Giant Steps Giant steps Giant Swing נדנדת הענק Giant anteater דוב נמלים ענק Giant armadillo ארמדיל ענק Giant beaked whale לווייתן מקור ענק Giant coot אגמית ענקית Giant eland אילנד ענק Giant forest genet גחן ענק Giant forest hog חזיר יער ענק Giant granadilla שעונית מרובעת Giant huntsman spider הטרופודה מאקסימה Giant kingfisher שלדג ענק Giant magnetoresistance התנגדות מגנטית עצומה Giant oceanic manta ray מנטה ענק Giant order הסדר הענק Giant otter לוטרת ענק Giant otter shrew טנרק לוטרה ענק Giant panda פנדה ענק Giant pangolin פנגולין ענק Giant peccary פקארי ענק Giant petrel יסעור ענק Giant salamander סלמנדרות ענקיות Giant squid דיונון ענק Giant squid קטגוריה:דיונוני ענק Giant star ענק Giant stars קטגוריה:ענקים Giant trevally צנינית ענק Giant tube worm תולעת צינור ענקית Giant's Causeway סוללת הענק Giant's kettle מכתש קרחוני Giant-cell arteritis דלקת עורק הרקה Giant-impact hypothesis השערת ההתנגשות הענקית Giants גיגאנטים Giants Stadium אצטדיון ג'איינטס Giardia lamblia Giardia lamblia Gib גיב Gib Mihăescu ג'יב מיכייסקו Gibb גיב Gibbard–Satterthwaite theorem משפט גיבארד-סתרסוויט Gibberellin ג'יברלין Gibberish ג'יבריש Gibberish language קטגוריה:ג'יבריש Gibbon גיבון Gibbon גיבונים Gibbons גיבונס Gibbons קטגוריה:גיבונים Gibborim גיבורים Gibbs גיבס Gibbs free energy אנרגיה חופשית של גיבס Gibbs paradox פרדוקס גיבס Gibbs phenomenon תופעת גיבס Gibbs–Donnan effect אפקט גיבס-דונן Gibe region אזור גיב Gibeah תל אל פול Gibeon גבעון Gibor Basri גיבור בצרי Gibor Sport House בית גיבור ספורט Gibraltar גיברלטר Gibraltar קטגוריה:גיברלטר Gibraltar Anthem המנון גיברלטר Gibraltar Cable Car רכבל גיברלטר Gibraltar Chronicle ג'יברלטר כרוניקל Gibraltar International Airport נמל התעופה גיברלטר Gibraltar National Day היום הלאומי של גיברלטר Gibraltar Parliament הפרלמנט של גיברלטר Gibraltar Premier Division ליגת העל של גיברלטר בכדורגל Gibraltar national football team נבחרת גיברלטר בכדורגל Gibraltarian Jews קטגוריה:יהודים גיברלטרים Gibraltarian footballers קטגוריה:כדורגלנים גיברלטרים Gibraltarian people קטגוריה:גיברלטרים Gibraltarian politicians קטגוריה:פוליטיקאים גיברלטרים Gibraltarians גיברלטרים Gibson גיבסון Gibson Desert מדבר גיבסון Gibson Guitar Corporation גיבסון Gibson Les Paul גיבסון לס פול Gibson SG גיבסון SG Gibson assembly הרכבת גיבסון Gibton גבתון Gichin Funakoshi גיצ'ין פונאקושי Gid hanasheh גיד הנשה Gideon גדעון Gideon גדעון בן יואש Gideon Amichay גדעון עמיחי Gideon Ben-Yisrael גדעון בן-ישראל Gideon Brecher גדעון ברכר Gideon Eilat גדעון אילת Gideon Ezra גדעון עזרא Gideon Force כוח גדעון Gideon Gadot גדעון גדות Gideon Gechtman גדעון גכטמן Gideon Greif גדעון גרייף Gideon Hausner גדעון האוזנר Gideon Jablonka גדעון יבלונקה Gideon Klein גדעון קליין Gideon Kliger גידי קליגר Gideon Koren גידי קורן Gideon Levy גדעון לוי Gideon Mantell גדעון מנטל Gideon Meir גדעון מאיר Gideon Mer גדעון מר Gideon Patt גדעון פת Gideon Rachman גדעון רחמן Gideon Rafael גדעון רפאל Gideon Raff גידי רף Gideon Sa'ar גדעון סער Gideon Sagi גדעון שגיא Gideon Schocken גדעון שוקן Gideon Spiro גדעון ספירו Gideon Ståhlberg גדעון סטולברג Gideon Sundback גדעון סאנדבק Gideon Toury גדעון טורי Gidi Avivi גידי אביבי Gidi Damti גדעון דמתי Gidi Gov גידי גוב Gidi Kanyuk גידי קאניוק Gidi Pass מעבר הגידי Gidip משתמש:Gidip Gidon Kremer גדעון קרמר Gidona גדעונה Giemsa stain צביעת גימזה Giessen גיסן Giethoorn חיטהורן Giffen good מוצר גיפן Gift מתנה Gift basket חבילת שי Gift economy כלכלת מתנה Gift offering קורבן מנחה Giftedness קטגוריה:מחוננות Gifu גיפו Gifu Prefecture גיפו Gifu Yaotsu יאוטסו Gig Young גיג יאנג Giga- תחיליות במערכת היחידות הבינלאומית#גיגה Giganotosaurus גיגאנוטוזאורוס Gigantic ענקי Gigantism ענקיות Gigantopithecus גיגנטופיתקוס Gigantspinosaurus גיגאנטספינוזאור Gigar קיסר אתיופיה ג'יגר Gigen גיגן Gigi ג'יג'י Gigi גיגי Gigi Hadid ג'יג'י חדיד Gigliola Cinquetti ג'יליולה צ'ינקווטי Gigue ג'יג Gihon גיחון Gihon Spring גיחון Gijón חיחון Gil Aldema גיל אלדמע Gil Alon גיל אלון Gil Amelio גיל אמיליו Gil Bellows גיל בלוז Gil Cohen גיל כהן Gil Evans גיל אוונס Gil Gerard גיל ג'רארד Gil Kalai גיל קלעי Gil Lavi גיל לביא Gil Mossinson גילי מוסינזון Gil Ofarim גיל עופרים Gil Shaham גיל שחם Gil Shohat גיל שוחט Gil Shwed גיל שויד Gil Simkovitch גיל סימקוביץ' Gil Vermouth גילי ורמוט Gil Vicente ז'יל ויסנטה Gil Vicente F.C. ז'יל ויסנטה Gil Vicente F.C. players קטגוריה:כדורגלני ז'יל ויסנטה Gil-galad גיל-גאלאד Gila גילה Gila Almagor גילה אלמגור Gila Finkelstein גילה פינקלשטיין Gila Gamliel גילה גמליאל Gila Golan גילה גולן Gila River חילה Gila monster הלודרמה מרירית Gila trout טרוטת חילה Gilad Bloom גלעד בלום Gilad Erdan גלעד ארדן Gilad Janklowicz גלעד ינקלוביץ' Gilad Kahana גלעד כהנא Gilad Kariv גלעד קריב Gilad Karni גלעד קרני Gilad Kleter גלעד קלטר Gilad Margalit גלעד מרגלית Gilad Segev גלעד שגב Gilad Shalit גלעד שליט Gilad Shalit קטגוריה:גלעד שליט Gilad Shalit prisoner exchange עסקת שליט Gilan Province גילאן Gilat גילת Gilat Satellite Networks גילת רשתות לווין Gilbert גילברט Gilbert & George גילברט וג'ורג' Gilbert Arenas גילברט ארינאס Gilbert Bécaud ז'ילבר בקו Gilbert Cesbron ז'ילבר ססברון Gilbert Clayton גילברט קלייטון Gilbert Collection אוסף גילברט Gilbert Durand ז'ילבר דוראן Gilbert Herdt גילברט הרדט Gilbert Islands איי גילברט Gilbert Islands קטגוריה:איי גילברט Gilbert Levine גילברט לוין Gilbert Lewis גילברט ניוטון לואיס Gilbert Vernam גילברט סטנפורד ורנם Gilbert White גילברט וייט Gilbert and Marshall Islands campaign המערכה באיי גילברט ומרשל Gilbert and Sullivan גילברט וסאליבן Gilbert schema for Ulysses סכמות גילברט ולינאטי ליוליסס Gilbert's syndrome תסמונת גילברט Gilberto ז'ילברטו Gilberto Freyre ז'ילברטו פריירה Gilberto Gil ז'ילברטו ז'יל Gilberto Silva ז'ילברטו סילבה Gilberto da Silva Melo ז'ילברטו דה סילבה מלו Gilboa גלבוע Gilboa Regional Council מועצה אזורית הגלבוע Gilboa Regional Council קטגוריה:מועצה אזורית הגלבוע Gilboa Regional Council תבנית:מועצה אזורית הגלבוע Gilda גילדה Gildor Inglorion גילדור Gilead הגלעד Gilead Sher גלעד שר Giles Cooper ג'יילס קופר Giles of Viterbo אג'ידיו דה ויטרבו Gilgal גלגל Gilgamesh גילגמש Gilgamesh he משתמש:גילגמש Gilgit-Baltistan גילגיט-בלטיסטן Gili Bar-Hillel גילי בר-הלל Gili Landau גילי לנדאו Gill זימים Gill raker זיז הזים Gillan גילן Gillender Building בניין גילנדר Gilles Bernheim ז'יל ברנהיים Gilles Binchois ז'יל בנשואה Gilles Brassard ז'יל ברסר Gilles Deleuze ז'יל דלז Gilles Goujon ז'יל גוז'ון Gilles Grimandi ז'יל גרימנדי Gilles Simon ז'יל סימון Gilles Tréhin ז'יל טראין Gilles de Rais ז'יל דה רה Gilles de Roberval ז'יל פרסון דה רוברוואל Gillette ג'ילט Gillette Stadium אצטדיון ג'ילט Gilliam משתמש:GilliamJF Gillian Anderson ג'יליאן אנדרסון Gillian Rubinstein ג'יליאן רובינשטיין Gillian Welch גיליאן ולץ' Gillies גיליס Gillingham F.C. ג'ילינגהאם Gillingham F.C. players קטגוריה:כדורגלני ג'ילינגהאם Gilman גילמן Gilmore Girls בנות גילמור Gilmour גילמור Gilo גילה Gilon גילון Gilt Bronzes from Cartoceto di Pergola פסלי הארד המוזהבים מקרטוקטו די פרגולה Gilt-head bream ספרוס זהוב Gilyonim בשורות Gimel ג Gimena Accardi חימנה אקרדי Gimli גימלי Gimli Glider דאון גימלי Gimme More Gimme More Gimmetrow/test ישראל Gimmetrow/test2 ישראל Gimmick גימיק Gimmicks Three תחבולות שלוש Gimnasia y Esgrima de La Plata footballers קטגוריה:כדורגלני חימנסיה לה פלאטה Gimnàstic de Tarragona ז'ימנסטיק טרגונה Gimnàstic de Tarragona footballers קטגוריה:כדורגלני ז'ימנסטיק טרגונה Gimpel גימפל Gimzo גמזו Gin ג'ין Gin and tonic ג'ין אנד טוניק Gina Bachauer ג'ינה בכאואר Gina Bellman ג'ינה בלמן Gina G ג'ינה ג'י Gina Gershon ג'ינה גרשון Gina Lollobrigida ג'ינה לולובריג'ידה Gina McKee ג'ינה מקי Gina Raimondo ג'ינה ריימונדו Gina Rodriguez ג'ינה רודריגז Ginaton גנתון Ginegar גניגר Ginette Neveu ז'ינט נבה Ginevra de' Benci ג'ינברה דה בנצ'י Ginger זנגביל Ginger Baker ג'ינג'ר בייקר Ginger Fish ג'ינג'ר פיש Ginger Huber ג'ינג'ר הובר Ginger Lynn ג'ינג'ר לין Ginger Rogers ג'ינג'ר רוג'רס Ginger ale ג'ינג'ר אייל Gingerbread לחם זנגביל Gingerbread man איש לחם זנגביל Gingivitis דלקת חניכיים Gini coefficient מדד ג'יני Ginkgo biloba גינקגו דו-אונתי Ginkgo-toothed beaked whale לווייתן מקור שיני-עלים Ginni Rometty וירג'יניה רומטי Ginni.S/sandbox כתב סיני#סינית מפושטת Ginnifer Goodwin ג'יניפר גודווין Ginny Duenkel וירג'יניה דנקל Gino Bartali ג'ינו ברטלי Gino Severini ג'ינו סווריני Ginosal משתמש:Ginosal Ginosar גינוסר Ginosbot משתמש:Ginosbot Ginot Aryeh מאחזים#גינות אריה Gins קטגוריה:ג'ין Ginseng ג'ינסנג Ginza גינזה Ginés de Pasamonte חינס דה פאסאמונטה Gioachino Greco ג'ואקינו גרקו Gioachino Rossini ג'ואקינו רוסיני Giora Antman גיורא אנטמן Giora Eiland גיורא איילנד Giora Epstein גיורא אבן Giora Feidman גיורא פיידמן Giora Godik גיורא גודיק Giora Leshem גיורא לשם Giora Romm גיורא רום Giora Shanan גיורא שנאן Giora Spiegel גיורא שפיגל Giora Tzahor גיורא צחור Giora Yoseftal גיורא יוספטל Giordano Bruno ג'ורדנו ברונו Giorgetto Giugiaro ג'ורג'טו ג'וג'ארו Giorgi Arsenishvili גיאורגי ארסנישווילי Giorgi Arveladze גיאורגי ארוולדזה Giorgi Baramidze גיאורגי ברמידזה Giorgi Daraselia גיורגי דרסליה Giorgi Demetradze גיורגי דמטרדזה Giorgi Eristavi גיורגי אריסתווי Giorgi Gakhokidze גיורגי גחוקידזה Giorgi Margvelashvili גאורגי מרגוולשווילי Giorgi Mazniashvili גיאורגי מזניאשווילי Giorgi Shengelaia גיורגי שנגלאיה Giorgi Shermadini גאורגי שרמדיני Giorgi Sichinava גיורגי סיצ'ינווה Giorgi Ugulava גיגי אוגולאווה Giorgio Armani ג'ורג'ו ארמני Giorgio Bassani ג'ורג'ו באסאני Giorgio Basta ג'ורג'ו בסטה Giorgio Belladonna ג'ורג'ו בלאדונה Giorgio Cagnotto פרנקו קניוטו Giorgio Chiellini ג'ורג'ו קייליני Giorgio Chinaglia ג'ורג'ו קינאליה Giorgio Lamberti ג'ורג'ו למברטי Giorgio Napolitano ג'ורג'ו נפוליטנו Giorgio Perlasca ג'ורג'ו פרלסקה Giorgio Strehler ג'ורג'ו סטרלר Giorgio Vasari ג'ורג'ו וזארי Giorgio de Chirico ג'ורג'ו דה קיריקו Giorgione ג'ורג'ונה Giorgos Karagounis יורגוס קראגוניס Giorgos Katidis גיורגוס קאטידיס Giorgos Lafkas יורגוס לאפקאס Giorgos Seferis יורגוס ספריס Gioseffo Zarlino ג'וזפו צארלינו Giosuè Carducci ג'וזואה קרדוצ'י Giotto ג'וטו די בונדונה Giotto's Campanile קמפנילה די ג'וטו Giourkas Seitaridis גיורקאס סיטארידיס Giovane Élber ג'ובאני אלבר Giovani dos Santos ג'ובאני דוס סאנטוס Giovanna Trillini ג'ובנה טריליני Giovanna d'Arco ג'ובאנה ד'ארקו Giovanna of Italy מלכת בולגריה ג'ובאנה מאיטליה Giovanni Alberto Ristori ג'ובאני אלברטו ריסטורי Giovanni Alfonso Borelli ג'ובאני אלפונסו בורלי Giovanni Animuccia ג'ובאני אנימוצ'ה Giovanni Battista Buonamente ג'ובאני בטיסטה בואונמנטה Giovanni Battista Caccini ג'ובאני בטיסטה קאצ'יני Giovanni Battista Ceruti ג'ובאני בטיסטה צ'רוטי Giovanni Battista Guadagnini ג'ובאני בטיסטה גואדניני Giovanni Battista Hodierna ג'ובאני בטיסטה אודיירנה Giovanni Battista Locatelli ג'ובאני בטיסטה לוקטלי Giovanni Battista Martini ג'ובאני בטיסטה מרטיני Giovanni Battista Pergolesi ג'ובאני בטיסטה פרגולזי Giovanni Battista Sammartini ג'ובאני בטיסטה סמרטיני Giovanni Battista Tiepolo ג'ובאני בטיסטה טייפולו Giovanni Battista Viotti ג'ובני בטיסטה ויוטי Giovanni Bellini ג'ובאני בליני Giovanni Bembo ג'ובאני במבו Giovanni Benedetto Platti ג'ובאני בנדטו פלאטי Giovanni Bernardino Nanino ג'ובאני ברנרדינו נאנינו Giovanni Boccaccio ג'ובאני בוקאצ'ו Giovanni Bononcini ג'ובאני בונונצ'יני Giovanni Bottesini ג'ובאני בוטזיני Giovanni Croce ג'ובאני קרוצ'ה Giovanni Dandolo ג'ובאני דאנדולו Giovanni Dolfin ג'ובאני דלפינו Giovanni Domenico Cassini ג'ובאני דומניקו קאסיני Giovanni Dragoni ג'ובאני דראגוני Giovanni Francesco Anerio ג'ובאני פרנצ'סקו אנריו Giovanni Gabrieli ג'ובאני גבריאלי Giovanni Galbaio ג'ובאני גאלבאיו Giovanni Galli ג'ובאני גאלי Giovanni Gentile ג'ובני ג'נטילה Giovanni Giacomo Gastoldi ג'ובאני ג'אקומו גסטולדי Giovanni Giolitti ג'ובני ג'וליטי Giovanni Gradenigo ג'ובאני גראדניגו Giovanni Grancino ג'ובאני גראנצ'ינו Giovanni I Cornaro ג'ובאני קורנארו הראשון Giovanni I Participazio ג'ובאני פרטיצ'יפאציו הראשון Giovanni II Participazio ג'ובאני פרטיצ'יפאציו השני Giovanni Legrenzi ג'ובאני לגרנצי Giovanni Leonardo Di Bona ג'ובני לאונרדו די בונה Giovanni Manzuoli ג'ובאני מנצואולי Giovanni Maria Nanino ג'ובאני מריה נאנינו Giovanni Martinelli ג'ובאני מארטינלי Giovanni Messe ג'ובאני מסה Giovanni Mocenigo ג'ובאני מוצ'ניגו Giovanni Muzio ג'ובאני מוציו Giovanni Paisiello ג'ובני פאיזיילו Giovanni Palatucci ג'ובאני פלטוצ'י Giovanni Paolo Cima ג'ובאני פאולו צ'ימה Giovanni Pastrone ג'ובני פסטרונה Giovanni Pesaro ג'ובאני פזארו Giovanni Picchi ג'ובאני פיקי Giovanni Pico della Mirandola ג'ובאני פיקו דלה מירנדולה Giovanni Pierluigi da Palestrina ג'ובאני פלסטרינה Giovanni Pisano ג'ובאני פיזאנו Giovanni Preziosi ג'ובאני פרציוזי Giovanni Priuli ג'ובאני פריאולי Giovanni Punto ג'ובאני פונטו Giovanni Ribisi ג'ובני ריביסי Giovanni Ricordi ג'ובאני ריקורדי Giovanni Sala ג'ובאני סאלה Giovanni Trapattoni ג'ובאני טרפטוני Giovanni Valentini ג'ובאני ולנטיני Giovanni Verga ג'ובאני ורגה Giovanni da Pian del Carpine ג'ובאני מפיין קרפיני Giovanni da Verrazzano ג'ובני דה וראזאנו Giovanni de' Bardi ג'ובאני דה בארדי Giovanni van Bronckhorst ג'ובאני ואן ברונקהורסט Gipsy Kings Gipsy Kings Giraffatitan ג'ירפטיטן Giraffe ג'ירף Giraffes קטגוריה:ג'ירפיים Giraffidae ג'ירפיים Giralda חירלדה Girdling חגור לעץ Girl Girl Girl Gone Wild Girl Gone Wild Girl Guides of Palestine ארגון צופי פלסטין Girl Meets World העולם של ריילי Girl Who Got Away Girl Who Got Away Girl groups קטגוריה:להקות בנות Girl of the Alps Heidi היידי בת ההרים Girl on Fire Girl on Fire Girl vs. Monster סקיילר נגד המפלצת Girl with Curious Hair ילדה עם שיער מוזר Girl with a Pearl Earring נערה עם עגיל פנינה Girlfight אגרוף של אישה Girls בנות Girls Aloud Girls Aloud Girls Fall Like Dominoes Girls Fall Like Dominoes Girls' Generation Girls' Generation Girma Wolde-Giorgis גירמה וולדה גיורגיס לוצ'ה Giro ג'ירו Giro d'Italia ג'ירו ד'איטליה Giro di Lombardia ג'ירו די לומברדיה Girolamo Cassar ג'רולאמו קסאר Girolamo Fracastoro ג'ירולמו פרקסטורו Girolamo Frescobaldi ג'ירולאמו פרסקובלדי Girolamo Mei ג'ירולאמו מיי Girolamo Parabosco ג'ירולאמו פאראבוסקו Girolamo Priuli ג'ירולמו פריולי Girolamo Savonarola ג'ירולמו סבונרולה Girona ז'ירונה Girona FC ז'ירונה Girona FC players קטגוריה:כדורגלני ז'ירונה Gironde ז'ירונד Gironde estuary ז'ירונד Girondins ז'ירונדינים Girsu נגירסו Gisela Bock גיזלה בוק Gisela Dulko ג'יסלה דולקו Gisela Kahn Gresser ג'יזלה קאהן גרסר Gisela Mota Ocampo חיסלה מוטה אוקמפו Gisele Bündchen ג'יזל בונדשן Gisella Perl גיזלה פרל Gish Gish Gish Abay גש עבי Gisi Fleischmann גיזי פליישמן Gisu people באגיסו Giswil גיזוויל Git גיט GitHub GitHub Gitega גיטגה Gitit גיתית Gitta Bauer גיטה באואר Gitta Mallasz מרגיט מלש Gittler guitar גיטרת גיטלר Giudecca ג'ודקה Giuliana Rancic ג'וליאנה רנסיק Giuliano Gemma ג'וליאנו ג'מה Giuliano de' Medici ג'וליאנו דה מדיצ'י Giulietta Masina ג'ולייטה מזינה Giulio Andreotti ג'וליו אנדראוטי Giulio Caccini ג'וליו קאצ'יני Giulio Cesare Monteverdi ג'וליו צ'זארה מונטוורדי Giulio Douhet ג'וליו דואה Giulio Gatti-Casazza ג'וליו גאטי-קאזאצה Giulio Natta ג'וליו נטה Giulio Racah יואל רקח Giulio Ricordi ג'וליו ריקורדי Giulio Terzi di Sant'Agata ג'וליו טרצי Giuoco Piano פתיחה איטלקית Giurgiu ג'יורג'יו Giuseppe Arcimboldo ג'וזפה ארצ'ימבולדו Giuseppe Baresi ג'וזפה בארזי Giuseppe Bergomi ג'וזפה ברגומי Giuseppe Campora ג'וזפה קמפורה Giuseppe De Luca ג'וזפה דה לוקה Giuseppe Di Stefano ג'וזפה די סטפנו Giuseppe Favalli ג'וזפה פאבאלי Giuseppe Furino ג'וזפה פורינו Giuseppe Garibaldi ג'וזפה גריבלדי Giuseppe Girotti ג'וזפה ג'ירוטי Giuseppe Giusti ג'וזפה ג'וסטי Giuseppe Guarneri ג'וזפה גוארנרי Giuseppe Matteo Alberti ג'וזפה מטאו אלברטי Giuseppe Mazzini ג'וזפה מציני Giuseppe Meazza ג'וזפה מאצה Giuseppe Morello ג'וזפה מורלו Giuseppe Parini ג'וזפה פאריני Giuseppe Patanè ג'וזפה פאטאנה Giuseppe Peano ג'וזפה פאנו Giuseppe Piazzi ג'וזפה פיאצי Giuseppe Pinelli ג'וזפה פינלי Giuseppe Placido Nicolini ג'וזפה פלאסידו ניקוליני Giuseppe Rossi ג'וזפה רוסי Giuseppe Sammartini ג'וזפה סמרטיני Giuseppe Sarti ג'וזפה סארטי Giuseppe Scarlatti ג'וזפה סקרלטי Giuseppe Signori ג'וזפה סיניורי Giuseppe Sinopoli ג'וזפה סינופולי Giuseppe Tartini ג'וזפה טרטיני Giuseppe Tomasi di Lampedusa ג'וזפה תומאזי די למפדוזה Giuseppe Torelli ג'וזפה טורלי Giuseppe Tornatore ג'וזפה טורנאטורה Giuseppe Valentini ג'וזפה ולנטיני Giuseppe Valerga ג'וזפה ולרגה Giuseppe Verdi ג'וזפה ורדי Giuseppe Verdi קטגוריה:ג'וזפה ורדי Giuseppina Strepponi ג'וזפינה סטרפוני Giustiniano Participazio ג'וסטיניאנו פרטיצ'יפאציו Giv'at Amal Bet גבעת עמל ב' Giv'at Asaf גבעת אסף Giv'at Avni גבעת אבני Giv'at Halfon Eina Ona גבעת חלפון אינה עונה Giv'at Ko'ah גבעת כ"ח Giv'at Oz גבעת עוז Giv'at Shmuel גבעת שמואל Giv'at Ye'arim גבעת יערים Giv'at Ze'ev גבעת זאב Giv'ati גבעתי Giv'on HaHadasha גבעון החדשה Giv'ot Bar גבעות בר Giv'ot Olam גבעות עולם Giv'ot Zaid גבעות זייד Givat Aliyah גבעת עלייה Givat Brenner גבעת ברנר Givat Ela גבעת אלה Givat HaMatos גבעת המטוס Givat HaMivtar גבעת המבתר Givat HaShlosha גבעת השלושה Givat Haim גבעת חיים Givat Haim גבעת חיים איחוד Givat Haim גבעת חיים מאוחד Givat Haviva גבעת חביבה Givat Hen גבעת ח"ן Givat Massuah גבעת משואה Givat Mordechai גבעת מרדכי Givat Nili גבעת ניל"י Givat Oranim גבעת אורנים Givat Ram גבעת רם Givat Shapira גבעת שפירא Givat Shaul גבעת שאול Givat Shemesh גבעת שמש Givat Washington גבעת וושינגטון Givat Yeshayahu גבעת ישעיהו Givat Yoav גבעת יואב Givatayim גבעתיים Givatayim קטגוריה:גבעתיים Givatayim Observatory מצפה הכוכבים בגבעתיים Givatayim Theater תיאטרון גבעתיים Givati Brigade חטיבת גבעתי Givati Parking Lot dig חניון גבעתי Give It 2 Me Give It 2 Me Give Me All Your Luvin' Give Me All Your Luvin' Give Peace a Chance Give Peace a Chance Give Your Heart a Break Give Your Heart a Break Give a Little More Give a Little More Given Imaging גיוון אימג'ינג Given name שם פרטי Given names קטגוריה:שמות פרטיים Given names of Hebrew language origin קטגוריה:שמות פרטיים עבריים Givenchy ז'יבנשי Givi Chokheli גיווי צ'וחלי Givi Didava גיווי דידאווה Givi Nodia גיווי נודיה Givolim גבעולים Giza גיזה Giza Governorate אל-גיזה Gizo גיזו Gizzard קיבת השרירים Gizzie Dorbor גיזי דורבור Gje Ѓ Gjirokastër ג'ירוקסטרה Gjorgji Hristov גיורגי חריסטוב Gl icon תבנית:גליסית Glacial erratic סלע תועה Glacial lake אגם קרחוני Glacial lakes קטגוריה:אגמים קרחוניים Glacier גליישר Glacier קרחון Glacier Bay National Park and Preserve גליישר ביי Glacier National Park הפארק הלאומי גליישר Glaciers קטגוריה:קרחונים Glaciers by country קטגוריה:קרחונים לפי מדינה Glaciers of Alaska קטגוריה:אלסקה: קרחונים Glaciers of Antarctica קטגוריה:אנטארקטיקה: קרחונים Glaciers of Argentina קטגוריה:ארגנטינה: קרחונים Glaciers of Switzerland קטגוריה:שווייץ: קרחונים Glaciers of Valais קטגוריה:ואלה: קרחונים Glaciers of the United States קטגוריה:ארצות הברית: קרחונים Glaciology קטגוריה:גאולוגיה קרחונית Glacis חלקלקה Glacis United F.C. גלאסיס יונייטד Glade קרחת יער Glade Interface Designer Glade Gladiator גלדיאטור Gladiator types קטגוריה:סוגי גלדיאטורים Gladiators of Rome היפה והגלדיאטור Gladiolus סייפן Gladiolus italicus סייפן התבואה Gladwyn Jebb גלאדווין ג'ב Gladys Bentley גלדיס בנטלי Gladys Cooper גלדיס קופר Glafcos Clerides גלפקוס קלרידיס Glagolitic alphabet אלפבית גלגוליטי Glam metal גלאם מטאל Glam metal musical groups קטגוריה:להקות גלאם מטאל Glam rock גלאם רוק Glam rock groups קטגוריה:להקות גלאם רוק Glamping גלמפינג Gland בלוטה Glands קטגוריה:בלוטות Glans penis עטרה Glanzmann's thrombasthenia תרומבאסתניה על-שם גלנצמן Glaphyra גלפירה Glappa of Bernicia מלך ברניקיה גלאפה Glareola שדמית Glareolidae קטגוריה:שדמתיים Glareolidae שדמתיים Glarus גלרוס Glarus Nord גלרוס נורד Glarus Süd גלרוס סוד Glarus thrust העתק גלרוס Glasgow גלאזגו Glasgow קטגוריה:גלאזגו Glasgow Cathedral קתדרלת מנגו הקדוש Glasgow Coma Scale מדד גלאזגו Glasgow Cup גביע גלאזגו Glasgow Football League ליגות כדורגל מוספות#ליגת הכדורגל של גלאזגו Glasgow International Exhibition Cup גביע התערוכה הבינלאומית בגלאזגו Glasgow St Andrew's Cathedral קתדרלת אנדרו הקדוש Glasgow and West of Scotland Football League ליגות כדורגל מוספות#ליגת הכדורגל של גלאזגו ומערב סקוטלנד Glasgow smile חיוך גלאזגו Glasnevin Cemetery בית הקברות גלאסנווין Glasnost גלאסנוסט Glass גלאס Glass זכוכית Glass קטגוריה:זכוכית Glass House בית הזכוכית Glass Onion Glass Onion Glass Spider Glass Spider Glass brick לבנת זכוכית Glass ceiling תקרת הזכוכית Glass cutter חותך זכוכית Glass electrode אלקטרודת זכוכית Glass family משפחת גלאס Glass frog צנטרולניים Glass harmonica הרמוניקת זכוכית Glass harp נבל זכוכית Glass transition טמפרטורת מעבר זכוכיתי Glasses משקפיים Glass–Steagall Legislation חוק גלאס-סטיגל Glastonbury גלסטונברי Glastonbury Abbey מנזר גלסטונברי Glastonbury Festival פסטיבל גלסטונברי Glastonbury Tor גלסטונברי טור Glatiramer acetate גלטירמר אצטט Glaucium פרגה Glaucochroite גלאוקוכרואיט Glaucoma גלאוקומה Glaucon גלאוקון Glauconite גלאוקוניט Glaucophane גלאוקופן Glaucus atlanticus הדרקון הכחול Glay גליי Glayva גלייבה Glaze זיגוג Glazer גלזר Glazier זגג Glazing agent חומר הזגה Gleason grading system מדד גליסון Glebionis coronaria חרצית עטורה Glee Glee Glee קטגוריה:Glee Glee תבנית:Glee Gleichschaltung האחדה Gleiwitz incident תקרית גלייביץ Glen Bowersock גלן בואורוק Glen Canyon קניון גלן Glen Canyon Dam סכר קניון גלן Glen Canyon Dam Bridge גשר קניון גלן Glen Canyon National Recreation Area אזור הנופש הלאומי קניון גלן Glen Davis גלן דייוויס Glen Drover גלן דרובר Glen Grant distillery גלן גראנט Glen Johnson גלן ג'ונסון Glen Larson גלן לארסון Glen Matlock גלן מטלוק Glen Rice גלן רייס Glen or Glenda גלן או גלנדה Glenda Jackson גלנדה ג'קסון Glendale גלנדייל Glendora גלנדורה Glenfiddich גלנפידיך Glengarry Glen Ross גלנגרי גלן רוס Glenkerry House בית גלנקרי Glenn Beck גלן בק Glenn Close גלן קלוז Glenn Curtiss גלן קרטיס Glenn Davis גלן דייוויס Glenn Ford גלן פורד Glenn Frey גלן פריי Glenn Gould גלן גולד Glenn Hoddle גלן הודל Glenn Jordan גלן ג'ורדן Glenn Martin גלן מרטין Glenn Martin Company חברת גלן מרטין Glenn McQueen גלן מקווין Glenn Medeiros גלן מדירוס Glenn Miller גלן מילר Glenn Morris גלן מוריס Glenn Robinson גלן רובינסון Glenn Seaborg גלן תיאודור סיבורג Glentoran F.C. גלנטורן Gletscherhorn גלטשרהורן Gliadin גליאדין Glibenclamide גליבנקלאמיד Glick גליק Glickman גליקמן Glide Slope Ratio יחס גלישה Glide ratio יחס גלישה Glider דאון Gliding דאייה Glienicke Bridge גשר גליניקה Glienicke Palace טירת קליין-גליניקה Gliese 105 גליזה 105 Gliese 208 גליזה 208 Gliese 229 גליזה 229 Gliese 445 גליזה 445 Gliese 555 גליזה 555 Gliese 581 גליזה 581 Gliese 581 c גליזה 581c Gliese 581 g גליזה 581g Gliese 673 גליזה 673 Gliese 784 גליזה 784 Gliflozin מעכבי SGLT2 Glil Yam גליל ים Glimepiride גלימפיריד Glims Holm גלימס הולם Glipton1/Linkage Disequilibrium draft תאחיזה לא שוויונית Glissando גליסנדו Glitch גליץ' Glitter Glitter Glitter כל מה שנוצץ Gliwice גליביצה Global Assessment of Functioning GAF Global Competitiveness Report מדד התחרותיות העולמי Global Hunger Index מדד הרעב העולמי Global Marijuana March יום המריחואנה הבינלאומי Global Peace Index מדד השלום העולמי Global Positioning System GPS Global Positioning System קטגוריה:GPS Global Rallycross אליפות הגלובל ראלי-קרוס Global Young Academy האקדמיה הגלובלית הצעירה Global catastrophic risk סיכוני אסון עולמיים Global citizenship אזרחות גלובלית Global city עיר עולם Global dimming עמעום עולמי Global field שדה גלובלי Global spread of the printing press מהפכת הדפוס Global surveillance disclosures פרשת הציתותים בארצות הברית Global symmetry סימטריה גלובאלית Global village הכפר הגלובלי Global warming התחממות עולמית Global warming ספר:התחממות כדור הארץ ושינויי אקלים Global warming קטגוריה:התחממות עולמית Globalization גלובליזציה Globalization קטגוריה:גלובליזציה Globally unique identifier Globally Unique Identifier Globe גלוב Globe גלובוס Globe International נעלי גלוב Globe Theatre תיאטרון הגלוב Globes גלובס Globin גלובין Globster גלובסטר Globular cluster צביר כדורי Globulin גלובולין Globus Jagellonicus גלובוס יגלוניקוס Glocalization גלוקליזציה Glock Ges.m.b.H. גלוק Glockengasse Synagogue בית הכנסת גלוקנגאסה Glockenspiel גלוקנשפיל Gloger's rule כלל גלוגר Glomerular diseases קטגוריה:מחלות פקעית Glomerulonephritis דלקת פקעיות הכליה Glomerulus פקעית Glorfindel הסילמריליון - דמויות משנה Gloria גלוריה Gloria Anzaldúa גלוריה אנזלדואה Gloria Estefan גלוריה אסטפן Gloria Gaynor גלוריה גיינור Gloria Grahame גלוריה גראהם Gloria Macapagal Arroyo גלוריה מקפגל ארויו Gloria Reuben גלוריה ראובן Gloria Steinem גלוריה סטיינם Gloria Stuart גלוריה סטיוארט Gloria Swanson גלוריה סוונסון Gloria Vanderbilt גלוריה ואנדרבילט Gloria al Bravo Pueblo המנון ונצואלה Glorious Food Food Glorious Food Food Glorious Revolution המהפכה המהוללת Glory Road דרך התהילה Glory hole גלורי הול Glossaries קטגוריה:מונחונים Glossary ויקיפדיה:מונחים Glossary of American football פוטבול - מונחים Glossary of Islam אסלאם - מונחים Glossary of alternative medicine רפואה אלטרנטיבית - מונחים Glossary of botanical terms בוטניקה - מונחים Glossary of chemistry terms כימיה - מונחים Glossary of contract bridge terms ברידג' - מונחים Glossary of ecology אקולוגיה - מונחים Glossary of game theory תורת המשחקים - מונחים Glossary of geology גאולוגיה - מונחים Glossary of graph theory גרף Glossary of musical terminology תאוריית המוזיקה - מונחים Glossary of philosophy פילוסופיה - מונחים Glossary of plant morphology מורפולוגיה של הצמח - מונחים Glossary of tennis terms טניס - מונחים Glossator גלוסאטור Glossitis גלוסיטיס Glossolalia גלוסולליה Glossopharyngeal nerve עצב הלשון והלוע Glossophobia פחד קהל Glossy ibis מגלן חום Gloster Gladiator גלוסטר גלדיאטור Gloster Meteor גלוסטר מטאור Glottal consonant עיצורים סדקיים Glottal stop אטום סותם עיצור סדקי Glottochronology גלוטוכרונולוגיה Gloucester גלוסטר Gloucester cheese גבינת גלוסטר Gloucestershire גלוסטרשייר Gloucestershire קטגוריה:גלוסטרשייר Gloucestershire Kemble קמבל Glove כפפה Glove compartment תא כפפות Glover גלובר Glucagon גלוקגון Glucocerebrosidase גלוקוצרברוזידאז Glucocorticoid גלוקוקורטיקואיד Glucokinase גלוקוקינאז Gluconeogenesis גלוקונאוגנזה Glucose גלוקוז Glucose 6-phosphatase גלוקוז 6-פוספטאז Glucose 6-phosphate גלוקוז-6-פוספט Glucose meter גלוקומטר Glucose transporter נשא גלוקוז Glucose-6-phosphate dehydrogenase deficiency חוסר G6PD Glucuronic acid חומצה גלוקורונית Glueball כדור גלואונים Gluon גלואון Glutamic acid חומצה גלוטמית Glutamine גלוטמין Glutathione גלוטתיון Gluten גלוטן Gluteus maximus muscle שריר העכוז הגדול Gluteus medius muscle שריר העכוז האמצעי Gluteus minimus muscle שריר העכוז הקטן Gluttony גרגרנות Glycated hemoglobin המוגלובין מסוכרר Glycemic index מדד גליקמי Glyceraldehyde 3-phosphate גליצראלדהיד 3-פוספט Glyceride גליצריד Glycerius גליקריוס Glycerol גליצרול Glycerophospholipid פוספוגליצריד Glycine גליצין Glycogen גליקוגן Glycogen storage disease type I מחלת אגירת גליקוגן מסוג 1 Glycogen storage disease type II מחלת אגירת גליקוגן מסוג 2 Glycogenesis גליקוגנזה Glycogenolysis גליקוגנוליזה Glycolic acid חומצה גליקולית Glycolipid גליקוליפיד Glycolysis גליקוליזה Glycoprotein גליקופרוטאין Glycoprotein IIb/IIIa גליקופרוטאין IIb/IIIa Glycoproteins קטגוריה:גליקופרוטאינים Glycosaminoglycan גליקוזאמינוגליקן Glycosaminoglycans קטגוריה:גליקוזאמינוגליקנים Glycoside גליקוזיד Glycosidic bond קשר גליקוזידי Glycosylation גליקוזילציה Glycyrrhiza שוש Glykeria גליקריה Glyn Daniel גלין דניאל Glyndebourne Festival Opera פסטיבל גליינדבורן Glynis Johns גליניס ג'ונס Glynor Plet גליינור פלט Glyoxylate cycle מעגל הגליוקסילט Glyphosate גלייפוסט Glyptodon גליפטודון Glyptodont גליפטידוניים Glyptothek גליפטותק Glückel of Hameln גליקל מהמלין Gmail Gmail Gmastrostefano/sandbox ביישנות Gmina גמינה Gmina Grajewo Lipnik ליפניק Gmina Raczki ראצק Gmina Siedliszcze Siedliszcze שיידלישצ'ה Gmina Szczuczyn Lipnik ליפניק Gmunden גמונדן Gmunden District גמונדן Gnaeus Cornelius Lentulus Marcellinus גנאיוס קורנליוס לנטולוס מרקלינוס Gnaeus Cornelius Scipio Asina גנאיוס קורנליוס סקיפיו אסינה Gnaeus Cornelius Scipio Calvus גנאיוס קורנליוס סקיפיו קאלבוס Gnaeus Domitius Calvinus גנאיוס דומיטיוס קלווינוס Gnaeus Fulvius Centumalus Maximus גנאיוס פולביוס קנטומלוס Gnaeus Mallius Maximus גנאיוס מאליוס מאקסימוס Gnaeus Octavius גנאיוס אוקטאוויוס Gnaeus Papirius Carbo גנאיוס פאפיריוס קארבו Gnaeus Pompeius Trogus פומפיוס טרוגוס Gnaeus Servilius Caepio גנאיוס סרוויליוס קאיפיו Gnaeus Servilius Geminus גנאיוס סרוויליוס גמינוס Gnarls Barkley נארלס בארקלי Gnathostomata חולייתנים לסתניים GnawnBot משתמש:GnawnBot Gneiss גנייס Gnesin גנסין Gnetophyta גנטאים Gnetophyta קטגוריה:גנטאים Gniezno גנייזנו Gnocchi ניוקי Gnome גנום Gnomeo & Juliet נומיאו ויוליה Gnosticism גנוסיס Gnosticism קטגוריה:גנוסטיקה Gnotobiosis גנוטוביוסיס GnuTLS GnuTLS Gnutella גנוטלה Go Go Go גו Go Ahead Eagles גו אהד איגלס Go Ahead Eagles players קטגוריה:כדורגלני גו אהד איגלס Go Fish Go Fish Go On תתקדם Go Skateboarding Day יום הסקייטבורד Go West Go West Go! Diego Go רוץ! דייגו רוץ Go! Go! Ackman גו! גו! אקמן Go2Sky Go2Sky GoDaddy Go Daddy GoPro GoPro GoShogun מקרון 1 Goa גואה Goa צבי יעלי טיבטי Goa קטגוריה:גואה Goa Inquisition האינקוויזיציה של גואה Goa trance גואה טראנס Goal גול Goal מטרה Goal שער Goal תבנית:שער Goal II: Living the Dream גול! 2 Goal III: Taking on the World גול! 3 Goal difference הפרש שערים Goal theory תאוריית המטרה Goal! גול! Goal! תבנית:סדרת סרטי גול! Goal-line technology טכנולוגיית קו השער Goalball כדור שער Goalkeeper שוער Goat עז הבית Goatfish מוליתיים Goats Head Soup Goats Head Soup Gobade.abhay1/sandbox CAN-bus Gobi Desert מדבר גובי Gobiidae קטגוריה:קברנוניים Goblet drum דרבוקה Gobliiins גובלינים Goblin גובלין Goblin shark כריש גובלין Gobryas גובריאס Gobustan National Park שמורת גובוסטאן Goby קברנוניים Gocha Tsitsiashvili גוצ'ה ציציאשווילי Goclenius/Descartes old רנה דקארט God אלוהים God קטגוריה:אלוהים God Bless Our Homeland Ghana המנון גאנה God Defend New Zealand המנון ניו זילנד God Emperor of Dune הקיסר האל של חולית God Football/sandbox סנטוס God Is Dead? God Is Dead? God Knows אלוהים יודע God Lives Underwater God Lives Underwater God Lives Underwater גאד ליבס אנדרווטר God Lives Underwater קטגוריה:גאד ליבס אנדרווטר God Lives Underwater תבנית:גאד ליבס אנדרווטר God Put a Smile upon Your Face God Put a Smile upon Your Face God Save Our Solomon Islands המנון איי שלמה God Save the Queen המנון הממלכה המאוחדת God Save the Tsar! נצור את הצאר! אל God game God game God in Judaism אלוהים God of Abraham גאט פון אברהם God of Carnage אלוהי הקטל God of Thunder God Of Thunder God of War God of War God of War logo.png קובץ:GOWLogo.png God of War/Disambig תבנית:DisambiguationBefore God of the gaps אלוהי הפערים God on Trial אלוהים על דוכן הנאשמים God the Father האל האב God's Grace חסד אלוהים God's Little Acre חלקת אלוהים הקטנה Godbluff Godbluff Goddard Space Flight Center מרכז טיסות החלל גודרד Goddess אלה Goddess of Democracy אלת הדמוקרטיה Goddesses by association קטגוריה:אלות לפי תפקיד Godfather הסנדק Godfather Death הסנדק מוות Godflesh Godflesh Godflesh גאדפלש Godflesh קטגוריה:גאדפלש Godfrey Binaisa גודפרי בינייסה Godfrey Hounsfield גודפרי האונספילד Godfrey of Bouillon גוטפריד מבויון Godfried Bomans גודפריד בומאנס Godoy Cruz Antonio Tomba גודוי קרוס Godoy Cruz footballers קטגוריה:כדורגלני גודוי קרוס Godoy Cruz managers קטגוריה:מאמני גודוי קרוס Godparent סנדק Gods and Monsters אלים ומפלצות Gods by association קטגוריה:אלים לפי תפקיד Gods by culture קטגוריה:אלים לפי תרבות Gods on Voodoo Moon Gods on Voodoo Moon Godsmack גודסמאק Godsmack Awake.jpg קובץ:Godsmack - Awake.jpg Godsmack faceless.jpg קובץ:Faceless cover.jpg Godsmack iv.jpg קובץ:Godsmackivcover.jpg Godsmack-Godsmack קובץ:Godsmack-Godsmack Godunov גודונוב Godwin גודווין Godwin's law חוק גודווין Godwin-Austen גודווין אוסטן Godwit לימוזה Godzilla גודזילה Goeldi's marmoset מרמוסט גולדיי Goeree-Overflakkee חוריי אוברפלאקיי Goertzel algorithm אלגוריתם גרצל Goes חוס Goethe Prize פרס גתה Goethe University Frankfurt אוניברסיטת פרנקפורט Goethe University Frankfurt faculty קטגוריה:סגל אוניברסיטת פרנקפורט Goethe's Faust פאוסט Goethe-Institut מכון גתה Goethite גתיט Goff גוף Goffin גופין Goffredo Petrassi גופרדו פטראסי Gog Magog Downs גבעות גוג מגוג Gog and Magog מלחמת גוג ומגוג Goggles משקפי מגן Gogi Grant גוגי גרנט Gogita Gogua גוגיטה גוגואה Gogol גוגול Gogol Bordello גוגול בורדלו Gohan סון גוהאן Goidelic languages קטגוריה:שפות גוידליות Going Postal מהומה רבה על לא דוור Going Under Going Under Going up and going down משפטי כהן-סיידנברג Goishi Hiroi גוישי הירוי Goitered gazelle צבי פרסי Goitre זפקת Goiás גויאס Goiás קטגוריה:גויאס Goiás Goiás גויאס Goiânia גואיאניה Goiânia accident תאונת גואיאניה Goji גוג'י Gojjam גוג'ם Gojko Kačar גויקו קצ'אר Gokigen Naname קשור באלכסון Gokkun גוקון Goku סון גוקו Gol Transportes Aéreos גול Gola גולה Gola people גולה Golan גולן Golan Archaeological Museum מוזיאון עתיקות הגולן Golan Armored Vehicle גולן Golan Heights קטגוריה:רמת הגולן Golan Heights רמת הגולן Golan Heights Bnei Yehuda בני יהודה Golan Heights Eliad אליעד Golan Heights Geshur גשור Golan Heights Keshet קשת Golan Heights Kursi כורסי Golan Heights Law חוק רמת הגולן Golan Heights Natur נטור Golan Heights Nimrod נמרוד Golan Heights Nov נוב Golan Heights Ortal אורטל Golan Heights Ramot רמות Golan Heights Wind Farm חוות הרוח בהר בני רסן Golan Heights Winery יקבי רמת הגולן Golan Heights Yonatan יונתן Golan Hermon גולן חרמון Golan Pollack גולן פולק Golan Regional Council מועצה אזורית גולן Golan Regional Council קטגוריה:מועצה אזורית גולן Golan Regional Council תבנית:מועצה אזורית גולן Golan Telecom גולן טלקום Golani Brigade חטיבת גולני Golani Interchange מחלף גולני Golani Junction מחלף גולני Golaniad גולניאדה Gold זהב Gold קטגוריה:זהב Gold Coast חוף הזהב Gold Digger Gold Digger Gold Medal of the Royal Astronomical Society מדליית זהב של החברה המלכותית לאסטרונומיה Gold Peak GP Gold coin מטבע זהב Gold coins קטגוריה:מטבעות זהב Gold fixing שער ה-Fix Gold leaf עלי זהב Gold rush בהלה לזהב Gold rush הבהלה לזהב Gold standard מדד הזהב Gold standard תקן הזהב Gold teeth שן זהב Gold tegu טגו זהוב Gold train רכבת הזהב Gold-filled jewelry גולדפילד GoldBookRef תבנית:GoldBookRef GoldSrc GoldSrc Golda Meir גולדה מאיר Goldbach's conjecture השערת גולדבך Goldbach's weak conjecture הגרסה החלשה של השערת גולדבך Goldbach–Euler theorem משפט גולדבך-אוילר Goldberg גולדברג Goldberg Variations וריאציות גולדברג Goldblum גולדבלום Goldcrest מלכילון אורנים Golden גולדן Golden Age תור הזהב Golden Age of Comic Books תור הזהב של הקומיקס Golden Axe גולדן אקס Golden Ball כדור הזהב Golden Bear פרס דב הזהב Golden Boot נעל הזהב Golden Boy Golden Boy Golden Boy award winners תבנית:זוכי פרס ילד הזהב Golden Boy of Pye Corner הילד המוזהב של פינת פאי Golden Cadillac גולדן קאדילק Golden Calf פרס עגל הזהב Golden Coast קוט ד'אור Golden Dawn השחר הזהוב Golden Dawn השחר המוזהב Golden Fleece גיזת הזהב Golden Gate שער הזהב Golden Gate שער הרחמים Golden Gate Bridge גשר שער הזהב Golden Gate National Cemetery בית הקברות הלאומי שער הזהב Golden Gate Park פארק שער הזהב Golden Gate Quartet רביעיית גולדן גייט Golden Globe Award פרס גלובוס הזהב Golden Globe Award Best Actor Motion Picture Drama תבנית:פרס גלובוס הזהב לשחקן הטוב ביותר - סרט דרמה Golden Globe Award Best Actor Motion Picture Musical or Comedy תבנית:פרס גלובוס הזהב לשחקן הטוב ביותר - סרט קומדיה או מוזיקלי Golden Globe Award Best Actor TV Comedy תבנית:פרס גלובוס הזהב לשחקן הטוב ביותר בסדרת קומדיה או סדרה מוזיקלית Golden Globe Award Best Actor TV Drama תבנית:גלובוס הזהב לשחקן הטוב ביותר בסדרת דרמה Golden Globe Award Best Actress Motion Picture Drama תבנית:פרס גלובוס הזהב לשחקנית הטובה ביותר - סרט דרמה Golden Globe Award Best Actress Motion Picture Musical or Comedy תבנית:פרס גלובוס הזהב לשחקנית הטובה ביותר - סרט קומדיה או מוזיקלי Golden Globe Award Best Actress TV Comedy תבנית:פרס גלובוס הזהב לשחקנית הטובה ביותר בסדרת קומדיה או סדרה מוזיקלית Golden Globe Award Best Actress TV Drama תבנית:פרס גלובוס הזהב לשחקנית הטובה ביותר בסדרת דרמה Golden Globe Award Best Motion Picture Drama תבנית:פרס גלובוס הזהב לסרט הטוב ביותר - דרמה Golden Globe Award Best Motion Picture Musical or Comedy תבנית:פרס גלובוס הזהב לסרט הטוב ביותר - קומדיה או מוזיקלי Golden Globe Award Best Screenplay תבנית:פרס גלובוס הזהב לתסריט הטוב ביותר Golden Globe Award Best Supporting Actor Motion Picture תבנית:פרס גלובוס הזהב לשחקן המשנה הטוב ביותר - סרט קולנוע Golden Globe Award Best Supporting Actress Motion Picture תבנית:פרס גלובוס הזהב לשחקנית המשנה הטובה ביותר - סרט קולנוע Golden Globe Award for Best Actor – Motion Picture Drama פרס גלובוס הזהב לשחקן הטוב ביותר - סרט דרמה Golden Globe Award for Best Actress in a Motion Picture – Drama פרס גלובוס הזהב לשחקנית הטובה ביותר - סרט דרמה Golden Globe Award for Best Actress – Motion Picture Comedy or Musical פרס גלובוס הזהב לשחקנית הטובה ביותר - סרט קומדיה או מוזיקלי Golden Globe Award for Best Director פרס גלובוס הזהב לבמאי הטוב ביותר - סרט קולנוע Golden Globe Award for Best Director תבנית:פרס גלובוס הזהב לבמאי הטוב ביותר - סרט קולנוע Golden Globe Award for Best Foreign Language Film פרס גלובוס הזהב לסרט הזר הטוב ביותר Golden Globe Award for Best Foreign Language Film תבנית:פרס גלובוס הזהב לסרט הזר הטוב ביותר Golden Globe Award for Best Motion Picture – Drama פרס גלובוס הזהב לסרט הטוב ביותר - דרמה Golden Globe Award for Best Motion Picture – Musical or Comedy פרס גלובוס הזהב לסרט הטוב ביותר - קומדיה או מוזיקלי Golden Globe Award for Best Screenplay פרס גלובוס הזהב לתסריט הטוב ביותר Golden Globe Award for Best Supporting Actor – Motion Picture פרס גלובוס הזהב לשחקן המשנה הטוב ביותר - סרט קולנוע Golden Globe Award for Best Supporting Actress – Motion Picture פרס גלובוס הזהב לשחקנית המשנה הטובה ביותר - סרט קולנוע Golden Globe Award winners קטגוריה:זוכי פרס גלובוס הזהב Golden Globe Awards קטגוריה:פרס גלובוס הזהב Golden Globe Awards templates קטגוריה:תבניות ניווט - גלובוס הזהב Golden Hind גולדן היינד Golden Horde אורדת הזהב Golden Horde קטגוריה:אורדת הזהב Golden Horn קרן הזהב Golden Legend מקראת הזהב Golden Lion פרס אריה הזהב Golden Lion winners קטגוריה:זוכי פרס אריה הזהב Golden Mountains of Altai הרי הזהב של אלטאי Golden Raspberry Award for Worst Actor פרס פטל הזהב - השחקן הגרוע ביותר Golden Raspberry Award for Worst Actress פרס פטל הזהב - השחקנית הגרועה ביותר Golden Raspberry Awards פרס פטל הזהב Golden Raspberry Awards קטגוריה:פטל הזהב Golden Retriever גולדן רטריבר Golden Ring טבעת הזהב של רוסיה Golden Rose Synagogue בית הכנסת שושנת הזהב Golden Rule ואהבת לרעך כמוך Golden Rule כלל הזהב Golden Rule savings rate כלל הזהב של שיעור החיסכון Golden Shield Project פרויקט מגן מוזהב Golden Slumbers Golden Slumbers Golden State Warriors גולדן סטייט ווריורס Golden State Warriors head coaches קטגוריה:מאמני גולדן סטייט ווריורס Golden State Warriors players קטגוריה:כדורסלני גולדן סטייט ווריורס Golden Triangle משולש הזהב Golden age of Jewish culture in Spain תור הזהב של יהודי ספרד Golden calf חטא העגל Golden dream גולדן דרים Golden eagle עיט זהוב Golden goal שער הזהב Golden goal תבנית:שער זהב Golden hamster אוגר זהוב Golden hour שעת הזהב Golden jackal תן זהוב Golden lion tamarin טמרין רעמתי זהוב Golden mean שביל הזהב Golden mole חפרפזיים Golden palm civet גחן דקלים זהוב Golden parachute מצנח זהב Golden parakeet קוניור זהוב Golden pheasant אפודי הזהב Golden poison frog צפרדע חץ זהובה Golden ratio יחס הזהב Golden share מניית שליטה Golden spiny mouse קוצן זהוב Golden takin טאקין זהוב Golden toad קרפדה זהובה Golden-crowned sifaka סיפאקה זהובת-כתר Golden-headed lion tamarin טמרין רעמתי זהוב-ראש Golden-headed quetzal קורוקו זהוב-ראש Golden-mantled tamarin טמרין זהוב אדרת Golden-plumed parakeet תוכון זהוב-פלומה Golden-rumped elephant shrew ארכף זהוב-גב Golden-winged sunbird צופית זהובת כנף Golden-winged warbler סבכון זהוב כנף GoldenEye גולדן איי GoldenGlobeBestActorTVMiniseriesFilm תבנית:פרס גלובוס הזהב לשחקן הטוב ביותר במיני-סדרה או בסרט טלוויזיה GoldenGlobeBestActressTVMiniseriesFilm תבנית:פרס גלובוס הזהב לשחקנית הטובה ביותר במיני-סדרה או בסרט טלוויזיה GoldenGlobeSupportingActorTV מיני-סדרה או סרט טלוויזיה תבנית:פרס גלובוס הזהב לשחקן המשנה הטוב ביותר בסדרת טלוויזיה GoldenGlobeSupportingActressTV מיני-סדרה או סרט טלוויזיה תבנית:פרס גלובוס הזהב לשחקנית המשנה הטובה ביותר בסדרת טלוויזיה GoldenGlobeTVComedy תבנית:פרס גלובוס הזהב לסדרת הקומדיה או לסדרה המוזיקלית הטובה ביותר GoldenGlobeTVDrama תבנית:פרס גלובוס הזהב לסדרת הדרמה הטובה ביותר Goldenberg restaurant attack הפיגוע במסעדת גולדנברג Goldenhar syndrome תסמונת גולדנהר Golders Green גולדרס גרין Golders Green Beth Hamedrash בית המדרש גולדרס גרין Goldfarb גולדפרב Goldfarb Seligman & Co. גולדפרב זליגמן Goldfeld גולדפלד Goldfinger גולדפינגר Goldfish דג זהב Goldfrapp גולדפראפ Goldhaber גולדהבר Goldie & Bear גולדי והדב Goldie Hawn גולדי הון Goldilocks and the Three Bears זהבה ושלושת הדובים Goldin גולדין Golding גולדינג Goldman גולדמן Goldman Sachs גולדמן זקס Goldmoon סהר-פז Goldreich גולדרייך Goldschmidt גולדשמידט Goldschmidt classification סיווג גולדשמידט Goldsmith גולדסמית' Goldsmith צורף Goldsmiths קטגוריה:צורפים Goldstar גולדסטאר Goldstein גולדשטיין Goldstone גולדסטון Goldstone Deep Space Communications Complex מרכז גולדסטון לתקשורת חלל עמוק Goldust דאסטין ראנלס Goldwasser גולדווסר Goldwater–Nichols Act חוק גולדווטר-ניקולס Golem גולם Golescu family קטגוריה:משפחת גולסקו Golestan Province גולסתאן Golf גולף Golf קטגוריה:גולף Golf at the Summer Olympics גולף במשחקים האולימפיים Golf ball כדור גולף Golfers קטגוריה:שחקני גולף Golgi apparatus מערכת גולג'י Golgi tendon organ אברון הגיד על שם גולג'י Goliard גוליארדים Goliath גולית Goliath birdeater תראפוזה בלונדי Goliath frog צפרדע גוליית Goliath heron אנפת גוליית Goliath tracked mine גלית Goliathus חיפושית גוליית Golina גולינה Gollum גולום Golmud Wenquan וונצ'ואן Golo Mann גולו מאן Golomb גולומב Golomb ruler סרגל גולומב Golomb–Dickman constant קבוע גולומב-דיקמן Golub-Dobrzyń גולוב-דובז'ין Goma גומה Gombe Stream National Park הפארק הלאומי גומבה Gomel הומל Gomel Region הומל Gomel Region קטגוריה:מחוז הומל Gomer גומר Gomer גומר בן יפת Gomer גומר בת דבליים Gomorrah גומורה Gomphothere טרילופודוניים Gomphotherium גומפותריום Gonadotropin-releasing hormone GnRH Gonaïves גונאיב Gonbad-e Qabus גונבאד-א קבוס Gondar גונדר Gondar קטגוריה:גונדר Gondi dumpling גונדי Gondokoro גונדוקורו Gondola גונדולה Gondola lift מעלית גונדולה Gondor גונדור Gondwana גונדוונה Gondwana Rainforests יערות הגשם גונדוואנה של אוסטרליה Gone Girl נעלמת Gone Tomorrow מחר תמות Gone for Good הנעלמים Gone in 60 Seconds עקיצה ב-60 שניות Gone with the Wind חלף עם הרוח GoneAFK/Coupland דאגלס קופלנד GoneTooSoon-ukcd.JPG קובץ:GONE TOO SOON.jpg Gonen גונן Gonen Segev גונן שגב Gonesse גונס Gong גונג Gong Gong גונגגונג Gong Li גונג לי Gongsun Long גונגסון לונג Gonio גוניו Goniometer מד-זווית Gonorrhea זיבה Gonville Bromhead גונוויל ברומהד Gonzaga Bulldogs men's basketball players קטגוריה:כדורסלני אוניברסיטת גונזאגה Gonzales גונזאלס Gonzalo Bergessio גונסאלו ברחסיו Gonzalo Castro גונזלו קסטרו Gonzalo Fernández de Oviedo y Valdés גונסלו פרננדס דה אוביידו ואלדס Gonzalo García García גונסאלו גארסיה Gonzalo García Vivanco גונסלו גרסיה ויוואנקו Gonzalo Heredia גונסלו הרדיה Gonzalo Higuaín גונסאלו היגוואין Gonzalo Jara גונסלו חארה Gonzalo Javier Rodríguez גונסאלו רודריגס Gonzo גונזו Gonçalo Coelho גונסלו קואליו Goo Goo Dolls גו גו דולס Goober גובר Good גוד Good Charlotte גוד שארלוט Good Day Sunshine Good Day Sunshine Good Dick Good Dick Good Fence הגדר הטובה Good Friday יום שישי הטוב Good Friday Agreement הסכם יום שישי הטוב Good Girl Gone Bad Good Girl Gone Bad Good Girl Gone Bad Tour Good Girl Gone Bad Tour Good Life Good Life Good Luck Charlie גוד לאק צ'ארלי Good Morning America בוקר טוב אמריקה Good Morning Revival Good Morning Revival Good Neighbor policy מדיניות השכן הטוב Good Night Good Night Good Omens בשורות טובות Good Riddance Good Riddance Good Samaritan law לא תעמוד על דם רעך Good Shepherd הרועה הטוב Good Vibrations Good Vibrations Good Will Hunting סיפורו של ויל האנטינג Good faith תום לב Good manufacturing practice GMP Good to Great גלגל התנופה Goodbye Holland להתראות הולנד Goodbye Lullaby Goodbye Lullaby Goodbye and Hello Goodbye and Hello Goodfellas החבר'ה הטובים Goodhart's law חוק גודהארט Goodies Goodies Goodison Park גודיסון פארק Goodluck Jonathan גודלאק ג'ונתן Goodman גודמן Goodnight Moon לילה טוב ירח Goodralph/old stuff אוניברסיטת קליפורניה בברקלי Goods and services טובין Goodwill מוניטין Goodwill ambassador שגריר של רצון טוב Goody גודי Goodyear Tire and Rubber Company Goodyear Tire and Rubber Company Goof Troop השכונה של גופי Goofy גופי Goofy: The Three Musketeers Donald Mickey שלושת המוסקטרים Google גוגל Google גיגול Google ספר:חברת גוגל Google קטגוריה:גוגל Google תבנית:גוגל Google Analytics Google Analytics Google Apps for Work Google Apps Google Art Project Google Art Project Google Books גוגל ספרים Google Buzz גוגל באז Google Calendar יומן גוגל Google Cardboard גוגל קארדבורד Google Chrome גוגל כרום Google Cloud Print Google Cloud Print Google DeepMind Google DeepMind Google Desktop גוגל דסקטופ Google Doodle שרבוט גוגל Google Drive כונן גוגל Google Earth Google Earth Google Fiber גוגל פייבר Google File System GFS Google Glass גוגל גלאס Google Groups גוגל קבוצות Google Hangouts Hangouts Google Images גוגל תמונות Google Inc. תבנית:גוגל Google Lunar X Prize Google Lunar X PRIZE Google Maps גוגל מפות Google Mars Google Mars Google Moon Google Moon Google News גוגל חדשות Google Nexus Google Nexus Google Nexus קטגוריה:Google Nexus Google Now Google Now Google Play Google Play Google Plugin for Eclipse Google Plugin for Eclipse Google Reader גוגל רידר Google Scholar גוגל סקולר Google Search גוגל Google Sites Google Sites Google Sky Google Sky Google Street View גוגל תצוגת רחוב Google Summer of Code קיץ הקוד של גוגל Google TV Google TV Google Talk גוגל טוק Google Translate גוגל תרגם Google Trends Google Trends Google Videos גוגל וידאו Google Voice Google Voice Google Web Toolkit Google Web Toolkit Google acquisitions קטגוריה:שירותים שנרכשו בידי גוגל Google bomb גוגל Google books תבנית:Google book Google employees קטגוריה:עובדי גוגל Google logo הלוגו של גוגל Google self-driving car מכונית ללא נהג Google+ Google+ Googleplex גוגלפלקס Googlization גוגל Googol גוגול Googolplex גוגולפלקס Googoodolls.png תמונה:Googoodollscover.jpg Googoosh גוגוש Gooimeer חוימר Goose אווז Goose Green גוז גרין Goose bumps עור ברווז Gooseberry חזרזר Goosebumps צמרמורת Goossens גוסנס Gopher גופר Gopher חולדי השק Gora גורה Goral גוראל Goran Bregović גוראן ברגוביץ' Goran Dragić גוראן דרגיץ' Goran Hadžić גוראן האג'יץ' Goran Jeretin גוראן ירטין Goran Pandev גוראן פאנדב Goran Popov גוראן פופוב Goranboy District גורנבוי Goranboy Rayon גורנבוי Gorboduc גורבודאק Gorda Plate לוח גורדה Gordian I גורדיאנוס הראשון Gordian III גורדיאנוס השלישי Gordian Knot קשר גורדי Gordie Howe גורדי האו Gordium גורדיון Gordon גורדון Gordon Allport גורדון אולפורט Gordon Bajnai גורדון ביינאי Gordon Banks גורדון בנקס Gordon Bradley גורדון ברדלי Gordon Brown גורדון בראון Gordon Bunshaft גורדון בנשפט Gordon Coates גורדון קואטס Gordon College of Education האקדמית גורדון Gordon Darcy Lilo גורדון דארסי לילו Gordon Granger גורדון גריינג'ר Gordon Haller גורדון הולר Gordon Hayward גורדון הייוורד Gordon Holmes MacMillan גורדון הולמס אלכסנדר מקמילן Gordon Jackson גורדון ג'קסון Gordon Kennedy גורדון קנדי Gordon Lightfoot גורדון לייטפוט Gordon Moore גורדון מור Gordon Parks גורדון פארקס Gordon Ramsay גורדון רמזי Gordon Riots מהומות גורדון Gordon Strachan גורדון סטראכן Gordon Tucker גורדון טאקר Gordon Welchman גורדון ולצ'מן Gordon music learning theory שיטת גורדון Gordon's Gin גורדונ'ס Gordonia גורדוניה Gore גור Gore Verbinski גור ורבינסקי Gore Vidal גור וידאל Gorelick גורליק Goren גורן Gorgan Sharp-P Gorgan Aparshahr אווארים קווקזים Gorget patches טלאי צווארון Gorgias גורגיאס Gorgon גורגון Gorgon גורגונה Gorgoneion גורגוניאון Gorgonzola גורגונזולה Gorgophone גורגופון Gorgora גורגורה Gorgosaurus גורגוזאורוס Gorgui Dieng גורג'י ג'נג Gorham's Cave מערת גורהם Gori Fortress מצודת גורי Gori Joseph Stalin Museum מוזיאון סטלין Gori Municipality נפת גורי Gorilla גורילה Gorilla Glass זכוכית גורילה Gorillas קטגוריה:גורילות Gorillaz גורילז Gorizia גוריציה Gorj County גורז' Gorki גורקי Gorky גורקי Gorky Park פארק גורקי Gorlice גורליצה Gorlice–Tarnów Offensive מתקפת גורליצה-טרנוב Gorm the Old גורם הזקן Gormergorm בננה Gorn גורן Gorna Oryahovitsa גורנה אוריאחוביצה Gornitzky & Co. גורניצקי ושות' Gorno-Altaysk גורנו-אלטאיסק Gornot HaGalil גורנות הגליל Gorny גורני Goro Shimura גורו שימורה Goroka גורוקה Gort גורט Gorton k/Circadian rhythm שעון ביולוגי Gorton k/sandbox שעון ביולוגי Gorzkowice גוז'קוביצה Gorzów Wielkopolski גוז'וב ויילקופולסקי Gorée גורה Gosford Park פארק גוספורד Gosha Kutsenko גושה קוצנקו Goshen גושן Goslar גוסלאר Gosling גוסלינג Gospel בשורות Gospel music גוספל Gospel of James הבשורה על-פי יעקב Gospel of John הבשורה על-פי יוחנן Gospel of Judas הבשורה של יהודה Gospel of Luke הבשורה על-פי לוקאס Gospel of Mark הבשורה על-פי מרקוס Gospel of Matthew הבשורה על-פי מתי Gospel of Thomas הבשורה על פי תומאס Gossett גוסט Gossip גוסיפ Gossip רכילות Gossip Girl אחת שיודעת Gossip columnists קטגוריה:כתבי רכילות Gostivar גוסטיבר Gostynin גוסטינין Got Milk? יש לך חלב? Got to Be There Got to Be There Gotenks33 משתמש:Gotenks33 Goth subculture גותים Gotha גותה Gotham גות'אם Gotham גותהאם Gotham City גות'אם סיטי Gothenburg גטבורג Gothenburg קטגוריה:גטבורג Gothenburg Symphony Orchestra התזמורת הסימפונית של גטבורג Gothenburg Synagogue בית הכנסת בגטבורג Gothic Gothic Gothic גותי Gothic Revival architecture התחייה הגותית Gothic Revival architecture קטגוריה:מבני התחייה הגותית Gothic alphabet אלפבית גותי Gothic architects קטגוריה:אדריכלים גותיים Gothic architecture אדריכלות גותית Gothic architecture קטגוריה:אדריכלות גותית Gothic art אמנות גותית Gothic art קטגוריה:אמנות גותית Gothic fiction ספרות גותית Gothic fiction קטגוריה:ספרות גותית Gothic language גותית Gothic metal מטאל גותי Gothic metal musical groups קטגוריה:להקות מטאל גותי Gothic plate armour שריון לוחות גותי Gothic rock רוק גותי Goths גותים Goths קטגוריה:גותים Gotland גוטלנד Gotland County מחוז גוטלנד Goto פקודת goto Gottbegnadeten list רשימת המבורכים Gottex גוטקס Gottfrid Svartholm גוטפריד סוורטהולם Gottfried Benn גוטפריד בן Gottfried Heinrich Graf zu Pappenheim גוטפריד היינריך פון פפנהיים Gottfried Heinrich Stölzel גוטפריד היינריך שטלצל Gottfried Helnwein גוטפריד הלנויין Gottfried Keller גוטפריד קלר Gottfried Reinhold Treviranus גוטפריד ריינהולד טרוויראנוס Gottfried Wilhelm Leibniz גוטפריד וילהלם לייבניץ Gottfried von Bismarck גוטפריד פון ביסמרק Gottfried von Einem גוטפריד פון איינם Gottfried von Strassburg גוטפריד פון שטרסבורג Gotthard Base Tunnel מנהרת בסיס הגוטהארד Gotthard Heinrici גוטהרד היינריצי Gotthard Pass מעבר סנקט גוטהרד Gotthard Tunnel מנהרת גוטהארד Gotthelf Bergsträsser גוטהלף ברגשטרסר Gotthold Eisenstein פרדיננד אייזנשטיין Gotthold Ephraim Lessing גוטהולד אפרים לסינג Gottlieb Daimler גוטליב דיימלר Gottlieb Gluge גוטליב גלוגה Gottlieb Hering גוטליב הרינג Gottlieb Schumacher גוטליב שומאכר Gottlob Berger גוטלוב ברגר Gottlob Frege גוטלוב פרגה Gotye גוטייה Gouache גואש Gouda cheese חאודה Gough Island האי גוף Gough Whitlam גוף ויטלם Gough moorhen סופית גוף Goulash גולאש Gould Coast חוף גולד Gouldian finch פרוש גולדיאן Gourmet גורמה Gout שיגדון Gouyave גוייב Governing Senate הסנאט הרוסי Government ממשלה Government קטגוריה:ממשלות Government Communications Headquarters GCHQ Government Hill גבעת הממשלה Government House בית הממשלה Government Press Office לשכת העיתונות הממשלתית Government agencies of Brazil קטגוריה:ברזיל: ארגונים ממשלתיים Government agencies of Russia קטגוריה:רוסיה: ארגונים ממשלתיים Government agencies of the United States קטגוריה:ארגונים ממשלתיים בארצות הברית Government budget תקציב המדינה Government budget balance גירעון תקציבי Government buildings in Northern Ireland תבנית:בניינים רשמיים בצפון אירלנד Government by country קטגוריה:ממשל לפי מדינה Government debt חוב ציבורי Government failure כשל ממשלה Government in exile ממשלה גולה Government in the United States קטגוריה:ארצות הברית: ממשל Government institutions קטגוריה:מוסדות שלטון Government ministers קטגוריה:שרי ממשלה Government ministers by country קטגוריה:שרי ממשלה לפי מדינה Government ministers by portfolio קטגוריה:שרי ממשלה לפי משרד Government ministers of Australia קטגוריה:שרי ממשלת אוסטרליה Government ministers of Brazil קטגוריה:שרי ממשלת ברזיל Government ministers of Bulgaria קטגוריה:שרי ממשלת בולגריה Government ministers of Cyprus קטגוריה:שרי ממשלת קפריסין Government ministers of Egypt קטגוריה:שרי ממשלת מצרים Government ministers of France קטגוריה:שרי ממשלת צרפת Government ministers of Germany קטגוריה:שרי ממשלת גרמניה Government ministers of Greece קטגוריה:שרי ממשלת יוון Government ministers of Iceland קטגוריה:שרי ממשלת איסלנד Government ministers of India קטגוריה:שרי ממשלת הודו Government ministers of Iran קטגוריה:שרי ממשלת איראן Government ministers of Iraq קטגוריה:שרי ממשלת עיראק Government ministers of Israel קטגוריה:שרי ממשלת ישראל Government ministers of Japan קטגוריה:שרי ממשלת יפן Government ministers of Jordan קטגוריה:שרי ממשלת ירדן Government ministers of Lebanon קטגוריה:שרי ממשלת לבנון Government ministers of Lithuania קטגוריה:שרי ממשלת ליטא Government ministers of Mozambique קטגוריה:שרי ממשלת מוזמביק Government ministers of Norway קטגוריה:שרי ממשלת נורווגיה Government ministers of Spain קטגוריה:שרי ממשלת ספרד Government ministers of Sweden קטגוריה:שרי ממשלת שוודיה Government ministers of Syria קטגוריה:שרי ממשלת סוריה Government ministers of Turkey קטגוריה:שרי ממשלת טורקיה Government ministers of the United Kingdom קטגוריה:שרי ממשלת בריטניה Government ministries of Israel קטגוריה:משרדי ממשלה בישראל Government ministries of Japan קטגוריה:משרדי ממשלה ביפן Government monopoly מונופול ממשלתי Government occupations קטגוריה:משרות פוליטיות Government of Argentina קטגוריה:ארגנטינה: ממשל Government of Australia קטגוריה:אוסטרליה: ממשל Government of Barbados קטגוריה:ברבדוס: ממשל Government of Belarus ממשלת בלארוס Government of British Columbia קטגוריה:קולומביה הבריטית: ממשל Government of Bulgaria קטגוריה:ממשלת בולגריה Government of Canada ממשלת קנדה Government of Canada קטגוריה:קנדה: ממשל Government of China ממשלת סין Government of England קטגוריה:אנגליה: ממשל Government of France ממשלת צרפת Government of France קטגוריה:צרפת: ממשל Government of Germany קטגוריה:גרמניה: ממשל Government of Gibraltar קטגוריה:גיברלטר: ממשל Government of Guyana קטגוריה:גיאנה: ממשל Government of Hong Kong קטגוריה:הונג קונג: ממשל Government of Hungary קטגוריה:שליטי הונגריה Government of Iran קטגוריה:שליטי איראן Government of Ireland ממשלת אירלנד Government of Israel קטגוריה:ישראל: מינהל ציבורי Government of Jamaica קטגוריה:ג'מייקה: ממשל Government of Japan פוליטיקה של יפן Government of Kuwait פוליטיקה של כווית Government of Latvia פוליטיקה של לטביה#ממשלת לטביה Government of Lesotho קטגוריה:לסוטו: ממשל Government of Moscow עיריית מוסקבה Government of New Zealand קטגוריה:ניו זילנד: ממשל Government of Russia ממשלת רוסיה Government of Scotland קטגוריה:ממשלת סקוטלנד Government of South Africa קטגוריה:דרום אפריקה: ממשל Government of Spain ממשלת ספרד Government of Sri Lanka קטגוריה:סרי לנקה: ממשל Government of Sweden קטגוריה:ממשלת שוודיה Government of Tbilisi קטגוריה:טביליסי: שלטון מקומי Government of Trinidad and Tobago קטגוריה:טרינידד וטובגו: ממשל Government of Wales Act 1998 חוק ממשלת ויילס Government of the Bahamas קטגוריה:איי בהאמה: ממשל Government of the Democratic Republic of Georgia in Exile ממשלת הרפובליקה הדמוקרטית של גאורגיה בגלות Government of the Gambia קטגוריה:גמביה: ממשל Government of the United Kingdom ממשלת בריטניה Government of the United Kingdom קטגוריה:בריטניה: ממשל Government organisations in East Germany קטגוריה:גרמניה המזרחית: ארגונים ממשלתיים Government organisations in Norway קטגוריה:נורווגיה: ארגונים ממשלתיים Government organisations of Tanzania קטגוריה:טנזניה: ארגונים ממשלתיים Government shutdown in the United States השבתת הממשל בארצות הברית Government-owned airlines קטגוריה:חברות תעופה לאומיות Government-owned companies of Israel קטגוריה:חברות ממשלתיות בישראל Governments in exile קטגוריה:ממשלות גולות Governor מושל Governor General of Canada המושל הכללי של קנדה Governor of Fiji מושל פיג'י Governor of Gibraltar מושל גיברלטר Governor of Hong Kong מושל הונג קונג Governor of New South Wales מושל ניו סאות' ויילס Governor of Saint Petersburg מושל סנקט פטרבורג Governor-General of Australia המושל הכללי של אוסטרליה Governor-General of New Zealand המושל הכללי של ניו זילנד Governor-General of Saint Vincent and the Grenadines המושל הכללי של סנט וינסנט והגרנדינים Governor-General of the Union of South Africa המושל הכללי של דרום אפריקה Governor-general מושל כללי Governorate נפה Governorates of Bahrain מחוזות בחריין Governorates of Egypt מחוזות מצרים Governorates of Egypt קטגוריה:מצרים: מחוזות Governorates of Iraq מחוזות עיראק Governorates of Iraq קטגוריה:עיראק: מחוזות Governorates of Iraq תבנית:מחוזות עיראק Governorates of Jordan מחוזות ירדן Governorates of Jordan קטגוריה:ירדן: מחוזות Governorates of Jordan תבנית:מחוזות ירדן Governorates of Kuwait מחוזות כווית Governorates of Lebanon מחוזות לבנון Governorates of Lebanon קטגוריה:לבנון: מחוזות Governorates of Lebanon תבנית:מחוזות לבנון Governorates of Oman חלוקה מנהלית של עומאן Governorates of Palestine נפות הרשות הפלסטינית Governorates of Syria מחוזות סוריה Governorates of Syria קטגוריה:סוריה: מחוזות Governorates of Syria תבנית:מחוזות סוריה Governorates of Tunisia מחוזות תוניסיה Governorates of Tunisia קטגוריה:תוניסיה: מחוזות Governorates of Yemen קטגוריה:תימן: מחוזות Governorates of Yemen תבנית:מחוזות תימן Governorates of the Palestinian National Authority קטגוריה:הרשות הפלסטינית: חלוקה מנהלית Governorates of the Russian Empire קטגוריה:האימפריה הרוסית: מחוזות Governors General of Canada קטגוריה:המושלים הכלליים של קנדה Governors General of Canada תבנית:המושל הכללי של קנדה Governors Island גברנרז איילנד Governors of Alabama קטגוריה:מושלי אלבמה Governors of Alaska קטגוריה:מושלי אלסקה Governors of Arizona קטגוריה:מושלי אריזונה Governors of Arkansas קטגוריה:מושלי ארקנסו Governors of Barbados קטגוריה:מושלי ברבדוס Governors of British Ceylon קטגוריה:מושלי ציילון Governors of British Guiana קטגוריה:מושלי גיאנה הבריטית Governors of California קטגוריה:מושלי קליפורניה Governors of Colorado קטגוריה:מושלי קולורדו Governors of Connecticut קטגוריה:מושלי קונטיקט Governors of Cuba קטגוריה:מושלי קובה Governors of Delaware קטגוריה:מושלי דלאוור Governors of Fiji קטגוריה:מושלי פיג'י Governors of Florida קטגוריה:מושלי פלורידה Governors of Georgia קטגוריה:מושלי ג'ורג'יה Governors of Gibraltar קטגוריה:מושלי גיברלטר Governors of Hawaii קטגוריה:מושלי הוואי Governors of Hong Kong קטגוריה:מושלי הונג קונג Governors of Idaho קטגוריה:מושלי איידהו Governors of Illinois קטגוריה:מושלי אילינוי Governors of Indiana קטגוריה:מושלי אינדיאנה Governors of Iowa קטגוריה:מושלי איווה Governors of Jamaica קטגוריה:מושלי ג'מייקה Governors of Kansas קטגוריה:מושלי קנזס Governors of Kentucky קטגוריה:מושלי קנטקי Governors of Louisiana קטגוריה:מושלי לואיזיאנה Governors of Maine קטגוריה:מושלי מיין Governors of Maryland קטגוריה:מושלי מרילנד Governors of Massachusetts קטגוריה:מושלי מסצ'וסטס Governors of Michigan קטגוריה:מושלי מישיגן Governors of Minnesota קטגוריה:מושלי מינסוטה Governors of Missouri קטגוריה:מושלי מיזורי Governors of Montana קטגוריה:מושלי מונטנה Governors of Nevada קטגוריה:מושלי נבדה Governors of New Hampshire קטגוריה:מושלי ניו המפשייר Governors of New Jersey קטגוריה:מושלי ניו ג'רזי Governors of New Mexico קטגוריה:מושלי ניו מקסיקו Governors of New South Wales קטגוריה:מושלי ניו סאות' ויילס Governors of New York קטגוריה:מושלי ניו יורק Governors of New York תבנית:מושלי ניו יורק Governors of North Carolina קטגוריה:מושלי קרוליינה הצפונית Governors of North Dakota קטגוריה:מושלי דקוטה הצפונית Governors of Ohio קטגוריה:מושלי אוהיו Governors of Oklahoma קטגוריה:מושלי אוקלהומה Governors of Oregon קטגוריה:מושלי אורגון Governors of Penang קטגוריה:מושלי פנאנג Governors of Pennsylvania קטגוריה:מושלי פנסילבניה Governors of Rhode Island קטגוריה:מושלי רוד איילנד Governors of South Carolina קטגוריה:מושלי קרוליינה הדרומית Governors of Tanganyika Territory קטגוריה:מושלי טנגנייקה Governors of Tennessee קטגוריה:מושלי טנסי Governors of Texas קטגוריה:מושלי טקסס Governors of Trinidad and Tobago קטגוריה:מושלי טרינידד וטובגו Governors of Utah קטגוריה:מושלי יוטה Governors of Vermont קטגוריה:מושלי ורמונט Governors of Virginia קטגוריה:מושלי וירג'יניה Governors of Washington קטגוריה:מושלי וושינגטון Governors of West Virginia קטגוריה:מושלי וירג'יניה המערבית Governors of Western Australia קטגוריה:מושלי אוסטרליה המערבית Governors of Wyoming קטגוריה:מושלי ויומינג Governors of the Bank of Israel קטגוריה:נגידי בנק ישראל Governors of the Bank of Israel תבנית:נגידי בנק ישראל Governors of the Cape Colony קטגוריה:מושלי מושבת הכף Governors of the Gambia קטגוריה:מושלי גמביה Governors-General of Australia קטגוריה:המושלים הכלליים של אוסטרליה Governors-General of New Zealand קטגוריה:המושלים הכלליים של ניו זילנד Governors-general קטגוריה:מושלים כלליים Govi-Altai Province גובי-אלטאי Govisümber Province גוביסומבר Gowarczów גוברצ'וב Gower Peninsula חצי האי גאוור Gowron גאורון Goy גוי Goya גויה Goya Award winners קטגוריה:זוכי פרס גויה Goya Awards פרס גויה Goya Awards קטגוריה:פרס גויה Goyang קויאנג Gozan no Okuribi גוזאן אוקוריבי Gozel/kobe קובי ברייאנט Gozo גוזו Gozo קטגוריה:גוזו Gozo Cathedral of the Assumption קתדרלת עליית הבתולה Gozo Channel Line חברת מצר גוזו Gozo Victoria ויקטוריה Gołdap גולדאפ Grab גראב Graben גראבן Grace Grace Grace Adler גרייס אדלר Grace Aguilar גרייס אגילר Grace Coolidge גרייס קולידג' Grace Dieu גראס דייה Grace Gealey גרייס גילי Grace Hopper גרייס הופר Grace Jones גרייס ג'ונס Grace Kelly גרייס קלי Grace Lee Boggs גרייס לי בוגס Grace Meng גרייס מנג Grace Metalious גרייס מטאליוס Grace Mirabella גרייס מיראבלה Grace O'Malley גרייס או'מלי Grace Park גרייס פארק Grace Slick גרייס סליק Grace and Frankie גרייס ופרנקי Graceful prinia פשוש Gracia Mendes Nasi דונה גרציה נשיא Gracie family משפחת גרייסי Graciela Montes גרסיאלה מונטס Gracile capuchin monkey קפוצ'ין Gracilis muscle השריר העדין Grad גראד Grade I listed buildings in England קטגוריה:אנגליה: מבנים רשומים דרגה I Grade II listed buildings in England קטגוריה:אנגליה: מבנים רשומים דרגה II Grade II* listed buildings in England קטגוריה:אנגליה: מבנים רשומים דרגה II* Graded absolutism אבסולוטיזם מוסרי Graded bedding שיכוב#שיכוב מדורג Graded ring אלגברה מדורגת Grader מפלסת Gradešnica גרדשניצה Gradian גראד Gradient גרדיאנט Gradient תבנית:הדרגתי Gradient theorem משפט הגרדיאנט Grading ציון Graduate Management Admission Test GMAT Graduated cylinder משורה Graduates of the Royal Military Academy Sandhurst קטגוריה:בוגרי האקדמיה הצבאית המלכותית סנדהרסט Graduation Graduation Graduation שנת Grady גריידי Grady Gang כנופיית גריידי Grady Memorial Hospital בית החולים גריידי ממוריאל Graeco-Roman Museum המוזיאון היווני-רומי באלכסנדריה Graells's tamarin טמרין גראל Graeme Simsion גרהם סימסיון Graeme Souness גריים סונס Graenum Berger גרנום ברגר Graf גרף Graffiti גרפיטי Graffiti and unauthorised signage קטגוריה:גרפיטי Graffiti artists קטגוריה:אמני גרפיטי Grafite גראפיטה Graflex גרפלקס Graft-versus-host disease מחלת השתל נגד המאכסן Grafting הרכבה Grafton Street רחוב גרפטון Graham גרהם Graham Chapman גרהאם צ'אפמן Graham Coxon גראהם קוקסון Graham Greene גרהאם גרין Graham Greene גרהם גרין Graham Harman גרהם הרמן Graham Island פרדיננדיה Graham Land ארץ גראהאם Graham Phillips גראהם פיליפס Graham Rix גרהאם ריקס Graham Smith גרהם סמית' Graham Taylor גרהאם טיילור Graham Young גרהאם יאנג Graham Zusi גרהאם זוסי Graham bread לחם גרהם Graham scan הסריקה של גראהם Graham's number מספר גרהאם GrahamCoull/Sandbox ידע Grahame Clark גרהם קלארק Grain גריין Grajewo גרייבו Gram בלמונג Gram גרם Gram flour קמח חומוס Gram staining צביעת גראם Gram-negative bacteria חיידקים גראם-שליליים Gram-positive bacteria חיידקים גראם-חיוביים Grameen Bank בנק גרמין Gramercy Park פארק גראמרסי Grammar דקדוק Grammar קטגוריה:דקדוק Grammars of specific languages קטגוריה:דקדוק לפי שפה Grammatical aspect אספקט Grammatical case יחסה Grammatical conjugation בניין Grammatical gender מין דקדוקי Grammatical modifier לוואי Grammatical mood מודוס Grammatical number מספר Grammatical particle מילית Grammatical person גוף Grammatical tense זמן Grammy Award פרס גראמי Grammy Award for Song of the Year קטגוריה:זוכי פרס גראמי לשיר השנה Grammy Award winners קטגוריה:זוכי פרס גראמי Grammy Award winners for Album of the Year קטגוריה:זוכי פרס גראמי לאלבום השנה Grammy Awards קטגוריה:פרס גראמי Gramophone גרמופון Gramophone record תקליט Gram–Schmidt process תהליך גרם-שמידט Gran Colombia רפובליקת קולומביה הגדולה Gran Sasso raid פשיטת גראן סאסו Gran Torino גראן טורינו Gran Vía גראן ויה Granada גרנדה Granada קטגוריה:גרנדה Granada CF גרנדה Granada CF footballers קטגוריה:כדורגלני גרנדה Grand Alliance הברית הגדולה Grand Army Plaza גראנד ארמי פלאזה Grand Ballon גרון בלו Grand Canal התעלה הגדולה Grand Canyon גרנד קניון Grand Canyon הפארק הלאומי גרנד קניון Grand Canyon of the Yellowstone הקניון הגדול של ילוסטון Grand Cayman גראנד קיימן Grand Central Terminal תחנת גרנד סנטרל Grand Choral Synagogue בית הכנסת הכוראלי הגדול Grand Condé Louis נסיך דה קונדה לואי השני דה בורבון Grand Coulee גרנד קולי Grand Coulee Dam סכר גרנד קולי Grand Council of Fascism המועצה הפשיסטית העליונה Grand Duchess Maria Alexandrovna of Russia הנסיכה הגדולה של רוסיה מריה אלכסנדרובנה Grand Duchess Maria Pavlovna of Russia הנסיכה הגדולה של רוסיה מריה פבלובנה Grand Duchess of Luxembourg Charlotte הדוכסית הגדולה מלוקסמבורג שארלוט Grand Duchess of Luxembourg Marie-Adélaïde הדוכסית הגדולה מלוקסמבורג מארי אדלייד Grand Duchess of Russia Maria Vladimirovna מריה ולדימירובנה רומנובה Grand Duchy of Baden הדוכסות הגדולה של באדן Grand Duchy of Finland הדוכסות הגדולה של פינלנד Grand Duchy of Frankfurt הדוכסות הגדולה של פרנקפורט Grand Duchy of Hesse הדוכסות הגדולה של הסן Grand Duchy of Lithuania הדוכסות הגדולה של ליטא Grand Duchy of Mecklenburg-Schwerin הדוכסות הגדולה של מקלנבורג-שוורין Grand Duchy of Mecklenburg-Strelitz הדוכסות הגדולה של מקלנבורג-שטרליץ Grand Duchy of Moscow נסיכות מוסקבה Grand Duchy of Saxe-Weimar-Eisenach הדוכסות הגדולה של סקסוניה-ויימאר-אייזנך Grand Duke Konstantin Pavlovich of Russia הנסיך הגדול של רוסיה קונסטנטין פאבלוביץ' Grand Duke Michael Alexandrovich of Russia קיסר רוסיה מיכאיל השני Grand Duke Michael Nikolaevich of Russia מיכאיל ניקולאייביץ' Grand Duke Nicholas Nikolaevich of Russia ניקולאי ניקולאייביץ' האב Grand Duke Nicholas Nikolaevich of Russia ניקולאי ניקולאייביץ' הבן Grand Duke Sergei Alexandrovich of Russia הנסיך הגדול של רוסיה סרגיי אלכסנדרוביץ' Grand Duke of Baden Frederick I הדוכס הגדול מבאדן פרידריך הראשון Grand Duke of Baden Frederick II הדוכס הגדול מבאדן פרידריך השני Grand Duke of Baden Louis II הדוכס הגדול מבאדן לודוויג השני Grand Duke of Hesse Ernest Louis הדוכס הגדול של הסן ארנסט לודוויג Grand Duke of Hesse Louis I הדוכס הגדול של הסן לודוויג הראשון Grand Duke of Hesse Louis II הדוכס הגדול של הסן לודוויג השני Grand Duke of Hesse Louis III הדוכס הגדול של הסן לודוויג השלישי Grand Duke of Hesse Louis IV הדוכס הגדול של הסן לודוויג הרביעי Grand Duke of Luxembourg Henri הדוכס הגדול מלוקסמבורג אנרי Grand Duke of Luxembourg Jean הדוכס הגדול מלוקסמבורג ז'אן Grand Duke of Mecklenburg-Schwerin Frederick Francis I הדוכס הגדול של מקלנבורג-שוורין פרידריך פרנץ הראשון Grand Duke of Mecklenburg-Schwerin Frederick Francis IV הדוכס הגדול של מקלנבורג-שוורין פרידריך פרנץ הרביעי Grand Duke of Russia Kirill Vladimirovich קיריל ולדימירוביץ' Grand Duke of Saxe-Weimar-Eisenach Charles Frederick הדוכס הגדול של סקסוניה-ויימאר-אייזנך קרל פרידריך Grand Duke of Tuscany Cosimo I de' Medici דוכס טוסקנה קוזימו הראשון דה מדיצ'י Grand Duke of Tuscany Ferdinando II de' Medici הדוכס הגדול של טוסקנה פרדיננדו השני דה מדיצ'י Grand Duke's Official Birthday יום הולדתו של הדוכס הגדול Grand Dukes of Baden קטגוריה:דוכסי באדן Grand Dukes of Grand Duchy of Lithuania קטגוריה:הדוכסים הגדולים של ליטא Grand Dukes of Luxembourg קטגוריה:דוכסים גדולים של לוקסמבורג Grand Est אלזס-שמפאן-ארדן-לורן Grand Est קטגוריה:אלזס-שמפאן-ארדן-לורן Grand Festivities Square כיכר החגיגות הגדולות Grand Fleet הצי הגדול Grand Funk Railroad Grand Funk Railroad Grand Geyser הגייזר הגדול Grand Harbour הנמל הגדול Grand Hotel גרנד הוטל Grand Kremlin Palace ארמון הקרמלין הגדול Grand Lake אגם גרנד Grand Lisboa גראנד ליסבון Grand Marnier גראן מרנייה Grand Mosque of Paris המסגד של פריז Grand Mufti of Jerusalem המופתי של ירושלים Grand Muftis of Jerusalem קטגוריה:המופתים של ירושלים Grand Muveran גראן מוברן Grand National גרנד נשיונל Grand National Assembly of Turkey האספה הלאומית הגדולה של טורקיה Grand Palace ארמון מלך תאילנד Grand Place הכיכר הגדולה בבריסל Grand Prince of Kiev נסיך קייב Grand Prince of the Hungarians Géza גזה שליט הונגריה Grand Princes of Moscow קטגוריה:נסיכי מוסקבה Grand Princes of Vladimir קטגוריה:נסיכי ולדימיר Grand Prix גרנד פרי Grand Prix motor racing מרוצי הגרנד פרי למכוניות Grand Prix motorcycle racing מרוצי אופנועי גרנד פרי Grand Rapids Drive גרנד ראפידס דרייב Grand Romantic Grand Romantic Grand Sanhedrin הסנהדרין של פריז Grand Serail הסראי הגדול Grand Slam גראנד סלאם Grand Slam פצצת גרנד סלאם Grand Staircase גרם המדרגות הגדול Grand Synagogue of Paris בית הכנסת דה לה ויקטואר Grand Teton National Park הפארק הלאומי גרנד טיטון Grand Teton National Park קטגוריה:פארק לאומי גרנד טיטון Grand Theft Auto Grand Theft Auto Grand Theft Auto קטגוריה:Grand Theft Auto Grand Theft Auto תבנית:Grand Theft Auto Grand Theft Auto 2 Grand Theft Auto 2 Grand Theft Auto III Grand Theft Auto III Grand Theft Auto IV Grand Theft Auto IV Grand Theft Auto V Grand Theft Auto V Grand Theft Auto: Episodes from Liberty City Grand Theft Auto: Episodes from Liberty City Grand Theft Auto: Liberty City Stories Grand Theft Auto: Liberty City Stories Grand Theft Auto: San Andreas Grand Theft Auto: San Andreas Grand Theft Auto: The Ballad of Gay Tony Grand Theft Auto: The Ballad of Gay Tony Grand Theft Auto: The Lost and Damned Grand Theft Auto IV: The Lost and Damned Grand Theft Auto: Vice City Grand Theft Auto: Vice City Grand Theft Auto: Vice City Stories Vice City Stories Grand Tour גרנד טורס Grand Tour הטיול הגדול Grand Tour program פלנטרי גראנד טור Grand Trianon הטריאנון הגדול Grand Trunk Road הדרך הראשית הגדולה Grand Unified Theory תאוריה מאוחדת גדולה Grand Union Flag דגל האיחוד הגדול Grand Vizier וזיר גדול Grand coalition ממשלת אחדות לאומית Grand duchy דוכסות גדולה Grand duke דוכס גדול Grand jury חבר מושבעים גדול Grand potential פוטנציאל גראנד קנוני Grand prince הנסיך הגדול Grand tourer גראן טוריסמו Grand-Bassam גראן-בסאם Grand-Bourg גראן-בור Grande Arche גרנד ארש Grande Armée גרנד ארמה Grande Prairie גרנד פריירי Grande Raccordo Anulare כביש הטבעת של רומא Grande Terre גרנד טר Grande synagogue de Lyon בית הכנסת הגדול של ליון Grande École השכלה גבוהה Grandes écoles גרנד אקול Grandfather paradox פרדוקס הסבא Grandi's series סדרת גרנדי Grandidier's mongoose נמייה מפוספסת ענקית Grandiosity שיגעון גדלות Grandmaster רב-אמן Grandmaster's Palace ארמון הגראנד מאסטר Grandparent סב Granger גריינג'ר Granger causality מבחן גריינג'ר Granit Xhaka גרניט ג'אקה Granita גרניטה Granitdoshlaku/Prishtina7 פרישטינה Granite גרניט Granma גראנמה Grannus גראנוס Granny Weatherwax סבתא רוח-שעווה Granny knot קשר סבתא Granoblastic גרנובלסטי Granodiorite גרנודיוריט Granola גרנולה Granot גרנות Granot Central Cooperative גרנות Grant גרנט Grant Achatz גראנט אייצ’ץ Grant Gustin גרנט גאסטין Grant Hackett גרנט האקט Grant Heslov גרנט הסלוב Grant Hill גרנט היל Grant Llewellyn גרנט לואלין Grant Show גראנט שואו Grant Wood גרנט ווד Grant administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל יוליסס סימפסון גרנט Grant's Tomb קבר גרנט Grant's gazelle צבי גראנט Granta גראנטה Granulocyte גרנולוציט Granuloma גרנולומה Granulomatosis with polyangiitis מחלת וגנר Granulosa cell תא גרנולוזה Grape ענב Grape varieties קטגוריה:זני ענבים Grapefruit אשכולית Grapes of Wrath ענבי זעם Grapeshot קלע אשכול Grapevine cross צלב הגפן Graph גרף Graph יחידה:Graph Graph algorithms קטגוריה:אלגוריתמים בתורת הגרפים Graph coloring גרף n-צביע Graph of a function גרף של פונקציה Graph theory קטגוריה:תורת הגרפים Graph theory תורת הגרפים Graph:Chart תבנית:Chart graph Graphe paranomon גראפה פאראנומון Grapheme גרפמה Graphene גרפן Graphic design עיצוב גרפי Graphic design קטגוריה:עיצוב גרפי Graphic design occupations מקצועות בתחום העיצוב הגרפי Graphic designer מעצב גרפי Graphic novel רומן גרפי Graphic novels קטגוריה:רומנים גרפיים Graphical game theory משחק בצורה גרפית Graphical user interface ממשק משתמש גרפי Graphics גרפיקה Graphics קטגוריה:גרפיקה Graphics Lab ויקיפדיה:סדנה לגרפיקה Graphics Lab/Maintenance ויקיפדיה:סדנה לגרפיקה Graphics Lab/Resources ויקיפדיה:סדנה לגרפיקה Graphics Lab/Resources/Related projects ויקיפדיה:סדנה לגרפיקה Graphics Lab/languages ויקיפדיה:סדנה לגרפיקה Graphics file formats קטגוריה:פורמטים גרפיים Graphics processing unit מעבד גרפי Graphics processing units קטגוריה:מעבדים גרפיים Graphics software קטגוריה:תוכנות גרפיות Graphics software תוכנת עריכת תמונה Graphics tablet משטח רישום דיגיטלי Graphics templates קטגוריה:תבניות גרפיות Graphipterus serrator רצה מצוירת Graphite גרפיט Graphologists קטגוריה:גרפולוגים Graphology גרפולוגיה Grappa גראפה Grappling גראפלינג Grapsus grapsus סרטן סלעים אדום Grass גראס Grass carp אמור לבן Grass warbler חרגולן Grasse גראס Grasshopper גראסהופר Grasshopper Club Zürich גראסהופרס ציריך Grasshopper Club Zürich managers קטגוריה:מאמני גראסהופרס ציריך Grasshopper Club Zürich players קטגוריה:כדורגלני גראסהופרס ציריך Grasshoppers קטגוריה:חרגוליים Grasslands קטגוריה:ערבות Grassmann number משתני גרסמן Grassmannian יריעת גרסמן Grassroots תנועה שורשית Grasă de Cotnari גראסה דה קוטנרי Grateful Dead גרייטפול דד Grater מגררת Gratian גרטיאנוס Gratin גרטן Gratis חינם Gratitude הכרת תודה Gratuity תשר Graubünden קטגוריה:גראובינדן Graupel גראופל Grave of the Fireflies קבר הגחליליות Grave robbery שוד קברים Gravedigger קברן Gravel חצץ Graves גרייבס Graves and Scholars Gods קברים ומלומדים אלים Graves' disease מחלת גרייבס Gravimetric analysis גרווימטריה Gravitational acceleration תאוצת הכובד Gravitational collapse קריסה כבידתית Gravitational constant קבוע הכבידה Gravitational keyhole חור מנעול גרביטציוני Gravitational lens עידוש כבידתי Gravitational singularity סינגולריות כבידתית Gravitational wave גלי כבידה Gravitino גרביטינו Graviton גרביטון Gravitropism גרביטרופיזם Gravity כבידה Gravity כוח משיכה Gravity Falls גרוויטי פולס Gravity Field and Steady-State Ocean Circulation Explorer GOCE Gravity Recovery and Interior Laboratory GRAIL Gravity assist מקלעת כבידתית Gravity hill הכביש המכושף Gravy רוטב בשר Gray גריי Gray code קוד גריי Gray fox שועל אפור מצוי Gray whale לווייתן אפור Gray wolf זאב מצוי Gray's Anatomy האנטומיה של גריי Gray's beaked whale לווייתן מקור דרומי Grayson Hall גרייסון הול Graz גראץ Graz Eggenberg Palace טירת אגנברג Grazer AK גראצר א.ק. Grazer AK players קטגוריה:כדורגלני גראצר א.ק. Grazia Deledda גרציה דלדה Graziano Pellè גרציאנו פלה Grazing antelope ראמים Grazing antelopes קטגוריה:ראמים Gračanica monastery מנזר גרצ'אניצה Gre-No-Li שלישיית גרה-נו-לי Grease גריז Greaser גריזרס Great American Interchange ההחלפה האמריקנית הגדולה Great American Songbook ספר השירים האמריקאי הגדול Great Assembly כנסת הגדולה Great Attractor המושך הגדול Great Baltimore Fire השריפה הגדולה בבולטימור Great Barrier Reef שונית המחסום הגדולה Great Basin האגן הגדול Great Bear Lake ימת הדובים הגדולה Great Bear Rainforest גרייט בר Great Bed of Ware המיטה הגדולה מוור Great Bitter Lake האגמים המרים Great Boston Fire of 1872 השריפה הגדולה בבוסטון Great Britain בריטניה הגדולה Great Britain קטגוריה:בריטניה Great Britain Davis Cup team נבחרת גביע דייוויס של בריטניה Great Britain at the Olympics בריטניה במשחקים האולימפיים Great Britain at the Paralympics בריטניה במשחקים הפאראלימפיים Great Britain men's national basketball team נבחרת בריטניה בכדורסל Great Britain women's Olympic football team נבחרת בריטניה בכדורגל נשים Great Britain women's national basketball team נבחרת בריטניה בכדורסל נשים Great Chicago Fire השריפה הגדולה של שיקגו Great Chinese Famine הרעב הגדול בסין Great Choral Synagogue בית הכנסת כורל הגדול Great Colonnade at Palmyra האכסדרה הגדולה בתדמור Great Dane דני ענק Great Dark Spot הכתם האפל הגדול Great Debate הוויכוח הגדול Great Depression השפל הגדול Great Depression קטגוריה:השפל הגדול Great Depression in the United States השפל הגדול: תקופת הובר Great Expectations תקוות גדולות Great Famine הרעב הגדול Great Famine רעב תפוחי האדמה הגדול באירלנד Great Famine of 1315–17 הרעב הגדול של 1315–1317 Great Fear הפחד הגדול Great Fire of 1910 השריפה הגדולה ב-1910 Great Fire of London השריפה הגדולה של לונדון Great Fire of London קטגוריה:השריפה הגדולה של לונדון Great Fire of New York השריפה הגדולה בניו יורק Great Fire of Rome השריפה הגדולה של רומא Great Flood of 1993 השיטפון הגדול של 1993 Great Heathen Army הצבא הוויקינגי הגדול Great Highland Bagpipe חמת החלילים הגדולה של ההיילנדס Great Hungarian Plain אלפלד Great Hurricane of 1780 ההוריקן הגדול של 1780 Great Internet Mersenne Prime Search GIMPS Great Lakes הימות הגדולות Great Lakes קטגוריה:הימות הגדולות Great Leap Forward הקפיצה הגדולה קדימה Great Man-Made River הנהר המלאכותי העצום Great Molasses Flood אסון הדבשה של בוסטון Great Moon Hoax מתיחת הירח הגדולה Great Mosque of Djenné המסגד הגדול של ג'נה Great Mosque of Samarra המסגד הגדול של סאמרא Great National Assembly האספה הלאומית הגדולה של רומניה Great Northern War המלחמה הצפונית הגדולה Great Ocean Road דרך האוקיינוס הגדולה Great Offices of State המשרות הגדולות של המדינה Great Oxygenation Event אסון החמצן Great Pacific garbage patch שטח הפסולת של האוקיינוס השקט Great Plague of London המגפה הגדולה של לונדון Great Plains המישורים הגדולים Great Plan for the Transformation of Nature התוכנית הגדולה לשינוי הטבע Great Pulteney Street רחוב גרייט פולטני Great Purge הטיהורים הגדולים Great Pyramid of Giza הפירמידה הגדולה של גיזה Great Pyrenees כלב הרים פירנאי Great Red Spot הכתם האדום הגדול Great Retreat הנסיגה הגדולה Great Retreat הנסיגה הגדולה למארן Great Rhetra החוקה הגדולה של ספרטה Great Rift Valley הבקע הסורי-אפריקני Great Russian Encyclopedia האנציקלופדיה הרוסית הגדולה Great Salt Lake ימת המלח הגדולה Great Sandy Desert מדבר החול הגדול Great Satraps' Revolt מרד הסטרפים Great Seal of Canada החותם הגדול של קנדה Great Seal of the Confederate States of America סמל קונפדרציית המדינות של אמריקה Great Seal of the United States סמל ארצות הברית Great Siege of Malta המצור הגדול על מלטה Great Sioux War of 1876 מערכת בלק הילס Great Slave Lake ימת העבדים הגדולה Great Smog הערפיח הגדול Great Smoky Mountains National Park הפארק הלאומי גרייט סמוקי מאונטיינז Great Soviet Encyclopedia האנציקלופדיה הסובייטית הגדולה Great Sphinx of Giza הספינקס הגדול של גיזה Great Spirit הרוח הגדולה Great St Bernard Pass מעבר סן ברנאר הגדול Great Stink הסירחון הגדול Great Synagogue בית הכנסת בהורדנה Great Synagogue בית הכנסת הגדול Great Synagogue בית הכנסת הגדול של בוקרשט Great Synagogue בית הכנסת הגדול של גיברלטר Great Synagogue בית הכנסת הגדול של טביליסי Great Synagogue בית הכנסת הגדול של יאשי Great Synagogue בית הכנסת הגדול של פלזן Great Synagogue of Baghdad בית הכנסת שף ויתיב Great Synagogue of Europe בית הכנסת הגדול בבריסל Great Synagogue of Florence בית הכנסת הגדול של פירנצה Great Synagogue of London בית הכנסת הגדול Great Synagogue of Rome בית הכנסת הגדול של רומא Great Syrian Revolt המרד הדרוזי Great Train Robbery שוד הרכבת הגדול בבריטניה Great Trek הטרק הגדול Great Trigonometrical Survey המיפוי הטריגונומטרי הגדול Great Turkish War מלחמת האימפריה העות'מאנית-הליגה הקדושה Great Wall of China החומה הגדולה של סין Great White Fleet הצי הלבן הגדול Great Year שנה אפלטונית Great Zab הזב הגדול Great Zimbabwe זימבבואה הגדולה Great albatross אלבטרוס גדול Great ape language ניסויים בלשניים בקופי אדם Great argus ארגוס גדול Great auk אלקה גדולה Great black-backed gull שחף ימי Great blue turaco טוראקו כחול Great bowerbird סוכי ענק Great bustard חובה גדולה Great capes הכפים הגדולים Great circle מעגל גדול Great cormorant קורמורן גדול Great crested grebe טבלן מצויץ Great curassow הוקו גדול Great egret לבנית גדולה Great grey owl לילית אפורה Great grey shrike חנקן גדול Great hornbill קלאו בכיר Great horned owl אוח וירג'יניה Great power מעצמה Great skua חמסן גדול Great spotted cuckoo קוקייה מצויצת Great stand on the Ugra river ההתקוממות הגדולה על נהר האוגרה Great tit ירגזי מצוי Great white pelican שקנאי מצוי Great white shark קרחה לבנה Greatcoat שינל Greater Albania אלבניה הגדולה Greater Antilles האנטילים הגדולים Greater Buenos Aires גראן בואנוס איירס Greater Caucasus הקווקז הגדול Greater East Asia Co-Prosperity Sphere מרחב השגשוג המשותף של מזרח אסיה רבתי Greater Egyptian gerbil גרביל החולות Greater Egyptian jerboa ירבוע גדול Greater German People's Party מפלגת העם של גרמניה הגדולה Greater Israel ארץ ישראל השלמה Greater Khorasan ח'וראסאן Greater Lebanon היסטוריה של לבנון: לבנון הגדולה Greater London לונדון רבתי Greater London Authority רשות לונדון רבתי Greater London Council מועצת לונדון רבתי Greater Manchester מנצ'סטר רבתי Greater Nile Oil Pipeline צינור הנפט הראשי של סודאן Greater Poland Voivodeship פולין גדול Greater Poland Voivodeship קטגוריה:פולין גדול Greater Poland Voivodeship Dąbie דומביה Greater Poland Voivodeship Koźminek קוז'מינק Greater Romania רומניה הגדולה Greater Romania Party רומניה מארה Greater Somalia סומליה הגדולה Greater Sudbury גרייטר סדברי Greater Syria סוריה הגדולה Greater Tokyo Area מטרופולין טוקיו Greater Upper Nile הנילוס העליון הגדול Greater Yellowstone Ecosystem ילוסטון רבתי Greater amberjack סריול אטלנטי Greater bilby בילבי ענק Greater cane rat חולדת קנים ענקית Greater crested tern שחפית צהובת מקור Greater fairy armadillo ארמדיל חולד גדול Greater flamingo פלמינגו מצוי Greater grison גריזון גדול Greater honeyguide אוביל הדבש Greater kestrel בז גדול Greater kudu קודו גמלוני Greater long-nosed armadillo ארמדיל ארוך-אף גדול Greater mouse-deer איילון בלבק Greater mouse-eared bat נשפון גדול Greater mouse-tailed bat יזנוב גדול Greater naked-tailed armadillo ארמדיל חשוף-זנב גדול Greater prairie chicken שכווי ערבות ענק Greater rhea ננדו מצוי Greater spotted eagle עיט צפרדעים Greater white-fronted goose אווז לבן-מצח Greater white-toothed shrew חדף מצוי Greater yellow-headed vulture קתרטס צהוב-ראש גדול Greatest Hits Greatest Hits Greatest Hits הלהיטים הגדולים Greatest Hits II Greatest Hits II Greatest Hits III Greatest Hits III Greatest Hits: My Prerogative Greatest Hits: My Prerogative Greatest common divisor מחלק משותף מקסימלי Greatest hits album אלבום להיטים Greave מוקיים Grebe טבלניים Greco-Italian War מלחמת איטליה-יוון Greco-Persian Wars מלחמת פרס-יוון Greco-Roman mythology in popular culture קטגוריה:מיתולוגיה יוונית בתרבות Greco-Turkish War המלחמה היוונית-עות'מאנית Greco-Turkish War מלחמת יוון-טורקיה Greece יוון Greece קטגוריה:יוון Greece Alos אלוס Greece Drama דרמה Greece Lakka לאקה Greece Megalopolis מגלופוליס Greece Men Basketball Squad 2008 Summer Olympics תבנית:נבחרת יוון בכדורסל באולימפיאדת 2008 Greece Olympia אולימפיה Greece Squad 2006 FIBA World Championship תבנית:נבחרת יוון באליפות העולם בכדורסל 2006 Greece Squad 2014 FIBA Basketball World Cup תבנית:נבחרת יוון באליפות העולם בכדורסל 2014 Greece Thebes תבאי Greece at the Olympics יוון במשחקים האולימפיים Greece during World War I יוון במלחמת העולם הראשונה Greece in World War I קטגוריה:יוון במלחמת העולם הראשונה Greece in World War II קטגוריה:יוון במלחמת העולם השנייה Greece in the Eurovision Song Contest יוון באירוויזיון Greece international footballers קטגוריה:כדורגלני נבחרת יוון Greece location map templates קטגוריה:תבניות מיפוי לפי מדינות: יוון Greece national basketball team נבחרת יוון בכדורסל Greece national basketball team templates קטגוריה:סגלי נבחרת יוון בכדורסל Greece national football team נבחרת יוון בכדורגל Greece national football team managers קטגוריה:מאמני נבחרת יוון בכדורגל Greece national football team navigational boxes קטגוריה:סגלי נבחרת יוון בכדורגל Greece national under-21 football team נבחרת יוון בכדורגל עד גיל 21 Greece squad 2010 FIFA World Cup תבנית:נבחרת יוון במונדיאל 2010 Greece squad 2014 FIFA World Cup תבנית:נבחרת יוון במונדיאל 2014 Greece squad UEFA Euro 2004 תבנית:נבחרת יוון יורו 2004 Greece squad UEFA Euro 2008 תבנית:נבחרת יוון יורו 2008 Greece squad UEFA Euro 2012 תבנית:נבחרת יוון יורו 2012 Greece stubs קטגוריה:קצרמר יוון Greece templates קטגוריה:תבניות ניווט - יוון Greece women's national football team נבחרת יוון בכדורגל נשים Greece–Israel relations יחסי יוון-ישראל Greece–Turkey relations קטגוריה:יחסי טורקיה-יוון Greed תאוות בצע Greedy algorithm אלגוריתם חמדן Greek גריק Greek Basket League ליגת העל היוונית בכדורסל Greek Basket League תבנית:ליגת העל היוונית בכדורסל Greek Basketball Cup הגביע היווני בכדורסל Greek Civil War מלחמת האזרחים ביוון Greek Dark Ages תקופת המעבר ביוון Greek Eurovision Song Contest entrants קטגוריה:נציגי יוון באירוויזיון Greek Football Cup הגביע היווני בכדורגל Greek Jews קטגוריה:יהודים יוונים Greek Magical Papyri פפירוסי הכישוף היווניים Greek Nobel laureates קטגוריה:זוכי פרס נובל יוונים Greek Orthodox Church נצרות יוונית-אורתודוקסית Greek Orthodox Church of Antioch הכנסייה האנטיוכית Greek Orthodox Church of Jerusalem הפטריארכיה היוונית-אורתודוקסית של ירושלים Greek Orthodox Church of the Annunciation כנסיית גבריאל הקדוש Greek Orthodox Patriarchs of Jerusalem קטגוריה:פטריארכים של הכנסייה היוונית-אורתודוקסית בירושלים Greek Revival architecture התחייה היוונית Greek Righteous Among the Nations קטגוריה:יוונים חסידי אומות העולם Greek Royal Family משפחת המלוכה היוונית Greek War of Independence מלחמת העצמאות היוונית Greek War of Independence קטגוריה:מלחמת העצמאות היוונית Greek admirals קטגוריה:אדמירלים יוונים Greek alphabet אלפבית יווני Greek alphabet קטגוריה:אלפבית יווני Greek alphabet sidebar תבנית:אלפבית יווני Greek artists קטגוריה:אמנים יוונים Greek astronomers קטגוריה:אסטרונומים יוונים Greek athletes קטגוריה:אתלטים יוונים Greek autobiographers קטגוריה:כותבי אוטוביוגרפיה יוונים Greek awards קטגוריה:פרסים יווניים Greek basketball players קטגוריה:כדורסלנים יוונים Greek businesspeople קטגוריה:אנשי עסקים יוונים Greek chess players קטגוריה:שחמטאים יוונים Greek chorus מקהלה Greek citron אתרוג קורפו Greek city-states קטגוריה:פולייס ביוון העתיקה Greek clergy קטגוריה:אנשי דת יוונים Greek composers קטגוריה:מלחינים יוונים Greek cuisine המטבח היווני Greek cuisine קטגוריה:המטבח היווני Greek culture קטגוריה:יוון: תרבות Greek deities קטגוריה:אלים יווניים Greek directors קטגוריה:במאים יוונים Greek drachma דרכמה Greek dramatists and playwrights קטגוריה:מחזאים יוונים Greek explorers קטגוריה:מגלי ארצות יוונים Greek film actors קטגוריה:שחקני קולנוע וטלוויזיה יוונים Greek film directors קטגוריה:במאי קולנוע יוונים Greek film producers קטגוריה:מפיקי קולנוע יוונים Greek fire אש יוונית Greek footballers קטגוריה:כדורגלנים יוונים Greek genocide רצח העם היווני-פונטי Greek geographers קטגוריה:גאוגרפים יוונים Greek government-debt crisis משבר החוב של יוון Greek inventions קטגוריה:יוון: תגליות והמצאות Greek inventors קטגוריה:ממציאים יוונים Greek island affair פרשת האי היווני Greek language יוונית Greek language קטגוריה:יוונית Greek language question שאלת השפה ביוון Greek lepton לפטון יווני Greek manuscripts קטגוריה:כתבי יד יווניים Greek mathematicians קטגוריה:מתמטיקאים מיוון העתיקה Greek mathematics מתמטיקה ביוון העתיקה Greek military junta of 1967–74 המשטר הצבאי ביוון בשנים 1967–1974 Greek military personnel קטגוריה:אנשי צבא יוונים Greek military personnel of World War I קטגוריה:אנשי צבא יוונים במלחמת העולם הראשונה Greek monarchs קטגוריה:מלכי יוון Greek music קטגוריה:מוזיקה יוונית Greek musicians קטגוריה:מוזיקאים יוונים Greek myth תבנית:אלי ים יוונים Greek myth תבנית:אלים אולימפיים Greek myth תבנית:אלים יוונים משניים Greek myth תבנית:אלים יוונים קדומים Greek myth תבנית:אלים כתוניים Greek myth תבנית:האנשה במיתולוגיה היוונית Greek myth תבנית:המיתולוגיה היוונית Greek myth תבנית:טיטאנים Greek mythology מיתולוגיה יוונית Greek mythology ספר:המיתולוגיה היוונית ודת יוון העתיקה Greek mythology קטגוריה:מיתולוגיה יוונית Greek mythology templates קטגוריה:תבניות ניווט - מיתולוגיה יוונית Greek numerals ספרות יווניות Greek painters קטגוריה:ציירים יוונים Greek people קטגוריה:יוונים Greek people by occupation קטגוריה:יוונים לפי מקצוע Greek people of World War I קטגוריה:יוונים במלחמת העולם הראשונה Greek philosophers קטגוריה:פילוסופים יוונים Greek physicians קטגוריה:רופאים יוונים Greek poets קטגוריה:משוררים יוונים Greek politicians קטגוריה:פוליטיקאים יוונים Greek popes קטגוריה:אפיפיורים יוונים Greek queens consort קטגוריה:נשות מלכים יוונים Greek rabbis קטגוריה:רבנים יוונים Greek royalty קטגוריה:אצולה יוונית Greek salad סלט יווני Greek scientists קטגוריה:מדענים יוונים Greek screenwriters קטגוריה:תסריטאי קולנוע יוונים Greek sculptors קטגוריה:פסלים יוונים Greek singer-songwriters קטגוריה:זמרים-יוצרים יוונים Greek singers קטגוריה:זמרים יוונים Greek sociologists קטגוריה:סוציולוגים יוונים Greek songwriters קטגוריה:פזמונאים יוונים Greek sportspeople קטגוריה:ספורטאים יוונים Greek temples קטגוריה:מקדשים ביוון העתיקה Greek to me זה סינית בשבילי Greek war casualties קטגוריה:חללי קרבות יוונים Greek writers קטגוריה:סופרים יוונים Greeks יווניות Greeks יוונים Green Green Green גרין Green ירוק Green Arrow החץ הירוק Green Arrow קונור הוק Green Arrow קטגוריה:החץ הירוק Green Arrow: The Longbow Hunters החץ הירוק: ציידי הקשת הארוכה Green Arrow: Year One החץ הירוק: שנה ראשונה Green Bay Packers גרין ביי פקרס Green Belt Movement תנועת חגורה ירוקה Green Card גרין קארד Green Day גרין דיי Green Day קטגוריה:גרין דיי Green Day תבנית:גרין דיי Green Day albums קטגוריה:אלבומי גרין דיי Green Day songs קטגוריה:סינגלים של גרין דיי Green Eggs and Ham לא רעב ולא אוהב Green Ensign נס ירוק Green Goblin הגובלין הירוק Green Green גרין גרין Green Heart 1985 משתמש:Green Heart Green Is the Colour Green Is The Colour Green Lantern גרין לנטרן Green Lantern קטגוריה:גרין לנטרן Green Lantern Corps חיל הפקחים הירוקים Green Lantern Jade.jpg קובץ:Green Lantern Jade.jpg Green Lantern Rebirth 1.jpg קובץ:Green Lantern Rebirth 1.jpg Green Lantern Rebirth 6.jpg קובץ:Green Lanterns.jpg Green Lantern v1 1.jpg קובץ:Green Lantern-1.jpg Green Lantern: Rebirth גרין לנטרן: לידה מחדש Green Light Green Light Green Line הקו הירוק Green Line מערכת להסעת המונים במטרופולין תל אביב - הקו הירוק Green March המצעד הירוק Green Mountain ההר הירוק Green Movement התנועה הירוקה Green Onion בצל ירוק Green Onions Green Onions Green Park גרין פארק Green Park tube station תחנת הרכבת התחתית גרין פארק Green Party מפלגת הירוקים Green Party of England and Wales מפלגת הירוקים של אנגליה וויילס Green Party of the United States מפלגת הירוקים בארצות הברית Green Patches כתמים ירוקים Green Revolution המהפכה הירוקה Green River גרין Green River גרין ריבר Green Room החדר הירוק Green S ירוק S Green Street בלי חוקים Green Stripe הקו הירוק Green Zone האזור הירוק Green algae קטגוריה:אצות ירוקיות Green anaconda אנקונדה כהה Green anarchism אקו-אנרכיזם Green and black poison dart frog צפרדע חץ שחורה-ירוקה Green bee-eater שרקרק גמדי Green broadbill רחב-מקור ירוק Green building בנייה ירוקה Green cadres הקאדר הירוק Green children of Woolpit הילדים הירוקים של וולפיט Green flash הבזק ירוק Green fluorescent protein חלבון פלואורסצנטי ירוק Green goblin2.jpg קובץ:Green goblin2.jpg Green ibis מגלן ירוק Green iguana איגואנה ירוקה Green junglefowl תרנגול בר ירוק Green mamba ממבה ירוקה Green marketing שיווק ירוק Green nanotechnology ננוטכנולוגיה ירוקה Green papaya salad סום טאם Green party מפלגה ירוקה Green peafowl טווס ירוק Green pheasant פסיון ירוק Green phish משתמש:דג ירוק Green political parties קטגוריה:מפלגות ירוקות Green roof גג ירוק Green sea turtle צב ים ירוק Green swordtail סייפן מצוי Green tea תה ירוק Green tree python פיתון עצים ירוק Green vehicle מכונית ירוקה Green wave גל ירוק Green's Lodge Battery סוללת גרינס לודג' Green's function פונקציית גרין Green's relations יחסי גרין Green's theorem משפט גרין Green-billed toucan טוקן צהוב-חזה Green-cheeked parakeet קוניור גרין צ'יק GreenBook2nd תבנית:GreenBookRef2nd GreenLanternJSA14.jpg קובץ:GreenLanternJSA14.jpg Greene Vardiman Black גרין ורדימן בלאק Greengrocer ירקן Greenhouse חממה Greenhouse effect אפקט החממה Greenhouse gas גז חממה Greenl50.jpg קובץ:Green Lantern Vol 3 50.jpg Greenland גרינלנד Greenland קטגוריה:גרינלנד Greenland Cape Farewell כף פרוול Greenland Sea ים גרינלנד Greenland national football team נבחרת גרינלנד בכדורגל Greenland shark ישנונן גרינלנדי Greenlandic Inuit people קטגוריה:גרינלנדים אינואיטים Greenlandic culture קטגוריה:גרינלנד: תרבות Greenlandic language גרינלנדית Greenlandic music קטגוריה:מוזיקה של גרינלנד Greenlandic people קטגוריה:גרינלנדים Greenlandic politicians קטגוריה:פוליטיקאים גרינלנדים Greenpeace גרינפיס Greens of Andorra הירוקים של אנדורה Greenschist צפחה#צפחות ירוקות Greensleeves Greensleeves Greenspan גרינספן Greens–European Free Alliance הברית החופשית של הירוקים האירופאים Greenville גרינוויל Greenwashing Greenwash Greenwich גריניץ' Greenwich Market שוק גריניץ' Greenwich Mean Time שעון גריניץ' Greenwich Park פארק גריניץ' Greenwich Royal Observatory מצפה הכוכבים המלכותי של גריניץ' Greenwich St Alfege Church כנסיית סנט אלפג' Greenwich Time Signal אותות זמן Greenwich Village גריניץ' וילג' Greenwich Village קטגוריה:גריניץ' וילג' Greenwich foot tunnel מנהרת גריניץ' Greenwood גרינווד Greer גריר Greer Garson גריר גרסון Greeting ברכה Greeting card כרטיס ברכה Greetings קטגוריה:ברכות ואיחולים Greetings from L.A. Greetings from L.A. Greg Abbott גרג אבוט Greg Ballard גרג באלרד Greg Bear גרג בר Greg Dulli גרג דולי Greg Egan גרג אגן Greg Foster גרג פוסטר Greg Giraldo גרג ג'ירלדו Greg Grunberg גרג גרונברג Greg Gutfeld גרג גוטפלד Greg Kinnear גרג קיניר Greg Lake גרג לייק Greg LeMond גרג למונד Greg Louganis גרג לוגניס Greg Monroe גרג מונרו Greg Mortenson גרג מורטינסון Greg Oden גרג אודן Greg Rutherford גרג רתרפורד Greg Welch גרג ולש Greg Wise גרג וייז Greg4cr/Recommender system מערכות המלצה Gregg Popovich גרג פופוביץ' Gregg Sulkin גרג סולקין Gregor Fučka גרגור פוצ'קה Gregor Mendel גרגור מנדל Gregor Piatigorsky גרגור פיאטיגורסקי Gregor Strasser גרגור שטראסר Gregorian Reform הרפורמה הגרגוריאנית Gregorian calendar הלוח הגרגוריאני Gregorian chant מזמור גרגוריאני Gregorian serial date תבנית:יום סידורי Gregorio Allegri גרגוריו אלגרי Gregorio Paltrinieri גרגוריו פלטריניירי Gregorius גרגוריוס על האבן Gregory גרגורי Gregory Hines גרגורי היינס Gregory House גרגורי האוס Gregory Mertens גרגורי מרטנס Gregory Pakourianos גרגוריוס פקוריאנוס Gregory Peck גרגורי פק Gregory Sporleder גרגורי ספורלדר Gregory V of Constantinople פטריארך קונסטנטינופול גריגוריוס החמישי Gregory of Nazianzus גרגוריוס מנזיאנזוס Gregory of Tours גרגוריוס מטור Gregory the Illuminator גרגוריוס המאיר Gregory van der Wiel גרגורי ואן דר ויל Greifswald גרייפסוואלד Greiner גריינר Grelling–Nelson paradox הפרדוקס של גרלינג-נלסון Gremlins גרמלינס Gremlins 2: The New Batch גרמלינס 2 Grenache גרנאש Grenada גרנדה Grenada קטגוריה:גרנדה Grenada Grenville גרנוויל Grenada St. George's סנט ג'ורג' Grenada at the Olympics גרנדה במשחקים האולימפיים Grenada national football team נבחרת גרנדה בכדורגל Grenade Grenade Grenade launcher מטול רימונים Grenades קטגוריה:רימוני יד Grenadian people קטגוריה:גרנדים Grenadian politicians קטגוריה:פוליטיקאים גרנדים Grenadier גרנדיר Grenadier Guards משמר הגרנדירים Grenadine גרנדין Grenadines הגרנדינים Grenchen גרנשן Grenoble גרנובל Grenoble Foot 38 players קטגוריה:כדורגלני גרנובל Grep Grep Gresham גרשם Gresham Palace ארמון גרשם Gresham's law חוק גרשאם Greta Andersen גרטה אנדרסן Greta Garbo גרטה גרבו Greta Gerwig גרטה גרוויג Greta Scacchi גרטה סקאקי Greta oto גרטה אוטו Gretchen Mol גרטשן מול Gretel Bergmann גרטל ברגמן Grethe and Jørgen Ingmann גרטה ויורגן אינגמן Gretsch Gretsch Grevenmacher גרבנמכר Grewia villosa גרויה שעירה Grey אפור Grey גריי Grey Gardens גנים אפורים Grey Goose וודקה#מותגי וודקה נודעים Grey Wolves הזאבים האפורים Grey alien אפורים Grey area תחום אפור Grey crowned crane עגור כתר לבן-לחיים Grey goo עיסה אפורה Grey heron אנפה אפורה Grey junglefowl תרנגול סונרט Grey long-eared bat אוזנן Grey market שוק אפור Grey matter חומר אפור Grey partridge חוגלית אפורה Grey peacock-pheasant טווסון אפור Grey reef shark כריש שונית אפור Grey rhebok אנטילופה איילית Grey seal כלב ים אפור Grey wagtail נחליאלי זנבתן Grey's Anatomy האנטומיה של גריי Grey-breasted mountain toucan טוקן אפור-חזה Grey-cheeked mangabey מנגבי אפור לחיים Grey-faced sengi ארכף אפור פנים Grey-headed albatross אלבטרוס אפור ראש Grey-necked rockfowl עורב אפור-צוואר Greyhound גרייהאונד Greyhound Lines קווי גרייהאונד Greyhound racing מרוץ כלבים Greylag goose אווז אפור Greywater מים אפורים Gribenes גריבען Griboyedov Canal תעלת גריבויידוב Grid computing מחשוב סריגי Grid plan רחובות שתי וערב Grief קטגוריה:שכול Grief שכול Grieg גריג Grieskirchen District גריסקירכן Griffin גריפון Griffin גריפין Griffin Dunne גריפין דאן Griffith גריפית' Griffith's experiment ניסוי גריפית' Griffon Bruxellois גריפון Griffon vulture נשר מקראי Grigio60/Sandbox אקווה אלטה Grignard reaction תרכובת גריניאר Grigol Mgaloblishvili גריגול מגאלובלישווילי Grigoraș Dinicu גריגוראש דיניקו Grigore Alexandru Ghica גריגורה אלכסנדרו גיקה Grigore Ureche גריגורה אורקה Grigori Aleksandrov גריגורי אלכסנדרוב Grigori Gorin גריגורי גורין Grigori Kozintsev גריגורי קוזינצב Grigori Perelman גריגורי פרלמן Grigori Rasputin גריגורי רספוטין Grigori Shtern גריגורי שטרן Grigorii Fichtenholz גריגורי פיכטנגולץ Grigoris Kastanos גריגוריס קסטנוס Grigory Adamov גרגורי אדמוב Grigory Kotovsky גריגורי קוטובסקי Grigory Kulik גריגורי קוליק Grigory Levenfish גריגורי לבנפיש Grigory Orlov גריגורי אורלוב Grigory Potemkin גריגורי פוטיומקין Grigory Semyonov גריגורי סמיונוב Grigory Shajn גרגורי שיין Grigory Sokolov גריגורי סוקולוב Grigory Yavlinsky גריגורי יאבלינסקי Grigory Zinoviev גריגורי זינובייב Grim Fandango גרים פנדנגו Grim Grinning Ghosts רוחות אפלות מצחקקות Grim Reaper גרים ריפר Grimes גריימס Grimlock משתמש:Grimlock Grimm גרים Grimm's Fairy Tale Classics אגדות האחים גרים Grimm's law חוק גרים Grimms' Fairy Tales מעשיות האחים גרים Grimms' Fairy Tales קטגוריה:מעשיות האחים גרים Grimpoteuthis תמנון דמבו Grimsby גרימסבי Grimsby Town F.C. גרימסבי טאון Grimsby Town F.C. players קטגוריה:כדורגלני גרימסבי טאון Grimsel Pass מעבר גרימזל Grinberg גרינברג Grindcore גריינדקור Grindelwald גרינדלוולד Grindr גריינדר Grindstone מלאכת טוחן Griner גרינר Gringo גרינגו Gripsholm Castle טירת גריפסהולם Griqualand East גריקואלנד מזרח Gris גריס Grisaille גריזיי Grise Fiord גרייס פיורד Griselda Báthory גריזלדה באטורי Griseofulvin Griseofulvin Grisha Filipov גרישה פיליפוב Grisons גראובינדן Gristmill טחנת קמח Grizzly גריזלי Grizzly Bay מפרץ גריזלי Grizzly Man גריזלי מן Grizzly bear דוב גריזלי Gro Espeseth גרו אספסת' GroEL GroEL Groat גריסים Grob G 120 גרוב G-120 Grocery store מכולת Grodno גרודנה Grodno הורדנה Grodno Ghetto גטו גרודנו Grodno Governorate פלך גרודנו Grodno Region הורדנה Grodno Region קטגוריה:מחוז הורדנה Grodzisk גרודז'יסק Grodzisk Mazowiecki גרודז'יסק מזובייצקי Grodzka Gate – NN Theatre מרכז "שער גרודצקה - תיאטרון NN" Grofit גרופית Groin מפשעה Groin vault קמרון צולב Grojband גרוג'בנד Groker22/Яков Кац(Кецеле) יעקב כץ Grombalia גרומבליה Groningen חרונינגן Groningen קטגוריה:חרונינגן Groom of the Stool נער בית הכיסא Groot גרוט Groove גרוב Groove metal גרוב מטאל Groove metal musical groups קטגוריה:להקות גרוב מטאל Grooved ware תרבות הכלים המחורצים Grooveshark Grooveshark Groovy Groovy Gros Islet גרו איסלט Gros Morne National Park הפארק הלאומי גרוס מורן Groschen גרוש Gross גרוס Gross טרה נטו ברוטו Gross National Happiness אושר לאומי גולמי Gross domestic product תוצר מקומי גולמי Gross margin רווח גולמי Gross national product תוצר לאומי גולמי Gross profit רווח גולמי Gross-Rosen concentration camp גרוס-רוזן Gross-Rosen concentration camp survivors קטגוריה:אסירים במחנה הריכוז גרוס-רוזן Grossaktion Warsaw האקציה הגדולה Grosseto גרוסטו Grossglockner גרוסגלוקנר Grossite גרוסיט Grossman גרוסמן Grossular גרוסולר Grosvenor Bridge גשר גרובנור Grosvenor Square כיכר גרוונר Grotesque גרוטסקה Grothendieck group חבורת גרותנדיק Groton School בית הספר גרוטון Grotta Gigante גרוטה ג'יגאנטה Groucho Marx גראוצ'ו מרקס Groucho NL משתמש:Groucho NL Ground הארקה Ground Floor קומה אפס Ground beetle רצניתיים Ground effect אפקט הקרקע Ground effect vehicle אקרנופלן Ground hornbill קלאויים Ground pangolin פנגולין הכף Ground roller כחלים קרקעיים Ground sloth עצלן קרקע Ground speed מהירות קרקעית Ground zero גראונד זירו Ground-penetrating radar מכ"ם חודר קרקע Groundation Groundation Grounded for Life ככה זה בחיים Grounded theory תאוריה מעוגנת בשדה Groundhog מרמיטה צפון אמריקאית Groundhog Day יום המרמיטה Groundhog Day לקום אתמול בבוקר Groundwater מי תהום Groundwork of the Metaphysic of Morals הנחת יסוד למטפיזיקה של המידות Group חבורה Group להק Group קבוצה Group 11 element קבוצת יסודות 11 Group 47 קבוצת 47 Group A streptococcal infection החיידק הטורף Group Policy מדיניות קבוצה Group Theatre קבוצת תיאטרון Group action פעולת חבורה Group buying קנייה קבוצתית Group cohesiveness לכידות קבוצתית Group dynamics דינמיקה קבוצתית Group emotion רגש קבוצתי Group f/64 קבוצת F/64 Group object אובייקט חבורתי Group of 77 G77 Group of Eight ארגון המדינות המתועשות Group of Thirty מועדון ה-30 Group polarization משתמש:Tshuva/קיטוב קבוצתי Group psychotherapy טיפול קבוצתי Group representation הצגה לינארית Group ring חוג חבורה Group selection ברירה קבוצתית Group theory קטגוריה:תורת החבורות Group theory תורת החבורות Group velocity מהירות חבורה Grouper דקר Groupoid גרופואיד Groupon גרופון Groups claiming Jewish descent קטגוריה:קבוצות הטוענות למוצא יהודי Groupthink חשיבת יחד Grouse שכווים Grove חורשה Grover גרובר Grover כרובי Grover Cleveland גרובר קליבלנד Grover Cleveland קטגוריה:גרובר קליבלנד Grover's algorithm אלגוריתם גרובר Grown Ups מגודלים Grown Ups 2 מגודלים 2 Growth factor גורם גידול Growth hormone הורמון גדילה Growth hormone–releasing hormone הורמון משחרר הורמון גדילה Growth of the Soil ברכת האדמה Growth–share matrix מטריצת צמיחה-נתח שוק Grozny גרוזני Große Fuge הפוגה הגדולה Gruban Malić גרובן מאליץ' Gruber Prize for Justice פרס גרובר לצדק Gruff Rhys גריף ריס Gruidae קטגוריה:עגוריים Gruidae תבנית:עגוריים Gruiformes עגוראים Gruiformes קטגוריה:עגוראים Gruinard Island האי גריניארד Grum botnet Grum botnet Grumman גראמן Grumman A-6 Intruder A-6 אינטרודר Grumman C-1 Trader C-1 טריידר Grumman F-11 Tiger F-11 טייגר Grumman F-14 Tomcat F-14 טומקט Grumman F4F Wildcat F4F ויילדקט Grumman F6F Hellcat F-6F הלקט Grumman F9F Panther F9F פאנת'ר Grumman Gulfstream I גראמן גאלפסטרים 1 Grumman Gulfstream II גראמן גאלפסטרים 2 Grumman OV-1 Mohawk OV-1 מוהוק Grumman TBF Avenger TBF אוונג'ר Grumman X-29 X-29 Grundman Stadium אצטדיון גרונדמן Grundtvig's Church כנסיית גרונדטוויג Gruner גרונר Grunerite גרונריט Grunewald גרונוולד Grunewald גרינוולד Gruney גרוניי Grunge גראנג' Grunge קטגוריה:גראנג' Grunge albums קטגוריה:אלבומי גראנג' Grunge musical groups קטגוריה:להקות גראנג' Grunge musicians קטגוריה:מוזיקאי גראנג' Grunge songs קטגוריה:שירי גראנג' Gruntruck גראנטראק Grunwald–Wang theorem משפט גרונוולד-ואנג Grus דטריטי Grus עגור Grus קטגוריה:קבוצת הכוכבים עגור Gruyère cheese גרוייר Gruyères Castle טירת גרוייר Grybów גריבוב Gryf10/sandbox/sandbox פוביה ספציפית Gryllotalpa gryllotalpa ערצב הגינה Gryllotalpidae קטגוריה:ערצביים Gryon גריון Grytviken גריטוויקן Grzegorz Lato גז'גוז' לאטו Grzegorz Nowak גז'גוז' נובאק Grzegorz Rasiak גז'גוז' רסיאק Grzegorz Schetyna גז'גוז' סכטינה Grégory Coupet גרגורי קופה Grévy's zebra זברת גרבי Grêmio Barueri Futebol players קטגוריה:כדורגלני גרמיו בראורי Grêmio Esportivo Brasil managers קטגוריה:מאמני גרמיו Grêmio Foot-Ball Porto Alegrense גרמיו Grêmio Foot-Ball Porto Alegrense players קטגוריה:כדורגלני גרמיו Grímsvötn גרימסווטן Gródek גרודק Grójec גרוייץ Grójec County Błędów בלנדוב Grönwall's inequality הלמה של גרינוול Grüner Veltliner גרינר ולטלינר Grünfeld Defence הגנת גרינפלד Grünhorn גרינהורן Gspaltenhorn גשפאלטנהורן Gstaad גשטאט Gsür גסור Gth664y חסך חושי Guacamole סלט אבוקדו Guadalajara גוודלחרה Guadalcanal גוודלקנל Guadalcanal Campaign קרב גוודלקנל Guadalupe fur seal דוב ים גואדלופה Guadeloupe גוואדלופ Guadeloupe קטגוריה:גוואדלופ Guadeloupe Passage מצר גוואדלופ Guadeloupe Sainte-Rose סנט-רוז Guadeloupe national football team נבחרת גוואדלופ בכדורגל Guadeloupe raccoon דביבון גואדלופ Guadeloupean footballers קטגוריה:כדורגלנים גוואדלופים Guadeloupean people קטגוריה:גוואדלופ: אישים Guadeloupean sportspeople קטגוריה:ספורטאים גוואדלופים Guadiana גוודיאנה Guaibasaurus גואייבסזאורוס Guajira גוואחירה Guam גואם Guam קטגוריה:גואם Guam at the Olympics גואם במשחקים האולימפיים Guam national football team נבחרת גואם בכדורגל Guanabara גואנברה Guanabara Bay מפרץ גואנברה Guanacaste Province גואנאקאסטה Guanaco גואנקו Guanajuato גואנחואטו Guanajuato City גואנחואטו Guanajuato León לאון Guanche קטגוריה:גואנצ'ים Guanche mummies מומיה גואנצ'ית Guanches גואנצ'ים Guangdong גואנגדונג Guangdong קטגוריה:גואנגדונג Guangdong Southern Tigers players קטגוריה:כדורסלני גואנגדונג סאות'רן טייגרס Guangxi גואנגשי Guangzhou גואנגג'ואו Guangzhou Evergrande Taobao F.C. גואנגג'ואו אברגרנדה Guangzhou Evergrande Taobao F.C. players קטגוריה:כדורגלני גואנגג'ואו אברגרנדה Guangzhou International Women's Open אליפות גואנגג'ואו הבינלאומית הפתוחה לנשים Guangzhou R&F F.C. גואנגג'ואו R&F Guanine גואנין Guano גואנו Guano Islands Act גואנו#חוק איי הגואנו Guanosine triphosphate GTP Guantanamo Bay detention camp מתקן המעצר בגואנטנמו Guantánamo גואנטנמו Guantánamo Bay מפרץ גואנטנמו Guaram I of Iberia נסיך איבריה גואראם הראשון Guarana גוארנה Guarani גוארני Guarani language גוארני Guaraná Antarctica גוארנה אנטארקטיקה Guaraní people גוארני Guarapari גוארפארי Guard גארד Guard Corps חיל המשמר Guard Mounting חילופי משמרות Guardhouse ביתן שמירה Guardia de Asalto משמרות ההסתערות Guardian Council מועצת שומרי החוקה Guardians of the Cedars שומרי הארזים Guardians of the Galaxy קטגוריה:שומרי הגלקסיה Guardians of the Galaxy שומרי הגלקסיה Guardians of the Universe שומרי היקום Guardium גארדיום Guards! Guards! שומרים! שומרים! Guarneri גוארנרי Guarneri Quartet רביעיית גוארנרי Guatemala גואטמלה Guatemala קטגוריה:גואטמלה Guatemala City גואטמלה סיטי Guatemala Livingston ליווינגסטון Guatemala at the Olympics גואטמלה במשחקים האולימפיים Guatemala at the Paralympics גואטמלה במשחקים הפאראלימפיים Guatemala national football team נבחרת גואטמלה בכדורגל Guatemala templates קטגוריה:תבניות ניווט - גואטמלה Guatemalan culture קטגוריה:גואטמלה: תרבות Guatemalan footballers קטגוריה:כדורגלנים גואטמלים Guatemalan military personnel קטגוריה:אנשי צבא גואטמלים Guatemalan people קטגוריה:גואטמלים Guatemalan politicians קטגוריה:פוליטיקאים גואטמלים Guatemalan quetzal קצאל Guatemalan sportspeople קטגוריה:ספורטאים גואטמלים Guatimac גואטימאק Guayana Esequiba גיאנה אסקיבה Guayaquil גואיאקיל Guayaquil קטגוריה:גואיאקיל Guayota גואיוטה Guaíra Falls מפלי גוואירה Gubbio גוביו Gucci גוצ'י Gudauta גודאותה Gudauta District גודאותה Gudea גודאה Gudermes גודרמס Gudit יהודית המלכה Gudrun Burwitz גודרון בורוויץ Gudrun Wegner גודרון וגנר Guelders חלרה Guelphs and Ghibellines גואלפים וגיבלינים Guembeul Natural Reserve שמורת הטבע גאמבול Guenon גנון Guercino גוארצ'ינו Guernica גרניקה Guernsey גרנזי Guernsey קטגוריה:גרנזי Guernsey cattle בקר גרנזי Guero Guero Guerrero גררו Guerrilla Girls גרילה גירלז Guerrilla Tarbut גרילה תרבות Guerrilla gardening גינון גרילה Guerrilla organizations קטגוריה:גרילה Guerrilla warfare גרילה Guerrilla warfare קטגוריה:פרטיזנים Guerrillero Heroico תמונתו של צ'ה גווארה Guerschon Yabusele גורשאן יבוסלה Guess 2/3 of the average 2/3 מהממוצע Guess Who's Coming to Dinner נחש מי בא לסעוד Guess Who? נחש מי Guest star כוכב אורח Guetta Blaster Guetta Blaster Gugelhupf קוגלהוף Guggenheim גוגנהיים Guggenheim Fellows קטגוריה:זוכי מלגת גוגנהיים Guggenheim Fellowship מלגת גוגנהיים Guggenheim Museum מוזיאון גוגנהיים Guggenheim Museum Bilbao מוזיאון גוגנהיים בילבאו Guglielmo Marconi גוליילמו מרקוני Guglielmo Nasi גוליילמו נאסי Gugsa of Yejju צ'יף יג'ו גוגסה Guiana Shield גויאנה Guiana Space Centre בסיס החלל האירופי קורו Guiana dolphin דולפין גיאנה Guianan toucanet טוקן גיאני Guide מדריך Guide book מדריך טיולים Guide dog כלב נחייה GuideStar גיידסטאר Guided affective imagery דמיון מודרך Guided bombs קטגוריה:פצצות מונחות Guided bombs of the United States קטגוריה:פצצות מונחות של ארצות הברית Guided missiles by country קטגוריה:טילים לפי מדינה Guided missiles of France קטגוריה:טילים צרפתיים Guided missiles of Iran קטגוריה:טילים איראניים Guided missiles of Israel קטגוריה:טילים ישראליים Guided missiles of the Soviet Union קטגוריה:טילים רוסיים וסובייטיים Guided missiles of the United States קטגוריה:טילים אמריקאיים Guido Buchwald גידו בוכוואלד Guido Cantelli גואידו קאנטלי Guido Fubini גואידו פוביני Guido Reni גווידו רני Guido Westerwelle גידו וסטרוולה Guido of Arezzo גווידו ד'ארצו Guidonia Montecelio גווידוניה מונטצ'ליו Guigemar גיז'מאר Guild גילדה Guild Wars Guild Wars Guild Wars Guild Wars Prophecies Guildhall גילדהול Guildhall School of Music and Drama בית ספר גילדהול למוזיקה ודרמה Guilhermina Suggia גיליירמינה סוז'ה Guilin גווילין Guillain–Barré syndrome תסמונת גייאן-בארה Guillaume גיום Guillaume Apollinaire גיום אפולינר Guillaume Budé גיום בידה Guillaume Depardieu גיום דפארדיה Guillaume Du Fay גיום דופאי Guillaume Hoarau גיום אוארו Guillaume Legrant גיום לגראן Guillaume Musso גיום מוסו Guillaume Tirel גיום טירל Guillaume de Machaut גיום דה מאשו Guillaume de l'Hôpital המרקיז דה לופיטל Guillaume du Bellay גיום די בלה Guillaume-Antoine Olivier גיום אוליבייה Guillermo Amor גיירמו אמור Guillermo Barros Schelotto גיז'רמו בארוס שלוטו Guillermo Israilevich גיז'רמו ישראלביץ' Guillermo Martínez גיירמו מרטינס Guillermo Mordillo מורדילו Guillermo Ochoa גיירמו אוצ'ואה Guillermo Ramírez גיירמו רמירס Guillermo Rosales גיירמו רוסלס Guillermo Stábile גיז'רמו סטאבילה Guillermo Vilas גיז'רמו וילאס Guillermo del Toro גיירמו דל טורו Guillotine גיליוטינה Guilt אשמה Guilt offering קורבן אשם Guilty Guilty Guimet Museum מוזיאון גימה Guinea גינאה Guinea קטגוריה:גינאה Guinea FA.gif קובץ:Guinea FA.gif Guinea at the Olympics גינאה במשחקים האולימפיים Guinea at the Paralympics גינאה במשחקים הפאראלימפיים Guinea baboon בבון ירוק Guinea national football team נבחרת גינאה בכדורגל Guinea pig קביה Guinea turaco טוראקו גיאנה Guinea-Bissau גינאה ביסאו Guinea-Bissau קטגוריה:גינאה ביסאו Guinea-Bissau Civil War מלחמת האזרחים של גינאה ביסאו Guinea-Bissau at the 2012 Summer Paralympics גינאה ביסאו במשחקים הפאראלימפיים Guinea-Bissau at the Olympics גינאה ביסאו במשחקים האולימפיים Guinea-Bissau national football team נבחרת גינאה ביסאו בכדורגל Guineafowl פניניתיים Guinean footballers קטגוריה:כדורגלנים גינאים Guinean franc פרנק גינאי Guinean people קטגוריה:גינאה: אישים Guinevere גווינביר Guinga גינגה Guinness גינס Guinness World Records ספר השיאים של גינס Guitar גיטרה Guitar Heaven: The Greatest Guitar Classics of All Time Guitar Heaven: The Greatest Guitar Classics of All Time Guitar Hero גיטאר הירו Guitar Hero logo.svg תמונה:Guitar Hero logo.svg Guitar Pro Guitar Pro Guitar chord אקורד גיטרה Guitar manufacturing companies קטגוריה:יצרני גיטרות Guitar solo סולו גיטרה Guitarist גיטריסט Guitarists קטגוריה:גיטריסטים Guitarists by nationality קטגוריה:גיטריסטים לפי מוצא Guitars קטגוריה:גיטרה Guizhou גוויג'ואו Guizhou Renhe F.C. players קטגוריה:כדורגלני גוויג'ואו רנה Gujarat גוג'ראט Gujarat קטגוריה:גוג'ראט Gujarati language גוג'ראטית Gujranwala גוג'ראנוואלה Gulabi Gang גולאבי גאנג Gulag גולאג Gulag קטגוריה:גולאג Gulag detainees קטגוריה:אסירי גולאג Gulbenkian Orchestra תזמורת גולבנקיאן Guldbollen כדורגלן השנה בשוודיה Gules גולס Gulet גולט Gulf Air גאלף אייר Gulf Cartel קרטל המפרץ Gulf Coast of the United States חוף המפרץ של ארצות הברית Gulf Cooperation Council מועצת שיתוף הפעולה של מדינות המפרץ Gulf Cooperation Council תבנית:מועצת שיתוף הפעולה של מדינות המפרץ Gulf Cup of Nations גביע המפרץ לאומות Gulf Stream זרם הגולף Gulf War מלחמת המפרץ Gulf War קטגוריה:מלחמת המפרץ Gulf of Aden מפרץ עדן Gulf of Alaska מפרץ אלסקה Gulf of Alexandretta מפרץ איסכנדרון Gulf of Aqaba מפרץ אילת Gulf of Bahrain מפרץ בחריין Gulf of Bothnia המפרץ הבוטני Gulf of California מפרץ קליפורניה Gulf of Carpentaria מפרץ קרפנטאריה Gulf of Corinth מפרץ קורינתוס Gulf of Finland המפרץ הפיני Gulf of Guinea מפרץ גינאה Gulf of Gökova מפרץ גקובה Gulf of Hammamet מפרץ חממת Gulf of Honduras מפרץ הונדורס Gulf of Mexico מפרץ מקסיקו Gulf of Mexico קטגוריה:מפרץ מקסיקו Gulf of Naples מפרץ נאפולי Gulf of Ob מפרץ אוב Gulf of Oman מפרץ עומאן Gulf of Panama מפרץ פנמה Gulf of Patras מפרץ פטרס Gulf of Riga מפרץ ריגה Gulf of Saint Lawrence מפרץ סנט לורנס Gulf of Sidra מפרץ סידרה Gulf of Suez מפרץ סואץ Gulf of Taranto מפרץ טאראנטו Gulf of Thailand מפרץ תאילנד Gulf of Thailand קטגוריה:מפרץ תאילנד Gulf of Tonkin מפרץ טונקין Gulf of Trieste מפרץ טריאסטה Gulf of Venezuela מפרץ ונצואלה Gulf of Venice מפרץ ונציה Gulf rupee רופי המפרץ הפרסי Gulf torpedo חשמלן פרסי Gulfs of Tunisia קטגוריה:תוניסיה: מפרצים Gulfs of the Caribbean Sea קטגוריה:מפרצים בים הקריבי Gulfstream Aerospace גאלפסטרים איירוספייס Gulfstream G200 גאלפסטרים G200 Gulfstream V גאלפסטרים 5 Gull שחפיים Gull-billed tern שחפית מקור-שחף Gulliver's Travels מסעות גוליבר Gulliver's Travels מסעי גוליבר Gulls קטגוריה:שחפיים Gully ערוצון Gulnara Samitova-Galkina גולנארה סאמיטובה Gulou and Zhonglou מגדלי התוף והפעמון Gulripshi District גולריפש Gulu גולו Gulzarilal Nanda גולזרילאל נאנדה Gum arabic גומי ערבי Guma Aguiar גומא אגייאר Gumbo גמבו Gummarus גומרוס Gummi candies קטגוריה:סוכריות גומי Gummi candy סוכריית גומי Gummy bear דובוני גומי Gumpert גומפרט Gumpert Apollo גומפרט אפולו Gums חניכיים Gumuz people גומאזים Gun barrel קנה Gun laying טיווח Gun pod פוד Gun port אשנב תותח Gun rights advocacy groups קטגוריה:ארגונים למען זכויות נשק Gun turret צריח GunZ: The Duel GunZ Gunboat ספינת תותחים Gundam גנדאם Gundi גונדיים Gundoald גונדובלד Gunfight at the O.K. Corral קרב האקדחים באו. קיי. קוראל Gunfighter אקדוחן Gung-ho גאנג-הו Gunichi Mikawa גונאיצ'י מיקווה Gunma Prefecture גונמה Gunn diode דיודת גאן Gunn-Rita Dahle Flesjå גון-ריטה דאלה פלשו Gunnar Aksnes גונאר אקסנס Gunnar Gren גונאר גרן Gunnar Jarring גונאר יארינג Gunnar Larsson גונאר לארסון Gunnar Myrdal גונאר מירדאל Gunnar Nordahl גונאר נורדאהל Gunnar Nordström גונר נורדסטרום Gunnar Sauer גונאר זאוור Gunnar Thoroddsen גונאר תורודסן Gunnison River גניסון Gunny sack שק Gunpowder אבק שרפה Gunpowder Plot מזימת אבק השריפה Guns N' Roses Guns N' Roses Guns for Hands Guns for Hands Gunter Demnig גונטר דמניג Gunther Plaut גונתר פלאוט Gunther Schuller גונתר שולר Guntis Ulmanis גונטיס אולמניס Guntram מלך בורגונדיה גונתרם Gunung Mulu National Park הפארק הלאומי גונונג מולו Guo גואו Guo Guangchang גואו גואנגצ'אנג Guo Shengtong הקיסרית גוו שנגטונג Guoyu דברי המדינות Guppy גופי Gupta גופטה Gupta Empire ממלכת גופטה Gur Aryeh גור אריה Gur Shelef גור שלף Gura Humorului גורה הומורולוי Gurban Gurbanov גורבאן גורבאנוב Gurbanguly Berdimuhamedow גורבנגולי ברדימוחמדוב Gurgenidze גורגנידזה Gurguit Barbtruc גארגויט בארבטרוק Gurgustius גארגאסטיוס Guria גוריה Guria קטגוריה:גוריה Gurian Republic הרפובליקה של גוריה Gurit Kadman גורית קדמן Gurjaani Municipality נפת גורג'אני Gurkha גורקה Gurre-Lieder שירי גורה Gurs internment camp מחנה המעצר גירס Guru גורו Guru Nanak נאנאק Gurwin Kopel קופל גורבין Gus Caesar גאס סיזר Gus Grissom וירג'יל גריסום Gus Johnson גאס ג'ונסון Gus Poyet גוסטבו פוייט Gus Van Sant גאס ואן סנט Gus Van Sant תבנית:סרטי גאס ואן סנט Gus Williams גאס ויליאמס Gush גוש Gush Emunim גוש אמונים Gush Etzion גוש עציון Gush Etzion קטגוריה:גוש עציון Gush Etzion Convoy שיירת העשרה Gush Etzion Elazar אלעזר Gush Etzion Junction צומת גוש עציון Gush Etzion Kedar קדר Gush Etzion Regional Council מועצה אזורית גוש עציון Gush Etzion Regional Council קטגוריה:מועצה אזורית גוש עציון Gush Etzion Regional Council תבנית:מועצה אזורית גוש עציון Gush Etzion Tekoa תקוע Gush Katif גוש קטיף Gush Shalom גוש שלום Gusino גוסינו Gusli גוסלי Gustaf Dalman גוסטב דלמן Gustaf Dalén גוסטב דאלן Gustaf Gründgens גוסטף גרינדגנס Gustaf Jansson גוסטב יאנסון Gustaf Nyholm גוסטב ניהולם Gustaf V of Sweden מלך שוודיה גוסטב החמישי Gustaf VI Adolf of Sweden מלך שוודיה גוסטב השישי אדולף Gustau Biosca גוסטאו ביוסקה Gustav גוסטב Gustav Adolf von Götzen גוסטב אדולף פון גצן Gustav Anton von Wietersheim גוסטב אנטון פון ויטרסהיים Gustav Bauer גוסטב באואר Gustav Bauernfeind גוסטב באוארנפיינד Gustav Becker גוסטב בקר Gustav Bergmann גוסטב ברגמן Gustav Fehn גוסטב פהן Gustav Flatow גוסטב פלאטו Gustav Giemsa גוסטב גימזה Gustav Hofer גוסטב הופר Gustav Holst גוסטב הולסט Gustav Hägglund גוסטב הגלונד Gustav I of Sweden מלך שוודיה גוסטב ואסה Gustav III of Sweden מלך שוודיה גוסטב השלישי Gustav IV Adolf of Sweden מלך שוודיה גוסטב הרביעי אדולף Gustav Kirchhoff גוסטב קירכהוף Gustav Klimt גוסטב קלימט Gustav Landauer גוסטב לנדאואר Gustav Lange גוסטב לאנגה Gustav Leonhardt גוסטב ליאונהארדט Gustav Ludwig Hertz גוסטב הרץ Gustav Mahler גוסטב מאהלר Gustav Meyrink גוסטב מירינק Gustav Mie גוסטב מי Gustav Neumann גוסטב נוימן Gustav Noske גוסטב נוסקה Gustav Richter גוסטב ריכטר Gustav Ritter von Kahr גוסטב פון קאהר Gustav Schröder גוסטב שרדר Gustav Stresemann גוסטב שטרזמן Gustav Strube גוסטב שטרובה Gustav Vigeland גוסטב ויגלאנד Gustav Wagner גוסטב וגנר Gustav-Adolf von Zangen גוסטב-אדולף פון צנגן Gustave גוסטב Gustave Achille Guillaumet גוסטב גילומט Gustave Caillebotte גוסטב קייבוט Gustave Charpentier גוסטב שרפנטייה Gustave Courbet גוסטב קורבה Gustave Doré גוסטב דורה Gustave Eiffel גוסטב אייפל Gustave Flaubert גוסטב פלובר Gustave Frohman גוסטב פרוהמן Gustave Gilbert גוסטב מארק גילברט Gustave Hervé גוסטב הרווה Gustave Lazard גוסטב לאזארד Gustave Le Bon גוסטב לה בון Gustave Moreau גוסטב מורו Gustave Whitehead Number 21 Gustave von Grunebaum גוסטב פון גרונבאום Gustavo Boccoli גוסטבו בוקולי Gustavo Cabral גוסטבו קברל Gustavo Dudamel גוסטאבו דודאמל Gustavo Díaz Ordaz גוסטבו דיאס אורדס Gustavo Girardelli משתמש:Gustavo Girardelli Gustavo Gutiérrez גוסטבו גוטיירס Gustavo Kuerten גוסטבו קוורטן Gustavo Noboa גוסטבו נובואה Gustavo Perednik גוסטבו פרדניק Gustavo Varela גוסטבו וארלה Gustavus Adolphus of Sweden מלך שוודיה גוסטב השני אדולף Gustavus Detlef Hinrichs גוסטבוס דטלף הינריכס Gusuku גוסוקו Gut גוט Gutenberg גוטנברג Gutenberg תבנית:ספר פרויקט גוטנברג Gutenberg Bible תנ"ך גוטנברג Gutenberg author תבנית:סופר פרויקט גוטנברג Guterman גוטרמן Gutfreund גוטפרוינד Guti גוטי Gutian people גותים Gutter פס ביניים Guttman scale סולם גוטמן Guttmann גוטמן Guttorm of Norway מלך נורווגיה גוטורם Guttural עיצורים גרוניים Gutzon Borglum גאטסון בורגלם Guus Hiddink חוס הידינק Guy גאי Guy Azouri גיא עזורי Guy Barnea גיא ברנע Guy Ben-Ner גיא בן-נר Guy Berryman גאי ברימן Guy Bolton גאי בולטון Guy Braunstein גיא בראונשטיין Guy Burgess גאי ברג'ס Guy Béart גי ביאר Guy Chambers גאי צ'יימברס Guy Davidi גיא דוידי Guy Dayan גיא דיין Guy Delisle גי דליל Guy Deutscher גיא דויטשר Guy Fawkes גאי פוקס Guy Fawkes Night ליל גאי פוקס Guy Gabaldon גאי גבלדון Guy Gardner גאי גרדנר Guy Gavriel Kay גאי גבריאל קיי Guy Gibson גאי גיבסון Guy Goodes גיא גודס Guy Haimov גיא חיימוב Guy Hamilton גאי המילטון Guy Hever גיא חבר Guy Laroche גי לרוש Guy Levy גיא לוי Guy Lombardo גאי לומברדו Guy Luzon גיא לוזון Guy Matzkin גיא מצקין Guy Melamed גיא מלמד Guy Mollet גי מולה Guy Montag/project2 דיר יאסין Guy Pearce גאי פירס Guy Pnini גיא פניני Guy Ritchie גאי ריצ'י Guy Rodgers גאי רוג'רס Guy Rolnik גיא רולניק Guy Roux גי רו Guy Savoy גי סאבואה Guy Scott גאי סקוט Guy Sebastian גאי סבסטיאן Guy Sharabi גיא שרעבי Guy Starik גיא סטריק Guy Stroumsa גדליהו סטרומזה Guy Tzarfati גיא צרפתי Guy Tzur גיא צור Guy Zu-Aretz גיא זו-ארץ Guy ad משתמש:Guy ad Guy de Chauliac גי דה שוליאק Guy de Maupassant גי דה מופאסאן Guy of Lusignan גי דה ליזיניאן GuySh משתמש:GuySh Guyana גיאנה Guyana קטגוריה:גיאנה Guyana Georgetown ג'ורג'טאון Guyana Lethem לת'ם Guyana New Amsterdam ניו אמסטרדם Guyana at the Olympics גיאנה במשחקים האולימפיים Guyana national football team נבחרת גיאנה בכדורגל Guyanese people קטגוריה:גיאנים Guyanese politicians קטגוריה:פוליטיקאים גיאנים Guys and Dolls ברנשים וחתיכות Guárico גואריקו Guélor Kanga קאקו גלור קאנגה Guéret גרה Guðjohnsen גודיונסן Guṇa שלוש הגונות Gvar'am גברעם Gvardeysk גברדייסק Gvat גבת Gvulot גבולות Gwangju קוואנגג'ו Gwen Jorgensen גוון ג'ורגנסן Gwen Stacy גוון סטייסי Gwen Stefani גוון סטפאני Gwen Torrence גוון טורנס Gwendolen גוונדולן Gwendoline Christie גוונדלין כריסטי Gwo ka גו-קה Gwynedd גוויניד' Gwynedd קטגוריה:גוויניד' Gwynedd Bangor בנגור Gwyneth Paltrow גווינת' פאלטרו Gyanendra of Nepal מלך נפאל גיינדרה Gyeongju Historic Areas האזורים ההיסטוריים של קיונגג'ו Gyges of Lydia גיגס Gylfi Sigurðsson גילפי סיגורדסון Gylippus גיליפוס Gyllebo Castle טירת גילבו Gyllene Tider יילנה טידר Gylmar dos Santos Neves ז'ילמר Gym חדר כושר Gym Class Heroes ג'ים קלאס הירוז Gym Teacher: The Movie מורה להתעמלות: הסרט Gymnasia Realit הגימנסיה הריאלית Gymnasia Rehavia הגימנסיה העברית רחביה Gymnasium גימנסיה Gymnasium גימנסיון Gymnastics התעמלות Gymnastics קטגוריה:התעמלות Gymnastics at the Summer Olympics התעמלות במשחקים האולימפיים Gymnasts קטגוריה:מתעמלים Gymnema sylvestre ג'ימנמה Gymnesian Islands האיים הגימנסיים Gymnophthalmidae לטאות ממושקפות Gymnosperm חשופי זרע Gymnosperms קטגוריה:חשופי זרע Gynaecologists קטגוריה:גינקולוגים Gynaecology גינקולוגיה Gynaecology קטגוריה:גינקולוגיה Gynecological surgery קטגוריה:גינקולוגיה: פעולות כירורגיות Gynecomastia גינקומסטיה Gyomaendrőd גיומנדרד Gyps נשר Gyps קטגוריה:נשר Gypsophila גיבסנית Gypsum גבס Gyrfalcon בז ארקטי Gyrocompass מצפן גירוסקופי Gyroscope גירוסקופ Gyrotron ג'יירוטרון Gytha Thorkelsdóttir גיתה תורקלסדוטיר Gyula גיולה Gyula Andrássy דיולה אנדראשי Gyula Breyer גיולה ברייר Gyula Gömbös גיולה גמבש Gyula II גיולה Gyula Illyés ג'ולה אייש Gyula Makovetz גיולה מקובץ Gyula Mándi גיולה מאנדי Gyumri גיומרי Gyöngyös ג'נג'ש György Bródy גאורג ברודי György Garics גיורגי גריקס György Kurtág ג'רג' קורטג György Ligeti ג'רג' ליגטי György Lukács ג'רג' לוקאץ' György Spiró ג'רג' שפירו Győr גיור Győr-Moson-Sopron County גיור-מושון-שופרון Győri ETO FC players קטגוריה:כדורגלני גיור Győző Haberfeld גיוזו הברפלד Gzip Gzip GÍ Gøta גטה Gábor Halmai גאבור הולמאי Gábor Király גאבור קיראי Gábor Vona גאבור וונה Gävle יבלה Gävleborg County יבלבורג Gélson Fernandes גלסון פרננדס Gérald Passédat ז'ראלד פאסדה Gérard Blitz ז'ראר בליץ Gérard Brach ז'ראר בראש Gérard Debreu ז'ראר דברה Gérard Depardieu ז'ראר דפארדיה Gérard Houllier ז'ראר הוייה Gérard Leman ז'ראר למאן Gérard Oury ז'ראר אורי Gérard Philipe ז'ראר פיליפ Gérard de Nerval ז'ראר דה נרוואל Gérard de Villiers ז'ראר דה וילייה Gérson ז'רסון Géza Anda גזה אנדה Géza Lakatos גזה לקאטוש Géza Maróczy גזה מארוצי Géza Nagy גזה נאגי Géza Ottlik גזה אוטליק Géza Szőcs גזה סץ' Gëlle Fra אנדרטת הזיכרון "גברת הזהב" Gómez גומז Góra Kalwaria גורה קלוואריה Górnik Zabrze גורניק זאבז'ה Górnik Zabrze players קטגוריה:כדורגלני גורניק זאבז'ה Göbekli Tepe גבקליטפה Gödel Prize פרס גדל Gödel's completeness theorem משפט השלמות של גדל Gödel's incompleteness theorems משפטי האי-שלמות של גדל Gökhan Inler גקהאן אינלר Gökhan Zan גוקהאן זאן Göktürk-1 גקטורק Göktürks גקטורקים Göreme גרמה Göring גרינג Görlitz גרליץ Gösta Stoltz יסטה סטולץ Götaland יטאלנד Götterdämmerung דמדומי האלים Göttingen גטינגן Göttingen קטגוריה:גטינגן Göttingen Seven שביעיית גטינגן Götz גץ Götz Aly גץ עלי Götz Friedrich גץ פרידריך Götz von Berlichingen גץ פון ברליכינגן Gözleme גזלמה Güell גואל Günter Blobel גינתר בלובל Günter Grass גינטר גראס Günter Hermann גינטר הרמן Günter Netzer גינטר נצר Günter Raphael גינתר רפאל Günter Schabowski גינטר שבובסקי Günter Wand גינתר ואנד Günther גאנת'ר Günther Angern גינטר פון אנגרן Günther Blumentritt גינתר בלומנטריט Günther Herbig גינתר הרביג Günther Lütjens גינתר ליטיינס Günther Rall גינטר ראל Günther von Kirchbach גינטר פון קירשבאך Günther von Kluge גינתר פון קלוגה Günzburg family קטגוריה:משפחת גינצבורג Gürcü Hatun גורג'י חאתון Gürzenich Orchestra תזמורת גירצניך Gürzenich Orchestra Cologne תזמורת גירצניך Güstrow גיסטרו Güyük Khan גויוק חאן Gąbin גומבין Għar Dalam אר דאלם Głogów גלוגוב Głogów Małopolski גלוגוב מלופולסקי Głowno גלובנו Gōjū-ryū גוג'ו ריו Gōtoku Sakai גוטוקו סאקאי H H H H#משמעויות נוספות של האות H H I region אזור H I H II region אזור H II H&E stain צביעת המטוקסילין-אאוזין H&H Bagels H&H Bagels H&M H&M H-1 H-1 H-5.jpg קובץ:Hawkeye vol3 5.jpg H-II Transfer Vehicle H-II Transfer Vehicle H-IIB H-II B H-S Precision Pro Series 2000 HTR H-S Precision Pro Series 2000 HTR H. A. Hart ה.ל.א. הארט H. Allen Orr אלן אור H. Asquith הרברט הנרי אסקווית' H. Giger הנס רודי גייגר H. Haldeman בוב הולדמן H. Holmes ה.ה הולמס H. Hunley האנלי H. Leivick ה. לייוויק H. Lovecraft הווארד פיליפס לאבקרפט H. Mencken ה. מנקן H. R. Murray הרולד מארי H. Rider Haggard הנרי ריידר הגרד H. Robbins Landon ה. צ'. רובינס לנדון H. Robert Horvitz רוברט הורביץ H. Stern ה. שטרן H. Wells הרברט ג'ורג' ולס H.264/MPEG-4 AVC H.264 H.B. Halicki.jpg H.B. Halicki.jpg H.D. הילדה דוליטל H01.ahmed/Dave Batista דייב בטיסטה H1nkles/Sandbox2 אולימפיאדת שאמוני H1nkles/sandbox3 אולימפיאדת סקוו ואלי H2O: Just Add Water H2O H92Bot משתמש:H92Bot HAARP HAARP HAL HAL HAL Tejas טג'אס HB Studio HB Studio HBC AIV helperbot5/sandbox ויקיפדיה:בקשות ממפעילים#בקשות חסימה / הסרת חסימה HBO HBO HBO קטגוריה:HBO HBONetwork Shows תבנית:סדרות HBO HBsAg HBsAg HC CSKA Moscow צסק"א מוסקבה HC Dinamo Minsk דינמו מינסק HC Dynamo Moscow דינמו מוסקבה HC Lada Togliatti לאדה טוליאטי HC MVD מועדון ההוקי אם.וה.דה HC Metulla מועדון הוקי מטולה HC Sochi סוצ'י HC Spartak Moscow ספרטק מוסקבה HC Spartak St. Petersburg ספרטק סנקט פטרבורג HC-256 HC-128 HD HD HD 103079 HD 103079 HD 115337 HD 115337 HD 162020 HD 162020 HD 189276 HD 189276 HD 197036 HD 197036 HD 204521 HD 204521 HD 23319 HD 23319 HD 32309 HD 32309 HD 37017 HD 37017 HD 40409 HD 40409 HD 4628 HD 4628 HD 56925 HD 56925 HD 92788 HD 92788 HD 93129A HD 93129A HD 93403 HD 93403 HD DVD HD DVD HDMI HDMI HEC Paris בית הספר הגבוה ללימודי תעשייה וניהול בפריז HER2/neu HER2/neu HESA Azarakhsh אזרח'ש HESA Saeqeh סאעקה HESA Shafaq שפק HESEG Foundation קרן הישג HF HF HFE hereditary haemochromatosis המוכרומטוסיס HG1/Workshop/Stamps קרן קיימת לישראל HGM-25A Titan I טיטן 1 HHhH HHhH למוח של הימלר קוראים היידריך HI היי HIAS היאס HIM HIM HIS324 Qianlong Project צ'יינלונג HIV HIV HIV/AIDS איידס HIV/AIDS קטגוריה:איידס HIV/AIDS denialism הכחשת איידס HIV/AIDS in Africa איידס באפריקה שמדרום לסהרה HIV/AIDS in Brazil איידס בברזיל HIV/AIDS in Senegal איידס בסנגל HIV/AIDS in Thailand איידס בתאילנד HIV/AIDS in Uganda איידס באוגנדה HKK Zrinjski Mostar זרינסקי מוסטר HKK Široki שירוקי HKP 562 forced labor camp מחנה HKP HM Prison Dartmoor כלא דרטמור HMCS Beauharnois אח"י וג'ווד HMCS Hochelaga החייל העברי HMCS Norsyd אח"י הגנה HMCS Orkney אח"י מבטח HMCS Strathadam אח"י משגב HMG-CoA reductase HMG-CoA רדוקטז HMNB Portsmouth בסיס הצי המלכותי בפורטסמות' HMS Acasta אה"מ אייקסטה HMS Africa אה"מ אפריקה HMS Beagle אה"מ ביגל HMS Belfast אה"מ בלפסט HMS Belvidera אה"מ בלווידרה HMS Benbow אה"מ בנבאו HMS Birkenhead אה"מ בירקנהד HMS Cyane אה"מ סייאן HMS Dreadnought אה"מ דרדנוט HMS Edinburgh אה"מ אדינבורו HMS Endeavour אה"מ אנדוור HMS Enterprise אה"מ אנטרפרייז HMS Erebus אה"מ ארבוס HMS Fearless אה"מ פירלס HMS Frolic אה"מ פרוליק HMS Gorgon אה"מ גורגון HMS Guerriere אה"מ גרייר HMS Hermes אה"מ הרמס HMS Hermione אה"מ הרמיוני HMS Hood אה"מ הוד HMS Intrepid אה"מ אינטרפיד HMS Invincible אה"מ אינווינסיבל HMS Java אה"מ ג'אווה HMS Leander אה"מ ליאנדר HMS Levant אה"מ לבנט HMS Macedonian אה"מ מסידוניין HMS Marie Antoinette אה"מ מארי אנטואנט HMS Mendip איברהים אל-אוול HMS Orford אה"מ אורפורד HMS Pandora אה"מ פנדורה HMS Phoenix אה"מ פיניקס HMS Poseidon אה"מ פוסידון HMS Powerful אה"מ פאוורפול HMS Prince of Wales אה"מ פרינס אוף ויילס HMS Princess Charlotte אה"מ פרינסס שארלוט HMS Racehorse אה"מ רייסהורס HMS Revenge אה"מ ריוונג' HMS Rodney אה"מ רודני HMS Sandwich אה"מ סנדוויץ' HMS Sanguine אח"י רהב HMS Springer אח"י תנין HMS Terror אה"מ טרור HMS Thunderer אה"מ ת'נדרר HMS Truncheon אח"י דולפין HMS Turpin אח"י לויתן HMS Ulysses הסיירת יוליסס HMS Vanguard אה"מ ואנגארד HMS Victory אה"מ ויקטורי HMS Wager אה"מ וייג'ר HMS Waterloo אה"מ בלרופון HMS Zealous אח"י אילת HMS Zodiac אח"י יפו HMT Dunera פרשת האונייה דונירה HMY Britannia היאכטה המלכותית בריטניה HNK Hajduk Split היידוק ספליט HNK Hajduk Split managers קטגוריה:מאמני היידוק ספליט HNK Hajduk Split players קטגוריה:כדורגלני היידוק ספליט HNK Rijeka רייקה HNK Rijeka players קטגוריה:כדורגלני רייקה HOP! הופ! HOT Zone HOT Zone HOTOL HOTOL HP Indigo Division HP Indigo HP Integrated Lights-Out HP iLo HP LoadRunner LoadRunner HP OpenView OpenView Internet Services HP-65 HP-65 HR HR HR 244 HR 244 HSBC HSBC HSBC Arena HSBC ארנה HSBC Building הבניין הראשי של HSBC HSG Wetzlar HSG וצלאר HSV Hamburg המבורג HTC HTC HTC Evo 3D HTC Evo 3D HTC Flyer HTC Flyer HTC One HTC One HTC One HTC One M8 HTC Sensation HTC Sensation HTML HTML HTML קטגוריה:HTML HTML5 HTML5 HTTP 303 HTTP 303 HTTP 403 שגיאה 403 HTTP 404 שגיאה 404 HTTP 451 שגיאה 451 HTTP cookie עוגייה HTTP referer Referer HTTP/2 HTTP/2 HTTPS HTTP Secure Ha Jin הא ג'ין Ha'Nephilim הנפילים Ha'Or Ve'HaTzel האור והצל Ha'Or m'Zion האור מציון Ha'argaz הארגז Ha'ir העיר Ha-Chaim Ze Lo Hacol החיים זה לא הכל Ha-Comedy Store הקומדי סטור Ha-Melitz המליץ Ha-Tsefirah הצפירה Ha-Yom היום Ha98574 User:Ha98574 HaAh HaGadol האח הגדול HaAh HaGadol 1 האח הגדול עונה 1 HaAh HaGadol 2 האח הגדול עונה 2 HaAh HaGadol 3 האח הגדול עונה 3 HaAh HaGadol 4 האח הגדול HaAh HaGadol 5 האח הגדול HaAh HaGadol 6 האח הגדול עונה 6 HaAh HaGadol 7 האח הגדול עונה 7 HaAh HaGadol VIP 1 האח הגדול עונה 1 VIP HaAh HaGadol VIP 2 האח הגדול עונה 2 VIP HaAliya HaShniya Garden גן העלייה השנייה HaArba'a Street רחוב הארבעה HaArgazim שכונת הארגזים HaAyin HaShevi'it העין השביעית HaBayit HaLeumi הבית הלאומי HaBesor Stream נחל הבשור HaBigbagim הביגבגים HaBoker הבקר HaBonim הבונים HaBonim disaster אסון הבונים HaClique הקליק HaDavar HaGadol HaBa הדבר הגדול הבא HaDerekh LeEin Harod הדרך לעין חרוד HaDugmaniot הדוגמניות HaEmek Medical Center מרכז רפואי העמק HaGalil Online הגליל און-ליין HaGashash HaHiver הגשש החיוור HaGoshrim הגושרים HaHotrim החותרים HaKfar HaYarok הכפר הירוק HaKiriya Arena אולם הקריה HaKirya הקריה HaKokhav HaBa הכוכב הבא לאירוויזיון HaMa'apil המעפיל HaMagen ארגון המגן HaMahanot HaOlim המחנות העולים HaMakhtesh HaGadol המכתש הגדול HaMakhtesh HaKatan המכתש הקטן HaMakhtesh Stadium אצטדיון המכתש HaMasger Street רחוב המסגר HaMashkif המשקיף HaMehona Shel HaGruv המכונה של הגרוב HaMerkaz HaHakla'i המרכז החקלאי HaMerotz LaMillion המירוץ למיליון HaMerotz LaMillion 2 המירוץ למיליון HaMidrasha המדרשה HaMis'ada HaGdola המסעדה הגדולה HaMishtala המשתלה HaMisrad המשרד HaMoked המוקד להגנת הפרט HaMoshava Stadium אצטדיון המושבה HaNephesh Theater תיאטרון הנפש HaNoar HaOved VeHaLomed הנוער העובד והלומד HaNoar HaTzioni הנוער הציוני HaOgen העוגן HaOlam HaZeh העולם הזה HaOn האון HaOved HaTzioni העובד הציוני HaPijamot הפיג'מות HaPijamot טדי יזמות והפקות HaShalom Stadium אצטדיון השלום HaSharon Junction צומת השרון HaSharon Park פארק השרון HaSheket SheNish'ar השקט שנשאר HaShidur HaMefutzal המסך המפוצל HaShir Shelanu השיר שלנו HaShminiya השמיניה HaSolelim הסוללים HaTzofe הצופה HaYarkon 96 הירקון 96 HaYarkon Street רחוב הירקון HaYehudim היהודים HaYisraelim הישראלים HaYogev היוגב HaZor'im הזורעים HaZore'a הזורע HaZvi הצבי Haa Alif Atoll אטול הא אליף Haa Dhaalu Atoll אטול הא דאלו Haakon Ericsson הוקון אריקסון Haakon II of Norway מלך נורווגיה הוקון השני Haakon III of Norway מלך נורווגיה הוקון השלישי Haakon IV of Norway מלך נורווגיה הוקון הרביעי Haakon Magnusson of Norway הוקון מגנוססון Haakon Sigurdsson הוקון זיגרודסון Haakon V of Norway מלך נורווגיה הוקון החמישי Haakon VI of Norway מלך נורווגיה הוקון השישי Haakon VII of Norway מלך נורווגיה הוקון השביעי Haakon the Good מלך נורווגיה הוקון הראשון Haakon the Young הוקון הצעיר Haar measure מידת האר Haaretz הארץ Haaretz קטגוריה:הארץ Haaretz Group קטגוריה:קבוצת הארץ Haaretz people קטגוריה:סגל הארץ Haarlem הארלם Haas האס Haast's eagle עיט האסטי Haavara העברה Haavara Agreement הסכם העברה Haazinu פרשת האזינו Habakkuk חבקוק Habanera הבנרה Habanot Nechama הבנות נחמה Habash חבש Habbani Jews יהדות חבאן Habbaniyah חבניה Habeas corpus הביאס קורפוס Habemus Papam הבמוס פאפאם Haber הבר Haber process תהליך הבר-בוש Haberfeld הברפלד Haberfeld Stadium אצטדיון הברפלד Habesh Eyalet מלחמת טורקיה-אתיופיה Habesha kemis חבשה קמיס Habesha people חבשים Habesha peoples קטגוריה:חבשים Habib Bourguiba חביב בורגיבה Habib Elghanian חביב אלקניאן Habib Essid אל-חביב א-סיד Habib Hassan Touma חביב תומא Habib Levy חביב לוי Habib el-Adly חביב אל-עאדלי Habiba Msika חביבה מסיכה Habibi Yah Habibi חביבי יה חביבי Habiluim הבילויים Habima Square כיכר התזמורת ע"ש ליאונרד ברנשטיין Habima Theatre הבימה Habiru חבירו Habis al-Majali חאבס אל-מג'אלי Habit הביטוס Habit and impulse disorders קטגוריה:הפרעות של הרגלים ושל דחפים Habitat בית גידול Habitat 67 הביטאט 67' Habituation הביטואציה Habitus הביטוס Hableh חבלה Habomai Islands איי הבומיי Habonim Dror הבונים דרור Habsburg Monarchy ממלכת הבסבורג Habsburg Spain ספרד ההבסבורגית Habshan–Fujairah oil pipeline צינור הנפט חבשן-פוג'יירה Habte Giyorgis Dinagde הבטה גיורגיס Hachi: A Dog's Tale האצ'יקו Hachikō האצ'יקו Hachirōgata אגם האצ'ירו Hachmei Provence חכמי פרובנס Hacilar הג'ילר Hack-a-Shaq האק-א-שאק Hackathon האקאתון Hacker האקר Hacker-Pschorr Brewery האקר-פשור Hackett האקט Hackle נוצת מצנפת Hackney Marshes ביצות האקני Hacktivism האקטיביזם Hacı I Giray האג'י גיראי הראשון Had Nes חד נס Hadad הדד Hadad the Edomite הדד האדומי Hadadezer בן-הדד השני Hadag Nahash הדג נחש Hadag Nahash albums קטגוריה:אלבומי הדג נחש Hadal zone האזור ההאדלי Hadamard space מרחב Hadamard transform שער הדמר Hadar הדר Hadar Am הדר עם Hadar HaCarmel הדר הכרמל Hadar Yosef הדר יוסף Hadas Yaron הדס ירון Hadash החזית הדמוקרטית לשלום ולשוויון Hadash politicians קטגוריה:פעילי חד"ש Hadashot חדשות Hadashot 10 חדשות 10 Hadass הדס#ההדס בארבעת המינים Hadassa Ben-Itto הדסה בן-עתו Hadassah הדסה Hadassah Academic College מכללה אקדמית הדסה ירושלים Hadassah Medical Center מרכז רפואי הדסה Hadassah Women's Zionist Organization of America ההסתדרות הציונית הדסה Hadassah medical convoy massacre שיירת הדסה Haddad חדאד Haddaway Haddaway Hadean האדן Hadera חדרה Hadera קטגוריה:חדרה Hadera Stream נחל חדרה Hadera West Railway Station תחנת הרכבת חדרה מערב Hadera bus station suicide bombing הפיגוע בתחנה מרכזית חדרה Hades האדס Hadhramaut Governorate חצרמוות Hadiach הדיאץ' Hadid חדיד Hadith חדית' Hadith of the pond of Khumm ע'דיר ח'ם Hadiya Sultanate ממלכת האדייה Hadleigh Castle טירת האדלי Hadoram Shirihai הדורם שיריחי Hadorbanim הדורבנים Hadrian אדריאנוס Hadrian's Villa וילה אדריאנה Hadrian's Wall חומת אדריאנוס Hadron האדרון Hadrons קטגוריה:האדרונים Hadrosaurid הדרוזאוריים Hadrosaurs קטגוריה:הדרוזאוריים Hadrut Region הדרוט Hadseys/Editing/Links עזרה:קישורים Hadseys/Formatting/Formulae עזרה:נוסחאות Hadseys/Referencing/Links עזרה:קישורים Hadza people הדזה Hadès האדס Haeinsa מקדש האינסה Haematopodidae קטגוריה:שלצדפיים Haemolytic anaemias קטגוריה:אנמיות המוליטיות Haemophilia המופיליה Haemophilia in European royalty מלכת הממלכה המאוחדת#"המחלה המלכותית" ויקטוריה Haemorrhagic and haematological disorders of fetus and newborn קטגוריה:הפרעות מדממות והפרעות בדם של העובר והיילוד Haenyeo האניו Hafele–Keating experiment ניסוי הייפלי-קיטינג Hafetz Haim חפץ חיים Hafez חאפז Hafez Makhlouf חאפז מח'לוף Hafez al-Assad חאפז אל-אסד Hafnarfjörður הפנרפיירדיר Hafner–Sarnak–McCurley constant קבוע הפנר-סרנק-מקורלי Hafnium הפניום Hafnium(IV) oxide תחמוצת הפניום Hafnon הפנון Hafrada מדיניות ההפרדה Haftarah הפטרה Hagada Hasmalit הגדה השמאלית Hagai Amir חגי עמיר Hagai Levi חגי לוי Hagai Meirom חגי מירום Hagai Shaham חגי שחם Hagai Zamir חגי זמיר Hagakure הגאקורה Hagalah הגעלת כלים Haganah ההגנה Haganah קטגוריה:ההגנה Haganah members קטגוריה:לוחמי ההגנה Haganah units קטגוריה:יחידות ההגנה Hagar הגר Hagar Finer הגר פיינר Hagar Yanai הגר ינאי Hagarism הגריזם: היווצרות העולם האסלאמי Hagay Goldenberg חגי גולדנברג Hagen האגן Hagen האגן איש טרונג Hagen Kleinert קלינרט האגן Hagenbach-Bischoff system חוק בדר-עופר Hagen–Poiseuille equation משוואת האגן-פואזיי Hager Fikir Theatre תיאטרון האגר פיקר Haggadah הגדה של פסח Haggadah of Pesach קטגוריה:הגדות של פסח Haggai חגי Haggai Erlich חגי ארליך Haggai Hoberman חגי הוברמן Haggar הגר Haggard Haggard Haggerty הגרטי Haggis האגיס Haggith חגית Haghpat הארפאט Hagia Sophia איה סופיה Hagiga B'Snuker חגיגה בסנוקר Hagigah מסכת חגיגה Hagiography הגיוגרפיה Hagios Demetrios כנסיית האגיוס דמטריוס Hagit Attiya חגית עטיה Hagit Shahal חגית שחל Hagit Yaso חגית יאסו Haglaz הגלז Hagley Park פארק הגלי Haglund הגלונד Hagor חגור Hague Congress קונגרס האג Hague Convention אמנת האג Hague Convention for the Protection of Cultural Property in the Event of Armed Conflict אמנת האג להגנת נכסי תרבות בעת עימות מזוין Hague Convention on the Civil Aspects of International Child Abduction האמנה בדבר ההיבטים האזרחיים של חטיפה בינלאומית של ילדים Hague Conventions of 1899 and 1907 אמנות האג Hague School אסכולת האג Haguenau אגנו Haham hanuka משתמש:חכם חנוכה Hahamishia Hakamerit החמישיה הקאמרית Hahn–Banach theorem משפט האן-בנך Hahoe Folk Village ההואה Hai Gaon רב האי גאון Haidamaka היידמקים Haidar Abdel-Shafi חיידר עבד א-שאפי Haidari concentration camp חיידרי Haider al-Abadi חיידר אל-עבאדי Haidinger's brush מברשת היידינגר Haifa חיפה Haifa קטגוריה:חיפה Haifa Airport נמל התעופה חיפה Haifa Bat Galim Central Bus Station מרכזית בת גלים Haifa Bat Galim Railway Station תחנת הרכבת חיפה בת גלים Haifa Bay מפרץ חיפה Haifa Bay Central Bus Station מרכזית המפרץ Haifa Center HaShmona Railway Station תחנת הרכבת חיפה מרכז - השמונה Haifa Center for Law & Technology המרכז למשפט וטכנולוגיה Haifa Chemicals חיפה כימיקלים Haifa Cinematheque סינמטק חיפה Haifa Declaration הצהרת חיפה Haifa Denia דניה Haifa District מחוז חיפה Haifa District קטגוריה:מחוז חיפה Haifa District תבנית:מחוז חיפה Haifa German Colony המושבה הגרמנית Haifa Hawks הוקס חיפה Haifa International Film Festival פסטיבל הסרטים הבינלאומי חיפה Haifa Kiryat Eliezer מערב חיפה#קריית אליעזר Haifa Kiryat Shmuel קריית שמואל Haifa Law Review דין ודברים Haifa Matam פארק מתם Haifa Museum of Art מוזיאון חיפה לאמנות Haifa Neve Sha'anan נווה שאנן Haifa Oil Refinery massacre טבח בתי הזיקוק Haifa St. Elijah Cathedral קתדרלת אליהו הנביא Haifa Street רחוב חיפה Haifa Theatre תיאטרון חיפה Haifa Underdogs חיפה אנדרדוגס Haifa Wehbe הייפא והבי Haifa Yajur יאג'ור Haifa bus 16 suicide bombing הפיגוע בקו 16 Haifa bus 37 suicide bombing הפיגוע בקו 37 Haifa derby הדרבי של חיפה Haifaa al-Mansour הייפאא אל-מנסור Haig הייג Haik חייק Haika Grossman חייקה גרוסמן Haiku האיקו Hail ברד Hail Grenada המנון גרנדה Hail Mary אווה מריה Hail to the Thief Hail to the Thief Hail! Liberia All Hail המנון ליבריה Haile Gebrselassie היילה גבריסלאסי Haile Selassie קיסר אתיופיה היילה סלאסי HaileSelassieLive/bio היסטוריה של הביולוגיה Hailee Steinfeld היילי סטיינפלד Hailemariam Desalegn היילמריאם דסלן Haim Aharon Valero חיים ולירו Haim Alexander חיים אלכסנדר Haim Amsalem חיים אמסלם Haim Ariav חיים אריאב Haim Arlosoroff חיים ארלוזורוב Haim Aviv חיים אביב Haim Bar חיים בר Haim Bar-Lev חיים בר-לב Haim Be'er חיים באר Haim Ben-Asher חיים בן אשר Haim Ben-David חיים בן-דוד Haim Berman משתמש:חיים ברמן Haim Bibas חיים ביבס Haim Boger חיים בוגר Haim Bogris משתמש:Haim Bogris Haim Cohen-Meguri חיים כהן-מגורי Haim Cohn חיים כהן Haim Corfu חיים קורפו Haim Dayan חיים דיין Haim Drukman חיים דרוקמן Haim Ernst Wertheimer חיים ארנסט ורטהיימר Haim Farhi חיים פרחי Haim Goldberg חיים גולדברג Haim Gouri חיים גורי Haim Gvati חיים גבתי Haim Hanani חיים חנני Haim Harari חיים הררי Haim Hazaz חיים הזז Haim Hefer חיים חפר Haim Jelin חיים ילין Haim Katz חיים כץ Haim Kaufman חיים קופמן Haim Koren חיים קורן Haim Landau חיים לנדאו Haim Laskov חיים לסקוב Haim Lensky חיים לנסקי Haim Levin חיים לוין Haim Malka חיים מלכה Haim Megrelashvili חיים מגרלשוילי Haim Moshe חיים משה Haim Moussa Douek חיים דוויך Haim Nathan Dembitzer חיים נתן דמביצר Haim Oron חיים אורון Haim Palachi חיים פלאג'י Haim Ramon חיים רמון Haim Revivo חיים רביבו Haim Saban חיים סבן Haim Sabato חיים סבתו Haim Shirman חיים שירמן Haim Silvas חיים סילבס Haim Steinbach חיים סטיינבך Haim Tavori חיים תבורי Haim Yavin חיים יבין Haim Yehuda חיים יהודה Haim Yisraeli חיים ישראלי Haim Yosef Zadok חיים יוסף צדוק Haim Zafrani חיים זעפרני Haim-Moshe Shapira חיים משה שפירא Haimovich חיימוביץ' Hain Celestial Group היין סלסטיאל גרופ Hainan האינאן Hainan Airlines האינאן איירליינס Hainan black crested gibbon גיבון האינאן Hainaut אנו Haing Ngor היינג נגור Hair Hair Hair קטגוריה:שיער Hair שיער Hair analysis בדיקת שיער Hair cell תא שערה Hair color קטגוריה:צבעי שיער Hair coloring צביעת שיער Hair colors תבנית:צבעי שיער Hair conditioner מרכך שיער Hair dryer מייבש שיער Hair follicle זקיק שיער Hair loss קרחת Hair removal הסרת שיער Hair removal קטגוריה:הסרת שיער Hair spray תרסיס לשיער Hair straightening החלקת שיער Hair transplantation השתלת שיער Hair washing חפיפת שיער Hairbrush מברשת שיער Hairpin סיכת ראש Hairposter.jpg קובץ:Hairposter.gif Hairspray היירספריי Hairspray תבנית:היירספריי Hairstyle תסרוקת Hairstyles קטגוריה:תספורות ותסרוקות Hairy long-nosed armadillo ארמדיל ארוך-אף שעיר Hairy-fronted muntjac מונטיאק שחור Hairy-legged vampire bat ערפד שעיר רגליים Hairy-nosed otter לוטרה שעירת אף Haisyn האיסין Haiti האיטי Haiti קטגוריה:האיטי Haiti at the Olympics האיטי במשחקים האולימפיים Haiti at the Paralympics האיטי במשחקים הפאראלימפיים Haiti national football team נבחרת האיטי בכדורגל Haiti national football team navigational boxes קטגוריה:סגלי נבחרת האיטי בכדורגל Haiti squad Copa América Centenario תבנית:נבחרת האיטי בקופה אמריקה 2016 Haiti templates קטגוריה:תבניות ניווט - האיטי Haitian Creole קריאולית האיטית Haitian Revolution מרד העבדים בהאיטי Haitian Vodou בובת וודו Haitian culture קטגוריה:האיטי: תרבות Haitian footballers קטגוריה:כדורגלנים האיטים Haitian people קטגוריה:האיטים Haitian politicians קטגוריה:פוליטיקאים בהאיטי Haitian sportspeople קטגוריה:ספורטאים האיטים Haiti–Israel relations יחסי האיטי-ישראל Haivrit העברית Hajduk היידוק Hajdú-Bihar County היידו-ביהר Hajdúböszörmény היידובסרמני Hajdúdorog היידודורוג Hajdúnánás היידוננש Hajdúszoboszló היידוסובוסלו Haji Bakr חאג' באכר Haji Bektash Veli חג'י בקטש ולי Hajj חג' Hajjah חג'ה Hajjah Governorate חג'ה Hajjaj חג'ג' Hajnówka היינווקה Hajo Meyer האיו מאייר Haka האקה Hakafot הקפות Hakan Balta הקאן בלטה Hakan Fidan הקאן פידאן Hakan Yakin הקאן יאקין Hakan Çalhanoğlu הקאן צ'להאנולו Hakan Şükür הקאן שוקור Hakeem Olajuwon האקים אולאג'ואן Hakeem.gadi/Arabic alphabet תבנית:אלפבית ערבי Haken הייקן Haketia חכיתיה Hakham חכם Hakham Bashi חכם באשי Hakhshara הכשרה Hakim חכים Hakimullah Mehsud חכימוללה מחסוד Hakka people האקה Hakkâri Province האקארי Hakkō ichiu האקו איצ'יו Hakoah Amidar Ramat Gan F.C. הכח עמידר רמת גן Hakoah Maccabi Amidar Ramat Gan F.C. players קטגוריה:כדורגלני הכח עמידר רמת גן Hakoah Maccabi Ramat Gan F.C. players קטגוריה:כדורגלני הכח רמת גן Hakoah Vienna הכח וינה Hakoah sport clubs קטגוריה:הכח Hakol Over Habibi הכל עובר חביבי Hakol Ze Letova הכל זה לטובה Hakone Open-Air Museum המוזיאון הפתוח בהאקונה Hakuna Matata האקונה מטטה Hakuna matata האקונה מטטה Hal Clement האל קלמנט Hal David האל דייוויד Hal Finney האל פיני Hal Greer האל גריר Hal Hartley האל הרטלי Hal Holbrook האל הולברוק Hal Jordan האל ג'ורדן Hal Linden האל לינדן Hal Moore הרולד מור Hal Robson-Kanu האל רובסון-קאנו Hal Sparks האל ספרקס Hal Wallis האל ווליס Hala'ib Triangle משולש חלאיב Halabja חלבג'ה Halacha Yomis מפעל לימוד משנה יומית והלכה יומית Halachic state מדינת הלכה Halachot Gedolot הלכות גדולות Halaf culture תרבות חלף Halafta רבי חלפתא Halakha הלכה Halakhic Midrashim קטגוריה:מדרשי הלכה Halal חלאל Halamish חלמיש Halayla הלילה Halbach array מערך האלבך Halberd האלברד Halberstadt הלברשטאט Halberstam הלברשטאם Haldane effect אפקט הלדיין Hale הייל Halestorm Halestorm Halet Efendi חאלט אפנדי Halevi הלוי Haley היילי Haley Anderson היילי אנדרסון Haley Cope היילי קופ Haley Joel Osment היילי ג'ואל אוסמנט Half Baked חברים בכל מחיר Half marathon חצי מרתון Half-Life Half-Life Half-Life קטגוריה:Half-Life Half-Life 2 Half-Life 2 Half-Life 2: Deathmatch Half-Life 2: Deathmatch Half-Life 2: Episode One Half-Life 2: Episode One Half-Life 2: Episode Two Half-Life 2: Episode Two Half-Life 2: Lost Coast Half-Life 2: Lost Coast Half-Life series תבנית:Half-Life Half-Life: Blue Shift Half-Life: Blue Shift Half-Life: Opposing Force Half-Life: Opposing Force Half-arch חצי קשת Half-elven אלף Half-life מחצית חיים Half-mast דגל בחצי התורן Half-space חצי מרחב Half-track זחל"ם Halfelven Ranger/Lich rewrite draft ליץ' Halford Mackinder הלפורד מקינדר Halguane חלגור'אן Halhul חלחול Haliaeetus קטגוריה:עיטם Halicarnassus בודרום#הליקרנסוס Halictidae הליקטיתיים Halide הליד Halidecyphon/Post-fordism פוסט-פורדיזם Halifax הליפקס Halifax Explosion פיצוץ הליפקס Halil Berktay חליל ברקטאי Halil Mutlu חליל מוטלו Halil-Salim Jabara חליל-סלים ג'בארה Halilović חלילוביץ' Halimi חלימי Halina Birenbaum הלינה בירנבאום Halit Ergenç האליט ארגנץ' Halite הליט Halitherses הלתרסס Halitosis באשת Haliva חלוז' Halizah חליצה Halkett boat סירת הלקיט Hall מבואה Hall & Oates Hall & Oates Hall Aleksandar Nikolić היכל פיוניר Hall church כנסיית אולם Hall effect אפקט הול Hall effect sensor חיישן אפקט הול Hall of Hewn Stones לשכת הגזית Hall of Names היכל השמות Hall of fame היכל התהילה Hall's marriage theorem משפט החתונה Hallah מסכת חלה Halland County הלנד Halldór Laxness הלדור לכסנס Halldór Ásgrímsson הלדור אסגרימסון Halle האלה Halle Berry האלי ברי Hallein האליין Hallel קריאת ההלל Hallelujah Hallelujah Hallelujah הללויה Halley Research Station תחנת מחקר היילי Halley's Comet שביט היילי Hallgrímskirkja כנסיית הדלגרים Halliwick הליוויק Hallmark Channel הולמרק Halloumi חלומי Halloween ליל המסכות Halloween ליל כל הקדושים Halloween Massacre טבח ליל כל הקדושים Halloween series תבנית:ליל המסכות Halls of fame קטגוריה:היכלי תהילה Hallstatt האלשטאט Hallstatt culture תרבות האלשטאט Hallstein Doctrine דוקטרינת הלשטיין Hallstätter See אגם האלשטאט Hallucination הזיה Hallucinogen הלוצינוגן Hallucinogen סיימון פוספורד Hallur Hansson האלור האנסון Hallux בוהן Halmeu הלמו Halmstad האלמסטד Halmstads BK players קטגוריה:כדורגלני האלמסטאד Halo Halo Halo הילה Halo 3: ODST Halo 3: ODST Halo effect אפקט ההילה Haloalkane הלואלקאן Halochromism הלוכרומיזם Halogen הלוגן Halogenation הלוגנציה Halogens קטגוריה:הלוגנים Halomethane הלומתאן Haloperidol הלופרידול Halophile האלופילים Haloragaceae אלף העלה Haloragaceae קטגוריה:אלף העלה Haloxylon persicum עציון פרסי Halper הלפר Halperin הלפרין Halsey הלסי Halshany הלשאני Halsten Stenkilsson מלך שוודיה אלסטן סטנקילסון Halt and Catch Fire קוד שרוף Halting problem בעיית העצירה Haluk Akakçe הלוק אקקצ'ה Halukka החלוקה Halutz חלוץ Haluza חלוצה Halva חלווה Halych האליץ' Halys האליס Ham חם בן נח Ham שינקן Hama חמה Hama Governorate חמאת Hamad Abu Rabia חמאד אבו רביעה Hamad Amar חמד עמאר Hamad Ganayem חאמד גנאים Hamad International Airport נמל התעופה הבינלאומי חמד Hamad Khalaily חמד חלאילה Hamad Town חמד Hamad bin Isa Al Khalifa חמד בן עיסא אאל ח'ליפה Hamad bin Khalifa Al Thani חמד בן ח'ליפה אאל ת'אני Hamad bin Mohammed Al Sharqi חמד בן מוחמד אל-שרקי Hamadan המדאן Hamadan Province המדאן Hamadan Province קטגוריה:המדאן Hamadan Stone Lion אריה האבן של המדאן Hamadia חמדיה Hamadryas baboon בבון מצרים Hamakor המקור Hamal המל Hamam חמאם Haman המן Haman המן האגגי Hamani Diori המאני דיורי Hamantash אוזן המן Hamartia מעשה מביש Hamas חמאס Hamas קטגוריה:חמאס Hamas Covenant אמנת חמאס Hamas members קטגוריה:פעילי חמאס Hamas of Iraq ארגון חמאס העיראקי Hamashbir Lazarchan המשביר לצרכן Hamasien חמסיאן Hamastan חמאסטן Hamat Gader חמת גדר Hamat Tiberias חמת טבריה Hamber Provincial Park הפארק הפרובינציאלי האמבר Hamburg המבורג Hamburg קטגוריה:המבורג Hamburg Airport נמל התעופה המבורג פולסביטל Hamburg Altona אלטונה Hamburg Hauptbahnhof המבורג האופטבאנהוף Hamburg International המבורג אינטרנשיונל Hamburg Museum המוזיאון לתולדות המבורג Hamburg St. Nicholas' Church כנסיית ניקולאי הקדוש Hamburg St. Peter's Church מוזיאון המבורג Hamburg State Opera האופרה הממלכתית של המבורג Hamburg Temple ההיכל בהמבורג Hamburg Temple disputes ריב ההיכל Hamburg temple model מודל בית המקדש במוזיאון המבורג Hamburger המבורגר Hamburger Bahnhof המבורגר באנהוף Hamburger SV המבורג Hamburger SV logo.svg קובץ:Hamburger sv.gif Hamburger SV managers קטגוריה:מאמני המבורג Hamburger SV players קטגוריה:כדורגלני המבורג Hamburger Symphoniker התזמורת הסימפונית של המבורג Hamdan חמדאן Hamdeen Sabahi חמדין סבאחי Hamdi Harbaoui חמדי חרבאווי Hamdi Salihi חמדי סליחי Hamdi al-Pachachi חמדי אל-פאצ'צ'י Hamdon חמדון Hameau de la Reine כפר המלכה Hamed Abu Daabas חמאד אבו דעאבס Hamed Haddadi חאמד חדאדי Hamelin המלין Hamerkop טגואן Hamhung המהונג Hamid Karzai חאמיד כרזאי Hamida Djandoubi חמידה ג'נדובי Hamilcar חמילקרת Hamilcar Barca חמילקרת ברקה Hamilcar I of Carthage חמילקרת מאגו Hamilton המילטון Hamilton Alexander Rosskeen Gibb המילטון א.ר. גיב Hamilton County מחוז המילטון Hamilton Fish המילטון פיש Hamilton Harty המילטון הארטי Hamilton's principle המילטוניאן Hamiltonian path מסלול המילטוני Hamit Altıntop חמיט אלטינטופ Hamlet המלט Hamlet כפר#כפר מסורתי וכפריר Hamlet קטגוריה:המלט Hamlin המלין Hamm האם Hammarby Fotboll players קטגוריה:כדורגלני האמרבי Hammelburg המלבורג Hammer פטיש Hammer and sickle הפטיש והמגל Hammer of God Hammer of Gods Hammer throw יידוי פטיש Hammer throwers קטגוריה:מיידי פטיש Hammer-headed bat עטלף הפטיש HammerFall האמרפול Hammercult האמרקלט Hammerfest המרפסט Hammerhead ראש פטיש Hammerhead shark פטישניים Hammerheart Hammerheart Hammers קטגוריה:פטישים Hammerschmidt Villa וילה האמרשמידט Hammersmith Creek סטמפורד Hammerstone מקבת Hammett האמט Hamming code קוד המינג Hamming distance מרחק המינג Hammock ערסל Hammond organ אורגן האמונד Hammoth-dor חמת דאר Hammurabi חמורבי Hammurabi I חמורבי הראשון Hammurabi III חמורבי השני Hamnuna רב המנונא Hamodia המודיע Hampden Park האמפדן פארק Hampshire המפשייר Hampshire קטגוריה:המפשייר Hampshire Farnborough פארנבורו Hampshire Steventon סטיבנטון Hampstead המפסטד Hampstead Heath המפסטד הית' Hampton Court Palace המפטון קורט Hampton Court Park פארק המפטון קורט Hampton Roads המפטון רודס Hamra חמרה Hamsa חמסה Hamsin חמסין Hamster אוגרים Hamsters קטגוריה:אוגריים Hamstring שרירי מיתר הברך Hamuchtar המוכתר Hamudi Brick חמודי בריק Hamza ء Hamza Barry חמזה בארי Hamza Younés חמזה יונס Hamza ibn-'Ali ibn-Ahmad חמזה בן-עלי Han חאן Han Chinese האן Han Fei חאן פיי דזה Han Myeong-sook האן מיונג סוק Han Solo האן סולו Han dynasty קטגוריה:שושלת האן Han dynasty שושלת האן Han system האן Han-sur-Lesse האן-סור-לס Hana האנה Hana Brady חנה בריידי Hana Laszlo חנה לסלאו Hana Mandlíková האנה מנדליקובה Hana Meisel חנה מייזל שוחט Hana Sweid חנא סוויד Hanadi Jaradat הנאדי ג'רדאת Hanafi האסכולה החנפית Hanajira חנאג'רה Hanan חנן Hanan Ashrawi חנאן עשראווי Hanan Eshel חנן אשל Hanan Fadida חנן פדידה Hanan Goldblatt חנן גולדבלט Hanan Maman חנן ממן Hanan Melcer חנן מלצר Hanan Porat חנן פורת Hanan Rubin חנן רובין Hanan al-Shaykh חנאן אל-שייח' Hanan of Iskiya חנן מאישקיא Hanan the Egyptian חנן המצרי Hananeel מגדל חננאל Hanani חנני Hanani חנני הרואה Hanania Baer חנניה בר Hananiah חנינא Hananiah Hezekiah Garon חנניה בן חזקיה Hanaton חנתון Hanau הנאו Hanay משתמש:Hanay Hanbali האסכולה החנבלית Hancock הנקוק Hand טפח Hand כף יד Hand axe אבן יד Hand evaluation הערכת יד Hand fan מניפה Hand games קטגוריה:משחקי ידיים Hand grenade רימון יד Hand in Hand: Center for Jewish-Arab Education in Israel יד ביד: המרכז לחינוך יהודי ערבי בישראל Hand spinning טווייה Hand surgery כירורגיה של היד Hand tools קטגוריה:כלי עבודה Hand transplantation השתלת יד Hand washing רחצת ידיים Hand with Reflecting Sphere יד וכדור שיקוף Hand-kissing נשיקת יד Hand-to-hand combat קרב פנים אל פנים Hand-waving הוכחה בנפנופי ידיים Handan האנדאן Handasaim Herzliya High School תיכון הנדסאים הרצליה Handbag תיק Handball כדוריד Handball קטגוריה:כדוריד Handball League of Serbia הליגה הסרבית הראשונה בכדוריד Handball Union of Russia איגוד הכדוריד הרוסי Handball at the Summer Olympics כדוריד במשחקים האולימפיים Handball clubs קטגוריה:קבוצות כדוריד Handball coaches קטגוריה:מאמני כדוריד Handball coaches by nationality קטגוריה:מאמני כדוריד לפי מדינה Handball in Germany קטגוריה:כדוריד גרמני Handball in Israel קטגוריה:כדוריד ישראלי Handball in Russia קטגוריה:כדוריד רוסי Handball in Serbia קטגוריה:כדוריד בסרביה Handball in Spain קטגוריה:כדוריד ספרדי Handball leagues קטגוריה:ליגות כדוריד Handball navigational boxes קטגוריה:תבניות ניווט - כדוריד Handball players קטגוריה:שחקני כדוריד Handball venues in Germany קטגוריה:אולמות כדוריד בגרמניה Handball-Bundesliga הליגה הגרמנית בכדוריד Handball-Bundesliga תבנית:הליגה הגרמנית בכדוריד Handbooks and manuals קטגוריה:ספרי הדרכה Handcuffs אזיקים Handcycle אופני יד Handel House Museum מוזיאון בית הנדל Handel and Haydn Society אגודת הנדל והיידן Handicap principle עקרון ההכבדה Handicraft אומנות Handkerchief מטפחת Handler הנדלר Handley Page Halifax הנדלי פייג' הליפקס Handrail מעקה Hands All Over Hands All Over Hands of the Cause ידי האמונה Handsfree דיבורית Handshake לחיצת יד Handshaking לחיצת יד Handwashing in Judaism נטילת ידיים Handwriting כתב יד Handwriting recognition זיהוי ממוחשב של כתב יד Handymax הנדימקס Handysize הנדיסייז Haneda Airport נמל התעופה טוקיו האנדה Haneen Zoabi חנין זועבי Haneh Hadad חנא חדד Hang פאנטם Hang Seng Index האנג סנג Hang gliding גלישה אווירית Hanga Roa האנגה רואה Hangar האנגר Hanger steak נתח קצבים Hanging תלייה Hanging Gardens of Babylon הגנים התלויים בבבל Hanging by a Moment Hanging by a Moment Hangiri האנגירי Hangman איש תלוי Hangover חמרמורת Hangul הנגול Hangul Day יום הנגול Hangy משתמש:Hangy Hangzhou האנגג'ואו Hani Furstenberg חני פירסטנברג Hani people האני Hanif חניף Hanif Kureishi חניף קוריישי Hanina רב חנינא Hanina Papi רבי חנינא בר פפי Hanina Segan ha-Kohanim רבי חנינא סגן הכהנים Hanina bar Hama רבי חנינא בר חמא Hanina ben Antigonus רבי חנינא בן אנטיגנוס Hanina ben Dosa רבי חנינא בן דוסא Hanina ben Hakinai רבי חנינא בן חכינאי Hanina ben Pappa חנינא בר פפא Hanina of Sepphoris רב חנניה Haninah ben Ahi Joshua חנניה בן אחי רבי יהושע Haninah ben Teradion רבי חנינא בן תרדיון Hanita חניתה Hanja הנג'ה Hanjones רגש אשמה Hank Azaria האנק עזריה Hank Greenberg האנק גרינברג Hank Henshaw סייבורג סופרמן Hank Mobley האנק מובלי Hank Pym הנרי פים Hank Williams האנק ויליאמס Hanken School of Economics המכללה השוודית לכלכלה ומנהל עסקים Hankin חנקין Hanko האנקו Hanlon's razor התער של הנלון Hann. Münden האן-מינדן Hanna האנה Hanna Azoulay Hasfari חנה אזולאי-הספרי Hanna Herzog חנה הרצוג Hanna Hopko האנה הופקו Hanna Knyazyeva-Minenko חנה קנייזבה-מיננקו Hanna Ljungberg האנה ליונברג Hanna Maron חנה מרון Hanna Mwais חנא מוויס Hanna Pakarinen האנה פאקארינן Hanna Reitsch האנה רייטש Hanna Rovina חנה רובינא Hanna Schygulla חנה שיגולה Hanna Siniora חנא סניורה Hanna Yablonka חנה יבלונקה Hanna Zemer חנה זמר Hanna-Barbera האנה-ברברה Hanna-Barbera series and characters קטגוריה:האנה ברברה - סדרות ודמויות Hanna-Maria Seppälä האנה-מריה ספלה Hannah חנה Hannah Arendt חנה ארנדט Hannah Bat Shahar חנה בת שחר Hannah Gordon האנה גורדון Hannah Höch האנה הך Hannah Jane Fox האנה ג'יין פוקס Hannah Lamdan חנה למדן Hannah Mitchell האנה מיטשל Hannah Montana האנה מונטנה Hannah Montana האנה מונטנה#העונה הרביעית Hannah Montana: The Movie האנה מונטנה: הסרט Hannah Solomon חנה גרינבאום סלומון Hannah Stockbauer האנה שטוקבאואר Hannah Szenes חנה סנש Hannah and Her Sisters חנה ואחיותיה Hanne Krogh האנה קרוג Hanneli Goslar חנה גוסלר Hannelore Anke הנלורה אנקה Hanneman הנמן Hannes Kolehmainen הנס קולמיינן Hannes Löhr הנס להר Hannes Meyer הנס מאייר Hanni Wenzel הני ונצל Hannibal חניבעל Hannibal קטגוריה:חניבעל Hannibal Directive נוהל חניבעל Hannibal Gisco חניבעל Hannibal Hamlin האניבל המלין Hannibal Lecter חניבעל לקטר Hannibal Lecter קטגוריה:חניבעל לקטר Hannibal Mago חניבעל מאגו Hannibal Monomachus חניבעל מונומאכוס Hannibal Rising חניבעל: מקור הרוע Hannibal the Rhodian חניבעל איש רודוס Hannibal's crossing of the Alps מסע חניבעל לחצי האי האפניני Hannie Schaft האני סכאפט Hanno חנו Hanno Möttölä האנו מוטולה Hanno the Great חנו הגדול Hanno the Navigator חנון הספן Hannover 96 הנובר 96 Hannover 96 players קטגוריה:כדורגלני הנובר 96 Hanns Eisler הנס אייזלר Hanns Sachs הנס זקס Hanns Scharff הנס שארף Hanny Nahmias חני נחמיאס Hanny's Voorwerp Hanny's Voorwerp Hanoarhaal-semel.PNG Image:NOLogo.PNG Hanoch Albeck חנוך אלבק Hanoch Bartov חנוך ברטוב Hanoch Jacoby חנוך יעקבי Hanoch Kalai חנוך קלעי Hanoch Levin חנוך לוין Hanoch Piven חנוך פיבן Hanoch Yelon חנוך ילון Hanoch Zeibert חנוך זייברט Hanoch ben Moses חנוך בן משה Hanoi האנוי Hanover הנובר Hanover קטגוריה:הנובר Hanover Band תזמורת האנובר Hans Adolf Krebs הנס אדולף קרבס Hans Aeschbacher הנס אשבכר Hans Asperger הנס אספרגר Hans Aumeier הנס אומייר Hans Baldung הנס בלדונג Hans Bauer הנס באואר Hans Bernd Gisevius הנס ברנד גיזביוס Hans Bethe הנס בתה Hans Beyth הנס בייט Hans Blix הנס בליקס Hans Blüher הנס בליהר Hans Bothmann הנס בותמן Hans Christian Andersen הנס כריסטיאן אנדרסן Hans Christian Andersen Award פרס אנדרסן Hans Christian Andersen Award for Illustration winners קטגוריה:זוכי פרס אנדרסן למאיירים Hans Christian Andersen Award for Writing winners קטגוריה:זוכי פרס אנדרסן Hans Christian Gram הנס כריסטיאן גראם Hans Christian Ørsted הנס כריסטיאן ארסטד Hans Conrad Julius Reiter הנס רייטר Hans Delbrück הנס דלבריק Hans Dorfner הנס דורפנר Hans Egede הנס אגדה Hans Enoksen הנס הנוקסן Hans Eysenck הנס אייזנק Hans Fahrni הנס פארני Hans Fallada הנס פאלאדה Hans Felber הנס פלבר Hans Fischer הנס פישר Hans Frank הנס פרנק Hans Freiherr von Funck הנס פון פונק Hans Freudenthal הנס פרוידנטל Hans Fritzsche הנס פריטשה Hans Gaede הנס גדה Hans Geiger הנס גייגר Hans Georg Calmeyer הנס גאורג קלמאייר Hans Graf von Sponeck הנס פון שפונק Hans Gál הנס גל Hans Günther הנס גינתר Hans Hahn הנס האן Hans Hartung הנס הארטונג Hans Hartwig von Beseler הנס פון בזלר Hans Holbein the Younger הנס הולביין Hans Hollein הנס הוליין Hans Island האי הנס Hans Jakob Polotsky יעקב פולוצקי Hans Jeschonnek הנס ישונק Hans Johner הנס יונר Hans Jonas הנס יונאס Hans Jordan הנס יורדן Hans Jüttner הנס יוטנר Hans Kammler הנס קאמלר Hans Karl von Diebitsch איוואן דיביץ' Hans Kelsen הנס קלזן Hans Knappertsbusch הנס קנאפרטסבוש Hans Kohn הנס כהן Hans Kramers הנס קרמרס Hans Krankl הנס קרנקל Hans Krebs הנס קרבס Hans Kreysing הנס קרייזינג Hans Krueger האנס קריגר Hans Langsdorff הנס לנגסדורף Hans Leo Hassler הנס ליאו האסלר Hans Lippershey הנס ליפרסהיי Hans Litten הנס ליטן Hans Loewald הנס לאוולד Hans Ludwig Striem הנס לודויג שטרים Hans Luther הנס לותר Hans Magnus Enzensberger הנס מגנוס אנצנסברגר Hans Matheson הנס מאתסון Hans Memling הנס ממלינג Hans Morgenthau הנס מורגנטאו Hans Möser הנס מזר Hans Nowak הנס נובאק Hans Oster הנס אוסטר Hans Otte הנס אוטה Hans Pfitzner הנס פפיצנר Hans Pflügler הנס פפלוגלר Hans Richter הנס ריכטר Hans Riegel הנס ריגל Hans Rosbaud הנס רוזבאוד Hans Rosling הנס רוסלינג Hans Röttiger הנס רטיגר Hans Sachs הנס זקס Hans Sarpei הנס סארפיי Hans Schmidt-Isserstedt הנס שמידט-איסרשטדט Hans Scholl הנס שול Hans Schäfer הנס שפר Hans Selye הנס סלייה Hans Speidel הנס שפיידל Hans Spemann הנס שפמן Hans Stern הנס שטרן Hans Swarowsky הנס סווארובסקי Hans Tilkowski הנס טילקובסקי Hans Vonk הנס פונק Hans Werner Henze הנס ורנר הנצה Hans Zender הנס צנדר Hans Zimmer הנס צימר Hans van Breukelen הנס ואן ברויקלן Hans von Ahlfen הנס פון אהלפן Hans von Bülow הנס פון בילוב Hans von Dohnányi הנס פון דוהנאני Hans von Euler-Chelpin הנס פון אוילר-שלפין Hans von Gronau הנס פון גרונאו Hans von Kirchbach הנס פון קירשבאך Hans von Obstfelder הנס פון אובסטפלדר Hans von Ohain הנס פון אוהיין Hans von Salmuth הנס פון זלמות Hans von Seeckt הנס פון סיקט Hans-Adolf Prützmann הנס-אדולף פריצמן Hans-Dieter Flick הנס-דיטר פליק Hans-Dietrich Genscher הנס-דיטריך גנשר Hans-Georg Gadamer הנס גאורג גדמר Hans-Georg Schwarzenbeck הנס-גאורג שוורצנבק Hans-Georg von Friedeburg הנס-גאורג פון פרידבורג Hans-Hermann Hoppe הנס-הרמן הופה Hans-Joachim Marseille הנס יואכים מרסיי Hans-Jörg Butt הנס-יורג בוט Hans-Jürgen Dörner הנס-יורגן דורנר Hans-Jürgen Kreische הנס-יורגן קריישה Hans-Jürgen Stumpff הנס-יורגן שטומפף Hans-Jürgen von Arnim הנס-יירגן פון ארנים Hans-Martin Linde הנס-מרטין לינדה Hans-Peter Briegel הנס-פיטר בריגל Hans-Thilo Schmidt הנס תילו שמידט Hans-Ulrich Grapenthin הנס-אולריך גרפנטין Hans-Ulrich Rudel הנס אולריך רודל Hans-Valentin Hube הנס הובה Hanseatic League ברית ערי הנזה Hanseatic League קטגוריה:ערי הנזה Hansel & Gretel: Witch Hunters קוטלי המכשפות Hansel and Gretel הנזל וגרטל Hansel and Gretel עמי ותמי Hansen האנסן Hansen House בית הנסן Hansi Brand האנזי ברנד Hansi Kürsch האנסי קירש Hanson הנסון Hanspeter Kyburz הנספטר קיבורץ Hantili I חנתיליש הראשון Hantili II חנתיליש השני Hantsavichy הנצביצ'י Hanukkah חנוכה Hanukkah קטגוריה:חנוכה Hanukkah bush יחס יהודים לחג המולד#סינקרטיזם של חג המולד וחנוכה Hanukkah footer תבנית:חנוכה Hanukkah gelt דמי חנוכה Hanukkah music קטגוריה:שירי חנוכה Hanuman הנומאן Hany Abu-Assad האני אבו אסעד Hany Ramzy הני ראמזי Hanya Holm האניה הולם Hanyeri relief תבליט האניירי Hanyu Shuiping Kaoshi HSK Haoman 17 האומן 17 Hapag-Lloyd Flug האפאג לויד פלוג Hapax legomenon מילה יחידאית Hapi הפי Hapkido הפקידו Haplorhini בעלי אף יבש Hapoel הפועל Hapoel קטגוריה:התאחדות הפועל Hapoel Acre F.C. הפועל עכו Hapoel Acre F.C. players קטגוריה:כדורגלני הפועל עכו Hapoel Afula B.C. הפועל עפולה Hapoel Afula F.C. הפועל עפולה Hapoel Afula F.C. managers קטגוריה:מאמני הפועל עפולה Hapoel Afula F.C. players קטגוריה:כדורגלני הפועל עפולה Hapoel Afula players קטגוריה:כדורסלני הפועל עפולה Hapoel Arad F.C. הפועל ערד-תמר Hapoel Ashdod הפועל אשדוד Hapoel Ashdod F.C. הפועל אשדוד Hapoel Ashdod F.C. players קטגוריה:כדורגלני הפועל אשדוד Hapoel Ashkelon F.C. הפועל אשקלון Hapoel Ashkelon F.C. managers קטגוריה:מאמני הפועל אשקלון Hapoel Ashkelon F.C. players קטגוריה:כדורגלני הפועל אשקלון Hapoel Asi Gilboa F.C. players קטגוריה:כדורגלני הפועל אסי גלבוע Hapoel Balfouria F.C. הפועל בלפוריה Hapoel Bat Yam F.C. הפועל בת ים Hapoel Bat Yam F.C. players קטגוריה:כדורגלני הפועל בת ים Hapoel Be'er Sheva F.C. הפועל באר שבע Hapoel Be'er Sheva F.C. קטגוריה:הפועל באר שבע Hapoel Be'er Sheva F.C. managers קטגוריה:מאמני הפועל באר שבע Hapoel Be'er Sheva F.C. players קטגוריה:כדורגלני הפועל באר שבע Hapoel Be'eri B.C. הפועל בארי Hapoel Beit She'an F.C. הפועל בית שאן Hapoel Beit She'an F.C. players קטגוריה:כדורגלני הפועל בית שאן Hapoel Bnei Jadeidi F.C. הפועל בני-ג'דידה Hapoel Bnei Lod F.C. הפועל בני לוד Hapoel Bnei Lod F.C. managers קטגוריה:מאמני הפועל בני לוד Hapoel Bnei Lod F.C. players קטגוריה:כדורגלני הפועל בני לוד Hapoel Bnei Tamra F.C. הפועל בני טמרה Hapoel Bnei Tamra F.C. players קטגוריה:כדורגלני הפועל בני טמרה Hapoel Daliyat al-Karmel F.C. הפועל דליית אל כרמל Hapoel Eilat B.C. הפועל אילת Hapoel Eilat basketball players קטגוריה:כדורסלני הפועל אילת Hapoel F.C. Ortodoxim Lod אורתודוכסים לוד Hapoel Galil Elyon הפועל גליל עליון-קריית שמונה Hapoel Galil Elyon players קטגוריה:כדורסלני הפועל גליל עליון Hapoel Gilboa Galil הפועל גלבוע גליל Hapoel Gilboa Galil Elyon players קטגוריה:כדורסלני הפועל גלבוע גליל Hapoel Gilboa/Afula הפועל עפולה Hapoel Gvat/Yagur B.C. הפועל גבת/יגור Hapoel HaMizrachi הפועל המזרחי Hapoel Hadera F.C. הפועל חדרה גבעת אולגה Hapoel Haifa קטגוריה:הפועל חיפה Hapoel Haifa B.C. הפועל חיפה Hapoel Haifa F.C. הפועל חיפה Hapoel Haifa F.C. managers קטגוריה:מאמני הפועל חיפה Hapoel Haifa F.C. players קטגוריה:כדורגלני הפועל חיפה Hapoel Hatzair הפועל הצעיר Hapoel Herzliya F.C. הפועל הרצליה Hapoel Herzliya F.C. players קטגוריה:כדורגלני הפועל הרצליה Hapoel Hod HaSharon F.C. players קטגוריה:כדורגלני הפועל הוד השרון Hapoel Holon הפועל חולון Hapoel Holon players קטגוריה:כדורסלני הפועל חולון Hapoel Ironi Kiryat Shmona F.C. עירוני קריית שמונה Hapoel Ironi Kiryat Shmona F.C. managers קטגוריה:מאמני עירוני קריית שמונה Hapoel Ironi Kiryat Shmona F.C. players קטגוריה:כדורגלני עירוני קריית שמונה Hapoel Ironi Rishon LeZion F.C. players קטגוריה:כדורגלני הפועל ראשון לציון Hapoel Jerusalem הפועל ירושלים Hapoel Jerusalem קטגוריה:הפועל ירושלים Hapoel Jerusalem B.C. הפועל ירושלים Hapoel Jerusalem B.C. players קטגוריה:כדורסלני הפועל ירושלים Hapoel Jerusalem F.C. הפועל ירושלים Hapoel Jerusalem F.C. players קטגוריה:כדורגלני הפועל ירושלים Hapoel Katamon Jerusalem F.C. הפועל קטמון ירושלים Hapoel Katamon Jerusalem F.C. players קטגוריה:כדורגלני הפועל קטמון ירושלים Hapoel Kfar Saba F.C. הפועל כפר סבא Hapoel Kfar Saba F.C. קטגוריה:הפועל כפר סבא Hapoel Kfar Saba F.C. managers קטגוריה:מאמני הפועל כפר סבא Hapoel Kfar Saba F.C. players קטגוריה:כדורגלני הפועל כפר סבא Hapoel Kfar Shalem F.C. הפועל כפר שלם Hapoel Kfar Shalem F.C. players קטגוריה:כדורגלני הפועל כפר שלם Hapoel Kiryat Ono F.C. הפועל קריית אונו Hapoel Kiryat Ono F.C. players קטגוריה:כדורגלני הפועל קריית אונו Hapoel Lod F.C. הפועל לוד Hapoel Lod F.C. players קטגוריה:כדורגלני הפועל לוד Hapoel Mahane Yehuda F.C. הפועל מחנה יהודה Hapoel Marmorek F.C. הפועל מרמורק Hapoel Marmorek F.C. players קטגוריה:כדורגלני הפועל מרמורק Hapoel Nazareth Illit F.C. מ.כ. נצרת עילית Hapoel Nazareth Illit F.C. players קטגוריה:כדורגלני הפועל נצרת עילית Hapoel Netanya הפועל נתניה Hapoel Netanya F.C. הפועל נתניה Hapoel Nir Ramat HaSharon F.C. הפועל ניר רמת השרון Hapoel Petah Tikva הפועל פתח תקווה Hapoel Petah Tikva F.C. הפועל פתח תקווה Hapoel Petah Tikva F.C. קטגוריה:הפועל פתח תקווה Hapoel Petah Tikva F.C. managers קטגוריה:מאמני הפועל פתח תקווה Hapoel Petah Tikva F.C. players קטגוריה:כדורגלני הפועל פתח תקווה Hapoel Ra'anana A.F.C. הפועל רעננה Hapoel Ra'anana A.F.C. managers קטגוריה:מאמני הפועל רעננה Hapoel Ra'anana A.F.C. players קטגוריה:כדורגלני הפועל רעננה Hapoel Ramat Gan הפועל רמת גן Hapoel Ramat Gan B.C. הפועל רמת גן Hapoel Ramat Gan F.C. managers קטגוריה:מאמני הפועל רמת גן Hapoel Ramat Gan F.C. players קטגוריה:כדורגלני הפועל רמת גן Hapoel Ramat Gan Givatayim F.C. הפועל רמת-גן גבעתיים Hapoel Rehovot הפועל רחובות Hapoel Rishon LeZion הפועל ראשון לציון Hapoel Rishon LeZion F.C. הפועל ראשון לציון Hapoel Tayibe F.C. הפועל טייבה Hapoel Tayibe F.C. players קטגוריה:כדורגלני הפועל טייבה Hapoel Tel Aviv הפועל תל אביב Hapoel Tel Aviv קטגוריה:הפועל תל אביב Hapoel Tel Aviv B.C. הפועל תל אביב Hapoel Tel Aviv B.C. קטגוריה:הפועל תל אביב Hapoel Tel Aviv B.C. players קטגוריה:כדורסלני הפועל תל אביב Hapoel Tel Aviv F.C. הפועל תל אביב Hapoel Tel Aviv F.C. קטגוריה:הפועל תל אביב Hapoel Tel Aviv F.C. managers קטגוריה:מאמני הפועל תל אביב Hapoel Tel Aviv F.C. players קטגוריה:כדורגלני הפועל תל אביב Hapoel Tiberias F.C. players קטגוריה:כדורגלני הפועל טבריה Hapoel Tzafririm Holon F.C. הפועל צפרירים חולון Hapoel Tzafririm Holon F.C. players קטגוריה:כדורגלני צפרירים חולון Hapoel Umm al-Fahm F.C. הפועל אום אל-פחם Hapoel Umm al-Fahm F.C. players קטגוריה:כדורגלני הפועל אום אל-פחם Hapoel Yehud F.C. הפועל יהוד Happening הפנינג Happiness אושר Happiness שמחה Happiness Is a Warm Gun Happiness Is a Warm Gun Happy Happy Happy Birthday Happy Birthday Happy Birthday to You יום הולדת שמח Happy Days ימים מאושרים Happy Endings הכול לטובה Happy Evil Dude/Lorie Workshop אמה ווטסון Happy Feet תזיזו ת'רגליים Happy Feet Two תזיזו ת'רגליים 2 Happy Hogan הארולד הוגאן Happy Madison האפי מדיסון Happy Madison Productions האפי מדיסון Happy Nation Happy Nation Happy Planet Index מדד האושר העולמי Happy Sad Happy Sad Happy Tree Friends כנופיית העץ העליז Happy Valley-Goose Bay הפי וואלי-גוס ביי Happy hour Happy hour Happy mapping Happy mapping Happy number מספר שמח Happythankyoumoreplease שמחתודהעודבבקשה Hapten הפטן Haql חקל Haqq ad-Din I חאק א-דין הראשון Haqq ad-Din II חאק א-דין השני Haqqani network חקאני Har Adar הר אדר Har Amasa הר עמשא Har Brakha הר ברכה Har Gilo הר גילה Har Gobind Khorana הר גבינד חורנה Har HaAri הר האר"י Har HaMenuchot הר המנוחות Har Halutz הר חלוץ Har Hamor ישיבת הר המור Har Hebron Adora אדורה Har Hebron Carmel כרמל Har Hebron Ma'on מעון Har Hebron Regional Council קטגוריה:מועצה אזורית הר חברון Har Hebron Regional Council תבנית:מועצה אזורית הר חברון Har Hebron Susya סוסיא Har Hebron Telem תלם Har Hevron Regional Council מועצה אזורית הר חברון Har Homa הר חומה Har Hotzvim הר חוצבים Har Karkom הר כרכום Har Nof הר נוף Har Senaim הר סנאים Hara Takashi הארה טקאשי Haradok הרדוק Haradzeya הרדזיה Harajuku הרג'וקו Harajuku Station תחנת הרג'וקו Haralamb Zincă חאראלמב זינקה Harald האראלד Harald Bluetooth מלך דנמרק האראלד הראשון Harald Blüchel הרלד בלוצ'ל Harald Bohr הארלד בוהר Harald Cerny הראלד צ'רני Harald Fairhair מלך נורווגיה האראלד הראשון Harald Feller הרלד פלר Harald Fritzsch הרלד פריטש Harald Gille מלך נורווגיה האראלד הרביעי Harald Greycloak מלך נורווגיה האראלד השני Harald Hardrada מלך נורווגיה האראלד השלישי Harald II of Denmark מלך דנמרק האראלד השני Harald III of Denmark מלך דנמרק האראלד השלישי Harald Schumacher הראלד שומאכר Harald V of Norway מלך נורווגיה האראלד החמישי Harald Wohlfahrt הראלד וולפארט Harald zur Hausen הרלד צור האוזן Harald Öhquist האראלד אקוויסט Haram חרם Haran הרן Harar הרר Harare הארארה Harare Declaration הצהרת הארארה Hararghe הררג Harari הררי Harari College Worldwide Harari College Worldwide Harari Region הררי Harari Region קטגוריה:הררי Harari people הררים Hararit הררית Harasha מאחזים#חרשה Harashim חרשים Harbai קיסר אתיופיה חארבי Harbin חרבין Harbin קטגוריה:חרבין Harbin International Ice and Snow Sculpture Festival פסטיבל חרבין הבינלאומי לפיסול בקרח ושלג Harbor מעגן Harbor seal פוקת המפרץ Harbour of Tears Harbour of Tears Harbour porpoise פוקנה מצויה Hard Hard Hard Candy Hard Candy Hard Candy סוכרייה קשה Hard Hat Mack פועל בניין Hard Rock Cafe הארד-רוק קפה Hard Target מטרה קשוחה Hard Times זמנים קשים Hard bop הארד בופ Hard cases make bad law מקרים קשים יוצרים דין רע Hard coding Hard coding Hard disk drive דיסק קשיח Hard disk drives קטגוריה:דיסקים קשיחים Hard out Here Hard out Here Hard rock הארד רוק Hard rock musical groups קטגוריה:להקות הארד רוק Hard rock songs קטגוריה:שירי הארד רוק Hard water מים קשים Hard-Boiled Wonderland and the End of the World ארץ פלאות קשוחה וסוף העולם Hard-core predicate סיבית קשה HardDayUK.jpg קובץ:A Hard Day's Night.JPG Hardangerjøkulen הארדנגריוקלן Hardcore הארדקור Hardcore hip hop הארדקור ראפ Hardcore punk הארדקור פאנק Hardcourt משטח קשה Harden הרדן Hardenberg הארדנברך Hardened aircraft shelter דיר תת-קרקעי Harden–Eulenburg affair פרשת הארדן-אוילנבורג Harder to Breathe Harder to Breathe Harding הרדינג Harding Tomb קבר הרדינג Harding administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל וורן הרדינג Hardness קשיות Hardstyle הארדסטייל Harduf הרדוף Hardware random number generator מחולל מספרים אקראיים Hardware virtualization וירטואליזציה Hardwell הארדוול Hardwick הארדוויק Hardy הארדי Hardy Binguila הארדי בינגילה Hardy River הארדי Hardy–Weinberg principle עקרון הארדי-ויינברג Hare ארנבת Hare Krishna הרא קרישנה Haredi Judaism יהדות חרדית Haredi Judaism קטגוריה:יהדות חרדית Haredi Judaism in Israel קטגוריה:יהדות חרדית בישראל Haredi burqa sect נשות השאלים Haredi media קטגוריה:תקשורת חרדית Haredi newspapers קטגוריה:עיתונות חרדית Haredi rabbis קטגוריה:רבנים חרדים Haredi rabbis in Israel קטגוריה:רבנים חרדים ישראלים Haredi writers קטגוריה:סופרים חרדים Haredim and Zionism יחס החרדים לציונות Harel הראל Harel Brigade חטיבת הראל Harel Group הראל השקעות Harel Levy הראל לוי Harel Locker הראל לוקר Harel Moyal הראל מויאל Harel Skaat הראל סקעת Harem הרמון Hareut הרעות Harfleur ארפלור Hargeisa הרגייסה Hargitay הרגיטאי Hargreaves הרגריבס Haribo האריבו Harifian התרבות החריפאית Haringeyarms.PNG תמונה:Haringeyarms.png Hariprasad Chaurasia האריפראסאד צ'אוראסיה Haris Alexiou חאריס אלקסיו Haris Medunjanin האריס מדוניאנין Haris Seferović האריס ספארוביץ' Haris Silajdžić האריס סילייג'יץ' Harish חריש Harissa אריסה Harissa הריסה Harju County האריו Harker הרקר Harlan Coben הרלן קובן Harlan Ellison הארלן אליסון Harland1/Workshop2 אירופה Harlech הרלך Harlech Castle טירת הרלך Harlem הארלם Harlem קטגוריה:הארלם Harlem Globetrotters הארלם גלובטרוטרס Harlem Renaissance הארלם רנסאנס Harlem River הארלם Harlem Shake הארלם שייק Harlem shake הארלם שייק Harlequin ארלקינו Harlequin duck ברווז הרלקון Harlequin quail שליו ליצן Harley Davidson and the Marlboro Man הרלי דייווידסון ואיש המרלבורו Harley Quinn הארלי קווין Harley Street רחוב הארלי Harley-Davidson הרלי-דייווידסון Harmandir Sahib הארימנדיר סאהיב Harmanli חארמאנלי Harmodius and Aristogeiton קוטלי הטיראנים Harmolodics הרמולודיה Harmondsworth Immigration Removal Centre מתקן מעצר למהגרים הארמונדסוורת' Harmonia הרמוניה Harmonic analysis קטגוריה:אנליזה הרמונית Harmonic divisor number מספר אור Harmonic function פונקציה הרמונית Harmonic mean ממוצע הרמוני Harmonic oscillator מתנד הרמוני Harmonic series הסדרה ההרמונית Harmonica מפוחית פה Harmonica players קטגוריה:נגני מפוחית פה Harmonisation of law הרמוניזציה Harmony הרמוני Harmony הרמוניה Harmony קטגוריה:הרמוניה Harmony Ikande הרמוני איקנדה Harmony Korine הרמוני קורין Haroche הרוש Harold & Kumar Go to White Castle הרולד וקומר משתוללים באמריקה Harold Abrahams הרולד אברהמס Harold Arlen הרולד ארלן Harold Beeley הרולד בילי Harold Eugene Edgerton הרולד יוג'ין אדג'רטון Harold Faltermeyer הרולד פאלטרמייר Harold Godwinson מלך אנגליה הרולד השני Harold Greene הרולד גרין Harold Halse הרולד הולס Harold Harefoot מלך אנגליה הרולד הראשון Harold Holt הרולד הולט Harold Innis הרולד איניס Harold Jeffreys הרולד ג'פרי Harold Lamb הרולד לם Harold Lloyd הרולד לויד Harold MacMichael הרולד מקמייקל Harold Macmillan הרולד מקמילן Harold Marcuse הרולד מרקוזה Harold Osborn הארולד אוסבורן Harold Perrineau הארולד פרינו ג'וניור Harold Pinter הרולד פינטר Harold Robbins הרולד רובינס Harold Rubin הרולד רובין Harold Russell הרולד ראסל Harold Sakata הרולד סאקאטה Harold Saunders הרולד סונדרס Harold Scott MacDonald Coxeter הרולד סקוט מקדונלד קוקסטר Harold Shipman הרולד שיפמן Harold Urey הרולד יורי Harold Varmus הרולד ורמוס Harold Wilson הרולד וילסון Harold Zvi Schiffrin צבי שיפרין Harold and Maude הרולד ומוד Harold and the Purple Crayon אהרן והעיפרון הסגול Harosheth Haggoyim חרושת הגויים Harp נבל Harp seal כלב ים נבלי Harpagus הרפגוס Harpalyke הרפלייקה Harpax הרפקס Harpaz הרפז Harper הרפר Harper Lee נל הרפר לי Harper's Bazaar הרפרס בזאר Harpo Marx הארפו מרקס Harpoon הרפון Harpoon צלצל Harpsichord צ'מבלו Harpsichordists קטגוריה:נגני צ'מבלו Harpy הרפיה Harpy eagle הרפיה Harramiz הראמיש Harran חרן Harrassowitz Verlag הוצאת הרסוביץ Harrier הרייר Harrier זרון Harriet Beecher Stowe הארייט ביצ'ר סטואו Harriet Brooks הארייט ברוקס Harriet Harman הארייט הרמן Harriet Lane הארייט ליין Harriet Miers הארייט מאיירס Harriet Quimby הרייט קימבי Harriet Shaw Weaver הארייט שו ויבר Harriet Taylor Mill הרייט טיילור מיל Harriet Tubman הארייט טאבמן Harriet Walter הארייט וולטר Harriet the Spy הרייט המרגלת Harrington הרינגטון Harris האריס Harris's hawk עקב האריס Harrison הריסון Harrison Barnes הריסון בארנס Harrison Birtwistle הריסון ברטוויסל Harrison Dillard הריסון דילארד Harrison Ford האריסון פורד Harrison Schmitt האריסון שמיט Harrison's Principles of Internal Medicine עקרונות הרפואה הפנימית של הריסון Harro Schulze-Boysen הארו שולצה-בויזן Harrods הרודס Harrow הארו Harrow משדדה Harrow School בית הספר הארו Harry הארי Harry Atkinson הארי אטקינסון Harry Austryn Wolfson הארי אוסטרין וולפסון Harry Babcock הארי בבקוק Harry Belafonte הארי בלפונטה Harry Blackmun הארי בלקמן Harry Bosch הארי בוש Harry Bradshaw הארי ברדשו Harry Brauner הארי בראונר Harry Byrd הארי בירד Harry Chapin הארי צ'אפין Harry Chauvel הנרי שובל Harry Christophers הארי כריסטופרס Harry Cobby הארי קובי Harry Cohn הארי כהן Harry Connick Jr. הארי קוניק ג'וניור Harry Crerar הארי קריראר Harry Dean Stanton הארי דין סטנטון Harry Ferguson הארי פרגוסון Harry Fischel הארי פישל Harry Gallatin הארי גלאטין Harry George Smart הארי ג'ורג' סמארט Harry Golombek הארי גולומבק Harry Graf Kessler הארי קסלר Harry Gregson-Williams הארי גרגסון ויליאמס Harry Hamlin הארי האמלין Harry Hammond Hess הארי הס Harry Harlow הארי הארלו Harry Hebner הארי הבנר Harry Hillman הארי הילמן Harry Houdini הארי הודיני Harry James הארי ג'יימס Harry Judd הארי ג'אד Harry Kane הארי קיין Harry Kewell הארי קיואל Harry Kim הארי קים Harry Kinnard הארי קינארד Harry Kroto הארי קרוטו Harry Lipkin צבי ליפקין Harry Lloyd הארי לויד Harry Luke הארי לוק Harry Mark Petrakis הארי מארק פטראקיס Harry Markowitz הארי מרקוביץ Harry Martinson הרי מרטינסון Harry Mathews הארי מאתיוס Harry McNish הארי מקניש Harry Mulisch הארי מוליש Harry Nelson Pillsbury הרי נלסון פילסברי Harry Nilsson הארי נילסון Harry Nyquist הארי נייקוויסט Harry Osborn הארי אוסבורן Harry Pennell הארי פנל Harry Potter הארי פוטר Harry Potter ספר:הארי פוטר Harry Potter פורטל:הארי פוטר Harry Potter קטגוריה:הארי פוטר Harry Potter קטגוריה:סרטי הארי פוטר Harry Potter תבנית:הארי פוטר Harry Potter and the Chamber of Secrets הארי פוטר - משחקים#הארי פוטר וחדר הסודות Harry Potter and the Chamber of Secrets הארי פוטר וחדר הסודות Harry Potter and the Chamber of Secrets movie.jpg קובץ:Harry.jpg Harry Potter and the Deathly Hallows הארי פוטר ואוצרות המוות Harry Potter and the Deathly Hallows – Part 1 הארי פוטר ואוצרות המוות Harry Potter and the Forbidden Journey הארי פוטר והמסע האסור Harry Potter and the Goblet of Fire הארי פוטר וגביע האש Harry Potter and the Half-Blood Prince הארי פוטר - משחקים Harry Potter and the Half-Blood Prince הארי פוטר והנסיך חצוי-הדם Harry Potter and the Order of the Phoenix הארי פוטר ומסדר עוף החול Harry Potter and the Philosopher's Stone הארי פוטר - משחקים#הארי פוטר ואבן החכמים Harry Potter and the Philosopher's Stone הארי פוטר ואבן החכמים Harry Potter and the Prisoner of Azkaban הארי פוטר והאסיר מאזקבאן Harry Potter books קטגוריה:ספרי הארי פוטר Harry Potter characters קטגוריה:דמויות מהארי פוטר Harry Potter in translation תרגומי הארי פוטר Harry Redknapp הארי רדנאפ Harry Reid הארי ריד Harry Sacher הארי סאקר Harry Shearer הארי שירר Harry Stack Sullivan הארי סטאק סאליבן Harry Truman הארי טרומן Harry Truman קטגוריה:הארי טרומן Harry Truman Little White House הבית הלבן הקטן של הארי טרומן Harry Warner הארי וורנר Harry Winter הורסט וינטר Harry Zvi Tabor צבי תבור Harry's Bar הארי'ז בר Harrypotter5-roomofrequirement.jpg תמונה:Order4.jpg Harshad number מספר הרשאד Hart הארט Hart Bochner הארט בוצ'נר Hart Crane הארט קריין Hart Memorial Trophy גביע הארט Hart of Dixie חשיפה לדרום Hartal הרתאל Hartebeest בובאל איילי Hartford הרטפורד Harthacnut הארדיקאנוט Hartlaub's bustard חובת הארטלוב Hartlaub's duck ברווז הארטלוב Hartlepool and Whitby Raid on Scarborough הרטליפול וויטבי הפשיטה על סקרבורו Hartman High School תיכון הרטמן Hartmann von Aue הרטמן פון אואה Hartmut Briesenick הרטמוט בריזניק Hartmut Michel הארטמוט מישל Hartogs number מספר הרטוגס Hartree–Fock method שיטת הרטרי-פוק Hartsfield–Jackson Atlanta International Airport נמל התעופה הבינלאומי הרטספילד-ג'קסון אטלנטה Hartuv הר-טוב Haruki Murakami הארוקי מורקמי Harukichi Hyakutake הארוקיצ'י היאקוטאקה Harun al-Rashid הארון א-רשיד Harutzim חרוצים Harvard הרווארד Harvard Law School בית הספר למשפטים בהרווארד Harvard Mark I הרווארד סימן 1 Harvard University אוניברסיטת הרווארד Harvard University קטגוריה:אוניברסיטת הרווארד Harvard University alumni קטגוריה:בוגרי אוניברסיטת הרווארד Harvard University faculty קטגוריה:סגל אוניברסיטת הרווארד Harvard architecture ארכיטקטורת הרווארד Harvard citation תבנית:Harv Harvard citation no brackets תבנית:Harvnb Harvest Harvest Harvest אסיף Harvest בציר Harvestmen קטגוריה:קוצרים Harvey הארווי Harvey Ball הארווי בל Harvey Beaks הארווי ביקס Harvey Brooks הרווי ברוקס Harvey Cushing הארווי קושינג Harvey Fierstein הארווי פירסטיין Harvey Keitel הארווי קייטל Harvey Korman הארווי קורמן Harvey Milk הארווי מילק Harvey Milk Day יום הארווי מילק Harvey Pekar הארווי פיקאר Harvey Prize פרס הארווי Harvey Wallbanger הארווי וולבנגר Harvey's duiker צביון הארווי Harvie Krumpet הרווי קראמפט Haryana הריאנה Haryana קטגוריה:הריאנה Harz הרי הארץ Hasa of Eshtemoa חסא דאשתמוע Hasamba חסמבה Hasamba 3G חסמבה דור 3 Hasan Abu Zaid חסן אבו זייד Hasan Salama חסן סלאמה Hasan Salihamidžić חסן סליהמיצ'יץ' Hasan Tahsin חסן טהסין Hasan Turkmani חסן עלי טורקמאני Hasan al-Askari חסן אל-עסכרי Hasan ibn Ali חסן בן עלי Hasan Şaş חסן שאש Hasapiko חסאפיקו Hasbani River נחל שניר Hasbaya חאצביא Hasbro הסברו Hasdai Crescas חסדאי קרשקש Hasdai ibn Shaprut חסדאי אבן שפרוט Hasdrubal עזרובעל Hasdrubal Barca עזרובעל ברקה Hasdrubal Gisco עזרובעל Hasdrubal the Fair עזרובעל המפואר Haseki sultan האסקי סולטאן Hasely Crawford הייזלי קרופורד Hash browns האש בראונס Hash function פונקציית גיבוב Hash functions קטגוריה:פונקציות גיבוב Hash table טבלת גיבוב Hasheem Thabeet האשים ת'אביט Hashem Mahameed האשם מחאמיד Hashem el-Tarif ג'בל חשם א-טריף Hashemites השושלת ההאשמית Hashim Thaçi האשים טאצ'י Hashim al-Atassi האשם אל-אתאסי Hashimoto's thyroiditis השימוטו תירואידיטיס Hashira Island השירג'ימה Hashish חשיש Hashiwokakero גשרים Hashmira חברת השמירה Hashmonaim חשמונאים Hashomer השומר Hashomer Hatzair השומר הצעיר Hashomer Hatzair Workers Party of Palestine מפלגת פועלים השומר הצעיר Hashtag האשטאג Hasib Sabbagh חסיב סבאג Hasid חסיד Hasidic Judaism קטגוריה:חסידות Hasidic Judaism תנועת החסידות Hasidic Judaism in the United States קטגוריה:חסידות בארצות הברית Hasidic clothing קטגוריה:לבוש חרדי Hasidic dynasties קטגוריה:חצרות חסידיות Hasidic dynasties by country of ancestral origin תבנית:חסידויות Hasidic literature קטגוריה:ספרי חסידות Hasidic music קטגוריה:מוזיקה חסידית Hasidic rabbis קטגוריה:רבנים חסידיים Hasidic rebbes קטגוריה:אדמו"רים Hasidic rosh yeshivas קטגוריה:ראשי ישיבות חסידיים Hasidic singers קטגוריה:זמרים חסידיים Hasidim קטגוריה:חסידים Haskalah קטגוריה:תנועת ההשכלה היהודית Haskalah תנועת ההשכלה היהודית Haskell Haskell Haskell Wexler הסקל וקסלר Haskovo חאסקובו Haskovo Province חאסקובו Hasmonea Lwów חשמונאי לבוב Hasmonean dynasty ממלכת החשמונאים Hasmonean dynasty קטגוריה:חשמונאים Hasmonean royal winter palaces ארמונות החורף ואחוזת המלך ביריחו Haspin חיספין Hassall's corpuscles גופיפי הסל Hassan חסן Hassan Ali Mansur חסן עלי מנצור Hassan Bek Mosque מסגד חסן בק Hassan Firouzabadi סייד חסן פירוזאבאדי Hassan II Mosque מסגד חסן השני Hassan II of Morocco חסן השני Hassan Izz-Al-Din חסן עז-א-דין Hassan Mosque מסגד חסן Hassan Nasrallah חסן נסראללה Hassan Rouhani חסן רוחאני Hassan Sattar חסאן סאטר Hassan Shateri חסן שאטרי Hassan Sheikh Mohamud חסן שייח' מחמוד Hassan Tehrani Moghaddam חסן טהרני מוקדם Hassan Tower מגדל חסן Hassan Tuhami חסן תוהאמי Hassan Whiteside חסן וייטסייד Hassan Yebda חסן ייבדה Hassan Yousef חסן יוסף ח'ליל Hassan al-Banna חסן אל-בנא Hassan al-Laqqis חסן א-לקיס Hassan-Ali Mansur חסן עלי מנצור Hassan-i Sabbah חסן בן אל-צבאח Hassanal Bolkiah סולטאן ברוניי חסן אל-בולקיה Hasse diagram דיאגרמת הסה Hasselblad Award פרס הסלבלד Hassiba Boulmerka חסיבה בולמרכה Hassium האסיום Hassler הסלר Hasso von Manteuffel האסו פון מנטויפל Hassuna culture תרבות חסונה Hasta האסטה Hastati האסטאטים Hastings הייסטינגס Hastings Banda הייסטינגס באנדה Hasty generalization הכללה חפוזה Hasun ben Mashiach חסן בן משיח Hasya Drori חסיה דרורי Hat כובע Hat Yai האד-יאי Hat-trick שליפת ארנב מכובע Hatashe/The Causes behind child labor in Bangladesh העסקת ילדים Hatata זרע יעקב Hatay האטיי Hatay Archaeology Museum המוזיאון הארכאולוגי של האטיי Hatay State מדינת האטיי Hatching Pete פיט בוקע מהביצה Hatchling אבקוע Hate That I Love You Hate That I Love You Hate crime פשע שנאה Hate crime קטגוריה:פשעי שנאה Hate crimes קטגוריה:קורבנות פשעי שנאה Hate speech הסתה Hatem Abd Elhamed חאתם עבד אלחמיד Hatem Ben Arfa חאתם בן ערפה Hatem Trabelsi חאתם טרבלסי Hatf-VIII חאטף-8 Hatfield–McCoy feud סכסוך הטפילד-מק'קוי Hathaway האת'וויי Hathi קולונל האטי Hathor חתחור Hatice Sultan חדיג'ה סולטאן Hatikva התקווה - מפלגה ציונית לאומית Hatikva 6 התקווה 6 Hatikva Neighborhood Stadium אצטדיון שכונת התקווה Hatikva Quarter שכונת התקווה Hatikvah התקווה Hatnuah התנועה Hatnuah politicians קטגוריה:פעילי התנועה Hatomim התמים Hatra חאטרה Hatred קטגוריה:שנאה Hatred שנאה Hatrurim Formation תצורת חתרורים Hats קטגוריה:כובעים Hatshepsut חתשפסות Hatsune Miku האטסונה מיקו Hattians חאתים Hattie McDaniel האטי מקדניאל Hattie Morahan האטי מוראהן Hattifattener השמנטפים Hatto0467 משתמש:Hatto Hattrick האטריק Hattusa חתושש Hattusili חתושיליש Hattusili I חתושיליש הראשון Hattusili III חתושיליש השלישי Hatuel חטואל Hatuey אטואי Hatutu האטוטו Hatzav חצב Hatzerim חצרים Hatzerim Airbase בסיס חצרים Hatzeva חצבה Hatzohar ברית הציונים הרוויזיוניסטים Hatzor חצור אשדוד Hatzor Airbase בסיס חצור Hatzor HaGlilit חצור הגלילית Haud האאד Haumea האומיה Haunted Honeymoon ירח דבש מכושף Haunted Mansion הטירה המכושפת Hauptamt Volksdeutsche Mittelstelle משרד רווחה ראשי לגרמנים אתניים Hauptmann האופטמן Hauran חורן Haus der Kulturen der Welt בית תרבויות העולם Haus der Kunst המשכן לאמנות במינכן Hausa האוסה Hausa language האוסה Hausa people שבט האוסה Hausdorff dimension ממד האוסדורף Hausdorff maximal principle עקרון המקסימום של האוסדורף Hausdorff space מרחב האוסדורף Hauser's law חוק האוזר Hausmann האוסמן Haussa genet גחן האוסה Haussmann's renovation of Paris תוכנית אוסמן להתחדשות פריז Haut-Rhin או-רן Haut-Rhin קטגוריה:או-רן Haut-Rhin Munster מונסטר Haut-Rhin Saint-Louis סן-לואי Haute couture הוט קוטור Haute-Corse קורסיקה עילית Haute-Garonne גארון עילית Haute-Nendaz אוט-ננדה Haute-Savoie סבואה עילית Hautes-Alpes האלפים העליונים Hauts-de-France נור-פה דה קאלה-פיקרדי Hauts-de-Seine קטגוריה:רמות הסן Hauts-de-Seine רמות הסן Hauyne האיאין Hava Nagila הבה נגילה Hava Siegelmann חוה זיגלמן Havaianas הואיאנאס Havana הוואנה Havana קטגוריה:הוואנה Havana Cathedral הקתדרלה של הוואנה Havana Colon Cemetery בית העלמין קולון Havana Malecón מאלקון Havana Moon Havana Moon Havanna הוואנה Havasupai הוואסופאי Havat Gilad רשימת מאחזים#חוות גלעד Havat Shikmim חוות שקמים Havat Skali מאחזים#חוות סקאלי Havatzalot Program תוכנית חבצלות Havatzelet HaSharon חבצלת השרון Havdalah הבדלה Haveli הוואלי Havelock משתמש:Havelock Havelock Ellis הבלוק אליס Havilah חוילה Having Fun with Elvis on Stage Having Fun with Elvis on Stage Havis1/Montessori method שיטת מונטסורי Haviv חביב Haviv Shimoni חביב שמעוני Haviva Reik חביבה רייק Havlagah מדיניות ההבלגה Havlin הבלין Havnar Bóltfelag הבנר בולטפלאג Havok האבוק Havoth-Jair חות יאיר Havruta חברותא - הומואים דתיים Havryshivka Vinnytsia International Airport נמל התעופה ויניצה גברישובקה Hawaii הוואי Hawaii קטגוריה:הוואי Hawaii תבנית:הוואי Hawaii Diamond Head דאימונד הד Hawaii Five-O הוואי חמש-אפס Hawaii Hawaii County מחוז הוואי Hawaii Hilo הילו Hawaii Honolulu County מחוז הונולולו Hawaii Kahului קאהולואי Hawaii Kaneohe קאנאוהה Hawaii Kapaa קאפאה Hawaii Kaunakakai קאונקאקאי Hawaii Lanai City לאנאי Hawaii Lihue ליהואה Hawaii Maui County מחוז מאווי Hawaii Pearl City פרל סיטי Hawaii Waipahu ואיפאהו Hawaii counties קטגוריה:הוואי: מחוזות Hawaiian Airlines הוויאן איירליינס Hawaiian language הוואית Hawaiian monk seal כלב ים נזירי הוואי Hawaiite הוואיט Hawaij חוויאג' Hawaiʻi Volcanoes National Park הפארק הלאומי הרי הגעש של הוואי Hawar Islands איי חוואר Hawayo Takata הוואיו טקאטה Hawk הוק Hawk and Dove הנץ והיונה Hawke's Bay Region הוקס ביי Hawker סוחר רחוב Hawker Fury הוקר פיורי Hawker Hart הוקר הארט Hawker Hector הוקר הקטור Hawker Hind הוקר היינד Hawker Hunter הוקר הנטר Hawker Hunter Tower Bridge incident תקרית הטיסה בגשר מצודת לונדון Hawker Hurricane הוקר הוריקן Hawker Siddeley הוקר סידלי Hawker Siddeley Harrier הוקר סידלי הרייר Hawkeye הוקאיי Hawkgirl הוקגירל Hawking הוקינג Hawking radiation קרינת הוקינג Hawkins הוקינס Hawkman הוקמן Hawks הוקס Hawksbill sea turtle צב ים קרני Hawley הוואלי Haworth projection היטל הוורת' Hawsha הושה Hawthorne הות'ורן Hawthorne effect אפקט הות'ורן Hay חציר Hay-on-Wye היי-און-וואי Haya Harareet חיה הררית Haya831 משתמש:Haya831 Hayabusa היאבוסה Hayabusa 2 היאבוסה 2 Hayao Miyazaki הייאו מיאזאקי Hayao Miyazaki תבנית:יצירות הייאו מיאזאקי Hayashi track מסלול הייאשי Hayato Ikeda האיאטו איקדה Haycraft Commission ועדת הייקראפט Haydar חיידר Hayden היידן Hayden Christensen היידן כריסטנסן Hayden Paddon היידן פאדון Hayden Panettiere היידן פנטייר Hayden Planetarium פלנטריום היידן Haydn and folk music היידן ומוזיקת עם Hayes הייז Hayes administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל רתרפורד הייז Hayflick limit גבול הייפליק Hayim Association עמותת חיים Hayim David HaLevi חיים דוד הלוי Hayim Hillel Ben-Sasson חיים הלל בן-ששון Hayim Nahman Bialik חיים נחמן ביאליק Hayim Tadmor חיים תדמור Hayley Atwell היילי אטוול Hayley Mills היילי מילס Hayley Westenra היילי וסטנרה Hayley Williams היילי ויליאמס Haym Salomon חיים סולומון Haym Soloveitchik חיים סולובייצ'יק Haymanot היימנות Haymarket היימרקט Haymarket Theatre תיאטרון היימרקט Haymarket affair מהומות היימרקט Hayne van Ghizeghem היינה ואן חיזכם Haynes היינס Haynt היינט Hayom Shehaya היום שהיה Hayom Yom היום יום Hayoth חיות Hayreddin Barbarossa ח'יר א-דין Haywood הייווד Hayyim Abraham Israel ben Benjamin Ze’evi אברהם ישראל זאבי Hayyim Jonah Gurland חיים יונה גורלנד Hayyim Mordecai Margolioth חיים מרדכי מרגליות Hayyim Selig Slonimski חיים זליג סלונימסקי Hayyim Tyrer חיים טירר Hayyim ben Jacob Abulafia חיים אבולעפיה Hayyim ben Joseph Vital חיים ויטאל Hazael חזאל Hazaras הזארה Hazard analysis and critical control points HACCP Hazard and operability study HAZOP Hazarmaveth חצרמות Haze אובך Hazel McCallion הייזל מקקליון Hazelelponi הצללפוני Hazelnut אגוז לוז Hazelorb/Time zone אזור זמן Hazem Al Beblawi חאזם אל-בבלאווי Hazem Salah Abu Ismail חאזם סלאח אבו איסמעיל Hazen–Williams equation משוואת היזן ויליאמס Hazfi Cup גביע חאזפי Hazing זובור Hazit HaAm חזית העם Hazor חצור Hazret Sovmen חאזרת סובמן Hazza' al-Majali היזאע אל-מג'אלי Hazzan חזנות Hazzans קטגוריה:חזנים Haïm Brezis חיים ברזיס Haïm Capoussi Synagogue בית הכנסת כפוסי Haïm Korsia חיים קורסיה Haïm Ulliel חיים אוליאל Hdpl/sandbox דה נשיונל He הי He Kexin חה קשין He Lives in You הוא חי בכם He's Just Not That Into You הוא פשוט לא בקטע שלך He-Man and the Masters of the Universe הי-מן ושליטי היקום He-l-en1959/test3 רובוטריקים ארמדה He-l-en1959/test4 רובוטריקים ארמדה HeHalutz החלוץ HeLa תאי הילה HeLg משתמש:HeLg Head ראש Head & Shoulders הד אנד שולדרס Head injury פגיעת ראש Head louse כינת הראש Head of David הד אוף דייוויד Head of state ראש מדינה Head of the Commonwealth ראש חבר העמים Head stand עמידת ראש Head teacher מנהל בית ספר Head transplant השתלת ראש Head-Smashed-In Buffalo Jump הד סמאשד אין Head-end power קרון כוח Head-up display תצוגה עילית Headache כאב ראש Headbanging הד באנגינג Header תקורה Headgear כיסוי ראש Headgear קטגוריה:כיסויי ראש Headlands קטגוריה:לשונות יבשה Headlands of Antarctica קטגוריה:אנטארקטיקה: לשונות יבשה Headlands of Greece קטגוריה:יוון: לשונות יבשה Headless Cross Headless Cross Headphones אוזניות Headquarters מפקדה Headquarters of the United Nations בניין האומות המאוחדות Heads of Government of Andorra קטגוריה:ראשי ממשלת אנדורה Heads of Shin Bet תבנית:ראשי שירות הביטחון הכללי Heads of State of Romania תבנית:נשיאי רומניה Heads of State of South Africa תבנית:נשיאי דרום אפריקה Heads of government of France תבנית:ראשי ממשלת צרפת Heads of government of Russia קטגוריה:ראשי ממשלת רוסיה Heads of state קטגוריה:שליטי ארצות Heads of state by country קטגוריה:שליטי ארצות לפי מדינה Heads of state of Egypt קטגוריה:שליטי מצרים Heads of state of Hungary קטגוריה:שליטים הונגרים Heads of state of Mali קטגוריה:נשיאי מאלי Heads of state of Poland קטגוריה:שליטי פולין Heads of state of Sweden קטגוריה:שליטי שוודיה Heads of state of Syria קטגוריה:שליטי סוריה Heads of the Communist Party of the Soviet Union קטגוריה:שליטי ברית המועצות Headsail מפרש קדמה Headstart הדסטארט Headstone מצבה Headstrong Headstrong Headward erosion סחיפה לאחור Heal Heal Heal the World Heal the World Healkids משתמש:דר. צבי Health בריאות Health נקודות פגיעה Health קטגוריה:בריאות Health by continent קטגוריה:בריאות ורפואה לפי יבשות Health by country קטגוריה:בריאות ורפואה לפי מדינה Health care companies קטגוריה:חברות רפואיות Health care in Israel מערכת הבריאות בישראל Health care reform in the United States הרפורמה בשירותי הבריאות בארצות הברית Health deities קטגוריה:אלילי בריאות Health economics קטגוריה:כלכלת בריאות Health education חינוך לבריאות Health effects of caffeine השפעות בריאותיות של קפאין Health effects of tobacco השפעות בריאותיות של עישון טבק Health goddesses קטגוריה:אלות בריאות Health gods קטגוריה:אלי בריאות Health in Africa קטגוריה:אפריקה: בריאות ורפואה Health in Argentina קטגוריה:ארגנטינה: בריאות ורפואה Health in Asia קטגוריה:אסיה: בריאות ורפואה Health in Australia קטגוריה:אוסטרליה: בריאות ורפואה Health in Austria קטגוריה:אוסטריה: בריאות ורפואה Health in Belgium קטגוריה:בלגיה: בריאות ורפואה Health in Brazil קטגוריה:ברזיל: בריאות ורפואה Health in Chile קטגוריה:צ'ילה: בריאות ורפואה Health in Denmark קטגוריה:דנמרק: בריאות ורפואה Health in Europe קטגוריה:אירופה: בריאות ורפואה Health in France קטגוריה:צרפת: בריאות ורפואה Health in Germany קטגוריה:גרמניה: בריאות ורפואה Health in Greece קטגוריה:יוון: בריאות ורפואה Health in Iraq קטגוריה:עיראק: בריאות ורפואה Health in Israel קטגוריה:ישראל: בריאות ורפואה Health in Italy קטגוריה:איטליה: בריאות ורפואה Health in Latvia קטגוריה:לטביה: בריאות ורפואה Health in North America קטגוריה:אמריקה הצפונית: בריאות ורפואה Health in Oceania קטגוריה:אוקיאניה: בריאות ורפואה Health in Poland קטגוריה:פולין: בריאות ורפואה Health in Romania קטגוריה:רומניה: בריאות ורפואה Health in Russia קטגוריה:רוסיה: בריאות ורפואה Health in South Africa קטגוריה:דרום אפריקה: בריאות ורפואה Health in Spain קטגוריה:ספרד: בריאות ורפואה Health in Switzerland קטגוריה:שווייץ: בריאות ורפואה Health in Ukraine קטגוריה:אוקראינה: בריאות ורפואה Health in the Netherlands קטגוריה:הולנד: בריאות ורפואה Health in the Palestinian territories קטגוריה:הרשות הפלסטינית: בריאות ורפואה Health in the United Kingdom קטגוריה:בריטניה: בריאות ורפואה Health in the United States קטגוריה:ארצות הברית: בריאות ורפואה Health informatics מידענות רפואית Health insurance ביטוח בריאות Health maintenance organization קופת חולים Health ministers קטגוריה:שרי בריאות Health ministers of Cyprus קטגוריה:שרי הבריאות של קפריסין Health ministries קטגוריה:משרדי בריאות Health professional מקצועות הרפואה Health sciences קטגוריה:מדעי הרפואה Health software קטגוריה:תוכנות בריאות Health stubs קטגוריה:קצרמר בריאות Health-related user templates קטגוריה:ויקיפדיה - משתמש - בריאות Healthcare occupations קטגוריה:מקצוע הרפואה Heap Heap Heap ערימה Heaps קטגוריה:ערימה Heapsort מיון ערימה Hear No Evil See No Evil לא ראיתי לא שמעתי Heard 'Em Say Heard 'Em Say Heard Island and McDonald Islands האי הרד ואיי מקדונלד Hearing קטגוריה:שמיעה Hearing שימוע Hearing שמיעה Hearing aid מכשיר שמיעה Hearing loss לקות שמיעה Hearsay עדות מפי השמועה Hearst הרסט Hearst Tower מגדל הרסט Hearst papyrus פפירוס הרסט Heart הארט Heart הלב Heart לב Heart קטגוריה:לב Heart Attack Heart Attack Heart Touch Production עולם Heart diseases קטגוריה:מחלות לב Heart failure אי-ספיקת לב Heart murmur איוושה Heart of Darkness לב המאפליה Heart of Lions F.C. players קטגוריה:כדורגלני הארט אוף ליונס Heart of Midlothian F.C. הארט אוף מידלות'יאן Heart of Midlothian F.C. players קטגוריה:כדורגלני הארטס Heart of Neolithic Orkney לב אורקני הנאוליתית Heart of Oak Heart of Oak Heart of a Dog לב כלב Heart of palm לבבות דקל Heart sounds קולות הלב Heart valve מסתמי הלב Heart-burial קבורת הלב בנפרד מהגוף Heartbeat פעימת לב Heartbreak High תיכון הלבבות השבורים Heartbreak Ridge המקצוע: לוחם Heartburn צרבת Heartless Heartless Hearts לבבות Hearts תבנית:לב Heat היט Heat חום Heat Wave גל חום Heat capacity קיבול חום Heat death of the universe מות החום של היקום Heat engine מנוע חום Heat equation משוואת החום Heat exchanger מחליף חום Heat illness תשישות חום Heat pump משאבת חום Heat rub היט רב Heat shield מגן חום Heat shock protein חלבון עקת חום Heat sink צלעות קירור Heat therapy תרמותרפיה Heat transfer מעבר חום Heat wave גל חום Heat-affected zone אזור מושפע מחום Heath Ledger הית' לדג'ר Heathen Heathen Heathen Chemistry.jpg תמונה:HeathenChemistryOasisalbumcover.jpg Heather Graham הת'ר גראהם Heather Greenwood הת'ר גרינווד Heather Harper התר הרפר Heather Locklear הת'ר לוקליר Heather Morris הת'ר מוריס Heather Nova הת'ר נובה Heather O'Reilly הת'ר או'ריילי Heather O'Rourke הת'ר אורורק Heather Sears הת'ר סירס Heathrow Airport נמל התעופה לונדון הית'רו Heathrow Express הית'רו אקספרס Heating קטגוריה:חימום Heating element גוף חימום Heaton היטון Heave offering תרומה גדולה Heaven עולם הבא Heaven & Hell Heaven & Hell Heaven Can Wait השמיים יכולים לחכות Heaven and Hell Heaven & Hell Heaven and Hell Heaven and Hell Heaven's Gate שער גן עדן Heaven's Gate שערי החופש Heavenly Creatures יצורים שמימיים Heaviside step function פונקציית מדרגה Heaviside's dolphin דולפין דרום-אפריקאי Heavy Horses Heavy Horses Heavy Weather Heavy Weather Heavy cavalry פרש כבד Heavy cruiser סיירת כבדה Heavy equipment ציוד מכני הנדסי Heavy infantry חיל רגלים כבד Heavy metal מתכות כבדות Heavy metal פורטל:הבי מטאל Heavy metal albums קטגוריה:אלבומי מטאל Heavy metal genres קטגוריה:סגנונות מטאל Heavy metal music הבי מטאל Heavy metal musical groups קטגוריה:להקות מטאל Heavy metal musicians קטגוריה:מוזיקאי מטאל Heavy metal songs קטגוריה:שירי מטאל Heavy metal subculture מטאליסט Heavy tanks קטגוריה:טנקים כבדים Heavy wait/sandbox האקטיביזם Heavy water מים כבדים Heavy-lift ship אוניית מטען כבד Heavy-tailed distribution התפלגות זנב עבה Heazlewoodite הייזלוודיט Hebat חבת Hebe הבה Hebei חביי Hebei China Fortune F.C. players קטגוריה:כדורגלני חביי סין פורטון Hebraic law חוקי התורה Hebraists קטגוריה:הבראיסטים Hebraization of surnames עברות Hebrew עברי Hebrew Bible קטגוריה:תנ"ך Hebrew Bible battles קטגוריה:מלחמות בתנ"ך Hebrew Bible chapters קטגוריה:חלוקת התנ"ך Hebrew Bible events קטגוריה:סיפורי התנ"ך Hebrew Bible manuscripts קטגוריה:כתבי יד עתיקים של התנ"ך Hebrew Bible nations קטגוריה:עמים הנזכרים בתנ"ך Hebrew Bible people קטגוריה:אישים בתנ"ך Hebrew Bible places קטגוריה:אתרי המקרא Hebrew Bible stubs קטגוריה:קצרמר תנ"ך Hebrew Bible words and phrases קטגוריה:ניבים וביטויים תנ"כיים Hebrew Book Week שבוע הספר העברי Hebrew Cemetery בית הקברות העברי Hebrew Communists הקומוניסטים העבריים Hebrew Melodies מנגינות עבריות Hebrew Reali School בית הספר הריאלי Hebrew Scouts Movement in Israel הצופים העבריים Hebrew Socialist Union in London אגודת הסוציאליסטים העברים Hebrew Union College faculty קטגוריה:סגל היברו יוניון קולג' Hebrew Union College-Jewish Institute of Religion היברו יוניון קולג' Hebrew University Secondary School התיכון ליד האוניברסיטה Hebrew University Stadium אצטדיון גבעת רם Hebrew University bombing הפיגוע באוניברסיטה העברית Hebrew University of Jerusalem האוניברסיטה העברית בירושלים Hebrew University of Jerusalem קטגוריה:האוניברסיטה העברית בירושלים Hebrew University of Jerusalem The Nature Park & Galleries גבעת רם שדרות טבע וגלריות Hebrew University of Jerusalem alumni קטגוריה:בוגרי האוניברסיטה העברית Hebrew University of Jerusalem faculty קטגוריה:סגל האוניברסיטה העברית בירושלים Hebrew Wikipedia ויקיפדיה העברית Hebrew Writers Association in Israel אגודת הסופרים העברים במדינת ישראל Hebrew abbreviations ראשי תיבות Hebrew alphabet אלפבית עברי Hebrew alphabet קטגוריה:אלפבית עברי Hebrew calendar הלוח העברי Hebrew calendar קטגוריה:הלוח העברי Hebrew dictionaries קטגוריה:מילונים עבריים Hebrew grammar קטגוריה:דקדוק עברי Hebrew inscriptions קטגוריה:כתובות עבריות Hebrew keyboard מקלדת עברית Hebrew labor עבודה עברית Hebrew language עברית Hebrew language קטגוריה:עברית Hebrew literature ספרות עברית Hebrew literature קטגוריה:ספרות עברית Hebrew manuscripts קטגוריה:כתבי יד עבריים Hebrew numerals ספרות עבריות Hebrew poetry שירה עברית Hebrew slang קטגוריה:סלנג עברי Hebrew spelling כתיב עברי Hebrew typefaces קטגוריה:גופנים עבריים Hebrew words and phrases קטגוריה:ניבים וביטויים עבריים Hebrew words and phrases in the Hebrew Bible קטגוריה:מילים בתנ"ך Hebrew-language albums קטגוריה:אלבומים עבריים Hebrew-language encyclopedias קטגוריה:אנציקלופדיות בשפה העברית Hebrew-language films קטגוריה:סרטים בעברית Hebrew-language newspapers קטגוריה:עיתונות עברית Hebrew-language playwrights קטגוריה:מחזאים עבריים Hebrew-language poets קטגוריה:משוררים עבריים Hebrew-language singers קטגוריה:זמרים השרים בעברית Hebrew-language songs קטגוריה:שירים עבריים Hebrew-language writers קטגוריה:סופרים עבריים Hebrewnumberspunc.PNG תמונה:Hebrewnumberspunc1.PNG Hebrews עברים Hebrew–English translators קטגוריה:מתרגמים מעברית לאנגלית Hebrides האיים ההברידיים Hebrides קטגוריה:האיים ההברידיים Hebrides תבנית:האיים ההברידיים Hebron חברון Hebron קטגוריה:חברון Hebron Dura דורא Hebron Governorate קטגוריה:נפת חברון Hebron Old Jewish cemetery בית העלמין העתיק בחברון Hebron University אוניברסיטת חברון Hebron Yatta יטא Hebron Yeshiva ישיבת חברון כנסת ישראל Hebron shooting incident פרשת הירי במחבל בחברון Hecataeus הקטאיוס Hecataeus of Abdera הקטאיוס איש אבדרה Hecataeus of Miletus הקטאיוס ממילטוס Hecate הקטה Hecatomnus הקאטומנוס Hechal Yehuda Synagogue בית הכנסת היכל יהודה Hechalutz החלוץ Hechingen הכינגן Hecht הכט Hecht Museum מוזיאון הכט Hecht Synagogue בית הכנסת הר הצופים Heck הק Heckel הקל Hecker הקר Heckler & Koch G36 הקלר וקוך G36 Heckler & Koch MP5 MP5 Heckler & Koch MP7 MP7 Heckler & Koch P2000 הקלר וקוך P2000 Heckler & Koch PSG1 PSG1 Heckler & Koch UMP הקלר וקוך UMP Heckler & Koch USP USP Heckler & Koch VP70 הקלר וקוך VP70 Heckler & Koch firearms קטגוריה:כלי נשק של חברת הקלר וקוך Heckscher–Ohlin theorem מודל הקשר-אולין Hectare הקטאר Hector הקטור Hector Berlioz הקטור ברליוז Hector Guimard הקטור גימאר Hector Hammond הקטור האמונד Hector Malot הקטור מלו Hector de Maris הקטור דה מאריס Hector's beaked whale לווייתן מקור הקטור Hector's dolphin דולפין לבן ראש Hecuba הקובה Hed Arzi Music הד ארצי Hedda Gabler הדה גאבלר Hedeby הדבי Hedenbergite הדנברגיט Hedera קיסוס Hedera helix קיסוס החורש Hedge גידור Hedge fund קרן גידור Hedgehogs קטגוריה:קיפודיים Hedi Slimane הדי סלימאן Hedo Türkoğlu הידו טורקוגלו Hedonic regression מודל הדוני Hedonism נהנתנות Hedva Harechavi חדוה הרכבי Hedva and David חדוה ודוד Hedwig הדוויג Hedwig and the Angry Inch הדוויג והשארית העצבנית Hedy Bienenfeld הדי ביננפלד Hedy Lamarr הדי לאמאר Heeb Heeb Heel עקב Heerenveen הירנפיין Heerlen הירלן Hefer Valley Regional Council מועצה אזורית עמק חפר Hefer Valley Regional Council קטגוריה:מועצה אזורית עמק חפר Hefer Valley Regional Council תבנית:מועצה אזורית עמק חפר Heffalump פיל נפיל Hefsek taharah הפסק טהרה Heftsiba חפציבה דיור ואחזקות Heftziba חפציבה Hegai הגי Hege Riise האגה רייסה Hegemone הגמונה Hegemonic stability theory יציבות הגמונית Hegemony הגמוניה Hegesippus הגסיפוס Hegira הג'רה Heian period תקופת הייאן Heichal Shlomo היכל שלמה Heide Rosendahl היידה רוזנדהל Heidelberg היידלברג Heidelberg קטגוריה:היידלברג Heidelberg Tun חבית הבירה של היידלברג Heidelberg University אוניברסיטת היידלברג Heidelberg University faculty קטגוריה:סגל אוניברסיטת היידלברג Heidi היידי בת ההרים Heidi Albertsen היידי אלברטסן Heidi Fleiss היידי פליס Heidi Heitkamp היידי הייטקאמפ Heidi Klum היידי קלום Heidi Mohr היידי מוהר Heidi Montag היידי מונטאג Heidi Range היידי ראנג' Heidi Støre היידי סטור Heifetz חפץ Height גובה Height discrimination אפליה בגלל גובה Height finder גלאי גובה מכ"מי Heiji Rebellion מרד הייג'י Heike Drechsler הייקה דרקסלר Heike Friedrich הייקה פרידריך Heike Henkel הייקה הנקל Heike Kamerlingh Onnes האיקה קמרלינג אונס Heiko Herrlich הייקו הרליך Heiko Westermann הייקו וסטרמן Heilbronn היילברון Heilbronn Talheim טאלהיים Heilongjiang חיילונגג'יאנג Heim היים Heimann היימן Heimann Hariton Tiktin הימן טיקטין Heimann Joseph Michael חיים מיכל Heimat מולדת Heimdall היימדייל Heimdallr היימדייל Heimskringla מחזור העולם Hein היין Heineken Experience חוויית היינקן Heineken International היינקן Heine–Borel theorem משפט היינה-בורל Heine–Cantor theorem משפט קנטור לרציפות במידה שווה Heinkel היינקל Heinkel He 111 היינקל He 111 Heinkel He 177 היינקל He 177 Heinkel He 51 היינקל He 51 Heinlein Prize for Advances in Space Commercialization פרס היינליין Heinrich היינריך Heinrich Brüning היינריך ברינינג Heinrich Böll היינריך בל Heinrich Bünting היינריך בינטינג Heinrich Cornelius Agrippa היינריך קורנליוס אגריפה Heinrich Eberbach היינריך אברבאך Heinrich Finkelstein היינריך פינקלשטיין Heinrich Friedrich Karl vom und zum Stein ברון פום שטיין Heinrich Geißler היינריך גייסלר Heinrich Glarean היינריך גלאריאן Heinrich Graetz צבי גרץ Heinrich Grüber היינריך גריבר Heinrich Grünfeld היינריך גרינפלד Heinrich Heine היינריך היינה Heinrich Heine Prize פרס היינריך היינה Heinrich Hertz היינריך רודולף הרץ Heinrich Himmler היינריך הימלר Heinrich Hoffmann היינריך הופמן Heinrich Holk היינריך אולק Heinrich Ignaz Franz Biber היינריך איגנץ ביבר Heinrich Isaac היינריך איזאק Heinrich Kaspar Schmid היינריך קספאר שמיד Heinrich Kley היינריך קליי Heinrich Kohl היינריך קוהל Heinrich Lenz היינריך לנץ Heinrich Lichner היינריך ליכנר Heinrich Mann היינריך מאן Heinrich Marschner היינריך מארשנר Heinrich Müller היינריך מילר Heinrich Neuhaus היינריך נויהאוס Heinrich Otto Wieland היינריך אוטו וילנד Heinrich Quincke היינריך קווינקה Heinrich Rohrer היינריך רורר Heinrich Scheidemann היינריך שיידמן Heinrich Schenker היינריך שנקר Heinrich Schiff היינריך שיף Heinrich Schliemann היינריך שלימן Heinrich Schmidtgal היינריך שמידטגאל Heinrich Schwabe היינריך שוואבה Heinrich Schwarz היינריך שוורץ Heinrich Schönfeld היינריך שנפלד Heinrich Schütz היינריך שיץ Heinrich Sutermeister היינריך סוטרמייסטר Heinrich Tessenow היינריך טסנוב Heinrich Wagner היינריך וגנר Heinrich Wilhelm Ernst היינריך וילהלם ארנסט Heinrich Wilhelm Gottfried von Waldeyer-Hartz היינריך וילהלם ולדייר Heinrich Wilhelm Matthias Olbers היינריך וילהלם אולברס Heinrich Wilhelm Schott היינריך וילהלם שוט Heinrich Wolf היינריך וולף Heinrich Wölfflin היינריך ולפלין Heinrich Zille היינריך צילה Heinrich von Kleist היינריך פון קלייסט Heinrich von Stephan היינריך פון שטפן Heinrich von Treitschke היינריך פון טרייצ'קה Heinrich von Vietinghoff היינריך פון ויטינגהוף Heinrichs היינריקס Heintje Simons היינצ'ה Heinz היינץ Heinz Barmettler היינץ בארמטלר Heinz Bernard היינץ ברנרד Heinz Bongartz היינץ בונגארץ Heinz Fenchel היינץ פנחל Heinz Fischer היינץ פישר Heinz Flohe היינץ פלוהה Heinz Guderian היינץ גודריאן Heinz Hartmann היינץ הרטמן Heinz Hoffmann היינץ הופמן Heinz Holliger היינץ הוליגר Heinz Kessler היינץ קסלר Heinz Kohut היינץ קוהוט Heinz Lindner היינץ לינדנר Heinz Memorial Chapel קפלת הזיכרון של היינץ Heinz Steinitz היינץ שטייניץ Heinz Tiessen היינץ טיסן Heinz Ziegler היינץ ציגלר Heinz-Christian Strache היינץ כריסטיאן שטראכה Heirs apparent קטגוריה:יורשי עצר Heirs apparent who never acceded קטגוריה:יורשי עצר שלא זכו למלוך Heirs to the Scottish throne קטגוריה:יורשי עצר סקוטיים Heisei period תקופת הייסי Heisenberg model מודל הייזנברג Heisler הייזלר Heisman Trophy גביע הייזמן Heissler הייסלר Heitor Villa-Lobos הייטור וילה לובוס Hejaz חג'אז Hejaz Railway מסילת הרכבת החיג'אזית Hejazi Arabic ערבית חג'אזית Hekat הקאט Hekatonkheires הקאטונכרים Hekhalot literature ספרות ההיכלות והמרכבה Hekla הקלה Hel הל Hel Peninsula הל Hela הלה Helbo רבי חלבו Hele-Shaw flow זרימת הלה-שו Helemano בטון דרוך Helen Baxendale הלן בקסנדייל Helen Berman הלן ברמן Helen Clark הלן קלארק Helen DeWitt הלן דוויט Helen Dunmore הלן דנמור Helen Edmundson הלן אדמונדסון Helen Frankenthaler הלן פרנקנטלר Helen Hayes הלן הייז Helen Herron Taft הלן הרון טאפט Helen Hunt הלן האנט Helen Jenkins הלן ג'נקינס Helen Keller הלן קלר Helen Kirkpatrick הלן קירפטריק Helen MacInnes הלן מקאינס Helen McCrory הלן מקרורי Helen Megaw הלן מגאו Helen Mirren הלן מירן Helen Shapiro הלן שפירו Helen Singer Kaplan הלן זינגר קפלן Helen Stephens הלן סטיבנס Helen Suzman הלן סוזמן Helen Taussig הלן טאוסיג Helen Thomas הלן תומאס Helen Wills הלן וילס Helen of Greece and Denmark נסיכת יוון ודנמרק אלנה Helen of Troy הלנה Helena הלנה Helena פלוויה יוליה הלנה Helena Blavatsky הלנה בלבצקי Helena Bonham Carter הלנה בונהם קרטר Helena Christensen הלנה כריסטנסן Helena Kagan הלנה כגן Helena Nordheim הלנה קלוט-נורדהיים Helena Rakoczy הלנה רקוצקי Helena Rasiowa הלנה רסיובה Helena Roerich הלנה רוריך Helena Rubinstein הלנה רובינשטיין Helena of Adiabene הלני המלכה Helene Hanff הלין האנף Helene Madison הלן מדיסון Helene Mayer הלנה מאייר Helene Weigel הלנה וייגל Helenio Herrera הלניו הררה Heletz חלץ Heletz oil field שדה הנפט חלץ Heletz railway מסילת חלץ Helfgott הלפגוט Helga Deen הלגה דן Helge Løvland הלגה לובלנד Helge von Koch הלגה פון קוך Helianthus חמנית Helical scan סריקה לוליינית Helicase הליקאז Helichrysum sanguineum דם-המכבים האדום Helicidae קדמומיים Helicidae קטגוריה:קדמומיים Helicobacter pylori Helicobacter pylori Helicoid משטח בורגי Helicon Records הליקון Helicon double-layer thruster מנוע הליקון דו-שכבתי Helicopter מסוק Helicopter hieroglyphs הירוגליף המסוק מאבידוס Helicopter manufacturers קטגוריה:יצרני מסוקים Helicopters קטגוריה:מסוקים Helicoverpa armigera תנשמית האביב Heligoland הלגולנד Heligoland Bight מפרץ הלגולנד Helike הליקה Heliocentric orbit מסלול הליוצנטרי Heliocentrism המודל ההליוצנטרי Heliodorus הליודורוס Heliograph הליוגרף Heliography הליוגרפיה Heliopolis און Heliopolis הליופוליס Heliornithidae טמשניים Heliornithidae קטגוריה:טמשניים Helios הליוס Helios Airways Flight 522 טיסה 522 של הליוס איירווייז Heliosphere הליופאוזה Heliostat הליוסטט Heliothis peltigera תנשמית המורכבים Heliotrope הליוטרופ Helipad מנחת Helium הליום Helium flash הבזק הליום Helium planet כוכב לכת הליום Helium-3 הליום-3 Helix סליל Helix Nebula ערפילית הסליל Helix engaddensis שבלול השדה Helix pomatia שבלול רומי Helix texta שבלול החרמון Hell גיהנום Hell Creek Formation תצורת הל קריק Hell Gate Bridge גשר הל גייט Hell's Kitchen מטבחי הגיהנום Hell's Unleashed Hell's Unleashed Hell-Fire אש גיהנום Helladotherium הלדותריום Hellas Verona F.C. הלאס ורונה Hellas Verona F.C. players קטגוריה:כדורגלני הלאס ורונה Hellbender סלמנדרת ענק אמריקנית Hellboy הלבוי Hellbrunn Palace ארמון הלברון Hellburners ספינות התופת של אנטוורפן Helle Thorning-Schmidt הלה ת'ורנינג שמידט Hellenic Air Force חיל האוויר היווני Hellenic Armed Forces הצבא היווני Hellenic Army generals קטגוריה:גנרלים יוונים Hellenic Broadcasting Corporation תאגיד השידור היווני Hellenic Navy הצי היווני Hellenic Parliament הפרלמנט ההלני Hellenica Oxyrhynchia הלניקה מאוקסירינכוס Hellenism התרבות ההלניסטית Hellenistic Egyptians קטגוריה:מצרים הלניסטיים Hellenistic Greece יוון ההלניסטית Hellenistic Judaism יהדות הלניסטית Hellenistic armies לוחמה בתקופה ההלניסטית Hellenistic art אמנות הלניסטית Hellenistic civilization קטגוריה:התקופה ההלניסטית Hellenistic historiography קטגוריה:היסטוריוגרפיה יוון העתיקה Hellenistic period התקופה ההלניסטית Hellenistic period קטגוריה:העולם ההלניסטי Hellenistic-era people קטגוריה:יוונים הלניסטיים Hellenization התייוונות Heller הלר Hellerau הלראו Hellersdorf הלרסדורף Helles Memorial אנדרטת הליס Hellfire Club מועדון הלפייר Hellion הליון Hellmesberger Quartet רביעיית הלמסברגר Hellmuth Felmy הלמוט פלמי Hello Hello Hello הלו Hello Games Hello Games Hello Katy Tour Hello Katy Tour Hello Kitty הלו קיטי Helloween Helloween Hellraiser מעורר השאול Hells Angels Hells Angels Hellsing הלסינג Helmar Lerski הלמר לרסקי Helmbrechts הלמברכטס Helmer Hanssen הלמר האנסן Helmet קסדה Helmet-mounted display תצוגת קסדה עילית Helmeted guineafowl פנינייה Helmeted hornbill קלאו חום-ציצית Helmholtz coil סליל הלמהולץ Helmholtz equation משוואת הלמהולץ Helmholtz free energy אנרגיה חופשית של הלמהולץ Helmholtz resonance מהוד הלמהולץ Helminthology הלמינתולוגיה Helminths תולעים טפיליות Helmold הלמולד מבוזאו Helms הלמס Helmsman הגאי Helmstedt הלמשטדט Helmut Dantine הלמוט דנטין Helmut Gernsheim הלמוט גרנסהיים Helmut Haller הלמוט האלר Helmut Hirsch הלמוט הירש Helmut Hölzer הלמוט הולצר Helmut Jahn הלמוט יאן Helmut Kohl הלמוט קוהל Helmut Lotti הלמוט לוטי Helmut Newton הלמוט ניוטון Helmut Poppendick הלמוט פופנדיק Helmut Rahn הלמוט ראן Helmut Schmidt הלמוט שמידט Helmut Schön הלמוט שן Helmut Winklhofer הלמוט וינקלהופר Helmuth James Graf von Moltke הלמוט ג'יימס פון מולטקה Helmuth Schlömer הלמוט שלמר Helmuth Weidling הלמוט ויידלינג Helmuth von Moltke הלמוט פון מולטקה Helmuth von Moltke the Elder הלמוט פון מולטקה הזקן Helmuth von Moltke the Younger הלמוט פון מולטקה הצעיר Helmy Rafla חלמי רפלה Heloderma הלודרמיים Helodermatidae קטגוריה:הלודרמיים Helogale נמייה ננסית Helots הלוטים Helou חילו Help Me to Survive This Deadly Love My God עזור לי לשרוד את האהבה הקטלנית הזו אלי Help desk ויקיפדיה:דלפק ייעוץ Help! Help! Help! I'm a Fish הצילו! אני דג Helpmate מט עזר Helsingborg הלסינגבורג Helsingborgs IF הלסינגבורג Helsingborgs IF players קטגוריה:כדורגלני הלסינגבורג Helsingin Jalkapalloklubi ה.י.ק. הלסינקי Helsingin Jalkapalloklubi players קטגוריה:כדורגלני ה.י.ק. הלסינקי Helsinki הלסינקי Helsinki קטגוריה:הלסינקי Helsinki Accords הסכמי הלסינקי Helsinki Airport נמל התעופה הלסינקי-ונטה Helsinki Cathedral קתדרלת הלסינקי Helsinki Central railway station תחנת הרכבת של הלסינקי Helsinki Olympic Stadium האצטדיון האולימפי Helsinki Philharmonic Orchestra הפילהרמונית של הלסינקי Helsinki University of Technology אוניברסיטת הלסינקי לטכנולוגיה Helter Skelter Helter Skelter Helvetia הלווטיה Helvetic Airways הלווטיק איירווייז Helvetic Republic הרפובליקה ההלווטית Helvetii הלווטים Helwan חלואן Helwan HA-300 חלואן HA-300 Helwan University אוניברסיטת חלואן Helzel צוואר ממולא Helène Aylon הלן אילון Hema Malini המה מליני Heman הימן Hemangioma המנגיומה Hemanshu/sample אדוני השר כן Hematite המטיט Hematocrit המטוקריט Hematologic disease מחלות של מערכת הדם Hematologists קטגוריה:המטולוגים Hematology המטולוגיה Hematology קטגוריה:המטולוגיה Hematoma המטומה Hematopathology קטגוריה:המטופתולוגיה Hematopoietic stem cell niche גומחת תאי גזע Hematospermia המטוספרמיה Hematuria המטוריה Hemda Ben-Yehuda חמדה בן-יהודה Hemdat חמדת Hemdat Israel Synagogue בית הכנסת חמדת ישראל Heme הם Hemed חמד Hemel Hempstead המל המפסטד Hemi Doron חמי דורון Hemiacetal המיאצטל Hemicorporectomy המיקורפורקטומיה Hemimetabolism בעלי גלגול חסר Hemimorphite המימורפיט Hemin המין Hemingway family קטגוריה:משפחת המינגוויי Hemiola המיולה Hemiphractidae המיפרקטיים Hemiptera פשפשאים Hemiptera קטגוריה:פשפשאים Hemispatial neglect הזנחת צד Hemispheres Hemispheres Hemispheres of the Earth המיספירה Hemispherical combustion chamber מנוע המי Hemispherical resonator gyroscope HRG Hemlock Martinis/Liberal democracy דמוקרטיה ליברלית Hemoglobin המוגלובין Hemoglobins קטגוריה:המוגלובינים Hemolysin המוליזין Hemolysis המוליזה Hemolytic anemia אנמיה המוליטית Hemolytic disease of the newborn מחלת היילוד Hemoproteins קטגוריה:חלבונים בעלי קבוצת הם Hemorrhoid טחורים Hemorrhois nummifer זעמן מטבעות Hemorrhois ravergieri זעמן מזרחי Hemp oil שמן קנביס Hemsworth המסוורת' Hen חן Hen Azriel חן עזריאל Hen Dilmoni חן דילמוני Hen Ezra חן עזרא Hen Lippin חן ליפין Hen Wlad Fy Nhadau המנון ויילס Hen Yanni חן יאני Henadiy Boholyubov גנאדי בוגולובוב Henan חנאן Hendel הנדל Henderson הנדרסון Henderson Island הנדרסון Henderson–Hasselbalch equation משוואת הנדרסון-האסלבאך Hendricks הנדריקס Hendrie Krüzen הנדרי קרוזן Hendrik Brouwer הנדריק בראואר Hendrik Lorentz הנדריק לורנץ Hendrik Verwoerd הנדריק פרוורד Hendrik Willem Mesdag הנדריק וילם מסדאך Hendrik Willem van Loon הנדריק וילם ואן לון Henech Kon חנוך קון Heng Samrin הנג סמרין Henichesk הניצ'סק Henio Zytomirski הניו ז'יטומירסקי Henk Grol הנק חרול Henk Sneevliet הנק סנבליט Henkin הנקין Henna חינה Henna כופר לבן Hennadiy Kernes גנאדי קרנס Hennadiy Lytovchenko גנאדי ליטובצ'נקו Hennessey Venom GT הנסי ונום GT Hennessy הנסי Hennig הניג Henning Mankell הנינג מנקל Henning von Tresckow הנינג פון טרסקו Henny Eman הני אימן Henoch Leibowitz חנוך הניך ליבוביץ Henoch–Schönlein purpura ארגמנת על שם שונליין-הנוך Henodus הנודוס Henok Goitom הנוק גויטום Henophidia נחשים קמאים Henotheism הנותאיזם Henree הנרי Henri Anspach הנרי אנספך Henri Atlan הנרי אטלן Henri Barbusse אנרי ברביוס Henri Becquerel אנרי בקרל Henri Bergson אנרי ברגסון Henri Cartan אנרי קרטן Henri Cartier-Bresson אנרי קרטייה ברסון Henri Casadesus אנרי קאסאדסי Henri Charrière אנרי שרייר Henri Coandă אנרי קואנדה Henri Coandă International Airport נמל התעופה הבינלאומי בוקרשט אנרי קואנדה Henri Cochet אנרי קושה Henri Cohen הנרי כהן Henri Curiel הנרי קוריאל Henri Dentz אנרי פרנאן דנץ Henri Duparc אנרי דיפארק Henri Dutilleux אנרי דיטייה Henri Dès אנרי דס Henri Farman אנרי פרמן Henri Fayol אנרי פיול Henri Frankfort הנרי פרנקפורט Henri Friedlaender הנרי פרידלנדר Henri Gastaut אנרי גסטו Henri Giraud אנרי ז'ירו Henri Guisan אנרי גיזאן Henri I de Montmorency אנרי הראשון דה מונמורנסי Henri II de Montmorency אנרי השני דה מונמורנסי Henri La Fontaine אנרי לה פונטן Henri Lebesgue אנרי לבג Henri Matisse אנרי מאטיס Henri Moissan אנרי מואסאן Henri Nestlé אנרי נסטלה Henri Pirenne אנרי פירן Henri Poincaré אנרי פואנקרה Henri Pousseur אנרי פוסר Henri Rabaud אנרי ראבו Henri Reynders הנרי ריינדרס Henri Rousseau אנרי רוסו Henri Tomasi אנרי טומאזי Henri Torrès אנרי טורס Henri Tresca הנרי אדוארד טרסקה Henri Troyat אנרי טרויה Henri Vieuxtemps אנרי וייטאן Henri Weenink הנרי וינינק Henri de Man אנרי דה מאן Henri de Toulouse-Lautrec אנרי דה טולוז-לוטרק Henri-Frédéric Amiel אנרי פרדריק אמייל Henric Streitman הנריק שטריטמן Henrietta Maria of France נסיכת צרפת הנרייט מארי Henrietta Swan Leavitt הנרייטה ליוויט Henrietta Szold הנרייטה סאלד Henrietta of England נסיכת אנגליה הנרייטה אן Henriette Herz הנרייטה הרץ Henrik Bródy חיים ברודי Henrik Dam הנריק דאם Henrik Hajós הנריק האיוש Henrik Hybertsson הנריק היברטסון Henrik Ibsen הנריק איבסן Henrik Johan Bull הנריק בול Henrik Larsen הנריק לארסן Henrik Larsson הנריק לארסון Henrik Ojamaa הנריק אויאמה Henrik Pontoppidan הנריך פונטופידן Henrik Wergeland הנריק ורגלנד Henrikh Mkhitaryan הנריק מחיטריאן Henrique אנריקה Henrique Capriles Radonski אנריקה קפרילס רדונסקי Henry הנרי Henry מלך סיציליה היינריך השני Henry Aaron Stern הנרי אהרן שטרן Henry Armstrong הנרי ארמסטרונג Henry Arnold הנרי ארנולד Henry Arthur Blake הנרי ארתור בלייק Henry Baker Tristram הנרי בייקר טריסטראם Henry Barnard הנרי בארנארד Henry Bartle Frere הנרי ברטל פריר Henry Bellmon הנרי בלמון Henry Benedict Stuart הנרי בנדיקט סטיוארט Henry Bessemer הנרי בסמר Henry Bird הנרי בירד Henry Bishop הנרי ראולי בישופ Henry Brant הנרי ברנט Henry Byroade הנרי ביירוד Henry Calvin הנרי קלווין Henry Campbell-Bannerman הנרי קמפבל-באנרמן Henry Carr הנרי קאר Henry Cavendish הנרי קוונדיש Henry Cavill הנרי קאביל Henry Clay הנרי קליי Henry Cobb הנרי קוב Henry Cohen הנרי כהן Henry Cole הנרי קול Henry Cowell הנרי קוול Henry Crown הנרי קראון Henry Danger הסוכן הנרי Henry David Thoreau הנרי דייוויד תורו Henry Denker הנרי דנקר Henry Draper הנרי דרייפר Henry Draper Medal מדליית הנרי דרייפר Henry Dreyfuss הנרי דרייפוס Henry Ducie Chads הנרי דיוסי צ'דס Henry Dudeney הנרי ארנסט דודני Henry Dunant ז'אן אנרי דינן Henry Ernest Atkins הנרי ארנסט אטקינס Henry Faulds הנרי פולדס Henry Fielding הנרי פילדינג Henry Fonda הנרי פונדה Henry Fool הנרי פול Henry Ford הנרי פורד Henry Fox Talbot ויליאם הנרי פוקס טלבוט Henry Fuller Maitland Wilson הנרי פולר וילסון Henry Fuseli הנרי פוסלי Henry George הנרי ג'ורג' Henry George Norris הנרי נוריס Henry Grace à Dieu אנרי גראס א-דייה Henry Grady הנרי גריידי Henry Grattan הנרי גרטן Henry Gray הנרי גריי Henry Gurney הנרי גרני Henry Haversham Godwin-Austen הנרי האברשאם גודווין אוסטן Henry Heimlich הנרי היימליך Henry Hudson הנרי הדסון Henry Hudson Bridge גשר הנרי הדסון Henry Hudson Park פארק הנרי הדסון Henry Hugh Tudor הנרי טיודור Henry Hunt הנרי האנט Henry I of England מלך אנגליה הנרי הראשון Henry I of France מלך צרפת אנרי הראשון Henry II of England מלך אנגליה הנרי השני Henry II of France מלך צרפת אנרי השני Henry II of Jerusalem מלך קפריסין אנרי השני Henry II the Pious הנריק השני החסוד Henry III of England מלך אנגליה הנרי השלישי Henry III of France מלך צרפת אנרי השלישי Henry IV אנריקו Henry IV of England מלך אנגליה הנרי הרביעי Henry IV of France מלך צרפת אנרי הרביעי Henry Ian Cusick הנרי איאן קיוזיק Henry Jackson הנרי ג'קסון Henry James הנרי ג'יימס Henry Janeway Hardenbergh הנרי ג'יינוויי הארדנברג Henry Kiprono Kirwa הנרי קיפרונו קירווה Henry Kissinger הנרי קיסינג'ר Henry Lambert הנרי למברט Henry Laskau הנרי לסקאו Henry Lewis הנרי לואיס Henry Liddell הנרי ג'ורג' לידל Henry Lipson הנרי ליפסון Henry Litolff הנרי ליטולף Henry Louis Le Châtelier אנרי לה שטלייה Henry Macintosh הנרי מקינטוש Henry Maitland Wilson הנרי מייטלנד וילסון Henry Malter צבי מלטר Henry Mancini הנרי מנציני Henry Markram הנרי מרקרם Henry McMahon הנרי מקמהון Henry Miller הנרי מילר Henry Mintzberg הנרי מינצברג Henry Moore הנרי מור Henry Morgan הנרי מורגן Henry Morgenthau הנרי מורגנטאו Henry Morgenthau Jr. הנרי מורגנטאו Henry Morgenthau Sr. הנרי מורגנטאו Henry Morton Stanley הנרי מורטון סטנלי Henry Moseley הנרי מוזלי Henry Murray הנרי מארי Henry Norris Russell הנרי נוריס ראסל Henry Ohayon הנרי אוחיון Henry Paulson הנרי פולסון Henry Peach Robinson הנרי פיץ' רובינסון Henry Pelham הנרי פלהם Henry Pereira Mendes הנרי פררה מנדס Henry Pottinger הנרי פוטינגר Henry Pulleine הנרי פוליין Henry Purcell הנרי פרסל Henry Robertson Bowers הנרי רוברטסון באוארס Henry Rollins הנרי רולינס Henry Russell הנרי ראסל Henry Scott Tuke הנרי סקוט טיוק Henry Selick הנרי סליק Henry Sewell הנרי סיוול Henry Sobel הנרי סובל Henry Spira הנרי ספירא Henry Stephens Salt הנרי סולט Henry Stimson הנרי סטימסון Henry Stuart הנרי סטיוארט Henry Taub הנרי טאוב Henry Taube הנרי טאובה Henry Taylor הנרי טיילור Henry Thomas Buckle הנרי תומאס באקל Henry V הנרי החמישי Henry V of England מלך אנגליה הנרי החמישי Henry VI of England מלך אנגליה הנרי השישי Henry VII of England מלך אנגליה הנרי השביעי Henry VIII הנרי השמיני Henry VIII of England מלך אנגליה הנרי השמיני Henry Victor הנרי ויקטור Henry Wadsworth Longfellow הנרי וודסוורת' לונגפלו Henry Wallace הנרי וולאס Henry Wase Whitfield הנרי וייז ויטפילד Henry Washburn הנרי וושבורן Henry Waxman הנרי וקסמן Henry Wentworth Monk הנרי ונטוורת' מונק Henry White הנרי וייט Henry Wilson הנרי וילסון Henry Winkler הנרי וינקלר Henry Wittenberg הנרי ויטנברג Henry Wood הנרי ווד Henry Worsley הנרי וורסלי Henry de Montherlant אנרי דה מונטרלאן Henry of Scotland הנרי מסקוטלנד Henry rifle רובה הנרי Henry the Fowler מלך גרמניה היינריך הראשון Henry the Lion דוכס סקסוניה ובוואריה היינריך הארי Henry the Navigator אנריקה הספן Henry the Young King הנרי המלך הצעיר Henry van de Velde אנרי ון דה ולדה Henry's Cat חתולו של הנרי Henry's law חוק הנרי HenryLi User:HenryLi Henryk Batuta hoax ויקיפדיה:אמינות/הנריק בטוטה Henryk Ehrlich הנריק ארליך Henryk Grynberg הנריק גרינברג Henryk Górecki הנריק גורצקי Henryk Hechtkopf הנריק הכטקופף Henryk Hryniewski הנריק הרינייבסקי Henryk Mandelbaum הנריק מנדלבאום Henryk Sienkiewicz הנריק סנקביץ' Henryk Szeryng הנריק שרינג Henryk Sławik הנריק סלביק Henryk Wieniawski הנריק וייניאבסקי Henryk Zygalski הנריק זיגלסקי Henryscobie/Mysandbox מדחן Hensel's lemma למת הנזל Henstock–Kurzweil integral אינטגרל הנסטוק Hentai הנטאי Hep-Hep riots פרעות "הפ-הפ" Heparan sulfate הפאראן גופרתי Heparin הפארין Hepatic artery proper עורק הכבד המיוחד Hepatic encephalopathy אנצפלופתיה כבדית Hepatic veno-occlusive disease Hepatic Veno-Occlusive Disease Hepatitis דלקת כבד Hepatitis A הפטיטיס A Hepatitis B הפטיטיס B Hepatitis B virus הפטיטיס B Hepatitis C הפטיטיס C Hepatitis D Hepatitis D virus Hepatitis E הפטיטיס E Hepatology קטגוריה:מחלות כבד Hepburn הפבורן Hephaestion הפאיסטיון Hephaestus הפייסטוס Hephzibah Menuhin חפציבה מנוחין Heptagon משובע Heptarchy הפטרכיה Heptathletes קטגוריה:מתחרות בקרב שבע Heptathlon קרב שבע Hepzibah חפציבה Her היא Her Majesty Her Majesty Her Majesty's Ship אוניית הוד מלכותה Her Majesty's Theatre תיאטרון הוד מלכותה Hera הרה Heraclea Minoa הראקליה מינואה Heracleion הרקליון Heracleopolis Magna הרקליאופוליס מגנה Heracles הרקולס Heracles Almelo הראקלס אלמלו Heracles Almelo players קטגוריה:כדורגלני הראקלס אלמלו Heraclides of Aenus הרקלידס Heraclitus הרקליטוס Heraclius קיסר האימפריה הביזנטית הרקליוס Heraclius II of Georgia ארקלה השני Heraean Games הראיה Heraion of Samos ההריון בסאמוס Heraklion הרקליון Heraklion International Airport נמל התעופה הבינלאומי הרקליון Herald כרוז Herald Island גרלד Herald of Free Enterprise disaster אסון המעבורת בבלגיה Heraldic achievement תבנית:שלט אצולה Heraldic badge סיכה Heraldic tinctures קטגוריה:טינקטורות Heraldry הרלדיקה Heraldry פורטל:דגלים וסמלים Heraldry קטגוריה:הרלדיקה Heraldry תבנית:הרלדיקה Herat הראט Herb עשבי תיבול Herb Ellis הרב אליס Herb Kohl הרברט קוהל Herb and spice mixtures קטגוריה:תערובת תבלינים Herbaceous plant עשב Herbal ספר עשבים Herbal liqueurs קטגוריה:ליקרי עשבים Herbal tea חליטת צמחים Herbalife הרבלייף Herbalism צמחי מרפא Herbarium עשבייה Herbert הרברט Herbert Albert הרברט אלברט Herbert Asquith הרברט אסקווית' Herbert Bamlett הרברט באמלט Herbert Baum הרברט באום Herbert Bentwich הרברט בנטוויץ' Herbert Blomstedt הרברט בלומסטדט Herbert Brown הרברט בראון Herbert Chapman הרברט צ'פמן Herbert Chitepo הרברט צ'יטפו Herbert Dowbiggin הרברט דאוביגין Herbert Erhardt הרברט ארהרדט Herbert Feigl הרברט פייגל Herbert Hagen הרברט האגן Herbert Hauptman הרברט האופטמן Herbert Hoover הרברט הובר Herbert Hoover קטגוריה:הרברט הובר Herbert Kitchener הוריישו קיצ'נר Herbert Klein הרברט קליין Herbert Kroemer הרברט קרמר Herbert Lehman הרברט ליהמן Herbert Loch הרברט לוך Herbert Marcuse הרברט מרקוזה Herbert McCabe הרברט מקייב Herbert Morrison הרברט מוריסון Herbert Norkus הרברט נורקוס Herbert Ponting הרברט פונטינג Herbert Pundik נחום פונדק Herbert Scarf הרברט סקרף Herbert Simon הרברט סיימון Herbert Spencer הרברט ספנסר Herbert Spencer Gasser הרברט ספנסר גסר Herbert Wimmer הרברט וימר Herbert Zimmermann הרברט צימרמן Herbert von Karajan הרברט פון קאראיין Herberto Hélder ארברטו אלדר Herberts Cukurs הרברטס צוקורס Herbes de Provence ארב דה פרובאנס Herbie Hancock הרבי הנקוק Herbie Mann הרבי מאן Herbie Roberts הרבי רוברטס Herbivore אוכלי-צמחים Herblock הרבלוק Herbrand Award פרס הרברנד Herbs קטגוריה:עשבי תיבול Herceg Novi הרצג נובי Herculaneum הרקולנאום Hercule הרקולס Hercule Poirot הרקול פוארו HerculeBot משתמש:HerculeBot Hercules הרקולס Hercules: The Legendary Journeys הרקולס: המסעות המופלאים Hercules–Corona Borealis Great Wall הקיר הגדול של הרקולס-כתר צפוני Herd עדר Herding dog כלב רועים Here Comes Honey Boo Boo האני בו בו Here Comes the Sun Here Comes the Sun Here Today Here Today Here We Come Strangeways Here We Come Strangeways Here We Go Again Here We Go Again Here and Elsewhere כאן ושם Here in After Here in After Hereafter מכאן והלאה Heredia Province ארדיה Hereditary Grand Duke of Luxembourg Guillaume נסיך לוקסמבורג גיום Hereditary Prince of Liechtenstein Alois עוצר ליכטנשטיין אלויס Hereditary Prince of Monaco Jacques נסיך מונאקו ז'אק Hereditary angioedema אנגיואדמה תורשתית Hereditary monarchy מונרכיה העוברת בירושה Hereditary ring חוג תורשתי Hereditary spherocytosis ספרוציטוזיס תורשתי Heredity תורשה Hereford הרפורד Hereford Mappa Mundi מפת הרפורד Herefordshire הרפורדשייר Herefordshire קטגוריה:הרפורדשייר Herem חרם Herero and Namaqua genocide רצח העם של ההררו והנאמה Herero people הררו Heresy כופר Heresy in Christianity מינות Heresy in Christianity קטגוריה:נצרות: זרמים שסומנו כמינות Heresy in Judaism מינות Hereti הרתי Heretics of Dune כופרי חולית Herev Le'et חרב לאת Herfindahl index מדד הרפינדל-הירשמן Hergelim Ra'im הרגלים רעים Hergé ארז'ה Hergé and Tintin ספר:ארז'ה וטינטין Herillus הרילוס מקרתגו Herisau הריזאו Heritability תורשתיות Heritage language שפת מורשת Heritage listed sites in Israel קטגוריה:ישראל: אתרי מורשת Herm הרם Herma הרמה Herman Bernhard Lundborg הרמן ברנהרד לונדבורג Herman Bernstein הרמן ברנשטיין Herman Branover ירמיהו ברנובר Herman Cain הרמן קיין Herman Daly הרמן דיילי Herman Francis Mark הרמן מארק Herman Hollerith הרמן הולרית' Herman Hupfeld הרמן הופפלד Herman Koch הרמן קוך Herman Krebbers הרמן קרברס Herman Kruk הרמן קרוק Herman Li הרמן לי Herman Melville הרמן מלוויל Herman Steiner הרמן שטיינר Herman Sörgel הרמן זרגל Herman Van Rompuy הרמן ואן רומפיי Herman Wouk הרמן ווק Herman Yablokoff הרמן יבלוקוף Herman's Head בראש של הרמן Herman's Hermits מתבודדי הרמן Hermance ארמנס Hermanis Matisons הרמניס מטיסונס Hermann Abendroth הרמן אבנדרות Hermann Adler צבי הרמן אדלר Hermann Balck הרמן באלק Hermann Bauer הרמן באואר Hermann Becker-Freyseng הרמן בקר-פרייזנג Hermann Bondi הרמן בונדי Hermann Broch הרמן ברוך Hermann Cohen הרמן כהן Hermann Ebbinghaus הרמן אבינגהאוס Hermann Ehrhardt הרמן ארהארדט Hermann Emil Fischer הרמן אמיל פישר Hermann Fegelein הרמן פגליין Hermann Foertsch הרמן פוירטש Hermann Friedrich Graebe הרמן גרבה Hermann Goetz הרמן גץ Hermann Graf הרמן גרף Hermann Grassmann הרמן גראסמן Hermann Gunkel הרמן גונקל Hermann Guthe הרמן גותה Hermann Göring הרמן גרינג Hermann Heiss הרמן הייס Hermann Helms הרמן הלמס Hermann Henselmann הרמן הנסלמן Hermann Hesse הרמן הסה Hermann Hoth הרמן הות Hermann Höfle הרמן הפלה Hermann Joseph Muller הרמן מולר Hermann Kallenbach הרמן קלנבאך Hermann Köhl הרמן קהל Hermann Kövess von Kövessháza הרמן קווס Hermann Langbein הרמן לנגביין Hermann Levi הרמן לוי Hermann Minkowski הרמן מינקובסקי Hermann Müller הרמן מילר Hermann Oberth הרמן אוברט Hermann Obrist הרמן אובריסט Hermann Pister הרמן פיסטר Hermann Rauschning הרמן ראושנינג Hermann Rorschach הרמן רורשאך Hermann Schapira צבי הרמן שפירא Hermann Scherchen הרמן שרכן Hermann Schwarz הרמן שוורץ Hermann Struck הרמן שטרוק Hermann Trophy פרס הרמן Hermann Weyl הרמן וייל Hermann Wissmann הרמן פון ויסמן Hermann Zumpe הרמן צומפה Hermann von Eichhorn הרמן פון אייכהורן Hermann von François הרמן פון פרנסואה Hermann von Gottschall הרמן פון גוטשאל Hermann von Helmholtz הרמן פון הלמהולץ Hermann von Strantz הרמן פון שטרנץ Hermannsdenkmal אנדרטת הרמן Hermaphrodite הרמפרודיט Hermaphroditus הרמפרודיטוס Hermel אל-הרמל Hermenegildo Capelo הרמנז'ילדו קאפלו Hermeneutic circle המעגל ההרמנויטי Hermeneutics הרמנויטיקה Hermeneutics קטגוריה:הרמנויטיקה Hermes הרמס Hermes Conrad הרמס קונרד Hermes Trismegistus הרמס טריסמגיסטוס Hermes and the Infant Dionysus הרמס נושא את דיוניסוס התינוק Hermes da Fonseca ארמס דה פונסקה Hermesh חרמש Hermetia illucens הרמטיה אילוסנס Hermetic Order of the Golden Dawn השחר המוזהב Hermeticism הרמטיזם Hermeticism הרמטיציזם Hermeticism קטגוריה:מיסטיקה הרמטית Hermine Braunsteiner הרמינה בראונשטיינר Hermione הרמיונה Hermione Baddeley הרמיוני באדלי Hermione Gingold הרמיוני גינגולד Hermione Granger הרמיוני גריינג'ר Hermione Norris הרמיוני נוריס Hermione1980/American Idol אמריקן איידול Hermippe הרמיפה Hermit Formation תצורת הרמיט Hermit crab סרטן נזיר Hermitage Amsterdam ארמיטאז' אמסטרדם Hermitage Museum ארמיטאז' Hermitage Museum קטגוריה:ארמיטאז' Hermitage Rooms חדרי הארמיטאז' Hermite הרמיט Hermite constant קבוע הרמיט Hermite polynomials פולינומי הרמיט Hermon חרמון Hermon nature reserve הר חרמון#שמורת חרמון Hermona Soreq חרמונה שורק Hermosillo ארמוסיו Hermès הרמס Hernando de Soto ארננדו דה סוטו Hernanes הרנאנס Hernia בקע Hernias קטגוריה:בקעים Hernán Cortés הרנאן קורטס Hernán Crespo הרנן קרספו Hernández ארננדס Hero גיבור Hero גיבור מזדמן Hero and Leander הרו ולאנדרוס Hero of Alexandria הרון מאלכסנדריה Hero of Israel עיטור הגבורה Hero of Socialist Labour גיבור העמל הסוציאליסטי Hero of the Russian Federation גיבור הפדרציה הרוסית Hero of the Soviet Union גיבור ברית המועצות Herod הורדוס Herod Agrippa אגריפס הראשון Herod Agrippa II אגריפס השני Herod Antipas הורדוס אנטיפס Herod Archelaus ארכלאוס Herod II הורדוס Herod Philip פיליפוס Herod of Chalcis הורדוס Herod the Great הורדוס Herod the Great קטגוריה:הורדוס Herod's Gate שער הפרחים Herodes Atticus הרודס אטיקוס Herodian dynasty בית הורדוס Herodian dynasty קטגוריה:בית הורדוס Herodias הרודיאס Herodium הרודיון Herodium from above adjusted.jpg תמונה:Herodium from above.jpg Herodotus הרודוטוס Herods Hotels מלונות הרודס Heroes Heroes Heroes גיבורים Heroes for Hire גיבורים להשכרה Heroes of Might and Magic Heroes of Might and Magic Heroes of Socialist Labour קטגוריה:גיבורי העמל הסוציאליסטי Heroes of the East Heroes of the East Heroes of the Russian Federation קטגוריה:גיבורי הפדרציה הרוסית Heroes of the Soviet Union קטגוריה:גיבורי ברית המועצות Heroic Age of Antarctic Exploration העידן ההרואי של חקר אנטארקטיקה Heroic Age of Antarctic Exploration קטגוריה:העידן ההרואי של חקר אנטארקטיקה Heroin הרואין Herold הרולד Herolind Shala הרולינד שאלה Heron אנפתיים Heron הרון Heron's formula נוסחת הרון Heron's fountain מזרקת הרון Herophilos הרופילוס Herostratus הרוסטראטוס Herpelidae הרפליים Herpes simplex הרפס Herpestes נמייה Herpestidae nav תבנית:נמייתיים Herpetology הרפטולוגיה Herpetophobia הרפטופוביה Herrenchiemsee הרנכימזה Herrera הררה Herrerasaurus הררזאורוס Herreys הרייס Herring הרינג Herring bodies גופי הרינג Herschel הרשל Herschel Grynszpan הרשל גרינשפן Herschel Johnson הרשל ג'ונסון Herschel Space Observatory טלסקופ החלל הרשל Herschell Gordon Lewis הרשל גורדון לואיס Herse הרס Hersey Hawkins הרסי הוקינס Hersh Dovid Nomberg הירש דוד נומברג Hershel Schachter צבי שכטר Hershel of Ostropol הרשל'ה אוסטרופולר Hershey הרשי Hershey's Chocolate World עולם השוקולד של הרשי Hershey's Kisses נשיקות של הרשי Hershey–Chase experiment ניסוי הרשי-צ'ייס Herstory היא-סטוריה Herta Bothe הרטה בוטה Herta Müller הרטה מילר Herta Oberheuser הרטה אוברהויזר Hertfordshire הרטפורדשייר Hertfordshire קטגוריה:הרטפורדשייר Hertha BSC הרטה ברלין Hertha BSC managers קטגוריה:מאמני הרטה ברלין Hertha BSC players קטגוריה:כדורגלני הרטה ברלין Herty Lewites הרטי לוויטס Hertz הרץ Hertzsprung–Russell diagram דיאגרמת הרצשפרונג-ראסל Herut חירות Herut חרות Herut תנועת החרות Herut – The National Movement חרות - התנועה הלאומית Hervé Bazin ארווה באזן Hervé Kage הרווה קייג' Hery Rajaonarimampianina הר רג'ונאריממפיאנינה Herz Cerfbeer of Medelsheim סרף בר Herz Homberg הרץ הומברג Herzegovina הרצגובינה Herzegovina Uprising התקוממות הרצגובינה Herzi Halevi הרצי הלוי Herzl הרצל Herzl Berger הרצל ברגר Herzl Bodinger הרצל בודינגר Herzl Museum מוזיאון הרצל Herzl Rosenblum הרצל רוזנבלום Herzl Shafir הרצל שפיר Herzl Yankl Tsam צבי הרץ צם Herzl family משפחת הרצל Herzliya הרצליה Herzliya קטגוריה:הרצליה Herzliya Airport שדה התעופה הרצליה Herzliya Biennial הביאנלה בהרצליה Herzliya Conference כנס הרצליה Herzliya Gymnasia alumni קטגוריה:בוגרי גימנסיה הרצליה Herzliya Hammers רמת השרון האמרס Herzliya Hebrew Gymnasium הגימנסיה העברית "הרצליה" Herzliya Light מגדלורי הרצליה Herzliya Medical Center הרצליה מדיקל סנטר Herzliya Municipal Stadium אצטדיון עירוני הרצליה Herzliya Museum of Contemporary Art מוזיאון הרצליה לאמנות עכשווית Herzliya Pituah הרצליה#הרצליה פיתוח Herzliya Railway Station תחנת הרכבת הרצליה Herzog הרצוג Herzog & de Meuron הרצוג ודה מרון Herzog College המכללה האקדמית הרצוג Herzog Hospital בית חולים הרצוג Herzog family קטגוריה:משפחת הרצוג Herzogenbusch concentration camp פיכט Herăstrău Park פארק חרסטראו Hesder ישיבת הסדר Hesder Yeshiva of Sderot ישיבת אפיקי דעת Hesham Qandil הישאם קנדיל Heshbon חשבון Heshel Frumkin השל פרומקין Hesiod הסיודוס Hesperides הספרידות Hesperornithes הספראורניס Hess הס Hess triangle משולש הס Hess's law חוק הס Hesse הסה Hesse הסן Hesse קטגוריה:הסן Hesse-Marburg רוזנות הסן-מרבורג Hesse-Nassau פרובינציית הסן-נסאו Hessel הסל Hessian הסן Hessian matrix מטריצת הסיאן Hessisches Staatstheater Wiesbaden האופרה הממלכתית של ויסבאדן Hester Thrale הסטר ת'רייל Hestia הסטיה Heston Blumenthal הסטון בלומנטל Hestrie Cloete הסטרי קלוטה Hestur הסטור Het Loo Palace הט לו Het Volk מפלגת העם Heta הטא Hetaira הטאירה Heter meah rabbanim היתר מאה רבנים Heterochromatin הטרוכרומטין Heterochromia iridum הטרוכרומיה Heterocyclic compound תרכובת הטרוציקלית Heterolysis הטרוליזה Heteromyidae ירבועניים Heteronormativity הטרונורמטיביות Heteronym הטרונים Heterophony הטרופוניה Heteropoda הטרופודה Heteropoda davidbowie הטרופודה דייווידבואי Heteroptera פשפשים Heterorhabditis bacteriophora Heterorhabditis bacteriophora Heterosexism הטרוסקסיזם Heterosexuality הטרוסקסואליות Heterosis און כלאיים Heterostyly הטרוסטיליה Heterotopia הטרוטופיה Heterotroph הטרוטרוף Hetz מפלגת חץ Hetzel הצל Hetzer יאגדפנצר 38(t) הצר Heude's pig חזיר יבלות וייטנאמי Heulandite היולנדיט Heurelho Gomes הורליו גומש Heuristic היוריסטיקה Heuristics קטגוריה:היוריסטיקה Hevea brasiliensis הוואה ברזילאית Hevel Eilot Regional Council מועצה אזורית חבל אילות Hevel Eilot Regional Council קטגוריה:מועצה אזורית חבל אילות Hevel Eilot Regional Council תבנית:מועצה אזורית חבל אילות Hevel Lakhish חבל לכיש Hevel Modi'in Regional Council מועצה אזורית חבל מודיעין Hevel Modi'in Regional Council קטגוריה:מועצה אזורית חבל מודיעין Hevel Modi'in Regional Council תבנית:מועצה אזורית חבל מודיעין Hevel Shalom חבל שלום Hevel Yavne Regional Council מועצה אזורית חבל יבנה Hevel Yavne Regional Council קטגוריה:מועצה אזורית חבל יבנה Hevel Yavne Regional Council תבנית:מועצה אזורית חבל יבנה Hever חבר Heves County הווש Hewlett היולט Hewlett-Packard היולט פקארד Hewlett-Packard קטגוריה:היולט פקארד Hex הקס Hex key מפתח אלן Hexactinellid זכוכנים Hexadecimal בסיס הקסדצימלי Hexagon משושה Hexagon pool בריכת המשושים Hexagonal crystal system המערכת הגבישית ההקסגונלית Hexamethylene triperoxide diamine HMTD Hexane הקסאן Hexapla הקספלה Hexaplex trunculus ארגמון קהה קוצים Hexapoda בעלי שש רגליים Hexokinase הקסוקינאז Hey Arnold! היי ארנולד! Hey Joe Hey Joe Hey Jude Hey Jude Hey There Delilah Hey There Delilah Hey! Say! JUMP היי! סיי! ג'אמפ Heyawake היאוקה Heydar Aliyev היידר אלייב Heydar Aliyev International Airport נמל התעופה הבינלאומי באקו-היידר אלייב Heysel Plateau פארק הייזל Heysel Stadium disaster אסון הייזל Hezb-e Islami Gulbuddin חיזב-י אסלאמי גולבודין Hezbollah חזבאללה Hezbollah קטגוריה:חזבאללה Hezbollah members קטגוריה:פעילי חזבאללה Hezekiah חזקיה בן רבי חייא Hezekiah חזקיהו Hezekiah ben Manoah חזקיה בן מנוח Hezekiah da Silva חזקיה די סילוה Hezekiah's Pool בריכת חזקיהו Hezi Bezalel חזי בצלאל Hezi Leskali חזי לסקלי Hezqeyas קיסר אתיופיה חאזקאיס Hezron חצרון Hezârfen Ahmed Çelebi הזארפן אהמט צ'לבי Hgav משתמש:Hgav Hi חי Hiam Abbass היאם עבאס Hiatus היאטוס Hiatus hernia בקע סרעפתי Hibakusha היבקושה Hibari Misora היבארי מיסורה Hibat Tzion חיבת ציון Hibatullah Akhundzada הייבתוללה אח'ונדזאדה Hibernate Hibernate Hibernation תרדמת חורף Hibernian F.C. היברניאן Hibernian F.C. players קטגוריה:כדורגלני היברניאן Hibernians F.C. מועדון הכדורגל היברניאנס Hibiscus היביסקוס Hiccup שיהוק Hicham El Guerrouj הישאם אל גרוז' Hickey נשיכת אהבה Hickman היקמן Hickman line צנתר היקמן Hicks היקס Hicksian demand function פיצוי היקס Hida Mountains הרי הידה Hidalgo אידלגו Hidato חידאתו Hidden Armenians הארמנים הסמויים Hidden Dragon Crouching Tiger דרקון נמר Hidden Markov model מודל מרקוב חבוי Hidden Treasures Hidden Treasures Hidden camera מצלמה נסתרת Hidden categories קטגוריה:קטגוריות מוסתרות Hidden variable theory תאוריות משתנים חבויים Hiddenite הידניט Hide and Seek משחקים נסתרים Hide-and-seek מחבואים Hideaki Anno הידאקי אננו Hideki Shirakawa הידקי שירקאווה Hideki Tojo הידקי טוג'ו Hideki Yukawa הידקי יוקאווה Hideko Maehata הידקו מאהאטה Hideo Kojima הידאו קוג'ימה Hidetoshi Nakata הידטושי נקטה Hiempsal I היימפסל הראשון Hienderstock הינדרשטוק Hieraaetus עיט קטן Hierapolis הייראפוליס Hierarchical and recursive queries in SQL שאילתות היררכיות ורקורסיביות ב-SQL Hierarchical database model בסיס נתונים היררכי Hierarchy היררכיה Hieratic כתב היראטי Hiero תבנית:חרטומים Hiero I of Syracuse היירון הראשון Hiero II of Syracuse היירון השני Hieroglyph הירוגליף Hieronim Czarnowski הירונים צ'רנובסקי Hieronymus Bosch הירונימוס בוש Hieronymus Fabricius ג'ירולמו פבריציו Hieronymus of Cardia הירונימוס מקארדיה Hifikepunye Pohamba היפיקפוניה פוהאמבה Hifumi Suzuki היפומי סוזוקי Higgins היגינס Higgs היגס Higgs boson בוזון היגס Higgs mechanism מנגנון היגס High Altitude Venus Operational Concept HAVOC High Coast החוף הגבוה High Command Trial משפט הפיקוד העליון High Command of Coastal Defence מפקדת הגנת החופים High Commission of Canada to the United Kingdom בית קנדה High Commissioner נציב עליון High Commissioners for Palestine and Transjordan הנציב העליון High Commissioners of Australia to the United Kingdom קטגוריה:שגרירי אוסטרליה בבריטניה High Efficiency Video Coding H.265 High Evolutionary הוד התפתחותו High Follow-Up Committee for Arab Citizens of Israel ועדת המעקב העליונה של הציבור הערבי בישראל High Frequency Active Auroral Research Program High Frequency Active Auroral Research Program High German languages קטגוריה:שפות גרמאניות עיליות High Heels עקבים גבוהים High Holy Days ימים נוראים High Holy Days קטגוריה:ימים נוראים High Hopes High Hopes High Impact Games High Impact Games High King of Ireland המלך העליון של אירלנד High Line היי ליין High Middle Ages שיא ימי הביניים High Noon בצהרי היום High Priest of Israel כהן גדול High Priests of Israel קטגוריה:כהנים גדולים High Representative of the Union for Foreign Affairs and Security Policy הנציג העליון של האיחוד לענייני חוץ ומדיניות ביטחון High School High School High School Musical היי סקול מיוזיקל High School Musical קטגוריה:היי סקול מיוזיקל High School Musical תבנית:סדרת סרטי היי סקול מיוזיקל High School Musical 2 היי סקול מיוזיקל 2 High School Musical 3: Senior Year היי סקול מיוזיקל 3 High Seas Fleet צי הים הפתוח High Society החברה הגבוהה High Speed Packet Access High-Speed Packet Access High altitude platform station High Altitude Platforms High chair כיסא תינוק High diving קפיצה למים מגובה High fantasy פנטזיה אפית High fantasy novels קטגוריה:ספרי פנטזיה אפית High fashion brands קטגוריה:מותגי אופנה עילית High five היי פייב High frequency High frequency High island אי גבוה High jump קפיצה לגובה High jumpers קטגוריה:קופצים לגובה High place במות High school dropouts נשירה מהלימודים High schools in Israel קטגוריה:בתי ספר תיכוניים בישראל High society החברה הגבוהה High tech היי-טק High-Level Data Link Control High-level Data Link Control High-Speed Downlink Packet Access High-Speed Downlink Packet Access High-bandwidth Digital Content Protection HDCP High-bit-rate digital subscriber line DSL#טכנולוגיות DSL High-definition television HDTV High-definition video הפרדה גבוהה High-dynamic-range imaging High Dynamic Range Imaging High-dynamic-range rendering High-dynamic-range rendering High-explosive squash head פגז נפיץ פלסטי High-functioning autism אוטיזם בתפקוד גבוה High-heeled footwear נעלי עקב High-intensity interval training HIIT High-level architecture HLA High-level programming language שפת תכנות עילית High-lift device מדף High-performance liquid chromatography HPLC High-speed rail רכבת מהירה High-speed railway to Eilat קו הרכבת לאילת High-speed railway to Jerusalem קו הרכבת המהיר לירושלים High-temperature superconductivity מוליכות-על בטמפרטורות גבוהות Highball glass כוס הייבול Higher Institute for Applied Sciences and Technology המוסד העליון למדע יישומי וטכנולוגיה Higher education מוסד להשכלה גבוהה Higher education accreditation הכרה במוסד אקדמי Higher-order thinking מיומנויות חשיבה Highgate Cemetery בית הקברות הייגייט Highgrove House הייגרואוב Highland קטגוריה:היילנדס Highland Fort William פורט ויליאם Highland guan הוקו הררי Highlander איש הנצח Highlander: The Search for Vengeance איש הנצח: החיפוש אחר נקמה Highlander: The Series איש הנצח Highlighter מדגש Highly composite number מספר פריק במיוחד Highway 1 כביש 1 Highway 10 כביש 10 Highway 12 כביש 12 Highway 13 כביש 13 Highway 2 כביש 2 Highway 20 נתיבי איילון Highway 22 נתיבי המפרץ Highway 25 כביש 25 Highway 3 כביש 3 Highway 31 כביש 31 Highway 34 כביש 34 Highway 35 כביש 35 Highway 38 כביש 38 Highway 4 כביש 4 Highway 40 כביש 40 Highway 41 כביש 41 Highway 42 כביש 42 Highway 44 כביש 44 Highway 45 כביש 45 Highway 46 כביש 46 Highway 5 כביש 5 Highway 50 כביש בגין Highway 55 כביש 55 Highway 57 כביש 57 Highway 6 כביש 6 Highway 60 כביש 60 Highway 61 Revisited Highway 61 Revisited Highway 65 כביש 65 Highway 66 כביש 66 Highway 7 כביש 7 Highway 70 כביש 70 Highway 71 כביש 71 Highway 73 כביש 73 Highway 75 כביש 75 Highway 77 כביש 77 Highway 79 כביש 79 Highway 80 כביש 80 Highway 85 כביש 85 Highway 87 כביש 87 Highway 89 כביש 89 Highway 9 כביש 9 Highway 90 כביש 90 Highway 91 כביש 91 Highway 92 כביש 92 Highway 98 כביש 98 Highway 99 כביש 99 Highway Star Highway Star Highway to Heaven הדרך לגן העדן Higüey איגוויי Hihifo Airport נמל התעופה ואליס היהיפו Hiiu County היו Hiiumaa היומאה Hijab חג'אב Hijra היג'רה Hijra קאסטת ההיג'רה Hikaru Sulu היקארו סולו Hikaru no Go היקארו נו גו Hikikomori היקיקומורי Hiking קטגוריה:סיירות Hiking trails קטגוריה:טרקים Hiking trails in Israel קטגוריה:מסלולי טיול בישראל Hikmat Abu Zayd חכמת אבו זיד Hikmat al-Shihabi חיכמת שיהאבי Hila Lulu Lin הילה לולו לין Hila Plitmann הילה פליטמן Hilaire de Chardonnet אלרי דה שרדונה Hilal Musa הילאל מוסא Hilarie Burton הילארי ברטון Hilarion הילריון Hilarion Capucci הילריון קפוצ'י Hilarri הילארי Hilary Duff הילרי דאף Hilary Mantel הילרי מנטל Hilary Putnam הילרי פטנאם Hilary Rhoda הילרי רודה Hilary Swank הילרי סוונק Hilary and Jackie הילארי וג'קי Hilary of Arles הילריוס מארל Hilbert class field שדה המחלקה של הילברט Hilbert space מרחב הילברט Hilbert transform התמרת הילברט Hilbert's Nullstellensatz משפט האפסים של הילברט Hilbert's axioms מערכת האקסיומות של הילברט Hilbert's basis theorem משפט הבסיס של הילברט Hilbert's paradox of the Grand Hotel המלון של הילברט Hilbert's problems 23 הבעיות של הילברט Hilbert's problems קטגוריה:הבעיות של הילברט Hilbert's program תוכנית הילברט Hilbert's seventeenth problem הבעיה השבע-עשרה של הילברט Hilbert's seventh problem הבעיה השביעית של הילברט Hilbert's tenth problem הבעיה העשירית של הילברט Hilbert's third problem הבעיה השלישית של הילברט Hilbert's thirteenth problem הבעיה השלוש-עשרה של הילברט Hilda Gadea הילדה גדיאה Hilde Domin הילדה דומין Hilde Mangold הילדה מנגולד Hilde Schrader הילדה שרדר Hilde Schramm הילדה שראם Hilde Zadek הילדה צאדק Hilde Zaloscer הילדה זלוסצר Hildebrandt's starling זרזיר הילדברנדט Hildegard Falck הילדגרד פאלק Hildegard Knef הילדגרד קנף Hildegard of Bingen הילדגרד מבינגן Hilderaldo Bellini הילדרלדו בליני Hildesheim הילדסהיים Hildesheim Cathedral קתדרלת מריה הקדושה בהילדסהיים Hildesheim St. Michael's Church כנסיית מיכאל הקדוש בהילדסהיים Hildesheimer Rabbinical Seminary בית המדרש לרבנים בברלין Hilkiah חלקיהו בן שלום Hill גבעה Hill היל Hill 24 Doesn't Answer גבעה 24 אינה עונה Hill Street Blues בלוז לכחולי המדים Hill Valley היל ואלי Hill equation משוואת היל Hill figure דמות גבעה Hill forts קטגוריה:מבצרי גבעה Hill of Crosses גבעת הצלבים Hill of Tara גבעת טארה Hilla Nachshon הילה נחשון Hilla Vidor הילה וידור Hillary Clinton הילרי קלינטון Hillary Scott הילרי סקוט Hillbilly הילבילי Hillel הלל Hillel Cohen הלל כהן Hillel Furstenberg הלל פורסטנברג Hillel Halkin הלל הלקין Hillel Horowitz הלל הורוביץ Hillel II הלל נשיאה Hillel Kook הלל קוק Hillel Lichtenstein הלל ליכטנשטיין Hillel Oppenheimer הלל אופנהיימר Hillel Paritcher הלל מפאריץ' Hillel Poisic הלל פוסק Hillel Rivlin הלל ריבלין Hillel Roman הלל רומן Hillel Seidel הלל זיידל Hillel Slovak הלל סלובק Hillel Street רחוב הלל Hillel Weinberg הלל וינברג Hillel Weiss הלל ויס Hillel Yaffe הלל יפה Hillel Yaffe Medical Center המרכז הרפואי הלל יפה Hillel Zaks הלל זקס Hillel Zeitlin הלל צייטלין Hillel ben Naphtali Zevi הלל בן נפתלי הירץ Hillel ben Samuel הלל בן שמואל Hillel the Elder הלל הזקן Hillel: The Foundation for Jewish Campus Life ארגון הלל Hiller הילר Hiller OH-23 Raven הילר 360 Hiller X-18 X-18 Hillerød הילרוד Hillfort מבצר גבעה Hilliard Ensemble אנסמבל היליארד Hillingdon Hayes הייז Hillman הילמן Hills קטגוריה:גבעות Hills by country קטגוריה:גבעות לפי מדינה Hills of Italy קטגוריה:איטליה: גבעות Hills of Rome קטגוריה:רומא: גבעות Hillsborough Castle טירת הילסבורו Hillsborough Stadium אצטדיון הילסבורו Hillsborough disaster אסון הילסבורו Hilltop Youth נוער הגבעות Hiloni חילונים Hilton הילטון Hilton Taba הילטון טאבה Hilton Tel Aviv מלון הילטון תל אביב Hilton Worldwide הילטון Himachal Pradesh הימאצ'ל פרדש Himachal Pradesh קטגוריה:הימאצ'ל פרדש Himachal Pradesh Dharamshala דרמסאלה Himalayan bulbul בולבול לבן-לחיים Himalayan cat הימלאיה Himalayan goral גוראל ההימלאיה Himalayan monal לופפור נוצץ Himalayan quail שליו ההימלאיה Himalayan serow סרו ההימלאיה Himalayan tahr טאר ההימלאיה Himalayan vulture נשר ההימלאיה Himalayan wolf זאב ההימלאיה Himalayas הימלאיה Himalia הימליה Himantoglossum caprinum רצועית הגליל Himba people הימבה Himeji Castle טירת הימג'י Himilco חימילקו Himmelblau הימלבלאו Himni i Flamurit המנון אלבניה Himnusz המנון הונגריה Himyarite Kingdom חמיר Hinanit חיננית Hindawi affair ניסיון הפיגוע בטיסת אל על מלונדון Hindenburg הינדנבורג Hindenburg Line קו הינדנבורג Hinder הינדר Hindi הינדית Hindi-language films קטגוריה:סרטים בהינדי Hindik Productions הינדיק הפקות Hinds הינדס Hindsight bias הערכה בדיעבד Hindu Kush הינדו-כוש Hindu astrology אסטרולוגיה הודית Hindu deities קטגוריה:אלים הינדואים Hindu milk miracle נס החלב ההינדי Hindu mythology מיתולוגיה הינדואית Hindu mythology קטגוריה:מיתולוגיה הודית Hinduism הינדואיזם Hinduism ספר:הינדואיזם Hinduism קטגוריה:הינדואיזם Hindus קטגוריה:הינדואים Hindustan Aeronautics Limited התעשייה האווירית ההודית Hindustan Ambassador הינדוסטן אמבסדור Hindustani language הינדוסטנית Hindutva הינדוטבה Hinko Urbach מרדכי צבי אורבך Hinoi Team Hinoi Team Hinomaru~enwiki משתמש:Hinomaru Hinter Fiescherhorn הינטר פישרהורן Hinterland הינטרלנד Hinzert concentration camp מחנה הריכוז הינצרט Hiob Ludolf היוב לודולף Hip מפרק הירך Hip dysplasia מחלת אגן תורשתית Hip dysplasia נקע מולד של מפרק הירך Hip fracture שבר בצוואר הירך Hip hop קטגוריה:היפ הופ Hip hop תרבות ההיפ הופ Hip hop albums קטגוריה:אלבומי היפ הופ Hip hop albums by Israeli artists קטגוריה:אלבומי היפ הופ ישראליים Hip hop groups קטגוריה:להקות היפ הופ Hip hop music מוזיקת היפ הופ Hip hop songs קטגוריה:שירי היפ הופ Hipgnosis היפנוסיס Hipparchia of Maroneia היפרכיה Hipparchus היפרכוס Hippasus היפאסוס Hippeastrum היפאסטרום Hippias היפיאס Hippie ילדי הפרחים Hippo היפון Hippocamelus אייל האנדים Hippocampus היפוקמפוס Hippocoon היפוקואון Hippocrates היפוקרטס Hippocrates of Chios היפוקרטס מכיוס Hippocratic Oath שבועת הרופאים Hippodamia היפודאמיה Hippodamus of Miletus היפודמוס Hippodrome היפודרום Hippodrome of Constantinople היפודרום קונסטנטינופול Hippogriff היפוגריף Hippolais שיחנית Hippolyte Bayard איפוליט ביאר Hippolyte Fizeau ארמן איפוליט פיזו Hippophae היפופיאה Hippopotamidae היפופוטמיים Hippopotamus היפופוטם Hippopotamuses קטגוריה:היפופוטמיים Hippos סוסיתא Hipposideridae פרספוניים Hippotragus אנטילופת סוס Hips Don't Lie Hips Don't Lie Hipster היפסטר Hipólito Yrigoyen איפוליטו איריגוז'ן Hiragana היראגאנה Hiram חירם Hiram Abiff חירם ממטה נפתלי Hiram Bingham היירם בינגהאם Hiram Bingham III היירם בינגהאם השלישי Hiram Bingham IV היירם בינגהאם הרביעי Hiram I חירם הראשון מצור Hiram Maxim היירם מקסים Hiram Rhodes Revels חירם רודס רבלס Hiranuma Kiichirō הירנומה קיאיצ'ירו Hirayama family משפחת היראיאמה Hiren's BootCD Hiren's BootCD Hiriya פארק אריאל שרון Hiro Yamamoto הירו ימאמוטו Hirofumi Hirano הירופומי הירנו Hirogen הירוג'נים Hirohito הירוהיטו Hirokazu Kanazawa הירוקזו קנאזאווה Hirola הירולה Hiromi Uehara הירומי Hironobu Takesaki הירונובו טקסאקי Hiroo Onoda היראו אונודה Hiroshi Amano הירושי אמאנו Hiroshi Kiyotake הירושי קיוטאקה Hiroshi Wakasugi הירושי וואקסוגי Hiroshi Yoshida הירושי יושידה Hiroshige הירושיגה Hiroshima הירושימה Hiroshima קטגוריה:הירושימה Hiroshima Kure קורה Hiroshima Peace Memorial אנדרטת השלום בהירושימה Hiroshima Peace Memorial Park פארק השלום בהירושימה Hiroshima Prefecture הירושימה Hiroshima mon amour הירושימה אהובתי Hiroyuki Sanada הירויוקי סנאדה Hirsch הירש Hirsch Bär Fassel צבי הירש פאסל Hirsch Lehren צבי הירש להרן Hirschberg הירשברג Hirschel Levin צבי הירש לוין Hirschfeld הירשפלד Hirschfeldia לפתית מצויה Hirschsprung's disease מחלת הירשפרונג Hirsh Glick הירש גליק Hirsh Lekert הירש לקרט Hirshhorn Museum and Sculpture Garden מוזיאון הירשהורן Hirsutism הירסוטיזם Hirundinidae קטגוריה:סנוניתיים Hirundo סנונית His Dark Materials חומריו האפלים His Last Bow הקידה האחרונה His Master's Voice HMV His Wife & Her Lover the Thief The Cook אשתו והמאהב הגנב הטבח Hisaichi Terauchi היסאיצ'י טראוצ'י Hisakazu Tanaka היסאקאזו טאנאקה Hisarlik היסרליק Hisense Hisense Hish חי"ש Hisham Ikhtiyar הישאם אל-איח'תיאר Hisham Kiwan הישאם כיוואן Hisham ibn Abd al-Malik השאם אבן עבד אל-מלכ Hisham's Palace ח'רבת אל-מפג'ר Hispania היספניה Hispania Citerior היספניה קיטריור Hispania Tarraconensis היספניה טארקוננסיס Hispanic היספנים Hispanic America אמריקה הספרדית Hispaniola היספניולה Hiss היס Histadrut הסתדרות העובדים הכללית החדשה Histadrut קטגוריה:ההסתדרות הכללית Histadrut leaders תבנית:מזכירי ההסתדרות Histamine היסטמין Histidine היסטידין Histogram היסטוגרמה Histoires ou contes du temps passé סיפורי אמא אווזה Histologists קטגוריה:היסטולוגים Histology היסטולוגיה Histology קטגוריה:היסטולוגיה Histone היסטון Histone code קוד היסטונים Historia Brittonum היסטוריה בריטונום Historia Regum Britanniae ההיסטוריה של מלכי בריטניה Historian היסטוריון Historian's fallacy כשל ההיסטוריון Historians קטגוריה:היסטוריונים Historians by field of study קטגוריה:היסטוריונים לפי תחום Historians by geographical subject area קטגוריה:היסטוריונים לפי אזור מחקרם Historians by nationality קטגוריה:היסטוריונים לפי מוצא Historians from Georgia קטגוריה:היסטוריונים גאורגים Historians in antiquity קטגוריה:היסטוריונים מן העת העתיקה Historians of Ashkenazi Jewry קטגוריה:חוקרי יהדות אשכנז Historians of Germany קטגוריה:היסטוריונים של גרמניה Historians of Israel קטגוריה:היסטוריונים של ישראל Historians of Jews and Judaism קטגוריה:חוקרי תולדות עם ישראל Historians of Russia קטגוריה:היסטוריונים של רוסיה Historians of antiquity קטגוריה:היסטוריונים של העת העתיקה Historians of mathematics קטגוריה:היסטוריונים של המתמטיקה Historians of science קטגוריה:היסטוריונים של המדע Historians of the Holocaust קטגוריה:חוקרי השואה Historians of the Middle East קטגוריה:היסטוריונים של המזרח התיכון Historic Centre of Macau המרכז ההיסטורי של מקאו Historic Centre of Saint Petersburg and Related Groups of Monuments המרכז ההיסטורי של סנקט פטרבורג ואתרים קשורים Historic Monuments of Ancient Nara המונומנטים ההיסטוריים של נארה העתיקה Historic Scotland סקוטלנד ההיסטורית Historic Town of Sukhothai and Associated Historic Towns סוקהוטהאי Historic Villages of Shirakawa-gō and Gokayama שירקאווה-גו וגוקאיאמה Historic preservation שימור מבנים Historical Dictionary Project of the Hebrew Language המילון ההיסטורי ללשון העברית Historical Dictionary of Switzerland מילון היסטורי של שווייץ Historical European martial arts אמנויות לחימה אירופיות היסטוריות Historical Jewish Press עיתונות יהודית היסטורית Historical Romanian ranks and titles דרגטורי Historical continents קטגוריה:יבשות קדומות Historical cost עלות היסטורית Historical films קטגוריה:סרטים היסטוריים Historical flags קטגוריה:דגלים מן העבר Historical foods קטגוריה:מזון בעת העתיקה Historical geography גאוגרפיה היסטורית Historical linguistics בלשנות היסטורית Historical linguistics קטגוריה:בלשנות היסטורית Historical materialism מטריאליזם היסטורי Historical novels קטגוריה:רומנים היסטוריים Historical regions קטגוריה:טריטוריות היסטוריות Historical regions in Romania קטגוריה:רומניה: חבלי ארץ Historical regions of Georgia תבנית:מחוזות היסטוריים של גאורגיה Historical regions of the Czech Republic תבנית:שטחי צ'כיה Historical revisionism רוויזיוניזם היסטורי Historical revisionism שכתוב ההיסטוריה Historically informed performance ביצוע אותנטי Historicism היסטוריציזם Historicization היסטוריפיקציה Histories of cities in Germany קטגוריה:היסטוריה של ערים בגרמניה Histories of cities in Israel קטגוריה:היסטוריה של ערים בארץ ישראל Histories of cities in the United States קטגוריה:היסטוריה של ערים בארצות הברית Historikerstreit פולמוס ההיסטוריונים Historiography היסטוריוגרפיה Historiography קטגוריה:היסטוריוגרפיה Historiography of science היסטוריוגרפיה של המדע Historiography of the fall of the Ottoman Empire ההיסטוריוגרפיה של נפילת האימפריה העות'מאנית Historiography of the fall of the Western Roman Empire שקיעת האימפריה הרומית History אלה תולדות History היסטוריה History ערוץ ההיסטוריה History פורטל:היסטוריה History קטגוריה:היסטוריה History and events navigational boxes קטגוריה:תבניות ניווט - היסטוריה History books קטגוריה:ספרי היסטוריה History books about Judaism קטגוריה:ספרי היסטוריה של עם ישראל History books about the Holocaust קטגוריה:ספרי עיון בנושא השואה History by city קטגוריה:היסטוריה של ערים History by continent קטגוריה:היסטוריה של יבשות History by country קטגוריה:היסטוריה של מדינה History by ethnic group קטגוריה:תולדות עמים History by nation navigational boxes קטגוריה:תבניות ניווט - היסטוריה של מדינות History by period קטגוריה:תקופות היסטוריות History institutes קטגוריה:מכוני מחקר היסטורי History journals קטגוריה:כתבי עת להיסטוריה History magazines קטגוריה:כתבי עת להיסטוריה History museums קטגוריה:מוזיאונים להיסטוריה History museums in Israel קטגוריה:מוזיאונים להיסטוריה בישראל History of Abkhazia קטגוריה:אבחזיה: היסטוריה History of Afghanistan היסטוריה של אפגניסטן History of Afghanistan קטגוריה:אפגניסטן: היסטוריה History of Africa היסטוריה של אפריקה History of Africa קטגוריה:אפריקה: היסטוריה History of Africa תבנית:היסטוריה של מדינות אפריקה History of Africa by country קטגוריה:היסטוריה של מדינות אפריקה History of Alabama קטגוריה:אלבמה: היסטוריה History of Alaska קטגוריה:אלסקה: היסטוריה History of Albania קטגוריה:אלבניה: היסטוריה History of Algeria היסטוריה של אלג'יריה History of Algeria קטגוריה:אלג'יריה: היסטוריה History of Anatolia היסטוריה של טורקיה History of Andorra היסטוריה של אנדורה History of Andorra קטגוריה:אנדורה: היסטוריה History of Angola היסטוריה של אנגולה History of Angola קטגוריה:אנגולה: היסטוריה History of Antioch קטגוריה:אנטיוכיה History of Argentina היסטוריה של ארגנטינה History of Argentina קטגוריה:ארגנטינה: היסטוריה History of Arizona היסטוריה של אריזונה History of Arizona קטגוריה:אריזונה: היסטוריה History of Arkansas קטגוריה:ארקנסו: היסטוריה History of Armenia קטגוריה:ארמניה: היסטוריה History of Arsenal F.C. היסטוריה של ארסנל History of Asia היסטוריה של אסיה History of Asia קטגוריה:אסיה: היסטוריה History of Asia תבנית:היסטוריה של מדינות אסיה History of Athens היסטוריה של אתונה History of Athens קטגוריה:אתונה: היסטוריה History of Australia היסטוריה של אוסטרליה History of Australia קטגוריה:אוסטרליה: היסטוריה History of Austria היסטוריה של אוסטריה History of Austria קטגוריה:אוסטריה: היסטוריה History of Austria תבנית:היסטוריה של אוסטריה History of Azerbaijan קטגוריה:אזרבייג'ן: היסטוריה History of Bahrain היסטוריה של בחריין History of Bahrain קטגוריה:בחריין: היסטוריה History of Bangladesh קטגוריה:בנגלדש: היסטוריה History of Barbados קטגוריה:ברבדוס: היסטוריה History of Barcelona קטגוריה:ברצלונה: היסטוריה History of Bavaria קטגוריה:בוואריה: היסטוריה History of Beirut קטגוריה:ביירות: היסטוריה History of Belarus קטגוריה:בלארוס: היסטוריה History of Belgium היסטוריה של בלגיה History of Belgium קטגוריה:בלגיה: היסטוריה History of Belize קטגוריה:בליז: היסטוריה History of Benin קטגוריה:בנין: היסטוריה History of Berlin קטגוריה:ברלין: היסטוריה History of Bhutan קטגוריה:בהוטן: היסטוריה History of Bolivia קטגוריה:בוליביה: היסטוריה History of Bosnia and Herzegovina היסטוריה של בוסניה והרצגובינה History of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: היסטוריה History of Bosnia and Herzegovina תבנית:היסטוריה של בוסניה והרצגובינה History of Brazil היסטוריה של ברזיל History of Brazil קטגוריה:ברזיל: היסטוריה History of Brazil תבנית:היסטוריה של ברזיל History of Brazil since 1985 היסטוריה של ברזיל: דמוקרטיזציה והיסטוריה עכשווית History of British Columbia היסטוריה של קולומביה הבריטית History of British Columbia קטגוריה:קולומביה הבריטית: היסטוריה History of Brunei קטגוריה:ברוניי: היסטוריה History of Brussels קטגוריה:בריסל: היסטוריה History of Bucharest היסטוריה של בוקרשט History of Bucharest קטגוריה:בוקרשט: היסטוריה History of Buenos Aires קטגוריה:בואנוס איירס: היסטוריה History of Bulgaria היסטוריה של בולגריה History of Bulgaria קטגוריה:בולגריה: היסטוריה History of Bulgaria תבנית:היסטוריה של בולגריה History of Burundi היסטוריה של בורונדי History of Burundi קטגוריה:בורונדי: היסטוריה History of Cairo קטגוריה:קהיר: היסטוריה History of California קטגוריה:קליפורניה: היסטוריה History of Cambodia היסטוריה של קמבודיה History of Cambodia קטגוריה:קמבודיה: היסטוריה History of Cambodia תבנית:היסטוריה של קמבודיה History of Cameroon היסטוריה של קמרון History of Canada היסטוריה של קנדה History of Canada קטגוריה:קנדה: היסטוריה History of Canada sidebar תבנית:היסטוריה של קנדה History of Catalonia קטגוריה:קטלוניה: היסטוריה History of Chad צ'אד#היסטוריה History of Chad קטגוריה:צ'אד: היסטוריה History of Chile היסטוריה של צ'ילה History of Chile קטגוריה:צ'ילה: היסטוריה History of Chile תבנית:היסטוריה של צ'ילה History of Chile during the Parliamentary Era הרפובליקה הפרלמנטרית בצ'ילה History of China היסטוריה של סין History of China ספר:היסטוריה של סין History of China קטגוריה:סין: היסטוריה History of China תבנית:היסטוריה של סין History of Christianity היסטוריה של הנצרות History of Christianity קטגוריה:היסטוריה של הנצרות History of Colombia קטגוריה:קולומביה: היסטוריה History of Colorado קטגוריה:קולורדו: היסטוריה History of Connecticut קטגוריה:קונטיקט: היסטוריה History of Costa Rica קטגוריה:קוסטה ריקה: היסטוריה History of Crete קטגוריה:כרתים: היסטוריה History of Crimea קטגוריה:קרים: היסטוריה History of Croatia היסטוריה של קרואטיה History of Croatia קטגוריה:קרואטיה: היסטוריה History of Cuba היסטוריה של קובה History of Cuba קטגוריה:קובה: היסטוריה History of Cyprus היסטוריה של קפריסין History of Cyprus קטגוריה:קפריסין: היסטוריה History of Czechoslovakia קטגוריה:צ'כוסלובקיה: היסטוריה History of Dagestan קטגוריה:דאגסטן: היסטוריה History of Denmark היסטוריה של דנמרק History of Denmark קטגוריה:דנמרק: היסטוריה History of Dominica היסטוריה של דומיניקה History of Dominica קטגוריה:דומיניקה: היסטוריה History of East Germany היסטוריה של גרמניה המזרחית History of East Germany קטגוריה:גרמניה המזרחית: היסטוריה History of East Timor היסטוריה של מזרח טימור History of East Timor קטגוריה:מזרח טימור: היסטוריה History of Ecuador קטגוריה:אקוודור: היסטוריה History of Egypt היסטוריה של מצרים History of Egypt קטגוריה:מצרים: היסטוריה History of El Salvador קטגוריה:אל סלוודור: היסטוריה History of Emory University אוניברסיטת אמורי History of England היסטוריה של אנגליה History of England קטגוריה:אנגליה: היסטוריה History of England תבנית:היסטוריה של בריטניה History of Eritrea קטגוריה:אריתריאה: היסטוריה History of Estonia היסטוריה של אסטוניה History of Estonia קטגוריה:אסטוניה: היסטוריה History of Ethiopia היסטוריה של אתיופיה History of Ethiopia קטגוריה:אתיופיה: היסטוריה History of Ethiopia תבנית:היסטוריה של אתיופיה History of Europe היסטוריה של אירופה History of Europe ספר:היסטוריה של אירופה History of Europe קטגוריה:אירופה: היסטוריה History of Europe by country קטגוריה:היסטוריה של מדינות אירופה History of Finland היסטוריה של פינלנד History of Finland קטגוריה:פינלנד: היסטוריה History of Florida קטגוריה:פלורידה: היסטוריה History of France היסטוריה של צרפת History of France קטגוריה:צרפת: היסטוריה History of France תבנית:היסטוריה של צרפת History of Freemasonry היסטוריה של הבונים החופשיים History of Geneva קטגוריה:ז'נבה: היסטוריה History of Georgia היסטוריה של גאורגיה History of Georgia קטגוריה:ג'ורג'יה: היסטוריה History of Georgia קטגוריה:גאורגיה: היסטוריה History of Georgia תבנית:היסטוריה של גאורגיה History of Germany גרמניה לאחר מלחמת העולם השנייה History of Germany היסטוריה של גרמניה History of Germany קטגוריה:גרמניה: היסטוריה History of Germany תבנית:היסטוריה של גרמניה History of Germany by state קטגוריה:היסטוריה של מדינות גרמניה History of Germany during World War I הקיסרות הגרמנית במלחמת העולם הראשונה History of Germany since 1990 גרמניה אחרי האיחוד History of Ghana היסטוריה של גאנה History of Ghana קטגוריה:גאנה: היסטוריה History of Gibraltar היסטוריה של גיברלטר History of Gibraltar קטגוריה:גיברלטר: היסטוריה History of Greece היסטוריה של יוון History of Greece קטגוריה:יוון: היסטוריה History of Greece תבנית:היסטוריה של יוון History of Greek היסטוריה של היוונית History of Greek Antiquity by period קטגוריה:יוון העתיקה: היסטוריה History of Greenland היסטוריה של גרינלנד History of Grenada היסטוריה של גרנדה History of Grenada קטגוריה:גרנדה: היסטוריה History of Guatemala היסטוריה של גואטמלה History of Guatemala קטגוריה:גואטמלה: היסטוריה History of Guinea קטגוריה:גינאה: היסטוריה History of Guyana קטגוריה:גיאנה: היסטוריה History of Haifa היסטוריה של חיפה History of Haiti היסטוריה של האיטי History of Haiti קטגוריה:האיטי: היסטוריה History of Hawaii קטגוריה:הוואי: היסטוריה History of Hebrew grammar דקדוק עברי History of Helsinki קטגוריה:הלסינקי: היסטוריה History of Honduras קטגוריה:הונדורס: היסטוריה History of Hong Kong היסטוריה של הונג קונג History of Hong Kong קטגוריה:הונג קונג: היסטוריה History of Hungary היסטוריה של הונגריה History of Hungary קטגוריה:הונגריה: היסטוריה History of Hungary תבנית:היסטוריה של הונגריה History of Hungary before the Hungarian Conquest היסטוריה של הונגריה: פרהיסטוריה והיסטוריה מוקדמת History of Iceland היסטוריה של איסלנד History of Iceland קטגוריה:איסלנד: היסטוריה History of Illinois קטגוריה:אילינוי: היסטוריה History of India היסטוריה של הודו History of India קטגוריה:הודו: היסטוריה History of Indonesia היסטוריה של אינדונזיה History of Indonesia קטגוריה:אינדונזיה: היסטוריה History of Iowa קטגוריה:איווה: היסטוריה History of Iran היסטוריה של איראן History of Iran קטגוריה:איראן: היסטוריה History of Iraq היסטוריה של עיראק History of Iraq קטגוריה:עיראק: היסטוריה History of Ireland ההיסטוריה הקדומה של אירלנד History of Ireland היסטוריה של אירלנד History of Ireland היסטוריה של אירלנד בימי הביניים History of Ireland היסטוריה של אירלנד בימי הביניים המוקדמים History of Ireland קטגוריה:אירלנד: היסטוריה History of Ireland תבנית:היסטוריה של אירלנד History of Islam האימפריה המוסלמית History of Islam קטגוריה:היסטוריה אסלאמית History of Israel היסטוריה של מדינת ישראל History of Israel קטגוריה:ישראל: היסטוריה History of Israel תבנית:תקופות בארץ ישראל History of Istanbul קטגוריה:איסטנבול: היסטוריה History of Italy היסטוריה של איטליה History of Italy קטגוריה:איטליה: היסטוריה History of Italy תבנית:היסטוריה של איטליה History of Ivory Coast היסטוריה של חוף השנהב History of Ivory Coast קטגוריה:חוף השנהב: היסטוריה History of Japan היסטוריה של יפן History of Japan קטגוריה:יפן: היסטוריה History of Japan תבנית:היסטוריה של יפן History of Jerusalem היסטוריה של ירושלים History of Jerusalem קטגוריה:ירושלים: היסטוריה History of Jerusalem during the Crusader period ירושלים בתקופה הצלבנית History of Jordan היסטוריה של ממלכת ירדן History of Jordan קטגוריה:ירדן: היסטוריה History of Kansas קטגוריה:קנזס: היסטוריה History of Kazakhstan קטגוריה:קזחסטן: היסטוריה History of Kentucky קטגוריה:קנטקי: היסטוריה History of Kenya קטגוריה:קניה: היסטוריה History of Kiribati היסטוריה של קיריבטי History of Kiribati קטגוריה:קיריבטי: היסטוריה History of Korea היסטוריה של קוריאה History of Korea קטגוריה:קוריאה: היסטוריה History of Kosovo קטגוריה:קוסובו: היסטוריה History of Kuwait קטגוריה:כווית: היסטוריה History of Kyrgyzstan קטגוריה:קירגיזסטן: היסטוריה History of Laos היסטוריה של לאוס History of Laos קטגוריה:לאוס: היסטוריה History of Latin America היסטוריה של אמריקה הלטינית History of Latvia היסטוריה של לטביה History of Latvia קטגוריה:לטביה: היסטוריה History of Lebanon היסטוריה של לבנון History of Lebanon קטגוריה:לבנון: היסטוריה History of Lebanon תבנית:היסטוריה של לבנון History of Lebanon under Arab rule היסטוריה של לבנון: מהכיבוש הערבי עד לשלטון הממלוכים History of Lesotho קטגוריה:לסוטו: היסטוריה History of Liberia היסטוריה של ליבריה History of Liberia קטגוריה:ליבריה: היסטוריה History of Libya היסטוריה של לוב History of Libya קטגוריה:לוב: היסטוריה History of Libya תבנית:היסטוריה של לוב History of Lithuania היסטוריה של ליטא History of Lithuania קטגוריה:ליטא במלחמת העולם השנייה History of Lithuania קטגוריה:ליטא: היסטוריה History of London היסטוריה של לונדון History of London קטגוריה:לונדון: היסטוריה History of Louisiana קטגוריה:לואיזיאנה: היסטוריה History of Luxembourg היסטוריה של לוקסמבורג History of Luxembourg קטגוריה:לוקסמבורג: היסטוריה History of Macau היסטוריה של מקאו History of Madagascar קטגוריה:מדגסקר: היסטוריה History of Malaysia היסטוריה של מלזיה History of Malaysia קטגוריה:מלזיה: היסטוריה History of Mali היסטוריה של מאלי History of Mali קטגוריה:מאלי: היסטוריה History of Malta קטגוריה:מלטה: היסטוריה History of Maryland קטגוריה:מרילנד: היסטוריה History of Massachusetts קטגוריה:מסצ'וסטס: היסטוריה History of Mauritania קטגוריה:מאוריטניה: היסטוריה History of Mauritius היסטוריה של מאוריציוס History of Mexico היסטוריה של מקסיקו History of Mexico קטגוריה:מקסיקו: היסטוריה History of Michigan קטגוריה:מישיגן: היסטוריה History of Millwall F.C. מילוול History of Minnesota קטגוריה:מינסוטה: היסטוריה History of Mississippi קטגוריה:מיסיסיפי: היסטוריה History of Missouri קטגוריה:מיזורי: היסטוריה History of Moldova היסטוריה של רפובליקת מולדובה History of Moldova קטגוריה:מולדובה: היסטוריה History of Monaco קטגוריה:מונאקו: היסטוריה History of Mongolia היסטוריה של מונגוליה History of Mongolia קטגוריה:מונגוליה: היסטוריה History of Mongolia תבנית:היסטוריה של מונגוליה History of Montana קטגוריה:מונטנה: היסטוריה History of Montenegro קטגוריה:מונטנגרו: היסטוריה History of Morocco קטגוריה:מרוקו: היסטוריה History of Moscow קטגוריה:מוסקבה: היסטוריה History of Munich קטגוריה:מינכן: היסטוריה History of Myanmar היסטוריה של מיאנמר History of Myanmar קטגוריה:מיאנמר: היסטוריה History of Münster היסטוריה של מינסטר History of Namibia היסטוריה של נמיביה History of Namibia קטגוריה:נמיביה: היסטוריה History of Nauru קטגוריה:נאורו: היסטוריה History of Nebraska קטגוריה:נברסקה: היסטוריה History of Nepal היסטוריה של נפאל History of Nepal קטגוריה:נפאל: היסטוריה History of Nevada קטגוריה:נבדה: היסטוריה History of New Mexico קטגוריה:ניו מקסיקו: היסטוריה History of New York קטגוריה:מדינת ניו יורק: היסטוריה History of New York City היסטוריה של העיר ניו יורק History of New York City קטגוריה:ניו יורק: היסטוריה History of New Zealand היסטוריה של ניו זילנד History of New Zealand קטגוריה:ניו זילנד: היסטוריה History of Nicaragua קטגוריה:ניקרגואה: היסטוריה History of Niger קטגוריה:ניז'ר: היסטוריה History of Nigeria היסטוריה של ניגריה History of Nigeria קטגוריה:ניגריה: היסטוריה History of Normandy היסטוריה של נורמנדי History of Normandy קטגוריה:נורמנדי: היסטוריה History of North America תבנית:היסטוריה של מדינות צפון אמריקה History of North Carolina קטגוריה:קרוליינה הצפונית: היסטוריה History of North Dakota קטגוריה:דקוטה הצפונית: היסטוריה History of North Korea קטגוריה:קוריאה הצפונית: היסטוריה History of Northern Ireland היסטוריה של צפון אירלנד History of Northern Ireland קטגוריה:צפון אירלנד: היסטוריה History of Norway היסטוריה של נורווגיה History of Norway קטגוריה:נורווגיה: היסטוריה History of Numidia קטגוריה:נומידיה History of Oceania קטגוריה:אוקיאניה: היסטוריה History of Oceania תבנית:היסטוריה של מדינות אוקיאניה History of Oklahoma קטגוריה:אוקלהומה: היסטוריה History of Oman קטגוריה:עומאן: היסטוריה History of Pakistan קטגוריה:פקיסטן: היסטוריה History of Palestine היסטוריה של ארץ ישראל History of Palestine קטגוריה:ארץ ישראל: היסטוריה History of Palestine קטגוריה:תקופות בתולדות ארץ ישראל History of Panama היסטוריה של פנמה History of Panama קטגוריה:פנמה: היסטוריה History of Papua New Guinea קטגוריה:פפואה גינאה החדשה: היסטוריה History of Paraguay היסטוריה של פרגוואי History of Paraguay קטגוריה:פרגוואי: היסטוריה History of Paris קטגוריה:פריז: היסטוריה History of Pennsylvania קטגוריה:פנסילבניה: היסטוריה History of Peru היסטוריה של פרו History of Peru קטגוריה:פרו: היסטוריה History of Poland היסטוריה של פולין History of Poland היסטוריה של פולין: הרפובליקה השנייה History of Poland פולין במלחמת העולם השנייה History of Poland פולין הקומוניסטית History of Poland קטגוריה:פולין: היסטוריה History of Poland תבנית:היסטוריה של פולין History of Portugal היסטוריה של פורטוגל History of Portugal קטגוריה:פורטוגל: היסטוריה History of Prussia קטגוריה:פרוסיה: היסטוריה History of Puerto Rico קטגוריה:פוארטו ריקו: היסטוריה History of Qatar היסטוריה של קטר History of Qatar קטגוריה:קטר: היסטוריה History of Quebec קטגוריה:קוויבק: היסטוריה History of Rio de Janeiro קטגוריה:ריו דה ז'ניירו: היסטוריה History of Roman-era Tunisia היסטוריה של תוניסיה History of Romania היסטוריה של רומניה History of Romania קטגוריה:רומניה: היסטוריה History of Romania תבנית:היסטוריה של רומניה History of Rome דברי ימי רומא History of Russia היסטוריה של רוסיה History of Russia ספר:היסטוריה של רוסיה History of Russia קטגוריה:רוסיה: היסטוריה History of Russia תבנית:היסטוריה של רוסיה History of Rwanda קטגוריה:רואנדה: היסטוריה History of Safed קטגוריה:צפת: היסטוריה History of Saint Petersburg היסטוריה של סנקט פטרבורג History of San Marino היסטוריה של סן מרינו History of San Marino קטגוריה:סן מרינו: היסטוריה History of Saudi Arabia היסטוריה של ערב הסעודית History of Saudi Arabia קטגוריה:ערב הסעודית: היסטוריה History of Saxony קטגוריה:סקסוניה: היסטוריה History of Scotland היסטוריה של סקוטלנד History of Scotland קטגוריה:סקוטלנד: היסטוריה History of Senegal קטגוריה:סנגל: היסטוריה History of Serbia היסטוריה של סרביה History of Serbia קטגוריה:סרביה: היסטוריה History of Sicily קטגוריה:סיציליה: היסטוריה History of Sierra Leone קטגוריה:סיירה לאון: היסטוריה History of Singapore היסטוריה של סינגפור History of Singapore קטגוריה:סינגפור: היסטוריה History of Slovakia קטגוריה:סלובקיה: היסטוריה History of Slovenia קטגוריה:סלובניה: היסטוריה History of Somalia קטגוריה:סומליה: היסטוריה History of South Africa דרום אפריקה במלחמת העולם הראשונה History of South Africa היסטוריה של דרום אפריקה History of South Africa קטגוריה:דרום אפריקה: היסטוריה History of South America תבנית:היסטוריה של מדינות דרום אמריקה History of South Carolina קטגוריה:קרוליינה הדרומית: היסטוריה History of South Dakota קטגוריה:דקוטה הדרומית: היסטוריה History of South Korea היסטוריה של קוריאה הדרומית History of South Korea קטגוריה:קוריאה הדרומית: היסטוריה History of South Korea תבנית:היסטוריה של קוריאה הדרומית History of South Sudan היסטוריה של דרום סודאן History of South Sudan קטגוריה:דרום סודאן: היסטוריה History of Soviet Georgia קטגוריה:גאורגיה: התקופה הסובייטית History of Spain היסטוריה של ספרד History of Spain קטגוריה:ספרד: היסטוריה History of Spain תבנית:היסטוריה של ספרד History of Sparta היסטוריה של ספרטה History of Sri Lanka קטגוריה:סרי לנקה: היסטוריה History of Stockholm סטוקהולם#היסטוריה History of Sudan היסטוריה של סודאן History of Sudan קטגוריה:סודאן: היסטוריה History of Sudan תבנית:היסטוריה של סודאן History of Swaziland היסטוריה של סווזילנד History of Swaziland קטגוריה:סווזילנד: היסטוריה History of Sweden היסטוריה של שוודיה History of Sweden קטגוריה:שוודיה: היסטוריה History of Switzerland היסטוריה של שווייץ History of Switzerland קטגוריה:שווייץ: היסטוריה History of Switzerland תבנית:היסטוריה של שווייץ History of Sydney היסטוריה של סידני History of Syria היסטוריה של סוריה History of Syria קטגוריה:סוריה: היסטוריה History of São Tomé and Príncipe היסטוריה של סאו טומה ופרינסיפה History of Taiwan קטגוריה:טאיוואן: היסטוריה History of Tajikistan קטגוריה:טג'יקיסטן: היסטוריה History of Tanzania קטגוריה:טנזניה: היסטוריה History of Tbilisi היסטוריה של טביליסי History of Tbilisi קטגוריה:טביליסי: היסטוריה History of Tel Aviv קטגוריה:תל אביב: היסטוריה History of Tennessee קטגוריה:טנסי: היסטוריה History of Texas קטגוריה:טקסס: היסטוריה History of Thailand היסטוריה של תאילנד History of Thailand קטגוריה:תאילנד: היסטוריה History of Tibet קטגוריה:טיבט: היסטוריה History of Tonga קטגוריה:טונגה: היסטוריה History of Trinidad and Tobago היסטוריה של טרינידד וטובגו History of Trinidad and Tobago קטגוריה:טרינידד וטובגו: היסטוריה History of Tunisia היסטוריה של תוניסיה History of Tunisia קטגוריה:תוניסיה: היסטוריה History of Turkey היסטוריה של הרפובליקה הטורקית History of Turkey קטגוריה:טורקיה: היסטוריה History of Turkey תבנית:היסטוריה של טורקיה History of Turkmenistan היסטוריה של טורקמניסטן History of Turkmenistan קטגוריה:טורקמניסטן: היסטוריה History of Uganda היסטוריה של אוגנדה History of Uganda קטגוריה:אוגנדה: היסטוריה History of Ukraine היסטוריה של אוקראינה History of Ukraine קטגוריה:אוקראינה: היסטוריה History of Ukraine תבנית:היסטוריה של אוקראינה History of Uruguay קטגוריה:אורוגוואי: היסטוריה History of Utah קטגוריה:יוטה: היסטוריה History of Uzbekistan היסטוריה של אוזבקיסטן History of Uzbekistan קטגוריה:אוזבקיסטן: היסטוריה History of Venezuela קטגוריה:ונצואלה: היסטוריה History of Vermont קטגוריה:ורמונט: היסטוריה History of Vienna קטגוריה:וינה: היסטוריה History of Vietnam קטגוריה:וייטנאם: היסטוריה History of Virginia קטגוריה:וירג'יניה: היסטוריה History of Wales היסטוריה של ויילס History of Wales קטגוריה:ויילס: היסטוריה History of Warsaw קטגוריה:ורשה: היסטוריה History of Washington קטגוריה:מדינת וושינגטון: היסטוריה History of Western Australia קטגוריה:אוסטרליה המערבית: היסטוריה History of Western typography טיפוגרפיה History of Wicca ויקה History of Wyoming קטגוריה:ויומינג: היסטוריה History of Yemen היסטוריה של תימן History of Yemen קטגוריה:תימן: היסטוריה History of Yugoslavia קטגוריה:יוגוסלביה: היסטוריה History of Zimbabwe קטגוריה:זימבבואה: היסטוריה History of ancient Egypt היסטוריה של מצרים העתיקה History of ancient Israel and Judah ארץ ישראל בעת העתיקה History of antisemitism היסטוריה של האנטישמיות History of arithmetic היסטוריה של האריתמטיקה History of association football by club קטגוריה:היסטוריה של מועדוני כדורגל History of astronomy קטגוריה:היסטוריה של האסטרונומיה History of attention deficit hyperactivity disorder היסטוריה של הפרעת קשב History of aviation היסטוריה של התעופה History of biology היסטוריה של הביולוגיה History of calculus היסטוריה של החשבון האינפיניטסימלי History of chemistry היסטוריה של הכימיה History of chemistry קטגוריה:היסטוריה של הכימיה History of chess התפתחות משחק השחמט History of civil rights in the United States קטגוריה:ארצות הברית: התנועה לזכויות האזרח History of computing קטגוריה:היסטוריה של המחשוב History of computing תבנית:היסטוריה של המחשוב History of computing hardware היסטוריה של המחשוב History of democracy היסטוריה של הדמוקרטיה History of education היסטוריה של החינוך המערבי History of education קטגוריה:היסטוריה של החינוך History of evolutionary psychology פסיכולוגיה אבולוציונית History of fertilizer היסטוריה של הדשן הכימי History of film היסטוריה של הקולנוע History of film קטגוריה:היסטוריה של הקולנוע History of fluid mechanics היסטוריה של מכניקת הזורמים History of food and drink קטגוריה:היסטוריה של המזון History of geology גאולוגיה#התפתחות המחקר הגאולוגי History of ideas היסטוריה של הרעיונות History of indigenous peoples of North America קטגוריה:אינדיאנים: היסטוריה History of journalism היסטוריה של העיתון History of lions in Europe אריה אירופי History of mathematics היסטוריה של המתמטיקה History of mathematics קטגוריה:היסטוריה של המתמטיקה History of measurement היסטוריה של שיטות המדידה History of medicine קטגוריה:היסטוריה של הרפואה History of military nutrition תזונה צבאית History of military nutrition in the United States תזונה צבאית History of modern Mongolia מונגוליה המודרנית History of money תולדות הכסף History of music תולדות המוזיקה History of nuclear weapons היסטוריה של הנשק הגרעיני History of pain theory תאוריית שליטת השער בכאב History of photography קטגוריה:היסטוריה של הצילום History of physics היסטוריה של הפיזיקה History of physics קטגוריה:היסטוריה של הפיזיקה History of religions היסטוריה של הדתות History of responsa in Judaism שאלות ותשובות History of science היסטוריה של המדע History of science קטגוריה:היסטוריה של המדע History of socialism היסטוריה של הסוציאליזם History of sociology היסטוריה של הסוציולוגיה History of sport היסטוריה של הספורט History of sports קטגוריה:היסטוריה של הספורט History of technology היסטוריה של הטכנולוגיה History of the Americas קטגוריה:אמריקה: היסטוריה History of the Bahamas קטגוריה:איי בהאמה: היסטוריה History of the Balkans קטגוריה:בלקן: היסטוריה History of the British Isles קטגוריה:בריטניה: היסטוריה History of the Brooklyn Dodgers ההיסטוריה של ברוקלין דודג'רס History of the Caribbean היסטוריה של הקריביים History of the Caribbean קטגוריה:הקריביים: היסטוריה History of the Caucasus קטגוריה:קווקז: היסטוריה History of the Central African Republic היסטוריה של הרפובליקה המרכז-אפריקאית History of the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: היסטוריה History of the Constitution of the United Kingdom היסטוריה של החוקה הבריטית History of the Czech lands קטגוריה:צ'כיה: היסטוריה History of the Democratic Republic of the Congo היסטוריה של הרפובליקה הדמוקרטית של קונגו History of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: היסטוריה History of the Dominican Republic היסטוריה של הרפובליקה הדומיניקנית History of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: היסטוריה History of the Encyclopædia Britannica היסטוריה של האנציקלופדיה בריטניקה History of the European Union היסטוריה של האיחוד האירופי History of the Faroe Islands קטגוריה:איי פארו: היסטוריה History of the Gambia קטגוריה:גמביה: היסטוריה History of the Greek language תבנית:היסטוריה של היוונית History of the Internet היסטוריה של האינטרנט History of the Internet קטגוריה:היסטוריה של האינטרנט History of the Israel Defense Forces היסטוריה של צבא הגנה לישראל History of the Israel national football team היסטוריה של נבחרת ישראל בכדורגל History of the Israeli–Palestinian conflict היסטוריה של הסכסוך הישראלי-פלסטיני History of the Jews during World War II היהודים במלחמת העולם השנייה History of the Jews in Aden יהדות עדן History of the Jews in Afghanistan יהדות אפגניסטן History of the Jews in Africa יהדות אפריקה History of the Jews in Albania יהדות אלבניה History of the Jews in Algeria יהדות אלג'יריה History of the Jews in Alsace יהדות אלזס History of the Jews in Amsterdam הקהילה היהודית באמסטרדם History of the Jews in Ancona יהדות אנקונה History of the Jews in Argentina יהדות ארגנטינה History of the Jews in Armenia יהדות ארמניה History of the Jews in Asti יהדות אסטי History of the Jews in Australia יהדות אוסטרליה History of the Jews in Austria יהדות אוסטריה History of the Jews in Azerbaijan יהדות אזרבייג'ן History of the Jews in Belarus יהדות בלארוס History of the Jews in Belgium יהדות בלגיה History of the Jews in Belmonte יהודי בלמונטה History of the Jews in Bolivia יהדות בוליביה History of the Jews in Bosnia and Herzegovina יהדות בוסניה והרצגובינה History of the Jews in Brazil יהדות ברזיל History of the Jews in Bulgaria יהדות בולגריה History of the Jews in Canada יהדות קנדה History of the Jews in Chile יהדות צ'ילה History of the Jews in China יהדות סין History of the Jews in Colombia יהדות קולומביה History of the Jews in Cuba יהדות קובה History of the Jews in Cyprus יהדות קפריסין History of the Jews in Denmark יהדות דנמרק History of the Jews in East Germany יהדות גרמניה המזרחית History of the Jews in Ecuador יהדות אקוודור History of the Jews in Egypt יהדות מצרים History of the Jews in England יהדות בריטניה History of the Jews in Estonia יהדות אסטוניה History of the Jews in Europe יהדות אירופה History of the Jews in Finland יהדות פינלנד History of the Jews in France יהדות צרפת History of the Jews in Georgia יהדות גאורגיה History of the Jews in Germany יהדות גרמניה History of the Jews in Gibraltar יהדות גיברלטר History of the Jews in Greece יהדות יוון History of the Jews in Guyana יהדות גיאנה History of the Jews in Hong Kong יהדות הונג קונג History of the Jews in Hungary יהדות הונגריה History of the Jews in Iceland יהדות איסלנד History of the Jews in India יהדות הודו History of the Jews in Indonesia יהדות אינדונזיה History of the Jews in Iraq יהדות בבל History of the Jews in Ireland יהדות אירלנד History of the Jews in Italy יהדות איטליה History of the Jews in Japan יהדות יפן History of the Jews in Kazakhstan יהדות קזחסטן History of the Jews in Kurdistan יהדות כורדיסטן History of the Jews in Latvia יהדות לטביה History of the Jews in Lebanon יהדות לבנון History of the Jews in Libya יהדות לוב History of the Jews in Livorno יהדות ליבורנו History of the Jews in Luxembourg לוקסמבורג#יהדות לוקסמבורג History of the Jews in Malaysia יהדות מלזיה History of the Jews in Malta יהדות מלטה History of the Jews in Moldova יהדות מולדובה History of the Jews in Morocco יהדות מרוקו History of the Jews in Munich יהדות גרמניה History of the Jews in Myanmar יהדות בורמה History of the Jews in Naples יהדות נאפולי History of the Jews in New York יהדות ניו יורק History of the Jews in New Zealand יהדות ניו זילנד History of the Jews in Norway יהדות נורווגיה History of the Jews in Ohio יהדות אוהיו History of the Jews in Pakistan יהדות פקיסטן History of the Jews in Poland יהדות פולין History of the Jews in Portugal יהדות פורטוגל History of the Jews in Romania יהדות רומניה History of the Jews in Russia יהדות רוסיה History of the Jews in Sardinia יהדות סרדיניה History of the Jews in Scotland יהדות סקוטלנד History of the Jews in Serbia יהדות סרביה History of the Jews in Sicily יהדות סיציליה History of the Jews in Singapore יהדות סינגפור History of the Jews in Slovakia יהדות סלובקיה History of the Jews in Slovenia יהדות סלובניה History of the Jews in South Africa יהדות דרום אפריקה History of the Jews in South Korea יהדות קוריאה הדרומית History of the Jews in Sudan יהדות סודאן History of the Jews in Suriname יהדות סורינאם History of the Jews in Sweden יהדות שוודיה History of the Jews in Switzerland יהדות שווייץ History of the Jews in Tajikistan יהדות טג'יקיסטן History of the Jews in Thailand יהדות תאילנד History of the Jews in Thessaloniki יהדות סלוניקי History of the Jews in Tivoli יהודי טיבולי History of the Jews in Trieste יהדות טריאסטה History of the Jews in Tunisia יהדות תוניסיה History of the Jews in Turkey יהדות טורקיה History of the Jews in Ukraine יהדות אוקראינה History of the Jews in Uruguay יהדות אורוגוואי History of the Jews in Venezuela יהדות ונצואלה History of the Jews in the Arabian Peninsula יהדות חצי האי ערב History of the Jews in the Czech Republic יהדות צ'כיה History of the Jews in the Netherlands יהדות הולנד History of the Jews in the Philippines יהדות הפיליפינים History of the Jews in the Soviet Union יהדות ברית המועצות History of the Jews of Nicaragua יהדות ניקרגואה History of the Jews under Muslim rule יהדות ארצות האסלאם History of the London Underground היסטוריה של הרכבת התחתית של לונדון History of the Los Angeles Angels of Anaheim לוס אנג'לס אנג'לס מאנהיים History of the Low Countries תבנית:ארצות השפלה History of the Marshall Islands קטגוריה:איי מרשל: היסטוריה History of the Middle East היסטוריה של המזרח התיכון History of the Middle East קטגוריה:המזרח התיכון: היסטוריה History of the Netherlands היסטוריה של הולנד History of the Netherlands קטגוריה:הולנד: היסטוריה History of the North Sea קטגוריה:הים הצפוני: היסטוריה History of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: היסטוריה History of the Peloponnesian War תולדות המלחמה הפלופונסית History of the People's Republic of China היסטוריה של הרפובליקה העממית של סין History of the People's Republic of China קטגוריה:הרפובליקה העממית של סין: היסטוריה History of the Philippines היסטוריה של הפיליפינים History of the Philippines קטגוריה:הפיליפינים: היסטוריה History of the Republic of Ireland היסטוריה של אייר History of the Republic of Macedonia היסטוריה של רפובליקת מקדוניה History of the Republic of Macedonia קטגוריה:מקדוניה: היסטוריה History of the Royal Air Force קטגוריה:היסטוריה של חיל האוויר המלכותי History of the Royal Air Force during World War II קטגוריה:חיל האוויר המלכותי במלחמת העולם השנייה History of the Royal Canadian Navy הצי המלכותי הקנדי History of the Royal Navy קטגוריה:היסטוריה של הצי המלכותי הבריטי History of the Solomon Islands היסטוריה של איי שלמה History of the Solomon Islands קטגוריה:איי שלמה: היסטוריה History of the Soviet Union היסטוריה של ברית המועצות History of the Soviet Union תקופת חרושצ'וב בברית המועצות History of the Soviet Union and Soviet Russia קטגוריה:ברית המועצות: היסטוריה History of the Technion – Israel Institute of Technology הטכניון - מכון טכנולוגי לישראל History of the Tennessee Titans טנסי טייטאנס History of the Thirteen Colonies קטגוריה:היסטוריה קולוניאלית של ארצות הברית History of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: היסטוריה History of the United Kingdom היסטוריה של הממלכה המאוחדת History of the United Kingdom קטגוריה:הממלכה המאוחדת: היסטוריה History of the United States היסטוריה של ארצות הברית History of the United States קטגוריה:ארצות הברית: היסטוריה History of the United States Air Force קטגוריה:היסטוריה של חיל האוויר של ארצות הברית History of the United States Congress קטגוריה:הקונגרס של ארצות הברית: היסטוריה History of the United States Virgin Islands איי הבתולה של ארצות הברית#היסטוריה History of the United States by state קטגוריה:היסטוריה של מדינות ארצות הברית History of the firearm היסטוריה של כלי הירי History of the flags of the United States גלריית דגלי ארצות הברית History of the tank היסטוריה של הטנקים History of the world היסטוריה עולמית History of theatre היסטוריה של התיאטרון History of theatre קטגוריה:היסטוריה של התיאטרון History of veganism היסטוריה של הטבעונות History of vegetarianism היסטוריה של הצמחונות History of video games היסטוריה של משחקי הווידאו History stubs קטגוריה:קצרמר היסטוריה Historyhorror/sandbox הומינואידים Histri היסטרים Histrionic personality disorder הפרעת אישיות היסטריונית Hit & Miss לפגוע ולהחטיא Hit 'Em Up Hit 'Em Up Hit Man: A Technical Manual for Independent Contractors רוצח שכיר - מדריך שימושי לקבלן עצמאי Hit and run תאונת פגע וברח Hit single להיט Hit the Road Jack Hit the Road Jack Hit to lead ממולקולת מטרה למולקולה מובילה Hitachi היטאצ'י Hitahdut HaIkarim התאחדות האיכרים והחקלאים בישראל Hitbodedut התבודדות#התבודדות ביהדות Hitch היצ' Hitchcock היצ'קוק Hitchhike הטרמפיסט Hitchhiking טרמפ Hitchhiking in Israel טרמפיאדה Hiten היטן Hithlum היתלום Hitler Diaries יומני היטלר Hitler Youth הנוער ההיטלראי Hitler Youth קטגוריה:הנוער ההיטלראי Hitler family משפחתו של אדולף היטלר Hitler oath דינסטייד Hitlerjunge Quex נער הצלב ההיטלראי Hitman Hitman Hitman היטמן Hitman 2: Silent Assassin Hitman Hitman: Absolution Hitman: Absolution Hitmixes Hitmixes Hitomi היטומי Hitomi Obara היטומי אוברה Hitomi Shimatani היטומי שימאטאני Hitori היטורי Hitoshi Ashida היטושי אשידה Hitoshi Imamura היטושי איממורה Hittin חיטין Hittite deities קטגוריה:אלים חתיים Hittite kings קטגוריה:מלכי החתים Hittite language חתית Hittites חתים Hittites קטגוריה:חתים Hittitologist חתיתולוג Hittitologists קטגוריה:חיתיתולוגים Hivite חיווים Hiwi al-Balkhi חיוי הבלכי Hiyya חייא Hiyya Abin Naggara רב חייא בר אבין Hiyya Ashi רב חייא בר אשי Hiyya Joseph רבי חייא בר יוסף Hiyya bar Abba חייא בר אבא Hiyya the Great רבי חייא Hizma חיזמה Hiʻiaka הייאקה Hjalmar Branting היאלמר ברנטינג Hjalmar Johansen היאלמר יוהנסן Hjalmar Schacht היילמאר שאכט Hjalmar Siilasvuo היילמאר סילאסוואו Hlinka Guard משמר הלינקה Hluboká Castle ארמון הלובוקה Hlukhiv הלוחיב Hlybokaye גלובוקי Hlyniany הליניאני Ho Chi Minh הו צ'י מין Ho Chi Minh City הו צ'י מין סיטי Ho Feng-Shan חה פנגשאן Hoagy Carmichael הוגי קרמייקל Hoard מטמון מטבעות Hoary fox שועל ארגנטינאי לבן Hoatzin הואצין Hobart הובארט Hobbies קטגוריה:תחביבים Hobbit הוביט Hobby תחביב Hobgoblin הובגובלין Hoboken הובוקן Hoboken catalogue קטלוג הובוקן ליצירות יוזף היידן Hoch Conservatory קונסרבטוריון הוך Hochman הוכמן Hochschule für Musik "Hanns Eisler" בית הספר הגבוה למוזיקה ע"ש הנס אייזלר Hochschule für die Wissenschaft des Judentums בית המדרש הגבוה למדעי היהדות Hockenheimring הוקנהיימרינג Hockey הוקי Hockey at the Olympic Games הוקי שדה במשחקים האולימפיים Hockey stick controversy גרף מקל ההוקי Hocus pocus הוקוס פוקוס Hod הו"ד Hod HaSharon הוד השרון Hod Hasharon Sokolov Railway Station תחנת הרכבת הוד השרון - סוקולוב Hod Lipson הוד ליפסון Hoda Barakat הודא ברכאת Hodaya הודיה Hodayot הודיות Hoddle Grid הודל גריד Hodge conjecture השערת הודג' Hodges הודג'ס Hodgkin הודג'קין Hodgkin's lymphoma לימפומת הודג'קין Hodgkin–Huxley model מודל הודג'קין-האקסלי Hodgson הודג'סון Hoe מעדר Hoechst stain צביעת הכסט Hoeffding's inequality חסם הופדינג Hoegaarden Brewery הוגרדן Hoeryong הואריונג Hof Ashkelon Regional Council מועצה אזורית חוף אשקלון Hof Ashkelon Regional Council קטגוריה:מועצה אזורית חוף אשקלון Hof Ashkelon Regional Council תבנית:מועצה אזורית חוף אשקלון Hof Aza Ganei Tal גני טל Hof Aza Netzer Hazani נצר חזני Hof Aza Regional Council מועצה אזורית חוף עזה Hof HaCarmel Regional Council מועצה אזורית חוף הכרמל Hof HaCarmel Regional Council קטגוריה:מועצה אזורית חוף הכרמל Hof HaCarmel Regional Council תבנית:מועצה אזורית חוף הכרמל Hof HaSharon Arsuf ארסוף Hof HaSharon Regional Council מועצה אזורית חוף השרון Hof HaSharon Regional Council קטגוריה:מועצה אזורית חוף השרון Hof HaSharon Regional Council תבנית:מועצה אזורית חוף השרון Hof van Cleve הוף ון קלווה Hofburg Palace הופבורג Hoffa הופה Hoffman הופמן Hoffman Island הופמן Hoffmann's two-toed sloth עצלן דו-אצבע של הופמן Hoffmann-La Roche הופמן לה רוש Hofit חופית Hofmann elimination כלל הופמן Hofstadter הופשטטר Hofstadter's law חוק הופשטטר Hog badger גירית דובית Hog-nosed skunk בואש חוטמני Hogan הוגאן Hogeye/Anarchism אנרכיזם Hogwarts הוגוורטס Hogwarts staff הארי פוטר - דמויות משנה#אנשי הוגוורטס Hohensalzburg Castle טירת זלצבורג Hohenschönhausen הוהנשנהאוזן Hohenwerfen Castle טירת הוהנוורפן Hohenzollern Bridge גשר הוהנצולרן Hohenzollern-Sigmaringen הוהנצולרן-זיגמרינגן Hoher Dachstein דאכשטיין Hohhot חוחחוט Hohmann transfer orbit מסלול הוהמן Hohner הונר Hohniesen הוניזן Hoiniki חויניקי Hoisin sauce רוטב הויסין Hokkaido הוקאידו Hokkaido Asahikawa אסהיקאווה Hokkaido Hakodate הקודאטה Hokkaido Kushiro קושירו Hokkaido wolf זאב הוקאידו Hokusai קצושיקה הוקוסאי Holam חולם Holarchy הולרכיה Holarctic האזור ההולארקטי Holašovice הולשוביצה Holberg International Memorial Prize פרס הולברג Holberg Prize פרס הולברג Holborn הוברן Holborn tube station תחנת הרכבת התחתית הולבורן Holbrook הולברוק Holby City הולבי סיטי Hold It Against Me Hold It Against Me Hold It Don't Drop It Brave#Hold It Don't Drop It Hold My Hand Hold My Hand Hold Tight תחזיקו חזק Hold You Down Rebirth#Hold You Down Holder הולדר Holder משתמש:Holder Holding On to You Holding on to You Holding companies קטגוריה:חברות החזקות Holding company חברת החזקות Holdout problem בעיית הסחטן Hole הול Hole חור Hole in the Moon חור בלבנה Hole punch מנקב Holes בורות Holetown הולטאון Holger Badstuber הולגר באדשטובר Holger Crafoord הולגר קראפורד Holger Norman-Hansen הולגר נורמן הנסן Holger Werfel Scheuermann הולגר ורפל שוירמן Holguín אולגין Holi הולי Holiday Holiday Holiday חג Holiday תבנית:משתמש בחופשה Holiday Inn הולידיי אין Holiday cottage בית קיץ Holiday songs קטגוריה:שירי חגים ומועדים Holiday56/Discography drafts/R.E.M. discography דיסקוגרפיה של אר.אי.אם. Holidays קטגוריה:חגים ומועדים Holiness קדושה Holism הוליזם Holistic health רפואה הוליסטית Holit חולית Hollaback! הכצעקתה Holland הולנד Holland House בית הולנד Holland Roden הולנד רודן Holland Tunnel מנהרת הולנד Hollandaise sauce רוטב הולנדז Hollander הולנדר Hollandsche Bank-Unie בנק הולנד Hollandsche Schouwburg הולנדסה סכאובורך Holland–Dozier–Holland הולנד-דוזייר-הולנד Hollenthon הולנת'ון Holliday הולידיי Hollow Earth כדור הארץ החלול Hollow-point bullet הולופוינט Holly צינית Holly Aird הולי איירד Holly Holm הולי הולם Holly Hunter הולי האנטר Holly Madison הולי מדיסון Holly Marie Combs הולי מארי קומבס Holly the Ghost המפחידנים Hollymarkretails/sandbox LIMUP Hollywood הוליווד Hollywood קטגוריה:הוליווד Hollywood Bowl הוליווד בול Hollywood Foreign Press Association איגוד העיתונאים הזרים בהוליווד Hollywood Records הוליווד רקורדס Hollywood Sign שלט הוליווד Hollywood Squares תשע בריבוע Hollywood Walk of Fame קטגוריה:שדרת הכוכבים של הוליווד Hollywood Walk of Fame שדרת הכוכבים של הוליווד Hollywood blacklist הרשימה השחורה של הוליווד Hollókő הולוקה Holm הולם Holm of Papa הולם אוף פאפא Holmes הולמס Holmium הולמיום Holocaust Memorial Synagogue בית הכנסת לזכר השואה Holocaust Memorial at California Palace of the Legion of Honor אנדרטת השואה Holocaust Survivors and Grown-Up Green Leaf Party ניצולי השואה עם בוגרי עלה ירוק Holocaust antisemitic attacks and incidents קטגוריה:פרעות ופוגרומים בשואה Holocaust books קטגוריה:ספרים על השואה Holocaust commemoration קטגוריה:זיכרון השואה Holocaust denial הכחשת השואה Holocaust denial קטגוריה:הכחשת השואה Holocaust deniers קטגוריה:מכחישי שואה Holocaust films קטגוריה:סרטים על השואה Holocaust historical documents קטגוריה:השואה: מסמכים ותיעוד Holocaust literature קטגוריה:ספרות השואה Holocaust massacres and pogroms קטגוריה:מעשי טבח בשואה Holocaust memorials קטגוריה:אנדרטאות להנצחת השואה Holocaust museum מוזיאון השואה Holocaust museums קטגוריה:מוזיאונים להנצחת השואה Holocaust museums in the United States קטגוריה:ארצות הברית: מוזיאונים להנצחת השואה Holocaust perpetrators קטגוריה:פושעי מלחמה נאצים Holocaust survivors קטגוריה:ניצולי השואה Holocaust terminology קטגוריה:טרמינולוגיה של תקופת השואה Holocaust trivialization טריוויאליזציה של השואה Holocaust victims השמדת לא-יהודים במלחמת העולם השנייה Holocene הולוקן Holocene קטגוריה:הולוקן Holocene extinction אירוע ההכחדה בהולוקן Holocnemus pluchei רועד חומפס Holodeck הולודק Holodomor הולודומור Holofernes הולופרנס Holography הולוגרפיה Holomorphic function פונקציה הולומורפית Holon הולון Holon חולון Holon קטגוריה:חולון Holon Children's Museum מוזיאון הילדים חולון Holon Institute of Technology HIT מכון טכנולוגי חולון Holon Junction Railway Station תחנת הרכבת צומת חולון Holon Toto Hall היכל טוטו חולון Holon-Wolfson Railway Station תחנת הרכבת חולון - וולפסון Holostei תמים גרמיים Holothuria atra גלילן שחור Holothuriidae קטגוריה:גלילניים Holothuroidea קטגוריה:מלפפוני ים Holstein הולשטיין Holstein Friesian cattle הולשטיין Holt הולט Holt gas electric tank הולט Holter monitor מוניטור הולטר Holtzman הולצמן Holtzman Inkblot Technique מבחן כתמי הדיו של הולצמן Holy Alliance הברית הקדושה Holy Basin האגן הקדוש Holy Ecclesia of Jesus כנסיית ישו הקדושה Holy Family המשפחה הקדושה Holy Fire שבת האור Holy Grail הגביע הקדוש Holy Lance הרומח הקדוש Holy Land archaeologists קטגוריה:ארץ ישראל: ארכאולוגים Holy Land during Byzantine rule קטגוריה:התקופה הביזנטית בארץ ישראל Holy Land travellers קטגוריה:ארץ ישראל: נוסעים Holy Man הקדוש מכולם Holy Piby הפיבי הקדוש Holy Roman Emperor Charles IV קיסר האימפריה הרומית הקדושה קרל הרביעי Holy Roman Emperor Charles V קיסר האימפריה הרומית הקדושה קרל החמישי Holy Roman Emperor Ferdinand I קיסר האימפריה הרומית הקדושה פרדיננד הראשון Holy Roman Emperor Ferdinand II קיסר האימפריה הרומית הקדושה פרדיננד השני Holy Roman Emperor Ferdinand III קיסר האימפריה הרומית הקדושה פרדיננד השלישי Holy Roman Emperor Francis I קיסר האימפריה הרומית הקדושה פרנץ הראשון Holy Roman Emperor Francis II קיסר האימפריה הרומית הקדושה פרנץ השני Holy Roman Emperor Frederick I קיסר האימפריה הרומית הקדושה פרידריך הראשון Holy Roman Emperor Frederick II קיסר האימפריה הרומית הקדושה פרידריך השני Holy Roman Emperor Frederick III קיסר האימפריה הרומית הקדושה פרידריך השלישי Holy Roman Emperor Henry II קיסר האימפריה הרומית הקדושה היינריך השני Holy Roman Emperor Henry III קיסר האימפריה הרומית הקדושה היינריך השלישי Holy Roman Emperor Henry IV קיסר האימפריה הרומית הקדושה היינריך הרביעי Holy Roman Emperor Henry V קיסר האימפריה הרומית הקדושה היינריך החמישי Holy Roman Emperor Henry VI קיסר האימפריה הרומית הקדושה היינריך השישי Holy Roman Emperor Henry VII קיסר האימפריה הרומית הקדושה היינריך השביעי Holy Roman Emperor Joseph II קיסר האימפריה הרומית הקדושה יוזף השני Holy Roman Emperor Leopold I קיסר האימפריה הרומית הקדושה לאופולד הראשון Holy Roman Emperor Leopold II קיסר האימפריה הרומית הקדושה לאופולד השני Holy Roman Emperor Matthias קיסר האימפריה הרומית הקדושה מתיאס Holy Roman Emperor Maximilian I קיסר האימפריה הרומית הקדושה מקסימיליאן הראשון Holy Roman Emperor Maximilian II קיסר האימפריה הרומית הקדושה מקסימיליאן השני Holy Roman Emperor Otto I קיסר האימפריה הרומית הקדושה אוטו הראשון Holy Roman Emperor Otto II קיסר האימפריה הרומית הקדושה אוטו השני Holy Roman Emperor Otto IV קיסר האימפריה הרומית הקדושה אוטו הרביעי Holy Roman Emperor Rudolf II קיסר האימפריה הרומית הקדושה רודולף השני Holy Roman Emperor Sigismund קיסר האימפריה הרומית הקדושה זיגמונד Holy Roman Emperors קטגוריה:קיסרי האימפריה הרומית הקדושה Holy Roman Empire האימפריה הרומית הקדושה Holy Roman Empire קטגוריה:האימפריה הרומית הקדושה Holy See הכס הקדוש Holy See קטגוריה:הכס הקדוש Holy See–Israel relations יחסי הוותיקן-ישראל Holy Spirit רוח הקודש Holy Spirit Movement תנועת הרוח הקדושה Holy Trinity Cathedral קתדרלת השילוש הקדוש Holy Trinity Cathedral of Tbilisi קתדרלת סמבה Holy Trinity Column in Olomouc עמוד השילוש הקדוש באולומואוץ Holy Week השבוע הקדוש Holy Wood Holy Wood Holy anointing oil שמן המשחה Holy cities קטגוריה:ערים קדושות Holy city עיר קדושה Holy of Holies קודש הקודשים Holy orders הסמכה לכהונה Holy water מים קדושים Holyhead הוליהד Holyland Case פרשת הולילנד Holyland Model of Jerusalem דגם ירושלים בסוף ימי בית שני Holyrood Palace ארמון הולירוד Holyrood Park פארק הולירוד Holywood הוליווד Homage טקס שבועת אמונים Homage מחווה Homage to Catalonia מחווה לקטלוניה Homaranismo הומארניסמו Homare Sawa הומארה סאווה Homburg הומבורג Home Home Home בית Home Alone שכחו אותי בבית Home Alone תבנית:סדרת סרטי שכחו אותי בבית Home Alone 2: Lost in New York שכחו אותי בבית 2 Home Alone 3 שכחו אותי בבית 3 Home Alone 4 שכחו אותי בבית 4 Home Army ארמייה קריובה Home Children Home Children Home Front Command פיקוד העורף Home Guard משמר המולדת Home Guard משמר המולדת הדני Home Improvement שפץ ביתך Home Insurance Building בניין הום אינשורנס Home Movies Home Movies Home advantage יתרון ביתיות Home and Away קרוב רחוק Home appliance מכשירי חשמל ביתיים Home appliances קטגוריה:מכשירי חשמל ביתיים Home automation בית חכם Home birth לידת בית Home cinema קולנוע ביתי Home directory תיקיית בית Home front עורף Home inspection ביקורת מבנים Home on the Range מרד החיות Home page דף בית Home page דף הבית Home port נמל בית Home remedy תרופת סבתא Home run הום ראן Home staging הום סטייג'ינג Home theater PC HTPC Homecoming Homecoming Homeland הומלנד Homeland מולדת Homeland Union איחוד המולדת Homelessness חסר בית Homeomorphism הומיאומורפיזם Homeopathy הומאופתיה Homeostasis הומאוסטאזיס Homeoteleuton הומויוטלאוטון Homeothermy הומיאותרמיות Homer הומר Homer הומרוס Homer Hickam הומר היקאם Homer Mekomi חומר מקומי Homer Simpson הומר סימפסון Homer's Phobia הפוביה של הומר Homeric Greek יוונית הומרית Homeric Hymns המנונים הומריים Homeschooling חינוך ביתי Homesh חומש Homesh First חומש תחילה Homesickness געגועים הביתה Homestar Runner הומסטאר ראנר Hometown Glory Hometown Glory Homeward Bound: The Incredible Journey המסע המופלא הביתה Homework שיעורי בית Homi Bhabha הומי באבא Homicidal תעלומת הרצח הכפול Homicide: Life on the Street רצח מאדום לשחור Homilies d'Organyà דרשות אורגניה Homing pigeon יונת דואר Hominidae הומינידיים Hominidae nav תבנית:קופי אדם Hominina קטגוריה:הומינידים Homininae הומיננאים Hominini הומיניניים Homo אדם Homo הומו Homo erectus הומו ארקטוס Homo ergaster הומו ארגסטר Homo floresiensis הומו פלורסיינסיס Homo habilis הומו הביליס Homo heidelbergensis הומו היידלברגנסיס Homo homini lupus אדם לאדם זאב Homo naledi הומו נאלדי Homo rudolfensis הומו רודולפנסיס Homo sacer הומו סאקר Homo sapiens האדם הנבון Homo sapiens idaltu הומו ספיאנס אידלטו Homocysteine הומוציסטאין Homoeroticism הומוארוטיקה Homogamy הומוגמיה Homogeneity הומוגניות Homogeneous הומוגניות Homogeneous function פונקציה הומוגנית Homogenic Homogenic Homogenization המגון Homograph הומוגרף Homological algebra אלגברה הומולוגית Homological algebra קטגוריה:אלגברה הומולוגית Homologous chromosome כרומוזום הומולוגי Homologous recombination רקומבינציה הומולוגית Homology הומולוגיה Homology theory קטגוריה:תורת ההומולוגיה Homolysis הומוליזה Homomonument הומומונומנט Homomorphic encryption הצפנה הומומורפית Homomorphism הומומורפיזם Homonym הומונימיה Homophile הומופיל Homophobia הומופוביה Homophone הומופון Homophony הומופוניה Homoplasy הומופלסיה Homoptera אחידי כנף Homopus signatus צב כף מנומר Homoscedasticity הומוסקדסטיות Homosexual behavior in animals הומוסקסואליות בבעלי חיים Homosexuality הומוסקסואליות Homosexuality and Judaism להט"ב ויהדות Homosexuality and religion הומוסקסואליות ודת Homosexuality in ancient Greece הומוסקסואליות ביוון העתיקה Homotherium הומוטריום Homothetic center נקודת דמיון Homotopy הומוטופיה Homotopy group חבורות ההומוטופיה Homotopy theory קטגוריה:תורת ההומוטופיה Homs חומס Homs Governorate חומס Homs Military Academy האקדמיה הצבאית בחומס Homs Military Academy קטגוריה:בוגרי האקדמיה הצבאית בחומס Homunculus argument כשל הומונקולוס Hon הון Honda הונדה Honda קטגוריה:הונדה Honda תבנית:הונדה Honda Accord הונדה אקורד Honda CBR1100XX הונדה CBR1100XX Honda Civic הונדה סיוויק Honda Point disaster אסון הונדה פוינט Honda S2000 הונדה S2000 Hondarribia הונדריביה Honduran businesspeople קטגוריה:אנשי עסקים הונדורסים Honduran economists קטגוריה:כלכלנים הונדורסים Honduran footballers קטגוריה:כדורגלנים הונדורסים Honduran people קטגוריה:הונדורסים Honduran politicians קטגוריה:פוליטיקאים הונדורסים Honduran presidential plane וסטווינד Honduras הונדורס Honduras קטגוריה:הונדורס Honduras at the Olympics הונדורס במשחקים האולימפיים Honduras at the Paralympics הונדורס במשחקים הפאראלימפיים Honduras national football team נבחרת הונדורס בכדורגל Honduras national football team navigational boxes קטגוריה:סגלי נבחרת הונדורס בכדורגל Honduras squad 2014 FIFA World Cup תבנית:נבחרת הונדורס במונדיאל 2014 Honduras templates קטגוריה:תבניות ניווט - הונדורס HonestReporting Honest Reporting Honey דבש Honey קטגוריה:דבש Honey Honey Honey Honey Honey Pie Honey Pie Honey badger גירית הדבש Honey extraction רדיית דבש Honey liqueurs and spirits קטגוריה:ליקרי דבש Honeycomb structure מבנה כוורת Honeydew טל דבש Honeyeater דבשניים Honeyguide אוביליים Honeymoon Honeymoon Honeymoon ירח דבש Honeypot מלכודת דבש Honfleur אונפלר Hong Deok-young הונג דוק-יונג Hong Kong הונג קונג Hong Kong פורטל:הונג קונג Hong Kong קטגוריה:הונג קונג Hong Kong Admiralty קטגוריה:אדמירליטי Hong Kong Airlines הונג קונג איירליינס Hong Kong Avenue of Stars שדרת הכוכבים Hong Kong Basic Law חוק יסוד הונג קונג Hong Kong Central סנטרל Hong Kong Central קטגוריה:סנטרל Hong Kong Central Library הספרייה המרכזית של הונג קונג Hong Kong Clock Tower מגדל השעון צים שא צוי Hong Kong Disneyland דיסנילנד Hong Kong Disneyland Resort אתר הנופש דיסנילנד הונג קונג Hong Kong Disneyland Resort קטגוריה:דיסנילנד הונג קונג Hong Kong Government House בית הממשלה Hong Kong International Airport נמל התעופה הבינלאומי של הונג קונג Hong Kong Island הונג קונג Hong Kong Letters Patent 1917 מכתב ההרשאה של הונג קונג Hong Kong Mandarin Oriental מנדרין אוריינטל Hong Kong Museum of Art מוזיאון הונג קונג לאמנות Hong Kong Museum of Coastal Defence המוזיאון להגנת החופים של הונג קונג Hong Kong Museum of History המוזיאון להיסטוריה של הונג קונג Hong Kong Park פארק הונג קונג Hong Kong Royal Instructions 1917 ההנחיות המלכותיות של הונג קונג Hong Kong Science Museum מוזיאון המדע של הונג קונג Hong Kong Science Park פארק המדע של הונג קונג Hong Kong Space Museum מוזיאון החלל של הונג קונג Hong Kong Stock Exchange הבורסה לניירות ערך בהונג-קונג Hong Kong Trail שביל הונג קונג Hong Kong action films קטגוריה:סרטי פעולה הונג קונגיים Hong Kong at the Olympics הונג קונג במשחקים האולימפיים Hong Kong at the Paralympics הונג קונג במשחקים הפאראלימפיים Hong Kong dollar דולר הונג קונגי Hong Kong films קטגוריה:סרטים הונג קונגיים Hong Kong law קטגוריה:הונג קונג: חוק ומשפט Hong Kong national basketball team נבחרת הונג קונג בכדורסל Hong Kong national football team נבחרת הונג קונג בכדורגל Hong Kong people קטגוריה:הונג קונג: אישים Hong Kong–Shenzhen Western Corridor פרוזדור מערבי הונג קונג-שנג'ן Hong Myung-bo הונג מיונג-בו Hong Ying הונג יינג Hongcun הונגצון Honghe Hani Rice Terraces טרסות האורז בחונגחה האני Honi ha-M'agel חוני המעגל Honi soit qui mal y pense הבוז למי שיהגה בו רעה Honiara הוניארה Honiara International Airport נמל התעופה הבינלאומי הוניארה Honigman הוניגמן Honolulu הונולולו Honor by association כבוד בגלל קרבה Honor guard משמר כבוד Honor killing רצח על חילול כבוד המשפחה Honorarium שכר סופרים Honorary citizenship אזרחות כבוד Honorary consuls קטגוריה:קונסולים של כבוד Honorary degree דוקטור לשם כבוד Honoratus of Amiens הונורטוס מאמיין Honorifics for the dead in Judaism המוות בשפה העברית Honorius הונוריוס Honorius פלביוס אוגוסטוס הונוריוס Honoré Daumier אונורה דומייה Honoré de Balzac אונורה דה בלזק Honoré de Balzac קטגוריה:אונורה דה בלזק Honour thy father and thy mother כיבוד אב ואם Honshu הונשו Hoobastank הובסטנק Hood ברדס Hood הברדס Hood הוד Hood mockingbird חקיין אספניולה Hooded crane עגור הכתם Hooded crow עורב אפור Hooded merganser מרגון כיפה Hooded seal כלב ים כובעי Hooded skunk בואש מכורבל Hooded vulture נשר אפור כיפה Hooded wheatear סלעית נזירה Hoodia gordonii הודיה גורדוני Hoodwinked Too! Hood vs. Evil כיפה אדומה סוגרת חשבון Hoodwinked! כיפה אדומה: הסיפור האמיתי Hoof פרסה Hoogeveen הוחפיין Hook הוק Hook וו Hookah נרגילה Hooke's law חוק הוק Hooker הוקר Hooking Hooking Hooliganism חוליגניות Hoop חישוק Hooping הופ דאנס Hoopoe דוכיפת Hoot חות Hooters הוטרס Hoover הובר Hoover Dam סכר הובר Hoover administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל הרברט הובר Hooverphonic הוברפוניק Hooverville ערי הובר Hop הופ ארנב Hope הופ Hope תקווה Hope Bay מפרץ התקווה Hope Davis הופ דייוויס Hope Diamond יהלום התקווה Hope Emerson הופ אמרסון Hope Lange הופ לאנג Hope Powell הופ פאוול Hope Simpson Enquiry דו"ח הופ-סימפסון Hope Solo הופ סולו Hope Summers הופ סאמרס Hopes and Fears Hopes and Fears Hopfian group תכונת הופף Hophni and Phinehas חפני ופינחס Hopi הופי Hopkins הופקינס Hopkins–Levitzki theorem משפט הופקינס-לויצקי Hoplite הופליט Hoplocercidae הופלוצרטיים Hopping mouse עכבר מקפץ Hopscotch קלאס Hopsin הופסין Hor-Aha חור אחע Hora הורה Horace הורטיוס Horace Grant הוראס גרנט Horace Greeley הוראס גרילי Horace Günzburg הוראצי גינצבורג Horace Jenkins הוראס ג'נקינס Horace McCoy הוראס מקוי Horace Silver הוראס סילבר Horace Smith-Dorrien הוראס סמית'-דוריאן Horace Vernet הוראס ורנה Horace Walpole הוראס וולפול Horacio Cartes הוראסיו קארטס Horacy Safrin הורצי ספרין Horae הורה Horatio Caro הורציו קארו Horatio Hornblower הוריישיו הורנבלואר Horayot מסכת הוריות Hordeum שעורה Hordeum spontaneum שעורת התבור Horemheb חרמחב Horezu Monastery מנזר חורזו Horgen הורגן Horgoš הורגוש Horia Sima הוריה סימה Horilka הורילקה Horishni Plavni הורישני פלבני Horizon אופק Horizon Air הורייזון אייר Horizontal bar מתח Horizontal gene transfer העברה גנטית אופקית Horizontal integration אינטגרציה אופקית Horizontal plane אופקיות Horki הורקי Horlivka הורליבקה Hormah חורמה Hormesis הורמזיס Hormone הורמון Hormone therapy טיפול הורמונלי Hormones קטגוריה:הורמונים Hormones תבנית:הורמונים Hormozgan Province הורמוזגאן Hormuz הורמוז Hormuzd Rassam הורמוזד רסאם Horn הורן Horn קרן Horn of Africa קרן אפריקה Horn players קטגוריה:נגני קרן Horn section מחלקת הקרנות Hornbill קלאוניים Hornbills קטגוריה:קלאוניים Hornblende הורנבלנדה Hornbostel-Sachs תבנית:סקציות Hornbostel–Sachs הורנבוסטל-זאקס Horned grebe טבלן לבן-לחיים Horned guan הוקו מקורנן Horned lizard איגואנית מקרינה Horned owl אוח Horned puffin תוכי ים צהוב-מקור Horned screamer קמיקי מקרין Horned sungem קוליברי מצויץ Horner's syndrome תסמונת הורנר Hornet Flight מעוף הצרעה Horniman Museum מוזיאון הורנימן Hornosteipel חסידות הורניסטייפול Horns קרניים Horns of Hattin קרני חיטין Hornwort אנתוצרוטה Hornworts קטגוריה:אנתוצרוטה Horodenka הורודנקה Horodło הורודלו Horokhiv הורוכוב Horologium קטגוריה:קבוצת הכוכבים שעון מטוטלת Horologium שעון מטוטלת Horonaim חורונים Horoscope הורוסקופ Horowitz הורוביץ Horrible Bosses איך להיפטר מהבוס Horror Show Horror Show Horror and terror אימה Horror fiction ספרות אימה Horror fiction television series קטגוריה:סדרות אימה Horror film סרט אימה Horror films קטגוריה:סרטי אימה Horror films by genre קטגוריה:סרטי אימה לפי סוגה Horror films by series קטגוריה:סדרות סרטי אימה Horror novels קטגוריה:ספרי אימה Horse סוס הבית Horse Guards Parade רחבת משמר הסוסים Horse Latitudes Horse Latitudes Horse Shoe Brewery שיטפון הבירה של לונדון Horse breeds קטגוריה:גזעי סוסים Horse races קטגוריה:מרוצי סוסים Horse racing מרוץ סוסים Horse tail זנב סוס Horse worship סגידה לסוסים Horse-fly טבניים Horsehead Nebula ערפילית ראש הסוס Horseland סוסלנד Horsemen of Apocalypse פרשי אפוקליפס Horsepower כוח סוס Horseradish חזרת הגינה Horses in World War I סוסים במלחמת העולם הראשונה Horses of Saint Mark סוסי מרקוס הקדוש Horseshoe פרסה Horseshoe bat פרספיים Horseshoes זריקת פרסה Horsfield's tarsier קופיף מערבי Horshim חורשים Horst הורסט Horst Buchholz הורסט בוכהולץ Horst Fischer הורסט פישר Horst Hrubesch הורסט רובש Horst Köhler הורסט קלר Horst Schumann הורסט שומאן Horst Seehofer הורסט זהופר Horst Sindermann הורסט סינדרמן Horst Stein הורסט שטיין Horst Stumpff הורסט שטומפף Horst Wessel הורסט וסל Horst-Dieter Höttges הורסט-דיטר הוטגס Horta Museum מוזיאון הורטה Hortense de Beauharnais הורטנס דה בוארנה Horti Lamiani גני למיה Horticultural therapy גינון טיפולי Horticulture הורטיקולטורה Hortobágy National Park הפארק הלאומי הורטובאג' Horton הורטון Horton Hears a Who! הורטון שומע מישהו Hortus Botanicus הורטוס בוטניקוס Horus הורוס Horwitz הורביץ Horyn River הורין Hosanna הושענות Hose צינור השקיה Hose's palm civet זבד דקל הוסי Hosea הושע בן בארי Hosea Jacobi הושע יעקבי Hosen חוסן Hoshaiah רב אושעיא Hoshaiah Rabbah רבי אושעיא Hoshana Rabbah הושענא רבה Hoshaya הושעיה Hoshcha הושץ' Hoshea הושע בן אלה Hoshea Friedman הושע פרידמן בן שלום Hoshen חושן Hoshi Sato הושי סאטו Hosios Loukas מנזר הוסיוס לוקאס Hosni Mubarak חוסני מובארכ Hospice הוספיס Hospicio Cabañas אוספיסיו קבאניאס Hospital בית חולים Hospital de Sant Pau אוספיטל דה סנט פאו Hospital ship אוניית בית-חולים Hospital-acquired infection זיהום נוזוקומי Hospitality הכנסת אורחים Hospitality industry קטגוריה:מלונאות Hospitals קטגוריה:בתי חולים Hospitals in Europe קטגוריה:אירופה: בתי חולים Hospitals in France קטגוריה:צרפת: בתי חולים Hospitals in Germany קטגוריה:גרמניה: בתי חולים Hospitals in Israel קטגוריה:ישראל: בתי חולים Hospitals in Jerusalem קטגוריה:ירושלים: בתי חולים Hospitals in Paris קטגוריה:פריז: בתי חולים Hospitals in the United States קטגוריה:ארצות הברית: בתי חולים Hossam Ghaly חוסאם ע'אלי Hossam Haick חוסאם חאיק Hossbach Memorandum ועידת הוסבאך Hossein Derakhshan חוסיין דרחשאן Host פונדקאי Hostage בן ערובה Hostage poster.JPG תמונה:Hostage poster.jpg Hostage taking קטגוריה:שביה Hostages בני ערובה Hostages קטגוריה:בני ערובה Hostages Trial משפט בני הערובה Hostel אכסניה Hostel הוסטל Hostel: Part II הוסטל 2 Hostile media effect אפקט התקשורת העוינת Hostile witness עד עוין Hostility עוינות Hosts קובץ hosts Hot HOT Hot Hot Hot קטגוריה:HOT Hot 3 HOT3 Hot Chip הוט צ'יפ Hot Country Songs Hot Country Songs Hot Fuss Hot Fuss Hot Fuzz שוטרים לוהטים Hot Jupiter צדק חם Hot Mobile HOT mobile Hot R&B/Hip-Hop Songs Hot R&B/Hip-Hop Songs Hot Rap Songs Hot Rap Songs Hot Shots! לרקוד עם טייסים Hot Shots! Part Deux לרקוד עם לוחמים Hot Space Hot Space Hot Summer The Long הקיץ הארוך והלוהט Hot Tub Time Machine מכונת זמן בג'קוזי Hot chocolate שוקולטה Hot dog נקניקייה בלחמנייה Hot flash גיל המעבר אצל נשים#גלי חום Hot n Cold Hot n Cold Hot pot הוט פוט Hot reading קריאה חמה Hot sauce רוטב צ'ילי Hot spring מעיין חם Hot springs קטגוריה:מעיינות חמים Hot swapping החלפה חמה Hot tub ג'קוזי Hot water bottle בקבוק חם Hot-bulb engine מנוע תא להט HotCat עזרה:Gadget-HotCat Hotaru Beam הוטארו בים Hotaru Yamaguchi הוטארו ימאגוצ'י Hotchkiss H35 H-39 הוצ'קיס Hotel בית מלון Hotel Adlon מלון אדלון Hotel Arts מלון ארטס Hotel Babylon מלון בבילון Hotel California Hotel California Hotel Chelsea מלון צ'לסי Hotel Esplanade Berlin מלון אספלנדה Hotel Excelsior מלון אקסלסיור Hotel Ibis איביס Hotel Les Trois Rois מלון שלושת המלכים Hotel Nacional de Cuba הוטל נסיונל Hotel Napoleon מלון נפוליאון Hotel Negresco מלון נגרסקו Hotel Ritz מלון ריץ Hotel Rwanda מלון רואנדה Hotel Sacher מלון זאכר Hotel Transylvania מפלצת של מלון Hotel Transylvania 2 מפלצת של מלון 2 Hotel chains קטגוריה:רשתות בתי מלון Hotel for Dogs בית מלון לכלבים Hotel manager מלונאי Hotel rating דירוג מלונות Hoteliers קטגוריה:מלונאים Hotelling's law מודל Hotelling Hotels קטגוריה:בתי מלון Hotels by country קטגוריה:בתי מלון לפי מדינה Hotels in China קטגוריה:הרפובליקה העממית של סין: בתי מלון Hotels in Disney resorts קטגוריה:דיסני: מלונות Hotels in France קטגוריה:צרפת: בתי מלון Hotels in Germany קטגוריה:גרמניה: בתי מלון Hotels in Hong Kong קטגוריה:הונג קונג: בתי מלון Hotels in Israel קטגוריה:ישראל: בתי מלון Hotels in Jerusalem קטגוריה:ירושלים: בתי מלון Hotels in Macau קטגוריה:מקאו: בתי מלון Hotels in Moscow קטגוריה:מוסקבה: בתי מלון Hotels in New York City קטגוריה:ניו יורק: בתי מלון Hotels in Paris קטגוריה:פריז: בתי מלון Hotels in Russia קטגוריה:רוסיה: בתי מלון Hotels in Saint Petersburg קטגוריה:סנקט פטרבורג: בתי מלון Hotels in the Las Vegas Valley קטגוריה:לאס וגאס: מלונות Hotels in the United States קטגוריה:ארצות הברית: בתי מלון Hotline קו טלפון אדום Hotspot נקודה חמה Hou Yifan הו ייפאן Houari Boumediene הווארי בומדיין Houbara bustard חוברה מדברית Houda Nonoo הודא עזרא נונו Hough transform התמרת האף Hound Dog Hound Dog Houndshark כרישוניים Hour שעה Hour record שיא השעה Hourglass Hourglass Hourglass שעון חול Hourglass dolphin דולפין וילסון Hourman איש השעה Hours 'hours...' Housay האוסיי House בית House בית מגורים House האוס House Un-American Activities Committee ועדת בית הנבחרים לפעילות אנטי-אמריקנית House arrest מעצר בית House crow עורב הודי House demolition in the Israeli–Palestinian conflict הריסת בתים בסכסוך הישראלי-פלסטיני House dust mite קרדית אבק הבית House mouse עכבר מצוי House music האוס House music songs קטגוריה:שירי מוזיקת האוס House of Alpin בית אלפין House of Alpin קטגוריה:בית אלפין House of Anubis בית אנוביס House of Balliol בית באליול House of Balliol קטגוריה:בית באליול House of Basarab בית בסאראב House of Battenberg קטגוריה:בית באטנברג House of Bernadotte קטגוריה:בית ברנדוט House of Bismarck בית ביסמרק House of Bonaparte בונפרטה House of Bonaparte קטגוריה:בית בונפרטה House of Borghese בית בורגזה House of Borgia בית בורג'ה House of Borromeo בית בורומאו House of Bourbon בית בורבון House of Bourbon קטגוריה:בית בורבון House of Braganza קטגוריה:בית ברגנסה House of Bruce קטגוריה:בית ברוס House of Burgundy בית בורגונדיה House of Camondo משפחת קמונדו House of Capet קטגוריה:השושלת הקפטינגית House of Cards בית הקלפים House of Commons of Canada בית הנבחרים של קנדה House of Commons of Canada קטגוריה:בית הנבחרים הקנדי House of Commons of the United Kingdom בית הנבחרים הבריטי House of Councillors בית היועצים של יפן House of Dadeshkeliani בית דאדשכליאני House of Dolls בית הבובות House of Drăculești בית דרקולשט House of Dunkeld בית דאנקלד House of Dunkeld קטגוריה:בית דאנקלד House of Dănești בית דנשט House of Esterházy בית אסטרהאזי House of Fabergé בית פברז'ה House of Farnese משפחת פארנזה House of Federation מועצת הפדרציה האתיופית House of Flowers בית הפרחים House of Frankopan פרנקופנים House of Games שם המשחק House of Glücksburg קטגוריה:בית שלזוויג-הולשטיין-זונדרבורג-גליקסבורג House of Gold House of Gold House of Grimaldi בית גרימלדי House of Grimaldi קטגוריה:בית גרימלדי House of Guise בית גיז House of Guise קטגוריה:בית גיז House of Guttenberg בית גוטנברג House of Habsburg בית הבסבורג House of Habsburg קטגוריה:בית הבסבורג House of Hanover בית הנובר House of Hanover קטגוריה:בית הנובר House of Hashim קטגוריה:המשפחה ההאשמית House of Hesse בית הסן House of Hillel בית הלל ובית שמאי House of Hohenzollern בית הוהנצולרן House of Hohenzollern קטגוריה:בית הוהנצולרן House of Hohenzollern-Sigmaringen תבנית:בית המלוכה של רומניה House of Israel בית ישראל House of Jagiellon קטגוריה:השושלת היגלונית House of Khalifa בית ח'ליפה House of Lancaster בית לנקסטר House of Lancaster קטגוריה:בית לנקסטר House of Lords בית הלורדים House of Lords חוק בית הלורדים House of Lords קטגוריה:בית הלורדים House of M בית אם House of Medici בית מדיצ'י House of Medici קטגוריה:בית מדיצ'י House of Montmorency בית מונמורנסי House of Montmorency קטגוריה:בית מונמורנסי House of Moray בית מוריי House of Moray קטגוריה:בית מוריי House of Mountbatten מאונטבטן House of Nassau בית נאסאו House of Normandy המלכים הנורמנים House of Oldenburg קטגוריה:בית אולדנבורג House of Orange-Nassau בית אוראניה-נאסאו House of Orange-Nassau קטגוריה:בית אוראניה-נאסאו House of Orléans בית אורליאן House of Orléans קטגוריה:בית אורליאן House of Percy בית פרסי House of Plantagenet בית פלנטג'נט House of Plantagenet קטגוריה:בית פלנטג'נט House of Potocki משפחת פוטוצקי House of Representatives אספת הנבחרים של תימן House of Representatives בית הנבחרים House of Representatives בית הנבחרים של יפן House of Romanov קטגוריה:שושלת רומנוב House of Romanov שושלת רומנוב House of Saud בית סעוד House of Saud קטגוריה:משפחת המלוכה הסעודית House of Savoy בית סבויה House of Savoy קטגוריה:בית סבויה House of Saxe-Coburg and Gotha בית סקסה-קובורג-גותה House of Saxe-Coburg and Gotha קטגוריה:בית סקסה-קובורג-גותה House of Sforza בית ספורצה House of Sforza קטגוריה:בית ספורצה House of Shammai בית שמאי House of Stairs בית מדרגות House of Stuart בית סטיוארט House of Stuart קטגוריה:בית סטיוארט House of Thani בית ת'אני House of Tudor בית טיודור House of Tudor קטגוריה:בית טיודור House of Usher מפלת בית אשר House of Valois בית ולואה House of Valois קטגוריה:בית ולואה House of Vardanisdze בית ורדניסדזה House of Visconti בית ויסקונטי House of Wax בית השעווה House of Wettin בית וטין House of Windsor בית וינדזור House of Windsor קטגוריה:בית וינדזור House of Wisdom בית החוכמה House of Wittelsbach בית ויטלסבאך House of Wittelsbach קטגוריה:בית ויטלסבאך House of Wonders בית הפלאים House of Württemberg קטגוריה:בית וירטמברג House of York בית יורק House of York קטגוריה:בית יורק House of Zamoyski משפחת זמויסקי House of cards מגדל קלפים House of the Virgin Mary בית האם מרים House on the Rock הבית על הסלע House painter and decorator צבע House price index מדד מחירי דירות בבעלות הדיירים House sparrow דרור הבית House types קטגוריה:טיפוסי מבנים House-Tree-Person test מבחן בית-עץ-אדם Housefly זבוב הבית Household משק בית Household Cavalry and Royal Armoured Corps regiments תבנית:רגימנטים בחיל השריון של הצבא הבריטי HouseofGames.JPG קובץ:HouseofGames.jpg Houses קטגוריה:בית מגורים Houses by country קטגוריה:בתי מגורים לפי מדינה Houses in Austria קטגוריה:אוסטריה: בתי מגורים Houses in Belgium קטגוריה:בלגיה: בתי מגורים Houses in France קטגוריה:צרפת: בתי מגורים Houses in Germany קטגוריה:גרמניה: בתי מגורים Houses in Italy קטגוריה:איטליה: בתי מגורים Houses in Spain קטגוריה:ספרד: בתי מגורים Houses in the United Kingdom קטגוריה:בריטניה: בתי מגורים Houses in the United States קטגוריה:ארצות הברית: בתי מגורים Houses of the Holy Houses of the Holy Houses of the Molé Houses of the Molé Housewarming party חנוכת בית Housewife עקרת בית Housing קטגוריה:מגורים Housing & Construction Holding Company Limited שיכון ובינוי Housing cooperative שיכון Housing in Israel קטגוריה:ישראל: דיור Housing ministers קטגוריה:שרי שיכון Houston יוסטון Houston Astros יוסטון אסטרוס Houston Comets יוסטון קומטס Houston Cougars men's basketball players קטגוריה:כדורסלני אוניברסיטת יוסטון Houston Dynamo יוסטון דינמו Houston Dynamo in international competition יוסטון דינמו Houston Dynamo records and statistics יוסטון דינמו Houston Rockets יוסטון רוקטס Houston Rockets head coaches קטגוריה:מאמני יוסטון רוקטס Houston Rockets players קטגוריה:כדורסלני יוסטון רוקטס Houston Stewart Chamberlain יוסטון סטיוארט צ'מברליין Houston Street רחוב האוסטון Houston Symphony התזמורת הסימפונית של יוסטון Houston Texans יוסטון טקסאנס Houthi insurgency in Yemen ההתקוממות השיעית בתימן Houthi takeover in Yemen ההפיכה בתימן Houthis חות'ים Hoverboard האברבורד Hovercraft רחפת Hoverflies קטגוריה:רחפניים Hoverfly רחפניים Hoverla הוברלה Hovevei Zion חובבי ציון Hovevei Zion קטגוריה:חובבי ציון Hovgården הופגורדן Hovi Star חובי סטאר How Civilizations Die ציביליזציות גוועות How Deep Is Your Love How Deep Is Your Love How Do U Want It How Do U Want It How Green Was My Valley מה יפית עמק נוי How High the Moon How High the Moon How I Met Your Mother איך פגשתי את אמא How Starbucks Saved My Life איך סטארבקס הצילה את חיי How We Do How We Do How the West Was Won How the West Was Won How the West Was Won כיצד נכבש המערב How to Be Shy How To Be Shy How to Be a Gentleman איך להיות ג'נטלמן How to Build a Better Boy החבר המושלם שלי How to Deal לאהוב או לא לאהוב How to Dismantle an Atomic Bomb How To Dismantle An Atomic Bomb How to Get Away with Murder המדריך לרוצח How to Lose a Guy in 10 Days איך להיפטר מבחור ב-10 ימים How to Make It in America איך להצליח באמריקה How to Marry a Millionaire איך להינשא למיליונר How to Read a Book איך לקרוא ספר How to Succeed in Business Without Really Trying איך להצליח בעסקים מבלי להתאמץ How to Train Your Dragon הדרקון הראשון שלי How to Train Your Dragon 2 הדרקון הראשון שלי 2 How to read a taxobox ויקיפדיה:קריאת טבלת מיון HowToBasic HowToBasic Howard הווארד Howard Berman הווארד ברמן Howard Carter הווארד קרטר Howard Cedar חיים סידר Howard Cosell הווארד קוסל Howard Dean הווארד דין Howard Fast הווארד פאסט Howard Florey הווארד וולטר פלורי Howard Gardner הווארד גרדנר Howard Gobioff הווארד גוביוף Howard Hanson הווארד הנסון Howard Hawks הווארד הוקס Howard Hughes הווארד יוז Howard Keel הווארד קיל Howard Koch הווארד קוץ' Howard Kreisel חיים קרייסל Howard Lassoff האווי לאסוף Howard Martin Temin הווארד מרטין טמין Howard Nemerov הווארד נמרוב Howard Rollins הווארד רולינס Howard Schultz הווארד שולץ Howard Shore הווארד שור Howard Staunton הווארד סטאונטון Howard Stern הווארד סטרן Howard University אוניברסיטת הווארד Howard Webb הווארד וב Howard Wolowitz הווארד וולוויץ Howard Zinn הווארד זין Howard the Duck הווארד הברווז Howards End אחוזת הווארד Howards End זיכרונות מאחוזת הווארד Howe האו Howie D. האווי דורו Howie Morenz האווי מורנז Howitzer הוביצר Howl's Moving Castle הטירה הנעה Howland Island האולנד Howler monkey שאגן Howlin' Wolf האולין וולף Howling Commandos הקומנדו המייללים Howrse Howrse Hoxhaism הוג'איזם Hoy הוי Hoy Ward Hill גבעת וורד Hoya לי הוואן Hoyda1 עץ מינימקס Hoyda1/sandbox עץ מינימקס Hozier הוזייר Hoziron משתמש:אוקף Hoziron/Core topics minus articles all languages should have משתמש:אוקף/עוד נושאים עיקריים Hořovice הורוביץ Hr-Sinfonieorchester תזמורת הרדיו של פרנקפורט Hradec Králové הראדץ קראלובה Hrant Dink הראנט דינק Hrazdan הרזדאן Hristo Botev חריסטו בוטיוב Hristo Lukov חריסטו לוקוב Hristo Stoichkov חריסטו סטויצ'קוב Hristov חריסטוב Hron חרון Hrubieszów הרוביישוב Hrvoje Milić חרבויה מיליץ' Hrymailiv הרימאיליב Hrytsiv הריציב Hsinchu שינג'ו Htin Kyaw הטין קיואו Hu הו Hu Jia הו ג'יה Hu Jintao חו ג'ינטאו Hu Shuli הו שולי Hua Guofeng חואה גוופנג Hua Mulan חואה מולאן Hua Tuo חווא טו Huaca ואקה Huaca de la Luna ואקה דה לה לונה Huaca del Dragón ואקה דל דרגון Huaca del Sol ואקה דל סול Huahinhillsvineyard/sandbox מנדרין אוריינטל Hualapai ואלאפאי Hualianceratops הואליאנצרטופס Huambo הואמבו Huang Xianfan חואנג שיאנפאן Huangshan חואנגשאן Huaraz ואראס Huascarán וסקראן Huascarán National Park הפארק הלאומי וסקראן Huawei Huawei Huayna Potosí הואיינה פוטוסי Huaynaputina ואינאפוטינה Hub Hub Hubbard האברד Hubbard model מודל הובארד Hubble האבל Hubble Space Telescope טלסקופ החלל האבל Hubble sequence סיווג מורפולוגי של גלקסיות Hubble's law חוק האבל Hubbs' beaked whale לווייתן מקור הובס Hubei חוביי Huberman הוברמן Hubert Humphrey יוברט האמפרי Hubert Keller יוברט קלר Hubert Pierlot איבר פיירלו Hubert Soudant הוברט זודאנט Hubert Wilkins יוברט וילקינס Hubert de Givenchy אובר דה ז'יבנשי Hubertus הוברטוס Hubertus von Pilgrim הוברטוס פון פילגרים Hubris היבריס Hubydweyer/sandbox Master of Orion Huckleberry no Bōken האקלברי פין Huda Sha'arawi הודא שעראוי Huddersfield Town A.F.C. האדרספילד טאון Huddersfield Town A.F.C. managers קטגוריה:מאמני האדרספילד טאון Huddersfield Town A.F.C. players קטגוריה:כדורגלני האדרספילד טאון Hudna הודנה Hudson הדסון Hudson Bay מפרץ הדסון Hudson Hawk הדסון הוק Hudson Institute מכון הדסון Hudson Mohawke הדסון מוהוק Hudson River הדסון Hudson River קטגוריה:נהר הדסון Hudson River School אסכולת נהר הדסון Hudson Strait מצר הדסון Hudson's Bay Company חברת מפרץ הדסון Hue גוון Huesca וסקה Huey Long יואי לונג Huey Newton יואי ניוטון Huffman האפמן Huffman coding קוד האפמן Hug חיבוק Huggle ויקיפדיה:Huggle Huggle קטגוריה:ויקיפדיה: האגל Huggle/Config ויקיפדיה:Huggle/Config Huggle/Message ויקיפדיה:Huggle/הודעה Huggle/block תבנית:Huggle/block Huggle/warn-1 תבנית:Huggle/warn-1 Huggle/warn-2 תבנית:Huggle/warn-2 Huggle/warn-3 תבנית:Huggle/warn-3 Huggle/warn-4 תבנית:Huggle/warn-4 Hugh Alexander Kennedy יוז קנדי Hugh Bonneville יו בונוויל Hugh Capet מלך צרפת איג קאפה Hugh Cornwell יו קורנוול Hugh Dalton יו דלטון Hugh Dancy יו דנסי Hugh David Politzer דייוויד פוליצר Hugh Dowding יו דאודינג Hugh Gaitskell יו גייטסקל Hugh Grant יו גרנט Hugh Griffith יו גריפית' Hugh Hefner יו הפנר Hugh Holland יו הולנד Hugh Hopper יו הופר Hugh III of Cyprus מלך קפריסין הוגו השלישי Hugh Jackman יו ג'קמן Hugh Johnson יו ג'ונסון Hugh Latimer יו לטימר Hugh Laurie יו לורי Hugh Lloyd-Jones יו לויד-ג'ונס Hugh Lofting יו לופטינג Hugh Sebag-Montefiore יו סבאג מונטיפיורי Hugh Shearer יו שירר Hugh Shelton הנרי שלטון Hugh Simon יו סיימון Hugh Stockwell יו צ'ארלס סטוקוול Hugh Stubbins יו סטובינס Hugh Trevor-Roper יו טרבור-רופר Hugh of Italy הוגו מפרובאנס Hugh of Saint Victor הוגו מסנט ויקטור Hugh the Great איג הגדול Hughe Knatchbull-Hugessen יו נצ'בול-האג'יסן Hughes יוז Hughes Aircraft Company יוז איירקראפט Hughes H-1 Racer יוז H-1 רייסר Hughes H-4 Hercules יוז H-4 הרקולס Hughes Helicopters יוז מסוקים Hughes Medal מדליית יוז Hughes XF-11 יוז XF-11 Hughes aircraft קטגוריה:יוז איירקראפט Hugo הוגו Hugo Almeida הוגו אלמיידה Hugo Award פרס הוגו Hugo Award-winning works קטגוריה:יצירות זוכות פרס הוגו Hugo Award-winning writers קטגוריה:סופרים ויוצרים זוכי פרס הוגו Hugo Awards קטגוריה:זוכי פרס הוגו Hugo Ball הוגו באל Hugo Becker הוגו בקר Hugo Benioff הוגו בניוף Hugo Bergmann שמואל הוגו ברגמן Hugo Black הוגו בלאק Hugo Boss הוגו בוס Hugo Campagnaro הוגו קמפאניירו Hugo Chávez הוגו צ'אווס Hugo Friend הוגו פרנד Hugo Gatti הוגו גאטי Hugo Gernsback הוגו גרנסבק Hugo Grotius הוגו גרוטיוס Hugo Gutmann הוגו גוטמן Hugo Ibarra הוגו איבארה Hugo Licht הוגו ליכט Hugo Lloris הוגו לוריס Hugo López Martínez הוגו לופס מרטינס Hugo Meisl הוגו מייזל Hugo Pérez הוגו פרס Hugo Riemann הוגו רימן Hugo Salus הוגו סלוס Hugo Sotil הוגו סוטיל Hugo Speer הוגו ספיר Hugo Sperrle הוגו שפרלה Hugo Steinhaus הוגו שטיינהאוס Hugo Stinnes הוגו שטינס Hugo Strange הוגו סטריינג' Hugo Sánchez הוגו סאנצ'ס Hugo Süchting הוגו זיכטינג Hugo Viana הוגו ויאנה Hugo Weaving הוגו ויבינג Hugo Winckler הוגו וינקלר Hugo Wolf הוגו וולף Hugo de Lantins הוגו דה לאנטינס Hugo von Hofmannsthal הוגו פון הופמנסתאל Hugo von Kathen הוגו פון קאטן Hugo Österman הוגו אוסטרמן Huguenot הוגנוטים Huguenots קטגוריה:הוגנוטים Huguette Dreyfus הוגט דרייפוס Hui people חווי Huineng חווי ננג Hukok חוקוק Huku-chan User:Huku-chan Hul חול Hula Valley עמק החולה Hula hoop הולה הופ Hula painted frog עגולשון שחור-גחון Hulagu Khan הולאגו Hulata חולתה Hulayqat חוליקאת Huldah חולדה הנביאה Huldah Gates שערי חולדה Huldrych Zwingli אולריך צווינגלי Hulk גווה Hulk האלק Hulk הענק Hulk הענק הירוק Hulk קטגוריה:הענק הירוק Hulk Hogan האלק הוגאן Hull האל Hull City A.F.C. האל סיטי Hull City A.F.C. players קטגוריה:כדורגלני האל סיטי Hullabaloo Soundtrack Hullabaloo Soundtrack Hulu Hulu Hulun Lake אגם חולון Hulusi Behçet הולוסי בהצ'ט Humahuaca אומוואקה Human אדם Human Brain Project פרויקט המוח האנושי Human Development Index מדד הפיתוח האנושי Human Genome Project פרויקט גנום האדם Human Planet כוכב האדם Human Rights Campaign הקמפיין לזכויות אדם Human Rights Day יום זכויות האדם Human Rights Organization of Judea and Samaria ארגון זכויות האדם ביש"ע Human Rights Watch משמר זכויות האדם Human T-lymphotropic virus 1 Human T-Lymphotropic virus 1 Human T-lymphotropic virus 2 Human T-lymphotropic virus 2 Human Torch הלפיד האנושי Human back גב Human behavior קטגוריה:התנהגות האדם Human body גוף האדם Human body פורטל:גוף האדם Human branding טיבוע בני אדם Human cannonball פגז אנושי Human capital הון אנושי Human capital flight בריחת מוחות Human chain שרשרת אנושית Human chorionic gonadotropin גונדוטרופין כוריוני אנושי Human development התפתחות גוף האדם Human development קטגוריה:מעגל החיים Human digestive system מערכת העיכול Human error טעות אנוש Human evolution אבולוציה של האדם Human evolution קטגוריה:אבולוציית האדם Human evolutionary genetics גנטיקה אבולוציונית אנושית Human extinction אומניסייד Human eye עין אנושית Human factors and ergonomics ארגונומיה Human genome גנום האדם Human genome projects קטגוריה:פרויקטים גנומים Human geography קטגוריה:גאוגרפיה אנושית Human head and neck קטגוריה:ראש-צוואר Human heart לב האדם Human intelligence מודיעין אנושי Human mandible לסת תחתונה Human metapneumovirus Human metapneumovirus Human migration נדידת עמים Human migration קטגוריה:נדידת בני אדם Human milk bank בנק חלב אם Human mission to Mars משימות מאוישות למאדים Human multitasking ריבוי משימות Human musculoskeletal system מערכת התנועה Human name disambiguation pages קטגוריה:פירושון אישים Human overpopulation התפוצצות אוכלוסין Human papillomavirus נגיף הפפילומה האנושי Human parainfluenza viruses Human parainfluenza viruses Human penis פין Human positions קטגוריה:תנוחות Human regional anatomy תבנית:סממנים חיצוניים בגוף האדם Human resource management ניהול משאבי אנוש Human resource management קטגוריה:משאבי אנוש Human respiratory syncytial virus Human respiratory syncytial virus Human rights זכויות האדם Human rights קטגוריה:זכויות האדם Human rights abuses קטגוריה:פגיעה בזכויות האדם Human rights awards קטגוריה:פרסי זכויות אדם Human rights by country קטגוריה:זכויות אדם לפי מדינה Human rights in China זכויות האדם בסין Human rights in Iran זכויות האדם באיראן Human rights in Israel זכויות האדם בישראל Human rights in Israel קטגוריה:זכויות האדם בישראל Human rights literature ספרות זכויות אדם Human rights organizations קטגוריה:ארגוני זכויות האדם Human rights organizations based in Israel קטגוריה:ארגוני זכויות אדם בישראל Human sacrifice קורבן אדם Human sciences קטגוריה:מדעי הרוח Human settlement יישוב Human shield מגן אנושי Human skin color צבע עור Human skull symbolism גולגולת Human spaceflight אדם בחלל Human spaceflight קטגוריה:אדם בחלל Human stampedes קטגוריה:אסונות מחיצה Human subject research ניסויים בבני אדם Human subject research קטגוריה:ניסויים בבני אדם Human swimming שחייה Human systems and organs תבנית:מערכות גוף האדם Human tooth שן Human torpedo טורפדו מאויש Human trafficking סחר בבני אדם Human trafficking in Israel סחר בנשים בישראל Human variability הבדלים בין אישיים Human zoo גן חיות אנושי Human-powered aircraft תעופת האדם Human-powered helicopter מסוק הממונע בכוח האדם Human-powered vehicles תבנית:תעבורה מונעת-אדם Humanism הומניזם Humanism קטגוריה:הומניזם Humanistic Judaism יהדות חילונית-הומניסטית Humanistic education חינוך הומניסטי Humanistic psychology פסיכולוגיה הומניסטית Humanistic psychology קטגוריה:פסיכולוגיה הומניסטית Humanists קטגוריה:הומניסטים Humanitarian aid סיוע הומניטרי Humanities מדעי הרוח Humanized antibody נוגדנים מואנשים Humans קטגוריה:אדם Humanzee אדם שימפנזה Humat ad-Diyar המנון סוריה Humat al-Hima המנון תוניסיה Humayun הומאיון Humayun's Tomb קבר הומאיון Humber האמבר Humber Armoured Car שריונית האמבר Humber the Hun האמבר ההוני Humberstone and Santa Laura Saltpeter Works מפעלי המלחת באומברסטון ובסנטה לאורה Humberto משתמש:Humberto Humberto de Alencar Castelo Branco אומברטו קסטלו ברנקו Humberto del Torrejón משתמש:Humberto del Torrejón Humboldt הומבולדט Humboldt County מחוז הומבולדט Humboldt Current זרם הומבולדט Humboldt Redwoods State Park הפארק המדינתי רדווד המבולדט Humboldt University of Berlin אוניברסיטת הומבולדט Humboldt University of Berlin faculty קטגוריה:סגל אוניברסיטת הומבולדט Humboldt penguin פינגווין הומבולדט Humboldt squid דיונון הומבולדט Humboldt's hog-nosed skunk בואש חוטמני הומבולדטי Humbug Humbug Hume יום Hume-Rothery rules חוקי יום-רותרי Humerus עצם הזרוע Humiaki Huzita הומיאקי הוזיטה Humid continental climate אקלים יבשתי Humid subtropical climate אקלים סובטרופי גשום Humidity לחות Humiliation השפלה נפשית Humility ענווה Humita אומיטה Humite הומיט Humite קבוצת ההומיט Humite group קטגוריה:קבוצת ההומיט Hummel הומל Hummer האמר Hummingbird user:Hummingbird Hummingbird קוליבריים Hummus חומוס Humor and wit characters קטגוריה:בדחנים עממיים Humorism ארבע הליחות Humorists קטגוריה:הומוריסטנים Humour הומור Humour קטגוריה:הומור Humpback dolphin סוסא Humpback whale לווייתן גדול-סנפיר Humphead wrasse תפאר ענק Humphrey Appleby המפרי אפלבי Humphrey Bogart המפרי בוגרט Humphrey Marshall המפרי מרשל Humphry Davy האמפרי דייווי Humpty Dumpty המפטי דמפטי Humulus lupulus כשותנית Humus הומוס Humus sapiens משתמש:Humus sapiens Humvee HMMWV Huna Joshua רב הונא בריה דרב יהושע Huna Kamma רב הונא קמא Huna Nathan רב הונא בריה דרב נתן Huna ben Joshua רב הונא בריה דרב יהושע Hunan חונאן Hunchbackposter.jpg קובץ:Hunchbackposter.jpg Hunda הונדה Hundertwasserhaus בית הונדרטוואסר Hundred Days מלחמת הקואליציה האנטי-צרפתית השביעית Hundred Days Offensive מתקפת מאה הימים Hundred Days' Reform רפורמת מאה הימים Hundred Flowers Campaign מערכת מאה הפרחים Hundred Years' War מלחמת מאה השנים Hundred Years' War קטגוריה:מלחמת מאה השנים Hundred and Four מועצת המאה וארבעה Hunedoara חונדוארה Hung מצויד Hung Ga הונג גאר Hung Up Hung Up Hunga Tonga הונגה טונגה Hungarian Academy of Sciences האקדמיה ההונגרית למדעים Hungarian Communist Party המפלגה הקומוניסטית ההונגרית Hungarian Dances מחולות הונגריים Hungarian Defence Force צבא הונגריה Hungarian Gold Train רכבת הזהב ההונגרית Hungarian Jews קטגוריה:יהודים הונגרים Hungarian National Gallery הגלריה הלאומית של הונגריה Hungarian National Museum המוזיאון הלאומי של הונגריה Hungarian Nobel laureates קטגוריה:זוכי פרס נובל הונגרים Hungarian Parliament Building בניין הפרלמנט ההונגרי Hungarian People's Republic היסטוריה של הונגריה: הונגריה הקומוניסטית Hungarian Quartet הרביעייה ההונגרית Hungarian Revolution of 1956 המרד ההונגרי Hungarian Revolution of 1956 קטגוריה:המרד ההונגרי ב-1956 Hungarian Rhapsodies רפסודיות הונגריות Hungarian Righteous Among the Nations קטגוריה:הונגרים חסידי אומות העולם Hungarian Space Office המשרד ההונגרי לחלל Hungarian State Opera House בית האופרה של בודפשט Hungarian Theatre of Cluj התיאטרון ההונגרי של קלוז' Hungarian Wikipedia ויקיפדיה ההונגרית Hungarian activists קטגוריה:פעילים חברתיים הונגרים Hungarian actors קטגוריה:שחקני קולנוע וטלוויזיה הונגרים Hungarian architects קטגוריה:אדריכלים הונגרים Hungarian artists קטגוריה:אמנים הונגרים Hungarian chemists קטגוריה:כימאים הונגרים Hungarian chess players קטגוריה:שחמטאים הונגרים Hungarian children's writers קטגוריה:סופרי ילדים ונוער הונגרים Hungarian clergy קטגוריה:אנשי דת הונגרים Hungarian communists קטגוריה:קומוניסטים הונגרים Hungarian composers קטגוריה:מלחינים הונגרים Hungarian computer scientists קטגוריה:מדעני מחשב הונגרים Hungarian conductors קטגוריה:מנצחים הונגרים Hungarian conquest of the Carpathian Basin התיישבות המדיארים במרכז אירופה Hungarian cuisine המטבח ההונגרי Hungarian cuisine קטגוריה:המטבח ההונגרי Hungarian culture קטגוריה:הונגריה: תרבות Hungarian directors קטגוריה:במאים הונגרים Hungarian dramatists and playwrights קטגוריה:מחזאים הונגרים Hungarian economists קטגוריה:כלכלנים הונגרים Hungarian female chess players קטגוריה:שחמטאיות הונגריות Hungarian film directors קטגוריה:במאי קולנוע הונגרים Hungarian films קטגוריה:סרטים הונגריים Hungarian football managers קטגוריה:מאמני כדורגל הונגרים Hungarian footballers קטגוריה:כדורגלנים הונגרים Hungarian forint פורינט Hungarian historians קטגוריה:היסטוריונים הונגרים Hungarian journalists קטגוריה:עיתונאים הונגרים Hungarian language הונגרית Hungarian language קטגוריה:הונגרית Hungarian literature קטגוריה:ספרות הונגרית Hungarian mathematicians קטגוריה:מתמטיקאים הונגרים Hungarian military personnel קטגוריה:אנשי צבא הונגרים Hungarian music קטגוריה:מוזיקה הונגרית Hungarian musicians קטגוריה:מוזיקאים הונגרים Hungarian nobility קטגוריה:אצולה הונגרית Hungarian pengő פנגו הונגרי Hungarian people קטגוריה:הונגרים Hungarian people by occupation קטגוריה:הונגרים לפי מקצוע Hungarian people of World War II קטגוריה:הונגרים במלחמת העולם השנייה Hungarian photographers קטגוריה:צלמים הונגרים Hungarian physicians קטגוריה:רופאים הונגרים Hungarian pianists קטגוריה:פסנתרנים הונגרים Hungarian poets קטגוריה:משוררים הונגרים Hungarian politicians קטגוריה:פוליטיקאים הונגרים Hungarian priests קטגוריה:כמרים הונגרים Hungarian psychiatrists קטגוריה:פסיכיאטרים הונגרים Hungarian rabbis קטגוריה:רבנים הונגרים Hungarian revolutionaries קטגוריה:מהפכנים הונגרים Hungarian scientists קטגוריה:מדענים הונגרים Hungarian singers קטגוריה:זמרים הונגרים Hungarian sociologists קטגוריה:סוציולוגים הונגרים Hungarian sportspeople קטגוריה:ספורטאים הונגרים Hungarian swimmers קטגוריה:שחיינים הונגרים Hungarian translators קטגוריה:מתרגמים הונגרים Hungarian violinists קטגוריה:כנרים הונגרים Hungarian water polo players קטגוריה:שחקני כדורמים הונגרים Hungarian writers קטגוריה:סופרים הונגרים Hungarian-language films קטגוריה:סרטים בהונגרית Hungarians מדיארים Hungary הונגריה Hungary קטגוריה:הונגריה Hungary Baja באיה Hungary Tab טאב Hungary Tata טטה Hungary Tolna טולנה Hungary UEFA Euro squad navigational boxes קטגוריה:סגלי נבחרת הונגריה בכדורגל Hungary at the Olympics הונגריה במשחקים האולימפיים Hungary in World War II הונגריה במלחמת העולם השנייה Hungary in World War II קטגוריה:הונגריה במלחמת העולם השנייה Hungary in the Eurovision Song Contest הונגריה באירוויזיון Hungary international footballers קטגוריה:כדורגלני נבחרת הונגריה Hungary men's national water polo team נבחרת הונגריה בכדורמים Hungary national basketball team נבחרת הונגריה בכדורסל Hungary national football team נבחרת הונגריה בכדורגל Hungary national football team managers קטגוריה:מאמני נבחרת הונגריה בכדורגל Hungary squad 1954 FIFA World Cup תבנית:נבחרת הונגריה במונדיאל 1954 Hungary squad UEFA Euro 2016 תבנית:נבחרת הונגריה ביורו 2016 Hungary templates קטגוריה:תבניות ניווט - הונגריה Hunger רעב Hunger strike שביתת רעב Hunin הונין Hunky Dory Hunky Dory Hunna אונה הקדושה Huns הונים Huns קטגוריה:הונים Hunt האנט Hunt to Kill דחף להרוג Hunter האנטר Hunter Burgan האנטר ביורגן Hunter College מכללת האנטר Hunter Parrish האנטר פאריש Hunter Thompson האנטר תומפסון Hunter Tylo האנטר טיילו Hunter Zolomon זום Hunter vs. farmer hypothesis תאוריית הצייד בעולם של חקלאים Hunter × Hunter האנטר האנטר Hunter-gatherer ציידים-לקטים Hunters of the Alps ציידי האלפים Huntik: Secrets & Seekers הנטיק Hunting ציד Hunting קטגוריה:ציד Hunting Elephants לצוד פילים Hunting deities קטגוריה:אלילי ציד Hunting goddesses קטגוריה:אלות ציד Hunting gods קטגוריה:אלי ציד Huntington הנטינגטון Huntington's disease מחלת הנטינגטון Huntress הציידת Huntsman spider מברישניים Hunt–Lenox Globe גלובוס האנט-לנוקס Huqoq חוקוק Huqúqu'lláh חקוק אללה Hur חור Hura חורה Huracán footballers קטגוריה:כדורגלני הוראקן Huracán managers קטגוריה:מאמני הוראקן Hurdlers קטגוריה:רצי משוכות Hurdy-gurdy הארדי גארדי Hurfeish חורפיש Hurghada ע'רדקה Hurghada קטגוריה:ע'רדקה Hurghada International Airport נמל התעופה הבינלאומי של ע'רדקה Hurling הרלינג Hurrian cities קטגוריה:ערים חוריות Hurrians חורים Hurrians קטגוריה:חורים Hurricane הוריקן Hurricane Dean הוריקן דין Hurricane Gustav הוריקן גוסטב Hurricane Irene הוריקן איירין Hurricane Katrina הוריקן קתרינה Hurricane Rita הוריקן ריטה Hurricane Sandy הוריקן סנדי Hurricane Stan הוריקן סטן Hurricane Wilma הוריקן וילמה Hurricane glass כוס פוקו גראנדה Hurry הרי Hurshat Tal חורשת טל Hurshid Pasha חורשיט אהמט פאשה Hurt Hurt Hurtigruten הורטיגרוטן Hurts הרטס Hurum air disaster אסון ילדי אוסלו Hurva Synagogue בית הכנסת החורבה Hurvat Amudim שדה עמודים Hurvat Itri חורבת עתרי Hurwitz's theorem משפט הורוויץ Husaberg הוסאברג Husam Azzam חוסאם עזאם Husam Badran חוסאם בדראן Husayn Abd al-Hadi חוסיין עבד אל-האדי Husayn al-Khalidi חוסיין אל-ח'אלידי Husayn ibn Ali חוסיין Husband בעל Hush האש Hush Hush מלאך משמיים Hushai חושי הארכי Hushi חושי Husiatyn הוסיאטין Husiatyn חסידות הוסיאטין Husiatyn Synagogue בית הכנסת הגדול של הוסיאטין Husk האסק HuskyHuskie/Hornets ניו אורלינס הורנטס Husni al-Za'im חוסני א-זעים Husqvarna Motorcycles הוסקוורנה Hussa of Bernicia מלך ברניקיה הוסה Hussam ad-Din Jarallah חוסאם א-דין ג'אראללה Hussar הוסר Hussein חוסיין Hussein Al-Majali חוסיין אל-מג'אלי Hussein Faris חסין פארס Hussein Fatal חוסיין פתאל Hussein Kamel of Egypt חוסיין כאמל Hussein Sirri Pasha חוסיין סירי Hussein al-Husayni חוסיין אל-חוסייני Hussein of Jordan מלך ירדן חוסיין Hussein-Ali Montazeri חוסיין עלי מונתזרי Husseini חוסייני Hussites התנועה ההוסיטית Hussniya Jabara חוסניה ג'בארה Hussniyya חוסנייה Hustle האסל Hustle הנוכלים Hustler האסלר HustlerFox/sandbox דלגן HustonJMarble משתמש:Mr. boo Hut סוכה Hut Point Peninsula האט פוינט Hutcher/Korean Air Flight 007 טיסה 007 של קוריאן אייר Hutchison Whampoa האצ'יסון ומפואה Hutia הוטיים Huts קטגוריה:מבנים ארעיים Hutsul Republic הרפובליקה ההוצולית Hutsuls הוצולים Hutterite הוטרים Hutu הוטו Hutzot HaMifratz Railway Station תחנת הרכבת חוצות המפרץ Hutzot Hayotzer חוצות היוצר Huwara חווארה Huwwara checkpoint מחסום חווארה Huxley האקסלי Huy אואי Huyayy ibn Akhtab חי בן אחיטוב Huygens הויגנס Huygens–Fresnel principle עקרון הויגנס Huzaima bint Nasser חזימה בנת א-שריף נאצר Huzziya I חוזיאש הראשון Huși חוש Huế הואה Hvalsey Church כנסיית הבלסי Hvizdets גוויזדץ Hwalkeradams/Sandbox ג'ון אדוארדס Hwang Jang-yop הואנג ג'אנג יופ Hwarang הווארנג Hwasun and Ganghwa Dolmen Sites Gochang בהוואסון ובגאנגהווה אתרי הדולמן בגוצ'אנג Hyacinth יקינתון Hyacinth macaw ארת ענק יקינתונית Hyacinth/Template:Expand תבנית:להשלים Hyacinthe Jadin היאסנט ז'אדן Hyacinthus orientalis יקינתון מזרחי Hyades היאדות Hyaena צבוע Hyaenodontidae האינודונים Hyaloclastite היאלוקלאסטיט Hyaluronic acid חומצה היאלורונית Hybrid Theory Hybrid Theory Hybrid Theory Hybrid Theory EP Hybrid camel גמל כלאיים Hybrid fibre-coaxial HFC Hybrid integrated circuit מעגל היברידי Hybrid organisms קטגוריה:כלאיים Hybrid vehicle הנעה היברידית Hybris Hybris Hydarnes הידרנס Hydatius הידטיוס Hyde הייד Hyde Park הייד פארק Hyde Park Corner פינת הייד פארק Hyde Park Corner tube station תחנת הרכבת התחתית פינת הייד פארק Hyde Park and Regent's Park bombings הפיגועים בהייד פארק ובריג'נטס פארק Hyderabad היידראבאד Hydnjo/Iconic header ויקיפדיה:הכה את המומחה Hydnjo/hw ויקיפדיה:דלפק יעוץ Hydnjo/rd ויקיפדיה:דלפק יעוץ Hydra הידרה Hydra נחש מים Hydra קטגוריה:קבוצת הכוכבים נחש מים Hydrangea הידרנג'אה Hydraulic conductivity מוליכות הידראולית Hydraulic cylinder בוכנה הידראולית Hydraulic diameter קוטר הידראולי Hydraulic engineering הנדסת משאבי מים וסביבה Hydraulic head עומד הידראולי Hydraulic jump זנק הידראולי Hydraulics הידראוליקה Hydrazine הידרזין Hydride הידריד Hydro-Man הידרו-מן Hydrocarbon פחמימן Hydrocarbons קטגוריה:פחמימנים Hydrocele הידרוצלה Hydrocephalus הידרוצפלוס Hydrochloric acid חומצת מימן כלורי Hydrochlorothiazide הידרוכלורותיאזיד Hydrodynamic stability אי-יציבות הידרודינמית Hydroelectric power plants in the United States קטגוריה:ארצות הברית: תחנות כוח הידרואלקטריות Hydroelectric power stations קטגוריה:תחנות כוח הידרואלקטריות Hydroelectricity תחנת כוח הידרואלקטרית Hydrofluoric acid חומצה הידרופלואורית Hydrofoil סנפירית Hydrogen מימן Hydrogen קטגוריה:מימן Hydrogen atom אטום המימן Hydrogen bond קשר מימן Hydrogen bromide מימן ברומי Hydrogen cyanide מימן ציאנידי Hydrogen iodide מימן יודי Hydrogen line קו המימן Hydrogen peroxide מימן על-חמצני Hydrogen sulfide מימן גופרתי Hydrogenation הידרוגנציה Hydrogeology קטגוריה:מי תהום Hydrography הידרוגרפיה Hydrogrossular הידרוגרוסולר Hydrology הידרולוגיה Hydrology קטגוריה:הידרולוגיה Hydrolysis הידרוליזה Hydrometer הידרומטר Hydron הידרון Hydronium הידרוניום Hydrophiinae פתני הים Hydrophile הידרופיליות Hydrophobe הידרופוביות Hydrophobic effect אפקט הידרופובי Hydrophobicity scales מדד הידרופתיות Hydrophone הידרופון Hydroponics הידרופוניקה Hydropower אנרגיה הידרואלקטרית Hydrops fetalis הידרופס פטאליס Hydrosphere הידרוספירה Hydrostatic equilibrium שיווי משקל הידרוסטטי Hydrostatics הידרוסטטיקה Hydrotherapy הידרותרפיה Hydrothermal vent נביעה הידרותרמית Hydroxide הידרוקסיד Hydroxocobalamin הידרוקסיקובלמין Hydroxyl הידרוקסיל Hydrozoa הידרתים Hydrozoa קטגוריה:הידרתיים Hydrus נחש מים קטן Hyena צבועיים Hyenas קטגוריה:צבועיים Hygieia היגיאה Hygiene היגיינה Hygiene קטגוריה:היגיינה Hygiene hypothesis השערת ההיגיינה Hygrometer היגרומטר Hygroscopy היגרוסקופיות Hyins User:Hyins Hyksos חיקסוס Hyles livornica רפרף מסורטט Hylidae אילניתיים Hylobates גיבון גיבון Hylodidae הילודיים Hyloidea אילניתאים Hyman Minsky היימן מינסקי Hyman Rickover היימן ריקובר Hymen קרום בתולים Hymenoptera דבוראים Hymenoptera קטגוריה:דבוראים Hymn of the Pearl המנון הפנינה Hymn to Liberty המנון יוון Hymne Monégasque המנון מונאקו Hymns to the Rising Sun Hymns to the Rising Sun Hyoid bone עצם הלשון Hyon Song-wol היון סונג-וול Hyoscyamus שיכרון Hypaspists היפספיסט Hypatia היפאטיה Hype man הייפ מאן Hyper Hippo Productions RocketSnail HyperBroad user:HyperBroad Hyperacusis היפראקוזיס Hyperaldosteronism היפראלדוסטרוניזם Hyperammonemia היפראמונמיה Hyperbaric medicine רפואה היפרברית Hyperbola היפרבולה Hyperbole הגזמה Hyperbolic function פונקציות היפרבוליות Hyperbolic geometry גאומטריה היפרבולית Hyperbolic group חבורה היפרבולית Hyperbolic space מרחב היפרבולי Hypercalcaemia היפרקלצמיה Hypercholesterolemia היפרכולסטרולמיה Hypercoagulability in pregnancy קרישיות יתר בהיריון Hyperconjugation היפרקוניוגציה Hypercorrection תיקון יתר Hypercube היפרקובייה Hyperdontia שן עודפת Hyperfine structure המבנה העל-דק Hypergeometric distribution התפלגות היפרגאומטרית Hypergiant היפר-ענק Hyperglycemia היפרגליקמיה Hypergraph היפרגרף Hypericaceae פרעיים Hypericum פרע Hyperinflation היפר-אינפלציה Hyperion היפריון Hyperion Cantos הקאנטוס של היפריון Hyperkalemia היפרקלמיה Hyperlexia היפרלקסיה Hyperlink קישור Hyperlipidemia היפרליפידמיה Hyperloop הייפרלופ Hypermetamorphosis על-גלגול Hypermodernism היפרמודרניזם Hypernova היפרנובה Hypernucleus היפר-גרעין Hyperoliidae היפרוליים Hyperon היפרון Hyperoperation היפר-פעולות Hyperopia רוחק ראייה Hyperosmolar hyperglycemic state מצב היפרגליקמי היפראוסמולרי Hyperphosphatemia היפרפוספטמיה Hyperplane על-מישור Hyperplasia היפרפלזיה Hyperprolactinaemia יתר פרולקטין בדם Hyperrealism היפר-ריאליזם Hypersensitivity תגובות רגישות יתר Hypersthene היפרסתן Hypertension יתר לחץ דם Hypertext היפרטקסט Hypertext Transfer Protocol Hypertext Transfer Protocol Hypertext Transfer Protocol קטגוריה:HTTP Hyperthermia מכת חום Hyperthermia therapy היפרתרמיה טיפולית Hyperthyroidism יתר פעילות של בלוטת התריס Hypertrichosis היפרטריכוזיס Hypertrophic cardiomyopathy קרדיומיופתיה היפרטרופית Hyperventilation נשימת יתר Hypervisor Hypervisor Hypervitaminosis הרעלת ויטמינים Hyphaene thebaica דום מצרי Hyphen מקף Hyphen War מלחמת המקף Hyphenated American אמריקאים ממוקפים Hypnerotomachia Poliphili היפנרוטומאכיה פוליפילי Hypnic jerk קפיצת הירדמות Hypnos היפנוס Hypnosis היפנוזה Hypnotherapy היפנותרפיה Hypnotize Hypnotize Hypoactive sexual desire disorder הפרעה בתשוקה המינית Hypocalcaemia היפוקלצמיה Hypochondriasis היפוכונדריה Hypocrisy צביעות Hypocycloid היפוציקלואיד Hypodermic needle model תאוריית המחט התת-עורית Hypogeum היפוגאום Hypogeum of Ħal-Saflieni ההיפוגאום של חל-ספליני Hypoglossal nerve עצב תת-הלשון Hypoglycemia היפוגליקמיה Hypograph היפוגרף Hypokalemia היפוקלמיה Hypomania היפומאניה Hyponatremia היפונתרמיה Hypoparathyroidism היפופרתירואידיזם Hypophosphatemia תת-זרחן בדם Hypostyle היפוסטיל Hypotenuse יתר Hypothalamus היפותלמוס Hypothec משכנתה Hypothenar eminence בליטת תת-כף היד Hypothermia היפותרמיה Hypothesis השערה Hypothetical elementary particles קטגוריה:חלקיקים חזויים Hypothetical planet types קטגוריה:שלבים תאורטיים במחזור החיים של כוכבים Hypothetical planets קטגוריה:כוכבי לכת משוערים Hypothetical stars קטגוריה:כוכבים היפותטיים Hypothetical syllogism סילוגיזם היפותטי Hypothetical types of biochemistry ביוכימיה אלטרנטיבית Hypothyroidism תת-פעילות של בלוטת התריס Hypotonia היפוטוניה Hypoxia היפוקסיה Hypsilophodon היפסילופודון Hypsometric equation המשוואה ההיפסומטרית Hyracotherium איוהיפוס Hyrax שפניים Hyraxes קטגוריה:שפניים Hyrcania הורקניה Hyrcanus II יוחנן הורקנוס השני Hyssopus בן אזוב Hystaspes היסטספס Hysterectomy היסטרקטומיה Hysteresis היסטרזיס Hysteria היסטריה Hysteroscopy היסטרוסקופיה Hystricidae קטגוריה:דרבניים Hystricomorpha דמויי קביה Hystrix דרבן Hyuna קים היונה Hyundai יונדאי Hyundai קטגוריה:יונדאי Hyundai Accent יונדאי אקסנט Hyundai Getz יונדאי גטס Hyundai Motor Company יונדאי מוטור Hyundai Veloster יונדאי ולוסטר Hyundai i20 יונדאי i20 Hyundai ix25 יונדאי IX25 Hyōgo Himeji הימג'י Hyōgo Prefecture היוגו Hyōgo Toyooka טויואוקה Hârlău חרלאו Häagen-Dazs האגן דאז Hämeenlinna המנלינה Hänschen klein יונתן הקטן Härjedalen הריידלן Håkan Juholt הוקן יוהול Håkan Malmrot הקן מאלמרוט Håkan Syrén הוקאן סירן Håkons Hall אולם הוקנס Héctor Baley הקטור באליי Héctor Bellerín הקטור ביירין Héctor Bracamonte הקטור בראקמונטה Héctor Cúper הקטור קופר Héctor Elizondo הקטור אליזונדו Héctor José Cámpora הקטור חוסה קמפורה Héctor Moreno הקטור מורנו Héctor Timerman הקטור טימרמן Héctor Yazalde הקטור יסאלדה Hélder Câmara הלדר קמארה Hélder Postiga הלדר פושטיגה Hélène Berr הלן בר Hélène Cixous הלן סיקסו Hélène Darroze הלן דארוז Hélène Duc הלן דוק Hélène Dutrieu אלן דוטריו Hélène Grimaud הלן גרימו Hérault ארו Hércules CF הרקולס Hércules CF managers קטגוריה:מאמני הרקולס אליקנטה Hércules CF players קטגוריה:כדורגלני הרקולס אליקנטה Hércules Florence ארקול פלוראנס Híjar איחאר Hódmezővásárhely הודמזוושרהיי Hôtel Drouot אוטל דרואו Hôtel Lutetia מלון לוטציה Hôtel Ritz Paris מלון ריץ Hôtel Solvay בית סולווה Hôtel Tassel בית טאסל Hôtel de Crillon מלון קריון Hôtel de Paris Monte-Carlo אוטל דה פארי Hôtel van Eetvelde בית ון אטוולדה Höfle Telegram מברק הפלה Hölder condition תנאי הלדר Hölder's inequality אי-שוויון הלדר Húrin הורין תליון Hückel method קירוב היקל Hürriyet הורייט Hüseyin Beşok חוסיין בשוק Hōei eruption of Mount Fuji התפרצות הואי של הר פוג'י Hōgen Rebellion מרד הוגן Hōryū-ji הוריו-ג'י Hőgyész הוג'ס Hősök tere כיכר הגיבורים HŠK Concordia קונקורדיה זאגרב HŠK Građanski Zagreb גראדאנסקי זאגרב HŠK Zrinjski Mostar players קטגוריה:כדורגלני זרינצקי מוסטר Hạ Long Bay מפרץ הא לונג Hỏa Lò Prison הילטון האנוי Hội An הוי אן H•A•M H•A•M I I I И I Ain't Mad at Cha I Ain't Mad at Cha I Am Cait אני קייט I Am Legend אני אגדה I Am Number Four אני מספר ארבע I Am Sam קוראים לי סם I Am Weasel אנוכי הסמור I Am the Club Rocker I Am the Club Rocker I Am the Dance Commander + I Command You to Dance: The Remix Album I Am the Dance Commander + I Command You to Dance: The Remix Album I Am the Night I Am the Night I Am the Walrus I Am the Walrus I Am... I am... I Am... Sasha Fierce I Am... Sasha Fierce I Am... World Tour I Am... World Tour I Can Boogie Yes Sir I Can Boogie Yes Sir I Can See Your House from Here I Can See Your House from Here I Care I Care I Ching אי צ'ינג I Confess אני מתוודה I Corps הקורפוס הראשון I Didn't Do It זה הסוף שלי I Don't Like Mondays I Don't Like Mondays I Dream of Jeannie אני חולם על ג'יני I Dreamed a Dream I Dreamed a Dream I Dreamt I Dwelt in Marble Halls Marble Halls I Feel Fine I Feel Fine I Get Around I Get Around I Gotta Feeling I Gotta Feeling I Had Trouble in Getting to Solla Sollew יש לי צרות אבל לא כאלה I Have a Dream יש לי חלום I Hear You Singing America I Hear You Singing America I Just Can't Stop Loving You I Just Can't Stop Loving You I Kissed a Girl I Kissed a Girl I Knew You Were Trouble I Knew You Were Trouble I Know What I Like I Know What I Like I Know What You Did Last Summer אני יודע מה עשית בקיץ האחרון I Know What You Did Last Summer קטגוריה:אני יודע מה עשית בקיץ האחרון I Like Mike איי לייק מייק I Lombardi alla prima crociata הלומברדים במסע הצלב הראשון I Love Lucy לוסי אהובתי I Love Money אני אוהב כסף I Love Rock 'n' Roll I Love Rock 'n' Roll I Love You New York ניו יורק אוהב אותך I Love You Not I Love You לא אוהבת אוהבת I Love You Phillip Morris אני אוהב אותך פיליפ מוריס I Love You Rosa אני אוהב אותך רוזה I Malavoglia בית מאלאווליה I Need a Dollar I Need a Dollar I Never Saw Another Butterfly אין פרפרים פה I Now Pronounce You Chuck and Larry אני מכריז עליכם צ'אק ולארי I Put a Spell on You I Put a Spell on You I Remember Tommy I Remember Tommy I Robot I Robot I Saw Her Standing There I Saw Her Standing There I Saw the Devil ראיתי את השטן I Saw the Figure 5 in Gold הספרה 5 בזהב I Shot the Sheriff I Shot the Sheriff I Should Have Known Better I Should Have Known Better I Shrunk the Kids Honey הילדים התכווצו מותק I Spit on Your Grave אני יורקת על קברך I Still Know What You Did Last Summer אני עדיין יודע מה עשית בקיץ האחרון I Talk to the Wind In the Court of the Crimson King#I Talk to the Wind I Turn to You I Turn to You I Vitelloni הבטלנים I Wanna Be Where You Are I Wanna Be Where You Are I Wanna Be Your Man I Wanna Be Your Man I Wanna Go I Wanna Go I Want You I Want You I Want to Hold Your Hand I Want to Hold Your Hand I Will I Will I Will Always Love You I Will Always Love You I Will Survive I Will Survive I Write Sins Not Tragedies I Write Sins Not Tragedies I am legend teaser.jpg קובץ:I am legend teaser.jpg I am the Lord thy God אמונה באלוהים I and Thou אני ואתה I and the Village אני והכפר I due Foscari שני הפוסקארים I masnadieri הבנדיטים I quattro libri dell'architettura ארבעת הספרים על אודות האדריכלות I'billin אעבלין I'd Do It All Over You If I Could Do It All Over Again I'd Do It All Over You If I Could Do It All Over Again I'll Always Know What You Did Last Summer אני תמיד אדע מה עשית בקיץ האחרון I'll Be There I'll Be There I'll Never Fall in Love Again I'll Never Fall in Love Again I'm Glad I'm Glad I'm Gonna Be Alright I'm Gonna Be Alright I'm Into You I'm Into You I'm Not Dead I'm Not Dead I'm Not There אני לא שם I'm Only Sleeping I'm Only Sleeping I'm So Excited לעוף מהתרגשות I'm So Tired I'm So Tired I'm Your Man I'm Your Man I'm Yours I'm Yours I'm a Slave 4 U I'm a Slave 4 U I'm in Marsport Without Hilda אני בנמל מאדים בלי הילדה I'm in the Band אני והלהקה I'm with You I'm With You I've Been Expecting You I've Been Expecting You I've Got a Feeling I've Got a Feeling I-mode I-mode I. Pei איי אם פיי I. Peltz איסאק פלץ I. Peretz י"ל פרץ I. Richards איוור ארמסטרונג ריצ'רדס I. Stone י' פ' סטון I18n user:I18n I24news I24news I64s/S/SIA סינגפור איירליינס IAAF Diamond League ליגת היהלום IAAF Golden League ליגת הזהב IAAF World Athlete of the Year אתלט השנה בעולם IAAF World Championships in Athletics אליפות העולם באתלטיקה IAAF World Indoor Championships in Athletics אליפות העולם באתלטיקה באולם IAF Aerobatic Team הצוות האווירובטי של חיל האוויר הישראלי IAF Commanders תבנית:מפקדי חיל האוויר הישראלי IAI Arava ערבה IAI Bird-Eye Bird-Eye 400 IAI Eitan איתן IAI Harop הארופ IAI Harpy הארפי IAI Heron הרון 1 IAI I-View I-View IAI JUMPER מנתר IAI Kfir כפיר IAI Lavi פרויקט הלביא IAI Nammer נמר IAI Nesher נשר IAI Panther פנתר IAI RQ-5 Hunter האנטר IAI Scout סקאוט IAI Searcher סרצ'ר IAI Westwind וסטווינד IAI aircraft קטגוריה:התעשייה האווירית לישראל: מטוסים IAI aircraft תבנית:כלי טיס מתוצרת התעשייה האווירית לישראל IAI missiles קטגוריה:התעשייה האווירית לישראל: טילים IAI satellites קטגוריה:התעשייה האווירית לישראל: לוויינים IAI unmanned aerial vehicles קטגוריה:התעשייה האווירית לישראל: כלי טיס בלתי מאוישים IAIO Fotros פוטרוס IAJGS האיגוד הבינלאומי של חברות לגנאלוגיה יהודית IAMX IAMX IAPM IAPM IAS machine מכונת IAS IAd IAd IBM IBM IBM קטגוריה:IBM IBM 1400 series IBM 1400 IBM 3270 IBM 3270 IBM 650 IBM 650 IBM AIX IBM AIX IBM DB2 DB2 IBM Fellow IBM#עמית IBM IBM Fellows קטגוריה:עמיתי IBM IBM Information Management System IMS/DC IBM Personal Computer IBM PC IBM Sequoia IBM Sequoia IBM System/360 IBM System/360 IBM Systems Network Architecture IBM Systems Network Architecture IBM WebSphere Application Server WebSphere Application Server IBM WebSphere MQ WebSphere MQ IBM computers קטגוריה:מחשבי IBM IBM employees קטגוריה:עובדי IBM IBook IBook IBooks IBooks IC 5152 IC 5152 IC3 IC3 ICANN ICANN ICD10 תבנית:ICD10 ICD9 תבנית:ICD9 ICDO תבנית:ICDO ICL-TNSRA squash academy סקווש ICON A5 אייקון איי 5 ICQ ICQ ICarly ICarly ICloud ICloud ICloud leaks of celebrity photos הפריצה ההמונית לחשבונות iCloud של ידוענים ICon festival פסטיבל אייקון ID; Peace B ID; Peace B IDAS אידאס IDE IDE IDEN Integrated Digital Enhanced Network IDF Achzarit אכזרית IDF Caterpillar D9 דחפור די-9 בשירות צה"ל IDF Orchestra תזמורת צה"ל IDF Spokesperson תבנית:דוברי צה"ל IDF Spokesperson's Unit דובר צה"ל IDF Sword Battalion גדוד חרב IDI Insurance איי.די.איי. חברה לביטוח IDMS IDMS IDW Publishing IDW Publishing IE Business School IE Business School IEC IEC IEC 60027-2 IEC 60027-2 IEC Tower מגדל חברת החשמל IEEE 1394 FireWire IEEE 802.11 IEEE 802.11 IEEE 802.1AE IEEE 802.1AE IEEE 802.1X IEEE 802.1X IEEE Judith Resnik Award פרס ג'ודית רזניק IEEE Medal of Honor מדליית ה-IEEE IEEE Medal of Honor recipients קטגוריה:זוכי מדליית ה-IEEE IETV קטגוריה:הטלוויזיה החינוכית הישראלית IF Brommapojkarna players קטגוריה:כדורגלני ברומאפויקארנה IF Elfsborg אלפסבורג IFBB Mr. America מר אמריקה של IFBB IFBB Professional League הליגה המקצועית של IFBB IFC Films IFC Films IFF IFF IFK Göteborg גטבורג IFK Göteborg players קטגוריה:כדורגלני גטבורג IFK Norrköping נורשפינג IFK Norrköping players קטגוריה:כדורגלני נורשפינג IG Farben אי גה פארבן IG Farben קטגוריה:אי גה פארבן IG Farben Building בניין אי גה פארבן IG Farben Trial משפט אי גה פארבן IGN IGN IGO IGO IGoogle IGoogle IHF World Men's Handball Championship אליפות העולם בכדוריד IHH IHH II SS Panzer Corps קורפוס הפאנצר אס אס השני IJ IJ IJsselmeer אייסלמיר IKEA איקאה IL7Soulhunter/Sandbox/Project1 אוונסנס ILOVEYOU ILOVEYOU ILS ILS ILife ILife ILoo ILoo IM the Supervisor IM the Supervisor IMAX IMAX IMDb IMDb IMDb company תבנית:Imdb company IMDb name תבנית:Imdb name IMDb title תבנית:Imdb title IMI 120 mm gun תותח תע"ש 120 מ"מ IMI Desert Eagle עיט המדבר IMI Galil גליל IMI Negev נגב IMI TAMI Institute for Research and Development Ltd. תמי מכון למחקר ופתוח IMJ-IAC תבנית:מרכז מידע לאמנות ישראלית IMO IMO IMO number מספר IMO IMSLP2 תבנית:IMSLP2 IMU IMU IMac IMac IN In INF file קובץ INF INI file קובץ INI INS Dakar אח"י דקר INS Eilat אח"י אילת INS Hanit אח"י חנית INS Herev אח"י חרב INS Kidon אח"י כידון INS Lahav אח"י להב INS Rahav אח"י רהב INS Sufa אח"י סופה INS Tannin אח"י תנין INS Tarshish אח"י תרשיש INS Varsha INS וארשה INSEAD INSEAD INTERCAL INTERCAL INXS INXS IO.SYS IO.SYS IOC-recognised international federations קטגוריה:פדרציות ספורט IOS IOS IOS קטגוריה:IOS IOS 10 IOS 10 IOS 5 IOS 5 IOS 6 IOS 6 IOS 7 IOS 7 IOS 8 IOS 8 IOS 9 IOS 9 IOS jailbreaking פריצת iOS IP IP IP Code רמת אטימות IP IP address כתובת IP IP block exemption ויקיפדיה:חסין חסימות IP IP summary תבנית:IP IPA IPA IPA תבנית:יפא IPA chart vowels תבנית:תנועות2 IPA chart/table vowels תבנית:תנועות IPA consonant chart תבנית:טבלת עיצורי IPA IPA link/core תבנית:IPAlink/core IPA navigation תבנית:ניווט IPA IPA symbol תבנית:סמל יפא IPAQ IPAQ IPAblink תבנית:IPAblink IPC IPC IPCRI – Israel/Palestine Center for Research and Information מרכז ישראל פלסטין למחקר ומידע IPL IPL IPTV IPTV IPad IPad IPad The new iPad IPad אייפד IPad 2 IPad 2 IPad Air IPad Air IPad Air 2 IPad Air 2 IPad Mini IPad Mini IPad Mini 2 IPad Mini 2 IPad Mini 3 IPad Mini 3 IPhone אייפון IPhone קטגוריה:אייפון IPhone 3G אייפון 3G IPhone 3GS אייפון 3GS IPhone 4 אייפון 4 IPhone 4S אייפון 4s IPhone 5 אייפון 5 IPhone 5C אייפון 5c IPhone 5S אייפון 5s IPhone 6 אייפון 6 IPhone 6S אייפון 6S IPhone SE אייפון SE IPod IPod IPod קטגוריה:IPod IPod Classic IPod Classic IPod Nano IPod Nano IPod Shuffle IPod Shuffle IPod Touch IPod Touch IPsec IPSec IPstack תבנית:Tcp/ip IPv4 IPv4 IPv4 subnetting reference Subnet mask IPv6 IPv6 IQ and the Wealth of Nations איי קיו ועושר האומות IR IR IRAS טלסקופ החלל IRAS IRAS 17423-1755 IRAS 17423-1755 IRC ויקיפדיה:חדר IRC IRCAM המכון למחקר ולתיאום אקוסטי מוזיקלי IRIS-T איריס-טי IRISL Group קווי ספנות איראניים IRL IRL ISACA האיגוד הישראלי לביקורת ואבטחת מערכות מידע ISCAR Metalworking ישקר ISM ISM ISM band תדרים ללא רישוי ISO ISO ISO 216 ISO 216 ISO 2709 ISO-2709 ISO 27799 תקן ISO 27799 ISO 3166 ISO 3166 ISO 3166-1 ISO 3166-1 ISO 4217 ISO 4217 ISO 6346 ISO 6346 ISO 639 ISO 639 ISO 9000 תקני ISO 9000 ISO 9660 ISO 9660 ISO image תמונת ISO ISO standards קטגוריה:תקני ISO ISO/IEC 17025 ISO\IEC 17025 ISO/IEC 20000 ISO 20000 ISO/IEC 8859 ISO 8859 ISOCARP ISOCARP ISOHDFS 27 ISOHDFS 27 ISU-152 ISU-152 ITER פרויקט איטר ITIL מתודת ITIL ITIS תבנית:ITIS ITU-T איגוד הטלקומוניקציה הבינלאומי#מגזר קביעת תקנים בטלקומוניקציה ITU-T ITV ITV ITV קטגוריה:ITV ITunes ITunes ITunes 8 visualizer.png קובץ:ITunes 8 visualizer.png ITunes Festival: London 2011 ITunes Festival: London 2011 ITunes Live from SoHo ITunes Live from SoHo IUCN Red List conservation dependent species קטגוריה:מינים תלויי שימור IUCN Red List data deficient species קטגוריה:מינים בלי מספיק נתונים IUCN Red List extinct species קטגוריה:מינים במצב שימור נכחד IUCN Red List least concern species קטגוריה:מינים ללא חשש IUD with copper התקן תוך רחמי IUPAC nomenclature of chemistry מונחון IUPAC IWAS World Games משחקי סטוק מנדוויל IWI DAN .338 sniper rifle IWI DAN IWI Jericho 941 יריחו IWI Tavor תבור IWI X95 מיקרו-תבור IWork IWork IZombie איי זומבי Ia Drang Valley עמק יה דראנג Iacob Heraclid יואן יאקוב הראקליד Iacob Negruzzi יאקוב נגרוצי Iaido איאיידו Iain Glen איאן גלן Iain Macleod איאן מקלאוד Iain Pears איאן פירס Iaitō איאייטו Iakob Gogebashvili יעקב גוגבשווילי Iakovos Kambanellis יעקבוס קמבנליס Ialysos יאליסוס Iamiyouareyou/male feminist תבנית:משתמש פמיניסט Ian Allinson איאן אלינסון Ian Anderson איאן אנדרסון Ian Bannen איאן באנן Ian Brown איאן בראון Ian Charleson איאן צ'ארלסון Ian Crocker איאן קרוקר Ian Curtis איאן קרטיס Ian Fleming איאן פלמינג Ian Gillan איאן גילן Ian Harding איאן הרדינג Ian Hart איאן הארט Ian Holm איאן הולם Ian Kershaw איאן קרשו Ian Lustick איאן לוסטיק Ian Mahinmi איאן מהינמי Ian McDiarmid איאן מקדרמיד Ian McEwan איאן מקיואן Ian McKellen איאן מק'קלן Ian McNeice איאן מקניס Ian McPherson איאן מקפירסון Ian McShane איאן מקשיין Ian Mikardo יאן מיקארדו Ian Murdock איאן מרדוק Ian O'Brien איאן או'בריאן Ian Paice איאן פייס Ian Paisley איאן פייזלי Ian Rankin איאן רנקין Ian Richardson איאן ריצ'רדסון Ian Roberts איאן רוברטס Ian Rush איאן ראש Ian Somerhalder איאן סומרהולדר Ian Stewart איאן סטיוארט Ian Thorpe איאן ת'ורפ Ian Ure איאן יור Ian Wright איאן רייט Ian Ziering איאן זירינג Iancu Flondor ינקו פלונדור Iancu Jianu ינקו ז'יאנו Iannis Xenakis יאניס קסנאקיס Iapetus יאפטוס Iara pierro/sandbox עמוד שער Iasion יאסיון Iatrogenesis יאטרוגני Iași יאשי Iași קטגוריה:יאשי Iași County יאשי Iași pogrom פרעות יאשי Ibadan איבדאן Ibadi אבאדיה Ibanez איבנז Ibaraki Mito מיטו Ibaraki Prefecture איבראקי Ibarra איבארה Ibb איב Ibb Governorate איב Ibbi-Sin איבי-סין Ibbur עיבור Iberia איבריה Iberia איבריה איירליינס Iberia התמה של איבריה Iberian Gate and Chapel שער התחייה Iberian Peninsula חצי האי האיברי Iberian Romance languages קטגוריה:שפות איברו-רומאניות Iberian lynx שונר איברי Iberians איברים Ibeyi Ibeyi Ibezito Ogbonna איבזיטו אוגבונה Ibibio people איביביו Ibidorhynchidae קטגוריה:אבידיתיים Ibim איבים Ibirapuera Park פארק איביראפוארה Ibis מגלנים Ibis Budget מלונות איטפ Ibisbill אבידיתיים Ibiza איביזה Ibn 'Asakir עלי אבן אל-חסן אבן עסאכר Ibn Arabi אבן ערבי Ibn Battuta אבן בטוטה Ibn Ezra אבן עזרא Ibn Gabirol Street רחוב אבן גבירול Ibn Hajar al-Asqalani אבן חג'ר אל-עסקלאני Ibn Hazm אבן חזם אל-אנדלוסי Ibn Ishaq אבן אסחאק Ibn Kammuna אבן כמונה Ibn Kemal אבן כמאל Ibn Khaldun אבן ח'לדון Ibn Khordadbeh אבן ח'ורדאדבה Ibn Saud אבן סעוד Ibn Shaprut שם טוב אבן שפרוט Ibn Taymiyyah אבן תיימיה Ibn Tibbon אבן תיבון Ibn Tufail אבן טופייל Ibn Tumart עבדאללה אבן תומארת Ibn al-Baitar אבן אלביטאר Ibn al-Bawwab אבן אל באוהאב Ibn al-Qalanisi אבן אל קלניסי Ibn al-Rawandi אבן א-רוואנדי Ibogaine איבוגאין Ibolya Csák איבויה צ'אק Ibrahim Abdel Hadi Pasha אבראהים עבד אל-האדי Ibrahim Abdul Razak איברהים עבדול ראזאק Ibrahim Afellay איברהים אפלאי Ibrahim Duro איברהים דורו Ibrahim Hashem אבראהים האשם Ibrahim Jaaber איברהים ג'אבר Ibrahim Maalouf איברהים מעלוף Ibrahim Pasha of Egypt איברהים פאשה Ibrahim Rugova איברהים רוגובה Ibrahim Sarsur אבראהים צרצור Ibrahim al-Makadmeh איבראהים מקאדמה Ibrahim al-Yaziji איברהים אל-יאזג'י Ibrahim of Johor סולטאן ג'והור איברהים Ibrahim of the Ottoman Empire איברהים הראשון Ibrahima Traoré איברהימה טראורה Ibrox Stadium אצטדיון אייברוקס Ibtin אבטין Ibtisam Mara'ana אבתיסאם מראענה Ibuprofen איבופרופן Ibzan אבצן Ibşir Mustafa Pasha איפשירי מוסטפא פאשה Ica stones אבני איקה Icarius איקריוס Icarus איקרוס Icaunis איקאוניס Ice קרח Ice Age עידן הקרח Ice Age קטגוריה:עידן הקרח Ice Age תבנית:סדרת סרטי עידן הקרח Ice Age: Collision Course עידן הקרח: מסלול התנגשות Ice Age: Continental Drift עידן הקרח 4: יבשת בתנועה Ice Age: Dawn of the Dinosaurs עידן הקרח 3: עלייתם של הדינוזאורים Ice Age: The Meltdown עידן הקרח 2: נמסים מצחוק Ice Bucket Challenge אתגר דלי הקרח Ice Cruise of the Baltic Fleet מסע הקרח של הצי הבלטי Ice Cube אייס קיוב Ice Hockey Federation of Israel התאחדות ההוקי קרח הישראלית Ice Hockey Federation of Russia פדרציית ההוקי הרוסית Ice Hockey World Championships אליפות העולם בהוקי קרח Ice Princess נסיכת הקרח Ice age עידן קרח Ice axe גרזן קרח Ice climbing טיפוס קרח Ice cream גלידה Ice cream קטגוריה:גלידות Ice cream brands קטגוריה:מותגי גלידה Ice cream cake עוגת גלידה Ice cream cone גביע גלידה Ice cream headache קיפאון מוחי Ice cream maker מכונת גלידה Ice cream parlor גלידרייה Ice cream parlors קטגוריה:גלידריות Ice cream sandwich קסאטה Ice cream van אוטו גלידה Ice cube קוביית קרח Ice giant ענק קרח Ice hockey הוקי קרח Ice hockey קטגוריה:הוקי קרח Ice hockey competitions קטגוריה:תחרויות הוקי קרח Ice hockey goaltenders קטגוריה:שוערי הוקי קרח Ice hockey in Canada קטגוריה:הוקי קרח קנדי Ice hockey in Israel קטגוריה:הוקי קרח ישראלי Ice hockey in Russia קטגוריה:הוקי קרח רוסי Ice hockey in the Soviet Union קטגוריה:הוקי קרח סובייטי Ice hockey players קטגוריה:שחקני הוקי קרח Ice hockey teams קטגוריה:קבוצות הוקי קרח Ice hockey teams in Canada קטגוריה:קבוצות הוקי קרח קנדיות Ice hockey teams in Israel קטגוריה:קבוצות הוקי קרח ישראליות Ice hockey teams in Russia קטגוריה:קבוצות הוקי קרח רוסיות Ice hotel מלון קרח Ice pellets גשם-שלג Ice pick דקר קרח Ice pop שלגון Ice resurfacer מיישרת קרח Ice sculpture פיסול בקרח Ice shelf מדף קרח Ice skating החלקה על הקרח Ice skating קטגוריה:החלקה על הקרח Ice storm סופת קרח Ice wine יין קרח Ice-T אייס-טי IceCube Neutrino Observatory מצפה נויטרינו בגלאי אייסקיוב Iceberg קרחון ימי Icebreaker שוברת קרח Icebreakers קטגוריה:שוברות קרח Iced Earth Iced Earth Iceland איסלנד Iceland קטגוריה:איסלנד Iceland at the Olympics איסלנד במשחקים האולימפיים Iceland hotspot הנקודה החמה של איסלנד Iceland in the Eurovision Song Contest איסלנד באירוויזיון Iceland international footballers קטגוריה:כדורגלני נבחרת איסלנד Iceland national basketball team נבחרת איסלנד בכדורסל Iceland national football team נבחרת איסלנד בכדורגל Iceland national handball team נבחרת איסלנד בכדוריד Iceland squad UEFA Euro 2016 תבנית:נבחרת איסלנד ביורו 2016 Iceland templates קטגוריה:תבניות ניווט - איסלנד Iceland women's national football team נבחרת איסלנד בכדורגל נשים Icelandair אייסלנדאייר Icelandic actors קטגוריה:שחקני קולנוע וטלוויזיה איסלנדים Icelandic culture קטגוריה:איסלנד: תרבות Icelandic explorers קטגוריה:מגלי ארצות איסלנדים Icelandic female singers קטגוריה:זמרות איסלנדיות Icelandic footballers קטגוריה:כדורגלנים איסלנדים Icelandic króna קרונה איסלנדית Icelandic language איסלנדית Icelandic literature קטגוריה:ספרות איסלנדית Icelandic music קטגוריה:מוזיקה איסלנדית Icelandic musical groups by genre קטגוריה:להקות איסלנדיות Icelandic musicians קטגוריה:מוזיקאים איסלנדים Icelandic people קטגוריה:איסלנדים Icelandic politicians קטגוריה:פוליטיקאים איסלנדים Icelandic sculptors קטגוריה:פסלים איסלנדים Icelandic singers קטגוריה:זמרים איסלנדים Icelandic sportspeople קטגוריה:ספורטאים איסלנדים Icelandic writers קטגוריה:סופרים איסלנדים Iceman אייסמן Iceni איקני Ich Troje Ich Troje Ich bin ein Berliner אני ברלינאי Ich klage an אני מאשים Ichi the Killer איצ'י דה קילר Ichirou Mizuki איצ'ירו מיזוקי Ichirō Hatoyama איצ'ירו הטויאמה Ichiya Kumagae איצ'ייה קומגאה Ichthyology איכתיולוגיה Ichthyophiidae תולעני זנב אסייתיים Ichthyornis איכתיאורניס Ichthyosaur איכתיוזאוריה Ichthyosis איכתיוזיס Icon אייקון Icon איקונין Icon המניפסט השחור Icon צלמית Icon תבנית:כפתור Icona Pop איקונה פופ Iconoclasm איקונוקלאזם Iconoclast Iconoclast Iconography איקונוגרפיה Iconography קטגוריה:איקונוגרפיה Iconology איקונולוגיה Iconostasis איקונוסטאזיס Icosahedron איקוסהדרון Icovellauna איקוולאונה Icterid פזאיים Icteridae קטגוריה:פזאיים Ictonyx חמוס מפוספס Icy Tower Icy Tower Icíar Bollaín איסיאר בויאין Id Software Id Software Id Tech 3 Id Tech 3 Ida אידה Ida Fink אידה פינק Ida Freund אידה פרוינד Ida Haendel אידה הנדל Ida Kamińska אידה קמינסקה Ida Kavafian אידה קאוואפיאן Ida Lupino אידה לופינו Ida Mayrin אידה מיירין Ida Nudel אידה נודל Ida Rolf אידה רולף Ida Rubinstein אידה רובינשטיין Ida Saxton McKinley אידה סקסטון מקינלי Ida Wells אידה ב' ולס Ida of Bernicia מלך ברניקיה אידה Ida-Viru County אידה-וירו Idaho איידהו Idaho קטגוריה:איידהו Idaho תבנית:איידהו Idaho Boise בויסי Idan עידן Idan Abutbul משתמש:Idan Abutbul Idan Alterman עידן אלתרמן Idan Maimon עידן מימון Idan Malichi עידן מליחי Idan Ofer עידן עופר Idan Raichel עידן רייכל Idan Raichel albums קטגוריה:אלבומי עידן רייכל Idan Sade עידן שדה Idan Shriki עידן שריקי Idan Srur עידן סרור Idan Tal עידן טל Idan Vered עידן ורד Idan Weitzman עידן ויצמן Idan Yaniv עידן יניב Idan Zalmanson עידן זלמנסון Idan haNegev אזור תעשייה עידן הנגב Iddo עדו הנביא Iddo Goldberg עדו גולדברג Iddo Netanyahu עדו נתניהו Idea רעיון Ideal אידאל Ideal chain שרשרת פולימרית אידאלית Ideal gas גז אידאלי Ideal type טיפוס אידאלי Idealism אידאליזם Idel Ianchelevici אידל ינקלביץ' Idelson אידלסון Idempotence אידמפוטנט Identification הזדהות Identification friend or foe זיהוי עמית-טורף Identification in Nazi camps סימון אסירים במחנות ריכוז נאציים Identified patient מטופל מזוהה Identity זהות Identity Crisis משבר זהות Identity crisis 1.jpg קובץ:Identity crisis 1.jpg Identity document תעודת זהות Identity documents קטגוריה:תעודות Identity element איבר יחידה Identity function פונקציית הזהות Identity matrix מטריצת היחידה Identity politics פוליטיקה של זהויות Identity politics קטגוריה:פוליטיקה של זהויות Identity theft גניבת זהות Identity theorem משפט היחידות Ideogram אידאוגרמה Ideokinesis אידאוקינסיס Ideologies קטגוריה:אידאולוגיות Ideology אידאולוגיה Ideomotor phenomenon האפקט האידיאומוטורי Ides of March אידו של מארס Idhna אידנא Idi Abin Naggara רב אידי בר אבין Idi Amin אידי אמין Idina Menzel עדינה מנזל Idiolect אידיולקט Idiom ניב Idioma-bot משתמש:Idioma-bot Idiopathic generalized epilepsy אפילפסיה כללית אידיופתית Idiophone אידיופוניים Idiot Pilot אידיוט פיילוט Idir אידיר Idit Keidar עדית קידר Idlib אדלב Idlib Governorate אדלב Idnibba אידניבה Ido אידו Ido Exbard עידו אקסברד Ido Kozikaro עידו קוז'יקרו Ido Levy עידו לוי Ido Mosseri עידו מוסרי Ido Nehoshtan עידו נחושתן IdoZi משתמש:IdoZi Idobi1 משתמש:עידו Idodan/Amos Bar עמוס בר Idolatry קטגוריה:עבודת אלילים Idolatry in Judaism עבודה זרה Idomeneo אידומניאו Idov Cohen אידוב כהן Idrija אידריה Idrijca אידרייצה Idris Elba אידריס אלבה Idris of Libya מלך לוב אידריס הראשון Idrisid dynasty השושלת האידריסית Idriss Déby אידריס דבי Idyll אידיליה Idée fixe אידאה פיקס Ieronim Uborevich ירונים אובורביץ' Iesi יזי Ietim Gurji יתים גורג'י If Atom Heart Mother#צד ב' If If If I Fell If I Fell If I Had a Hammer If I Had a Hammer If I Never See Your Face Again If I Never See Your Face Again If I Stay אם אשאר If I Were a Boy If I Were a Boy If It's Lovin' that You Want If It's Lovin' that You Want If My Homie Calls If My Homie Calls If There Be Thorns פרחים הצמיחו קוצים If These Walls Could Talk 2 אם הקירות האלה היו יכולים לדבר 2 If This Is Life אם אלה החיים If This Is a Man הזהו אדם? If U Seek Amy If U Seek Amy If You Had Wings אילו היו לך כנפיים If a tree falls in a forest אם עץ נופל ביער If and only if אם ורק אם If-by-whiskey כשל אם בוויסקי Ifconfig Ifconfig Ifni איפני Ifnumber תבנית:Ifnumber Ifrane איפראן Ifrane Atlas-Saghir אופראן Ifrit עפרית Iftach Spector יפתח ספקטור IftachSam~enwiki משתמש:IftachSam Iftar אפטאר Ig Nobel Prize פרס איג נובל Igal Bursztyn יגאל בורשטיין Igal Pazi יגאל פזי Igal Talmi יגאל תלמי Igbo Jews יהודי האיגבו Igbo people איגבו Igdwsgjk/sandbox ואן דיירקשן Iggy Azalea איגי אזליה Iggy Pop איגי פופ Iggy's Iggy's Iglesias איגלסיאס Igloo איגלו Ignacio Canuto איגנסיו קאנוטו Ignacio Fideleff איגנסיו פידלף Ignacio Matte Blanco איגנסיו מטה בלנקו Ignacio Zoco איגנסיו סוקו Ignacy Jan Paderewski איגנצי יאן פדרבסקי Ignacy Mościcki איגנצי מושצ'יצקי Ignalina איגנלינה Ignalina District Municipality איגנלינה Ignalina Nuclear Power Plant תחנת הכוח הגרעינית איגנלינה Ignatievo איגנטייבו Ignatius of Loyola איגנטיוס מלויולה Ignatz Bubis איגנץ בוביס Ignatz Kolisch איגנץ קוליש Ignatz Waghalter איגנץ ואגהלטר Ignatz von Popiel איגנץ פון פופיל Ignaz Lachner איגנץ לכנר Ignaz Moscheles איגנץ מושלס Ignaz Pleyel איגנץ פלייל Ignaz Schuppanzigh איגנץ שופאנציג Ignaz Semmelweis איגנץ זמלווייס Ignaz Trebitsch-Lincoln טריביטש לינקולן Ignaz Trollmann איגנץ טרולמן פון לובצ'נברג Ignaz Ziegler איגנץ ציגלר Ignaz von Seyfried איגנץ פון זייפריד Ignazio Abate איניאציו אבאטה Ignazio Silone איניאציו סילונה Igneous differentiation גיבוש מפריט Igneous rock סלע יסוד Igneous rocks קטגוריה:סלעי יסוד Ignimbrite איגנימבריט Ignirtoq/Electromagnetic tensor טנזור השדה האלקטרומגנטי Ignition system מערכת הצתה Ignorance Ignorance Ignorance בערות Ignoratio elenchi איגנורטיו אלנכי Ignosticism איגנוסטיות Ignác Goldziher יצחק יהודה גולדציהר Igor Akinfeev איגור אקינפייב Igor Andreev איגור אנדרייב Igor Belanov איגור בלאנוב Igor Denisov איגור דניסוב Igor Dobrovolski איגור דוברובולסקי Igor Gamula איגור גאמולה Igor Giorgadze איגור גיאורגדזה Igor Gouzenko איגור גוזנקו Igor Ilyinsky איגור אילינסקי Igor Ivanović איגור איבנוביץ' Igor Jovanović איגור יובנוביץ' Igor Kolyvanov איגור קוליבנוב Igor Krutoy איגור קרוטוי Igor Kunitsyn איגור קוניצין Igor Kurchatov איגור קורצ'טוב Igor Lolo איגור לולו Igor Markevitch איגור מרקביץ' Igor Milošević איגור מילוסביץ' Igor Mitreski איגור מיטרבסקי Igor Moiseyev איגור מויסייב Igor Netto איגור נטו Igor Newerly איגור נוורלי Igor Oistrakh איגור אויסטרך Igor Olshansky איגור אולשנסקי Igor Polyansky איגור פוליאנסקי Igor Rakočević איגור רקוצ'ביץ' Igor Sechin איגור סצ'ין Igor Semshov איגור סמשוב Igor Sergeyev איגור סרגייב Igor Sergun איגור סרגון Igor Shalimov איגור שאלימוב Igor Shkvyrin איגור שקווירין Igor Sikorsky איגור סיקורסקי Igor Smirnov איגור סמירנוב Igor Smolnikov איגור סמולניקוב Igor Stravinsky איגור סטרווינסקי Igor Tamm איגור תם Igor Tomašić איגור טומאסיץ' Igor Tudor איגור טודור Igor alexandrov משתמש:Igor alexandrov Igor de Camargo איגור דה קמרגו Igor of Kiev נסיך קייב איגור Igor Štimac איגור שטימץ Igorp lj User:Igorp lj Igoumenitsa איגומניצה Igrot Kodesh אגרות קודש Iguala איגואלה Iguana איגואנה Iguania דמויי איגואנה Iguanidae איגואניים Iguanidae קטגוריה:איגואנות Iguanodon איגואנודון Iguape איגואפה Iguazu Falls מפלי איגואסו Iguazu River איגואסו Iguaçu איגואסו Igunaq איגונאק Iguvine Tablets הלוחות האיגוביים Ihab Abdelrahman איהאב א-סייד Ihor Kolomoyskyi איגור קולומויסקי Ihor Rybak איגור ריבק Ihsan Abdel Quddous אחסאן עבד אל-קדוס Ihtiman איחטימן Ijevan איג'באן Ijlil al-Qibliyya אג'ליל Ijma איג'מאע Ijtihad אג'תהאד Ijzim איג'זים Ikariam איקרים Ike Aronowicz יצחק Ike Isaacs אייק אייזקס Ike Ofoegbu אייק אופייבו Ike: Countdown to D-Day אייק: הספירה לאחור Ikebana איקבנה Iker Casillas איקר קסיאס Iker Muniain איקר מוניאין Ikhshidid dynasty השושלת האיח'שידית Ikililou Dhoinine איקילילו דואנינה Ikizukuri איקיזוקורי Ikki Kita קיטה איקי Iklaina איקלנה Ikonos איקונוס Iksal אכסאל Ikue Asazaki איקואה אסאזאקי Ikue Ōtani איקואה אוטאני Ikurriña דגל חבל הבסקים Ikurō Teshima איקורו טשימה Il Canto degli Italiani המנון איטליה Il Capitano קפיטנו Il Divo Il divo Il Giornale איל ג'ורנלה Il Postino: The Postman הדוור Il Redentore איל רדנטורה Il Sodoma איל סודומה Il corsaro שודד הים Il tabarro האדרת Il trittico איל טריטיקו Il trovatore הטרובדור IlFreccio/sandbox פונקציית רווחה חברתית Ilam Province אילאם Ilan Bakhar אילן בכר Ilan Ben-Dov אילן בן דב Ilan Chester אילן צ'סטר Ilan Chet אילן חת Ilan Gilon אילן גילאון Ilan Grapel affair פרשת אילן גרפל Ilan Halevi אילן הלוי Ilan Halimi אילן חלימי Ilan Harari אילן הררי Ilan Leibovitch אילן ליבוביץ Ilan Mizrahi אילן מזרחי Ilan Pappé אילן פפה Ilan Ramon אילן רמון Ilan Ramon youth physics center מרכז אילן רמון לנוער שוחר פיזיקה Ilan Shalgi אילן שלגי Ilan Shohat אילן שוחט Ilan Volkov אילן וולקוב Ilan Yeshua אילן ישועה Ilana Avital אילנה אביטל Ilana Berger אילנה ברגר Ilana Cohen אילנה כהן Ilana Dayan אילנה דיין Ilana Goor Museum מוזיאון אילנה גור Ilana Kratysh אילנה קרטיש Ilana Krausman Ben-Amos אילנה קראוזמן בן-עמוס Ilana Raviv אילנה רביב Ilana Yahav אילנה יהב Ilanit אילנית Ilaniya אילניה Ilarie Voronca אילריה וורונקה Ilario משתמש:Ilario Ildebrando Pizzetti אילדבראנדו פיצטי Ildefons Lima אילדפונס לימה Ildefonso Falcones אילדפונסו פלקונס Ileal arteries עורקי המעי העקום Ileana Cosânzeana אילאנה קוסנזאנה Ileana Ros-Lehtinen אליאנה רוס-לאטינן Ileum המעי העקום Ileus חסימת מעיים Ilf and Petrov אילף ופטרוב Ilham Aliyev אילהם אלייב Ilhéu das Rolas איליאו דאש רולש Ili River אילי Ili-Rapih אילי-ראפיח Ilia Abuladze איליה אבולדזה Ilia Chavchavadze איליה צ'בצ'בדזה Ilia State University האוניברסיטה הממלכתית על שם איליה צ'בצ'בדזה Ilia Zdanevich איליה זדאנביץ' Iliac artery עורק הכסל Iliad איליאדה Ilie Dumitrescu איליה דומיטרסקו Ilie Năstase איליה נסטסה Iliopsoas שריר הכסל והמותניים Ilium אגן#כסל Ilja Szrajbman איליה שרייבמן Ilkhanate השושלת האילח'אנית Ill איל Ill Bill איל ביל Illana Diamant אילנה שושן Ille-et-Vilaine איל ווילן Illegal drug trade סחר בסמים Illegal drug trade קטגוריה:סחר בסמים Illegal immigration הסתננות Illegal immigration קטגוריה:הגירה בלתי חוקית Illegal immigration from Africa to Israel הסתננות מאפריקה לישראל Illegal immigration to the United States הגירה בלתי חוקית לארצות הברית Illicit major איליקיט מיור Illicit minor איליקיט מינור Illinois אילינוי Illinois קטגוריה:אילינוי Illinois תבנית:אילינוי Illinois Allerton אלרטון Illinois Aurora אורורה Illinois Buildings and structures in Chicago קטגוריה:שיקגו: מבנים Illinois Cairo קהיר Illinois Champaign שמפיין Illinois Champaign County מחוז שמפיין Illinois Chicago קטגוריה:שיקגו Illinois Confederation איליניווק Illinois Cook County מחוז קוק Illinois Culture of Chicago קטגוריה:שיקגו: תרבות Illinois Education in Chicago קטגוריה:שיקגו: חינוך Illinois Evanston אוונסטון Illinois Fighting Illini men's basketball players קטגוריה:כדורסלני אוניברסיטת אילינוי באורבנה-שמפיין Illinois History of Chicago קטגוריה:שיקגו: היסטוריה Illinois Holocaust Museum and Education Center מוזיאון השואה של אילינוי Illinois Institute of Technology faculty קטגוריה:סגל המכון הטכנולוגי של אילינוי Illinois Joliet ג'ולייט Illinois Lake County מחוז לייק Illinois Mayors of Chicago קטגוריה:ראשי עיריית שיקגו Illinois Maywood מייווד Illinois Monticello מונטיצ'לו Illinois Museums in Chicago קטגוריה:שיקגו: מוזיאונים Illinois North Utica צפון אוטיקה Illinois People from Chicago קטגוריה:שיקגו: אישים Illinois Peoria פאוריה Illinois Piatt County מחוז פיאט Illinois River אילינוי Illinois Rockford רוקפורד Illinois Savoy סאבוי Illinois Senate הסנאט של אילינוי Illinois Skokie סקוקי Illinois Skyscrapers in Chicago קטגוריה:שיקגו: גורדי שחקים Illinois Sports in Chicago קטגוריה:שיקגו: ספורט Illinois Springfield ספרינגפילד Illinois Transportation in Chicago קטגוריה:שיקגו: תחבורה Illinois Urbana אורבנה Illinois Vermilion County מחוז ורמיליון Illinois Waukegan ווקיגן Illinois Wilmette וילמט Illinois and Michigan Canal תעלת אילינוי ומישיגן Illinois counties קטגוריה:אילינוי: מחוזות Illinois culture קטגוריה:אילינוי: תרבות Illintsi אילינצי Illit עילית Illite איליט Illubabor Province מחוז ילובור Illui עילוי Illumina dye sequencing ריצוף אילומינה Illuminated manuscripts קטגוריה:כתבי יד מאוירים Illuminati אילומינטי Illumination Entertainment Illumination Entertainment Illumination Entertainment animated films קטגוריה:סרטי אילומיניישן הפקות Illuminations Illuminations Illusion אשליה Illusions קטגוריה:אשליות Illusions תעתועים Illusions perdues אשליות אבודות Illustration איור Illustrator מאייר Illustrators קטגוריה:מאיירים Illyria איליריה Illyrian Wars המלחמות האיליריות Illyrians אילירים Illés Relief דגם ירושלים של סטפן אילש Ilmari Juutilainen אילמרי יוטיליינן Ilmenite אילמניט Ilnyk אילניק Ilok אילוק Ilona Elek אילונה אלק Ilona Fehér אילונה פהר Ilona Novák אילונה נובק Ilona Staller צ'יצ'ולינה Ilona Vincze-Kraus אילונה וינצה-קראוס Ilona Štěpánová-Kurzová אילונה שטפאנובה-קורצובה Iloprost אילופרוסט Ilorin אילורין Ilovecrows עורב Ilpalermitese משתמש:Ilpalermitese Ilsa Konrads אילזה קונרדס Ilse Koch אילזה קוך Ilsur Metshin אילסור מטשין Iltutmish שמס אל-דין אלתותמש Ilulissat אילוליסאט Ilut עילוט Ilut Stadium אצטדיון עילוט Ilvaite אילוואיט Ilya Ehrenburg איליה ארנבורג Ilya Frank איליה פרנק Ilya Glazunov איליה גלזונוב Ilya Ilf איליה אילף Ilya Kan איליה קאן Ilya Muromets איליה מורומץ Ilya Piatetski-Shapiro איליה פיאטצקי-שפירו Ilya Prigogine איליה פריגוז'ין Ilya Rabinovich איליה רבינוביץ Ilya Repin איליה רפין Ilya Smirin איליה סמירין Ilyushin איליושין Ilyushin קטגוריה:איליושין Ilyushin Il-14 איליושין Il-14 Ilyushin Il-18 איליושין Il-18 Ilyushin Il-2 איליושין Il-2 Ilyushin Il-62 איליושין Il-62 Ilyushin Il-76 איליושין Il-76 Ilyushin Il-86 איליושין Il-86 Ilyushin Il-96 איליושין Il-96 Im Hazman עם הזמן Im Tirtzu אם תרצו Ima Shalom אימא שלום Imad Fares עימאד פארס Imad Mughniyah עימאד מוע'ניה Imad ad-Din Zengi זנגי Image תמונה Image Comics אימג' קומיקס Image Comics titles קטגוריה:אימג' קומיקס Image file formats קובץ תמונה Image frame תבנית:ממוזער Image hosting קטגוריה:אתרי אחסון תמונות Image label תבנית:תווית צפה Image label begin תבנית:תמונה עם תוויות צפות Image label small תבנית:תווית תמונה Image macro Image macro Image of God צלם אלוהים Image processing עיבוד תמונה Image requested תבנית:אין תמונה Image resolution רזולוציה Image scanner סורק Image segmentation סגמנטציה Image stabilization מייצב תמונה Image stitching תפירת תמונות Image use policy עזרה:תמונות Images and Words Images and Words Imaginary audience קהל מדומה Imaginary friend חבר דמיוני Imaginary number מספר מדומה Imagination דמיון Imagination! דמיון! Imagine Imagine Imagine Dragons Imagine Dragons Imagine Peace Tower מגדל Imagine Peace Imagined community קהילות מדומיינות Imaging דימות Imaging קטגוריה:דימות Imagism אימג'יזם Imam אימאם Imam Hossein University אוניברסיטת האימאם חוסיין Imam Reza shrine מקדש האימאם א-רידא Imam Shamil האימאם שאמיל Iman אימאן Iman אימן Iman Darweesh Al Hams פרשת סרן ר' Iman Shumpert אימאן שאמפרט Imbros גקצ'אדה Imedi Media Holding אימדי Imelda Marcos אימלדה מרקוס Imelda Staunton אימלדה סטונטון Imereti אימרתי Imereti קטגוריה:אימרתי Imerkhevi אימרחווי Imgur Imgur Imhotep אמחותפ Imi Lichtenfeld אימי שדאור ליכטנפלד Imiaslavie אימיאסלאוויה Imide אימיד Imiglucerase סרזיים Imine אימין Imipenem אימיפנם Imitation חיקוי Imitation of Life חיקוי לחיים Immaculate Conception העיבור ללא חטא Immanence אימננטיות Immanuel עמנו אל Immanuel עמנואל Immanuel Aboab עמנואל אבוהב Immanuel Beit Yaakov controversy בג"ץ בית הספר בעמנואל Immanuel Church כנסיית עמנואל Immanuel Kant עמנואל קאנט Immanuel Kant קטגוריה:עמנואל קאנט Immanuel Kant תבנית:קאנטיאניזם Immanuel Löw עמנואל לעף Immanuel Velikovsky עמנואל וליקובסקי Immanuel Wallerstein עמנואל ולרשטיין Immanuel the Roman עמנואל הרומי Immatain אימאתין Immerman–Szelepcsényi theorem משפט אימרמן Immersion השתקעות Immersion foot syndromes רגל חפירות Immigrant camps מחנה עולים Immigrants to Israel קטגוריה:עולים Immigrants to the United States קטגוריה:מהגרים לארצות הברית Immigration קטגוריה:הגירה Immigration Act of 1924 חוק ההגירה של 1924 Immigration and Nationality Act of 1965 חוק ההגירה והאזרחות Immigration to Canada הגירה לקנדה Immigration to the United States הגירה לארצות הברית Immigration to the United States קטגוריה:הגירה לארצות הברית Immobilized enzyme קיבוע אנזימים Immolation אימוליישן Immortal אימורטל Immortal DNA strand hypothesis תאוריית הגדיל הנצחי Immortal Game משחק האלמוות Immortality חיי נצח Immortality קטגוריה:חיי נצח Immortals בני האלמוות Immune system מערכת החיסון Immune system disorders קטגוריה:הפרעות במנגנון החיסון Immune thrombocytopenic purpura ארגמנת תרומבוציטופנית חיסונית Immunity חסינות Immunodeficiency כשל חיסוני Immunoglobulin therapy נוגדן תוך ורידי Immunohistochemistry אימונוהיסטוכימיה Immunological synapse סינפסה אימונולוגית Immunology אימונולוגיה Immunology קטגוריה:אימונולוגיה Immunosuppressants קטגוריה:תרופות שמדכאות את מערכת חיסון Immunotherapy אימונותרפיה Immunotoxin אימונוטוקסין Imogen Cunningham אימוג'ן קנינגהם Imogen Stubbs אימוג'ן סטאבס Imogene King אימוג'ן קינג Imoro Lukman אימורו לוקמן Impact crater מכתש פגיעה Impact craters on Earth קטגוריה:מכתשי פגיעה Impact craters on Mars קטגוריה:מכתשים על מאדים Impact craters on the Moon קטגוריה:מכתשי הירח Impact factor אימפקט פקטור Impala אימפלה Impalement חלוקה בניצב Impalement שיפוד כהוצאה להורג Impasto אימפסטו Impeachment process against Dilma Rousseff תהליך ההדחה של דילמה רוסף מנשיאות ברזיל Impedance עכבה Imperative mood ציווי Imperative programming תכנות אימפרטיבי Imperator אימפרטור Imperator3733/WIP:Computing/Multi-core ליבות מרובות Imperatritsa Mariya-class battleship אוניות המערכה מסדרת אימפרטריצה מריה Imperfect אימפרפקטום Imperforate anus איטמות פי הטבעת Imperia אימפריה Imperial Airways אימפיריאל איירווייז Imperial Anthem of Iran סורוד שאהנשאהי איראן Imperial British East Africa Company חברת מזרח אפריקה הבריטית Imperial Chemical House בית אימפריאל כימיקל Imperial Citadel of Thăng Long מצודת טהאנג לונג Imperial College London אימפריאל קולג' Imperial Conference ועידת האימפריה Imperial Council המועצה האימפריאלית Imperial Crown of India הכתר האימפריאלי של הודו Imperial Dam סכר אימפריאל Imperial German Navy הצי הקיסרי הגרמני Imperial German Navy קטגוריה:הצי הקיסרי הגרמני Imperial German Navy personnel קטגוריה:ימאי הצי הקיסרי הגרמני Imperial Gift המתנה האימפריאלית Imperial Glory Imperial Glory Imperial Guard המשמר הקיסרי Imperial Household Agency סוכנות משק הבית הקיסרי Imperial Japanese Army הצבא היפני הקיסרי Imperial Japanese Army קטגוריה:הצבא היפני הקיסרי Imperial Japanese Army Academy האקדמיה הצבאית הקיסרית Imperial Japanese Naval Academy האקדמיה הימית הקיסרית Imperial Japanese Navy הצי הקיסרי היפני Imperial Japanese Navy קטגוריה:הצי הקיסרי היפני Imperial Klans of America הקלאנים האימפריאליים של אמריקה Imperial Navy הצי הקיסרי Imperial Roman consuls קטגוריה:קונסולים בקיסרות הרומית Imperial Rule Assistance Association טאיסיי יוקוסאנקאי Imperial Russian Air Service חיל האוויר הרוסי הקיסרי Imperial Russian Army צבא האימפריה הרוסית Imperial Russian Army generals קטגוריה:גנרלים בצבא האימפריה הרוסית Imperial Russian Navy הצי הרוסי הקיסרי Imperial Russian Navy קטגוריה:הצי הרוסי הקיסרי Imperial Russian Navy personnel קטגוריה:קציני הצי הרוסי הקיסרי Imperial Russian people קטגוריה:האימפריה הרוסית: אישים Imperial Russian politicians קטגוריה:האימפריה הרוסית: פוליטיקאים Imperial Seal of Japan סמל יפן Imperial Service Order מסדר השירות הקיסרי Imperial Standards of Iran הנסים המלכותיים של איראן Imperial State Crown כתר האימפריה הממלכתי Imperial Tombs of the Ming and Qing Dynasties קברים קיסריים של שושלות מינג וצ'ינג Imperial Trans-Antarctic Expedition המשלחת הטראנס-אנטארקטית האימפריאלית Imperial Trans-Antarctic Expedition קטגוריה:אנטארקטיקה: המשלחת הטראנס-אנטארקטית האימפריאלית Imperial War Museum מוזיאון המלחמה האימפריאלי Imperial Way Faction קודו-הא Imperial and US customary measurement systems מערכת היחידות הבריטית Imperial ban חרם קיסרי Imperial cult פולחן הקיסר Imperial fora מקדש השלום Imperial shag קורמורן קיסרי Imperialism אימפריאליזם Imperialism קטגוריה:אימפריאליזם Imperium אימפריום Imperva אימפרבה Impetigo סעפת Impfondo אימפפונדו Impi אימפי Implementation מימוש Implementation Force כוח האכיפה Implicature אימפליקטורה Implicit and explicit atheism אתאיזם מפורש ומרומז Implicit function פונקציה סתומה Implicit function theorem משפט הפונקציות הסתומות Implicit memory זיכרון מרומז Implied author מחבר מובלע Implosive consonant עיצורים מפונמים Import עזרה:ייבוא Impossible Creatures Impossible Creatures Impossible bottle חפץ בבקבוק Impossible cube קובייה בלתי אפשרית Impossible object צורה בלתי אפשרית Impossible trinity השילוש הבלתי אפשרי Impostor syndrome תסמונת המתחזה Impractical Jokers מעשי ג'וקרים Impresario אמרגן Impresarios קטגוריה:אמרגנים Impression management ניהול הרושם Impressionism אימפרסיוניזם Impressionism קטגוריה:אימפרסיוניזם Impressionism in music מוזיקה אימפרסיוניסטית Impressionist חקיין Impressionist artists קטגוריה:אמנים אימפרסיוניסטים Impressionist painters קטגוריה:ציירים אימפרסיוניסטים Impressionist paintings קטגוריה:ציור אימפרסיוניסטי Impressionist sculptors קטגוריה:פסלים אימפרסיוניסטים Impressionists קטגוריה:חקיינים Impressions Games Impressions Games Impressment גיוס כפוי לצי Imprimatur הסכמה Imprinting החתמה Imprisonment and detention קטגוריה:כליאה Impromptu אימפרומפטו Improper integral אינטגרל לא אמיתי Improvisation אלתור Improvised weapon נשק מאולתר Impulse אימפולס Impulse דחף Impulse מתקף Impulse Tracker אימפולס טראקר Impulse response תגובת הלם Impulsivity אימפולסיביות Impurity of the land of the nations טומאת ארץ העמים Imran Hosein עמראן נזאר חוסיין Imran Khan אימראן חאן Imrani עמראני Imre Gellért אימרה גלרט Imre Kertész אימרה קרטס Imre Lakatos אימרה לקטוש Imre Madách אימרה מדאץ' Imre Nagy אימרה נוג' Imre Németh אימרה נמט Imre Szabics אימרה סאביץ' Imre Zachár אימרה זכר Imri Ganiel אמרי גניאל Imst District אימסט Imwas עמואס Imzadi אימזדי In Absentia In Absentia In Amenas hostage crisis משבר בני הערובה באתר הגז עין אמנאס In Bloom In Bloom In Bruges ברוז' In Camera In Camera In Cold Blood בדם קר In Darkness באפילה In Flames In Flames In Flanders Fields בשדות פלנדריה In God We Trust באל נשים מבטחנו In My Life In My Life In My Own Words In My Own Words In My Place In My Place In Plenty and In Time of Need המנון ברבדוס In Rainbows In Rainbows In Search of a Midnight Kiss בחיפוש אחר נשיקת חצות In Search of the Castaways ילדי רב החובל גרנט In Search of the Lost Chord In Search of the Lost Chord In Search of the Supernatural רשומות חיפוש הרוחות In This Skin In This Skin In Through the Out Door In Through the Out Door In Time עולם הזמן In Too Deep In Too Deep In Too Deep צלילה עמוקה In Treatment בטיפול In Utero In Utero In a Foreign Town In a Foreign Town In a Good Cause— למען מטרה טובה- In a Mellow Tone In a Mellow Tone In an Antique Land בארץ עתיקה In camera משפט בדלתיים סגורות In medias res In medias res In multiplicibus curis אין מולטיפליקיבוס קוריס In silico אין סיליקו In situ אין סיטו In situ hybridization היברידיזציה באתר In situ resource utilization ניצול משאבים מקומיים In the Bedroom בחדר המיטות In the City Without Limits בעיר ללא גבולות In the Closet In the Closet In the Court of the Crimson King In the Court of the Crimson King In the End In the End In the Heat of the Night כחום הלילה In the Hot Seat In the Hot Seat In the House בתוך הבית In the Jungle of Cities ג'ונגל הערים In the Land of Grey and Pink In the Land of Grey and Pink In the Land of Women לך תבין נשים In the Line of Fire בקו האש In the Name of the Father בשם האב In the Night Garden... הגן הקסום... In the Penal Colony במושבת העונשין In the Pines In the Pines In the Realm of the Senses אימפריית החושים In the Wake of Poseidon In the Wake of Poseidon In the Wee Small Hours In the Wee Small Hours In the Zone In the Zone In the news תבנית:חדשות ואקטואליה In the news/test without recent deaths link תבנית:חדשות ואקטואליה In use תבנית:בעבודה In utero אין אוטרו In vitro אין ויטרו In vitro fertilisation הפריה חוץ-גופית In vivo אין ויוו In-A-Gadda-Da-Vida In A Gadda Da Vida In-circuit emulation אמולטור תוך-מעגלי In-flight entertainment מערכת בידור במטוסי נוסעים In-joke בדיחה פנימית In-place algorithm אלגוריתם תוך-מקומי InSight InSight Inaccessible Island אינאקססיבל Inaccessible Island rail רלית האי אינאקססיבל Inaccessible cardinal מונה אי נשיג Inal Getigezhev אינאל גטיגז'ב Inanna איננה Inattentional blindness עיוורון קשבי Inauguration of a Torah scroll הכנסת ספר תורה Inazuma Eleven אינאזומה 11 Inbal ענבל Inbal Dance Theater ענבל Inbal Gavrieli ענבל גבריאלי Inbal Jerusalem Hotel מלון ענבל Inbal Perlmuter ענבל פרלמוטר Inbal Pezaro ענבל פיזרו Inbal Schwarz ענבל שוורץ גנפול Inbal Segev ענבל שגב Inbar ענבר Inbar Lavi ענבר לביא Inbreeding נישואי קרובים Inc. Encyclopædia Britannica אנציקלופדיה בריטניקה בע"מ Inc. Food מזון בע"מ Inc. Monsters בע"מ. מפלצות Inc. Monsters מפלצות בע"מ Inc. Nike נייקי Inc. Palm פאלם Inc. Soldier of Fortune כוח מיוחד Inc. The Cannon Group קנון גרופ Inc. United States Toy Biz פסק דין טוי ביז נגד ארצות הברית Inca קטגוריה:אינקה Inca Empire אינקה Inca Gold זהב האינקה Inca Kola אינקה קולה Inca mythology המיתולוגיה של האינקה Inca tern שחפית האינקה Incandescence להט Incandescent light bulb נורת להט Incantation לחש Incantation bowl קערות השבעה Incarceration מאסר Incarceron אינקרסרון Incarnation אינקרנציה Incarnation התגלמות Incarnia/Incarnia Incarnia Ince אינס Incendiary weapons קטגוריה:נשק הצתה Incendies האישה ששרה Incendies שרופים Incense קטורת Incense Route דרך הבשמים Incense offering קטורת הסמים Inception התחלה Incertae sedis טקסון ללא מקור Incest גילוי עריות Inch אינץ' Incheon אינצ'ון Incheon קטגוריה:אינצ'ון Incheon International Airport נמל התעופה הבינלאומי של אינצ'ון Incheon United FC players קטגוריה:כדורגלני אינצ'ון יונייטד Incidence geometry גאומטריית חילה Incidental music מוזיקת ליווי Inciona אינקיונה Incipit אינציפיט Incirlik Air Base בסיס חיל האוויר אינג'ירליק Incisor שן חותכת Incitatus אינקיטאטוס Incitement שידול Inclined plane מישור משופע Inclusio אינקלוזיו Inclusion תכליל Inclusion–exclusion principle עקרון ההכלה וההפרדה Income הכנסה Income in kind הכנסה בעין Income protection insurance ביטוח מפני אובדן כושר עבודה Income statement דוח רווח והפסד Income tax מס הכנסה Income tax threshold סף מס ההכנסה Income taxes קטגוריה:מס הכנסה Incompatible element יסוד בלתי תואם Incomplete gamma function פונקציית גמא הלא שלמה Incorporated Mars מארס Incorporated cities and towns in California קטגוריה:קליפורניה: ערים Incorporated town תאגיד עירוני Increase תבנית:גידול Incremental launch גשר מקטעים בדחיקה Incubation אינקובציה Incubation אינקובציה של רגשות Incubation period המודל הפסיכוסקסואלי Incubus אינקובוס Incubus אינקיובס Incunable אינקונבולה Indalecio Prieto אינדאלסיו פרייטו Indecent Proposal הצעה מגונה Indefinite and fictitious numbers טיוטה:שמות של מספרים לא מוגדרים Indentation הזחה Indentured servant משרת חוזי Independence מפלגת העצמאות Independence עצמאות Independence תלות Independence Avenue שדרת העצמאות Independence Day היום השלישי Independence Day יום העצמאות Independence Day: Resurgence היום השלישי: התחדשות Independence Hall בית דיזנגוף Independence Hall היכל העצמאות Independence National Historical Park פארק העצמאות ההיסטורי הלאומי Independence Park גן העצמאות Independence Party מפלגת אל-איסתקלאל Independence Party מפלגת העצמאות Independence of Brazil עצמאות ברזיל Independent Independent Independent Centre המרכז העצמאי Independent Education System החינוך העצמאי Independent Group הקבוצה העצמאית Independent Jewish Workers Party מפלגת הפועלים היהודית הבלתי-תלויה Independent Labour Party מפלגת הלייבור העצמאית Independent Liberals ליברלים עצמאיים Independent Media Center אינדימדיה Independent Olympians at the Olympic Games משתתפים עצמאיים במשחקים האולימפיים Independent Order of Odd Fellows המסדר העצמאי של העמיתים יוצאי הדופן Independent Socialist Faction הסיעה הסוציאל-דמוקרטית Independent Spirit Awards פרס אינדפנדנט ספיריט Independent State of Croatia המדינה העצמאית של קרואטיה Independent cities of Germany עיר עצמאית Independent contractor קבלן Independent film סרט עצמאי Independent films קטגוריה:סרטים עצמאיים Independent music אינדי Independent politicians in the United States קטגוריה:פוליטיקאים עצמאים בארצות הברית Independent record label חברת תקליטים עצמאית Independent set קבוצה בלתי תלויה Independent software vendor יצרן תוכנה בלתי תלוי Independiente Medellín דפורטיבו אינדפנדיינטה מדיין Independiente Medellín footballers קטגוריה:כדורגלני אינדפנדיינטה מדיין Independiente Santa Fe footballers קטגוריה:כדורגלני אינדפנדיינטה סנטה פה Independência total המנון סאו טומה ופרינסיפה Indeterminacy of translation אי-היקבעות התרגום Indeterminism אינדטרמיניזם Index אינדקס Index מדד Index מפתח העניינים Index Librorum Prohibitorum רשימת הספרים האסורים Index calculus algorithm תחשיב אינדקסים Index finger אצבע מורה Index fossil מאובן#מאובן מנחה Index mineral מינרלי אינדקס Index numbers קטגוריה:מדדים Index of sociology articles סוציולוגיה - מונחים Index of urban studies articles גאוגרפיה עירונית ותכנון ערים ואזורים - מונחים Index term מילת מפתח IndiGo אינדיגו India הודו India קטגוריה:הודו India Arie אינדיה ארי India Gate שער הודו India General Service Medal מדליית השירות הכללי בהודו India Municipal corporations in Punjab קטגוריה:פנג'אב: ערים India Punjab פנג'אב India Punjab קטגוריה:פנג'אב India at the Olympics הודו במשחקים האולימפיים India at the Paralympics הודו במשחקים הפאראלימפיים India national basketball team נבחרת הודו בכדורסל India national football team נבחרת הודו בכדורגל India stubs קטגוריה:קצרמר הודו Indian Air Force חיל האוויר ההודי Indian Armed Forces הכוחות המזוינים של הודו Indian Army צבא הודו Indian Arrival Day יום הגעת ההודים Indian Institutes of Technology המכון הטכנולוגי ההודי Indian Jews קטגוריה:יהודים הודים Indian Key Historic State Park אינדיאן קי Indian Legion הלגיון ההודי Indian Mujahideen המוג'האדין ההודי Indian Mutiny Medal מדליית המרד ההודי Indian National Congress הקונגרס הלאומי ההודי Indian Navy חיל הים ההודי Indian Nobel laureates קטגוריה:זוכי פרס נובל הודים Indian Ocean האוקיינוס ההודי Indian Ocean קטגוריה:האוקיינוס ההודי Indian Ocean raid הפשיטה באוקיינוס ההודי Indian Plate הלוח ההודי Indian Railways רכבות בהודו Indian Rebellion of 1857 המרד ההודי הגדול Indian Rebellion of 1857 קטגוריה:המרד ההודי הגדול Indian Regional Navigation Satellite System IRNSS Indian Space Research Organisation הארגון ההודי לחקר החלל Indian Super League ליגת העל ההודית Indian Super League players by team קטגוריה:כדורגלנים לפי קבוצה בהודו Indian Territory הטריטוריה האינדיאנית Indian activists קטגוריה:פעילים חברתיים הודים Indian actors קטגוריה:שחקני קולנוע וטלוויזיה הודים Indian artists קטגוריה:אמנים הודים Indian astronomers קטגוריה:אסטרונומים הודים Indian billionaires קטגוריה:מיליארדרים הודים Indian books קטגוריה:ספרים הודיים Indian brown mongoose נמייה הודית חומה Indian campaign of Alexander the Great פלישת אלכסנדר הגדול להודו Indian chess players קטגוריה:שחמטאים הודים Indian clergy קטגוריה:אנשי דת הודים Indian cobra קוברה הודית Indian crested porcupine דרבן מצוי Indian cuisine המטבח ההודי Indian cuisine קטגוריה:המטבח ההודי Indian culture קטגוריה:הודו: תרבות Indian eagle-owl אוח הודי Indian elephant פיל הודי Indian families קטגוריה:הודו: משפחות Indian female models קטגוריה:דוגמניות הודיות Indian feminists קטגוריה:פמיניסטים הודים Indian film directors קטגוריה:במאי קולנוע הודים Indian films קטגוריה:סרטים הודיים Indian gray mongoose נמייה הודית אפורה Indian grey hornbill קלאו אפור הודי Indian hog deer אייל חזירוני Indian independence movement קטגוריה:תנועת העצמאות ההודית Indian inventions קטגוריה:הודו: המצאות Indian journalists קטגוריה:עיתונאים הודים Indian leopard נמר הודי Indian literature קטגוריה:ספרות הודית Indian martial arts אמנויות לחימה הודיות Indian massacre of 1622 טבח ג'יימסטאון Indian mathematicians קטגוריה:מתמטיקאים הודים Indian mealmoth עשנור הקמח Indian military memorials and cemeteries קטגוריה:אנדרטאות לחיילי הודו Indian muntjac מונטיאק מצוי Indian music קטגוריה:מוזיקה הודית Indian musicians קטגוריה:מוזיקאים הודים Indian national calendar לוח השנה ההינדי Indian painters קטגוריה:ציירים הודים Indian pangolin פנגולין הודי Indian pariah dog פאריה Indian peafowl טווס מצוי Indian people קטגוריה:הודים Indian people by occupation קטגוריה:הודים לפי מקצוע Indian philosophers קטגוריה:פילוסופים הודים Indian philosophy פילוסופיה הודית Indian physicists קטגוריה:פיזיקאים הודים Indian poets קטגוריה:משוררים הודים Indian politicians קטגוריה:פוליטיקאים הודים Indian reductions in the Andes רדוקסיון Indian religions דתות דהרמיות Indian reserve שמורת האומות הראשונות Indian rhinoceros קרנף הודי Indian royalty קטגוריה:בני מלוכה הודים Indian rupee רופי הודי Indian scientists קטגוריה:מדענים הודים Indian sculptors קטגוריה:פסלים הודים Indian silverbill כסוף-מקור הודי Indian singers קטגוריה:זמרים הודים Indian spiritual teachers קטגוריה:מורים רוחניים הודים Indian sportspeople קטגוריה:ספורטאים הודים Indian subcontinent תת-היבשת ההודית Indian summer קיץ אינדיאני Indian vulture נשר הודי Indian wolf זאב הודי Indian writers קטגוריה:סופרים הודים Indian yellow-nosed albatross אלבטרוס צהוב חרטום הודי Indiana אינדיאנה Indiana קטגוריה:אינדיאנה Indiana תבנית:אינדיאנה Indiana Bloomington בלומינגטון Indiana Day יום אינדיאנה Indiana Eerie אינדיאנה אירי Indiana Evans אינדיאנה אוונס Indiana Evansville אוונסוויל Indiana Fever אינדיאנה פיבר Indiana Fort Wayne פורט ויין Indiana Hoosiers men's basketball players קטגוריה:כדורסלני אוניברסיטת אינדיאנה Indiana Indianapolis קטגוריה:אינדיאנפוליס Indiana Jones אינדיאנה ג'ונס Indiana Jones and the Fate of Atlantis אינדיאנה ג'ונס וגורלה של אטלנטיס Indiana Jones and the Infernal Machine אינדיאנה ג'ונס והמכונה מן הגיהנום Indiana Jones and the Kingdom of the Crystal Skull אינדיאנה ג'ונס וממלכת גולגולת הבדולח Indiana Jones and the Last Crusade אינדיאנה ג'ונס ומסע הצלב האחרון Indiana Jones and the Temple of Doom אינדיאנה ג'ונס והמקדש הארור Indiana Jones and the Temple of Doom PosterB.jpg תמונה:Indiana Jones and the Temple of Doom PosterB.jpg Indiana Jones et le Temple du Péril אינדיאנה ג'ונס ומקדש הסכנה Indiana Mayors of Indianapolis קטגוריה:ראשי עיריית אינדיאנפוליס Indiana Pacers אינדיאנה פייסרס Indiana Pacers head coaches קטגוריה:מאמני אינדיאנה פייסרס Indiana Pacers players קטגוריה:כדורסלני אינדיאנה פייסרס Indiana Pi Bill הצעת חוק פאי Indiana South Bend סאות בנד Indiana Sports in Indianapolis קטגוריה:אינדיאנפוליס: ספורט Indiana University אוניברסיטת אינדיאנה Indiana University faculty קטגוריה:סגל אוניברסיטת אינדיאנה Indianapolis אינדיאנפוליס Indianapolis Colts אינדיאנפוליס קולטס Indianapolis Jets אינדיאנפוליס ג'טס Indianapolis Olympians אינדיאנפוליס אולימפיאנס Indianapolis Symphony Orchestra התזמורת הסימפונית של אינדיאנפוליס India–Israel relations יחסי הודו-ישראל Indication התוויה Indicator אינדיקטור Indicator function פונקציה מציינת Indictment כתב אישום Indie folk אינדי פולק Indie music קטגוריה:מוזיקת אינדי Indie rock אינדי רוק Indie rock groups קטגוריה:להקות אינדי Indietronica אינדיטרוניקה Indifference curve עקומת אדישות Indigenous Australians אבוריג'ינים Indigenous languages of the Americas קטגוריה:שפות אמרינדיאניות Indigenous languages of the Americas שפות אמרינדיאניות Indigenous peoples ילידים Indigenous peoples in Brazil שבטים ילידים בברזיל Indigenous peoples of Australia קטגוריה:אבוריג'ינים Indigenous peoples of the Americas אינדיאנים Indigo אינדיגו Indigo Girls אינדיגו גירלז Indigo Tribe שבט אינדיגו Indigo carmine אינדיגו קרמין Indigo children ילדי אינדיגו Indigofera ניל Indigofera tinctoria ניל הצבעים Indira Gandhi אינדירה גנדי Indira Gandhi National Open University האוניברסיטה הפתוחה הלאומית ע"ש אינדירה גנדי Indira Varma אינדירה וארמה Indirana רניקסיאלידיים Indirect approach אסטרטגיה של גישה עקיפה Indirect free kick בעיטה חופשית Indium אינדיום Indium tin oxide ITO Individual Learning Plan למידה יחידנית Individual aircraft קטגוריה:מטוסים היסטוריים Individual animals קטגוריה:בעלי חיים מפורסמים Individual chimpanzees קטגוריה:שימפנזים מפורסמים Individual dogs קטגוריה:כלבים מפורסמים Individual gemstones קטגוריה:אבני חן ידועות Individual psychology פסיכולוגיה אינדיבידואלית Individual retirement account קופת גמל בניהול אישי Individual sailing vessels קטגוריה:אוניות וספינות מפרשים יחידאיות Individual trees קטגוריה:עצים מפורסמים Individualism אינדיבידואליזם Individualist anarchism אנרכיזם אינדיבידואליסטי Individualized Education Program תוכנית לימודית אישית Indo-Aryan languages שפות הודו-אריות Indo-European languages קטגוריה:שפות הודו-אירופיות Indo-European languages שפות הודו-אירופיות Indo-European migrations עמים הודו-אירופיים Indo-Hittite הודו-חתית Indo-Iranian languages קטגוריה:שפות הודו-איראניות Indo-Iranian languages שפות הודו-איראניות Indo-Pacific bottlenose dolphin דולפינן אנקולי Indo-Pacific sailfish מפרשן כלל-ימי Indochina הודו-סין Indochinese leopard נמר הודו-סין Indochinese tiger טיגריס הודו-סיני Indoctrination אינדוקטרינציה Indole אינדול Indoles קטגוריה:אינדולים Indonesia אינדונזיה Indonesia קטגוריה:אינדונזיה Indonesia AirAsia אייר אסיה אינדונזיה Indonesia AirAsia Flight 8501 טיסה 8501 של אייר אסיה אינדונזיה Indonesia Pontianak פונטיאנק Indonesia Raya המנון אינדונזיה Indonesia at the Olympics אינדונזיה במשחקים האולימפיים Indonesia at the Paralympics אינדונזיה במשחקים הפאראלימפיים Indonesia national basketball team נבחרת אינדונזיה בכדורסל Indonesia national football team נבחרת אינדונזיה בכדורגל Indonesia templates קטגוריה:תבניות ניווט - אינדונזיה Indonesian cuisine המטבח האינדונזי Indonesian cuisine קטגוריה:המטבח האינדונזי Indonesian culture קטגוריה:אינדונזיה: תרבות Indonesian invasion of East Timor רצח העם במזרח טימור Indonesian language אינדונזית Indonesian mountain weasel סמור הרים אינדונזי Indonesian people קטגוריה:אינדונזים Indonesian politicians קטגוריה:פוליטיקאים אינדונזים Indonesia–Israel relations יחסי אינדונזיה-ישראל Indonesia–Qatar relations יחסי אינדונזיה-קטר Indoor arenas in Slovenia קטגוריה:אולמות כדורסל בסלובניה Indoor climbing טיפוס קירות Indoor cycling ספינינג Indotyphlidae אינדוטיפליים Indra אינדרה Indra Nooyi אינדרה נויי Indre אנדר Indre-et-Loire אנדר ולואר Indre-et-Loire Descartes דקארט Indri אינדרי Indriidae אינדריים Indrė Šerpytytė אינדרה שרפיטיטה Inductance השראות Induction אינדוקציה Induction heating חימום השראתי Inductive reasoning אינדוקציה Inductor סליל השראה Indulf מלך סקוטלנד אינדלף Indulgence שטר מחילה Indus אינדיאני Indus קטגוריה:קבוצת הכוכבים אינדיאני Indus River אינדוס Indus Valley Civilisation תרבות עמק האינדוס Industrial Party Trial משפט מפלגת התעשייה Industrial Revolution המהפכה התעשייתית Industrial Revolution קטגוריה:המהפכה התעשייתית Industrial Workers of the World IWW Industrial Workers of the World קטגוריה:IWW Industrial and Commercial Bank of China בנק סין לתעשייה ומסחר Industrial and organizational psychology פסיכולוגיה ארגונית Industrial control system בקרה תעשייתית Industrial design עיצוב תעשייתי Industrial design קטגוריה:עיצוב תעשייתי Industrial design right מדגם רשום Industrial designers קטגוריה:מעצבים תעשייתיים Industrial engineering הנדסת תעשייה וניהול Industrial engineering קטגוריה:הנדסת תעשייה Industrial engineers קטגוריה:מהנדסי תעשייה וניהול Industrial espionage ריגול תעשייתי Industrial history קטגוריה:תעשייה: היסטוריה Industrial metal אינדסטריאל מטאל Industrial metal musical groups קטגוריה:להקות אינדסטריאל מטאל Industrial music אינדסטריאל Industrial park אזור תעשייה Industrial parks קטגוריה:אזורי תעשייה Industrial parks in Israel קטגוריה:ישראל: אזורי תעשייה Industrial relations יחסי עבודה Industrialisation תיעוש Industrialists קטגוריה:תעשיינים Industry קטגוריה:תעשייה Industry תעשייה Industry 4.0 Industry 4.0 Industry Standard Architecture Industry Standard Architecture Industry by country קטגוריה:תעשייה לפי מדינה Industry in Austria קטגוריה:אוסטריה: תעשייה Industry in Brazil קטגוריה:ברזיל: תעשייה Industry in Canada קטגוריה:קנדה: תעשייה Industry in Germany קטגוריה:גרמניה: תעשייה Industry in India קטגוריה:הודו: תעשייה Industry in Israel קטגוריה:ישראל: תעשייה Industry in Italy קטגוריה:איטליה: תעשייה Industry in Russia קטגוריה:רוסיה: תעשייה Industry in Spain קטגוריה:ספרד: תעשייה Industry in the United Kingdom קטגוריה:הממלכה המאוחדת: תעשייה Industry in the United States קטגוריה:ארצות הברית: תעשייה Industry museums קטגוריה:מוזיאונים תעשייתיים Inelastic collision התנגשות פלסטית Inequalities קטגוריה:אי-שוויונות Inequality אי-שוויון Inequality of arithmetic and geometric means אי-שוויון הממוצעים Inertia אינרציה Inertia התמד Inertia coupling צימוד אינרציאלי Inertial confinement fusion היתוך בכליאה אינרציאלית Inertial measurement unit IMU Inertial navigation system מערכת ניווט אינרציאלית Ines Diers אינס דירס Inessa Armand אינסה ארמנד Inessa Kravets אינסה קראבץ Inexpressible Island האי שלא יתואר Infamy and the Breed Infamy and the Breed Infancy קטגוריה:ינקות Infancy Gospels קטגוריה:בשורות ילדות Infant ינקות Infant bed מיטת תינוק Infant bodysuit בייבי גרו Infant formula תרכובת מזון לתינוקות Infant mortality תמותת תינוקות Infanta Cristina of Spain כריסטינה דה בורבון אי גרסיה Infante אינפנטה Infantry חיל רגלים Infantry קטגוריה:חיל רגלים Infantry Assault Badge אות הסער של חיל הרגלים Infantry Corps חיל הרגלים Infantry fighting vehicle נגמ"ש לחימה Infantry of Israel קטגוריה:חיל הרגלים הישראלי Infantry square ריבוע Infantry tactics הטקטיקה של חיל הרגלים Infantry tanks קטגוריה:טנקי חי"ר Infantry units and formations of the Soviet Union קטגוריה:יחידות רגלים סובייטיות Infatuation התאהבות Infected Mushroom אינפקטד מאשרום Infected Mushroom albums קטגוריה:אלבומי אינפקטד מאשרום Infection זיהום Infection-related cutaneous conditions קטגוריה:זיהומים בעור וברקמה התת-עורית Infections specific to the perinatal period קטגוריה:זיהומים ספציפים לתקופה הסב-לידתית Infections with a predominantly sexual mode of transmission קטגוריה:זיהומים המועברים בעיקר במגע מיני Infectious arthropathies קטגוריה:מחלות מפרקים זיהומיות Infectious disease מחלה זיהומית Infectious diseases קטגוריה:מחלות זיהומיות וטפיליות Infectious mononucleosis מונונוקלאוזיס זיהומי Infective endocarditis אנדוקרדיטיס זיהומית Inference היסק Inferior gemellus muscle שריר התאומים התחתון Inferior mesenteric artery עורק מתלה המעי התחתון Inferior mesenteric vein וריד מתלה המעי התחתון Inferior pancreaticoduodenal artery עורק הלבלב והתריסריון התחתון Inferior phrenic arteries עורק הסרעפת התחתון Inferior ulnar collateral artery העורק העקיף הגומדי התחתון Inferiority complex תסביך נחיתות Infernal Overkill Infernal Overkill Inferno התופת Infertility אי-פוריות Infidel: My Life כופרת Infidelity בגידה InfiniBand InfiniBand InfiniBand Trade Association InfiniBand Trade Association Infinite Infinite Infinite Crisis המשבר האינסופי Infinite F Infinite F Infinite H Infinite H Infinite discography דיסקורגפיה של Infinite Infinite monkey theorem משפט הקוף המקליד Infinite set קבוצה אינסופית Infinitesimal אינפיניטסימל Infinitesimal strain theory מעוות Infiniti אינפיניטי Infiniti Q30 אינפיניטי Q30 Infinitive שם הפועל Infinity אינסוף Infinity אינסופיות Infinity קטגוריה:אינסוף Infinity Land Infinity Land Infinity Ward Infinity Ward Infitah אנפתאח Inflammation דלקת Inflammatory bowel disease מחלות מעי דלקתיות Inflammatory diseases of female pelvic organs קטגוריה:מחלות דלקתיות של איברי האגן בנשים Inflammatory polyarthropathies קטגוריה:דלקות המערבות מספר מפרקים Inflatable boat סירת גומי Inflation אינפלציה Inflation אינפלציה קוסמית Inflection הטיה Inflection point נקודת פיתול Infliximab רמיקייד Influence diagram רשת השפעה Influenza שפעת Influenza A virus subtype H1N1 H1N1 Info-gap decision theory תיאוריית פער-ידע לקבלת החלטות Infobox יחידה:תבנית מידע Infobox תבנית:תבנית מידע Infobox ATP Tennis Tournament תבנית:טורניר טניס ATP Infobox Cyrillic letter תבנית:אלפבית קירילי Infobox D&D character תבנית:דמות רומח הדרקון Infobox England region תבנית:אזור באנגליה Infobox F1 driver תבנית:נהג מרוצים Infobox GrandSlamTournaments תבנית:טורניר גראנד סלאם Infobox IPA תבנית:תיבת עיצור Infobox Israeli Election תבנית:בחירות בישראל Infobox Israeli political party תבנית:מפלגה בישראל Infobox Jewish leader תבנית:רב Infobox London Borough תבנית:רובע לונדון Infobox OS תבנית:מערכת הפעלה Infobox Olympic games תבנית:אולימפיאדה Infobox See תבנית:ימה Infobox U.S. legislation תבנית:חוק פדרלי Infobox WTA Tennis Tournament תבנית:טורניר טניס WTA Infobox World Heritage Site תבנית:אתר מורשת עולמית Infobox aircraft תבנית:מטוס Infobox airline תבנית:חברת תעופה Infobox airport תבנית:שדה תעופה Infobox album תבנית:אלבום Infobox artist תבנית:אמן Infobox artist discography תבנית:פירוט דיסקוגרפיה Infobox astronaut תבנית:טייס חלל Infobox automobile תבנית:כלי רכב Infobox award תבנית:פרס Infobox basketball biography תבנית:אישיות כדורסל Infobox bay תבנית:מפרץ Infobox book תבנית:ספר Infobox building תבנית:מבנה Infobox cave תבנית:מערה Infobox central bank תבנית:בנק מרכזי Infobox character תבנית:דמות בדיונית Infobox cheese תבנית:גבינה Infobox chess biography תבנית:שחמטאי Infobox chess opening תבנית:פתיחת שחמט Infobox civil conflict תבנית:מאבק אזרחי Infobox civilian attack תבנית:פיגוע טרור Infobox coat of arms תבנית:מידע סמל Infobox cocktail תבנית:קוקטייל Infobox comic strip תבנית:קומיקס Infobox company תבנית:חברה מסחרית Infobox computer hardware bus תבנית:אפיק מחשב Infobox concentration camp תבנית:מחנה ריכוז Infobox concert tour תבנית:סיבוב הופעות Infobox continent תבנית:יבשת Infobox country תבנית:מדינה Infobox country demographics תבנית:דמוגרפיה של מדינה Infobox country geography תבנית:גאוגרפיה של מדינה Infobox cycling team תבנית:קבוצת אופניים Infobox dam תבנית:סכר Infobox deity תבנית:אל Infobox dog breed תבנית:כלב Infobox drug תבנית:תרופה Infobox economy תבנית:כלכלת מדינה Infobox ethnic group תבנית:קבוצה אתנית Infobox exchange תבנית:בורסה Infobox fictional race תבנית:גזע בדיוני Infobox film תבנית:סרט Infobox football club תבנית:קבוצת כדורגל Infobox galaxy תבנית:גלקסיה Infobox game תבנית:משחק קופסה Infobox government agency תבנית:סוכנות ממשלתית Infobox graph תבנית:גרף1 Infobox graphics processing unit תבנית:Geforce Infobox hospital תבנית:בית חולים Infobox hotel תבנית:בית מלון Infobox information appliance תבנית:מחשב Infobox international football competition תבנית:תחרות כדורגל Infobox islands תבנית:אי Infobox joint Tennis Tournament תבנית:טורניר טניס משולב Infobox language תבנית:שפה Infobox library תבנית:ספרייה Infobox martial art תבנית:אמנות לחימה Infobox martial artist תבנית:אמן לחימה Infobox martial artist/old תבנית:אמן לחימה Infobox medical condition תבנית:מחלה Infobox member of the Knesset תבנית:ח"כ Infobox military conflict תבנית:סכסוך צבאי Infobox military person תבנית:חייל Infobox military unit תבנית:יחידה Infobox monarchy תבנית:מלוכה Infobox monument תבנית:אנדרטה Infobox mountain תבנית:הר Infobox muscle תבנית:שריר Infobox museum תבנית:מוזיאון Infobox music genre תבנית:מוזיקה Infobox musical תבנית:מחזמר Infobox musical artist תבנית:מוזיקאי Infobox national basketball team תבנית:נבחרת כדורסל Infobox national football team תבנית:נבחרת לאומית Infobox national hockey team תבנית:נבחרת הוקי קרח לאומית Infobox national military תבנית:צבא Infobox newspaper תבנית:עיתון Infobox noble house תבנית:מידע שושלת Infobox number תבנית:מספר שלם Infobox nutritional value תבנית:ערך תזונתי Infobox official post תבנית:משרה Infobox oil field תבנית:שדה נפט Infobox organization תבנית:ארגון Infobox particle תבנית:מידע חלקיק Infobox person תבנית:אישיות Infobox philosopher תבנית:פילוסוף Infobox play תבנית:מחזה Infobox political party תבנית:מפלגה Infobox professional wrestler תבנית:מתאבק Infobox programming language תבנית:שפת תכנות Infobox protected area תבנית:פארק לאומי Infobox radio station תבנית:תחנת רדיו Infobox rail line תבנית:קו רכבת תחתית Infobox rebbe תבנית:אדמו"ר Infobox river תבנית:נהר Infobox road תבנית:כביש Infobox rocket תבנית:משגר Infobox rocket engine תבנית:מנוע רקטי Infobox rockunit תבנית:יחידת סלע Infobox scientist תבנית:מדען Infobox settlement תבנית:עיר Infobox single תבנית:סינגל Infobox software תבנית:תוכנה Infobox song contest country תבנית:מדינה באירוויזיון Infobox spacecraft תבנית:רכב חלל Infobox sport governing body תבנית:פדרציית ספורט Infobox sports league תבנית:תחרות ספורט Infobox sportsperson תבנית:ספורטאי Infobox spring תבנית:מעיין Infobox street תבנית:רחוב Infobox students union תבנית:אגודת סטודנטים Infobox television תבנית:סדרת טלוויזיה Infobox television channel תבנית:ערוץ Infobox television episode תבנית:פרק טלוויזיה Infobox templates קטגוריה:תבניות פרמטריות Infobox tennis biography תבנית:טניסאי Infobox tennis cup team תבנית:נבחרת טניס Infobox university תבנית:מוסד אקדמי Infobox video game תבנית:מידע משחק Infobox war faction תבנית:ארגון פרה-מיליטרי Infobox waterfall תבנית:מפל מים Infobox weapon תבנית:טיל Infobox website תבנית:אתר אינטרנט Infobox writer תבנית:סופר InfoboxImage יחידה:InfoboxImage Infographic אינפוגרפיקה Infographics קטגוריה:אינפוגרפיקה Informal education חינוך בלתי פורמלי Information מידע Information קטגוריה:מידע Information תבנית:מידע Information Age עידן המידע Information Center for Israeli Art מרכז המידע לאמנות ישראלית Information Fuzzy Networks רשתות אינפו-עמומות Information Security Department מחלקת ביטחון מידע Information and communications technology טכנולוגיות מידע ותקשורת Information architecture ארכיטקטורת מידע Information asymmetry מידע א-סימטרי Information bias הטיית מידע Information centres קטגוריה:מרכזי מידע Information design עיצוב מידע Information ethics אתיקת מידע Information hiding כימוס Information overload היצף מידע Information processing עיבוד מידע Information processing theory גישת עיבוד המידע Information science מידענות Information scientist מידען Information security אבטחת מערכות מידע Information superhighway אוטוסטרדת המידע Information system מערכת מידע Information systems קטגוריה:מערכות מידע Information technology טכנולוגיית מידע Information technology פורטל:מדעי המחשב Information technology audit ביקורת מערכות מידע Information technology outsourcing מיקור חוץ של טכנולוגיות מידע Information theory קטגוריה:תורת האינפורמציה Information theory תורת האינפורמציה Information wants to be free מידע רוצה להיות חופשי Informed consent הסכמה מדעת Informer אינפורמנט Infosys אינפוסיס Infotainment חדשות-שעשועים Infra-red search and track IRST Infrared תת-אדום Infrared Data Association Infrared Data Association Infrared detector גלאי תת-אדום פסיבי Infraspinatus muscle השריר המך-קוצי Infrastructure תשתית Inga edulis שעועית הגלידה Ingalls Shipbuilding מספנת אינגלס Inge Dekker אינגה דקר Inge Deutschkron אינגה דויטשקרון Inge I of Norway מלך נורווגיה אינגה הראשון Inge II of Norway מלך נורווגיה אינגה השני Inge Lehmann אינגה להמן Inge de Bruijn אינגה דה ברוין Ingeborg Bachmann אינגבורג בכמן Ingelheim am Rhein אינגלהיים אם ריין Inger Nilsson אינגר נילסון Ingi Højsted אינגי הויסטד Ingibiorg Finnsdottir אינגיביורג פינסדוטר Ingibjörg Sólrún Gísladóttir אינגיביירג סולרון גיסלדוטיר Ingiloy people אינגילואים Inglourious Basterds ממזרים חסרי כבוד Ingmar Bergman אינגמר ברגמן Ingo Metzmacher אינגו מצמאכר Ingolstadt אינגולשטאט Ingress אינגרס Ingressive sound מנגנון וילוני מפונם Ingria אינגריה Ingrid Bergman אינגריד ברגמן Ingrid Daubechies אינגריד דובישי Ingrid Goude אינגריד גוד Ingrid Michaelson אינגריד מייקלסון Ingrid Oliver אינגריד אוליבר Ingrid Seynhaeve אינגריד סיינהייב Ingrid Vang Nyman אינגריד ואנג ניימן Ingroups and outgroups קבוצת פנים וקבוצת חוץ Ingrown nail ציפורן חודרנית Ingsoc משתמש:Ingsoc Ingund אינגונד Ingush language אינגושית Ingushetia אינגושטיה Ingushetia קטגוריה:אינגושטיה Ingvar Ambjørnsen אינגוור אמביורנסן Ingvar Carlsson ינגוואר קרלסון Ingvar Kamprad אינגוואר קמפראד Ingólfr Arnarson אינגולפר ארנארסון Inhalant שאיפת ממסים נדיפים Inhaler משאף Inharmonicity אינהרמוניות Inherit the Earth הר האושר Inherit the Wind משפט הקופים Inheritance הורשה Inheritance הירושה Inheritance ירושה Inheritance תבנית:הירושה Inheritance Cycle הירושה Inheritance tax מס ירושה Inhumans הבלתי אנושיים Inigo Jones איניגו ג'ונס Inigo Montoya איניגו מונטויה Inis Beag איניס ביג Init Init Initforthemoneycover.jpg קובץ:In It For The Money.jpg Initial and terminal objects אובייקט התחלתי ואובייקט סופי Initial public offering הנפקה ראשונה Initialization vector וקטור אתחול Initiation טקס חניכה Injection זריקה Injection moulding הזרקת פלסטיק Injective function פונקציה חד-חד-ערכית Injective module מודול אינג'קטיבי Injective object אובייקט אינג'קטיבי Injera אנג'רה Inji Aflatoun אינג'י אפלטון Injunction צו מניעה Injuries הרעלות ותוצאות של גורמים חיצוניים קטגוריה:פציעות Injuries of ankle and foot קטגוריה:פציעות קרסול וכף רגל Injuries of head קטגוריה:פציעות ראש Injuries of hip and thigh קטגוריה:פציעות מפרק ירך וירך Injuries of knee and lower leg קטגוריה:פציעות ברך ושוק Injuries of neck קטגוריה:פציעות צוואר Injuries of shoulder and upper arm קטגוריה:פציעות כתף וזרוע Injuries of wrist and hand קטגוריה:פציעות שורש כף יד וכף יד Injury טראומה גופנית Injury Severity Score דרגות פציעה Ink אינק Ink דיו Ink Flag דגל הדיו Inka Grings אינקה גרינגס Inkheart לב של דיו Inkjet printing מדפסת הזרקת דיו Inklings אינקלינגס Inklings קטגוריה:אינקלינגס Inkscape אינקסקייפ Inkspell כשף של דיו Inkwell קסת דיו Inland taipan טאיפן פנים-יבשתי Inlet cone כונס אוויר Inline hockey קטגוריה:הוקי רולר Inmarsat אינמרסט Inn אין Inn פונדק Inna אינה Inna Churikova אינה צ'וריקובה Inna Meiman-Kitrossky אינה מיימן קיטרוסקי Inna Yoffe אינה יופה Innamorati אינמורטי Inner German border הגבול בין שתי הגרמניות Inner London לונדון הפנימית Inner Mongolia מונגוליה הפנימית Inner Mongolia קטגוריה:מונגוליה הפנימית Inner Mongolia Xanadu זאנאדו Inner Secrets Inner Secrets Inner Temple אינר טמפל Inner core גלעין כדור הארץ Inner product space מרחב מכפלה פנימית Innerspace יום במלכודת Inno Nazionale della Repubblica המנון סן מרינו Inno Setup Inno Setup Innocence of Muslims תמימות המוסלמים Innocenti אינוצ'נטי Innokenty Smoktunovsky אינוקנטי סמוקטונובסקי Innovation חדשנות Inns of Chancery אכסניות האוצר Inns of Chancery קטגוריה:אכסניות האוצר Inns of Court אכסניות המשפט Innsbruck אינסברוק Innsbruck קטגוריה:אינסברוק Innsbruck-Land District מחוז אינסברוק Innuendo Innuendo Ino אינו Inon A משתמש:Inon Inon Barnatan ינון ברנתן Inon Zur ינון צור Inorganic chemistry כימיה אי-אורגנית Inorganic chemistry קטגוריה:כימיה אי-אורגנית Inorganic compound תרכובת אי-אורגנית Inorganic compounds קטגוריה:תרכובות אי-אורגניות Inosilicates קטגוריה:אינוסיליקטים Inositol trisphosphate אינוזיטול טריפוספט Inowłódz אינובלודז' Input קלט Input impedance עכבת כניסה Input method שיטת קלט Input offset voltage מתח היסט Input/output קטגוריה:קלט/פלט Inquietudeofcharacter/Brown University אוניברסיטת בראון Inquiry תחקיר ארגוני Inquisition אינקוויזיציה Inquisition האינקוויזיציה Inquisitorial system השיטה האינקוויזיטורית Insaniquarium אינסניקווריום Insanity שיגעון Insanity defense הגנת אי שפיות Inscribed circle מעגל חסום Inscriptiones Latinae Selectae כתובות נבחרות בלטינית Inscriptions קטגוריה:כתובות Inscriptions by languages קטגוריה:כתובות לפי שפה Insect חרקים Insectarium אינסקטריום Insectivore אוכלי חרקים Insects קטגוריה:חרקים Inselberg הר בדד Insemination הפריה מלאכותית Insert Knob A in Hole B הכנס זיז א' בחור ב' Insertion sort מיון הכנסה Inshi no heya אינשי נו היה Inshushinak אינשושינאק Inside Job Inside Job Inside Job עבודה מבפנים Inside Llewyn Davis בתוך לואין דיוויס Inside Man האיש שבפנים Inside Out הקול בראש Inside the Actors Studio סטודיו למשחק Inside the Third Reich בתוככי הרייך השלישי Inside the Whale בבטן הלוויתן Insideout אינסיידאוט Insider trading מידע פנים Insolvency חדלות פרעון Insolvency קטגוריה:דיני חדלות פרעון Insomnia נדודי שינה Insomniac Insomniac Insomnium אינסומניום Inspector Gadget חוש-חש הבלש Inspector Lestrade המפקח לסטרייד Inspector general קצין חיל ראשי Inspector-General of Intelligence and Security מפכ"ל המודיעין והביטחון Instagram אינסטגרם InstallCore InstallCore InstallJammer InstallJammer InstallShield InstallShield Installation התקנת תוכנה Installation art קטגוריה:מיצב Installation art works קטגוריה:מיצבים Installation software קטגוריה:תוכנות התקנה Instant Star פתאום כוכבת Instant coffee קפה נמס Instant hot water dispenser מיחם Instant messaging מסרים מידיים Instant messaging קטגוריה:מסרים מידיים Instant messaging תבנית:מסרים מידיים Instant messaging clients קטגוריה:תוכנות מסרים מידיים Instant replay הילוך חוזר Instant soup מרק להכנה מהירה Instinct אינסטינקט Institut Le Rosey לה רוזי Institut Ramon Llull מכון רמון ליול Institut d'Estudis Catalans המוסד ללימודים קטלאניים Institut de Droit International המוסד לחוק בינלאומי Institut de France המכון של צרפת Institut für Sexualwissenschaft המכון לסקסולוגיה Institut national de l'origine et de la qualité המכון הלאומי לכינויי מקור Institut national de la statistique et des études économiques INSEE Institute for Advanced Study המכון למחקר מתקדם Institute for Advanced Study faculty קטגוריה:סגל המכון למחקר מתקדם Institute for National Security Studies המכון למחקרי ביטחון לאומי Institute for Palestine Studies המכון ללימודים פלסטיניים בביירות Institute for Works of Religion המכון לעבודות דת Institute for Zionist Strategies המכון לאסטרטגיה ציונית Institute for the Works of Religion המכון לעבודות דת Institute of Certified Public Accountants in Israel לשכת רואי חשבון בישראל Institute of Electrical and Electronics Engineers Institute of Electrical and Electronics Engineers Institute of Noetic Sciences המכון למדעים נואטיים Institutional economics כלכלה מוסדית Institutionalisation מיסוד Instituto Butantan מכון בוטאנטאן Instruction cycle מחזור הבאה-ביצוע Instruction of Amenemope משלי אמנ-אמ-אפה Instruction set סט פקודות Instructions of Shuruppak הוראות שורופק Instructions per second MIPS Instrument flight rules כללי טיסת מכשירים Instrument landing system מערכת נחיתת מכשירים Instrumental קטע כלי Instrumental rock רוק אינסטרומנטלי Instrumental rock albums קטגוריה:אלבומי רוק אינסטרומנטלי Instrumental variable משתנה עזר Instrumentalism אינסטרומנטליזם Instrumentals קטגוריה:קטעים אינסטרומנטליים Insubordination סרבנות Insula אינסולה Insular area אזורים מבודדים Insular areas of the United States קטגוריה:ארצות הברית: טריטוריות Insular dwarfism ננסות איים Insulated-gate bipolar transistor טרנזיסטור IGBT Insulator בידוד חשמלי Insulin אינסולין Insulin pump משאבת אינסולין Insulin receptor קולטן לאינסולין Insulin therapies קטגוריה:טיפול בסוכרת Insulin-like growth factor פקטורי גדילה דמויי אינסולין Insulin-like growth factor 1 IGF-1 Insulin-like growth factor 2 IGF-2 Insulinoma אינסולינומה Insult עלבון Insurance ביטוח Insurance קטגוריה:ביטוח Insurance broker סוכן ביטוח Insurance companies קטגוריה:חברות ביטוח Insurance companies of Israel קטגוריה:חברות ביטוח ישראליות Insurance policy פוליסה Inta Omri אינתה עומרי Intabulation אינטבולציה Intaglio דפוס שקע Intake interview חוזה טיפולי Intarabus אינטאראבוס Integer מספר שלם Integer factorization פירוק לגורמים של מספר שלם Integer factorization algorithms קטגוריה:שיטות פירוק לגורמים Integer overflow גלישה נומרית Integer sequences קטגוריה:סדרות של שלמים Integral אינטגרל Integral domain תחום שלמות Integral equation משוואה אינטגרלית Integral membrane protein חלבון ממברנלי אינטגרלי Integral membrane proteins קטגוריה:חלבונים ממברנליים אינטגרליים Integral nationalism לאומיות אינטגרלית Integrated Services Digital Network ISDN Integrated circuit מעגל משולב Integrated circuits קטגוריה:מעגלים משולבים Integrated development environment סביבת פיתוח משולבת Integrated development environments קטגוריה:סביבת פיתוח משולבת Integration אינטגרציה Integration by parts אינטגרציה בחלקים Integration by substitution אינטגרציה באמצעות החלפת משתנים Integration testing בדיקות אינטגרציה Integrin אינטגרין Integrity עקביות Integumentary system מערכת הכסות Integumentary system קטגוריה:מערכת הכסות Intel אינטל Intel 4004 אינטל 4004 Intel 8008 אינטל 8008 Intel 80186 אינטל 80186 Intel 80386 אינטל 80386 Intel 8080 אינטל 8080 Intel 8086 אינטל 8086 Intel Atom Intel Atom Intel Core 2 Intel Core 2 Intel Corporation קטגוריה:אינטל Intel MCS-51 מיקרו-בקר 8051 Intel QuickPath Interconnect Intel QuickPath Interconnect Intel Security אינטל סקיוריטי Intel microprocessors קטגוריה:מעבדי אינטל Intel people קטגוריה:עובדי אינטל Intel processors תבנית:מעבדי אינטל Intellectual אינטלקטואל Intellectual disability מוגבלות שכלית התפתחותית Intellectual disability קטגוריה:לקות שכלית Intellectual giftedness מחוננות Intellectual property קניין רוחני Intellectual property law קטגוריה:קניין רוחני Intelligence אינטליגנציה Intelligence קטגוריה:אינטליגנציה Intelligence Bureau לשכת הביון של הודו Intelligence agencies קטגוריה:ארגוני ביון Intelligence agencies by country קטגוריה:מודיעין לפי מדינה Intelligence agency סוכנות ריגול Intelligence and Terrorism Information Center המרכז למורשת המודיעין#מרכז המידע למודיעין ולטרור Intelligence assessment הערכת מודיעין Intelligence of World War I קטגוריה:ביון במלחמת העולם הראשונה Intelligence officer קצין מודיעין Intelligence quotient מנת משכל Intelligence researchers קטגוריה:חוקרי אינטליגנציה Intelligent dance music IDM Intelligent design תכנון תבוני Intelligent transportation system מערכות תבוניות לתחבורה Intelsat 24 עמוס 1 Intense pulsed light הבזק אור Intensity עוצמה Intensive and extensive properties גדלים אקסטנסיביים ואינטנסיביים Intensive animal farming חקלאות תעשייתית Intensive care unit יחידה לטיפול נמרץ Intensive short-term dynamic psychotherapy פסיכותרפיה דינאמית קצרת טווח בשיטת חביב דבנלו Intentional communities קטגוריה:קהילות ייעוד Intentional community קהילה רצונית Intentionality התכוונות Inter Inter Inter Airlines אינטר איירליינס Inter Baku PIK אינטר באקו Inter City Football League ליגות כדורגל מוספות#ליגת הכדורגל הבין-עירונית Inter City Midweek Football League ליגות כדורגל מוספות#ליגת הכדורגל הבין-עירונית באמצע שבוע Inter Club d'Escaldes אתלטיק קלאב דה אסקודה Inter County Football League ליגות כדורגל מוספות#ליגת הכדורגל הבין-מחוזית Inter Milan אינטר מילאנו Inter Milan קטגוריה:אינטר מילאנו Inter Milan managers קטגוריה:מאמני אינטר מילאנו Inter Milan players קטגוריה:כדורגלני אינטר מילאנו Inter caetera אינטר קאטרה Inter-Cities Fairs Cup גביע ערי הירידים Inter-city rail רכבת בינעירונית Inter-process communication תקשורת בין תהליכים Inter-service awards and decorations of the United States military עיטורי הכוחות המזוינים של ארצות הברית InterContinental אינטרקונטיננטל InterContinental Carlton Cannes Hotel מלון קרלטון InterContinental Hotels Group קבוצת אינטרקונטיננטל Interaction אינטראקציה Interaction design עיצוב אינטראקטיבי Interactive children's book ספר אינטראקטיבי Interactive cinema קולנוע אינטראקטיבי Interactive proof system מערכת הוכחה אינטראקטיבית Interactive storytelling נרטיב אינטראקטיבי Interactive television טלוויזיה אינטראקטיבית Interactive video וידאו אינטראקטיבי Interactive voice response מענה קולי Interactive whiteboard לוח חכם Interactivity אינטראקטיביות Intercept theorem משפט תאלס Interception אינטרספשן Interceptor aircraft מטוס יירוט Interchange מחלף Intercom אינטרקום Intercontinental Champions' Supercup סופר קאפ האלופות הבין-יבשתי Intercontinental Cup הגביע הביניבשתי Intercontinental ballistic missile טיל בליסטי בין-יבשתי Intercontinental ballistic missiles קטגוריה:טילים בליסטיים בין-יבשתיים Intercostal arteries העורקים הבין-צלעיים Interdependence תלות הדדית Interdisciplinary Center Herzliya המרכז הבינתחומי הרצליה Interdisciplinary Center Herzliya קטגוריה:המרכז הבינתחומי הרצליה Interdisciplinary Center Herzliya faculty קטגוריה:סגל המרכז הבינתחומי הרצליה Interest עניין Interest ריבית Interest user templates קטגוריה:ויקיפדיה - משתמש - תחביבים Interesting number paradox פרדוקס המספרים המעניינים Interface ממשק Interfaith קטגוריה:קשרים בין דתיים Interfaith marriage נישואים בין-דתיים Interference התאבכות Interferometry אינטרפרומטריה Interferon אינטרפרון Interferon beta-1a אינטרפרון בטא 1a Interferon beta-1b אינטרפרון ביתא 1b Interflug אינטרפלוג Intergenerational equity צדק בין דורי Intergirl אינטרדבוצ'קה Intergovernmental Panel on Climate Change הפנל הבין-ממשלתי לשינוי האקלים Intergraph אינטרגרף Interior פנים Interior Gateway Routing Protocol Interior Gateway Routing Protocol Interior Ministers of Egypt קטגוריה:שרי הפנים של מצרים Interior design עיצוב פנים Interior design קטגוריה:עיצוב פנים Interior designers קטגוריה:מעצבי פנים Interior ministers of Germany קטגוריה:שרי הפנים הפדרלים של גרמניה Interior ministry משרד הפנים Interjection מילת קריאה Interkosmos אינטרקוסמוס Interlaken אינטרלאקן Interlanguage link תבנית:Ill Interlanguage link demo ויקיפדיה:איך לערוך דף Interlanguage links עזרה:בינוויקי Interleukin אינטרלוקין Interlibrary loan השאלה בין-ספרייתית Interlingua אינטרלינגואה Interlude אינטרלוד Intermediate filament סיבי ביניים Intermediate value theorem משפט ערך הביניים Intermediate-Range Nuclear Forces Treaty הסכם פירוק נשק גרעיני לטווח בינוני Intermediate-range ballistic missile טיל בליסטי לטווח בינוני Intermezzo אינטרמצו Intermission הפסקה Intermittent explosive disorder הפרעת התפרצות לסירוגין Intermodal container מכולה Intermodal containers קטגוריה:מכולות Internal Macedonian Revolutionary Organization הארגון המהפכני הפנים-מקדוני Internal Macedonian Revolutionary Organization – Democratic Party for Macedonian National Unity VMRO-DPMNE Internal Security Forces כוחות ביטחון הפנים של לבנון Internal Troops of Russia כוחות הפנים של משרד הפנים של רוסיה Internal affairs ministries קטגוריה:משרדי פנים Internal and external angles זווית חיצונית Internal audit ביקורת פנימית Internal auditor מבקר פנים Internal bleeding דימום פנימי Internal colonialism קולוניאליזם פנימי Internal combustion engine מנוע בעירה פנימית Internal combustion engine cooling מערכת קירור Internal communications תקשורת פנים-ארגונית Internal debt חוב פנימי Internal energy אנרגיה פנימית Internal iliac artery עורק הכסל הפנימי Internal link templates קטגוריה:תבניות קישורים פנימיים Internal medicine קטגוריה:רפואה פנימית Internal medicine רפואה פנימית Internal monologue דיבור פנימי Internal obturator muscle השריר הסותם הפנימי Internal rate of return שיעור תשואה פנימי Internalization הפנמה Internally displaced person עקורים International בינלאומי International Academy of Architecture האקדמיה הבינלאומית לאדריכלות International Agency for Research on Cancer הסוכנות הבינלאומית לחקר הסרטן International Air Transport Association יאט"א International Air Transport Association airport code יאט"א#קוד יאט"א International Animation Day יום ההנפשה הבינלאומי International Association for Cryptologic Research האגודה הבינלאומית למחקר קריפטוגרפי International Association of Athletics Federations התאחדות האתלטיקה הבינלאומית International Association of Fire Fighters האגודה הבינלאומית של לוחמי אש International Association of Genocide Scholars האיגוד הבינלאומי לחוקרי ג'נוסייד International Association of Geodesy האגודה הבינלאומית לגאודזיה International Association of Jewish Lawyers and Jurists הארגון הבינלאומי של עורכי דין ומשפטנים יהודים International Association of Universities ארגון האוניברסיטאות העולמי International Association of Volcanology and Chemistry of the Earth's Interior האגודה הבינלאומית לוולקנולוגיה ולכימיה של פנים כדור הארץ International Astronautical Federation הפדרציה הבינלאומית לאסטרונאוטיקה International Astronomical Union האיגוד האסטרונומי הבינלאומי International Atomic Energy Agency הסוכנות הבינלאומית לאנרגיה אטומית International Atomic Time הזמן האטומי הבינלאומי International Bank Account Number מספר זה"ב International Bartenders Association איגוד הברמנים הבינלאומי International Bible Contest חידון התנ"ך International Birdman בוגנור בירדמן International Black Sea University האוניברסיטה הבינלאומית של הים השחור International Brigades הבריגדות הבינלאומיות International Bureau of Weights and Measures הלשכה הבינלאומית למידות ולמשקלות International Campaign to Ban Landmines המאמץ העולמי לאיסור על השימוש במוקשים International Cartographic Association האגודה הכרטוגרפית הבינלאומית International Center for Agricultural Research in the Dry Areas המרכז הערבי לחקר אזורים צחיחים ואדמות יובש International Chamber of Commerce לשכת המסחר הבינלאומית International Christian Embassy Jerusalem השגרירות הנוצרית הבינלאומית ירושלים International Civil Aviation Organization הארגון הבינלאומי לתעופה אזרחית International Civil Aviation Organization airport code קוד ICAO International Committee of the Red Cross הוועד הבינלאומי של הצלב האדום International Conference to Review the Global Vision of the Holocaust ועידת השואה הבינלאומית באיראן International Congress of Mathematicians הקונגרס הבינלאומי של המתמטיקאים International Convention Center בנייני האומה International Convention for the Regulation of Whaling האמנה הבינלאומית להסדרת ציד הלווייתנאים International Council of Museums המועצה הבינלאומית למוזיאונים International Council on Archives המועצה הבינלאומית לארכיונאות International Council on Monuments and Sites הוועדה הבינלאומית למונומנטים ולאתרים International Court of Justice בית הדין הבינלאומי לצדק International Court of Justice judges קטגוריה:שופטי בית הדין הבינלאומי לצדק International Covenant on Civil and Political Rights האמנה הבינלאומית לזכויות אזרחיות ופוליטיות International Criminal Court בית הדין הפלילי הבינלאומי International Criminal Court קטגוריה:בית הדין הפלילי הבינלאומי International Criminal Tribunal for Rwanda בית הדין הפלילי הבינלאומי לרואנדה International Criminal Tribunal for the former Yugoslavia בית הדין הפלילי הבינלאומי ליוגוסלביה לשעבר International Culinary Center המכון הקולינרי הצרפתי International Data Encryption Algorithm IDEA International Date Line קו התאריך הבינלאומי International Day for the Elimination of Violence against Women יום המאבק הבינלאומי למניעת אלימות נגד נשים International Day for the Eradication of Poverty היום הבינלאומי למיגור העוני International Day in Support of Victims of Torture היום הבינלאומי לתמיכה בקורבנות עינויים International Day of Solidarity with the Palestinian People היום הבינלאומי לסולידריות עם העם הפלסטיני International Democratic Education Conference איידק International Diabetes Federation האגודה הבינלאומית לסוכרת International Documentary Film Festival Amsterdam פסטיבל אידפא International Electrotechnical Commission הנציבות הבין-לאומית לאלקטרוטכניקה International Energy Agency סוכנות האנרגיה הבינלאומית International Exposition התערוכה העולמית של פריז International Falcon Movement – Socialist Educational International תנועת הפאלקון International Federation for Equestrian Sports פדרציית הרכיבה הבינלאומית International Federation for Housing and Planning הפדרציה הבינלאומית לשיכון ותכנון אורבני International Federation of Associations of Anatomists הפדרציה הבינלאומית של ארגוני האנטומיסטים International Federation of BodyBuilding & Fitness הפדרציה הבינלאומית של פיתוח הגוף International Federation of Gymnastics התאחדות ההתעמלות הבינלאומית International Federation of Library Associations and Institutions הפדרציה הבינלאומית של ארגוני ספריות ומוסדות International Federation of Surveyors הפדרציה הבינלאומית של המודדים International Federation of Vexillological Associations ההתאחדות הבינלאומית של האגודות הווקסילולוגיות International Fellowship of Christians and Jews הקרן לידידות International Financial Reporting Standards תקן דיווח כספי בינלאומי International Football Association Board IFAB International Four Days Marches Nijmegen צעדת ארבעת הימים הבינלאומית בניימכן International Free Press Society אגודת העיתונות החופשית International Fund for Agricultural Development הקרן הבינלאומית לפיתוח חקלאי International Geographical Union האיגוד הבינלאומי לגאוגרפיה International Geophysical Year השנה הגאופיזית הבינלאומית International Holocaust Remembrance Day יום הזיכרון הבינלאומי לשואה International Humanist and Ethical Union האיגוד ההומניסטי והאתי הבינלאומי International Hydrographic Organization ארגון ההידרוגרפיה הבינלאומי International Hygiene Exhibition התערוכה הבינלאומית להיגיינה International Ice Hockey Federation פדרציית ההוקי קרח הבינלאומית International Institute for Counter-Terrorism המכון למדיניות נגד טרור International Jazz Day יום הג'אז הבינלאומי International Jewish Sports Hall of Fame יד לאיש הספורט היהודי International Judo Federation איגוד הג'ודו העולמי International Labour Organization ארגון העבודה הבינלאומי International Mango Festival פסטיבל המנגו הבינלאומי International Maritime Organization ארגון הימאות הבינלאומי International Mathematical Olympiad אולימפיאדת המתמטיקה הבינלאומית International Mathematical Union האיחוד המתמטי הבינלאומי International Medical Informatics Association ההתאחדות הבינלאומית לאינפורמטיקה רפואית International Meteor Organization ארגון המטאורים הבינלאומי International Military Tribunal for the Far East בית הדין הבינלאומי הצבאי למזרח הרחוק International Mineralogical Association האגודה הבינלאומית למינרלוגיה International Mobile Station Equipment Identity IMEI International Monetary Fund קטגוריה:קרן המטבע הבינלאומית International Monetary Fund קרן המטבע הבינלאומית International Monetary Fund logo.svg קובץ:Imf logo.png International Monetary Fund people קטגוריה:עובדי קרן המטבע הבינלאומית International Mother Language Day יום שפת האם הבינלאומי International Museum Day יום המוזיאונים הבינלאומי International New York Times International New York Times International Nuclear Event Scale הסולם הבינלאומי לאירוע אטומי ורדיולוגי International Olympic Committee הוועד האולימפי הבינלאומי International Opium Convention אמנת האופיום הבינלאומית International Organisation of Vine and Wine הארגון הבינלאומי של הגפן והיין International Organization for Migration ארגון ההגירה הבינלאומי International Organization for Standardization ארגון התקינה הבינלאומי International Organization for Standardization קטגוריה:ארגון התקינה הבינלאומי International Organization of Turkic Culture הארגון הבינלאומי לתרבות טורקית International Ornithological Congress קונגרס האורניתולוגיה הבינלאומי International Pageant of Pulchritude תחרות היופי הבינלאומית International Paralympic Committee הוועד הפאראלימפי הבינלאומי International Peace Bureau לשכת השלום הבינלאומית בשווייץ International Pharmaceutical Federation איגוד הרוקחות הבינלאומי International Phonetic Alphabet אלפבית פונטי בינלאומי International Physicians for the Prevention of Nuclear War האגודה הבינלאומית של רופאים למניעת מלחמה גרעינית International Physics Olympiad אולימפיאדת הפיזיקה הבינלאומית International Police Association ארגון השוטרים הבינלאומי International Red Cross and Red Crescent Movement הצלב האדום International Renewable Energy Agency הסוכנות הבינלאומית לאנרגיות מתחדשות International Rowing Federation פדרציית החתירה הבינלאומית International Sand Sculpture Festival הפסטיבל הבינלאומי לפיסול בחול International Security Assistance Force כוח הסיוע הביטחוני הבינלאומי International Six Days Enduro אנדורו ששת הימים הבינלאומי International Ski Federation הפדרציה הבינלאומית לסקי International Society for Contemporary Music האגודה הבינלאומית למוזיקה בת-זמננו International Society for Krishna Consciousness התנועה הבינלאומית למען תודעת קרישנה International Society for Photogrammetry and Remote Sensing ISPRS International Solidarity Movement תנועת הסולידריות הבינלאומית International Space Station קטגוריה:תחנת החלל הבינלאומית International Space Station תחנת החלל הבינלאומית International Space University אוניברסיטת החלל הבינלאומית International Spy Museum מוזיאון הריגול הבינלאומי International Standard Book Number מסת"ב International Standard Serial Number ISSN International Statistical Classification of Diseases and Related Health Problems ICD International Stress Prevention Center משאבים International Students' Day יום הסטודנטים הבינלאומי International Style הסגנון הבינלאומי International System of Units מערכת היחידות הבינלאומית International Talk Like a Pirate Day יום דבר כמו פיראט International Telecommunication Union איגוד הטלקומוניקציה הבינלאומי International Tennis Federation הפדרציה הבינלאומית לטניס International Tracing Service שירות האיתור הבינלאומי International Union for Conservation of Nature IUCN International Union of Architects איחוד האדריכלים הבינלאומי International Union of Crystallography האיגוד הבינלאומי לקריסטלוגרפיה International Union of Geodesy and Geophysics האיגוד הבינלאומי לגאודזיה וגאופיזיקה International Union of Radio Science האיגוד הבינלאומי למדעי הרדיו International Urban Design Conference הקונגרס הבינלאומי לעיצוב עירוני International Watch Company International Watch Company International Weightlifting Federation הפדרציה הבינלאומית להרמת משקולות International Women of Courage Award אות האומץ הנשי הבינלאומי International Women's Day יום האישה הבינלאומי International Workers' Day אחד במאי International Workingmen's Association האינטרנציונל הראשון International Year of Astronomy שנת האסטרונומיה הבינלאומית International Yoga Day יום היוגה הבינלאומי International arbitration בוררות בינלאומית International association football competitions by continent קטגוריה:תחרויות כדורגל לפי יבשת International association football competitions in Africa קטגוריה:תחרויות כדורגל באפריקה International association football competitions in Asia קטגוריה:תחרויות כדורגל באסיה International association football competitions in Europe קטגוריה:תחרויות כדורגל באירופה International association football competitions in South America קטגוריה:תחרויות כדורגל בדרום אמריקה International border crossings קטגוריה:מעברי גבול בינלאומיים International club association football competitions קטגוריה:תחרויות כדורגל בינלאומיות למועדונים International co-production קופרודוקציה International community הקהילה הבינלאומית International court and tribunal judges קטגוריה:שופטי בתי דין בינלאומיים International courts and tribunals קטגוריה:בתי דין בינלאומיים International date line in Judaism קו התאריך בהלכה International e-Sports Federation הפדרציה הבינלאומית לספורט אלקטרוני International financial institutions בנקים אזוריים לפיתוח International flags קטגוריה:דגלים בינלאומיים International human rights instruments אמנות בינלאומיות בנושאי זכויות אדם International humanitarian law המשפט ההומניטרי International law משפט בינלאומי פומבי International law קטגוריה:משפט בינלאומי International law scholars קטגוריה:חוקרי המשפט הבינלאומי International maritime signal flags דגלי הקוד הבינלאומי International military organizations קטגוריה:כוחות צבא בינלאומיים International newspapers קטגוריה:עיתונים בינלאומיים International organization ארגון בינלאומי International organizations קטגוריה:ארגונים בינלאומיים International relations יחסים בינלאומיים International relations קטגוריה:יחסים בינלאומיים International reply coupon שובר תשובה בינלאומי International research institutes קטגוריה:מכוני מחקר רב לאומיים International response to the Holocaust תגובת העולם לשואה International scientific organizations קטגוריה:מוסדות מדעיים בינלאומיים International sports competitions hosted by Belgium קטגוריה:תחרויות ספורט בבלגיה International straits קטגוריה:מצרי ים בינלאומיים International style architecture קטגוריה:הסגנון הבינלאומי International taxation קטגוריה:מיסוי בינלאומי International trade סחר בינלאומי International trade קטגוריה:סחר בינלאומי International volunteering תיירות התנדבותית International waters מים בינלאומיים International women's football תבנית:כדורגל בינלאומי לנשים Internationalism אינטרנציונליזם Internationalization and localization לוקליזציה Internet אינטרנט Internet ספר:אינטרנט Internet פורטל:אינטרנט Internet קטגוריה:אינטרנט Internet Archive ארכיון האינטרנט Internet Broadway Database Internet Broadway Database Internet Control Message Protocol Internet Control Message Protocol Internet Download Manager Internet Download Manager Internet Encyclopedia of Philosophy האנציקלופדיה האינטרנטית לפילוסופיה Internet Engineering Task Force Internet Engineering Task Force Internet Explorer אינטרנט אקספלורר Internet Explorer for Mac אינטרנט אקספלורר למקינטוש Internet Gold Golden Lines אינטרנט גולד - קווי זהב Internet Group Management Protocol Internet Group Management Protocol Internet Information Services Internet Information Services Internet Message Access Protocol Internet Message Access Protocol Internet Protocol Internet Protocol Internet Relay Chat Internet Relay Chat Internet Server Application Programming Interface Internet Server API Internet Society איגוד האינטרנט העולמי Internet activism קטגוריה:אקטיביזם מקוון Internet activists קטגוריה:פעילי אינטרנט Internet addiction disorder התמכרות לאינטרנט Internet advertising קטגוריה:פרסום באינטרנט Internet bot בוט Internet café אינטרנט קפה Internet censorship סינון תכנים באינטרנט Internet companies קטגוריה:חברות אינטרנט Internet culture קטגוריה:תרבות אינטרנט Internet encyclopedias קטגוריה:אנציקלופדיות אינטרנט Internet forum פורום Internet forum software קטגוריה:תוכנת פורומים Internet in Israel אינטרנט בישראל Internet in Israel קטגוריה:ישראל: אינטרנט Internet in Japan אינטרנט ביפן Internet layer שכבת הרשת של מודל TCP/IP Internet marketing קטגוריה:שיווק באינטרנט Internet marketing שיווק באינטרנט Internet meme תופעת אינטרנט Internet memes קטגוריה:תופעות אינטרנט Internet of things האינטרנט של הדברים Internet pioneers קטגוריה:חלוצי האינטרנט Internet privacy פרטיות באינטרנט Internet properties by year of establishment קטגוריה:אתרי אינטרנט לפי שנת השקה Internet properties established in 1990 קטגוריה:אתרי אינטרנט שהושקו ב-1990 Internet properties established in 1991 קטגוריה:אתרי אינטרנט שהושקו ב-1991 Internet properties established in 1993 קטגוריה:אתרי אינטרנט שהושקו ב-1993 Internet properties established in 1994 קטגוריה:אתרי אינטרנט שהושקו ב-1994 Internet properties established in 1995 קטגוריה:אתרי אינטרנט שהושקו ב-1995 Internet properties established in 1996 קטגוריה:אתרי אינטרנט שהושקו ב-1996 Internet properties established in 1997 קטגוריה:אתרי אינטרנט שהושקו ב-1997 Internet properties established in 1998 קטגוריה:אתרי אינטרנט שהושקו ב-1998 Internet properties established in 1999 קטגוריה:אתרי אינטרנט שהושקו ב-1999 Internet properties established in 2000 קטגוריה:אתרי אינטרנט שהושקו ב-2000 Internet properties established in 2001 קטגוריה:אתרי אינטרנט שהושקו ב-2001 Internet properties established in 2002 קטגוריה:אתרי אינטרנט שהושקו ב-2002 Internet properties established in 2003 קטגוריה:אתרי אינטרנט שהושקו ב-2003 Internet properties established in 2004 קטגוריה:אתרי אינטרנט שהושקו ב-2004 Internet properties established in 2005 קטגוריה:אתרי אינטרנט שהושקו ב-2005 Internet properties established in 2006 קטגוריה:אתרי אינטרנט שהושקו ב-2006 Internet properties established in 2007 קטגוריה:אתרי אינטרנט שהושקו ב-2007 Internet properties established in 2008 קטגוריה:אתרי אינטרנט שהושקו ב-2008 Internet properties established in 2009 קטגוריה:אתרי אינטרנט שהושקו ב-2009 Internet properties established in 2010 קטגוריה:אתרי אינטרנט שהושקו ב-2010 Internet properties established in 2011 קטגוריה:אתרי אינטרנט שהושקו ב-2011 Internet properties established in 2012 קטגוריה:אתרי אינטרנט שהושקו ב-2012 Internet properties established in 2013 קטגוריה:אתרי אינטרנט שהושקו ב-2013 Internet properties established in 2014 קטגוריה:אתרי אינטרנט שהושקו ב-2014 Internet protocol suite TCP/IP Internet protocols קטגוריה:פרוטוקולי אינטרנט Internet radio קטגוריה:רדיו אינטרנט Internet radio שידורי רדיו באינטרנט Internet relationship חברויות באינטרנט Internet research מחקר האינטרנט Internet safety קטגוריה:אינטרנט: בטיחות Internet search engines קטגוריה:מנועי חיפוש Internet service provider ספק שירותי אינטרנט Internet service providers קטגוריה:ספקי שירותי אינטרנט Internet slang סלנג באינטרנט Internet television שידורי טלוויזיה באינטרנט Internet troll טרול Internet2 אינטרנט2 Internetwork Packet Exchange IPX Internists קטגוריה:רופאים פנימיים Internment of Japanese Americans כליאת היפנים בארצות הברית Internship מתמחה Interoperability תפעוליות בינית Interossei השרירים הבין-גרמיים Interosseous recurrent artery העורק הבין-גרמי החוזר Interpersonal psychoanalysis פסיכואנליזה בין-אישית Interpersonal relationship ספר:קשרים בין אישיים Interpersonal relationship קשרים בין-אישיים Interplanetary medium תווך בין-פלנטרי Interplay Entertainment Interplay Interpleader טען ביניים Interpol אינטרפול Interpolation אינטרפולציה Interpolative decomposition פירוק אינטרפולטיבי Interpretation פרשנות Interpretations of quantum mechanics קטגוריה:פרשנויות של מכניקת הקוונטים Interpreter מפרש Interpreters קטגוריה:מתורגמנים Interquartile range טווח בין-רבעוני Interregnum אינטררגנום Interrex אינטררקס Interrobang אינטרובאנג Interrogation תשאול Interrogative word מילת שאלה Interrupt פסיקה Interrupt descriptor table טבלת פסיקות Interrupted Girl נערה בהפרעה Interrupted Streams זרמים קטועים Interscope Records אינטרסקופ רקורדס Intersection חיתוך Intersection צומת Intersectionality הצטלביות Intersex אינטרסקס Interstate 5 כביש בין-מדינתי 5 Interstate 64 כביש בין-מדינתי 64 Interstate Aviation Committee ועדת התעופה הבין-מדינתית Interstate Highway System מערכת הכבישים הבין-מדינתיים Interstate Highway System קטגוריה:מערכת הכבישים הבין-מדינתיים Interstella 5555: The 5tory of the 5ecret 5tar 5ystem אינטרסטלה 5555 Interstellar בין כוכבים Interstellar Overdrive Interstellar Overdrive Interstellar medium תווך בין-כוכבי Interstitial fluid נוזל בין-תאי Interstitial lung disease מחלות ריאה אינטרסטיציאליות Intersubjectivity הגישה האינטרסובייקטיבית Intertextuality אינטרטקסטואליות Intertropical Convergence Zone אזור ההתכנסות הבין-טרופי Interval מרווח Interval קטע Intervals קטגוריה:מרווחים Intervention התערבות Interventricular septum המחיצה הבין-חדרית Intervertebral disc דיסק בין-חולייתי Interview ראיון Interview with the Vampire ראיון עם הערפד Interwar period בין שתי מלחמות העולם Interwar period קטגוריה:בין שתי מלחמות העולם Interwiki linking עזרה:בינוויקי Interwikimedia links ויקיפדיה:קישורים למיזמי ויקימדיה Intestinal infectious diseases קטגוריה:מחלות זיהומיות של המעיים Intestinal parasite טפילי מעי Intestine מעיים Inti Raymi אינטי ריימי Intifada אינתיפאדה Intifada Solitaire אינתיפאדה סוליטר Intimate relationship זוגיות Intimate relationships קטגוריה:זוגיות Into Eternity Into Eternity Into the Badlands אל ארץ הבתרים Into the Eagle's Nest קן הנשרים Into the Gauntlet בלב הסכנה Into the Jaws of Death אל תוך מלתעות המוות Into the West Into the West Into the Wild עד קצה העולם Into the Woods אל תוך היער Intolerable Acts חוקי הכפייה Intolerable Cruelty אכזריות בלתי נסבלת Intolerance אי-סובלנות Intonation אינטונציה Intracoastal Waterway נתיב המים התוך-חופי Intracranial hemorrhage דימום תוך-גולגולתי Intracranial pressure לחץ תוך-גולגולתי Intramedullary rod מסמר תוך לשדי Intranet אינטראנט Intranet portal פורטל ארגוני Intransitive verb פועל עומד Intraocular pressure לחץ תוך-עיני Intraoperative radiation therapy רדיותרפיה במהלך ניתוח Intrauterine device התקן תוך-רחמי Intrauterine growth restriction פיגור גדילה תוך-רחמי Intravenous fluids קטגוריה:תמיסות איזוטוניות Intravenous therapy עירוי Intraventricular hemorrhage דימום מוחי תוך-חדרי Intrigue and Love מזימה ואהבה Intrinsic factor פקטור פנימי Introduce Yourself Introduce Yourself Introducing... The Beatles Introducing... The Beatles Introduction ויקיפדיה:ברוכים הבאים Introduction 2 ויקיפדיה:לימדו עוד על עריכה Introduction 3 ויקיפדיה:שוטטו בוויקיפדיה Introduction to Wikipedia ויקיפדיה:לימדו עוד על עריכה Introduction to systolic geometry גאומטריה סיסטולית Intron אינטרון Introspection אינטרוספקציה Intrusion prevention system IPS Intrusions קטגוריה:גופי חדירה פלוטוניים Intrusive rock מחדר פלוטוני Intrusive thought מחשבות פולשניות Intuition אינטואיציה Intuitionism אינטואיציוניזם Intussusception התפשלות מעיים Inuit אינואיטים Inuit קטגוריה:אינואיטים Inuit Ataqatigiit אינואיט אטקטיגיט Inuit cuisine קטגוריה:המטבח האינואיטי Inuit religion מיתולוגיה אינואיטית Inukai Tsuyoshi אינוקאי צויושי Inuksuk אינוקשוק Inuktitut אינוקטיטוט Inulin אינולין Inuyasha אינויאשה Invader Zim זים הפולש Invalidity of gentile courts ערכאות של גויים Invariant שמורה Invariant basis number חוג בעל מספר בסיס קבוע Invariant mass מסת מנוחה Invariant subspace תת-מרחב שמור Invasion פלישה Invasion literature ספרות פלישה Invasion of Buna–Gona הפלישה לבונה-גונה Invasion of Grenada מבצע זעם דחוף Invasion of Poland המערכה בפולין Invasion of Salamaua–Lae הפלישה ללאה-סלמאואה Invasion of Yugoslavia הפלישה ליוגוסלביה Invasion of the Body Snatchers פלישת חוטפי הגופות Invasion of Île Bonaparte כיבוש האי בונפרטה Invasive פולשני Invasive animal species קטגוריה:בעלי חיים פולשים Invasive plant species קטגוריה:צמחים פולשים Invasive species מין פולש Invasive species קטגוריה:מינים פולשים Invention אינוונציה Invention המצאה Inventions by country קטגוריה:המצאות לפי מדינה Inventors קטגוריה:ממציאים Inventory מלאי Inventory קטגוריה:ניהול מלאי Inveraray אינוורארי Invercargill אינברקרגיל Inverness אינוורנס Inverse הופכי Inverse element איבר הופכי Inverse function פונקציה הפיכה Inverse function theorem משפט הפונקציה ההפוכה Inverse gambler's fallacy כשל המהמר ההפוך Inverse trigonometric functions הפונקציות הטריגונומטריות ההפוכות Inversion אינוורסיה Inversion of control Inversion of control Invertase אינוורטאז Invertebrate חסרי חוליות Invertebrates קטגוריה:חסרי חוליות Inverted Jenny ג'ני ההפוכה Inverted Swan ברבור הפוך Inverted minors Inverted minors Inverted nun נו"ן הפוכה Inverted pyramid פירמידה הפוכה Inverted question and exclamation marks סימן הפוך Invertible matrix מטריצה הפיכה Invertible sheaf אלומה הפיכה Investigation חקירה Investigation Held by ZnaToKi החקירה מנוהלת על ידי ידענים Investigative Committee of Russia ועדת החקירות של רוסיה Investigative journalism תחקיר עיתונאי Investigative journalists קטגוריה:עיתונאים חוקרים Investiture אינווסטיטורה Investiture Controversy מאבק האינווסטיטורה Investment השקעה Investment banking בנק השקעות Investment banks קטגוריה:בנקי השקעות Investment broker בית השקעות Investment companies קטגוריה:בתי השקעות Investment companies of Israel קטגוריה:חברות החזקות ישראליות Investment fund קרן נאמנות Investor relations קשרי משקיעים Invicta Ground אינוויקטה גראונד Invictus Games משחקי אינוויקטוס Invincible Invincible Invincible ignorance fallacy בורות בלתי-מנוצחת Invincible-class aircraft carrier נושאות המטוסים מסדרת אינווינסיבל Invisibility אי-נראות Invisible לא רואים עליך Invisible Cities הערים הסמויות מעין Invisible Man האדם הבלתי נראה Invisible Pink Unicorn החד-קרן הוורודה הבלתי נראית Invisible Sister שקוף שזאת אחותי Invisible Touch Invisible Touch Invisible Woman האישה הבלתי-נראית Invisible disability נכות לא נראית Invisible hand היד הנעלמה Invisible ink דיו סתרים Invisible rail רלית וואלאס Invision Power Board Invision Power Board Invoice חשבונית Involuntary commitment אשפוז כפוי Involuntary park פארק לא מתוכנן Involution אינוולוציה Inwood Hill Park פארק גבעת אינווד Inyan Shel Zman ענין של זמן Inyo National Forest היער הלאומי איניו Inès de La Fressange אינס דה לה פרסאנז' Inés de Bobadilla אינס דה בובדייה Io איו Ioan Alexandru יואן אלכסנדרו Ioan Culcer יואן קולצ'ר Ioan Flueraş יון פלוייראש Ioan Flueraș יון פלוייראש Ioan Gruffudd יואן גרופוד Ioan Holender יואן הולנדר Ioan Slavici יואן סלאביץ' Ioan Teodor Callimachi יואן תאודור קאלימאקי Ioanid Gang כנופיית יואניד Ioannina יואנינה Ioannis Amanatidis יאניס אמאנאטידיס Ioannis Bourousis יואניס בורוסיס Ioannis Kapodistrias יואניס קפודיסטריאס Ioannis Kasoulidis יואניס קסולידס Ioannis Kolettis יואניס קולטיס Ioannis Metaxas יואניס מטאקסס Ioannis Okkas יואניס אוקאס Iocaste איוקסטה Iodine יוד Iodometry יודומטריה Iolanda Balaş יולנדה באלאש Iolanda Balaș יולנדה באלאש Ion איון Ion יון Ion Agârbiceanu יון אגרביצ'אנו Ion Andoni Goikoetxea יון אנדוני גויקוצ'אה Ion Andreescu יון אנדרייסקו Ion Ansotegi יון אנסוטגי Ion Antonescu יון אנטונסקו Ion Barbu יון בארבו Ion Brătianu יון ברטיאנו Ion C. Brătianu יון Ion Creangă יון קריאנגה Ion Creature.jpg קובץ:Ion Creature.jpg Ion Călugăru יון קלוגרו Ion Dragalina יואן דרגלינה Ion Duca יון דוקה Ion Emanuel Florescu יון אמנואיל פלורסקו Ion Gheorghe Maurer יון גאורגה מאורר Ion Ghica יון גיקה Ion Gigurtu יון ג'יגורטו Ion Gudju יון גודזו Ion Heliade Rădulescu יון הליאדה רדולסקו Ion Iliescu יון איליאסקו Ion Inculeț יון אינקולץ Ion Ivanovici יוסיף איוונוביץ' Ion Lazarevich Degen יון דגן Ion Luca Caragiale יון לוקה קאראג'אלה Ion Mihai Pacepa יון מיחאי פצ'פה Ion Mincu University of Architecture and Urbanism אוניברסיטת יון מינקו לאדריכלות ואורבניזם Ion Moța יון מוצה Ion Negulici יון נגוליץ' Ion channel תעלת יונים Ion exchange חילוף יונים Ion semiconductor sequencing ריצוף בשיטת Ion Ion thruster מנוע יונים Ion trap מלכודת יונים Ion Țiriac יון ציריאק Iona Brown איונה בראון Iona Yakir יונה יקיר Ionel Fernic יונל פרניק Ionescu יונסקו Ionia איוניה Ionian Islands האיים היוניים Ionian Islands קטגוריה:האיים היוניים Ionian Revolt המרד האיוני Ionian Sea הים היוני Ionian Sea קטגוריה:הים היוני Ionians איונים Ionic Greek יוונית איונית Ionic bonding קשר יוני Ionic compound סריג יוני Ionic order הסדר האיוני Ionization יינון Ionizing radiation קרינה מייננת Ionosphere יונוספירה Ions קטגוריה:יונים IonutC/Sandbox הדלתה של הדנובה Iorgu Iordan יורגו יורדאן Iorsh משתמש:Iorsh Ios איוס Ioseb Bardanashvili יוסף ברדנשווילי Iosefin Synagogue בית הכנסת יוספין Iosif Chișinevschi יוסיף קישינבסקי Iosif Gurko יוסיף גורקו Iosif Iser יוסיף איסר Iosif Shklovsky יוסף שקלובסקי Iota יוטא Iota subscript יוטא סובסקריפטום Iovantucarus איוואנטוקארוס Iowa Iowa Iowa איווה Iowa קטגוריה:איווה Iowa תבנית:איווה Iowa Cedar Rapids סידר רפידס Iowa Davenport דבנפורט Iowa Des Moines דה מוין Iowa Energy איווה אנרג'י Iowa Iowa City איווה סיטי Iowa Sioux City סו סיטי Iowa State Cyclones men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של איווה Iowa State University faculty קטגוריה:סגל אוניברסיטת איווה Iowa Waterloo ווטרלו Iowa caucuses אסיפות הבחירה באיווה Iowa-class battleship אוניות המערכה מסדרת איווה Ipanema איפנמה Ipatievsky Monastery מנזר איפאטייב Iphigenia איפיגניה Iphigenia in Aulis איפיגניה באאוליס Iphigenia in Tauris איפיגניה בטאוריס Ipoh איפוה Ipomoea לפופית Ipratropium bromide איפראטרופיום Ipse dixit Ipse dixit Ipswich איפסוויץ' Ipswich Town F.C. איפסוויץ' טאון Ipswich Town F.C. players קטגוריה:כדורגלני איפסוויץ' טאון Ipuwer Papyrus פפירוס איפוור Iqaluit איקאלואיט Iqrit איקרית Iqta' אקטאע Iquique איקיקה Iquitos איקיטוס Ir Amim עיר עמים Ir David Foundation עמותת אלע"ד Ir Ganim עיר גנים Ir Ovot עיר אובות Ir nidachat עיר הנידחת Ir.D.F. Woudagemaal תחנת השאיבה פ. ואודה Ira Aldridge איירה אולדרידג' Ira Gershwin איירה גרשווין Ira Gitler איירה גיטלר Ira Levin איירה לוין Ira Losco אירה לוסקו Ira Newble איירה ניובל Ira Rennert איירה רנרט Irakli Alasania איראקלי אלאסניה Irakli Geperidze איראקלי גפרידזה Irakli Labadze איראקלי לאבדזה Irakli Okruashvili איראקלי אוכרואשווילי Iraklis Thessaloniki B.C. players קטגוריה:כדורסלני הירקליס סלוניקי Iraklis Thessaloniki F.C. players קטגוריה:כדורגלני אירקליס סלוניקי Iran איראן Iran פורטל:איראן Iran קטגוריה:איראן Iran Abadan אבאדאן Iran Air איראן אייר Iran Air Flight 277 טיסה 277 של איראן אייר Iran Air Flight 655 טיסה 655 של איראן אייר Iran Arak אראק Iran Aviation Industries Organization ארגון התעשיות האוויריות של איראן Iran Bam בם Iran Jolfa ג'ולפה Iran Semnan סמנאן Iran Zanjan זנג'אן Iran at the Olympics איראן במשחקים האולימפיים Iran at the Paralympics איראן במשחקים הפאראלימפיים Iran crisis of 1946 משבר איראן Iran hostage crisis משבר בני הערובה באיראן Iran national basketball team נבחרת איראן בכדורסל Iran national football team נבחרת איראן בכדורגל Iran national football team managers קטגוריה:מאמני נבחרת איראן בכדורגל Iran national football team navigational boxes קטגוריה:סגלי נבחרת איראן בכדורגל Iran nuclear deal framework הסכמות לוזאן על תוכנית הגרעין האיראנית Iran squad 2006 FIFA World Cup תבנית:נבחרת איראן במונדיאל 2006 Iran squad 2014 FIFA World Cup תבנית:נבחרת איראן במונדיאל 2014 Iran stubs קטגוריה:קצרמר איראן Iran templates קטגוריה:תבניות ניווט - איראן Iranian Embassy siege המתקפה על שגרירות איראן בלונדון Iranian Georgians גאורגים באיראן Iranian Green Movement התנועה הירוקה באיראן Iranian Intermezzo האינטרמצו האיראני Iranian Jews קטגוריה:יהודים איראנים ופרסים Iranian Revolution המהפכה האיראנית Iranian Space Agency סוכנות החלל האיראנית Iranian Students News Agency ISNA Iranian actors קטגוריה:שחקני קולנוע וטלוויזיה איראנים Iranian architecture אדריכלות איראנית Iranian calendars הלוח הפרסי Iranian clerics קטגוריה:אנשי דת איראנים Iranian cuisine המטבח הפרסי Iranian cuisine קטגוריה:המטבח הפרסי Iranian culture קטגוריה:איראן: תרבות Iranian directors קטגוריה:במאים איראנים Iranian engineers קטגוריה:מהנדסים איראנים Iranian fighter aircraft קטגוריה:מטוסי קרב מתוצרת איראן Iranian film directors קטגוריה:במאי קולנוע איראנים Iranian films קטגוריה:סרטים איראניים Iranian footballers קטגוריה:כדורגלנים איראנים Iranian journalists קטגוריה:עיתונאים איראנים Iranian languages קטגוריה:שפות איראניות Iranian languages שפות איראניות Iranian law קטגוריה:איראן: חוק ומשפט Iranian literature קטגוריה:ספרות איראנית Iranian mathematicians קטגוריה:מתמטיקאים איראנים Iranian military aircraft קטגוריה:איראן: תעופה צבאית Iranian military personnel קטגוריה:אנשי צבא איראנים Iranian musicians קטגוריה:מוזיקאים איראנים Iranian people קטגוריה:איראנים Iranian people by occupation קטגוריה:איראנים לפי מקצוע Iranian peoples קטגוריה:עמים איראנים Iranian physicists קטגוריה:פיזיקאים איראנים Iranian poets קטגוריה:משוררים איראנים Iranian politicians קטגוריה:פוליטיקאים איראנים Iranian provincial capitals קטגוריה:איראן: ערי בירה מחוזיות Iranian rabbis קטגוריה:רבנים פרסיים Iranian rial ריאל איראני Iranian scientists קטגוריה:מדענים פרסים Iranian screenwriters קטגוריה:תסריטאי קולנוע איראנים Iranian singers קטגוריה:זמרים איראנים Iranian sportspeople קטגוריה:ספורטאים איראנים Iranian toman טומאן Iranian writers קטגוריה:סופרים איראנים Iranica תבנית:אנצ אירניקה Irano-Turanian Region האזור האירנו-טורני Iranologists קטגוריה:איראנולוגים Iran–Contra affair פרשת איראן-קונטראס Iran–Iraq War מלחמת איראן-עיראק Iran–Israel relations יחסי איראן-ישראל Iran–Israel relations קטגוריה:יחסי איראן-ישראל Iran–Japan relations יחסי איראן-יפן Iran–Mexico relations יחסי איראן-מקסיקו Iran–Saudi Arabia relations יחסי איראן-ערב הסעודית Iran–Syria relations יחסי איראן-סוריה Iran–United States relations יחסי איראן-ארצות הברית Iraq עיראק Iraq קטגוריה:עיראק Iraq Al-Amir עיראק אל-אמיר Iraq Baiji באיג'י Iraq Levies המגויסים האשורים Iraq National Library and Archive הספרייה הלאומית והארכיון הלאומי של עיראק Iraq Petroleum Company חברת הנפט העיראקית Iraq Suwaydan עיראק סווידאן Iraq War מלחמת עיראק Iraq War קטגוריה:מלחמת עיראק Iraq War films קטגוריה:סרטי מלחמת עיראק Iraq Wasit אל-ואסט Iraq al-Manshiyya עיראק אל-מנשייה Iraq at the Olympics עיראק במשחקים האולימפיים Iraq at the Paralympics עיראק במשחקים הפאראלימפיים Iraq in World War II קטגוריה:עיראק במלחמת העולם השנייה Iraq location map templates קטגוריה:תבניות מיפוי לפי מדינות: עיראק Iraq national basketball team נבחרת עיראק בכדורסל Iraq national football team נבחרת עיראק בכדורגל Iraq national football team managers קטגוריה:מאמני נבחרת עיראק בכדורגל Iraq templates קטגוריה:תבניות ניווט - עיראק Iraqforce כוח עיראק Iraqi Air Force חיל האוויר העיראקי Iraqi Airways עיראקי איירווייז Iraqi Airways Flight 163 טיסה 163 של עיראקי איירווייז Iraqi Army הכוחות המזוינים של עיראק Iraqi Army ranks insignia דרגות הצבא העיראקי Iraqi Christians קטגוריה:נוצרים עיראקים Iraqi Jewish Archive הארכיון של יהודי עיראק Iraqi Jews קטגוריה:יהודים עיראקים Iraqi Kurdistan כורדיסטן העיראקית Iraqi Kurdistan קטגוריה:כורדיסטן העיראקית Iraqi Swiss dinar דינר שווייצרי Iraqi archaeologists קטגוריה:ארכאולוגים עיראקים Iraqi architects קטגוריה:אדריכלים עיראקים Iraqi clergy קטגוריה:אנשי דת עיראקים Iraqi cuisine קטגוריה:המטבח העיראקי Iraqi culture קטגוריה:עיראק: תרבות Iraqi dinar דינר עיראקי Iraqi insurgency מלחמת האזרחים השנייה בעיראק Iraqi musicians קטגוריה:מוזיקאים עיראקים Iraqi people קטגוריה:עיראקים Iraqi politicians קטגוריה:פוליטיקאים עיראקים Iraqi rabbis קטגוריה:רבנים עיראקים Iraqi security forces הכוחות המזוינים של עיראק Iraqi singers קטגוריה:זמרים עיראקים Iraq–Israel relations יחסי ישראל-עיראק Iraq–Israel relations קטגוריה:יחסי ישראל-עיראק Iraq–Sweden relations קטגוריה:יחסי עיראק-שוודיה Irbid אירביד Irbid Governorate אירביד Ireas משתמש:Ireas Ireen Wüst איירין ווסט Ireland אירלנד Ireland פורטל:אירלנד Ireland קטגוריה:אירלנד: ארגונים Ireland and World War I אירלנד במלחמת העולם הראשונה Ireland at the Olympics אירלנד במשחקים האולימפיים Ireland in World War I קטגוריה:אירלנד במלחמת העולם הראשונה Ireland in the Eurovision Song Contest אירלנד באירוויזיון Ireland national basketball team נבחרת אירלנד בכדורסל Ireland national football team נבחרת אירלנד המאוחדת בכדורגל Ireland templates קטגוריה:תבניות ניווט - אירלנד Ireland's Call קריאתה של אירלנד Ireland–Israel relations יחסי אירלנד-ישראל Irena Adamowicz אירנה אדמוביץ' Irena Klepfisz אירנה קלפפיש Irena Sendler אירנה סנדלר Irena Szewińska אירנה שווינסקה Irenaeus אירנאוס Irene אירנה Irene Adler איירין אדלר Irene Cara איירין קארה Irene Gut Opdyke אירנה גוט אופדייק Irene Rosenfeld איירין רוזנפלד Irene Sáez אירנה סאס Irene of Athens אירנה האתונאית IrfanView IrfanView Irgun ארגון צבאי לאומי Irgun קטגוריה:אצ"ל Irgun and Lehi internment in Africa גולי אצ"ל ולח"י Irgun members קטגוריה:לוחמי האצ"ל Iridaceae אירוסיים Iridaceae קטגוריה:אירוסיים Iridescent toothcarp נאווית כחולה Iridium אירידיום Iridium Communications אירידיום Iridology אירידיולוגיה Irina Arkhipova אירינה ארכיפובה Irina Bokova אירינה בוקובה Irina Davydova אירינה דוידובה Irina Dunn אירינה דאן Irina Krush אירינה קראש Irina Lenskiy אירנה לנסקי Irina Levitina אירינה לויטינה Irina Muravyova אירינה מורביובה Irina Press אירינה פרס Irina Privalova אירינה פריבלובה Irina Risenzon אירה ריסנזון Irina Rodnina אירינה רודנינה Irina Shayk אירינה שייק Iris Iris Iris אייריס וג'ון Iris אירוס Iris איריס Iris קשתית Iris Chang איריס צ'אנג Iris Murdoch אייריס מרדוק Iris atrofusca אירוס שחום Iris atropurpurea אירוס הארגמן Iris germanica אירוס גרמני Iris histrio אירוס הלבנון Iris japonica אירוס יפני Iris mesopotamica אירוס ארם נהריים Iris palaestina אירוס ארצישראלי Iris pseudacorus אירוס ענף Iris recognition זיהוי קשתית Iris regis-uzziae אירוס טוביה Iris vartanii אירוס הסרגל Iris xiphium אירוס הולנדי Irish Car Bomb אייריש קאר בומב Irish Civil War קטגוריה:מלחמת האזרחים האירית Irish Eurovision Song Contest entrants קטגוריה:נציגי אירלנד באירוויזיון Irish Free State מדינת אירלנד החופשית Irish Guards המשמר האירי Irish Hunger Memorial אנדרטת הרעב האירי Irish Jews קטגוריה:יהודים אירים Irish Mist אייריש מיסט Irish Nobel laureates קטגוריה:זוכי פרס נובל אירים Irish Rebellion of 1798 המרד האירי של 1798 Irish Republican Army הצבא האירי הרפובליקני Irish Republican Army קטגוריה:הצבא האירי הרפובליקני Irish Sea הים האירי Irish Setter סטר אירי Irish Terrier טרייר אירי Irish Travellers נוודים אירים Irish Wolfhound וולפהאונד אירי Irish actors קטגוריה:שחקני קולנוע וטלוויזיה אירים Irish astronomers קטגוריה:אסטרונומים אירים Irish athletes קטגוריה:אתלטים אירים Irish autobiographers קטגוריה:כותבי אוטוביוגרפיה אירים Irish chess players קטגוריה:שחמטאים אירים Irish children's writers קטגוריה:סופרי ילדים ונוער אירים Irish clergy קטגוריה:אנשי דת אירים Irish coffee אייריש קופי Irish cream אייריש קרים Irish cuisine המטבח האירי Irish cuisine קטגוריה:המטבח האירי Irish culture קטגוריה:אירלנד: תרבות Irish dance קטגוריה:ריקוד אירי Irish dramatists and playwrights קטגוריה:מחזאים אירים Irish elk אייל אירי Irish female singers קטגוריה:זמרות איריות Irish films קטגוריה:סרטים איריים Irish flute חליל אירי Irish footballers קטגוריה:כדורגלנים אירים Irish kings קטגוריה:מלכי אירלנד Irish language אירית Irish literature קטגוריה:ספרות אירית Irish mathematicians קטגוריה:מתמטיקאים אירים Irish music קטגוריה:מוזיקה אירית Irish musical groups קטגוריה:להקות איריות Irish musicians קטגוריה:מוזיקאים אירים Irish neutrality הנייטרליות האירית Irish people קטגוריה:אירים Irish people by occupation קטגוריה:אירים לפי מקצוע Irish people with disabilities קטגוריה:נכות: אירים Irish philosophers קטגוריה:פילוסופים אירים Irish plays קטגוריה:מחזות אירים Irish poets קטגוריה:משוררים אירים Irish politicians קטגוריה:פוליטיקאים אירים Irish pop singers קטגוריה:זמרי פופ אירים Irish rabbis קטגוריה:רבנים אירים Irish rock music groups קטגוריה:להקות רוק איריות Irish scientists קטגוריה:מדענים אירים Irish singers קטגוריה:זמרים אירים Irish sportspeople קטגוריה:ספורטאים אירים Irish stage actors קטגוריה:שחקני תיאטרון אירים Irish stew נזיד בשר אירי Irish television series קטגוריה:סדרות טלוויזיה איריות Irish whiskey קטגוריה:ויסקי אירי Irish writers קטגוריה:סופרים אירים IrishDragon/Sandbox/Tennis טניס Irit Dinur אירית דינור Irit Linur עירית לינור Iriver Iriver Irkabtum אירקטבום Irkut MC-21 MS-21 Irkutsk אירקוטסק Irkutsk Oblast אירקוטסק Irma Grese אירמה גרזה Irma La Douce אירמה לה דוס Irma Lindheim אירמה לינדהיים Irma Rombauer אירמה רומבאואר Irmfried Eberl אירמפריד אברל Irmgard Seefried אירמגרד זיפריד Irob people אירובים Iron Iron Iron ברזל Iron עירון Iron Age קטגוריה:תקופת הברזל Iron Age תקופת הברזל Iron Beam קרן ברזל Iron Butterfly איירון באטרפליי Iron Cross צלב הברזל Iron Curtain מסך הברזל Iron Dome כיפת ברזל Iron Fist איירון פיסט Iron Fist חץ דורבן Iron Gates שערי הברזל Iron Guard התנועה הלגיונרית Iron Guard קטגוריה:התנועה הלגיונרית Iron Guard death squads ניקדור Iron John הנס ברזל Iron Lad איירון לאד Iron Maiden Iron Maiden Iron Maiden איירון מיידן Iron Maiden קטגוריה:איירון מיידן Iron Maiden תבנית:איירון מיידן Iron Maiden - A Matter Of Life And Death.jpg קובץ:A Matter of life and death.jpg Iron Maiden - Fear Of The Dark.jpg קובץ:Iron Maiden - Fear Of The Dark.jpg Iron Maiden - Powerslave.jpg קובץ:Iron Maiden - Powerslave.jpg Iron Maiden - Seventh Son Of A Seventh Son.jpg קובץ:Iron Maiden - Seventh Son Of A Seventh Son.jpg Iron Maiden - Somewhere in Time.jpg קובץ:Iron Maiden - Somewhere in Time.jpg Iron Maiden Killers.jpg קובץ:Iron Maiden Killers.jpg Iron Maiden albums קטגוריה:אלבומי איירון מיידן Iron Man Iron Man Iron Man איירון מן Iron Man קטגוריה:איירון מן Iron Man 2 איירון מן 2 Iron Man 3 איירון מן 3 Iron Man bleeding edge.jpg קובץ:Iron Man Bleeding Edge Armor.jpg Iron Monger איירון מונגר Iron Ore Company of Canada מכרות הברזל של קנדה Iron Patriot איירון פטריוט Iron Wall על קיר הברזל Iron cage כלוב הברזל Iron gall ink דיו סת"ם Iron harvest קציר ברזל Iron law of oligarchy כלל הברזל של האוליגרכיה Iron lung ריאת ברזל Iron maiden בתולת הברזל Iron minerals קטגוריה:מינרלי ברזל Iron ore עפרת ברזל Iron overload המוכרומטוזיס Iron oxide תחמוצת ברזל Iron sights כוונת ברזל Iron-deficiency anemia אנמיה מחוסר ברזל Iron: Man איש: ברזל IronDuck721/sandbox יום מרטין לותר קינג IronMaidenNoPrayerForTheDying.jpg קובץ:IronMaidenNoPrayerForTheDying.jpg IronPython IronPython Ironbridge Gorge עמק איירונברידג' Ironclad warship אונייה מחופת שריון Ironi Ashkelon אליצור אשקלון Ironi Ashkelon players קטגוריה:כדורסלני עירוני אשקלון Ironi Nahariya עירוני נהריה Ironi Nahariya players קטגוריה:כדורסלני עירוני נהריה Ironi Nes Ziona B.C. עירוני נס ציונה Ironi Nesher F.C. עירוני נשר Ironi Nesher F.C. players קטגוריה:כדורגלני עירוני נשר Ironi Nir Ramat HaSharon F.C. players קטגוריה:כדורגלני הפועל רמת השרון Ironi Ramat Gan עירוני רמת גן Ironi Ramat Gan players קטגוריה:כדורסלני עירוני רמת גן Ironi Tiberias F.C. עירוני טבריה Ironi Tiberias F.C. players קטגוריה:כדורגלני עירוני טבריה Ironic Ironic Ironman Pro Invitational איש הברזל Ironman Triathlon טריאתלון איש הברזל Irony אירוניה Irony punctuation סימן אירוניה Iron–nickel alloy ניפה Iroquois אירוקווי Iroquois Theatre fire השריפה בתיאטרון אירוקווי Irrational Man איש ללא היגיון Irrational number מספר אי-רציונלי Irrational numbers תבנית:מספרים אי-רציונליים Irrawaddy dolphin דולפין אירוואדי Irredentism אירידנטה Irredentism קטגוריה:אירדנטיות Irreducible polynomial פולינום אי פריק Irregular chess opening פתיחה נדירה Irregular galaxy גלקסיה לא-סדורה Irregular military קטגוריה:צבאות לא סדירים Irregular military in Lebanon קטגוריה:לבנון: מיליציות Irreligion חוסר דת Irreligion תבנית:חוסר דת Irreplaceable Irreplaceable Irreversible electroporation אלקטרופורציה בלתי הפיכה Irreversible ver2.jpg קובץ:Irreversible.jpg Irrfan Khan אירפאן קאן Irridu אירידו Irrigation השקיה Irrigation קטגוריה:השקיה Irrigation sprinkler ממטרה Irritable bowel syndrome תסמונת המעי הרגיז Irréversible בלתי הפיך Irshad Manji אירשאד מנג'י Irshava אירשבה Irtysh River אירטיש Irukandji jellyfish מדוזת אירוקנג'י Irvin Kershner ארווין קרשנר Irvin McDowell אירווין מקדואל Irvin Yalom ארווין יאלום Irvine University of California אוניברסיטת קליפורניה באירוויין Irvine Welsh אירווין ולש Irvine faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה באירוויין Irving אירווינג Irving Abella אירווינג אבלה Irving Baxter אירווינג בקסטר Irving Berlin אירווינג ברלין Irving Fisher אירווינג פישר Irving Kristol אירווינג קריסטול Irving Langmuir אירווינג לאנגמיור Irving Layton אירווינג לייטון Irving Moskowitz ארווינג מוסקוביץ' Irving Penn אירווינג פן Irving Saladino אירווינג סלדינו Irving Stone אירווינג סטון Irving Thalberg אירווינג ת'ולברג Irwin Cotler ארוין קוטלר Irwin Rose אירווין רוז Irwin Schiff אירווין שיף Irwin Shaw אירווין שו Irène Joliot-Curie אירן ז'וליו-קירי Irène Némirovsky אירן נמירובסקי Is Google Making Us Stupid? האם גוגל עושה אותנו טיפשים? Is There Anybody Out There? The Wall Live 1980–81 Is There Anybody Out There? The Wall Live 1980-81 Is There Love in Space? Is There Love in Space? Isa TK+ אוהב אותך איסה + Isa TKM אוהב אותך איסה Isa Town עיסא Isaac יצחק Isaac Abendana יצחק אבנדנה Isaac Aboab I יצחק אבוהב Isaac Aboab da Fonseca יצחק אבוהב דה-פונסיקה Isaac Aboab of Castile יצחק אבוהב Isaac Abraham Euchel יצחק אייכל Isaac Abravanel יצחק אברבנאל Isaac Adarbi יצחק אדרבי Isaac Albalag יצחק אלבלג Isaac Albéniz איסק אלבניס Isaac Alfasi רי"ף Isaac Asimov אייזק אסימוב Isaac Asimov קטגוריה:אייזק אסימוב Isaac Babel איסאק באבל Isaac Baer Levinsohn יצחק בר לווינזון Isaac Bashevis Singer יצחק בשביס-זינגר Isaac Berenblum יצחק ברנבלום Isaac Berger אייזק ברגר Isaac Bernays יצחק ברנייס Isaac Boleslavsky אייזק בולסלבסקי Isaac Breuer יצחק ברויאר Isaac Brock אייזק ברוק Isaac Broydé יצחק ברוידה Isaac Canpanton יצחק קנפנטון Isaac Casaubon איזק קזובון Isaac Chelo יצחק חילו Isaac Cuenca איסק קואנקה Isaac D'Israeli אייזק ד'יזראלי Isaac Deutscher איזאק דויטשר Isaac Dov Berkowitz יצחק דב ברקוביץ Isaac Eliashib יצחק בן אלישיב Isaac Erter יצחק ארטר Isaac Florentine יצחק פלורנטין Isaac HaKohen Rapoport יצחק הכהן רפפורט Isaac Harby יצחק חרבי Isaac Hayes אייזק הייז Isaac Heinemann יצחק היינמן Isaac Hempstead Wright אייזיק המפסטד-רייט Isaac Herzog יצחק הרצוג Isaac Hirsch Weiss אייזיק הירש וייס Isaac Hull אייזק האל Isaac Isaacs אייזק אייזקס Isaac Israeli ben Joseph יצחק בן יוסף הישראלי Isaac Israeli ben Solomon יצחק בן שלמה הישראלי Isaac Israëls יצחק ישראלס Isaac Judah רב יצחק בריה דרב יהודה Isaac Judah Schmelkes יצחק יהודה שמלקיש Isaac Karabtchevsky איזאק קרבצ'בסקי Isaac Karo יצחק קארו Isaac Kashdan יצחק קשדן Isaac Lampronti יצחק למפרונטי Isaac Lea אייזק לי Isaac Leeser יצחק ליסר Isaac Leib Goldberg יצחק ליב גולדברג Isaac Levitan יצחק לויתן Isaac Lumbroso יצחק לומברוזו Isaac Luria האר"י Isaac Luria קטגוריה:האר"י Isaac Makwala אייזק מקוואלה Isaac Mayer Dick אייזיק מאיר דיק Isaac Mayer Wise יצחק מאיר וייז Isaac Mayo אייזק מיו Isaac Meir Weissenberg יצחק מאיר וייסנברג Isaac Michaelson יצחק מייכלסון Isaac Nathan אייזק נייתן Isaac Newton אייזק ניוטון Isaac Newton קטגוריה:אייזק ניוטון Isaac Noah Mannheimer יצחק מנהיימר Isaac Okoronkwo איסאק אוקורונקבו Isaac Orobio de Castro יצחק אורוביו די קסטרו Isaac Passy איסאק פאסי Isaac Perlmutter יצחק פרלמוטר Isaac Rice יצחק רייס Isaac Rosenberg איזק רוזנברג Isaac Rülf יצחק רילף Isaac Samuel Reggio יצחק שמואל רג'יו Isaac Satanow יצחק סטנוב Isaac Steinberg יצחק נחמן שטיינברג Isaac Stern אייזק שטרן Isaac Stollman יצחק סטולמן Isaac Titsingh איסאק טיטסינג Isaac Tyrnau יצחק אייזיק מטירנא Isaac Uziel יצחק עוזיאל Isaac Wolfson יצחק וולפסון Isaac ben Abba Mari העיטור Isaac ben Abraham of Dampierre הריצב"א Isaac ben Asher ha-Levi יצחק בן אשר הלוי Isaac ben Ezra יצחק אבן עזרא Isaac ben Jacob Benjacob יצחק אייזיק בן יעקב Isaac ben Joseph of Corbeil יצחק מקורביל Isaac ben Merwan ha-Levi יצחק בן מרון הלוי Isaac ben Moses Arama יצחק עראמה Isaac ben Moses of Vienna יצחק מווינה Isaac ben Samuel ר"י הזקן Isaac ben Samuel of Acre יצחק דמן עכו Isaac ben Sheshet ריב"ש Isaac de Leon יצחק די ליאון Isaac de Pinto יצחק דה פינטו Isaac ibn Ghiyyat יצחק אבן גיאת Isaac ibn Latif יצחק אבן לטיף Isaac the Blind יצחק סגי נהור Isaak Dunayevsky איסאק דונייבסקי Isaak Markus Jost יצחק מרדכי יוסט Isabeau of Bavaria איזבו מבוואריה Isabel Allende איזבל איינדה Isabel II of Spain מלכת ספרד איזבלה השנייה Isabel Macedo איסבל מסדו Isabel Martínez de Perón איסבל פרון Isabel Sanford איזבל סנפורד Isabel Sarli איסבל סרלי Isabela Island איסבלה Isabeli Fontana איזבלי פונטאנה Isabell Herlovsen איזבל הרלובסן Isabella איזבלה Isabella Beeton איזבלה ביטון Isabella Clara Eugenia נסיכת ספרד איזבלה Isabella I of Castile מלכת קסטיליה איזבלה הראשונה Isabella I of Jerusalem מלכת ירושלים איזבל הראשונה Isabella II of Jerusalem מלכת ירושלים איזבל השנייה Isabella Rossellini איזבלה רוסליני Isabella of Bourbon איזבל מבורבון Isabella of Cyprus איזבל מאנטיוכיה Isabella of England קיסרית האימפריה הרומית הקדושה איזבל מאנגליה Isabelle Adjani איזבל אג'אני Isabelle Aubret איזבל אוברה Isabelle Caro איזבל קארו Isabelle Dinoire איזבל דינואר Isabelle Fuhrman איזבל פורמן Isabelle Huppert איזבל הופר Isabelle of France איזבל Isac Ludo איסאק לודו Isadora Duncan איזדורה דאנקן Isadore Jachman איזדור יכמן Isadore Twersky יצחק טברסקי Isagoras איסגורס Isaiah ישעיהו Isaiah Berlin ישעיה ברלין Isaiah Berlin ישעיה פיק ברלין Isaiah Bradley איזאיה בראדלי Isaiah Gafni ישעיהו גפני Isaiah Horowitz ישעיה הלוי הורוביץ Isaiah Mustafa אייזיאה מוסטפא Isaiah Thomas אייזיאה תומאס Isaiah Washington איזאיה וושינגטון Isaiah di Trani ישעיה די טראני Isaiah di Trani the Younger ריא"ז Isaias Afwerki איסאייס אפוורקי Isaias Hellman איסאייס וולף הלמן Isak Samokovlija יצחק סמוקובליה Isakoshekso User:Isakoshekso Isamar Rosenbaum איתמר רוזנבוים Isambard Kingdom Brunel איזמבארד קינגדום ברונל Isamu Noguchi איסמו נוגוצ'י Isan איסאן Isar איזר Isatis איסטיס Isawiya עיסאוויה Isayeret Isayeret.com Ischemia איסכמיה Ischemic heart diseases קטגוריה:מחלות לב איסכמיות Ischgl אישגל Ischia איסקיה Ischigualasto Provincial Park איסצ'יגואלסטו Ischoklad אייסקונפקט Isco איסקו Ise Bay מפרץ איסה Ise Grand Shrine מקדש איסה Isernia איסרניה Isetta איזטה Isfahan אספהאן Isfahan קטגוריה:אספהאן Isfahan Province אספהאן Isfiya עספיא Ish-Blloku בלוקו Ish-Shalom איש-שלום Ish-bosheth איש בושת Isha katlanit אישה קטלנית Ishai Golan ישי גולן Ishak Saporta יצחק ספורטא Ishango bone עצם אישנגו Ishay Berger ישי ברגר Ishbi-Erra אישבי-ארה Ishi אישי Ishikari River אישיקארי Ishikawa Prefecture אישיקווה Ishmael ישמעאל Ishmael Addo ישמעאל אדו Ishmael ben Elisha ha-Kohen ישמעאל בן אלישע כהן גדול Ishmael ben Jose רבי ישמעאל ברבי יוסי Ishmael son of Nethaniah ישמעאל בן נתניה Ishme-Dagan I אשמי-דגן הראשון Ishtar אישתאר Ishtar אישתר Ishtar עשתר Ishtar Gate שער עשתר Ishtori Haparchi אשתורי הפרחי Ishwa אישוע Ishy Bilady המנון איחוד האמירויות הערביות Isi Leibler איזי ליבלר Isiah Thomas אייזיאה תומאס Isidor Ascheim איזידור אשהיים Isidor Bush איזידור בוש Isidor Gunsberg איזידור גונסברג Isidor Isaac Rabi איזידור אייזק רבי Isidor Kaufmann איזידור קאופמן Isidor Straus איזידור שטראוס Isidora Sekulić איסידורה סקוליץ' Isidore Cohen איזידור כהן Isidore Isou איזידור איזו Isidore Loeb איזידור לב Isidore Singer איזידור זינגר Isidore of Charax איסידורוס מכאראקס Isidore of Seville איזידורוס מסביליה Isidore the Laborer איזידור הפועל Isildur איסילדור Isin איסין Ising model מודל איזינג Isis איזיס Isis איסיס Iskar איסקר Iskra איסקרה Isla Fisher איילה פישר Isla Grande de Tierra del Fuego האי הגדול של ארץ האש Isla Mujeres איסלה מוחרס Isla Salas y Gómez סאלס אי גומס Isla de Providencia פרובידנסיה Isla de la Juventud איסלה דה לה חובנטוד Islam אסלאם Islam ספר:אסלאם Islam פורטל:אסלאם Islam קטגוריה:אסלאם Islam תבנית:אסלאם Islam Cana'an אסלאם כנעאן Islam Slimani אסלאם סלימאני Islam and antisemitism אנטישמיות מוסלמית Islam by country קטגוריה:אסלאם לפי מדינה Islam in Ethiopia אסלאם באתיופיה Islam in Europe הגירת מוסלמים למערב אירופה Islam in Georgia אסלאם בגאורגיה Islam in India אסלאם בהודו Islam in India קטגוריה:אסלאם בהודו Islam in Israel אסלאם בישראל Islam in Lebanon קטגוריה:מתואלים Islam in Yemen אסלאם בתימן Islam in the United Kingdom אסלאם בממלכה המאוחדת Islam in the United Kingdom קטגוריה:אסלאם בממלכה המאוחדת Islam stubs קטגוריה:קצרמר אסלאם Islam templates קטגוריה:תבניות ניווט - אסלאם Islamabad אסלאמאבאד Islamic Action Front חזית הפעולה האסלאמית Islamic Army of the Caucasus צבא האסלאם Islamic Consultative Assembly מג'לס Islamic Front החזית האסלאמית Islamic Front for the Liberation of Oromia החזית לעצמאות אורומיה הדמוקרטית Islamic Golden Age תור הזהב של האסלאם Islamic Jihad הג'יהאד האסלאמי Islamic Jihad Movement in Palestine הג'יהאד האסלאמי הפלסטיני Islamic Jihad Movement in Palestine members קטגוריה:פעילי הג'יהאד האסלאמי הפלסטיני Islamic Modernism מודרניזם אסלאמי Islamic Movement in Israel התנועה האסלאמית Islamic Movement in Israel politicians קטגוריה:אנשי התנועה האסלאמית Islamic Mujahideen מוג'הידין Islamic Republic News Agency אירנ"א Islamic Republic of Iran Air Force חיל האוויר האיראני Islamic Republic of Iran Navy חיל הים האיראני Islamic Republican Party מפלגת הרפובליקה האסלאמית Islamic Revolutionary Court בית המשפט של המהפכה האסלאמית Islamic State of Iraq and the Levant המדינה האסלאמית Islamic State of Iraq and the Levant קטגוריה:המדינה האסלאמית Islamic State of Iraq and the Levant in Libya המדינה האסלאמית בלוב Islamic State of Iraq and the Levant members קטגוריה:המדינה האסלאמית: אישים Islamic State of Iraq and the Levant – Sinai Province מחוז סיני של המדינה האסלאמית Islamic University of Gaza האוניברסיטה האסלאמית Islamic architecture אדריכלות אסלאמית Islamic architecture קטגוריה:אדריכלות אסלאמית Islamic art אמנות מוסלמית Islamic art קטגוריה:אמנות מוסלמית Islamic banking and finance בנקאות אסלאמית Islamic branches קטגוריה:פלגים באסלאם Islamic calendar הלוח המוסלמי Islamic calendar קטגוריה:לוח השנה האסלאמי Islamic dress קטגוריה:לבוש אסלאמי Islamic dress in Europe איסור הצגת סמלים דתיים בבתי הספר בצרפת Islamic eschatology קטגוריה:אסכטולוגיה אסלאמית Islamic feminism פמיניזם אסלאמי Islamic holy days קטגוריה:חגים ומועדים אסלאמיים Islamic holy places קטגוריה:מקומות קדושים למוסלמים Islamic honorifics קטגוריה:תארים ותפקידים באסלאם Islamic mythology קטגוריה:מיתולוגיה מוסלמית Islamic organizations קטגוריה:תנועות אסלאמיות Islamic philosophy קטגוריה:פילוסופיה מוסלמית Islamic pilgrimages קטגוריה:אתרי עלייה לרגל Islamic political parties קטגוריה:מפלגות אסלאמיות Islamic religious leaders מנהיגים ותארים באסלאם Islamic religious leaders קטגוריה:אנשי דת מוסלמים Islamic republic רפובליקה אסלאמית Islamic republics קטגוריה:רפובליקה אסלאמית Islamic schools and branches זרמים ואסכולות באסלאם Islamic socialism סוציאליזם אסלאמי Islamic studies scholars קטגוריה:חוקרי אסלאם Islamic terrorism טרור אסלאמי Islamic terrorism קטגוריה:טרור אסלאמי Islamic terrorist incidents קטגוריה:פיגועי טרור אסלאמי Islamic texts קטגוריה:כתבים אסלאמיים Islamic theology קטגוריה:תאולוגיה אסלאמית Islamic views on slavery עבדות באסלאם IslamicMonths תבנית:חודשים מוסלמיים Islamic–Jewish relations יחסי אסלאם-יהדות Islamism אסלאמיזם Islamization אסלאמיזציה Islamization of Palestine האסלאמיזציה של ארץ ישראל Islamization of the Sudan region היסטוריה של סודאן: אסלאם ומהדיזם Islamofascism אסלאמו-פשיזם Islamophobia אסלאמופוביה Island אי Island Games משחקי האיים Island Games קטגוריה:משחקי האיים Island Gardens גני איילנד Island Records איילנד רקורדס Island arc קשת איים Island countries קטגוריה:מדינות איים Island country מדינת אי Island fox שועל איים אפור Island gigantism ענקיות איים Island of Mozambique מוזמביק Island of Peace נהריים Island of Peace massacre הטבח בנהריים Island of stability אי של יציבות Islands Islands Islands קטגוריה:איים Islands District האיים החיצוניים Islands by continent קטגוריה:איים לפי יבשת Islands by country קטגוריה:איים לפי מדינה Islands in the Stream איים בזרם Islands of Adventure איי ההרפתקאות Islands of Africa קטגוריה:אפריקה: איים Islands of Alaska קטגוריה:אלסקה: איים Islands of Antarctica קטגוריה:אנטארקטיקה: איים Islands of Asia קטגוריה:אסיה: איים Islands of Australia קטגוריה:אוסטרליה: איים Islands of Bahrain קטגוריה:בחריין: איים Islands of Brazil קטגוריה:ברזיל: איים Islands of British Columbia קטגוריה:קולומביה הבריטית: איים Islands of Brunei קטגוריה:ברוניי: איים Islands of California קטגוריה:קליפורניה: איים Islands of Canada קטגוריה:קנדה: איים Islands of Canada by province or territory קטגוריה:קנדה: איים לפי פרובינציה או טריטוריה Islands of Cape Verde קטגוריה:איי כף ורדה Islands of Central America קטגוריה:אמריקה המרכזית: איים Islands of Chile קטגוריה:צ'ילה: איים Islands of China קטגוריה:סין: איים Islands of Croatia קטגוריה:קרואטיה: איים Islands of Denmark קטגוריה:דנמרק: איים Islands of Ecuador קטגוריה:אקוודור: איים Islands of England קטגוריה:אנגליה: איים Islands of Estonia קטגוריה:אסטוניה: איים Islands of Europe קטגוריה:אירופה: איים Islands of Finland קטגוריה:פינלנד: איים Islands of Florida קטגוריה:פלורידה: איים Islands of France קטגוריה:צרפת: איים Islands of Germany קטגוריה:גרמניה: איים Islands of Greece קטגוריה:יוון: איים Islands of Greenland קטגוריה:גרינלנד: איים Islands of Hawaii קטגוריה:הוואי: איים Islands of Hong Kong קטגוריה:הונג קונג: איים Islands of Iceland קטגוריה:איסלנד: איים Islands of Indonesia קטגוריה:אינדונזיה: איים Islands of Ireland קטגוריה:אירלנד: איים Islands of Israel קטגוריה:ישראל: איים Islands of Italy קטגוריה:איטליה: איים Islands of Japan קטגוריה:יפן: איים Islands of Kiribati קטגוריה:קיריבטי: איים Islands of Malaysia קטגוריה:מלזיה: איים Islands of Malta קטגוריה:איי מלטה Islands of Massachusetts קטגוריה:מסצ'וסטס: איים Islands of Michigan קטגוריה:מישיגן: איים Islands of New Jersey קטגוריה:ניו ג'רזי: איים Islands of New York קטגוריה:מדינת ניו יורק: איים Islands of New Zealand קטגוריה:ניו זילנד: איים Islands of Newfoundland and Labrador קטגוריה:ניופאונדלנד ולברדור: איים Islands of North America קטגוריה:אמריקה הצפונית: איים Islands of Norway קטגוריה:נורווגיה: איים Islands of Nova Scotia קטגוריה:נובה סקוטיה: איים Islands of Nunavut קטגוריה:נונאווט: איים Islands of Ontario קטגוריה:אונטריו: איים Islands of Papua New Guinea קטגוריה:פפואה גינאה החדשה: איים Islands of Portugal קטגוריה:פורטוגל: איים Islands of Russia קטגוריה:רוסיה: איים Islands of Scotland קטגוריה:סקוטלנד: איים Islands of South America קטגוריה:אמריקה הדרומית: איים Islands of South Carolina קטגוריה:קרוליינה הדרומית: איים Islands of Spain קטגוריה:ספרד: איים Islands of Turkey קטגוריה:טורקיה: איים Islands of Tuvalu קטגוריה:טובאלו: מחוזות Islands of the Arctic Ocean קטגוריה:איים באוקיינוס הקרח הצפוני Islands of the Atlantic Ocean קטגוריה:איים באוקיינוס האטלנטי Islands of the Bahamas קטגוריה:איי בהאמה: איים Islands of the East River קטגוריה:איסט ריבר: איים Islands of the Faroe Islands קטגוריה:איי פארו: איים Islands of the Great Lakes קטגוריה:הימות הגדולות: איים Islands of the Gulf of Thailand קטגוריה:איים במפרץ תאילנד Islands of the Indian Ocean קטגוריה:איים באוקיינוס ההודי Islands of the Netherlands קטגוריה:הולנד: איים Islands of the Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות: איים Islands of the Orkney Islands קטגוריה:אורקני: איים Islands of the Pacific Ocean קטגוריה:איים באוקיינוס השקט Islands of the Philippines קטגוריה:הפיליפינים: איים Islands of the Potomac River קטגוריה:הפוטומק: איים Islands of the South China Sea קטגוריה:איים בים סין הדרומי Islands of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: איים Islands of the United Kingdom קטגוריה:בריטניה: איים Islands of the United States קטגוריה:ארצות הברית: איים Islands of the United States by state קטגוריה:ארצות הברית: איים לפי מדינה Islay איילה Islay whisky ויסקי מהאי איילה Isle of Dogs אייל אוף דוגס Isle of Man האי מאן Isle of Man קטגוריה:האי מאן Isle of Man Douglas דאגלס Isle of Man Government House בית הממשלה Isle of Man International Business School בית הספר לעסקים בינלאומיים באי מאן Isle of Meadows מדו Isle of Wight האי וייט Isle of Wight קטגוריה:האי וייט Isle of Wight Festival 1970 פסטיבל האי וייט 1970 Isles of Scilly איי סילי Islet איון Islington איזלינגטון Islington Green איזלינגטון גרין Islom Karimov אסלאם קרימוב Isma'il Pasha אסמאעיל פאשא Isma'il ibn Jafar אסמאעיל אבן ג'עפר Isma'ilism איסמאעיליה Ismaeel Ryan איסמעיל ריאן Ismail Haniyeh אסמאעיל הניה Ismail I שאה אסמאעיל הראשון Ismail II איסמעיל שאה השני Ismail Ibn Sharif איסמעיל מלך מרוקו Ismail Kadare איסמעיל קאדרה Ismail Merchant איסמעיל מרצ'נט Ismail al-Jazari אל-ג'זארי Ismailia איסמעיליה Ismar Elbogen יצחק משה אלבוגן Ismaël Bullialdus איסמאל בוליאלדוס Ismaël Lô איסמעל לו Ismaïl Omar Guelleh איסמאעיל עומאר גואלה Isobutane איזובוטאן Isobutanol איזובוטנול Isochron dating תיארוך איזוכרון Isoclinism of groups איזוקליניות Isocrates איסוקרטס Isoelectric point נקודה איזואלקטרית Isoetes איזוט Isola Maggiore איזולה מג'ורה Isola di San Michele סן מיקלה Isola di San Secondo סן סקונדו Isolated point נקודה מבודדת Isolating language שפה אנליטית Isolation בידוד Isolation tank מכל ציפה Isolationism התבדלות Isoleucine איזולאוצין Isomaltulose איזומלטולוז Isomer איזומר Isomerase איזומראז Isometry איזומטריה Isomorphism איזומורפיזם Isomorphism theorem משפטי האיזומורפיזם Isoniazid איזוניאזיד Isonoe איסונואי Isonomia איזונומיה Isopach map מפה גאולוגית#מפה איזופכית Isopentane איזופנטאן Isoperimetric inequality אי-שוויון איזופרימטרי Isophthalic acid חומצה איזופתלית Isopoda קטגוריה:שווה-רגלאים Isopoda שווה-רגלאים Isoprene איזופרן Isopropyl alcohol איזופרופנול Isoroku Yamamoto איסורוקו יממוטו Isosceles trapezoid טרפז שווה-שוקיים Isosceles triangle משולש שווה-שוקיים Isothermal process תהליך איזותרמי Isotope איזוטופ Isotopes קטגוריה:איזוטופים Isotopes of californium קליפורניום#איזוטופים של קליפורניום Isotopes of carbon קטגוריה:איזוטופים של פחמן Isotopes of fluorine פלואור#איזוטופים של פלואור Isotopes of hydrogen קטגוריה:איזוטופים של מימן Isotopes of uranium קטגוריה:איזוטופים של אורניום Isotopologue איזוטופולוג Isotretinoin איזוטרטינואין Isotropic radiator קורן איזוטרופי Isotropy איזוטרופיות Isozyme איזואנזים Isparta אספרטה Isperih איספריך Isra and Mi'raj המסע הלילי של מוחמד IsraAid ישראייד Israblog ישרא-בלוג Israel ישראל Israel ספר:ישראל Israel פורטל:ישראל Israel קטגוריה:ישראל Israel Abrahams ישראל אברהמס Israel Academy of Sciences and Humanities האקדמיה הלאומית הישראלית למדעים Israel Acre עכו Israel Acre קטגוריה:עכו Israel Aderet אדרת Israel Adi עדי Israel Aerospace Industries התעשייה האווירית לישראל Israel Aerospace Industries קטגוריה:התעשייה האווירית לישראל Israel Afek אפק Israel Agur עגור Israel Aharoni ישראל אהרוני Israel Ahisamakh אחיסמך Israel Ahva אחווה Israel Airports Authority רשות שדות התעופה Israel Airports Authority תבנית:רשות שדות התעופה Israel Al-Sayyid א-סייד Israel Albert Horowitz ישראל הורוביץ Israel Alma עלמה Israel Alnaqua ישראל אלנקאווה Israel Alter ישראל אלטר Israel Amatzia אמציה Israel Amidan ישראל עמידן Israel Amir עמיר Israel Amuka עמוקה Israel Anti-Drug Authority הרשות הלאומית למלחמה בסמים ובאלכוהול Israel Antiquities Authority רשות העתיקות Israel Arad ערד Israel Architecture Archive ארכיון אדריכלות ישראל Israel Army Radio commanders קטגוריה:מפקדי גלי צה"ל Israel Arraba עראבה Israel Arts and Science Academy התיכון הישראלי למדעים ולאמנויות Israel Atomic Energy Commission הוועדה לאנרגיה אטומית Israel Avshalom אבשלום Israel Bahan בחן Israel Bar Association לשכת עורכי הדין בישראל Israel Bar-On ישראל בר-און Israel Barak ברק Israel Bartal ישראל ברטל Israel Baseball League ליגת הבייסבול הישראלית Israel Basketball Association איגוד הכדורסל בישראל Israel Beer ישראל בר Israel Beer Breweries מבשלות בירה ישראל Israel Beit Guvrin בית גוברין Israel Beit Yosef בית יוסף Israel Belkind ישראל בלקינד Israel Bonds הבונדס Israel Border Police משמר הגבול Israel Border Police קטגוריה:משמר הגבול Israel Boy and Girl Scouts Federation התאחדות הצופים והצופות בישראל Israel Broadcasting Authority קטגוריה:רשות השידור Israel Broadcasting Authority רשות השידור Israel Brodie ישראל ברודי Israel Brosh ברוש Israel Bruna ישראל ברונא Israel Center for the Treatment of Psychotrauma המרכז הישראלי לטיפול בפסיכוטראומה Israel Central Bureau of Statistics הלשכה המרכזית לסטטיסטיקה Israel Chamber Orchestra התזמורת הקאמרית הישראלית Israel Charny ישראל טשרני Israel Chemicals כימיקלים לישראל Israel Coastal railway line מסילת החוף Israel Coins and Medals Corp. החברה הישראלית למדליות ולמטבעות Israel Corporation החברה לישראל Israel Council on Foreign Relations המועצה הישראלית ליחסי חוץ Israel Cultural Excellence Foundation הקרן למצוינות בתרבות Israel Cycling Federation איגוד האופניים בישראל Israel Dairy Board מועצת החלב Israel Dalia דליה Israel Dalton דלתון Israel Dan דן Israel Davidson ישראל דוידזון Israel Davis Cup team נבחרת גביע דייוויס של ישראל Israel Defense Forces צבא הגנה לישראל Israel Defense Forces קטגוריה:צה"ל Israel Defense Forces תבנית:צבא הגנה לישראל Israel Defense Forces Emblem סמל צבא הגנה לישראל Israel Defense Forces History Museum מוזיאון בתי האוסף לתולדות צה"ל Israel Defense Forces Radio קטגוריה:גלי צה"ל Israel Defense Forces directorates קטגוריה:אגפי צה"ל Israel Defense Forces insignia מדי צה"ל Israel Defense Forces parade מצעד צה"ל Israel Defense Forces rabbis קטגוריה:רבנים צבאיים ישראלים Israel Defense Forces ranks דרגות צה"ל Israel Defense Forces stubs קטגוריה:קצרמר צה"ל Israel Defense Prize פרס ביטחון ישראל Israel Defense Prize recipients קטגוריה:זוכי פרס ביטחון ישראל Israel Democracy Institute המכון הישראלי לדמוקרטיה Israel Diamond Exchange בורסת היהלומים הישראלית Israel Diamond Institute מכון היהלומים הישראלי Israel Discount Bank בנק דיסקונט לישראל Israel Dor דור Israel Dostrovsky ישראל דוסטרובסקי Israel Dov Frumkin ישראל דוב פרומקין Israel Dvora דבורה Israel Eitan איתן Israel Eldad ישראל אלדד Israel Electric Corporation חברת החשמל לישראל Israel Eliav אליאב Israel Elifaz אליפז Israel Elishama אלישמע Israel Even-Zahav ישראל אבן-זהב Israel Evron עברון Israel Exploration Journal Israel Exploration Journal Israel Exploration Society החברה לחקירת ארץ-ישראל ועתיקותיה Israel Export Institute מכון היצוא הישראלי Israel Fed Cup team נבחרת גביע הפדרציה של ישראל Israel Festival פסטיבל ישראל Israel Finkelstein ישראל פינקלשטיין Israel Fire and Rescue Services הרשות הארצית לכבאות והצלה Israel Fisanovich ישראל פיסנוביץ' Israel Football Association ההתאחדות לכדורגל בישראל Israel Friedlander ישראל פרידלנדר Israel Friedman of Ruzhyn ישראל פרידמן מרוז'ין Israel Gat גת Israel Gay Youth ארגון נוער גאה Israel Gelfand ישראל גלפנד Israel Geological Society החברה הגיאולוגית הישראלית Israel Gesher גשר Israel Gita גיתה Israel Gizo גיזו Israel Gohberg ישראל גוכברג Israel Goldstein ישראל גולדשטיין Israel Goldstein Youth Village חוות הנוער הציוני Israel Grodner ישראל גרודנר Israel Gutman ישראל גוטמן Israel HaBonim הבונים Israel Halivner ישראל חליבנר Israel Hamaam ואדי אל-חמאם Israel Haniel חניאל Israel Hanukoglu ישראל חנוקוגלו Israel Harel הראל Israel Harish חריש Israel Hayom ישראל היום Israel Hazon חזון Israel Hershberg ישראל הרשברג Israel Herut חרות Israel Hess ישראל הס Israel Hogla חגלה Israel Hulda חולדה Israel Idan עידן Israel Institute for Biological Research המכון למחקר ביולוגי בישראל Israel Internet Association איגוד האינטרנט הישראלי Israel Irus אירוס Israel Isidor Elyashev בעל-מחשבות Israel Israeli פלוני Israel Isserlein ישראל איסרלן Israel Jacob Kligler ישראל יעקב קליגלר Israel Jacobson ישראל יעקבסון Israel Jatt ג'ת Israel Joshua Singer ישראל יהושע זינגר Israel Journal of Mathematics Israel Journal of Mathematics Israel Kabri כברי Israel Kabul כאבול Israel Kamakawiwoʻole ישראל קמקוויוואולה Israel Kamon כמון Israel Kasif כסיף Israel Kedma קדמה Israel Ketura קטורה Israel Kidron קדרון Israel Kinneret כנרת Israel Knohl ישראל קנוהל Israel Labelled Map תבנית:מפת איתור/מחוזות ישראל Israel Lakhish לכיש Israel Land Administration מינהל מקרקעי ישראל Israel Land Authority רשות מקרקעי ישראל Israel Land Development Company הכשרת הישוב Israel Lavon לבון Israel Law Review The Israel Law Review Israel Lewy ישראל לוי Israel Liman לימן Israel Lipschitz ישראל ליפשיץ Israel Lotan לוטן Israel Ma'abarot מעברות Israel Magen מגן Israel Maghar מע'אר Israel Maimon ישראל מימון Israel Manara מנרה Israel Manot מנות Israel Masad מסד Israel Mashhad משהד Israel Mata מטע Israel Matan מתן Israel Medical Association ההסתדרות הרפואית בישראל Israel Megiddo מגידו Israel Meir Kagan ישראל מאיר הכהן Israel Meitav מיטב Israel Meron מירון Israel Meteorological Service השירות המטאורולוגי הישראלי Israel Migdal מגדל Israel Military Industries התעשייה הצבאית Israel Moledet מולדת Israel Moran מורן Israel Moses Hazan ישראל משה חזן Israel Movement for Reform and Progressive Judaism התנועה הרפורמית - יהדות מתקדמת בישראל Israel Museum מוזיאון ישראל Israel Museum קטגוריה:מוזיאון ישראל Israel Music Institute המכון למוסיקה ישראלית Israel Muslim Scouts Association ארגון הצופים הערביים Israel Nahala נחלה Israel Nahshon נחשון Israel Nathan Herstein ישראל הרשטיין Israel National Bike Trail שביל ישראל לאופניים Israel National Council for the Child המועצה הלאומית לשלום הילד Israel National Trail שביל ישראל Israel Nature and Parks Authority רשות הטבע והגנים Israel Nitzana ניצנה Israel Nob נוב Israel Noga נוגה Israel Ohad אוהד Israel Omer עומר Israel Ometz אומץ Israel Open אליפות ישראל הפתוחה בטניס Israel Ora אורה Israel Paldi ישראל פלדי Israel Paran פארן Israel Patent Office המדגמים וסימני המסחר רשות הפטנטים Israel Peace Week שבוע השלום הישראלי Israel Peleg ישראל פלג Israel People from Acre קטגוריה:עכו: אישים Israel Philharmonic Orchestra התזמורת הפילהרמונית הישראלית Israel Pincas ישראל פנקס Israel Planners Association איגוד המתכננים בישראל Israel Plus ערוץ 9 Israel Polack ישראל פולק Israel Police משטרת ישראל Israel Police קטגוריה:משטרת ישראל Israel Police Orchestra תזמורת משטרת ישראל Israel Port Authority רשות הספנות והנמלים Israel Post ישראל פוסט Israel Postal Company דואר ישראל Israel Prison Service שירות בתי הסוהר Israel Prize פרס ישראל Israel Prize for special contribution recipients קטגוריה:זוכי פרס ישראל על תרומה מיוחדת לחברה ולמדינה Israel Prize in Hebrew song recipients קטגוריה:זוכי פרס ישראל לזמר עברי Israel Prize in Jewish studies recipients קטגוריה:זוכי פרס ישראל למדעי היהדות Israel Prize in Jewish thought recipients קטגוריה:זוכי פרס ישראל למחשבת ישראל Israel Prize in Rabbinical literature recipients קטגוריה:זוכי פרס ישראל לספרות תורנית Israel Prize in Talmud studies recipients קטגוריה:זוכי פרס ישראל לחקר התלמוד Israel Prize in agriculture recipients קטגוריה:זוכי פרס ישראל לחקלאות Israel Prize in archaeology recipients קטגוריה:זוכי פרס ישראל לארכאולוגיה Israel Prize in architecture recipients קטגוריה:זוכי פרס ישראל לאדריכלות Israel Prize in biblical studies recipients קטגוריה:זוכי פרס ישראל לחקר המקרא Israel Prize in biochemistry recipients קטגוריה:זוכי פרס ישראל לביוכימיה Israel Prize in biology recipients קטגוריה:זוכי פרס ישראל לביולוגיה Israel Prize in chemistry recipients קטגוריה:זוכי פרס ישראל לכימיה Israel Prize in cinema recipients קטגוריה:זוכי פרס ישראל לקולנוע Israel Prize in communication recipients קטגוריה:זוכי פרס ישראל לתקשורת Israel Prize in computer sciences recipients קטגוריה:זוכי פרס ישראל למדעי המחשב Israel Prize in dancing recipients קטגוריה:זוכי פרס ישראל למחול Israel Prize in design recipients קטגוריה:זוכי פרס ישראל לעיצוב Israel Prize in economics recipients קטגוריה:זוכי פרס ישראל לכלכלה Israel Prize in education recipients קטגוריה:זוכי פרס ישראל לחינוך Israel Prize in exact science recipients קטגוריה:זוכי פרס ישראל למדעים מדויקים Israel Prize in geography recipients קטגוריה:זוכי פרס ישראל לגאוגרפיה וידע ארץ ישראל Israel Prize in history recipients קטגוריה:זוכי פרס ישראל להיסטוריה Israel Prize in humanities recipients קטגוריה:זוכי פרס ישראל למדעי הרוח Israel Prize in law recipients קטגוריה:זוכי פרס ישראל למשפטים Israel Prize in life sciences recipients קטגוריה:זוכי פרס ישראל למדעי החיים Israel Prize in linguistics recipients קטגוריה:זוכי פרס ישראל לבלשנות Israel Prize in literature recipients קטגוריה:זוכי פרס ישראל לספרות ושירה Israel Prize in mathematics recipients קטגוריה:זוכי פרס ישראל למתמטיקה Israel Prize in medicine recipients קטגוריה:זוכי פרס ישראל לרפואה Israel Prize in music recipients קטגוריה:זוכי פרס ישראל למוזיקה Israel Prize in painting recipients קטגוריה:זוכי פרס ישראל לציור Israel Prize in philosophy recipients קטגוריה:זוכי פרס ישראל לפילוסופיה Israel Prize in photography recipients קטגוריה:זוכי פרס ישראל לצילום Israel Prize in physics recipients קטגוריה:זוכי פרס ישראל לפיזיקה Israel Prize in political science recipients קטגוריה:זוכי פרס ישראל למדע המדינה Israel Prize in psychology recipients קטגוריה:זוכי פרס ישראל לחקר הפסיכולוגיה Israel Prize in sculpture and painting recipients קטגוריה:זוכי פרס ישראל לציור ופיסול Israel Prize in sculpture recipients קטגוריה:זוכי פרס ישראל לפיסול Israel Prize in social sciences recipients קטגוריה:זוכי פרס ישראל למדעי החברה Israel Prize in social work recipients קטגוריה:זוכי פרס ישראל בחקר העבודה הסוציאלית Israel Prize in sport recipients קטגוריה:זוכי פרס ישראל לספורט ותרבות הגוף Israel Prize in technology and engineering recipients קטגוריה:זוכי פרס ישראל להנדסה Israel Prize in theatre recipients קטגוריה:זוכי פרס ישראל לתיאטרון Israel Prize recipients קטגוריה:זוכי פרס ישראל Israel Project The Israel Project Israel Radio International רק"ע Israel Railway Museum מוזיאון רכבת ישראל Israel Railways רכבת ישראל Israel Railways JT 42BW JT 42BW Israel Reichart ישראל רייכרט Israel Religious Action Center המרכז הרפורמי לדת ומדינה Israel Rogosin ישראל רוגוזין Israel Rokach ישראל רוקח Israel Roll ישראל רול Israel Rosh ישראל ראש Israel Rumana רומאנה Israel Sadan ישראל סדן Israel Samar סמר Israel Sandala סנדלה Israel Sapir ספיר Israel Sarug ישראל סרוג Israel Sasa סאסא Israel Scheffler ישראל שפלר Israel Schorr ישראל שור Israel Securities Authority רשות ניירות ערך Israel Segal ישראל סגל Israel Sha'ab שעב Israel Shahak ישראל שחק Israel Shahar שחר Israel Shamir ישראל שמיר Israel Shamir שמיר Israel Sharon ישראל שרון Israel Sharsheret שרשרת Israel Shipyards מספנות ישראל Israel Shlomi שלומי Israel Shochat ישראל שוחט Israel Shumacher ישראל שומאכר Israel Space Agency סוכנות החלל הישראלית Israel Sports Center for the Disabled מרכז הספורט לנכים Israel Squad 1986 FIBA World Championship תבנית:נבחרת ישראל באליפות העולם בכדורסל 1986 Israel Squad EuroBasket 2001 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2001 Israel Squad EuroBasket 2003 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2003 Israel Squad EuroBasket 2005 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2005 Israel Squad EuroBasket 2007 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2007 Israel Squad EuroBasket 2009 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2009 Israel Squad EuroBasket 2011 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2011 Israel Squad EuroBasket 2013 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2013 Israel Squad EuroBasket 2015 תבנית:נבחרת ישראל באליפות אירופה בכדורסל 2015 Israel Standard Time אזור זמן#אזור הזמן של ישראל Israel State Archives ארכיון המדינה Israel State Cup גביע המדינה בכדורגל Israel State Cup תבנית:גביע המדינה בכדורגל Israel State Cup seasons קטגוריה:גביע המדינה בכדורגל Israel Studies Israel Studies Israel Sufa סופה Israel Summer Time שעון הקיץ בישראל Israel Super Cup אלוף האלופים Israel Swimming Association איגוד השחייה בישראל Israel Tal ישראל טל Israel Tapoohi ישראל תפוחי Israel Tennis Centers המרכז לטניס בישראל Israel Tira טירה Israel Tkuma תקומה Israel Tsvaygenbaum ישראל צווייגנבאום Israel Union for Environmental Defense אדם טבע ודין Israel Urim אורים Israel Usha אושה Israel Uza עוזה Israel Vibration יזראל וויבריישן Israel Weapon Industries תעשיות נשק לישראל Israel Weiss ישראל וייס Israel Ya'ad יעד Israel Yahad יחד Israel Yated יתד Israel Yeivin ישראל ייבין Israel Yesha ישע Israel Yinon ישראל ינון Israel Yitzhak Kalish ישראל יצחק קאליש Israel Youth State Cup גביע המדינה בכדורגל לנוער Israel Zafrir ישראל צפריר Israel Zangwill ישראל זנגוויל Israel Zohar זוהר Israel Zolli ישראל אנטון צולי Israel Zviti ישראל זביטי Israel and the Bomb ישראל והפצצה Israel at the 1952 Summer Olympics ישראל באולימפיאדת הלסינקי Israel at the 1956 Summer Olympics ישראל באולימפיאדת מלבורן Israel at the 1960 Summer Olympics ישראל באולימפיאדת רומא Israel at the 1964 Summer Olympics ישראל באולימפיאדת טוקיו Israel at the 1964 Summer Paralympics ישראל באולימפיאדת הנכים טוקיו Israel at the 1968 Summer Olympics ישראל באולימפיאדת מקסיקו סיטי Israel at the 1968 Summer Paralympics ישראל באולימפיאדת הנכים תל אביב Israel at the 1972 Summer Olympics ישראל באולימפיאדת מינכן Israel at the 1976 Summer Olympics ישראל באולימפיאדת מונטריאול Israel at the 1976 Summer Paralympics ישראל באולימפיאדת הנכים טורונטו Israel at the 1984 Summer Olympics ישראל באולימפיאדת לוס אנג'לס Israel at the 1988 Summer Olympics ישראל באולימפיאדת סיאול Israel at the 1992 Summer Olympics ישראל באולימפיאדת ברצלונה Israel at the 1996 Summer Olympics ישראל באולימפיאדת אטלנטה Israel at the 2000 Summer Olympics ישראל באולימפיאדת סידני Israel at the 2004 Summer Olympics ישראל באולימפיאדת אתונה Israel at the 2006 Winter Olympics ישראל באולימפיאדת טורינו Israel at the 2008 Summer Olympics ישראל באולימפיאדת בייג'ינג Israel at the 2008 Summer Paralympics ישראל במשחקים הפאראלימפיים בייג'ינג Israel at the 2012 Summer Olympics ישראל באולימפיאדת לונדון Israel at the 2012 Summer Paralympics ישראל במשחקים הפאראלימפיים לונדון Israel at the 2014 Winter Olympics ישראל באולימפיאדת סוצ'י Israel at the 2015 European Games ישראל במשחקים האירופיים Israel at the 2016 Summer Olympics ישראל באולימפיאדת ריו דה ז'ניירו Israel at the 2016 Summer Paralympics ישראל במשחקים הפאראלימפיים ריו דה ז'ניירו Israel at the Olympics ישראל במשחקים האולימפיים Israel at the Olympics קטגוריה:ישראל במשחקים האולימפיים Israel at the Paralympics ישראל במשחקים הפאראלימפיים Israel at the Paralympics קטגוריה:ישראל במשחקים הפאראלימפיים Israel ben Meir di Curiel משפחת קוריאל#ישראל די קוריאל Israel ben Moses Najara ישראל נג'ארה Israel ben Solomon Wahrmann ישראל ורמן Israel football navigational boxes קטגוריה:תבניות ניווט - כדורגל בישראל Israel in Egypt ישראל במצרים Israel in the Eurovision Song Contest ישראל באירוויזיון Israel in the Eurovision Song Contest תבנית:נציגי ישראל באירוויזיון Israel international footballers קטגוריה:כדורגלני נבחרת ישראל Israel location map templates קטגוריה:תבניות מיפוי לפי מדינות: ישראל Israel men's national volleyball team נבחרת ישראל בכדורעף Israel men's national water polo team נבחרת ישראל בכדורמים Israel military templates קטגוריה:תבניות ניווט - צה"ל Israel national baseball team נבחרת ישראל בבייסבול Israel national basketball team נבחרת ישראל בכדורסל Israel national basketball team קטגוריה:נבחרת ישראל בכדורסל Israel national basketball team templates קטגוריה:סגלי נבחרת ישראל בכדורסל Israel national beach soccer team נבחרת ישראל בכדורגל חופים Israel national football team נבחרת ישראל בכדורגל Israel national football team קטגוריה:נבחרת ישראל בכדורגל Israel national football team managers קטגוריה:מאמני נבחרת ישראל בכדורגל Israel national football team managers תבנית:מאמני נבחרת ישראל בכדורגל Israel national handball team נבחרת ישראל בכדוריד Israel national ice hockey team נבחרת ישראל בהוקי קרח Israel national rugby union team נבחרת ישראל ברוגבי Israel national under-17 football team נבחרת ישראל בכדורגל עד גיל 17 Israel national under-19 football team נבחרת ישראל בכדורגל עד גיל 19 Israel national under-20 basketball team נבחרת העתודה של ישראל בכדורסל Israel national under-21 football team הנבחרת הצעירה של ישראל בכדורגל Israel of Axum קיסר אקסום ישראל Israel of Krems ישראל מקרמז' Israel politics and government templates קטגוריה:תבניות ניווט - ממשלת ישראל Israel regional council templates קטגוריה:תבניות ניווט - מועצות אזוריות Israel squad 1970 FIFA World Cup תבנית:נבחרת ישראל במונדיאל 1970 Israel stubs קטגוריה:קצרמר ישראל Israel subdivision templates קטגוריה:תבניות ניווט - מחוזות ישראל Israel transport templates קטגוריה:תבניות ניווט - תחבורה בישראל Israel women's national basketball team נבחרת ישראל בכדורסל נשים Israel women's national football team נבחרת ישראל בכדורגל נשים Israel women's national handball team הליגה הלאומית בכדוריד נשים Israel women's national under-19 football team נבחרת ישראל בכדורגל נשים עד גיל 19 Israel women's national volleyball team נבחרת ישראל בכדורעף נשים Israel youth award האות הבינלאומי לנוער ולצעירים - ישראל Israel's Messenger מבשר ישראל Israel's National Student and Youth Council מועצת התלמידים והנוער הארצית Israel-British Bank בנק ארץ ישראל בריטניה Israel-Nachrichten חדשות ישראל Israel/Featured Image Archive פורטל:ישראל/תמונה נבחרת/גלריה Israel/Picture פורטל:ישראל/תמונה נבחרת/גלריה IsraelCentralCommandChiefs תבנית:מפקדי פקמ"ז IsraelDefenseMin תבנית:שרי הביטחון IsraelEduMin תבנית:שרי החינוך IsraelFinanceMin תבנית:שרי האוצר IsraelForeignMin תבנית:שרי החוץ IsraelNorthernCommandChiefs תבנית:מפקדי פצ"ן IsraelPMS תבנית:ראשי ממשלת ישראל IsraelSouthernCommandChiefs תבנית:מפקדי פד"ם Israeli ישראלי Israeli Academy of Film and Television האקדמיה הישראלית לקולנוע וטלוויזיה Israeli Agriculture Ministers תבנית:שרי החקלאות Israeli Air Defense Command מערך ההגנה האווירית Israeli Air Force חיל האוויר הישראלי Israeli Air Force קטגוריה:חיל האוויר הישראלי Israeli Air Force תבנית:טייסות חיל האוויר הישראלי Israeli Air Force Museum מוזיאון חיל האוויר Israeli Air Force Squadrons תבנית:טייסות חיל האוויר הישראלי Israeli Air Force Units קטגוריה:יחידות חיל האוויר הישראלי Israeli Air Force 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emblems קטגוריה:ישראל: סמלים Israeli emigrants קטגוריה:מהגרים ישראלים Israeli emigrants to Australia קטגוריה:ישראלים שהיגרו לאוסטרליה Israeli emigrants to Canada קטגוריה:ישראלים שהיגרו לקנדה Israeli emigrants to France קטגוריה:ישראלים שהיגרו לצרפת Israeli emigrants to Germany קטגוריה:ישראלים שהיגרו לגרמניה Israeli emigrants to the Netherlands קטגוריה:ישראלים שהיגרו להולנד Israeli emigrants to the United Kingdom קטגוריה:ישראלים שהיגרו לבריטניה Israeli emigrants to the United States קטגוריה:ישראלים שהיגרו לארצות הברית Israeli engineers קטגוריה:מהנדסים ישראלים Israeli entertainers קטגוריה:בדרנים ישראלים Israeli entomologists קטגוריה:אנטומולוגים ישראלים Israeli environmentalists קטגוריה:פעילי איכות הסביבה ישראלים Israeli ethnic musical groups קטגוריה:להקות אתניות ישראליות Israeli expatriate footballers קטגוריה:כדורגלנים ישראלים בחו"ל Israeli expatriates in the United States קטגוריה:אמריקאים ממוצא ישראלי Israeli fashion קטגוריה:ישראל: אופנה Israeli female cyclists קטגוריה:רוכבות אופניים ישראליות Israeli female fencers קטגוריה:סייפות ישראליות Israeli female ice dancers קטגוריה:מחליקות אמנותיות על קרח ישראליות Israeli female models קטגוריה:דוגמניות ישראליות Israeli female singers קטגוריה:זמרות ישראליות Israeli female tennis players קטגוריה:טניסאיות ישראליות Israeli feminists קטגוריה:פמיניסטים ישראלים Israeli fencers קטגוריה:סייפים ישראלים Israeli fighter aircraft קטגוריה:מטוסי קרב מתוצרת ישראל Israeli figure skaters קטגוריה:מחליקים אמנותיים על קרח ישראלים Israeli film actors קטגוריה:שחקני קולנוע וטלוויזיה ישראלים Israeli film awards קטגוריה:פרסי קולנוע ישראלי Israeli film director navigational boxes קטגוריה:תבניות ניווט - יוצרי קולנוע ישראלים Israeli film directors קטגוריה:במאי קולנוע ישראלים Israeli film editors קטגוריה:עורכי קולנוע ישראלים Israeli film producers קטגוריה:מפיקי קולנוע ישראלים Israeli film score composers קטגוריה:מלחיני פסקולים ישראלים Israeli films קטגוריה:סרטים ישראליים Israeli films by genre קטגוריה:סרטים ישראליים לפי סוגה קולנועית Israeli flautists קטגוריה:חלילנים ישראלים Israeli folk dancing ריקודי עם בישראל Israeli football clubs in European football קטגוריה:קבוצות כדורגל ישראליות במפעלים האירופיים Israeli football managers קטגוריה:מאמני כדורגל ישראלים Israeli football referees קטגוריה:שופטי כדורגל ישראלים Israeli footballers קטגוריה:כדורגלנים ישראלים Israeli generals קטגוריה:אלופי צה"ל Israeli geneticists קטגוריה:גנטיקאים ישראלים Israeli geographers קטגוריה:גאוגרפים ישראלים Israeli geologists קטגוריה:גאולוגים ישראלים Israeli golfers קטגוריה:שחקני גולף ישראלים Israeli government officials convicted of crimes קטגוריה:אישי ציבור ישראלים שהורשעו בדין Israeli governments קטגוריה:ממשלות ישראל Israeli graffiti artists קטגוריה:אמני גרפיטי ישראלים Israeli graphic designers קטגוריה:גרפיקאים ישראלים Israeli guitarists קטגוריה:גיטריסטים ישראלים Israeli gymnasts קטגוריה:מתעמלים ישראלים Israeli handball clubs קטגוריה:קבוצות כדוריד ישראליות Israeli handball players קטגוריה:שחקני כדוריד ישראלים Israeli hazzans קטגוריה:חזנים ישראלים Israeli heavy metal musical groups קטגוריה:להקות מטאל ישראליות Israeli high jumpers קטגוריה:קופצים לגובה ישראלים Israeli hip hop ראפ והיפ הופ ישראלי Israeli hip hop groups קטגוריה:להקות ראפ והיפ הופ ישראליות Israeli historians קטגוריה:היסטוריונים ישראלים Israeli horror films קטגוריה:סרטי אימה ישראליים Israeli identity card תעודת זהות Israeli illustrators קטגוריה:מאיירים ישראלים Israeli independent films קטגוריה:סרטים ישראליים עצמאיים Israeli industrial designers קטגוריה:מעצבים תעשייתיים ישראלים Israeli intelligence agencies קטגוריה:קהילת המודיעין הישראלית Israeli inventions קטגוריה:ישראל: המצאות Israeli inventors קטגוריה:ממציאים ישראלים Israeli jazz קטגוריה:ג'אז ישראלי Israeli jewellery designers קטגוריה:תכשיטנים ישראלים Israeli journalism awards קטגוריה:פרסים ישראליים לעיתונאות Israeli journalists קטגוריה:עיתונאים ישראלים Israeli judges קטגוריה:שופטים ישראלים Israeli judoka קטגוריה:ג'ודוקא ישראלים Israeli jurists קטגוריה:משפטנים ישראלים Israeli labour law קטגוריה:ישראל: דיני עבודה Israeli law המשפט בישראל Israeli law קטגוריה:ישראל: חוק ומשפט Israeli laws קטגוריה:ישראל: חוקים Israeli lawyers קטגוריה:עורכי דין ישראלים Israeli legal scholars קטגוריה:חוקרי משפט ישראלים Israeli legislative elections קטגוריה:מערכות בחירות לכנסת Israeli lexicographers קטגוריה:מילונאים ישראלים Israeli librarians קטגוריה:ספרנים ומידענים ישראלים Israeli linguists קטגוריה:בלשנים ישראלים Israeli literary awards קטגוריה:פרסי ספרות ישראליים Israeli literary critics קטגוריה:מבקרי ספרות ישראלים Israeli literary magazines קטגוריה:ישראל: כתבי עת ספרותיים Israeli literature ספרות ישראלית Israeli literature קטגוריה:ספרות ישראלית Israeli long jumpers קטגוריה:קופצים לרוחק ישראלים Israeli long-distance runners קטגוריה:רצים ישראלים למרחקים ארוכים Israeli mafia פשע מאורגן בישראל Israeli magazines קטגוריה:ישראל: כתבי עת Israeli male models קטגוריה:דוגמנים ישראלים Israeli management consultants קטגוריה:יועצים ארגוניים ישראלים Israeli marathon runners קטגוריה:רצי מרתון ישראלים Israeli martial artists קטגוריה:אמני לחימה ישראלים Israeli martial arts קטגוריה:אמנויות לחימה ישראליות Israeli mathematicians קטגוריה:מתמטיקאים ישראלים Israeli microbiologists קטגוריה:מיקרוביולוגים ישראלים Israeli middle-distance runners קטגוריה:רצים ישראלים למרחקים בינוניים Israeli military casualties קטגוריה:חללי צה"ל Israeli military casualties of Yom Kippur War קטגוריה:חללי צה"ל במלחמת יום הכיפורים Israeli military casualties of the Six-Day War קטגוריה:חללי צה"ל במלחמת ששת הימים Israeli military decorations עיטורי צה"ל Israeli military personnel קטגוריה:אנשי מערכת הביטחון Israeli military physicians קטגוריה:רופאי חיל הרפואה Israeli models קטגוריה:דוגמניות ישראליות Israeli murderers קטגוריה:מורשעים בעבירות המתה בישראל Israeli music קטגוריה:מוזיקה ישראלית Israeli music educators קטגוריה:מורים למוזיקה בישראל Israeli musical groups קטגוריה:להקות ישראליות Israeli musicians קטגוריה:מוזיקאים ישראלים Israeli musicologists קטגוריה:מוזיקולוגים ישראלים Israeli nationality law חוק האזרחות Israeli naval campaign in Operation Yoav חיל הים הישראלי במלחמת העצמאות#מבצע יואב Israeli neurologists קטגוריה:נוירולוגים ישראלים Israeli neuroscientists קטגוריה:מדעני עצב ישראלים Israeli new shekel שקל חדש Israeli news websites קטגוריה:אתרי חדשות ישראליים Israeli newspaper editors קטגוריה:עורכי עיתונים ישראלים Israeli non-fiction writers קטגוריה:כותבי ספרי עיון ישראלים Israeli novels קטגוריה:רומנים עבריים Israeli nuclear development קטגוריה:ישראל: גרעין Israeli nurses קטגוריה:אחים ואחיות ישראלים Israeli occupation of Southern Lebanon רצועת הביטחון Israeli oncologists קטגוריה:אונקולוגים ישראלים Israeli opera singers קטגוריה:זמרי אופרה ישראלים Israeli operations in the 1948 war תבנית:מבצעי צה"ל במלחמת העצמאות Israeli opinion journalists קטגוריה:פובליציסטים ישראלים Israeli orchestras קטגוריה:תזמורות ישראליות Israeli order of precedence סדרי קדימה ממלכתיים Israeli outpost מאחז Israeli pacifists קטגוריה:פציפיסטים ישראלים Israeli painters קטגוריה:ציירים ישראלים Israeli paradox הפרדוקס הישראלי Israeli pediatricians קטגוריה:רופאי ילדים ישראלים Israeli people קטגוריה:ישראלים Israeli people by occupation קטגוריה:ישראלים לפי מקצוע Israeli people by war קטגוריה:ישראלים לפי מלחמה Israeli people of the 1948 Arab–Israeli War קטגוריה:ישראלים במלחמת העצמאות Israeli people of the Yom Kippur War קטגוריה:ישראלים במלחמת יום הכיפורים Israeli people stubs קטגוריה:קצרמר ישראלים Israeli people taken hostage קטגוריה:בני ערובה ישראלים Israeli people with disabilities קטגוריה:נכות: ישראלים Israeli philanthropists קטגוריה:נדבנים ישראלים Israeli philologists קטגוריה:פילולוגים ישראלים Israeli philosophers קטגוריה:פילוסופים ישראלים Israeli photographers קטגוריה:צלמים ישראלים Israeli photojournalists קטגוריה:צלמי עיתונות ישראלים Israeli physicians קטגוריה:רופאים ישראלים Israeli physicists קטגוריה:פיזיקאים ישראלים Israeli physiologists קטגוריה:מדעני פיזיולוגיה ישראלים Israeli pianists קטגוריה:פסנתרנים ישראלים Israeli plays קטגוריה:מחזות ישראליים Israeli poets קטגוריה:משוררים ישראלים Israeli pole vaulters קטגוריה:קופצים במוט ישראלים Israeli police chiefs קטגוריה:מפכ"לי משטרת ישראל Israeli police officers קטגוריה:שוטרים ישראלים Israeli political parties תבנית:סיעות הכנסת ה-19 Israeli political scientists קטגוריה:חוקרי מדע המדינה ישראלים Israeli politicians קטגוריה:פוליטיקאים ישראלים Israeli pop music groups קטגוריה:להקות פופ ישראליות Israeli pop singers קטגוריה:זמרי פופ ישראלים Israeli pound לירה ישראלית Israeli presidential elections תבנית:הבחירות לנשיאות ישראל Israeli prisoners of war קטגוריה:שבויי צה"ל Israeli pruta פרוטה Israeli psychiatrists קטגוריה:פסיכיאטרים ישראלים Israeli psychologists קטגוריה:פסיכולוגים ישראלים Israeli psychotherapists קטגוריה:פסיכותרפיסטים ישראלים Israeli public domain images קטגוריה:ויקיפדיה - תמונות PD ישראל Israeli publishers קטגוריה:מו"לים ישראלים Israeli punk rock groups קטגוריה:להקות פאנק Israeli rabbis קטגוריה:רבנים ישראלים Israeli racing drivers קטגוריה:נהגי מכוניות מרוץ ישראלים Israeli radio personalities קטגוריה:אנשי רדיו ישראלים Israeli rappers קטגוריה:ראפרים ישראלים Israeli reality television series קטגוריה:תוכניות מציאות ישראליות Israeli record producers קטגוריה:מפיקים מוזיקליים ישראלים Israeli rhythmic gymnasts קטגוריה:מתעמלות אומנותיות ישראליות Israeli rock רוק ישראלי Israeli rock music groups קטגוריה:להקות רוק ישראליות Israeli rock singers קטגוריה:זמרי רוק ישראלים Israeli rowers קטגוריה:חותרים ישראלים Israeli sailors קטגוריה:ימאים ישראלים Israeli sailors קטגוריה:שייטים ישראלים Israeli salad סלט ירקות ישראלי Israeli science fiction films קטגוריה:סרטי מדע בדיוני ופנטזיה ישראליים Israeli science fiction writers קטגוריה:סופרי מדע בדיוני ישראלים Israeli scientists קטגוריה:מדענים ישראלים Israeli screenwriters קטגוריה:תסריטאי קולנוע ישראלים Israeli sculptors קטגוריה:פסלים ישראלים Israeli sculpture פיסול ישראלי Israeli security forces מערכת הביטחון הישראלית Israeli settlement התנחלות Israeli settlements קטגוריה:התנחלויות Israeli short films קטגוריה:סרטים ישראליים קצרים Israeli short stories קטגוריה:סיפורים קצרים עבריים Israeli singer-songwriters קטגוריה:זמרים-יוצרים ישראלים Israeli singers קטגוריה:זמרים ישראלים Israeli social workers קטגוריה:עובדים סוציאליים ישראלים Israeli society קטגוריה:ישראל: חברה Israeli sociologists קטגוריה:סוציולוגים ישראלים Israeli soldiers קטגוריה:חיילי צה"ל Israeli songwriters קטגוריה:פזמונאים ישראלים Israeli spies קטגוריה:מרגלים שריגלו למען ישראל Israeli sport shooters קטגוריה:קלעים ישראלים Israeli sport wrestlers קטגוריה:מתאבקים ישראלים Israeli sports coaches קטגוריה:מאמנים ישראלים Israeli sportspeople קטגוריה:ספורטאים ישראלים Israeli sportswomen קטגוריה:ספורטאיות ישראליות Israeli sprinters קטגוריה:אצנים ישראלים Israeli stage actors קטגוריה:שחקני תיאטרון ישראלים Israeli stamp designers קטגוריה:מעצבי בולים ישראלים Israeli stand-up comedians קטגוריה:סטנדאפיסטים ישראלים Israeli statisticians קטגוריה:סטטיסטיקאים ישראלים Israeli stock market indices קטגוריה:מדדים של הבורסה לניירות ערך בתל אביב Israeli surgeons קטגוריה:כירורגים ישראלים Israeli swimmers קטגוריה:שחיינים ישראלים Israeli synchronized swimmers קטגוריה:שחייניות צורניות ישראליות Israeli system of government שיטת הממשל בישראל Israeli table tennis players קטגוריה:שחקני טניס שולחן ישראלים Israeli taekwondo practitioners קטגוריה:לוחמי טאקוונדו ישראלים Israeli telenovelas קטגוריה:טלנובלות ישראליות Israeli television critics קטגוריה:מבקרי טלוויזיה ישראלים Israeli television directors קטגוריה:במאי טלוויזיה ישראלים Israeli television news programmes קטגוריה:תוכניות חדשות ואקטואליה Israeli television personalities קטגוריה:אנשי טלוויזיה ישראלים Israeli television presenters קטגוריה:מנחי טלוויזיה ישראלים Israeli television producers קטגוריה:מפיקי טלוויזיה ישראלים Israeli television programmes קטגוריה:תוכניות טלוויזיה ישראליות Israeli television series קטגוריה:סדרות טלוויזיה ישראליות Israeli television series debuts by year קטגוריה:סדרות טלוויזיה ישראליות: לפי זמן Israeli television sitcoms קטגוריה:קומדיות מצבים ישראליות Israeli tennis players קטגוריה:טניסאים ישראלים Israeli terrorism victims קטגוריה:חללי טרור ישראלים Israeli theatre directors קטגוריה:במאי תיאטרון ישראלים Israeli thriller films קטגוריה:סרטי מתח ישראליים Israeli top flight seasons תבנית:עונות בליגה עליונה בכדורגל Israeli trade unionists קטגוריה:פעילי ההסתדרות הכללית Israeli translators קטגוריה:מתרגמים ישראלים Israeli triathletes קטגוריה:טריאתלטים ישראלים Israeli triple jumpers קטגוריה:קופצי משולשת ישראלים Israeli violinists קטגוריה:כנרים ישראלים Israeli voice actors קטגוריה:מדבבים ישראלים Israeli volleyball players קטגוריה:שחקני כדורעף ישראלים Israeli war casualties קטגוריה:חללי מערכות ישראל Israeli wars תבנית:מלחמות ישראל Israeli websites קטגוריה:אתרי אינטרנט ישראליים Israeli weightlifters קטגוריה:מרימי משקולות ישראלים Israeli whist ויסט ישראלי Israeli windsurfers קטגוריה:גולשי רוח ישראלים Israeli wine יין בארץ ישראל Israeli wine קטגוריה:יין בארץ ישראל Israeli women's basketball players קטגוריה:כדורסלניות ישראליות Israeli women's footballers קטגוריה:כדורגלניות ישראליות Israeli writers קטגוריה:סופרים ישראלים Israeli zoologists קטגוריה:זואולוגים ישראלים Israeli-American Council ארגון הקהילה הישראלית-אמריקאית Israelis ישראלים Israelite Central Consistory of France הקונסיסטוריה המרכזית של יהודי צרפת Israelite Tower המגדל הישראלי Israelites קטגוריה:שבטי ישראל Israelites שנים עשר שבטי ישראל Israelization ישראליזציה Israeli–Lebanese conflict קטגוריה:יחסי ישראל-לבנון Israeli–Palestinian conflict גל הטרור הפלסטיני Israeli–Palestinian conflict הסכסוך הישראלי-פלסטיני Israeli–Palestinian conflict קטגוריה:הסכסוך הישראלי-פלסטיני Israeli–Palestinian conflict תבנית:הסכסוך הישראלי פלסטיני Israeli–Palestinian conflict films קטגוריה:סרטים על הסכסוך הישראלי-פלסטיני Israeli–Palestinian peace process קטגוריה:תהליך השלום הישראלי-פלסטיני Israeli–Palestinian peace process תהליך השלום הישראלי-פלסטיני Israelpres תבנית:נשיאי ישראל Israel–Egypt barrier גדר הגבול ישראל-מצרים Israel–European Union relations יחסי האיחוד האירופי-ישראל Israel–Federated States of Micronesia relations יחסי ישראל-מיקרונזיה Israel–Gaza barrier גדר המערכת סביב רצועת עזה Israel–Italy relations יחסי איטליה-ישראל Israel–Italy relations קטגוריה:יחסי איטליה-ישראל Israel–Japan relations יחסי יפן-ישראל Israel–Japan relations קטגוריה:יחסי יפן-ישראל Israel–Jordan peace treaty הסכם השלום בין ישראל לירדן Israel–Jordan relations יחסי ירדן-ישראל Israel–Jordan relations קטגוריה:יחסי ירדן-ישראל Israel–Kazakhstan relations יחסי ישראל-קזחסטן Israel–Kenya relations יחסי ישראל-קניה Israel–Kosovo relations יחסי ישראל-קוסובו Israel–Kuwait relations יחסי ישראל-כווית Israel–Lebanon relations יחסי ישראל-לבנון Israel–Lithuania relations יחסי ישראל-ליטא Israel–Malawi relations יחסי ישראל-מלאווי Israel–Malaysia relations יחסי ישראל-מלזיה Israel–Maldives relations יחסי ישראל-האיים המלדיביים Israel–Marshall Islands relations יחסי איי מרשל-ישראל Israel–Mauritania relations יחסי ישראל-מאוריטניה Israel–Mexico relations יחסי ישראל-מקסיקו Israel–Namibia relations יחסי ישראל-נמיביה Israel–Nauru relations יחסי ישראל-נאורו Israel–Nepal relations יחסי ישראל-נפאל Israel–Netherlands relations יחסי הולנד-ישראל Israel–New Zealand relations יחסי ישראל-ניו זילנד Israel–Niger relations יחסי ישראל-ניז'ר Israel–Nigeria relations יחסי ישראל-ניגריה Israel–North Korea relations יחסי ישראל-קוריאה הצפונית Israel–Norway relations יחסי ישראל-נורווגיה Israel–Norway relations קטגוריה:יחסי ישראל-נורווגיה Israel–Oman relations יחסי ישראל-עומאן Israel–Pakistan relations יחסי ישראל-פקיסטן Israel–Palau relations יחסי ישראל-פלאו Israel–Papua New Guinea relations יחסי ישראל-פפואה גינאה החדשה Israel–Peru relations יחסי ישראל-פרו Israel–Philippines relations יחסי הפיליפינים-ישראל Israel–Poland relations יחסי ישראל-פולין Israel–Poland relations קטגוריה:יחסי ישראל-פולין Israel–Qatar relations יחסי ישראל-קטר Israel–Republic of Macedonia relations יחסי ישראל-מקדוניה Israel–Romania relations יחסי ישראל-רומניה Israel–Russia relations יחסי ישראל-רוסיה Israel–Saudi Arabia relations יחסי ישראל-ערב הסעודית Israel–Serbia relations יחסי ישראל-סרביה Israel–Singapore relations יחסי ישראל-סינגפור Israel–Singapore relations קטגוריה:יחסי ישראל-סינגפור Israel–South Africa relations יחסי דרום אפריקה-ישראל Israel–South Africa relations קטגוריה:יחסי דרום אפריקה-ישראל Israel–South Korea relations יחסי ישראל-קוריאה הדרומית Israel–South Sudan relations יחסי דרום סודאן-ישראל Israel–Soviet Union relations קטגוריה:יחסי ברית המועצות-ישראל Israel–Spain relations יחסי ישראל-ספרד Israel–Sweden relations יחסי ישראל-שוודיה Israel–Sweden relations קטגוריה:יחסי ישראל-שוודיה Israel–Switzerland relations יחסי ישראל-שווייץ Israel–Syria relations יחסי ישראל-סוריה Israel–Syria relations קטגוריה:יחסי ישראל-סוריה Israel–Thailand relations יחסי ישראל-תאילנד Israel–Thailand relations קטגוריה:יחסי ישראל-תאילנד Israel–Tunisia relations יחסי ישראל-תוניסיה Israel–Turkey relations יחסי טורקיה-ישראל Israel–Turkey relations קטגוריה:יחסי טורקיה-ישראל Israel–Uganda relations יחסי אוגנדה-ישראל Israel–Ukraine relations יחסי אוקראינה-ישראל Israel–United Arab Emirates relations יחסי איחוד האמירויות הערביות-ישראל Israel–United Kingdom relations יחסי הממלכה המאוחדת-ישראל Israel–United Kingdom relations קטגוריה:יחסי בריטניה-ישראל Israel–United States military relations יחסי ארצות הברית-ישראל#שיתוף פעולה ביטחוני Israel–United States relations יחסי ארצות הברית-ישראל Israel–United States relations קטגוריה:יחסי ארצות הברית-ישראל Israel–Uruguay relations יחסי אורוגוואי-ישראל Israel–Venezuela relations יחסי ונצואלה-ישראל Israel–Venezuela relations קטגוריה:יחסי ונצואלה-ישראל Israel–Vietnam relations יחסי וייטנאם-ישראל Israel–Yemen relations יחסי ישראל-תימן Israel–Zimbabwe relations יחסי זימבבואה-ישראל Israil Bercovici ישראל ברקוביץ' Israir Airlines ישראייר Isramco ישראמקו Isratin פתרון מדינה אחת Isrotel ישרוטל Isrotel Tower מגדל ישרוטל Isru chag אסרו חג Issa עיסה Issa Boullata עיסא בולאטה Issachar יששכר Issachar Berend Lehmann יששכר ברנד להמן Issachar ben Mordecai ibn Susan יששכר בן מרדכי אבן סוסאן Issai Schur ישי שור Issam Makhoul עיסאם מח'ול Issam Sartawi עיסאם סרטאווי Issawi Frej עיסווי פריג' Issay Dobrowen איזאיי דוברובן Isser Be'eri איסר בארי Isser Harel איסר הראל Isser Yehuda Unterman איסר יהודה אונטרמן Isser Zalman Meltzer איסר זלמן מלצר Isserles איסרליס Issey Miyake איסי מיאקי Issi ben Judah איסי בן יהודה Issoumaila Lingane איסומאילה לינגאנה Issta איסתא ליינס Issued shares הון מניות#הון מונפק Issuu Issuu Issyk-Kul איסיק קול Istanbul איסטנבול Istanbul קטגוריה:איסטנבול Istanbul Archaeology Museums המוזיאונים לארכאולוגיה של איסטנבול Istanbul Atatürk Airport נמל התעופה הבינלאומי איסטנבול אטאטורק Istanbul Biennial הביאנלה של איסטנבול Istanbul Grand Bazaar הבזאר הגדול Istanbul Metro הרכבת התחתית של איסטנבול Istanbul New Airport נמל התעופה החדש של איסטנבול Istanbul Protocol פרוטוקול איסטנבול Istanbul Province איסטנבול Istanbul modern tramways החשמלית המודרנית באיסטנבול Istanbul nostalgic tramways החשמלית הנוסטלגית Istanbul pogrom פרעות איסטנבול Isthmian Games המשחקים האיסתמיים Isthmus of Corinth מצר קורינתוס Isthmus of Panama מצר פנמה Isthmus of Perekop מצר פרקופ Isthmuses קטגוריה:מצרי יבשה Istiophoridae קטגוריה:מפרשניים Istiqlal איסתיקלאל Istituto Marangoni מכון מרנגוני Istočno Sarajevo סרייבו המזרחית Istria איסטריה István Barta אישטוואן ברטה István Borzsák אישטוואן בורז'אק István Hamar אישטוון האמר István Kertész אישטוון קרטס István Pisont אישטוון פישונט István Sallói אישטוון שאלוי István Szabó אישטוואן סאבו István Széchenyi אישטוון סצ'ני István Tisza אישטוון טיסה István Örkény אישטוואן ארקין Isère איזר Is–ought problem בעיית הראוי-מצוי It זה It Ain't Necessarily So It Ain't Necessarily So It Don't Mean a Thing It Don't Mean a Thing It Gets Better Project It Gets Better It Happened One Night זה קרה לילה אחד It Happened in Brooklyn זה קרה בברוקלין It Might as Well Be Swing It Might as Well Be Swing It Takes Two הילדות התחלפו מותק It Takes a Nation of Millions to Hold Us Back It Takes A Nation of Millions To Hold Us Back It Will Rain It Will Rain It Won't Be Soon Before Long It Won't Be Soon Before Long It is Burning העיירה בוערת It's About Time It's About Time It's Always Sunny in Philadelphia פילדלפיה זורחת It's Complicated זה מסובך It's Fun to Be Free רוחות אפלות מצחקקות It's Kind of a Funny Story סיפור מצחיק It's My Life It's My Life It's Now or Never It's Now or Never It's Punky Brewster מיקי צ'יק צ'אק ועוד It's Tough to Be a Bug! קשה להיות חרק! It's You It's Not Me It's You It's Not Me It's a Small World זה עולם קטן It's a Wonderful Life אלו חיים נפלאים Itai איתי Itai Anghel איתי אנגל Itai Chammah איתי צ'מה Itai Maggidi איתי מגידי Itaipava Arena Fonte Nova ארנה פונטה נובה Itaipava Arena Pernambuco ארנה פרנמבוקו Itaipu Dam סכר איטייפו Italia Marittima איטליה מאריטימה Italian Air Force חיל האוויר האיטלקי Italian Armed Forces הכוחות המזוינים של איטליה Italian Army צבא איטליה Italian Army in Russia הארמייה השמינית Italian Basketball Cup הגביע האיטלקי בכדורסל Italian Campaign הזירה האיטלקית במלחמת העולם השנייה Italian Communist Party המפלגה הקומוניסטית האיטלקית Italian Cricket Federation פדרציית הקריקט האיטלקית Italian Cycling Federation פדרציית האופניים האיטלקית Italian East Africa מזרח אפריקה האיטלקית Italian East Africa קטגוריה:אתיופיה: התקופה האיטלקית Italian Empire האימפריה האיטלקית Italian Eurovision Song Contest entrants קטגוריה:נציגי איטליה באירוויזיון Italian Fascism איטליה הפאשיסטית Italian Football Federation התאחדות הכדורגל האיטלקית Italian Football Hall of Fame היכל התהילה של הכדורגל האיטלקי Italian Freemasons קטגוריה:איטלקים חברי הבונים החופשיים Italian Front החזית האיטלקית במלחמת העולם הראשונה Italian Gambit פתיחה איטלקית Italian Greyhound גרייהאונד איטלקי Italian Jewish communities קטגוריה:קהילות יהודיות באיטליה Italian Jews קטגוריה:יהודים איטלקים Italian Ministers of Defence קטגוריה:שרי ההגנה של איטליה Italian Ministers of Justice קטגוריה:שרי המשפטים של איטליה Italian National Olympic Committee הוועד האולימפי האיטלקי Italian Navy הצי האיטלקי Italian Navy קטגוריה:הצי האיטלקי Italian Nobel laureates קטגוריה:זוכי פרס נובל איטלקים Italian Parliament הפרלמנט האיטלקי Italian Peninsula חצי האי האפניני Italian Renaissance הרנסאנס האיטלקי Italian Renaissance painting ציור איטלקי ברנסאנס Italian Republic הרפובליקה האיטלקית Italian Righteous Among the Nations קטגוריה:איטלקים חסידי אומות העולם Italian Rugby Federation פדרציית הרוגבי באיטליה Italian Social Republic הרפובליקה הסוציאלית האיטלקית Italian Somaliland סומליה האיטלקית Italian Space Agency סוכנות החלל האיטלקית Italian Synagogue בית הכנסת האיטלקי Italian War of 1521–26 המלחמה האיטלקית 1521–1526 Italian War of 1542–46 המלחמה האיטלקית 1542–1546 Italian Wars המלחמות האיטלקיות Italian Wars קטגוריה:המלחמות האיטלקיות Italian Wikipedia ויקיפדיה האיטלקית Italian action films קטגוריה:סרטי פעולה איטלקיים Italian actors קטגוריה:שחקני קולנוע וטלוויזיה איטלקים Italian admirals קטגוריה:אדמירלים איטלקים Italian anarchists קטגוריה:אנרכיסטים איטלקים Italian anatomists קטגוריה:אנטומיסטים איטלקים Italian archaeologists קטגוריה:ארכאולוגים איטלקים Italian architects קטגוריה:אדריכלים איטלקים Italian artists קטגוריה:אמנים איטלקים Italian astronomers קטגוריה:אסטרונומים איטלקים Italian athletes קטגוריה:אתלטים איטלקים Italian autobiographers קטגוריה:כותבי אוטוביוגרפיה איטלקים Italian aviators קטגוריה:טייסים איטלקים Italian basketball coaches קטגוריה:מאמני כדורסל איטלקים Italian basketball players קטגוריה:כדורסלנים איטלקים Italian biologists קטגוריה:ביולוגים איטלקים Italian bombing of Mandatory Palestine in World War II הפצצת חיל האוויר האיטלקי על תל אביב Italian businesspeople קטגוריה:אנשי עסקים איטלקים Italian cardinals קטגוריה:חשמנים איטלקים Italian cheeses קטגוריה:גבינות איטלקיות Italian chemists קטגוריה:כימאים איטלקים Italian chess players קטגוריה:שחמטאים איטלקים Italian children's writers קטגוריה:סופרי ילדים ונוער איטלקים Italian classical cellists קטגוריה:צ'לנים איטלקים Italian clergy קטגוריה:אנשי דת איטלקים Italian composers קטגוריה:מלחינים איטלקים Italian conductors קטגוריה:מנצחים איטלקים Italian cuisine המטבח האיטלקי Italian cuisine קטגוריה:המטבח האיטלקי Italian culture קטגוריה:איטליה: תרבות Italian cyclists קטגוריה:רוכבי אופניים איטלקים Italian designers קטגוריה:מעצבים איטלקים Italian desserts קטגוריה:קינוחים איטלקיים Italian directors קטגוריה:במאים איטלקים Italian divers קטגוריה:קופצים למים איטלקים Italian drama films קטגוריה:סרטי דרמה איטלקיים Italian dramatists and playwrights קטגוריה:מחזאים איטלקים Italian 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Itay Talgam איתי טלגם Itay Tiran איתי טיראן Itayba משתמש:Itayba Itch גירוד Itchan Kala איצ'אן קלה Itche Menahem איצ'ה מנחם Itchymole/System76 דל Iter-pisha איטר-פישה Iterated logarithm לוגריתם חוזר Iteration איטרציה Iterator איטרטור Ithaca איתקה Ithamar איתמר הכהן Ithamar Handelman Smith איתמר הנדלמן סמית Itinerarium Burdigalense המסע מבורדו Iton 77 עתון 77 Iton Meyuhad עיתון מיוחד Itsatraplin/sandbox פיגור שכלי Itshak Holtz יצחק הולץ Itska Rizhinashvili איצקה ריז'ינאשווילי Itsukushima איצוקושימה Itsukushima Shrine מקדש השינטו באיצוקושימה Itsy Bitsy Teenie Weenie Yellow Polkadot Bikini Itsy Bitsy Teenie Weenie Yellow Polka Dot Bikini Ittihad FC אל-איתיחאד Ittihad FC players קטגוריה:כדורגלני אל-איתיחאד Itty Bitty Titty Committee אגודת איטי ביטי טיטי Itunes תבנית:Itunes Ituran איתוראן Iturea יטורים Iturup איטורופ Itz co משתמש:Itz co Itzehoe יצהו Itzhak Arnon יצחק ארנון Itzhak Ben David יצחק בן דוד Itzhak Bentov יצחק בנטוב Itzhak Drucker יצחק דרוקר Itzhak Fintzi יצחק פינצי Itzhak Gilboa יצחק גלבוע Itzhak Katzenelson יצחק קצנלסון Itzhak Levanon יצחק לבנון Itzhak Mamistvalov יצחק ממיסטבאלוב Itzhak Perlman יצחק פרלמן Itzhak Rashkovsky יצחק רשקובסקי Itzhak Schneor יצחק שניאור Itzhak Shum יצחק שום Itzhak Vissoker יצחק ויסוקר Itzik Azuz איציק עזוז Itzik Cohen איציק כהן Itzik Feffer איציק פפר Itzik Galili איציק גלילי Itzik Kala איציק קלה Itzik Kol איציק קול Itzik Kornfein איציק קורנפיין Itzik Manger איציק מאנגר Itzik Shmuli איציק שמולי Itzik Zohar איציק זוהר Itzkovitch בית הכנסת איצקוביץ' Itô's lemma הלמה של איטו Itō Hirobumi איטו הירובומי Iuliu Barasch יוליו באראש Iuliu Maniu יוליו מאניו Iullus Antonius יולוס אנטוניוס Iulon Gagoshidze איאולון גגושידזה Iurie Leancă יוריה ליאנקה Ius in re דיני קניין Iva Toguri D'Aquino איוה איקוקו טוג'ורי Ivalice Ivalice Alliance Ivan Aivazovsky איוואן אייווזובסקי Ivan Alexander of Bulgaria קיסר בולגריה איוואן אלכסנדר Ivan Asen II of Bulgaria קיסר בולגריה איוואן אסן השני Ivan Bagramyan איוואן בגרמיאן Ivan Basso איוואן באסו Ivan Bunin איוואן בונין Ivan Chernyakhovsky איוואן צ'רניאחובסקי Ivan Davidovich Lazarev איוואן דווידוביץ' לאזרב Ivan Durnovo איוואן דורנובו Ivan Evstratiev Geshov איוואן גשוב Ivan Franko איוואן פרנקו Ivan Galamian איוואן גלאמיאן Ivan Gašparovič איוואן גשפארוביץ' Ivan Goncharov איוואן גונצ'רוב Ivan Goremykin איוואן גורמיקין Ivan Gudovich איוואן גודוביץ' Ivan Herceg איוואן הרצג Ivan Hetsko איוואן גצקו Ivan I of Moscow נסיך מוסקבה איוואן הראשון Ivan II of Moscow נסיך מוסקבה איוואן השני Ivan III of Russia איוואן השלישי Ivan Illich איוואן איליץ' Ivan Ivanov איבן איבנוב Ivan Ivanov Bagryanov איוואן בגריאנוב Ivan Jastrebov איוואן יאסטרבוב Ivan Jolić איוואן יוליץ' Ivan Joseph Martin Osiier איוואן אוסייר Ivan Jovanović איוואן יובאנוביץ' Ivan Kakovitch איוואן קאקוביץ' Ivan Kalyayev איוואן קלאייב Ivan Klasnić איבן קלאסניץ' Ivan Kleymyonov איוואן קליימיונוב Ivan Klíma איוואן קלימה Ivan Kolev איוואן קולב Ivan Konev איוואן קונייב Ivan Kostov איוואן קוסטוב Ivan Kozhedub איוואן קוז'דוב Ivan Kramskoi איוואן קראמסקוי Ivan Krylov איוואן קרילוב Ivan Lendl איוואן לנדל Ivan Lukov איוואן לוקוב Ivan Malkhazovich Andronnikov איוון מלחזוביץ' אנדרוניקוב Ivan Martos איוואן מרטוס Ivan Matveyevich Vinogradov איוואן וינוגרדוב Ivan Mazepa איוואן מזפה Ivan Moskvin איוואן מוסקבין Ivan Novoseltsev איוואן נובוסלצב Ivan Panfilov איוואן פאנפילוב Ivan Papanin איוואן פאפאנין Ivan Paskevich איוואן פסקביץ' Ivan Patzaichin איוואן פטזאיקין Ivan Pavlov איוואן פבלוב Ivan Perišić איוואן פרישיץ' Ivan Pyryev איוואן פירייב Ivan Rakitić איוואן רקיטיץ' Ivan Rebroff איוואן רברוף Ivan Ribar איבן ריבר Ivan Saenko איוואן סאיינקו Ivan Safronov איוואן ספרונוב Ivan Shishkin איוואן שישקין Ivan Shishman of Bulgaria קיסר בולגריה איוואן שישמן Ivan Sratsimir of Bulgaria קיסר בולגריה איוואן סרצימיר Ivan Stephen of Bulgaria קיסר בולגריה איוואן סטפן Ivan Tričkovski איבן טריצ'קובסקי Ivan Turgenev איוון טורגנייב Ivan Ukhov איוואן אוחוב Ivan V of Russia איוואן החמישי Ivan VI of Russia קיסר רוסיה איוואן השישי Ivan Vladimirovich Michurin איוואן מיצ'ורין Ivan Vranetić איוואן ורנטיץ' Ivan Vuković איבן ווקוביץ' Ivan Yakubovsky איוואן יאקובובסקי Ivan Yefremov איוואן יפרמוב Ivan the Great Bell Tower מגדל הפעמונים של איוואן הגדול Ivan the Terrible איוואן האיום Ivan the Terrible איוואן הרביעי Ivan Živanović איוואן ז'יבנוביץ' IvanLanin משתמש:IvanLanin Ivana Baquero איוואנה בקרו Ivana Brlić-Mažuranić איוונה ברליץ'-מז'וראניץ' Ivanava איבאנבה Ivane Abazasdze איוואן אבאזאסדזה Ivane Andronikashvili איוואן אנדרוניקשווילי Ivane Machabeli איוואנה מצ'בלי Ivanhoe אייבנהו Ivanka Trump איוונקה טראמפ Ivanković איוואנוב Ivano-Frankivsk איוונו-פרנקיבסק Ivano-Frankivsk Oblast איוונו-פרנקיבסק Ivano-Frankivsk Oblast קטגוריה:מחוז איוונו-פרנקיבסק Ivanoff איוואנוב Ivanopil איוונופיל Ivanov איוואנוב Ivanovo איוואנובו Ivanovo Oblast איוואנובו Ivanovskaya Square כיכר איוואנובסקיה Ivanovski איוואנוב Ivanovsky איוואנוב Ivar Aasen איבאר אוסן Ivar Ballangrud איבאר בלאנגרוד Ivar Lissner איבר ליסנר Iveco איווקו Iveco LMV Iveco LMV Iver Fossum איבר פוסום Iverson bracket סוגריי אייברסון Ives אייבס Iveta Radičová איווטה רדיצ'ובה Ivete Sangalo איווטי סנגלו Ivica Dačić איוויצה דאצ'יץ' Ivica Iliev איוויצה אילייב Ivica Matković איוויצה מאטקוביץ' Ivica Olić איוויצה אוליץ' Ivica Vastić איביצה ואסטיץ' Ivica Zubac איביצה זובאץ Iviron מנזר איווירון Ivo Andrić איוו אנדריץ' Ivo Goldstein איבו גולדשטיין Ivo Josipović איוו יוסיפוביץ' Ivo Miro Jović איבו מירו יוביץ' Ivo Pogorelić איוו פוגורליץ' Ivo Sanader איבו סאנאדר Ivo Viktor איבו ויקטור Ivo of Kermartin איבו Ivorian culture קטגוריה:חוף השנהב: תרבות Ivorian footballers קטגוריה:כדורגלנים מחוף השנהב Ivorian music קטגוריה:חוף השנהב: מוזיקה Ivorian musicians קטגוריה:מוזיקאים מחוף השנהב Ivorian people קטגוריה:איווארים Ivorian singers קטגוריה:זמרים מחוף השנהב Ivorian sportspeople קטגוריה:ספורטאים מחוף השנהב Ivory שנהב Ivory Coast חוף השנהב Ivory Coast קטגוריה:חוף השנהב Ivory Coast at the Olympics חוף השנהב במשחקים האולימפיים Ivory Coast at the Paralympics חוף השנהב במשחקים הפאראלימפיים Ivory Coast international footballers קטגוריה:כדורגלני נבחרת חוף השנהב Ivory Coast national basketball team נבחרת חוף השנהב בכדורסל Ivory Coast national football team נבחרת חוף השנהב בכדורגל Ivory Coast national football team navigational boxes קטגוריה:סגלי נבחרת חוף השנהב בכדורגל Ivory Coast squad 2006 FIFA World Cup תבנית:נבחרת חוף השנהב במונדיאל 2006 Ivory Coast squad 2010 FIFA World Cup תבנית:נבחרת חוף השנהב במונדיאל 2010 Ivory Coast squad 2014 FIFA World Cup תבנית:נבחרת חוף השנהב במונדיאל 2014 Ivory Coast templates קטגוריה:תבניות ניווט - חוף השנהב Ivory Coast women's national football team נבחרת חוף השנהב בכדורגל נשים Ivory gull שחף שנהב Ivory pomegranate רימון השנהב Ivrea איווריאה Ivri Lider עברי לידר Ivry Gitlis עברי גיטליס Ivry-sur-Seine איברי-סיר-סן Ivy קיסוס Ivy Dumont אייבי דומונט Ivy League ליגת הקיסוס Ivy League תבנית:ליגת הקיסוס Ivyanets איוויינייץ Iván Campo איוואן קאמפו Iván Cervantes איוואן סרבנטס Iván Córdoba איוואן קורדובה Iván Fischer איוואן פישר Iván García איוואן גארסיה Iván Helguera איוואן הלגרה Iván Iglesias איוואן איגלסיאס Iván Pedroso איוואן פדרוסו Iván Zamorano איוואן זמורנו Iván de la Peña איוואן דה לה פנייה Iwakuni איוואקוני Iwakura Mission משלחת איוואקורה Iwami Ginzan Silver Mine איוואמי גינזאן Iwaniska איווניסקה Iwasawa theory תורת איווסווה Iwate Prefecture איווטה Iwo Jima איוו ג'ימה Iwye איוויה Ixiolirion tataricum כחלית ההרים Ixora איקסורה מאוי Iyar אייר Iyar קטגוריה:אייר Iyasu ייאסו Iyasu I קיסר אתיופיה ייאסו הראשון Iyasu II קיסר אתיופיה ייאסו השני Iyasu III קיסר אתיופיה ייאסו השלישי Iyasu IV קיסר אתיופיה ייאסו הרביעי Iyasu V ייאסו החמישי Iyaz Iyaz Iye Abarim עיי העברים Iyoas I קיסר אתיופיה יואס הראשון Iyoas II קיסר אתיופיה יואס השני Iyyun עיון Izabella Scorupco איזבלה סקורופקו Izabo איזבו Izak Aloni יצחק אלוני Izanagi איזאנגי Izanami-no-Mikoto איזאנמי Izberbash איזברבאש Izbica איזביצה Izbica Kujawska איזביצה קויאווסקה Izet Hajrović איזט האירוביץ' Izhak Graziani יצחק גרציאני Izhar Ashdot יזהר אשדות Izhar Cohen יזהר כהן Izhbitza – Radzin חסידות איזביצה ראדזין Izhevsk איז'בסק Izhevsk קטגוריה:איז'בסק Izi Dorot איזי דורות Iziaslav I of Kiev נסיך קייב איזיאסלאב הראשון Izidor Papo איזידור פאפו Izium איזיום Izler Solomon איזלר סולומון Izmail איזמאיל Izmailovo Hotel מלון איזמעילובו Izola איזולה Izrael Poznański ישראל פוזננסקי Izvestia איזבסטיה Izz ad-Din al-Qassam עז א-דין אל-קסאם Izz ad-Din al-Qassam Brigades גדודי עז א-דין אל-קסאם Izzat Darwaza עיזאת דראוזה Izzat Ibrahim al-Douri עיזת איברהים א-דורי Izzeldin Abuelaish עז א-דין אבו אל-עייש Izzy Stradlin איזי סטראדלין Iłów אילוב Iłża אילז'ה J J J Dilla ג'יי דילה J Greb משתמש:J Greb J Street ג'יי סטריט J to tha L–O! The Remixes J to tha L-O! The Remixes J'accuse…! אני מאשים...! J-2 J-2 J-2X J-2X J-pop ג'יי-פופ J. Abrams ג'יי ג'יי אברהמס J. Austin ג'ון אוסטין J. Ballard ג'יימס גראהם באלארד J. Barrie ג'יימס מתיו ברי J. Benjamin ישראל יוסף בנימין J. Bernlef ברנלף J. Bremer ג'יי אר ברמר J. Bury ג'ון בגנל ברי J. C. Fuller ג'ון פרדריק צ'ארלס פולר J. Cale ג'יי ג'יי קייל J. Carrol Naish ג'. קרול נאייש J. Chandor ג'יי. סי. צ'נדור J. Christopher Stevens כריסטופר סטיבנס J. Coetzee ג'ון מקסוול קוטזי J. David Bleich יהודה דוד בלייך J. Edgar ג'יי. אדגר J. Edgar Hoover ג'ון אדגר הובר J. Edgar Hoover Building בניין ג'יי אדגר הובר J. Ewing ג'יי אר יואינג J. G. Le Clézio ז'אן-מארי גוסטאב לה קלזיו J. Hans Jensen יוהנס הנס דניאל ינסן J. Jacobsen יאקוב כריסטיאן יאקובסן J. Johnson ג'יי ג'יי ג'ונסון J. Jonah Jameson ג'יי ג'ונה ג'יימסון J. M. Hertzog ג'יימס ברי מוניק הרצוג J. Meade Falkner ג'ון מיד פוקנר J. Michael Straczynski ג'יי מייקל סטרצ'ינסקי J. Morgan ג'יי פי מורגן J. Morgan ג'יי. פי. מורגן J. Pinnock דנילו פינוק J. Presper Eckert ג'ון פרספר אקרט J. R. Jacob ג'ייקוב פרג' רפאל ג'ייקוב J. R. Licklider ג'יי סי אר ליקלידר J. R. Tolkien ג'ון רונלד רעואל טולקין J. Redick ג'יי ג'יי רדיק J. Robert Oppenheimer רוברט אופנהיימר J. Rowling ג'יי קיי רולינג J. S. Haldane ג'ון הלדיין J. Salinger ג'רום דייוויד סלינג'ר J. Simmons ג'יי. קיי. סימונס J. Smith ג'יי אר סמית' J. Thomson ג'יי. ג'יי. תומסון J. Tippit ג'יי. די. טיפיט J. W. Turner ויליאם טרנר J. Walter Kennedy Citizenship Award גביע האזרחות של וולטר קנדי J. Walter Kennedy Citizenship Award תבנית:גביע האזרחות של וולטר קנדי J. Watt ג'יי. ג'יי. וואט J.J. Goldberg ג'יי ג'יי גולדברג J.Lo J.Lo J.viewz J.Viewz J1 League ליגת העל היפנית בכדורגל J21 משתמש:J21 JACK Audio Connection Kit JACK JADE ג'ייד JAG ג'אג JAR JAR JAXA הסוכנות היפנית לחקר החלל JAn Dudík משתמש:JAn Dudík JAnDbot משתמש:JAnDbot JC Chasez ג'ושוע סקוט שאזיי JC virus JC virus JCB JCB JCB HMEE HMEE JCIV משתמש:JCIV JCS תבנית:יושבי ראש המטות המשולבים JDA Dijon Basket דיז'ון באסקט JDRF האגודה לסוכרת נעורים JDate JDate JDoorjam/Linus Pauling לינוס פאולינג JFK JFK JFK ג'י. אף. קיי - תיק פתוח JFK Olimps JFK אולימפס JJ Feild ג'יי ג'יי פילד JJ Hickson ג'יי ג'יי היקסון JK ג'יי קיי JK Narva Trans נרבה טרנס JK Tervis Pärnu players קטגוריה:כדורגלני טרביס פארנו JLA1.jpg קובץ:JLA1.jpg JLGB בריגדת הבנים והבנות היהודים JLS JLS JLincoln/sandbox מהפכה JMonkeyEngine JMonkey JP Watrin משתמש:JP Watrin JPEG JPEG JPMorgan Chase ג'יי פי מורגן צ'ייס JQuery JQuery JS Centre Salif Keita סאליף קייטה JS Izumo JS Izumo JSC Information Satellite Systems מערכות המידע הלווייניות רשטניוב JSD Partizan פרטיזן בלגרד JSF JSF JSON JSON JSTOR JSTOR JSdeutsch/Trinitrotoluene TNT JTS fanatic1 משתמש:JTS fanatic1 JUNQ and IPOD JUNQ ו-IPOD JUnit JUnit JVC JVC JYJ JYJ Ja Rule ג'ה רול Ja'far al-Sadiq ג'עפר א-צאדק Ja'fari jurisprudence האסכולה הג'עפרית JaVale McGee ג'בייל מגי Jaafar Mohammed Saad ג'עפר מוחמד סעאד Jaakko Hintikka יאקו הינטיקה Jaakobou/Battle of Jenin הקרב בג'נין 2002 Jaana Pelkonen יאנה פלקונן Jaap Penraat יאפ פנראט Jaap Stam יאפ סטאם Jaap van Praag יאן ואן פראך Jaap van Zweden יאפ ואן זביידן Jab'a ג'בעה Jaba ג'בע Jaba Kankava ז'אבה קנקאווה Jabal יבל Jabal Amel רמת תבנין Jabal Druze State מדינת ג'בל א-דרוז Jabal al-Druze הר הדרוזים Jabal al-Tair Island ג'בל א-טייר Jabalia ג'באליה Jabalia Camp מחנה הפליטים ג'באליה Jabari Parker ג'בארי פארקר Jabba the Hutt ג'אבה ההאט Jabbaclam מייקל אואן Jabberwocky ג'ברווקי Jabel Mukaber ג'בל מוכאבר Jaber ג'אבר Jaber Al-Ahmad Al-Sabah ג'אבר אל-אחמד אל-ג'אבר א-סבאח Jabesh-Gilead יבש גלעד Jabez יעבץ Jabez Bunting יעבץ בנטינג Jabin יבין מלך חצור Jabiru יאבירו Jableh ג'בלה Jableh District נפת ג'בלה Jablonka יבלונקה Jabotinsky Medal מסדר ע"ש זאב ז'בוטינסקי Jabr Muadi ג'בר מועדי Jabłonka Kościelna יאבלונקה קושצ'יילנה Jacamar יקמראים Jacana יקאניים Jacanidae קטגוריה:יקאניים Jacaranda mimosifolia סיגלון חד-עלים Jace Everett ג'ייס אוורט Jacek Krzynówek יאצק קז'ינובק Jacek Wszoła יאצק ושולה Jachnun ג'חנון Jacint Verdaguer ז'סינט ורדגר Jacinto Benavente חסינטו בנאבנטה Jack דגלון חרטום Jack מגבה מכני Jack & Bobby ג'ק ובובי Jack & Jill ג'ק וג'יל Jack Albertson ג'ק אלברטסון Jack Bauer ג'ק באואר Jack Black ג'ק בלאק Jack Bruce ג'ק ברוס Jack Butler ג'ק באטלר Jack Charlton ג'ק צ'רלטון Jack Churchill ג'ק צ'רצ'יל Jack Cohen יעקב כהן Jack Coleman ג'ק קולמן Jack Crayston ג'ק קרייסטון Jack Daniel ג'ק דניאל Jack Daniel's ג'ק דניאל'ס Jack Davenport ג'ק דוונפורט Jack DeJohnette ז'אק דז'ונט Jack Dempsey ג'ק דמפסי Jack Dorsey ג'ק דורסי Jack Falahee ג'ק פלאהי Jack Flag ג'ק פלאג Jack Gilford ג'ק גילפורד Jack Gleeson ג'ק גליסון Jack Goody ג'ק גודי Jack Greenwell ג'ק גרינוול Jack Harkness ג'ק הרקנס Jack Hawkins ג'ק הוקינס Jack Higgins ג'ק היגינס Jack Holborn ג'ק הולבורן Jack Horner ג'ון הורנר Jack Humble ג'ק האמבל Jack Huston ג'ק יוסטון Jack Jacobs ג'ק ג'ייקובס Jack Johnson ג'ק ג'ונסון Jack Kelsey ג'ק קלסי Jack Kemp ג'ק קמפ Jack Kerouac ג'ק קרואק Jack Kevorkian ג'ק קבורקיאן Jack Kilby ג'ק קילבי Jack Kirby ג'ק קירבי Jack Klugman ג'ק קלוגמן Jack Kruschen ג'ק קרושן Jack Lambert ג'ק למברט Jack Lang ז'אק לאנג Jack Lemmon ג'ק למון Jack Lew ג'ק לו Jack London ג'ק לונדון Jack Lord ג'ק לורד Jack Lynch ג'ק לינץ' Jack Ma ג'ק מא Jack Mahfar ז'אק מאהפר Jack Mansell ג'ק מנסל Jack Maple ג'ק מייפל Jack Markell ג'ק מרקל Jack Marshall ג'ק מרשל Jack McBrayer ג'ק מקברייר Jack McFarland ג'ק מק'פרלנד Jack Medica ג'ק מדיקה Jack Miller ג'ק מילר Jack Nicholson ג'ק ניקולסון Jack Nicklaus ג'ק ניקלאוס Jack Nitzsche ג'ק ניטשה Jack O'Connell ג'ק אוקונל Jack O'Lantern ג'ק-או-לנטרן Jack Palance ג'ק פאלאנס Jack Ramsay ג'ק רמזי Jack Reacher ג'ק ריצ'ר Jack Reed ג'ק ריד Jack Reynor ג'ק ריינור Jack Robinson ג'ק רובינסון Jack Ruby ג'ק רובי Jack Russell Terrier ג'ק ראסל טרייר Jack Ryan ג'ק ראיין Jack Ryan fiction תבנית:ג'ק ראיין Jack Ryan: Shadow Recruit ג'ק ראיין: גיוס הצללים Jack Shepherd ג'ק שפרד Jack Sheppard ג'ק שפרד Jack Sikma ג'ק סיקמה Jack Soble ג'ק סובל Jack Steinberger ג'ק שטיינברגר Jack Straw ג'ק סטרו Jack Szostak ג'ק שוסטק Jack Teagarden ג'ק טיגרדן Jack Tramiel ג'ק טראמל Jack Twyman ג'ק טווימן Jack Warden ג'ק וורדן Jack Warner ג'ק וורנר Jack Weatherford ג'ק ודרפורד Jack Welch ג'ק וולש Jack White ג'ק וייט Jack Wild ג'ק ויילד Jack Williamson ג'ק ויליאמסון Jack Wilshere ג'ק וילשר Jack and the Beanstalk ג'ק ואפון הפלא Jack of the United States יוניון ג'ק Jack the Giant Slayer ג'ק צייד הענקים Jack the Ripper ג'ק המרטש Jack the Ripper קטגוריה:ג'ק המרטש Jack the Ripper suspects חשודים כג'ק המרטש Jack-in-the-box Jack-in-the-box Jack-o'-lantern ג'ק-או-לנטרן Jack1755/Sandbox8 הדוכס הגדול של טוסקנה פרדיננדו השני דה מדיצ'י Jackal תן Jackal buzzard עקב תני Jackals and Arabs תנים וערבים Jackass ג'קאס Jackass Presents: Bad Grandpa ג'קאס מציגים: חרא סבא Jackass: The Movie ג'קאס: הסרט Jackdaws עורבות Jackehammond/sandboxes-OtoBreda 76mm תותח אוטו מלרה 76 מ"מ Jacket ז'קט Jackflash1.jpg תמונה:RollingStones-JumpingJackFlash20.jpg Jackfruit פרי-הג'ק Jackhammer פטיש אוויר Jacki Weaver ג'קי ויבר Jackie Brown ג'קי בראון Jackie Chan ג'קי צ'אן Jackie Chan Adventures הרפתקאות ג'קי צ'אן Jackie Collins ג'קי קולינס Jackie Coogan ג'קי קוגן Jackie Earle Haley ג'קי ארל היילי Jackie Gleason ג'קי גליסון Jackie Henderson ג'קי הנדרסון Jackie Joyner-Kersee ג'קי ג'וינר קרסי Jackie Levy ז'קי לוי Jackie Mason ג'קי מייסון Jackie McLean ג'קי מקלין Jackie Mittoo ג'קי מיטו Jackie Robinson ג'קי רובינסון Jackie Sandler ג'קי סנדלר Jackie Stewart ג'קי סטיוארט Jackie Wilson ג'קי וילסון Jacko Eisenberg ג'קו אייזנברג Jacksepticeye ג'קספטיקאיי Jackson ג'קסון Jackson Browne ג'קסון בראון Jackson Guitars ג'קסון Jackson Lake אגם ג'קסון Jackson Martínez ג'קסון מרטינס Jackson Pollock ג'קסון פולוק Jackson Rathbone ג'קסון ראת'בון Jackson Showalter ג'קסון שוואלטר Jackson family קטגוריה:משפחת ג'קסון Jackson's chameleon זיקית ג'קסון Jackson's mongoose נמיית ג'קסון Jacksonville Jaguars ג'קסונוויל ג'אגוארס Jackson–Vanik amendment תיקון ג'קסון-ואניק Jackup rig אסדת קידוח מתגבהת Jacky Ben-Zaken ג'קי בן-זקן Jacma/Sandbox אליפסה Jacmel ז'אקמל Jaco Pastorius ג'אקו פסטוריוס Jaco Van Dormael ז'אקו ואן דורמל Jacob ז'אקוב Jacob יעקב Jacob Abendana יעקב אבנדנה Jacob Agus יעקב אגוס Jacob Anatoli יעקב אנטולי Jacob Avigdor יעקב אביגדור Jacob Barit יעקב בריט Jacob Barsimson יעקב ברסימסון Jacob Bassevi יעקב ב"ש Jacob Bekenstein יעקב בקנשטיין Jacob Ben-Arie יעקב בן-אריה Jacob Berab יעקב בירב Jacob Bernoulli יאקוב ברנולי Jacob Black דמדומים Jacob Breuer יעקב בר-אור Jacob Bronowski יעקב ברונובסקי Jacob Brown ג'ייקוב בראון Jacob Burckhardt יעקב בורקהרדט Jacob Buzaglo יעקב בוזגלו Jacob Cats יאקוב קאטס Jacob Cohen יעקב כהן Jacob Emden יעקב עמדין Jacob Epstein יעקב אפשטיין Jacob Ettlinger יעקב אטלינגר Jacob Fichman יעקב פיכמן Jacob Frank יעקב פרנק Jacob Frenkel יעקב פרנקל Jacob Gil יעקב גיל Jacob Gilboa יעקב גלבוע Jacob Gildor יעקב גילדור Jacob Glatstein יעקב גלאטשטיין Jacob Golomb יעקב גולומב Jacob Grimm יעקוב גרים Jacob Hagiz ישראל יעקב חגיז Jacob Henry House בית יעקב הנרי Jacob Idi רבי יעקב בר אידי Jacob Isaac Neiman יעקב יצחק ניימן Jacob Israël de Haan יעקב ישראל דה האן Jacob Itzhak Niemirower יעקב יצחק נימירובר Jacob Javits ג'ייקוב יעבץ Jacob Jones ג'ייקוב ג'ונס Jacob Jordaens יאקוב יורדאנס Jacob Joseph יעקב יוסף Jacob Joseph of Polonne יעקב יוסף כ"ץ Jacob Joshua Falk יעקב יהושע פלק Jacob Katz יעקב כ"ץ Jacob Knaani יעקב כנעני Jacob Landau יעקב לנדאו Jacob Le Maire יאקוב לה מייר Jacob Lestschinsky יעקב לשצ'ינסקי Jacob Levitzki יעקב לויצקי Jacob Levy יעקב לוי Jacob Mikhailovich Gordin יעקב גורדין Jacob Milgrom יעקב מילגרום Jacob Moreno יעקב לוי מורנו Jacob Obrecht יאקוב אוברכט Jacob Pavlovich Adler יעקב אדלר Jacob Philipp Hackert יאקוב פיליפ האקרט Jacob Pinkerfield יעקב פינקרפלד Jacob Pins יעקב פינס Jacob Pollak יעקב פולק Jacob Qirqisani יעקב הקירקיסאני Jacob Rabinowitz יעקב יוחנן רבינוביץ' Jacob Rakkah יעקב רקח Jacob Reuven יעקב Jacob Riis ג'ייקוב ריס Jacob Roggeveen יאקוב רוחבן Jacob Rosenberg יעקב רוזנברג Jacob Rubinovitz יעקב רובינוביץ Jacob Ruppert ג'ייקוב רופרט Jacob Sadé יעקב שדה Jacob Saphir יעקב ספיר Jacob Schiff יעקב שיף Jacob Steinberg יעקב שטיינברג Jacob Steinhardt יעקב שטיינהרדט Jacob Talmon יעקב טלמון Jacob Turkel יעקב טירקל Jacob Weil יעקב וייל Jacob Weinroth יעקב וינרוט Jacob Wygodzki יעקב ויגודסקי Jacob Zallel Lauterbach יעקב בצלאל לויטרבך Jacob Ziv יעקב זיו Jacob Zuma ג'ייקוב זומה Jacob ben Aaron Sasportas יעקב ששפורטש Jacob ben Asher יעקב בן אשר Jacob ben Hayyim Zemah יעקב צמח Jacob ben Isaac Ashkenazi יעקב בן יצחק אשכנזי Jacob ben Judah of London יעקב חזן מלונדון Jacob ben Reuben יעקב בן ראובן Jacob ben Wolf Kranz יעקב קרנץ Jacob de Haas יעקב דה האז Jacob ibn Habib יעקב בן חביב Jacob of Ancona יעקב ד'אנקונה Jacob of Orléans יעקב מאורליינש Jacob the Liar יעקב השקרן Jacob the heretic יעקב איש כפר סכניא Jacob van Eyck יאקוב ואן אייק Jacob van Ruisdael יקוב ואן רויסדאל Jacob van der Hoeden יעקב ואן דר הודן Jacob's Ladder חלום יעקב Jacob's Ladder סולם יעקב Jacob's Ladder פסטיבל סולם יעקב Jacob's Well באר יעקב Jacob's staff מטה יעקב Jacobi יעקבי Jacobi eigenvalue algorithm איטרציות יעקובי למציאת ערכים עצמיים Jacobi symbol סימן יעקובי Jacobian matrix and determinant יעקוביאן Jacobin המועדון היעקוביני Jacobina ז'קובינה Jacobite succession סדר הירושה היעקוביטי Jacobitism יעקוביטים Jacobo Timerman חקובו טימרמן Jacobo Árbenz חקובו ארבנס גוסמן Jacobrubinovitz/Rubinovitz Jacob 'יעקב רובינוביץ Jacobs ג'ייקובס Jacobson ג'ייקובסון Jacobson radical רדיקל ג'ייקובסון Jacobus Henricus van 't Hoff יאקובוס ואן 'ט הוף Jacobus Johannes Fouché יאקובוס יוהנס פושה Jacoby transfer ג'קובי טרנספר Jacopo Bellini יאקופו בליני Jacopo Contarini יאקופו קונטאריני Jacopo Melani יאקופו מלאני Jacopo Peri יאקופו פרי Jacopo Tiepolo יאקופו טייפולו Jacopo Werther משתמש:Jacopo Werther Jacopo della Quercia יאקופו דלה קוורצ'ה Jacquard loom הנול של ג'אקארד Jacquard weaving ג'אקרד Jacque Fresco ז'ק פרסקו Jacqueline Barton ג'קלין בארטון Jacqueline Bisset ז'קלין ביסט Jacqueline Boyer ז'קלין בואייה Jacqueline Freney ג'קלין פרני Jacqueline Gareau ז'קלין גרו Jacqueline Kahanoff ז'קלין כהנוב Jacqueline Kennedy Onassis ג'קלין קנדי-אונאסיס Jacqueline Susann ז'קלין סוזן Jacqueline Tong ז'קלין טונג Jacqueline Wilson ג'קלין וילסון Jacqueline du Pré ז'קלין די פרה Jacquerie ז'אקרי Jacques Amir יעקב ז'אק אמיר Jacques Amyot ז'אק אמיו Jacques Anquetil ז'אק אנקטיל Jacques Arcadelt יאקוב ארקאדלט Jacques Attali ז'אק אטלי Jacques Aubert ז'אק אובר Jacques Audiberti ז'אק אודיברטי Jacques Bainville ז'אק בנוויל Jacques Ballieu משתמש:Jacques Ballieu Jacques Benoist-Méchin ז'אק בנואה מאשן Jacques Bouhy ז'אק בואי Jacques Brandenberger ז'אק בראנדנברגר Jacques Brel ז'אק ברל Jacques Canetti ז'אק קנטי Jacques Cartier ז'אק קרטייה Jacques Chaban-Delmas ז'אק שבאן-דלמאס Jacques Chardonne ז'אק שארדון Jacques Charles ז'אק שארל Jacques Chirac ז'אק שיראק Jacques Copeau ז'אק קופו Jacques Cousteau ז'אק קוסטו Jacques Davidson ז'אק דוידסון Jacques Delors ז'אק דלור Jacques Demy ז'אק דמי Jacques Derrida ז'אק דרידה Jacques Ellul ז'ק אלול Jacques Faitlovitch יעקב פייטלוביץ' Jacques Genin ז'אק ז'נן Jacques Hadamard ז'אק אדמר Jacques Henri Lartigue ז'אק-אנרי לרטיג Jacques Ibert ז'אק איבר Jacques Lacan ז'אק לאקאן Jacques Lameloise ז'אק לאמלואז Jacques Le Goff ז'אק לה גוף Jacques Lecoq ז'אק לקוק Jacques Lipchitz ז'אק ליפשיץ Jacques Loeb ז'אק לב Jacques Marchais Museum of Tibetan Art מוזיאון ז'אק מרשיי לאמנות טיבטית Jacques Marquette ז'אק מארקט Jacques Mieses ז'אק מיזס Jacques Monod ז'אק מונו Jacques Necker ז'אק נקר Jacques Ochs ז'אק אוקס Jacques Offenbach ז'אק אופנבך Jacques Pelletier du Mans ז'אק פלטייה די-מאן Jacques Presser ז'ק פרסר Jacques Prévert ז'אק פרוור Jacques Rogge ז'אק רוג Jacques Santer ז'אק סאנטר Jacques Santini ז'אק סנטיני Jacques Schwarz ז'ק שוורץ Jacques Soustelle ז'אק סוסטל Jacques Stosskopf ז'אק סטוסקופף Jacques Tati ז'אק טאטי Jacques Thibaud ז'אק טיבו Jacques Villeneuve ז'אק וילנב Jacques de Sores ז'אק דה סור Jacques de Vitry ז'אק דה ויטרי Jacques-Bénigne Bossuet ז'אק-בנין בוסואה Jacques-Louis David ז'אק-לואי דויד Jacques-Martin Hotteterre ז'אק-מרטין אוטטר Jacqui Safra יעקב Jad Shwery ג'אד שוירי Jada Pinkett Smith ג'יידה פינקט סמית' Jaddua ידוע הכהן Jade ג'ייד Jade ירקן Jade Belt Bridge גשר אבנט הירקן Jade Goody ג'ייד גודי Jade Ramsey ג'ייד רמזי Jadeidi-Makr ג'דיידה-מכר Jadeite ג'יידיט Jadeite Cabbage כרוב הג'יידיט Jaden Smith ג'יידן סמית' Jadovno concentration camp ידובנו Jadrolinija ידרוליניה Jadwiga Wajs יאדביגה וייס-מרצינקייביץ' Jadwiga of Poland מלכת פולין ידוויגה Jadzia Dax ג'דזיה דקס Jadów יאדוב Jae Crowder ג'יי קראודר Jael יעל אשת חבר הקיני Jafar Panahi ג'עפר פאנאהי Jaffa יפו Jaffa כלת הים Jaffa Ajami עג'מי Jaffa Al-Haram אל-חרם Jaffa Cakes עוגיות ג'אפה Jaffa Clock Tower מגדל השעון Jaffa Gate שער יפו Jaffa Light מגדלור יפו Jaffa Port נמל יפו Jaffa Railway Station תחנת הרכבת יפו Jaffa Road רחוב יפו Jaffa Road bus bombings הפיגועים בקו 18 בירושלים Jaffa Saint Nicholas Monastery מנזר ניקולאס הקדוש Jaffa Salama סלמה Jaffa St. Peter's Church כנסיית פטרוס הקדוש Jaffa orange תפוזי ג'אפה Jaffa riots מאורעות תרפ"א Jaffa–Jerusalem railway מסילת הרכבת לירושלים Jagadish Chandra Bose ג'אגדיש צ'נדרה בוס Jagdgeschwader 50 כנף קרב 50 Jagdgeschwader 52 כנף קרב 52 Jagdish Bhagwati ג'אגדיש בהאגוואטי Jagdpanther יאגדפנתר Jagdpanzer יאגדפנצר Jagdpanzer IV יאגדפנצר 4 Jagdschloss Glienicke טירת הציד גלינקה Jagdszenen aus Niederbayern תמונות ציד מבוואריה התחתית Jagdtiger יאגדטיגר Jagdwurst יגטוורסט Jagged Little Pill Jagged Little Pill Jaggi Vasudev ג'גי ואסודב Jagiellonia Białystok players קטגוריה:כדורגלני יאגלוניה ביאליסטוק Jagiellonian University האוניברסיטה היגלונית Jagiellonian dynasty השושלת היגלונית Jago of Britain מלך בריטניה יאגו Jaguar יגואר Jaguar Cars יגואר Jaguar Cars קטגוריה:יגואר Jaguar F-Type יגואר F-Type Jaguar XJS Jaguar XJS Jaguarundi יגוארונדי Jahangir ג'האנגיר Jahangir Razmi ג'אהאנגיר ראזמי Jahiliyyah קדם-אסלאם Jahlil Okafor ג'אליל אוקפור Jahn יאן Jai Courtney ג'יי קורטני Jai alai האי לאי Jailhouse Rock Jailhouse Rock Jaime Bayly חיימה ביילי Jaime Gil de Biedma חיימה חיל דה ביידמה Jaime King ג'יימי קינג Jaime Lazcano חיימה לסקאנו Jaime Lerner ז'יימה לרנר Jaime Mendoza-Nava חיימה מנדוסה נאווה Jaime Murray ג'יימי מארי Jaime Pressly ג'יימי פרסלי Jaime Ray Newman ג'יימי ריי ניומן Jaimie Alexander ג'יימי אלכסנדר Jainism ג'ייניזם Jaipur ג'איפור Jair יאיר הגלעדי Jair Céspedes חייר סספדס Jairzinho ז'אירזיניו Jajah Jajah Jajce יאיצה Jaka Lakovič יאקה לאקוביץ' Jakarta ג'קרטה Jakarta קטגוריה:ג'קרטה Jakarta Istiqlal Mosque מסגד איסתיקלאל Jakarta Merdeka Square כיכר מרדקה Jake Abel ג'ייק אייבל Jake Austin ג'ייק אוסטין Jake Bugg ג'ייק באג Jake Busey ג'ייק ביוסי Jake Cohen ג'ייק כהן Jake Gosling ג'ק גוסלינג Jake Gyllenhaal ג'ייק ג'ילנהול Jake Johnson ג'ייק ג'ונסון Jake LaMotta ג'ייק למוטה Jake Sisko ג'ייק סיסקו Jake Sullivan ג'ייק סאליבן Jake Swirbul ג'ייק סווירבול Jake Tapper ג'ייק טאפר Jake Tsakalidis ג'ייק צאקאלידיס Jake and the Never Land Pirates ג'ייק והפיראטים מארץ לעולם לא Jakob Alt יאקוב אלט Jakob Edelstein יעקב אדלשטיין Jakob Ehrlich יעקב ארליך Jakob Friedrich Fries יאקוב פרידריך פריס Jakob Gimpel ג'ייקוב גימפל Jakob Jantscher יאקוב יאנצ'ר Jakob Klatzkin יעקב קלצקין Jakob Knudsen יאקוב קנוסן Jakob Nielsen יאקוב נילסן Jakob Pöltl יאקוב פולטל Jakob Rosanes יעקב רוזנס Jakob Rosenfeld יעקב רוזנפלד Jakob Steiner יאקוב שטיינר Jakob Wassermann יעקב וסרמן Jakob van Hoddis יעקב הנס דוידסון Jakobson יעקובסון Jakow Trachtenberg יעקב טרכטנברג Jakub Błaszczykowski יקוב בלשצ'יקובסקי Jakób Mortkowicz יעקב מורטקוביץ' Jalal Al-e-Ahmad ג'לאל אל-י אחמד Jalal Hosseini ג'לאל חוסייני Jalal Talabani ג'לאל טאלבאני Jalamah ג'אלמה Jalapeño חלפניו Jalazone ג'לזון Jalebi זאלאביה Jaleel White ג'ליל וייט Jalen Rose ג'יילן רוז Jalisco חליסקו Jalisco קטגוריה:חליסקו Jalisco Guadalajara קטגוריה:גוודלחרה Jaljulia ג'לג'וליה Jalla! Jalla! יאללה! יאללה! Jallianwala Bagh massacre טבח אמריטסר Jaluit Atoll ג'לואיט Jam ג'אם Jam session ג'אם סשן Jama'at al-Jihad al-Islami איחוד הג'יהאד האסלאמי Jamaal Magloire ג'מאל מגלור Jamaal Tinsley ג'מאל טינסלי Jamaica ג'מייקה Jamaica קטגוריה:ג'מייקה Jamaica Black River בלאק ריבר Jamaica Kincaid ג'מייקה קינקייד Jamaica Kingston קטגוריה:קינגסטון Jamaica Kingston קינגסטון Jamaica Labour Party מפלגת הלייבור של ג'מייקה Jamaica Mandeville מנדוויל Jamaica Saint Ann's Bay סנט אנ'ס ביי Jamaica at the Olympics ג'מייקה במשחקים האולימפיים Jamaica at the Paralympics ג'מייקה במשחקים הפאראלימפיים Jamaica national basketball team נבחרת ג'מייקה בכדורסל Jamaica national bobsleigh team נבחרת המזחלות של ג'מייקה Jamaica national football team נבחרת ג'מייקה בכדורגל Jamaican Blue Mountain Coffee קפה ג'מייקה בלו מאונטיין Jamaican athletes קטגוריה:אתלטים ג'מייקנים Jamaican basketball players קטגוריה:כדורסלנים ג'מייקנים Jamaican culture קטגוריה:ג'מייקה: תרבות Jamaican fig-eating bat עטלף תאנה ג'מייקני Jamaican footballers קטגוריה:כדורגלנים ג'מייקנים Jamaican music קטגוריה:מוזיקה ג'מייקנית Jamaican musicians קטגוריה:מוזיקאים ג'מייקנים Jamaican people קטגוריה:ג'מייקנים Jamaican politicians קטגוריה:פוליטיקאים ג'מייקנים Jamaican singers קטגוריה:זמרים ג'מייקנים Jamaican sportspeople קטגוריה:ספורטאים ג'מייקנים Jamaican sprinters קטגוריה:אצנים ג'מייקנים Jamal Crawford ג'מאל קרופורד Jamal Mashburn ג'מאל משבורן Jamal Murray ג'מאל מארי Jamal Zahalka ג'מאל זחאלקה Jamal ad-Din I ג'מאל א-דין הראשון Jamal ad-Din al-Afghani ג'מאל א-דין אל-אפגאני Jamal al-Husayni ג'מאל אל-חוסייני Jamala ג'מאלה Jambalaya ג'מבליה Jambojet ג'מבוג'ט Jamboree ג'מבורי Jambyl Jabayev ז'מבול ז'באיולי Jameer Nelson ג'מיר נלסון Jameh Mosque of Isfahan מסג'ד-י ג'אמע Jamel Debbouze ג'מאל דבוז James ג'יימס James Abbott McNeill Whistler ג'יימס אבוט מקניל ויסלר James Allen Ward ג'יימס וורד James Anderson ג'יימס אנדרסון James Arthur ג'יימס ארתור James Badge Dale ג'יימס באדג' דייל James Baker ג'יימס בייקר James Baldwin ג'יימס בולדווין James Barry ג'יימס בארי James Bartley ג'יימס בארטלי James Beard ג'יימס בירד James Beattie ג'יימס ביטי James Beggs ג'יימס בגס James Blaine ג'יימס בליין James Blake ג'יימס בלייק James Blish ג'יימס בליש James Blunt ג'יימס בלאנט James Bolam ג'יימס בולאם James Bond ג'יימס בונד James Bond קטגוריה:ג'יימס בונד James Bond films קטגוריה:סרטי ג'יימס בונד James Bond films תבנית:סרטי ג'יימס בונד James Bourne ג'יימס בורן James Bowen ג'יימס בוון James Boyd White ג'יימס בויד וייט James Braddock ג'יימס ג'יי בראדוק James Brendan Connolly ג'יימס קונולי James Brolin ג'יימס ברולין James Brooks ג'יימס ברוקס James Brown ג'יימס בראון James Bruce ג'יימס ברוס James Bryant Conant ג'יימס בריאנט קונאנט James Buchanan ג'יימס ביוקנן James Buchanan Duke ג'יימס ביוקנן דיוק James Burrows ג'יימס בורוז James Burton ג'יימס ברטון James Busby ג'יימס באזבי James Byrnes ג'יימס פרנסיס ברנס James Caan ג'יימס קאן James Cagney ג'יימס קאגני James Callaghan ג'יימס קלהאן James Callis ג'יימס קליס James Cameron ג'יימס קמרון James Cameron תבנית:סרטי ג'יימס קמרון James Carville ג'יימס קארוויל James Cassels ארצ'יבלד ג'יימס האלקט קסלס James Chadwick ג'יימס צ'דוויק James Clark Ross ג'יימס קלארק רוס James Clavell ג'יימס קלאוול James Clerk Maxwell ג'יימס קלרק מקסוול James Coburn ג'יימס קובורן James Coco ג'יימס קוקו James Conlon ג'יימס קונלון James Connolly ג'יימס קונולי James Cook ג'יימס קוק James Cooke Brown ג'יימס קוק בראון James Corden ג'יימס קורדן James Cosmo ג'יימס קוסמו James Cox ג'יימס מידלטון קוקס James Cromwell ג'יימס קרומוול James Cunningham ג'יימס קנינגהם James D'Arcy ג'יימס ד'ארסי James DePreist ג'יימס דהפריסט James Dean ג'יימס דין James Denton ג'יימס דנטון James Dickey ג'יימס דיקי James Donovan ג'יימס דונובן James Doohan ג'יימס דוהאן James Dunn ג'יימס דאן James Dwight Dana ג'יימס דווייט דיינה James Earl Jones ג'יימס ארל ג'ונס James Earl Ray ג'יימס ארל ריי James Ellroy ג'יימס אלרוי James Ellsworth ג'יימס אלזוורת' James Ensor ג'יימס אנסור James Faulkner ג'יימס פוקנר James Fenimore Cooper ג'יימס פנימור קופר James Fenton ג'יימס פנטון James Finn ג'יימס פין James Fleet ג'יימס פליט James Fletcher ג'יימס פלטשר James Fogarty ג'יימס פוגארטי James Foley ג'יימס פולי James Forrestal ג'יימס פורסטל James Fox ג'יימס פוקס James Frain ג'יימס פריין James Francis Edward Stuart ג'יימס פרנסיס אדוארד סטיוארט James Franck ג'יימס פרנק James Franco ג'יימס פרנקו James Frey ג'יימס פריי James Galway ג'יימס גולוויי James Gandolfini ג'יימס גנדולפיני James Garfield ג'יימס גרפילד James Garfield קטגוריה:ג'יימס גרפילד James Garfield Monument אנדרטת ג'יימס גרפילד James Garner ג'יימס גארנר James Gavin ג'יימס גאווין James Gordon ג'יימס גורדון James Gosling ג'יימס גוסלינג James Grover McDonald ג'יימס מקדונלד James Guillaume ג'יימס גיום James Guy ג'יימס גאי James Harden ג'יימס הארדן James Harrington ג'יימס הרינגטון James Harris Simons ג'יימס האריס סימונס James Henry Breasted ג'יימס הנרי ברסטד James Herriot ג'יימס הריוט James Hetfield ג'יימס הטפילד James Hoban ג'יימס הובן James Holland ג'יימס הולנד James Holmes ג'יימס הולמס James Horner ג'יימס הורנר James Hunt ג'יימס האנט James Hutton ג'יימס האטון James I ג'יימס הראשון James I of Aragon מלך אראגון חיימה הראשון James I of Scotland מלך סקוטלנד ג'יימס הראשון James II ג'יימס השני James II of England מלך אנגליה ג'יימס השני James II of Scotland מלך סקוטלנד ג'יימס השני James III ג'יימס השלישי James III of Scotland מלך סקוטלנד ג'יימס השלישי James IV of Scotland מלך סקוטלנד ג'יימס הרביעי James Israel ג'יימס ישראל James Ivory ג'יימס אייבורי James Jeremiah Wadsworth ג'יימס וודסוורת' James Jesus Angleton ג'יימס אנגלטון James Johnson ג'יימס ג'ונסון James Johnston ג'יימס ג'ונסטון James Jones ג'יימס ג'ונס James Jones ג'יימס ג'ונס ׁ(סופר) James Joseph Dresnok ג'יימס דרזנוק James Joseph Sylvester ג'יימס ג'וזף סילבסטר James Joyce ג'יימס ג'ויס James Joyce קטגוריה:ג'יימס ג'ויס James Joyce Tower and Museum מגדל מרטלו בחוף סנדיקוב James Judd ג'יימס ג'אד James Keene ג'יימס קין James Kemp/Template:Poetry תבנית:Marxism James Kirk ג'יימס טיבריוס קירק James Kirkwood Jr. ג'יימס קירקווד ג'וניור James Kugel יעקב כדורי James Kyson ג'יימס קייסון לי James LaBrie ג'יימס לאברי James Lafferty ג'יימס לאפרטי James Lee Burke ג'יימס לי ברק James Leslie Starkey ג'יימס לסלי סטרקי James Levine ג'יימס לוין James Lightbody ג'יימס לייטבודי James Lipton ג'יימס ליפטון James LoMenzo ג'יימס לומנזו James Longstreet ג'יימס לונגסטריט James Lowder ג'יימס לאודר James Madio ג'יימס מדיו James Madison ג'יימס מדיסון James Magnussen ג'יימס מגנוסן James Marsden ג'יימס מרסדן James Maslow ג'יימס מאסלו James Mason ג'יימס מייסון James Mattis ג'יימס מאטיס James May ג'יימס מיי James Mayer de Rothschild ג'יימס מאיר רוטשילד James McAvoy ג'יימס מק'אבוי James McBride ג'יימס מקברייד James McCarthy ג'יימס מקארתי James McCracken ג'יימס מקראקן James McDivitt ג'יימס מקדיוויט James McEwen ג'יימס מק'יואן James McIlroy ג'יימס מק אילרוי James McPherson ג'יימס מק'פרסון James Mellaart ג'יימס מלארט James Michener ג'יימס מיצ'נר James Mill ג'יימס מיל James Miller ג'יימס מילר James Milner ג'יימס מילנר James Monroe ג'יימס מונרו James Montgomery Flagg ג'יימס מונטגומרי פלאג James Morrison ג'יימס מוריסון James Mortimer ג'יימס מורטימר James Murray ג'יימס מארי James Naismith ג'יימס נייסמית' James Nesbitt ג'יימס נסביט James Newton Howard ג'יימס ניוטון הווארד James Newton Rodney Moore רודני מור James Norris Memorial Trophy גביע נוריס James Norton ג'יימס נורטון James Ossuary גלוסקמת יעקב אחי ישו James Parkinson ג'יימס פרקינסון James Patterson ג'יימס פטרסון James Pickens Jr. ג'יימס פיקנס James Polk ג'יימס פולק James Pollock ג'יימס פולוק James Pond James Pond James Pond 2 James Pond 2 James Posey ג'יימס פוזי James Powell ג'יימס פאוול James Prescott Joule ג'יימס ג'ול James Purefoy ג'יימס פיורפוי James Quinn ג'יימס קווין James Rachels ג'יימס רייצ'לס James Randi ג'יימס רנדי James Randi Educational Foundation אתגר מיליון הדולר להוכחת העל-טבעי James Ransone ג'יימס רנסון James Remar ג'יימס רימר James Richard Dacres ג'יימס ריצ'רד דייקרז James Richardson Corporation דיוטי פרי ג'יימס ריצ'רדסון James River ג'יימס James Robert Baker ג'יימס רוברט בייקר James Roday ג'יימס רודיי James Rodríguez חאמס רודריגס James Rothman ג'יימס רותמן James Rubin ג'יימס רובין James Rudolph Garfield ג'יימס רודולף גרפילד James Salter ג'יימס סולטר James Schlesinger ג'יימס ר' שלזינגר James Scullin ג'יימס סקאלין James Shaffer ג'יימס שייפר James Sherman ג'יימס שרמן James Silk Buckingham ג'יימס סילק בקינגהאם James Simon Gallery גלריית ג'יימס סימון James Snyder ג'יימס סניידר James Somerville ג'יימס סומרוויל James Spader ג'יימס ספיידר James St. James ג'יימס סט. ג'יימס James Steinberg ג'יימס סטיינברג James Stewart ג'יימס סטיוארט James Stirling ג'יימס סטירלינג James Stockdale ג'יימס סטוקדייל James Sumner ג'יימס בטשלר סאמנר James Surowiecki ג'יימס סורוביצקי James Taylor ג'יימס טיילור James Thornhill ג'יימס ת'ורנהיל James Thornton ג'יימס תורנטון James Tiptree Jr. ג'יימס טיפטרי ג'וניור James Tisch ג'יימס טיש James Tissot ג'יימס טיסו James Troisi ג'יימס טרויסי James Truslow Adams ג'יימס טראסלו אדמס James Ussher ג'יימס אשר James V of Scotland מלך סקוטלנד ג'יימס החמישי James VI and I מלך אנגליה ג'יימס הראשון James Valentine ג'יימס ולנטיין James Van Der Beek ג'יימס ואן דר ביק James Watson ג'יימס ווטסון James Watt ג'יימס ואט James Webb ג'יימס וב James Webb Space Telescope טלסקופ החלל ג'יימס וב James Weddell ג'יימס ודל James Whitmore ג'יימס ויטמור James Wilby ג'יימס וילבי James Wilson ג'יימס וילסון James Wolfensohn ג'יימס וולפנזון James Wood ג'יימס ווד James Woods ג'יימס וודס James Wordie ג'יימס וורדי James Worthy ג'יימס וורת'י James Zogby ג'יימס זוגבי James and the Giant Peach ג'יימס והאפרסק הענק James de Rothschild ג'יימס דה רוטשילד James of Scotland מלך סקוטלנד ג'יימס James the Less יעקב בן חלפי James the Red Engine ג'יימס הקטר האדום James' Journey to Jerusalem מסעות ג'יימס בארץ הקודש James's flamingo פלמינגו ג'יימס James500 משתמש:James500 Jameson ג'יימסון Jameson Adams ג'יימסון אדמס Jameson Irish Whiskey ג'יימסון Jameson's mamba ממבה ג'יימסונית Jameswheelerprofessional12 ניוקאסל יונייטד Jamie Arnold ג'יימי ארנולד Jamie Babbit ג'יימי באביט Jamie Bamber ג'יימי באמבר Jamie Bell ג'יימי בל Jamie Campbell Bower ג'יימי קמפבל באוור Jamie Carragher ג'יימי קראגר Jamie Dornan ג'יימי דורנן Jamie Foxx ג'יימי פוקס Jamie Hampton ג'יימי המפטון Jamie Lee Curtis ג'יימי לי קרטיס Jamie Lynn Spears ג'יימי לין ספירס Jamie Madrox המשוכפל Jamie Murray ג'יימי מארי Jamie Oliver ג'יימי אוליבר Jamie Redknapp ג'יימי רדנאפ Jamie Skeen ג'יימי סקין Jamie Vardy ג'יימי ורדי Jamie-Lee Kriewitz ג'יימי-לי קריוויץ Jamie-Lynn Sigler ג'ימי-לין סיגלר Jamil Mardam Bey ג'מיל מרדם Jamil al-Midfai ג'מיל אל-מדפעי Jamiroquai ג'מירוקוואי Jamma'in ג'מאעין Jammu and Kashmir ג'אמו וקשמיר Jammu and Kashmir קטגוריה:ג'אמו וקשמיר Jamshid יימה Jan Baptist van Helmont יאן בפטיסט ואן הלמונט Jan Berends/Bergen-Belsen cleanup ברגן-בלזן Jan Brewer ג'ן ברואר Jan Brueghel יאן ברויגל Jan Brueghel the Elder יאן ברויגל האב Jan Brueghel the Younger יאן ברויגל הבן Jan Campert יאן קמפרט Jan Ceulemans יאן קולמנס Jan Christiaan Heunis כריס היוניס Jan Dismas Zelenka יאן דיסמאס זלנקה Jan Dobraczyński יאן דובראצ'ינסקי Jan Esser יאן אסר Jan Fischer יאן פישר Jan Furtok יאן פורטוק Jan Garbarek יאן גרברק Jan Gehl יאן גהל Jan Gies יאן חיס Jan Gotlib Bloch איוואן בלוך Jan Gross יאן טומאש גרוס Jan Henne ג'אן האן Jan Henryk Dąbrowski יאן הנריק דומברובסקי Jan Holenda יאן הולנדה Jan Hus יאן הוס Jan Karski יאן קרסקי Jan Kirchhoff יאן קירכהוף Jan Kleczyński Jr. יאן קלצ'ינסקי Jan Kleczyński Sr. יאן קלצ'ינסקי Jan Koller יאן קולר Jan Komski יאן קומסקי Jan Koum יאן קום Jan Kubelík יאן קובליק Jan Ladislav Dussek יאן לדיסלב דוסק Jan Luyken יאן לאוקן Jan Martín יאן מרטין Jan Masaryk יאן מסריק Jan Matejko יאן מטייקו Jan Matsys יאן מסייס Jan Mayen יאן מאיין Jan Neruda יאן נרודה Jan Niklas יאן ניקלאס Jan Oblak יאן אובלק Jan Oort יאן אורט Jan Palach יאן פאלאך Jan Peerce יאן פירס Jan Peter Balkenende יאן פיטר בלקנאנדה Jan Pieterszoon Sweelinck יאן פיטרסזון סוולינק Jan Rosenthal יאן רוזנטל Jan Saudek יאן סאודק Jan Schakowsky ג'ן שקובסקי Jan Schlaudraff יאן שלאודראף Jan Schulz יאן שולץ Jan Seyum קיסר אתיופיה ג'אן סאיום Jan Smuts יאן סמאטס Jan Sterling ג'ן סטרלינג Jan Swammerdam יאן סוומרדם Jan Syrový יאן סירובי Jan Talesnikov ז'אן טלסניקוב Jan Tichy יאן טיכי Jan Ullrich יאן אולריך Jan Vennegoor of Hesselink יאן ונחור אוף הסלינק Jan Vertonghen יאן ורטונגן Jan Willem te Kolsté יאן טה קולסטה Jan Wouters יאן ואוטרס Jan Zamoyski יאן זמויסקי Jan Zwartendijk יאן זווארטנדיק Jan and Anna Puchalski יאן ואנה פוחלסקי Jan and Antonina Żabiński יאן ז'בינסקי Jan van Eyck יאן ואן אייק Jan van Riebeeck יאן ואן ריבק Jan Železný יאן ז'לזני Jan Žižka יאן ז'יז'קה Jan-Ove Waldner יאן אובה ולדנר Jana Gana Mana המנון הודו Jana Novotná יאנה נובוטנה Jancis Robinson ג'נסיס רובינסון Janco Dada Museum מוזיאון ינקו דאדא Jane Addams ג'יין אדמס Jane Alexander ג'יין אלכסנדר Jane Asher ג'יין אשר Jane Austen ג'יין אוסטן Jane Austen קטגוריה:ג'יין אוסטן Jane Barnell ג'יין בארנל Jane Birkin ג'יין בירקין Jane Campion ג'יין קמפיון Jane Curtin ג'יין קרטין Jane Darwell ג'יין דארוול Jane Eisner ג'יין אייזנר Jane Eyre ג'יין אייר Jane Fonda ג'יין פונדה Jane Foster ג'יין פוסטר Jane Goodall ג'יין גודול Jane Haining ג'יין היינינג Jane Harman ג'יין הרמן Jane Horrocks ג'יין הורוקס Jane Irwin Harrison ג'יין אירווין הריסון Jane Jacobs ג'יין ג'ייקובס Jane Kaczmarek ג'יין קזמרק Jane Krakowski ג'יין קרקובסקי Jane Lynch ג'יין לינץ' Jane March ג'יין מארץ' Jane McGonigal ג'יין מקגוניגל Jane Pierce ג'יין פירס Jane Roberts ג'יין רוברטס Jane Rule ג'יין רול Jane Russell ג'יין ראסל Jane Seymour ג'יין סימור Jane Stanford ג'יין סטנפורד Jane Wyman ג'יין ויימן Jane Yolen ג'יין יולן Jane the Virgin ג'יין הבתולה Jane's Addiction ג'יינז אדיקשן Jane's IAF: Israeli Air Force כוכב כחול Jane's Information Group ג'יינס אינפורמיישן גרופ Jane's Walk הליכות ג'יין Janeane Garofalo ג'נין גרופלו Janel Parrish ג'אנל פאריש Janelle Monáe ז'אנל מונה Janenschia ג'ננסיה Janet Baker ג'נט בייקר Janet Cooke ג'נט קוק Janet Craxton ג'אנט קראקסטון Janet Evans ג'נט אוונס Janet Frame ג'נט פריים Janet Gaynor ג'נט גיינור Janet Jackson ג'נט ג'קסון Janet Jagan ג'נט ג'ייגן Janet Leigh ג'נט לי Janet McTeer ג'נט מק'תיר Janet Mock ג'נט מוק Janet Napolitano ג'נט נפוליטנו Janet Reno ג'אנט רינו Janet Suzman ג'נט סוזמן Janet Yellen ג'נט ילן Janet1983 משתמש:Janet1983 Janeth Arcain ג'נט ארקיין Janez Brajkovič יאנז ברייקוביץ' Janez Drnovšek ג'אנז דרנובסק Janez Janša יאנז יאנשה Jang Dongwoo ג'אנג דונגוו Jang Eun-jin ג'אנג יון ג'ין Jang Sung-taek צ'אנג סונג-טק Jango Fett ג'נגו פאט Jani Liimatainen יאני לימטאיינן Jani Sievinen יאני סייבינן Janica Kostelić יניצה קוסטליץ' Janice Rand ג'ניס ראנד Janice Rebibo ג'ניס רביבו Janick Gers יאניק גרס Janiculum ג'אניקולו Janis Ian ג'ניס איאן Janis Joplin ג'ניס ג'ופלין Janissaries יניצ'רים Janitor שרת Janjaweed ג'נג'וויד Jankel Adler יענקל אדלר Jankiel Wiernik יעקב ויירניק Janko Matúška ינקו מטושקה Janko Tipsarević ינקו טיפסרביץ' Janna Gur ז'אנה גור Janne Andersson יאן אנדרסון Jano Ananidze ג'אנו אנאנידזה Janosabel/sandbox ויקיפדיה:שער הקהילה Janová יאנובה Janowska concentration camp ינובסקה Janowski ינובסקי Jansengbv/Alfred Charles Kinsey אלפרד קינסי Jansenism יאנסניזם Jantinee פבלו פיקאסו January ינואר January קטגוריה:ינואר January 1 1 בינואר January 10 10 בינואר January 11 11 בינואר January 12 12 בינואר January 13 13 בינואר January 14 14 בינואר January 15 15 בינואר January 16 16 בינואר January 17 17 בינואר January 18 18 בינואר January 19 19 בינואר January 2 2 בינואר January 20 20 בינואר January 2011 Rio de Janeiro floods and mudslides השיטפונות בריו דה ז'ניירו January 2013 Rif Dimashq airstrike תקיפת שיירת הנשק הסורית במחוז ריף דמשק שבסוריה January 2015 Greek legislative election הבחירות הכלליות ביוון 2015 January 2015 Mazraat Amal incident התקיפה האווירית בגבול ישראל-סוריה January 2016 Sayyidah Zaynab attack הפיגועים במסגד א-סיידה זיינב January 2016 Tel Aviv shooting פיגוע הירי ברחוב דיזנגוף January 2016 United States blizzard סופת השלגים בארצות הברית January 21 21 בינואר January 22 22 בינואר January 23 23 בינואר January 24 24 בינואר January 25 25 בינואר January 26 26 בינואר January 27 27 בינואר January 28 28 בינואר January 28 Incident תקרית שאנגחאי January 29 29 בינואר January 3 3 בינואר January 30 30 בינואר January 31 31 בינואר January 4 4 בינואר January 5 5 בינואר January 6 6 בינואר January 7 7 בינואר January 8 8 בינואר January 9 9 בינואר January Jones ג'נוארי ג'ונס January Uprising מרד ינואר January effect אפקט ינואר January observances קטגוריה:אירועים בחודש ינואר Janus יאנוס Janus University אוניברסיטת ניופורט Janusz Korczak יאנוש קורצ'אק Janusz Morgenstern יאנוש מורגנשטרן Janusz Palikot יאנוש פאליקוט Janusz Waluś יאנוש ולוס Janwillem van de Wetering ינווילם ואן דה וטרינג Janwo משתמש:Janwo Janów Lubelski יאנוב לובלסקי Janów Podlaski יאנוב פודלאסקי Jaouad Gharib ג'וואד עריב Japan יפן Japan פורטל:יפן Japan קטגוריה:יפן Japan Air Lines flight 1628 incident התצפית בעב"מים במהלך טיסה 1628 של ג'פאן איירליינס Japan Air Self-Defense Force חיל האוויר של יפן Japan Airlines ג'פאן איירליינס Japan Airlines Flight 123 טיסה 123 של ג'פאן איירליינס Japan Airlines Flight 350 טיסה 350 של ג'פאן איירליינס Japan Japan יפאן יפאן Japan Open אליפות יפן הפתוחה בטניס Japan Pavilion at Epcot יפן Japan Prize פרס יפן Japan Railways Group ג'פאן ריילוויז Japan Self-Defense Forces כוחות ההגנה של יפן Japan Self-Defense Forces קטגוריה:כוחות ההגנה של יפן Japan Trench שקע יפן Japan at the Olympics יפן במשחקים האולימפיים Japan at the Paralympics יפן במשחקים הפאראלימפיים Japan during World War I האימפריה היפנית במלחמת העולם הראשונה Japan in World War II קטגוריה:יפן במלחמת העולם השנייה Japan international footballers קטגוריה:כדורגלני נבחרת יפן Japan national basketball team נבחרת יפן בכדורסל Japan national football team נבחרת יפן בכדורגל Japan national football team managers קטגוריה:מאמני נבחרת יפן בכדורגל Japan national football team navigational boxes קטגוריה:סגלי נבחרת יפן בכדורגל Japan squad 2006 FIFA World Cup תבנית:נבחרת יפן במונדיאל 2006 Japan squad 2010 FIFA World Cup תבנית:נבחרת יפן במונדיאל 2010 Japan squad 2014 FIFA World Cup תבנית:נבחרת יפן במונדיאל 2014 Japan stubs קטגוריה:קצרמר יפן Japan templates קטגוריה:תבניות ניווט - יפן Japan women's national football team נבחרת יפן בכדורגל נשים Japan: Examples of Its History and Culture ספר:יפן Japanese תבנית:כלי נשק יפניים Japanese Alps האלפים היפניים Japanese Brazilians ברזילאים יפניים Japanese Chin צ'ין יפני Japanese Communist Party המפלגה הקומוניסטית של יפן Japanese Korean Army ארמיית קוריאה Japanese Nobel laureates קטגוריה:זוכי פרס נובל יפנים Japanese Paleolithic התקופה הפלאוליתית ביפן Japanese Peace Bell פעמון השלום היפני Japanese Red Army הצבא האדום היפני Japanese Righteous Among the Nations קטגוריה:יפנים חסידי אומות העולם Japanese Spitz שפיץ יפני Japanese Wikipedia ויקיפדיה היפנית Japanese actors קטגוריה:שחקני קולנוע וטלוויזיה יפנים Japanese aesthetics אסתטיקה יפנית Japanese aircraft carrier Akagi אקאגי Japanese aircraft carrier Hiryū היריו Japanese aircraft carrier Kaga קאגה Japanese aircraft carrier Shōkaku שוקאקו Japanese aircraft carrier Sōryū סוריו Japanese aircraft carrier Zuikaku זואיקאקו Japanese animators קטגוריה:אנימטורים יפנים Japanese architects קטגוריה:אדריכלים יפנים Japanese art אמנות יפנית Japanese artists קטגוריה:אמנים יפנים Japanese asset price bubble בועת הנדל"ן ביפן Japanese astronauts קטגוריה:אסטרונאוטים יפנים Japanese athletes קטגוריה:אתלטים יפנים Japanese autobiographers קטגוריה:כותבי אוטוביוגרפיה יפנים Japanese awards קטגוריה:פרסים יפניים Japanese badger גירית יפנית Japanese battleship Fuji פוג'י Japanese battleship Haruna אוניית המערכה הרונה Japanese battleship Hiei אוניית המערכה היאיי Japanese battleship Kirishima אוניית המערכה קירישימה Japanese battleship Kongō אוניית המערכה קונגו Japanese battleship Mikasa מיקאסה Japanese battleship Musashi אוניית המערכה מוסאשי Japanese battleship Shikishima שיקישימה Japanese battleship Yamato אוניית המערכה יאמטו Japanese casualties of World War II קטגוריה:יפנים שנהרגו במלחמת העולם השנייה Japanese centenarians קטגוריה:יפנים שהגיעו לגיל מאה Japanese chefs קטגוריה:שפים יפנים Japanese clock שעון יפני Japanese clothing קטגוריה:לבוש יפני Japanese clothing תבנית:לבוש יפני Japanese comedians קטגוריה:קומיקאים יפנים Japanese composers קטגוריה:מלחינים יפנים Japanese conductors קטגוריה:מנצחים יפנים Japanese coup d'état in French Indochina קרב הודו-סין השני Japanese criminals קטגוריה:מורשעים בדין ביפן Japanese cruiser Matsushima מצושימה Japanese cuisine המטבח היפני Japanese cuisine קטגוריה:המטבח היפני Japanese culture קטגוריה:יפן: תרבות Japanese defense ministers קטגוריה:שרי ההגנה של יפן Japanese directors קטגוריה:במאים יפנים Japanese emperors קטגוריה:קיסרי יפן Japanese encephalitis דלקת המוח היפנית Japanese engineers קטגוריה:מהנדסים יפנים Japanese eras קטגוריה:תקופות בתולדות יפן Japanese families קטגוריה:יפן: משפחות Japanese fashion designers קטגוריה:מעצבי אופנה יפנים Japanese feminists קטגוריה:פמיניסטים יפנים Japanese figure skaters קטגוריה:מחליקים אמנותיים על קרח יפנים Japanese film directors קטגוריה:במאי קולנוע יפנים Japanese films קטגוריה:סרטים יפניים Japanese footballers קטגוריה:כדורגלנים יפנים Japanese garden גן יפני Japanese gardens קטגוריה:גן יפני Japanese generals קטגוריה:גנרלים יפנים Japanese giant salamander סלמנדרת ענק יפנית Japanese grammar דקדוק השפה היפנית Japanese gymnasts קטגוריה:מתעמלים יפנים Japanese honors and decorations תבנית:מסדרי כבוד ועיטורים ביפן Japanese idol groups קטגוריה:להקות איידול יפניות Japanese invasion of French Indochina הפלישה להודו-סין Japanese invasion of Manchuria הפלישה היפנית למנצ'וריה Japanese invasion of Thailand הפלישה היפנית לתאילנד Japanese inventions קטגוריה:יפן: המצאות Japanese inventors קטגוריה:ממציאים יפנים Japanese language יפנית Japanese language קטגוריה:יפנית Japanese law קטגוריה:יפן: חוק ומשפט Japanese literature ספרות יפנית Japanese literature קטגוריה:ספרות יפנית Japanese long jumpers קטגוריה:קופצים לרוחק יפנים Japanese macaque מקוק יפני Japanese marten דלק יפני Japanese martial artists קטגוריה:אמני לחימה יפנים Japanese martial arts קטגוריה:אמנויות לחימה יפניות Japanese mathematicians קטגוריה:מתמטיקאים יפנים Japanese military personnel קטגוריה:אנשי צבא יפנים Japanese military personnel of World War II קטגוריה:אנשי צבא יפנים במלחמת העולם השנייה Japanese music קטגוריה:מוזיקה יפנית Japanese musical groups קטגוריה:להקות יפניות Japanese musicians קטגוריה:מוזיקאים יפנים Japanese mythology מיתולוגיה יפנית Japanese mythology קטגוריה:מיתולוגיה יפנית Japanese name תבנית:שם יפני Japanese occupation of Hong Kong קטגוריה:הכיבוש היפני של הונג קונג Japanese otter לוטרה יפנית Japanese painters קטגוריה:ציירים יפנים Japanese people קטגוריה:יפנים Japanese people by occupation קטגוריה:יפנים לפי מקצוע Japanese people convicted of war crimes קטגוריה:פושעי מלחמה יפנים Japanese people of World War II קטגוריה:יפנים במלחמת העולם השנייה Japanese people with disabilities קטגוריה:נכות: יפנים Japanese physicists קטגוריה:פיזיקאים יפנים Japanese poets קטגוריה:משוררים יפנים Japanese politicians קטגוריה:פוליטיקאים יפנים Japanese quail שליו יפני Japanese rock garden גן זן Japanese scientists קטגוריה:מדענים יפנים Japanese sculptors קטגוריה:פסלים יפנים Japanese sea lion אריה ים יפני Japanese serow סרו יפני Japanese singers קטגוריה:זמרים יפנים Japanese society קטגוריה:יפן: חברה Japanese spider crab סרטן עכביש יפני Japanese sport wrestlers קטגוריה:מתאבקים יפנים Japanese sportspeople קטגוריה:ספורטאים יפנים Japanese swimmers קטגוריה:שחיינים יפנים Japanese sword חרב יפנית Japanese tea ceremony טקס תה יפני Japanese television drama ג'יי דרמה Japanese tennis players קטגוריה:טניסאים יפנים Japanese triple jumpers קטגוריה:קופצי משולשת יפנים Japanese voice actors קטגוריה:מדבבים יפנים Japanese war casualties קטגוריה:חללי קרבות יפנים Japanese war crimes קטגוריה:פשעי מלחמה של יפן במלחמת העולם השנייה Japanese weasel סמור יפני Japanese whisky ויסקי יפני Japanese wolf זאב הונשו Japanese women's footballers קטגוריה:כדורגלניות יפניות Japanese words and phrases קטגוריה:מילים וביטויים ביפנית Japanese writers קטגוריה:סופרים יפנים Japanese writing system קטגוריה:כתב יפני Japanese yen ין יפני Japanese-language films קטגוריה:סרטים ביפנית Japanese-language songs קטגוריה:שירים ביפנית Japanologists קטגוריה:חוקרי יפן Japan–Russia relations קטגוריה:יחסי יפן-רוסיה Japheth יפת Japheth יפת בן נח Japhetic people קטגוריה:בני יפת Japonism ג'פוניזם Japurá River ז'פורה Jar צנצנת Jar Jar Binks ג'אר ג'אר בינקס Jar of Flies Jar of Flies Jardin des Plantes ז'רדן דה פלאנט Jardin du Luxembourg גני לוקסמבורג Jardins du Trocadéro גני טרוקדרו Jared ירד Jared Diamond ג'ארד דיימונד Jared Dudley ג'רד דאדלי Jared Gilmore ג'ארד גילמור Jared Harris ג'ארד האריס Jared Leto ג'ארד לטו Jared Padalecki ג'ארד פדלקי Jared Polis ג'ארד פוליס Jared Sullinger ג'ארד סאלינג'ר Jargon ז'רגון Jari Kurri יארי קורי Jari Litmanen יארי ליטמאנן Jari Mäenpää יארי מאנפה Jari-Matti Latvala יארי-מאטי לאטוולה Jarisha ג'רישה Jarkko Nieminen ירקו ניימינן Jarkko Ruutu יארקו רוטו JarlvonHoother תבנית עיצוב Jarmila Kratochvílová ירמילה קרטוכווילובה Jarmo ג'רמו Jarnail Singh Bhindranwale ג'ארנייל סינג בהינדרנוואלה Jarome Iginla ג'רום איגינלה Jaromír Jágr יארומיר יאגר Jaron Lanier ג'רון לנייר Jaroslav Drobný ירוסלאב דרובני Jaroslav Hašek ירוסלב האשק Jaroslav Jakubovič ירוסלב יעקובוביץ' Jaroslav Plašil ירוסלאב פלאשיל Jaroslav Seifert ירוסלב סיפרט Jaroslav Tůma יארוסלב טומה Jaroslavleff משתמש:Jaroslavleff Jarosław ירוסלב Jarosław Araszkiewicz ירוסלאב ארזקיאביץ' Jarosław Bako ירוסלב באקו Jarosław Kaczyński ירוסלב קצ'ינסקי Jarrett Jack ג'רט ג'ק Jarry1250/Weinheim ויינהיים Jarvis Island ג'רביס Jascha Heifetz יאשה חפץ Jascha Horenstein יאשה הורנשטיין Jasenovac concentration camp יאסנובאץ Jashobeam תחכמוני Jasienica Rosielna ישייניצה רושיילנה Jaslene Gonzalez ג'סלין גונזלס Jasmin Repeša יסמין רפשה Jasmine יסמין Jasmonic acid חומצה יסמונית Jason יאסון Jason Alexander ג'ייסון אלכסנדר Jason Bateman ג'ייסון בייטמן Jason Becker ג'ייסון בקר Jason Biggs ג'ייסון ביגס Jason Bonham ג'ייסון בונהם Jason Chaffetz ג'ייסון צ'ייפץ Jason Clarke ג'ייסון קלארק Jason Collins ג'ייסון קולינס Jason Danino-Holt ג'ייסון דנינו-הולט Jason Derulo ג'ייסון דירולו Jason Donovan ג'ייסון דונובן Jason Earles ג'ייסון ארלס Jason Flemyng ג'ייסון פלמינג Jason Isaacs ג'ייסון אייזקס Jason Kapono ג'ייסון קאפונו Jason Kidd ג'ייסון קיד Jason Kreis ג'ייסון קרייס Jason Lee ג'ייסון לי Jason Lewis ג'ייסון לואיס Jason Lezak ג'ייסון ליזאק Jason Maxiell ג'ייסון מקסייל Jason McCaslin ג'ייסון מקאסלין Jason Mewes ג'ייסון מיוז Jason Miller ג'ייסון מילר Jason Momoa ג'ייסון מומואה Jason Moran ג'ייסון מוראן Jason Mraz ג'ייסון מראז Jason Newsted ג'ייסון ניוסטד Jason Orange ג'ייסון אורנג' Jason Priestley ג'ייסון פריסטלי Jason Reitman ג'ייסון רייטמן Jason Rich ג'ייסון ריץ' Jason Richardson ג'ייסון ריצ'רדסון Jason Riley ג'ייסון ריילי Jason Ritter ג'ייסון ריטר Jason Robards ג'ייסון רוברדס Jason Schwartzman ג'ייסון שוורצמן Jason Scott Lee ג'ייסון סקוט לי Jason Segel ג'ייסון סיגל Jason Smilovic ג'ייסון סמיילוביק Jason Statham ג'ייסון סטיית'האם Jason Sudeikis ג'ייסון סודייקיס Jason Terry ג'ייסון טרי Jason Thompson ג'ייסון תומפסון Jason Voorhees ג'ייסון וורהיס Jason Wade ג'ייסון וייד Jason White ג'ייסון וייט Jason Williams ג'ייסון ויליאמס Jason's Tomb קבר יאסון Jason1170/colloidalsilver מי כסף Jasper ג'ספר Jasper ישפה Jasper Cillessen יאספר סילסן Jasper Fforde ג'ספר פורד Jasper Johns ג'ספר ג'ונס Jasper Maskelyne ג'ספר מסקליין Jasper National Park הפארק הלאומי ג'ספר Jasper23/lipsum ננסי פלוסי Jassim bin Mohammed Al Thani ג'אסם בן מוחמד אאל ת'אני Jassy–Kishinev Offensive מבצע יאשי-קישינב Jasło יאסלו Jat people ג'אט Jatrobat משתמש:Jatrobat Jattir חורבת יתיר Jaume Bartumeu ז'אומה ברטומאו קסאני Jaume Collet-Serra ז'אומה קולייט-סרה Jaume Elías ז'אומה אליאס Jaundice צהבת Java Java Java ג'אווה Java קטגוריה:Java Java תבנית:Java Java 3D Java 3D Java District נפת ג'ווה Java OpenGL JOGL Java Web Start Java Web Start Java annotation Java annotation Java mouse-deer איילון מלאי Java servlet Java Servlet Java sparrow אורזית Java virtual machine Java Virtual Machine JavaBeans JavaBeans JavaFX JavaFX JavaOne JavaOne JavaScript JavaScript JavaScript קטגוריה:JavaScript JavaScript library ספריית JavaScript JavaServer Faces JavaServer Faces JavaServer Pages JavaServer Pages Javad Tabatabai ג'וואד טאבאתאבאי Javakheti ג'אוואחתי Javan יוון Javan ferret-badger גירית סמורית ג'אווה Javan lutung לוטונג ג'אווה Javan rhinoceros קרנף ג'אווה Javan rusa אייל טימור Javan tiger טיגריס ג'אווה Javan warty pig חזיר ורוקוזי Javanese language ג'אווה Javelin כידון Javelin throw הטלת כידון Javelin throwers קטגוריה:מטילי כידון Javert ז'אבר Javi Martínez חאבי מרטינס Javier Aguirre חבייר אגירה Javier Aquino חאבייר אקינו Javier Balboa חאבייר בלבואה Javier Bardem חאווייר ברדם Javier Cercas חווייר סרקס Javier Clemente חבייר קלמנטה Javier Culson חאווייר קולסון Javier Cámara חאווייר קמארה Javier Fernández חאווייר פרננדס Javier Garrido חאבייר גארידו Javier Hernández חאבייר הרננדס Javier Manquillo חאבייר מאנקייו Javier Marías חוויאר מריאס Javier Mascherano חאבייר מסצ'ראנו Javier Pastore חאבייר פסטורה Javier Pinola חאבייר פינולה Javier Páez חאבייר פאהס Javier Pérez de Cuéllar חוויאר פרז דה קוויאר Javier Saviola חבייר סביולה Javier Solana חאבייר סולאנה Javier Sotomayor חאבייר סוטומאיור Javier Urruticoechea חבייר אורוטי Javier Zanetti חבייר זאנטי Javm20/sandbox לאו רומני Jaw לסת Jawad Williams ג'וואד ויליאמס Jawaharlal Nehru ג'ווהרלל נהרו Jawhar Mnari ג'אוור מנארי Jawi alphabet ג'אווי Jawne יבנה Jawor יאבור Jawornik Polski יאבורניק פולסקי Jaworzno יאבוז'נו Jaws מלתעות Jawwal ג'וואל Jay עורבני Jay Baruchel ג'יי בארושל Jay Inslee ג'יי אינסלי Jay Kay ג'ייסון קיי Jay Leno ג'יי לנו Jay Lovestone ג'יי לאבסטון Jay Nixon ג'יי ניקסון Jay Schroeder ג'יי שרודר Jay Sean ג'יי שון Jay Z ג'יי זי Jay and Silent Bob ג'יי ובוב השקט Jay and Silent Bob Strike Back ג'יי ובוב השקט מכים שנית Jay-Jay Okocha ג'יי ג'יי אוקוצ'ה JayWhitney/Sandbox מייקל אואן Jayapura ג'איאפורה Jaycee Carroll ג'ייסי קארול Jaye Davidson ג'יי דוידסון Jaylen Brown ג'יילן בראון Jayma Mays ג'יימה מייס Jayne Mansfield ג'יין מנספילד Jayok77/Glenanne ???'??? ??????? Jaysh al-Islam צבא האסלאם Jayson Blair ג'ייסון בלייר Jayyous ג'יוס Jazer יעזר Jazira ג'זירה Jazmin Carlin ג'סמין קרלין Jazz Jazz Jazz ג'אז Jazz פורטל:ג'אז Jazz קטגוריה:ג'אז Jazz Jackrabbit ג'אז ג'קרביט Jazz Jackrabbit 2 ג'אז ג'קרביט 2 Jazz at the Philharmonic ג'אז בפילהרמונית Jazz band הרכב ג'אז Jazz dance מחול ג'אז Jazz double-bassists קטגוריה:נגני ג'אז: בסיסטים Jazz drummers קטגוריה:נגני ג'אז: מתופפים Jazz ensembles קטגוריה:הרכבי ג'אז Jazz guitarists קטגוריה:נגני ג'אז: גיטריסטים Jazz hands ידי ג'אז Jazz musicians קטגוריה:מוזיקאי ג'אז Jazz pianists קטגוריה:נגני ג'אז: פסנתרנים Jazz saxophonists קטגוריה:נגני ג'אז: סקסופוניסטים Jazz singers קטגוריה:זמרי ג'אז Jazz standard סטנדרט Jazz standards קטגוריה:סטנדרטים בג'אז Jazz trio שלישיית ג'אז Jazz trombonists קטגוריה:נגני ג'אז: טרומבוניסטים Jazz trumpeters קטגוריה:נגני ג'אז: חצוצרנים Jazz vibraphonists קטגוריה:נגני ג'אז: ויברפוניסטים Jazz violinists קטגוריה:נגני ג'אז: כנרים Jazz writers קטגוריה:מבקרי ג'אז Jazzar Pasha אחמד אל-ג'זאר Jaïro Riedewald יאירו רידוולד Jaú National Park הפארק הלאומי ז'או Jaśliska יאשליסקה Jbarin/Autoimmune Disease draft מחלת חיסון עצמי Jbarin/Autoimmunity draft מחלת חיסון עצמי Jcperez4/jan25 שינה זעירה Jealousy קנאה Jealousy in religion קנאה Jean ז'אן Jean Améry ז'אן אמרי Jean Ancel ז'אן אנצ'ל Jean Anderson ג'ין אנדרסון Jean Anouilh ז'אן אנוי Jean Anthelme Brillat-Savarin בריה סאווארן Jean Arp ז'אן ארפ Jean Auel ג'ין אואל Jean Baptiste Perrin ז'אן-בטיסט פרן Jean Baudrillard ז'אן בודריאר Jean Beausejour ז'אן בוסז'ור Jean Bodel ז'אן בודל Jean Bodin ז'אן בודן Jean Boiteux ז'אן בואטו Jean Borotra ז'אן בורוטרה Jean Buridan ז'אן בורידן Jean Casadesus ז'אן קאסאדסי Jean Casimir-Perier ז'אן קזימיר-פרייה Jean Chapelain ז'אן שאפלן Jean Chrétien ז'אן קרטיין Jean Cocteau ז'אן קוקטו Jean Cras ז'אן קראז Jean Daniel ז'אן דניאל Jean Danjou ז'אן דנז'ו Jean Decety ז'אן דסטי Jean Dufresne ז'אן דיפרן Jean Dujardin ז'אן דוז'רדן Jean Eugène Robert-Houdin ז'אן רובר-אודן Jean Follain ז'אן פולן Jean Fouquet ז'אן פוקה Jean Françaix ז'אן פראנסה Jean François Paul de Gondi ז'אן-פרנסואה פול דה גונדי Jean Froissart ז'אן פרואסאר Jean Gabin ז'אן גאבן Jean Gaston Darboux ז'אן גסטון דארבו Jean Genet ז'אן ז'נה Jean Giono ז'אן ז'יונו Jean Giraudoux ז'אן ז'ירודו Jean Grey ג'ין גריי Jean Hagen ג'ין הייגן Jean Harlow ג'ין הארלו Jean Hersholt ז'אן הרשולט Jean Hersholt Humanitarian Award פרס ז'אן הרשולט לפעילות הומניטרית Jean Hyppolite ז'אן איפוליט Jean Ignace Isidore Gérard Grandville ז'אן גרנדוויל Jean Jaurès ז'אן ז'ורס Jean Lacouture ז'אן לקוטיר Jean Lannes ז'אן לאן Jean Leray ז'אן לרה Jean Makoun ז'אן מאקון Jean Marais ז'אן מארה Jean Marsh ג'ין מארש Jean Martinon ז'אן מרטינו Jean Meeus יאן מיאוס Jean Michel Jarre ז'אן מישל ז'אר Jean Molinet ז'אן מולינה Jean Monnet ז'אן מונה Jean Moulin ז'אן מולן Jean Nouvel ז'אן נובל Jean Parisot de Valette זא'ן דה לה ולט Jean Paul Gaultier ז'אן-פול גוטייה Jean Paulhan ז'אן פולאן Jean Perrot ז'אן פרו Jean Piaget ז'אן פיאז'ה Jean Racine ז'אן רסין Jean Reno ז'אן רנו Jean Renoir ז'אן רנואר Jean Reynier ז'אן-לואי אבנעזר רנייה Jean Richafort ז'אן רישאפור Jean Rostand ז'אן רוסטאן Jean Rouch ז'אן רוש Jean Seberg ג'ין סיברג Jean Sibelius ז'אן סיבליוס Jean Simmons ג'ין סימונס Jean Smart ג'ין סמארט Jean Sony Alcénat ז'אן אלסנט Jean Stapleton ג'ין סטייפלטון Jean Stern ז'אן שטרן Jean Taubenhaus ז'אן טאובנהאוס Jean Tigana ז'אן טיגנה Jean Tinguely ז'אן טינגלי Jean Tirole ז'אן טירול Jean Victor Marie Moreau ז'אן ויקטור מארי מורו Jean Vigo ז'אן ויגו Jean Vilar ז'אן וילאר Jean Webster ג'ין ובסטר Jean de Chelles ז'אן דה של Jean de Joinville ז'אן דה ז'ואנוויל Jean de La Bruyère ז'אן דה לה ברייר Jean de La Fontaine ז'אן דה לה פונטן Jean de Menasce ז'אן דה מנשה Jean de Reszke יאן דה רשקה Jean du Bellay ז'אן די בלה Jean le Rond d'Alembert ז'אן לה רון ד'אלמבר Jean-Alain Boumsong ז'אן-אלן בומסונג Jean-Antoine Watteau אנטואן ואטו Jean-Auguste-Dominique Ingres ז'אן-אוגוסט-דומיניק אנגר Jean-Baptiste Alphonse Karr אלפונס קאר Jean-Baptiste Annibal Aubert du Bayet ז'אן-בטיסט אניבאל אובר דה בייה Jean-Baptiste Arban ז'אן-בטיסט ארבאן Jean-Baptiste Biot ז'אן-בטיסט ביו Jean-Baptiste Bénard de la Harpe ז'אן-בטיסט בנאר דה לה ארפ Jean-Baptiste Charcot ז'אן-באטיסט שארקו Jean-Baptiste Charles Bouvet de Lozier ז'אן-באטיסט שארל בובה דה לוזייה Jean-Baptiste Colbert ז'אן-בטיסט קולבר Jean-Baptiste De Coster ז'אן בטיסט דה קוסטר Jean-Baptiste Denys ז'אן-בטיסט דני Jean-Baptiste Janssens ז'אן-בטיסט ינסן Jean-Baptiste Kléber ז'אן-בטיסט קלבר Jean-Baptiste Lamarck ז'אן-בטיסט דה לאמארק Jean-Baptiste Lebas משתמש:Trauenbaum/ז'אן-בטיסט לבה Jean-Baptiste Lully ז'אן-בטיסט לולי Jean-Baptiste Pigalle ז'אן-בטיסט פיגאל Jean-Baptiste Romé de l'Isle ז'אן-בטיסט לואי רומה דה ל'איל Jean-Baptiste de La Salle ז'אן-בטיסט דה לה סאל Jean-Baptiste-Camille Corot ז'אן-בטיסט קאמי קורו Jean-Baptiste-Siméon Chardin ז'אן-בטיסט סימאון שארדן Jean-Bertrand Aristide ז'אן-ברטראן אריסטיד Jean-Bédel Bokassa ז'אן-בדל בוקאסה Jean-Christophe Rufin ז'אן-כריסטוף ריפן Jean-Claude Brisseau ז'אן-קלוד בריסו Jean-Claude Carrière ז'אן-קלוד קרייר Jean-Claude Juncker ז'אן-קלוד יונקר Jean-Claude Killy ז'אן-קלוד קילי Jean-Claude Pascal ז'אן-קלוד פסקל Jean-Claude Trichet ז'אן-קלוד טרישה Jean-Claude Van Damme ז'אן-קלוד ואן דאם Jean-François Champollion ז'אן-פרנסואה שמפוליון Jean-François Copé ז'אן-פרנסואה קופה Jean-François Duclerc ז'אן פרנסואה דוקלרק Jean-François Le Sueur ז'אן פרנסואה לסואר Jean-François Lyotard ז'אן-פרנסואה ליוטר Jean-François Millet ז'אן-פרנסואה מילה Jean-Georges Vongerichten ז'אן-ז'ורז' וונגריכטן Jean-Henri Fabre ז'אן-אנרי פאבר Jean-Hippolyte Flandrin ז'אן-איפוליט פלנדרן Jean-Honoré Fragonard ז'אן אונורה פרגונאר Jean-Jacques Annaud ז'אן-ז'אק אנו Jean-Jacques Goldman ז'אן-ז'אק גולדמן Jean-Jacques Gosso ז'אן ז'אק גוסו גוסו Jean-Jacques Rousseau ז'אן-ז'אק רוסו Jean-Joseph Mouret ז'אן-ז'וזף מורה Jean-Joseph de Mondonville ז'אן-ז'וזף דה מונדונוויל Jean-Louis Barrault ז'אן-לואי בארו Jean-Louis Guez de Balzac ז'אן לואי גז דה בלזאק Jean-Louis Trintignant ז'אן-לואי טרנטיניאן Jean-Louis-Ernest Meissonier ז'אן-לואי-ארנסט מסונייה Jean-Luc Godard ז'אן-לוק גודאר Jean-Luc Mélenchon ז'אן לוק מלנשון Jean-Luc Picard ז'אן-לוק פיקארד Jean-Léon Gérôme ז'אן-לאון ז'רום Jean-Marc Ayrault ז'אן-מארק ארו Jean-Marie Le Pen ז'אן-מארי לה פן Jean-Marie Leblanc ז'אן-מרי לבלאן Jean-Marie Leclair ז'אן-מארי לקלייר Jean-Marie Lehn ז'ן-מארי להן Jean-Marie Lustiger ז'אן-מארי לוסטיז'ה Jean-Marie Musy ז'אן מרי מוזי Jean-Marie Pfaff ז'אן-מרי פפאף Jean-Martin Charcot ז'אן-מרטן שארקו Jean-Michel Basquiat ז'אן-מישל בסקיה Jean-Michel Lorain ז'אן-מישל לורן Jean-Michel Saive ז'אן-מישל סב Jean-Paul Belmondo ז'אן-פול בלמונדו Jean-Paul Fitoussi ז'אן-פול פיטוסי Jean-Paul Marat ז'אן-פול מארה Jean-Paul Sartre ז'אן-פול סארטר Jean-Paul Sartre קטגוריה:ז'אן-פול סארטר Jean-Philippe Rameau ז'אן-פיליפ ראמו Jean-Pierre Bacri ז'אן-פייר בכרי Jean-Pierre Claris de Florian ז'אן-פייר קלארי דה פלוריאן Jean-Pierre Houël ז'אן-פייר הואל Jean-Pierre Jeunet ז'אן-פייר ז'נה Jean-Pierre Melville ז'אן-פייר מלוויל Jean-Pierre Papin ז'אן-פייר פאפן Jean-Pierre Rampal ז'אן-פייר רמפל Jean-Pierre Serre ז'אן-פייר סר Jean-Yves Thibaudet ז'אן איב טיבודה Jeane Kirkpatrick ג'ין קירקפטריק Jeane Manson ג'ין מנסון Jeanette Epps ג'נט ג' אפס Jeanette Ottesen יאנט אוטסן Jeanette Winterson ג'נט וינטרסון Jeaniene Frost ג'אנין פרוסט Jeanne Calment ז'אן לואיז קלמן Jeanne Hébuterne ז'אן אבוטרן Jeanne Lampl-de Groot ז'אן לאמפל-דה חרוט Jeanne Moreau ז'אן מורו Jeanne Shaheen ג'ין שאהין Jeanne Tripplehorn ג'ין טריפלהורן Jeanne Villepreux-Power ז'אן וילפרו-פאוור Jeanne d'Albret ז'אן ד'אלברה Jeanne d'Arc ז'אן ד'ארק Jeannette Rankin ג'נט רנקין Jeannie Berlin ג'יני ברלין Jeannie Longo ז'ני לונגו Jeans ג'ינס Jeans instability אי יציבות ג'ינס Jeb Bush ג'ב בוש Jeb Corliss ג'ב קורליס Jebchit ג'בשית Jebe דז'ב Jebel Akhdar ג'בל אחדר Jebel Aqra הר קל Jebel Barkal ג'בל ברקל ואתרי אזור נפאטה Jebel Musa ג'בל מוסא Jebel Shams ג'בל שמס Jeberti people ג'ברתי Jebus יבוס Jebusite יבוסים Jeconiah יהויכין Jecowa משתמש:Jecowa Jed Brophy ג'ד ברופי Jed Graef ג'ד גראף Jed Mercurio ג'ד מרקוריו Jed Rubenfeld ג'ד רובנפלד Jedaiah משמרת ידעיה Jedaiah ben Abraham Bedersi ידעיה הפניני Jeddah ג'דה Jeddah קטגוריה:ג'דה Jeddah Al-Balad ג'דה ההיסטורית Jeddah Tower מגדל הממלכה Jedediah Smith ג'דדיה סמית Jedi מסדר הג'דיי Jedi census phenomenon תופעת הג'דיי במפקד האוכלוסין Jedidiah Norzi ידידיה שלמה רפאל נורצי Jedlińsk ידלינסק Jedudedek משתמש:Jedudedek Jeduthun ידותון Jedwabne ידוובנה Jedwabne pogrom הטבח בידוובנה Jedward ג'דווארד Jeep ג'יפ Jeepers Creepers ג'יפרס קריפרס Jeepney ג'יפני Jeet Kune Do ג'יט קון דו Jeeves and Wooster ג'יבס וווסטר Jef Lambeaux ז'ף לאמבו Jef Raskin ג'ף רסקין Jeff "Swampy" Marsh ג'ף "סוומפי" מארש Jeff Ament ג'ף אמנט Jeff Beck ג'ף בק Jeff Berlin ג'ף ברלין Jeff Bezos ג'ף בזוס Jeff Blockley ג'ף בלוקלי Jeff Bridges ג'ף ברידג'ס Jeff Buckley ג'ף באקלי Jeff Chandler ג'ף צ'נדלר Jeff Daniels ג'ף דניאלס Jeff Dunham ג'ף דנהאם Jeff Farrell ג'ף פארל Jeff Flake ג'ף פלייק Jeff Foote ג'ף פוט Jeff Glixman ג'ף גליקסמן Jeff Goldblum ג'ף גולדבלום Jeff Green ג'ף גרין Jeff Halper ג'ף הלפר Jeff Hanneman ג'ף הנמן Jeff Hardy ג'ף הארדי Jeff Hawkins ג'ף הוקינס Jeff Henderson ג'ף הנדרסון Jeff Hornacek ג'ף הורנסק Jeff Kinney ג'ף קיני Jeff Koons ג'ף קונס Jeff Lemire ג'ף למיר Jeff Lindsay ג'ף לינדסי Jeff Louis ג'ף לואיס Jeff Lynne ג'ף לין Jeff Merkley ג'ף מרקלי Jeff Probst ג'ף פרובסט Jeff Pulver ג'ף פולבר Jeff Sessions ג'ף סשנס Jeff Strasser ג'ף סטרסר Jeff Teague ג'ף טיג Jeff Tutuana ג'ף טוטואנה Jeff Van Gundy ג'ף ואן גנדי Jeff Wayne's Musical Version of The War of the Worlds מלחמת העולמות Jefferson ג'פרסון דה אוליביירה גלבאו Jefferson Airplane ג'פרסון איירפליין Jefferson County מחוז ג'פרסון Jefferson Davis ג'פרסון דייוויס Jefferson Farfán ג'פרסון פרפאן Jefferson Lecture הרצאת ג'פרסון Jefferson Memorial אנדרטת ג'פרסון Jefferson family קטגוריה:משפחת ג'פרסון Jeffrey Alexander ג'פרי אלכסנדר Jeffrey Archer ג'פרי ארצ'ר Jeffrey Buttle ג'פרי בטל Jeffrey Combs ג'פרי קומבס Jeffrey Dahmer ג'פרי דאהמר Jeffrey Dean Morgan ג'פרי דין מורגן Jeffrey Donovan ג'פרי דונובן Jeffrey Eugenides ג'פרי יוג'נידיס Jeffrey Goldberg ג'פרי גולדברג Jeffrey Jones ג'פרי ג'ונס Jeffrey Kahane ג'פרי קהן Jeffrey Katzenberg ג'פרי קצנברג Jeffrey Lieber ג'פרי ליבר Jeffrey Skoll ג'ף סקול Jeffrey Tambor ג'פרי טמבור Jeffrey Tate ג'פרי טייט Jeffrey Ullman ג'פרי אולמן Jeffrey Wright ג'פרי רייט Jeffrén Suárez ז'פרן סוארס Jeh Johnson ג'יי ג'ונסון Jehanne d'Alcy ז'אן ד'לסי Jeheskel Shoshani יחזקאל שושני Jehiel Elyachar יחיאל אלישר Jehiel ben Solomon Heilprin יחיאל היילפרין Jehoahaz יהואחז Jehoahaz of Israel יהואחז Jehoahaz of Judah יהואחז Jehoash יואש Jehoash Inscription כתובת יהואש Jehoash of Israel יואש Jehoash of Judah יואש Jehoiada יהוידע הכהן Jehoiakim יהויקים Jehol Biota חבורת ג'הול Jehoram of Israel יורם Jehoram of Judah יורם Jehoshaphat יהושפט Jehovah's Witnesses עדי יהוה Jehozadak יהוצדק הכהן Jehu יהוא Jehu יהוא בן חנני Jehucal יהוכל בן שלמיהו Jehuda Wallach יהודה ואלך Jeju Province ג'ג'ו Jeju Province קטגוריה:ג'ג'ו Jeju Volcanic Island and Lava Tubes האי הגעשי ג'ג'ו וצינורות הלבה Jejunal arteries עורקי המעי הריק Jejunum המעי הריק Jelena Janković ילנה יאנקוביץ' Jelenia Góra ילניה גורה Jelgava ילגבה Jellabiya גלביה Jelle Vossen יילה ווסן Jellicle cats חתולים - דמויות Jellied eels ג'לי צלופחים Jelling יילין Jelling stones האבנים הרוניות ביילין Jelly Belly ג'לי בלי Jelly Roll Morton ג'לי רול מורטון Jellyfish מדוזה Jellyfish מדוזות Jelte משתמש:Jelte Jem ג'ם וההולוגרמות Jem'Hadar ג'מהדאר Jemaa el-Fnaa ג'אמע אל-פנא Jemaah Islamiyah אל-ג'מאעה אל-אסלאמיה Jemaine Clement ג'מיין קלמנט Jemdet Nasr ג'מדט נאסר Jemima Rooper ג'מימה רופר Jemma Redgrave ג'מה רדגרייב Jen Psaki ג'ן סאקי Jen Taylor Friedman ג'ן טיילור פרידמן Jena יינה Jena Malone ג'נה מאלון Jencarlos Canela ג'נקרלוס קנלה Jenette Goldstein ג'נט גולדשטיין Jenga ג'נגה Jenia Tversky ז'ניה טברסקי Jenin ג'נין Jenin קטגוריה:ג'נין Jenin Arraba עראבה Jenin Governorate קטגוריה:נפת ג'נין Jenin Jaba' ג'בע Jenin Jenin ג'נין ג'נין Jenin Sanur סנור Jenji Kohan ג'נג'י כהן Jenkins ג'נקינס Jenn Suhr ג'ן שור Jenna Coleman ג'נה לואיס קולמן Jenna Dewan ג'נה דוואן Jenna Elfman ג'נה אלפמן Jenna Fischer ג'נה פישר Jenna Jameson ג'נה ג'יימסון Jenna Marbles ג'נה מרבלס Jenner ג'נר Jennette McCurdy ג'נט מקארדי Jennie Garth ג'ני גארת' Jennie Johansson יני יוהנסון Jennie Tourel ג'ני טוראל Jennifer Aniston ג'ניפר אניסטון Jennifer Beals ג'ניפר בילס Jennifer Capriati ג'ניפר קפריאטי Jennifer Carpenter ג'ניפר קרפנטר Jennifer Connelly ג'ניפר קונלי Jennifer Coolidge ג'ניפר קולידג' Jennifer Egan ג'ניפר איגן Jennifer Ehle ג'ניפר אילי Jennifer Esposito ג'ניפר אספוזיטו Jennifer Gareis ג'ניפר גרייס Jennifer Garner ג'ניפר גארנר Jennifer Grey ג'ניפר גריי Jennifer Hudson ג'ניפר הדסון Jennifer Jason Leigh ג'ניפר ג'ייסון לי Jennifer Jones ג'ניפר ג'ונס Jennifer Lawrence ג'ניפר לורנס Jennifer Lee ג'ניפר לי Jennifer Lien ג'ניפר ליאן Jennifer Lopez ג'ניפר לופז Jennifer Lopez קטגוריה:ג'ניפר לופז Jennifer Lopez תבנית:ג'ניפר לופז Jennifer Lopez albums קטגוריה:אלבומי ג'ניפר לופז Jennifer Love Hewitt ג'ניפר לאב יואיט Jennifer 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יז'י דודק Jerzy Ficowski יז'י פיצובסקי Jerzy Franciszek Kulczycki יורי פרנץ קולצ'יצקי Jerzy Grotowski יז'י גרוטובסקי Jerzy Hoffman יז'י הופמן Jerzy Jan Lerski יז'י לרסקי Jerzy Kosiński יז'י קושינסקי Jerzy Neyman יז'י ניימן Jerzy Pawłowski יז'י פבלובסקי Jerzy Popiełuszko יזשי פופילושקו Jerzy Semkow יז'י סמקוב Jerónimos Monastery מנזר ז'רונימוש Jesaiah Ben-Aharon ישעיהו בן-אהרן Jesca Hoop ג'סקה הופ Jesekiel David Kirszenbaum יחזקאל קירשנבוים Jeshbab the Scribe רבי ישבב הסופר Jeshua ben Judah ישועה בן יהודה Jesper Grønkjær ייספר גרונקיאר Jesse ישי Jesse Carmichael ג'סי קרמייקל Jesse Chambers ג'סי צ'יימברס Jesse Eisenberg ג'סי אייזנברג Jesse Jackson ג'סי ג'קסון Jesse James ג'סי ג'יימס Jesse James Hollywood ג'סי ג'יימס הוליווד Jesse Lasky ג'סי לסקי Jesse Lauriston Livermore ג'ס ליברמור Jesse Lingard ג'סי לינגארד Jesse McCartney ג'סי מקרטני Jesse Metcalfe ג'סי מטקאלף Jesse Oldendorf ג'סי אולדנדורף Jesse Owens ג'סי אוונס Jesse Plemons ג'סי פלמונס Jesse Spencer ג'סי ספנסר Jesse Stuart ג'סי סטיוארט Jesse Tyler Ferguson ג'סי טיילר פרגוסון Jesse Vassallo ג'סי ואסאלו Jesse Ventura ג'סי ונטורה Jesse Williams ג'סי ויליאמס Jessequicknnew.JPG קובץ:Jessequick.jpg Jessica Alba ג'סיקה אלבה Jessica Benjamin ג'סיקה בנג'מין Jessica Biel ג'סיקה ביאל Jessica Brown Findlay ג'סיקה בראון פינדליי Jessica Capshaw ג'סיקה קאפשו Jessica Chastain ג'סיקה צ'סטיין Jessica Ennis-Hill ג'סיקה אניס-היל Jessica Hardy ג'סיקה הארדי Jessica Jones ג'סיקה ג'ונס Jessica Lange ג'סיקה לאנג Jessica Long ג'סיקה לונג Jessica Lowndes ג'סיקה לונדס Jessica Mauboy ג'סיקה מאובוי Jessica Paré ג'סיקה פארה Jessica Rabbit ג'סיקה ראביט Jessica Raine ג'סיקה ריין Jessica Simpson ג'סיקה סימפסון Jessica Sloan ג'סיקה סלואן Jessica Stroup ג'סיקה סטרופ Jessica Szohr ג'סיקה זור Jessica Tandy ג'סיקה טנדי Jessica Valenti ג'סיקה ולנטי Jessica Walter ג'סיקה וולטר Jessicah Schipper ג'סיקה שיפר Jessicaobrien08/sandbox שיקגו קאבס Jessie ג'סי Jessie J ג'סי ג'יי Jessye Norman ג'סי נורמן Jessyoung14/sandbox זהות מינית Jester ליצן חצר Jesuit Block and Estancias of Córdoba מתחם וחוות הישועים בקורדובה Jesuit Missions of Chiquitos המיסיונים הישועיים בצ'יקיטוס Jesuit history קטגוריה:המיסיונים הישועיים של הגוארני Jesuits קטגוריה:ישועים Jesus ישו Jesus ישוע Jesus קטגוריה:ישו Jesus Christ Pose Jesus Christ Pose Jesus Christ Superstar ישו כוכב עליון Jesus Christ Vampire Hunter ישו צייד הערפדים Jesus Trail שביל ישו Jesus ben Ananias ישוע בן חנניה Jesus in Islam עיסא Jesé חסה רודריגס Jesús Garay חסוס גאראי Jesús Gámez חסוס גאמס Jesús López-Cobos חסוס לופז-קובוס Jesús María Pereda צ'וס פרדה Jesús Navas חסוס נבאס Jesús Rueda חסוס רואדה Jesús Vallejo חסוס ואייחו Jet סילון Jet Airways ג'ט איירווייז Jet Asia Airways ג'ט אסיה איירווייז Jet Li ג'ט לי Jet Propulsion Laboratory המעבדה להנעה סילונית Jet aircraft מטוס סילון Jet bridge גשר עלייה למטוס Jet d'Eau מזרקת סילון המים Jet engine מנוע סילון Jet engines קטגוריה:מנועי סילון Jet lag יעפת Jet pack תרמיל ריחוף Jet stream זרם סילון Jet2.com Jet2.com Jet4you Jet4you JetBlue ג'ט בלו איירווייז Jetairfly ג'טאייר פליי Jeter ג'טר Jethou ג'ת'ו Jethro יתרו Jethro B/Jewish holidays חגי ישראל ומועדיו Jethro Tull ג'ת'רו טאל Jethro Tull קטגוריה:ג'ת'רו טאל Jethro Tull Songs from the Wood.jpg Image:Jethro Tull Songs from the Wood.jpg Jetix ג'טיקס Jeton Kelmendi ג'טון קלמנדי Jetro Willems יטרו וילמס Jetstar Airways ג'טסטאר איירווייז Jetstar Asia Airways ג'טסטאר אסיה איירווייז Jew יהודים#אטימולוגיה Jew Suss: Rise and Fall היהודי זיס: סרט ללא מצפון Jew Süss היהודי זיס Jew's harp נבל פה Jewel ג'ול Jewel House בית התכשיטים Jewel Tower מגדל היהלום Jewellery קטגוריה:תכשיטים Jewellery תכשיט Jewellery designers קטגוריה:תכשיטנים Jewels of Elizabeth II תבנית:תכשיטי הכתר של הממלכה המאוחדת Jewish Agency for Israel הסוכנות היהודית Jewish Agency for Israel קטגוריה:הסוכנות היהודית Jewish American actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים אמריקאים Jewish American composers קטגוריה:מלחינים יהודים אמריקאים Jewish American culture קטגוריה:יהדות ארצות הברית: תרבות Jewish American historians קטגוריה:היסטוריונים יהודים אמריקאים Jewish American mayors קטגוריה:יהודים ראשי ערים בארצות הברית Jewish American musicians קטגוריה:מוזיקאים יהודים אמריקאים Jewish American philanthropists קטגוריה:נדבנים יהודים אמריקאים Jewish American politicians קטגוריה:פוליטיקאים יהודים אמריקאים Jewish American screenwriters קטגוריה:תסריטאים יהודים אמריקאים Jewish American state governors of the United States קטגוריה:יהודים מושלי מדינות ארצות הברית Jewish American writers קטגוריה:סופרים יהודים אמריקאים Jewish Anti-Fascist Committee הוועד היהודי האנטי-פשיסטי Jewish Argentine writers קטגוריה:סופרים יהודים ארגנטינאים Jewish Australian actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים אוסטרלים Jewish Autonomism אוטונומיזם יהודי Jewish Autonomous Oblast המחוז היהודי האוטונומי Jewish Autonomous Oblast קטגוריה:המחוז היהודי האוטונומי Jewish Autonomous Oblast Obluchye אובלוצ'ה Jewish Babylonian Aramaic ארמית בבלית Jewish Babylonian history קטגוריה:יהדות בבל Jewish Bolshevism יודאו-קומוניזם Jewish Book Council הפרס הלאומי לספרים יהודיים Jewish Brigade הבריגדה היהודית Jewish British actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים בריטים Jewish British politicians קטגוריה:פוליטיקאים יהודים בריטים Jewish Broadcasting Service Shalom TV Jewish Canadian writers קטגוריה:סופרים יהודים קנדים Jewish Children's Home in Oslo בית הילדים היהודים באוסלו Jewish Children's Museum מוזיאון הילדים היהודי Jewish Chinese history קטגוריה:יהדות סין Jewish Christian יהודים-נוצרים Jewish Colonization Association יק"א Jewish Combat Organization הארגון היהודי הלוחם Jewish Combat Organization members קטגוריה:לוחמי הארגון היהודי הלוחם Jewish Community Center מרכז קהילתי יהודי Jewish Defense League הליגה להגנה יהודית Jewish Encyclopedia האנציקלופדיה היהודית Jewish Federation פדרציה יהודית Jewish Federations of North America הפדרציות היהודיות של צפון אמריקה Jewish French politicians קטגוריה:פוליטיקאים יהודים צרפתים Jewish Galician קטגוריה:יהדות גליציה Jewish German actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים גרמנים Jewish German 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National Fund קרן קימת לישראל Jewish National Party המפלגה הלאומית היהודית Jewish News One ערוץ החדשות היהודי Jewish Palestinian Aramaic ארמית גלילית Jewish Parachutists of Mandate Palestine צנחני היישוב Jewish Party המפלגה היהודית הרומנית Jewish People Policy Institute המכון למדיניות העם היהודי Jewish Polish actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים פולנים Jewish Polish politicians קטגוריה:פוליטיקאים יהודים פולנים Jewish Quarter הרובע היהודי Jewish Quarter of Třebíč הרובע היהודי בטשביץ' Jewish Released Time של"ה Jewish Renewal התנועה להתחדשות יהודית Jewish Resistance Movement תנועת המרי העברי Jewish Review of Books Jewish Review of Books Jewish Romanian history קטגוריה:יהדות רומניה Jewish Settlement Police משטרת היישובים העבריים Jewish Sharab יהדות שרעב Jewish Telegraphic Agency JTA Jewish Territorialist Organization טריטוריאליזם יהודי Jewish Theological Seminary of America בית המדרש לרבנים באמריקה Jewish Theological Seminary of America faculty קטגוריה:סגל בית המדרש לרבנים באמריקה Jewish Theological Seminary of Breslau בית המדרש לרבנים בברסלאו Jewish Ukrainian writers קטגוריה:סופרים יהודים אוקראינים Jewish Underground המחתרת היהודית Jewish United States Senators קטגוריה:סנאטורים יהודים אמריקאים Jewish Virtual Library הספרייה היהודית המקוונת Jewish Vocational School Masada in Darmstadt 1947-1948 בית הספר המקצועי היהודי מסדה בדרמשטאט Jewish Voice for Peace קול יהודי לשלום Jewish World Review ג'ואיש וורלד רוויו Jewish activists קטגוריה:פעילים יהודים Jewish actors קטגוריה:שחקני קולנוע וטלוויזיה יהודים Jewish anarchists קטגוריה:אנרכיסטים יהודים Jewish and Israeli holidays תבנית:חגי ישראל ומועדיו Jewish and democratic state מדינה יהודית ודמוקרטית Jewish architects קטגוריה:אדריכלים יהודים Jewish art קטגוריה:אמנות יהודית Jewish artists קטגוריה:אמנים יהודים Jewish assimilation התבוללות Jewish astronauts קטגוריה:אסטרונאוטים יהודים Jewish atheism אתאיזם יהודי Jewish atheists קטגוריה:אתאיסטים יהודים Jewish athletes קטגוריה:אתלטים יהודים Jewish baseball players קטגוריה:שחקני בייסבול יהודים Jewish basketball players קטגוריה:כדורסלנים יהודים Jewish blessings קטגוריה:ברכות Jewish boxers קטגוריה:מתאגרפים יהודים Jewish catacombs of Venosa הקטקומבות היהודיות בוונוסה Jewish cemeteries קטגוריה:בתי קברות יהודיים Jewish cemeteries in Israel קטגוריה:קברים ובתי קברות יהודיים בארץ ישראל Jewish cemeteries in the United States קטגוריה:ארצות הברית: בתי קברות יהודיים Jewish ceremonial art תשמיש קדושה ותשמיש מצווה Jewish ceremonial food and drink קטגוריה:אכילה ושתייה ביהדות Jewish chemists קטגוריה:כימאים יהודים Jewish chess players קטגוריה:שחמטאים יהודים Jewish cinema קטגוריה:קולנוע יהודי Jewish classical pianists קטגוריה:פסנתרנים יהודים Jewish clergy קטגוריה:אנשי דת יהודים Jewish comedians קטגוריה:קומיקאים יהודים Jewish comedy and humor קטגוריה:הומור יהודי Jewish commentaries on the Bible פרשני המקרא Jewish communities קטגוריה:קהילות יהודיות Jewish communities in Hungary קטגוריה:קהילות יהודיות בהונגריה Jewish communities in Romania קטגוריה:קהילות יהודיות ברומניה Jewish communities in Turkey קטגוריה:קהילות יהודיות בטורקיה Jewish communities in the Czech Republic קטגוריה:קהילות יהודיות בצ'כיה Jewish communities in the United States קטגוריה:קהילות יהודיות בארצות הברית Jewish composers קטגוריה:מלחינים יהודים Jewish contract bridge players קטגוריה:שחקני ברידג' יהודים Jewish courts and civil law קטגוריה:משפט עברי Jewish cuisine המטבח היהודי Jewish cuisine קטגוריה:המטבח היהודי Jewish culture קטגוריה:תרבות יהודית Jewish culture תרבות יהודית חילונית Jewish diaspora גלות Jewish dramatists and playwrights קטגוריה:מחזאים יהודים Jewish education קטגוריה:חינוך יהודי Jewish educators קטגוריה:אנשי חינוך יהודים Jewish emancipation אמנציפציה ליהודים Jewish encyclopedias קטגוריה:אנציקלופדיות יהודיות Jewish encyclopedists קטגוריה:אנציקלופדיסטים יהודים Jewish eschatology ימות המשיח Jewish eschatology קטגוריה:אסכטולוגיה יהודית Jewish ethical law קטגוריה:מוסר Jewish ethics תיקון המידות Jewish exodus from Arab and Muslim countries פליטים יהודים ממדינות ערב Jewish families קטגוריה:משפחות יהודיות Jewish fashion designers קטגוריה:מעצבי אופנה יהודים Jewish fast days קטגוריה:תעניות Jewish feminism פמיניזם דתי Jewish feminism קטגוריה:פמיניזם דתי Jewish fencers קטגוריה:סייפים יהודים Jewish folklore קטגוריה:פולקלור יהודי Jewish folklorists קטגוריה:פולקלוריסטים יהודים Jewish geography חוק דתיים שלובים Jewish ghettos קטגוריה:גטאות Jewish ghettos in Europe גטאות בשואה Jewish ghettos in German-occupied Poland קטגוריה:גטאות בפולין Jewish ghettos in Nazi-occupied Lithuania קטגוריה:גטאות בליטא Jewish grammarians קטגוריה:בלשנים יהודים Jewish gymnasts קטגוריה:מתעמלים יהודים Jewish hat כובע היהודים Jewish historians קטגוריה:היסטוריונים יהודים Jewish history היסטוריה של עם ישראל Jewish history קטגוריה:תולדות עם ישראל Jewish history organizations קטגוריה:מכוני מחקר בנושא יהדות Jewish holidays חגי ישראל ומועדיו Jewish holy days קטגוריה:חגי ישראל ומועדיו Jewish holy places קטגוריה:מקומות קדושים ליהודים Jewish humour הומור בתרבות היהודית Jewish ice hockey players קטגוריה:שחקני הוקי קרח יהודים Jewish illuminated manuscripts קטגוריה:כתבי יד עבריים מאוירים Jewish immigrant ships קטגוריה:אוניות מעפילים Jewish inventors קטגוריה:ממציאים יהודים Jewish languages קטגוריה:שפות יהודיות Jewish languages שפות יהודיות Jewish languages תבנית:שפות יהודיות Jewish law קטגוריה:הלכה Jewish legendary creatures קטגוריה:יצורים אגדיים במיתולוגיה היהודית Jewish libraries קטגוריה:ספריות יהודיות Jewish literature ספרות עם ישראל Jewish literature קטגוריה:ספרות יהודית Jewish liturgical poems קטגוריה:פיוטים Jewish magazines published in the United States קטגוריה:יהדות ארצות הברית: כתבי עת Jewish marital law קטגוריה:הלכות אישות Jewish medieval literature קטגוריה:ספרות יהודית של ימי הביניים Jewish members of the United States House of Representatives קטגוריה:יהודים חברי בית הנבחרים של ארצות הברית Jewish messianism קטגוריה:תנועות משיחיות יהודיות Jewish military personnel קטגוריה:אנשי צבא יהודים Jewish mother stereotype אמא פולנייה Jewish movements קטגוריה:תנועות יהודיות Jewish 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physicians קטגוריה:רופאים יהודים Jewish physicists קטגוריה:פיזיקאים יהודים Jewish pilgrimages קטגוריה:אתרי עלייה לרגל Jewish pirates שודדי ים יהודים Jewish poets קטגוריה:משוררים יהודים Jewish political organizations קטגוריה:ארגונים פוליטיים יהודיים Jewish political parties קטגוריה:מפלגות יהודיות בפזורה היהודית Jewish politicians קטגוריה:פוליטיקאים יהודים Jewish population by country יהדות התפוצות Jewish prayer תפילה Jewish prayer and ritual texts קטגוריה:ליטורגיה יהודית Jewish prayer books קטגוריה:סידורים Jewish prayer modes שטייגר Jewish prenuptial agreement הסכם טרום נישואים Jewish principles of faith עיקרי האמונה היהודית Jewish printing and publishing קטגוריה:דפוס עברי Jewish psychiatrists קטגוריה:פסיכיאטרים יהודים Jewish question השאלה היהודית Jewish rebellions קטגוריה:מרידות יהודיות Jewish religious clothing קטגוריה:לבוש יהודי Jewish religious movements זרמים ביהדות המודרנית Jewish religious movements קטגוריה:זרמים ביהדות Jewish religious terrorism טרור יהודי בישראל Jewish religious terrorism קטגוריה:טרור יהודי בישראל Jewish resistance during the Holocaust קטגוריה:מרידות יהודים בשואה Jewish resistance in German-occupied Europe התנגדות יהודית בשואה Jewish resistance members קטגוריה:לוחמי מחתרת יהודים בשואה Jewish revolt against Constantius Gallus מרד גאלוס Jewish revolt against Heraclius מרד הרקליוס Jewish ritual objects קטגוריה:תשמישי קדושה Jewish ritual purity law קטגוריה:טומאה וטהרה Jewish royalty קטגוריה:אצולה יהודית Jewish sacrificial law קטגוריה:קורבנות ביהדות Jewish scientists קטגוריה:מדענים יהודים Jewish scribes קטגוריה:סופרי סת"ם Jewish sculptors קטגוריה:פסלים יהודים Jewish secessionism in Israel הצעות להקמת מדינה יהודית חדשה כמחאה Jewish services קטגוריה:ליטורגיה יהודית Jewish singers קטגוריה:זמרים יהודים Jewish society קטגוריה:החברה היהודית Jewish sociologists קטגוריה:סוציולוגים יהודים Jewish songwriters קטגוריה:פזמונאים יהודים Jewish sports organizations קטגוריה:יהודים וספורט Jewish sportspeople קטגוריה:ספורטאים יהודים Jewish state בית לאומי לעם היהודי Jewish studies מדעי היהדות Jewish surname שם משפחה יהודי Jewish surnames קטגוריה:שמות משפחה יהודיים Jewish swimmers קטגוריה:שחיינים יהודים Jewish symbols קטגוריה:סמלים יהודיים Jewish temple בית המקדש Jewish tennis players קטגוריה:טניסאים יהודים Jewish texts קטגוריה:ארון הספרים היהודי Jewish texts in Aramaic קטגוריה:יצירות יהודיות בארמית Jewish theatre קטגוריה:תיאטרון יהודי Jewish thought מחשבת ישראל Jewish tribes of Arabia קטגוריה:שבטים יהודים בחצי האי ערב Jewish vegetarianism צמחונות וטבעונות ביהדות Jewish views on contraception מניעת הריון בהלכה Jewish views on evolution יחס היהדות לתורת האבולוציה Jewish views on slavery עבד עברי Jewish villages depopulated during the 1948 Arab–Israeli War קטגוריה:יישובים עבריים שנחרבו במלחמת העצמאות Jewish violinists קטגוריה:כנרים יהודים Jewish wedding חופה וקידושין Jewish weightlifters קטגוריה:מרימי משקולות יהודים Jewish western art music מוזיקה יהודית אמנותית Jewish writers קטגוריה:סופרים יהודים Jewish youth organizations קטגוריה:תנועות נוער עבריות Jewish-American princess stereotype נסיכה אמריקאית יהודייה JewishGen JewishGen Jewish–Roman wars מרידות יהודה ברומא Jews יהודים Jews קטגוריה:יהודים Jews Praying in the Synagogue on Yom Kippur יהודים מתפללים בבית הכנסת ביום הכיפורים Jews and Judaism in Afghanistan קטגוריה:יהדות אפגניסטן Jews and Judaism in Africa קטגוריה:יהדות אפריקה Jews and Judaism in Algeria קטגוריה:יהדות אלג'יריה Jews and Judaism in Argentina קטגוריה:יהדות ארגנטינה Jews and Judaism in Asia קטגוריה:יהדות אסיה Jews and Judaism in Australia קטגוריה:יהדות אוסטרליה Jews and Judaism in Belarus קטגוריה:יהדות בלארוס Jews and Judaism in Belgium קטגוריה:יהדות בלגיה Jews and Judaism in Brazil קטגוריה:יהדות ברזיל Jews and Judaism in Bulgaria קטגוריה:יהדות בולגריה Jews and Judaism in Cairo קטגוריה:יהדות קהיר Jews and Judaism in Canada קטגוריה:יהדות קנדה Jews and Judaism in Denmark קטגוריה:יהדות דנמרק Jews and Judaism in Egypt קטגוריה:יהדות מצרים Jews and Judaism in Ethiopia קטגוריה:ביתא ישראל Jews and Judaism in Europe קטגוריה:יהדות אירופה Jews and Judaism in Finland קטגוריה:יהדות פינלנד Jews and Judaism in France קטגוריה:יהדות צרפת Jews and Judaism in Georgia קטגוריה:יהדות גאורגיה Jews and Judaism in Germany קטגוריה:יהדות גרמניה Jews and Judaism in Greece קטגוריה:יהדות יוון Jews and Judaism in India קטגוריה:יהדות הודו Jews and Judaism in Ireland קטגוריה:יהדות אירלנד Jews and Judaism in Italy קטגוריה:יהדות איטליה Jews and Judaism in Kraków קטגוריה:יהדות קרקוב Jews and Judaism in Kurdistan קטגוריה:יהדות כורדיסטן Jews and Judaism in Latvia קטגוריה:יהדות לטביה Jews and Judaism in Lebanon קטגוריה:יהדות לבנון Jews and Judaism in Libya קטגוריה:יהדות לוב Jews and Judaism in Lithuania קטגוריה:יהדות ליטא Jews and Judaism in Moldova קטגוריה:יהדות מולדובה Jews and Judaism in Morocco קטגוריה:יהדות מרוקו Jews and Judaism in New York קטגוריה:יהדות ניו יורק Jews and Judaism in New Zealand קטגוריה:יהדות ניו זילנד Jews and Judaism in Norway קטגוריה:יהדות נורווגיה Jews and Judaism in Pakistan קטגוריה:יהדות פקיסטן Jews and Judaism in Palestine קטגוריה:תולדות עם ישראל בארץ ישראל Jews and Judaism in Persia and Iran קטגוריה:יהדות איראן ופרס Jews and Judaism in Peru קטגוריה:יהדות פרו Jews and Judaism in Poland קטגוריה:יהדות פולין Jews and Judaism in Portugal קטגוריה:יהדות פורטוגל Jews and Judaism in Russia קטגוריה:יהדות רוסיה Jews and Judaism in South Africa קטגוריה:יהדות דרום אפריקה Jews and Judaism in Spain קטגוריה:יהדות ספרד Jews and Judaism in Sweden קטגוריה:יהדות שוודיה Jews and Judaism in Switzerland קטגוריה:יהדות שווייץ Jews and Judaism in Syria קטגוריה:יהדות סוריה Jews and Judaism in Tunisia קטגוריה:יהדות תוניסיה Jews and Judaism in Turkey קטגוריה:יהדות טורקיה Jews and Judaism in Ukraine קטגוריה:יהדות אוקראינה Jews and Judaism in Uzbekistan קטגוריה:יהדות בוכרה Jews and Judaism in Warsaw קטגוריה:יהדות ורשה Jews and Judaism in Yemen קטגוריה:יהדות תימן Jews and Judaism in Yugoslavia קטגוריה:יהדות יוגוסלביה Jews and Judaism in the Czech Republic קטגוריה:יהדות צ'כיה Jews and Judaism in the Republic of Macedonia קטגוריה:יהדות מקדוניה Jews and Judaism in the Soviet Union קטגוריה:יהדות ברית המועצות Jews and Judaism in the United Kingdom קטגוריה:יהדות בריטניה Jews and Judaism in the United States קטגוריה:יהדות ארצות הברית Jews and Judaism in the United States by state קטגוריה:יהדות ארצות הברית לפי מדינה Jews and Judaism infobox templates קטגוריה:תבניות פרמטריות - יהדות Jews and Judaism templates קטגוריה:תבניות ניווט - יהדות Jews as the chosen people בחירת עם ישראל Jews by country קטגוריה:יהודים לפי מקום מגורים Jews by occupation קטגוריה:יהודים לפי מקצוע Jews by period קטגוריה:יהודים לפי תקופה Jews expelled from Spain in 1492 קטגוריה:מגורשי ספרד ופורטוגל Jews for Jesus יהודים למען ישוע Jews for the Preservation of Firearms Ownership יהודים למען שימור הבעלות על כלי ירייה Jews from Carpathian Ruthenia קטגוריה:יהודים מרוסיה הקרפטית Jews from Galicia קטגוריה:יהודים גליציאנים Jews from Georgia קטגוריה:יהודים גאורגים Jews in Latvia מוזיאון יהודים בלטביה Jews in Venezuela יהדות ונצואלה Jews in the Land of Israel קטגוריה:יהודים ארץ ישראלים Jews of Bilad el-Sudan יהדות מערב אפריקה Jews of Rusape יהדות זימבבואה Jews of San Nicandro יהודי סן ניקנדרו Jews outside Europe under Axis occupation יהודים מחוץ לאירופה תחת כיבוש נאצי Jezebel איזבל Jezreel תל יזרעאל Jezreel Valley עמק יזרעאל Jezreel Valley Regional Council מועצה אזורית עמק יזרעאל Jezreel Valley Regional Council קטגוריה:מועצה אזורית עמק יזרעאל Jezreel Valley Regional Council תבנית:מועצה אזורית עמק יזרעאל Jezreel Valley Tamra טמרה Jezreel Valley railway רכבת העמק Jezzine ג'זין Jeßnitz יסניץ Jfblanc משתמש:Jfblanc Jharkhand ג'הרקאנד Jharkhand קטגוריה:ג'הרקאנד Jhon Culma ג'ון קולמה Jhoon Goo Rhee ג'ון גו רי Jhovany Diaz/sandbox עקורים JhsBot משתמש:JhsBot Jhumpa Lahiri ג'ומפה להירי Ji Dong-won צ'י דונג-וון Jiang Zemin ג'יאנג דזה-מין Jiangsu ג'יאנגסו Jiangsu Dragons players קטגוריה:כדורסלני ג'יאנגסו דרגונס Jiangsu Sainty players קטגוריה:כדורגלני ג'יאנגסו גואוקסין-סיינטי Jiangsu Suning F.C. ג'יאנגסו סונינג Jiangxi ג'יאנגשי Jiangxi קטגוריה:ג'יאנגשי Jibber Jabber ג'יבר ג'אבר Jibril ג'יבריל Jibril Agreement עסקת ג'יבריל Jibril Rajoub ג'יבריל רג'וב Jidaigeki ג'ידאי גקי Jiddu Krishnamurti ג'ידו קרישנמורטי Jien ג'י-אן Jifna ג'יפנה Jigme Khesar Namgyel Wangchuck מלך בהוטן ג'יגמה קיזר נאמגייל ואנגצ'וק Jigme Singye Wangchuck מלך בהוטן ג'יגמה סינגייה ואנגצ'וק Jigsaw ג'יגסו Jigsaw מסור אנכי Jigsaw פאזל Jigsaw puzzle פאזל Jigyel Ugyen Wangchuck נסיך בהוטן ג'יגייל אוגיין ואנגצ'וק Jihad ג'יהאד Jihad קטגוריה:ג'יהאד Jihad Ahmed Jibril ג'יהאד אחמד ג'יבריל Jihadi John ג'ון הג'יהדיסט Jihadi tourism תיירות טרור Jihadist groups קטגוריה:ארגוני טרור אסלאמי Jihlava ייהלבה Jijiga ג'יג'יגה Jijoca de Jericoacoara ז'יז'וקה דה ז'ריקואקוארה Jilava ז'ילבה Jilava massacre טבח ז'ילבה Jilbāb ג'ילבאב Jilin ג'ילין Jilin City ג'ילין Jilin University אוניברסיטת ג'ילין Jill Abramson ג'יל אברמסון Jill Biden ג'יל ביידן Jill Bolte Taylor ג'יל בולט טיילור Jill Clayburgh ג'יל קלייבורג Jill Craybas ג'יל קרייבאס Jill Dando ג'יל דנדו Jill Eikenberry ג'יל אייקנברי Jill Ellis ג'יל אליס Jill Scott ג'יל סקוט Jill St. John ג'יל סנט ג'ון Jill Stein ג'יל שטיין Jill Sterkel ג'יל סטרקל Jill Tarter ג'יל טרטר Jillian Schwartz ג'יליאן שוורץ Jim Abrahams ג'ים אברהמס Jim Belushi ג'יימס בלושי Jim Boatwright ג'ים בוטרייט Jim Bolger ג'ים בולגר Jim Bridger ג'ים ברידג'ר Jim Broadbent ג'ים ברודבנט Jim Brown ג'ים בראון Jim Button and Luke the Engine Driver ג'ים ונהג הקטר Jim Carrey ג'ים קארי Jim Carter ג'ים קרטר Jim Caviezel ג'יימס קאביזל Jim Corr ג'ים קור Jim Courier ג'ים קורייר Jim Croce ג'ים קרוצ'י Jim Crow laws חוקי ג'ים קרואו Jim Davis ג'ים דייוויס Jim Fuchs ג'ים פוקס Jim Furnell ג'ים פרנל Jim Garrison ג'ים גאריסון Jim Gilmore ג'ים גילמור Jim Hall ג'ים הול Jim Harbaugh ג'ים הארבו Jim Henson ג'ים הנסון Jim Henson's Animal Show מופע החיות Jim Hines ג'ים היינס Jim Jarmusch ג'ים ג'ארמוש Jim Jones ג'ים ג'ונס Jim Kelly ג'ים קלי Jim Lee ג'ים לי Jim Leighton ג'ים לייטון Jim Lovell ג'יימס לוול Jim Marshall ג'ים מרשל Jim Metzler ג'ים מצלר Jim Montgomery ג'ים מונטגומרי Jim Morrison ג'ים מוריסון Jim Palmer ג'ים פאלמר Jim Parsons ג'ים פרסונס Jim Paxson ג'ים פקסון Jim Pollard ג'ים פולארד Jim Rogers ג'ים רוג'רס Jim Rohn ג'ים רוהן Jim Sinclair ג'ים סינקלייר Jim Sturgess ג'ים סטרג'ס Jim Thompson House ביתו של ג'ים תומפסון Jim Thorpe ג'ים ת'ורפ Jim Thurman.jpg Jim Thurman.jpg Jim Webb ג'ים וב Jim Yong Kim ג'ים יונג קים Jimbo and the Jet-Set ג'ימבו Jimena Barón חימנה ברון Jimi Hendrix ג'ימי הנדריקס JimiB JustSandN/sandbox האגיס Jiminy Cricket ג'ימיני הצרצר Jimma ג'ימה Jimmuldrow/Sandbox מלחמת האזרחים האמריקנית Jimmy "Duck" Holmes ג'ימי דאק הולמס Jimmy Armfield ג'ימי ארמפילד Jimmy Ashcroft ג'ימי אשקרופט Jimmy Baxter ג'ימי בקסטר Jimmy Bloomfield ג'ימי בלומפילד Jimmy Brain ג'ימי בריין Jimmy Bruno ג'ימי ברונו Jimmy Butler ג'ימי באטלר Jimmy Carter ג'ימי קרטר Jimmy Carter קטגוריה:ג'ימי קרטר Jimmy Choo ג'ימי צ'ו Jimmy Cliff ג'ימי קליף Jimmy Connors ג'ימי קונורס Jimmy Doolittle ג'יימס דוליטל Jimmy Durmaz ג'ימי דורמאז Jimmy Fallon ג'ימי פאלון Jimmy Floyd Hasselbaink ג'ימי פלויד האסלביינק Jimmy Giuffre ג'ימי ג'ופרה Jimmy Greaves ג'ימי גריבס Jimmy Hoffa ג'ימי הופה Jimmy Jackson ג'ימי ג'קסון Jimmy Johnstone ג'ימי ג'ונסטון Jimmy Kimmel ג'ימי קימל Jimmy Kinnon ג'ימי קינון Jimmy Logie ג'ימי לוג'י Jimmy Lytell ג'ימי ליטל Jimmy McGrory ג'ימי מקגרורי Jimmy McLane ג'יימס מקליין Jimmy Morales ג'ימי מוראלס Jimmy Neutron: Boy Genius ג'ימי ניוטרון Jimmy Olsen ג'ימי אולסן Jimmy Page ג'ימי פייג' Jimmy Paterson ג'ימי פטרסון Jimmy Richardson ג'ימי ריצ'רדסון Jimmy Rimmer ג'ימי רימר Jimmy Sharp ג'ימי שארפ Jimmy Smith ג'ימי סמית Jimmy Smits ג'ימי סמיטס Jimmy Somerville ג'ימי סאמרוויל Jimmy Wales ג'ימי ויילס JimmyOlsen01.png קובץ:Jimmy Olsen.jpg Jimothytrotter/welcome תבנית:ברוך הבא Jimzu ג'ימזו Jiménez חימנס Jin ג'ין Jin Mao Tower בניין ג'ין מאו Jin Shin Do ג'ין שין Jin dynasty שושלת ג'ין Jinan ג'ינאן Jindřich Matyáš Thurn היינריך מתיאס פון תורן Jing Junhong ג'ינג ג'אן הונג Jingle זמריר Jingle bell פעמוני מזחלת Jingo Jingo Jingoism ג'ינגואיזם Jinichi Kusaka ג'ינאיצ'י קוסאקה Jining ג'ינינג Jinn ג'יני Jinotega חינוטגה Jinsafut ג'ינסאפוט Jinx ג'ינקס Jipdigao/Damocles חרב דמוקלס Jiro Horikoshi ג'ירו הוריקושי Jiroemon Kimura ג'ירואמון קימורה Jisaburō Ozawa ג'יסאבורו אוזאווה Jish ג'ש Jisr Jindas גשר לוד Jisr al-Shughur ג'סר א-שורור Jisr az-Zarqa ג'סר א-זרקא Jiu River ז'יו Jiu Valley miners' strike of 1977 שביתת הכורים בעמק הז'יו Jiufotang Formation תצורת ג'יופוטאנג Jiuquan Satellite Launch Center מרכז שיגורי הלוויינים ג'יוקואן Jiuzhaigou ג'יוג'איגואו Jive Records ג'ייב רקורדס Jizya ג'יזיה Jizzakh דז'יזק Jiří Antonín Benda גאורג בנדה Jiří Bělohlávek ייז'י בלוהלאווק Jiří Langer מרדכי גיאורגו לאנגר Jiří Němec יירי נמץ Jiří Rusnok ייז'י רוסנוק Jiří Trnka ייז'י טרנקה Jjulio Milagros Ccesar User:Jjulio Milagros Ccesar Jklin/sandbox הפרעת קשב ריכוז והיפראקטיביות Jlrobertson/sandbox תבנית:ניווט אבולוציה Jnana Vigraham איקונוגרפיה Jnestorius/Republic of Ireland national football team נבחרת אירלנד בכדורגל Jnothman נורית הירש Jo Aleh ג'ו אלאה Jo Amar ג'ו עמר Jo Benkow ג'ו בנקוב Jo Cox ג'ו קוקס Jo Jo White ג'ו ג'ו וייט Jo Jones ג'ו ג'ונס Jo Nesbø יו נסבו Jo Van Fleet ג'ו ואן פליט Jo-Wilfried Tsonga ז'ו-וילפריד צונגה JoAnn Falletta ג'ואן פאלטה Joab יואב בן צרויה Joachim יואכים Joachim Fest יואכים פסט Joachim Gans יואכים גנז Joachim Gauck יואכים גאוק Joachim Heinrich Campe יואכים היינריך קאמפה Joachim Hämmerling יואכים האמרלינג Joachim Johansson יואכים יוהנסון Joachim Lemelsen יואכים למלזן Joachim Löw יואכים לב Joachim Marquardt יואכים מרקרט Joachim Mrugowsky יואכים מרוגובסקי Joachim Mununga יואכים מונונגה Joachim Murat ז'ואקים מירא Joachim Nicolas Eggert יואכים ניקולאס אגרט Joachim Peiper יואכים פייפר Joachim Prinz יואכים פרינץ Joachim Streich יואכים שטרייך Joachim Stutschewsky יהויכין סטוצ'בסקי Joachim du Bellay ז'ואקן די בלה Joachim of Fiore יואכים מפיורה Joachim von Kortzfleisch יואכים פון קורצפלייש Joachim von Ribbentrop יואכים פון ריבנטרופ Joakim Askling דניאל אסקלינג Joakim Noah ג'ואקים נואה Joan Allen ג'ואן אלן Joan Armatrading ג'ואן ארמטריידינג Joan Baez ג'ואן באאז Joan Blondell ג'ואן בלונדל Joan Capdevila ז'ואן קפדבילה Joan Clarke ג'ואן קלארק Joan Collins ג'ואן קולינס Joan Coromines ז'ואן קורומינס Joan Crawford ג'ואן קרופורד Joan Cusack ג'ואן קיוזאק Joan Didion ג'ואן דידיון Joan Enric Vives Sicília ז'ואן אנריק ויווס אי סיסיליה Joan Fontaine ג'ואן פונטיין Joan Fuster ז'ואן פוסטר אי אורטלס Joan Gamper ז'ואן גאמפר Joan Gamper Trophy גביע ז'ואן גאמפר Joan Greenwood ג'ואן גרינווד Joan Hackett ג'ואן האקט Joan Holland ג'ואן הולנד Joan I of Navarre מלכת נווארה ז'אן הראשונה Joan Jett ג'ואן ג'ט Joan Laporta ז'ואן לאפורטה Joan Manuel Serrat ז'ואן מנואל סראט Joan Margarit i Consarnau ז'ואן מרגריט Joan Marshall ג'ואן מרשל Joan Miró ז'ואן מירו Joan Morris ג'ואן מוריס Joan Nathan ג'ואן נייתן Joan Nestle ג'ואן נסטל Joan Peters ג'ואן פיטרס Joan Plowright ג'ואן פלורייט Joan Rivers ג'ואן ריברס Joan Segarra ז'ואן סגרה Joan Sutherland ג'ואן סאת'רלנד Joan Vinyoli ז'ואן ויניולי Joan Wallach Scott ג'ואן וולך סקוט Joan of Arc ז'אן ד'ארק Joan of England ג'ואן מאנגליה Joan of Kent רוזנת קנט ג'ואן Joan of the Tower ג'ואן מהמצודה Joanna Cargill פרנזי Joanna Cassidy ג'ואנה קסידי Joanna David ג'ואנה דייוויד Joanna Going ג'ואנה גוינג Joanna Hayes ג'ואנה הייז Joanna Lumley ג'ואנה למליי Joanna Newsom ג'ואנה ניוסם Joanna Newsom discography דיסקוגרפיה של ג'ואנה ניוסום Joanna Pacuła ג'ואנה פקולה Joanna Page ג'ואנה פייג' Joanna of Castile מלכת קסטיליה חואנה הראשונה Joanne Froggatt ג'ואן פרוגט Joanne Woodward ג'ואן וודוורד Joanot Martorell ז'ואנוט מרטורל Joaquim Rifé ז'ואקים ריפה Joaquin Phoenix חואקין פיניקס Joaquín חואקין סאנצ'ס Joaquín Arzura חואקין ארסורה Joaquín Chapaprieta חואקין צ'אפאפרייטה Joaquín Furriel חואקין פוריאל Joaquín Guzmán חואקין גוסמן Joaquín Rodrigo חואקין רודריגו Joaquín Sabina חואקין סבינה Job איוב Job ז'וב Job משרה Job קטגוריה:איוב Job Cohen יוב כהן Job Entry Subsystem 2/3 Job Entry SubSystem Job interview ראיון עבודה Job satisfaction שביעות רצון בעבודה Job's Passion יסורי איוב Jobar Synagogue בית הכנסת אליהו הנביא בג'ובר Jobaria ג'ובריה Jobbik יוביק Jobe6/sandbox2 מאדהאני Jobs ג'ובס Jocasta ג'וקסטה Jocelyne LaGarde ז'וסלין לגארד Jochebed יוכבד Jochi צ'יוצ'י Jock Robson ג'וק רובסון Jock Rutherford ג'וק רתרפורד Jockey פרש Jockstrap מגן אשכים Jocy de Oliveira ז'וסי דה אוליביירה Jodenbreestraat יודנבריסטראט Jodensavanne יודנסוואנה Jodhi May ג'ודי מיי Jodhpur ג'ודפור Jodi ג'ודי Jodi Benson ג'ודי בנסון Jodi Gordon ג'ודי גורדון Jodi Lyn O'Keefe ג'ודי לין או'קיף Jodi Picoult ג'ודי פיקו Jodie Foster ג'ודי פוסטר Jodie Henry ג'ודי הנרי Jodie Whittaker ג'ודי ויטאקר Jody Scheckter ג'ודי שכטר Jody Williams ג'ודי ויליאמס Jodłowa יודלובה Joe ג'ו Joe + Belle ג'ו + בל Joe Alexander ג'ו אלכסנדר Joe Allen ג'ו אלן Joe Armstrong ג'ו ארמסטרונג Joe Baker ג'ו בייקר Joe Biden ג'ו ביידן Joe Bizera ג'ו ביסרה Joe Bottom ג'ו בוטם Joe Budden ג'ו באדן Joe Clark ג'ו קלארק Joe Cocker ג'ו קוקר Joe Cole ג'ו קול Joe Dassin ז'ו דסאן Joe Davis ג'ו דיוויס Joe DeLoach ג'ו דלוץ' Joe Dempsie ג'ו דמפסי Joe DiMaggio ג'ו דימאג'יו Joe Donnelly ג'ו דונלי Joe Dumars ג'ו דיומרס Joe Fagan ג'ו פייגן Joe Flanigan ג'ו פלניגן Joe Frazier ג'ו פרייזר Joe Friel ג'ו פריאל Joe Fulks ג'ו פולקס Joe Gibbs ג'ו גיבס Joe Gomez ג'ו גומז Joe Gyau ג'ו גיאו Joe Hahn ג'ו האן Joe Hart ג'ו הארט Joe Haverty ג'ו האוורטיי Joe Heck ג'ו הק Joe Hill ג'ו היל Joe Hisaishi ג'ו היסאישי Joe Hulme ג'ו האלם Joe Ingles ג'ו אינגלס Joe Jacoby ג'ו ג'קובי Joe Johnson ג'ו ג'ונסון Joe Johnston ג'ו ג'ונסטון Joe Jonas ג'ו ג'ונאס Joe Kovacs ג'ו קובץ' Joe Kubert ג'ו קוברט Joe Ledley ג'ו לדלי Joe Lieberman ג'ו ליברמן Joe Louis ג'ו לואיס Joe Lovano ג'ו לובנו Joe Manchin ג'ו מנצ'ין Joe Manganiello ג'ו מנגניילו Joe Mantegna ג'ו מנטנה Joe Mantell ג'ו מנטל Joe McElderry ג'ו מקלדרי Joe Mercer ג'ו מרסר Joe Montana ג'ו מונטנה Joe Morello ג'ו מורלו Joe Pantoliano ג'ו פנטוליאנו Joe Pass ג'ו פאס Joe Pesci ג'ו פשי Joe Rosenthal ג'ו רוזנטל Joe Satriani Joe Satriani Joe Satriani ג'ו סטריאני Joe Satriani - Additional Creations.jpeg תמונה:Joe Satriani - Additional Creations.jpg Joe Satriani - Crystal Planet.jpeg תמונה:Joe Satriani - Crystal Planet.jpg Joe Satriani - Live in San Francisco.jpeg תמונה:Joe Satriani - Live in San Francisco.jpg Joe Satriani - Professor Satchafunkilus and the Musterion of Rock.jpg תמונה:Joe Satriani - Professor Satchafunkilus and the Musterion of Rock.jpg Joe Satriani Flying in a Blue Dream.jpg תמונה:Joe Satriani Flying in a Blue Dream.jpg Joe Shapira ג'ו שפירא Joe Shaw ג'ו שו Joe Shuster ג'ו שוסטר Joe Slovo ג'ו סלובו Joe Smith ג'ו סמית' Joe Theismann ג'ו תייסמן Joe Toner ג'ו טונר Joe Torre ג'ו טורה Joe Venuti ג'ו ונוטי Joe Verdeur ג'ו ורדור Joe Wade ג'ו וייד Joe Walsh ג'ו וולש Joe Weider ג'ו וידר Joe Zawinul ג'ו זאווינול Joe and Jake ג'ו וג'ייק Joe the Little Boom Boom בזיק ויויו Joe's Garage Joe's Garage Joe407/Beit Shemesh Engines מנועי בית שמש JoeSatriani TimeMachine.jpg תמונה:JoeSatriani TimeMachine.jpg Joebeau.jpg תמונה:Joebeau.jpg Joel יואל Joel Brand יואל ברנד Joel Campbell ג'ואל קמפבל Joel David Moore ג'ואל מור Joel Edgerton ג'ואל אדגרטון Joel Embiid ג'ואל אמביד Joel Engel יואל אנגל Joel Freeland ג'ואל פרילנד Joel Fridlizius יואל פרידליסיוס Joel Fuhrman ג'ואל פורמן Joel Grey ג'ואל גריי Joel Lebowitz יואל ליבוביץ Joel Löwe יואל ברי"ל Joel Madden ג'ואל מאדן Joel McHale ג'ואל מקהייל Joel Mokyr יואל מוקיר Joel Osteen ג'ואל אוסטין Joel Roth יואל רוט Joel Schumacher ג'ואל שומאכר Joel Sirkis יואל סירקיש Joel Spolsky יואל ספולסקי Joel Teitelbaum יואל טייטלבוים Joel Townsley Rogers ג'ואל טאונסלי רוג'רס Joely Richardson ג'ואלי ריצ'רדסון Joensuu יואנסואו Joespace.jpg תמונה:Joespace.jpg Joey ג'ואי Joey Barton ג'ואי ברטון Joey Bragg ג'ואי בראג Joey DeFrancesco ג'ואי דה-פרנצ'סקו Joey Jordison ג'ואי ג'ורדיסון Joey Kern ג'ואי קרן Joey King ג'ואי קינג Joey Lauren Adams ג'ואי לורן אדמס Joey Ramone ג'ואי ראמון Joey Vera ג'ואי ורה Joffe יפה Jogawa/Megaphone מגאפון Joggins צוקי מאובני ג'וגינס Johan Banér יוהאן באנר Johan Bruyneel יוהאן ברוינל Johan Caspar von Cicignon יוהאן קספר פון סיסיניון Johan Cruijff Shield מגן יוהאן קרויף Johan Cruyff יוהאן קרויף Johan David Åkerblad יוהאן דויד אקרבאלד Johan Djourou יוהאן דז'ורו Johan Ferrier יוהאן פרייר Johan Galtung יוהאן גלטונג Johan Gottlieb Gahn יוהאן גוטליב גאהן Johan Halvorsen יוהאן הלוורסן Johan Hendrik Weidner יוהאן הנדריק ויידנר Johan Huizinga יוהאן הויזינחה Johan Jensen יוהאן ינסן Johan Jørgen Holst יוהאן יורגן הולסט Johan Kenkhuis יוהאן קנקהאוז Johan Ludvig Heiberg יוהאן לודוויג הייברג Johan Ludvig Runeberg לודוויג רונברג Johan Micoud יוהאן מיקו Johan Neeskens יוהאן ניסקנס Johan Robeck יוהאן רובק Johan Vaaler יוהאן ואלר Johan Vonlanthen יוהאן פונלנטן Johan Wilhelm Rangell יוהאן וילהלם רנגל Johan and Peewit ז'והן ופירלואי Johan van Hulst יוהאן ואן הולסט Johanan HaSandlar רבי יוחנן הסנדלר Johanan Luria יוחנן לוריא Johanan bar Nappaha רבי יוחנן Johanan ben Baroka רבי יוחנן בן ברוקה Johanan ben Nuri רבי יוחנן בן נורי Johanan ben Torta רבי יוחנן בן תורתא Johanan ben Zakai רבן יוחנן בן זכאי Johann Adam Hiller יוהאן אדם הילר Johann Adam Reincken יוהאן אדם ריינקן Johann Adolph Hasse יוהאן אדולף האסה Johann Ambrosius Bach יוהאן אמברוסיוס באך Johann Andreas Eisenmenger יוהאן אנדריאס אייזנמנגר Johann August Nahl יוהאן אוגוסט נאהל Johann Bauhin יוהאן בוהין Johann Bayer יוהאן באייר Johann Beer יוהאן בר Johann Benedict Listing יוהאן בנדיקט ליסטינג Johann Berger יוהאן ברגר Johann Bernhard Basedow יוהאן ברנהרד באזדוב Johann Bernhard Fischer von Erlach יוהאן ברנהרד פישר פון ארלך Johann Bernoulli יוהאן ברנולי Johann Caspar Ferdinand Fischer יוהאן קספר פרדיננד פישר Johann Caspar Kerll יוהאן קספר קרל Johann Christian Bach יוהאן כריסטיאן באך Johann Christian Reil יוהאן כריסטיאן רייל Johann Christoph Adelung יוהאן כריסטוף אדלונג Johann Christoph Bach יוהאן כריסטוף באך Johann Christoph Friedrich Bach יוהאן כריסטוף פרידריך באך Johann Christoph Pepusch יוהאן כריסטוף פפוש Johann Christoph Wagenseil יוהאן כריסטוף וגנזייל Johann David Heinichen יוהאן דויד הייניכן Johann Deisenhofer יוהאן דייזנהופר Johann Elert Bode יוהאן אלרט בודה Johann Erasmus Kindermann יוהאן ארסמוס קינדרמן Johann Ernst Galliard יוהאן ארנסט גאליארד Johann Franz Xaver Sterkel יוהאן פרנץ קסאבר שטרקל Johann Friedrich Agricola יוהאן פרידריך אגריקולה Johann Friedrich Böttger יוהאן פרידריך בטגר Johann Friedrich Fasch יוהאן פרידריך פאש Johann Friedrich Gmelin יוהאן פרידריך גמלין Johann Friedrich Reichardt יוהאן פרידריך רייכארדט Johann Friedrich Struensee יוהאן פרידריך שטרואנזה Johann Fust יוהאן פוסט Johann Georg Albrechtsberger יוהאן גיאורג אלברכטסברגר Johann Georg Elser גאורג אלזר Johann Georg Gmelin יוהאן גאורג גמלין Johann Georg Pisendel יוהאן גיאורג פיזנדל Johann Georg Ramsauer יוהאן גאורג רמזאואר Johann Gottfried Herder יוהאן גוטפריד הרדר Johann Gottfried Müthel יוהאן גוטפריד מיתל Johann Gottfried Walther יוהאן גוטפריד ולתר Johann Gottlieb Fichte יוהאן גוטליב פיכטה Johann Gottlieb Goldberg יוהאן גוטליב גולדברג Johann Gottlieb Graun יוהאן גוטליב גראון Johann Gottlieb Naumann יוהאן גוטליב נאומן Johann Gustav Droysen יוהאן גוסטב דרויזן Johann Heinrich Lambert יוהאן היינריך למברט Johann Heinrich Pestalozzi יוהאן היינריך פסטלוצי Johann Hermann Bauer יוהאן הרמן באואר Johann Jacob Diesbach היינריך דיסבאך Johann Jacoby יוהאן יעקובי Johann Jakob Balmer יוהאן יאקוב בלמר Johann Jakob Froberger יוהאן יאקוב פרוברגר Johann Jakob Schudt יוהאן יאקוב שודט Johann Joachim Becher יוהאן יואכים בכר Johann Joachim Quantz יוהאן יואכים קוונץ Johann Joachim Winckelmann יוהאן יואכים וינקלמן Johann Joseph Fux יוהאן יוזף פוקס Johann Kaspar Bluntschli יוהאן קספר בלונצ'לי Johann Kaspar Lavater יוהאן קספר לווטר Johann Kremer יוהאן קרמר Johann Kuhnau יוהאן קונאו Johann Leusden יוהאן לסדן Johann Ludwig Burckhardt יוהאן לודוויג בורקהרדט Johann Löwenthal יוהאן לבנטל Johann Makowsky יוהאן מקובסקי Johann Mattheson יוהאן מאתזון Johann Matthias von der Schulenburg יוהאן פון דר שולנבורג Johann Michael Vogl יוהאן מיכאל פוגל Johann Most יוהאן מוסט Johann Nepomuk Hummel יוהאן נפומוק הומל Johann Nestroy יוהאן נסטרוי Johann Pachelbel יוהאן פכלבל Johann Peter Frank יוהאן פטר פרנק Johann Peter Salomon יוהאן פטר סלומון Johann Philipp Reis פיליפ רייס Johann Reuchlin יוהנס רויכלין Johann Rosenmüller יוהאן רוזנמילר Johann Schein יוהאן הרמן שיין Johann Schneider-Ammann יוהאן שניידר-אמאן Johann Schober יוהאן שובר Johann Sebastian Bach יוהאן סבסטיאן באך Johann Sebastian Bach קטגוריה:יוהאן סבסטיאן באך Johann Staden יוהאן שטאדן Johann Stamitz יוהאן שטאמיץ Johann Strauss יוהאן שטראוס Johann Strauss I יוהאן שטראוס Johann Strauss II יוהאן שטראוס Johann Theile יוהאן תיילה Johann Ulrich Steigleder יוהאן אולריך שטייגלדר Johann Wolfgang Döbereiner יוהאן וולפגנג דובריינר Johann Wolfgang von Goethe יוהאן וולפגנג פון גתה Johann von Aldringen יוהאן פון אלדרינגן Johann von Werth יוהאן פון וורת Johanna Lindsey ג'והנה לינדסי Johanna Schaller יוהנה שאלר-קליר Johanna Schaller-Klier יוהנה שאלר-קליר Johanna Spyri יוהנה ספירי Johanna Wokalek יוהנה ווקלק Johannes Blaskowitz יוהנס בלסקוביץ Johannes Brahms יוהנס ברהמס Johannes Brand יוהנס ברנד Johannes Buxtorf יוהאן בוקסטורף Johannes Buxtorf II יוהאן בוקסטורף הבן Johannes Ciconia יוהנס צ'יקוניה Johannes Diderik van der Waals יוהנס דידריק ואן דר ואלס Johannes Eccard יוהנס אקארד Johannes Fibiger יוהנס אנדראס גריב פיביגר Johannes Frießner יוהנס פריסנר Johannes Geis יוהאנס גייס Johannes Gerhardus Strijdom יוהאנס סטריידום Johannes Giersing יוהנס גירסינג Johannes Gutenberg יוהאן גוטנברג Johannes Hevelius יוהנס הווליוס Johannes Jensen יוהנס וילהלם ינסן Johannes Kepler יוהאנס קפלר Johannes Kleiman יוהנס קליימן Johannes Kohtz יוהנס קוץ Johannes Legrant יוהנס לגראן Johannes Mario Simmel יוהנס מריו זימל Johannes Martini יוהנס מרטיני Johannes Metger יוהנס מטגר Johannes Minckwitz יוהנס מינקוויץ Johannes Ockeghem יוהנס אוקכם Johannes Pfefferkorn יוהנס פפרקורן Johannes Rau יוהאנס ראו Johannes Rydberg יוהנס רידברג Johannes Stark יוהנס שטארק Johannes Stöffler יוהנס שטפלר Johannes Tapissier יוהנס טאפיסיה Johannes Vermeer יאן ורמיר Johannes Vermeer קטגוריה:יאן ורמיר Johannes Zukertort יוהנס צוקרטורט Johannes de Klerk יוהאנס דה קלרק Johannes de Sacrobosco יוהנס דה סקרובוסקו Johannes von Eben יוהנס פון אבן Johannesburg יוהנסבורג Johannesburg קטגוריה:יוהנסבורג Johannine epistles איגרת יוחנן John יוחנן John Abbott ג'ון אבוט John Abercrombie ג'ון אברקרומבי John Adams ג'ון אדמס John Addington Symonds ג'ון אדינגטון סימונדס John Adler ג'ון אדלר John Alcock ג'ון אלקוק John Alderton ג'ון אלדרטון John Aldridge ג'ון אולדרידג' John Allen ג'ון אלן John Ambrose Fleming ג'ון פלמינג John Amery ג'ון אמרי John Amos Comenius יוחנן עמוס קומניוס John Anderson ג'ון אנדרסון John André ג'ון אנדרה John Anthony Walker ג'ון אנתוני ווקר John Archibald Wheeler ג'ון וילר John Arne Riise ג'ון ארנה ריסה John Asher ג'ון מלורי אשר John Atta Mills ג'ון אטא מילס John Austin ג'ון אוסטין John Avildsen ג'ון אבילדסן John Bagot Glubb ג'ון באגוט גלאב John Ballance ג'ון באלנס John Balliol מלך סקוטלנד ג'ון John Banville ג'ון באנוויל John Barbirolli ג'ון ברבירולי John Bardeen ג'ון ברדין John Barnes ג'ון בארנס John Barnwell ג'ון בארנוול John Barrasso ג'ון באראסו John Barrowman ג'ון בארומן John Barry ג'ון בארי John Barth ג'ון בארת' John Basilone ג'ון בזילון John Bates Clark Medal מדליית ג'ון בייטס קלארק John Bell Hatcher ג'ון בל האטצ'ר John Belushi ג'ון בלושי John Bennet Lawes ג'ון בנט לוז John Bercow ג'ון ברקו John Berryman ג'ון ברימן John Billingsley ג'ון בילינגסלי John Birch Society אגודת ג'ון בירץ' John Biscoe ג'ון ביסקו John Blow ג'ון בלואו John Boehner ג'ון ביינר John Bolton ג'ון בולטון John Bonham ג'ון בונהם John Bosco ג'ובני בוסקו John Bowlby ג'ון בולבי John Bowring ג'ון בורינג John Boyd ג'ון בויד John Boyd Dunlop ג'ון בויד דאנלופ John Boye ג'ון בויה John Boyne ג'ון בויין John Bradley-West ג'ון בראדלי John Breckinridge ג'ון ברקינרידג' John Brennan ג'ון ברנן John Bromwich ג'ון ברומוויץ' John Brooks ג'ון אנתוני ברוקס John Brown ג'ון בראון John Browning ג'ון בראונינג John Bruton ג'ון ברוטון John Bull ג'ון בול John Bunch ג'ון באנץ' John Burdett ג'ון בורדט John Burnet ג'ון ברנט John Byng ג'ון בינג John Cabot ג'ון קבוט John Cage ג'ון קייג' John Cale ג'ון קייל John Calhoun ג'ון קלהון John Callen ג'ון קאלן John Calvin ז'אן קלווין John Calvin McCoy ג'ון קלווין מקוי John Cameron Mitchell ג'ון קמרון מיטשל John Campbell ג'ון וו. קמפבל John Candy ג'ון קנדי John Cantlie ג'ון קנטלי John Caradja יואן גאורגה קאראג'ה John Carew ג'ון קארו John Carlos ג'ון קרלוס John Carpenter ג'ון קרפנטר John Carroll Lynch ג'ון קרול לינץ' John Carter ג'ון קרטר John Carter of Mars ג'ון קרטר John Casimir Ehrnrooth יוהאן קזימיר ארנרוט John Cassavetes ג'ון קסאווטס John Castle ג'ון קאסל John Cazale ג'ון קאזאלה John Cena ג'ון סינה John Chambers ג'ון צ'יימברס John Chancellor ג'ון צ'נסלור John Chard ג'ון צ'ארד John Charles ג'ון צ'ארלס John Cheever ג'ון צ'יבר John Cho ג'ון צ'ו John Christopher ג'ון כריסטופר John Chrysostom יוחנן כריסוסטומוס John Clayton ג'ון קלייטון John Cleese ג'ון קליז John Clellon Holmes ג'ון קללון הולמס John Coates ג'ון קוטס John Cochrane ג'ון קוקרן John Collier ג'ון קולייר John Collins ג'ון קולינס John Coltrane ג'ון קולטריין John Coltrane קטגוריה:ג'ון קולטריין John Connally ג'ון קונלי John Connor ג'ון קונור John Constable ג'ון קונסטבל John Constantine ג'ון קונסטנטין John Corigliano ג'ון קוריליאנו John Cornforth ג'ון קורנפורת' John Cornyn ג'ון קורנין John Cortes ג'ון קורטס John Costello ג'ון קוסטלו John Cranke ג'ון קרנק John Creasey ג'ון קריזי John Crowe Ransom ג'ון קרואו רנסום John Cunningham Geikie ג'ון קנינגהם גייקי John Curry ג'ון קארי John Curtin ג'ון קרטין John Cusack ג'ון קיוזאק John D'Emilio ג'ון ד'אמיליו John Dalley ג'ון דאלי John Dalton ג'ון דלטון John David Jackson ג'ון ג'קסון John Davies ג'ון דייוויס John Davis ג'ון דייוויס John Deacon ג'ון דיקון John Deane ג'ון דין John Dee ג'ון די John Deere ג'ון דיר John Demjanjuk ג'ון דמיאניוק John Denver ג'ון דנוור John Desmond Bernal ג'ון דזמונד ברנל John Deutch ג'ון דויטש John Devine ג'ון דיוויין John Devitt ג'ון דוויט John Dewey ג'ון דיואי John DiMaggio ג'ון דימאג'יו John Dick ג'ון דיק John Dickinson ג'ון דיקינסון John Dickson Carr ג'ון דיקסון קאר John Diefenbaker ג'ון דיפנבייקר John Dill ג'ון דיל John Dillinger ג'ון דילינג'ר John Doe פלוני John Dolmayan ג'ון דאלמיאן John Donne ג'ון דאן John Dory מוריג John Dos Passos ג'ון דוס פסוס John Dowland ג'ון דאולנד John Dramani Mahama ג'ון דרמאני מהאמה John Dryden ג'ון דריידן John Dunstaple ג'ון דאנסטפל John Duttine ג'ון דאטין John Edensor Littlewood ג'ון אדנזור ליטלווד John Edmund Kerrich ג'ון אדמונד קריך John Edward Williams ג'ון ויליאמס John Edwards ג'ון אדוארדס John Eliot Gardiner ג'ון אליוט גרדינר John Elkann ג'ון אלקן John Elway ג'ון אלווי John Entwistle ג'ון אנטוויסל John Ericsson National Memorial אנדרטת ג'ון אריקסון John Everett Millais ג'ון אוורט מיליי John Farmer ג'ון פארמר John Field ג'ון פילד John Flanagan ג'ון פלנגן John Flavell ג'ון פלאבל John Florio ג'ון פלוריו John Forbes Nash Jr. ג'ון פורבס נאש John Ford ג'ון פורד John Forsyth ג'ון פורסית' John Forsythe ג'ון פורסיית' John Foster ג'ון פוסטר John Foster Dulles ג'ון פוסטר דאלס John Fowles ג'ון פאולס John Francis Davis ג'ון פרנסיס דייוויס John Francis Regis ז'אן פרנסואה רז'י John Franklin ג'ון פרנקלין John Franklin Enders ג'ון פרנקלין אנדרס John Frederick Lampe ג'ון פרדריק לאמפ John Frederick Lewis ג'ון פרדריק לואיס John Frost ג'ון פרוסט John Frum ג'ון פרום John Frusciante ג'ון פרושיאנטה John Frémont ג'ון פרימונט John Gabriel Borkman יון גבריאל בורקמן John Gaddi יוחנן הגדי John Gallagher Jr. ג'ון גלאגר ג'וניור John Galliano ג'ון גליאנו John Galsworthy ג'ון גולסוורתי John Garang ג'ון גראנג John Garang Memorial University האוניברסיטה על-שם ג'ון גראנג John Gardner Wilkinson ג'ון גארדנר וילקינסון John Garstang ג'ון גרסטנג John Gay ג'ון גיי John Gerard ג'ון ג'ררד John Gielgud ג'ון גילגוד John Gilchrist ג'ון גילכרייסט John Glen Wardrop שיווי משקל וודרופ John Glenn ג'ון גלן John Goodman ג'ון גודמן John Gore ג'ון גור John Gorton ג'ון גורטון John Gould ג'ון גולד John Gower ג'ון גאוור John Grady ג'ון גריידי John Grant ג'ון גרנט John Graunt ג'ון גראונט John Gray ג'ון גריי John Green ג'ון גרין John Gregory ג'ון גרגורי John Greig ג'ון גרייג John Grisham ג'ון גרישם John Gualbert יוחנן גואלברטוס John Guidetti יון גווידטי John Gurdon ג'ון גרדון John Hackett ג'ון האקט John Hagee ג'ון הייגי John Hall ג'ון האל John Hammond ג'ון האמונד John Hancock ג'ון הנקוק John Hancock Center מרכז ג'ון הנקוק John Hancock Tower מגדל ג'ון האנקוק John Hannah ג'ון האנה John Hanning Speke ג'ון הנינג ספיק John Hargrave ג'ון הרגרייב John Harington ג'ון הרינגטון John Harrison ג'ון הריסון John Harsanyi ג'ון הרסני John Hart ג'ון הארט John Hartson ג'ון הרטסון John Harvey Kellogg ג'ון הארווי קלוג John Havlicek ג'ון האבליצ'ק John Hawkes ג'ון הוקס John Hawkins ג'ון הוקינז John Hawkwood ג'ון הוקווד John Hay ג'ון היי John Hay Whitney ג'ון היי ויטני John Heartfield ג'ון הרטפילד John Heitinga ג'ון הייטינחה John Hencken ג'ון הנקן John Henry ג'ון הנרי John Henry Godfrey ג'ון גודפרי John Henry Patterson ג'ון פטרסון John Henry Twachtman ג'ון הנרי טוואצ'טמן John Herschel ג'ון הרשל John Hickenlooper ג'ון היקנלופר John Hicks ג'ון היקס John Higgins ג'ון היגינס John Hillerman ג'ון הילרמן John Hoeven ג'ון הובן John Holdren ג'ון הולדרן John Hollins ג'ון הולינס John Holmes ג'ון הולמס John Holt ג'ון הולט John Hopcroft ג'ון הופקרופט John Hopfield ג'ון ג'וזף הופפילד John Horton Conway ג'ון הורטון קונוויי John Houlding ג'ון הולדינג John Houseman ג'ון האוסמן John Howard ג'ון הווארד John Howard Davies ג'ון הווארד דייוויס John Howard Marsden ג'ון מרסדן John Howard Northrop ג'ון הווארד נורתרופ John Hughes ג'ון יוז John Hughes תבנית:ג'ון יוז John Hume ג'ון יום John Hunyadi יאנוש הוניאדי John Hurt ג'ון הרט John Huston ג'ון יוסטון John Hyrcanus יוחנן הורקנוס הראשון John I Tzimiskes קיסר האימפריה הביזנטית יוחנן הראשון צימיסקס John I of Aragon מלך אראגון חואן הראשון John I of France מלך צרפת ז'אן הראשון John I of Portugal מלך פורטוגל ז'ואאו הראשון John II Casimir Vasa מלך פולין יאן השני קז'ימייז' John II Komnenos קיסר האימפריה הביזנטית יוחנן השני קומננוס John II of France מלך צרפת ז'אן השני John II of Jerusalem מלך ירושלים ז'אן השני John II of Portugal מלך פורטוגל ז'ואאו השני John III Sobieski יאן סובייסקי John III of Portugal מלך פורטוגל ז'ואאו השלישי John III of Sweden מלך שוודיה יוהאן השלישי John Inman ג'ון אינמן John Irving ג'ון אירווינג John Isner ג'ון איזנר John Jacob Astor ג'ון ג'ייקוב אסטור John Jacob Astor IV ג'ון ג'ייקוב אסטור הרביעי John James Audubon ג'ון ג'יימס אודובון John Jameson ג'ון ג'יימסון John Jay ג'ון ג'יי John Jensen ג'ון ינסן John K/Persian Empire ממלכת פרס John Kander ג'ון קנדר John Kasich ג'ון קייסיק John Keats ג'ון קיטס John Keegan ג'ון קיגן John Kemény יאנוש קמני John Kendrew ג'ון קנדרו John Kennedy ג'ון פיצג'רלד קנדי John Kennedy קטגוריה:ג'ון פיצג'רלד קנדי John Kennedy International Airport נמל התעופה הבינלאומי ג'ון קנדי John Kennedy Jr. ג'ון קנדי ג'וניור John Kennedy assassination conspiracy theories רצח קנדי#התעלומות John Kennedy memorials קטגוריה:הנצחת ג'ון קנדי John Kenneth Galbraith ג'ון קנת גלבריית John Kerr ג'ון קר John Kerry ג'ון קרי John Key ג'ון קי John Kiffmeyer ג'ון קיפמאייר John King Davis ג'ון קינג דייוויס John Konrads ג'ון קונרדס John Koukouzelis יואן קוקוזל John Krasinski ג'ון קרסינסקי John Kundla ג'ון קנדלה John Landis ג'ון לנדיס John Lasseter ג'ון לסטר John Lavarack ג'ון לאווראק John Law ג'ון לו John LeCompt ג'ון לקומפט John Lee Hooker ג'ון לי הוקר John Legend ג'ון לג'נד John Leguizamo ג'ון לגוויזאמו John Lennon ג'ון לנון John Lennon קטגוריה:ג'ון לנון John Lennon/Plastic Ono Band John Lennon/Plastic Ono Band John Levitow ג'ון לויטאו John Lewis ג'ון לואיס John Lipsky ג'ון ליפסקי John List ג'ון ליסט John Lithgow ג'ון לית'גו John Locke ג'ון לוק John Logie Baird ג'ון לוגי ביירד John Lone ג'ון לון John Loudon McAdam ג'ון לאודון מקאדם John Lukic ג'ון לוקיץ' John Lydon ג'ון ליידון John Lyly ג'ון לילי John Lynch ג'ון לינץ' John MacDonald ג'ון מקדונלד John Macdonald ג'ון אלכסנדר מקדונלד John Mack ג'ון מאק John Major ג'ון מייג'ור John Malkovich ג'ון מלקוביץ' John Mark Ainsley ג'ון מארק איינסלי John Marley ג'ון מארלי John Marsden ג'ון מרסדן John Marshall ג'ון מרשל John Marshall Harlan ג'ון מרשל הרלאן John Martyn ג'ון מרטין John Mayall ג'ון מאייל John Mayer ג'ון מאייר John Maynard Keynes ג'ון מיינרד קיינס John McAdams ג'ון מקאדמס John McCain ג'ון מקיין John McCarthy ג'ון מקארתי John McEnroe ג'ון מקנרו John McEwen ג'ון מקיואן John McGinley ג'ון מקגינלי John McKenna ג'ון מק'קנה John McLaughlin ג'ון מקלפלין John McLean ג'ון מקלין John McWhorter ג'ון מקוורטר John Meier ג'ון מאייר John Meyer ג'ון וו. מאייר John Milius ג'ון מיליוס John Miller Adye ג'ון מילר אדיי John Mills ג'ון מילס John Milton ג'ון מילטון John Monash ג'ון מונש John Money ג'ון מאני John Morrison ג'ון מוריסון John Muir ג'ון מיור John Murphy ג'ון מרפי John Murray ג'ון מאריי John Murray הוצאת ג'ון מאריי John Myung ג'ון מיונג John Naber ג'ון נייבר John Nance Garner ג'ון גארנר John Napier ג'ון נפייר John Nash ג'ון נאש John Neale Dalton ג'ון ניל דלטון John Nelson ג'ון נלסון John Nettles ג'ון נטלס John Newcombe ג'ון ניוקומב John Newman ג'ון ניומן John Newton ג'ון ניוטון John Noble ג'ון נובל John Nunn ג'ון נון John O'Connor ג'ון ג'וזף או'קונור John O'Conor ג'ון או'קונור John O'Hanlon ג'ון אוהנלון John O'Hara ג'ון או'הרה John O'Shea ג'ון אושיי John Obi Mikel ג'ון אובי מיקל John Ogdon ג'ון אוגדון John Ogu ג'ון אוגו John Oliver ג'ון אוליבר John Ortiz ג'ון אורטיז John Osborne ג'ון אוסבורן John Owen ג'ון אוון John Paintsil ג'ון פנטסיל John Paul Jones ג'ון פול ג'ונס John Paul Jones Memorial אנדרטת ג'ון פול ג'ונס John Paul Stevens ג'ון פול סטיבנס John Peel ג'ון פיל John Pell ג'ון פל John Pemberton ג'ון פמברטון John Percival ג'ון פרסיבל John Perry ג'ון פרי John Pershing ג'ון פרשינג John Pershing General of the Armies אנדרטת חיל המשלוח האמריקני John Peter Zenger ג'ון פיטר זנגר John Petrucci ג'ון פטרוצ'י John Philip Kemble ג'ון פיליפ קמבל John Philip Sousa ג'ון פיליפ סוזה John Phillips ג'ון פיליפס John Philoponus יואנס פילופונוס John Pielmeier ג'ון פילמייר John Pius Boland ג'ון פיוס בולאנד John Podesta ג'ון פודסטה John Podhoretz ג'ון פודהורץ John Polanyi ג'ון פולני John Pope Hennessy ג'ון פופ הנסי John Pople ג'ון פופל John Pritchard ג'ון פריצ'רד John Pyper-Ferguson ג'ון פייפר-פרגוסון John Quiller Rowett ג'ון קווילר רווט John Quincy Adams ג'ון קווינסי אדמס John Rabe יוהאן ראבה John Radford ג'ון רדפורד John Rae ג'ון ריי John Rawls ג'ון רולס John Ray ג'ון ריי John Reed ג'ון ריד John Reilly ג'ון סי. ריילי John Rhys-Davies ג'ון ריס-דייוויס John Ridley Stroop ג'ון רידלי סטרופ John Riggins ג'ון ריגנס John Ritter ג'ון ריטר John Robert Anderson ג'ון אנדרסון John Roberts ג'ון רוברטס John Rockefeller ג'ון רוקפלר John Rockefeller Jr. הבן ג'ון רוקפלר John Roebling ג'ון אוגוסטוס רובלינג John Ruskin ג'ון ראסקין John Rutledge ג'ון ראטלדג' John Rutter ג'ון ראטר John Rymer-Jones ג'ון מורי ריימר-ג'ונס John Salmons ג'ון סלמונס John Saxon ג'ון סקסון John Scalzi ג'ון סקאלזי John Schlesinger ג'ון שלזינגר John Schneider ג'ון שניידר John Scofield ג'ון סקופילד John Scopes ג'ון סקופס John Scotus Eriugena יוהאן סקוטוס John Sculley ג'ון סקאלי John Searle ג'ון סרל John Sedgwick ג'ון סדג'וויק John Shalikashvili ג'ון שאליקשווילי John Sheppard ג'ון שפארד John Sherman ג'ון שרמן John Shine ג'ון שיין John Shrimpton ג'ון שרימפטון John Silver ג'ון סילבר John Simm ג'ון סים John Singer Sargent ג'ון סינגר סרג'נט John Singleton ג'ון סינגלטון John Slattery ג'ון סלאטרי John Smith ג'ון סמית' John Sparrow David Thompson ג'ון תומפסון John Speed ג'ון ספיד John Spencer ג'ון ספנסר John Spencer-Churchill ג'ון צ'רצ'יל John Stamos ג'ון סטאמוס John Stanley ג'ון סטנלי John Stapp ג'ון סטאפ John Starks ג'ון סטארקס John Steinbeck ג'ון סטיינבק John Stevens Henslow ג'ון סטיבנס הנסלו John Stewart ג'ון סטיוארט John Stockton ג'ון סטוקטון John Stones ג'ון סטונס John Stott ג'ון סקוט John Strange Spencer-Churchill ג'ון סטריינג' ספנסר-צ'רצ'יל John Stuart Mill ג'ון סטיוארט מיל John Sullivan ג'ון סאליבן John Sulston ג'ון סלסטון John Surtees ג'ון סורטיס John Szarkowski ג'ון זרקובסקי John Talbot ג'ון טלבוט John Tavener ג'ון טאוונר John Taverner ג'ון טאוורנר John Templeton ג'ון טמפלטון John Tenniel ג'ון טניאל John Terry ג'ון טרי John Thaw ג'ון ת'או John Thomas ג'ון תומאס John Thomas Dunlop ג'ון דאנלופ John Thompson ג'ון גריגס תומפסון John Thompson ג'ון תומפסון John Thune ג'ון ת'ון John Toland ג'ון טולנד John Tolson ג'ון טולסון John Travolta ג'ון טרבולטה John Tucker Must Die ג'ון טאקר מה זה גמור John Tukey ג'ון טוקי John Turner ג'ון טרנר John Turturro ג'ון טורטורו John Tyler ג'ון טיילר John Tyler Bonner ג'ון טיילר בונר John Tyndall ג'ון טינדל John Updike ג'ון אפדייק John V יוחנן החמישי John V Palaiologos קיסר האימפריה הביזנטית יוחנן החמישי John VII Palaiologos קיסר האימפריה הביזנטית יוחנן השביעי פלאולוגוס John VIII Palaiologos קיסר האימפריה הביזנטית יוחנן השמיני John Valentine Wistar Shaw ג'ון שו John Vanbrugh ג'ון ואנברו John Vane ג'ון ויין John Venn ג'ון ון John Ventimiglia ג'ון ונטימיליה John Verdon ג'ון ורדון John Vianney ז'אן מארי וייני John Vitéz יאנוש ויטז John Walker ג'ון ווקר John Walker Lindh ג'ון ווקר-לינד John Wall ג'ון וול John Wallis ג'ון ואליס John Waters ג'ון ווטרס John Watson ג'ון ווטסון John Wayne ג'ון ויין John Wayne Gacy ג'ון ויין גייסי John Webb ג'ון וב John Wesley Hillman ג'ון וסלי הילמן John Wesley Powell ג'ון וסלי פאוול John Wesley Shipp ג'ון וסלי שיפ John White ג'ון וייט John Wilkes ג'ון וילקס John Wilkes Booth ג'ון וילקס בות' John William Draper ג'ון ויליאם דרייפר John William Schulten ג'ון ויליאם שולטן John Williams ג'ון ויליאמס John Wisker ג'ון ויסקר John Wooden ג'ון וודן John Wycliffe ג'ון ויקליף John Wyndham ג'ון וינדהם John Xiphilinus יואנס קסיפילינוס John Yarmuth ג'ון ירמות' John Young ג'ון יאנג John Yudkin ג'ון יודקין John Zonaras יואנס זונאראס John Zorn ג'ון זורן John and Lorena Bobbitt לורנה וג'ון בוביט John de Lancie ג'ון דה לנסי John le Carré ג'ון לה קארה John le Carré קטגוריה:ג'ון לה קארה John of Bohemia יוהאן מלוקסמבורג John of Brienne ז'אן דה בריין John of Capistrano ג'ובני דה קפיסטרנו John of Damascus יוחנן מדמשק John of Gaunt דוכס לנקסטר ג'ון מגונט John of Giscala יוחנן מגוש חלב John of God יוחנן של האלוהים John of Ibelin ז'אן ד'איבלין John of Küküllő יאנוש קיקיליי John of Nepomuk יאן מנפומוק John of Rila איוואן רילסקי John of Saxony מלך סקסוניה יוהאן John of Tours ג'ון מטור John of Ávila חואן דה אווילה John the Apostle יוחנן בן זבדי John the Baptist יוחנן המטביל John the Evangelist יוחנן כותב הבשורה John the Fearless דוכס בורגונדיה ז'אן הראשון John the Lydian לידוס John the Merciful יוחנן הנדבן John the Silent יוחנן המתבודד John von Neumann ג'ון פון נוימן JohnManuel User:JohnManuel JohnManuel/backface User:JohnManuel JohnPritchard/Web 2.0 ווב 2.0 JohnSmith5000100/sandbox2 הכרזת העצמאות של ארצות הברית JohnWinn/AgeVaticanCity קרית הוותיקן Johnmarcustaylor אבישי בן צרויה Johnnie Walker ג'וני ווקר Johnny Acosta ג'וני אקוסטה Johnny Bravo ג'וני בראבו Johnny Carson ג'וני קרסון Johnny Cash ג'וני קאש Johnny Chan ג'וני צ'אן Johnny Christ ג'וני כרייסט Johnny Concho ג'וני קונצ'ו Johnny Depp ג'וני דפ Johnny English ג'וני אינגליש Johnny English Reborn ג'וני אינגליש חוזר Johnny Galecki ג'וני גאלקי Johnny Giles ג'וני ג'יילס Johnny Goldstein יונתן גולדשטיין Johnny Goode Johnny Goode Johnny Got His Gun ג'וני שב משדה הקרב Johnny Griffin ג'וני גריפין Johnny Hallyday ג'וני האלידיי Johnny Hansen ג'וני האנסן Johnny Haynes ג'וני היינס Johnny Knoxville ג'וני נוקסוויל Johnny Lewis ג'וני לואיס Johnny Logan ג'וני לוגן Johnny MacLeod ג'וני מקלאוד Johnny Marr ג'וני מאר Johnny Mathis ג'וני מאטיס Johnny Mercer ג'וני מרסר Johnny Morris ג'וני מוריס Johnny Quick ג'וני קוויק Johnny Ramone ג'וני ראמון Johnny Rep ג'וני רפ Johnny Test ג'וני טסט Johnny Weissmuller ג'וני וייסמילר Johnny Zoo user:Johnny Zoo JohnnyPolo24 משתמש:JohnnyPolo24 JohnnyWiki משתמש:JohnnyWiki Johns Hopkins University אוניברסיטת ג'ונס הופקינס Johns Hopkins University faculty קטגוריה:סגל אוניברסיטת ג'ונס הופקינס Johnson ג'ונסון Johnson & Johnson ג'ונסון אנד ג'ונסון Johnson County מחוז ג'ונסון Johnson Space Center מרכז החלל ג'ונסון Johnson's algorithm האלגוריתם של ג'ונסון Johnson–Lindenstrauss lemma הלמה של ג'ונסון ולינדנשטראוס Johnson–Nyquist noise רעש ג'ונסון Johnston ג'ונסטון Johnston Atoll אטול ג'ונסטון Johnston's genet גחן ג'ונסטון Johor ג'והור Johor Bahru ג'והור באהרו Joik יוייק Join Join Joinery קטגוריה:אביזרי חיבור Joint ג'וינט Joint מפרק Joint Chiefs of Staff המטות המשולבים Joint Chiefs of Staff קטגוריה:המטות המשולבים של ארצות הברית Joint Comprehensive Plan of Action הסכם המעצמות על תוכנית הגרעין האיראנית Joint Direct Attack Munition JDAM Joint Institute for Nuclear Research המכון המאוחד למחקר גרעיני Joint List הרשימה המשותפת Joint Plan of Action הסכם הביניים בז'נבה על תוכנית הגרעין האיראנית Joint Special Operations Command פיקוד המבצעים המיוחדים המשולבים Joint Strike Fighter program תוכנית Joint Strike Fighter Joint and several liability ריבוי מעוולים Joint dislocation פריקה Joint lock בריח Joint replacement החלפת מפרק Jointness יחד Jointness שילוביות Joints קטגוריה:מפרקים Joinville ז'וינווילי Joinvilleaceae ז'ואנוויליים Jojo Moyes ג'וג'ו מויס Jojoba חוחובה Joke בדיחה Joker ג'וקר Joker הג'וקר Jokerit יוקריט הלסינקי Jokhang מקדש ג'וקהנג Joko Widodo ג'וקו וידודו Joktan יקטן Jola people סנופו דיאולה Jolanda de Rover יולנדה דה רובר Jolene Jolene Jolene Blalock ג'ולין בליילוק Joleon Lescott ג'ולאון לסקוט Jolla יולה Jolly Fellows החברה העליזים Jolly Roger רוג'ר העליז Jolán Földes יולן פלדש Jomo Kenyatta ג'ומו קניאטה Jomo Kenyatta International Airport נמל התעופה הבינלאומי ג'ומו קניאטה Jon Anderson ג'ון אנדרסון Jon Bernthal ג'ון ברנטל Jon Bon Jovi ג'ון בון ג'ובי Jon Brion ג'ון בריאון Jon Brower Minnoch ג'ון ברוור מינוץ' Jon Carin ג'ון קרין Jon Cryer ג'ון קראייר Jon Dahl Tomasson יון דאל תומאסון Jon Favreau ג'ון פאברו Jon Fosse יון פוסה Jon Foster ג'ון פוסטר Jon Hamm ג'ון האם Jon Harald Søby משתמש:Jon Harald Søby Jon Henricks ג'ון הנריקס Jon Huntsman Jr. ג'ון האנטסמן Jon Kabat-Zinn ג'ון קבט-זין Jon Kimche ג'ון קמחי Jon Lord ג'ון לורד Jon Lovitz ג'ון לוביץ Jon Ola Sand יאן אולה סאנד Jon Olsen ג'ון אולסן Jon Pertwee ג'ון פרטווי Jon Polito ג'ון פוליטו Jon Robert Holden ג'ון רוברט הולדן Jon Sammels ג'ון סמלס Jon Scheyer ג'ון שייר Jon Seda ג'ון סדה Jon Sieben ג'ון סיבן Jon Stewart ג'ון סטיוארט Jon Tester ג'ון טסטר Jon Voight ג'ון ווייט Jon Walker ג'ון ווקר Jon.levy.gudmundsson טאיקוונדו Jonadab יונדב בן שמעה Jonah יונה Jonah יונה בן אמיתי Jonah Hex ג'ונה הקס Jonah Hill ג'ונה היל Jonah Lomu ג'ונה לומו Jonah Lotan יאיר לוטן Jonah Teomim-Frankel יונה תאומים-פרנקל Jonah ibn Janah יונה אבן ג'נאח Jonas ג'ונאס Jonas יונס Jonas Basanavičius יונאס בסנביצ'יוס Jonas Brothers האחים ג'ונאס Jonas Brothers תבנית:האחים ג'ונאס Jonas Hector יונאס הקטור Jonas Hofmann יונאס הופמן Jonas Jerebko יונאס ירבקו Jonas Jonasson יונס יונסון Jonas Lössl יונאס לוסל Jonas Salk יונה אדוארד סאלק Jonas Savimbi ז'ונאס סאווימבי Jonas Turkow יונס טורקוב Jonas Valančiūnas יונאס ולנצ'יונאס Jonatan Kopelev יהונתן קופלב Jonathan יהונתן Jonathan יהונתן בן גרשום Jonathan יונתן Jonathan Apphus יונתן הוופסי Jonathan Archer ג'ונתן ארצ'ר Jonathan Assous ג'ונתן אסוס Jonathan Banks ג'ונתן בנקס Jonathan Bar Giora יונתן בר גיורא Jonathan Berger יונתן ברגר Jonathan Borlée ז'ונתן בורלה Jonathan Bornstein ג'ונתן בורנשטיין Jonathan Bottinelli ג'ונתן בוטינלי Jonathan Brownlee ג'ונתן בראונלי Jonathan Coe ג'ונתן קו Jonathan Cook ג'ונתן קוק Jonathan Coy ג'ונתן קוי Jonathan Danilowitz יונתן דנילוביץ' Jonathan Davis ג'ונתן דייוויס Jonathan Dayton ג'ונתן דייטון Jonathan Dayton and Valerie Faris ג'ונתן דייטון וואלרי פאריס Jonathan Demme ג'ונתן דמי Jonathan Edwards ג'ונתן אדוארדס Jonathan Erlich יוני ארליך Jonathan Eybeschutz יהונתן אייבשיץ Jonathan Firth ג'ונתן פירת' Jonathan Frakes ג'ונתן פרייקס Jonathan Franzen ג'ונתן פרנזן Jonathan Groff ג'ונתן גרוף Jonathan Hyde ג'ונתן הייד Jonathan Ive ג'ונתן אייב Jonathan Kellerman ג'ונתן קלרמן Jonathan Kite ג'ונתן קייט Jonathan Knight ג'ונתן נייט Jonathan Larson ג'ונתן לארסון Jonathan Leakey ג'ונתן ליקי Jonathan Lethem ג'ונתן לת'ם Jonathan Lipnicki ג'ונתן ליפניקי Jonathan Littell ג'ונתן ליטל Jonathan Livingston Seagull ג'ונתן ליווינגסטון השחף Jonathan Maidana ג'ונתן מאידנה Jonathan Mann ג'ונתן מן Jonathan Miller ג'ונתן מילר Jonathan Motzfeldt יונתן מוצפלדט Jonathan Nott ג'ונתן נוט Jonathan Paredes יונתן פארדס Jonathan Pitroipa ג'ונתן פיטרויפה Jonathan Pollard יונתן פולארד Jonathan Pryce ג'ונתן פרייס Jonathan Rhys Meyers ג'ונתן ריס מאיירס Jonathan Richman ג'ונתן ריצ'מן Jonathan Rosenberg יונתן רוזנברג Jonathan Sacks יונתן זקס Jonathan Safran Foer ג'ונתן ספרן פויר Jonathan Sagall יהונתן סגל Jonathan Santana ג'ונתן סנטנה Jonathan Shaw ג'ונתן שואו Jonathan Soriano ג'ונתן סוריאנו Jonathan Spector ג'ונתן ספקטור Jonathan Stroud ג'ונתן סטראוד Jonathan Swift ג'ונתן סוויפט Jonathan Tah ג'ונתן טאה Jonathan Tropper ג'ונתן טרופר Jonathan Tucker ג'ונתן טאקר Jonathan Vila ג'ונתן וילה Jonathan W/histJan06/Dinosaur דינוזאורים Jonathan W/histJan06/vertebrate בעלי חוליות Jonathan Wild ג'ונתן ויילד Jonathan Winters ג'ונתן וינטרס Jonathan Wittenberg ג'ונתן ויטנברג Jonathan Woodgate ג'ונתן וודגייט Jonathan Zebina ג'ונתן זבינה Jonathan Zongo ג'ונתן זונגו Jonathan ben David ha-Cohen יהונתן מלוניל Jonathan ben Uzziel יונתן בן עוזיאל Jonathan de Guzmán ג'ונתן דה גוזמן Jonathan dos Santos ג'ונתן דוס סאנטוס Jonathan platoon פלוגת יהונתן Jonathanjohnson User:Jonathanjohnson Jonava יאנובה Jonava District Municipality יאנובה Jondel/LatinLinguaAnglica אנגלית Jonel Perlea יונל פרליה Jones ג'ונס Jones in the Fast Lane Jones in the Fast Lane Jones in the Fast Lane.png קובץ:Jones in the Fast Lane.png Jonestown ג'ונסטאון Jonestown conspiracy theories ג'ונסטאון Jonglei ג'ונגליי Jongmyo ג'ונגמיו Joni Ernst ג'וני ארנסט Joni Mitchell ג'וני מיטשל Joni Mitchell albums קטגוריה:אלבומי ג'וני מיטשל Joniškis ינישוק Joniškis District Municipality ינישוק Jonnie Boer יוני בור Jonny Buckland ג'ון באקלנד Jonny Evans ג'וני אוונס Jonny Greenwood ג'וני גרינווד Jonny Hardy ג'וני הרדי Jonny Lee Miller ג'וני לי מילר Jonshap92/sandbox סקס-סומניה Jonty Skinner ג'ונטי סקינר Jonás Gutiérrez חונאס גוטיירס Jonče Hristovski יונצ'ה חריסטובסקי Joo Joo Joods Historisch Museum המוזיאון להיסטוריה יהודית Joomla ג'ומלה Joonas Kolkka יונאס קולקה Joop Westerweel יופ וסטרויל Joost ג'וסט Joram יורם Joram Lindenstrauss יורם לינדנשטראוס Joram Rozov יורם רוזוב Jordaan יורדאן Jordan ג'ורדן Jordan ירדן Jordan קטגוריה:ירדן Jordan Academy of Arabic האקדמיה הירדנית ללשון הערבית Jordan Archaeological Museum המוזיאון לארכאולוגיה של ירדן Jordan Aviation ג'ורדן אוויאיישן Jordan Clarkson ג'ורדן קלארקסון Jordan Crawford ג'ורדן קרופורד Jordan Dhiban דיבון Jordan Dion דיאון Jordan Farmar ג'ורדן פארמאר Jordan Fliegel ג'ורדן פליגל Jordan Girardin משתמש:Jordan Girardin Jordan Henderson ג'ורדן הנדרסון Jordan Kings תבנית:מלכי ירדן Jordan Lukaku ג'ורדן לוקאקו Jordan Maron ג'ורדן מיירון Jordan Pella פלה Jordan Premier League ליגת העל הירדנית Jordan Rift Valley בקע הירדן Jordan River נהר הירדן Jordan River Crossing מעבר נהר הירדן Jordan River Village כפר נהר הירדן Jordan River basin קטגוריה:נהר הירדן Jordan Rudess ג'ורדן רודס Jordan Spieth ג'ורדן ספית' Jordan Todosey ג'ורדן טודוסי Jordan University of Science and Technology אוניברסיטת ירדן למדע וטכנולוגיה Jordan Valley עמק הירדן Jordan Valley Unified Water Plan תוכנית ג'ונסטון Jordan algebra אלגברת ז'ורדן Jordan at the Olympics ירדן במשחקים האולימפיים Jordan at the Paralympics ירדן במשחקים הפאראלימפיים Jordan national basketball team נבחרת ירדן בכדורסל Jordan national football team נבחרת ירדן בכדורגל Jordan normal form צורת ז'ורדן Jordan templates קטגוריה:תבניות ניווט - ירדן Jordan vs. Bird: One on One ג'ורדן נגד בירד: אחד על אחד Jordana Brewster ג'ורדנה ברוסטר Jordanes יורדנס Jordanian Armed Forces הכוחות המזוינים של ירדן Jordanian Christians קטגוריה:נוצרים ירדנים Jordanian cuisine המטבח הירדני Jordanian culture קטגוריה:ירדן: תרבות Jordanian dinar דינר ירדני Jordanian disengagement from the West Bank ניתוק הזיקה Jordanian military personnel קטגוריה:אנשי צבא ירדנים Jordanian occupation of the West Bank יהודה ושומרון ומזרח ירושלים תחת שלטון ירדן Jordanian people קטגוריה:ירדנים Jordanian politicians קטגוריה:פוליטיקאים ירדנים Jordanian royal consorts קטגוריה:מלכות ירדן Jordanów יורדאנוב Jordan–Chevalley decomposition פירוק ז'ורדן Jordan–Saudi Arabia relations יחסי ירדן-ערב הסעודית Jordan–United States relations יחסי ארצות הברית-ירדן Jordgette/doubleslit1 ניסוי שני הסדקים Jordi Alba ז'ורדי אלבה Jordi Cruyff ג'ורדי קרויף Jordi Masip ג'ורדי מאסיפ Jordi Pujol i Soley ז'ורדי פוז'ול Jordi Roura ג'ורדי ראורה Jordi Savall ז'ורדי סאוואל Jordi Trias ז'ורדי טריאס Jordin Sparks ג'ורדן ספארקס Jordy ז'ורדי Jordy Clasie יורדי קלאסי Jordyn Wieber ג'ורדין ויבר Jorge Acuña חורחה אקוניה Jorge Amado ז'ורז' אמאדו Jorge Batlle Ibáñez חורחה באז'ה איבנייס Jorge Ben Jor ז'ורז'י בן ז'ור Jorge Burruchaga חורחה בורוצ'גה Jorge Campos חורחה קמפוס Jorge Chávez International Airport נמל התעופה הבינלאומי חורחה צ'אבס Jorge Drexler חורחה דרקסלר Jorge Fucile חורחה פוסילה Jorge Garbajosa חורחה גרבאחוסה Jorge Garcia חורחה גרסיה Jorge García Granados חורחה גרסיה גרנדוס Jorge Lorenzo חורחה לורנסו Jorge Luis Borges חורחה לואיס בורחס Jorge Luis Pinto חורחה לואיס פינטו Jorge Rafael Videla חורחה רפאל וידלה Jorge Sampaio ז'ורז'ה סמפאיו Jorge Sampaoli חורחה סמפאולי Jorge Semprún חורחה סמפרון Jorge Teixeira ז'ורז'ה טיישיירה Jorge Valdano חורחה ולדאנו Jorge Valdivia חורחה ואלדיביה Jorginho ז'ורז'יניו Joris Mathijsen יוריס מאתייסן Joris-Karl Huysmans ז'וריס-קרל הויסמנס Jorja Fox ג'ורג'ה פוקס Jorma Panula יורמה פאנולה Jorunn משתמש:Jorunn Jos Van Immerseel יוס ואן אימרסל Josane Sigart ז'וזאן סיגאר Joschka Fischer יושקה פישר Jose רבי יוסי Jose Hanina רבי יוסי בר חנינא Jose Jose יוסי בן יוסי Jose Judah רבי יוסי ברבי יהודה Jose ben Abin יוסי ברבי בון Jose ben Halafta רבי יוסי Jose ben Jochanan יוסי בן יוחנן Jose ben Joezer יוסי בן יועזר Jose ben Kisma רבי יוסי בן קיסמא Jose ben Zimra רבי יוסי בן זמרה Jose of Yokereth יוסי דמן יוקרת Jose the Galilean רבי יוסי הגלילי Jose77/sandbox הכנסייה האמיתית של ישו Joseamatxo משתמש:Joseamatxo Joseba Beloki חוסבה בלוקי Joseba Etxeberria חוסבה אצ'ברייה Josef Albers יוזף אלברס Josef Bergmaier יוזף ברגמאייר Josef Bican יוזף ביקאן Josef Blösche יוזף בלשה Josef Breuer יוזף ברויר Josef Bucher יוזף בוכר Josef Cukierman יוסף צוקרמן Josef Fares יוסף פארס Josef Gingold ג'וזף גינגולד Josef Gusikov יוסף גוזיקוב Josef Harpe יוזף הרפה Josef Hassid יוסף חסיד Josef Hofmann יוזף הופמן Josef Horovitz יוסף הורוביץ Josef Joffe יוזף יופה Josef Kling יוסף קלינג Josef Koudelka ג'וזף קודלקה Josef Kramer יוזף קרמר Josef Krips יוזף קריפס Josef Ludwig von Armansperg יוזף לודוויג פון ארמנספרג Josef Masopust יוזף מסופוסט Josef Matthias Hauer יוזף מטיאס האואר Josef Mengele יוזף מנגלה Josef Motzfeldt יוסף מוצפלדט Josef Mundy יוסף מונדי Josef Mysliveček יוזף מיסליבצ'ק Josef Popper-Lynkeus יוסף פופר-לינקאוס Josef Reicha יוזף רייכה Josef Schleich יוזף שלייך Josef Schächter יוסף שכטר Josef Stefan יוזף סטפן Josef Strauss יוזף שטראוס Josef Suk יוזף סוק Josef Tal יוסף טל Josef von Sternberg יוזף פון שטרנברג Josefa Iloilo ג'וספה אילואילו Josefu/Work In Progress/Paris פריז Josel of Rosheim יוסף לואנץ Joselito חוזליטו Josemaría Escrivá חוזהמריה אסקריבה Josep Escolà ז'וזפ אסקולה Josep Lluís Núñez ז'וזפ ליואיס נונייז Josep Maria Fusté ז'וזפ מריה פוסטה Josep Moratalla ז'וזפ מורטאיה Josep Pla ז'וזפ פלה Josep Raich ז'וזפ ראיק Josep Samitier ז'וזפ סמיטייר Josep Seguer ז'וזפ סגר Josep Sunyol ז'וזפ סוניול Joseph יוסף Joseph קטגוריה:יוסף בן יעקב Joseph Achille Le Bel ז'וזף לה בל Joseph Achron יוסף אחרון Joseph Agassi יוסף אגסי Joseph Albo יוסף אלבו Joseph Almanzi יוסף אלמנצי Joseph André ז'וזף אנדרה Joseph Athias יוסף אטיאס Joseph Babad יוסף באב"ד Joseph Banks ג'וזף בנקס Joseph Barclay Pentland ג'וזף ברקלי פנטלנד Joseph Barsky יוסף ברסקי Joseph Bau יוסף באו Joseph Bell ג'וזף בל Joseph Bentwich יוסף בנטואיץ' Joseph Berger-Barzilai יוסף ברגר-ברזילי Joseph Bernstein יוסף ברנשטיין Joseph Bertrand ז'וזף ברטראן Joseph Bodin de Boismortier ז'וזף בודה דה בואמורטיה Joseph Bonaparte ז'וזף בונפרטה Joseph Bové ג'וזף בווה Joseph Boyden ג'וזף בוידן Joseph Breuer יוסף ברויאר Joseph Brodsky יוסף ברודסקי Joseph Canteloube ז'וזף קנטלוב Joseph Carl Breil ג'וזף קארל ברייל Joseph Carlebach יוסף צבי קרליבך Joseph Caspi יוסף אבן כספי Joseph Cedar יוסף סידר Joseph Chaikin ג'וזף צ'ייקין Joseph Chamberlain ג'וזף צ'מברליין Joseph Christmas Ives ג'וזף אייווס Joseph Cinqué ג'וזף סינקה Joseph Colon Trabotto יוסף קולון Joseph Conrad ג'וזף קונרד Joseph Constant יוסף קונסטנט Joseph Cook ג'וזף קוק Joseph Cotten ג'וזף קוטן Joseph Cross ג'וזף קרוס Joseph Dan יוסף דן Joseph Darnand ז'וזף דארנן Joseph David Sinzheim יוסף דוד זינצהיים Joseph Deiss ג'וזף דייס Joseph Dunford ג'וזף דנפורד Joseph Epstein יוסף אפשטיין Joseph Erlanger יוסף ארלנגר Joseph Escapa יוסף איסקפה Joseph Fiennes ג'וזף פיינס Joseph Finder ג'וזף פיינדר Joseph Fouché ז'וזף פושה Joseph Fourier ז'אן-בטיסט ז'וזף פורייה Joseph Fourier University אוניברסיטת ז'וזף פורייה Joseph François Michaud ז'וזף-פרנסואה מישו Joseph Freiherr von Eichendorff יוזף פון אייכנדורף Joseph Gallieni ז'וזף גליאני Joseph Gannascoli ג'וזף גנסקולי Joseph Gelinek יוזף גלינק Joseph Gillis יוסף גיליס Joseph Ginat יוסף גינת Joseph Goebbels יוזף גבלס Joseph Goldstein ג'וזף גולדשטיין Joseph Gordon-Levitt ג'וזף גורדון-לוויט Joseph Grew ג'וזף גרו Joseph Gutnick יוסף יצחק גוטניק Joseph Günzburg יוסף גינצבורג Joseph Halévy יוסף הלוי Joseph Hama יוסף בר חמא Joseph Haydn יוזף היידן Joseph Haydn קטגוריה:יוזף היידן Joseph Heller ג'וזף הלר Joseph Heller יוסף הלר Joseph Hellmesberger Jr. יוזף הלמסברגר הבן Joseph Hellmesberger Sr. יוזף הלמסברגר האב Joseph Henry ג'וזף הנרי Joseph Henry Blackburne ג'וזף הנרי בלקבורן Joseph Hertz יוסף צבי הרץ Joseph Hoch יוזף הוך Joseph Hooton Taylor Jr. ג'וזף הוטון טיילור Joseph Jenkins Roberts ג'וזף ג'נקינס רוברטס Joseph Joachim יוזף יואכים Joseph Joanovici יוסף יואנוביצ'י Joseph Joffre ז'וזף ז'ופר Joseph Joshua Weiss יוסף יהושע וייס Joseph Justus Scaliger יוזף יוסטוס סקליגר Joseph Kabila ז'וזף קבילה Joseph Kara יוסף קרא Joseph Kasa-Vubu ז'וזף קסא וובו Joseph Kastein יוסף קסטיין Joseph Keilberth יוזף קיילברת Joseph Kennedy ג'וזף קנדי Joseph Kennedy III ג'וזף קנדי השלישי Joseph Kennedy Jr. הבן ג'וזף קנדי Joseph Kennedy Sr. ג'וזף קנדי Joseph Kimhi יוסף קמחי Joseph Kittinger ג'וזף קיטינג'ר Joseph Klausner יוסף קלוזנר Joseph Kobzon יוסיף קובזון Joseph Kony ג'וזף קוני Joseph Kosma ז'וזף קוסמה Joseph Kossonogi יוסף קוסונוגי Joseph Krumgold ג'וזף קרומגולד Joseph Larmor ג'וזף לרמור Joseph Liouville ז'וזף ליוביל Joseph Losey ג'וזף לוסי Joseph Louis Gay-Lussac לואי ז'וזף גה-ליסאק Joseph Lyons ג'וזף ליונס Joseph Malovany יוסף מלובני Joseph Mankiewicz ג'וזף מנקייביץ' Joseph Marie Jacquard ג'וזף מרי ג'אקארד Joseph Marie Terray ז'וזף מרי טרא Joseph Martin Kraus יוזף מרטין קראוס Joseph Marx יוזף מרקס Joseph Massel יוסף מזל Joseph Mazzello ג'וזף מאזלו Joseph McCarthy ג'וזף מקארתי Joseph Meir Weiss יוסף מאיר וייס Joseph Mendelssohn יוסף מנדלסון Joseph Merrick ג'וזף מריק Joseph Meyerhoff יוסף מאירהוף Joseph Morgan ג'וזף מורגן Joseph Murphy ג'וזף מרפי Joseph Muscat ג'וזף מאסקט Joseph Méry ז'וזף מרי Joseph Nasi דון יוסף נשיא Joseph Needham ג'וזף נידהם Joseph Opatoshu יוסף אופטושו Joseph Perl יוסף פרל Joseph Pilates יוזף פילאטיס Joseph Pitton de Tournefort ז'וזף פיטון דה טורנפור Joseph Platz יוזף פלאץ Joseph Priestley ג'וזף פריסטלי Joseph Pulitzer ג'וזף פוליצר Joseph Radetzky von Radetz יוזף רדצקי פון רדץ Joseph Raz יוסף רז Joseph Rotblat יוסף רוטבלט Joseph Roth יוזף רות Joseph Sadan יוסף סדן Joseph Salvador יוסף סלבדור Joseph Samuel Bloch יוסף שמואל בלוך Joseph Saragossi יוסף סרגוסי Joseph Saul Nathansohn יוסף שאול נתנזון Joseph Schacht יוסף שכט Joseph Schenck ג'וזף שנק Joseph Schildkraut ג'וזף שילדקראוט Joseph Schillinger יוסף שילינגר Joseph Schleifstein ג'וזף שלייפשטיין Joseph Schlessinger יוסף שלזינגר Joseph Schmidt יוזף שמידט Joseph Schooling ג'וזף סקולינג Joseph Schumpeter יוזף שומפטר Joseph Schuster ג'וזף שוסטר Joseph Serchuk יוסף סרצ'וק Joseph Shapotshnick יוסף שפוצ'ניק Joseph Sitruk יוסף סיטרוק Joseph Smith ג'וזף סמית' הבן Joseph Solomon Delmedigo יוסף שלמה דלמדיגו Joseph Soloveitchik יוסף דוב הלוי סולובייצ'יק Joseph Stalin יוסיף סטלין Joseph Stalin קטגוריה:יוסיף סטלין Joseph Stefano ג'וזף סטפנו Joseph Steinhardt יוסף שטיינהארט Joseph Stenhouse ג'וזף סטנהאוז Joseph Stiglitz ג'וזף שטיגליץ Joseph Stilwell ג'וזף סטילוול Joseph Story ג'וזף סטורי Joseph Szigeti יוזף סיגטי Joseph Szydlowski יוסף שידלובסקי Joseph Süß Oppenheimer יוזף זיסקינד אופנהיימר Joseph Taitazak יוסף טאיטאצאק Joseph Thomson ג'וזף תומסון Joseph Trani יוסף מטראני Joseph Trumpeldor יוסף טרומפלדור Joseph Votel ג'וזף ווטל Joseph Ward ג'וזף וורד Joseph Wedderburn ג'וזף ודרברן Joseph Weizenbaum ג'וזף וייצנבאום Joseph Wershba ג'ו ורשבה Joseph Wirth יוזף וירט Joseph Yahalom יוסף יהלום Joseph Yobo ג'וזף יובו Joseph Zaritsky יוסף זריצקי Joseph Zedner יוסף צדנר Joseph and Aseneth יוסף ואסנת Joseph and His Friend: A Story of Pennsylvania ג'וזף וחברו: סיפור מפנסילבניה Joseph and the Amazing Technicolor Dreamcoat יוסף וכתונת הפסים המשגעת Joseph bar Hama רב יוסף בר חמא Joseph ben Abraham Gikatilla יוסף ג'יקטיליה Joseph ben Ephraim Karo יוסף קארו Joseph ben Isaac Bekhor Shor יוסף בכור שור Joseph ben Judah ibn Aknin יוסף בן יהודה אבן עקנין Joseph ben Judah of Ceuta יוסף בן יהודה אבן שמעון Joseph ben Meir Teomim יוסף תאומים Joseph ben Mordechai Gershon יוסף כץ Joseph ben Samuel Bonfils יוסף טוב עלם Joseph de Picciotto Bey יוסף דה פיצ'וטו ביי Joseph de la Vega יוסף דה לה וגה Joseph ha-Kohen יוסף הכהן הרופא Joseph ibn Abitur יוסף אבן אביתור Joseph ibn Habib יוסף חביבא Joseph ibn Migash ר"י מיגאש Joseph ibn Tzaddik יוסף אבן צדיק Joseph of Arimathea יוסף הרמתי Joseph of Cupertino יוסף מקופרטינו Joseph of Tiberias יוסף הקומס Joseph von Fraunhofer יוזף פראונהופר Joseph's Tomb קבר יוסף Joseph-Hector Fiocco יוזף-הקטור פיוקו Joseph-Louis Lagrange ז'וזף לואי לגראנז' Joseph: King of Dreams יוסף נסיך החלומות Josephine Baker ג'וזפין בייקר Josephine Hull ג'וזפין האל Josephine Sticker יוזפינה שטיקר Josephine Wall ג'וזפין ווהל Josephoartigasia ג'וספורטיגסי Josephus יוסף בן מתתיהו Josephus on Jesus העדות הפלוויאנית Josephus problem בעיית יוספוס Joses יוסה Josette Banzet ג'וזט באנזט Josh Brolin ג'וש ברולין Josh Carter ג'וש קרטר Josh Childress ג'וש צ'ילדרס Josh Dallas ג'וש דאלאס Josh Duhamel ג'וש דוהאמל Josh Dun ג'וש דאן Josh Duncan ג'וש דאנקן Josh Gad ג'וש גאד Josh Groban ג'וש גרובן Josh Hartnett ג'וש הארטנט Josh Henderson ג'וש הנדרסון Josh Holloway ג'וש הולווי Josh Hopkins ג'וש הופקינס Josh Howard ג'וש הווארד Josh Hutcherson ג'וש האצ'רסון Josh Kelley ג'וש קלי Josh Klinghoffer ג'וש קלינגהופר Josh Lucas ג'וש לוקאס Josh Peck ג'וש פק Josh Radnor ג'וש רדנור Josh Richardson ג'וש ריצ'רדסון Josh Smith ג'וש סמית' Josh Wink ג'וש וינק Josh.Pritchard.DBA/RosieAssignments ABA Joshua יהושע Joshua יהושע בן נון Joshua Alexander ג'ושוע אלכסנדר Joshua Bell ג'ושוע בל Joshua Boaz ben Simon Baruch יהושע בועז Joshua Bolten ג'וש בולטן Joshua Borkovsky יהושע בורקובסקי Joshua Falk יהושע פלק כץ Joshua Hassan יהושע חסן Joshua Heschel Zoref העשיל צורף Joshua Höschel ben Joseph יהושע העשיל Joshua Jackson ג'ושוע ג'קסון Joshua Jortner יהושע יורטנר Joshua Kimmich יושוע קימיך Joshua Lederberg יהושע לדרברג Joshua Lorki יהושע הלורקי Joshua Matza יהושע מצא Joshua Millner ג'ושוע קרני מילנר Joshua Muravchik ג'ושוע מורבצ'יק Joshua Neustein יהושע נוישטיין Joshua Prawer יהושע פראוור Joshua Redman ג'ושוע רדמן Joshua Rozenberg ג'ושוע רוזנברג Joshua Simon יהושע סימון Joshua Sobol יהושע סובול Joshua Steinberg יהושע שטיינברג Joshua Zeitlin יהושע צייטלין Joshua ben Gamla יהושע בן גמלא Joshua ben Hananiah רבי יהושע בן חנניה Joshua ben Karha רבי יהושע בן קרחה Joshua ben Levi רבי יהושע בן לוי Joshua ben Perachiah יהושע בן פרחיה Joshua ibn Shuaib יהושע אבן שועיב Joshua the High Priest יהושע בן יהוצדק Josiah יאשיהו Josiah Bartlett ג'וזייה ברטלט Josiah Wedgwood ג'וזאיה וג'ווד Josiah Willard Gibbs ג'וסיה וילארד גיבס Josiah ben Joseph Pinto יאשיהו בן יוסף פינטו Josias von Heeringen יוזיאס פון הרינגן Josip Broz Tito יוסיפ ברוז טיטו Josip Drmić יוסיפ דרמיץ' Josip Jurčič יוסיפ יורצ'יץ' Josip Šimunić יוסיפ שימוניץ' Josippon יוסיפון Josquin des Prez ז'וסקן דה פרה Joss Stone ג'וס סטון Joss Whedon ג'וס וידון Jost יוסט Jost Van Dyke ג'וסט ואן דייק Jostedal Glacier יוסטדאלסבריין Jostein Gaarder יוסטיין גורדר Josué Anunciado de Oliveira ז'וסואה Josué Jéhouda ז'וזואה יהודה José Aboulker ז'וזה אבולקר José Albi חוסה אלבי José Altafini ז'וזה אלטפיני José Amador de los Ríos חוסה אמדור דה לוס ריוס José Antonio Abreu חוסה אנטוניו אבראו José Antonio Camacho חוסה אנטוניו קמאצ'ו José Antonio Miranda חוסה אנטוניו מירנדה José Antonio Ramos Huete פפיטו ראמוס José Antonio Reyes חוסה אנטוניו רייס José Antonio Zaldúa חוסה אנטוניו סאלדואה José Bautista חוזה באוטיסטה José Bosingwa ז'וזה בוסינגווה José Bravo חוסה בראבו José Calderón חוסה קלדרון José Callejón חוסה קאייחון José Cardozo חוסה קרדוסו José Carlos Mariátegui חוסה קרלוס מריאטגי José Carreras חוסה קאררס José Castellanos Contreras חוסה קסטיינוס קונטררס José Chamot חוסה צ'אמוט José Echegaray חוסה אצ'גרי José Eduardo de Cárdenas חוסה אדוארדו דה קארדנאס José Eduardo dos Santos ז'וזה אדוארדו דוש סנטוש José Emilio Pacheco חוסה אמיליו פצ'קו José Enrique חוסה אנריקה סאנצ'ס José Enrique Moyal חוסה אנריקה מויאל José Faur יוסף פאור José Feliciano חוזה פליסיאנו José Ferrer חוזה פרר José Figueres Ferrer חוסה פיגרס פרר José Filho Duarte ז'וזה דוארטה José Fonte ז'וזה פונטה José Gaspar Rodríguez de Francia חוסה גספר רודריגס דה פרנסיה José Gervasio Artigas חוסה חרוואסיו ארטיגס José Giménez חוסה מריה חימנס José Gonzalvo ז'וזפ גונסלבו José González חוזה גונזלס José Holebas חוזה הולבאס José Joaquín Trejos Fernández חוסה חואקין טרחוס פרננדס José Joaquín de Olmedo International Airport נמל התעופה הבינלאומי חוסה חואקין דה אולמדו José Juan Barea חוסה בראה José Limón חוזה לימון José Linhares ז'וזה ליניארס José Luis Chilavert חוסה לואיס צ'ילאברט José Luis Gayà חוסה לואיס גאיה José Luis Rodríguez Zapatero חוסה לואיס רודריגס ספאטרו José Luis Rubiera חוסה לואיס רוביירה José López Portillo חוסה לופס פורטייו José Manuel Barroso ז'וזה מנואל ברוזו José Manuel Jiménez Ortiz מאנה José Manuel Moreno חוסה מנואל מורנו José Manuel Pesudo חוסה מנואל פסודו José Manuel Pinto חוסה מנואל פינטו José Mari Bakero חוסה מריה באקרו José Martí חוסה מארטי José Martí International Airport נמל התעופה הבינלאומי חוסה מארטי José María Aznar חוסה מריה אסנאר José María Basanta חוסה מריה בסנטה José María Figueres חוסה מריה פיגרס José María Gatica חוסה מריה גטיקה José María Gil-Robles y Quiñones חוזה מריה חיל רובלס José María Vitier חוסה מריה ויטייר José Maurer יוסף מאורער José Miguel Cubero חוסה מיגל קוברו José Miguel Gómez חוסה מיגל גומס José Mourinho ז'וזה מוריניו José Mujica חוסה מוחיקה José Nasazzi חוסה נסאסי José Omar Pastoriza חוסה פסטוריסה José Ortega y Gasset חוסה אורטגה אי גאסט José Pablo Feinmann חוסה פבלו פיינמן José Pablo Moncayo חוסה פאבלו מונקאיו José Puig Puig קורטה José Pékerman חוסה נסטור פקרמן José Ramalho Carvalho de Freitas ז'וזה ראמליו José Ramos-Horta ז'וזה רמוס הורטה José Ramón Alexanko חוסה רמון אלשנקו José Raúl Capablanca חוסה ראול קפבלנקה José Sand חוסה סאנד José Sanfilippo חוסה סנפיליפו José Santamaría חוסה סנטמריה José Saramago ז'וזה סאראמאגו José Sarney ז'וזה סרניי José Sayovo חוזה ארמנדו סאיובו José Sosa חוסה סוסה José Sócrates ז'וזה סוקרטש José Vasconcelos חוסה וסקונסלוס José Vicente Sánchez טנטה סאנצ'ס José de Anchieta ז'וזה דה אנשייטה José de Córdoba y Ramos חוסה דה קורדובה José de San Martín חוסה דה סן מרטין José Ángel Gurría אנחל גורייה José Ángel Iribar חוסה אנחל איריבר Joséphine de Beauharnais ז'וזפין דה בוארנה Jotbathah יטבתה Jotham יותם Jotham יותם בן גדעון Jotham of Judah יותם Joub Jannine ג'וב ג'נין Joule ג'ול Joule–Thomson effect אפקט ג'ול-תומסון Jounieh ג'וניה Journal of Palestine Studies Journal of Palestine Studies Journal of Peace Research Journal of Peace Research Journal of Planning History Journal of Planning History Journal of Visualized Experiments Journal of Visualized Experiments Journal of World History Journal of World History Journal of the Chemical Society Journal of the Chemical Society Journaling file system מערכת קבצים מתועדת Journalism עיתונאות Journalism קטגוריה:עיתונות Journalism awards קטגוריה:פרסים עיתונאיים Journalist עיתונאי Journalistic scandal בדיה עיתונאית Journalistic scandals קטגוריה:בדיות עיתונאיות Journalists קטגוריה:עיתונאים Journalists by nationality קטגוריה:עיתונאים לפי מוצא Journalists by publication קטגוריה:סגל כלי תקשורת Journalists by publication in the United States קטגוריה:סגל כלי תקשורת בארצות הברית Journalists by subject קטגוריה:עיתונאים לפי נושא Journalists from Georgia קטגוריה:עיתונאים גאורגים Journalists who died as a result of terrorism קטגוריה:עיתונאים שנחטפו ונהרגו Journey Journey Journey to the Center of the Earth מסע אל בטן האדמה Journey to the Center of the Earth מסע לבטן האדמה Journey to the End of the Night מסע אל קצה הלילה Journey to the West המסע למערב Jousting תחרות הפלה ברומח Joventut Badalona חובנטוד בדאלונה Joventut Badalona players קטגוריה:כדורסלני חובנטוד בדאלונה Jovian יוביאנוס Joy ג'וי Joy Division ג'וי דיוויז'ן Joy Fawcett ג'וי פוסט Joy Lauren ג'וי לורן Joy Page ג'וי פייג' Joya de Cerén חויה דה סרן Joyce ג'ויס Joyce Banda ג'ויס באנדה Joyce Carol Oates ג'ויס קרול אוטס Joyce Kaufman ג'ויס קאופמן Joyce Redman ג'ויס רדמן Joystick ג'ויסטיק Jozef Israëls יוסף ישראלס Jozef Tiso יוזף טיסו Jozua François Naudé ז'וזואה פרנסואה נודה Jozy Altidore ג'וזי אלטידור João Bernardo Vieira ז'ואאו ברנארדו ויאיירה João Figueiredo ז'ואאו פיגיירדו João Gilberto ז'ואאו ז'ילברטו João Gilberto Noll ז'ואאו ז'ילברטו נול João Gonçalves Zarco ז'ואאו גונסלווש זארקו João Goulart ז'ואאו גולאר João Havelange ז'ואאו האבלנז' João Moutinho ז'ואאו מאוטיניו João Pereira ז'ואאו פריירה João Pessoa ז'ואאו פסואה João Pinto ז'ואאו פינטו João Vaz Corte-Real ז'ואאו קורטה-ריאל João Vieira Pinto ז'ואאו ויירה פינטו Joël Matip ג'ואל מאטיפ Joël Robuchon ז'ואל רובישון Joël Veltman יואל ולטמן Jpanderson/jan25work שינה זעירה Jpark623/sandbox RT-PCR Jpech95/taiwan/Taiwan טאיוואן Jpower10/Sandbox מכבי אש Jr. Allen Schindler אלן שינדלר ג'וניור Jr. Assassination of Martin Luther King רצח מרטין לותר קינג Jr. Barrington Moore ברינגטון מור Jr. Charles Brooks צ'ארלס ברוקס ג'וניור Jr. Damon Wayans דיימון ואינז ג'וניור Jr. Daniel Koshland דניאל קושלנד Jr. Florenz Ziegfeld פלורנץ זיגפלד Jr. Friedrich Ebert פרידריך אברט הצעיר Jr. Georg Hellmesberger גיאורג הלמסברגר הבן Jr. Gerald Henderson ג'רלד הנדרסון Jr. Henry Richardson Labouisse הנרי לבואיס Jr. John de Mol ג'ון דה מול Jr. Lonnie King התנועה לזכויות האזרח של ארצות הברית Jr. Martin Luther King מרטין לותר קינג Jr. Martin Luther King קטגוריה:מרטין לותר קינג Jr. Memorial Martin Luther King אנדרטת מרטין לותר קינג Jr. Mike Conley מייק קונלי Jr. Mike Dunleavy מייק דאנליבי הבן Jr. Robert Parker רוברט פרקר Jr. Roland Fryer רולנד פרייר Jr. Sam Clancy סם קלנסי Jr. Tom Moore טום מור Jr. Walter Ray Williams וולטר ריי ויליאמס הבן Jr. William Morris Meredith ויליאם מרדית' Jrod2/Sandbox מאסטרינג Jrue Holiday ג'רו הולידיי Jseavey12 קווין גארנט Jsoon eu/thoughts on porting Porting Jsoon eu/thoughts on protocol פרוטוקול תקשורת Jtestpage/sandbox תסמונת גמילה מאלכוהול JuTa משתמש:JuTa Juan Alberto Schiaffino חואן סקיאפינו Juan Antonio Corbalán חואן אנטוניו קורבלאן Juan Antonio Pizzi חואן אנטוניו פיצי Juan Antonio Samaranch חואן אנטוניו סמראנש Juan Antonio San Epifanio חואן אנטוניו סן אפיפניו Juan Antonio Señor חואן אנטוניו סניור Juan Arango חואן אראנגו Juan Atkins חואן אטקינס Juan Bautista Agüero חואן אגוארו Juan Bernat חואן ברנאט Juan Camilo Zúñiga חואן קאמילו סונייגה Juan Caramuel y Lobkowitz חואן קאראמואל אי לובקוביץ Juan Carlos חואן קרלוס פרס Juan Carlos חואן קרלוס רודריגס Juan Carlos I of Spain מלך ספרד חואן קרלוס הראשון Juan Carlos Navarro חואן קרלוס נבארו Juan Carlos Onetti חואן קרלוס אונטי Juan Carlos Onganía חואן קרלוס אונגאנייה Juan Carlos Unzué חואן קרלוס אונסואה Juan Carlos Valerón חואן קרלוס ואלרון Juan Carlos Wasmosy חואן קרלוס וסמוסי Juan Cortina חואן קורטינה Juan Corzo חואן קורזו Juan Crisóstomo Arriaga חואן אריאגה Juan Cuadrado חואן קוואדראדו Juan Cámara חואן קאמרה Juan Diego Flórez חואן דייגו פלורס Juan Fernando Quintero חואן קינטרו Juan Fernández חואן פרננדס Juan Fernández Islands איי חואן פרננדס Juan Fernández fur seal דוב ים חואן פרננדס Juan Gil Navarro חואן מנואל חיל נבארו Juan Gris חואן גריס Juan Hernangómez חואן הרננגומס Juan Iturbe חואן איטורבה Juan José Millás חואן חוסה מייאס Juan José Nogués חואן חוסה נוגס Juan Lindo חואן לינדו Juan Luis Vives חואן לואיס ויוס Juan López de Palacios Rubios חואן לופס דה פלאסיוס רוביוס Juan Manuel Asensi חואן מנואל אסנסי Juan Manuel Santos חואן מנואל סנטוס Juan Manuel Vargas חואן מנואל ורגאס Juan Manuel de Rosas חואן מנואל דה רוסאס Juan Mari Arzak חואן-מארי ארזאק Juan Martín del Potro חואן מרטין דל פוטרו Juan Martínez de Rozas חואן מרטינס דה רוסאס Juan Mata חואן מאטה Juan Mendez חואן מנדז Juan Negrín חואן נגרין Juan Pablo Carrizo חואן פבלו קאריסו Juan Pablo Colinas חואן פבלו קולינאס Juan Pablo Sorín חואן פבלו סורין Juan Pablo Ángel חואן פאבלו אנחל Juan Pedro Lanzani חואן פדרו לנסאני Juan Perón חואן דומינגו פרון Juan Ponce de León חואן פונסה דה ליאון Juan Ramón Jiménez חואן רמון חימנס Juan René Serrano חואן רנה סראנו Juan Rodríguez Cabrillo חואן רודריגס קבריו Juan Román Riquelme חואן רומן ריקלמה Juan Rulfo חואן רולפו Juan Santamaría חואן סנטמריה Juan Sebastián Elcano חואן סבסטיאן אלקנו Juan Sebastián Verón חואן סבסטיאן ורון Juan Silveira dos Santos חואן Juan Simón חואן סימון Juan Valdez חואן ולדז Juan Zambudio Velasco חואן סמבודיו ולסקו Juan de Colonia יוהאן מקלן Juan de Fuca Plate לוח חואן דה פוקה Juan de Mariana חואן דה מריאנה Juan de Nova Island ז'ואן דה נובה Juan de la Cierva חואן דה לה סיירבה Juana Soto חואנה סוטו Juana de Ibarbourou חואנה דה איברבורו Juanes חואנס Juanfran חואנפראן Juanita Hall חואניטה הול Juanita Moore חואניטה מור Juanito חואניטו Juanpdp/South America אמריקה הדרומית Juanín García חואן גארסיה Juazeiro ז'ואזיירו Juba ג'ובה Juba קטגוריה:ג'ובה Juba Game Reserve שמורת הציד ג'ובה Juba International Airport נמל התעופה ג'ובה Juba Stadium אצטדיון ג'ובה Jubaea דקל היין הצ'יליאני Jubal יובל Jubb Yussef ג'וב יוסף Jubba River ג'ובה Jubilee ג'ובילי Jubilee שנת היובל Juche אידאולוגיית ג'וצ'ה Juche Tower מגדל ג'וצ'ה Jud Simons יודיק תמנס-סימונס Jud Süß היהודי זיס Jud Süß.jpeg קובץ:Susscovt.jpg Judaea Capta coinage יהודה השבויה Judaean Desert מדבר יהודה Judaean Mountains הרי יהודה Judaeo-Aragonese אראגונית יהודית Judaeo-Georgian גאורגית יהודית Judaeo-Portuguese פורטוגזית יהודית Judaeo-Romance languages שפות רומאניות יהודיות Judaeo-Spanish לאדינו Judaeo-Spanish קטגוריה:לאדינו Judaeo-Spanish-language films קטגוריה:סרטים בלאדינו Judaeo-Spanish-language singers קטגוריה:זמרים השרים בלאדינו Judaeo-Spanish-language writers קטגוריה:סופרי לאדינו Judah יהודה Judah Alkalai יהודה אלקלעי Judah Benjamin יהודה פיליפ בנימין Judah Folkman יהודה פולקמן Judah Hadassi יהודה בן אליהו הדסי Judah Halevi יהודה הלוי Judah HeHasid יהודה החסיד Judah Hiyya יהודה בריה דרבי חייא Judah II רבי יהודה נשיאה Judah III רבי יהודה נשיאה השני Judah IV רבי יהודה נשיאה השלישי Judah Leib Cahan יהודה לייב כהן Judah Leib Gordon יהודה לייב גורדון Judah Leon Abravanel יהודה אברבנאל Judah Leon Magnes יהודה לייב מאגנס Judah Leon Templo יהודה לאון טמפלו Judah Loew ben Bezalel מהר"ל מפראג Judah Meremar יהודה בר מרימר Judah Messer Leon יהודה מסר לאון Judah Minz יהודה בן אליעזר הלוי מינץ Judah Moscato יהודה מוסקאטו Judah Rosanes יהודה רוזאניס Judah Touro יהודה טורא Judah bar Ezekiel רב יהודה Judah bar Ilai רבי יהודה Judah ben Asher יהודה בן הרא"ש Judah ben Baba רבי יהודה בן בבא Judah ben Barzillai יהודה בן ברזילי הברצלוני Judah ben Bathyra רבי יהודה בן בתירא Judah ben Bava רבי יהודה בן בבא Judah ben David Hayyuj יהודה חיוג' Judah ben Ezekiel רב יהודה Judah ben Isaac Messer Leon יהודה בן יצחק מסר לאון Judah ben Nathan יהודה בן נתן Judah ben Nissim יהודה בן ניסים אבן מלכה Judah ben Samuel of Regensburg יהודה החסיד Judah ben Saul ibn Tibbon יהודה אבן תיבון Judah ben Shalom שוכר כחיל השני Judah ben Tabbai יהודה בן טבאי Judah ibn Kuraish יהודה אבן קריש Judah the Prince רבי יהודה הנשיא Judaic scholars קטגוריה:חוקרי יהדות Judaic studies קטגוריה:מדעי היהדות Judaism יהדות Judaism ספר:יהדות Judaism פורטל:יהדות Judaism קטגוריה:יהדות Judaism תבנית:יהדות Judaism and abortion יהדות והפלה מלאכותית Judaism and masturbation צניעות Judaism and science קטגוריה:תורה ומדע Judaism and sexuality מיניות ביהדות Judaism and sexuality קטגוריה:מיניות ביהדות Judaism and women קטגוריה:האישה ביהדות Judaism by country קטגוריה:יהדות התפוצות Judaism in Austria קטגוריה:יהדות אוסטריה Judaism in Bosnia and Herzegovina קטגוריה:יהדות בוסניה והרצגובינה Judaism in Hungary קטגוריה:יהדות הונגריה Judaism in Israel קטגוריה:יהדות בישראל Judaism in Mexico יהדות מקסיקו Judaism in Morocco קטגוריה:יהדות מרוקו Judaism in the Netherlands קטגוריה:יהדות הולנד Judaism stubs קטגוריה:קצרמר יהדות Judaism websites קטגוריה:אתרי אינטרנט דתיים Judaism-related controversies קטגוריה:מחלוקות ופולמוסים ביהדות Judaism/Weekly Torah portion פורטל:תנ"ך/פרשת השבוע Judas Judas Judas יהודה איש קריות Judas Iscariot יהודה איש קריות Judas Maccabeus יהודה המכבי Judas Priest ג'ודס פריסט Judas Priest קטגוריה:ג'ודס פריסט Judas of Galilee יהודה בן חזקיה Judd Apatow ג'אד אפאטו Judd Hirsch ג'אד הירש Judd Trump ג'אד טראמפ Jude ג'וד Jude Law ג'וד לאו Jude Nworuh ג'וד נוורו Jude the Apostle תדיאוס הקדוש Jude the Obscure ג'וד האלמוני Judea יהודה Judea פרובינקיה יודיאה Judea קטגוריה:יהודה Judea Pearl יהודה פרל Judea and Samaria Area מחוז יהודה ושומרון Judea and Samaria Area קטגוריה:מחוז יהודה ושומרון Judea and Samaria Area תבנית:מחוז יהודה ושומרון Judea and Samaria Division אוגדת אזור יהודה ושומרון Judean Desert מדבר יהודה Judee Sill ג'ודי סיל Judenburg יודנבורג Judenfrei יודנריין Judenrat יודנראט Judensau חזירת יהודים Judeo-Arabic languages ערבית יהודית Judeo-Arabic languages קטגוריה:ערבית יהודית Judeo-Christian המסורת היהודית-נוצרית Judeo-Christian topics קטגוריה:הפולמוס היהודי-נוצרי Judeo-Iranian languages פרסית יהודית Judeo-Iraqi Arabic עיראקית יהודית Judeo-Italian languages איטלקית יהודית Judeo-Latin לטינית יהודית Judeo-Malayalam מלאיאלאם יהודית Judeo-Marathi מרטהי יהודית Judeo-Masonic conspiracy theory תאוריית הקשר על הבונים החופשיים והיהודים Judeo-Moroccan Arabic מרוקאית יהודית Judeo-Romance languages קטגוריה:שפות רומאניות יהודיות Judeo-Tat ג'והורי Judeo-Tripolitanian Arabic טריפוליטאית יהודית Judge שופט Judge Dredd השופט דרד Judges קטגוריה:שופטים Judges תבנית:תקופת השופטים Judges by nationality קטגוריה:שופטים לפי מדינה Judges of ancient Israel קטגוריה:שופטים בתנ"ך Judges of the Supreme Court of Israel קטגוריה:שופטי בית המשפט העליון Judges of the United States courts of appeals קטגוריה:שופטי בתי המשפט הפדרליים לערעורים של ארצות הברית Judges of the United States district courts קטגוריה:שופטי בתי המשפט הפדרליים המחוזיים של ארצות הברית Judges' Trial משפט השופטים בגרמניה Judging Amy המשפט של איימי Judgment at Nuremberg משפטי נירנברג Judgment of Paris משפט פאריס Judgment of Solomon משפט שלמה Judi Brown ג'ודי בראון Judi Dench ג'ודי דנץ' Judiceratops ג'ודיצרטופס Judicial Selection Committee הוועדה לבחירת שופטים Judicial activism אקטיביזם שיפוטי Judicial interpretation פרשנות Judicial system of Japan המשפט ביפן Judiciary הרשות השופטת Judiciary of Gibraltar המשפט בגיברלטר Judiciary of Israel בתי המשפט בישראל Judit Mascó ג'ודית מסקו Judit Polgár יהודית פולגאר Judit Temes יהודית תמש Judith Judith Judith יהודית Judith יהודית בת בארי Judith Butler ג'ודית באטלר Judith Haspel יהודית דויטש-הספל Judith Light ג'ודית לייט Judith Merril ג'ודית מריל Judith Miller ג'ודית מילר Judith Resnik ג'ודית רזניק Judith Shklar ג'ודית שקלאר Judith Shuval יהודית שובל Judo ג'ודו Judo קטגוריה:ג'ודו Judo at the Summer Olympics ג'ודו במשחקים האולימפיים Judo competitions קטגוריה:תחרויות ג'ודו Judoka קטגוריה:ג'ודוקא Judoka trainers קטגוריה:מאמני ג'ודו Judy Blume ג'ודי בלום Judy Chicago ג'ודי שיקגו Judy Collins ג'ודי קולינס Judy Cornwell ג'ודי קורנוול Judy Davis ג'ודי דייוויס Judy Feld Carr ג'ודי פלד קאר Judy Garland ג'ודי גרלנד Judy Greer ג'ודי גריר Judy Grinham ג'ודי גרינהם Judy Holliday ג'ודי הולידיי Judy Parfitt ג'ודי פארפיט Judy Shalom Nir-Mozes ג'ודי שלום ניר מוזס Judy Sheindlin ג'ודית שיינדלין Judæo-Catalan קטלאנית יהודית Jug כד Jugband Blues Jugband Blues Jugend יוגנד Juggernaut ג'אגרנוט Juggling להטוטנות Juggling club קלאבים Juglans regia אגוז מלך Jugurtha יוגורתה Jugurthine War מלחמת יוגורתה Juha Sipilä יוהה סיפילה Juhani Aho יוהני אהו Juhi Chawla ג'והי צ'אולה Juho Kusti Paasikivi יוהו קוסטי פאסיקיבי Juice מיץ Juice קטגוריה:מיצים Juice Rap News Juice Rap News Juice fasting צום מיצים Juice vesicles בקבוקון מיץ Juilliard School בית הספר ג'וליארד Juilliard String Quartet רביעיית ג'וליארד Juisu2009/Orange Mobile Orange-Mobile אורנג 'נייד Jujutsu ג'ו ג'וטסו Jujuy Libertador General San Martín ליברטדור חנרל סן מרטין Jujuy Province חוחוי Jujuy Province קטגוריה:חוחוי Juke ג'וק Jukebox ג'וקבוקס Jukebox musical מחזמר להיטים Jukebox musicals קטגוריה:מחזות זמר להיטים Jukka-Pekka Saraste יוקה-פקה סאראסטה Jukums Vācietis יואכים ואצטיס Jules Arnous de Rivière ג'ול ארנו דה ריוויאר Jules Barbey d'Aurevilly ז'ול ברבה ד'אורביי Jules Bordet ז'ול בורדה Jules Boucherit ז'יל בושרי Jules Dumont d'Urville ז'ול דומון ד'אורוויל Jules Ferry ז'ול פרי Jules Gouffé ז'ול גוף Jules Guesde ז'יל גד Jules Hoffmann ז'ול הופמן Jules Maigret המפקח מגרה Jules Massenet ז'יל מאסנה Jules Michelet ז'יל מישלה Jules Olitski ז'ול אוליצקי Jules Renard ז'ול רנאר Jules Rimet ז'יל רימה Jules Verne ז'ול ורן Jules Verne ספר:ז'ול ורן Jules Verne ATV ז'ול ורן ATV Jules White ג'ולס וייט Jules and Jim ז'יל וג'ים Jules-Géraud Saliège ז'יל-ז'רו סאלייז' Juli Gonzalvo ז'ולי גונסלבו Juli Marial ז'ולי מריאל Julia Julia Julia ג'וליה Julia יוליים Julia Boutros ג'וליה בוטרוס Julia Child ג'וליה צ'יילד Julia Drusilla דרוסילה Julia Fischer יוליה פישר Julia Gardiner Tyler ג'וליה גרדינר טיילר Julia Gillard ג'וליה גילארד Julia Glushko יוליה גלושקו Julia Grant ג'וליה גרנט Julia Görges יוליה גורגס Julia Jones ג'וליה ג'ונס Julia Kristeva ז'וליה קריסטבה Julia Louis-Dreyfus ג'וליה לואי-דרייפוס Julia Margaret Cameron ג'וליה מרגרט קמרון Julia McKenzie ג'וליה מקנזי Julia Ormond ג'וליה אורמונד Julia Pierson ג'וליה פירסון Julia Roberts ג'וליה רוברטס Julia Robinson ג'וליה רובינסון Julia Sawalha ג'וליה סוואלה Julia Serano ג'וליה סרנו Julia Stiles ג'וליה סטיילס Julia the Elder יוליה אוגוסטי פיליאה Julia the Younger יוליה הצעירה Julian יוליאנוס הכופר Julian Alps האלפים היוליאניים Julian Amery ג'וליאן אמרי Julian Assange ג'וליאן אסאנג' Julian Bashir ג'וליאן באשיר Julian Baumgartlinger יוליאן באומגרטלינגר Julian Brandt יוליאן בראנדט Julian Bream ג'וליאן ברים Julian Casablancas ג'וליאן קזבלנקס Julian Castro חוליאן קסטרו Julian Chagrin ג'וליאן שגרן Julian Curry ג'וליאן קארי Julian Draxler יוליאן דראקסלר Julian Edelman ג'וליאן אדלמן Julian Fellowes ג'וליאן פלוז Julian Glover ג'וליאן גלובר Julian Green ג'וליאן גרין Julian Grobelny יוליאן גרובלני Julian Lloyd Webber ג'וליאן לויד ובר Julian Mack יוליאן מק Julian McMahon ג'וליאן מקמהון Julian Rachlin יוליאן רחלין Julian Rotter ג'וליאן רוטר Julian Sands ג'וליאן סנדס Julian Schieber יוליאן שיבר Julian Schnabel ג'וליאן שנאבל Julian Schwinger ג'וליאן שווינגר Julian Scriabin יוליאן סקריאבין Julian Thompson ג'וליאן תומפסון Julian Tuwim יוליאן טובים Julian Wadham ג'וליאן וודהאם Julian Weigl יוליאן וייגל Julian calendar הלוח היוליאני Julian de Guzman ג'וליאן דה גוזמן Julian the Hospitaller יוליאנוס העני Julian year שנה יוליאנית Juliana of the Netherlands מלכת הולנד יוליאנה Julianna Margulies ג'וליאנה מרגוליס Julianne Moore ג'וליאן מור Juliano Belletti ז'וליאנו בלטי Juliano Mer-Khamis ג'וליאנו מר Julie & Julia ג'ולי וג'וליה Julie Andrews ג'ולי אנדרוז Julie Bishop ג'ולי בישופ Julie Bowen ג'ולי בואן Julie Christie ג'ולי כריסטי Julie Delpy ז'ולי דלפי Julie Dreyfus ג'ולי דרייפוס Julie Fleeting ג'ולי פליטינג Julie Foudy ג'ולי פוודי Julie Hagerty ג'ולי הגרטי Julie Harris ג'ולי האריס Julie Hayek ג'ולי האייק Julie Kavner ג'ולי קאוונר Julie London ג'ולי לונדון Julie Powell ג'ולי פאוול Julie Sommars ג'ולי סומרס Julie Walters ג'ולי וולטרס Julien Absalon ז'וליין אבסלון Julien Escudé ג'וליאן אסקודה Julien Faubert ג'וליאן פובר Julien Green ז'וליאן גרין Julien Paul Blitz ז'וליאן פול בליץ Juliet יוליה Juliet Aubrey ג'ולייט אוברי Juliet Mills ג'ולייט מילס Juliet Stevenson ג'ולייט סטיבנסון Juliet of the Spirits ג'ולייטה של הרוחות Julieta Venegas חולייטה ונגס Juliette Binoche ז'ולייט בינוש Juliette Gréco ז'ולייט גרקו Juliette Lewis ג'ולייט לואיס Juliette Récamier ז'ולייט רקמייה Juliette de Baïracli Levy ג'ולייט דה ברקלי לוי Julio Alberto Moreno חוליו אלברטו מורנו Julio Arca חוליו ארקה Julio Cobos חוליו קובוס Julio Cortázar חוליו קורטאסר Julio César Benítez חוליו ססאר בניטס Julio César Romero רומריטו Julio César Turbay Ayala חוליו ססאר טורבאי איילה Julio González חוליו גונזאלס Julio Iglesias חוליו איגלסיאס Julio Llamazares חוליו לימסארס Julio María Sanguinetti חוליו מריה סנגינטי Julio Ricardo Cruz חוליו קרוס Julio Salinas חוליו סלינאס Julio dos Santos חוליו דוס סנטוס Julio-Claudian dynasty השושלת היוליו-קלאודית Julio-Claudian dynasty קטגוריה:השושלת היוליו-קלאודית Julis ג'וליס Julius Axelrod ג'וליוס אקסלרוד Julius Benedict יוליוס בנדיקט Julius Brutzkus יוליוס ברוצקוס Julius Caesar יוליוס קיסר Julius Caesar קטגוריה:יוליוס קיסר Julius Chan ג'וליוס צ'אן Julius Eichberg יוליוס אייכברג Julius Eisenstein יהודה דוד אייזנשטיין Julius Epstein ג'וליוס אפשטיין Julius Erving ג'וליוס ארווינג Julius Evola יוליוס אבולה Julius Friedrich Cohnheim יוליוס כהנהיים Julius Fürst יוליוס פירסט Julius Guttmann יצחק יוליוס גוטמן Julius Hirsch יוליוס הירש Julius Klengel יוליוס קלנגל Julius Leber יוליוס לבר Julius Margolin יוליוס מרגולין Julius Martov יולי מרטוב Julius Meinl יוליוס מיינל Julius Nepos יוליוס נפוס Julius Nyerere ג'וליוס נייררה Julius Nyerere International Airport נמל התעופה הבינלאומי ג'וליוס נייררה Julius Oppert יוליוס אופרט Julius Perlis יוליוס פרליס Julius Popper יוליוס פופר Julius Raab יוליוס ראב Julius Randle ג'וליוס רנדל Julius Reubke יוליוס רויבקה Julius Richard Petri יוליוס ריכרד פטרי Julius Rietz יוליוס ריץ Julius Rosenwald ג'וליוס רוזנוולד Julius Rudel יוליוס רודל Julius Röntgen יוליוס רנטגן Julius Stern יוליוס שטרן Julius Streicher יוליוס שטרייכר Julius Vogel ג'וליוס ווגל Julius Wellhausen יוליוס ולהאוזן Julius Yego ג'וליוס יגו Julius and Ethel Rosenberg יוליוס ואתל רוזנברג Julius von Grawert יוליוס פון גראוורט Juliusz Słowacki יוליוש סלובצקי July יולי July קטגוריה:יולי July 1 1 ביולי July 10 10 ביולי July 11 11 ביולי July 12 12 ביולי July 13 13 ביולי July 14 14 ביולי July 15 15 ביולי July 16 16 ביולי July 17 17 ביולי July 18 18 ביולי July 19 19 ביולי July 2 2 ביולי July 20 20 ביולי July 21 21 ביולי July 22 22 ביולי July 23 23 ביולי July 24 24 ביולי July 25 25 ביולי July 26 26 ביולי July 27 27 ביולי July 28 28 ביולי July 29 29 ביולי July 3 3 ביולי July 30 30 ביולי July 31 31 ביולי July 4 4 ביולי July 5 5 ביולי July 6 6 ביולי July 7 7 ביולי July 8 8 ביולי July 9 9 ביולי July Crisis משבר יולי July Days משבר יולי July Monarchy המונרכיה של יולי July Monarchy קטגוריה:המונרכיה של יולי July Revolt of 1927 מהומות יולי 1927 July Revolution מהפכת יולי 1830 July observances קטגוריה:אירועים בחודש יולי Jumada al-Thani ג'ומאדא א-ת'אניה Jumada al-awwal ג'ומאדא אל-אולא Jumanji ג'ומנג'י Jumblatt family משפחת ג'ונבלאט Jumblatt family קטגוריה:משפחת ג'ונבלאט Jumbo ג'מבו Jump cut ג'אמפ קאט Jumpin' Jack Flash ג'ק פלאש המקפץ Jumpin' Jellyfish מדוזות קופצות Jumping קפיצה Jumping into the World Jumping into the World Jumping spider קופצניים Jumping the shark לקפוץ את הכריש Jumpster ערוד Jumpstyle ג'אמפסטייל Jun Azumi ג'ון אזומי Jun Matsumoto ג'ון מטסומוטו Jun'ichirō Tanizaki ג'וניצ'ירו טניזאקי Junafani משתמש:Junafani Junctions in Israel קטגוריה:ישראל: צמתים ומחלפים Juncus acutus סמר חד Jundallah ג'ונדאללה June יוני June קטגוריה:יוני June 1 1 ביוני June 10 10 ביוני June 11 11 ביוני June 12 12 ביוני June 13 13 ביוני June 14 14 ביוני June 15 15 ביוני June 16 16 ביוני June 17 17 ביוני June 18 18 ביוני June 19 19 ביוני June 1990 Mineriad המינריאדה של יוני 1990 June 2 2 ביוני June 20 20 ביוני June 2015 Turkish general election הבחירות הכלליות בטורקיה June 2016 Tel Aviv shooting פיגוע הירי במתחם שרונה June 21 21 ביוני June 22 22 ביוני June 23 23 ביוני June 24 24 ביוני June 25 25 ביוני June 26 26 ביוני June 27 27 ביוני June 28 28 ביוני June 29 29 ביוני June 3 3 ביוני June 30 30 ביוני June 4 4 ביוני June 5 5 ביוני June 6 6 ביוני June 7 7 ביוני June 8 8 ביוני June 9 9 ביוני June Allyson ג'ון אליסון June Bootids בוטידים June Carter Cash ג'ון קרטר קאש June Ravenhall ג'ון רייוונהול June Rebellion המרד הרפובליקני בפאריס של יוני 1832 June Squibb ג'ון סקוויב June observances קטגוריה:אירועים בחודש יוני Jung Chang רונג ג'אנג Jungermanniopsida יונגרמנאים Jungfernhof concentration camp יונגפרנהוף Jungfrau יונגפראו Junghans יונגהנס Jungian archetypes ארכיטיפ Jungian archetypes קטגוריה:ארכיטיפים Jungle Book Shōnen Mowgli מספורי ספר הג'ונגל Jungle Cruise מסע בג'ונגל Jungle Cubs גורי הג'ונגל Jungle Island אי הג'ונגל Jungle Speed ג'ונגל ספיד Jungle bush quail שליו בוש הג'ונגל Jungle cat חתול ביצות Junglefowl תרנגול Junichirō Koizumi ג'וניצ'ירו קואיזומי Junimea ז'ונימיה Juninho Pernambucano ז'וניניו Junio Valerio Borghese יוניו ולריו בורגזה Junior ערוץ ג'וניור Junior Achievement יזמים צעירים Junior Agogo ג'וניור אגוגו Junior Eurovision Song Contest אירוויזיון הילדים Junior Eurovision Song Contest קטגוריה:אירוויזיון הילדים Junior Eurovision Song Contest 2008 אירוויזיון הילדים 2008 Junior Eurovision Song Contest 2009 אירוויזיון הילדים 2009 Junior Eurovision Song Contest 2010 אירוויזיון הילדים 2010 Junior Eurovision Song Contest 2011 אירוויזיון הילדים 2011 Junior Eurovision Song Contest 2012 אירוויזיון הילדים 2012 Junior Eurovision Song Contest 2013 אירוויזיון הילדים 2013 Junior Eurovision Song Contest 2014 אירוויזיון הילדים 2014 Junior Eurovision Song Contest 2015 אירוויזיון הילדים 2015 Junior Eurovision Song Contest 2016 אירוויזיון הילדים 2016 Junior Hockey League MHL Junior Malanda ג'וניור מלאנדה Junior Viza ג'וניור ויסה Junior Wells ג'וניור ולס Junip Junip Juniper ערער Juniperus drupacea ערער גלעיני Juniperus excelsa ערער ברושי Juniperus oxycedrus ערער ארזי Junirullah/sandbox משתמש:Junirullah Junk ג'ונקה Junk food ג'אנק פוד Junker יונקרים Junkers יונקרס Junkers Ju 287 יונקרס Ju 287 Junkers Ju 290 יונקרס Ju 290 Junkers Ju 52 יונקרס Ju 52 Junkers Ju 86 יונקרס Ju 86 Junkers Ju 87 יונקרס Ju 87 Junkers Ju 88 יונקרס Ju 88 Junkers Ju 90 יונקרס Ju 90 Junkie XL Junkie XL Juno ג'ונו Juno יונו Juno II ג'ונו 2 Juno Reactor Juno Reactor Juno Temple ג'ונו טמפל Junot Díaz ג'ונוט דיאס Junpei Takiguchi ג'ונפיי טאקיגוצ'י Junta חונטה Juozas Ambrazevičius יואזאס אמברזוויצ'וס-ברזאיטיס Jupiter יופיטר Jupiter צדק Jupiter קטגוריה:צדק Jupiter Ascending עלייתה של ג'ופיטר Jupiter LI S/2010 J 1 Jupiter LII S/2010 J 2 Jupiter mass מסת צדק Jupp Derwall יופ דרוול Jupp Heynckes יופ היינקס Jupp Kapellmann יופ קאפלמן Jura ז'ורה Jura Elektroapparate יורה Jura Mountains הרי היורה Jura Soyfer יורה זויפר Juraj Dobrila University of Pula אוניברסיטת פולה Juraj Kucka יוראי קוצקה Jurassic יורה Jurassic קטגוריה:יורה Jurassic Coast חוף היורה Jurassic Park פארק היורה Jurassic Park קטגוריה:פארק היורה Jurassic Park III פארק היורה 3 Jurassic Park films קטגוריה:סרטי פארק היורה Jurassic Park: The Game פארק היורה: המשחק Jurassic World עולם היורה Jurassic dinosaurs קטגוריה:דינוזאורים שחיו ביורה Jurbarkas יורבורג Jurbarkas District Municipality יורבורג Jure Francetić יורה פראנצטיץ' Jurek Becker יורק בקר Jurica Buljat יוריצה בולייאט Jurica Vranješ יוריצה ורנייש Jurisdiction תחום שיפוט Jurists קטגוריה:משפטנים Jurists by nationality קטגוריה:משפטנים לפי מדינה Juruena River ז'ורוונה Juruá River ז'ורואה Jury חבר מושבעים Jury nullification איון על ידי מושבעים Jus exclusivae Jus exclusivae Jus sanguinis דין הדם Jus soli דין הקרקע Juscelino Kubitschek ז'וסלינו קוביצ'ק Jushur נגושור Jusjih משתמש:Jusjih Jusmine משתמש:Jusmine Jussi Björling יוסי ביירלינג Jussi Jääskeläinen יוסי יאסקלאינן Jussie Smollett ג'סי סמולט Just Be Free Just Be Free Just Blaze ג'אסט בלייז Just Dance Just Dance Just Dance 4 Just Dance 4 Just Fontaine ז'יסט פונטיין Just Go with It לזרום עם זה Just Jordan ג'ורדן וזהו Just Like a Pill Just like a Pill Just Married ירח דבש מטורף Just My Luck אני והמזל שלי Just One Look דיו חיוור Just Shoot Me! תהרוג אותי וזהו Just So Stories סיפורי ככה סתם Just for Laughs Just for Laughs Just for Laughs: Gags קטעים איתכם Just the Way You Are Just the Way You Are Justa and Rufina חוסטה ורופינה JustbeBPMF/Empire State Building בניין אמפייר סטייט Justice ג'אסטיס Justice צדק Justice League ליגת הצדק Justice League Dark ליגת הצדק האפל Justice Party מפלגת הצדק Justice Society of America חברת הצדק של אמריקה Justice and Development Party מפלגת הצדק והפיתוח Justice deities קטגוריה:אלילי צדק Justice for the Elderly צדק לזקן Justice goddesses קטגוריה:אלות צדק Justice ministers קטגוריה:שרי משפטים Justice ministers of Greece קטגוריה:שרי המשפטים של יוון Justice ministers of Poland קטגוריה:שרי המשפטים של פולין Justice ministers of Russia קטגוריה:שרי המשפטים של רוסיה Justice ministers of South Africa קטגוריה:שרי המשפטים של דרום אפריקה Justice ministries קטגוריה:משרדי משפטים Justiciability שפיטות Justicialist Party המפלגה החוסטיסיאליסטית Justified Justified Justified צדק פרטי Justin Amash ג'סטין עמאש Justin Baldoni ג'סטין בלדוני Justin Bartha ג'סטין ברת'ה Justin Bieber ג'סטין ביבר Justin Bieber קטגוריה:ג'סטין ביבר Justin Bieber תבנית:ג'סטין ביבר Justin Chambers ג'סטין צ'יימברס Justin Chatwin ג'סטין צ'טווין Justin Dentmon ג'סטין דנטמון Justin Fashanu ג'סטין פשנו Justin Gatlin ג'סטין גטלין Justin Godart ז'וסטן גודאר Justin Hammer ג'סטין האמר Justin Hartley ג'סטין הארטלי Justin Henry ג'סטין הנרי Justin I קיסר האימפריה הביזנטית יוסטיניוס הראשון Justin II יוסטינוס השני Justin Kirk ג'סטין קירק Justin Long ג'סטין לונג Justin Martyr יוסטינוס מרטיר Justin Theroux ג'סטין ת'רו Justin Timberlake ג'סטין טימברלייק Justin Timberlake קטגוריה:ג'סטין טימברלייק Justin Timberlake תבנית:ג'סטין טימברלייק Justin Timberlake discography דיסקוגרפיה של ג'סטין טימברלייק Justin Timberlake songs קטגוריה:שירי ג'סטין טימברלייק Justin Trudeau ג'סטין טרודו Justin Verlander ג'סטין ורלנדר Justin.tv Justin.tv JustinTime55/sandbox/Kennedy Space Center מרכז החלל קנדי JustinTime55/sandbox/N1 N-1 JustinTime55/sandbox/Spacecraft חללית Justine Henin ז'וסטין הנין Justine Waddell ג'סטין ואדל Justinian יוסטיניאנוס Justinian I קיסר האימפריה הביזנטית יוסטיניאנוס הראשון Justinian II קיסר האימפריה הביזנטית יוסטיניאנוס השני Justintel משתמש:Justintel Justise Winslow ג'סטיס וינסלו Justo José de Urquiza חוסטו חוסה דה אורקיסה Justo Tejada חוסטו טחדה Justo Villar חוסטו ויאר Justs Sirmais יוסטס סירמאיס Justthefacts1/Sandbox קדחת דנגי Justus Frantz יוסטוס פראנץ Justus Lipsius יוסטוס ליפסיוס Justus of Tiberias יוסטוס איש טבריה Justus of Trieste יוסטוס הקדוש מטריאסטה Justus van Egmont יוסטוס ואן אחמונט Justus von Liebig יוסטוס פון ליביג Jute יוטה Jutes יוטים Jutland יוטלנד Juttah יוטה Juvecaserta Basket יובקזרטה באסקט Juvecaserta Basket players קטגוריה:כדורסלני יובקזרטה באסקט Juvenal יובנאליס Juvenile court בית משפט לנוער Juvenile delinquency עבריינות נוער Juvenile myoclonic epilepsy אפילפסיה מיוקלונית של גיל הנעורים Juventus F.C. יובנטוס Juventus F.C. קטגוריה:יובנטוס Juventus F.C. managers קטגוריה:מאמני יובנטוס Juventus F.C. players קטגוריה:כדורגלני יובנטוס Juventus Stadium אצטדיון יובנטוס Juviles חובילס Juwan Howard ג'וואן הווארד Juwon Oshaniwa ג'ואון אושאניווה Jvari מנזר הצלב Jvdude20 תבנית:משתמש דור ה-X Jyllands-Posten יילנדס פוסטן Jyllands-Posten Muhammad cartoons controversy פרשת קריקטורות מוחמד Jymie Merritt ג'יימי מריט Jyrki Katainen ירקי קאטאינן Jyväskylä ייבסקילה Ján Figeľ ז'אן פיגל Ján Greguš יאן גרגוש Ján Kollár יאן קולאר Ján Mucha יאן מוחה János Arany יאנוש אראן János Balogh יאנוש בלוג János Bolyai יאנוש בויאי János Damjanich יאנוש דמיאניץ' János Fürst יאנוש פירסט János Garay יאנוש גאראי János Kádár יאנוש קאדאר János Pilinszky יאנוש פילינסקי János Starker יאנוש סטארקר János Áder יאנוש אדר Jára Cimrman יארה צימרמן Jász-Nagykun-Szolnok County יאס-נאג'קון-סולנוק Jászberény יאסברני Jászberényi KSE פורטרס יסברני Jászladány יאסלדאן Jânio Quadros ז'אניו קואדרוס Jäger יגר Jäger Report דו"ח יגר Jägermeister יגרמייסטר Jämtland County ימטלנד Järva County יארבה Jérusalem ירושלים Jérémie ז'רמי Jérémy Mathieu ז'רמי מתייה Jérémy Morel ז'רמי מורל Jérémy Ménez ג'רמי מנז Jérémy Toulalan ג'רמי טולאלאן Jérôme Boateng ג'רום בואטנג Jérôme Bonaparte ז'רום בונפרטה Jérôme Leroy ז'רום לרואה Jérôme Moïso ג'רום מוייסו Jóhann Berg Guðmundsson יוהאן גודמונדסון Jóhanna Guðrún Jónsdóttir יוהאנה Jóhanna Sigurðardóttir יוהנה סיגורדרדוטיר Jón Gnarr יון גנאר Jónsi יונסי Józef Beck יוזף בק Józef Gołuchowski יוזף גולוחובסקי Józef Hen יוזף הן Józef Lejtes יוסף לייטס Józef Milik ז'וזף מיליק Józef Piłsudski יוזף פילסודסקי Józef Poniatowski יוזף פוניאטובסקי Józef Sandel יוסף סנדל Józef and Wiktoria Ulma יוזף וויקטוריה אולמה Józef Żabiński יוסף זבינסקי Józefów יוזפוב Józefów nad Wisłą יוזפוב על נהר ויסלה József Antall יוז'ף אנטל József Braun יוז'ף בראון József Eötvös יוז'ף אטווש József Munk יוז'ף מונק József Szabó יוזף סאבו József Szén יוז'ף סן Jô ז'ו Jõgeva ייגבה Jõgeva County ייגבה Jökulhlaup מרוצת קרחון Jökulsá á Fjöllum יוקולסאו אאו פיולום Jönköping County מחוז ינשפינג Jöns Jacob Berzelius ינס יאקוב ברצליוס Jörg Böhme יורג בומה Jörg Demus ירג דמוס Jörg Haider ירג היידר Jörg Heinrich יורג היינריך Jörg Hoffmann ירג הופמן Jörg Roßkopf ירג רוסקופף Jörg Woithe ירג ווייתה Jörmungandr יורמנגנד JøMa משתמש:JøMa Jørgen Alexander Knudtzon יורגן אלכסנדר קנודטזון Jørgen Jørgensen ירגן ירגנסן Jørgen Kieler יורגן קילר Jørgen Møller יורגן מולר Jørgen Stubberud יורגן סטוברוד Jørn Utzon ירן אוטזון Júlia Várady יוליה ואראדי Júlio Baptista ז'וליו בפטיסטה Júlio César ז'וליו סזאר Júlio Prestes ז'וליו פרסטס Júnior Caiçara ג'וניור קאייסרה Júnior Díaz ג'וניור דיאס Jü User:Jü Jüdenstraße יודנשטרסה Jürgen Colin יורגן קולין Jürgen Croy יורגן קרוי Jürgen Grabowski יורגן גרבובסקי Jürgen Habermas יורגן האברמאס Jürgen Klinsmann יורגן קלינסמן Jürgen Klopp יורגן קלופ Jürgen Kohler יורגן קולר Jürgen Kurths יורגן קורץ Jürgen Melzer יורגן מלצר Jürgen Pahl יורגן פהל Jürgen Pommerenke יורגן פומרנקה Jürgen Schult יורגן שולט Jürgen Sparwasser יורגן שפארווסר Jürgen Stroop יירגן שטרופ Jānis Lipke יאניס ליפקה Jānis Lūsis יאניס לוסיס Jāti ג'אטי Jāņi ליגווה Jēkabpils יקבפילס Jędrzej Moraczewski ידז'יי מורצ'בסקי Jędrzejów ינדז'יוב Jō ג'ו Jōmon period קטגוריה:תקופת ג'ומון Jōmon period תקופת ג'ומון Jūrmala יורמלה K K K computer מחשב K K'Nex קונקס K'naan קיינאן K's Choice קייס צ'ויס K-1 K-1 K-13 וימפל K-13 K-19: The Widowmaker קיי-19 K-PAX קיי-פקס K-d tree עץ kd K-means clustering אלגוריתם k-מרכזים K-nearest neighbors algorithm אלגוריתם שכן קרוב K-pop קטגוריה:קיי-פופ K-pop קיי-פופ K-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג K K. Alex Müller אלכסנדר מולר K. Applegate ק.א. אפלגייט K. C. Creswell קפל ארצ'יבלד קרסוול K. Jeter קווין ג'טר K. Jones קיי סי ג'ונס K. Lierse S.K. players קטגוריה:כדורגלני ליארסה K. Narayanan ק. נאראיאנאן K. Sint-Truidense V.V. players קטגוריה:כדורגלני סנט טרוידן K.A.A. Gent גנט K.A.A. Gent players קטגוריה:כדורגלני גנט K.C. Undercover קייסי אנדרקאבר K.R.C. Genk ראסינג גנק K.R.C. Genk players קטגוריה:כדורגלני גנק K.S.C. Lokeren Oost-Vlaanderen לוקרן K.S.C. Lokeren Oost-Vlaanderen players קטגוריה:כדורגלני לוקרן K.S.K. Beveren בוורן K.S.K. Beveren players קטגוריה:כדורגלני בוורן K.S.V. Roeselare players קטגוריה:כדורגלני רוסלארה K.V. Kortrijk קורטרייק K.V. Kortrijk players קטגוריה:כדורגלני קורטרייק K.V. Oostende אוסטנדה K.V. Oostende players קטגוריה:כדורגלני אוסטנדה K.V.C. Westerlo וסטרלו K.V.C. Westerlo players קטגוריה:כדורגלני וסטרלו K.d. lang קיי די לאנג K1 K-1 K2 K2 K9 Web Protection K9 Web Protection KAF כף KAI T-50 Golden Eagle KAI T-50 גולדן איגל KAPAP קרב פנים אל פנים KB Peja קייבי פיה KD Avia ק.ד. אוויה KD Slovan סלובן לובליאנה KDE KDE KDE קטגוריה:KDE KF Skënderbeu Korçë סקנדרבו קורצ'ה KF Skënderbeu Korçë players קטגוריה:כדורגלני סקנדרבו קורצ'ה KF Teuta Durrës טאוטה דורס KF Tirana קיי אף טירנה KF Tirana players קטגוריה:כדורגלני קיי אף טירנה KFC KFC KFC Uerdingen 05 אורדינגן 05 KFC Uerdingen 05 players קטגוריה:כדורגלני אורדינגן 05 KGB ק.ג.ב. KGB קטגוריה:ק.ג.ב. KGB Archiver KGB Archiver KH-2002 ח'ייבר KH2002 KHL Junior Draft דראפט ה-KHL KIC 8462852 KIC 8462852 KIF Örebro DFF ארברו KISS principle KISS KK Borac Banja Luka בוראץ נקטר KK Bosna Royal בוסנה סרייבו KK Budućnost Podgorica בודוצ'נוסט פודגוריצה KK Budućnost Podgorica players קטגוריה:כדורסלני בודוצ'נוסט פודגוריצה KK Cedevita צדביטה זאגרב KK Cedevita players קטגוריה:כדורסלני צדביטה זאגרב KK Cibona ציבונה זאגרב KK Cibona players קטגוריה:כדורסלני ציבונה זאגרב KK Crvena zvezda הכוכב האדום בלגרד KK Crvena zvezda players קטגוריה:כדורסלני הכוכב האדום בלגרד KK Domžale הליוס דומז'אלה KK Dubrava דוברבה זאגרב KK FMP ז'לזניק בלגרד KK Feni Industries פני אינדוסטריס KK ILR Železnik ז'לזניק בלגרד KK Igokea איגוקאה KK Kožuv קוז'וב גבגליה KK Krka קרקה נובו מסטו KK Kumanovo קומנובו 2009 KK Kvarner קוורנר רייקה KK Lovćen לובצ'ן צטיניה KK MZT Skopje מזט סקופיה KK Mega Basket מגה לקס KK Mega Vizura players קטגוריה:כדורסלני מגה לקס KK Metalac Valjevo מטאלץ ולייבו KK Mornar Bar מורנר בר KK Napredak Kruševac נפרדק רובין KK Olimpija אולימפיה ליובליאנה KK Partizan פרטיזן בלגרד KK Partizan players קטגוריה:כדורסלני פרטיזן בלגרד KK Pelister פליסטר ביטולה KK Proleter Zrenjanin פרולטר זרניאנין KK Rabotnički רבוטניצ'קי סקופיה KK Radnički Kragujevac רדניצ'קי קרגוייבץ KK Slavonski Brod סבטלוסט ברוד KK Sloboda Tuzla סלובודה דיטה KK Sonik-Puntamika בוריק זאדאר KK Split ק.ק ספליט KK Sutjeska סוטייסקה ניקשיץ' KK Torus טורוס סקופיה KK Ulcinj ריביירה אולצין KK Union Olimpija players קטגוריה:כדורסלני אולימפיה לובליאנה KK Vojvodina Srbijagas וויבודינה נובי סאד KK Vršac המופארם ורשאץ KK Zadar מועדון הכדורסל זאדאר KK Zagreb מועדון הכדורסל זאגרב KK Zlatorog Laško זלטורוג לאשקו KK Šibenik שיבנקה שיבניק KLM KLM KLM Cityhopper KLM Cityhopper KM Km KN-08 KN-08 KNVB Cup הגביע ההולנדי KOH test קלקופלור KOM קום KOffice KOffice KPMG KPMG KR Kr KREEP KREEP KRS-One KRS-One KS Cracovia קרקוביה קרקוב KS Cracovia players קטגוריה:כדורגלני קרקוביה קרקוב KSR-2 KSR-2 קלט KT Tunstall קיי.טי. טאנסטול KTM KTM KTP-Basket קוטקה באסקט KTrimble/Sandbox/Real Estate Appraisal Sandbox שמאות מקרקעין KV Mechelen מכלן KV Mechelen players קטגוריה:כדורגלני מכלן KV55 קבר KV55 KVN ק.ו.ן KW Sagittarii KW בקשת KWin KWin KY Cygni KY בברבור Ka К Ka Yaffa/Sandbox עג'מי Ka icon תבנית:גאורגית Ka'abiyye-Tabbash-Hajajre כעביה-טבאש-חג'אג'רה Ka'b ibn al-Ashraf כעב אבן אלאשרף KaBlam! קאבלאם! KaNgwane קאנגוואנה Kaa קא Kaaba כעבה Kaafu Atoll אטול קאפו Kaarma Parish קארמה Kababir כבאביר Kabaka of Buganda קבקה Kabale קבאלה Kabane קאבאנה Kabanos קבנוס Kabar קאבארים Kabarda horse סוס קברדיני Kabardian language קברדינית Kabardians קברדינים Kabardino-Balkaria קברדינו-בלקריה Kabardino-Balkaria קטגוריה:קברדינו-בלקריה Kabataş–Taksim funicular פוניקולר קבאטש-טקסים Kabbalah קבלה Kabbalah קטגוריה:קבלה Kabbalah תבנית:קבלה Kabbalists קטגוריה:רבנים מקובלים Kabel כבל Kaboom קאבום Kabosy קאבוסי Kabuki קבוקי Kabul כבול Kabul קאבול Kabylie קביליה Kach and Kahane Chai כך Kadarim קדרים Kadavu Island קאנדאבו Kaddish קדיש Kaddouri כדורי Kademlia קדמליה Kadesh קדש Kadesh קדש ברנע Kadhimiya כאזמיה Kadia Molodowsky קדיה מולודובסקי Kadim כדים Kadima קדימה Kadima politicians קטגוריה:פעילי מפלגת קדימה Kadimah קדימה Kadish Luz קדיש לוז Kadisha Valley עמק קדישה Kadita כדיתה Kadoorie Agricultural High School בית הספר החקלאי כדורי Kadoorie Institute מכון כדורי בטולכרם Kadoorie Synagogue בית הכנסת כדורי Kadriorg קאדריורג Kaduna קדונה Kadıköy קדיקוי Kaechon internment camp מחנה מאסר קאצ'ון Kaeng Krachan National Park הפארק הלאומי קאנג קרצ'ן Kaesong Industrial Region אזור התעשייה קסונג Kaf Hachayim כף החיים Kafes קפס Kaffa קאפה Kaffa Province מחוז קאפה Kaffeklubben Island קאפקלובן Kafka קפקא Kafka on the Shore קפקא על החוף Kafr 'Ana כפר עאנה Kafr 'Aqab כפר עקב Kafr Bara כפר ברא Kafr Bir'im כפר בירעם Kafr Dan כפר דאן Kafr Kanna כפר כנא Kafr Lam כפר לאם Kafr Manda כפר מנדא Kafr Misr כפר מצר Kafr Qaddum כפר קדום Kafr Qara כפר קרע Kafr Qasim כפר קאסם Kafr Qasim massacre טבח כפר קאסם Kafr Ra'i כפר ראעי Kafr Rumman כפר רמאן Kafr Thulth כפר ת'ולת' Kafr Yasif כפר יאסיף Kaftan כפתן מרוקאי Kafū Nagai קאפו נאגאי Kagan כגן Kagan קגן Kaganovich כהנוביץ Kagawa Prefecture קאגווה Kagoshima קגושימה Kagoshima Prefecture קגושימה Kagoshima Prefecture קטגוריה:קגושימה Kagu קגו Kagyu קאג'יו Kahal כחל Kahal Shalom Synagogue בית כנסת קהל שלום Kahal Zur Israel Synagogue בית הכנסת קהל צור ישראל Kahan Commission ועדת כהן Kahane כהנא Kahant קטגוריה:כהני ביתא ישראל Kahen כהן Kahless קיילאס Kahlil Gibran ג'ובראן ח'ליל ג'ובראן Kahlo קאלו Kahloon כחלון Kahlúa קלואה Kahn קאהן Kahneman כהנמן Kahoolawe קאהולאווה Kahoot! Kahoot! Kahramanmaraş קהרמאנמרש Kahrizak detention center קהריזאק Kahurangi National Park הפארק הלאומי קהורנג'י Kahuzi-Biéga National Park הפארק הלאומי קהוזי-בייגה Kai Siegbahn קאי סיגבאן Kai Tak Airport נמל התעופה קאי טאק Kaia Kanepi קאיה קאנפי Kaibab Limestone אבן גיר קאיבאב Kaibab Plateau רמת קאיבאב Kaifeng קאיפנג Kaifeng Jews יהדות קאיפנג Kaiger משתמש:Kaiger Kaijiangosaurus קאיג'יאנגוזאור Kaiju קאייג'ו Kaikhosro of Kartli הוואלי של כארתלי כאיחוסרו Kailash Satyarthi קאילש סאטיארת'י Kaimingjie germ weapon attack התקיפה בנשק ביולוגי על נינגבו Kaine קיין Kainuu קאניו Kairouan קירואן Kairouan Governorate קירואן Kais Nashef קאיס נאשף Kaisar-i-Hind Medal מדליית קאיזר אי הינד Kaiser קייזר Kaiser Chiefs קייזר צ'יפס Kaiser Permanente קייזר פרמננטה Kaiser Wilhelm II Land ארץ קייזר וילהלם השני Kaiser Wilhelm Memorial Church כנסיית הזיכרון על שם הקייזר וילהלם Kaiser window חלון קייזר Kaiser-class battleship אוניות המערכה מסדרת קייזר Kaiseregg קייזראג Kaiserschmarrn קייזרשמרן Kaiserslautern קייזרסלאוטרן Kaiserwald concentration camp קייזרוואלד Kaizen קאיזן Kaizer Chiefs F.C. קייזר צ'יפס Kaizer Chiefs F.C. players קטגוריה:כדורגלני קייזר צ'יפס Kaišiadorys District Municipality קישיאדוריס Kajaani קאיאני Kajagoogoo קג'גוגו Kajol קאג'ול Kajsa Bergqvist קייסה ברגקוויסט Kajto Kajto Kakadu National Park הפארק הלאומי קקדו Kakapo קאקאפו Kakha Baindurashvili קאחה באינדוראשווילי Kakha Kaladze קאחה קאלדזה Kakhaberidze בית קחברידזה Kakheti קאחתי Kakheti קטגוריה:קאחתי Kakhet–Khevsureti Rebellion מרד קאחתי-חבסורתי Kakuei Tanaka קקואיי טנאקה Kakun משתמש:קקון Kakure Kirishitan קקורה קירישיטן Kakuro קאקורו Kakutsa Cholokashvili ככוצה צ'ולוק'שווילי Kaká קאקה Kal Penn קאל פן Kal-El משתמש:Kal-El Kalahari Desert קלהארי Kalai קלעי Kalam כלאם Kalamata קלמטה Kalamata olive זית קלמטה Kalamatianos קלמאטיאנוס Kalamos קאלאמוס Kalanchoe ניצנית Kalanchoe blossfeldiana ניצנית פורחת Kalandia קלנדיה Kalangala District קלנגלה Kalanit כלנית Kalaniyot כלניות Kalashnikov קלשניקוב Kalavryta קלבריטה Kaldari/Emma Goldman אמה גולדמן Kaldor–Hicks efficiency יעילות קלדור-היקס Kale כרוב על Kale קאלה Kaleb of Axum קיסר אקסום כלב Kaleidoscope קליידוסקופ Kalema of Buganda קלמה ראשיד Kalevala קאלוואלה Kaley Cuoco קיילי קווקו Kalgoorlie קלגורלי Kali קאלי Kali Linux קלי Kali River Rapids אשדות נהר קאלי Kalimantan קלימנטן Kalimavkion קמילבקה Kalina Krumova קלינה קרומובה Kaliningrad קלינינגרד Kaliningrad Oblast קלינינגרד Kaliningrad Oblast Gusev גוסב Kaliningrad Oblast Sovetsk סובטסק Kaliningrad Oblast Svetlogorsk סבטלוגורסק Kalinka קלינקה Kaliopi קליופי Kalisz קאליש Kaliv חסידות קאליב Kalka–Shimla Railway מסילת קאלקה-שימלה Kalkot Mataskelekele קלקוט מטסקלקלה Kallah ירחי כלה Kallichore קליקורה Kallithea monument אנדרטת קליתאה Kallmann syndrome תסמונת קלמן Kalman Kahana קלמן כהנא Kalman Liebskind קלמן ליבסקינד Kalman filter מסנן קלמן Kalmar קלמר Kalmar FF players קטגוריה:כדורגלני קאלמאר Kalmar Union איחוד קאלמאר Kalmi Baruh קאלמי ברוך Kalmius קלמיוס Kalmunai קאלמונאי Kalmykia קלמיקיה Kalomira קאלומירה Kalonimus Wolf Wissotzky קלונימוס זאב ויסוצקי Kalonymos family משפחת קלונימוס Kalonymus Kalman Epstein קלונימוס קלמן הלוי מקרקא Kalonymus Kalman Shapira קלונימוס קלמיש שפירא Kalonymus ben Kalonymus קלונימוס בן קלונימוס Kalonymus ben Meshullam קלונימוס בן משולם Kaloyan of Bulgaria קיסר בולגריה קאלויאן Kalpak קלפאק Kalpana Chawla קלפנה צ'אולה Kalsoy קאלסוי Kaltura קלטורה Kalu Rinpoche קאלו רינפוצ'ה Kaluga קלוגה Kaluga Oblast קלוגה Kalundborg Eco-industrial Park הפארק האקו-תעשייתי קלנבורג Kalusha Bwalya קלושה בוואליה Kaluza–Klein theory תאוריית קלוצה-קליין Kalvarija Municipality קלווריה Kalverstraat קלוורסטראט Kalwaria Zebrzydowska קלוואריה זבז'ידובסקה Kalwaria Zebrzydowska park המתחם הדתי בקלוואריה זבז'ידובסקה Kalya קליה Kalyke קליקה Kalymnos קלימנוס Kama River קאמה Kama Sutra קאמה סוטרה Kama tank school בית הספר לטנקים בקאזאן Kamajai קמיאי Kamakura period תקופת קאמאקורה Kamal Ganzouri כמאל גנזורי Kamal Ghanaja כמאל רנאג'ה Kamal Jumblatt כמאל ג'ונבלאט Kamal Nasser כמאל נאצר Kamal Osama Elgazzar משתמש:Kamal Osama Elgazzar Kamal Soni בנק Kamala Harris קמלה האריס Kamancheh קמנצ'ה Kamanneh כמאנה Kamara קמארה Kamatz קמץ Kamaz קאמאז Kamchatka קמצ'טקה Kamchatka Krai קמצ'טקה Kamchatka Peninsula קמצ'טקה Kamchatka Strait מצר קמצ'טקה Kamehameha I קמחאמחה הראשון Kamehameha II קמחאמחה השני Kamehameha III קמחאמחה השלישי Kamehameha IV קמחאמחה הרביעי Kamehameha V קמחאמחה החמישי Kameiros קמירוס Kamelot קמלוט Kamenev קמנייב Kamerun Campaign כיבוש קמרון Kami קאמי Kamianets-Podilskyi קמניץ-פודולסקי Kamianets-Podilskyi massacre הטבח בקמניץ-פודולסקי Kamianka-Buzka קאמיאנקה בוזקה Kamianske קמיאנסקה Kamid al lawz כאמד א-לוז Kamienna Góra קאמיינה גורה Kamieńsk קאמיינסק Kamikaze קמיקזה Kamil Agalarov קאמיל אגאלרוב Kamil Grosicki קמיל גרוסיצקי Kamil Husayn Effendi כאמיל חוסיין אפנדי Kamil Stoch קמיל סטוך Kamil al-Husayni כאמל אל-חוסייני Kamin-Kashyrskyi קאמין-קושירסקי Kaminer קמינר Kaminsky קמינסקי Kamio Mitsuomi מיצואומי קאמיו Kamiza קאמיזה Kamloops קאמלופס Kamm קם Kamo קאמו Kamoha כמוך - הומואים דתיים אורתודוקסים Kamov קמוב Kamov Ka-226 קמוב Ka-226 Kamov Ka-50 קמוב Ka-50 Kamov Ka-60 קמוב Ka-60 Kampala קמפלה Kampfgeschwader 200 כנף הפצצה 200 Kamphaeng Phet Historical Park קמפהנג פט Kamran Diba קמראן דיבה Kamsa and Bar Kamsa קמצא ובר קמצא Kamyar Abdi כאמיאר עבדי Kamyenyets קמניץ Kan קאן Kanab Plateau רמת קנאב Kanaf כנף Kanafeh כנאפה Kanagawa Kawasaki קווסאקי Kanagawa Prefecture קנאגווה Kanagawa Yokosuka יוקוסוקה Kanak people קנאק Kanako Watanabe קנקו וטנבה Kanan Makiya כנעאן מקייה Kanazawa קנאזווה Kanał קנל Kanban קנבן Kanbun קאנבון Kanchanaburi קנצ'נבורי Kanchanaburi War Cemetery בית הקברות הצבאי קנצ'נבורי Kandahar ליקוי חמה בקנדהאר Kandahar קנדהאר Kandalanu כנדלנו Kander קנדר Kander Neve קנדר Kandinsky קנדינסקי Kandy קאנדי Kandy קטגוריה:קאנדי Kane גלן ג'ייקובס Kane Basin אגן קיין Kanesue עריכת משתמש:Kanesue Kang the Conqueror קאנג הכובש Kangaroo Island קנגורו Kangaroo Island emu אמו אי הקנגורו Kangaroopower/workshop 39 רמזים Kangchenjunga קנצ'נג'נגה Kangxi Emperor קאנגשי Kanievsky קנייבסקי Kaniv קניב Kanji קאנג'י Kanji Ishiwara אישיווארה קנג'י Kanmon Straits מצר קנמון Kannada קאנדה Kannot כנות Kano קאנו Kano קנו Kanonenjagdpanzer קנונניאגדפנצר Kanpur קאנפור Kansai International Airport נמל התעופה הבינלאומי של קנסאי Kansai region קנסאי Kansas Kansas Kansas קטגוריה:קנזס Kansas קנזס Kansas Bear/Ottoman Interregnum תקופת בין המלכים Kansas City Chiefs קנזס סיטי צ'יפס Kansas City Royals קנזס סיטי רויאלס Kansas City Wizards players קטגוריה:כדורגלני קנזס סיטי ויזרדס Kansas City metropolitan area המטרופולין של קנזס סיטי Kansas Jayhawks men's basketball players קטגוריה:כדורסלני אוניברסיטת קנזס Kansas State Wildcats men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של קנזס Kansas Topeka טופיקה Kansas Wichita ויצ'יטה Kansas–Nebraska Act חוק קנזס נברסקה Kant קנט Kant's antinomies אנטינומיה Kantarō Suzuki קנטרו סוזוקי Kantele קנטלה Kanton קנטון Kanton Island קנטון Kantor קנטור Kantorowicz קנטרוביץ Kantō region קאנטו Kanye West קניה וסט Kanye West תבנית:קניה וסט Kanye West albums קטגוריה:אלבומי קניה וסט Kanye West songs קטגוריה:שירי קניה וסט Kanzashi מקל שיער Kanō Jigorō ג'יגורו קאנו Kao קאו Kaohsiung גאושיונג Kaolinite קאוליניט Kaon קאון Kaori Icho קאורי איצ'ו Kaori Yuki קאורי יוקי Kaos קאוס Kapan קפאן Kapellbrücke קאפלבריקה Kapellmeister קאפלמייסטר Kapfenberg קפנברג Kapfenberger SV קאפפנברג Kapla קפלה Kaplan קפלן Kaplan Medical Center מרכז רפואי קפלן Kaplan Street רחוב קפלן Kapo קאפו Kapoor קאפור Kaposi's sarcoma סרקומת קפושי Kaposvár קאפושוואר Kapp Putsch הפוטש של קאפ Kappa קאפה Kappa קפא Kappa Canis Majoris קאפא בכלב גדול Kappa Mikey קאפה מייקי Kapparot כפרות Kaprekar number מספר קפרקר Kaprun disaster אסון קפרון Kapustin Yar קפוסטין יאר Kapustinskii equation משוואת קפוסטינסקי Kapyl קופיל Kara קארה Kara Koyunlu קארה קויונלו Kara Sea ים קארה Kara Strait מצר קארה Kara-Khanid Khanate השושלת הקרא-ח'אנית Karabiner 98k מאוזר K98 Karachay-Cherkessia קאראצ'אי-צ'רקסיה Karachay-Cherkessia קטגוריה:קאראצ'אי-צ'רקסיה Karachi קראצ'י Karaganda קרגנדה Karaginsky קרגינסקי Karagöz and Hacivat קאראגוז Karai קראי Karaim language קראימית Karaiskakis Stadium אצטדיון קאראיסקאקיס Karaite Judaism יהדות קראית Karaite Judaism קטגוריה:יהדות קראית Karaite Synagogue בית הכנסת הקראי באיסטנבול Karaite rabbis קטגוריה:חכמים קראים Karaite synagogues קטגוריה:בתי כנסת קראים Karaj כאראג' Karak כרכ Karak Governorate כרכ Karakesek/Sandbox רמברנדט Karakol קארקול Karakoram קארקוראם Karakoram Highway כביש קארקוראם Karakorum חרחורין Karakul אגם קרקול Karakul קרקול Karakum Desert קאראקום Karam Gaber כרם אבראהים ג'אבר Karam Mashour כרם משעור Karaman קאראמאן Karaman Province קאראמאן Karamanids נסיכות קאראמאן Karameh כראמה Karami כראמי Karan Brar קראן בראר Karandash קרנדאש Karangetang קאראנגטאנג Karantina massacre טבח כרנתינא Karaoke קטגוריה:קריוקי Karaoke קריוקי Karasumi קרסומי Karate קטגוריה:קראטה Karate קראטה Karate coaches קטגוריה:מאמני קראטה Karateka קראטקה Karatepe קאראטפה Karatepe Bilingual כתובת אזתוד Karađorđe קאראג'ורג'ה Karbala כרבלא Karbala Governorate כרבלא Karcag קרצג Karczew קארצ'ב Kardashev scale סולם קרדשב Kardashian family קטגוריה:משפחת קרדשיאן Kardzhali קרדז'אלי Kardzhali Province קרדז'אלי Kareem Abdul-Jabbar כרים עבדול-ג'באר Kareena Kapoor קארינה קאפור Karel Ančerl קארל אנצ'רל Karel Appel קרל אפל Karel Doorman קרל דורמן Karel Hromádka קארל הרומאדקה Karel Opočenský קארל אופצ'נסקי Karel Pařík קארל פאז'יק Karel Poborský קארל פובורסקי Karel Schwarzenberg קארל שוורצנברג Karel Skalička קארל סקליצ'קה Karel Treybal קארל טרייבל Karel Čapek קארל צ'אפק Karel Škorpil קארל שקורפיל Kareli Municipality נפת כארלי Karelia חבל קרליה Karelia קרליה Karelian Birch התרזה הקארליאנית Karelian language קרלית Karelichy קרליץ Karelitz קרליץ Karelo-Finnish Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הקרלו-פינית Karen Alkalay-Gut קרן אלקלעי-גוט Karen Armstrong קארן ארמסטרונג Karen Black קארן בלק Karen Blixen קארן בליקסן Karen Carpenter קארן קרפנטר Karen Dianne Baldwin קארן בולדווין Karen Gillan קארן גילאן Karen Harup קארן הארופ Karen Horney קארן הורני Karen Moe קארן מו Karen Silkwood קארן סילקווד Karen Walker קארן ווקר Karersee אגם קארצה Kareth כרת Kari Matchett קארי מאצ'ט Kari Seitz קארי סייץ Kariel Gardosh דוש Karim Bellarabi קארים בלראבי Karim Benzema כרים בנזמה Karim Haggui קארים האגוי Karim Matmour קארים מטמור Karima Shapandar אומגה סנטינל Karimata Strait מצר קארימאטה Karin Dreijer Andersson פיבר ריי Karin Elharar קארין אלהרר Karin Michaëlis קרין מיכאליס Karin family משפחת קארין Karina Lykhvar קרינה ליחבר Karine A Affair קארין איי Karinsa User:karinsa Karisma Kapoor קאריסמה קאפור Karius and Bactus קריוס ובקטוס Kark קרק Karkom כרכום Karkur junction suicide bombing הפיגוע בצומת כרכור Karl Adolph Gjellerup קרל גילרופ Karl Allgöwer קרל אלגוור Karl Allmendinger קרל אלמנדינגר Karl Amadeus Hartmann קרל אמדאוס הרטמן Karl Arnold קרל ארנולד Karl Benz קרל בנץ Karl Berndtsson קארל ברנדטסון Karl Brandt קרל ברנדט Karl Bruckner קרל ברוקנר Karl Bryullov קארל ברולוב Karl Buresch קרל בורש Karl Böhm קרל בהם Karl Carstens קרל קרסטנס Karl Deutsch קרל וולפגנג דויטש Karl Drais קארל פון דרייס Karl Dönitz קרל דניץ Karl Elmendorff קרל אלמנדורף Karl Ferdinand Braun קרל פרדיננד בראון Karl Frankenstein קרל פרנקנשטיין Karl Frenzel קרל פרנצל Karl Friedrich Louis Dobermann קרל פרידריך לואיס דוברמן Karl Friedrich Schinkel קארל פרידריך שינקל Karl Friedrich von Steinmetz קרל פרידריך פון שטיינמץ Karl Fritzsch קארל פריטש Karl Gebhardt קארל גבהרדט Karl Genzken קארל גנצקן Karl Gilg קארל גילג Karl Goldmark קרל גולדמארק Karl Gutzkow קארל גוצקוב Karl Hanke קארל האנקה Karl Haushofer קארל האוסהופר Karl Heinrich Ulrichs קרל היינריך אולריכס Karl Hermann Frank קרל הרמן פרנק Karl Jansky Very Large Array המערך הגדול מאוד Karl Jaspers קרל יאספרס Karl Jenkins קארל ג'נקינס Karl Johnson קארל ג'ונסון Karl Joseph Eberth קרל יוזף אברט Karl Kautsky קרל קאוטסקי Karl Korte קרל קורט Karl Kraus קרל קראוס Karl Lagerfeld קרל לגרפלד Karl Landsteiner קרל לנדשטיינר Karl Liebknecht קרל ליבקנכט Karl Llewellyn קרל לואלין Karl Ludwig Freiherr von und zu Guttenberg קרל לודוויג ברון פון אונד צו גוטנברג Karl Ludwig d'Elsa קרל לודוויג ד'אלזה Karl Lueger קרל לואגר Karl Malden קארל מולדן Karl Malone קארל מלון Karl Mannheim קרל מאנהיים Karl Marx קרל מרקס Karl Marx-Hof קרל מרקס הוף Karl Mauss קרל מאוס Karl May קרל מאי Karl Menger קרל מנגר Karl Nesselrode קרל רוברט נסלרודה Karl Philipp von Wrede קארל פון ורדה Karl Pilkington קרל פילקינגטון Karl Plagge קרל פלגה Karl Pohlig קרל פוהליג Karl Polanyi קרל פולני Karl Popper קרל פופר Karl Radek קארל ראדק Karl Rankl קרל רנקל Karl Renner קרל רנר Karl Richard Lepsius קארל ריכרד לפסיוס Karl Robert Eduard von Hartmann אדוארד פון הרטמן Karl Rove קארל רוב Karl Ruben קרל רובן Karl Sabbagh קארל סבאג Karl Schorn קארל שורן Karl Schwarzschild קרל שוורצשילד Karl Seitz קרל זייץ Karl Shapiro קארל שפירו Karl Silberbauer קרל זילברבאואר Karl Strecker קרל שטרקר Karl Ulrich Schnabel קרל אולריך שנאבל Karl Urban קארל אורבן Karl Weierstrass קארל ויירשטראס Karl Wilhelm Friedrich Schlegel פרידריך שלגל Karl Wilhelm Rosenkrantz קארל וילהלם רוזנקרנץ Karl Wolf קרל וולף Karl Wolff קרל וולף Karl Wolfskehl קארל וולפסקהל Karl von Bülow קרל פון בילוב Karl von Einem קרל פון איינם Karl von Fasbender קרל פון פאסבנדר Karl von Frisch קרל פון פריש Karl von Pflanzer-Baltin קרל פון פלאנצר באלטין Karl von Plettenberg קרל פון פלטנברג Karl-Adolf Hollidt קרל-אדולף הולידט Karl-Anthony Towns קארל-אנתוני טאונס Karl-Gerät קרל גרט Karl-Heinz Körbel קרל-היינץ קורבל Karl-Heinz Riedle קרלהיינץ רידלה Karl-Heinz Rummenigge קרל היינץ רומניגה Karl-Heinz Schnellinger קרל-היינץ שנלינגר Karl-Maria Kertbeny קרל מריה קרטבני Karl-Marx-Allee שדרת קרל מרקס Karl-Otto Koch קארל אוטו קוך Karl-Theodor zu Guttenberg קרל-תיאודור צו גוטנברג Karl-kjeks-Erik/Translations נילס הנריק אבל Karl8704 פבלו פיקאסו Karla Souza קרלה סוזה Karlheinz Förster קרלהיינץ פורסטר Karlheinz Stockhausen קרלהיינץ שטוקהאוזן Karlin קרלין Karlin-Stolin חסידות קרלין Karlovo קרלובו Karlovy Vary קרלובי וארי Karlsen קרלסן Karlskrona קרלסקרונה Karlsplatz קארלספלאץ Karlsruhe קרלסרוהה Karlsruher SC קרלסרוהה Karlsruher SC players קטגוריה:כדורגלני קרלסרוהה Karlsson-on-the-Roof קארלסון המעופף Karlstad קרלסטד Karma קארמה Karma Kagyu קארמה קאג'יו Karma and Effect Karma and Effect Karmei Tzur כרמי צור Karmei Yosef כרמי יוסף Karmi כרמי Karmia כרמיה Karmiel כרמיאל Karmiel Dance Festival פסטיבל מחול כרמיאל Karmin קארמין Karnak כרנך Karnak קארנאק Karnak king list רשימת המלכים מכרנך Karnataka קטגוריה:קרנאטקה Karnataka קרנאטקה Karnaugh map מפת קרנו Karnei Oren Memorial Field אצטדיון קרני Karnei Shomron קרני שומרון Karni קרני Karni crossing מעבר קרני Karnit Flug קרנית פלוג Karnobat קרנובט Karol Piltz קרול פילץ Karol Rathaus קרול רטהאוז Karol Sevilla קרול סביליה Karol Sidon קארול סידון Karol Szymanowski קרול שימנובסקי Karolina קרולינה Karolina Dean קרולינה דין Karolinska Institutet מכון קרולינסקה Karolos Papoulias קרולוס פפוליאס Karolína Kurková קרולינה קורקובה Karoo korhaan חובת קארו Karoo rock elephant shrew ארכף קארו Karpada שיחת משתמש:Karpada Karpas כרפס Karpass Peninsula קרפאז Karpathos קרפאתוס Karrar כראר Kars קארס Kars Province קארס Karst קארסט Karst Plateau קראס Karst caves קטגוריה:מערות נטיפים Kars–Tbilisi–Baku railway מסילת הברזל קארס-אחלכלכי-טביליסי-באקו Kart racing קארטינג Karta קרתא Kartikeya סקאנדה Kartli כארתלי Kartli קטגוריה:כארתלי Kartlis Deda כרתווליס דדה Kartlos כרתלוס Kartvelian languages קטגוריה:שפות כרתווליות Karum הסחר האשורי באשור הקדומה עם המושבות האשוריות באנטוליה Kary Mullis קארי מוליס Karyotype קריוטיפ Karşıyaka Basket פינאר קרשיאקה Kasabian Kasabian Kasabian קסביאן Kasai River קסאי Kasbah קסבה Kasese קססה Kasey Keller קייסי קלר Kasha קאשה Kashan כאשאן Kasher כשר Kashgar קאשגאר Kashi קאשי Kashima Antlers players קטגוריה:כדורגלני קאשימה אנטלרס Kashima Shin-ryū קשימה שין-ריו Kashmir Kashmir Kashmir קשמיר Kashrut כשרות Kashrut תבנית:כשרות Kashti קשתי Kashubian alphabet אלפבית קשובי Kashubian language קשובית Kashveti Church כנסיית כשוותי Kasirbot משתמש:Kasirbot Kasiski examination שיטת קסיסקי Kaspar Capparoni קספר קאפארוני Kaspar Hauser קספר האוזר Kasper Schmeichel קספר שמייכל Kaspersky Internet Security קספרסקי אינטרנט סקיוריטי Kaspersky Lab מעבדות קספרסקי Kaspi Municipality נפת קאספי Kasriel Hirsch Sarasohn כתריאל צבי שרהזון Kass קאס Kassai and Luk קסאי לוק ומרנה Kassaman המנון אלג'יריה Kassari קאסארי Kassel קאסל Kasseri גבינת קשר Kassim al-Rimawi קאסם א-רימאווי Kassio Fernandes Magalhães קאסיו פרננדס Kassites כשים Kassites קטגוריה:כשים Kastellorizo קסטלוריזו Kastner קסטנר Kastoria קסטוריה Kasubi Tombs קברי מלכי בוגנדה בקסובי Kasımpaşa S.K. קסימפשה Kasımpaşa S.K. footballers קטגוריה:כדורגלני קסימפאשה Kat DeLuna קאט דלונה Kat Dennings קאט דנינגס Kat Graham קתרינה גרהאם Kata קאטה Katabatic wind רוח קטבטית Kataeb Party הפלנגות הנוצריות Kataja Basket Club קטאיה יואנסואו Katakana קאטאקאנה Kataklysm קטאקליסם Katalin Karády קטלין קרדי Katalin Szőke קטלין סוקה Katamon קטמון Katan קטן Katana קטאנה Katangais/sandbox פאנהארד AML Katarina Beskow קטרינה בסקוב Katarina Srebotnik קטרינה סרבוטניק Katarina Witt קטרינה ויט Katatonia קטטוניה Kate & Leopold קייט ולאופולד Kate Allen קייט אלן Kate Ashfield קייט אשפילד Kate Beckinsale קייט בקינסייל Kate Bornstein קייט בורנשטיין Kate Bosworth קייט בוסוורת' Kate Brown קייט בראון Kate Bush קייט בוש Kate Capshaw קייט קאפשו Kate Chopin קייט שופן Kate Grenville קייט גרנוויל Kate Hudson קייט הדסון Kate Isitt קייט איסיט Kate Mara קייט מארה Kate McGarrigle קייט מקגריגל Kate Millett קייט מילט Kate Morton קייט מורטון Kate Moss קייט מוס Kate Mulgrew קייט מאלגרו Kate Nash קייט נאש Kate Nelligan קייט נליגן Kate Pierson קייט פירסון Kate Ritchie קייט ריצ'י Kate Roberts קייט רוברטס Kate Ryan קייט ראיין Kate Upton קייט אפטון Kate Walsh קייט וולש Kate Wilhelm קייט וילהלם Kate Winslet קייט וינסלט Kate Ziegler קייט זיגלר Katee Sackhoff קייטי סאקהוף Kategoria Superiore תבנית:ליגת העל האלבנית בכדורגל Katelyn Tarver קייטלין טרוור Katerina Pisetsky קטיה פיסצקי Katerynivka קטריניבקה Katey Sagal קייטי סגל Katharevousa קאתארבוסה Katharine Hepburn קתרין הפבורן Katharine McPhee קת'רין מקפי Katharine Ross קתרין רוס Katharsis קתרסיס Katherine Heigl קתרין הייגל Katherine Helmond קתרין הלמונד Katherine Mansfield קתרין מנספילד Katherine Moennig קת'רין מוניג Katherine Parkinson קתרין פרקינסון Katherine Pulaski קת'רין פולאסקי Kathleen Ferrier קתלין פרייר Kathleen Hanna קתלין האנה Kathleen Kenyon קתלין קניון Kathleen Lonsdale קתלין לונסדייל Kathleen Nord קאתלין נורד Kathleen Quinlan קת'לין קווינלן Kathleen Reiter קטלין רייטר Kathleen Robertson קת'לין רוברטסון Kathleen Scott קתלין סקוט Kathleen Sebelius קתלין סבליוס Kathleen Turner קת'לין טרנר Kathleenem/sandbox דוקטור ווטסון Kathmandu קטמנדו Kathmandu Valley עמק קטמנדו Kathoey ליידי בוי Katholikon קתוליקון Kathrine Narducci קתרין נרדוצ'י Kathrine Taylor קתרין קרסמן טיילור Kathryn Bigelow קתרין ביגלו Kathryn Bolkovac קתרין בולקובאץ' Kathryn Cave קתרין קייב Kathryn Erbe קתרין ארב Kathryn Grayson קתרין גרייסון Kathryn Harrison קתרין הריסון Kathryn Janeway קת'רין ג'יינוויי Kathryn McKinley קתרין מקינלי Kathryn Newton קתרין ניוטון Kathryn Prescott קתרין פרסקוט Kathryn Stockett קתרין סטוקט Kathy Acker קתי אקר Kathy Baker קתי בייקר Kathy Bates קתי בייטס Kathy Ellis קתי אליס Kathy Griffin קתי גריפין Kathy Hilton קאתי הילטון Kathy Ireland קאתי איירלנד Katia Mann קטיה מאן Katie Cassidy קייטי קסידי Katie Couric קייטי קוריק Katie Featherston קייטי פיטרסטון Katie Findlay קייטי פינדליי Katie Hoff קייטי הוף Katie Holmes קייטי הולמס Katie Jarvis קייטי ג'רביס Katie Ledecky קייטי לדקי Katie Leung קייטי לאונג Katie Melua קייטי מלואה Katif קטיף Katima Mulilo קאטימה מולילו Katina Paxinou קטינה פקסינו Katinka Hosszú קטינקה הוסו Katja Kipping קטיה קיפינג Katniss Everdeen קטניס אוורדין Kato Kintu קינטו קאטו Katowice קטוביץ Katowice Conference ועידת קטוביץ Katowice Great Synagogue בית הכנסת הגדול Katpatuka משתמש:Katpatuka Katra קטרה Katri Helena קטרי הלנה Katriel Katz כתריאל כ"ץ Katrin Cartlidge קתרין קרטלידג' Katrin Himmler קטרין הימלר Katrin Krabbe קטרין קראבה Katrina קתרינה Katrina Bowden קתרינה בוודן Katrina Leskanich קתרינה לסקאניש Katrina and the Waves קתרינה והגלים Katrín Jónsdóttir קתרין יונסדוטיר Katsura Tarō קאצורה טרו Katsuya Okada קצויה אוקאדה KattenKabinet ארון החתולים Katts and Dog קאטס והכלב Katy B קייטי בי Katy Hudson Katy Hudson Katy Jurado קייטי חוראדו Katy Perry קטגוריה:קייטי פרי Katy Perry קייטי פרי Katy Perry תבנית:קייטי פרי Katy Perry discography דיסקוגרפיה של קייטי פרי Katy Perry songs קטגוריה:שירי קייטי פרי Katya Lycheva קטיה ליצ'ובה Katyn massacre טבח יער קאטין Katyusha קטיושה Katyusha rocket launcher קטיושה Katz כץ Katz's Delicatessen המעדנייה של כץ Katzenellenbogen קצנלנבוגן Katzenjammer קצניאמר Katzir קציר Katznelson כצנלסון Katzrin קצרין Katzrin ancient village and synagogue קצרין Katō Takaaki קאטו טקאקי Katō Tomosaburō קאטו טומוסאבורו Kauai קאואיי Kaufering concentration camp קאופרינג Kaufhaus des Westens קאופהאוס דס וסטנס Kaufman קאופמן Kaufmann Kohler קאופמן קוהלר Kaufmann Manuscript כתב יד קאופמן Kaukab Abu al-Hija כאוכב אבו אל-היג'א Kaunan קאונן Kaunas קובנה Kaunas קטגוריה:קובנה Kaunas Cathedral Basilica בזיליקת קתדרלת קובנה Kaunas County מחוז קובנה Kaunas County קטגוריה:מחוז קובנה Kaunas District Municipality קובנה Kaunas pogrom הטבח בחצר מוסך לייטוקיס בקובנה Kav LaOved קו לעובד Kavadarci קבדרצי Kavadh I קבאד הראשון Kavadh II קבאד השני Kaval קאוואל Kavala קוואלה Kavala F.C. players קטגוריה:כדורגלני קוואלה Kavanagh building בניין קוואנה Kavanah כוונה Kavarna קווארנה Kaveret כוורת Kaveret קטגוריה:כוורת KavikratuTattvaBudh/sandbox בית תמחוי Kavim קווים Kawaii קאוואיי Kawanishi H8K קוונישי H8K Kawasaki קווסאקי Kawasaki Heavy Industries תעשיות כבדות קווסאקי Kawasaki Heavy Industries Motorcycle & Engine קווסאקי Kawasaki Ninja 500R קוואסקי נינג'ה 500R Kawasaki Ninja ZX-12R קוואסקי נינג'ה ZX-12R Kawasaki Ninja ZX-14 קוואסקי נינג'ה ZX-14 Kawasaki disease מחלת קווסאקי Kawfakha כופח'ה Kawhi Leonard קוואי לאונרד Kawuneeche Valley עמק קאוניץ' Kay קיי Kay Kendall קיי קנדל Kay Medford קיי מדפורד Kay Redfield Jamison קיי רדפילד ג'יימיסון Kay Swift קיי סוויפט Kaya החורשות הקדושות של המיג'יקאנדה Kaya Scodelario קאיה סקודלריו Kayak קיאק Kayakers קטגוריה:קיאקיסטים Kayaking קטגוריה:קיאקים Kaye Academic College of Education המכללה האקדמית לחינוך ע"ש קיי Kaye Hall קיי הול Kayla ביתא ישראל Kayla dialect כיילה Kayla.mcgeorge/sandbox התבגרות Kaylin Whitney קיילין ויטני Kaymak קאימק Kayseri קטגוריה:קייסרי Kayseri קייסרי Kayseri Erciyesspor ארג'ייספור Kayserispor footballers קטגוריה:כדורגלני קייסריספור Kaysersberg קייסרסברג Kayser–Fleischer ring טבעת קייזר-פליישר Kaytek the Wizard יותם הקסם Kayunga District קאיונגה KazCosmos קזקוסמוס Kazaa קאזה Kazablan קזבלן Kazakh Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הקזחית Kazakh language קזחית Kazakhstan קזחסטן Kazakhstan קטגוריה:קזחסטן Kazakhstan Cup הגביע הקזחי Kazakhstan First Division הליגה הקזחית הראשונה Kazakhstan Kalachi קאלאצ'י Kazakhstan Oral אוראל Kazakhstan Premier League ליגת העל הקזחית Kazakhstan Premier League תבנית:ליגת העל הקזחית Kazakhstan Super Cup הסופר קאפ הקזחי Kazakhstan at the Olympics קזחסטן במשחקים האולימפיים Kazakhstan at the Paralympics קזחסטן במשחקים הפאראלימפיים Kazakhstan international footballers קטגוריה:כדורגלני נבחרת קזחסטן Kazakhstan location map templates קטגוריה:תבניות מיפוי לפי מדינות: קזחסטן Kazakhstan national basketball team נבחרת קזחסטן בכדורסל Kazakhstan national football team נבחרת קזחסטן בכדורגל Kazakhstan national under-21 football team נבחרת קזחסטן בכדורגל עד גיל 21 Kazakhstan templates קטגוריה:תבניות ניווט - קזחסטן Kazakhstani artists קטגוריה:אמנים קזחים Kazakhstani culture קטגוריה:קזחסטן: תרבות Kazakhstani footballers קטגוריה:כדורגלנים קזחים Kazakhstani people קטגוריה:קזחים Kazakhstani poets קטגוריה:משוררים קזחים Kazakhstani politicians קטגוריה:פוליטיקאים קזחים Kazakhstani sportspeople קטגוריה:ספורטאים קזחים Kazallu כאזאלו Kazan אוניברסיטת קאזאן Kazan קאזאן Kazan קטגוריה:קאזאן Kazan Cathedral קתדרלת קאזאן Kazan Helicopters קאזאן מסוקים Kazan Kremlin הקרמלין בקאזאן Kazan Metro הרכבת התחתית של קאזאן Kazanlak קאזאנלק Kazbegi Marathon מרתון קזבגי Kazimierz קז'ימייז' Kazimierz קזימיר Kazimierz Bartel קז'ימייש ברטל Kazimierz Dolny קז'ימייז' דולני Kazimierz Kord קז'ימייז' קורד Kazimierz Moskal קז'ימיש מוסקאל Kazimierza Wielka קזימייזה ויילקה Kazimir Malevich קזימיר מלביץ' Kazlų Rūda Municipality קזלו רודה Kazoku קזוקו Kazoo קאזו Kazuo Hirai קאזו היראי Kazuo Ishiguro קאזואו אישיגורו Kazuyoshi Miura קאזויושי מיורה Kaçkar Dağı קצ'קר Kaédi קאדי Kałuszyn קאלושין Kańczuga קנצ'וגה Kaō קאו Kbog/sandbox צ'ארלס אוונס יוז Kbtarc/pucc P2P Universal Computing Consortium Kcarthur2 מירוץ סוסים Kchau13/sandbox ואנס Kcumming/Petronas Twin Towers מגדלי פטרונס Kdam Eurovision קדם-אירוויזיון Kde domov můj המנון צ'כיה Kdebudd69/sandbox מקלט לנשים מוכות Kea קיאה Keane קין Keanu Reeves קיאנו ריבס Keating קיטינג Keaton קיטון Keb111/sandbox דומיטיאנוס Kebab קבב Keban Dam סכר קבן Kebara Cave מערת כבארה Kebaran התרבות הכבארית הגאומטרית Kebnekaise קבנקייסה Kebra Nagast כבר נגשת Kecskemét קצ'קמט Kedah קדה Kedar קידר Kedem Auction House קדם Kedesh תל קדש Kedgeree קדגרי Kedleston Hall קדלסטון הול Kedma קדמה Kedoshim פרשת קדושים Kedumim קדומים Kedus Harbe קיסר אתיופיה קאדוס חארב Kedushah קדושה Keegan Allen קיגן אלן Keel שדרית Keel-billed toucan טוקן ססגוני-מקור Keeley Hawes קילי הוז Keelung ג'ילונג Keena Rothhammer קינה רותהמר Keening מקונן Keep מגדל עוז Keep Calm and Carry On Keep Calm and Carry On Keep Not Silent את שאהבה נפשי Keep Talking Keep Talking Keep Ya Head Up Keep Ya Head Up Keep Your Head Down Keep Your Head Down Keep away אחד באמצע Keeper of the Privy Purse שומר אוצר המלך Keeping Up Appearances מה יגידו השכנים? Keeping Up with the Kardashians משפחת קרדשיאן Keeps Gettin' Better: A Decade of Hits Keeps Gettin' Better: A Decade of Hits Kees van Dongen קס ואן דונגן Keeshond קייסהונד Keetmanshoop קיטמנסהופ Kefaya כפאיה Keffiyeh כאפיה Kefir קפיר Kefitzat Haderech קפיצת הדרך Keflavík קפלאוויק Keflavík International Airport נמל התעופה הבינלאומי קפלאוויק Keflavík ÍF קפלוויק Keglevich קגלביץ' Kehat Shorr קהת שור Kehath קהת Kehelathah קהלתה Kehila Kedosha Janina קהילה קדושה יאנינה Kehilla הקהילה היהודית Kehlsteinhaus קן הנשרים Kehot Publication Society הוצאת ספרים קה"ת Kei Nishikori קיי נישיקורי Kei Tomiyama קיי טומיאמה Keiko קייקו Keiko Fujimori קייקו פוחימורי Keikogi קייקוגי Keilah קעילה Keilim מסכת כלים Keir Gilchrist קיר גילכריסט Keir Hardie קייר הארדי Keira Knightley קירה נייטלי Keisha Castle-Hughes קיישה קאסטל-יוז Keisuke קייסוקה Keisuke Honda קייסוקה הונדה Keisuke Okada אוקדה קייסוקה Keith קית' Keith Allen קית' אלן Keith Dayton קית' דייטון Keith Ellison קית' אליסון Keith Emerson קית' אמרסון Keith Floyd קית' פלויד Keith Haring קית' הרינג Keith Holyoake קית' הוליאוק Keith Jarrett קית' ג'ארט Keith Langford קית' לנגפורד Keith Lockhart קית' לוקהארט Keith Michell קית' מיטשל Keith Mitchell קית' מיטשל Keith Moon קית' מון Keith Murray קית' מורי Keith Park קית' פארק Keith Richards קית' ריצ'רדס Keith Van Horn קית' ואן הורן Keith number מספר קית' Keizō Obuchi קייזו אובוצ'י Kela קלע Kela Alon קלע אלון Kelantan קלנטן Kelechi Iheanacho קלצ'י איהנאצ'ו Kelenken קלנקן Kelesh Ahmed-Bey Shervashidze קלש אחמד-ביי Keleti-p משתמש:Keleti Kelis קליס Kell קל Kellan Lutz קלאן לוץ Keller קלר Kellerman קלרמן Kelli McCarty קלי מקארתי Kelli Williams קלי ויליאמס Kellogg קלוג Kellogg's קלוגס Kellogg–Briand Pact הסכם קלוג-בריאן Kells קלס Kelly קלי Kelly Ayotte קלי איוט Kelly Clarkson קלי קלרקסון Kelly Clarkson תבנית:קלי קלרקסון Kelly Clarkson albums קטגוריה:אלבומי קלי קלרקסון Kelly Holmes קלי הולמס Kelly Johnson קלארנס ג'ונסון Kelly Link קלי לינק Kelly Lynch קלי לינץ' Kelly Macdonald קלי מקדונלד Kelly McCarty קלי מקארתי Kelly McGillis קלי מקגיליס Kelly Olynyk קלי אוליניק Kelly Osbourne קלי אוסבורן Kelly Reilly קלי ריילי Kelly Rowland קלי רולנד Kelly Rutherford קלי רתרפורד Kelly Slater קלי סלייטר Kelly Smith קלי סמית' KellyMin/Sandbox/AA אלכוהוליסטים אנונימיים Kelm Talmud Torah תלמוד תורה Kelmė קלם Kelmė District Municipality קלם Keloff/sandbox מולטימדיה Keloid קלואיד Kelovy משתמש:Kelovy Kelowna קלונה Kelp קלפ Kelp gull שחף הקלפ Kelsey Grammer קלסי גראמר Kelud קלוד Kelvin קלווין Kelvin Bryant קלווין בראיינט Kelvin water dropper טפטפת קלווין Kemalism ששת החצים Kemari קמארי Kemba Walker קמבה ווקר Kemble קמבל Kemecse קמצ'ה Kemerovo קמרובו Kemerovo Oblast קמרובו Kemono קמונו Kemp קמפ Kemp's ridley sea turtle צב ים רידלי Kempeitai קמפייטאי Kemper Project תחנת הכח IGCC בקמפר Kemps קרה קופה Ken Anderson קן אנדרסון Ken Bannister קן בניסטר Ken Bates קן בייטס Ken Blanchard קן בלנצ'רד Ken Block קן בלוק Ken Bruen קן ברואן Ken Burgess קן ברג'ס Ken Burns קן ברנס Ken Follett קן פולט Ken Grimwood קן גרימווד Ken Hirsch/Sandbox XSD Ken Houston קן יוסטון Ken Hudson Campbell קן הדסון קמפבל Ken Hutchison קן האצ'יסון Ken Ishii קן אישיי Ken Kercheval קן קרצ'בל Ken Kesey קן קיזי Ken Leung קן ליונג Ken Livingstone קן ליווינגסטון Ken Loach קן לואץ' Ken Ludwig קן לודוויג Ken Mattingly תומאס מטינגלי Ken Olsen קן אולסן Ken Ribet קנת' אלן ריבט Ken Robinson קן רובינסון Ken Rosewall קן רוזוול Ken Russell קן ראסל Ken Salazar קן סלזאר Ken Saro-Wiwa קן סארו-ויוה Ken Scott קן סקוט Ken Starr קנת' סטאר Ken Stott קן סטוט Ken Thompson קן תומפסון Ken Wahl קן וואהל Ken Walsh קנת ואלש Ken Watanabe קן ואטאנבה Ken Wilber קן וילבר Kenan קינן Kenan Doğulu קנן דואולו Kenan Evren קנן אוורן Kenan Thompson קינן תומפסון Kendall Jenner קנדל ג'נר Kendall Schmidt קנדל שמידט Kendama קנדמה Kendo קנדו Kendra Harrison קנדרה הריסון Kendrick Lamar קנדריק לאמאר Kendrick Perkins קנדריק פרקינס Kenenisa Bekele קנניסה בקלה Kenite קיני Kenitra אל-קניטרה Kenji Mizoguchi קנג'י מיזוגוצ'י Kenmu Restoration רסטורציית קנמו Kennedy קנדי Kennedy Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ג'ון קנדי Kennedy Center Honors פרס מרכז קנדי Kennedy Channel תעלת קנדי Kennedy Round סיבוב קנדי Kennedy Space Center מרכז החלל קנדי Kennedy family משפחת קנדי Kennedy family קטגוריה:משפחת קנדי Kennedy family tree תבנית:עץ משפחת קנדי Kennel club מועדון כלבים Kennel cough שעלת המכלאות Kennet Andersson קנט אנדרסון Kenneth Anger קנת אנגר Kenneth Arrow קנת' ארו Kenneth Arthur Noel Anderson קנת' אנדרסון Kenneth Bainbridge קנת ביינברידג' Kenneth Bilby קנת בילבי Kenneth Boulding קנת' בולדינג Kenneth Branagh קנת בראנה Kenneth Cranham קנת קרנהאם Kenneth Duberstein קנת דוברשטיין Kenneth Faried קנת' פאריד Kenneth French קנת פרנץ' Kenneth Grahame קנת גרהם Kenneth II of Scotland מלך סקוטלנד קנת השני Kenneth III of Scotland מלך סקוטלנד קנת השלישי Kenneth Kaunda קנת קאונדה Kenneth Keating קנת קיטינג Kenneth MacAlpin מלך סקוטלנד קנת הראשון Kenneth McVay קן מקווי Kenneth Miller קן מילר Kenneth More קנת' מור Kenneth Segal קני סגל Kenneth Stein קנת ו' שטיין Kenny קני Kenny Adeleke קני אדלקה Kenny Bartram קני ברטרם Kenny Burrell קני בורל Kenny Clarke קני קלארק Kenny Dalglish קני דלגליש Kenny Dorham קני דורהאם Kenny G קני ג'י Kenny Gabriel קני גבריאל Kenny Garrett קני גארט Kenny Harrison קני הריסון Kenny Hasan Sayef קני סייף Kenny McCormick קני מקורמיק Kenny Rogers קני רוג'רס Kenny Sansom קני סנסום Kenny Smith קני סמית' Kenny Wayne Shepherd קני ויין שפרד Kenny Williams קני ויליאמס Kenny vs. Spenny קני נגד ספני KennyUnhooded.jpg תמונה:Kennyrevealed02.jpg Kenon Holdings קנון הולדינגס Kenseikai קנסייקאי Kenseitō קנסייטו Kensington קנזינגטון Kensington Gardens גני קנזינגטון Kensington Market שוק קנסינגטון Kensington Palace ארמון קנזינגטון Kent קטגוריה:קנט Kent קנט Kent Battle of Britain Museum מוזיאון הקרב על בריטניה בקנט Kent Bazemore קנט בייזמור Kent Beck קנט בק Kent Gillingham ג'ילינגהאם Kent Nagano קנט נגאנו Kentavious Caldwell-Pope קנטביוס קולדוול-פופ Kentholke/projects/sts-82 STS-82 Kentish monarchs קטגוריה:מלכי קנט Kentrosaurus קנטרוזאורוס Kentucky קטגוריה:קנטקי Kentucky קנטקי Kentucky תבנית:קנטקי Kentucky Derby הדרבי של קנטקי Kentucky Frankfort פרנקפורט Kentucky Lexington לקסינגטון Kentucky Louisville לואיוויל Kentucky Perryville פריוויל Kentucky Richmond ריצ'מונד Kentucky State University אוניברסיטת המדינה של קנטקי Kentucky Wildcats men's basketball players קטגוריה:כדורסלני אוניברסיטת קנטקי Keny Arkana קאני ארקנה Kenya קטגוריה:קניה Kenya קניה Kenya Airways קניה איירווייז Kenya at the Olympics קניה במשחקים האולימפיים Kenya at the Paralympics קניה במשחקים הפאראלימפיים Kenya national basketball team נבחרת קניה בכדורסל Kenya national football team נבחרת קניה בכדורגל Kenya templates קטגוריה:תבניות ניווט - קניה Kenyan athletes קטגוריה:אתלטים קנייתים Kenyan footballers קטגוריה:כדורגלנים קנייתים Kenyan long-distance runners קטגוריה:רצים קנייתים למרחקים ארוכים Kenyan marathon runners קטגוריה:רצי מרתון קנייתים Kenyan middle-distance runners קטגוריה:רצים קנייתים למרחקים בינוניים Kenyan people קטגוריה:קנייתים Kenyan politicians קטגוריה:פוליטיקאים קנייתים Kenyan shilling שילינג קנייתי Kenyan sportspeople קטגוריה:ספורטאים קנייתים Kenyanthropus קניאנתרופוס פלטיאופוס Kenyapotamus קניהפוטם Kenyatta קניאטה Kenya–Qatar relations יחסי קטר-קניה Kenyon Institute מכון קניון בירושלים Kenyon Martin קניון מרטין Kenzaburō Ōe קנזאבורו אואה Kenzō Takada קנזו טקאדה Kenzō Tange קנזו טנגה Kep Province קפ Kepler טלסקופ החלל קפלר Kepler קפלר Kepler problem בעיית קפלר Kepler's Supernova סופרנובה 1604 Kepler's laws of planetary motion חוקי קפלר Kepler-11 קפלר-11 Kepler-186f קפלר-186f Kepler-20 קפלר-20 Kepler-22b קפלר-22b Kepler-32 קפלר-32 Kepler-42 קפלר 42 Kepler-452b קפלר-452b Kepler–Bouwkamp constant קבוע קפלר-באוקמפ Kerach 9 קרח תשע Kerak Castle מצודת כרכ Kerala קרלה Kerala Blasters FC players קטגוריה:כדורגלני קרלה בלסטרס Keratin קרטין Keratoconus קרטוקונוס Keravnos B.C. קראבנוס Kerberos קרברוס Kerch קרץ' Kerch Strait מצר קרץ' Kerchief מטפחת ראש Kerckhoffs's principle עקרון קרקהופס Kerem Avraham כרם אברהם Kerem Ben Shemen כרם בן שמן Kerem Ben Zimra כרם בן זמרה Kerem HaTeimanim כרם התימנים Kerem Maharal כרם מהר"ל Kerem Shalom כרם שלום Keren קרן Keren Ann קרן אן Keren Elazari קרן אלעזרי Keren Hayesod קרן היסוד Keren Leibovitch קרן לייבוביץ' Keren Mor קרן מור Keren Neubach קרן נויבך Keren Peles קרן פלס Keren Peles albums קטגוריה:אלבומי קרן פלס Keren Shlomo קרן שלמה Keren Yedaya קרן ידעיה Kerensky Offensive מתקפת קרנסקי Keres קרס Kerguelen Islands איי קרגלן Keri בעל קרי Keri Hilson קרי הילסון Keri Russell קרי ראסל Kerim Kerimov קרים קרימוב Kerioth קריות Kerkennah Islands איי קרקנה Kerkouane קרקואן Kerkyra FC players קטגוריה:כדורגלני קרקירה Kerlon קרלון Kerman כרמאן Kerman Province כרמאן Kermanshah כרמאנשאה Kermanshah Province כרמאנשאה Kermit the Frog קרמיט הצפרדע Kermit's Swamp Years שנות הביצה של קרמיט Kernavė קרנאווה Kernel גרעין Kernel ליבה Kernel מרחב פתרונות Kernel panic Kernel panic Kernos קרנוס Kerns קרנס Keroman Submarine Base בסיס הצוללות של לוריאן Kerosene קרוסין Kerr קר Kerr Smith קר סמית' Kerr's Ladies F.C. Dick קר'ס ליידיס דיק Kerri Strug קרי סטרוג Kerron Clement קירון קלמנט Kerry קרי Kerry Bishé קארי בישה Kerry Fonda 2004 election photo controversy שערוריית תמונת קרי-פונדה Kerry King קרי קינג Kerry Washington קרי וושינגטון Kerr–Newman metric פתרון קר-ניומן Kershaw קרשו Kerstin Garefrekes קרסטין גרפרקס Kertpeterson ברוס לי Kerwhizz הופ! חידון היכון Kes קס Kesha קשה Kesha תבנית:קשה KesheR תבנית:User en-3 Keshet קשת Keshet Eilon קשת אילון Keshet Media Group שידורי קשת Keshet Rabbis רבני קשת Keshorn Walcott קשורן וולקוט Kessai Note קסאי נוטה Kessler קסלר Kestrel ג'ון ווריית' Ketamine קטמין Ketchup קטשופ Ketef Hinnom כתף הינום Ketel One קטל 1 Keter כתר Keter Plastic כתר פלסטיק Keter Publishing House כתר ספרים Ketevan Arakhamia-Grant כתוואן אראחמיה Keto and Kote כתו וקוטה Ketogenic diet דיאטה קטוגנית Ketone קטון Ketone bodies גופי קטון Kettle קומקום Kettle שקע קרחוני Kettlebell קטלבל Ketubah כתובה Ketubot מסכת כתובות Keturah קטורה Ketuvim כתובים Ketuvim קטגוריה:ספרי כתובים Keukenhof קוקנהוף Kevin Bacon קווין בייקון Kevin Bermeister קווין ברמייסטר Kevin Berry קווין ברי Kevin Borlée קווין בורלה Kevin Bradshaw קווין ברדשאו Kevin Campbell קווין קמפבל Kevin Connolly קווין קונולי Kevin Conroy קווין קונרוי Kevin Costner קווין קוסטנר Kevin De Bruyne קווין דה בראונה Kevin Dillon קווין דילון Kevin Doyle קווין דויל Kevin Durand קווין דורנד Kevin Durant קווין דוראנט Kevin Federline קווין פדרליין Kevin Feige קווין פייגי Kevin Garnett קווין גארנט Kevin Großkreutz קווין גרוסקרויץ Kevin Hart קווין הארט Kevin James קווין ג'יימס Kevin Johnson קווין ג'ונסון Kevin Kampl קווין קאמפל Kevin Keegan קווין קיגן Kevin Kline קווין קליין Kevin Kurányi קווין קוראני Kevin Livingston קווין ליווינגסטון Kevin Love קווין לאב Kevin Magee קווין מגי Kevin Martin קווין מרטין Kevin McCarthy קווין מקארתי Kevin McHale קווין מקהייל Kevin McKidd קווין מק'קיד Kevin McNally קווין מקנלי Kevin Mirallas קווין מיראלס Kevin Mitnick קווין מיטניק Kevin Moreton הבית של אף אחד Kevin Murphy קווין מרפי Kevin Palmer קווין פאלמר Kevin Pollak קווין פולאק Kevin Quinn קווין קווין Kevin Richardson קווין ריצ'רדסון Kevin Roche קווין רוש Kevin Rudd קווין ראד Kevin Smith קווין סמית' Kevin Smith תבנית:סרטי קווין סמית' Kevin Sorbo קווין סורבו Kevin Spacey קווין ספייסי Kevin Strootman קווין סטרוטמן Kevin Sussman קווין ססמן Kevin Séraphin קווין סראפן Kevin Trapp קווין טראפ Kevin Vogt קווין פוגט Kevin Volland קווין פולאנד Kevin Warwick קווין ווריק Kevin Weisman קווין וייזמן Kevin Willis קווין ויליס Kevin Wimmer קווין וימר Kevin Young קווין יאנג Kevin of Glendalough קווין הקדוש Kevin-Prince Boateng קווין-פרינס בואטנג Kevinn Pinkney קווין פינקני Kevlar קוולאר Kew Gardens גני קיו Kew Palace ארמון קיו Key מפתח Key Largo קי לארגו Key West International Airport נמל התעופה הבינלאומי קי וסט Key distribution בעיית הפצת מפתחות Key frame תמונת מפתח Key grip גריפ ראשי Key money דמי מפתח Key press תבנית:Keypress Key press/core תבנית:Keypress/core Key signing party מסיבת חתימה על מפתחות ציבוריים Key space מרחב מפתחות Keyboard concertos by Johann Sebastian Bach הקונצ'רטי למקלדת מאת יוהאן סבסטיאן באך Keyboard instrument כלי מקלדת Keyboard instruments קטגוריה:כלי מקלדת Keyboard shortcut מקשי קיצור Keyboard warrior killer/sandbox/Pola Negri פולה נגרי Keychain מחזיק מפתחות Keyes קיז Keygen מחולל רישיונות Keying צ'י-יינג Keylor Navas קיילור נבאס Keynesian economics כלכלה קיינסיאנית Keynote Keynote Keyser Söze קייזר סוזה Keystone אבן ראשה Keystroke logging רישום הקשות Kezayit כזית Kf4yfd/msv נד בייקר Kf4yfd/mv נד בייקר Kfar Adumim כפר אדומים Kfar Ahim כפר אחים Kfar Aviv כפר אביב Kfar Avoda כפר עבודה Kfar Aza כפר עזה Kfar Azar כפר אז"ר Kfar Bar'am כפר ברעם Kfar Baruch כפר ברוך Kfar Bialik כפר ביאליק Kfar Bilu כפר ביל"ו Kfar Bin Nun כפר בן נון Kfar Blum כפר בלום Kfar Brandeis ברנדייס Kfar Chabad כפר חב"ד Kfar Daniel כפר דניאל Kfar Darom כפר דרום Kfar Darom bus attack פיגוע מכונית התופת בצומת כפר דרום Kfar Eldad כפר אלדד Kfar Etzion כפר עציון Kfar Etzion massacre הקרב על גוש עציון Kfar Galim כפר גלים Kfar Gidon כפר גדעון Kfar Giladi כפר גלעדי Kfar Glikson כפר גליקסון Kfar HaHoresh כפר החורש Kfar HaMaccabi כפר המכבי Kfar HaNagid כפר הנגיד Kfar HaNassi כפר הנשיא Kfar HaNoar HaDati כפר הנוער הדתי Kfar HaOranim כפר האורנים Kfar HaRif כפר הרי"ף Kfar Habad Railway Station תחנת הרכבת כפר חב"ד Kfar Haim כפר חיים Kfar Hananya כפר חנניה Kfar Haroeh כפר הרא"ה Kfar Haruv כפר חרוב Kfar Hasidim כפר חסידים Kfar Hasidim Bet כפר חסידים ב' Kfar Hess כפר הס Kfar Hittim כפר חיטים Kfar Hoshen כפר חושן Kfar Kama כפר כמא Kfar Kama Adyghe dialect שפסוגית של כפר כמא Kfar Kedem כפר קדם Kfar Kisch כפר קיש Kfar Ma'as כפר מעש Kfar Maimon כפר מימון Kfar Malal כפר מל"ל Kfar Masaryk כפר מסריק Kfar Menahem כפר מנחם Kfar Monash כפר מונש Kfar Monash Hoard כפר מונש#מטמון כפר מונאש Kfar Mordechai כפר מרדכי Kfar Netter כפר נטר Kfar Pines כפר פינס Kfar Ruppin כפר רופין Kfar Ruth כפר רות Kfar Saba כפר סבא Kfar Saba קטגוריה:כפר סבא Kfar Saba – Nordau Railway Station תחנת הרכבת כפר סבא - נורדאו Kfar Shalem כפר שלם Kfar Shamai כפר שמאי Kfar Shaul Mental Health Center בית החולים כפר שאול Kfar Shmaryahu כפר שמריהו Kfar Shmuel כפר שמואל Kfar Silver כפר סילבר Kfar Sirkin כפר סירקין Kfar Szold כפר סאלד Kfar Tapuach כפר תפוח Kfar Tavor כפר תבור Kfar Truman כפר טרומן Kfar Tzvi Sitrin כפר צבי סיטרין Kfar Uria כפר אוריה Kfar Vitkin כפר ויתקין Kfar Vradim כפר ורדים Kfar Warburg כפר ורבורג Kfar Yam כפר ים Kfar Yavetz כפר יעבץ Kfar Yedidia כפר ידידיה Kfar Yehezkel כפר יחזקאל Kfar Yehoshua כפר יהושע Kfar Yona כפר יונה Kfar Yuval hostage crisis הפיגוע בכפר יובל Kfar Zeitim כפר זיתים Kfar Zoharim כפר זוהרים Kfir Brigade חטיבת כפיר Kfir Edri כפיר אדרי Kfir Golan כפיר גולן Kfoche/sandbox האגודה למדעי הפסיכולוגיה Kgalema Motlanthe קגאלמה מוטלנטה Kgsbot משתמש:Kgsbot KhTZ-16 טרקטור משוריין חרקוב Kha Х Khabab ח'בב Khabarovsk חברובסק Khabarovsk Krai חברובסק Khabur River חבור Khachapuri חצ'פורי Khachatur Abovian חצ'אטור אבוביאן Khadga Prasad Oli קאדגה פרסאד אולי Khadija bint Khuwaylid ח'דיג'ה Khadzhimurat Akkayev חאג'ימוראט אקאייב Khafajah חפג'ה Khafra חאפרו Khagan כגן Khagan Bek כגן בק Khaibar-1 M-302 Khairat el-Shater ח'יירת א-שאטר Khajuraho Group of Monuments קהג'וראהו Khakassia חקסיה Khaki חאקי Khakistocracy משטר צבאי Khaled שב ח'אלד Khaled Abdul-Wahab ח'אלד עבד אל-והאב Khaled Abu Toameh חאלד אבו טועמה Khaled Hosseini חאלד חוסייני Khaled Khalaila חאלד חלאילה Khaled Mardam-Bey ח'אלד מרדם-ביי Khaled Mashal ח'אלד משעל Khaled Mohieddin ח'אלד מוחי א-דין Khaled al-Asaad ח'אלד אל-אסעד Khaled al-Hassan ח'אלד אל-חסן Khalid Boulahrouz חאליד בולארוז Khalid Sheikh Mohammed ח'אלד שיח' מוחמד Khalid ibn al-Walid ח'אלד בן אל-וליד Khalid of Saudi Arabia מלך ערב הסעודית ח'אלד Khalida Jarrar טיוטה:חאלדה ג'ראר Khalidi Library ספריית ח'אלדיה Khalif Wyatt קאליף וייאט Khalifa International Tennis and Squash Complex מתחם הטניס הבינלאומי על שם ח'ליפה Khalifa Natour ח'ליפה נאטור Khalifa bin Hamad Al Thani ח'ליפה בן חמד אאל ת'אני Khalifa bin Salman Al Khalifa ח'ליפה בן סלמאן אאל ח'ליפה Khalifa bin Zayed Al Nahyan ח'ליפה בן זאיד אאל נהיאן Khalil חליל Khalil Raad ח'ליל ראעד Khalil al-Hibri ח'ליל אל-חיברי Khalil al-Sakakini ח'ליל א-סכאכיני Khalil al-Wazir אבו ג'יהאד Khalsa קהלסה Khami חאמי Khamis Mushait ח'מיס מושייט Khamsin חמסין Khamudi ח'מודי Khan חאן Khan Academy אקדמיית קהאן Khan Noonien Singh חאן נוניאן סינג Khan Shatyr Entertainment Center חאן שאטיר Khan Yunis ח'אן יונס Khan Yunis Governorate קטגוריה:נפת ח'אן יונס Khan Yunis Khuza'a ח'וזאעה Khan al-Umdan חאן אל-עומדאן Khanate חאנות Khanate of Kazan חאנות קאזאן Khanate of Khiva ח'אנות חיווה Khanate of Kokand ח'אנות קוקנד Khanate of Sibir חאנות סיביר Khanith ח'נית' Khanty-Mansi Autonomous Okrug חנטי ומנסי Khanty-Mansiysk חנטי-מנסיסק Khaosan Road רחוב קאו-סאן Kharagauli חרגאולי Kharagauli Municipality נפת חרגאולי Kharaj ח'ראג' Kharbatha al-Misbah ח'רבת אל-מצבאח Kharcho חרצ'ו Khardung La קרדונג-לה Kharg Island ח'ארג Kharijism קטגוריה:ח'וארג' Kharkiv חרקוב Kharkiv קטגוריה:חרקוב Kharkiv Metro הרכבת התחתית של חרקוב Kharkiv Oblast חרקוב Kharkiv Oblast קטגוריה:מחוז חרקוב Kharruba חרובה Khartoum חרטום Khartoum Resolution ועידת חרטום Khasab ח'סאב Khasavyurt חסוויורט Khasekhemwy חעא סח'מוי Khash חאשי Khashshum חשום Khashuri חאשורי Khashuri Municipality נפת חאשורי Khat קאת Khawaled ח'וואלד Khawarij ח'וארג' Khaybar ח'ייבר Khayreddin al-Ahdab ח'יר א-דין אל-אחדב Khazar Correspondence איגרת חסדאי אבן שפרוט אל מלך הכוזרים Khazar Lankaran Central Stadium אצטדיון לנקראן סיטי Khazar Lankaran FK חזר לנקראן Khazar language כוזרית Khazars ממלכת הכוזרים Khazars קטגוריה:ממלכת הכוזרים Khedive ח'דיו Khedivial Opera House בית האופרה הח'דיוי Khen Lampert חן למפרט Khen Shish חן שיש Khentii Province חנטי Khepri ח'פרי Kherson חרסון Kherson Oblast חרסון Kherson Oblast קטגוריה:מחוז חרסון Khertvisi חרתוויסי Khet חת Khet route ציר ה-ח' Khevsureti חבסורתי Khiam אל-ח'יאם Khiam detention center כלא אל-ח'יאם Khiloksky District חילוקסקי Khimki חימקי Khimki Forest יער חימקי Khinkali חינקלי Khirbat Al-Burj בורג' בנימינה Khirbat Jiddin מבצר יחיעם Khirbat al-Minya חורבת מנים Khirbat al-Sawamir אלסואמיר Khirbet Kerak תל בית ירח Khirbet Khizeh חרבת חזעה Khirbet Qeiyafa חורבת קייאפה Khirbet Susya סוסיא Khirbet Tibnah תמנת חרס Khirbet el-Qom חורבת אל כום Khirokitia כירוקיטיה Khislavichi חיסלוויצ'י Khitan ח'יתאן Khloé Kardashian קלואי קרדשיאן Khlysts חלסטים Khmeimim Air Base חמיימים Khmeli suneli חמלי סונלי Khmelnytsky Uprising מרד חמלניצקי Khmelnytskyi Oblast חמלניצקי Khmelnytskyi Oblast קטגוריה:מחוז חמלניצקי Khmelnytskyi Oblast Yampil יאמפיל Khmer Rouge קמר רוז' Khmer Rouge rule of Cambodia רצח העם בקמבודיה Khmer people חמר Khmilnyk חמילניק Khnum ח'נום Khobar Towers bombing הפיגוע במתחם חיילי ארצות הברית בחובאר Khobi חובי Khobi Municipality נפת חובי Khodadad Azizi חודאדאד עזיזי Khodoriv חודורוב Khodynka Tragedy אסון חודינקה Khoja Akhmet Yassawi קוז'ה אחמט יסאווי Khojaly District חוג'אלי Khojaly Massacre טבח חוג'אלי Khojavend District חוג'אבנד Khojavend Rayon חוג'אבנד Kholop חולופ Khomeyn ח'ומיין Khon Kaen קון קאן Khoni חוני Khoni Municipality נפת חוני Khonsu ח'ונסו Khoon Bhari Maang נישואים צמאי דם Khopesh ח'ופש Khorasan ח'וראסאן Khorasan group קבוצת ח'וראסאן Khorloogiin Choibalsan הורלוגין צ'ויבלסאן Khorostkiv חורוסטקוב Khortytsia חורטיצה Khorumi חורומי Khosrow I ח'וסרו הראשון Khosrow II ח'וסרו השני Khosrow and Shirin ח'וסרו ושירין Khotyn חוטין Khouloud Daibes חולוד דעיבס Khouri ח'ורי Khovd חובד Khovd Province חובד Khris Middleton כריס מידלטון Khrunichev State Research and Production Space Center מרכז חרוניצ'ב למחקר מדעי וייצור בתחום החלל Khrushchev Thaw ההפשרה של חרושצ'וב Khrushchyovka חרושצ'ובקה Khudaydatov חודיידטוב Khufu ח'ופו Khufu ship הספינה של ח'ופו Khulda ח'ולדה Khumba קומבה Khumra חומרא וקולא Khunjerab Pass מעבר חונג'ראב Khurais oil field שדה ח'ורייס Khurramites ח'רמיה Khust חוסט Khutbah ח'טבה Khuzestan Province ח'וזסתאן Khwarezm ח'ווארזם Khyber Pakhtunkhwa ח'ייבר פח'טונח'ווה Khyber Pass מעבר ח'ייבר Khyriv חירוב Khövsgöl Nuur אגם חובסגול Khövsgöl Province חובסגול Ki Tavo פרשת כי תבוא Ki Teitzei פרשת כי תצא Ki Tissa פרשת כי תשא Kia Motors קטגוריה:קיה Kia Motors קיה Kia Picanto קיה פיקנטו Kia Sorento קיה סורנטו Kiang קיאנג Kibaran orogeny האורוגנזה הקיבארית Kibbeh קובה Kibbo Kift קיבו קיפט Kibbutz קיבוץ Kibbutz Contemporary Dance Company להקת המחול הקיבוצית Kibbutz Movement התנועה הקיבוצית Kibbutz Movements secretaries קטגוריה:מזכירי התנועות הקיבוציות Kibbutz communal child rearing and collective education חינוך משותף Kibbutz crisis משבר הקיבוצים Kibbutz volunteer התנדבות בקיבוץ Kibbutzim קטגוריה:קיבוצים Kibbutzniks קטגוריה:אנשי הקיבוץ Kibroth Hattaavah קברות התאווה Kick בעיטה Kick 'em Jenny קיק אם ג'ני Kick Buttowski: Suburban Daredevil קיק Kick scooter קורקינט Kick-Ass קיק אס Kick-Ass 2 קיק אס 2 Kickapoo State Recreation Area פארק קיקפו Kickboxer קיקבוקסר Kickboxing קיקבוקס Kickers Offenbach players קטגוריה:כדורגלני קיקרס אופנבך Kickin' It בית ספר לאמנויות לחימה Kickstarter Kickstarter Kickxia עפעפית Kid קיד Kid A Kid A Kid Cudi קיד קאדי Kid Ory קיד אורי Kid vs. Kat קיד וקאט Kidd Video קיד וידאו Kiddush קידוש Kiddush Hashem קידוש השם Kiddush levana ברכת הלבנה Kidmat Tzvi קדמת צבי Kidnapped people קטגוריה:אישים שנחטפו Kidnapping חטיפה Kidnapping and murder of Mohammed Abu Khdeir רצח מוחמד אבו ח'דיר Kidnapping and murder of Nachshon Wachsman חטיפת נחשון וקסמן Kidnapping and murder of Nissim Toledano חטיפת נסים טולדנו ורציחתו Kidnapping in China חטיפות בסין Kidnapping of Jaycee Dugard חטיפת ג'ייסי לי דוגארד Kidnappings קטגוריה:חטיפות Kidney כליה Kidney diseases קטגוריה:הפרעות בכליות ובשופכנים Kidney failure אי-ספיקת כליות Kidney stone אבנים בכליות Kidney transplantation השתלת כליה Kido Takayoshi טקיושי קידו Kidron קדרון Kidron Valley נחל קדרון Kids' WB Kids' WB Kiefer Sutherland קיפר סאת'רלנד Kiel קטגוריה:קיל Kiel קיל Kiel Canal תעלת קיל Kiel mutiny מרד המלחים בקיל Kielbasa קילבסה Kielce קיילצה Kielce County Raków רקוב Kielce pogrom פוגרום קיילצה Kieran Culkin קיראן קולקין Kieran Gibbs קירן גיבס Kieran Richardson קיירן ריצ'רדסון Kieran Tierney קיראן טיירני Kieren Perkins קירן פרקינס Kiernozia קיירנוז'יה Kiev קטגוריה:קייב Kiev קייב Kiev Metro הרכבת התחתית של קייב Kiev Mother Motherland אמא מולדת Kiev Oblast קטגוריה:מחוז קייב Kiev Oblast קייב Kiev Pechersk Lavra לאוורת קייב-פצ'רסק Kiev Saint Sophia's Cathedral קתדרלת סופיה הקדושה Kiev pogrom הסופות בנגב Kievan Rus' קטגוריה:רוס של קייב Kievan Rus' רוס של קייב Kievian Letter מכתב קייב Kifl Haris כיפל חארת' Kigali קיגאלי Kigelia קיגליה מנוצה Kigoma קיגומה Kigoma Region קיגומה Kihelkonna Parish קיהלקונה Kihon קיהון Kii Channel מצר קיאי Kii Peninsula קיאי Kiichi Miyazawa קיאיצ'י מיזאווה Kijūrō Shidehara קיג'ורו שידהרה Kika קיקה Kikar HaShabbat כיכר השבת Kikar Hamedina כיכר המדינה Kikayon קיקיון Kiki Dee קיקי די Kiki Smith קיקי סמית Kiki's Delivery Service שירות המשלוחים של קיקי Kikinda קיקינדה Kiko קיקו Kiko Casilla קיקו קאסייה Kil'ayim כלאיים Kil'ayim מסכת כלאיים Kilamuwa Stela אסטלת כלמו Kildin Strait מצר קילדין Kiley קיילי Kili קילי Kilian von Steiner קיליאן פון שטיינר Kilimanjaro International Airport נמל התעופה הבינלאומי קילימנג'רו Kilimanjaro Safaris ספארי הקילימנג'ארו Kiliya קיליה Kilkis Skra סקרה Kill Kill Kill 'Em All Kill 'Em All Kill Bill להרוג את ביל Kill Bill: Volume 2 להרוג את ביל חלק 2 Kill Your Darlings הרוג את יקיריך Kill at Will Kill at Will Kill the DJ Kill the DJ Kill the Lights Kill the Lights Killer Croc קילר קרוק Killer Frost קילר פרוסט Killer sudoku סוק"ק Killer whale קטלן Killers Killers Killers קילרים Killidude/Sandbox/X1 דולפין האמזונאס Killidude/Sandbox/X2 טמרין מנומר Killing Floor Killing Floor Killing Floor כסף קטלני Killing Is My Business... and Business Is Good! Killing Is My Business... And Business Is Good! Killing Kasztner להרוג את קסטנר Killing Me Softly with His Song Killing Me Softly with His Song Killing form תבנית קילינג Killing of Peter Fechter פטר פכטר Killingjoke.JPG קובץ:Batman The Killing Joke.jpg Killswitch Engage Killswitch Engage Kilmarnock F.C. קילמרנוק Kilmarnock F.C. players קטגוריה:כדורגלני קילמרנוק Kilo קילו Kilo- תחיליות במערכת היחידות הבינלאומית#קילו Kilo-class submarine קילו Kilogram קילוגרם Kilometer zero קילומטר אפס Kilometre קילומטר Kilometre zero קילומטר אפס Kilometres per hour קילומטר לשעה Kilowatt hour ואט-שעה Kilowog קילווג Kilt קילט Kilwa Kisiwani קילווה קיסיוואני Kily González קילי גונסאלס Kim קים Kim Basinger קים בייסינגר Kim Bodnia קים בודניה Kim Borg קים בורג Kim Bum קים בום Kim Campbell קים קמפבל Kim Cattrall קים קטרל Kim Clijsters קים קלייסטרס Kim Coates קים קואטס Kim Collins קים קולינס Kim Dae-jung קים דה-ג'ונג Kim Deal קים דיל Kim Dotcom קים דוטקום Kim Hunter קים האנטר Kim Hyun-joong קים היון-ג'ונג Kim Il קים איל Kim Il-sung קים איל-סונג Kim Il-sung Square כיכר קים איל סונג Kim Jong-chul קים ז'ונג צ'ול Kim Jong-il קים ג'ונג-איל Kim Jong-un קים ג'ונג-און Kim Joon קים ג'ון Kim Kardashian קים קרדשיאן Kim Kielsen קים קילסן Kim Källström קים שלסטרם Kim Kötter קים קוטר Kim Lukas קים לוקאס Kim Min-seok קים מינסוק Kim Novak קים נובאק Kim Peek קים פיק Kim Philby קים פילבי Kim Possible קים פוסיבול Kim Raver קים רייבר Kim Seelbrede קים סילברד Kim Stanley קים סטנלי Kim Stanley Robinson קים סטנלי רובינסון Kim Sung-kyu קים סונגקיו Kim Thayil קים ת'איל Kim Ung-yong קים אונג-יונג Kim Wilde קים ויילד Kim Yong-nam קים יונג-נאם Kim Young-sam קים יונג סאם Kim Yuna קים יו-נה Kimarcus קימארקאס Kimba the White Lion קימבה האריה הלבן Kimberley קימברלי Kimberley Plan תוכנית קימברלי Kimberley Process Certification Scheme תהליך קימברלי Kimberlite קימברליט Kimberly Dos Ramos קימברלי דוס ראמוס Kimberly Kagan קימברלי קגן Kimberly Wyatt קימברלי ויאט Kimberly-Clark קימברלי קלארק Kimberlé Williams Crenshaw קימברלי קרנשו Kimbra קימברה Kimchi קימצ'י Kimhi קמחי Kimi Räikkönen קימי רייקונן Kimigayo המנון יפן Kimmel Eshkolot Architects קימל אשכולות אדריכלים Kimon Georgiev קימון גאורגייב Kimono קימונו Kimsooja קימסוג'ה Kimyestjolie משתמש:Kimyestjolie Kin selection ברירת שארים Kin-dza-dza! קין-דזה-דזה! Kinabalu Park הפארק הלאומי קינבאלו Kinahan Cornwallis קינאהאן קורנווליס Kinara קינרה Kinase קינאז Kind of Blue Kind of Blue Kind pie/sandbox Mother Mother Kinder קינדר Kinder Bueno קינדר בואנו Kinder Surprise ביצת קינדר Kindergarten גן ילדים Kindergarten Cop שוטר בגן ילדים Kindertotenlieder שירים על מות ילדים Kindertransport קינדר-טרנספורט Kindred Spirits הקרבה שברוח Kinect Kinect Kinematics קינמטיקה Kinesin קינזין Kinesiology קינסיולוגיה Kinetic art אמנות קינטית Kinetic energy אנרגיה קינטית Kinetic energy penetrator חודרן קינטי Kinetic theory of gases התאוריה הקינטית של הגזים Kinetochore קינטוכור Kinetoscope קינטוסקופ King מלך King קינג King Abdulaziz International Airport נמל התעופה הבינלאומי המלך עבד אל-עזיז King Abdullah המלך עבדאללה King Abdullah Bridge גשר עבדאללה King Abdullah Economic City העיר הכלכלית המלך עבדאללה King Abdullah University of Science and Technology אוניברסיטת המלך עבדאללה למדע וטכנולוגיה King Alfred Plan התוכנית של המלך אלפרד King Arthur המלך ארתור King Arthur Carrousel קרוסלת המלך ארתור King Baudouin Stadium אצטדיון המלך בודואן King Boxer אגרוף הברזל King Caged/Cashville Records יאנג באק King Camp Gillette קינג קמפ ג'ילט King Crimson קינג קרימזון King Crimson albums קטגוריה:אלבומי קינג קרימזון King Curtis קינג קרטיס King David המלך דוד King David Hotel מלון המלך דוד King David Hotel bombing פיצוץ מלון המלך דוד King Diamond King Diamond King Edward VII Land ארץ אדוארד השביעי King Elah אלה King Fahd Causeway גשר המלך פהד King Fahd International Airport נמל התעופה הבינלאומי המלך פהד King Fahd International Stadium האצטדיון הבינלאומי המלך פהד King Faisal Babes F.C. קינג פייסל בייבס King George המלך ג'ורג' King George Island אי המלך ג'ורג' King George Street רחוב המלך ג'ורג' King Hussein International Airport נמל התעופה הבינלאומי המלך חוסיין King Hussein's federation plan תוכנית הפדרציה King Island emu אמו אי המלך King James Version תרגום המלך ג'יימס King John המלך ג'ון King Khalid International Airport נמל התעופה הבינלאומי ריאד המלך ח'אלד King Kong קינג קונג King Lear המלך ליר King Matt the First המלך מתיא הראשון King Michael's Coup הפיכת 23 באוגוסט 1944 King Nothing King Nothing King Oliver ג'ו "קינג" אוליבר King Ottokar's Sceptre שרביטו של המלך אוטוקר King Ranch חוות קינג King Rat מלך עכברוש King Saud University אוניברסיטת המלך סעוד King Shark קינג שארק King Solomon's Mines מכרות המלך שלמה King Talal Dam סכר המלך טלאל King Triton's Carousel of the Sea קרוסלת המלך טריטון King and pawn versus king endgame סיומי רגלים King baboon spider קינג בבון King bird-of-paradise עדני מלכותי King cake עוגת המלך King cobra רב-פתן מלכותי King eider אדרית מלכותית King for a Day מלך ליום אחד King for a Day... Fool for a Lifetime King For A Day... Fool For a Lifetime King genet גחן מלכותי King of Denmark Abel מלך דנמרק אבל King of Denmark John מלך דנמרק הנס King of Denmark Niels מלך דנמרק נילס King of England John מלך אנגליה ג'ון King of England Stephen מלך אנגליה סטיבן King of Hungary Emeric מלך הונגריה אימרה הראשון King of Hungary Peter פטר אורסאולו King of Jerusalem Fulk פולק מאנז'ו King of Portugal Henry מלך פורטוגל אנריקה King of Saudi Arabia מלך ערב הסעודית King of Saxony George מלך סקסוניה גאורג King of Saxony bird-of-paradise עדני מלך סקסוניה King of Scotland Amlaíb מלך סקוטלנד אמלאיב King of Scotland Dub מלך סקוטלנד דאב King of Scotland Edgar מלך סקוטלנד אדגר King of Scotland Macbeth מלך סקוטלנד מקבת' King of Sicily Tancred מלך סיציליה טנקרד King of Sweden Adolf Frederick מלך שוודיה אדולף פרדריק King of Sweden Albert מלך שוודיה אלברכט King of the Hill המלך היל King of the Jews Jesus INRI King of the Lombards Liutprand ליותפראנד King of the Romanians מלך הרומנים King penguin פינגווין מלכותי King quail שליו סיני King vulture נשרון מלכותי King's African Rifles רובאי המלך האפריקנים King's Cross St. Pancras tube station תחנת הרכבת התחתית קינגס קרוס סיינט פנקראס King's Cross fire השריפה בקינגס קרוס King's Dale עמק שווה King's Gambit גמביט המלך King's Garden גן המלך King's German Legion הלגיון הגרמני של המלך King's Guard השומרים המלכותיים King's Highway דרך המלך King's Indian Defence הגנה הודית של המלך King's Quest מסע המלך King's Quest fan games מסע המלך King's shilling שילינג המלך Kingda Ka קינגדה קה Kingdom ממלכה Kingdom Hearts Kingdom Hearts Kingdom Hearts Birth by Sleep Kingdom Hearts Birth by Sleep Kingdom Hearts II Kingdom Hearts 2 Kingdom of Abkhazia ממלכת אבחזיה Kingdom of Aksum קיסרות אקסום Kingdom of Aragon ממלכת אראגון Kingdom of Araucanía and Patagonia ממלכת אראוקניה ופטגוניה Kingdom of Armenia ממלכת ארמניה העתיקה Kingdom of Asturias ממלכת אסטוריאס Kingdom of Bavaria ממלכת בוואריה Kingdom of Bohemia ממלכת בוהמיה Kingdom of Bosnia ממלכת בוסניה Kingdom of Bulgaria ממלכת בולגריה Kingdom of Castile ממלכת קסטיליה Kingdom of Commagene קומגנה Kingdom of Cyprus ממלכת קפריסין Kingdom of Cyprus קטגוריה:ממלכת קפריסין Kingdom of Dublin ממלכת דבלין Kingdom of East Anglia ממלכת מזרח אנגליה Kingdom of England ממלכת אנגליה Kingdom of Essex ממלכת אסקס Kingdom of France ממלכת צרפת Kingdom of Galicia ממלכת גליסיה Kingdom of Galicia–Volhynia נסיכות האליץ'-וולין Kingdom of Garo ממלכת גארו Kingdom of Georgia הממלכה הגאורגית המאוחדת Kingdom of Georgia קטגוריה:הממלכה הגאורגית המאוחדת Kingdom of Gera ממלכת גארה Kingdom of Gomma ממלכת גומה Kingdom of Great Britain ממלכת בריטניה הגדולה Kingdom of Greece ממלכת יוון Kingdom of Gumma ממלכת גאמה Kingdom of Gwynedd ממלכת גוויניד' Kingdom of Hanover ממלכת הנובר Kingdom of Hawaii ממלכת הוואי Kingdom of Hejaz ממלכת חג'אז Kingdom of Hejaz and Nejd ממלכת נג'ד וחג'אז Kingdom of Holland ממלכת הולנד Kingdom of Hungary ממלכת הונגריה Kingdom of Iberia איבריה הקווקזית Kingdom of Imereti ממלכת אימרתי Kingdom of Iraq בית המלוכה העיראקי Kingdom of Israel מלכות ישראל Kingdom of Israel ממלכת ישראל Kingdom of Israel ממלכת ישראל המאוחדת Kingdom of Italy ממלכת איטליה Kingdom of Janjero ממלכת ג'אנג'ארו Kingdom of Jerusalem ממלכת ירושלים Kingdom of Jerusalem קטגוריה:ממלכת ירושלים Kingdom of Jimma ממלכת ג'ימה Kingdom of Judah ממלכת יהודה Kingdom of Kaffa ממלכת קאפה Kingdom of Kakheti ממלכת קאחתי Kingdom of Kakheti-Hereti ממלכת קאחתי-הרתי Kingdom of Kartli-Kakheti כארתלי-קאחתי Kingdom of Kent ממלכת קנט Kingdom of Kongo ממלכת קונגו Kingdom of Kush ממלכת כוש Kingdom of Kush קטגוריה:כוש Kingdom of León ממלכת לאון Kingdom of Limmu-Ennarea לימו-אנריה Kingdom of Mysore ממלכת מייסור Kingdom of Naples ממלכת נאפולי Kingdom of Navarre ממלכת נווארה Kingdom of Northumbria ממלכת נורת'מבריה Kingdom of Poland ממלכת פולין Kingdom of Portugal ממלכת פורטוגל Kingdom of Powys ממלכת פוויס Kingdom of Romania ממלכת רומניה Kingdom of Saguenay ממלכת סאגנה Kingdom of Sardinia ממלכת סרדיניה Kingdom of Saxony ממלכת סקסוניה Kingdom of Scotland ממלכת סקוטלנד Kingdom of Semien ממלכת הגדעונים Kingdom of Serbia ממלכת סרביה Kingdom of Soissons ממלכת סואסון Kingdom of Sussex ממלכת סאסקס Kingdom of Sussex קטגוריה:ממלכת סאסקס Kingdom of Tungning ממלכת טונגנינג Kingdom of Westphalia ממלכת וסטפאליה Kingdom of Württemberg ממלכת וירטמברג Kingdom of Yugoslavia ממלכת יוגוסלביה Kingdom of the Burgundians הממלכה הבורגונדית Kingdom of the Kartvels טאו-קלארג'תי Kingdom of the Netherlands ממלכת ארצות השפלה Kingdom of the Two Sicilies ממלכת שתי הסיציליות Kingdoms of Wales קטגוריה:ממלכות ויילס Kingfisher שלדגיים Kingfisher Airlines קינגפישר איירליינס Kingfrogger666/sandbox דייוויד טננט Kingisepp קינגיספ Kingman קינגמן Kingman Reef שונית קינגמן Kingman's formula נוסחת קינגמן Kingpin קינגפין Kings Canyon National Park הפארק הלאומי קינגס קניון Kings City עיר המלכים Kings Go Forth מלכים הולכים קדימה Kings Langley קינגס לאנגלי Kings Langley Palace ארמון קינגס לאנגלי Kings in Greek mythology קטגוריה:מלכים מהמיתולוגיה היוונית Kings of Axum קטגוריה:שליטי אקסום Kings of Bavaria קטגוריה:מלכי בוואריה Kings of Dál Riata קטגוריה:מלכי דאל ריאטה Kings of Dál Riata תבנית:מלכי דאל ריאטה Kings of France קטגוריה:מלכי צרפת Kings of Georgia קטגוריה:מלכי הממלכה הגאורגית המאוחדת Kings of Hungary קטגוריה:מלכי הונגריה Kings of Imereti קטגוריה:ממלכת אימרתי Kings of Iraq קטגוריה:מלכי עיראק Kings of Israel ספר:מלכי יהודה וישראל Kings of Israel תבנית:מלכי ישראל Kings of Italy קטגוריה:מלכי איטליה Kings of Jerusalem קטגוריה:מלכי ממלכת ירושלים Kings of Jordan קטגוריה:מלכי ירדן Kings of Judah תבנית:מלכי יהודה Kings of Kakheti and Hereti קטגוריה:ממלכת קאחתי-הרתי Kings of Leon קטגוריה:קינגס אוף ליאון Kings of Leon קינגס אוף ליאון Kings of Lesotho קטגוריה:מלכי לסוטו Kings of Mari קטגוריה:מלכי מארי Kings of Morocco קטגוריה:מלכי מרוקו Kings of Prussia קטגוריה:מלכי פרוסיה Kings of Romania קטגוריה:משפחת המלוכה הרומנית Kings of Rome קטגוריה:מלכי רומא Kings of Saudi Arabia קטגוריה:מלכי ערב הסעודית Kings of Yamhad קטגוריה:מלכי ימחד Kings of ancient Israel קטגוריה:מלכי ישראל Kings of ancient Judah קטגוריה:מלכי יהודה Kings of the Road במהלך הזמן Kingsley קינגסלי Kingsley Amis קינגסלי אמיס Kingsley Coman קינגסלי קומאן Kingsman: The Secret Service קינגסמן: השירות החשאי Kingsmill massacre טבח קינגסמיל Kingston קינגסטון Kingston upon Hull האל Kingstown קינגסטאון King–Crane Commission ועדת קינג-קריין Kinkajou דביבון לופת Kinkaku-ji המקדש המוזהב Kinky Boots קינקי בוטס Kinley קינלי Kinmen Jincheng ג'ינצ'נג Kinneret כנרת Kinneret College המכללה האקדמית כנרת בעמק הירדן Kinneret Zmora-Bitan Dvir כנרת זמורה-ביתן דביר Kinney קיני Kinnim מסכת קינים Kinnot קינות לתשעה באב Kino קולנוע Kinor David פרס כינור דוד Kinosternidae צבים מבאישים Kinosternoidea קינוסטרנויים Kinsale קינסייל Kinsey Reports דוחות קינסי Kinsey scale דוחות קינסי#סולם קינסי Kinshasa קינשאסה Kinship שארות Kinship and descent קטגוריה:שארות ומוצא Kinski קינסקי Kinue Hitomi קינואה היטומי Kinyeti הר קיניאטי Kionga Triangle משולש קיונגה Kiosk קיוסק Kip Thorne קיפ תורן Kipchaks קטגוריה:קיפצ'קים Kipchaks in Georgia קיפצ'קים בגאורגיה Kipchoge Keino קיפצ'וגה קיינו Kipiani קיפיאני Kipkay Kip Kay Kipling קיפלינג Kipnis קיפניס Kipp's apparatus מכשיר קיפ Kippah כיפה Kippenheim קיפנהיים Kipper und Wipper קיפר אונד ויפר Kippi Ben Kippod קיפי בן קיפוד Kippi70 User:Kippi70 Kippumjo יחידות העונג Kippur כיפור Kipunji קיפונג'י Kir קיר Kir Royal קיר Kira Nerys קירה נריס Kiran Desai קירן דסאי Kirananils/Templates/FirefoxUser תבנית:משתמש פיירפוקס Kirananils/Templates/R C Patrol תבנית:משתמש מנטר Kirananils/Templates/RC Patrol תבנית:משתמש מנטר Kirananils/Templates/User WikiGnome תבנית:משתמש ויקיגמד Kirani James קיראני ג'יימס Kirby קירבי Kirby Buckets קירבי באקטס Kirchdorf an der Krems District קירכדורף אן דר קרמס Kirche Küche Kinder כנסייה מטבח ילדים Kirchhoff קירכהוף Kirchhoff's circuit laws חוקי קירכהוף Kirchhoff's theorem משפט קירכהוף Kirchner קירשנר Kirghiz Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הקירגיזית Kiri Te Kanawa קירי טה קאנאווה Kiriath-Jearim קריית יערים Kiribati קטגוריה:קיריבטי Kiribati קיריבטי Kiribati at the Olympics קיריבטי במשחקים האולימפיים Kiribati national football team נבחרת קיריבטי בכדורגל Kirill Kondrashin קיריל קונדראשין Kirill Lavrov קיריל לברוב Kirill Meretskov קיריל מרצקוב Kirill Moskalenko קיריל מוסקלנקו Kirill Petrenko קיריל פטרנקו Kirill Safonov קיריל ספונוב Kirill Shchelkin קיריל שצ'ולקין Kirin Cup גביע קירין Kirishitan קירישיטן Kiritimati קיריטימטי Kirk Douglas קירק דאגלס Kirk Hammett קירק האמט Kirk Hinrich קירק היינריך Kirk Penney קירק פני Kirkuk כירכוכ Kirkuk Citadel מצודת כירכוכ Kirkuk Governorate כירכוכ Kirkuk–Baniyas pipeline צינור הנפט כירכוכ-בניאס Kirkuk–Ceyhan Oil Pipeline צינור הנפט כירכוכ-ג'ייהאן Kirkwall קירקוול Kirlian photography צילום קירליאן Kiro Gligorov קירו גליגורוב Kirobo קירובו Kirot קירות Kirov Oblast קירוב Kirov Oblast Kirov קירוב Kirov Oblast Sovetsk סובטסק Kirov Plant מפעל קירוב Kirov Stadium אצטדיון קירוב Kirov-class battlecruiser סיירות המערכה מסדרת קירוב Kirovohrad קירובוגרד Kirovohrad Oblast קטגוריה:מחוז קירובוגרד Kirovohrad Oblast קירובוגרד Kirsan Ilyumzhinov קירסאן איליומז'ינוב Kirsch קירש Kirsch קירשווסר Kirschenbaum קירשנבאום Kirschsteinite קירששטייניט Kirshner קירשנר Kirsten Bakis קירסטן בקיס Kirsten Dunst קירסטן דנסט Kirsten Flagstad קירסטן פלגסטד Kirsten Flipkens קירסטן פליפקנס Kirsten Gillibrand קירסטן ג'יליברנד Kirstie Alley קירסטי אלי Kirsty Coventry קירסטי קובנטרי Kiruna קירונה Kirundi קירונדי Kirya Tower מגדל הקריה Kiryat Anavim קריית ענבים Kiryat Arba קריית ארבע Kiryat Ata קריית אתא Kiryat Atidim קריית עתידים Kiryat Belz קריית בעלז Kiryat Bialik קריית ביאליק Kiryat Ekron קריית עקרון Kiryat Eliezer קריית אליעזר Kiryat Eliezer Stadium אצטדיון קריית אליעזר Kiryat Gat קטגוריה:קריית גת Kiryat Gat קריית גת Kiryat Gat Railway Station תחנת הרכבת קריית גת Kiryat HaLeom קריית הלאום Kiryat HaMemshala קריית הממשלה Kiryat HaYovel קריית היובל Kiryat Haim קטגוריה:קריית חיים Kiryat Haim קריית חיים Kiryat Haim Railway Station תחנת הרכבת קריית חיים Kiryat Luza קריית לוזה Kiryat Malakhi קריית מלאכי Kiryat Mattersdorf קריית מטרסדורף Kiryat Menachem קריית מנחם Kiryat Menachem Begin קריית הממשלה Kiryat Menachem bus bombing הפיגוע בקו 20 בירושלים Kiryat Moshe קריית משה Kiryat Motzkin קריית מוצקין Kiryat Motzkin Railway Station תחנת הרכבת קריית מוצקין Kiryat Netafim קריית נטפים Kiryat Ono קריית אונו Kiryat Shalom קריית שלום Kiryat Shaul Cemetery בית העלמין קריית שאול Kiryat Shmona קריית שמונה Kiryat Shmona Airport שדה התעופה קריית שמונה Kiryat Shmona Municipal Stadium אצטדיון עירוני קריית שמונה Kiryat Shmona massacre הפיגוע בקריית שמונה Kiryat Shmuel קריית שמואל Kiryat Tiv'on קריית טבעון Kiryat Wolfson קריית וולפסון Kiryat Yam קריית ים Kiryat Ye'arim קריית יערים Kiryat Ye'arim Youth Village כפר הנוער קריית יערים Kiryati Brigade חטיבת קרייתי Király קיראי Kisch קיש Kish כיש Kish קיש אבי שאול Kishinev pogrom פרעות קישינב Kishka קישקע Kishkashta מה פתאום? Kishon קישון Kishon River נחל קישון Kishor כישור Kislev כסלו Kislev קטגוריה:כסלו Kislovodsk קיסלובודסק Kismayo קיסמאיו Kismet קיסמט Kiso Mountains הרי קיסו Kiso River קיסו Kisra-Sumei כסרא-סמיע Kiss Kiss Kiss נשיקה Kiss קיס Kiss It Better Kiss It Better Kiss nightclub fire השריפה במועדון קיס Kiss of the Dragon נשיקת הדרקון Kiss the Bride נשק את הכלה Kisse Rahamim yeshivah ישיבת כסא רחמים Kisses on the Bottom Kisses on the Bottom Kissing קטגוריה:נשיקות Kissufim כיסופים Kist people כיסטים Kisvárda קישווארדה Kiswah כסווה Kit Coleman קיט קולמן Kit Harington קיט הרינגטון Kit Lambert קיט למברט Kit Woolsey קיט וולסי Kit fox שועל מקרוטיס Kita כיתה Kitab al-I'tibar ניסיון חיי: זיכרונותיו של אביר מוסלמי Kitarō קיטארו Kitay-gorod קיטאי-גורוד Kitchen מטבח Kitchen קיצ'ן Kitchen Cabinet of Israel המטבח Kitchen Debate ויכוח המטבח Kitchen garden גינה קהילתית Kitchen knives קטגוריה:סכיני מטבח Kitchen stove כיריים Kitchen witch מכשפת מטבח Kitchenware קטגוריה:כלי עבודה במטבח Kite דלתון Kite עפיפון Kite aerial photography צילום בעזרת עפיפון Kite-Eating Tree העץ אוכל העפיפונים Kites עפיפונים Kitesurfing גלישת קיט Kitiara uth Matar קיטיארה אות-מאטר Kition כתיון Kitniyot איסור אכילת קטניות בפסח Kitos War מרד התפוצות Kitsch קיטש Kitsman קוצמן Kittel קיטל Kitti's hog-nosed bat עטלף דבורה Kittim כתים Kittiwake ריסה Kittty08/sandbox תא הרג טבעי Kitty Cats קיטי קט וחומי Kitty Genovese קיטי ג'נובזה Kitty Hart-Moxon קיטי הארט מוקסון Kitty Pryde שאדוקאט Kitzbühel קיצביל Kitzbühel District קיצביל Kitzis קיציס Kitáb-i-Aqdas אל-כתאב אל-אקדס Kivertsi קיברצי Kiviak קיוויאק Kiwa hirsuta סרטן היטי Kiwi קיווי Kiwi Black קיווי בלאק Kiwi shoe polish קובץ:Kiwilogo.jpg Kiwifruit קיווי Kiwix Kiwix Kiyonao Ichiki קיונאו איצ'יקי Kiyoo Wadati קיו ודאטי Kiyoshi Shiga קיושי שיגה Kiyoshi Yamashita קיושי ימשיטה Kiyosi Itô קיושי איטו Kiyotake Kawaguchi קיוטאקה קווגוצ'י Kiyotsugu Hirayama קיוצוגו היראיאמה Kiyoura Keigo קיואורה קייגו Kizhi Island קיז'י Kizzuwatna כיזוואתנה Kjell Askildsen של אסקילדסן Kjell Johansson קייל יוהנסון Kjerag שראג Kjetil André Aamodt קייטיל אנדרה אמודט Kjhassan/Jimbo Copy ג'ימי ויילס Kjonasson/sandbox גמישות פנוטיפית Kkrystian/Ganesha גנש Klaas Bakker קלאס באקר Klaas-Jan Huntelaar קלאס יאן הונטלאר Klabund אלפרד הנשקה Klaf קלף Klagenfurt קלגנפורט Klahim קלחים Klaipėda קלייפדה Klaipėda County מחוז קלייפדה Klaipėda County קטגוריה:מחוז קלייפדה Klaipėda District Municipality קלייפדה Klaksvík קלאקסוויק Klamath קלאמת Klamath Mountains הרי קלאמת Klamath River קלאמת Klamath people קלאמת Klangfarbenmelodie מוזיקת צבעי צליל Klara Hitler מוצאו של אדולף היטלר Klara Kedem קלרה קדם Klara Milch קלרה מילך Klas Pontus Arnoldson קלאס פונטוס ארנולדסון Klaus Allofs קלאוס אלופס Klaus Augenthaler קלאוס אאוגנטאלר Klaus Badelt קלאוס באדלט Klaus Barbie קלאוס ברבי Klaus Dibiasi קלאוס דיביאזי Klaus Ebner קלאוס אבנר Klaus Fichtel קלאוס פיכטל Klaus Fischer קלאוס פישר Klaus Fuchs קלאוס פוקס Klaus Iohannis קלאוס יוהאניס Klaus Kinski קלאוס קינסקי Klaus Mann קלאוס מאן Klaus Maria Brandauer קלאוס מריה ברנדאואר Klaus Meine קלאוס מיינה Klaus Nomi קלאוס נומי Klaus Regling קלאוס רגלינג Klaus Tennstedt קלאוס טנשטדט Klaus Toppmöller קלאוס טופמולר Klaus Voormann קלאוס פורמן Klaus Wowereit קלאוס ווברייט Klausen Synagogue הקלויז בפראג Klausenburg חסידות צאנז-קלויזנבורג Klausner קלאוזנר Klavdiya Boyarskikh קלבדיה בויארסקיך Klavdiya Shulzhenko קלבדיה שולז'נקו Klaw קלו Klay Thompson קליי תומפסון Kldekari קלדקארי Klebsiella pneumoniae Klebsiella pneumoniae Kleczew קלצ'ב Kleene's recursion theorem משפט הרקורסיה Kleenex קלינקס Kleiman קליימן Klein קליין Klein Bonaire קליין בונייר Klein Curaçao קליין קוראסאו Klein Fiescherhorn קליין פישרהורן Klein Grünhorn קליין גרינהורן Klein Lauteraarhorn קליין לאוטרארהורן Klein Matterhorn קליין מטרהורן Klein bottle בקבוק קליין Klein four-group חבורת הארבעה של קליין Kleiner Feigling קליינר פייגלינג Kleines Schreckhorn קליינס שרקהורן Kleine–Levin syndrome תסמונת קליין-לוין Klein–Gordon equation משוואת קליין-גורדון Kleist קלייסט Klemen Kocjancic משתמש:Klemen Kocjancic Klemens von Metternich קלמנס ונצל פון מטרניך Klement Gottwald קלמנט גוטוולד Klemi Saban קלמי סבן Kleptocracy קלפטוקרטיה Kleptomania קלפטומניה Kleroterion קלרוטריון Klesiv קלוסובה Kleszczele קלשצ'לה Kletsk קלצק Klevan קלוואן Klezmer כליזמר Klezmer קטגוריה:כליזמרים Klik קליק Klil כליל Klimavichy קלימוביץ' Kliment Boyadzhiev קלמנט בוידז'ייב Kliment Timiryazev קלימנט ארקדייביץ' טימיריאזב Kliment Voroshilov קלימנט וורושילוב Kliment Voroshilov tank KV Kliment of Tarnovo קלמנט טרנובסקי Klimenti Tsitaishvili קלימנטי ציטאישווילי Klinefelter syndrome תסמונת קליינפלטר Klinger קלינגר Klingon קלינגונים Klingon language קלינגונית Klingons קטגוריה:מסע בין כוכבים - קלינגונים Klintsy קלינצי Kliper קליפר Klipspringer צבי הסלעים Klondike קלונדייק Klondike Gold Rush הבהלה לזהב Klooga concentration camp מחנה הריכוז קלוגה Kloss's gibbon גיבון קלוס Klout Klout Kluane National Park and Reserve קלואן Kluger קלוגר Klute נערת הטלפון והבלש Klwów קלבוב Klymentiy Sheptytsky קלימנטי שפטיצקי Kmarinas86/Raëlism ראלים Kmehin כמהין Knaanic language לשון כנען Knanaya חנניה Knap of Howar נפ או'האואר Knapsack problem בעיית תרמיל הגב Knaster–Kuratowski–Mazurkiewicz lemma הלמה של קנסטר-קורטובסקי-מזורקביץ' Knattspyrnudeild Keflavík מועדון הכדורגל קפלוויק Knattspyrnufélag Reykjavíkur קיי. אר. רייקיאוויק Knedlik-Pod משתמש:Knedlik-Pod Knee ברך Knees and Toes Shoulders Head Knees and Toes Shoulders Head Knesiyat Hasekhel כנסיית השכל Knesses Chizkiyahu ישיבת כנסת חזקיהו Knesset הכנסת Knesset קטגוריה:הכנסת Knesset Channel ערוץ הכנסת Knesset Guard משמר הכנסת Knesset Menorah מנורת הכנסת Knesset templates קטגוריה:תבניות ניווט - הכנסת KnessetSpeakers תבנית:יושבי ראש הכנסת Knesseth Israel כנסת ישראל Knezha קנז'ה Knickerbocker glory ניקרבוקר גלורי Knickerbockers ניקרבוקרס Knife סכין Knife of Dreams סכין החלומות Knight אביר Knight נייט Knight פרש Knight Bachelor האביר הראשון Knight Rider אביר על גלגלים Knight and Day כמו יום ולילה Knight of the Swan אביר הברבור Knight's graph גרף פרש Knight's tour חידת מסע הפרש Knightalone.jpg קובץ:Batgirl Knightalone.jpg Knightlogo.png תמונה:Knightlogo.jpg Knights Bachelor קטגוריה:אבירות בריטית Knights Commander of the Order of the Bath קטגוריה:מסדר האמבט: אבירים וגבירות מפקדים Knights Commander of the Order of the British Empire קטגוריה:אבירים מפקדים במסדר האימפריה הבריטית Knights Commander of the Order of the Indian Empire קטגוריה:מסדר האימפריה ההודית: אבירים מפקדים Knights Commander of the Order of the Star of India קטגוריה:מסדר כוכב הודו: אבירים מפקדים Knights Companion of the Order of the Bath קטגוריה:מסדר האמבט: אבירים עמיתים Knights Grand Commander of the Order of the Indian Empire קטגוריה:מסדר האימפריה ההודית: אבירים מפקדים גבוהים Knights Grand Commander of the Order of the Star of India קטגוריה:מסדר כוכב הודו: אבירים מפקדים גבוהים Knights Grand Cross of the Order of the Bath קטגוריה:מסדר האמבט: אבירים וגבירות הצלב הגדול Knights Grand Cross of the Order of the British Empire קטגוריה:אבירי הצלב הגדול של מסדר האימפריה הבריטית Knights Hospitaller הוספיטלרים Knights Templar מסדר אבירי היכל שלמה Knights of Malta קטגוריה:אבירי מסדר מלטה Knights of St Patrick קטגוריה:מסדר פטריק הקדוש Knights of the Bath קטגוריה:מסדר האמבט: אבירים Knights of the Garter קטגוריה:מסדר הבירית: אבירים וגבירות Knights of the Order of Australia קטגוריה:מסדר אוסטרליה: אבירים וגבירות Knights of the Thistle קטגוריה:אבירים וגבירות של מסדר הדרדר Knightsbridge נייטסברידג' Knish קניש Knit cap כובע גרב Knitting סריגה Knives קטגוריה:סכינים Knob-billed duck ברווז הבליטה Knobbed hornbill קלאו אדום-ראש Knocked Up הדייט שתקע אותי Knockin' on Heaven's Door Knockin' on Heaven's Door Knocking on wood הקשה בעץ Knockout נוקאאוט Knol Knol Knoppix Knoppix Knossos קנוסוס Knot קשר Knot group חבורת הקשר Knot invariant שמורות של קשרים Knot theory קטגוריה:תורת הקשרים Knot theory תורת הקשרים Knots קטגוריה:קשרים Knots Landing נוטס לנדינג Know More User:Know More Know Nothing שאינם יודעים דבר Knowing הנבואה Knowledge ידע Knowledge Graph גרף הידע Knowledge argument החדר של מרי Knowledge encyclopædia אנציקלופדיה תרבות Knowledge gap hypothesis פער הידע Knowledge management ניהול ידע Knowledge management קטגוריה:ניהול ידע Knowledge representation and reasoning ייצוג ידע Knowledge society תרבות דיגיטלית Knowledge worker מידען Known-plaintext attack התקפת גלוי-ידוע Knox Martin נוקס מרטין Knucklebones חמש אבנים Knudsen number מספר קנודסן Knudson hypothesis השערת קנודסון Knulp קנולפ Knut קנוט Knut Hamsun קנוט האמסון Knuth Prize פרס קנות' Knuth Prize laureates קטגוריה:זוכי פרס קנות' Knutstorp Castle טירת קנוטסתורפ Knyaz קניאז Knyszyn קנישין Ko Lai Chak קו ליי צ'ק Ko Lanta District קו לנטה Ko Pha Ngan קו פה נגאן Ko Samet קו סאמט Ko Samui קו סמוי Ko Tao קו טאו Ko phyoe מכטרוניקה Koah HaKesef כוח הכסף - למיגור שלטון הבנקים Koah Lehashpi'a כח להשפיע Koala קואלה Koan קואן Koani קואני Koavf משתמש:Koavf Kob קובוס שחור רגל Kobanî כובאני Kobayashi Maru קוביאשי מארו Kobe קובה Kobe קטגוריה:קובה Kobe Bryant קובי בראיינט Kobe beef בשר בקר קובה Kober קובר Kobi Alexander קובי אלכסנדר Kobi Dajani קובי דג'אני Kobi Moyal קובי מויאל Kobi Musa קובי מוסא Kobi Oshrat קובי אשרת Kobi Oz קובי אוז Kobi Peretz קובי פרץ Kobi Refua קובי רפואה Koblenz קובלנץ Kobryn קוברין Kobuleti כובולתי Kobuleti Municipality נפת כובולתי Kobus קובוס Koca Sinan Pasha סינאן פאשה Kocatepe Mosque מסגד קוג'אטפה Koch קוך Koch family משפחת קוק Koch snowflake פתית השלג של קוך Koch's postulates העיקרים של קוך Kochakidze כוצ'אכידזה Kochanski קוחנסקי Kochi קוצ'י Kock קוצק Koda Kumi קומי קודה Kodak קודאק Kodashim סדר קדשים Kodeń קודן Kodi Kodi Kodiak קודיאק Kodiak bear דוב קודיאק Kodkod חתול קודקוד Kodo קודו Kodori קודורי Kodori River קודורי Kodori Valley קודורי Kodyma קודימה Kodály method שיטת קודאי Koebe quarter theorem משפט הרבע של קוב Koelreuteria bipinnata פנסית דו-נוצתית Koenigsegg קוניגסג Koettlitz Glacier קרחון קטליץ Kofer כופר Koffi Dan Kowa קופי דאנקווה Kofi Annan קופי אנאן Kofman קופמן Kofun period תקופת קופון Kogan כוגן Kogel mogel גוגל מוגל Kogiidae ראשתנים ננסיים Koh-i-Noor קוהינור Koh-i-Noor Hardtmuth קוהינור הארטמות' Kohelet Policy Forum פורום קהלת Kohen כהן Kohgiluyeh and Boyer-Ahmad Province כהגילויה ובויראחמד Kohl Children's Museum מוזיאון הילדים על שם קוהל Kohlberg קולברג Kohlrabi כרוב הקלח Kohut קוהוט Koi קוי Koichi Tohei קואיצ'י טוהיי Koidanov חסידות קוידנוב Koine Greek קוינה Koiné language שפת קוינה Koji Murofushi קוז'י מורופושי Kojiki קוג'יקי Kojori קוג'ורי Kok River קוק Koke קוקה Kokeshi קוקשי Kokhav כוכב Kokhav HaShahar כוכב השחר Kokhav HaTzafon כוכב הצפון Kokhav Michael כוכב מיכאל Kokhav Nolad כוכב נולד Kokhav Nolad קטגוריה:כוכב נולד Kokhav Nolad תבנית:כוכב נולד Kokhav Nolad contestants קטגוריה:מתחרי כוכב נולד Kokhav Nolad winners קטגוריה:זוכי כוכב נולד Kokhav Ya'akov כוכב יעקב Kokhav Ya'ir כוכב יאיר צור יגאל Kokkai Futoshi קוקאי Kokkola קוקולה Koklass pheasant פסיון קוקלאס Koko קוקו Kokoda Track שביל קוקודה Kokoda Track campaign קרב שביל קוקודה Kokopo קוקופו Kol BaRama רדיו קול ברמה Kol Bo כלבו Kol Chai רדיו קול חי Kol Ha'ir כל העיר Kol HaAm קול העם Kol HaTor קול התור Kol Nidre כל נדרי Kol Nidrei כל נדרי Kol Torah ישיבת קול תורה Kol Tsion HaLokhemet קול ציון הלוחמת Kol Yisrael קול ישראל Kola Peninsula חצי האי קולה Kola Superdeep Borehole קולה קידוח סופר-עמוק Kolam קולאם Kolašin קולאשין Kolb קולב Kolbe קולבה Kolbeinn Sigþórsson קולבאיין סיגבורסון Kolbotek כלבוטק Kolbotn Fotball קולבוטן Kolbuszowa קולבושובה Koldo קולדו Kolega2357 משתמש:Kolega2357 Kolel Chibas Yerushalayim כולל חבת ירושלים Koli Point action קרב קולי פוינט Kolinda Grabar-Kitarović קולינדה גרבר-קיטרוביץ' Kolindigo User:Kolindigo Kolindigo/Translation בת קול Koliva קוליבה Kolkata קולקטה Kolkata Victoria Memorial אנדרטת ויקטוריה Kolkhoz קולחוז Kolky קולקי Kollel כולל אברכים Kollel Chazon Ish כולל חזון איש Kollelim קטגוריה:כוללי אברכים Kolmanskop קולמנסקופ Kolmogorov complexity סיבוכיות קולמוגורוב Kolno קולנה Kolo Touré קולו טורה Kolokol קולוקול Kolomenskoye כנסיית העלייה לשמים בקולומנסקויה Kolomna קולומנה Kolomyia קולומיאה Kolossi Castle מבצר קולוסי Kolossos Rodou B.C. קולוסוס רודוס Kolozsvár Ghetto גטו קולוז'וואר Kolpik קולפיק Kolpinsky District רובע קולפינו Koltsevaya Line קו קולצביה Koltur קולטור Koluszki קולושקי Kolyma River קולימה Kolyu Ficheto קוליו פיצ'טו Koman90/userbox files/exact age תבנית:משתמש בוויקיפדיה Koman90/userbox files/exact age/doc תבנית:משתמש בוויקיפדיה Koman90/userbox files/flock תבנית:משתמש פיירפוקס Komancza Republic הרפובליקה הקומנצית Komar-class missile boat ספינות הטילים מסדרת קומאר Komarno חסידות קומרנה Komarov קומרוב Komarów-Osada קומארוב אוסאדה Komarówka Podlaska קומארובקה פודלאסקה Komatiite קומטיט Komatsu D575A קומטסו D575 Komatsu Limited קומטסו Kombank Arena בלגרד ארנה Kombucha פטריית תה Komeito מפלגת קומייטו החדשה Komemiyut קוממיות Komi קומי Komi Republic רפובליקת קומי Komodo קומודו Komodo National Park הפארק הלאומי קומודו Komodo dragon כוח ענק Komondor קומונדור Komotini קומוטיני Kompanii פלוגה Komsomol קומסומול Komsomolsk קומסומולסק Komsomolsk-on-Amur קומסומולסק על אמור Komuz קומוז Komzet קומזט Komárom-Esztergom County קומארום-אסטרגום Kon-Tiki expedition קון טיקי Kona Fearne/Sandbox סיסטם אוף א דאון Konami Konami Konditorei קונדיטוריה Kong Karls Land ארץ המלך קרל Kong Linghui קונג לינגחווי Konghou קונגהוא Kongo Central קונגו סנטרל Kongō Gumi קונגו גומי Kongō-class battlecruiser סיירות המערכה מסדרת קונגו Koniecpol קונייצפול Konin קונין Koningsdag יום המלכה Konkani language קונקאני Konkhra קונקרה Konotop קונוטופ Konovalov קונובלוב Konovalyuk Commission ועדת קונובאליוק Konqueror Konqueror Konrad Adenauer קונרד אדנאואר Konrad Adenauer Foundation קרן קונרד אדנאואר Konrad Bercovici קונרד ברקוביץ' Konrad Boehmer קונרד בהמר Konrad Czerniak קונרד צ'רניאק Konrad Emil Bloch קונרד אמיל בלוך Konrad Heiden קונרד היידן Konrad Henlein קונראד הנליין Konrad Lorenz קונראד לורנץ Konrad Pellikan קונרד פליקן Konrad Wolf קונרד וולף Konrad Zuse קונראד צוזה Konso הנוף התרבותי של קונסו Konstantin Beskov קונסטנטין בסקוב Konstantin Chernenko קונסטנטין צ'רניינקו Konstantin Feoktistov קונסטנטין פאוקטיסטוב Konstantin Khabensky קונסטנטין חבנסקי Konstantin Korovin קונסטנטין קורובין Konstantin Matusevich קונסטנטין מטוסביץ' Konstantin Mihailović קונסטנטין מיכאילוביץ' Konstantin Muraviev קונסטנטין מוראבייב Konstantin Novoselov קונסטנטין נובוסלוב Konstantin Paustovsky קונסטנטין פאוסטובסקי Konstantin Raikin קונסטנטין רייקין Konstantin Rokossovsky קונסטנטין רוקוסובסקי Konstantin Savitsky קונסטנטין סאוויצקי Konstantin Simonov קונסטנטין סימונוב Konstantin Stanislavsky קונסטנטין סטניסלבסקי Konstantin Stoilov קונסטנטין סטואילוב Konstantin Tsiolkovsky קונסטנטין ציאולקובסקי Konstantin Vygodchikov קונסטנטין ויגודציקוב Konstantin Zyryanov קונסטנטין זיריאנוב Konstantin von Kaufman קונסטנטין פון קאופמן Konstantin von Neurath קונסטנטין פון נויראט Konstantine Dadeshkeliani קונסטנטין דאדשכליאני Konstantinos Karamanlis קונסטנדינוס קרמנליס Konstantinos Mitroglou קונסטנטינוס מיטרוגלו Konstantinos Stephanopoulos קוסטנטינוס סטפנופולוס Konstanty Gorski קונסטנטי גורסקי Konstantynowo קונסטנטינובו Konstantynów Łódzki קונסטנטינוב לודז'קי Konstanz קונסטנץ Kontakt קונטקט Kontinental Hockey League KHL Kontinental Hockey League קטגוריה:ליגת ההוקי הקונטיננטלית Kony 2012 קוני 2012 Konya קוניה Konya Airport בסיס חיל האוויר בקוניה Konyaspor footballers קטגוריה:כדורגלני טורקו קוניאספור Konye-Urgench קנאורגנץ' Konzerthausorchester Berlin התזמורת הסימפונית של ברלין Koo Ja-cheol קו ג'ה-צ'אול Kookaburra קוקברה Kool G Rap קול ג'י ראפ Koolhaas קולהאס Kootenay National Park הפארק הלאומי קוטניי Kopala קופלה Kopelman קופלמן Koper קופר Kopi Luwak קופי לואק Kopis קופיס Koppa קופא Koprivshtitsa קופריבשטיצה Koprzywnica קופשיווניצה Kopust חסידות קאפוסט Kopychyntsi קופיצ'ינצה Kopys קופוסט Kora קורה Korabl-Sputnik 2 ספוטניק 5 Korach פרשת קרח Korah קורח Koraki משתמש:Koraki Koranit קורנית Korat קוראט Korath the Pursuer קוראת' הרודף Korazim כורזים Korban קורבן Korczak קורצ'אק Korczak's orphanages בית היתומים של יאנוש קורצ'אק Kord machine gun מקלע קורד Kordas משתמש:Kordas Kordofan giraffe ג'ירף קורדופן Kore קורה Korea קוריאה Korea קטגוריה:קוריאה Korea Aerospace Research Institute המכון הקוריאני לחקר התעופה והחלל Korea Open אליפות האנסול קוריאה הפתוחה Korea Strait מצר קוריאה Korea under Japanese rule הכיבוש היפני בקוריאה Koreaboo Koreaboo Korean Air קוריאן אייר Korean Air Flight 858 טיסה 858 של קוריאן אייר Korean Air Lines Flight 007 טיסה 007 של קוריאן אייר Korean Committee of Space Technology הוועדה הקוריאנית לטכנולוגיית חלל Korean Demilitarized Zone האזור המפורז הקוריאני Korean Peninsula חצי האי הקוריאני Korean People's Army הכוחות המזוינים העממיים של קוריאה הצפונית Korean War מלחמת קוריאה Korean War קטגוריה:מלחמת קוריאה Korean War Veterans Memorial אנדרטת מלחמת קוריאה Korean cuisine קטגוריה:המטבח הקוריאני Korean culture קטגוריה:קוריאה: תרבות Korean language קוריאנית Korean language קטגוריה:קוריאנית Korean musical groups קטגוריה:להקות קוריאניות Korean name תבנית:שם קוריאני Korean people קטגוריה:קוריאנים Korean reunification איחוד קוריאה Korean sportspeople קטגוריה:ספורטאים קוריאנים Korematsu United States פסק דין קורמאטסו נגד ארצות הברית Koren Publishers Jerusalem הוצאת קורן ירושלים Koren Type קורן Koresh כורש Korets קורץ Korfball קורפבול Korgone פיצוץ Kori bustard חוברה אפריקנית Koriki Jojima קוריקי ג'וג'ימה Kormesiy קורמסיי Korn Korn Korn קורן Korn קטגוריה:קורן Korn albums קטגוריה:אלבומי קורן Kornati קורנטי Kornel Makuszyński קורנל מקושינסקי Kornel Saláta קורנל סלאטה Kornelia Ender קורנליה אנדר Korney Chukovsky קורניי צ'וקובסקי Kornfeld קורנפלד Kornilov affair פרשת קורנילוב Kornél Havasi קורנל האוושי Koro תסמונת קורו Korona קורונה Korona Kielce קורונה קיילצה Koronis family משפחת קורוניס Koror קורור Korosten קורוסטן Korostyshiv קורוסטישיב Korpiklaani קורפיקלאני Korsakoff's syndrome תסמונת קורסקוף Korsun-Shevchenkivskyi קורסון Korteweg–de Vries equation משוואת קורטווג דה וריז Kortrijk קורטרייק Korvac קורבאק Koryaksky קוריאקסקי Koryū קוריו Korçë קורצ'ה Kos קוס Kosher animals סימני כשרות בבעלי חיים Kosher food קטגוריה:כשרות Kosher food certification organizations קטגוריה:גופי כשרות Kosher tax מס כשר Kosiv קוסוב Kosman קוסמן Kosmatomik משתמש:Kosmatomik Kosmoceratops קוסמוצרטופס Kosmos 557 קוסמוס 557 Kosmos 954 קוסמוס 954 Kosode קוסודה Kosov חסידות קוסוב Kosovan footballers קטגוריה:כדורגלנים קוסוברים Kosovan people קטגוריה:קוסוברים Kosovan sportspeople קטגוריה:ספורטאים קוסוברים Kosovo קוסובה Kosovo קוסובו Kosovo קטגוריה:קוסובו Kosovo Basketball Superleague ליגת העל הקוסוברית בכדורסל Kosovo Force כוח קוסובו Kosovo Liberation Army צבא שחרור קוסובו Kosovo Mitrovica מיטרוביצה Kosovo Police משטרת קוסובו Kosovo War מלחמת קוסובו Kosovo War קטגוריה:מלחמות קוסובו Kosovo at the Olympics קוסובו במשחקים האולימפיים Kosovo national football team נבחרת קוסובו בכדורגל Kosovophoenix/pristina פרישטינה Kosovorotka חולצה רוסית Kossel קוסל Kossou Dam סכר קוסו Kosta Koufos קוסטה קופוס Kosta Protić קוסטה פרוטיץ' Kostas Karamanlis קוסטס קרמנליס Kostas Katsouranis קוסטאס קאטסוראניס Kostas Stafylidis קוסטאס סטפילידיס Kostas Tsartsaris קוסטאס צרצריס Koste Seselwa המנון סיישל Kostinbrod קוסטינברוד Kostić קוסטיץ' Kostopil קוסטופיל Kostroma קוסטרומה Kostroma Oblast קוסטרומה Kosuke Kitajima קוסוקה קיטאג'ימה Kosów Lacki קוסוב לאצקי Kota Kinabalu קוטה קינבאלו Kote Marjanishvili קוטה מרג'נישווילי Kotel כותל Kothar-wa-Khasis כושר וחסיס Kotharat כושרות Kotka קוטקה Kotler קוטלר Kotlin Island קוטלין Koto קוטו Kotor קוטור Kotovsk קוטובסק Kotrag קוטראג Kotsk חסידות קוצק Kotz קוץ Koulourakia קולורקיה Kouprey קופראי Kouros קורוס Kourtney Kardashian קורטני קרדשיאן Kousa mahshi כוסא מחשי Koussevitzky קוסיביצקי Koutammakou קוטמאקו Kovel קובל Kovner קובנר Kovno Ghetto גטו קובנה Kovno Governorate פלך קובנה Kowal קובאל Kowale Pańskie קובלה פנסקיה Kowloon קאולון Kowloon City District קאולון סיטי Kowloon Masjid and Islamic Centre מסגד קאולון Kowloon Park פארק קאולון Kowloon–Canton Railway KCR Koy Sanjaq כוי סנג'ק Koyaanisqatsi הנבואה Kozhikode קוזי'קוד Kozhnitz חסידות קוז'ניץ Koziatyn קוזיאטין Koziatyn Raion Makhnivka מכנובקה Kozienice קוז'יניצה Kozloduy קוזלודוי Kozova קוזובה Kołaczyce קולאצ'יצה Kołbiel קולבייל Koło קולו Koło County Babiak באביאק Końskie קונסקיה Końskowola קונסקובולה Košice קושיצה Krabbe disease מחלת קראבה Kraft קראפט Kraft Foods קראפט Kraft Foods Inc קראפט Kraft's inequality אי-שוויון קראפט Kraftwerk קרפטוורק Kragujevac קרגוייבץ Krais of Russia מחוזות Krak des Chevaliers קראק דה שבלייה Krakatoa קרקטואה Kraken קראקן Kraken Opus קראקן אופוס Krakowskie Przedmieście קרקובסקה פשדמיישצ'ה Krakus קראק Kraków קטגוריה:קרקוב Kraków קרקוב Kraków Barbican ברביקן קרקוב Kraków Ghetto גטו קרקוב Kraków Ghetto קטגוריה:גטו קרקוב Kraków Ghetto inmates קטגוריה:אסירים בגטו קרקוב Kraków Old Synagogue בית הכנסת העתיק Kraków-Płaszów concentration camp פלאשוב Kraków-Płaszów concentration camp קטגוריה:פלאשוב Krakės קרוקי Kraljevo קרליובו Kramatorsk קראמטורסק Kramer קרמר Kramer vs. Kramer קרמר נגד קרמר Kramers–Kronig relations יחסי קרמרס-קרוניג Kramim כרמים Krang קראנג Kranj קראן Kranji War Memorial אנדרטת סינגפור Krannert Center for the Performing Arts מרכז קרנרט לאמנויות הבמה Krantz קרנץ Krapp's Last Tape הטייפ האחרון של קראפ Krasimir Balakov קרסימיר באלקוב Krasnaya Zvezda הכוכב האדום Krasnobród קראסנוברוד Krasnodar קרסנודאר Krasnodar Krai קטגוריה:מחוז קרסנודאר Krasnodar Krai קרסנודאר Krasnodar Krai Sochi Krasnaya Polyana קרסנאיה פוליאנה Krasnodon קרסנודון Krasnoilsk קרסנוילסק Krasnosielc קראסנושיילץ Krasnoyarsk קרסנויארסק Krasnoyarsk Krai קרסנויארסק Krasnyi Luch קרסני לוץ' Krasnystaw קרסניסטב Krasnystaw County Gorzków גוז'קוב Krassimir Atanassov קרסימיר אטנאסוב Krasukha EW System קראסוחה Kratos קראטוס Kraus קראוס Krause קראוזה Krav Maga קרב מגע Kraven the Hunter קרייבן הצייד Kray twins התאומים קריי Krayot הקריות Krayot קטגוריה:הקריות Krayot Central Bus Station מרכזית הקריות Krayzie Bone קרייזי בון Kraśniczyn קראשניצ'ין Kraśnik קרשניק Kražiai קרוז' Kreator קטגוריה:קריאייטור Kreator קריאייטור Kreator albums קטגוריה:אלבומי קריאייטור Krebs קרבס Kreecher User:Kreecher Krefeld קרפלד Krein קריין Krein–Milman theorem משפט קריין-מילמן Kreipet/sandbox רובין ואן פרסי Kreis קרייס Kreisau Circle חוג קרייזאו Krekenava קרקינובה Kremenchuk קרמנצ'וג Kremenets קרמניץ Kremlin קרמלין Kremlin Armoury נשקיית הקרמלין Kremlin Arsenal ארסנל הקרמלין Kremlin Cup קרמלין קאפ Kremlin Press Secretary דובר הקרמלין Kremlin Regiment משמר הקרמלין Kremlin Senate ארמון הסנאט Kremlin Wall Necropolis בית הקברות של חומת הקרמלין Kremlinology סובייטולוגיה Krems an der Donau קרמס Kreplach קרעפלאך Kresimir mus/sandbox ויטיליגו Krestovsky Stadium אצטדיון קרסטובסקי Kretinga District Municipality קרטינגה Kretshnif חסידות קרעטשניף Kreutzer קרויצר Kreutzer Sonata סונאטת קרויצר Kreuzberg קרויצברג Kreuzer קרויזר Kreuzlingen קרויצלינגן Kreva קרבו Krešimir Ćosić Cup גביע קרשימיר צ'וסיץ' Kri-kri קרי-קרי Kriegsmarine קטגוריה:קריגסמרינה Kriegsmarine קריגסמרינה Kriegsmarine admirals קטגוריה:אדמירלים בקריגסמרינה Kriegsmarine personnel קטגוריה:אנשי הקריגסמרינה Krill קרילאים Krim קרים Krimzenfan1/Krimzen KRIMZEN Krinsky קרינסקי Kriophoros נושא העגל Kris Allen קריס אלן Kris Dunn כריס דאן Kris Humphries כריס האמפריז Kris Jenner קריס ג'נר Kris Kristofferson קריס קריסטופרסון Kris Marshall קריס מרשל Krishna קרישנה Krishna Levy קרישנה לוי Krishnaswami Alladi קרישנאסוואמי אלאדי Krist Novoselic קריסט נובוסליץ' Kristallnacht ליל הבדולח Kristanna Loken קריסטנה לוקן Kristaps Porziņģis קריסטפס פורזינגיס Kristen Anderson-Lopez קריסטן אנדרסון-לופז Kristen Bell קריסטן בל Kristen Stewart קריסטן סטיוארט Kristen Wiig קריסטן ויג Kristi Noem קריסטי נואם Kristi Yamaguchi קריסטי ימאגוצ'י Kristian Larsen משתמש:Русские идут! Kristian Nairn כריסטיאן ניירן Kristian Prestrud קריסטיאן פרסטרוד Kristian Thulesen Dahl כריסטיאן טולסן דאהל Kristian Vigenin כריסטיאן ויגנין Kristiansand קריסטיאנסנד Kristin Chenoweth קריסטין צ'נוות' Kristin Davis קריסטין דייוויס Kristin Harmel קריסטין הרמל Kristin Kreuk קריסטין קרוק Kristin Otto קריסטין אוטו Kristin Scott Thomas קריסטין סקוט-תומאס Kristina Bach קריסטינה באך Kristina Wayborn קריסטינה וייבורן Kristine Lilly קריסטין לילי Kristinia DeBarge קריסטינה דבארג' Kristjan Järvi כריסטיאן ירווי Kristján Eldjárn כריסטיאן אלדיארן Kristoffer Ajer כריסטופר אייר Kristol קריסטול Kristy McNichol כריסטי מקניקול Krisztina Egerszegi קריסטינה אגרסגי Krisztián Pars כריסטיאן פארש Krita Krita Krk קרק Krobertj פינק פלויד Kroger קרוגר Krogh's principle עקרון קרוג Krokodil קרוקודיל Kroll Opera House קרולאופר Krompachy קרומפכי Kroměříž Castle ארמון הארכיבישוף בקרומייז'יז' Krona קרונה KronaJLAZ2.png קובץ:Krona JLAZ2.png Kronborg טירת קרונבורג Kronecker delta הדלתא של קרונקר Kronecker–Weber theorem משפט קרונקר-ובר Kronos Quartet רביעיית קרונוס Kronosaurus קרונוזאור Kronstadt קרונשטט Kronstadt rebellion מרד קרונשטט Krosno קרוסנו Krovim Krovim קרובים קרובים Krośniewice קרושנייוויצה Krubera Cave וורוניה Kruger קרוגר Kruger National Park הפארק הלאומי קרוגר Kruger telegram מברק קרוגר Krujë קרויה Krull dimension ממד קרול Krull's principal ideal theorem משפט האידיאל הראשי Krum קרום Krupnik קרופניק Krupp משפחת קרופ Krupp 7.5 cm Model 1903 תותח קרופ 75 Krupp Trial משפט קרופ Krusenstern Strait מצר קרוזנשטרן Kruskal's algorithm האלגוריתם של קרוסקל Krusty the Clown קראסטי הליצן Kruzenshtern & Parohod קרוזנשטרן ופארוחוד Kruševac קרושבץ Krychaw קריצ'ב Krylov קרילוב Krylya Sovetov Moscow קריליה סובייטוב מוסקבה Krymchaks קרימצ'קים Krymsky Bridge גשר קרים Krynica-Zdrój קריניצה זדרוי Krynki קרינקי Krynn קרין Krypton קריפטון Kryptonite קריפטונייט Kryptonite poisoning.jpg קובץ:Metallo.jpg Kryptopterus bicirrhis חתול זכוכית Krysten Ritter קריסטין ריטר Krystian Lupa קריסטיאן לופא Krystian Zimerman כריסטיאן צימרמן Kryve Ozero קריבה אוזרו Kryvyi Rih קריבי ריה Kryzhopil קריז'ופיל Krzepice קשפיצה Krzysztof Kieślowski קז'ישטוף קישלובסקי Krzysztof Mączyński קז'ישטוף מונצ'ינסקי Krzysztof Penderecki קז'ישטוף פנדרצקי Krzysztof Urbanski קז'ישטוף אורבנסקי Krzysztof Warlikowski קז'ישטוף ורליקובסקי Krówki קרובקה Krško קרשקו Ksalon כסלון Ksar קסר Ksar el-Kebir אל-קסר אל-כביר Ksar es-Seghir אל קאסר אס-סגיר Ksenia Svetlova קסניה סבטלובה Kshama Sawant קשאמה סוואנט Ksi Ѯ Książ Wielki קשיונז ויילקי Ktav Stam תפילין ומזוזות כתיבת ספרי תורה Ktiv hasar niqqud כתיב חסר ניקוד Ktsarim קצרים Ktzat Acheret קצת אחרת Ktzi'ot Prison בית סוהר קציעות Ku Hye-sun קו הי-סן Ku Klux Klan קו קלוקס קלאן Ku Klux Klan members קטגוריה:חברי הקו קלוקס קלאן Ku band Ku-band Kuajok קוג'וק Kuala Belait קואלה בלייט Kuala Lumpur קואלה לומפור Kuala Lumpur קטגוריה:קואלה לומפור Kuala Lumpur International Airport נמל התעופה הבינלאומי של קואלה לומפור Kuala Lumpur Tower מגדל מנרה קואלה לומפור Kubaba קוג-באו Kuban קובאן Kuban קובן Kuban Stadium אצטדיון קובאן Kuber קובר Kubla Khan קובלא חאן Kublai Khan קובלאי חאן Kubrat קובראט Kubuntu קובונטו Kubutz and Shuruk קובוץ ושורוק Kuching קוצ'ינג Kuchinoerabu-jima קוצ'ינוארבו-ג'ימה Kudirkos Naumiestis קודירקוס נאומייסטיס Kudret abi/Sandbox/Sandbox2 אינגריד ברגמן Kudret abi/Sandbox/Sandbox3 ג'ודי פוסטר Kudu קודו Kudurru כודורו Kufa כופה Kufic כתב כופי Kufra אל-כופרה Kufstein קופשטיין Kufstein District קופשטיין Kugel קוגל Kuhl's pipistrelle עטלפון לבן-שוליים Kuhn's theorem משפט קון Kuiper belt חגורת קויפר Kujawy קויאוויה Kuk Swamp ביצת קוק Kukhleh כוחלה Kukryniksy קוקריניקסי Kukës קוקס Kul al-Arab כל אל-ערב Kula ring טבעת הקולה Kulak קולאק Kulanu כולנו בראשות משה כחלון Kulanu politicians קטגוריה:פעילי כולנו Kulap קולאפ Kulashi קולאשי Kule kidz gråter ikke טיוטה:Kule kidz gåtar ikke Kulhudhuffushi קולחודופושי Kullassina-bel קולסינה-בל Kulturforum קולטורפורום Kumamoto Prefecture קוממוטו Kumanovo קומאנובו Kumar קומר Kumari קומארי Kumbaya קומביה Kumbh Mela קומבה מלה Kuminho User:Kuminho Kumis קומיס Kumquat קומקוואט Kumsusan Palace of the Sun ארמון קומסוסאן Kumyks קומיקים Kumzits קומזיץ Kun-Woo Paik קון-וו פאק Kunal Nayyar קונאל נייאר Kunashir Island קונשיר Kunbarrasaurus קנברזאורוס Kundalini קונדליני Kundiawa קונדיאבה Kunekune קוני-קוני Kunene Region קוננה Kung Fu Panda קונג פו פנדה Kung Fu Panda קטגוריה:קונג פו פנדה Kung Fu Panda 2 קונג פו פנדה 2 Kung Fu Panda 3 קונג פו פנדה 3 Kung Fu Panda: Legends of Awesomeness קונג פו פנדה: אגדת המגניבות Kung Fu Records קונג פו Kung Fury קונג פיורי Kung fu קונג פו Kuniaki Koiso קוניאקי קויסו Kunihiko Kasahara קוניהיקו קאסאהארה Kunihiko Kodaira קוניהיקו קודאירה Kunlun Mountains הרי קונלון Kunmadaras pogrom פרעות ביהודי הונגריה בשנת 1946 Kunming קונמינג Kuno von Steuben קונו פון שטויבן Kuno-Hans von Both קונו-הנס פון בות Kunoy קונוי Kunsthaus Graz קונסטהאוס גראץ Kunsthaus Tacheles בית האמנות תכלס Kunsthistorisches Museum המוזיאון לתולדות האמנות Kunta Kinteh Island ג'יימס איילנד Kuntillet Ajrud כונתילת עג'רוד Kunya כוניה Kunów קונוב Kuodi Zhi תיעוד סובב ארץ Kuomintang קוומינטנג Kuopio קופיו Kuopion Palloseura קופס Kuopion Palloseura players קטגוריה:כדורגלני קופס Kupat Holim Meuhedet קופת חולים מאוחדת Kupferstichkabinett Berlin קופפרשטיך-קבינט ברלין Kupiansk קופיאנסק Kupiškis קופישקיס Kupiškis District Municipality קופישקיס Kura River קורה Kurban Berdyev גורבן ברדייב Kurdish Jews קטגוריה:יהודים כורדים Kurdish languages כורדית Kurdish people קטגוריה:כורדים Kurdish politicians קטגוריה:פוליטיקאים כורדים Kurdish separatism in Iran בדלנות כורדית באיראן Kurdish singers קטגוריה:זמרים כורדים Kurdistan כורדיסטן Kurdistan קטגוריה:כורדיסטן Kurdistan Democratic Party המפלגה הדמוקרטית הכורדית Kurdistan Province כורדסתאן Kurdistan Regional Government הממשלה האזורית של כורדיסטן Kurdistan Workers' Party מפלגת הפועלים של כורדיסטן Kurdistan Workers' Party קטגוריה:מפלגת הפועלים של כורדיסטן Kurds כורדים Kurds in Turkey הכורדים בטורקיה Kure Naval Arsenal מספנת הצי בקורה Kuressaare קורסארה Kurfürstendamm קורפירסטנדאם Kurgan קורגן Kurgan Oblast קורגן Kurgan hypothesis ההיפותזה הקורגנית Kuril Islands האיים הקוריליים Kuril Islands קטגוריה:האיים הקוריליים Kurilian Bobtail בובטייל קורילי Kuril–Kamchatka Trench שקע קוריל-קמצ'טקה Kurkar כורכר Kurkh Monoliths המונולית מכורח Kuroda Kiyotaka קורודה קיוטאקה Kuromasu קורומסו Kurortny District רובע הנופש Kurosh problem בעיית קורוש Kuroshio Current זרם קורושיו Kursk קורסק Kursk Nuclear Power Plant תחנת הכוח הגרעינית קורסק Kursk Oblast קורסק Kursk submarine disaster טביעת הצוללת הרוסית קורסק Kurt קורט Kurt Alder קורט אלדר Kurt Angle קורט אנגל Kurt Becher קורט בכר Kurt Blome קורט בלומה Kurt Blumenfeld קורט בלומנפלד Kurt Bolender קורט בולנדר Kurt Cobain קורט קוביין Kurt Daluege קורט דליגה Kurt Eisner קורט אייזנר Kurt Elling קורט אלינג Kurt Epstein קורט אפשטיין Kurt Franz קורט פרנץ Kurt Fuller קורט פולר Kurt Georg Kiesinger קורט גאורג קיזינגר Kurt Gerron קורט גרון Kurt Gerstein קורט גרשטיין Kurt Goldstein קורט גולדשטיין Kurt Grote קורט גרוט Kurt Gödel קורט גדל Kurt Hamrin קורט האמרין Kurt Heinrich Sethe קורט זתה Kurt Herbert Adler קורט הרברט אדלר Kurt Hiller קורט הילר Kurt Huber קורט הובר Kurt Hummel קורט האמל Kurt Landauer קורט לנדאואר Kurt Lingens קורט לינגנס Kurt Lischka קורט לישקה Kurt Martti Wallenius קורט וליניוס Kurt Masur קורט מאזור Kurt Niedermayer קורט נידרמאייר Kurt Reinhard קורט ריינהרד Kurt Russell קורט ראסל Kurt Sanderling קורט זנדרלינג Kurt Schuschnigg קורט שושניג Kurt Schwitters קורט שוויטרס Kurt Seyit ve Şura שורה וסאיט Kurt Student קורט שטודנט Kurt Tank קורט טאנק Kurt Tucholsky קורט טוכולסקי Kurt Vile קורט וייל Kurt Vonnegut קורט וונגוט Kurt Wagner קורט וגנר Kurt Waldheim קורט ולדהיים Kurt Wallander קורט וולנדר Kurt Weill קורט וייל Kurt Westergaard קורט ווסטרגארד Kurt Zeitzler קורט צייטצלר Kurt Zouma קורט זומה Kurt von Hammerstein-Equord קורט פון המרשטיין-אקוורד Kurt von Schleicher קורט פון שלייכר Kurt von Tippelskirch קורט פון טיפלסקירך Kurt von der Chevallerie קורט פון דר שבאלרי Kurta כורתה Kurtosis גבנוניות Kurtwood Smith קורטווד סמית' Kurtz קורץ Kuru מחלת קורו Kuru קורו Kurultai קורילטאי Kurupt קורופט Kuruş קורוש Kurzweil קורצוויל Kurzweil Educational Systems Kurzweil Educational Systems Kurów קורוב Kuršėnai קורשן Kusch קוש Kuseife כסייפה Kush כוש Kushan Empire אימפריית קושאן Kushari קושארי Kushner קושנר Kushnir קושניר Kussmaul's sign סימן קוסמאול Kusudama קוסודמה Kusuo Kitamura קוסו קיטאמורה Kuta קוטה Kutaisi כותאיסי Kutaisi קטגוריה:כותאיסי Kutaisi Governorate פלך כותאיסי Kutha כותה Kutiman קותימן Kutno קוטנו Kutno County Dąbrowice דומברוביצה Kutná Hora קוטנה הורה Kutná Hora St. Barbara's Church כנסיית סנט ברברה Kuty קוטי Kuupik Kleist קופיק קלייסט Kuusamo קוסאמו Kuwait כווית Kuwait קטגוריה:כווית Kuwait Airways כווית איירווייז Kuwait City כווית סיטי Kuwait at the Olympics כווית במשחקים האולימפיים Kuwait at the Paralympics כווית במשחקים הפאראלימפיים Kuwait national basketball team נבחרת כווית בכדורסל Kuwait national football team נבחרת כווית בכדורגל Kuwait national football team managers קטגוריה:מאמני נבחרת כווית בכדורגל Kuwaiti Premier League ליגת העל הכוויתית Kuwaiti dinar דינר כוויתי Kuwaiti people קטגוריה:כוויתים Kuwaiti politicians קטגוריה:פוליטיקאים כוויתים Kuyavian-Pomeranian Voivodeship קויאוויה-פומרניה Kuybyshev קויבישב Kuzari הכוזרי Kuzey Güney קוזיי גוניי Kuzmir חסידות קוזמיר Kuznets curve עקומת קוזנץ Kuznetsov קוזנצוב Kvareli קווארלי Kvarken ארכיפלג קווארקן Kvarner Gulf מפרץ קוורנר Kvasir קבסיר Kvass קוואס Kvemo Kartli כארתלי תחתית Kvirike III of Kakheti קוויריקה השלישי הגדול Kvirike IV of Kakheti מלך קאחתי קוויריקה הרביעי Kvitel קוויטל Kvutza קבוצה Kvutzat Kinneret קבוצת כנרת Kvutzat Shiller קבוצת שילר Kvutzat Yavne קבוצת יבנה Kvėdarna קווידרנה KwaNdebele קוואנדבלה KwaZulu קוואזולו KwaZulu-Natal קוואזולו-נטאל KwaZulu-Natal קטגוריה:קוואזולו נטאל Kwacha קוואצ'ה Kwadwo Asamoah קוואדוו אסמואה Kwai Tsing District קוואי צינג Kwajalein Atoll קווג'לין Kwame Brown קוואמי בראון Kwame Nkrumah קוואמה נקרומה Kwangmyŏngsŏng-1 קוואנגמיונגסונג 1 Kwangmyŏngsŏng-3 קוואנגמיונגסונג 3 Kwantung Army צבא קוואנטונג Kwanzaa קוואנזה Kwanzaa קטגוריה:קוואנזה Kwjbot משתמש:Kwjbot Kwun Tong District קוון טונג Kyanite קיאניט Kygo קייגו Kyiv International Airport נמל התעופה הבינלאומי קייב ג'וליאני Kyiv Medical University of UAFM האוניברסיטה הרפואית בקייב Kyle קייל Kyle Broflovski קייל ברופלובסקי Kyle Chandler קייל צ'אנדלר Kyle Hines קייל היינס Kyle Korver קייל קורבר Kyle Lafferty קייל לאפרטי Kyle Lowry קייל לאורי Kyle MacLachlan קייל מקלכלן Kyle Rayner קייל ריינר Kyle Richards קייל ריצ'רדס Kyle Walker קייל ווקר Kyle XY קייל XY KyleXYtitle.jpg קובץ:KyleXYtitle.jpg Kylemore Abbey מנזר קיילמור Kyleoja/my article topic שינה זעירה Kylie Jenner קיילי ג'נר Kylie Minogue קיילי מינוג Kylin Kylin Kylix קיליקס Kylo Ren קיילו רן Kynikos משתמש:Kynikos Kyoko Iwasaki קיוקו איוואסאקי Kyokokm0226/sandbox ???? ???? Kyokushin קיוקושינקאי Kyota Sugimoto קיוטה סוגימוטו Kyoto קיוטו Kyoto תבנית:ערי מחוז קיוטו Kyoto Ayabe איאבה Kyoto Fukuchiyama פוקושיאמה Kyoto Prefecture קיוטו Kyoto Prize פרס קיוטו Kyoto Protocol פרוטוקול קיוטו Kyoto University אוניברסיטת קיוטו Kyphosis עקשת Kyra Sedgwick קירה סדג'וויק KyraVixen/Userboxes/browser:PrefersFirefox תבנית:משתמש פיירפוקס Kyrenia קירניה Kyrenia Mountains הרי קירניה Kyrenia ship הספינה העתיקה מקירניה Kyrgyz Revolution of 2010 ההפיכה העממית בקירגיזסטן Kyrgyz language קירגיזית Kyrgyzstan קטגוריה:קירגיזסטן Kyrgyzstan קירגיזסטן Kyrgyzstan Kant קאנט Kyrgyzstan Talas טלס Kyrgyzstan at the Olympics קירגיזסטן במשחקים האולימפיים Kyrgyzstan at the Paralympics קירגיזסטן במשחקים הפאראלימפיים Kyrgyzstan national basketball team נבחרת קירגיזסטן בכדורסל Kyrgyzstan national football team נבחרת קירגיזסטן בכדורגל Kyrgyzstani people קטגוריה:קירגיזים Kyrgyzstani politicians קטגוריה:פוליטיקאים קירגיזים Kyriakos Ioannou קיריאקוס יואנו Kyriarchy קיריארכיה Kyrie קיריה Kyrie Irving קיירי אירווינג Kyrinsky District קירינסקי Kyrion II of Georgia קיריון השני Kyros סיירוס Kythnos קיתנוס Kyu Sakamoto קיו סקמוטו Kyung-wha Chung קיונג-וה צ'ונג Kyushu קיושו Kyushu region קטגוריה:קיושו Kyustendil קיוסטנדיל Kyustendil Province קיוסטנדיל Kyzyl קיזיל Kyzylkum Desert קיזיל קום Kyūdō קיודו Kzarim logo.JPG תמונה:Kzarim logo.jpg Kádár קאדאר Kálmán קלמן Kálmán Ferenczfalvi קלמן פרנצפלבי Kálmán Mikszáth קלמן מיקסאט Kálmán Széll קלמן סל Kálmán Tisza קלמן טיסה Kármán line קו קרמן Kármán vortex street שדרת הערבולים של פון קרמן Károly קארוי Károly Güttler קארוי גיטלר Károly Kárpáti קארוי קרפטי Károly Pap קארוי פאפ Károly Sterk קרולי שטרק Károly Szabó קארוי סאבו Kátia Cilene Teixeira קאטיה Kâzım Karabekir מוסה קזם קראבקיר Käina Parish קיינה Kärdla קרדלה Kärla Parish קארלה Käthe Kollwitz קתה קולוויץ Kåre Kristiansen קורה כריסטיאנסן Kópavogur קואופווגיר Kõrgessaare Parish קורגסארה Köbi Kuhn קובי קון Köchel catalogue רשימת קכל Köhler's Medicinal Plants צמחי המרפא של קולר Köln 99ers players קטגוריה:כדורסלני קלן Köln Hauptbahnhof קלן האופטבאנהוף König קניג König Alfons der Viertelvorzwölfte משתמש:אלפונס המלך König's lemma הלמה של קניג König's theorem משפט קניג König-class battleship אוניות המערכה מסדרת קניג Königs Wusterhausen קניגס ווסטרהאוזן Königstein Fortress מבצר קניגשטיין Köppen תבנית:קופן Köppen climate classification שיטת קפן Köprülü Mehmed Pasha קפרילי מהמט פאשה Kösem Sultan קסם סולטאן Köthe conjecture השערת קתה Köthen קטן Kübler-Ross model מודל קובלר-רוס Kültepe קילטפה Kürtőskalács קורטוש Kālidāsa קאלידאסה Kārlis Bētiņš קרליס בטינס Kārlis Ulmanis קרליס אולמניס Kārsava קרסאווה Kėdainiai קדאייני Kėdainiai District Municipality קדאייני Kęstutis Ivaškevičius קסטוטיס איבשקביצ'יוס Kīlauea קילוואה Kıvanç Tatlıtuğ קיבאנץ' טטליטו Kızılırmak River קיזילאירמאק Kłobuck קלובוצק Kłodawa קלודאווה Kłodzko קלודצקו Kōan קואן Kōchi Kōchi קוצ'י Kōchi Prefecture קוצ'י Kōdō Sawaki קודו סאוואקי Kōfu קופו Kōhei Uchimura קוהיי אוצ'ימורה Kōichirō Genba קואיצ'ירו גמבה Kōichirō Matsuura קוהישירו מאטסואורה Kōki Hirota קוקי הירוטה Kōzō Okamoto קוזו אוקמוטו Kšyštof Lavrinovič קשישטוף לברינוביץ' K–12 K-12 K–Ar dating תיארוך אשלגן-ארגון L L L 1159-16 L 1159-16 L Kensington/Sandbox פולקסווגן L'Abidjanaise המנון חוף השנהב L'Absinthe האבסינת L'Année épigraphique השנה האפיגרפית L'Anse aux Meadows ל'אנס או מדואוז L'Apocalypse des animaux L'Apocalypse des animaux L'Aquila ל'אקווילה L'Arrivée d'un train en gare de La Ciotat רכבת נכנסת לתחנה L'Atalante ל'אטאלנט L'Aube Nouvelle המנון בנין L'Avventura אוונטורה L'Histoire L'Histoire L'Histoire du soldat מעשה בחייל L'Humanité ל'הומניטה L'Hôpital לופיטל L'Hôpital's rule כלל לופיטל L'Illusion Comique האשליה L'Isle-sur-la-Sorgue ל'איל-סור-לה-סורג L'Obs לה נובל אובזרווטר L'Orfeo אורפיאו L'Origine du monde מקורו של העולם L'Oréal לוריאל L'Osservatore Romano ל'אוסרווטורה רומאנו L'Unità ל'אוניטה L'Wren Scott ל'ורן סקוט L'elisir d'amore שיקוי האהבה L'Équipe ל'אקיפ L-DOPA לבודופה L-Innu Malti המנון מלטה L. Fletcher Prouty ל. פלטשר פראוטי L. Frank Baum ליימן פרנק באום L. Greenberg לאופולד גרינברג L. J. Brouwer לויצן אגברטוס יאן בראואר L. Mayer Institute for Islamic Art המוזיאון לאמנות האסלאם L. Ron Hubbard ל. רון האברד L. Subramaniam ל' סוברמניאם L. Zamenhof אליעזר לודוויג זמנהוף L.A. Confidential סודות אל איי L.A. Is My Lady L.A. Is My Lady L.A. Law פרקליטי אל איי L.A. Noire L.A. Noire L.A. Woman L.A. Woman L.D. Alajuelense footballers קטגוריה:כדורגלני אלחואלנסה L.H.O.O.Q. L.H.O.O.Q. L.I.E. הדרך המהירה ללונג איילנד L3/35 L3/35 L4D Bill משתמש:L4D Bill L7 L7 LA Galaxy לוס אנג'לס גלאקסי LA Galaxy players קטגוריה:כדורגלני לוס אנג'לס גלאקסי LADSPA LADSPA LAHAT להט LAM Mozambique Airlines Flight 470 טיסה 470 של LAM מוזמביק איירליינס LAMP LAMP LAN LAN LAN Airlines קטגוריה:קבוצת LAN LAN Chile Flight 210 טיסה 210 של LAN צ'ילה LAN party מסיבת רשת LANTIRN LANTIRN LAR-160 משגר רקטות LAR-160 LASIK LASIK LASK Linz ל.א.ס.ק. לינץ LASK Linz players קטגוריה:כדורגלני ל.א.ס.ק. לינץ LATAM LATAM איירליינס LATAM Argentina LAN ארגנטינה LATAM Brasil TAM איירליינס LATAM Chile LAN איירליינס LATAM Ecuador LAN אקוודור LATAM Express LAN אקספרס LATAM Perú LAN פרו LAV III LAV III LAV-25 LAV-25 LAman96 User:LAman96 LB Camden תבנית:קמדן LB Châteauroux players קטגוריה:כדורגלני שאטורו LB Westminster תבנית:וסטמינסטר LBA LBA LBV 1806-20 LBV 1806-20 LCD Soundsystem LCD Soundsystem LCROSS LCROSS LDU Quito ליגה דפורטיבה אוניברסיטריה דה קיטו LDU Quito managers קטגוריה:מאמני ליגה דה קיטו LEN European Aquatics Championships אליפות אירופה בשחייה LEN European Championships תבנית:אליפויות אירופה בשחייה LERK משתמש:LERK LG Corporation LG LG G Pad 8.3 LG G Pad 8.3 LG G2 LG G2 LG G3 LG G3 LG G4 LG G4 LG Group קטגוריה:LG LGBT להט"ב LGBT פורטל:להט"ב LGBT קטגוריה:להט"ב LGBT תבנית:להט"ב LGBT Jews קטגוריה:להט"בים יהודים LGBT actors קטגוריה:שחקנים להט"בים LGBT association football players קטגוריה:כדורגלנים להט"בים LGBT basketball players קטגוריה:כדורסלנים להט"בים LGBT broadcasters קטגוריה:מנחי טלוויזיה להט"בים LGBT by country קטגוריה:להט"ב לפי מדינה LGBT clergy in Judaism קטגוריה:רבנים להט"בים LGBT comedians קטגוריה:בדרנים להט"בים LGBT community הקהילה הגאה LGBT composers קטגוריה:מלחינים להט"בים LGBT culture קטגוריה:תרבות להט"ב LGBT directors קטגוריה:במאים להט"בים LGBT divers קטגוריה:קופצים למים להט"בים LGBT figure skaters קטגוריה:מחליקים אמנותיים על קרח להט"בים LGBT film festivals קטגוריה:פסטיבלי קולנוע להט"בים LGBT history קטגוריה:להט"ב: היסטוריה LGBT in Canada קטגוריה:להט"ב בקנדה LGBT in France קטגוריה:להט"ב בצרפת LGBT in Germany קטגוריה:להט"ב בגרמניה LGBT in Islam להט"ב ואסלאם LGBT in Israel קטגוריה:להט"ב בישראל LGBT in Spain קטגוריה:להט"ב בספרד LGBT in the United Kingdom קטגוריה:להט"ב בבריטניה LGBT in the United States קטגוריה:להט"ב בארצות הברית LGBT literature קטגוריה:ספרות להט"ב LGBT musicians קטגוריה:מוזיקאים להט"בים LGBT musicians from Israel קטגוריה:מוזיקאים להט"בים ישראלים LGBT organizations קטגוריה:ארגוני להט"ב LGBT organizations in Israel קטגוריה:ארגוני להט"ב בישראל LGBT organizations in the United States קטגוריה:ארגוני להט"ב בארצות הברית LGBT parenting הורות הומו-לסבית LGBT people קטגוריה:להט"בים LGBT people by nationality קטגוריה:להט"בים לפי מדינה LGBT people by occupation קטגוריה:להט"בים לפי מקצוע LGBT people by religion קטגוריה:להט"בים לפי דת LGBT people from Australia קטגוריה:להט"בים אוסטרלים LGBT people from Austria קטגוריה:להט"בים אוסטרים LGBT people from Belgium קטגוריה:להט"בים בלגים LGBT people from Canada קטגוריה:להט"בים קנדים LGBT people from Cuba קטגוריה:להט"בים קובנים LGBT people from Finland קטגוריה:להט"בים פינים LGBT people from Germany קטגוריה:להט"בים גרמנים LGBT people from Greece קטגוריה:להט"בים יוונים LGBT people from Hungary קטגוריה:להט"בים הונגרים LGBT people from Iceland קטגוריה:להט"בים איסלנדים LGBT people from Ireland קטגוריה:להט"בים אירים LGBT people from Israel קטגוריה:להט"בים ישראלים LGBT people from Italy קטגוריה:להט"בים איטלקים LGBT people from Japan קטגוריה:להט"בים יפנים LGBT people from Mexico קטגוריה:להט"בים מקסיקנים LGBT people from Norway קטגוריה:להט"בים נורווגים LGBT people from Poland קטגוריה:להט"בים פולנים LGBT people from Russia קטגוריה:להט"בים רוסים LGBT people from Spain קטגוריה:להט"בים ספרדים LGBT people from Sweden קטגוריה:להט"בים שוודים LGBT people from Uganda קטגוריה:להט"בים אוגנדים LGBT people from the United Kingdom קטגוריה:להט"בים בריטים LGBT people from the United States קטגוריה:להט"בים אמריקאים LGBT poets קטגוריה:משוררים להט"בים LGBT politicians קטגוריה:פוליטיקאים להט"בים LGBT politicians from Germany קטגוריה:פוליטיקאים להט"בים גרמנים LGBT politicians from Israel קטגוריה:פוליטיקאים להט"בים ישראלים LGBT politicians from the United States קטגוריה:פוליטיקאים להט"בים אמריקאים LGBT rights קטגוריה:זכויות להט"ב LGBT rights activists קטגוריה:פעילים למען זכויות להט"ב LGBT rights activists from Israel קטגוריה:פעילים למען זכויות להט"ב בישראל LGBT rights activists from the United States קטגוריה:פעילים למען זכויות להט"ב בארצות הברית LGBT rights at the United Nations הצהרת האו"ם בדבר נטייה מינית וזהות מגדרית LGBT rights by country or territory זכויות להט"ב LGBT rights case law קטגוריה:פסקי דין בנושא זכויות להט"ב LGBT rights in Africa זכויות להט"ב באפריקה LGBT rights in Asia זכויות להט"ב באסיה LGBT rights in Europe זכויות להט"ב באירופה LGBT rights in Israel זכויות להט"ב בישראל LGBT rights in Ivory Coast זכויות להט"ב בחוף השנהב LGBT rights in Japan זכויות להט"ב ביפן LGBT rights in Oceania זכויות להט"ב באוקיאניה LGBT rights in the Americas זכויות להט"ב באמריקה LGBT rights in the Palestinian territories זכויות להט"ב ברשות הפלסטינית LGBT rights opposition התנגדות לזכויות להט"ב LGBT rights table Africa תבנית:מעמד להט"ב באפריקה LGBT rights table Americas תבנית:מעמד להט"ב באמריקה LGBT rights table Asia תבנית:מעמד להט"ב באסיה LGBT rights table Europe תבנית:מעמד להט"ב באירופה LGBT rights table Oceania תבנית:מעמד להט"ב באוקיאניה LGBT singers קטגוריה:זמרים להט"בים LGBT sportspeople קטגוריה:ספורטאים להט"בים LGBT sportspeople from Australia קטגוריה:ספורטאים להט"בים אוסטרלים LGBT sportspeople from Canada קטגוריה:ספורטאים להט"בים קנדים LGBT sportspeople from Germany קטגוריה:ספורטאים להט"בים גרמנים LGBT sportspeople from Israel קטגוריה:ספורטאים להט"בים ישראלים LGBT sportspeople from Norway קטגוריה:ספורטאים להט"בים נורווגים LGBT sportspeople from Sweden קטגוריה:ספורטאים להט"בים שוודים LGBT sportspeople from the Netherlands קטגוריה:ספורטאים להט"בים הולנדים LGBT sportspeople from the United Kingdom קטגוריה:ספורטאים להט"בים בריטים LGBT sportspeople from the United States קטגוריה:ספורטאים להט"בים אמריקאים LGBT stubs קטגוריה:קצרמר להט"ב LGBT swimmers קטגוריה:שחיינים להט"בים LGBT symbols סמלי להט"ב LGBT symbols קטגוריה:סמלי להט"ב LGBT templates קטגוריה:תבניות להט"ב LGBT tennis players קטגוריה:טניסאים להט"בים LGBT terms קטגוריה:להט"ב: סלנג ומונחים LGBT tourism תיירות גאה LGBT track and field athletes קטגוריה:אתלטים להט"בים LGBT writers קטגוריה:סופרים להט"בים LGBT writers from France קטגוריה:להט"בים צרפתים LGBT writers from Germany קטגוריה:להט"בים גרמנים LGBT writers from Israel קטגוריה:סופרים להט"בים ישראלים LGBT-related films קטגוריה:סרטי להט"ב LGBT-related films by country קטגוריה:סרטי להט"ב לפי מדינה LGBT-related magazines קטגוריה:עיתונות להט"ב LGBT-related plays קטגוריה:מחזות להט"ב LGBT-related songs קטגוריה:שירי להט"ב LGBT-related television קטגוריה:טלוויזיית להט"ב LGBT-related television programs קטגוריה:סדרות להט"ב LGBT-related television programs by country קטגוריה:סדרות להט"ב לפי מדינה LGBT-themed musical groups קטגוריה:תרבות להט"ב: להקות LGM-25C Titan II טיטן 2 LGM-30 Minuteman מיניטמן LGM-30 LGPL files קטגוריה:ויקיפדיה - קובצי LGPL LHS 2090 LHS 2090 LHS 288 LHS 288 LHS 292 LHS 292 LHS 3003 LHS 3003 LIF ליף LIFO נכנס אחרון יוצא ראשון LIGO LIGO LIM-49 Spartan ספרטן LIM-49 LIS ליס LITS נורומינו LK LK LL Cool J אל אל קול ג'יי LMFAO LMFAO LMLK seal חותמות למלך LN and UN Secretaries-General תבנית:מזכ"לי האו"ם LNB LNB LNB Pro A אליפות צרפת בכדורסל LNG carrier מכלית גז טבעי נוזלי LO לא LOC LOC LORA לורה LOT Polish Airlines לוט פוליש איירליינס LP 71-82 LP 71-82 LP record אריך-נגן LR Lr LSE LSE LSH37.jpg קובץ:Legion of Super-Heroes-37.jpg LSU Tigers basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של לואיזיאנה LTE Long Term Evolution LTI – Lingua Tertii Imperii LTI – Lingua Tertii Imperii LTV A-7 Corsair II ווט A-7 קורסייר II LU decomposition פירוק LU LUFC משתמש:LUFC LVI Panzer Corps קורפוס הפאנצר ה-56 LVMH LVMH LWG/LEGO לגו LWN.net LWN.net LXDE LXDE LZ 129 Hindenburg הינדנבורג LZ77 and LZ78 אלגוריתם למפל-זיו LZR Racer לייזר רייסר La LA La Amistad לה אמיסטאד La Amistad International Park הפארק הבינלאומי לה אמיסטאד La Araucanía Region קטגוריה:אראוקניה La Bamba La Bamba La Boca לה בוקה La Bombonera הבונבוניירה La Boqueria לה בוקריה La Boum שיגעון של מסיבה La Cabaña לה קבניה La Cage aux Folles כלוב העליזים La Ceiba לה סייבה La Chaux-de-Fonds לה שו-דה-פון La Chèvre חברים בלי מזל La Comédie humaine הקומדיה האנושית La Concorde המנון גבון La Congolaise המנון הרפובליקה של קונגו La Dame aux Camélias הגברת עם הקמליות La Dolce Vita לה דולצ'ה ויטה La Défense לה דפאנס La Désirade לה דזיראד La Espero המנון תנועת האספרנטו La Familia לה פמיליה La Femme Nikita ניקיטה La Fenice לה פניצ'ה La Flèche Wallonne לה פלש ואלון La Fortaleza מצודת סן חואן La Foule חיוכים La Gazzetta dello Sport לה גזטה דלו ספורט La Gioconda לה ג'וקונדה La Goulette לה גולט La Grande Illusion האשליה הגדולה La Grande Soufrière לה סופרייר La Guardia לה גוארדיה La Géométrie הגאומטריה La Jetée המזח La Juive היהודייה La La ללה La Laguna Cathedral הקתדרלה של סן קריסטובל דה לה לגונה La Libertad Department לה ליברטד La Liga ליגת העל הספרדית בכדורגל La Liga top scorers תבנית:מלך השערים של ליגת העל הספרדית La Liga venues תבנית:אצטדיוני ליגת העל הספרדית La Linea מר קו La Liste לה ליסט La Maddalena לה מדלנה La Madrastra אם חורגת La Malinche מלינצ'ה La Marseillaise המנון צרפת La Masia ברצלונה ב'#לה מאסיה La Monnaie לה מוניי La Mort aux Juifs לה מור או ז'ואיף La Nave del Olvido La Nave del Olvido La Noche Triste נוצ'ה טריסטה La Nouba לה נובה La Oreja de Van Gogh La Oreja De Van Gogh La Pampa Province לה פמפה La Pampa Province קטגוריה:לה פמפה La Pampa Santa Rosa סנטה רוסה La Paz לה פאס La Paz Department לה פאס La Petite Mort המוות הקטן La Plata לה פלאטה La Plata קטגוריה:לה פלאטה La Plata dolphin פרנסיסקנה לה פלטה La Poste לה פוסט La Poudre Pass מעבר לה פודר La Pyramide לה פיראמיד La Pérouse Strait מצר לה פרוז La Quiaca לה קיאקה La Raza Cósmica הגזע הקוסמי La Renaissance המנון הרפובליקה המרכז אפריקאית La Repubblica לה רפובליקה La Rioja לה ריוחה La Rioja קטגוריה:לה ריוחה La Roche-sur-Yon לה רוש-סור-יון La Rochelle לה רושל La Romareda אצטדיון לה רומרדה La Rosaleda Stadium אצטדיון לה רוסלדה La Roux La Roux La Santísima Trinidad de Paraná לה סנטיסימה טרינידאד דה פרנה La Scala לה סקאלה La Soufrière La Soufrière La Soufrière לה סופרייר La Spezia לה ספציה La Stampa לה סטמפה La Strada לה סטרדה La Tchadienne המנון צ'אד La Tomatina טומטינה La Tour d'Argent לה טור דארז'אן La Valse des monstres La Valse des Monstres La Vega קונספסיון דה לה וגה La Vie en rose החיים בוורוד La battaglia di Legnano קרב לניאנו La bohème לה בוהם La donna del lago גבירת האגם La fille mal gardée הנערה הסוררת La forza del destino כוחו של גורל La intrusa הפולשת La rencontre שלום אדון קורבה La traviata לה טרוויאטה La usurpadora המתחזה La verdad oculta האמת הסמויה La'am מפלגת לע"ם La'uf al HaMillion לעוף על המיליון LaGuardia Airport נמל התעופה לה גוארדיה LaIsha לאשה LaMarcus Adna Thompson למרקוס אדנה תומפסון LaMarcus Aldridge למרכוס אולדריג' LaMerhav למרחב LaNaranja/Sandbox/Carlos מלך ספרד קרלוס השני LaSalle-Wacker Building בניין לסייל-ווקר LaShawn Merritt לאשון מריט LaTeX LaTeX LaVon Mercer לבן מרסר Laayoune לעיון Lab Rats מעבדה לכוחות על Lab-on-a-chip מעבדה על שבב LabVIEW LabVIEW Laban לבן הארמי Laban Movement Analysis ניתוח תנועה לאבאן Labanotation ניתוח תנועה לאבאן Labarna I לברנש הראשון Labasa לאמבאסה Labashi-Marduk לבאשי-מרדוך Labaya לבאיה Label שובל Label תגית Labello לבלו Labellum שפית Labels ויקיפדיה:סיווג עריכות Labels/About ויקיפדיה:סיווג עריכות/אודות Labels/Campaigns ויקיפדיה:סיווג עריכות/תבניות/טבלת מבצעים Labels/Edit quality ויקיפדיה:סיווג עריכות/איכות עריכות Labels/Members ויקיפדיה:סיווג עריכות/משתתפים Labial consonant עיצורים שפתיים Labialization עיצורים משופתתים Labialized palatal approximant מקורב עיצור חכי משופתת Labib Habachi לביב חבשי Labib Hussein Abu Rokan לביב חוסיין אבו-רוכן Labiodental nasal אפי עיצור שפתי-שיני Labor Courts of Israel בית הדין לעבודה Labor Day יום העבודה Labor Zionism ציונות סוציאליסטית Labor Zionism קטגוריה:ציונות סוציאליסטית Labor camp מחנה עבודה Labor disputes in the United States קטגוריה:שביתות בארצות הברית Labor rights זכויות עובדים Labor theory of value תאוריית הערך של העבודה Laboratoires Pierre Fabre מעבדות פייר פאבר Laboratory מעבדה Laboratory equipment קטגוריה:כלי מעבדה Laboratory flask בקבוק מעבדה Labour Party מפלגת הלייבור Labour Party מפלגת העבודה Labour Party קטגוריה:חברי מפלגת הלייבור של בריטניה Labour Party קטגוריה:מפלגת הלייבור Labour disputes in the United Kingdom קטגוריה:שביתות בבריטניה Labour economics קטגוריה:שוק העבודה Labour law דיני עבודה Labour law קטגוריה:דיני עבודה Labour relations קטגוריה:יחסי עבודה Labour relations in the United Kingdom קטגוריה:יחסי עבודה בבריטניה Labour service שירות העבודה Labradoodle לברדודל Labrador City לברדור סיטי Labrador Peninsula חצי האי לברדור Labrador Retriever לברדור רטריבר Labrador Sea ים לברדור Labrador duck ברווז לברדור Labradorite לברדוריט Labuan לבואן Labview-logo.png תמונה:Labview-logo.png Labyrinth המבוך Labyrinth לבירינת Labyrinth of Passion מבוך התשוקות Labyrinthodontia לאבירנתודונטיה Lac operon אופרון הלקטוז Lac-Mégantic rail disaster תאונת הרכבת בלק מגנטיק Laccolith לקולית Lace תחרה Lace monitor כוח התחרה Lacedaemon לאקדיימון Lacerta לטאה Lacerta kulzeri לטאה חרמונית Lacertidae לטאיים Lacertidae קטגוריה:לטאיים Lacertoidea דמויי לטאה Lacey Chabert לייסי שאבר Laches לכס Lachesis גומצן Lachesis muta גומצן ענק Lachesis stenophrys גומצן מרכז אמריקאי Lachish letters מכתבי לכיש Lachner לכנר Lachoudisch לכודיש Lacina Traoré לאסינה טראורה Laconia לאקוניה Lacosamide לקוסאמיד Lacoste לקוסט Lacrimal gland בלוטת הדמעות Lacrimosa לקרימוסה Lacrosse לקרוס Lacrosse at the Summer Olympics לקרוס במשחקים האולימפיים Lacryma Christi לקרימה כריסטי Lactam לקטם Lactase לקטאז Lactated Ringer's solution תמיסת הרטמן Lactation consultant יועצת הנקה Lactic acid חומצה לקטית Lactic acid fermentation תסיסה הומולקטית Lactobacillus acidophilus Lactobacillus acidophilus Lactoferrin לקטופרין Lactone לקטון Lactose לקטוז Lactose intolerance רגישות ללקטוז Lacuna Coil לקונה קויל Lacus Doloris אגם הצער Lacus Felicitatis אגם השמחה Lacus Gaudii אגם האושר Lacus Hiemalis אגם החורף Lacus Lenitatis אגם העדינות Lacus Odii אגם השנאה Lada לאדה Lada לדה Ladakh לדאק Ladakh קטגוריה:לדאק Ladan and Laleh Bijani לאדן ולאלה ביג'אני Ladder סולם Ladder paradox פרדוקס המוט והאסם Ladies in Lavender גברות בלוונדר Ladies of the Canyon Ladies of the Canyon Ladin language לדינית Ladislaus IV of Hungary לסלו הרביעי הקומני Ladislav Mňačko לדיסלב מניאצ'קו Ladislav Prokeš לדיסלב פרוקש Ladislav Slovák לדיסלאב סלובאק Ladle מצקת Lado Gurgenidze לאדו גורגנידזה Ladon לאדון Ladurée לאדורה Lady Amherst's pheasant אפודי סהרוני Lady Amin נוסרת אמין Lady Antebellum Lady Antebellum Lady Antebellum ליידי אנטבלום Lady Antebellum תבנית:ליידי אנטבלום Lady Be Good Lady Be Good Lady Bird Johnson ליידי בירד ג'ונסון Lady Day חג הבשורה Lady Deathstrike ליידי דת'סטרייק Lady Duff-Gordon Lucie לוסי דאף גורדון Lady Eve Balfour איב בלפור Lady Gaga ליידי גאגא Lady Gaga קטגוריה:ליידי גאגא Lady Gaga תבנית:ליידי גאגא Lady Gaga albums קטגוריה:אלבומי ליידי גאגא Lady Gaga discography דיסקוגרפיה של ליידי גאגא Lady Gaga songs קטגוריה:שירי ליידי גאגא Lady Godiva ליידי גודייבה Lady Gregory Augusta ליידי אוגוסטה גרגורי Lady Hester Stanhope הסטר לוסי סטנהופ Lady Jane Grey ג'יין גריי Lady Madonna Lady Madonna Lady Marmalade Lady Marmalade Lady Roberts Jane ליידי רוברטס ג'יין Lady Windermere's Fan מניפתה של ליידי וינדרמיר Lady and the Tramp היפהפייה והיחפן Lady and the Tramp II: Scamp's Adventure היפהפייה והיחפן 2 Lady of Auxerre הגבירה מאוסר Lady of the Lake גבירת האגם Lady tasting tea גברת טועמת תה Lady with an Ermine הגבירה עם החמוס Ladyfinger בישקוט Ladyhawke ליידי נץ Ladytron ליידיטרון Lae לאה Laemmle למל Laertes לארטס Laestrygonians לסטריגונים Laetitia Beck לטיסיה בק Laetitia Casta לטיסיה קסטה Lafayette Street רחוב לאפייט Laffer curve עקומת לאפר Lag לאג Lag BaOmer ל"ג בעומר Lagarde list רשימת לגארד Lagash לגש Lagavulin distillery לגבולין Lagenorhynchus דולפין בקבוקי Laghouat לאגוואט Lago Verde אגם ורדה Lagoa dos Patos לגונת דוס פאטוס Lagocephalus spadiceus לגינון נודד Lagodekhi לאגודחי Lagomorpha ארנבאים Lagomorphs קטגוריה:ארנבאים Lagoon לגונה Lagoon Mirim לגונת מירים Lagoon Nebula ערפילית הלגונה Lagoons קטגוריה:לגונות Lagos לאגוס Lagrange לגראנז' Lagrange multiplier כופלי לגראנז' Lagrange polynomial אינטרפולציה#צורת לגראנז' Lagrange's four-square theorem משפט ארבעת הריבועים של לגראנז' Lagrange's identity זהות לגראנז' Lagrange's theorem משפט לגראנז' Lagrangian and Eulerian specification of the flow field תיאור לגראנז'י ואוילרי של שדה זרימה Lagrangian point נקודת לגראנז' Laguna Madre לאגונה מאדרה Laguna de Leche לגונת החלב Lahar להאר Lahav להב Lahav 433 להב 433 Lahij Governorate לחג' Lahingpaar חוליה Lahn לאן Lahoh לחוח Lahore לאהור Lahore Fort מצודת לאהור Lahore Shalimar Gardens גני שאלימאר Lahti לאהטי Laika לייקה Laila.tabassum/sandbox הייזל מקקליון Laili User:Laili Laima Vaikule לאימה ואיקולה Laimdota Straujuma לאימדוטה סטראויומה Laimjala Parish ליימיאלה Laina Morris Overly Attached Girlfriend Laine Selwyn לייני סלווין Lainie Kazan לייני קאזאן Laird ליירד Lais of Marie de France ספר העלילות Laissez-faire לסה פר Laizy Shapiro אליעזר שפירא Laja Falls מפל לאחה Lajat טרכון Lajjun Sheikh Bureik שייח' אבריק Lajos Asztalos לאיוש אסטאלוש Lajos Kossuth לאיוש קושוט Lajos Portisch לאיוש פורטיש Lajos Werkner לאיוש ורקנר Laka לאקה Lakatoro לאקאטורו Lake אגם Lake לייק Lake & Palmer Emerson לייק ופאלמר אמרסון Lake & Palmer albums Emerson לייק ופאלמר קטגוריה:אמרסון Lake Abbe אגם אבה Lake Albert אגם אלברט Lake Amadeus אגם אמדאוס Lake Ashi אגם אשי Lake Assad אגם אסד Lake Assal אגם עסל Lake Atitlán אגם אטיטלן Lake Baikal ימת באיקל Lake Balaton אגם בלטון Lake Balkhash ימת בלחש Lake Bardawil ימת ברדוויל Lake Bell לייק בל Lake Biwa אגם ביווה Lake Bodom אגם בודום Lake Bodom murders הרציחות באגם בודום Lake Bogoria אגם בוגוריה Lake Bohinj אגם בוהין Lake Bolsena אגם בולסנה Lake Burgas אגם בורגס Lake Burley Griffin אגם בארלי גריפין Lake Cahuilla ימת קאווייה Lake Chad ימת צ'אד Lake Chapala אגם צ'פלה Lake Clark National Park and Preserve הפארק הלאומי ימת קלארק Lake Como אגם קומו Lake Constance ימת קונסטנץ Lake District אזור האגמים Lake Edward אגם אדוארד Lake Elmenteita אגם אלמנטייטה Lake Engolasters אגם אנגולסטרס Lake Enriquillo אגם אנריקיו Lake Erie ימת אירי Lake Eyasi אגם אייסי Lake Eyre אגם אייר Lake Eğirdir אגם אאירדיר Lake Garda אגם גארדה Lake Geneva אגם ז'נבה Lake Geneva קטגוריה:אגם ז'נבה Lake Hula אגמון החולה Lake Huron ימת יורון Lake Inari אגם אינארי Lake Izvorul Muntelui אגם ביקאז Lake Kasumigaura אגם קסומיגאורה Lake Kyoga קיוגה Lake Ladoga ימת לדוגה Lake Lisan ימת הלשון Lake Lucerne ימת ארבעת הקנטונים Lake Lugano אגם לוגאנו Lake Maggiore אגם מאג'ורה Lake Malawi אגם מלאווי Lake Mandrensko אגם מנדרנסקו Lake Manyara אגם מניארה Lake Maracaibo אגם מרקאיבו Lake Mariout אגם מריוט Lake Mead אגם מיד Lake Michigan ימת מישיגן Lake Moeris אגם קארון Lake Monona אגם מונונה Lake Nakuru אגם נקורו Lake Naroch Offensive מתקפת אגם נארוץ' Lake Nasser אגם נאצר Lake Natron אגם נטרון Lake Neusiedl נויזידלרזה Lake Nicaragua אגם ניקרגואה Lake Nicaragua קטגוריה:אגם ניקרגואה Lake Nyos אגם ניוס Lake Ohrid אגם אוחריד Lake Onega ימת אונגה Lake Ontario ימת אונטריו Lake Orta אגם אורטה Lake Peipus אגם פייפסי Lake Placid האגם השקט Lake Powell אגם פאוול Lake Prespa אגם פרספה Lake Qaraoun אגם קרעון Lake Ram בריכת רם Lake Sevan ימת סוואן Lake Skadar אגם שקודרה Lake Superior ימת סופיריור Lake Tahoe אגם טאהו Lake Tana אגם טאנה Lake Tanganyika אגם טנגנייקה Lake Taupo אגם טאופו Lake Te Anau אגם טה אנאו Lake Thun אגם תון Lake Titicaca אגם טיטיקקה Lake Toplitz אגם טופליץ Lake Trasimeno אגם טראסימנו Lake Turkana אגם טורקאנה Lake Turkana National Parks הפארקים הלאומיים באגם טורקאנה Lake Tuz ימת טוז Lake Urmia ימת אורמיה Lake Van ימת ואן Lake Vanda אגם ונדה Lake Victoria אגם ויקטוריה Lake Volta אגם וולטה Lake Vostok ווסטוק Lake Wanaka אגם ואנקה Lake Winnipeg אגם ויניפג Lake Zurich אגם ציריך Lake of Tunis אגם תוניס Lake of fire אגם האש Lake stratification ריבוד אגמים Lakes מדינת האגמים Lakes קטגוריה:ימות ואגמים Lakes by continent קטגוריה:ימות ואגמים לפי יבשת Lakes by type קטגוריה:אגמים לפי סוג Lakes of Africa קטגוריה:אפריקה: ימות ואגמים Lakes of Argentina קטגוריה:ארגנטינה: ימות ואגמים Lakes of Asia קטגוריה:אסיה: ימות ואגמים Lakes of Australia קטגוריה:אוסטרליה: אגמים Lakes of Canada קטגוריה:קנדה: ימות ואגמים Lakes of Chile קטגוריה:צ'ילה: ימות ואגמים Lakes of China קטגוריה:סין: ימות ואגמים Lakes of Ethiopia קטגוריה:מקווי מים באתיופיה Lakes of Europe קטגוריה:אירופה: ימות ואגמים Lakes of Finland קטגוריה:פינלנד: ימות ואגמים Lakes of Georgia קטגוריה:גאורגיה: ימות ואגמים Lakes of Germany קטגוריה:גרמניה: ימות ואגמים Lakes of Israel קטגוריה:מקווי מים בארץ ישראל Lakes of Italy קטגוריה:איטליה: ימות ואגמים Lakes of Japan קטגוריה:יפן: אגמים Lakes of New Zealand קטגוריה:ניו זילנד: ימות ואגמים Lakes of North America קטגוריה:אמריקה הצפונית: ימות ואגמים Lakes of Oceania קטגוריה:אוקיאניה: ימות ואגמים Lakes of Ounianga אגמי אוניאגנה Lakes of South America קטגוריה:אמריקה הדרומית: ימות ואגמים Lakes of Sweden קטגוריה:שוודיה: ימות ואגמים Lakes of Tanzania קטגוריה:טנזניה: ימות ואגמים Lakes of Turkey קטגוריה:טורקיה: ימות ואגמים Lakes of the Caucasus קטגוריה:קווקז: ימות ואגמים Lakes of the Great Rift Valley קטגוריה:אגמי הבקע הסורי-אפריקני Lakes of the United Kingdom קטגוריה:בריטניה: ימות ואגמים Lakes of the United States קטגוריה:ארצות הברית: ימות ואגמים Lakewood לייקווד Lakhdar Brahimi לחדר ברהימי Lakhish לכיש Lakhish Regional Council מועצה אזורית לכיש Lakhish Regional Council קטגוריה:מועצה אזורית לכיש Lakhish Regional Council תבנית:מועצה אזורית לכיש Lakhish River נחל לכיש Lakhva לחווא Lakiya לקיה Lakota people לקוטה Laks לאקים Lakshadweep לקשאדוויפ Lakshman Kadirgamar לאקשמן קאדירגמר Lakshmi לקשמי Lala Mustafa Pasha לאלה מוסטפא פאשה Lala Mustafa Pasha's Caucasian campaign המסע הצבאי של לאלה מוסטפא פאשה בקווקז Lalaith אורוון Lale Andersen לאלה אנדרסן Lali Espósito מריאנה אספוסיטו Lalibela לליבלה Lalish לאלש Lalo Schifrin לאלו שיפרין Lama למה Lamachus לאמאכוס Lamar Alexander למאר אלכסנדר Lamar Hunt U.S. Open Cup גביע ארצות הברית הפתוח Lamar Odom למאר אודום Lamarckism לאמארקיזם Lamassu למסו Lamb לם Lamb Holm לם הולם Lamb of God Lamb of God Lamb of God שה האלוהים Lambada למבדה Lambchop למבצ'ופ Lambda למדא Lambda Foundation קרן למבדה Lambda Literary Award פרס למדא לספרות Lambda Scorpii שאולה Lambda calculus תחשיב למדא Lambda phage בקטריופאג' למדא Lambeosaurus לאמבאוזאורוס Lambert למברט Lambert Simnel למברט סימנל Lambert of Hersfeld למפרט מהרספלד Lamberto Gardelli למברטו גארדלי Lambert–St. Louis International Airport נמל התעופה הבינלאומי למברט-סנט לואיס Lambeth Bridge גשר למבת' Lambeth Jubilee Gardens גני היובל Lambeth Palace ארמון למבת' Lambiek למביק Lamborghini למבורגיני Lamborghini קטגוריה:למבורגיני Lamborghini Aventador למבורגיני אוונטאדור Lamborghini Countach למבורגיני קונטאש Lamborghini Diablo למבורגיני דיאבלו Lamborghini Gallardo למבורגיני גאיארדו Lamborghini Huracán למבורגיני הורקאן Lamborghini Miura למבורגיני מיורה Lamborghini Murciélago למבורגיני מורצ'יילאגו Lamborghini Sesto Elemento למבורגיני ססטו אלמנטו Lambrusco למברוסקו Lamdan Prize פרס למדן Lamdan Prize recipients קטגוריה:זוכי פרס למדן Lame duck ברווז צולע Lamech למך בן מתושאל Lamech למך בן מתושלח Lameishasherri/David Pollay סת גודין Lamellar corpuscle גופיף פצ'יני Lamentation of Christ הקינה על מות ישו Lamentations Rabbah איכה רבה Lamerkhav/Michael Dorfman מיכאל דורפמן Lamiaceae קטגוריה:שפתניים Lamiaceae שפתניים Lamiales צינוראים Lamiales קטגוריה:צינוראים Lamian War מלחמת לאמיה Lamina propria שכבת הרירית המיוחדת Laminar flow זרימה שכבתית Lamination למינציה Lamium נזמית Lamium amplexicaule נזמית לופתת Lamm לאם Lamnidae עמלציים Lamnidae קטגוריה:עמלצים Lamniformes דמויי עמלץ Lamniformes קטגוריה:דמויי עמלץ Lamont Dozier למונט דוזייר Lamotrigine למוטריג'ין Lampedusa למפדוזה Lampides boeticus כחליל האפון Lampião למפיאו Lampriformes למפיריים Lamprophiidae למפרופידיים Lampshade אהיל Lampyridae קטגוריה:גחליליות Lamu לאמו Lamé לאמה Lamé parameters קבועי לאמה Lana Del Rey לנה דל ריי Lana Lang לאנה לאנג Lana Parrilla לאנה פרייה Lana Turner לנה טרנר Lana Wood לנה ווד Lanai לאנאי Lanarkshire Football League ליגות כדורגל מוספות#ליגת הכדורגל של לנרקשייר Lanassa לאנאסה Lancashire לנקשייר Lancashire קטגוריה:לנקשייר Lancashire Lancaster לנקסטר Lancashire Preston פרסטון Lancaster לנקסטר Lance לאנס Lance Armstrong לאנס ארמסטרונג Lance Larson לאנס לארסון Lance Reddick לאנס רדיק Lance Stephenson לאנס סטיבנסון Lancelot סר לנסלוט דו לאק Lancelot-Grail מחזור הוולגטה Lancer נושא רומח רכוב Lancet לנצט Lanchester's laws חוקי לנצ'סטר Lanchkhuti לנצ'חותי Lanchkhuti Municipality נפת לנצ'חותי Lancia לנצ'יה Lancôme לנקום Land Day יום האדמה Land Rover לנד רובר Land We Love Jamaica המנון ג'מייקה Land am Strome Land der Berge המנון אוסטריה Land and Liberty זמליה אי ווליה Land art אמנות אדמה Land bridge גשר יבשתי Land for peace מסירת שטחים Land mine מוקש Land of Beauty Oh Uganda המנון אוגנדה Land of Black Gold ארץ הזהב השחור Land of Confusion Land of Confusion Land of Goshen גושן Land of Israel ארץ ישראל Land of Israel קטגוריה:ארץ ישראל ביהדות Land of Nod ארץ נוד Land of Onias מקדש חוניו Land of Oz ארץ עוץ Land of Punt ארץ פונט Land of the Brave Namibia המנון נמיביה Land of the Free המנון בליז Land reclamation אחזור קרקע Land reclamation קטגוריה:אחזור קרקע Land reform רפורמה אגררית Land registration מרשם המקרקעין Land use קטגוריה:שימושי קרקע Land use שימושי קרקע Land's End לנדס אנד Landau לנדאו Landau Commission ועדת לנדוי Landau damping דעיכת לנדאו Landau theory תורת לנדאו Landau's problems בעיות לנדאו Landau–Kleffner syndrome תסמונת לנדאו-קלפנר Lander Institute מכון לנדר - מרכז אקדמי ירושלים Landes לנדס Landfill מטמנה Landforms קטגוריה:צורות נוף Landgrave of Hesse Philip I רוזן הסן פיליפ הראשון Landgrave of Hesse William II רוזן הסן וילהלם השני Landgrave of Hesse-Kassel Charles I רוזן הסן-קאסל קרל Landgrave of Hesse-Kassel Frederick II רוזן הסן-קאסל פרידריך השני Landgrave of Hesse-Kassel Maurice רוזן הסן-קאסל מוריץ Landgrave of Hesse-Kassel William IV רוזן הסן-קאסל וילהלם הרביעי Landgrave of Hesse-Kassel William VII רוזן הסן-קאסל וילהלם השביעי Landgrave of Hesse-Kassel William VIII רוזן הסן-קאסל וילהלם השמיני Landgraviate of Hesse רוזנות הסן Landgraviate of Hesse-Darmstadt רוזנות הסן-דרמשטדט Landgraviate of Hesse-Kassel רוזנות הסן-קאסל Landing נחיתה Landing at Anzac Cove הנחיתה במפרץ אנזא"ק Landing craft נחתת Landing gear כן נסע Landing page דף נחיתה Landkreuzer 1500 Monster לנדקרוזר P.1500 Landlocked countries קטגוריה:מדינות ללא מוצא לים Landlocked country מדינה ללא מוצא לים Landmann לנדמן Landmark Worldwide לנדמרק אדיוקיישן Landmass יבשה Landnámabók לאנדנאומאבוק Lando לאנדו Lando Calrissian לאנדו קלריסיאן Landon Donovan לנדון דונובן Landon Donovan MVP Award MVP של ה-MLS Landon Ronald לנדון רונלד Landrace צמחי תרבות מסורתיים Landry Fields לנדרי פילדס Landry Mulemo לאנדרי מולמו Lands of Sweden קטגוריה:שוודיה: ארצות Lands of the Bohemian Crown כתר בוהמיה Landsberg לנדסברג Landsberg Prison כלא לנדסברג Landscape נוף Landscape architects קטגוריה:אדריכלי נוף Landscape architecture אדריכלות נוף Landscape architecture קטגוריה:עיצוב נוף Landscape in the Mist נוף בערפל Landscape paintings קטגוריה:ציורי נוף Landser לנדזר Landsknecht לאנדסקנכט Landslides קטגוריה:מפולות בוץ Landsman לנדסמן Landstuhl לנדשטול Landstuhl Regional Medical Center המרכז הרפואי האזורי לנדשטול Landtag לנדטאג Landwer coffee קפה לנדוור Landy Landy Lane Boy Lane Boy Lane–Emden equation משוואת ליין-אמדן Lang לאנג Lang תבנית:Lang Lang Glacier לנג Lang Lang לאנג לאנג Lang Law חוק לאנג Lang-gez תבנית:כתב געז Langdon לנגדון Lange לנגה Langenthal לנגנטל Langer לנגר Langford pairing רצף לנגפורד Langkawi Declaration הצהרת לאנגקאווי Langlands program תוכנית לנגלנדס Langley לאנגלי Langres לאנגר Langston Hughes לנגסטון יוז Langtang לנגטאנג Langton's ant הנמלה של לנגטון Language פורטל:בלשנות Language קטגוריה:שפה Language שפה Language Council of Norway מועצת השפה הנורווגית Language Integrated Query Language Integrated Query Language acquisition קטגוריה:רכישת שפה Language acquisition רכישת שפה Language assessment הערכת שפה Language death שפה נכחדת Language deprivation experiments ניסויים בחסך לשוני Language families קטגוריה:שפות לפי משפחה Language family משפחת שפות Language game שפת סתרים Language games קטגוריה:משחקי מיומנות דיבור Language icon templates קטגוריה:תבניות שפת קישור Language infobox templates קטגוריה:תבניות פרמטריות - לשון ושפות Language isolates קטגוריה:שפות מבודדות Language of flowers שפת הפרחים Language planning תכנון שפה Language reform רפורמה בשפה Language regulators קטגוריה:גופי פיקוח על לשון Language schools קטגוריה:בתי ספר לשפות Language templates קטגוריה:תבניות ניווט - לשון ושפות Language user templates קטגוריה:ויקיפדיה - תיבות כישורי שפה Languages קטגוריה:שפות Languages by country קטגוריה:שפות לפי מדינה Languages of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: שפות Languages of East Timor קטגוריה:מזרח טימור: שפות Languages of Ethiopia קטגוריה:אתיופיה: שפות Languages of France קטגוריה:צרפת: שפות Languages of Georgia קטגוריה:גאורגיה: שפות Languages of India קטגוריה:הודו: שפות Languages of India שפות רשמיות בהודו Languages of India תבנית:שפות רשמיות בהודו Languages of Israel מדיניות לשונית בישראל Languages of Israel קטגוריה:ישראל: שפות Languages of Italy קטגוריה:איטליה: שפות Languages of Kenya קטגוריה:קניה: שפות Languages of Russia קטגוריה:רוסיה: שפות Languages of Spain קטגוריה:ספרד: שפות Languages of Switzerland קטגוריה:שווייץ: שפות Languages of Turkey קטגוריה:טורקיה: שפות Languages of the Caucasus קטגוריה:שפות באזור הקווקז Languedoc לנגדוק Languedoc-Roussillon לנגדוק-רוסיון Languedoc-Roussillon קטגוריה:לנגדוק-רוסיון Languedoc-Roussillon-Midi-Pyrénées לנגדוק-רוסיון-מידי-פירנה Laniado Hospital בית חולים לניאדו Laniakea Supercluster קבוצת צבירי העל המקומית Laniidae קטגוריה:חנקניים Lanius חנקן Lanivtsi לאניבצי Lankaran לנקראן Lanner falcon בז צוקים Lanolin לנולין Lansana Conté לנסנה קונטה Lansoprazole לנסופרזול Lantana camara לנטנה ססגונית Lantau Island לנטאו Lantau Island קטגוריה:לנטאו Lantau Peak פסגת לנטאו Lantau Trail שביל לנטאו Lanthanide לנתניד Lanthanides קטגוריה:לנתנידים Lanthanum לנתן Lanval לנבל Lanza's alpine salamander סלמנדרה אלפינית Lanzmann לנצמן Lanín לנין Lao Airlines לאו איירליינס Lao Airlines Flight 301 טיסה 301 של לאו איירליינס Lao She לאו שה Lao language לאו Lao people לאו Lao-Lao לאו לאו Laocoon לאוקואון Laocoön לאוקואון Laocoön and His Sons פסל לאוקואון Laodice לאודיקה Laodice I לאודיקה הראשונה Laodice III לאודיקה השלישית Laodice VI לאודיקה השישית Laodicea לאודיקיאה Laomedon לאומדון Laon לאן Laon Cathedral קתדרלת לאן Laos לאוס Laos קטגוריה:לאוס Laos at the Olympics לאוס במשחקים האולימפיים Laos at the Paralympics לאוס במשחקים הפאראלימפיים Laos national football team נבחרת לאוס בכדורגל Laos templates קטגוריה:תבניות ניווט - לאוס Laoshan Velodrome ולודרום לאושאן Laotian cuisine קטגוריה:המטבח הלאוסי Laotian culture קטגוריה:לאוס: תרבות Laotian rock rat חולדת לאוס Laozi לאו דזה Laparoscopy לפרוסקופיה Laphroaig distillery לפרויג Lapid לפיד Lapidot לפידות Lapidus לפידות Lapilli לפילי Lapis lazuli לפיס לזולי Lapiths לפיתים Laplace operator לפלסיאן Laplace transform התמרת לפלס Laplace's equation משוואת לפלס Laplace–Runge–Lenz vector וקטור לפלס-רונגה-לנץ Laplacian matrix מטריצת לפלסיאן Lapland War מלחמת לפלנד Lapland longspur גיבתון לפלנד Lappeenranta לאפנראנטה Lappet-faced vulture עזניית הנגב Lapse rate מפל הטמפרטורה באטמוספירה Laptev לאפטב Laptev Sea ים לאפטב Laptop מחשב נייד Laptops קטגוריה:מחשבים ניידים Lar gibbon גיבון לבן יד Lara לרה Lara Croft לארה קרופט Lara Croft: Tomb Raider טומב ריידר Lara Fabian לארה פביאן Lara Flynn Boyle לארה פלין בויל Lara Gut לארה גוט Lara Pulver לארה פולבר Larabanga Mosque מסגד לרבנגה Larache לראצ'ה Laramide orogeny האורוגנזה הלרמידית Laramie לאראמי Laranjal do Jari לרנז'ל דו ז'ארי Laranjeiras לרנז'יירס Larbi Benbarek לארבי בן בארק Larder מזווה Laredo לרדו Larenz Tate לרנז טייט Lares לארס Larfleeze לארפליז Large Binocular Telescope הטלסקופ הבינוקולארי הגדול Large Electron–Positron Collider מאיץ LEP Large Hadron Collider מאיץ LHC Large Hadron Collider ספר:מאיץ LHC Large Indian civet זבד הודי ענק Large Magellanic Cloud ענן מגלן הגדול Large Magellanic Cloud קטגוריה:ענן מגלן הגדול Large Stone Structure מבנה האבן הגדול בעיר דוד Large cactus finch פרוש קקטוס גדול Large cardinal מונה גדול Large ground finch פרוש קרקעי גדול Large igneous province משטח בזלת נרחב Large intestine המעי הגס Large numbers מספרים גדולים Large numbers קטגוריה:מספרים גדולים Large tree finch חטט עצים גדול Large yellow underwing אגרוטיס כתום Large-billed tern שחפית גדולת-מקור Large-spotted civet זבד מנומר ענק Large-tooth sawfish מסורן ארוך שן Largest known prime number מספרים ראשוניים גדולים Largo al factotum האריה של פיגארו Lari לארי Larimar פקטוליט#לרימר Larisa Dolina לריסה דולינה Larisa Latynina לאריסה לטינינה Larisa Lazutina לריסה לזוטינה Larissa לאריסה Larissa לריסה Lark עפרוניים Larkin לרקין Larks' Tongues in Aspic Larks' Tongues in Aspic Larmor precession נקיפת לרמור Larnaca לרנקה Larnaca קטגוריה:לרנקה Larnaca International Airport נמל התעופה הבינלאומי בלרנקה Larnaca Salt Lake אגמי המלח של לרנקה Larne לרן Larnite לרניט Larousse Gastronomique לארוס גסטרונומיק Larrea tridentata לראה משולשת Larry Abramson לארי אברמסון Larry Adler לארי אדלר Larry Bird לארי בירד Larry Brown לארי בראון Larry Clark לארי קלארק Larry Cohen לארי כהן Larry David לארי דייוויד Larry Ellison לארי אליסון Larry Fine לארי פיין Larry Flynt לארי פלינט Larry Foust לארי פאוסט Larry Gelbart לארי גלברט Larry Hagman לארי הגמן Larry Hughes לארי יוז Larry Johnson לארי ג'ונסון Larry King לארי קינג Larry Kramer לארי קרמר Larry Kusche לארי קוש Larry Nance לארי נאנס Larry Niven לארי ניבן Larry O'Bannon לארי אובאנון Larry O'Brien Championship Trophy גביע לארי אובריין Larry Page לארי פייג' Larry Sanger לארי סנגר Larry Silverstein לארי סילברסטיין Larry Wall לארי וול Larry Walters לארי וולטרס Lars Ahlfors לארס אלפורס Lars Bender לארס בנדר Lars Christiansen לארס קריסטיאנסן Lars Emil Johansen לארס אמיל יוהנסן Lars Faaborg-Andersen לארס פאבורג-אנדרסן Lars Frölander לארס פרולאנדר Lars Gustafsson לארס גוסטפסון Lars Hedegaard לארס הדגארד Lars Jacobsen לארס יקובסן Lars Jansson לארס ינסון Lars Lagerbäck לארס לאגרבק Lars Løkke Rasmussen לארס לקה ראסמוסן Lars Ricken לארס ריקן Lars Riedel לארס רידל Lars Stindl לארס שטינדל Lars Ulrich לארס אולריך Lars von Trier לארס פון טרייר Larsa לרסה Larsson לארסון Larus שחף Larva פגית Laryea Kingston לריאה קינגסטון Laryngeal cancer סרטן הגרון Laryngomalacia רככת בית הקול Larynx בית הקול Las Condes לאס קונדס Las Meninas לאס מנינאס Las Palmas לאס פאלמס דה גראן קנריה Las Tunas ויקטוריה דה לאס טונאס Las Vegas לאס וגאס Las Vegas Strip הסטריפ Las Vegas Strip קטגוריה:הסטריפ Las Ventas לס ונטאס Lasagne לזניה Lascaux מערת לאסקו Lascelles Abercrombie לסלס אברקרומבי Lascăr Catargiu לסקר קטרג'יו Laser לייזר Laser Weapon System LaWS Laser applications קטגוריה:יישומי לייזר Laser cooling קירור באמצעות לייזרים Laser cutting חיתוך בלייזר Laser hair removal הסרת שיער בלייזר Laser printing מדפסת לייזר Laser rangefinder מד טווח לייזר Laser safety בטיחות לייזר Laser types קטגוריה:סוגי לייזר LaserDisc לייזרדיסק Lasers קטגוריה:לייזרים Lasha Zhvania לאשה ז'ווניה Lashinda Demus לשינדה דמוס Lashkar-e-Taiba לשקאר-א-טייבה Lashkar-e-Taiba קטגוריה:לשקאר-א-טייבה Lashon hara איסור לשון הרע Lasiocampidae קטגוריה:טוואיים Laskar Jihad לסקר ג'יהאד Laskarina Bouboulina לסקרינה בובולינה Lasker לסקר Lasker Award פרס לסקר Lasker Award קטגוריה:זוכי פרס לסקר Laski לסקי Laskov לסקוב Lasri לסרי Lass לס Lassa fever קדחת לסה Lassana Diarra לסאנה דיארה Lasse Hallström לאסה הלסטרם Lasse Schöne לאסה שונה Lasse Virén לאסה וירן Lassen Peak לאסן Lassie Come-Home לאסי חוזרת הביתה Last Action Hero אחרון גיבורי הפעולה Last Chance to See הזדמנות אחרונה לראות Last Friday Night Last Friday Night Last Girl on Earth Last Girl on Earth Tour Last Judgment יום הדין Last Night Last Night Last Summer Suddenly בקיץ האחרון פתאום Last Supper הסעודה האחרונה Last Tango in Paris הטנגו האחרון בפריז Last Week Tonight with John Oliver השבוע שעבר עם ג'ון אוליבר Last Year at Marienbad אשתקד במרינבד Last call קריאה אחרונה Last man האדם האחרון Last universal ancestor האב הקדמון הכולל Last word תבנית:מילה אחרונה Last.fm Last.fm Lasta לסתה Lastexpofan User:Lastexpofan Latakia לטקיה Latakia קטגוריה:לטקיה Latakia District נפת לטקיה Latakia Governorate לטקיה Late Antiquity שלהי העת העתיקה Late Cretaceous קרטיקון עליון Late Jurassic יורה עליון Late Marriage חתונה מאוחרת Late Orchestration Late Orchestration Late Registration Late Registration Late Roman army הצבא הרומי בתקופת הקיסרות המאוחרת Late Summer Blues בלוז לחופש הגדול Late Triassic טריאס עליון Latency זמן השהיה Latency stage המודל הפסיכוסקסואלי#שלב החביון Latent heat חום כמוס Latent inhibition עכבה סמויה Later Acharonim קטגוריה:רבנים: אחרונים Lateral consonant עיצורים צדיים Lateral geniculate nucleus גרעין הברך הצדי Lateral line מערכת קו הצד Lateral medullary syndrome תסמונת ולנברג Lateral pterygoid muscle שריר הכנפה הצידי Lateral thoracic artery עורק החזה הצדי Lateran לטראנו Lateran Obelisk אובליסק הלטראנו Lateran Palace ארמון הלטראנו Lateran Treaty ההסכמים הלטרניים Laterite לטריט Latet לתת Latex לטקס Latgale לטגליה Latgalian language לטגלית Lathe מחרטה Lathyrus טופח Lati Grobman לטי גרובמן Latifundium לטיפונדיה Latimeria לטימריה Latin לטינית Latin America אמריקה הלטינית Latin America פורטל:אמריקה הלטינית Latin America קטגוריה:אמריקה הלטינית Latin American Studies Association אגודת לימודי אמריקה הלטינית Latin American caste system קטגוריה:קאסטות באמריקה הלטינית Latin American cinema קטגוריה:קולנוע לטינו-אמריקאי Latin American countries קטגוריה:אמריקה הלטינית: מדינות וטריטוריות Latin American cuisine מטבחי אמריקה הלטינית Latin American cuisine קטגוריה:אמריקה הלטינית: מטבחים Latin American culture קטגוריה:אמריקה הלטינית: תרבות Latin American history קטגוריה:אמריקה הלטינית: היסטוריה Latin American literature קטגוריה:ספרות לטינו-אמריקאית Latin American music קטגוריה:מוזיקה לטינית Latin American people קטגוריה:עמי אמריקה הלטינית Latin American studies קטגוריה:לימודי אמריקה הלטינית Latin American writers קטגוריה:סופרים לטינו-אמריקאיים Latin Cup הגביע הלטיני Latin Empire האימפריה הלטינית Latin Grammy Award פרס גראמי הלטיני Latin League הברית הלטינית Latin Patriarchate of Jerusalem הפטריארכיה הלטינית Latin alphabet קטגוריה:אלפבית לטיני Latin alphabet sidebar תבנית:אלפבית לטיני Latin jazz ג'אז לטיני Latin language קטגוריה:לטינית Latin legal terms קטגוריה:לטינית: מונחים משפטיים Latin script אלפבית לטיני Latin square ריבוע לטיני Latin words and phrases קטגוריה:ביטויים לטיניים Latin-language films קטגוריה:סרטים בלטינית Latins לאטינים Latis לאטיס Latissimus dorsi muscle שריר הגב הרחיב Latitude קו רוחב Latium לאטיום Latma לאטמה Latorica לאטוריצה Latowicz לאטוביץ' Latrell Sprewell לטרל ספריוול Latrine לטרינה Latrodectus אלמנה Latrodectus tredecimguttatus אלמנה שחורה Latrun לטרון Latrun Interchange מחלף לטרון Latte art ציור בקפה Latter Days מצב לאהבה Lattice סריג Lattice QCD כרומודינמיקה קוונטית על סריג Lattice energy אנרגיית סריג Lattice-based cryptography הצפנה מבוססת סריג Latvia לטביה Latvia קטגוריה:לטביה Latvia at the Olympics לטביה במשחקים האולימפיים Latvia in World War II קטגוריה:לטביה במלחמת העולם השנייה Latvia in the Eurovision Song Contest לטביה באירוויזיון Latvia national basketball team נבחרת לטביה בכדורסל Latvia national football team נבחרת לטביה בכדורגל Latvia templates קטגוריה:תבניות ניווט - לטביה Latvian Gambit גמביט לטבי Latvian Higher League ליגת העל הלטבית Latvian Jews קטגוריה:יהודים לטבים Latvian National Armed Forces הכוחות המזוינים הלאומיים של לטביה Latvian National Opera האופרה הלאומית של לטביה Latvian Riflemen הרובאים הלטביים Latvian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הלטבית Latvian basketball players קטגוריה:כדורסלנים לטבים Latvian chess players קטגוריה:שחמטאים לטבים Latvian culture קטגוריה:לטביה: תרבות Latvian footballers קטגוריה:כדורגלנים לטבים Latvian language לטבית Latvian lats לטס Latvian literature קטגוריה:ספרות לטבית Latvian musicians קטגוריה:מוזיקאים לטבים Latvian people קטגוריה:לטבים Latvian politicians קטגוריה:פוליטיקאים לטבים Latvian rabbis קטגוריה:רבנים לטבים Latvian society קטגוריה:לטביה: דמוגרפיה Latvian sportspeople קטגוריה:ספורטאים לטבים Latvian writers קטגוריה:סופרים לטבים Latvians לטבים Lau לאו Lauda Air לאודה אייר Laudanum לאודנום Laudato si' לאודאטו סי Lauder לאודר Laufer לאופר Laugh track צחוק מוקלט Laughing Stock Laughing Stock Laughing dove צוצלת Laughing falcon בז צוחק Laughing kookaburra קוקברה צוחקת Laughter הצחוק Laughter צחוק Laughter קטגוריה:צחוק Laughter yoga יוגה צחוק Launch pad כן שיגור Launch vehicle משגר לוויינים וחלליות Launch window חלון שיגור Launcher משגר LauncherOne Launcher One Launchpad Launchpad Laundry כביסה Laundry קטגוריה:כביסה Laundry ball כדור כביסה Laundry detergent אבקת כביסה Laupheim לאופהיים Laura לאורה Laura Adler's Last Love Affair אהבתה האחרונה של לורה אדלר Laura Bassi לאורה באסי Laura Bush לורה בוש Laura Carmichael לורה קרמייקל Laura Chinchilla לאורה צ'ינצ'ייה Laura Dern לורה דרן Laura Fraser לורה פרייז'ר Laura Haddock לורה האדוק Laura Harring לורה הרינג Laura Ingalls Wilder לורה אינגלס וילדר Laura Linney לורה ליני Laura Marano לורה מרנו Laura Morera לאורה מוררה Laura Pausini לאורה פאוזיני Laura Prepon לורה פריפון Laura San Giacomo לורה סאן ג'אקומו Laura Tesoro לאורה טסורו Laura Vandervoort לורה ונדרוורט Laura of Euthymius מנזר אותימיוס Laura Österberg Kalmari לאורה אוסטרברג קלמארי LauraLayland/sandbox עוררות מינית Lauraceae עריים Lauraceae קטגוריה:עריים Laurales עראים Laurales קטגוריה:עראים Laurana Kanan לאורנה קנן Laurasia לאוראסיה Laurasiatheria לאורסיאתריה Laure Manaudou לור מנודו Lauredian Union איחוד לורידיאנה Laurel and Hardy לורל והארדי Laurel forest לאוריסילבה Lauren לורן Lauren Ambrose לורן אמברוז Lauren Bacall לורן באקול Lauren Boyle לוריין בויל Lauren Child לורן צ'יילד Lauren Cohan לורן כהן Lauren Conrad לורן קונרד Lauren Faust לורן פאוסט Lauren Graham לורן גרהאם Lauren Holly לורן הולי Lauren Jackson לורן ג'קסון Lauren Tom לורן טום Lauren Weisberger לורן וייסברגר Laurence Fishburne לורנס פישבורן Laurence Fox לורנס פוקס Laurence Harvey לורנס הארווי Laurence Oliphant לורנס אוליפנט Laurence Olivier לורנס אוליבייה Laurence Olivier Award פרס אוליבייה Laurence Olivier Award winners קטגוריה:זוכי פרס אוליבייה Laurence Sterne לורנס סטרן Laurens van der Post לורנס ון דר פוסט Laurent Blanc לורן בלאן Laurent Ciman לורן סימאן Laurent Fabius לורן פביוס Laurent Gras לוראן גרה Laurent Koscielny לורן קוסיילני Laurent Schwartz לורן שוורץ Laurent series טור לורן Laurentia לאורנטיה Laurentian Library הספרייה הלורנציאנית Lauria לאוריה Lauriane Gilliéron לאוריאן גיליארון Laurie Anderson לורי אנדרסון Laurie Brown לורי בראון Laurie Holden לורי הולדן Laurie Scott לורי סקוט Lauritz Melchior לאוריץ מלכיור Laurium לאווריו Laurus nobilis ער אציל Lauryn Hill לורין היל Lauryn Williams לורין ויליאמס Lausanne לוזאן Lausanne קטגוריה:לוזאן Lausanne Cathedral קתדרלת לוזאן Lausanne Conference of 1949 ועידת לוזאן Lautaro לאוטארו Lautaro Acosta לאוטרו אקוסטה Lautaro Lodge לשכת לאוטארו Lauteraar Rothörner לאוטראר רוטהורנר Lauteraarhorn לאוטרארהורן Lauterbrunnen Wall קיר לאוטרברונן Lautoka לוטוקה Lautém District לאוטם Lava לבה Lava Records לוה רקורדס Lava gull שחף לבה Lava heron אנפת לבה Lava lake אגם לבה Lava lamp מנורת לבה Lava spine פקק געשי#מחט געשית Lava tube צינור לבה Laval לאוואל Laval University אוניברסיטת לאוול Lavalier תליון Lavandula אזוביון Lavandula angustifolia אזוביון רפואי Lavandula stoechas אזוביון דגול Lavash לוואשי Lavateraguy/CAM CAM Lavateraguy/Genisteae רותם Lavaux לבו Lavazza לוואצה Laveen.senapati/sandbox אמיר ח'אן Lavender linguistics סלנג להט"בי Lavender scare בהלת הלבנדר Laverne Cox לברן קוקס Lavi לביא Lavie Tidhar לביא תדהר Lavinia Miloșovici לוויניה מילושוביץ' Lavochkin לאבוצ'קין Lavochkin La-5 לאבוצ'קין La-5 Lavochkin La-7 לאבוצ'קין La-7 Lavochkin-Gorbunov-Gudkov LaGG-3 LAGG-3 Lavon לבון Lavon Affair העסק הביש Lavr Kornilov לאוור קורנילוב Lavra לאורה Lavrentiy Beria לברנטי בריה Lavrov לברוב Law דין Law פורטל:חוק ומשפט Law קטגוריה:חוק ומשפט Law & Order חוק וסדר Law & Order: Criminal Intent חוק וסדר: כוונה פלילית Law & Order: Special Victims Unit חוק וסדר: מדור מיוחד Law & Order: Trial by Jury חוק וסדר: משפט וצדק Law Abiding Citizen אזרח שומר חוק Law and Justice חוק וצדק Law and Social Inquiry Law & Social Inquiry Law and economics ניתוח כלכלי של המשפט Law and literature משפט וספרות Law books קטגוריה:ספרי משפט Law by country קטגוריה:חוק ומשפט לפי מדינה Law by issue קטגוריה:ענפי המשפט Law enforcement in Italy משטרות איטליה Law enforcement occupations קטגוריה:מקצועות אכיפת החוק Law enforcement operations קטגוריה:מצורי משטרה Law enforcement organizations קטגוריה:ארגונים משטרתיים Law enforcement units קטגוריה:ארגוני אכיפת חוק Law firm משרד עורכי דין Law firms קטגוריה:משרדי עורכי דין Law firms of Israel קטגוריה:משרדי עורכי דין בישראל Law for Prevention of Damage to State of Israel through Boycott חוק למניעת פגיעה במדינת ישראל באמצעות חרם Law for Protection of the Nation החוק להגנת האומה Law for the Restoration of the Professional Civil Service חוק לשיקום שירות המדינה המקצועי Law given to Moses at Sinai הלכה למשה מסיני Law in Nazi Germany קטגוריה:גרמניה הנאצית: חוק ומשפט Law in the United Kingdom קטגוריה:בריטניה: חוק ומשפט Law infobox templates קטגוריה:תבניות פרמטריות - חוק ומשפט Law journals קטגוריה:כתבי עת משפטיים Law of Desire חוק התשוקה Law of Free Birth חוק הרחם החופשי Law of Return חוק השבות Law of cosines משפט הקוסינוסים Law of definite proportions חוק ההרכב המוגדר Law of excluded middle עקרון השלישי הנמנע Law of identity חוק הזהות Law of large numbers חוק המספרים הגדולים Law of noncontradiction חוק אי-הסתירה Law of salvage שכר הצלה Law of sines משפט הסינוסים Law of superposition עקרון הסופרפוזיציה Law of tangents משפט הטנגנסים Law of the United States המשפט בארצות הברית Law of the instrument חוק המכשיר Law of the sea קטגוריה:משפט ימי Law of total expectation משפט ההחלקה Law of total probability נוסחת ההסתברות השלמה Law of total variance משפט השונות השלמה Law of triviality חוק הטריוויאליות של פרקינסון Law of truly large numbers חוק המספרים הגדולים באמת Law of war דיני מלחמה Law review כתב עת משפטי Law soma user:Law soma Law stubs קטגוריה:קצרמר חוק ומשפט Law templates קטגוריה:תבניות ניווט - חוק ומשפט Lawfare לוחמה משפטית Lawn מדשאה Lawn mower מכסחת דשא Lawrence לורנס Lawrence Alma-Tadema לורנס אלמה-טדמה Lawrence Berkeley National Laboratory המעבדה הלאומית לורנס ברקלי Lawrence Brownlee לורנס בראונלי Lawrence Durrell לורנס דארל Lawrence Dutton לורנס דאטון Lawrence Eagleburger לורנס איגלברגר Lawrence Foster לורנס פוסטר Lawrence Gilliard Jr. לארי ג'יליארד ג'וניור Lawrence Gonzi לורנס גונצי Lawrence Kelemen לורנס קלמן Lawrence Klein לורנס קליין Lawrence Kohlberg לורנס קולברג Lawrence Lessig לורנס לסיג Lawrence Oates לורנס אוטס Lawrence Sanders לורנס סנדרס Lawrence Stone לורנס סטון Lawrence Summers לורנס סאמרס Lawrence Texas פסק דין לורנס נגד טקסס Lawrence of Arabia לורנס איש ערב Lawrence of Rome לאורנטיוס מרומא Lawrencium לורנציום Laws and customs of the Land of Israel in Judaism מצוות התלויות בארץ Laws of Eshnunna חוקי אשנונה Laws of association football קטגוריה:כדורגל: חוקים Laws of the Game חוקת משחק הכדורגל Laws of war קטגוריה:דיני מלחמה Lawson לוסון Lawsonite לוסוניט Lawsuit ליטיגציה Lawsuits against God תביעות נגד אלוהים Lawyer משפטן Lawyers קטגוריה:עורכי דין Lay brother קונברסי Layer שכבה Layer cake עוגת שכבות Layered intrusion מחדר שכבתי Layla Miller ליילה מילר Layla and Majnun לילא ומג'נון Laylat al-Qadr לילת אל-קאדר Layli Miller-Muro ליילי מילר-מורו Layne Staley ליין סטאלי Layperson הדיוט Laysan albatross אלבטרוס נצחי Laz Alonso לאז אלונזו Laz language לאזית Laz people לאזים Lazar לזר Lazar Brodsky אליעזר ברודסקי Lazar Kaganovich לזר קגנוביץ' Lazar Krestin לזר קריסטין Lazar Lagin לזר לגין Lazar of Serbia לזר חרבליאנוביץ' Lazar the Serb לזר הסרבי Lazare Carnot לזאר קרנו Lazare Lévy לאזאר לוי Lazaros Papadopoulos לזארוס פאפאדופולוס Lazarov לזרוב Lazarus Lazarus Lazarus לזרוס Lazarus Bendavid אלעזר בן-דוד Lazarus Geiger לצרוס גייגר Lazarus Goldschmidt לזרוס גולדשמידט Lazarus of Bethany לזרוס Lazarus taxon אפקט לזרוס Lazdijai לזדיי Lazdijai District Municipality לזדיי Lazica אגריסי Laziness עצלנות Lazio לאציו Lazio קטגוריה:לאציו Lazio Aprilia אפריליה Lazio Latina לאטינה Lazio Tivoli טיבולי Lazistan Sanjak לאזיסטן Lazurite לזוריט Lazuz לזוז Lazuz מפלגת לזוז Lazy Lazy LazyTown נווה עצלנות Lazzaro Spallanzani לאדזרו ספלנצאני Lazăr Edeleanu לזר אדליאנו Lazăr Șăineanu לאזר שייניאנו Laïko לאיקו Laško לאשקו Lațcu of Moldavia לאצקו Ldorfman משתמש:Ldorfman Le Boucher הקצב Le Bourgeois gentilhomme גם הוא באצילים Le Bourget לה בורז'ה Le Canard enchaîné לה קנאר אנשנה Le Chambon-sur-Lignon לה שמבון-סור-ליניון Le Chamossaire שאמוסר Le Chant des mariées שירת הכלות Le Chatelier's principle עקרון לה שטלייה Le Concert הקונצרט Le Corbusier לה קורבוזיה Le Corbusier קטגוריה:לה קורבוזיה Le Cordon Bleu קורדון בלו Le Dernier Combat הקרב האחרון Le Destroit מבצר דטרוא Le Déjeuner en fourrure אובייקט Le Déjeuner sur l’herbe ארוחת בוקר על הדשא Le Figaro לה פיגארו Le Fort fracture of skull שברי גולגולת על שם לה פורט Le Fresne המילה Le Gaulois הגאלי Le Grand Véfour לה גראן ופור Le Havre לה הבר Le Havre AC players קטגוריה:כדורגלני לה הבר Le Houga לה הוגא Le Jeu de la Mort משחק המוות Le Lamentin לה לאמנטין Le Locle לה לוקל Le Maire Strait מצר לה מייר Le Mali המנון מאלי Le Mans לה מאן Le Mans קטגוריה:לה מאן Le Mans Cathedral קתדרלת לה-מאן Le Mans FC players קטגוריה:כדורגלני לה מאן Le Mans Sarthe Basket לה-מאן סארת Le Mans Sarthe Basket players קטגוריה:כדורסלני לה-מאן סארת Le Marais המארה Le Monde לה מונד Le Monde's 100 Books of the Century רשימת 100 הספרים של המאה של לה מונד Le Morne Brabant לה מורן Le Méridien לה מרידיאן Le Pen לה פן Le Perreux-sur-Marne לה-פרו-סור-מארן Le Phare Le Phare Le Pied-bot~enwiki משתמש:Le Pied-bot Le Plus Grand Français הצרפתים הדגולים ביותר Le Puy-en-Velay לה פוי-אן-ולה Le Raincy רנסי Le Robert לה רובר Le Samouraï הסמוראי Le Trio Joubran טריו ג'ובראן Le Viandier לה ויאנדיה Le devin du village נביא הכפר Le petit Nicolas ניקולא הקטן Le souper de Beaucaire סעודת הערבית של בוקר Le tombeau de Couperin קברו של קופרן Le7elSeven/sandbox שרליז ת'רון LeAnn Rimes ליאן ריימס LeBron James לברון ג'יימס LeVar Burton לוואר ברטון Lea Aini לאה איני Lea Gottlieb לאה גוטליב Lea Grundig לאה גרונדיג Lea Koenig ליא קניג Lea Michele ליאה מישל Lea Nass לאה נס Lea Nikel לאה ניקל Lea Rosh לאה רוס Lea Salonga ליאה סלונגה Lea Thompson ליאה תומפסון Leach's storm petrel יסעורון אטלנטי Leachate תשטיפי פסולת Lead עופרת Lead Belly לדבלי Lead climbing טיפוס הובלה Lead glass בדולח Lead poisoning הרעלת עופרת Lead vocalist סולן Leadenhall Market שוק לדנהול Leader המנהיג Leader לידר Leader of the Opposition ראש האופוזיציה Leaders of the Conservative Party קטגוריה:מנהיגי המפלגה השמרנית של בריטניה Leaders of the House of Lords קטגוריה:מנהיגי בית הלורדים הבריטי Leaders of the Labour Party קטגוריה:מנהיגי מפלגת הלייבור של בריטניה Leaders of the United States House of Representatives קטגוריה:מנהיגי סיעות בבית הנבחרים של ארצות הברית Leaders of the United States Senate קטגוריה:מנהיגי סיעות בסנאט של ארצות הברית Leaders of the tribes of Israel נשיאי שבטי ישראל Leadership מנהיגות Leadership in Energy and Environmental Design התקן האמריקאי לבנייה ירוקה LEED Leading actor שחקן ראשי Leading zero אפס מוביל Leading-tone טון מוביל Leaf עלה Leaf blower מפוח עלים Leaf warbler עלווית Leaf-nosed bat זיזפיים Leaflet עלעל Leafpad Leafpad Leafy seadragon סוסון האצה League ליגה League of Communists of Yugoslavia המפלגה הקומוניסטית של יוגוסלביה League of Corinth הליגה הקורינתית League of German Girls אגודת הנערות הגרמניות League of Ireland ליגת העל האירית בכדורגל League of Legends League of Legends League of Militant Atheists אגודת חסרי האל League of Nations חבר הלאומים League of Nations קטגוריה:חבר הלאומים League of Nations mandate מנדט חבר הלאומים League of Struggle for the Emancipation of the Working Class איחוד המאבק לשחרור מעמד הפועלים League of Torgau ברית טורגאו League of the Three Emperors ברית שלושת הקיסרים League system מבנה ליגות ספורט Leah לאה Leah Goldberg לאה גולדברג Leah Goldstein לאה גולדשטיין Leah Pipes ליה פייפס Leah Rabin לאה רבין Leah Remini ליה רימיני Leak דליפה Leakey ליקי Lean manufacturing ייצור רזה Leandro Barbosa ליאנדרו ברבוזה Leandro Bisiach ליאנדרו ביזיאק Leandro Castán לאנדרו קסטאן Leandro Cufré ליאנדרו קופרה Leandro Simioni לאנדרו סימיוני Leandro Somoza לאנדרו סומוסה Leaning Tower of Pisa מגדל פיזה Leap second דקה מעוברת Leap year שנה מעוברת Leapfrog חמור חדש Lear ליר Learned Hand לרנד הנד Learned helplessness חוסר אונים נרכש Learned societies קטגוריה:אגודות מדעיות Learned society אגודה מדעית Learning למידה Learning קטגוריה:למידה Learning analytics ניתוח למידה Learning community קהילה לומדת וירטואלית Learning curve עקומת למידה Learning disabilities קטגוריה:לקויות למידה Learning disability לקות למידה Learning management system מערכת לניהול למידה Learning methods קטגוריה:שיטות למידה Learning object אובייקט למידה Leary לירי Lease חכירה Leash רצועת הולכה Leasing ליסינג Least common multiple כפולה משותפת מינימלית Least squares שיטת הריבועים הפחותים Least weasel חמוס השלגים Least-concern species ללא חשש Leather עור Leatherback sea turtle צב ים גילדי Leatherman לדרמן Leava ליווה Leavening agent התפחה Leavening agents קטגוריה:חומרי התפחה Lebanese Air Force חיל האוויר הלבנוני Lebanese Arab Army צבא לבנון הערבי Lebanese Arabic ערבית לבנונית Lebanese Armed Forces צבא לבנון Lebanese Christians קטגוריה:נוצרים לבנונים Lebanese Civil War מלחמת האזרחים בלבנון Lebanese Communist Party המפלגה הקומוניסטית הלבנונית Lebanese Democratic Party המפלגה הדמוקרטית הלבנונית Lebanese Forces הכוחות הלבנוניים Lebanese Front החזית הלבנונית Lebanese Independence Day יום העצמאות Lebanese National Anthem המנון לבנון Lebanese Navy חיל הים הלבנוני Lebanese clergy קטגוריה:אנשי דת לבנונים Lebanese cuisine קטגוריה:המטבח הלבנוני Lebanese culture קטגוריה:לבנון: תרבות Lebanese families קטגוריה:לבנון: משפחות Lebanese law קטגוריה:לבנון: חוק ומשפט Lebanese literature קטגוריה:ספרות לבנונית Lebanese military personnel קטגוריה:אנשי צבא לבנונים Lebanese musicians קטגוריה:מוזיקאים לבנונים Lebanese people קטגוריה:לבנונים Lebanese people by occupation קטגוריה:לבנונים לפי מקצוע Lebanese philosophers קטגוריה:פילוסופים לבנונים Lebanese poets קטגוריה:משוררים לבנונים Lebanese politicians קטגוריה:פוליטיקאים לבנונים Lebanese pound לירה לבנונית Lebanese singers קטגוריה:זמרים לבנונים Lebanese writers קטגוריה:סופרים לבנונים Lebanon לבנון Lebanon קטגוריה:לבנון Lebanon Anjar ענג'ר Lebanon Beaufort Castle בופור Lebanon Debel דבל Lebanon Hula חולא Lebanon Kafr Kila כפר כילא Lebanon Tripoli טריפולי Lebanon Tyre צור Lebanon Tyre קטגוריה:צור Lebanon War מלחמת לבנון Lebanon at the Olympics לבנון במשחקים האולימפיים Lebanon at the Paralympics לבנון במשחקים הפאראלימפיים Lebanon national basketball team נבחרת לבנון בכדורסל Lebanon national football team נבחרת לבנון בכדורגל Lebanon stubs קטגוריה:קצרמר לבנון Lebanon templates קטגוריה:תבניות ניווט - לבנון Lebanon–Syria relations קטגוריה:יחסי לבנון-סוריה Lebedev Physical Institute מכון לבדב לפיזיקה Lebel Model 1886 rifle לבל 1886 Lebensborn לבנסבורן Lebensohl Lebensohl Lebensraum מרחב מחיה Lebesgue integration אינטגרל לבג Lebesgue measure מידת לבג Lebesgue's number lemma מספר לבג Lebkuchen לבקוכן Leblon לבלון Lebns Fragn לעבנס-פראגן Lebonah לבונה Lebowa לבווה Lecce לצ'ה Lecco לקו Lech לך Lech Kaczyński לך קצ'ינסקי Lech Poznań לך פוזנן Lech Poznań players קטגוריה:כדורגלני לך פוזנן Lech Wałęsa לך ואלנסה Lech-Lecha פרשת לך לך Lechkhumi לצ'חומי Lechwe קובוס המשקפיים Lecithin לציטין Leconte de Lisle שארל מארי רנה לקונט דה ליל Lecsó לצ'ו Lectern סטנדר Lectin לקטין Lecture הרצאה Lecture recording צילום הרצאות בווידאו Lecturer מרצה Led Zeppelin Led Zeppelin Led Zeppelin לד זפלין Led Zeppelin קטגוריה:לד זפלין Led Zeppelin תבנית:לד זפלין Led Zeppelin II Led Zeppelin II Led Zeppelin III Led Zeppelin III Led Zeppelin IV Led Zeppelin IV Led Zeppelin albums קטגוריה:אלבומי לד זפלין Leda לדה Lederhosen לדרהוזן Ledley King לדלי קינג Lednice–Valtice Cultural Landscape לדניצה-ואלטיצה Ledo Road דרך לדו Lee Bum-young לי בום-יונג Lee Byung-hun לי ביונג-הון Lee Calhoun לי קלהון Lee Casciaro לי קאסיארו Lee Child לי צ'יילד Lee Cobb לי ג'יי. קוב Lee Dixon לי דיקסון Lee Eun-sil לי און-סיל Lee Evans לי אוונס Lee Friedlander לי פרידלנדר Lee Grant לי גרנט Lee Harvey Oswald לי הארווי אוסוואלד Lee Hazlewood לי הייזלווד Lee Hsien Loong לי הסיין לונג Lee Hsien Yang לי הסיין יאנג Lee Iacocca לי איאקוקה Lee Ingleby לי אינגלבי Lee Johnson לי ג'ונסון Lee Keun-ho לי קאון-הו Lee Konitz לי קוניץ Lee Korzits לי קורזיץ Lee Kuan Yew לי קואן יו Lee Marvin לי מרווין Lee Meriwether לי מריוותר Lee Miller לי מילר Lee Min-ho לי מין-הו Lee Morgan לי מורגן Lee Myung-bak לי מיונג-באק Lee Nailon לי ניילון Lee Pace לי פייס Lee Radziwill לי רדזיוויל Lee Remick לי רמיק Lee Rogers Berger לי ברגר Lee Ryan לי ראיין Lee Segel לי סגל Lee Sharpe לי שארפ Lee Smolin לי סמולין Lee Spetner לי ספטנר Lee Strasberg לי סטרסברג Lee Sung-yeol לי סונגיאול Lee Thompson Young לי תומפסון יאנג Lee Valley VeloPark ולופארק Lee Valley White Water Centre מרכז החתירה במים סוערים עמק לי Lee Van Cleef לי ואן-קליף Lee Zeitouni affair פרשת לי זיתוני Lee Zeldin לי זלדין Lee de Forest לי דה פורסט Lee's Ferry ליז פרי Leech עלוקה Leeds לידס Leeds United F.C. לידס יונייטד Leeds United F.C. קטגוריה:לידס יונייטד Leeds United F.C. managers קטגוריה:מאמני לידס יונייטד Leeds United F.C. players קטגוריה:כדורגלני לידס יונייטד Leek כרישה Leela פיוצ'רמה#הדמויות הראשיות Leer לר Leer מחוז לר Leeuwarden ליוורדן Leevan Sands ליוואן סנדס Leeward Islands איי ליווארד Lee–Enfield לי אנפילד Leffe לף Lefkada לפקדה Lefortovo Prison כלא לפורטובו Left שמאל Left 4 Dead Left 4 Dead Left 4 Dead 2 Left 4 Dead 2 Left Camp of Israel מחנה של"י Left Faction סיעת שמאל Left Opposition האופוזיציה השמאלית Left Opposition קטגוריה:האופוזיציה השמאלית Left Party מפלגת השמאל Left Socialist Revolutionaries המפלגה הסוציאל-רבולוציונית Left and right ימין ושמאל Left anterior fascicular block חסם שמאלי קדמי חלקי Left bundle branch block חסם צרור הולכה שמאלי Left gastric artery עורק הקיבה השמאלי Left gastroepiploic artery עורק הקיבה והפדר השמאלי Left-bank Ukraine אוקראינה של הגדה השמאלית Leftovers שאריות Left–right politics שמאל וימין בפוליטיקה Leg רגל Leg warmer חותלות Lega Basket Serie A ליגת העל האיטלקית בכדורסל Lega Basket Serie A תבנית:ליגת העל האיטלקית בכדורסל Lega Pro ליגה פרו Lega people שבט לגה Legacoop Legacoop Legacy Virus וירוס הירושה Legacy encoding קידוד לגסי Legacy of Ashes מורשת של אפר Legacy system מערכת מורשת Legal aspects of computing דיני מחשבים Legal aspects of ritual slaughter המאבק על השחיטה הכשרה Legal awards קטגוריה:פרסים משפטיים Legal buildings in London קטגוריה:לונדון: משפט Legal case תיק משפטי Legal clinic קליניקה משפטית Legal deposit ספריית הפקדה Legal documents קטגוריה:מסמכים משפטיים Legal drinking age גיל שתייה חוקי Legal films קטגוריה:סרטי בית משפט Legal formalism פורמליזם משפטי Legal guardian אפוטרופסות Legal moralism מוסריות לגליסטית Legal personality אישיות משפטית Legal positivism פוזיטיביזם משפטי Legal procedure קטגוריה:משפט פרוצדורלי Legal professional privilege מבחן ויגמור Legal professional privilege in Australia מבחן ויגמור Legal professions קטגוריה:מקצועות המשפט Legal realism ריאליזם משפטי Legal remedy סעד Legal scholars קטגוריה:חוקרי משפט Legal separation פרוד Legal television series קטגוריה:סדרות משפטיות Legal tender הילך חוקי Legal terms קטגוריה:מונחים משפטיים Legalization לגליזציה Legall de Kermeur לגל דה קרמר Legally Blonde לא רק בלונדינית Legation צירות Legatus לגאטוס Legcuffs אזיקי רגל Legend Legend Legend אגדה Legend אגדת האחים קריי Legend סיפור עם Legend תבנית:מקרא Legend of Keret אגדת כרת Legend of the Black Shawarma Legend of the Black Shawarma Legend of the Guardians: The Owls of Ga'Hoole אגדה עם כנפיים Legenda אגדה Legendary Emperors of Japan קטגוריה:הקיסרים האגדיים של יפן Legendary creatures קטגוריה:מפלצות וחיות מיתולוגיות Legendary mammals קטגוריה:יצורי כלאיים מיתולוגיים Legendary reptiles קטגוריה:זוחלים מיתולוגיים Legendary serpents קטגוריה:נחשים אגדיים Legendre לז'נדר Legendre polynomials פולינומי לז'נדר Legendre symbol סימן לז'נדר Legendre transformation התמרת לז'נדר Legendre's conjecture השערת לז'נדר Legends זהות נרדפת Legends of Chima צ'ימה Legends of Tomorrow אגדות המחר Legends of Valhalla: Thor תפוס ת'פטיש Legg לג Legg–Calvé–Perthes disease תסמונת לג-קלב-פרטס Leghorn chicken לגהורן Legia Warsaw לגיה ורשה Legia Warsaw players קטגוריה:כדורגלני לגיה ורשה Legio לגיו Legio I Adiutrix הלגיון הראשון אדיוטריקס Legio I Germanica הלגיון הראשון גרמניקה Legio I Minervia הלגיון הראשון מינרוויה Legio II Augusta הלגיון השני אוגוסטה Legio II Traiana Fortis הלגיון השני טריאנה Legio III Cyrenaica הלגיון השלישי קירנאיקה Legio IX Hispana הלגיון התשיעי היספנה Legio V Macedonica הלגיון החמישי מקדוניקה Legio VI הלגיון השישי Legio VI Ferrata הלגיון השישי פראטה Legio VII Claudia הלגיון השביעי קלאודיה Legio VIII Augusta הלגיון השמיני אוגוסטה Legio X הלגיון העשירי Legio X Fretensis הלגיון העשירי פרטנסיס Legio X Gemina הלגיון העשירי גמינה Legio XI Claudia הלגיון האחד עשר קלאודיה Legio XII Fulminata הלגיון השנים עשר פולמינטה Legio XIII Gemina הלגיון השלושה עשר גמינה Legio XIV Gemina הלגיון הארבעה עשר גמינה Legio XIX הלגיון התשעה עשר Legio XV Apollinaris הלגיון החמישה עשר אפולינריס Legio XVII הלגיון השבעה עשר Legio XVIII הלגיון השמונה עשר Legio XXII Deiotariana הלגיון העשרים ושניים דיאוטריאנה Legion לגיון Legion of Honour לגיון הכבוד Legion of Honour קטגוריה:מעוטרי אות לגיון הכבוד Legion of Merit לגיון ההצטיינות Legion of Super-Heroes לגיון גיבורי-העל Legionnaires' disease מחלת הלגיונרים Legionnaires' rebellion and Bucharest pogrom מרד הלגיונרים ופרעות בוקרשט Legislative Assembly האספה המחוקקת ונפילת המלוכה הצרפתית Legislative Assembly of Saint Petersburg האסיפה המחוקקת של סנקט פטרבורג Legislative Council of Hong Kong המועצה המחוקקת של הונג קונג Legislative branch of the United States government קטגוריה:הקונגרס של ארצות הברית Legislative buildings קטגוריה:בנייני פרלמנטים Legislative speakers קטגוריה:יושבי ראש של פרלמנטים Legislators קטגוריה:חברי פרלמנטים Legislature רשות מחוקקת Legislatures קטגוריה:חקיקה Legit לגיטימי Legitimacy ילד מחוץ לנישואים Legitimacy לגיטימציה Legnica לגניצה Lego לגו Lego House Lego House Lego Ninjago לגו נינג'ה גו Lego Star Wars לגו מלחמת הכוכבים Legolas לגולס Legousia סגולית Legr0004/Sandbox לגונת טרוק Leh לה Leh Palace ארמון לה Lehava להב"ה - למניעת התבוללות בארץ הקודש Lehavim להבים Lehavim-Rahat Railway Station תחנת הרכבת להבים - רהט Lehavot HaBashan להבות הבשן Lehavot Haviva להבות חביבה Lehavoth להבות Lehi לוחמי חרות ישראל Lehi קטגוריה:לח"י Lehi Museum מוזיאון לח"י Lehman להמן Lehman Brothers ליהמן ברדרס Lehrer לרר Lei Cheng Uk Han Tomb Museum קבר ליי צ'נג אוק מתקופת האן Lei Áurea חוק הזהב Leib לייב Leib Glantz לייב גלנץ Leib Groner יהודה לייב גרונר Leib Kvitko לייב קוויטקו Leib Sarah's אריה לייב שרה'ס Leib Yaffe אריה לייב יפה Leibniz formula for π נוסחת לייבניץ ל-π Leibniz-Keks ביסקוויט לייבניץ Leibowitz ליבוביץ Leibu Levin לייבו לוין Leica Camera מצלמת לייקה Leicester לסטר Leicester City F.C. לסטר סיטי Leicester City F.C. managers קטגוריה:מאמני לסטר סיטי Leicester City F.C. players קטגוריה:כדורגלני לסטר סיטי Leicester Square כיכר לסטר Leicestershire לסטרשייר Leichter Panzerspähwagen רק"ם סיור קל Leiden ליידן Leiden University אוניברסיטת ליידן Leiden University faculty קטגוריה:סגל אוניברסיטת ליידן Leidseplein ליידספליין Leidyosuchus ליידיוסוכוס Leie לייה Leif Erikson לייף איריקסון Leif Ove Andsnes לייף אובה אנדסנס Leif Segerstam לייף זגרסטאם Leigh Lawson לי לוסון Leighton לייטון Leighton Baines לייטון ביינס Leighton Meester לייטון מיסטר Leighton's linsang לינסנג לייטוני Leil מלך בריטניה לייל Leila Ahmed לילה אחמד Leila Hatami לילא חאתמי Leila Hyams ליילה היימס Leila Khaled ליילה ח'אלד Leila Meskhi ליילה מסחי Leila Mourad לילה מוראד Leila Pahlavi ליילה פהלווי Leila Shahid ליילה שהיד Leila Vaziri לילה ואזירי Leiner ליינר Leinster לנסטר Leinster קטגוריה:לנסטר Leiomyoma מיומה Leiopelmatidae ליופלמיים Leiopython פיתון לבן שפה Leiosauridae לטאות דרווין Leiothrichidae זנבניים Leiothrichidae קטגוריה:זנבניים Leipsoi ליפסי Leipzig לייפציג Leipzig קטגוריה:לייפציג Leipzig Gewandhaus Orchestra תזמורת הגוונדהאוס Leipzig Opera האופרה של לייפציג Leipzig University אוניברסיטת לייפציג Leipzig University faculty קטגוריה:סגל אוניברסיטת לייפציג Leir of Britain מלך בריטניה ליר Leiria לייריה Leisel Jones לייזל ג'ונס Leishmania לישמניה Leisi Parish לייסי Leisure פנאי Leisure קטגוריה:פנאי Leisure Suit Larry Leisure Suit Larry Leitmotif לייטמוטיב Leixões S.C. players קטגוריה:כדורגלני ליישואש Lek Nana לק ננה Lekach עוגת דבש Lekem הלשכה לקשרי מדע Lekenik לקניק Leket Israel לקט ישראל Lekhah Dodi לכה דודי Lekhwiya SC לחוויאה Lekhwiya SC players קטגוריה:כדורגלני לחוויאה Lekianoba לקיאנובה Leland Stanford לילנד סטנפורד Lelandrb/Sandbox קוטביות Lelandrb/Tests קוטביות Lelex ללגס Lellouche ללוש Lelov חסידות לעלוב Lelwel hartebeest בובאל ג'קסון Lelystad לייליסטאד Lelów ללוב Lem לם Lemada קודקוד Lemar למר Lemass למס Lemba people למבה Lemko Republic הרפובליקה הלמקו-רוסינית Lemma למה Lemmings נמלולים Lemmon למון Lemmy למי קילמיסטר Lemna minor עדשת מים זעירה Lemnos למנוס Lemon לימון Lemon Plum שזיף לימון Lemon Popsicle אסקימו לימון Lemon Tree עץ לימון Lemon shark כריש לימוני Lemon squeezer מסחטה Lemonade Lemonade Lemonade לימונדה Lemonade Mouth Lemonade Mouth Lemonisniket וילג' ווייס Lemony Snicket קטגוריה:סדרה של צרות Lemony Snicket's A Series of Unfortunate Events סדרה של צרות LemonySnicketUA.PNG קובץ:LemonySnicketUA.png Lemuel למואל מלך משא Lemur למור Lemur למורים Lemuria למוריה Lemuridae למוריים Lemurs קטגוריה:למוריים Len Bias לן ביאס Len Deighton לן דייטון Len Lesser לן לסר Len Wills לן וילס Lena Dunham לינה דנהאם Lena Goeßling לנה גוסלינג Lena Headey לנה הידי Lena Horne לנה הורן Lena Meyer-Landrut לנה מאייר-לנדרוט Lena Olin לנה אולין Lena Philipsson לנה פיליפסון Lena River לנה Lena Videkull לנה וידקול Lena x0/sandbox סקס-סומניה Lenaia לנאיה Lenape לנאפי Lend-Lease השאל-החכר Lendava לנדאווה Lender of last resort מלווה של המוצא האחרון Lenfilm films קטגוריה:לנפילם Length אורך Leni Riefenstahl לני ריפנשטאהל Leni Yahil לני יחיל Lenin לנין Lenin El-Ramly לנין א-רמלי Lenin Peace Prize פרס לנין לשלום Lenin Peace Prize recipients קטגוריה:זוכי פרס לנין לשלום Lenin Prize פרס לנין Lenin Prize winners קטגוריה:זוכי פרס לנין Lenin! Good Bye להתראות לנין! Lenin's Mausoleum המאוזוליאום של לנין Leningrad Affair פרשת לנינגרד Leningrad Codex כתב יד לנינגרד Leningrad Front חזית לנינגרד Leningrad Hero City Obelisk העיר הגיבורה ללנינגרד Leningrad Nuclear Power Plant תחנת הכוח הגרעינית של לנינגרד Leningrad Oblast מחוז לנינגרד Leningrad Oblast קטגוריה:מחוז לנינגרד Leningrad–Novgorod Offensive מבצע לנינגרד-נובגורוד Leninism לניניזם Lenka לנקה Lenkom Theatre תיאטרון לנקום Lenna לנה Lennard-Jones potential פוטנציאל לנארד-ג'ונס Lennart Meri לנארט מרי Lennart Torstensson לנארט תורסטנסון Lennon לנון Lennon–McCartney לנון ומקרטני Lennox Berkeley לנוקס ברקלי Lennox Lewis לנוקס לואיס Lennox–Gastaut syndrome תסמונת לנוקס-גסטו Lenny Bruce לני ברוס Lenny Kravitz לני קרביץ Lenny Krayzelburg לני קרייזלברג Lenny Wilkens לני וילקינס Leno לנו Lenovo לנובו Lenoxus/Subpages/Drafts/Music video וידאו קליפ Lens עדשה Lens clock דיופטר Lenses קטגוריה:עדשות Lensk לנסק Lensky לנסקי Lensman series העדשאי Lensmeter לנסמטר Lent התענית Lentekhi לנטחי Lentekhi Municipality נפת לנטחי Lentibulariaceae קטגוריה:נאדידיים Lenticular galaxy גלקסיית עדשה Lentil עדשה תרבותית Lentil soup מרק עדשים Lentini לנטיני Lenus לנוס Lenz לנץ Lenz's law חוק לנץ Lenzburg לנצבורג Lençóis Maranhenses National Park הפארק הלאומי לנסויס מרניינסס Leo אריה Leo מזל אריה Leo קטגוריה:קבוצת הכוכבים אריה Leo Amery לאופולד אמרי Leo Aryeh Mayer ליאו אריה מאיר Leo Baeck ליאו בק Leo Baeck Institute מכון ליאו בק Leo Belgicus לאו בלגיקוס Leo Blech לאו בלך Leo Borchard לאו בורכארד Leo Buerger ליאו בירגר Leo Corry ליאו קורי Leo Deutsch לב דייטש Leo Eitinger ליאו אטינגר Leo Esaki לאו אסאקי Leo Fender ליאו פנדר Leo Franco לאו פרנקו Leo Frank ליאו פרנק Leo Fuld לאו פולד Leo Genn ליאו גן Leo Geyr von Schweppenburg לאו גייר פון שוופנבורג Leo Goldhammer לאו גולדהמר Leo Hanin לאו חנין Leo Hovestadt שחמט 960 Leo I לאו הראשון Leo I the Thracian קיסר האימפריה הביזנטית לאו הראשון Leo II קיסר האימפריה הביזנטית לאו השני Leo III לאו השלישי Leo III the Isaurian קיסר האימפריה הביזנטית לאו השלישי Leo IV the Khazar קיסר האימפריה הביזנטית לאו הרביעי הכוזרי Leo Jogiches ליאו יוגיכס Leo Kanner ליאו קנר Leo Kuper ליאו קופר Leo Levi ליאו לוי Leo Lyons ליאו ליונס Leo McCarey לאו מקארי Leo McKern ליאו מק'קרן Leo Minor אריה קטן Leo Minor קטגוריה:קבוצת הכוכבים אריה קטן Leo Motzkin ליאו מוצקין Leo Noe ליאו נואי Leo Nucci לאו נוצ'י Leo Perutz ליאו פרוץ Leo Picard יהודה ליאו פיקרד Leo Roth ליאו רוט Leo Ryan ליאו ראיין Leo Sachs ליאו זקס Leo Strauss ליאו שטראוס Leo Szilard לאו סילארד Leo Tolstoy לב טולסטוי Leo Wiener ליאו וינר Leo von Caprivi לאו פון קפריבי Leo von Klenze לאו פון קלנצה Leo-Baeck-Medal מדליית ליאו בק Leo-Pekka Tähti לאו-פקה טהטי Leoben לאובן Leodegar לאודגר Leon לאון Leon Battista Alberti לאונה בטיסטה אלברטי Leon Benzaquen לאון בן זקן Leon Botstein ליאון בוטשטיין Leon Cooper לאון קופר Leon Czolgosz ליאון צ'ולגוש Leon Dycian ליאון דיציאן Leon Feldhendler ליאון פלדהנדלר Leon Festinger לאון פסטינגר Leon Fleisher לאון פליישר Leon Geršković ליאון גרשקוביץ' Leon Goretzka לאון גורצקה Leon Kass לאון קס Leon Lederman לאון לדרמן Leon Levy ליאון לוי Leon Litinetski לאון ליטינצקי Leon Panetta ליאון פאנטה Leon Pasternak לאון פסטרנק Leon Pinsker יהודה לייב פינסקר Leon Powe לאון פואו Leon Recanati ליאון רקנאטי Leon Rotman לאון רוטמן Leon Russell ליאון ראסל Leon Schidlowsky לאון שידלובסקי Leon Schwartzmann לאון שוורצמן Leon Trotsky לאון טרוצקי Leon Uris ליאון יוריס Leon Yehuda Recanati ליאון רקנאטי Leon of Modena יהודה אריה ממודנה Leon of Sparta לאון Leon Štukelj לאון שטוקלי Leona Helmsley ליאונה הלמסלי Leona Lewis ליאונה לואיס Leonard לאונרד Leonard Adleman לאונרד אדלמן Leonard Bernstein ליאונרד ברנשטיין Leonard Blavatnik לאונרד בלווטניק Leonard Cohen לאונרד כהן Leonard Cohen albums קטגוריה:אלבומי לאונרד כהן Leonard Eugene Dickson לאונרד יוג'ין דיקסון Leonard Feather לאונרד פד'ר Leonard Frey לאונרד פריי Leonard Guarente לאונרד גוארנטה Leonard Herzenberg ליאונרד הרזנברג Leonard Hobhouse לאונרד הובהאוס Leonard Hofstadter לאונרד הופסטטר Leonard Hussey לאונרד האסי Leonard Katzman לאונרד כצמן Leonard Lauder לאונרד לאודר Leonard McCoy ליאונרד מק'קוי Leonard Nimoy לנרד נימוי Leonard Ornstein ליאונרד אורנשטיין Leonard Roberts ליאונרד רוברטס Leonard Rose ליאונרד רוז Leonard Schapiro לאונרד שפירא Leonard Siffleet לאונרד סיפליט Leonard Slatkin ליאונרד סלטקין Leonard Susskind לאונרד סוסקינד Leonard Warren ליאונרד וארן Leonard Woolley לנרד וולי Leonardo לאונרדו Leonardo Araújo לאונרדו Leonardo Astrada לאונרדו אסטרדה Leonardo Bittencourt לאונרדו ביטנקורט Leonardo Boff לאונרדו בוף Leonardo Bonucci לאונרדו בונוצ'י Leonardo Bruni לאונרדו ברוני Leonardo City Tower Hotel לאונרדו סיטי טאוור Leonardo De Lorenzo לאונרדו דה לורנזו Leonardo DiCaprio לאונרדו דיקפריו Leonardo Donato לאונרדו דונאטו Leonardo Leo לאונרדו לאו Leonardo Loredan לאונרדו לורדאן Leonardo Ponzio לאונרדו פונסיו Leonardo Ulloa לאונרדו אוז'ואה Leonardo Vinci לאונרדו וינצ'י Leonardo da Vinci לאונרדו דה וינצ'י Leonardo da Vinci ספר:לאונרדו דה וינצ'י Leonardo da Vinci קטגוריה:לאונרדו דה וינצ'י Leonardo da Vinci–Fiumicino Airport נמל התעופה לאונרדו דה וינצ'י-פיומיצ'ינו Leonardo's Swans הברבורים של לאונרדו Leonding לאונדינג Leone ליאון Leone de' Sommi יהודה סומו Leonel Fernández לאונל פרננדס Leonel Sánchez לאונל סאנצ'ס Leonel Álvarez לאונל אלבארס Leonese dialect לאונית Leonhard Euler לאונרד אוילר Leonhard Euler קטגוריה:לאונרד אוילר Leonhard Frank לאונהרד פרנק Leonhard Lechner לאונרד לכנר Leonid Brezhnev ליאוניד ברז'נייב Leonid Brezhnev קטגוריה:ליאוניד ברז'נייב Leonid Derbenyov לאוניד דרבניוב Leonid Filatov לאוניד פילאטוב Leonid Gaidai לאוניד גאידאי Leonid Gofshtein זבולון Leonid Govorov לאוניד גובורוב Leonid Hurwicz ליאוניד הורביץ Leonid Kanevsky לאוניד קנייבסקי Leonid Kantorovich לאוניד קנטורוביץ' Leonid Kogan לאוניד קוגן Leonid Krasin לאוניד קראסין Leonid Kravchuk ליאוניד קרבצ'וק Leonid Kreutzer לאוניד קרויצר Leonid Krupnik ליאוניד קרופניק Leonid Kubbel ליאוניד קובל Leonid Kuchma ליאוניד קוצ'מה Leonid Leonov לאוניד לאונוב Leonid Nevzlin לאוניד נבזלין Leonid Pasternak לאוניד פסטרנק Leonid Polterovich ליאוניד פולטרוביץ Leonid Prudovsky לאון פרודובסקי Leonid Ptashka לאוניד פטשקה Leonid Slutsky לאוניד סלוצקי Leonid Sobinov לאוניד סובינוב Leonid Sobolev לאוניד סובולב Leonid Utyosov לאוניד אוטיוסוב Leonid Yudasin ליאוניד יודסין Leonid of Georgia פטריארך גאורגיה לאונידה Leonida Tonelli לאונידה טונלי Leonidas I לאונידס הראשון Leonidas II לאונידס השני Leonidas Paraskevopoulos ליאונידס פאראסקבופולוס Leonids לאונידים Leonie Rysanek ליאוני ריזאנק Leonie Sandercock ליאוני סנדרקוק Leonie Swann לאוני סוואן Leonor Michaelis לאונור מיכאליס Leonor Watling לאונור ווטלינג Leonora Dori ליאונורה גליגאי Leonte Tismăneanu לאונטה טיסמניאנו Leonti Mroveli לאונטי מרובלי Leontien van Moorsel לאונטין ואן מורסל Leontodon שן-ארי Leontopodium alpinum אדלווייס Leontopolis לאונטופוליס Leontyne Price לאונטין פרייס Leopard לאופרד Leopard נמר Leopard 1 לאופרד 1 Leopard 2 לאופרד 2 Leopard cat חתול נמרי בנגלי Leopard seal כלב-ים נמרי Leopard torpedo חשמלן נמרי Leopard tortoise צב נמרי Leopards קטגוריה:נמר Leopardus נמרון Leopold Auer לאופולד אאואר Leopold August Abel לאופולד אוגוסט אבל Leopold Bloom לאופולד בלום Leopold Damrosch לאופולד דאמרוש Leopold Dukes יהודה ליב דוקעס Leopold Eidlitz לאופולד אידליץ Leopold Gmelin לאופולד גמלין Leopold Godowsky לאופולד גודובסקי Leopold Gottlieb לאופולד גוטליב Leopold Gratz לאופולד גראץ Leopold Greenwald יקותיאל יהודה גרינוולד Leopold I לאופולד הראשון Leopold I of Belgium מלך הבלגים לאופולד הראשון Leopold II לאופולד השני Leopold II of Belgium מלך הבלגים לאופולד השני Leopold III of Belgium מלך הבלגים לאופולד השלישי Leopold Infeld לאופולד אינפלד Leopold Karpeles לאופולד קרפלס Leopold Kompert לאופולד קומפרט Leopold Kronecker לאופולד קרונקר Leopold Lindtberg לאופולד לינדטברג Leopold Löw לאופולד לעף Leopold Löwy Jr. לאופולד לוי הצעיר Leopold Mozart לאופולד מוצרט Leopold Museum מוזיאון לאופולד Leopold Ružička לבוסלב רוז'יצ'קה Leopold Socha לאופולד סוחה Leopold Stokowski לאופולד סטוקובסקי Leopold Trepper לאופולד טרפר Leopold Zunz יום-טוב ליפמן צונץ Leopold and Loeb לאופולד ולב Leopold the Cat החתול לאופולד Leopold von Mildenstein לאופולד פון מילדנשטיין Leopold von Ranke לאופולד פון רנקה Leopold von Sacher-Masoch לאופולד פון זאכר-מאזוך Leopoldo Galtieri לאופולדו גלטיירי Leopoldstädter Tempel בית הכנסת טמפלגאסה Leos Carax ליאו קראקס Leotard בגד גוף Leotychidas לאוטיכידס השני Leovegildo Lins da Gama Júnior ז'וניור Leoš Janáček לאוש יאנאצ'ק Leper colony מושבת מצורעים Lepidium שחליים Lepidolite לפידוליט Lepidoptera פרפראים Lepidoptera קטגוריה:פרפראים Lepidosauria לפידוזאוריה Lepidosireniformes בעלי שתי ריאות Lepiel לפל Lepismatidae זנבזיפים Lepismatidae קטגוריה:דגיגי כסף ביתיים Lepisosteiformes קטגוריה:זאבי מים משוריינים Leporidae ארנביים Leprechaun לפרקון Leprosy צרעת Leprosy קטגוריה:צרעת Leprous Leprous Leptin לפטין Leptis Magna לפטיס מגנה Leptoceratops לפטוצרטופס Leptoconopinae ברחשים Leptodactylidae לפטודקטיליים Lepton לפטון Leptons קטגוריה:לפטונים Leptoptilos מרבו Leptospirosis לפטוספירוזיס Leptosporangiate fern שרכאים Leptotyphlopidae נימוניים Leptotyphlops macrorhynchus נימון דק Lepus ארנבת Lepus קטגוריה:קבוצת הכוכבים ארנבת Lerman לרמן Lernaean Hydra הידרה Lerner לרנר Lerner index מדד לרנר Lero לרו ולרינה Leros לרוס Leroux לרו Leroy Anderson לרוי אנדרסון Leroy Burrell לירוי בורל Leroy Fer לרוי פר Leroy Grumman לירוי גראמן Leroy Sané לרוי סאנה Leroy Waterman לירוי ווטרמן Lerwick לרוויק Les Abymes לז אבים Les Ambassadeurs לז אמבסאדר Les Arcs לז ארק Les Biches Les biches Les Casquets לה קסקט Les Claypool לז קלייפול Les Compagnons de la chanson הקומפניון דה לה שנסון Les Demoiselles d'Avignon העלמות מאביניון Les Deux Alpes לה דז אלפ Les Diablerets דיאבלרה Les Diaboliques בנות השטן Les Escaldes לס אסקלדס Les Ferdinand לס פרדיננד Les Fleurs du mal פרחי הרע Les Fourberies de Scapin תעלולי סקפן Les Halles לה אל Les Houches אוש Les Huguenots ההוגנוטים Les Invalides האינווליד Les Liaisons dangereuses יחסים מסוכנים Les Misérables עלובי החיים Les Misérables קטגוריה:עלובי החיים Les Misérables תבנית:עלובי החיים Les Morfalous רודפי הבצע Les Nabis תנועת הנאבי Les Patineurs מחליקי הקרח Les Paul לס פול Les Précieuses ridicules הענוגות הנלעגות Les Six קבוצת השישה Les Six קטגוריה:קבוצת השישה Les Ulis לז אוליס Lesbian לסביות Lesbian actresses קטגוריה:שחקניות לסביות Lesbian bed death מיתת המיטה הלסבית Lesbian feminism פמיניזם לסבי Lesbians and Gays Support the Miners לסביות והומואים למען הכורים Lesbos לסבוס Lesbos Prefecture לסבוס Leshan Giant Buddha פסל בודהה הענק בלשאן Leshem לשם Leshon Hakodesh לשון הקודש Lesko לסקו Leskovac לסקובץ Lesley Ann Warren לסלי אן וורן Lesley Gore לסלי גור Lesley Manville לזלי מנוויל Lesley Sharp לזלי שארפ Lesley-Anne Down לזלי אן דאון Leslie Browne לזלי בראון Leslie Caron לסלי קארון Leslie Charteris לסלי צ'רטריס Leslie Cliff לזלי קליף Leslie Compton לזלי קומפטון Leslie Feinberg לזלי פיינברג Leslie Howard לסלי הווארד Leslie Jones לזלי ג'ונס Leslie Jordan לזלי ג'ורדן Leslie Knighton לזלי נייטון Leslie Mann לזלי מאן Leslie Nielsen לסלי נילסן Leslie Valiant לסלי וליאנט Leslie Waller לזלי וולר Leslie White לזלי וייט Lesotho לסוטו Lesotho קטגוריה:לסוטו Lesotho Fatse La Bontata Rona המנון לסוטו Lesotho at the Olympics לסוטו במשחקים האולימפיים Lesotho at the Paralympics לסוטו במשחקים הפאראלימפיים Lesotho national football team נבחרת לסוטו בכדורגל Lesotho people קטגוריה:לסוטו: אישים Lesotho royalty קטגוריה:המלוכה בלסוטו Lesothosaurus לסוטוזאורוס Lespezi לספז Lessepsian migration הגירה לספסית Lesser לסר Lesser Angereb אנגאראב התחתון Lesser Antillean Iguana איגואנת האנטילים הקטנים Lesser Antilles האנטילים הקטנים Lesser Antilles קטגוריה:האנטילים הקטנים Lesser Antilles Volcanic Arc הקשת הגעשית של האנטילים הקטנים Lesser Caucasus הקווקז הקטן Lesser Poland פולין קטן Lesser Poland Voivodeship פולין קטן Lesser Poland Voivodeship קטגוריה:פולין קטן Lesser Poland Voivodeship Koszyce קושיצה Lesser Poland Voivodeship Lipnik ליפניק Lesser Poland Voivodeship Lubcza לובצ'ה Lesser Ury לסר אורי Lesser bilby בילבי זוטר Lesser bushbaby גלגו Lesser cane rat חולדת קנים קטנה Lesser flamingo פלמינגו זוטר Lesser florican חובה זוטרת Lesser gerbil גרביל דרומי Lesser grey shrike חנקן שחור-מצח Lesser grison גריזון קטן Lesser jacana יקאנת הכף Lesser kestrel בז אדום Lesser kudu קודו זוטר Lesser mouse-tailed bat יזנוב קטן Lesser spotted eagle עיט חורש Lesser white-toothed shrew חדף קטן Lesser whitethroat סבכי טוחנים Lesser yellow-headed vulture קתרטס צהוב-ראש קטן Lesson שיעור Lest We Forget: The Best Of Lest We Forget Lester Brown לסטר בראון Lester Pearson לסטר פירסון Lester Young לסטר יאנג Lester del Rey לסטר דל ריי Lesula לזולה Lesya Ukrainka לסיה אוקראינקה Leszek Balcerowicz לשק בלצרוביץ' Leszek Jańczuk משתמש:Leszek Jańczuk Leszek Kołakowski לשק קולקובסקי Leszno לשנו Let Go Let Go Let Her Go Let Her Go Let It Be Let It Be Let It Bleed Let It Bleed Let It Go Let It Go Let It Snow: Three Holiday Romances Let It Snow: Three Holiday Romances Let's Dance Let's Dance Let's Get Together הבה נתכנס Let's Make a Deal עשינו עסק Let's Twist Again Let's Twist Again Let's trim our hair in accordance with the socialist lifestyle הבה נעצב את שערנו בהתאם לאורח החיים הסוציאליסטי Lethal Weapon נשק קטלני Lethal Weapon 2 חסינות דיפלומטית Lethal injection זריקת רעל Lethbridge לת'ברידג' Letitia Christian Tyler לטישה כריסטיאן טיילר Leto לטו Letoon לטואון Letsie III of Lesotho מלך לסוטו לטסי השלישי Letstrybetaaccount לינוקס Letter אות Letter מכתב Letter bomb מעטפת נפץ Letter box תיבת מכתבים Letter frequency שכיחות אותיות בעברית Letter of Aristeas איגרת אריסטיאס Letter of Jeremiah איגרת ירמיהו Letter of credence כתב האמנה Letter of credit מכתב אשראי Letter of the Six מכתב השישה Letter to His Father מכתב אל האב Letter to the editor מכתב למערכת Letterpress printing דפוס בלט Letters קטגוריה:מכתבים Letters of the Living אותיות הח"י Letters patent מכתב הרשאה Letters to Juliet מכתבים לג'ולייט Letters to a Young Poet מכתבים אל משורר צעיר Letters with double acute תבנית:אותיות עם סימן הטעמה עילי כפול Lettrism לטריזם Lettuce חסה תרבותית Letychiv לטיצ'ב Letzigrund אצטדיון לציגרונד Leucine לאוצין Leucippus לוקיפוס Leucite לוסיט Leuco dye דיו לאוקו Leucophaeus שחף אמריקני Leukemia לוקמיה Leukerbad לויקרבאד Leukocytosis לויקוציטוזיס Leukopenia לויקופניה Leumit Health Care Services לאומית שירותי בריאות Leung Chun-ying לאונג צ'אן-יינג Leustachius Rátót לאוסטכיוס ראטוט Leuven לוון Leuven St. Peter's Church כנסיית פטרוס הקדוש Leuven Town Hall בית עיריית לוון Lev Artsimovich לב ארצימוביץ' Lev Avnerovich Leviev לב לבייב Lev Berg לב ברג Lev Dovator לב דובאטור Lev HaIr לב תל אביב Lev HaMifratz Mall קניון לב המפרץ Lev HaMifratz Railway Station תחנת הרכבת לב המפרץ Lev HaSharon Regional Council מועצה אזורית לב השרון Lev HaSharon Regional Council קטגוריה:מועצה אזורית לב השרון Lev HaSharon Regional Council תבנית:מועצה אזורית לב השרון Lev Kamenev לב קמנייב Lev Kulidzhanov לב קולידז'נוב Lev LaOlim מפלגת לב Lev Landau לב לנדאו Lev Leshchenko לב לשצ'נקו Lev Psakhis לב פסחיס Lev Shestakov לב שסטקוב Lev Shestov לב שסטוב Lev Tahor לב טהור Lev Vaidman לב ויידמן Lev Vygotsky לב ויגוצקי Lev Yashin לב יאשין Levadiakos F.C. לבדיאקוס Levadiakos F.C. players קטגוריה:כדורגלני לבדיאקוס Levallois technique טכניקת לוולואה Levan Kenia לבאן קניה Levan Kobiashvili לבאן קוביאשווילי Levan Tskitishvili לבאן צכיטישווילי Levanon לבנון Levant לבנט Levant Company חברת הלבנט Levant Fair יריד המזרח Levant sparrowhawk נץ קצר אצבעות Levante UD לבאנטה Levante UD footballers קטגוריה:כדורגלני לבאנטה Levantine Arabic ערבית לבנטינית Levantine mythology קטגוריה:מיתולוגיה כנענית Levator scapulae muscle השריר מרים השכם Levee סוללה Level of measurement סולם מדידה Leven לוון Levenshtein distance מרחק לוינשטיין Leventina לבנטינה Lever מנוף Leverage העוקץ Leverage מנוף פיננסי Leveraged buyout רכישה ממונפת Leverett Glacier קרחון לוורט Leverkusen לברקוזן Levetiracetam לבטיראצטם Levg משתמש:Levg Levi לוי Levi Eshkol לוי אשכול Levi Leipheimer לוי ליפהיימר Levi Miller לוי מילר Levi Morton לוי מורטון Levi Strauss לוי שטראוס Levi Strauss & Co. לוי שטראוס ושות' Levi Yitzchak Horowitz לוי יצחק הורוביץ Levi Yitzchak Schneerson לוי יצחק שניאורסון Levi Yitzchok Bender לוי יצחק בנדר Levi Yitzchok of Berditchev לוי יצחק מברדיצ'ב Levi ben Sisi לוי בר סיסי Levi ibn Habib לוי בן חביב Levi-Civita symbol סימן לוי-צ'יוויטה Leviathan לווייתן Leviathan לוויתן Leviathan לויתן Leviathan gas field לווייתן Levin לוין Levin Kipnis לוין קיפניס Levinger לוינגר Levinsky לוינסקי Levinson לוינסון Levinstein Tower מגדל לוינשטיין Levinthal's paradox פרדוקס לוינתל Levita Stadium אצטדיון לויטה Levitan לויטן Levite לוי Levites קטגוריה:לוויים בתנ"ך Leviticus Rabbah ויקרא רבה Levofloxacin לבופלוקסצין Levon Aronian לבון ארוניאן Levon Mirzoyan/ավազարկղ שיטת המיתר Levoča לבוצ'ה Levuka לבוקה Levy Mwanawasa לוי מוואנוואסה Levy Report הוועדה לבחינת מצב הבנייה ביהודה ושומרון Lew Wallace לואיס וולאס Lewinsky לוינסקי Lewinsky scandal פרשת מוניקה לווינסקי Lewis לואיס Lewis Bay מפרץ לואיס Lewis Black לואיס בלק Lewis Carroll לואיס קרול Lewis Carroll קטגוריה:לואיס קרול Lewis Cass לואיס קאס Lewis Charles Levin לואיס צ'ארלס לוין Lewis Cook לואיס קוק Lewis Fry Richardson לואיס פריי ריצ'רדסון Lewis Gilbert לואיס גילברט Lewis Hamilton לואיס המילטון Lewis Heath לואיס הית' Lewis Hine לואיס היין Lewis Holtby לואיס הולטבי Lewis Milestone לואיס מיילסטון Lewis Morgan לואיס הנרי מורגן Lewis Padgett לואיס פאג'ט Lewis Powell Jr. לואיס פאוול Lewis Strauss לואיס סטראוס Lewis Yelland Andrews לואיס אנדרוז Lewis acids and bases חומצת לואיס Lewis and Clark לואיס וקלארק Lewis and Clark Expedition משלחת לואיס וקלארק Lewis base בסיס לואיס Lewis chessmen שחמט לואיס Lewis gun מקלע לואיס Lewis structure מבנה לואיס Lewisohn Stadium אצטדיון לואיסון Lex Luger לורנס פוהל Lex Luthor לקס לות'ור Lexical analysis ניתוח מילולי Lexical functional grammar דקדוק לקסיקלי פונקציונלי Lexical semantics סמנטיקה לקסיקלית Lexicographers קטגוריה:מילונאים Lexicography מילונאות Lexigram לקסיגרמה Lexikon des Mittelalters לקסיקון של ימי הביניים Lexington Avenue שדרת לקסינגטון LexisNexis לקסיס נקסיס Lexor/Temp/Biology ביולוגיה Lexus לקסוס Lexus LFA לקסוס LFA Leyb Gorfinkel לייב גרפונקל Leydig cell תא ליידיג Leyla Gencer ליילה גנג'ר Leymah Gbowee לימה בואי Leyo User:Leyo Leysin לזאן Leyte לייטה Leyton Orient F.C. לייטון אוריינט Leyton Orient F.C. players קטגוריה:כדורגלני לייטון אוריינט Lezgian dance לזגינקה Lezgins לזגינים Leó Forgács ליאו פליישמן Leó Weiner לאו ויינר León Cathedral קתדרלת לאון León Gieco לאון חייקו León Viejo לאון העתיקה Leônidas לאונידאס דה סילבה Leżajsk ליז'נסק Lfc4jcever קרל פרידריך גאוס Lhasa להסה Lhasa Apso להאסה אפסו Lhasa de Sela להסה דה סלה Lhaviyani Atoll אטול לביאני Lhotse להוטסה Li Li Li לי Li Bai לי באי Li Ka-shing לי קה שינג Li Keqiang לי קצ'יאנג Li Na לי נה Li River לי Li Weifeng לי וויפנג Li's criterion קריטריון לי Li-Fi Li-Fi Li-Ron Choir מקהלת לי-רון Lia Manoliu ליה מנוליו Lia Shemtov ליה שמטוב Lia van Leer ליה ון ליר Liad Shoham ליעד שהם Liadmalone משתמש:Liadmalone Liaisons dangereuses יחסים מסוכנים Liam Brady ליאם בריידי Liam Cosgrave ליאם קוסגרייב Liam Cunningham ליאם קנינגהם Liam Gallagher ליאם גלאגר Liam Hemsworth ליאם המסוורת' Liam Kyle Sullivan ליאם קייל סאליבן Liam Neeson ליאם ניסן Liam Tancock ליאם טנקוק Liam Walker ליאם ווקר Liamine Zéroual ליאמין זרואל Liana Badr ליאנה בדר Liancourt Rocks סלעי ליאנקור Liane de Pougy ליאן דה פוגי Liang Kai ליאנג קאי Liaoning ליאונינג Liaoning קטגוריה:ליאונינג Liaoning Whowin F.C. players קטגוריה:כדורגלני ליאונינג ווהווין Liar Liar שקרן שקרן Liar paradox פרדוקס השקרן Liar! שקרן! Liar's poker פוקר שקרנים Liasis פיתון מים Liasis fuscus פיתון מים חום Liasis mackloti פיתון מקלוט Liasis olivaceus פיתון זית Liasyazni סופה טרופית Liatl13 משתמש:מישהי שאיכפת לה Liban Abdi ליבאן עבדי Libation נסך Libby Trickett ליבי טריקט Liber Abaci ספר החשבונייה Liber Pontificalis ליבר פונטיפיקליס Liberace ליברצ'ה Liberal ליברלים Liberal Democratic Party המפלגה הליברל-דמוקרטית Liberal Democratic Party המפלגה הליברלית הדמוקרטית Liberal Democratic Party המפלגה הליברלית-דמוקרטית Liberal Democratic Party of Germany המפלגה הליברלית דמוקרטית של גרמניה Liberal Democratic Party of Russia המפלגה הליברל-דמוקרטית של רוסיה Liberal Democrats המפלגה הליברל-דמוקרטית Liberal International האינטרנציונל הליברלי Liberal Judaism יהדות ליברלית Liberal Muslim movements תנועות ליברליות באסלאם Liberal Party המפלגה הליברלית Liberal Party המפלגה הליברלית הישראלית Liberal Party of Australia המפלגה הליברלית של אוסטרליה Liberal Party of Canada המפלגה הליברלית של קנדה Liberal Party of Gibraltar המפלגה הליברלית של גיברלטר Liberal Revolution המהפכה הליברלית Liberal Revolution of 1820 המהפכה הליברלית של 1820 Liberal arts education שבע האמנויות החופשיות Liberal democracy דמוקרטיה ליברלית Liberal feminism פמיניזם ליברלי Liberal parties קטגוריה:מפלגות ליברליות Liberalism ליברליזם Liberalism קטגוריה:ליברליזם Liberalism in Israel קטגוריה:ליברליזם בישראל Liberals המפלגה העממית הליברלית Liberation השחרור Liberation שחרור Liberation Tigers of Tamil Eelam טיגריסי השחרור של טאמיל אילם Liberation Transmission Liberation Transmission Liberation of Paris שחרור פריז Liberation theology תאולוגיית שחרור Liberec ליברץ Liberia ליבריה Liberia קטגוריה:ליבריה Liberia Buchanan ביוקנן Liberia FA.png תמונה:100px-Liberia FA.gif Liberia Greenville גרינוויל Liberia at the Olympics ליבריה במשחקים האולימפיים Liberia at the Paralympics ליבריה במשחקים הפאראלימפיים Liberia national basketball team נבחרת ליבריה בכדורסל Liberia national football team נבחרת ליבריה בכדורגל Liberian dollar דולר ליברי Liberian footballers קטגוריה:כדורגלנים ליברים Liberian mongoose נמייה ליבראית Liberian people קטגוריה:ליברים Liberian politicians קטגוריה:פוליטיקאים ליברים Liberian sportspeople קטגוריה:ספורטאים ליברים Liberland ליברלנד Libero ליברו Libertarian Party המפלגה הליברטריאנית Libertarian Party קטגוריה:מועמדים לנשיאות ארצות הברית מטעם המפלגה הליברטריאנית Libertarian socialism סוציאליזם ליברטריאני Libertarianism ליברטריאניזם Libertarianism קטגוריה:ליברטריאניזם Libertarians קטגוריה:ליברליזם: הוגים Libertas ליברטאס Liberty חופש Liberty Bell פעמון הדרור Liberty Bell Park גן פעמון הדרור Liberty Bell Park bus bombing הפיגוע בקו 14א Liberty Bridge גשר החירות Liberty City Liberty City Liberty Island ליברטי איילנד Liberty Leading the People החירות מובילה את העם Liberty Professionals F.C. ליברטי פרופשיונלס Liberty Professionals F.C. players קטגוריה:כדורגלני ליברטי פרופשיונלס Liberty Square כיכר החירות Liberty dollar דולר ליברטי Liberty ship אוניות ליברטי Liberté המנון גינאה Libeň ליבן Libido ליבידו Libnah לבנה Libor ריבית ליבור Libor Pešek ליבור פשק Liborius Ritter von Frank ליבוריוס פון פרנק Libourne ליבורן Libra מאזניים Libra מזל מאזניים Libra Scale Libra Scale Librarian ספרן Librarians קטגוריה:ספרנים ומידענים Librarians at the National Library of Israel קטגוריה:ספרני הספרייה הלאומית Librarians by library קטגוריה:ספרנים לפי ספרייה Librarians of Alexandria קטגוריה:ספרני הספרייה הגדולה של אלכסנדריה Libraries קטגוריה:ספריות Libraries by country קטגוריה:ספריות לפי מדינות Libraries in Austria קטגוריה:אוסטריה: ספריות Libraries in China קטגוריה:סין: ספריות Libraries in Egypt קטגוריה:מצרים: ספריות Libraries in France קטגוריה:צרפת: ספריות Libraries in Georgia קטגוריה:גאורגיה: ספריות Libraries in Germany קטגוריה:גרמניה: ספריות Libraries in Hungary קטגוריה:הונגריה: ספריות Libraries in Iran קטגוריה:איראן: ספריות Libraries in Iraq קטגוריה:עיראק: ספריות Libraries in Ireland קטגוריה:אירלנד: ספריות Libraries in Israel קטגוריה:ישראל: ספריות Libraries in Italy קטגוריה:איטליה: ספריות Libraries in Japan קטגוריה:יפן: ספריות Libraries in Jerusalem קטגוריה:ירושלים: ספריות Libraries in Lithuania קטגוריה:ליטא: ספריות Libraries in Mexico קטגוריה:מקסיקו: ספריות Libraries in Poland קטגוריה:פולין: ספריות Libraries in Russia קטגוריה:רוסיה: ספריות Libraries in Singapore קטגוריה:סינגפור: ספריות Libraries in Spain קטגוריה:ספרד: ספריות Libraries in Turkey קטגוריה:טורקיה: ספריות Libraries in the United Kingdom קטגוריה:בריטניה: ספריות Libraries in the United States קטגוריה:ארצות הברית: ספריות Library ספרייה Library 2.0 ספרייה 2.0 Library assessment הערכת ספריות Library cataloging and classification קטגוריה:שיטות קטלוג Library of Agudas Chassidei Chabad ספריית חב"ד Library of Alexandria הספרייה הגדולה של אלכסנדריה Library of Ashurbanipal ספריית אשורבניפל Library of Congress ספריית הקונגרס Library of Congress קטגוריה:ספריית הקונגרס Library of Congress Classification שיטת ספריית הקונגרס Library of Pergamum ספריית פרגמון Library science מדעי המידע Library science קטגוריה:ספרנות Libration ליברציה LibreOffice ליברה אופיס Librettists קטגוריה:לבריתנים Libretto לברית Libreville ליברוויל Liburna ליבורנה Liburnians ליבורנים Libuše ליבושה Libxml2 Libxml2 Libya לוב Libya קטגוריה:לוב Libya Bayda אל-ביידא Libya Cyrene קירנה Libya Derna דרנה Libya Jadu ג'אדו Libya Libya Libya המנון לוב Libya Sabha סבהא Libya Zawiya א-זאווייה Libya at the Olympics לוב במשחקים האולימפיים Libya at the Paralympics לוב במשחקים הפאראלימפיים Libya national basketball team נבחרת לוב בכדורסל Libya national football team נבחרת לוב בכדורגל Libya templates קטגוריה:תבניות ניווט - לוב Libyan Airlines ליביאן איירליינס Libyan Arab Airlines Flight 114 טיסה 114 של ליביאן איירליינס Libyan Civil War מלחמת האזרחים בלוב Libyan Civil War מלחמת האזרחים השנייה בלוב Libyan Desert מדבר לוב Libyan Jews קטגוריה:יהודים לובים Libyan National Army צבא לוב Libyan Premier League ליגת העל הלובית בכדורגל Libyan cuisine המטבח הלובי Libyan cuisine קטגוריה:המטבח הלובי Libyan culture קטגוריה:לוב: תרבות Libyan desert glass זכוכית מדבר לובית Libyan footballers קטגוריה:כדורגלנים לובים Libyan military personnel קטגוריה:אנשי צבא לובים Libyan people קטגוריה:לובים Libyan politicians קטגוריה:פוליטיקאים לובים Libyan sportspeople קטגוריה:ספורטאים לובים Libyan–Egyptian War מלחמת לוב-מצרים Libáň ליבן Libération ליברסיון Libération frontpage.JPG קובץ:Libération frontpage.jpg Lice קטגוריה:כינים Licence to Kill רישיון להרוג License to Kill רישיון להרוג Licensed to Kill רישיון להרוג Licenses קטגוריה:רישוי Lich ליץ' Lichen חזזית Lichen planus ילפת שטוחה Lichfield Cathedral קתדרלת ליצ'פילד Lichtenberg ליכטנברג Lichtenburg concentration camp ליכטנבורג Lichtenstein ליכטנשטיין Lichtenstein's hartebeest בובאל ליכטנשטיין Lichtenstein's sandgrouse קטה הודית Licia Albanese ליצ'ה אלבנזה Licinius ליקיניוס Licinius Macer Calvus גאיוס ליקיניוס קאלבוס Lick Observatory מצפה הכוכבים ליק Licking ליקוק Lictor ליקטור Lida לידא Lidar לידאר Liddell לידל Lidia Isac לידיה איסק Lidia Ruslanova לידיה רוסלנובה Lidia Zamenhof לידיה זמנהוף Lidice לידיצה Lidiya Skoblikova לידיה סקובליקובה Lido di Venezia לידו Lidocaine לידוקאין Lidor Cohen לידור כהן Lidor Yosefi לידור יוספי Lidwina לידווינה Lie שקר Lie algebra אלגברת לי Lie algebras קטגוריה:אלגבראות לי Lie group חבורת לי Lie groups קטגוריה:חבורות לי Lie to Me שקר לי Liebeck McDonald's Restaurants ליבק נגד מסעדות מקדונלד'ס Lieber ליבר Lieberman Plan תוכנית חילופי השטחים Liebermann ליברמן Liebherr Group ליבהר Liebig's law of the minimum חוק ליביג Liebigite ליביגיט Liechtenstein ליכטנשטיין Liechtenstein קטגוריה:ליכטנשטיין Liechtenstein at the Olympics ליכטנשטיין במשחקים האולימפיים Liechtenstein at the Paralympics ליכטנשטיין במשחקים הפאראלימפיים Liechtenstein national football team נבחרת ליכטנשטיין בכדורגל Liechtenstein people קטגוריה:ליכטנשטיינים Liechtenstein sportspeople קטגוריה:ספורטאים ליכטנשטיינים Lied ליד Liel ליאל Liel Kolet ליאל קולט Lien עיכבון Lienz ליינץ Liepāja לייפאיה Liepāja massacres טבח לייפאיה Liero Liero Lierse S.K. ליירסה Liestal ליאשטל Lieutenant לוטננט Lieutenant Kijé לייטננט קיז'ה Lieutenant colonel לוטננט קולונל Lieutenant general לוטננט גנרל Lieutenant governor המשנה למושל קנדה Lieutenant of the Admiralty לפטננט של האדמירליות Lieutenants of the Royal Victorian Order קטגוריה:המסדר הוויקטוריאני המלכותי: לוטננטים Liev Schreiber לייב שרייבר Lieven משתמש:Lieven Lifa ליפה Life Life Life חיים Life לייף Life According to Agfa החיים על פי אגפא Life After People העולם אחרי האנושות Life During Wartime החיים בזמן מלחמה Life Guards משמר החיים Life Is Beautiful החיים יפים Life Is a Dream החיים הם חלום Life Is a Miracle החיים הם נס Life Starts Now Life Starts Now Life Unexpected חיים בלתי צפויים Life coaches קטגוריה:מאמנים אישיים Life expectancy תוחלת חיים Life expectancy at birth תוחלת החיים בלידה Life extension אנטי-אייג'ינג Life for Rent Life for Rent Life imprisonment מאסר עולם Life in Cartoon Motion Life In Cartoon Motion Life in Technicolor II Life in Technicolor II Life in the So-Called Space Age Life in the So-Called Space Age Life insurance ביטוח חיים Life of Adam and Eve ספר אדם וחוה Life of Galileo חיי גליליאו Life of Pi חיי פיי Life of an American Fireman חייו של כבאי אמריקאי Life on Other Planets album cover by Supergrass.jpg תמונה:Life On Other Planets.jpg Life peer לורדים לימי חייהם Life peers קטגוריה:לורדים לכל ימי חייהם Life thru a Lens Life thru a Lens Life with Boys לחיות עם בנים Life with Derek לחיות עם דרק Life-Size בובה אמא Lifeboat סירת הצלה Lifeboat ethics האתיקה של סירת ההצלה Lifebuoy גלגל הצלה Lifeguard מציל Lifehouse לייפהאוס Lifford ליפורד Lifnei iver לפני עיוור לא תיתן מכשול Lifou ליפו Lifshitz ליפשיץ Lifshitz College of Education מכללת ליפשיץ Lift כוח עילוי Lift chair כיסא מתרומם Lift-to-drag ratio יחס גלישה Lifta ליפתא Liftershalte טרמפיאדה Lifts on the old Canal du Centre מעליות קנאל דו סנטר Liga ACB ליגת העל הספרדית בכדורסל Liga ACB תבנית:ליגת העל הספרדית בכדורסל Liga ASOBAL הליגה הספרדית בכדוריד Liga Alef ליגה א' Liga Artzit הליגה הארצית בכדורגל Liga Artzit הליגה הארצית בכדורסל Liga Bet ליגה ב' Liga Gimel ליגה ג' Liga I ליגת העל הרומנית Liga Leumit הליגה הלאומית בכדורגל Liga Leumit הליגה הלאומית בכדורסל Liga Leumit תבנית:עונות בליגת משנה בכדורגל Liga Leumit seasons קטגוריה:עונות בליגה הלאומית בכדורגל בישראל Liga MX ליגת העל המקסיקנית Liga Națională ליגת העל הרומנית בכדורסל Liga Națională תבנית:ליגת העל הרומנית בכדורסל Liga de Elite ליגת העל של מקאו Liga de Fútbol Profesional תמונה:LFP.svg.png LigaPro הליגה הפורטוגלית השנייה בכדורגל Ligament רצועה Ligand ליגנד Ligand field theory שדה הליגנד Ligase ליגאז Ligat Nashim כדורגל נשים בישראל Ligature ליגטורה Liger לייגר Ligeti ליגטי Light אור Light קטגוריה:אור Light Grenades Light Grenades Light My Fire Light My Fire Light Tank Mk VI ויקרס סימן 6 Light Unto the Nations אור לגויים Light Up אקארי Light cavalry פרש קל Light characteristic אופייני אורות עזר לניווט Light cone קונוס האור Light cruiser סיירת קלה Light fixture גוף תאורה Light infantry חיל רגלים קל Light pollution זיהום אור Light rail קטגוריה:רכבת קלה Light rail רכבת קלה Light skin עור בהיר Light tanks קטגוריה:טנקים קלים Light therapy פוטותרפיה Light-emitting diode דיודה פולטת אור Light-mantled albatross אלבטרוס אפור Light-year שנת אור LightWave 3D LightWave 3D Lightbulb Sun Lightbulb Sun Lightbulb joke בדיחות החלפת נורה Lighter מצית Lighters Lighters Lighthouse מגדלור Lighthouse of Alexandria המגדלור באלכסנדריה Lighthouses קטגוריה:מגדלורים Lighthouses in Israel קטגוריה:מגדלורים בישראל Lighthouses of Israel תבנית:מגדלורים בישראל Lighting קטגוריה:תאורה Lighting תאורה Lightnin' Hopkins לייטנינג הופקינס Lightning Lightning Lightning ברק Lightning לייטנינג Lightning Point נקודת גלישה Lightning rod כליא ברק Lightsaber חרב אור Lightvessel אוניית מגדלור Lightweight Directory Access Protocol Lightweight Directory Access Protocol Lightweight Fighter program מטוס קרב קל משקל Lignin ליגנין Lignite ליגניט Lignumvitae Key ליגנומוויטאה קי Ligue 1 ליגת העל הצרפתית בכדורגל Ligue 1 Player of the Year תבנית:כדורגלן השנה בליגה הצרפתית Ligue 1 top scorers תבנית:מלך השערים של ליגת העל הצרפתית Ligue 2 ליגת המשנה הצרפתית בכדורגל Ligue 2 תבנית:הליגה הצרפתית השנייה בכדורגל Ligue Nationale de Basket ליגת הכדורסל הלאומית של צרפת Liguria ליגוריה Liguria קטגוריה:ליגוריה Ligurian ליגורית Ligurian Sea הים הליגורי Ligurian language קטגוריה:שפות ליגוריות Lihou ליהו Lijepa naša domovino המנון קרואטיה Lijiang ליג'יאנג Like תבנית:אוהב Like I Love You Like I Love You Like Mike שחק אותה כמו מייקל Like This Like This Like a Prayer Like a Prayer Like a Rolling Stone Like a Rolling Stone Like a Virgin Like a Virgin Likebox/Schrodinger משוואת שרדינגר Likelihood function פונקציית נראות Likelihood ratios in diagnostic testing יחס נראות Likelihood-ratio test מבחן יחס הנראות Likhi Range רכס ליחי Likkutei Sichos לקוטי שיחות Likud הליכוד Likud קטגוריה:הליכוד Likud Yisrael Beiteinu הליכוד - ישראל ביתנו Likud politicians קטגוריה:פעילי הליכוד Likutei Torah/Torah Or תורה אור ולקוטי תורה Lil Jon ליל ג'ון Lil Wayne ליל ויין Lil' Kim ליל קים Lil' ½ Dead Lil' ½ Dead Lila לילה Lila Abu-Lughod לילה אבו לוע'וד Lila Downs לילה דאונס Lila Kagedan לילה קז'דאן Lila Kedrova לילה קדרובה Lila Tretikov לילה טרטיקוב Lila: An Inquiry into Morals ליילה: חקירה על אודות המידות Lilac-breasted roller כחל לילכי Lili לילי Lili Boniche לילי בוניש Lili Boulanger לילי בולאנז'ה Lili Elbe לילי אלבה Lili Marleen לילי מרלן Lili Taylor לילי טיילור Lilia Shevtsova ליליה שבצובה Lilia Skala ליליה סקלה Liliaceae שושניים Liliales קטגוריה:שושנאים Liliales שושנאים Lilian Cup גביע ליליאן Lilian Thuram ליליאן תוראם Liliana Lubińska ליליאנה לובינסקה Liliane Klapisch ליליאן קלאפיש Liliopsida חד-פסיגיים Lilith לילית Lilith Nagar לילית נגר Lilium שושן Lilium candidum שושן צחור Lille ליל Lille OSC ליל Lille OSC players קטגוריה:כדורגלני ליל Lillehammer לילהאמר Lillehammer קטגוריה:לילהאמר Lillehammer affair פרשת לילהאמר Lillestrøm SK לילסטרום Lillestrøm SK players קטגוריה:כדורגלני לילסטרום Lillet לילט Lilli Henoch לילי חנוך Lilli Lehmann לילי להמן Lilli Promet לילי פרומט Lillian Copeland ליליאן קופלנד Lillian Gish ליליאן גיש Lillian Hellman ליליאן הלמן Lillian Lux ליליאן לוקס Lillian Moller Gilbreth ליליאן מולר גילברט Lillian Nordica ליליאן נורדיקה Lillian Roth ליליאן רוט Lillian Watson ליליאן ווטסון Lillix ליליקס Lilmcredhead/Sandbox אוניברסיטת קליפורניה Lilo & Stitch לילו וסטיץ' Lilo & Stitch תבנית:לילו וסטיץ' Lilo & Stitch 2: Stitch Has a Glitch לילו וסטיץ' 2 - הגליץ' של סטיץ' Lilo & Stitch: The Series לילו וסטיץ': הסדרה Lilongwe לילונגווה Lily Allen לילי אלן Lily Allen תבנית:לילי אלן Lily Braun לילי בראון Lily Collins לילי קולינס Lily James לילי ג'יימס Lily Kronberger לילי קרונברגר Lily Loveless לילי לאבלס Lily Montagu ליליאן הלן מונטגיו Lily Parr לילי פר Lily Pons לילי פונס Lily Rabe לילי רייב Lily Tomlin לילי טומלין Lima לימה Lima קטגוריה:לימה Lima/Sandbox פנטרכיה Liman irrigation system לימן Limanowa לימנובה Limassol לימסול Limassol קטגוריה:לימסול Limavady United F.C. לימאואדי יונייטד Limax flavus חשופית צהובה Limay River לימאי Limb גפיים Limb darkening האפלת שפה Limba noastră המנון מולדובה Limbic lobe קליפת המוח הלימבית Limbic system המערכת הלימבית Limbo לימבו Limburg לימבורג Limburgish language לימבורגית Lime ליים Lime kiln כבשן סיד Limelight אור סידן Limelight אורות הבמה Limequat ליים קווט Limerick חמשיר Limerick לימריק Limes לימס Limescale אבנית Limestone אבן גיר Liminality לימינליות Limit גבול Limit of a function גבול של פונקציה Limit of a sequence גבול של סדרה Limit point נקודת הצטברות Limitanei לימיטאני Limited Edition מהדורה מוגבלת Limited partnership שותפות מוגבלת Limiting factor גורם מגביל Limitless ללא גבולות Limmat לימאט Limmu לימו Limmud לימוד Limnic eruption התפרצות מימית Limnology לימנולוגיה Limodorum abortivum שנק החורש Limoges לימוז' Limoges CSP לימוז' Limoges CSP players קטגוריה:כדורסלני לימוז' Limoges Cathedral קתדרלת לימוז' Limon לימון Limonana לימונענע Limoncello לימונצ'לו Limonite לימוניט Limonium עדעד Limonium perezii עדעד קנרי Limonium sinuatum עדעד כחול Limor Livnat לימור לבנת Limor Schreibman-Sharir לימור שרייבמן-שריר Limousin לימוזן Limousin קטגוריה:לימוזן Limousine לימוזינה Limp צליעה Limp Bizkit לימפ ביזקיט Limpieza de sangre טוהר הדם Limpkin ארמוס Limpopo לימפופו Limpopo קטגוריה:לימפופו Limpopo River לימפופו Limu o Pele היאלוקלאסטיט#אצת פלה Limón לימון Limón Province לימון Lina לינה Lina Makhul לינה מח'ול Lina Medina לינה מדינה Lina Morgenstern לינה מורגנשטרן Lina Stern לינה שטרן Lina Wertmüller לינה ורטמילר Linaceae פשתיים Linaceae קטגוריה:פשתיים Linaria פשתנית Linas Kleiza לינאס קלייזה Linate Airport disaster האסון בנמל התעופה לינאטה Linati schema for Ulysses סכמת לינאטי ליוליסס Lincoln לינקולן Lincoln Bedroom חדר השינה של לינקולן Lincoln Cathedral קתדרלת לינקולן Lincoln Center for the Performing Arts מרכז לינקולן Lincoln Chafee לינקולן צ'ייפי Lincoln Ellsworth לינקולן אלזוורת' Lincoln Kirstein לינקולן קרסטיין Lincoln Logs בולי העץ של לינקולן Lincoln Memorial אנדרטת לינקולן Lincoln Memorial Reflecting Pool בריכת ההשתקפות Lincoln Red Imps F.C. לינקולן רד אימפס Lincoln Sea ים לינקולן Lincoln Tomb קבר לינקולן Lincoln Tunnel מנהרת לינקולן Lincoln's Birthday יום הולדתו של לינקולן Lincolnshire לינקולנשייר Lincoln–Douglas debates עימותי לינקולן-דאגלס Lincoln–Kennedy coincidences urban legend צירוף המקרים של לינקולן וקנדי Lincos שפת לינקוס Linda לינדה Linda Bassett לינדה באסט Linda Blair לינדה בלייר Linda Buck לינדה באק Linda Cristal לינדה קריסטל Linda Evangelista לינדה אוונג'ליסטה Linda Evans לינדה אוונס Linda Gordon לינדה גורדון Linda Hamilton לינדה המילטון Linda Hardy לינדה ארדי Linda Howard לינדה הווארד Linda Hunt לינדה האנט Linda Jezek לינדה ג'זק Linda Kozlowski לינדה קוזלווסקי Linda Lavin לינדה לאבין Linda Lingle לינדה לינגל Linda Lovelace לינדה לאבלייס Linda McCartney לינדה מקרטני Linda Medalen לינדה מדאלן Linda Nochlin לינדה נוכלין Linda Park לינדה פארק Linda Pastan לינדה פסטן Linda Ronstadt לינדה רונסטאדט Linda Saif לינדה סאיף Linda Sue Park לינדה סו פארק Linda Sánchez לינדה סנצ'ז Lindahl tax מחירי לינדל Lindelöf space מרחב לינדלף Lindelöf's lemma הלמה של לינדלף Lindemann לינדמן Lindemann mechanism מנגנון לינדמן Lindemann–Weierstrass theorem משפט לינדמן-ויירשטראס Linden לינדן Lindenbaum לינדנבאום Lindenstrauss לינדנשטראוס Linderhof Palace לינדרהוף Lindi Region לינדי Lindos לינדוס Lindsay Crouse לינדזי קרוס Lindsay Davenport לינדזי דבנפורט Lindsay Duncan לינדזי דאנקן Lindsay Kemp לינדזי קמפ Lindsay Lohan לינדזי לוהן Lindsay Price לינדזי פרייס Lindsey Graham לינדזי גרהאם Lindsey Hunter לינדסי האנטר Lindsey Shaw לינדזי שו Lindsey Stirling לינדזי סטירלינג Lindsey Vonn לינדזי וון Lindsey Way Lyn z Lindt & Sprüngli לינדט ושפרינגלי Lindy Chamberlain-Creighton לינדי צ'מברליין Lindy Hop לינדי הופ Line ישר Line קו Line Islands איי ליין Line Islands קטגוריה:איי ליין Line Monty לין מונטי Line chart גרף רציף Line integral אינטגרל קווי Line of battle מערך טורי Line of hereditary succession סדר הירושה Linear A כתב לינארי א' Linear B כתב לינארי ב' Linear algebra אלגברה לינארית Linear algebra קטגוריה:אלגברה לינארית Linear algebra תבנית:אלגברה לינארית Linear approximation קירוב לינארי Linear city דגם העיר האנכית Linear code קוד לינארי Linear combination צירוף לינארי Linear cryptanalysis קריפטאנליזה לינארית Linear differential equation משוואה דיפרנציאלית לינארית Linear equation משוואה לינארית Linear function פונקציה לינארית Linear independence תלות לינארית Linear induction motor מנוע השראה ישר Linear least squares שיטת הריבועים הפחותים Linear map העתקה לינארית Linear programming תכנון לינארי Linear regression רגרסיה לינארית Linear regulator ספק כוח לינארי Linear span קבוצה פורשת Linear system מערכת לינארית Linear time סיבוכיות זמן#.D7.96.D7.9E.D7.9F .D7.A8.D7.99.D7.A6.D7.94 .D7.9C.D7.99.D7.A0.D7.90.D7.A8.D7.99 Linear-feedback shift register LFSR Linear-gradient תבנית:Linear-gradient Linearizability פעולה אטומית Liner notes הערות אלבום Lineshaft roller conveyor מסוע Linezolid לינזוליד Linfield F.C. לינפילד Linfield.png תמונה:Linfieldfc.gif Linford Christie לינפורד כריסטי Lingam לינגאם Lingua Franca לינגואה פרנקה Lingua franca לינגואה פרנקה Linguine לינגוויני Linguistic controversies קטגוריה:מחלוקות בבלשנות Linguistic imperialism אימפריאליזם לשוני Linguistic intergroup bias הטיה לשונית בין-קבוצתית Linguistic morphology קטגוריה:מורפולוגיה Linguistic relativity היפותזת ספיר-וורף Linguistic rights חופש לשון Linguistic typology טיפולוגיה Linguistics בלשנות Linguistics קטגוריה:בלשנות Linguistics stubs קטגוריה:קצרמר בלשנות Linguists קטגוריה:בלשנים Linguists by nationality קטגוריה:בלשנים לפי מוצא Linguists from Catalonia קטגוריה:בלשנים קטלאנים Linguists from France קטגוריה:בלשנים צרפתים Linguists from Germany קטגוריה:בלשנים גרמנים Linguists from Hungary קטגוריה:בלשנים הונגרים Linguists from Italy קטגוריה:בלשנים איטלקים Linguists from Poland קטגוריה:בלשנים פולנים Linguists from Romania קטגוריה:בלשנים רומנים Linguists from Russia קטגוריה:בלשנים רוסים Linguists from Serbia קטגוריה:בלשנים סרבים Linguists from Sweden קטגוריה:בלשנים שוודים Linguists from Switzerland קטגוריה:בלשנים שווייצרים Linguists from the Czech Republic קטגוריה:בלשנים צ'כים Linguists of Yiddish קטגוריה:חוקרי השפה היידית Linhares ליניארס Link לינק Link עזרה:קישורים Link קישור Link שזר Link 16 Link 16 Link aggregation Link Aggregation Link budget מאזן ערוץ Link farm חוות קישורים Link layer שכבת הקשר של מודל TCP/IP Link rot ויקיפדיה:ויקיגמד/מדריך תיקון קישבורים Link templates קטגוריה:תבניות קישורים Linkage תאחיזה Linkage disequilibrium תאחיזה לא שוויונית Linked data נתונים מקושרים Linked list רשימה מקושרת LinkedIn LinkedIn Linker מקשר Linkin Park לינקין פארק Linkin Park קטגוריה:לינקין פארק Linkin Park תבנית:לינקין פארק Linkin Park albums קטגוריה:אלבומי לינקין פארק Linkin Park discography דיסקוגרפיה של לינקין פארק Linklater לינקלטר Linlithgow Palace ארמון לינלית'גו Linn Berggren מאלין ברגרן Linnaeus's two-toed sloth עצלן דו-אצבע של לינאוס Linnean Society of London האגודה הלינאית של לונדון Lino Spiteri לינו ספיטרי Linoleic acid חומצה לינולאית Linor Abargil לינור אברג'יל Linoy Ashram לינוי אשרם Linqing לינצ'ינג Linsk חסידות לינסק Lint מוך Lint remover מסיר מוך Linum פשתה Linum pubescens פשתה שעירה Linus לינוס Linus Pauling לינוס פאולינג Linus Torvalds לינוס טורבאלדס Linus van Pelt ליינוס ואן פלט Linus's Law חוק לינוס Linux לינוקס Linux קטגוריה:לינוקס Linux Mark Institute מכון סימן לינוקס Linux Mint לינוקס מינט Linux Standard Base Linux Standard Base Linux console קונסול לינוקס Linux distribution הפצת גנו/לינוקס Linux distributions קטגוריה:הפצות של GNU/לינוקס Linux distributions תבנית:הפצות לינוקס Linux gaming משחקים בלינוקס Linux kernel לינוקס Linux kernel oops שגיאת oops בליבת לינוקס Linux malware נוזקות בלינוקס Linwood Barclay לינווד ברקלי Linyphiidae ערסלניים Linz לינץ Linz New Cathedral קתדרלת לינץ Linz Open ג'נראלי ליידיז לינץ Linz-Land District מחוז לינץ Linzer torte לינצר טורטה Liolaemidae ליולמיים Lion אריה Lion Feuchtwanger ליון פויכטוונגר Lion Monument אנדרטת האריה Lion of Al-lāt האריה של אל-לאת Lion of Belfort האריה מבלפור Lion of Judah גור אריה יהודה Lion tamarin טמרין רעמתי Lion's mane jellyfish מדוזת רעמת האריה Lion's share חלק הארי Lion-Eating Poet in the Stone Den שה שה שה שה שה Lion-man ארי-אדם ממערת שטאדל Lion-tailed macaque מקוק מזוקן Lionboy ילד האריות Lionel Barrymore ליונל ברימור Lionel Blue ליונל בלו Lionel Hampton ליונל המפטון Lionel Jospin ליונל ז'וספן Lionel Kieseritzky ליונל קיזריצקי Lionel Logue ליונל לוג Lionel Messi ליונל מסי Lionel Newman ליונל ניומן Lionel Poilâne ליונל פואלן Lionel Richie ליונל ריצ'י Lionel Robbins ליונל רובינס Lionel Rogosin ליונל רוגוזין Lionel Royer ליונל רואייה Lionel Scaloni ליונל סקאלוני Lionel Shriver ליונל שרייבר Lionel Smith ליונל סמית' Lionel Stander ליונל סטנדר Lionel Tertis ליונל טרטיס Lionel de Rothschild ליונל דה רוטשילד Lioness: Hidden Treasures Lioness: Hidden Treasures Lionfish זהרון Lionheart לב אריה Lions ליונס Lions קטגוריה:אריה Lions Clubs International ליונס Lions for Lambs כאריות לכבשים Lions in art קטגוריה:האריה באמנות Lions' Gate שער האריות Lior Ashkenazi ליאור אשכנזי Lior Asulin ליאור אסולין Lior Edri ליאור אדרי Lior Eliyahu ליאור אליהו Lior Jean ליאור ז'אן Lior Karmi ליאור כרמי Lior Levi ליאור לוי Lior Lubin ליאור ליובין Lior Miller ליאור מילר Lior Narkis ליאור נרקיס Lior Navok ליאור נבוק Lior Refaelov ליאור רפאלוב Lior Schleien ליאור שליין Lior Shambadal ליאור שמבדל Liorkaplan User:Liorkaplan Liouville מכתש ליוביל Liouville function פונקציית ליוביל Liouville number מספר ליוביל Liouville's theorem משפט ליוביל Liozna ליוזנה Lip שפתיים Lip dub ליפ דאב Lip reading קריאת שפתיים Lip-synching in music ליפ סינק Lipa Schmeltzer ליפא שמלצר Lipari ליפארי Lipase ליפאז Lipcani ליפקאני Lipetsk Oblast ליפצק Lipid ליפיד Lipid bilayer דו-שכבה ליפידית Lipids קטגוריה:ליפידים Lipinski's rule of five כלל החמישה של ליפינסקי Lipit-Ishtar חוקי ליפית-אישתר Lipizzan ליפיצן Lipkin ליפקין Lipnik ליפניק Lipno County Lipno ליפנו Lipník nad Bečvou ליפניק על הבצ'ווה Lipoma ליפומה Lipopeptide ליפופפטיד Lipopolysaccharide ליפופוליסכריד Lipoprotein כולסטרול#ליפופרוטאינים Liposome ליפוזום Liposuction שאיבת שומן Lipovans ליפובנים Lippe-Alverdissen רוזנות ליפה-אלפרדיסן Lippi ליפי Lippincott Williams & Wilkins Lippincott Williams and Wilkins Lippmann ליפמן Lippmann electrometer אלקטרומטר ליפמן Lippo Memmi ליפו ממי Lipschitz continuity תנאי ליפשיץ Lipsko ליפסקו Lipson ליפסון Lipstick שפתון Lipstick Building בניין ליפסטיק Lipstick on Your Collar שפתון על צווארונך Liptauer ממרח ליפטאואר Lipót Baumhorn ליפוט באומהורן Liquefied natural gas גז טבעי נוזלי Liquefied petroleum gas גז פחמימני מעובה Liqueur ליקר Liqueurs קטגוריה:ליקרים Liquid נוזל Liquid Tension Experiment ליקוויד טנשן אקספרימנט Liquid crystal גביש נוזלי Liquid nitrogen cocktail קוקטייל חנקן נוזלי Liquid-crystal display LCD Liquid-propellant rocket מנוע דלק נוזלי Liquid-ring pump משאבת טבעת מים LiquidFeedback משוב נזיל LiquidGhoul/Frog צפרדע Liquidation פירוק חברות Liquidity risk סיכון נזילות Liquidity trap מלכודת הנזילות Liquido ליקווידו Liquiçá District ליקיסה Liquorice שוש Liquorice שוש קירח Lira לירה Liran Cohen לירן כהן Liran Dan לירן דן Liran Kohner לירן כוהנר Liran Serdal לירן סרדל Liran Strauber לירן שטראובר Liraz Charhi לירז צ'רכי Liri לירי Liron Diamant לירון דיאמנט Liron Vilner לירון וילנר Lironos user:Lironos Liroy Zhairi לירוי צעירי Lisa ליסה Lisa Backwell ליסה באקוול Lisa Batiashvili ליסה בטיאשווילי Lisa Edelstein ליסה אדלשטיין Lisa Fonssagrives ליזה פונסאגריב Lisa Gerrard ליסה ג'רארד Lisa Hannigan ליסה האניגן Lisa Kudrow ליסה קודרו Lisa Leslie ליסה לסלי Lisa Loeb ליסה לוב Lisa Murkowski ליסה מרקאוסקי Lisa Randall ליסה רנדל Lisa Simpson ליסה סימפסון Lisa Snowdon ליסה סנואודון Lisa marie han/sandbox תאוריית ההתקשרות Lisahgou/sandbox בגידה Lisalidor משתמש:Lisalidor Lisan Peninsula לשון ים המלח Lisandro López ליסנדרו לופס Lisbon ליסבון Lisbon קטגוריה:ליסבון Lisbon Cathedral קתדרלת ליסבון Lisdexamfetamine ליסדקסאמפטמין Lise Meitner ליזה מייטנר Liselotte Grschebina ליזלוטה גרז'בינה Lisi ליסי Lisi Lake ימת ליסי Lisin ליסין Lisp LISP Lissamphibia דו-חיים קיימים Lisson Grove ליסון גרוב List ליסט List רשימה List of Academy Award records פרס אוסקר - שיאים List of Academy Awards ceremonies פרס אוסקר#רשימת טקסי פרס אוסקר List of African capitals תבנית:בירות מדינות אפריקה List of American Horror Story characters אימה אמריקאית - דמויות List of Antarctic expeditions רשימת משלחות לאנטארקטיקה List of Apollo asteroids אסטרואידי אפולו List of Arab Nobel laureates ערבים זוכי פרס נובל List of Aragonese monarchs מלכי אראגון List of Arthur characters ארתור - דמויות List of Asian capitals by region תבנית:בירות מדינות אסיה List of Assyrian kings מלכי אשור List of Australian flags גלריית דגלי אוסטרליה List of Avengers members האוונג'רס - דמויות List of Babylon 5 characters בבילון 5 - דמויות List of Babylon 5 episodes בבילון 5 - עלילות הסדרה והסרטים List of Bach cantatas קנטטות מאת יוהאן סבסטיאן באך List of Back to the Future characters בחזרה לעתיד - דמויות List of Batman comics באטמן – רשימת סיפורים וחוברות קומיקס List of Batman supporting characters באטמן - דמויות List of Belgian flags גלריית דגלי בלגיה List of Belgian monarchs מלכי בלגיה List of Billboard Hot 100 number-one singles from 1958 to 1969 בילבורד הוט 100 List of Billboard Hot 100 number-one singles of the 1970s בילבורד הוט 100 List of Billboard Hot 100 number-one singles of the 1980s בילבורד הוט 100 List of Billboard Hot 100 number-one singles of the 1990s בילבורד הוט 100 List of Billboard Hot 100 number-one singles of the 2000s בילבורד הוט 100 List of Billboard Hot 100 number-one singles of the 2010s בילבורד הוט 100 List of Billboard number-one singles from 1950 to 1958 מצעד הפזמונים של בילבורד List of Billboard number-one singles of the 1940s מצעד הפזמונים של בילבורד List of Brazilian flags גלריית דגלי מדינות ברזיל List of British Army regiments רשימת הרגימנטים בצבא הבריטי List of British flags גלריית דגלי הממלכה המאוחדת List of British monarchs מלכי בריטניה List of Byzantine emperors קיסרי האימפריה הביזנטית List of Canadian flags פורטל:דגלים וסמלים/גלריות/קנדה List of Canadian provinces and territories by area פרובינציות וטריטוריות קנדה לפי שטח List of Canadian provinces and territories by population פרובינציות וטריטוריות קנדה לפי אוכלוסין List of Chief Rabbis of the United Hebrew Congregations הרב הראשי של בריטניה List of Commonwealth War Graves Commission World War I memorials to the missing in Belgium and France אנדרטאות האימפריה הבריטית לנעדרים בבלגיה ובצרפת במלחמת העולם הראשונה List of Crusader castles מבצר צלבני במזרח התיכון List of Danish monarchs המלוכה הדנית List of Dewey Decimal classes שיטת דיואי List of Diary of a Wimpy Kid characters יומנו של חנון - דמויות List of Disney Channel crossovers קרוס-אוברים בסדרות ערוץ דיסני List of Disney's Hercules characters הרקולס List of Doges of Venice דוכסי ונציה List of Douglas DC-4 operators דאגלס DC-4 List of Douglas DC-4 variants דאגלס DC-4 List of Dragon Ball characters דרגון בול#דמויות List of Dragonlance characters רומח הדרקון - דמויות List of Dragonlance deities אלים בספרי רומח הדרקון List of Dragonlance novels רומח הדרקון List of EastEnders characters איסטאנדרס - דמויות List of Emperors of Ethiopia שליטי אתיופיה List of Emperors of Japan קיסרי יפן List of English monarchs מלכי אנגליה List of European Jewish nobility קטגוריה:אצולה יהודית List of European capitals by region תבנית:בירות אירופה List of Family Guy characters איש משפחה - דמויות List of French consorts מלכות צרפת List of French monarchs מלכי צרפת List of Full House and Fuller House characters צער גידול בנות - דמויות List of Genesis band members רשימה של חברי להקת ג'נסיס List of Georgian monarchs מלך הממלכה הגאורגית המאוחדת List of German flags גלריית דגלי גרמניה List of German monarchs מלכים וקיסרים גרמניים List of Google Play edition devices Google Play Editions List of HTTP status codes שגיאות של HTTP List of Hasidic dynasties חצר חסידית List of Hebrew Bible events סיפורים ומשלים מן המקרא List of Heroes characters גיבורים - דמויות List of Hittite kings מלכי החתים List of Holocaust films השואה בקולנוע List of Holocaust memorials and museums אנדרטת השואה List of Houston Dynamo players יוסטון דינמו List of Ig Nobel Prize winners רשימת מקבלי פרס איג נובל List of Indonesian seas תבנית:גופי מים באינדונזיה List of International Space Station expeditions צוותי תחנת החלל הבינלאומית List of International observances מועדים בינלאומיים List of Internet top-level domains סיומת אינטרנט#סיומות מדינה List of Iron Man enemies איירון מן - דמויות List of Israel Prize recipients זוכי פרס ישראל List of Israeli Air Force aircraft squadrons טייסות חיל האוויר הישראלי List of Israeli ambassadors שגרירי ישראל List of Israeli assassinations סיכול ממוקד#פלסטינים שחוסלו בסיכול ממוקד List of Israeli films of 2010 2010 בקולנוע הישראלי List of Israeli inventions and discoveries תגליות והמצאות בישראל List of Israeli records in athletics שיאי ישראל באתלטיקה List of Israeli records in swimming שיאי ישראל בשחייה List of Israeli submissions for the Academy Award for Best Foreign Language Film פרס אוסקר - מועמדים ישראלים List of Israeli universities and colleges אוניברסיטאות בישראל List of Jewish Nobel laureates זוכי פרס נובל ממוצא יהודי List of Jewish chess players יהודים ושחמט List of Jewish political milestones in the United States יהדות ארצות הברית#ציוני דרך List of Jews in sports יהודים וספורט List of Justice League members ליגת הצדק - דמויות List of KHL vs NHL games KHL נגד NHL List of Knesset speakers יושב ראש הכנסת List of LGBT-related films סרט להט"בי List of Lorien Legacies characters בני לוריאן - דמויות List of Lost characters אבודים - דמויות List of MTV series albums MTV Unplugged List of Madagascar מדגסקר - דמויות List of Manhattan neighborhoods מנהטן#חלוקת האזורים במנהטן List of Messier objects ויקיפדיה:איך להקים אסם/תבניות מידע בערכים/עצמי מסיה List of Middle-earth animals הסילמריליון - גזעים List of Middle-earth characters שר הטבעות - דמויות List of Middle-earth peoples שר הטבעות - דמויות List of Mikoyan-Gurevich MiG-21 variants מיג-21 List of Modern Family characters משפחה מודרנית - דמויות List of Mongol rulers חאנים מונגולים List of Moomin characters המומינים - דמויות List of Muppets החבובות - דמויות List of Muslim Nobel laureates ערבים זוכי פרס נובל List of National Basketball Association annual scoring leaders מלך הסלים של ה-NBA List of National Basketball Association seasons עונות בליגת ה-NBA List of New York City parks פארקים וגנים בעיר ניו יורק List of New Zealand flags גלריית דגלי ניו זילנד List of North American capitals תבנית:בירות מדינות איי הודו המערבית List of Oceanian capitals by region תבנית:בירות מדינות אוקיאניה List of Once Upon a Time characters עד עצם היום הזה List of Oz books סדרת ספרי עוץ List of Oz characters הקוסם מארץ עוץ - דמויות List of Palestinian suicide attacks פיגועי התאבדות בישראל List of Panavia Tornado operators טורנדו List of Penrose Medal winners מדליית פנרוז List of Persian poets and authors משתמשת:סיון ל/רשימת משוררים וסופרים פרסים List of Phineas and Ferb characters פיניאס ופרב - דמויות List of Polish monarchs מלך פולין List of Portuguese monarchs מלכי פורטוגל List of Powerpuff Girls Z characters Demashita! Powerpuff Girls Z#הדמויות List of Presidents of Brazil נשיאי ברזיל List of Presidents of Ethiopia נשיא אתיופיה List of Presidents of Lebanon נשיא לבנון List of Presidents of Tunisia נשיא תוניסיה List of Presidents of Zambia נשיא זמביה List of Presidents of the United States נשיא ארצות הברית#רשימת הנשיאים List of Prime Ministers of Iran ראש ממשלת איראן List of Prime Ministers of Japan ראשי ממשלת יפן List of Prime Ministers of Jordan ראש ממשלת ירדן List of Princes and Grand Masters of the Sovereign Military Order of Malta נגיד מסדר ההוספיטלרים List of Prison Break characters נמלטים - דמויות List of Railway Series books סדרת הרכבות - ספרים List of Roman emperors קיסרי רומא List of Roman gladiator types סוגי גלדיאטורים List of Russian flags גלריית דגלי רוסיה List of Russian presidential candidates הבחירות לנשיאות רוסיה List of Russian rulers שליטי רוסיה List of Scottish flags גלריית דגלי סקוטלנד List of Scottish monarchs מלכי סקוטלנד List of Seinfeld minor characters סיינפלד - דמויות משנה List of Seleucid rulers בית סלאוקוס List of Sephardi chief rabbis of the Land of Israel הראשון לציון List of Shrek characters שרק - דמויות List of Six Feet Under characters עמוק באדמה - דמויות List of South African flags גלריית דגלי דרום אפריקה List of South American capitals תבנית:בירות מדינות אמריקה הדרומית List of South Park characters סאות' פארק - דמויות List of Space Shuttle missions משימות מעבורות החלל List of Spanish flags גלריית דגלי ספרד List of Spanish monarchs מלכי ספרד List of Speakers of the Parliament of Lebanon יושב ראש הפרלמנט הלבנוני List of Spider-Man supporting characters ספיידרמן - דמויות List of SpongeBob SquarePants characters בובספוג מכנסמרובע - דמויות List of Star Trek races אל-אוריאנים List of Star Trek: The Original Series episodes מסע בין כוכבים: הסדרה המקורית - עונות הסדרה List of Star Wars characters מלחמת הכוכבים - דמויות List of Star Wars planets and moons מקומות בסרטי מלחמת הכוכבים List of Swedish monarchs מלכי שוודיה List of Swimming World Swimmers of the Year שחייני השנה של סווימינג וורלד List of Swiss cheeses גבינה שווייצרית List of Sydney suburbs פרוורי סידני List of The Big Bang Theory characters המפץ הגדול - דמויות List of The Hunger Games characters משחקי הרעב - דמויות משנה List of The Simpsons characters משפחת סימפסון - דמויות List of The Simpsons comics משפחת סימפסון List of The Transformers הרובוטריקים - דמויות List of The West Wing episodes הבית הלבן List of Tosafists בעלי התוספות List of True Blood characters דם אמיתי - דמויות List of U.S. state flowers פרחי מדינות ארצות הברית List of U.S. states by unemployment rate מדינות ארצות הברית List of UK Dance Singles Chart number ones of 2000 מצעד הדאנס הבריטי List of UK Dance Singles Chart number ones of 2010 מצעד הדאנס הבריטי List of UK Singles Chart number ones of the 1960s מצעד הסינגלים הבריטי List of UK Singles Chart number ones of the 1970s מצעד הסינגלים הבריטי List of UK Singles Chart number ones of the 1980s מצעד הסינגלים הבריטי List of UK Singles Chart number ones of the 1990s מצעד הסינגלים הבריטי List of UK Singles Chart number ones of the 2000s מצעד הסינגלים הבריטי List of UK Singles Chart number ones of the 2010s מצעד הסינגלים הבריטי List of United States cities by population ערי ארצות הברית List of United States over-the-air television networks רשתות טלוויזיה בארצות הברית List of Vice Presidents of Argentina סגן נשיא ארגנטינה List of Watchmen characters דוקטור מנהטן List of Welsh flags גלריית דגלי ויילס List of Wikipedians by number of edits ויקיפדיה:List of Wikipedians by number of edits List of World War II conferences פגישות בין מנהיגי בעלות הברית במלחמת העולם השנייה List of X-Men members אקס-מן - דמויות List of X-planes מטוסי ה-X List of academic ranks סגל אקדמי List of adventive wild plants in Israel צמחי בר גרים ומוברים בישראל List of aircraft of the Israeli Air Force כלי טיס של צה"ל List of alpine clubs מועדון מטפסים List of amusement rides מתקן שעשועים List of anarchist communities קהילות אנרכיסטיות List of ancient Macedonians מלכי מוקדון List of ancient weapons כלי נשק קדומים List of antibiotics קבוצות אנטיביוטיקה List of applications of near field communication תקשורת טווח אפס List of aqueducts in the city of Rome אמות המים של רומא List of assassinated people התנקשויות פוליטיות List of battles and operations in the 1948 Palestine war מבצעי צה"ל במלחמת העצמאות List of bend knots קשרים List of best-selling music artists אמנים רבי מכר List of birds of Israel פורטל:החי והצומח בארץ ישראל/עופות בישראל List of blank pages ויקיפדיה:דפים ריקים List of boroughs and census areas in Alaska מחוזות אלסקה List of brightest stars כוכבים בהירים List of burial places of biblical figures קברי צדיקים ביהדות List of butterflies of Israel פורטל:החי והצומח בארץ ישראל/פרפרי ישראל List of caricaturists קריקטוריסט List of characters in The Lion King מלך האריות - דמויות List of chemical elements יסודות כימיים List of chess variants וריאציות של משחק השחמט List of chorale harmonisations by Johann Sebastian Bach כוראלים מאת יוהאן סבסטיאן באך List of circulating currencies מטבעות לאומיים List of cities and towns in Austria אוסטריה#ערים List of cities and towns in Georgia ערי גאורגיה List of cities and towns in Romania ערי רומניה List of cities in Israel ערים בישראל List of cities proper by population הערים הגדולות בעולם List of classical and art music traditions מוזיקה קלאסית List of coats of arms of Germany גלריית סמלי גרמניה List of coats of arms of the United Kingdom and dependencies גלריית סמלי הממלכה המאוחדת List of command and control abbreviations C4ISTAR List of commentaries on Mishneh Torah נושאי כליו של הרמב"ם List of compositions by Antonio Vivaldi רשימת יצירות מאת אנטוניו ויוואלדי List of compositions by Franz Schubert מס' 1 עד 504 רשימת דויטש ליצירות שוברט List of compositions by Franz Schubert מס' 505 עד 998 רשימת דויטש ליצירות שוברט List of compositions by Frédéric Chopin by genre יצירות מאת פרדריק שופן List of compositions by Johann Sebastian Bach רשימת יצירות באך List of compositions for arpeggione הרפרטואר לארפג'ונה List of consonants רשימת עיצורים List of contestants from the UK national selection for the Eurovision Song Contest Making Your Mind Up List of corvette classes קטגוריה:סדרות של קורבטות List of counties in Alabama מחוזות אלבמה List of counties in Arizona מחוזות אריזונה List of counties in California מחוזות קליפורניה List of counties in Colorado מחוזות קולורדו List of counties in Connecticut מחוזות קונטיקט List of counties in Delaware מחוזות דלאוור List of counties in Florida מחוזות פלורידה List of counties in Georgia מחוזות ג'ורג'יה List of counties in Hawaii מחוזות הוואי List of counties in Illinois מחוזות אילינוי List of counties in Indiana מחוזות אינדיאנה List of counties in Iowa מחוזות איווה List of counties in Maine מחוזות מיין List of counties in Maryland מחוזות מרילנד List of counties in Massachusetts מחוזות מסצ'וסטס List of counties in Michigan מחוזות מישיגן List of counties in Minnesota מחוזות מינסוטה List of counties in Nevada מחוזות נבדה List of counties in New Hampshire מחוזות ניו המפשייר List of counties in New Jersey מחוזות ניו ג'רזי List of counties in New Mexico מחוזות ניו מקסיקו List of counties in New York מחוזות מדינת ניו יורק List of counties in North Carolina מחוזות קרוליינה הצפונית List of counties in Ohio מחוזות אוהיו List of counties in Oklahoma מחוזות אוקלהומה List of counties in Oregon מחוזות אורגון List of counties in Pennsylvania מחוזות פנסילבניה List of counties in Rhode Island מחוזות רוד איילנד List of counties in Tennessee מחוזות טנסי List of counties in Texas מחוזות טקסס List of counties in Vermont מחוזות ורמונט List of counties in Virginia מחוזות וירג'יניה List of counties in Washington מחוזות וושינגטון List of counties in Wisconsin מחוזות ויסקונסין List of countries and dependencies by population תמ"ג ופיתוח אנושי צפיפות שטח מדינות לפי אוכלוסייה List of countries by infant mortality rate תמותת תינוקות List of countries by literacy rate רשימת מדינות על-פי אחוזי אוריינות List of countries by natural gas proven reserves רשימת מדינות על-פי עתודות הגז המוכחות List of countries by oil production רשימת מדינות על-פי תפוקת הנפט הגולמי List of countries by proven oil reserves רשימת מדינות על-פי עתודות הנפט המוכחות List of countries without armed forces מדינות ללא צבא List of current United States governors מושל List of diplomatic missions in Israel נציגויות זרות בישראל List of diplomatic missions of Israel נציגויות ישראל בעולם List of districts of Serbia מחוזות סרביה List of elections in 1973 בחירות 1973 List of elections in 1984 בחירות 1984 List of elections in 1988 בחירות 1988 List of elections in 1996 בחירות 1996 List of elections in 2000 בחירות 2000 List of elections in 2003 בחירות 2003 List of elections in 2004 בחירות 2004 List of elections in 2005 בחירות 2005 List of elections in 2009 בחירות 2009 List of elections in 2012 בחירות 2012 List of elections in 2013 בחירות 2013 List of elections in 2014 בחירות 2014 List of elections in 2015 בחירות 2015 List of emirs of Kuwait אמיר כווית List of emirs of Qatar אמיר קטר List of exceptional asteroids רשימת אסטרואידים List of explorers מגלה ארצות List of first-order theories תורה List of fishes in the Red Sea החי במפרץ אילת List of flag bearers for Israel at the Olympics ישראל במשחקים האולימפיים#נושאי דגל ישראל בטקס הפתיחה List of flags of Ireland גלריית דגלי אירלנד List of flags of Israel פורטל:דגלים וסמלים/גלריות/ישראל List of football stadiums in Israel רשימת אצטדיוני כדורגל בישראל List of free economic zone נמל חופשי List of free economic zones נמל חופשי List of geometry topics גאומטריה#מונחים List of government space agencies סוכנות חלל List of gun-brigs of the Royal Navy בריג תותחים List of heads of government of Andorra ממשלת אנדורה List of heads of government of Russia ראשי ממשלת רוסיה List of heads of state of Argentina נשיא ארגנטינה List of heads of state of Kenya נשיא קניה List of highest church naves רשימת הקתדרלות בעלות הספינות הראשיות הגבוהות ביותר List of highways in Turkey כבישים מהירים בטורקיה List of highways numbered 1 כביש 1 List of historical anniversaries לוח אירועים שנתי List of human positions יציבה List of industrial engineers מהנדס תעשייה וניהול List of islands of Tuvalu מחוזות טובאלו List of islands of the Marshall Islands מחוזות איי מרשל List of islets of Caroline Island איוני אטול קרוליין List of isthmuses מצר יבשה List of jazz contrafacts קונטרפאקט List of kings of Axum שליטי אקסום List of kings of Babylon מלכי בבל List of kings of Dál Riata מלכי דאל ריאטה List of kings of Iraq מלך עיראק List of kings of Jordan מלך ירדן List of kings of Rohan מלכי רוהאן List of kings of Sparta מלכי ספרטה List of kings of the Picts המלכים הפיקטים List of knots קשרים List of largest empires אימפריות List of largest volcanic eruptions התפרצות-על#התפרצויות-על היסטוריות List of leaders of Kazakhstan נשיא קזחסטן List of libraries ספריות לאומיות List of life sciences מדעי החיים List of lists of lists ויקיפדיה:מפתח רשימות List of locations in The Wheel of Time מחזור כישור הזמן - מקומות List of lunar deities אל ירח List of main battle tanks by country דגמי טנקים עיקריים List of mammals of Israel פורטל:החי והצומח בארץ ישראל/יונקים List of markets in London שווקים בלונדון List of mathematical symbols סימון מתמטי List of members of the seventeenth Knesset רשימת חברי הכנסת השבע עשרה List of members of the third Knesset הכנסת השלישית List of messiah claimants משיח שקר List of methods of capital punishment הוצאה להורג List of metropolitan areas by population הערים הגדולות בעולם List of minor recurring characters in Star Trek: Enterprise מסע בין כוכבים: אנטרפרייז - דמויות List of moment of inertia tensors טנזור התמד List of moments of inertia טנזור התמד#טבלה List of monarchs of East Anglia מלכי מזרח אנגליה List of monarchs of Finland שליטי פינלנד List of monarchs of Kent מלכי קנט List of monarchs of Liechtenstein נסיך ליכטנשטיין List of monarchs of Mercia מלכי מרסיה List of monarchs of Northumbria מלכי נורת'מבריה List of monarchs of Prussia מלכי פרוסיה List of monarchs of Sussex מלכי סאסקס List of monarchs of Wessex בית וסקס List of municipalities in Georgia נפות גאורגיה List of names for the biblical nameless שמות חיצוניים לדמויות אנונימיות במקרא List of narrative techniques טכניקות ספרותיות List of national and state libraries ספריות לאומיות List of national anthems המנונים List of national birds ציפור לאומית List of national capitals in alphabetical order ערי בירה List of national founders האבות המייסדים List of national independence days ימי עצמאות List of national theatres תיאטרון לאומי List of natural phenomena תופעת טבע List of newspapers in Israel עיתונות בישראל List of ornaments קישוטים List of parishes in Louisiana מחוזות לואיזיאנה List of particles מיון החלקיקים List of peace activists פעיל שלום List of peasant revolts מרד האיכרים List of pen names סופרים ושמות עט שלהם List of pharaohs פרעוני מצרים List of phrases containing the word vitae ויטה List of plants known as lotus לוטוס List of play techniques טכניקות ביצוע בברידג' List of political parties in Germany מפלגות בגרמניה List of political parties in Japan מפלגות פוליטיות ביפן List of political parties in Latvia פוליטיקה של לטביה#הסאימה List of political parties in Poland מפלגות בפולין List of popes אפיפיורים List of protoplasts האדם הראשון List of recurring Monty Python's Flying Circus characters מונטי פייתון - דמויות List of regions of Hungary חבלי הונגריה List of rivers by length נהר#הנהרות הארוכים בעולם List of rivers of England נהרות בריטניה List of rivers of the United Kingdom בריטניה הגדולה#נהרות List of rulers of Moldavia שליטי נסיכות מולדובה List of rulers of Thrace and Dacia מלכי דאקיה List of rulers of Wallachia שליטי ולאכיה List of rules of inference חוקי היקש List of satraps of Lydia רשימת אחשדרפנים של לידיה List of scientific units named after people יחידות מידה על שם אישים List of seas ימים ואוקיינוסים List of set theory topics תורת הקבוצות - מונחים List of ships of the Israeli Navy כלי שיט של חיל הים הישראלי List of signers of the United States Constitution החותמים על חוקת ארצות הברית List of songs and arias by Johann Sebastian Bach שירים ואריות מאת יוהאן סבסטיאן באך List of songs recorded by Therapy? ת'ראפי? List of sovereign states מדינות לפי שם List of sovereign states and dependent territories in Africa מדינות אפריקה List of sovereign states and dependent territories in Europe אירופה#מדינות באירופה List of spacecraft called Sputnik תוכנית ספוטניק List of spaceflight-related accidents and incidents אסונות בחלל List of species on Caroline Island מיני בעלי חיים וצמחים באטול קרוליין List of spells in Harry Potter הארי פוטר - מונחים#קסמים List of sports rivalries דרבי List of stars on the Hollywood Walk of Fame קטגוריה:אישים שהונצחו בשדרת הכוכבים של הוליווד List of states with limited recognition רשימת מדינות שאינן מוכרות List of stop motion artists סטופ מושן List of sultans of the Ottoman Empire סולטאן עות'מאני List of supporting Harry Potter characters הארי פוטר - דמויות משנה List of system quality attributes Ilities List of tallest buildings and structures in London גורדי שחקים בלונדון List of tallest buildings in Israel גורד השחקים הגבוה בישראל List of tallest buildings in New York City גורדי שחקים בניו יורק List of tanks of the Soviet Union טנקים רוסיים וסובייטיים List of the 72 names on the Eiffel Tower 72 השמות החרוטים על מגדל אייפל List of the Israel Defense Forces operations מבצעי צבא הגנה לישראל List of things named after Leonhard Euler נוסחת אוילר List of traditional children's games משחק ילדים List of trigonometric identities זהויות טריגונומטריות List of tyrants of Syracuse רשימת טיראנים של סירקוסאי List of university and college schools of music קונסרבטוריון List of wars involving Israel מלחמות ישראל List of water sports ספורט ימי List of works by Michelangelo מיכלאנג'לו#רשימת יצירותיו List of youth organizations תנועת נוער List of zeta functions פונקציית זטא List of zones of Nepal מחוזות נפאל Listed building בניין רשום Listed buildings in England קטגוריה:אנגליה: מבנים רשומים Listed buildings in London קטגוריה:לונדון: מבנים רשומים Listed buildings in Scotland קטגוריה:סקוטלנד: מבנים רשומים Listed buildings in the United Kingdom קטגוריה:הממלכה המאוחדת: מבנים רשומים Listen תבנית:שמע Listen - Jordan Rudess.jpg תמונה:RudessListen.jpg Listen to My Heart Listen To My Heart Listen to My Heart low.jpg קובץ:CoverK.jpg Listener~enwiki משתמש:Listener Listeria Listeria Listerine ליסטרין Lists ויקיפדיה:רשימה Lists קטגוריה:רשימות Lists and galleries of flags קטגוריה:גלריות דגלים Lists of aquarium life דגי נוי Lists of coats of arms קטגוריה:גלריות סמלים Lists of countries קטגוריה:רשימות מדינות Lists of country subdivisions קטגוריה:חלוקת פדרציות וקונפדרציות למדינות Lists of dukes in Great Britain קטגוריה:דוכסים בריטים Lists of earthquakes רעידות אדמה Lists of environmental topics איכות הסביבה Lists of mammals by location קטגוריה:יונקים לפי אזורי מחיה Lists of minor fictional characters קטגוריה:דמויות משנה Lists of monarchs in the British Isles מלכי בריטניה Lists of people קטגוריה:רשימות אישים Lists of places קטגוריה:רשימות מקומות Lists of rulers קטגוריה:רשימות שליטים Lists of television characters קטגוריה:רשימות של דמויות טלוויזיוניות Lit312/Charles Dickens צ'ארלס דיקנס Lit312/J. Barrie ג'יימס מתיו ברי Lit312/Literature ספרות Lit312/Sun Tzu סון צו LitWoman רומן חניכה Litani ליטני Litani River ליטני Litany ליטניה Litavis ליטאוויס Liteni ליטן Literacy אוריינות Literacy קטגוריה:אוריינות Literal music video קליפ מילולי Literary awards קטגוריה:פרסים ספרותיים Literary characters קטגוריה:דמויות ספרותיות Literary criticism ביקורת ספרות Literary criticism קטגוריה:ביקורת ספרותית Literary critics קטגוריה:מבקרי ספרות Literary critics by nationality קטגוריה:חוקרי ספרות לפי מוצא Literary editor עריכה ספרותית Literary families קטגוריה:משפחות בספרות ובשירה Literary fragment פרגמנט Literary genres קטגוריה:סוגות ספרותיות Literary magazine כתב עת ספרותי Literary magazines קטגוריה:כתבי עת ספרותיים Literary modernism ספרות מודרניסטית Literary societies קטגוריה:ארגוני ספרות Literary society חבורה ספרותית Literary techniques קטגוריה:טכניקות ספרותיות Literary terms קטגוריה:מונחים ספרותיים Literary theorists קטגוריה:חוקרי ספרות Literary theory קטגוריה:תורת הספרות Literary theory תורת הספרות Literature ספרות Literature פורטל:ספרות Literature קטגוריה:ספרות Literature by continent קטגוריה:ספרות לפי יבשות Literature by genre קטגוריה:חיבורים לפי סוגה ספרותית Literature by language קטגוריה:ספרות לפי שפה Literature by nationality קטגוריה:ספרות לפי מדינה Literature by period קטגוריה:ספרות לפי תקופה Literature navigational boxes קטגוריה:תבניות ניווט - ספרות Literature of Georgia קטגוריה:ספרות גאורגית Literature stubs קטגוריה:קצרמר ספרות Lithics קטגוריה:כלי אבן פרהיסטוריים Lithium Lithium Lithium ליתיום Lithium battery סוללת ליתיום Lithium fluoride ליתיום פלואורי Lithium pharmacology ליתיום Lithium-ion battery סוללת ליתיום-יון Lithography הדפס אבן Lithography קטגוריה:הדפסי אבן Lithophysa ליתופיזה Lithophyte מורפולוגיה של הצמח - מונחים#צורות חיים ושלבי חיים של צמחים Lithosphere ליתוספירה Lithuania ליטא Lithuania קטגוריה:ליטא Lithuania at the Olympics ליטא במשחקים האולימפיים Lithuania at the Paralympics ליטא במשחקים הפאראלימפיים Lithuania in the Eurovision Song Contest ליטא באירוויזיון Lithuania location map templates קטגוריה:תבניות מיפוי לפי מדינות: ליטא Lithuania men's national basketball team נבחרת ליטא בכדורסל Lithuania national football team נבחרת ליטא בכדורגל Lithuania stubs קטגוריה:קצרמר ליטא Lithuania templates קטגוריה:תבניות ניווט - ליטא Lithuanian Activist Front חזית הפעילים הליטאית Lithuanian Armed Forces הכוחות המזוינים של ליטא Lithuanian Jews יהדות ליטא Lithuanian Jews קטגוריה:יהודים ליטאים Lithuanian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הליטאית Lithuanian University of Health Sciences אוניברסיטת ליטא למדעי הבריאות Lithuanian basketball players קטגוריה:כדורסלנים ליטאים Lithuanian chess players קטגוריה:שחמטאים ליטאים Lithuanian clergy קטגוריה:אנשי דת ליטאים Lithuanian cuisine קטגוריה:המטבח הליטאי Lithuanian culture קטגוריה:ליטא: תרבות Lithuanian cyclists קטגוריה:רוכבי אופניים ליטאים Lithuanian football managers קטגוריה:מאמני כדורגל ליטאים Lithuanian footballers קטגוריה:כדורגלנים ליטאים Lithuanian journalists קטגוריה:עיתונאים ליטאים Lithuanian jurists קטגוריה:משפטנים ליטאים Lithuanian language ליטאית Lithuanian lawyers קטגוריה:עורכי דין ליטאים Lithuanian litas ליטאס Lithuanian literature קטגוריה:ספרות ליטאית Lithuanian music קטגוריה:מוזיקה ליטאית Lithuanian painters קטגוריה:ציירים ליטאים Lithuanian people קטגוריה:ליטאים Lithuanian politicians קטגוריה:פוליטיקאים ליטאים Lithuanian rabbis קטגוריה:רבנים ליטאים Lithuanian society קטגוריה:ליטא: דמוגרפיה Lithuanian sportspeople קטגוריה:ספורטאים ליטאים Lithuanian writers קטגוריה:סופרים ליטאים Lithuanians ליטאים Litke Strait מצר ליטקה Litmus נייר לקמוס Litokwa Tomeing ליטוקוואה טומאינג Litopterna ליטופטרנה Litoria ליטוריה Litovoi ליטובוי Litre ליטר Litter אפריון Litter שגר LittlBitsCharacters.jpg קובץ:Katkatim.jpg Little ליטל Little America אמריקה הקטנה Little Bad Girl Little Bad Girl Little Ben בן הקטן Little Big Adventure הרפתקה קטנה גדולה Little Big Adventure 2 הרפתקה קטנה גדולה 2 Little Bighorn River ליטל ביגהורן Little Boy ילד קטן Little Britain הממלכה הקטנה Little Caesar הקיסר הקטן Little Cayman ליטל קיימן Little Colorado River קולורדו הקטן Little Dancer of Fourteen Years רקדנית קטנה בת ארבע עשרה Little Diomede Island דיומד הקטן Little Dorrit דוריט הקטנה Little Dumbbell Nebula ערפילית המשקולת הקטנה Little Einsteins חבורת איינשטיין Little Entente ההסכמה הקטנה Little Eyolf איולף הקטן Little Fighter 2 Little Fighter 2 Little Fish דג קטן Little Fockers פגוש את הפוקרס הקטנים Little Giants ענקים קטנים Little Green Footballs Little Green Footballs Little Herr Friedemann אדון פרידמן הקטן Little House on the Prairie בית קטן בערבה Little Ice Age עידן הקרח הקטן Little Joe ליטל ג'ו Little John ג'ון הקטן Little League Baseball ליטל ליג בייסבול Little Lord Fauntleroy לורד פונטלרוי הקטן Little Milton ליטל מילטון Little Miss Sunshine מיס סנשיין הקטנה Little Mix ליטל מיקס Little Mosque on the Prairie מסגד קטן בערבה Little My מאי הקטנה Little Nemo ליטל נמו Little Orphan Annie אנני Little Poland פולין הקטנה Little Princess נסיכה קטנה Little Red Riding Hood כיפה אדומה Little Richard ריצ'רד הקטן Little Rock Nine משבר ליטל רוק Little Savage משתמש:Little Savage Little Sheba Come Back שובי שבא הקטנה Little Shop of Horrors חנות קטנה ומטריפה Little Shop of Horrors תבנית:חנות קטנה ומטריפה Little St Bernard Pass מעבר סן ברנאר הקטן Little Star Twinkle Twinkle מנצנץ כוכב קטן Little Tobago ליטל טובגו Little Venice ונציה הקטנה Little Voice קול קטן Little Western Wall הכותל הקטן Little White House הבית הלבן הקטן Little Women נשים קטנות Little Zab הזב הקטן Little auk אלקה קטנה Little bee-eater שרקרק גמד Little black dress שמלה שחורה קטנה Little bustard חובה קטנה Little eagle עיט קטן Little egret לבנית קטנה Little grebe טבלן גמדי Little gull שחף גמדי Little owl כוס החורבות Little penguin פינגווין זוטר Little's law חוק ליטל LittleBigPlanet Little Big Planet Littlewood's law חוק ליטלווד Littlewood's three principles of real analysis העקרונות של ליטלווד Litton ליטון Liturgical music מוזיקה ליטורגית Liturgy ליטורגיה Litvak ליטווק Lityn ליטין Liu ליו Liu Ailing ליו אילינג Liu Xiang ליו שיאנג Liu Xiaobo ליו שיאובו Liu Xin ליו שין Liu Yang ליו יאנג Liubar ליובר Liubashivka ליובשיבקה Liubeshiv לוביישוב Liuboml לובומל Liv Tyler ליב טיילר Liv Ullmann ליב אולמן Liv and Maddie ליב ומאדי Livajo משתמש:Livajo Live Live Live לייב Live 8 לייב 8 Live After Death Live After Death Live Aid לייב אייד Live CD Live CD Live CD תקליטור אתחול Live Earth לייב ארת' Live Earth Logo.png תמונה:Live Earth Logo.jpg Live Facelift Live Facelift Live Flesh אהבת בשר ודם Live Free or Die Hard מת לחיות 4.0 Live Killers Live Killers Live Magic Live Magic Live Nation Entertainment לייב ניישן אנטרטיינמנט Live Shit: Binge & Purge Live Shit: Binge & Purge Live Your Life Live Your Life Live action לייב אקשן Live action role-playing game לארפ Live album אלבום הופעה Live albums קטגוריה:אלבומי הופעה Live and Become תחיה ותהיה Live and Let Die חיה ותן למות Live at Leeds Live at Leeds Live at Wembley '86 Live at Wembley '86 Live at the Fillmore 1968 Santana Live at the Fillmore Live at the Folklore Center 1967 Live at the Folklore Center 1967 Live at the House of Blues Live at the House of Blues Live at the Isle of Wight 1970 Live at the Isle of Wight 1970 Live at the Marquee Live at the Marquee Live at the Royal Albert Hall Live at the Royal Albert Hall Live at the Troubadour 1969 Live at the Troubadour 1969 Live for Speed Live for Speed Live in Hyde Park Live in Hyde Park Live in London Live in London Live television שידור חי Live until 120 עד מאה ועשרים LiveJournal LiveJournal LiveLeak LiveLeak LivePerson לייבפרסון Lively לייבלי Livemocha לייבמוקה Liver כבד Liver קטגוריה:כבד Liver cancer סרטן הכבד Liver function tests תפקודי כבד Liver transplantation השתלת כבד Livermore/Sandbox עבד אל-קאדר אל-ג'זאירי Livermorium ליברמוריום Liverpool ליברפול Liverpool קטגוריה:ליברפול Liverpool Cathedral קתדרלת ליברפול Liverpool F.C. ליברפול Liverpool F.C. קטגוריה:כדורגלני ליברפול מונטווידאו Liverpool F.C. קטגוריה:מועדון הכדורגל ליברפול Liverpool F.C. managers קטגוריה:מאמני ליברפול Liverpool F.C. managers תבנית:מאמני ליברפול Liverpool F.C. players קטגוריה:כדורגלני ליברפול Liverpool John Lennon Airport נמל התעופה ליברפול ג'ון לנון Liverpool John Moores University אוניברסיטת ג'ון מורס Liverpool Sound Collage Liverpool Sound Collage Liverworts קטגוריה:טחבי כבד Livery company Livery Company Livescribe העט החכם של לייבסקרייב Livestock בהמה Livestock dehorning גדיעת קרניים Livestrong wristband צמיד Livestrong Livia ליוויה Livigno ליביניו Livilla ליווילה Living Space מרחב מחיה Living Things Living Things Living fossil מאובן חי Living fossils קטגוריה:מאובנים חיים Living room סלון Living statue פסל חי Living to Tell the Tale לחיות כדי לספר Living with the Land חיים עם האדמה Livingston ליווינגסטון Livingston Energy Flight ליווינגסטון Livingston Island ליווינגסטון Liviu Antal ליביו אנטל Liviu Librescu ליביו ליברסקו Liviu Rebreanu ליביו רבריאנו Livne ליבנה Livni לבני Livnim ליבנים Livonia ליבוניה Livonian Order המסדר הליבוני Livonian War מלחמת ליבוניה Livonian campaign of Stephen Báthory מערכתו של סטפאן באטורי בליבוניה Livonian language ליבונית Livorno ליבורנו Livy טיטוס ליוויוס Liwage13/John Cena ג'ון סינה Liwan ליוואן Lixer משתמש:Lixer Liya Kebede ליה קבדה Liz Sheridan ליז שרידן Liz Smith ליז סמית' Liz White ליז וייט Liza Donnelly לייזה דונלי Liza Minnelli לייזה מינלי Liza Weil ליזה וייל Lizard Lizard Lizard הלטאה Lizard לטאות Lizard buzzard עקב הלטאות Lizards קטגוריה:לטאות Lizrael משתמש:אליזבט Lizzie Armitstead ליזי ארמיטסטד Lizzie McGuire ליזי מקגוויר Lizzie Velásquez ליזי ולסקז Lizzy Caplan ליזי קפלן Liège לייז' Liège Basket לייז' באסקט Liège–Bastogne–Liège ליאז' - בסטון - ליאז' Liškiava לישקיאבה Ljuba Kristol לובה קריסטול Ljubljana ליובליאנה Ljubljana קטגוריה:ליובליאנה Ljubljana Castle טירת ליובליאנה Ljubljana Marshes ביצות ליובליאנה Ljubljanica ליובליאניצה Ljubo Miloš ליובו מילוש Ljutomer Jeruzalem ירוזלם Lkitrossky user:lkitrossky Lklundin User:Lklundin Llaima יאימה Llama למה מצויה Llanfairpwllgwyngyll שאנוויירפושגוונגיש Llangollen ל'אנגול'ן Llanos long-nosed armadillo ארמדיל ארוך-אף יאנוסי Llanquihue Lake אגם יאנקיווה Lleida ליידה Lleida Esportiu ליידה Lletra תבנית:Lletra Llewkcalbyram/Sandbox בור פוטנציאל אינסופי Lleyton Hewitt לייטון יואיט Lloret de Mar יורט דה מאר Lloyd לויד Lloyd Alexander לויד אלכסנדר Lloyd Austin לויד אוסטין Lloyd Bacon לויד בייקון Lloyd Banks לויד בנקס Lloyd Blankfein לויד בלנקפיין Lloyd Bridges לויד ברידג'ס Lloyd Fredendall לויד פרדנדאל Lloyd La Beach לויד לה ביץ' Lloyd Shapley לויד שפלי Lloyd's Register מרשם לוידס Lloyd's algorithm אלגוריתם לויד-מקס Lloyd's of London לוידס של לונדון Lluís Companys ליואיס קומפאניס Lluís Pujol ליואיס פוז'ול Lluís Solà i Sala ליואיס סולה אי סאלה Llywelyn לואלין Llywelyn the Great ל'ואלין הגדול Llívia לייביה Lmfye/sandbox רכישת שפה Ln Ln Lo Bocharot Lo Nivcharot לא נבחרות לא בוחרות Lo Hsiang-lin לו הסיאנג-לין Lo Wei לו וויי Lo-fi music לו-פיי Load Load Loadable kernel module מודול ליבה נטען Loaded Loaded Loaded question פלוריום אינטרוגטיונום Loader טוען Loader יעה אופני LoadingReadyRun Desert Bus For Hope Loadmaster פקח העמסה Loai Taha לואי טאהא Loam חמרה Loan הלוואה Loan השאלה Loan covenant אמות מידה פיננסיות Loans and interest in Judaism היתר עסקה Loanword שאילת מילים Loarn mac Eirc לוארן מק ארק Loaísa expedition משלחת לואאיסה Lob חבטת תילול Lobamba לובמבה Lobby לובי Lobby 99 לובי 99 Lobbying שדלנות Lobbyists קטגוריה:שדלנים Lobe אונה Lobe לובה Lobe switching Lobe switching Lobe-finned fish קטגוריה:בעלי סנפירים בשרניים Lobio מז'אווה לוביו Lobito לוביטו Lobnoye Mesto לובנויה מייסטו Lobo לובו Lobotomy לובוטומיה Lobster לובסטר Lobster Newberg לובסטר ניוברג Lobster Thermidor לובסטר תרמידור Local Bubble הבועה המקומית Local Group הקבוצה המקומית Local Group קטגוריה:הקבוצה המקומית Local H לוקאל H Local Interstellar Cloud הענן הבין-כוכבי המקומי Local area network רשת מקומית Local committee ועד מקומי Local council מועצה מקומית Local councils in Israel קטגוריה:ישראל: מועצות מקומיות Local councils of Malta מועצות מקומיות של מלטה Local currency מטבע מקומי Local exchange trading system קהילת מחרוזת Local field שדה מקומי Local food מזון מקומי Local government קטגוריה:שלטון מקומי Local government in Fiji מחוזות פיג'י Local government in Israel קטגוריה:שלטון מקומי בישראל Local government in Israel רשות מקומית בישראל Local government in London קטגוריה:לונדון: ממשל Local government in Wales מחוזות ויילס Local government in the Bahamas מחוזות איי בהאמה Local political office-holders in Israel קטגוריה:שלטון מקומי בישראל: אישים Local regression רגרסיה מקומית Local ring חוג מקומי Local search חיפוש מקומי Localhost Localhost Localities of Berlin קטגוריה:ברלין: שכונות Locality of reference עקרון המקומיות Localization of a ring לוקליזציה Locally compact space מרחב קומפקטי מקומית Locally connected space מרחב קשיר מקומית Locally free sheaf אלומה חופשית באופן מקומי Locarno לוקרנו Locarno Treaties הסכמי לוקרנו Location מיקום Location UK map Northern Ireland תבנית:מפת מיקום/צפון אירלנד Location map תבנית:מפת מיקום Location map Andorra תבנית:מפת מיקום/אנדורה Location map Angola תבנית:מפת מיקום/אנגולה Location map Antarctic Peninsula תבנית:מפת מיקום/חצי האי האנטארקטי Location map Antigua and Barbuda תבנית:מפת מיקום/אנטיגואה וברבודה Location map Arctic תבנית:מפת מיקום/אוקיינוס הקרח הצפוני Location map Argentina תבנית:מפת מיקום/ארגנטינה Location map Argentina Buenos Aires תבנית:מפת מיקום/בואנוס איירס Location map Argentina Buenos Aires Province תבנית:מפת מיקום/פרובינציית בואנוס איירס Location map Argentina Río Negro Province תבנית:מפת מיקום/פרובינציית ריו נגרו Location map Armenia תבנית:מפת מיקום/ארמניה Location map Aruba תבנית:מפת מיקום/ארובה Location map Asia תבנית:מפת מיקום/אסיה Location map Asia2 תבנית:מפת מיקום/אסיה2 Location map Atlanta תבנית:מפת מיקום/אטלנטה Location map Atlantic Ocean תבנית:מפת מיקום/האוקיינוס האטלנטי Location map Australia תבנית:מפת מיקום/אוסטרליה Location map Australia Australian Capital Territory תבנית:מפת מיקום/טריטוריית הבירה האוסטרלית Location map Australia Jervis Bay Territory תבנית:מפת מיקום/טריטוריית מפרץ ג'רביס Location map Australia New South Wales תבנית:מפת מיקום/ניו סאות' ויילס Location map Australia Norfolk Island תבנית:מפת מיקום/נורפוק Location map Australia Northern Territory תבנית:מפת מיקום/הטריטוריה הצפונית Location map Australia Queensland תבנית:מפת מיקום/קווינסלנד Location map Australia South Australia תבנית:מפת מיקום/אוסטרליה הדרומית Location map Australia Sydney תבנית:מפת מיקום/סידני Location map Australia Tasmania תבנית:מפת מיקום/טסמניה Location map Australia Western Australia תבנית:מפת מיקום/אוסטרליה המערבית Location map Austria תבנית:מפת מיקום/אוסטריה Location map Azerbaijan תבנית:מפת מיקום/אזרבייג'ן Location map Bahamas תבנית:מפת מיקום/איי בהאמה Location map Bahrain תבנית:מפת מיקום/בחריין Location map Bahrain Manama תבנית:מפת מיקום/מנאמה Location map Baikonur Cosmodrome תבנית:מפת מיקום/קוסמודרום בייקונור Location map Balkans תבנית:מפת מיקום/חבל הבלקן Location map Baltic Sea תבנית:מפת מיקום/הים הבלטי Location map Baltic states תבנית:מפת מיקום/המדינות הבלטיות Location map Bangladesh תבנית:מפת מיקום/בנגלדש Location map Barbados תבנית:מפת מיקום/ברבדוס Location map Beirut תבנית:מפת מיקום/ביירות Location map Belarus תבנית:מפת מיקום/בלארוס Location map Belgium Brussels תבנית:מפת מיקום/בריסל Location map Belize תבנית:מפת מיקום/בליז Location map Benin תבנית:מפת מיקום/בנין Location map Bhutan תבנית:מפת מיקום/בהוטן Location map Bolivia תבנית:מפת מיקום/בוליביה Location map Bosnia and Herzegovina תבנית:מפת מיקום/בוסניה והרצגובינה Location map Boston תבנית:מפת מיקום/בוסטון Location map Botswana תבנית:מפת מיקום/בוטסואנה Location map Brazil תבנית:מפת מיקום/ברזיל Location map Brazil Minas Gerais state תבנית:מפת מיקום/מינאס ז'ראיס Location map Brazil Rio de Janeiro City תבנית:מפת מיקום/ריו דה ז'ניירו Location map Brunei תבנית:מפת מיקום/ברוניי Location map Budapest תבנית:מפת מיקום/בודפשט Location map Bulgaria תבנית:מפת מיקום/בולגריה Location map Burkina Faso תבנית:מפת מיקום/בורקינה פאסו Location map Burundi תבנית:מפת מיקום/בורונדי Location map Cambodia תבנית:מפת מיקום/קמבודיה Location map Cameroon תבנית:מפת מיקום/קמרון Location map Canada Alberta תבנית:מפת מיקום/אלברטה Location map Canada British Columbia תבנית:מפת מיקום/קולומביה הבריטית Location map Canada Manitoba תבנית:מפת מיקום/מניטובה Location map Canada New Brunswick תבנית:מפת מיקום/ניו ברנזוויק Location map Canada Newfoundland and Labrador תבנית:מפת מיקום/ניופאונדלנד ולברדור Location map Canada Northwest Territories תבנית:מפת מיקום/הטריטוריות הצפון-מערביות Location map Canada Nova Scotia תבנית:מפת מיקום/נובה סקוטיה Location map Canada Nunavut תבנית:מפת מיקום/נונאווט Location map Canada Ontario תבנית:מפת מיקום/אונטריו Location map Canada Ottawa תבנית:מפת מיקום/אוטווה Location map Canada Prince Edward Island תבנית:מפת מיקום/אי הנסיך אדוארד Location map Canada Quebec תבנית:מפת מיקום/קוויבק Location map Canada Quebec City תבנית:מפת מיקום/קוויבק סיטי Location map Canada Saskatchewan תבנית:מפת מיקום/ססקצ'ואן Location map Canada Toronto תבנית:מפת מיקום/טורונטו Location map Canada Yukon תבנית:מפת מיקום/יוקון Location map Canary Islands תבנית:מפת מיקום/האיים הקנריים Location map Cape Verde תבנית:מפת מיקום/כף ורדה Location map Caribbean תבנית:מפת מיקום/הקריביים Location map Carpathian Mountains תבנית:מפת מיקום/הרי הקרפטים Location map Caspian Sea תבנית:מפת מיקום/הים הכספי Location map Caucasus mountains תבנית:מפת מיקום/הרי הקווקז Location map Central African Republic תבנית:מפת מיקום/הרפובליקה המרכז-אפריקאית Location map Central Europe תבנית:מפת מיקום/מרכז אירופה Location map Chaco Province תבנית:מפת מיקום/פרובינציית צ'אקו Location map Chad תבנית:מפת מיקום/צ'אד Location map Channel Islands תבנית:מפת מיקום/איי התעלה Location map Chicago תבנית:מפת מיקום/שיקגו Location map Chile תבנית:מפת מיקום/צ'ילה Location map China תבנית:מפת מיקום/סין Location map China Chongqing תבנית:מפת מיקום/צ'ונגצ'ינג Location map China Fujian תבנית:מפת מיקום/פוג'יין Location map China Guangdong תבנית:מפת מיקום/גואנגדונג Location map China Guangxi תבנית:מפת מיקום/גואנגשי Location map China Hainan תבנית:מפת מיקום/האינאן Location map China Heilongjiang תבנית:מפת מיקום/חיילונגג'יאנג Location map China Hubei תבנית:מפת מיקום/חוביי Location map China Inner Mongolia תבנית:מפת מיקום/מונגוליה הפנימית Location map China Jilin תבנית:מפת מיקום/ג'ילין Location map China Liaoning תבנית:מפת מיקום/ליאונינג Location map China Qinghai תבנית:מפת מיקום/צ'ינגהאי Location map China Shandong תבנית:מפת מיקום/שאנדונג Location map China Shanghai תבנית:מפת מיקום/שאנגחאי Location map China Sichuan תבנית:מפת מיקום/סצ'ואן Location map China Tibet תבנית:מפת מיקום/המחוז האוטונומי הטיבטי Location map China Xinjiang תבנית:מפת מיקום/שינג'יאנג Location map China Yunnan תבנית:מפת מיקום/יונאן Location map Chubut Province Argentina תבנית:מפת מיקום/פרובינציית צ'ובוט Location map Cocos תבנית:מפת מיקום/איי קוקוס Location map Colombia תבנית:מפת מיקום/קולומביה Location map Colombia Amazonas Department תבנית:מפת מיקום/מחוז אמסונאס Location map Colombia Antioquia Department תבנית:מפת מיקום/אנטיוקיה Location map Colombia Arauca Department תבנית:מפת מיקום/אראוקה Location map Colombia Atlántico Department תבנית:מפת מיקום/אטלאנטיקו Location map Colombia Bogotá תבנית:מפת מיקום/בוגוטה Location map Colombia Bolívar Department תבנית:מפת מיקום/מחוז בוליבר Location map Colombia Boyacá Department תבנית:מפת מיקום/בויאקה Location map Colombia Caldas Department תבנית:מפת מיקום/קלדס Location map Colombia Caquetá Department תבנית:מפת מיקום/קקטה Location map Colombia Casanare Department תבנית:מפת מיקום/קסנרה Location map Colombia Cauca Department תבנית:מפת מיקום/קאוקה Location map Colombia Cesar Department תבנית:מפת מיקום/ססאר Location map Colombia Chocó Department תבנית:מפת מיקום/צ'וקו Location map Colombia Cundinamarca Department תבנית:מפת מיקום/קונדינמרקה Location map Colombia Córdoba Department תבנית:מפת מיקום/מחוז קורדובה Location map Colombia Guainía Department תבנית:מפת מיקום/גואאיניה Location map Colombia Guaviare Department תבנית:מפת מיקום/גואביארה Location map Colombia Huila Department תבנית:מפת מיקום/וילה Location map Colombia La Guajira Department תבנית:מפת מיקום/לה גואחירה Location map Colombia Magdalena Department תבנית:מפת מיקום/מגדלנה Location map Colombia Meta Department תבנית:מפת מיקום/מטה Location map Colombia Nariño Department תבנית:מפת מיקום/נריניו Location map Colombia Norte de Santander Department תבנית:מפת מיקום/נורטה דה סנטנדר Location map Colombia Putumayo Department תבנית:מפת מיקום/פוטומיו Location map Colombia Quindío Department תבנית:מפת מיקום/קינדיו Location map Colombia Risaralda Department תבנית:מפת מיקום/ריסרלדה Location map Colombia Santander Department תבנית:מפת מיקום/סנטנדר Location map Colombia Sucre Department תבנית:מפת מיקום/מחוז סוקרה Location map Colombia Tolima Department תבנית:מפת מיקום/טולימה Location map Colombia Valle del Cauca Department תבנית:מפת מיקום/ואייה דל קאוקה Location map Colombia Vaupés Department תבנית:מפת מיקום/ואופס Location map Colombia Vichada Department תבנית:מפת מיקום/ויצ'דה Location map Comoros תבנית:מפת מיקום/קומורו Location map Costa Rica תבנית:מפת מיקום/קוסטה ריקה Location map Crimea תבנית:מפת מיקום/רפובליקת קרים Location map Cuba תבנית:מפת מיקום/קובה Location map Curaçao תבנית:מפת מיקום/קוראסאו Location map Cyprus תבנית:מפת מיקום/קפריסין Location map Czech Republic תבנית:מפת מיקום/צ'כיה Location map Czech Republic Greater Prague תבנית:מפת מיקום/פראג Location map Democratic Republic of the Congo תבנית:מפת מיקום/הרפובליקה הדמוקרטית של קונגו Location map Denmark תבנית:מפת מיקום/דנמרק Location map Denmark Copenhagen תבנית:מפת מיקום/קופנהגן Location map Denmark Faroe Islands תבנית:מפת מיקום/איי פארו Location map Denmark Region of Southern Denmark תבנית:מפת מיקום/מחוז סודנמארק Location map Djibouti תבנית:מפת מיקום/ג'יבוטי Location map Dominica תבנית:מפת מיקום/דומיניקה Location map Dominican Republic תבנית:מפת מיקום/הרפובליקה הדומיניקנית Location map East Timor תבנית:מפת מיקום/מזרח טימור Location map Ecuador תבנית:מפת מיקום/אקוודור Location map Ecuador Galápagos Islands תבנית:מפת מיקום/איי גלאפגוס Location map Egypt תבנית:מפת מיקום/מצרים Location map Egypt Sinai תבנית:מפת מיקום/סיני Location map El Salvador תבנית:מפת מיקום/אל סלוודור Location map Equatorial Guinea תבנית:מפת מיקום/גינאה המשוונית Location map Eritrea תבנית:מפת מיקום/אריתריאה Location map Estonia תבנית:מפת מיקום/אסטוניה Location map Estonia Tallinn תבנית:מפת מיקום/טאלין Location map Ethiopia תבנית:מפת מיקום/אתיופיה Location map Europe תבנית:מפת מיקום/אירופה Location map European Russia תבנית:מפת מיקום/רוסיה האירופאית Location map FRG and West Berlin תבנית:מפת מיקום/גרמניה המערבית Location map Federated States of Micronesia תבנית:מפת מיקום/מיקרונזיה Location map Fiji תבנית:מפת מיקום/פיג'י Location map Finland תבנית:מפת מיקום/פינלנד Location map Finland Åland Islands תבנית:מפת מיקום/אולנד Location map France Alsace תבנית:מפת מיקום/אלזס Location map France Aquitaine תבנית:מפת מיקום/אקיטן Location map France Auvergne תבנית:מפת מיקום/אוברן Location map France Basse-Normandie תבנית:מפת מיקום/נורמנדי תחתית Location map France Bordeaux תבנית:מפת מיקום/בורדו Location map France Bourgogne תבנית:מפת מיקום/בורגון Location map France Bretagne תבנית:מפת מיקום/ברטאן Location map France Centre תבנית:מפת מיקום/סאנטר-עמק הלואר Location map France Champagne-Ardenne תבנית:מפת מיקום/שמפאן-ארדן Location map France Corsica תבנית:מפת מיקום/קורסיקה Location map France Franche-Comté תבנית:מפת מיקום/פראנש-קונטה Location map France Haute-Normandie תבנית:מפת מיקום/נורמנדי עילית Location map France Kerguelen תבנית:מפת מיקום/איי קרגלן Location map France Languedoc-Roussillon תבנית:מפת מיקום/לנגדוק-רוסיון Location map France Le Mans תבנית:מפת מיקום/לה מאן Location map France Lille תבנית:מפת מיקום/ליל Location map France Limousin תבנית:מפת מיקום/לימוזן Location map France Lorraine תבנית:מפת מיקום/לורן Location map France Mayotte תבנית:מפת מיקום/מיוט Location map France Midi-Pyrénées תבנית:מפת מיקום/מידי-פירנה Location map France Montpellier תבנית:מפת מיקום/מונפלייה Location map France Nice תבנית:מפת מיקום/ניס Location map France Nord-Pas-de-Calais תבנית:מפת מיקום/נור-פה דה קאלה Location map France Paris תבנית:מפת מיקום/פריז Location map France Pays de la Loire תבנית:מפת מיקום/פיי דה לה לואר Location map France Picardy תבנית:מפת מיקום/פיקרדי Location map France Poitou-Charentes תבנית:מפת מיקום/פואטו-שראנט Location map France Provence-Alpes-Côte d'Azur תבנית:מפת מיקום/פרובנס-אלפ-קוט ד'אזור Location map France Rhône-Alpes תבנית:מפת מיקום/רון-אלפ Location map France Rouen תבנית:מפת מיקום/רואן Location map France Strasbourg תבנית:מפת מיקום/שטרסבורג Location map France Toulouse תבנית:מפת מיקום/טולוז Location map France Île-de-France תבנית:מפת מיקום/איל-דה-פראנס Location map French Guiana תבנית:מפת מיקום/גיאנה הצרפתית Location map French Polynesia תבנית:מפת מיקום/פולינזיה הצרפתית Location map Futuna תבנית:מפת מיקום/פוטונה Location map Gabon תבנית:מפת מיקום/גבון Location map Gambia תבנית:מפת מיקום/גמביה Location map Georgia תבנית:מפת מיקום/גאורגיה Location map Georgia Abkhazia תבנית:מפת מיקום/אבחזיה Location map Georgia Adjara תבנית:מפת מיקום/אג'ריה Location map Georgia Guria תבנית:מפת מיקום/גוריה Location map Georgia Samegrelo-Zemo Svaneti תבנית:מפת מיקום/סמגרלו וסוואנתי עילית Location map Germany Baden-Württemberg תבנית:מפת מיקום/באדן-וירטמברג Location map Germany Bavaria תבנית:מפת מיקום/בוואריה Location map Germany Berlin תבנית:מפת מיקום/ברלין Location map Germany Brandenburg תבנית:מפת מיקום/ברנדנבורג Location map Germany Bremen תבנית:מפת מיקום/ברמן Location map Germany Hamburg תבנית:מפת מיקום/המבורג Location map Germany Hesse תבנית:מפת מיקום/הסן Location map Germany Lower Saxony תבנית:מפת מיקום/סקסוניה התחתונה Location map Germany Mecklenburg-Vorpommern תבנית:מפת מיקום/מקלנבורג-מערב פומרניה Location map Germany North Rhine-Westphalia תבנית:מפת מיקום/נורדריין-וסטפאליה Location map Germany Rhineland-Palatinate תבנית:מפת מיקום/ריינלנד-פפאלץ Location map Germany Saarland תבנית:מפת מיקום/חבל הסאר Location map Germany Saxony תבנית:מפת מיקום/סקסוניה Location map Germany Saxony-Anhalt תבנית:מפת מיקום/סקסוניה-אנהלט Location map Germany Schleswig-Holstein תבנית:מפת מיקום/שלזוויג-הולשטיין Location map Germany Thuringia תבנית:מפת מיקום/תורינגיה Location map Ghana תבנית:מפת מיקום/גאנה Location map Greece תבנית:מפת מיקום/יוון Location map Greenland תבנית:מפת מיקום/גרינלנד Location map Grenada תבנית:מפת מיקום/גרנדה Location map Guadeloupe תבנית:מפת מיקום/גוואדלופ Location map Guatemala תבנית:מפת מיקום/גואטמלה Location map Guinea תבנית:מפת מיקום/גינאה Location map Guinea-Bissau תבנית:מפת מיקום/גינאה ביסאו Location map Guyana תבנית:מפת מיקום/גיאנה Location map Haiti תבנית:מפת מיקום/האיטי Location map Honduras תבנית:מפת מיקום/הונדורס Location map Hong Kong תבנית:מפת מיקום/הונג קונג Location map Hungary תבנית:מפת מיקום/הונגריה Location map Iceland תבנית:מפת מיקום/איסלנד Location map India תבנית:מפת מיקום/הודו Location map India Andaman and Nicobar Islands תבנית:מפת מיקום/איי אנדמן וניקובר Location map India Andhra Pradesh תבנית:מפת מיקום/אנדרה פראדש Location map India Arunachal Pradesh תבנית:מפת מיקום/ארונאצ'ל פרדש Location map India Assam תבנית:מפת מיקום/אסאם Location map India Bihar תבנית:מפת מיקום/ביהר Location map India Chhattisgarh תבנית:מפת מיקום/צ'האטיסגאר Location map India Dadra and Nagar Haveli תבנית:מפת מיקום/דאדרה ונאגר הבלי Location map India Goa תבנית:מפת מיקום/גואה Location map India Gujarat תבנית:מפת מיקום/גוג'אראט Location map India Haryana תבנית:מפת מיקום/הריאנה Location map India Jammu and Kashmir תבנית:מפת מיקום/ג'אמו וקשמיר Location map India Jharkhand תבנית:מפת מיקום/ג'הרקאנד Location map India Karnataka תבנית:מפת מיקום/קרנאטקה Location map India Kerala תבנית:מפת מיקום/קרלה Location map India Madhya Pradesh תבנית:מפת מיקום/מאדהיה פראדש Location map India Maharashtra תבנית:מפת מיקום/מהאראשטרה Location map India Manipur תבנית:מפת מיקום/מניפור Location map India Meghalaya תבנית:מפת מיקום/מגהלאיה Location map India Mumbai תבנית:מפת מיקום/מומבאי Location map India Nagaland תבנית:מפת מיקום/נאגאלנד Location map India Orissa תבנית:מפת מיקום/אודישה Location map India Punjab תבנית:מפת מיקום/פנג'אב Location map India Rajasthan תבנית:מפת מיקום/ראג'סטן Location map India Sikkim תבנית:מפת מיקום/סיקים Location map India Tamil Nadu תבנית:מפת מיקום/טאמיל נאדו Location map India Uttar Pradesh תבנית:מפת מיקום/אוטר פראדש Location map India Uttarakhand תבנית:מפת מיקום/אוטראקהאנד Location map India West Bengal תבנית:מפת מיקום/מערב בנגל Location map Indian Ocean תבנית:מפת מיקום/האוקיינוס ההודי Location map Indonesia תבנית:מפת מיקום/אינדונזיה Location map Indonesia Borneo תבנית:מפת מיקום/בורנאו Location map Iran Isfahan תבנית:מפת מיקום/אספהאן Location map Iran Tehran תבנית:מפת מיקום/טהראן Location map Iraq Arbil תבנית:מפת מיקום/ארביל Location map Iraq Mosul תבנית:מפת מיקום/מוסול Location map Iraq Sulaymaniyah תבנית:מפת מיקום/סולימאניה Location map Ireland תבנית:מפת מיקום/אירלנד Location map Ireland Central Dublin תבנית:מפת מיקום/דבלין Location map Isle of Man תבנית:מפת מיקום/האי מאן Location map Israel north haifa תבנית:מפת מיקום/הצפון Location map Italy Abruzzo תבנית:מפת מיקום/אברוצו Location map Italy Aosta Valley תבנית:מפת מיקום/ואל ד'אוסטה Location map Italy Apulia תבנית:מפת מיקום/פוליה Location map Italy Basilicata תבנית:מפת מיקום/בזיליקטה Location map Italy Calabria תבנית:מפת מיקום/קלבריה Location map Italy Campania תבנית:מפת מיקום/קמפניה Location map Italy Emilia-Romagna תבנית:מפת מיקום/אמיליה-רומאניה Location map Italy Friuli-Venezia Giulia תבנית:מפת מיקום/פריולי-ונציה ג'וליה Location map Italy Lazio תבנית:מפת מיקום/לאציו Location map Italy Liguria תבנית:מפת מיקום/ליגוריה Location map Italy Lombardy תבנית:מפת מיקום/לומברדיה Location map Italy Marche תבנית:מפת מיקום/מארקה Location map Italy Milan תבנית:מפת מיקום/מילאנו Location map Italy Molise תבנית:מפת מיקום/מוליזה Location map Italy Piedmont תבנית:מפת מיקום/פיימונטה Location map Italy Rome תבנית:מפת מיקום/רומא Location map Italy Rome Antiquity תבנית:מפת מיקום/העיר העתיקה של רומא Location map Italy Sardinia תבנית:מפת מיקום/סרדיניה Location map Italy Sicily תבנית:מפת מיקום/סיציליה Location map Italy South Tyrol תבנית:מפת מיקום/דרום טירול Location map Italy Trentino-South Tyrol תבנית:מפת מיקום/טרנטינו - אלטו אדיג'ה Location map Italy Tuscany תבנית:מפת מיקום/טוסקנה Location map Italy Umbria תבנית:מפת מיקום/אומבריה Location map Italy Veneto תבנית:מפת מיקום/ונטו Location map Ivory Coast תבנית:מפת מיקום/חוף השנהב Location map Jamaica תבנית:מפת מיקום/ג'מייקה Location map Japan תבנית:מפת מיקום/יפן Location map Japan Akita Prefecture תבנית:מפת מיקום/מחוז אקיטה Location map Japan Aomori Prefecture תבנית:מפת מיקום/מחוז אאומורי Location map Japan Chiba Prefecture תבנית:מפת מיקום/מחוז צ'יבה Location map Japan Fukushima Prefecture תבנית:מפת מיקום/מחוז פוקושימה Location map Japan Gunma Prefecture תבנית:מפת מיקום/מחוז גונמה Location map Japan Hokkaido תבנית:מפת מיקום/הוקאידו Location map Japan Ibaraki Prefecture תבנית:מפת מיקום/מחוז איבראקי Location map Japan Iwate Prefecture תבנית:מפת מיקום/מחוז איווטה Location map Japan Kanagawa Prefecture תבנית:מפת מיקום/מחוז קנאגווה Location map Japan Miyagi Prefecture תבנית:מפת מיקום/מחוז מיאגי Location map Japan Saitama Prefecture תבנית:מפת מיקום/מחוז סאיטאמה Location map Japan Tochigi Prefecture תבנית:מפת מיקום/מחוז טוצ'יגי Location map Japan Tokyo תבנית:מפת מיקום/מחוז טוקיו Location map Japan Yamagata Prefecture תבנית:מפת מיקום/מחוז יאמאגטה Location map Jerusalem תבנית:מפת מיקום/ירושלים Location map Jordan תבנית:מפת מיקום/ירדן Location map Kazakhstan תבנית:מפת מיקום/קזחסטן Location map Kenya תבנית:מפת מיקום/קניה Location map Kiribati תבנית:מפת מיקום/קיריבטי Location map Kosovo תבנית:מפת מיקום/קוסובו Location map Kuwait תבנית:מפת מיקום/כווית Location map Kyrgyzstan תבנית:מפת מיקום/קירגיזסטן Location map Laos תבנית:מפת מיקום/לאוס Location map Latvia תבנית:מפת מיקום/לטביה Location map Latvia Riga תבנית:מפת מיקום/ריגה Location map Lesotho תבנית:מפת מיקום/לסוטו Location map Lesser Antilles תבנית:מפת מיקום/האנטילים הקטנים Location map Liberia תבנית:מפת מיקום/ליבריה Location map Libya תבנית:מפת מיקום/לוב Location map Liechtenstein תבנית:מפת מיקום/ליכטנשטיין Location map Lithuania תבנית:מפת מיקום/ליטא Location map Lithuania Kaunas תבנית:מפת מיקום/קובנה Location map Lithuania Vilnius תבנית:מפת מיקום/וילנה Location map Luxembourg תבנית:מפת מיקום/לוקסמבורג Location map Macau תבנית:מפת מיקום/מקאו Location map Madagascar תבנית:מפת מיקום/מדגסקר Location map Malawi תבנית:מפת מיקום/מלאווי Location map Malaysia תבנית:מפת מיקום/מלזיה Location map Malaysia East תבנית:מפת מיקום/מזרח מלזיה Location map Malaysia Kuala Lumpur תבנית:מפת מיקום/קואלה לומפור Location map Malaysia West תבנית:מפת מיקום/מערב מלזיה Location map Maldives תבנית:מפת מיקום/האיים המלדיביים Location map Mali תבנית:מפת מיקום/מאלי Location map Malta תבנית:מפת מיקום/מלטה Location map Marquesas Islands תבנית:מפת מיקום/איי מרקיז Location map Marshall islands תבנית:מפת מיקום/איי מרשל Location map Martinique תבנית:מפת מיקום/מרטיניק Location map Mauritania תבנית:מפת מיקום/מאוריטניה Location map Mauritius תבנית:מפת מיקום/מאוריציוס Location map Mediterranean תבנית:מפת מיקום/הים התיכון Location map Mexico תבנית:מפת מיקום/מקסיקו Location map Mexico Aguascalientes תבנית:מפת מיקום/אגואסקליינטס Location map Mexico Baja California Sur תבנית:מפת מיקום/באחה קליפורניה הדרומית Location map Mexico Campeche תבנית:מפת מיקום/קמפצ'ה Location map Mexico Chihuahua תבנית:מפת מיקום/צ'יוואווה Location map Mexico Coahuila תבנית:מפת מיקום/קואווילה Location map Mexico Colima תבנית:מפת מיקום/קולימה Location map Mexico Guanajuato תבנית:מפת מיקום/גואנחואטו Location map Mexico Guerrero תבנית:מפת מיקום/גררו Location map Mexico Hidalgo תבנית:מפת מיקום/אידלגו Location map Mexico Jalisco תבנית:מפת מיקום/חליסקו Location map Mexico Mexico City תבנית:מפת מיקום/מקסיקו סיטי Location map Mexico Michoacán תבנית:מפת מיקום/מיצ'ואקאן Location map Mexico Morelos תבנית:מפת מיקום/מורלוס Location map Mexico Nayarit תבנית:מפת מיקום/נאיאריט Location map Mexico Puebla תבנית:מפת מיקום/פואבלה Location map Mexico Quintana Roo תבנית:מפת מיקום/קינטנה רו Location map Mexico San Luis Potosí תבנית:מפת מיקום/סן לואיס פוטוסי Location map Mexico State of Mexico תבנית:מפת מיקום/מדינת מקסיקו Location map Mexico Tabasco תבנית:מפת מיקום/טבסקו Location map Mexico Tlaxcala תבנית:מפת מיקום/טלקסקלה Location map Mexico Veracruz תבנית:מפת מיקום/וראקרוס Location map Mexico Yucatán תבנית:מפת מיקום/יוקטן Location map Middle America תבנית:מפת מיקום/אמריקה המרכזית Location map Moldova תבנית:מפת מיקום/מולדובה Location map Moldova Transnistria תבנית:מפת מיקום/טרנסניסטריה Location map Monaco תבנית:מפת מיקום/מונאקו Location map Mongolia תבנית:מפת מיקום/מונגוליה Location map Montenegro תבנית:מפת מיקום/מונטנגרו Location map Moon תבנית:מפת מיקום/הירח Location map Morocco תבנית:מפת מיקום/מרוקו Location map Mozambique תבנית:מפת מיקום/מוזמביק Location map Myanmar תבנית:מפת מיקום/מיאנמר Location map NDH תבנית:מפת מיקום/המדינה העצמאית של קרואטיה Location map Nagorno-Karabakh Republic תבנית:מפת מיקום/נגורנו קרבאך Location map Namibia תבנית:מפת מיקום/נמיביה Location map Nauru תבנית:מפת מיקום/נאורו Location map Netherlands תבנית:מפת מיקום/הולנד Location map Netherlands Amsterdam תבנית:מפת מיקום/אמסטרדם Location map Netherlands Drenthe תבנית:מפת מיקום/דרנתה Location map Netherlands Flevoland תבנית:מפת מיקום/פלבולנד Location map Netherlands Gelderland תבנית:מפת מיקום/חלדרלנד Location map Netherlands Groningen תבנית:מפת מיקום/מחוז חרונינגן Location map Netherlands North Brabant תבנית:מפת מיקום/צפון בראבנט Location map Netherlands North Holland תבנית:מפת מיקום/צפון הולנד Location map Netherlands South Holland תבנית:מפת מיקום/דרום הולנד Location map Netherlands Utrecht תבנית:מפת מיקום/מחוז אוטרכט Location map New Caledonia תבנית:מפת מיקום/קלדוניה החדשה Location map New Zealand תבנית:מפת מיקום/ניו זילנד Location map Nicaragua תבנית:מפת מיקום/ניקרגואה Location map Niger תבנית:מפת מיקום/ניז'ר Location map Nigeria תבנית:מפת מיקום/ניגריה Location map Niue תבנית:מפת מיקום/ניואה Location map Nordenskiöld Archipelago תבנית:מפת מיקום/ארכיפלג נורדנשלד Location map North America תבנית:מפת מיקום/אמריקה הצפונית Location map North Atlantic תבנית:מפת מיקום/צפון האוקיינוס האטלנטי Location map North Korea תבנית:מפת מיקום/קוריאה הצפונית Location map North Sea תבנית:מפת מיקום/הים הצפוני Location map Norway תבנית:מפת מיקום/נורווגיה Location map Norway Akershus תבנית:מפת מיקום/אקרשהוס Location map Norway Aust-Agder תבנית:מפת מיקום/מזרח אגדר Location map Norway Buskerud תבנית:מפת מיקום/בוסקרוד Location map Norway Finnmark תבנית:מפת מיקום/פינמרק Location map Norway Hedmark תבנית:מפת מיקום/הדמרק Location map Norway Hordaland תבנית:מפת מיקום/הורדלנד Location map Norway Møre og Romsdal תבנית:מפת מיקום/מרה ורומסדל Location map Norway Nord-Trøndelag תבנית:מפת מיקום/צפון טרנדלג Location map Norway Nordland תבנית:מפת מיקום/נורדלנד Location map Norway Oppland תבנית:מפת מיקום/אופלנד Location map Norway Oslo תבנית:מפת מיקום/אוסלו Location map Norway Rogaland תבנית:מפת מיקום/רוגלנד Location map Norway Sogn og Fjordane תבנית:מפת מיקום/סוגן והפיורדים Location map Norway Sør-Trøndelag תבנית:מפת מיקום/דרום טרנדלג Location map Norway Telemark תבנית:מפת מיקום/טלמרק Location map Norway Troms תבנית:מפת מיקום/טרומס Location map Norway Vest-Agder תבנית:מפת מיקום/מערב אגדר Location map Norway Vestfold תבנית:מפת מיקום/וסטפולד Location map Norway Østfold תבנית:מפת מיקום/אסטפולד Location map Oceania תבנית:מפת מיקום/אוקיאניה Location map Oman תבנית:מפת מיקום/עומאן Location map Pacific Ocean תבנית:מפת מיקום/האוקיינוס השקט Location map Palau תבנית:מפת מיקום/פלאו Location map Panama תבנית:מפת מיקום/פנמה Location map Papua New Guinea תבנית:מפת מיקום/פפואה גינאה החדשה Location map Paraguay תבנית:מפת מיקום/פרגוואי Location map Persian Gulf תבנית:מפת מיקום/המפרץ הפרסי Location map Peru תבנית:מפת מיקום/פרו Location map Philadelphia תבנית:מפת מיקום/פילדלפיה Location map Philippines תבנית:מפת מיקום/הפיליפינים Location map Portugal תבנית:מפת מיקום/פורטוגל Location map Portugal Azores תבנית:מפת מיקום/האיים האזוריים Location map Portugal Madeira תבנית:מפת מיקום/מדיירה Location map Qatar תבנית:מפת מיקום/קטר Location map Republic of Macedonia תבנית:מפת מיקום/מקדוניה Location map Republic of the Congo תבנית:מפת מיקום/הרפובליקה של קונגו Location map Romania תבנית:מפת מיקום/רומניה Location map Romania Arges תבנית:מפת מיקום/מחוז ארג'ש Location map Romania Bistrita Nasaud תבנית:מפת מיקום/מחוז ביסטריצה-נסאוד Location map Romania Brasov תבנית:מפת מיקום/מחוז בראשוב Location map Romania Brăila תבנית:מפת מיקום/מחוז בראילה Location map Romania Buzău תבנית:מפת מיקום/מחוז בוזאו Location map Romania Constanta תבנית:מפת מיקום/מחוז קונסטנצה Location map Romania Galati תבנית:מפת מיקום/מחוז גאלאץ Location map Romania Neamt תבנית:מפת מיקום/מחוז נאמץ Location map Russia תבנית:מפת מיקום/רוסיה Location map Russia Adygea תבנית:מפת מיקום/אדיגיה Location map Russia Altai Krai תבנית:מפת מיקום/מחוז אלטאי Location map Russia Altai Republic תבנית:מפת מיקום/רפובליקת אלטאי Location map Russia Amur Oblast תבנית:מפת מיקום/מחוז אמור Location map Russia Arkhangelsk Oblast תבנית:מפת מיקום/מחוז ארכנגלסק Location map Russia Arkhangelsk Oblast 2 תבנית:מפת מיקום/מחוז ארכנגלסק2 Location map Russia Astrakhan Oblast תבנית:מפת מיקום/מחוז אסטרחן Location map Russia Bashkortostan תבנית:מפת מיקום/בשקורטוסטן Location map Russia Belgorod Oblast תבנית:מפת מיקום/מחוז בלגורוד Location map Russia Bryansk Oblast תבנית:מפת מיקום/מחוז בריאנסק Location map Russia Buryatia תבנית:מפת מיקום/בוריאטיה Location map Russia Chechnya תבנית:מפת מיקום/צ'צ'ניה Location map Russia Chelyabinsk Oblast תבנית:מפת מיקום/מחוז צ'ליאבינסק Location map Russia Chukotka Autonomous Okrug תבנית:מפת מיקום/המחוז האוטונומי צ'וקוטקה Location map Russia Chuvashia תבנית:מפת מיקום/צ'ובשיה Location map Russia Dagestan תבנית:מפת מיקום/דאגסטן Location map Russia Ingushetia תבנית:מפת מיקום/אינגושטיה Location map Russia Irkutsk Oblast תבנית:מפת מיקום/מחוז אירקוטסק Location map Russia Ivanovo Oblast תבנית:מפת מיקום/מחוז איוואנובו Location map Russia Jewish Autonomous Oblast תבנית:מפת מיקום/המחוז היהודי האוטונומי Location map Russia Kabardino-Balkaria תבנית:מפת מיקום/קברדינו-בלקריה Location map Russia Kaliningrad Oblast תבנית:מפת מיקום/מחוז קלינינגרד Location map Russia Kalmykia תבנית:מפת מיקום/קלמיקיה Location map Russia Kaluga Oblast תבנית:מפת מיקום/מחוז קלוגה Location map Russia Kamchatka Krai תבנית:מפת מיקום/מחוז קמצ'טקה Location map Russia Karachay-Cherkessia תבנית:מפת מיקום/קאראצ'אי-צ'רקסיה Location map Russia Karelia תבנית:מפת מיקום/קרליה Location map Russia Kemerovo Oblast תבנית:מפת מיקום/מחוז קמרובו Location map Russia Khabarovsk Krai תבנית:מפת מיקום/מחוז חברובסק Location map Russia Khakassia תבנית:מפת מיקום/חקסיה Location map Russia Khanty–Mansi Autonomous Okrug תבנית:מפת מיקום/המחוז האוטונומי חנטי ומנסי Location map Russia Kirov Oblast תבנית:מפת מיקום/קירוב Location map Russia Komi Republic תבנית:מפת מיקום/רפובליקת קומי Location map Russia Kostroma Oblast תבנית:מפת מיקום/מחוז קוסטרומה Location map Russia Krasnodar Krai תבנית:מפת מיקום/מחוז קרסנודאר Location map Russia Krasnoyarsk Krai תבנית:מפת מיקום/מחוז קרסנויארסק Location map Russia Kurgan Oblast תבנית:מפת מיקום/מחוז קורגן Location map Russia Kuril Islands תבנית:מפת מיקום/האיים הקוריליים Location map Russia Kursk Oblast תבנית:מפת מיקום/מחוז קורסק Location map Russia Leningrad Oblast תבנית:מפת מיקום/מחוז לנינגרד Location map Russia Lipetsk Oblast תבנית:מפת מיקום/מחוז ליפצק Location map Russia Magadan Oblast תבנית:מפת מיקום/מחוז מגדן Location map Russia Mari El תבנית:מפת מיקום/מארי אל Location map Russia Mordovia תבנית:מפת מיקום/מורדוביה Location map Russia Moscow תבנית:מפת מיקום/מוסקבה Location map Russia Moscow Oblast תבנית:מפת מיקום/מחוז מוסקבה Location map Russia Murmansk Oblast תבנית:מפת מיקום/מחוז מורמנסק Location map Russia Nenets Autonomous Okrug תבנית:מפת מיקום/המחוז האוטונומי של הניינץ Location map Russia Nizhny Novgorod Oblast תבנית:מפת מיקום/מחוז ניז'ני נובגורוד Location map Russia North Ossetia–Alania תבנית:מפת מיקום/צפון אוסטיה - אלניה Location map Russia Novgorod Oblast תבנית:מפת מיקום/מחוז נובגורוד Location map Russia Novosibirsk Oblast תבנית:מפת מיקום/מחוז נובוסיבירסק Location map Russia Omsk Oblast תבנית:מפת מיקום/מחוז אומסק Location map Russia Orenburg Oblast תבנית:מפת מיקום/מחוז אורנבורג Location map Russia Oryol Oblast תבנית:מפת מיקום/מחוז אוריול Location map Russia Penza Oblast תבנית:מפת מיקום/מחוז פנזה Location map Russia Perm Krai תבנית:מפת מיקום/מחוז פרם Location map Russia Primorsky Krai תבנית:מפת מיקום/מחוז פרימוריה Location map Russia Pskov Oblast תבנית:מפת מיקום/מחוז פסקוב Location map Russia Rostov Oblast תבנית:מפת מיקום/מחוז רוסטוב Location map Russia Ryazan Oblast תבנית:מפת מיקום/מחוז ריאזאן Location map Russia Saint Petersburg תבנית:מפת מיקום/סנקט פטרבורג Location map Russia Sakha Republic תבנית:מפת מיקום/סאחה-יקוטיה Location map Russia Sakhalin Oblast תבנית:מפת מיקום/מחוז סחלין Location map Russia Samara Oblast תבנית:מפת מיקום/מחוז סמרה Location map Russia Saratov Oblast תבנית:מפת מיקום/מחוז סראטוב Location map Russia Smolensk Oblast תבנית:מפת מיקום/מחוז סמולנסק Location map Russia Stavropol Krai תבנית:מפת מיקום/מחוז סטברופול Location map Russia Sverdlovsk Oblast תבנית:מפת מיקום/מחוז סברדלובסק Location map Russia Tambov Oblast תבנית:מפת מיקום/מחוז טמבוב Location map Russia Tatarstan תבנית:מפת מיקום/טטרסטן Location map Russia Tomsk Oblast תבנית:מפת מיקום/מחוז טומסק Location map Russia Tula Oblast תבנית:מפת מיקום/מחוז טולה Location map Russia Tuva Republic תבנית:מפת מיקום/טובה Location map Russia Tver Oblast תבנית:מפת מיקום/מחוז טבר Location map Russia Tyumen Oblast תבנית:מפת מיקום/מחוז טיומן Location map Russia Udmurtia תבנית:מפת מיקום/אודמורטיה Location map Russia Ulyanovsk Oblast תבנית:מפת מיקום/מחוז אוליאנובסק Location map Russia Vladimir Oblast תבנית:מפת מיקום/מחוז ולדימיר Location map Russia Volgograd Oblast תבנית:מפת מיקום/מחוז וולגוגרד Location map Russia Vologda Oblast תבנית:מפת מיקום/מחוז וולוגדה Location map Russia Voronezh Oblast תבנית:מפת מיקום/מחוז וורונז' Location map Russia Yamalo-Nenets Autonomous Okrug תבנית:מפת מיקום/המחוז האוטונומי של ימלו-ננץ Location map Russia Yaroslavl Oblast תבנית:מפת מיקום/מחוז ירוסלבל Location map Russia Zabaykalsky Krai תבנית:מפת מיקום/מחוז עבר הבאיקל Location map Rwanda תבנית:מפת מיקום/רואנדה Location map Réunion תבנית:מפת מיקום/ראוניון Location map Saint Kitts and Nevis תבנית:מפת מיקום/סנט קיטס ונוויס Location map Saint Lucia תבנית:מפת מיקום/סנט לוסיה Location map Saint Pierre and Miquelon תבנית:מפת מיקום/סן פייר ומיקלון Location map Saint Vincent and the Grenadines תבנית:מפת מיקום/סנט וינסנט והגרנדינים Location map Saint-Martin תבנית:מפת מיקום/סן מרטן Location map Samoa תבנית:מפת מיקום/סמואה Location map San Marino תבנית:מפת מיקום/סן מרינו Location map Sao Paulo תבנית:מפת מיקום/סאו פאולו Location map Sao Tome and Principe תבנית:מפת מיקום/סאו טומה ופרינסיפה Location map Saudi Arabia תבנית:מפת מיקום/ערב הסעודית Location map Scandinavia תבנית:מפת מיקום/סקנדינביה Location map Scotland Edinburgh תבנית:מפת מיקום/אדינבורו Location map Scotland Glasgow Central תבנית:מפת מיקום/גלאזגו Location map Senegal תבנית:מפת מיקום/סנגל Location map Serbia תבנית:מפת מיקום/סרביה Location map Seychelles תבנית:מפת מיקום/סיישל Location map Shark Bay תבנית:מפת מיקום/מפרץ הכרישים Location map Sierra Leone תבנית:מפת מיקום/סיירה לאון Location map Singapore תבנית:מפת מיקום/סינגפור Location map Sint Maarten תבנית:מפת מיקום/סנט מארטן Location map Slovakia תבנית:מפת מיקום/סלובקיה Location map Solomon Islands תבנית:מפת מיקום/איי שלמה Location map Somalia תבנית:מפת מיקום/סומליה Location map South Africa תבנית:מפת מיקום/דרום אפריקה Location map South Africa Eastern Cape תבנית:מפת מיקום/הכף המזרחי Location map South Africa Free State תבנית:מפת מיקום/המדינה החופשית Location map South Africa Gauteng תבנית:מפת מיקום/חאוטנג Location map South Africa Gauteng Greater Johannesburg תבנית:מפת מיקום/יוהנסבורג Location map South Africa KwaZulu-Natal תבנית:מפת מיקום/קוואזולו-נטאל Location map South Africa Limpopo תבנית:מפת מיקום/לימפופו Location map South Africa Mpumalanga תבנית:מפת מיקום/מפומלנגה Location map South Africa North West תבנית:מפת מיקום/הפרובינציה הצפון-מערבית Location map South Africa Northern Cape תבנית:מפת מיקום/הכף הצפוני Location map South Africa Western Cape תבנית:מפת מיקום/הכף המערבי Location map South Africa Western Cape Cape Town Central תבנית:מפת מיקום/מרכז קייפטאון Location map South Africa Western Cape Greater Cape Town תבנית:מפת מיקום/קייפטאון Location map South America תבנית:מפת מיקום/אמריקה הדרומית Location map South China Sea תבנית:מפת מיקום/ים סין הדרומי Location map South Georgia תבנית:מפת מיקום/איי ג'ורג'יה הדרומית Location map South Korea תבנית:מפת מיקום/קוריאה הדרומית Location map South Korea Seoul תבנית:מפת מיקום/סיאול Location map South Ossetia תבנית:מפת מיקום/דרום אוסטיה Location map South Shetland Islands תבנית:מפת מיקום/איי שטלנד הדרומיים Location map South Sudan תבנית:מפת מיקום/דרום סודאן Location map Spain Andalusia תבנית:מפת מיקום/אנדלוסיה Location map Spain Aragon תבנית:מפת מיקום/אראגון Location map Spain Asturias תבנית:מפת מיקום/אסטוריאס Location map Spain Balearic Islands תבנית:מפת מיקום/האיים הבלאריים Location map Spain Barcelona תבנית:מפת מיקום/ברצלונה Location map Spain Barcelona municipality תבנית:מפת מיקום/מחוז ברצלונה Location map Spain Basque Country תבנית:מפת מיקום/חבל הבסקים Location map Spain Cantabria תבנית:מפת מיקום/קנטבריה Location map Spain Castile and León תבנית:מפת מיקום/קסטיליה ולאון Location map Spain Castilla-La Mancha תבנית:מפת מיקום/קסטיליה-לה מנצ'ה Location map Spain Catalonia תבנית:מפת מיקום/קטלוניה Location map Spain Community of Madrid תבנית:מפת מיקום/קהילת מדריד Location map Spain Extremadura תבנית:מפת מיקום/אקסטרמדורה Location map Spain Galicia תבנית:מפת מיקום/גליסיה Location map Spain La Rioja תבנית:מפת מיקום/לה ריוחה Location map Spain Madrid תבנית:מפת מיקום/מדריד Location map Spain Murcia תבנית:מפת מיקום/קהילת מורסיה Location map Spain Navarre תבנית:מפת מיקום/נווארה Location map Spain Valencian Community תבנית:מפת מיקום/קהילת ולנסיה 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תבנית:מפת מיקום/סבסטופול Location map/data/Yemen Aden תבנית:מפת מיקום/עדן Location user templates קטגוריה:ויקיפדיה - משתמש - מגורים Location-based service שירות מבוסס מיקום Locations in Greek mythology קטגוריה:מקומות במיתולוגיה היוונית Locations in Mesoamerican mythology קטגוריה:מקומות במיתולוגיה האצטקית Loch לוך Loch Ness לוך נס Loch Ness Monster המפלצת מלוך נס Loch Rannoch לוך רנוך Loch of Stenness לוך סטנס Lochgilphead לוכגילפהד Lochnagar mine מכתש לוכנאגר Lock לוק Lock מנעול Lock תא שיט Locked On נעול Locked Out of Heaven Locked Out of Heaven Locked-in syndrome תסמונת הנעילה Locker לוקר Lockheed A-12 לוקהיד A-12 Lockheed AC-130 לוקהיד AC-130 Lockheed C-130 Hercules לוקהיד C-130 הרקולס Lockheed C-5 Galaxy C-5 גלקסי Lockheed Constellation לוקהיד קונסטליישן Lockheed Corporation לוקהיד קורפוריישן Lockheed F-104 Starfighter F-104 סטארפייטר Lockheed F-117 Nighthawk F-117 נייטהוק Lockheed F-94 Starfire לוקהיד F-94 סטארפייר Lockheed L-1011 TriStar לוקהיד L1011 Lockheed Martin לוקהיד מרטין Lockheed Martin קטגוריה:לוקהיד מרטין Lockheed Martin C-130J Super Hercules לוקהיד מרטין C-130J סופר הרקולס Lockheed Martin F-22 Raptor F-22 ראפטור Lockheed Martin F-35 Lightning II F-35 לייטנינג II Lockheed Martin RQ-170 Sentinel RQ-170 סנטינל Lockheed Martin RQ-3 DarkStar RQ-3 דארקסטאר Lockheed Martin X-44 MANTA X-44 Lockheed Martin X-55 X-55 Lockheed Martin X-56 לוקהיד מרטין X-56 Lockheed Model 18 Lodestar לוקהיד 18 לודסטאר Lockheed P-38 Lightning לוקהיד P-38 לייטנינג Lockheed SR-71 Blackbird לוקהיד SR-71 Lockheed U-2 לוקהיד U-2 Lockheed X-17 X-17 Lockheed X-7 X-7 Lockheed YF-12 לוקהיד YF-12 Lockheed bribery scandals פרשיות שוחד לוקהיד מטוסים Lockout השבתה Lockout נעולים Locks קטגוריה:מנעולים Lockwood West לוקווד וסט Locomotive קטר Locri לוקרי Locrians לוקרים Locrinus לוקרינוס Locro לוקרו Locus לוקוס Locus מקום גאומטרי Locus Award פרס לוקוס Locus of control מקור שליטה Locust ארבה Lod לוד Lod קטגוריה:לוד Lod Air Force Base בסיס חיל האוויר לוד Lod Airport massacre הטבח בנמל התעופה לוד Lod Church of Saint George כנסיית גאורגיוס הקדוש קוטל הדרקון Lod Ganei Aviv Railway Station תחנת הרכבת לוד גני אביב Lod Mosaic Archaeological Center פסיפס לוד Lod Municipal Stadium האצטדיון העירוני לוד Lod Railway Station תחנת הרכבת לוד Lod Valley Regional Council מועצה אזורית עמק לוד Lod Valley Regional Council קטגוריה:מועצה אזורית עמק לוד Lod Valley Regional Council תבנית:מועצה אזורית עמק לוד Lodger Lodger Lodomeria לודומריה Lodovico Ferrari לודוביקו פרארי Lodovico Grossi da Viadana לודוביקו גרוסי דה ויאדאנה Lodovico Guicciardini לודוביקו גוויצ'רדיני Loeb Classical Library Loeb Classical Library Loebner Prize פרס לובנר Loellingite לולינגיט Loesje Loesje Loess לס Loew14/Mode Ani מודה אני Loew14/Yigdal עיקרי האמונה היהודית#העיקרים לפי הרמב"ם Lofsöngur המנון איסלנד Loftus Versfeld Stadium אצטדיון לופטוס וורספלד Log לוג Log עזרה:יומנים Log Cabin Republicans לוג קאבין רפובליקנס Log-normal distribution התפלגות לוג-נורמלית Logan לוגן Logan Henderson לוגן הנדרסון Logan International Airport נמל התעופה הבינלאומי לוגן Logan Lerman לוגאן לרמן Logan Marshall-Green לוגאן מרשל-גרין Logarithm לוגריתם Logarithmic integral function פונקציית האינטגרל הלוגריתמי Logarithmic scale סקאלה לוגריתמית Logarithms קטגוריה:לוגריתמים Loggerhead sea turtle צב ים חום Loggia לוג'יה Logic לוגיקה Logic קטגוריה:לוגיקה Logic Pro Logic Pro Logic gate שער לוגי Logic maze מבוך היגיון Logic programming תכנות לוגי Logic puzzle חידת היגיון Logical NOR NOR לוגי Logical biconditional שקילות Logical block addressing Logical block addressing Logical conjunction וגם Logical connective קשר לוגי Logical connectives תבנית:פעולות בוליאניות Logical disjunction או Logical fallacies קטגוריה:כשלים לוגיים Logical positivism פוזיטיביזם לוגי Logical positivism קטגוריה:פוזיטיביזם לוגי Logical volume management Logical volume management Logicians קטגוריה:לוגיקנים Logistic distribution התפלגות לוגיסטית Logistics לוגיסטיקה Logistics קטגוריה:לוגיסטיקה Logistics Corps חיל הלוגיסטיקה Logistics companies קטגוריה:חברות לוגיסטיקה Logitech Logitech Loglan לוגלאן Logo לוגו Logo TV לוגו LogoMateBinyamin.jpg Image:LogoMateBinyamin.jpg LogoNaorsFriends.jpg תמונה:LogoNaorsFriends.jpg Logocentrism לוגוצנטריות Logogram לוגוגרמה Logone River לוגונה Logorrhea דברת Logos לוגוס Logos קטגוריה:ויקיפדיה - תמונות לוגואים Logosophy לוגוסופיה Logotherapy לוגותרפיה Logothete לוגופט Logroño לוגרוניו Lohamei HaGeta'ot לוחמי הגטאות Lohengrin לוהנגרין Loire לואר Loire 130 לואר 130 Loire Valley עמק הלואר Loire-Atlantique הלואר האטלנטי Lois & Clark: The New Adventures of Superman לויס וקלארק: הרפתקאותיו החדשות של סופרמן Lois Chiles לואיס צ'ילס Lois Frankel לואיס פרנקל Lois Griffin לויס גריפין Lois Gunden לויס גנדן Lois Lane לויס ליין Lois Lowry לויס לאורי Lois Maxwell לואיס מקסוול Lois McMaster Bujold לויס מקמסטר בוז'ולד Loitering שוטטות Loituma Girl תופעת אינטרנט#השיר להעלאת המורל Lojban לוז'באן Lok Sabha לוק סבהה Lokachi לוקאצ'י Loki לוקי Lokomotiv לוקומוטיב Lokomotiv Stadium אצטדיון לוקומוטיב Lokomotiv Yaroslavl לוקומוטיב ירוסלבל Lola לולה Lola Beer Ebner לולה בר אבנר Lola Beltrán לולה בלטראן Lola Flores לולה פלורס Lola Montez לולה מונטז Lola Voss משתמש:Lola Voss Lolcat תופעת אינטרנט#Lolcat Loles León לולס לאון Lolita לוליטה Lolita Morena לוליטה מורנה Lollipop לוליפופ Lollipop סוכרייה על מקל Lolo לולו Lolrik/Userboxes/GenY תבנית:משתמש דור ה-Y Lom לום Lomana LuaLua לומאנה טרסור לואה לואה Lomatium parryi לומטיום פארי Lombard League הליגה הלומברדית Lombardo לומברדו Lombards לומברדים Lombards קטגוריה:לומברדים Lombardy לומברדיה Lombardy קטגוריה:לומברדיה Lombardy Bellagio בלאג'ו Lombardy Crema קרמה Lombardy Lodi לודי Lombardy Magenta מג'נטה Lombardy Soncino סונצ'ינו Lombok Strait מצר לומבוק Lomé לומה Lon Myers לון מאיירס Londinium לונדיניום London לונדון London פורטל:לונדון London קטגוריה:לונדון London '66–'67 London '66-'67 London Academy of Music and Dramatic Art האקדמיה למוזיקה ולאמנויות הדרמה של לונדון London Albert Bridge גשר אלברט London Alexandra Park פארק אלכסנדרה London Aquatics Centre מרכז ספורט המים London Array מערך לונדון London Assembly אספת לונדון London Battle of Britain Monument אנדרטת הקרב על בריטניה London Beer Flood שיטפון הבירה של לונדון London Berwick Street שוק רחוב בריק London Beth Din בית הדין הרבני בלונדון London Biggin Hill Airport ביגין היל London Borough of Barking and Dagenham בארקינג ודאגנהאם London Borough of Barking and Dagenham קטגוריה:בארקינג ודאגנהאם London Borough of Barnet בארנט London Borough of Barnet קטגוריה:בארנט London Borough of Bexley בקסלי London Borough of Bexley קטגוריה:בקסלי London Borough of Brent ברנט London Borough of Brent קטגוריה:ברנט London Borough of Bromley ברומלי London Borough of Bromley קטגוריה:ברומלי London Borough of Camden קטגוריה:קמדן London Borough of Camden קמדן London Borough of Croydon קטגוריה:קרוידון London Borough of Croydon קרוידון London Borough of Ealing אילינג London Borough of Ealing קטגוריה:אילינג London Borough of Enfield אנפילד London Borough of Hackney האקני London Borough of Hackney קטגוריה:האקני London Borough of Hammersmith and Fulham האמרסמית' ופולהאם London Borough of Hammersmith and Fulham קטגוריה:האמרסמית' ופולהאם London Borough of Haringey הארינגיי London Borough of Haringey קטגוריה:הארינגיי London Borough of Harrow הארו London Borough of Havering הברינג London Borough of Hillingdon הילינגדון London Borough of Hounslow האונסלו London Borough of Hounslow קטגוריה:האונסלו London Borough of Islington איזלינגטון London Borough of Islington קטגוריה:איזלינגטון London Borough of Lambeth למבת' London Borough of Lambeth קטגוריה:למבת' London Borough of Lewisham לואישהאם London Borough of Lewisham קטגוריה:לואישהאם London Borough of Merton מרטון London Borough of Merton קטגוריה:מרטון London Borough of Newham ניוהאם London Borough of Redbridge רדברידג' London Borough of Richmond upon Thames קטגוריה:ריצ'מונד שעל התמזה London Borough of Richmond upon Thames ריצ'מונד שעל התמזה London Borough of Southwark סאת'ק London Borough of Southwark קטגוריה:סאת'ק London Borough of Sutton סאטון London Borough of Tower Hamlets טאוור האמלטס London Borough of Tower Hamlets קטגוריה:טאוור האמלטס London Borough of Waltham Forest וולת'אם פורסט London Borough of Wandsworth וונדסוורת' London Borough of Wandsworth קטגוריה:וונדסוורת' London Bridge גשר לונדון London Calling London Calling London Citigroup Centre כיכר קנדה 25 London City Hall בניין עיריית לונדון London Conference of 1832 ועידת לונדון London Constitution Hill דרך קונסטיטושן London County Council מועצת מחוז לונדון London County Hall בניין המחוז London Declaration הצהרת לונדון London Docklands דוקלנדס London Economic Conference ועידת לונדון לכלכלה London Eye לונדון איי London Fields שדות לונדון London Guildhall גילדהול London Has Fallen המטרה: לונדון London Haymarket היימרקט London Hyde Park הייד פארק London Inner Ring Road כביש הטבעת הפנימי של לונדון London King's Cross railway station קינגס קרוס London Little Venice ונציה הקטנה London Mansion House בית האחוזה London Marathon מרתון לונדון London Medical Papyrus פפירוס לונדון הרפואי London Millennium Bridge גשר המילניום London Mithraeum מקדש מיתרס London National Gallery קטגוריה:אוספי הגלריה הלאומית London National Portrait Gallery גלריית הדיוקנאות הלאומית London Natural History Museum המוזיאון להיסטוריה של הטבע London Olympics אולימפיאדת לונדון London Paddington station תחנת הרכבת פדינגטון London Parliament Hill גבעת פרלמנט London Pavilion ביתן לונדון London Philharmonic Orchestra התזמורת הפילהרמונית של לונדון London School of Economics בית הספר לכלכלה של לונדון London Science Museum מוזיאון המדע London Sinfonietta הסינפונייטה של לונדון London Spencer House בית ספנסר London Square כיכר לונדון London St Mary's Hospital בית החולים סנט מרי London Stansted Airport נמל התעופה לונדון סטנסטד London Stock Exchange הבורסה לניירות ערך בלונדון London Strand הסטרנד London Stratford סטרטפורד London Sutton House בית סאטון London Symphony Orchestra התזמורת הסימפונית של לונדון London Temple Bar טמפל בר London The Mall המאל London The Ritz Hotel מלון ריץ London Transport Museum מוזיאון התחבורה של לונדון London Underground הרכבת התחתית של לונדון London Underground קטגוריה:לונדון: הרכבת התחתית London Underground lines קטגוריה:קוי הרכבת התחתית של לונדון London Underground mosquito כולכית מצויה טרדנית London Underground stations קטגוריה:תחנות הרכבת התחתית של לונדון London Victoria Memorial אנדרטת ויקטוריה London Victoria Park פארק ויקטוריה London Victoria station תחנת ויקטוריה London Victory Parade of 1982 מצעד הניצחון בלונדון London Wall חומת לונדון London Wall and its gates קטגוריה:חומת לונדון London Waterloo station תחנת ווטרלו London Wellington Monument אנדרטת ולינגטון London Wimbledon וימבלדון London Zoo גן החיות של לונדון London boroughs קטגוריה:לונדון: רבעים London boroughs רובעי לונדון London congestion charge אגרת גודש בלונדון London deep-level shelters המקלטים העמוקים של לונדון London et Kirschenbaum לונדון את קירשנבאום London history תבנית:ההיסטוריה של לונדון London metro lines תבנית:קו רכבת תחתית/לונדון London orchestras קטגוריה:לונדון: תזמורות London series תבנית:נצרות London sewerage system מערכת הביוב של לונדון London-related templates קטגוריה:תבניות ניווט - לונדון Lone Survivor השורד האחרון Lone pair אלקטרונים בלתי קושרים Lone soldier חייל בודד Lone wolf זאב בודד Loneliness בדידות Lonely Mountain ארבור Lonely Planet לונלי פלאנט Lonesome Crow Lonesome Crow Lonesome Dove יונה בודדה Lonesome George ג'ורג' הבודד Lonesome Town Lonesome Town Long לונג Long Day's Journey into Night מסע ארוך אל תוך הלילה Long Island לונג איילנד Long Island Iced Tea לונג איילנד אייס טי Long Island Music Hall of Fame היכל התהילה של המוזיקה בלונג איילנד Long Live Freedom ויווה לה ליברטה Long Long Long Long Long Long Long Lost משחק מסוכן Long March המצעד הארוך Long March צ'אנג ז'נג Long March 5 צ'אנג ז'נג 5 Long QT syndrome תסמונת QT מוארך Long Range Desert Group קבוצת המדבר ארוכת הטווח Long Thanh International Airport נמל התעופה הבינלאומי לונג טאן Long Turkish War המלחמה הארוכה Long Walls חומות ארוכות Long interspersed nuclear element LINE Long jump קפיצה לרוחק Long non-coding RNA LncRNA Long s S ארוכה Long tail הזנב הארוך Long terminal repeat LTR Long-Term Capital Management לונג טרם קפיטל מנג'מנט Long-beaked common dolphin דולפין מצוי ארוך חוטם Long-beaked echidna קיפודן חרטומני Long-crested eagle עיט גדול-ציצית Long-distance runners קטגוריה:רצים למרחקים ארוכים Long-eared hedgehog קיפוד חולות מצוי Long-eared owl ינשוף עצים Long-fingered bat נשפון גדות Long-finned pilot whale נתב גדול סנפיר Long-jawed orb weaver פגיוניים Long-legged buzzard עקב עיטי Long-nosed mongoose נמייה ארוכת-אף Long-snouted bat זיזף ארך חוטם Long-tailed duck ברווז קרח Long-tailed goral גוראל אמור Long-tailed hawk נץ ארך-זנב Long-tailed jaeger חמסן זנבתן Long-tailed pangolin פנגולין עצים גדול Long-tailed paradise whydah אלמנה עדנית Long-tailed weasel סמור ארך זנב Long-term memory זיכרון לטווח ארוך Long-term video-EEG monitoring ניטור וידאו EEG Longan לונגן Longbow קשת ארוכה Longbow T-76 T-76 Longbow Longcomb sawfish מסורן ירוק Longer & Uncut South Park: Bigger סאות' פארק - הסרט Longest path problem בעיית המסלול הארוך ביותר Longest rivers of the United Kingdom בריטניה הגדולה#נהרות Longevity גיל#אריכות ימים Longhorn beetle יקרוניתיים Longinus לונגינוס Longitude קו אורך Longitudinal wave גל אורך Longline fishing מערך חכות Longmen Grottoes מערות לונגמן Longo לונגו Longshot לונגשוט Longview Longview Longy School of Music of Bard College בית ספר לונגי למוזיקה Longyearbyen לונגיירבין Loni Anderson לוני אנדרסון Lonicera etrusca יערה איטלקית Lonicera japonica יערה יפנית Lontra לוטרת נהר Loo לו Loof לוף Look לוק Look Who's Talking תראו מי מדבר Look Who's Talking Now תראו מי מדבר עכשיו Look Who's Talking Too תראו מי מדברת Look at the Fool Look at the Fool Look-and-say sequence סדרת קונוויי Looking Looking Looking for Alaska מחפשים את אלסקה Looking for Alibrandi מחפשים את אליברנדי Looking for Moshe Guez לאן נעלם משה גז Loom האורגים Loom נול Loon לון Looney Tunes לוני טונס Looney Tunes קטגוריה:לוני טונס Looney Tunes characters קטגוריה:דמויות לוני טונס Looney Tunes movies תבנית:סרטי לוני טונס Looney Tunes: Back in Action לוני טונס: חוזרים לאקשן Loop לופ Loop diuretic משתן לולאה Loop of Henle לולאת הנלה Loop quantum gravity כבידה קוונטית לולאתית Loopback לולאה חוזרת Looper לופר Loops and Reels Loops and Reels Loose Loose Loose Change 9/11 ההבדל הקטן Looting ביזה Lop Nur לופ נור Lopadotemachoselachogaleokranioleipsanodrimhypotrimmatosilphioparaomelitokatakechymenokichlepikossyphophattoperisteralektryonoptekephalliokigklopeleiolagoiosiraiobaphetraganopterygon לופאדוטמאכוס...פטריגון Lope de Vega לופה דה וגה Loperamide לופראמיד Lopez לופז Lophotis חובה מצוייצת Lophotrochozoa לופוטרוכוזואה Lopolith לופולית Loquat שסק Lorain לורן Loranthaceae הרנוגיים Loranthus הרנוג השיטים Loratadine לוראטדין Lorazepam לוראזפאם Lorca Lorca Lord לורד Lord Alfred Douglas אלפרד דאגלס Lord Arthur Savile's Crime and Other Stories פשעו של לורד ארתור סאביל Lord Byron לורד ביירון Lord Chancellor לורד צ'נסלור Lord Chancellors קטגוריה:לורד צ'נסלורים Lord Darnley Henry Stuart לורד דרנלי הנרי סטיוארט Lord Farquaad לורד פרקווד Lord Finesse לורד פינס Lord George Hamilton ג'ורג' המילטון Lord High Treasurer הלורד הראשון של האוצר Lord High Treasurers קטגוריה:הלורד הראשון של האוצר Lord Howe Island אי הלורד האו Lord Kitchener Wants You לורד קיצ'נר רוצה אותך Lord Mayor of London הלורד ראש העיר של לונדון Lord Mayors of London קטגוריה:הלורד ראש העיר של לונדון Lord North Frederick North פרדריק נורת' Lord President of the Council הלורד נשיא המועצה Lord Privy Seal הלורד שומר החותם Lord Protector לורד פרוטקטור Lord Randall לורד רנדל Lord Randolph Churchill רנדולף צ'רצ'יל Lord Soth לורד סות' Lord Speaker הלורד יושב הראש Lord Tennyson Alfred אלפרד טניסון Lord Vetinari האבלוק וטינרי Lord Voldemort לורד וולדמורט Lord Warden of the Cinque Ports לורד חמשת הנמלים Lord of Chaos אדון הכאוס Lord of Coucy Enguerrand VII אנגרן השביעי Lord of Light אדון האור Lord of Tyre Philip of Montfort פיליפ ממונפורט Lord of War שר המלחמה Lord of the Dance לורד אוף דה דאנס Lord of the Flies בעל זבוב Lord of the Mercians Æthelred מלך מרסיה אתלרד השני Lord's Cricket Ground מגרש הקריקט לורדס Lord's Prayer תפילת האדון Lord's Resistance Army צבא ההתנגדות של האל Lorde לורד Lordi לורדי Lords Commissioners of the Admiralty הלורד הראשון של האדמירליות Lords Spiritual חוק הלורדים הרוחניים Lords Spiritual לורדים רוחניים Lords Temporal לורדים חילוניים Lords and Ladies Lords and Ladies Loreen לורן Loreena McKennitt לורינה מק'קניט Lorelei לורליי Lorem ipsum לורם איפסום Loren Carpenter לורן קרפנטר Lorentz Medal מדליית לורנץ Lorentz National Park הפארק הלאומי לורנץ Lorentz factor פקטור לורנץ Lorentz force כוח לורנץ Lorentz transformation טרנספורמציות לורנץ Lorenz לורנץ Lorenz Böhler לורנץ בהלר Lorenz Hart לורנץ הארט Lorenz curve עקומת לורנץ Lorenzen Wright לורנזן רייט Lorenzo Buffon לורנצו בופון Lorenzo Da Ponte לורנצו דה פונטה Lorenzo Gafà לורנצו גאפה Lorenzo Ghiberti לורנצו גיברטי Lorenzo Insigne לורנצו אינסינייה Lorenzo Lotto לורנצו לוטו Lorenzo Mascheroni לורנצו מסקרוני Lorenzo Melgarejo לורנסו מלגארחו Lorenzo Perrone לורנצו פרונה Lorenzo Serra Ferrer לורנס סרה פרר Lorenzo Tiepolo לורנצו טייפולו Lorenzo Valla לורנצו ואלה Lorenzo de' Medici לורנצו דה מדיצ'י Lorenzo's Oil השמן של לורנצו Lorestan Province לורסתאן Loretta Lynch לורטה לינץ' Loretta Lynn לורטה לין Loretta Swit לורטה סוויט Loretta Young לורטה יאנג Lori Loughlin לורי לוקלין Lori Singer לורי סינגר Lorie לורי Lorien Legacies בני לוריאן Lories and lorikeets לוריים Lorik Cana לוריק צאנה Lorimar Television לורימר Lorin Maazel לורין מאזל Lorini קטגוריה:לוריים Loris Karius לוריס קאריוס Lorisidae לוריסיים Lorisoidea לוריסים Lorius לורי Lorna Patterson לורנה פטרסון Lorna Wing לורנה וינג Loropéni הריסות לורופני Lorraine לוריין Lorraine לורן Lorraine קטגוריה:לורן Lorraine Bracco לוריין בראקו Lorraine Crapp לוריין קראפ Los Alamos National Laboratory המעבדה הלאומית לוס אלמוס Los Angeles לוס אנג'לס Los Angeles Angels of Anaheim לוס אנג'לס איינג'לס מאנהיים Los Angeles Bel Air בל אייר Los Angeles Chamber Orchestra התזמורת הקאמרית של לוס אנג'לס Los Angeles City Hall בניין העירייה של לוס אנג'לס Los Angeles Clippers לוס אנג'לס קליפרס Los Angeles Clippers head coaches קטגוריה:מאמני לוס אנג'לס קליפרס Los Angeles Clippers players קטגוריה:כדורסלני לוס אנג'לס קליפרס Los Angeles Convention Center מרכז הכנסים של לוס אנג'לס Los Angeles Dodgers לוס אנג'לס דודג'רס Los Angeles International Airport נמל התעופה הבינלאומי של לוס אנג'לס Los Angeles Kings לוס אנג'לס קינגס Los Angeles Lakers לוס אנג'לס לייקרס Los Angeles Lakers head coaches קטגוריה:מאמני לוס אנג'לס לייקרס Los Angeles Lakers players קטגוריה:כדורסלני לוס אנג'לס לייקרס Los Angeles Master Chorale מקהלת האמנים של לוס אנג'לס Los Angeles Memorial Coliseum לוס אנג'לס ממוריאל קוליסיאום Los Angeles Museum of the Holocaust מוזיאון השואה בלוס אנג'לס Los Angeles Music Center מרכז המוזיקה של לוס אנג'לס Los Angeles Olympics אולימפיאדת לוס אנג'לס Los Angeles Philharmonic התזמורת הפילהרמונית של לוס אנג'לס Los Angeles Police Department משטרת לוס אנג'לס Los Angeles Rams לוס אנג'לס ראמס Los Angeles Sparks לוס אנג'לס ספארקס Los Angeles Sparks players קטגוריה:כדורסלניות לוס אנג'לס ספארקס Los Angeles Times לוס אנג'לס טיימס Los Angeles University of California אוניברסיטת קליפורניה בלוס אנג'לס Los Angeles University of California קטגוריה:אוניברסיטת קליפורניה בלוס אנג'לס Los Angeles faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בלוס אנג'לס Los Bandoleros לוס בנדולרוס Los Barrios לוס בריוס Los Cabos Municipality לוס קאבוס Los Glaciares National Park הפארק הלאומי לוס גלסיירס Los Katíos National Park הפארק הלאומי לוס קטיוס Los Lagos Region לוס לאגוס Los Lagos Region קטגוריה:לוס לאגוס Los Llanos לוס יאנוס Los Mochis לוס מוצ'יס Los Ríos Region לוס ריוס Los Ríos Region קטגוריה:לוס ריוס Los Van Van לוס ואן ואן Los Zetas לוס סטאס Losartan לוסרטן Lose Control Lose Control Losing My Religion Losing My Religion Loss aversion שנאת הפסד Loss given default LGD Loss leader לוס לידר Loss of heterozygosity אובדן הטרוזיגוטיות Lossy compression דחיסה מאבדת נתונים Lost אבודים Lost ספר:אבודים Lost קטגוריה:אבודים Lost Decade העשור האבוד Lost Generation הדור האבוד Lost Girls ילדות אבודות Lost Horizon לוסט הורייזון Lost Islands איים אבודים Lost Paradise Lost Paradise Lost and Found לוסט אנד פאונד Lost for Words Lost For Words Lost in Translation אבודים בטוקיו Lost in a Good Book פרשת ג'יין אייר Lost in the Stars אבוד בין כוכבים Lost work חיבור אבוד Lost works קטגוריה:יצירות אבודות Lost! Lost! Lostprophets לוסטפרופטס Lostprophets Rooftops cd cover.jpg קובץ:Lostprophets Rooftops 22 cover.jpg Lot לוט Lot's daughters בנות לוט Lot's wife אשת לוט Lot-et-Garonne לוט וגארון Lotan לוטן Lotem לוטם Lotem Zino לוטם זינו Lotfi Mansouri לוטפי מנסורי Lotfia ElNadi לוטפיה אלנאדי Lothair of France מלך צרפת לותר Lothar Collatz לותר קולץ Lothar Emmerich לותר אמריך Lothar Kobluhn לותר קובלון Lothar Matthäus לותר מתאוס Lothar Rendulic לותר רנדוליץ Lothar Zagrosek לותאר זגרושק Lothar von Arnauld de la Perière לותאר פון ארנו דה לה פרייר Lothlórien לות'לוריין Loti לוטי Loti Kobalia לותי כובליה Lotka–Volterra equations משוואות לוטקה-וולטרה Lotta Schelin לוטה שלין Lotte Friis לוטה פריס Lotte Lehmann לוטה להמן Lotte Lenya לוטה לניה Lotte Reiniger לוטה רייניגר Lotte in Weimar: The Beloved Returns לוטה בוויימאר Lottery לוטו Lottery games קטגוריה:מפעלי הגרלות Lottie Dod לוטי דוד Lottie and Lisa אורה הכפולה Lotto Weekend Miljonairs מי רוצה להיות מיליונר? Lotus Lotus Lotus לוטוס Lotus 1-2-3 לוטוס 1-2-3 Lotus Temple בית התפילה הבהאי בדלהי Lotus effect תוצא לוטוס Lotus position תנוחת לוטוס Lotus-eaters אוכלי הלוטוס Lotz Cisterns בורות לוץ Lou Andreas-Salomé לו אנדריאס-סלומה Lou Diamond Phillips לו דיאמונד פיליפס Lou Donaldson לו דונלדסון Lou Ferrigno לו פריגנו Lou Gehrig לו גריג Lou Henry Hoover לו הובר Lou Lenart לו לנרט Lou Marinoff לו מרינוף Lou Reed לו ריד Lou Reed albums קטגוריה:אלבומי לו ריד Lou Silver לו סילבר Lou Williams לואיס ויליאמס Louane Emera לואן אמרה Loud Loud Loud Tour Loud Tour Louder Louder Loudovikos Armansperg יוזף לודוויג פון ארמנספרג Loudspeaker רמקול Lough Neagh לוך ניי Louie לואי Louis Agassiz לואי אגאסי Louis Althusser לואי אלתוסר Louis Antoine Fauvelet de Bourrienne לואי אנטואן פובלה דה בוריין Louis Antoine de Saint-Just לואי דה סן-ז'וסט Louis Aragon לואי אראגון Louis Armstrong לואי ארמסטרונג Louis Auguste Blanqui לואי אוגוסט בלאנקי Louis Bachelier לואי בשלייה Louis Barthou לואי בארטו Louis Bloomfield לואיס בלומפילד Louis Blériot לואי בלריו Louis Bols לואי ג'ין בולס Louis Botha לואי בותה Louis Braille לואי ברייל Louis Brandeis לואי דמביץ ברנדייס Louis Bullock לואיס בולוק Louis C.K. לואי סי. קיי. Louis Cahuzac לואי קהוזאק Louis Calhern לואיס קלהרן Louis Chevrolet לואי שברולה Louis Clarke לואיס קלארק Louis Comfort Tiffany לואיס קומפורט טיפאני Louis Daguerre לואי ז'אק מנדה דאגר Louis Danto לואי דנטו Louis Darquier de Pellepoix לואי דרקייה דה פלפואה Louis Diémer לואי דיאמר Louis Durey לואי דורה Louis Eisenberg לואיס אייזנברג Louis Farrakhan לואיס פרחאן Louis Finkelstein לואי פינקלסטיין Louis Fischer לואי פישר Louis Franchet d'Espèrey לואי פראנשה ד'אספרה Louis Frémaux לואי פרמו Louis Félicien de Saulcy פליסיאן דה סוסי Louis Garrel לואי גארל Louis Ginzberg לוי גינצבורג Louis Gossett Jr. לואיס גוסט ג'וניור Louis Guttman לואי גוטמן Louis Henyey לואיס הניי Louis Horst לואיס הורסט Louis I לואי הראשון Louis I of Hungary מלך הונגריה לאיוש הראשון Louis II לואי השני Louis III of France מלך צרפת לואי השלישי Louis IV לואי הרביעי Louis IV of France מלך צרפת לואי הרביעי Louis IX of France מלך צרפת לואי התשיעי Louis Ignarro לואיס איגנרו Louis Isaac Rabinowitz לואיס יצחק רבינוביץ Louis Jacobs לואיס ג'ייקובס Louis Jolliet לואי ז'ולייה Louis Jourdan לואי ז'ורדאן Louis Jouvet לואי ז'ובה Louis Kahn לואיס קאן Louis Krasner לואיס קראסנר Louis L'Amour לואיס ל'אמור Louis Laguerre לואי לגר Louis Le Vau לואי לה וו Louis Leakey לואיס ליקי Louis Lewandowski לואי לבנדובסקי Louis Lowery לואיס לווארי Louis Marchand לואי מרשאן Louis Marshall לואי מרשל Louis Mayer לואיס מאייר Louis McLane לואיס מקליין Louis Mordell לואי מורדל Louis Nicolas Vauquelin לואי-ניקולה ווקלן Louis Outhier לואי אוטייה Louis Pasteur לואי פסטר Louis Paulsen לואיס פאולסן Louis Philippe I מלך הצרפתים לואי פיליפ Louis Pilot לואי פילו Louis Renault לואי רנו Louis Sachar לואיס סאקר Louis Saha לואיס סאהה Louis Saladin לואי סלדאן Louis Schaub לואיס שאוב Louis Spohr לואי שפור Louis St. Laurent לואי סן-לורן Louis Sullivan לואיס סאליבן Louis Theroux לואי ת'רו Louis V of France מלך צרפת לואי החמישי Louis VI of France מלך צרפת לואי השישי Louis VII of France מלך צרפת לואי השביעי Louis VIII of France מלך צרפת לואי השמיני Louis Vierne לואי ויירן Louis Vuitton לואי ויטון Louis X of France מלך צרפת לואי העשירי Louis XI of France מלך צרפת לואי האחד עשר Louis XII of France מלך צרפת לואי השנים עשר Louis XIII de Rémy Martin לואי ה-13 של רמי מרטן Louis XIII of France מלך צרפת לואי השלושה עשר Louis XIV of France מלך צרפת לואי הארבעה עשר Louis XV of France מלך צרפת לואי החמישה עשר Louis XVI of France מלך צרפת לואי השישה עשר Louis XVII of France מלך צרפת לואי השבעה עשר Louis XVIII of France מלך צרפת לואי השמונה עשר Louis Zamperini לואי זמפריני Louis de Broglie לואי דה ברויי Louis de Funès לואי דה פינס Louis the German לודוויג הגרמני Louis the Pious לואי החסיד Louis the Stammerer מלך צרפת לואי השני Louis van Gaal לואי ואן חאל Louis van Vliet לואיס ון וליט Louis-Charles Mahé de La Bourdonnais לואי שארל דה לה בורדונה Louis-Christophe Zaleski-Zamenhof לואי-כריסטוף זלסקי-זמנהוף Louis-Claude Daquin לואי קלוד דאקן Louis-Ferdinand Céline לואי פרדינאן סלין Louis-François de Boufflers דוכס בופלר לואי פרנסואה Louis-Joseph de Montcalm לואי ז'וזף דה מונקאלם Louis-Lucien Klotz לואי-לוסיאן קלוץ Louis-Léopold Boilly לואי-לאופולד בואיי Louis-Marie-Joseph Maximilian Caffarelli du Falga לואי מארי דה קאפארלי Louis-Nicolas Davout לואי ניקולא דאבו Louis-Nicolas Robert לואי-ניקולא רובר Louis-Sébastien Mercier לואי-סבסטיאן מרסייה Louis-Émile Bertin לואי-אמיל ברטן Louisa Adams לואיזה אדמס Louisa May Alcott לואיזה מיי אלקוט Louise לואיז Louise Bourgeois לואיז בורז'ואה Louise Brough לואיז ברוף Louise Brown הפריה חוץ-גופית#היסטוריה Louise Fletcher לואיז פלטשר Louise Glück לואיז גליק Louise Labé לואיז לבה Louise Leakey לואיז ליקי Louise Mountbatten נסיכת באטנברג לואיז Louise Richardson לואיז ריצ'רדסון Louise Ritter לואיז ריטר Louise de La Vallière לואיז דה לוואלייר Louise of Great Britain נסיכת בריטניה לואיז Louise of Savoy נסיכת סבויה לואיז Louise Élisabeth Vigée Le Brun אליזבט ויז'ה-לה ברן Louisiade Archipelago ארכיפלג לואיסיאד Louisiana לואיזיאנה Louisiana לואיזיאנה הצרפתית Louisiana קטגוריה:לואיזיאנה Louisiana Baton Rouge באטון רוז' Louisiana Lafayette לפאייט Louisiana Maneuvers תימרוני לואיזיאנה Louisiana Monroe מונרו Louisiana New Iberia ניו איבריה Louisiana New Orleans קטגוריה:ניו אורלינס Louisiana Purchase רכישת לואיזיאנה Louisiana Shreveport שריבפורט Louisiana Story סיפור לואיזיאנה Louisville Cardinals men's basketball players קטגוריה:כדורסלני אוניברסיטת לואיוויל Loukas Vyntra לוקאס וינטרה Loupe זכוכית מגדלת Lourdes לורד Louse כינים Louvre מוזיאון הלובר Louvre קטגוריה:הלובר Louvre Pyramid פירמידת מוזיאון הלובר Lovage לאושטיאן Love LOVE Love אהבה Love לאב Love קטגוריה:אהבה Love & Dance סיפור חצי רוסי Love Actually אהבה זה כל הסיפור Love Album Cover.jpeg תמונה:Love Love Beach Love Beach Love Devotion Surrender Love Devotion Surrender Love Generation Love Generation Love Inventory רשימת אהבה Love Is a Many-Splendored Thing גבעת האהבה Love Life חיי אהבה Love Lockdown Love Lockdown Love Me Do Love Me Do Love Me Harder Love Me Harder Love Me If You Dare נראה אותך אוהב Love Never Dies האהבה לעולם לא מתה Love Shine a Light Love Shine a Light Love Songs Love Songs Love Story סיפור אהבה Love Tension Love Tension Love You To Love You To Love and lust deities קטגוריה:אלילי אהבה Love and lust goddesses קטגוריה:אלות אהבה Love and lust gods קטגוריה:אלי אהבה Love at First Sting Love at First Sting Love hotel מלון אהבה Love in Thoughts אהבה במחשבה Love in the Afternoon אהבה אחרי הצהריים Love in the Time of Cholera אהבה בימי כולרה Love letter מכתב אהבה Love lock מנעול אהבה Love of God אהבת ה' Love of My Life Love of My Life Love on Top Love on Top Love on the Run אהבה במנוסה Love over Gold Love Over Gold Love the Way You Lie Love the Way You Lie Love triangle משולש אהבה Love's Labour's Lost עמל אהבה לשווא Love. Angel. Music. Baby. Love. Angel. Music. Baby. Love? Love? LoveGame LoveGame Lovebird הבני Lovech לובץ' Lovech Province לובץ' Loveeeeeee Song Loveeeeeee Song Lovely Lovely Lovelyz Lovelyz Loveppears LOVEppears Lovers of Teruel האוהבים מטרואל Loveship Hateship שנאה ומה שביניהן אהבה Lovesick on Nana Street חולה אהבה בשיכון ג' Lovesick66/sandbox סטפנו די ג'ובאני Lovespoon כף אהבה Loving kit מסלניצה Lovro von Matačić לוברו פון מאטאצ'יץ' Lovász local lemma למת המקומיות של לובאס Low Low Low לואו Low Countries ארצות השפלה Low Earth orbit מסלול לווייני נמוך Low Franconian languages קטגוריה:שפות פרנקוניות תחתיות Low German גרמנית תחתית Low back pain מתנת Low birth weight משקל לידה נמוך Low fidelity מוזיקת לו-פיי Low intensity conflict לחימה בעצימות נמוכה Low island אי נמוך Low kick בעיטה נמוכה Low level laser therapy תרפיה בלייזר רך Low molecular weight heparin הפארין Low vision assessment לקות ראייה Low-cost airlines קטגוריה:חברות תעופה זולה Low-cost carrier חברת תעופה זולה Low-density parity-check code קוד LDPC Low-emission zone אזור מופחת פליטות Low-floor bus אוטובוס נמוך-רצפה Low-frequency oscillation LFO Low-level programming language שפת תכנות Low-level Low-noise amplifier מגבר רעש נמוך Low-noise block downconverter מגבר LNB Low-pressure area שקע ברומטרי Lowell לוול Lowell High School תיכון לוואל Lowell Mason לוול מייסון Lowell Observatory מצפה הכוכבים לוול Lowell Thomas לואל תומאס Lowenstein לוינשטיין Lower Austria אוסטריה תחתית Lower Austria קטגוריה:אוסטריה תחתית Lower Colorado River Valley עמק נהר הקולורדו התחתון Lower East Side לואר איסט סייד Lower East Side קטגוריה:לואר איסט סייד Lower Egypt מצרים התחתונה Lower Galilee הגליל התחתון Lower Galilee Regional Council מועצה אזורית הגליל התחתון Lower Galilee Regional Council קטגוריה:מועצה אזורית הגליל התחתון Lower Galilee Regional Council תבנית:מועצה אזורית הגליל התחתון Lower Grindelwald Glacier גרינדלוולד התחתון Lower Manhattan מנהטן תחתית Lower Matecumbe Key קי מטקומבה התחתון Lower New York Bay מפרץ ניו יורק התחתון Lower Normandy נורמנדי תחתית Lower Normandy קטגוריה:נורמנדי תחתית Lower Saxony סקסוניה התחתונה Lower Saxony קטגוריה:סקסוניה התחתונה Lower Saxony Dahlem דאהלם Lower Silesian Voivodeship שלזיה תחתית Lower Silesian Voivodeship תבנית:שלזיה תחתית Lower gastrointestinal bleeding דימום מדרכי העיכול התחתונות Lower house בית תחתון Lower limb anatomy קטגוריה:גפיים תחתונות Lower limit topology הישר של סורגנפריי Lower risk סיכון נמוך Lowest common denominator מכנה משותף Lowland paca פקת השפלה Lowry לורי Lox לקס Loxocemidae פיתון מקסיקני Loyal to the Game Loyal to the Game Loyalist לויאליסטים Loyalty program מועדון לקוחות Loyset Compère לואזה קומפר Lozisht לוז'ישט Lozova לוזובה Lozère לוזר Lozère Mende מנד Loïc Nottet לואיק נוטה Loïc Rémy לואיק רמי Lp space מרחב Lp Ls Ls Lu Lu Lu Parker לו פארקר Lu Xun לו שון Lua ויקיפדיה:לואה Lua לואה Lualaba River לואלבה Luanda לואנדה Luang Prabang לואנג פרבאנג Lubaczów לובאצ'וב Lubango לובנגו Lubartów לוברטוב Lubartów County Kamionka קמיונקה Lubań לובן Lubcha לובצ'ה Lubich לוביץ' Lubin לובין Lubiniezky לוביניצקי Lublin לובלין Lublin קטגוריה:לובלין Lublin Ghetto גטו לובלין Lublin Reservation תוכנית לובלין Lublin Voivodeship לובלין Lublin Voivodeship קטגוריה:לובלין Lublin Voivodeship Baranów ברנוב Lublin Voivodeship Biskupice ביסקופיצה Lublin Voivodeship Bobrowniki בוברובניקי Lublin Voivodeship Goraj גוריי Lublin Voivodeship Konstantynów קונסטנטינוב Lublin Voivodeship Michów מיחוב Lublin Voivodeship Rejowiec ריובייץ Lublin Voivodeship Sawin סאווין Lublin Voivodeship Sosnowica סוסנוביצה Lublin Voivodeship Wojsławice וויסלוויצה Lublin Voivodeship Wąwolnica וונבולניצה Lublin Voivodeship Zakrzówek זקז'ובק Lublin Voivodeship Żółkiewka ז'ולקייבקה Lubna Azabal לובנה אזאבל Lubny לובני Luboš Sluka לובוש סלוקה Lubraniec לובראנייץ Lubricant חומר סיכה Lubrication קטגוריה:סיכה Lubumbashi לובומבאשי Lubusz Voivodeship לובוש Lubusz Voivodeship קטגוריה:לובוש Lubya לוביה Lubyanka Building לוביאנקה Lubycza Królewska לוביצ'ה קרולבסקה Luc Besson לוק בסון Luc Besson תבנית:סרטי לוק בסון Luc Ferry לוק פרי Luc Illusie לוק אילוזי Luc Mbah a Moute לוק בא א מוטה Luc Montagnier לוק מונטנייה Luc Nilis לוק ניליס Luca Marenzio לוקה מארנציו Luca Pacioli לוקה פאצ'ולי Luca Signorelli לוקה סיניורלי Luca Toni לוקה טוני Luca Turilli לוקה טורילי Luca della Robbia לוקה דלה רוביה Lucan מרקוס אנאוס לוקאנוס Lucani לוקאנים Lucania לוקאניה Lucanus cervus איילית Lucas לוקאס Lucas Barrios לוקאס באריוס Lucas Biglia לוקאס ביגליה Lucas Cranach the Elder לוקאס קראנאך האב Lucas Digne לוקא דין Lucas Leiva לוקאס לייבה Lucas Licht לוקאס ליכט Lucas Moura לוקאס מורה Lucas Neill לוקאס ניל Lucas Papademos לוקאס פפדמוס Lucas Radebe לוקאס ראדבה Lucas Romero לוקאס רומרו Lucas Sasha לוקאס סאשה Lucas Silva לוקאס סילבה Lucas Till לוקאס טיל Lucas Viatri לוקאס ויאטרי Lucas Vázquez לוקאס ואסקס Lucas critique הביקורת של לוקאס Lucas number סדרת לוקאס Lucas primality test מבחן לוקאס-להמר Lucas sequence סדרת לוקאס Lucas van Leyden לוקאס ואן ליידן LucasArts לוקאס ארטס Lucasfilm לוקאס פילם Lucas–Lehmer primality test מבחן לוקאס-להמר למספרי מרסן Lucca לוקה Lucca Conference ועידת לוקה Lucceius Albinus לוקיוס אלבינוס Luce Irigaray לוס איריגארי Lucerne לוצרן Lucerne קטגוריה:לוצרן Lucero לוסרו Lucette Lagnado לוסט לניאדו Luchino Visconti לוקינו ויסקונטי Lucho Gatica לוצ'ו גטיקה Lucho González לואיס גונסאלס Luci Baines Johnson לוסי באיינס ג'ונסון Lucia Black/Ghost in the Shell Ghost in the Shell Lucian לוקיאנוס מסאמוסאטה Lucian Bebchuk אריה בבצ'וק Lucian Blaga לוצ'יאן בלאגה Lucian Freud לוסיאן פרויד Lucian Truscott לוסיאן טראסקוט Luciana Berger לוסיאנה ברגר Luciana Paluzzi לוצ'אנה פלוצי Luciana Souza לוסיאנה סואוזה Luciano Berio לוצ'אנו בריו Luciano Castro לוסיאנו קסטרו Luciano Corrêa לוסיאנו קוראה Luciano De Bruno לוסיאנו דה ברונו Luciano Pavarotti לוצ'אנו פבארוטי Luciano Portolano לוצ'אנו פורטולנו Luciano Spalletti לוצ'אנו ספאלטי Luciano Vietto לוסיאנו וייטו Lucid dream חלימה מודעת Lucie Arnaz לוסי ארנז Lucie Šafářová לוציה שפרובה Lucien Bonaparte לוסיאן בונפרטה Lucien Febvre לוסיאן פבר Lucifer לוציפר Lucifer Sam Lucifer Sam Lucifer's Hammer פטיש השטן Luciferase לוציפראז Lucilio Vanini לוצ'יליו ואניני Lucilius Bassus סקסטוס לוקיליוס באסוס Lucilius Junior לוקיליוס הצעיר Lucille Ball לוסיל בול Lucille Clifton לוסיל קליפטון Lucinda Williams לוסינדה ויליאמס Lucio Fontana לוצ'יו פונטנה Lucio Gutiérrez לוסיו גוטיירס Lucius Aemilius Paullus לוקיוס אמיליוס פאולוס Lucius Aemilius Paullus Macedonicus לוקיוס אמיליוס פאולוס Lucius Antonius לוקיוס אנטוניוס Lucius Appuleius Saturninus לוקיוס אפוליוס סטורנינוס Lucius Artorius Castus לוקיוס ארטוריוס קסטוס Lucius Aurunculeius Cotta לוקיוס אורונקוליוס קוטה Lucius Caecilius Metellus לוקיוס קאיקיליוס מטלוס Lucius Caesar לוקיוס קיסר Lucius Calpurnius Piso Caesoninus לוקיוס קלפורניוס פיסו קייסונינוס Lucius Cassius Longinus לוקיוס קסיוס לונגינוס Lucius Cornelius Cinna לוקיוס קורנליוס קינה Lucius Domitius Ahenobarbus לוקיוס דומיטיוס אהנוברבוס Lucius Flavius Silva לוקיוס פלביוס סילבה Lucius Junius Brutus לוקיוס יוניוס ברוטוס Lucius Junius Pullus לוקיוס יוניוס פולוס Lucius Manlius Vulso Longus לוקיוס מאנליוס וולסו Lucius Marcius Philippus לוקיוס מארקיוס פיליפוס Lucius Postumius Megellus לוקיוס פוסטומיוס מגלוס Lucius Quinctius Cincinnatus לוקיוס קווינקטיוס קינקינטוס Lucius Tarquinius Priscus לוקיוס טארקוויניוס פריסקוס Lucius Tarquinius Superbus לוקיוס טארקוויניוס סופרבוס Lucius Verus לוקיוס ורוס Luck מזל Luckas-bot משתמש:Luckas-bot Lucknow לאקנאו Lucky Lucky Lucky Jim ג'ים בר מזל Lucky Luciano לאקי לוצ'יאנו Lucky Luke לאקי לוק Lucky Number Slevin להרוג את המזל Lucky Starr series לאקי סטאר Lucky Strike לאקי סטרייק Lucky number מספר מזל Lucretia אונס לוקרטיה Lucretia Garfield לוקרישיה גרפילד Lucretius לוקרטיוס Lucrezia Borgia לוקרציה בורג'ה Lucrețiu Pătrășcanu לוקרציו פטרשקנו Lucullus לוקיוס ליקיניוס לוקולוס Lucy לוסי Lucy Aharish לוסי אהריש Lucy Briers לוסי בריירס Lucy Davis לוסי דייוויס Lucy Dawidowicz לוסי דווידוביץ' Lucy Hale לוסי הייל Lucy Hayes לוסי הייז Lucy Lawless לוסי לולס Lucy Liu לוסי לו Lucy Maud Montgomery לוסי מוד מונטגומרי Lucy Morton לוצי מורטון Lucy Parsons לוסי פרסונס Lucy Punch לוסי פאנץ' Lucy Robinson לוסי רובינסון Lucy in the Sky with Diamonds Lucy in the Sky with Diamonds Lucy spy ring רשת הריגול של לוסי Lucía Etxebarría לוסיה אצ'בריה Lucía Sánchez Saornil לוסיה סאנצ'ס סאורניל Lucía Zárate לוסיה זרייט Lud son of Heli לוד בן הלי Ludacris לודאקריס Luddite לודיטים Ludendorff Bridge גשר לודנדורף Ludgate לדגייט Ludgate Hill גבעת לדגייט Ludger לודגר Ludhiana לודהיאנה Ludic fallacy כשל לודי Ludimcastillo/Jan15 שינה זעירה Ludivine Sagnier לודווין סנייה Ludlow Castle טירת לדלו Ludmilla Tourischeva לודמילה טורישצ'בה Ludo לודו Ludolph van Ceulen לודולף ואן צאולן Ludovic Giuly לודוביק ז'ולי Ludovic Obraniak לודוביק אוברניאק Ludovico Ariosto לודוביקו אריוסטו Ludovico Einaudi לודוביקו אינאודי Ludovico Manin לודוויקו מאנין Ludovico Sforza לודוביקו ספורצה Ludovisi לודוויזי Ludovisi Gaul הגאלי המתאבד Ludovisi Throne כס לודוויזי Luduș לודוש Ludvík Daněk לודוויק דאנייק Ludvík Svoboda לודביק סבובודה Ludwig לודוויג Ludwig Aschoff לודוויג אשוף Ludwig August von Frankl לודוויג אוגוסט פרנקל Ludwig Bamberger לודוויג במברגר Ludwig Beck לודוויג בק Ludwig Bemelmans לודוויג במלמנס Ludwig Bieberbach לודוויג גאורג ביברבך Ludwig Bledow לודוויג בלדו Ludwig Blum לודוויג בלום Ludwig Boltzmann לודוויג בולצמן Ludwig Börne לודוויג ברנה Ludwig Crüwell לודוויג קריוול Ludwig Erhard לודוויג ארהארד Ludwig Ferdinand Meyer לודוויג פרדיננד מאייר Ludwig Förster לודוויג פרסטר Ludwig Guttmann לודוויג גוטמן Ludwig I of Bavaria מלך בוואריה לודוויג הראשון Ludwig II of Bavaria מלך בוואריה לודוויג השני Ludwig III of Bavaria מלך בוואריה לודוויג השלישי Ludwig Kögl לודוויג קוגל Ludwig Kübler לודוויג קיבלר Ludwig Lachmann לודוויג לאכמן Ludwig Lewin Jacobson לודוויג לוין יעקובסון Ludwig Lewysohn לודוויג לוויזון Ludwig Marum לודויג מרום Ludwig Maximilian University of Munich אוניברסיטת מינכן Ludwig Maximilian University of Munich faculty קטגוריה:סגל אוניברסיטת מינכן Ludwig Mies van der Rohe לודוויג מיס ון דר רוהה Ludwig Minkus לודוויג מינקוס Ludwig Philippson לודוויג פיליפסון Ludwig Quidde לודוויג קווידה Ludwig Ritter von Köchel לודוויג פון קכל Ludwig Schmitt לודויג שמיט Ludwig Scotty לודוויג סקוטי Ludwig Senfl לודוויג זנפל Ludwig Stumpfegger לודוויג שטומפפגר Ludwig Tieck לודוויג טיק Ludwig Traube לודוויג טראובה Ludwig Von Drake לודוויג פון דרייק Ludwig Wittgenstein לודוויג ויטגנשטיין Ludwig Yehuda Wolpert לודוויג יהודה וולפרט Ludwig Yorck von Wartenburg לודוויג יורק פון וארטנבורג Ludwig van Beethoven לודוויג ואן בטהובן Ludwig von Benedek לודוויג פון בנדק Ludwig von Brenner לודוויג פון ברנר Ludwig von Falkenhausen לודוויג פון פלקנהאוזן Ludwig von Mises לודוויג פון מיזס Ludwig von Reuter לודוויג פון רויטר Ludwig's bustard חובת לודוויג Ludwigshafen לודוויגסהאפן Ludwik Fleck לודוויק פלק Ludza לודזה Luffa לופה Luftflotte 4 צי האוויר הרביעי Lufthansa לופטהנזה Lufthansa קטגוריה:קבוצת לופטהנזה Lufthansa Cargo לופטהנזה קרגו Lufthansa CityLine לופטהנזה סיטי ליין Lufthansa Flight 181 חטיפת טיסה 181 של לופטהאנזה Lufthansa Italia לופטהנזה איטליה Lufthansa Regional לופטהנזה רגיונל Luftstreitkräfte שירות האוויר הגרמני Luftwaffe לופטוואפה Luftwaffe קטגוריה:לופטוואפה Luftwaffe Wings קטגוריה:כנפות הלופטוואפה Luftwaffe generals and leaders קטגוריה:גנרלים בלופטוואפה Luftwaffe personnel קטגוריה:חיילי הלופטוואפה Luftwaffe pilots קטגוריה:טייסי הלופטוואפה Lugal-zage-si לוגלזגיסי Luganda לוגנדה Lugano לוגאנו Luganville לוגנוויל Lugburz.jpg תמונה:Lugburz.png Luge לוז' Lughnasadh לונאסה Lugnuts משתמש:Lugnuts Lugné-Poe אורליאן לינייה-פו Lugo לוגו Lugoj לוגוז' Lugol's iodine לוגול Luguelín Santos לוגלין סנטוס Luhansk לוהנסק Luhansk Oblast לוהנסק Luhansk Oblast קטגוריה:מחוז לוהנסק Luhuti חדרך Luigi לואיג'י Luigi Boccherini לואיג'י בוקריני Luigi Cadorna לואיג'י קאדורנה Luigi Capello לואיג'י קאפלו Luigi Cherubini לואיג'י כרוביני Luigi Dallapiccola לואיג'י דאלאפיקולה Luigi Frusci לואיג'י פרושי Luigi Galleani לואיג'י גלאני Luigi Galvani לואיג'י גלווני Luigi Illica לואיג'י איליקה Luigi Longo לואיג'י לונגו Luigi Luzzatti לואיג'י לוצאטי Luigi Malerba לואיג'י מלרבה Luigi Napolitano Award פרס לואיג'י נאפוליטנו Luigi Nono לואיג'י נונו Luigi Pieroni לואיג'י פירוני Luigi Pirandello לואיג'י פיראנדלו Luigi Pistilli לואיג'י פיסטילי Luigi Riva לואיג'י ריבה Luigi Rolando לואיג'י רולנדו Luigi Rossi לואיג'י רוסי Luigi Salvatore Vadacchino משתמש:Lodewijk Vadacchino Luigi Tenco לואיג'י טנקו Luigi Verderame לואיג'י ורדרמה Luis Alberto Gutiérrez לואיס אלברטו גוטיירס Luis Alberto Lacalle לואיס אלברטו לאקאז'ה Luis Alberto Monge לואיס אלברטו מונגה Luis Aragonés לואיס אראגונס Luis Arconada לואיס ארקונדה Luis Argentino Palau לואיס פאלאו Luis Artime לואיס ארטימה Luis Barragán לואיס ברגאן Luis Barragán House and Studio בית ברגאן Luis Buñuel לואיס בוניואל Luis Carrero Blanco לואיס קאררו בלאנקו Luis Cubilla לואיס קוביז'ה Luis Echeverría לואיס אצ'ווריה אלווארס Luis Enrique לואיס אנריקה Luis Fernández לואיס פרננדס Luis Flores לואיס פלורס Luis Garavito לואיס גרביטו Luis García לואיס גרסיה Luis García Postigo לואיס גרסיה פוסטיגו Luis Guzmán לואיס גוזמן Luis Hernández לואיס הרננדס Luis Islas לואיס איסלאס Luis Liberman לואיס ליברמן Luis Martins de Souza Dantas לואיס מרטינס דה סוסה דנטאס Luis Marín לואיס מרין Luis Miguel לואיס מיגל Luis Milla לואיס מייה Luis Monti לואיס מונטי Luis Moreno Ocampo לואיס מורנו אוקמפו Luis Royo לויס רויו Luis Scola לואיס סקולה Luis Suárez לואיס אלברטו סוארס Luis Suárez לואיס סוארס Luis Suárez לואיס סוארס מירמונטס Luis Vélez de Guevara ולס דה גוורה Luis Walter Alvarez לואיס אלוורז Luis de Carvajal y de la Cueva לואיס קרווחל Luis de Torres לואיס דה טורס Luis Ángel González Macchi לואיס אנחל גונזלס מקצ'י LuisGomez111/Spain ספרד Luisa Miller לואיזה מילר Luisana Lopilato לואיסנה לופילטו Luise Rainer לואיז ריינר Luiz Adriano לואיס אדריאנו Luiz Felipe Scolari לואיס פליפה סקולארי Luiz Gustavo לואיס גוסטבו Luiz Inácio Lula da Silva לואיז אינסיו דה סילבה Luizianne Lins לואיזיאני לינס Luka לוקה Luka Modrić לוקה מודריץ' Luka Rotković לוקה רוטקוביץ' Luka Đorđević לוקה דורדביץ' Lukas Foss לוקס פוס Lukas Hinterseer לוקאס הינטרזיר Lukas Podolski לוקאס פודולסקי Lukas Raeder לוקאס רידר Luke Air Force Base לוק Luke Bryan לוק בריאן Luke Cage לוק קייג' Luke Evans לוק אוונס Luke Grimes לוק גריימס Luke Jackson לוק ג'קסון Luke Jacobz לוק ג'ייקובז Luke Kuechly לוק קיקלי Luke Macfarlane לוק מקפרליין Luke Perry לוק פרי Luke Rhinehart ג'ורג' קוקרופט Luke Shaw לוק שו Luke Skywalker לוק סקייווקר Luke Walton לוק וולטון Luke Wilkshire לוק וילקשייר Luke Wilson לוק וילסון Luke the Evangelist לוקאס Lukewry/sandbox פסיכולוגיית מעמקים Lukla לוקלה Lukmanier Pass מעבר לוקמניר Lukoil לוקאויל Lukács לוקאץ' Lulach מלך סקוטלנד לולאך Lulav לולב Luleå לולאו Lull לול Lullabies קטגוריה:שירי ערש Lullaby שיר ערש Lullaby of Birdland Lullaby of Birdland Lulu Lulu Lulu לולו Lumbar arteries עורקי המותניים Lumbar puncture ניקור מותני Lumberjack חוטב עצים Lumberjack Song.jpg תמונה:Lumberjack Song.png Lumbini לומביני Lumbricals of the hand השרירים התולעיים Lumen לומן Lumen נהור Luminescence לומינסנציה Luminiferous aether אתר Lumières Award פרס לומייר Lumières Award winners קטגוריה:זוכי פרס לומייר Lump of labour fallacy כשל צבר עבודה Lumphini Park פארק לומפיני Luna לונה Luna 2 לונה 2 Luna 9 לונה 9 Luna programme תוכנית לונה Lunar Atmosphere and Dust Environment Explorer LADEE Lunar Mission One Lunar Mission One Lunar Orbiter program לונר אורביטר Lunar Prospector לונר פרוספקטור Lunar Reconnaissance Orbiter מקפת לסקר הירח Lunar Roving Vehicle רכב הנדידה הירחי Lunar Society of Birmingham אגודת הירח של ברמינגהאם Lunar calendar לוח שנה ירחי Lunar deities קטגוריה:אלילי ירח Lunar eclipse ליקוי ירח Lunar goddesses קטגוריה:אלות ירח Lunar gods קטגוריה:אלי ירח Lunar mare ים ירחי Lunar phase מופע הירח Lunch ארוחת צהריים Lunch atop a Skyscraper ארוחת צהריים על גורד שחקים Lundbeck לונדבק Lunel לוניל Lunette לונטה Lung ריאה Lung cancer סרטן הריאה Lung diseases due to external agents קטגוריה:מחלות ריאה עקב גורמים חיצוניים Lung transplantation השתלת ריאה Lungern לונגרן Lungfish דגי ריאות Lungfish קטגוריה:דגי ריאות Lungless salamander פלתודוניים Lungs Lungs Luninets לוניניץ Lunisolar calendar לוח לוניסולארי Lunokhod 1 לונוחוד 1 Lunokhod programme תוכנית לונוחוד Luntz לונץ Luohu District לואוהו Luol Deng לואל דנג Luoyang לוו-יאנג Lupe Vélez לופה ולז Lupeni Strike of 1929 שביתת הכורים בעמק הז'יו Lupin The Third לופן השלישי Lupinus תורמוס Lupinus angustifolius תורמוס צר עלים Lupinus pilosus תורמוס ההרים Lupita Nyong'o לופיטה ניונגו Lupo לופו Lupo! לופו Lupus זאב Luqa לואה Luria לוריא Lurji Monastery המנזר הכחול Lusail לוסייל Lusaka לוסקה Lusaka Declaration הצהרת לוסקה Lusatian Neisse נייסה Luscinia זמיר Lusin's theorem משפט לוזין Lusitania לוסיטניה Lusitanians לוסיטנים Lusius Quietus לוסיוס קווייטוס Lust תשוקה Lustenau לוסטנאו Lustgarten לוסטגארטן Lustig לוסטיג Lute לאוטה Lutefisk לוטפיסק Luteinizing hormone הורמון מחלמן Lutenists קטגוריה:נגני לאוטה Lutetia לוטטיה Lutetium לוטציום Luther לות'ר Luther לותר Luther Bible תרגום התנ"ך של לותר Luther Burbank לותר ברבנק Lutheranism לותרניזם Luthiers קטגוריה:בוני כלי קשת Lutomiersk לוטומיירסק Luton לוטון Luton Airport נמל התעופה לונדון לוטון Luton Town F.C. לוטון טאון Luton Town F.C. players קטגוריה:כדורגלני לוטון טאון Lutowiska לוטוביסקה Lutra לוטרה מצויה Lutrine opossum אופוסום עבה-זנב Lutsk לוצק Lututów לוטוטוב Lutz לוץ Lutz Eigendorf לוץ אייגנדורף Lutz Graf Schwerin von Krosigk לוץ שוורין פון קרוסיגק Luuk de Jong לוק דה יונג Luwian inscriptions קטגוריה:כתובות בלווית Luwian language לווית Lux לוקס Luxair לוקסאייר Luxembourg לוקסמבורג Luxembourg קטגוריה:לוקסמבורג Luxembourg American Cemetery and Memorial בית הקברות הצבאי והאנדרטה האמריקניים בלוקסמבורג Luxembourg Army צבא לוקסמבורג Luxembourg City לוקסמבורג Luxembourg Crisis משבר לוקסמבורג Luxembourg Findel Airport נמל התעופה לוקסמבורג-פינדל Luxembourg Grand Ducal Palace ארמון הדוכס הגדול Luxembourg National Division ליגת העל הלוקסמבורגית Luxembourg Open אליפות לוקסמבורג הפתוחה Luxembourg Palace ארמון לוקסמבורג Luxembourg Schengen קטגוריה:שנגן Luxembourg Schengen שנגן Luxembourg at the Olympics לוקסמבורג במשחקים האולימפיים Luxembourg in the Eurovision Song Contest לוקסמבורג באירוויזיון Luxembourg national basketball team נבחרת לוקסמבורג בכדורסל Luxembourg national football team נבחרת לוקסמבורג בכדורגל Luxembourgian Eurovision Song Contest entrants קטגוריה:נציגי לוקסמבורג באירוויזיון Luxembourgian athletes קטגוריה:אתלטים לוקסמבורגים Luxembourgian culture קטגוריה:לוקסמבורג: תרבות Luxembourgian cyclists קטגוריה:רוכבי אופניים לוקסמבורגים Luxembourgian football managers קטגוריה:מאמני כדורגל לוקסמבורגים Luxembourgian footballers קטגוריה:כדורגלנים לוקסמבורגים Luxembourgian people קטגוריה:לוקסמבורגים Luxembourgian sportspeople קטגוריה:ספורטאים לוקסמבורגים Luxembourgish franc פרנק לוקסמבורגי Luxembourgish language לוקסמבורגית Luxor לוקסור Luxor Las Vegas לוקסור Luxor Obelisk אובליסק לוקסור Luxor Temple מקדש לוקסור Luxor massacre טבח התיירים בלוקסור Luxovius לוקסוויוס Luxury motor vehicle manufacturers קטגוריה:יצרני רכבי יוקרה Luxury tax מס מותרות Luz לוז Luz עצם הלוז Luz Long לוץ לונג Luzenac AP לוזנאק Luzhany לוז'אני Luzhniki Stadium אצטדיון לוז'ניקי Luzhniki disaster אסון לוז'ניקי Luzit לוזית Luzon לוזון Luzon Strait מצר לוזון Luzzasco Luzzaschi לוצאסקו לוצאסקי Luzzatto משפחת לוצאטו Luzzatto family קטגוריה:משפחת לוצאטו Luzzu לוצו Luís Carlos Prestes לואיס קרלוס פרסטס Luís Fabiano לואיס פביאנו Luís Figo לואיש פיגו Luís I of Portugal מלך פורטוגל לואיש הראשון Luís Neto לואיס נטו Luís Oliveira לואיז אוליביירה Luís da Câmara Cascudo לואיס דה קמארה קסקודו Luís de Camões לואיש דה קמואש Luísa Diogo לואיזה דיאוגו Lučenec לושנץ Lviv לבוב Lviv קטגוריה:לבוב Lviv Golden Rose Synagogue בית הכנסת שושנת הזהב Lviv Oblast לבוב Lviv Oblast קטגוריה:מחוז לבוב Lviv Oblast Horodok הורודוק Lviv Oblast Nemyriv ניימירוב Lviv pogroms הפוגרומים בלבוב Lvov לבוב Lwów Ghetto גטו לבוב Lwów Ghetto קטגוריה:גטו לבוב Lwów Ghetto inmates קטגוריה:אסירים בגטו לבוב Lwów School of Mathematics אסכולת לבוב במתמטיקה Lwów pogrom הפוגרום בלבוב LyX LyX Lya Stern ליה שטרן Lyakhavichy לחוביצ'ה Lyapunov exponent אקספוננט ליאפונוב Lyapunov stability יציבות במובן ליאפונוב Lybiidae ליביים Lycaenidae כחליליים Lycaenidae קטגוריה:כחליליים Lyceum ליקיאון Lychee ליצ'י Lychrel number מספר ליישרל Lycia ליקיה Lycian Way הדרך הליקית Lycium אטד Lycium barbarum גוג'י Lycium shawii אטד ערבי Lycopene ליקופן Lycopodiaceae רגלי זאב Lycopodiophyta בעלי קשקשים Lycopodiophyta קטגוריה:בעלי קשקשים Lycopodiopsida ליקופודים Lycopodiopsida קטגוריה:ליקופודים Lycos Lycos Lycurgus of Sparta ליקורגוס Lycée Louis-le-Grand תיכון לואי הגדול Lycée Voltaire תיכון וולטר Lydia לידיה Lydia קטגוריה:לידיה Lydia Davis לידיה דיוויס Lydia Hatuel-Czuckermann לידיה חטואל-צוקרמן Lydia Lazarov לידיה לזרוב Lydia Litvyak לידיה ליטבק Lygaeidae פנדוריים Lykan HyperSport לייקאן הייפר-ספורט Lykhny ליחני Lykke Li ליקה לי Lyla Lyla Lyle לייל Lyle's flying fox עטלף השועל המעופף Lyman Hall ליימן הול Lyman Spitzer ליימן שפיצר Lyme disease מחלת ליים Lymph node קשרי לימפה Lymphadenopathy לימפדנופתיה Lymphatic filariasis אלפנטיאזיס Lymphatic system מערכת הלימפה Lymphatic system קטגוריה:מערכת הלימפה Lymphocyte לימפוציט Lymphogranuloma venereum לימפוגרנולומה ונראום Lymphoma לימפומה Lyn McClements לין מקלמנטס Lynch לינץ' Lynching לינץ' Lynching קטגוריה:לינץ' Lynching deaths קטגוריה:קורבנות לינץ' Lynching in the United States קטגוריה:לינץ' בארצות הברית Lynching of Jesse Washington הלינץ' בג'סי וושינגטון Lynching of Thomas Shipp and Abram Smith הלינץ' בתומאס שיפ ואברם סמית' Lynda Carter לינדה קרטר Lyndon Baines Johnson Memorial Grove on the Potomac אנדרטת לינדון ביינס ג'ונסון Lyndon Johnson לינדון ג'ונסון Lyndon Johnson קטגוריה:לינדון ג'ונסון Lyndon Johnson Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל לינדון ג'ונסון Lyndsey Marshal לינדזי מרשל Lyndsy Fonseca לינדסי פונסקה Lynn לין Lynn Burke לין בורק Lynn Carlin לין קרלין Lynn Chadwick לין צ'דוויק Lynn Collins לין קולינס Lynn Conway לין קונווי Lynn Davies לין דייוויס Lynn Greer לין גריר Lynn Harrell לין הארל Lynn Johnston לין ג'ונסון Lynn Margulis לין מרגוליס Lynn Redgrave לין רדגרייב Lynn Thorndike לין תורנדייק Lynn-Holly Johnson לין-הולי ג'ונסון Lynne Cheney לין צ'ייני Lynne Reid Banks לין ריד בנקס Lynx Lynx Lynx לינקס Lynx קטגוריה:שונר Lynx שונר Lynyrd Skynyrd לינרד סקינרד Lyon ליון Lyon קטגוריה:ליון Lyon Cathedral קתדרלת ליון Lyonel Feininger ליונל פיינינגר Lyons Maid ליונס מייד Lyoto Machida ליוטו מצ'ידה Lyra נבל Lyra קטגוריה:קבוצת הכוכבים נבל Lyre לירה Lyrebird נבליים Lyric Opera of Chicago האופרה הלירית של שיקגו Lyric Symphony הסימפוניה הלירית Lyric poetry שירה לירית Lyrics ליריקה Lyrids לירידים Lys Assia ליס אסיה Lysandra ליסנדרה Lysergic acid diethylamide LSD Lysias ליסיאס Lysimachus ליסימכוס Lysimachus of Alexandria ליסימכוס Lysimachus of Egypt ליסימכוס Lysine ליזין Lysippos ליסיפוס Lysis ליזיס Lysis of Taras ליזיס Lysistrata ליסיסטרטה Lysithea ליסיתאה Lysogenic cycle מעגל ליזוגני Lysol ליזול Lysosomal storage disease מחלת אגירה ליזוזומלית Lysosomal storage diseases קטגוריה:מחלות אגירה ליזוזומליות Lysosome ליזוזום Lysozyme ליזוזים Lythraceae כופריים Lythronax ליתרונקס Lythrum שנית Lythrum salicaria שנית גדולה Lytovchenko ליטובצ'נקו Lyuben Berov ליובן ברוב Lyuboslav Penev לובוסלב פנב Lyubov Axelrod לובוב אקסלרוד Lyubov Orlova ליובוב אורלובה Lyubov Yegorova ליובוב יגורובה Lyudmila Alexeyeva ליודמילה אלכסייבה Lyudmila Gurchenko לודמילה גורצ'נקו Lyudmila Kasatkina ליודמילה קסטקינה Lyudmila Pavlichenko לודמילה פבליצ'נקו Lyudmila Pinayeva לודמילה פינאיבה Lyudmila Zykina ליודמילה זיקינה Lyudvig Chibirov לודוויג צ'יבירוב LÊ TẤN LỘC משתמש:LÊ TẤN LỘC Lácar Lake אגם לאקר Lángos לנגוש László Almásy לאסלו אלמאשי László Babai לסלו בבאי László Csatáry לאסלו צ'אטארי László Cseh לאסלו צ'ה László Czéh לאסלו צה László Kleinheisler לאסלו קליינהייזלר László Kubala לאסלו קובאלה László Ladányi לסלו לדאני László Lovász לסלו לובאס László Moholy-Nagy לסלו מוהולי-נג'י László Paál לאסלו פאל László Rajk לאסלו רייק László Sepsi לאזלו ספסי László Somogyi לסלו שומוג'י László Szabados לסלו סבדוש László Sólyom לאסלו שויום Lázaro Borges לאסרו בורחס Lázaro Bruzón לאזארו ברוזון Lázaro Cárdenas לאסרו קארדנאס Ländler לנדלר Lääne County לאנה Lääne-Viru County לאנה-וירו Léa Seydoux לאה סדו Légal Trap מט לגל Léo Delibes ליאו דליב Léon Ashkenazi יהודא ליאון אשכנזי Léon Bakst ליאון באקסט Léon Blum לאון בלום Léon Bourgeois לאון בורז'ואה Léon Brillouin לאון ברילואן Léon Charles Thévenin לאון שארל תבנין Léon Degrelle לאון דגרל Léon Foucault לאון פוקו Léon Gambetta לאון גמבטה Léon Goossens לאון גוסנס Léon Guillet לאון גייה Léon M'ba לאון מ'בה Léon Monosson לאון מונוסון Léon Poliakov לאון פוליאקוב Léon Werth לאון ורת Léon: The Professional לאון Léonide Massine לאוניד מאסין Léonie Sonning Music Prize פרס לאוני סונינג למוזיקה Léonie Sonning Music Prize laureates תבנית:זוכי פרס לאוני סונינג למוזיקה Léonin לאונין Léopold Szondi לאופולד סונדי Léopold Sédar Senghor לאופולד סדאר סנגור Lê Đức Thọ לה דק טהו Lídia Jorge לידיה ז'ורז' Lítla Dímun ליטלה דימון Löb Nevakhovich יהודה ליב נווחוביץ' Löfgren syndrome תסמונת לופגרן Löfven Cabinet הקבינט של לוון Lötschenlücke מעבר לוטשנלוקה Löw לעוו Löwe לווה Löwenheim–Skolem theorem משפט לוונהיים-סקולם Löwenstein לוונשטיין Löwenthal לבנטל Lúcio לוסיו Lúcio Costa לוסיו קוסטה Lübeck ליבק Lübeck St. Mary's Church כנסיית מריה הקדושה Lüderitz לידריץ Lümanda Parish למאנדה Lüneburg לינבורג Lüroth's theorem משפט לורות Lüscher color test מבחן הצבעים של לישר Lüshunkou District פורט ארתור Lützow Free Corps ליצו פרייקור Lăncieri לנצ'יירי Lăutari לאוטאר M M M אם M People אם פיפל M&M's M&M's M'Clure Strait מצר מקקלור M'peti Nimba פטי נימבה M'zab מזאב M*A*S*H מ.א.ש M*A*S*H קטגוריה:מ.א.ש M-1 motorway E75 M-84 M-84 M-theory תורת M M-type main-sequence stars קטגוריה:ננסים אדומים M. Escher מאוריץ קורנליס אשר M. Night Shyamalan מ. נייט שאמלאן M. Night Shyamalan תבנית:מ. נייט שאמלאן M. Shadows M. Shadows M. Warburg & Co. מ"מ ורבורג ושות' M.D. Doogie Howser דוגי האוזר M.D. Emily Owens אמילי אוונס M.I.A. M.I.A. M.K. 22 מ.ק. 22 M.O.P. .M.O.P M.T. Abraham Foundation קרן מ.ת. אברהם M.n.Shells/sandbox סרטי יוניברסל M/M/1 queue תור M/M/1 M/M/c queue תור M/M/c M0 motorway כביש הטבעת של בודפשט M1 M1 M1 Abrams M1 אברמס M1 Garand M1 גאראנד M1 carbine M1 קרבין M1 mortar מרגמת M1 M1 motorway כביש M1 M10 tank destroyer M10 וולברין M103 M103 M107 M-107 M107 self-propelled gun תותח מתנייע M-107 M109 howitzer תותח מתנייע M-109 M110 Semi-Automatic Sniper System M110 SASS M110 howitzer תותח מתנייע M-110 M113 armored personnel carrier M-113 M117 bomb M117 M14 rifle רובה M14 M16 rifle רובה M16 M18 Hellcat M18 הלקט M1903 Springfield ספרינגפילד M1911 pistol קולט M1911 M1917 Browning machine gun M1917 בראונינג M1918 Browning Automatic Rifle רובה בראונינג אוטומטי M1919 Browning machine gun M1919 בראונינג M1938 mortar מרגמת M1938 M2 M2 M2 Bradley בראדלי M2 Browning M2 בראונינג M2010 Enhanced Sniper Rifle M2010 ESR M203 grenade launcher מטול רימונים M-203 M22 Locust לוקסט M22 M24 M24 M24 Chaffee M24 צ'אפי M24 Sniper Weapon System רמינגטון M24 M249 light machine gun מקלע M249 M25 motorway כביש הטבעת של לונדון M26 Pershing M26 פרשינג M270 Multiple Launch Rocket System משגר רקטות M-270 MLRS M3 M3 M3 Half-track זחל"ם M3 M3 Lee M3 לי M3 Scout Car שריונית סיור M3 M3 Stuart M3 סטיוארט M3 submachine gun M3 גריז M36 tank destroyer M36 M4 M4 M4 Sherman M4 שרמן M4 carbine רובה M4 M4 motorway כביש M4 M40 motorway כביש M40 M40 rifle רמינגטון M40 M41 Walker Bulldog M41 ווקר בולדוג M42 Duster M42 דאסטר M47 Patton M47 פטון M48 M48 M48 Patton M48 פטון M5 motorway כביש M5 M50 Ontos M50 אונטוס M551 Sheridan M551 שרידן M59 armored personnel carrier M59 M60 M60 M60 Patton M60 פטון M60 machine gun מקלע M60 M61 Vulcan M61 וולקן M7 משתמש:M7 M7 Priest M7 פריסט M72 LAW לאו M75 armored personnel carrier M75 M8 M8 M8 Greyhound M8 M83 M83 M88 Recovery Vehicle טנק חילוץ M-88 M89SR sniper rifle רובה צלפים M89SR M982 Excalibur אקסקליבר אם-982 MAC address כתובת MAC MAC flooding MAC flooding MAC spoofing כתובת MAC#זיוף כתובת MAC MAC-10 MAC-10 MACD MACD MAD MAD MAD TV MAD TV MAD Video Music Awards פרסי המוזיקה היוונית של MAD TV MAG-7 MAG-7 MAKS הסלון האווירי במוסקבה MAN SE מאן MAR מאר MARC standards תקני MARC MARPOL 73/78 האמנה למניעת זיהום מאוניות MARS MARS MARS-500 מאדים 500 MASH מ.א.ש MAT Macedonian Airlines MAT מקדוניאן איירליינס MATADOR מטאדור MATE MATE MATLAB MATLAB MAVEN MAVEN MBC MBC MBK MBK MBK Center MBK MC Hammer אם סי האמר MC Paul Barman אם סי פול ברמן MC Ren MC Ren MC10 משתמש:MC10 MC5 MC5 MCR-1 MCR-1 MCW013/sandbox מחשבון MD MD MD4 MD4 MD5 MD5 MDCollins/Sandbox4 אלק דאגלס-יום MDMA אקסטזי MDNA MDNA MDT David דוד MD–PhD MD-PhD MEAN MEAN MERRF syndrome תסמונת מרף MESSENGER מסנג'ר MESUR MESUR MF Doom אם אף דום MFIreland/FN FAL רובה FN FAL MFK Dubnica ז.ט.ס. דובניצה MFK Petržalka players קטגוריה:כדורגלני פטרז'לקה MFK Ružomberok מ.פ.ק. רוז'ומברוק MFK Ružomberok players קטגוריה:כדורגלני מ.פ.ק. רוז'ומברוק MG Mg MG 34 MG34 MG 42 MG42 MGBarrett/sandbox דומיטיאנוס MGM Grand Las Vegas MGM Grand MGM Networks ערוץ MGM MGM-31 Pershing פרשינג MGM-52 Lance MGM-52 Lance MGMT MGMT MHDYS קיסר אקסום מהדיס MI5 MI5 MI5 personnel קטגוריה:אנשי MI5 MIAT Mongolian Airlines מונגוליה איירליינס MICA מיקה MICKEY MICKEY MIDI MIDI MILAN מילאן MIM-104 Patriot MIM-104 פטריוט MIM-23 Hawk MIM-23 הוק MIM-72 Chaparral MIM-72 צ'פרל MIME Multipurpose Internet Mail Extensions MIMO MIMO MINE MINE MINIX מיניקס MIPS instruction set ארכיטקטורת MIPS MIRC MIRC MIS MIS MISTY1 MISTY MIT License רישיון MIT MIU מיו MKS Odra Wodzislaw.png קובץ:MKS Odra Wodzislaw.gif ML ML MLB תבנית:MLB MLBACT תבנית:קבוצת המאה של ה-MLB MLS All-Time Best XI MLS#הרכב כל הזמנים ב-MLS MLS Best XI הרכב העונה ב-MLS MLS Cup גביע ה-MLS MLS Pro-40 players קטגוריה:כדורגלני MLS פרו-40 MLatham חיים מחוץ לכדור הארץ MM מ"מ MMB MMB MMRV vaccine חיסון MMRV MMST חותמות למלך#פרשנויות MN Mn MODOK מודוק MODY 2 MODY 2 MONTHNUMBER תבנית:מספרחודש MONU – magazine on urbanism מונו MOOMA MOOMA MOSFET טרנזיסטור MOSFET MP 40 MP40 MP-448 Skyph MP-448 MP3 MP3 MP3 player נגן MP3 MP3+G MP3+G MPEG-2 MPEG-2 MPEG-4 Part 14 MP4 MPLA התנועה העממית לשחרור אנגולה MPTP MPTP MPrest Systems אמפרסט מערכות MQV MQV MS MS MS Achille Lauro אכילה לאורו MS Estonia אסטוניה MS St. Louis סנט לואיס MS al-Salam Boccaccio 98 אל-סלאם בוקאצ'ו 98 MS-13 מארה סלבטרוצ'ה MS-DOS MS-DOS MSBOT משתמש:MSBOT MSConfig MSConfig MSDOS.SYS MSDOS.SYS MSIE font fix templates קטגוריה:תבניות תיקון לבעיות MSIE MSM MSM MSN Msn MSN קטגוריה:MSN MSNBC MSNBC MSV Duisburg דיסבורג MSV Duisburg players קטגוריה:כדורגלני דיסבורג MT Mt MT-LB MT-LB MTK Budapest FC מ.ט.ק. בודפשט MTK Budapest FC players קטגוריה:כדורגלני מ.ט.ק. בודפשט MTK logo.png קובץ:MTK logo.gif MTR הרכבת התחתית של הונג קונג MTR תבנית:הרכבת התחתית של הונג קונג MTSAT Satellite Augmentation System MSAS MTV MTV MTV Europe Music Awards פרסי המוזיקה של MTV אירופה MTV Movie Awards פרס הקולנוע של MTV MTV Unplugged MTV Unplugged MTV Unplugged in New York MTV Unplugged in New York MTV Video Music Award VMA MU מו MUSCULAR Muscular MUSICAL.PL משתמש:Nevermore MV Agusta אם וי אגוסטה MV Doña Paz טביעת המעבורת MV דוניה פאז MV Mefküre מפקורה MV Struma סטרומה MV Wilhelm Gustloff וילהלם גוסטלוף MVRDV MVRDV MVV Maastricht players קטגוריה:כדורגלני מאסטריכט MZaplotnik משתמש:MZaplotnik Ma Barker אמא בארקר Ma Huateng מא הואטנג Ma It's Alright Ma It's Alright Ma Jian מא ג'יאן Ma Mingyu מה מינגיו Ma Nishtana מה נשתנה Ma Rainey מא רייני Ma Tovu מה טובו Ma Ying-jeou מא יינג-ג'יו Ma mère l'Oye אמא אווזה Ma'abarot מעברה Ma'agalim מעגלים Ma'agan מעגן Ma'agan Michael מעגן מיכאל Ma'agan Michael Ship הספינה העתיקה ממעגן מיכאל Ma'ale Adumim מעלה אדומים Ma'ale Akrabim massacre טבח מעלה עקרבים Ma'ale Amos מעלה עמוס Ma'ale Efrayim מעלה אפרים Ma'ale Gamla מעלה גמלא Ma'ale Gilboa מעלה גלבוע Ma'ale HaHamisha מעלה החמישה Ma'ale HaShalom מעלה השלום Ma'ale Hever מעלה חבר Ma'ale Iron מעלה עירון Ma'ale Iron Salem סאלם Ma'ale Levona מעלה לבונה Ma'ale Mikhmas מעלה מכמש Ma'ale Rehav'am מעלה רחבעם Ma'ale Shomron מעלה שומרון Ma'ale Tzviya מעלה צביה Ma'ale Yosef Regional Council מועצה אזורית מעלה יוסף Ma'ale Yosef Regional Council קטגוריה:מועצה אזורית מעלה יוסף Ma'ale Yosef Regional Council תבנית:מועצה אזורית מעלה יוסף Ma'ale ha-Zeitim מעלה הזיתים Ma'alot Dafna מעלות דפנה Ma'alot massacre הפיגוע במעלות Ma'alot-Tarshiha מעלות-תרשיחא Ma'alul מעלול Ma'amoul מעמול Ma'an מעאן Ma'an Governorate מעאן Ma'an News Agency מען Ma'anit מענית Ma'aser Sheni מסכת מעשר שני Ma'aserot מסכת מעשרות Ma'avak הברית הקומוניסטית המהפכנית Ma'ayan Baruch מעיין ברוך Ma'ayan HaChinuch HaTorani מעיין החינוך התורני Ma'ayan Tzvi מעיין צבי Ma'loula מעלולה Ma'oz Aviv מעוז אביב Ma'oz Tzur מעוז צור Ma'rib Governorate מארב Maacah מעכה Maamarim מאמר חסידות Maamme המנון פינלנד Maan מען Maaouya Ould Sid'Ahmed Taya מעאוויה ולד סידאחמד טאייע Maar מאר Maarava Machon Rubin ישיבת מערבא Maariv מעריב Maariv קטגוריה:תפילת ערבית Maariv תפילת ערבית Maarrat al-Nu'man מערת א-נועמאן Maarten Stekelenburg מארטן סטקלנבורג Maarten Tromp מרטן טרומפ Maasai Mara מסאי מארה Maasai people מסאי Maaseh Merkabah מעשה מרכבה Maasiyahu Prison בית סוהר מעשיהו Maastricht מאסטריכט Maastricht Treaty אמנת מאסטריכט Maastrichtian מאסטריכט Maat מע'ת MaatyBot משתמש:MaatyBot Maayan מעיין Maayan מעין Maayan Davidovich מעין דוידוביץ' Maayan Strauss מעין שטראוס Maayanh user:maayanh Mabat LaHadashot מבט Mabifixem משתמש:Mabifixem Mabinogion מבינוגיון Mabool Mabool Mabu'im מבועים Mac מק Mac App Store Mac App Store Mac Gargan העקרב Mac Miller מק מילר Mac Mini Mac Mini Mac OS Mac OS Mac Pro Mac Pro Mac Wilkins מק וילקינס MacArthur Fellows קטגוריה:עמיתי מקארתור MacArthur Fellows Program עמיתי מקארתור MacBook MacBook MacBook Air MacBook Air MacBook Pro MacBook Pro MacCormick v Lord Advocate מקורמיק נגד הלורד אדבוקט MacGuffin מקגאפין MacGyver מקגייוור MacGyverMagic/In Progress/Mummy מומיה MacLaine מקליין MacNamara מקנמרה MacRobertson Air Race המירוץ האווירי מק'רוברטסון MacTutor History of Mathematics archive MacTutor Macadamia מקדמיה Macapá מקאפה Macaque מקוק Macarena מאקארנה Macarius of Unzha מקריוס מאונז'ה Macaronesia מקרונזיה Macaroni מקרוני Macaroni penguin פינגווין הסלעים Macaroon מקרון Macassar מקאסאר Macau מקאו Macau קטגוריה:מקאו Macau Casino Lisboa קזינו ליסבון Macau national basketball team נבחרת מקאו בכדורסל Macau national football team נבחרת מקאו בכדורגל Macaulay Culkin מקולי קאלקין Macbeth מקבת Macbeth מקבת' Maccabaeans המכבים הקדמונים Maccabean Revolt מרד החשמונאים Maccabees חשמונאים Maccabees מכבים Maccabi מכבי Maccabi קטגוריה:תנועת מכבי Maccabi Ahi Nazareth F.C. מכבי אחי נצרת Maccabi Ahi Nazareth F.C. קטגוריה:מכבי אחי נצרת Maccabi Ahi Nazareth F.C. managers קטגוריה:מאמני מכבי אחי נצרת Maccabi Ahi Nazareth F.C. players קטגוריה:כדורגלני מכבי אחי נצרת Maccabi Ashdod B.C. מכבי אשדוד באר טוביה Maccabi Ashdod B.C. players קטגוריה:כדורסלני מכבי אשדוד Maccabi Avishai Motzkin מכבי אבישי מוצקין Maccabi Be'er Sheva F.C. מכבי באר שבע Maccabi Bnot Ashdod מכבי בנות אשדוד Maccabi Brinkford Tbilisi מכבי טביליסי Maccabi București מכבי בוקרשט Maccabi Givat Shmuel players קטגוריה:כדורסלני מכבי גבעת שמואל Maccabi HaShikma Ramat Hen F.C. מכבי השקמה/רמת חן Maccabi HaShikma Ramat Hen F.C. players קטגוריה:כדורגלני מכבי השקמה רמת חן Maccabi Haifa מכבי חיפה Maccabi Haifa קטגוריה:מכבי חיפה Maccabi Haifa B.C. מכבי חיפה Maccabi Haifa B.C. קטגוריה:מכבי חיפה Maccabi Haifa B.C. players קטגוריה:כדורסלני מכבי חיפה Maccabi Haifa F.C. מכבי חיפה Maccabi Haifa F.C. קטגוריה:מכבי חיפה Maccabi Haifa F.C. in European football מכבי חיפה במפעלים האירופיים Maccabi Haifa F.C. managers קטגוריה:מאמני מכבי חיפה Maccabi Haifa F.C. players קטגוריה:כדורגלני מכבי חיפה Maccabi Healthcare Services מכבי שירותי בריאות Maccabi Herzliya F.C. מכבי הרצליה Maccabi Herzliya F.C. קטגוריה:מכבי הרצליה Maccabi Herzliya F.C. managers קטגוריה:מאמני מכבי הרצליה Maccabi Herzliya F.C. players קטגוריה:כדורגלני מכבי הרצליה Maccabi Hod HaSharon מכבי הוד השרון Maccabi Holon F.C. מכבי חולון Maccabi Ironi Ashdod F.C. מכבי עירוני אשדוד Maccabi Ironi Ashdod F.C. players קטגוריה:כדורגלני מכבי עירוני אשדוד Maccabi Ironi Bat Yam F.C. מכבי עירוני בת ים Maccabi Ironi Bat Yam F.C. players קטגוריה:כדורגלני מכבי עירוני בת ים Maccabi Ironi Jatt F.C. מכבי עירוני ג'ת אל-אהלי Maccabi Ironi Kiryat Ata F.C. מכבי עירוני קריית אתא Maccabi Ironi Kiryat Ata F.C. players קטגוריה:כדורגלני מכבי עירוני קריית אתא Maccabi Ironi Netivot F.C. מכבי עירוני נתיבות Maccabi Jaffa F.C. מכבי יפו Maccabi Jaffa F.C. players קטגוריה:כדורגלני מכבי יפו Maccabi Jerusalem F.C. מכבי חשמונאי ירושלים Maccabi Kafr Kanna F.C. מכבי כפר כנא Maccabi Kafr Kanna F.C. players קטגוריה:כדורגלני מכבי כפר כנא Maccabi Kiryat Gat B.C. מכבי קריית גת Maccabi Kiryat Gat F.C. עירוני קריית גת Maccabi Kiryat Gat F.C. players קטגוריה:כדורגלני מכבי קריית גת Maccabi Kiryat Malakhi F.C. מכבי עירוני קריית מלאכי Maccabi Kiryat Malakhi F.C. players קטגוריה:כדורגלני מכבי עירוני קריית מלאכי Maccabi Los Angeles מכבי לוס אנג'לס Maccabi Netanya מכבי נתניה Maccabi Netanya F.C. מכבי נתניה Maccabi Netanya F.C. קטגוריה:מכבי נתניה Maccabi Netanya F.C. managers קטגוריה:מאמני מכבי נתניה Maccabi Netanya F.C. players קטגוריה:כדורגלני מכבי נתניה Maccabi Petah Tikva מכבי פתח תקווה Maccabi Petah Tikva F.C. מכבי פתח תקווה Maccabi Petah Tikva F.C. קטגוריה:מכבי פתח תקווה Maccabi Petah Tikva F.C. managers קטגוריה:מאמני מכבי פתח תקווה Maccabi Petah Tikva F.C. players קטגוריה:כדורגלני מכבי פתח תקווה Maccabi Ra'anana מכבי עירוני רעננה Maccabi Ramat Amidar F.C. מכבי רמת עמידר Maccabi Ramat Amidar F.C. players קטגוריה:כדורגלני מכבי רמת עמידר Maccabi Ramat Gan מכבי ארזים רמת גן Maccabi Ramla F.C. מכבי רמלה Maccabi Rehovot מכבי רחובות Maccabi Rehovot F.C. מכבי רחובות Maccabi Rishon LeZion מכבי ראשון לציון Maccabi Rishon LeZion קטגוריה:מכבי ראשון לציון Maccabi Rishon LeZion F.C. מכבי ראשון לציון Maccabi Rishon LeZion basketball players קטגוריה:כדורסלני מכבי ראשון לציון Maccabi Sektzia Ma'alot-Tarshiha F.C. מכבי סקציה מעלות תרשיחא Maccabi Sha'arayim F.C. מכבי שעריים Maccabi Sha'arayim F.C. players קטגוריה:כדורגלני מכבי שעריים Maccabi Tamra F.C. מכבי טמרה Maccabi Tel Aviv מכבי תל אביב Maccabi Tel Aviv קטגוריה:מכבי תל אביב Maccabi Tel Aviv B.C. מכבי תל אביב Maccabi Tel Aviv B.C. coaches קטגוריה:מאמני מכבי תל אביב בכדורסל Maccabi Tel Aviv B.C. players קטגוריה:כדורסלני מכבי תל אביב Maccabi Tel Aviv F.C. מכבי תל אביב Maccabi Tel Aviv F.C. managers קטגוריה:מאמני מכבי תל אביב Maccabi Tel Aviv F.C. players קטגוריה:כדורגלני מכבי תל אביב Maccabi Tzur Shalom F.C. מכבי צור שלום Maccabi Umm al-Fahm F.C. מכבי אום אל-פחם Maccabi Umm al-Fahm F.C. players קטגוריה:כדורגלני מכבי אום אל-פחם Maccabi World Union מכבי Maccabi Yavne F.C. מכבי יבנה Maccabi Yavne F.C. players קטגוריה:כדורגלני מכבי יבנה Maccabi youth movement המכבי הצעיר Maccabiah Games המכביה Maccabiah Games קטגוריה:מכביות Maccabiah Games gold medalists קטגוריה:אלופי המכביה Maccabiah Stadium אצטדיון המכביה Maccabiah bridge collapse אסון המכביה Macchiaioli מאקיאיולי Macdonald triad שילוש מקדונלד Mace Windu מייס וינדו Macedonia מוקדון Macedonia מקדוניה Macedonia מקדוניה היוונית Macedonia סלט מסדואן Macedonia קטגוריה:מוקדון העתיקה Macedonia Kosturino קוסטורינו Macedonia Resen רסן Macedonia Veles ולס Macedonia at the Olympics מקדוניה במשחקים האולימפיים Macedonia at the Paralympics מקדוניה במשחקים הפאראלימפיים Macedonia in the Eurovision Song Contest מקדוניה באירוויזיון Macedonia national basketball team נבחרת מקדוניה בכדורסל Macedonia national football team נבחרת מקדוניה בכדורגל Macedonia national under-21 football team נבחרת מקדוניה בכדורגל עד גיל 21 Macedonian Basketball Cup הגביע המקדוני בכדורסל Macedonian First Football League ליגת העל המקדונית Macedonian First League ליגת העל המקדונית בכדורסל Macedonian Front החזית המקדונית במלחמת העולם הראשונה Macedonian Jews קטגוריה:יהודים מקדונים Macedonian basketball players קטגוריה:כדורסלנים מקדונים Macedonian composers קטגוריה:מלחינים מקדונים Macedonian culture קטגוריה:מקדוניה: תרבות Macedonian denar דינר מקדוני Macedonian dynasty השושלת המקדונית Macedonian footballers קטגוריה:כדורגלנים מקדונים Macedonian language מקדונית Macedonian monarchs קטגוריה:מלכי מוקדון Macedonian musicians קטגוריה:מוזיקאים מקדונים Macedonian painters קטגוריה:ציירים יוגוסלבים Macedonian people קטגוריה:מקדונים Macedonian politicians קטגוריה:פוליטיקאים מקדונים Macedonian singers קטגוריה:זמרים מקדונים Macedonian sportspeople קטגוריה:ספורטאים מקדונים Maceió מסייאו Maceo Baston מייסאו באסטון Macerata מצ'רטה Mach מאך Mach number מספר מאך Mach's principle עקרון מאך Machabeli מאצ'בלי Machado de Assis מאשאדו די-אסיס Machado–Joseph disease מחלת מג'דו ג'וזף Machaerus מכוור Machairoceratops מאכיירוצרטופס Machairodontinae שנחרבים Machala מצ'אלה Machanidas מאחאנידס Machbet מחבט Machel Cedenio מאשל סדניו Machel Montano מאשל מונטנו Machete מצ'טה Machi Tawara מאצ'י טאווארה Machicolation משיקולי Machimosaurus מכימוזאורוס Machinal מאכינל Machine מכונה Machine Gun Kelly משין גאן קלי Machine Head Machine Head Machine Head משין הד Machine Man איש המכונה Machine code שפת מכונה Machine gun מקלע Machine guns קטגוריה:מקלעים Machine guns of the Soviet Union קטגוריה:מקלעים סוביטיים ורוסיים Machine guns of the United Kingdom קטגוריה:מקלעים בריטים Machine guns of the United States קטגוריה:מקלעים אמריקאים Machine learning למידה חישובית Machine learning קטגוריה:למידה חישובית Machine translation תרגום מכונה Machines קטגוריה:מכונות Machining עיבוד שבבי Machneh Israel מחנה ישראל Machnovka חסידות מכנובקה Machon Ayalon מכון איילון Machon Meir מכון מאיר Machsom Watch מחסום Watch Machu Picchu מאצ'ו פיצ'ו Machzike Hadath מחזיקי הדת Machzor מחזור תפילה Maciej Lampe מאצ'יי לאמפה Maciej Stryjkowski מאצ'יי סטריקובסקי Maciej Żurawski מאצ'יי ז'וראבסקי Maciejowice מצ'ייוביצה Macintosh מקינטוש Macintosh XL Macintosh XL Macintosh platform קטגוריה:מקינטוש Maciste מצ'יסטה Mack מאק Mack 10 מאק 10 Mack Sennett מאק סנט Mack the Knife מקי סכינאי MackORell/draft1 אסון הייזל Mackenzie מקנזי Mackenzie Bowell מקנזי בוול Mackenzie Crook מקנזי קרוק Mackenzie Foy מקנזי פוי Mackenzie River מקנזי Mackerel מקרל Mackinac Island מאקינאק Mackinawite מקינואיט Macklemore מאקלמור Macky Sall מאקי סאל Macondo מקונדו Macquarie Island מקווארי Macramé מקרמה Macrauchenia מקרוקניה Macrinus מקרינוס Macro מאקרו Macro photography צילום מאקרו Macrobiotic diet מקרוביוטיקה Macrobius מקרוביוס Macrocephaly מקרוצפליה Macrochelys צב אליגטור Macroeconomics מקרו-כלכלה Macroeconomics קטגוריה:מקרו-כלכלה Macromedia מקרומדיה Macromolecule מקרומולקולה Macrophage מקרופאג Macropodidae קנגוריים Macropods קטגוריה:קנגורויים Macroprotodon cucullatus נחש כיפה Macropus קנגורו Macropædia המהדורה החמש-עשרה של אנציקלופדיה בריטניקה Macroscelides ארכף עגול אוזן Macroscelides flavicaudatus ארכף עגול אוזן נמיבי Macroscelides micus ארכף עגול אוזן אטנדקה Macroscelides proboscideus ארכף עגול אוזן קארו Macrotis בילביים Macrovipera צפע גדול Macrovipera lebetina צפע מזרחי Macular degeneration ניוון מקולרי Maculelê מקוללה Macy Gray מייסי גריי Macy's מייסיס Mad מד מגזין Mad About You משתגעים מאהבה Mad Hatter הכובען המטורף Mad Max מקס הזועם Mad Max: Fury Road מקס הזועם: כביש הזעם Mad Men מד מן Mad Pride מצעד השיגעון Mad Season מד סיזן Mad Season קטגוריה:מד סיזן Mad TV מד טי.וי Mad World Mad World Mada'in Saleh מדאאן סאלח Madaba מידבא Madaba Governorate מידבא Madaba Map מפת מידבא Madagascan fish eagle עיטם מדגסקרי Madagascan serpent eagle עיט נחשים מדגסקרי Madagascan wagtail נחליאלי מדגסקרי Madagascar מדגסקר Madagascar קטגוריה:מדגסקר Madagascar תבנית:סדרת סרטי מדגסקר Madagascar 3: Europe's Most Wanted מדגסקר 3 Madagascar Plan תוכנית מדגסקר Madagascar Theatrical Poster.jpg קובץ:Madagascar poster.jpg Madagascar at the Olympics מדגסקר במשחקים האולימפיים Madagascar at the Paralympics מדגסקר במשחקים הפאראלימפיים Madagascar harrier-hawk איה זרונית מדגסקרית Madagascar hissing cockroach תיקן לוחש Madagascar national football team נבחרת מדגסקר בכדורגל Madagascar templates קטגוריה:תבניות ניווט - מדגסקר Madagascar: Escape 2 Africa מדגסקר 2 Madam J. Walker מאדאם סי ג'יי ווקר Madama Butterfly מאדאם באטרפליי Madame Bovary מאדאם בובארי Madame Masque מאדאם מאסק Madame Rosa כל החיים לפניו Madame Tussauds מאדאם טוסו Madame Tussauds Hong Kong מאדאם טוסו הונג קונג Madame de La Fayette מאדאם דה לה פאייט Madame de Pompadour מאדאם דה פומפדור Madame de Sade מאדאם דה-סאד Madame de Saint-Laurent ג'ולי מאדאם דה סן לורן Madame du Barry מאדאם דו בארי Madan מדן Madang מדנג Madara Rider הרוכב ממדרה Madchester מדצ'סטר Maddalena archipelago איי מדלנה Maddan מאדאן Madden מאדן Maddie Ziegler מאדי זיגלר MaddieRhea גאורג פרידריך הנדל Made in China Made in China Made in Dagenham איזה מין שוויון Made in Germany Made in Germany Made in Heaven Made in Heaven Made in Israel Made in Israel Made in Japan Made in Japan Made of Stars Made of Stars Madeira מדיירה Madeira Calheta קלייטה Madeira Island קטגוריה:מדיירה Madeira River מדיירה Madeira Santana סנטנה Madeleine עוגיית מדלן Madeleine Albright מדליין אולברייט Madeleine Barot מדלן בארו Madeleine Kunin מדלן קונין Madeleine Lebeau מדלן לבו Madeleine Leininger מדליין לנינגר Madeleine Stowe מדלין סטו Madeleine de Scudéry מדלן דה סקודרי Madeline מדלנה Madeline Kahn מדלין קאן Madelyne Pryor מדלין פריור Mader מדר Madhero88/Asthma אסתמה Madhhab מד'הב Madhhab קטגוריה:אסכולות השריעה Madhuri Dixit מדהורי דיקסיט Madhya Pradesh מאדהיה פרדש Madhya Pradesh קטגוריה:מאדהיה פרדש Madidi National Park הפארק הלאומי מאדידי Madison מדיסון Madison מרוץ מדיסון Madison Avenue שדרת מדיסון Madison Davenport מדיסון דאבנפורט Madison Keys מדיסון קיז Madison Pettis מדיסון פטיס Madison Square כיכר מדיסון Madison Square Garden מדיסון סקוור גארדן Madmath789/tmp שלשה פיתגורית Madness מאדנס Madness מדנס Madness and Civilization תולדות השיגעון בעידן התבונה Madnessband.jpg קובץ:MadnessBand.jpg Madonna Madonna Madonna המדונה והילד Madonna מדונה Madonna קטגוריה:אלבומי מדונה Madonna קטגוריה:מדונה Madonna קטגוריה:שירי מדונה Madonna תבנית:מדונה Madonna Litta מדונה ליטה Madonna Wayne Gacy מדונה ויין גייסי Madonna dell'Orto מדונה דל'אורטו Madonna di Campiglio מדונה די קמפיליו Madonna di Loreto המדונה של עולי הרגל Madonna with the Long Neck המדונה בעלת הצוואר הארוך Madras treeshrew טופיה מרדסית Madrasa מדרסה Madre de Dios River מדרה דה דיוס Madredeus מדרדאוש Madrid מדריד Madrid קטגוריה:מדריד Madrid Accords הסכמי מדריד Madrid Atocha railway station תחנת אטוצ'ה Madrid Conference of 1991 ועידת מדריד Madrid Deep Space Communications Complex מרכז מדריד לתקשורת חלל עמוק Madrid Derby הדרבי של מדריד Madrid Hotel Ritz מלון ריץ Madrid Metro הרכבת התחתית של מדריד Madrid Plaza Mayor פלאסה מאיור Madrigal מדריגל Madriu-Perafita-Claror Valley עמק מדריאו פרפיטה קלארור Mads Glæsner מאס גלסנר Mads Mikkelsen מאדס מיקלסן Madsen מדסן Madsen machine gun מקלע מדסן Madtsoiidae מדצואידיים Madura מאדורה Madura Strait מצר מאדורה Maduro מדורו Madurodam מדורודם Mae West מיי וסט Maebashi מאבאשי Maelstrom מאלסטרום Maemo Maemo Maersk מארסק Maersk Oil logo.svg קובץ:349px-Maersk logo.svg.png Maeshowe מיס האו Maestral/Plitvice Lakes National Park אגמי פליטביצה Maestro מאסטרו Maestà מאסטה Mafalda מפאלדה Mafia Mafia: The City of Lost Heaven Mafia הרוצח Mafia מאפיה Mafia קטגוריה:המאפיה Mafia II Mafia II Mafia films קטגוריה:סרטי מאפיה Mafiag~enwiki משתמש:Mafiag Mafic מאפי Mafraq מפרק Mafraq Governorate מפרק Magach מגח Magadan מגדן Magadan Oblast מגדן Magain Shalome Synagogue בית הכנסת מגן שלום Magal מגל Magallanes y la Antártica Chilena Region קטגוריה:מגאיאנס ואנטארקטיקה הצ'יליאנית Magan מגן Magas מגאס Magas of Cyrene מגאס מקירנה Magazine כתב עת Magazine מחסנית Magazine editors קטגוריה:עורכי כתבי עת Magazines קטגוריה:כתבי עת Magazines by country קטגוריה:כתבי עת לפי מדינה Magda Goebbels מגדה גבלס Magda Lupescu אלנה לופסקו Magda Olivero מגדה אוליברו Magda Szabó מגדה סאבו Magdala מגדלא Magdalena Abakanowicz מגדלנה אבקאנוביץ' Magdalene asylum בתי המחסה מגדלנה Magdeburg מגדבורג Magdeburg Water Bridge גשר המים של מגדבורג Magdeburg hemispheres חצאי הכדור של מגדבורג Magdeburg rights זכויות מגדבורג Magdi Yacoub מגדי יעקוב Magdiel מגדיאל Magec מאחק Mageia Mageia Magellan מגלן Magellanic Clouds ענני מגלן Magellanic penguin פינגווין מגלן Magellanic plover חופמי מגלני Magellanic woodpecker נקר מגלני Magen Abraham מגן אברהם Magen David Adom מגן דוד אדום Magen David Square כיכר מגן-דוד Magen Lacholeh מגן לחולה Magen Shaul מגן שאול Magenta מג'נטה Maggid דרשנות Maggid shiur ר"מ Maggie Grace מגי גרייס Maggie Gyllenhaal מגי ג'ילנהול Maggie Hassan מגי האסן Maggie McNamara מגי מקנמרה Maggie Q מגי קיו Maggie Roswell מגי רוזוול Maggie Siff מגי סיף Maggie Simpson מגי סימפסון Maggie Smith מגי סמית' Maggie Steed מגי סטיד Maggie Steffens מגי סטפנס Maggie Wheeler מגי וילר Maggio Musicale Fiorentino מאג'ו מוזיקלה פיורנטינו Maggot רימה Maggot therapy טיפול ברימות Maghazi מועזי Maghemite מגהמיט Maghen Abraham Synagogue בית הכנסת מגן אברהם Maghreb מגרב Maghreb–Europe Gas Pipeline צינור הגז מגרב-אירופה Maghrib מגרב Magic Magic Magic כישוף Magic מג'יק Magic קטגוריה:מאגיה Magic קטגוריה:קסמים Magic קסם Magic 8-Ball כדור 8 קסום Magic Circle Music Magic Circle Music Magic Fountain of Montjuïc מזרקת הקסם של מונז'ואיק Magic Johnson מג'יק ג'ונסון Magic Journeys מסעות הקסם Magic Kingdom ממלכת הקסם Magic Mirror מראת קסמים Magic Mountain הר הקסמים Magic Mouse Magic Mouse Magic Software Enterprises מג'יק תעשיות תוכנה Magic Trackpad Magic Trackpad Magic and Loss Magic and Loss Magic carpet שטיח מעופף Magic circle מעגל מאגי Magic hexagon משושה קסם Magic in the Moonlight קסם לאור ירח Magic lantern פנס קסם Magic number מספר קסם Magic of Dungeons & Dragons קסם Magic realism ריאליזם קסום Magic square ריבוע קסם Magic star כוכב קסם Magic word מילת קסם Magic words עזרה:משתנים Magic: The Gathering Magic: The Gathering Magical Mystery Tour Magical Mystery Tour Magical Princess Minky Momo ג'יג'י Magical creatures in Harry Potter הארי פוטר - מונחים#יצורים קסומים Magical thinking בשם המשאלה Magician קוסם Magicians קטגוריה:קוסמים Magicknight94/Nhap ויקיפדיה:סקריפטים Magid מגיד Magik מג'יק Magilus antiquus צינורן השונית Maginot Line קו מאז'ינו Magister equitum מגיסטר אקוויטום Magister militum מגיסטר מיליטום Maglan יחידת מגלן Maglev רכבת ריחוף מגנטי Magma מאגמה Magma מגמה Magma chamber תא מאגמה Magna Carta מגנה כרטה Magna Graecia יוון הגדולה Magnate מגנאט Magnavox Odyssey אודיסיאה Magnes מאגנס Magnesia Prefecture מגנסיה Magnesite מגנזיט Magnesium מגנזיום Magnesium hydroxide מגנזיום הידרוקסיד Magnesium minerals קטגוריה:מינרלי מגנזיום Magnesium oxide תחמוצת המגנזיום Magnesium sulfate מגנזיום גופרתי Magnet מגנט Magnet therapy מגנטותרפיה Magnetar מגנטר Magneti Marelli מאגנטי מרלי Magnetic confinement fusion היתוך בכליאה מגנטית Magnetic declination נטייה מגנטית Magnetic field שדה מגנטי Magnetic ink character recognition קריאת תווים מגנטית Magnetic levitation ריחוף מגנטי Magnetic moment מומנט מגנטי Magnetic monopole מונופול מגנטי Magnetic nanoparticles ננו-חלקיקים מגנטיים Magnetic particle inspection בדיקת חלקיקים מגנטיים Magnetic potential פוטנציאל וקטורי Magnetic resonance תהודה מגנטית Magnetic resonance imaging דימות תהודה מגנטית Magnetic resonance imaging קטגוריה:דימות תהודה מגנטית Magnetic states תבנית:מצבים מגנטיים Magnetic storage מדיה מגנטית Magnetic tape סרט מגנטי Magnetic trap מלכודת מגנטית Magnetism מגנטיות Magnetism קטגוריה:מגנטיות Magnetite מגנטיט Magnetization מגנוט Magneto מגנטו Magnetoencephalography מגנטואנצפלוגרפיה Magnetohydrodynamics מגנטו-הידרודינמיקה Magnetometer מגנטומטר Magnetoplasmadynamic thruster מדחף מגנטו-פלזמי דינמי Magnetosphere מגנטוספירה Magnificat מגניפיקט Magnificent frigatebird פרגטה הדורה Magnifying glass זכוכית מגדלת Magnitogorsk מגניטוגורסק Magnitogorsk Iron and Steel Works מפעלי פלדה מגניטוגורסק Magnitude מגניטודה Magnolia מגנוליה Magnoliopsida דו-פסיגיים קדומים Magnum מגנום Magnum Force הארי המזוהם: כוח המגנום Magnum Photos סוכנות מגנום Magnum opus מגנום אופוס Magnum photographers קטגוריה:צלמי סוכנות מגנום Magnus מגנוס Magnus Barefoot מלך נורווגיה מגנוס השלישי Magnus Carlsen מגנוס קרלסן Magnus Chase and the Gods of Asgard מגנס צ'ייס והאלים של אוסגרד Magnus Haraldsson of Norway מגנוס האראלדסון Magnus Hirschfeld מגנוס הירשפלד Magnus I מלך נורבגיה מגנוס הראשון Magnus I of Sweden מלך שוודיה מגנוס הראשון Magnus II of Norway מלך נורווגיה מגנוס השני Magnus III of Sweden מלך שוודיה מגנוס השלישי Magnus IV of Norway מלך נורווגיה מגנוס הרביעי Magnus IV of Sweden מלך שוודיה מגנוס הרביעי Magnus Lindberg מגנוס לינדברג Magnus V of Norway מלך נורווגיה מגנוס החמישי Magnus VI of Norway מלך נורווגיה מגנוס השישי Magnus effect אפקט מגנוס Magnus the Good מגנוס הראשון Magnus von Eberhardt מגנוס פון אברהרדט Magnuszew מגנושב Mago Barca מאגו ברקה Magog מגוג Magomedali Magomedov מגומדלי מגומדוב Magpie עקעק Magpie goose אווז עורבני Magritte TheSonOfMan.jpg קובץ:Magritte TheSonOfMan.jpg Magshimim מגשימים Maguire מגווייר Maguy Kakon מגי קקון Mah607 עונה Maha Shivaratri מהא שיוורטרי Mahabad מהבאד Mahabharata מהאבהארטה Mahajanga מאהאז'אנגה Mahal מח"ל Mahalalel מהללאל Mahalia Jackson מהליה ג'קסון Mahamadou Diarra מחמדו דיארה Mahanaim מחניים Mahanayim מחניים Mahane Israel מחנה ישראל Mahane Yehuda Market שוק מחנה יהודה Maharam מהר"ם Maharan Frozenfar מהרן פרוזנפר Maharan Radi מהראן ראדי Maharashtra מהאראשטרה Maharashtra קטגוריה:מהאראשטרה Maharashtra Aurangabad אורנגבאד Maharbal מהרבעל Mahari מהר"י Maharishi Mahesh Yogi מהרישי מהש יוגי Maharsha שמואל אליעזר הלוי איידלס Mahatee משתמש:Mahatee Mahatma Gandhi מוהנדס קרמצ'נד גנדי Mahatma Gandhi קטגוריה:מוהנדס קרמצ'נד גנדי Mahayana מהאיאנה Mahdavia זיכרי Mahdi מהדי Mahdist War המלחמה המהדית Mahdist War קטגוריה:המלחמה המהדית Maher al-Assad מאהר אל-אסד Maher-shalal-hash-baz מהר שלל חש בז Mahi-mahi רעמתן כחלחל Mahiedine Mekhissi-Benabbad מאהיידין מחיסי-בנאבאד Mahinda Rajapaksa מהינדה ראג'פקסה Mahindra Axe גרזן Mahjong מה-ג'ונג Mahleb מחלב Mahler Chamber Orchestra התזמורת הקאמרית מאהלר Mahlon and Chilion מחלון וכליון Mahmmoud Kanadil מחמוד קנדיל Mahmoud Abbas מחמוד עבאס Mahmoud Ahmadinejad מחמוד אחמדינז'אד Mahmoud Ahmed מחמוד אחמד Mahmoud Darwish מחמוד דרוויש Mahmoud Hegazy מחמוד איברהים חיג'אזי Mahmoud Jibril מחמוד ג'יבריל Mahmoud Riad מחמוד ריאד Mahmoud Sami el-Baroudi מחמוד סאמי אל-בארודי Mahmoud Tawalbe מחמוד טואלבה Mahmoud Yazbak מחמוד יזבק Mahmoud al-Mabhouh מחמוד אל-מבחוח Mahmoud al-Zahar מחמוד א-זהאר Mahmoud an-Nukrashi Pasha מחמוד פהמי נוקראשי Mahmoudiya Mosque מסגד מחמודיה Mahmud מחמוד Mahmud Al-Nashaf מחמוד א-נאשף Mahmud I מהמוט הראשון Mahmud II מהמוט השני Mahmud al-Kashgari מחמוד אל-כאשע'רי Mahmud of Ghazni מחמוד מע'זנה Mahogany מהגוני Mahran Lala מהראן לאלא Mahseya מחסיה Mai Tai מאי תאי Maia מאיה Maia מיאר Maia Chiburdanidze מאיה צ'יבורדאנידזה Maia Morgenstern מיה מורגנשטרן Maiana מאיאנה Maicon מאייקון Maicon Sisenando מאייקון Maid of Norway Margaret העלמה מנורווגיה מרגרט Maid of the Mist עלמת הערפל Maidan Nezalezhnosti מאידאן נזאלז'נוסטי Maiden flight טיסת בכורה Maiden of Ludmir הבתולה מלודמיר Maiden voyage הפלגת בכורה Maiduguri מידוגורי Maik Zirbes מאיק צירבס Maikel Aerts מייקל אארטס Maikel Nabil Sanad מייקל נביל סנד Maikking משתמש:Maikking Mail דואר Mail מייל Mail שריון שרשראות Mail carrier דוור Mailing list רשימת תפוצה Maillard reaction תגובת מייארד Maimon מימון Maimonides קטגוריה:רמב"ם Maimonides רמב"ם Maimonides Heritage Center מרכז מורשת הרמב"ם Maimonides Medical Center המרכז הרפואי מיימונידס Maimonides Synagogue בית הכנסת הרמב"ם Main מיין Main Intelligence Directorate גה-אר-או Main Page קטגוריה:עמוד ראשי Main Street Electrical Parade התהלוכה החשמלית של הרחוב הראשי Main article תבנית:הפניה לערך מורחב Main battle tank טנק מערכה Main battle tanks קטגוריה:טנקי מערכה Main diagonal אלכסון ראשי Main sequence הסדרה הראשית Main urban areas in New Zealand קטגוריה:ניו זילנד: ערים Main-belt asteroids קטגוריה:חגורת האסטרואידים Maina מיינה Mainau מאינאו Maine מיין Maine קטגוריה:מיין Maine Aroostook County ארוסטוק Maine Augusta אוגוסטה Maine Coon מיין קון Maine Hancock County הנקוק Maine Penobscot County פנובסקוט Maine Portland פורטלנד Maine Red Claws מיין רד קלאוס Maine Somerset County סאמרסט Maine Washington County וושינגטון Maine counties קטגוריה:מיין: מחוזות Maine-et-Loire מן ולואר Mainframe כח המחץ Mainframe computer מחשב מרכזי Mainhattan מיינהטן Mainland serow סרו סיני Mainstream מיינסטרים Mainstreaming שילוב בחינוך Maintenance קטגוריה:תחזוקה Mainz מיינץ Mainz Anonymous האנונימי ממיינץ Maiolica מיוליקה Mairari קיסר אתיופיה מירארי Mairead Maguire מייריד מגוואייר Maisie Williams מייסי ויליאמס Maisit מסית Maison Carrée מייזון קארה Maison de Balzac בית בלזק Maison de Victor Hugo בית ויקטור הוגו Maite Perroni מאיטה פרוני Maize קטגוריה:תירס Maize תירס Maišiagala מיישגולה Maja Jezercë הר יזרצה Majalli Wahabi מגלי והבה Majapahit מג'פהיט Majd al-Krum מג'ד אל-כרום Majdal Shams מג'דל שמס Majdal Yaba מג'דל יאבא Majdanek State Museum המוזיאון הממלכתי במיידנק Majdanek concentration camp מיידנק Majdanek concentration camp קטגוריה:מיידנק Majdanek trials משפטי מיידנק Majdi Halabi היעלמות מג'די חלבי Majel Barrett מייג'ל בארט Majere family תבנית:עץ משפחה מאז'ר Maji Maji Rebellion מרד המאג'י מאג'י Majid Arslan מג'יד ארסלן Majid Shahriari מג'יד שהריארי Majida El Roumi מאג'דה א-רומי Majlinda Kelmendi מאילינדה קלמנדי Major מז'ור Major מייג'ור Major Konoha.jpg תמונה:Major Konoha.jpg Major League Baseball MLB Major League Baseball All-Century Team קבוצת המאה של המייג'ור ליג בייסבול Major League Baseball Most Valuable Player Award MVP של ה-MLB Major League Baseball first basemen קטגוריה:שחקני בסיס ראשון Major League Baseball pitchers קטגוריה:מגישים Major League Baseball teams קטגוריה:קבוצות MLB Major League Baseball third basemen קטגוריה:שחקני בסיס שלישי Major League Soccer MLS Major League Soccer קטגוריה:MLS Major League Soccer All-Star Game משחק האולסטאר של ה-MLS Major League Soccer MVPs קטגוריה:זוכי פרס ה-MVP של ה-MLS Major League Soccer awards קטגוריה:פרסי MLS Major League Soccer stadiums תבנית:אצטדיוני ה-MLS Major League Soccer teams קטגוריה:קבוצות MLS Major Mining Sites of Wallonia אתרי המכרות העיקריים בוולוניה Major Mitchell's cockatoo קקדו לבן-ציצית Major basilica הבזיליקות הפטריארכליות Major characters in The Railway Series סדרת הרכבות - דמויות Major chord אקורד מז'ורי Major depressive disorder דיכאון קליני Major general מייג'ור גנרל Major histocompatibility complex MHC Major non-NATO ally בעלת ברית עיקרית שאינה בנאט"ו Major scale סולם מז'ורי Major suit סדרת מייג'ור Majorca מיורקה Majorca Palma פלמה דה מיורקה Majorca Palma קטגוריה:פלמה דה מיורקה Majorca Sport in Palma קטגוריה:פלמה דה מיורקה: ספורט Majorization מיוריזציה Majulah Singapura המנון סינגפור Majuro מג'ורו Makalu מקלו Makam al-Nabi Sain Mosque מקאם א-נבי סעין Makarapa מקאראפה Makarios III מקאריוס השלישי Makarov חסידות מקארוב Makarov pistol מאקארוב PM Makassar מקאסאר Makassar Strait מצר מקאסאר Make Her Say Make Her Say Make It Make It Make It Pop מייק איט פופ Make Mine Music הבה לי מוזיקה Make You Feel My Love Make You Feel My Love Make-A-Wish Foundation משאלת לב Make-up artists קטגוריה:מאפרים Makecat משתמש:Makecat Makecat-bot משתמש:Makecat-bot Makedonikos B.C. מקדוניקוס Makemake מאקה-מאקה Maker culture Makers Makes Me Wonder Makes Me Wonder Makeyev Rocket Design Bureau משרד התכנון מאקייב Makhachkala מחצ'קלה Makharadze מחרדזה Makhlouf Eldaoudi מכלוף אלדאודי Makhtesh מכתש סחיפה Makhtesh Ramon מכתש רמון Makhul מכחול Maki המפלגה הקומוניסטית הישראלית Makiivka מקייבקה Makin Island raid הפשיטה על מקין Making Movies Making Movies Making of a Godol עשייתו של גדול Makkot מסכת מכות Mako מאקו Mako Iwamatsu מאקו Makonnen Endelkachew מקונן אנדלקטצ'או Makonnen Wolde Mikael מקונן וולדה Makor Rishon מקור ראשון Makoto Hasebe מקוטו האסבה Makoto Kobayashi מקוטו קובאיאשי Makram Khoury מכרם ח'ורי Maksim Dunayevsky מקסים דונייבסקי Maksim Grigoryev מקסים גריגורייב Maksim Shatskikh מקסים שצקיך Maksim Skavysh מקסים סקאביש Maksym Kryvonis מקסים קריבונוס Maktoum bin Rashid Al Maktoum מכתום בן ראשד אאל מכתום Maku מאקו Makuya מקויה Makó מאקו Maków Mazowiecki מקוב מזובייצקי Mal Whitfield מל ויטפילד Mala Zimetbaum מלה צימטבאום Malabar מלבר Malabar Coast חוף מלבר Malabar grey hornbill קלאו מלבר אפור Malabar large-spotted civet זבד הודי מלברי Malabar pied hornbill קלאו עקוד Malabar region מלבר Malabo מלאבו Malacca מלאקה Malacca City מלאקה Malachi מלאכי Malachi ben Jacob HaKohen מלאכי הכהן Malachite מלכיט Malacostraca סרטנים עילאיים Malacostraca קטגוריה:סרטנים עילאיים Maladera insanabilis מלדרה מטרידה Malagarasi River נהר מלגרסי Malagasy ariary אריארי Malagasy civet זבד מלגשי Malagasy culture קטגוריה:מדגסקר: תרבות Malagasy franc פרנק מלגשי Malagasy kingfisher שלדג מלגשי Malagasy language מלגשית Malagasy people מלגשים Malagasy people קטגוריה:מדגסקר: אישים Malagasy politicians קטגוריה:פוליטיקאים מלגשים Malakal מלקאל Malakal קטגוריה:מלקאל Malakal Airport נמל התעופה מלקאל Malakhi Junction צומת מלאכי Malala Yousafzai מלאלה יוספזאי Malanje מלאנז'ה Malaria מלריה Malaria קטגוריה:מלריה Malariologists קטגוריה:מלריולוגים Malaryta מלריטה Malarz pl משתמש:Malarz pl Malatestiana Library ספריית מלאטסטיאנה Malatya מלטיה Malavsky Family משפחת מלבסקי Malawach מלאווח Malawi מלאווי Malawi קטגוריה:מלאווי Malawi FA תמונה:100px-Malawi FA.gif Malawi FA.png תמונה:100px-Malawi FA.gif Malawi at the Olympics מלאווי במשחקים האולימפיים Malawi national football team נבחרת מלאווי בכדורגל Malawi templates קטגוריה:תבניות ניווט - מלאווי Malawian people קטגוריה:מלאווים Malawian politicians קטגוריה:פוליטיקאים מלאווים Malaxa מאלאקסה Malay Archipelago הארכיפלג המלאי Malay Peninsula חצי האי המלאי Malay language מלאית Malayalam מלאיאלאם Malayan Campaign קרב מלאיה Malayan civet זבד מלאי Malayan tapir טפיר אסייתי Malayan tiger טיגריס מלאי Malayan weasel סמור מלאי Malaysia מלזיה Malaysia קטגוריה:מלזיה Malaysia Airlines מלזיה איירליינס Malaysia Airlines Flight 17 טיסה 17 של מלזיה איירליינס Malaysia Airlines Flight 370 טיסה 370 של מלזיה איירליינס Malaysia at the Olympics מלזיה במשחקים האולימפיים Malaysia at the Paralympics מלזיה במשחקים הפאראלימפיים Malaysia location map templates קטגוריה:תבניות מיפוי לפי מדינות: מלזיה Malaysia national basketball team נבחרת מלזיה בכדורסל Malaysia national football team נבחרת מלזיה בכדורגל Malaysia templates קטגוריה:תבניות ניווט - מלזיה Malaysian cuisine קטגוריה:המטבח המלזי Malaysian culture קטגוריה:מלזיה: תרבות Malaysian people קטגוריה:מלזים Malaysian politicians קטגוריה:פוליטיקאים מלזים Malaysian socialites קטגוריה:אנשי בוהמה אמריקאים Malaysia–Qatar relations יחסי מלזיה-קטר Malbec מלבק Malbim מלבי"ם Malbork Castle טירת מאלבורק Malcev algebra אלגברת מלצב Malchiel Gruenwald מלכיאל גרינוולד Malcolm Arnold מלקולם ארנולד Malcolm Baldrige Jr. הווארד בולדרייג' Malcolm Fraser מלקולם פרייזר Malcolm Gladwell מלקולם גלדוול Malcolm Hoenlein מלקולם הונליין Malcolm I of Scotland מלך סקוטלנד מלקולם הראשון Malcolm III of Scotland מלך סקוטלנד מלקולם השלישי Malcolm IV of Scotland מלך סקוטלנד מלקולם הרביעי Malcolm Lowry מלקולם לאורי Malcolm Macdonald מלקולם מקדונלד Malcolm McDowell מלקולם מקדואל Malcolm McLaren מלקולם מקלארן Malcolm Reed מלקולם ריד Malcolm Sargent מלקולם סרג'נט Malcolm Thomas מלקולם תומאס Malcolm Toon מלקולם טון Malcolm Turnbull מלקולם טרנבול Malcolm X מלקולם אקס Malcolm de Chazal מלקולם דה שאזאל Malcolm in the Middle מלקולם באמצע Malcolm-Jamal Warner מלקולם-ג'מאל וורנר Malcolmia מלקולמייה Malcom מלקום Malcov מלקוב Malden מאלדן Malden Island מאלדן Maldini מלדיני Maldives האיים המלדיביים Maldives קטגוריה:המלדיביים Maldives at the Olympics המלדיביים במשחקים האולימפיים Maldives national football team נבחרת המלדיביים בכדורגל Maldivian politicians קטגוריה:פוליטיקאים מלדיביים Male זכר Male breast cancer סרטן השד בגברים Male genital disorders קטגוריה:מחלות איברי המין הגבריים Male lactation חלב זכר Male models קטגוריה:דוגמנים Male prostitution זנות גברית Maleficent מליפיסנט Malekith the Accursed מלקית' הארור Malena Alterio מלנה אלטריו Malena Ernman מאלנה ארנמן Maleo מלאו Malha מלחה Malha Arena היכל הספורט מלחה Malha Mall קניון ירושלים Mali מאלי Mali קטגוריה:מאלי Mali Federation הפדרציה של מאלי Mali at the Olympics מאלי במשחקים האולימפיים Mali at the Paralympics מאלי במשחקים הפאראלימפיים Mali national basketball team נבחרת מאלי בכדורסל Mali national football team נבחרת מאלי בכדורגל Mali templates קטגוריה:תבניות ניווט - מאלי MaliPresidents תבנית:ראשי המדינה של מאלי Malian Première Division ליגת העל של מאלי Malian basketball players קטגוריה:כדורסלנים מאליים Malian footballers קטגוריה:כדורגלנים מאלים Malian people קטגוריה:מאלים Malian politicians קטגוריה:פוליטיקאים מאלים Malian singers קטגוריה:מוזיקאים ממאלי Malian sportspeople קטגוריה:ספורטאים מאלים Malibu מליבו Malic acid חומצה מאלית Malice כוונת זדון Malice n Wonderland Malice n Wonderland Malignant narcissism נרקיסיזם ממאיר Malik-Shah I מלכשאה הראשון Maliki האסכולה המאלכית Malin Moström מאלין מוסטרם Malin Åkerman מאלין אקרמן Malinois dog רועה בלגי Malinowski מלינובסקי Malka Lee מלכה לי Malka Rokeach מלכה רוקח Malke Bina מלכה בינה Malkhaz Akishbaia מלחז אקישבאיה Malkhaz Asatiani מלחז אסתיאני Malkia מלכיה Malkiel Kotler אריה מלכיאל קוטלר Malkin מלכין Malkishua מלכישוע Mallampati score מדד מלמפטי Mallard ברכיה Malleability חשילות Malleefowl ליפואה Malleus Maleficarum פטיש המכשפות Mallian Campaign המצור על עיר המאלים Mallory מלורי Mallory Square כיכר מלורי Mallrats עכברי הקניון Malmedy massacre טבח מלמדי Malmö מאלמה Malmö קטגוריה:מאלמה Malmö FF מאלמה Malmö FF players קטגוריה:כדורגלני מאלמה Malmö Stadion אצטדיון מאלמה Malmö Symphony Orchestra התזמורת הסימפונית של מאלמה Malnutrition תת-תזונה Malo מכוטוס Maloca מאלוקה Maloideae תפוחיים Maloof family משפחת מאעלוף Malpelo Island מלפלו Malpighia glabra אסרולה Malpighiaceae מלפיגיים Malpighiaceae קטגוריה:מלפיגיים Malpighiales מלפיגאים Malpighiales קטגוריה:מלפיגאים Malpolon monspessulanus תלום-קשקשים מצוי Malt לתת Malt beer מאלט Malta מלטה Malta קטגוריה:מלטה Malta Freeport הנמל החופשי של מלטה Malta International Airport נמל התעופה הבינלאומי של מלטה Malta Memorial אנדרטת מלטה Malta National Museum of Archaeology המוזיאון הארכאולוגי הלאומי Malta National Museum of Fine Arts המוזיאון הלאומי לאמנות יפה Malta at the Olympics מלטה במשחקים האולימפיים Malta in the Eurovision Song Contest מלטה באירוויזיון Malta national basketball team נבחרת מלטה בכדורסל Malta national football team נבחרת מלטה בכדורגל Malta templates קטגוריה:תבניות ניווט - מלטה Maltese כלב מלטזי Maltese Premier League ליגת העל המלטזית Maltese architects קטגוריה:אדריכלים מלטזים Maltese cross צלב מלטה Maltese culture קטגוריה:מלטה: תרבות Maltese footballers קטגוריה:כדורגלנים מלטזים Maltese language מלטית Maltese people מלטזים Maltese people קטגוריה:מלטזים Maltese politicians קטגוריה:פוליטיקאים מלטזים Maltese prehistory קטגוריה:מלטה: פרהיסטוריה Maltese singers קטגוריה:זמרים מלטזים Malthusianism מלתוסיאניזם Maltodextrin מלטודקסטרין Maltose מלטוז Maluku Islands איי מאלוקו Malum in se רע כשלעצמו Malum prohibitum רע כי נאסר Malva חלמית Malvaceae חלמיתיים Malvaceae קטגוריה:חלמיתיים Malvales חלמיתאים Malvales קטגוריה:חלמיתאים Malvina Major מלווינה מייג'ור Malware נוזקה Malware קטגוריה:תוכנות זדוניות Malwarebytes Anti-Malware Malwarebytes' Anti-Malware Maly Theatre תיאטרון מאלי Maly Trostenets extermination camp מאלי טרוסטינץ Malygina Strait מצר מאליגין Malyn מאלין Malé מאלה Malév Flight 240 טיסה 240 של מאלב Malév Hungarian Airlines נתיבי אוויר הונגריים מאלב Mamadou Sakho ממאדו סאקו Mamai ממאי Maman ממן Mamayev Kurgan גבעת מאמייב Mamba ממבה Mamdu User:Mamdu Mamele מאמעלע Mamelodi Sundowns F.C. ממלודי סאנדאונס Mamelodi Sundowns F.C. players קטגוריה:כדורגלני ממלודי סאנדאונס Mamenchisaurus ממנצ'יזאורוס Mamertine Prison כלא מאמרטינום Mami מאמי Mamie Eisenhower מיימי אייזנהאואר Mamie Gummer מיימי גאמר Mamilla ממילא Mamilla Cemetery בית הקברות ממילא Mamilla Mall שדרת אלרוב ממילא Mamilla Pool בריכת ממילא Mamkhegh מאמחיר' Mamluk ממלוכים Mamluk Dynasty השושלת הממלוכית של דלהי Mamluk Sultanate הסולטנות הממלוכית Mamluk Sultanate קטגוריה:הסולטנות הממלוכית Mamluks קטגוריה:ממלוכים Mamma Mia מאמה מיה Mamma Mia! מאמא מיה! Mamma Mia! מאמה מיה! Mamma Roma מאמא רומא MammaPrint ממפרינט Mammal יונקים Mammal stubs קטגוריה:קצרמר יונקים Mammalogy ממלוגיה Mammals קטגוריה:יונקים Mammals תבנית:יונקים Mammals by continent קטגוריה:יונקים לפי יבשת Mammals by country קטגוריה:יונקים לפי מדינות Mammals of Africa קטגוריה:אפריקה: יונקים Mammals of Asia קטגוריה:אסיה: יונקים Mammals of Australia קטגוריה:אוסטרליה: יונקים Mammals of Brazil קטגוריה:ברזיל: יונקים Mammals of Canada קטגוריה:קנדה: יונקים Mammals of Central America קטגוריה:אמריקה המרכזית: יונקים Mammals of China קטגוריה:סין: יונקים Mammals of Ecuador קטגוריה:אקוודור: יונקים Mammals of Europe קטגוריה:אירופה: יונקים Mammals of Indonesia קטגוריה:אינדונזיה: יונקים Mammals of North America קטגוריה:אמריקה הצפונית: יונקים Mammals of Oceania קטגוריה:אוסטרליה ואוקיאניה: יונקים Mammals of Russia קטגוריה:רוסיה: יונקים Mammals of South Africa קטגוריה:דרום אפריקה: יונקים Mammals of South America קטגוריה:אמריקה הדרומית: יונקים Mammals of South Asia קטגוריה:תת-היבשת ההודית: יונקים Mammals of Southeast Asia קטגוריה:דרום-מזרח אסיה: יונקים Mammals of the Arctic קטגוריה:האזור הארקטי: יונקים Mammary gland בלוטת חלב Mammography ממוגרפיה Mammon ממון Mammoth ממותה Mammoth Cave National Park הפארק הלאומי מערת מאמות' Mamoiada ממויידה Mamoré River ממורה Mamoudzou מאמודזו Mamoun University for Science and Technology אוניברסיטת אל-מאמון Mamram ממר"ם Mamre אלוני ממרא Mamshit ממשית Mamzer ממזר Man אדם Man גבר Man מן Man Booker Prize פרס מאן בוקר Man Booker Prize-winning works קטגוריה:ספרים שזכו בפרס מאן בוקר Man Down Man Down Man Equals Man אדם הוא אדם Man Kills X-Men: God Loves האדם הורג אקס-מן: האל אוהב Man Mo Temple מקדש מאן מו Man Ray מאן ריי Man deamar משתמש:מאן דאמר Man in the Iron Mask האיש במסכת הברזל Man in the Mirror Man in the Mirror Man of La Mancha איש למנשה Man of Steel איש הפלדה Man of the Year איש השנה Man on the Moon II: The Legend of Mr. Rager Man on the Moon II: The Legend of Mr. Rager Man on the Moon: The End of Day Man on the Moon: The End of Day Man or Muppet Man or Muppet Man page Man Man with No Name האיש ללא שם Man's Rights in the Family Party רע"ש - זכויות הגבר במשפחה Man's Search for Meaning האדם מחפש משמעות Man-Ape אדם-קוף Man-Bat אדם-עטלף Man-eater בעלי חיים אוכלי אדם Man-in-the-middle attack התקפת אדם באמצע Man-to-man defense הגנה אישית ManBatCv3.jpg קובץ:ManBatCv3.jpg Mana מנה Mana Pools National Park הפארק הלאומי בריכות מאנה Manaf Tlass מנאף טלאס Management ניהול Management קטגוריה:ניהול Management consultants קטגוריה:יועצים ארגוניים Management consulting ייעוץ אסטרטגי Management consulting קטגוריה:ייעוץ ארגוני Management consulting firms קטגוריה:חברות ייעוץ אסטרטגי Management information base MIB Management information system מערכת מידע ניהולי Management of heart failure טיפול באי ספיקת לב Management of ulcerative colitis קוליטיס כיבית Manager מנג'ר Managing directors of the International Monetary Fund קטגוריה:ראשי קרן המטבע הבינלאומית Managua מנגואה Manaj2 משתמש:Manaj2 Manakin מנקיניים Manal al-Sharif מנאל א-שריף Manama מנאמה Manama קטגוריה:מנאמה Manara מנרה Manasseh מנשה Manasseh of Judah מנשה Manatee תחש נהרות Manatuto District מנטוטו Manaudou מנודו Manaus מנאוס Manaus קטגוריה:מנאוס Manawatu-Wanganui מנוואטו-ונגנאוי Mancala מנקלה Manche מאנש Manchester מנצ'סטר Manchester קטגוריה:מנצ'סטר Manchester 62 F.C. מנצ'סטר 62 Manchester Airport נמל התעופה מנצ'סטר Manchester Camerata הקמראטה של מנצ'סטר Manchester City F.C. מנצ'סטר סיטי Manchester City F.C. קטגוריה:מנצ'סטר סיטי Manchester City F.C. managers קטגוריה:מאמני מנצ'סטר סיטי Manchester City F.C. players קטגוריה:כדורגלני מנצ'סטר סיטי Manchester Mark 1 מנצ'סטר סימן 1 Manchester Metrolink מנצ'סטר מטרו-לינק Manchester Small-Scale Experimental Machine המכונה הניסיונית קטנת המידות של מנצ'סטר Manchester United F.C. מנצ'סטר יונייטד Manchester United F.C. קטגוריה:מנצ'סטר יונייטד Manchester United F.C. managers קטגוריה:מאמני מנצ'סטר יונייטד Manchester United F.C. players קטגוריה:כדורגלני מנצ'סטר יונייטד Manchester code קוד מנצ'סטר Manchester derby הדרבי של מנצ'סטר Manchu language מנצ'ורית Manchukuo מנצ'וקוו Manchuria מנצ'וריה Mancini/Subnetwork Subnet mask Manco Cápac מאנקו קאפאק Mandaeans מנדעים Mandaic language מנדעית Mandala מנדלה Mandalay Bay מפרץ מאנדליי Mandarin מנדרין Mandarin Chinese מנדרינית Mandarin duck מנדרין סיני Mandarin orange מנדרינה Mandarin-language films קטגוריה:סרטים במנדרינית Mandarinfish מנדרין Mandate מנדט Mandate of Heaven מנדט השמים Mandatory Palestine המנדט הבריטי Mandatory Palestine קטגוריה:המנדט הבריטי Mandatory Palestine Beersheba Subdistrict נפת באר שבע Mandatory Palestine Beisan Subdistrict נפת ביסאן Mandatory Palestine Gaza Subdistrict נפת עזה Mandatory Palestine Haifa Subdistrict נפת חיפה Mandatory Palestine Hebron Subdistrict נפת חברון Mandatory Palestine Jaffa Subdistrict נפת יפו Mandatory Palestine Jerusalem Subdistrict נפת ירושלים Mandatory Palestine Nazareth Subdistrict נפת נצרת Mandatory Palestine Ramle Subdistrict נפת רמלה Mandatory Palestine Safad Subdistrict נפת צפת Mandatory Palestine Tiberias Subdistrict נפת טבריה Mandatory Palestine Tulkarm Subdistrict נפת טולכרם Mandatory Palestine national football team נבחרת ארץ ישראל בכדורגל Mandel מנדל Mandel Szkolnikoff מנדל שקולניקוף Mandela מנדלה Mandela: Long Walk to Freedom מנדלה - הדרך הארוכה אל החופש Mandelbaum מנדלבאום Mandelbaum Gate שער מנדלבאום Mandelbrot מנדלברוט Mandelbrot set קבוצת מנדלברוט Mandelstam מנדלשטם Manderlay מנדרליי Mandible בעלי לסתות Mandibular advancement splint התקן לקידום הלסת Mandibulata בעלי לסתות Mandinka people מנדינקה Mandola מנדולה Mandolin מנדולינה Mandragora דודא Mandragora officinarum דודא רפואי Mandrill מנדריל Mandrillus מנדריל Mandriva Linux מנדריבה לינוקס Mandukhai Khatun מנדוחאי חאטון Mandy מאנדי Mandy Moore מנדי מור Mandy Patinkin מנדי פטינקין Manea Mănescu מאניה מנסקו Maned owl ינשוף הרעמה Maned rat חולדת הרעמה Maned sloth עצלן רעמתי Maned wolf זאב הרעמה Maneki-neko מנקי נקו Manetho מנתון Manfalut מנפלוט Manfred Aschner מנפרד אשנר Manfred Bietak מנפרד ביטאק Manfred Binz מנפרד בינץ Manfred Burgsmüller מנפרד בורגסמולר Manfred Gerlach מנפרד גרלך Manfred Gerstenfeld מנפרד גרסטנפלד Manfred Honeck מנפרד הונק Manfred Kaltz מנפרד קאלץ Manfred Mann מנפרד מן Manfred Müller מנפרד מילר Manfred Symphony סימפוניית מנפרד Manfred von Richthofen מנפרד פון ריכטהופן Manga מאנגה Manga קטגוריה:מאנגה Manga artists קטגוריה:אמני מאנגה Manga series קטגוריה:סדרות מאנגה Mangal מנגל Mangal Pandey מנגל פאנדי Manganese מנגן Manger Square כיכר מאנגר Mangifera indica מנגו Mangle מעגילה Mango מנגו Mangrove מנגרובים Manhatta מנהטה Manhattan מנהטן Manhattan קטגוריה:מנהטן Manhattan Bridge גשר מנהטן Manhattan Chinatown צ'יינהטאון Manhattan East Village איסט וילג' Manhattan East Village קטגוריה:איסט וילג' Manhattan Life Insurance Building בניין חברת הביטוח מנהטן לייף Manhattan Little Italy איטליה הקטנה Manhattan Municipal Building בניין מנהטן מוניציפל Manhattan Murder Mystery תעלומת רצח במנהטן Manhattan NoHo נוהו Manhattan Project פרויקט מנהטן Manhattan Project קטגוריה:פרויקט מנהטן Manhattan Project people קטגוריה:עובדי פרויקט מנהטן Manhattan School of Music בית הספר מנהטן למוזיקה Manhattan School of Music faculty קטגוריה:סגל בית הספר למוזיקה של מנהטן Manhattan SoHo סוהו Manhattan Union Square כיכר יוניון Manhattan Washington Heights קטגוריה:וושינגטון הייטס Manhigut Yehudit מנהיגות יהודית Manhole מנהול Manhunter הצייד Mani מני Mani Leib מני לייב Mania מאניה Maniac Mansion אחוזת המטורפים Manic Street Preachers מאניק סטריט פריצ'רז Manichaeism מניכאיזם Maniche מאניש Manicoré מאניקורה Manicure מניקור Manie Maritz מאני מאריץ Manifest destiny הייעוד הגלוי Manifest file קובץ מניפסט Manifesto מנשר Manifesto of Futurism תעודת היסוד והמאניפסט של הפוטוריזם Manifesto of the Ninety-Three מנשר התשעים ושלושה Manifold יריעה Manihiki מניהיקי Maniitsoq מאניצוק Manila מנילה Manila Bay מפרץ מנילה Manila galleon הגליאון של מנילה Manila shawl מנטון Manilla Road מאנילה רואד Maniple מאניפולוס Manipulation מניפולציה Manipur מניפור Manipur bush quail שליו בוש מניפורי Manis פנגולין Manisa מניסה Manisa Soma סומה Manisaspor footballers קטגוריה:כדורגלני מאניסאספור Manischewitz מנישביץ Manitoba מניטובה Manitoba קטגוריה:מניטובה Manitoba Brandon ברנדון Manitoba Churchill צ'רצ'יל Manitoba Thompson תומפסון Manitoba Winkler וינקלר Manitoulin Island מאניטולין Manius Aquillius מניוס אקוויליוס Mankiala מנקיאלה Mankin מנקין Mankind: The Story of All of Us האנושות: הסיפור של כולנו Manmohan Singh מאנמוהאן סינג Mann מאן Manna מן Manne Siegbahn מאנה סיגבאן Manneken Pis מאנקן פיס Manner of articulation אופן חיתוך Mannerheim Line קו מנרהיים Mannerism מנייריזם Mannerist artists קטגוריה:אמנים מנייריסטים Mannheim מנהיים Mannheim school אסכולת מנהיים Manning Bartlett/Sense rewrite חוש Manning Rangers F.C. מנינג רנג'רס Manning formula משוואת מנינג Mannose מנוז Manny Mori מאני מורי Manny Pacquiao מני פקיאו Manny Shinwell עמנואל שינוול Mano Maritime מנו ספנות Mano Menezes מאנו מנזס Manoah מנוח Manoah Leide-Tedesco מנוח ליידה-טדסקו Manoel Island מנואל Manoel Theatre תיאטרון מנואל Manof מנוף Manolache Costache Epureanu מנולאקה קוסטאקה יפוריאנו Manolis Rasoulis מנוליס רסוליס Manolo Gabbiadini מנולו גאביאדיני Manometer מנומטר Manon Lescaut מנון לסקו Manor מנור Manor Ground מאנור גראונד Manor Hassan מנור חסן Manor house אחוזה Manorial Society of Great Britain החברה המנוריאלית של בריטניה Manorialism מנוריאליזם Manos Hatzidakis מאנוס חג'ידאקיס Manot Cave מערת מנות Manouchehr Mottaki מנוצ'הר מותכי Manovo-Gounda St. Floris National Park הפארק הלאומי מנובו-גונדה סנט פלוריס Manowar Manowar Manpower Directorate אגף כוח האדם ManpowerDirectorateChiefs תבנית:ראשי אכ"א ManpowerGroup מנפאואר Manra Island מנרה Mansabdar מנסבדר Mansell מנסל Mansfield מנספילד Mansfield Park מנספילד פארק Manshiya Zabda מנשייה זבדה Manshiyat Naser עיר הזבל Mansion אחוזה Manslaughter הריגה Manson מנסון Mansour מנצור Mansplaining הסגברה Manspreading Manspreading Mansur מנצור Mansus מנסוס Manta ray מנטה Mantel clock שעון אח Mantell UFO incident תקרית מנטל Mantellidae מנטליים Manti מנטו Manticore מנטיקור Mantineia מנטיניאה Mantis גמלי שלמה Mantis shrimp חסילון מנטיס Mantle מנטל Mantle מעטפת כדור הארץ Mantle convection זרמי הערבול Mantle plume תימרת מעטפת Mantled guereza קולובוס גרזה Mantling מעטה Manto Mavrogenous מנטו מברוגנוס Manto Tshabalala-Msimang מנטו צ'באללה מסימאנג Mantodea קטגוריה:גמלי שלמה Mantoux test מבחן מנטו Mantra מנטרה Mantua מנטובה Manu מאנו Manu מנו Manu Bennett מנו בנט Manu Chao מאנו צ'או Manu Ginóbili מאנו ג'ינובילי Manu Smriti חוקי מנו Manual of Style ויקיפדיה:מדריך לעיצוב דפים Manual of Style/Accessibility ויקיפדיה:נגישות Manual of Style/Biographies ויקיפדיה:מדריך לעיצוב דפים/ביוגרפיות Manual of Style/Dates and numbers ויקיפדיה:תאריכים Manual of Style/Images עזרה:עיצוב תמונות Manual of Style/Layout ויקיפדיה:עריכה טכנית Manual of Style/Trivia sections ויקיפדיה:הימנעו מפסקאות טריוויה Manual of Style/Words to watch ויקיפדיה:כיצד להימנע מחמקמילים Manual of Style/Words to watch/Config ויקיפדיה:בדיקה אוטומטית Manubot משתמש:Manubot Manuel מנואל Manuel Almunia מנואל אלמוניה Manuel Amechazurra מנואל אמצ'סורה Manuel Amoros מנואל אמורוס Manuel Azaña מנואל אסאניה Manuel Bandeira מנואל בנדרה Manuel Belgrano מנואל בלגראנו Manuel Blum מנואל בלום Manuel Castells מנואל קסטלס Manuel Clares מנולו קלארס Manuel Ferraz de Campos Sales קמפוס סאלס Manuel García מנואל גארסיה Manuel García מנואל גארסיה השני Manuel Golmayo Torriente מנואל גולמאיו טוריאנטה Manuel González Flores מנואל גונסאלס Manuel I Komnenos קיסר האימפריה הביזנטית מנואל הראשון Manuel I of Portugal מלך פורטוגל מנואל הראשון Manuel II Palaiologos קיסר האימפריה הביזנטית מנואל השני Manuel II of Portugal מלך פורטוגל מנואל השני Manuel Iturra מנואל איטורה Manuel Joël מנואל יואל Manuel Kantakouzenos מנואל קנטקוזנוס Manuel Marulanda מנואל מרולנדה Manuel Montt מנואל מונט Manuel Neira מנואל ניירה Manuel Neuer מנואל נוייר Manuel Noriega מנואל נורייגה Manuel Pellegrini מנואל פלגריני Manuel Portela Valladares מנואל פורטלה ולדרס Manuel Puig מנואל פואיג Manuel Rosenthal מנואל רוזנטל Manuel Sanchís Hontiyuelo מנולו סאנצ'יס Manuel Trajtenberg מנואל טרכטנברג Manuel Valls מנואל ואלס Manuel Velázquez מנואל ולאסקס Manuel Zelaya מנואל סלאיה Manuel de Almeida מנואל דה אלמיידה Manuel de Falla מנואל דה פאיה Manuel de Pedrolo מנואל דה פדרולו Manuel dos Reis Machado מסטרה בימבה Manuel Álvarez Bravo מנואל אלוורס בראבו Manuel Ávila Camacho מנואל אבילה קמאצ'ו Manuela Dviri מנואלה דבירי Manuela Stellmach מנואלה סטלמך Manuela Trasobares מנואלה טרסוברס Manuele Blasi מנואלה בלאסי Manueline גותיקה מנואלינית Manufacturers Association of Israel התאחדות התעשיינים בישראל Manufacturing ייצור Manufacturing קטגוריה:ייצור Manufacturing process management הנדסת ייצור Manufahi District מנופני Manumg משתמש:Manumg Manure זבל Manuscript כתב יד Manuscripts קטגוריה:כתבי יד Manuscripts of the National Library of Israel קטגוריה:אוסף הספרייה הלאומית Manute Bol מאנוט בול Manx cat מנקס Manx language מאנית Many Too Many Many Too Many Many-scaled anole אנוליס מפרץ דולסה Many-worlds interpretation פירוש העולמות המרובים Manya Shochat מניה שוחט Manych River מאניץ' Manzanillo מנסניו Manzhouli מנג'ואולי Maná מנה Manès Sperber מאנס שפרבר Manú National Park הפארק הלאומי מנו Mao מאו Mao II מאו II Mao Zedong מאו דזה-דונג Mao Zedong קטגוריה:מאו דזה-דונג Maoism מאואיזם Maon מעון Maon Synagogue בית הכנסת העתיק במעון Maor מאור Maor Buzaglo מאור בוזגלו Maor Melikson מאור מליקסון Maor Tiyouri מאור טיורי Maor X משתמש:Maor X Maoz Haim מעוז חיים Maoz Haim Synagogue בית הכנסת העתיק במעוז חיים Maoz Vegetarian מעוז Map מפה Map Room חדר המפות Map of Juan de la Cosa מפת חואן דה לה קוסה Map of same-sex marriage in the United States תבנית:מפת מעמד חוקי של זוגיות חד-מינית בארצות הברית Map projection היטל Map types קטגוריה:סוגי מפות Mapa מפה - מיפוי והוצאה לאור Mapai מפא"י Mapam מפ"ם Mapfre Stadium אצטדיון קולומבוס קרו Maple Maple Maple אדר Maple מייפל Maple Flag מייפל פלאג Maple Leaf Gardens מייפל ליף גארדנס Maple leaf עלה עץ אדר Maple syrup סירופ מייפל Maple syrup urine disease מחלת סירופ מייפל MapleStory מייפל סטורי Maponos מאפונוס Mappa mundi מפה מונדי Mapping מיפוי Mappiq מפיק Maps Maps Maps קטגוריה:מפות Maps of Ancient Israel כנען כפי שנשלטה הן בימי אברהם הן בתקופת ישראל עם התחנות והאומות הגובלות בה Maps of Jerusalem קטגוריה:מפות ירושלים Maps of the history of Israel קטגוריה:מפות ארץ ישראל Mapuche מפוצ'ה Mapusaurus מפוזאורוס רוסה Maputo מפוטו Maqama מקאמה Maqbaratoshoara מאוזוליאום המשוררים Maqluba מקלובה Maquis מאקי Mar Elias מאר אליאס Mar Elias Educational Institutions מוסדות מאר אליאס Mar Elias Monastery מנזר מאר אליאס Mar Isaac רב יצחק Mar Rav Ashi מר בר רב אשי Mar Saba מנזר מר סבא Mar Ukva מר עוקבא Mar Zutra מר זוטרא Mar bar Rav Ashi מר בר רב אשי Mar ben Huna מר בר רב הונא Mar del Plata מאר דל פלאטה Mar-Zutra II ראש הגולה מר זוטרא Mar-Zutra III מר זוטרא בר מר זוטרא MarQuez Haynes מארקז היינס MarSukiasyan Plan 9 from Bell Labs Mara מארה Mara מרה Mara Carfagna מארה קרפניה Mara River מארה Mara Takla Haymanot קיסר אתיופיה מארה תקלה היימנות Marabou stork מרבו אפריקני Maraca מאראקס Maracaibo מרקאיבו Maracaibo Province פרובינציית מרקאיבו Maracalagonis מרקלגוניס Maracanã Stadium מרקנה Marada Movement בריגדת מרדה Maradeka מרדקה Marah מרה Marais Viljoen מרה פיליון Marajó מרז'ו Marakei מאראקיי Maramureș מרמורש Maramureș County מרמורש Maramureș County קטגוריה:מרמורש Maramureș Dragomirești דראגומירשט Maran מרן Maranhão מרניאו Maranhão קטגוריה:מרניאו Maranhão Alcântara אלקנטרה Maranhão Lago Verde אגם ורדה Maranhão São Luís סאו לואיס Maraschino cherry דובדבן מסוכר Marat Izmailov מאראט איזמאילוב Marat Safin מאראט סאפין Marat/Sade מארה סאד Maratha Empire האימפריה המרתית Marathi language מראטהי Marathon Marathon Marathon מרתון Marathon ריצת מרתון Marathon runners קטגוריה:רצי מרתון Marathons קטגוריה:ריצות מרתון Marattiaceae מארטיים Marattiopsida קטגוריה:מארטידים Maratus קפצן הטווס Marauders המשוטטים Marax/Opus Dei - improvements אופוס דאי Marañón River מרניון Marble גולות Marble שיש Marble Arch מארבל ארץ' Marble Arch שער השיש Marble Arch tube station תחנת הרכבת התחתית מרבל ארץ' Marble Canyon קניון מרבל Marble Palace ארמון השיש Marble cake עוגת שיש Marbled cat חתול שיש Marbled duck ברווז משויש Marbled polecat סמור משויש Marburg מרבורג Marburg St. Elizabeth's Church כנסיית אליזבת הקדושה Marburg marburgvirus נגיף מרבורג Marbury Madison פסק דין מרבורי נגד מדיסון Marc מארק Marc Aaronson מארק אהרונסון Marc Almond מארק אלמונד Marc Angel מארק אנג'ל Marc Anthony מארק אנתוני Marc Bartra מארק ברטרה Marc Bernaus מארק ברנאוס Marc Blitzstein מארק בליצשטיין Marc Bloch מרק בלוך Marc Boegner מרק בוניה Marc Bolan מארק בולאן Marc Camoletti מארק קאמולטי Marc Caro מארק קארו Marc Chagall מארק שאגאל Marc Chagall קטגוריה:מארק שאגאל Marc Cherry מארק צ'רי Marc Coma מארק קומה Marc Gafni מרדכי גפני Marc Gasol מארק גאסול Marc Hinawi מרק חינאווי Marc Jacobs מארק ג'ייקובס Marc Janko מארק יאנקו Marc Lavry מרק לברי Marc Meneau מארק מנו Marc Minkowski מארק מינקובסקי Marc Márquez מארק מארקס Marc Okrand מארק אוקרנד Marc Overmars מארק אוברמארס Marc Rich מארק ריץ' Marc Valiente מארק ואליינטה Marc Van de Mieroop מארק ואן דה מיארופ Marc Veyrat מארק ורה Marc Warren מארק וורן Marc Wilmots מארק וילמוטס Marc'Antonio Ingegneri מארק אנטוניו אינג'ניירי Marc-André Raffalovich מארק-אנדרה רפלוביץ' Marc-André ter Stegen מארק-אנדרה טר שטגן Marc-Antoine Charpentier מארק-אנטואן שרפנטייה Marc-Antoine Parseval מארק אנטואן פרסבל Marc-Vivien Foé מארק ויוויאן פואה Marcantonio Giustinian מארקאנטוניו ג'וסטיניאן Marcantonio Memmo מארקאנטוניו ממו Marcasite מרכזיט Marcel Achard מרסל אשאר Marcel Alexandre Bertrand מרסל אלכסנדר ברטראן Marcel Aymé מרסל אמה Marcel Bezençon מרסל בזנסון Marcel Bezençon Awards פרסי מרסל בזנסון Marcel Büchel מרסל בוכל Marcel Carné מרסל קרנה Marcel Cerdan מרסל סרדן Marcel Cohen מרסל כהן Marcel Dadi מרסל דאדי Marcel Dalio מרסל דליו Marcel Dassault מרסל דאסו Marcel Desailly מרסל דסאי Marcel Duchamp מרסל דושאן Marcel Duchamp works קטגוריה:מרסל דושאן Marcel Dupré מרסל דיפרה Marcel Grandjany מרסל גרנדיאני Marcel Grossmann מרסל גרוסמן Marcel Hirscher מרסל הירשר Marcel Janco מרסל ינקו Marcel Jouhandeau מרסל ז'ואנדו Marcel Lang מרסל לאנג Marcel Lefebvre מרסל לפבר Marcel Marceau מרסל מרסו Marcel Mauss מרסל מוס Marcel Moyse מרסל מואיז Marcel Nguyen מרסל נגוין Marcel Ophüls מרסל אופולס Marcel Pagnol מרסל פניול Marcel Pauker מרצ'ל פאוקר Marcel Proust מרסל פרוסט Marcel Reich-Ranicki מרסל רייך-רניצקי Marcel Sabitzer מרסל סביצר Marcel Schmelzer מרסל שמלצר Marcel Schäfer מרסל שפר Marcel Tyberg מרסל טיברג Marcel Witeczek מרסל ויטצ'ק Marcel-Jacques Dubois מרסל דיבואה Marcela Kloosterboer מרסלה קלוסטרבואר Marcela Morelo מרסלה מורלו Marcelinho Paraíba מרסליניו Marcell Jansen מרסל ינסן Marcello Abbado מרצ'לו אבאדו Marcello Gandini מרצ'לו גנדיני Marcello Lippi מרצ'לו ליפי Marcello Malpighi מרצ'לו מלפיגי Marcello Mastroianni מרצ'לו מסטרויאני Marcello Tegalliano מרצ'לו טגאליאנו Marcello Viotti מרצ'לו ויוטי Marcellus מארקלוס Marcellus מרצ'לו Marcelo מרסלו Marcelo Andrés Silva Fernández מרסלו סילבה Marcelo Balboa מרסלו בלבואה Marcelo Bielsa מרסלו בייאלסה Marcelo Bordon מרסלו בורדון Marcelo Dascal מרסלו דסקל Marcelo Delgado מרסלו דלגאדו Marcelo Gallardo מרסלו גז'ארדו Marcelo Gleiser מרסלו גלייזר Marcelo Huertas מרסלו הוארטס Marcelo Martins Moreno מרסלו מורנו Marcelo Nicola מרסלו ניקולה Marcelo Rebelo de Sousa מרסלו רבלו דה סוזה Marcelo Salas מרסלו סאלאס Marcelo Torcuato de Alvear מרסלו טורקואטו March מארש March מרץ March קטגוריה:מרץ March 1 1 במרץ March 10 10 במרץ March 11 11 במרץ March 12 12 במרץ March 13 13 במרץ March 14 14 במרץ March 14 Alliance מחנה ה-14 במרץ March 15 15 במרץ March 16 16 במרץ March 17 17 במרץ March 18 18 במרץ March 19 19 במרץ March 2 2 במרץ March 20 20 במרץ March 2012 Gaza–Israel clashes העימות בין ישראל לרצועת עזה March 2016 Ankara bombing הפיגוע באנקרה March 2016 Istanbul bombing הפיגוע באיסטנבול March 21 21 במרץ March 22 22 במרץ March 23 23 במרץ March 24 24 במרץ March 25 25 במרץ March 26 26 במרץ March 27 27 במרץ March 28 28 במרץ March 29 29 במרץ March 3 3 במרץ March 30 30 במרץ March 31 31 במרץ March 4 4 במרץ March 5 5 במרץ March 6 6 במרץ March 7 7 במרץ March 8 8 במרץ March 8 Alliance מחנה ה-8 במרץ March 9 9 במרץ March Hare ארנביב March Incident תקרית מרץ March fracture שבר הליכה March music קטגוריה:מארש March observances קטגוריה:אירועים בחודש מרץ March of Progress מצעד הקדמה March of the Living מצעד החיים March of the Penguins משפחת הקיסרים March of the Saint March of the Saint March of the Volunteers המנון הרפובליקה העממית של סין March on Rome המצעד על רומא March on Washington for Jobs and Freedom המצעד לוושינגטון למען תעסוקה וחירות Marcha Real המנון ספרד Marchantiophyta טחבי כבד Marche מארקה Marche קטגוריה:מארקה Marche תבנית:מארקה Marche Loreto לורטו Marching מסע Marching קטגוריה:מצעדים ומסדרים Marching band תזמורת צועדת Marché international de Rungis השוק הבינלאומי של רנז'יס Marcia Cross מרשה קרוס Marcia Davenport מרשה דבנפורט Marcia Freedman מרשה פרידמן Marcia Gay Harden מרשה גיי הארדן Marcial Pina מרסיאל פינה Marcian מרקיאנוס Marciano מרציאנו Marcin Gortat מרצ'ין גורטאט Marcin Mroziński מרצין מרוזינסקי Marcinkonys מרצ'ינקנץ Marcion of Sinope מרקיון Marcionism מרקיוניזם Marcius Turbo קווינטוס מרקיוס טורבו Marcl1984 משתמש:Marcl1984 Marco מרקו Marco Antonio Rodríguez מרקו רודריגס Marco Asensio מרקו אסנסיו Marco Aurelio Soto מרקו אורליו סוטו Marco Balbul מרקו בלבול Marco Barbarigo מרקו בארבאריגו Marco Belinelli מרקו בלינלי Marco Berlinghieri מרקו ברלינגיירי Marco Bode מרקו בודה Marco Borriello מרקו בוריילו Marco Coltellini מרקו קולטליני Marco Cornaro מרקו קורנארו Marco Delvecchio מרקו דל וקיו Marco Hietala מארקו היטאלה Marco Koch מרקו קוך Marco Macina מרקו מצ'ינה Marco Materazzi מרקו מטראצי Marco Mortara מרדכי מורטרה Marco Orsi מרקו אורסי Marco Pantani מרקו פנטאני Marco Pappa מרקו פאפה Marco Pierre White מרקו פייר וייט Marco Polo מרקו פולו Marco Polo Bridge Incident תקרית גשר מרקו פולו Marco Reus מרקו רויס Marco Rubio מרקו רוביו Marco Russ מרקו רוס Marco Simoncelli מרקו סימונצ'לי Marco Simone מרקו סימונה Marco Storari מרקו סטורארי Marco Streller מרקו שטרלר Marco Tardelli מרקו טארדלי Marco Ureña מרקו אורניה Marco Verratti מרקו וראטי Marco van Basten מרקו ואן באסטן Marco van Ginkel מרקו ואן חינקל MarcoVD~enwiki משתמש:MarcoVD Marcomanni מרקומנים Marcos Alonso Peña מרקוס אלונסו פניה Marcos Aurelio Di Paulo מרקוס אאורליו די פאולו Marcos Pizzelli מרקוס פיזאלי Marcos Rojo מרקוס רוחו Marcos Senna מרקוס סנה Marcos Tavares מרקוס טווארס Marcos de Niza מרקוס דה ניסה Marcovitaly~enwiki user:marcovitaly Marcus מרקוס Marcus Aemilius Lepidus מרקוס איימיליוס לפידוס Marcus Ambivulus מרקוס אמביבולוס Marcus Atilius Regulus מרקוס אטיליוס רגולוס Marcus Aurelius מרקוס אורליוס Marcus Aurelius Probus פרובוס Marcus Banks מרכוס בנקס Marcus Berg מרקוס ברג Marcus Brown מרכוס בראון Marcus Calpurnius Bibulus מרקוס קלפורניוס ביבולוס Marcus Camby מרקוס קמבי Marcus Claudius Marcellus מרקוס קלאודיוס מרקלוס Marcus Cornelius Cethegus מרקוס קורנליוס קאתאגוס Marcus Elieser Bloch מרקוס אליעזר בלוך Marcus Feldman מרכוס פלדמן Marcus Fizer מרכוס פייזר Marcus Fulvius Flaccus מרקוס פולביוס פלאקוס Marcus Furius Camillus מרקוס פוריוס קאמילוס Marcus Garvey מרקוס גארבי Marcus Gavius Apicius מרקוס גאביוס אפיקיוס Marcus Gunn pupil אישון ע"ש מרקוס גאן Marcus Haislip מרקוס הייסליפ Marcus Hatten מרכוס האטן Marcus Jastrow מרקוס יסטרוב Marcus Junius Brutus the Elder מרקוס יוניוס ברוטוס Marcus Junius Brutus the Younger מרקוס יוניוס ברוטוס Marcus Junius Pera מרקוס יוניוס פארה Marcus Klingberg מרקוס קלינגברג Marcus Lehmann מאיר להמן Marcus Licinius Crassus מרקוס ליקיניוס קראסוס Marcus Licinius Crassus מרקוס ליקיניוס קראסוס הצעיר Marcus Livius Salinator מרקוס ליוויוס סלינטור Marcus Loew מרקוס לב Marcus Lollius מרקוס לוליוס Marcus Manilius מרקוס מאניליוס Marcus Miller מרקוס מילר Marcus Minucius Rufus מרקוס מינוקיוס רופוס Marcus Morris מרכוס מוריס Marcus Octavius מרקוס אוקטביוס Marcus Porcius Cato מרקוס פורקיוס קאטו Marcus Rashford מרקוס רשפורד Marcus Rediker מרקוס רדיקר Marcus Reno מרכוס רינו Marcus Samuelsson מרקוס סמואלסון Marcus Slaughter מרקוס סלוטר Marcus Smart מרכוס סמארט Marcus Terentius Varro מרקוס טרנטיוס וארו Marcus Ulpius Traianus מרקוס אולפיוס טריאנוס Marcus Valerius Laevinus מרקוס ואלריוס לאיווינוס Marcus Valerius Messalla מרקוס ואלריוס מסאלה Marcus Valerius Messalla Rufus מרקוס ולריוס מסלה רופוס Marcus Vipsanius Agrippa מרקוס ויפסניוס אגריפה Marcus du Sautoy מרכוס דו סוטוי Mardasson Memorial אנדרטת מרדסון Marder מארדר Marder I מארדר 1 Marder II מארדר 2 Marder III מארדר 3 Mardetanha משתמש:Mardetanha Mardi Gras מרדי גרא Mardonius מרדוניוס Marduk מרדוך Marduk מרדוק Marduk-apla-iddina II מרדוך-אפלה-אידינה השני Marduk-zakir-shumi II מרדוך-זכיר-שומי השני Mardy Fish מרדי פיש Mare מארה Mare Anguis ים הנחשים Mare Australe הים הדרומי Mare Cognitum הים הידוע Mare Crisium ים המשברים Mare Fecunditatis ים הפוריות Mare Frigoris ים הקור Mare Humboldtianum ים הומבולדט Mare Imbrium ים הגשמים Mare Insularum ים האיים Mare Marginis ים הקצה Mare Moscoviense ים מוסקבה Mare Nubium ים העננים Mare Orientale הים המזרחי Mare Serenitatis ים הרוגע Mare Smythii ים סמיית' Mare Tranquillitatis ים השלווה Mare Winningham מייר וינינגהם Marek Edelman מארק אדלמן Marek Glezerman מרק גלזרמן Marek Hamšík מארק האמשיק Marek Heinz מרק היינץ Marek Hłasko מארק חלאסקו Marek Jankulovski מארק יאנקולובסקי Marek Janowski מארק ינובסקי Marek Mintál מארק מינטאל Marek Szwarc מרק שוורץ Marek Čech מארק צ'ך Marek69 משתמש:Marek69 Maremma Sheepdog מרמנו Maren Meinert מארן מיינרט Maresha מרשה Marfan syndrome תסמונת מרפן Marg Helgenberger מארג הלגנברגר Margaliot מרגליות Margalit מרגלית Margalit Matitiahu מרגלית מתתיהו Margalit Tzan'ani מרגלית צנעני Marganit Tower מגדל מרגנית Marganus מארגאנוס Margaret מרגרטה Margaret Atwood מרגרט אטווד Margaret Avery מרגרט אייברי Margaret Beckett מרגרט בקט Margaret Bourke-White מרגרט ברק-וייט Margaret Bridge גשר מרגיט Margaret Brown מרגרט בראון Margaret Chan מרגרט צ'אן Margaret Cho מרגרט צ'ו Margaret Clarke מרגרט קלארק Margaret Court מרגרט קורט Margaret Donaldson מרגרט דונלדסון Margaret Fuller מרגרט פולר Margaret George מרגרט ג'ורג' Margaret Hamilton מרגרט המילטון Margaret Hoelzer מרגרט הולצר Margaret I of Denmark מלכת דנמרק מרגרטה הראשונה Margaret Island האי מרגיט Margaret Leighton מרגרט לייטון Margaret Mahler מרגרט מאהלר Margaret Mahy מרגרט מייהי Margaret Matzenauer מרגרתה מצנאואר Margaret Mead מרגרט מיד Margaret Mitchell מרגרט מיטשל Margaret Osborne duPont מרגרט אוסבורן דופונט Margaret Price מרגרט פרייס Margaret Rutherford מרגרט רתרפורד Margaret Sanger מרגרט סנגר Margaret Taylor מרגרט טיילור Margaret Thatcher מרגרט תאצ'ר Margaret Tudor מרגרט טיודור Margaret Tyzack מרגרט טייזאק Margaret Weis מרגרט וייס Margaret Wilson מרגרט וילסון Margaret of England מרגרט מאנגליה Margaret of Valois נסיכת צרפת מרגריט דה ולואה Margaret the Virgin מרגרטה הבתולה Margareta Arvidsson מרגרטה ארווידסון Margarete Adler מרגרט אדלר Margarete Steiff GmbH שטייף Margarethe Danzi מריה מרגרטה מרשאן Margarethe von Trotta מרגרטה פון טרוטה Margarine מרגרינה Margarita מרגריטה Margarita Island מרגריטה Margat מבצר מרגט Margay נמרון מרגיי Marge Piercy מארג' פירסי Marge Simpson מארג' סימפסון Marge Simpson.png תמונה:Marge Simpson.png Margherita Sarfatti מרגריטה צרפתי Margherita of Savoy נסיכת סבויה מרגריטה Marghita מרגיטה Margin שוליים Marginal cost עלות שולית Marginal product תפוקה שולית Marginal rate of substitution שיעור תחלופה שולי Marginal revenue פדיון שולי Marginal sea ים שולי Marginal utility תועלת שולית Marginalism המהפכה השולית Marginated tortoise צב יבשה מרגינטי Marginocephalia מרגינוצפליה Margit Slachta מרגיט שלכטה Margitta Gummel מרגיטה גומל Margo Dydek מרגו דידק Margolin מרגולין Margolis מרגוליס Margot Frank מרגוט פרנק Margot Robbie מרגו רובי Margot Wallström מרגוט ולסטרם Margrave מארקגראף Margrave of Flanders Baldwin I רוזן פלנדריה בלדווין הראשון Margrave of Flanders Baldwin II רוזן פלנדריה בלדווין השני Margravine of Brandenburg-Bayreuth Wilhelmine of Prussia וילהלמינה מפרוסיה Margrethe II of Denmark מלכת דנמרק מרגרטה השנייה Margrét Lára Viðarsdóttir מרגרט לארה וידרסדוטיר Marguerite מרגריט Marguerite Duras מרגריט דיראס Marguerite Long מרגריט לונג Marguerite Moreau מרגרט מוראו Marguerite Yourcenar מרגריט יורסנאר Marguerite de Navarre מרגריט מנווארה Marharyta Dorozhon מרגריטה דורוז'ון Mari El מארי אל Mari Kiviniemi מארי קיביניימי Mari people מארי Maria Alexandrovna מריה אלכסנדרובנה Maria Alexandrovna נסיכת הסן מריה Maria Anna Mozart מריה אנה מוצרט Maria Banuș מריה באנוש Maria Barbara Bach מריה ברברה באך Maria Bello מריה בלו Maria Bethânia מריה בתניה Maria Bueno מריה בואנו Maria Callas מריה קאלאס Maria Cantwell מריה קנטוול Maria Carolina of Austria מריה קרולינה מאוסטריה Maria Cebotari מריה צ'בוטארי Maria Christina of Austria מריה כריסטינה Maria Chudnovsky מריה צ'ודנובסקי Maria Fedecka מריה פדצקה Maria Feodorovna מריה פיודורובנה Maria Feodorovna נסיכת דנמרק דאגמאר Maria Feodorovna נסיכת וירטמברג סופיה דורותיאה Maria Gaetana Agnesi מריה גאטנה אנייזי Maria Goeppert-Mayer מריה גופרט-מאייר Maria Gorokhovskaya מריה גורוחובסקי Maria Hill מריה היל Maria Holic מריה הוליק Maria I of Portugal מלכת פורטוגל מריה הראשונה Maria Itkina מריה איטקינה Maria Kirilenko מריה קירילנקו Maria Klawe מריה קלווה Maria Kliegel מריה קליגל Maria Kotarba מריה קוטרבה Maria Kwaśniewska מריה קבשניבסקה Maria Laina מריה לאינה Maria Leijerstam מריה לייג'רסטם Maria Lenk Aquatic Center מרכז ספורט המים מריה לנק Maria Malibran מריה מאליברן Maria Mandl מריה מנדל Maria Mitchell מריה מיטשל Maria Montessori מריה מונטסורי Maria Mutola מריה מוטולה Maria Reiche מריה רייכה Maria Savenkov מריה סבנקוב Maria Schell מריה של Maria Schneider מריה שניידר Maria Sharapova מריה שראפובה Maria Shriver מריה שרייבר Maria Sibylla Merian מריה סיבילה מריאן Maria Skobtsova יליזבטה סקובצובה Maria Szymanowska מריה שימנובסקה Maria Teresa Agnesi Pinottini מריה תרזה אנייזי פינוטיני Maria Teresa Ramírez מריה תרסה רמירס Maria Theresa מריה תרזה Maria Theresa Reef מריה תרזה Maria Theresa of Spain נסיכת ספרד מריה תרסה Maria Tănase מריה טנאסה Maria Ventura מריה ונטורה Maria Waldmann מריה ולדמן Maria Yermolova מריה ירמולובה Maria Yudina מריה יודינה Maria of Alania מריה מאלניה Maria of Montferrat מריה ממונפראטו Maria of Yugoslavia מלכת יוגוסלביה מריה מרומניה Maria on the Moon קטגוריה:ימות הירח Maria von Trapp מריה פון טראפ Mariachi מריאצ'י Mariah Carey Mariah Carey Mariah Carey מריה קארי Mariah Carey albums קטגוריה:אלבומי מריה קארי Marialite מריאליט Mariam Baouardy מרים בוארדי Mariam Hovhannisyan רשת עצבית מלאכותית Mariam Hovhannisyan/ավազարկղ רשת עצבית מלאכותית Mariam al-Mansouri מרים אל-מנסורי Mariamne מרים Mariamne I מרים החשמונאית Marian Anderson מריאן אנדרסון Marian Chace מריאן צ'ייס Marian Hristov מאריאן חריסטוב Marian Keyes מריאן קיז Marian Rejewski מריאן רייבסקי Marian reforms הצבא הרומי בתקופת הרפובליקה המאוחרת Mariana Islands איי מריאנה Mariana Trench שקע מריאנה Mariana and Palau Islands campaign המערכה על איי מריאנה ופלאו Mariana de la Noche לילות מריאנה Marianne מריאן Marianne Cohn מריאן כהן Marianne Faithfull מריאן פיית'פול Marianne Fredriksson מריאנה פרדריקסון Marianne Heiberg מריאנה הייברג Marianne Hirsch מריאן הירש Marianne Jean-Baptiste מריאן ז'אן-בפטיסט Marianne Moore מריאן מור Marianne Pettersen מריאן פטרסן Marianne Sägebrecht מריאן זגברכט Marianne Timmer מריאנה טימר Marianne Vos מריאנה ווס Mariano Andújar מריאנו אנדוחר Mariano Bogliacino מריאנו בוגליאסינו Mariano Gonzalvo מריה גונסלבו Mariano Idelman מריאנו אידלמן Mariano Martín מריאנו מרטין Mariano Martínez מריאנו מרטינס Mariano Padilla y Ramos מריאנו פאדילה אי ראמוס Mariano Rajoy מריאנו רחוי Mariano Rampolla מריאנו רמפולה Mariano Rivera מריאנו ריברה Maribor מריבור Maricica Puică מריצ'יקה פואיקה Marie Antoinette מארי אנטואנט Marie Arana מארי אראנה Marie Avgeropoulos מרי אבג'רופולוס Marie Braun מארי בראון Marie Casimire Louise de La Grange d'Arquien מריה קז'ימייז'ה Marie Colvin מארי קולווין Marie Curie מארי קירי Marie Dressler מארי דרסלר Marie François Sadi Carnot מארי פרנסואה סדי קארנו Marie Fredriksson מארי פרדריקסון Marie Hall מרי הול Marie Harf מארי הארף Marie José of Belgium מלכת איטליה מארי ז'וזה Marie Laforêt מארי לאפורה Marie Laveau מארי לאבו Marie Leszczyńska נסיכת פולין מריה לשצ'ינסקה Marie Louise of Orléans מארי לואיז ד'אורליאן Marie Myriam מארי מרים Marie Tharp מארי ת'ארפ Marie Thérèse of France נסיכת צרפת מארי תרז Marie Tussaud מארי טוסו Marie Under מארי אונדר Marie de Coucy מארי דה קוסי Marie de France מארי דה פרנס Marie de Gournay מארי דה גורנה Marie de' Medici מארי דה מדיצ'י Marie of Anjou מארי מאנז'ו Marie of Romania מלכת רומניה מאריה מאדינבורו Marie-Alphonse Ratisbonne אלפונס רטיסבון Marie-Antoine Carême מארי-אנטואן קארם Marie-Christine Barrault מארי-כריסטין בארו Marie-Galante מארי גאלאנט Marie-Joseph Lagrange מארי-ז'וזף לגראנז' Marie-José Nat מארי-ז'וזה נאט Marie-José Pérec מארי-ז'וזה פרק Marie-Louise Carven מארי-לואיז קארבה Marie-Pierre Kœnig מארי-פייר קניג Mariehamn מרייהאמן Mariel Hemingway מריאל המינגוויי Marienfelde refugee transit camp מחנה המעבר מריינפלדה Marienplatz מריאנפלאץ Mariinsky Palace ארמון מרינסקי Mariinsky Theatre תיאטרון מרינסקי Marija Šerifović מריה שריפוביץ' Marijampolė מריאמפול Marijampolė County מחוז מריאמפול Marijampolė County קטגוריה:מחוז מריאמפול Marijampolė Municipality מריאמפול Marijan Antolović מריאן אנטולוביץ' Marijuanarchy משתמש:Marijuanarchy Marileneboshoff/Windhoek " וינדהוק Marilyn Diptych דיפטיכון מרילין Marilyn French מרילין פרנץ' Marilyn Horne מרילין הורן Marilyn Manson מרילין מנסון Marilyn Manson קטגוריה:אלבומי מרילין מנסון Marilyn Manson קטגוריה:מרילין מנסון Marilyn Manson תבנית:מרילין מנסון Marilyn Monroe מרילין מונרו Marilyn Ramenofsky מרילין רמנובסקי Marilyn Waring מרילין וורינג Marilyn vos Savant מרילין ווס סוואנט Marilynne Robinson מרילין רובינסון Marimba מרימבה Marin מרין Marin Alsop מרין אלסופ Marin Marais מרן מארה Marin Mersenne מרן מרסן Marin Raykov מארין רייקוב Marin Sorescu מארין סורסקו Marin Čilić מרין צ'יליץ' Marina מרינה Marina Abramović מרינה אברמוביץ' Marina Bay Sands מרינה ביי סנדס Marina Maximilian Blumin מארינה מקסימיליאן Marina Mniszech מרינה מנישק Marina Nemat מרינה נעמת Marina Ratner מרינה ראטנר Marina Shults מרינה שולץ Marina Silva מרינה סילבה Marina Sirtis מרינה סירטיס Marina Solodkin מרינה סולודקין Marina Tsvetaeva מרינה צבטייבה Marina and the Diamonds מרינה והיהלומים Marinas קטגוריה:מרינות Marinas in Israel קטגוריה:ישראל: מרינות Marination השריה Marine Corps War Memorial אנדרטת חיל הנחתים של ארצות הברית Marine Le Pen מארין לה פן Marine One מארין 1 Marine Parkway–Gil Hodges Memorial Bridge גשר מארין פארקוויי גיל הודג'ס ממוריאל Marine Security Guard מאבטח של חיל הנחתים Marine biologists קטגוריה:ביולוגים ימיים Marine biology ביולוגיה ימית Marine biology קטגוריה:ביולוגיה ימית Marine debris פסולת ימית Marine engineering הנדסה ימית Marine geology גאולוגיה ימית Marine geology קטגוריה:גאולוגיה ימית Marine iguana איגואנה ימית Marine mammal יונקים ימיים Marine mammals קטגוריה:יונקים ימיים Marine occupations קטגוריה:מקצועות ימיים Marine otter לוטרה ימית Marine pollution זיהום ימי בישראל Marine reptile זוחלים ימיים Marine reptiles קטגוריה:זוחלים ימיים Marine steam engine מנוע קיטור ימי Marinebrigade Ehrhardt בריגדת ארהארדט Mariner 2 מארינר 2 Mariner 3 מארינר 3 Mariner 4 מארינר 4 Mariner 5 מארינר 5 Mariner 8 מארינר 8 Mariner Mark II מארינר סימן 2 Mariner program קטגוריה:תוכנית מארינר Mariner program תבנית:תוכנית מארינר Mariner program תוכנית מארינר Marines חיל נחתים Marines קטגוריה:יחידות נחתים Marinette Pichon מרינט פישון Marinid dynasty השושלת המרינית Marino Faliero מארינו פאליירו Marino Grimani מארינו גרימאני Marino Morosini מארינו מורוזיני Marino Zorzi מארינו צורצי Marinos Satsias מארינוס סטסיאס Marinus van der Lubbe מרינוס ואן דר לובה Mario מריו Mario סופר מריו Mario Austin מריו אוסטין Mario Balotelli מריו באלוטלי Mario Basler מריו באסלר Mario Batali מאריו בטאלי Mario Benedetti מריו בנדטי Mario Blejer מריו בלכר Mario Bolatti מריו בולאטי Mario Botta מריו בוטה Mario Brega מריו ברג'ה Mario Bros. האחים מריו Mario Capecchi מריו קפקי Mario Castelnuovo-Tedesco מריו קסטלנואובו-טדסקו Mario Chalmers מריו צ'למרס Mario Cipollini מריו צ'יפוליני Mario Cuomo מריו קואומו Mario Del Monaco מריו דל מונקו Mario Draghi מריו דראגי Mario Echandi Jiménez מריו אצ'נדי חימנס Mario Frick מריו פריק Mario García Menocal מריו גארסיה מנוקל Mario Gavranović מריו גבראנוביץ' Mario Giacomelli מריו ג'אקומלי Mario Gómez מריו גומז Mario Götze מריו גצה Mario Hezonja מריו הזוניה Mario Javier Saban מאיר סבן Mario Kempes מריו קמפס Mario Lanza מריו לנצה Mario Lemieux מריו למיה Mario Levi מריו לוי Mario Livio מריו ליביו Mario Lopez מריו לופז Mario Mandžukić מריו מנדז'וקיץ' Mario Monti מריו מונטי Mario Mutsch מריו מוטץ' Mario Pašalić מריו פשאליץ' Mario Perniola מריו פרניולה Mario Puzo מריו פוזו Mario Rodríguez Cobos סילו Mario Suárez מריו סוארס Mario Vargas Llosa מריו ורגס יוסה Mario Venzago מריו ונזאגו Mario Yepes מריו יפס Mario platform games קטגוריה:סופר מריו Marion Bartoli מריון ברטולי Marion Cotillard מריון קוטיאר Marion Dönhoff מריון דנהוף Marion Jones מריון ג'ונס Marion Jones Farquhar מריון ג'ונס פרקוהר Marion Maréchal-Le Pen מריון מרשל לה פן Marion Nestle מריון נסטל Marion Ross מריון רוס Marionette מריונטה Mariowillems/Patrick Gerola רנה מגריט Marisa Paredes מריסה פארדס Marisa Pavan מריסה פאוואן Marisa Tomei מריסה טומיי Mariska Hargitay מרישקה הרגיטאי Mariska Veres מריסקה ורס Mariss Jansons מאריס יאנסונס Marissa Jaret Winokur מריסה ג'ארט וינוקור Marissa Mayer מריסה מאייר Marit Bjørgen מריט ביורגן Marit ayin מראית עין Marita Koch מריטה קוך Marital life in Judaism תבנית:חיי אישות ביהדות Marital rape אונס בנישואים Marital status מצב משפחתי Maritime Southeast Asia העולם המלאי Maritime archaeology ארכאולוגיה ימית Maritime archaeology קטגוריה:ארכאולוגיה ימית Maritime colleges קטגוריה:בתי ספר ימיים Maritime disasters קטגוריה:אסונות ימיים Maritime flag דגל ימי Maritime flags קטגוריה:דגלים ימיים Maritime incidents קטגוריה:תקריות ימיות Maritime museums קטגוריה:מוזיאונים ימיים Maritime organizations קטגוריה:ארגונים ימיים Maritime pilot נתב Maritsa מריצה Maritz Rebellion מרידת מאריץ Maritza Martén מריצה מרטן Maritza Sayalero מריצה סיילרו Mariupol מריאופול Marius מריוס Marius Mircu מריוס מירקו Marius Niculae מריוס ניקולאה Marius Petipa מריוס פטיפה Marius Trésor מריוס טרזור Mariusz Lewandowski מאריוש לבנדובסקי Mariví Bilbao מריבי בילבאו Mariya Kiselyova מריה קיסליובה Mariya Muzychuk מריה מוזיצ'וק Mariya Savinova מריה סבינובה Marián Jarabica מריאן יאראביצה Mariánské Lázně מריאנסקה לאזנייה Marja' מרג'ע תקליד Marjane Satrapi מרג'אן סטראפי Marjanishvili Theatre תיאטרון מרג'נישווילי Marjayoun מרג' עיון Marjeh Square כיכר מרג'ה Marjoram אזוב תרבותי Marjorie Jackson-Nelson מרג'ורי ג'קסון Marjorie Rambeau מרג'ורי רמביו Mark מרק Mark 118 bomb M118 Mark 81 bomb MK-81 Mark 82 bomb MK-82 Mark 83 bomb MK-83 Mark 84 bomb MK-84 Mark Adamo מארק אדאמו Mark Addy מארק אדי Mark Aguirre מארק אגוויר Mark Aitchison Young מארק איצ'יסון יאנג Mark Allen מרק אלן Mark Anthony מארק אנתוני Mark Antokolsky מרק אנטוקולסקי Mark Antony מרקוס אנטוניוס Mark Bernes מארק ברנס Mark Boal מארק בול Mark Boone Junior מארק בון ג'וניור Mark Bresciano מארק ברשיאנו Mark Brisker מארק בריסקר Mark Cavendish מרק קוונדיש Mark Chatfield מארק צ'טפילד Mark Clark מארק קלארק Mark Cohen מרק כהן Mark Cuban מארק קיובן Mark Dacascos מארק דקסקוס Mark David Chapman מרק דייוויד צ'פמן Mark Dayton מארק דייטון Mark Dvorzhetski מרק דבורז'צקי Mark Eaton מארק איטון Mark Elder מרק אלדר Mark Felt מארק פלט Mark Foster מארק פוסטר Mark Fradkin מארק פרדקין Mark Gatiss מארק גאטיס Mark González מארק גונסאלס Mark Gorman מרק גורמן Mark Granovetter מארק גרנובטר Mark Haddon מארק האדון Mark Hadlow מארק הדלו Mark Hamill מארק המיל Mark Harmon מארק הארמון Mark Haynes מארק היינס Mark Heap מארק היפ Mark Henry מארק הנרי Mark Hoppus מארק הופוס Mark Hughes מארק יוז Mark I MARK I Mark Ivanir מארק איווניר Mark Jackson מארק ג'קסון Mark Kirk מארק קירק Mark Knopfler מארק נופלר Mark Kopytman מרק קופיטמן Mark Lane מארק ליין Mark Lenard מארק לנארד Mark Lewis Jones מארק לואיס ג'ונס Mark Lombardi מארק לומברדי Mark Lyons מארק ליונס Mark Margolis מארק מרגוליס Mark McKoy מארק מקקוי Mark Messier מרק מסיה Mark Midler מארק מידלר Mark Milligan מארק מיליגן Mark Moses מארק מוזס Mark Natanson מארק נתנסון Mark Pattison מרק פטיסון Mark Phillips מארק פיליפס Mark Price מארק פרייס Mark Rakita מארק רקיטה Mark Regev מארק רגב Mark Rolston מארק רולסטון Mark Ronson מארק רונסון Mark Rothko מארק רותקו Mark Ruffalo מארק רופאלו Mark Rutte מארק רוטה Mark Rydell מרק ריידל Mark Rylance מארק ריילנס Mark Salling מארק סאלינג Mark Schwarzer מארק שוורצר Mark Selby מארק סלבי Mark Sheppard מארק שפרד Mark Shuttleworth מרק שאטלוורת' Mark Slavin מרק סלבין Mark Smith מארק סמית' Mark Sofer מרק סופר Mark Spitz מארק ספיץ Mark Strand מארק סטרנד Mark Strong מארק סטרונג Mark Sykes מארק סייקס Mark Taimanov מארק טיימנוב Mark Tewksbury מארק טוקסברי Mark Tremonti מארק טרמונטי Mark Triggers/sandbox IBM System/360 Mark Twain מארק טוויין Mark Viduka מארק וידוקה Mark Wahlberg מארק וולברג Mark Waid מארק וייד Mark Warner מארק וורנר Mark Warshawsky מרק ורשבסקי Mark Welsh מרק ולש Mark Williams מארק ויליאמס Mark Zakharov מארק זכארוב Mark Zuckerberg מארק צוקרברג Mark of Cain אות קין Mark the Evangelist מרקוס המבשר Mark van Bommel מארק ואן בומל MarkV-A1 אנדרוס MarkV-A1 Marka מארקה Markagunt Plateau רמת מרקאגנט Markazi Province מרכזי Markedness מסומננות Marker מרקר Marker pen טוש Markermeer מרקרמיר Market שוק Market capitalization שווי שוק Market concentration ריכוזיות כלכלית Market failure כשל שוק Market maker עושה שוק Market manipulation הרצת מניות Market ouvert תקנת השוק Market portfolio תיק השוק Market research קטגוריה:חקר שוק Market risk סיכון שוק Market segmentation פלח שוק Market share נתח שוק Market structure מבנה שווקים Market structure קטגוריה:מבני שוק Market town עיר שוק Market towns קטגוריה:ערי שוק אירופיות בימי הביניים Market-linked CD פיקדון מובנה Marketing ספר:שיווק Marketing קטגוריה:שיווק Marketing שיווק Marketing communications תקשורת שיווקית Marketing mix תמהיל השיווק Marketing people קטגוריה:אנשי שיווק Marketplace שוק Markham and Ramu Valley – Finisterre Range campaign קרב רכס פיניסטר Markhor עז מבריגה Markieff Morris מרקיף מוריס Markiplier מארקיפלייר Markmat User:Markmat Marko Arnautović מרקו ארנאוטוביץ' Marko Babić מרקו באביץ' Marko Jarić מארקו יאריץ' Marko Kristal מרקו קריסטל Marko Marin מרקו מרין Marko Pantelić מרקו פנטליץ' Marko Pjaca מרקו פיאצה Marko Rehmer מרקו רהמר Marko Simić מרקו סימיץ' Marko Tomas מרקו תומאס Marko Vešović מרקו ואשוביץ' Marko Šuler מרקו שולר Markos Vamvakaris מרקוס ומוואקאריס Markov מרקוב Markov chain שרשרת מרקוב Markov decision process תהליך החלטה מרקובי Markov models קטגוריה:מודלים מרקוביים Markov's inequality אי-שוויון מרקוב Markovnikov's rule כלל מרקובניקוב Markowitz מרקוביץ' Marks & Spencer מרקס אנד ספנסר Marksmanship קטגוריה:קליעה למטרה Markup language שפת תגיות Markup languages קטגוריה:שפות סימון Markus Babbel מרקוס באבל Markus Feulner מרקוס פוילנר Markus Herz מרכוס הרץ Markus Persson מרקוס פרסון Markus Reiner מרכוס ריינר Markus Rosenberg מרקוס רוזנברג Markus Stenz מרקוס שטנץ Markus Suttner מרקוס זוטנר Markus Wolf מרקוס וולף Markus Zusak מרקוס זוסאק MarkusSchulze/Short version of the Schulze method שיטת שולצה Markuszów מרקושוב Markward von Annweiler מארקוורד פון אנוויילר Marl חוואר Marla Maples מרלה מייפלס Marla Sokoloff מרלה סוקולוף Marlboro מרלבורו Marlboro Friday יום שישי של מרלבורו Marlboro Music School and Festival בית הספר למוזיקה ופסטיבל מרלבורו Marlborough מרלבורו Marlborough House בית מרלבורו Marlborough: His Life and Times Marlborough: His Life and Times Marlee Matlin מרלי מטלין Marleen Veldhuis מרלן ולדהויס Marlene Dietrich מרלן דיטריך Marlene Favela מרלן פבלה Marley מארלי Marley & Me מארלי ואני Marlies Göhr מרליס גר Marlin מפרשניים Marlo Chandler הרפיה Marlo Lewis מרלו לואיס Marlo Thomas מרלו תומאס Marlon Brando מרלון ברנדו Marlon Jackson מרלון ג'קסון Marlon Wayans מרלון ויינס Marlon de Jesús מרלון דה חסוס Marmaduke Wyvill מרמדיוק ויויל Marmalade מרמלדה Marmara מרמרה Marmara Region מרמרה Marmara University אוניברסיטת מרמרה Marmaray מרמריי Marmaris מרמריס Marmite מרמייט Marmon-Herrington Armoured Car שריונית מרמון הרינגטון Marmot מרמיטה Marne מארן Marneuli מרנאולי Marneuli Municipality נפת מרנאולי Marnie מארני Marocchinate ההשתוללות במונטה קאסינו Maron מרון Maronite Church הכנסייה המארונית Maronites מארונים Maronites קטגוריה:מארונים Maroon 5 מארון 5 Maroon 5 קטגוריה:מארון 5 Maroon 5 albums קטגוריה:אלבומי מארון 5 Maroon 5 songs קטגוריה:שירי מארון 5 Marooned Marooned Maror מרור Marosszék משתמש:Mravinszky Maroteaux–Lamy syndrome תסמונת מרטו-לאמי Marotte מרוט Marouane Chamakh מרואן שמאח Marouane Fellaini מרואן פלאיני Marouf al-Bakhit מערוף אל-בח'ית Maroun al-Ras מארון א-ראס Maroussi B.C. מארוסי Marquee Club מועדון מרקי Marques Johnson מרכוס ג'ונסון Marquesas Islands איי מרקיז Marquese Chriss מרקיז כריס Marquess מרקיז Marquess of Queensberry Rules חוקי המרקיז מקווינסברי Marquesses קטגוריה:מרקיזים Marquette Golden Eagles men's basketball players קטגוריה:כדורסלני אוניברסיטת מרקט Marquette University faculty קטגוריה:סגל אוניברסיטת מרקט Marquinhos מרקיניוס Marquis Daniels מרקיז דניאלס Marquis Dendy מרקיז דנדי Marquis de Châteaurenault François Louis de Rousselet המרקיז דה שאטורנו פרנסואה לואי דה רוסלה Marquis de Condorcet המרקיז דה קונדורסה Marquis de Lafayette Gilbert du Motier המרקיז דה לה פאייט Marquis de Sade המרקיז דה סאד Marquise de Maintenon Françoise d'Aubigné מאדאם דה מנטנון Marrakesh מרקש Marreese Speights מריס ספייטס Marriage נישואים Marriage קטגוריה:נישואים Marriage שידוכים Marriage at Cana החתונה בקנה Marriage in Israel נישואים בישראל Marriage in ancient Greece נישואים ביוון העתיקה Marriage in the Palestinian territories נישואים ברשות הפלסטינית Marriage proposal הצעת נישואין Marriage stone אבן חופה Marriage vows נדרי נישואים Marriageable age גיל הנישואים Married... with Children נשואים פלוס Marriner Stoddard Eccles מרינר אקלס Marriott מריוט Marriott International מריוט Marry You Marry You Marry the Night Marry the Night Mars מאדים Mars מארס Mars מרס Mars קטגוריה:מאדים Mars 3 מארס 3 Mars Attacks! הפלישה ממאדים Mars Climate Orbiter מקפת האקלים של מאדים Mars Exploration Rover מארס רובר Mars Express מארס אקספרס Mars Global Surveyor מארס גלובל סרוויור Mars Needs Moms דרושות אמהות במאדים Mars Observer מארס אובזרבר Mars Orbiter Mission Mars Orbiter Mission Mars Pathfinder מארס פאת'פיינדר Mars Polar Lander נחתת הקוטב של מאדים Mars Reconnaissance Orbiter MRO Mars Science Laboratory מארס סיינס לברטורי Mars Scout Program מארס סקאוט Mars Society אגודת מאדים Mars Surveyor '98 program מרס סרוויור 98 Mars effect אפקט מאדים Mars hoax מתיחת מאדים Mars in film קטגוריה:מאדים בסרטים Mars monolith מונולית מאדים Mars of Todi מארס מטודי Mars program תוכנית מארס Mars spacecraft תבנית:חקר מאדים Mars symbol סמלו של מארס MarsTheGrayAdept תבנית:משתמש גוגל Marsaglia polar method שיטת מרסגליה Marsala מרסלה Marsala Ship ספינת מרסלה Marsala wine מרסלה Marsamxett Harbour נמל מרסמשט Marsden מרסדן Marseille מרסיי Marseille קטגוריה:מרסיי Marseille Provence Airport נמל התעופה מרסיי-פרובאנס Marsel Efroimski מרסל אפרוימסקי Marsh ביצת עשב Marsh מארש Marsh antelopes קטגוריה:צבאי סוף Marsh deer אייל הביצות Marsh frog צפרדע הנחלים Marsh mongoose נמיית מרש Marsha Mason מרשה מייסון Marshal of France מרשל צרפת Marshal of Poland מרשל פולין Marshal of the German Democratic Republic מרשל גרמניה המזרחית Marshal of the Royal Air Force מרשל של חיל האוויר המלכותי Marshal of the Russian Federation מרשל הפדרציה הרוסית Marshal of the Soviet Union מרשל ברית המועצות Marshall מרשל Marshall Allman מרשל אולמן Marshall Defense הגנת מרשל Marshall Faulk מרשל פולק Marshall Hatch מרשל הץ' Marshall Islands איי מרשל Marshall Islands קטגוריה:איי מרשל Marshall Islands at the Olympics איי מרשל במשחקים האולימפיים Marshall McLuhan מרשל מקלוהן Marshall Meyer מרשל מאייר Marshall Plan תוכנית מרשל Marshall Rosenberg מרשל רוזנברג Marshall Sahlins מרשל סהלינס Marshall Sklare Award פרס מרשל סקלאר Marshall Space Flight Center מרכז טיסות החלל מרשל Marshall Thundering Herd men's basketball players קטגוריה:כדורסלני אוניברסיטת מארשל Marshall Warren Nirenberg מרשל וורן נירנברג Marshallese language מרשלית Marshallese people קטגוריה:איי מרשל: אישים Marshallese politicians קטגוריה:איי מרשל: פוליטיקאים Marshalls–Gilberts raids הפשיטה על איי מרשל וגילברט Marshals קטגוריה:מרשלים Marshals of France קטגוריה:מרשלים צרפתים Marshals of Japan קטגוריה:מרשלים יפנים Marshals of Poland קטגוריה:מרשלים פולנים Marshals of the Royal Air Force קטגוריה:מרשלים בחיל האוויר המלכותי Marshals of the Soviet Union קטגוריה:מרשלים סובייטים Marshmallow מרשמלו Marshmallow creme קרם מרשמלו Marshmallows קטגוריה:מרשמלו Marsilio Ficino מרסיליו פיצ'ינו Marsupial חיות כיס Marsupial mole חפרפרת כיס Marsupials קטגוריה:חיות כיס Mart Laar מארט לאר Mart Poom מארט פום Marta מרטה ויירה דה סילבה Marta Gómez מרתה גומז Marta Kauffman מרתה קאופמן Martakert Region מארטקרט Martel מרטל Martello tower מגדלי מרטלו Marten דלק Martensite מרטנזיט Martha מרתה Martha Argerich מרתה ארחריץ' Martha Gellhorn מרתה גלהורן Martha Graham מרתה גרהם Martha Hyer מרתה הייר Martha Jefferson מרתה ויילס סקלטון ג'פרסון Martha Jefferson Randolph מרתה ג'פרסון רנדולף Martha McSally מרתה מקסאלי Martha My Dear Martha My Dear Martha Norelius מרתה נורליוס Martha Nussbaum מרתה נוסבאום Martha Schlamme מרתה שלמה Martha Sharp מרתה שארפ Martha Speaks מרתה מדברת Martha Stewart מרתה סטיוארט Martha Wainwright מרתה ויינרייט Martha Washington מרתה וושינגטון Martha daughter of Boethus מרתא בת ביתוס Martha's Vineyard מרתה'ס ויניארד Marthinus Wessel Pretorius מרטינוס פרטוריוס Marti Kheel מרטי קיל Martial מרטיאליס Martial Arts ספר:אמנויות לחימה Martial Henri Valin מרסיאל ואלן Martial artists קטגוריה:אמני לחימה Martial artists by nationality קטגוריה:אמני לחימה לפי מדינה Martial arts אמנות לחימה Martial arts קטגוריה:אמנויות לחימה Martial arts תבנית:אמנויות לחימה Martial arts films קטגוריה:סרטי אמנויות לחימה Martial eagle עיט לוחם Martial law ממשל צבאי Martian Manhunter הצייד ממאדים Martigny מרטיני Martim Afonso de Sousa מרטים אפונסו דה סוזה Martin מרטין Martin Amis מרטין איימיס Martin Andersen Nexø מרטין אנדרסן נקסה Martin Bain מרטין ביין Martin Balsam מרטין בלסם Martin Baltimore מרטין בולטימור Martin Bormann מרטין בורמן Martin Brodeur מרטן ברודר Martin Buber מרטין בובר Martin Cahill מרטין קאהיל Martin Campbell מרטין קמפבל Martin Chalfie מרטין צ'לפי Martin Clunes מרטין קלונס Martin Cooper מרטין קופר Martin Crimp מרטין קרימפ Martin Dahlin מרטין דאלין Martin Dempsey מרטין דמפסי Martin Evans מרטין אוונס Martin Feldstein מרטין פלדסטיין Martin Fenin מרטין פנין Martin Fiebig מרטין פיביג Martin Freeman מרטין פרימן Martin Fěşko מרטין פשקו Martin Gardner מרטין גרדנר Martin Garrix מרטין גריקס Martin Gilbert מרטין גילברט Martin Glover מרטין גלובר Martin Gore מרטין גור Martin Gray מרטין גריי Martin Guerre מרטן גר Martin Gumpert מרטין גומפרט Martin Harnik מרטין הרניק Martin Hayes מרטין הייז Martin Heidegger מרטין היידגר Martin Heinrich מרטין היינריך Martin Hellberg מרטין הלברג Martin Hellman מרטין הלמן Martin Henderson מרטין הנדרסון Martin Hengel מרטין הנגל Martin Hinteregger מרטין הינטראגר Martin Hoffmann מרטין הופמן Martin Indyk מרטין אינדיק Martin JRM Mars מרטין מארס Martin Jarvis מרטין ג'רוויס Martin Jol מרטין יול Martin Karplus מרטין קרפלוס Martin Keown מרטין קיאון Martin Kippenberger מרטין קיפנברגר Martin Kirschner מרטין קירשנר Martin Kove מרטין קוב Martin Kramer מרטין קרמר Martin Landau מרטין לנדאו Martin Lawrence מרטין לורנס Martin Lewis Perl מרטין פרל Martin Lindstrom מרטין לינדסטרום Martin Luther מרטין לותר Martin Luther King III מרטין לותר קינג השלישי Martin Luther King Jr. Day יום מרטין לותר קינג Martin Luther University of Halle-Wittenberg אוניברסיטת האלה-ויטנברג Martin Luther University of Halle-Wittenberg faculty קטגוריה:סגל אוניברסיטת האלה-ויטנברג Martin M-130 מרטין M-130 Martin Marietta מרטין מריאטה Martin Marietta X-24A מרטין-מרייטה X-24 Martin Marietta X-24B מרטין-מרייטה X-24 Martin Maryland מרטין מרילנד Martin Max מרטין מקס Martin McGuinness מרטין מקגינס Martin Morning מרטין על הבוקר Martin Mull מרטין מול Martin Niemöller מרטין נימלר Martin O'Malley מרטין אומאלי Martin O'Neill מרטין אוניל Martin PBM Mariner PBM מארינר Martin Peters מרטין פיטרס Martin Reynolds מרטין ריינולדס Martin Ritt מרטין ריט Martin Rodbell מרטין רודבל Martin Schlaff מרטין שלאף Martin Schulz מרטין שולץ Martin Scorsese מרטין סקורסזה Martin Seligman מרטין סליגמן Martin Sheen מרטין שין Martin Sheridan מרטין שרידן Martin Sherman מרטין שרמן Martin Short מרטין שורט Martin Siem מרטין סיאם Martin Smedberg-Dalence מרטין סמדברג-דאלנסה Martin Solveig מרטין סולבייג Martin Stranzl מרטין שטרנצל Martin Turnovský מרטין טורנובסקי Martin Van Buren מרטין ואן ביורן Martin Wagner מרטין ואגנר Martin Waldseemüller מרטין ולדזמילר Martin Weinek מרטין ויינק Martin X-23 PRIME X-23 Martin de Porres מרטין דה פורס Martin du Bellay מרטין די בלה Martin of Tours מרטין מטור Martin van Creveld מרטין ון קרפלד Martin Ødegaard מרטין אודגור Martin Škrtel מרטין שקרטל Martin's axiom אקסיומת מרטין Martin-Gropius-Bau מרטין-גרופיוס-באו MartinEm/abc נבחרת סרביה ומונטנגרו בכדורגל Martina Gedeck מרטינה גדק Martina Hellmann מרטינה הלמן Martina Hingis מרטינה הינגיס Martina McBride מרטינה מק'ברייד Martina Müller מרטינה מילר Martina Navratilova מרטינה נברטילובה Martina Stoessel מרטינה סטואסל Martina Strutz מרטינה שטרוץ Martina Suchá מרטינה סוחה Martina Voss-Tecklenburg מרטינה פוס-טקלנבורג Martinair מרטינאייר Martingale מרטינגל Martini מרטיני Martiniquais footballers קטגוריה:כדורגלנים מרטיניקים Martiniquais sportspeople קטגוריה:ספורטאים מרטיניקים Martinique מרטיניק Martinique קטגוריה:מרטיניק Martinique Sainte-Marie סנט-מארי Martinique national football team נבחרת מרטיניק בכדורגל Martins's tamarin טמרין מרטין Martinus מרטינוס Martinus Nijhoff Publishers Martinus Nijhoff Publishers Martok מרטוק Marton Csokas מרטון קסוקס Martti Ahtisaari מרטי אהטיסארי Martvili Municipality נפת מרטווילי Marty מרטי Marty Balin מרטי באלין Marty Friedman מרטי פרידמן Marty McFly מרטי מק'פליי Marty Peretz מרטין פרץ Marty Walsh מרטי וולש Martyn Brabbins מרטין בראבינס Martyn Poliakoff מרטין פוליאקוף Martyr מרטיר Martyrdom in Judaism מסירות נפש Martyrs' Day כיכר השהידים Martí Riverola מרטי ריברולה Martí Ventolrà מרטי ונטולרה Martí Vergés מרטי ורז'ס Martín Berasategui מרטין בראסאטגי Martín Cáceres מרטין קאסרס Martín Demichelis מרטין דמיצ'ליס Martín Fierro מרטין פיירו Martín Fiz מרטין פיס Martín López-Zubero מרטין לופז זוברו Martín Miguel de Güemes מרטין מיגל דה גואמס Martín Montoya מרטין מונטויה Martín Palermo מרטין פלרמו Martín Silva מרטין סילבה Martín Torrijos מרטין טוריחוס Martínez מרטינס Marullus מארולוס Marus מארוס Marvel 1985 מארוול 1985 Marvel Cinematic Universe היקום הקולנועי של מארוול Marvel Comics מארוול קומיקס Marvel Comics ספר:מארוול קומיקס Marvel Comics קטגוריה:מארוול קומיקס Marvel Comics supervillains קטגוריה:נבלי על במארוול קומיקס Marvel Studios אולפני מארוול Marvel Universe יקום מארוול MarvelShield.jpg קובץ:MarvelShield.jpg Marvin מרווין Marvin Compper מרווין קומפר Marvin David Levy מרווין דוויד לוי Marvin Gaye מרווין גיי Marvin Hamlisch מרווין האמליש Marvin Harris מרווין האריס Marvin Harrison מארווין האריסון Marvin Minsky מרווין מינסקי Marvin Williams מרווין ויליאמס Marwahin מרווחין Marwan Barghouti מרואן ברגותי Marwan I מרואן הראשון Marwan Issa מרוואן עיסא Marwan Kabha מרואן כבהא Marx מרקס Marx Brothers האחים מרקס Marx Brothers קטגוריה:האחים מרקס Marx-Engels Forum פורום מרקס אנגלס Marxism מרקסיזם Marxism קטגוריה:מרקסיזם Marxist feminism פמיניזם מרקסיסטי Marxists קטגוריה:מרקסיסטים Mary אם ישו קטגוריה:מרים Mary מרי Mary Ainsworth מרי איינסוורת Mary Ann Bevan מארי אן בוון Mary Ann Shadd מרי אן שד Mary Anning מארי אנינג Mary Arthur McElroy מרי מקאלרוי Mary Astell מרי אסטל Mary Badham מרי בדהם Mary Barra מרי בארה Mary Barton מרי ברטון Mary Beard מרי בירד Mary Berg מרי ברג Mary Blair מרי בלייר Mary Blige מרי ג'יי בלייג' Mary Boleyn מרי בוליין Mary Borden מרי בורדן Mary Burchell אידה קוק Mary Calderone מרי קלדרון Mary Cassatt מארי קאסאט Mary Celeste מרי סלסט Mary Cowden Clarke מרי קאודן קלארק Mary Decker מארי דקר Mary Douglas מרי דאגלס Mary Elizabeth Coleridge מארי אליזבת קולרידג' Mary Elizabeth Mastrantonio מרי אליזבת מסטרנטוניו Mary Elizabeth Winstead מרי אליזבת' וינסטד Mary Elvira Weeks מרי אלוירה ויקס Mary Fallin מרי פאלין Mary Fields מרי פילדס Mary Garden מרי גארדן Mary Had a Little Lamb למרי הייתה כבשה קטנה Mary Harris Jones מרי האריס ג'ונס Mary Harrison McKee מרי הריסון מקי Mary Higgins Clark מרי היגינס קלארק Mary Hopkin מרי הופקין Mary I of England מלכת אנגליה מרי הראשונה Mary II of England מלכת אנגליה מרי השנייה Mary Jane Watson מרי ג'יין ווטסון Mary Kay Bergman מרי קיי ברגמן Mary Kenneth Keller מרי קנת' קלר Mary Kingsley מרי קינגסלי Mary Lasker מרי לסקר Mary Leakey מרי ליקי Mary Lou Retton מרי לו רטון Mary Lou Williams מרי לו ויליאמס Mary Lura Sherrill מרי לורה שריל Mary Lynn Rajskub מרי לין רייסקוב Mary Lyon מרי ליאון Mary Magdalene מרים המגדלית Mary Mallon מרי טיפוס Mary Margaret Blanchard מרי מרגרט בלנשארד Mary Marvel מרי מארוול Mary McAleese מארי מקאליס Mary McCarthy מרי מקארתי Mary McDonnell מרי מקדונל Mary Meagher מרי טי מאהר Mary Midgley מרי מידג'לי Mary Morstan מרי מורסטן Mary Norton מרי נורטון Mary Peters מארי פיטרס Mary Pickford מרי פיקפורד Mary Poppins מרי פופינס Mary Rand מרי ראנד Mary Read מרי ריד Mary Renault מרי רנו Mary Ritter Beard מרי ריטר בירד Mary Robinson מרי רובינסון Mary Rose מרי רוז Mary Schapiro מרי שפירו Mary Schaps מלכה שפס Mary Shelley מרי שלי Mary Sidney רוזנת פמברוק מרי סידני Mary Somerville מרי סומרוויל Mary Steenburgen מרי סטינבורגן Mary Stuart מרי סטיוארט Mary Stuart Masterson מרי סטיוארט מסטרסון Mary Therese Friel מארי תרז פריאל Mary Todd Lincoln מרי טוד לינקולן Mary Tudor מרי טיודור Mary Tyler Moore מרי טיילר מור Mary Ure מרי יור Mary Wayte מרי וייט Mary Wesley מרי וזלי Mary Wigman מרי ויגמן Mary Wollstonecraft מרי וולסטונקראפט Mary and Max מרי ומקס Mary of Bethany מרים מבית עניה Mary of Burgundy דוכסית בורגונדיה מארי Mary of Guelders מרי מחלדר Mary of Guise מארי דה גיז Mary of Jesus de León y Delgado מריה דה לאון Mary of Modena מרי ממודנה Mary of Teck מרי מטק Mary the Jewess מרים היהודייה Mary's Well מעיין מרים Mary-Claire King מארי-קלייר קינג Mary-Kate and Ashley Olsen מרי קייט ואשלי אולסן Mary-Louise Parker מרי-לואיז פרקר Maryam Mirzakhani מרים מירזחאני Maryam d'Abo מרים ד'אבו Maryana Marrash מריאנה מראש Marye of Yejju צ'יף יג'ו מאריה Maryina Horka מרינה הורקה Maryland מרילנד Maryland קטגוריה:מרילנד Maryland תבנית:מרילנד Maryland Annapolis אנאפוליס Maryland Annapolis קטגוריה:אנאפוליס Maryland Baltimore קטגוריה:בולטימור Maryland Day יום מרילנד Maryland Pikesville פייקסוויל Maryland Rockville רוקוויל Maryland Sports in Baltimore קטגוריה:בולטימור: ספורט Maryland State House בית המדינה של מדינת מרילנד Maryland Terrapins men's basketball players קטגוריה:כדורסלני אוניברסיטת מרילנד Marylebone מרילבון Marylebone Road דרך מרילבון Marzabotto massacre טבח מרזבוטו Marzahn מרצאן Marzahn-Hellersdorf מרצאן-הלרסדורף Marzel מרזל Marzieh Vahid-Dastjerdi מרזייה וחיד דאסתג'רדי Marzipan מרציפן Maréchal de camp פילדמרשל María Adánez מריה אדאנס María Del Cerro מריה דל סרו María Edwards מריה אראסוריס María Eugenia Suárez אאוחניה סוארס María Isabel מריה איסבל María José Martínez Sánchez מריה חוסה מרטינס סאנצ'ס María Luz Incident תקרית מריה לוז María Sánchez Lorenzo מריה סאנצ'ס לורנסו María la del Barrio מריה מריה Mas Oyama מסוטאצו אוימה Mas'ade מסעדה Mas'ud Hai Rakkah מסעוד חי רקח Masa מסע Masa Israel Journey פרויקט מסע Masa Takayama מאסיושי טקיאמה Masaad Kassis מסעד קסיס Masaaki Hatsumi מאסאקי האצומי Masaaki Shirakawa מסאקי שיראקאווה Masaaki Suzuki מסאקי סוזוקי Masaccio מזאצ'ו Masada מסדה Masada מצדה Masada cableway רכבל מצדה Masai giraffe ג'ירף מסאי Masai lion אריה מסאי Masaichi Niimi מאסאיצ'י נימי Masaji Kiyokawa מאסג'י קיוקאווה Masaki Kobayashi מאסאקי קובאיאשי Masala מסאלה Masala chai צ'אי הודי Masalit people מאסאליט Masao Maruyama מסאו מרויאמה Masaru Emoto מסרו אמוטו Masaryk מסריק Masaryk Square כיכר מסריק Masashi Kishimoto מסאשי קישימוטו Masashi Tashiro מאסאשי טאשירו Masatoshi Koshiba מסטושי קושיבה Masayoshi Ōhira מסיושי אוהירה Mascara מסקרה Mascaraneus remotus מסקרנאוס רמוטוס Mascaron מסקרון Mascarpone מסקרפונה Mascha Kaléko מאשה קאלקו Maschke's theorem משפט משקה Mascot קמע Masculinity גבריות Masei פרשת מסעי Maserati מזראטי Maserati 3200 GT מזראטי 3200GT Maserati GranTurismo מזראטי גראן-טוריסמו Maserati Quattroporte מזראטי קוואטרופורטה Maserati vehicles קטגוריה:רכבי מזראטי Maseru מסרו Mash מש Mash תבנית:מ.א.ש Mash'en משען Masha Bruskina מאשה ברוסקינה Masha Gessen מאשה גסן Masha Lubelsky מאשה לובלסקי Mashabei Sadeh משאבי שדה Mashal משל Mashallah משאללה Mashallah ibn Athari משאללה אבן את'רי Mashav המרכז לשיתוף פעולה בינלאומי Mashed potato מחית תפוחי אדמה Mashgiach משגיח כשרות Mashgiach ruchani משגיח Mashgiach ruchani קטגוריה:משגיחים Mashhad משהד Mashhadi Jews אנוסי משהד Mashimaro משימרו Mashina משינה Mashpia משפיע Mashrabiya משרביה Mashriq משריק Mashrou' Leila משרוע ליילה Mashup מאש אפ Mashup קטגוריה:מאש אפ Mashup רומן מוכמן Masi Oka מאסי אוקה Masil al-Jizl מסיל אל-ג'יזל Masindi District מאסינדי Masinissa מסיניסה Masjid al-Haram מסגד אל-חראם Mask מסכה Mask of Agamemnon מסכת אגממנון Mask of zorro.jpg קובץ:Mask of zorro.jpg Masked duck ברווז המסיכה Masked palm civet זבד דקל מסיכתי Masked shrike חנקן נובי Maskil השכלה Masking agent מיסוך כימי Maskiot משכיות Maslenitsa מסלניצה Maslow's hierarchy of needs תאוריית הצרכים Maslul מסלול Masmak fort מצודת אל-מסמכ Masmuda מסמודה Mason מייסון Mason Plumlee מייסון פלאמלי Mason's mark סימן סתתים Masonic Temple בית הבונים החופשיים Masonic lodge לשכת בונים חופשיים Masonic ritual and symbolism טקסים וסמלים בבנייה החופשית Masonry בנייה בלבנים Mason–Dixon line קו מייסון-דיקסון Masoretes מסורה Masoretic Text נוסח המסורה Masortim מסורתיים Masoud Barzani מסעוד ברזאני Masovian Voivodeship מזוביה Masovian Voivodeship קטגוריה:מזוביה Masovian Voivodeship Andrzejewo אנדז'ייבו Masovian Voivodeship Bodzanów בודזאנוב Masovian Voivodeship Ciepielów צ'פיילוב Masovian Voivodeship Dobre דוברה Masovian Voivodeship Gniewoszów גנייבושוב Masovian Voivodeship Głowaczów גלובצ'וב Masovian Voivodeship Sienno שיינו Masovian Voivodeship Sobolew סובולב Masovian Voivodeship Wolanów וולנוב Masque Masque Masquerade סוויטת מסקרד Masquerade ball נשף מסכות Mass מיסה Mass מסה Mass קטגוריה:מיסה Mass Effect Mass Effect Mass Effect קטגוריה:Mass Effect Mass Effect 2 Mass Effect 2 Mass Effect 3 Mass Effect 3 Mass Effect Galaxy Mass Effect Galaxy Mass hysteria היסטריה המונית Mass in B minor מיסה בסי מינור Mass line קו ההמונים Mass media קטגוריה:תקשורת המונים Mass media תקשורת המונים Mass murder רצח המוני Mass number מספר מסה Mass politics מפלגת המון Mass production ייצור המוני Mass spectrometry ספקטרומטר מסה Mass suicides in 1945 Nazi Germany התאבדויות המוניות בשלהי הרייך השלישי Mass surveillance מעקב המונים Mass wasting תנועת בלית Mass-casualty incident אירוע רב-נפגעים Massa מאסה Massa מסה Massachusetts מסצ'וסטס Massachusetts קטגוריה:מסצ'וסטס Massachusetts תבנית:מסצ'וסטס Massachusetts Boston קטגוריה:בוסטון Massachusetts Brookline ברוקליין Massachusetts Buildings and structures in Boston קטגוריה:בוסטון: מבנים Massachusetts Cambridge קטגוריה:קיימברידג' Massachusetts Cambridge קיימברידג' Massachusetts Culture of Boston קטגוריה:בוסטון: תרבות Massachusetts Education in Boston קטגוריה:בוסטון: חינוך Massachusetts History of Boston קטגוריה:בוסטון: היסטוריה Massachusetts Institute of Technology המכון הטכנולוגי של מסצ'וסטס Massachusetts Institute of Technology קטגוריה:המכון הטכנולוגי של מסצ'וסטס Massachusetts Institute of Technology alumni קטגוריה:בוגרי המכון הטכנולוגי של מסצ'וסטס Massachusetts Institute of Technology faculty קטגוריה:סגל המכון הטכנולוגי של מסצ'וסטס Massachusetts Lawrence לורנס Massachusetts Lowell לוול Massachusetts Mayors of Boston קטגוריה:ראשי עיריית בוסטון Massachusetts People from Boston קטגוריה:בוסטון: אישים Massachusetts Skyscrapers in Boston קטגוריה:בוסטון: גורדי שחקים Massachusetts Sports in Boston קטגוריה:בוסטון: ספורט Massachusetts Springfield ספרינגפילד Massachusetts Tewksbury טוקסברי Massachusetts Waltham וולת'ם Massachusetts Worcester ווסטר Massachusetts culture קטגוריה:מסצ'וסטס: תרבות Massacre טבח Massacre of the Innocents טבח החפים מפשע Massacres קטגוריה:מעשי טבח Massacres in Israel קטגוריה:מעשי טבח בישראל Massacres in Lebanon קטגוריה:מעשי טבח בלבנון Massacres in the United States קטגוריה:מעשי טבח בארצות הברית Massad מסד Massage עיסוי Massage קטגוריה:עיסוי Massasoit מססואיט Massawa מאסאווה Masseter muscle שריר המלעס Massey מאסי Massey University אוניברסיטת מאסי Massiel מסיאל Massif מסיב Massimiliano Allegri מסימיליאנו אלגרי Massimiliano Rosolino מאסימיליאנו רוסולינו Massimo Ambrosini מאסימו אמברוזיני Massimo Bonini מאסימו בוניני Massimo Oddo מאסימו אודו Massimo Troisi מאסימו טרואיזי Massive Attack Massive Attack Massive Ordnance Penetrator MOP Massive open online course קורס פתוח מקוון מרובה משתתפים Massively multiplayer online game משחק רשת מרובה משתתפים Massively multiplayer online games קטגוריה:משחקי רשת מרובי-משתתפים Massively multiplayer online role-playing game משחקי תפקידים המוניים ברשת Massively multiplayer online role-playing games קטגוריה:משחקי תפקידים מרובי-משתתפים אונליין Masson Mill מפעל מסון Mass–energy equivalence E=mc² Mast תורן Mast cell תא פיטום Masta Ace מאסטה אייס Mastaba מסטבה Mastectomy מסטקטומיה Master מאסטר Master רב חובלים Master P מאסטר פי Master System Sega Master System Master boot record Master boot record Master class כיתת אמן Master commandant מאסטר-קומנדנט Master equation משוואת מסטר Master of Magic Master of Magic Master of Meßkirch המאסטר ממסקירך Master of Orion Master of Orion Master of Orion II: Battle at Antares Master of Orion II Master of Orion III Master of Orion III Master of Puppets Master of Puppets Master of Reality Master of Reality Master of Wine מאסטר ביין Master of the Barbarigo Reliefs אמן תבליטי בארבאריגו Master of the Rolls שומר המגילות Master theorem שיטת האב Master's degree מוסמך אוניברסיטה MasterCard מסטרקארד MasterChef Israel מאסטר שף Mastermind מאסטרמיינד Mastermind מקבילית המוחות Masterpiece יצירת מופת Masters Olympia מאסטרס אולימפיה Masters Tournament טורניר המאסטרס Masters and Johnson מאסטרס וג'ונסון Masters of Evil אדוני הרשע Masters of Sex הסקס של מאסטרס Masters of the Universe שליטי היקום Masti משתמש:Masti Mastic מסטיקא Mastichochoria מסטיקוחוריה Mastik Menta Chocolate שוקולד מנטה מסטיק Mastodon מסטודון Mastoiditis דלקת הזיז הפטמתי Masturbation אוננות Masu'ot Yitzhak משואות יצחק Masua משואה Masud Ghnaim מסעוד גנאים Masurian Lake District האגמים המזוריים Masyaf מסייף Masyu מאסיו Mat Cauthon מאט קוטון Mata מאטה Mata Amritanandamayi מאטה אמריטננדמאיי Mata Hari מאטה הארי Mata mata מטמטא Mata-Utu מאטה אוטו Matadi מאטדי Matador מטאדור Matador מטדור Matagorda Bay מפרץ מאטאגורדה Matalon מטלון Matambre מטמברה Matan Barashi מתן בראשי Matan Hodorov מתן חודורוב Matan Naor מתן נאור Matan Ohayon מתן אוחיון Matan Porat מתן פורת Matan Vilnai מתן וילנאי Matana MiShamayim מתנה משמיים Matanikau Offensive מתקפת המטניקאו Matanuska Glacier קרחון מטנוסקה Matanya משתמש:מתניה Matanya Abramson מתניה אברמסון Mataz מתאזה Matbucha מטבוחה Matcal Tower מגדל המטכ"ל Match גפרור Match cut מאטץ' קאט Matcha מאצ'ה Matchbox קופסת גפרורים Matched הבחירה Matching שידוך Matching Mole מאצ'ינג מול Matchlock בריח פתיל Matchmaking שידוך Matchstick Men אנשי המזימות Matchstick puzzle חידת גפרורים Mate מאטה Mate מטה Mate Baturina מטה בטורינה Mateh Asher Regional Council מועצה אזורית מטה אשר Mateh Asher Regional Council קטגוריה:מועצה אזורית מטה אשר Mateh Asher Regional Council תבנית:מועצה אזורית מטה אשר Mateh Binyamin Almon עלמון Mateh Binyamin Alon אלון Mateh Binyamin Amona עמונה Mateh Binyamin Eli עלי Mateh Binyamin Matityahu מתתיהו Mateh Binyamin Migron מגרון Mateh Binyamin Neria נריה Mateh Binyamin Nili ניל"י Mateh Binyamin Regional Council מועצה אזורית מטה בנימין Mateh Binyamin Regional Council קטגוריה:מועצה אזורית מטה בנימין Mateh Binyamin Regional Council תבנית:מועצה אזורית מטה בנימין Mateh Binyamin Shilo שילה Mateh Yehuda Regional Council מועצה אזורית מטה יהודה Mateh Yehuda Regional Council קטגוריה:מועצה אזורית מטה יהודה Mateh Yehuda Regional Council תבנית:מועצה אזורית מטה יהודה Matei Basarab מאתיי בסאראב Matei Millo מאטיי מילו Matei Pavel Haiducu מאתיי היידוקו Matej Delač מאטיי דלאץ' Mateja Kežman מתיאה קז'מן Mateo Alemán מתאו אלמן Mateo Kovačić מתאו קובאצ'יץ' Mater Dei Hospital בית החולים מאטר דאי Mater lectionis אם קריאה Matera מטרה Material Design Material Design Material Girl Material Girl Material conditional אם-אז Material derivative נגזרת חומרית Material requirements planning MRP Materialism מטריאליזם Materials קטגוריה:חומרי גלם Materials science הנדסת חומרים Materials science קטגוריה:הנדסת חומרים Maternal disorders predominantly related to pregnancy קטגוריה:הפרעות באם הקשורות להריון Maternal physiological changes in pregnancy פיזיולוגיה של ההיריון Maternity hospital בית יולדות Maternity hospitals קטגוריה:בתי חולים ליולדות Mateus מתאוס Math יחידה:Math Math.geek3.1415926/sandbox/Jeremiah ירמיהו MathKnight משתמש:MathKnight MathKnight-at-TAU משתמש:MathKnight-at-TAU MathKnight/Gothic משתמש:MathKnight\גותיקה MathType MathType MathWorld MathWorld Mathematica Mathematica Mathematical analysis אנליזה מתמטית Mathematical analysis קטגוריה:אנליזה מתמטית Mathematical and theoretical biology ביולוגיה מתמטית Mathematical and theoretical biology קטגוריה:ביולוגיה מתמטית Mathematical anxiety חרדת מתמטיקה Mathematical axioms קטגוריה:אקסיומות Mathematical beauty יופי מתמטי Mathematical chess problems קטגוריה:חידות שחמט Mathematical constant קבוע מתמטי Mathematical constants קטגוריה:קבועים מתמטיים Mathematical fallacy הוכחה שגויה Mathematical finance מתמטיקה פיננסית Mathematical finance קטגוריה:מתמטיקה פיננסית Mathematical formulation of quantum mechanics הפוסטולטים של תורת הקוונטים Mathematical function templates קטגוריה:תבניות חישוב Mathematical induction אינדוקציה מתמטית Mathematical institutes קטגוריה:מכוני מחקר מתמטי Mathematical logic לוגיקה מתמטית Mathematical logic קטגוריה:לוגיקה מתמטית Mathematical model מודל מתמטי Mathematical optimization אופטימיזציה Mathematical optimization קטגוריה:אופטימיזציה מתמטית Mathematical problem בעיה מתמטית Mathematical problems קטגוריה:בעיות נודעות במתמטיקה Mathematical proof הוכחה Mathematical proofs קטגוריה:הוכחה Mathematical puzzle חידה מתמטית Mathematical relations קטגוריה:יחסים מתמטיים Mathematical series קטגוריה:טורים מתמטיים Mathematical software קטגוריה:תוכנות מתמטיקה Mathematical structure מבנה Mathematical symbols קטגוריה:סימנים מתמטיים Mathematical table לוח לוגריתמים Mathematical terminology קטגוריה:מושגים במתמטיקה Mathematical theorems קטגוריה:משפטים מתמטיים Mathematical tools קטגוריה:כלי חישוב Mathematician מתמטיקאי Mathematicians קטגוריה:מתמטיקאים Mathematicians by nationality קטגוריה:מתמטיקאים לפי מדינה Mathematics מתמטיקה Mathematics ספר:מתמטיקה Mathematics פורטל:מתמטיקה Mathematics קטגוריה:מתמטיקה Mathematics Genealogy Project פרויקט הגנאלוגיה במתמטיקה Mathematics and abstraction infobox templates קטגוריה:תבניות פרמטריות - מתמטיקה Mathematics and culture קטגוריה:תרבות מתמטית Mathematics awards קטגוריה:פרסים למתמטיקה Mathematics books קטגוריה:ספרי מתמטיקה Mathematics education הוראת המתמטיקה Mathematics education קטגוריה:הוראת המתמטיקה Mathematics journals קטגוריה:כתבי עת מתמטיים Mathematics of paper folding מתמטיקה של קיפולי נייר Mathematics stubs קטגוריה:קצרמר מתמטיקה Mathematics templates קטגוריה:תבניות ניווט - מתמטיקה Mathematics/Featured picture archive פורטל:מתמטיקה/תמונה נבחרת/גלריה Mathematics/Featured picture/2011 04 פורטל:מתמטיקה/תמונה נבחרת/67 Mathematics/Featured picture/2011 11 פורטל:מתמטיקה/תמונה נבחרת/66 Mathematics/Featured picture/2013 02 פורטל:מתמטיקה/תמונה נבחרת/65 Mathematikum מתמטיקום Mathematische Annalen Mathematische Annalen Matheus Pereira/Dirt Dirt Mathew Brady מת'יו בריידי Mathew Helm מתיו הלם Mathew Leckie מת'יו לקי Mathew Ryan מת'יו ריאן Mathias Rust מתיאס רוסט Mathias Sandorf נקמת המורד Mathias Énard מתיאס אנאר Mathias-S משתמש:Mathias-S Mathieu Amalric מתייה אמלריק Mathieu Debuchy מתייה דבושי Mathieu Flamini מתייה פלמיני Mathieu Kassovitz מתייה קסוביץ Mathieu Schneider מת'יו שניידר Mathieu Valbuena מתייה ולבואנה Mathieu group חבורות מתיו Mathilda Guez מטילדה גז Mathilde Krim מתילדה קרים Mathilde Marchesi מתילדה מרקזי Mathos מאתוס Mati Klarwein מתי קלארווין Mati Shemoelof מתי שמואלוף Matilda מטילדה Matilda Betham-Edwards מתילדה בתאם-אדוורדס Matilda II מטילדה Matilda Koen-Sarano מתילדה כהן-סראנו Matilda Mother Matilda Mother Matilda of Flanders מתילדה מפלנדריה Matilda of Tuscany מטילדה רוזנת טוסקנה Mating הזדווגות Matisse מאטיס Matisyahu מתיסיהו Matityahu Drobles מתתיהו דרובלס Matjaž Smodiš מתיאז' סמודיש Matka מטקה Matka Canyon קניון מטקה Matkot מטקות Matlock Bath מטלוק באת' Matmo/Sandbox 1 באוקטובר Mato Dukovac מאטו דוקובאץ' Mato Grosso מאטו גרוסו Mato Grosso קטגוריה:מאטו גרוסו Mato Grosso do Sul מאטו גרוסו דו סול Mato Grosso do Sul קטגוריה:מאטו גרוסו דו סול Matochkin Strait מצר מטוצ'קין Matot פרשת מטות Matriarchy מטריארכיה Matricaria בבונג Matrices קטגוריה:מטריצות Matrioshka brain מוח מטריושקה Matrix מטריצה Matrix מטריקס Matrix מסת אם Matrix addition חיבור Matrix congruence חפיפת מטריצות Matrix management ניהול מטריציוני Matrix metalloproteinase מטריקס מטאלו-פרוטאינאז Matrix multiplication כפל מטריצות Matrix of ones מטריצת אחדות Matrix ring חוג מטריצות Matrix similarity דמיון מטריצות Matroid מטרואיד Matronae Aufaniae אופאניה Matronymic מטרונים Matroska MKV Matryoshka doll מטריושקה Mats Hummels מאטס הומלס Mats Wilander מאטס וילאנדר Matsue Castle טירת מצואה Matsukata Masayoshi מצוקטה מאסיושי Matsuo Bashō מצואו באשו Matsura Takanobu מצואורה טקאנובו Matsushima מצושימה Matt Barnes מאט בארנס Matt Bellamy מת'יו בלאמי Matt Biondi מאט ביונדי Matt Bomer מאט בומר Matt Bonner מאט בונר Matt Busby מאט באזבי Matt Cameron מאט קמרון Matt Crypto/Simplified Cryptography קריפטוגרפיה Matt Dallas מאט דאלאס Matt Damon מאט דיימון Matt Dillon מאט דילון Matt Drudge מאט דראדג' Matt Flynn מאט פליין Matt Grevers מאט גריוורס Matt Groening מאט גריינינג Matt Haimovitz מט חיימוביץ Matt Harding מאט הארדינג Matt Hardy מאט הארדי Matt Jefferies מאט ג'פריס Matt Lanter מאט לנטר Matt LeBlanc מאט לה-בלאנק Matt Lucas מאט לוקאס Matt McGorry מאט מקגורי Matt McQueen מאט מקווין Matt Mullenweg מאט מולנווג Matt Ridley מאט רידלי Matt Schulze מאט שולץ Matt Smith מאט סמית Matt Stone מאט סטון Matt Vogel מאט ווגל Matt308ohyeah/sandbox חלום בלהות Mattachine Society אגודת מאטאשין Mattafix מטאפיקס Mattan מתן Mattanya Cohen מתניה כהן Mattat מתת Mattathias מתתיהו הכהן Mattathias ben Theophilus מתתיהו בן תיאופילוס Mattel מאטל Matteo Darmian מתאו דרמיאן Matteo Goffriller מטאו גופרילר Matteo Renzi מתאו רנצי Matteo Ricci מטאו ריצ'י Matteo Rivolta מטאו ריוולטה Matteo da Perugia מטאו דה פרוג'ה Matter חומר Matter wave השערת דה ברויי Matterhorn מטרהורן Matterhorn Bobsleds מזחלות מטרהורן Matterhorn: A Novel of the Vietnam War מטרהורן Mattersburg מטרסבורג Matteya ben Heresh רבי מתיא בן חרש Matthew Arnold מת'יו ארנולד Matthew Broderick מתיו ברודריק Matthew Bronfman מתיו ברונפמן Matthew Davis מת'יו דייוויס Matthew Dellavedova מת'יו דלאבדובה Matthew Flinders מתיו פלינדרס Matthew Fontaine Maury מת'יו מורי Matthew Fox מת'יו פוקס Matthew Goode מת'יו גוד Matthew Gould מת'יו גולד Matthew Gray Gubler מתיו גריי גאבלר Matthew III Csák מאתה צ'אק Matthew Lewis מתיו לואיס Matthew Lillard מת'יו לילארד Matthew Locke מתיו לוק Matthew Macfadyen מת'יו מקפדיין Matthew McConaughey מתיו מקונוהיי Matthew Mitcham מתיו מיצ'ם Matthew Modine מת'יו מודין Matthew Morrison מת'יו מוריסון Matthew Moy מת'יו מוי Matthew Nathan מתיו נייתן Matthew Perry מת'יו פרי Matthew Rabin מת'יו רבין Matthew Rhys מת'יו ריס Matthew Ridgway מת'יו רידג'וויי Matthew Settle מת'יו סטל Matthew Shepard מת'יו שפרד Matthew Szulik מתיו סזוליק Matthew Thornton מתיו תורנטון Matthew Underwood מתיו אנדרווד Matthew Upson מתיו אפסון Matthew Weiner מתיו ויינר Matthew effect אפקט מתי Matthew the Apostle מתי Matthias Church כנסיית מתיאש Matthias Corvinus מלך הונגריה מתיאש הראשון Matthias Ginter מתיאס גינטר Matthias Grünewald מתיאס גרינוואלד Matthias Herget מתיאס הרגט Matthias Jakob Schleiden מתיאס שליידן Matthias Küntzel מתיאס קונצל Matthias Lehmann מתיאס להמן Matthias Sammer מתיאס זאמר Matthias Sindelar מתיאס סינדלר Matthias de Zordo מתיאס דה צורדו Matthias of Arras מאתיאס מאראס Matthiola מנתור Matti Caspi מתי כספי Matti Nykänen מתי ניקנן Matti Vanhanen מאטי ואנהאנן Mattia מתיא Mattia Battistini מטיאה בטיסטיני Mattia De Sciglio מתיה דה שיליו Mattia Destro מאטיה דסטרו Mattia Preti מתיה פרטי Mattimeo מטימאו Mattityahu Peled מתי פלד Mattityahu Strashun מתתיהו שטראשון Mattiwilda Dobbs מטיווילדה דובס Mattress מזרן Matua מאטואה Maturidi האסכולה המאתורידית Maturinus מטורינוס Maturity onset diabetes of the young MODY Matvei Golovinski מטווי גולובינסקי Matvei Petrovich Bronstein מאטבי ברונשטיין Matvei Vainrub מטביי גריגורייביץ' ויינרוב Matvei Zakharov מאטוויי זכארוב Matvey Blanter מטוויי בלנטר Matylda Getter מטילדה גטר Matza restaurant suicide bombing הפיגוע במסעדת מצה Matzah ball קניידלעך Matzah brei מצה בריי Matzliah מצליח Matzo מצה Matzor מצור Matzpen מצפן Matzuva מצובה Matzuva attack פיגוע מצובה Matías Almeyda מתיאס אלמיידה Matías Cahais מתיאס קהאיס Matías Fernández מתיאס פרננדס Matías Suárez מתיאס סוארס Mau Mau Uprising מאו מאו Maud Adams מוד אדמס Maud Menten מוד מנטן Maud Nathan מוד נייתן Maud Watson מוד ווטסון Maud of Wales הנסיכה מוד מוויילס Mauerpark מאואר פארק Maui מאווי Maumoon Abdul Gayoom מאומון עבדול גאיום Mauna Kea מאונה קיאה Mauna Loa מאונה לואה Mauno Koivisto מאונו קויביסטו Maureen Forrester מורין פורסטר Maureen Lipman מורין ליפמן Maureen O'Hara מורין או'הרה Maureen Stapleton מורין סטייפלטון Maureen Tucker מורין טאקר Mauren מאורן Mauretania מאוריטניה Maurice מוריס Maurice קיסר האימפריה הביזנטית מאוריסוס Maurice "Rocket" Richard Trophy גביע מוריס "רוקט" רישאר Maurice Abravanel מוריס אברבנאל Maurice Allais מוריס אלה Maurice André מוריס אנדרה Maurice Ascalon מוריס אשקלון Maurice Barrès מוריס בארס Maurice Bavaud מוריס באבו Maurice Blitz מוריס בליץ Maurice Bourgès-Maunoury מוריס בורז'ס-מונורי Maurice Béjart מוריס בז'אר Maurice Carbonaro User:Maurice Carbonaro Maurice Challe מוריס שאל Maurice Cheeks מוריס צ'יקס Maurice Chevalier מוריס שבלייה Maurice Couve de Murville מוריס קוב דה מירוויל Maurice Donnay מוריס דונה Maurice Duruflé מוריס דיריפלה Maurice El Mediouni מוריס אל מדיוני Maurice Emmanuel מוריס עמנואל Maurice Fox מוריס פוקס Maurice Gamelin מוריס גמלאן Maurice Garin מוריס גארן Maurice Gendron מוריס ז'נדרון Maurice Goldenhar מוריס גולדנהר Maurice Greene מוריס גרין Maurice Halbwachs מוריס האלבווקס Maurice Hilleman מוריס הילמן Maurice Jarre מוריס ז'אר Maurice Joly מוריס ז'ולי Maurice Karnaugh מוריס קרנו Maurice Lauré מוריס לורה Maurice Leblanc מוריס לבלאן Maurice Maeterlinck מוריס מטרלינק Maurice Merleau-Ponty מוריס מרלו-פונטי Maurice Motamed מוריס מותמד Maurice Papon מוריס פאפון Maurice Ravel מוריס ראוול Maurice Richard מוריס רישאר Maurice Rose מוריס רוז Maurice Sachs מוריץ אטינגהאוזן Maurice Sarrail מוריס סראי Maurice Sendak מוריס סנדק Maurice Stokes מוריס סטוקס Maurice Thorez מוריס תורז Maurice Utrillo מוריס אוטריו Maurice Wertheim מוריס ורטהיים Maurice White מוריס וייט Maurice Wilkes מוריס וינסנט וילקס Maurice Wilkins מוריס וילקינס Maurice de Forest מוריס ארנולד דה פורסט Maurice de Hirsch מוריס הירש Maurice de Vlaminck מוריס ולאמנק Mauricio Funes מאוריסיו פונס Mauricio Isla מאוריסיו איסלה Mauricio Macri מאוריסיו מאקרי Mauricio Ochmann מאוריסיו אוכמן Mauricio Pellegrino מאוריסיו פלגרינו Mauricio Pochettino מאוריסיו פוצ'טינו Mauricio Solís מאוריסיו סוליס Mauriciu Blank מאוריצ'יו בלנק Mauritania מאוריטניה Mauritania קטגוריה:מאוריטניה Mauritania FA.png קובץ:Mauritania FA.gif Mauritania at the Olympics מאוריטניה במשחקים האולימפיים Mauritania at the Paralympics מאוריטניה במשחקים הפאראלימפיים Mauritania national basketball team נבחרת מאוריטניה בכדורסל Mauritania national football team נבחרת מאוריטניה בכדורגל Mauritania templates קטגוריה:תבניות ניווט - מאוריטניה Mauritanian military personnel קטגוריה:אנשי צבא מאוריטנים Mauritanian people קטגוריה:מאוריטנים Mauritanian politicians קטגוריה:פוליטיקאים מאוריטנים Mauritian people קטגוריה:מאוריציוס: אישים Mauritius מאוריציוס Mauritius קטגוריה:מאוריציוס Mauritius at the Olympics מאוריציוס במשחקים האולימפיים Mauritius at the Paralympics מאוריציוס במשחקים הפאראלימפיים Mauritius national football team נבחרת מאוריציוס בכדורגל Mauritius templates קטגוריה:תבניות ניווט - מאוריציוס Mauritshuis מאוריצהאוס Mauritshuis קטגוריה:מאוריץ-האוס Mauritz von Wiktorin מוריץ פון ויקטורין Maurizio Damilano מאוריציו דמילנו Maurizio Galbaio מאוריציו גאלבאיו Maurizio Gaudino מאוריציו גאודינו Maurizio Pollini מאוריציו פוליני Mauro Camoranesi מאורו קאמורנזי Mauro Giuliani מאורו ג'וליאני Mauro Icardi מאורו איקרדי Mauro Picotto מאורו פיקוטו Mauro Ramos מאורו ראמוס Mauro Rosales מאורו רוסאלס Mauro Tassotti מאורו טאסוטי Mauro Zárate מאורו סראטה Maurya Empire האימפריה המאורית Maurycy Gottlieb מאוריצי גוטליב Maus מאוס - סיפורו של ניצול Mauser מאוזר Mausoleum מאוזוליאום Mausoleum at Halicarnassus המאוזוליאום בהאליקרנאסוס Mausoleum of Augustus מאוזוליאום אוגוסטוס Mausoleum of Galla Placidia המאוזוליאום של גאלא פלקידיה Mausoleum of Khoja Ahmed Yasawi המאוזוליאום של קוז'ה אחמט יסאווי Mausoleum of Mao Zedong המאוזוליאום למאו דזה-דונג Mausoleum of Theoderic המאוזוליאום של תאודוריקוס Mausoleums קטגוריה:מאוזוליאומים Mausolus מאוזולוס Mauthausen Trilogy הבלדה על מאוטהאוזן Mauthausen-Gusen concentration camp מאוטהאוזן Maven Maven Mavki'im מבקיעים Mavro Frankfurter משה פרנקפורטר Mawashi מאוואשי Mawlid מוולד א-נבי Mawson Sea ים מוסון Mawson's Huts צריפי מוסון Mawsynram מאוסינרם Mawtini המנון עיראק Mawwal מואל Mawza Exile גירוש מוזע Max מרדכי פרבמן Max Adventures הרפתקאות מקס Max Alpert מקס אלפרט Max August Zorn מקס אוגוסט צורן Max Auschnitt מקס אאושניט Max Baer מקס בר Max Baginski מקס בגינסקי Max Beesley מקס ביזלי Max Birbraer מקס בירבראייר Max Blecher מקס בלכר Max Bodenheimer מקס בודנהיימר Max Born מקס בורן Max Born Prize פרס מקס בורן Max Brenner מקס ברנר Max Brod מקס ברוד Max Brown מקס בראון Max Bruch מקס ברוך Max Dehn מקס דן Max Delbrück מקס דלבריק Max Delvalle מקס דל ואיה Max Ehrlich מקס ארליך Max Eitingon מקס אייטינגון Max Ernst מקס ארנסט Max Euwe מקס אויבה Max Fisher מקס פישר Max Fleischer מקס פליישר Max Fleissig מקס פלייסיג Max Frisch מקס פריש Max Gerson מקס גרסון Max Gluckman מקס גלקמן Max Goldstein מקס גולדשטיין Max Greenfield מקס גרינפילד Max Grünwald מקס גרונוולד Max Harmonist מקס הרמוניסט Max Hermann Maxy מקסימיליאן הרמן מקסי Max Herz מקס הרץ פאשה Max Hoffmann מקס הופמן Max Horkheimer מקס הורקהיימר Max Horton מקס הורטון Max Immelmann מקס אימלמן Max Irons מקס איירונס Max Jacob מקס ז'אקוב Max Jakobson מקס יעקובסון Max Jammer משה ימר Max Janowski מקס ינובסקי Max Joseph von Pettenkofer מקס פון פטנקופר Max Judd מקס ג'וד Max Kramer מקס קרמר Max Kruse מקס קרוזה Max Lange מקס לנגה Max Letteris מאיר הלוי לטריס Max Liebermann מקס ליברמן Max Liedtke מקס לידטקה Max Lilienthal מקס ליליינטל Max Mallowan מקס מלוואן Max Mara מקס מארה Max Marchand מקס מרשנד Max Margolis מקס מרגוליס Max Margules מקס מרגולס Max Martin מקס מרטין Max Maven מקס מייבן Max Mercury מקס מרקורי Max Minghella מקס מינגלה Max Morlock מקס מורלוק Max Mutchnick מקס מוצ'ניק Max Müller מקס מילר Max Nivelli מקס ניוולי Max Nordau מקס נורדאו Max Ophüls מקס אופולס Max Pauly מקס פאולי Max Payne מקס פיין Max Payne 3 Max Payne 3 Max Perutz מקס פרוץ Max Pfeffer מקס פפר Max Pirkis מקס פירקיס Max Planck מקס פלאנק Max Planck Medal מדליית מקס פלאנק Max Planck Society מכון מקס פלאנק Max Q Max Q Max Raabe מקס ראבה Max Reger מקס רגר Max Reinhardt מקס ריינהרדט Max Richter מקס ריכטר Max Roach מקס רואץ' Max Romeo מקס רומאו Max Romih מסימיליאנו רומי Max Rudolf מקס רודולף Max Sandreczky מקס סנדרצקי Max Scheler מקס שלר Max Schmeling מקס שמלינג Max Speter מקס שפטר Max Steiner מקס שטיינר Max Stern Academic College of Emek Yezreel המכללה האקדמית עמק יזרעאל Max Stirner מקס שטירנר Max Theiler מקס תיילר Max Trapp מקס טראפ Max Vasmer מקס פאסמר Max Velthuijs מקס פלטהאוס Max Verstappen מקס ורסטאפן Max Warburg מקס ורבורג Max Weber מקס ובר Max Weinberg מקס ויינברג Max Weinreich מקס ויינרייך Max Weiss מקס וייס Max Wolf מקס וולף Max Zaslofsky מקס זסלופסקי Max and Moritz מקס ומוריץ Max von Boehn מקס פון בהן Max von Fabeck מקס פון פבק Max von Gallwitz מקס פון גלוויץ Max von Hartlieb-Walsporn מקס פון הרטליב-ואלספורן Max von Hausen מקס פון האוזן Max von Laue מקס פון לאואה Max von Sydow מקס פון סידוב Max-Joseph-Platz כיכר מקס-יוזף Max-flow min-cut theorem משפט זרימה מקסימלית - חתך מינימלי Maxentius מקסנטיוס Maxi Pereira מקסימיליאנו פריירה Maxi Rodríguez מקסי רודריגס Maxilla הלסת העליונה Maxillopoda קטגוריה:רגלסתיים Maxillopoda רגלסתיים Maxim מקסים Maxim Behar משתמש:Teemscaws/מקסים בהר Maxim Ghilan מקסים גילן Maxim Gorky מקסים גורקי Maxim Kontsevich מקסים קונטסביץ' Maxim Levy מקסים לוי Maxim Litvinov מקסים ליטבינוב Maxim Rodshtein מקסים רודשטיין Maxim Shostakovich מקסים שוסטקוביץ' Maxim Vengerov מקסים ונגרוב Maxim gun מקלע מקסים Maxim restaurant suicide bombing הפיגוע במסעדת מקסים Maxim's מקסים Maxima and minima נקודת קיצון Maximal ideal אידאל מקסימלי Maximaphily גלוית מרב#מקסימפיליה Maxime Bossis מקסים בוסיס Maxime Weygand מקסים וייגאן Maximian מקסימיאנוס Maximianus מכסימיאנוס Maximilian Arnold מקסימיליאן ארנולד Maximilian Fretter-Pico מקסימיליאן פרטר-פיקו Maximilian Grabner מקסימיליאן גרבנר Maximilian Hecker מקסימיליאן הקר Maximilian I מקסימיליאן הראשון Maximilian I of Mexico קיסר מקסיקו מקסימיליאן הראשון Maximilian II מקסימיליאן השני Maximilian Kolbe מקסימיליאן קולבה Maximilian Schell מקסימיליאן של Maximilian armour שריון לוחות מקסימיליאן Maximilian de Angelis מקסימיליאן דה אנגליס Maximilian von Laffert מקסימיליאן פון לאפרט Maximilian von Prittwitz מקסימיליאן פון פריטוויץ Maximilian von Spee מקסימיליאן פון שפיי Maximilian von Weichs מקסימיליאן פון וייכס Maximiliano Moralez מקסימיליאנו מוראלס Maximilien Robespierre מקסימיליאן רובספייר Maximinus II מקסימינוס דאיה Maximinus Thrax מקסימינוס Maximos V Hakim ג'ורג' חכים Maximum Overdrive מקסימום אוברדרייב Maximum card גלוית מרב Maximum likelihood estimation נראות מקסימלית Maximum modulus principle עקרון המקסימום Maximum transmission unit Maximum Transmission Unit Maximum wage שכר מקסימום Maximus מקסימוס Maximus the Confessor מקסימוס המוודה Maxine Elliott Theatre תיאטרון מקסין אליוט Maxine Peake מקסין פיק Maxis Maxis Maxthon מקסתון Maxwell מקסוול Maxwell Maltz מקסוול מלץ Maxwell Montes הרי מקסוול Maxwell Perkins מקסוול פרקינס Maxwell Taylor מקסוול טיילור Maxwell relations קשרי מקסוול Maxwell's Silver Hammer Maxwell's Silver Hammer Maxwell's demon השד של מקסוול Maxwell's duiker צביון מקסוול Maxwell's equations משוואות מקסוול Maxwell–Boltzmann distribution התפלגות מקסוול-בולצמן May מאי May קטגוריה:מאי May 1 1 במאי May 10 10 במאי May 11 11 במאי May 12 12 במאי May 13 13 במאי May 14 14 במאי May 15 15 במאי May 15 Incident ניסיון ההפיכה של 15 במאי 1932 May 16 16 במאי May 17 17 במאי May 17 Agreement הסכם ישראל-לבנון 1983 May 18 18 במאי May 19 19 במאי May 1968 events in France מאי 1968 May 2 2 במאי May 20 20 במאי May 2013 Rif Dimashq airstrikes תקיפות משלוחי הנשק האיראניים לחזבאללה בדמשק May 21 21 במאי May 22 22 במאי May 23 23 במאי May 24 24 במאי May 26 26 במאי May 27 27 במאי May 28 28 במאי May 29 29 במאי May 3 3 במאי May 30 30 במאי May 31 31 במאי May 4 4 במאי May 5 5 במאי May 6 6 במאי May 7 7 במאי May 8 8 במאי May 9 9 במאי May Britt מיי בריט May Chidiac מאי שידיאק May Fourth Movement תנועת הארבעה במאי May Laws הסופות בנגב May Pen מאי פן May Ziade מאי זיאדה May observances קטגוריה:אירועים בחודש מאי May the Force be with you May the Force be with you May-Britt Moser מיי-בריט מוסר Maya מאיה Maya & Miguel מאיה ומיגל Maya Angelou מאיה אנג'לו Maya Arusi מאיה ערוסי Maya Bejerano מאיה בז'רנו Maya Bouskilla מאיה בוסקילה Maya DiRado מאיה דיראדו Maya Dunietz מאיה דוניץ Maya Kazan מאיה קאזאן Maya Maron מאיה מרון Maya Plisetskaya מאיה פליסצקאיה Maya Rudolph מאיה רודולף Maya Shoef מאיה שואף Maya Simantov מאיה סימנטוב Maya Yoshida מאיה יושידה Maya Zack מאיה ז"ק Maya calendar לוח השנה של המאיה Maya civilization מאיה Maya mythology מיתולוגיה של המאיה Maya numerals ספרות מאיה Maya peoples קטגוריה:מאיה Maya sites קטגוריה:אתרים ארכאולוגיים של מאיה Maya the Bee הדבורה מאיה Mayak מאיאק Mayakovsky Theatre תיאטרון מאיאקובסקי Mayall's Object עצם מיאל Mayana Zatz מעיינה זץ Mayawati קומארי מאיאוואטי Maybach מייבאך Maybach Exelero מייבאך אקסלרו Maybe I'm a Leo Maybe I'm a Leo Mayday Mayday Mayday תעופה בחקירה Mayenne Laval לאוואל Mayer Alter Horowitz חסידות בוסטון#הדור השלישי Mayer Amschel Rothschild מאיר אנשל רוטשילד Mayer–Vietoris sequence סדרת מאייר-ויאטוריס Mayfair מייפייר Mayflies קטגוריה:בריומאים Mayflower מייפלאוור Mayflower Compact אמנת המייפלאוור Mayfly בריומאים Mayhem מייהם Mayhem De Mysteriis Dom Sathanas.ogg תמונה:Mayhem De Mysteriis Dom Sathanas.ogg Mayhew Folger מייו פולג'ר Mayim Bialik מים ביאליק Maykop מייקופ Maynard מיינרד Maynard Ferguson מיינרד פרגוסון Maynard James Keenan מיינארד ג'יימס קינן Maynooth מיינות' Mayo Clinic מאיו קליניק Mayon Volcano מאיון Mayonnaise מיונז Mayor ראש עירייה Mayor of Kiev ראש עיריית קייב Mayor of London ראש עיריית לונדון Mayor of Moscow ראש עיריית מוסקבה Mayor of the Palace מאיורדומוס Mayoramatgan תבנית:ראשי עיריית רמת גן Mayors קטגוריה:ראשי ערים Mayors by country קטגוריה:ראשי ערים לפי מדינה Mayors of Ashdod קטגוריה:ראשי עיריית אשדוד Mayors of Ashdod תבנית:ראשי עיריית אשדוד Mayors of Beersheba קטגוריה:ראשי עיריית באר שבע Mayors of Berlin קטגוריה:ראשי עיריית ברלין Mayors of Bordeaux קטגוריה:ראשי עיריית בורדו Mayors of Bucharest קטגוריה:ראשי עיריית בוקרשט Mayors of Haifa קטגוריה:ראשי עיריית חיפה Mayors of Haifa תבנית:ראשי עיריית חיפה Mayors of Herzliya קטגוריה:ראשי עיריית הרצליה Mayors of Jerusalem קטגוריה:ראשי עיריית ירושלים Mayors of Jerusalem תבנית:ראשי עיריית ירושלים Mayors of London קטגוריה:ראש עיריית לונדון Mayors of Nazareth קטגוריה:ראשי עיריית נצרת Mayors of Netanya קטגוריה:ראשי עיריית נתניה Mayors of New York City קטגוריה:ראשי עיריית ניו יורק Mayors of Paris קטגוריה:ראשי עיריית פריז Mayors of Petah Tikva קטגוריה:ראשי עיריית פתח תקווה Mayors of Ra'anana קטגוריה:ראשי עיריית רעננה Mayors of Ramat Gan קטגוריה:ראשי עיריית רמת גן Mayors of Rehovot קטגוריה:ראשי עיריית רחובות Mayors of Rishon LeZion קטגוריה:ראשי עיריית ראשון לציון Mayors of Rishon LeZion תבנית:ראשי עיריית ראשון לציון Mayors of Sarajevo קטגוריה:ראשי עיריית סרייבו Mayors of Sofia קטגוריה:ראשי עיריית סופיה Mayors of Tbilisi קטגוריה:ראשי עיריית טביליסי Mayors of Tel Aviv תבנית:ראשי עיריית תל אביב Mayors of Tel Aviv-Yafo קטגוריה:ראשי עיריית תל אביב-יפו Mayors of Umm al-Fahm קטגוריה:ראשי עיריית אום אל-פחם Mayors of Vienna קטגוריה:ראשי עיריית וינה Mayors of local councils in Israel קטגוריה:ראשי מועצות מקומיות בישראל Mayors of places in Argentina קטגוריה:ראשי ערים בארגנטינה Mayors of places in Brazil קטגוריה:ראשי ערים בברזיל Mayors of places in Canada קטגוריה:ראשי ערים בקנדה Mayors of places in France קטגוריה:ראשי ערים בצרפת Mayors of places in Georgia קטגוריה:ראשי ערים בגאורגיה Mayors of places in Germany קטגוריה:ראשי ערים בגרמניה Mayors of places in Iceland קטגוריה:ראשי ערים באיסלנד Mayors of places in Israel קטגוריה:ראשי ערים בישראל Mayors of places in Italy קטגוריה:ראשי ערים באיטליה Mayors of places in Romania קטגוריה:ראשי ערים ברומניה Mayors of places in the Palestinian territories קטגוריה:ראשי ערים ברשות הפלסטינית Mayors of places in the United Kingdom קטגוריה:ראשי ערים בבריטניה Mayors of places in the United States קטגוריה:ראשי ערים בארצות הברית Mayors of regional councils in Israel קטגוריה:ראשי מועצות אזוריות בישראל Mayor–council government מודל ראש עיר-מועצה Mayotte מיוט Mayotte national football team נבחרת מיוט בכדורגל Mayrhofen מאיירהופן Maysan Governorate מיסאן Mayumana troupe מיומנה Mayumi Aoki מאיומי אאוקי Mayumi Iizuka מאייומי איאיזוקא Mayumi Narita מיומי נריטה Mazaeus מזאוס Mazandaran Province מאזנדראן Mazandaran Ramsar ראמסאר Mazar מזר Mazar-e-Quaid מאוזוליאום מוחמד עלי ג'ינה Mazares מזרס Mazatlán מסטלאן Mazatzal Mountains הרי מזאטזל Mazda מאזדה Mazda קטגוריה:מאזדה Mazda MX-5 מאזדה MX-5 מיאטה Mazda Premacy מאזדה 5 Mazda3 מאזדה 3 Mazda6 מאזדה 6 Mazdak מזדק Maze מבוך Maze מזא"ה Maze generation algorithm אלגוריתמים לייצור מבוכים Maze solving algorithm אלגוריתמים לפתרון מבוכים Mazel tov מזל טוב Mazes קטגוריה:מבוכים Mazghuna מזע'ונה Mazie Hirono מזי הירונו Mazinaw Lake אגם מזינו Mazkeret Batya מזכרת בתיה Mazkeret Moshe מזכרת משה Mazlan Othman מזלן עותמן Mazor מזור Mazor Bahaina מזור בהיינה Mazor Mausoleum מאוזוליאום מזור Mazor Robotics מזור רובוטיקה Mazovia מזוביה Mazra'a מזרעה Mazurka מזורקה Mazut מזוט Mazyr מאזיר Mazzorbo מצורבו Mazzy Star מאזי סטאר Maçka Gondola רכבל מאצ'קה-טשקישלה Mañana es para siempre מחר ולתמיד Małgorzata Olejnik מלגוז'אטה אולייניק Małogoszcz מלוגושץ' Mažeikiai District Municipality מז'ייקי Mbabane מבבנה Mbabane River מבבנה Mbaboy/InventablesTest ABS Mbale מבאלה Mbkv717 משתמש:Mbkv717 Mbombela Stadium אצטדיון מבומבלה McAllister מקאליסטר McArthur מקארתור McAuliffe מקאוליף McCabe & Mrs. Miller הקלפן והיצאנית McCaig's Tower מגדל מקייג McCarran International Airport נמל התעופה הבינלאומי מק'קארן McCarthy מקארתי McCarthyism מקארתיזם McCartney מקרטני McCoy מקוי McCoy Tyner מק'קוי טיינר McCracken מקראקן McDermott מקדרמוט McDonald Mariga מקדונלד מאריגה McDonald's מקדונלד'ס McDonald's All-American Game משחק מקדונלד'ס אול-אמריקן McDonald's Israel מקדונלד'ס#מקדונלד'ס בישראל McDonnell Aircraft מקדונל איירקראפט קורפוריישן McDonnell Douglas מקדונל דאגלס McDonnell Douglas קטגוריה:מקדונל דאגלס McDonnell Douglas A-12 Avenger II A-12 אוונג'ר McDonnell Douglas AV-8B Harrier II מקדונל דאגלס AV-8B הרייר II McDonnell Douglas DC-10 מקדונל דאגלס DC-10 McDonnell Douglas DC-9 דאגלס DC-9 McDonnell Douglas F-15 Eagle F-15 איגל McDonnell Douglas F-4 Phantom II מקדונל דאגלס F-4 פנטום McDonnell Douglas F/A-18 Hornet F/A-18 הורנט McDonnell Douglas MD 500 Defender MD 500 דיפנדר McDonnell Douglas MD-11 מקדונל דאגלס MD-11 McDonnell Douglas MD-12 מקדונל דאגלס MD-12 McDonnell Douglas MD-80 מקדונל דאגלס MD-80 McDonnell Douglas MD-90 מקדונל דאגלס MD-90 McDonnell Douglas X-36 מקדונל דאגלס X-36 McDonnell F-101 Voodoo F-101 וודו McDowall מקדואל McEliece cryptosystem הצפנת מקאליס McFadden מקפאדן McFly מקפליי McFly קטגוריה:מקפליי McFly תבנית:מקפליי McGhee מגי McGill University אוניברסיטת מקגיל McGill University faculty קטגוריה:סגל אוניברסיטת מקגיל McGraw-Hill Building בניין מקגרו היל McHale מקהייל McHale's Navy הצי של מקייל McIntosh מקינטוש McJob מקג'וב McKaby משתמש:McKaby McKean Island מקין McKinley מקינלי McKinley administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ויליאם מקינלי McKinnon מקינון McKinsey & Company מקינזי McLaren מקלארן McLaren F1 מקלארן F1 McLaren Technology Group קבוצת מקלארן McLean מקלין McLean Stevenson מקלין סטיבנסון McLibel case משפט מקלייבל McMahon Line קו מקמהון McMahon–Hussein Correspondence מכתבי חוסיין-מקמהון McMaster University אוניברסיטת מקמסטר McMillan מקמילן McMillan Tac-50 מקמילן TAC-50 McMurdo Dry Valleys העמקים היבשים מק-מרדו McMurdo Ice Shelf מדף הקרח מק-מרדו McMurdo Sound מצר מק-מרדו McMurdo Station תחנת מק-מרדו Mcapdevila/Sleep שינה Mcdavis941/mars מאדים Mcnivencivilwar.jpg קובץ:Marvel universe civilwar.jpg Mctilghman/sandbox סיוע בינלאומי Mdina מדינה Mdina St. Paul's Cathedral קתדרלת פאולוס הקדוש Mdm2 Mdm2 Me & You Me & You Me Against the Music Me Against the Music Me Against the World Me Against the World Me Before You ללכת בדרכך Me Haces Falta Como Ama Una Mujer#Me Haces Falta Me and My Monsters המפלצות שלי Me and My Shadow אני והצל שלי Me and the Colonel יעקובובסקי והקולונל Me at the zoo אני בגן החיות Me'am Lo'ez ילקוט מעם לועז Me'assefim המאסף Me'ona מעונה Me'usharot מעושרות Me2hero משתמש:Me2hero MeHayom LeMahar מהיום למחר MeUser42/Neoliberalism נאו-ליברליזם Mea Shearim מאה שערים Mead מיד Mead תמד Meagan Duhamel מייגן דוהאמל Meah Shearim Yeshiva and Talmud Torah הישיבה הגדולה ותלמוד תורה מאה שערים Meal ארוחה Meals קטגוריה:ארוחות Mealy amazon אמזונה קמחית Mealybug קמחיתיים Mean Mean Mean Creek משחקי ילדים Mean Girls ילדות רעות Mean Johnny Barrows סאדנלי Mean Mr. Mustard Mean Mr. Mustard Mean field theory תורת שדה ממוצע Mean free path מהלך חופשי ממוצע Mean squared error טעות ריבועית ממוצעת Mean time between failures MTBF Mean value theorem משפט הערך הממוצע של לגראנז' Meaning משמעות Meaning of life משמעות החיים Means קטגוריה:ממוצעים Means of production אמצעי ייצור Means test מבחן אמצעים Measles חצבת Measurable cardinal מונה מדיד Measurable function פונקציה מדידה Measure מידה Measure for Measure מידה כנגד מידה Measure theory קטגוריה:תורת המידה Measurement מדידה Measurement קטגוריה:מדידה Measurement of a Circle על המדידה של המעגל Measurement problem בעיית המדידה Measurement uncertainty אי-ודאות במדידה Measuring instrument מכשיר מדידה Measuring instruments קטגוריה:מכשירי מדידה Measuring the World מודדים את העולם Meat בשר Meat קטגוריה:בשר Meat Is Murder Meat Is Murder Meat Loaf מיט לוף Meat analogue תחליף בשר Meat dishes קטגוריה:מאכלי בשר MeatMurder.jpg קובץ:1985 - Meat Is Murder.jpg Meatball קציצה Meatless Monday יום שני ללא בשר Meatloaf קציץ בשר Meave Leakey מייב ליקי Mebaireek מבאיריכ Mebendazole מבנדאזול Mecca מכה Mecca קטגוריה:מכה Mecca-Cola מכה קולה Mecelle המג'לה Mecha מכה Mecha anime and manga מכה Mechanical Animals Mechanical Animals Mechanical advantage יתרון מכני Mechanical doping סימום מכני Mechanical efficiency נצילות מכנית Mechanical energy אנרגיה מכנית Mechanical engineering הנדסת מכונות Mechanical engineering קטגוריה:הנדסת מכונות Mechanical engineering competitions קטגוריה:תחרויות הנדסת מכונות Mechanical engineers קטגוריה:מהנדסי מכונות Mechanical equilibrium שיווי משקל מכני Mechanical fan מאוורר Mechanical floor קומה טכנית Mechanical philosophy פילוסופיה מכניסטית Mechanical puzzle חידה מכנית Mechanical ventilation הנשמה מלאכותית מכנית Mechanics מכניקה Mechanics קטגוריה:מכניקה Mechanism מנגנון Mechanism design קטגוריה:תכנון מכניזמים Mechanism design תכנון מכניזמים Mechanisms קטגוריה:התקנים מכניים Mechanistic target of rapamycin TOR Mechanized infantry חיל רגלים ממוכן Mechatronics מכטרוניקה Mechelen מכלן Mechelen transit camp מחנה מעבר מכלן Mechina מכינה קדם-צבאית Mechina קטגוריה:מכינות קדם-צבאיות Mechitza מחיצה Meckel's diverticulum הסעיף על שם מקל Mecklenburg מקלנבורג Mecklenburg-Vorpommern מקלנבורג-מערב פומרניה Mecklenburg-Vorpommern קטגוריה:מקלנבורג-מערב פומרניה Meconium aspiration syndrome תסמונת שאיפת מקוניום MedNautilus מד נאוטילוס Medal מדליות ועיטורים Medal of Courage עיטור העוז Medal of Distinguished Service עיטור המופת Medal of Honor Medal of Honor Medal of Honor Medal of Honor 2010 Medal of Honor מדליית הכבוד Medal of Honor קטגוריה:Medal of Honor Medal of Honor series תבנית:Medal of Honor Medal of Honor: Airborne Medal of Honor: Airborne Medal of Honor: Allied Assault Medal of Honor: Allied Assault Medal of Honor: European Assault Medal of Honor: European Assault Medal of Honor: Frontline Medal of Honor: Frontline Medal of Honor: Heroes Medal of Honor: Heroes Medal of Honor: Heroes 2 Medal of Honor: Heroes 2 Medal of Honor: Infiltrator Medal of Honor: Infiltrator Medal of Honor: Pacific Assault Medal of Honor: Pacific Assault Medal of Honor: Rising Sun Medal of Honor: Rising Sun Medal of Honor: Vanguard Medal of Honor: Vanguard Medal of Honor: Warfighter Medal of Honor: Warfighter Medal of Valor עיטור הגבורה MedalBottom תבנית:תחתית טבלת מדליות MedalSport תבנית:מדליה בספורט MedalTableTop תבנית:כותרת טבלת מדליות Medals of Honor מדליית הכבוד Medan מדן Medbridge מדברידג' Meddle Meddle Meddle Tour Meddle Tour Medea מדיאה Medea Benjamin מדיאה בנימין Medellin מדיין Medellín מדיין Medes מדי Medford מדפורד Medgar Evers מדגר אוורס Medgaz צינור הגז מדגז Medgidia מדג'ידיה Medhi Benatia מהדי בנעטיה Media אמצעי תקשורת Media מדיה Media Forest מדיה פורסט Media activism אקטיביזם תקשורתי Media bias הטיות פוליטיות בתקשורת Media consultant יועץ תקשורת Media copyright questions ויקיפדיה:זכויות יוצרים/שאלות ותשובות Media copyright questions/Archive/2010/November ויקיפדיה:זכויות יוצרים/שאלות ותשובות Media copyright questions/Archive/2011/July ויקיפדיה:זכויות יוצרים/שאלות ותשובות Media copyright questions/Header ויקיפדיה:זכויות יוצרים/שאלות ותשובות Media ecology הגישה הסביבתית בחקר התקשורת Media event אירוע מדיה Media franchise זיכיון Media franchises קטגוריה:זיכיונות: סרטים וסדרות Media help עזרה:מדיה Media in France קטגוריה:צרפת: תקשורת Media in Georgia קטגוריה:גאורגיה: תקשורת Media in Israel קטגוריה:ישראל: אמצעי תקשורת Media in London קטגוריה:לונדון: תקשורת Media in Palestine קטגוריה:תקשורת פלסטינית Media in South Sudan קטגוריה:דרום סודאן: תקשורת Media in the United Kingdom קטגוריה:בריטניה: תקשורת Media literacy אוריינות מדיה Media occupations קטגוריה:מקצועות המדיה Media of Iran מדיה באיראן Media of South Sudan תקשורת בדרום סודאן Media player נגן מדיה Media player תבנית:נגני מדיה Media players קטגוריה:נגני מדיה Media portrayal of HIV/AIDS קטגוריה:איידס בתרבות ובאמנות Media technology קטגוריה:הנדסת מערכות תקשורת Media templates קטגוריה:תבניות לשילוב מדיה Media theorists קטגוריה:חוקרי תקשורת המונים MediaMonkey MediaMonkey MediaWiki ויקיפדיה:מדיה ויקי MediaWiki מדיה-ויקי MediaWiki Help קטגוריה:מדיה-ויקי MediaWiki message delivery משתמש:MediaWiki message delivery MediaWiki namespace עזרה:הודעות מערכת Medial collateral artery העורק העקיף האמצעי Medial pterygoid muscle שריר הכנפה התיכון Median חציון Median תיכון Median artery עורק התווך Median income שכר חציוני Median lethal dose LD50 Median nerve עצב התווך Median sacral artery עורק העצה האמצעי Median voter theorem הבוחר החציוני Mediant מדיאנטה Mediastinum בינה Mediation גישור Mediaș מדיאש Medicago אספסת Medicago polymorpha אספסת מצויה Medical Center Of The Galilee המרכז הרפואי לגליל Medical Corps חיל הרפואה Medical Profile פרופיל רפואי Medical Research Council מועצת המחקר הרפואי Medical Subject Headings MeSH Medical abortion הפלה תרופתית Medical and health organizations קטגוריה:ארגוני רפואה ובריאות Medical and health organizations based in Israel קטגוריה:ארגונים רפואיים בישראל Medical and health organizations based in the United States קטגוריה:ארצות הברית: ארגוני רפואה ובריאות Medical assistant חובש Medical cannabis קנאביס רפואי Medical device מכשור רפואי Medical diagnosis קטגוריה:אבחנה רפואית Medical doctors by specialty קטגוריה:רופאים לפי התמחות Medical drama דרמה רפואית Medical education קטגוריה:לימודי רפואה Medical equipment קטגוריה:ציוד רפואי Medical equipment manufacturers קטגוריה:יצרני מכשור רפואי Medical error רשלנות רפואית Medical ethics אתיקה רפואית Medical ethics קטגוריה:אתיקה רפואית Medical external link templates קטגוריה:תבניות קישורים חיצוניים - רפואה Medical historians קטגוריה:היסטוריונים של הרפואה Medical history תולדות החולה Medical identification tag תג זיהוי רפואי Medical imaging דימות רפואי Medical imaging קטגוריה:דימות רפואי Medical jurisprudence קטגוריה:רפואה משפטית Medical jurisprudence רפואה משפטית Medical model המודל הרפואי Medical physics פיזיקה רפואית Medical prescription מרשם רופא Medical psychology פסיכולוגיה רפואית Medical record רשומה רפואית Medical research institutes קטגוריה:מכוני מחקר רפואי Medical scales קטגוריה:מדדים רפואיים Medical school בית ספר לרפואה Medical sign סימן Medical specialties קטגוריה:תחומים ברפואה Medical technology קטגוריה:טכנולוגיה רפואית Medical technology assessment הערכת טכנולוגיות רפואיות Medical television series קטגוריה:סדרות טלוויזיה רפואיות Medical tests קטגוריה:בדיקות רפואיות Medical torture עינויים רפואיים Medical tourism תיירות מרפא Medical tourism in Israel תיירות מרפא#תיירות מרפא בישראל Medical treatments קטגוריה:טיפולים רפואיים Medical ultrasound בדיקת אולטרה סאונד רפואית Medicalization מדיקליזציה Medicare מדיקר Medicinal fungi פטריות מרפא Medicinal plants קטגוריה:צמחי מרפא Medicine פורטל:רפואה Medicine קטגוריה:רפואה Medicine רפואה Medicine Hat מדיסין הט Medicine Woman Dr. Quinn ד"ר קווין רופאה במערב Medicine and health in fiction קטגוריה:הרפואה בתרבות Medicine awards קטגוריה:פרסים לרפואה Medicine infobox templates קטגוריה:תבניות פרמטריות - רפואה Medicine stubs קטגוריה:קצרמר רפואה Medicine templates קטגוריה:תבניות ניווט - רפואה Medieval Greek יוונית ביזנטית Medieval Hebraists קטגוריה:מדקדקי העברית בימי הביניים Medieval Hebrew תקופת הביניים של העברית Medieval Jewish history קטגוריה:יהודים ויהדות בימי הביניים Medieval architecture אדריכלות ימי הביניים Medieval armies קטגוריה:צבאות בימי הביניים Medieval art אמנות ימי הביניים Medieval art קטגוריה:אמנות ימי הביניים Medieval clergy קטגוריה:אנשי דת בימי הביניים Medieval composers קטגוריה:מלחינים מימי הביניים Medieval cuisine קטגוריה:מטבח ימי הביניים Medieval cuisine תזונת ימי הביניים Medieval culture חברה ותרבות בימי הביניים קטגוריה:כלכלה Medieval historians קטגוריה:היסטוריונים מימי הביניים Medieval literature קטגוריה:ספרות ימי הביניים Medieval medicine of Western Europe רפואת ימי הביניים Medieval music מוזיקת ימי הביניים Medieval music קטגוריה:מוזיקה של ימי הביניים Medieval people קטגוריה:אנשי ימי הביניים Medieval philosophers קטגוריה:פילוסופים של ימי הביניים Medieval philosophy פילוסופיית ימי הביניים Medieval poetry קטגוריה:שירת ימי הביניים Medieval poets קטגוריה:משוררים מימי הביניים Medieval warfare הטקטיקה והאסטרטגיה האירופיות בימי הביניים Medievalists קטגוריה:היסטוריונים של ימי הביניים Medina אל-מדינה Medina מדינה Medina קטגוריה:אל-מדינה Medina quarter רובע המדינה Medina-Sidonia מדינה-סידוניה Medinet Habu מדינת האבו Mediocrity principle עקרון הממוצעות Mediolanum מדיולאנום Mediolanum Forum מדיולאנום פורום Meditation מדיטציה Meditation קטגוריה:מדיטציה Meditations רעיונות Meditations on First Philosophy הגיונות על הפילוסופיה הראשונית Mediterranean Basin אגן הים התיכון Mediterranean Conference Centre מרכז כנסים הים התיכון Mediterranean Dialogue הדיאלוג הים תיכוני Mediterranean Games משחקי הים התיכון Mediterranean Sea הים התיכון Mediterranean Sea קטגוריה:הים התיכון Mediterranean Shipping Company MSC Mediterranean and Middle East theatre of World War II זירת הים התיכון במלחמת העולם השנייה Mediterranean climate אקלים ים-תיכוני Mediterranean cuisine המטבח הים-תיכוני Mediterranean cuisine קטגוריה:המטבח הים-תיכוני Mediterranean house gecko שממית הבתים Mediterranean islands קטגוריה:איים בים התיכון Mediterranean monk seal כלב ים נזירי מצוי Mediterranean port cities and towns in Syria קטגוריה:סוריה: ערי נמל Mediterranean recluse spider ארסן חום Mediterranean sand smelt פחריי מגוון Mediterranean sea ים בין-יבשתי Mediterranean spearfish קלען החץ Mediterranean theatre of World War II קטגוריה:זירת דרום ומרכז אירופה במלחמת העולם השנייה Mediterranean tropical-like cyclone סופה טרופית ים תיכונית Mediterraneo מדיטראנו Medium מדיום Medium Earth orbit מסלול לווייני בינוני Medium Mark A Whippet סימן A ויפט Medium ground finch פרוש קרקעי בינוני Medium tanks קטגוריה:טנקים בינוניים Medium-density fibreboard MDF Mediumship תקשור Mediæval Bæbes מדיאיוול בייבס Medjoul מג'הול Medley swimmers קטגוריה:שחייני מעורב אישי Medley swimming שחייה תחרותית#מעורב Medulla מדולה Medulla oblongata המוח המוארך Medusa מדוזה Medusaceratops מדוזצרטופס Medzev מדזב Medzhybizh מז'יבוז' Medúlla Medúlla MeeGo מיגו Meer Akselrod מאיר אקסלרוד Meera מירה Meerkat סוריקטה Meerut מיראט Meet Danny Wilson לפגוש את דני וילסון Meet Joe Black לפגוש את ג'ו בלאק Meet the Beatles! Meet The Beatles! Meet the Fockers פגוש את הפוקרס Meet the Parents פגוש את ההורים Meet the Press פגוש את העיתונות Meet the Robinsons לפגוש את הרובינסונים Meet the Spartans פגוש את הספרטנים Meeting ישיבה Meetup Meetup Meetup ויקיפדיה:מפגשים Mefalsim מפלסים Meg Cabot מג קאבוט Meg Griffin מג גריפין Meg Ryan מג ראיין Meg Tilly מג טילי Meg White מג וייט Meg Whitman מג ויטמן Mega Mega Mega Man מגה מן Mega- תחיליות במערכת היחידות הבינלאומית#מגה Megabat עטלפים גדולים Megabates מגבטס Megabats קטגוריה:עטלפי פרי Megacity מגה-עיר Megacles מגאקלס Megadeath-Cryptic Writings.jpg תמונה:CW.jpg Megadermatidae ערפדים מדומים Megadeth מגאדת' Megadeth קטגוריה:מגאדת' Megadeth תבנית:מגאדת' Megadeth - Capitol Punishment- The Megadeth Years.jpg תמונה:CPTMY.jpg Megadeth - Hidden Treasures Limited Edition.jpg קובץ:HTNE.jpg Megadeth - Hidden Treasures.jpg תמונה:Hidden Treasures.jpg Megadeth - Peace Sells... But Who's Buying-.jpg תמונה:Megadeth-PeaceSells.jpg Megadeth - The System Has Failed.jpg תמונה:Megadeth - The System Has Failed.jpg Megadeth - The World Needs a Hero.jpg קובץ:Megadeth - The World Needs a Hero.jpg Megadeth - Warchest.jpg תמונה:Megadeth - Warchest.jpg Megadeth albums קטגוריה:אלבומי מגאדת' Megadeth-RustInPeace.jpg תמונה:Megadeth-RustInPeace.jpg Megadeth-SoFar.jpg תמונה:SFSGSW.jpg Megadeth-Youthanasia.jpg תמונה:Megadeth-Youthanasia.jpg MegadethRisk.jpg תמונה:Risk O.jpg MegadethThirteen.jpg קובץ:MegadethThirteen.jpg Megadim מגדים Megafauna מגפאונה Megafauna קטגוריה:מגפאונה Megafauna of Africa קטגוריה:מגפאונה של אפריקה Megafauna of Australia קטגוריה:מגפאונה של אוסטרליה Megafauna of Eurasia קטגוריה:מגפאונה של אירואסיה Megafauna of North America קטגוריה:מגפאונה של אמריקה הצפונית Megafauna of North Asia קטגוריה:מגפאונה של צפון אסיה Megafauna of Oceania קטגוריה:מגפאונה של אוקיאניה Megafauna of South America קטגוריה:מגפאונה של אמריקה הדרומית Megakaryocyte מגקריוציט Megalaimidae מגליימיים Megalania מגלניה Megalith מגלית Megalithic Temples of Malta המקדשים המגליתיים במלטה Megalithic monuments קטגוריה:מונומנטים מגליתיים Megaloblastic anemia אנמיה מגלובלסטית Megalodon מגלודון Megalomania שיגעון גדלות Megalonychidae עצלני דו-אצבע Megalopolis מגלופוליס Megalosauroidea מגלוזאוריים Megalosaurs קטגוריה:מגלוזאוריים Megalosaurus מגלוזאורוס Megamind מגה-מוח Megamouth shark כריש גדול-פה Megan Boone מייגן בון Megan Follows מייגן פולווס Megan Fox מייגן פוקס Megan Mullally מייגן מולאלי Megan Romano מייגן רומנו Megaphone מגאפון Megapode דגרתיליים Megapodiidae קטגוריה:דגרתליים Megaproject מגה פרויקט Megara מגארה Megaron מגרון Megasthenes מגסתנס Megastructure מבנה-על Megastructures בנייה מעולם אחר Megastructures קטגוריה:מבני-על Megatherium מגתריום Megaton מגהטון Megatron מגהטרון Megaupload Megaupload Megawati Sukarnoputri מגוואטי סוקרנופוטרי Meged oil field שדה הנפט מגד Meggitt Banshee בנשי Meghalaya מגהלאיה Meghan Trainor מייגן טריינור Megiddo מגידו Megiddo Airport מנחת מגידו Megiddo Junction צומת מגידו Megiddo Junction bus bombing הפיגוע בצומת מגידו Megiddo Regional Council מועצה אזורית מגידו Megiddo Regional Council קטגוריה:מועצה אזורית מגידו Megiddo Regional Council תבנית:מועצה אזורית מגידו Megillah מגילה Megillah מסכת מגילה Megillat Antiochus מגילת אנטיוכוס Megillat Taanit מגילת תענית Megilot Regional Council מועצה אזורית מגילות ים המלח Megilot Regional Council קטגוריה:מועצה אזורית מגילות Megilot Regional Council תבנית:מועצה אזורית מגילות Megophryidae מגופריים Megumi Hayashibara מגומי האיאשיבארה Megyeri Bridge גשר מג'יירי Megyn Kelly מגין קלי Mehadrin bus lines קו מהדרין Mehakelegnaw Zone המחוז המרכזי Mehdi Bazargan מהדי באזרגאן Mehdi Ben Barka מהדי בן ברקה Mehdi Ben Slimane מהדי בן סלימאן Mehdi Karroubi מהדי כרובי Mehdi Mahdavikia מהדי מהדוויקיה Mehely's horseshoe bat פרסף חיוור Mehmed Ali Pasha מהמט עלי פאשה Mehmed I מהמט הראשון Mehmed III מהמט השלישי Mehmed IV מהמט הרביעי Mehmed Paša Sokolović Bridge גשר מהמט פשה סוקולוביץ' Mehmed V מהמט החמישי Mehmed VI מהמט השישי Mehmed the Conqueror מהמט השני Mehmet Ali Ağca מהמט אלי אג'ה Mehmet Günsür מהמט גיונסור Mehmet Okur מהמט אוקור Mehmet Scholl מהמט שול Mehmet Topal מהמט טופאל Mehndi חינה Meho Kodro מהו קודרו Mehola מחולה Mehola Junction bombing הפיגוע בצומת מחולה Mehrangarh Fort מבצר מהראנגר Mehri language מהרי Mei Ami מי עמי Mei Finegold מיי פיינגולד Mei Pass מעבר מיי Meier Schwarz מאיר שורץ Meier on Rothschild מגדל מאייר ברוטשילד Meiji מייג'י Meiji Constitution חוקת מייג'י Meiji Restoration העלייה לשלטון והרסטורציה תקופת מייג'י#הרקע Meiji Restoration קטגוריה:תקופת מייג'י Meiji period תקופת מייג'י Meilleur Ouvrier de France Meilleur Ouvrier de France Meimad מפלגת מימד Mein Kampf מיין קמפף Meindert DeJong מיינדרט דה יונג Meiningen מיינינגן Meiolania מיאולניה Meionite מיוניט Meiosis מיוזה Meir מאיר Meir Abulafia מאיר הלוי אבולעפיה Meir Amit מאיר עמית Meir Argov מאיר ארגוב Meir Ariel מאיר אריאל Meir Arik מאיר אריק Meir Atlas מאיר אטלס Meir Auerbach מאיר אוירבך Meir Avizohar מאיר אביזוהר Meir Balaban מאיר בלבן Meir Banai מאיר בנאי Meir Bar-Ilan מאיר בר-אילן Meir Barad מאיר ברד Meir Ben Margi מאיר בן מרגי Meir Brandsdorfer מאיר ברנדסדורפר Meir Cohen מאיר כהן Meir Cohen-Avidov מאיר כהן-אבידב Meir Dagan מאיר דגן Meir Dan Plotzky מאיר דן פלוצקי Meir David Loewenstein מאיר דוד לוינשטיין Meir Dizengoff מאיר דיזנגוף Meir Eisenstadt מאיר איזנשטט Meir Eisenstaedter מאיר איזנשטטר Meir Feinstein מאיר פיינשטיין Meir Friedmann מאיר איש-שלום Meir HaKohen מאיר הכהן מרוטנבורג Meir Har-Zion מאיר הר-ציון Meir Harel Hesder Yeshiva מודיעין ישיבת ההסדר מאיר הראל Meir Hospital מרכז רפואי מאיר Meir Just מאיר יוסט Meir Kahane מאיר כהנא Meir Katzenellenbogen מאיר קצנלנבוגן Meir Kessler מאיר קסלר Meir Lublin מאיר מלובלין Meir Margalit מאיר מרגלית Meir Max Bineth מאיר מקס בינט Meir Mazuz מאיר מאזוז Meir Meivar מאיר מיבר Meir Nakar מאיר נקר Meir Nitzan מאיר ניצן Meir Pa'il מאיר פעיל Meir Pichhadze מאיר פיצ'חדזה Meir Porush מאיר פרוש Meir Rauch מאיר ראוך Meir Rosenne מאיר רוזן Meir Shahar מאיר שחר Meir Shalev מאיר שלו Meir Shamgar מאיר שמגר Meir Shapiro יהודה מאיר שפירא Meir Sheetrit מאיר שטרית Meir Shfeya מאיר שפיה Meir Shiff מאיר שיף Meir Shmuel Gabay מאיר גבאי Meir Simcha of Dvinsk מאיר שמחה הכהן Meir Sternberg מאיר שטרנברג Meir Talmi מאיר תלמי Meir Tapiro מאיר טפירו Meir Tobianski פרשת טוביאנסקי Meir Vilner מאיר וילנר Meir Wieseltier מאיר ויזלטיר Meir Wilchek מאיר וילצ'ק Meir Ya'ari מאיר יערי Meir Yitzhak Halevi מאיר יצחק-הלוי Meir Zarchi מאיר זרחי Meir Zorea מאיר זורע Meir ben Ezekiel ibn Gabbai מאיר אבן גבאי Meir ben Judah Leib Poppers מאיר הכהן פופרש Meir ben Samuel מאיר בן שמואל Meir of Rothenburg מהר"ם מרוטנבורג MeirM משתמש:מאיר מ Meirav מירב Meirav Ben-Ari מירב בן-ארי Meiri מאירי Meiron מירון הקדומה Meisel מייזל Meiser מייסר Meishar מישר Meissa מייסה Meissen מייסן Meissner effect אפקט מייסנר Meister Eckhart מייסטר אקהרט Meistriliiga ליגת העל האסטונית Meital Dohan מיטל דוהן Meitar מיתר Meitav מיטב Meithalun מיית'לון Meitnerium מייטנריום Mek'ele מקלה Mekhilta of Rabbi Ishmael מכילתא דרבי ישמעאל Mekhilta of Rabbi Shimon מכילתא דרשב"י Mekhora מכורה Meknes מקנס Mekong מקונג Mekor Baruch מקור ברוך Mekor Chaim מקור חיים Mekorot מקורות Mekrystelwhittemore/sandbox אלדול Mekupelet מקופלת Mel B מלאני בראון Mel Blanc מל בלאנק Mel Brooks מל ברוקס Mel Ferrer מל פרר Mel Gibson מל גיבסון Mel Martin מל מרטין Mel Ramos מל ראמוס Mel Rosenberg מל רוזנברג Mel Sheppard מל שפרד Melaine Walker מליין ווקר Melamed מלמד Melamed katz משתמש:מלמד כץ Melamine מלמין Melancholia מלנכוליה Melanesia מלנזיה Melanesia קטגוריה:מלנזיה Melani Costa מלני קוסטה Melania Trump מלניה טראמפ Melanie Amaro מלאני אמרו Melanie C מלאני צ'יסהולם Melanie Costa מלני קוסטה Melanie Griffith מלאני גריפית' Melanie Joy מלאני ג'וי Melanie Klein מלאני קליין Melanie Martinez מלאני מרטינז Melanie Peres מלאני פרס Melanie Phillips מלאני פיליפס Melanin מלנין Melanism מלניזם Melanocyte מלנוציט Melanocytic nevus שומה Melanoma מלנומה Melanthius מלנתיוס Melatef Umeshaker מלטף ומשקר Melatonin מלטונין Melaveh Malkah מלווה מלכה Melber User:Gaeser Melbourne מלבורן Melbourne קטגוריה:מלבורן Melbourne Airport נמל התעופה הבינלאומי מלבורן Melbourne City FC מלבורן סיטי Melbourne City FC players קטגוריה:כדורגלני מלבורן סיטי Melbourne Cricket Ground אצטדיון הקריקט של מלבורן Melbourne Parliament House בית הפרלמנט Melbourne St Patrick's Cathedral קתדרלת פטריק הקדוש Melbourne Symphony Orchestra התזמורת הסימפונית של מלבורן Melbourne Victory FC players קטגוריה:כדורגלני מלבורן ויקטורי Melchior מלכיור Melchior Ndadaye מלכיור נדאדיה Melchizedek מלכי-צדק Melchizedek מלכיצדק Meleager מלאגרוס Meleager of Gadara מלאגרוס מגדרה Melechesh מלכאש Melee weapon נשק קר Melek Taus מלאכ טאוס Meleke אבן ירושלמית Melencolia I מלנכוליה Meles גירית Meles Zenawi מלס זנאווי Melfi מלפי Meli Polishook-Bloch מלי פולישוק-בלוך Melia azedarach אזדרכת מצויה Meliaceae אזדרכתיים Meliaceae קטגוריה:אזדרכתיים Melierax נץ אפור Melilite קבוצת המליליט Melilla מלייה Melilotus דבשה Melina Kanakaredes מלינה קאנאקארדס Melina Mercouri מלינה מרקורי Melinda Dillon מלינדה דילון Melinda Gates מלינדה גייטס Melissa מליסה Melissa Belote מליסה בלוט Melissa Benoist מליסה בנויסט Melissa Etheridge מליסה אתרידג' Melissa George מליסה ג'ורג' Melissa Gilbert מליסה גילברט Melissa Leo מליסה לאו Melissa McBride מליסה מקברייד Melissa McCarthy מליסה מקארתי Melissa Rauch מליסה ראוש Melissus of Samos מליסוס Melitaea trivia נימפית הבוצין Meliton Balanchivadze מליטון בלנצ'יוודזה Meliton Kantaria מליטון כנתריה Melitopol מליטופול Melk מלק Melk Abbey מנזר מלק Melkite מלכיתים Melkite Greek Catholic Church הכנסייה המלכיתית היוונית-קתולית Mellah מלאח Mellanox Technologies מלאנוקס Meller מלר Meller's mongoose נמיית מלר Mellon Collie and the Infinite Sadness Mellon Collie and the Infinite Sadness Mellotron מלוטרון Mellow Gold Mellow Gold Melnick 42 מלניק 42 Melnyk מלניק Melo דה מלו Melo מלו Melodica מלודיקה Melodifestivalen מלודיפסטיבלן Melodifestivalen contestants קטגוריה:משתתפי המלודיפסטיבלן Melodrama מלודרמה Melody מלודי Melody מלודיה Melody Maker מלודי 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הנבחרים של ארצות הברית מדקוטה הדרומית Members of the United States House of Representatives from Tennessee קטגוריה:חברי בית הנבחרים של ארצות הברית מטנסי Members of the United States House of Representatives from Texas קטגוריה:חברי בית הנבחרים של ארצות הברית מטקסס Members of the United States House of Representatives from Utah קטגוריה:חברי בית הנבחרים של ארצות הברית מיוטה Members of the United States House of Representatives from Vermont קטגוריה:חברי בית הנבחרים של ארצות הברית מוורמונט Members of the United States House of Representatives from Virginia קטגוריה:חברי בית הנבחרים של ארצות הברית מווירג'יניה Members of the United States House of Representatives from Washington קטגוריה:חברי בית הנבחרים של ארצות הברית מוושינגטון Members of the United States House of Representatives from West Virginia קטגוריה:חברי בית הנבחרים של ארצות הברית מווירג'יניה המערבית Members of the United States House of Representatives from Wisconsin קטגוריה:חברי בית הנבחרים של ארצות הברית מוויסקונסין Members of the United States House of Representatives from Wyoming קטגוריה:חברי בית הנבחרים של ארצות הברית מוויומינג Members of the United States National Academy of Sciences קטגוריה:חברי האקדמיה הלאומית למדעים של ארצות הברית Members of the western concert flute family חליל קלאסי Members of upper houses קטגוריה:חברי בתים עליונים Membrane ממברנה Membrane keyboard מקלדת ממברנה Membrane protein חלבון ממברנה Membrane transport protein נשא Membranophone ממברנופוניים Meme מם Memel ממל Memento ממנטו Memento mori ממנטו מורי Memex ממקס Memmo di Filippuccio ממו די פיליפוצ'ו Memnon of Rhodes ממנון מרודוס Memoir ספר זיכרונות Memoirists קטגוריה:כותבי זיכרונות Memoirs קטגוריה:ספרי זיכרונות Memoirs Illustrating the History of Jacobinism זיכרונות להבהרת ההיסטוריה של היעקוביניזם Memoirs of Hadrian זכרונות אדריאנוס Memoirs of a Geisha זכרונותיה של גיישה Memoirs of an Imperfect Angel Memoirs of an Imperfect Angel Memorandum of association תזכיר התאגדות Memorbuch ממורבוך Memorial הנצחה Memorial ממוריאל Memorial Address Memorial Address Memorial Day יום הזיכרון Memorial Medical Center and Hurricane Katrina פרשת המתת החסד בבית החולים ממוריאל בניו אורלינס Memorial Museum of Cosmonautics מוזיאון החלל הרוסי Memorial to Japanese-American Patriotism in World War II אנדרטת הפטריוטיות היפנית-אמריקאית במלחמת העולם השנייה Memorial to the Murdered Jews of Europe אנדרטה לזכר יהודי אירופה שנרצחו Memorials for the September 11 attacks קטגוריה:אנדרטאות לזכר פיגועי 11 בספטמבר Memories Memories Memory Memory Memory זיכרון Memory ספר:זיכרון Memory קטגוריה:זיכרון Memory Almost Full Memory Almost Full Memory address כתובת Memory card כרטיס זיכרון Memory consolidation התגבשות זיכרון Memory corruption השחתת זיכרון Memory hierarchy מדרג זיכרון Memory leak דליפת זיכרון Memory management unit יחידת ניהול זיכרון Memory of the World Programme תוכנית זיכרון עולם Memory segmentation מקטעי זיכרון Memory timings זמן אחזור Memorylessness חוסר זיכרון Memphis ממפיס Memphis Bleek ממפיס בליק Memphis Depay ממפיס דפאי Memphis Grizzlies ממפיס גריזליס Memphis Grizzlies players קטגוריה:כדורסלני ממפיס גריזליס Memphis Slim ממפיס סלים Memphis Tigers men's basketball players קטגוריה:כדורסלני אוניברסיטת ממפיס Mempricius ממפריקיוס Memristor ממריסטור Memtest86 Memtest86 Memty User:Memty Men קטגוריה:גבר Men Explain Things to Me גברים מסבירים לי דברים Men at Arms אנשי המשמר Men in Black גברים בשחור Men in Black 3 גברים בשחור 3 Men in Black II גברים בשחור 2 Men in black גברים בשחור Men in the Sun גברים בשמש Men who have sex with men גברים המקיימים יחסי מין עם גברים Men's magazines קטגוריה:מגזיני גברים Men's movement תנועות גברים Men's rights movement התנועה לזכויות הגבר Mena Suvari מינה סוברי Menace אימה Menachem מנחם Menachem Ashkenazi מנחם אשכנזי Menachem Avidom מנחם אבידום Menachem Bader מנחם בדר Menachem Banitt מנחם בנית Menachem Begin מנחם בגין Menachem Begin Heritage Center מרכז מורשת מנחם בגין Menachem Bello מיקו בלו Menachem Ben-Sasson מנחם בן-ששון Menachem Brod מנחם ברוד Menachem Cohen מנחם כהן Menachem Elon מנחם אלון Menachem Finkelstein מנחם פינקלשטיין Menachem Friedman מנחם פרידמן Menachem Froman מנחם פרומן Menachem Gueffen מנחם גפן Menachem Hacohen מנחם הכהן Menachem Lewin מנחם לוין Menachem Lorberbaum מנחם לורברבוים Menachem Magidor מנחם מגידור Menachem Mautner מנחם מאוטנר Menachem Mazuz מני מזוז Menachem Meiri מנחם המאירי Menachem Mendel מנחם מנדל Menachem Mendel Futerfas מנחם מנדל פוטרפס Menachem Mendel Kasher מנחם מנדל כשר Menachem Mendel Krochmal מנחם מנדל קרוכמל Menachem Mendel Lefin מנדל לפין Menachem Mendel Schneersohn מנחם מנדל שניאורסון Menachem Mendel Schneerson מנחם מנדל שניאורסון Menachem Mendel Schneerson קטגוריה:מנחם מנדל שניאורסון Menachem Mendel Taub מנחם מנדל טאוב Menachem Mendel of Kotzk מנחם מנדל מקוצק Menachem Mendel of Rimanov מנחם מנדל מרימנוב Menachem Mendel of Vitebsk מנחם מנדל מוויטבסק Menachem Nachum Twersky מנחם נחום מצ'רנוביל Menachem Oren מנחם אורן Menachem Porush מנחם פרוש Menachem Ratzon מנחם רצון Menachem Savidor מנחם סבידור Menachem Shlomo Bornsztain מנחם שלמה בורנשטיין Menachem Shmuel David Raichik מנחם שמואל דוד רייטשיק Menachem Ussishkin מנחם אוסישקין Menachem Yedid מנחם ידיד Menachem Ziemba מנחם זמבה Menachem Zilberman מנחם זילברמן Menachem ben Peretz of Hebron מנחם החברוני Menaechmus מנכמוס Menahem מנחם בן גדי Menahem Azariah da Fano מנחם עזריה מפאנו Menahem Ben מנחם בן Menahem Gnessin מנחם גנסין Menahem Golan מנחם גולן Menahem Lonzano מנחם די לונזאנו Menahem Max Schiffer מנחם שיפר Menahem Pressler מנחם פרסלר Menahem Recanati מנחם רקנאטי Menahem Shemuel Halevy מנחם שמואל הלוי Menahem Stern מנחם שטרן Menahem ben Aaron ibn Zerah מנחם בן זרח Menahem ben Saruq מנחם בן סרוק Menahem the Essene מנחם Menahemia מנחמיה Menai Strait מצר מנאי Menai Suspension Bridge גשר מנאי Menander מנאנדרוס Menander Rhetor מנאנדרוס רטור Menapii מנפים Menas of Ethiopia קיסר אתיופיה מינאס Menashe Amir מנשה אמיר Menashe Kadishman מנשה קדישמן Menashe Klein מנשה קליין Menashe Miller מנשה מילר Menashe Regional Council מועצה אזורית מנשה Menashe Regional Council קטגוריה:מועצה אזורית מנשה Menashe Regional Council תבנית:מועצה אזורית מנשה Menashiya מנשייה Menasim/Userboxes/User Google תבנית:משתמש גוגל Menasseh Ben Israel מנשה בן ישראל Mencius מנציוס Mende Nazer מנדה נאזר Mendel Diness מנדל ג'ון דינס Mendel Portugali מנדל פורטוגלי Mendel Weinbach מנדל וינבך Mendel Zaks מנחם מנדל זקס Mendele Mocher Sforim מנדלי מוכר ספרים Mendelevium מנדלביום Mendelian inheritance חוקי התורשה של מנדל Mendelssohn מנדלסון Mendelssohn family משפחת מנדלסון Mendelssohn family קטגוריה:משפחת מנדלסון Menderes מנדרס Mendes מנדס Mendi Rodan מנדי רודן Mendicant orders מנדיקנטים Mendoza מנדוסה Mendoza Godoy Cruz גודוי קרוס Mendoza Province מנדוסה Mendoza Province קטגוריה:מנדוסה Mendoza San Martín סן מרטין Mendoza San Rafael סן רפאל Mendy Werdyger מנדי ורדיגר Menelaus מנלאוס Menelaus' theorem משפט מנלאוס Menelik I מלך אקסום מנליק הראשון Menelik II קיסר אתיופיה מנליק השני Menen Asfaw מנן אספאו Meneng District מננג Mengenlehreuhr שעון ברלין Mengistu Haile Mariam מנגיסטו היילה מריאם Menhir מנהיר Meni Koretski מנחם קורצקי Meni Levi מני לוי Menin Gate אנדרטת איפר Meninges קרומי המוח Meningioma מנינגיומה Meningitis דלקת קרום המוח Meniscus מניסקוס Meniñ Qazaqstanım המנון קזחסטן Menkaure מנכאורע Mennonite מנוניטים Meno פרדוקס מנון MenoBot User:MenoBot Menoetius מנויטיוס Menologion of Basil II המנולוגיון של בסיליוס השני Menongue מנונגה Menopause גיל המעבר אצל נשים Menora מנורה Menora Mivtachim Arena היכל מנורה מבטחים Menorah המנורה Menorah חנוכייה Menorrhagia מנורגיה Mens Sana 1871 Basket מונטפסקי סיינה Mens Sana Basket players קטגוריה:כדורסלני מונטפסקי סיינה Mens rea מחשבה פלילית Mensa הר השולחן Mensa קטגוריה:קבוצת הכוכבים הר השולחן Mensa Christi Church כנסיית מנזה כריסטי Mensa International מנסה Mensheviks מנשביקים Mensheviks קטגוריה:מנשביקים Menstrual cup גביעונית Menstrual cycle המחזור החודשי Menstrual cycle קטגוריה:המחזור החודשי Menstrual synchrony אפקט מקלינטוק Menstruation וסת Mentaiko מנטאיקו Mental accounting חשבונאות נפשית Mental and behavioural disorders קטגוריה:הפרעות נפשיות והתנהגותיות Mental breakdown התמוטטות עצבים Mental calculation חישוב בראש Mental calculator גאון חישוב Mental disorder הפרעה נפשית Mental health בריאות הנפש Mental health קטגוריה:בריאות הנפש Mental health in Israel קטגוריה:ישראל: בריאות הנפש Mental model מודל מנטלי Mental status examination בדיקת מצב פסיכיאטרי Mentalization מנטליזציה Mentawai Strait מצר מנטאוואי Mentewab מאנטאוואב Mentha נענע Mentha aquatica נענת מים Mentha longifolia נענע משובלת Mentha pulegium נענת הכדורים Mentha suaveolens נענע ריחנית Menthol מנתול Mentor מנטור Mentor of Rhodes מנטור מרודוס Mentorship ויקיפדיה:חונכות Mentorship חניכה Mentos מנטוס Menu תפריט Menu/Policies and guidelines עזרה:תפריט ראשי/עקרונות וקווים מנחים Menu/The Wikipedia community עזרה:תפריט ראשי/קהילת ויקיפדיה Menucha Rochel Slonim מנוחה רחל סלונים Menuha מנוחה Menuha Formation תצורת מנוחה Menuhin מנוחין Menuridae קטגוריה:נבליים Menzoberranzan Houses hierarchy.jpg קובץ:Menzoberranzan1.JPG Mephibosheth מפיבושת Mephisto מפיסטו Mephitis בואש Mer מר Mer Hayrenik המנון ארמניה Mer de Noms Mer De Noms Merab מרב בת שאול Merab Kostava מרב קוסטבה Merano מראנו Merari מררי Merav מרב Merav Michaeli מרב מיכאלי Merav Shinn Ben-Alon מרב שין בן-אלון Mercado de Sonora שוק סונורה Mercalli intensity scale סולם מרקאלי Mercantile Discount Bank בנק מרכנתיל דיסקונט Mercantilism מרקנטיליזם Mercator מרקטור Mercator projection היטל מרקטור Mercatus Center מרכז מרקטוס Mercaz HaRav Kook ישיבת מרכז הרב Mercaz HaRav massacre הפיגוע בישיבת מרכז הרב Merce Cunningham מרס קנינגהם Mercedes מרסדס Mercedes McCambridge מרסדס מקיימברידג' Mercedes Odina מרסדס אודינה Mercedes Ruehl מרסדס רוהל Mercedes Sosa מרסדס סוסה Mercedes-AMG מרצדס AMG Mercedes-AMG GT מרצדס AMG GT Mercedes-Benz מרצדס-בנץ Mercedes-Benz 600 מרצדס-בנץ W 100 Mercedes-Benz 770 מרצדס-בנץ 770 Mercedes-Benz Arena O2 וורלד Mercedes-Benz Arena מרצדס-בנץ ארנה Mercedes-Benz C-Class מרצדס-בנץ C-קלאס Mercedes-Benz CLA-Class מרצדס-בנץ CLA-קלאס Mercedes-Benz CLS-Class מרצדס-בנץ CLS-קלאס Mercedes-Benz E-Class מרצדס-בנץ E-קלאס Mercedes-Benz G-Class מרצדס-בנץ G-קלאס Mercedes-Benz S-Class מרצדס-בנץ S-קלאס Mercedes-Benz SL-Class מרצדס-בנץ SL-קלאס Mercedes-Benz SLK-Class מרצדס-בנץ SLK-קלאס Mercedes-Benz SLR McLaren מרצדס-בנץ SLR מקלארן Mercedes-Benz SLS AMG מרצדס-בנץ SLS AMG Mercedes-Benz Superdome לואיזיאנה סופרדום Mercedes-Benz W108 מרצדס-בנץ W108 Mercedes-Benz W114 מרצדס-בנץ W114 Mercedes-Benz W123 מרצדס-בנץ W123 Mercedes-Benz W124 מרצדס-בנץ W124 Mercedes-Benz W201 מרצדס-בנץ W201 Mercedes-Benz in Formula One מרצדס AMG Mercedes-Benz vehicles קטגוריה:מרצדס-בנץ Mercenary שכיר חרב Mercenary War מלחמת שכירי החרב Mercer מרסר Mercery סדקית Merchandise giveaways/Nominations/Archive 6 s:User:Roxette5 Merchandising מרצ'נדייזינג Merchandization התמסחרות Merchant סוחר Merchant Ivory Productions מרצ'נט ואייבורי הפקות Merchant navy צי סוחר Merchants קטגוריה:סוחרים Merchants of Doubt סוחרי הספק Mercia ממלכת מרסיה Mercian monarchs קטגוריה:מלכי מרסיה Mercian monarchs תבנית:מלכי מרסיה Merck & Co. מרק Merck Index אינדקס מרק Merck Manual of Diagnosis and Therapy מרק Merck-Stadion am Böllenfalltor אצטדיון בולנפלטור Mercosur מרקוסור Mercosur תבנית:מרקוסור Mercuralia מרקורליה Mercure de France מרקור דה פראנס Mercurial מרקוריאל Mercuriceratops מרקוריצרטופס Mercurius מרקוריוס Mercurius of Transylvania שליט טרנסילבניה מרקוריוס Mercury כוכב חמה Mercury כספית Mercury מרקורי Mercury מרקוריוס Mercury קטגוריה:כוכב חמה Mercury City Tower מגדל מרקורי סיטי Mercury Interactive מרקורי Mercury Prize פרס מרקיורי Mercury Rev מרקורי רב Mercury-Redstone 3 מרקורי-רדסטון 3 Mercury-Redstone Launch Vehicle מרקורי-רדסטון Mercury-in-glass thermometer מדחום כספית Mercy משתמש:Mercy Mercy רחמים Mercy seat כפורת Mercyful Fate מרסיפול פייט Mercè Rodoreda מרסה רודורדה Meredith מרדית' Merengue music מרנגה Meresamun מרסאמון Meretz מרצ Meretz Youth נוער מרצ Meretz politicians קטגוריה:פעילי מרצ Merge תבנית:איחוד Merge sort מיון מיזוג Mergers and acquisitions מיזוגים ורכישות Merginae ברווזי ים Merging ויקיפדיה:מדיניות איחוד ערכים Merguez מרגז Merhav Am מרחב עם Merhavia מרחביה Merhavim Regional Council מועצה אזורית מרחבים Merhavim Regional Council קטגוריה:מועצה אזורית מרחבים Merhavim Regional Council תבנית:מועצה אזורית מרחבים Meri העולם הזה - כוח חדש Meriadoc Brandybuck מריאדוק ברנדיבאק Meridian מרידיאן Meridiana מרידיאנה Meridiani Planum מישור מרידיאני Meridiungulata מרידיונגולטיים Meridiungulata קטגוריה:מרידיונגולטיים Meridor מרידור Meringue מקצפת Merism מריזם Meritocracy מריטוקרטיה Meriwether Lewis מריוותר לואיס Merkabah mysticism מעשה מרכבה Merkava מרכבה Merkavim מרכבים Merkaz Hever מרכז חבר Merkaz Omen מרכז אומן Merkaz Shapira מרכז שפירא Merkaz Yael מרכז יעל Merkel מרקל Merkel cell תאי מרקל Merkhav Mugan מרחב מוגן Merkinė מרקינה Merkle's Puzzles חידות מרקל Merkle–Damgård construction שיטת מרקל-דמגרד Merkos L'Inyonei Chinuch מרכז לענייני חינוך Merle Lang/Starting theories ויקיפדיה:איך ליצור דף חדש Merlene Ottey מרלין אוטי Merlin בז גמד Merlin מרלין Merlo מרלו Merlot מרלו Merlyn מרלין Merlyn Rees מרלין ריס Mermaid בת ים Mermaid Melody Pichi Pichi Pitch בנות הים פיצ'י פיצ'י פיץ' Mermaids בתולות הים Mermaidsposter.jpg תמונה:Mermaidsposter.jpeg Merneptah מרנפתח Merneptah Stele מצבת ישראל Merom Golan מרום גולן Merom HaGalil Regional Council מועצה אזורית מרום הגליל Merom HaGalil Regional Council קטגוריה:מועצה אזורית מרום הגליל Merom HaGalil Regional Council תבנית:מועצה אזורית מרום הגליל Meromorphic function פונקציה מרומורפית Meron מירון Meron Benvenisti מירון בנבנשתי Merope מרופה Meropidae קטגוריה:שרקרקיים Merostomata בעלי כליצרות ימיים Merovech מרובך הראשון Merovingian dynasty השושלת המרובינגית Merovingian dynasty קטגוריה:השושלת המרובינגית Merovingian/archive-15 אייזק ניוטון Merovingians תבנית:השושלת המרובינגית Meroë מרואה Merrick Garland מריק גרלנד Merrill Lynch מריל לינץ' Merrill's Marauders יחידת הפשיטה 5307 Merrin Dungey מרין דאנגי Merritt Butrick מריט בוטריק Merritt Edson מריט אדסון Mersa Matruh מרסא מטרוח Merseburg מרזבורג Mersenne prime מספר מרסן Merseyside מרזיסייד Merseyside קטגוריה:מרזיסייד Merseyside derby דרבי המרזיסייד Mersin מרסין Mersin Tarsus טרסוס Merton מרטון Merton Miller מרטון מילר Mertz מרץ Meru מרו Merv מרב העתיקה Merv Griffin מרב גריפין Merve Boluğur מרבה בולוגור Merville Gun Battery קרב סוללת מרוויל Mervyn LeRoy מרווין לרוי Merwan ha-Levi מרון הלוי Merychippus מריקהיפוס Meryem Uzerli מריים אוזרלי Meryl Streep מריל סטריפ Merzig מרציג Mesa הר שולחן Mesa Verde National Park הפארק הלאומי מסה ורדה Mesad Hashavyahu מצד חשביהו Mesaimeer מסאימיר Mesalazine מסלזין Mesangium מזנגיום Mesannepada מש-אנה-פדה Mesaoria מסאוריה Mescaline מסקלין Meselson–Stahl experiment ניסוי מסלסון ושטאל Mesembryanthemum אהל Mesembryanthemum crystallinum אהל הגבישים Mesembryanthemum nodiflorum אהל מצוי Mesenchyme מזנכימה Mesentery מתלה המעי Meseret Defar מסרט דפאר Mesh networking רשת אריג Mesha מישע Mesha Stele מצבת מישע Meshech משך Meshuggah משוגע Meshulach שד"ר Meshulam Dovid Soloveitchik משולם דוד הלוי סולובייצ'יק Meshulam Nahari משולם נהרי Meshulam Riklis משולם ריקליס Meshulim Feish Lowy משולם פייש לאווי Meshullam Feivush Heller משולם פייבוש הלר Meshullam ben Jacob משולם בן יעקב מלוניל Mesilat Zion מסילת ציון Mesillat Yesharim מסילת ישרים Mesilot מסילות Mesirah מוסר Mesite מסיטיים Mesivtha Tifereth Jerusalem מתיבתא תפארת ירושלים Meskel Square כיכר מסקל Meskheti מסחתי Meskhetian Turks טורקים מסחתים Meskie Shibru-Sivan מסקי שיברו Meskin מסקין Mesna מסנה Meso compound תרכובת מזו Mesoamerica מסו-אמריקה Mesoamerica קטגוריה:תרבויות מסו-אמריקאיות Mesoamerican ballgame טלאצ'טלי Mesobatrachia מזובטרכיה Mesobatrachia קטגוריה:מזובטרכיה Mesocricetus אוגר Mesohippus מזוהיפוס Mesolimbic pathway המערכת המזולימבית Mesolithic התקופה המזוליתית Mesolithic קטגוריה:התקופה המזוליתית Meson מזון Mesons קטגוריה:מזונים Mesonychid מזוניכידים Mesoplodont whale מזופלודון Mesopotamia מסופוטמיה Mesopotamia קטגוריה:מסופוטמיה Mesopotamian campaign המערכה במסופוטמיה במלחמת העולם הראשונה Mesopotamian deities קטגוריה:אלים מסופוטמיים Mesopotamian literature קטגוריה:ספרות מסופוטמית Mesopotamian mythology קטגוריה:מיתולוגיה מסופוטמית Mesoproterozoic מזופרוטרוזואיקון Mesosphere מזוספירה Mesozoic מזוזואיקון Mesozoic קטגוריה:מזוזואיקון Mesozoic animals קטגוריה:יצורים מעידן המזוזואיקון Mesozoic birds קטגוריה:עופות שחיו בעידן המזוזואיקון Mesozoic dinosaurs קטגוריה:דינוזאורים לפי תור Mesozoic graphical timeline תבנית:מזוזואיקון Mesrop Mashtots מסרוב משדוץ Messa per Rossini מיסה לרוסיני Message authentication code קוד אימות מסרים Message passing העברת מסרים Message-oriented middleware תווכה מוכוונת מסרים Messages הודעות Messalina מסלינה Messenger RNA MRNA Messenia מסיניאה Messer מסר Messerschmitt מסרשמיט Messerschmitt Bf 109 מסרשמיט Bf 109 Messerschmitt Bf 110 מסרשמיט Bf 110 Messerschmitt KR175 מסרשמיט KR175 Messerschmitt Me 262 מסרשמיט Me 262 Messiah משיח Messiah War אקס-מן: מלחמת המשיח Messiah ben Joseph משיח בן יוסף Messiah in Judaism משיח Messianic Judaism יהדות משיחית Messianic Judaism קטגוריה:יהדות משיחית Messianism קטגוריה:תנועות משיחיות Messier 10 M10 Messier 100 M100 Messier 12 M12 Messier 13 צביר הרקולס Messier 14 M14 Messier 15 צביר פגסוס Messier 18 M18 Messier 19 M19 Messier 2 M2 Messier 21 M21 Messier 22 M22 Messier 23 M23 Messier 25 M25 Messier 26 M26 Messier 28 M28 Messier 29 M29 Messier 3 M3 Messier 30 M30 Messier 32 M32 Messier 34 M34 Messier 35 M35 Messier 36 M36 Messier 37 M37 Messier 38 M38 Messier 39 M39 Messier 4 M4 Messier 41 M41 Messier 43 M43 Messier 46 M46 Messier 47 M47 Messier 48 M48 Messier 49 M49 Messier 5 M5 Messier 50 M50 Messier 52 M52 Messier 53 M53 Messier 54 M54 Messier 55 M55 Messier 56 M56 Messier 58 M58 Messier 59 M59 Messier 60 M60 Messier 61 M61 Messier 62 M62 Messier 65 M65 Messier 66 M66 Messier 67 M67 Messier 68 M68 Messier 69 M69 Messier 7 צביר תלמי Messier 70 M70 Messier 71 M71 Messier 72 M72 Messier 73 M73 Messier 74 M74 Messier 75 M75 Messier 77 M77 Messier 78 M78 Messier 79 M79 Messier 80 M80 Messier 81 M81 Messier 82 M82 Messier 83 M83 Messier 87 M87 Messier 9 M9 Messier object קטלוג מסיה Messier objects קטגוריה:עצמי מסיה Messina מסינה Messina111/Israel 1 משרד התשתיות הלאומיות Messing מסינג Messinian salinity crisis האירוע המסיני Messor נמלת קציר Mestalla Stadium אצטדיון מסטאייה Mestia מסטיה Mestia Municipality נפת מסטיה Mestizo מסטיסים Mestre מסטרה Mesudarim מסודרים Mesut Yılmaz מסוט ילמז Mesut Özil מסוט אוזיל MetLife Building בניין מט לייף Meta ויקיפדיה:מטא-ויקי Meta מטא Meta element תג מטא Meta-analysis מטא-אנליזה Meta-ethics מטא-אתיקה MetaWeblog MetaWeblogAPI Metabolic acidosis חמצת מטבולית Metabolic age גיל מטבולי Metabolic disorders קטגוריה:הפרעות מטבוליות Metabolic pathways קטגוריה:מסלולים מטבוליים Metabolic syndrome התסמונת המטבולית Metabolism מטבוליזם Metabolism קטגוריה:מטבוליזם Metabolite מטבוליט Metabotropic receptor קולטן מטבוטרופי Metacarpal bones עצמות המסרק Metacity Metacity Metacognition מטא-קוגניציה Metacritic Metacritic Metadata מטא דאטה Metadata removal tool תוכנה להסרת metadata Metafiction מטא-בדיון Metagenes מטגנס Metal מתכת Metal Blade Records Metal Blade Records Metal Blade Records artists קטגוריה:להקות שחתומות במטאל בלייד רקורדס Metal Gear מטאל גיר Metal Magic Metal Magic Metal detector גלאי מתכות Metal lathe מחרטה Metal spinning לחצנות מתכת Metal-coated crystal אקווה אורה Metalcore מטאלקור Metalcore musical groups קטגוריה:להקות מטאלקור Metalist Oblast Sports Complex אצטדיון מטאליסט Metallic Blues מטאליק בלוז Metallic bonding קשר מתכתי Metallic elements קטגוריה:יסודות מתכתיים Metallica Metallica Metallica מטאליקה Metallica קטגוריה:מטאליקה Metallica תבנית:מטאליקה Metallica - Kill 'Em All cover.jpg תמונה:Metallica - Kill 'Em All.jpg Metallica - Ride the Lightning cover.jpg קובץ:Metallica-RideTheLightning.jpg Metallica albums קטגוריה:אלבומי מטאליקה Metallica songs קטגוריה:שירי מטאליקה Metallica: Through the Never Metallica Through The Never Metallicity מתכתיות Metallo מטאלו Metallography מטלוגרפיה Metalloid מטלואיד Metalloids קטגוריה:מתכות למחצה Metalloprotein מטאלופרוטאין Metalloproteinase מטאלופרוטאז Metallurg Magnitogorsk מטאלורג מגניטוגורסק Metallurgist User:Metallurgist Metallurgists קטגוריה:מטלורגים Metallurgy מטלורגיה Metallurgy קטגוריה:מטלורגיה Metals קטגוריה:מתכות Metalworking עיבוד מתכת Metal–air electrochemical cell סוללת מתכת-אוויר Metamagnetism מטאמגנטיות Metamaterial מטא-חומר Metamathematics מטא-מתמטיקה Metamictization מטאמיקטיזציה Metamizole דיפירון Metamorphic rock סלע מותמר Metamorphic rocks קטגוריה:סלעים מותמרים Metamorphism התמרה Metamorphoses מטמורפוזות Metamorphosis of Narcissus מטמורפוזה של נרקיסוס Metaphilosophy מטאפילוסופיה Metaphilosophy קטגוריה:מטאפילוסופיה Metaphor מטפורה Metaphors קטגוריה:דימויים Metaphysical art אמנות מטאפיזית Metaphysical naturalism נטורליזם מטאפיזי Metaphysics המטאפיזיקה של אריסטו Metaphysics מטאפיזיקה Metaphysics קטגוריה:מטאפיזיקה Metaplasia מטפלזיה Metasequoia glyptostroboides מטסקוויה Metasomatism מטאסומטיזם Metastability מצב מטסטבילי Metastasis גרורה Metasyntactic variable משתנה מטא-תחבירי Metatarsal bones עצמות המסרק Metatheria מטאתריה Metathesis שיכול עיצורים Metatron מטטרון Metcalfe's law חוק מטקלף Meteg מתג Metekel Zone מתקל Metekhi מטחי Meteor מטאור Meteor Crater מכתש המטאור Meteor shower מטר מטאורים Meteor showers קטגוריה:מטרות מטאורים Meteora Meteora Meteora מטאורה Meteorite מטאוריט Meteorites קטגוריה:מטאוריטים Meteoroid מטאורואיד Meteorological instrumentation and equipment קטגוריה:מכשירי מדידה במטאורולוגיה Meteorologists קטגוריה:מטאורולוגים Meteorology מטאורולוגיה Meteorology קטגוריה:מטאורולוגיה Metformin מטפורמין Methacholine מטאכולין Methacrylic acid חומצה מתאקרילית Methadone מתאדון Methamphetamine מתאמפטמין Methane מתאן Methanethiol מתאנתיול Methanol מתנול Methemoglobinemia מטהמוגלובינמיה Methicillin-resistant Staphylococcus aureus MRSA Methionine מתיונין Methionine synthase מתיונין סינתאז Method Man מת'וד מן Method acting משחק מתודי Method of exhaustion שיטת המיצוי Method of image charges שיטת מטעני דמות Method of moments שיטת המומנטים Methodenstreit העימות המתודולוגי Methodism מתודיזם Methods in archaeology קטגוריה:מונחים בחפירה ארכאולוגית Methods of computing square roots הוצאת שורש ריבועי Methotrexate מטוטרקסט Methoxy מתוקסי Methuselah מתושלח Methuselah Foundation קרן מתושלח Methyl ethyl ketone peroxide MEKP Methyl group קבוצת מתיל Methyl jasmonate מתיל יסמונט Methyl methacrylate מתיל מתאקרילט Methylation מתילציה Methylcobalamin מתילקובלמין Methyldopa מתילדופה Methylene מתילן Methylene group מתילן Methylenetetrahydrofolate reductase MTHFR Methylphenidate מתילפנידאט Methylsulfonylmethane MSM Metis מטיס Metlink Metlink Metoclopramide מטוקלופראמיד Metolazone מטולזון Meton of Athens מטון Metonic cycle מחזור מטון Metonymy מטונימיה Metope מטופה Metoprolol מטופרולול Metra רכבת הפרברים של שיקגו Metre מטר Metre משקל Metriacanthosaurus מטריאכאנטוזאורוס Metric מטריקה Metric expansion of space התפשטות היקום Metric geometry קטגוריה:מרחבים מטריים Metric k-center בעיית k המרכזים Metric prefix תחיליות במערכת היחידות הבינלאומית Metric space מרחב מטרי Metric system השיטה המטרית Metrication מעבר לשיטה המטרית Metrics מטריקה Metrization theorem משפט אוריסון Metro מטרו Metro Alpin מטרו אלפין Metro Central Heights בית אלכסנדר פלמינג Metro Station מטרו סטיישן Metro station תחנת רכבת תחתית Metro-2 מטרו 2 Metro-Goldwyn-Mayer מטרו גולדווין מאייר Metro-Goldwyn-Mayer films קטגוריה:סרטי מטרו גולדווין מאייר Metrobus מטרובוס Metrodan Beersheba מטרודן Metrodorus מטרודורוס Metrodorus of Lampsacus מטרודורוס מלמפסקוס Metrojet Flight 9268 טיסה 9268 של מטרוג'ט Metrology מטרולוגיה Metronit מטרונית Metronome מטרונום Metropolin מטרופולין Metropoline מטרופולין Metropolis מטרופוליס Metropolis Pt. 2: Scenes from a Memory Metropolis Pt. 2: Scenes from a Memory Metropolis Software Metropolis Software Metropolis-new-tower-of-babel.png קובץ:Metropolis-new-tower-of-babel.jpg Metropolitan מטרופוליטן Metropolitan France צרפת המטרופוליטנית Metropolitan Life Insurance Company Tower מגדל חברת הביטוח מטרופוליטן לייף Metropolitan Museum of Art מוזיאון המטרופוליטן לאמנות Metropolitan Museum of Art קטגוריה:מוזיאון המטרופוליטן לאמנות Metropolitan Opera מטרופוליטן אופרה Metropolitan Opera House בית האופרה המטרופוליטנית Metropolitan Police Service משטרת המטרופולין של לונדון Metropolitan Tower מגדל מטרופוליטן Metropolitan area מטרופולין Metropolitan area network רשת עירונית Metropolitan areas of the United States קטגוריה:ארצות הברית: אזורי מטרופולין Metropolitan bishop ארכיבישוף מטרופוליטני Metropolitan line קו מטרופוליטן Metrosexual מטרוסקסואל Metsamor Nuclear Power Plant תחנת הכוח הגרעינית מצאמור Metsovo מצובו Metta World Peace מטא וורלד פיס Mettenberg מטנברג Mettā מטא Metula מטולה Metz מץ Metz קטגוריה:מץ Metz Cathedral קתדרלת מץ Metzad מיצד Metzar מיצר Metzer מצר Metzitzim מציצים Metzora פרשת מצורע Metzudat Koach מצודת כ"ח Metzudat Ze'ev מצודת זאב Metzujan משתמש:Metzujan Meursault2004 משתמש:Meursault2004 Meurthe-et-Moselle מרת ומוזל Meuse מז Mevaseret Zion מבשרת ציון Mevlüt Erdinç מבלוט ארדינץ' Mevo Beitar מבוא ביתר Mevo Dotan מבוא דותן Mevo Hama מבוא חמה Mevo Horon מבוא חורון 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חסידות מז'יבוז' Mezhirichi מזריטש Mezmerizer/Sandbox/Project 2 ארנה רוק Mezuzah מזוזה Mezzeh מאזה Mezzo TV ערוץ מצו Mezzotint מצוטינט Meșterul Manole הבנאי מנולה Meḳiẓe Nirdamim מקיצי נרדמים Mgar User:Mgar Mgiganteus1/sandbox כדנית Mglin מגלין Mhairi Black מארי בלאק Mi Delirio Mi Delirio Mi Fu מי פו Mi Reflejo Mi Reflejo Mi Reflejo קובץ:Christina Aguilera - Mi Reflejo.jpg Mi'ilya מעיליא Mi'irabawi Zone המחוז המערבי Mi'ma'amakim ממעמקים Mia Arbatova מיה ארבטובה Mia Farrow מיה פארו Mia Hamm מיה האם Mia Khalifa מיא ח'ליפה Mia Kirshner מיה קירשנר Mia Love מיה לאב Mia Martini מיה מרטיני Mia Wasikowska מיה וסיקובסקה Miami מיאמי Miami Boys Choir פרחי מיאמי Miami Dolphins מיאמי דולפינס Miami Fusion מיאמי פיוז'ן Miami Good Morning בוקר טוב מיאמי Miami Heat מיאמי היט Miami Heat head coaches קטגוריה:מאמני מיאמי היט Miami Heat players קטגוריה:כדורסלני מיאמי היט Miami Hurricanes men's basketball players קטגוריה:כדורסלני אוניברסיטת מיאמי Miami Ink קעקועים בע"מ Miami International Airport נמל התעופה 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Avi-Yonah מיכאל אבי-יונה Michael Bacall מייקל באקול Michael Balint מייקל באלינט Michael Ball מייקל בול Michael Ballack מיכאל באלאק Michael Bar-Zohar מיכאל בר-זוהר Michael Barkai מיכאל ברקאי Michael Barne מייקל בארן Michael Barrantes מיכאל בראנטס Michael Batiste מייק באטיסט Michael Bay מייקל ביי Michael Beasley מייקל ביזלי Michael Behagen מיקי בהגן Michael Ben-Ari מיכאל בן ארי Michael Ben-Yair מיכאל בן יאיר Michael Bennet מייקל בנט Michael Berenbaum מייקל ברנבאום Michael Berry מייקל ברי Michael Biehn מייקל ביהן Michael Bloomberg מייקל בלומברג Michael Bond מייקל בונד Michael Bradley מייקל בראדלי Michael Brecker מייקל ברקר Michael Brown מייקל בראון Michael Bruno מיכאל ברונו Michael Bublé מייקל בובלה Michael Burawoy מייקל בוראווי Michael Caine מייקל קיין Michael Carlos Museum מוזיאון מיכאל סי. קרלוס Michael Carrick מייקל קאריק Michael Carter-Williams מייקל קרטר-ויליאמס Michael Cera מייקל סרה Michael Chabon מייקל שייבון Michael Chang מייקל צ'אנג Michael Chekhov מייקל צ'כוב Michael Cherney 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Michael Haydn מיכאל היידן Michael Hedges מייקל הדג'ס Michael Higgins מייקל היגינס Michael Hogan מייקל הוגאן Michael Hordern מייקל הורדרן Michael Howard מייקל הווארד Michael Hurst מייקל הרסט Michael I מיכאל הראשון Michael I of Romania מלך רומניה מיכאי הראשון Michael I of Russia צאר רוסיה מיכאיל הראשון Michael II קיסר האימפריה הביזנטית מיכאל השני Michael III קיסר האימפריה הביזנטית מיכאל השלישי Michael Ignatieff מייקל איגנטייף Michael Imperioli מייקל אימפריולי Michael Jackson מייקל ג'קסון Michael Jackson ספר:מייקל ג'קסון Michael Jackson קטגוריה:מייקל ג'קסון Michael Jackson תבנית:מייקל ג'קסון Michael Jackson albums קטגוריה:אלבומי מייקל ג'קסון Michael Jackson songs קטגוריה:שירי מייקל ג'קסון Michael Jackson songs תבנית:מייקל ג'קסון סינגלים Michael Jai White מייקל ג'יי וייט Michael James Owen מייקל אואן Michael Jeffery מייקל ג'פרי Michael Johnson מייקל ג'ונסון Michael Jordan מייקל בי. ג'ורדן Michael Jordan מייקל ג'ורדן Michael Joseph Savage מייקל ג'וזף סאבג' Michael Kadoorie מיכאל כדורי Michael Kadosh לופא קדוש Michael Karayanni מיכאיל קרייני Michael Karpin מיכאל קרפין Michael Keaton מייקל קיטון Michael Kelly מייקל קלי Michael Kidd-Gilchrist מייקל קיד-גילכריסט Michael Kitchen מייקל קיצ'ן Michael Kleiner מיכאל קליינר Michael Klim מייקל קלים Michael Kohlhaas מיכאל קולהאס Michael Kolganov מיכאל קולגנוב Michael Krohn-Dehli מיכאל קרון דהלי Michael Kulikowski מייקל קוליקאוסקי Michael Kurtz מייקל קורץ Michael Lameck מיכאל לאמק Michael Landon מייקל לנדון Michael Lang מיכאל לאנג Michael Laudrup מיכאל לאודרופ Michael Lerner מייקל לרנר Michael Lev מישה לב Michael Levi Rodkinson מיכאל לוי פרומקין רודקינסון Michael Levitt מיכאל לויט Michael Lewis מייקל לואיס Michael Lucas מייקל לוקאס Michael Madsen מייקל מדסן Michael Maloney מייקל מלוני Michael Manley מייקל מנלי Michael Mann מייקל מאן Michael Marks מייקל מרקס Michael Marshall Smith מייקל מרשל סמית Michael Maschler מיכאל משלר Michael Masser מייקל מסר Michael McDonnell מייקל מקדונל Michael Melchior מיכאל מלכיאור Michael Mifsud מייקל מיפסוד Michael Milken מייקל מילקן Michael Moorcock מייקל מורקוק Michael Moore מייקל מור Michael Morell מייקל מורל Michael Moriarty מייקל מוריארטי Michael Morpurgo מייקל מורפורגו Michael Moshonov מיכאל מושונוב Michael Mukasey מייקל מוקייסי Michael Mullen מייקל מאלן Michael Myers מייקל מאיירס Michael Müller מיכאל מילר Michael Nagata מייקל נגאטה Michael Netzer מיכאל נצר Michael Nudelman מיכאל נודלמן Michael O'Hare מייקל או'הייר Michael O'Keefe מייקל או'קיף Michael Ohana מיכאל אוחנה Michael Olowokandi מייקל אולווקנדי Michael Ondaatje מייקל אונדאצ'י Michael Oren מיכאל אורן Michael Owen מייקל אואן Michael Palin מייקל פיילין Michael Peña מייקל פניה Michael Phelps מייקל פלפס Michael Piller מייקל פילר Michael Pitt מייקל פיט Michael Pointer אומגה Michael Polanyi מיכאל פולני Michael Pollan מייקל פולן Michael Pollard מייקל ג'יי פולארד Michael Porter מייקל פורטר Michael Postan מיכאל פוסטן Michael Praetorius מיכאל פרטוריוס Michael Preetz מיכאל פריץ Michael Rabin מיכאל רבין Michael Rapaport מייקל רפפורט Michael Ratzon מיכאל רצון Michael Redd מייקל רד Michael Redgrave מייקל רדגרייב Michael Reisser מיכאל רייסר Michael Reiziger מיכאל רייזיחר Michael Rensing מיכאל רנסינג Michael Richards מייקל ריצ'רדס Michael Riesman מיכאל רייסמן Michael Roach מייקל רואץ' Michael Robartes and the Dancer מייקל רובארטס והרקדנית Michael Roiz מיכאל רויז Michael Romanov משתמש:Michael Romanov Michael Romeo מייקל רומיאו Michael Ronda מייקל רונדה Michael Rooker מייקל רוקר Michael Rosenbaum מייקל רוזנבאום Michael Rostovtzeff מיכאל רוסטובצף Michael Rummenigge מיכאל רומניגה Michael Sachs מיכאל זקש Michael Sandel מייקל סנדל Michael Sanderling מיכאל זנדרלינג Michael Savage מייקל סאבג' Michael Schudson מייקל שדסון Michael Schumacher מיכאל שומאכר Michael Schønwandt מיכאל שונוונדט Michael Scot מייקל סקוטוס Michael Seifert מיכאל זייפרט Michael Sela מיכאל סלע Michael Servetus מיכאל סרווטוס Michael Sfard מיכאל ספרד Michael Sgan-Cohen מיכאל סגן-כהן Michael Shani מיכאל שני Michael Shanks מייקל שנקס Michael Shannon מייקל שאנון Michael Sheen מייקל שין Michael Shishman of Bulgaria קיסר בולגריה מיכאיל שישמן Michael Shmerkin מיכאל שמרקין Michael Shor מיכאל שור Michael Smith מייקל סמית' Michael Spence מייקל ספנס Michael Spindler מייקל ספינדלר Michael Steger מייקל סטגר Michael Steinberg מייקל שטיינברג Michael Stipe מייקל סטייפ Michael Stone מיכאל סטון Michael Strogoff מיכאל סטרוגוב Michael Stuart Brown מייקל סטוארט בראון Michael Stuhlbarg מייקל סטולברג Michael Szilágyi מיהאי סילאגי Michael Szwarc מיכאל שווארץ Michael Tarnat מיכאל טרנאט Michael Thomas מייקל תומאס Michael Tilson Thomas מייקל טילסון תומאס Michael Tinsley מייקל טינסלי Michael Tippett מייקל טיפט Michael Tree מייקל טרי Michael Trevino מייקל טרבינו Michael Trucco מייקל טרוקו Michael Tukura מייקל טוקורה Michael Umaña מיכאל אומאנייה Michael Urie מייקל לורנזו אוריה Michael Vartan מייקל ורטן Michael Ventris מייקל ונטריס Michael Vick מייקל ויק Michael Walzer מייקל וולצר Michael Wenden מייקל ונדן Michael William Balfe מייקל באלף Michael Williams מייקל ויליאמס Michael Williams מייקל קנת' ויליאמס Michael Wilson מייקל וילסון Michael Wittmann מיכאל ויטמן Michael Wolpe מיכאל וולפה Michael Woodruff מייקל וודרוף Michael York מייקל יורק Michael Zandberg מיכאל זנדברג Michael Zinigrad מיכאל זיניגרד Michael Zohary מיכאל זהרי Michael Zorc מיכאל צורק Michael of Imereti מלך אימרתי מיכאלי Michael the Brave מיכאי האמיץ Michael von Melas מיכאל פון מלאס Michael-Hakim Jordan מייקל הקים ג'ורדן Michaela Bercu מיכאלה ברקו Michaela Fukačová מיכאלה פוקאצ'ובה Michaelhilton/sandbox מיון ערימה Michaeli מיכאלי Michaelis–Menten kinetics קינטיקת מיכאליס-מנטן Michaels cuebid Michaels cuebid Michaelsanders/English monarchs מלכי בריטניה Michaelson מייקלסון Michail Grobman מיכאיל גרובמן Michal מיכל Michal Amdursky מיכל אמדורסקי Michal Ansky מיכל אנסקי Michal Aviad מיכל אביעד Michal Bat-Adam מיכל בת-אדם Michal Biran מיכל בירן Michal Escapa מיכל אסקפה Michal Har'el מיכל מודעי Michal Heiman מיכל היימן Michal Helfman מיכל הלפמן Michal Kadlec מיכל קאדלץ Michal Kováč מיכאל קובאץ' Michal Lipson מיכל ליפסון Michal Martikán מיכל מרטיקן Michal Na'aman מיכל נאמן Michal Papadopulos מיכל פאפאדופולוס Michal Ravitz מיכל רביץ Michal Rovner מיכל רובנר Michal Rozin מיכל רוזין Michal Snunit מיכל סנונית Michal Yannai מיכל ינאי Michalis Konstantinou מיכאליס קונסטנטינו Michalis Pelekanos מיכאליס פלקאנוס Michalka מישלקה Michauxia campanuloides מישויה פעמונית Michawiki~enwiki/Kak stronu wobdźěłać ויקיפדיה:איך לערוך דף Michaëlle Jean מיקאל ז'אן Michał Klepfisz מיכאל קלפפיש Michał Korybut Wiśniowiecki מיכל הראשון Michał Kwiatkowski מיכל קוויאטקובסקי Michał Pazdan מיכל פזדן Michał Rola-Żymierski מיכל רולה זימיירסקי Michał Waszyński מיכל ושינסקי Michał Wiśniewski מייקל וישנבסקי Michel מייקל Michel מישל Michel Abitbol מיכאל אביטבול Michel Aflaq מישל עפלק Michel Aoun מישל עאון Michel Bacos מישל בקוס Michel Bastos מישל באסטוס Michel Blavet מישל בלאווה Michel Boujenah מישל בוז'נה Michel Bras מישל בראס Michel Brown מישל בראון Michel Debré מישל דברה Michel Dorfman יחיאל מיכל דורפמן Michel Drucker מישל דרוקר Michel Duchaussoy מישל דושוסואה Michel Eugène Chevreul מישל שוורוי Michel Fokine מיכאיל פוקין Michel Foucault מישל פוקו Michel Foucault קטגוריה:מישל פוקו Michel Fugain מישל פוגאן Michel Gondry מישל גונדרי Michel Guérard מישל גראר Michel Hazanavicius מישל הזנוויציוס Michel Houellebecq מישל וולבק Michel Kafando מישל קפאנדו Michel Khleifi מישל ח'לייפי Michel Kichka מישל קישקה Michel Legrand מישל לגראן Michel Loève מישל לואב Michel Martelly מישל מרטלי Michel Mercier מישל מרסייה Michel Mirowski מישל מירובסקי Michel Mulder מישל מולדר Michel Murr מישל מור Michel Ney מישל נה Michel Particelli d'Emery מישל פארטיצ'לי ד'אמרי Michel Petrucciani מישל פטרוצ'אני Michel Piccoli מישל פיקולי Michel Platini מישל פלאטיני Michel Preud'homme מישל פרודום Michel Richard מישל רישאר Michel Richard Delalande מישל רישאר דלאלנד Michel Rolle מישל רול Michel Roux מישל רו Michel Sabbah מישל סבאח Michel Sardou מישל סרדו Michel Suleiman מישל סלימאן Michel Teló מישל טלו Michel Temer מישל טמר Michel Thomas מישל תומאס Michel Théato מישל תאטו Michel Virlogeux מישל וירלוז'ה Michel Vorm מישל וורם Michel Warschawski מיכאל ורשבסקי Michel Yehuda Lefkowitz מיכל יהודה ליפקוביץ Michel de Certeau מישל דה סרטו Michel de Montaigne מישל דה מונטן Michel de la Barre מישל דה לה באר Michel-Joseph Maunoury מישל-ז'וזף מונורי Michelangelo מיכלאנג'לו Michelangelo קטגוריה:מיכלאנג'לו בואונרוטי Michelangelo Antonioni מיכלאנג'לו אנטוניוני Michele Bachmann מישל בקמן Michele Besso מישל בסו Michele Dayan מישל דיין Michele Ferrari מיקלה פרארי Michele Morosini מיקלה מורוזיני Michele Ruggieri מיקלה רוג'רי Michelin מישלן Michelin Guide מדריך מישלן האדום Micheline Calmy-Rey מישלין קלמי-רה Micheline Ostermeyer מישלין אוסטרמייה Michelle Akers מישל אקרס Michelle Bachelet מישל בצ'לט Michelle Branch מישל בראנץ' Michelle Cliff מישל קליף Michelle Clunie מישל קלוני Michelle Dockery מישל דוקרי Michelle Fairley מישל פיירלי Michelle Ford מישל פורד Michelle Howard מישל הווארד Michelle Monaghan מישל מונאהן Michelle Obama מישל אובמה Michelle Paver מישל פייבר Michelle Perry מישל פרי Michelle Pfeiffer מישל פייפר Michelle Rodriguez מישל רודריגז Michelle Thomas מישל דוריס תומאס Michelle Trachtenberg מישל טרכטנברג Michelle Wie מישל וי Michelle Williams מישל ויליאמס Michelle Yeoh מישל יאו Michels מיכלס Michelson מיכלסון Michelson–Morley experiment ניסוי מייקלסון-מורלי Michelstadt מיכלשטאט Michiel Huisman מיכיל האוסמן Michigan מישיגן Michigan קטגוריה:מישיגן Michigan תבנית:מישיגן Michigan Ann Arbor אן ארבור Michigan Ann Arbor קטגוריה:אן ארבור Michigan Buildings and structures in Detroit קטגוריה:דטרויט: מבנים Michigan Dearborn דירבורן Michigan Detroit קטגוריה:דטרויט Michigan Flint פלינט Michigan Grand Rapids גרנד ראפידס Michigan Lansing לאנסינג Michigan Mayors of Detroit קטגוריה:ראשי עיריית דטרויט Michigan Sports in Detroit קטגוריה:דטרויט: ספורט Michigan Stadium אצטדיון מישיגן Michigan State Spartans men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של מישיגן Michigan State University אוניברסיטת המדינה של מישיגן Michigan Territory טריטוריית מישיגן Michigan Warren וורן Michigan Wolverines men's basketball players קטגוריה:כדורסלני אוניברסיטת מישיגן Michio Kaku מיצ'יו קאקו Michmash מכמש Michoacán מיצ'ואקאן Michve Alon מחו"ה אלון Michy Batshuayi מישי בטשואיי Michèle Alliot-Marie מישל אליו-מארי Michèle Flournoy מישל פלורנוי Micipsa מיקיפסה Mick & Tich Beaky Dozy Dave Dee מיק וטיץ' ביקי דוזי דייב די Mick Barnard מיק ברנרד Mick Doohan מייקל דוהאן Mick Foley מייקל פרנסיס פולי Mick Harvey מיק הארווי Mick Jagger מיק ג'אגר Mick Ronson מיק רונסון Mick Taylor מיק טיילור Mickaël Landreau מיקאל לנדרו Mickaël Madar מיקאל מדר Mickaël Piétrus מיקאל פיאטרוס Mickey Edelstein מיקי אדלשטיין Mickey Levy מיקי לוי Mickey Madden מייקל מאדן Mickey Mantle מיקי מנטל Mickey Marcus דוד מרכוס Mickey Mouse מיקי מאוס Mickey Mouse Clubhouse מועדון החברים של מיקי מאוס Mickey Rooney מיקי רוני Mickey Rosenthal מיקי רוזנטל Mickey Rourke מיקי רורק Mickey Spillane מיקי ספיליין Mickey's Fun Wheel גלגל השמש Mickey's PhilharMagic הפילהרקסם של מיקי Mickey's Toontown עיר ההנפשה של מיקי Micky Arison מיקי אריסון Mickyx65it משתמש:mickyx Micool2cool4u12/Studio Beats by Dre שינה זעירה Micrelaps muelleri מחרוזן דו-גוני Micrixalus צפרדע מרקדת Micro מיקרו Micro Edition Java Platform Java Micro Edition Micro black hole חור שחור זעיר Micro- תחיליות במערכת היחידות הבינלאומית#מיקרו Micro-Opto-Electro-Mechanical Systems MOEMS Micro-Star International Micro-Star International Micro-g environment חוסר משקל MicroRNA MicroRNA MicroSD MicroSD Microbat עטלפים קטנים Microbiologists קטגוריה:מיקרוביולוגים Microbiology מיקרוביולוגיה Microbiology קטגוריה:מיקרוביולוגיה Microbiota מיקרוביוטה Microblogging מיקרו-בלוגינג Microbrewery מבשלת בוטיק Microcar מכונית מיקרו Microcephaly מיקרוצפליה Microchip מיקרוצ'יפ Microchip implant שתל שבבי אנושי Microcline מיקרוקלין Microcode מיקרוקוד Microcomputer מיקרו-מחשב Microcontact printing הדפסה במיקרו-מגע Microcontroller מיקרו-בקר Microcredit מיקרו אשראי Microeconomics 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Mid-Atlantic states אזור המיד-אטלנטיק Mid-Autumn Festival חג אמצע הסתיו Mid-Levels מיד-לוולס Mid-Levels קטגוריה:מיד לוולס Mid-Tertiary ignimbrite flare-up התפרצות האיגנימבריט של אמצע השלישון Mid-air collisions קטגוריה:התנגשויות בין כלי טיס Mid-ocean ridge רכס מרכז-אוקייני Mid-range אמצע הטווח Mid-size cars קטגוריה:מכוניות משפחתיות גדולות Mida מידה Midas מידאס Midazolam מידזולם Midbrain המוח האמצעי Midbrain tectum טקטום Midburn מידברן Middelburg מידלבורך Midden ערימת פסולת Middle Ages ימי הביניים Middle Ages קטגוריה:ימי הביניים Middle Ages by country שבטים ואימפריות בימה"ב קטגוריה:עמים Middle East המזרח התיכון Middle East פורטל:המזרח התיכון Middle East קטגוריה:המזרח התיכון Middle East Airlines מידל איסט איירליינס Middle East Broadcasting Center Middle East Broadcasting Center Middle East Command פיקוד המזרח התיכון Middle East Forum פורום המזרח התיכון Middle East Media Research Institute ממרי Middle East Studies Association of North America האגודה הצפון אמריקאית ללימודי המזרח התיכון Middle East Television ערוץ המזרח התיכון Middle East Theatre of World War II המערכה במזרח התיכון במלחמת העולם השנייה Middle East University אוניברסיטת המזרח התיכון Middle East respiratory syndrome coronavirus MERS Middle East theatre of World War II קטגוריה:זירת המזרח התיכון במלחמת העולם השנייה Middle East tree frog אילנית מצויה Middle Eastern cuisine המטבח המזרח-תיכוני Middle Eastern deities תבנית:אלים כנענים Middle Eastern theatre of World War I קטגוריה:הזירה המזרח תיכונית במלחמת העולם הראשונה Middle Egypt מצרים התיכונה Middle English אנגלית תיכונה Middle English literature קטגוריה:ספרות אנגלית של ימי הביניים Middle Francia פרנקיה התיכונה Middle Hill Battery סוללת מידל היל Middle Jurassic יורה תיכון Middle Passage מעבר הביניים Middle Persian פרסית אמצעית Middle Temple מידל טמפל Middle Triassic טריאס תיכון Middle cerebral artery syndrome תסמונת חסימת עורק צרברלי אמצעי Middle class מעמד הביניים Middle school חטיבת ביניים בישראל Middle-distance runners קטגוריה:רצים למרחקים בינוניים Middle-earth הארץ התיכונה Middle-earth קטגוריה:הארץ התיכונה Middle-earth תבנית:טולקין Middle-earth battles קטגוריה:קרבות הארץ התיכונה Middle-earth books קטגוריה:שר הטבעות Middle-earth cities and towns קטגוריה:ערים וישובים בארץ התיכונה Middle-earth in film הארץ התיכונה Middle-earth languages קטגוריה:שפות הארץ התיכונה Middle-earth races קטגוריה:גזעי הארץ התיכונה Middle-earth realms קטגוריה:ממלכות הארץ התיכונה Middlemarch מידלמארץ' Middlesbrough מידלסברו Middlesbrough F.C. מידלסברו Middlesbrough F.C. managers קטגוריה:מאמני מידלסברו Middlesbrough F.C. players קטגוריה:כדורגלני מידלסברו Middlesbrough crest.png תמונה:Middlesbrough crest.png Middlesex Guildhall בית הגילדות של מידלסקס Middleware קטגוריה:תווכה Middleware תווכה Middot מסכת מידות Midgarth לינגה הולם Midge Ure מידג' יור Midget Tossing.jpg תמונה:1223400577 m.jpg Midhat Pasha מידהט פאשה Midi-Pyrénées מידי-פירנה Midi-Pyrénées קטגוריה:מידי פירנה Midian מדין Midian קטגוריה:מדין Midian war מלחמת מדין Midlife crisis משבר אמצע החיים Midnight Midnight Midnight חצות Midnight Cowboy קאובוי של חצות Midnight Express אקספרס של חצות Midnight Over Sanctaphrax חצות מעל סנקטפראקס Midnight Red מידנייט רד Midnight Run מרדף חצות Midnight Sun דמדומים Midnight in Paris חצות בפריס Midnight in the Garden of Good and Evil חצות בגן הטוב והרע Midnight sun שמש חצות Midnite Vultures Midnite Vultures Mido אחמד חוסאם Midori Midori Midori מידורי Midori Days הימים של מידורי Midori Ito מידורי איטו Midrakh Oz מדרך עוז Midras uncleanness טומאת מדרס Midrash מדרש Midrash Abba Gorion מדרש אבא גוריון Midrash Aseret ha-Dibrot מדרש עשרת הדיברות Midrash HaGadol מדרש הגדול Midrash Rabba מדרש רבה Midrash Rabba קטגוריה:מדרש רבה Midrash Shmuel מדרש שמואל Midrash Tadshe מדרש תדשא Midrash Tehillim מדרש תהילים Midrash Temurah מדרש תמורה Midrash Vayisau מדרש ויסעו Midrash halakha מדרשי הלכה Midrasha מדרשה תורנית לנשים Midrashah User:Midrashah Midrashim קטגוריה:מדרש Midreshet Aviv מדרשת אביב Midreshet Ben-Gurion מדרשת בן-גוריון Midreshet HaRova מדרשת הרובע Midreshet Lindenbaum מדרשת לינדנבאום Midshipman פרח קצונה Midsomer Murders רציחות במידסומר Midsummer אמצע הקיץ Midtown Manhattan מידטאון מנהטן Miduong/sandbox אלדול Midway מידוויי Midway Atoll אטול מידוויי Midway International Airport נמל התעופה שיקגו מידוויי Midwestern United States המערב התיכון Midwife מיילדת Midwives מיילדות Mie Nielsen מיה נילסן Mie Prefecture מיאה Mie scattering פיזור מי Miechów מייחוב Mieczysław Fogg מייצ'יסלב פוג Miedź Legnica players קטגוריה:כדורגלני מיידז' לגניצה Miele Miele Miele Guide מדריך מילה Mielec מיילץ Mielec County Borowa בורובה Miep Gies מיפ חיס Mieses מיזס Miesha Tate מישה טייט Mieszko I of Poland מיישקו הראשון Mifal HaPayis מפעל הפיס Mifamurtide מיפמורטיד Migdal מגדל Migdal מגדל אחזקות ביטוח ופיננסים Migdal Afek מגדל אפק Migdal HaEmek מגדל העמק Migdal Oz מגדל עוז Migdal Oz מדרשת מגדל עוז Migdal Synagogue מגדל Migdalim מגדלים Migdol מגדול Mighty Max מייטי מקס Mighty Med מייטי מד Mighty Morphin Power Rangers מייטי מורפין פאוור ריינג'רס Mighty Mouse מייטי מאוס Migraine מיגרנה Migrant worker מהגר עבודה Migration נדידה Migration Period נדידת העמים Migration of Moroccan Jews to Israel העלייה ממרוקו Migration to Abyssinia ההגירה לחבש Migratory locust חגב נודד Migron מגרון Migu מיגו Miguasha National Park הפארק הלאומי מיגואשה Miguel מיגל Miguel Alemán Valdés מיגל אלמאן ולדס Miguel Delibes מיגל דליבס Miguel Hernández מיגל ארננדס Miguel Indurain מיגל אינדוראין Miguel Llobet מיגל לובט Miguel Lopes מיגל לופס Miguel López de Legazpi מיגל לופס דה לגאספי Miguel Marcos Madera מיגל מרקוס מדרה Miguel Monteiro מיגל מונטיירו Miguel Muñoz מיגל מוניוס Miguel Najdorf מיגל ניידורף Miguel Pardeza מיגל פרדסה Miguel Primo de Rivera מיגל פרימו דה ריברה Miguel Reina מיגל ריינה Miguel Ricardo de Álava y Esquivel מיגל דה אלבה Miguel Veloso מיגל ולוזו Miguel Vítor מיגל ויטור Miguel de Cervantes מיגל דה סרוואנטס Miguel de Unamuno מיגל דה אונאמונו Miguel de la Madrid מיגל דה לה מדריד Miguel Ángel Alonso מיגל אנחל אלונסו Miguel Ángel Asturias מיגל אנחל אסטוריאס Miguel Ángel Brindisi מיגל אנחל ברינדיסי Miguel Ángel Félix Gallardo מיגל אנחל פליקס גאיארדו Miguel Ángel López מיגל אנחל לופס Miguel Ángel Moratinos מיגל מורטינוס Miguel Ángel Moyà מיגל אנחל מויה Miguel Ángel Nadal מיגל אנחל נדאל Miguel Ángel Rodríguez מיגל אנחל רודריגס Migueli מיגלי Migvan שדרות#מגוון Miha Zupan מיחה זופאן Mihai Antonescu מיכאי אנטונסקו Mihai Eminescu מיכאי אמינסקו Mihai Pintilii מיחאי פינטילי Mihai Răzvan Ungureanu מיכאי רזבאן אונגוריאנו Mihai Stelescu מיכאי סטלסקו Mihai-Lucian Grünberg מיכאי גרינברג Mihail Kogălniceanu מיכאיל קוגלניצ'אנו Mihail Moruzov מיכאיל מורוזוב Mihail Roller מיכאיל רולר Mihail Sadoveanu מיכאיל סדוביאנו Mihail Sebastian מיכאיל סבסטיאן Mihail Sturdza מיכאיל סטורדזה Mihaly Csikszentmihalyi מיהאי צ'יקסנטמיהאיי Mihna מחנה Mihnea cel Rău מיכניה הרע Mihrab מחראב Mihrdat I of Iberia מלך איבריה מיתרידטס הראשון Mihrimah Sultan מיהרימה סולטאן Mihály Korhut מיהלי קורהוט Mihály Károlyi מיהאי קארוי Mihály Munkácsy מיהאי מונקאצ'י Mihály Vörösmarty מיהאי ורשמארטי Mii Mii Miiko Albornoz מיקו אלבורנוס Miina Härma מינה הרמה Mika מיקה Mika Aaltonen מיקה אלטונן Mika Ahola מיקה אהולה Mika Brzezinski מיקה בז'ז'ינסקי Mika Häkkinen מיקה הקינן Mika Karni מיקה קרני Mika Rottenberg מיקה רוטנברג Mika Väyrynen מיקה וירינן Mika Waltari מיקה ולטרי Mikado דוקים Mikael Agricola מיקאל אגריקולה Mikael Imru מיכאל ימרו Mikael Lustig מיקאל לוסטיג Mikael Sehul מיכאל סהול Mikael Tariverdiev מיכאל טריברדייב Mikael of Wollo מיכאל עלי Mikael Åkerfeldt מיקאל אוקרפלט Mikaela Shiffrin מיקאלה שיפרין Mikalojus Konstantinas Čiurlionis מיקולאיוס קונסטנטינס צ'יורליוניס Mikao Usui מיקאו אוסואי Mikashevichy מיקשביץ' Mikawa Bay מפרץ מיקאווה Mikaël Silvestre מיקאל סילבסטרה Mike מייק Mike & Molly מייק ומולי Mike 17 משתמש:Mike 17 Mike Alfreds מייקל אלפרדס Mike Anderson מייק אנדרסון Mike Bailey מייק ביילי Mike Barrowman מייק בארומן Mike Bibby מייק ביבי Mike Bongiorno מייק בונג'ורנו Mike Bordin מייק בורדין Mike Brant מייק בראנט Mike Brown מייק בראון Mike Bruner מייק ברונר Mike Budenholzer מייק בודנהולצר Mike Burstyn מייק בורשטיין Mike Burton מייק ברטון Mike Colter מייק קולטר Mike Conley Sr. מייק קונלי Mike Connors מייק קונורס Mike Cowlishaw מייק קאולישו Mike D'Antoni מייק ד'אנטוני Mike Dirnt מייק דירנט Mike Duncan מייק דאנקן Mike Eman מייק אימן Mike Enzi מייק אנזי Mike Garson מייק גרסון Mike Hailwood מייק היילווד Mike Hanke מייק הנקה Mike Helms מייק הלמס Mike Henry מייק הנרי Mike Huckabee מייק האקבי Mike Inez מייק אינז Mike Jackson מייק ג'קסון Mike James מייק ג'יימס Mike James Rudd רוז מק'גוון Mike Kenny מייק קני Mike Krzyzewski מייק ששבסקי Mike Larrabee מייק לאראבי Mike Lawrence מייק לורנס Mike Leigh מייק לי Mike Mangini מייק מנג'יני Mike Miller מייק מילר Mike Mills מייק מילס Mike Mitchell מייק מיצ'ל Mike Modano מייק מודנו Mike Moore מייק מור Mike Myers מייק מאיירס Mike Newell מייק ניואל Mike Nichols מייק ניקולס Mike O'Brien מייק אובריין Mike O'Callaghan–Pat Tillman Memorial Bridge גשר מייק או'קלאהן ופט טילמן Mike Oldfield מייק אולדפילד Mike Paradinas מייק פרדינס Mike Patton מייק פטון Mike Payne/userboxes/Firefox תבנית:משתמש פיירפוקס Mike Pence מייק פנס Mike Penning מייק פנינג Mike Portnoy מייק פורטנוי Mike Posner מייק פוזנר Mike Powell מייק פאוול Mike Resnick מייק רזניק Mike Rossman מייק רוסמן Mike Rutherford מייק ראת'רפורד Mike Shinoda מייק שינודה Mike Stamm מייק סטאם Mike Troy מייק טרוי Mike Tyson מייק טייסון Mike Vallely מייק ואללי Mike Vogel מייק ווגל Mike Wallace מייק וולאס Mike and Ike Mike and Ike Mike the Headless Chicken התרנגול חסר הראש מייק Mike's Place suicide bombing הפיגוע במועדון מייק'ס פלייס Mike.skala/sandbox אריך קולקה Mikej007 user:Mikej007 Mikel Arteta מיקל ארטטה Mikel González Martínez מיקל גונסאלס Mikel Lejarza מיקל לחרסה Mikel Merino מיקל מרינו Mikel San José מיקל סן חוסה Miketz פרשת מקץ Mikey Way מייקי ויי Mikha'il Na'ima מיכאיל נעימה Mikhael Mirilashvili מיכאל מירילשוילי Mikhail מיכאיל Mikhail Alekseyev מיכאיל אלכסייב Mikhail Alexandrovich מישה אלכסנדרוביץ Mikhail Artsybashev מיכאיל ארציבשב Mikhail Bakhtin מיכאיל בכטין Mikhail Bakunin מיכאיל באקונין Mikhail Barsukov מיכאיל ברסוקוב Mikhail Baryshnikov מיכאיל ברישניקוב Mikhail Borodin מיכאיל בורודין Mikhail Botvinnik מיכאל בוטביניק Mikhail Boyarsky מיכאיל בויארסקי Mikhail Bulgakov מיכאיל בולגקוב Mikhail Chigorin מיכאיל צ'יגורין Mikhail Chumakov מיכאיל צ'ומקוב Mikhail Diterikhs מיכאיל דיטריכס Mikhail Eisenstein מיכאל אייזנשטיין Mikhail Evstafiev מיכאיל יבסטאפייב Mikhail Fradkov מיכאיל פרדקוב Mikhail Fradkov's First Cabinet ממשלת פרדקוב Mikhail Fridman מיכאיל פרידמן Mikhail Frunze מיכאיל פרונזה Mikhail Glinka מיכאיל גלינקה Mikhail Gnessin מיכאיל גנסין Mikhail Gorbachev מיכאיל גורבצ'וב Mikhail Gurevich מיכאיל גורביץ' Mikhail Illarionovich Vorontsov מיכאיל וורונצוב Mikhail Ippolitov-Ivanov מיכאיל איפוליטוב-איבנוב Mikhail Kalashnikov מיכאיל קלשניקוב Mikhail Kalatozov מיכאל קאלאטוזוב Mikhail Kalinin מיכאיל קלינין Mikhail Kasyanov מיכאיל קסיאנוב Mikhail Kasyanov's Cabinet ממשלת קסיאנוב Mikhail Khodorkovsky מיכאיל חודורקובסקי Mikhail Kirponos מיכאיל קירפונוס Mikhail Korkia מיכאיל כורכיה Mikhail Kozakov מיכאיל קוזקוב Mikhail Kutuzov מיכאיל קוטוזוב Mikhail Larionov מיכאיל לריאונוב Mikhail Lavrentyev מיכאיל לברנטייב Mikhail Lazarev מיכאיל לאזארב Mikhail Lermontov מיכאיל לרמונטוב Mikhail Lesin מיכאיל לסין Mikhail Lomonosov מיכאיל לומונוסוב Mikhail Loris-Melikov מיכאיל לוריס מליקוב Mikhail Mil מיכאיל מיל Mikhail Oseevsky מיכאיל אוסייבסקי Mikhail Osinov מיכאיל אוסינוב Mikhail Ostrogradsky מיכאיל אוסטרוגרדסקי Mikhail Prokhorov מיכאיל פרוכורוב Mikhail Rasputin מיקאיל רספוטין Mikhail Rodzianko מיכאיל רודזיאנקו Mikhail Romm מיכאיל רום Mikhail Saltykov-Shchedrin מיכאיל סלטיקוב-שצ'דרין Mikhail Semyonovich Shoyfet מיכאיל סמיונוביץ' שוייפט Mikhail Shishkin מיכאיל שישקין Mikhail Sholokhov מיכאיל שולוחוב Mikhail Simonov מיכאיל סימונוב Mikhail Sivakow מיכאיל סיבאקוב Mikhail Skobelev מיכאיל סקובלב Mikhail Skopin-Shuisky מיכאל סקופין-שויסקי Mikhail Speransky מיכאיל ספרנסקי Mikhail Suslov מיכאיל סוסלוב Mikhail Tal מיכאל טל Mikhail Tanich מיכאיל טאניץ' Mikhail Tikhonravov מיכאיל טיכונראבוב Mikhail Tomsky מיכאיל טומסקי Mikhail Torrance מיקייל טורנס Mikhail Tsvet מיכאיל צבט Mikhail Tukhachevsky מיכאיל טוכאצ'בסקי Mikhail Ulyanov מיכאיל אוליאנוב Mikhail Voronin מיכאיל וורונין Mikhail Vrubel מיכאיל ורובל Mikhail Yangel מיכאיל יאנגל Mikhail Zharov מיכאיל ז'ארוב Mikhail Zhvanetsky מיכאיל ז'בנצקי Mikhail Zoshchenko מיכאיל זושצ'נקו Mikhail of Tver מיכאיל מטבר Mikhail of Vladimir נסיך ולדימיר מיכאל הראשון Mikheil Javakhishvili מיכאיל ג'ווחישווילי Mikheil Meskhi מיכאיל מסחי Mikheil Meskhi Stadium אצטדיון מיכאיל מסחי Mikheil Saakashvili מיכאיל סאקשווילי Mikhmanim מכמנים Mikhmoret מכמורת Mikhmoret Light מגדלור מכמורת Mikhoel Felsenbaum מיכאל פלזנבאום Miki Berkovich מיקי ברקוביץ' Miki Gavrielov מיקי גבריאלוב Miki Geva מיקי גבע Miki Haimovich מיקי חיימוביץ' Miki Kratsman מיקי קרצמן Miki Zohar מיקי זוהר Mikimik/js/shared.css w:MediaWiki:Common.css Mikio Oda מיקיו אודה Mikis Theodorakis מיקיס תאודוראקיס Mikkel Hansen מיקל האנסן Mikkeli מיקלי Mikko Franck מיקו פרנק Mikko Leppilampi מיקו לפילאמפי Miklós Bródy מיקלוש ברודי Miklós Fehér מיקלוש פהר Miklós Horthy מיקלוש הורטי Miklós Kállay מיקלוש קאלאי Miklós Nyiszli מיקלוש ניסלי Miklós Németh מיקלוש נמט Miklós Radnóti מיקלוש רדנוטי Miklós Szabados מיקלוש סבדוש Miklós Sárkány מיקלוש שרקני Miklós Zrínyi מיקלוש זריני Mikoyan מיג Mikoyan מיקויאן Mikoyan MiG-29 מיג-29 Mikoyan MiG-29M מיג-29M Mikoyan MiG-31 מיג-31 Mikoyan MiG-35 מיג-35 Mikoyan Project 1.44 מיג 1.44 Mikoyan-Gurevich MiG-1 מיג-1 Mikoyan-Gurevich MiG-105 מיג 105 ספיראל Mikoyan-Gurevich MiG-15 מיג-15 Mikoyan-Gurevich MiG-17 מיג-17 Mikoyan-Gurevich MiG-19 מיג-19 Mikoyan-Gurevich MiG-21 מיג-21 Mikoyan-Gurevich MiG-23 מיג-23 Mikoyan-Gurevich MiG-25 מיג-25 Mikoyan-Gurevich MiG-3 מיג-3 Mikraot Gedolot מקראות גדולות Mikud מיקוד Mikulov מיקולוב Mikva'ot מסכת מקואות Mikveh מקווה Mikveh Israel מקוה ישראל Mikveh Israel Cemetery בית קברות מקווה ישראל Mil מיל Mil Mi-24 מיל מי-24 Mil Mi-28 מיל מי-28 Mil Mi-38 מיל מי-38 Mil Mi-8 מיל מי-8 Mil Moscow Helicopter Plant מיל Mila Kunis מילה קוניס Mila Rodino המנון בולגריה Milad Tower מגדל מילאד Miladin Šobić מילדין שוביץ' Milagro Milagro Milan מילאן Milan מילאנו Milan קטגוריה:מילאנו Milan Baroš מילאן בארוש Milan Borjan מילאן בוריאן Milan Cathedral קתדרלת מילאנו Milan Galić מילאן גאליץ' Milan Gurović מילאן גורוביץ' Milan I of Serbia מלך סרביה מילאן הראשון Milan Jelić מילן יליץ' Milan Jovanović מילאן יובאנוביץ' Milan Kundera מילן קונדרה Milan Kučan מילאן קוצ'אן Milan Martinović מילאן מרטינוביץ' Milan Mačvan מילאן מצ'באן Milan Milutinović מילאן מילוטינוביץ' Milan Nedić מילאן נדיץ' Milan Osterc מילאן אוסטרץ Milan Smiljanić מילאן סמיליאניץ' Milan Stanković מילאן סטנקוביץ' Milan Stojanoski מילאן סטויאנוסקי Milan Vidmar מילן וידמר Milan Škoda מילאן שקודה Milangberg/sandbox אלדול Milano Centrale railway station מילאנו צ'נטראלה Milan–Malpensa Airport נמל התעופה מילאנו-מלפנסה Milan–San Remo מילאנו - סן רמו Milarepa ג'טסון מילארפה Milarepa מילארפה Milarepa2006.jpg קובץ:Milarepa2006.jpg Milazzo מילאצו Milcah מילכה Mildenhall Treasure אוצר מילדנהול Mildred Dresselhaus מילדרד דרסלהוז Mildred Dunnock מילדרד דאנוק Mildred McDaniel מילדרד מקדניאל Mildred Natwick מילדרד נטוויק Mildred Pierce מילדרד פירס Mildura מילדורה Mile מיל Mile End Park פארק מייל אנד Mile High החברה הגבוהה Mile Jedinak מילה ידינאק Mile run ריצת מייל Milejczyce מילייצ'יצה Milena Jesenská מילנה יסנסקה Milena Pavlović-Barili מילנה פבלוביץ'-ברילי Milene Domingues מילנה דומינגז Miles מיילס Miles Aerovan מיילס איירוואן Miles Anderson מיילס אנדרסון Miles Davis מיילס דייוויס Miles Dempsey מיילס דמפסי Miles Gloriosus החייל הרברבן Miles Kane מיילס קיין Miles O'Brien מיילס או'בריאן Miles Teller מיילס טלר Milesian school האסכולה המילטית Milestone אבן מיל Milestones מעאלם פי א-טריק Miletus מילטוס Mileva Marić מילבה מאריץ' Miley Cyrus מיילי סיירוס Miley Cyrus קטגוריה:מיילי סיירוס Miley Cyrus תבנית:מיילי סיירוס Miley Cyrus discography דיסקוגרפיה של מיילי סיירוס Milford Sound מילפורד סאונד Milgram experiment הניסוי של מילגרם Mili Atoll מילי Mili Avital מילי אביטל Miliband מיליבנד Milice המיליציה הצרפתית Milinda Panha מילינדה פנהא Militant Zionist groups קטגוריה:מחתרות בארץ ישראל Militarism מיליטריזם Military צבא Military קטגוריה:צבא Military Advocate General הפרקליטות הצבאית Military Advocate Generals of Israel תבנית:פרקליטים צבאיים ראשיים Military Advocate Generals of the Israel Defense Forces קטגוריה:פרקליטים צבאיים ראשיים Military Court of Appeals בית הדין הצבאי לערעורים Military Cross הצלב הצבאי Military General Service Medal מדליית השירות הצבאי הכללי Military Intelligence Directorate אגף המודיעין Military Intelligence Directorate המודיעין הצבאי הסורי Military Medal of Honor מדליית הכבוד הצבאית Military Police המשטרה הצבאית של ברזיל Military Police המשטרה הצבאית של רוסיה Military Police Corps חיל המשטרה הצבאית Military Rabbinate הרבנות הצבאית Military Secretaries to the Prime Minister of Israel תבנית:המזכיר הצבאי של ראש הממשלה Military Secretary מזכיר צבאי Military Secretary to the Prime Minister המזכיר הצבאי של ראש הממשלה Military academies קטגוריה:אוניברסיטאות ומכללות צבאיות Military academy אקדמיה צבאית Military aid סיוע צבאי Military airbase בסיס טיסה Military airbases קטגוריה:שדות תעופה צבאיים Military aircraft קטגוריה:כלי טיס צבאיים Military aircraft insignia רונדל Military and war museums קטגוריה:מוזיאונים צבאיים Military and war museums in the United States קטגוריה:ארצות הברית: מוזיאונים צבאיים Military animal בעלי חיים בשימוש צבאי Military animals קטגוריה:בעלי חיים בשירות צבאי ומשטרתי Military attaché נספח צבאי Military aviation קטגוריה:תעופה צבאית Military aviation תעופה צבאית Military aviation by country קטגוריה:תעופה צבאית לפי מדינה Military aviation exercises קטגוריה:תרגילי לוחמה אווירית Military aviation occupations קטגוריה:תעופה צבאית: מקצועות Military awards and decorations of Israel קטגוריה:אותות מערכה ישראליים Military awards and decorations of the Soviet Union קטגוריה:ברית המועצות: אותות ועיטורים צבאיים Military awards and decorations of the United Kingdom מדליות ועיטורים בכוחות המזוינים הבריטיים Military band תזמורת צה"ל Military bands קטגוריה:להקות צבאיות Military base בסיס צבאי Military by country קטגוריה:צבא וביטחון לפי מדינה Military camouflage הסוואה צבאית Military camp מחנה צבאי Military campaign מערכה Military cemeteries קטגוריה:בתי קברות צבאיים Military cemeteries in the United States קטגוריה:ארצות הברית: בתי קברות צבאיים Military citadels under London מצודות צבאיות בלונדון Military command and control installations קטגוריה:בסיסי פיקוד ושליטה Military coups in Iran קטגוריה:הפיכות ומהפכות שלטוניות באיראן Military culture קטגוריה:תרבות צבאית Military deception הונאה צבאית Military deception קטגוריה:הונאה צבאית Military deception during World War II קטגוריה:הונאה צבאית במלחמת העולם השנייה Military dictatorship משטר צבאי Military dictatorship of Chile הדיקטטורה הצבאית בצ'ילה Military dictatorship of Chile קטגוריה:הדיקטטורה הצבאית בצ'ילה Military dictatorships קטגוריה:משטרים צבאיים Military discipline קטגוריה:צבא: משמעת Military doctrine דוקטרינה צבאית Military doctrines קטגוריה:דוקטרינה צבאית Military dolphin דולפין לוחם Military dummy דמה Military economics קטגוריה:כלכלת מלחמה Military engineering חיל הנדסה Military engineering קטגוריה:הנדסה צבאית Military equipment by country קטגוריה:אמצעי לחימה לפי מדינה Military equipment of Canada קטגוריה:אמצעי לחימה קנדיים Military equipment of France קטגוריה:אמצעי לחימה צרפתיים Military equipment of Germany קטגוריה:אמצעי לחימה גרמניים Military equipment of Iran קטגוריה:אמצעי לחימה איראניים Military equipment of Israel אמצעי הלחימה של צה"ל Military equipment of Israel קטגוריה:אמצעי לחימה ישראליים Military equipment of Italy קטגוריה:אמצעי לחימה איטלקיים Military equipment of Japan קטגוריה:אמצעי לחימה יפניים Military equipment of North Korea קטגוריה:אמצעי לחימה צפון קוריאנים Military equipment of Russia קטגוריה:אמצעי לחימה רוסיים Military equipment of South Africa קטגוריה:אמצעי לחימה דרום אפריקאיים Military equipment of Sweden קטגוריה:אמצעי לחימה שוודיים Military equipment of World War II קטגוריה:אמצעי לחימה במלחמת העולם השנייה Military equipment of Yugoslavia קטגוריה:אמצעי לחימה יוגוסלבים Military equipment of the People's Republic of China קטגוריה:הרפובליקה העממית של סין: אמצעי לחימה Military equipment of the Soviet Union קטגוריה:אמצעי לחימה סובייטיים Military equipment of the United Kingdom קטגוריה:אמצעי לחימה בריטיים Military equipment of the United States קטגוריה:אמצעי לחימה אמריקאיים Military exercise תרגיל צבאי Military exercises and wargames קטגוריה:תרגילים צבאיים Military flags קטגוריה:דגלים צבאיים Military funeral הלוויה צבאית Military historians קטגוריה:היסטוריונים צבאיים Military history היסטוריה צבאית Military history קטגוריה:היסטוריה צבאית Military history by country קטגוריה:היסטוריה צבאית לפי מדינה Military history of Albania קטגוריה:אלבניה: היסטוריה צבאית Military history of Ancient Greece קטגוריה:יוון העתיקה: היסטוריה צבאית Military history of Argentina קטגוריה:ארגנטינה: היסטוריה צבאית Military history of Australia היסטוריה צבאית של אוסטרליה Military history of Australia קטגוריה:אוסטרליה: היסטוריה צבאית Military history of Australia during World War I אוסטרליה במלחמת העולם הראשונה Military history of Australia during World War I קטגוריה:אוסטרליה במלחמת העולם הראשונה Military history of Australia during World War II אוסטרליה במלחמת העולם השנייה Military history of Australia during the Second Boer War אוסטרליה במלחמת הבורים Military history of Austria קטגוריה:אוסטריה: היסטוריה צבאית Military history of Belgium קטגוריה:בלגיה: היסטוריה צבאית Military history of Bulgaria קטגוריה:בולגריה: היסטוריה צבאית Military history of Bulgaria during World War II בולגריה במלחמת העולם השנייה Military history of Bulgaria during World War II קטגוריה:בולגריה במלחמת העולם השנייה Military history of Canada היסטוריה צבאית של קנדה Military history of Canada קטגוריה:קנדה: היסטוריה צבאית Military history of Canada during World War I קנדה במלחמת העולם הראשונה Military history of Chile קטגוריה:צ'ילה: היסטוריה צבאית Military history of Cuba קטגוריה:קובה: היסטוריה צבאית Military history of Ethiopia קטגוריה:אתיופיה: קרבות Military history of Finland during World War II פינלנד במלחמת העולם השנייה Military history of France קטגוריה:צרפת: היסטוריה צבאית Military history of Georgia קטגוריה:גאורגיה: היסטוריה צבאית Military history of Germany קטגוריה:גרמניה: היסטוריה צבאית Military history of Greece קטגוריה:יוון: היסטוריה צבאית Military history of Hungary קטגוריה:הונגריה: היסטוריה צבאית Military history of Iran קטגוריה:איראן: היסטוריה צבאית Military history of Ireland קטגוריה:אירלנד: היסטוריה צבאית Military history of Israel קטגוריה:ישראל: היסטוריה צבאית Military history of Italy היסטוריה צבאית של איטליה Military history of Italy during World War I ממלכת איטליה במלחמת העולם הראשונה Military history of Italy during World War II איטליה במלחמת העולם השנייה Military history of Italy during World War II קטגוריה:איטליה במלחמת העולם השנייה Military history of Japan קטגוריה:יפן: היסטוריה צבאית Military history of Moldova קטגוריה:נסיכות מולדובה: היסטוריה צבאית Military history of New Zealand היסטוריה צבאית של ניו זילנד Military history of New Zealand קטגוריה:ניו זילנד: היסטוריה צבאית Military history of New Zealand during World War II ניו זילנד במלחמת העולם השנייה Military history of New Zealand in World War I ניו זילנד במלחמת העולם הראשונה Military history of Portugal קטגוריה:פורטוגל: היסטוריה צבאית Military history of Romania קטגוריה:רומניה: היסטוריה צבאית Military history of South Africa היסטוריה צבאית של דרום אפריקה Military history of South Africa קטגוריה:דרום אפריקה: היסטוריה צבאית Military history of South Africa during World War II דרום אפריקה במלחמת העולם השנייה Military history of Spain קטגוריה:ספרד: היסטוריה צבאית Military history of Thailand היסטוריה צבאית של תאילנד Military history of Ukraine during World War II קטגוריה:אוקראינה במלחמת העולם השנייה Military history of Vietnam קטגוריה:וייטנאם: היסטוריה צבאית Military history of the Crusader states צבא ממלכת ירושלים Military history of the Neo-Assyrian Empire צבא אשור Military history of the Netherlands קטגוריה:הולנד: היסטוריה צבאית Military history of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: היסטוריה צבאית Military history of the Soviet Union קטגוריה:ברית המועצות: היסטוריה צבאית Military history of the United Kingdom קטגוריה:בריטניה: היסטוריה צבאית Military history of the United States היסטוריה צבאית של ארצות הברית Military history of the United States קטגוריה:ארצות הברית: היסטוריה צבאית Military infobox templates קטגוריה:תבניות פרמטריות - צבא Military installations קטגוריה:צבא: בסיסים ומתקנים Military installations of Israel קטגוריה:בסיסי צה"ל Military installations of the United Kingdom קטגוריה:בסיסי הכוחות המזוינים של בריטניה Military installations of the United States קטגוריה:בסיסי הכוחות המזוינים של ארצות הברית Military intelligence מודיעין צבאי Military intelligence קטגוריה:מודיעין צבאי Military intervention against ISIL מבצע נחישות טבועה Military justice משפט צבאי Military law קטגוריה:משפט צבאי ואתיקה צבאית Military life קטגוריה:חיי צבא Military logistics קטגוריה:לוגיסטיקה צבאית Military mail דואר צבאי Military medicine קטגוריה:רפואה צבאית Military monuments and memorials in Israel קטגוריה:אנדרטאות לזכר חללי מערכות ישראל Military monuments and memorials in the United States קטגוריה:בתי קברות צבאיים אמריקניים Military music קטגוריה:מוזיקה צבאית Military navigational boxes קטגוריה:תבניות ניווט - צבא Military occupation כיבוש Military of Abkhazia צבא אבחזיה Military of Afghanistan קטגוריה:אפגניסטן: צבא וביטחון Military of Albania קטגוריה:אלבניה: צבא וביטחון Military of Algeria קטגוריה:אלג'יריה: צבא וביטחון Military of Argentina קטגוריה:ארגנטינה: צבא וביטחון Military of Australia קטגוריה:אוסטרליה: צבא וביטחון Military of Austria קטגוריה:אוסטריה: צבא וביטחון Military of Austria-Hungary קטגוריה:הכוחות המזוינים של אוסטרו-הונגריה Military of Belgium קטגוריה:בלגיה: צבא וביטחון Military of Bhutan קטגוריה:בהוטן: צבא וביטחון Military of Brazil קטגוריה:ברזיל: צבא וביטחון Military of Bulgaria קטגוריה:בולגריה: צבא וביטחון Military of Canada קטגוריה:קנדה: צבא וביטחון Military of Carthage צבא קרתגו Military of Chad קטגוריה:צ'אד: צבא וביטחון Military of Chile קטגוריה:צ'ילה: צבא וביטחון Military of Cuba קטגוריה:קובה: צבא וביטחון Military of Cyprus קטגוריה:קפריסין: צבא וביטחון Military of Czechoslovakia קטגוריה:צ'כוסלובקיה: צבא וביטחון Military of Denmark קטגוריה:דנמרק: צבא וביטחון Military of East Germany קטגוריה:גרמניה המזרחית: צבא וביטחון Military of East Timor קטגוריה:מזרח טימור: צבא וביטחון Military of Egypt קטגוריה:מצרים: צבא וביטחון Military of Ethiopia קטגוריה:אתיופיה: צבא וביטחון Military of Finland קטגוריה:פינלנד: צבא וביטחון Military of France קטגוריה:צרפת: צבא וביטחון Military of Georgia קטגוריה:גאורגיה: צבא וביטחון Military of Germany צבא גרמניה Military of Germany קטגוריה:גרמניה: צבא וביטחון Military of Greece קטגוריה:יוון: צבא וביטחון Military of Haiti קטגוריה:האיטי: צבא וביטחון Military of Hungary קטגוריה:הונגריה: צבא וביטחון Military of Iceland הכוחות המזוינים של איסלנד Military of India קטגוריה:הודו: צבא וביטחון Military of Iran קטגוריה:איראן: צבא וביטחון Military of Iraq קטגוריה:עיראק: צבא וביטחון Military of Israel קטגוריה:ישראל: צבא וביטחון Military of Italy קטגוריה:איטליה: צבא וביטחון Military of Japan קטגוריה:יפן: צבא וביטחון Military of Jordan קטגוריה:ירדן: צבא וביטחון Military of Lebanon קטגוריה:לבנון: צבא וביטחון Military of Libya קטגוריה:לוב: צבא וביטחון Military of Luxembourg קטגוריה:לוקסמבורג: צבא וביטחון Military of Mauritania קטגוריה:מאוריטניה: צבא וביטחון Military of Mexico קטגוריה:מקסיקו: צבא וביטחון Military of Mongolia קטגוריה:מונגוליה: צבא וביטחון Military of Montenegro צבא מונטנגרו Military of Montenegro קטגוריה:מונטנגרו: צבא וביטחון Military of Morocco קטגוריה:מרוקו: צבא וביטחון Military of New Zealand קטגוריה:ניו זילנד: צבא וביטחון Military of North Korea קטגוריה:קוריאה הצפונית: צבא וביטחון Military of Norway קטגוריה:נורווגיה: צבא וביטחון Military of Pakistan קטגוריה:פקיסטן: צבא וביטחון Military of Poland קטגוריה:פולין: צבא וביטחון Military of Portugal קטגוריה:פורטוגל: צבא וביטחון Military of Romania קטגוריה:רומניה: צבא וביטחון Military of Russia קטגוריה:הכוחות המזוינים של הפדרציה הרוסית Military of Saudi Arabia קטגוריה:ערב הסעודית: צבא וביטחון Military of Singapore קטגוריה:סינגפור: צבא וביטחון Military of South Africa קטגוריה:דרום אפריקה: צבא וביטחון Military of South Korea קטגוריה:קוריאה הדרומית: צבא וביטחון Military of South Sudan קטגוריה:דרום סודאן: צבא וביטחון Military of Spain קטגוריה:ספרד: צבא וביטחון Military of Sudan קטגוריה:סודאן: צבא וביטחון Military of Sweden קטגוריה:שוודיה: צבא וביטחון Military of Switzerland צבא שווייץ Military of Switzerland קטגוריה:שווייץ: צבא וביטחון Military of Syria קטגוריה:סוריה: צבא וביטחון Military of Thailand קטגוריה:תאילנד: צבא וביטחון Military of Turkey קטגוריה:טורקיה: צבא וביטחון Military of Uganda קטגוריה:אוגנדה: צבא וביטחון Military of Ukraine קטגוריה:אוקראינה: צבא וביטחון Military of Uruguay קטגוריה:אורוגוואי: צבא וביטחון Military of Uzbekistan קטגוריה:אוזבקיסטן: צבא וביטחון Military of Vietnam קטגוריה:וייטנאם: צבא וביטחון Military of Yugoslavia קטגוריה:יוגוסלביה: צבא וביטחון Military of ancient Egypt צבא מצרים העתיקה Military of ancient Rome קטגוריה:הצבא הרומי Military of the Czech Republic קטגוריה:צ'כיה: צבא וביטחון Military of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: צבא וביטחון Military of the German Empire קטגוריה:האימפריה הגרמנית: צבא וביטחון Military of the Netherlands קטגוריה:הולנד: צבא וביטחון Military of the Ottoman Empire צבא האימפריה העות'מאנית Military of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: צבא וביטחון Military of the People's Republic of China קטגוריה:הרפובליקה העממית של סין: צבא וביטחון Military of the Republic of Ireland קטגוריה:אירלנד: צבא וביטחון Military of the Russian Empire קטגוריה:האימפריה הרוסית: צבא וביטחון Military of the Soviet Union קטגוריה:ברית המועצות: צבא וביטחון Military of the United Kingdom קטגוריה:בריטניה: צבא וביטחון Military of the United States קטגוריה:הכוחות המזוינים של ארצות הברית Military operation מבצע צבאי Military operations in North Africa during World War I המערכה בצפון אפריקה במלחמת העולם הראשונה Military operations involving Israel קטגוריה:צה"ל: מבצעים Military operations involving NATO קטגוריה:מבצעי נאט"ו Military operations of World War II involving Bulgaria קטגוריה:קרבות בולגריה במלחמת העולם השנייה Military operations of the European Union EUFOR Military operations other than war פעולות צבאיות לא-מלחמתיות Military order מסדר צבאי נוצרי Military orders קטגוריה:מסדרים נוצרים צבאיים Military organization יחידות צבאיות Military parade תרגילי סדר Military parades קטגוריה:מצעדים צבאיים Military personal equipment דרגות ואותות קטגוריה:ביגוד צבאי Military personnel קטגוריה:אנשי צבא Military personnel by nation קטגוריה:אנשי צבא לפי לאום Military personnel by war קטגוריה:אנשי צבא לפי מלחמה Military personnel from Georgia קטגוריה:אנשי צבא גאורגים Military personnel of Prussia קטגוריה:אנשי צבא פרוסים Military personnel of World War I קטגוריה:אנשי צבא במלחמת העולם הראשונה Military personnel of World War II קטגוריה:אנשי צבא במלחמת העולם השנייה Military personnel of the American Civil War קטגוריה:אנשי צבא במלחמת האזרחים האמריקנית Military personnel of the American Revolutionary War קטגוריה:אנשי צבא במלחמת העצמאות של ארצות הברית Military personnel of the Falklands War קטגוריה:אנשי צבא במלחמת פוקלנד Military personnel of the Napoleonic Wars קטגוריה:אנשי צבא במלחמות נפוליאון Military personnel who committed suicide קטגוריה:מתאבדים: אנשי צבא Military physicians קטגוריה:רופאים צבאיים Military police משטרה צבאית Military police קטגוריה:חילות משטרה צבאית Military prison בית כלא צבאי Military rank דרגה צבאית Military ranks קטגוריה:דרגות צבאיות Military ranks by country קטגוריה:דרגות לפי צבא Military ranks of Israel קטגוריה:דרגות בישראל Military ranks of Syria דרגות הכוחות המזוינים של סוריה Military ranks of ancient Rome קטגוריה:דרגות צבאיות ברומא העתיקה Military ranks of the Royal Navy קטגוריה:דרגות הצי המלכותי הבריטי Military ranks of the Thai armed forces דרגות הכוחות המזוינים של תאילנד Military ranks of the United States Navy קטגוריה:דרגות צי ארצות הברית Military recruitment קטגוריה:גיוס לשירות צבאי Military reserve force כוחות מילואים Military robot רובוט צבאי Military science קטגוריה:מדעי הצבא Military science fiction מדע בדיוני צבאי Military science fiction novels קטגוריה:ספרי מדע בדיוני צבאי Military sociology קטגוריה:סוציולוגיה צבאית Military specialisms קטגוריה:מקצועות צבאיים Military strategy אסטרטגיה צבאית Military stubs קטגוריה:קצרמר צבא Military supply chain management תובלה צבאית Military tactics קטגוריה:טקטיקה צבאית Military tactics תורת לחימה Military technology קטגוריה:טכנולוגיה צבאית Military theorists קטגוריה:תאורטיקנים צבאיים Military trainer aircraft קטגוריה:מטוסי אימון Military transport קטגוריה:תובלה צבאית Military tribunals in the United States בית משפט צבאי Military tribune טריבון צבאי Military uniforms קטגוריה:מדי צבא Military units and formations קטגוריה:יחידות צבאיות Military units and formations by country קטגוריה:יחידות צבא לפי מדינה Military units and formations by type קטגוריה:יחידות צבאיות לפי סוג Military units and formations of Australia קטגוריה:יחידות צבא אוסטרליות Military units and formations of Australia in World War I קטגוריה:יחידות צבא אוסטרליות במלחמת העולם הראשונה Military units and formations of Bulgaria קטגוריה:יחידות צבא בולגריה Military units and formations of Canada קטגוריה:יחידות צבא קנדיות Military units and formations of Germany קטגוריה:יחידות צבא גרמניות Military units and formations of Germany in World War I קטגוריה:יחידות צבא גרמניות במלחמת העולם הראשונה Military units and formations of Germany in World War II קטגוריה:יחידות צבא גרמניות במלחמת העולם השנייה Military units and formations of Israel קטגוריה:יחידות צה"ל Military units and formations of Japan in World War II קטגוריה:יחידות צבא יפניות במלחמת העולם השנייה Military units and formations of New Zealand קטגוריה:יחידות צבא ניו זילנדיות Military units and formations of New Zealand in World War I קטגוריה:יחידות צבא ניו זילנדיות במלחמת העולם הראשונה Military units and formations of Poland קטגוריה:יחידות צבא פולניות Military units and formations of Poland in World War I קטגוריה:יחידות צבא פולניות במלחמת העולם הראשונה Military units and formations of Poland in World War II קטגוריה:הכוחות המזוינים של פולין במלחמת העולם השנייה Military units and formations of Spain קטגוריה:הכוחות המזוינים הספרדים Military units and formations of Syria קטגוריה:יחידות צבא סוריות Military units and formations of World War I קטגוריה:יחידות צבא במלחמת העולם הראשונה Military units and formations of World War II קטגוריה:יחידות צבא במלחמת העולם השנייה Military units and formations of the Royal Air Force קטגוריה:יחידות חיל האוויר המלכותי Military units and formations of the Royal Navy in World War II קטגוריה:הצי המלכותי הבריטי במלחמת העולם השנייה Military units and formations of the Soviet Union קטגוריה:יחידות צבא סובייטיות Military units and formations of the Soviet Union in World War II קטגוריה:יחידות צבא של ברית המועצות במלחמת העולם השנייה Military units and formations of the United Kingdom קטגוריה:יחידות צבא בריטיות Military units and formations of the United Kingdom in World War I קטגוריה:יחידות צבא בריטיות במלחמת העולם הראשונה Military units and formations of the United Kingdom in World War II קטגוריה:הכוחות המזוינים של בריטניה במלחמת העולם השנייה Military units and formations of the United States Army קטגוריה:יחידות בצבא ארצות הברית Military units and formations of the United States in World War II קטגוריה:יחידות בצבא ארצות הברית במלחמת העולם השנייה Military units and formations of the Waffen-SS קטגוריה:ואפן אס אס Military units and formations of the Wehrmacht קטגוריה:יחידות הוורמאכט Military use of children שימוש צבאי בילדים ובנערים Military user templates קטגוריה:ויקיפדיה - משתמש - צבא Military vehicles קטגוריה:כלי רכב צבאיים Military veterans' affairs קטגוריה:ותיקי צבא ומלחמה Military–industrial complex הקומפלקס הצבאי-תעשייתי Militia מיליציה Militsiya מיליציה Militärischer Abschirmdienst השירות לסיכול ריגול צבאי Milivoje Novaković מיליבויה נובאקוביץ' Miljacka מיליאצקה Miljan Mrdaković מילאן מרדקוביץ' Milk חלב Milk מילק Milk קטגוריה:חלב Milk Grotto Chapel מערת החלב Milk allergy אלרגיה לחלב Milk and Honey חלב ודבש Milk and meat in Jewish law בשר בחלב Milk bag שקית חלב Milk caps פוגים Milk fever קדחת חלב Milk substitute תחליף חלב Milk substitutes קטגוריה:תחליף חלב Milka מילקה Milkhemet Mitzvah מלחמת מצווה Milkman חלבן Milkshake מילקשייק Milky מילקי Milky Chance מילקי צ'אנס Milky Way קטגוריה:שביל החלב Milky Way שביל החלב Mill טחנה Mill מטחנה Mill מיל Mill Ends Park פארק מיל אנדס Mill Rock מיל רוק Milla Jovovich מילה יובוביץ' Millard Fillmore מילרד פילמור Millard Mitchell מילארד מיטשל Millau Viaduct גשר מיו Millbank מילבנק Millbank Tower מגדל מילבנק Mille-feuille קרם שניט Millefiori מילפיורי Millennia קטגוריה:היסטוריה לפי אלפים Millennials דור ה-Y Millennium Millennium Millennium מילניום Millennium סדרת מילניום Millennium Challenge 2002 אתגר המילניום 2002 Millennium Development Goals פסגת המילניום#מטרות הועידה Millennium Falcon מילניום פלקון Millennium Park פארק המילניום Millennium Prize Problems בעיות המילניום של מכון קליי Millennium Prize Problems קטגוריה:בעיות המילניום של מכון קליי Millennium Stadium אצטדיון המילניום Millennium Summit פסגת המילניום Millennium Village כפר המילניום Millennium series תבנית:מילניום Miller טוחן Miller מילר Miller Brewing Company מילר Miller effect אפקט מילר Miller index אינדקס מילר Miller's Crossing צומת מילר Millerite מילריט Miller–Rabin primality test אלגוריתם מילר-רבין Miller–Urey experiment ניסוי מילר-יורי Millesimal fineness דרגת טוהר Millet דוחן Millet מילט Milli Vanilli מילי ונילי Millicent Fawcett מיליסנט פוסט Milligan מיליגן Millimeter cloud radar מכ"ם עננים Million מיליון Million Dollar Arm יד בשווי מיליון דולר Million Dollar Baby מיליון דולר בייבי Million Women Study מחקר מיליון הנשים Millions מיליונים Millipede רבי-הרגליים Millipedes קטגוריה:רב-רגליים Milliradian אלפית Millonarios F.C. מיונאריוס בוגוטה Millonarios Fútbol Club footballers קטגוריה:כדורגלני מיונאריוס בוגוטה Mills מילס Mills Brothers האחים מילס Mills' constant קבוע מילס Millstone רחיים Milltown Cemetery attack הפיגוע בבית הקברות מילטאון Millwall מילוול Millwall F.C. מילוול Millwall F.C. players קטגוריה:כדורגלני מילוול MillyChang/sandbox סרט לכל המשפחה Milman מילמן Milnacipran מילנציפרן Milner מילנר Milo מילו Milo Ventimiglia מיילו ונטימיליה Milo Đukanović מילו ג'וקאנוביץ' Milonga מילונגה Milorad Dodik מילורד דודיק Milorad Pavić מילוראד פאביץ' Milorad Čavić מילוראד צ'אביץ' Milos מלוס Milos Raonic מילוש ראוניץ' Milovan Mirošević מילובאן מירוסביץ' Milovan Rajevac מילובן ראייבץ' Miloš Adamović מילוש אדאמוביץ' Miloš Forman מילוש פורמן Miloš Jojić מילוש יואיץ' Miloš Krasić מילוש קראסיץ' Miloš Obilić מילוש אוביליץ' Miloš Obrenović מילוש אוברנוביץ' Miloš Teodosić מילוש תאודוסיץ' Miloš Vujanić מילוש וויאניץ' Miloš Zeman מילוש זמאן Milstein מילשטיין Milt Campbell מילט קמפבל Milt Jackson מילט ג'קסון Miltiades מילטיאדס Miltiades מילטיאדס הצעיר Miltiades Caridis מילטיאדס קארידיס Milton Babbitt מילטון בביט Milton Erickson מילטון אריקסון Milton Friedman מילטון פרידמן Milton Himmelfarb מילטון הימלפארב Milton Humason מילטון יומאסון Milton Katims מילטון קייטימס Milton Milan מילטון מילן Milton Obote מילטון אובוטה Milton William Cooper מילטון ויליאם קופר Milvus דיה Milwaukee מילווקי Milwaukee Brewers מילווקי ברוארס Milwaukee Bucks מילווקי באקס Milwaukee Bucks head coaches קטגוריה:מאמני מילווקי באקס Milwaukee Bucks players קטגוריה:כדורסלני מילווקי באקס Milwaukee City Hall בניין עיריית מילווקי Mily Balakirev מילי באלאקירב Mimar Sinan סינאן Mimas מימס Mimeograph סטנסיל Mimes קטגוריה:פנטומימאים Mimesis מימזיס Mimesis: The Representation of Reality in Western Literature מימזיס Mimi Kennedy מימי קנדי Mimic מימיק Mimicry חקיינות בטבע Mimid חקייניים Mimidae קטגוריה:חקייניים Mimino מימינו Mimivirus Mimivirus Mimosa pudica מימוזה ביישנית Mimosoideae מימוסיים Mimosoideae קטגוריה:מימוסיים Mimouna מימונה Min מין Mina מינה Minack Theatre תיאטרון מינאק Minamata disease מחלת מינמטה Minamoto clan שבט מינאמוטו Minamoto no Tameyoshi מינאמוטו נו טמיושי Minamoto no Yoritomo מינאמוטו נו יוריטומו Minamoto no Yoshitomo מינאמוטו נו יושיטומו Minamoto no Yoshitsune מינאמוטו נו יושיטסונה Minarchism מינארכיזם Minaret מינרט Minaret of Israel מבני הר הבית#צריח שער השבטים Minaret of Jam המינרט בג'אם Minas Gerais מינאס ז'ראיס Minas Gerais קטגוריה:מינאס ז'ראיס Minas Gerais Diamantina דיאמנטינה Minas Morgul מינאס מורגול Minas Tirith מינאס טירית Minas cheese מינאס Minat al-Qal'a אשדוד ים#תאור המצודה Minbar מינבר Mince pie Mincemeat#Mince pie Mincemeat מינסמיט Mincha קטגוריה:תפילת מנחה Mincha תפילת מנחה Minchat Chinuch מנחת חינוך Mind נפש Mind Game משחק מוחות Mind and Soul Heart Mind and Soul Heart Mind control שטיפת מוח Mind map מפת חשיבה Mind sport משחק חשיבה Mind the gap Mind the gap Mindanao מינדנאו Mindaugas Kalonas מינדאוגאס קלונאס Mindaugas Panka מינדאוגאס פאנקה Mindfulness קשיבות Mindfulness-based cognitive therapy MBCT Mindfulness-based stress reduction MBSR Mindless Self Indulgence Mindless Self Indulgence Mindoro מינדורו Mindru Katz מנדרו כץ Mindset דפוס חשיבה Mindy Kaling מינדי קלינג Mind–body problem הבעיה הפסיכופיזית Mine plow מגוב Mine roller מגוב נוכרי Mine warfare קטגוריה:מוקשים Minecraft Minecraft Mineirão מינייראו Mineral מינרל Mineral acid חומצה מינרלית Mineral acids קטגוריה:חומצות מינרליות Mineral dust אבק מינרלי Mineral groups קטגוריה:קבוצות מינרלים Mineral hydration מיום מינרלי Mineral oil שמן תעשייתי Mineral water מים מינרליים Mineral water קטגוריה:מים מינרליים Mineral wool צמר סלעים Mineralnye Vody מינרלנייה וודי Mineralocorticoid מינרלוקורטיקואידים Mineralogists קטגוריה:מינרלוגים Mineralogy מינרלוגיה Mineralogy קטגוריה:מינרלוגיה Mineraloid מינרל#מינרלואידים Minerals קטגוריה:מינרלים Mineriad מינריאדה Minerva מינרווה Minerva Reefs רפובליקת מינרווה Mines קטגוריה:מכרות Minestrone מינסטרונה Minesweeper שולה המוקשים Minesweeper שולת מוקשים Minette Walters מינט וולטרס Ming מינג Ming Xiaoling Mausoleum קבר שיאולינג Ming dynasty שושלת מינג Ming tombs קברי שושלת מינג Ming-Na Wen מינג-נה וון Mingachevir מיגאצ'ביר Mingrelian language מגרלית Mingrelians מגרלים Mingrelians קטגוריה:מגרלים Minhag מנהג Minhelet HaAm מנהלת העם Mini מיני Mini Andén מיני אנדן Mini Estadi מיני אסטדי Mini Israel מיני ישראל Mini-Europe מיני אירופה MiniDisc מינידיסק MiniDiscLogo.svg תמונה:MiniDiscLogo.PNG Miniature מיניאטורה Miniature Pinscher פינצ'ר ננסי Miniature golf מיני גולף Miniature park פארק מיניאטורות Miniature parks קטגוריה:פארקי מיניאטורות Miniaturization מזעור Miniaturized satellite לוויין זעיר Minibus מיניבוס Miniclip מיניקליפ Minicomputer מיני-מחשב Minigun M134 מיניגאן Minilab מעבדת צילום Minim מינים Minimal Compact מינימל קומפקט Minimal music מוזיקה מינימליסטית Minimal pair זוג מינימלי Minimal polynomial פולינום מינימלי Minimal residual disease מחלה שארית מינימלית Minimalism מינימליזם Minimax עץ מינימקס Minimum מינימום Minimum alveolar concentration ריכוז אלוואולרי מינימלי Minimum spanning tree עץ פורש מינימלי Minimum wage שכר מינימום Minimum-cost flow problem בעיית זרימה Mining כרייה Mining קטגוריה:כרייה Minions המיניונים Miniopterus כנפנים Miniseries מיני-סדרה Minister שר Minister for Jewish Affairs of Lithuania קטגוריה:שרים לענייני יהודים בממשלת ליטא Minister in the Prime Minister's Office שר במשרד ראש הממשלה Minister of Diaspora Affairs משרד התפוצות Minister without portfolio שר בלי תיק Ministers for Education קטגוריה:שרי החינוך של אירלנד Ministers for Foreign Affairs קטגוריה:שרי החוץ של אירלנד Ministers for Foreign Affairs of Finland קטגוריה:שרי החוץ של פינלנד Ministers for Justice קטגוריה:שרי המשפטים של אירלנד Ministers of Agriculture of Israel קטגוריה:שרי החקלאות בממשלות ישראל Ministers of Defence of Finland קטגוריה:שרי ההגנה של פינלנד Ministers of Defence of Lithuania קטגוריה:שרי ההגנה של ליטא Ministers of Defense of Israel קטגוריה:שרי הביטחון בממשלות ישראל Ministers of Education of Belgium קטגוריה:שרי החינוך של בלגיה Ministers of Education of Israel קטגוריה:שרי החינוך בממשלות ישראל Ministers of Finance of Israel קטגוריה:שרי האוצר בממשלות ישראל Ministers of Finance of Norway קטגוריה:שרי האוצר של נורווגיה Ministers of Foreign Affairs of Israel קטגוריה:שרי החוץ בממשלות ישראל Ministers of Foreign Affairs of Poland קטגוריה:שרי החוץ של פולין Ministers of Foreign Affairs of Turkey קטגוריה:שרי החוץ של טורקיה Ministers of Foreign Affairs of the Netherlands קטגוריה:שרי החוץ של הולנד Ministers of Health of Israel קטגוריה:שרי הבריאות בממשלות ישראל Ministers of Information of France קטגוריה:שרי ההסברה של צרפת Ministers of Internal Affairs of Israel קטגוריה:שרי הפנים בממשלות ישראל Ministers of Justice of Brazil קטגוריה:שרי המשפטים של ברזיל Ministers of Justice of Finland קטגוריה:שרי המשפטים של פינלנד Ministers of Justice of Israel קטגוריה:שרי המשפטים בממשלות ישראל Ministers of Justice of Japan קטגוריה:שרי המשפטים של יפן Ministers of Justice of Turkey קטגוריה:שרי המשפטים של טורקיה Ministers of Justice of the Netherlands קטגוריה:שרי המשפטים של הולנד Ministers of National Defence of Poland קטגוריה:שרי ההגנה של פולין Ministers of National Defence of Turkey קטגוריה:שרי ההגנה של טורקיה Ministers of National Education and Religious Affairs of Greece קטגוריה:שרי החינוך של יוון Ministers of Petroleum and Energy of Norway קטגוריה:שרי האנרגיה של נורווגיה Ministers of Public Security of Israel קטגוריה:שרי המשטרה וביטחון הפנים בממשלות ישראל Ministers of Tourism of Israel קטגוריה:שרי התיירות בממשלות ישראל Ministries קטגוריה:משרדי ממשלה Ministries Trial משפט השגרירים Ministries by country קטגוריה:משרדי ממשלה לפי מדינה Ministries by portfolio קטגוריה:משרדי ממשלה לפי תחום Ministries of Bulgaria קטגוריה:משרדי ממשלה בבולגריה Ministries of Japan תבנית:משרדי ממשלת יפן Ministro Pistarini International Airport נמל התעופה הבינלאומי מיניסטרו פיסטריני Ministry מיניסטרי Ministry for National Security המשרד לביטחון לאומי Ministry for Social Equality המשרד לשוויון חברתי Ministry for the Development of the Negev and Galilee הנגב והגליל המשרד לפיתוח הפריפריה Ministry of Agriculture and Rural Development משרד החקלאות ופיתוח הכפר Ministry of Communications משרד התקשורת Ministry of Construction משרד הבינוי והשיכון Ministry of Culture משרד התרבות של רוסיה Ministry of Culture and Islamic Guidance הסוכנות לתרבות והכוונה אסלאמית Ministry of Culture and Sport משרד התרבות והספורט Ministry of Defence משרד הביטחון Ministry of Defence משרד ההגנה Ministry of Defence משרד ההגנה של רוסיה Ministry of Defence קטגוריה:משרד ההגנה Ministry of Defence Industry of Azerbaijan משרד התעשיות הביטחוניות Ministry of Defence and Armed Forces Logistics משרד ההגנה האיראני Ministry of Defense משרד הביטחון Ministry of Defense משרד ההגנה Ministry of Defense משרד ההגנה האזרי Ministry of Economic Development המשרד לפיתוח כלכלי של רוסיה Ministry of Economic Strategy משרד הכלכלה והתכנון Ministry of Economy משרד הכלכלה והתעשייה Ministry of Education משרד החינוך Ministry of Education and Science משרד החינוך והמדעים של רוסיה Ministry of Emergency Situations המשרד למצבי חירום והגנה אזרחית של רוסיה Ministry of Energy משרד האנרגיה של רוסיה Ministry of Environmental Protection המשרד להגנת הסביבה Ministry of Finance משרד האוצר Ministry of Finance משרד האוצר של רוסיה Ministry of Foreign Affairs משרד החוץ Ministry of Foreign Affairs משרד החוץ של רוסיה Ministry of General Machine Building המשרד לבניית מכונות כלליות של ברית המועצות Ministry of Health משרד הבריאות Ministry of Health משרד הבריאות של רוסיה Ministry of Home Front Defense המשרד להגנת העורף Ministry of Immigrant Absorption משרד העלייה והקליטה Ministry of Industry and Trade משרד המסחר והתעשייה של רוסיה Ministry of Intelligence משרד המודיעין Ministry of Interior משרד הפנים Ministry of Internal Affairs משרד הפנים Ministry of Internal Affairs משרד הפנים האזרי Ministry of Internal Affairs משרד הפנים הסרבי Ministry of Internal Affairs and Communications משרד הפנים והתקשורת Ministry of Justice משרד המשפטים Ministry of Justice משרד המשפטים האיראני Ministry of Justice משרד המשפטים של רוסיה Ministry of National Security of Azerbaijan המשרד לביטחון לאומי Ministry of People's Security המשרד לביטחון העם של קוריאה הצפונית Ministry of Police of the Russian Empire משרד המשטרה של האימפריה הרוסית Ministry of Public Security המשרד לביטחון הפנים Ministry of Public Security המשרד לביטחון הציבור של סין Ministry of Railways משרד הרכבות של רוסיה Ministry of Regional Development המשרד לפיתוח אזורי של רוסיה Ministry of Religious Services המשרד לשירותי דת Ministry of Social Affairs and Social Services משרד הרווחה והשירותים החברתיים Ministry of Sport משרד הספורט של רוסיה Ministry of State Security המשרד לביטחון המדינה של סין Ministry of Tourism משרד התיירות Ministry of Transport משרד התחבורה של רוסיה Ministry of Transport and Road Safety משרד התחבורה והבטיחות בדרכים Ministry of the Environment משרד הסביבה Minitel מיניטל Minivan מיניוואן Minivans קטגוריה:מיניוואנים Mini–mental state examination מבחן קצר לאבחון מנטלי Mink חורפן Minka Kelly מינקה קלי Minke whale לווייתן מינקי Minkowski מינקובסקי Minkowski inequality אי-שוויון מינקובסקי Minkowski's question mark function פונקציית סימן השאלה של מינקובסקי Minkowski's theorem משפט מינקובסקי Minna Bluff שונית מינה Minneapolis מיניאפוליס Minneapolis Lakers head coaches קטגוריה:מאמני מיניאפוליס לייקרס Minneapolis Lakers players קטגוריה:כדורסלני מיניאפוליס לייקרס Minnelli מינלי Minnesota מינסוטה Minnesota קטגוריה:מינסוטה Minnesota תבנית:מינסוטה Minnesota Duluth דולות Minnesota Golden Gophers men's basketball players קטגוריה:כדורסלני אוניברסיטת מינסוטה Minnesota Hennepin County מחוז הנפין Minnesota Lynx מינסוטה לינקס Minnesota Minneapolis קטגוריה:מיניאפוליס Minnesota Multiphasic Personality Inventory מבחן MMPI Minnesota Orchestra תזמורת מינסוטה Minnesota Rochester רוצ'סטר Minnesota Saint Paul סיינט פול Minnesota Saint Paul קטגוריה:סיינט פול Minnesota Sports in Minneapolis קטגוריה:מיניאפוליס: ספורט Minnesota Timberwolves מינסוטה טימברוולבס Minnesota Timberwolves head coaches קטגוריה:מאמני מינסוטה טימברוולבס Minnesota Timberwolves players קטגוריה:כדורסלני מינסוטה טימברוולבס Minnesota Twins מינסוטה טווינס Minnesota Vikings מינסוטה ויקינגס Minnesota Wild מינסוטה ויילד Minnesota counties קטגוריה:מינסוטה: מחוזות Minnie Driver מיני דרייבר Minnie Mouse מיני מאוס Minnie Riperton מיני ריפרטון Minoan civilization התרבות המינואית Minoan eruption ההתפרצות המינואית Minoan snake goddess figurines אלת הנחש Minor מינור Minor קטין Minor Arcana הארקנה הקטנה Minor Sherlock Holmes characters שרלוק הולמס - דמויות משנה Minor Wheel of Time characters מחזור כישור הזמן - דמויות משנה Minor chord אקורד מינורי Minor edit עזרה:שינוי משני Minor planet כוכב לכת מינורי Minor planets קטגוריה:כוכבי לכת מינוריים Minor scale סולם מינורי Minor suit סדרת מיינור Minor tractate מסכתות קטנות Minor tractates קטגוריה:מסכתות קטנות Minorca מנורקה Minority Report דו"ח מיוחד Minority government ממשלת מיעוט Minority group מיעוט Minority influence יחסי רוב ומיעוט Minority interest זכויות שאינן מקנות שליטה Minority language שפת מיעוטים Minoru Genda מינורו גנדה Minos מינוס Minotaur מינוטאורוס Minotaur-C טאורוס Minquiers מינקווירס ואקרהוס Minsbot User:Minsbot Minsk מינסק Minsk קטגוריה:מינסק Minsk Ghetto גטו מינסק Minsk Metro הרכבת התחתית של מינסק Minsk Region מינסק Minsk Region קטגוריה:מחוז מינסק Minsky מינסקי Minstrel show מופע מינסטרל Mint מטבעה Mint stamp בול תמים Mintaka מינטקה Minton's Playhouse מינטונז פליי האוס Mintz מינץ Minuet מינואט Minus מינוס Minute דקה Minute Clinic.jpg תמונה:MinuteClinic.jpg Minute Waltz ואלס הדקה Minute to Win It אליפות ישראל בדקה Minutes פרוטוקול Minutes to Midnight Minutes to Midnight Minutes to Midnight cover.jpg תמונה:Minutes-to-midnight.jpg Minyan מניין Miocene מיוקן Miodrag Božović מיאודראג בוז'וביץ' Miorița מיאוריצה Miosis מיוזיס Miqdadiyah מוקדאדיה Miquel מיקל Miquel Martí i Pol מיקל מרטי אי פול Mir Mir Mir מיר Mir תחנת החלל מיר Mir Castle Complex טירת מיר Mir yeshiva ישיבת מיר Mir-Fatah-Agha מיר-פתה-אר'ה Mir-Hossein Mousavi מיר-חוסיין מוסאווי Mira מירה Mira Aroyo מירה ארויו Mira Awad מירה עווד Mira Fuchrer מירה פוכרר Mira Furlan מירה פורלן Mira Lobe מירה לובה Mira Sorvino מירה סורבינו MiraDry מירה דריי Mirabal sisters האחיות מיראבל Mirabilis מיראביליס Miracle נס Miracle in Milan נס במילאנו Miracle of the cruse of oil נס פך השמן Miracle on 34th Street נס ברחוב 34 Miracle on Ice נס על הקרח Miraculin מירקולין Miraculous: Tales of Ladybug & Cat Noir המופלאה: הרפתקאות ליידי באג Mirage Mirage Mirage מיראז' Miralem Pjanić מיראלם פיאניץ' Miralem Sulejmani מיראלם סולימאני Miramare Castle טירת מירמרה Miramax מירמקס Miramax films קטגוריה:סרטי מיראמקס Miran מירן Miranda ז'ואאו מיראנדה Miranda מירנדה Miranda Arizona פסק דין מירנדה נגד אריזונה Miranda Cosgrove מירנדה קוסגרוב Miranda IM מירנדה IM Miranda Kerr מירנדה קר Miranda Lambert מירנדה למברט Miranda Otto מירנדה אוטו Miranda Raison מירנדה רייסון Miranda Richardson מירנדה ריצ'רדסון Miranda Sings מירנדה סינגס Miranda warning אזהרת מירנדה Mirandese language מירנדזית Mirante do Vale בניין מירנטה דו ולה Mircea Axente מירצ'ה אקסנטה Mircea Eliade מירצ'ה אליאדה Mircea Geoană מירצ'ה ג'ואנה Mircea I of Wallachia מירצ'ה הזקן Mircea II of Wallachia מירצ'ה השני Mircea the Shepherd מירצ'ה הרועה Mirco Gennari מירקו ג'נארי Mireia Belmonte מיריה בלמונטה Mireille Enos מיראל אנוס Mireille Mathieu מיריי מאתיה Mirek Topolánek מירק טופולנק Mirele Efros מירל'ה אפרת Miri Aloni מירי אלוני Miri Ben-Ari מירי בן-ארי Miri Bohadana מירי בוהדנה Miri Mesika מירי מסיקה Miri Nishri מירי נשרי Miri Regev מירי רגב Miriam מרים Miriam מרים הנביאה Miriam Akavia מרים עקביא Miriam Ben-Porat מרים בן-פורת Miriam Bernstein-Cohen מרים ברנשטיין-כהן Miriam Chaszczewacki נערה בגיטו: יומן מתקופת השואה Miriam Defensor Santiago מרים דפנסור-סנטיגו Miriam Eshkol מרים אשכול Miriam Feirberg מרים פיירברג Miriam Fried מרים פריד Miriam Glazer-Ta'asa מרים גלזר-תעסה Miriam Hadar Weingarten מרים הדר Miriam Makeba מרים מקבה Miriam Margolyes מרים מרגוליס Miriam Mosessohn מרים מארקל-מוזסזון Miriam Naor מרים נאור Miriam Roth מרים רות Miriam Shlesinger מרים שלזינגר Miriam Tlali מרים טלאלי Miriam Winter מרים וינטר Miriam Yalan-Shteklis מרים ילן-שטקליס Miriam Zohar מרים זוהר Mirian II of Iberia מלך איבריה מיריאן השני Mirian III of Iberia מלך איבריה מיריאן השלישי Miridae רכנפיים Mirin מירין Mirit Cohen מירית כהן Mirkin מירקין Mirko Oremuš מירקו אורמוש Mirko Vučinić מירקו ווצ'יניץ' Miro מירו Miron Bleiberg מירון בלייברג Miron Costin מירון קוסטין Miroslav Filipović מירוסלאב פיליפוביץ' Miroslav Kadlec מירוסלאב קאדלץ Miroslav Klose מירוסלב קלוזה Miroslav Krleža מירוסלב קרלז'ה Miroslav Marcovich מירוסלב מרקוביץ' Miroslav Raduljica מירוסלב ראדוליצה Miroslav Stoch מירוסלב סטוך Miroslav Votava מירוסלב ווטאבה Miroslav Šalom Freiberger שלום פרייברגר Miroslav Šašek מירוסלב סאסק Mirosławiec מירוסלאבייץ Mirotic Mirotic Mirror מראה Mirror Master מאסטר המראות Mirror Mirror מראה מראה: הסיפור האמיתי Mirror Universe יקום המראה Mirror neuron נוירון מראה Mirror writing כתב ראי Mirror's Edge Mirror's Edge Mirsad Türkcan מירסאד טורצ'אן Mirza Fatali Akhundov מירזה פתאלי אחונדוב Mirza Ghulam Ahmad מירזא ע'ולאם אחמד אל-קאדיאני Mirza Khazar מנחם מיכאלי Mirza Teletović מירזה טלטוביץ' Misagh-1 Misagh-1 Misagh-2 Misagh-2 Misandry מיזאנדריה Misanthropy מיזנתרופיה Misbah282/sandbox ויקיפדיה:שער הקהילה Miscarriage הפלה טבעית Mischa Barton מישה ברטון Mischa Elman מישה אלמן Mischa Maisky מישה מייסקי Mischabelhörner מסיב מישבל Mischling מישלינג Mise en abyme מיז-אנ-אבים Miseno מיסנום Miser קמצנות Miserere מיזררה Misery Misery Misery מיזרי Misfits עברייני על Misgav משגב Misgav Am משגב עם Misgav Am hostage crisis הפיגוע במשגב עם Misgav Dov משגב דב Misgav Ladach משגב לדך Misgav Regional Council מועצה אזורית משגב Misgav Regional Council קטגוריה:מועצה אזורית משגב Misgav Regional Council תבנית:מועצה אזורית משגב MishMich/Homosexuality הומוסקסואליות Misha מישה Misha Collins מישה קולינס Misha Glenny מישה גלני Misha Segal מישה סגל Misha Zilberman מישה זילברמן Mishael Cheshin מישאל חשין Mishak Makhur משחק מכור Mishka Yaponchik מישקה יפונצ'יק Mishkafayim משקפיים Mishkenos HoRoim חסידות משכנות הרועים Mishkenot Sha'ananim משכנות שאננים Mishloach manot משלוח מנות Mishmar Ayalon משמר איילון Mishmar David משמר דוד Mishmar HaEmek משמר העמק Mishmar HaNegev משמר הנגב Mishmar HaSharon משמר השרון Mishmar HaShiv'a משמר השבעה Mishmar HaShlosha משמר השלושה Mishmar HaYarden משמר הירדן Mishmarot משמרות Mishmeret משמרת Mishmeret Tzniyut משמרת הצניעות Mishmi takin טאקין מישמי Mishnah משנה Mishnah קטגוריה:משנה Mishnah תבנית:מסכתות Mishnah Berurah משנה ברורה Mishnah rabbis קטגוריה:תנאים Mishnaic Hebrew לשון חז"ל Mishnat ha-Middot משנת המידות Mishneh Torah משנה תורה Mishor Adumim מישור אדומים Mishpacha משפחה Mishpat Ivri משפט עברי Mishpatim פרשת משפטים Misiones Posadas פוסאדאס Misiones Province מיסיונס Misiones Province קטגוריה:מיסיונס Miska מיסכה Miskito people מיסקיטו Miskolc מישקולץ Misleading vividness חיוניות מטעה Misnagdim ליטאים Miso מיסו Misogyny מיזוגיניה Misology מיזולוגיה Misophonia מיסופוניה Misotheism מיזותאיזם Misprision of felony אי מניעת פשע Misrata מיסראתה Misraħ Għar il-Kbir מיסרה אר איל-קביר Miss A מיס איי Miss America מיס אמריקה Miss America delegates קטגוריה:משתתפות בתחרות מיס אמריקה Miss Austen Regrets החרטות של מיס אוסטן Miss Belgium קטגוריה:זוכות מיס בלגיה Miss Congeniality איזה מין שוטרת Miss Congeniality 2: Armed and Fabulous איזו מין שוטרת 2 Miss Europe מיס אירופה Miss France winners קטגוריה:זוכות מיס צרפת Miss Israel מלכת היופי Miss Israel winners קטגוריה:מלכות היופי Miss Jackson Miss Jackson Miss Julie העלמה יוליה Miss Marple ג'יין מארפל Miss Peregrine's Home for Peculiar Children המעון של מיס פרגרין לילדים משונים Miss Pettigrew Lives for a Day מיס פטיגרו Miss Piggy מיס פיגי Miss Saigon מיס סייגון Miss Sweden winners קטגוריה:זוכות מיס שוודיה Miss Switzerland winners קטגוריה:זוכות מיס שווייץ Miss USA מיס ארצות הברית Miss USA delegates קטגוריה:משתתפות בתחרות מיס ארצות הברית Miss USA winners קטגוריה:זוכות מיס ארצות הברית Miss Universe מיס תבל Miss Universe contestants קטגוריה:משתתפות בתחרות מיס תבל Miss Universe winners קטגוריה:זוכות מיס תבל Miss World מיס עולם Miss World contestants קטגוריה:משתתפות בתחרות מיס עולם Miss World winners קטגוריה:זוכות בתחרות מיס עולם MissHillash משתמש:MissYourEverything Missa Papae Marcelli מיסה פפה מרצ'לי Missa solemnis מיסה סולמניס Missak Manouchian מיסאק מאנושיאן Missi Pyle מיסי פייל Missile טיל Missile Technology Control Regime Missile Technology Control Regime Missile boat ספינת טילים Missile boats of Israel קטגוריה:ספינות טילים ישראליות Missile defense הגנה מפני טילים Missile defense קטגוריה:הגנה נגד טילים Missile gap פער הטילים Missile guidance נשק מונחה Missile guidance קטגוריה:הנחיית טילים Missiles קטגוריה:טילים Missing נעדרים Missing Kissinger געגועי לקיסינג'ר Missing in action נעדר Missing in action קטגוריה:נעדרי צבא Missing mass בעיית המסה החסרה Missing people קטגוריה:אישים שנעלמו Missing person נעדר Missing years השנים החסרות MissingNo. MissingNo. Missiology מיסיולוגיה Mission patch טלאי משימה Mission: Impossible משימה בלתי אפשרית Mission: Impossible תבנית:משימה בלתי אפשרית Mission: Impossible II משימה בלתי אפשרית 2 Mission: Impossible III משימה בלתי אפשרית 3 Mission: Impossible – Ghost Protocol משימה בלתי אפשרית 4: קוד הצללים Mission: Impossible – Rogue Nation משימה בלתי אפשרית: אומת הנוכלים Mission: Space המשימה: חלל Missionaries קטגוריה:מיסיונרים Missionary Church of Kopimism קופימיזם Missions to Venus קטגוריה:משימות לחקר נוגה Missions to the Moon קטגוריה:משימות לחקר הירח Mississauga מיסיסוגה Mississippi מיסיסיפי Mississippi קטגוריה:מיסיסיפי Mississippi תבנית:מיסיסיפי Mississippi Burning מיסיסיפי בוערת Mississippi Company חברת מיסיסיפי Mississippi Delta הדלתא של מיסיסיפי Mississippi Fred McDowell מיסיסיפי פרד מקדואל Mississippi Glendora גלנדורה Mississippi Jackson ג'קסון Mississippi John Hurt מיסיסיפי ג'ון הארט Mississippi River מיסיסיפי Mississippi River Delta דלתת המיסיסיפי Mississippi State Bulldogs men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של מיסיסיפי Mississippi civil rights workers' murders רצח פעילי זכויות האזרח במיסיסיפי Mississippian קרבון מיסיסיפי Missolonghi מיסולונגי Missoula Floods שיטפונות מיזולה Missouri מיזורי Missouri קטגוריה:מיזורי Missouri תבנית:מיזורי Missouri Buildings and structures in St. Louis קטגוריה:סנט לואיס: מבנים Missouri Compromise פשרת מיזורי Missouri Day יום מיזורי Missouri Glendale גלנדייל Missouri Independence אינדפנדנס Missouri Jefferson City ג'פרסון סיטי Missouri Joplin ג'ופלין Missouri Kansas City קנזס סיטי Missouri Kansas City Westport וסטפורט Missouri River מיזורי Missouri Sports in St. Louis קטגוריה:סנט לואיס: ספורט Missouri Sports teams in St. Louis קטגוריה:סנט לואיס: מועדוני ספורט Missouri Springfield ספרינגפילד Missouri St. Joseph סנט ג'וזף Missouri St. Louis קטגוריה:סנט לואיס Missouri Tigers men's basketball players קטגוריה:כדורסלני אוניברסיטת מיזורי Missundaztood M!ssundaztood Missvain/100power משתמש:Ijon/מאה נשים לפי פורבס Missy Elliott מיסי אליוט Missy Franklin מליסה פרנקלין Missy Peregrym מיסי פרגרים Mista'arvim מסתערבים Mister Fantastic מיסטר פנטסטיק Mister Freeze BTAS.jpg תמונה:Juytht.jpg Mister Hyde מיסטר הייד Mister Mxyzptlk מיסטר מקסיזפטלק Mister Negative מיסטר נגטיב Mister Sinister מיסטר סיניסטר Mister World מר עולם Mistletoe דבקון Mistman123/Testing/Main Page/Experiment/OTD תבנית:היום בהיסטוריה 14 באפריל Mistral מיסטרל Mistral Air Mistral Air Mistress of the Robes הגבירה אשר על הגלימות Misty Misty Misty Copeland מיסטי קופלנד Mit brennender Sorge Mit brennender Sorge Mitahat La'af מתחת לאף Mitanni מיתני Mitch Hedberg מיץ' הדברג Mitch Larkin מיץ' לרקין Mitch McConnell מיץ' מקונל Mitch Mitchell מיטש מיטשל Mitch Rapp מיטש ראפ Mitch Richmond מיץ' ריצ'מונד Mitchel Musso מיטשל מוסו Mitchell מיטשל Mitchell Langerak מיטצ'ל לנגראק Mitchell Weiser מיטשל וייזר Mite אקרית Mite Kremnitz מיטה קרמניץ Mitford family קטגוריה:משפחת מיטפורד Mithal al-Alusi מיתאל אל-אלוסי Mithotyn מית'וטין Mithraeum מיתראאום Mithridates מיתרידטס Mithridates I of Parthia מלך פרתיה מיתרידטס הראשון Mithridates I of Pontus מלך פונטוס מיתרידטס הראשון Mithridates III of Parthia מלך פרתיה מיתרידטס השלישי Mithridates VI of Pontus מלך פונטוס מיתרידטס השישי Mithridatic Wars מלחמות מיתרידטס Mithridatic Wars קטגוריה:מלחמות מיתרידטס Mithril מיתריל Mithun Chakraborty מיתהון צ'קרבורטי Mitiaro מיטיארו Mititei מיטיטיי Mitla Pass מעבר המיתלה Mitochondrial DNA גנום מיטוכונדריאלי Mitochondrial Eve חוה המיטוכונדרית Mitochondrion מיטוכונדריון Mitogen-activated protein kinase MAPK Mitomycins מיטומיצין Mitosis מיטוזה Mitra מיתרה Mitral insufficiency אי-ספיקת המסתם הצניפי Mitral valve prolapse צניחה של המסתם הצניפי Mitral valve replacement החלפת המסתם הצניפי Mitral valve stenosis היצרות המסתם הצניפי Mitropa Cup גביע מיטרופה Mitsubishi מיצובישי Mitsubishi קטגוריה:מיצובישי Mitsubishi A6M Zero מיצובישי A6M זירו Mitsubishi G4M מיצובישי G4M Mitsubishi Lancer מיצובישי לנסר Mitsubishi Motors מיצובישי מוטורס Mitsubishi Motors vehicles תבנית:מיצובישי מוטורס Mitsubishi Regional Jet מיצובישי ריג'נל ג'ט Mitsubishi X-2 Shinshin X-2 שינשין Mitsumasa Yonai יונאי מיצומאסה Mitt Romney מיט רומני Mittag-Leffler's theorem משפט מיטאג-לפלר Mittaghorn מיטאגהורן Mitte מיטה Mittelaletsch Glacier מיטלאלטש Mittelbau-Dora דורה-מיטלבאו Mitteldeutscher BC מיטלדויטשר Mittenwald מיטנוואלד Mitterrand–Pasqua affair אנגולה-גייט Mitznefet מצנפת Mitzpa מצפה Mitzpe Aviv מצפה אבי"ב Mitzpe Dani מאחזים#מצפה דני Mitzpe Hagit מאחזים#מצפה חגית Mitzpe Hila מצפה הילה Mitzpe Ilan מצפה אילן Mitzpe Kramim מאחזים#מצפה כרמים Mitzpe Netofa מצפה נטופה Mitzpe Ramon מצפה רמון Mitzpe Ramon Airport מנחת מצפה רמון Mitzpe Shalem מצפה שלם Mitzpe Yeriho מצפה יריחו Mitzpe Yosef מאחזים#מצפה יוסף Mitzvah מצווה Mitzvah tank טנק המבצעים של חב"ד Mitzvah tantz ריקוד מצווה Miuccia Prada מיוצ'ה פראדה Mivtahim מבטחים Mivtza Savta מבצע סבתא Mixed Israeli communities קטגוריה:יישובים מעורבים בישראל Mixed marriage נישואי תערובת Mixed martial artists קטגוריה:לוחמי אמנויות לחימה משולבות Mixed martial arts Mixed martial arts Mixed spice Mixed Spice Mixer מערבל מזון Mixing בחישה Mixing console מערבל אותות Mixtape מיקסטייפ Mixtape albums קטגוריה:מיקסטייפים Mixture תערובת Miya User:Miya Miyagi Prefecture מיאגי Miyagi Tome טומה Miyako Islands איי מיאקו Miyamoto Musashi מיאמוטו מוסאשי Miyavi מייאבי Miyazaki Prefecture מיאזקי Miyoshi Umeki מיושי אומקי Mizan Zainal Abidin of Terengganu מיזאן זאינאל אבידין Mizar and Alcor מיזר Mizoch מיזוץ' Mizoram מיזוראם Mizpah מצפה Mizpah in Benjamin מצפה Mizra מזרע Mizrachi מזרחי Mizrachi תנועת המזרחי Mizrah כותל המזרח Mizrahi Democratic Rainbow Coalition הקשת הדמוקרטית המזרחית Mizrahi Jews מזרחים Mizrahi music מוזיקה מזרחית Mizraim מצרים Mizuki Noguchi מיזוקי נוגוצ'י Mizuno Corporation מיזונו Międzyrzec Podlaski מיינדזיז'ץ פודלסקי Międzyrzec Podlaski Ghetto גטו מיינדזיז'ץ פודלסקי Miła 18 מילא 18 Mińsk County Mrozy מרוזי Mińsk County Pustelnik פוסטלניק Mińsk County Siennica שייניצה Mińsk Mazowiecki מינסק מזובייצקי Mișu Dulgheru מישו דולגרו Mjbmrbot משתמש:Mjbmrbot Mjölnir מיולניר Mjøsa מיוסה Mk 19 grenade launcher סאקו דיפנס Mk-19 Mk 2 grenade Mk 2 Mkdir Mkdir Mkhedrioni מחדריוני Mkill משתמש:Mkill Mladen Krstajić מלאדן קרסטאיץ' Mladen Petrić מלאדן פטריץ' Mladá Boleslav מלאדה בולסלאב Mle'a מלאה Mlhooten חיים מחוץ לכדור הארץ Mlilot מלילות Mljet מלייט Mlyniv מליניב Mnachem Risikoff מנחם הכהן ריזיקוב Mnaseas מנסיאס Mneme נימה Mnemonic מנמוניקה Mnemosyne מנמוסינה Mo Mo Mo Farah מו פארח Mo Johnston מו ג'ונסטון Mo Williams מו ויליאמס Mo Yan מו יאן Mo'Nique מוניק Mo'ed Katan מסכת מועד קטן Mo-Al משתמש:Mo-Al MoD Research/sandbox פיאט Moa מואה Moab מואב Moab קטגוריה:מואב Moabite inscriptions קטגוריה:כתובות מואביות Moacir Barbosa Nascimento מואסיר ברבוזה Moai מואי Moana מואנה Moanes Dabour מואנס דאבור Moat חפיר Moataz1997 משתמש:Moataz1997 Moaz al-Khatib מועאז אל-ח'טיב Mob Rules Mob Rules Mob film סרט מאפיה Mobb Deep מוב דיפ Mobile מובייל Mobile מרצדת Mobile Extension Feedback ויקיפדיה:פיתוח התשתית/מכשירים ניידים Mobile Guards המשמר הנע Mobile World Congress Mobile World Congress Mobile advertising פרסום סלולרי Mobile app אפליקציית מובייל Mobile games קטגוריה:משחקי טלפון סלולרי Mobile home בית נייד Mobile lounge טרקלין נייד Mobile phone טלפון סלולרי Mobile phone jammer חוסם Mobile phone radiation and health השפעות בריאותיות של קרינת טלפון סלולרי Mobile phones קטגוריה:טלפונים סלולריים Mobile software קטגוריה:אפליקציות סלולריות Mobile telecommunications קטגוריה:תקשורת סלולרית Mobile telecommunications standards קטגוריה:תקשורת סלולרית: תקנים Mobile units הנודדת Mobile virtual network operator מפעיל רשת סלולרית וירטואלית MobileMe MobileMe Mobileye מובילאיי Mobility scooter קלנועית Mobsters קטגוריה:מאפיונרים Mobutu Sese Seko מובוטו ססה סקו Moby מובי Moby Dick Moby Dick Moby Grape מובי גרייפ Moby-Dick מובי דיק Moccasin מוקסין Mock execution הוצאה להורג מבוימת Mockingbird מוקינגבירד Mockingjay משחקי הרעב - עורבני חקיין Mockingjay עורבני חקיין Mockumentaries קטגוריה:מוקומנטריה Mockumentary מוקומנטריה Mockumentary films קטגוריה:סרטים מוקומנטריים Mockumentary television series קטגוריה:סדרות מוקומנטריה Moctezuma II מוקטסומה השני Mod מוד Mod תבנית:Mod Modafinil מודפיניל Modal מודל Modal jazz ג'אז מודאלי Modal logic לוגיקה מודלית Modal particle מילית מודלית Modal voice הרגיסטר המודאלי Modchip Modchip Modding מודינג Mode מודוס Mode שכיח Modeh Ani מודה אני Model דוגמנות Model מודל Model 3107 chair כיסא מס' 7 Model United Nations מודל האו"ם Model aircraft טיסנאות Model of computation מודל חישובי Model organism אורגניזם מודל Model organisms קטגוריה:אורגניזם מודל Model theory תורת המודלים Modeling קטגוריה:דוגמנות Modeling agencies קטגוריה:סוכני דוגמנים Model–view–controller Model View Controller Model–view–viewmodel MVVM Modem מודם Modena מודנה Modena F.C. מודנה Modena F.C. players קטגוריה:כדורגלני מודנה Moder מודר Moderate Party המפלגה השמרנית Modern Age of Comic Books העידן המודרני של הקומיקס Modern Arnis ארניס Modern Culinary History הנדסת מזון Modern Defense הגנה מודרנית Modern Family משפחה מודרנית Modern Greek יוונית מודרנית Modern Greek-language singers קטגוריה:זמרים השרים ביוונית Modern Guilt Modern Guilt Modern Hebrew עברית ישראלית Modern Hebrew grammar דקדוק עברי Modern Hebrew phonology הגיית העברית Modern Hebrew verb conjugation בניינים בעברית Modern Hebrew writers קטגוריה:סופרים עבריים Modern Israeli Hebrew קטגוריה:עברית ישראלית Modern Jazz Quartet רביעיית הג'אז המודרני Modern Orthodox Judaism אורתודוקסיה מודרנית Modern Paganism נאו-פגניות Modern Talking Modern Talking Modern Times זמנים מודרניים Modern architecture אדריכלות מודרנית Modern art אמנות מודרנית Modern art קטגוריה:יצירות אמנות מודרניסטיות Modern art museums קטגוריה:מוזיאונים לאמנות מודרנית Modern attempts to revive the Sanhedrin חידוש הסמיכה Modern dance מחול מודרני Modern dance קטגוריה:מחול מודרני Modern evolutionary synthesis הסינתזה האבולוציונית המודרנית Modern flat Earth societies אגודת הארץ השטוחה Modern history העת החדשה Modern history קטגוריה:העת החדשה Modern literature קטגוריה:ספרות של העת החדשה Modern obsolete currencies קטגוריה:מטבעות שיצאו משימוש Modern painters קטגוריה:ציירים מודרניים Modern paintings קטגוריה:ציור מודרניסטי Modern pentathletes קטגוריה:מתחרים בקרב חמש מודרני Modern pentathlon קטגוריה:קרב חמש מודרני Modern pentathlon קרב חמש מודרני Modern pentathlon at the Summer Olympics קרב חמש מודרני במשחקים האולימפיים Modern physics פיזיקה מודרנית Modern portfolio theory התאוריה המודרנית של תיקי השקעות Modern sculptors קטגוריה:פסלים מודרניים Modernism מודרניזם Modernism מוזיקה קלאסית בתקופה המודרנית Modernism קטגוריה:מודרניזם Modernisme מודרניזם קטלאני Modernisme קטגוריה:מודרניסטה Modernist architects קטגוריה:אדריכלים מודרניסטים Modernist architecture קטגוריה:אדריכלות מודרנית Modernist poetry שירה מודרנית Modernity מודרניות Modernization theory תאוריית המודרניזציה Modest Mussorgsky מודסט מוסורגסקי Modesty צניעות Modi Alon מודי אלון Modi'in Central Railway Station תחנת הרכבת מודיעין מרכז Modi'in Illit מודיעין עילית Modi'in-Maccabim-Re'ut מודיעין-מכבים-רעות Modi'in-Maccabim-Re'ut קטגוריה:מודיעין Modibo Keïta מודיבו קייטה Modibo Maïga מודיבו מאיגה Modified Newtonian dynamics דינמיקה ניוטונית מתוקנת Modified Yellowdog Updater YUM Modigliani מודיליאני Modu מודו Modular Airborne FireFighting System מערכת מודולרית מוטסת לכיבוי שריפות Modular arithmetic חשבון מודולרי Modular connector RJ-45 Modular form תבנית מודולרית Modular multiplicative inverse הופכי כפלי מודולרי Modular origami אוריגמי מודולרי Modular programming מודול Modularity מודולריות Modularity theorem משפט טניאמה-שימורה Modulation אפנון Modulation מודולציה Module מודול Module theory קטגוריה:תורת המודולים Modus Vivendi/Arabic Alphabet אלפבית ערבי Modus operandi מודוס אופרנדי Modus ponens מודוס פוננס Modus tollens מודוס טולנס Modus vivendi מודוס ויוונדי Mody Kidon מודי כידון Modzitz חסידות מודז'יץ Moe Howard מו הווארד Moe Szyslak מו סיזלאק Moebius מביוס Moed סדר מועד Moeng משתמש:Moeng Moenkopi Formation תצורת מואנקופי Moeritherium מריתריום Moesia מואסיה Moetzes Gedolei HaTorah מועצת גדולי התורה Moetzes Gedolei HaTorah קטגוריה:מועצת גדולי התורה Moetzet Chachmei HaTorah מועצת חכמי התורה Moetzet Chachmei HaTorah קטגוריה:חברי מועצת חכמי התורה של ש"ס Mofa Ha'arnavot Shel Dr. Kasper מופע הארנבות של ד"ר קספר Mofet Institute מכון מופ"ת Mofletta מופלטה Mogadishu מוגדישו Mogao Caves מערות מוגאו Mogielnica מוגיילניצה Mogilev מוהילב Mogilev Governorate פלך מוהילב Mogilev Region מוהילב Mogilev Region קטגוריה:מחוז מוהילב Mogocha מוגוצ'ה Mogollon Rim שולי מגיון Mogons מוגונס Mohamad Chatah מוחמד שטח Mohamed Abdel Ghani el-Gamasy מוחמד עבד אל-ע'ני אל-גמאסי Mohamed Aboutrika מוחמד אבו טריקה Mohamed Al-Deayea מוחמד אל דאייה Mohamed Allek מוחמד אלק Mohamed Atta מוחמד עטא Mohamed Bouazizi מוחמד בועזיזי Mohamed ElBaradei מוחמד אל-בראדעי Mohamed Fareed מוחמד פריד תוהאמי Mohamed Fawzi מוחמד פאוזי Mohamed Ghannouchi מוחמד ע'אנושי Mohamed Hamaki מוחמד חמאקי Mohamed Hassanein Heikal מוחמד חסנין הייכל Mohamed Hussein Tantawi מוחמד חוסיין טנטאווי Mohamed Kamara מוחמד קמארה Mohamed Kamel Amr מוחמד כאמל עמר Mohamed Latif מוחמד לטיף Mohamed Morsi מוחמד מורסי Mohamed Nafa מוחמד נפאע Mohamed Nasheed מוחמד נשיד Mohamed Raafat Shehata מוחמד ראפת שחאתה Mohamed Said Ramadan Al-Bouti מוחמד סעיד רמדאן אל-בוטי Mohamed Salah מוחמד סלאח Mohamed Sissoko מוחמד סיסוקו Mohamed Zidan מוחמד זידאן Mohammad Bakri מוחמד בכרי Mohammad Barakeh מוחמד ברכה Mohammad Daoud Al-Abbasi מוחמד דאוד Mohammad Ghadir מוחמד גדיר Mohammad Hussein Fadlallah מוחמד חוסיין פדלאללה Mohammad Javad Zarif מוחמד ג'וואד זריף Mohammad Khatami מוחמד ח'אתמי Mohammad Mosaddegh מוחמד מוסאדק Mohammad Nosrati מוחמד נוסרתי Mohammad Reza Mirzaei מוחמד רזה מירזאי Mohammad Reza Pahlavi מוחמד רזא שאה פהלווי Mohammad adil/sandbox10 אבו בכר Mohammad adil/sandbox1555 קרב הירמוך Mohammad adil/sandbox17 קרב אל-קאדסיה Mohammad adil/sandbox3 קרב ירמוך Mohammad adil/sandbox35435 קרב הירמוך Mohammad adil/sandbox8524 קרב אל-קאדסיה Mohammad adil/sandbox854555 עומר בן אל-ח'טאב Mohammad adil/sandbox8855 קרב זאמה Mohammad al-Shaar מוחמד איברהים אל-שעאר Mohammad bin Salman Al Saud מוחמד בן סלמאן אל סעוד Mohammad-Ali Rajai מוחמד עלי רג'אי Mohammadou Idrissou מוהמדו אידריסו Mohammed Abdel Wahab מוחמד עבד אל-והאב Mohammed Aly Fahmy מוחמד עלי פהמי Mohammed Assaf מוחמד עסאף Mohammed Badie מוחמד בדיע Mohammed Basindawa מוחמד בסינדוואה Mohammed Bassiouni מוחמד בסיוני Mohammed Dahlan מוחמד דחלאן Mohammed Dajani Daoudi מוחמד דג'אני Mohammed Deif מוחמד דף Mohammed Helmy מוחמד חילמי Mohammed Kalibat מוחמד כליבאת Mohammed Magariaf מוחמד מגריף Mohammed Miari מוחמד מיעארי Mohammed Omar מוחמד עומאר Mohammed Shabir מוחמד שביר Mohammed Tahir al-Husayni טאהר אל-חוסייני Mohammed V International Airport נמל התעופה הבינלאומי מוחמד החמישי Mohammed V of Morocco מוחמד החמישי Mohammed VI of Morocco מוחמד השישי Mohammed Younis al-Ahmed מוחמד יונס אל-אחמד Mohammed bin Jassim Al Thani מוחמד בן ג'אסם אאל ת'אני Mohammed bin Rashid Al Maktoum מוחמד בן ראשד אאל מכתום Mohammed bin Thani מוחמד בן ת'אני Mohan4designs אינפוסיס MohandesRL/SMSCOIN Smscoin Mohave people מוהאבי Mohawk hairstyle מוהיקן Mohel מוהל Mohel קטגוריה:מוהלים Mohenjo-daro מואנג'ודארו Mohit Chauhan מוהיט צ'אוהאן Mohitarora10/North Eye בורג' ח'ליפה Mohiyedine Sharif מוחי א-דין א-שריף Mohorovičić discontinuity תחום אי הרציפות מוהורוביצ'יץ' Mohr's circle מעגל מור Mohs scale of mineral hardness סולם מוס Mohs surgery ניתוח מוז Mohsen Fakhrizadeh-Mahabadi מוחסן פח'רי-זאדה Mohsen Makhmalbaf מוחסן מח'מלבאף Mohsen Rezaee מוחסן רזאי Mohyliv-Podilskyi מוהיליב-פודילסקי Mohács מוהאץ' Moi Ver משה רביב Moika Palace ארמון מויקה Moineşti מוינשט Moinești מוינשט MoiraMoira משתמש:MoiraMoira Moirai מוירה Moisei Beregovsky משה ברגובסקי Moisei Uritsky מויסיי אוריצקי Moisej Solomonovič Tejf משה טייף Moishe Broderzon משה ברודרזון Moishe Finkel משה פינקל Moishe Lowtzky משה לובצקי Moishe Oofnik מוישה אופניק Moishe Oysher משה אוישר Moishe Rosen מוישה רוזן Moishe Sternbuch משה שטרנבוך Moissanite מואסניט Moissaye Joseph Olgin משה יוסף אולגין Moisés Arias מויסס אריאס Moisés Bensabat Amzalak משה בן-שבת אמזאלג Moisés Saba משה סאבא Moisés Ville מוזסוויל Moja Republika המנון רפובליקה סרפסקה Mojang Mojang Mojave מוהאבי Mojave Desert מדבר מוהאבי Mojito מוחיטו Mojoceratops מוג'וצרטופס Mojtaba Khamenei מוג'תבא ח'אמנאי Moka pot מקינטה Moked מפלגת מוקד Mokhtar Belmokhtar מוכתר בלמוכתר Mokosh מוקוש Mol מול Mola מולה Molad מולד הלבנה Molad: The Center for the Renewal of Israeli Democracy מולד - המרכז להתחדשות הדמוקרטיה Moladah מולדה Molar מולר Molar שן טוחנת Molar concentration ריכוז מולרי Molar pregnancy מולה Molasse מולאס Molasses דבשה Mold עובש Moldavia קטגוריה:נסיכות מולדובה Moldavian Autonomous Soviet Socialist Republic מולדובה Moldavian Democratic Republic הרפובליקה הדמוקרטית המולדובנית Moldavian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית המולדובנית Molde FK מולדה Molde FK players קטגוריה:כדורגלני מולדה Moldova מולדובה Moldova קטגוריה:מולדובה Moldova Bender טיגינה Moldova at the Olympics מולדובה במשחקים האולימפיים Moldova at the Paralympics מולדובה במשחקים הפאראלימפיים Moldova in the Eurovision Song Contest מולדובה באירוויזיון Moldova national basketball team נבחרת מולדובה בכדורסל Moldova national football team נבחרת מולדובה בכדורגל Moldovan National Division ליגת העל המולדובית Moldovan artists קטגוריה:אמנים מולדובנים Moldovan culture קטגוריה:מולדובה: תרבות Moldovan diplomats קטגוריה:דיפלומטים מולדובנים Moldovan footballers קטגוריה:כדורגלנים מולדובים Moldovan language מולדובנית Moldovan leu לאו מולדובני Moldovan music קטגוריה:מוזיקה מולדובנית Moldovan musicians קטגוריה:מוזיקאים מולדובנים Moldovan people קטגוריה:מולדובנים Moldovan politicians קטגוריה:פוליטיקאים מולדובנים Moldovan singers קטגוריה:זמרים מולדובנים Mole חפרפרת Mole מול Mole Antonelliana מולה אנטונליאנה Mole Day יום מול Mole cricket ערצביים Mole salamander סלמנדרות חפרפרת Mole salamanders קטגוריה:אמביסטומיים Mole sauce מולה Molecular biologists קטגוריה:ביולוגים מולקולרים Molecular biology ביולוגיה מולקולרית Molecular biology קטגוריה:ביולוגיה מולקולרית Molecular clock שעון מולקולרי Molecular configuration קונפיגורציה מולקולרית Molecular gastronomy גסטרונומיה מולקולרית Molecular gastronomy קטגוריה:המטבח המולקולרי Molecular genetics קטגוריה:גנטיקה מולקולרית Molecular geometry מבנה מולקולרי Molecular machine מכונה מולקולרית Molecular motor מנוע מולקולרי Molecular orbital אורביטל מולקולרי Molecular physics פיזיקה מולקולרית Molecular solid גביש מולקולרי Molecular vibration ויברציה של מולקולה Molecule מולקולה Moledet מולדת Molepolole מולפולולה Molina מולינה Molina de Segura מולינה דה סגורה Molina's hog-nosed skunk בואש חוטמני מוליני Molise מוליזה Molise קטגוריה:מוליזה Molière מולייר Molière תבנית:מולייר Molière Award פרס מולייר Mollie Sugden מולי סאגדן Mollusc shell קונכייה Mollusca רכיכות Molluscs קטגוריה:רכיכות Molly Bloom מולי בלום Molly Hayes מולי הייז Molly Malone מולי מלון Molly Picon מולי פיקון Molly Ringwald מולי רינגוולד Molly Sims מולי סימס Molly Sweeney מולי סוויני Molly house בית מולי Mollymawk אלבטרוס שחפי Molniya orbit מסלול מולניה Moloch מולך Mologa מולוגה Molokai מולוקאי Moloko מולוקו Molossoid and Swiss Mountain Dog Group FCI Pinscher and Schnauzer דמויי הדוגה וכלבי ההרים השווייצריים של הפדרציה הבינלאומית לכלבנות קבוצת הפינצ'ר והשנאוצר Molotov מולוטוב Molotov Line קו מולוטוב Molotov cocktail בקבוק תבערה Molotov–Ribbentrop Pact הסכם ריבנטרופ-מולוטוב Molsheim מולצהיים Molten Sea ים הנחושת Molten chocolate cake עוגת שוקולד מותך Moltke מולטקה Moluccan megapode דגרתל וואלאס Moluccella בר-גביע Molybdenum מוליבדן Molėtai District Municipality מולייטי Mom מאם Mom ממי Moma מומה Mombasa מומבסה Momchilgrad מומצ'ילגראד Moment מומנט Moment 4 Life Moment 4 Life Moment curve עקום המומנטים Moment magnitude scale סולם מגניטודה לפי מומנט Moment of Glory Moment of Glory Moment of Glory - Scorpions.jpg תמונה:ScorpionsMomentofGlory.jpg Moment of inertia מומנט התמד Moment of inertia factor מומנט התמד פולרי מנורמל Moment of silence דקת דומייה Moment-generating function פונקציה יוצרת מומנטים Momentum תנע Mommie Schwarz מומי שוורץ Momo מומו Momodou Ceesay מומודו סיסאי Momoiro Clover Z מומואירו קלובר Z Momordica לעוסית Momordica balsamina לעוסית מטפסת Momordica charantia מלון מר Moms Mabley מאמס מייבלי Momus מומוס Mon מון Mona מונה Mona Eltahawy מונה אלטחאווי Mona Grudt מונה גרודט Mona Hatoum מונה חאטום Mona Juul מונה יול Mona Lisa מונה ליזה Mona Lisa Smile חיוך של מונה ליזה Mona May Karff מונה מיי קארף Mona Sahlin מונה סהלין MonaVie מונה-וי Monaam Elabed מונעם אל-עבד Monaco מונאקו Monaco קטגוריה:מונאקו Monaco at the Olympics מונאקו במשחקים האולימפיים Monaco in the Eurovision Song Contest מונאקו באירוויזיון Monaco national football team נבחרת מונאקו בכדורגל Monad מונאדה Monadnock Building בניין מונדנוק Monagas מונגס Monaghan מונאהן Monarch מונרך Monarch Airlines מונרך איירליינס Monarch butterfly דנאית מלכותית Monarchist Party מפלגת המונרכיה של רוסיה Monarchs קטגוריה:מלכים Monarchs of Armenia קטגוריה:מלכי ארמניה Monarchs of Cornwall קטגוריה:מלכי קורנוול Monarchs of Denmark תבנית:מלכי דנמרק Monarchs of France תבנית:מלכי צרפת Monarchs of Georgia קטגוריה:מלכי גאורגיה Monarchs of Naples קטגוריה:מלכי נאפולי Monarchs of Persia קטגוריה:מלכי פרס Monarchs of Poland תבנית:מלכי פולין Monarchs of the Bulgars קטגוריה:שליטים בולגרים Monarchs of the Hebrew Bible קטגוריה:מלכים בתנ"ך Monarchs of the Kingdom of the Two Sicilies קטגוריה:מלכי שתי הסיציליות Monarchs who abdicated קטגוריה:מונרכים שוויתרו על כסאם Monarchy מונרכיה Monarchy קטגוריה:מלוכה Monarchy in Australia קטגוריה:בית המלוכה של אוסטרליה Monarchy in Canada קטגוריה:המלוכה הקנדית Monarchy in New Zealand קטגוריה:בית המלוכה של ניו זילנד Monarchy in the Cook Islands המלוכה של איי קוק Monarchy of Australia המלוכה האוסטרלית Monarchy of Canada המלוכה הקנדית Monarchy of New Zealand המלוכה של ניו זילנד Monarchy of Norway המלוכה הנורווגית Monarchy of Sweden המונרכיה השוודית Monarchy of the United Kingdom המלוכה הבריטית Monarda didyma ברגמוט Monash University אוניברסיטת מונש Monasteries קטגוריה:מנזרים Monasteries in Moscow קטגוריה:מוסקבה: מנזרים Monasteries in Russia קטגוריה:רוסיה: מנזרים נוצריים Monastery מנזר Monastery of Martyrius מנזר מרטיריוס Monastery of Saint Saviour מנזר סן סלוודור Monastery of Santa María de Guadalupe המנזר המלכותי של סנטה מריה דה גואדלופה Monastery of St. John in the Wilderness מנזר יוחנן במדבר Monastery of the Cross מנזר המצלבה Monastery of the Temptation דיר אל-קרנטל Monasticism נזיר Monasticism קטגוריה:נזירות Monatsschrift für die Geschichte und Wissenschaft des Judenthums Monatsschrift für Geschichte und Wissenschaft des Judentums Monaural מונו Monazite מונזיט Moncalieri מונקאליירי Moncalvo מונקאלוו Moncef Marzouki מונצף מרזוקי Moncton מונקטון Mond מונד MondalorBot משתמש:MondalorBot Monday יום שני Monday Songs Monday Songs Monde מונד Mondor's disease מחלת מונדור Mondragon Corporation תאגיד מונדרגון Monegasque culture קטגוריה:מונאקו: תרבות Monegasque people קטגוריה:מונגאסקים Monegasque sportspeople קטגוריה:מונאקו: ספורטאים Monemvasia מונמבסיה Monet Mazur מונה מזור Monetarism מוניטריזם Monetary and fiscal policy of Japan המדיניות הפיסקלית והמוניטרית של יפן Monetary policy מדיניות מוניטרית Money Money Money כסף Money Money Money Money Money Money Money Monster מפלצת הכסף Money changer חלפנות כספים Money for Nothing Money for Nothing Money illusion אשליית כסף Money laundering הלבנת הון Money management ניהול כספים Money market שוק הכסף Money market fund קרן כספית Money supply היצע כסף Moneyball מאניבול Moneylender הלוואה בריבית Monfalcone מונפאלקונה Monfort Ma'alot מונפורט מעלות Mongalla gazelle צבי מונגאלה MongoDB MongoDB Mongol Empire האימפריה המונגולית Mongol Empire קטגוריה:האימפריה המונגולית Mongol bow קשת מונגולית Mongol conquest of Khwarezmia הפלישה המונגולית לאזור הים הכספי Mongol dynasties קטגוריה:שושלות מונגוליות Mongol invasion of Europe הפלישה המונגולית לאירופה Mongol invasion of Rus' רוסיה בעת הכיבוש המונגולי Mongol invasions of Georgia הפלישה המונגולית לגאורגיה Mongol invasions of Japan הפלישות המונגוליות ליפן Mongol khans קטגוריה:חאנים Mongol raids into Palestine פשיטות המונגולים לארץ ישראל Mongolia מונגוליה Mongolia קטגוריה:מונגוליה Mongolia FA.png תמונה:100px-Mongolia FA.gif Mongolia at the Olympics מונגוליה במשחקים האולימפיים Mongolia at the Paralympics מונגוליה במשחקים הפאראלימפיים Mongolia national football team נבחרת מונגוליה בכדורגל Mongolia stubs קטגוריה:קצרמר מונגוליה Mongolia templates קטגוריה:תבניות ניווט - מונגוליה Mongolian People's Party המפלגה המהפכנית העממית של מונגוליה Mongolian culture קטגוריה:מונגוליה: תרבות Mongolian death worm תולעת המוות המונגולית Mongolian gazelle צבי יעלי מונגולי Mongolian language מונגולית Mongolian military personnel קטגוריה:אנשי צבא מונגולים Mongolian people קטגוריה:מונגולים Mongolian politicians קטגוריה:פוליטיקאים מונגולים Mongolian script כתב מונגולי Mongolian tögrög טוגרוג Mongolic languages קטגוריה:שפות מונגוליות Mongols מונגולים Mongoose נמייתיים Mongooses קטגוריה:נמייתיים Mongslaw/draft amino acid chelate בוראט Mongul מונגול Moni Fanan מוני פנאן Moni Moshonov מוני מושונוב Moni Naor מוני נאור Moni Ovadia מוני עובדיה Monic polynomial פולינום מתוקן Monica Bellucci מוניקה בלוצ'י Monica Geller מוניקה גלר Monica Huggett מוניקה האגט Monica Lewinsky מוניקה לווינסקי Monica Potter מוניקה פוטר Monica Rambeau פולסר Monica Seles מוניקה סלש Monica Sex מוניקה סקס Monica Vitti מוניקה ויטי Monica.navas Jose Zarate Monika Kuszyńska מוניקה קושינסקה Monika Schnarre מוניקה שנארה Monika Soćko מוניקה סוצ'קו Monika Zehrt מוניקה צרט Moniqua Roberts/sandbox דומיטיאנוס Monique Haas מוניק האס Monique Wittig מוניק ויטיג Monism מוניזם Monistritch חסידות מונסטריץ' Monito del monte מוניטו דל מונטה Monitor מוניטור Monitor lizard כוח Monitorial System בית ספר מוניטוריאלי Moniz מוניז Monk מונק Monk נזיר Monk parakeet דררה אפורת-לחי Monk seal כלב ים נזירי Monkey קופים Monkey Island אי הקופים Monkey Island 2: LeChuck's Revenge אי הקופים 2: נקמתו של לה צ'אק Monkey Jungle ג'ונגל הקופים Monkey saddle אוכף של קוף Monkey's fist אבטחת אגרוף קוף Monks קטגוריה:נזירים Monmouth מונמות' Monmouth Rebellion מרד מונמות' Monnett Bain Davis מונט ביין דייוויס Mono מונו Mono no aware מונו נו אווארה Monoamine neurotransmitter מונואמינים Monoamine oxidase מונואמין אוקסידאז Monoamine oxidase inhibitor מעכב מונואמין אוקסידאז Monobactam מונובקטם Monobaz II מונבז השני Monocentridae מגינוניים Monocentridae קטגוריה:מגינוניים Monoceros חד-קרן Monoceros קטגוריה:קבוצת הכוכבים חד-קרן Monochord מונוקורד Monochrome מונוכרומטיות Monocirrhus polyacanthus דג עלה אמזוני Monocle מונוקל Monocline מונוקלינה Monoclinic crystal system המערכת הגבישית המונוקלינית Monoclonal antibody נוגדנים חד-שבטיים Monoclonius מונוקלוניוס Monocots קטגוריה:חד פסיגיים Monocotyledon חד-פסיגיים Monoculture מונוקולטורה Monocyte מונוציט Monod-Wyman-Changeux model מודל MWC Monodontidae חדשיניים Monodontidae קטגוריה:חדשיניים Monody מונודיה Monogamy מונוגמיה Monoglyceride מונוגליצריד Monogram מונוגרמה Monograph מונוגרפיה Monoid מונואיד Monolatrism מונולטריזם Monolingualism חד-לשוניות Monolith מונולית Monolith Productions Monolith Productions Monolith of Silwan קבר בת פרעה Monologue מונולוג Monologues קטגוריה:מונולוגים Monomer מונומר Monomers קטגוריה:מונומרים Monomial מונום Monomorium מורית Monomyth מסע הגיבור Monophony מונופוניה Monophyly מונופילטיות Monophysitism מונופיזיטיזם Monopole antenna אנטנת מונופול Monopoli מונופולי Monopolies קטגוריה:מונופולים Monopolistic competition תחרות מונופוליסטית Monopoly מונופול Monopoly קטגוריה:מונופול Monopsony מונופסון Monopulse radar מכ"ם מונופולס Monorail מונורייל Monosaccharide חד-סוכר Monosexuality מונוסקסואליות Monosodium glutamate מונוסודיום גלוטמט Monosomy מונוזומיה Monospaced font גופן ברוחב אחיד Monotheism מונותאיזם Monotheism קטגוריה:דתות מונותאיסטיות Monothelitism מונותליטיזם Monotone class theorem מחלקה מונוטונית Monotone convergence theorem משפט ההתכנסות המונוטונית Monotones חדגוניים Monotonic function פונקציה מונוטונית Monotremata תבנית:בעלי ביב Monotreme בעלי ביב Monotremes קטגוריה:בעלי ביב Monotropa uniflora מונוטרופה אוניפלורה Monotypic bird genera קטגוריה:עופות יחידים בסוגם Monotypic genera קטגוריה:סוג ומין יחיד Monotypic mammal genera קטגוריה:יונקים יחידים בסוגם Monotypic plant genera קטגוריה:צמחים יחידים בסוגם Monotypic reptile genera קטגוריה:זוחלים יחידים בסוגם Monotypic taxon טקסון מונוטיפי Monowitz concentration camp אושוויץ מונוביץ Monreale מונריאלה Monroe מונרו Monroe Beardsley מונרו קרטיס ברדסלי Monroe County מחוז מונרו Monroe Doctrine דוקטרינת מונרו Monrovia מונרוביה Monrovia קטגוריה:מונרוביה Mons מונס Mons Meg מונס מג Mons pubis כף הערווה Monsanto מונסנטו Monselice מונסליצ'ה Monsieur Chouchani מר שושני Monsieur Klein מר קליין Monsieur Verdoux מסייה ורדו Monsignor Quixote מונסיניור קיחוטה Monsoon מונסון Monsta X Monsta X Monster Monster Monster מונסטר Monster מפלצות Monster מפלצות וחיות אגדיות Monster Energy מונסטר Monster movies קטגוריה:סרטי מפלצות Monster's Ball מונסטר בול Monstercat Monstercat Monsters University בית ספר למפלצות Monsters vs. Aliens מפלצות נגד חייזרים Monsuno מונסונו Mont Abourasséin הר אבורסיין Mont Blanc מון בלאן Mont Blanc Tunnel מנהרת המון בלאן Mont Saint-Hilaire הר סנט-אילר Mont Saint-Michel מון-סן-מישל Mont Ventoux מון ונטו Monta Ellis מונטה אליס Montagnana Villa Pisani וילה פיזאני Montagu מונטגיו Montague Island מונטגיו Montagues and Capulets מחול האבירים Montana מונטנה Montana קטגוריה:מונטנה Montana תבנית:מונטנה Montana Billings בילינגס Montana Helena הלנה Montana Missoula מיזולה Montana Province מונטנה Montana-class battleship אוניות המערכה מסדרת מונטנה Montanism מונטניזם Montauk Building בניין מונטאוק Monte Carlo מונטה קרלו Monte Carlo method שיטת מונטה קרלו Monte Cassino מונטה קאסינו Monte Cristo sandwich כריך מונטה כריסטו Monte Hacho הר אצ'ו Monte Mario מונטה מריו Monte Pascoal הר פסקואל Monte San Giorgio סן ג'ורג'ו Monte Subasio מונטה סובסיו Monte Titano הר טיטאנו Monte Verde מונטה ורדה Monte-Carlo Philharmonic Orchestra התזמורת הפילהרמונית של מונטה קרלו Montecristo מונטקריסטו Montefiore מונטיפיורי Montefiore Cemetery בית הקברות מונטיפיורי Montefiore Synagogue בית הכנסת מונטיפיורי Montefiore Windmill טחנת הרוח במשכנות שאננים Montegiardino מונטג'ארדינו Montego Bay מונטיגו ביי Montegranaro מונטגרנרו Montel's theorem משפט מונטל Montelukast מונטלוקאסט Montenegrin Basketball Cup הגביע המונטנגרי בכדורסל Montenegrin Cup הגביע המונטנגרי Montenegrin First League ליגת העל של מונטנגרו Montenegrin basketball players קטגוריה:כדורסלנים מונטנגרים Montenegrin culture קטגוריה:מונטנגרו: תרבות Montenegrin footballers קטגוריה:כדורגלנים מונטנגרים Montenegrin language מונטנגרית Montenegrin people קטגוריה:מונטנגרים Montenegrin politicians קטגוריה:פוליטיקאים מונטנגרים Montenegrin sportspeople קטגוריה:ספורטאים מונטנגרים Montenegro מונטנגרו Montenegro קטגוריה:מונטנגרו Montenegro Airlines מונטנגרו איירליינס Montenegro Bar בר Montenegro at the Olympics מונטנגרו במשחקים האולימפיים Montenegro at the Paralympics מונטנגרו במשחקים הפאראלימפיים Montenegro in the Eurovision Song Contest מונטנגרו באירוויזיון Montenegro international footballers קטגוריה:כדורגלני נבחרת מונטנגרו Montenegro men's national water polo team נבחרת מונטנגרו בכדורמים Montenegro national basketball team נבחרת מונטנגרו בכדורסל Montenegro national football team נבחרת מונטנגרו בכדורגל Montenegro templates קטגוריה:תבניות ניווט - מונטנגרו Montepulciano מונטפולצ'אנו Monterey מונטריי Monterey Bay מפרץ מונטריי Monterey Canyon קניון מונטריי Monterozzi necropolis הנקרופוליס בטרקוויניה Monterrey מונטריי Montes Riphaeus הרי ריפאאוס Montesilvano מונטסילבנו Montesquieu מונטסקייה Montessori education שיטת מונטסורי Monteverdi Choir מקהלת מונטוורדי Montevideo מונטווידאו Montevideo קטגוריה:מונטווידאו Montevideo Convention אמנת מונטווידאו Montezuma's Daughter בת מונטסומה Montezuma's Revenge נקמתו של מונטזומה Montezuma's revenge נקמתו של מונטזומה Montfichet's Tower טירת מונטפיצ'ט Montfort מונפור Montfort Castle מונפור Montgolfier brothers האחים מונגולפייה Montgomery מונטגומרי Montgomery Clift מונטגומרי קליפט Montgomery County מחוז מונטגומרי Montgomery bus boycott חרם האוטובוסים של מונטגומרי Month חודש Monthey מונטה Months קטגוריה:חודשים לועזיים Months of the Hebrew calendar קטגוריה:חודשים עבריים Monti מונטי Monticellite מונטיצ'ליט Monticello מונטיצ'לו Montjuïc מונז'ואיק Montmartre מונמארטר Montmartre קטגוריה:מונמארטר Montmartre Cemetery בית הקברות של מונמארטר Montmorency מונמורנסי Montmorillonite מונטמורילוניט Montparnasse מונפרנאס Montparnasse Cemetery בית הקברות מונפרנאס Montpelier מונפלייה Montpellier מונפלייה Montpellier HSC מונפלייה Montpellier HSC players קטגוריה:כדורגלני מונפלייה Montrachet מונראשה Montreal מונטריאול Montreal מונראל Montreal קטגוריה:מונטריאול Montreal Biosphère הביוספירה של מונטריאול Montreal Canadiens מונטריאול קנדיאנס Montreal Forum מונטריאול פורום Montreal Impact מונטריאול אימפקט Montreal Impact players קטגוריה:כדורגלני מונטריאול אימפקט Montreal Protocol פרוטוקול מונטריאול Montreal Symphony Orchestra התזמורת הסימפונית של מונטריאול Montreal World Film Festival פסטיבל הסרטים הבינלאומי במונטריאול Montreux מונטרה Montreux Jazz Festival פסטיבל הג'אז במונטרה Montréal–Mirabel International Airport נמל התעופה הבינלאומי מונטריאול מירבל Montserrat מונטסראט Montserrat קטגוריה:מונטסראט Montserrat Abelló i Soler מונסראט אביו אי סולר Montserrat Caballé מונסראט קאבאייה Montserrat Plymouth פלימות' Montserrat Roig מונסראט רוץ' Montserrat national football team נבחרת מונטסראט בכדורגל Monty Hall מונטי הול Monty Hall problem בעיית מונטי הול Monty Norman מונטי נורמן Monty Python מונטי פייתון Monty Python קטגוריה:מונטי פייתון Monty Python תבנית:מונטי פייתון Monty Python Live at the Hollywood Bowl מונטי פייתון בהופעה חיה בהוליווד בוול Monty Python Sings שירי מונטי פייתון Monty Python and the Holy Grail מונטי פייתון והגביע הקדוש Monty Python's Flying Circus הקרקס המעופף של מונטי פייתון Monty Python's Life of Brian בריאן כוכב עליון Monty Python's The Meaning of Life טעם החיים Monument מונומנט Monument Valley מוניומנט ואלי Monument to Minin and Pozharsky אנדרטת מינין ופוז'ארסקי Monument to the Bandeiras אנדרטת הבנדיירס Monument to the Battle of the Nations אנדרטת קרב האומות Monument to the Conquerors of Space אנדרטת כובשי החלל Monument to the Dead of World War II האנדרטה לחללי מלחמת העולם השנייה Monument to the Fallen Shipyard Workers of 1970 האנדרטה לזכר חללי פועלי המספנות של 1970 Monument to the Ghetto Heroes האנדרטה לזכר מרד גטו ורשה Monument to the Great Fire of London האנדרטה לשריפה הגדולה של לונדון Monument to the Negev Brigade אנדרטת חטיבת הנגב Monument to the Women of World War II האנדרטה לנשות מלחמת העולם השנייה Monumental Axis הציר המונומנטלי Monumental columns קטגוריה:עמודי הנצחה Monuments and memorials קטגוריה:אנדרטאות Monuments and memorials by country קטגוריה:אנדרטאות לפי מקום Monuments and memorials by person קטגוריה:הנצחת אישים Monuments and memorials in Belgium קטגוריה:בלגיה: אנדרטאות Monuments and memorials in Berlin קטגוריה:ברלין: אנדרטאות Monuments and memorials in France קטגוריה:צרפת: אנדרטאות Monuments and memorials in Germany קטגוריה:גרמניה: אנדרטאות Monuments and memorials in Israel קטגוריה:ישראל: אנדרטאות Monuments and memorials in London קטגוריה:לונדון: אנדרטאות Monuments and memorials in Mount Herzl קטגוריה:אנדרטאות בהר הרצל Monuments and memorials in New York קטגוריה:ניו יורק: אנדרטאות Monuments and memorials in Paris קטגוריה:פריז: אנדרטאות Monuments and memorials in Poland קטגוריה:פולין: אנדרטאות Monuments and memorials in Rome קטגוריה:רומא: אנדרטאות Monuments and memorials in Russia קטגוריה:רוסיה: אנדרטאות Monuments and memorials in Saint Petersburg קטגוריה:סנקט פטרבורג: אנדרטאות Monuments and memorials in Spain קטגוריה:ספרד: אנדרטאות Monuments and memorials in Warsaw קטגוריה:ורשה: אנדרטאות Monuments and memorials in the United Kingdom קטגוריה:בריטניה: אנדרטאות Monuments and memorials in the United States קטגוריה:ארצות הברית: אנדרטאות Monumentum Adulitanum מונומנטום אדוליטנום Monza מונצה Monzón מונסון Monégasque dialect מונגאסקית Mood מצב רוח Mood disorder הפרעה אפקטיבית Mood disorders קטגוריה:הפרעות אפקטיביות Mood ring טבעת מצב רוח Mood stabilizer מייצבי מצב רוח Mood stabilizers קטגוריה:תרופות מייצבות מצב רוח Mood swing אפקט לבילי Moodle Moodle Moody chart דיאגרמת מודי Moody's Corporation מודי'ס Moody's Investors Service מודי'ס Mooji מוג'י Mookie Blaylock מוקי בליילוק Mooma artist תבנית:Mooma Moomin המומינים Moomin World פארק עולם המומינים Moomin characters קטגוריה:דמויות המומינים Moomin comic strips מומינטרול Moomin series קטגוריה:המומינים Moominhouse בית המומינים Moominland Midwinter משפחת המומינים - חורף קסום Moominpappa at Sea מומינאבא והים Moomins and the Comet Chase המומינים - כוכב השביט : הסרט Moominsummer Madness קיץ מסוכן בעמק המומינים Moomintroll מומינטרול Moominvalley מוזיאון עמק המומינים Moominvalley עמק המומינים Moominvalley in November עמק המומינים בנובמבר Moon הירח Moon ירח Moon קטגוריה:הירח Moon Geun-young מון גון-יונג Moon Impact Probe MIP Moon Knight מון נייט Moon River Moon River Moon River מון ריוור Moon bridge גשר סהר Moon illusion אשליית הירח Moon landing conspiracy theories תאוריית הקשר על זיוף הנחיתה על הירח Moon rock סלע ירח Moonchild In the Court of the Crimson King#Moonchild Moondragon מונדרגון Moonflower Moonflower Mooning מונינג Moonlight Sinatra Moonlight Sinatra Moonlighting בלשים בלילה Moonmadness Moonmadness Moonraker מונרייקר Moonriddengirl/CCI 'bot stalk report/6000 מליסה בלוט Moonrise Kingdom ממלכת אור הירח Moons קטגוריה:ירחים Moons of Haumea קטגוריה:ירחי האומיה Moons of Jupiter ירחי צדק Moons of Jupiter קטגוריה:ירחי צדק Moons of Jupiter תבנית:ירחי צדק Moons of Mars קטגוריה:ירחי מאדים Moons of Neptune קטגוריה:ירחי נפטון Moons of Pluto קטגוריה:ירחי פלוטו Moons of Saturn ירחי שבתאי Moons of Saturn קטגוריה:ירחי שבתאי Moons of Saturn תבנית:ירחי שבתאי Moons of Uranus קטגוריה:ירחי אורנוס Moonsorrow מונסורוו Moonspell מונספל Moonstone מונסטון Moonstruck מוכת ירח Moonwalker סהרורי Moore plane מישור מור Moore's law חוק מור Moorhen סופית Moorish Gibraltar גיברלטר המוסלמית Moors מורים Moors murders רציחות המור Moose אייל קורא Moovit Moovit Mop סמרטוט Moqueca מוקקה Mor Altshuler מור אלטשולר Mor Karbasi מור קרבסי Moraceae קטגוריה:תותיים Moraceae תותיים Morag מורג Morag Hood מורג הוד Moraine מורנה Moral מוסר השכל Moral absolutism אבסולוטיזם מוסרי Moral development התפתחות מוסרית Moral economy כלכלה מוסרית Moral hazard סיכון מוסרי Moral luck מזל מוסרי Moral nihilism ניהיליזם מוסרי Moral panic פאניקה מוסרית Moral philosophers קטגוריה:פילוסופים של המוסר Moral realism ריאליזם מוסרי Moral relativism רלטיביזם מוסרי Moral responsibility אחריות אישית Moral skepticism ספקנות מוסרית Moral turpitude קלון Morales מוראלס Morality מוסר Morality play מחזה מוסר Moralzarzal מוראלסרסל Moran Atias מורן אטיאס Moran Buzovski מורן בוזובסקי Moran Lavi מורן לביא Moran Mazor מורן מזור Moran Roth מורן רוט Moran Samuel מורן סמואל Morane-Saulnier M.S.406 מוראן-סולנייה M.S. 406 Morasha מורשה Morasha סיעת מורשה Moratorium מורטוריום Moravia מוראביה Moray מוריי Moray Watson מוריי ווטסון Moray eel מורניים Morbid Angel מורביד אנג'ל Morchella גמצוץ Mordecai מרדכי Mordecai מרדכי היהודי Mordecai Ardon מרדכי ארדון Mordecai Benet מרדכי בנט Mordecai Ehrenpreis מרדכי אהרנפרייז Mordecai Kaplan מרדכי קפלן Mordecai Manuel Noah מרדכי מנואל נח Mordecai Meisel מרדכי מייזל Mordecai Richler מרדכי ריצ'לר Mordecai Seter מרדכי סתר Mordecai Yoffe מרדכי יפה Mordechai Alkahi מרדכי אלקחי Mordechai Anielewicz מרדכי אנילביץ' Mordechai Avniel מרדכי אבניאל Mordechai Bar-On מרדכי בר-און Mordechai Ben David מרדכי בן דוד Mordechai Ben-Porat מרדכי בן-פורת Mordechai Bentov מרדכי בנטוב Mordechai Bibi מרדכי ביבי Mordechai Breuer מרדכי ברויאר Mordechai Dovid Unger מרדכי דוד אונגר Mordechai Elgrably מרדכי אלגרבלי Mordechai Eliyahu מרדכי אליהו Mordechai Elon מרדכי אלון Mordechai Frizis מרדכי פריזיס Mordechai Gazit מרדכי גזית Mordechai Gebirtig מרדכי גבירטיג Mordechai Geldman מרדכי גלדמן Mordechai Gichon מרדכי גיחון Mordechai Gifter מרדכי גיפטר Mordechai Gur מרדכי גור Mordechai HaKohen of Safed מרדכי הכהן Mordechai Halperin מרדכי הלפרין Mordechai Hershman מרדכי הרשמן Mordechai Hillel Kroshnitz מרדכי קרושניץ Mordechai Hod מרדכי הוד Mordechai Ish-Shalom מרדכי איש-שלום Mordechai Kedar מרדכי קידר Mordechai Lavi מרדכי לביא Mordechai Limon מרדכי לימון Mordechai Maklef מרדכי מקלף Mordechai Mano מרדכי מנו Mordechai Mishani מרדכי משעני Mordechai Namir מרדכי נמיר Mordechai Nurock מרדכי נורוק Mordechai Ofer מרדכי עופר Mordechai Olmert מרדכי אולמרט Mordechai Omer מרדכי עומר Mordechai Oren מרדכי אורן Mordechai Piron מרדכי פירון Mordechai Rechtman מרדכי רכטמן Mordechai Rokeach מרדכי רוקח Mordechai Rotenberg מרדכי רוטנברג Mordechai Schwarcz מרדכי שוורץ Mordechai Sharabi מרדכי שרעבי Mordechai Shatner מרדכי שטנר Mordechai Shlomo Friedman מרדכי שלמה פרידמן Mordechai Shmuel Ashkenazi מרדכי שמואל אשכנזי Mordechai Spiegler מרדכי שפיגלר Mordechai Surkis מרדכי סורקיס Mordechai Tsanin מרדכי צאנין Mordechai Twersky מרדכי טברסקי Mordechai Tzipori מרדכי צפורי Mordechai Vanunu מרדכי ואנונו Mordechai Virshubski מרדכי וירשובסקי Mordechai Weingarten מרדכי וינגרטן Mordechai Yosef Leiner מרדכי יוסף ליינר Mordechai Zar מרדכי זר Mordechai Zeira מרדכי זעירא Mordechai ben Hillel מרדכי בן הלל Mordechai of Nadvorna מרדכי לייפר Mordechai-Haim Stern מרדכי-חיים שטרן Mordechaj Tenenbaum מרדכי טננבוים Mordehai Dubin מרדכי דובין Mordehai Milgrom מרדכי מילגרום Morden Hall Park פארק אחוזת מורדן Mordkhe Schaechter איציע מרדכי שכטר Mordor מורדור Mordovia מורדוביה Mordovia קטגוריה:מורדוביה Mordy מורדי More More More Monsters and Sprites More Monsters and Sprites More Rock cover.jpg Propagandhi - Less Talk תמונה:Propagandhi - Less Talk More Rock.jpg Morea מוראה Moreau מורו Morecambe and Wise מורקמב ווייז Moreh גבעת המורה Moreirense F.C. מוריירנסה Morelet's crocodile תנין מורלט Morelia מורליה Morelia פיתון עצים Morelia amethistina פיתון השיחים Morelia boeleni פיתון בולן Morelia bredli פיתון ברדלי Morelia carinata פיתון עבה קשקשים Morelia spilota פיתון השטיחים Morell מורל Morelos מורלוס Morelos Dam סכר מורלוס Morena מורנה Morena Baccarin מורנה בקארין Moreno מורנו Mores מנהג Moreshet מורשת Moresheth-Gath תל גודד Morgan מורגן Morgan De Sanctis מורגן דה סאנטיס Morgan Fairchild מורגן פיירצ'יילד Morgan Freeman מורגן פרימן Morgan Lewis מורגן לואיס Morgan Saylor מורגן סיילור Morgan Schneiderlin מורגן שניידרלין Morgan Spurlock מורגן ספורלוק Morgan Stanley מורגן סטנלי Morgan Tsvangirai מורגן צ'נגיראי Morgan le Fay מורגן לה פיי Morganatic marriage נישואים מורגנטים Morgantodd/sandbox טסטוסטרון Morgenstern מורגנשטרן Morgenthau מורגנטאו Morgenthau Plan תוכנית מורגנטאו Morgenthau Report דו"ח מורגנטאו Morges Castle טירת מורז' Morgoth מורגות' Morgue חדר מתים Mori Riyo~enwiki/Balaton אגם בלטון Moria מוריה Moriah מוריה Moriah Jerusalem Development Corporation מוריה Moriarty מוריארטי Moribito: Guardian of the Spirit מוריביטו: שומר הרוח Morihei Ueshiba מוריהי אואשיבה Morihiro Hosokawa מוריהירו הוסוקאווה Morin khuur מורין חור Morinda citrifolia נוני Moringa קטגוריה:מורינגיים Moringa oleifera מורינגה מכונפת Morioka מוריאוקה Moriori people מוריורים Moris Zano מוריס ז'אנו Morita equivalence שקילות מוריטה Moritasgus מוריטאסגוס Moritz מוריץ Moritz Bleibtreu מוריץ בלייבטרוי Moritz Cantor מוריץ קנטור Moritz Daniel Oppenheim מוריץ דניאל אופנהיים Moritz Güdemann משה גידמן Moritz Hauptmann מוריץ האופטמן Moritz Henle מוריץ הנלה Moritz Kaposi מוריץ קפושי Moritz Lazarus מוריץ לצרוס Moritz Leitner מוריץ לייטנר Moritz Lewitt מוריץ לויט Moritz Moszkowski מוריץ מושקובסקי Moritz Porges מוריץ פורגס Moritz Schlick מוריץ שליק Moritz Steinschneider משה שטיינשניידר Moritz Wahrmann מוריץ ורמן Moritz von Auffenberg מוריץ פון אופנברג Moritz von Jacobi מוריץ הרמן יעקובי Moriz Henneberger מוריץ הנברגר Morkie מורקי Morley מורלי Morlocks מורלוקים Mormon מורמון Mormon Row Historic District השורה המורמונית Mormonism קטגוריה:מורמונים Mormoopidae שפתניים Mornay sauce רוטב מורניי Morne Trois Pitons National Park הפארק הלאומי מורן טרואה פיטון Morning בוקר Morning in a Pine Forest בוקר ביער אורנים Morning sickness בחילת בוקר Morning star כוכב השחר Morningside Park פארק מורנינגסייד Moro conflict הסכסוך בדרום הפיליפינים Moro people מורו Moro reflex רפלקס מורו Moroccan Arabic ערבית מרוקאית Moroccan Goumier גומיה Moroccan Jews קטגוריה:יהודים מרוקאים Moroccan Quarter שכונת המוגרבים Moroccan athletes קטגוריה:אתלטים מרוקאים Moroccan cuisine המטבח המרוקאי Moroccan cuisine קטגוריה:המטבח המרוקאי Moroccan culture קטגוריה:מרוקו: תרבות Moroccan explorers קטגוריה:מגלי ארצות מרוקאים Moroccan football managers קטגוריה:מאמני כדורגל מרוקאים Moroccan footballers קטגוריה:כדורגלנים מרוקאים Moroccan literature ספרות מרוקאית Moroccan literature קטגוריה:ספרות מרוקאית Moroccan people קטגוריה:מרוקאים Moroccan politicians קטגוריה:פוליטיקאים מרוקאים Moroccan rabbis קטגוריה:רבנים מרוקאים Moroccan religious leaders קטגוריה:אנשי דת מרוקאים Moroccan riad ריאד מרוקאי Moroccan sportspeople קטגוריה:ספורטאים מרוקאים Moroccan writers קטגוריה:סופרים מרוקאים Morocco מרוקו Morocco קטגוריה:מרוקו Morocco Fez פס Morocco Pavilion at Epcot מרוקו Morocco Safi סאפי Morocco at the Olympics מרוקו במשחקים האולימפיים Morocco at the Paralympics מרוקו במשחקים הפאראלימפיים Morocco in the Eurovision Song Contest מרוקו באירוויזיון Morocco international footballers קטגוריה:כדורגלני נבחרת מרוקו Morocco national basketball team נבחרת מרוקו בכדורסל Morocco national football team נבחרת מרוקו בכדורגל Morocco national football team managers קטגוריה:מאמני נבחרת מרוקו בכדורגל Morocco squad 1994 FIFA World Cup תבנית:נבחרת מרוקו במונדיאל 1994 Morocco squad 1998 FIFA World Cup תבנית:נבחרת מרוקו במונדיאל 1998 Morocco stubs קטגוריה:קצרמר מרוקו Morocco templates קטגוריה:תבניות ניווט - מרוקו Moroi מורוי Moroka Swallows F.C. players קטגוריה:כדורגלני מורוקה סוואלווס Moron מורון Moronidae קטגוריה:לברקיים Moros מורוס Morotai מורוטאי Morozov מורוזוב MorphOS MorphOS Morpheme מורפמה Morpheus מורפיאוס Morphine מורפין Morphing מורפינג Morphism מורפיזם Morphisms קטגוריה:מורפיזמים Morpho peleides מורפו כחול Morphogen מורפוגן Morphogenesis מורפוגנזה Morphological Echo הד מורפולוגי Morphology מורפולוגיה Morphou Bay מפרץ גוזליורט Morpurgo מורפורגו Morris מוריס Morris Bates מוריס בייטס Morris Cohen מוריס כהן Morris Fish מוריס פיש Morris Island מוריס איילנד Morris Jacob Raphall מוריס יעקב רפאל Morris Rosenfeld מוריס רוזנפלד Morris Swadesh מוריס סוואדש Morris Talansky משה טלנסקי Morris Winchevsky מוריס וינצ'בסקי Morrison מוריסון Morrison Formation תצורת מוריסון Morrison Hotel Morrison Hotel Morrissey מוריסי Morro Castle אל מורו Morro de São Paulo מורו דה סאו פאולו Morse מורס Morse code קוד מורס Morshem משתמש:מור שמש Mort תרועת מוות Mort Drucker מורט דרוקר Mortadella מורטדלה Mortal Kombat מורטל קומבט Mortal Kombat קטגוריה:מורטל קומבט Mortal Kombat: Annihilation מורטל קומבט 2 Mortal Kombat: Conquest מורטל קומבט: כיבוש Mortality rate שיעור תמותה Mortar מלט Mortar מרגמה Mortar and pestle עלי ומכתש Mortar joint מישק Mortara case אדגרדו מורטארה Mortars קטגוריה:מרגמות Mortemia מורטמיה Morten Olsen מורטן אולסן Morten Tyldum מורטן טילדום Morten Veland מורטן ולנד Morteza Neydavoud מורתזא ניי-דאווד Mortgage bank בנק למשכנתאות Mortgage broker יועץ משכנתאות Mortgage law משכנתה Mortgage-backed security נייר ערך מגובה משכנתה Mortimer Adler מורטימר ג'. אדלר Mortise and tenon שגם ומגרעת Morton מורטון Morton Berger פרשת מורטון ברגר Morton Gould מורטון גולד Morula מורולה Morus תות Morus alba תות לבן Morus nigra תות שחור Morwen מורוון אלדוון Mos Def מוס דף Mos maiorum מנהגי אבות ברומא העתיקה Mosab Hassan Yousef מסעב חסן יוסף Mosaic פסיפס Mosaic artists קטגוריה:אמני פסיפס Mosaics קטגוריה:פסיפסים Mosasaur מוסזאוריים Mosasaurus מוזאזאורוס Moschophoros נושא העגל Moscopole ווסקופויה Moscow מוסקבה Moscow פורטל:מוסקבה Moscow קטגוריה:מוסקבה Moscow Art Theatre התיאטרון האמנותי של מוסקבה Moscow Canal תעלת מוסקבה Moscow Cathedral Square כיכר הקתדרלות Moscow Choral Synagogue בית הכנסת הכוראלי Moscow City Duma הדומה העירונית של מוסקבה Moscow City Police משטרת מוסקבה Moscow Conservatory הקונסרבטוריון של מוסקבה Moscow Conservatory קטגוריה:הקונסרבטוריון של מוסקבה Moscow Conservatory alumni קטגוריה:בוגרי הקונסרבטוריון של מוסקבה Moscow Conservatory faculty קטגוריה:סגל הקונסרבטוריון של מוסקבה Moscow Declarations הצהרת מוסקבה Moscow Does Not Believe in Tears מוסקבה אינה מאמינה בדמעות Moscow Dormition Cathedral קתדרלת העלייה לשמים Moscow Exchange בורסת מוסקבה Moscow Helsinki Group קבוצת הלסינקי Moscow Institute of Physics and Technology קטגוריה:המכון לפיזיקה וטכנולוגיה של מוסקבה Moscow Institute of Physics and Technology faculty קטגוריה:סגל המכון לפיזיקה וטכנולוגיה של מוסקבה Moscow Interbank Currency Exchange הבורסה לניירות ערך במוסקבה Moscow International Business Center מוסקבה סיטי Moscow International Film Festival פסטיבל הסרטים הבינלאומי במוסקבה Moscow Kazan Cathedral קתדרלת קאזאן Moscow Kremlin הקרמלין Moscow Kremlin קטגוריה:הקרמלין Moscow Kremlin Wall חומת הקרמלין Moscow Metro הרכבת התחתית של מוסקבה Moscow Nights לילות מוסקבה Moscow Oblast מוסקבה Moscow Oblast קטגוריה:מחוז מוסקבה Moscow Oblast Korolyov קורוליוב Moscow Pavilion ביתן מוסקבה Moscow Philharmonic Orchestra התזמורת הפילהרמונית של מוסקבה Moscow Ring Road כביש הטבעת של מוסקבה Moscow State Jewish Theatre התיאטרון היהודי הממלכתי Moscow State University אוניברסיטת מוסקבה Moscow State University faculty קטגוריה:סגל אוניברסיטת מוסקבה Moscow Trials משפטי מוסקבה Moscow Urban Forum הפורום האורבני של מוסקבה Moscow Victory Parade of 1945 מצעד הניצחון של הצבא האדום במוסקבה Moscow theater hostage crisis משבר בני הערובה בתיאטרון במוסקבה Moscow uprising of 1682 מרד 1682 Moscow-Petushki מוסקבה פטושקי Moselle מוזל Mosely מוזלי Moser מוזר Moser Channel תעלת מוזר Moses מוזס Moses משה Moses Abigdor Lichtenstadt משה אביגדור ליכטנשטאדט Moses Alashkar משה אלשקר Moses Alexander מוזס אלכסנדר Moses Capsali משה קפשאלי Moses Cohen Henriques משה כהן הנריקז Moses Elias Levy משה אליהו לוי Moses Finley מוזס פינלי Moses Gaster משה גסטר Moses Hagiz משה חגיז Moses Hess משה הס Moses Isserles רמ"א Moses Kimhi משה קמחי Moses Mabhida Stadium אצטדיון מוזס מבהידה Moses Malone מוזס מלון Moses Margolies משה זבולון מרגליות Moses Margolies משה מרגלית Moses Mendelssohn משה מנדלסון Moses Milner משה מילנר Moses Montefiore משה מונטיפיורי Moses Najara I משה נג'ארה Moses Rosen משה רוזן Moses Sachs משה זקס Moses Samuel Zuckermandl משה שמואל צוקרמנדל Moses Schorr משה שור Moses Shapira מוזס וילהלם שפירא Moses Sofer החת"ם סופר Moses Taku משה תקו Moses ben Isaac Bonems משה בן יצחק בונמש Moses ben Isaac Judah Lima משה לימא Moses ben Jacob Cordovero משה קורדובירו Moses ben Jacob of Coucy משה מקוצי Moses ben Joseph ben Merwan ha-Levi משה בן יוסף Moses ben Joseph di Trani משה מטראני Moses ben Joshua משה נרבוני Moses ben Mordecai Bassola משה באסולה Moses ben Mordecai Zacuto משה זכות Moses de León משה די לאון Moses ibn Ezra משה אבן עזרא Moses ibn Tibbon משה אבן תיבון Moses of Crete משה מכרתים Moses of Évreux תוספות איוורא#רבי משה בן רבי שניאור Moses the Lawgiver משה Mosesofmason User:Mosesofmason Mosfellsbær מוספלסבאיר Mosfilm מוספילם Mosh Ben-Ari מוש בן ארי Mosh Kashi מוש קאשי Moshav מושב Moshav shitufi מושב#מושב שיתופי Moshava מושבה Moshavei Yahdav מושבי יחדיו Moshavim קטגוריה:מושבים Moshavim Movement תנועת המושבים Moshavim movement secretaries קטגוריה:מזכירי תנועת המושבים Moshe Abeles משה אבלס Moshe Abutbul משה אבוטבול Moshe Alshich משה אלשיך Moshe Amar משה עמאר Moshe Amirav משה עמירב Moshe Arad משה ארד Moshe Arens משה ארנס Moshe Aryeh Freund משה אריה פריינד Moshe Atzmon משה עצמון Moshe Aviv Tower מגדל משה אביב Moshe Bar משה בר Moshe Bar-Asher משה בר-אשר Moshe Baram משה ברעם Moshe Barazani משה ברזני Moshe Bejski משה בייסקי Moshe Ben-Ami משה בן-עמי Moshe Ben-Ze'ev משה בן זאב Moshe Biton משה ביטון Moshe Carmel משה כרמל Moshe Castel משה קסטל Moshe Chaim Ephraim of Sudilkov משה חיים אפרים מסדילקוב Moshe Chaim Luzzatto רמח"ל Moshe Chalava משה חלאווה Moshe Cohen-Eliya משה כהן-אליה Moshe Czerniak משה צ'רניאק Moshe David Tendler משה דוד טנדלר Moshe Dayan משה דיין Moshe Dayan Center for Middle Eastern and African Studies מרכז משה דיין לחקר המזרח התיכון ואפריקה Moshe Dluznowsky משה דלוז'נובסקי Moshe Dwek משה דואק Moshe Efrati משה אפרתי Moshe Erem משה ארם Moshe Feiglin משה פייגלין Moshe Feinstein משה פיינשטיין Moshe Flimann משה פלימן Moshe Gafni משה גפני Moshe Gariani משה גריאני Moshe Gershuni משה גרשוני Moshe Gidron משה גדרון Moshe Gil משה גיל Moshe Glam משה גלאם Moshe Goshen-Gottstein משה גושן-גוטשטיין Moshe Greenberg משה גרינברג Moshe Greenwald משה גרינוולד Moshe Gueron משה גרון Moshe Hacohen משה כלפון הכהן Moshe Halberstam משה הלברשטאם Moshe Halbertal משה הלברטל Moshe Hammer משה המר Moshe Harif משה חריף Moshe Havlin משה הבלין Moshe Hillel Hirsch משה הלל הירש Moshe Hirsch משה הירש Moshe Idel משה אידל Moshe Ivgy משה איבגי Moshe Kahlon משה כחלון Moshe Kaplinsky משה קפלינסקי Moshe Karadi משה קראדי Moshe Katsav משה קצב Moshe Kelman משה קלמן Moshe Kelmer משה קלמר Moshe Kochavi משה כוכבי Moshe Kol משה קול Moshe Koppel משה קופל Moshe Koussevitzky משה קוסביצקי Moshe Kupferman משה קופפרמן Moshe Landau משה לנדוי Moshe Lazar משה לזר Moshe Leib Lilienblum משה לייב ליליינבלום Moshe Leib Rabinovich משה יהודה לייב רבינוביץ Moshe Leon משה ליאון Moshe Levi משה לוי Moshe Levinger משה לוינגר Moshe Levy משה לוי Moshe Lewin משה לוין Moshe Lugasi משה לוגסי Moshe Maimon משה מימון Moshe Mann משה מן Moshe Mano משה מנו Moshe Marzouk משה מרזוק Moshe Matalon משה מטלון Moshe Maya משה מאיה Moshe Meron משה מרון Moshe Mishaelof משה מישאלוף Moshe Mizrahi משה מזרחי Moshe Mordechai Epstein משה מרדכי אפשטיין Moshe Murro משה מורו Moshe Nativ משה נתיב Moshe Nissim משה נסים Moshe Novomeysky משה נובומייסקי Moshe Ohayon משה אוחיון Moshe Onana משה אוננה Moshe Pearlman משה פרלמן Moshe Peled משה פלד Moshe Peretz משה פרץ Moshe Prausnitz משה פראוסניץ Moshe Rachmilewitz משה רחמילביץ' Moshe Revach משה רווח Moshe Romano משה רומנו Moshe Rosenberg משה רוזנברג Moshe Rosenstein משה רוזנשטיין Moshe Rudolf Bloch משה רודולף בלוך Moshe Safdie משה ספדיה Moshe Safdie buildings קטגוריה:מבנים ואתרים שתכנן משה ספדיה Moshe Sanbar משה זנבר Moshe Sardines משה סרדינס Moshe Schick משה שיק Moshe Schneersohn משה שניאורי Moshe Schnitzer משה שניצר Moshe Selecter משה סלקטר Moshe Shahal משה שחל Moshe Shamir משה שמיר Moshe Sharett משה שרת Moshe Sharoni משה שרוני Moshe Shatzkes משה שצקס Moshe Shmuel Glasner משה שמואל גלזנר Moshe Shmuel Shapiro משה שמואל שפירא Moshe Silman משה סילמן Moshe Sinai משה סיני Moshe Smilansky משה סמילנסקי Moshe Smoira משה זמורה Moshe Sneh משה סנה Moshe Soloveichik משה סולובייצ'יק Moshe Stekelis משה שטקליס Moshe Talmon משה טלמון Moshe Teitelbaum משה טייטלבוים Moshe Theumim משה תאומים Moshe Tzadok משה צדוק Moshe Unna משה אונא Moshe Vardi משה ורדי Moshe Varon משה וארון Moshe Vilenski משה וילנסקי Moshe Wallach משה וולך Moshe Weinberg משה ויינברג Moshe Weinfeld משה ויינפלד Moshe Wertman משה ורטמן Moshe Wolman משה וולמן Moshe Ya'alon משה יעלון Moshe Yanai משה ינאי Moshe Yosef משה יוסף Moshe Yosef Mordechai Meyuchas משה יוסף מרדכי מיוחס Moshe Zakai משה זכאי Moshe Zar משה זר Moshe Ze'ev Feldman משה זאב פלדמן Moshe Zemer משה זמר Moshe Ziffer משה ציפר Moshe Zilberg משה זילברג Moshe Zimmermann משה צימרמן Moshe Zorman משה זורמן Moshe Zvi Segal משה צבי סגל Moshe ben Mordechai Galante משה גלנטי Moshe ben Yonatan Galante משה גלנטי Moshe ha-Darshan משה הדרשן Moshe ibn Habib משה בן שלמה אבן חביב Moshe-Zvi Neria משה צבי נריה Mosheh Lichtenstein משה ליכטנשטיין Moshik Afia מושיק עפיה Moshik Roth מושיק רוט Moshing פוגו Moshé Feldenkrais משה פלדנקרייז Moshé Machover משה מחובר Moshé Mizrahi משה מזרחי Mosin–Nagant מוסין נגאן Mosko Alkalai מוסקו אלקלעי Moskovskaya מוסקובסקייה Moskovskaya vodka מוסקובסקייה Moskowitz מוסקוביץ Moskowitz Prize for Zionism פרס מוסקוביץ' לציונות Moskva River מוסקבה Moskvitch מוסקביץ' Moskvitch 412 מוסקביץ' 412 Mosque מסגד Mosque City of Bagerhat עיר המסגדים בגרהאט Mosque of Ibn Tulun מסגד אבן טולון Mosque of Omar מסגד עומר Mosques קטגוריה:מסגדים Mosques by country קטגוריה:מסגדים לפי מדינה Mosques in Egypt קטגוריה:מצרים: מסגדים Mosques in France קטגוריה:מסגדים בצרפת Mosques in Iran קטגוריה:איראן: מסגדים Mosques in Israel קטגוריה:ישראל: מסגדים Mosques in Jerusalem קטגוריה:ירושלים: מסגדים Mosques in Tel Aviv קטגוריה:תל אביב-יפו: מסגדים Mosque–Cathedral of Córdoba הקתדרלה של קורדובה Mosquito כולכיתיים Mosquito control הדברת יתושים Mosquito net כילה Mosquitofish גמבוזיה מצויה Moss טחבי עלים Moss מוס Moss Hart מוס הארט Mossad המוסד למודיעין ולתפקידים מיוחדים Mossad קטגוריה:המוסד Mossad Directors תבנית:ראשי המוסד Mossad Harav Kook מוסד הרב קוק Mossad LeAliyah Bet המוסד לעלייה ב' Mossad operations קטגוריה:המוסד: מבצעים Mosse מוסה Mossensohn Youth Village כפר הנוער ע"ש ב.צ. מוסינזון Mossi Raz מוסי רז Most Nights Tour Most Nights Tour Most SNP הגשר החדש Most Sacred Monster of the Cinema in Her Time The Youngest Shirley Temple המפלצת הצעירה והקדושה ביותר של הקולנוע בזמנה שירלי טמפל Most common words in English המילים השכיחות ביותר באנגלית Most favoured nation עקרון המדינה המועדפת Most recent common ancestor אב קדמון משותף Most valuable player MVP Mostar מוסטר Mostar Round-Trip מוסטאר הלוך ושוב Mostly Harmless לא מזיק ברובו Mostly Martha המטבח של מרתה Mostly Mozart Festival פסטיבל בעיקר מוצרט Mostyska מושצ'יסקה Mosul מוסול Mosul Dam סכר מוסול Mosul–Haifa oil pipeline צינור הנפט כירכוכ-חיפה Mosuo מוסואו Mot מות Motacillidae נחליאליים Motacillidae קטגוריה:נחליאליים Motal מוטאל Motala מוטלה Motel מוטל Motet מוטט Moth עשים Moth fly יתושעשיים Mothax מותאקס Mother אם Mother Courage and Her Children אמא קוראז' וילדיה Mother Earth אמא אדמה Mother Goose אמא אווזה Mother Love Bone מאת'ר לאב בון Mother Love Bone - Shine.JPG תמונה:Mother Love Bone - Shine.jpg Mother Mother Mother Mother Mother Nature's Son Mother Nature's Son Mother Night אמא לילה Mother Svea האם סוואה Mother Teresa האם תרזה Mother goddess האלה האם Mother of vinegar אם החומץ Mother's Day יום המשפחה Mother's Milk Mother's Milk Motherboard לוח אם Motherhood קטגוריה:אימהות Motherland המנון מאוריציוס Motherland Party מפלגת המולדת Mothers of the Plaza de Mayo אמהות פלסה דה מאז'ו Mothers' Bus attack אוטובוס האמהות Mothership Mothership Motherwell F.C. מאת'רוול Mothman איש העש Moths קטגוריה:עשים Moti Almoz מוטי אלמוז Moti Bodek מוטי בודק Moti Kirschenbaum מוטי קירשנבאום Moti Lugasi מוטי לוגסי Moti Sasson מוטי ששון Moti Yogev מוטי יוגב Motif מוטיב Motilal Nehru מוטילאל נהרו Motion תנועה Motion Picture Production Code קוד הייז Motion control photography מערכת בקרת תנועה בצילום Motion of no confidence הצעת אי-אמון Motion picture rating system סיווג צפייה Motion sickness מחלת נסיעה Motivation הנעה Motivation קטגוריה:הנעה Motive מוטיב Motmot מומוטיים Moto X Moto X Moto53 משתמש:Moto53 Motobécane מוטוביקן Motocross מוטוקרוס Motor adaptation אדפטציה מוטורית Motor coach קרונוע Motor coordination קואורדינציה Motor oil שמן מנוע Motor system המערכת המוטורית Motor unit יחידה תנועתית Motor vehicle כלי רכב מנועי Motor vehicle manufacturers of China קטגוריה:יצרני רכב סיניים Motor vehicle manufacturers of France קטגוריה:יצרני רכב צרפתיים Motor vehicle manufacturers of Germany קטגוריה:יצרני רכב גרמניים Motor vehicle manufacturers of Italy קטגוריה:יצרני רכב איטלקיים Motor vehicle manufacturers of Japan קטגוריה:יצרני רכב יפניים Motor vehicle manufacturers of Russia קטגוריה:יצרני רכב רוסיים Motor vehicle manufacturers of Spain קטגוריה:יצרני רכב ספרדיים Motor vehicle manufacturers of the Czech Republic קטגוריה:יצרני רכב צ'כיים Motor vehicle manufacturers of the Soviet Union קטגוריה:יצרני רכב סובייטיים Motor vehicle manufacturers of the United Kingdom קטגוריה:יצרני רכב בריטיים Motor vehicle manufacturers of the United States קטגוריה:יצרני רכב אמריקאיים Motor vehicle theft גניבת רכב Motorboat סירת מנוע Motorcycle אופנוע Motorcycle manufacturers קטגוריה:יצרני אופנועים Motorcycle racing מירוץ אופנועים Motorcycle sport מרוץ אופנועים Motorcycles קטגוריה:אופנועים Motorheadselftitled.jpg קובץ:MH1.jpg Motorized bicycle אופניים ממונעים Motorized scooter קורקינט ממונע Motorola מוטורולה Motorola Xoom מוטורולה זום Motorsport ספורט מוטורי Motorsport קטגוריה:ספורט מוטורי Motorsport competitions קטגוריה:תחרויות ספורט מוטורי Motorsport in Israel קטגוריה:ישראל: ספורט מוטורי Motorsport marshal מרשל Motorway 6 אטיקי אודוס Motorway service area אזור שירות Motown מוטאון Motti Aroesti מוטי ארואסטי Motti Ashkenazi מוטי אשכנזי Motti Ivanir מוטי איוניר Motti Kakoun מוטי קקון Motti Lerner מוטי לרנר Motti Mizrachi מוטי מזרחי Mottle-faced tamarin טמרין משויש פנים Mottled grouper דוקרנית אדומה Motto מוטו Mottos קטגוריה:מוטואים Mottramite מוטראמיט Motyp משתמש:motyp Motza מוצא Motza Illit מוצא עילית Motza'ei Shabbat מוצאי שבת Motzkin number מספר מוצקין Motörhead מוטורהד Mouhammadou Jaiteh מוחמדו ג'ייטה Moulin Rouge מולן רוז' Moulin Rouge! מולן רוז' Moulin de la Galette מולן דה לה גאלט Moulins Cathedral קתדרלת מולן Mounblow תבנית:משתמש ויקיגמד Mounir Mourad מוניר מוראד Mount Mount Mount מאונט Mount עיגון Mount Afadja אפאדג'אטו Mount Agepsta אגפסתה Mount Apo אפו Mount Arafat הר ערפאת Mount Ararat אררט Mount Arbel הר ארבל Mount Aso אסו Mount Aspiring National Park הפארק הלאומי הר אספירינג Mount Assiniboine Provincial Park הר אסיניבוין Mount Ataka ג'בל עתקה Mount Athos הר אתוס Mount Betarim הר הבתרים Mount Bird הר בירד Mount Bromo ברומו Mount Bulusan בולוסן Mount Carmel הכרמל Mount Carmel forest fire השריפה בכרמל Mount Catherine ג'בל קתרינה Mount Damavand הר דמאוונד Mount Dana הר דיינה Mount Desert Island אי הר המדבר Mount Didgori דידגורי Mount Ebal הר עיבל Mount Elbrus אלברוס Mount Elgon הר אלגון Mount Emei הר אומיי Mount Entoto אנטוטו Mount Erciyes הר ארג'ייס Mount Erebus הר ארבוס Mount Etna אטנה Mount Everest אוורסט Mount Fuji הר פוג'י Mount Gerizim הר גריזים Mount Gilboa הר הגלבוע Mount Graham International Observatory מצפה הכוכבים הבינלאומי בהר גרהאם Mount Hamiguitan הר המיגיטאן Mount Harif הר חריף Mount Hebron הר חברון Mount Hebron Cemetery בית הקברות מאונט הברון Mount Helal ג'בל חלאל Mount Helicon הליקון Mount Hermon הר חרמון Mount Hermon ski resort אתר החרמון Mount Herzl הר הרצל Mount Herzl קטגוריה:הר הרצל Mount Hood הר הוד Mount Hope הר התקווה Mount Hor הור ההר Mount Hudson הדסון Mount Ida הר אידה Mount Isa מאונט איסה Mount Karthala קרתאלה Mount Kazbek קזבק Mount Kenya הר קניה Mount Kilimanjaro קילימנג'רו Mount Kirkpatrick הר קירקפטריק Mount Kita הר קיטה Mount Kosciuszko הר קושצ'ושקו Mount Lebanon הר הלבנון Mount Lebanon Governorate הר הלבנון Mount Lemmon הר למון Mount Liamuiga הר ליאמויגה Mount Logan הר לוגן Mount Lokon לוקון-אמפונג Mount Lu לושאן Mount Mazama מזאמה Mount McKay הר מק'קיי Mount Merapi מראפי Mount Meron הר מירון Mount Meru מרו Mount Monadnock הר מונדנוק Mount Moran הר מוראן Mount Nebo הר נבו Mount Nemrut הר נמרוט Mount Nitai הר ניתאי Mount Nyiragongo ניאראגונגו Mount Olympus אולימפוס Mount Ontake אונטקה Mount Pelée פלה Mount Pentelicus פנטלי Mount Peres הר פרס Mount Pico פיקו Mount Pilatus הר פילאטוס Mount Pinatubo פינטובו Mount Precipice הר הקפיצה Mount Qasioun הר קאסיון Mount Qingcheng הר צ'ינגצ'נג ומערכת ההשקיה של דוג'יאנגין Mount Rainier הר ריינייר Mount Ramon הר רמון Mount Richard-Molard הר נימבה Mount Robson Provincial Park הפארק הפרובינציאלי הר רובסון Mount Roraima הר רוריימה Mount Ruapehu רואפהו Mount Rushmore הר ראשמור Mount Sanqing הר סאנצ'ינג Mount Scopus הר הצופים Mount Scopus קטגוריה:הר הצופים Mount Seir הר שעיר Mount Shasta הר שסטה Mount Sinabung סינבונג Mount Sinai ג'בל מוסא Mount Sinai Beth Israel המרכז הרפואי בית ישראל Mount Sinai Hospital בית החולים מאונט סיני Mount Sodom הר סדום Mount Somma סומה Mount Song הר סונג Mount St. Helens הר סנט הלנס Mount Stanley הר סטנלי Mount Tabor הר תבור Mount Tai הר טאי Mount Tambora טמבורה Mount Taranaki הר טראנאקי Mount Tarawera טרוורה Mount Tarumae טרומאה Mount Terra Nova הר טרה נובה Mount Terror הר טרור Mount Thor הר ת'ור Mount Tongariro טונגרירו Mount Unzen אונזן Mount Vernon מאונט ורנון Mount Vesuvius וזוב Mount Washburn הר וושבורן Mount Whitney הר ויטני Mount Wutai הר ווטאי Mount Zion הר ציון Mount Zion קטגוריה:הר ציון Mount of Beatitudes הר נחום Mount of Olives הר הזיתים Mount of Olives קטגוריה:הר הזיתים Mount of Olives Jewish Cemetery בית הקברות היהודי בהר הזיתים Mountain הר Mountain מאונטיין Mountain Corps Norway הקורפוס ההררי נורווגיה Mountain Jews יהודי ההרים Mountain Jews קטגוריה:יהודי ההרים Mountain Studios אולפני מאונטיין Mountain beaver בונה הררי Mountain bike אופני הרים Mountain bike racing מרוץ אופני הרים Mountain climbers קטגוריה:מטפסי הרים Mountain coaster מגלשות הרים Mountain film סרט הרים Mountain gazelle צבי מצוי Mountain goat צפיר הקורדילרים Mountain gorilla גורילת הרים Mountain ground squirrel סנאי קרקע הררי Mountain gun תותח הרים Mountain hut בקתה הררית Mountain lakes קטגוריה:אגמים הרריים Mountain men קטגוריה:אנשי הרים Mountain nyala קודו ההרים Mountain pass מעבר הרים Mountain passes קטגוריה:מעברי הרים Mountain passes of France קטגוריה:צרפת: מעברי הרים Mountain passes of Switzerland קטגוריה:שווייץ: מעברי הרים Mountain passes of the Alps קטגוריה:מעברי האלפים Mountain range רכס הרים Mountain ranges קטגוריה:רכסי הרים Mountain ranges by continent קטגוריה:רכסי הרים לפי יבשת Mountain ranges of Africa קטגוריה:אפריקה: רכסי הרים Mountain ranges of Antarctica קטגוריה:אנטארקטיקה: רכסי הרים Mountain ranges of Asia קטגוריה:אסיה: רכסי הרים Mountain ranges of Europe קטגוריה:אירופה: רכסי הרים Mountain ranges of North America קטגוריה:אמריקה הצפונית: רכסי הרים Mountain ranges of Oceania קטגוריה:אוקיאניה: רכסי הרים Mountain ranges of South America קטגוריה:אמריקה הדרומית: רכסי הרים Mountain ranges of the United States קטגוריה:ארצות הברית: רכסי הרים Mountain reedbuck צבי סוף ההרים Mountain tapir טפיר הרים Mountain units and formations קטגוריה:יחידות הרריות Mountain warfare לוחמה הררית Mountain warfare קטגוריה:לוחמה הררית Mountain weasel סמור הררי Mountain zebra זברת הרים Mountainboarding מאונטנבורד Mountaineering טיפוס הרים Mountains קטגוריה:הרים Mountains and hills of Scotland קטגוריה:סקוטלנד: הרים Mountains and hills of the United Kingdom קטגוריה:הממלכה המאוחדת: הרים Mountains by continent קטגוריה:הרים לפי יבשת Mountains by country קטגוריה:הרים לפי מדינה Mountains of Abkhazia קטגוריה:אבחזיה: הרים Mountains of Africa קטגוריה:אפריקה: הרים Mountains of Alaska קטגוריה:אלסקה: הרים Mountains of Andorra קטגוריה:אנדורה: הרים Mountains of Antarctica קטגוריה:אנטארקטיקה: הרים Mountains of Argentina קטגוריה:ארגנטינה: הרים Mountains of Arizona קטגוריה:אריזונה: הרים Mountains of Asia קטגוריה:אסיה: הרים Mountains of Brazil קטגוריה:ברזיל: הרים Mountains of British Columbia קטגוריה:קולומביה הבריטית: הרים Mountains of Bulgaria קטגוריה:בולגריה: הרים Mountains of California קטגוריה:קליפורניה: הרים Mountains of Canada קטגוריה:קנדה: הרים Mountains of Central America קטגוריה:אמריקה המרכזית: הרים Mountains of China קטגוריה:סין: הרים Mountains of Egypt קטגוריה:מצרים: הרים Mountains of Europe קטגוריה:אירופה: הרים Mountains of France קטגוריה:צרפת: הרים Mountains of Georgia קטגוריה:גאורגיה: הרים Mountains of Greece קטגוריה:יוון: הרים Mountains of Israel קטגוריה:ארץ ישראל: הרים Mountains of Japan קטגוריה:יפן: הרים Mountains of Jerusalem קטגוריה:ירושלים: הרים Mountains of Lebanon קטגוריה:לבנון: הרים Mountains of Montana קטגוריה:מונטנה: הרים Mountains of Nepal קטגוריה:נפאל: הרים Mountains of New Hampshire קטגוריה:ניו המפשייר: הרים Mountains of New Zealand קטגוריה:ניו זילנד: הרים Mountains of North America קטגוריה:אמריקה הצפונית: הרים Mountains of Norway קטגוריה:נורווגיה: הרים Mountains of Oceania קטגוריה:אוסטרליה ואוקיאניה: הרים Mountains of Oregon קטגוריה:אורגון: הרים Mountains of Papua New Guinea קטגוריה:פפואה גינאה החדשה: הרים Mountains of Peru קטגוריה:פרו: הרים Mountains of Quebec קטגוריה:קוויבק: הרים Mountains of Russia קטגוריה:רוסיה: הרים Mountains of South America קטגוריה:אמריקה הדרומית: הרים Mountains of South Dakota קטגוריה:דקוטה הדרומית: הרים Mountains of South Sudan קטגוריה:דרום סודאן: הרים Mountains of Spain קטגוריה:ספרד: הרים Mountains of Sweden קטגוריה:שוודיה: הרים Mountains of Switzerland קטגוריה:שווייץ: הרים Mountains of Turkey קטגוריה:טורקיה: הרים Mountains of Valais קטגוריה:ואלה: הרים Mountains of Vaud קטגוריה:וו Mountains of Washington קטגוריה:מדינת וושינגטון: הרים Mountains of Wyoming קטגוריה:ויומינג: הרים Mountains of the United States קטגוריה:ארצות הברית: הרים Mountains of the canton of Bern קטגוריה:ברן Mountains on Mars קטגוריה:מאדים: הרים Mountains on the Moon קטגוריה:הרי הירח Mounted archery קשת רכוב Mounted infantry רגלים רכובים Mounted police פרש משטרה Mourning שיקום מאובדן Mousa Mohammed Abu Marzook מוסא אבו מרזוק Mouse עכבר Mouse-like hamster עכבר אוגר Mouse-tailed bat יזנוביים MouseHunt הצילו! עכבר בבית! Mousebird קוליוסאים Mousetrap מלכודת עכברים Moussa Arafat מוסא ערפאת Moussa B.H. Youdim מוסא יודעים Moussa Dar'i Synagogue בית הכנסת הקראי בקהיר Moussa Dembélé מוסא דמבלה Moussa Konaté מוסא קונאטה Moussa Koussa מוסא כוסא Moussa Sanogo מוסא סנוגו Moussa Sissoko מוסא סיסוקו Moussa Sow מוסה סואו Moussaka מוסקה Mousse מוס Moustache שפם Moustached tamarin טמרין משופם Mousterian התרבות המוסטרית Mouth פה Mouth mirror מראת פה Mouth-to-mouth resuscitation הנשמה Mouthpiece פייה Mouthwash שטיפת פה Moveable feast חגים ניידים Moved talk תבנית:הועבר Movember מובמבר Movement פרק Movement disorder הפרעת תנועה Movement for Compassionate Living התנועה לחיים רגישים Movement for Greater Israel התנועה למען ארץ ישראל השלמה Movement for Quality Government in Israel התנועה למען איכות השלטון בישראל Movement for Reform Judaism התנועה ליהדות רפורמית Movement for Social Democracy התנועה לסוציאל-דמוקרטיה Movement for United Georgia התנועה לאיחוד גאורגיה Movement for the Renewal of Social Zionism תנועה להתחדשות ציונית חברתית Movement for the Restoration of the Ten Commandments of God התנועה להשבת עשרת הדיברות של אלוהים Movements קטגוריה:תנועות Movements in cinema קטגוריה:זרמים בקולנוע Moves תנועות Moves like Jagger Moves Like Jagger Movie camera מצלמת קולנוע Movie poster i robot.jpg תמונה:Irobotmovieposter.jpg Movie projector מקרן קולנוע Movie theater בית קולנוע Movila מובילה Moving Pictures ראי-נוע Moving a page עזרה:איך לשנות שם של דף Moving average ממוצע נע Moving panorama פנורמה נעה Moving violation עבירת תנועה Movses Khorenatsi מובסס חורנאצי Mowafaq Tarif מוואפק טריף Mowgli מוגלי MowlsMola ספרי פינגווין Moxibustion מוקסה Moxico Province Luena לואנה Moya מויה Moyka River מויקה Moyshe Altman משה אלטמן Moyshe Kulbak משה קולבק Moyshe Nadir משה נדיר Moyshe-Leyb Halpern משה לייב הלפרן Mozabite people בני מזאב Mozambican people קטגוריה:מוזמביקים Mozambican politicians קטגוריה:פוליטיקאים מוזמביקים Mozambican singers קטגוריה:זמרים מוזמביקים Mozambican women's footballers קטגוריה:כדורגלניות מוזמביקיות Mozambique מוזמביק Mozambique קטגוריה:מוזמביק Mozambique Channel מצר מוזמביק Mozambique at the Olympics מוזמביק במשחקים האולימפיים Mozambique at the Paralympics מוזמביק במשחקים הפאראלימפיים Mozambique national basketball team נבחרת מוזמביק בכדורסל Mozambique national football team נבחרת מוזמביק בכדורגל Mozambique women's national football team נבחרת מוזמביק בכדורגל נשים Mozarabic art and architecture אמנות מוזערבית Mozarabs מוזערבים Mozart מוצרט Mozart effect אפקט מוצרט Mozart family קטגוריה:משפחת מוצרט Mozarteum Orchestra Salzburg תזמורת המוצרטיאום של זלצבורג Mozarteum University of Salzburg אוניברסיטת מוצרטיאום Mozartkugel מוצרט-קוגל Mozhan Marnò מוזהאן מארנו Mozi מו דזה Mozilla מוזילה Mozilla קטגוריה:מוזילה Mozilla Foundation קרן מוזילה Mozilla Public License הרישיון הציבורי של מוזילה Mozilla Sunbird Mozilla Sunbird Mozilla Thunderbird Mozilla Thunderbird Mozzarella מוצרלה Moïse Katumbi מואיז קטומבי Mońki County Jasionówka יאשינובקה Moša Pijade משה פיאדה Mošovce מושובצה Mpatel/sandbox/Battle of the Somme הקרב על הסום Mpatel/sandbox/Black hole חור שחור Mpatel/sandbox/Clay Mathematics Institute מכון קליי Mpatel/sandbox/Field שדה Mpatel/sandbox/Lorentz transformation טרנספורמציות לורנץ Mpatel/sandbox/Schrödinger equation משוואת שרדינגר Mpatel/sandbox/White hole חור לבן Mpconnery/Sandbox Nero Mpemba effect אפקט מפמבה Mpichette/sandbox אריה Mpumalanga מפומלנגה Mpumalanga קטגוריה:מפומלנגה Mr Accountable משתמש:Mr Accountable Mr Puntila and his Man Matti אדון פונטילא ומאטי משרתו Mr Selfridge מר סלפרידג' Mr and Mrs Andrews אדון וגברת אנדרוז Mr. & Mrs. Smith מר וגברת סמית' Mr. America מר אמריקה Mr. Bean מיסטר בין Mr. Bean's Holiday החופשה של בין Mr. Bogus מר בלופר Mr. Brightside Mr. Brightside Mr. Brooks מיסטר ברוקס Mr. Bungle Mr. Bungle Mr. Bungle מיסטר באנגל Mr. Burns מונטגומרי ברנז Mr. Deeds מר דידס Mr. Europa מר אירופה Mr. Freeze מיסטר פריז Mr. Hiccup מר שיהוק Mr. Holland's Opus סימפוניית החיים Mr. Holmes מר הולמס Mr. Krabs יוג'ין קראב Mr. Lawrence Merry Christmas מיסטר לורנס חג שמח Mr. Lonely Mr. Lonely Mr. Nobody מר אף אחד Mr. Olympia מר אולימפיה Mr. Peabody & Sherman מר פיבודי ושרמן Mr. Penumbra's 24-Hour Bookstore חנות הספרים ללא הפסקה של מר פנומברה Mr. Pickles מר פיקלס Mr. Porter מיסטר פורטר Mr. Potato Head מר ראש תפוד Mr. President Happy Birthday אדוני הנשיא יום הולדת שמח Mr. Robot מר רובוט Mr. Rosewater God Bless You אדון רוזווטר יברך אותך אלוהים Mr. Saturday Night מר מוצ"ש Mr. Smith Goes to Washington מר סמית הולך לוושינגטון Mr. T מיסטר טי Mr. Tickle מר דגדוג Mr. Toad's Wild Ride המסע הפרוע של מר קרפד Mr. Universe מר יוניברס Mr. Vertigo מר ורטיגו Mr.Z-man.sock/testcase מאקינאק Mr.Z-man/withrefs ישראל Mr.nice guy מייק טייסון MrJacky/Sandbox Accelerated Graphics Port MrVanBot משתמש:VanBot MrWeeble/Thirteen Colonies שלוש עשרה המושבות Mrkonjić Grad מרקונייץ' גראד Mrs Beeton's Book of Household Management ספרה של הגברת ביטון לניהול משק הבית Mrs Dalloway גברת דאלוויי Mrs Doubtfire.jpg קובץ:גברת דאוטפייר.jpg Mrs Henderson Presents גברת הנדרסון גאה להציג Mrs. Doubtfire גברת דאוטפייר Mrs. Eastwood & Company בבית של איסטווד Mrs. Miniver גברת מיניבר Mrs. Pepper Pot גברת פלפלת Mrs. Robinson Mrs. Robinson MrsValdry/Application Layer שכבת היישום של מודל TCP/IP Ms. .Ms Ms. International מיס אינטרנשיונל Ms. Kelly Ms. Kelly Ms. Olympia גברת אולימפיה Ms.Marvel1.jpg קובץ:Ms Marvel Vol 2 1.jpg MsProvidence/sandbox גנאווי נגאי Msabbaha מסבחה Mscuthbert/John Adams ג'ון אדמס Msnvam/sandbox אדם זאב Msoki מסוקי Mstislav I of Kiev נסיך קייב מסטיסלאב הראשון Mstislav Keldysh מסטיסלב קלדיש Mstislav Rostropovich מסטיסלב רוסטרופוביץ' Mstsislaw מסטיסלב Mswati III מסוואטי השלישי Mszana Dolna משאנה דולנה Mszczonów אמשינוב Mtatsminda Pantheon פנתאון מתאצמינדה Mtavari מתאווארי Mtiuleti מתיאולתי Mtsamboro מתסמבורו Mtskheta מצחתה Mtskheta-Mtianeti מצחתה מתיאנתי Mu מו Mu Cassiopeiae מיו בקסיופאה Mu Online מו אונליין Muammar Gaddafi מועמר קדאפי Muath Al-Kasasbeh מועאז אל-כסאסבה Muawiya II מועאויה השני Muawiyah I מועאויה הראשון Muay Thai איגרוף תאילנדי Mubarak מובארכ Mubarak Awad מוברק עווד Much Ado About Nothing מהומה רבה על לא דבר Much Marcle מאץ' מארקל Muckle Flugga מאקל פלוגה Muckle Roe מקל רו Mucous membrane קרום רירי Mucus ריר Mucyo Commission ועדת מוקיו Mud בוץ Mudar Badran מודר בדראן Muddy Waters מאדי ווטרס Mudflow מפולת בוץ Mudhoney מאדהאני Mudhoney - Touch Me I'm Sick.ogg תמונה:Mudhoney - Touch Me I'm Sick.ogg Mudi מודי Mudskipper יבשתנים Mudstone אבן בוץ Mudvayne מאדוויין Muesli מיזלי Muezzin מואזין Muff ידונית Muffin מאפין Mufti מופתי Mug ספל Mug shot תמונת מעצר Mugby Junction צומת מאגבי Mugger crocodile תנין הביצות Muggsy Bogues מאגסי בוגס Mughal Empire האימפריה המוגולית Mughal Empire קטגוריה:האימפריה המוגולית Mughal architecture אדריכלות מוגולית Mughal painters קטגוריה:ציירים מוגולים Mugharet el-Zuttiyeh מערת זוטייה Mughrabi מוגרבי Mughrabi-Bridge שער המוגרבים#גשר המוגרבים ומעלה המוגרבים Muhajirun מוהאג'רון Muhamad Kanan מוחמד כנעאן Muhammad מוחמד Muhammad קטגוריה:מוחמד Muhammad Abduh מוחמד עבדה Muhammad Abu Tir מוחמד אבו טיר Muhammad Abu-Nabbut מוחמד אגא א-שאמי Muhammad Ahmad מוחמד אחמד Muhammad Ahmad Hussein מוחמד אחמד חוסיין Muhammad Ali מוחמד עלי Muhammad Ali Jinnah מוחמד עלי ג'ינה Muhammad Ali of Egypt מוחמד עלי Muhammad Asad מוחמד אסד Muhammad Fadhel al-Jamali פאדל אל-ג'מאלי Muhammad Husayn Haykal מוחמד חוסיין היכל Muhammad Iqbal מוחמד איקבל Muhammad Naguib מוחמד נגיב Muhammad Naji al-Otari מוחמד נאג'י אל-עוטרי Muhammad Nimr al-Hawari מוחמד נימר אל-הווארי Muhammad Sayyid Tantawy מוחמד סייד טנטאווי Muhammad Sidqi Mahmud מוחמד סידקי מחמוד Muhammad Suleiman מוחמד סלימאן Muhammad Tahir נקשבנדיה Muhammad Yunus מוחמד יונוס Muhammad Zaidan אבו עבאס Muhammad Zia-ul-Haq מוחמד זיא-אל-חאק Muhammad abd-al-Salam Faraj עבד א-סלאם פרג' Muhammad al-Badr מוחמד אל-בדר Muhammad al-Baqir מוחמד אל-באקר Muhammad al-Durrah incident פרשת מוחמד א-דורה Muhammad al-Idrisi מוחמד אל-אדריסי Muhammad al-Jawad מוחמד א-תקי Muhammad al-Maghut מוחמד אלמאע'וט Muhammad al-Mahdi מהדי Muhammad al-Zawahiri מוחמד א-זוואהירי Muhammad as-Sadr מוחמד א-סדר Muhammad bin Nayef יורש העצר הסעודי מוחמד Muhammad ibn Abd al-Wahhab מוחמד אבן עבד אל-והאב Muhammad ibn Musa al-Khwarizmi מוחמד אבן מוסא אל-ח'ואריזמי Muhammad ibn Qasim מחמד בן אל-קאסם Muhammad ibn Tughj al-Ikhshid מוחמד בן טוגג' אל-איחשיד Muhammad ibn Zakariya al-Razi אל-ראזי Muhammad ibn al-Hanafiyyah מוחמד אבן אל-חנפיה Muhammad's wives נשותיו של מוחמד Muhammadu Buhari מוחמדו בוהארי Muhammed Faris מוחמד פאריס Muhammed Wattad מוחמד ותד Muhammed Zbidat מוחמד זבידאת Muharram מוחרם Muharraq מוחארק Muharraq Island מוחארק Muhtar מוח'תאר Muhteşem Yüzyıl הסולטאן Muhteşem Yüzyıl: Kösem המאה המפוארת - קסם Muhu מוהו Muiredach mac Ainbcellaig מוירדאך מק איינבכלייך Muixeranga מוישרנגה Muizenberg מויזנברג Mujaddara מג'דרה Mujahideen מוג'אהדין Mujahideen Shura Council in the Environs of Jerusalem מועצת השורא של לוחמי הג'יהאד בסביבות ירושלים Mujdei מוז'דיי Mujeres Libres מוחרס ליברס Mujir al-Din מוג'יר א-דין Mukacheve מוקצ'בו Mukataa מוקטעה Mukden Incident תקרית מוקדן Mukden Palace הארמון הקיסרי בשניאנג Mukesh Ambani מוקש אמבאני Mukhabarat el-Jamahiriya המודיעין הלובי Mukhtar מוח'תאר Mukhtar al-Thaqafi אל-מוח'תאר Mukhtār Mā'ī מח'תאראן ביבי Muki מוקי Muktuk מאקטאק Muktzeh מוקצה Mul Yam מול ים Mul-T-Lock מולטילוק Mulan מולאן Mulan II מולאן 2 Mulard מולארד Mulatto מולאטים Mulatu Astatke מולטו אסטטקה Mulatu Teshome מולטו טשומה Mulberry harbour נמל מאלברי Mule פרד Mule deer אייל פרדי שחור זנב Mulholland Drive מלהולנד דרייב Mulhouse מילוז Muli Katzurin מולי קצורין Mull Tobermory טוברמורי Mulla Shams ad-Din al-Fanari שמס אל-דין פנרי Mullah מולא Mulled wine יין מתובל Mullet מאלט Mullidae קטגוריה:מוליתיים Mulligatawny soup מוליגטוני Mullo מולו Mullus מולית Mullus barbatus מולית אדומה Multan מולטאן Multatuli אדוארד דאווס דקר Multi Router Traffic Grapher Multi Router Traffic Grapher Multi-Dimensional Warrior Multi-Dimensional Warrior Multi-instrumentalist רב-נגן Multi-instrumentalists קטגוריה:רב נגנים Multi-level marketing קטגוריה:שיווק רשתי Multi-level marketing שיווק רשתי Multi-party system מערכת רב-מפלגתית Multi-service access node MSAG Multi-sport events קטגוריה:תחרויות ספורט רב ענפיות MultiMediaCard MultiMediaCard Multicast רב-נתיב Multicellular organism יצור רב-תאי Multichill משתמש:Multichill Multiculturalism רב-תרבותיות Multidisciplinary research institutes קטגוריה:מכוני מחקר רב תחומי Multigraph מולטיגרף Multilingual films קטגוריה:סרטים רב-לשוניים Multilingual support עזרה:תמיכה לשונית בכתב געז Multilingualism רב-לשוניות Multiliteracy רב אוריינות Multimedia מולטימדיה Multimedia Messaging Service Multimedia Messaging Service Multimedia software קטגוריה:תוכנות מולטימדיה Multimeter רב מודד Multinational Force and Observers כוח המשקיפים הרב-לאומי Multinational companies קטגוריה:תאגידים רב-לאומיים Multinational corporation תאגיד רב-לאומי Multinational state חברה רב-אתנית Multinomial distribution התפלגות מולטינומית Multinomial theorem משפט המולטינום Multipath propagation ריבוי נתיבים Multiplayer online battle arena זירת קרב מרובת משתתפים Multiplayer online games קטגוריה:משחקי רשת מרובי-משתתפים Multiplayer video game משחק מרובה משתתפים Multiple barrel firearms קטגוריה:כלי ירייה רב-קניים Multiple birth היריון רב-עוברים Multiple choice מבחן רב-ברירתי Multiple citizenship אזרחות כפולה Multiple disabilities ריבוי מוגבלויות Multiple drug resistance נשאים רב תרופתיים Multiple encryption הצפנה מרובה Multiple endocrine neoplasia גידולים אנדוקריניים משולבים Multiple image תבנית:תמונות מרובות Multiple independently targetable reentry vehicle טיל מרובה ראשי נפץ Multiple integral אינטגרל רב-ממדי Multiple myeloma מיאלומה נפוצה Multiple nuclei model דגם רב-קוטבי Multiple sclerosis טרשת נפוצה Multiple sequence alignment Multiple sequence alignment Multiple unit קרונוע Multiple-barrel firearm כלי ירייה רב-קני Multiple-camera setup מערך מרובה מצלמות Multiple-effect humidification התפלת מי ים Multiplex מגה-פלקס Multiplexer מרבב Multiplexing קטגוריה:ריבוב Multiplexing ריבוב Multiplication כפל Multiplication קטגוריה:כפל Multiplicative group of integers modulo n חבורת אוילר Multiplicative inverse מספר הופכי Multiplicity ריבוי Multiply perfect number מספר רב משוכלל Multirole combat aircraft מטוס קרב רב-משימתי Multirotor רחפן Multisport race קרב רב Multistage rocket הנעה רקטית רב-שלבית Multitenancy Multitenancy Multitier architecture ארכיטקטורה רב-שכבתית Multivac מולטיוואק Multivac short stories by Isaac Asimov קטגוריה:סיפורי מולטיוואק Multivalued function פונקציה רב ערכית Multivariate normal distribution התפלגות רב-נורמלית Multiverse יקום מקביל Mulukhiyah מלוח'יה Muma Pădurii מומה פדוריי Mumbai מומבאי Mumbai קטגוריה:מומבאי Mumbai City FC players קטגוריה:כדורגלני מומבאי סיטי Mumbai National Gallery of Modern Art הגלריה הלאומית לאמנות מודרנית Mumford & Sons ממפורד אנד סאנז Mumia Abu-Jamal מומיה אבו-ג'אמאל Mummenschanz מומנשאנץ Mummies קטגוריה:חנוטים Mummy מומיה Mummy of San Andrés מומיית סן אנדרס Mumok מומוק Mumps חזרת Munak canal תעלת מונאק Munchausen syndrome תסמונת מינכהאוזן Munchausen syndrome by proxy תסמונת מינכהאוזן באמצעות שליח Munchkin מנצ'קין Mund מונדיום Mundialito מונדיאליטו Mung bean מש Munger מאנגר Mungo Jerry מונגו ג'רי Mungo Park מונגו פארק Mungos נמייה מפוספסת Mungu ibariki Afrika המנון טנזניה Munia לונכורה Munib al-Masri מוניב אל-מסרי Munich מינכן Munich קטגוריה:מינכן Munich 1 Poster.jpg קובץ:404px-Munich 1 Poster.jpg Munich Agreement ועידת מינכן Munich Airport נמל התעופה מינכן פרנץ יוזף שטראוס Munich Brown House הבית החום Munich Ohel Jakob synagogue המרכז היהודי במינכן Munich Philharmonic הפילהרמונית של מינכן Munich Radio Orchestra תזמורת הרדיו של מינכן Munich Symphony Orchestra התזמורת הסימפונית של מינכן Munich air disaster האסון האווירי במינכן Munich massacre טבח הספורטאים באולימפיאדת מינכן Munich massacre קטגוריה:טבח הספורטאים באולימפיאדת מינכן Munich-Riem Airport נמל התעופה מינכן רים Municipal coats of arms in Israel קטגוריה:ישראל: סמלי ערים Municipal coats of arms in London קטגוריה:לונדון: סמלים Municipal elections in Israel הבחירות לרשויות המקומיות בישראל Municipal parks in the United States קטגוריה:ארצות הברית: גנים ופארקים עירוניים Municipalities in Alagoas קטגוריה:אלגואס: ערים Municipalities in Amapá קטגוריה:אמאפה: ערים Municipalities in Amazonas קטגוריה:מדינת אמזונאס: ערים Municipalities in Bahia קטגוריה:באהיה: ערים Municipalities in Castile and León קטגוריה:קסטיליה ולאון: ערים Municipalities in Castilla-La Mancha קטגוריה:קסטיליה-לה מנצ'ה: ערים Municipalities in Catalonia קטגוריה:קטלוניה: ערים Municipalities in Espírito Santo קטגוריה:אספיריטו סאנטו: ערים Municipalities in Paraná קטגוריה:מדינת פרנה: ערים Municipalities in Pará קטגוריה:פארה: ערים Municipalities in Quebec קטגוריה:קוויבק: ערים Municipalities in Santa Catarina קטגוריה:סנטה קטרינה: ערים Municipalities in São Paulo קטגוריה:מדינת סאו פאולו: ערים Municipalities in the Balearic Islands קטגוריה:האיים הבלאריים: ערים Municipalities in the Basque Country קטגוריה:חבל הבסקים: ערים Municipalities in the Community of Madrid קטגוריה:מדריד Municipalities in the Province of Santa Cruz de Tenerife קטגוריה:האיים הקנריים: ערים Municipalities in the Valencian Community קטגוריה:ולנסיה: ערים Municipalities of Aargau קטגוריה:ארגאו: ערים Municipalities of Alytus County קטגוריה:מחוז אליטא: מחוזות משנה Municipalities of China קטגוריה:סין: ערים במעמד מחוז Municipalities of East Timor מחוזות מזרח טימור Municipalities of East Timor תבנית:מחוזות מזרח טימור Municipalities of Kaunas County קטגוריה:מחוז קובנה: מחוזות משנה Municipalities of Klaipėda County קטגוריה:מחוז קלייפדה: מחוזות משנה Municipalities of Liechtenstein מחוזות ליכטנשטיין Municipalities of Liechtenstein קטגוריה:ליכטנשטיין: ערים Municipalities of Lithuania מחוזות משנה של ליטא Municipalities of Lithuania קטגוריה:ליטא: מחוזות משנה Municipalities of Marijampolė County קטגוריה:מחוז מריאמפול: מחוזות משנה Municipalities of Mexico מועצה אזורית Municipalities of Mexico קטגוריה:מקסיקו: מועצות אזוריות Municipalities of Montenegro מחוזות מונטנגרו Municipalities of Montenegro קטגוריה:מונטנגרו: מחוזות Municipalities of Panevėžys County קטגוריה:מחוז פוניבז': מחוזות משנה Municipalities of Puerto Rico קטגוריה:פוארטו ריקו: ערים Municipalities of Qatar מחוזות קטר Municipalities of Qatar קטגוריה:קטר: מחוזות Municipalities of San Marino קטגוריה:סן מרינו: קסטלי Municipalities of Sweden קומין Municipalities of Tauragė County קטגוריה:מחוז טאורגה: מחוזות משנה Municipalities of Telšiai County קטגוריה:מחוז טלז: מחוזות משנה Municipalities of Utena County קטגוריה:מחוז אוטנה: מחוזות משנה Municipalities of Valais קטגוריה:ואלה: ערים Municipalities of Vaud קטגוריה:וו Municipalities of Vilnius County קטגוריה:מחוז וילנה: מחוזות משנה Municipalities of the Republic of Macedonia מחוזות מקדוניה Municipalities of the canton of Bern קטגוריה:ברן Municipalities of the canton of Geneva קטגוריה:ז'נבה Municipalities of Šiauliai County קטגוריה:מחוז שאולאי: מחוזות משנה Municipality רשות מקומית Municipium מוניקיפיום Munio Weinraub מוניו גיתאי-ויינרויב Munir El Haddadi מוניר אל-חדאדי Munir Redfa מוניר רדפא Munkacs חסידות מונקאטש Munkacs קטגוריה:חסידות מונקאץ' Munsell color system מדד מונסל Munsey's Magazine Munsey's Magazine Munster מנסטר Munster קטגוריה:מנסטר Muntean and Rosenblum מונטאן ורוזנבלום Muntenia מונטניה Munther Dajani Daoudi מונזר דג'אני Muntiacini מונטיאקים Munttoren מונטורן Munzer מינצר Muon מיואון Muppet Babies חבובוטף Muppet Treasure Island החבובות באי המטמון Muppets Most Wanted החבובות - מבוקשות Muppets from Space החבובות בחלל Muqarnas מוקרנס Muqeible מוקייבלה Muqrin bin Abdulaziz נסיך סעודיה מוקרן Muqtada al-Sadr מוקתדא א-סאדר Mur מור Mur מורה Murabitun מוראביטון Murad מורד Murad Abu Anza מוראד אבו ענזה Murad I מוראט הראשון Murad II מוראט השני Murad III מוראט השלישי Murad IV מוראט הרביעי Murad Magomedov מוראד מגמאדוב Murad Muwafi מוראד מוואפי Murad V מוראט החמישי Muraena מורנה Mural ציור קיר Mural crown כתר מוראלי Murano מוראנו Murasaki Shikibu מורסקי שיקיבו Murat Karayılan מוראט קראילאן Murat Tleshev מוראט טלשב Murat Yakin מוראט יאקין Muratorian fragment הפרגמנט המורטורי Muratov מורטוב Muravlenko מוראבלנקו Murchison Falls מפלי מרצ'יסון Murchison Falls National Park הפארק הלאומי מרצ'יסון פולס Murchison meteorite מטאוריט מורצ'יסון Murcia מורסיה Murder קטגוריה:רצח Murder רצח Murder by country קטגוריה:רצח לפי מדינה Murder in Israel קטגוריה:רצח בישראל Murder in Italy קטגוריה:רצח באיטליה Murder in Russia קטגוריה:רצח ברוסיה Murder in the Cathedral רצח בקתדרלה Murder in the First רצח מדרגה ראשונה Murder in the United Kingdom קטגוריה:רצח בבריטניה Murder in the United States קטגוריה:רצח בארצות הברית Murder of Danny Katz רצח דני כץ Murder of Gwen Araujo גוון אראוחו Murder of Hatuel family רצח טלי חטואל ובנותיה Murder of Helena Rapp רצח הלנה ראפ Murder of JonBenét Ramsey ג'ונבנה ראמזי Murder of Leiby Kletzky רצח לייבי קלצקי Murder of Ofir Rahum רצח אופיר רחום Murder of Oleg Shaichat רצח אולג שייחט Murder of Shalhevet Pass רצח שלהבת פס Murder of the Aroyo children רצח ילדי משפחת ארויו Murder on the Orient Express רצח באוריינט אקספרס Murder victims קטגוריה:קורבנות רצח Murder victims by country קטגוריה:קורבנות רצח לפי מדינה Murder-hole פתח הריגה Murdered: Soul Suspect Murdered: Soul Suspect Murderers קטגוריה:רוצחים Murders קטגוריה:פרשיות רצח Murders of Avi Sasportas and Ilan Saadon רצח אבי סספורטס ואילן סעדון Murder–suicide רצח והתאבדות Murder–suicides קטגוריה:רצח והתאבדות Murder–suicides in the United States קטגוריה:רצח והתאבדות בארצות הברית Mureybet מורייבת Mureș מורש Murfatlar מורפטלר Muricidae קטגוריה:ארגמוניים Muridae עכבריים Muridae קטגוריה:עכבריים Muriel Barbery מוריאל ברברי Muriel Spark מיוריאל ספארק Murilo Becker מוריליו דה רוסה Murinae עכברים Murinsel מוראינסל Muristan מוריסטן Murji'ah מורג'יאה Murmansk מורמנסק Murmansk Oblast מורמנסק Murmillo מורמילו Muro Bot משתמש:Muro Bot Muro de Aguas משתמש:Muro de Aguas Muroid rodents קטגוריה:עכברים Muroidea עכברים Muromachi period תקופת אשיקאגה Murovani Kurylivtsi מורובנייה קורילובצי Murphy מרפי Murphy Brown מרפי בראון Murphy's Irish Stout מרפי'ס Murphy's law חוק מרפי Murray Bookchin מארי בוקצ'ין Murray Gell-Mann מארי גל-מאן Murray Leinster מארי לנסטר Murray Perahia מאריי פרחיה Murray River מארי Murray Rose מארי רוז Murray Roston מאיר רוסטון Murray Rothbard מארי רות'בארד Murray Turoff מארי טורוף Murray–Darling basin אגן מארי-דרלינג Murree Brewery מבשלת מרי Mursili מורשיליש Mursili I מורשיליש הראשון Mursili II מורשיליש השני Mursili III מורשיליש השלישי Murtala Muhammed International Airport נמל התעופה הבינלאומי מורטלה מוחמד Murtaz Khurtsilava מורתז חורצילווה Murtazaa.ta/sandbox שארג'ה Murugesh.rgukt עקרבאים Murus Dacicus חומה דאקית Musa בננה Musa מוסא Musa Alami מוסא אל-עלמי Musa Dagh מוסא דאג Musa Hilal מוסא הילאל Musa I of Mali מלך מאלי מנסא מוסא הראשון Musa al-Husayni מוסא כאט'ם אל-חוסייני Musa al-Kadhim מוסא אל-כאט'ם Musa al-Sadr מוסא א-צדר Musa bin Nusayr מוסא בן נציר Musala מוסלה Musar מוסר Musar movement קטגוריה:תנועת המוסר Musar movement תנועת המוסר Musashi Gundoh מוסאשי גאנדו Musca זבוב Musca קטגוריה:קבוצת הכוכבים זבוב Muscarinic acetylcholine receptor קולטן מוסקריני Muscicapidae קטגוריה:חטפיתיים Muscidae קטגוריה:זבוביים Muscle שריר Muscle spindle כישור השריר Muscle tone טונוס Muscles of mastication שרירי הלעיסה Muscles of the lower limb קטגוריה:שרירי הגפיים התחתונות Muscles of the upper limb קטגוריה:שרירי הגפיים העליונות Muscovite מוסקוביט Muscovite Russia קטגוריה:נסיכות מוסקבה Muscovy מוסקוביה Muscovy duck ברווז מוסקובי Muscular Judaism יהדות השרירים Muscular disorders קטגוריה:הפרעות שרירים Muscular system מערכת השרירים Muscular system קטגוריה:מערכת השרירים Musculoskeletal disorders קטגוריה:מחלות מערכת השריר-שלד ורקמות חיבור Musculoskeletal system קטגוריה:מערכת השריר-שלד Musculus flexor digiti minimi brevis השריר כופף הזרת הקצר Muse מוזה Muse מיוז Muse קטגוריה:מיוז Muse תבנית:מיוז MuseScore MuseScore Muselmann מוזלמן Museo Correr מוזיאון קורר Museo Egizio המוזיאון המצרי Museo Ferrari גלריה פרארי Museo Nacional Centro de Arte Reina Sofía מוזיאון ריינה סופיה Museo Nacional de Antropología המוזיאון הלאומי לאנתרופולוגיה Museo Popol Vuh מוזיאון פופול ואישל Museo Rosenbach מוזיאו רוזנבאך Museo Soumaya מוזיאון סומאיה Museo archeologico nazionale המוזיאון הארכאולוגי הלאומי של קליארי Museo de la Naturaleza y el Hombre מוזיאון הטבע והאדם Museo del Prado מוזיאון הפראדו Museo del Prado קטגוריה:מוסאו דל פראדו Museo dell'Opera del Duomo מוזיאון הדואומו Muses קטגוריה:מוזות Museu de les Ciències Príncipe Felipe מוזיאון הנסיך פליפה למדע Museum מוזיאון Museum Island אי המוזיאונים Museum Island קטגוריה:אי המוזיאונים Museum Ludwig מוזיאון לודוויג Museum Van Loon מוזיאון ואן לון Museum Willet-Holthuysen מוזיאון וילט הולטהאוסן Museum Witt מוזיאון ויט Museum collections קטגוריה:אוספי מוזיאונים Museum für Naturkunde מוזיאון הטבע Museum für Vor- und Frühgeschichte המוזיאון לפרהיסטוריה ולהיסטוריה קדומה Museum of Anatolian Civilizations המוזיאון לתרבויות אנטוליה Museum of Contemporary Design and Applied Arts המוזיאון לעיצוב ואמנות שימושית בני זמננו Museum of Domestic Design and Architecture המוזיאון לעיצוב ביתי ולארכיטקטורה Museum of Eroticism מוזיאון הארוטיקה Museum of Fine Arts המוזיאון לאמנות יפה Museum of Glass מוזיאון הזכוכית Museum of History of Moscow המוזיאון להיסטוריה של מוסקבה Museum of Jewish Heritage מוזיאון המורשת היהודית Museum of London מוזיאון לונדון Museum of London Docklands מוזיאון בדוקלנדס Museum of Modern Art המוזיאון לאמנות מודרנית Museum of Roman Civilization המוזיאון לתרבות הרומית Museum of Science and Industry מוזיאון המדע והתעשייה Museum of Soviet Occupation מוזיאון הכיבוש הסובייטי Museum of Soviet occupation מוזיאון הכיבוש הסובייטי Museum of Underground Prisoners מוזיאון אסירי המחתרות - ירושלים Museum of the Bible מוזיאון התנ"ך Museum of the City of New York מוזיאון העיר ניו יורק Museum of the Moving Image המוזיאון האמריקאי לקולנוע Museum of the Rockies מוזיאון הרי הרוקי Museum on the Seam מוזיאון על התפר Museum ships קטגוריה:אוניות מוזיאון Museum ships in the United Kingdom קטגוריה:אוניות מוזיאון בריטיות Museumplein מוזאומפליין Museums קטגוריה:מוזיאונים Museums by country קטגוריה:מוזיאונים לפי מדינה Museums by type קטגוריה:מוזיאונים לפי נושא Museums in Amsterdam קטגוריה:אמסטרדם: מוזיאונים Museums in Australia קטגוריה:אוסטרליה: מוזיאונים Museums in Austria קטגוריה:אוסטריה: מוזיאונים Museums in Belgium קטגוריה:בלגיה: מוזיאונים Museums in Berlin קטגוריה:ברלין: מוזיאונים Museums in Budapest קטגוריה:בודפשט: מוזיאונים Museums in California קטגוריה:קליפורניה: מוזיאונים Museums in Canada קטגוריה:קנדה: מוזיאונים Museums in China קטגוריה:סין: מוזיאונים Museums in County Dublin קטגוריה:דבלין: מוזיאונים Museums in Egypt קטגוריה:מצרים: מוזיאונים Museums in Finland קטגוריה:פינלנד: מוזיאונים Museums in Florence קטגוריה:פירנצה: מוזיאונים Museums in France קטגוריה:צרפת: מוזיאונים Museums in Georgia קטגוריה:גאורגיה: מוזיאונים Museums in Germany קטגוריה:גרמניה: מוזיאונים Museums in Haifa קטגוריה:חיפה: מוזיאונים Museums in Hong Kong קטגוריה:הונג קונג: מוזיאונים Museums in Hungary קטגוריה:הונגריה: מוזיאונים Museums in Illinois קטגוריה:אילינוי: מוזיאונים Museums in India קטגוריה:הודו: מוזיאונים Museums in Israel קטגוריה:ישראל: מוזיאונים Museums in Italy קטגוריה:איטליה: מוזיאונים Museums in Japan קטגוריה:יפן: מוזיאונים Museums in Jerusalem קטגוריה:ירושלים: מוזיאונים Museums in Jordan קטגוריה:ירדן: מוזיאונים Museums in Lebanon קטגוריה:לבנון: מוזיאונים Museums in London קטגוריה:לונדון: מוזיאונים Museums in Madrid קטגוריה:מדריד: מוזיאונים Museums in Mexico קטגוריה:מקסיקו: מוזיאונים Museums in Moscow קטגוריה:מוסקבה: מוזיאונים Museums in New York קטגוריה:מדינת ניו יורק: מוזיאונים Museums in New York City קטגוריה:ניו יורק: מוזיאונים Museums in New Zealand קטגוריה:ניו זילנד: מוזיאונים Museums in Paris קטגוריה:פריז: מוזיאונים Museums in Pennsylvania קטגוריה:פנסילבניה: מוזיאונים Museums in Poland קטגוריה:פולין: מוזיאונים Museums in Romania קטגוריה:רומניה: מוזיאונים Museums in Rome קטגוריה:רומא: מוזיאונים Museums in Russia קטגוריה:רוסיה: מוזיאונים Museums in Scotland קטגוריה:סקוטלנד: מוזיאונים Museums in Spain קטגוריה:ספרד: מוזיאונים Museums in Switzerland קטגוריה:שווייץ: מוזיאונים Museums in Tbilisi קטגוריה:טביליסי: מוזיאונים Museums in Tel Aviv קטגוריה:תל אביב-יפו: מוזיאונים Museums in Turin קטגוריה:טורינו: מוזיאונים Museums in Turkey קטגוריה:טורקיה: מוזיאונים Museums in Turku קטגוריה:טורקו: מוזיאונים Museums in Venice קטגוריה:ונציה: מוזיאונים Museums in Vienna קטגוריה:וינה: מוזיאונים Museums in the City of Westminster קטגוריה:וסטמינסטר: מוזיאונים Museums in the Netherlands קטגוריה:הולנד: מוזיאונים Museums in the Republic of Ireland קטגוריה:אירלנד: מוזיאונים Museums in the United Kingdom קטגוריה:בריטניה: מוזיאונים Museums in the United States קטגוריה:ארצות הברית: מוזיאונים Museums in the United States by city קטגוריה:מוזיאונים בארצות הברית לפי עיר Museums in the United States by state קטגוריה:מוזיאונים בארצות הברית לפי מדינה Museums in the United States by type קטגוריה:ארצות הברית: מוזיאונים לפי נושא Museums in the West Bank קטגוריה:יהודה ושומרון: מוזיאונים Museumsquartier רובע המוזיאונים בווינה Mushabian culture התרבות המושאבית Mushezib-Marduk מושזיב-מרדוך Mushroom cloud ענן פטרייה Mushthaid Garden פארק מושטאידי Music Music Music מוזיקה Music פורטל:מוזיקה Music קטגוריה:מוזיקה Music & Me Music & Me Music 24 ערוץ 24 Music Bank Music Bank Music Box Music Box Music Genome Project פרויקט הגנום המוזיקלי Music OCR Music OCR Music and Lyrics מילים ולחן Music and Lyrics: Music from the Motion Picture מילים ולחן Music award winners קטגוריה:זוכי פרסים למוזיקה Music awards קטגוריה:פרסים מוזיקליים Music box תיבת נגינה Music by country or nationality קטגוריה:מוזיקה לפי מדינה Music catalogues קטגוריה:קטלוגים מוזיקליים Music competition winners קטגוריה:זוכי תחרויות מוזיקה Music competitions קטגוריה:תחרויות מוזיקה Music critics קטגוריה:מבקרי מוזיקה Music director מנהל מוזיקלי Music directors קטגוריה:מנצחי אופרה Music educators קטגוריה:מורים למוזיקה Music events קטגוריה:אירועי זמר Music festivals קטגוריה:פסטיבלי מוזיקה Music festivals in Israel קטגוריה:פסטיבלי מוזיקה בישראל Music festivals in the United Kingdom קטגוריה:בריטניה: פסטיבלי מוזיקה Music festivals in the United States קטגוריה:ארצות הברית: פסטיבלי מוזיקה Music for the Masses Music for the Masses Music genre סוגה מוזיקלית Music genres קטגוריה:סגנונות מוזיקליים Music hall מיוזיק הול Music historians קטגוריה:היסטוריונים של המוזיקה Music history קטגוריה:היסטוריה של המוזיקה Music industry תעשיית המוזיקה Music infobox templates קטגוריה:תבניות פרמטריות - מוזיקה Music magazines קטגוריה:כתבי עת למוזיקה Music of Africa מוזיקה אפריקאית Music of Argentina מוזיקה ארגנטינאית Music of China מוזיקה סינית Music of Cuba מוזיקה קובנית Music of Ethiopia מוזיקה אתיופית Music of Georgia קטגוריה:מוזיקה גאורגית Music of Germany מוזיקה גרמנית Music of Greece מוזיקה יוונית Music of Greenland מוזיקה של גרינלנד Music of India מוזיקה הודית Music of Israel זמר עברי Music of Latin America מוזיקה לטינית Music of Scotland מוזיקה סקוטית Music of the Sun Music of the Sun Music of the Trecento מוזיקה של הטרצ'נטו Music organizations קטגוריה:מוסדות מוזיקליים Music people קטגוריה:אנשי מוזיקה Music psychology פסיכולוגיה של המוזיקה Music publishers קטגוריה:מוציאים לאור של מוזיקה Music schools in Israel קטגוריה:בתי ספר למוזיקה בישראל Music sequencer סקוונסר Music software קטגוריה:תוכנות מוזיקה Music stubs קטגוריה:קצרמר מוזיקה Music television channels קטגוריה:ערוצי מוזיקה Music television series קטגוריה:תוכניות מוזיקה Music templates קטגוריה:תבניות ניווט - מוזיקה Music theory קטגוריה:תאוריית המוזיקה Music theory תורת המוזיקה Music therapy טיפול במוזיקה Music user templates קטגוריה:ויקיפדיה - משתמש - מוזיקה Music video וידאו קליפ Music websites קטגוריה:אתרי מוזיקה MusicBrainz MusicBrainz MusicBrainz artist תבנית:MusicBrainz אמן MusicInCentury תבנית:מוזיקה לפי מאה Musical מיוזיקל Musical canine freestyle ריקודים עם כלבים Musical chairs משחק הכיסאות Musical composition הלחנה Musical culture קטגוריה:תרבות מוזיקלית Musical duos קטגוריה:צמדים מוזיקליים Musical eras קטגוריה:מוזיקה לפי תקופה Musical families קטגוריה:משפחות במוזיקה Musical film סרט מוזיקלי Musical films קטגוריה:סרטים מוזיקליים Musical form קטגוריה:מבנים מוזיקליים Musical forms קטגוריה:צורות מוזיקליות Musical group navigational boxes קטגוריה:תבניות ניווט - הרכבים מוזיקליים Musical groups קטגוריה:הרכבים מוזיקליים Musical groups by genre קטגוריה:להקות לפי סגנון Musical groups by nationality קטגוריה:להקות לפי מדינה Musical groups by numbers קטגוריה:הרכבים מוזיקליים לפי מספר נגנים Musical improvisation אלתור Musical instrument כלי נגינה Musical instrument classification מיון כלי נגינה Musical instrument makers קטגוריה:בוני כלי נגינה Musical instrument manufacturing companies קטגוריה:יצרני כלי נגינה Musical instruments קטגוריה:כלי נגינה Musical isomorphism הורדה והעלאה של אינדקסים Musical keys קטגוריה:סולמות במוזיקה Musical notation קטגוריה:סימנים מוזיקליים Musical note תו Musical notes קטגוריה:תווים Musical quartets קטגוריה:רביעיות מוזיקליות Musical saw מסור מוזיקלי Musical sextets קטגוריה:שישיות מוזיקליות Musical techniques קטגוריה:טכניקות מוזיקליות Musical terminology קטגוריה:מונחים מוזיקליים Musical theatre מחזמר Musical theatre composers קטגוריה:מלחיני מחזות זמר Musical tone גובה Musical trios קטגוריה:שלישיות מוזיקליות Musicals קטגוריה:מחזות זמר Musicals based on films קטגוריה:מחזות זמר מבוססי סרטים Musician מוזיקאי Musician fan user templates קטגוריה:ויקיפדיה - משתמש - מעריצי להקות וזמרים Musician templates קטגוריה:תבניות ניווט - מוזיקאים Musicians קטגוריה:מוזיקאים Musicians by genre קטגוריה:מוזיקאים לפי סוגה Musicians by instrument קטגוריה:נגנים Musicians by nationality קטגוריה:מוזיקאים לפי מוצא Musicians from Georgia קטגוריה:מוזיקאים גאורגים Musicians who committed suicide קטגוריה:מתאבדים: מוזיקאים Musicologists קטגוריה:מוזיקולוגים Musicology מוזיקולוגיה Musicology קטגוריה:מוזיקולוגיה Musidora מוסידורה Musikverein מוזיקפראיין Musique concrète מוזיק קונקרט Musk deer קטגוריה:איילי מושק Musk duck ברווז מושק Muskau Park פארק מוז'קובסקי Musket מוסקט Musket Wars מלחמות המוסקט Musketeer מוסקטר Muskmelon מלון Muskox כבש המושק Muskrat אונדטרה Musky rat-kangaroo קנגוריל המושק Muslim מוסלמים Muslim Brotherhood האחים המוסלמים Muslim Brotherhood קטגוריה:האחים המוסלמים Muslim Magomayev מוסלים מגומאייב Muslim Quarter הרובע המוסלמי Muslim activists קטגוריה:פעילים פוליטיים אסלאמיים Muslim conquest of the Levant הכיבוש הערבי של ארץ ישראל Muslim dynasties קטגוריה:שושלות מוסלמיות Muslim historians קטגוריה:היסטוריונים מוסלמים Muslim history in Palestine תולדות האסלאם בארץ ישראל Muslim holidays חגים ומועדים באסלאם Muslim philosophers קטגוריה:פילוסופים מוסלמים Muslim scholars קטגוריה:מדענים מוסלמים Muslim world העולם המוסלמי Muslims קטגוריה:מוסלמים Musmus מוסמוס Musophagidae קטגוריה:טוראקואים Muspelheim מוספלהיים Mussaf תפילת מוסף Mussie Zerai מוסי זראי Musta'arabi Jews מוסתערבים Mustafa מוסטפא Mustafa A.G. Abushagur מוסטפא אבו שאקור Mustafa Abdul Jalil מוסטפא עבד אל-ג'ליל Mustafa Badreddine מוסטפא בדר א-דין Mustafa Barghouti מוסטפא ברגותי Mustafa Barzani מוסטפא ברזאני Mustafa Dirani מוסטפא דיראני Mustafa I מוסטפא הראשון Mustafa II מוסטפא השני Mustafa III מוסטפא השלישי Mustafa IV מוסטפא הרביעי Mustafa Kamil Pasha מוסטפא כאמל Mustafa Kemal Atatürk מוסטפא כמאל אטאטורק Mustafa Mansour מוסטפא מנסור Mustafa Sandal מוסטפא סנדל Mustafa Tlass מוסטפא טלאס Mustafa Zazai מוסטפא זאזאי Mustafa el-Nahhas מוסטפא אל נחאס פאשה Mustai Karim מוסטאי כרים Mustang ילדות פרא Mustang מוסטנג Mustansiriya Madrasah אוניברסיטת אל-מסתנצריה Mustapha Hadji מוסטפא חאג'י Mustard חרדל Mustelidae סמוריים Mustelidae קטגוריה:סמוריים Mustelidae nav תבנית:סמוריים Mustelinae סמורים Mustjala Parish מוסטיאלה Muszyna מושינה Musée Curie מוזיאון קירי Musée Grévin מוזיאון גרוון Musée Marmottan Monet מוזיאון מרמוטן מונה Musée Nissim de Camondo מוזיאון נסים דה קמונדו Musée Pasteur מוזיאון פסטר Musée Picasso מוזיאון פיקאסו Musée Rodin מוזיאון רודן Musée d'Art et d'Histoire du Judaïsme המוזיאון לאמנות ולהיסטוריה של היהדות Musée d'Orsay מוזיאון ד'אורסה Musée d'Orsay קטגוריה:מוזיאון ד'אורסה Musée de Montmartre מוזיאון מונמארטר Musée de Radio France מוזיאון רדיו צרפת Musée de l'Armée מוזיאון הצבא Musée de l'Homme מוזיאון האדם Musée de l'Orangerie מוזיאון האורנז'רי Musée de l'Ordre de la Libération מוזיאון מסדר השחרור Musée de l’air et de l’espace מוזיאון האוויר והחלל הצרפתי Musée des Arts et Métiers המוזיאון לאמנויות ולמקצועות Musée des Plans-Reliefs מוזיאון מפות התבליט Musée du Luxembourg מוזיאון לוקסמבורג Musée du quai Branly מוזיאון קה בראנלי Musée national Gustave Moreau מוזיאון גוסטב מורו Musée national du Moyen Âge מוזיאון קלוני Mut מות Mutagen מוטגן Mutagenesis מוטגנזה מכוונת Mutanabbi Street רחוב אל-מתנבי Mutant מוטאנט Mutant Massacre אקס-מן: טבח המוטאנטים MutantPlatypus/Libertarianism ליברטריאניזם Mutarotation מוטרוטציה Mutase מוטאז Mutation מוטציה Mutation breeding השבחה באמצעות מוטציות Mutations Mutations Mutayr שבט מוטייר Mutaz Essa Barshim מועתז עיסא בראשים Mutbaal מוטבעל Mute עמעם Mute swan ברבור מצוי Muteesa I of Buganda מוטסה הראשון Muthanna Governorate אל-מות'נא Mutilated chessboard problem משפט גומורי Mutiny מרד Mutiny on the Bounty המרד על הבאונטי Mutsamudu מוטסמודו Muttenz מוטנז Mutter Mutter Mutual assured destruction השמדה הדדית מובטחת Mutual exclusion מניעה הדדית Mutual information אינפורמציה הדדית Mutualism הדדיות Mutya Buena מוטיה בואנה Muwatalli I מוותליש הראשון Muwatalli II מוותליש השני Muyinga מויינגה Muzahim al-Pachachi מוזאחם אל-פאצ'צ'י Muzio Clementi מוציו קלמנטי Muzzle זמם Muzzle brake מפצה סטייה Muzzle velocity מהירות לוע Muñeca Brava בובה פראית Muʿtazila מועתזילה Mv Mv Mwadi Mabika מוואדי מאביקה Mwai Kibaki מוואי קיבאקי Mwanga II of Buganda מואנגה השני Mwanza flat-headed rock agama חרדון מוואנזה Mwelch11 פוספוגלוקומוטאז Mwphoto/Watford וטפורד MxcnKing926/Mexico national football team נבחרת מקסיקו בכדורגל Mxyzptlk.PNG קובץ:Mxyzptlk.png My Baby Just Cares for Me My Baby Just Cares for Me My Beautiful Dark Twisted Fantasy My Beautiful Dark Twisted Fantasy My Belarusy המנון בלארוס My Best Friend's Wedding החתונה של החבר שלי My Big Fat Greek Wedding החתונה היוונית שלי My Bloody Valentine בלאדי ולנטיין My Bloody Valentine 3D בלאדי ולנטיין 3D My Brother Is an Only Child אחי הוא בן יחיד My Chemical Romance מיי כמיקל רומנס My Country I Vow to Thee my Country I Vow to Thee My Cousin Vinny בן דודי ויני My Dad the Rock Star אבא שלי כוכב רוק My December My December My December Album.PNG תמונה:Kelly Clarkosn - My December Cover.jpg My Dying Bride My Dying Bride My Everything My Everything My Fair Lady גבירתי הנאווה My Family המשפחה שלי My Family and Other Animals משפחתי וחיות אחרות My Favorite Things My Favorite Things My First Story My First Story My Generation My Generation My Glorious Brothers אחי גיבורי התהילה My Happy Ending Under My Skin#סינגלים My Immortal My Immortal My Ishmael ישמעאל שלי My Israel ישראל שלי My Kind of Broadway My Kind of Broadway My Kind of Christmas My Kind of Christmas My Kind of Christmas.jpg קובץ:Christina Aguilera - My Kind of Christmas.jpg My Lai Massacre טבח מי ליי My Left Foot כף רגלי השמאלית My Life as a Teenage Robot חיי כרובוט מתבגרת My Life to Live לחיות את חייה My Little Pony הפוני הקטן שלי My Little Pony: Friendship Is Magic הפוני הקטן שלי: חברות היא קסם My Love Is Your Love My Love Is Your Love My Mad Fat Diary יומן השומן My Michael מיכאל שלי My Name Is Earl קוראים לי ארל My Name Is Nobody קוראים לי אף אחד My Neighbor Totoro השכן הקסום שלי טוטורו My Neighbor Totoro - Tonari no Totoro קובץ:Totoro.jpg My One and Only האחד והיחיד My Own Private Idaho איידהו שלי My Parents Are Aliens ההורים שלי חייזרים My Prerogative My Prerogative My Same My Same My Sister's Keeper שומרת אחותי My Sister's Machine מיי סיסטר'ס מאשין My So-Called Life אלה הם חיי My Son Mio מיו שלי מיו My Story My Story My Stroke of Insight התקף התובנה שלי My Time Night Time My Time Night Time My Way My Way My Week with Marilyn השבוע שלי עם מרילין My Wife and My Mother-in-Law הכלה והחותנת My World My World My World 2.0 My World 2.0 My Year of Meats שנת הבשרים שלי My Yiddishe Momme א יידישע מאמע My Ántonia אנטוניה שלי MyBB MyBB MyHeritage MyHeritage MyPa players קטגוריה:כדורגלני מייפה MySQL MySQL Mya למש Mya מיה Myanmar מיאנמר Myanmar קטגוריה:מיאנמר Myanmar at the Olympics מיאנמר במשחקים האולימפיים Myanmar at the Paralympics מיאנמר במשחקים הפאראלימפיים Myanmar national football team נבחרת מיאנמר בכדורגל Myasthenia gravis מיאסטניה גראביס Myc Myc Mycelium תפטיר Mycenae מיקנה Mycenaean Greece יוון המיקנית Mycenaean Greek מיקנית Mycetozoa ריריות Mycobacterium leprae Mycobacterium leprae Mycobacterium tuberculosis Mycobacterium tuberculosis Mycology מיקולוגיה Mycoplasma Mycoplasma Mycoplasma genitalium Mycoplasma Genitalium Mycorrhiza מיקוריזה Mycosis פטרת Mycosis-related cutaneous conditions קטגוריה:פטרות Mycroft Holmes מייקרופט הולמס Mycteria חסידן Myelin מיאלין Myelodysplastic syndrome התסמונת המיאלודיספלסטית Myelofibrosis מיילופיברוזיס ראשונית Myeloid תאים מיאלואידים Myeloproliferative neoplasm מחלה מיילופרוליפרטיבית Myeong-dong מיונגדונג Myer Prinstein מאיר פרינסטיין Myers מאיירס Myers–Briggs Type Indicator MBTI Myhill–Nerode theorem משפט מייהיל-נרוד Mykhailo Verbytsky מיכאילו ורביצקי Mykola Avilov מיקולה אבילוב Mykola Azarov מיקולה אזארוב Mykola Kudrytsky ניקולאי קודריצקי Mykola Pymonenko מיקולה פימוננקו Mykolaiv מיקולאייב Mykolaiv Oblast מיקולאייב Mykolaiv Oblast קטגוריה:מחוז מיקולאייב Mykolaiv Oblast Pervomaisk פרבומייסק Mykonos מיקונוס Mylan מיילן Myles מילס Myles Turner מיילס טרנר Myliobatiformes טחנאים Mylo Xyloto Mylo Xyloto Mylodon מילודון Mylène Farmer מיילין פארמר Mymble and Little My The Book about Moomin מומינטרול ומאי הקטנה הספר על בימבל Mymelo משתמש:Mymelo Myobatrachidae מיובטרכיים Myocardial infarction אוטם שריר הלב Myocardial perfusion imaging מיפוי לב Myocarditis דלקת שריר הלב Myocet מיוצט Myoclonus מיוקלונוס Myoglobin מיוגלובין Myohan/Nuclear Medicine Sandbox רפואה גרעינית Myoma מיומה Myomorpha דמויי עכבר Myoneural junction and neuromuscular diseases קטגוריה:מחלות מצמת עצב ושריר ומחלות שרירים Myopathy מיופתיה Myopia קוצר ראייה Myory מיורי Myosatellite cell תאי לוויין Myosin מיוזין Myosotis זכריני Myostatin מיוסטטין Myotis vivesi נשפון דייג Myotonia congenita מיוטוניה קונגניטה Myr למ"ש Myra Breckinridge מיירה ברקינרידג' Myra Hess מיירה הס Myrath מיראת' Myrhorod מירהורוד Myriads Myriads Myriam Fox-Jerusalmi מרים פוקס-ירושלמי Myriam Harry מרים הרי Myriam Yardeni מרים ירדני Myriapoda מרבי-רגל Myriophyllum אלף עלה Myrmecology מירמקולוגיה Myrmecophagidae דובי נמלים גדולים Myrmekiaphila neilyoungi מירמקיאפילה ניליאנגי Myrna Hansen מירנה הנסן Myrna Loy מירנה לוי Myron מירון Myron Bolitar מיירון בוליטר Myron Scholes מיירון שולס Myropil מירופיל Myrrh מור Myrtaceae הדסיים Myrtaceae קטגוריה:הדסיים Myrtales הדסאים Myrtales קטגוריה:הדסאים Myrtilus מירטילוס Myrtle Corbin מירטל קורבין Myrtoan Sea ים מירטון Myrtus הדס Myself & Irene Me עצמי ואיירין אני Myself and I Me Myself And I Me Myson of Chenae מיסון Mysophobia מיזופוביה Myspace מייספייס Myst מיסט Mystacinidae מיסטציניים Mysteries קטגוריה:מסתורין Mysterio מיסטריו Mysterious Island אי התעלומות Mysterious Island תמונה:Mysterious IslandAAA.jpg Mysterious Skin עור מסתורי Mystery Spot נקודת המסתורין Mystery film סרט בלשי Mystery films קטגוריה:סרטי מסתורין Mystery shopping לקוח סמוי Mystery television series קטגוריה:סדרות מתח Mystic Pizza מיסטיק פיצה Mystic River מיסטיק ריבר Mysticism מיסטיקה Mysticism קטגוריה:מיסטיקה Mystics קטגוריה:מיסטיקנים Mystikal מיסטיקל Mystique מיסטיק Mystras מיסטרס Mystère מיסטר Mystìc/scratchpad קולומבו Myth מיתוס Myth of the flat Earth מיתוס הארץ השטוחה MythBusters מכסחי המיתוסים Mythic humanoids קטגוריה:יצורים מיתולוגיים דמויי אדם Mythodea Mythodea Mythological Greek characters קטגוריה:גיבורים מהמיתולוגיה היוונית Mythological characters קטגוריה:דמויות מיתולוגיות Mythological kings קטגוריה:מלכים אגדיים Mythological peoples קטגוריה:עמים מיתולוגיים Mythologies מיתולוגיות Mythology מיתולוגיה Mythology קטגוריה:מיתולוגיה Mythology by culture קטגוריה:מיתולוגיות של עמים Mythology stubs קטגוריה:קצרמר מיתולוגיה Mythopoeic Society האגודה המיתופואטית Mytilene מיטילנה Mytwocents/John Kennedy assassination רצח קנדי Myung-wha Chung מיונג-וה צ'ונג Myung-whun Chung מיונג-וון צ'ונג Myxomatosis מיקסומטוזיס Myxomatous degeneration ניוון מיקסומטי Myzopoda מיזופודיים Myōjin-shō מיוג'ין-שו Myōjō מיוג'ו Mz User:Milan.sk Mze TV ערוץ מזה Mzungu מזונגו Mzymta River מזימטה MØ מו Má vlast מולדתי Mád מאד Máel Coluim mac Alaxandair מלקולם מק אלכסנדר Máel Dúin mac Conaill מאל דואין מק קונאל Málaga מאלגה Málaga קטגוריה:מאלגה Málaga CF מאלגה Málaga CF managers קטגוריה:מאמני מאלגה Málaga CF players קטגוריה:כדורגלני מאלגה Máramaros County רוזנות מרמורש Márcio Amoroso מרסיו אמורוזו Mário Pečalka מריו פצ'אלקה Mário Pinto de Andrade מריו פינטו דה אנדרדה Mário Schenberg מריו שונברג Mário Soares מריו סוארש Mário Zagallo מריו זגאלו Mário de Sá-Carneiro מריו דה סא-קרנירו Márton Fülöp מרטון פולפ Mátra הרי מאטרה Mátyás Rákosi מתיאש ראקושי Mátyás Seiber מתיאש שייבר Mädchen Amick מדשן אמיק Mälaren מלארן Männliflue מאנליפלואה Märe מרה Märklin מרקלין Månegarm מונגרם Måns Zelmerlöw מונס סלמרלוב Médecins Sans Frontières רופאים ללא גבולות Mélanie Laurent מלאני לורן Ménage à trois מנאז' א-טרואה Ménière's disease מחלת מנייר Méret Oppenheim מרט אופנהיים Mérida מרידה Mérida Mérida מרידה Mérida State Symphony Orchestra התזמורת הסימפונית הממלכתית של מרידה Mërgim Mavraj מארגים מבראיי Mía Maestro מיה מאסטרו Míchel מיצ'ל Míchel Salgado מיצ'ל סלגאדו Mírzá Muhammad `Alí מירזא מוחמד עלי Mór Jókai מור יוקאי Móstoles מוסטולס Möbelwagen פלאקפאנצר 4 Möbius function פונקציית מביוס Möbius inversion formula נוסחת ההיפוך של מביוס Möbius strip טבעת מביוס Möbius transformation העתקת מביוס Mödling מדלינג Mönch מנך Mönchengladbach מנשנגלדבך Möngke Khan מונגקה חאן Mörön מורון Mössbauer effect אפקט מסבאואר Mötley Crüe מוטלי קרו Múm מום Música popular brasileira מוזיקה פופולרית ברזילאית Müezzin mahfili מהפיל Mühlhausen מילהאוזן Mülheim מילהיים על הרוהר Müller מילר Müller's Bornean gibbon גיבון אפור פרווה Müllerian agenesis תסמונת מאייר-רוקיטנסקי Müllerian mimicry חיקוי מילריאני Münchhausen מינכהאוזן Münster מינסטר Münster קטגוריה:מינסטר Mürzzuschlag מירצצושלאג Müstair Saint John Abbey המנזר הבנדיקטיני של יוחנן הקדוש במיסטר Mývatn אגם מיוואטן Māori קטגוריה:מאורים Māori King Movement תנועת המלך Māori language מאורית Māori people מאורים Māris Liepa מריס ליאפה Māris Verpakovskis מאריס ורפקובסקיס Māui מאווי Mămăligă ממליגה Mărculești מרקולשט Mărțișor מרצישור Mīmu Iro Iro Yume no Tabi דימי בעקבות התגליות הגדולות Mława מלאווה MŠK Žilina מ.ש.ק. ז'ילינה MŠK Žilina players קטגוריה:כדורגלני מ.ש.ק. ז'ילינה Mỹ Sơn מקדש מי סון N N N'Djamena נג'מנה N'Golo Kanté אנגולו קאנטה N,N-Dimethyltryptamine דימתילטריפטאמין N-Butanol 1-בוטנול N-Butyllithium בוטילליתיום N-Glycolylneuraminic acid Neu5Gc N-terminus קצה אמיני N. Lobachevsky State University of Nizhny Novgorod האוניברסיטה הממלכתית של ניז'ני נובגורוד N. S. Grundtvig ניקולאי גרונטוויג N.E.B. Ezra ניסים אליאס בנימין עזרא N.E.C. ניימכן N.F.-Board teams קטגוריה:נבחרות כדורגל שאינן מוכרות על ידי פיפ"א N.W.A N.W.A N1 N-1 NAACP Image Award פרס NAACP Image NAALE Program נעל"ה NAC Breda נאק ברדה NAC Breda players קטגוריה:כדורגלני נאק ברדה NAFA נפה NAMES Project AIDS Memorial Quilt פרויקט שמיכת הזיכרון NAMESPACEID תבנית:מספר מרחב שם NAMESPACEID/sandbox תבנית:מספר מרחב שם NAND gate NAND לוגי NASA נאס"א NASA קטגוריה:נאס"א NASA Deep Space Network רשת חלל עמוק NASA planetary exploration programs תבנית:תוכניות נאס"א לחקר מערכת השמש NASA space probes קטגוריה:גשושיות אמריקאיות NASDAQ נאסד"ק NASDAQ תבנית:Nasdaq NASDAQ-100 מדד נאסד"ק 100 NATAL Israel נט"ל NATO נאט"ו NATO קטגוריה:נאט"ו NATO Joint Military Symbology תקן נאט"ו לסימון כוחות NATO bombing of Yugoslavia מבצע כוח מאוחד NATO officials קטגוריה:נאט"ו: אישים NATO reporting name קוד דיווח נאט"ו NBA 2K NBA 2K NBA All-Defensive Team חמישיית ההגנה של העונה ב-NBA NBA All-Rookie Team חמישיית הרוקיז של העונה ב-NBA NBA All-Star Game משחק האולסטאר של ה-NBA NBA All-Star Game MVP Award תבנית:MVP של משחק האולסטאר של ה-NBA NBA All-Star Game Most Valuable Player Award MVP של משחק האולסטאר של ה-NBA NBA All-Star Weekend סוף-שבוע האולסטאר ב-NBA NBA All-Star Weekend Skills Challenge אתגר הכישורים של ה-NBA NBA Arenas תבנית:אולמות ליגת ה-NBA NBA Coach of the Year Award מאמן השנה ב-NBA NBA Commissioners תבנית:קומישינר NBA Defensive Player of the Year Award שחקן ההגנה של העונה ב-NBA NBA Defensive Players of the Year תבנית:שחקן ההגנה של העונה ב-NBA NBA Development League ליגת הפיתוח של ה-NBA NBA Development League קטגוריה:ליגת הפיתוח של ה-NBA NBA Development League תבנית:קבוצות ליגת הפיתוח של ה-NBA NBA Development League All-Star Game משחק האולסטאר של ליגת הפיתוח של ה-NBA NBA Development League teams קטגוריה:קבוצות ליגת הפיתוח של ה-NBA NBA Executive of the Year Award מנהל השנה ב-NBA NBA Finals MVPs תבנית:MVP של סדרת הגמר ב-NBA NBA Live NBA Live NBA Most Improved Player Award השחקן המשתפר של העונה ב-NBA NBA Most Improved Players תבנית:השחקן המשתפר של העונה ב-NBA NBA Most Valuable Player Award MVP של העונה הסדירה ב-NBA NBA NumberOne Draft Picks תבנית:בחירות ראשונות בדראפט ה-NBA NBA Rookie of the Year Award רוקי השנה ב-NBA NBA Rookies of the Year תבנית:רוקי השנה ב-NBA NBA Sixth Man of the Year Award השחקן השישי של העונה ב-NBA NBA Sixth Man of the Year Award Winners תבנית:השחקן השישי של העונה ב-NBA NBA Sportsmanship Award פרס הספורטיביות של ה-NBA NBA Sportsmanship Award Winners תבנית:פרס הספורטיביות של ה-NBA NBA Summer League ליגת הקיץ של ה-NBA NBA draft דראפט ה-NBA NBA seasons תבנית:ניווט עונות NBA NBA territorial pick בחירת דראפט טריטוריאלית ב-NBA NBAdefunct תבנית:קבוצות NBA שהתפרקו NBC NBC NBC Symphony Orchestra התזמורת הסימפונית של רשות השידור הלאומית NC State Wolfpack men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של קרוליינה הצפונית NCAA Men's Division I Basketball Championship טורניר אליפות המכללות בכדורסל NCBI taxonomy תבנית:NCBI NCIS NCIS NCIS title.jpg קובץ:NCIS title.jpg ND Gorica גוריצה ND Gorica players קטגוריה:כדורגלני גוריצה NDB NDB NDMP NDMP NDR Symphony Orchestra תזמורת רדיו צפון גרמניה NE Ne NEAR Shoemaker NEAR Shoemaker NEC Nijmegen players קטגוריה:כדורגלני ניימכן NEMO נמו NEMS אלומת יונים ממוקדת NER נר NFC NFC NFL תבנית:קבוצות ה-NFL NFSMW360Screen.jpg תמונה:NFSMW360Screen.jpg NGC 1300 NGC 1300 NGC 1512 NGC 1512 NGC 2070 NGC 2070 NGC 2363-V1 NGC 2363-V1 NGC 2366 NGC 2366 NGC 2536 NGC 2536 NGC 2608 NGC 2608 NGC 262 NGC 262 NGC 3842 NGC 3842 NGC 4361 NGC 4361 NGC 4414 NGC 4414 NGC 584 NGC 584 NGC 604 NGC 604 NGC 6334 ערפילית טלף החתול NGC 7008 NGC 7008 NGC 7635 NGC 7635 NGO Monitor העמותה לאחריות ארגונים לא ממשלתיים NHK NHK NHL NHL NHL תבנית:קבוצות ליגת ה-NHL NI Ni NICE Systems נייס מערכות NIFL Premiership ליגת העל הצפון אירית NIH NIH NIIRS NIIRS NIMBY NIMBY NIN Award פרס נין NIR ניר NK Celje players קטגוריה:כדורגלני צליה NK Domzale.png קובץ:NK Domzale.gif NK Domžale דומז'אלה NK Domžale players קטגוריה:כדורגלני דומז'אלה NK Inter Zaprešić players קטגוריה:כדורגלני אינטר זאפרשיץ' NK Istra 1961 players קטגוריה:כדורגלני איסטרה 1961 NK Jedinstvo Bihać ידינסטבו ביחאץ' NK Lokomotiva players קטגוריה:כדורגלני לוקומוטיבה זאגרב NK Maribor מאריבור NK Maribor players קטגוריה:כדורגלני מאריבור NK Olimpija Ljubljana אולימפיה ליובליאנה NK Olimpija Ljubljana players קטגוריה:כדורגלני אולימפיה ליובליאנה NK Slaven Belupo players קטגוריה:כדורגלני סלאבן בלופו NK Varaždin players קטגוריה:כדורגלני ואראז'דין NK Zadar players קטגוריה:כדורגלני זאדאר NK Zagreb players קטגוריה:כדורגלני נ.ק. זאגרב NK Zavrč players קטגוריה:כדורגלני זאברץ' NK Široki Brijeg שירוקי ברייג NK Široki Brijeg players קטגוריה:כדורגלני שירוקי ברייג NKSupremeLeaders תבנית:שליטי קוריאה הצפונית NKVD נ.ק.ו.ד. NKVD Order No. 00447 פקודת נ.ק.וו.ד 00447 NL NL NLP NLP NMC Music אן אם סי NME NME NMEA 0183 NMEA 0183 NML Cygni NML בברבור NOH8 Campaign קמפיין NOH8 NP NP NP-complete problems קטגוריה:בעיות NP-שלמות NPC NPC NPO Energomash אנרגומאש NPO Mashinostroyeniya משינוסטרויניה NPOV tutorial ויקיפדיה:מדריך לנקודת מבט נייטרלית NPR NPR NSU Motorenwerke NSU NSV machine gun מקלע NSV NSYNC אן סינק NTBot~enwiki משתמש:NTBot NTFS NTFS NTFS-3G NTFS-3G NTSC NTSC NTV NTV NUnit NUnit NXP Semiconductors NXP סמיקונדקטורס NXT Championship אליפות NXT NYC2TLV User:NYC2TLV NYPD Blue NYPD Blue NYScholar/Sandbox הרולד פינטר Na Na Na Na Hey Hey Kiss Him Goodbye Na Na Hey Hey Kiss Him Goodbye Na Nach Nachma Nachman Meuman נ נח נחמ נחמן מאומן Na'akueto La'ab קיסר אתיופיה נאקוטו לאב Na'ale נעלה Na'aman River נחל נעמן Na'amat נעמת Na'an נען Na'od קיסר אתיופיה נהואד Na'omi נעמה Na'ura נאעורה Na'vi language נא'בית Na+/K+-ATPase משאבת נתרן-אשלגן Naadam נאדאם Naalakkersuisut ממשלת גרינלנד Naamah נעמה Naamah נעמה העמונית Naamah Kelman נעמה קלמן Naaman נעמן Naan נאן Naaran נערן Naas נאס Nabal נבל הכרמלי Nabataea קטגוריה:נבטים Nabataean kingdom הממלכה הנבטית Nabataean sites in Israel קטגוריה:אתרים ארכאולוגיים נבטיים בארץ ישראל Nabataeans נבטים Nabatieh א-נבטיה Nabatieh Governorate א-נבטיה Nabawiyya Musa נבוויה מוסא Nabdalsa נאבדאלסא Nabi Ilyas נבי אליאס Nabi Musa חגיגות נבי מוסא Nabi Rubin נבי רובין Nabi Salih נבי סאלח Nabi Samwil נבי סמואל Nabi Shu'ayb מתחם נבי שועייב Nabih Berri נביה ברי Nabil Ayouch נביל עיוש Nabil Bentaleb נביל בנטאלב Nabil Dirar נאביל דיראר Nabil Elaraby נביל אל-ערבי Nabil Ghilas נביל גילאס Nabil Shaath נביל שעת Nabis נאביס Nabla symbol נבלה Nablus קטגוריה:שכם Nablus שכם Nablus Beita ביתא Nablus Burin בורין Nablus Duma דומא Nablus Governorate קטגוריה:נפת שכם Nablus Road דרך שכם Nablus Sebastia סבסטיה Nabonassar נבונצר Nabonidus נבונאיד Nabonidus Chronicle הכרוניקה של נבונאיד Nabopolassar נבופלאסר Naboth נבות היזרעאלי Nabratein synagogue נבוריה Nabro Volcano נברו Nabu נבו Nabu-mukin-zeri נבו-מוכין-זרי Nabucco נבוקו Nabucco pipeline צינור נאבוקו Nacer Chadli נאסר שאדלי Nach0king/Manama מנאמה Nachlaot נחלאות Nachlass נכלאס Nachman רב נחמן Nachman Ben-Yehuda נחמן בן-יהודה Nachman Chazan נחמן חזן Nachman Goldstein נחמן גולדשטיין Nachman Kahana נחמן כהנא Nachman Krochmal נחמן קרוכמל Nachman Shai נחמן שי Nachman Syrkin נחמן סירקין Nachman Wolf נחמן וולף Nachman of Breslov נחמן מברסלב Nacho נאצ'ו פרננדס Nacho Monreal נאצ'ו מונראל Nacht und Nebel לילה וערפל Nachum Dershowitz נחום דרשוביץ Nachum Dov Brayer נחום דב ברייאר Nachum Gutman נחום גוטמן Nachum Ish Gamzu נחום איש גמזו Nachum Kaplan מנחם נחום קפלן Nacirema יאקירמא Nacra 17 Nacra 17 Nacre אם הפנינה Nad Tatrou sa blýska המנון סלובקיה Nada נאדה Nadab נדב Nadab and Abihu נדב ואביהוא Nadab of Israel נדב בן ירבעם Nadal נדאל Nadar נדאר Nadarajah נטראג'ה Nadaschauher/sandbox השערת דה ברויי Nadav Argaman נדב ארגמן Nadav Ben Yehuda נדב בן יהודה Nadav Guedj נדב גדג' Nadav Henefeld נדב הנפלד Nadav Lapid נדב לפיד Nadav Levitan נדב לויתן Nadav Safran נדב ספרן Nadav Shragai נדב שרגאי Nadav Tamir נדב תמיר Nadav1 משתמש:Nadav1 Nadavvv משתמש:הנדב הנכון Nadcu42 משתמש:Nadcu42 Nadel נדל Nader al-Dahabi נאדר א-דהבי Nadezhda Krupskaya נאדז'דה קרופסקיה Nadezhda Mandelstam נדיז'דה מנדלשטם Nadezhda von Meck נדז'דה פון מק Nadia Boulanger נדיה בולאנז'ה Nadia Comăneci נדיה קומנץ' Nadia Di Cello נדיה די צ'לו Nadia Hilou נאדיה חילו Nadia Matar נדיה מטר Nadia Murad נאדיה מוראד Nadia Nadim נאדיה נדים Nadia Petrova נדיה פטרובה Nadia Tueni נאדיה תוויני Nadim Gemayel נדים ג'ומאייל Nadine Angerer נדין אנגרר Nadine Gordimer נדין גורדימר Nadine Keßler נדין קסלר Nadine Labaki נאדין לבקי Nadir נדיר Nadir's Big Chance Nadir's Big Chance Nadja Auermann נדיה אוורמן Nadler נדלר Nadvirna נדבורנה Nadvorna חסידות נדבורנה Nadzeya Ostapchuk נדזיה אסטפצ'וק Nae Ionescu נאיה יונסקו Naegleria fowleri Naegleria fowleri Nafka minnah נפקא מינה Nafpaktos נפפקטוס Nafplio נאפפליו Naftali Bennett נפתלי בנט Naftali Bezem נפתלי בזם Naftali Blumenthal נפתלי בלומנטל Naftali Dean נפתלי דין Naftali Feder נפתלי פדר Naftali Halberstam נפתלי צבי הלברשטאם Naftali Hershtik נפתלי הרשטיק Naftali Hertz ben Yaakov Elchanan נפתלי הרץ בכרך Naftali Herz Imber נפתלי הרץ אימבר Naftali Herz Tur-Sinai נפתלי הרץ טור-סיני Naftali Tishby נפתלי תשבי Naftali Tzvi Labin of Ziditshov נפתלי צבי לאבין Naftali Zvi Yehuda Berlin נפתלי צבי יהודה ברלין Naftali Zvi of Ropshitz נפתלי צבי הורוביץ Naftogaz נפטוגז Naftoli Trop נפתלי טרופ Nag Hammadi נגע חמאדי Nag Hammadi library ספריית נגע חמאדי Nagaland נאגאלנד Nagano Nagano נאגנו Nagano Prefecture נאגנו Nagar נגר Nagara River נאגרה Nagarakretagama נגרקרטגאמה Nagarjuna נגרג'ונה Nagasaki נגסאקי Nagasaki קטגוריה:נגסאקי Nagasaki Atomic Bomb Museum מוזיאון הפצצה האטומית Nagasaki Hirado היראדו Nagasaki National Peace Memorial Hall for the Atomic Bomb Victims היכל הזיכרון הלאומי לזכר קורבנות פצצת האטום Nagasaki Peace Park פארק השלום בנגסאקי Nagasaki Prefecture נגסאקי Nagasaki Sasebo ססבו Nagercoil נגרקויל Naggar School of Photography מדיה ומוסיקה חדשה ע"ש נגר מוסררה בית הספר לצילום Nagid נגיד Nagle's algorithm האלגוריתם של נייגל Nagmachon נגמ"שים כבדים בצה"ל#נגמחו"ן Nago נאגו Nagorno-Karabakh נגורנו קרבאך Nagorno-Karabakh קטגוריה:נגורנו קרבאך Nagorno-Karabakh War מלחמת נגורנו-קרבאך Nagoya נגויה Nagoya Grampus players קטגוריה:כדורגלני נגויה גראמפוס Nagpur נאגפור Naguib Azoury נג'יב עזורי Naguib Mahfouz נגיב מחפוז Naguib Mahfouz Medal for Literature מדליית נגיב מחפוז לספרות Naguib Sawiris נג'יב סוויריס Nagy נאגי Nagykanizsa נג'קניז'ה Naha נהה Nahal נוער חלוצי לוחם Nahal Alexander נחל אלכסנדר Nahal Amud נחל עמוד Nahal Ayun נחל עיון Nahal Barak נחל ברק Nahal Beka באר שבע#נחל בקע Nahal Betzet נחל בצת Nahal Brigade חטיבת הנח"ל Nahal Gerar נחל גרר Nahal HaArava נחל הערבה Nahal Hemar נחל חימר Nahal Hever נחל חבר Nahal Kziv נחל כזיב Nahal Me'arot Nature Reserve נחל מערות Nahal Mishmar נחל משמר Nahal Oz נחל עוז Nahal Paran נחל פארן Nahal Poleg נחל פולג Nahal Qana נחל קנה Nahal Sorek נחל שורק Nahal Sorek Regional Council מועצה אזורית נחל שורק Nahal Sorek Regional Council קטגוריה:מועצה אזורית נחל שורק Nahal Sorek Regional Council תבנית:מועצה אזורית נחל שורק Nahal Taninim נחל תנינים Nahal Tavor נחל תבור Nahal Telem נחל תלם Nahal group גרעין נח"ל Nahal settlement היאחזות נח"ל Nahal settlements קטגוריה:היאחזויות נח"ל Nahalal נהלל Nahalat Shimon נחלת שמעון Nahalat Shiv'a נחלת שבעה Nahalat Yitzhak נחלת יצחק Nahalat Yitzhak Cemetery בית הקברות נחלת יצחק Nahalin נחאלין Naham נחם Nahang class submarine נהנג Nahang-class submarine נהנג Nahanni National Park Reserve שמורת הפארק הלאומי נאהאני Naharayim נהריים Nahariya נהריה Nahariya קטגוריה:נהריה Nahariya Railway Station תחנת הרכבת נהריה Nahash of Ammon נחש העמוני Nahf נחף Nahias of Jordan נפות ירדן Nahida Ruth Lazarus נהידה רות לצרוס Nahliel נחליאל Nahman Avigad נחמן אביגד Nahman Raz נחמן רז Nahmanides רמב"ן Nahnu Jund Allah Jund Al-watan המנון סודאן Nahr al-Bared נהר אל-בארד Nahr al-Kabir al-Janoubi אל-כביר Nahsholim נחשולים Nahshon נחשון Nahshon נחשון בן עמינדב Nahshon Battalion חטיבת כפיר#.D7.A0.D7.97.D7.A9.D7.95.D7.9F .2890.29 Nahshonim נחשונים Nahuatl נאוואטל Nahuel Huapi Lake אגם נאוול ואפי Nahum נחום Nahum Admoni נחום אדמוני Nahum Barnea נחום ברנע Nahum Benari נחום בנארי Nahum Eitingon נחום אייטינגון Nahum Goldmann נחום גולדמן Nahum Het נחום חת Nahum Hofree נחום חופרי Nahum Langental נחום לנגנטל Nahum Levin נחום לוין Nahum Manbar נחום מנבר Nahum Meir Schaikewitz שמ"ר Nahum Nardi נחום נרדי Nahum Nir נחום ניר-רפאלקס Nahum Norbert Glatzer נחום גלאצר Nahum Rabinovitch נחום אליעזר רבינוביץ' Nahum Rakover נחום רקובר Nahum Shahaf נחום שחף Nahum Slouschz נחום סלושץ Nahum Sokolow נחום סוקולוב Nahum Sonenberg נחום זוננברג Nahum Stelmach נחום סטלמך Nahum Tate נחום טייט Nahum Tevet נחום טבת Nahum Trebitsch נחום טרייביטש Nahum Zolotov נחום זולוטוב Nahum of Gimzo נחום איש גמזו Nahum the Mede נחום המדי Naicho נאייחו Nail מסמר Nail ציפורן Nail biting כסיסת ציפורניים Nail clipper קוצץ ציפורניים Nail polish לק ציפורניים Nails קטגוריה:ציפורני האצבעות Naim נעים Naim Araidi נעים עריידי Naim Dangoor נעים דנגור Naim Kryeziu נעים קריזיו Naim Qassem נעים קאסם Naim Süleymanoğlu נעים סולימנוגלו Nairo Quintana נאירו קינטנה Nairobi ניירובי Nairobi קטגוריה:ניירובי Naismith College Player of the Year פרס נייסמית' Naismith Memorial Basketball Hall of Fame היכל התהילה של הכדורסל Naismith Memorial Basketball Hall of Fame inductees קטגוריה:היכל התהילה של הכדורסל Naismith Player of the Year men תבנית:פרס נייסמית' Naive set theory תורת הקבוצות הנאיבית Naivety תמימות Naj87/sandbox דבקה Naja קוברה Najaf נג'ף Najaf Governorate א-נג'ף Najara נג'ארה Najat El Hachmi נאג'את אל חכמי Najdorf ניידורף Naji Shawkat נאג'י שוכת Naji al-Ali נאג'י אל-עלי Najib Mikati נג'יב מיקאתי Najib Razak נג'יב רזאק Najjar נג'אר Najwa Kawar Farah נג'וא קעואר Najwan Ghrayib נג'ואן גרייב Nakagin Capsule Tower מגדל הקפסולות Nakajima B5N נקג'ימה B5N Nakam הנוקמים Nakapiripirit District נאקאפיריפירית Nakayama lemma הלמה של נקאימה Nakdi Report מסמך נקדי Nakdimon Rogel נקדימון רוגל Naked עירום Naked Boys Singing! בחורים ערומים שרים Naked City נייקד סיטי Naked Cowboy הקאובוי העירום Naked Economics כלכלה עירומה Naked Gun 33⅓: The Final Insult האקדח מת מצחוק ⅓33: העלבון האחרון Naked and Funny Naked and Funny Naked mole-rat חולד עירום Nakhchivan נחצ'יבאן Nakhchivan Autonomous Republic נחצ'יבאן Nakheel Tower מגדל נח'יל Nakhi people נאסי Nakhichevan Khanate חאנות נחצ'יבאן Nakhon Phanom נאקון פאנום Nakhon Si Thammarat נאקון סי טמרט Nakpadon נגמ"שים כבדים בצה"ל#נקפדון Naksa Day יום הנכסה Nalaga'at נא לגעת Nalchik נלצ'יק Naldo נאלדו Naloxone נרקאן Naltrexone נלטרקסון Nam June Paik נאם ג'ון פייק Nam Le נאם לה Nam Woo-hyun נאם וויון Namadgi National Park הפארק הלאומי נמדג'י Namaka נאקאמה Namamugi Incident תקרית נממוגי Namaqua chameleon זיקית נאמאקה Namaqua dove תורית זנבנית Namaqua sandgrouse קטת נמקוואה Nambaryn Enkhbayar נמברין אנחבאיאר Name change שינוי שם Name of Georgia מקור השם "גאורגיה" Namer נגמ"ש מרכבה Names קטגוריה:שמות Names for sets of chemical elements סדרה כימית Names of Jerusalem שמות ירושלים Names of the Holocaust שואה Namespace עזרה:מרחב שם Namib Desert מדבר נמיב Namibia נמיביה Namibia קטגוריה:נמיביה Namibia FA.png תמונה:100px-Namibia FA.gif Namibia Omaruru אומרורו Namibia Shark Island אי הכרישים Namibia at the Olympics נמיביה במשחקים האולימפיים Namibia at the Paralympics נמיביה במשחקים הפאראלימפיים Namibia national football team נבחרת נמיביה בכדורגל Namibian dollar דולר נמיבי Namibian footballers קטגוריה:כדורגלנים נמיבים Namibian people קטגוריה:נמיבים Namie Amuro נמיאה אמורו Naming conventions ויקיפדיה:כללים לתעתיק מיוונית עתיקה Naming law חוקי שמות Naming law in Sweden חוק השמות השוודי Naming taboo שמות אסורים Namor נאמור Nampo נאמפו Namur נאמור Namutoni נמוטוני Nan Goldin נאן גולדין Nan River נאן Nana NANA Nana נענע Nana 10 Nana10 Nana Dzagnidze ננה דזאגנידזה Nana Ioseliani ננה יוסליאני Nana Mouskouri ננה מושקורי Nana Sahib ננה סאהיב Nana Visitor נאנה ויזיטור Nanban art אמנות נאנבאן Nanban trade סחר הנאנבאן Nanboku-chō period תקופת שתי החצרות הקיסריות Nanchang נאנצ'אנג Nanchang Q-5 נאנצ'אנג Q-5 Nanchang Uprising התקוממות נאנצ'אנג Nancy קטגוריה:נאנסי Nancy Ajram נאנסי עג'רם Nancy Allen ננסי אלן Nancy Cartwright ננסי קארטרייט Nancy Chodorow ננסי צ'ודורו Nancy Drew ננסי דרו Nancy Folbre ננסי פולברה Nancy Hogshead-Makar ננסי הוגסהד Nancy Kelly ננסי קלי Nancy Kress ננסי קרס Nancy Kyes ננסי קייס Nancy Lieberman ננסי ליברמן Nancy Marchand ננסי מרצ'נד Nancy Mitford ננסי מיטפורד Nancy Olson ננסי אולסון Nancy Pelosi ננסי פלוסי Nancy Reagan ננסי רייגן Nancy Sinatra ננסי סינטרה Nancy Wake ננסי וייק Nancy-Université אוניברסיטת נאנסי NancyHeise/Catholic Church נצרות קתולית NancyHeise/Catholic Church medium version נצרות קתולית Nanda Devi National Park הפארק הלאומי נאנדה דווי Nando de Colo ננדו דה קולו Nandor Glid ננדור גליד Nanga Parbat ננגה פרבט Nanger צבי דק-צוואר Nangishlishma ננגישלישמה Nanhua Temple מקדש נאנחווה Nani נאני Nanjing נאנג'ינג Nankai/Aqueduct אמת מים Nanking Massacre טבח ננקינג Nanne Grönvall נאנה גרנוול Nanni Moretti נני מורטי Nanny אומנת Nanoarchitectures for lithium-ion batteries ננו-ארכיטקטורות סוללות ליתיום-יון Nanobear~enwiki/SOWar temp המלחמה בדרום אוסטיה Nanobiomechanics ביוננומכניקה Nanobiotechnology ביוננוטכנולוגיה Nanocar ננו-רכב Nanocellulose ננוצלולוז Nanocircuitry ננו-מעגלים Nanocomputer ננו-מחשב Nanocrystal solar cell תאי שמש ננו-גבשיים Nanoelectromechanical systems NEMS Nanoelectronics ננואלקטרוניקה Nanofiber ננו-סיב Nanofluid ננו-נוזל Nanofluidics ננו-פלואידיקה Nanofluids in solar collectors ננו-נוזלים בקולטי שמש Nanolithography ננוליתוגרפיה Nanomaterials ננו-חומרים Nanomedicine ננו-רפואה Nanometre נאנומטר Nanometrology ננומטרולוגיה Nanook's Great Hunt נאנוק Nanoparticle ננו-חלקיק Nanophys/sandbox קוויבק Nanopore sequencing תעלות מרצפות Nanorobotics ננורובוטיקה Nanosensor ננו-חיישן Nanoshell ננושל Nanostructure ננו-מבנה Nanosubmarine ננו-צוללת Nanotechnology ננוטכנולוגיה Nanotechnology קטגוריה:ננוטכנולוגיה Nanotoxicology ננו טוקסיקולוגיה Nanowar of Steel Nanowar Nanowire ננו-חוט Nansen נאנסן Nansen International Office for Refugees משרד ננסן הבינלאומי לפליטים Nansen passport דרכון ננסן Nanterre 92 נאנטר Nantes נאנט Nantes Cathedral קתדרלת נאנט Nantucket ננטקט Nanumea ננומאה Nao נאו Naoki Tanaka נאוקי טנאקה Naoko Takahashi נאוקו טקהאשי Naomi נעמי Naomi Ben-Ami נעמי בן עמי Naomi Blumenthal נעמי בלומנטל Naomi Campbell נעמי קמפבל Naomi Chazan נעמי חזן Naomi Feinbrun-Dothan נעמי פיינברון-דותן Naomi Gal נעמי גל Naomi Klein נעמי קליין Naomi Novik נעמי נוביק Naomi Polani נעמי פולני Naomi Ragen נעמי רגן Naomi Shemer נעמי שמר Naomi Shihab Nye נעמי שיהאב נאי Naomi Tsur נעמי צור Naomi Watts נעמי ווטס Naomi Wolf נעמי וולף Naomie Harris נעמי האריס Naor נאור Naor Bitton נאור ביטון Naor Gilon נאור גילאון Naor Peser נאור פסר Naor Zion נאור ציון Naor's Friends החברים של נאור Naos נאוס Naot טבע נאות Naoto Kan נאוטו קאן Naoto Tajima נאוטו טאג'ימה Napa נאפה Napalm נפאלם Napalm Death נפלם דת' Napalm Records נאפלם רקורדס Napata נפאטה Nape עורף Naphtali נפתלי Naphtali Cohen נפתלי כ"ץ Naphtali Hirz Wessely נפתלי הרץ וייזל Naphtali Lau-Lavie נפתלי לאו-לביא Naphtha נפטא Naphthalene נפטלין Napier's bones עצמות נפייר Napkin מפית Naples נאפולי Naples קטגוריה:נאפולי Naples National Archaeological Museum המוזיאון הלאומי לארכאולוגיה של נאפולי Napoleon נפוליאון Napoleon נפוליאון בונפרטה Napoleon Dynamite נפוליאון דינמיט Napoleon Hill נפוליאון היל Napoleon II נפוליאון השני Napoleon III נפוליאון השלישי Napoleon Sarony נפוליאון סרוני Napoleon and Me נפוליאון ואני Napoleon and the Jews נפוליאון והיהודים Napoleon's theorem משפט נפוליאון Napoleonic Code קוד נפוליאון Napoleonic Wars המלחמות הנפוליאוניות Napoleonic Wars קטגוריה:המלחמות הנפוליאוניות Napoleonic Wars treaties קטגוריה:חוזים והסכמים במלחמות הנפוליאוניות Napolitano נפוליטנו Napoléon נפוליאון Nappe גלישון Naproxen נפרוקסן Napster נאפסטר Naqada culture נקדה Naqi'a נקיה-זכותו Naqoura א-נאקורה Naqsh-e Jahan Square מיידאן-אה אמאם Naqsh-e Rajab נקש-י רג'ב Naqsh-e Rustam נקש-י רוסתם Naqshbandi נקשבנדיה Nara נארה Nara Leão נארה לאאו Nara Nara נארה Nara Prefecture נארה Nara people נארה Nara period תקופת נארה Narach נארוץ' Naracoorte Caves National Park הפארק הלאומי מערות נרקורט Naram-Sin of Akkad נרם-סין Naram-Suen נרם-סין Naravas נארוואס Narayiv נרייב Narbonne נרבון Narbonne Cathedral קתדרלת נרבון Narcisse Leven נרסיס לוון Narcissism נרקיסיזם Narcissistic personality disorder הפרעת אישיות נרקיסיסטית Narcissus נרקיס Narcissus נרקיסוס Narcissus and Goldmund נרקיס וגולדמונד Narcissus papyraceus נרקיס ניירי Narcissus serotinus נרקיס סתווי Narcissus tazetta נרקיס מצוי Narcocorrido נרקוקורידו Narcolepsy נרקולפסיה Narcoterrorism נרקו-טרור Narcotics Anonymous מכורים אנונימיים Narcís Martí Filosia נרסיס מרטי פילוסיה Narendra Modi נרנדרה מודי Nares Strait מצר נארס Naresh נרש Narew נרב Nargis נרגיס Narikala נריקלה Narin נארין Naringenin נרינגנין Narita International Airport נמל התעופה הבינלאומי של נריטה Narkis נרקיס Narmer נערמר Narmer Palette פלטת נערמר Narnia נרניה Narnia תבנית:נרניה Naro-1 נרו 1 Narodnaya Volya נרודניה ווליה Narodniks נרודניקים Narrative סיפר Narrative תבנית:סיפר Narrative therapy טיפול נרטיבי Narratology נרטולוגיה Narratology קטגוריה:נרטולוגיה Narrow-barred Spanish mackerel סקומברן זריז Narrow-body aircraft מטוס צר-גוף Narrow-striped mongoose נמייה צרת פסים Narsaq נארסאק Narsarsuaq Airport נמל התעופה נרסארסואק Narshavs משתמש:סיני Nart saga נארתים Naruto נארוטו Naruto Strait מצר נארוטו Narva נרבה Narvik נרוויק Narwhal חדשן חדקרן Naryan-Mar נריין-מאר Naryn River נרין Nas נאס Nasal concha קונכיות האף Nasal consonant עיצורים אפיים Nasal hair שיער באף Nasal septum מחיצת האף Naser Aliji נאסר אליג'י Naser al-Din Shah Qajar נאסר א-דין שאה קג'אר Nash נאש Nash & Young Stills Crosby נאש ויאנג סטילס קרוסבי Nash Papyrus פפירוס נאש Nash equilibrium שיווי משקל נאש Nashashibi clan משפחת נשאשיבי Nashi נאשי Nashik נאסיק Nashim סדר נשים Nashorn נאזהורן Nashvara/sandbox שאתראנג' Nashville נאשוויל Nashville Predators נאשוויל פרדטורס Nashvilleseal.png תמונה:Nashvilleseal1.jpg Nasi נשיא הסנהדרין Nasibi נאסיבי Nasielsk נאשיילסק Nasim Nisr נסים נסר Nasir al-Din al-Tusi נסיר א-דין א-טוסי Nasir al-Wuhayshi נאסר אל-ווחיישי Nasjonal Samling נאשונל סמלינג Nasnas נסנאס Naso פרשת נשא Nasr-1 נאסר-1 Nasra of Tao-Klarjeti נאסרה Nasrallah Boutros Sfeir נסראללה בוטרוס ספיר Nasreddin נאסר א-דין Nasreen Qadri נסרין קדרי Nassau County מחוז נסאו Nasser נאסר Nasser נאצר Nasser Judeh נאסר ג'ודה Nasserism נאצריזם Nassim Nicholas Taleb נאסים טאלב Nastassja Kinski נסטסיה קינסקי Nastja Čeh נסטיה צ'ך Nasua חוטמן Nasuella חוטמן הרים Nasuella meridensis חוטמן הרים מזרחי Nasuella olivacea חוטמן הרים מערבי Nasutoceratops נסוטוצרטופס Nat Adderley נאט אדרלי Nat Hentoff נאט הנטוף Nat King Cole נט קינג קול Nat Lofthouse נאט לופטהאוס Nat Turner נט טרנר Nat Turner's slave rebellion מרד נט טרנר Natacha Atlas נטשה אטלס Nataf נטף Natal נאטאל Natal Province נטאל Natal long-fingered bat Miniopterus natalensis Natalia Alexeievna נסיכת הסן-דרמשטדט וילהלמינה Natalia Barbu נטליה בארבו Natalia Bestemianova נטליה בסטמינובה Natalia Ginzburg נטליה גינצבורג Natalia Ishchenko נטליה אישצ'נקו Natalia Kills נטליה קילס Natalia Kills discography דיסקוגרפיה של נטליה קילס Natalia Melcon נטליה מלקון Natalia Molchanova נטליה מולצ'נובה Natalia Oreiro נטליה אוריירו Natalia Osipova נטליה אוסיפובה Natalia Paruz נטלי פרוז Natalia Poklonskaya נטליה פוקלונסקאיה Natalia Republic רפובליקת נטאליה Natalia Rodríguez נטליה רודריגס Natalia Tena נטליה טנה Natalia Vodianova נטליה וודיאנובה Natalia Zhukova נטליה ז'וקובה Natalidae נטליים Natalie Bennett נטלי בנט Natalie Clifford Barney נטאלי קליפורד בארני Natalie Cole נטלי קול Natalie Coughlin נטלי קוגלין Natalie Dormer נטלי דורמר Natalie Imbruglia נטלי אימברוליה Natalie Merchant נטלי מרצ'נט Natalie Osman נטלי אוסמן Natalie Portman נטלי פורטמן Natalie Wood נטלי ווד Natalie Zea נטלי זי Natalie Zemon Davis נטלי זימון דייוויס Natalie du Toit נטלי דו טואה Natalie.trebes/Burundi בורונדי Natalie.trebes/History of Burundi היסטוריה של בורונדי Nataliya Dobrynska נטליה דוברינסקה Nataliya Kobrynska נטליה קוברינסקה Natalizumab נטליזומאב Natalya Antyukh נטליה אנטיוך Natalya Gundareva נטליה גונדרבה Natan Brand נתן ברנד Natan Panz נתן פנץ Natan Peled נתן פלד Natan Shalem נתן שלם Natan Sharansky נתן שרנסקי Natan Slifkin נתן סליפקין Natan Spigel נתן שפיגל Natan Yonatan נתן יונתן Natan'el al-Fayyumi נתנאל בירב פיומי Natanz נתנז Natascha Badmann נטשה בדמן Natascha Kampusch חטיפת נטשה קמפוש Natascha McElhone נטשה מקאלהון Natasha Aguilar נטשה אגילאר Natasha Bedingfield נטשה בדינגפילד Natasha Henstridge נטשה הנסטרידג' Natasha Little נטשה ליטל Natasha Lyonne נטשה ליון Natasha Mozgovaya נטשה מוזגוביה Natasha Poly נטשה פולי Natasha Richardson נטשה ריצ'רדסון Natasha's Friends החברים של נטאשה Natati La Khayay נתתי לה חיי Nataša Mićić נטשה מיצ'יץ' Nate Archibald נייט ארצ'יבלד Nate Berkus נייט ברקוס Nate Dogg נייט דוג Nate Grey נייט גריי Nate Huffman נייט האפמן Nate Linhart נייט לינהארט Nate McMillan נייט מקמילן Nate Parker נייט פארקר Nate Robinson נייט רובינסון Nate Ruess נייט רוס Nate Thurmond נייט ת'ורמונד Nateev Express נתיב אקספרס Nathalia Dill נטליה דיל Nathalia Ramos נטליה ראמוס Nathalie Baye נטלי ביי Nathalie Emmanuel נטלי עמנואל Nathalie Sarraute נטלי סארוט Nathan נייתן Nathan נתן Nathan נתן הנביא Nathan Ackerman נייתן אקרמן Nathan Adadi נתן אדאדי Nathan Adler נתן אדלר Nathan Adrian נייתן אדריאן Nathan Alterman נתן אלתרמן Nathan Aviezer נתן אביעזר Nathan Bedford Forrest נייתן בדפורד פורסט Nathan Bedford Forrest III נתן בדפורד פורסט השלישי Nathan Birnbaum נתן בירנבוים Nathan Birnboim נתן בירנבוים Nathan Bistritzky נתן ביסטריצקי Nathan Cohen נייתן כהן Nathan Elbaz נתן אלבז Nathan Englander נתן אנגלנדר Nathan Fillion נייתן פיליון Nathan George Evans נייתן אוונס Nathan Glazer נייתן גלייזר Nathan Hale נייתן הייל Nathan Jacobson נתן ג'ייקובסון Nathan Jawai ניית'ן ג'וואי Nathan Kress נייתן קרס Nathan Lane נייתן ליין Nathan Marcus Adler נתן מרקוס אדלר Nathan Mayer Rothschild נתן מאיר רוטשילד Nathan Mileikowsky נתן מיליקובסקי Nathan Milstein נתן מילשטיין Nathan Nata Spira נתן נטע שפירא Nathan Nelson נתן נלסון Nathan Netanyahu נתן נתניהו Nathan Phillips Square כיכר נייתן פיליפס Nathan Rapoport נתן רפופורט Nathan Road דרך נייתן Nathan Rosen נתן רוזן Nathan Rotenstreich נתן רוטנשטרייך Nathan Saltz נתן זלץ Nathan Seiberg נתן זייברג Nathan Shaham נתן שחם Nathan Sharon נתן שרון Nathan Straus נתן שטראוס Nathan Yellin-Mor נתן ילין-מור Nathan Zach נתן זך Nathan Zuntz נתן צונץ Nathan ben Jehiel נתן מרומי Nathan ben Moses Hannover נתן נטע הנובר Nathan of Breslov נתן מנמירוב Nathan of Gaza נתן העזתי Nathan the Babylonian רבי נתן Nathan the Wise נתן החכם Nathan's Famous ניית'נ'ס פיימוס Nathan's Hot Dog Eating Contest תחרות אכילת הנקניקיות של ניית'נ'ס Nathanael Bar-Aur L. משתמש:נתנאל בר-אור ל Nathanael Greene נתנאל גרין Nathanael West נתנאל וסט Nathaniel Clyne נתניאל קליין Nathaniel Cook נתנאל קוק Nathaniel Deutsch נתנאל דויטש Nathaniel Fick נתנאל פיק Nathaniel Hawthorne נתניאל הות'ורן Nathaniel Kleitman נתניאל קלייטמן Nathaniel Palmer נתניאל פאלמר Nathaniel Parker נתניאל פרקר Nathaniel Philbrick נתניאל פילבריק Nathaniel Shilkret נתניאל שילקרט Nathaniel Waena נתנאל וואינה Nathaniel Weil נתנאל וייל Nathanson נתנזון Nathompson890/sandbox אלדול Nati Azaria נתי עזריה Nati Linial נתן ליניאל Nati Meir נתי מאיר Nation אומה Nation of Islam אומת האסלאם Nation state מדינת לאום National לאומי National Academy of Sciences האקדמיה הלאומית למדעים National Administration for the Protection of State Secrets המינהל הלאומי לאבטחת סודות מדינה National Advisory Committee for Aeronautics הוועדה הלאומית המייעצת לאווירונאוטיקה National Aeronautics and Space Act חוק האווירונאוטיקה והחלל הלאומי National Air and Space Museum מוזיאון האוויר והחלל הלאומי National Alliance הברית הלאומית National Amateur Body-Builders' Association האגודה הלאומית של מפתחי הגוף לחובבים National Anthem of Bosnia and Herzegovina המנון בוסניה והרצגובינה National Anthem of Chile המנון צ'ילה National Anthem of Colombia המנון קולומביה National Anthem of El Salvador המנון אל סלוודור National Anthem of Kuwait המנון כווית National Anthem of Saudi Arabia המנון ערב הסעודית National Anthem of Uruguay המנון אורוגוואי National Anthem of Zimbabwe המנון זימבבואה National Anthem of the Islamic Republic of Iran המנון איראן National Archaeological Museum of Spain המוזיאון הלאומי לארכאולוגיה National Arms Association of Spain איגוד הנשק הלאומי של ספרד National Assembly אספת הנבחרים של רפובליקה סרפסקה National Assembly האספה הלאומית National Assembly האספה הלאומית בעת המהפכה הצרפתית National Assembly האספה הלאומית של ארמניה National Assembly הפרלמנט הסרבי National Assembly הפרלמנט של אזרבייג'ן National Assessments Bureau הלשכה להערכות לאומיות National Association for the Advancement of Colored People NAACP National Bank of Cambodia הבנק המרכזי של קמבודיה National Bank of Ukraine הבנק הלאומי של אוקראינה National Basketball Association ליגת ה-NBA National Basketball Association קטגוריה:NBA National Basketball Association תבנית:קבוצות NBA National Basketball Association All-Stars קטגוריה:משתתפי משחק האולסטאר של ה-NBA National Basketball Association Expansion Draft קטגוריה:דראפט הרחבה: NBA National Basketball Association awards קטגוריה:פרסי NBA National Basketball Association awards and honors navigational boxes קטגוריה:תבניות ניווט - NBA National Basketball Association head coaches by team קטגוריה:מאמנים ב-NBA לפי קבוצה National Basketball Association high school draftees קטגוריה:שחקני כדורסל תיכונים שנבחרו בדראפט ה-NBA National Basketball Association players by club קטגוריה:כדורסלנים ב-NBA לפי קבוצה National Basketball Association seasons קטגוריה:עונות NBA National Basketball Association teams קטגוריה:קבוצות NBA National Basketball League ליגת ה-NBL National Basketball League ליגת העל האוסטרלית בכדורסל National Basketball League ליגת העל הבולגרית בכדורסל National Bloc הגוש הלאומי National Bloc החזית הלאומית הלבנונית National Bolshevik Party המפלגה הנציונל-בולשביקית National Book Award winners קטגוריה:זוכי פרס הספר הלאומי האמריקאי National Botanic Garden of Israel הגן הבוטני הלאומי National Botanical Garden of Georgia הגנים הבוטניים של טביליסי National Building Museum מוזיאון הבנייה הלאומי National Bureau of Air Accidents Investigation of Ukraine הלשכה הלאומית לחקירת תקריות ותאונות אוויריות National Bureau of Investigation לשכת החקירות הלאומית National Cancer Institute המכון הלאומי לסרטן National Center for Biotechnology Information NCBI National Center for Jewish Film המרכז הלאומי לקולנוע יהודי National Center for Science Education המרכז הלאומי לחינוך מדעי National Central Library הספרייה הלאומית המרכזית פירנצה National Centre of Independents and Peasants המרכז הלאומי של העצמאים והאיכרים National Christian Party המפלגה הלאומית-נוצרית National Coalition for Syrian Revolutionary and Opposition Forces הקואליציה הלאומית הסורית של האופוזיציה והכוחות המהפכניים National Collegiate Athletic Association NCAA National Collegiate Athletic Association קטגוריה:NCAA National Colonial Flag for Australia הדגל הקולוניאלי הלאומי של אוסטרליה National Committee for a Free Germany הוועד הלאומי למען גרמניה החופשית National Congress of Argentina הקונגרס הלאומי הארגנטינאי National Congress of Brazil הקונגרס הלאומי של ברזיל National Constituent Assembly האספה המכוננת הלאומית National Council המועצה הלאומית National Council המועצה הלאומית של הרפובליקה הסלובקית National Council for the Maltese Language המועצה הלאומית ללשון המלטית National Council of Iran הממשלה האיראנית הגולה National Council of Jewish Women המועצה הלאומית של נשים יהודיות National Council of Young Israel ישראל הצעיר National Court לנדסדומור National Cycle Network רשת האופניים הלאומית National Day היום הלאומי של וייטנאם National Day חג לאומי National Day of Catalonia Día de Cataluña National Defence Commission ועדת ההגנה הלאומית של קוריאה הצפונית National Defense University האוניברסיטה לביטחון לאומי National Democratic Party of Germany המפלגה הלאומית דמוקרטית של גרמניה National Democratic Party of Germany המפלגה הנציונל-דמוקרטית של גרמניה National Democratic Union האיחוד הלאומי הדמוקרטי National Diet הדיאט של יפן National Diet Library ספריית הדיאט הלאומית National Emblem of Bangladesh סמל בנגלדש National Emblem of East Germany סמל גרמניה המזרחית National Emblem of the People's Republic of China סמל הרפובליקה העממית של סין National Endowment for the Humanities הקרן הלאומית למדעי הרוח National Equality March הצעדה לשוויון לאומי National Equestrian Center המרכז הלאומי לרכיבה National Express Group נשיונל אקספרס National Fascist Party המפלגה הפשיסטית הלאומית National Film Registry ארכיון הסרטים הלאומי של ארצות הברית National Flag Anthem of the Republic of China המנון הדגל הלאומי National Flag Square כיכר הדגל הלאומי National Flag of Canada Day יום הדגל הלאומי של קנדה National Football Conference National Football Conference National Football League NFL National Football League קטגוריה:NFL National Football League 1970.svg תמונה:NationalFootballLeague.png National Football League Draft דראפט ה-NFL National Football League Most Valuable Player Award MVP של ה-NFL National Football League commissioners קטגוריה:נשיאי ה-NFL National Football League owners קטגוריה:בעלי קבוצות פוטבול National Football League teams קטגוריה:קבוצות NFL National Forests of California קטגוריה:קליפורניה: יערות לאומיים National Forests of Oregon קטגוריה:אורגון: יערות לאומיים National Forests of the United States קטגוריה:ארצות הברית: יערות לאומיים National Front החזית הלאומית National Gallery הגלריה הלאומית National Gallery of Art Sculpture Garden גן הפסלים של הגלריה הלאומית לאמנות National Gallery of Canada הגלריה הלאומית של קנדה National Gallery of Modern Art הגלריה הלאומית לאמנות מודרנית National Geographic Channel ערוץ נשיונל ג'יאוגרפיק National Geographic Channel programs קטגוריה:תוכניות טלוויזיה בערוץ נשיונל ג'יאוגרפיק National Geographic Kids עולמי National Geographic Society נשיונל ג'יאוגרפיק National Guard of Georgia המשמר הלאומי הגאורגי National Guard of Russia המשמר הלאומי של רוסיה National Guard of the United States המשמר הלאומי של ארצות הברית National Headquarters of the Israel Police המטה הארצי של משטרת ישראל National Health Service שירות הבריאות הלאומי National Heroes קטגוריה:גיבורים לאומיים National Heroes Park פארק הגיבורים הלאומיים National Highway System מערכת הכבישים המהירים הלאומית National Historic Landmarks of the United States קטגוריה:ארצות הברית: אתרים היסטוריים לאומיים National Hockey League NHL National Home הבית הלאומי National Human Genome Research Institute המכון הלאומי לחקר הגנום האנושי National Humanities Medal המדליה הלאומית למדעי הרוח National Humanities Medal recipients קטגוריה:זוכי מדליית מדעי הרוח National Hurricane Center המרכז הלאומי להוריקנים National Institute of Standards and Technology המכון הלאומי לתקנים וטכנולוגיה National Institutes of Health המכונים הלאומיים לבריאות National Institutes of Health קטגוריה:מכונים לאומיים לרפואה National Institutes of Sport קטגוריה:מכונים לאומיים לספורט National Institutes of Urbanism קטגוריה:מכונים לאומיים לאורבניזם National Intelligence Coordinating Agency הסוכנות לתיאום ביון לאומי National Intelligence Organization ארגון הביון הלאומי National Intelligence Service שירות הביון הלאומי היווני National Intelligence Service of Brazil שירות המידע הלאומי National Jewish Democratic Council המועצה היהודית הדמוקרטית הלאומית National Jewish Health המרכז היהודי הלאומי לרפואה ולמחקר National Labor Federation in Eretz-Israel הסתדרות העובדים הלאומית National Law Enforcement Officers Memorial אנדרטת כוחות השיטור הלאומית National League נשיונל ליג National League South קונפרנס דרום National League for Democracy הליגה הלאומית לדמוקרטיה National Legionary State המדינה הלאומית-לגיונרית National Liberal Party המפלגה הלאומית ליברלית National Liberal Party המפלגה הליברלית הלאומית National Liberation Army צבא השחרור הלאומי National Liberation Front החזית הלאומית לשחרור אלג'יריה National Liberation League in Palestine הליגה לשחרור לאומי National Library of China הספרייה הלאומית של סין National Library of Education הספרייה הלאומית לחינוך של ארצות הברית National Library of Greece הספרייה הלאומית של יוון National Library of India הספרייה הלאומית של הודו National Library of Iran הספרייה הלאומית של איראן National Library of Ireland הספרייה הלאומית של אירלנד National Library of Israel הספרייה הלאומית National Library of Israel קטגוריה:הספרייה הלאומית National Library of Russia הספרייה הלאומית הרוסית National Library of Russia collection קטגוריה:הספרייה הלאומית הרוסית National List הרשימה הממלכתית National Mall המול National Mall קטגוריה:המול National Maritime Museum המוזיאון הימי הלאומי National Medal of Science המדליה הלאומית למדעים National Medal of Science laureates קטגוריה:זוכי המדליה הלאומית למדעים National Memorial Arboretum משתלת הזיכרון הלאומית National Memorial Cemetery of the Pacific בית הקברות הלאומי של האוקיינוס השקט לזכר הנופלים National Memorials of the United States קטגוריה:ארצות הברית: אנדרטאות לאומיות National Menorah החנוכייה הלאומית של ארצות הברית National Monument האנדרטה הלאומית National Museum "Memorial to Holodomor victims" אנדרטת הזיכרון לציון קורבנות הרעב ההמוני באוקראינה National Museum of Aleppo המוזיאון הלאומי של חלב National Museum of American History המוזיאון הלאומי להיסטוריה אמריקנית National Museum of Anthropology המוזיאון הלאומי לאנתרופולוגיה National Museum of Beirut המוזיאון הלאומי של ביירות National Museum of Damascus המוזיאון הלאומי של דמשק National Museum of Ethiopia המוזיאון הלאומי של אתיופיה National Museum of Iran המוזיאון הלאומי של איראן National Museum of Iraq המוזיאון הלאומי של עיראק National Museum of Natural History המוזיאון הלאומי להיסטוריה של הטבע National Museum of Scotland המוזיאון המלכותי של סקוטלנד National Museum of the American Indian מוזיאון האינדיאנים הלאומי National Museum of the United States Air Force המוזיאון הלאומי של חיל האוויר של ארצות הברית National Novel Writing Month חודש הכתיבה הלאומי National Oceanic and Atmospheric Administration מנהל האוקיינוסים והאטמוספירה הלאומי National Olympic Committee ועד אולימפי לאומי National Olympic Committees קטגוריה:ועדים אולימפיים National Olympic Stadium האצטדיון האולימפי National Opera and Ballet of Bulgaria האופרה והבלט הלאומיים בסופיה National Orchestra of Belgium התזמורת הלאומית של בלגיה National Outline Plan תוכנית מתאר ארצית National Pact האמנה הלאומית National Palace הארמון הלאומי National Palace Museum מוזיאון הארמון הלאומי National Park Service שירות הפארקים הלאומיים של ארצות הברית National Park of American Samoa הפארק הלאומי סמואה האמריקנית National Parks of Canada קטגוריה:קנדה: פארקים לאומיים National Parliamentary Library of Georgia ספריית הפרלמנט הלאומית של גאורגיה National Party המפלגה הלאומית National People's Army צבא גרמניה המזרחית National People's Army generals קטגוריה:גנרלים בצבא גרמניה המזרחית National People's Army personnel קטגוריה:אנשי צבא מזרח גרמנים National People's Congress הקונגרס הלאומי העממי National Police Agency סוכנות המשטרה הלאומית National Police Memorial אנדרטת כוחות השיטור הלאומית National Police of East Timor המשטרה הלאומית של מזרח טימור National Police of Ukraine המשטרה הלאומית של אוקראינה National Portrait Gallery גלריית הדיוקנאות הלאומית National Postal Museum מוזיאון הדואר הלאומי National Priority Area אזור עדיפות לאומית National Public Safety Commission הוועדה הלאומית לביטחון הציבור National Reconnaissance Office משרד הסיור הלאומי National Registry Emergency Medical Technician חובש National Religious Party מפד"ל National Reorganization Process המשטר הצבאי בארגנטינה National Resistance Army צבא ההתנגדות העממי National Rifle Association איגוד הרובאים הלאומי National Roads Company of Israel נתיבי ישראל - החברה הלאומית לתשתיות תחבורה National Route 40 כביש 40 National Salvation Front חזית ההצלה הלאומית National Scenic Areas in Scotland קטגוריה:סקוטלנד: אזורי נוף לאומיים National Science Foundation הקרן הלאומית למדע National Science Foundation Network NSFNet National Security Advisor היועץ לביטחון לאומי National Security Agency הסוכנות לביטחון לאומי National Security Agency קטגוריה:NSA National Security Bureau הלשכה לביטחון לאומי National Security Committee of the Republic of Kazakhstan ק.נ.ב National Security Council המועצה לביטחון לאומי National Security Council המטה לביטחון לאומי National Security Study Memorandum 200 מזכר הביטחון הלאומי המחקרי 200 National September 11 Memorial & Museum האנדרטה הלאומית והמוזיאון לפיגועי 11 בספטמבר National Shooting Center המרכז הלאומי לירי National Socialist Freedom Movement תנועת החרות הנאציונל-סוציאליסטית National Socialist Movement התנועה הנאציונל-סוציאליסטית National Socialist Party of America Village of Skokie פרשת סקוקי National Society of Film Critics איגוד המבקרים האמריקני National Sorry Day יום ההתנצלות National Space Science Data Center מאגר המידע הלאומי למדעי החלל National Space Society אגודת החלל הלאומית National Spiritualist Association of Churches ספיריטואליזם National Sport Center – Tel Aviv מרכז הספורט הלאומי - תל אביב National Stadium אצטדיון המשחקים העולמיים National Stock Exchange of India הבורסה הלאומית ההודית לניירות ערך National Symphony Orchestra התזמורת הסימפונית הלאומית של ארצות הברית National Széchényi Library הספרייה הלאומית על שם סצ'ני National Technical University of Athens האוניברסיטה הטכנית הלאומית של אתונה National Thanksgiving Turkey Presentation חנינת תרנגול ההודו National Theatre Mannheim האופרה של מנהיים National Toy Hall of Fame היכל התהילה הלאומי של הצעצועים National Transitional Council מועצת המעבר הלאומית National Transportation Library הספרייה הלאומית לתחבורה של ארצות הברית National Transportation Safety Board NTSB National Treasure אוצר לאומי National Treasure: Book of Secrets אוצר לאומי: ספר הסודות National Trust for Places of Historic Interest or Natural Beauty קרן הנאמנות הלאומית למקומות בעלי עניין היסטורי או יופי טבעי National Union איחוד לאומי National Union האיחוד הלאומי National Union of Israeli Students התאחדות הסטודנטים והסטודנטיות בישראל National University of Colombia האוניברסיטה הלאומית של קולומביה National University of Córdoba האוניברסיטה הלאומית של קורדובה National University of Ireland האוניברסיטה הלאומית של אירלנד National War Memorial אנדרטת המלחמה הלאומית National War Memorial אנדרטת המלחמה הלאומית של קנדה National Water Carrier of Israel המוביל הארצי National Woman's Party מפלגת הנשים הלאומית National World War II Memorial אנדרטת מלחמת העולם השנייה National accounts קטגוריה:חשבונאות לאומית National anthem המנון לאומי National anthem of Mauritania המנון מאוריטניה National anthem of Mongolia המנון מונגוליה National anthem of Paraguay המנון פרגוואי National anthem of Russia המנון הפדרציה הרוסית National anthem of Scotland ההמנון הלאומי של סקוטלנד National anthem of South Africa המנון דרום אפריקה National anthem of Turkmenistan המנון טורקמניסטן National anthem of Yemen המנון תימן National anthem of the Orange Free State המנון מדינת אורנג' החופשית National anthem of the Transvaal המנון הטרנסוואל National anthems קטגוריה:המנונים לאומיים National anthems of Oceania and the Pacific Islands תבנית:המנוני מדינות אוקיאניה National archives קטגוריה:ארכיונים לאומיים National association football club competitions קטגוריה:תחרויות כדורגל למועדונים National association football cups קטגוריה:תחרויות גביע לאומיות National association football supercups קטגוריה:סופר קאפ National association football team managers קטגוריה:מאמני כדורגל לפי נבחרת National association football teams קטגוריה:נבחרות כדורגל National average salary השכר הממוצע בישראל National basketball team navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות כדורסל לפי מדינה National basketball team players קטגוריה:כדורסלנים לפי נבחרת National basketball teams קטגוריה:נבחרות כדורסל National cemeteries קטגוריה:בתי קברות לאומיים National coats of arms קטגוריה:סמלי מדינות National colours צבעים לאומיים National colours קטגוריה:צבעים לאומיים National colours of Australia הצבעים הלאומיים של אוסטרליה National colours of Israel הצבעים הלאומיים של ישראל National day of mourning יום אבל לאומי National days קטגוריה:ימי עצמאות National dish מאכל לאומי National dishes קטגוריה:מאכלים לאומיים National emblem of Azerbaijan סמל אזרבייג'ן National emblem of Belarus סמל בלארוס National emblem of Cape Verde סמל כף ורדה National emblem of France סמל צרפת National emblem of Indonesia סמל אינדונזיה National emblem of Oman סמל עומאן National emblem of Turkey סמל טורקיה National emblem of the Republic of Macedonia סמל מקדוניה National emblems and coats of arms of Asia גלריית סמלי אסיה National flag דגל לאומי National flags קטגוריה:דגלי מדינות National football team navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות כדורגל לפי מדינה National government buildings in London קטגוריה:לונדון: בנייני ממשל National handball teams קטגוריה:נבחרות כדוריד National heritage site אתר מורשת National ice hockey teams קטגוריה:נבחרות הוקי קרח National identity זהות לאומית National institutions קטגוריה:מכונים לאומיים National intelligence agencies תבנית:ארגוני ביון לאומיים National interest הגיון המדינה National legislatures קטגוריה:פרלמנטים National libraries קטגוריה:ספריות לאומיות National library ספרייה לאומית National lower houses קטגוריה:בתים תחתונים National mapping agency סוכנות מיפוי לאומית National mottos קטגוריה:מוטואים לאומיים National museums קטגוריה:מוזיאונים לאומיים National park פארק לאומי National parks קטגוריה:פארקים לאומיים National parks and nature reserves of Israel גנים לאומיים בישראל National parks of Argentina קטגוריה:ארגנטינה: פארקים לאומיים National parks of Australia קטגוריה:אוסטרליה: פארקים לאומיים National parks of Austria גאוגרפיה של אוסטריה#פארקים לאומיים National parks of Bolivia קטגוריה:בוליביה: פארקים לאומיים National parks of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: פארקים לאומיים National parks of Brazil קטגוריה:ברזיל: פארקים לאומיים National parks of Chile קטגוריה:צ'ילה: פארקים לאומיים National parks of Israel קטגוריה:ישראל: גנים לאומיים National parks of Israel תבנית:גנים לאומיים בישראל National parks of New Zealand פארקים לאומיים בניו זילנד National parks of New Zealand קטגוריה:ניו זילנד: פארקים לאומיים National parks of Norway קטגוריה:נורווגיה: פארקים לאומיים National parks of Panama קטגוריה:פנמה: פארקים לאומיים National parks of Peru קטגוריה:פרו: פארקים לאומיים National parks of South Sudan קטגוריה:דרום סודאן: פארקים לאומיים National parks of Spain קטגוריה:ספרד: פארקים לאומיים National parks of Tanzania קטגוריה:טנזניה: פארקים לאומיים National parks of Turkey קטגוריה:טורקיה: פארקים לאומיים National parks of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: פארקים לאומיים National parks of the United Kingdom קטגוריה:הממלכה המאוחדת: פארקים לאומיים National parks of the United States קטגוריה:ארצות הברית: פארקים לאומיים National parks of the United States תבנית:פארקים לאומיים של ארצות הברית National personal autonomy אוטונומיה לאומית פרסונלית National personification האנשת מדינות National personifications קטגוריה:האנשת מדינות National poet משורר לאומי National rugby union teams קטגוריה:נבחרות רוגבי National savings חיסכון לאומי National seal of the Comoros סמל קומורו National security ביטחון לאומי National security קטגוריה:ביטחון לאומי National sport ספורט לאומי National sports team נבחרת לאומית National sports teams קטגוריה:נבחרות ספורט לאומיות National sports teams by country קטגוריה:נבחרות ספורט לאומיות לפי מדינה National sports teams of Argentina קטגוריה:נבחרות ארגנטינה National sports teams of Brazil קטגוריה:נבחרות ברזיל National sports teams of Canada קטגוריה:נבחרות קנדה National sports teams of France קטגוריה:נבחרות צרפת National sports teams of Germany קטגוריה:נבחרות גרמניה National sports teams of Israel קטגוריה:נבחרות ישראל National sports teams of Italy קטגוריה:נבחרות איטליה National sports teams of Spain קטגוריה:נבחרות ספרד National sports teams of the Czech Republic קטגוריה:נבחרות צ'כיה National sports teams of the United States קטגוריה:נבחרות ארצות הברית National squad תבנית:סגל נבחרת National statistical services קטגוריה:מוסדות סטטיסטיקה ממשלתיים National supreme courts קטגוריה:בתי משפט עליונים לפי מדינה National symbol סמל לאומי National symbols קטגוריה:סמלים לאומיים National symbols of Afghanistan קטגוריה:אפגניסטן: סמלים לאומיים National symbols of Albania קטגוריה:אלבניה: סמלים לאומיים National symbols of Algeria קטגוריה:אלג'יריה: סמלים לאומיים National symbols of Andorra קטגוריה:אנדורה: סמלים לאומיים National symbols of Angola קטגוריה:אנגולה: סמלים לאומיים National symbols of Antigua and Barbuda קטגוריה:אנטיגואה וברבודה: סמלים לאומיים National symbols of Argentina קטגוריה:ארגנטינה: סמלים לאומיים National symbols of Armenia קטגוריה:ארמניה: סמלים לאומיים National symbols of Australia קטגוריה:אוסטרליה: סמלים לאומיים National symbols of Austria קטגוריה:אוסטריה: סמלים לאומיים National symbols of Azerbaijan קטגוריה:אזרבייג'ן: סמלים לאומיים National symbols of Bahrain קטגוריה:בחריין: סמלים לאומיים National symbols of Bangladesh קטגוריה:בנגלדש: סמלים לאומיים National symbols of Barbados קטגוריה:ברבדוס: סמלים לאומיים National symbols of Belarus קטגוריה:בלארוס: סמלים לאומיים National symbols of Belgium קטגוריה:בלגיה: סמלים לאומיים National symbols of Belize קטגוריה:בליז: סמלים לאומיים National symbols of Benin קטגוריה:בנין: סמלים לאומיים National symbols of Bhutan קטגוריה:בהוטן: סמלים לאומיים National symbols of Bolivia קטגוריה:בוליביה: סמלים לאומיים National symbols of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: סמלים לאומיים National symbols of Botswana קטגוריה:בוטסואנה: סמלים לאומיים National symbols of Brazil קטגוריה:ברזיל: סמלים לאומיים National symbols of Brunei קטגוריה:ברוניי: סמלים לאומיים National symbols of Bulgaria קטגוריה:בולגריה: סמלים לאומיים National symbols of Burkina Faso קטגוריה:בורקינה פאסו: סמלים לאומיים National symbols of Burundi קטגוריה:בורונדי: סמלים לאומיים National symbols of Cambodia קטגוריה:קמבודיה: סמלים לאומיים National symbols of Cameroon קטגוריה:קמרון: סמלים לאומיים National symbols of Canada קטגוריה:קנדה: סמלים לאומיים National symbols of Cape Verde קטגוריה:כף ורדה: סמלים לאומיים National symbols of Chad קטגוריה:צ'אד: סמלים לאומיים National symbols of Chile קטגוריה:צ'ילה: סמלים לאומיים National symbols of Colombia קטגוריה:קולומביה: סמלים לאומיים National symbols of Costa Rica קטגוריה:קוסטה ריקה: סמלים לאומיים National symbols of Croatia קטגוריה:קרואטיה: סמלים לאומיים National symbols of Cuba קטגוריה:קובה: סמלים לאומיים National symbols of Cyprus קטגוריה:קפריסין: סמלים לאומיים National symbols of Denmark קטגוריה:דנמרק: סמלים לאומיים National symbols of Djibouti קטגוריה:ג'יבוטי: סמלים לאומיים National symbols of Dominica קטגוריה:דומיניקה: סמלים לאומיים National symbols of East Germany קטגוריה:גרמניה המזרחית: סמלים לאומיים National symbols of East Timor קטגוריה:מזרח טימור: סמלים לאומיים National symbols of Ecuador קטגוריה:אקוודור: סמלים לאומיים National symbols of Egypt קטגוריה:מצרים: סמלים לאומיים National symbols of El Salvador קטגוריה:אל סלוודור: סמלים לאומיים National symbols of England קטגוריה:אנגליה: סמלים לאומיים National symbols of Equatorial Guinea קטגוריה:גינאה המשוונית: סמלים לאומיים National symbols of Eritrea קטגוריה:אריתריאה: סמלים לאומיים National symbols of Estonia קטגוריה:אסטוניה: סמלים לאומיים National symbols of Ethiopia קטגוריה:אתיופיה: סמלים לאומיים National symbols of Fiji קטגוריה:פיג'י: סמלים לאומיים National symbols of Finland קטגוריה:פינלנד: סמלים לאומיים National symbols of France קטגוריה:צרפת: סמלים לאומיים National symbols of Gabon קטגוריה:גבון: סמלים לאומיים National symbols of Georgia קטגוריה:גאורגיה: סמלים לאומיים National symbols of Germany קטגוריה:גרמניה: סמלים לאומיים National symbols of Ghana קטגוריה:גאנה: סמלים לאומיים National symbols of Greece קטגוריה:יוון: סמלים לאומיים National symbols of Grenada קטגוריה:גרנדה: סמלים לאומיים National symbols of Guatemala קטגוריה:גואטמלה: סמלים לאומיים National symbols of Guinea קטגוריה:גינאה: סמלים לאומיים National symbols of Guinea-Bissau קטגוריה:גינאה ביסאו: סמלים לאומיים National symbols of Guyana קטגוריה:גיאנה: סמלים לאומיים National symbols of Haiti קטגוריה:האיטי: סמלים לאומיים National symbols of Honduras קטגוריה:הונדורס: סמלים לאומיים National symbols of Hungary קטגוריה:הונגריה: סמלים לאומיים National symbols of Iceland קטגוריה:איסלנד: סמלים לאומיים National symbols of India קטגוריה:הודו: סמלים לאומיים National symbols of Indonesia קטגוריה:אינדונזיה: סמלים לאומיים National symbols of Iran קטגוריה:איראן: סמלים לאומיים National symbols of Iraq קטגוריה:עיראק: סמלים לאומיים National symbols of Israel הסמלים הלאומיים של מדינת ישראל National symbols of Israel קטגוריה:ישראל: סמלים לאומיים National symbols of Italy קטגוריה:איטליה: סמלים לאומיים National symbols of Ivory Coast קטגוריה:חוף השנהב: סמלים לאומיים National symbols of Jamaica קטגוריה:ג'מייקה: סמלים לאומיים National symbols of Japan קטגוריה:יפן: סמלים לאומיים National symbols of Jordan קטגוריה:ירדן: סמלים לאומיים National symbols of Kazakhstan קטגוריה:קזחסטן: סמלים לאומיים National symbols of Kenya קטגוריה:קניה: סמלים לאומיים National symbols of Kiribati קטגוריה:קיריבטי: סמלים לאומיים National symbols of Kuwait קטגוריה:כווית: סמלים לאומיים National symbols of Kyrgyzstan קטגוריה:קירגיזסטן: סמלים לאומיים National symbols of Laos קטגוריה:לאוס: סמלים לאומיים National symbols of Latvia קטגוריה:לטביה: סמלים לאומיים National symbols of Lebanon קטגוריה:לבנון: סמלים לאומיים National symbols of Lesotho קטגוריה:לסוטו: סמלים לאומיים National symbols of Liberia קטגוריה:ליבריה: סמלים לאומיים National symbols of Libya קטגוריה:לוב: סמלים לאומיים National symbols of Liechtenstein קטגוריה:ליכטנשטיין: סמלים לאומיים National symbols of Lithuania קטגוריה:ליטא: סמלים לאומיים National symbols of Luxembourg קטגוריה:לוקסמבורג: סמלים לאומיים National symbols of Madagascar קטגוריה:מדגסקר: סמלים לאומיים National symbols of Malawi קטגוריה:מלאווי: סמלים לאומיים National symbols of Malaysia קטגוריה:מלזיה: סמלים לאומיים National symbols of Mali קטגוריה:מאלי: סמלים לאומיים National symbols of Malta קטגוריה:מלטה: סמלים לאומיים National symbols of Mauritania קטגוריה:מאוריטניה: סמלים לאומיים National symbols of Mauritius קטגוריה:מאוריציוס: סמלים לאומיים National symbols of Mexico קטגוריה:מקסיקו: סמלים לאומיים National symbols of Moldova קטגוריה:מולדובה: סמלים לאומיים National symbols of Monaco קטגוריה:מונאקו: סמלים לאומיים National symbols of Mongolia קטגוריה:מונגוליה: סמלים לאומיים National symbols of Montenegro קטגוריה:מונטנגרו: סמלים לאומיים National symbols of Morocco קטגוריה:מרוקו: סמלים לאומיים National symbols of Mozambique קטגוריה:מוזמביק: סמלים לאומיים National symbols of Myanmar קטגוריה:מיאנמר: סמלים לאומיים National symbols of Namibia קטגוריה:נמיביה: סמלים לאומיים National symbols of Nauru קטגוריה:נאורו: סמלים לאומיים National symbols of Nepal קטגוריה:נפאל: סמלים לאומיים National symbols of New Zealand קטגוריה:ניו זילנד: סמלים לאומיים National symbols of Nicaragua קטגוריה:ניקרגואה: סמלים לאומיים National symbols of Niger קטגוריה:ניז'ר: סמלים לאומיים National symbols of Nigeria קטגוריה:ניגריה: סמלים לאומיים National symbols of North Korea קטגוריה:קוריאה הצפונית: סמלים לאומיים National symbols of Northern Ireland קטגוריה:צפון אירלנד: סמלים לאומיים National symbols of Norway קטגוריה:נורווגיה: סמלים לאומיים National symbols of Oman קטגוריה:עומאן: סמלים לאומיים National symbols of Pakistan קטגוריה:פקיסטן: סמלים לאומיים National symbols of Palau קטגוריה:פלאו: סמלים לאומיים National symbols of Panama קטגוריה:פנמה: סמלים לאומיים National symbols of Papua New Guinea קטגוריה:פפואה גינאה החדשה: סמלים לאומיים National symbols of Paraguay קטגוריה:פרגוואי: סמלים לאומיים National symbols of Peru קטגוריה:פרו: סמלים לאומיים National symbols of Poland קטגוריה:פולין: סמלים לאומיים National symbols of Portugal קטגוריה:פורטוגל: סמלים לאומיים National symbols of Puerto Rico קטגוריה:פוארטו ריקו: סמלים לאומיים National symbols of Qatar קטגוריה:קטר: סמלים לאומיים National symbols of Romania קטגוריה:רומניה: סמלים לאומיים National symbols of Russia קטגוריה:רוסיה: סמלים לאומיים National symbols of Rwanda קטגוריה:רואנדה: סמלים לאומיים National symbols of Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: סמלים לאומיים National symbols of Saint Lucia קטגוריה:סנט לוסיה: סמלים לאומיים National symbols of Saint Vincent and the Grenadines קטגוריה:סנט וינסנט והגרנדינים: סמלים לאומיים National symbols of Samoa קטגוריה:סמואה: סמלים לאומיים National symbols of San Marino קטגוריה:סן מרינו: סמלים לאומיים National symbols of Saudi Arabia קטגוריה:ערב הסעודית: סמלים לאומיים National symbols of Scotland קטגוריה:סקוטלנד: סמלים לאומיים National symbols of Senegal קטגוריה:סנגל: סמלים לאומיים National symbols of Serbia קטגוריה:סרביה: סמלים לאומיים National symbols of Seychelles קטגוריה:סיישל: סמלים לאומיים National symbols of Sierra Leone קטגוריה:סיירה לאון: סמלים לאומיים National symbols of Singapore קטגוריה:סינגפור: סמלים לאומיים National symbols of Slovakia קטגוריה:סלובקיה: סמלים לאומיים National symbols of Slovenia קטגוריה:סלובניה: סמלים לאומיים National symbols of Somalia קטגוריה:סומליה: סמלים לאומיים National symbols of South Africa קטגוריה:דרום אפריקה: סמלים לאומיים National symbols of South Korea קטגוריה:קוריאה הדרומית: סמלים לאומיים National symbols of South Sudan קטגוריה:דרום סודאן: סמלים לאומיים National symbols of Spain קטגוריה:ספרד: סמלים לאומיים National symbols of Sri Lanka קטגוריה:סרי לנקה: סמלים לאומיים National symbols of Suriname קטגוריה:סורינאם: סמלים לאומיים National symbols of Swaziland קטגוריה:סווזילנד: סמלים לאומיים National symbols of Sweden קטגוריה:שוודיה: סמלים לאומיים National symbols of Switzerland קטגוריה:שווייץ: סמלים לאומיים National symbols of Syria קטגוריה:סוריה: סמלים לאומיים National symbols of São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: סמלים לאומיים National symbols of Tajikistan קטגוריה:טג'יקיסטן: סמלים לאומיים National symbols of Tanzania קטגוריה:טנזניה: סמלים לאומיים National symbols of Thailand קטגוריה:תאילנד: סמלים לאומיים National symbols of Togo קטגוריה:טוגו: סמלים לאומיים National symbols of Tonga קטגוריה:טונגה: סמלים לאומיים National symbols of Trinidad and Tobago קטגוריה:טרינידד וטובגו: סמלים לאומיים National symbols of Tunisia קטגוריה:תוניסיה: סמלים לאומיים National symbols of Turkey קטגוריה:טורקיה: סמלים לאומיים National symbols of Turkmenistan קטגוריה:טורקמניסטן: סמלים לאומיים National symbols of Tuvalu קטגוריה:טובאלו: סמלים לאומיים National symbols of Uganda קטגוריה:אוגנדה: סמלים לאומיים National symbols of Ukraine קטגוריה:אוקראינה: סמלים לאומיים National symbols of Uruguay קטגוריה:אורוגוואי: סמלים לאומיים National symbols of Uzbekistan קטגוריה:אוזבקיסטן: סמלים לאומיים National symbols of Vanuatu קטגוריה:ונואטו: סמלים לאומיים National symbols of Venezuela קטגוריה:ונצואלה: סמלים לאומיים National symbols of Vietnam קטגוריה:וייטנאם: סמלים לאומיים National symbols of Wales קטגוריה:ויילס: סמלים לאומיים National symbols of Yemen קטגוריה:תימן: סמלים לאומיים National symbols of Zambia קטגוריה:זמביה: סמלים לאומיים National symbols of Zimbabwe קטגוריה:זימבבואה: סמלים לאומיים National symbols of the Bahamas קטגוריה:איי בהאמה: סמלים לאומיים National symbols of the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: סמלים לאומיים National symbols of the Comoros קטגוריה:קומורו: סמלים לאומיים National symbols of the Cook Islands קטגוריה:איי קוק: סמלים לאומיים National symbols of the Czech Republic קטגוריה:צ'כיה: סמלים לאומיים National symbols of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: סמלים לאומיים National symbols of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: סמלים לאומיים National symbols of the Faroe Islands קטגוריה:איי פארו: סמלים לאומיים National symbols of the Federated States of Micronesia קטגוריה:מיקרונזיה: סמלים לאומיים National symbols of the Gambia קטגוריה:גמביה: סמלים לאומיים National symbols of the Maldives קטגוריה:המלדיביים: סמלים לאומיים National symbols of the Marshall Islands קטגוריה:איי מרשל: סמלים לאומיים National symbols of the Netherlands קטגוריה:הולנד: סמלים לאומיים National symbols of the People's Republic of China קטגוריה:הרפובליקה העממית של סין: סמלים לאומיים National symbols of the Philippines קטגוריה:הפיליפינים: סמלים לאומיים National symbols of the Republic of China קטגוריה:הרפובליקה הסינית: סמלים לאומיים National symbols of the Republic of Ireland קטגוריה:אירלנד: סמלים לאומיים National symbols of the Republic of Macedonia קטגוריה:מקדוניה: סמלים לאומיים National symbols of the Republic of the Congo קטגוריה:הרפובליקה של קונגו: סמלים לאומיים National symbols of the Solomon Islands קטגוריה:איי שלמה: סמלים לאומיים National symbols of the Soviet Union קטגוריה:ברית המועצות: סמלים לאומיים National symbols of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: סמלים לאומיים National symbols of the United Kingdom קטגוריה:הממלכה המאוחדת: סמלים לאומיים National symbols of the United States קטגוריה:ארצות הברית: סמלים לאומיים National team appearances in the FIFA Women's World Cup הנבחרות בגביע העולם בכדורגל נשים National team appearances in the FIFA World Cup הנבחרות בגביע העולם בכדורגל National theatres קטגוריה:תיאטראות לאומיים National unity government ממשלת אחדות לאומית National university אוניברסיטה לאומית National upper houses קטגוריה:בתים עליונים National volleyball teams קטגוריה:נבחרות כדורעף National water polo teams קטגוריה:נבחרות כדורמים National-Christian Defense League ליגת ההגנה הלאומית-נוצרית Nationalencyklopedin האנציקלופדיה הלאומית Nationalism לאומיות Nationalism קטגוריה:לאומיות Nationalism תבנית:לאומיות Nationalist Movement Party מפלגת התנועה הלאומית Nationality קטגוריה:אזרחות Nationalization הלאמה Nations at the Olympics קטגוריה:מדינות במשחקים האולימפיים Nations at the Paralympics קטגוריה:מדינות במשחקים הפאראלימפיים Nativ נתיב Native American people קטגוריה:אינדיאנים Native American topics קטגוריה:האינדיאנים בארצות הברית Native American tribes קטגוריה:אינדיאנים: שבטים בארצות הברית Native Americans in the United States האינדיאנים בארצות הברית Native Image Generator NGen Nativism נייטיביזם Nativity of Jesus לידת ישו Natricinae נחשי מים Natrolite נתרוליט Natronai ben Hilai רב נטרונאי גאון Natsagiin Bagabandi נטסגין באגאבנדי Natsumi Hoshi נצומי הושי Natsuo Kirino נאטסואו קירינו Natta projection היטל נטה Natufian culture התרבות הנאטופית Natufian sites קטגוריה:התרבות הנאטופית Natura Artis Magistra נטורה ארטיס מגיסטרה Natura non facit saltus הטבע לא עושה קפיצות Natural בקר Natural Born Killers רוצחים מלידה Natural History תולדות הטבע Natural Ontological Attitude הגישה האונטולוגית הטבעית Natural arch קשת טבעית Natural barrier מכשול טבעי Natural building בנייה באדמה Natural competence חיידקים קומפטנטים Natural density צפיפות Natural disaster אסון טבע Natural disasters קטגוריה:אסונות טבע Natural disasters by country קטגוריה:אסונות טבע לפי מדינה Natural disasters by year קטגוריה:אסונות טבע לפי שנה Natural disasters in China קטגוריה:אסונות טבע בסין Natural disasters in India קטגוריה:אסונות טבע בהודו Natural disasters in the United States קטגוריה:אסונות טבע בארצות הברית Natural gas גז טבעי Natural gas קטגוריה:גז טבעי Natural gas companies קטגוריה:חברות גז טבעי Natural gas fields קטגוריה:שדות גז Natural gas in Israel קטגוריה:גז טבעי בישראל Natural gas pipelines קטגוריה:צינורות גז טבעי Natural history ידיעת הטבע Natural history museums קטגוריה:מוזיאונים להיסטוריה של הטבע Natural history museums in the United States קטגוריה:ארצות הברית: מוזיאונים להיסטוריה של הטבע Natural horn קרן טבעית Natural justice כללי הצדק הטבעי Natural killer cell תא הרג טבעי Natural language שפה טבעית Natural language processing עיבוד שפה טבעית Natural law משפט הטבע Natural logarithm לוגריתם טבעי Natural monopoly מונופול טבעי Natural nuclear fission reactor כור גרעיני טבעי Natural number מספר טבעי Natural pools קטגוריה:בריכות טבעיות Natural resource משאב טבע Natural rubber גומי Natural satellite ירח Natural science מדעי הטבע Natural sciences קטגוריה:מדעי הטבע Natural selection ברירה טבעית Natural-gas condensate קונדנסט Natural-gas processing נוזלי גז טבעי Naturalism נטורליזם Naturalistic fallacy כשל נטורליסטי Naturalists קטגוריה:חוקרי טבע Naturalization התאזרחות Nature Nature Nature טבע Nature Coast חוף הטבע Nature deficit disorder הפרעת חוסר הטבע Nature deities קטגוריה:אלילי טבע Nature documentary סרט טבע Nature goddesses קטגוריה:אלות טבע Nature gods קטגוריה:אלי טבע Nature photographers קטגוריה:צלמי טבע Nature reserve שמורת טבע Nature reserves קטגוריה:שמורות טבע Nature reserves in Israel קטגוריה:ארץ ישראל: שמורות טבע Nature reserves in South Africa קטגוריה:דרום אפריקה: שמורות טבע Nature reserves in Tanzania קטגוריה:טנזניה: שמורות טבע Nature reserves of Israel תבנית:שמורות טבע בישראל Naturism נודיזם Naturopathy נטורופתיה Natzweiler-Struthof נאצוויילר-שטרוטהוף Naucratis נאוקרטיס Naughty Dog Naughty Dog Naughty Girl Naughty Girl Naukograd נאוקוגרד Naukograds קטגוריה:נאוקוגרדים Naulochus נאולוכוס Naumachia נאומכיה Naumann נאומן Naumburg International Piano Competition תחרות הפסנתר הבינלאומית ע"ש נאומבורג Nauru נאורו Nauru קטגוריה:נאורו Nauru at the Olympics נאורו במשחקים האולימפיים Nauruan language נאורית Nausea בחילה Nausea הבחילה Nausicaa נאוסיקה Nautica נאוטיקה Nautical almanac אלמנך Nautical mile מיל ימי Nautical terms קטגוריה:מונחים ימיים Nautiloid נאוטילוסאים Nautiloids קטגוריה:נאוטילאים Nautilus נאוטילוס Nautilus נאוטילוסיים Nava Arad נאוה ארד Nava Boker נאוה בוקר Nava Macmel-Atir נאוה מקמל-עתיר Nava Semel נאוה סמל Navahrudak נבהרדק Navajo נאוואחו Navajo Bridge גשר נאוואחו Navajo Nation אומת נאוואחו Navajo Sandstone אבן חול נאוואחו Navajo language נאוואחו Naval Act of 1794 חוק ההתחמשות הימית Naval Battle of Guadalcanal הקרב הימי על גוודלקנל Naval Criminal Investigative Service NCIS Naval Infantry חיל הנחתים הרוסי Naval Intelligence Division מספן המודיעין Naval Postgraduate School בית הספר של הצי ללימודים מתקדמים Naval artillery קטגוריה:תותחים ימיים Naval artillery תותח ימי Naval battles קטגוריה:קרבות ימיים Naval battles and operations of World War II קטגוריה:קרבות ומבצעים ימיים במלחמת העולם השנייה Naval battles by war קטגוריה:קרבות ימיים לפי מלחמות Naval battles involving France קטגוריה:הצי הצרפתי: קרבות Naval battles involving Israel קטגוריה:חיל הים הישראלי: קרבות ומבצעים Naval battles involving the United Kingdom קטגוריה:הצי המלכותי הבריטי: קרבות Naval battles of World War I קטגוריה:קרבות ימיים במלחמת העולם הראשונה Naval battles of World War I involving Germany קטגוריה:הצי הקיסרי הגרמני: קרבות במלחמת העולם הראשונה Naval battles of World War I involving the United Kingdom קטגוריה:הצי המלכותי הבריטי: קרבות במלחמת העולם הראשונה Naval battles of World War II involving Australia קטגוריה:קרבות אוסטרליה במלחמת העולם השנייה Naval battles of the American Civil War קטגוריה:קרבות ימיים במלחמת האזרחים האמריקנית Naval battles of the American Revolutionary War קטגוריה:קרבות ימיים במלחמת העצמאות האמריקנית Naval battles of the French Revolutionary Wars קטגוריה:קרבות ימיים במלחמות המהפכה הצרפתית Naval battles of the Greek War of Independence קטגוריה:קרבות ימיים במלחמת העצמאות היוונית Naval battles of the Napoleonic Wars קטגוריה:קרבות ימיים במלחמות הנפוליאוניות Naval battles of the Peloponnesian War קטגוריה:קרבות ימיים במלחמה הפלופונסית Naval battles of the Punic Wars קטגוריה:קרבות ימיים במלחמות הפוניות Naval battles of the Russo-Japanese War קטגוריה:קרבות ימיים במלחמת רוסיה-יפן Naval battles of the Yom Kippur War קטגוריה:קרבות ימיים במלחמת יום הכיפורים Naval flags קטגוריה:דגלים ימיים צבאיים Naval fleet צי Naval history of Germany קטגוריה:היסטוריה של הצי הגרמני Naval jack דגל ימי Naval mine מוקש ימי Naval mutinies קטגוריה:מרידות ימיות Naval ram איל ניגוח ימי Naval rating דירוג Naval ship ספינת מלחמה Naval ships קטגוריה:כלי שיט מלחמתיים Naval ships by country קטגוריה:ספינות מלחמה לפי מדינה Naval ships by period קטגוריה:ספינות מלחמה לפי מלחמה Naval ships of Israel קטגוריה:ספינות מלחמה ישראליות Naval ships of Italy קטגוריה:ספינות מלחמה איטלקיות Naval ships of Russia קטגוריה:ספינות מלחמה סובייטיות ורוסיות Naval tactics טקטיקה ימית Naval warfare לוחמה ימית Naval warfare קטגוריה:לוחמה ימית Naval warfare of World War I לוחמה ימית במלחמת העולם הראשונה Naval weapons קטגוריה:אמצעי לחימה ימיים Navan נאבאן Navantia נוואנטיה Navarch נאוארכוס Navarre נווארה Navarre קטגוריה:נווארה Navarre Tudela טודלה Navarrese monarchs קטגוריה:מלכי נווארה Navarro נבארו Navas נבאס Navassa Island נבאסה Navbox תבנית:ניווט קבוצות Navboxes תבנית:ניווטים Nave ספינה Naveen Andrews נאבין אנדרוז Naveh נווה Navel טבור Navi Mumbai נבי מומבאי Navi Pillay נאווי פילאי Navier–Stokes equations משוואות נאוויה-סטוקס Navies קטגוריה:חילות ים Navigable aqueduct גשר מים Navigable aqueducts קטגוריה:גשרי מים Navigation ויקיפדיה:ניווט Navigation ניווט Navigation קטגוריה:ניווט Navigation Acts חוקי הסחר הימי Navigational boxes קטגוריה:תבניות ניווט Navigator נווט Navigators קטגוריה:נווטים Navis lusoria נאוויס לוסוריה Navon נבון Navot Papushado נבות פפושדו Navy חיל ים Navy Board מנהלת הצי המלכותי הבריטי Navy Cross צלב הצי Navy Day יום חיל הים Navy Pier נייבי פיר Navy bases קטגוריה:בסיסי חילות ים Navy – Merchant Marine Memorial אנדרטת הצי - צי הסוחר Nawaf Al-Temyat נווף אל טמייט Nawaf Massalha נואף מסאלחה Nawal El Saadawi נוואל א-סעדאווי Nawaz Sharif נוואז שריף Nawi נאווי Naxi language נאסי Naxos נקסוס Naya Rivera נאייה ריברה Nayarit נאיאריט Nayef Hawatmeh נאיף חוואתמה Nayef bin Abdul-Aziz Al Saud יורש העצר הסעודי נאיף Nayla Moawad נאילה מעווד Nayla Tueni נאילה תוויני Nayot ניות Naypyidaw נייפידאו Nazareth נצרת Nazareth קטגוריה:נצרת Nazareth Christ Church הכנסייה האנגליקנית Nazareth Illit נצרת עילית Nazareth Illit Green Stadium אצטדיון גרין Nazareth St. Joseph's Church כנסיית יוסף הקדוש Nazareth White Mosque המסגד הלבן Nazca Lines קווי נסקה Nazca Plate לוח נסקה Nazca Ridge רכס נסקה Nazca booby סולת נסקה Nazem Al-Ghazali נאזם אל-ע'זאלי Nazgûl נאזגול Nazi Germany גרמניה הנאצית Nazi Germany קטגוריה:גרמניה הנאצית Nazi Germany ministers קטגוריה:שרי ממשלת גרמניה הנאצית Nazi Party המפלגה הנאצית Nazi SS קטגוריה:אס אס Nazi architecture האדריכלות הנאצית Nazi architecture קטגוריה:אדריכלות נאצית Nazi book burnings שריפת הספרים בגרמניה הנאצית Nazi boycott of Jewish businesses חרם אחד באפריל 1933 Nazi concentration camps קטגוריה:השואה: מחנות ריכוז Nazi concentration camps in Austria קטגוריה:מחנות ריכוז באוסטריה Nazi concentration camps in Estonia קטגוריה:מחנות ריכוז באסטוניה Nazi concentration camps in France קטגוריה:מחנות ריכוז בצרפת Nazi concentration camps in Germany קטגוריה:מחנות ריכוז בגרמניה Nazi concentration camps in Latvia קטגוריה:מחנות ריכוז בלטביה Nazi concentration camps in Poland קטגוריה:מחנות ריכוז בפולין Nazi concentration camps in Yugoslavia קטגוריה:מחנות ריכוז ביוגוסלביה Nazi concentration camps in the Netherlands קטגוריה:מחנות ריכוז בהולנד Nazi culture אמנות ומדע בגרמניה הנאצית קטגוריה:תרבות Nazi extermination camps קטגוריה:מחנות השמדה Nazi gold train רכבת הזהב הנאצית Nazi human experimentation ניסויים בבני אדם על ידי הנאצים Nazi human subject research קטגוריה:ניסויים בבני אדם על ידי הנאצים Nazi hunter צייד נאצים Nazi hunters קטגוריה:ציידי נאצים Nazi parties קטגוריה:מפלגות נאציות Nazi party rally grounds אתר הכינוסים של המפלגה הנאצית Nazi plunder ביזת יצירות אמנות בידי הנאצים Nazi propaganda התעמולה הנאצית Nazi propaganda קטגוריה:התעמולה הנאצית Nazi propaganda films קטגוריה:סרטי תעמולה נאצית Nazi propagandists קטגוריה:פעילי התעמולה הנאצית Nazi seizure of power עליית הנאצים לשלטון Nazi terminology קטגוריה:טרמינולוגיה נאצית Nazi war crimes קטגוריה:פשעי מלחמה של גרמניה במלחמת העולם השנייה Naziha al-Dulaimi נזיהה א-דוליימי Nazir מסכת נזיר Nazira Jumblatt נזירה ג'ונבלאט Nazira Zain al-Din נזירה זיין א-דין Nazirite נזיר Nazis קטגוריה:נאצים Nazis who committed suicide קטגוריה:מתאבדים: נאצים Nazism נאציזם Nazism קטגוריה:נאציזם Nazr Mohammed נאזי מוחמד Nazran נזראן Naïm Kattan נעים קטן Naïve art אמנות נאיבית Naïve art קטגוריה:אמנות נאיבית Naïve realism ריאליזם נאיבי Nałęczów נלנצ'וב Naŋar/Dolchamar דולצ'מר Naŋar/Persone פרסונה Nccam/sandbox דומיטיאנוס Ne bis in idem סיכון כפול Ne me quitte pas Ne Me Quitte Pas Ne'eman נאמן Ne'ila תפילת נעילה Ne'ot Afeka נאות אפקה Ne-Yo ני-יו NeXT NeXT Nea Ekklesia of the Theotokos כנסיית הניאה Nea Moni of Chios מנזר נאה מוני בכיוס Nea Salamina Famagusta FC players קטגוריה:כדורגלני נאה סלמיס פמגוסטה Nea Salamis Famagusta FC נאה סלמיס פמגוסטה Neagoe Basarab ניאגויה בסאראב Neagu Djuvara ניאגו ג'ובארה Neal ניל Neal Hendel ניל הנדל Neal Stephenson ניל סטיבנסון Neale Donald Walsch ניל דונלד וולש Neanderthal האדם הניאנדרטלי Neapolitan Mastiff מסטינו נפוליטנו Neapolitan language נפוליטנית Neapolitan songs קטגוריה:שירים נפוליטניים Near Earth Object Surveillance Satellite NEOSSat Near East המזרח הקרוב Near East קטגוריה:המזרח הקרוב Near Eastern fire salamander סלמנדרה מצויה Near field communication תקשורת טווח אפס Near threatened species קטגוריה:מינים קרובים לסיכון Near-Earth object גופים קרובי ארץ Near-death experience חוויית סף מוות Near-far problem בעיית קרוב-רחוק Near-threatened species קרוב לסיכון Nearchus נארכוס Nearctic ecozone האזור הנארקטי Nearly free electron model מודל אלקטרונים כמעט חופשיים Nebahat Çehre נבהאט צ'הרה Nebahne Yohannes נאבחנה יוהנס Nebeviye משתמש:Nebeviye Nebo נבו Nebo hierichonticus נבו יריחו Nebo-Sarsekim Tablet לוח נבו שרסכים Nebojša Marinković נבוישה מרינקוביץ' Nebojša Radmanović נבוישה רדמנוביץ' Nebraska נברסקה Nebraska קטגוריה:נברסקה Nebraska תבנית:נברסקה Nebraska Lincoln לינקולן Nebraska Monowi מונווי Nebraska Omaha אומהה Nebuchadnezzar נבוכדנצר Nebuchadnezzar I נבוכדנצר הראשון Nebuchadnezzar II נבוכדנצר השני Nebuchadnezzar III נבוכדנצר השלישי Nebuchadnezzar IV נבוכדנצר הרביעי Nebula נבולה Nebula ערפילית Nebula Award פרס נבולה Nebula Award winners קטגוריה:סופרים ויוצרים זוכי פרס נבולה Nebula Award-winning works קטגוריה:יצירות זוכות פרס נבולה Nebula Awards קטגוריה:זוכי פרס נבולה Nebulae קטגוריה:ערפיליות Necessary Evil Necessary Evil Necessity and sufficiency תנאי הכרחי Nechama Hendel נחמה הנדל Nechama Leibowitz נחמה ליבוביץ Nechama Tec נחמה טק Nechemya Cohen נחמיה כהן Nechervan Barzani נכרוואן ברזאני Necho I נכו הראשון Necho II נכו השני Nechtan נכטאן Nechtan Morbet מלך הפיקטים נכטאן הראשון Nechtan mac Der-Ilei מלך הפיקטים נכטאן השלישי Nechtan nepos Uerb מלך הפיקטים נכטאן השני Necip Fazıl Kısakürek נג'יפ פאזיל קיסקורק Neck צוואר Neck frill עטרה Neck gaiter חמצוואר Neckar נקר Necker נקר Necklace שרשרת Necktie עניבה Necro נקרו Necromancy העלאה באוב Necrophilia נקרופיליה Necrophobia נקרופוביה Necropolis נקרופוליס Necropolis of Pantalica הנקרופוליס בפנטליקה Necrosis נקרוזה Necrotizing enterocolitis דלקת מעי נמקית Nectanebo I נכתנבו הראשון Nectanebo II נכתנבו השני Nectar נקטר Nectar צוף Nectarian התקופה הנקטריאנית Nectariniidae קטגוריה:צופיות Nectarivore יונקי צוף Ned Beatty נד ביטי Ned Flanders נד פלנדרז Ned and Stacey נד וסטייסי Ned's Declassified School Survival Guide מדריך ההישרדות של נד Nedelin catastrophe אסון נדלין Neder נדר Nederlands Israëlitisch Kerkgenootschap איגוד הקהילות היהודיות בהולנד Nederlands Scheepvaartmuseum המוזיאון הימי של הולנד Nedo Nadi נדו נדי Nedoceratops נדוצרטופס Need צורך Need You Now Need You Now Need for Speed Need for Speed Needed Me Needed Me Needful Things דברים שצריך Needle threader משחלת Needles המחטים Neelix ניליקס Neem oil שמן הנים Neeme Järvi נמה ירווי Nefertari נפרטרי Nefertiti נפרטיטי Nefesh B'Nefesh נפש בנפש Neftçi PFK נפטצ'י באקו Nega'im מסכת נגעים Negasi Krestos נאגסי קראסטוס Negation לא Negation of the Diaspora שלילת הגלות Negative and positive atheism אתאיזם שלילי וחיובי Negative binomial distribution התפלגות בינומית שלילית Negative income tax מס הכנסה שלילי Negative liberty חירות שלילית Negative number מספרים חיוביים ושליליים Negative predictive value ערך ניבוי שלילי Negative temperature טמפרטורה שלילית Negba נגבה Negeri Sembilan נגרי סמבילן Negev הנגב Negev קטגוריה:הנגב Negev Bedouin בדואים בישראל Negev Brigade חטיבת הנגב Negev Mountains הר הנגב Negev Museum of Art מוזיאון הנגב לאמנות Negev Nuclear Research Center קריה למחקר גרעיני - נגב Negev Tortoise צב יבשה מדברי Negev incense route דרך הבשמים Negev shrew חדף הרמון NegevZoo הגן הזואולוגי של באר שבע Negiah שמירת נגיעה Neglected and underutilized crop גידולי חקלאות לא מנוצלים Negligence רשלנות Negohot נגוהות Negotiable instrument שטר Negotiable instrument law קטגוריה:דיני שטרות Negotiation משא ומתן Negotiation קטגוריה:משא ומתן Negri נגרי Negrito נגריטו Negroid שחורים Negroni נגרוני Negroponte נגרופונטה Negros נגרוס Nehalennia נהלניה Nehalim נחלים Nehama Ronen נחמה רונן Nehardea נהרדעא Nehardea Academy ישיבת נהרדעא Nehari נהרי Nehemiah נחמיה Nehemiah Hayyun נחמיה חייא חיון Nehemiah Kish נחמיה קיש Nehemiah Levanon נחמיה לבנון Nehemiah Persoff נחמיה פרסוף Nehemiah Samuel Libowitz נחמיה שמואל ליבוביץ Nehemiah Tamari נחמיה תמרי Nehora נהורה Nehru–Gandhi family קטגוריה:משפחת נהרו-גנדי Nehunya ben HaKanah רבי נחוניה בן הקנה Nehusha נחושה Nehushtan נחש הנחושת Neiafu ניואפו Neidhart von Reuental ניידהרט פון רוינטאל Neighborhoods Neighborhoods Neighborhoods קטגוריה:שכונות Neighborhoods in Brooklyn קטגוריה:ברוקלין: שכונות Neighborhoods in Israel קטגוריה:ישראל: שכונות Neighborhoods in Manhattan קטגוריה:מנהטן: שכונות Neighborhoods in New York City קטגוריה:ניו יורק: שכונות Neighborhoods in the United States קטגוריה:ארצות הברית: שכונות Neighborhoods of Beersheba באר שבע: שכונות Neighborhoods of Beersheba קטגוריה:באר שבע: שכונות Neighborhoods of Gaza City קטגוריה:עזה: שכונות Neighborhoods of Haifa קטגוריה:חיפה: שכונות Neighborhoods of Haifa רובעי חיפה Neighborhoods of Jerusalem תבנית:שכונות ירושלים Neighborhoods of Netanya נתניה#שכונות Neighborhoods of Tbilisi קטגוריה:טביליסי: רבעים Neighborhoods of Tel Aviv קטגוריה:תל אביב-יפו: שכונות Neighborhoods of Tel Aviv רובעי תל אביב-יפו Neighbors שכנים Neighbors 2: Sorority Rising שכנים 2 Neighbourhood סביבה Neighbourhood שכונה Neighbourhoods in Rio de Janeiro קטגוריה:ריו דה ז'ניירו: שכונות Neighbourhoods of Amsterdam קטגוריה:אמסטרדם: שכונות Neighbourhoods of Beirut קטגוריה:שכונות ופרברים בביירות Neighbourhoods of Buenos Aires קטגוריה:בואנוס איירס: שכונות ורבעים Neighbourhoods of Jerusalem קטגוריה:ירושלים: שכונות Neil Armstrong ניל ארמסטרונג Neil Asher Silberman ניל אשר סילברמן Neil Costa נייל קוסטה Neil Crosby ניל קרוסבי Neil Diamond ניל דיימונד Neil Flynn ניל פלין Neil Gaiman ניל גיימן Neil Gaiman תבנית:ניל גיימן Neil Gillman ניל גילמן Neil Hannon ניל האנון Neil Hope ניל הופ Neil Johnston ניל ג'ונסטון Neil LaBute ניל לביוט Neil Patrick Harris ניל פטריק האריס Neil Peart ניל פירט Neil Postman ניל פוסטמן Neil Ritchie ניל ריצ'י Neil Sedaka ניל סדקה Neil Shicoff ניל שיקוף Neil Simon ניל סיימון Neil Simon Theatre תיאטרון ניל סיימון Neil Sloane ניל סלואן Neil Strauss ניל שטראוס Neil Stuke ניל סטוק Neil Young ניל יאנג Neil deGrasse Tyson ניל דה-גראס טייסון Neilee/sandbox דומיטיאנוס Neiljamesking/Magna Carta מגנה כרטה Neill Blomkamp ניל בלומקאמפ Neilmeena תוכנה Nein נין Neisseria Neisseria Neisseria meningitidis Neisseria meningitidis Neji56565onyoutube/sandbox G4 Největší Čech Největší Čech Nekhbet נחבת Nekhel נח'ל Nekhen נחן Nekron נקרון Nel Noddings נל נודינגס Nel van Vliet נל ואן וליט Nell Carter נל קרטר Nellie Bly נלי בליי Nellie Kim נלי קים Nellie McKay נלי מקיי Nellie Melba נלי מלבה Nellie Tayloe Ross נלי טיילו רוס Nellis נליס Nellis Air Force Base נליס Nelly נלי Nelly Furtado נלי פורטדו Nelly Sachs נלי זק"ש Nelly and Mr. Arnaud נלי ומר ארנו Nelly! Whoa Nelly! Whoa Nelson נלסון Nelson Aldrich נלסון אולדריץ' Nelson DeMille נלסון דה מיל Nelson Diebel נלסון דיבל Nelson Glueck נלסון גליק Nelson Lakes National Park הפארק הלאומי נלסון לייקס Nelson Mandela נלסון מנדלה Nelson Mandela Bay Stadium אצטדיון נלסון מנדלה ביי Nelson Rockefeller נלסון רוקפלר Nelson Valdez נלסון ואלדס Nelson Vivas נלסון ויוואס Nelson Évora נלסון אבורה Nelson's Column עמוד נלסון Nelson's Pillar עמוד נלסון Nelspruit נלספרייט Nemanja Bjelica נמניה בייליצה Nemanja Matić נמניה מאטיץ' Nemanja Nedović נמניה נדוביץ' Nemanja Nikolić נמניה ניקוליץ' Nemanja Petrović נמניה פטרוביץ' Nemanja Vidić נמניה וידיץ' Nemanja Vučićević נמניה ווצ'יצ'ביץ' Nematocera יתושים Nematode תולעים נימיות Nematodes קטגוריה:נמטודות Nemean Games המשחקים הנמאיים Nemean lion האריה מנמאה Nemenčinė נמנצ'ין Nemesia נמסיה Nemesis נמסיס Nemetona נמטונה Nemmers Prize in Mathematics פרס נמרס למתמטיקה Nemmersdorf massacre טבח נמרסדורף Nemo נמו Nemo me impune lacessit איש אינו מתגרה בי מבלי להיענש Nemyriv נמירוב Nemzeti Bajnokság I ליגת העל ההונגרית Nena ננה Nena von Schlebrügge ננה פון שלברוג Nenad Krstić ננאד קרסטיץ' Nenad Marinković ננאד מרינקוביץ' Nenad Pralija ננאד פראליה Nenad Savić ננאד סאביץ' Nendaz ננדה Neneh Cherry ננה צ'רי Nenets Autonomous Okrug הניינץ Nennius נניוס Nenê ננה Neo ניאו Neo-Aramaic languages ארמית חדשה Neo-Darwinism נאו-דרוויניזם Neo-Hasidism נאו-חסידות Neo-Marxism נאו-מרקסיזם Neo-Nazi organizations קטגוריה:ארגונים נאו-נאצים Neo-Nazi organizations in the United States קטגוריה:ארגונים נאו-נאצים בארצות הברית Neo-Nazism נאו-נאציזם Neo-Nazism קטגוריה:נאו-נאציזם Neo-Nazism in the United States קטגוריה:נאו-נאציזם בארצות הברית Neo-Ottomanism נאו-עות'מאניות Neo-Zionism נאו-ציונות Neo-fascism נאו-פשיזם Neo-feudalism נאו-פיאודליזם Neo-impressionism נאו-אימפרסיוניזם Neo-minimalism נאו-גאו Neo-romanticism נאו-רומנטיקה Neobatrachia ניאובטרכיה Neocatechumenal Way הדרך הנאוקאטקומנאלית Neoclassical architects קטגוריה:אדריכלים נאו-קלאסיציסטים Neoclassical architecture אדריכלות נאו-קלאסית Neoclassical architecture קטגוריה:אדריכלות נאו-קלאסית Neoclassical artists קטגוריה:אמנים נאו-קלאסים Neoclassical economics כלכלה נאו-קלאסית Neoclassical metal מטאל נאו-קלאסי Neoclassicism נאו-קלאסיציזם Neoclassicism קטגוריה:נאו-קלאסיציזם Neocolonialism נאו קולוניאליזם Neoconservatism נאו-קונסרבטיזם Neodymium נאודימיום Neoevolutionism נאו-אבולוציוניזם Neofelis נמר ערפילי Neofiti נאופיטי Neogene נאוגן Neognathae עופות מפותחים חסרי שיניים Neoliberalism נאו-ליברליזם Neolithic התקופה הנאוליתית Neolithic קטגוריה:התקופה הנאוליתית Neolithic Revolution המהפכה הנאוליתית Neolithic flint mines of Spiennes מכרות הצור הנאוליתיים בספיין Neolithic settlements קטגוריה:אתרים ארכאולוגים נאוליתים Neolithixmoosehe משתמש:QWERTY Neolog Judaism יהדות נאולוגית Neologism תחדיש Neologos52/sandbox לאונרד סוסקינד Neomorphinae קוקיים Neon נאון Neon Bible Neon Bible Neon Genesis Evangelion נאון ג'נסיס אוונגליון Neon Neon ניאון ניאון Neonatal diabetes mellitus סוכרת נאונטלית Neonatology נאונאטולוגיה Neonfuzz/Titration worksheet טיטור Neonicotinoid ניקוטינואידים Neontology נאונטולוגיה Neopentane נאופנטאן Neopets Neopets Neoplasm נאופלזיה Neoplatonism נאופלאטוניזם Neoproterozoic נאופרוטרוזואיקון Neoptera בעלי-כנפיים מפותחים Neorealism נאו-ריאליזם Neos נאוס Neoscona נאוסקונה Neot Golan נאות גולן Neot HaKikar נאות הכיכר Neot HaKikar disaster אסון נאות הכיכר Neot Kedumim נאות קדומים Neot Mordechai נאות מרדכי Neot Semadar נאות סמדר Neoteny נאוטניה Neoteric המשוררים החדשים Neotinea maculata ניאוטיניאה תמימה Neotinea tridentata סחלב שלוש השיניים Neotragini אנטילופות סבך Neotragus אנטילופה ננסית Neotropic ecozone האזור הנאוטרופי Neotropical otter לוטרה נאוטרופית Nepal נפאל Nepal קטגוריה:נפאל Nepal Airlines נפאל איירליינס Nepal Lalitpur פטן Nepal at the Olympics נפאל במשחקים האולימפיים Nepal at the Paralympics נפאל במשחקים הפאראלימפיים Nepal earthquake רעידת האדמה בנפאל Nepal national football team נבחרת נפאל בכדורגל Nepal templates קטגוריה:תבניות ניווט - נפאל Nepalese culture קטגוריה:נפאל: תרבות Nepalese monarchs קטגוריה:מלכי נפאל Nepalese people קטגוריה:נפאלים Nepalese royal massacre טבח משפחת המלוכה של נפאל Nepenthes כדנית Nepenthes attenboroughii כדנית אטינבורו Nepeta נפית Nepheline נפלין Nephelometer נפלומטר Nephilim נפיל Nephrite נפריט Nephritic syndrome תסמונת נפריטית Nephrogenic diabetes insipidus תפלת שתן כלייתית Nephrologists קטגוריה:נפרולוגים Nephrology נפרולוגיה Nephrology קטגוריה:נפרולוגיה Nephron נפרון Nephrotic syndrome תסמונת נפרוטית Nephthys נפתיס Nepidae עקרבניים Nepotism נפוטיזם Neptunalia נפטונליה Neptune נפטון Neptune קטגוריה:נפטון Neptune Grotto נקבת נפטון Neptune's Grotto מערת נפטון Neptunium נפטוניום Nerchinsk נרצ'ינסק Nerd חנון Nereid נראיד Nereis of Epirus נראיס מאפירוס Nereus נראוס Nergal נרגל Nergal-ushezib נרגל-אושזיב Nerguy/Rkotler אהרן קוטלר Neri Cardozo נרי קרדוסו Neriglissar נרגל שראצר Neringa Municipality נרינגה Nerio Alejandro ICarly Nerium הרדוף הנחלים Nerlens Noel נרלנס נואל Nernst equation משוואת נרנסט Nernst glower זוהר נרנסט Nero Nero Nero נירון קיסר Nero נרו Nero AG Nero Nero Claudius Drusus נירון קלאודיוס דרוסוס Nero Decree צו נרון Nerthus נרטוס Neruda נרודה Nerva נרווה Nerva–Antonine dynasty קטגוריה:השושלת הנרווה-אנטונינית Nerve עצב Nerve agent גז עצבים Nerve growth factor גורם הגדילה העצבי Nervii נרווים Nervous system מערכת העצבים Nervous system קטגוריה:מערכת העצבים Nervous system neoplasia קטגוריה:גידולים ממאירים במערכת העצבים המרכזית Nery Brenes נרי ברנס Nery Pumpido נרי פומפידו Nes Ammim נס עמים Nes Harim נס הרים Nesebar נסבר Neshama Carlebach נשמה קרליבך Nesher נשר Nesher Malt בירה נשר Nesiya מכון נסיעה Nesomyidae נסומיים Nesosilicates קטגוריה:נזוסיליקטים Nespresso נספרסו Ness נס Ness Technologies נס טכנולוגיות Ness Zamir נס זמיר Ness Ziona נס ציונה Ness Ziona קטגוריה:נס ציונה Ness Ziona Stadium אצטדיון עירוני נס ציונה Nessim Gaon נסים גאון Nessun dorma נסון דורמה Nest קן Nestea נסטי Nesthorn נסטהורן Nestlé נסטלה Nestlé קטגוריה:נסטלה Nestlé.svg קובץ:Nestle logo.png Nestor נסטור Nestor Basterretxea נסטור בסטרטשה Nestor Carbonell נסטור קרבונל Nestor Makhno נסטור מאכנו Nestor the Chronicler נסטור הכרוניקן Nestoras Mitidis נסטוראס מיטידיס Nestorianism נסטוריאניזם Nestoridae נסטוריים Nesvizh ניאסוויז' Nesvizh Castle טירת ניאסוויז' Net טרה נטו ברוטו Net רשת Net force כוח שקול Net neutrality נייטרליות הרשת Net present value ערך נוכחי נקי NetApp נטאפ NetBSD NetBSD NetBeans NetBeans NetBus NetBus NetLogo נט-לוגו Neta Dobrin נטע דוברין Neta Harpaz נטע הרפז Neta Lavi נטע לביא Neta Rivkin נטע ריבקין Neta'im נטעים Netafim נטפים Netafim Border Crossing מעבר נטפים Netan'el משתמש:Netan'el Netanel Hochberg נתנאל הוכברג Netania Davrath נתניה דברת Netanya נתניה Netanya קטגוריה:נתניה Netanya Academic College המכללה האקדמית נתניה Netanya Kiryat Sanz קריית צאנז Netanya Railway Station תחנת הרכבת נתניה Netanya Stadium האצטדיון העירוני נתניה Netanyahu נתניהו Netanyahu family קטגוריה:משפחת נתניהו Netball נטבול Netbook נטבוק Netcat Netcat Netela נטלה Netfilter Netfilter Netflix נטפליקס Netgear Netgear Netha Hussain/archive 2 ויקיפדיה:מזנון#.D7.91.D7.95.D7.90.D7.95 .D7.A0.D7.AA.D7.A7.D7.99.D7.9F .D7.9B.D7.90.D7.9F .D7.90.D7.AA .D7.95.D7.99.D7.A7.D7.99.D7.A0.D7.AA.D7.95.D7.A0.D7.99.D7.9D Nethaneel נתנאל Nethanel ben Isaiah נתנאל בן ישעיה Netherlandish Proverbs הפתגמים ההולנדיים Netherlands ארצות השפלה Netherlands הולנד Netherlands קטגוריה:הולנד Netherlands American Cemetery בית הקברות הצבאי והאנדרטה האמריקניים בהולנד Netherlands Antilles האנטילים ההולנדיים Netherlands Antilles קטגוריה:האנטילים ההולנדיים Netherlands Antilles at the Olympics האנטילים ההולנדיים במשחקים האולימפיים Netherlands Antilles national football team נבחרת האנטילים ההולנדיים בכדורגל Netherlands Carillon קריון הולנד Netherlands Emmen אמן Netherlands Open Air Museum המוזיאון הפתוח של הולנד Netherlands Philharmonic Orchestra תזמורת הרדיו הפילהרמונית של הולנד Netherlands Radio Symphony תזמורת הרדיו ההולנדית Netherlands at the Olympics הולנד במשחקים האולימפיים Netherlands in World War II קטגוריה:הולנד במלחמת העולם השנייה Netherlands in the Eurovision Song Contest הולנד באירוויזיון Netherlands international footballers קטגוריה:כדורגלני נבחרת הולנד Netherlands location map templates קטגוריה:תבניות מיפוי לפי מדינות: הולנד Netherlands national basketball team נבחרת הולנד בכדורסל Netherlands national football team נבחרת הולנד בכדורגל Netherlands national football team managers קטגוריה:מאמני נבחרת הולנד בכדורגל Netherlands national football team navigational boxes קטגוריה:סגלי נבחרת הולנד בכדורגל Netherlands national under-21 football team נבחרת הולנד בכדורגל עד גיל 21 Netherlands squad 1974 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 1974 Netherlands squad 1978 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 1978 Netherlands squad 1990 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 1990 Netherlands squad 1994 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 1994 Netherlands squad 1998 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 1998 Netherlands squad 2006 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 2006 Netherlands squad 2010 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 2010 Netherlands squad 2014 FIFA World Cup תבנית:נבחרת הולנד במונדיאל 2014 Netherlands squad UEFA Euro 1976 תבנית:נבחרת הולנד יורו 1976 Netherlands squad UEFA Euro 1988 תבנית:נבחרת הולנד יורו 1988 Netherlands squad UEFA Euro 1992 תבנית:נבחרת הולנד יורו 1992 Netherlands squad UEFA Euro 1996 תבנית:נבחרת הולנד יורו 1996 Netherlands squad UEFA Euro 2000 תבנית:נבחרת הולנד יורו 2000 Netherlands squad UEFA Euro 2004 תבנית:נבחרת הולנד יורו 2004 Netherlands squad UEFA Euro 2008 תבנית:נבחרת הולנד יורו 2008 Netherlands squad UEFA Euro 2012 תבנית:נבחרת הולנד יורו 2012 Netherlands stubs קטגוריה:קצרמר הולנד Netherlands women's national football team נבחרת הולנד בכדורגל נשים Nethinim גבעונים Netishyn נטישין Netiv HaAsara נתיב העשרה Netiv HaGdud נתיב הגדוד Netiv HaLamed-Heh נתיב הל"ה Netiv HaShayara נתיב השיירה Netiva Ben-Yehuda נתיבה בן יהודה Netivot נתיבות Netivot Railway Station תחנת הרכבת נתיבות Neto נטו Netraam משתמש:Netraam Netscape נטסקייפ Netscott משתמש:Netscott Netsh Netsh Netstat Netstat Netsuke נצקה Netta Aloni נטע אלוני Netta Garti נטע גרטי Nettop מחשב אישי זעיר Nettopoc.png slicer~enwiki משתמש:Nettopoc.png slicer Netu'a נטועה Neturei Karta נטורי קרתא Netvibes נטווייבס Network רשת שידור Network 18 רשת 18 Network Control Program NCP Network File System Network File System Network News Transfer Protocol Network News Transfer Protocol Network Time Protocol Network Time Protocol Network access קטגוריה:חיבור לרשת Network access server Network Access Server Network address translation Network Address Translation Network addressing קטגוריה:כתובות רשת Network administrator מנהל רשת Network architecture קטגוריה:ארכיטקטורת רשת Network booting אתחול מהרשת Network covalent bonding סריג אטומרי Network detector גלאי רשת Network economy כלכלת הרשת Network effect אפקט רשת Network interface controller כרטיס רשת Network layer שכבת הרשת של מודל ה-OSI Network management קטגוריה:ניהול רשתות Network management system Network Management System Network model בסיס נתונים רשתי Network packet חבילת מידע Network protocols קטגוריה:פרוטוקולי תקשורת Network socket שקע Network switch מתג Network theory תורת הרשתות Network topology טופולוגיית רשת Network-attached storage NAS Networking cables כבל תקשורת Networking hardware קטגוריה:ציוד לתקשורת מחשבים Networking standards קטגוריה:תקנים בתקשורת מחשבים Netz 107 F-16 נץ 107 Netzah Yehuda Battalion נצח יהודה Netzarim נצרים Netzarim Junction bicycle bombing פיגוע ההתאבדות בצומת נצרים Netzer נצר Netzer Hazani נצר חזני Netzer Sereni נצר סרני Neu-Ulm נוי-אולם Neubauer נויבאואר Neubrandenburg נויברנדנבורג Neuchâtel נשאטל Neuchâtel Xamax נשאטל גזמאקס Neuchâtel Xamax managers קטגוריה:מאמני נשאטל גזמאקס Neuchâtel Xamax players קטגוריה:כדורגלני נשאטל גזמאקס Neudeggergasse Synagogue בית הכנסת נוידגרגאסה Neue Deutsche Biographie הביוגרפיה הגרמנית החדשה Neue Freie Presse נויה פרייה פרסה Neue Nationalgalerie הגלריה הלאומית החדשה Neue Rheinische Zeitung עיתון הריין החדש Neue Wache בית המשמר החדש Neue Zeitschrift für Musik נויה צייטשריפט פיר מוזיק Neuengamme concentration camp מחנה הריכוז נוינגמה Neuengamme concentration camp קטגוריה:מחנה הריכוז נוינגמה Neues Museum המוזיאון החדש Neuilly-sur-Seine ניי-סיר-סן Neukoln משתמש:Neukoln Neukölln נויקלן Neum נאום Neume נוימה Neumünster נוימינסטר Neuquén נאוקן Neuquén Province נאוקן Neuquén Province קטגוריה:נאוקן Neuradaceae כפתוריים Neural crest הרכס העצבי Neural tube defect פגמים בתעלה העצבית Neuro-linguistic programming ניתוב לשוני פיזיולוגי Neuroactive Neuroactive Neuroanatomy נוירואנטומיה Neuroblastoma נוירובלסטומה Neurochemistry נוירוכימיה Neurodevelopmental disorder הפרעה נוירו-התפתחותית Neurodiversity גיוון עצבי Neuroeconomics נוירו-כלכלה Neurofeedback נוירופידבק Neurofibroma נוירופיברומה Neurofibromatosis נוירופיברומטוזיס Neurogeek/Brain מוח Neurogenesis נוירוג'נסיס Neurogenic diabetes insipidus תפלת שתן מרכזית Neuroglia תאי גלייה Neuroimaging דימות מוחי Neurolinguistics נוירובלשנות Neurological disorder הפרעה נוירולוגית Neurological disorders קטגוריה:מחלות מערכת העצבים Neurological examination בדיקה נוירולוגית Neurologists קטגוריה:נוירולוגים Neurologists by nationality קטגוריה:נוירולוגים לפי מוצא Neurology נוירולוגיה Neurology קטגוריה:נוירולוגיה Neuroma נירומה Neuromancer נוירומנסר Neuromodulation אפנון עצבי Neuromuscular junction צומת עצב-שריר Neuron תא עצב Neurophysiology נוירופיזיולוגיה Neuroplasticity הפלסטיות של מערכת העצבים Neuropsychoanalysis נוירופסיכואנליזה Neuropsychology נוירופסיכולוגיה Neuroptera מרושתי-כנף Neuroptera קטגוריה:מרושתי-כנף Neuropterida רקומי-כנף Neuroscience מדעי המוח Neuroscience קטגוריה:מדעי העצב Neuroscientists קטגוריה:מדעני עצב Neurosis נוירוזה Neurosurgeons קטגוריה:נוירוכירורגים Neurosurgery נוירוכירורגיה Neurosurgery קטגוריה:נוירוכירורגיה Neuroticfish Neuroticfish Neurotransmission העברה סינפטית Neurotransmitter מוליך עצבי Neurotransmitter receptor קולטן#הקולטן העצבי Neurotransmitters קטגוריה:מוליכים עצביים Neurotypical נוירוטיפיקל Neuschwanstein Castle טירת נוישוונשטיין Neusiedl am See נויזידל אם זי Neustadt an der Weinstraße נוישטט אן דר ויינשטראסה Neustrelitz נוישטרליץ Neustria נויסטריה Neutral נייטרליות Neutral Milk Hotel ניוטרל מילק הוטל Neutral Moresnet מורסנט Neutral country מדינה נייטרלית Neutral point of view ויקיפדיה:נקודת מבט נייטרלית Neutral point of view/Draft ויקיפדיה:נקודת מבט נייטרלית Neutral-density filter מסנן ND Neutralino נייטרלינו Neutralization סתירה Neutrino נייטרינו Neutrino astronomy אסטרונומיית ניוטרינו Neutrino detector גלאי נייטרינו Neutron נייטרון Neutron bomb פצצת נייטרון Neutron star כוכב נייטרונים Neutron temperature נייטרון אטי Neutropenia נויטרופניה Neutrophil נויטרופיל Neuve-Chapelle Indian Memorial אנדרטת הודו בנאב-שאפל Neuvy-Saint-Sépulchre נווי-סן-ספולקר Neuwied נויוויד Nev Schulman ניב שולמן Neva Bay מפרץ נייבה Neva River נייבה Nevada נבדה Nevada קטגוריה:נבדה Nevada Buildings and structures in Las Vegas קטגוריה:לאס וגאס: מבנים Nevada Carson City קרסון סיטי Nevada Clark County מחוז קלארק Nevada Day יום נבדה Nevada Fallon פאלון Nevada Hawthorne הות'ורן Nevada Henderson הנדרסון Nevada Jackpot ג'קפוט Nevada Las Vegas קטגוריה:לאס וגאס Nevada Pershing County מחוז פרשינג Nevada Reno רינו Nevada St. Thomas סנט תומאס Nevada Test Site אתר הניסויים נבדה Nevada Test and Training Range נליס Nevada Winnemucca וינמאקה Nevada counties קטגוריה:נבדה: מחוזות Nevada culture קטגוריה:נבדה: תרבות Nevado del Ruiz נוואדו דל רואיס Nevanlinna Prize פרס נבנלינה Nevatim נבטים Nevatim Airbase בסיס נבטים Neve Ativ נווה אטי"ב Neve Avivim נווה אביבים Neve Avot המרכז המשולב לרפואה גריאטרית שהם Neve Campbell נב קמפבל Neve Dan שיכון דן Neve Daniel נווה דניאל Neve Dekalim נוה דקלים Neve Eitan נווה איתן Neve Gordon ניב גורדון Neve Hadassah נווה הדסה Neve Harif נווה חריף Neve Ilan נווה אילן Neve Michael נווה מיכאל Neve Midbar Regional Council מועצה אזורית נווה מדבר Neve Midbar Regional Council קטגוריה:מועצה אזורית נווה מדבר Neve Mivtah נווה מבטח Neve Monosson נוה מונוסון Neve Ofer נווה עופר Neve Sha'anan נווה שאנן Neve Shalom נווה שלום Neve Sharett נווה שרת Neve Tzedek נווה צדק Neve Tzedek Tower מגדל נווה צדק Neve Ur נווה אור Neve Yaakov נווה יעקב Neve Yam נווה ים Neve Yamin נווה ימין Neve Yarak נווה ירק Neve Yerushalayim נווה ירושלים Neve Ziv נווה זיו Neve Zohar נווה זוהר Neveh Erez מאחזים#נווה ארז Nevel נוול Nevelskoy Strait מצר נבלסקוי Neven Spahija נבן ספאחיה Neven Subotić נבן סובוטיץ' Never Again Never Again Never Again Single.PNG קובץ:Never Again Single.png Never Back Down לעולם אל תיכנע Never Back Down 2: The Beatdown לעולם אל תיכנע 2: הביטדאון Never Before Never Before Never Gonna Leave This Bed Never Gonna Leave This Bed Never Have I Ever מעולם לא Never Let Go Never Let Go Never Let Me Down Never Let Me Down Never Let Me Go לעולם אל תיתן לי ללכת Never Say Die! Never Say Die! Never Say Never Again לעולם אל תאמר לעולם לא Never Say Never: The Remixes Never Say Never – The Remixes Never So Few מעטים מול רבים Never a Time Never a Time Neverland ארץ לעולם לא Nevermind Nevermind Neverwhere לעולם-לא-עולם Neverwinter Nights נוורווינטר נייטס Neverwinter Nights 2 נוורווינטר נייטס 2 Nevi'im נביאים Nevi'im קטגוריה:ספרי נביאים Nevil Maskelyne נוויל מסקלין Nevil Shute נוויל שוט Neville נוויל Neville Brody נוויל ברודי Neville Chamberlain נוויל צ'מברליין Neville Marriner נוויל מרינר Nevio Scala נביו סקלה Neviot נביעות Nevis נוויס Nevis Peak פסגת נוויס Nevo Mizrahi נבו מזרחי Nevsky Prospect נבסקי פרוספקט Nevsky Prospekt קטגוריה:נבסקי פרוספקט Nevuer משתמש:Nevuer Nevus נקודת חן Nevėžis נביז'ס New New New Acropolis אקרופוליס החדשה New Age העידן החדש New Age קטגוריה:העידן החדש New Aliyah Party עלייה חדשה New Amsterdam ניו אמסטרדם New Atheism אתאיזם חדש New Atlantis אטלנטיס החדשה New Balance ניו באלאנס New Basket Brindisi ניו באסקט ברינדיזי New Britain בריטניה החדשה New Britain campaign המערכה בבריטניה החדשה New Brunswick ניו ברנזוויק New Brunswick קטגוריה:ניו ברנזוויק New Brunswick Saint John סנט ג'ון New Caledonia קטגוריה:קלדוניה החדשה New Caledonia קלדוניה החדשה New Caledonia Koné קונה New Caledonia Sandy Island סנדי New Caledonia national football team נבחרת קלדוניה החדשה בכדורגל New Cathedral of Salamanca הקתדרלה החדשה של סלמנקה New City Hall בית העירייה החדש של הנובר New Criticism ביקורת חדשה New Danish cuisine המטבח הנורדי החדש New Deal ניו דיל New Delhi ניו דלהי New Delhi קטגוריה:ניו דלהי New Delhi metallo-beta-lactamase 1 ניו דלהי מטאלו-בטא-לקטמז New Democratic Party המפלגה הדמוקרטית החדשה New Divide New Divide New Economic Policy נא"פ New England ניו אינגלנד New England קטגוריה:ניו אינגלנד New England Conservatory faculty קטגוריה:סגל הקונסרבטוריון למוזיקה של ניו אינגלנד New England Conservatory of Music הקונסרבטוריון למוזיקה של ניו אינגלנד New England Holocaust Memorial אנדרטת ניו אינגלנד לשואה New England Patriots ניו אינגלנד פטריוטס New England Revolution ניו אינגלנד רבולושן New England Revolution players קטגוריה:כדורגלני ניו אינגלנד רבולושן New England cuisine קטגוריה:מטבח ניו אינגלנד New Family Organization משפחה חדשה New Fang New Fang New Flemish Alliance הברית הפלמית החדשה New Found Glory ניו פאונד גלורי New France צרפת החדשה New Frontiers program תוכנית הגבולות החדשים New Gate השער החדש New German Cinema הקולנוע הגרמני החדש New Girl הבחורה החדשה New Guinea גינאה החדשה New Guinea campaign המערכה בגינאה החדשה New Guinea crocodile תנין גינאה החדשה New Guinea flightless rail רלית פפואה מקורקעת New Hampshire ניו המפשייר New Hampshire קטגוריה:ניו המפשייר New Hampshire תבנית:ניו המפשייר New Hampshire Concord קונקורד New Hampshire Manchester מנצ'סטר New Hampshire Nashua נשואה New Hampshire primary הפריימריז בניו המפשייר New Harbour ניו הרבור New Historians ההיסטוריונים החדשים New Historians קטגוריה:היסטוריונים חדשים New Horizons ניו הורייזונס New Imperialism אימפריאליזם מודרני New Ireland אירלנד החדשה New Israel Fund הקרן החדשה לישראל New Israeli Opera האופרה הישראלית החדשה New Jersey ניו ג'רזי New Jersey קטגוריה:ניו ג'רזי New Jersey תבנית:ניו ג'רזי New Jersey Atlantic City אטלנטיק סיטי New Jersey Camden קמדן New Jersey Devils ניו ג'רזי דווילס New Jersey Elizabeth אליזבת New Jersey Glendora גלנדורה New Jersey Hoboken הובוקן New Jersey Jersey City ג'רזי סיטי New Jersey Lakewood Township לייקווד New Jersey Morristown מוריסטאון New Jersey Nets head coaches קטגוריה:מאמני ניו ג'רזי נטס New Jersey Nets players קטגוריה:כדורסלני ניו ג'רזי נטס New Jersey Newark ניוארק New Jersey Paramus פרמוס New Jersey Paterson פטרסון New Jersey Princeton פרינסטון New Jersey Symphony Orchestra התזמורת הסימפונית של ניו ג'רזי New Jersey Teaneck טינק New Jersey Trenton טרנטון New Jersey Union City יוניון סיטי New Jersey Woodbine וודביין New Jerusalem ירושלים החדשה New Jerusalem Monastery מנזר נובו-ירוסלימסקי New Journalism ניו-ג'ורנליזם New Kids on the Block ניו קידס און דה בלוק New Lanark ניו לנארק New Left השמאל החדש New Liberal Party המפלגה לקידום הרעיון הציוני New Line Cinema ניו ליין סינמה New Mexico ניו מקסיקו New Mexico קטגוריה:ניו מקסיקו New Mexico תבנית:ניו מקסיקו New Mexico Albuquerque אלבקרקי New Mexico Farmington פרמינגטון New Mexico Las Cruces לאס קרוסס New Mexico Milan מילאן New Mexico Roswell רוזוול New Mexico Santa Fe סנטה פה New Mexico Silver City סילבר סיטי New Mexico Territory טריטוריית ניו מקסיקו New Millennium Program תוכנית המילניום החדש New Moon מולד הירח New Museum המוזיאון החדש לאמנות עכשווית New Mutants המוטאנטים החדשים New Netherland הולנד החדשה New Order הסדר החדש New Order ניו אורדר New Orleans ניו אורלינס New Orleans Hornets players קטגוריה:כדורסלני ניו אורלינס הורנטס New Orleans Jazz players קטגוריה:כדורסלני ניו אורלינס ג'אז New Orleans Pelicans ניו אורלינס פליקנס New Orleans Pelicans players קטגוריה:כדורסלני ניו אורלינס פליקנס New Orleans Saints ניו אורלינס סיינטס New Orleans Square כיכר ניו אורלינס New Palace הארמון החדש New Party Daichi מפלגת דאיצ'י החדשה New Party Nippon מפלגת יפן החדשה New Profile פרופיל חדש New Queer Cinema הקולנוע הקווירי החדש New Renaissance Party מפלגת ההתחדשות החדשה New Republic הרפובליקה החדשה New START סטארט החדש New Skin for the Old Ceremony New Skin for the Old Ceremony New South Wales ניו סאות' ויילס New South Wales קטגוריה:ניו סאות' ויילס New South Wales Alexandria אלכסנדריה New South Wales Annandale אננדייל New South Wales Barangaroo ברנגרו New South Wales Bellevue Hill בלוויו היל New South Wales Bondi בונדיי New South Wales Bondi Junction בונדיי ג'נקשן New South Wales Botany בוטאני New South Wales Bronte ברונטי New South Wales Camperdown קמפרדאון New South Wales Centennial Park סנטניאל פארק New South Wales Chifley צ'יפלי New South Wales Chippendale צ'יפנדייל New South Wales Clovelly קלובלי New South Wales Coogee קוג'י New South Wales Darling Point דרלינג פוינט New South Wales Darlinghurst דרלינגהרסט New South Wales Darlington דרלינגטון New South Wales Dawes Point דאווס פוינט New South Wales Double Bay דאבל ביי New South Wales Dover Heights דובר הייטס New South Wales Eastgardens איסטגרדנס New South Wales Eastlakes איסטלייקס New South Wales Edgecliff אדג'קליף New South Wales Elizabeth Bay אליזבת' ביי New South Wales Erskineville ארסקינוויל New South Wales Eveleigh אווליי New South Wales Forest Lodge פורסט לודג' New South Wales Haymarket היימרקט New South Wales Hillsdale הילסדייל New South Wales Kensington קנזינגטון New South Wales Kingsford קינגספורד New South Wales La Perouse לה פרוז New South Wales Little Bay ליטל ביי New South Wales Malabar מלבר New South Wales Maroubra מארוברה New South Wales Mascot מסקוט New South Wales Matraville מטרוויל New South Wales Millers Point מילרס פוינט New South Wales Moore Park מור פארק New South Wales Newcastle ניוקאסל New South Wales Newtown ניוטאון New South Wales North Bondi נורת' בונדיי New South Wales Orange אורנג' New South Wales Paddington פדינגטון New South Wales Pagewood פייג'ווד New South Wales Phillip Bay פיליפ ביי New South Wales Point Piper פוינט פייפר New South Wales Port Botany פורט בוטאני New South Wales Potts Point פוטס פוינט New South Wales Pyrmont פירמונט New South Wales Queens Park קווינס פארק New South Wales Randwick רנדוויק New South Wales Redfern רדפרן New South Wales Rose Bay רוז ביי New South Wales Rosebery רוסברי New South Wales Rushcutters Bay ראשקטרס ביי New South Wales South Coogee סאות' קוג'י New South Wales Surry Hills סארי הילס New South Wales Tamarama טמרמה New South Wales Tamworth טאמוורת' New South Wales Tweed Heads טוויד הידס New South Wales Ultimo אולטימו New South Wales Vaucluse ווקלוז New South Wales Waterloo וטרלו New South Wales Watsons Bay ווטסונס ביי New South Wales Waverley וייברלי New South Wales Woollahra וולהרה New South Wales Zetland זטלנד New Spain מלכות המשנה של ספרד החדשה New Spitalfields Market שוק ספיטלפילדס החדש New Spring אביב חדש New Suez Canal תעלת סואץ החדשה New Super Mario Bros. U New Super Mario Bros U New Swabia שוואביה החדשה New Sweden שוודיה החדשה New Synagogue בית הכנסת החדש New Taipei City ניו טאיפיי New Territories הטריטוריות החדשות New Territories קטגוריה:הטריטוריות החדשות New Testament הברית החדשה New Testament קטגוריה:הברית החדשה New Testament apocrypha בשורות אפוקריפיות New Testament books קטגוריה:כתבי קודש נוצריים New Town Hall בית העירייה החדש של הנובר New Town Hall בית העירייה החדש של מינכן New Urbanism עירוניות מתחדשת New Valley Project פרויקט תושקה New Wafd Party מפלגת הוופד החדשה New Wave הגל החדש New Westminster ניו וסטמינסטר New World העולם החדש New World Island ניו וורלד New World Order סדר עולמי חדש New World monkey קופים רחבי-אף New World monkeys קטגוריה:קופים רחבי אף New World porcupine סמרנים New World quail שלווים אמריקניים New World vulture קונדוריים New World vultures תבנית:קונדוריים New World warbler סבכי העולם החדש New Year ראש השנה New Year תחילת שנה חדשה New Year celebrations קטגוריה:חגיגות השנה החדשה New Year tree עץ ראש השנה New Year's Eve סילבסטר New York New York New York ניו יורק New York קטגוריה:מדינת ניו יורק New York תבנית:ניו יורק New York 1931 chess tournament תחרות ניו יורק 1931 New York Albany אולבני New York Binghamton בינגהמטון New York Botanical Garden הגנים הבוטניים של ניו יורק New York Broome County מחוז ברום New York Buffalo באפלו New York Buildings and structures in Queens קטגוריה:קווינס: מבנים New York City ניו יורק New York City ספר:העיר ניו-יורק New York City פורטל:ניו יורק New York City קטגוריה:ניו יורק New York City Ballet ניו יורק סיטי בלט New York City Council קטגוריה:עיריית ניו יורק New York City FC ניו יורק סיטי New York City FC players קטגוריה:כדורגלני ניו יורק סיטי New York City Fire Department מחלקת הכבאות של העיר ניו יורק New York City Hall בניין העירייה של ניו יורק New York City Islands תבנית:איי ניו יורק New York City Marathon מרתון ניו יורק New York City Opera האופרה של ניו יורק New York City Police Department משטרת העיר ניו יורק New York City Police Department קטגוריה:משטרת העיר ניו יורק New York City Subway הרכבת התחתית של ניו יורק New York City Waterfalls מפלי העיר ניו יורק New York City blackout of 1977 הפסקת החשמל בניו יורק New York City draft riots מהומות הגיוס בניו יורק New York Cosmos ניו יורק קוסמוס New York Cosmos 77.png קובץ:NewYorkCosmos71Logo.gif New York Cosmos players קטגוריה:כדורגלני ניו יורק קוסמוס New York Daily News ניו יורק דיילי ניוז New York Dolls ניו יורק דולס New York Fashion Week שבוע האופנה בניו יורק New York Giants ניו יורק ג'איינטס New York Grand Island גרנד איילנד New York Herald ניו יורק הראלד New York High Island היי איילנד New York Hunter Island הנטרז New York Islanders ניו יורק איילנדרס New York Ithaca אית'קה New York Jerusalem ג'רוזלם New York Jets ניו יורק ג'טס New York Kiryas Joel קריית יואל New York Knicks ניו יורק ניקס New York Knicks head coaches קטגוריה:מאמני ניו יורק ניקס New York Knicks players קטגוריה:כדורסלני ניו יורק ניקס New York Lake Success לייק סקסס New York Liberty ניו יורק ליברטי New York Life Building בניין ניו יורק לייף New York Mets ניו יורק מטס New York Monroe מונרו New York Monroe County מחוז מונרו New York Monsey מונסי New York Mount Vernon מאונט ורנון New York Nassau County מחוז נסאו New York Neighborhoods in Queens קטגוריה:קווינס: שכונות New York New Rochelle ניו רושל New York New Square ניו סקוור New York New York ניו יורק ניו יורק New York Parks in Queens קטגוריה:קווינס: פארקים New York People from Buffalo קטגוריה:באפלו: אישים New York Philharmonic התזמורת הפילהרמונית של ניו יורק New York Post ניו יורק פוסט New York Pro Championship המקצוען של ניו יורק New York Public Library ספריית העיר ניו יורק New York Queens קטגוריה:קווינס New York Rangers ניו יורק ריינג'רס New York Rat Island רט New York Red Bulls ניו יורק רד בולס New York Red Bulls players קטגוריה:כדורגלני ניו יורק רד בולס New York Renaissance ניו יורק רנסאנס New York Riga ריגה New York Rochester רוצ'סטר New York Schenectady סקנקטדי New York School אסכולת ניו יורק New York Stock Exchange הבורסה לניירות ערך בניו יורק New York Stock Exchange תבנית:NYSE New York Symphony Orchestra התזמורת הסימפונית של ניו יורק New York Syracuse סירקיוז New York Times Building בניין ניו יורק טיימס New York Times Building פארק רו 41 New York Tribune Building בניין ניו יורק טריביון New York Twin Island טווין New York University אוניברסיטת ניו יורק New York University faculty קטגוריה:סגל אוניברסיטת ניו יורק New York Utica יוטיקה New York Westchester County מחוז וסטצ'סטר New York White Plains וייט פליינס New York World Building בניין ניו יורק העולמי New York Yankees ניו יורק יאנקיז New York Yonkers יונקרס New York counties קטגוריה:מדינת ניו יורק: מחוזות New York culture קטגוריה:מדינת ניו יורק: תרבות New York metropolitan area המטרופולין של ניו יורק New Zealand ניו זילנד New Zealand קטגוריה:ניו זילנד New Zealand Army צבא ניו זילנד New Zealand Canterbury קטגוריה:קנטרברי New Zealand Canterbury קנטרברי New Zealand Civil Air Ensign דגל האוויר האזרחי של ניו זילנד New Zealand Defence Force כוחות ההגנה של ניו זילנד New Zealand Gisborne גיזברן New Zealand Jerusalem ג'רוזלם New Zealand Labour Party מפלגת הלייבור של ניו זילנד New Zealand Labour Party קטגוריה:מפלגת הלייבור New Zealand Mount Albert מאונט אלברט New Zealand National Party המפלגה הלאומית של ניו זילנד New Zealand National Party קטגוריה:המפלגה הלאומית New Zealand Nelson נלסון New Zealand Ninety Mile Beach חוף תשעים המיילים New Zealand Order of Merit מסדר ההצטיינות של ניו זילנד New Zealand Order of Merit קטגוריה:מסדר ההצטיינות של ניו זילנד New Zealand Parliament הפרלמנט של ניו זילנד New Zealand Queenstown קווינסטאון New Zealand Riverton ריברטון New Zealand Security Intelligence Service שירות הביון והביטחון של ניו זילנד New Zealand Southland סאות'לנד New Zealand Southland קטגוריה:סאות'לנד New Zealand Subantarctic Islands האיים הסאב-אנטארקטיים של ניו זילנד New Zealand Wars מלחמות הקרקעות של ניו זילנד New Zealand West Coast החוף המערבי New Zealand actors קטגוריה:שחקני קולנוע וטלוויזיה ניו זילנדים New Zealand artists קטגוריה:אמנים ניו זילנדים New Zealand association footballers קטגוריה:כדורגלנים ניו זילנדים New Zealand at the Olympics ניו זילנד במשחקים האולימפיים New Zealand at the Paralympics ניו זילנד במשחקים הפאראלימפיים New Zealand basketball players קטגוריה:כדורסלנים ניו זילנדים New Zealand chess players קטגוריה:שחמטאים ניו זילנדים New Zealand cuisine קטגוריה:המטבח הניו זילנדי New Zealand culture קטגוריה:ניו זילנד: תרבות New Zealand dollar דולר ניו זילנדי New Zealand explorers קטגוריה:מגלי ארצות ניו זילנדים New Zealand falcon בז ניו זילנדי New Zealand feminists קטגוריה:פמיניסטים ניו זילנדים New Zealand film directors קטגוריה:במאי קולנוע ניו זילנדים New Zealand flags תבנית:דגלי ניו זילנד New Zealand in World War I קטגוריה:ניו זילנד במלחמת העולם הראשונה New Zealand in World War II קטגוריה:ניו זילנד במלחמת העולם השנייה New Zealand jurists קטגוריה:משפטנים ניו זילנדים New Zealand kaka קאקא New Zealand law קטגוריה:ניו זילנד: חוק ומשפט New Zealand literature קטגוריה:ספרות ניו זילנדית New Zealand men's national basketball team נבחרת ניו זילנד בכדורסל New Zealand military ranks דרגות כוחות ההגנה של ניו זילנד New Zealand national football team נבחרת ניו זילנד בכדורגל New Zealand national rugby union team נבחרת ניו זילנד ברוגבי New Zealand parrot תוכיי ניו זילנד New Zealand people קטגוריה:ניו זילנדים New Zealand pigeon קררו New Zealand politicians קטגוריה:פוליטיקאים ניו זילנדים New Zealand prime ministers תבנית:ראשי ממשלת ניו זילנד New Zealand quail שליו ניו זילנדי New Zealand scientists קטגוריה:מדענים ניו זילנדים New Zealand sea lion אריה ים ניו זילנדי New Zealand singers קטגוריה:זמרים ניו זילנדים New Zealand sportspeople קטגוריה:ספורטאים ניו זילנדים New Zealand squad 2010 FIFA World Cup תבנית:נבחרת ניו זילנד במונדיאל 2010 New Zealand templates קטגוריה:תבניות ניווט - ניו זילנד New Zealand women's national football team נבחרת ניו זילנד בכדורגל נשים New Zealand wren גדרוני ניו זילנד New Zealand writers קטגוריה:סופרים ניו זילנדים New antisemitism האנטישמיות החדשה New antisemitism קטגוריה:אנטישמיות מודרנית New in Town חדשה בעיר New jack swing ג'ק סווינג חדש New media ניו מדיה New media art אמנות מדיה חדשה New moon מולד הלבנה New pages patrol ויקיפדיה:מנטר New religious movements קטגוריה:דתות חדשות New trial משפט חוזר New wave music גל חדש New wave of British heavy metal הגל החדש של הרוק הכבד הבריטי New wave songs קטגוריה:שירי גל חדש New-age music מוזיקת העידן החדש New7Wonders Cities שבע הערים המופלאות של העולם New7Wonders of Nature שבעת פלאי עולם הטבע New7Wonders of the World שבעת פלאי תבל החדשים Newar language נפאל בהאסה Newark Bay מפרץ ניוארק Newark Liberty International Airport נמל התעופה הבינלאומי ניוארק ליברטי Newaya Krestos קיסר אתיופיה ניואיה קראסטוס Newaya Maryam קיסר אתיופיה ניואיה מריאם Newbery Medal מדליית ניוברי Newbery Medal winners קטגוריה:זוכי מדליית ניוברי Newbery Medal-winning works קטגוריה:ספרים זוכי מדליית ניוברי Newbie Noob Newburyjohn/sandbox גרירה וביתור תלייה Newcastle ניוקאסל Newcastle Brown Ale ניוקאסל Newcastle Jets FC players קטגוריה:כדורגלני ניוקאסל ג'טס Newcastle United F.C. ניוקאסל יונייטד Newcastle United F.C. managers קטגוריה:מאמני ניוקסל יונייטד Newcastle United F.C. players קטגוריה:כדורגלני ניוקאסל יונייטד Newcastle upon Tyne ניוקאסל Newcomb ניוקום Newcomb ball כדורשת Newcomb's paradox הפרדוקס של ניוקום Newcomen atmospheric engine מנוע הקיטור של ניוקומן Newell Banks ניוול בנקס Newell's Old Boys ניואל'ס אולד בויס Newell's Old Boys footballers קטגוריה:כדורגלני ניואל'ס אולד בויס Newell's Old Boys managers קטגוריה:מאמני ניואל'ס אולד בויס Newfoundland ניופאונדלנד Newfoundland and Labrador ניופאונדלנד ולברדור Newfoundland and Labrador קטגוריה:ניופאונדלנד ולברדור Newfoundland and Labrador Gander גנדר Newfoundland and Labrador Red Bay רד ביי Newfoundland and Labrador St. John's סנט ג'ונס Newman ניומן Newman סיינפלד - דמויות משנה#ניומן Newman family קטגוריה:משפחת ניומן Newman projection היטל ניומן Newmanry ניומנרי Newmooncover.jpg קובץ:Newmooncover.jpg Newnam/Star Trek rewrite מסע בין כוכבים Newport ניופורט Newry ניורי News ויקיפדיה:חדשות News חדשות News Corporation ניוז קורפ News agencies קטגוריה:סוכנויות ידיעות News agency סוכנות ידיעות News agency founders קטגוריה:מייסדי סוכנויות ידיעות News conference מסיבת עיתונאים News leaks קטגוריה:הדלפות מסמכים News of the World News of the World News of the World ניוז אוף דה וורלד News ticker פסנוע חדשות News websites קטגוריה:אתרי חדשות News1 חדשות מחלקה ראשונה Newsies נערי העיתונים Newsletter ניוזלטר Newsom ניוסום Newspaper עיתון Newspaper editors קטגוריה:עורכי עיתונים Newspaper of record עיתון מתעד Newspapers קטגוריה:עיתונים Newspapers by country קטגוריה:עיתונים לפי מדינה Newspapers by language קטגוריה:עיתונים לפי שפה Newspapers in Israel תבנית:עיתונים יומיים בישראל Newspapers published in France קטגוריה:עיתונים צרפתיים Newspapers published in Germany קטגוריה:עיתונים גרמניים Newspapers published in Israel קטגוריה:עיתונים ישראליים Newspapers published in Italy קטגוריה:עיתונים איטלקיים Newspapers published in Romania קטגוריה:עיתונים רומנים Newspapers published in Russia קטגוריה:עיתונים רוסיים Newspapers published in Spain קטגוריה:עיתונים ספרדיים Newspapers published in Sweden קטגוריה:עיתונים שוודיים Newspapers published in the Soviet Union קטגוריה:עיתונים סובייטים Newspapers published in the United Kingdom קטגוריה:עיתונים בריטיים Newspapers published in the United States קטגוריה:ארצות הברית: עיתונים Newspeak שיחדש Newsreel יומן קולנוע Newsstand דוכן העיתונים Newsweek ניוזוויק Newt טריטונים Newt Gingrich ניוט גינגריץ' Newton ניוטון Newton scale מעלות ניוטון Newton's cradle עריסתו של ניוטון Newton's law of cooling חוק הקירור של ניוטון Newton's laws of motion חוקי התנועה של ניוטון Newton's method שיטת ניוטון-רפסון Newtonian fluid זורם ניוטוני Newtonian motivations for general relativity תורת היחסות הכללית Newtown ניוטאון Newtown Creek ניוטאון קריק Nexon Nexon Next Next Next Generation הדור הבא Next Level Next Level Next Unit of Computing Intel NUC Next plc Next Next to Normal כמעט נורמלי Next-generation network NGN Nextwave נקסטווייב Nexus 10 Nexus 10 Nexus 4 Nexus 4 Nexus 5 Nexus 5 Nexus 5X Nexus 5X Nexus 6 Nexus 6 Nexus 7 (2012) Nexus 7 Nexus 7 (2013) Nexus 7 Nexus 9 Nexus 9 Ney נאי Neyman–Pearson lemma הלמה של ניימן-פירסון Neymar ניימאר Nezamiyeh הניזאמיה Nezara viridula תריסית ירוקה Nezha Bidouane נזיאה בידואן Nezikin סדר נזיקין Nezool מלך אקסום נאזול Ngerulmud נגרולמוד Nggela Islands איי נגלה Nginx Nginx Ngo Dinh Diem נו דין דיים Ngong Ping נגונג פינג Ngong Ping 360 נגונג פינג 360 Ngorongoro Conservation Area אזור השימור נגורונגורו Ngozi Okonjo-Iweala נגוזי אוקונג'ו-איוולה Nguyễn Phú Trọng נגויין פו טרונג Ngô Bảo Châu נגו באו צ'או Nhulunbuy נולונביי Ni'lin נעלין Nia Vardalos ניה ורדלוס Niacin ויטמין B3 Niagara ניאגרה Niagara Falls מפלי ניאגרה Niagara Purple Eagles men's basketball players קטגוריה:כדורסלני אוניברסיטת ניאגרה Niagara River ניאגרה Niagara-on-the-Lake ניאגרה און דה לייק Niall Ferguson ניל פרגוסון Niamey ניאמיי Niamh Kavanagh ניב קבאנה Niau ניאאו Niavaran Complex מתחם ארמונות ניאווראן Nibelungenlied שירת הניבלונגים Nibelungentreue ניבלונגנטרויה Nibiru ניבירו Nicanor ניקנור Nicanor Duarte ניקנור דוארטה פרוטוס Nicanor Zabaleta ניקנור זאבאלטה Nicaragua ניקרגואה Nicaragua קטגוריה:ניקרגואה Nicaragua Canal תעלת ניקרגואה Nicaragua León לאון Nicaragua Matagalpa מטגלפה Nicaragua United States ניקרגואה נגד ארצות הברית Nicaragua at the Olympics ניקרגואה במשחקים האולימפיים Nicaragua at the Paralympics ניקרגואה במשחקים הפאראלימפיים Nicaragua national football team נבחרת ניקרגואה בכדורגל Nicaraguan Sign Language שפת הסימנים של ניקרגואה Nicaraguan people קטגוריה:ניקרגואים Nicaraguan politicians קטגוריה:פוליטיקאים ניקרגואים Niccolò Antonio Colantonio ניקולו קולאנטוניו Niccolò Fontana Tartaglia ניקולו טרטליה Niccolò Jommelli ניקולו יומלי Niccolò Machiavelli ניקולו מקיאוולי Niccolò Paganini ניקולו פאגאניני Niccolò Piccinni ניקולו פיצ'יני Niccolò Zucchi ניקולו זוקי Nice ניס Nice קטגוריה:ניס Nice 'n' Easy Nice 'n' Easy Nice Côte d'Azur Airport נמל התעופה ניס קוט ד'אזור Nice Russian Orthodox Cathedral הקתדרלה הרוסית-אורתודקסית Niceto Alcalá-Zamora ניסטו אלקלה סאמורה Nichelle Nichols נישל ניקולס Nichita Stănescu ניקיטה סטנסקו Nichola Burley ניקולה ברלי Nicholas ניקולס Nicholas Alexander of Wallachia ניקולאיה אלכסנדרו Nicholas Bett ניקולאס בט Nicholas Carr ניקולאס קאר Nicholas Christakis ניקולאס כריסטאקיס Nicholas Colasanto ניקולאס קולאסנטו Nicholas Donin ניקולס דונין Nicholas Evans ניקולס אוונס Nicholas Farrell ניקולס פארל Nicholas Gage ניקולאס גייג' Nicholas Goldschmidt ניקולס גולדשמידט Nicholas Hawksmoor ניקולס הוקסמור Nicholas Hoult ניקולס הולט Nicholas I of Russia קיסר רוסיה ניקולאי הראשון Nicholas II of Russia קיסר רוסיה ניקולאי השני Nicholas Jones ניקולס ג'ונס Nicholas Kristof ניקולאס כריסטוף Nicholas Lyndhurst ניקולס לינדהרסט Nicholas Mavrocordatos ניקולאיה מברוקורדט Nicholas Mavrogenes ניקולאיה מברוגני Nicholas Mercator ניקולאוס מרקטור Nicholas Negroponte ניקולס נגרופונטה Nicholas Nickleby ניקולס ניקלבי Nicholas Repnin ניקולאי רפנין Nicholas Ridley ניקולס רידלי Nicholas Roerich ניקולאי רוריך Nicholas Sparks ניקולס ספארקס Nicholas Winton ניקולס וינטון Nicholas of Cusa ניקולאוס קוזאנוס Nicholas of Lyra ניקולאס מלירה Nicias ניקיאס Nick Adams ניק אדמס Nick Barmby ניק בארמבי Nick Carter ניק קרטר Nick Cave ניק קייב Nick Clegg ניק קלג Nick Collison ניק קוליסון Nick Drake ניק דרייק Nick Frost ניק פרוסט Nick Fury ניק פיורי Nick Griffin ניק גריפין Nick Hanauer ניק האנאוור Nick Hornby ניק הורנבי Nick Jonas ניק ג'ונאס Nick Katz ניקולס כץ Nick Lachey ניק לאשיי Nick Mason ניק מייסון Nick Nolte ניק נולטי Nick O'Malley ניק אומאלי Nick Park ניק פארק Nick Payne ניק פיין Nick Robinson ניק רובינסון Nick Simper ניק סימפר Nick Stahl ניק סטאל Nick Symmonds ניק סימונדס Nick Van Exel ניק ואן אקסל Nick Vujicic ניק וויצ'יץ' Nick Young ניק יאנג Nick Zano ניק זאנו Nickel ניקל Nickel minerals קטגוריה:מינרלי ניקל Nickel silver אלפקה Nickelback ניקלבק Nickeline ניקלין Nickelodeon ניקלודיאון Nickelodeon Kids' Choice Awards פרסי בחירת הילדים של ניקלודיאון Nickelodeon on CBS Nickelodeon on CBS Nickelodeon shows קטגוריה:ניקלודיאון: תוכניות וסדרות Nickel–metal hydride battery סוללת ניקל מתכת-הידריד Nicki Minaj ניקי מינאז' Nicki Minaj קטגוריה:ניקי מינאז' Nicki Minaj תבנית:ניקי מינאז' Nicki Minaj discography דיסקוגרפיה של ניקי מינאז' Nicklas Bendtner ניקלאס בנדטנר Nicklas Lidström ניקלאס לידסטרם Nickname שם חיבה Nicko McBrain ניקו מק'בריין Nickphjones/sandbox סגרגציה גאוגרפית Nicktoons ניקטונס Nicky Butt ניקי באט Nicky Hopkins ניקי הופקינס Nicky Morgan ניקי מורגן Nicky Romero ניקי רומרו Nico ניקו Nico Diederichs ניקולאס יוהאנס דידריקס Nico Elvedi ניקו אלבדי Nico Ladenis ניקו לדניס Nico Minoru ניקו מינורו Nico Rosberg ניקו רוזברג NicoV/WikiCleanerConfiguration User:NicoV/WikiCleanerConfiguration Nicobar pigeon יונת ניקובר Nicodemus ניקודמוס Nicodemus ben Gurion נקדימון בן-גוריון Nicola Amati ניקולו אמאטי Nicola Berti ניקולה ברטי Nicola Francesco Haym ניקולא היים Nicola Logroscino ניקולא לוגרושינו Nicola Pagett ניקולה פאג'ט Nicola Peltz ניקולה פלץ Nicola Pisano ניקולא פיזאנו Nicola Porpora ניקולא פורפורה Nicola Rizzoli ניקולה ריצולי Nicola Sturgeon ניקולה סטרג'ון Nicola Walker ניקולה ווקר Nicolaas Wilhelmus Posthumus ניקולאס פוסטהומוס Nicolae Blatt ניקולאיה בלאט Nicolae Bălcescu ניקולאיה בלצ'סקו Nicolae Cajal ניקולאיה קאז'אל Nicolae Ceaușescu ניקולאה צ'אושסקו Nicolae Coman משתמש:Nicolae Coman Nicolae Crețulescu ניקולאיה קרצולסקו Nicolae Golescu ניקולאיה גולסקו Nicolae Grigorescu ניקולאיה גריגורסקו Nicolae Guță ניקולאיה גוצה Nicolae Herlea ניקולאיה הרליה Nicolae Iorga ניקולאיה יורגה Nicolae Labiş ניקולאיה לאביש Nicolae Labiș ניקולאיה לאביש Nicolae Malaxa ניקולאה מאלאקסה Nicolae Manolescu ניקולאיה מנולסקו Nicolae Paulescu ניקולאה פאולסקו Nicolae Petrescu-Comnen ניקולאה פטרסקו-קומנן Nicolae Timofti ניקולאיה טימופטי Nicolae Titulescu ניקולאיה טיטולסקו Nicolae Vermont ניקולאיה ורמונט Nicolai Gedda ניקולאי גדה Nicolai Jasnogrodsky ניקולאי יסנוגרודסקי Nicolaievich/sandbox טנזור התמד#טבלה Nicolaism ניקולאיזם Nicolas Anelka ניקולא אנלקה Nicolas Appert ניקולא אפר Nicolas Batum ניקולא באטום Nicolas Berggruen ניקולאס ברגרואין Nicolas Boileau-Despréaux ניקולה בואלו Nicolas Bourbaki ניקולא בורבאקי Nicolas Cage ניקולס קייג' Nicolas Chamfort ניקולה שאמפור Nicolas Chauvin ניקולא שובן Nicolas Cotoner ניקולו קוטונר Nicolas Flamel ניקולא פלאמל Nicolas Fouquet ניקולא פוקה Nicolas Gombert ניקולאס גומברט Nicolas Grenon ניקולא גרנו Nicolas Grimal ניקולה גרימל Nicolas Jaar ניקולס ג'אר Nicolas Lombaerts ניקולאס לומבארטס Nicolas Léonard Sadi Carnot סאדי קרנו Nicolas Malebranche ניקולה מלבראנש Nicolas Michelin ניקולא מישלן Nicolas Nkoulou ניקולאס נקולו Nicolas Notovitch ניקולאי נוטוביץ' Nicolas Poussin ניקולא פוסן Nicolas Roeg ניקולס רוג Nicolas Rossolimo ניקולס רוסולימו Nicolas Sarkozy ניקולא סרקוזי Nicolas Steno ניקולאוס סטנו Nicolas Winding Refn ניקולס וינדינג רפן Nicolas-Charles Bochsa ניקולא-שארל בוקסה Nicolas-Louis de Lacaille ניקולא לואי דה לאקאי Nicolaus Copernicus ניקולאוס קופרניקוס Nicolaus of Damascus ניקולאוס איש דמשק Nicolay de Caveri ניקולאי דה קאוורי Nicole ניקול Nicole Gale Anderson ניקול אנדרסון Nicole Haislett ניקול הייזלט Nicole Kidman ניקול קידמן Nicole Krauss ניקול קראוס Nicole Linkletter ניקול לינקלטר Nicole Petignat ניקול פטינה Nicole Raidman ניקול ראידמן Nicole Richie ניקול ריצ'י Nicole Scherzinger ניקול שרזינגר Nicole Stott ניקול סטוט Nicole Sullivan ניקול סאליבן Nicole Vaidišová ניקול ואידיסובה Nicole de Boer ניקול דה בור Nicollette Sheridan ניקולט שרידן Nicolás Almagro ניקולס אלמגרו Nicolás Avellaneda ניקולאס אבז'אנדה Nicolás Burdisso ניקולס בורדיסו Nicolás Falczuk ניקולאס פלצ'וק Nicolás Gaitán ניקולאס גייטן Nicolás Gorobsov ניקולס גורובסוב Nicolás Guillén ניקולס גיין Nicolás Laprovíttola ניקולאס לפרוויטולה Nicolás Lodeiro ניקולאס לודיירו Nicolás Maduro ניקולאס מאדורו Nicolás Navarro ניקולאס נבארו Nicolás Otamendi ניקולאס אוטמנדי Nicolás Pareja ניקולס פארחה Nicolás Riera ניקולאס ריירה Nicolás Tauber ניקולאס טאובר Nicolás Vázquez ניקולס ואסקס Nicolò Contarini ניקולו קונטאריני Nicolò Donato ניקולו דונאטו Nicolò Marcello ניקולו מרצ'לו Nicolò Sagredo ניקולו סאגרדו Nicolò Tron ניקולו טרון Nicomachean Ethics האתיקה של אריסטו Nicomedes ניקומדס Nicomedes I of Bithynia ניקומדס הראשון Nicomedes III of Bithynia ניקומדס השלישי Nicomedes IV of Bithynia ניקומדס הרביעי Nicopolis ניקופוליס Nicos Anastasiades ניקוס אנסטסיאדיס Nicos Poulantzas ניקוס פולנצס Nicosia ניקוסיה Nicosia קטגוריה:ניקוסיה Nicosia International Airport נמל התעופה הבינלאומי בניקוסיה Nicosia Selimiye Mosque מסגד סלימייה Nicotiana glauca טבק השיח Nicotiana tabacum טבק Nicotinamide adenine dinucleotide NAD Nicotine ניקוטין Nicotinic acetylcholine receptor קולטן ניקוטיני Nicotinic agonists קטגוריה:אגוניסטים ניקוטינים Nicéphore Niépce ניספור נייפס Nidaa Tounes נידא תוניס Nidaros Cathedral קתדרלת נידארוס Niddah נידה Nidelva נידלבה Nidhe Israel Synagogue בית הכנסת נידחי ישראל Nidwalden נידוולדן Nidwalden קטגוריה:נידוולדן Niebuhr ניבור Niederhagen concentration camp נידרהאגן Niedersachsenstadion HDI ארנה Niels נילס Niels Arestrup נילס ארסטרופ Niels Bohr נילס בוהר Niels Bohr קטגוריה:נילס בוהר Niels Gade נילס גאדה Niels Henrik Abel נילס הנריק אבל Niels Ryberg Finsen נילס ריברג פינסן Nielsen נילסן Nielsen ratings מדד נילסן Nielsen–Schreier theorem משפט נילסן-שרייר Niemann–Pick disease נימן פיק Niesen ניזן Nieuw Nickerie ניאב ניקרי Nieuwe Kerk הכנסייה החדשה Nieuwegein ניווחיין Nieuwlande ניולנדה Nieuwmarkt ניומארקט Niflheim ניפלהיים Nigel Bagnall נייג'ל בגנול Nigel Davies נייג'ל דייוויס Nigel Farage נייג'ל פרג' Nigel Havers נייג'ל הייברס Nigel Hawthorne נייג'ל הות'ורן Nigel Kennedy נייג'ל קנדי Nigel Mansell נייג'ל מנסל Nigel Marven נייג'ל מארוון Nigel Terry נייג'ל טרי Nigel Winterburn נייג'ל וינטרברן Nigel de Jong נייג'ל דה יונג Nigella קצח Nigella Lawson נייג'לה לוסון Nigella sativa קצח תרבותי Niger ניגר Niger ניז'ר Niger קטגוריה:ניז'ר Niger River ניז'ר Niger at the Olympics ניז'ר במשחקים האולימפיים Niger at the Paralympics ניז'ר במשחקים הפאראלימפיים Niger national football team נבחרת ניז'ר בכדורגל Niger templates קטגוריה:תבניות ניווט - ניז'ר Nigeria ניגריה Nigeria קטגוריה:ניגריה Nigeria Premier League ליגת העל הניגרית Nigeria at the Olympics ניגריה במשחקים האולימפיים Nigeria at the Paralympics ניגריה במשחקים הפאראלימפיים Nigeria international footballers קטגוריה:כדורגלני נבחרת ניגריה Nigeria national basketball team נבחרת ניגריה בכדורסל Nigeria national football team נבחרת ניגריה בכדורגל Nigeria national football team managers קטגוריה:מאמני נבחרת ניגריה בכדורגל Nigeria national football team navigational boxes קטגוריה:סגלי נבחרת ניגריה בכדורגל Nigeria squad 1994 FIFA World Cup תבנית:נבחרת ניגריה במונדיאל 1994 Nigeria squad 1998 FIFA World Cup תבנית:נבחרת ניגריה במונדיאל 1998 Nigeria squad 2002 FIFA World Cup תבנית:נבחרת ניגריה במונדיאל 2002 Nigeria squad 2010 FIFA World Cup תבנית:נבחרת ניגריה במונדיאל 2010 Nigeria squad 2014 FIFA World Cup תבנית:נבחרת ניגריה במונדיאל 2014 Nigeria templates קטגוריה:תבניות ניווט - ניגריה Nigeria women's national football team נבחרת ניגריה בכדורגל נשים Nigerian Civil War מלחמת ביאפרה Nigerian athletes קטגוריה:אתלטים ניגרים Nigerian basketball players קטגוריה:כדורסלנים ניגרים Nigerian culture קטגוריה:ניגריה: תרבות Nigerian footballers קטגוריה:כדורגלנים ניגרים Nigerian law קטגוריה:ניגריה: חוק ומשפט Nigerian literature קטגוריה:ספרות ניגרית Nigerian military personnel קטגוריה:אנשי צבא ניגרים Nigerian music קטגוריה:מוזיקה ניגרית Nigerian musicians קטגוריה:מוזיקאים ניגרים Nigerian naira נאירה Nigerian people קטגוריה:ניגרים Nigerian people by occupation קטגוריה:ניגרים לפי מקצוע Nigerian politicians קטגוריה:פוליטיקאים ניגרים Nigerian scientists קטגוריה:מדענים ניגרים Nigerian sportspeople קטגוריה:ספורטאים ניגרים Nigerian women's footballers קטגוריה:כדורגלניות ניגריות Nigerian writers קטגוריה:סופרים ניגרים Nigerien footballers קטגוריה:כדורגלנים ניז'רים Nigerien politicians קטגוריה:פוליטיקאים ניז'רים Nigersaurus ניגרזאורוס Niger–Congo languages קטגוריה:שפות ניז'ר-קונגו Niggas in Paris Niggas in Paris Niggaz4Life Niggaz4Life Niggun of Four Stanzas ארבע בבות Night הלילה Night לילה Night Fall התרסקות לילית Night Watch משמר הלילה Night Witches מכשפות הלילה Night Wolves זאבי הלילה Night and Fog לילה וערפל Night at the Museum לילה מוטרף במוזיאון Night at the Museum: Battle of the Smithsonian לילה מוטרף במוזיאון 2 Night at the Museum: Secret of the Tomb לילה מוטרף במוזיאון 3: סוד הקבר Night bus lines in Israel קווי לילה Night lizard לטאות לילה Night market שוק לילה Night monkey דורוקולי Night of Champions לילה של אלופים Night of the Beatings ליל ההלקאות Night of the Bridges ליל הגשרים Night of the Ducks ליל הברווזים Night of the Gliders ליל הגלשונים Night of the Living Dead ליל המתים החיים Night of the Long Knives ליל הסכינים הארוכות Night of the Murdered Poets הרוגי המלכות בברית המועצות Night of the Pencils ליל העפרונות Night of the Pitchforks ליל הקילשונים Night of the Trains ליל הרכבות Night on Bald Mountain לילה על הר קירח Night on Earth מונית לילה Night terror ביעותי לילה Night vision ראיית לילה Night vision device אמצעי ראיית לילה Night-watchman state מדינת שומר הלילה Nightcap מצנפת שינה Nightclubs קטגוריה:מועדוני לילה Nightcrawler חיית הלילה Nightcrawler נייטקרולר Nightfall שקיעה Nightfall and Other Stories שקיעה Nightgown כתונת לילה Nighthawks ציפורי הלילה Nightingale Nightingale Nightjar תחמסיים Nightlight מנורת לילה Nightmare Nightmare Nightmare סיוט Nights of Cabiria לילות כביריה Nightshirt כתונת לילה Nightwing נייטווינג Nightwings כנפי לילה Nightwish נייטוויש Nigun ניגונים חסידיים Nihat Erim ניהט ארים Nihilism ניהיליזם Nihiltres/Userboxes/Friendly תבנית:משתמש רוצה להתיידד Nihon Shoki ניהון שוקי Nihonjinron ניהונג'ינרון Nii-jima ניי-ג'ימה Niigata Niigata ניאיגטה Niigata Prefecture ניאיגטה Niihau ניאיהאו Nijmegen ניימכן Nijmegen קטגוריה:ניימכן Nik Caner-Medley ניק קיינר-מדלי Nik Kershaw ניק קרשו Nika ניקה Nika Award ניקה Nika Gilauri ניקה גילאורי Nika Kacharava ניקה קצ'ארבה Nika riots מרידת ניקה Nike ניקה Nike Kornecki ניקה קורניצקי Nike Mag נייקי מאג Nikephoros I of Constantinople פטריארך קונסטנטינופול ניקופורוס הראשון Nikephoros III Botaneiates קיסר האימפריה הביזנטית ניקפורוס השלישי בוטניאטסוס Niketas Choniates ניקטאס כוניאטס Niki ניקי Niki - Candice.jpg קובץ:800px-Niki - Candice.jpg Niki Lauda ניקי לאודה Niki Palli ניקי פאלי Niki Reiser ניקי רייזר Niki de Saint Phalle ניקי דה סן פאל Nikica Jelavić ניקיצה יילאביץ' Nikita ניקיטה Nikita Belykh ניקיטה בליך Nikita Ivanovich Panin ניקיטה פנין Nikita Khrushchev ניקיטה חרושצ'וב Nikita Khrushchev קטגוריה:ניקיטה חרושצ'וב Nikita Magaloff ניקיטה מגלוב Nikita Mikhalkov ניקיטה מיכאלקוב Nikita Morgunov ניקיטה מורגונוב Nikita Rukavytsya ניקיטה רוקביציה Nikita Simonyan ניקיטה סימוניאן Nikkei 225 קטגוריה:חברות במדד ניקיי 225 Nikki Amuka-Bird ניקי אמוקה-בירד Nikki Blonsky ניקי בלונסקי Nikki Haley ניקי היילי Nikki Reed ניקי ריד Nikki Sixx ניקי סיקס Nikki Yanofsky ניקי ינופסקי Niklas Moisander ניקלאס מויסאנדר Niklaus Wirth ניקלאוס וירת Nikmat HaTraktor נקמת הטרקטור Niko Kovač ניקו קובאץ' Niko Kranjčar ניקו קראנצ'ר Niko Pirosmani ניקו פירוסמני Nikola Drinčić ניקולה דרינצ'יץ' Nikola Grubješić ניקולה גרובייביץ' Nikola Gruevski ניקולה גרואבסקי Nikola I Petrović-Njegoš ניקולא הראשון Nikola Janković ניקולה יאנקוביץ' Nikola Jokić ניקולה יוקיץ' Nikola Milutinov ניקולה מילוטינוב Nikola Mirotić ניקולה מירוטיץ' Nikola Mitrović ניקולה מיטרוביץ' Nikola Mushanov ניקולה מושאנוב Nikola Peković ניקולה פקוביץ' Nikola Petkov ניקולה פטקוב Nikola Pokrivač ניקולה פוקריבאץ' Nikola Radičević ניקולה רדיצ'ביץ' Nikola Tesla ניקולה טסלה Nikola Vujčić ניקולה וויצ'יץ' Nikola Vučević ניקולה ווצ'ביץ' Nikola Zhekov ניקולה ז'קוב Nikola Špirić ניקולא שפיריץ' Nikola Žigić ניקולה ז'יגיץ' Nikolaas Tinbergen ניקולאס טינברגן Nikolai Andrianov ניקולאי אנדריאנוב Nikolai Artsybushev ניקולאי ארציבושב Nikolai Berdyaev ניקולאי ברדיאייב Nikolai Bukharin ניקולאי בוכארין Nikolai Bulganin ניקולאי בולגנין Nikolai Erdman ניקולאי ארדמן Nikolai Gogol ניקולאי גוגול Nikolai Golushko ניקולאי גולושקו Nikolai Grigoriev ניקולאי גריגורייב Nikolai Ivanovich Kuznetsov ניקולאי איבנוביץ' קוזנצוב Nikolai Klyuev ניקולאי קליוייב Nikolai Krylenko ניקולאי קרילנקו Nikolai Kryuchkov ניקולאי קריוצ'קוב Nikolai Leskov ניקולאי לסקוב Nikolai Levichev ניקולאי לביצ'ב Nikolai Lobachevsky ניקולאי לובצ'בסקי Nikolai Malko ניקולאי מאלקו Nikolai Medtner ניקולאי מטנר Nikolai Menshutkin ניקולאי מנשוטקין Nikolai Nebogatov ניקולאי נבוגטוב Nikolai Ostrovsky ניקולאי אוסטרובסקי Nikolai Ozerov ניקולאי אוזרוב Nikolai Patrushev ניקולאי פטרושב Nikolai Podgorny ניקולאי פודגורני Nikolai Rezanov ניקולאי רזאנוב Nikolai Rimsky-Korsakov ניקולאי רימסקי-קורסקוב Nikolai Riumin ניקולאי ריומין Nikolai Rubinstein ניקולאי רובינשטיין Nikolai Ryzhkov ניקולאי ריז'קוב Nikolai Saltykov ניקולאי סלטיקוב Nikolai Shchelokov ניקולאי שצ'ולוקוב Nikolai Sokoloff ניקולאי סוקולוב Nikolai Spathari ניקולאה מילסקו Nikolai Tikhonov ניקולאי טיחונוב Nikolai Vasilevich Novikov מברק נוביקוב Nikolai Vatutin ניקולאי ואטוטין Nikolai Vavilov ניקולאי ואווילוב Nikolai Yanushkevich ניקולאי ינושקביץ' Nikolai Yaroshenko ניקולאי יארושנקו Nikolai Yezhov ניקולאי יז'וב Nikolai Yudenich ניקולאי יודניץ' Nikolaj Coster-Waldau ניקולאי קוסטר-ולדאו Nikolaj Heinrich ניקולאי היינריך Nikolas Rose ניקולס רוז Nikolaus Harnoncourt ניקולאוס הרנונקור Nikolaus Kraft ניקולאוס קראפט Nikolaus Lenau ניקולאוס לנאו Nikolaus Otto ניקולאוס אוטו Nikolaus von Falkenhorst ניקולאוס פון פאלקנהורסט Nikolaus von Vormann ניקולאוס פון פורמן Nikolay Bogolyubov ניקולאי בוגוליובוב Nikolay Burdenko ניקולאי בורדנקו Nikolay Cherkasov ניקולאי צ'רקסוב Nikolay Chernyshevsky ניקולאי צ'רנישבסקי Nikolay Davydenko ניקולאי דווידנקו Nikolay Dobrolyubov ניקולאי דוברוליובוב Nikolay Dollezhal ניקולאי דולז'אל Nikolay Dukhov ניקולאי דוחוב Nikolay Gumilyov ניקולאי גומיליוב Nikolay Karamzin ניקולאי קרמזין Nikolay Kasatkin ניקולאי קאסאטקין Nikolay Kiselyov ניקולאי קיסליוב Nikolay Kovalyov ניקולאי קובאלב Nikolay Kuznetsov ניקולאי גרסימוביץ' קוזנצוב Nikolay Kuznetsov ניקולאי קוזנצוב Nikolay Mihaylov ניקולאי מיכאילוב Nikolay Mladenov ניקולאי מלאדנוב Nikolay Nekrasov ניקולאי אלכסייביץ' נקראסוב Nikolay Novikov ניקולאי נוביקוב Nikolay Novosiltsev ניקולאי נובוסילצב Nikolay Pavlovich Ignatyev ניקולאי איגנאטייב Nikolay Pilyugin ניקולאי פיליוגין Nikolay Pirogov ניקולאי פירוגוב Nikolay Przhevalsky ניקולאי פרז'בלסקי Nikolay Rumyantsev ניקולאי רומיאנצב Nikolay Semyonov ניקולאי סמיונוב Nikolay Shvernik ניקולאי שברניק Nikolay Yegorovich Zhukovsky ניקולאי ז'וקובסקי Nikolay Zimyatov ניקולאי זימיאטוב Nikolayevsk incident תקרית ניקולאייבסק Nikoli ניקולי Nikoloz Baratashvili ניקולוז ברתשווילי Nikoloz Tskitishvili ניקולוז צכיטישווילי Nikon ניקון Nikopol ניקופול Nikos Galis ניקוס גאליס Nikos Galis Olympic Indoor Hall ההיכל האולימפי Nikos Karelis ניקולאוס קארליס Nikos Kazantzakis ניקוס קאזאנצאקיס Nikos Vertis ניקוס ורטיס Nikos Zisis ניקוס זיזיס Niksowizna ניקסוויזנה Nikujaga ניקוג'גה Nikumaroro ניקומרורו Nikunau ניקונאו Nikšić ניקשיץ' Nil ideal אידאל נילי Nilakantha Somayaji נילקנטה סומיאג'י Niland brothers האחים נילנד Nile נייל Nile נילוס Nile קטגוריה:נילוס Nile Delta הדלתא של הנילוס Nile crocodile תנין היאור Nile lechwe קובוס הנילוס Nile monitor כוח הנילוס Nile perch נסיכת הנילוס Niles Eldredge ניילס אלדריג' Nilesat ניילסאט Nilgai נילגאי Nilgiri Mountain Railway מסילת נילג'ירי ההררית Nilgiri marten דלק נילגירי Nilgiri tahr טאר נילג'ירי Nili ניל"י Nili Abramski נילי אברמסקי Nili Natkho נילי נאתכו Nili Tal נילי טל Nilit נילית Nilmar נילמר Nilo Peçanha נילו פסניה Nilometer נילומטר Nilotic peoples נילוטים Nilotic peoples קטגוריה:עמים נילוטיים Nilpotent איבר נילפוטנטי Nilpotent Lie algebra אלגברת לי נילפוטנטית Nilpotent group חבורה נילפוטנטית Nilpotent matrix מטריצה נילפוטנטית Nils Bohlin נילס בוהלין Nils Gustaf Nordenskiöld נילס גוסטף נורדנשלד Nils Liedholm נילס לידהולם Nils Petersen נילס פטרסן Nilsson נילסון Nilus נילוס Nilus the Sandman נילוס איש החלומות Nim נים Nimbostratus cloud נימבוסטרטוס Nimbus cloud ענן נימבוס Nimitz נימיץ Nimitz Class פיגוע ימי Nimitz-class aircraft carrier נושאות המטוסים מסדרת נימיץ Nimr al-Nimr נימר א-נימר Nimrod Nimrod. Nimrod נמרוד Nimrod Expedition משלחת נמרוד Nimrod Fortress מבצר נמרוד Nimrod Mashiah נמרוד משיח Nimrod Shapira Bar-Or נמרוד שפירא בר אור Nimrod Tishman נמרוד טישמן Nimrod Zviran נמרוד צבירן Nimrud כלח Nimród Antal נמרוד אנטל Nin נין Nina Agdal נינה אגדל Nina Ananiashvili נינו אנניאשווילי Nina Arsenault נינה ארסינו Nina Brosh נינה ברוש Nina Cassian נינה קסיאן Nina Dobrev נינה דוברב Nina Foch נינה פוש Nina Gavrylyuk נינה גבריליוק Nina Paley נינה פיילי Nina Pekerman נינה פקרמן Nina Persson נינה פרסון Nina Ponomaryova נינה רומשקובה Nina Ricci נינה ריצ'י Nina Simone נינה סימון Nina's House הבית של נינה Nina's Tragedies האסונות של נינה Nine Nine Nine Days ניין דייז Nine Days in One Year תשעה ימים של שנה אחת Nine Inch Nails Nine Inch Nails Nine Men's Morris טחנה Nine Months תשעה חודשים Nine Princes in Amber תשעה נסיכים לאמבר Nine Queens תשע מלכות Nine Saints תשעת הקדושים Nine Tomorrows מחר כפול תשע Nine Worthies תשעת המכובדים Nine Years' War מלחמת תשע השנים Nine Years' War קטגוריה:מלחמת תשע השנים Nine-banded armadillo ארמדיל טאטו Nine-point circle מעגל תשע הנקודות Ninet Tayeb נינט טייב Nineteen Day Fast צום תשעה עשר הימים Nineteen Eighty-Four 1984 Nineteenth Amendment to the United States Constitution התיקון ה-19 לחוקת ארצות הברית Nineteenth government of Israel ממשלת ישראל התשע עשרה Ninette de Valois נינט דה ולואה Ninety Mile Beach חוף תשעים המיילים Ninety-five Theses 95 התזות Nineveh נינוה Nineveh Governorate נינוה Ning Zetao נינג דזטאו Ningaloo Coast שונית נינגלו Ningxia נינגשיה Nini ניני Ninian Stephen ניניאן סטיבן Ninja נינג'ה Ninja Scroll ג'וביי - סיפורי נינג'ת הרוח Ninja Turtles: The Next Mutation צבי הנינג'ה - הדור הבא Ninjatō נינג'אטו Ninjutsu נין ג'וטסו Ninlil נינליל Ninnis Glacier קרחון ניניס Ninnzighida Acrid Semblance Nino Abesadze נינו אבסדזה Nino Burjanadze נינו בורג'נדזה Nino Ferrer נינו פרר Nino Khurtsidze נינו חורצידזה Nino Rota נינו רוטה Nino Schurter נינו שורטר Ninon de l'Enclos נינון דה לנקלו Ninotchka נינוצ'קה Ninotsminda Municipality נפת נינוצמינדה Ninstints נינסטינטס Nintendo נינטנדו Nintendo קטגוריה:נינטנדו Nintendo 3DS Nintendo 3DS Nintendo 3DS games קטגוריה:משחקי Nintendo 3DS Nintendo 64 נינטנדו 64 Nintendo 64 games קטגוריה:משחקי Nintendo 64 Nintendo DS Nintendo DS Nintendo DS games קטגוריה:משחקי Nintendo DS Nintendo Entertainment System Nintendo Entertainment System Nintendo Entertainment System games קטגוריה:משחקי NES Nintendo GameCube games קטגוריה:משחקי גיימקיוב Nintendo Land Nintendo Land Nintendo hardware תבנית:נינטנדו Ninth Amendment to the United States Constitution התיקון התשיעי לחוקת ארצות הברית Ninth Avenue השדרה התשיעית Ninth Battle of the Isonzo הקרב התשיעי על האיזונצו Ninth Crusade מסע הצלב התשיעי Ninth Fort הפורט התשיעי Ninth United States Army הארמייה התשיעית של ארצות הברית Ninth government of Israel ממשלת ישראל התשיעית Ninurta נינורתה Niní ניני Niobe ניובה Niobium ניאוביום Niokolo-Koba National Park הפארק הלאומי ניוקולו-קובה Niort ניור Nios II Nios II Nip/Tuck ניפ/טאק Nipissing sills ניפיסינג סילס Nipkow disk גלגל ניפקו Nipper His Master's Voice Nipple פטמה Nippon Animation ניפון אולפני אנימציה Nippur ניפור Niqmi-Epuh ניקמי-אפוח Niqqud ויקיפדיה:ניקוד Niqqud ניקוד Niqqud קטגוריה:ניקוד Niqāb ניקאב Nir Akiva ניר עקיבא Nir Alon ניר אלון Nir Am ניר עם Nir Banim ניר בנים Nir Baram ניר ברעם Nir Barkat ניר ברקת Nir Bitton ניר ביטון Nir David ניר דוד Nir Davidovich ניר דוידוביץ' Nir Eliyahu ניר אליהו Nir Etzion ניר עציון Nir Galim ניר גלים Nir Hen ניר ח"ן Nir Hod ניר הוד Nir Klinger ניר קלינגר Nir Levine ניר לוין Nir Moshe ניר משה Nir Nachum ניר נחום Nir Oz ניר עוז Nir Poraz ניר פורז Nir Shavit ניר שביט Nir Shaviv ניר שביב Nir Sivilia ניר סביליה Nir Tzvi ניר צבי Nir Yafeh ניר יפה Nir Yisrael ניר ישראל Nir Yitzhak ניר יצחק Nir Zidkyahu ניר צדקיהו Niran נערן Nirim נירים Nirit נירית Nirvana נירוואנה Nirvana נירוונה Nirvana קטגוריה:נירוונה Nirvana קטגוריה:שירי נירוונה NirvanaSmellsLikeTeenSpirit.ogg תמונה:NirvanaSmellsLikeTeenSpirit.ogg Nis613 פלנקטון Nisa Aşgabat ניסה אשגאבט Nisan ניסן Nisan קטגוריה:ניסן Nisan Katz ניסן כץ Nisanit ניסנית Nishikawa Sukenobu נישיקאווה סוקנובו Nishizō Tsukahara נישיזו צוקהארה Nishmat מדרשת נשמת Nishmat נשמת כל חי Nishri נשרי Nisim Aloni נסים אלוני Nisim Elmaliah ניסים אלמליח Nisreen Faour נסרין פאעור Nisroch נסרוך Nissan ניסאן מוטורס Nissan ניסן Nissan קטגוריה:ניסאן Nissan Beck ניסן ב"ק Nissan GT-R ניסאן GT-R Nissan Mindel ניסן מינדל Nissan Nativ ניסן נתיב Nissan Neminov ניסן נמנוב Nissan Perez ניסן פרז Nissan Rilov ניסן רילוב Nissan Slomiansky ניסן סלומינסקי Nissan Sunny ניסאן סאני Nissen hut צריף ניסן Nissim ניסים בלאק Nissim נסים Nissim Amon ניסים אמון Nissim Behar נסים בכר Nissim Cohen ניסים כהן Nissim Dahan נסים דהן Nissim Eliad נסים אליעד Nissim Ezekiel נסים איזיקיאל Nissim Karelitz נסים קרליץ Nissim Mossek ניסים מוסק Nissim Ze'ev נסים זאב Nissim Zvili נסים זווילי Nissim ben Jacob רב ניסים גאון Nissim of Gerona ר"ן Nissl body גופי ניסל Nisso Kapiloto ניסו קפילוטו Nisson Alpert ניסן אלפרט Nisyros ניסירוס NitPicker769/sandbox קרינת אלפא Nita Lowey ניטה לאווי Nite-Sirk/Pop punk פופ פאנק Niterói ניטרוי Niterói Contemporary Art Museum מוזיאון ניטרוי לאמנות עכשווית Nitocris ניטוקריס Nitpicking נוקדנות Nitra ניטרה Nitraria ימלוח Nitrate חנקה Nitration ניטרציה Nitric acid חומצה חנקתית Nitric oxide חנקן חמצני Nitrification ניטריפיקציה Nitrite ניטריט Nitrobullet/sandbox טירה Nitrocellulose ניטרוצלולוזה Nitrofurantoin ניטרופוראנטואין Nitrogen חנקן Nitrogen cycle מחזור החנקן Nitrogen dioxide חנקן דו-חמצני Nitrogen heterocycles קטגוריה:חנקן הטרוציקלי Nitrogen oxide תחמוצות חנקן Nitroglycerin ניטרוגליצרין Nitrome נייטרום Nitrous acid חומצה חנקיתית Nitrous oxide חמצן דו-חנקני Nitrox נייטרוקס Nitsana Darshan-Leitner ניצנה דרשן-לייטנר Nittai of Arbela נתאי הארבלי Nittel Nacht ניטל Nitza Ben-Dov ניצה בן-דב Nitza Metzger Szmuk ניצה מצגר-סמוק Nitza Saul ניצה שאול Nitzan ניצן Nitzan Alon ניצן אלון Nitzan Bet ניצן ב' Nitzan Chen ניצן חן Nitzan Damari ניצן דמארי Nitzan Horowitz ניצן הורוביץ Nitzan Kaikov ניצן קייקוב Nitzan Shirazi ניצן שירזי Nitzana ניצנה Nitzana תל ניצנה Nitzana Border Crossing מעבר ניצנה Nitzanei Oz ניצני עוז Nitzanei Sinai ניצני סיני Nitzani ניצני Nitzanim ניצנים Nitzavim פרשת ניצבים Nitzhonot ניצחונות Niuafoʻou ניואפואו Niue ניואה Niue קטגוריה:ניואה Niue International Airport נמל התעופה הבינלאומי ניואה Niv Horesh ניב חורש Niv Libner ניב ליבנר Niv Zrihan ניב זריהן Nivaldo Alves Freitas Santos ניבאלדו אלבס פרייטס סנטוס Nivaldo Batista Santana ניבאלדו Nivelle Offensive מתקפת ניוול Nivkh language ניבחית Nix ניקס Nix Hedden פסק דין ניקס נגד הידן Nixon administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ריצ'רד ניקסון Niya ניי Niyazov ניאזוב Nizam ניזאם Nizam al-Mulk ניזאם אל-מולכ Nizami Ganjavi חכים ג'מאל א-דין נזאמי Nizamiworld קאדריה Nizar Qabbani ניזאר קבאני Nizar Rayan ניזאר ריאן Nizhny Novgorod ניז'ני נובגורוד Nizhny Novgorod קטגוריה:ניז'ני נובגורוד Nizhny Novgorod Oblast ניז'ני נובגורוד Nizhnyaya Tunguska River טונגוסקה תחתונה Nizhyn ניז'ין Nizkor Project פרויקט נזכור Nizwa ניזווא Niënor Níniel ניינור ניניאל Niš ניש Njörðr ניורד Nkosana820308 מילטון אובוטה Nkosazana Dlamini-Zuma נקוסזנה דלמיני-זומה Nkulunkulu Mnikati wetibusiso temaSwati המנון סווזילנד Nld תבנית:אין רישיון Nmap Nmap No No No לא No תבנית:לא No Angel No Angel No Country for Old Men ארץ קשוחה No Doubt נו דאוט No Doubt קטגוריה:נו דאוט No Exit בדלתיים סגורות No Limit Top Dogg No Limit Top Dogg No Logo בלי לוגו No Man's Sky No Man's Sky No More Love No More Love No One No One No One Cares No One Cares No Ordinary Family הבלתי רגילים No Pants Day יום ללא מכנסיים No Prayer for the Dying No Prayer for the Dying No Second Chance ההזדמנות האחרונה No Strings Attached קשר לא מחייב No Surrender No Retreat איש קטלני No Time For Goodbye בלי לומר שלום No case to answer אין להשיב לאשמה No globals יחידה:No globals No legal threats ויקיפדיה:טיפול באיומים משפטיים No man's land שטח הפקר No redirect תבנית:ללא הפניה No taxation without representation אין מיסוי ללא ייצוג No true Scotsman שום סקוטי אמיתי No'am נועם No,David!.jpg קובץ:No,David!.jpg No-cloning theorem משפט האי-שכפול No-fly zone אזור אסור לטיסה No-hair theorem משפט האין-שיער No. 11 הקומנדו הסקוטי מספר 11 No. 2 Nude Descending a Staircase עירום יורד במדרגות No. 341 Squadron RAF טייסת 341 No. 51 Commando יחידת הקומנדו 51 No. 617 Squadron RAF טייסת 617 NoCal100/Sandbox פטרה NoSQL NoSQL NoSQL קטגוריה:NoSQL Noa נעה Noa Palatchy נועה פלצ'י Noa Tishby נועה תשבי Noa at 17 נועה בת 17 Noaa משתמש:נעה Noach פרשת נח Noach Pryłucki נח פרילוצקי Noad Lahat נועד להט Noah המבול Noah נואה Noah נח Noah קטגוריה:נח Noah Brosch נח ברוש Noah Emmerich נוח אמריך Noah Hathaway נואה האת'ווי Noah Mozes נח מוזס Noah Webster נוח ובסטר Noah Weinberg נח וינברג Noah's Arc תיבת נח Noah's Ark תיבת נח Noahidism חסיד אומות העולם Noam נועם Noam Ben-Zeev נעם בן זאב Noam Chomsky נועם חומסקי Noam Elkies נועם אלקיס Noam Federman נועם פדרמן Noam Galai נועם גלאי Noam Gershony נועם גרשוני Noam Jacobson נעם יעקובסון Noam Kaniel נועם קניאל Noam Lanir נעם לניר Noam Meiri נעם מאירי Noam Mills נעם מילס Noam Nisan נעם ניסן Noam Okun נעם אוקון Noam Sheriff נועם שריף Noam Zur נועם צור Noaya.v משתמש:Noaya.v Nobby Stiles נובי סטיילס Nobel נובל Nobel Memorial Prize in Economic Sciences פרס נובל לכלכלה Nobel Peace Prize פרס נובל לשלום Nobel Peace Prize laureates קטגוריה:זוכי פרס נובל לשלום Nobel Peace Prize laureates תבנית:פרס נובל לשלום Nobel Prize פרס נובל Nobel Prize קטגוריה:פרס נובל Nobel Prize in Chemistry פרס נובל לכימיה Nobel Prize in Chemistry תבנית:פרס נובל לכימיה Nobel Prize in Literature פרס נובל לספרות Nobel Prize in Literature תבנית:פרס נובל לספרות Nobel Prize in Physics פרס נובל לפיזיקה Nobel Prize in Physics תבנית:פרס נובל לפיזיקה Nobel Prize in Physiology or Medicine פרס נובל לפיזיולוגיה או לרפואה Nobel Prize in Physiology or Medicine תבנית:פרס נובל לפיזיולוגיה או לרפואה Nobel Prize templates קטגוריה:תבניות ניווט - פרס נובל Nobel Prizes תבנית:פרס נובל Nobel laureates קטגוריה:זוכי פרס נובל Nobel laureates by nationality קטגוריה:זוכי פרס נובל לפי מדינה Nobel laureates from Northern Ireland קטגוריה:זוכי פרס נובל בריטים Nobel laureates in Chemistry קטגוריה:זוכי פרס נובל לכימיה Nobel laureates in Economics קטגוריה:זוכי פרס נובל לכלכלה Nobel laureates in Literature קטגוריה:זוכי פרס נובל לספרות Nobel laureates in Physics קטגוריה:זוכי פרס נובל לפיזיקה Nobel laureates in Physiology or Medicine קטגוריה:זוכי פרס נובל לפיזיולוגיה או לרפואה Nobel laureates in economics תבנית:פרס נובל לכלכלה Nobelium נובליום Nobility אצולה Nobility קטגוריה:אצולה Nobility by nationality קטגוריה:אצולה לפי לאום Nobility of Georgia קטגוריה:גאורגיה: אצולה Nobility of the First French Empire אצולת הקיסרות הצרפתית הראשונה Nobility of the United Kingdom קטגוריה:אצולה בריטית Noble נובל Noble Eightfold Path הדרך המתומנת האצילה Noble Energy נובל אנרג'י Noble House בית האצילים Noble families קטגוריה:בתי אצולה Noble families of the United Kingdom קטגוריה:בתי אצולה בריטיים Noble gas גז אציל Noble gases קטגוריה:גזים אצילים Noble metal מתכת אצילה Noble rot ריקבון אציל Noble savage הפרא האציל Noble titles קטגוריה:תוארי אצולה Noblesse נובלס Nobody Here But— פרט... אין איש פה Nobody Nowhere אף אחד בשום מקום Nobody Wants to Be Lonely Nobody Wants to Be Lonely Nobody's Home Nobody's Home Noboru Takeshita נובורו טקשיטה Noboru Terada נובורו טראדה Nobu Matsuhisa נובו מטסוהיסה Nobuko Yoshiya נובוקו יושיה Nobusuke Kishi נובוסוקה קישי Nobutaka Taguchi נובוטאקה טאגוצ'י Nobutake Kondō נובוטאקה קונדו Nobuyuki Abe נובויוקי אבה Nochi Dankner נוחי דנקנר Nochum Partzovitz נחום פרצוביץ Nochum Shtif נחום שטיף Nociceptor קולטן אזעקה Noctuidae קטגוריה:תנשמיתיים Noctuidae תנשמיתיים Nocturia הטלת שתן לילית Nocturnal emission קרי לילה Nocturnal enuresis הרטבת לילה Nocturnality פעילי לילה Nocturne נוקטורן Nocturnes חגיגות Noddy נדי Node צומת Node ue/Irredentism מולדובה Node.js Node.js Nodens נודנס Nodule נודולה Nodule קשריר Noe Ramishvili נואה רמישווילי Noe Zhordania נואה ז'ורדניה Noel נואל Noel Clarke נואל קלארק Noel Felix נואל פליקס Noel Gallagher נואל גלאגר Noel Kempff Mercado National Park הפארק הלאומי נואל קמפף מרקאדו Noel Streatfeild נואל סטריטפילד Noel Valladares נואל ואיאדארס Noether normalization lemma משפט הנורמליזציה של נתר Noether's theorem משפט נתר Noetherian module מודול נתרי Noetherian ring חוג נתרי Nof Ayalon נוף איילון Nof Zion נוף ציון Nofei Nehemia מאחזים#.D7.A0.D7.95.D7.A4.D7.99 .D7.A0.D7.97.D7.9E.D7.99.D7.94 Nofei Prat נופי פרת Nofekh נופך Nofey Golan High School בית ספר תיכון נופי גולן Nofim נופים Nofit נופית Nog נוג Noga נוגה Noga Alon נוגה אלון Nogales נוגלס Nogent-sur-Marne נוז'אן-סור-מארן Noguchi Museum מוזיאון נוגוצ'י Noh נו Noh-Varr ילד מארוול Noindexed pages קטגוריה:דפים המוסתרים ממנועי חיפוש Noise קטגוריה:רעש Noise רעש Noise figure ספרת רחש Noise margin שולי הרעש Noise rock נויז רוק Noise-equivalent power NEP Nok Air נוק אייר Nok culture תרבות הנוק Nokdim נוקדים Nokia נוקיה Nokia Bell Labs מעבדות נוקיה בל Nokia Networks Nokia Networks Nola נולה Nola Chilton נולה צ'לטון Nolad Lirkod נולד לרקוד Nolan נולאן Nolan Gould נולן גולד Nolhivaranfaru נולהיואראנפארו Nolin Map מפת נולין Nolita נוליטה Nolito נוליטו Nom תבנית:מועמדות Noma נומה Nomad נומאד Nomad עמים ושבטים נוודים Nomads קטגוריה:עמים ושבטים נוודים Nomaed משתמש:Nomaed Nomascus גיבון מצויץ Nome נום Nomenclature נומנקלטורה Nomenklatura נומנקלטורה Nomex נומקס Nomina Anatomica נומינה אנטומיקה Nominal group technique טכניקת הקבוצה הנומינלית Nominal sentence משפט שמני Nominalism נומינליזם Nomophobia נומופוביה Nomos נומוס Nomura's jellyfish נומורה Non finito Non finito Non sequitur נון סקוויטור Non-24-hour sleep–wake disorder תסמונת מחזור עירות-שינה שונה מ-24 שעות Non-Aligned Movement המדינות הבלתי-מזדהות Non-Aligned Movement תבנית:המדינות הבלתי-מזדהות Non-Aristotelian drama דרמה לא אריסטוטלית Non-Euclidean geometry גאומטריה לא-אוקלידית Non-Euclidean geometry קטגוריה:גאומטריה לא אוקלידית Non-Newtonian fluid זורם לא-ניוטוני Non-Stop נון-סטופ Non-Volatile File System NVFS Non-blocking algorithm אלגוריתם חסר נעילות Non-coding RNA NcRNA Non-commissioned officer מש"ק Non-commutative cryptography הצפנה לא-קומוטטיבית Non-covalent interactions קישור לא קוולנטי Non-credible threat איום Non-deterministic Turing machine מכונת טיורינג לא-דטרמיניסטית Non-epileptic seizure פרכוס לא-אפילפטי Non-fiction books קטגוריה:ספרי עיון Non-fiction writers קטגוריה:כותבי ספרי עיון Non-free 3D art תבנית:זרמים באמנות הפיסול Non-free album cover תבנית:עטיפת אלבום Non-free book cover תבנית:עטיפת ספר Non-free content ויקיפדיה:רישוי תמונות/שימוש הוגן Non-free fair use תבנית:שימוש הוגן Non-free logo תבנית:לוגו Non-free poster תבנית:כרזת סרט Non-free posters קטגוריה:ויקיפדיה - תמונות של כרזות Non-governmental organization ארגון חוץ-ממשלתי Non-governmental organizations קטגוריה:ארגונים חוץ-ממשלתיים Non-governmental organizations involved in the Israeli–Palestinian conflict קטגוריה:הסכסוך הישראלי-פלסטיני: ארגונים Non-ionizing radiation קרינה בלתי מייננת Non-lethal weapon נשק אל הרג Non-lethal weapons קטגוריה:נשק אל הרג Non-military armored vehicle מכונית משוריינת Non-player character דמויות בלי שחקן Non-profit organizations קטגוריה:עמותות Non-profit organizations based in Israel קטגוריה:ישראל: עמותות Non-standard analysis אנליזה לא סטנדרטית Non-standard analysis קטגוריה:אנליזה לא סטנדרטית Non-volatile memory זיכרון בלתי נדיף Nona Gaprindashvili נונה גפרינדשווילי Nonblocked תבנית:בקשת שחרור חסימה Nonbuilding structure מבנה שאינו בניין Noncoding DNA DNA זבל Nonconforming use שימוש חורג Nondestructive testing בדיקות לא הורסות Nondeterministic finite automaton אוטומט סופי לא דטרמיניסטי Nonesuch Records Nonesuch Records Nonexistent people קטגוריה:אישים בדיוניים Nonferrous archaeometallurgy of the Southern Levant ארכאומטלורגיה אל-ברזלית בדרום הלבנט Noni נוני Nonie Darwish נוני דרויש Noninfective enteritis and colitis קטגוריה:דלקות מעיים לא זיהומיות Noninflammatory disorders of female genital tract קטגוריה:הפרעות לא דלקתיות של מערכת המין הנשית Nonino נונינו Nonino Grappa נונינו גראפה Nonkilling אל-הרג Nonlinear narrative עלילה לא לינארית Nonlinear narrative films קטגוריה:סרטים עם עלילה לא לינארית Nonlinear optics אופטיקה לא לינארית Nonlinear programming תכנון לא-לינארי Nonlinear system מערכת לא לינארית Nonmetal אל-מתכת Nonmetals קטגוריה:אל-מתכות Nonna Mordyukova נונה מורדיוקובה Nono נונו Nono64 משתמש:Nono64 Nonogram שחור ופתור Nonouti נונואוטי Nonparametric statistics סטטיסטיקה א-פרמטרית Nonprofit organization מוסד ללא כוונת רווח Nonsense איגיון Nonsense קטגוריה:איגיון Nonsense poetry קטגוריה:שירי איגיון Nonsense verse שירי איגיון Nonsense-mediated decay NMD Nonsteroidal anti-inflammatory drug נוגדי דלקת שאינם סטרואידים Nonsteroidal anti-inflammatory drugs קטגוריה:מדכאי דלקת שאינם סטרואידים Nonthaburi נונתאבורי Nontheism נונתאיזם Nontransitive dice מערכת לא-טרנזיטיבית של משתנים מקריים Nontrinitarianism אנטי טריניטריזם Nonverbal communication תקשורת בלתי-מילולית Nonverbal learning disorder לקות למידה בלתי-מילולית Nonviolence אי-אלימות Nonviolence קטגוריה:אי-אלימות Nonviolent Communication תקשורת לא-אלימה Non–Main Page Did you know pages קטגוריה:פורטלים: קטעי "הידעת?" Noodle אטריות Noodle נודל Noomi Rapace נומי ראפאס Noon User:Noon Noon נון Noon צהריים Noonu Atoll אטול נונו Noor נור Noor Inayat Khan נור אינייאט חאן Noordermarkt נורדרמארקט Noordoostpolder נורדוסטפולדר Noosphere נואוספירה Noozles בלינקי ופינקי Nora Ephron נורה אפרון Nora Roberts נורה רוברטס Nora Zehetner נורה זהטנר Nora and Naomi נורה ונעמי Norah Jones נורה ג'ונס Norbergite נורברגיט Norbert Bisky נורברט ביסקי Norbert Eder נורברט אדר Norbert Elias נורברט אליאס Norbert Hofer נורברט הופר Norbert Lammert נורברט לאמרט Norbert Masur נורברט מזור Norbert Nachtweih נורברט נאכטוואי Norbert Rózsa נורברט רוז'ה Norbert Wiener נורברט וינר Norberto Höfling נורברטו הפלינג Norbit נורביט Norbulingka נורבולינגקה Nord נור Nord Aviation נורד אוויאסיון Nord Cassel קאסל Nord Express נורד אקספרס Nord Noratlas נורד 2501 נוראטלס Nord-Pas-de-Calais נור-פה דה קאלה Nord-Pas-de-Calais קטגוריה:נור-פה דה קאלה Nordaustlandet נורדאוסטלנדט Norddeutsche Bundesmarine צי הקונפדרציה הצפון-גרמנית Nordea Nordic Light Open אליפות נורדאה נורדיק לייט הפתוחה Norderstedt נורדרשטט Nordeus Nordeus Nordhausen נורדהאוזן Nordia נורדיה Nordic Council המועצה הנורדית Nordic Council תבנית:המועצה הנורדית Nordic Cross flag דגל צלב נורדי Nordic Cross flags קטגוריה:דגלי הצלב הנורדי Nordic Football Championship אליפות המדינות הנורדיות בכדורגל Nordic combined סקי נורדי משולב Nordic countries המדינות הנורדיות Nordic gold זהב נורדי Nordic model המודל הנורדי Nordic race התאוריה הנורדית Nordisk familjebok נורדיסק פמילייבוק Nore נור Norepinephrine נוראדרנלין Norfolk נורפוק Norfolk קטגוריה:נורפוק Norfolk Island נורפוק Norfolk Island קטגוריה:איי נורפוק Norfolk Sandringham סאנדרינגהאם Nori נורי Noricum נוריקום Norihiro Yasue נוריהירו יאסואה Noriko Ohara נוריקו אוהארה Norilsk נורילסק Norilsk Nickel נורילסק-ניקל Norinco נורינקו Norio Sasaki נוריו ססאקי Norite נוריט Norm נורמה Norm Coleman נורם קולמן Norm Van Lier נורם ואן ליר Norma נורמה Norma סרגל Norma Aleandro נורמה אליאנדרו Norma Arm זרוע סרגל Norma Rae נורמה ריי Norma Shearer נורמה שירר Normal וקטור נורמלי Normal distribution התפלגות נורמלית Normal extension הרחבה נורמלית Normal force כוח נורמלי Normal matrix מטריצה נורמלית Normal mode אופני תנודה עצמיים Normal number מספר נורמלי Normal operator העתקה נורמלית Normal pressure hydrocephalus הידרקון תקין-לחץ Normal space מרחב נורמלי באופן מושלם Normal subgroup תת-חבורה נורמלית Normal-form game משחק בצורה תכסיסית Normality נורמליות Normalization נורמליזציה Normalized frequency תדירות מנורמלת Norman נורמן Norman Bel Geddes נורמן בל גדס Norman Bentwich נורמן בנטוויץ' Norman Borlaug נורמן בורלוג Norman Bowen נורמן לוי בואן Norman Cook פאטבוי סלים Norman Cota נורמן קוטה Norman Fell נורמן פל Norman Finkelstein נורמן פינקלשטיין Norman Foster buildings קטגוריה:נורמן פוסטר Norman Haworth וולטר הוורת' Norman Hunter נורמן הנטר Norman Issa נורמן עיסא Norman Kirk נורמן קירק Norman Lamm נחום לאם Norman Lebrecht נורמן לברכט Norman Mailer נורמן מיילר Norman Manea נורמן מנאה Norman Manley נורמן מנלי Norman Manley International Airport נמל התעופה הבינלאומי נורמן מנלי Norman Podhoretz נורמן פודהורץ Norman Reedus נורמן רידוס Norman Rockwell נורמן רוקוול Norman Ross נורמן רוס Norman Schwarzkopf Jr. נורמן שוורצקופף Norman Smith נורמן סמית' Norman Stillman נורמן סטילמן Norman Taurog נורמן טאורוג Norman Treigle נורמן טרייגל Norman Whitaker נורמן ויטקר Norman Whiteside נורמן וייטסייד Norman architecture אדריכלות נורמנית Norman conquest of England הכיבוש הנורמני של אנגליה Normandie-Niemen נורמנדי-ניימן Normandy נורמנדי Normandy קטגוריה:נורמנדי Normandy American Cemetery and Memorial בית הקברות הצבאי והאנדרטה האמריקניים בנורמנדי Normandy landings הפלישה לנורמנדי Normans נורמנים Normed vector space מרחב נורמי Norn language נורן Norns נורנות Norodom Sihamoni נורודום סיהאמוני Norodom Sihanouk מלך קמבודיה נורודום סיהאנוק Norrbotten County נורבוטן Norris נוריס Norris Cole נוריס קול Norris Coleman נוריס קולמן Norrköping נורשפינג Norrköping Dolphins נורשפינג דולפינס Norrland נורלנד Norse cosmology היקום במיתולוגיה הנורדית Norse deities קטגוריה:אלים נורדיים Norse mythology מיתולוגיה נורדית Norse mythology קטגוריה:מיתולוגיה נורדית North צפון North & South צפון ודרום North Aegean צפון הים האגאי North Africa צפון אפריקה North Africa קטגוריה:צפון אפריקה North Africa American Cemetery and Memorial בית הקברות הצבאי והאנדרטה האמריקניים בצפון-אפריקה North African Campaign המערכה בצפון אפריקה North African Campaign קטגוריה:זירת צפון אפריקה במלחמת העולם השנייה North African elephant פיל צפון אפריקני North African elephant shrew ארכף צפון אפריקני North America אמריקה הצפונית North America קטגוריה:אמריקה הצפונית North American Aerospace Defense Command פיקוד הגנת האוויר והחלל של צפון אמריקה North American Aviation נורת' אמריקן אוויאיישן North American B-25 Mitchell B-25 מיטשל North American Car of the Year מכונית השנה בצפון אמריקה North American F-100 Super Sabre F-100 סופר סייבר North American F-107 F-107 North American F-86 Sabre F-86 סייבר North American Free Trade Agreement הסכם הסחר החופשי של צפון אמריקה North American P-51 Mustang P-51 מוסטנג North American Plate הלוח הצפון-אמריקאי North American Soccer League NASL North American T-2 Buckeye T-2 באקאיי North American T-6 Texan הרווארד North American X-10 X-10 North American X-15 X-15 North American XB-21 XB-21 North American XB-70 Valkyrie נורת' אמריקן XB-70 ולקירי North American XF-108 Rapier נורת' אמריקן F-108 ראפייר North American beaver בונה קנדי North American fur trade סחר הפרוות באמריקה הצפונית North American national association football teams קטגוריה:נבחרות כדורגל צפון אמריקאיות North American porcupine סמרן מקריס North American river otter לוטרה צפון אמריקנית North Anatolian Fault העתק צפון אנטוליה North Army ארמיית הצפון North Asia צפון אסיה North Atlantic Treaty Organization תבנית:נאט"ו North Atlantic right whale אובלנה צפון-אטלנטית North Brabant צפון בראבנט North Brabant קטגוריה:צפון בראבנט North Cape נורדקאפ North Carolina קטגוריה:קרוליינה הצפונית North Carolina קרוליינה הצפונית North Carolina Asheville אשוויל North Carolina Charlotte שארלוט North Carolina Durham דרהאם North Carolina Fayetteville פאייטוויל North Carolina Greensboro גרינסבורו North Carolina Greenville גרינוויל North Carolina Grifton גריפטון North Carolina Monroe מונרו North Carolina Raleigh ראלי North Carolina Symphony התזמורת הסימפונית של צפון קרוליינה North Carolina Tar Heels men's basketball players קטגוריה:כדורסלני אוניברסיטת קרוליינה הצפונית בצ'אפל היל North Carolina Wilmington וילמינגטון North Caucasian Federal District המחוז הפדרלי של צפון קווקז North Caucasus צפון הקווקז North Caucasus קטגוריה:צפון הקווקז North Central Florida צפון מרכז פלורידה North Country ארץ קרה North Dakota דקוטה הצפונית North Dakota קטגוריה:דקוטה הצפונית North Dakota תבנית:דקוטה הצפונית North Dakota Bismarck ביסמרק North Dakota Fargo פארגו North Dakota Grand Forks גרנד פורקס North Darfur צפון דארפור North District צפון הונג קונג North District תבנית:מחוז הצפון North East England צפון-מזרח אנגליה North East England קטגוריה:צפון-מזרח אנגליה North Gaza Governorate קטגוריה:נפת צפון עזה North German Confederation הקונפדרציה הצפון-גרמנית North Germanic languages קטגוריה:שפות גרמאניות צפוניות North Germanic languages שפות גרמאניות צפוניות North Gondar Zone צפון גונדר North Governorate צפון לבנון North Hamgyong Province צפון האמגיונג North Holland צפון הולנד North Holland קטגוריה:צפון הולנד North Hollywood shootout הירי בצפון הוליווד North Island האי הצפוני North Island קטגוריה:האי הצפוני North Isles איי נורת' North Karelia צפון קרליה North Khorasan Province צפון ח'וראסאן North Korea קוריאה הצפונית North Korea קטגוריה:קוריאה הצפונית North Korea at the Olympics קוריאה הצפונית במשחקים האולימפיים North Korea at the Paralympics קוריאה הצפונית במשחקים הפאראלימפיים North Korea national basketball team נבחרת קוריאה הצפונית בכדורסל North Korea national football team נבחרת קוריאה הצפונית בכדורגל North Korea templates קטגוריה:תבניות ניווט - קוריאה הצפונית North Korea women's national football team נבחרת קוריאה הצפונית בכדורגל נשים North Korean calendar לוח השנה הצפון קוריאני North Korean culture קטגוריה:קוריאה הצפונית: תרבות North Korean people קטגוריה:צפון קוריאנים North Korean politicians קטגוריה:פוליטיקאים צפון קוריאנים North Korean won וון צפון-קוריאני North Korea–South Korea relations קטגוריה:יחסי קוריאה הדרומית - קוריאה הצפונית North London צפון לונדון North London derby הדרבי של צפון לונדון North Nicosia לפקושה North Ossetia-Alania צפון אוסטיה - אלניה North Pacific albatross אלבטרוס צפון פסיפי North Pacific right whale אובלנה צפון-פסיפית North Pole הקוטב הצפוני North Pole-1 הקוטב הצפוני 1 North Rhine-Westphalia נורדריין-וסטפאליה North Rhine-Westphalia קטגוריה:נורדריין-וסטפאליה North Rhine-Westphalia Marl מארל North Ronaldsay צפון רונלדסיי North Russia Intervention החזית הצפונית במלחמת האזרחים ברוסיה North Sea הים הצפוני North Sea קטגוריה:הים הצפוני North Sea flood of 1953 שיטפון הים הצפוני North Sea operations of World War I קטגוריה:הים הצפוני: מלחמת העולם הראשונה North Shewa Zone שאווה הצפונית North Shore נורת' שור North Shore City נורת' שור סיטי North Sinai Governorate צפון סיני North Star כוכב הצפון North Sulawesi babirusa בבירוסת צפון-סולאווסי North Sumatra צפון סומטרה North Vietnam צפון וייטנאם North West הפרובינציה הצפון-מערבית North West קטגוריה:הפרובינציה הצפון-מערבית North West England צפון-מערב אנגליה North Wollo Zone צפון וולו North Yorkshire צפון יורקשייר North Yorkshire קטגוריה:צפון יורקשייר North Yorkshire Scarborough סקרבורו North and South צפון ודרום North by Northwest מזימות בינלאומיות North east down NED North-Chinese leopard נמר צפון-סין North-Eastern Administrative Okrug המחוז האדמיניסטרטיבי הצפון-מזרחי NorthEast United FC players קטגוריה:כדורגלני נורת'איסט יונייטד Northamptonshire נורת'האמפטונשייר Northamptonshire קטגוריה:נורת'האמפטונשייר Northanger Abbey מנזר נורת'אנגר Northeast Caucasian languages קטגוריה:שפות קווקזיות צפון-מזרחיות Northeast India שבע האחיות Northeast Passage המעבר הצפון-מזרחי Northeast megalopolis המגלופוליס של צפון מזרח ארצות הברית Northeastern Neo-Aramaic ארמית חדשה צפון-מזרחית Norther נורת'ר Northern Administrative Okrug המחוז האדמיניסטרטיבי הצפוני Northern Arizona צפון אריזונה Northern Bahr el Ghazal צפון בחר אל-ע'זאל Northern Cape הכף הצפוני Northern Cape קטגוריה:הכף הצפוני Northern Cape Kimberley קימברלי Northern Command פיקוד הצפון Northern Command קטגוריה:פיקוד הצפון Northern Crusades מסעי הצלב הצפוניים Northern Cyprus הרפובליקה הטורקית של צפון קפריסין Northern Cyprus קטגוריה:הרפובליקה הטורקית של צפון קפריסין Northern Cyprus national football team נבחרת הרפובליקה הטורקית של צפון קפריסין בכדורגל Northern District מחוז הצפון Northern District קטגוריה:מחוז הצפון Northern Europe צפון אירופה Northern Exposure חשיפה לצפון Northern Fleet הצי הצפוני Northern Great Plain צפון המישור הגדול Northern Hemisphere המיספירה#חצי הכדור הצפוני Northern Hungary צפון הונגריה Northern Iraq offensive המתקפה בצפון עיראק Northern Ireland צפון אירלנד Northern Ireland קטגוריה:צפון אירלנד Northern Ireland national football team נבחרת צפון אירלנד בכדורגל Northern Ireland national football team navigational boxes קטגוריה:סגלי נבחרת צפון אירלנד בכדורגל Northern Ireland squad UEFA Euro 2016 תבנית:נבחרת צפון אירלנד ביורו 2016 Northern Kings Northern Kings Northern Mariana Islands איי מריאנה הצפוניים Northern Mariana Islands קטגוריה:איי מריאנה הצפוניים Northern Mariana Islands national football team נבחרת איי מריאנה הצפוניים בכדורגל Northern Ostrobothnia אוסטרובוטניה הצפונית Northern Pursuit מרדף בצפון Northern Rail נורת'רן Northern Renaissance הרנסאנס הצפוני Northern Rhodesia רודזיה הצפונית Northern Rocky Mountain wolf זאב הרי הרוקי צפוני Northern Russian dialects ניבים צפון-רוסיים Northern Savonia סאבו הצפונית Northern Territory הטריטוריה הצפונית Northern Territory קטגוריה:הטריטוריה הצפונית Northern Territory Darwin דרווין Northern Territory Katherine קתרין Northern Transylvania Holocaust Memorial Museum בית הכנסת שימלאו סילבאניי Northern Wars המלחמה הצפונית Northern and Southern dynasties השושלות הדרומיות והצפוניות Northern bald ibis מגלן מצויץ צפוני Northern black korhaan חוברה שחורה צפונית Northern blot תספיג RNA Northern bobwhite שליו וירג'יניה Northern bottlenose whale בקבוקף צפוני Northern cardinal קרדינל צפוני Northern cassowary קזואר חד-גדיל Northern elephant seal פיל ים צפוני Northern flying squirrel סנאי דואה אמריקני צפוני Northern fur seal דוב ים צפוני Northern gannet סולה צפונית Northern giant petrel יסעור ענק צפוני Northern goshawk נץ גדול Northern greater galago גלגו ענק צפוני Northern ireland national football team logo.png קובץ:Northern ireland national football team logo.jpg Northern jacana יקאנה אמריקנית Northern krill קריל צפוני Northern lampreys צמדאים Northern lapwing קיווית מצוייצת Northern line קו נורת'רן Northern naked-tailed armadillo ארמדיל חשוף-זנב צפוני Northern olingo אולינגו צפוני Northern right whale dolphin דולפין לווייתני צפוני Northern screamer קמיקי מצויץ Northern shoveler מרית צפונית Northern tamandua דוב נמלים מקסיקני Northern white-cheeked gibbon גיבון לבן לחיים צפוני Northern white-faced owl ינשוף לבן פנים צפוני Northland Region נורת'לנד Northrop A-17 נורת'רופ A-17 Northrop BQM-74 Chukar BQM-74 צ'אקר Northrop Corporation נורת'רופ Northrop F-5 נורת'רופ F-5 Northrop F-89 Scorpion F-89 סקורפיון Northrop Grumman נורת'רופ גראמן Northrop Grumman B-2 Spirit B-2 ספיריט Northrop Grumman E-2 Hawkeye E-2 הוקאיי Northrop Grumman E-8 Joint STARS E-8 Northrop Grumman RQ-4 Global Hawk RQ-4 גלובל הוק Northrop Grumman X-47A Pegasus נורת'רופ גראמן X-47 פגסוס Northrop T-38 Talon T-38 טאלון Northrop Tacit Blue טאסיט בלו Northrop X-21 X-21 Northrop X-4 Bantam X-4 Northstar נורת'סטאר Northumberland נורת'מברלנד Northumberland קטגוריה:נורת'מברלנד Northumbria קטגוריה:נורת'מבריה Northumbrian monarchs קטגוריה:מלכי נורת'מבריה Northwest African cheetah ברדלס מערב אפריקאי Northwest Airlines נורת'ווסט איירליינס Northwest Caucasian languages קטגוריה:שפות קווקזיות צפון-מערביות Northwest Caucasian languages שפות קווקזיות צפון-מערביות Northwest Passage המעבר הצפון-מערבי Northwest Territories הטריטוריות הצפון-מערביות Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות Northwest Territory הטריטוריה הצפון-מערבית Northwestern Federal District המחוז הפדרלי הצפון-מערבי Northwestern University אוניברסיטת נורת'ווסטרן Northwestern University faculty קטגוריה:סגל אוניברסיטת נורת'ווסטרן Northwestern salamander סלמנדרה צפון-מערבית Norton נורטון Norton Commander נורטון קומנדר Norton Schwartz נורטון שוורץ Norton's theorem משפט נורטון Norwalk נורווק Norway נורווגיה Norway נורוויי Norway קטגוריה:נורווגיה Norway Moss מוס Norway Pavilion at Epcot נורווגיה Norway at the Olympics נורווגיה במשחקים האולימפיים Norway at the Paralympics נורווגיה במשחקים הפאראלימפיים Norway in World War II קטגוריה:נורווגיה במלחמת העולם השנייה Norway in the Eurovision Song Contest נורווגיה באירוויזיון Norway location map templates קטגוריה:תבניות מיפוי לפי מדינות: נורווגיה Norway national basketball team נבחרת נורווגיה בכדורסל Norway national football team נבחרת נורווגיה בכדורגל Norway national football team navigational boxes קטגוריה:סגלי נבחרת נורווגיה בכדורגל Norway national under-21 football team נבחרת נורווגיה בכדורגל עד גיל 21 Norway squad 1995 FIFA Women's World Cup תבנית:נבחרת נורווגיה בכדורגל נשים במונדיאל 1995 Norway squad 1998 FIFA World Cup תבנית:נבחרת נורווגיה במונדיאל 1998 Norway squad 1999 FIFA Women's World Cup תבנית:נבחרת נורווגיה בכדורגל נשים במונדיאל 1999 Norway templates קטגוריה:תבניות ניווט - נורווגיה Norway women's national football team נבחרת נורווגיה בכדורגל נשים Norwegian Academy for Language and Literature האקדמיה הנורווגית ללשון וספרות Norwegian Air Shuttle נורוויג'ן אייר שאטל Norwegian Armed Forces הכוחות המזוינים של נורווגיה Norwegian Armed Forces תבנית:הכוחות המזוינים של נורווגיה Norwegian Bay המפרץ הנורווגי Norwegian Campaign המערכה בנורבגיה Norwegian Crusade מסע הצלב הנורווגי Norwegian Jews קטגוריה:יהודים נורווגים Norwegian Law החוק הנורווגי Norwegian Nobel laureates קטגוריה:זוכי פרס נובל נורווגים Norwegian Sea הים הנורווגי Norwegian Space Centre מרכז החלל הנורווגי Norwegian University of Science and Technology האוניברסיטה הנורווגית למדעים וטכנולוגיה Norwegian Wood Norwegian Wood Norwegian Wood יער נורווגי Norwegian actors קטגוריה:שחקני קולנוע וטלוויזיה נורווגים Norwegian artists קטגוריה:אמנים נורווגים Norwegian athletes קטגוריה:אתלטים נורווגים Norwegian autobiographers קטגוריה:כותבי אוטוביוגרפיה נורווגים Norwegian biologists קטגוריה:ביולוגים נורווגים Norwegian chess players קטגוריה:שחמטאים נורווגים Norwegian children's writers קטגוריה:סופרי ילדים ונוער נורווגים Norwegian composers קטגוריה:מלחינים נורווגים Norwegian cross-country skiers קטגוריה:גולשי סקי למרחקים נורווגים Norwegian cuisine קטגוריה:המטבח הנורווגי Norwegian culture קטגוריה:נורווגיה: תרבות Norwegian cyclists קטגוריה:רוכבי אופניים נורווגים Norwegian directors קטגוריה:במאים נורווגים Norwegian dramatists and playwrights קטגוריה:מחזאים נורווגיים Norwegian explorers קטגוריה:מגלי ארצות נורווגים Norwegian film directors קטגוריה:במאי קולנוע נורווגים Norwegian footballers קטגוריה:כדורגלנים נורווגים Norwegian historians קטגוריה:היסטוריונים נורווגים Norwegian krone כתר נורווגי Norwegian language נורווגית Norwegian language קטגוריה:נורווגית Norwegian literature קטגוריה:ספרות נורווגית Norwegian mathematicians קטגוריה:מתמטיקאים נורווגים Norwegian military personnel קטגוריה:אנשי צבא נורווגים Norwegian monarchs קטגוריה:מלכי נורווגיה Norwegian music קטגוריה:מוזיקה נורווגית Norwegian musical groups קטגוריה:להקות נורווגיות Norwegian musicians קטגוריה:מוזיקאים נורווגים Norwegian nobility קטגוריה:אצולה נורווגית Norwegian painters קטגוריה:ציירים נורווגים Norwegian people קטגוריה:נורווגים Norwegian poets קטגוריה:משוררים נורווגים Norwegian politicians קטגוריה:פוליטיקאים נורווגים Norwegian rabbis קטגוריה:רבנים נורווגים Norwegian resistance movement המחתרת הנורווגית Norwegian royal consorts קטגוריה:מלכות רעיות נורווגיות Norwegian scientists קטגוריה:מדענים נורווגים Norwegian singers קטגוריה:זמרים נורווגים Norwegian speed skaters קטגוריה:מחליקים מהירים על קרח נורווגים Norwegian sport shooters קטגוריה:קלעים נורווגים Norwegian sportspeople קטגוריה:ספורטאים נורווגים Norwegian women's footballers קטגוריה:כדורגלניות נורווגיות Norwegian writers קטגוריה:סופרים נורווגים Norwegian–British–Swedish Antarctic Expedition המשלחת הנורווגית-בריטית-שוודית לאנטארקטיקה Norwich נוריץ' Norwich City F.C. נוריץ' סיטי Norwich City F.C. managers קטגוריה:מאמני נוריץ' סיטי Norwich City F.C. players קטגוריה:כדורגלני נוריץ' סיטי Norðoyatunnilin נורד'ויטונילין Nosa Igiebor נוסא איגיבור Nose אף Nose flute חליל אף Nose-leaf עלה אפי Nose-picking חיטוט באף Nosean נוסאן Nosebleed דימום מהאף Nosferatu נוספרטו Nosivka נוסיבקה Nosson Meir Wachtfogel נתן מאיר וכטפוגל Nosson Tzvi Finkel נתן צבי פינקל Nostalgia נוסטלגיה Nostalgia קטגוריה:נוסטלגיה Nostalgia Critic נוסטלג'יה קריטיק Nostep/Sandbox Wankel מנוע ונקל Nostos שיבה מאוחרת Nostra aetate נוסטרה אטאטה Nostradamus נוסטרדמוס Nostril נחיר Nostro and vostro accounts חשבון נוסטרו Not About Us Not About Us Not Afraid Not Afraid Not Alone Not Alone Not Final! לא סופי Not Forgotten Forgiven Not Forgotten Forgiven Not Now John Not Now John Not Quite C NQC Not That Kind Not That Kind Not Warcraft Make Love לא וורקראפט עשו אהבה Not Without My Daughter לא בלי בתי Not Yet a Woman I'm Not a Girl Not Yet a Woman I'm Not a Girl Not as a Stranger לא כזר Not done תבנית:לא בוצע Not even wrong אפילו לא שגוי Not in Heaven לא בשמים היא Not invented here Not Invented Here Not of This Earth Not of This Earth Not proven זיכוי מחמת הספק Not safe for work NSFW Not the Nine O'Clock News מבט הפוך Not to Be Told Da Game Is to Be Sold Not to Be Told Da Game Is to Be Sold Nota Schiller נטע שילר Notability ויקיפדיה:הבהרת חשיבות Notability ויקיפדיה:עקרונות וקווים מנחים ליצירת ערכי אישים Notability תבנית:חשיבות Notability and importance templates קטגוריה:תבניות חשיבות Notable citation תבנית:צוטט Notafish משתמש:Notafish Notary נוטריון Notary public נוטריון Note הערת שוליים Note value מקצב Note-taking software קטגוריה:תוכנות לרישום הערות Notebook היומן Notebook מחברת Notepad++ Notepad++ Notes פתקים Notes on a Scandal רמז לסקנדל Notes on the Jewish Temple רשימות על המקדש היהודי Nothhelm of Sussex מלך סאסקס נות'הלם Nothin' on You Nothin' on You Nothing Else Matters Nothing Else Matters Nothing Lasts... But Nothing Is Lost Nothing Lasts...But Nothing Is Lost Nothing Safe: Best of the Box Nothing Safe - The Best Of The Box Nothing but the Beat Nothing but the Beat Nothing's Gonna Change My Love for You Nothing's Gonna Change My Love for You Nothinggoldcanstay-cover.jpg תמונה:New Found Glory Nothing Gold Can Stay.jpg Nothofagus אשור דרומי Notification Center מרכז העדכונים Notifications/Thanks עזרה:דף הסבר על כפתור תודה Notis Sfakianakis נוטיס ספקיאנאקיס Notitia Dignitatum נוטיטיה דיגניטטום Notobasis syriaca ברקן סורי Notochord מיתר הגב Notocolossus נוטוקולוסוס Notonectidae שטגביים Notorious נודעת Notoungulata נוטונגולאטויים Notre Dame נוטרדאם Notre Dame de Paris קתדרלת נוטרדאם Notre Dame du Haut כנסיית נוטרדאם די או Notre Dame school אסכולת נוטרדאם Notre-Dame Basilica בזיליקת נוטרדם Notre-Dame de l'Épine בזיליקת נוטרדאם דה ל'אפין Notrim נוטרות Notting Hill נוטינג היל Nottingham נוטינגהאם Nottingham 1936 chess tournament תחרות השחמט בנוטינגהאם 1936 Nottingham Forest F.C. נוטינגהאם פורסט Nottingham Forest F.C. managers קטגוריה:מאמני נוטינגהאם פורסט Nottingham Forest F.C. players קטגוריה:כדורגלני נוטינגהאם פורסט Nottinghamshire נוטינגהאמשייר Nottinghamshire קטגוריה:נוטינגהאמשייר Notts County F.C. נוטס קאונטי Notts County F.C. managers קטגוריה:מאמני נוטס קאונטי Notts County F.C. players קטגוריה:כדורגלני נוטס קאונטי Nou Mestalla נואו מסטאייה Nouadhibou נואדיבו Nouakchott נואקשוט Nougat נוגט Nouméa נומאה Noun שם עצם Noureddine Morceli נוראדין מורסלי Noureddine Naybet נוראדין נייבט Nouri al-Maliki נורי אל-מאלכי Nouriel Roubini נוריאל רוביני Nous נואוס Nouveau Stade de Bordeaux האצטדיון החדש של בורדו Nouveau riche נובו ריש Nouveau réalisme ריאליזם חדש Nouvelle Star נובל סטאר Nouvelle Vague נובל ואג Nouvelle cuisine נובל קוויזין Nouvelle-Aquitaine אקיטן-לימוזן-פואטו-שראנט Nov נוב Nova נובה Nova Gorica נובה גוריצה Nova Kakhovka נובה קחובקה Nova Odesa נובה אודסה Nova Scotia נובה סקוטיה Nova Scotia קטגוריה:נובה סקוטיה Nova Scotia Grand-Pré גראן פרה Nova Scotia Halifax הליפקס Nova Scotia Lunenburg לוננבורג Nova Ushytsia נובה אושיציה Nova Zagora נובה זאגורה Novak נובק Novak Djokovic נובאק ג'וקוביץ' Novalis נובאליס Novara נוברה Novara Calcio players קטגוריה:כדורגלני נובארה Novardok Yeshiva ישיבת נובהרדוק Novartis נוברטיס Novaya Chara נוביה צ'רה Novaya Zemlya נוביה זמליה Novel רומן Novell נובל Novella נובלה Novella Calligaris נובלה קליגאריס Novellas קטגוריה:נובלות Novels קטגוריה:רומנים Novels about slavery קטגוריה:ספרי עבדות Novels adapted into plays קטגוריה:ספרים שעובדו לבמה Novels by Alexandre Dumas קטגוריה:ספרי אלכסנדר דיומא האב Novels by Astrid Lindgren קטגוריה:ספרי אסטריד לינדגרן Novels by Brandon Sanderson קטגוריה:ספרי ברנדון סנדרסון Novels by C. Andrews קטגוריה:ספרי ס. אנדרוז Novels by Charles Dickens קטגוריה:ספרי צ'ארלס דיקנס Novels by Connie Willis קטגוריה:ספרי קוני ויליס Novels by Erich Kästner קטגוריה:ספרי אריך קסטנר Novels by Frank Herbert קטגוריה:ספרי פרנק הרברט Novels by Franz Kafka קטגוריה:סיפורי פרנץ קפקא Novels by Fyodor Dostoyevsky קטגוריה:ספרי פיודור דוסטויבסקי Novels by George Eliot קטגוריה:ספרי ג'ורג' אליוט Novels by Harlan Coben קטגוריה:ספרי הרלן קובן Novels by Haruki Murakami קטגוריה:ספרי הארוקי מורקמי Novels by Hermann Hesse קטגוריה:ספרי הרמן הסה Novels by Isaac Bashevis Singer קטגוריה:ספרי יצחק בשביס זינגר Novels by John le Carré קטגוריה:ספרי ג'ון לה קארה Novels by Jonathan Stroud קטגוריה:ספרי ג'ונתן סטראוד Novels by José Saramago קטגוריה:ספרי ז'וזה סאראמאגו Novels by Jules Verne קטגוריה:ספרי ז'ול ורן Novels by Ken Follett קטגוריה:קן פולט Novels by Khaled Hosseini קטגוריה:ספרי חאלד חוסייני Novels by Mark Twain קטגוריה:ספרי מארק טוויין Novels by Martin Amis קטגוריה:מרטין איימיס Novels by Michael Ende קטגוריה:ספרי מיכאל אנדה Novels by Milan Kundera קטגוריה:ספרי מילן קונדרה Novels by Naguib Mahfouz קטגוריה:ספרי נגיב מחפוז Novels by Orson Scott Card קטגוריה:ספרי אורסון סקוט קארד Novels by Patricia Highsmith קטגוריה:הריפליאדה Novels by Paulo Coelho קטגוריה:ספרי פאולו קואלו Novels by Robert Harris קטגוריה:כתבי רוברט האריס Novels by Robert Jordan קטגוריה:ספרי רוברט ג'ורדן Novels by Robert Parker קטגוריה:ספרי רוברט פארקר Novels by Robin Hobb קטגוריה:ספרי רובין הוב Novels by Romain Gary קטגוריה:ספרי רומן גארי Novels by Sholem Aleichem קטגוריה:ספרי שלום עליכם Novels by Stefan Zweig קטגוריה:ספרי שטפן צווייג Novels by Thomas Hardy קטגוריה:ספרי תומאס הרדי Novels by Umberto Eco קטגוריה:ספרי אומברטו אקו Novels by city of setting קטגוריה:רומנים לפי עיר התרחשותם Novels by setting קטגוריה:רומנים לפי מקום התרחשותם Novels first published in serial form קטגוריה:ספרים שפורסמו תחילה כסיפור בהמשכים Novels set in Israel קטגוריה:רומנים המתרחשים בישראל Novels set in London קטגוריה:רומנים המתרחשים בלונדון Novels set in Paris קטגוריה:רומנים המתרחשים בפריז November נובמבר November קטגוריה:נובמבר November 1 1 בנובמבר November 10 10 בנובמבר November 11 11 בנובמבר November 12 12 בנובמבר November 13 13 בנובמבר November 14 14 בנובמבר November 15 15 בנובמבר November 16 16 בנובמבר November 17 17 בנובמבר November 18 18 בנובמבר November 19 19 בנובמבר November 2 2 בנובמבר November 20 20 בנובמבר November 2015 Paris attacks פיגועי נובמבר 2015 בפריז November 21 21 בנובמבר November 22 22 בנובמבר November 23 23 בנובמבר November 24 24 בנובמבר November 25 25 בנובמבר November 26 26 בנובמבר November 27 27 בנובמבר November 28 28 בנובמבר November 29 29 בנובמבר November 3 3 בנובמבר November 30 30 בנובמבר November 4 4 בנובמבר November 5 5 בנובמבר November 6 6 בנובמבר November 7 7 בנובמבר November 8 8 בנובמבר November 9 9 בנובמבר November 9 in German history 9 בנובמבר בגרמניה November Group קבוצת נובמבר November observances קטגוריה:אירועים בחודש נובמבר November-class submarine הצוללות הגרעיניות מסדרת נובמבר Novembers Doom Novembers Doom Novgorod נובגורוד Novgorod Oblast נובגורוד Novgorod Republic קטגוריה:הרפובליקה הפאודלית של נובגורוד Novgorod Republic רפובליקת נובגורוד Novhorod-Siverskyi נובהורוד-סיוורסקי Novi Bečej נובי בצ'יי Novi Pazar נובי פאזאר Novi Sad נובי סאד Novi Sad קטגוריה:נובי סאד Novi Sad Liberty Bridge גשר החירות Novi Strilyshcha סצ'ליסקה נובה Novica Veličković נוביצה וליצ'קוביץ' Novik נוביק Novo Brdo נובו ברדו Novo Mesto נובו מסטו Novo Nordisk נובו נורדיסק Novo-Ogaryovo נובו-אוגריובו Novocherkassk נובוצ'רקסק Novocherkassk massacre אירועי הדמים בנובוצ'רקסק Novodevichy Cemetery בית העלמין נובודוויצ'יה Novodevichy Convent מנזר נובודוויצ'י Novodnistrovsk נובודניסטרובסק Novohrad-Volynskyi נובוהרד-וולינסקי Novokuznetsk נובוקוזנצק Novominsk חסידות נובומינסק Novomyrhorod נובומירהורוד Novorossiya המדינה הפדרלית של נובורוסיה Novorossiysk נובורוסיסק Novorossiysk קטגוריה:נובורוסיסק Novos Baianos Novos baianos Novosibirsk נובוסיבירסק Novosibirsk Metro הרכבת התחתית של נובוסיבירסק Novosibirsk Oblast נובוסיבירסק Novosibirsk Oblast קטגוריה:מחוז נובוסיבירסק Novosibirsk State University אוניברסיטת נובוסיבירסק Novospassky Bridge גשר נובוספאסקי Novospassky Monastery מנזר נובוספסקי Novotel נובוטל Novoukrainka נובואוקראינקה Novovolynsk נובו-וולינסק Novovoronezh Nuclear Power Plant תחנת הכוח הגרעינית נובווורונז' Novoye Vremya נובויה ורמיה Novum Organum נובום אורגנום והתחיה הגדולה Novus homo נובוס הומו Novuss סנוקר ים Novy God נובי גוד Novyi Buh נובי בוה Nováky נובקי Nové Zámky נובה זמקי Now Commons תבנית:גם בוויקישיתוף Now We Are Six אנחנו שנינו Now What?! Now What?! Now You Don't Now You See Him בא ונעלם Now You See Me האשליה Now You See Me 2 האשליה 2 Nowa Brzeźnica נובה בז'ז'ניצה Nowa Ruda נובה רודה Nowe Brzesko נובה בז'סקו Nowe Miasto נובה מיאסטו Nowe Miasto Lubawskie נובה מיאסטו Nowe Miasto nad Pilicą נובה מיאסטו על הפיליצה Nowhere Boy נער משום מקום Nowhere continuous function פונקציית דיריכלה Nowhere dense set קבוצה דלילה Nowhere in Africa אי שם באפריקה Nowhere-zero flow זרימה לא מתאפסת Nowiki תבנית:ללא קוד ויקי Nowrap תבנית:ללא גלישה Nowruz נורוז Nowy Dwór Mazowiecki נובידבור מזובייצקי Nowy Korczyn נובי קורצ'ין Nowy Sącz נובי סונץ' Nowy Targ נובי טארג Nowy Wiśnicz וישניצה Nowy Żmigród נובי ז'מיגרוד Nox נוקס Noy Alooshe נוי אלוש Noyan נויאן Noyon Cathedral קתדרלת נואיון Noémie Lenoir נעמי לנואה Noël Bernard נואל ברנרד Noël Coward נואל קאוורד Noël Martin נואל מרטין Nożyk Synagogue בית הכנסת נוז'יק Nreavan יוורי מוסווני Nrg800/Sandbox גן החיות של סן דייגו Nsumbu Mazuwa מזואה אנסומבו Nth root שורש של מספר Nu נו Nu Skin Enterprises נו סקין Nu metal נו-מטאל Nu metal קטגוריה:נו-מטאל Nu metal musical groups קטגוריה:להקות נו מטאל Nu metal songs קטגוריה:שירי נו מטאל Nu-Mixx Klazzics Nu-Mixx Klazzics Nu-Mixx Klazzics Vol. 2 Nu-Mixx Klazzics Vol. 2 Nuages gris עננים אפורים Nubia נוביה Nubia קטגוריה:נוביה Nubian Sandstone אבן חול נובית Nubian bustard חובה נובית Nubian giraffe ג'ירף נובי Nubian ibex יעל נובי Nubian pyramids פירמידות נוביות Nuchal scan בדיקת שקיפות עורפית Nuclear accidents and incidents קטגוריה:תאונות גרעיניות Nuclear chain reaction תגובת שרשרת גרעינית Nuclear chemistry כימיה גרעינית Nuclear disarmament פירוק נשק גרעיני Nuclear electromagnetic pulse פצצה אלקטרומגנטית Nuclear engineering הנדסה גרעינית Nuclear facilities in Iran תוכנית הגרעין האיראנית#מתקני גרעין Nuclear fallout נשורת גרעינית Nuclear fission ביקוע גרעיני Nuclear fission product ביקוע גרעיני#תוצרי הביקוע Nuclear football הפוטבול הגרעיני Nuclear fuel דלק גרעיני Nuclear fusion היתוך גרעיני Nuclear magnetic resonance תהודה מגנטית גרעינית Nuclear magneton מגנטון גרעיני Nuclear medicine רפואה גרעינית Nuclear physics פיזיקה גרעינית Nuclear physics קטגוריה:פיזיקה גרעינית Nuclear policy of the United States סביבה Nuclear power אנרגיה גרעינית Nuclear power debate התנגדות לאנרגיה גרעינית Nuclear power plant תחנת כוח גרעינית Nuclear power stations קטגוריה:תחנות כוח גרעיניות Nuclear power stations built in the Soviet Union קטגוריה:ברית המועצות: תחנות כוח גרעיניות Nuclear power stations in Russia קטגוריה:רוסיה: תחנות כוח גרעיניות Nuclear program of Iran קטגוריה:תוכנית הגרעין האיראנית Nuclear program of Iran תוכנית הגרעין האיראנית Nuclear reactor כור גרעיני Nuclear reactor core ליבת כור גרעיני Nuclear reactors קטגוריה:כורים גרעיניים Nuclear safety קטגוריה:טכנולוגיה גרעינית: בטיחות Nuclear submarine צוללת גרעינית Nuclear technology טכנולוגיה גרעינית Nuclear technology קטגוריה:טכנולוגיה גרעינית Nuclear technology by country קטגוריה:תוכניות גרעין לפי מדינה Nuclear technology in the United States קטגוריה:תוכנית הגרעין האמריקאית Nuclear test sites קטגוריה:נשק גרעיני: אתרי ניסויים Nuclear warfare מלחמה גרעינית Nuclear weapon נשק גרעיני Nuclear weapons קטגוריה:נשק גרעיני Nuclear weapons תבנית:נשק גרעיני Nuclear weapons and Israel מדיניות הגרעין של ישראל Nuclear weapons programme of the United Kingdom קטגוריה:תוכנית הגרעין הבריטית Nuclear weapons testing ניסוי בנשק גרעיני Nuclear weapons testing קטגוריה:נשק גרעיני: ניסויים Nuclear winter חורף גרעיני Nuclear-powered ships קטגוריה:כלי שיט בעלי הנעה גרעינית Nuclear-powered submarines קטגוריה:צוללות גרעיניות Nuclease נוקלאז Nucleation התגרענות Nucleic acid חומצת גרעין Nucleic acids קטגוריה:חומצות גרעין Nucleic acids תבנית:חומצות גרעין Nucleoid נוקלאואיד Nucleolus גרעינון Nucleon נוקליאון Nucleons קטגוריה:נוקליאונים Nucleophile נוקלאופיל Nucleophilic substitution התמרה נוקלאופילית Nucleoplasm נוקלאופלזמה Nucleoprotein נוקלאופרוטאין Nucleosome נוקלאוזום Nucleosynthesis נוקליאוסינתזה Nucleotide נוקלאוטיד Nucleus גרעין Nucleus accumbens גרעין האקומבנס Nuclide נוקליד Nude Nude Nude עירום Nude art קטגוריה:ציורי עירום Nude mouse עכבר ערום Nude photography צילום עירום Nudibranch חשופיות ים Nudity עירום Nudity קטגוריה:עירום Nuer people נואר Nuestra Señora de Loreto נואסטרה סניורה דה לורטו Nuestra Señora de Loreto and Santa Maria Mayor Santa Ana Jesuit Missions of the Guaranis: San Ignacio Mini המיסיונים הישועיים של הגוארני Nuestra Señora de Santa Ana נואסטרה סניורה דה סנטה אנה Nueva Esparta נואבה אספרטה Nueva Extremadura אקסטרמדורה החדשה Nueva canción נואבה קנסיון Nueva canción קטגוריה:נואבה קנסיון Nuevo Laredo נואבו לארדו Nuevo León נואבו לאון Nufar Edelman נופר אדלמן Nuge/betty בטי פרידן Nuisance מטרד ליחיד Nukaaka Coster-Waldau נוקאקה קוסטר-ולדאו Nuke ניוק Nukufetau נוקופטאו Nukulaelae נוקולאלאה Nukus נוקוס Nukuʻalofa נוקואלופה Null Null Null set קבוצה ממידה אפס NumBlk תבנית:מספור צדי Numa Pompilius נומה פומפיליוס Numantine War מלחמת נומנטיה Numbakrunch/Air and Power Museum תוכנית מרקורי Numbat נומבט Number מספר Number 1's Number 1's Number 57 משתמש:Number 57 Number Nine Research Laboratory מעבדת נובוריטו Number One מסע בין כוכבים: הסדרה המקורית - דמויות#מספר 1 Number One Observatory Circle מעגל מצפה הכוכבים מס' 1 Number line ציר המספרים Number sign סולמית Number systems תבנית:מערכות מספרים Number the Stars מונה מספר לכוכבים Number theorists קטגוריה:חוקרי תורת המספרים Number theory קטגוריה:תורת המספרים Number theory תורת המספרים Number-one singles in the United States תבנית:בילבורד הוט 100 Numberlink מספר קשור Numbers מספ7ים Numbers קטגוריה:מספרים Numbers Rabbah במדבר רבה Numbers station תחנות מספרים Numeral שמות מספרים Numeral system שיטת ספירה Numeral systems קטגוריה:שיטות ספירה Numeral systems תבנית:ספרות Numerals קטגוריה:ספרות Numerian נומריאנוס Numerical analysis אנליזה נומרית Numerical analysis קטגוריה:אנליזה נומרית Numerical aperture מפתח נומרי Numerical control Computer Numerical Control Numerical digit ספרה Numerical integration שיטות נומריות לחישוב אינטגרלים מסוימים Numerical stability יציבות נומרית Numero sign סימן נומרו Numerology נומרולוגיה Numerus clausus נומרוס קלאוזוס Numidia נומידיה Numidians נומידים Numididae קטגוריה:פניניתיים Numismatics נומיסמטיקה Numonyx נומוניקס Nunatak נונאטאק Nunavik נונאוויק Nunavut נונאווט Nunavut קטגוריה:נונאווט Nunavut Alert אלרט Nunavut Eureka יוריקה Nunc dimittis נונק דימיטיס Nunchaku נונצ'קו Nuno Gomes נונו גומש Nuoro נואורו Nupedia נופדיה Nuphar lutea נופר צהוב Nur Fettahoğlu נור פטהאולו Nur Mountains הרי נור Nur-eldeen Masalha נור מסאלחה Nuraghe נוראגה Nuragic civilization תרבות נוראגית Nureddin Mahmud נור א-דין מחמוד Nureddin al-Atassi נור א-דין אל-אתאסי Nuremberg נירנברג Nuremberg קטגוריה:נירנברג Nuremberg Code קוד נירנברג Nuremberg Laws חוקי נירנברג Nuremberg trials משפטי נירנברג Nuremberg trials קטגוריה:משפטי נירנברג Nurg/Template:Continents of the world תבנית:יבשות Nuri al-Said נורי א-סעיד Nuri Şahin נורי שאהין Nuriel נוריאל Nurikabe נוריקבה Nurit נורית Nurit Galron נורית גלרון Nurit Hirsh נורית הירש Nurit Kedar נורית קידר Nurit Koren נורית קורן Nurit Peled-Elhanan נורית פלד-אלחנן Nurit Yarden נורית ירדן Nurit Zarchi נורית זרחי Nurith Aviv נורית אביב Nurith Gertz נורית גרץ Nurlan Balgimbayev נור-לן באלגימבייב Nurofen נורופן Nurse Betty האחות בטי Nurse Jackie האחות ג'קי Nurse uniform מדי אחות Nursery Cryme Nursery Cryme Nursery web spider ענבלניים Nurses קטגוריה:אחים ואחיות Nursing סיעוד Nursing קטגוריה:סיעוד Nursing bra חזיית הנקה Nursultan Nazarbayev נורסולטן נזרבייב Nurzhol Boulevard שדרות המים הירוקים Nusach Ari נוסח האר"י Nusach Ashkenaz נוסח אשכנז Nusach Sefard נוסח ספרד Nusachs קטגוריה:נוסחי התפילה ביהדות Nusaybin נציבין Nuseirat Camp נוסייראת NussPoyava/sandbox שארקו-מארי-טות Nussbaum נוסבאום Nut אגוז Nut נות Nutella נוטלה Nuthatch סיטיים Nuthatches קטגוריה:סיטיים Nutmeg אגוז מוסקט Nutrient חומרי מזון Nutrition קטגוריה:תזונה Nutrition תזונה Nutritional anemias קטגוריה:אנמיות תזונתיות Nutritional deficiencies קטגוריה:חסכים תזונתיים Nutritionists קטגוריה:תזונאים Nuuk נואוק Nuvoton נובוטון טכנולוגיות Nuweiba נואיבה Nuyos/sandbox2 היסטוריה של קוריאה הדרומית Nuyos/sandbox3 קוריאה הדרומית Nuzhat Katzav נוזהת קצב Nuzi נוזי Nvidia NVIDIA Nvidia Shadowplay Nvidia Shadowplay Nwankwo Kanu נוואנקוו קאנו Nwbeeson/sandbox המיספירה#חצי הכדור המערבי Ny-Ålesund נו אלסון Nya Parken ניה פארק Nyala קודו ניאלה Nyctaginaceae קטגוריה:לילניים Nyctalopia עיוורון לילה Nycteridae לילניים Nyctibatrachidae ניקטיבטריכיים Nyctinasty ניקטינסטיה Nyctophobia ניקטופוביה Nylon ניילון Nymph נימפה Nymphaea נימפאה Nymphaea alba נימפאה לבנה Nymphaea caerulea נימפאה כחולה Nymphaeaceae נופריים Nymphaeales קטגוריה:נופריים Nymphaeum נימפאום Nymphalidae קטגוריה:נימפיתיים Nymphes des bois נימפות היער Nymphomaniac נימפומנית Nymphs קטגוריה:נימפות Nynorsk נורווגית חדשה Nyon ניון Nyotaimori ניוטאימורי Nyquist נייקוויסט Nyquist ISI criterion קריטריון נייקוויסט ל-ISI Nyquist frequency תדר נייקוויסט Nyquist plot דיאגרמת נייקוויסט Nyquist–Shannon sampling theorem תורת הדגימה Nyree Dawn Porter ניירי דון פורטר Nyssorhynchus Plasmodium Nystagmus ניסטגמוס Nyx ניקס Nyíregyháza נירג'האזה Nz5d.jpg תמונה:EdHillaryonNZfiver.jpg Nzoia River נזויה Nájera נאחרה Nâdiya נאדיה Nâzım Hikmet נאזים חכמת Nærøyfjord נרייפיורד Néstor Gorosito נסטור גורוסיטו Néstor Kirchner נסטור קירשנר Nílton Santos נילטון סנטוס Nîmes נים Nîmes Olympique players קטגוריה:כדורגלני נים Nógrád County נוגראד Nólsoy נולסוי Númenor נומנור Nürburgring נורבורגרינג Nürnberg נירנברג Nüshu script כתב נושו Nüwa נו'וה Nāga נאגה Năvodari נבודאר O O O או O Canada המנון קנדה O Canada! הו קנדה! O Captain! My Captain! הו רב חובל O Compatriots Arise המנון ניגריה O Fortuna או פורטונה O Jerusalem ירושלים ירושלים O Jerusalem! ירושלים ירושלים O Voices of Rhodesia Rise המנון רודזיה O mio babbino caro או מיו בבינו קארו O'Brien או'בריאן O'Connell Street רחוב או'קונל O'Connor או'קונור O'Donnell אודונל O'Hare International Airport נמל התעופה שיקגו או'הייר O'Higgins או'היגינס O'Higgins/San Martín Lake אגם סן מרטין O'Keeffe או'קיף O'Neill אוניל O'Neill cylinder גליל אוניל O'Reilly או'ריילי O'Shaughnessy Dam סכר אושונסי O'nyong'nyong virus O'nyong-nyong virus O-Jung.Ban.Hap. 'O' - Jung.Ban.Hap O-type main-sequence stars קטגוריה:כוכבי הסדרה הראשית מסוג O O. Henry או. הנרי O. Henry Award פרס או. הנרי O. Henry Award winners קטגוריה:זוכי פרס או. הנרי O. Kobo עודד קובו O. Mayo או.ג'יי. מאיו O. Simpson או. ג'יי. סימפסון O. Tambo International Airport נמל התעופה הבינלאומי או.אר טאמבו O.C. O.C. O2 O2 O2 Arena O2 ארנה O3b O3b OAuth OAuth OB אוב OB West OB West OCB mode OCB OCLC Online Computer Library Center ODA אודה ODESSA ODESSA OECD Anti-Bribery Convention אמנה נגד שוחד של הארגון לשיתוף פעולה ולפיתוח כלכלי OECD iLibrary ספריית הארגון לשיתוף פעולה ולפיתוח כלכלי OEIS תבנית:OEIS OFC Nations Cup גביע אוקיאניה לאומות OFC Nations Cup קטגוריה:אליפויות אוקיאניה בכדורגל OFC Sliven 2000 players קטגוריה:כדורגלני סליבן 2000 OFC Women's Nations Cup אליפות אוקיאניה בכדורגל נשים OFI Crete F.C. OFI כרתים OFI Crete players קטגוריה:כדורגלני OFI כרתים OFK Beograd OFK בלגרד OFK Beograd players קטגוריה:כדורגלני OFK בלגרד OFK Beograd.svg קובץ:OFK Beograd svg.png OG אוג OGC Nice ניס OGC Nice players קטגוריה:כדורגלני ניס OGLE-2005-BLG-390Lb OGLE-2005-BLG-390Lb OH Metropolitan Statistical Area Toledo המטרופולין של טולידו OK או. קיי. OK Computer OK Computer OK Kosher Certification OK OKB המשרד לתכנון ניסויי OKBot משתמש:OKBot OKK Beograd אוקק בלגרד OLED OLED OMON אומו"ן OMX תבנית:OMX ONE ONE OPEC אופ"ק OPEC תבנית:אופ"ק OPKO Health אופקו הלת' ORA אורה ORT Braude College of Engineering המכללה האקדמית להנדסה אורט בראודה ORT Israel אורט ישראל OS X MacOS OS/2 OS/2 OS/360 and successors OS/360 OS/390 OS/390 OSCAR OSCAR OSH אוש OSI model מודל ה-OSI OSI model תבנית:OSI OSI protocols קטגוריה:מודל ה-OSI OSIRIS-REx אוסיריס-רקס OSx86 הקינטוש OTO Melara 76 mm תותח אוטו מלרה 76 מ"מ OTR-21 Tochka OTR-21 טוצ'קה OTR-23 Oka OTR-23 אוקה OTRS received תבנית:אישור OVirt OVirt OXO OXO OZET אוזט Oahu אואהו Oahu קטגוריה:אואהו Oak אלון Oak חבית יין Oak of Mamre אשל אברהם Oakland אוקלנד Oakland Athletics אוקלנד אתלטיקס Oakland Raiders אוקלנד ריידרס Oar משוט Oases קטגוריה:נאות מדבר Oasis אואזיס Oasis נווה מדבר Oasis קטגוריה:אואזיס Oasis-class cruise ship אוניות התענוגות מסדרת אואזיס Oat שיבולת-שועל Oath שבועה Oath More Judaico שבועת היהודים Oath of allegiance טקס השבעה צבאי Oath of citizenship הצהרת נאמנות Oath of the Horatii שבועת האחים ההוראטים Oatmeal שבבי שיבולת שועל Oaxaca אואחאקה Oaxaca City אואחאקה Ob River אוב Ob-La-Da Ob-La-Di Ob-La-Da Ob-La-Di Obadiah עובדיה Obadiah עובדיהו Obadiah ben Abraham Bartenura עובדיה מברטנורא Obadiah ben Jacob Sforno עובדיה ספורנו Obadiah the Proselyte עובדיה הגר Obafemi Martins אובפמי מרטינס Obama אובמה Obama Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ברק אובמה Obbligato אובליגטו Obdormition אובדורמישן Obdulio Varela אובדוליו וארלה Obed עובד Obed-Edom עובד אדום הגתי Obeid עובייד Obelerio degli Antenori אובלריו אנטנוראו Obeliai אובלאי Obelisco de Buenos Aires האובליסק של בואנוס איירס Obelisk אובליסק Obelisk of São Paulo האובליסק של סאו פאולו Obelisk of Theodosius אובליסק תאודוסיוס Obelisks קטגוריה:אובליסקים Oben am jungen Rhein המנון ליכטנשטיין Ober Ost אובר אוסט Oberaletsch Glacier אובראלטש Oberammergau אובראמרגאו Oberegg District אובראג Obergefell Hodges פסק דין אוברגפל נגד הודג'ס Oberhausen אוברהאוזן Oberkommando der Wehrmacht הפיקוד העליון של הוורמאכט Oberkommando des Heeres OKH Oberlander Jews יהדות אוברלנד Oberlin Conservatory of Music קונסרבטוריון אוברלין Obernai אוברנה Oberoi Trident אוברוי טריידנט Oberon אוברון Oberst/movie theater בית קולנוע Obersulm אוברסולם Oberto אוברטו Obertyn אוברטין Oberwart אוברוורט Oberá אוברה Obesity השמנת יתר חולנית ObfuscatePenguin/Sandbox הרכבת התחתית של ברלין Obi אובי Obi-Wan Kenobi אובי ואן קנובי Obie Award פרס אובי Obie Award recipients קטגוריה:זוכי פרס אובי Obie Trice אובי טרייס Obiter dictum אוביטר Obituary אוביטוארי Obituary מודעת אבל Obituary-Cause of death.jpg תמונה:Obituary cause of death.jpg Object אובייקט Object מושא Object Linking and Embedding OLE Object database בסיס נתונים מונחה-עצמים Object lifetime Copy constructor Object relations theory תאוריית יחסי אובייקט Object-oriented programming קטגוריה:תכנות מונחה-עצמים Object-oriented programming תכנות מונחה-עצמים Object-oriented programming languages קטגוריה:שפות תכנות מונחות עצמים Object-relational mapping מיפוי אובייקטי-רלציוני Objections to evolution התנגדויות לתורת האבולוציה Objective אובייקטיב Objective-C Objective-C Objectivism אובייקטיביזם Objectivity אובייקטיביות Oblast אובלסט Oblasts of Russia מחוזות Oblasts of Ukraine מחוזות אוקראינה Oblasts of Ukraine קטגוריה:אוקראינה: מחוזות Obligate anaerobe אל-אווירניים אובליגטוריים Oblivion אבדון Oblivious transfer העברה עלומה Oblomov אובלומוב Obodas I עבדת הראשון Oboe אבוב Oboe d'amore אבוב ד'אמורה Oboe da caccia אבוב ציד Oboists קטגוריה:אבובנים Obol אובול Oboth אובות ObscureReality/sandbox חיל האוויר הטורקי Obscured by Clouds Obscured by Clouds Observable universe היקום הנצפה Observances by month קטגוריה:אירועים לפי חודשים Observation תצפית Observation balloon בלון תצפית Observational astronomy קטגוריה:אסטרונומיה תצפיתית Observer effect אפקט הצופה Observer pattern תבנית צופה Observer-expectancy effect הטיית הנסיין Obsession אובססיה Obsessive–compulsive disorder הפרעה טורדנית-כפייתית Obsessive–compulsive personality disorder הפרעת אישיות טורדנית-כפייתית Obsidian אובסידיאן Obsidian Cliff צוק האובסידיאן Obsidian hydration dating תיארוך אובסידיאן באמצעות מיום Obsolete occupations קטגוריה:מקצועות עבר Obsolete scientific theories קטגוריה:תאוריות מדעיות ארכאיות Obstetric ultrasonography בדיקת אולטרה סאונד להיריון Obstetrics מיילדות Obstruction of justice שיבוש מהלכי משפט Obstruent עיצורים סותמים Obtained Enslavement Obtained Enslavement Obwalden אובוולדן Obwalden קטגוריה:אובוולדן Obzor אובזור Ocaasi/chiro כירופרקטיקה Ocampa אוקמפה Ocarina אוקרינה Occam's razor תערו של אוקאם Occasionalism אוקזיונליזם Occidentalism מערבנות Occipital bone עצם העורף Occipital lobe האונה העורפית Occipital nerve stimulation גירוי עצבי עורפי Occitan language אוקסיטנית Occitan language קטגוריה:אוקסיטנית Occitan literature קטגוריה:ספרות אוקסיטנית Occlusion סגר Occult תורת הנסתר Occultation הסתרה Occupation 101 כיבוש 101 Occupation of Araucanía כיבוש אראוקניה Occupation of German Samoa כיבוש סמואה הגרמנית Occupation of Japan יפן בתקופת הכיבוש האמריקאי Occupation of the Baltic states כיבוש המדינות הבלטיות Occupation of the Gaza Strip by Egypt רצועת עזה תחת שלטון מצרים Occupational medicine רפואה תעסוקתית Occupational safety and health בטיחות וגיהות בתעסוקה Occupational safety and health קטגוריה:בטיחות וגיהות בתעסוקה Occupational stress לחץ בעבודה Occupational therapist ריפוי בעיסוק Occupational therapy קטגוריה:ריפוי בעיסוק Occupational therapy ריפוי בעיסוק Occupations קטגוריה:מקצועות Occupations in music קטגוריה:מקצועות מוזיקליים Occupied Japan קטגוריה:שלטון הכיבוש של בעלות הברית ביפן Occupy Nigeria השביתה הכללית בניגריה בינואר 2012 Occupy Wall Street כיבוש וול סטריט Occupy movement תנועת אוקיופיי Ocean אוקיינוס Ocean Colour Scene אושן קולור סין Ocean current זרם ים Ocean currents קטגוריה:זרמי ים Ocean sunfish דג השמש Ocean's 11 האחד עשר של דני אושן Ocean's Eleven אושן 11 Ocean's Kingdom Ocean's Kingdom Ocean's Thirteen אושן 13 Ocean's Twelve אושן 12 Oceanhorn: Monster of Uncharted Seas Oceanhorn: Monster of Uncharted Seas Oceania אוקיאניה Oceania קטגוריה:אוקיאניה Oceania Football Confederation קונפדרציית הכדורגל של אוקיאניה Oceania Footballer of the Year כדורגלן השנה באוקיאניה Oceania Nations Cup תבנית:גביע אוקיאניה לאומות Oceania stubs קטגוריה:קצרמר אוקיאניה Oceanian coats of arms קטגוריה:אוקיאניה: סמלים Oceanian culture קטגוריה:תרבות אוקיאניה Oceanian national association football teams קטגוריה:נבחרות כדורגל אוקייניות Oceanic climate אקלים ימי Oceanic dolphin דולפיניים Oceanic dolphins קטגוריה:דולפיניים Oceanic whitetip shark כריש ארך-גף Oceanid אוקיינידים Oceanids קטגוריה:אוקיינידים Oceanographers קטגוריה:אוקיינוגרפים Oceanography אוקיינוגרפיה Oceanography קטגוריה:אוקיינוגרפיה Oceans קטגוריה:אוקיינוסים Oceanus אוקיינוס Oceanus Procellarum אוקיינוס הסערות Ocellated crake רלית אוצלוטית Ocellated turkey תרנגול הודו עינוני Ocelot אוצלוט Ochakiv אוצ'קיב Ochamchira District אוצ'מצ'ירה Ochamchire אוצ'מצ'ירה Ochlocracy אוכלוקרטיה Ocho-Kochi אוצ'וקוצ'י Ochre אוכרה Ochroma בלזה Ochs אוקס Ocimum ריחן Octagon מתומן Octahedron תמניון Octal בסיס אוקטלי Octane אוקטאן Octane rating מספר אוקטן Octans אוקטנט Octatonic scale סולם מוקטן Octav Botnar אוקטב בוטנר Octavarium Octavarium Octave אוקטבה Octave Mirbeau אוקטב מירבו Octavia Butler אוקטביה באטלר Octavia Spencer אוקטביה ספנסר Octavia the Younger אוקטביה Octavian Goga אוקטביאן גוגה Octavio Paz אוקטביו פס Octet אוקטט Octet rule כלל האוקטט October אוקטובר October קטגוריה:אוקטובר October 1 1 באוקטובר October 10 10 באוקטובר October 11 11 באוקטובר October 12 12 באוקטובר October 13 13 באוקטובר October 14 14 באוקטובר October 15 15 באוקטובר October 16 16 באוקטובר October 17 17 באוקטובר October 18 18 באוקטובר October 19 19 באוקטובר October 2 2 באוקטובר October 20 20 באוקטובר October 2000 events אירועי אוקטובר 2000 October 21 21 באוקטובר October 22 22 באוקטובר October 22 Scud missile attack מתקפת טילי הסקאד במלחמת יום הכיפורים October 23 23 באוקטובר October 24 24 באוקטובר October 25 25 באוקטובר October 26 26 באוקטובר October 27 27 באוקטובר October 28 28 באוקטובר October 29 29 באוקטובר October 3 3 באוקטובר October 30 30 באוקטובר October 31 31 באוקטובר October 4 4 באוקטובר October 5 5 באוקטובר October 6 6 באוקטובר October 7 7 באוקטובר October 8 8 באוקטובר October 9 9 באוקטובר October Crisis משבר אוקטובר October Manifesto מנשר אוקטובר October Revolution מהפכת אוקטובר October Sky שמי אוקטובר October Surprise conspiracy theory תאוריית הקשר על הפתעת אוקטובר October incident תקרית אוקטובר October observances קטגוריה:אירועים בחודש אוקטובר October: Ten Days That Shook the World אוקטובר Octodontidae אוקטודוניים Octonion אוקטוניונים Octopodidae קטגוריה:תמנוניים Octopus תמנונאים Octopus wrestling היאבקות בתמנונים Octopus's Garden Octopus's Garden Octopuses קטגוריה:תמנונאים Octopussy אוקטופוסי Ocular neoplasia קטגוריה:גידולים ממאירים בעין Oculocardiac reflex רפלקס אוקולו-קרדיאלי Oculomotor nerve העצב מניע העיניים Oculomotor nerve palsy שיתוק העצב השלישי Oculoplastics אוקולופלסטיקה Oculus אוקולוס Oculus השער Oculus Rift אוקולוס ריפט Ocyceros קלאו אפור Ocypode cursor חולון החוף Od Yosef Chai ישיבת עוד יוסף חי Od ani holeh עוד אני הולך Oda Nobunaga אודה נובונאגה Odaiba אודאיבה Odalisque אודליסק Odd Bull אוד בול Odd-toed ungulate מפריטי פרסה Odd-toed ungulates קטגוריה:מפריטי פרסה Odds & Ends Odds and ends Odds BK אוד גרינלנד Odds BK players קטגוריה:כדורגלני אוד גרינלנד Odds and evens זוג או פרט Odds ratio יחס הסיכויים Oddworld: Abe's Oddysee עולם מוזר: האודיסיאה של אייב Ode אודה Ode for the Birthday of Queen Anne אודה ליום הולדתה של המלכה אנה Ode to Joy האודה לשמחה Oded עודד Oded Balilty עודד בלילטי Oded Baloush עודד בלוש Oded Brigade חטיבת עודד Oded Burla עודד בורלא Oded Elkayam עודד אלקיים Oded Fehr עודד פהר Oded Forer עודד פורר Oded Gavish עודד גביש Oded Golan עודד גולן Oded Goldreich עודד גולדרייך Oded Kattash עודד קטש Oded Kotler עודד קוטלר Oded Liphshitz עודד ליפשיץ Oded Machnes עודד מכנס Oded Menashe עודד מנשה Oded Schramm עודד שרם Oded Zehavi עודד זהבי Odedee User:Odedee Odelay Odelay Odem אודם Oden אודן Odense אודנזה Odense Boldklub אודנזה בולדקלאב Odense Boldklub players קטגוריה:כדורגלני אודנזה בולדקלאב Oder אודר Oder–Neisse line קו אודר-נייסה Odessa אודסה Odessa קטגוריה:אודסה Odessa Committee הוועד האודסאי Odessa Oblast אודסה Odessa Oblast קטגוריה:מחוז אודסה Odessa Oblast Balta באלטה Odessa Oblast Savran סאווראן Odessa Soviet Republic הרפובליקה הסובייטית של אודסה Odessa pogroms פוגרומי אודסה Odetta אודטה Odette Annable אודט אנאבל Odeya Rush אודיה רש Odia language אורייה Odigo Messenger אודיגו Odilo Globocnik אודילו גלובוצניק Odilon Redon אודילון רדון Odin אודין Odinani איגבו#מיתולוגיה Odion Ighalo אודיון איגהלו Odisha אודישה Odisha קטגוריה:אוריסה Odnoklassniki Odnoklassniki.ru Odo אודו Odo of France מלך צרפת אודו Odoacer אודואקר Odocoileus אייל פרדי Odonata קטגוריה:שפיראים Odonata שפיראים Odontobatrachus אודונטובטרכיים Odontognathae עופות בעלי שיניים Odontophoridae קטגוריה:שלווים אמריקניים Odontophrynidae אודונטופריניים Odor ריח Odori ebi אודורי אבי Odra Wodzisław אודרה וודז'יסלאב Oduvan/first page ריינר ורנר פסבינדר Odysseas Elytis אודיסאוס אליטיס Odysseus אודיסאוס Odyssey אודיסיאה Odyssey: The Definitive Collection Odyssey: The Definitive Collection Odzrkhe אודזרחה Odéon-Théâtre de l'Europe אודיאון Oe Ө Oebalus אויבלוס Oecusse District אוקוסי-אומנו Oedipoda עפרן Oedipus אדיפוס Oedipus at Colonus אדיפוס בקולונוס Oedipus complex תסביך אדיפוס Oedipus the King אדיפוס המלך Oenomaus אוינומאוס Oenomaus אנומאנוס Oenopides אוינופידיס Oenopion אוינופיון Oenothera נר-הלילה החופי Oenothera rosea נר-הלילה הוורוד Oenpelli python פיתון אונפלי Oerlikon 20 mm cannon תותח אורליקון Of Lucifer and Lightning Of Lucifer and Lightning Of Mice and Men של עכברים ואנשים Of Monsters and Men אוף מונסטרס אנד מן Of Thee I Sing בשבילך אני שר Ofakim אופקים Ofakim Hadashim אופקים חדשים Ofakim Railway Station תחנת הרכבת אופקים Ofanto אופנטו Ofcom רשות התקשורת הבריטית Ofek אופק Ofek j משתמש:ofek j Ofek unit יחידת אופק Ofekalef משתמש:Ofekalef Ofeq אופק Ofer עופר Ofer Bar-Yosef עופר בר-יוסף Ofer Ben-Amots עופר בן-אמוץ Ofer Brothers Group קבוצת האחים עופר Ofer Feldman עופר פלדמן Ofer Gabber עופר גאבר Ofer Grosbard עפר גרוזברד Ofer Hugi עופר חוגי Ofer Lellouche עופר ללוש Ofer Nimrodi עופר נמרודי Ofer Prison בית סוהר עופר Ofer Shechter עפר שכטר Ofer Shelah עפר שלח Ofer Shitrit עופר שטרית Ofer Talker עופר טלקר Ofer Verta עופר ורטה Off White Lies אורחים לרגע Off our backs Off our backs Off the Wall Off the Wall Off the derech יציאה בשאלה Off-Broadway אוף ברודוויי Off-road vehicle רכב שטח Off-the-Record Messaging Off-the-Record Messaging Offa of Mercia אופה האדיר Offal חלקי פנים Offal קטגוריה:חלקי פנים Offenbach אופנבך Offenbach am Main אופנבך Offenburg אופנבורג Offender profiling פרופילאות פלילית Offense התקפה Offensive התקפה Offer Mizrahi עופר מזרחי Offer Nissim עופר ניסים Offer and acceptance הצעה Offering circular זיכרון דברים Office אופיס Office משרד Office 365 Office 365 Office Depot אופיס דיפו Office Online Office Online Office Open XML Office Open XML Office buildings קטגוריה:בנייני משרדים Office chair כיסא משרדי Office equipment קטגוריה:ציוד משרדי Office for Democratic Institutions and Human Rights הארגון לביטחון ולשיתוף פעולה באירופה#המשרד למוסדות דמוקרטיים וזכויות אדם Office of Management and Budget משרד הניהול והתקציב Office of Strategic Services המשרד לשירותים אסטרטגיים Office of the Chief Scientist המדען הראשי במשרד הכלכלה Office supplies ציוד משרדי Officer קצין Officers of the Order of Australia קטגוריה:מסדר אוסטרליה: מפקדים Officers of the Order of the British Empire קטגוריה:קצינים במסדר האימפריה הבריטית Official שופט Official Charts Company חברת המצעדים הרשמית Official language שפה רשמית Official residences קטגוריה:מעונות רשמיים Official residences in France קטגוריה:צרפת: מעונות רשמיים Official residences in Israel קטגוריה:ישראל: מעונות רשמיים Official residences in the United Kingdom קטגוריה:בריטניה: מעונות רשמיים Official residences in the United States קטגוריה:ארצות הברית: מעונות רשמיים Official website תבנית:אתר רשמי Officiers of the Légion d'honneur קטגוריה:קצינים בלגיון הכבוד OffsBlink user:OffsBlink Offset printing דפוס אופסט Offshore drilling קידוח ימי Offshoring אוף-שורינג Offside נבדל Offspring אהבה מלידה Ofir Akunis אופיר אקוניס Ofir Davidzada אופיר דוידזאדה Ofir Haim אופיר חיים Ofir Kriaf אופיר קריאף Ofir Lobel אופיר לובל Ofir Marciano אופיר מרציאנו Ofir Mizrahi אופיר מזרחי Ofira אופירה Ofira Air Battle קרב האוויר הראשון במלחמת יום הכיפורים Ofira Henig אופירה הניג Ofira Navon אופירה נבון Oforia עופר דיקובסקי Ofra עפרה Ofra Harnoy עופרה הרנוי Ofra Haza עפרה חזה Ofra Haza albums קטגוריה:אלבומי עפרה חזה Ofra Strauss עפרה שטראוס Oftringen אופטרינגן Ofu-Olosega אופו-אולוסגה Og עוג מלך הבשן Ogaden אוגדן Ogaden National Liberation Front החזית לשחרור לאומי של אוגאדן Ogaden War מלחמת אוגדן Ogata Kōrin אוגטה קורין Ogden אוגדן Ogden Nash אוגדן נאש Ogden Reid אוגדן ריד Ogg Ogg Oggy and the Cockroaches אוגי והמקקים Oghuz אוגוז Oghuz Turks אוע'וז Ogilby's duiker צביון אוגילבי Ogilvie syndrome תסמונת אוגילבי Ogive אוגיב Oglio אוליו Ogmios אוגמיוס Ogonek זנבון Ogoniok אוגוניוק Ogopogo אוגופוגו Ogre עוג Oguchi Onyewu אוגוצ'י אוניאו Ogulin אוגולין Oh Land או לנד Oh Love Oh Love Oh My Goddess! Oh My Goddess! Oh Patria Salve המנון אקוודור Oh What a Circus Oh What a Circus Oh! Darling Oh! Darling Oh-My-God particle חלקיק OMG Ohad אהד אשכנזי Ohad אוהד Ohad Cohen אוהד כהן Ohad Kadousi אוהד קדוסי Ohad Knoller אוהד קנולר Ohad Levita אוהד לויטה Ohad Meromi אוהד מרומי Ohad Moskowitz אוהד מושקוביץ Ohad Naharin אוהד נהרין Ohad.cohen משתמש:Ohad.cohen Ohalo אוהלו 2 Ohalo College מכללת אוהלו Ohana אוחנה Ohel אוהל Ohel אוהל הרבי מליובאוויטש Ohel Leah Synagogue בית הכנסת אהל לאה Ohel Moshe אוהל משה Ohel Rachel Synagogue בית הכנסת אוהל רחל Ohel Shem אהל שם Ohel Theater אהל Ohel Yitzchak Synagogue בית הכנסת אוהל יצחק Ohi Day יום האוחי Ohio אוהיו Ohio קטגוריה:אוהיו Ohio Akron אקרון Ohio Buildings and structures in Cincinnati קטגוריה:סינסינטי: מבנים Ohio Buildings and structures in Cleveland קטגוריה:קליבלנד: מבנים Ohio Cincinnati קטגוריה:סינסינטי Ohio Cleveland קטגוריה:קליבלנד Ohio Columbus קולומבוס Ohio Columbus קטגוריה:קולומבוס Ohio Cuyahoga County מחוז קויאהוגה Ohio Dayton דייטון Ohio Glendale גלנדייל Ohio Jerusalem ג'רוזלם Ohio Key אוהיו קי Ohio Lakewood לייקווד Ohio Lorain לוריין Ohio Lucas County מחוז לוקאס Ohio Mansfield מנספילד Ohio Orange אורנג' Ohio Parma פארמה Ohio River אוהיו Ohio Sports in Cleveland קטגוריה:קליבלנד: ספורט Ohio Springfield ספרינגפילד Ohio State Buckeyes men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של אוהיו Ohio State Reformatory מתקן מנספילד Ohio State University אוניברסיטת המדינה של אוהיו Ohio State University קטגוריה:אוניברסיטת המדינה של אוהיו Ohio State University faculty קטגוריה:סגל אוניברסיטת המדינה של אוהיו Ohio Toledo טולידו Ohio Youngstown ינגסטאון Ohio counties קטגוריה:אוהיו: מחוזות Ohio culture קטגוריה:אוהיו: תרבות Ohio-class submarine הצוללות הגרעיניות מסדרת אוהיו Ohlsdorf Cemetery בית הקברות אולסדורף Ohm אוהם Ohm's law חוק אוהם Ohmmeter מד התנגדות Oholah and Oholibah אהלה ואהליבה Oholiab אהליאב בן אחיסמך Oholot מסכת אהלות Ohr Avner Foundation אור אבנר Ohr ha-Chaim Synagogue בית הכנסת אור החיים Ohrdruf concentration camp מחנה הריכוז אוהרדרוף Ohrid אוחריד Ohrid "St. Paul the Apostle" Airport נמל התעופה אוחריד Ohrid Agreement הסכם אוחריד Ohscott9/sandbox אלדול Oi Va Voi אוי ואבוי Oiapoque אויאפוקי Oier Olazábal אוייר אולסאבל Oil שמן Oil Refineries בתי זיקוק לנפט Oil and gas companies of Israel קטגוריה:חברות דלק וגז בישראל Oil companies קטגוריה:חברות נפט Oil drop experiment ניסוי מיליקן Oil field שדה נפט Oil fields קטגוריה:שדות נפט Oil lamp מנורת שמן Oil ministers of Iran קטגוריה:שרי הנפט של איראן Oil painting צבע שמן Oil pastel פסטל שמן Oil pipelines קטגוריה:צינורות נפט Oil platform אסדת קידוח Oil production and smuggling in ISIL ייצור והברחת נפט במדינה האסלאמית Oil reserves עתודות הנפט המוכחות Oil sands חולות זפת Oil shale פצלי שמן Oil spill זיהום נפט Oil spills קטגוריה:דליפות נפט Oil tanker מכלית נפט Oil wrestling היאבקות בשמן זית Oilbird גואשרו Oiran אויראן Oireachtas אירכטס Oise אואז Oise Chantilly שנטילי Oistins אויסטינס Oizé ואזה Ojoceratops אוחוצרטופס Ojos del Salado אוחוס דל סלאדו Oka אוקה Oka Crisis משבר אוקה Oka River אוקה Okafor אוקפור Okakura Kakuzō אוקאקורה קאקוזו Okan Yalabık אוקאן ילביק Okapi אוקאפי Okapi Aalstar אוקפי אלסטר Okapi Wildlife Reserve שמורת אוקאפי Okavango Delta דלתת האוקבנגו Okayama Prefecture אוקיאמה Okazaki fragments מקטעי אוקזקי Okean Elzy אוקיאן אלזי Oket.hoxha/Prishtina3 פרישטינה Oketz Unit יחידת עוקץ Okhotsk אוחוצק Okhotsk Plate לוח אוחוצק Okhrana אוכרנה Okhtyrka אוחטירקה Okina תבנית:Okina Okinawa Churaumi Aquarium צ'ראומי Okinawa Ginowan גינוואן Okinawa International University אוניברסיטת אוקינאווה Okinawa Island אוקינאווה Okinawa Islands קטגוריה:אוקינאווה Okinawa Miyakojima מיאקוג'ימה Okinawa Plate לוח אוקינאווה Okinawa Prefecture אוקינאווה Okinawa Zamami זמאמי Okko Kamu אוקו קאמו Oklahoma אוקלהומה Oklahoma קטגוריה:אוקלהומה Oklahoma תבנית:אוקלהומה Oklahoma Broken Arrow ברוקן ארו Oklahoma City אוקלהומה סיטי Oklahoma City Blue אוקלהומה סיטי בלו Oklahoma City Thunder אוקלהומה סיטי ת'אנדר Oklahoma City Thunder head coaches קטגוריה:מאמני אוקלהומה סיטי ת'אנדר Oklahoma City Thunder players קטגוריה:כדורסלני אוקלהומה סיטי ת'אנדר Oklahoma City bombing הפיגוע באוקלהומה סיטי Oklahoma Edmond אדמונד Oklahoma Lawton לוטון Oklahoma Norman נורמן Oklahoma Sooners men's basketball players קטגוריה:כדורסלני אוניברסיטת אוקלהומה Oklahoma State Cowboys basketball players קטגוריה:כדורסלני אוניברסיטת המדינה של אוקלהומה Oklahoma Tulsa טלסה Oklahoma! אוקלהומה! Oklo אוקלו Okonomiyaki אוקונומיאקי Okra במיה Okrzeja אוקשיה Oksana Baiul אוקסנה באיול Oktoberfest אוקטוברפסט Okun אוקון Okuniew אוקונייב Okurigana אוקוריגאנה Ol Doinyo Lengai אול דויניו לנגאי Ol' Blue Eyes Is Back Ol' Blue Eyes Is Back Ola אולה Ola Cabs אולה Ola John אולה ג'ון Ola Ullsten אולה אולסטן Olaf אולף Olaf Guthfrithson מלך דבלין אולף השלישי Olaf I of Denmark מלך דנמרק אולף הראשון Olaf II of Denmark מלך דנמרק אולף השני Olaf II of Norway מלך נורווגיה אולף השני Olaf III of Norway מלך נורווגיה אולף השלישי Olaf Magnusson of Norway אולף מגנוססון Olaf Marschall אולף מארשל Olaf Thon אולף תון Olaf Tryggvason מלך נורווגיה אולף הראשון Olafur Eliasson אולאפור אליאסון Olah עולה Olanzapine אולנזאפין Olarenwaju Kayode לארי קאיודה Olaudah Equiano אולאודה אקוויאנו Olaus Magnus אולאוס מגנוס Olav Bjaaland אולאף ביאלאנד Olav Hauge אולב האוגה Olav Kielland אולאף קילנד Olav V of Norway מלך נורווגיה אולף החמישי Olbers' paradox הפרדוקס של אולברס Olbia אולביה Olcades אולקאדים Old Bailey אולד ביילי Old Barnes nurse צנתור לב Old Before I Die Life thru a Lens#Old Before I Die Old Believers אדוקי האמונה הישנה Old Billingsgate Market שוק בילינגסגייט הישן Old Bushmills Distillery בושמילס Old Castile קסטיליה הישנה Old Church Slavonic סלאבית כנסייתית עתיקה Old City העיר העתיקה Old City העיר העתיקה של באקו Old City יפו העתיקה Old City תבנית:העיר העתיקה Old City Hall בית העירייה הישן Old City Hall בניין העירייה הישן Old Comedy הקומדיה היוונית העתיקה של אריסטופאנס Old Egyptian language מצרית קדומה Old English אנגלית עתיקה Old English Sheepdog כלב צאן אנגלי עתיק Old Faithful אולד פייתפול Old Fashioned glass כוס אולד פאשן Old Firm הדרבי של גלאזגו Old Goa גואה העתיקה Old Government House בית הממשלה הישן Old Great Bulgaria בולגריה הישנה Old Ideas Old Ideas Old Israeli shekel שקל ישן Old Man Logan וולברין: לוגאן הזקן Old Man River אוהד ריין Old Man of Hoy האיש הזקן מהוי Old Master הציירים הגדולים Old New Synagogue אלטנוישול Old Norse נורדית עתיקה Old North הצפון הישן Old Persian פרסית עתיקה Old Possum's Book of Practical Cats ספרו של פוסום הזקן על חתולים שימושיים Old Quebec קוויבק סיטי העתיקה Old Rauma ראומה העתיקה Old Republic הרפובליקה הישנה Old Royal Naval College המכללה הימית המלכותית בגריניץ' Old South Arabian דרום ערבית Old Spice אולד ספייס Old Spitalfields Market שוק ספיטלפילדס הישן Old St Paul's Cathedral קתדרלת סנט פול הישנה Old Swiss Confederacy הקונפדרציה השווייצרית הישנה Old Synagogue בית הכנסת הישן Old Tbilisi טביליסי העתיקה Old Tbilisi קטגוריה:טביליסי העתיקה Old Tel Aviv Central Bus Station התחנה המרכזית הישנה של תל אביב Old Testament הברית הישנה Old Testament קטגוריה:הברית הישנה Old Testament תבנית:הברית הישנה Old Testament Apocrypha קטגוריה:הספרים החיצוניים Old Testament Apocrypha people קטגוריה:אישים בספרים החיצוניים Old Thomas תומאס הזקן Old Trafford אולד טראפורד Old World העולם הישן Old World babbler טימליים Old World flycatcher חטפיתיים Old World monkey קופים בעלי זנב Old World monkeys קטגוריה:קופים בעלי זנב Old World oriole זהבניים Old World porcupine דרבניים Old World vulture נשרי העולם הישן Old World vultures קטגוריה:נשרי העולם הישן Old World vultures תבנית:נשרי העולם הישן Old World warbler סבכיים Old Yemenite Synagogue בית הכנסת היכל שלמה Old Yishuv היישוב הישן Old age זקנה Old age קטגוריה:זקנה Old maid למך Old town עיר עתיקה Old-growth forest יער ראשוני Old-school hip hop אולד סקול ראפ OldManRivers/Maori מאורים OldMonkeyPuzzle זן בודהיזם Oldboy שבעה צעדים Oldenburg אולדנבורג Oldham אולדהאם Oldham Athletic A.F.C. אולדהאם אתלטיק Oldham Athletic A.F.C. players קטגוריה:כדורגלני אולדהאם אתלטיק Oldowan התרבות האולדובאית Olduvai Gorge ערוץ אולדובאי Oldřich Duras אולדריך דוראס Oldřich Nejedlý אולדז'יך ניידלי Ole Einar Bjørndalen אולה איינר ביורנדלן Ole Gunnar Solskjær אולה גונאר סולשיאר Ole Lilloe-Olsen אולה לילו-אולסן Ole Nydahl אולה נידהל Ole Rømer אולה רמר Olea זית Oleaceae קטגוריה:זיתיים Oleg Basilashvili אולג בסילשווילי Oleg Caetani אולג קטאני Oleg Deripaska אולג דריפסקה Oleg Grabar אולג גרבר Oleg Konstantinovich Antonov אולג אנטונוב Oleg Ostapenko אולג אוסטפנקו Oleg Penkovsky אולג פנקובסקי Oleg Romantsev אולג רומנצב Oleg Salenko אולג סלנקו Oleg Tabakov אולג טבקוב Oleg Yankovsky אולג ינקובסקי Oleg Yefremov אולג יפרמוב Oleg of Novgorod נסיך קייב אולג מנובגורוד Oleguer Presas אולגר פרסאס Oleh Babayev אולג באבאייב Oleh Blokhin אולג בלוחין Oleh Husyev אולג גוסב Oleh Kuznetsov אולג קוזנצוב Oleh Luzhny אולג לוז'ני Oleh Protasov אולג פרוטאסוב Olei Hagardom עולי הגרדום Olei Hagardom קטגוריה:עולי הגרדום Oleic acid חומצה אולאית Oleksandr Korniychuk אלכסנדר קורנייצ'וק Oleksandr Oleksandrovych Sydorenko אלכסנדר סידורנקו Oleksandr Shovkovskiy אולכסנדר שובקובסקי Oleksandr Turchynov אולכסנדר טורצ'ינוב Oleksandr Zavarov אלכסנדר זאברוב Oleksandriia אולקסנדריה Oleksii Bychenko אלכסיי ביצ'נקו Oleksiy Mykhaylychenko אלכסיי מיכאיליצ'נקו Oleksiy Pecherov אולכסיי פצ'רוב Olena Dvornichenko אלונה דבורניצ'נקו Olepa schleini דובון הקיקיון Olesh עולש Olesko אולסקו Olessi משתמש:Olessi Oleszyce אולשיצה Olevsk אולבסק Oleśnica אולשניצה Olfaction חוש הריח Olfactory nerve עצב הריח Olfert Fischer אולפרט פישר Olga אולגה Olga Baclanova אולגה בקלנובה Olga Bancic גולדה בנצ'יק Olga Benário Prestes אולגה בנאריו פרסטס Olga Brusnikina אולגה ברוסניקינה Olga Chekhova אולגה צ'כובה Olga Constantinovna of Russia הנסיכה הגדולה של רוסיה אולגה קונסטנטינובה Olga Fridman אולגה פרידמן Olga Grushin אולגה גרושין Olga Gyarmati אולגה גיארמטי Olga Hahn-Neurath אולגה האן-נוירת Olga Kaniskina אולגה קניסקינה Olga Kapeliuk אולגה קפליוק Olga Kennard אולגה קנרד Olga Knipper אולגה קניפר Olga Korbut אולגה קורבוט Olga Kurkulina אולגה קורקולינה Olga Kurylenko אולגה קורילנקו Olga Ladyzhenskaya אולגה לדיז'נסקיה Olga Lenskiy אולגה לנסקי Olga Nazarova אולגה נזרובה Olga Neuwirth אולגה נויווירת Olga Rypakova אולגה ריפקובה Olga Sacharoff אולגה סחרוף Olga Sosnovska אולגה סוסנובסקה Olga Taussky-Todd אולגה טאוסקי-טוד Olga Tufnell אולגה טפנל Olga Zabelinskaya אולגה זבלינסקיה Olga of Kiev נסיכת קייב אולגה Olha Bryzhina אולגה בריזגינה Olha Saladuha אולגה סלדוחה Olha Saladukha אולגה סלדוחה Oligarchy אוליגרכיה Oligocene אוליגוקן Oligochaeta דל זיפיות Oligoclase אוליגוקלז Oligodendrocyte אוליגודנדרוציטים Oligohydramnios מיעוט מי שפיר Oligomenorrhea מיעוט וסת Oligomer אוליגומר Oligopoly אוליגופול Oligopsony אוליגופול#אוליגופסון ואוליגופול דו צדדי Oligosaccharide פחמימה#מיון הפחמימות Olimp-2 אולימפ-2 Olimpia Milano coaches קטגוריה:מאמני אולימפיה מילאנו Olimpia Milano players קטגוריה:כדורסלני אולימפיה מילאנו Olimpija Ljubljana אולימפיה ליובליאנה Olimpiyskiy National Sports Complex מרכז הספורט הלאומי אולימפיסקי Olinda אולינדה Olinguito אולינגיטו Olio שמן Oliphant אוליפנט Olive זית Olive זית אירופי Olive Ann Burns אוליב אן ברנס Olive Columns עמודי הזית Olive Fremstad אוליב פרמסטד Olive baboon בבון זית Olive oil שמן זית Olive ridley sea turtle צב ים זיתני Oliver אוליבר Oliver & Company אוליבר וחבורתו Oliver Bierhoff אוליבר בירהוף Oliver Cromwell אוליבר קרומוול Oliver Dimsdale אוליבר דימסדייל Oliver Ford Davies אוליבר פורד דייוויס Oliver Gill אוליבר גיל Oliver Goldsmith אוליבר גולדסמית' Oliver Hardy אוליבר הארדי Oliver Heaviside אוליבר הביסייד Oliver Kahn אוליבר קאן Oliver Kirch אוליבר קירך Oliver Knussen אוליבר נאסן Oliver Kreuzer אוליבר קרויצר Oliver Milburn אוליבר מילבורן Oliver Nelson אוליבר נלסון Oliver Neuville אוליבר נויביל Oliver North אוליבר נורת' Oliver Platt אוליבר פלאט Oliver Plunkett אוליבר פלאנקט Oliver Reck אוליבר רק Oliver Reed אוליבר ריד Oliver Sacks אוליבר סאקס Oliver Shanti אוליבר שאנטי Oliver Smithies אוליבר סמיתיס Oliver Sorg אוליבר זורג Oliver St. John Gogarty אוליבר סנט ג'ון גוגארטי Oliver Stone אוליבר סטון Oliver Sykes אוליבר סייקס Oliver Twist אוליבר טוויסט Oliver Twist קטגוריה:אוליבר טוויסט Oliver Wendell Holmes אוליבר ונדל הולמס Oliver Wendell Holmes Jr. אוליבר ונדל הולמס הבן Oliver Wendell Holmes Sr. אוליבר ונדל הולמס האב Oliver Williamson אוליבר ויליאמסון Oliver von Dohnányi אוליבר פון דוהנאני Oliver! אוליבר! Oliver's warty pig חזיר יבלות אוליבר Olives קטגוריה:הזית Olivet Discourse האפוקליפסה הסינופטית Olivia אוליביה Olivia Colman אוליביה קולמן Olivia Holt אוליביה הולט Olivia Hussey אוליביה האסי Olivia Munn אוליביה מאן Olivia Newton-John אוליביה ניוטון-ג'ון Olivia Smoliga אוליביה סמוליגה Olivia Wilde אוליביה ויילד Olivia Williams אוליביה ויליאמס Olivia de Havilland אוליביה דה הבילנד Olivier Assayas אוליבייה אסאיאס Olivier Dacourt אוליבייה דאקור Olivier Giroud אוליבייה ז'ירו Olivier Messiaen אוליבייה מסייאן Olivier salad סלט אוליבייה OlivierAward PlayActor תבנית:פרס אוליבייה לשחקן הטוב ביותר OlivierAward PlayActress תבנית:פרס אוליבייה לשחקנית הטובה ביותר OlivierAward PlaySupportingPerformance תבנית:פרס אוליבייה להופעה בתפקיד משנה Olivine אוליבין Olkusz אולקוש Ollanta Humala אויאנטה אומאלה Ollon אולון Olly Murs אולי מארס Olm פרוטיאוס מצוי Olmec אולמקים Olmec קטגוריה:אולמקים Olmert אולמרט Olodum אולודום Olof Palme אולוף פלמה Olof Skötkonung מלך שוודיה אולוף סקטקונונג Olomouc אולומואוץ Olorotitan אולורוטיטן Olry Terquem אולרי טרקם Olsen אולסן Olsen Brothers האחים אולסן Olsi26431/sandbox טירנה Olsztyn אולשטין Olt River אולט Olten אולטן Oltenia אולטניה Olve Utne משתמש:Olve Olybrius אוליבריוס Olyka אוליקה Olympe de Gouges אולמפ דה גוז' Olympia אולימפיה Olympia Dukakis אולימפיה דוקאקיס Olympia Temple of Zeus מקדש זאוס באולימפיה Olympiacos קטגוריה:אולימפיאקוס Olympiacos B.C. אולימפיאקוס Olympiacos B.C. coaches קטגוריה:מאמני אולימפיאקוס בכדורסל Olympiacos B.C. players קטגוריה:כדורסלני אולימפיאקוס Olympiacos CFP אולימפיאקוס Olympiacos F.C. אולימפיאקוס Olympiacos F.C. managers קטגוריה:מאמני אולימפיאקוס Olympiacos F.C. players קטגוריה:כדורגלני אולימפיאקוס Olympiad אולימפיאדה Olympiakos אולימפיאקוס Olympiakos Volou players קטגוריה:כדורגלני אולימפיאקוס וולו Olympias אולימפיאס Olympias II of Epirus אולימפיאס השנייה Olympiastadion האצטדיון האולימפי Olympiastadion האצטדיון האולימפי של ברלין Olympic אולימפיק Olympic Air אולימפיק אייר Olympic Airlines אולימפיק איירליינס Olympic Aquatics Stadium אצטדיון ספורט המים האולימפי Olympic Charter האמנה האולימפית Olympic Committee of Israel הוועד האולימפי בישראל Olympic Games המשחקים האולימפיים Olympic Games ספר:המשחקים האולימפיים Olympic Games קטגוריה:אולימפיאדה Olympic Games bids קטגוריה:מכרזים אולימפיים Olympic Games by host country קטגוריה:אולימפיאדות לפי מדינה Olympic Games ceremony טקס הפתיחה של המשחקים האולימפיים Olympic Games in Australia קטגוריה:אוסטרליה: אולימפיאדות Olympic Games in Austria קטגוריה:אוסטריה: אולימפיאדות Olympic Games in Canada קטגוריה:קנדה: אולימפיאדות Olympic Games in France קטגוריה:צרפת: אולימפיאדות Olympic Games in Germany קטגוריה:גרמניה: אולימפיאדות Olympic Games in Greece קטגוריה:יוון: אולימפיאדות Olympic Games in Italy קטגוריה:איטליה: אולימפיאדות Olympic Games in Japan קטגוריה:יפן: אולימפיאדות Olympic Games in South Korea קטגוריה:קוריאה הדרומית: אולימפיאדות Olympic Games in the United Kingdom קטגוריה:בריטניה: אולימפיאדות Olympic Games in the United States קטגוריה:ארצות הברית: אולימפיאדות Olympic Games medal table תבנית:מדליות באולימפיאדות Olympic Green הפארק האולימפי Olympic Hymn ההמנון האולימפי Olympic Mountains רכס הרי אולימפיק Olympic Museum המוזיאון האולימפי Olympic National Park הפארק הלאומי אולימפיק Olympic Oath השבועה האולימפית Olympic Parks קטגוריה:פארקים אולימפיים Olympic Stadium האצטדיון האולימפי Olympic Summer Games Host Cities תבנית:משחקי קיץ אולימפיים Olympic Tennis Center מרכז הטניס האולימפי של ריו דה ז'ניירו Olympic Village כפר אולימפי Olympic cauldron lighters קטגוריה:מדליקי הלפיד האולימפי Olympic champions navigational boxes קטגוריה:תבניות ניווט - אולימפיאדות Olympic competitors קטגוריה:ספורטאים אולימפיים Olympic competitors for Israel קטגוריה:ספורטאים אולימפיים ישראלים Olympic flame הלפיד האולימפי Olympic gold medalists קטגוריה:אלופים אולימפיים לפי מדינה Olympic gold medalists for Algeria קטגוריה:אלופים אולימפיים מאלג'יריה Olympic gold medalists for Argentina קטגוריה:אלופים אולימפיים מארגנטינה Olympic gold medalists for Australia קטגוריה:אלופים אולימפיים מאוסטרליה Olympic gold medalists for Austria קטגוריה:אלופים אולימפיים מאוסטריה Olympic gold medalists for Belgium קטגוריה:אלופים אולימפיים מבלגיה Olympic gold medalists for Brazil קטגוריה:אלופים אולימפיים מברזיל Olympic gold medalists for Bulgaria קטגוריה:אלופים אולימפיים מבולגריה Olympic gold medalists for Canada קטגוריה:אלופים אולימפיים מקנדה Olympic gold medalists for France קטגוריה:אלופים אולימפיים מצרפת Olympic gold medalists for Germany קטגוריה:אלופים אולימפיים מגרמניה Olympic gold medalists for Jamaica קטגוריה:אלופים אולימפיים מג'מייקה Olympic gold medalists for New Zealand קטגוריה:אלופים אולימפיים מניו זילנד Olympic gold medalists for Russia קטגוריה:אלופים אולימפיים מרוסיה Olympic gold medalists for the Czech Republic קטגוריה:אלופים אולימפיים מצ'כיה Olympic gold medalists for the Soviet Union קטגוריה:אלופים אולימפיים מברית המועצות Olympic gold medallists for Great Britain קטגוריה:אלופים אולימפיים מבריטניה Olympic mascots קטגוריה:קמעות של אולימפיאדות Olympic medalists for Israel קטגוריה:מדליסטים אולימפיים ישראלים Olympic medalists in biathlon קטגוריה:אלופים אולימפיים: ביאתלון Olympic medalists in judo קטגוריה:אלופים אולימפיים: ג'ודו Olympic medalists in rowing קטגוריה:אלופים אולימפיים: חתירה Olympic medalists in water polo קטגוריה:אלופים אולימפיים: כדורמים Olympic record שיא אולימפי Olympic sports ספורט אולימפי Olympic sports קטגוריה:ספורט אולימפי Olympic stadiums קטגוריה:אצטדיונים ומתקני ספורט אולימפיים Olympic weightlifting הרמת משקולות Olympic-size swimming pool בריכת שחייה אולימפית Olympique Antibes שארקס דאנטיב Olympique Lyonnais אולימפיק ליון Olympique Lyonnais managers קטגוריה:מאמני אולימפיק ליון Olympique Lyonnais players קטגוריה:כדורגלני ליון Olympique de Marseille אולימפיק מרסיי Olympique de Marseille managers קטגוריה:מאמני אולימפיק מרסיי Olympique de Marseille players קטגוריה:כדורגלני מרסיי Olympisch Stadion האצטדיון האולימפי Olympus אולימפוס Olympus Has Fallen המטרה: הבית הלבן Olympus Mons אולימפוס מונס Olza אולזה Om אום Om mani padme hum אום מאני פאדמה הום Omagh bombing הפיגוע באומה Omaha אומהה Omaha Beach חוף אומהה Omaha hold 'em אומהה הולדם Omalo אומלו Oman עומאן Oman קטגוריה:עומאן Oman Air עומאן אייר Oman Haima היימא Oman Muscat מסקט Oman at the Olympics עומאן במשחקים האולימפיים Oman at the Paralympics עומאן במשחקים הפאראלימפיים Oman national football team נבחרת עומאן בכדורגל Oman templates קטגוריה:תבניות ניווט - עומאן Omani owl לילית מדבר Omani people קטגוריה:עומאנים Omani politicians קטגוריה:פוליטיקאים עומאנים Omani rial ריאל עומאני Omar עומאר Omar 180 משתמש:Qasamaan Omar Abdel-Rahman עומאר עבד א-רחמאן Omar Barghouti עומר ברגותי Omar Bongo עומאר בונגו Omar Bradley עומר בראדלי Omar Cook עומאר קוק Omar Epps עומאר אפס Omar Faruk Tekbilek עומר פארוק טקבילק Omar Hayssam עומר היית'ם Omar Ibrahim Ghalawanji עומר אבראהים ע'לאונג'י Omar Karami עמר כראמי Omar Khayyam עומר כיאם Omar Pasha עומאר פאשה Omar Sharif עומר שריף Omar Suleiman עומר סולימאן Omar Sy עומאר סיי Omar Sívori אומר סיבורי Omar al-Bashir עומר אל-בשיר Omar al-Qattan עומאר אל-קטן Omari Tetradze אומארי טטרדזה Ombudsman נציב קבילות הציבור Ombudsmen קטגוריה:נציבי תלונות Omdurman אומדורמאן Omega אומגה Omega Centauri אומגה בקנטאור Omega Chess שחמט אומגה Omega Nebula ערפילית אומגה Omega Point פייר טיילר דה שרדן#רעיונותיו Omega Red אומגה רד Omega SA אומגה Omega Special Task Force אומגה Omega constant קבוע אומגה Omega-3 fatty acid חומצות שומן אומגה 3 Omeisaurus אומייזאורוס Omelette חביתה Omeprazole אומפרזול Omer עומר Omer עשרון שיעורים ומשקלות בהלכה#עומר רשימת מידות Omer Adam עומר אדם Omer Atzili עומר אצילי Omer Avital עומר אביטל Omer Bar-Lev עמר בר-לב Omer Bartov עמר ברטוב Omer Buchsenbaum עומר בוקסנבוים Omer Damari עומר דמארי Omer Danino עומר דנינו Omer Fadida עומר פדידה Omer Golan עומר גולן Omer Meir Wellber עומר מאיר ולבר Omer Peretz עומר פרץ Omer Reingold עומר ריינגולד Omer Tchalisher עומר צלישר Omer Vered עומר ורד Omer123hussain123/Real Faitmah RA פאטמה בת מוחמד Omergutman omergutman Omert33 User:Omert33 Omertà אומרטה Ometz אומץ Ometz LeSarev אומץ לסרב Omicron אומיקרון Omid אומיד Omid Djalili אומיד ג'לילי Omid Kokabee אומיד כוכבי Omiya Ardija players קטגוריה:כדורגלני אומייה ארדיג'ה Omloop Het Nieuwsblad אומלופ הט ניוסבלד Omne Datum Optimum אומנה דטום אופטימום Omnipotence אומניפוטנטיות Omnipotence paradox פרדוקס הכול-יכול Omniscience ידיעת כול Omnivore אוכל-כול Omo River אומו Omomyidae אומומידיים Omonia BC אומוניה Omphacite אומפקיט Omphalos אומפאלוס Omphaloscope/embarrassment מבוכה Omraam Mikhaël Aïvanhov אומרם מיכאל איבנהוב Omri עמרי Omri Afek עמרי אפק Omri Altman עומרי אלטמן Omri Ben Harush עומרי בן הרוש Omri Casspi עומרי כספי Omri Katz עמרי כץ Omri Kende עומרי קנדה Omri Sharon עמרי שרון Omrit חורבת עומרית Omsk אומסק Omsk Oblast אומסק Omura's whale לווייתן אומורה On Chesil Beach על חוף צ'זיל On Every Street On Every Street On Floating Bodies על גופים צפים On Golden Pond האגם המוזהב On Her Majesty's Secret Service בשרות הוד מלכותה On Liberty על החירות On Sarig שרגא גפני On Spirals על ספירלות On Suffocation On Suffocation On Truth and Lies in a Nonmoral Sense על האמת והשקר במובן החוץ מוסרי On the 6 On the 6 On the Beach על החוף On the Cult of Personality and Its Consequences הנאום הסודי On the Equilibrium of Planes על שיווי משקל של שטחים מישוריים On the Floor On the Floor On the Genealogy of Morality לגנאלוגיה של המוסר On the Jewish Question לשאלת היהודים On the Jews and Their Lies על היהודים ושקריהם On the Number of Primes Less Than a Given Magnitude על מספר הראשוניים מתחת לגודל נתון On the Origin of Species מוצא המינים On the Road בדרכים On the Run Tour On the Run Tour On the Sphere and Cylinder על הכדור והגליל On the Sunday of Life On the Sunday of Life On the Threshold of a Dream On the Threshold of a Dream On the Town יום בניו יורק On the Waterfront חופי הכרך On-Line Encyclopedia of Integer Sequences האנציקלופדיה המקוונת לסדרות של מספרים שלמים On-the-job training הכשרה תוך כדי עבודה Ona Juknevičienė אונה יוקנביצ'ניה Ona Šimaitė אונה שימאיטה Ona'ah אונאה Onager פרא Onagraceae נר-הלילה Onagraceae קטגוריה:נר-הלילה Onah מצוות עונה Onan אונן Onavo פייסבוק ישראל Once Once Once Again Once Again Once Sent from the Golden Hall Once Sent from the Golden Hall Once Upon a Forest היה היו ביער Once Upon a Potty סיר הסירים Once Upon a Time עד עצם היום הזה Once Upon a Time in America היו זמנים באמריקה Once Upon a Time in Wonderland ארץ הפלאות Once Upon a Time in the West היו זמנים במערב Once Upon a Time... היה היה Once Upon a Time... Life היה היה - החיים Once Upon a Time... Man היה היה - האדם Once in a LIVEtime Once in a LIVEtime Once on a Time מעשה במעשה Oncilla נמרון מנוקד Oncogene אונקוגן Oncologists קטגוריה:אונקולוגים Oncology אונקולוגיה Oncology קטגוריה:אונקולוגיה Ondrej Duda אונדריי דודה Ondrej Nepela אונדריי נפלה One 1 One One One Canada Square כיכר קנדה 1 One Churchill Place רחוב צ'רצ'יל 1 One Cold Night One Cold Night One Day in Your Life One Day in Your Life One Direction ואן דיירקשן One False Note תו קטלני One Flew Over the Cuckoo's Nest קן הקוקיה One Hot Minute One Hot Minute One Hundred Famous Views of Edo מאה מבטים על אדו One Hundred Years of Solitude מאה שנים של בדידות One Hundred and One Dalmatians על כלבים וגנבים One Israel ישראל אחת One Israel politicians קטגוריה:חברי כנסת מטעם ישראל אחת One Laptop per Child OLPC One Last Time One Last Time One Liberty Plaza ליברטי פלאזה 1 One Love One Love One Million Signatures מיזם מיליון החתימות באיראן One More Night One More Night One Nation עם אחד One Night with the King לילה אחד עם המלך One Penn Plaza פן פלזה 1 One Piece ואן פיס One Piece: Unlimited Cruise ואן פיס אנלימיטד קרוז One Shot הצלף One Thousand and One Nights סיפורי אלף לילה ולילה One Thousand and One Nights קטגוריה:אלף לילה ולילה One Times Square כיכר טיימס 1 One Tree Hill מגרש ביתי One World Trade Center מרכז הסחר העולמי החדש One Worldwide Plaza וורלדווייד פלאזה 1 One and Three Chairs אחד ושלושה כיסאות One half חצי One in a Million One in a Million One of These Days One of These Days One of the Boys One of the Boys One on One: Dr. J vs. Larry Bird אחד על אחד One red paperclip אטב ניירות אדום אחד One thousand origami cranes אלף עגורי אוריגמי One-Punch Man וואן-פאנץ' מאן One-Two-GO Airlines Flight 269 טיסה 269 של One-Two-Go One-X One-X One-child policy הגבלת ילודה בסין One-dog policy מדיניות הכלב האחד One-hit wonder זמר של להיט אחד One-party state משטר חד-מפלגתי One-state solution פתרון המדינה האחת One-time pad פנקס חד-פעמי One-way function פונקציה חד-כיוונית One.tenth.hero/sandbox תיקנאים OneDrive OneDrive OnePlus OnePlus OnePlus 2 OnePlus Two OnePlus One OnePlus One OneRepublic ואן ריפאבליק OneVoice Movement קול אחד Onega אונגה Onega Bay מפרץ אונגה Oneness Oneness Ones' complement משלים ל-1 Onesilus אונסילוס Oneworld Oneworld Oneworld קטגוריה:Oneworld Oneworld תבנית:Oneworld Oneworld25/sandbox ערביי ישראל Oni אוני Oni Municipality נפת אוני Oni Press אוני פרס Onias חוניו Onias I חוניו הראשון Onias II חוניו השני Onias III חוניו השלישי Onias IV חוניו הרביעי Onigiri כדור אורז Onion בצל הגינה Onion ring טבעות בצל Onionsoon בודהידהרמה Oniwaban אוניוואבאנשו Onkelos אונקלוס Onkyo Onkyo Online Mendelian Inheritance in Man OMIM Online advertising פרסום באינטרנט Online algorithm אלגוריתם מקוון Online analytical processing עיבוד אנליטי מקוון Online assessment הערכה מקוונת Online chat צ'אט Online dating service אתר היכרויות Online dictionaries קטגוריה:מילונים מקוונים Online game משחק רשת Online games קטגוריה:משחקי רשת Online identity זהות וירטואלית Online interview ראיון מקוון Online learning community קהילה לומדת וירטואלית Online newspaper אתר חדשות Online public access catalog קטלוג ציבורי מקוון Online shaming ביוש Only Girl Only Girl Only Teardrops Only Teardrops Only by the Night Only by the Night Only the Strong רק החזק שורד Ono אונו Ono Academic College הקריה האקדמית אונו Ono Academic College קטגוריה:הקריה האקדמית אונו Onobrychis כרבולת Onolatry עלילת החמור Onomasticon of Amenope האונומסטיקון של אמנופה Onomastics אונומסטיקה Onomastics קטגוריה:אונומסטיקה Onomatopoeia אונומטופיה Ononis שברק Onotoa אונטואה Ons Heemecht המנון לוקסמבורג Ons' Lieve Heer op Solder מוזיאון אמסטלקרינג Onsen אונסן Onslaught אקס-מן: סאגת אונסלות' Ontario אונטריו Ontario קטגוריה:אונטריו Ontario Hamilton המילטון Ontario Kingston קינגסטון Ontario Kitchener קיצ'נר Ontario London לונדון Ontario Niagara Region קטגוריה:אזור ניאגרה Ontario Wales ויילס Ontario Windsor וינדזור Ontological argument הטיעון האונטולוגי Ontology אונטולוגיה Ontology קטגוריה:תורת ההוויה Onur Air אונור אייר Onychomycosis פטרת הציפורניים Onychophora נושאי ציפורניים Onyx אוניקס Onyx River אוניקס Ooboontoo satanic/aslfkaso אובונטו לינוקס Ood דוקטור הו - דמויות#אוד Oogenesis אואוגנזה Ooh La La Ooh La La Ook language Ook! Oolite אואוליט Oolong תה אולונג Oom-Pah-Pah Oom-Pah-Pah Oomoto אומוטו Oona Chaplin אונה צ'פלין Oona King אונה קינג Oophorectomy כריתת חצוצרות מניעתית Oops! I Did It Again: The Best of Britney Spears Oops! I Did It Again: The Best of Britney Spears Oops!... I Did It Again Oops!... I Did It Again Oops!... I Did It Again Tour Oops!... I Did It Again World Tour Oort cloud עננת אורט Oost-Indisch Huis בית הודו המזרחית Ootheca תיק ביצים Op art אופ ארט Op. 76 String Quartets רביעיות מיתרים אופוס 76 של היידן OpIsrael OpIsrael Opal אופאל Opalchentsi אופלצ'נצי Opanak אופינקה Opaque projector אפיסקופ Opatija אופטיה Opatowiec אופטובייץ Opatów אפטא Opekta אופקטה Opel אופל Opel Olympia אופל אולימפיה Open City Rome רומא עיר פרזות Open Database Connectivity ODBC Open Door Policy מדיניות הדלת הפתוחה Open Game משחק פתוח Open Handset Alliance Open Handset Alliance Open Season חברים על הכוונת Open Season 2 חברים על הכוונת 2 Open Season 3 חברים על הכוונת 3 Open Shortest Path First Open Shortest Path First Open Sound Control Open Sound Control Open Sound System Open Sound System Open University of Israel האוניברסיטה הפתוחה Open University of Israel קטגוריה:האוניברסיטה הפתוחה Open University of Israel faculty קטגוריה:סגל האוניברסיטה הפתוחה Open access גישה חופשית Open business עסק פתוח Open cluster צביר פתוח Open educational resources משאבים לימודיים פתוחים Open government ממשל פתוח Open letter מכתב גלוי Open mapping theorem משפט ההעתקה הפתוחה Open marriage נישואים פתוחים Open problem בעיה פתוחה במתמטיקה Open problems קטגוריה:בעיות פתוחות Open proxies ויקיפדיה:עריכה מפרוקסי פתוח Open proxy detection ויקיפדיה:אין לערוך מפרוקסי פתוח/איתור פרוקסים Open proxy detection/Explanation ויקיפדיה:אין לערוך מפרוקסי פתוח/איתור פרוקסים/הסבר Open publishing פרסום פתוח Open reading frame מסגרת קריאה#מסגרת קריאה פתוחה Open set קבוצה פתוחה Open skies הסכם שמים פתוחים Open society חברה פתוחה Open system מערכת פתוחה Open vowel תנועות פתוחות Open water swimming שחייה במים פתוחים Open world משחקי עולם פתוח Open-air museum מוזיאון פתוח Open-air museums קטגוריה:מוזיאונים פתוחים Open-loop controller בקרה בחוג פתוח Open-mid front unrounded vowel בלתי-מעוגלת חצי-פתוחה תנועה קדמית Open-question argument טיעון השאלה הפתוחה Open-source intelligence מודיעין ממקורות גלויים Open-source model קוד פתוח Open-source political campaign פוליטיקה 2.0 Open/closed principle עקרון פתיחות/סגירות OpenBSD OpenBSD OpenCV OpenCV OpenDocument OpenDocument OpenFabrics Alliance OpenFabrics OpenGL OpenGL OpenID OpenID OpenOffice.org OpenOffice.org OpenSSH OpenSSH OpenSSL OpenSSL OpenShot OpenShot OpenStack OpenStack OpenStreetMap OpenStreetMap OpenType אופן טייפ OpenVMS OpenVMS OpenWrt OpenWrt Opening Cup גביע לוקומוטיב Opening act מופע חימום Opening of the Fifth Seal פתיחת החותם החמישי Opening sentence משפט פתיחה Opera אופרה Opera קטגוריה:אופרה Opera Australia אופרה אוסטרליה Opera Company of Boston האופרה של בוסטון Opera Mini אופרה מיני Opera Tower מגדל האופרה Opera buffa אופרה בופה Opera composers קטגוריה:מלחיני אופרה Opera directors קטגוריה:במאי אופרה Opera genres קטגוריה:סוגות אופרה Opera house בית אופרה Opera houses קטגוריה:בתי אופרה Opera houses in Germany קטגוריה:גרמניה: בתי אופרה Opera houses in Paris קטגוריה:פריז: בתי אופרה Opera in English אופרה אנגלית Opera in German אופרה גרמנית Opera seria אופרה סריה Opera singers קטגוריה:זמרי אופרה Operación Puerto doping case מבצע פוארטו Operand אופרנד Operant conditioning התניה אופרנטית Operant conditioning chamber תיבת סקינר Operas קטגוריה:אופרות Operas by Gioachino Rossini קטגוריה:אופרות מאת רוסיני Operas by Giuseppe Verdi קטגוריה:ג'וזפה ורדי Operas by Richard Wagner קטגוריה:אופרות מאת וגנר Operating leverage מינוף תפעולי Operating margin מרווח תפעולי Operating system מערכת הפעלה Operating system technology קטגוריה:מערכת הפעלה Operating systems קטגוריה:מערכות הפעלה Operating theater חדר ניתוח Operation ניתוח Operation Abirey-Halev מבצע אבירי לב Operation Accountability מבצע דין וחשבון Operation Agatha השבת השחורה Operation Albion מבצע אלביון Operation An-Far מבצע אנ-פאר Operation Anaconda מבצע אנקונדה Operation Anthropoid מבצע אנתרופואיד Operation Aphrodite מבצע אפרודיטה Operation Assaf מבצע אסף Operation Atlas מבצע אטלס Operation Avak מבצע אבק Operation Badr מבצע בדר Operation Bagration מבצע בגרטיון Operation Balak מבצע בלק Operation Barak מבצע ברק Operation Barbarossa מבצע ברברוסה Operation Ben-Ami מבצע בן עמי Operation Bernhard מבצע ברנהרד Operation Biting מבצע בייטינג Operation Black Arrow מבצע חץ שחור Operation Boatswain כ"ג יורדי הסירה Operation Bodenplatte מבצע בודנפלטה Operation Bramble Bush אסון צאלים ב' Operation Bringing Home the Goods מבצע הבאת ביכורים Operation Bulmus 6 הפשיטה על האי גרין Operation Burnt Frost מבצע קרח שרוף Operation Caesar מבצע קיסר Operation Change of Direction 11 מבצע שינוי כיוון 11 Operation Chastise מבצע נזיפה Operation Cobra מבצע קוברה Operation Compass מבצע מצפן Operation Condor מבצע קונדור Operation Crossroads מבצע פרשת דרכים Operation Crusader מבצע צלבן Operation Cyclone מבצע ציקלון Operation Damocles המדענים הגרמנים במצרים Operation Danny מבצע דני Operation Days of Penitence מבצע ימי תשובה Operation Death to the Invader מבצע מוות לפולש Operation Defensive Shield מבצע חומת מגן Operation Dekel מבצע דקל Operation Density מבצע משקל סגולי Operation Determined Path מבצע דרך נחושה Operation Diamond מבצע יהלום Operation Downfall מבצע קריסה Operation Dragoon מבצע דרגון Operation Eagle Claw מבצע טופר העיט Operation Egged מבצע אגד Operation Elkayam מבצע אלקיים Operation Entebbe מבצע יונתן Operation Entebbe קטגוריה:מבצע יונתן Operation Ezra and Nehemiah מבצע עזרא ונחמיה Operation Felix מבצע פליקס Operation Flipper מבצע פליפר Operation Focus מבצע מוקד Operation Fortitude מבצע פורטיטיוד Operation Foxley מבצע פוקסלי Operation Freakout מבצע פריקאוט Operation Full Disclosure מבצע חשיפה מלאה Operation GYS מבצע גי"ס Operation Gideon מבצע גדעון Operation Gown מבצע כותונת Operation Grapes of Wrath מבצע ענבי זעם Operation Grapple מבצע גראפל Operation Green Sea מבצע ים ירוק Operation Ha-Har מבצע ההר Operation Hailstone מבצע כדור ברד Operation Hametz מבצע חמץ Operation Herkules מבצע הרקולס Operation Hiram מבצע חירם Operation Horev מבצע חורב Operation Hot Winter מבצע חורף חם Operation Hurricane מבצע הוריקן Operation I-Go מבצע אי-גו Operation Ichi-Go מבצע איצ'י-גו Operation Ivory Coast מבצע חוף השנהב Operation Jericho מבצע יריחו Operation Joshua מבצע שבא Operation Ke מבצע קה Operation Kedem מבצע קדם Operation Kilshon מבצע קילשון Operation Lentil מבצע עדשה Operation Little Saturn מבצע סטורן קטן Operation Lot מבצע לוט Operation Magic Carpet מבצע מרבד קסמים Operation Magic Carpet מבצע על כנפי נשרים Operation Market Garden מבצע מרקט גארדן Operation Mars קרב רז'ב השני Operation Matateh מבצע מטאטא Operation Merlin מבצע מרלין Operation Mincemeat מבצע קציצה Operation Mo מבצע MO Operation Model 5 מבצע דוגמן 5 Operation Mole Cricket 19 מבצע ערצב 19 Operation Moses מבצע משה Operation Moshtarak מבצע מושתראק Operation Mural מבצע מוראל Operation Musketeer מבצע מוסקטר Operation Nachshon מבצע נחשון Operation Nickel Grass מבצע ניקל גראס Operation Northwoods מבצע נורת'וודס Operation Olive Leaves מבצע כנרת Operation Olympic Games מבצע משחקים אולימפיים Operation Opera מבצע אופרה Operation Orchard תקיפת הכור הגרעיני בסוריה Operation Outward מבצע אאוטוורד Operation Overlord המערכה בנורמנדי Operation Overlord קטגוריה:המערכה בנורמנדי Operation Paperclip מבצע פייפרקליפ Operation Pedestal מבצע פדסטל Operation Pig Bristle מבצע זיפי חזיר Operation Pillar of Defense מבצע עמוד ענן Operation Pleshet מבצע פלשת Operation Plumbbob מבצע פלאמבוב Operation Pluto מבצע פלוטו Operation Priboi הגירוש הגדול של מרץ Operation Priha מבצעי פריחה Operation RY מבצע RY Operation Rainbow מבצע קשת בענן Operation Raviv מבצע רביב Operation Reinhard מבצע ריינהרד Operation Retribution הפצצת בלגרד במלחמת העולם השנייה Operation Rhodes מבצע רודוס Operation Rimon 20 רימון 20 Operation Rolling Thunder מבצע רעם מתגלגל Operation Rooster 53 מבצע תרנגול 53 Operation Sea Lion מבצע ארי-הים Operation Serval מבצע סרוואל Operation Sharp and Smooth מבצע חד וחלק Operation Shmone משטרת עיראק סווידאן Operation Shock מבצע הלם Operation Shoter מבצע שוטר Operation Shylock מבצע שיילוק: וידוי Operation Solomon מבצע שלמה Operation Spark מבצע ניצוץ Operation Spring Awakening מתקפת אגם בלטון Operation Summer Rains מבצע גשמי קיץ Operation Tagar מבצע תגר Operation Tannenbaum מבצע טננבאום Operation Tarnegol מבצע תרנגול Operation Tempest מבצע סופה Operation Ten-Go מבצע טן-גו Operation Texas מבצע טקסס Operation Thunderbolt מבצע יונתן Operation Tiderace מבצע טיידרייס Operation Torch מבצע לפיד Operation Uvda מבצע עובדה Operation Valkyrie מבצע ואלקירי Operation Velvetta מבצע ולווטה Operation Vengeance מבצע נקם Operation Volcano מבצע הר געש Operation Weserübung המערכה בנורווגיה Operation Wooden Leg מבצע רגל עץ Operation Wrath of God מבצע זעם האל Operation Wrath of God קטגוריה:מבצע זעם האל Operation Y and Shurik's Other Adventures מבצע חיריק והרפתקאות נוספות של שוריק Operation Yachin מבצע יכין Operation Yevusi מבצע יבוסי Operation Yiftach מבצע יפתח Operation Yoav מבצע יואב Operation: Galactic Storm מבצע סופה גלקטית Operation: Zero Tolerance אקס-מן: מבצע אפס סובלנות Operational Zone of the Adriatic Littoral האזור המבצעי החוף האדריאטי Operational amplifier מגבר שרת Operational definition הגדרה אופרציונלית Operational intelligence בינה תפעולית Operational level of war דרג מערכתי Operations מטה כללי Operations Directorate אגף המבצעים Operations and Analysis Center under the President of the Republic of Belarus המרכז לניתוח מבצעי Operations management אסטרטגיה תפעולית Operations research חקר ביצועים Operations research קטגוריה:חקר ביצועים Operations room מרכז ידיעות קרב Operator אופרטור Operator norm נורמה של אופרטור Operator topologies טופולוגיות אופרטוריות Operetta אופרטה Operon אופרון Opeth אופת' Opeth קטגוריה:אופת' Ophel העופל Ophelia אופליה Ophicleide אופיקלאידה Ophidia אופידיה Ophidiophobia אופידיופוביה Ophioglossales אופולוסידים Ophioglossales קטגוריה:אופלוסידים Ophiolite אופיוליט Ophiomorus latastii חומט נקוד Ophir אופיר Ophir Award פרס אופיר Ophir Award winners קטגוריה:זוכי פרס אופיר Ophir Award winners: Actors קטגוריה:זוכי פרס אופיר: שחקנים Ophir Award winners: Composers קטגוריה:זוכי פרס אופיר: מלחינים Ophir Award winners: Directors קטגוריה:זוכי פרס אופיר: במאים Ophir Award winners: Films קטגוריה:זוכי פרס אופיר: סרטים Ophir Award winners: Life Achievement קטגוריה:זוכי פרס אופיר: מפעל חיים Ophir Award winners: Screenwriters קטגוריה:זוכי פרס אופיר: תסריטאים Ophir Pines-Paz אופיר פינס-פז Ophisops elegans עינחש עדינה Ophiuchus נושא הנחש Ophiuchus קטגוריה:קבוצת הכוכבים נושא הנחש Ophni עפני Ophrys דבורנית Ophrys apifera דבורנית הדבורה Ophrys fuciflora דבורנית גדולה Ophrys lutea דבורנית צהובה Ophrys sphegodes דבורנית הקטיפה Ophrys umbilicata דבורנית דינסמור Ophthalmic equipment קטגוריה:אביזרים אופטיים Ophthalmologists קטגוריה:אופתלמולוגים Ophthalmology אופתלמולוגיה Ophthalmology קטגוריה:אופתלמולוגיה Ophthalmology drugs קטגוריה:תרופות לרפואת עיניים Ophthalmoscopy אופטלמוסקופיה Opiate Opiate Opikalo/Latte art ציור בקפה Opiliones קוצרים Opinion journalism פובליציסטיקה Opinion journalism קטגוריה:פובליציסטיקה Opinion journalists קטגוריה:פובליציסטים Opinion leadership מנהיגות דעה Opioid אופיואיד Opioid antagonists קטגוריה:אנטגוניסטים אופיואידים Opioids קטגוריה:אופיואידים Opisthobranchia אחורני-זימים Opisthocomidae הואצינאים Opisthodomos אופיסטודומוס Opium אופיום Opium War מלחמת האופיום Opium of the people אופיום להמונים Oplontis אופלונטיס Opluridae איגואנות מדגסקר Opluridae קטגוריה:איגואנות מדגסקר Oplurus איגואנה מלגשית Oplurus cuvieri איגואנת צווארון מלגשית Oplurus quadrimaculatus איגואנת דומריל מלגשית Opochka אופוצ'קה Opoczno אופוצ'נו Opole אופולה Opole קטגוריה:אופולה Opole Lubelskie אופולה לובלסקיה Opole New Synagogue בית הכנסת החדש Opole Voivodeship אופולה Opossum אופוסומיים Opossums קטגוריה:אופוסומיים Oppenheim אופנהיים Oppenheimer אופנהיימר Oppidum אופידום Oppo Electronics אופו Opponens digiti minimi muscle השריר מנגד הזרת Opponens pollicis muscle השריר מנגד האגודל Opportunism אופורטוניזם Opportunistic infection זיהום אופורטוניסטי Opportunity אופורטוניטי Opportunity cost עלות אלטרנטיבית Opposite ring החוג המנוגד Opposites Opposites Opposition אופוזיציה Opposition ניגוד Opposition leaders תבנית:יושבי ראש האופוזיציה Oppositional defiant disorder הפרעת התנגדות Oppression דיכוי Oprah Winfrey אופרה וינפרי Oprichnina אופריצ'נינה Ops אופס Opsin אופסין Opsterland אופסטרלנד Opted-out of message delivery קטגוריה:משתמשים שביקשו לא לקבל הודעות המוניות Optic chiasm תצלובת הראייה Optic nerve עצב הראייה Optical Gravitational Lensing Experiment OGLE Optical aberration אברציה אופטית Optical amplifier מגבר אופטי Optical attenuator מנחת אופטי Optical axis ציר אופטי Optical cavity מהוד אופטי Optical character recognition זיהוי תווים אופטי Optical coherence tomography טומוגרפיה אופטית קוהרנטית Optical communication תקשורת אופטית Optical computing מחשוב פוטוני Optical depth עומק אופטי Optical devices קטגוריה:מכשירים אופטיים Optical disc authoring קטגוריה:מדיה אופטית Optical disc authoring software קטגוריה:תוכנות צריבה Optical disc authoring software תוכנת צריבה Optical disc drive כונן תקליטורים אופטי Optical fiber סיב אופטי Optical filter מסנן אופטי Optical illusion אשליה אופטית Optical illusions קטגוריה:אשליות אופטיות Optical path length מרחק אופטי Optical phenomena קטגוריה:תופעות אופטיות Optical resolution רזולוציה אופטית Optical switch מתג אופטי Optical transfer function פונקציית תמסורת אופטית Optical tweezers מלקחיים אופטיים Opticians קטגוריה:אופטיקאים Opticks אופטיקה Optics אופטיקה Optics קטגוריה:אופטיקה Optimal asymmetric encryption padding ריפוד אופטימלי להצפנה אסימטרית Optimal control בקרה אופטימלית Optimality theory תאוריית האופטימליות Optimates אופטימאטים Optimism אופטימיות Optimist אופטימיסט Optimistic concurrency control בקרת מקביליות אופטימית Optimization אופטימיזציה Optimizing compiler מיטוב אלגוריתמים Optimus Prime אופטימוס פריים Option אופציה Options קטגוריה:אופציות Options backdating בקדייטינג Opto-isolator מבודד אופטי Optoelectronics אלקטרואופטיקה Optoelectronics קטגוריה:אלקטרואופטיקה Optometry אופטומטריה Opuntia ficus-indica צבר מצוי Opus אופוס Opus Dei אופוס דאי Opus number קיטלוג יצירות קלאסיות Opus reticulatum אופוס רטיקולאטום Opus sectile אופוס סקטילה Opéra Bastille אופרה בסטיליה Opéra comique אופרה קומית Opéra de Monte-Carlo האופרה של מונטה קרלו Opéra-Comique אופרה-קומיק Opération Turquoise מבצע טורקיז Or אור Or מפלגת אור Or Akiva אור עקיבא Or Aviram אור אבירם Or Commission ועדת אור Or HaGanuz אור הגנוז Or HaNer אור הנר Or Ostvind אור אוסטוינד Or Sasson אורי ששון Or Taragan אור טרגן Or Torah Synagogue בית הכנסת אור תורה Or Yarok אור ירוק Or Yehuda אור יהודה Or guetta משתמש:אור גואטה Ora Ora Ora Anlen אורה אנלין Ora Kedem אורה קדם Ora Namir אורה נמיר Oracle אורקל Oracle בדיקות אורקל אוטומטיות Oracle Arena אורקל ארנה Oracle Corporation אורקל Oracle Corporation קטגוריה:אורקל Oracle Database אורקל Oracle Team USA צוות אורקל ארצות הברית Oracle WebLogic Server BEA WebLogic Oracle bone עצמות ניחוש Oracle machine אורקל Oracles System Divide Oradea אוראדיה Oradea קטגוריה:אוראדיה Oradour-sur-Glane אורדור-סור-גלאן Oral Torah תורה שבעל-פה Oral and maxillofacial surgery כירורגיית פה ולסת Oral cancer סרטן הפה Oral history היסטוריה שבעל פה Oral sex מין אוראלי Oran אוראן Orange אורנג' Orange כתום Orange תפוז Orange County מחוז אורנג' Orange Free State מדינת אורנג' החופשית Orange Free State Province מדינת אורנג' החופשית Orange GGN כתום GGN Orange Is the New Black כתום זה השחור החדש Orange Revolution המהפכה הכתומה Orange River אורנג' Orange S.A. אורנג' Orange Walk Town אורנג' ווק טאון Orange flower water מי זהר Orange juice מיץ תפוזים Orange-breasted sunbird צופית כתומת-חזה Orangutan אורנגאוטן Oranienburg אורניינבורג Oranienburg concentration camp מחנה הריכוז אורניינבורג Oranim Academic College אורנים - המכללה האקדמית לחינוך Oranit אורנית Oration on the Dignity of Man הנאום על כבוד האדם Oratorio אורטוריה Oratorio composers קטגוריה:מלחיני אורטוריות Oratorios קטגוריה:אורטוריות Orava אורבה Orazio Benevoli אורציו בנוולי Orazio Vecchi אורציו וקי Orb-weaver spider גלגלניים Orbelian Dynasty ליפריטים Orbelín Pineda אורבלין פינדה Orbicularis oculi muscle שריר העין החוגי Orbis אורביס Orbit אורביט Orbit מסלול כבידתי Orbital Sciences X-34 אורביטל סיינסס X-34 Orbital hybridisation היברידיזציה Orbital inclination נטיית מסלול Orbital launch systems תבנית:משגרים Orbital period זמן הקפה Orbital resonance תהודה מסלולית Orbital spaceflight טיסה מסלולית Orbotech אורבוטק Orc אורק Orcaella דולפין סלוד-סנפיר Orcasgirl/Saddam Hussein סדאם חוסיין Orchard פרדס Orchester Musikkollegium Winterthur תזמורת מוזיק קולגיום של וינטרטור Orchestra תזמורת Orchestra Sinfonica di Milano Giuseppe Verdi תזמורת ג'וזפה ורדי של מילאנו Orchestra of the Age of Enlightenment תזמורת עידן הנאורות Orchestra pit בור תזמורת Orchestral suites סוויטות תזמורתיות של באך Orchestras קטגוריה:תזמורות Orchestration תזמור Orchestre National de France התזמורת הלאומית של צרפת Orchestre Symphonique de Québec התזמורת הסימפונית של קוויבק Orchestre de Paris תזמורת פריז Orchestre de la Suisse Romande תזמורת שווייץ המערבית Orchestre national des Pays de la Loire התזמורת הלאומית של פיי דה לה לואר Orchestre philharmonique de Radio France התזמורת הפילהרמונית של רדיו צרפת Orchestre symphonique de Paris התזמורת הסימפונית של פריז Orchidaceae סחלביים Orchids קטגוריה:סחלביים Orchis קטגוריה:דבורניות Orchis anatolica סחלב אנטולי Orchis galilaea סחלב הגליל Orchot Tzaddikim אורחות צדיקים Orcus אורקוס Orde Wingate אורד צ'ארלס וינגייט Ordeal of the bitter water סוטה Ordelafo Faliero אורדלאפו פאליירו Order סדר Order סדרה Order in Council דבר המלך במועצה Order of Alexander Nevsky עיטור אלכסנדר נבסקי Order of Australia מסדר אוסטרליה Order of Australia קטגוריה:מסדר אוסטרליה Order of Battle at the Austerlitz campaign כוחות ופיקוד בקרב אוסטרליץ Order of British India מסדר הודו הבריטית Order of Canada מסדר קנדה Order of Culture מסדר התרבות Order of Franz Joseph מסדר פרנץ יוזף Order of Friars Minor פרנציסקנים Order of Friars Minor Capuchin מסדר הקפוצ'ין Order of Glory מסדר התהילה Order of Kutuzov עיטור קוטוזוב Order of Lenin עיטור לנין Order of Leopold מסדר לאופולד Order of Liberation מסדר השחרור Order of Merit מסדר ההצטיינות Order of Merit of the Federal Republic of Germany מסדר הכבוד של הרפובליקה הפדרלית של גרמניה Order of Military Merit מסדר הכבוד הצבאי Order of New Zealand מסדר ניו זילנד Order of Nine Angles מסדר תשע הזוויות Order of Osmanieh מסדר אוסמאני Order of Saint Augustine אוגוסטינים Order of Saint Benedict בנדיקטינים Order of Saint John מסדר ג'ון הקדוש Order of Saint Lazarus מסדר סנט לזרוס Order of Saint Michael מסדר סן-מישל Order of St Michael and St George מסדר מיכאל הקדוש וג'ורג' הקדוש Order of St Michael and St George קטגוריה:מסדר מיכאל הקדוש וג'ורג' הקדוש Order of St Patrick מסדר פטריק הקדוש Order of St. Andrew עיטור אנדריי הקדוש Order of Suvorov עיטור סובורוב Order of Umayyad מסדר אומיה Order of Victory עיטור הניצחון Order of battle at Jutland קרב יוטלנד: סדר הכוחות Order of battle for Operation Barbarossa סדר הכוחות במבצע ברברוסה Order of magnitude סדר גודל Order of operations קדימות אופרטורים Order of the Badge of Honour עיטור אות הכבוד Order of the Bath מסדר האמבט Order of the Bath קטגוריה:מסדר האמבט Order of the Black Eagle מסדר העיט השחור Order of the British Empire מסדר האימפריה הבריטית Order of the British Empire קטגוריה:מסדר האימפריה הבריטית Order of the Chrysanthemum מסדר החרצית Order of the Companions of Honour מסדר עמיתי הכבוד Order of the Dragon מסדר הדרקון Order of the Elephant מסדר הפיל Order of the Garter מסדר הבירית Order of the Garter קטגוריה:מסדר הבירית Order of the Golden Fleece מסדר גיזת הזהב Order of the Golden Kite מסדר דיית הזהב Order of the Indian Empire מסדר האימפריה ההודית Order of the Indian Empire קטגוריה:מסדר האימפריה ההודית Order of the Medjidie מסדר המג'ידיה Order of the Nile מסדר הנילוס Order of the October Revolution עיטור מהפכת אוקטובר Order of the Paulownia Flowers מסדר פרחי הפאולוניה Order of the People's Hero גיבור יוגוסלביה Order of the Phoenix הארי פוטר - דמויות משנה#מסדר עוף החול Order of the Precious Crown מסדר הכתר היקר Order of the Red Banner עיטור הדגל האדום Order of the Red Banner of Labour עיטור הדגל האדום של העמל Order of the Rising Sun מסדר השמש העולה Order of the Sacred Treasure מסדר האוצר הקדוש Order of the Sinai Star מסדר כוכב סיני Order of the Star of India מסדר כוכב הודו Order of the Star of India קטגוריה:מסדר כוכב הודו Order of the Thistle מסדר הדרדר Order of the Thistle קטגוריה:מסדר הדרדר Order of the Yugoslav Star מסדר הכוכב של יוגוסלביה Order topology טופולוגיית סדר Order type טיפוס סדר Ordered field שדה סדור Ordered pair זוג סדור Orderforright/Mox News פוקס ניוז Orderic Vitalis אורדריקוס ויטליס Orders of knighthood of Australia קטגוריה:מסדרי אבירות אוסטרליים Orders of knighthood of Denmark קטגוריה:מסדרי אבירות של דנמרק Orders of knighthood of the United Kingdom קטגוריה:מסדרי אבירות בריטיים Orders to Kill פקודה להרוג Ordesa y Monte Perdido National Park הפארק הלאומי אורדסה ומונטה פרדידו Ordinal number מספר סודר Ordinance of Villers-Cotterêts פקודת וילר-קוטרט Ordinary תפילת המיסה Ordinary People Ordinary People Ordinary People אנשים פשוטים Ordinary differential equation משוואה דיפרנציאלית רגילה Ordnance Corps חיל הטכנולוגיה והאחזקה Ordnance QF 17 pounder תותח 17 ליטראות Ordnance QF 17-pounder תותח 17 ליטראות Ordnance QF 18-pounder תותח 18 ליטראות Ordnance QF 2-pounder תותח 2 ליטראות Ordnance QF 25-pounder תותח 25 ליטראות Ordnance QF 6-pounder תותח 6 ליטראות Ordnung muss sein סדר חייב להיות Ordos Desert רמת אורדוס Ordovices אורדוביקים Ordovician אורדוביק Ordoño II of León מלך לאון אורדוניו השני Ordre des Arts et des Lettres מסדר האמנויות והספרות Ordre des Arts et des Lettres recipients קטגוריה:מסדר האמנויות והספרות Ordzhonikidze אורדז'וניקידזה Ore עפרה Ore-bulk-oil carrier אוניית צובר מעורבת Oregano אורגנו Oregon אורגון Oregon קטגוריה:אורגון Oregon תבנית:אורגון Oregon Bend בנד Oregon Crook County קרוק Oregon Douglas County דאגלס Oregon Ducks men's basketball players קטגוריה:כדורסלני אוניברסיטת אורגון Oregon Eugene יוג'ין Oregon Glendale גלנדייל Oregon Gresham גרשם Oregon Holocaust Memorial אנדרטת אורגון לשואה Oregon Jackson County ג'קסון Oregon Klamath County קלאמת Oregon Medford מדפורד Oregon Portland פורטלנד Oregon Portland קטגוריה:פורטלנד Oregon Salem סיילם Oregon Symphony התזמורת הסימפונית של אורגון Oregon Trail שביל אורגון Oregon counties קטגוריה:אורגון: מחוזות Oreilles de crisse אוזני המשיח Orel Dgani אוראל דגני Oren אורן Oren Azrad אורן אזרד Oren Hazan אורן חזן Oren Lavie אורן לביא Oren Moverman אורן מוברמן Oren Nissim אורן נסים Oren Peli אורן פלי Oren Smadja אורן סמדג'ה Oren Yiftachel אורן יפתחאל Oren Zeitouni אורן זיתוני Oren neu dag משתמש:oren neu dag Oren neu dag/my userboxes משתמש:Oren neu dag/תיבות משתמש שיצרתי Orenburg אורנבורג Orenburg Oblast אורנבורג Orenstein אורנשטיין Oreo אוראו Orest Kiprensky אורסט קיפרנסקי Oresteia אורסטיאה Orestes אורסטס Orestis Karnezis אורסטיס קרנזיס Organ איבר Organ donation תרומת איברים Organ systems קטגוריה:מערכות גוף Organ trade סחר באיברים Organ transplantation השתלת איברים Organ transplantation קטגוריה:ניתוחי השתלת איברים Organ transplantation in Israel השתלת איברים#השתלות בישראל Organ-on-a-chip איבר על שבב Organelle אברון Organelles קטגוריה:אברוני התא Organic acid חומצה אורגנית Organic chemistry כימיה אורגנית Organic chemistry קטגוריה:כימיה אורגנית Organic compound תרכובת אורגנית Organic compounds קטגוריה:תרכובות אורגניות Organic disease הפרעה אורגנית Organic farming חקלאות אורגנית Organic food מזון אורגני Organic milk חלב#חלב אורגני Organic unit שיוך אורגני Organisation Todt ארגון טודט Organisation climate אקלים ארגוני Organisation for Economic Co-operation and Development הארגון לשיתוף פעולה ולפיתוח כלכלי Organisation for Economic Co-operation and Development תבנית:הארגון לשיתוף פעולה ולפיתוח כלכלי Organisation for the Prohibition of Chemical Weapons הארגון למניעת הפצת נשק כימי Organisation internationale de la Francophonie לה פרנקופוני Organisation of African Unity ארגון אחדות אפריקה Organisation of Eastern Caribbean States ארגון מדינות מזרח הקריביים Organisation of Eastern Caribbean States תבנית:ארגון מדינות מזרח הקריביים Organisation of Islamic Cooperation הארגון לשיתוף פעולה אסלאמי Organisation of Islamic Cooperation תבנית:ארגון הוועידה האסלאמית Organisations based in Austria קטגוריה:אוסטריה: ארגונים Organisations based in Brazil קטגוריה:ברזיל: ארגונים Organisations based in Cyprus קטגוריה:קפריסין: ארגונים Organisations based in East Germany קטגוריה:גרמניה המזרחית: ארגונים Organisations based in East Timor קטגוריה:מזרח טימור: ארגונים Organisations based in Finland קטגוריה:פינלנד: ארגונים Organisations based in Germany קטגוריה:גרמניה: ארגונים Organisations based in Haiti קטגוריה:האיטי: ארגונים Organisations based in Iraq קטגוריה:עיראק: ארגונים Organisations based in Italy קטגוריה:איטליה: ארגונים Organisations based in Jordan קטגוריה:ירדן: ארגונים Organisations based in Latvia קטגוריה:לטביה: ארגונים Organisations based in Lebanon קטגוריה:לבנון: ארגונים Organisations based in Luxembourg קטגוריה:לוקסמבורג: ארגונים Organisations based in Malaysia קטגוריה:מלזיה: ארגונים Organisations based in Norway קטגוריה:נורווגיה: ארגונים Organisations based in Peru קטגוריה:פרו: ארגונים Organisations based in Portugal קטגוריה:פורטוגל: ארגונים Organisations based in Qatar קטגוריה:קטר: ארגונים Organisations based in Singapore קטגוריה:סינגפור: ארגונים Organisations based in Slovakia קטגוריה:סלובקיה: ארגונים Organisations based in South Korea קטגוריה:קוריאה הדרומית: ארגונים Organisations based in Spain קטגוריה:ספרד: ארגונים Organisations based in Switzerland קטגוריה:שווייץ: ארגונים Organisations based in Tanzania קטגוריה:טנזניה: ארגונים Organisations based in Uganda קטגוריה:אוגנדה: ארגונים Organisations based in Ukraine קטגוריה:אוקראינה: ארגונים Organisations based in the Netherlands קטגוריה:הולנד: ארגונים Organisations based in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: ארגונים Organisations based in the United Kingdom קטגוריה:בריטניה: ארגונים Organisations in the Yishuv קטגוריה:ארגונים ומוסדות ביישוב Organism אורגניזם Organists קטגוריה:נגני עוגב Organization ארגון Organization development ייעוץ ארגוני Organization for Security and Co-operation in Europe הארגון לביטחון ולשיתוף פעולה באירופה Organization of American States ארגון מדינות אמריקה Organization of Arab Petroleum Exporting Countries אועפ"ק Organizational citizenship behavior אזרחות ארגונית Organizational commitment מחויבות ארגונית Organizational communication תקשורת בארגון Organizational culture תרבות ארגונית Organizational learning למידה ארגונית Organizational psychology קטגוריה:פסיכולוגיה ארגונית Organizational structure מבנה הארגון Organizational theory התנהגות ארגונית Organizational theory קטגוריה:ארגון Organizations קטגוריה:ארגונים Organizations based in Canada קטגוריה:קנדה: ארגונים Organizations based in Croatia קטגוריה:קרואטיה: ארגונים Organizations based in Estonia קטגוריה:אסטוניה: ארגונים Organizations based in France קטגוריה:צרפת: ארגונים Organizations based in Greece קטגוריה:יוון: ארגונים Organizations based in Israel קטגוריה:ישראל: ארגונים Organizations based in Japan קטגוריה:יפן: ארגונים Organizations based in Jerusalem קטגוריה:ירושלים: ארגונים Organizations based in Latin America קטגוריה:ארגונים על לאומיים באמריקה הלטינית Organizations based in Poland קטגוריה:פולין: ארגונים Organizations based in Russia קטגוריה:רוסיה: ארגונים Organizations based in Slovenia קטגוריה:סלובניה: ארגונים Organizations based in Syria קטגוריה:סוריה: ארגונים Organizations based in Taiwan קטגוריה:הרפובליקה הסינית: ארגונים Organizations based in Thailand קטגוריה:תאילנד: ארגונים Organizations based in Turkey קטגוריה:טורקיה: ארגונים Organizations based in the Czech Republic קטגוריה:צ'כיה: ארגונים Organizations based in the Palestinian territories קטגוריה:הרשות הפלסטינית: ארגונים Organizations based in the Republic of Macedonia קטגוריה:מקדוניה: ארגונים Organizations based in the United States קטגוריה:ארצות הברית: ארגונים Organizations by country קטגוריה:ארגונים לפי מדינה Organizations designated as terrorist קטגוריה:ארגוני טרור Organizations investigating aviation accidents and incidents קטגוריה:ארגוני חקירות תעופה Organized crime פשע מאורגן Organized crime קטגוריה:פשע מאורגן Organizing ארגון Organology אורגנולוגיה Organometallic chemistry כימיה אורגנומתכתית Organon אורגנון Organonitrogen compounds קטגוריה:תרכובות אורגנו-חנקתיות Organum אורגנום Organza אורגנזה Orgasm אורגזמה Orgasmatron אורגזמטרון Orgeat syrup רוזטה Orgy אורגיה Orhan Pamuk אורהאן פאמוק Orhan of the Ottoman Empire אורהן הראשון Orhei אורחיי Ori מקור השכפול Ori משתמש:Ori Ori Elon אורי אלון Ori Gersht אורי גרשט Ori Orr אורי אור Ori Reisman אורי ריזמן Ori Shitrit אורי שטרית Ori Sivan אורי סיון Ori Uzan אורי אוזן Ori Yogev אורי יוגב Oriana Fallaci אוריאנה פלאצ'י Oribe Peralta אוריבה פראלטה Oribi אוריבי Orichalcum אוריקלקום Oricum אוריקום Orielno User:Orielno Orient Express אוריינט אקספרס Orient House אוריינט האוס Orient Thai Airlines אוריינט תאי איירליינס Orientability יריעה אוריינטבילית Oriental Orthodoxy נצרות מזרחית קדומה Oriental Pearl Tower מגדל פנינת המזרח Oriental hornet צרעה מזרחית Oriental pied hornbill קלאו מזרחי Oriental pratincole שדמית מזרחית Oriental riff ריף אוריינטלי Oriental small-clawed otter לוטרה חסרת טופר אסייתית Oriental studies מזרחנות Oriental studies קטגוריה:מזרחנות Orientalism אוריינטליזם Orientalists קטגוריה:מזרחנים Orientalists by nationality קטגוריה:מזרחנים לפי לאום Orientation אוריינטציה Orientation character קרקטר האוריינטציות Orienteering התמצאות Orienteering ניווט ספורטיבי Orifice plate נחיר Origami אוריגמי Origami קטגוריה:אוריגמי Origanum אזובית Origanum syriacum אזוב מצוי Origen אוריגנס Origin Origin Origin of Symmetry Origin of Symmetry Origin of life קטגוריה:ראשית החיים Origin of the Bagratid dynasties המוצא של שושלת בגרטיד Origin of the Romanians מוצא הרומנים Origin of the domestic dog ביות גזעי כלבים עתיקים Original Sin החטא הקדמון Original equipment manufacturer OEM Original sin החטא הקדמון Original six frigates of the United States Navy שש הפריגטות הראשונות של צי ארצות הברית OriginalTruth/sandbox האומות המאוחדות Originality מקוריות Orimulsion אורימולסיה Orinoco אורינוקו Orinoco Belt רצועת אורינוקו Orinoco crocodile תנין אורינוקו Orinoco goose אווז אורינוקו Oriol Romeu אוריול רומאו Oriolidae קטגוריה:זהבניים Orion אוריון Orion קטגוריה:קבוצת הכוכבים אוריון Orion Arm זרוע אוריון Orion Blastar~enwiki/Amiga קומודור אמיגה Orion Nebula ערפילית אוריון Orionids אוריונידים Orissaare Parish אוריסארה Oristano אוריסטאנו Orit Adato אורית אדטו Orit Farkash Hacohen אורית פרקש-הכהן Orit Gadiesh אורית גדיש Orit Ishay אורית ישי Orit Noked אורית נוקד Orit Strook אורית סטרוק Orit Wolf אורית וולף Orit Zuaretz אורית זוארץ Orius insidiosus פרחש Orkhon אורחון Orkhon Province אורחון Orkhon River אורחון Orkhon Valley עמק אורחון Orkney אורקני Orkney קטגוריה:אורקני Orkney Mainland מיינלנד Orkney and Shetland אורקני ושטלנד Orkut Orkut Orla Brady אורלה בריידי Orla Hermann Krause אורלה קראוזה Orlah מסכת ערלה Orlan אורלאן Orlan space suit אורלן Orland אורלנד Orlande de Lassus אורלנדו לאסוס Orlando אורלנדו Orlando Bloom אורלנדו בלום Orlando City SC אורלנדו סיטי Orlando Cruz אורלנדו קרוס Orlando Duque אורלנדו דוקה Orlando Furioso אורלנדו המטורף Orlando Gibbons אורלנדו גיבונס Orlando Magic אורלנדו מג'יק Orlando Magic head coaches קטגוריה:מאמני אורלנדו מג'יק Orlando Magic players קטגוריה:כדורסלני אורלנדו מג'יק Orlando Pirates אורלנדו פירטס Orlando Sá אורלנדו סה Orleans אורליאן Orli Shaham אורלי שחם Orli Wald אורלי ולד Orlov אורלוב Orlov Revolt מרד אורלוב Orlovsky אורלובסקי Orly אורלי Orly Airport נמל התעופה אורלי Orly Azoulay אורלי אזולאי Orly Castel-Bloom אורלי קסטל-בלום Orly Goldwasser אורלי גולדווסר Orly Levy אורלי לוי-אבקסיס Orly Silbersatz Banai אורלי זילברשץ Orly Weinerman אורלי ויינרמן Orléans אורליאן Orléans קטגוריה:אורליאן Orléans Cathedral קתדרלת אורליאן Orléans Loiret Basket אורליאן Orma אורמה Orma language אורמה Orma people אורמה Ormat Technologies אורמת טכנולוגיות Ormont-Dessous אורמון-דסו Orna Angel אורנה אנג'ל Orna Banai אורנה בנאי Orna Barbivai אורנה ברביבאי Orna Berry ארנה ברי Orna Lin ארנה לין Orna Ostfeld אורנה אוסטפלד Orna Porat אורנה פורת Orna Porat Children's Theater תיאטרון אורנה פורת לילדים ולנוער Ornament קישוטים Ornamental plant צמח נוי Ornate hawk-eagle עיט נצי אורמטי Ornate monitor כוח אורנט Orne אורן Ornella Muti אורנלה מוטי Ornette Coleman אורנט קולמן Ornithischia בעלי אגן דמוי עוף Ornithischians קטגוריה:בעלי אגן דמוי עוף Ornithogalum נץ חלב Ornithologists קטגוריה:אורניתולוגים Ornithology אורניתולוגיה Ornithomimids קטגוריה:אורניתומימיים Ornithomimosauria אורניתומימיים Ornithopod אורניתופודה Ornithopods קטגוריה:אורניתופודה Oro גולד Orobanchaceae עלקתיים Orobanchaceae קטגוריה:עלקתיים Orobanche עלקת Oroblanco פומלית Orodes II of Parthia מלך פרתיה אורודס השני Orogeny אורוגנזה Orogeny קטגוריה:אורוגנזות Orographic lift עננות אורוגרפית Orohippus אורוהיפוס Oromia Region אורומיה Oromia Region קטגוריה:אורומיה Oromia Zone אורומיה Oromo אורומו Oromo Peoples' Democratic Organization ארגון האורומו העממי-דמוקרטי Oromo language אורומו Oromo people אורומו Orona אטול אורונה Orontes River אורונטס Oropendola אורופנדולה Oropos אורופוס Orosháza אורושהזה Orosius פאולוס אורוסיוס Orot אורות Orot Rabin אורות רבין Orpah ערפה Orphan ויקיפדיה:מיזמי ויקיפדיה/ערכים יתומים Orphan יתום Orphan יתומה Orphan יתמות Orphan תבנית:ערך יתום Orphan Black אורפן בלאק Orphan drug תרופה יתומה Orphanage בית יתומים Orphanages קטגוריה:בתי יתומים Orphanages in Israel קטגוריה:ישראל: בתי יתומים Orphanages in Jerusalem קטגוריה:ירושלים: בתי יתומים Orphaned Land אורפנד לנד Orphans of the Storm יתומות הסערה Orpheus אורפאוס Orphism אורפיזם Orquestra Sinfônica de Porto Alegre התזמורת הסימפונית של פורטו אלגרה Orr Barouch אור ברוך Orrorin אורורין טוגננסיס Orsha אורשה Orsini family משפחת אורסיני Orso I Participazio אורסו פרטיצ'יפאציו הראשון Orso II Participazio אורסו פרטיצ'יפאציו השני Orso Ipato אורסו איפאטו Orson Hyde אורסון הייד Orson Scott Card אורסון סקוט קארד Orson Welles אורסון ולס Ort אורט Orta San Giulio אורטה סן ג'וליו Ortaköy Mosque מסגד אורטאקוי Ortega אורטגה Orthoclase אורתוקלז Orthodontics אורתודונטיה Orthodox Jewish educational institutions קטגוריה:מוסדות לימוד תורניים Orthodox Jewish outreach קטגוריה:תנועת התשובה Orthodox Jewish schools for women קטגוריה:מדרשות לנשים Orthodox Jewish universities and colleges קטגוריה:מוסדות תורניים אקדמיים Orthodox Judaism יהדות אורתודוקסית Orthodox Judaism קטגוריה:יהדות אורתודוקסית Orthodox Judaism תבנית:יהדות אורתודוקסית Orthodox Judaism in Israel קטגוריה:יהדות אורתודוקסית בישראל Orthodox Union OU Orthodox rabbinic roles and titles קטגוריה:תארים ותפקידים יהודיים Orthodox rabbis קטגוריה:רבנים אורתודוקסים Orthodox yeshivas by country קטגוריה:ישיבות לפי אזור גאוגרפי Orthodox yeshivas in Bnei Brak קטגוריה:בני ברק: ישיבות Orthodox yeshivas in Europe קטגוריה:ישיבות באירופה Orthodox yeshivas in Israel קטגוריה:ישראל: ישיבות Orthodox yeshivas in Jerusalem קטגוריה:ירושלים: ישיבות Orthodox yeshivas in New York City קטגוריה:ניו יורק: ישיבות Orthodox yeshivas in the United States קטגוריה:ארצות הברית: ישיבות Orthogonal frequency-division multiplexing OFDM Orthogonal matrix מטריצה אורתוגונלית Orthogonal polynomials קטגוריה:פונקציות אורתוגונליות Orthogonality אורתוגונליות Orthography אורתוגרפיה Orthokeratology אורתוקרטולוגיה Orthonormal basis מערכת אורתונורמלית שלמה Orthopathy ההיגיינה הטבעית Orthopedic cast תחבושת גבס Orthopedic surgeons קטגוריה:אורתופדים Orthopedic surgical procedures קטגוריה:אורתופדיה: פעולות כירורגיות Orthopedics קטגוריה:אורתופדיה Orthopnea נשמת השכיבה Orthoptera חגבאים Orthoptera קטגוריה:חגבאים Orthoptics אורתופטיסט Orthorhombic crystal system המערכת הגבישית האורתורומבית Orthosie אורתוסאי Orthotics אורתוטיקה Orthrus אורתוס Orto Botanico di Brera הגן הבוטני של מילאנו Orto botanico di Padova הגן הבוטני בפדובה Ortolan bunting גיבתון גנים Ortygia סירקוזה#אורטיג'יה Oruç Reis אורוץ' ברברוסה Orvieto אורבייטו Orvieto Cathedral קתדרלת אורבייטו Oryahovo אוריאחובו Oryol אוריול Oryol Oblast אוריול Oryx ראם Oryza glaberrima אורז אפריקאי Os Mutantes אוס מוטנטס OsCommerce OsCommerce Osa-class missile boat ספינות הטילים מסדרת אוסה Osachi Hamaguchi המאגוצ'י אוסאצ'י Osaka אוסקה Osaka קטגוריה:אוסקה Osaka Bay מפרץ אוסקה Osaka Conference of 1875 ועידת אוסקה Osaka Prefecture אוסקה Osaka Sakai סאקאי Osama El-Baz אוסאמה אל-באז Osama Hamdan אוסאמה חמדאן Osama Saadi אוסאמה סעדי Osama bin Laden אוסאמה בן לאדן Osamu Hayaishi אוסאמו האיאישי Osbat al-Ansar עצבת אל-אנצאר Osborne House בית אוסבורן Osborne bull שור אוסבורנה Osbourne אוסבורן Oscar אוסקר Oscar דג אוסקר Oscar Ahumada אוסקר אהומאדה Oscar Chajes אוסקר חאייס Oscar Gelbfuhs אוסקר גלבפוס Oscar Gruzenberg ישראל גרוזנברג Oscar Hammerstein II אוסקר המרשטיין Oscar I of Sweden מלך שוודיה אוסקר הראשון Oscar II of Sweden מלך שוודיה אוסקר השני Oscar Ichazo אוסקר איצ'אסו Oscar Isaac אוסקר אייזק Oscar Levant אוסקר לבנט Oscar Lewicki אוסקר לויצקי Oscar Luigi Scalfaro אוסקר לואיג'י סקאלפרו Oscar Niemeyer אוסקר נימאייר Oscar Peterson אוסקר פיטרסון Oscar Pistorius אוסקר פיסטוריוס Oscar Robertson אוסקר רוברטסון Oscar Ruggeri אוסקר רוג'רי Oscar Schlömilch אוסקר שלמילך Oscar Schmidt אוסקר שמידט Oscar Shumsky אוסקר שומסקי Oscar Straus אוסקר שטראוס Oscar Straus Memorial אנדרטת אוסקר שטראוס Oscar Swahn אוסקר גומר סוואן Oscar Tenner אוסקר טנר Oscar Valdés אוסקר ואלדס Oscar Wilde אוסקר ויילד Oscar Wilde קטגוריה:אוסקר ויילד Oscar Wilde Bookshop חנות הספרים אוסקר ויילד Oscar Wilde Centre טריניטי קולג' Oscar Wisting אוסקר ויסטינג Oscar anyala/green vehicle מכונית ירוקה Oscar de la Renta אוסקר דה לה רנטה Oscar the Grouch אוסקר Oscar van Dillen אוסקר ואן דילן Oscillator מתנד Oscillococcinum אוסילוקוקסינום Oscilloscope אוסצילוסקופ Osculating circle מעגל נושק Osculum infame נשיקת הבושה Oseen's approximation קירוב אוסין Osek b'mitzvah patur min hamitzvah עוסק במצווה פטור מן המצווה Osem אסם השקעות Osgood–Schlatter disease מחלת אוסגוד-שלטר Osh אוש Osher Weiss אשר וייס Oshik Levi אושיק לוי Oshkosh Corporation אושקוש Oshrat אשרת Oshrat Eni אשרת עיני Oshrat Kotler אושרת קוטלר Oshri Cohen אושרי כהן Oshri Gita אושרי גיטא Oshri Roash אושרי רואש Osibisa אוסיביסה Osieck אושייצק Osiek Jasielski אושייק Osijek אוסייק Osimo אוזימו Osip Dymov אוסיפ דימוב Osip Mandelstam אוסיפ מנדלשטם Osiris אוסיריס Osięciny אושנצ'ין Osjaków אוסיאקוב Oskar Antze אוסקר אנטצה Oskar Danon אוסקר דנון Oskar Hekš אוסקר הקש Oskar Joost אוסקר יוסט Oskar Kaufmann אוסקר קאופמן Oskar Klein Memorial Lecture מדליית אוסקר קליין Oskar Kokoschka אוסקר קוקושקה Oskar Marmorek אוסקר מרמורק Oskar Morgenstern אוסקר מורגנשטרן Oskar Naegeli אוסקר נגלי Oskar Pfungst אוסקר פונגסט Oskar Potiorek אוסקר פוטיורק Oskar Schindler אוסקר שינדלר Oskar Schlemmer אוסקר שלמר Oskar Werner אוסקר ורנר Oskar von Hutier אוסקר פון הוטיאר Oskar von Miller אוסקר פון מילר Oskemen אוסקמן Oslac משתמש:Oslac Oslac of Sussex מלך סאסקס אוסלאק Osleidys Menéndez אוסליידיס מננדס Oslo אוסלו Oslo קטגוריה:אוסלו Oslo City Hall בית עיריית אוסלו Oslo I Accord הסכמי אוסלו Oslo Philharmonic התזמורת הפילהרמונית של אוסלו Osman Hamdi Bey אוסמאן המדי ביי Osman I עות'מאן הראשון Osman II עות'מאן השני Osman III עות'מאן השלישי Osman Nuri Pasha עות'מאן נורי פאשה Osman Pazvantoğlu אוסמאן פאזוואנטואולו Osmaniye אוסמניה Osmar Schindler אוסמר שינדלר Osmium אוסמיום Osmium tetroxide אוסמיום ארבע-חמצני Osmolyte אוסמוליט Osmophobia אוסמופוביה Osmosis אוסמוזה Osmotic pressure לחץ אוסמוטי Osmund אוסמונד Osmund of Sussex מלך סאסקס אוסמונד Osnabrück אוסנבריק Osnat Elkabir אוסנת אלכביר Osorno אוסורנו Osphronemidae קטגוריה:גוראמיים Osprey שלך Osprey Osprey I X-28 Osprey Publishing אוספרי הוצאה לאור Osric אוסריק Osric of Sussex מלך סאסקס אוסריק Osroene אוסרואנה Ossa אוסה Ossessione אובססיה Ossetia חבל אוסטיה Ossetia קטגוריה:אוסטיה Ossetian people קטגוריה:אוסטים Ossetians אוסטים Ossi Runne אוסי רונה Ossicles עצמות השמע Ossip Bernstein אוסיפ ברנשטיין Ossip Gabrilowitsch אוסיפ גברילוביץ' Ossip Klarwein יוסף קלארווין Ossip Zadkine אוסיפ זאדקין Ossobuco אוסובוקו Ossuary גלוסקמה Ost und West Ost und West Ostalgie אוסטלגיה Ostankino Tower מגדל אוסטנקינו Ostap Bender אוסטפ בנדר Ostatni/Arymatea רמתיים Osteichthyes דגי גרם Ostend אוסטנדה Osteoarthritis דלקת מפרקים ניוונית Osteoblast אוסטאובלסט Osteocalcin אוסטאוקלצין Osteoclast אוסטאוקלסט Osteoderm אוסטאודרם Osteogenesis imperfecta פרכת Osteoglossidae קטגוריה:גרום-לשוניים Osteoglossiformes קטגוריה:גרום-לשונאים Osteoid osteoma אוסטאואיד אוסטאומה Osteomyelitis דלקת העצם Osteopathies קטגוריה:מחלות עצם Osteopathy אוסטאופתיה Osteoporosis דלדול עצם Osterley Park פארק אוסטרלי Osterman אוסטרמן Ostia Antica אוסטיה Ostia Synagogue אוסטיה Ostilio Ricci אוסטיליו ריצ'י Ostinato אוסטינטו Ostpolitik אוסטפוליטיק Ostracism אוסטרקיזם Ostracod צדפונאים Ostracods קטגוריה:צדפונאים Ostracon אוסטרקון Ostrava אוסטרבה Ostrea אוסטראה Ostrich יען Ostrobothnia אוסטרובוטניה Ostrog אוסטרוג Ostrog Monastery מנזר אוסטרוג Ostrogoths אוסטרוגותים Ostrogski family משפחת אוסטרוגסקי Ostroh אוסטרוה Ostrov אוסטרוב Ostrovsky אוסטרובסקי Ostrowiec Świętokrzyski אוסטרובייץ שוויינטוקז'יסקי Ostrowski Prize פרס אוסטרובסקי Ostrowski's theorem משפט אוסטרובסקי Ostrołęka אוסטרולנקה Ostrołęka County Goworowo גובורובו Ostróda אוסטרודה Ostrów Lubelski אוסטרוב לובלסקי Ostrów Mazowiecka אוסטרוב מזובייצקה Ostwald ripening הבשלת אוסטוולד Osu Castle טירת אוסו Osu-mike user:osu-mikke Osun-Osogbo אוסון-אוסוגבו Osvaldo Aranha אוסוולדו ארניה Osvaldo Ardiles אוסבלדו ארדילס Osvaldo Laport אוסבלדו לפורט Osvaldo Romberg אוסוולדו רומברג Oswald אוסוולד Oswald Boelcke אוסוואלד בלקה Oswald Kabasta אוסוואלד קאבאסטה Oswald Mosley אוסוואלד מוסלי Oswald Pohl אוסוולד פוהל Oswald Rufeisen שמואל אוסוואלד רופאייזן Oswald Spengler אוסוואלד שפנגלר Oswald of Sussex מלך סאסקס אוסוולד Oswald the Lucky Rabbit אוסוולד הארנב Oswald von Wolkenstein אוסוולד פון וולקנשטיין Oswaldo Guayasamín אוסוואלדו גוואיאסמין Oszkár Gerde אוסקר גרדה Ot me-Avshalom אות מאבשלום Ota Pavel אוטה פאוול Otago אוטגו Otago קטגוריה:אוטגו Otaku אוטאקו Otar Patsatsia אותר פצציה Otello אותלו Otepää אוטפה Othello אותלו Other Voices Other Voices Other uses תבנית:פירוש נוסף Othniel עתניאל בן קנז Othniel Charles Marsh עותניאל צ'ארלס מארש Otho אותו Otididae קטגוריה:חובתיים Otis Otis Otis Redding אוטיס רדינג Otitis דלקת אוזניים Otitis externa דלקת האוזן החיצונית Otitis media דלקת האוזן התיכונה Otkrytiye Arena אוטקריטיה ארנה Otmar Freiherr von Verschuer אוטמר פרייהר פון פרשוהר Otmar Hasler אוטמר הסלר Otmar Suitner אוטמר זואיטנר Otniel עתניאל Otniel Schneller עתניאל שנלר Otolaryngologists קטגוריה:רופאי אף אוזן גרון Otopeni אוטופן Otorhinolaryngology קטגוריה:אף אוזן וגרון Otorhinolaryngology רפואת אף אוזן גרון Otosclerosis טרשת האוזן Otozō Yamada אוטוזו יאמאדה Otranto Barrage מחסום אוטרנטו Ottava rima אוטאבה רימה Ottavio Rinuccini אוטאביו רינוצ'יני Ottawa אוטווה Ottawa קטגוריה:אוטווה Ottawa Fury FC אוטווה פיורי Ottawa Memorial אנדרטת חילות האוויר באוטווה Ottawa River אוטווה Ottawa Senators אוטווה סנטורס Otte Brahe אוטה ברהה Otte Wallish אוטה וליש Otter לוטרות Otter Light Reconnaissance Car שריונית אוטר Otter civet זבד לוטראי Otters קטגוריה:לוטרות Ottesen אוטסן Ottmar Hitzfeld אוטמאר היצפלד Otto Abetz אוטו אבץ Otto Bauer אוטו באואר Otto Bock אוטו בוק Otto Braun אוטו בראון Otto Böckel אוטו בקל Otto Diels אוטו פאול הרמן דילס Otto Dix אוטו דיקס Otto Dov Kulka אוטו דב קולקה Otto Erich Deutsch אוטו אריך דויטש Otto Ernst Remer אוטו רמר Otto Frank אוטו פרנק Otto Fritz Meyerhof אוטו מאירהוף Otto Förschner אוטו פרשנר Otto Grotewohl אוטו גרוטווהל Otto Hahn אוטו האן Otto Heinrich Enoch Becker אוטו היינריך אנוך בקר Otto Heinrich Warburg אוטו היינריך ורבורג Otto Hermann Kahn אוטו קאהן Otto Herschmann אוטו הרשמן Otto Hirsch אוטו הירש Otto Hitzfeld אוטו היצפלד Otto Junge אוטו יונגה Otto Kernberg אוטו קרנברג Otto Klemperer אוטו קלמפרר Otto Kretschmer אוטו קרצ'מר Otto Lilienthal אוטו ליליינטל Otto Liman von Sanders אוטו לימן פון זאנדרס Otto Loewi אוטו לוי Otto Löwenborg אוטו לוונבורג Otto Mann אוטו מאן Otto Messmer אוטו מסמר Otto Molden אוטו מולדן Otto Nathan אוטו נתן Otto Neurath אוטו נוירת Otto Nicolai אוטו ניקולאי Otto Nordenskjöld אוטו נורדנשלד Otto Ohlendorf אוטו אולנדורף Otto Olsen אוטו אולסן Otto Orseolo אוטונה אורסאולו Otto Peltzer אוטו פלצר Otto Porter אוטו פורטר Otto Preminger אוטו פרמינגר Otto Pérez Molina אוטו פרס מולינה Otto Rahn אוטו ראן Otto Rank אוטו ראנק Otto Rasch אוטו רש Otto Rehhagel אוטו ריהאגל Otto Ruge אוטו רוגה Otto Scheff אוטו שיף Otto Schmidt אוטו שמידט Otto Schreier אוטו שרייר Otto Skorzeny אוטו סקורצני Otto Stern אוטו שטרן Otto Toeplitz אוטו טפליץ Otto Wagner אוטו וגנר Otto Wahle אוטו ואלה Otto Wallach אוטו וולך Otto Warburg אוטו ורבורג Otto Weidt אוטו ויידט Otto Weininger אוטו ויינינגר Otto Wels אוטו ולס Otto Wilhelm von Struve אוטו וילהלם פון שטרובה Otto Wächter אוטו וכטר Otto Wöhler אוטו והלר Otto and Elise Hampel אוטו ואליזה המפל Otto of Bamberg אוטו מבמברג Otto of Greece מלך יוון אותון Otto von Below אוטו פון בלו Otto von Bismarck אוטו פון ביסמרק Otto von Emmich אוטו פון אמיך Otto von Guericke אוטו פון גריקה Otto von Knobelsdorff אוטו פון קנובלסדורף Ottobeuren Abbey מנזר אוטובוירן Ottoman Algeria אלג'יריה העות'מאנית Ottoman Bank בנק עותומן Ottoman Empire האימפריה העות'מאנית Ottoman Empire קטגוריה:האימפריה העות'מאנית Ottoman Empire in World War I קטגוריה:האימפריה העות'מאנית במלחמת העולם הראשונה Ottoman Greece יוון העות'מאנית Ottoman Greece קטגוריה:יוון העות'מאנית Ottoman Interregnum תקופת בין המלכים Ottoman Navy הצי העות'מאני Ottoman Tripolitania טריפוליטניה העות'מאנית Ottoman Turkish language טורקית עות'מאנית Ottoman coat of arms סמל האימפריה העות'מאנית Ottoman diplomats קטגוריה:דיפלומטים עות'מאנים Ottoman historians קטגוריה:היסטוריונים עות'מאניים Ottoman law החוק העות'מאני Ottoman law קטגוריה:החוק העות'מאני Ottoman military personnel קטגוריה:אנשי צבא עות'מאנים Ottoman military personnel of World War I קטגוריה:אנשי צבא עות'מאנים במלחמת העולם הראשונה Ottoman people קטגוריה:האימפריה העות'מאנית: אישים Ottoman people of World War I קטגוריה:טורקים במלחמת העולם הראשונה Ottoman period in the history of Bulgaria קטגוריה:בולגריה תחת שלטון האימפריה העות'מאנית Ottoman units of measurement יחידות מידה עות'מאניות Ottoman–Mamluk War המלחמה הממלוכית-עות'מאנית Ottone Visconti אוטונה ויסקונטי Ottonian dynasty השושלת האוטונית Ottorino Respighi אוטורינו רספיגי Ottó Komoly אוטו קומוי Otumfuo Nana Osei Tutu II אוטומפו אוסיי טוטו Otwock אוטבוצק Otynia אוטיניה Otzem עוצם Otzma Yehudit עוצמה לישראל Ouadane ואדאן Ouagadougou ואגאדוגו Ouahigouya ואיגויה Oualata ולאתה Ouarzazate ורזאזאת Ouazebas קיסר אקסום אוזאבס Ouazzane וזאן Ouchy אושי Oud עוד Oud players קטגוריה:נגני עוד Ouda Tarabin עודה תראבין Ouest Lausannois District הלוזאנאים המערביים Oujda וג'דה Oulipo אוליפו Oultrejordain נסיכות עבר הירדן Oulu אואולו Our Brand Is Crisis משברים בע"מ Our Father אבינו שבשמים Our Home – Russia רוסיה ביתנו Our Lady of Aparecida גבירתנו אפארסידה Our Lady of Fátima גבירתנו מפאטימה Our Lady of Lebanon גבירתנו מלבנון Our Lady of Ljeviš כנסיית גבירתנו מלייוויש Our Lady of Victories Parish Church בזיליקת גבירתנו של הניצחונות Our Lady of Zeitoun התגלות מריה בזייתון Our Lady of the Ark of the Covenant Church כנסיית גבירתנו של ארון הברית Ouran High School Host Club Ouran High School Host Club Ourense אורנסה Ouriel Zohar אוריאל זוהר Ouro Preto אורו פרטו Ouroboros אורובורוס Oury Amos Cherki אורי שרקי Ousanas קיסר אקסום אוסאנאס Ousas מלך אקסום אוסאס Ousmane Cisse עוסמאן סיסה Ousmane Dabo עוסמאן דאבו Ousmane Issoufi Maïga אוסמנה איסופי מאיגה Oussama Assaidi אוסאמה אסעידי Oussama Mellouli אוסאמה מלולי Out אאוט Out Skerries סקריז החיצוניים Out Stack אאוט סטאק Out from Boneville הרחק מבונוויל Out in the Dark עלטה Out of Africa זיכרונות מאפריקה Out of Our Heads Out of Our Heads Out of Time Out of Time Out of Water Out of Water Out of the blue כרעם ביום בהיר Out-of-body experience חוויה חוץ-גופית Outbreak התפרצות Outcrop מחשוף Outdent תבנית:שבירה Outdoor cooking בישול שדה Outdoor recreation קטגוריה:בילוי בחיק הטבע Outdoor sculptures in New York City קטגוריה:ניו יורק: פסלים Outer Islands of Mauritius מחוזות מאוריציוס Outer London לונדון החיצונית Outer Mongolia מונגוליה החיצונה Outer Space Treaty אמנת החלל החיצון Outer measure מידה חיצונית Outer space חלל Outfest Outfest Outing אאוטינג Outkast אאוטקאסט Outlander series נוכרייה Outlast אאוטלסט Outlaw אאוטלו Outlawries Bill חוק הפעולות הבלתי חוקיות Outlawz אאוטלוז Outlet store חנות עודפים Outlier חריג חשוד טעות Outliers מצוינים: ממה עשויה הצלחה Outline of academic disciplines דיסציפלינה Outline of astronomy חקר החלל - מונחים Outline of classical architecture אדריכלות קלאסית - מונחים Outline of health sciences מדעי הרפואה Outline of space exploration אדם וחלל - מונחים Outline of space science מדעי החלל Outline of space technology טכנולוגיית חלל Outlook.com Outlook.com Outposts of Antarctica קטגוריה:אנטארקטיקה: תחנות מחקר Output impedance עכבת מוצא Outrageous Outrageous Outreach יישוג Outremer אוטרמר Outside Outside Outsiders אאוטסיידרס Outsourcing מיקור חוץ Outsourcing קטגוריה:מיקור חוץ Outspan/tmp/Carmagnola קארמניולה Ouzo אוזו Ovadia עובדיה Ovadia Eli עובדיה עלי Ovadia Harari עובדיה הררי Ovadia Hedaya עובדיה הדאיה Ovadia Yosef עובדיה יוסף Ovadia Yosef קטגוריה:עובדיה יוסף Oval אובל Oval Office החדר הסגלגל Ovalbumin אובלבומין Ovarian cancer סרטן השחלה Ovarian follicle זקיק שחלתי Ovarian hyperstimulation syndrome תסמונת גירוי יתר שחלתי Ovary שחלה Ovda עובדה Ovda Airport נמל התעופה עובדה Ove Arup אובה ארוף Ovedc User:ovedc Oven תנור אפייה Ovenbird תנריים Over Over Over Her Dead Body על גופתה המתה Over the Hedge מעבר ליער Over the Rainbow Over the Rainbow Over the Top מעבר לשיא Over-the-counter מעבר לדלפק Overactive bladder תסמונת השלפוחית הרגיזה Overcall אוברקול Overcast Overcast Overclocking המהרה Overdiagnosis אבחון יתר Overdraft משיכת יתר Overdubbing אובר-דאבינג Overeaters Anonymous אכלני יתר אנונימיים Overexposed Overexposed Overgrazing רעיית יתר Overhand knot קשר בוהן Overhead הוצאות תקורה Overhead תקורה Overhead crane עגורן גשר Overijssel אוברייסל Overijssel קטגוריה:אוברייסל Overijssel Kampen קמפן Overkill אוברקיל Overline תבנית:קו עילי Overlook נקודת תצפית Overprotected Overprotected Overseas Medal מדליית מעבר לים Overseas collectivity קולקטיבים מעבר לים Overseas department מחוזות צרפת מעבר לים Overseas departments and territories of France צרפת מעבר לים Overseas departments and territories of France קטגוריה:צרפת מעבר לים Overseas interventions of the United States התפשטות ארצות הברית מעבר לים Overseas territories of Norway תבנית:טריטוריות נורווגיות Overseas territory טריטוריות צרפת מעבר לים Oversight ויקיפדיה:מסתיר Overtime הארכה Overtone צליל עילי Overtone singing שירת צלילים עיליים Overture אוברטורה Overture on Hebrew Themes פתיחה על נושאים עבריים Overturned convictions קטגוריה:מורשעים שזוכו Overweight השמנה Overwhelming exception יותר מדי חריגים Oveta Culp Hobby אובטה קאלפ הובי Ovid אובידיוס Ovid Crohmălniceanu אוביד קרוחמלניצ'אנו Ovida אובידה Ovide and the Gang מקורי וחבורתו Ovidiu Hoban אובידיו הובאן Oviedo אוביידו Oviedo קטגוריה:אוביידו Ovis כבש Ovitz family משפחת אוביץ Ovruch אוברוץ' Ovulation ביוץ Ovule ביצית Owain.davies/Defibrillation דפיברילטור Owando אוואנדו Owen אוון Owen Arthur אואן ארתור Owen Hargreaves אוון הרגריבס Owen Hart אואן הארט Owen Stanley Range רכס אואן סטנלי Owen Teale אוון טיל Owen Willans Richardson אוון וילאנס ריצ'רדסון Owen Wilson אוון וילסון Owen Young אואן יאנג Owl דורסי לילה Owl הינשוף Owl City Owl City Owl Nebula ערפילית הינשוף Owlet-nightjar תחמסונים אוסטרליים Owls קטגוריה:דורסי לילה Ownership בעלות Ownership of content ויקיפדיה:בעלות על ערכים Owsei Temkin אובסיי טמקין Owston's palm civet זבד דקל אוסטוני Ox Tales סיפורי מוש Oxalic acid חומצה אוקסלית Oxalidaceae חמציציים Oxalidaceae קטגוריה:חמציציים Oxalidales קטגוריה:חמציצאים Oxalis חמציץ Oxalis pes-caprae חמציץ נטוי Oxaloacetic acid אוקסלואצטט Oxazepam אוקסאזפאם Oxazines אוקסזין Oxbridge אוקסברידג' Oxcarbazepine אוקסקארבאזפין Oxfam אוקספם Oxford אוקספורד Oxford קטגוריה:אוקספורד Oxford Balliol College בייליול קולג' Oxford Christ Church כרייסט צ'רץ' Oxford Circus כיכר אוקספורד Oxford Circus tube station תחנת הרכבת התחתית אוקספורד סירקוס Oxford Classical Texts Oxford Classical Texts Oxford Encyclopedia of Maritime History אנציקלופדיית אוקספורד להיסטוריה ימית Oxford English Dictionary המילון האנגלי של אוקספורד Oxford Internet Institute המכון לחקר האינטרנט של אוניברסיטת אוקספורד Oxford Street רחוב אוקספורד Oxford University Press הוצאת אוניברסיטת אוקספורד Oxfordshire אוקספורדשייר Oxfordshire קטגוריה:אוקספורדשייר Oxidase test מבחן אוקסידאז Oxidation state מספר חמצון Oxidative phosphorylation זרחון חמצוני Oxide תחמוצת Oxide & Neutrino אוקסייד וניוטרינו Oxide minerals קטגוריה:מינרלים אוקסידיים Oxides קטגוריה:תחמוצות Oxime אוקסים Oxleas Wood יער אוקסליס Oxo Tower מגדל אוקסו Oxpecker זרזיר בקר Oxyanion hole חור האוקסיאניון Oxyartes אוקסיארטס Oxycodone אוקסיקודון Oxydo~enwiki משתמש:Oxydo Oxygen חמצן Oxygen קטגוריה:חמצן Oxygen difluoride חמצן דו-פלואורי Oxyhydrogen חמצן-מימן Oxymetazoline אוקסימטזולין Oxymoron אוקסימורון Oxynoemacheilus galilaeus נון הגליל Oxytocin אוקסיטוצין Oxyurinae ברווזים זקופי זנב Oyashio Current זרם אויאשיו Oyd11 משתמש:אױד עלפֿטער Oyfn Pripetshik אויפן פריפעטשיק Oymyakon אוימיאקון Oyneg Shabbos עונג שבת Oyo Empire ממלכת אויו Oyoyoy User:Oyoyoy Oyster sauce רוטב צדפות Oystercatcher שלצדפיים Oyun Musa עיון מוסא Oz אוז Oz קטגוריה:הקוסם מארץ עוץ Oz קטגוריה:סדרת ספרי עוץ Oz תבנית:הקוסם מארץ עוץ Oz Brigade חטיבת עוז Oz Clarke אוז קלארק Oz Peretz עוז פרץ Oz Raly עוז ראלי Oz the Great and Powerful ארץ אוז Ozama River אוסאמה Ozan Güven אוזן גובן Ozan Tufan אוזאן טופאן Ozar Hatorah אוצר התורה Ozharov חסידות אוז'רוב Ozjasz Thon יהושע טהון Ozon אוזון Ozone אוזון Ozone depletion הידלדלות שכבת האוזון Ozone layer שכבת האוזון Ozorków אוזורקוב Ozurgeti אוזורגתי Ozurgeti Municipality נפת אוזורגתי Ozymandias אוזימנדיאס Ozzy Osbourne אוזי אוסבורן Oïl languages קטגוריה:שפות וויל Oława אולאווה Ołpiny אולפיני Oświęcim אושוויינצ'ים Oświęcim קטגוריה:אושוויינצ'ים Oświęcim Synagogue המוזיאון היהודי ובית הכנסת באושווינצ'ים Ożarów אוז'רוב Oțelu Roșu אוצלו רושו P P P'tcha רגל קרושה P-12 radar P-12 P-15 Termit SS-N-2 סטיקס P-15 radar P-15 P-3 radar P-3 P-800 Oniks יאחונט P-adic number מספר p-אדי P-group חבורת p P-value ערך-p P. Barnum פי. טי. ברנום P. Botha פיטר וילם בותה P. Brown פי. ג'יי. בראון P. Clarke's פי. ג'יי. קלארק'ס P. James פ.ד. ג'יימס P. Kluge פול קלוג P. Ouspensky פטר דמיינוביץ' אוספנסקי P. Patterson פ. ג'. פטרסון P. T. Beauregard פ.ג.ט. בורגארד P. Travers פמלה לינדון טרברס P. Tucker פי ג'יי טאקר P. Wodehouse פ. ג'. וודהאוס P.A.O.K. BC פאוק סלוניקי P.O.D. P.O.D. P.S. I Love You נ.ב. אני אוהב אותך P.S. Your Cat Is Dead נ.ב. החתול שלך מת! P/B ratio מכפיל הון P300 P300 P5 פנטיום P53 P53 P64/Statistics/BayesLaw חוק בייס PADI Discover Scuba Diving צלילה PAL PAL PAL פאל PAOK B.C. coaches קטגוריה:מאמני פאוק סלוניקי בכדורסל PAOK B.C. players קטגוריה:כדורסלני פאוק סלוניקי PAOK FC פאוק סלוניקי PAOK FC managers קטגוריה:מאמני פאוק סלוניקי PAOK FC players קטגוריה:כדורגלני פאוק סלוניקי PAP PAP PARC פארק PARS 3 LR PARS 3 LR PAS Giannina F.C. players קטגוריה:כדורגלני גיאנינה PAW Patrol מפרץ ההרפתקאות PBC CSKA Moscow צסק"א מוסקבה PBC CSKA Moscow coaches קטגוריה:מאמני צסק"א מוסקבה בכדורסל PBC CSKA Moscow players קטגוריה:כדורסלני צסק"א מוסקבה PBC Lokomotiv-Kuban לוקומוטיב קובאן PBC Lokomotiv-Kuban players קטגוריה:כדורסלני לוקומוטיב קובאן PBC Lukoil Academic אקדמיק סופיה PBC Ural Great Perm אוראל גרייט PBC Ural Great players קטגוריה:כדורסלני אוראל גרייט PBL PBL PBS PBS PC PC PC game משחק מחשב PC games קטגוריה:משחקי מחשב PC-BSD PC-BSD PCA PCA PCBoard PCBoard PCI Express PCI Express PCLinuxOS PCLinuxOS PD-Egypt תבנית:PD-Egypt PD-Israel-Photo תבנית:PD-Israel PD-RU-exempt תבנית:PD-RU-exempt PD-USGov תבנית:תמונה פדרלית PD-because תבנית:PD PD-logo תבנית:PD-textlogo PD-old-70 תבנית:PD-old PD-self תבנית:שימוש חופשי PDCA הבטחת איכות#מעגל האיכות PDFlink תבנית:PDF PE PE PEC Zwolle זוולה PEC Zwolle players קטגוריה:כדורגלני זוולה PEG ratio מכפיל PEG PEN International ארגון הסופרים הבינלאומי PEP group translocation מערכת פוספוטרנספראז PET-CT PET-CT PFA Players' Player of the Year כדורגלן השנה בליגה האנגלית PFA Players' Player of the Year תבנית:כדורגלן השנה באנגליה PFA Young Player of the Year הכדורגלן הצעיר של השנה בליגה האנגלית PFA Young Player of the Year תבנית:הכדורגלן הצעיר של השנה בליגה האנגלית PFC Beroe Stara Zagora ברואה סטארה זאגורה PFC Beroe Stara Zagora players קטגוריה:כדורגלני ברואה סטארה זאגורה PFC Botev Plovdiv בוטב פלובדיב PFC Botev Plovdiv players קטגוריה:כדורגלני בוטב פלובדיב PFC CSKA Moscow צסק"א מוסקבה PFC CSKA Moscow managers קטגוריה:מאמני צסק"א מוסקבה PFC CSKA Moscow players קטגוריה:כדורגלני צסק"א מוסקבה PFC CSKA Sofia צסק"א סופיה PFC CSKA Sofia managers קטגוריה:מאמני צסק"א סופיה PFC CSKA Sofia players קטגוריה:כדורגלני צסק"א סופיה PFC Cherno More Varna players קטגוריה:כדורגלני צ'רנו מורה ורנה PFC Chernomorets Burgas players קטגוריה:כדורגלני צ'רנומורץ בורגס PFC Levski Sofia לבסקי סופיה PFC Levski Sofia players קטגוריה:כדורגלני לבסקי סופיה PFC Litex Lovech ליטקס לובץ' PFC Litex Lovech players קטגוריה:כדורגלני ליטקס לובץ' PFC Lokomotiv Plovdiv לוקומוטיב פלובדיב PFC Lokomotiv Plovdiv players קטגוריה:כדורגלני לוקומוטיב פלובדיב PFC Lokomotiv Sofia לוקומוטיב סופיה PFC Lokomotiv Sofia players קטגוריה:כדורגלני לוקומוטיב סופיה PFC Ludogorets Razgrad לודוגורץ ראזגרד PFC Ludogorets Razgrad players קטגוריה:כדורגלני לודוגורץ ראזגרד PFC Neftchi players קטגוריה:כדורגלני נפטצ'י באקו PFC Slavia Sofia סלביה סופיה PFC Slavia Sofia players קטגוריה:כדורגלני סלביה סופיה PFC Spartak Nalchik ספרטק נלצ'יק PFC Spartak Nalchik players קטגוריה:כדורגלני ספרטק נלצ'יק PFGraham/sandbox וראייטי PFLAG משפחות וחברים של לסביות והומואים הורים PFP PFP PGM 338 PGM 338 PGM Hécate II PGM Hécate II PGM Ultima Ratio PGM Ultima Ratio PGM-11 Redstone רדסטון PGM-17 Thor תור PH PH PH indicator אינדיקטור pH PH7 PH7 PHC Krylya Sovetov קריליה סובייטוב מוסקבה PHP PHP PHP-Fusion PHP-Fusion PHP-Nuke PHP-Nuke PIAT פיאט PIC microcontroller מיקרו-בקר PIC PIGS PIGS PJ Harvey פי ג'יי הארווי PJ Masks כוח פיג'יי PK machine gun מקלע PK PL-01 משתמש:Leon Luftman/PL-01 PL/I PL/I PL/SQL PL/SQL PLA Unit 61398 יחידה 61398 PLA y Grande Covián/library/article/concept/memes רגשון PLATO טלסקופ החלל PLATO PLC PLC PLO's Ten Point Program תוכנית השלבים של אש"ף PLOS PLoS PLS PLS PLUNA פלונה PM PM PNGPMs תבנית:ראשי ממשלת פפואה גינאה החדשה PNMsoft Business Process Management PNP PNP POG פוג POLIN Museum of the History of Polish Jews המוזיאון לתולדות יהודי פולין POODLE POODLE POSIX POSIX POST HTTP POST POUM POUM POW/MIA flag דגל השבויים והנעדרים PP PP PP-2000 PP-2000 PPAD PPAD PPD-40 פפ"ד PPI PPI PPM PPM PPP PPP PPS submachine gun פפ"ס PPSh-41 פפ"ש PR Pr PRISM פריזמה PRL PRL PROBA פרובה 1 PROBA2 פרובה 2 PROTECT IP Act PIPA PRRP משתמש:PRRP PRS Guitars PRS PRimaVeriTaVIV~enwiki משתמש:PRimaVeriTaVIV PS PS PS General Slocum השריפה באונייה גנרל סלוקום PSA Flight 182 טיסה 182 של פסיפיק סאות'ווסט איירליינס PSA Group קטגוריה:PSA פיג'ו סיטרואן PSP PSP PSPACE PSPACE PSR J0537-6910 PSR J0537-6910 PST999/sandbox אנדוטוקסין PSV Eindhoven פ.ס.וו. איינדהובן PSV Eindhoven managers קטגוריה:מאמני פ.ס.וו. איינדהובן PSV Eindhoven players קטגוריה:כדורגלני פ.ס.וו. איינדהובן PT Pt PT-76 PT-76 PTRD PTRD PU-Sarruma פו-לוגל-מה Pa Pa Pa amb tomàquet לחם עם עגבניות Pa'amei Tashaz פעמי תש"ז Pa'ar Cave מערת פער Paamiut פאמיוט Paamonim פעמונים Paata Burchuladze פאטה בורצ'ולדזה Paatei Modi'in Railway Station תחנת הרכבת פאתי מודיעין Paavo Berglund פאבו ברגלונד Paavo Järvi פאבו ירווי Paavo Nurmi פאבו נורמי Paavo Talvela פאבו טלוולה Paavo Yrjölä פאבו יריאולה Pabianice פביאניצה Pablo Aimar פבלו איימר Pablo Armero פאבלו ארמרו Pablo Barrientos פבלו באריינטוס Pablo Brandán פבלו ברנדאן Pablo Casals פבלו קזאלס Pablo Cavallero פבלו קבאז'רו Pablo Christiani פבלו כריסטיאני Pablo Escobar פבלו אסקובר Pablo Francisco פאבלו פרנסיסקו Pablo Hernández פבלו ארננדס Pablo Honey Pablo Honey Pablo Laso פאבלו לאסו Pablo Ledesma פבלו לדסמה Pablo Martínez פבלו מרטינס Pablo Morales פאבלו מוראלס Pablo Neruda פבלו נרודה Pablo Piatti פבלו פיאטי Pablo Picasso פבלו פיקאסו Pablo Picasso קטגוריה:פבלו פיקאסו Pablo Picasso תבנית:פיקאסו Pablo Prigioni פאבלו פריג'יוני Pablo Rosenberg פבלו רוזנברג Pablo Thiam פאבלו תיאם Pablo Zabaleta פבלו סבאלטה Pablo de Blasis פאבלו דה בלאסיס Pablo de Lucas פאבלו דה לוקאס Pablo de Sarasate פבלו סרסטה Pablo do ran/microsleeping שינה זעירה Pabradė פבראדה Pac's Life Pac's Life Pac's Life Pac's life Pac-Man פק-מן Paca פאקות Pacanów פצאנוב Pacarana פקרנה Pacaya פקאיה Pace University אוניברסיטת פייס Pacemaker פייסר Pachachi פאצ'צ'י Pachacuti פאצ'אקוטי Pachad Yitzchok פחד יצחק Pachelbel's Canon הקאנון של פכלבל Pachomius the Great פכומיוס Pachuca פצ'וקה Pachycephalosauria פכיצפלוזאורים Pachycephalosaurs קטגוריה:פכיצפלוזאורים Pachycephalosaurus פכיצפלוזאורוס Pachypasa otus טוואי הברוש Pachyrhinosaurus פכיריינוזאורוס Pacific Air Lines Flight 773 טיסה 773 של פאסיפיק איירליינס Pacific Alliance הברית הפאסיפית Pacific Crest Trail שביל הרכס הפסיפי Pacific Fleet צי האוקיינוס השקט Pacific Islands איים באוקיינוס השקט Pacific Northwest אזור הפסיפיק נורת' ווסט Pacific Ocean האוקיינוס השקט Pacific Ocean קטגוריה:האוקיינוס השקט Pacific Plate הלוח הפסיפי Pacific Rim פסיפיק רים Pacific Ring of Fire טבעת האש Pacific Southwest Airlines פסיפיק סאות'ווסט איירליינס Pacific Southwest Airlines Flight 1771 טיסה 1771 של פאסיפיק סאות'ווסט איירליינס Pacific War המערכה באסיה ובאוקיינוס השקט Pacific giant salamander דיכמפטודוניים Pacific theatre of World War II קטגוריה:זירת אסיה והאוקיינוס השקט במלחמת העולם השנייה Pacific white-sided dolphin דולפין פסיפי לבן צד Pacifier מוצץ Pacifism פציפיזם Pacifists קטגוריה:פציפיסטים Pack להקה Pack rat חולדה סוחרת Package חבילה Package management systems קטגוריה:ניהול חבילות תוכנה Package manager מערכת ניהול חבילות Package-deal fallacy עסקת חבילה Packaging קטגוריה:אריזה Packaging and labeling אריזה Packaging gas גז אריזה Packard Bell פאקרד בל Packet analyzer רחרחן Packet drop attack שמיטת חבילות מידע Packet forwarding שיטות הפצה בתקשורת נתונים Packet injection הזרקת מנות Packet switching מיתוג מנות Paco Alcácer פאקו אלקאסר Paco Ibáñez פאקו איבנז Paco Jones Losmíos ניכור Paco de Lucía פאקו דה לוסיה Pact of Steel ברית הפלדה Pact of Umar תנאי עומר Pacta sunt servanda פקטה סונט סרוונדה Pactyes פקטיאס Pad Thai פאד תאי Padania פדניה Padded cell חדר הרגעה Paddington הדוב פדינגטון Paddington פדינגטון Paddington Bear הדוב פדינגטון Paddle steamer אוניית משוטה Paddle steamers קטגוריה:אוניות משוטה Paddle tennis פאדל טניס Paddy Ashdown ג'רמי אשדאון Paddy Considine פאדי קונסידיין Paddy Mayne פאדי מיין Paddy McNair פאדי מקניר Padel פאדל Padmasambhava פדמאסמבהאבה Padmasree Warrior פאדמסרי ווריור Padmé Amidala פאדמה אמידאלה Padovan sequence סדרת פאדובן Padraic Colum פדראיק קולום Padrão פדראו Padrão dos Descobrimentos אנדרטת התגליות Padua פדובה Padua קטגוריה:פדובה Paektu Mountain הר פאקטו Paella פאייה Paeonia lactiflora אדמונית עשבונית Paeonia mascula אדמונית החורש Pafnuty Chebyshev פפנוטי צ'בישב Pag פג Pagan's Mind פגאנס מיינד Pagani פגאני Paganism פגניות Paganism קטגוריה:פגאניזם Page פייג' Page history ויקיפדיה:דף גרסאות קודמות Page of Testimony דף עד PageRank PageRank PageViews graph תבנית:PageViews graph Pager זימונית Pages Pages Pages actively undergoing a major edit קטגוריה:ויקיפדיה: ערכים בעבודה Pages containing cite templates with deprecated parameters קטגוריה:ציטוט עם פרמטר אסור חודש Pages containing links to subscription-only content קטגוריה:דפים עם ציטוט מקורות הדורשים הרשמה Pages using citations with accessdate and no URL קטגוריה:דפים עם ציטוט הכולל תאריך בדיקת הכתובת וללא כתובת Pages using citations with format and no URL קטגוריה:דפים עם ציטוט הכולל מבנה הכתובת וללא כתובת Pages using web citations with no URL קטגוריה:דפים עם ציטוטים מהרשת ללא כתובת Pages where template include size is exceeded קטגוריה:דפים שבהם ההכללה גדולה מדי Pages with DOI errors קטגוריה:תבנית ציטוט עם בעיות בתוקף ה-DOI Pages with URL errors קטגוריה:דפים עם טעויות בכתובת בתבניות ציטוט Pages with archiveurl citation errors קטגוריה:דפים עם ציטוט הכולל שגיאות בתאריך הארכוב Pages with citations having bare URLs קטגוריה:דפים עם תבניות ציטוט הכוללות כתובת בלבד Pages with citations having redundant parameters קטגוריה:דפים עם תבניות ציטוט הכוללות פרמטרים מיותרים Pages with citations lacking titles קטגוריה:דפים עם ציטוט ללא כותרת Pages with citations using unnamed parameters קטגוריה:דפים עם תבניות ציטוט עם פרמטרים ללא שם Pages with citations using unsupported parameters קטגוריה:דפים עם תבניות ציטוט עם פרמטרים ללא תמיכה Pages with empty citations קטגוריה:דפים עם ציטוט ריק Pages with invalid region value קטגוריה:דפים עם ערך אזור בלתי־ידוע Pages with login required references or sources קטגוריה:דפים עם ציטוט מקורות הדורשים מנוי Pages with malformed coordinate tags קטגוריה:דפים עם תגי נקודות ציון בלתי־תקינים Pages with missing files קטגוריה:דפים עם קישורים שבורים לקבצים Pages with script errors קטגוריה:דפים עם שגיאות בתסריט Pages with too many expensive parser function calls קטגוריה:דפים עם יותר מדי קריאות למשתנים הגוזלים משאבים Pages with unknown globe value קטגוריה:דפים עם ערך גלובוס בלתי־ידוע Pages with unknown type of coordinates קטגוריה:דפים עם סוג בלתי־ידוע של נקודות ציון Paget Brewster פאג'ט ברוסטר Paget's disease of bone מחלת פאג'ט של העצם Paget's disease of the breast מחלת פאג'ט Pagination עימוד Paging דפדוף Pagliacci ליצנים Pago Pago פאגו פאגו Pagoda פגודה Pagoda House בית הפגודה Pagus פאגוס Pagėgiai Municipality פאגיגי Pahang פהנג Pahari languages פאהארי Pahlavi פהלווי Pahlavi dynasty קטגוריה:שושלת פהלווי Pahlavi dynasty שושלת פהלווי Paid tha Cost to Be da Boss Paid tha Cost to Be da Bo$$ Paid-contribution disclosure ויקיפדיה:עריכה בתשלום Paide פאידה Paideia פאידיאה Paillier cryptosystem הצפנת פאיי Pain כאב Pain קטגוריה:כאב Pain & Gain רווח וכאב Pain of Salvation Pain of Salvation Paine פיין Painkiller Painkiller Painkiller: Hell & Damnation Painkiller: Hell & Damnation Paint צבע Paint Your Wagon המכורים לזהב Paint thinner מדלל צבע PaintShop Pro Paint Shop Pro Paintball פיינטבול Paintbrush מכחול Painted Desert המדבר הצבוע Painted bush quail שליו בוש מצויר Painted frogs קטגוריה:עגולשוניים Painted ladies גברות מצובעות Painted-snipe מקוריתיים Painter צייר Painters קטגוריה:ציירים Painters by nationality קטגוריה:ציירים לפי מוצא Painters by period קטגוריה:ציירים לפי תקופות Painters from Georgia קטגוריה:ציירים גאורגים Painting ציור Painting קטגוריה:ציור Painting תבנית:יצירת אמנות Painting techniques קטגוריה:טכניקות ציור Paintings קטגוריה:ציורים Paintings by Andrea del Verrocchio קטגוריה:אנדריאה דל ורוקיו Paintings by Caravaggio קטגוריה:קאראווג'ו Paintings by Edgar Degas קטגוריה:אדגר דגה: ציורים Paintings by Eugène Delacroix קטגוריה:אז'ן דלקרואה Paintings by Giorgione קטגוריה:ג'ורג'ונה Paintings by Giovanni Bellini קטגוריה:ג'ובאני בליני Paintings by Henri Matisse קטגוריה:אנרי מאטיס Paintings by Hieronymus Bosch קטגוריה:הירונימוס בוש Paintings by Jacques-Louis David קטגוריה:ז'אק לואי דויד Paintings by M. Turner קטגוריה:ויליאם טרנר Paintings by Michelangelo קטגוריה:מיכלאנג'לו בואונרוטי: ציורים Paintings by Paul Cézanne קטגוריה:פול סזאן Paintings by Paul Gauguin קטגוריה:פול גוגן Paintings by Piero della Francesca קטגוריה:פיירו דלה פרנצ'סקה Paintings by Pieter Brueghel the Elder קטגוריה:פיטר ברויגל האב Paintings by Rembrandt קטגוריה:רמברנדט Paintings by René Magritte קטגוריה:רנה מגריט Paintings by Théodore Géricault קטגוריה:תאודור ז'ריקו Paintings by Tintoretto קטגוריה:טינטורטו Paintings by Titian קטגוריה:טיציאן Paintings by Umberto Boccioni קטגוריה:אומברטו בוצ'וני: ציורים Paintings by artist קטגוריה:ציורים לפי צייר Paintings by century קטגוריה:ציורים לפי שנים Paintings by subject קטגוריה:ציורים לפי נושא Paintings by Édouard Manet קטגוריה:אדואר מאנה Paintings in the Borghese Collection קטגוריה:גלריה בורגזה: ציורים Paintings of the Louvre קטגוריה:הלובר: ציורים Paintings of the Philadelphia Museum of Art קטגוריה:מוזיאון פילדלפיה לאמנות: יצירות אמנות Paintings of the Virgin Mary קטגוריה:המדונה והילד Pair of Kings שני מלכים Pair production יצירת זוג Pair programming תכנות בזוגות Pairing function פונקציית זיווג Paisley פייזלי Paiute פאיוט Pajamas פיג'מה Pajeon פאג'ון Pajęczno פאיינצ'נו Pak Pong-ju פאק פונג-ג'ו Pakhtakor Tashkent FK פחטקור טשקנט Pakicetidae פקיצטיים Pakicetus פקיצטוס Pakistan פקיסטן Pakistan קטגוריה:פקיסטן Pakistan Air Force חיל האוויר הפקיסטני Pakistan Armed Forces הכוחות המזוינים של פקיסטן Pakistan Balochistan בלוצ'יסטן Pakistan International Airlines פקיסטן אינטרנשיונל איירליינס Pakistan Marines קטגוריה:פקיסטן: צבא וביטחון Pakistan Peoples Party מפלגת העם הפקיסטנית Pakistan at the Olympics פקיסטן במשחקים האולימפיים Pakistan at the Paralympics פקיסטן במשחקים הפאראלימפיים Pakistan national basketball team נבחרת פקיסטן בכדורסל Pakistan national football team נבחרת פקיסטן בכדורגל Pakistan national football team results נבחרת פקיסטן בכדורגל Pakistan templates קטגוריה:תבניות ניווט - פקיסטן Pakistani Nobel laureates קטגוריה:זוכי פרס נובל פקיסטנים Pakistani actors קטגוריה:שחקני קולנוע וטלוויזיה פקיסטנים Pakistani cuisine קטגוריה:המטבח הפקיסטני Pakistani culture קטגוריה:פקיסטן: תרבות Pakistani military personnel קטגוריה:אנשי צבא פקיסטנים Pakistani people קטגוריה:פקיסטנים Pakistani politicians קטגוריה:פוליטיקאים פקיסטנים Pakistan–Qatar relations יחסי פקיסטן-קטר Paklenica פקלניצה Pako Ayestarán פאקו אייסטאראן Pakora פקורה Pakruojis District Municipality פאקרוייס Paks פקש Pal Joey חברי ג'ואי Pala d'Oro פאלה ד'אורו PalaLottomatica פאלאלוטומטיקה Palace ארמון Palace Square כיכר הארמון Palace Walk בית בקהיר Palace of Beaulieu ארמון בוליו Palace of Caserta ארמון קזרטה Palace of Culture and Science ארמון התרבות והמדע Palace of Desire כמאל Palace of Fine Arts היכל האמנויות היפות Palace of Fontainebleau טירת פונטנבלו Palace of Nations ארמון האומות Palace of Peace and Reconciliation ארמון השלום וההתפייסות Palace of Placentia ארמון פלסנטיה Palace of Tau ארמון טו Palace of Venaria רג'ה די ונריה ריאלה Palace of Versailles ארמון ורסאי Palace of Versailles קטגוריה:ארמון ורסאי Palace of Westminster ארמון וסטמינסטר Palace of Whitehall ארמון וייטהול Palace of the Parliament ארמון הפרלמנט Palace of the Soviets ארמון הסובייטים Palaces קטגוריה:ארמונות Palaces in Catania קטגוריה:קטניה: ארמונות Palaces in Florence קטגוריה:פירנצה: ארמונות Palaces in France קטגוריה:צרפת: ארמונות Palaces in Italy קטגוריה:איטליה: ארמונות Palaces in Mexico קטגוריה:מקסיקו: ארמונות Palaces in Paris קטגוריה:פריז: ארמונות Palaces in Rome קטגוריה:רומא: ארמונות Palaces in Tokyo קטגוריה:טוקיו: ארמונות Palaces in Turkey קטגוריה:טורקיה: ארמונות Palaces in Venice קטגוריה:ונציה: ארמונות Palacio Barolo ארמון ברולו Palacio Municipal de Deportes San Pablo היכל סן פבלו Palacio Vistalegre פלאסיו ויסטלגרה Palacio de Bellas Artes ארמון האמנויות היפות Palacio de Deportes José María Martín Carpena חוסה מריה מרטין קאפרנה ארנה Palacio de Deportes de la Comunidad de Madrid פלאסיו דה דפורטס דה לה קומונידד דה מדריד Paladin אביר קודש Paladin דמויות במבוכים ודרקונים Palaeognathae עופות קדומים חסרי שיניים Palaeography פלאוגרפיה Palaeoloxodon פליאולוקסודון Palaeomastodon פלאומסטודון Palaestina Prima פלשתינה פרימה Palaestina Salutaris פלשתינה טרטיה Palaestina Secunda פלשתינה סקונדה Palagonite פלגוניט Palaiokastritsa מוני תאוטוקו Palair פאלאייר מקדוניאן איירליינס Palais Bourbon ארמון בורבון Palais Garnier האופרה גרנייה Palais de Chaillot ארמון שאיו Palais de Rumine ארמון רומין Palais de Tokyo פלה דה טוקיו Palais des Papes ארמון האפיפיורים Palais-Royal פאלה רויאל Palana פלנה Palanga פלאנגה Palantír פלנטיר Palasport Mens Sana היכל פאלאסטרה Palatal approximant מקורב עיצור חכי Palatal consonant עיצורים חכיים Palatal nasal אפי עיצור חכי Palatalization עיצורים מחונככים Palate חך Palatine Anthology האנתולוגיה היוונית Palatine Hill גבעת הפאלאטיום Palatine uvula ענבל Palau פלאו Palau קטגוריה:פלאו Palau Blaugrana פלאו בלאוגרנה Palau Güell פלאו גואל Palau Municipal d'Esports de Badalona האולימפיקו דה בדאלונה Palau Nacional פלאו נסיונל Palau Sant Jordi פלאו סן ז'ורדי Palau at the Olympics פלאו במשחקים האולימפיים Palau de la Música Catalana פלאו דה לה מוזיקה קטלנה Palau national football team נבחרת פלאו בכדורגל Palau templates קטגוריה:תבניות ניווט - פלאו Palavir מחלקת הטיס Palawan פלאוואן Palawan bearded pig חזיר מזוקן פאלאווני Palawan hornbill קלאו לבן-זנב Palawan stink badger בואשן גירית פלאוואן Palazzina di caccia of Stupinigi מעון הציד הגדול של סטופיניג'י Palazzo Barberini ארמון ברבריני Palazzo Cavalli-Franchetti פאלאצו קאוואלי-פרנקטי Palazzo Dario פאלאצו דאריו Palazzo Farnese ארמון פארנזה Palazzo Grassi פאלאצו גראסי Palazzo Grimani di San Luca פאלאצו גרימאני די סן לוקה Palazzo Grimani di Santa Maria Formosa פאלאצו גרימאני די סנטה מריה פורמוזה Palazzo Medici Riccardi פאלאצו מדיצ'י-ריקארדי Palazzo Pitti פאלאצו פיטי Palazzo Pubblico פלאצו פובליקו Palazzo Vecchio פאלאצו וקיו Palazzo Venezia ארמון ונציה Palazzo dei Normanni פלאצו דיי נורמני Palazzo dei Priori פלאצו דיי פריורי Pale Blue Dot נקודה כחולה חיוורת Pale Kings and Princes מלכים ונסיכים חיוורים Pale chanting goshawk נץ אפור דרומי Pale fox שועל פייל Pale of Settlement תחום המושב Pale rockfinch דרורית קצרת אצבעות Pale-throated sloth עצלן חיוור-גרון Palearctic ecozone פליארקטי Palenque פלנקה Paleo-Hebrew alphabet הכתב העברי הקדום Paleoanthropology פלאואנתרופולוגיה Paleocene פלאוקן Paleoclimatology פלאוקלימטולוגיה Paleoconservatism פלאו-שמרנות Paleogene פלאוגן Paleogenetics פלאוגנטיקה Paleolithic התקופה הפלאוליתית Paleolithic קטגוריה:התקופה הפלאוליתית Paleolithic diet דיאטה פלאוליתית Paleomagnetism פלאומגנטיזם Paleontologists קטגוריה:פלאונטולוגים Paleontology פלאונטולוגיה Paleontology קטגוריה:פלאונטולוגיה Paleontology stubs קטגוריה:קצרמר בעלי חיים פרה-היסטוריים Paleoproterozoic פלאופרוטרוזואיקון Paleosiberian languages קטגוריה:שפות פלאו-אסיאתיות Paleosiberian languages שפות פלאו-אסיאתיות Paleosol פלאוסול Paleosuchus קיימן גמדי Paleozoic פלאוזואיקון Paleozoic קטגוריה:פלאוזואיקון Paleozoic animals קטגוריה:יצורים מעידן הפלאוזואיקון Paleozoic graphical timeline תבנית:פלאוזואיקון Paleozoology פלאוזואולוגיה Palermo פלרמו Palermo Cathedral קתדרלת פלרמו Palermo Stone אבן פלרמו Palestine פלסטין Palestine קטגוריה:ארץ ישראל Palestine 194 הקמפיין הדיפלומטי הפלסטיני להכרה במדינה פלסטינית באו"ם Palestine Arab Congress הקונגרס הערבי-פלסטיני Palestine Arab Party המפלגה הערבית הפלסטינית Palestine Brigade RAF הבריגדה הארצישראלית Palestine Communist Party המפלגה הקומוניסטית של פלשתינה Palestine Exploration Fund הקרן לחקר ארץ ישראל Palestine Final Fortress תוכנית המבצר האחרון Palestine Jewish Colonization Association פיק"א Palestine Liberation Front החזית לשחרור פלסטין Palestine Liberation Organization הארגון לשחרור פלסטין Palestine Liberation Organization קטגוריה:הארגון לשחרור פלסטין Palestine Pilgrims' Text Society החברה לכתבי עולי הרגל לארץ ישראל Palestine Police Force משטרת המנדט Palestine Railways הרכבת המנדטורית Palestine Red Crescent Society הסהר האדום הפלסטיני Palestine Regiment מתנדבי היישוב ברגימנט הארץ ישראלי Palestine Wilhelma וילהלמה Palestine at the Olympics הרשות הפלסטינית במשחקים האולימפיים Palestine at the Paralympics הרשות הפלסטינית במשחקים הפאראלימפיים Palestine national basketball team נבחרת פלסטין בכדורסל Palestine national football team נבחרת פלסטין בכדורגל Palestine pound לירה ארץ ישראלית Palestine refugee camps קטגוריה:מחנות פליטים פלסטיניים Palestine sunbird צופית בוהקת Palestine templates קטגוריה:תבניות ניווט - הרשות הפלסטינית Palestine-info/Israeli security wall גדר ההפרדה Palestine: Peace Not Apartheid פלסטין: שלום ולא אפרטהייד Palestinian Airlines פלסטיניאן איירליינס Palestinian Arabic ערבית פלסטינית Palestinian Broadcasting Corporation רשות השידור הפלסטינית Palestinian Central Bureau of Statistics הלשכה הפלסטינית המרכזית לסטטיסטיקה Palestinian Christians קטגוריה:נוצרים פלסטינים Palestinian Democratic Union האיחוד הדמוקרטי הפלסטיני Palestinian Legislative Council המועצה המחוקקת הפלסטינית Palestinian Media Watch מבט לתקשורת פלסטינית Palestinian National Authority הרשות הפלסטינית Palestinian National Authority קטגוריה:הרשות הפלסטינית Palestinian National Authority law קטגוריה:הרשות הפלסטינית: חוק ומשפט Palestinian National Council המועצה הלאומית הפלסטינית Palestinian National Covenant האמנה הלאומית הפלסטינית Palestinian National Security Forces הביטחון הלאומי Palestinian National Security Forces קטגוריה:מנגנוני הביטחון הפלסטיניים Palestinian National Theatre תיאטרון אל-חכוואתי Palestinian People's Party מפלגת העם הפלסטינית Palestinian Preventive Security הביטחון המסכל Palestinian Prisoners Club מועדון האסיר הפלסטיני Palestinian Prisoners' Document מסמך האסירים Palestinian Scout Association ארגון צופי פלסטין Palestinian Unity Government of June 2014 ממשלת האחדות הפלסטינית Palestinian businesspeople קטגוריה:אנשי עסקים פלסטינים Palestinian cuisine המטבח של ערביי ארץ ישראל Palestinian cuisine קטגוריה:המטבח הפלסטיני Palestinian culture קטגוריה:פלסטינים: תרבות Palestinian diaspora הפזורה הפלסטינית Palestinian emigrants קטגוריה:יורדים מארץ ישראל Palestinian fedayeen פדאיון Palestinian film directors קטגוריה:במאי קולנוע פלסטינים Palestinian flag הדגל הפלסטיני Palestinian footballers קטגוריה:כדורגלנים פלסטינים Palestinian historians קטגוריה:היסטוריונים פלסטינים Palestinian journalists קטגוריה:עיתונאים פלסטינים Palestinian law החקיקה ברשות הפלסטינית Palestinian militant groups קטגוריה:ארגוני טרור פלסטינים Palestinian militants קטגוריה:טרוריסטים פלסטינים Palestinian minhag נוסח ארץ ישראל Palestinian music קטגוריה:מוזיקה פלסטינית Palestinian nationalism התנועה הלאומית הפלסטינית Palestinian painters קטגוריה:ציירים פלסטינים Palestinian people קטגוריה:פלסטינים Palestinian people by occupation קטגוריה:פלסטינים לפי מקצוע Palestinian people by religion קטגוריה:ארץ ישראלים Palestinian people with disabilities קטגוריה:נכות: פלסטינים Palestinian physicians קטגוריה:רופאים פלסטינים Palestinian political violence טרור פלסטיני Palestinian politicians קטגוריה:פוליטיקאים פלסטינים Palestinian prisoners of Israel אסיר ביטחוני Palestinian refugee camps מחנה פליטים פלסטינים Palestinian refugee camps in the Gaza Strip קטגוריה:מחנות פליטים פלסטיניים ברצועת עזה Palestinian refugees בעיית הפליטים הפלסטינים Palestinian refugees קטגוריה:פליטים פלסטיניים Palestinian return to Israel הסתננות Palestinian right of return זכות השיבה Palestinian rocket attacks on Israel התקפות רקטות פלסטיניות על ישראל מרצועת עזה Palestinian singers קטגוריה:זמרים פלסטינים Palestinian sportspeople קטגוריה:ספורטאים פלסטינים Palestinian stone-throwing יידוי אבנים Palestinian terrorism קטגוריה:טרור פלסטיני Palestinian tunnel warfare in the Gaza Strip מנהרות לחימה ברצועת עזה Palestinian vocalization ניקוד ארצישראלי Palestinian workers in Israel עובדים פלסטינים בישראל Palestinian writers קטגוריה:סופרים פלסטינים Palestinians פלסטינים Palestrina פלסטרינה Palette לוח צבעים Paley פיילי Paley–Zygmund inequality אי-שוויון פלי-זיגמונד Palgrave Macmillan Palgrave Macmillan Pali פאלי Palica משתמש:Palica Palikir פליקיר Palimpsest פלימפססט Palindrome פלינדרום Palio di Siena פאליו Palisades Sill סיל הפליסיידס Palk Strait מצר פלק Pallacanestro Biella פלקנסטרו ביאלה Pallacanestro Biella players קטגוריה:כדורסלני ביאלה Pallacanestro Cantù פלקנסטרו קאנטו Pallacanestro Cantù players קטגוריה:כדורסלני קאנטו Pallacanestro Olimpia Milano אולימפיה מילאנו Pallacanestro Reggiana פלקנסטרו רג'אנה Pallacanestro Reggiana players קטגוריה:כדורסלני פלקנסטרו רג'אנה Pallacanestro Treviso בנטון טרוויזו Pallacanestro Treviso coaches קטגוריה:מאמני בנטון טרוויזו Pallacanestro Treviso players קטגוריה:כדורסלני בנטון טרוויזו Pallacanestro Trieste פלקנסטרו טריאסטה Pallacanestro Varese פלקנסטרו וארזה Pallacanestro Varese players קטגוריה:כדורסלני וארזה Pallacanestro Virtus Roma פלקנסטרו וירטוס רומא Pallacanestro Virtus Roma players קטגוריה:כדורסלני וירטוס רומא Palladian architecture אדריכלות פלדיאנית Palladian architecture קטגוריה:אדריכלות פלדיאנית Palladium פלדיום Pallas פאלאס Pallas family משפחת פאלאס Pallas's cat חתול פאלאס Pallet משטח Pallet jack עגלת משטחים Palliative care טיפול פליאטיבי Pallium פליום Pallywood פאליווד Palm פאלם Palm Beach פאלם ביץ' Palm Islands איי התמרים Palm Sunday יום ראשון של הדקלים Palm cockatoo קקדו דקלים Palm oil שמן דקלים Palm-nut vulture נשר הדקלים Palma פלמה Palma Cathedral קתדרלת פלמה דה מיורקה Palma de Mallorca Airport נמל התעופה פלמה דה מיורקה Palmach פלמ"ח Palmach קטגוריה:הפלמ"ח Palmach Museum מוזיאון הפלמ"ח Palmach fighters קטגוריה:לוחמי הפלמ"ח Palmachim פלמחים Palmachim Airbase בסיס פלמחים Palmar carpal branch of radial artery ענף שורש היד הכפי Palmar carpal branch of ulnar artery ענף שורש היד הכפי Palmar grasp reflex רפלקס הלפיתה Palmar metacarpal arteries עורקי מתוך היד הכפיים Palmares פלמארס Palmaris longus muscle שריר הכף הארוך Palme d'Or פרס דקל הזהב Palme d'Or winners קטגוריה:זוכי פרס דקל הזהב Palmer פאלמר Palmer Land ארץ פאלמר Palmeral of Elche חורש הדקלים באלש Palmier אוזני פיל Palmiro Togliatti פלמירו טוליאטי Palmistry קריאה בכף היד Palmitic acid חומצה פלמיטית Palmolive Building בניין פלמוליב Palmyra קטגוריה:תדמור Palmyra תדמור Palmyra Atoll אטול פאלמירה Palmyra Castle טירת פח'ר א-דין אל-מעני Palmyrene Empire האימפריה התדמורית Palo Alto Networks פאלו אלטו נטוורקס Palomar Observatory מצפה הכוכבים פאלומר Palpalá פלפלה Palpatine פלפטין Paltel פלטל Paltiel פלטיאל Paltiel Daykan פלטיאל דייקן Paluweh רוקטנדה Paluxy River פלאקסי Palyam פלי"ם Palygorskite פליגורסקיט Palynology פלינולוגיה Palóc פאלוצים Pam Ferris פאם פריס Pam Grier פאם גריר Pam Reynolds case המקרה של פאם ריינולדס Pamba פמבש Pamela Adlon פמלה אדלון Pamela Anderson פמלה אנדרסון Pamela Gay פמלה גיי Pamela Geller פמלה גלר Pamela Hansford Johnson פמלה הנספורד ג'ונסון Pamela Levy פמלה לוי Pamir Mountains הרי פמיר Pamir National Park הפארק הלאומי טג'יק Pamir languages שפות הפאמיר Pamlico Sound לגונת פמליקו Pampas פמפס Pampas cat חתול הפמפס Pampas deer אייל הפאמפאס Pampas fox שועל הפמפס Pamphilus of Caesarea פמפילוס Pamphlet פמפלט Pamplona פמפלונה Pamporovo פמפורובו Pamukkale פמוקלה Pan PAN Pan פאן Pan Am פאן אם Pan Am קטגוריה:פאן אמריקן וורלד איירווייז Pan Am Flight 103 טיסה 103 של פאן אמריקן Pan Am Flight 214 טיסה 214 של פאן אם Pan Am Flight 73 חטיפת טיסה 73 של פאן אם Pan American Games המשחקים הפאן-אמריקאיים Pan American World Airways פאן אמריקן וורלד איירווייז Pan Arab Games המשחקים הפאן-ערביים Pan European Game Information Pan European Game Information Pan Pacific Open אליפות טוראי פאן פסיפיק הפתוחה Pan Pacific Swimming Championships אליפות הפאן פסיפיק בשחייה Pan de jamón פאן דה חמון Pan flute חליל פאן Pan's Labyrinth המבוך של פאן Pan-African colours הצבעים הכלל-אפריקאיים Pan-African orogeny האירוע הפאן-אפריקאי Pan-Africanism פאן-אפריקניות Pan-Africanism קטגוריה:פאן-אפריקניות Pan-American Highway הכביש הפאן-אמריקאי Pan-Arab colors צבעי הלאומיות הכלל-ערבית Pan-Arabism פאן-ערביות Pan-European Picnic הפיקניק הפאן-אירופי Pan-European corridors נתיבי התעבורה הפאן-אירופיים Pan-German League האיגוד הכול-גרמני Pan-Germanism פאן-גרמניות Pan-Nigerian alphabet האלפבית הפאן-ניגרי Pan-Pacific Auditorium אודיטוריום פאן-פסיפיק Pan-Slavic colors צבעי הלאומיות הכלל-סלאבית Pan-bagnat פאן באניה Pan-pan פאן-פאן Panacea פנקיאה Panagiotis Danglis פנאיוטיס דנגליס Panagiotis Vasilopoulos פנאיוטיס ואסילופולוס Panagyurishte פנגיורישטה Panait Istrati פנאיט איסטרטי Panama פנמה Panama קטגוריה:פנמה Panama Canal קטגוריה:תעלת פנמה Panama Canal תעלת פנמה Panama Canal Zone אזור תעלת פנמה Panama City פנמה סיטי Panama City קטגוריה:פנמה סיטי Panama Colón קולון Panama La Chorrera לה צ'וררה Panama Papers מסמכי פנמה Panama at the Olympics פנמה במשחקים האולימפיים Panama at the Paralympics פנמה במשחקים הפאראלימפיים Panama hat כובע פנמה Panama national basketball team נבחרת פנמה בכדורסל Panama national football team נבחרת פנמה בכדורגל Panama scandals שערוריית פנמה Panama templates קטגוריה:תבניות ניווט - פנמה Panamanian athletes קטגוריה:אתלטים פנמים Panamanian balboa בלבואה Panamanian basketball players קטגוריה:כדורסלנים פנמים Panamanian culture קטגוריה:פנמה: תרבות Panamanian footballers קטגוריה:כדורגלנים פנמים Panamanian people קטגוריה:פנמים Panamanian politicians קטגוריה:פוליטיקאים פנמים Panamanian sportspeople קטגוריה:ספורטאים פנמים Panamax פנמקס Panasonic פנסוניק Panasonic Lumix DMC-FZ50 Panasonic Lumix DMC-FZ50 Panathenaic Games המשחקים הפאן-אתנאיים Panathenaic Stadium אצטדיון פאנאתינאיקו Panathinaikos A.O. קטגוריה:פנאתינייקוס Panathinaikos B.C. פנאתינייקוס Panathinaikos B.C. coaches קטגוריה:מאמני פנאתינייקוס בכדורסל Panathinaikos B.C. players קטגוריה:כדורסלני פנאתינייקוס Panathinaikos F.C. פנאתינייקוס Panathinaikos F.C. managers קטגוריה:מאמני פנאתינייקוס בכדורגל Panathinaikos F.C. players קטגוריה:כדורגלני פנאתינייקוס Panavia Tornado טורנדו Panayiotopoulos syndrome תסמונת פנאיאוטופולוס Panbabylonism בריאת העולם ביהדות ובאנומה אליש Pancake חביתית Pancake sorting בעיית סידור הפנקייקים של גודמן Pancake tortoise צב הפנקייק Panchatantra פנצ'טנטרה Pancho Villa פנצ'ו וייה Pancho Vladigerov פאנצ'ו ולדיגרוב Pancratium חבצלת Pancratium maritimum חבצלת החוף Pancratium sickenbergeri חבצלת הנגב Pancreas לבלב Pancreatic branches of splenic artery ענפי הלבלב Pancreatic cancer סרטן הלבלב Pancreatic islets איי לנגרהנס Pancreaticoduodenal artery עורק הלבלב והתריסריון Pancreaticoduodenectomy ניתוח ויפל Pancreatitis דלקת לבלב Panda פנדה Panda Security פנדה סקיוריטי Pandeiro פאנדירו Pandemic מגפה Pandemics קטגוריה:מגפות Pandora פנדורה Pandora Archive פנדורה Pandora Radio פנדורה Pandoravirus פנדורה וירוס Pandæmonium פנדמוניום Pane carasau פאנה קאראסאו Panellinios B.C. פאנליניוס Panentheism פנאנתאיזם Paneriai פונאר Panetolikos F.C. פאנטוליקוס Panetolikos players קטגוריה:כדורגלני פאנטוליקוס Panettone פנטונה Panevėžys פוניבז' Panevėžys County מחוז פוניבז' Panevėžys County קטגוריה:מחוז פוניבז' Panevėžys District Municipality פוניבז' Panfilov's Twenty-Eight Guardsmen המיתוס של אנשי פאנפילוב Panforte פנפורטה Pangaea פנגיאה Pangai פאנגיי Pangai-noon פנגיי נון Pangenesis פנגנזה Panglong Agreement הסכם פנגלונג Pango Pango Pango פנגו Pangolin פנגולינאים Pangolins קטגוריה:פנגוליניים Pangram פנגרמה Panhard AML פאנהארד AML Panhellenic Games המשחקים הפאן הלניים Panhellenic Games קטגוריה:משחקים פאן הלניים Panhellenic Socialist Movement התנועה הסוציאליסטית הפאן-הלנית Panic תבהלה Panic attack התקף חרדה Panic disorder הפרעת פאניקה Panic of 1873 המשבר הפיננסי של 1873 Panic! at the Disco פאניק! אט דה דיסקו Panic! at the Disco discography דיסקוגרפיה של פאניק! אט דה דיסקו Panik פאניק Panini פניני Panionios B.C. פאניוניוס Panionios F.C. פאניוניוס Panionios G.S.S. players קטגוריה:כדורגלני פאניוניוס Panitumumab וקטיביקס Pankisi Gorge ערוץ פנקיסי Pankow פנקו Pankration פאנקרטיון Panna cotta פנקוטה Panning פאנינג Pannonhalma Archabbey מנזר פאנונהאלמה Pannonia פאנוניה Pannonian Avars אווארים Pannonian Basin המישור הפאנוני Pannonica de Koenigswarter פאנוניקה דה קניגסווארטר Panopticon פנאופטיקון Panorama פנורמה Panorama Mesdag פנורמת מסדאך Panoramic photography צילום פנורמי Panoramio פנורמיו Pansexuality פאנסקסואליות Panspermia פנספרמיה Pansy אמנון ותמר Pantalone פנטלונה Pantanal פנטנל Pantanal cat נמרון הפנטנל Panteley Kiselov פנטליי קיסלוב Pantelis Kafes פאנטליס קאפס Pantelleria פנטלריה Pantera פנטרה Pantera albums קטגוריה:אלבומי פנטרה Panthalassa פנתלסה Pantheism פנתאיזם Pantheon פנתאון Panther פנתר Panther chameleon זיקית פנתר Panther tank פנתר Panthera פנתר Panthera קטגוריה:פנתר Panthera leo spelaea אריה מערות Pantherinae חתולים גדולים Panthrakikos F.C. players קטגוריה:כדורגלני פאנטראקיקוס Panthéon הפנתאון של פריז Panthéon-Assas University אוניברסיטת פריז II: פנתאון - אסאס Panties תחתונים Pantograph פנטוגרף רכבות Pantokrator פנטוקראטור Pantone פנטון Pantothenic acid ויטמין B5 Pantropical spotted dolphin סטנלה פאנטרופית Pantry מזווה Pantsir-S1 פנציר-S1 Pantyhose גרבון Panzanella פנצנלה Panzer פאנצר Panzer 35(t) פאנצר 35(t) Panzer 38(t) פאנצר 38(t) Panzer Army Africa ארמיית הפאנצר אפריקה Panzer I פאנצר סימן 1 Panzer II פאנצר סימן 2 Panzer III פאנצר סימן 3 Panzer IV פאנצר סימן 4 Panzer VII Löwe פאנצר סימן 7 Panzer VIII Maus פאנצר סימן 8 Panzer-Grenadier-Division Großdeutschland דיוויזיית גרוסדויטשלנד Panzerfaust פאנצרפאוסט Panzergrenadier פאנצרגרנדיר Panzerhaubitze 2000 Panzerhaubitze 2000 Panzerjäger פנצרייגר Panzerschreck פנצרשרק Panzerwaffe השריון הגרמני במלחמת העולם השנייה Pančevo פנצ'בו Paola Espinosa פאולה אספינוסה Paolo Bellasio פאולו בלאסיו Paolo Bettini פאולו בטיני Paolo Boccone פאולו בוקון Paolo Borsellino פאולו בורסלינו Paolo Boselli פאולו בוזלי Paolo Cannavaro פאולו קנבארו Paolo Di Canio פאולו די קאניו Paolo Giordano פאולו ג'ורדנו Paolo Guerrero פאולו גררו Paolo Lucio Anafesto פאולו לוצ'יו אנאפסטו Paolo Maldini פאולו מלדיני Paolo Montero פאולו מונטרו Paolo Nespoli פאולו נספולי Paolo Nutini פאולו נוטיני Paolo Pulici פאולו פוליצ'י Paolo Quagliati פאולו קוואליאטי Paolo Rossi פאולו רוסי Paolo Ruffini פאולו רופיני Paolo Savi פאולו סאבי Paolo Savoldelli פאולו סבולדלי Paolo Tosti פאולו טוסטי Paolo Uccello פאולו אוצ'לו Paolo Veronese פאולו ורונזה Paolo and Vittorio Taviani האחים טביאני Paolo dal Pozzo Toscanelli פאולו דל פוצו טוסקנלי Paolo1337/blahblahblah שינה זעירה Pap test בדיקת משטח צוואר הרחם Papa Beaver's Storytime מסיפורי אבא בונה Papa Bouba Diop פאפא בובה דיופ Papa Don't Preach Papa Don't Preach Papa Little פפא הקטן Papa Roach פאפא רוץ' Papa Roach - lovehatetragedy.jpg תמונה:Lovehatetragedy cover.jpg Papa Stour פפא סטור Papa Westray פאפא וסטריי Papa'z Song Papa'z Song Papabile פפאביל Papahānaumokuākea Marine National Monument פפהאנאומוקואקאה Papain פפאין Papal Palace of Castel Gandolfo אחוזת האפיפיור בקסטל גנדולפו Papal States מדינת האפיפיור Papal bull בולה אפיפיורית Papal bulls קטגוריה:בולות Papal conclave קונקלווה Papal consistory קונסיסטוריה Papal diplomacy נונציו Papal tiara כתר אפיפיורי Papanași פפנש Paparazzi Paparazzi Paparazzi פפראצי Paparuda פפרודה Papaver פרג Papaver somniferum פרג האופיום Papaver umbonatum פרג אגסי Papaveraceae פרגיים Papaveraceae קטגוריה:פרגיים Papaya פפאיה Papeete פפאטה Paper נייר Paper קטגוריה:נייר Paper Chase סימני דרך Paper Clips Project פרויקט אטבי הניירות Paper Dolls בובות נייר Paper Monsters Paper Monsters Paper Towns ערים של נייר Paper clip אטב ניירות Paper cup כוס נייר Paper cut חתך מנייר Paper fortune teller קווה-קווה Paper knife סכין לפתיחת מכתבים Paper lantern עששית נייר Paper machine מכונת נייר Paper mill טחנת נייר Paper model דגם נייר Paper mulberry תות נייר Paper plane מטוס נייר Paper recycling מחזור נייר Paper shredder מגרסת נייר Paper size גודל נייר Paper tiger נמר של נייר Paper towel מגבת נייר Paper-and-pencil game משחק עט ונייר Paper-and-pencil games קטגוריה:משחקי עט ונייר Paper-towel dispenser מתקן לנייר ניגוב ידיים Paperboy מחלק העיתונים Papercrete בטונייר Papercutting מגזרת נייר Paperman Paperman Papernaia Plasmodium Paperweight משקולת נייר Paphlagonia פפלגוניה Paphos פאפוס Paphrag/sandbox מערכי DNA Papi Kimoto פפי קימוטו Papi chulo... Papi chulo... Papias of Hierapolis פפיאס Papier-mâché עיסת נייר Papigiulio/friskyRadio עַלִיז Papilio זנב סנונית Papilio alexanor זנב סנונית המכבים Papilio machaon זנב סנונית נאה Papilio saharae זנב סנונית מדברי Papilloma פפילומה Papillon פפיון Pappenheim פפנהיים Pappus's centroid theorem משפט פאפוס Pappy Boyington גרגורי בוינגטון Paprika פפריקה Papua פפואה Papua New Guinea פפואה גינאה החדשה Papua New Guinea קטגוריה:פפואה גינאה החדשה Papua New Guinea at the Olympics פפואה גינאה החדשה במשחקים האולימפיים Papua New Guinea at the Paralympics פפואה גינאה החדשה במשחקים הפאראלימפיים Papua New Guinea in World War II קטגוריה:המערכה בגינאה החדשה Papua New Guinea national football team נבחרת פפואה גינאה החדשה בכדורגל Papua New Guinea women's national football team נבחרת פפואה גינאה החדשה בכדורגל נשים Papua New Guinean culture קטגוריה:פפואה גינאה החדשה: תרבות Papua New Guinean people קטגוריה:פפואה גינאה החדשה: אישים Papua New Guinean politicians קטגוריה:פפואה גינאה החדשה: פוליטיקאים Papuan eagle הרפיה ניו-גינאית Papulosquamous disorders קטגוריה:הפרעות חזזיות-קשקשיות Papy Djilobodji פאפי ג'ילובוג'י Papyrus פפירוס Papyrus קטגוריה:פפירוסים Papyrus 46 פפירוס 46 Papyrus Anastasi I פפירוס אנאסטאזי א Papyrus Harris 500 פפירוס האריס 500 Papyrus Harris I פפירוס האריס א Papyrus of Ani הפפירוס של אני Par פר Par value ריאלי לעומת נומינלי בכלכלה Par-cooking בישול מקדים ParaNorman פארנורמן ParaWorld ParaWorld Parabalani פרבלני Parable of the Good Samaritan השומרוני הטוב Parable of the Great Banquet משל הסעודה הגדולה Parable of the Mustard Seed משל גרגר החרדל Parable of the Prodigal Son הבן האובד Parable of the Wicked Husbandmen משל בעל הכרם Parable of the broken window משל החלון השבור Parables of Jesus קטגוריה:משלים בנצרות Parabola פרבולה Parabolic antenna אנטנה פרבולית Paracel Islands איי פאראסל Paracelsus פאראצלסוס Paraceratherium קרנף ענק Paracetamol פרצטמול Parachute מצנח Parachute Regiment הרגימנט המוצנח Parachutes Parachutes Parachuting צניחה חופשית Parachuting קטגוריה:צניחה Paracrine signalling מנגנון פאראקריני Parade המצעד Parade תהלוכה Parade Square כיכר המצעדים Parades קטגוריה:מצעדים Paradigm פרדיגמה Paradisaeidae קטגוריה:עדניים Paradise Paradise Paradise Beach חוף פארדייס Paradise Lost Paradise Lost Paradise Lost גן העדן האבוד Paradise Lost: The Child Murders at Robin Hood Hills גן עדן אבוד Paradise Now גן עדן עכשיו Paradise Syndrome תסמונת גן עדן Paradise shelduck טדורנה עדנית Paradox פרדוקס Paradox Valley עמק פרדוקס Paradox of thrift פרדוקס החיסכון Paradox of value פרדוקס הערך Paradoxes ספר:פרדוקסים Paradoxes קטגוריה:פרדוקסים Paradoxical reaction תגובה פרדוקסלית Paradoxosomatidae רבגפיים Paradoxurus גחן דקלים Paraechinus קיפוד מדבר Paraffin wax פרפין Parafunctional activity פעילות פאראפונקציונאלית Paragliding רחיפה Paragonite פרגוניט Paragraph פסקה Paragraph 175 סעיף 175 Paragraph 78 סעיף 78 Paraguay פרגוואי Paraguay קטגוריה:פרגוואי Paraguay Encarnación אנקרנסיון Paraguay Pedro Juan Caballero פדרו חואן קבאיירו Paraguay River פרגוואי Paraguay at the Olympics פרגוואי במשחקים האולימפיים Paraguay national basketball team נבחרת פרגוואי בכדורסל Paraguay national football team נבחרת פרגוואי בכדורגל Paraguay national football team managers קטגוריה:מאמני נבחרת פרגוואי בכדורגל Paraguay national football team navigational boxes קטגוריה:סגלי נבחרת פרגוואי בכדורגל Paraguay squad 2002 FIFA World Cup תבנית:נבחרת פרגוואי במונדיאל 2002 Paraguay squad 2004 Copa América תבנית:נבחרת פרגוואי בקופה אמריקה 2004 Paraguay squad 2006 FIFA World Cup תבנית:נבחרת פרגוואי במונדיאל 2006 Paraguay squad 2007 Copa América תבנית:נבחרת פרגוואי בקופה אמריקה 2007 Paraguay squad 2010 FIFA World Cup תבנית:נבחרת פרגוואי במונדיאל 2010 Paraguay squad 2011 Copa América תבנית:נבחרת פרגוואי בקופה אמריקה 2011 Paraguay squad 2015 Copa América תבנית:נבחרת פרגוואי בקופה אמריקה 2015 Paraguay squad Copa América Centenario תבנית:נבחרת פרגוואי בקופה אמריקה 2016 Paraguay templates קטגוריה:תבניות ניווט - פרגוואי Paraguayan Primera División ליגת העל הפרגוואית Paraguayan War מלחמת הברית המשולשת Paraguayan artists קטגוריה:אמנים פרגוואים Paraguayan culture קטגוריה:פרגוואי: תרבות Paraguayan football managers קטגוריה:מאמני כדורגל פרגוואים Paraguayan footballers קטגוריה:כדורגלנים פרגוואים Paraguayan law קטגוריה:פרגוואי: חוק ומשפט Paraguayan music קטגוריה:מוזיקה פרגוואית Paraguayan musicians קטגוריה:מוזיקאים פרגוואים Paraguayan people קטגוריה:פרגוואים Paraguayan politicians קטגוריה:פוליטיקאים פרגוואים Paraguayan sportspeople קטגוריה:ספורטאים פרגוואים Parah מסכת פרה Parahippus פראהיפוס Parakou פאראקו Paralimni פאראלימני Paralimni Stadium אצטדיון תאזוס מרקוס Paralititan פרליטיטן Parallax היסט Parallax פאראלקס Parallax rebirth.jpg קובץ:Parallax rebirth.jpg Parallel ישרים מקבילים Parallel מקביל Parallel ATA Parallel ATA Parallel Lives חיי אישים Parallel axis theorem משפט שטיינר Parallel bars מקבילים Parallel communication תקשורת מקבילית Parallel computing עיבוד מקבילי Parallel key סולם מקביל Parallel postulate אקסיומת המקבילים Parallel transport העתקה מקבילה Parallelepiped מקבילון Parallelism תקבולת Parallelogram מקבילית Parallelogram law כלל המקבילית Parallelogram of force מקבילית הכוחות Paralus פאראלוס Paralympic Games המשחקים הפאראלימפיים Paralympic Games קטגוריה:אולימפיאדת הנכים Paralympic Games תבנית:המשחקים הפאראלימפיים Paralympic athletes of Israel קטגוריה:אתלטים נכים ישראלים Paralympic competitors for Israel קטגוריה:ספורטאי ספורט נכים ישראלים Paralympic gold medalists קטגוריה:אלופים פאראלימפיים Paralympic gold medalists for Brazil קטגוריה:אלופים פאראלימפיים ברזילאים Paralympic gold medalists for Great Britain קטגוריה:אלופים פאראלימפיים בריטים Paralympic gold medalists for Israel קטגוריה:אלופים פאראלימפיים ישראלים Paralympic gold medalists for Japan קטגוריה:אלופים פאראלימפיים יפנים Paralympic gold medalists for the United States קטגוריה:אלופים פאראלימפיים אמריקאים Paralympic medalists for Israel קטגוריה:מדליסטים פאראלימפיים ישראלים Paralympic swimmers of Israel קטגוריה:שחיינים נכים ישראלים Paralympic swimming שחייה במשחקים הפאראלימפיים Paralympic table tennis players of Israel קטגוריה:שחקני טניס שולחן נכים ישראלים Paralympic wheelchair tennis players of Israel קטגוריה:טניסאים נכים ישראלים Paralysis שיתוק Paramagnetism פאראמגנטיות Paramaribo פרמריבו Paramecium סנדלית Paramedic פרמדיק Parameter פרמטר Parametric equation תיאור פרמטרי של עקום Paramore פאראמור Paramore-all we know is falling.jpg קובץ:All we know is falling-Paramore.jpg Paramount Pictures פראמאונט Paramount Pictures קטגוריה:סרטי פראמאונט Paran פארן Paraneoplastic syndrome תסמונת פארא-נאופלסטית Paranoia פרנויה Paranoid Paranoid Paranoid Park פרנויד פארק Paranoid personality disorder הפרעת אישיות פרנואידית Paranormal Activity פעילות על-טבעית Paranormal Activity קטגוריה:פעילות על-טבעית Paranormal Activity 2 פעילות על-טבעית 2 Paranormal Activity 3 פעילות על-טבעית 3 Paranormal Activity 4 פעילות על-טבעית 4 Paranormal Activity: The Marked Ones פעילות על-טבעית: המסומנים Paranthrene tabaniformis זכוכעש הצפצפה Paranthropus פרנתרופוס Paranthropus boisei פרנתרופוס בויזאי Paranthropus robustus פרנתרופוס רובוסטוס Paraná פרנה Paraná קטגוריה:מדינת פרנה Paraná River פרנה Paraphilia פאראפיליה Paraphrase פרפרזה Paraphrase mass מיסת פרפרזה Paraphyly פרפילטיות Paraplegia שיתוק הגפיים התחתונים Paraprosdokian פרפראזדוקיאן Paraprotein פאראפרוטאין Parapsychological Association על טבעי Parapsychology פאראפסיכולוגיה Parapsychology קטגוריה:פאראפסיכולוגיה Parasaurolophus פרזאורולופוס Parascheva of the Balkans פאראסקבה האדוקה Parashah פרשה Parasites קטגוריה:טפילים Parasitic animals קטגוריה:בעלי חיים טפיליים Parasitic capacitance משתמש:Mtietel/קיבול פרזיטי Parasitic jaeger חמסן טפיל Parasitic plant צמח טפיל Parasitic plants קטגוריה:צמחים טפיליים Parasitism טפילות Parasitoid פרזיטואידים Parasitologists קטגוריה:פרזיטולוגים Parasitology פרזיטולוגיה Parasocial interaction קשר פארא-חברתי Parasol Henbē עלילות בבאי Parasomnia פאראסומניה Parasympathetic nervous system מערכת העצבים הפאראסימפתטית Parathyroid gland בלוטת יותרת התריס Parathyroid hormone PTH Paratrechina אצנית Paratrooper Paratrooper Paratrooper צנחן Paratroopers Brigade חטיבת הצנחנים Paraventricular nucleus of hypothalamus Paraventricular nucleus Paraves פאראבס Paravians קטגוריה:פאראבס Paraxial approximation הקירוב הפראקסיאלי Paraíba פאראיבה Paraíba קטגוריה:פאראיבה Paraíba Arara ארארה Paraíba do Sul פאראיבה דו סול Parboiling חליטה Parc André Citroën פארק אנדרה סיטרואן Parc Astérix פארק אסטריקס Parc Monceau פארק מונסו Parc Montsouris פארק מונסורי Parc Olympique Lyonnais פארק אולימפיק ליון Parc de Belleville פארק בלוויל Parc de Bercy פארק ברסי Parc de la Ciutadella פארק המצודה Parc de la Villette פארק דה לה וילט Parc des Buttes Chaumont פארק דה בוט שומון Parc des Princes פארק דה פראנס Parchim פרכים Parchment קלף Parchment paper נייר אפייה Parchís פרצ'יז Parco del Valentino פארק ולנטינו Parczew פרצ'ב Pardes פרדס Pardes Hanna Agricultural High School בית הספר התיכון החקלאי פרדס חנה Pardes Hanna-Karkur פרדס חנה-כרכור Pardes Institute of Jewish Studies מכון פרדס Pardes Katz פרדס כץ Pardesiya פרדסיה Pardine genet גחן פארדין Pardo פרדו Pardo's Push הדחיפה של פארדו Pardon חנינה Pardon recipients קטגוריה:מקבלי חנינה Pardubice פרדוביצה Pareatinae פריאטיניים Paredes פארדס Pareidolia פראידוליה Parental alienation syndrome תסמונת הניכור ההורי Parental controls בקרת הורים Parental leave חופשת לידה Parental responsibility אחריות הורית Parenting הורות Parenting קטגוריה:הורות Parenting plan תוכנית הורות Parenting television series קטגוריה:תוכניות טלוויזיה על הורות Parerga משתמש:Parerga Paresthesia נמלול Pareto פארטו Pareto chart תרשים פארטו Pareto efficiency יעילות פארטו Pareto principle עקרון פארטו Pareve פרווה Parfait פרפה Pargalı Ibrahim Pasha פרגלי איברהים פאשה Pariah dog פאריה Paridae קטגוריה:ירגזיים Parietal bone עצם הקודקוד Parietal cell תא דופן בקיבה Parietal eye עין הקודקוד Parietal lobe האונה הקודקודית Parietaria judaica כתלית יהודה Parimarjan Negi פארימרז'אן נגי Parintins פרינטינס Parione פאריונה Paris פאריס Paris פורטל:פריז Paris פריז Paris קטגוריה:פריז Paris Agreement הסכם פריז Paris Air Show הסלון האווירי בפריז Paris Basin האגן הפריזאי Paris Basket Racing ראסינג פריז Paris Burials at the Panthéon קטגוריה:אישים הקבורים בפנתאון של פריז Paris Church of Saint-Sulpice כנסיית סן-סולפיס Paris Club מועדון פריז Paris Commune הקומונה הפריזאית Paris Commune הקומונה של פריז Paris Convention for the Protection of Industrial Property אמנת פריז Paris Gun תותח פריז Paris Hilton פריס הילטון Paris Hôtel de Ville בית עיריית פריז Paris Is Burning פריז בוערת Paris La Madeleine כנסיית מדלן Paris Latin Quarter הרובע הלטיני Paris Métro הרכבת התחתית של פריז Paris Olympics אולימפיאדת פריז Paris Opera האופרה הלאומית של פריז Paris Peace Accords הסכם פריז Paris Peace Conference ועידת השלום בפריז Paris Police Prefecture משטרת פריז Paris Racing Basket players קטגוריה:כדורסלני ראסינג פריז Paris Sacré-Cœur בזיליקת הלב הקדוש Paris Saint-Eustache כנסיית סנט אסטאש Paris Saint-Germain F.C. פריז סן-ז'רמן Paris Saint-Germain F.C. קטגוריה:פריז סן-ז'רמן Paris Saint-Germain F.C. managers קטגוריה:מאמני פריז סן ז'רמן Paris Saint-Germain F.C. players קטגוריה:כדורגלני פריז סן ז'רמן Paris Saint-Germain Féminines פריז סן-ז'רמן Paris Saint-Séverin כנסיית סן-סוורן Paris Sainte-Clotilde בזיליקת קלוטילדה הקדושה Paris Sewer Museum מוזיאון הביוב של פריז Paris Square כיכר חמרה Paris Université Club קבוצת אוניברסיטת פריז Paris massacre of 1961 הטבח בפריז Paris symphonies סימפוניות פריז Paris-Levallois Basket פריז לבלואה Paris-Plages פארי פלאז' Pariser Platz פאריזר פלאץ Parish פאריש Parish church כנסיית רובע Parishes and dependencies of Antigua and Barbuda מחוזות אנטיגואה וברבודה Parishes of Andorra קהילות אוטונומיות של אנדורה Parishes of Andorra קטגוריה:אנדורה: קהילות אוטונומיות Parishes of Barbados מחוזות ברבדוס Parishes of Dominica מחוזות דומיניקה Parishes of Grenada מחוזות גרנדה Parishes of Jamaica מחוזות ג'מייקה Parishes of Saint Kitts and Nevis מחוזות סנט קיטס ונוויס Parishes of Saint Vincent and the Grenadines מחוזות סנט וינסנט והגרנדינים Paris–Brest פריז-ברסט Paris–Le Bourget Airport נמל התעופה לה בורז'ה Paris–Nice פריז - ניס Paris–Roubaix פריז - רובה Parity מספר זוגי Parity קטגוריה:זוגיות Parity bit סיבית זוגיות Parity function פונקציית זוגיות Parity of zero הזוגיות של אפס Park פארק Park Avenue שדרת פארק Park Chan-wook פארק צ'אן-ווק Park Chu-young פארק צ'ו-יאנג Park Chung-hee פאק צ'ונגהי Park Geun-hye פאק גון-הייה Park Güell פארק גואל Park Ji-sung פארק ג'י-סונג Park Joo-ho פארק ג'ו-הו Park Lane פארק ליין Park Row Building בניין פארק רו Park Tae-hwan פארק טאי-הוואן Park Tzameret פארק צמרת Park and ride חנה וסע Parka אנוראק Parken Stadium אצטדיון פארקן Parker פארקר Parker Dam סכר פארקר Parker Lewis Can't Lose פרקר לואיס Parkin פרקין Parking קטגוריה:חנייה Parking lot חניון Parking meter מדחן Parking violation דו"ח חניה Parkinson פרקינסון Parkinson plus syndrome תסמונת פרקינסון פלוס Parkinson's disease מחלת פרקינסון Parkinson's law חוק פרקינסון Parklife Parklife Parkour פארקור Parks and Recreation מחלקת גנים ונוף Parks and gardens in Moscow קטגוריה:מוסקבה: פארקים Parks and open spaces in London קטגוריה:לונדון: פארקים Parks and open spaces in Paris קטגוריה:פריז: פארקים וגנים Parks and open spaces in Saint Petersburg קטגוריה:סנקט פטרבורג: פארקים Parks by country קטגוריה:פארקים לפי מדינה Parks in Alaska קטגוריה:אלסקה: פארקים Parks in Bangkok קטגוריה:בנגקוק: פארקים Parks in Belarus קטגוריה:בלארוס: פארקים Parks in Berlin קטגוריה:ברלין: פארקים Parks in Berlin תבנית:פארקים בברלין Parks in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: גנים ופארקים Parks in Brooklyn קטגוריה:ברוקלין: פארקים Parks in Bulgaria קטגוריה:בולגריה: פארקים Parks in California קטגוריה:קליפורניה: פארקים Parks in Canada קטגוריה:קנדה: פארקים Parks in China קטגוריה:סין: פארקים Parks in England קטגוריה:אנגליה: פארקים Parks in Georgia קטגוריה:גאורגיה: גנים ופארקים Parks in Germany קטגוריה:גרמניה: פארקים Parks in Israel קטגוריה:ישראל: גנים ופארקים Parks in Italy קטגוריה:איטליה: גנים Parks in Jerusalem קטגוריה:ירושלים: גנים ופארקים Parks in Manhattan קטגוריה:מנהטן: פארקים Parks in New York City קטגוריה:ניו יורק: פארקים Parks in Poland קטגוריה:פולין: פארקים Parks in Romania קטגוריה:רומניה: גנים Parks in Russia קטגוריה:רוסיה: פארקים Parks in Sydney גני סידני Parks in Tbilisi קטגוריה:טביליסי: גנים ופארקים Parks in Tel Aviv קטגוריה:תל אביב-יפו: גנים Parks in Thailand קטגוריה:תאילנד: פארקים Parks in the Bronx קטגוריה:ברונקס: פארקים Parks in the United Kingdom קטגוריה:הממלכה המאוחדת: פארקים Parks in the United States קטגוריה:ארצות הברית: גנים ופארקים Parlement פרלמנט Parliament פרלמנט Parliament Act 1911 חוק הפרלמנט 1911 Parliament House בית הפרלמנט Parliament Square כיכר פרלמנט Parliament of Albania האספה הלאומית Parliament of Australia הפרלמנט האוסטרלי Parliament of Canada הפרלמנט של קנדה Parliament of Canada קטגוריה:הפרלמנט הקנדי Parliament of Egypt הפרלמנט המצרי Parliament of Finland הפרלמנט הפיני Parliament of Georgia הפרלמנט של גאורגיה Parliament of Greenland הפרלמנט של גרינלנד Parliament of India הפרלמנט ההודי Parliament of Ireland הפרלמנט האירי Parliament of Lebanon הפרלמנט הלבנוני Parliament of Malta הפרלמנט של מלטה Parliament of Montenegro הפרלמנט של מונטנגרו Parliament of Romania הפרלמנט של רומניה Parliament of South Africa הפרלמנט של דרום אפריקה Parliament of Wallonia הפרלמנט של ולוניה Parliament of the Czech Republic הפרלמנט הצ'כי Parliament of the French Community הפרלמנט של הקהילה הצרפתית Parliament of the United Kingdom הפרלמנט של בריטניה Parliament of the United Kingdom קטגוריה:הפרלמנט הבריטי Parliamentary group סיעה Parliamentary system דמוקרטיה פרלמנטרית Parliaments by country קטגוריה:פרלמנטים לפי מדינה Parlophone פרלופון Parma פארמה Parma פרמה Parma Basket פארמה פרם Parma Biblioteca Palatina ספריית פאלאטינה Parma F.C. managers קטגוריה:מאמני פארמה Parma F.C. players קטגוריה:כדורגלני פארמה Parmenides פרמנידס Parmenion פרמניון Parmigianino פארמיג'אנינו Parmigiano-Reggiano פרמזן Parminder Nagra פרמינדר נגרה Parnassianism אסכולת הפארנאס Parnassus on Wheels פרנסוס על גלגלים Parnell פרנל Parod פרוד Parodos פארודוס Parody פרודיה Parody films קטגוריה:סרטי פרודיה Parody mass מיסה פארודית Parody religion דת פרודית Parole שחרור מוקדם Parom פארום Paronychia פרוניכיה Paronychia argentea אלמוות הכסף Paros פארוס Parotid gland בלוטת מיצד האוזן Paroxysmal nocturnal dyspnoea קוצר נשימה לילי התקפי Parpar Nechmad פרפר נחמד Parquetry פרקט Parrot תוכאים Parry פרי Parry Channel תעלת פארי Parry O'Brien פרי או'בריאן Parry–Romberg syndrome תסמונת פארי-רומברג Parsec פארסק Parseval's identity שוויון פרסבל Parsifal פרסיפל Parsing ניתוח מחרוזות Parsley פטרוזיליה Parsley frog שקעניתיים Parsnip גזר לבן Parson's chameleon זיקית הכומר Parsons פארסונס Parsons Green פארסונס גרין Part I History of the World ההיסטוריה המטורפת של העולם Part of Me Part of Me Part of speech חלקי הדיבר Partenope Napoli פרטנופה נאפולי Parthenocarpy פרתנוקרפיה Parthenocissus quinquefolia גפנית מחומשת Parthenogenesis רביית בתולים Parthenon פרתנון Parthian Empire האימפריה הפרתית Parthian Empire קטגוריה:האימפריה הפרתית Parthian kings קטגוריה:מלכי האימפריה הפרתית Parti Socialiste המפלגה הסוציאליסטית Partial Nuclear Test Ban Treaty ותחת פני המים בחלל החיצון האמנה למניעת ניסויים גרעיניים באטמוספירה Partial derivative נגזרת חלקית Partial differential equation משוואה דיפרנציאלית חלקית Partial fraction decomposition שבר חלקי Partial function פונקציה חלקית Partial pressure לחץ חלקי Partial seizure פרכוס חלקי Partially ordered set סדר חלקי Participant observation תצפית משתתפת Participants in American reality television series קטגוריה:מתחרים בתוכניות מציאות אמריקאיות Participants in Australian reality television series קטגוריה:מתחרים בתוכניות מציאות אוסטרליות Participants in British reality television series קטגוריה:מתחרים בתוכניות מציאות בריטיות Participatory democracy דמוקרטיה השתתפותית Participatory economics כלכלה השתתפותית Partick Thistle F.C. פרטיק ת'יסל Particle חלקיק Particle accelerator מאיץ חלקיקים Particle accelerators קטגוריה:מאיצי חלקיקים Particle aggregation אגרגציה Particle beam אלומת חלקיקים Particle board שבבית Particle detector גלאי חלקיקים Particle detectors קטגוריה:גלאי חלקיקים Particle image velocimetry שחזור שדה מהירות מתמונות חלקיקים עוקבי זרימה Particle in a box בור פוטנציאל אינסופי Particle physics פיזיקת חלקיקים Particle physics קטגוריה:פיזיקת חלקיקים Particle swarm optimization אופטימיזצית הנחיל Particles תבנית:חלקיקים Particulates חומר חלקיקי Partido Auténtico המפלגה הקובנית המהפכנית האותנטית Partido Ortodoxo מפלגת העם הקובנית: האורתודוקסים Parties קטגוריה:אירועים Partii Naleraq מפלגת נאלראק Partisan פרטיזן Partita פרטיטה Partitas for keyboard רשימת יצירות באך#פרטיטות Partition Partition Partition פונקציית החלוקה Partition function פונקציית החלוקה Partition function פונקציית חלוקה Partition of India חלוקת הודו Partition of a set חלוקה Partition of unity חלוקת יחידה Partitions of Poland חלוקת פולין Partium פרטיום Partmaximum פרטמקסימום Partner Communications Company פרטנר תקשורת Partnership שותפות Partnership for Peace שותפות לשלום Partnership2Gether שותפות ביחד Partnerships קטגוריה:שותפויות Partridge חוגלות Parts of a day תבנית:חלקי היממה Parts of speech קטגוריה:חלקי הדיבר Parts-per notation חלקים ל... Party Party Party בעלי דין Party מסיבה Party discipline משמעת מפלגתית Party for Bosnia and Herzegovina המפלגה למען בוסניה והרצגובינה Party for Freedom מפלגה למען החירות Party for a Rule of Law Offensive אופנסיבה D Party game משחק חברה Party games קטגוריה:משחקי חברה Party in the U.S.A. Party in the U.S.A. Party of Democratic Action מפלגת הפעולה הדמוקרטית Party of Democratic Progress המפלגה לקידום דמוקרטי Party of Democratic Socialism מפלגת הסוציאליזם הדמוקרטי Party of European Socialists מפלגת הסוציאליסטים האירופאים Party of Five שולחן לחמישה Party of Free Life of Kurdistan מפלגת החיים החופשיים של כורדיסטן Party of Growth מפלגת הצמיחה Party of Regions מפלגת האזורים Party platform מצע Paruresis שלפוחית ביישנית Parus ירגזי Parvati פרוואטי Parvin E'tesami פרווין אעתצאמי Parysów פאריסוב Pará פארה Pará קטגוריה:פארה Pará Alter do Chão אלטר דו שאו Pará Ananindeua אננינדאואה Pará Prainha פראינה Pará River נהר פארה Pará Santarém סנטרם Parícutin פריקוטין Pas Yisroel פת עכו"ם Pas de deux פה דה דה Pas de quatre פה דה קאטר Pas de trois פה דה טרואה Pas players קטגוריה:כדורגלני פאס טהראן Pas-de-Calais פה-דה-קאלה Pas-de-Calais Lens לאנס Pasargadae פסארגאדה Pascal פסקל Pascal Caffet פסקל קפה Pascal Chimbonda פסקל שימבונדה Pascal Quignard פסקל קיניאר Pascal Zuberbühler פסקל צוברבולר Pascal's Wager ההימור של פסקל Pascal's law חוק פסקל Pascal's theorem משפט פסקל Pascal's triangle משולש פסקל Pascale Noa Bercovitch פסקל ברקוביץ Paschalococos Paschalococos Paschen's law חוק פאשן Pascoal Ranieri Mazzilli פסקואל רניירי מזילי Pascual Jordan פסקואל יורדן Pascual Ortiz Rubio פסקואל אורטיס רוביו Paseo de Recoletos שדרת רקולטוס Paseo de la Castellana שדרת קסטיאנה Paseo del Prado שדרת פראדו Pash פאש Pasha פאשה Pasha פשה Pashhur פשחור בן אמר Pashkvil פשקוויל Pashto פשטו Pashtuns פתאנים Pashute user:Pashute Pasiphae פסיפאה Pasiphae group פסיפאה Pasiphaë פסיפאה Pasitachida/PAL: Pacifier Activated Lullaby טיפול במוזיקה Pasithee פסיתאי Pasodoble פסדובלה Pasquale Anfossi פסקואלה אנפוסי Pasquale Cicogna פאסקואלה צ'יקוניה Pass פס Passenger נוסע Passenger פסנג'ר Passenger pigeon יונה נודדת Passenger ship אוניית נוסעים Passenger ships קטגוריה:אוניות נוסעים Passer דרור Passerelle פסרל Passeridae קטגוריה:דרוריים Passeriformes קטגוריה:ציפורי שיר Passerine ציפורי שיר Passetto di Borgo מעבר בורגו Passfield white paper הספר הלבן של פאספילד Passiflora שעונית Passiflora alata שעונית חיקית Passiflora caerulea שעונית כחולה Passiflora edulis שעונית נאכלת Passiflora foetida שעונית מבאישה Passiflora incarnata שעונית רפואית Passiflora morifolia שעונית התות Passing loop תחנת רכבת תפעולית Passing off גניבת עין Passion הפסיון של ישו Passion פסיון Passions תשוקות Passivation פסיבציה Passive-aggressive behavior התנהגות פסיבית-אגרסיבית Passivity פסיביות Passover פסח Passover קטגוריה:פסח Passover Seder ליל הסדר Passover Seder plate קערת ליל הסדר Passover foods קטגוריה:מאכלי פסח Passover footer תבנית:חג הפסח Passover massacre הפיגוע במלון פארק Passover sacrifice קורבן פסח Passover seder קטגוריה:ליל הסדר Passover songs קטגוריה:פיוטים לפסח Passoã פסואה Passport דרכון Passwd Passwd Password סיסמה Password strength חוזק סיסמאות Passy פאסי Past עבר Past & Present Past & Present Past Continuous זכרון דברים Past and Present עבר והווה Past life regression שחזור גלגולים Pasta פסטה Pasta קטגוריה:פסטה Pasta salad סלט פסטה Pastavy פסטאווי Pastebin Pastebin Pastel פסטל Pasteur פסטר Pasteur Bizimungu פסטר ביזימונגו Pasteur Institute מכון פסטר Pasteurization פסטור Pastiche פסטיש Pastis פאסטיס Pastor כומר Pastoral epistles איגרות הרועה Pastrami פסטרמה Pastramă פסטרמה Pastries קטגוריה:מאפים Pastry מגדנאות Pasture מרעה Pastwatch: The Redemption of Christopher Columbus תצפית עבר Pasvalys פסווליס Pasvalys District Municipality פסווליס Pat Barker פאט בארקר Pat Beasley אלברט ביזלי Pat Benatar פט בנאטר Pat Boone פאט בון Pat Buchanan פט ביוקנן Pat Condell פט קונדל Pat Flanagan פט פלנגן Pat Harrington Jr. פאט הרינגטון ג'וניור Pat Heywood פט הייווד Pat Jennings פט ג'נינגס Pat McCrory פט מקרורי Pat Metheny פט מתיני Pat Morita נוריוקי מוריטה Pat Nixon פט ניקסון Pat O'Callaghan פאט או'קלהאן Pat Parker פט פרקר Pat Rafter פטריק ראפטר Pat Rice פט רייס Pat Riley פט ריילי Pat Robertson פט רוברטסון Pat Sullivan פאט סאליבן Pat Summitt פט סאמיט Pat Tillman פט טילמן Patach פתח Patagonia פטגוניה Patagonia קטגוריה:פטגוניה Patagonia Rebelde שביתת הפועלים הכללית בארגנטינה ב-1921 Patagonian mara מארה פטגונית Patagonian tinamou טינמו פטגוני Patagonian weasel סמור פטגוני Pataljon גדוד Patas monkey פרש אדום Patau syndrome טריזומיה 13 Patch טלאי תוכנה Patch Adams פאץ' אדאמס Patchouli פצ'ולי Patek Philippe & Co. פטק פיליפ Patella Patella Patella עצם הפיקה Patella צלחית Patella caerulea צלחית מכחילה Patellar tendinitis ברך קופצים Patellidae קטגוריה:צלחיתיים Patent פטנט Patent Cooperation Treaty אמנת שיתוף פעולה לפטנטים Patent attorney עורך פטנטים Patent examiner בוחן פטנטים Patent of Toleration כתב הסובלנות Patent troll טרול פטנטים Pater Noster פאטר נוסטר Paterson's worms התולעים של פטרסון Path מסילה Path מסלול Path נתיב Path graph מסלול Path integral formulation אינטגרלי מסלול Path of Exile Path of Exile Pathetic fallacy כזב פתטי Pathikbd User:Pathikbd Pathogen פתוגניות Pathologists קטגוריה:פתולוגים Pathology פתולוגיה Pathology קטגוריה:פתולוגיה Pathos פאתוס Paths of Glory שבילי התהילה Pathé News British Pathé Patience סבלנות Patience סוליטר Patient חולה Patient Protection and Affordable Care Act חוק הגנת החולה וטיפול בר השגה Patina פטינה Patio פטיו Patish פטיש Patmos פטמוס Patna פטנה Pato Fu פאטו פו Patois פטואה Patras פטרס Patria disaster פאטריה Patriarch פטריארך Patriarch Alexy II of Moscow אלכסיי השני Patriarch Diodoros of Jerusalem דיאודורוס הראשון Patriarch Irenaios אירינאוס הראשון Patriarch Kirill of Moscow קיריל הראשון של מוסקבה Patriarch Miron of Romania מירון קריסטיה Patriarch Nikon of Moscow ניקון Patriarch Theophilos III of Jerusalem הפטריארך תיאופילוס השלישי מירושלים Patriarch of Antioch פטריארך אנטיוכיה Patriarchal age תקופת האבות Patriarchal bargain העסקה הפטריארכאלית Patriarchate of Peć מנזר הפטריארכיה של פץ' Patriarchs שלושת האבות Patriarchs of Jerusalem קטגוריה:פטריארכים בירושלים Patriarchy פטריארכיה Patrice Evra פטריס אברה Patrice Lumumba פטריס לומומבה Patricia Arquette פטרישה ארקט Patricia Clarkson פטרישה קלארקסון Patricia Cornwell פטרישה קורנוול Patricia Crone פטרישה קרון Patricia Heaton פטרישיה היטון Patricia Highsmith פטרישה הייסמית' Patricia Hodge פטרישה הודג' Patricia Locke פטרישה לוק Patricia Neal פטרישה ניל Patricia Routledge פטרישה ראוטלדג' Patricia Wettig פטרישיה ווטיג Patrician פטריקים Patricio Aylwin פטריסיו איילווין Patricio Gabarrón פטריסיו גברון Patrick פטריק Patrick Battiston פטריק בטיסטון Patrick Beverley פטריק בוורלי Patrick Blackett פטריק בלקט Patrick Chan פטריק צ'ן Patrick Dempsey פטריק דמפסי Patrick Desbois פטריק דבואה Patrick Doeplah פטריק דופלה Patrick Drahi פטריק דרהי Patrick Duffy פטריק דאפי Patrick Ekeng פטריק אקנג Patrick Ewing פטריק יואינג Patrick Forrester פטריק פורסטר Patrick Gallois פטריק גלואה Patrick Geddes פטריק גדס Patrick Henry פטריק הנרי Patrick Herrmann פטריק הרמן Patrick Hillery פטריק הילרי Patrick Jeffrey פטריק ג'פרי Patrick Kluivert פטריק קלויברט Patrick Leahy פטריק לייהי Patrick M'Boma פטריק מבומה Patrick Malahide פטריק מאלאהייד Patrick McGoohan פטריק מקגוהן Patrick Modiano פטריק מודיאנו Patrick Murphy פטריק 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משתמש:Patty Patrizia Panico פטריציה פאניקו Patroclus פאטרוקלוס Patroklos פאטרוקלוס Patrol 36 פטרול 36 Patrol boat ספינת סיור Patron saint קדוש מגן Patronage מצנט Patronage פטרון Patronymic פטרונים Patroon פטרון Patrón פטרון Patsy Byrne פטסי ביירן Patsy Cline פטסי קליין Patsy Kensit פטסי קנזיט Patt פת Patt Junction Bus bombing הפיגוע בקו 32א Pattaya פאטאיה Pattern תבנית Patterns in nature תבניות בטבע Patterson function פונקציית פטרסון Patti LuPone פטי לופון Patti Page פטי פייג' Patti Smith פטי סמית' Patton פטון Patton tank פטון Patty Duke פטי דיוק Patty Hearst פטי הרסט Patty McCormack פאטי מקורמק Patty Mills פאטי מילס Patty Murray פטי מוראי Patty Schnyder פטי שנידר Patty Sheehan פטי שיהאן Patty Wagstaff פטי וגסטף Paty Yeye Lenkebe יאיא פטי Pau Gasol פאו גאסול Paul פאולוס Paul פול Paul Abadie פול אבדי Paul Adelstein פול אדלשטיין Paul Aguilar פאול אגילאר Paul Allen פול אלן Paul Anka פול אנקה Paul Anspach פאול אנספך Paul Arizin פול אריזין Paul Auster פול אוסטר Paul Bader פאול באדר Paul Badura-Skoda פאול בדורה-סקודה Paul Banks פול בנקס Paul Baran פול ברן Paul Baumgartner פאול באומגרטנר Paul Begala פול בגאלה Paul Bekker פאול בקר Paul Ben-Haim פאול בן חיים Paul Benacerraf פול בנאסרף Paul Berg פול ברג Paul Bettany פול בטאני Paul Biedermann פאול בידרמן Paul Biran פאול בירן Paul Biya פול בייה Paul Blobel פאול בלובל Paul Bocuse פול בוקיז Paul Boyer פול בויר Paul Breitner פול ברייטנר Paul Broca פול ברוקה Paul Brown Stadium אצטדיון פול בראון Paul Buckmaster פול בקמסטר Paul Celan פאול צלאן Paul Chambers פול צ'יימברס Paul Claudel פול קלודל Paul Cohen פול כהן Paul Cook פול קוק Paul Cézanne פול סזאן Paul Daniel פול דניאל Paul Dano פול דנו Paul Davis פול דייוויס Paul Desmond פול דזמונד Paul Dessau פאול דסאו Paul Dini פול דיני Paul Dirac פול דיראק Paul Doumer פול דומר Paul Drayton פול דרייטון Paul Du Chaillu פול די שאיו Paul Dukas פול דיקא Paul Durand-Ruel פול דוראן-רואל Paul Déroulède פול דרולד Paul Ehrlich פאול ארליך Paul Engelmann פאול אנגלמן Paul Erdős פאול ארדש Paul Ereng פול ארנג Paul Ernst Fackenheim פאול ארנסט פקנהיים Paul Fagius פאולוס פאגיוס Paul Feyerabend פול פייראבנד Paul François Grossetti פול פרנסואה גרוסטי Paul Friedrich August Ascherson פאול אשרסון Paul Gallico פול גאליקו Paul Gascoigne פול גאסקוין Paul Gauguin פול גוגן Paul George פול ג'ורג' Paul Giamatti פול ג'יאמטי Paul Gilbert פול גילברט Paul Goma פאול גומה Paul Graham פול גרהם Paul Greengard פול גרינגרד Paul Greengrass פול גרינגראס Paul Griffiths פול גריפיתס Paul Grümmer פאול גרימר Paul Grüninger פאול גרינינגר Paul Haeberlin אוברז' דה ל'איל Paul Haggis פול האגיס Paul Halmos פול הלמוש Paul Hartal זאב פול הרטל Paul Hasluck פול הזלק Paul Hausser פאול האוסר Paul Haviland פול האבילאן Paul Heinrich von Groth פאול גרות Paul Henreid פאול הנרייד Paul Hermann Müller פאול הרמן מילר Paul Heyse פאול הייזה Paul Hindemith פאול הינדמית Paul Hodes פול הודס Paul Hogan פול הוגאן Paul I of Russia קיסר רוסיה פאבל הראשון Paul Ince פול אינס Paul Johner פאול יונר Paul Johnson פול ג'ונסון Paul Kadak פול קדק Paul Kagame פול קגאמה Paul Kahle פאול קאלה Paul Kane פול קיין Paul Kantner פול קנטנר Paul Karrer פאול קארר Paul Keating פול קיטינג Paul Keres פאול קרס Paul Klee פאול קלה Paul Klengel פאול קלנגל Paul Klenk User:Paul Klenk Paul Kletzki פאול קלצקי Paul Kor פאול קור Paul Kraus פאול קראוס Paul Krause פול קראוס Paul Kruger פול קרוגר Paul Krugman פול קרוגמן Paul Krüger פאול קריגר Paul LaCamera פול לקאמרה Paul Lambert פול למברט Paul Langerhans פאול לנגרהנס Paul Langevin פול לנז'בן Paul Laurence Dunbar פול לורנס דנבר Paul Lauterbur פול לוטרבור Paul Laux פאול לאוקס Paul Lazarsfeld פול לזרספלד Paul Le Guen פול לה גן Paul Le Mat פול לה מאט Paul Legentilhomme פול לואי לז'נטיום Paul Lekakis פול לקאקיס Paul Lhérie פול לרי Paul Lipke פאול ליפקה Paul List פאול ליסט Paul Louis Duroziez פול לואי דורוזייה Paul Ludwig Ewald von Kleist אוואלד פון קלייסט Paul Lukacs פאול לוקאץ' Paul Lukas פול לוקאס Paul Léautaud פול לאוטו Paul Lévy פול לוי Paul Martin פול מרטין Paul Masson פול מאסון Paul Mazursky פול מזורסקי Paul McCartney פול מקרטני Paul McCartney קטגוריה:פול מקרטני Paul McGann פול מקגאן Paul McStay פול מקסטיי Paul Mendes-Flohr פול מנדס-פלור Paul Merker פאול מרקר Paul Merson פול מרסון Paul Michael Glaser פול מייקל גלייזר Paul Millsap פול מילסאפ Paul Misraki פול מיסרקי Paul Modrich פול מודריץ' Paul Mooney פול מוני Paul Morphy פול מורפי Paul Motian פול מושן Paul Muni פול מוני Paul Neumann פאול נוימן Paul Newman פול ניומן Paul Niggli פאול ניגלי Paul O'Brien פול או'בריאן Paul Oakenfold פול אוקנפולד Paul Okon פול אוקון Paul Otellini פול אוטליני Paul Painlevé פול פנלבה Paul Paray פול פאריי Paul Peter Ewald פאול פטר אוואלד Paul Pierce פול פירס Paul Pogba פול פוגבה Paul Prosper Henrys פול פרוספר אנרי Paul Prudhomme פול פרודהום Paul Ramadier פול רמדיה Paul Rassinier פול רסינייה Paul Reichmann משה יוסף Paul Reiser פול רייזר Paul Reuter פאול יוליוס רויטר Paul Revere פול רוויר Paul Reynaud פול ריינו Paul Ricœur פול ריקר Paul Ritter פול ריטר Paul Robeson פול רובסון Paul Robinson פול רובינסון Paul Romer פול רומר Paul Rosenberg פול רוזנברג Paul Rosenstein-Rodan פאול רוזנשטיין-רודן Paul Rudd פול ראד Paul Rudolf von Bilguer פול בילגר Paul Ryan פול ראיין Paul Sabatier פול סבטייה Paul Sacher פאול זאכר Paul Saladin Leonhardt פול לאונרדט Paul Samuelson פול סמואלסון Paul Scholes פול סקולס Paul Schrader פול שרדר Paul Scofield פול סקופילד Paul Shulman פול שולמן Paul Signac פול סיניאק Paul Simon פול סיימון Paul Smith פול סמית' Paul Spiegel פאול שפיגל Paul Stalteri פול סטלטרי Paul Steiner פאול שטיינר Paul Stern פאול שטרן Paul Strand פול סטרנד Paul Taffanel פול טפנל Paul Taylor פול טיילור Paul Temple פול טמפל Paul Thomas Anderson פול תומאס אנדרסון Paul Tibbets פול טיבטס Paul Tillich פאול טיליך Paul Tortelier פול טורטלייה Paul Touvier פול טובייה Paul Troost פאול טרוסט Paul Valéry פול ואלרי Paul Van Himst פול ון הימסט Paul Van Riper פול ואן רייפר Paul Verhaegh פול ורהאג Paul Verhoeven פול ורהובן Paul Verlaine פול ורלן Paul Vidal פול וידאל Paul Volcker פול וולקר Paul Walker פול ווקר Paul Warburg פאול ורבורג Paul Watkins פול ווטקינס Paul Wesley פול וסלי Paul Westphal פול וסטפאל Paul Whiteman פול וייטמן Paul Winfield פול וינפילד Paul Wittgenstein פאול ויטגנשטיין Paul Wolfowitz פול וולפוביץ Paul Wolfskehl פאול וולפסקהל Paul Young פול יאנג Paul Zukofsky פול זוקופסקי Paul and Mary Peter פול ומרי פיטר Paul de Lagarde פאול דה לגארד Paul de Man פול דה מאן Paul is dead תאוריית הקשר על מותו של פול מקרטני Paul of Aleppo פאולוס מחלב Paul of Burgos שלמה הלוי מבורגוס Paul of Greece מלך יוון פאולוס Paul of Thebes פאולוס מתבי Paul the Apostle פאולוס Paul the Deacon פאולוס הדיאקון Paul the Octopus פול התמנון Paul van Dyk פול ואן דייק Paul von Hindenburg פאול פון הינדנבורג Paul von Lettow-Vorbeck פאול פון לטו-פורבק Paul von Rennenkampf פאול פון רננקמפף Paul-Henri-Benjamin d'Estournelles de Constant פול אנרי ד'אטורנל דה קונסטן Paul-José M'Poku פול-ז'וסה אמפוקו Paul-Werner Hoppe פאול ורנר הופה Paul-Émile Botta פול-אמיל בוטה Paula פאולה Paula Abdul פאולה עבדול Paula Ackerman פאולה אקרמן Paula Ben-Gurion פולה בן-גוריון Paula Fernandes פאולה פרננדז Paula Fredriksen פולה פרדריקסן Paula Hancocks פאולה הנקוקס Paula Ivan פאולה איוואן Paula Malcomson פאולה מלקומסון Paula Newby-Fraser פולה ניובי-פרייזר Paula Patton פולה פטון Paula Radcliffe פולה רדקליף Paula Rego פאולה רגו Paula Toller פאולה טולר Paula Wolf-Kalmar פאולה וולף-קלמר Paula von Preradović פאולה מולדן Paulaner Brewery פאולנר Pauleta פאולטה Paulette Goddard פולט גודארד Paulet–Newcombe Agreement הסכם ניוקומב-פולה Pauli פאולי Pauli Murray פולי מארי Pauli exclusion principle עקרון האיסור של פאולי Pauli matrices מטריצות פאולי Paulina Rubio פאולינה רוביו Pauline Collins פולין קולינס Pauline Quirke פולין קווירק Pauline Viardot פולין גארסיה-ויארדו Pauline and Paulette פולין ופולט Pauline epistles איגרות פאולוס Pauline of the Agonizing Heart of Jesus פאולינה הקדושה Pauline-related books קטגוריה:איגרות פאולוס Paulinho פאוליניו Paulino Alcántara פאולינו אלקנטרה Paulino Frydman פאולין פרידמן Paulista Avenue שדרות פאוליסטה Paulito2010/sandbox3 טראומה נפשית Paulo Bento פאולו בנטו Paulo Coelho פאולו קואלו Paulo Costanzo פאולו קוסטנזו Paulo Dybala פאולו דיבאלה Paulo Ferreira פאולו פריירה Paulo Freire פאולו פריירה Paulo Lins פאולו לינס Paulo Mendes da Rocha פאולו מנדס דה רושה Paulo Muwanga פאולו מוואנגה Paulo Rink פאולו רינק Paulo Roberto Falcão פלקאו Paulo Sousa פאולו סוזה Paulo Sérgio Silvestre do Nascimento פאולו סרג'יו Paulownia פאולוניה Paulsen פאולסן Paulínia פאוליניה Pausanias פאוסניאס Pavel Axelrod פאבל אקסלרוד Pavel Batitsky פאבל בטיצקי Pavel Bazhov פאבל באז'וב Pavel Belyayev פאבל בלייב Pavel Bořkovec פבל בוז'קובץ' Pavel Cebanu פבל סבאנו Pavel Chekov פאבל צ'כוב Pavel Cherenkov פאבל צ'רנקוב Pavel Eljanov פבל אליינוב Pavel Fedotov פאבל פדוטוב Pavel Friedman פאוול פרידמן Pavel Gagarin פאבל גגארין Pavel Grachev פאבל גרצ'וב Pavel Haas פאבל האס Pavel Kadochnikov פאבל קדוצ'ניקוב Pavel Kiselyov פאבל קיסליוב Pavel Kohout פבל קוהוט Pavel Kuka פאבל קוקה Pavel Milyukov פאבל מיליוקוב Pavel Mogilevets פבל מוגילבץ Pavel Nakhimov פאבל נחימוב Pavel Nedvěd פאבל נדבד Pavel Pogrebnyak פאבל פוגרבניאק Pavel Popovich פאבל פופוביץ' Pavel Rotmistrov פאבל רוטמיסטרוב Pavel Srníček פאבל סרניצ'ק Pavel Sudoplatov פאבל סודופלאטוב Pavel Sukhoi פאבל סוחוי Pavel Tretyakov פאבל טרטיאקוב Pavel Tsitsianov פאבל ציציאנוב Pavel Urysohn פאבל סמואילוביץ' אוריסון Pavel Štěpán פאוול שטפאן Pavelló Municipal Font de San Lluís פואנטה דה סן לואיס Pavement פייבמנט Paver אבן משתלבת Pavia פאביה Pavilion פביליון Pavillon de l'Arsenal פביליון ד'ארסנל Pavlik Morozov פאווליק מורוזוב Pavlo Skoropadskyi פבלו סקורופדסקי Pavlodar פבלודר Pavlohrad פאבלוהראד Pavlos Kountouriotis פבלוס קונטוריוטיס Pavlov פבלוב Pavlov's House בית פבלוב Pavlova פבלובה Pavlovo Bus Factory פבלובו Pavo טווס Pavo קטגוריה:קבוצת הכוכבים טווס Pavol Hochschorner פוול הוכשורנר Pavol Steiner פבל שטיינר Paweł Edelman פאבל אדלמן Paweł Fajdek פאבל פאיידק Paweł Frenkiel פאוול פרנקל Paweł Korzeniowski פבל קורז'ניובסקי Paweł Olkowski פאבל אולקובסקי Paweł Pawlikowski פאבל פאבליקובסקי Paweł Wojciechowski פאוול וויצ'כובסקי Pawn רגלי Pawn Hearts Pawn Hearts Pawn Stars היסטוריה למכירה Pawnbroker עבוט Pawnless chess endgame סיום Pax פאקס Pax Americana פאקס אמריקנה Pax Christi פקס כריסטי Pax Nicephori פקס ניקפורי Pax Ottomana השלום העות'מאני Pax Romana השלום הרומאי Paxi פאקסי Pay It Forward תעביר את זה הלאה Pay as you throw שלם כפי שתזרוק Pay per click תשלום לפי לחיצה Pay-per-view שלם וצפה PayPal PayPal Payday loan הלוואה קצרת מועד Payday: The Heist Payday: The Heist Payload מטע"ד Payment Card Industry Data Security Standard תקן PCI DSS Payment card כרטיס חיוב Payment systems קטגוריה:אמצעי תשלום Payne Fund Studies קרן פיין Payoff matrix תבנית:Payoff matrix Payot פאות Payphone Payphone Payphone טלפון ציבורי Payroll תלוש משכורת Pays de la Loire פיי דה לה לואר Pays de la Loire קטגוריה:ארץ הלואר Payton פייטון Payxystaxna/Sandbox ולויטשיה Paz פז Paz Bash פז בש Paz Oil Company פז חברת הנפט Paz Vega פאס וגה Pazardzhik פאזארדז'יק Pazardzhik Province פאזארדז'יק Pazin פאזין Pazzi family בית פאצי Països Catalans הארצות הקטלאניות Pașcani פשקאן Pb1253.jpg קובץ:Pb1.jpg Pc84 משתמש:pc84 Pcap Pcap Pe ﭖ Pe'ah מסכת פאה Pe'at Sadeh פאת שדה Pe'er Visner פאר ויסנר Pea אפונה Peabody Award פרס פיבודי Peabody Award winners קטגוריה:זוכי פרס פיבודי Peace השלום Peace שלום Peace Arch קשת השלום Peace Bridge גשר השלום Peace Corps חיל השלום Peace Forest יער השלום Peace Monument אנדרטת השלום Peace Now שלום עכשיו Peace Palace ארמון השלום Peace Prize of the German Book Trade פרס השלום של התאחדות הספרים הגרמנית Peace Sells... but Who's Buying? Peace Sells... But Who's Buying? Peace Ship ספינת השלום Peace and Friendship Stadium היכל השלום והאחווה Peace and Truce of God שביתת הנשק של אלוהים Peace awards קטגוריה:פרסים לשלום Peace deities קטגוריה:אלילי שלום Peace for our time שלום בדורנו Peace goddesses קטגוריה:אלות שלום Peace in the Valley Peace in the Valley Peace lines קווי השלום של בלפסט Peace of Antalcidas שלום אנטלקידס Peace of Augsburg שלום אוגסבורג Peace of Callias שלום קאליאס Peace of Nicias שלום ניקיאס Peace of Pressburg חוזה פרסבורג Peace of Riga הסכם ריגה Peace of Thorn השלום הראשון של טורון Peace of Westphalia שלום וסטפליה Peace offering קורבן שלמים Peace symbols סמלי השלום Peace treaties קטגוריה:הסכמי שלום PeaceLL תבנית:User ar Peaceful Warrior לתפוס את הרגע Peacekeeping שמירה על השלום Peaceray User:Peaceray Peaceray/Barnstars+UserBoxes User:Peaceray Peach אפרסק Peach פיץ' אוויאיישן Peach Melba אפרסק מלבה Peada of Mercia מלך מרסיה פידה Peak Tower מגדל הפסגה Peak Tram רכבל הפסגה Peak oil שיא תפוקת הנפט Peak signal-to-noise ratio PSNR Peak/Test פנילאלנין Peaked cap כובע מצחייה Peak–end rule כלל שיא-סוף Peale's dolphin דולפין שחור סנטר Peano axioms מערכת פאנו Peano curve עקום פאנו Peanut אגוז אדמה Peanut butter חמאת בוטנים Peanut butter and jelly sandwich כריך חמאת בוטנים וריבה Peanuts פינאטס Peanuts קטגוריה:פינאטס Peanuts gang.png קובץ:Peanutsgang.gif Pear אגס Pearl פנינה Pearl פרל Pearl Buck פרל בק Pearl Harbor פרל הארבור Pearl Islands איי הפנינה Pearl Jam פרל ג'אם Pearl Jam קטגוריה:פרל ג'אם Pearl Meister Greengard Prize פרס פרל מייסטר גרינגרד Pearl River נהר הפנינה Pearl barley גריסים Pearl hunting שליית פנינים PearlJam-RiotAct.jpg תמונה:Pearljamriotact.jpg Pearson פירסון Pearson product-moment correlation coefficient מתאם פירסון Peasant איכר Peasants' Revolt מרד האיכרים האנגלי Peasants' revolt in Palestine מרד הפלאחים Peat כבול Pebble חלוק נחל Pebble Mill Studios אולפני פבל מיל Pebble in the Sky אבן בשחקים Pecan פקאן Pecari פקארי Peccaries קטגוריה:פקאריים Peccary פקאריים Pechenegs פצ'נגים Pechenizhyn פצ'ניז'ין Pechora פצ'ורה Pechora River פצ'ורה Pechorsky District פצ'ורסקי Pechory פצ'ורי Peck פק Pecora פקוריים Pecorino פקורינו Pectin פקטין Pectineus muscle שריר המסרק Pectolite פקטוליט Pectoral sandpiper חופית כהת חזה Pectoralis major muscle שריר החזה הגדול Pectoralis minor muscle שריר החזה הקטן Pectus excavatum חזה קעור Pedagogy פדגוגיה Pedagogy קטגוריה:פדגוגיה Pedal point נקודת עוגב Pedanius Dioscorides פדניוס דיוסקורידס Pedaya פדיה Pederasty in ancient Greece פדרסטיה ביוון העתיקה Pedersen פדרסן Pedestal כן Pedestrian הולך רגל Pedestrian crossing מעבר חצייה Pedestrian infrastructure קטגוריה:תשתית להולכי רגל Pedestrian zone מדרחוב Pedetes surdaster פדט מזרח אפריקני Pedetidae פדטיים PediaPress PediaPress Pediatricians קטגוריה:רופאי ילדים Pediatrics קטגוריה:רפואת ילדים Pediatrics רפואת ילדים Pedieos פדיאוס Pediment גמלון Pedology פדולוגיה Pedology קטגוריה:פדולוגיה Pedophilia פדופיליה Pedro פדרו Pedro פדרו רודריגס Pedro Almodóvar פדרו אלמודובר Pedro Almodóvar תבנית:פדרו אלמודובר Pedro Calderón de la Barca פדרו קלדרון דה לה ברקה Pedro I פדרו הראשון Pedro I of Brazil קיסר ברזיל פדרו הראשון Pedro II of Brazil קיסר ברזיל פדרו השני Pedro IV פדרו הרביעי Pedro Joaquín Galván פדרו גלבאן Pedro Lascuráin פדרו לסקוראין Pedro León פדרו לאון Pedro López פדרו לופס Pedro María Artola פדרו ארטולה Pedro María Zabalza פדרו מריה סבלסה Pedro Munitis פדרו מוניטיס Pedro Nunes פדרו נונש Pedro Pablo Kuczynski פדרו פבלו קוצ'ינסקי Pedro Pablo Pichardo פדרו פאבלו פיצ'רדו Pedro Pascal פדרו פסקל Pedro Passos Coelho פדרו פאסוש קואליו Pedro Proença פדרו פרואנסה Pedro Páez פדרו פאיש Pedro Páramo פדרו פארמו Pedro Tafur פרו טאפור Pedro Troglio פדרו טרוגליו Pedro Zaballa פדרו סבאיה Pedro de Alvarado פדרו דה אלוואראדו Pedro de Escobar פדרו דה אשקובר Pedro de Valdivia פדרו דה ואלדיביה Pedro thy master/Nintendo GameCube Nintendo GameCube Pedro thy master/The Exorcist series מגרש השדים Pedro Álvares Cabral פדרו קברל Peduel פדואל Peduim פדויים Peel פיל Peel קליפה Peel Commission ועדת פיל Peeler קולפן Peenemünde פנמינדה Peep Show פיפ שואו Peer Gynt פר גינט Peer Steinbrück פיר שטיינבריק Peer assessment הערכת עמיתים Peer group קבוצת השווים Peer instruction למידת עמיתים Peer pressure לחץ חברתי Peer review ביקורת עמיתים Peer review קטגוריה:ויקיפדיה: ביקורת עמיתים Peer-to-peer עמית לעמית Peer-to-peer lending הלוואות עמית לעמית Peerage Act 1963 חוק התארים 1963 Peers of Scotland קטגוריה:אצולה סקוטית Peeta Mellark פיטה מלארק Peg solitaire מחשבת Peganum harmala שבר לבן Pegasus פגאסוס Pegasus פגסוס Pegasus קטגוריה:קבוצת הכוכבים פגסוס Pegasus Airlines פגאסוס איירליינס Pegasus Bay מפרץ פגסוס Peggy Ashcroft פגי אשקרופט Peggy Cass פגי קאס Peggy Guggenheim Collection אוסף פגי גוגנהיים Peggy Lee פגי לי Peggy Lipton פגי ליפטון Peggy Notebaert Nature Museum מוזיאון פגי נוטברט לטבע Peggy Wood פגי ווד Pegida PEGIDA Pegmatite פגמטיט Pehr Victor Edman פהר אדמן Peisander פייסנדרוס Peisistratos פייסיסטראטוס Peitav Synagogue בית הכנסת פייטב Peja Stojaković פרדרג סטויאקוביץ' Pejorative כינוי גנאי Pejoratives קטגוריה:כינויי גנאי Pekah פקח בן רמליהו Pekahiah פקחיה Pekan Tutong פקאן טוטונג Peki'in פקיעין Peki'in HaHadasha פקיעין החדשה Peki'in Synagogue בית הכנסת העתיק בפקיעין Peking University Gymnasium אולם הספורט של אוניברסיטת פקינג Peking duck ברווז בנוסח פקינג Pekingese פקינז Pekmez דבש ענבים Pekudei פרשת פקודי Pelagianism פלגיאניזם Pelagie Islands איי פלאג'יה Pelagius פלגיוס Pelagius of Constance פלגיוס הקדוש מקונסטנץ Pelagius of Córdoba פלגיוס הקדוש מקורדובה Pelagornis פלאגורניס Pelah user:פלח Pelamis platura נחש ים צהוב-בטן Pelargonium פלרגוניום Pelargonium graveolens פלרגוניום חריף Pelargonium × hortorum פלרגוניום הגננים Pelasgians פלסגים Pelecaniformes קטגוריה:שקנאים Pelecaniformes שקנאים Pelech פלך Peled פלד Peleg פלג Pelekh פלך Pelephone פלאפון תקשורת Peles פלס Peleș Castle ארמון פלש Pelham Bay Park פארק מפרץ פלהאם Pelican פליקן Pelican שקנאי Pelican Island פליקן Pelicans קטגוריה:שקנאיים Pelicans תבנית:שקנאיים Pelin Karahan פלין קרהאן Pelion פיליון Peljidiin Genden פלג'ידין גנדן Pell number סדרת פל Pell's equation משוואת פל Pella פלה Pellagra פלגרה Pelle the Conqueror פלה הכובש Pellegrini פלגריני Pellestrina פלסטרינה Pellet צנפה Pelli פלי Pello Joxepe Pello Joxepe Pelmeni פלמני Pelobates fuscus חפרית אירופית מצויה Pelobates syriacus חפרית מצויה Pelobatidae קטגוריה:חפריתיים Pelobatoidea חפריתאים Pelodryadinae פלודריאדיים Pelomedusidae פלומדוזיים Pelophylax צפרדע Pelopia פלופיה Peloponnese פלופונסוס Peloponnesian League הליגה הפלופונסית Peloponnesian War המלחמה הפלופונסית Peloponnesian War קטגוריה:המלחמה הפלופונסית Pelops פלופס Pelops of Sparta פלופס Pelorovis פלוראוביס Pelotas משתמש:Pelotas Peloton דבוקה Peltast פלטסט Pelter Winery יקב פלטר Peltophorum dubium שלטית מקומטת Pelusium פלוסיום Pelvic inflammatory disease מחלה דלקתית של האגן Pelvic kidney כליה אגנית Pelvis אגן Pelvis קטגוריה:אגן Pelycosaur פליקוזאוריה Pelycosaurs קטגוריה:פליקוזאוריה Pelé פלה Pemba Island פמבה Pemberton פמברטון Pembrolizumab פמברוליזומאב Pemphigus פמפיגוס Pen דיר Pen עט Pen Pals Pen Pals Pen-tailed treeshrew חדף עצים מכחולי Penal colony מושבת עונשין Penalty kick בעיטת עונשין Penang פננג Penang George Town ג'ורג' טאון Pencho Zlatev פנצ'ו זלאטב Pencil עיפרון Pencil case קלמר Pencil sharpener מחדד Penco פנקו Pendant group קבוצה צדדית Pendentive פנדנטיבה Pendik פנדיק Pending תבנית:בהמתנה Pending changes/Testing/2 ויקיטקסט Pending changes/Testing/3 ויקיספר Pending changes/Testing/5 ויקיציטוט Pending changes/Testing/6 ויקיברסיטה Pendulum מטוטלת Pendulum מטוטלת מתמטית Pendulum clock שעון מטוטלת Penelope פנלופה Penelope Ann Miller פנלופה אן מילר Penelope Delta פנלופי דלתא Penelope Fitzgerald פנלופה פיצג'רלד Penelope Heyns פני היינס Penelope Milford פנלופה מילפורד Penelope Wilton פנלופה וילטון Penetration test בדיקת חדירות Peneus פניוס Peng Liyuan פנג לי-יואן Peng Shuai פנג שוואי Pengoal תבנית:הבקיע Penguin הפינגווין Penguin פינגווין Penguin פינגוויניים Penguin Books ספרי פינגווין Penguin Chat Penguin Chat Penguins תבנית:פינגוויניים Penguins of Madagascar הפינגווינים ממדגסקר Penicillin פניצילין Peniel Mlapa פאניאל מלאפה Penile fracture שבר הפין Penile subincision פיום שופכה Peninnah פנינה Peninsula חצי אי Peninsula Campaign מערכת חצי האי Peninsula Shield Force כוח המגן של חצי האי ערב Peninsular War מלחמת חצי האי Peninsulars פנינסולרים Peninsulas קטגוריה:חצאי איים Peninsulas by continent קטגוריה:חצאי איים לפי יבשת Peninsulas by country קטגוריה:חצאי איים לפי מדינה Peninsulas of Africa קטגוריה:אפריקה: חצאי איים Peninsulas of Antarctica קטגוריה:אנטארקטיקה: חצאי איים Peninsulas of Asia קטגוריה:אסיה: חצאי איים Peninsulas of Canada קטגוריה:קנדה: חצאי איים Peninsulas of Croatia קטגוריה:קרואטיה: חצאי איים Peninsulas of Egypt קטגוריה:מצרים: חצאי איים Peninsulas of Europe קטגוריה:אירופה: חצאי איים Peninsulas of France קטגוריה:צרפת: חצאי איים Peninsulas of Greece קטגוריה:יוון: חצאי איים Peninsulas of Japan קטגוריה:יפן: חצאי איים Peninsulas of Mexico קטגוריה:מקסיקו: חצאי איים Peninsulas of Russia קטגוריה:רוסיה: חצאי איים Peninsulas of the United States קטגוריה:ארצות הברית: חצאי איים Penis קטגוריה:פין Penis disorders קטגוריה:הפרעות בפין Penis envy קנאת פין Penitent thief דיסמס Penman equation נוסחת פנמן Penmiss תבנית:החטיא Penn פן Penn & Teller פן וטלר Penn Badgley פן בדג'לי Penn Station/draft משבר הסאבפריים Penn Zero: Part-Time Hero פן זירו - גיבור במשרה חלקית Pennant נס השירות הפעיל Penne פנה Pennine Alps האלפים הפניניים Pennine Alps קטגוריה:האלפים הפניניים Pennines הרי הפניין Pennsylvania פנסילבניה Pennsylvania קטגוריה:פנסילבניה Pennsylvania תבנית:פנסילבניה Pennsylvania Allentown אלנטאון Pennsylvania Avenue שדרת פנסילבניה Pennsylvania Centralia סנטרליה Pennsylvania Ellwood City אלווד סיטי Pennsylvania Erie אירי Pennsylvania Harrisburg האריסברג Pennsylvania Philadelphia קטגוריה:פילדלפיה Pennsylvania Pittsburgh קטגוריה:פיטסבורג Pennsylvania Scranton סקרנטון Pennsylvania Sports in Philadelphia קטגוריה:פילדלפיה: ספורט Pennsylvania Sports in Pittsburgh קטגוריה:פיטסבורג: ספורט Pennsylvania State Capitol קפיטול מדינת פנסילבניה Pennsylvania State University אוניברסיטת המדינה של פנסילבניה Pennsylvania State University קטגוריה:אוניברסיטת המדינה של פנסילבניה Pennsylvania State University faculty קטגוריה:סגל אוניברסיטת המדינה של פנסילבניה Pennsylvania Station תחנת פנסילבניה Pennsylvania culture קטגוריה:פנסילבניה: תרבות Pennsylvanian קרבון פנסילבני Penny סנט Penny פני Penny Black הפני השחור Penny Cyclopaedia ציקלופדיית פני Penny Hardaway פני הארדוויי Penny Johnson Jerald פני ג'ונסון ג'רלד Penny Lane Penny Lane Penny Marshall פני מרשל Penny-farthing אופני פני-פרת'ינג Penology פנולוגיה Penrhyn פנרהין Penrose tiling ריצוף פנרוז Penrose triangle משולש פנרוז Pension פנסיה Pension fund קרן פנסיה Pensioner אזרח ותיק Pensioners' Party of Bosnia and Herzegovina מפלגת הגמלאים של בוסניה והרצגובינה Pensioners' parties קטגוריה:מפלגות גמלאים Pensions קטגוריה:ביטוח פנסיוני Pensions in Chile המודל הצ'יליאני Pentaceratops פנטצרטופס Pentaerythritol tetranitrate PETN Pentago פנטגו Pentagon מחומש Pentagon Papers פרשת מסמכי הפנטגון Pentagonal number מספר מחומש Pentagonal number theorem משפט המספרים המחומשים Pentagram פנטגרם Pentane פנטאן Pentaquark פנטאקווארק Pentarchy פנטארכיה Pentathletes קטגוריה:מתחרים בקרב חמש Pentathlon פנטאתלון Pentatomidae קטגוריה:תריסיתיים Pentatomidae תריסיתיים Pentatonic scale סולם פנטטוני Pentatonix פנטטוניקס Pentecost פנטקוסט Pentecostalism פנטקוסטליזם Penthesilea פנתסיליאה Penthouse פנטהאוז Penthouse apartment פנטהאוז Pentium FDIV bug באג הפנטיום Pentlandite פנטלנדיט Pentose פנטוז Pentose phosphate pathway מסלול הפנטוז פוספט Penubag/Sandbox/Article דבורה Penuel פנואל Penza פנזה Penza Oblast פנזה Penélope Cruz פנלופה קרוז Peonies קטגוריה:אדמוניתיים People עם People פיפל People קטגוריה:אישים People Are People People Are People People Show People Show People acquitted by the International Military Tribunal in Nuremberg קטגוריה:אנשים שזוכו על ידי בית הדין הבינלאומי בנירנברג People and person infobox templates קטגוריה:תבניות פרמטריות - אישים People and person navigational boxes קטגוריה:תבניות ניווט - אישים People associated with the Dreyfus affair קטגוריה:פרשת דרייפוס: אישים People by city קטגוריה:אישים לפי ערים People by city in Israel קטגוריה:אישים לפי יישוב בארץ ישראל People by city in the Netherlands קטגוריה:הולנדים לפי מקום מגורים People by country קטגוריה:אישים לפי מדינה People by educational institution קטגוריה:אישים לפי מוסדות לימוד People by event קטגוריה:אישים לפי אירוע People by former country קטגוריה:עמים של מדינות לשעבר People by genocide קטגוריה:אישים לפי רצח עם People by intelligence agency קטגוריה:אנשי ארגוני ביון People by nationality קטגוריה:עמים People by nationality and occupation קטגוריה:אישים לפי מוצא ומקצוע People by occupation קטגוריה:אישים לפי מקצוע People by period קטגוריה:אישים לפי תקופה People by place קטגוריה:אישים לפי מקום People by political orientation קטגוריה:אישים לפי אידאולוגיה People by religion קטגוריה:אישים לפי דת People by revolution קטגוריה:אישים לפי מהפכה People by state in the United States קטגוריה:ארצות הברית: אישים לפי מדינה People by war קטגוריה:אישים לפי מלחמה People condemned by Nazi courts קטגוריה:מורשעים בדין בגרמניה הנאצית People convicted by the International Military Tribunal in Nuremberg קטגוריה:אנשים שהורשעו על ידי בית הדין הבינלאומי בנירנברג People convicted of murder קטגוריה:מורשעים בעבירות המתה People convicted of murder by Israel קטגוריה:מורשעים ברצח בישראל People convicted of murder by United States jurisdictions קטגוריה:מורשעים ברצח בארצות הברית People convicted of tax crimes קטגוריה:מורשעים בעבירות מס People convicted of war crimes קטגוריה:מורשעים בפשעי מלחמה People excommunicated by the Roman Catholic Church קטגוריה:אנשים שנודו על ידי הכנסייה הקתולית People executed by Bulgaria קטגוריה:הוצאות להורג בבולגריה People executed by France קטגוריה:הוצאות להורג בצרפת People executed by Germany קטגוריה:הוצאות להורג בגרמניה People executed by Hungary קטגוריה:הוצאות להורג בהונגריה People executed by North Korea קטגוריה:הוצאות להורג בקוריאה הצפונית People executed by Russia קטגוריה:הוצאות להורג ברוסיה וברית המועצות People executed by the Holy See קטגוריה:הוצאות להורג בפקודת הכנסייה הנוצרית People executed by the Ottoman Empire קטגוריה:הוצאות להורג באימפריה העות'מאנית People executed by the United Kingdom קטגוריה:הוצאות להורג בבריטניה ואירלנד People executed by the United States קטגוריה:הוצאות להורג בארצות הברית People executed during the French Revolution קטגוריה:הוצאות להורג בימי המהפכה הצרפתית People extradited to Czechoslovakia קטגוריה:אישים שהוסגרו לצ'כוסלובקיה People extradited to France קטגוריה:אישים שהוסגרו לצרפת People extradited to Israel קטגוריה:אישים שהוסגרו לישראל People extradited to the United States קטגוריה:אישים שהוסגרו לארצות הברית People for the Ethical Treatment of Animals אנשים למען יחס מוסרי לבעלי חיים People from Afula קטגוריה:עפולה: אישים People from Alabama קטגוריה:אלבמה: אישים People from Alaska קטגוריה:אלסקה: אישים People from Alexandria קטגוריה:אנשי אלכסנדריה People from Amsterdam קטגוריה:אמסטרדם: אישים People from Arizona קטגוריה:אריזונה: אישים People from Arkansas קטגוריה:ארקנסו: אישים People from Ashdod קטגוריה:אשדוד: אישים People from Ashkelon קטגוריה:אשקלון: אישים People from Bat Yam קטגוריה:בת ים: אישים People from Beersheba קטגוריה:באר שבע: אישים People from Beit She'an קטגוריה:בית שאן: אישים People from Bnei Brak קטגוריה:בני ברק: אישים People from Bucharest קטגוריה:בוקרשט: אישים People from Budapest קטגוריה:בודפשט: אישים People from California קטגוריה:קליפורניה: אישים People from Colorado קטגוריה:קולורדו: אישים People from Connecticut קטגוריה:קונטיקט: אישים People from Daliyat al-Karmel קטגוריה:דאלית אל-כרמל: אישים People from Dimona קטגוריה:דימונה: אישים People from Dublin קטגוריה:דבלין: אישים People from Eilat קטגוריה:אילת: אישים People from Florence קטגוריה:פירנצה: אישים People from Florida קטגוריה:פלורידה: אישים People from Galați קטגוריה:גאלאץ: אישים People from Gedera קטגוריה:גדרה: אישים People from Georgia קטגוריה:גאורגים People from Georgia קטגוריה:גאורגים לפי מקצוע People from Givatayim קטגוריה:גבעתיים: אישים People from Grodno קטגוריה:הורדנה: אישים People from Hadera קטגוריה:חדרה: אישים People from Haifa קטגוריה:חיפה: אישים People from Hamburg קטגוריה:המבורג: אישים People from Hawaii קטגוריה:הוואי: אישים People from Hebron קטגוריה:חברון: אישים People from Helsinki קטגוריה:הלסינקי: אישים People from Herzliya קטגוריה:הרצליה: אישים People from Hod HaSharon קטגוריה:הוד השרון: אישים People from Holon קטגוריה:חולון: אישים People from Iași קטגוריה:יאשי: אישים People from Idaho קטגוריה:איידהו: אישים People from Illinois קטגוריה:אילינוי: אישים People from Indiana קטגוריה:אינדיאנה: אישים People from Iowa קטגוריה:איווה: אישים People from Jaffa קטגוריה:יפו: אישים People from Jerusalem קטגוריה:ירושלים: אישים People from Kansas קטגוריה:קנזס: אישים People from Karmiel קטגוריה:כרמיאל: אישים People from Kaunas קטגוריה:קובנה: אישים People from Kentucky קטגוריה:קנטקי: אישים People from Kfar Saba קטגוריה:כפר סבא: אישים People from Kiryat Arba קטגוריה:קריית ארבע: אישים People from Kiryat Ata קטגוריה:קריית אתא: אישים People from Kiryat Gat קטגוריה:קריית גת: אישים People from Kiryat Ono קטגוריה:קריית אונו: אישים People from Kiryat Shmona קטגוריה:קריית שמונה: אישים People from Kraków קטגוריה:קרקוב: אישים People from Lod קטגוריה:לוד: אישים People from London קטגוריה:לונדון: אישים People from Louisiana קטגוריה:לואיזיאנה: אישים People from Ma'ale Adumim קטגוריה:מעלה אדומים: אישים People from Maine קטגוריה:מיין: אישים People from Maryland קטגוריה:מרילנד: אישים People from Massachusetts קטגוריה:מסצ'וסטס: אישים People from Metula קטגוריה:מטולה: אישים People from Michigan קטגוריה:מישיגן: אישים People from Minnesota קטגוריה:מינסוטה: אישים People from Minsk קטגוריה:מינסק: אישים People from Mississippi קטגוריה:מיסיסיפי: אישים People from Missouri קטגוריה:מיזורי: אישים People from Modi'in-Maccabim-Re'ut קטגוריה:מודיעין: אישים People from Montana קטגוריה:מונטנה: אישים People from Nahariya קטגוריה:נהריה: אישים People from Nazareth קטגוריה:נצרת: אישים People from Nebraska קטגוריה:נברסקה: אישים People from Ness Ziona קטגוריה:נס ציונה: אישים People from Netanya קטגוריה:נתניה: אישים People from Neuilly-sur-Seine קטגוריה:ניי-סיר-סן: אישים People from Nevada קטגוריה:נבדה: אישים People from New Jersey קטגוריה:ניו ג'רזי: אישים People from New York קטגוריה:מדינת ניו יורק: אישים People from New York City קטגוריה:ניו יורק: אישים People from North Carolina קטגוריה:קרוליינה הצפונית: אישים People from North Dakota קטגוריה:דקוטה הצפונית: אישים People from Northern Ireland קטגוריה:צפון אירים People from Nova Scotia קטגוריה:נובה סקוטיה: אישים People from Ohio קטגוריה:אוהיו: אישים People from Oklahoma קטגוריה:אוקלהומה: אישים People from Oregon קטגוריה:אורגון: אישים People from Paris קטגוריה:פריז: אישים People from Pennsylvania קטגוריה:פנסילבניה: אישים People from Petah Tikva קטגוריה:פתח תקווה: אישים People from Pinsk קטגוריה:פינסק: אישים People from Prague קטגוריה:פראג: אישים People from Puerto Rico קטגוריה:פוארטו ריקנים People from Ra'anana קטגוריה:רעננה: אישים People from Ramat Gan קטגוריה:רמת גן: אישים People from Ramat HaSharon קטגוריה:רמת השרון: אישים People from Ramla קטגוריה:רמלה: אישים People from Rehovot קטגוריה:רחובות: אישים People from Riga קטגוריה:ריגה: אישים People from Rishon LeZion קטגוריה:ראשון לציון: אישים People from Rosh HaAyin קטגוריה:ראש העין: אישים People from Rosh Pinna קטגוריה:ראש פינה: אישים People from Rotterdam קטגוריה:רוטרדם: אישים People from Safed קטגוריה:צפת: אישים People from Saint Petersburg קטגוריה:סנקט פטרבורג: אישים People from Salantai קטגוריה:סלנט: אישים People from Sarajevo קטגוריה:סרייבו: אישים People from Sderot קטגוריה:שדרות: אישים People from Slonim קטגוריה:סלונים: אישים People from Slutsk קטגוריה:סלוצק: אישים People from South Carolina קטגוריה:קרוליינה הדרומית: אישים People from South Dakota קטגוריה:דקוטה הדרומית: אישים People from Tayibe קטגוריה:טייבה: אישים People from Tel Aviv קטגוריה:תל אביב: אישים People from Tennessee קטגוריה:טנסי: אישים People from Texas קטגוריה:טקסס: אישים People from The Hague קטגוריה:האג: אישים People from Tiberias קטגוריה:טבריה: אישים People from Utrecht קטגוריה:אוטרכט: אישים People from Vermont קטגוריה:ורמונט: אישים People from Vilnius קטגוריה:וילנה: אישים People from Virginia קטגוריה:וירג'יניה: אישים People from Warsaw קטגוריה:ורשה: אישים People from Washington קטגוריה:מדינת וושינגטון: אישים People from West Virginia קטגוריה:וירג'יניה המערבית: אישים People from Wisconsin קטגוריה:ויסקונסין: אישים People from Wyoming קטגוריה:ויומינג: אישים People from Yavne קטגוריה:יבנה: אישים People from Zagreb קטגוריה:זאגרב: אישים People from Zikhron Ya'akov קטגוריה:זכרון יעקב: אישים People from the Gaza Strip קטגוריה:רצועת עזה: אישים People from the United States Virgin Islands קטגוריה:איי הבתולה של ארצות הברית: אישים People from Łódź קטגוריה:לודז': אישים People imprisoned on charges of terrorism קטגוריה:טרוריסטים People in information technology קטגוריה:אישים בתעשיית המחשבים People involved in aviation accidents or incidents קטגוריה:אישים שהיו מעורבים בתקריות ואסונות תעופה People mover מסיעון People murdered in Germany קטגוריה:קורבנות רצח בגרמניה People murdered in Israel קטגוריה:קורבנות רצח בישראל People murdered in Italy קטגוריה:קורבנות רצח באיטליה People murdered in Russia קטגוריה:קורבנות רצח ברוסיה People murdered in the United Kingdom קטגוריה:קורבנות רצח בבריטניה People murdered in the United States קטגוריה:קורבנות רצח בארצות הברית People of Al-Andalus קטגוריה:אנדלוסים People of Channel 1 קטגוריה:הערוץ הראשון: אישים People of Ethiopia עמי אתיופיה People of Israeli intelligence agencies קטגוריה:אנשי קהילת המודיעין הישראלית People of Jewish descent by religion קטגוריה:יהודים לפי זהות דתית People of Vichy France קטגוריה:צרפת של וישי: אישים People of World War I קטגוריה:אישים במלחמת העולם הראשונה People of World War I by nationality קטגוריה:אישים במלחמת העולם הראשונה לפי לאום People of World War II קטגוריה:אישים במלחמת העולם השנייה People of World War II by nationality קטגוריה:אישים במלחמת העולם השנייה לפי לאום People of the 1948 Arab–Israeli War קטגוריה:אישים במלחמת העצמאות People of the American Civil War קטגוריה:אישים במלחמת האזרחים האמריקנית People of the American Old West קטגוריה:אישים במערב הישן של אמריקה People of the American Revolution קטגוריה:אישים במהפכה האמריקאית People of the Arab Spring קטגוריה:האביב הערבי: אישים People of the Armenian Genocide קטגוריה:רצח העם הארמני: אישים People of the Boer Wars קטגוריה:אישים במלחמות הבורים People of the Book עם הספר People of the Central Intelligence Agency קטגוריה:אנשי ה-CIA People of the Chechen wars קטגוריה:אישים בעימות הרוסי-צ'צ'ני People of the Crimean War קטגוריה:אישים במלחמת קרים People of the French Revolution קטגוריה:אישים במהפכה הצרפתית People of the German Empire קטגוריה:האימפריה הגרמנית: אישים People of the Holocaust קטגוריה:אנשים בשואה People of the Hundred Years' War קטגוריה:אישים במלחמת מאה השנים People of the Hungarian Revolution of 1956 קטגוריה:אישים במרד ההונגרי ב-1956 People of the Indian Rebellion of 1857 קטגוריה:אישים במרד ההודי הגדול People of the Israeli–Palestinian conflict קטגוריה:הסכסוך הישראלי-פלסטיני: אישים People of the Jewish Agency for Israel קטגוריה:עובדי הסוכנות היהודית People of the KGB קטגוריה:אנשי ק.ג.ב. People of the Korean War קטגוריה:מלחמת קוריאה: אישים People of the Mahdist War קטגוריה:אישים במלחמה המהדית People of the Mossad קטגוריה:אנשי המוסד People of the Napoleonic Wars קטגוריה:אישים במלחמות הנפוליאוניות People of the Reign of Terror קטגוריה:אנשי שלטון הטרור People of the Revolutions of 1848 קטגוריה:אביב העמים: אישים People of the Russian Civil War קטגוריה:אישים במלחמת האזרחים ברוסיה People of the Russo-Japanese War קטגוריה:אישים במלחמת רוסיה-יפן People of the Spanish Civil War קטגוריה:אישים במלחמת האזרחים בספרד People of the Syrian Civil War קטגוריה:מלחמת האזרחים בסוריה: אישים People of the Vietnam War קטגוריה:אישים במלחמת וייטנאם People of the Wars of the Roses קטגוריה:אישים במלחמות השושנים People of the Yom Kippur War קטגוריה:אישים במלחמת יום הכיפורים People of the wars between the United States and Native Americans קטגוריה:מלחמות האינדיאנים: אישים People on the autism spectrum קטגוריה:אנשי קשת אוטיסטית People stubs קטגוריה:קצרמר אישים People who committed suicide in prison custody קטגוריה:מתאבדים: חשודים בפלילים People who compete in parasports קטגוריה:ספורטאי ספורט נכים People who died in Auschwitz concentration camp קטגוריה:נספים במחנה ההשמדה אושוויץ People who died in Majdanek concentration camp קטגוריה:נספים במחנה ההשמדה מיידנק People who died in Treblinka extermination camp קטגוריה:נספים במחנה ההשמדה טרבלינקה People who died in the Holocaust קטגוריה:נספי השואה People who emigrated to escape Nazism קטגוריה:פליטי רדיפות הנאצים People who have walked on the Moon קטגוריה:טייסי חלל ששהו על הירח People who work with children קטגוריה:אנשים העובדים עם ילדים People with disabilities קטגוריה:נכות: אישים People with disabilities by nationality קטגוריה:נכות: אישים לפי מדינה People's Artist האמן העממי People's Chamber פולקסקאמר People's Choice Awards פרס בחירת הקהל People's Council of Syria מועצת העם הסורית People's Court בית הדין העממי People's Crusade מסע הצלב העממי People's Daily יומון העם People's Democratic Republic of Ethiopia הרפובליקה העממית הדמוקרטית של אתיופיה People's Freedom Party מפלגת החופש העממי People's Liberation Army צבא השחרור העממי People's Liberation Army Air Force חיל האוויר הסיני People's Liberation Army Ground Force הכוח הקרקעי של צבא השחרור העממי People's Liberation Army Navy חיל הים של צבא השחרור העממי People's Mujahedin of Iran מוג'אהדין ח'לק People's National Party מפלגת העם הלאומית People's New Party מפלגת האזרחים החדשה People's Olympiad האולימפיאדה העממית People's Party המפלגה העממית People's Party המפלגה הפופוליסטית People's Party מפלגת העם People's Party מפלגת העם של בולגריה People's Protection Units היחידות להגנת העם People's Republic דמוקרטיה עממית People's Republic of Bulgaria הרפובליקה העממית של בולגריה People's Republic of China קטגוריה:הרפובליקה העממית של סין People's Republic of China templates קטגוריה:תבניות ניווט - סין People's State of Hesse המדינה העממית הסן PeopleMover פיפלמובר Peoples Temple מקדש העם Peoples of the Caucasus קטגוריה:עמים קווקזיים Peoples' Democratic Party מפלגת העמים הדמוקרטית Peoples' Friendship University of Russia אוניברסיטת הידידות בין העמים של רוסיה Pep Guardiola ז'וזפ גוארדיולה Pepe פפה Pepe Mel פפה מל Pepe Reina חוסה מנואל ריינה Pepi II Neferkare פפי השני Pepin of Herstal פפין האמצעי Pepin the Short פפין הגוץ Pepper פלפל Pepper Potts פפר פוטס Pepper spray תרסיס פלפל Pepperdine Waves men's basketball players קטגוריה:כדורסלני אוניברסיטת פפרדין Peppermint נענע חריפה Peppermint Lounge מועדון פפרמינט Peppermint Patty פפרמינט פאטי Pepperoni פפרוני Pepsi פפסי Pepsi Center פפסי סנטר Pepsi ONE פפסי ואן PepsiCo פפסיקו Pepsin פפסין Peptic ulcer כיב פפטי Peptide פפטיד Peptide bond קשר פפטידי Peptide nucleic acid PNA Peptidoglycan פפטידוגליקן Pepys פיפס Pepys Island האי פיפס Pepys Library ספריית פיפס Pequeninos פקיניוס Per Ahlmark פר אהלמארק Per Albin Hansson פר אלבין הנסון Per Anger פר אנייר Per Berthelsen פר ברתלסן Per Faye-Hansen פר פייה הנסן Per Gessle פר גסל Per Honor et Gloria/FA ויקיפדיה:מאמרים מומלצים Per Mertesacker פר מרטסאקר Per Olov Enquist פר אולוב אנקוויסט Per Petterson פר פטרסון Per mille פרומיל Perak פרק Peralkaline rock פראלקליני Peramelemorphia בנדיקוטאים Peramelemorphs קטגוריה:בנדיקוטאים Perameles בנדיקוט Peramelidae בנדיקוטיים Perampanel פראמפאנל Perce Blackborow פרס בלקבורו Percelle/sandbox נאו-קונסרבטיביזם Percentage אחוז Percentile מאון Perception תפיסה Perceptron פרספטרון Percheron פרשרון Perchloric acid חומצה על-כלורית Perciformes דקראים Perciformes קטגוריה:דקראים Percival פרסיבל Percival Lowell פרסיוול לוול Percolation חלחול Percussion and Celesta Music for Strings כלי-הקשה וצ'לסטה מוזיקה לכלי-מיתר Percussion instrument כלי הקשה Percussion instruments קטגוריה:כלי הקשה Percussionists קטגוריה:נגני כלי הקשה Percy פרסי Percy Bysshe Shelley פרסי ביש שלי Percy Gardner פרסי גרדנר Percy Grainger פרסי גריינג'ר Percy Jackson & the Olympians פרסי ג'קסון והאולימפיים Percy Jackson & the Olympians קטגוריה:פרסי ג'קסון והאולימפיים Percy Jackson & the Olympians: The Lightning Thief פרסי ג'קסון וגנב הברק Percy Jackson: Sea of Monsters פרסי ג'קסון וים המפלצות Percy Sands פרסי סנדס Percy Sledge פרסי סלדג' Percy Williams פרסי ויליאמס Percy Williams Bridgman פרסי ברידג'מן Perdiccas פרדיקס Perdiccas II of Macedon מלך מוקדון פרדיקס השני Perdicula שליו-שיחים Pere Valentí Mora פרה ולנטי מורה Pere prlpz משתמש:Pere prlpz Perea פראה Perec פרק Peredvizhniki הנודדים Peregrine falcon בז נודד Peregrinus פרגריני Pereh missile carrier פרא Perehinske פרהינסקה Pereiaslav-Khmelnytskyi פריאסלאב-חמלניצקי Perejil Island פרחיל Perek Shirah פרק שירה Peremyshliany פרמישלן Perenelle Flamel פרנל פלאמל Perentie כוח אוסטרלי Peres פרס Peres Center for Peace מרכז פרס לשלום Perestroika פרסטרויקה Peres–Hussein London Agreement הסכם לונדון Peretz Bernstein פרץ ברנשטיין Peretz Hirschbein פרץ הירשביין Peretz Lavie פרץ לביא Peretz Markish פרץ מרקיש Peretz Naftali פרץ נפתלי Peretz Smolenskin פרץ סמולנסקין Perez ben Elijah פרץ מקורביל Perfect Day Perfect Day Perfect Mind The Thunder תבונה מושלמת הרעם Perfect Strangers Perfect Strangers Perfect Strangers קרובים רחוקים מאוד Perfect competition תחרות משוכללת Perfect crime פשע מושלם Perfect fluid זורם מושלם Perfect game משחק מושלם Perfect graph גרף מושלם Perfect group חבורה מושלמת Perfect information משחק בעל ידיעה שלמה Perfect is the enemy of good הטוב מאוד הוא האויב של הטוב Perfect number מספר משוכלל Perfect phylogeny עץ פילוגנטי מושלם Perfectionism פרפקציוניזם Perfidious Albion אלביון הצבועה Perfin בול מנוקב Performance הופעה Performance appraisal הערכת עובדים Performance art מיצג Performance art קטגוריה:מיצג Performance artists קטגוריה:אמני מיצג Performance indicator KPI Performance-based logistics Performance Based Logistics Performers of early music קטגוריה:מבצעים בכלים אותנטיים Performing arts אמנות הבמה Performing arts קטגוריה:אמנות הבמה Performing arts education קטגוריה:הוראת משחק Perfume Perfume Perfume בושם Perfumery קטגוריה:בשמים Perg District פרג Pergamon פרגמון Pergamon Altar מזבח פרגמון Pergamon Museum מוזיאון פרגמון Periander פריאנדרוס Pericle Martinescu פריצל מרטינסקו Pericles פריקלס Pericles' Funeral Oration נאום ההספד של פריקלס Peridot פרידוט Perihelion and aphelion אפהליון ופריהליון Perijn משתמש:Sirius Zwarts Bot Perim פרים Perimeter היקף Perimeter Institute for Theoretical Physics מכון פרימטר לפיזיקה תאורטית Perinatal asphyxia תשניק סב-לידתי Perineum חיץ הנקביים Perinița פריניצה Period יחידת זמן גאולוגית Period מחזור Period color תבנית:צבע תקופה Periodic function פונקציה מחזורית Periodic sentence מחזורת Periodic table הטבלה המחזורית Periodic table תבנית:הטבלה המחזורית Periodic table תבנית:טבלה מחזורית Periodic tables key תבנית:מפתח הטבלה המחזורית Periodization תיקוף Perioeci פריאויקים Perion Network פריון נטוורק Peripatetic school האסכולה הפריפטטית Peripeteia פריפטאה Peripheral ציוד היקפי Peripheral artery disease מחלת העורקים הפריפריאליים Peripheral membrane protein חלבון ממברנה פריפריאלי Peripheral nervous system מערכת העצבים ההיקפית Peripheral nervous system קטגוריה:מערכת העצבים ההיקפית Peripheral neuropathy נוירופתיה פריפרית Periplasm פריפלזמה Periplus פריפלוס Periscope פריסקופ Perissodactyla תבנית:מפריטי פרסה Peristalsis תנועה פריסטלטית Peristera פריסטרה Peristeri B.C. פריסטרי אתונה Perito Moreno Glacier קרחון פריטו מורנו Peritoneum צפק Peritonitis דלקת הצפק Perjury עדות שקר Perkin Medal מדליית פרקין Perkin Warbeck פרקין וורבק Perkins פרקינס Perl Perl Perlis פרליס Perlite פרליט Perlman פרלמן Perlmutter פרלמוטר Perm פרם Perm Krai פרם Permaculture פרמקלצ'ר Permafrost קפאת-עד Permanent פרמננטה Permanent Delegates to UNESCO קטגוריה:שגרירים באונסק"ו Permanent Representative of Israel to the United Nations שגריר ישראל באומות המאוחדות Permanent Representatives of Israel to the United Nations קטגוריה:שגרירי ישראל באו"ם Permanent Representatives of Israel to the United Nations תבנית:שגרירי ישראל באו"ם Permanent Representatives of the United States to the United Nations קטגוריה:שגרירי ארצות הברית באו"ם Permanent Representatives to the United Nations קטגוריה:שגרירים באו"ם Permanent makeup איפור קבוע Permanent residence גרין קארד Permanent residency תושב קבע Permanent revolution המהפכה המתמדת Permeability פרמאביליות Permian פרם Permian–Triassic extinction event הכחדת פרם-טריאס Permission הרשאה Permittivity מקדם דיאלקטרי Permutation תמורה Pernambuco פרנמבוקו Pernambuco קטגוריה:פרנמבוקו Pernicious anemia אנמיה ממארת Pernik פרניק Pernik Province פרניק Pernis איה Pero Antić פרו אנטיץ' Pero Cameron פרו קמרון Pero Me Acuerdo de Ti Pero Me Acuerdo De Tí Peron פרון Peroneus longus השריר השוקיתי הארוך Peroneus tertius השריר השוקיתי השלישי Peronism פרוניזם Perovskite פרובסקיט Peroxisome פראוקסיזום Peroz I פירוז הראשון Perpendicular אנך Perpendicular bisector אנך אמצעי Perpetua Nkwocha פרפטואה נקווצ'ה Perpetual check תיקו Perpetual motion תנועה נצחית Perpetuum Jazzile פרפטום ג'זילה Perpetuum mobile פרפטואום מובילה Perpignan פרפיניאן Perrier's sifaka סיפאקה שחורה Perrigo פריגו Perrin Aybara פרין אייברה Perrin's beaked whale לווייתן מקור פרין Perron–Frobenius theorem משפט פרון-פרובניוס Perrot פרו Perry פרי Perry Christie פרי כריסטי Perry Como פרי קומו Perry Groves פרי גרובס Perry Mason פרי מייסון Perry Watkins פרי וטקינס Perry White פרי וייט Perry the Platypus פרי הפלטיפוס Persecution of homosexuals in Nazi Germany and the Holocaust הומוסקסואלים בגרמניה הנאצית Persecution of homosexuals in Nazi Germany and the Holocaust קטגוריה:רדיפת הלהט"ב בגרמניה הנאצית Persecution of people with albinism רדיפת לבקנים באפריקה Perseids פרסאידים Persephone פרספונה Persepolis פרספוליס Persepolis F.C. players קטגוריה:כדורגלני פרספוליס Perseus פרסאוס Perseus קטגוריה:קבוצת הכוכבים פרסאוס Perseus Arm זרוע פרסאוס Perseus Project פרויקט פרסאוס Perseus of Macedon מלך מוקדון פרסאוס Pershing פרשינג Pershyi Natsionalnyi הערוץ הראשון Persian Campaign המערכה בפרס במלחמת העולם הראשונה Persian Empire ממלכת פרס Persian Gulf המפרץ הפרסי Persian Gulf חליג' פארס Persian Gulf קטגוריה:המפרץ הפרסי Persian Gulf Pro League ליגת העל האיראנית Persian Jews יהדות איראן Persian Wikipedia ויקיפדיה הפרסית Persian art אמנות פרסית Persian astronomers קטגוריה:אסטרונומים פרסים Persian cat חתול פרסי Persian daric דרכמון Persian fallow deer יחמור פרסי Persian gardens הגן הפרסי Persian geographers קטגוריה:גאוגרפים פרסים Persian history קטגוריה:ממלכת פרס Persian language פרסית Persian language קטגוריה:פרסית Persian leopard נמר פרסי Persian lime ליים פרסי Persian literature קטגוריה:ספרות פרסית Persian mathematicians קטגוריה:מתמטיקאים פרסים Persian mythology מיתולוגיה פרסית Persian mythology קטגוריה:מיתולוגיה פרסית Persian onager פרא פרסי Persian people פרסים Persian philosophers קטגוריה:פילוסופים פרסים Persian physicians קטגוריה:רופאים פרסים Persian poets קטגוריה:משוררים איראנים Persian pop music מוזיקת פופ פרסית Persian queens consort קטגוריה:נשות מלכים איראנים Persian translator/sandbox איידס Persian-language films קטגוריה:סרטים בפרסית PersianGuyz משתמש:PersianGuyz Persistence Persistence Persistent vegetative state צמח Persius פרסיוס Perski פרסקי Person of Interest מבוקש Person-centered therapy הלקוח במרכז Persona פרסונה Persona non grata אישיות בלתי רצויה Personal Computer Museum מוזיאון המחשבים האישיים Personal Flag of Queen Elizabeth II דגל המלכה אליזבת השנייה Personal Genome Project פרויקט הגנום האישי Personal Package Archive PPA Personal Staff Reichsführer-SS המטה האישי של הרייכספיהרר אס אס Personal accounts of the Holocaust קטגוריה:זיכרונות מהשואה Personal advertisement מודעת שידוכים Personal area network רשת אישית Personal bankruptcy פשיטת רגל Personal boundaries הצבת גבולות Personal branding מיתוג אישי Personal computer מחשב אישי Personal computers קטגוריה:מחשבים אישיים Personal construct theory הבניה אישית Personal digital assistant מחשב כף יד Personal digital assistants קטגוריה:מחשבי כף יד Personal fable מעשייה אישית Personal flags קטגוריה:דגלים אישיים Personal flotation device חגורת הצלה Personal genomics גנומיקה אישית Personal god אלוהות פרטית Personal health record רשומה רפואית אישית Personal identification קטגוריה:תעודות זיהוי Personal information management ניהול מידע אישי Personal life חיים אישיים Personal lubricant חומר סיכה Personal property מיטלטלין Personal trainer אימון כושר אישי Personal union אוניה פרסונלית Personal water craft אופנוע ים Personal weapons קטגוריה:נשק קל Personality אישיות Personality קטגוריה:פסיכולוגיה של האישיות Personality disorder הפרעת אישיות Personality disorders קטגוריה:הפרעות אישיות ייחודיות Personality test מבחני אישיות Personality user templates קטגוריה:ויקיפדיה - משתמש - תכונות אישיות Personalization פרסונליזציה Persondata ויקיפדיה:פרטים ביוגרפיים Personifications קטגוריה:האנשה Personifications in Greek mythology קטגוריה:האנשה במיתולוגיה היוונית Perspective פרספקטיבה Perspectivism פרספקטיביזם Perspiration זיעה Persuasion אהבה כמוסה Persuasion הטיית לב Persuasive definition הגדרה משדלת Persuasive technology טכניקות מסירה Perth פרת' Perth Agreement הסכמת פרת' Perth Glory FC players קטגוריה:כדורגלני פרת' גלורי Pertinax פרטינקס Perturbation פרטורבציה Perturbation theory תורת ההפרעות Pertussis שעלת Peru פרו Peru קטגוריה:פרו Peru Trujillo טרוחיו Peru Trujillo קטגוריה:טרוחיו Peru at the Olympics פרו במשחקים האולימפיים Peru at the Paralympics פרו במשחקים הפאראלימפיים Peru national basketball team נבחרת פרו בכדורסל Peru national football team נבחרת פרו בכדורגל Peru national football team managers קטגוריה:מאמני נבחרת פרו בכדורגל Peru squad 2007 Copa América תבנית:נבחרת פרו בקופה אמריקה 2007 Peru squad 2011 Copa América תבנית:נבחרת פרו בקופה אמריקה 2011 Peru squad 2015 Copa América תבנית:נבחרת פרו בקופה אמריקה 2015 Peru squad Copa América Centenario תבנית:נבחרת פרו בקופה אמריקה 2016 Peru templates קטגוריה:תבניות ניווט - פרו Perugia פרוג'ה Perugina פרוג'ינה Perun פרון Perushim פרושים Peruvian Armed Forces צבא פרו Peruvian Armed Forces קטגוריה:פרו: צבא וביטחון Peruvian Jews קטגוריה:יהודים פרואנים Peruvian artists קטגוריה:אמנים פרואנים Peruvian booby סולה פרואנית Peruvian clergy קטגוריה:אנשי דת פרואנים Peruvian cuisine קטגוריה:המטבח הפרואני Peruvian culture קטגוריה:פרו: תרבות Peruvian dramatists and playwrights קטגוריה:מחזאים פרואנים Peruvian films קטגוריה:סרטים פרואניים Peruvian footballers קטגוריה:כדורגלנים פרואנים Peruvian literature קטגוריה:ספרות פרואנית Peruvian military personnel קטגוריה:אנשי צבא פרואנים Peruvian nuevo sol סול Peruvian painters קטגוריה:ציירים פרואנים Peruvian pelican שקנאי פרואני Peruvian people קטגוריה:פרואנים Peruvian politicians קטגוריה:פוליטיקאים פרואנים Peruvian singers קטגוריה:זמרים פרואנים Peruvian sportspeople קטגוריה:ספורטאים פרואנים Peruvian writers קטגוריה:סופרים פרואנים Pervasive developmental disorder הפרעה התפתחותית נרחבת Pervasive developmental disorder not otherwise specified PDD-NOS Pervasive developmental disorders קטגוריה:תסמונות הקשת האוטיסטית Pervez Musharraf פרבז מושארף Pervomaiskyi פרבומייסק Pes anserine bursitis דלקת אמתחת רגל האווז Pes anserinus רגל האווז Pesach Burstein פסח בורשטיין Pesach Eliyahu Falk פסח אליהו פאלק Pesach Sheni פסח שני Pesachim מסכת פסחים Pesah Grupper פסח גרופר Pesaro פזארו Pesaro קטגוריה:פזארו Pesaro Madonna מדונת פזארו Pescadores Campaign קרב פנגהו Pescara פסקארה Pescetarianism פסקטריאניזם Pesek Zman פסק זמן Peshat פרשנות הפשט למקרא Peshawar פשאוור Peshitta פשיטתא Peshmerga פשמרגה Peshtera פשטרה Pesikta de-Rav Kahana פסיקתא דרב כהנא Pesniary פסניארי Peso פסו Pessah Bar-Adon פסח בר אדון Pessimism פסימיות Pest County פשט Pest control הדברת מזיקים Pest control קטגוריה:הדברה Pesticide חומרי הדברה Pesto פסטו Pesukei dezimra פסוקי דזמרא Pet חיית מחמד Pet Sematary בית כברות לחיות שעשועים Pet Sematary בית קברות לחיות Pet Shop Boys פט שופ בויז Pet Sounds Pet Sounds Pet user templates קטגוריה:ויקיפדיה - משתמש - חיית מחמד Peta- תחיליות במערכת היחידות הבינלאומית#פטה Petachiah of Regensburg פתחיה מרגנסבורג Petah Tikva פתח תקווה Petah Tikva קטגוריה:פתח תקווה Petah Tikva Kiryat Aryeh Railway Station תחנת הרכבת פתח תקווה - קריית אריה Petah Tikva Municipal Stadium אצטדיון האורווה Petah Tikva Sgula Railway Station תחנת הרכבת פתח תקווה סגולה Petahya פתחיה Petal עלי כותרת Petalite פטאליט Petals on the Wind עלי כותרת עפים ברוח Petar Bojović פטר בויוביץ' Petar Brzica פטר ברזיצה Petar Gabrovski פטר גברובסקי Petar Gudev פטר גודב Petar Mladenov פטר מלאדנוב Petar Naumoski פטר נאומוסקי Petar Orlandić פטר אורלנדיץ' Petar Stoyanov פטר סטויאנוב Pete פיט Pete Best פיט בסט Pete Conrad צ'ארלס קונראד הבן Pete Docter פיט דוקטר Pete Johansen פיט יוהנסן Pete Maravich פיט מרוויץ' Pete Mickeal פיט מייקל Pete Postlethwaite פיט פוסלתווייט Pete Rock פיט רוק Pete Rock & CL Smooth פיט רוק וסי.אל. סמוט Pete Sampras פיט סמפראס Pete Seeger פיט סיגר Pete Townshend פיט טאונסנד Pete Wentz פיט ונץ Pete's Dragon חברי הדרקון אליוט Peter פטר Peter Abelard פייר אבלר Peter Agre פיטר אגרה Peter Altenberg פטר אלטנברג Peter Andreas Munch פטר אנדריאס מונק Peter Arnett פיטר ארנט Peter Artedi פטר ארטדי Peter Atkins פיטר אטקינס Peter Beagle פיטר ביגל Peter Behrens פטר ברנס Peter Beinart פיטר ביינרט Peter Benchley פיטר בנצ'לי Peter Benenson פיטר בננסון Peter Berger פיטר ברגר Peter Bergman פיטר ברגמן Peter Bichsel פטר ביקסל Peter Bogdanovich פיטר בוגדנוביץ' Peter Bosz פיטר בוס Peter Boyle פיטר בויל Peter Brook פיטר ברוק Peter Brown פיטר בראון Peter Buck פיטר באק Peter Camenzind פטר קמנצינד Peter Capaldi פיטר קפלדי Peter Cargill פיטר קרגיל Peter Carl Fabergé פטר קארל פברז'ה Peter Cetera פיטר סטרה Peter Cheyney פיטר טשייני Peter Cole פיטר קול Peter Cornelius פטר קורנליוס Peter Cosgrove פיטר קוסגרוב Peter Coyote פיטר קויוטי Peter Crouch פיטר קראוץ' Peter Cullen פיטר קאלן Peter Damian פטרוס דמיאנוס Peter Davison פיטר דייוויסון Peter Debye פטר דביי Peter Deunov פטר דנוב Peter Diamandis פיטר דיאמנדיס Peter Diamond פיטר דיאמונד Peter Dinklage פיטר דינקלג' Peter Dodson פיטר דודסון Peter Drucker פיטר דרוקר Peter Dubovský פיטר דובובסקי Peter Duesberg פיטר דוסברג Peter Egan פיטר איגן Peter Eisenman פיטר אייזנמן Peter Erős פטר ארש Peter Faber פייר פאבר Peter Facinelli פיטר פצ'ינלי Peter Falk פיטר פאלק Peter Farrelly פיטר פארלי Peter Feldmann פטר פלדמן Peter Finch פיטר פינץ' Peter Firth פיטר פירת' Peter Fishman פטר פישמן Peter Fonagy פיטר פונגי Peter Fonda פיטר פונדה Peter Forsberg פטר פורשברג Peter Fraser פיטר פרייזר Peter Gabriel פיטר גבריאל Peter Gallagher פיטר גלאגר Peter Gay פיטר גיי Peter Gelb פיטר גלב Peter Gilmore פיטר גילמור Peter Glob פיטר גלוב Peter Goring פיטר גורינג Peter Grant פיטר גרנט Peter Graves פיטר גרייבס Peter Greenaway פיטר גרינוויי Peter Griffin פיטר גריפין Peter Gustav Lejeune Dirichlet יוהאן פטר גוסטב לז'ן דיריכלה Peter Hambleton פיטר המבלטון Peter Hammer פיטר לדיסלאו האמר Peter Hammill פיטר האמיל Peter Handke פטר הנדקה Peter Herman Adler פטר הרמן אדלר Peter Higgs פיטר היגס Peter Hill-Wood פיטר היל-ווד Peter Hinwood פיטר הינווד Peter Hochschorner פטר הוכשורנר Peter Hollingworth פיטר הולינגוורת' Peter Howson פיטר האוסון Peter Hultqvist פיטר הולטקוויסט Peter Hunt פיטר האנט Peter I פטר הראשון Peter I Island פטר הראשון Peter I of Serbia מלך סרביה פטר הראשון Peter II פדרו השני Peter II of Aragon מלך אראגון פייטרו השני Peter II of Russia קיסר רוסיה פיוטר השני Peter II of Yugoslavia מלך יוגוסלביה פטר השני Peter III of Russia קיסר רוסיה פיוטר השלישי Peter IV of Aragon מלך אראגון פדרו הרביעי Peter IV of Bulgaria קיסר בולגריה פטר הרביעי Peter Ivanovich Shuvalov פיוטר שובלוב Peter Jackson פיטר ג'קסון Peter Jeffrey פיטר ג'פרי Peter Jennings פיטר ג'נינגס Peter Jurasik פיטר ג'וראסיק Peter Karlsson פטר קארלסון Peter Konwitschny פטר קונוויטשני Peter Krause פיטר קראוזה Peter Kropotkin פיוטר קרופוטקין Peter Kyle פיטר קייל Peter Lee Lawrence פיטר לי לורנס Peter Lerangis פיטר לרנג'יס Peter Lindbergh פטר לינדברג Peter Loewenberg פיטר לוונברג Peter Lorimer פיטר לורימר Peter Lorre פיטר לורה Peter Ludwig Mejdell Sylow לודוויג סילו Peter Luger Steak House פיטר לוגר Peter Lynch פיטר לינץ' Peter Machajdík פטר מכיידיק Peter Malkin צבי מלחין Peter Mandelson פיטר מנדלסון Peter Mansfield פיטר מנספילד Peter Mark Richman פיטר מארק ריצ'מן Peter Mayle פיטר מייל Peter Medawar פיטר מדאוור Peter Mercator/Draft for scale קנה מידה Peter Minuit פיטר מינויט Peter Mitchell פיטר מיטשל Peter Mokaba Stadium אצטדיון פיטר מוקבה Peter Mullan פיטר מולאן Peter Munk פיטר מונק Peter Murphy פיטר מרפי Peter Naur פטר נאור Peter Nicholas פיטר ניקולס Peter O'Toole פיטר או'טול Peter Odemwingie פטר אודמווינגי Peter Ofori-Quaye פטר אופורי קוואייה Peter Oppenheimer פיטר אופנהיימר Peter Orszag פיטר אורסג Peter Osgood פיטר אוזגוד Peter Pace פיטר פייס Peter Paige פיטר פייג' Peter Pan פיטר פן Peter Pan קטגוריה:פיטר פן Peter Pan תבנית:פיטר פן Peter Pan's Flight מעופו של פיטר פן Peter Parler פטר פארלר Peter Paul Rubens פטר פאול רובנס Peter Pears פיטר פירס Peter Pekarík פטר פקאריק Peter Phillips פיטר פיליפס Peter Pomegranate פיטר פומגרנט Peter Potemkine פיוטר פוטיומקין Peter Rabbit הרפתקאות פיטר הארנב Peter Robb פיטר רוב Peter Robinson פיטר רובינסון Peter Romanovsky פטר רומנובסקי Peter Rono פיטר רונו Peter Roskam פיטר רוסקאם Peter Roth פיטר רוט Peter Ruzicka פטר רוזיצקה Peter Sagan פטר סאגאן Peter Sarnak פיטר סרנק Peter Sarsgaard פיטר סארסגארד Peter Schlemihl סיפורו המופלא של פטר שלומיאל Peter Schmeichel פיטר שמייכל Peter Schoomaker פיטר סקומייקר Peter Schreier פטר שרייר Peter Schäfer פטר שפר Peter Schöffer פטר שפר Peter Scott פיטר סקוט Peter Sellers פיטר סלרס Peter Serkin פיטר סרקין Peter Shaffer פיטר שאפר Peter Shafirov פיוטר שפירוב Peter Shilton פיטר שילטון Peter Shor פיטר שור Peter Simpson פיטר סימפסון Peter Singer פיטר סינגר Peter Snell פיטר סנל Peter Storey פיטר סטורי Peter Stormare פיטר סטורמר Peter Strauss פיטר שטראוס Peter Sturm פטר שטורם Peter Suschitzky פטר סושיצקי Peter Sutcliffe פיטר סאטקליף Peter Svidler פטר סבידלר Peter Taylor פיטר טיילור Peter Temin פיטר טמין Peter Thiel פיטר ת'יל Peter Tilbury פיטר טילבורי Peter Tosh פיטר טוש Peter Turchin פיטר טורצ'ין Peter Turkson פיטר טורקסון Peter Ustinov פיטר יוסטינוב Peter Vaughan פיטר ווהן Peter Waldo פייר ולדו Peter Walter פטר וולטר Peter Weir פיטר ויר Peter Weiss פטר וייס Peter Weller פיטר ולר Peter Westergaard פיטר וסטרגור Peter Wiggin פיטר ויגין Peter Wiley פיטר ויילי Peter Woodward פיטר וודוורד Peter Wright פיטר רייט Peter Yarrow פיטר יארו Peter Yorck von Wartenburg פטר יורק פון וארטנבורג Peter Zumthor פטר צומטור Peter and Gordon פיטר וגורדון Peter and Paul Cathedral קתדרלת פטרופבלובסקיה Peter and Paul Fortress מבצר פטרופבלובסקיה Peter and the Wolf פטר והזאב Peter in Magicland המסע לירח של פטר Peter morrell/Buddhism בודהיזם Peter of Saint Joseph de Betancur פדרו דה סן חוסה בטאנקור Peter of Spain פדרו הספרדי Peter of Vaux de Cernay פייר מוו-דה-סרנה Peter principle העיקרון הפיטרי Peter the Great פיוטר הגדול Peter the Hermit פטרוס הנזיר Peter the Iberian פטר האיברי Peter the Younger פטרו הצעיר Peter Šťastný פטר שטיאסטני Peter's Friends החברים של פיטר Peterborough United F.C. פיטרבורו יונייטד Peterborough United F.C. players קטגוריה:כדורגלני פיטרבורו יונייטד Peterhof Grand Palace הארמון הגדול בפטרהוף Peterklutz/MMY article מהרישי מהש יוגי Peterloo Massacre טבח פיטרלו Peterriber/sandbox מקדם דיאלקטרי Peters פיטרס Peters' duiker צביון פיטרס Petersen פטרסן Peterson פטרסון Peterstrempel/astrology-sandbox אסטרולוגיה Peterstrempel/duelling-draft דו-קרב Petes Dragon movie poster.jpg קובץ:394px-Petes Dragon movie poster.jpg Pethidine פטידין Petiole פטוטרת Petit Trianon הטריאנון הקטן Petit Verdot פטי ורדו Petit four פטיפור Petit-Beurre פתי בר Petite Princess Yucie יושי הנסיכה הקסומה Petite Terre Islands איי פטיט-טר Petition עצומה Petko Karavelov פטקו קרבלוב Petlyakov Pe-2 פטליאקוב Pe-2 Petlyakov Pe-8 פטליאקוב Pe-8 Petlynch/sandbox בית סטיוארט Petr Eben פטר אבן Petr Ginz פטר גינז Petr Jiráček פטר ייראצ'ק Petr Kouba פטר קובה Petr Nečas פטר נצ'אס Petr Čech פטר צ'ך Petra פטרה Petra Kelly פטרה קלי Petra Kvitová פטרה קביטובה Petra Marklund ספטמבר Petra Němcová פטרה נמצובה Petra Schneider פטרה שניידר Petra Thümer פטרה תימר Petra van Staveren פטרה ואן סטברן Petrache Poenaru פטראקה פויינארו Petrarch פרנצ'סקו פטרארקה Petre Aurelian פטרה אאורליאן Petre Carp פטרה קארפ Petre Roman פטרה רומאן Petrescu פטרסקו Petri פטרי Petri Lindroos פטרי לינדרוס Petri dish צלחת פטרי Petri net רשת פטרי Petria Thomas פטריה תומאס Petrich פטריץ' Petrichor פטריכור Petrie Museum of Egyptian Archaeology מוזיאון פיטרי לארכאולוגיה מצרית Petrified Forest National Park הפארק הלאומי פטריפייד פורסט Petro Poroshenko פטרו פורושנקו Petro Poroshenko Bloc "Solidarity" סולידריות Petro Shelest פיוטר שלסט PetroChina פטרוצ'יינה Petrobey Mavromichalis פטרוס מברומיכאליס Petrobras פטרוברז Petrodvortsovy District אזור ארמונות פיוטר הגדול Petrogenesis פטרולוגיה#פטרוגנזיה Petroglyph פטרוגליף Petrograd Soviet סובייט פטרוגרד Petrogradsky District רובע פטרוגרד Petrol engine מנוע בנזין Petroleum נפט Petroleum קטגוריה:נפט Petroleum Road כביש הנפט Petrology פטרולוגיה Petrology קטגוריה:פטרולוגיה Petronas Towers מגדלי פטרונס Petronius פטרוניוס Petropavlovsk פטרופבלובסק Petropavlovsk-Kamchatsky פטרופבלובסק-קמצ'טסקי Petropedetidae פטרופדיים Petrov פטרוב Petrov's Defence פתיחה רוסית Petrovsk-Zabaykalsky פטרובסק-זבאיקלסקי Petrovsky Stadium אצטדיון פטרובסקי Petrozavodsk פטרוזבודסק Petru Groza פטרו גרוזה Petru I of Moldavia פטרו מושאט Petrus פטרוס Petrus Christus פטרוס כריסטוס Petrus Comestor פטרוס קומסטור Petrushka פטרושקה Petrópolis פטרופוליס Pets קטגוריה:חיות מחמד Petter Chamor פטר חמור Petticoat תחתונית Petticoat Lane Market שוק פטיקוט ליין Petting zoo פינת חי Petty פטי Petty kingdoms of England קטגוריה:הפטרכיה Petula Clark פטולה קלארק Petunia פטוניה Petza'el פצאל Petäjävesi Old Church פטאייבסי Petőfi Bridge גשר פטפי Petřín גבעת פטז'ין Peugeot פיג'ו Peugeot קטגוריה:פיג'ו Peugeot 107 פיג'ו 107 Peugeot 108 פיג'ו 108 Peugeot 201 פיג'ו 201 Peugeot 202 פיג'ו 202 Peugeot 203 פיג'ו 203 Peugeot 204 פיג'ו 204 Peugeot 205 פיג'ו 205 Peugeot 206 פיג'ו 206 Peugeot 207 פיג'ו 207 Peugeot 208 פיג'ו 208 Peugeot 306 פיג'ו 306 Peugeot 308 פיג'ו 308 Peugeot 4007 פיג'ו 4007 Peugeot 401 פיג'ו 401 Peugeot 402 פיג'ו 402 Peugeot 403 פיג'ו 403 Peugeot 404 פיג'ו 404 Peugeot 405 פיג'ו 405 Peugeot 406 פיג'ו 406 Peugeot 407 פיג'ו 407 Peugeot 504 פיג'ו 504 Peugeot 601 פיג'ו 601 Peugeot 605 פיג'ו 605 Peugeot logo.svg תמונה:Peugeot logo.png Pevos משתמש:Pevos Pevsner פבזנר Pew2007 תבנית:Pewglobal2007 PewDiePie פיודיפאי Pewter פיוטר Peyer's patch הלוחיות על שם פייר Peyman Moaadi פימאן מעאדי Peyo פייר קוליפור Peyote פיוטה Peyronie's disease מחלת פיירוני Peysi the Cantor's Son Motl מוטל בן פייסי החזן Peyton List פייטון ליסט Peyton Manning פייטון מאנינג Peyton Place פייטון פלייס Pez פז Pezhetairos פזטיירוי Peñarol פניארול Peñarol managers קטגוריה:מאמני פניארול Peñarol players קטגוריה:כדורגלני פניארול Peñón of Algiers אי הפאנון האלג'יראי Peć פץ' Pfaff פפאף Pfaffian פפיאן Pfaueninsel אי הטווסים Pfeffer פפר Pfister form תבנית פיסטר Pfizer פייזר Pforzheim פפורצהיים Pgpotvin/Sandbox ?????? ???? Pha That Luang פא תאט לואנג Phablet פאבלט Phablets קטגוריה:פאבלטים Phabricator פבריקטור Phacochoerus חזיר יבלות Phacolith פקולית Phaedo פאידון Phaedo of Elis פאידון Phaedra פדרה Phaedra's Love פדרה מאוהבת Phaedrus פיידרוס Phaethon פאתון Phaethontiformes קטגוריה:פתוניים Phagocyte פגוציט Phahonyothin Road פאהוניות'ין Phaistos Disc דיסקית פייסטוס Phalacrocoracidae קטגוריה:קורמורניים Phalangioidea ארכרגליים Phalanx פלנקס Phalanx CIWS פלנקס Phalanx Covenant אקס-מן: אמנת הפלנקס Phalanx bone גלילים Phallogocentrism לוגוצנטריות Phallus פאלוס Phan Thi Kim Phuc פאן טי קים פוק Phanariotes פנרים Phanera variegata בוהיניה מגוונת Phanerite פנריטי Phaneritic פנריטי Phanerozoic פנרוזואיקון Phanerozoic קטגוריה:פנרוזואיקון Phanerozoic 220px תבנית:פנרוזואיקון 220 Phang Nga Bay מפרץ פאנג נגה Phannias ben Samuel פינחס בן שמואל מכפר חבתא Phantom פנטום Phantom Manor אחוזת רוח הרפאים Phantom island אי תעתוע Phantom islands קטגוריה:איי תעתוע Phantom pain כאב רפאים Pharaoh פרעה Pharaoh eagle-owl אוח פרעוני Pharaoh's Daughter בת פרעה Pharaoh's Island אי האלמוגים Pharaoh's daughter בת פרעה Pharaohs קטגוריה:פרעוני מצרים Pharaohs of the Eighteenth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-18 Pharaohs of the Fifteenth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-15 Pharaohs of the First Dynasty of Egypt קטגוריה:פרעוני השושלת ה-1 Pharaohs of the Fourth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-4 Pharaohs of the Nineteenth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-19 Pharaohs of the Second Dynasty of Egypt קטגוריה:פרעוני השושלת ה-2 Pharaohs of the Sixth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-6 Pharaohs of the Third Dynasty of Egypt קטגוריה:פרעוני השושלת ה-3 Pharaohs of the Thirtieth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-30 Pharaohs of the Twelfth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-12 Pharaohs of the Twentieth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-20 Pharaohs of the Twenty-fifth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-25 Pharaohs of the Twenty-first Dynasty of Egypt קטגוריה:פרעוני השושלת ה-21 Pharaohs of the Twenty-second Dynasty of Egypt קטגוריה:פרעוני השושלת ה-22 Pharaohs of the Twenty-sixth Dynasty of Egypt קטגוריה:פרעוני השושלת ה-26 Pharisees פרושים Pharmaceutical Association of Israel הסתדרות הרוקחים בישראל-ענף בתי מרקחת Pharmaceutical companies קטגוריה:יצרני תרופות Pharmaceutical companies of Israel קטגוריה:תעשיית פרמצבטיקה בישראל Pharmaceutical drug תרופה Pharmacist רוקח Pharmacists קטגוריה:רוקחים Pharmacogenetics פרמקוגנטיקה Pharmacokinetics פרמקוקינטיקה Pharmacokinetics קטגוריה:פרמקוקינטיקה Pharmacologists קטגוריה:פרמקולוגים Pharmacology פרמקולוגיה Pharmacology קטגוריה:פרמקולוגיה Pharmacopoeia פרמקופיאה Pharmacy מדעי הרוקחות Pharmacy קטגוריה:מדעי הרוקחות Pharnabazus II פרנבזוס השני Pharnabazus III פרנבזוס השלישי Pharnavaz I of Iberia מלך איבריה פרנוואז הראשון Pharoah Sanders פרעה סנדרס Pharoahe Monch פרעה מונץ' Pharomachrus קורוקו Pharos פארוס Pharrell Williams פארל ויליאמס Pharyngeal arch קשת פרינגיאלית Pharyngeal consonant עיצורים לועיים Pharyngeal reflex רפלקס הקאה Pharyngealization עיצורים מלועלעים Pharyngitis דלקת גרון Pharynx לוע Phasael פצאל Phase מופע Phase פאזה Phase diagram דיאגרמת פאזות Phase modulation אפנון פאזה Phase rule חוק הפאזות של גיבס Phase transition מעבר פאזה Phase velocity מהירות פאזה Phase-locked loop חוג נעול מופע Phase-shift keying PSK Phased array מערך מופע Phaseolus שעועית Phaseolus vulgaris שעועית מצויה Phases of matter קטגוריה:מצבי צבירה Phasianidae פסיוניים Phasianidae קטגוריה:פסיוניים Phasianinae פסיונים Phasianus פסיון Phasis פאסיס Phasmatodea מקלונאים Phasmatodea קטגוריה:מקלונאים Phasor פאזור Phataginus פנגולין עצים Pheasant-tailed jacana יקאנה אסיאתית Pheidippides פידיפידס Phelps פלפס Phenakistoscope פנקיסטיסקופ Phenakite פנאקיט Phencyclidine פנציקלידין Phenethylamine פנתילאמין Phenethylamines תבנית:פנתילאמינים Phenobarbital פנוברביטל Phenocryst פנוקריסט Phenol פנול Phenology פנולוגיה Phenolphthalein פנולפתלאין Phenols פנולים Phenols קטגוריה:פנולים Phenomenology פנומנולוגיה Phenomenon פנומן Phenomenon תופעה Phenotype גן Phenotypic plasticity גמישות פנוטיפית Phenyl group פניל Phenylalanine פנילאלנין Phenylephrine פנילאפרין Phenylketonuria פנילקטונוריה Phenyltriazine פנילטריאזין Phenytoin פניטואין Pheochromocytoma פאוכרומוציטומה Pherecydes of Syros פרקידס Pheromone פרומון Phi פי Phi Phi Islands קו פי פי Phi phenomenon תופעת פי Phidias פידיאס Phil Anselmo פיליפ אנסלמו Phil Babb פיל באב Phil Collins פיל קולינס Phil Davis פיל דייוויס Phil Fish פיל פיש Phil Harris פיל האריס Phil Hartman פיל הארטמן Phil Hellmuth פיל הלמות Phil Ivey פיל אייבי Phil Jackson פיל ג'קסון Phil Jagielka פיל ג'אגיילקה Phil Jones פיל ג'ונס Phil Kelso פיל קלסו Phil Keoghan פיל קאוגן Phil Lesh פיל לש Phil Neal פיל ניל Phil Neville פיל נוויל Phil Ochs פיל אוקס Phil Schiller פיל שילר Phil Spector פיל ספקטור Phil Taylor פיל טיילור Phil Zimmermann פיל צימרמן Phil of the Future תקועים בזמן Phil1988/Sandbox ג'ילט Philadelphi Route ציר פילדלפי Philadelphia פילדלפיה Philadelphia 76ers פילדלפיה 76' Philadelphia 76ers head coaches קטגוריה:מאמני פילדלפיה 76' Philadelphia 76ers players קטגוריה:כדורסלני פילדלפיה 76' Philadelphia City Hall בניין עיריית פילדלפיה Philadelphia Eagles פילדלפיה איגלס Philadelphia Experiment ניסוי פילדלפיה Philadelphia Flyers פילדלפיה פליירס Philadelphia International Airport נמל התעופה הבינלאומי פילדלפיה Philadelphia Museum of Art מוזיאון פילדלפיה לאמנות Philadelphia Museum of Art קטגוריה:מוזיאון פילדלפיה לאמנות Philadelphia Orchestra תזמורת פילדלפיה Philadelphia Phillies פילדלפיה פיליז Philadelphia Union פילדלפיה יוניון Philadelphia Union players קטגוריה:כדורגלני פילדלפיה יוניון Philadelphia Warriors players קטגוריה:כדורסלני פילדלפיה ווריורס Philadelphia chromosome כרומוזום פילדלפיה Philadelphia nativist riots המהומות הנייטיביסטיות בפילדלפיה Philae פילה Philae פיליי Philander Knox פילאנדר נוקס Philanthropinism פילנתרופיניזם Philanthropists קטגוריה:נדבנים Philanthropy נדבנות Philanthropy קטגוריה:נדבנות Philantomba צביון גמדי Philatelic exhibition תערוכת בולים Philatelic museums קטגוריה:מוזיאוני דואר ובולאות Philatelists קטגוריה:אספני בולים Philately פילטליה Philcha/Sandbox/MOO 2 - HZA Master of Orion II Philcha/Sandbox/MOO 2 - HZZ Master of Orion II Philco פילקו Philharmonia Orchestra תזמורת פילהרמוניה Philibert Tsiranana פיליבר ציראנאנה Philidor פילידור Philidor Defence הגנת פילידור Philidor position עמדת פילידור Philip פיליפ Philip Arditti פיליפ ארדיטי Philip Baker Hall פיליפ בייקר הול Philip Berg שרגא ברג Philip Broke פיליפ ברוק Philip Dick פיליפ דיק Philip Dimitrov פיליפ דימיטרוב Philip Epstein פיליפ אפשטיין Philip Gibbs פיליפ גיבס Philip Glass פיליפ גלאס Philip Glenister פיליפ גלניסטר Philip Gossett פיליפ גוסט Philip Habib פיליפ חביב Philip Hammond פיליפ המונד Philip Henry Gosse פיליפ הנרי גוס Philip Herschkowitz פיליפ הרשקוביץ Philip Hershkovitz פיליפ הרשקוביץ Philip I פיליפ הראשון Philip I of Castile מלך קסטיליה פליפה הראשון Philip I of France מלך צרפת פיליפ הראשון Philip II פיליפ השני Philip II of France מלך צרפת פיליפ השני Philip II of Macedon מלך מוקדון פיליפוס השני Philip II of Spain מלך ספרד פליפה השני Philip III פיליפ השלישי Philip III of France מלך צרפת פיליפ השלישי Philip III of Spain מלך ספרד פליפה השלישי Philip IV of France מלך צרפת פיליפ הרביעי Philip IV of Spain מלך ספרד פליפה הרביעי Philip Jackson פיליפ ג'קסון Philip James פיליפ ג'יימס Philip Jessup International Law Moot Court Competition התחרות הבינלאומית למשפט מבוים על שם פיליפ ג'סאפ Philip Johnson פיליפ ג'ונסון Philip José Farmer פיליפ חוזה פארמר Philip Khuri Hitti פיליפ חתי Philip Kotler פיליפ קוטלר Philip Larkin פיליפ לרקין Philip Marlowe פיליפ מרלו Philip Mattar פיליפ מאטר Philip Matyszak פיליפ מטישק Philip Melanchthon פיליפ מלנכתון Philip Norman פיליפ נורמן Philip Pickett פיליפ פיקט Philip Pullman פיליפ פולמן Philip Pullman תבנית:פיליפ פולמן Philip Rosenau פיליפ רוזנאו Philip Roth פיליפ רות Philip Selway פיל סלוואי Philip Selznick פיליפ סלזניק Philip Seymour Hoffman פיליפ סימור הופמן Philip V פיליפ החמישי Philip V of France מלך צרפת פיליפ החמישי Philip V of Macedon מלך מוקדון פיליפוס החמישי Philip V of Spain מלך ספרד פליפה החמישי Philip VI of France מלך צרפת פיליפ השישי Philip Wicksteed פיליפ ויקסטיד Philip Wollen פיליפ וולן Philip Zimbardo פיליפ זימברדו Philip of Novara פיליפ דה נובר Philip of Swabia מלך גרמניה פיליפ משוואביה Philip the Apostle פיליפוס הקדוש Philip the Arab פיליפוס הערבי Philip the Bold דוכס בורגונדיה פיליפ השני Philip the Fair פיליפ היפה Philip the Good דוכס בורגונדיה פיליפ השלישי Philip the Tetrarch פיליפוס Philipp Bouhler פיליפ בוהלר Philipp Degen פיליפ דגן Philipp Frank פיליפ פרנק Philipp Hosiner פיליפ הוזינר Philipp Kirkorov פיליפ קירקורוב Philipp Kleffel פיליפ קלפל Philipp Kohlschreiber פיליפ קולשרייבר Philipp Lahm פיליפ לאם Philipp Lenard פיליפ לנארד Philipp Meitner פיליפ מייטנר Philipp Scheidemann פיליפ שיידמן Philipp Stamma פיליפ סטמה Philipp von Boeselager פיליפ פון בסלאגר Philipp von Ferrary פיליפ פון פרארי Philippa de Mohun פיליפה דה מוהון Philippa of Hainault פיליפה מאינו Philippe Ariès פיליפ אריאס Philippe Auguin פיליפ אוגן Philippe Chevrier פיליפ שברייה Philippe Claudel פיליפ קלודל Philippe Coutinho פיליפה קוטיניו Philippe Entremont פיליפ אנטרמון Philippe Gaucher פיליפ גושה Philippe Gaulier פיליפ גולייה Philippe Gilbert פיליפ ז'ילבר Philippe Herreweghe פיליפ הרווחה Philippe Karsenty פיליפ קרסנטי Philippe Leclerc de Hauteclocque פיליפ לקלרק Philippe Mexès פיליפ מקסס Philippe Noiret פיליפ נוארה Philippe Petit פיליפ פטי Philippe Pinel פיליפ פינל Philippe Pétain אנרי פיליפ פטן Philippe Quinault פיליפ קינו Philippe Rochat פיליפ רושה Philippe Sarde פיליפ סארד Philippe Senderos פיליפ סנדרוס Philippe Starck פיליפ סטארק Philippe Verdelot פיליפ ורדלו Philippe Villiers de L'Isle-Adam פיליפ וילייה דה ל'איל-אדם Philippe de Champaigne פיליפ דה שאמפן Philippe de Commines פיליפ דה קומין Philippe de Monte פיליפה דה מונטה Philippe de Rothschild פיליפ דה רוטשילד Philippe de Vitry פיליפ דה ויטרי Philippe of Belgium מלך הבלגים פיליפ Philippi פיליפי Philippi's law חוק פיליפי Philippikos Bardanes קיסר האימפריה הביזנטית פיליפיקוס ברדנסוס Philippine Airlines פיליפין איירליינס Philippine Sea ים הפיליפינים Philippine Sea Plate הלוח הפיליפיני Philippine crocodile תנין פיליפיני Philippine culture קטגוריה:הפיליפינים: תרבות Philippine de Rothschild פיליפין דה רוטשילד Philippine deer אייל פיליפיני Philippine eagle עיט פיליפיני Philippine flying lemur גלשן פיליפיני Philippine music קטגוריה:מוזיקה פיליפינית Philippine pangolin פנגולין פיליפיני Philippine tarsier קופיף פיליפיני Philippine warty pig חזיר יבלות פיליפיני Philippines הפיליפינים Philippines קטגוריה:הפיליפינים Philippines Campaign המערכה בפיליפינים Philippines at the Olympics הפיליפינים במשחקים האולימפיים Philippines at the Paralympics הפיליפינים במשחקים הפאראלימפיים Philippines in World War II קטגוריה:הפיליפינים במלחמת העולם השנייה Philippines men's national basketball team נבחרת הפיליפינים בכדורסל Philippines national football team נבחרת הפיליפינים בכדורגל Philippines templates קטגוריה:תבניות ניווט - הפיליפינים Philippines–Qatar relations יחסי הפיליפינים-קטר Philippine–American War מלחמת ארצות הברית-הפיליפינים Philips פיליפס Philips Pavilion ביתן פיליפס Philips Records פיליפס רקורדס Philips Stadion אצטדיון פיליפס Philistine Bichrome ware קרמיקה פלשתית Philistine cities קטגוריה:ערי פלשתים Philistines פלשתים Philistines קטגוריה:פלשתים Philistus פיליסטוס Phill Lewis פיל לואיס Phillip Bush פיליפ בוש Phillip Cocu פיליפ קוקו Phillip Frost פיליפ פרוסט Phillips Idowu פיליפס אידווו Phillips curve עקומת פיליפס Phillis Wheatley פיליס ויטלי Philly Joe Jones פילי ג'ו ג'ונס Philo פילון Philo פילון האלכסנדרוני Philo of Larissa פילון מלאריסה Philo-Semitism פילושמיות Philoctetes פילוקטטס Philodemus פילודמוס Philodendron פילודנדרון Philodendron bipinnatifidum פילודנדרון דו-נוצתי Philodendron crassinervium Philodendron crassinervium Philodendron gigas Philodendron gigas Philodendron melanochrysum פילודנדרון שחרחר Philodendron xanadu פילודנדרון קסנדו Philogelos פילוגלוס Philolaus פילולאוס Philologists קטגוריה:פילולוגים Philology פילולוגיה Philomena פילומנה Philopoemen פילופוימן Philosopher פילוסוף Philosopher king מלך-פילוסוף Philosopher of science פילוסוף של המדע Philosopher's Walk דרך הפילוסוף Philosopher's stone אבן החכמים Philosophers קטגוריה:פילוסופים Philosophers by field קטגוריה:פילוסופים לפי תחום Philosophers by nationality קטגוריה:פילוסופים לפי מדינה Philosophers by period קטגוריה:פילוסופים לפי תקופה Philosophers of Judaism קטגוריה:פילוסופים של היהדות Philosophers of language קטגוריה:פילוסופים של הלשון Philosophers of mathematics קטגוריה:פילוסופים של המתמטיקה Philosophers of religion קטגוריה:פילוסופים של הדת Philosophers of science קטגוריה:פילוסופים של המדע Philosophers who committed suicide קטגוריה:מתאבדים: פילוסופים Philosophers' ships אוניית הפילוסופים Philosophic burden of proof נטל ההוכחה Philosophical Investigations חקירות פילוסופיות Philosophical counseling ייעוץ פילוסופי Philosophical literature קטגוריה:חיבורים פילוסופיים Philosophical movement אסכולות בפילוסופיה Philosophical schools and traditions קטגוריה:זרמים בפילוסופיה Philosophical terminology קטגוריה:מונחים בפילוסופיה Philosophiæ Naturalis Principia Mathematica עקרונות מתמטיים של פילוסופיית הטבע Philosophus/sandbox ויקיפדיה:בובת קש Philosophy ספר:פילוסופיה Philosophy פורטל:פילוסופיה Philosophy פילוסופיה Philosophy קטגוריה:פילוסופיה Philosophy and economics פילוסופיה של הכלכלה Philosophy and thinking templates קטגוריה:תבניות ניווט - פילוסופיה Philosophy books by writer קטגוריה:חיבורים פילוסופיים לפי מחבר Philosophy for Children פילוסופיה לילדים Philosophy in the Tragic Age of the Greeks פילוסופיה בעידן הטראגי של היוונים Philosophy of education פילוסופיה של החינוך Philosophy of history פילוסופיה של ההיסטוריה Philosophy of language פילוסופיה של הלשון Philosophy of language קטגוריה:פילוסופיה של הלשון Philosophy of law פילוסופיה של המשפט Philosophy of law קטגוריה:פילוסופיה של המשפט Philosophy of mathematics פילוסופיה של המתמטיקה Philosophy of mathematics קטגוריה:פילוסופיה של המתמטיקה Philosophy of mind פילוסופיה של הנפש Philosophy of mind קטגוריה:פילוסופיה של הנפש Philosophy of physics פילוסופיה של הפיזיקה Philosophy of psychology פילוסופיה של הפסיכולוגיה Philosophy of religion פילוסופיה של הדת Philosophy of religion קטגוריה:פילוסופיה של הדת Philosophy of science פילוסופיה של המדע Philosophy of science קטגוריה:פילוסופיה של המדע Philosophy stubs קטגוריה:קצרמר פילוסופיה Philosophy topics תבנית:פילוסופיה Philosophy user templates קטגוריה:ויקיפדיה - משתמש - פילוסופיה Philotas פילוטאס Philoumenos פילומנוס Phimosis פימוזיס Phineas Gage פיניאס גייג' Phineas Priesthood כהני פינחס Phineas and Ferb פיניאס ופרב Phineas and Ferb תבנית:פיניאס ופרב Phineas and Ferb the Movie: Across the 2nd Dimension פיניאס ופרב#פיניאס ופרב - הסרט - המסע אל היקום המקביל Phinehas פינחס Phinehas ben Jair רבי פינחס בן יאיר Phiomorpha פיומורפיים Phish פיש Phishing דיוג Phlebitis פלביטיס Phlebotomus בקה Phlegm ליחה Phlegraean Fields קמפי פלגריי Phleum איטן Phleum alpinum איטן האלפים Phloem שיפה Phlogiston theory פלוגיסטון Phlogopite פלוגופיט Phlomis שלהבית Phlox פלוקס Phnom Penh פנום פן Phnom Penh Punks משתמש:Phnom Penh Punks Pho-logic/sandbox פיסול Phobia פוביה Phobia-Breaking Benjamin album.jpg תמונה:Phobiaart.jpg Phobias קטגוריה:פוביות Phobos פובוס Phobos קטגוריה:פובוס Phobos monolith מונולית פובוס Phoca פוקה Phocas קיסר האימפריה הביזאנטית פוקאס Phocidae nav תבנית:כלבי ים Phocis פוקיס Phocoena פוקנה Phoebe פויבה Phoebe Cates פיבי קייטס Phoebe Nicholls פיבי ניקולס Phoebe Tonkin פיבי טונקין Phoebe in Wonderland פיבי בארץ הפלאות Phoebetria אלבטרוס עשון Phoenicia פיניקים Phoenician alphabet אלפבית פיניקי Phoenician characters in Greek mythology קטגוריה:פיניקים במיתולוגיה היוונית Phoenician cities קטגוריה:פיניקים: מושבות Phoenician inscriptions קטגוריה:כתובות בפיניקית Phoenician kings קטגוריה:מלכים פיניקים Phoenician language פיניקית Phoenician people קטגוריה:פיניקים Phoenicolacerta laevis לטאה זריזה Phoenicopteriformes קטגוריה:פלמינגואים Phoenix עוף החול Phoenix פיניקס Phoenix פניקס Phoenix פניקס יווני Phoenix Force כוח הפניקס Phoenix Islands איי פניקס Phoenix Islands קטגוריה:איי פניקס Phoenix Islands Winslow Reef שונית וינסלו Phoenix Lights אורות פיניקס Phoenix Mercury פיניקס מרקורי Phoenix Park פיניקס פארק Phoenix Program מבצע פניקס Phoenix Suns פיניקס סאנס Phoenix Suns head coaches קטגוריה:מאמני פיניקס סאנס Phoenix Suns players קטגוריה:כדורסלני פיניקס סאנס Phog Allen פוג אלן Pholcidae קטגוריה:רועדיים Pholcidae רועדיים Pholidota תבנית:פנגולינאים Phonation קוליות העיצורים Phone הגה Phone Booth תא טלפון Phone sex שיחה ארוטית Phoneme פונמה Phonemes of Judeo-Spanish פונמות בלאדינו Phonetic algorithm אלגוריתם פונטי Phonetic alphabet אלפבית פונטי Phonetic alphabets קטגוריה:אלפביתים פונטיים Phonetics פונטיקה Phonetics קטגוריה:פונטיקה Phoney War המלחמה המדומה Phong Nha-Kẻ Bàng National Park הפארק הלאומי פהונג נהא-קה באנג Phono-semantic matching גלעד צוקרמן#"תשמו"ץ" Phonograph פונוגרף Phonological awareness מודעות פונולוגית Phonology פונולוגיה Phonology קטגוריה:פונולוגיה Phonon פונון Phonotactics פונוטקטיקה Phoolan Devi פולאן דווי Phorcys פורקיס Phormio פורמיון Phorusrhacidae פורוסרקוסיים Phosgene פוסגן Phosphatase פוספטאז Phosphate זרחה Phosphate-buffered saline PBS Phosphine פוספין Phosphodiester bond קשר פוספודיאסטרי Phosphodiesterase פוספודיאסטראז Phosphoglucomutase פוספוגלוקומוטאז Phosphoinositide phospholipase C פוספוליפאז C Phospholipase C פוספוליפאז C Phospholipid פוספוליפיד Phospholipids קטגוריה:פוספוליפידים Phosphoric acid חומצה זרחתית Phosphorus זרחן Phosphorylation זירחון Photino פוטינו Photios I of Constantinople פוטיוס Photo 51 תצלום 51 Photo collections קטגוריה:מאגרי תמונות Photo identification תמונת פספורט Photo manipulation עיבוד תמונה מגמתי Photo sharing שיתוף תמונות Photobombing פוטובומב Photobucket פוטו באקט Photochemistry פוטוכימיה Photochrom פוטוכרום Photochromism פוטוכרומיזם Photocopier מכונת צילום Photodiode פוטודיודה Photodissociation פוטוליזה Photoelasticity פוטואלסטיות Photoelectric effect האפקט הפוטואלקטרי Photoevaporation נידוף באור Photogenic פוטוגניות Photogram פוטוגרמה Photogrammetry פוטוגרמטריה Photograph album אלבום תמונות Photographer צלם Photographers קטגוריה:צלמים Photographers by nationality קטגוריה:צלמים לפי מוצא Photographers by subject קטגוריה:צלמים לפי סוגה Photographic collections and books קטגוריה:ספרי צילום Photographic film סרט צילום Photographic mosaic פסיפס תמונות Photographic techniques קטגוריה:טכניקות צילום Photographs קטגוריה:תצלומים Photographs of the United States קטגוריה:תצלומים בארצות הברית Photography פורטל:צילום Photography צילום Photography קטגוריה:צילום Photography awards קטגוריה:פרסי צילום Photography by genre קטגוריה:סוגות בצילום Photography companies קטגוריה:חברות צילום Photography critics קטגוריה:תאורטיקנים של צילום Photography equipment קטגוריה:ציוד צילום Photography in the United States קטגוריה:צילום בארצות הברית Photography museums and galleries קטגוריה:מוזיאונים לצילום Photoionization detector PID Photojournalism צילום עיתונות Photojournalism קטגוריה:צילום עיתונות Photojournalists קטגוריה:צלמי עיתונות Photokeratitis פוטוקרטיטיס Photokina פוטוקינה Photolithography פוטוליתוגרפיה Photometria פוטומטריה Photometry פוטומטריה Photomontage פוטומונטז' Photomultiplier מכפילור Photon פוטון Photonic crystal גביש פוטוני Photonics פוטוניקה Photonics קטגוריה:פוטוניקה Photonics תבנית:פוטוניקה Photoperiodism פוטופריודיזם Photophobia פוטופוביה Photophone פוטופון Photopic vision העקומה הפוטופית Photoreceptor cell תא קולט אור Photoreceptor protein חלבון קולט אור Photorefractive keratectomy LASEK Photoresistor פוטורזיסטור Photosensitive epilepsy אפילפסיה פוטוסנסיטיבית Photosphere פוטוספירה Photosynthesis פוטוסינתזה PhpBB PhpBB Phra Nakhon Si Ayutthaya איוטהאיה Phraates II פראטס השני Phraates III פראטס השלישי Phrase צירוף Phrases קטגוריה:ביטויים Phreaking פריקינג Phreatic eruption התפרצות געשית#התפרצות פריאטית Phreatomagmatic eruption התפרצות געשית#התפרצות פריאטית Phrenology פרנולוגיה Phronesis פרונסיס Phrontis פרונטיס Phrygia פריגיה Phrygian פריגי Phrygian cap מצנפת פריגית Phrygian dominant scale סולם פריגיש Phrygian language פריגית Phryne פרינה Phrynobatrachus פרינוברצ'יים Phrynosomatidae לטאות מקרינות Phrynosomatids קטגוריה:לטאות מקרינות Phthalic acid חומצה פתלית Phugoid פוגואידה Phuket City פוקט Phuket International Airport נמל התעופה הבינלאומי של פוקט Phuket Province פוקט Phut פוט Phycology פיקולוגיה Phyla-Vell מרטיר Phyllida Law פילידה לאו Phyllis Logan פיליס לוגן Phyllodactylidae פילודקטיליים Phyllomedusinae פילומדוסיים Phyllosilicates קטגוריה:פילוסיליקטים Phyllostomidae קטגוריה:זיזפיים Phylogenetic tree עץ פילוגנטי Phylogenetics פילוגנטיקה Phylogenetics קטגוריה:פילוגנטיקה Phylum מערכה Physalis peruviana שלפח Physautotype פיזוטוטיפ Physchim62 משתמש:Physchim62 Physchim62/Interwiki משתמש:Physchim62 Physeteroidea דמויי ראשתן Physical Graffiti Physical Graffiti Physical Review Physical Review Physical chemistry כימיה פיזיקלית Physical chemistry קטגוריה:כימיה פיזיקלית Physical chemists קטגוריה:כימאים פיזיקליים Physical coefficient מקדם Physical constant קבוע פיזיקלי Physical constants קטגוריה:קבועים פיזיקליים Physical dependence תלות גופנית Physical education חינוך גופני Physical examination בדיקה גופנית Physical exercise פעילות גופנית Physical exercise קטגוריה:כושר גופני Physical fitness כושר גופני Physical geography גאוגרפיה פיזית Physical geography topics תבנית:גאוגרפיה פיזית Physical law חוק טבע Physical layer השכבה הפיזית של מודל ה-OSI Physical oceanography אוקיינוגרפיה פיזיקלית Physical optics קטגוריה:אופטיקה פיזיקלית Physical paradoxes קטגוריה:פרדוקסים פיזיקליים Physical quantities קטגוריה:גדלים פיזיקליים Physical quantity גודל פיזיקלי Physical sciences קטגוריה:תחומים בפיזיקה Physical strength כוח גופני Physical system מערכת פיזיקלית Physical therapy פיזיותרפיה Physical therapy קטגוריה:פיזיותרפיה Physicalism פיזיקליזם Physician רופא Physicians קטגוריה:רופאים Physicians by nationality קטגוריה:רופאים לפי מוצא Physicians for Human Rights–Israel רופאים לזכויות אדם Physicist פיזיקאי Physicists קטגוריה:פיזיקאים Physicists from Georgia קטגוריה:פיזיקאים גאורגים Physics ספר:פיזיקה Physics פורטל:פיזיקה Physics פיזיקה Physics קטגוריה:פיזיקה Physics awards קטגוריה:פרסים לפיזיקה Physics books קטגוריה:ספרי פיזיקה Physics experiments קטגוריה:פיזיקה: ניסויים Physics infobox templates קטגוריה:תבניות פרמטריות - פיזיקה Physics institutes קטגוריה:מכוני מחקר פיזיקלי Physics journals קטגוריה:כתבי עת לפיזיקה Physics laboratories קטגוריה:פיזיקה: מתקני ניסוי ותצפית Physics of the Future הפיזיקה של העתיד Physics of the Impossible הפיזיקה של הבלתי אפשרי Physics stubs קטגוריה:קצרמר פיזיקה Physics templates קטגוריה:תבניות ניווט - פיזיקה Physics theorems קטגוריה:משפטים פיזיקליים Physignathus דרקון מים Physiocracy האסכולה הפיזיוקרטית Physiocrats קטגוריה:האסכולה הפיזיוקרטית Physiognomy פיזיונומיה Physiologists קטגוריה:פיזיולוגים Physiology פיזיולוגיה Physiology קטגוריה:פיזיולוגיה Physostigmine פיזוסטיגמין Phytoalexin פיטו אלקסין Phytochorion ממלכת צמחייה Phytochrome פיטוכרום Phytogeography פיטוגאוגרפיה Phytogeography קטגוריה:פיטוגאוגרפיה Phytol פיטול Phytolith פיטוליתים Phytophthora infestans כימשון תפוחי האדמה Phytoplankton פיטופלנקטון Phytoseiidae קטגוריה:אקריות Phytosociology פיטוסוציולוגיה Phèdre פדרה Pi פאי Pi קטגוריה:פאי Pi Day יום פאי Pi bond קשר פאי Pi-hahiroth פי החירות PiFanatic/biochemistry ביוכימיה Pi^(e*i)=-1 יש שפע מקום בתחתית Pia פיה Pia Mia פיה מיה Pia Sundhage פיה סונדהאגה Piacenza פיאצ'נצה Piacenza Calcio 1919 players קטגוריה:כדורגלני פיאצ'נצה Piaget SA Piaget SA Piaget's theory of cognitive development תאוריית ההתפתחות הקוגניטיבית של פיאז'ה Piaggio פיאג'ו Pianist פסנתרן Pianists קטגוריה:פסנתרנים Pianists from Georgia קטגוריה:פסנתרנים גאורגים Piano פסנתר Piano קטגוריה:פסנתר Piano Concerto No. 1 קונצ'רטו לפסנתר מס' 1 של ברהמס Piano Concerto No. 1 קונצ'רטו לפסנתר מס' 1 של צ'ייקובסקי Piano Concerto No. 2 קונצ'רטו לפסנתר מס' 2 Piano Concerto No. 2 קונצ'רטו לפסנתר מס' 2 של צ'ייקובסקי Piano Concerto No. 2 קונצ'רטו לפסנתר מס' 2 של שופן Piano Concerto No. 3 קונצ'רטו לפסנתר מס' 3 Piano Concerto No. 5 קונצ'רטו מס' 5 Piano Quintet חמישייה לפסנתר Piano Quintet חמישיית הפסנתר של שומאן Piano Quintet No. 2 חמישיית הפסנתר השנייה של דבוז'אק Piano Sonata No. 1 סונאטה לפסנתר מס' 1 של מוצרט Piano Sonata No. 11 סונאטה לפסנתר מס' 11 של מוצרט Piano Sonata No. 14 סונאטה לפסנתר מס' 14 של בטהובן Piano Sonata No. 16 סונאטה לפסנתר מס' 16 של מוצרט Piano Sonata No. 21 סונאטה מס' 21 Piano Sonata No. 23 סונאטה מס' 23 Piano Sonata No. 29 סונאטה מס' 29 Piano Sonata No. 5 סונאטה מס' 5 של בטהובן Piano Sonata No. 6 סונאטה לפסנתר מס' 6 של מוצרט Piano Sonata No. 8 סונאטה לפסנתר מס' 8 של מוצרט Piano Sonata No. 8 סונאטה מס' 8 Piano Tiles Piano Tiles Piano Trio שלישיית פסנתר Piano Trio No. 2 שלישייה לפסנתר מספר 2 Piano Trio No. 2 שלישייה מספר 2 לפסנתר Piano acoustics האקוסטיקה של הפסנתר Piano nobile פיאנו נובילה Piano pedals דוושת פסנתר Piano rock רוק פסנתר Piarists פיאריסטים Piaseczno פיאסצ'נו Piaski פיאסקי Piast dynasty שושלת פיאסט Piatra Neamț פיאטרה ניאמץ Piauí פיאאוי Piauí קטגוריה:פיאאוי Piazza Barberini פיאצה ברבריני Piazza Fontana: The Italian Conspiracy פיאצה פונטנה: הקשר האיטלקי Piazza Maggiore פיאצה מג'ורה Piazza Navona פיאצה נאבונה Piazza San Marco כיכר סן מרקו Piazza Venezia כיכר ונציה Piazza dei Miracoli פיאצה דיי מיראקולי Piazza del Campo פיאצה דל קמפו Piazza del Popolo פיאצה דל פופולו Piazza della Signoria כיכר הסיניוריה Piazzale Michelangelo פיאצלה מיכלאנג'לו Piazzale Roma פיאצלה רומא Piazzas in Florence קטגוריה:פירנצה: כיכרות Piazzas in Italy קטגוריה:איטליה: כיכרות Piazzas in Rome קטגוריה:רומא: כיכרות Pibroch פיברוך Picander כריסטיאן פרידריך הנריצי Picard פיקארד Picard language פיקארד Picard theorem משפטי פיקארד Picardy פיקרדי Picardy קטגוריה:פיקרדיה Picard–Lindelöf theorem משפט הקיום והיחידות Picard–Vessiot theory הרחבת פיקאר-וזו Picaresque novel רומן פיקרסקי Picasa Picasa Picasso Museum מוזיאון פיקאסו Picasso museums מוזיאון פיקאסו Picasso's Blue Period התקופה הכחולה של פיקאסו Picasso's Rose Period התקופה הוורודה של פיקאסו Picathartes פיקטרטיים Picathartes קטגוריה:פיקטרטיים Piccadilly פיקדילי Piccadilly Circus כיכר פיקדילי Piccadilly Circus tube station תחנת הרכבת התחתית פיקדילי סירקוס Piccadilly Sirkus משתמש:Piccadilly Circus Piccadilly line קו פיקדילי Piccalilli פיקלילי Piccolino no Bōken פינוקיו Piccolo Teatro תיאטרון פיקולו Piccolo oboe אבוב פיקולו Picea abies אשוחית נורווגית Picea engelmannii אשוחית אנגלמן Pichi ארמדיל ארגנטינאי Pichilemu פיצ'ילמו Pichkhadze פיצ'חדזה Picidae קטגוריה:נקריים Piciformes נקראים Piciformes קטגוריה:נקראים Pick פיק Pick Szeged פיק סגד Pick Withers פיק ויתרס Pick a Card עפולה אקספרס Pick's theorem משפט פיק Pick-up line משפט התחלה Pickaxe מכוש Pickelhaube פיקלהאובה Pickled cucumber מלפפון חמוץ Pickled egg ביצה כבושה Pickled herring דג מלוח Pickled onion בצל כבוש Pickles קטגוריה:חמוצים Pickling כבישה Pickpocketing כייסות Pickup פיק אפ Pickup truck טנדר Picnic פיקניק Pico פיקו Pico Island פיקו Pico Truncado פיקו טרונקדו Pico do Fogo פיקו דו פוגו Picocoraciae דמויי כחלאים Pictionary תן קו Pictish Chronicle דברי ימי הפיקטים Pictish monarchs קטגוריה:מלכי הפיקטים Pictogram פיקטוגרף Pictones פיקטונים Pictor כן ציור Pictor קטגוריה:קבוצת הכוכבים כן ציור Pictorialism פיקטוריאליזם Picts פיקטים Picts קטגוריה:פיקטים Picture תמונה Picture Post Picture Post Picture This דמיין את זה Picture maze מבוך תמונה Picture tutorial עזרה:עיצוב תמונות Pictured Within Pictured Within Picturehouse פיקצ'רהאוס Pictures at an Exhibition Pictures at an Exhibition Pictures at an Exhibition תמונות בתערוכה Pictures of Home Pictures of Home Pidgin Pidgin Pidgin פידג'ין Pidgins and creoles קטגוריה:שפות קריאוליות ופידג'ין Pidhaitsi פודהייצה Pidkamin פידקאמין Pidvolochysk פידבולוצ'יסק Pidyon Shvuyim פדיון שבויים Pidyon haben פדיון הבן Pie פאי Pie chart דיאגרמת עוגה Pie chart תבנית:דיאגרמת עוגה PieRRoMaN משתמש:PieRRoMaN Piece of Me Piece of Me Piece of Mind Piece Of Mind Pieces of a Dream Pieces of a Dream Piecewise linear function פונקציה לינארית למקוטעין Pied Piper החלילן Pied Piper of Hamelin החלילן מהמלין Pied avocet סייפן עקוד Pied bush chat דוחל שחור Pied crow עורב צבוע Pied kingfisher פרפור עקוד Pied tamarin טמרין דוגוני Pied-Noir פייה-נואר Pied-billed grebe טבלן עקוד-מקור Piedmont פיימונטה Piedmont קטגוריה:פיימונטה Piedmont Arona ארונה Piedmontese language פיימונטית Pieds-Noirs קטגוריה:צרפתים ילידי אלג'יריה Pieing הטחת עוגה Pienza פיינצה Pier מזח Pier Luigi Bersani פייר לואיג'י ברסאני Pier Paolo Pasolini פייר פאולו פאזוליני Pierce פירס Pierce Brosnan פירס ברוסנן Piercing the corporate veil הרמת מסך Pieria Dion דיון Pieridae קטגוריה:לבניניים Pieris brassicae לבנין הכרוב Pierluigi Collina פיירלואיג'י קולינה Piero Cappuccilli פיירו קפוצ'ילי Piero Strozzi פיירו סטרוצי Piero della Francesca פיירו דלה פרנצ'סקה Pierre פייר Pierre Alphonse Laurent פייר אלפונס לורן Pierre Amine Gemayel פייר אמין ג'ומאייל Pierre Assouline פייר אסולין Pierre Attaingnant פייר אטניין Pierre Bayle פייר בל Pierre Beaumarchais פייר בומרשה Pierre Belon פייר בלון Pierre Bengtsson פייר בנגטסון Pierre Bonnard פייר בונאר Pierre Bouguer פייר בוגה Pierre Boulez פייר בולז Pierre Boulle פייר בול Pierre Bourdieu פייר בורדייה Pierre Bouvier פייר בובייה Pierre Cardin פייר קרדן Pierre Chaillet פייר שאייה Pierre Charles פייר צ'ארלס Pierre Charles Fournier de Saint-Amant פייר סט. אמאנד Pierre Charles L'Enfant פייר שארל ל'אנפן Pierre Choderlos de Laclos פייר שודרלו דה לאקלו Pierre Clostermann פייר קלוסטרמן Pierre Corneille פייר קורניי Pierre Curie פייר קירי Pierre Dac פייר דאק Pierre Daniel Huet פייר דניאל אואה Pierre Deladonchamps פייר דלאדונשאן Pierre Delanoë פייר דלנואה Pierre Dervaux פייר דרוו Pierre Duhem פייר דוהם Pierre Edmond Boissier פייר אדמון בואסייה Pierre Fournier פייר פורנייה Pierre Gagnaire פייר גנייר Pierre Gaspard Chaumette פייר גספאר שומט Pierre Gassendi פייר גיסנדי Pierre Gemayel פייר ג'ומאייל Pierre Hadot פייר אדו Pierre Henry פייר אנרי Pierre Hermé פייר הרמה Pierre Højbjerg פייר הויביירג Pierre Jacotin פייר ז'אקוטן Pierre Janet פייר ז'נה Pierre Janssen פייר ז'נסן Pierre Koffmann פייר קופמן Pierre Laval פייר לאוואל Pierre Le Moyne d'Iberville פייר לה מואן ד'איברוויל Pierre Littbarski פייר ליטבארסקי Pierre Mendès France פייר מנדס פראנס Pierre Mignard פייר מיניאר Pierre Monteux פייר מונטה Pierre Nora פייר נורה Pierre Puvis de Chavannes פייר פובי דה שאבאן Pierre Rehov פייר רחוב Pierre Ruffey פייר ריפי Pierre Schaeffer פייר שפר Pierre Teilhard de Chardin פייר טיילר דה שרדן Pierre Troisgros טרואגרו Pierre Trudeau פייר אליוט טרודו Pierre Woodman פייר וודמן Pierre Wynants פייר וינאנט Pierre and Marie Curie University אוניברסיטת פריז VI: פייר ומארי קירי Pierre de Castelnau פטרוס מקאסטלנו Pierre de Coubertin פייר דה קוברטן Pierre de Coubertin medal מדליית פייר דה קוברטן Pierre de Fermat פייר דה פרמה Pierre de Marivaux פייר דה מאריבו Pierre de Montreuil פייר דה מונטריי Pierre de Ronsard פייר דה רונסאר Pierre de la Rue פייר דה לה רו Pierre et Gilles פייר וז'יל Pierre van Hooijdonk פייר ואן הוידונק Pierre van Paassen פייר ון פאסן Pierre van den Berghe פייר ואן דר ברגה Pierre-Auguste Renoir פייר-אוגוסט רנואר Pierre-Auguste Renoir קטגוריה:פייר אוגוסט רנואר Pierre-Charles Villeneuve פייר וילנב Pierre-Emerick Aubameyang פייר-אמריק אובאמיינג Pierre-Gabriel Buffardin פייר-גבריאל בופרדן Pierre-Henri de Valenciennes פייר-אנרי דה ואלנסיין Pierre-Joseph Proudhon פייר-ז'וזף פרודון Pierre-Jules Hetzel פייר-ז'ול הצל Pierre-Marie Gerlier פייר-מארי ז'רלייה Pierre-Marie Théas פייר-מארי תאה Pierre-Simon Laplace פייר סימון לפלס Pierre-sur-Haute military radio station פייר-סור-הוט Pierre-Étienne Flandin פייר אטיין פלנדן Pierrot סטודיו פיירו Pierrot פיירו Pierrot le Fou פיירו המשוגע Pies קטגוריה:פאי Piet Hein פייט היין Piet Keizer פיט קייזר Piet Mondrian פיט מונדריאן Piet Retief פיט רטיף Pieter Bruegel פיטר ברויגל Pieter Bruegel the Elder פיטר ברויגל האב Pieter Brueghel the Younger פיטר ברויגל הבן Pieter Wispelwey פיטר ויספלווי Pieter Zeeman פיטר זימן Pieter van den Hoogenband פיטר ואן דן הוחנבאנד Pietism פייטיזם Pietopper תבנית:User en-5 Pietro Anastasi פייטרו אנסטסי Pietro Badoglio פייטרו באדוליו Pietro Barbolano פייטרו בארבולאנו Pietro Canonica פייטרו קנוניקה Pietro Cavallini פייטרו קווליני Pietro Domenico Paradisi פייטרו דומניקו פאראדיזי Pietro Filippo Scarlatti פייטרו פיליפו סקרלטי Pietro Forquet פייטרו פורקה Pietro Francavilla פייטרו פרנקווילה Pietro Gazzera פייטרו גאזרה Pietro Gradenigo פייטרו גראדניגו Pietro I Candiano פייטרו קאנדיאנו הראשון Pietro I Orseolo פייטרו אורסאולו הראשון Pietro II Candiano פייטרו קאנדיאנו השני Pietro II Orseolo פייטרו אורסאולו השני Pietro III Candiano פייטרו קאנדיאנו השלישי Pietro IV Candiano פייטרו קאנדיאנו הרביעי Pietro Lando פייטרו לאנדו Pietro Locatelli פייטרו לוקטלי Pietro Mascagni פייטרו מסקאני Pietro Mennea פייטרו מניאה Pietro Metastasio פייטרו מטסטאזיו Pietro Mocenigo פייטרו מוצ'ניגו Pietro Ottoboni פייטרו אוטובוני Pietro Palazzini פייטרו פאלאציני Pietro Participazio פייטרו פרטיצ'יפאציו Pietro Perugino פייטרו פרוג'ינו Pietro Polani פייטרו פולאני Pietro Tradonico פייטרו טראדוניקו Pietro Tribuno פייטרו טריבונו Pietro Ziani פייטרו ציאני Pietro d'Abano פייטרו ד'אבנו Pietro da Cortona פייטרו דה קורטונה Pietrykaŭ פטריקוב Pietà פייטה Piezoelectricity פיאזואלקטריות Pig חזיר Pig Beach חוף החזירים Pig Heaven/Slaughter the Grey Pig Heaven Pig Latin Pig Latin Pig War מלחמת החזיר Pig-Pen פיג-פן Pig-footed bandicoot בנדיקוט רגלי-חזיר Pig-nosed turtle צב אף-חזיר Pigeon Key פיג'ן קי Pigeon Point Lighthouse מגדלור פיג'ן פוינט Pigeonhole principle עקרון שובך היונים Pigeonite פיג'וניט Piggies Piggies Piggy bank קופת חיסכון Piglet חזרזיר Piglet's Big Movie חזרזיר: הסרט Pigment פיגמנט Pigments קטגוריה:פיגמנטים Pigna פיניה Pigovian tax מס פיגוביאני Pigs קטגוריה:חזיריים Pigs in blankets משה בתיבה Piguaquan פיגואה ז'אנג Pihtla Parish פיטלה Pika פיקתיים Pikachu פיקאצ'ו Pike פייק Pike רומח Pikuach nefesh פיקוח נפש Pilaf פילאף Pilar Lorengar פילאר לורנגאר Pilar Rahola פילאר ראולה Pilaster פילסטר Pilates פילאטיס Pilatus פילאטוס Pilbara פילבארה Pilcomayo River פילקומיו Pilcrow פילקרו Pileated gibbon גיבון שחור כיפה Pileated parrot תוכי אדום-כתר Piled Higher and Deeper Piled Higher and Deeper Pilegesh פילגש#פילגשים ביהדות Pilgrimage עלייה לרגל Pilgrimage Church of Saint John of Nepomuk כנסיית יאן מנפומוק Pilgrimage sites קטגוריה:אתרי עלייה לרגל Pilgrimages קטגוריה:עלייה לרגל Pilica פיליצה Pilis Mountains הרי פיליש Pillai פילאי Pillar of Cloud עמוד הענן Pillar of Fire עמוד האש Pillar of the Boatmen עמוד יורדי הסירות Pillars of Hercules עמודי הרקולס Pillbox פילבוקס Pillow כרית Pillow fight קרב כריות Pills n Potions Pills N Potions Pilobolus פילובולוס Pilocarpine פילוקרפין Pilosa פילוסאים Pilosa תבנית:פילוסאים Pilot טייס Pilot פיילוט Pilot experiment פיילוט Pilot whale נתב Pilpul פלפול Piltdown Man איש פילטדאון Pilus פילי Pilviškiai פילווישוק Pilz פילץ Pilzno פילזנו Pim Fortuyn פים פורטאון Pim Verbeek פים ורביק Pim van Lommel פים ואן לומל Pim weight פים Pimlico פימליקו Pimlico tube station תחנת הרכבת התחתית פימליקו Pimp סרסור Pimp My Ride פימפ מיי רייד Pimpinella כמנון Pin סיכה Pin ריתוק Pin Art Pinscreen Pin Ups Pin Ups Pin-tailed sandgrouse קטה חדת זנב Pina פינה Pina Bausch פינה באוש Pinaceae אורניים Pinaceae קטגוריה:אורניים Pinales מחטיים Pinales קטגוריה:מחטיים Pinar del Río פינאר דל ריו Pinball פינבול Pinball Wizard Pinball Wizard Pincer movement תנועת מלקחיים Pinchas Ben-Porat פנחס בן פורת Pinchas Burstein מריאן Pinchas Cohen Gan פנחס כהן גן Pinchas David Horowitz פינחס דוד הורוביץ Pinchas Goldschmidt פנחס גולדשמידט Pinchas Goldstein פנחס גולדשטיין Pinchas Hacohen Peli פינחס פלאי Pinchas Horowitz פנחס הורוביץ Pinchas Kehati פינחס קהתי Pinchas Menachem Alter פינחס מנחם אלתר Pinchas Menachem Justman פנחס מנחם אלעזר יוסטמן Pinchas Polonsky פינחס פולונסקי Pinchas Rosen פנחס רוזן Pinchas Sadeh פנחס שדה Pinchas Sapir פנחס ספיר Pinchas Steinberg פנחס שטיינברג Pinchas Zukerman פנחס צוקרמן Pincus Green פנחס Pindar פינדארוס Pindus פינדוס Pine אורן Pine nut צנובר Pine processionary תהלוכן Pineal gland בלוטת האצטרובל Pineapple אננס Pineapple Express פיינאפל אקספרס Pineapplefish אננסון Pinechas פרשת פינחס Ping פינג Ping River פינג PingPong פינג פונג Pingu Is Sumerian/Sandbox מגנטרון Pinguicula חמאית Pingyao County פינגיאו Pinhas Golan פנחס גולן Pinhas Hirschprung פינחס הירשפרונג Pinhas Kopel פנחס קופל Pinhas Lavon פנחס לבון Pinhas Rubin פנחס רובין Pinhas Rutenberg פנחס רוטנברג Pinhas Scheinman פנחס שינמן Pinhas Tzabari פנחס צברי Pini Badash פיני בדש Pini Balili פיני בלילי Pini Gershon פיני גרשון Pini Shomer פיני שומר Pini Zahavi פיני זהבי Pininfarina פינינפארינה Pink ורוד Pink פינק Pink קטגוריה:אלבומי פינק Pink קטגוריה:שירי פינק Pink Anderson פינק אנדרסון Pink Elephants on Parade פילים ורודים במצעד Pink Flamingos פינק פלמינגוס Pink Floyd פינק פלויד Pink Floyd קטגוריה:פינק פלויד Pink Floyd תבנית:פינק פלויד Pink Floyd World Tour 1968 Pink Floyd World Tour 1968 Pink Floyd albums קטגוריה:אלבומי פינק פלויד Pink Floyd discography דיסקוגרפיה של פינק פלויד Pink Floyd songs קטגוריה:שירי פינק פלויד Pink Floyd – The Wall פינק פלויד - החומה Pink Floyd—The Wall פינק פלויד - החומה Pink Friday Pink Friday Pink Friday: Roman Reloaded Pink Friday: Roman Reloaded Pink Friday: Roman Reloaded – The Re-Up Pink Friday: Roman Reloaded – The Re-Up Pink Map המפה הוורודה Pink Moon Pink Moon Pink Panthers הפנתרים הוורודים Pink Squirrel סנאי ורוד Pink Triangle Park פארק המשולש הוורוד Pink discography דיסקוגרפיה של פינק Pink fairy armadillo ארמדיל החולד Pink money כסף ורוד Pink ribbon סרט מודעות ורוד Pink slime רפש ורוד Pink triangle משולש ורוד Pink-backed pelican שקנאי קטן Pink-collar worker צווארון ורוד Pink-eared duck ברווז ורוד-אוזן Pink-headed duck ברווז ורוד-ראש PinkFloyd-album-works-233.jpg קובץ:PinkFloyd-album-works.jpg Pinkas פנקס Pinkas haKehilot פנקס הקהילות Pinkberry פינקברי Pinker פינקר Pinkerton פינקרטון Pinktoe tarantula טרנטולה ורודת בהונות Pinkwashing פינקוושינג Pinky and the Brain פינקי והמוח Pinnacle פינקל Pinneberg פינברג Pinniped טורפים ימיים Pinnipeds קטגוריה:טורפים ימיים Pinocchio פינוקיו Pinocchio תבנית:פינוקיו Pinocchio-1940-poster.jpg קובץ:Pinocchio-1940-poster.jpg Pinocchio: The Series הרפתקאות פינוקיו Pinocytosis פינוציטוזה Pinophyta מחטניים Pinot noir פינו נואר Pinsk פינסק Pinsk קטגוריה:פינסק Pinsk Marshes ביצות פריפיאט Pinsk massacre הטבח בפינסק Pinsk-Karlin חסידות פינסק-קרלין Pinter פינטר Pinterest פינטרסט Pinto פינטו Pinto horse סוס פינטו Pinturicchio פינטוריקיו Pinus brutia אורן קפריסאי Pinus contorta אורן מפותל Pinus halepensis אורן ירושלים Pinus lambertiana אורן הסוכר Pinus ponderosa אורן הזפת Pinworm תולעת סיכה Pinyin פין-יין Pioelad משתמש:kingston Pion פאיון Pioneer פיוניר Pioneer 10 פיוניר 10 Pioneer 11 פיוניר 11 Pioneer Corporation פיוניר Pioneer Venus project פרויקט פיוניר-ונוס Pioneer anomaly האנומליה של פיוניר Pioneer movement פיונירים Pioneer plaque דיסקית פיוניר Pioneer program תוכנית פיוניר Pioneers by field קטגוריה:חלוצים לפי תחום Pioneers of photography קטגוריה:חלוצי הצילום Piotr Giza פיוטר גיזה Piotr Lisek פיוטר ליסק Piotr Nowak פיוטר נובאק Piotr Trochowski פיוטר טרוחובסקי Piotrkowski פיוטרקובסקי Piotrków Kujawski פיוטרקוב קויאבסקי Piotrków Trybunalski פיוטרקוב טריבונלסקי Piotrków Trybunalski Ghetto גטו פיוטרקוב טריבונלסקי Pipa Beach פראיה דה פיפה Pipe bomb מטען צינור Pipe flow זרימה בצנרת Pipe organ עוגב Pipe smoking מקטרת Pipeline צינור עיבוד נתונים Pipeline transport צינור נפט PipepBot משתמש:PipepBot Piper פייפר Piper J-3 Cub פייפר קאב Piper Laurie פייפר לורי Piper PA-18 Super Cub פייפר סופר-קאב Piper PA-32 פייפר צ'רוקי 6 Piper Perabo פייפר פראבו Piperaceae פלפליים Piperacillin פיפרצילין Piperacillin/tazobactam טזוצין Piperales פלפלאים Piperales קטגוריה:פלפלאים Pipes of Peace Pipes of Peace Pipette פיפטה Pipidae חסרי לשוניים Pipidae קטגוריה:חסרי לשוניים Piping צנרת Piping קטגוריה:צנרת Piping and instrumentation diagram תזרים צנרת ומכשור Pipoidea חסרי לשון Pippa Bacca פיפה באקה Pippa Haywood פיפה הייווד Pippi Longstocking בילבי Pippy פיפי Piqué פיקה Piracy קטגוריה:שוד ים Piracy שודדי ים Piracy in the Caribbean שודדי הים הקאריביים Piracy in the Strait of Malacca שוד ימי במצר מלאקה Piracy off the coast of Somalia שוד ימי לחופי סומליה Piraeus פיראוס Piraeus קטגוריה:פיראוס Piranha פיראניה Piranha 3D פיראנה 3D Pirate Parties International האינטרנציונל של מפלגות הפיראטים Pirate Party מפלגת הפיראטים Pirate Party Germany מפלגת הפיראטים של גרמניה Pirate Party of Israel הפיראטים Pirate Party of Sweden מפלגת הפיראטים של שוודיה Pirate films קטגוריה:סרטי פיראטים Pirate parties קטגוריה:מפלגות הפיראטים Pirate radio רדיו פיראטי Pirate ship ספינת פיראטים Pirate television טלוויזיה פיראטית Pirated movie release types סרט פיראטי Pirates קטגוריה:שודדי ים Pirates of the 20th Century פיראטים של המאה ה-20 Pirates of the Caribbean שודדי הקאריביים Pirates of the Caribbean תבנית:שודדי הקאריביים Pirates of the Caribbean: At World's End שודדי הקאריביים: סוף העולם Pirates of the Caribbean: At World's End שודדי הקאריביים: סוף העולם#פסקול Pirates of the Caribbean: Dead Man's Chest שודדי הקאריביים: תיבה של איש מת Pirates of the Caribbean: Dead Men Tell No Tales שודדי הקאריביים: המתים לא מדברים Pirates of the Caribbean: On Stranger Tides שודדי הקאריביים: זרמים זרים Pirates of the Caribbean: The Curse of the Black Pearl שודדי הקאריביים: קללת הפנינה השחורה PiratesDVDs.jpg קובץ:PiratesDVDs.jpg Pirathon פרעתון Pirc Defence פתיחת פירץ Pirelli פירלי Pirelli Calendar לוח השנה של פירלי Piri Reis map מפת פירי רייס Piriform Piriform Piriformis muscle השריר האגסי Pirin National Park הפארק הלאומי פירין Pirke De-Rabbi Eliezer פרקי דרבי אליעזר Pirkei Avot מסכת אבות Pirmasis~enwiki User:Pirmasis Pirmin Schwegler פירמין שווגלר Pirogue פירוג Pirot פירוט Piroxicam פירוקסיקאם Pirozhki פירוז'קי Pirri פירי Pisa פיזה Pisa קטגוריה:פיזה Pisano פיזאנו Pisauridae קטגוריה:ענבלניים Pisces דגים Pisces מזל דגים Piscis Austrinus דג דרומי Piscis Austrinus קטגוריה:קבוצת הכוכבים דג דרומי Piscivore אוכלי דגים Pisco פיסקו Pisgat Ze'ev פסגת זאב Pishchalauski Castle טירת פישצ'לאוסקי Pishon פישון Piskaryovskoye Memorial Cemetery בית הקברות פיסקריובסקויה לזכר הנופלים Pisonian conspiracy קשר פיסו Pispo/User:Pispo/XML XML Pispo/XML XML Pissaladière פיסלדייר Pistachio פיסטוק Pistacia אלה Pistacia atlantica אלה אטלנטית Pistacia lentiscus אלת המסטיק Pistacia palaestina אלה ארצישראלית Pistacia terebinthus אלת טרבינת Pistia פיסטיה Pisticci פיסטיצ'י Pistoia פיסטויה Pistoia Basket 2000 players קטגוריה:כדורסלני פיסטויה Pistol אקדח Pistols קטגוריה:אקדחים Piston בוכנה Piszczac פישצ'ץ Pit crater מכתש שקיעה Pit viper צפעוני גומה Pita פיתה Pitatus פיטאטוס Pitaya פיטאיה Pitbull פיטבול Pitcairn Islands פיטקרן Pitcairn Islands קטגוריה:פיטקרן Pitcairn Islands Adamstown אדמסטאון Pitch Black פיץ' בלאק Pitch Black poster.JPG תמונה:Pitch Black.jpg Pitch Lake אגם הזפת Pitch Perfect 2 פיץ' פרפקט 2 Pitch drop experiment ניסוי טיפת הזפת Pitchfork קילשון Pitchfork Media פיצ'פורק מדיה Pitchstone אבן זפת Pitești פיטשט Pithana פיתחנש Pitheciidae סאקיים Pithiviers internment camp מחנה המעבר פיטיבייה Pithom פיתום ורעמסס Pitigrilli פיטיגרילי Pitié-Salpêtrière Hospital בית החולים פיטייה סלפטרייר Piton de la Fournaise פיטון דה לה פורנז Pitons פיטונס Pitot tube צינור פיטו Pitot-static system מערכת פיטו-סטטית Pitsunda ביצ'ווינתה Pitt פיט Pitta פיטיים Pittacus of Mytilene פיטאקוס איש מיטילנה Pitting corrosion קורוזיית גימום Pitts Special פיטס ספשל Pittsburg חסידות פיטסבורג Pittsburgh פיטסבורג Pittsburgh Ironmen פיטסבורג איירונמן Pittsburgh Penguins פיטסבורג פינגווינס Pittsburgh Pirates פיטסבורג פיירטס Pittsburgh Platform מצע פיטסבורג Pittsburgh Steelers פיטסבורג סטילרס Pittsburgh Symphony Orchestra תזמורת פיטסבורג Pittsfield Building בניין פיטספילד Pittu Garam שבע אבנים Pitty פיטי לאונה Pituitary gland בלוטת יותרת המוח Pityriasis rosea פיטיריאזיס רוזאה Pityusic Islands איי האורן Piura פיורה Pivot Animator Pivot Stickfigure Animator Pivotal quantity כמות צירית Pixar פיקסאר Pixar animated films קטגוריה:פיקסאר: סרטים Pixel פיקסל Pixel art אמנות פיקסלים PixelBot משתמש:PixelBot Pixels פיקסלים Pixelyoshi/Sandbox5 She's So Unusual Pixie פיקסי Pixie Lott פיקסי לוט Pixies פיקסיז Pixinguinha פישינגיניה Piyaz פיאז Piyusti פיוסתיש Piyyut פיוט Pizza פיצה Pizza קטגוריה:פיצה Pizza Hut פיצה האט Pizza Principle עקרון הפיצה Pizza cutter חותך פיצה Pizza saver שומר פיצה Pizzicato פיציקטו Pièce montée Pièce montée Piña colada פינה קולדה Piñata פיניאטה Piątnica פיונטניצה Piłsudski Square כיכר יוזף פילסודסקי Pińczów פינצ'וב Place מקום Place Charles de Gaulle כיכר שארל דה גול Place Clichy User:Place Clichy Place Pigalle כיכר פיגאל Place Saint-Michel כיכר סן-מישל Place Stanislas כיכר סטניסלאס Place Vendôme כיכר ונדום Place d'Italie כיכר איטליה Place de Clichy כיכר קלישי Place de l'Hôtel-de-Ville - Esplanade de la Libération כיכר העירייה של פריז Place de la Bastille כיכר הבסטיליה Place de la Concorde כיכר הקונקורד Place de la République כיכר הרפובליקה Place des Victoires כיכר ויקטואר Place des Vosges פלאס דה ווז' Place du Carrousel כיכר קרוסל Place du Châtelet שאטלה Place du Tertre כיכר טרטרה Place names קטגוריה:מקומות ואתרים Place of articulation בסיס חיתוך Place of worship בית תפילה Placebo Placebo Placebo אפקט פלצבו Placebo פלסבו Placebo פלסיבו Placebo קטגוריה:אלבומי פלסיבו Placebo תבנית:פלסיבו Placemat מצעית Placenta שליה Placenta praevia שליית פתח Placental abruption היפרדות שליה Placentalia שלייניים Placerias פלסירה Places in Harry Potter הארי פוטר - מונחים#מקומות Places in popular culture קטגוריה:מקומות בתרבות ובאמנות Places of Power Longobards in Italy מוקדי הכח של הלומברדים באיטליה Places of worship by country קטגוריה:מבני דת לפי מדינה Places of worship in Australia קטגוריה:אוסטרליה: מבני דת Places of worship in Austria קטגוריה:אוסטריה: מבני דת Places of worship in Belgium קטגוריה:בלגיה: מבני דת Places of worship in Brazil קטגוריה:ברזיל: מבני דת Places of worship in Bulgaria קטגוריה:בולגריה: מבני דת Places of worship in China קטגוריה:סין: מבני דת Places of worship in Croatia קטגוריה:קרואטיה: מבני דת Places of worship in Egypt קטגוריה:מצרים: מבני דת Places of worship in France קטגוריה:צרפת: מבני דת Places of worship in Georgia קטגוריה:גאורגיה: מבני דת Places of worship in Germany קטגוריה:גרמניה: מבני דת Places of worship in Greece קטגוריה:יוון: מבני דת Places of worship in Hungary קטגוריה:הונגריה: מבני דת Places of worship in India קטגוריה:הודו: מבני דת Places of worship in Iran קטגוריה:איראן: מבני דת Places of worship in Israel קטגוריה:ישראל: מבני דת Places of worship in Italy קטגוריה:איטליה: מבני דת Places of worship in Japan קטגוריה:יפן: מבני דת Places of worship in Kosovo קטגוריה:קוסובו: מבני דת Places of worship in Lebanon קטגוריה:לבנון: מבני דת Places of worship in Malta קטגוריה:מלטה: מבני דת Places of worship in Moscow קטגוריה:מוסקבה: מבני דת Places of worship in New York City קטגוריה:ניו יורק: מבני דת Places of worship in Norway קטגוריה:נורווגיה: מבני דת Places of worship in Pakistan קטגוריה:פקיסטן: מבני דת Places of worship in Poland קטגוריה:פולין: מבני דת Places of worship in Portugal קטגוריה:פורטוגל: מבני דת Places of worship in Romania קטגוריה:רומניה: מבני דת Places of worship in Russia קטגוריה:רוסיה: מבני דת Places of worship in Saint Petersburg קטגוריה:סנקט פטרבורג: מבני דת Places of worship in Spain קטגוריה:ספרד: מבני דת Places of worship in Sweden קטגוריה:שוודיה: מבני דת Places of worship in Switzerland קטגוריה:שווייץ: מבני דת Places of worship in Syria קטגוריה:סוריה: מבני דת Places of worship in Tbilisi קטגוריה:טביליסי: מבני דת Places of worship in Turkey קטגוריה:טורקיה: מבני דת Places of worship in Ukraine קטגוריה:אוקראינה: מבני דת Places of worship in Vatican City קטגוריה:קריית הוותיקן: מבני דת Places of worship in the Czech Republic קטגוריה:צ'כיה: מבני דת Places of worship in the Netherlands קטגוריה:הולנד: מבני דת Places of worship in the Republic of Ireland קטגוריה:אירלנד: מבני דת Places of worship in the United Kingdom קטגוריה:בריטניה: מבני דת Places of worship in the United States קטגוריה:ארצות הברית: מבני דת Plaek Phibunsongkhram פלק פיבונסונגרם Plagiarism גניבה ספרותית Plagioclase פלגיוקלז Plague דבר Plague of Emmaus מגפת הדבר באמאוס Plagues of Egypt עשר מכות מצרים Plaid Cymru פלייד קמרי Plain מישור Plain English פישוט ניהולי Plain English Campaign פישוט ניהולי Plain Old Java Object POJO Plain White T's פליין וייט טיז Plain language פישוט לשוני Plain of Jars עמק הכדים Plain of Manasseh רמות מנשה Plaine Morte פלן מורט Plains viscacha ויסקאש המחילות Plains zebra זברה מצויה Plains-wanderer חופמי שדות Plainsong קנטוס פלאנוס Plaisance of Antioch פלזאנס מקפריסין Plame affair פרשת פליים Plamen Oresharski פלמן אורשרסקי Plan תוכנית פעולה Plan 1919 תוכנית 1919 Plan 9 from Bell Labs Plan 9 from Bell Labs Plan 9 from Outer Space תוכנית 9 מהחלל החיצון Plan Dalet תוכנית ד' Plan XVII תוכנית 17 Planar graph גרף מישורי Planck טלסקופ החלל פלאנק Planck פלאנק Planck charge מטען פלאנק Planck constant קבוע פלאנק Planck length אורך פלאנק Planck mass מסת פלאנק Planck temperature טמפרטורת פלאנק Planck time זמן פלאנק Planck units יחידות פלאנק Planck's natural units תבנית:יחידות פלאנק Planctae הסלעים הנודדים Plane מישור Plane מקצועה Plane wave גל מישורי Planes מטוסים Planes: Fire & Rescue מטוסים 2: לוחמי האש Planescape: Torment פליינסקייפ: טורמנט Planet כוכב לכת Planet 51 פלאנט 51 Planet Earth עולם מופלא Planet Hulk ענק הכוכב Planet Nine כוכב לכת תשיעי Planet Pit Planet Pit Planet Pop Planet Pop Planet Sheen פלאנט שין Planet Terror פלאנט טרור Planet of the Apes כוכב הקופים Planet of the Apes תבנית:כוכב הקופים Planetaria קטגוריה:פלנטריומים Planetarium פלנטריום Planetarium Negara פלנטריום נגארה Planetary Observer program פלנטרי אובסרבר Planetary geology קטגוריה:גאולוגיה פלנטרית Planetary migration נדידת כוכבי לכת Planetary nebula ערפילית פלנטרית Planetary nebulae קטגוריה:ערפיליות פלנטריות Planetary rings קטגוריה:טבעות פלנטריות Planetary satellite systems קטגוריה:ירחים במערכת השמש Planetary science מדעים פלנטריים Planetary science קטגוריה:מדעים פלנטריים Planetary system מערכת כוכבי לכת Planetary systems קטגוריה:מערכות כוכבי לכת Planetesimal פלנטסימל Planets קטגוריה:כוכבי לכת Planets in astrology כוכבי הלכת באסטרולוגיה Planets of the Solar System קטגוריה:כוכבי לכת במערכת השמש Planimeter פלנימטר Planing ריחוף Plank פלאנק Planken פלנקן Plankton פלנקטון Planned cities קטגוריה:ערים מתוכננות Planned cities in Israel קטגוריה:ישראל: ערים מתוכננות Planned community עיר מתוכננת Planned developments קטגוריה:מיזמים עתידיים Planned economy כלכלה מתוכננת Planned obsolescence התיישנות מתוכננת Planning תכנון Planning Directorate אגף התכנון Planning of the September 11 attacks ההכנות לפיגועי 11 בספטמבר Plans Plans Plant צומח Plant anatomy אנטומיה של הצמח Plant breeders' rights זכויות מטפחים Plant cell תא צמח Plant families קטגוריה:משפחות צמחים Plant hormone הורמון צמחי Plant hormones קטגוריה:הורמונים צמחיים Plant life-form צורות חיים של צמחים Plant life-form קטגוריה:צורות חיים של צמחים Plant morphology מורפולוגיה של צמחים Plant morphology קטגוריה:מורפולוגיה של צמחים Plant nursery משתלה Plant orders קטגוריה:סדרות צמחים Plant pathogens and diseases קטגוריה:מחלות צמחים Plant pathology פיתופתולוגיה Plant physiology פיזיולוגיה של הצמח Plant physiology קטגוריה:פיזיולוגיה של הצמח Plant stem גבעול Plant tissue culture תרבית רקמה Planta צמח Plantaginaceae לחכיים Plantaginaceae קטגוריה:לחכיים Plantago לחך Plantar fasciitis מחלת החיתולית הכפית Plantar reflex רפלקס בבינסקי Plantation מטע Plantation Key פלנטיישן קי Plantin-Moretus Museum מוזיאון פלנטין מורטוס Plants פורטל:בוטניקה Plants קטגוריה:צמחים Plants vs. Zombies Plants vs. Zombies Planxty פלאנקסטי Plasan פלסן סאסא Plasan Sand Cat קרקל Plasencia פלסנסיה Plasma פלזמה Plasma display צג פלזמה Plasma globe כדור פלזמה Plasma oscillation תנודת הפלזמה Plasma parameters פרמטרים של פלזמה Plasma physics קטגוריה:פיזיקת הפלזמה Plasma propulsion engine מנוע פלזמה Plasma window חלון פלזמה Plasmalogen פלסמלוגן Plasmid פלסמיד Plasmin פלסמין Plasmodium Plasmodium Plasmolysis פלסמוליזה Plasmon פלזמון Plasson פלסאון תעשיות Plaster טיח Plastered human skulls גולגולת מכוירת Plastic פלסטיק Plastic Ono Band Plastic Ono Band Plastic Tree Plastic Tree Plastic arts אמנות פלסטית Plastic arts קטגוריה:אמנות פלסטית Plastic explosive חומר נפץ פלסטי Plastic number היחס הפלסטי Plastic recycling מיחזור פלסטיק Plastic shopping bag שקית קניות מפלסטיק Plastic surgeons קטגוריה:כירורגים פלסטיים Plastic surgery ניתוח פלסטי Plastic surgery קטגוריה:כירורגיה פלסטית Plastic wrap ניילון נצמד Plasticine פלסטלינה Plasticine Crow עורב פלסטלינה Plastid פלסטידה Plastikspork משתמש:Plastikspork Plastique פלסטיק Plastochron פלסטוכרון Plasă פלאסה Plata פלטה Platacanthomyidae נמנמנים אוריינטלים Plataea פלטאיה Platanaceae קטגוריה:דלביים Platanthera holmboei מרונית סרגלית Platanus דולב Platanus orientalis דולב מזרחי Platanus racemosa דולב קליפורני Plate צלחת Plate armour שריון לוחות Plate block צמודת גלופה Plate spinning צלחת סינית Plate tectonics טקטוניקת הלוחות Plate-billed mountain toucan טוקן כחול-חזה Plateau רמה Plateaus קטגוריה:רמות Plateau–Rayleigh instability אי יציבות פליטו ריילי Platelet טסית דם Platero פלטרו ואני Platform משטח יבשתי Platform game משחק פלטפורמה Platform games קטגוריה:משחקי פלטפורמות ממוחשבים Platform supply vessel אוניית אספקה לאסדות Platform tennis פלאטפורם טניס Platina פלטינה Platinum פלטינה Platinum פלטינום Platinum Collection The Platinum Collection Platinum group קבוצת הפלטינה Platinum print הדפס פלטינום PlatinumMyth User:PlatinumMyth Platipus Records Platipus Records Plato אפלטון Plato פלאטו Plato קטגוריה:אפלטון Plato von Ustinov פלטון פון אוסטינוב Platonia בקורי Platonic Academy האקדמיה האפלטונית Platonic love אהבה אפלטונית Platonic solid פאון משוכלל Platonism פלאטוניזם Platonism תבנית:דיאלוגים אפלטוניים Platonov פלאטונוב Platoon פלאטון Platoon of the Wall פלוגות הגיוס של בית"ר Platt פלאט Platt Amendment תיקון פלאט Platyceps najadum זעמן זיתני Platyceps rhodorachis זעמן דק Platycodon ענבל גדול-פרחים Platynota דמויי כח Platypus ברווזן Plauen פלאואן Plaut פלאוט Plautus טיטוס מאקיוס פלאוטוס Play PLAY Play מחזה Play of Daniel דניאל בגוב האריות Play therapy טיפול במשחק PlayOnLinux PlayOnLinux PlayStation פלייסטיישן PlayStation קטגוריה:משחקי פלייסטיישן PlayStation 2 פלייסטיישן 2 PlayStation 2 games קטגוריה:משחקי פלייסטיישן 2 PlayStation 3 פלייסטיישן 3 PlayStation 3 games קטגוריה:משחקי פלייסטיישן 3 PlayStation 4 פלייסטיישן 4 PlayStation 4 games קטגוריה:משחקי פלייסטיישן 4 PlayStation Portable PlayStation Portable PlayStation Vita PlayStation Vita Playa del Carmen פלאיה דל כרמן Playback פלייבק Playback Theatre תיאטרון פלייבק Playbill Playbill Playboy פלייבוי Playboy Bunny שפנפנת פלייבוי Playboy Mansion אחוזת פלייבוי Playbuzz פלייבאז Player שחקן Players of American football קטגוריה:שחקני פוטבול Players of American football by position קטגוריה:שחקני פוטבול לפי תפקיד Playfair cipher צופן פלייפייר Playgirl פלייגרל Playground גן שעשועים Playground slide מגלשה Playing card קלף משחק Playing for Keeps לשחק עם הלב Playing for Time תזמורת על תנאי Playing the Angel Playing the Angel Playlist רשימת השמעה Playmobil פליימוביל Playoffs פלייאוף Playpen לול Plays קטגוריה:מחזות Plays by Aeschylus קטגוריה:מחזות של אייסכילוס Plays by Anton Chekhov קטגוריה:מחזות מאת אנטון צ'כוב Plays by Aristophanes קטגוריה:מחזות של אריסטופאנס Plays by Arthur Miller קטגוריה:מחזות ארתור מילר Plays by August Strindberg קטגוריה:מחזות אוגוסט סטרינדברג Plays by Eugène Ionesco קטגוריה:אז'ן יונסקו Plays by Federico García Lorca קטגוריה:מחזות פדריקו גארסיה לורקה Plays by Friedrich Dürrenmatt קטגוריה:פרידריך דירנמאט Plays by Henrik Ibsen קטגוריה:מחזות הנריק איבסן Plays by Luigi Pirandello קטגוריה:מחזות לואיג'י פיראנדלו Plays by Menander קטגוריה:מחזות של מנאנדרוס Plays by Molière קטגוריה:מולייר Plays by Sarah Kane קטגוריה:מחזות שרה קיין Plays by Sophocles קטגוריה:מחזות של סופוקלס Plays by Tennessee Williams קטגוריה:טנסי ויליאמס Plays by William Shakespeare קטגוריה:מחזות שייקספיר Plays by century קטגוריה:מחזות לפי שנים Plays by genre קטגוריה:מחזות לפי סוגה Plays by nationality קטגוריה:מחזות לפי מדינה Plays by writer קטגוריה:מחזות לפי מחזאים Playtime זמן משחקים Playwright מחזאי Plaza Hotel מלון פלאזה Plaza de Castilla פלאסה דה קסטייה Plaza de Cibeles פלאסה דה סיבלס Plaza de Colón פלאסה דה קולון Plaza de España פלאסה דה אספניה Plazas in Spain קטגוריה:ספרד: כיכרות Plaça Reial פלאסה ריאל Plea bargain הסדר טיעון Pleasantville פלזנטוויל Please Like Me קבלו אותי Please Please Me Please Please Me Please don't change this page ויקיפדיה:לימדו עוד על עריכה PleasePleaseMe audio cover.jpg תמונה:PleasePleaseMe.jpg Pleasure עונג Pleasure garden גן תענוגות Pleasure principle עקרון העונג Pleasure to Kill Pleasure to Kill Plebs פלבס Plectrum מפרט Pleiades פליאדות Pleidae שטגבוניתיים Pleione פלאיונה Pleiotropy פליאוטרופיה Pleistarchus פליסטרכוס Pleisthenes פליסתנס Pleistocene פליסטוקן Pleo פליאו Pleochroism פלאוכרואיזם Pleonasm פלאונזם Plesetsk Cosmodrome קוסמודרום פלסצק Plesiochronous digital hierarchy Plesiochronous Digital Hierarchy Plesiosauria פלזיוזאוריה Plesiosaurs קטגוריה:פלסיוזאוריה Plesner Committee הוועדה לקידום השוויון בנטל Plessner פלסנר Plessy Ferguson פסק דין פלסי נגד פרגוסון Pleural cavity אדר Pleural effusion תפליט פלאורלי Pleurodira צבים מצדדי צוואר Pleurodira קטגוריה:צבים מצדדי צוואר Pleuronectiformes קטגוריה:דגי משה רבנו Pleven פלבן Pleven Province פלבן Pliers פלייר Plimpton 322 פלימפטון 322 Pliny פליניוס Pliny the Elder פליניוס הזקן Pliny the Younger פליניוס הצעיר Pliocene פליוקן Pliohippus פליוהיפוס Pliska פליסקה Plitvice Lakes National Park אגמי פליטביצה Pljevlja פלייבליה Ploceidae אורגיים Ploceidae קטגוריה:אורגיים Ploidy פלואידיות Ploiești פלוישט Plot עלילה Plot hole חור בעלילה Plot twist תפנית עלילתית Plotinus פלוטינוס Plotkin bound חסם פלוטקין Plough מחרשה Plovdiv פלובדיב Plovdiv Province פלובדיב Plovdiv Province Sopot סופוט Plucked string instrument כלי פריטה Plug פלאג Plug-in תוסף Plum pudding model מודל עוגת הצימוקים Plumage ניצוי Plumbaginaceae עפריתיים Plumbaginaceae קטגוריה:עפריתיים Plumber שרברב Plumbing קטגוריה:שרברבות Plumed basilisk בסיליסק ירוק Plumeria פלומריה Plumeria rubra פלומריה ריחנית Plumpy'nut פלאמפינאט Plungė פלונגה Plungė District Municipality פלונגה Plural society חברה פלורליסטית Pluralism האסכולה הפלורליסטית Pluralism פלורליזם Pluralism קטגוריה:פלורליזם Pluralist school האסכולה הפלורליסטית Pluralistic ignorance בורות פלורליסטית Pluristem Therapeutics פלוריסטם Plus פלוס Plus and minus signs פלוס ומינוס Plus or Minus Two The Magical Number Seven פלוס או מינוס שתיים המספר הקסום שבע Plus ultra עוד מעבר Plush פילוסין Plush-crested jay עורבני מצויץ-כיפה Plutarch פלוטרכוס Plutarco Elías Calles פלוטארקו אליאס קאייס Plutino פלוטינו Plutinos קטגוריה:פלוטינו Pluto פלוטו Pluto קטגוריה:פלוטו Plutocracy פלוטוקרטיה Plutoid פלוטואיד Plutoids קטגוריה:פלוטואידים Pluton סלע פלוטוני Pluton פלוטון Plutonism פלוטוניזם Plutonium פלוטוניום Plutus פלוטוס Plymouth Plymouth Plymouth פלימות' Plymouth Argyle F.C. פלימות' ארגייל Plymouth Argyle F.C. players קטגוריה:כדורגלני פליימות' ארגייל Plymouth Colony מושבת פלימות' Plymouth Naval Memorial אנדרטת הצי בפלימות' Plymouth Rock chicken פליימות' רוק Plywood עץ לבוד Plzeň פלזן Plácido Domingo פלאסידו דומינגו Plötzensee Prison כלא פלצנזה Plücker's conoid הקונואיד של פלוקר Pmadrid/temp1 חברה Pmurt2011/sandbox אלי הורביץ Pnai Plus פנאי פלוס Pneumatic artificial muscles שרירים פנאומטיים מלאכותיים Pneumatic cylinder בוכנה פנאומטית Pneumatic tube שפופרת אוויר Pneumatics פנאומטיקה Pneumoconiosis אבקת הריאות Pneumonectomy כריתת ריאה Pneumonia דלקת ריאות Pneumonitis פנאומוניטיס Pneumothorax חזה אוויר Pnina פנינה Pnina Bor פנינה בור Pnina Gary פנינה גרי Pnina Rosenblum פנינה רוזנבלום Pnina Salzman פנינה זלצמן Pnina Tamano-Shata פנינה תמנו-שטה Pnina Tornai פנינה טורנה Pnivne פניבנה Pnp21 הומסטאר ראנר Po פו Po Lin Monastery מנזר פו לין Po Valley עמק הפו Po Valley raid קרב עמק הפו Poaceae דגניים Poached egg ביצה עלומה Poaching שליקה Poale Zion פועלי ציון Poalei Agudat Yisrael פועלי אגודת ישראל Poales דגנאים Poales קטגוריה:דגנאים Pocahontas פוקהונטס Pocahontas II: Journey to a New World פוקהונטס 2: מסע לעולם חדש Pochaiv פוצ'יוב Pocilloporidae קטגוריה:שיחניים Pocket God Pocket God Pocket watch שעון כיס Pocketknife אולר Pocopocopocopoco/sandbox/Government of the Autonomous Republic of Abkhazia/ הממשל דה יורה של אבחזיה Podcast פודקאסט Podcasting software קטגוריה:תוכנות פודקאסטינג Poddębice פודמביצה Podemos פודמוס Podestà פודסטה Podgorica פודגוריצה Podgorica City Stadium אצטדיון פודגוריצה סיטי Podiatry פודיאטריה Podicipedidae קטגוריה:טבלניים Podil פודיל Podilsk פודילסק Podium פודיום Podkarpackie Voivodeship קטגוריה:תת-קרפטים Podkarpackie Voivodeship תת-הקרפטים Podkarpackie Voivodeship Korczyna קורצ'ינה Podkarpackie Voivodeship Krzeszów קששוב Podkarpackie Voivodeship Lipnik ליפניק Podlaskie Voivodeship פודלסיה Podlaskie Voivodeship קטגוריה:פודלסיה Podlaskie Voivodeship Gać גאץ' Podlaskie Voivodeship Janów יאנוב Podlaskie Voivodeship Kuźnica קוז'ניצה Podlaskie Voivodeship Orla אורלה Podlaskie Voivodeship Wąsosz וונסוש Podlaskie Voivodeship Śniadowo שניאדובה Podmežakla Hall פודמיז'קלה הול Podocnemididae פודוקנמיים Podolia פודוליה Podolsk פודולסק Podu Iloaiei פודו אילואיי Poe Dameron פו דמרון Poe's law חוק פו Poecilia מולי Poecilia sphenops מולי שחור Poeciliidae גמבוזיים Poeciliidae קטגוריה:גמבוזיים Poeloq/WIP/Freiburg2 פרייבורג Poem for Rent שיר להשכיר Poems קטגוריה:פואמות Poet משורר Poet in New York משורר בניו יורק Poetic Edda אדה פואטית Poetic form קטגוריה:סוגות שיריות Poetic realism ריאליזם פואטי Poetics פואטיקה Poetry קטגוריה:שירה Poetry שירה Poetry by Allen Ginsberg קטגוריה:שירי אלן גינסברג Poetry collections קטגוריה:ספרי שירה Poetry literary magazines קטגוריה:כתבי עת לשירה Poetry slam פואטרי סלאם Poets קטגוריה:משוררים Poets by language קטגוריה:משוררים לפי שפה Poets by nationality קטגוריה:משוררים לפי מדינה Poets from Georgia קטגוריה:משוררים גאורגים Poets of the Fall Poets of the Fall Poets who committed suicide קטגוריה:מתאבדים: משוררים Poets' Corner פינת המשוררים Pogo פוגו Pogo stick מקל פוגו PogoEngel User:PogoEngel Pogona חרדון מזוקן Pogradec פוגרדץ Pogrom פוגרום Pohjola פוהיולה Pohl פוהל Pohl trial משפט פוהל Pohrebyshche פוהרבישצ'ה Poi פוי Poiana לינסנג Poicephalus תוכי גדל-ראש Poiesis פואזיס Poikilotherm פוקילותרמיות Poil de carotte ראש גזר Poincaré פואנקרה Poincaré conjecture השערת פואנקרה Poincaré group חבורת פואנקרה Point יחידה טיפוגרפית Point נקודה Point Break נקודת פריצה Point Fortin פוינט פורטין Point forward פוינט פורוורד Point group חבורת סימטריות נקודתית Point guard רכז Point of No Return Point of No Return Point of View נקודת מבט Point of sail כיווני השיט ביחס לרוח Point of view נקודת מבט Point-to-Point Tunneling Protocol Point-to-Point Tunneling Protocol Point-to-point קו תקשורת Pointe Michel פוינט מישל Pointe Vele Airport נמל התעופה פוטונה פוינט ואל Pointe du Hoc קרב פואנט דו אוק Pointe shoe נעלי פוינט Pointe-à-Pitre פואנט-א-פיטר Pointer מצביע Pointer פוינטר Pointillism פוינטיליזם Pointillism קטגוריה:פוינטיליזם Pointing device אמצעי הצבעה Pointwise convergence התכנסות נקודתית Poison רעל Poison Ivy פויזן אייבי Poison dart frog דנדרובטיים Poison dart frogs קטגוריה:דנדרובטיים Poisoning the well הרעלת בארות Poisonous plants קטגוריה:צמחים רעילים Poisson פואסון Poisson bracket סוגרי פואסון Poisson distribution התפלגות פואסון Poisson kernel גרעין פואסון Poisson point process תהליך פואסון Poisson's equation משוואת פואסון Poisson's ratio מקדם פואסון Poitiers פואטייה Poitiers קטגוריה:פואטייה Poitiers Cathedral קתדרלת פואטייה Poitiers–Biard Airport שדה התעופה פואטייה-ביאר Poitou-Charentes פואטו-שראנט Poitou-Charentes קטגוריה:פואטו-שראנט Poju Zabludowicz פויו זבלודוביץ' Poka-yoke פוקה-יוקה Poker פוקר Poker קטגוריה:פוקר Poker Face Poker Face Poker players קטגוריה:שחקני פוקר PokerStars פוקרסטארס Pokhara פוקארה Pokorný פוקורני Pokuttya פוקוטיה Pokémon פוקימון Pokémon קטגוריה:פוקימון Pokémon Black and White פוקימון שחור ולבן Pokémon Diamond and Pearl פוקימון יהלום ופנינה Pokémon FireRed and LeafGreen פוקימון אדום אש וירוק עלה Pokémon Go פוקימון גו Pokémon Gold and Silver פוקימון זהב וכסף Pokémon HeartGold and SoulSilver פוקימון לב זהב ונשמת כסף Pokémon Red and Blue פוקימון אדום וכחול Pokémon Ruby and Sapphire פוקימון רובי וספיר Pokémon X and Y פוקימון X ו-Y Pol Pot פול פוט Pola Negri פולה נגרי Polabian Slavs פולאבים Polad Bülbüloğlu פולאד בולבולוגלו Poland פולין Poland קטגוריה:פולין Poland Bogoria בוגוריה Poland Is Not Yet Lost המנון פולין Poland Narol נארול Poland Turek טורק Poland Warta ורטה Poland and Russia General Jewish Labour Bund in Lithuania הבונד Poland at the Olympics פולין במשחקים האולימפיים Poland in World War I קטגוריה:פולין במלחמת העולם הראשונה Poland in World War II קטגוריה:פולין במלחמת העולם השנייה Poland in the Eurovision Song Contest פולין באירוויזיון Poland international footballers קטגוריה:כדורגלני נבחרת פולין Poland national basketball team נבחרת פולין בכדורסל Poland national football team נבחרת פולין בכדורגל Poland national football team navigational boxes קטגוריה:סגלי נבחרת פולין בכדורגל Poland squad 1982 FIFA World Cup תבנית:נבחרת פולין במונדיאל 1982 Poland squad 1986 FIFA World Cup תבנית:נבחרת פולין במונדיאל 1986 Poland squad 2002 FIFA World Cup תבנית:נבחרת פולין במונדיאל 2002 Poland squad 2006 FIFA World Cup תבנית:נבחרת פולין במונדיאל 2006 Poland squad UEFA Euro 2008 תבנית:נבחרת פולין יורו 2008 Poland squad UEFA Euro 2012 תבנית:נבחרת פולין יורו 2012 Poland squad UEFA Euro 2016 תבנית:נבחרת פולין ביורו 2016 Poland stubs קטגוריה:קצרמר פולין Poland syndrome תסמונת פולנד Poland templates קטגוריה:תבניות ניווט - פולין Poland women's national football team נבחרת פולין בכדורגל נשים Polandball פולנדבול Polar Medal מדליית הקוטב Polar Music Prize פרס פולר למוזיקה Polar Party מפלגת הקוטב Polar Satellite Launch Vehicle PSLV Polar bear דוב קוטב Polar circle חוג הקוטב Polar climate אקלים קוטבי Polar coordinate system קואורדינטות קוטביות Polar decomposition פירוק פולרי Polar fleece פליס Polar moment of inertia מומנט התמד פולרי של השטח Polar night ליל קוטב Polar orbit מסלול קוטבי Polar regions of the Earth קטגוריה:אזורי הקטבים Polar space מרחב פולרי Polar vortex מערבולת פולארית Polar wind רוח הקוטב PolarBot משתמש:PolarBot Polaris כוכב הצפון Polaris פולאריס Polariton פולריטון Polarity חד קוטביות Polarity קוטביות Polarizability פולריזביליות Polarization קיטוב Polarization density פולריזציה Polarkreis 18 פולרקרייס 18 Polder כיבוש הים Pole קוטב Pole dance ריקוד עמוד Pole position פול פוזישן Pole vault קפיצה במוט Pole vaulters קטגוריה:קופצים במוט Pole weapon נשק מוט Pole weapons קטגוריה:נשקי מוט Poles פולנים Poles Apart Poles Apart Polheim פולהיים Poli Genova פולי ג'נובה Police משטרה Police Academy בית ספר לשוטרים Police Academy תרגיל לשוטרים מתחילים Police Quest and SWAT Police Quest Police Squad! יחידה משטרתית Police brutality אלימות משטרתית Police car ניידת משטרה Police dog כלב משטרה Police forces of Nazi Germany משטרה בגרמניה הנאצית Police intelligence מודיעין משטרתי Police lineup מסדר זיהוי Police of Russia משטרת הפדרציה הרוסית Police officer שוטר Police officers קטגוריה:שוטרים Police officers by nationality קטגוריה:שוטרים לפי מדינה Police procedural television series קטגוריה:סדרות משטרה ופשע Police science מדעי המשטרה Police state מדינת משטרה Police station תחנת משטרה Policeman השוטר Policies and guidelines ויקיפדיה:עקרונות וקווים מנחים Policoro פוליקורו Policy מדיניות Policy reactions to the Eurozone crisis משבר החוב האירופי Policía Federal Ministerial סוכנות החקירות הפדרלית Polideportivo Ejido footballers קטגוריה:כדורגלני פולידפורטיבו אחידו Polikarpov I-16 פוליקרפוב I-16 Polikarpov Po-2 פוליקרפוב Po-2 Polina Astakhova פולינה אסטחובה Polina Gagarina פולינה גאגארינה Polina Gelman פולינה גלמן Polina Zakaluzny פולינה זקלוז'ני Polina Zhemchuzhina פולינה ז'מצ'וז'ינה Polinjane River נהר פולינגאנה Poliocretes משתמש:Poliocretes Poliomyelitis שיתוק ילדים Poliovirus נגיף הפוליו Polis פוליס Polis Institute מכון פוליס Polisario Front חזית פוליסריו Polish Armed Forces in the West כוחות פולין במערב Polish Beer-Lovers' Party מפלגת אוהבי הבירה הפולנית Polish Cemetery at Monte Cassino בית הקברות הצבאי הפולני בקאסינו Polish Committee of National Liberation הוועד הפולני לשחרור לאומי Polish Corridor המסדרון הפולני Polish Football Association התאחדות הכדורגל הפולנית Polish Football Ekstraklasa תבנית:ליגת העל הפולנית Polish Jews קטגוריה:יהודים פולנים Polish Nobel laureates קטגוריה:זוכי פרס נובל פולנים Polish People's Republic הרפובליקה העממית הפולנית Polish Requiem רקוויאם פולני Polish Righteous Among the Nations קטגוריה:פולנים חסידי אומות העולם Polish United Workers' Party מפלגת הפועלים המאוחדת הפולנית Polish War Memorial אנדרטת הטייסים הפולנים בלונדון Polish Wikipedia ויקיפדיה הפולנית Polish actors קטגוריה:שחקני קולנוע וטלוויזיה פולנים Polish architects קטגוריה:אדריכלים פולנים Polish artists קטגוריה:אמנים פולנים Polish astronomers קטגוריה:אסטרונומים פולנים Polish athletes קטגוריה:אתלטים פולנים Polish basketball players קטגוריה:כדורסלנים פולנים Polish books קטגוריה:ספרים פולניים Polish casualties of World War II קטגוריה:פולנים שנהרגו במלחמת העולם השנייה Polish chemists קטגוריה:כימאים פולנים Polish chess players קטגוריה:שחמטאים פולנים Polish children's writers קטגוריה:סופרי ילדים ונוער פולנים Polish clergy קטגוריה:אנשי דת פולנים Polish communists קטגוריה:קומוניסטים פולנים Polish composers קטגוריה:מלחינים פולנים Polish conductors קטגוריה:מנצחים פולנים Polish criminals קטגוריה:מורשעים בדין בפולין Polish cuisine המטבח הפולני Polish cuisine קטגוריה:המטבח הפולני Polish culture קטגוריה:פולין: תרבות Polish diaspora פולוניה Polish diplomats קטגוריה:דיפלומטים פולנים Polish directors קטגוריה:במאים פולנים Polish dramatists and playwrights קטגוריה:מחזאים פולנים Polish economists קטגוריה:כלכלנים פולנים Polish educational theorists קטגוריה:אנשי חינוך פולנים Polish emigrants to the United States קטגוריה:מהגרים מפולין לארצות הברית Polish explorers קטגוריה:מגלי ארצות פולנים Polish female models קטגוריה:דוגמניות פולניות Polish film directors קטגוריה:במאי קולנוע פולנים Polish films קטגוריה:סרטים פולניים Polish football managers קטגוריה:מאמני כדורגל פולנים Polish footballers קטגוריה:כדורגלנים פולנים Polish generals קטגוריה:גנרלים פולנים Polish government-in-exile הממשלה הפולנית הגולה Polish high jumpers קטגוריה:קופצים לגובה פולנים Polish historians קטגוריה:היסטוריונים פולנים Polish journalists קטגוריה:עיתונאים פולנים Polish jurists קטגוריה:משפטנים פולנים Polish language פולנית Polish language קטגוריה:פולנית Polish law קטגוריה:פולין: חוק ומשפט Polish literature קטגוריה:ספרות פולנית Polish mathematicians קטגוריה:מתמטיקאים פולנים Polish military personnel קטגוריה:אנשי צבא פולנים Polish military personnel of World War II קטגוריה:אנשי צבא פולנים במלחמת העולם השנייה Polish music קטגוריה:מוזיקה פולנית Polish musical groups קטגוריה:להקות פולניות Polish musicians קטגוריה:מוזיקאים פולנים Polish nationality law חוק האזרחות הפולני Polish nobility קטגוריה:אצולה פולנית Polish notation כתיב פולני Polish opinion journalists קטגוריה:פובליציסטים פולנים Polish painters קטגוריה:ציירים פולנים Polish people קטגוריה:פולנים Polish people of World War I קטגוריה:פולנים במלחמת העולם הראשונה Polish people of World War II קטגוריה:פולנים במלחמת העולם השנייה Polish philosophers קטגוריה:פילוסופים פולנים Polish photographers קטגוריה:צלמים פולנים Polish physicians קטגוריה:רופאים פולנים Polish physicists קטגוריה:פיזיקאים פולנים Polish pianists קטגוריה:פסנתרנים פולנים Polish poets קטגוריה:משוררים פולנים Polish pole vaulters קטגוריה:קופצים במוט פולנים Polish politicians קטגוריה:פוליטיקאים פולנים Polish priests קטגוריה:כמרים פולנים Polish publishers קטגוריה:מו"לים פולנים Polish rabbis קטגוריה:רבנים פולנים Polish resistance movement in World War II תנועת ההתנגדות הפולנית במלחמת העולם השנייה Polish science fiction writers קטגוריה:סופרי מדע בדיוני פולנים Polish scientists קטגוריה:מדענים פולנים Polish scientists תבנית:Ludzie nauki Polish screenwriters קטגוריה:תסריטאי קולנוע פולנים Polish sculptors קטגוריה:פסלים פולנים Polish shot putters קטגוריה:הודפי כדור ברזל פולנים Polish singers קטגוריה:זמרים פולנים Polish sportspeople קטגוריה:ספורטאים פולנים Polish sprinters קטגוריה:אצנים פולנים Polish translators קטגוריה:מתרגמים פולנים Polish violinists קטגוריה:כנרים פולנים Polish writers קטגוריה:סופרים פולנים Polish złoty זלוטי Polish-language films קטגוריה:סרטים בפולנית Polishing ליטוש Polishuk פולישוק Polish–Lithuanian Commonwealth האיחוד הפולני-ליטאי Polish–Muscovite War מלחמת רוסיה-פולין Polish–Romanian Alliance ברית ההגנה הפולנית-רומנית Polish–Soviet War המלחמה הפולנית-סובייטית Polish–Ukrainian War מלחמת פולין-אוקראינה Politburo פוליטביורו Political Security Directorate מינהל הביטחון הפוליטי הסורי Political absolutism אבסולוטיזם פוליטי Political agenda אג'נדה Political art קטגוריה:אמנות פוליטית Political books קטגוריה:ספרות פוליטית Political campaign תעמולת בחירות Political colour צבעים בפוליטיקה Political commissar פוליטרוק Political consultants קטגוריה:יועצים פוליטיים Political correctness תקינות פוליטית Political corruption שחיתות שלטונית Political culture תרבות פוליטית Political divisions of Bosnia and Herzegovina חלוקה מנהלית של בוסניה והרצגובינה Political divisions of the United States ספר:מדינות וטריטוריות ארצות הברית Political economy כלכלה פוליטית Political economy קטגוריה:כלכלה פוליטית Political entities in the Land of Israel קטגוריה:ישויות מדיניות בארץ ישראל Political geography גאוגרפיה פוליטית Political geography קטגוריה:גאוגרפיה פוליטית Political groups of the European Parliament מפלגות בפרלמנט האירופי Political history of the United States קטגוריה:ארצות הברית: היסטוריה פוליטית Political institutions of ancient Rome מוסדות פוליטיים ברומא Political lesbianism לסביות פוליטית Political machine קבלן קולות Political movement תנועה פוליטית Political movements קטגוריה:תנועות פוליטיות Political office-holders קטגוריה:נושאי משרות פוליטיות Political office-holders in ancient Rome תפקידים ותארים ברומא העתיקה קטגוריה:מוסדות Political organizations קטגוריה:ארגונים פוליטיים Political organizations in Israel קטגוריה:ארגונים פוליטיים בישראל Political parties קטגוריה:מפלגות Political parties by country קטגוריה:מפלגות לפי מדינה Political parties by ideology קטגוריה:מפלגות לפי אידאולוגיה Political parties by religion קטגוריה:מפלגות דתיות Political parties in Albania קטגוריה:אלבניה: מפלגות Political parties in Andorra קטגוריה:אנדורה: מפלגות Political parties in Argentina קטגוריה:ארגנטינה: מפלגות Political parties in Australia קטגוריה:אוסטרליה: מפלגות Political parties in Austria קטגוריה:אוסטריה: מפלגות Political parties in Belgium קטגוריה:בלגיה: מפלגות Political parties in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: מפלגות Political parties in Brazil קטגוריה:ברזיל: מפלגות Political parties in Bulgaria קטגוריה:בולגריה: מפלגות Political parties in Croatia קטגוריה:קרואטיה: מפלגות Political parties in Denmark קטגוריה:דנמרק: מפלגות Political parties in Egypt קטגוריה:מצרים: מפלגות Political parties in Estonia קטגוריה:אסטוניה: מפלגות Political parties in Ethiopia קטגוריה:אתיופיה: מפלגות Political parties in Finland קטגוריה:פינלנד: מפלגות Political parties in France קטגוריה:צרפת: מפלגות Political parties in Germany קטגוריה:גרמניה: מפלגות Political parties in Greece קטגוריה:יוון: מפלגות Political parties in Greenland קטגוריה:גרינלנד: מפלגות Political parties in Iceland קטגוריה:איסלנד: מפלגות Political parties in Ireland קטגוריה:אירלנד: מפלגות Political parties in Israel קטגוריה:ישראל: מפלגות Political parties in Japan קטגוריה:יפן: מפלגות Political parties in Lebanon קטגוריה:לבנון: מפלגות Political parties in Mandatory Palestine קטגוריה:מפלגות ביישוב Political parties in Mongolia קטגוריה:מונגוליה: מפלגות Political parties in New Zealand קטגוריה:ניו זילנד: מפלגות Political parties in Northern Cyprus קטגוריה:קפריסין: מפלגות Political parties in Poland קטגוריה:פולין: מפלגות Political parties in Portugal קטגוריה:פורטוגל: מפלגות Political parties in Romania קטגוריה:רומניה: מפלגות Political parties in Russia מפלגות פוליטיות ברוסיה Political parties in Russia קטגוריה:רוסיה: מפלגות Political parties in South Africa קטגוריה:דרום אפריקה: מפלגות Political parties in Switzerland קטגוריה:שווייץ: מפלגות Political parties in Syria קטגוריה:סוריה: מפלגות Political parties in Turkey קטגוריה:טורקיה: מפלגות Political parties in Ukraine קטגוריה:אוקראינה: מפלגות Political parties in Yugoslavia קטגוריה:יוגוסלביה: מפלגות Political parties in the Czech Republic קטגוריה:צ'כיה: מפלגות Political parties in the Netherlands קטגוריה:הולנד: מפלגות Political parties in the Republic of China קטגוריה:הרפובליקה הסינית: מפלגות Political parties in the United Kingdom קטגוריה:בריטניה: מפלגות Political parties in the United States מפלגות פוליטיות בארצות הברית Political parties in the United States קטגוריה:ארצות הברית: מפלגות Political party מפלגה Political philosophers קטגוריה:תאורטיקנים במדע המדינה Political philosophy מחשבה מדינית Political philosophy קטגוריה:מחשבה מדינית Political prisoner אסיר פוליטי Political pundits קטגוריה:פרשנים פוליטיים Political repression in the Soviet Union קטגוריה:רדיפות פוליטיות בברית המועצות Political scandals קטגוריה:שערוריות פוליטיות Political scandals in Israel קטגוריה:שערוריות פוליטיות בישראל Political scandals in the United States קטגוריה:שערוריות פוליטיות בארצות הברית Political science מדע המדינה Political science פורטל:מדע המדינה Political science קטגוריה:מדע המדינה Political science stubs קטגוריה:קצרמר מדע המדינה Political scientists קטגוריה:חוקרי מדע המדינה Political status of Taiwan מעמדה הבינלאומי של טאיוואן Political theories קטגוריה:תאוריות במדע המדינה Political thriller מותחן פוליטי Political violence אלימות פוליטית Politician פוליטיקאי Politicians קטגוריה:פוליטיקאים Politicians from Georgia קטגוריה:פוליטיקאים גאורגים Politicians from Northern Ireland קטגוריה:פוליטיקאים צפון אירים Politicians of African nations קטגוריה:פוליטיקאים אפריקאים Politicians of Asian nations קטגוריה:פוליטיקאים אסייתים Politicians of European nations קטגוריה:פוליטיקאים אירופאים Politicians of Oceanian nations קטגוריה:פוליטיקאים אוקיינים Politicians who committed suicide קטגוריה:מתאבדים: פוליטיקאים Politicization of science פוליטיזציה של המדע Politics ספר:פוליטיקה Politics פוליטיקה Politics קטגוריה:פוליטיקה Politics and Economics Philosophy כלכלה ומדע המדינה התוכנית המשולבת: פילוסופיה Politics and government infobox templates קטגוריה:תבניות פרמטריות - פוליטיקה Politics and government templates by country קטגוריה:תבניות ניווט - פוליטיקה של מדינות Politics and the English Language פוליטיקה והשפה האנגלית Politics by country קטגוריה:פוליטיקה לפי מדינה Politics by year קטגוריה:שנים בפוליטיקה Politics of Abkhazia קטגוריה:אבחזיה: פוליטיקה Politics of Afghanistan קטגוריה:אפגניסטן: פוליטיקה Politics of Albania קטגוריה:אלבניה: פוליטיקה Politics of Algeria קטגוריה:אלג'יריה: פוליטיקה Politics of Algeria תבנית:פוליטיקה של אלג'יריה Politics of American Samoa פוליטיקה של סמואה האמריקנית Politics of American Samoa קטגוריה:סמואה האמריקנית: פוליטיקה Politics of Andorra פוליטיקה של אנדורה Politics of Andorra קטגוריה:אנדורה: פוליטיקה Politics of Andorra תבנית:פוליטיקה של אנדורה Politics of Angola קטגוריה:אנגולה: פוליטיקה Politics of Argentina פוליטיקה של ארגנטינה Politics of Argentina קטגוריה:ארגנטינה: פוליטיקה Politics of Argentina תבנית:פוליטיקה של ארגנטינה Politics of Armenia קטגוריה:ארמניה: פוליטיקה Politics of Asia קטגוריה:אסיה: פוליטיקה Politics of Australia פוליטיקה של אוסטרליה Politics of Australia קטגוריה:אוסטרליה: פוליטיקה Politics of Australia sidebar תבנית:פוליטיקה של אוסטרליה Politics of Austria פוליטיקה של אוסטריה Politics of Austria קטגוריה:אוסטריה: פוליטיקה Politics of Austria תבנית:פוליטיקה של אוסטריה Politics of Azerbaijan פוליטיקה של אזרבייג'ן Politics of Azerbaijan קטגוריה:אזרבייג'ן: פוליטיקה Politics of Azerbaijan תבנית:פוליטיקה של אזרבייג'ן Politics of Bahrain קטגוריה:בחריין: פוליטיקה Politics of Barbados קטגוריה:ברבדוס: פוליטיקה Politics of Belarus פוליטיקה של בלארוס Politics of Belarus קטגוריה:בלארוס: פוליטיקה Politics of Belarus תבנית:פוליטיקה של בלארוס Politics of Belgium קטגוריה:בלגיה: פוליטיקה Politics of Belize קטגוריה:בליז: פוליטיקה Politics of Bosnia and Herzegovina פוליטיקה של בוסניה והרצגובינה Politics of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: פוליטיקה Politics of Botswana קטגוריה:בוטסואנה: פוליטיקה Politics of Brazil פוליטיקה של ברזיל Politics of Brazil קטגוריה:ברזיל: פוליטיקה Politics of Brazil תבנית:פוליטיקה של ברזיל Politics of Bulgaria קטגוריה:בולגריה: פוליטיקה Politics of Burundi קטגוריה:בורונדי: פוליטיקה Politics of Cambodia קטגוריה:קמבודיה: פוליטיקה Politics of Cameroon קטגוריה:קמרון: פוליטיקה Politics of Canada קטגוריה:קנדה: פוליטיקה Politics of Canada תבנית:פוליטיקה של קנדה Politics of Chad קטגוריה:צ'אד: פוליטיקה Politics of Chile קטגוריה:צ'ילה: פוליטיקה Politics of Colombia קטגוריה:קולומביה: פוליטיקה Politics of Costa Rica קטגוריה:קוסטה ריקה: פוליטיקה Politics of Croatia קטגוריה:קרואטיה: פוליטיקה Politics of Cuba קטגוריה:קובה: פוליטיקה Politics of Cyprus קטגוריה:קפריסין: פוליטיקה Politics of Czechoslovakia קטגוריה:צ'כוסלובקיה: פוליטיקה Politics of Denmark קטגוריה:דנמרק: פוליטיקה Politics of Djibouti קטגוריה:ג'יבוטי: פוליטיקה Politics of East Germany פוליטיקה של גרמניה המזרחית Politics of East Germany קטגוריה:גרמניה המזרחית: פוליטיקה Politics of East Timor קטגוריה:מזרח טימור: פוליטיקה Politics of Ecuador קטגוריה:אקוודור: פוליטיקה Politics of Egypt פוליטיקה של מצרים Politics of Egypt קטגוריה:מצרים: פוליטיקה Politics of Egypt תבנית:פוליטיקה של מצרים Politics of El Salvador קטגוריה:אל סלוודור: פוליטיקה Politics of Eritrea קטגוריה:אריתריאה: פוליטיקה Politics of Estonia קטגוריה:אסטוניה: פוליטיקה Politics of Ethiopia פוליטיקה של אתיופיה Politics of Ethiopia קטגוריה:אתיופיה: פוליטיקה Politics of Ethiopia תבנית:פוליטיקה של אתיופיה Politics of Finland קטגוריה:פינלנד: פוליטיקה Politics of France פוליטיקה של צרפת Politics of France קטגוריה:צרפת: פוליטיקה Politics of France תבנית:פוליטיקה של צרפת Politics of Gabon קטגוריה:גבון: פוליטיקה Politics of Georgia קטגוריה:גאורגיה: פוליטיקה Politics of Georgia תבנית:פוליטיקה של גאורגיה Politics of Germany פוליטיקה של גרמניה Politics of Germany קטגוריה:גרמניה: פוליטיקה Politics of Germany תבנית:פוליטיקה של גרמניה Politics of Ghana קטגוריה:גאנה: פוליטיקה Politics of Gibraltar קטגוריה:גיברלטר: פוליטיקה Politics of Greece קטגוריה:יוון: פוליטיקה Politics of Greenland קטגוריה:גרינלנד: פוליטיקה Politics of Grenada קטגוריה:גרנדה: פוליטיקה Politics of Guatemala קטגוריה:גואטמלה: פוליטיקה Politics of Guyana קטגוריה:גיאנה: פוליטיקה Politics of Haiti קטגוריה:האיטי: פוליטיקה Politics of Honduras קטגוריה:הונדורס: פוליטיקה Politics of Hong Kong פוליטיקה של הונג קונג Politics of Hungary קטגוריה:הונגריה: פוליטיקה Politics of Iceland קטגוריה:איסלנד: פוליטיקה Politics of India קטגוריה:הודו: פוליטיקה Politics of India תבנית:פוליטיקה של הודו Politics of Iran פוליטיקה של איראן Politics of Iran קטגוריה:איראן: פוליטיקה Politics of Iran תבנית:פוליטיקה של איראן Politics of Iraq קטגוריה:עיראק: פוליטיקה Politics of Iraq תבנית:פוליטיקה של עיראק Politics of Ireland קטגוריה:אירלנד: פוליטיקה Politics of Israel פוליטיקה של ישראל Politics of Israel קטגוריה:ישראל: פוליטיקה Politics of Israel תבנית:הממשל בישראל Politics of Italy פוליטיקה של איטליה Politics of Italy קטגוריה:איטליה: פוליטיקה Politics of Italy תבנית:פוליטיקה של איטליה Politics of Japan קטגוריה:יפן: פוליטיקה Politics of Japan תבנית:פוליטיקה של יפן Politics of Jordan קטגוריה:ירדן: פוליטיקה Politics of Jordan תבנית:פוליטיקה של ירדן Politics of Kazakhstan קטגוריה:קזחסטן: פוליטיקה Politics of Kenya קטגוריה:קניה: פוליטיקה Politics of Kurdistan קטגוריה:כורדיסטן: פוליטיקה Politics of Kuwait פוליטיקה של כווית Politics of Kuwait קטגוריה:כווית: פוליטיקה Politics of Kuwait תבנית:פוליטיקה של כווית Politics of Kyrgyzstan קטגוריה:קירגיזסטן: פוליטיקה Politics of Latvia פוליטיקה של לטביה Politics of Latvia קטגוריה:לטביה: פוליטיקה Politics of Latvia תבנית:פוליטיקה של לטביה Politics of Lebanon פוליטיקה של לבנון Politics of Lebanon קטגוריה:לבנון: פוליטיקה Politics of Lebanon תבנית:פוליטיקה של לבנון Politics of Liberia קטגוריה:ליבריה: פוליטיקה Politics of Libya קטגוריה:לוב: פוליטיקה Politics of Liechtenstein תבנית:פוליטיקה של ליכטנשטיין Politics of Lithuania קטגוריה:ליטא: פוליטיקה Politics of Luxembourg קטגוריה:לוקסמבורג: פוליטיקה Politics of Malawi קטגוריה:מלאווי: פוליטיקה Politics of Malaysia קטגוריה:מלזיה: פוליטיקה Politics of Mali קטגוריה:מאלי: פוליטיקה Politics of Malta קטגוריה:מלטה: פוליטיקה Politics of Mauritania פוליטיקה של מאוריטניה Politics of Mauritania קטגוריה:מאוריטניה: פוליטיקה Politics of Mexico קטגוריה:מקסיקו: פוליטיקה Politics of Moldova קטגוריה:מולדובה: פוליטיקה Politics of Mongolia פוליטיקה של מונגוליה Politics of Mongolia קטגוריה:מונגוליה: פוליטיקה Politics of Mongolia תבנית:פוליטיקה של מונגוליה Politics of Montenegro קטגוריה:מונטנגרו: פוליטיקה Politics of Morocco קטגוריה:מרוקו: פוליטיקה Politics of Mozambique קטגוריה:מוזמביק: פוליטיקה Politics of Myanmar קטגוריה:מיאנמר: פוליטיקה Politics of New Zealand פוליטיקה של ניו זילנד Politics of New Zealand קטגוריה:ניו זילנד: פוליטיקה Politics of New Zealand תבנית:פוליטיקה של ניו זילנד Politics of Nicaragua קטגוריה:ניקרגואה: פוליטיקה Politics of Nigeria קטגוריה:ניגריה: פוליטיקה Politics of North Korea פוליטיקה של קוריאה הצפונית Politics of North Korea קטגוריה:קוריאה הצפונית: פוליטיקה Politics of North Korea תבנית:פוליטיקה של קוריאה הצפונית Politics of Northern Ireland קטגוריה:צפון אירלנד: פוליטיקה Politics of Norway קטגוריה:נורווגיה: פוליטיקה Politics of Oman קטגוריה:עומאן: פוליטיקה Politics of Pakistan קטגוריה:פקיסטן: פוליטיקה Politics of Palestine תבנית:פוליטיקה של הרשות הפלסטינית Politics of Panama קטגוריה:פנמה: פוליטיקה Politics of Papua New Guinea קטגוריה:פפואה גינאה החדשה: פוליטיקה Politics of Paraguay קטגוריה:פרגוואי: פוליטיקה Politics of Peru קטגוריה:פרו: פוליטיקה Politics of Poland פוליטיקה של פולין Politics of Poland קטגוריה:פולין: פוליטיקה Politics of Portugal קטגוריה:פורטוגל: פוליטיקה Politics of Qatar פוליטיקה של קטר Politics of Qatar קטגוריה:קטר: פוליטיקה Politics of Qatar תבנית:פוליטיקה של קטר Politics of Romania קטגוריה:רומניה: פוליטיקה Politics of Russia פוליטיקה של רוסיה Politics of Russia קטגוריה:רוסיה: פוליטיקה Politics of Russia תבנית:פוליטיקה של רוסיה Politics of Saudi Arabia קטגוריה:ערב הסעודית: פוליטיקה Politics of Scotland פוליטיקה של סקוטלנד Politics of Scotland קטגוריה:סקוטלנד: פוליטיקה Politics of Senegal קטגוריה:סנגל: פוליטיקה Politics of Serbia קטגוריה:סרביה: פוליטיקה Politics of Singapore קטגוריה:סינגפור: פוליטיקה Politics of Slovakia קטגוריה:סלובקיה: פוליטיקה Politics of Slovenia קטגוריה:סלובניה: פוליטיקה Politics of Somalia קטגוריה:סומליה: פוליטיקה Politics of Somalia תבנית:פוליטיקה של סומליה Politics of South Africa קטגוריה:דרום אפריקה: פוליטיקה Politics of South Africa תבנית:פוליטיקה של דרום אפריקה Politics of South Korea קטגוריה:קוריאה הדרומית: פוליטיקה Politics of South Sudan פוליטיקה של דרום סודאן Politics of South Sudan קטגוריה:דרום סודאן: פוליטיקה Politics of Spain פוליטיקה של ספרד Politics of Spain קטגוריה:ספרד: פוליטיקה Politics of Sri Lanka קטגוריה:סרי לנקה: פוליטיקה Politics of Suriname קטגוריה:סורינאם: פוליטיקה Politics of Sweden קטגוריה:שוודיה: פוליטיקה Politics of Switzerland פוליטיקה של שווייץ Politics of Switzerland קטגוריה:שווייץ: פוליטיקה Politics of Switzerland תבנית:פוליטיקה של שווייץ Politics of Syria קטגוריה:סוריה: פוליטיקה Politics of Syria תבנית:פוליטיקה של סוריה Politics of São Tomé and Príncipe פוליטיקה של סאו טומה ופרינסיפה Politics of São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: פוליטיקה Politics of São Tomé and Príncipe תבנית:פוליטיקה של סאו טומה ופרינסיפה Politics of Tajikistan קטגוריה:טג'יקיסטן: פוליטיקה Politics of Tajikistan תבנית:פוליטיקה של טג'יקיסטן Politics of Tanzania קטגוריה:טנזניה: פוליטיקה Politics of Thailand פוליטיקה של תאילנד Politics of Thailand קטגוריה:תאילנד: פוליטיקה Politics of Togo קטגוריה:טוגו: פוליטיקה Politics of Trinidad and Tobago קטגוריה:טרינידד וטובגו: פוליטיקה Politics of Tunisia פוליטיקה של תוניסיה Politics of Tunisia קטגוריה:תוניסיה: פוליטיקה Politics of Turkey פוליטיקה של טורקיה Politics of Turkey קטגוריה:טורקיה: פוליטיקה Politics of Turkey תבנית:פוליטיקה של טורקיה Politics of Turkmenistan קטגוריה:טורקמניסטן: פוליטיקה Politics of Turkmenistan תבנית:פוליטיקה של טורקמניסטן Politics of Uganda פוליטיקה של אוגנדה Politics of Uganda קטגוריה:אוגנדה: פוליטיקה Politics of Uganda תבנית:פוליטיקה של אוגנדה Politics of Ukraine פוליטיקה של אוקראינה Politics of Ukraine קטגוריה:אוקראינה: פוליטיקה Politics of Ukraine תבנית:פוליטיקה של אוקראינה Politics of Uruguay פוליטיקה של אורוגוואי Politics of Uruguay קטגוריה:אורוגוואי: פוליטיקה Politics of Uzbekistan פוליטיקה של אוזבקיסטן Politics of Uzbekistan קטגוריה:אוזבקיסטן: פוליטיקה Politics of Uzbekistan תבנית:פוליטיקה של אוזבקיסטן Politics of Vatican City פוליטיקה של הוותיקן Politics of Venezuela קטגוריה:ונצואלה: פוליטיקה Politics of Vietnam קטגוריה:וייטנאם: פוליטיקה Politics of World War I קטגוריה:מלחמת העולם הראשונה: דיפלומטיה Politics of World War II קטגוריה:פוליטיקה במלחמת העולם השנייה Politics of Yemen פוליטיקה של תימן Politics of Yemen קטגוריה:תימן: פוליטיקה Politics of Yemen תבנית:פוליטיקה של תימן Politics of Yugoslavia קטגוריה:יוגוסלביה: פוליטיקה Politics of Zimbabwe קטגוריה:זימבבואה: פוליטיקה Politics of the Bahamas קטגוריה:איי בהאמה: פוליטיקה Politics of the Comoros קטגוריה:קומורו: פוליטיקה Politics of the Czech Republic קטגוריה:צ'כיה: פוליטיקה Politics of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: פוליטיקה Politics of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: פוליטיקה Politics of the European Union פוליטיקה של האיחוד האירופי Politics of the European Union קטגוריה:האיחוד האירופי: פוליטיקה Politics of the European Union תבנית:פוליטיקה של האיחוד האירופי Politics of the Maldives קטגוריה:המלדיביים: פוליטיקה Politics of the Marshall Islands קטגוריה:איי מרשל: פוליטיקה Politics of the Netherlands קטגוריה:הולנד: פוליטיקה Politics of the Palestinian National Authority קטגוריה:הרשות הפלסטינית: פוליטיקה Politics of the Philippines קטגוריה:הפיליפינים: פוליטיקה Politics of the Republic of China קטגוריה:הרפובליקה הסינית: פוליטיקה Politics of the Republic of Ireland פוליטיקה של אירלנד Politics of the Republic of Ireland תבנית:פוליטיקה של אירלנד Politics of the Republic of Macedonia קטגוריה:מקדוניה: פוליטיקה Politics of the Russian Empire קטגוריה:האימפריה הרוסית: פוליטיקה Politics of the Solomon Islands קטגוריה:איי שלמה: פוליטיקה Politics of the Soviet Union קטגוריה:ברית המועצות: פוליטיקה Politics of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: פוליטיקה Politics of the United Kingdom פוליטיקה של הממלכה המאוחדת Politics of the United Kingdom קטגוריה:בריטניה: פוליטיקה Politics of the United Kingdom תבנית:פוליטיקה של הממלכה המאוחדת Politics of the United States פוליטיקה של ארצות הברית Politics of the United States קטגוריה:ארצות הברית: פוליטיקה Politics of the United States תבנית:פוליטיקה של ארצות הברית Polka פולקה Polkagris מקל סבא Polkowice פולקוביצה Poll tax מס גולגולת Pollard פולארד Pollard's rho algorithm אלגוריתם rho של פולרד Pollen אבקה Pollen פולן Pollentia פולנצו Pollepel Island אי פוליפל Pollination האבקה Pollock פולוק Pollution זיהום הסביבה Pollution ספר:זיהום הסביבה Pollution קטגוריה:זיהום Pollux פולוקס Polly פולי Polly Adams פולי אדמס Polly Holliday פולי הולידיי Polly Walker פולי ווקר Pollyanna פוליאנה Polnische Schul בית הכנסת הפולני בווינה Polo פולו Polo at the Summer Olympics פולו במשחקים האולימפיים Polohy פולוהי Polokwane פולוקוואנה Polonaise פולונז Polonia Warsaw פולוניה ורשה Polonia Warsaw players קטגוריה:כדורגלני פולוניה ורשה Polonium פולוניום Polonne פולונה Polonsky פולונסקי Polotsk פולאצק Polskivinnik משתמש:Polskivinnik Poltava פולטבה Poltava Oblast פולטבה Poltava Oblast קטגוריה:מחוז פולטבה Poltergeist פולטרגייסט Polus City Center קניון פולוס Poly(methyl methacrylate) זכוכית אקרילית Polyadenylation פוליאדנילציה Polyaenus פוליאנוס Polyamine פוליאמין Polyamory פוליאמוריה Polyandry פוליאנדריה Polyarchy פוליארכיה Polyarteritis nodosa דלקת רב-עורקית קשרית Polybius פוליביוס Polyboroides איה זרונית Polycarbonate פוליקרבונט Polycarp פוליקרפוס Polychaete רב זיפיות Polychaetes קטגוריה:רב זיפיות Polychlorinated biphenyl PCB Polychrotinae פוליצרוטיים Polycrates פוליקרטס Polycrystal רב-גביש Polyculture פוליקולטורה Polycyclic aromatic hydrocarbon פחמימנים ארומטיים רב-טבעתיים Polycyclic group חבורה פולי-ציקלית Polycystic ovary syndrome תסמונת השחלות הפוליציסטיות Polycythemia פוליציטמיה Polycythemia vera פוליציטמיה Polydactyly פולידקטיליה Polydor Records פולידור רקורדס Polyester פוליאסטר Polyethylene פוליאתילן Polygamma function פונקציית פוליגמא Polygamy פוליגמיה Polygamy קטגוריה:פוליגמיה Polyglotism פוליגלוט Polygnotos פוליגנוטוס Polygon מצולע Polygonaceae ארכוביתיים Polygonaceae קטגוריה:ארכוביתיים Polygonal number מספר מצולע Polygons קטגוריה:מצולעים Polygraph פוליגרף Polygyny פוליגיניה Polyhedra קטגוריה:פאונים Polyhedron פאון Polyhydramnios ריבוי מי שפיר Polyhymnia פוליהימניה Polykarp Kusch פוליקרפ קוש Polykleitos פוליקליטוס Polymath איש אשכולות Polymer פולימר Polymer chemistry כימיה פולימרית Polymer chemistry קטגוריה:כימיה פולימרית Polymer clay חומר פולימרי Polymerase chain reaction PCR Polymerization פלמור Polymers קטגוריה:פולימרים Polymorphism פולימורפיזם Polymyalgia rheumatica כאבי שרירים רב-שיגרוניים Polymyositis פולימיוזיטיס Polynesia פולינזיה Polynesia קטגוריה:פולינזיה Polynesia תבנית:איי פולינזיה Polynesian Triangle המשולש הפולינזי Polynesian mythology קטגוריה:מיתולוגיה פולינזית Polynesian rat חולדה פולינזית Polynices פולינייקס Polynomial פולינום Polynomial hierarchy ההיררכיה הפולינומית Polynomial identity ring חוג עם זהויות Polynomial remainder theorem המשפט הקטן של בזו Polynomial ring חוג פולינומים Polynomial time סיבוכיות זמן#זמן ריצה פולינומי Polynomial-time reduction רדוקציה פולינומית Polynomials קטגוריה:פולינומים Polyomino פוליאומינו Polyp פוליפ Polyperchon פוליפרכון Polyphagia פוליפגיה Polyphasic sleep שינה פוליפאזית Polyphemus פוליפמוס Polyphony פוליפוניה Polyphony and monophony in instruments כלי נגינה הרמוניים ומלודיים Polyphyly פוליפילטיות Polypodiales שרכיים Polypropylene פוליפרופילן Polyquaternium פוליקווטרניום Polyresin פולירייזן Polyrhythm פוליריתמיקה Polysaccharide רב-סוכר Polysexuality פוליסקסואליות Polystyrene פוליסטירן Polysulfone פוליסולפון Polytechnic Museum המוזיאון הפוליטכני Polytetrafluoroethylene טפלון Polytheism פוליתאיזם Polythene Pam Polythene Pam Polytonic תבנית:פוליטוני Polyurethane פוליאוריתן Polyvinyl acetate דבק פלסטי Polyvinyl chloride פוליוויניל כלוריד Polyvinyl fluoride פוליוויניל פלואוריד Polyxenidas פוליקסינידאס Pom-pom פונפון Pom-pon פונפון Pomacanthidae קיסריים Pomacentridae שוניתיים Pomarine skua חמסן רחב-אברה Pomatias עגלול Pomegranate רימון מצוי Pomelo פומלו Pomerance פומרנץ Pomerania פומרניה Pomeranian פומרניאן Pomeranian Voivodeship פומרניה Pomeranian Voivodeship קטגוריה:פומרניה Pomezia פומציה Pomiechówek פומייחובק Pommel horse סוס סמוכות Pommes Anna פום אנה Pompei פומפיי Pompei קטגוריה:פומפיי Pompeia פומפיוס Pompeii Pompeii Pompeii פומפיי Pompeius Strabo גנאיוס פומפיוס סטראבו Pompeu Fabra פומפאו פברה Pompeu Fabra University אוניברסיטת פומפאו פברה Pompey גנאיוס פומפיוס מגנוס Pomponia Caecilia Attica קייקיליה אטיקה Pomponius Secundus פומפוניוס סקונדוס Pon de Replay Pon De Replay Ponatinib פונטיניב Poncelet–Steiner theorem משפט פונסלה-שטיינר Poncho פונצ'ו Pond בריכה Pond slider צבגון הבריכה Ponds קטגוריה:בריכות Ponevezh Rosh yeshivas קטגוריה:ראשי ישיבת פוניבז' Ponevezh Yeshiva ישיבת פוניבז' Ponevezh Yeshiva קטגוריה:ישיבת פוניבז' Ponevezh Yeshiva alumni קטגוריה:בוגרי ישיבת פוניבז' Pong פונג Ponginae פונגינאים Poniatowa concentration camp פוניאטובה Pons פונס Pons Cestius גשר קסטיוס Pons Fabricius גשר ארבעת הראשים Ponsacco פונסאקו Pont Alexandre III גשר אלכסנדר השלישי Pont Cassé פונט קסה Pont Neuf פון נף Pont Notre-Dame גשר נוטרדאם Pont Saint-Bénézet גשר סן בנזה Pont de Normandie פון דה נורמנדי Pont de pierre פונט דה פייר Pont des Arts פון דז אר Pont du Gard פון דו גאר Pont-Aven פונט אוון Ponta Delgada פונטה דלגדה Pontcysyllte Aqueduct אמת פונטקיסילטה Ponte פונטה Ponte City Apartments מגדל פונטה Ponte Sant'Angelo גשר סנטאנג'לו Ponte Santa Trinita גשר סנטה טריניטה Ponte Vecchio פונטה וקיו Ponte dell'Accademia גשר האקדמיה Ponte della Costituzione גשר החוקה Ponte della Libertà גשר החירות Ponte delle Tette גשר הציצים Pontederiaceae פונטדריים Pontic Greeks יוונים פונטים Pontic Mountains הרי הפונטוס Pontifex Maximus פונטיפקס מקסימוס Pontifical Anthem המנון הוותיקן Pontifical Biblical Institute המכון האפיפיורי למקרא Pontifical Gregorian University האוניברסיטה האפיפיורית הגרגוריאנית Pontifical university אוניברסיטה אפיפיורית Pontius Pilate פונטיוס פילאטוס Ponton פונטון Pontoon bridge גשר צף Pontus פונטוס Pontus קטגוריה:פונטוס Pontus Wernbloom פונטוס ורנבלום Pony פוני Pony Express פוני אקספרס Ponyo פוניו על הצוק ליד הים Ponytail קוקו Ponzi scheme הונאת פונזי Poodle פודל Poogy Tales סיפורי פוגי Poogy in A Pita פוגי בפיתה Pooh's Grand Adventure: The Search for Christopher Robin פו הדב: ההרפתקה הגדולה ביותר Pooh's Heffalump Movie פו הדב: סיפורו של פיל נפיל Pool פול Pool of Bethesda בריכות הצאן Pool of London הבריכה של לונדון Pool of Siloam בריכת השילוח Poole–Frenkel effect אפקט פול פרנקל Poor tithe מעשר עני Pop פופ Pop Life Pop Life Pop Rocks סוכרייה קופצת Pop art פופ ארט Pop art קטגוריה:פופ ארט Pop artists קטגוריה:אמני פופ ארט Pop ballads קטגוריה:בלדות פופ Pop icon אייקון פופ Pop music מוזיקת פופ Pop music קטגוריה:פופ Pop music groups קטגוריה:להקות פופ Pop punk פופ פאנק Pop punk groups קטגוריה:להקות פופ פאנק Pop rock פופ רוק Pop rock groups קטגוריה:להקות פופ רוק Pop rock songs קטגוריה:שירי פופ רוק Pop singers קטגוריה:זמרי פופ Pop-up ad פופ אפ Pop-up book ספר פופ-אפ Popcorn פופקורן Popcorn Sutton מרווין סאטן Popcorn Time Popcorn Time Popcorn maker מכונת פופקורן Pope אפיפיור Pope Adeodatus I אדאודטוס הראשון Pope Adeodatus II אדאודטוס השני Pope Adrian I אדריאנוס הראשון Pope Adrian III אדריאנוס השלישי Pope Adrian IV אדריאנוס הרביעי Pope Adrian VI אדריאנוס השישי Pope Agapetus I אגאפטוס הראשון Pope Alexander I אלכסנדר הראשון Pope Alexander III אלכסנדר השלישי Pope Alexander VI אלכסנדר השישי Pope Alexander VII אלכסנדר השביעי Pope Anacletus אנקלטוס Pope Anastasius I אנסטסיוס הראשון Pope Anastasius II אנסטסיוס השני Pope Anicetus אניקטוס Pope Anterus אנטרוס Pope Benedict I בנדיקטוס הראשון Pope Benedict IX בנדיקטוס התשיעי Pope Benedict XI בנדיקטוס האחד עשר Pope Benedict XII בנדיקטוס השנים עשר Pope Benedict XIV בנדיקטוס הארבעה עשר Pope Benedict XV בנדיקטוס החמישה עשר Pope Benedict XVI בנדיקטוס השישה עשר Pope Boniface I בוניפקיוס הראשון Pope Boniface II בוניפקיוס השני Pope Boniface III בוניפקיוס השלישי Pope Boniface IV בוניפקיוס הרביעי Pope Boniface IX בוניפקיוס התשיעי Pope Boniface V בוניפקיוס החמישי Pope Boniface VIII בוניפקיוס השמיני Pope Caius קאיוס Pope Callixtus I קליקסטוס הראשון Pope Celestine I סלסטינוס הראשון Pope Celestine II סלסטינוס השני Pope Celestine III סלסטינוס השלישי Pope Celestine IV סלסטינוס הרביעי Pope Celestine V סלסטינוס החמישי Pope Clement קלמנס Pope Clement I קלמנס הראשון Pope Clement II קלמנס השני Pope Clement V קלמנס החמישי Pope Clement VI קלמנס השישי Pope Clement VII קלמנס השביעי Pope Clement VIII קלמנס השמיני Pope Clement XI קלמנס האחד עשר Pope Clement XII קלמנס השנים עשר Pope Clement XIV קלמנס הארבעה עשר Pope Conon קונון Pope Constantine קונסטנטינוס Pope Cornelius קורנליוס Pope Damasus I דמסוס הראשון Pope Damasus II דמסוס השני Pope Dionysius דיוניסיוס Pope Donus דונוס Pope Eleuterus אלאוטריוס Pope Eugene I אאוגניוס הראשון Pope Eutychian אאוטיכיאנוס Pope Evaristus אווריסטוס Pope Fabian פביאנוס Pope Felix I פליקס הראשון Pope Felix III פליקס השלישי Pope Felix IV פליקס הרביעי Pope Formosus פורמוסוס Pope Francis פרנציסקוס Pope Gelasius I גלסיוס הראשון Pope Gregory I גרגוריוס הראשון Pope Gregory II גרגוריוס השני Pope Gregory III גרגוריוס השלישי Pope Gregory IX גרגוריוס התשיעי Pope Gregory VI גרגוריוס השישי Pope Gregory VII גרגוריוס השביעי Pope Gregory VIII גרגוריוס השמיני Pope Gregory X גרגוריוס העשירי Pope Gregory XI גרגוריוס האחד עשר Pope Gregory XII גרגוריוס השנים עשר Pope Gregory XIII גרגוריוס השלושה עשר Pope Gregory XV גרגוריוס החמישה עשר Pope Gregory XVI גרגוריוס השישה עשר Pope Hilarius הילריוס Pope Honorius I הונוריוס הראשון Pope Honorius III הונוריוס השלישי Pope Hormisdas הורמיסדס Pope Hyginus היגינוס Pope Innocent I אינוקנטיוס הראשון Pope Innocent III אינוקנטיוס השלישי Pope Innocent IV אינוקנטיוס הרביעי Pope Innocent IX אינוקנטיוס התשיעי Pope Innocent VI אינוקנטיוס השישי Pope Innocent VIII אינוקנטיוס השמיני Pope Innocent X אינוקנטיוס העשירי Pope Joan האפיפיורית יוהנה Pope John I יוחנן הראשון Pope John II יוחנן השני Pope John III יוחנן השלישי Pope John IV יוחנן הרביעי Pope John Paul I יוחנן פאולוס הראשון Pope John Paul II יוחנן פאולוס השני Pope John Paul II קטגוריה:יוחנן פאולוס השני Pope John VI יוחנן השישי Pope John XII יוחנן השנים עשר Pope John XXI יוחנן העשרים ואחד Pope John XXII יוחנן העשרים ושניים Pope John XXIII יוחנן העשרים ושלושה Pope Julius I יוליוס הראשון Pope Julius II יוליוס השני Pope Julius III יוליוס השלישי Pope Leo לאו Pope Leo I לאו הראשון Pope Leo III לאו השלישי Pope Leo IX לאו התשיעי Pope Leo X לאו העשירי Pope Leo XII לאו השנים עשר Pope Leo XIII לאו השלושה-עשר Pope Liberius ליבריוס Pope Linus לינוס הקדוש Pope Lucius I לוקיוס הראשון Pope Lucius II לוקיוס השני Pope Marcellinus מרקלינוס Pope Marcellus I מרקלוס הראשון Pope Marcellus II מרקלוס השני Pope Mark מרקוס Pope Martin I מרטינוס הראשון Pope Martin V מרטינוס החמישי Pope Miltiades מילטיאדס Pope Nicholas I ניקולאוס הראשון Pope Nicholas II ניקולאס השני Pope Nicholas V ניקולאס החמישי Pope Paul III פאולוס השלישי Pope Paul III and His Grandsons פאולוס השלישי ונכדיו אלסאנדרו ואוטאביו פארנזה Pope Paul IV פאולוס הרביעי Pope Paul V פאולוס החמישי Pope Paul VI פאולוס השישי Pope Pelagius I פלגיוס הראשון Pope Pelagius II פלגיוס השני Pope Pius I פיוס הראשון Pope Pius II פיוס השני Pope Pius III פיוס השלישי Pope Pius IV פיוס הרביעי Pope Pius IX פיוס התשיעי Pope Pius V פיוס החמישי Pope Pius VI פיוס השישי Pope Pius VII פיוס השביעי Pope Pius X פיוס העשירי Pope Pius XI פיוס האחד עשר Pope Pius XII פיוס השנים עשר Pope Pius XII קטגוריה:פיוס השנים עשר Pope Pius XII and the Holocaust קטגוריה:הוותיקן בשואה Pope Pontian פונטיאנוס Pope Sabinian סאביניאנוס Pope Sergius III סרגיוס השלישי Pope Severinus סוורינוס Pope Shenouda III of Alexandria שנודה השלישי Pope Silverius סילבריוס Pope Simplicius סימפליקיוס Pope Siricius סיריקיוס Pope Sixtus I סיקסטוס הראשון Pope Sixtus II סיקסטוס השני Pope Sixtus III סיקסטוס השלישי Pope Sixtus IV סיקסטוס הרביעי Pope Sixtus V סיקסטוס החמישי Pope Soter סוטריוס Pope Stephen I סטפנוס הראשון Pope Stephen II סטפנוס השני Pope Stephen III סטפנוס השלישי Pope Stephen V סטפנוס החמישי Pope Sylvester I סילבסטר הראשון Pope Sylvester II סילבסטר השני Pope Symmachus סימכוס Pope Tawadros II of Alexandria תאודורוס השני Pope Telesphorus טלספורוס Pope Theodore I תאודורוס הראשון Pope Urban I אורבנוס הראשון Pope Urban II אורבנוס השני Pope Urban III אורבנוס השלישי Pope Urban IV אורבנוס הרביעי Pope Urban V אורבנוס החמישי Pope Urban VI אורבנוס השישי Pope Urban VIII אורבנוס השמיני Pope Victor I ויקטור הראשון Pope Victor II ויקטור השני Pope Vigilius ויגיליוס Pope Vitalian ויטאליאן Pope Zachary זכריאס Pope Zephyrinus זפירינוס Pope Zosimus זוסימוס Pope-elect Stephen האפיפיור הנבחר סטפנוס Popemobile פופמוביל Popes קטגוריה:אפיפיורים Popes by century קטגוריה:אפיפיורים לפי מאות Popes by nationality קטגוריה:אפיפיורים לפי מוצא Popes who abdicated קטגוריה:אפיפיורים שהתפטרו Popeye פופאי Popeye פופאי המלח Popeye תבנית:פופאי Popeye and Son פופאי ובנו Popliteal artery עורק בית הברך Popocatépetl פופוקטפטל Popolitica פופוליטיקה Poposaurus פופוזאורוס Popov פופוב Popovici פופוביץ' Popović פופוביץ' Popper פופר Poppers פופרס Poppy Delevingne פופי דלווין Poppy seed פרג Poprad פופרד Pops Foster פופס פוסטר Pops Mensah-Bonsu פופס מנסה-בונסו Popski's Private Army צבאו הפרטי של פופסקי Popular Front for the Liberation of Palestine החזית העממית לשחרור פלסטין Popular Front for the Liberation of Palestine קטגוריה:החזית העממית לשחרור פלסטין Popular Front for the Liberation of Palestine members קטגוריה:פעילי החזית העממית לשחרור פלסטין Popular Front for the Liberation of Palestine – General Command החזית העממית לשחרור פלסטין - המפקדה הכללית Popular Republican Movement התנועה הרפובליקנית העממית Popular Resistance Committees ועדות ההתנגדות העממית Popular Song Popular Song Popular culture קטגוריה:תרבות פופולרית Popular culture תרבות פופולרית Popular music מוזיקה פופולרית Popular psychology פסיכולוגיה פופולרית Popular science מדע פופולרי Popular science books קטגוריה:ספרי מדע פופולרי Populares פופולארים Populated coastal places קטגוריה:ערי חוף Populated coastal places by country קטגוריה:ערי חוף לפי מדינה Populated coastal places in Albania קטגוריה:אלבניה: ערי חוף Populated coastal places in Argentina קטגוריה:ארגנטינה: ערי חוף Populated coastal places in Australia קטגוריה:אוסטרליה: ערי חוף Populated coastal places in Barbados קטגוריה:ברידג'טאון Populated coastal places in Belgium קטגוריה:בלגיה: ערי חוף Populated coastal places in Brazil קטגוריה:ברזיל: ערי חוף Populated coastal places in Canada קטגוריה:קנדה: ערי חוף Populated coastal places in Chile קטגוריה:צ'ילה: ערי חוף Populated coastal places in China קטגוריה:סין: ערי חוף Populated coastal places in Croatia קטגוריה:קרואטיה: ערי חוף Populated coastal places in Cyprus קטגוריה:קפריסין: ערי חוף Populated coastal places in Egypt קטגוריה:מצרים: ערי חוף Populated coastal places in Finland קטגוריה:פינלנד: ערי חוף Populated coastal places in France קטגוריה:צרפת: ערי חוף Populated coastal places in Georgia קטגוריה:גאורגיה: ערי חוף Populated coastal places in Germany קטגוריה:גרמניה: ערי חוף Populated coastal places in Greece קטגוריה:יוון: ערי חוף Populated coastal places in Iceland קטגוריה:איסלנד: ערי חוף Populated coastal places in India קטגוריה:הודו: ערי חוף Populated coastal places in Indonesia קטגוריה:אינדונזיה: ערי חוף Populated coastal places in Israel קטגוריה:ישראל: ערי חוף Populated coastal places in Italy קטגוריה:איטליה: ערי חוף Populated coastal places in Japan קטגוריה:יפן: ערי חוף Populated coastal places in Latvia קטגוריה:לטביה: ערי חוף Populated coastal places in Libya קטגוריה:לוב: ערי חוף Populated coastal places in Mexico קטגוריה:מקסיקו: ערי חוף Populated coastal places in Morocco קטגוריה:מרוקו: ערי חוף Populated coastal places in New Zealand קטגוריה:ניו זילנד: ערי חוף Populated coastal places in Norway קטגוריה:נורווגיה: ערי חוף Populated coastal places in Portugal קטגוריה:פורטוגל: ערי חוף Populated coastal places in Russia קטגוריה:רוסיה: ערי חוף Populated coastal places in Saudi Arabia קטגוריה:ערב הסעודית: ערי חוף Populated coastal places in Senegal קטגוריה:סנגל: ערי חוף Populated coastal places in South Africa קטגוריה:דרום אפריקה: ערי חוף Populated coastal places in Spain קטגוריה:ספרד: ערי חוף Populated coastal places in Sweden קטגוריה:שוודיה: ערי חוף Populated coastal places in Tanzania קטגוריה:טנזניה: ערי חוף Populated coastal places in Tunisia קטגוריה:תוניסיה: ערי חוף Populated coastal places in Turkey קטגוריה:טורקיה: ערי חוף Populated coastal places in Ukraine קטגוריה:אוקראינה: ערי חוף Populated coastal places in Vietnam קטגוריה:וייטנאם: ערי חוף Populated coastal places in the Netherlands קטגוריה:הולנד: ערי חוף Populated coastal places in the Republic of Ireland קטגוריה:אירלנד: ערי חוף Populated coastal places in the United Kingdom קטגוריה:בריטניה: ערי חוף Populated coastal places in the United States קטגוריה:ארצות הברית: ערי חוף Populated places קטגוריה:יישובים בעולם Populated places by continent קטגוריה:יישובים לפי יבשת Populated places by country קטגוריה:יישובים לפי מדינה Populated places in Andorra קטגוריה:אנדורה: ערים Populated places in Aragon קטגוריה:אראגון: ערים Populated places in Argentina by province קטגוריה:ערים בארגנטינה לפי פרובינציה Populated places in Asia קטגוריה:אסיה: יישובים Populated places in Asturias קטגוריה:אסטוריאס: ערים Populated places in Austria by state קטגוריה:מדינות אוסטריה: ערים Populated places in Bahrain קטגוריה:בחריין: יישובים Populated places in Belarus קטגוריה:בלארוס: יישובים Populated places in Bermuda קטגוריה:ברמודה: ערים Populated places in Blagoevgrad Province קטגוריה:ערי מחוז בלגואבגרד Populated places in Bolivia קטגוריה:בוליביה: ערים Populated places in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: יישובים Populated places in Brazil by state קטגוריה:ערים בברזיל לפי מדינה Populated places in Brest Region קטגוריה:ברסט: יישובים Populated places in Bulgaria by province קטגוריה:בולגריה: ערים לפי מחוז Populated places in Burgas Province קטגוריה:ערי מחוז בורגס Populated places in Cape Verde קטגוריה:כף ורדה: ערים Populated places in Catamarca Province קטגוריה:קטמרקה: ערים Populated places in Central District קטגוריה:יישובים במחוז המרכז Populated places in Chaco Province קטגוריה:צ'אקו: ערים Populated places in Cherkasy Oblast קטגוריה:צ'רקאסי: יישובים Populated places in Chernivtsi Oblast קטגוריה:צ'רנוביץ: יישובים Populated places in Colorado קטגוריה:קולורדו: ערים Populated places in Corrientes Province קטגוריה:קוריינטס: ערים Populated places in Denmark קטגוריה:דנמרק: יישובים Populated places in Dobrich Province קטגוריה:ערי מחוז דובריץ' Populated places in Dominica קטגוריה:דומיניקה: ערים Populated places in East Timor קטגוריה:מזרח טימור: ערים Populated places in England קטגוריה:אנגליה: יישובים Populated places in Europe קטגוריה:אירופה: יישובים Populated places in Extremadura קטגוריה:אקסטרמדורה: ערים Populated places in Formosa Province קטגוריה:פורמוסה: ערים Populated places in Gabon קטגוריה:גבון: ערים Populated places in Gabrovo Province קטגוריה:ערי מחוז גברובו Populated places in Galicia קטגוריה:גליסיה: ערים Populated places in Galápagos Province קטגוריה:איי גלאפגוס: יישובים Populated places in Georgia קטגוריה:גאורגיה: יישובים Populated places in Gomel Region קטגוריה:הומל: יישובים Populated places in Greenland קטגוריה:גרינלנד: ערים Populated places in Grenada קטגוריה:גרנדה: ערים Populated places in Grodno Region קטגוריה:הורדנה: יישובים Populated places in Haifa District קטגוריה:יישובים במחוז חיפה Populated places in Haskovo Province קטגוריה:ערי מחוז חאסקובו Populated places in Israel קטגוריה:ישראל: יישובים Populated places in Israel by district קטגוריה:יישובים ישראליים לפי מחוז Populated places in Ivano-Frankivsk Oblast קטגוריה:איוונו-פרנקיבסק: יישובים Populated places in Jamaica קטגוריה:ג'מייקה: ערים Populated places in Jerusalem District קטגוריה:יישובים במחוז ירושלים Populated places in Kardzhali Province קטגוריה:ערי מחוז קרדז'אלי Populated places in Khmelnytskyi Oblast קטגוריה:חמלניצקי: יישובים Populated places in Kiribati קטגוריה:קיריבטי: ערים Populated places in Kyustendil Province קטגוריה:ערי מחוז קיוסטנדיל Populated places in La Pampa Province קטגוריה:לה פמפה: ערים Populated places in Lithuania קטגוריה:ליטא: יישובים Populated places in Lovech Province קטגוריה:ערי מחוז לובץ' Populated places in Lviv Oblast קטגוריה:לבוב: יישובים Populated places in Mali קטגוריה:מאלי: ערים Populated places in Mauritius קטגוריה:מאוריציוס: ערים Populated places in Minsk Region קטגוריה:מינסק: יישובים Populated places in Mogilev Region קטגוריה:מוהילב: יישובים Populated places in Montana Province קטגוריה:ערי מחוז מונטנה Populated places in Montenegro קטגוריה:מונטנגרו: ערים Populated places in Mozambique קטגוריה:מוזמביק: ערים Populated places in New Zealand קטגוריה:ניו זילנד: ערים Populated places in Northern Cyprus קטגוריה:הרפובליקה הטורקית של צפון קפריסין: ערים Populated places in Northern District קטגוריה:יישובים במחוז הצפון Populated places in Northern Ireland קטגוריה:צפון אירלנד: ערים Populated places in Nova Scotia קטגוריה:נובה סקוטיה: ערים Populated places in Nunavut קטגוריה:נונאווט: ערים Populated places in Ontario קטגוריה:אונטריו: ערים Populated places in Pakistan קטגוריה:פקיסטן: ערים Populated places in Panama קטגוריה:פנמה: ערים Populated places in Paraguay קטגוריה:פרגוואי: ערים Populated places in Pazardzhik Province קטגוריה:ערי מחוז פאזארדז'יק Populated places in Pernambuco קטגוריה:פרנמבוקו: ערים Populated places in Pernik Province קטגוריה:ערי מחוז פרניק Populated places in Pleven Province קטגוריה:ערי מחוז פלבן Populated places in Plovdiv Province קטגוריה:ערי מחוז פלובדיב Populated places in Poland קטגוריה:פולין: יישובים Populated places in Portugal קטגוריה:פורטוגל: ערים Populated places in Razgrad Province קטגוריה:ערי מחוז ראזגרד Populated places in Rio Grande do Sul קטגוריה:ריו גראנדה דו סול: ערים Populated places in Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו: ערים Populated places in Rivne Oblast קטגוריה:רובנו: יישובים Populated places in Romania קטגוריה:רומניה: יישובים Populated places in Ruse Province קטגוריה:ערי מחוז רוסה Populated places in Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: ערים Populated places in San Luis Province קטגוריה:סן לואיס: ערים Populated places in Santiago del Estero Province קטגוריה:סנטיאגו דל אסטרו: ערים Populated places in Serbia קטגוריה:סרביה: ערים Populated places in Seychelles קטגוריה:סיישל: ערים Populated places in Shumen Province קטגוריה:ערי מחוז שומן Populated places in Silistra Province קטגוריה:ערי מחוז סיליסטרה Populated places in Smolyan Province קטגוריה:ערי מחוז סמוליאן Populated places in Sofia Province קטגוריה:ערי מחוז סופיה Populated places in Southern District קטגוריה:יישובים במחוז הדרום Populated places in Suriname קטגוריה:סורינאם: ערים Populated places in Sweden קטגוריה:שוודיה: יישובים Populated places in São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: ערים Populated places in Targovishte Province קטגוריה:ערי מחוז טרגובישטה Populated places in Tel Aviv District קטגוריה:יישובים במחוז תל אביב Populated places in Ternopil Oblast קטגוריה:טרנופול: יישובים Populated places in Togo קטגוריה:טוגו: ערים Populated places in Tonga קטגוריה:טונגה: ערים Populated places in Turkmenistan קטגוריה:טורקמניסטן: יישובים Populated places in Tuvalu קטגוריה:טובאלו: יישובים Populated places in Ukraine קטגוריה:אוקראינה: יישובים Populated places in Uruguay קטגוריה:אורוגוואי: ערים Populated places in Uzbekistan קטגוריה:אוזבקיסטן: ערים Populated places in Varna Province קטגוריה:ערי מחוז וארנה Populated places in Veliko Tarnovo Province קטגוריה:ערי מחוז וליקו טרנובו Populated places in Vidin Province קטגוריה:ערי מחוז וידין Populated places in Vinnytsia Oblast קטגוריה:ויניצה: יישובים Populated places in Vitebsk Region קטגוריה:ויטבסק: יישובים Populated places in Volyn Oblast קטגוריה:ווהלין: יישובים Populated places in Vratsa Province קטגוריה:ערי מחוז וראצה Populated places in Western Sahara קטגוריה:סהרה המערבית: ערים Populated places in Yambol Province קטגוריה:ערי מחוז ימבול Populated places in Zakarpattia Oblast קטגוריה:זקרפטיה: יישובים Populated places in Zambia קטגוריה:זמביה: ערים Populated places in Zhytomyr Oblast קטגוריה:ז'יטומיר: יישובים Populated places in the Bahamas קטגוריה:איי בהאמה: ערים Populated places in the British Virgin Islands קטגוריה:איי הבתולה הבריטיים: ערים Populated places in the Caucasus קטגוריה:קווקז: יישובים Populated places in the Comoros קטגוריה:קומורו: ערים Populated places in the Faroe Islands קטגוריה:איי פארו: יישובים Populated places in the Federated States of Micronesia קטגוריה:מיקרונזיה: ערים Populated places in the Gambia קטגוריה:גמביה: ערים Populated places in the Golan Heights קטגוריה:יישובים ברמת הגולן Populated places in the Ionian Islands קטגוריה:יישובים במחוז האיים היוניים Populated places in the Marshall Islands קטגוריה:איי מרשל: ערים Populated places in the Northern Territory קטגוריה:הטריטוריה הצפונית: ערים Populated places in the Region of Murcia קטגוריה:מורסיה: ערים Populated places in the Republic of the Congo קטגוריה:הרפובליקה של קונגו: יישובים Populated places in the Solomon Islands קטגוריה:איי שלמה: ערים Populated places in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: ערי חוף Populated places in the United States קטגוריה:ארצות הברית: יישובים Populated places in the United States Virgin Islands קטגוריה:איי הבתולה של ארצות הברית: ערים Populated places in the West Bank קטגוריה:יישובים ביהודה ושומרון Populated places on Lake Geneva קטגוריה:יישובים לחוף אגם ז'נבה Populated places on the Caspian Sea קטגוריה:הים הכספי: יישובים Populated places on the Danube קטגוריה:ערי נמל על הדנובה Populated places on the Rhône קטגוריה:עמק הרון: ערים Population אוכלוסייה Population and Immigration Administration of Border Crossings רשות האוכלוסין וההגירה Population density צפיפות אוכלוסייה Population exchange between Greece and Turkey חילופי האוכלוסין בין יוון וטורקיה Population genetics גנטיקה של אוכלוסיות Population growth ריבוי טבעי Population inversion היפוך אוכלוסייה Population pyramid פירמידת גילאים Population transfer טרנספר Populism פופוליזם Populus צפצפה Populus euphratica צפצפת הפרת Populus tremuloides צפצפה רעדנית Por una Cabeza Por una cabeza Porajmos השמדת הצוענים במלחמת העולם השנייה Porat פורת Porat Yosef Yeshiva ישיבת פורת יוסף Poraz פורז Porazava פורזבה Porcelain חרסינה Porcelain tile אריח קרמיקה Porcellio scaber טחבית מצויה Porcellionidae קטגוריה:טחביתיים Porcia Catonis פורקיה קאטוניס Porcius Festus פורקיוס פסטוס Porcsalma פורצ'למה Porcupine Tree פורקיופיין טרי Porcupine Tree קטגוריה:פורקיופיין טרי Porcupine Tree albums קטגוריה:אלבומי פורקיופיין טרי Pordenone פורדנונה Pordoi Pass מעבר פורדוי Poreč פורץ' Porfirio Díaz פורפיריו דיאס Porfirio Lobo Sosa פורפיריו לובו סוסה Porgy and Bess פורגי ובס Pori פורי Poria פוריה Poria Illit פוריה עילית Poria – Kfar Avoda פוריה - כפר עבודה Poria – Neve Oved פוריה - נווה עובד Poriferans קטגוריה:ספוגיים Porin פורין Porisov חסידות פוריסוב Pork בשר חזיר Pork קטגוריה:מאכלי בשר חזיר Porky Pig פורקי פיג Pornographic film סרט פורנוגרפי Pornographic film actors קטגוריה:שחקני פורנוגרפיה Pornographic magazines קטגוריה:כתבי עת פורנוגרפיים Pornography פורנוגרפיה Pornography קטגוריה:פורנוגרפיה Porphyria פורפיריה Porphyritic מרקם פורפירי Porphyroblast פורפירובלסט Porphyry פורפיר Porphyry פורפיריוס Porpoise פוקניים Porpoises קטגוריה:פוקניים Porrentruy פורנטרוי Porrex I מלך בריטניה פורקס הראשון Porridge דייסה Porsche פורשה Porsche 356 פורשה 356 Porsche 550 פורשה 550 Porsche 904 פורשה 904 Porsche 911 פורשה 911 Porsche 917 פורשה 917 Porsche 918 פורשה 918 Porsche 919 Hybrid פורשה 919 הייבריד Porsche 924 פורשה 924 Porsche 928 פורשה 928 Porsche 944 פורשה 944 Porsche 956 פורשה 956 Porsche 959 פורשה 959 Porsche 968 פורשה 968 Porsche Boxster/Cayman פורשה בוקסטר Porsche Carrera GT פורשה קאררה GT Porsche Cayenne פורשה קאיין Porsche Cayman פורשה קאיימן Porsche Macan פורשה מאקאן Porsche Panamera פורשה פאנאמרה Porsche vehicles קטגוריה:רכבי פורשה Port נמל Port פורט Port Arthur massacre טבח פורט ארתור Port Augusta פורט אוגוסטה Port Authority of New York and New Jersey רשות הנמלים של ניו יורק וניו ג'רזי Port Bell פורט בל Port Blair פורט בלייר Port Elizabeth פורט אליזבת Port Fuad פורט פואד Port Harcourt פורט הרקורט Port Harcourt International Airport נמל התעופה הבינלאומי של פורט הרקורט Port Howard פורט הווארד Port Isaac פורט איזאק Port Jackson מפרץ ג'קסון Port Jackson shark כריש מפרץ ג'קסון Port Lincoln פורט לינקולן Port Lligat פורט ליגאט Port Lockroy פורט לוקרוי Port Louis פור לואי Port Maria פורט מריה Port Moresby פורט מורסבי Port Phillip פורט פיליפ Port Pirie פורט פירי Port Said פורט סעיד Port Said קטגוריה:פורט סעיד Port Sudan פורט סודאן Port Vila פורט וילה Port and starboard ימין ושמאל בכלי שיט Port cities and towns קטגוריה:ערי נמל Port cities and towns in Belgium קטגוריה:בלגיה: ערי נמל Port cities and towns in Bulgaria קטגוריה:בולגריה: ערי נמל Port cities and towns in Canada קטגוריה:קנדה: ערי נמל Port cities and towns in Denmark קטגוריה:דנמרק: ערי נמל Port cities and towns in Finland קטגוריה:פינלנד: ערי נמל Port cities and towns in France קטגוריה:צרפת: ערי נמל Port cities and towns in Germany קטגוריה:גרמניה: ערי נמל Port cities and towns in Greece קטגוריה:יוון: ערי נמל Port cities and towns in Italy קטגוריה:איטליה: ערי נמל Port cities and towns in Lebanon קטגוריה:לבנון: ערי חוף Port cities and towns in Norway קטגוריה:נורווגיה: ערי נמל Port cities and towns in Poland קטגוריה:פולין: ערי נמל Port cities and towns in Portugal קטגוריה:פורטוגל: ערי נמל Port cities and towns in Romania קטגוריה:רומניה: ערי נמל Port cities and towns in Russia קטגוריה:רוסיה: ערי נמל Port cities and towns in South Korea קטגוריה:קוריאה הדרומית: ערי נמל Port cities and towns in Spain קטגוריה:ספרד: ערי נמל Port cities and towns in Sri Lanka קטגוריה:סרי לנקה: ערי נמל Port cities and towns in Sweden קטגוריה:שוודיה: ערי נמל Port cities and towns in Turkey קטגוריה:טורקיה: ערי נמל Port cities and towns in Ukraine קטגוריה:אוקראינה: ערי נמל Port cities and towns in the Netherlands קטגוריה:הולנד: ערי נמל Port cities and towns in the Republic of Ireland קטגוריה:אירלנד: ערי נמל Port cities and towns in the United Kingdom קטגוריה:בריטניה: ערי נמל Port cities by continent קטגוריה:ערי נמל לפי יבשת Port cities in Asia קטגוריה:אסיה: ערי נמל Port cities in Australia קטגוריה:אוסטרליה: ערי נמל Port cities in Europe קטגוריה:אירופה: ערי נמל Port cities in India קטגוריה:הודו: ערי נמל Port cities in Oceania קטגוריה:אוקיאניה: ערי נמל Port cities in the Americas קטגוריה:אמריקה: ערי נמל Port city עיר נמל Port forwarding Port Forwarding Port mirroring שיקוף פורט Port of Ashdod נמל אשדוד Port of Beirut נמל ביירות Port of Eilat נמל אילת Port of Haifa נמל חיפה Port of Hamburg נמל המבורג Port of London נמל לונדון Port of Long Beach נמל לונג ביץ' Port of Rotterdam נמל רוטרדם Port of Singapore נמל סינגפור Port of Spain פורט אוף ספיין Port scanner סורק פורטים Port settlements in Chile קטגוריה:צ'ילה: ערי נמל Port settlements in Japan קטגוריה:יפן: ערי נמל Port wine פורט Port-Gentil פורט-גנטיל Port-Royal-des-Champs Abbey פור רויאל Port-au-Prince פורט-או-פרנס Port-au-Prince קטגוריה:פורט-או-פרנס Porta Capena פורטה קאפנה Porta Latina שער לטינה Porta Nigra פורטה ניגרה Porta Pia שער פיה Porta Pinciana שער פינצ'יאנה Porta Portese שער פורטואנסיס Porta Salaria שער סאלאריה Porta San Sebastiano שער סן סבסטיאנו Porta Tiburtina שער טיבורטינה Portable Document Format Portable Document Format Portable Executable Portable Executable Portable Network Graphics PNG Portable media player נגן מדיה נייד Portable media players קטגוריה:נגני מולטימדיה ניידים Portable stove גזייה Portal ויקיפדיה:פורטל Portal פורטל Portal תבנית:פורטל Portal 2 Portal 2 Portal vein וריד שער הכבד Portal vein thrombosis פקקת וריד השער Portal venous system וריד שער Portals קטגוריה:פורטלים Portals by country קטגוריה:פורטלי מדינות Portamento פורטמנטו Portcullis שער מתרומם Portcullis House בית פורטקליס Porte Saint-Denis שער סן דני Porte de Vincennes siege הפיגוע במרכול היהודי בפריז Porter פורטר Porter's five forces analysis חמשת הכוחות של פורטר Portfolio תיק השקעות Porthidium nasutum צפעון חזירי מקורנן Portia Simpson-Miller פורשיה סימפסון-מילר Portia de Rossi פורשיה דה רוסי Portico פורטיקו Porticus Octavia האכסדרה האוקטביאנית Porticus Octaviae אכסדרת אוקטביה Porting Porting Portishead פורטיסהד Portkey מפתח מעבר Portland פורטלנד Portland Timbers players קטגוריה:כדורגלני פורטלנד טימברס Portland Trail Blazers פורטלנד טרייל בלייזרס Portland Trail Blazers head coaches קטגוריה:מאמני פורטלנד טרייל בלייזרס Portland Trail Blazers players קטגוריה:כדורסלני פורטלנד טרייל בלייזרס Portland Vase אגרטל פורטלנד Portland cement צמנט פורטלנד Portlet פורטלט Portman פורטמן Portman Road פורטמן רוד Portmanteau הלחם בסיסים Porto פורטו Porto קטגוריה:פורטו Porto Alegre פורטו אלגרה Porto Alegre קטגוריה:פורטו אלגרה Porto Cervo פורטו צ'רבו Porto Grande פורטו גרנדה Porto Santo Island פורטו סנטו Porto Torres פורטו טורס Porto Velho פורטו וליו Porto Venere פורטו ונרה Porto-Novo פורטו נובו Portobello פורטובלו Portobello Road שוק פורטובלו Portofino פורטופינו Portolan chart פורטולאנו Portolá expedition משלחת פורטולה Portrait דיוקן Portrait miniature דיוקן מיניאטורי Portrait of Adele Bloch-Bauer I דיוקנה הראשון של אדלה בלוך-באואר Portrait of Doge Leonardo Loredan דיוקן הדוג'ה לאונרדו לורדאן Portrait of Dr. Gachet דיוקנו של ד"ר גאשה Portrait of Emile Zola דיוקן אמיל זולא Portrait of Juan de Pareja דיוקנו של חואן דה פארחה Portrait of Pope Julius II דיוקן האפיפיור יוליוס השני Portrait of an American Family Portrait of an American Family Portrait of the Vendramin Family דיוקן משפחת ונדראמין Portraits קטגוריה:דיוקנאות Portraits of women קטגוריה:דיוקנאות נשים Ports and harbours קטגוריה:נמלים Ports and harbours in Europe קטגוריה:אירופה: נמלים Ports and harbours of Israel קטגוריה:ישראל: נמלים ימיים Ports and harbours of the Black Sea קטגוריה:הים השחור: יישובים Portsea Island פורטסי Portsmouth פורטסמות' Portsmouth קטגוריה:פורטסמות' Portsmouth F.C. פורטסמות' Portsmouth F.C. managers קטגוריה:מאמני פורטסמות' Portsmouth F.C. players קטגוריה:כדורגלני פורטסמות' Portsmouth Harbour נמל פורטסמות' Portugal פורטוגל Portugal קטגוריה:פורטוגל Portugal Belmonte בלמונטה Portugal Castelo Branco קשטלו ברנקו Portugal Day יום פורטוגל Portugal Faro פארו Portugal Lagos לאגוש Portugal at the Olympics פורטוגל במשחקים האולימפיים Portugal during World War I פורטוגל במלחמת העולם הראשונה Portugal in World War I קטגוריה:פורטוגל במלחמת העולם הראשונה Portugal in the Eurovision Song Contest פורטוגל באירוויזיון Portugal international footballers קטגוריה:כדורגלני נבחרת פורטוגל Portugal location map templates קטגוריה:תבניות מיפוי לפי מדינות: פורטוגל Portugal national basketball team נבחרת פורטוגל בכדורסל Portugal national football team נבחרת פורטוגל בכדורגל Portugal national football team managers קטגוריה:מאמני נבחרת פורטוגל בכדורגל Portugal national football team navigational boxes קטגוריה:סגלי נבחרת פורטוגל בכדורגל Portugal national rugby union team נבחרת פורטוגל ברוגבי Portugal national under-21 football team נבחרת פורטוגל בכדורגל עד גיל 21 Portugal squad 2002 FIFA World Cup תבנית:נבחרת פורטוגל במונדיאל 2002 Portugal squad 2006 FIFA World Cup תבנית:נבחרת פורטוגל במונדיאל 2006 Portugal squad 2010 FIFA World Cup תבנית:נבחרת פורטוגל במונדיאל 2010 Portugal squad 2014 FIFA World Cup תבנית:נבחרת פורטוגל במונדיאל 2014 Portugal squad UEFA Euro 1996 תבנית:נבחרת פורטוגל יורו 1996 Portugal squad UEFA Euro 2000 תבנית:נבחרת פורטוגל יורו 2000 Portugal squad UEFA Euro 2004 תבנית:נבחרת פורטוגל יורו 2004 Portugal squad UEFA Euro 2008 תבנית:נבחרת פורטוגל יורו 2008 Portugal squad UEFA Euro 2012 תבנית:נבחרת פורטוגל יורו 2012 Portugal squad UEFA Euro 2016 תבנית:נבחרת פורטוגל ביורו 2016 Portugal templates קטגוריה:תבניות ניווט - פורטוגל Portuguesa פורטוגסה Portuguese Cortes קורטס Portuguese Empire האימפריה הפורטוגזית Portuguese Inquisition האינקוויזיציה הפורטוגזית Portuguese Jews קטגוריה:יהודים פורטוגזים Portuguese Nobel laureates קטגוריה:זוכי פרס נובל פורטוגזים Portuguese Synagogue בית הכנסת הפורטוגזי באמסטרדם Portuguese Wikipedia ויקיפדיה הפורטוגזית Portuguese admirals קטגוריה:אדמירלים פורטוגזים Portuguese artists קטגוריה:אמנים פורטוגזים Portuguese athletes קטגוריה:אתלטים פורטוגזים Portuguese cuisine קטגוריה:המטבח הפורטוגזי Portuguese culture קטגוריה:פורטוגל: תרבות Portuguese diplomats קטגוריה:דיפלומטים פורטוגזים Portuguese escudo אשקודו Portuguese explorers קטגוריה:מגלי ארצות פורטוגזים Portuguese football managers קטגוריה:מאמני כדורגל פורטוגזים Portuguese footballers קטגוריה:כדורגלנים פורטוגזים Portuguese ibex יעל פורטוגזי Portuguese journalists קטגוריה:עיתונאים פורטוגזים Portuguese language פורטוגזית Portuguese language קטגוריה:פורטוגזית Portuguese man o' war שלפוחן מצוי Portuguese music קטגוריה:מוזיקה פורטוגזית Portuguese nobility קטגוריה:אצולה פורטוגזית Portuguese overseas empire תבנית:האימפריה הפורטוגזית Portuguese people קטגוריה:פורטוגזים Portuguese phonology פורטוגזית#הגייה וכתיבה Portuguese poets קטגוריה:משוררים פורטוגזים Portuguese politicians קטגוריה:פוליטיקאים פורטוגזים Portuguese singers קטגוריה:זמרים פורטוגזים Portuguese society קטגוריה:פורטוגל: דמוגרפיה Portuguese sportspeople קטגוריה:ספורטאים פורטוגזים Portuguese writers קטגוריה:סופרים פורטוגזים Portuguese-language films קטגוריה:סרטים בפורטוגזית Portuguese-language songs קטגוריה:שירים בפורטוגזית Portulaca oleracea רגלת הגינה Portus Julius פורטוס יוליוס Porus פורוס Porush פרוש Poseidon פוסידון Posek פוסק Posey פוזי Posidonius פוסידוניוס Position paper מסמך עמדה Positioning מיצוב Positions on Jerusalem מעמדה החוקי של ירושלים Positions within the British Royal Household קטגוריה:נושאי משרה בבית המלוכה הבריטי Positive Mitzvoth קטגוריה:מצוות עשה Positive affectivity רגש חיובי Positive and negative predictive values ערך ניבוי חיובי Positive commandment מצוות עשה שהזמן גרמן Positive criminology קרימינולוגיה חיובית Positive liberty חירות חיובית Positive psychological capital הון פסיכולוגי חיובי Positive psychology פסיכולוגיה חיובית Positive psychology קטגוריה:פסיכולוגיה חיובית Positive-definite matrix מטריצה חיובית Positivism פוזיטיביזם Positivist school האסכולה הפוזיטיבית Positron פוזיטרון Positron emission tomography טומוגרפיית פליטת פוזיטרונים Positron-Electron Tandem Ring Accelerator PETRA Positronic brain מוח פוזיטרוני Posner פוזנר Possessed פוזסט Possession חזקה Possession is nine-tenths of the law המוציא מחברו עליו הראיה Possible copyright violations קטגוריה:ויקיפדיה: הפרות זכויות יוצרים Possums קטגוריה:קוסקוסיים Post Post Post פוסט Post Office Ltd פוסט אופיס Post Office Protocol Post Office Protocol Post box תיבת דואר Post correspondence problem בעיית ההתאמה של פוסט Post hoc ergo propter hoc פוסט הוק ארגו פרופטר הוק Post horn קרן דואר Post office buildings קטגוריה:בתי דואר Post-Fordism פוסט-פורדיזם Post-Impressionism פוסט-אימפרסיוניזם Post-Impressionism קטגוריה:פוסט-אימפרסיוניזם Post-Keynesian economics כלכלה פוסט-קיינסיאנית Post-Soviet states מדינות ברית המועצות לשעבר Post-Zionism פוסט-ציונות Post-apocalyptic films קטגוריה:סרטים פוסט-אפוקליפטיים Post-apocalyptic television series קטגוריה:סדרות פוסט-אפוקליפטיות Post-bop פוסט בופ Post-credits scene סצנה שאחרי הכתוביות Post-disco פוסט-דיסקו Post-grunge פוסט-גראנג' Post-grunge groups קטגוריה:להקות פוסט-גראנג' Post-impressionist painters קטגוריה:ציירים פוסט-אימפרסיוניסטים Post-impressionist paintings קטגוריה:ציור פוסט-אימפרסיוניסטי Post-it note פתקיות דביקות Post-mortem photography צילום פוסט-מורטם Post-occupation Japan יפן בתקופה שלאחר הכיבוש האמריקאי Post-production פוסט-פרודקשן Post-punk פוסט-פאנק Post-quantum cryptography הצפנה פוסט-קוונטית Post-rock פוסט-רוק Post-structuralism פוסט-סטרוקטורליזם Post-structuralism קטגוריה:פוסט סטרוקטורליזם Post-theism פוסט-תאיזם Post-transition metal מתכות מעבר עמידות Post-transition metals קטגוריה:מתכות מעבר עמידות PostScript פוסטסקריפט PostWWIISovietAFVS תבנית:רק"מ מדינות הגוש הסובייטי לאחר מלחמת העולם השנייה Postage due בול דמי דואר Postage stamp בול דואר Postage stamp block צמודה Postage stamp booklet קונטרס בולים Postage stamps קטגוריה:בולי דואר Postage stamps and postal history of Israel בולי ישראל Postage stamps of Israel קטגוריה:בולי ישראל Postal code מיקוד Postal codes in Israel מיקוד Postal system קטגוריה:דואר Postalveolar consonant עיצורים בתר-מכתשיים Postcard גלויה Postcards from Buster ד"ש מבסטר Postcolonialism פוסטקולוניאליזם Postcolonialism קטגוריה:פוסטקולוניאליזם Postcrossing פוסטקרוסינג Postdoctoral researcher פוסט-דוקטורט Poste Vaticane דואר הוותיקן Postelnic פוסטלניק Poster כרזה Poster - The Matrix Reloaded.jpg קובץ:Matrix reloaded.jpg Poster session הצגת פוסטרים Posterior humeral circumflex artery עורק עצם הזרוע הכותר האחורי Posterior interosseous artery העורק הבין-גרמי האחורי Posters קטגוריה:כרזות Postface דברי סיום Postfeminism פוסט-פמיניזם Postfix Postfix Postgraduate education תארים מתקדמים PostgreSQL PostgreSQL Posthumous birth לידה שלאחר המוות Posthumous execution הוצאה להורג לאחר המוות Postman Pat דר דוור Postmodern Beatnik/Sandbox/Nihilism ניהיליזם Postmodern architecture אדריכלות פוסט-מודרנית Postmodern feminism פמיניזם פוסטמודרני Postmodernism פוסטמודרניזם Postmodernism קטגוריה:פוסט מודרניזם Postnik Yakovlev פוסטניק יאקובלב Postojna פוסטוינה Postojna Cave מערת פוסטוינה Postpartum bleeding דמם שלאחר לידה Postpartum depression דיכאון לאחר לידה Postpartum psychosis פסיכוזה שלאחר לידה Postscript נ"ב Postsecularism פוסט-חילוניות Posttraumatic stress disorder הפרעת דחק פוסט-טראומטית Postumus Cominius Auruncus פוסטומוס קומיניוס אורוכוס Postural orthostatic tachycardia syndrome תסמונת הטכיקרדיה התנוחתית Pot פוט Pot still זיקוק דודי Pot-au-feu פוט-או-פה Potala Palace ארמון פוטאלה Potamochoerus חזיר אדום Potamogalinae פוטמוגליים Potamogetonaceae קטגוריה:חוטיתיים Potamoidea פוטמוניים Potamoidea קטגוריה:פוטמוניים Potamon potamios סרטן הנחלים Potash אשלג Potassium אשלגן Potassium bromide אשלגן ברומי Potassium chloride אשלגן כלורי Potassium fluoride פלואוריד האשלגן Potassium hydrogen phthalate אשלגן פתלטי Potassium hydroxide אשלגן הידרוקסידי Potassium nitrate אשלגן חנקתי Potassium permanganate אשלגן פרמנגנט Potassium sorbate אשלגן סורבט Potassium-sparing diuretic משתנים אוגרי אשלגן Potato תפוח אדמה Potato chip חטיף תפוחי אדמה Potato dishes קטגוריה:תפוח אדמה Potato pancake לביבה Potato paradox פרדוקס תפוחי האדמה Potemkin פוטיומקין Potemkin Stairs מדרגות פוטיומקין Potemkin village כפרי פוטיומקין Potency פוטנטיות Potential פוטנציאל Potential energy אנרגיה פוטנציאלית Potential flow זרימה פוטנציאלית Potential game משחק פוטנציאל Potential method שיטת הפוטנציאל Potential temperature טמפרטורה פוטנציאלית Potential well בור פוטנציאל Potentilla reptans חמשן זוחל Potentiometer נגד משתנה Potenza פוטנצה Potez 630 פוטז 63 Potf-cor.jpg תמונה:Potf coralbum.jpg Potf-sol.jpg תמונה:POTF Signs of Life.jpg Pothinus פותינוס Poti פותי Poti קטגוריה:פותי Poti Sea Port נמל פותי Potin פוטין Potion שיקוי Potiphar פוטיפר Potjiekos פויקה Potomac River פוטומק Potomac River קטגוריה:הפוטומק Potoo תחמסוניים Potosí פוטוסי Potpourri פוטפורי Potsdam פוטסדאם Potsdam קטגוריה:פוטסדאם Potsdam Botanical Garden הגן הבוטני של פוטסדאם Potsdam Conference ועידת פוטסדאם Potsdam Giants ענקי פוטסדאם Potsdamer Platz כיכר פוטסדאם Potter's wheel אובניים Potters קטגוריה:אמני קרמיקה Pottery קדרות Pottery קטגוריה:קדרות Pottery of ancient Greece קדרות יוון העתיקה Pottmi/sandbox סרגל חישוב Potto פוטו Poul Anderson פול אנדרסון Poul Nyrup Rasmussen פול נירופ ראסמוסן Poultry קטגוריה:בשר עוף Poultry farming קטגוריה:חקלאות עופות Pound ליברה Pound Puppies כלבי מכלאה Pound cake עוגת פאונד Pound sterling לירה שטרלינג Pound the Alarm Pound the Alarm Pounds per square inch PSI Pour It Up Pour It Up Pour le Mérite פור לה מריט Pourquoi Israël למה ישראל Pousargues's mongoose דולוגל הסוואנה Pouteria campechiana קניסטל Poutine פוטין Poverty עוני Poverty קטגוריה:עוני Poverty Point פוברטי פוינט Poverty in India עוני בהודו Poverty in fiction קטגוריה:עוני בתרבות Poverty threshold קו העוני Pow Toc H. Pow Toc H Powder אבקה Powder Alarm אזעקת אבק השריפה Powdered milk אבקת חלב Powdered sugar אבקת סוכר Powdery mildew קימחון Powell פאוול Power Power Power הספק Power כוח Power Mac G4 Cube Power Mac G4 Cube Power Macintosh Power Mac Power Metal Power Metal Power Rangers פאוור ריינג'רס Power Rangers Dino Thunder פאוור ריינג'רס עוצמת הדינוזאור Power Rangers Jungle Fury פאוור ריינג'רס זעם הג'ונגל Power Rangers Lightspeed Rescue פאוור ריינג'רס צוות הצלה Power Rangers Lost Galaxy פאוור ריינג'רס הגלקסיה האבודה Power Rangers Megaforce פאוור ריינג'רס מגה פורס Power Rangers Mystic Force פאוור ריינג'רס כוח מיסטי Power Rangers Ninja Storm פאוור ריינג'רס סופת הנינג'ה Power Rangers Operation Overdrive פאוור ריינג'רס מבצע הילוך על Power Rangers RPM פאוור ריינג'רס סיבובים לדקה Power Rangers S.P.D. פאוור ריינג'רס כוח דלתא בחלל Power Rangers Samurai פאוור ריינג'רס סמוראי Power Rangers Time Force פאוור ריינג'רס כוח הזמן Power Rangers Turbo פאוור ריינג'רס טורבו Power Rangers Wild Force פאוור ריינג'רס כוח הסערה Power Rangers Zeo פאוור ריינג'רס זיאו Power Rangers in Space פאוור ריינג'רס בחלל Power associativity אלגברה עם חזקה אסוציאטיבית Power center פאוור סנטר Power chord אקורד כוח Power factor מקדם הספק Power forward פאוור פורוורד Power inverter מהפך Power metal פאוור מטאל Power metal musical groups קטגוריה:להקות פאוור מטאל Power nap תנומת כוח Power of a point חזקה של נקודה Power of attorney ייפוי כוח Power of two חזקה של שתיים Power outage הפסקת חשמל Power series טור חזקות Power set קבוצת החזקה Power station תחנת כוח Power stations קטגוריה:תחנות כוח Power stations in Israel קטגוריה:ישראל: תחנות כוח Power stations in Ukraine קטגוריה:אוקראינה: תחנות כוח Power stations in the United States קטגוריה:ארצות הברית: תחנות כוח Power supply ספק כוח Power user Power User Power-line communication תקשורת נתונים מעל רשת החשמל PowerBuilder PowerBuilder PowerPC PowerPC PowerVR PowerVR Powerball פאוורבול Powered parachute מצנח ממונע גלגלי Powerful owl ינשוף חזק Powerlifting הרמת כוח Powerpuff Girls Z Demashita! Powerpuff Girls Z Powers פאוורס Powerscourt Estate אחוזת פאוורסקורט Powerslave Powerslave Powiat מחוזות פולין Powidl פובידל Powys פוויס Powązki Cemetery בית הקברות פובונזקי Powązki Military Cemetery בית הקברות הצבאי פובונזקי Pox אבעבועות Poxsi משתמש:Poxsi Poyang Lake אגם פויאנג Poynting vector וקטור פוינטינג Poynting's theorem משפט פוינטינג Poznań פוזנן Poznań קטגוריה:פוזנן Pozzolan חומר פוצולני Połaniec פולנייץ Požarevac פוז'ארוואץ Poșta Română דואר רומניה Practical Ethics מוסר הלכה למעשה Practical engineer הנדסאי Practical joke מתיחה Practical jokes קטגוריה:מתיחות Practical philosophy פילוסופיה מעשית Practical shooting ירי מעשי Practicum התנסות מקצועית Prada פראדה Prader–Willi syndrome תסמונת פראדר וילי Praemium Imperiale פרימיום אימפריאל Praetor פראיטור Praetorian Guard המשמר הפרטוריאני Praetorium פרטוריום Pragmatics פרגמטיקה Pragmatism פרגמטיזם Pragmatists קטגוריה:פרגמטים Prague פראג Prague קטגוריה:פראג Prague Castle מצודת פראג Prague Conservatory הקונסרבטוריון של פראג Prague Metro הרכבת התחתית של פראג Prague Offensive הקרב על פראג Prague Old Jewish Cemetery בית הקברות היהודי העתיק בפראג Prague Philharmonic Orchestra התזמורת הפילהרמונית של פראג Prague Quadrennial הקוואדריאנלה של פראג Prague Spring האביב של פראג Prague Spring International Music Festival פסטיבל האביב של פראג Prague astronomical clock השעון האסטרונומי בפראג Prahaar פרהאר Praia פראיה Prairie Chapel Ranch חוות קפלת הערבה Prairie dog נובחנית Praline פרלין Prall's Island פרולס Pram Point פראם פוינט Prambanan פראמבאנאן Pramipexole פרמיפקסול Pranab Mukherjee פרנב מוקהרג'י Prandtl number מספר פרנטל Prandtl–Glauert singularity התעבות סביב כלי טיס PrankvsPrank מתיחה נגד מתיחה Praseodymium פרסאודימיום Prasium פרסיון גדול Praszka פראשקה Prat פרת Pratas Islands איי פראטאס Prater פראטר Prati פראטי Pratibha Patil פרטיבה פטיל Prato פראטו Pratt פרט Pratt & Whitney פראט אנד ויטני Pratt & Whitney PW4000 PW4000 Pratītyasamutpāda פראטיטיה-סמוטפאדה Pravda פראבדה Prawat Wahoram פראוואט ואהורם Praxeology פרקסאולוגיה Praxidike פרקסידייק Praxilla פרקסילה Praxinoscope פרקסינוסקופ Praxis פראקסיס Praxiteles פרקסיטלס Pray for the Peace of Jeruslam שאלו שלום ירושלם ישליו אהביך Prayer קטגוריה:תפילה Prayer תפילה Prayer beads מחרוזת תפילה Prayer flag דגל תפילה טיבטי Prayer for the IDF תפילה לשלום חיילי צה"ל Prayer for the Welfare of the State of Israel תפילה לשלום המדינה Prayer in the Bahá'í Faith התפילה בדת הבהאית Prayer of Manasseh תפילת מנשה Prayer of the Apostle Paul תפילת פאולוס Prayers for Bobby תפילות לבובי Prayut Chan-o-cha פריות צ'אן-אוצ'ה Prazon פרזון Pražák Quartet רביעיית פראז'אק Pre-Columbian era התקופה הפרה-קולומביאנית Pre-Columbian era קטגוריה:התקופה הפרה-קולומביאנית Pre-Columbian trans-oceanic contact theories מסעות מוקדמים ליבשת אמריקה Pre-Modern Aliyah עליות קדומות לארץ ישראל Pre-Raphaelite Brotherhood האחווה הפרה-רפאליטית Pre-Roman Gaul קטגוריה:גאליה Pre-Socratic philosophy פילוסופיה קדם-סוקרטית Pre-dreadnought battleship פרה-דרדנוט Pre-eclampsia רעלת היריון Pre-ejaculate נוזל טרום-שפיכה Pre-production פרה-פרודקשן Pre-wedding קטגוריה:טרום נישואים Preacher פריצ'ר Preah Vihear Temple מקדש פראה ויהאר Preamble to the United States Constitution המבוא לחוקת ארצות הברית Preamplifier קדם-מגבר Precambrian פרקמבריון Precambrian graphical timeline תבנית:פרקמבריון Precariat פרקריאט Precarium פרקריה Precautionary principle זהירות מונעת Precedent תקדים Precession נקיפה Precious פרשס Precious Belt Bridge גשר החגורה היקרה Precious metal מתכת יקרה Precious metals קטגוריה:מתכות יקרות Precipitation משקעים אטמוספיריים Precipitation קטגוריה:משקעים Precipitation תגובת שיקוע Precipitation hardening זיקון Precision Time Protocol Precision Time Protocol Precision agriculture חקלאות מדייקת Preconscious סמוך למודע Precursor קודמן Precursor mRNA Pre-mRNA Precycling הפחתה במקור Predation טריפה Predator הטורף Predeal פרדיאל Predestination גורל ידוע מראש Predestination פרדסטינציה Predicate נשוא Predicate logic תחשיב הפרדיקטים Prediction חיזוי Predictive profiling מלחמה בטרור Prednisone פרדניזון Predrag Danilović פרדראג דנילוביץ' Predrag Mijatović פרדראג מיאטוביץ' Predrag Rajković פרדרג ראיקוביץ' Preempt Preemptive bid Preemptive war מכה מקדימה Prefabrication בנייה טרומית Preface הקדמה Prefect פרפקט Prefectures of Greece קטגוריה:יוון: מחוזות משנה Prefectures of Japan מחוזות יפן Prefectures of the Central African Republic מחוזות הרפובליקה המרכז אפריקאית Preferans פרפראנס Preference יחס העדפות Preferences עזרה:העדפות Preferred number ערכים עדיפים Preferred stock מניית בכורה Prefixes in Hebrew אותיות השימוש Prefrontal cortex קליפת המוח הקדם-מצחית Pregabalin פרגאבאלין Pregnancy היריון Pregnancy test בדיקת היריון Pregnancy tests קטגוריה:בדיקות במהלך ההיריון Pregnenolone פרגננולון Pregolya River פרגוליה Prehistoric Britain בריטניה הפרהיסטורית Prehistoric Italy איטליה הקדם-רומית Prehistoric Italy קטגוריה:איטליה הקדם-רומית Prehistoric Park פארק פרהיסטורי Prehistoric Rock-Art Site of the Côa Valley עמק קואה Prehistoric art אמנות פרהיסטורית Prehistoric art קטגוריה:אמנות פרהיסטורית Prehistoric birds קטגוריה:עופות קדומים Prehistoric horses קטגוריה:מינים שנכחדו: סוסיים Prehistoric life קטגוריה:יצורים פרהיסטוריים Prehistoric pile dwellings around the Alps בתי הכלונסאות הפרהיסטוריים בהרי האלפים Prehistorik פרהיסטוריק Prehistory פרהיסטוריה Prehistory קטגוריה:פרהיסטוריה Prehnite פרהניט Preikestolen צוק כס המטיף Preimplantation genetic diagnosis אבחון גנטי טרום השרשה Preity Zinta פריטי זינטה Prejudice דעה קדומה Preki פרדרג רדוסבלייביץ' Prelude פרלוד Prelude to Foundation בטרם המוסד Prem Rawat פרם ראוואט Premature burial קבורה בחיים Premature ejaculation שפיכה מוקדמת Premature rupture of membranes ירידת מים Premenstrual dysphoric disorder הפרעה דיספורית קדם וסתית Premenstrual syndrome תסמונת קדם-וסתית Premier League פרמייר ליג Premier League תבנית:פרמייר ליג Premier League Asia Trophy טורניר ברקליס אסיה Premier League Golden Boot תבנית:מלך השערים של הליגה האנגלית Premier League of Bosnia and Herzegovina ליגת העל של בוסניה והרצגובינה Premier League venues תבנית:אצטדיוני הפרמייר ליג Premier Reserve League פרמייר ליג המילואים Premier Soccer League PSL Premiere הצגת בכורה Premiers of the People's Republic of China קטגוריה:ראשי ממשלות של הרפובליקה העממית של סין Preminger פרמינגר Premio Campiello פרס קמפיאלו Premise הנחה Premishlan חסידות פרמישלאן Premolar קדם-טוחנות Premonition תחושה מוקדמת Premotor cortex קליפת המוח הקדם-מוטורית Prenuptial agreement הסכם טרום-נישואים Prenzlau פרנצלאו Prenzlauer Berg פרנצלאואר ברג Preon פראון Preorder קדם סדר Prepay mobile phone תוכנית פריפייד Preposition and postposition מילת יחס Prepress קדם-דפוס Preprocessor קדם-מעבד Prequel פריקוול Prequel films קטגוריה:סרטי פריקוול Presbycusis פרסביאקוזיס Presbyopia זוקן ראייה Presbyterianism פרסביטריאניזם Preschool teacher גננת Prescott Bush פרסקוט בוש Prescription מרשם Presence Presence Present Present Present הווה Present absentee נפקדים נוכחים Present value ערך נוכחי Presentation מצגת Presentation קטגוריה:מצגת Presentation layer שכבת הייצוג של מודל ה-OSI Presentation of Jesus at the Temple קנדלמאס Presentation of a group חבורה מוצגת סופית Presentation program תוכנת מצגות Presenter מנחה Presentism פרזנטיזם Preservation שימור Preservative חומר משמר Presian II of Bulgaria פרסיאן השני Presidencia Roque Sáenz Peña פרסידנסיה רוקה סאנס פניה Presidencies and provinces of British India הודו הבריטית Presidencies of the United States קטגוריה:נשיאות ארצות הברית לפי נשיאים Presidency of Barack Obama קטגוריה:נשיאות ברק אובמה Presidency of Bill Clinton הקבינט של ארצות הברית בממשל ביל קלינטון Presidency of Bill Clinton קטגוריה:נשיאות ביל קלינטון Presidency of Bosnia and Herzegovina נשיאות בוסניה והרצגובינה Presidency of Dwight Eisenhower קטגוריה:נשיאות דווייט אייזנהאואר Presidency of Franklin Roosevelt קטגוריה:נשיאות פרנקלין דלאנו רוזוולט Presidency of George Bush הקבינט של ארצות הברית בממשל ג'ורג' ווקר בוש Presidency of George Bush קטגוריה:נשיאות ג'ורג' ווקר בוש Presidency of George W. Bush קטגוריה:נשיאות ג'ורג' הרברט ווקר בוש Presidency of Gerald Ford קטגוריה:נשיאות ג'רלד פורד Presidency of Harry Truman קטגוריה:נשיאות הארי טרומן Presidency of Jimmy Carter קטגוריה:נשיאות ג'ימי קרטר Presidency of Richard Nixon קטגוריה:נשיאות ריצ'רד ניקסון Presidency of Ronald Reagan קטגוריה:נשיאות רונלד רייגן Presidency of Theodore Roosevelt קטגוריה:נשיאות תאודור רוזוולט Presidency of the United States קטגוריה:נשיאות ארצות הברית President נשיא President John Kennedy Assassination Records Collection Act of 1992 ועדת העיון מחדש ברשומות הנוגעות להתנקשות President of Afghanistan נשיא אפגניסטן President of Algeria נשיא אלג'יריה President of Armenia נשיא ארמניה President of Austria נשיא אוסטריה President of Azerbaijan נשיא אזרבייג'ן President of Belarus נשיא בלארוס President of Brazil נשיא ברזיל President of Cyprus נשיא קפריסין President of Egypt נשיא מצרים President of Estonia נשיא אסטוניה President of Ethiopia תבנית:נשיאי אתיופיה President of Finland נשיא פינלנד President of France נשיא צרפת President of Georgia נשיא גאורגיה President of Germany נשיא גרמניה President of Iran נשיא איראן President of Iraq נשיא עיראק President of Ireland נשיא אירלנד President of Israel נשיא מדינת ישראל President of Italy נשיא איטליה President of Kazakhstan נשיא קזחסטן President of Macedonia נשיא מקדוניה President of Myanmar נשיא מיאנמר President of Northern Cyprus נשיא הרפובליקה הטורקית של צפון קפריסין President of Romania נשיא רומניה President of Russia נשיא רוסיה President of South Africa נשיא דרום אפריקה President of Sri Lanka נשיא סרי לנקה President of Syria נשיא סוריה President of Tajikistan נשיא טג'יקיסטן President of Turkey נשיא טורקיה President of Turkmenistan נשיא טורקמניסטן President of Ukraine נשיא אוקראינה President of Uzbekistan נשיא אוזבקיסטן President of the European Parliament נשיא הפרלמנט האירופי President of the Palestinian National Authority נשיא הרשות הפלסטינית President of the People's Republic of China נשיא הרפובליקה העממית של סין President of the United States נשיא ארצות הברית President pro tempore of the United States Senate הנשיא הזמני של הסנאט של ארצות הברית President's Cup גביע הנשיאים President's Guest House בלייר האוס President's Medal עיטור נשיא מדינת ישראל Presidente Venceslau פרזידנטה ונססלאו Presidential Address to the Federal Assembly נאום מצב האומה Presidential Administration of Russia הסגל הנשיאותי של רוסיה Presidential Emergency Operations Center מרכז המבצעים הנשיאותי לשעת חירום Presidential Medal of Freedom מדליית החירות הנשיאותית Presidential Medal of Freedom recipients קטגוריה:מעוטרי מדליית החירות הנשיאותית Presidential Republic הרפובליקה הנשיאותית בצ'ילה Presidential Security Service שירות הביטחון הנשיאותי של רוסיה Presidential Security Service שירות הביטחון של נשיא בלארוס Presidential Standard נס הנשיא Presidential elections קטגוריה:מערכות בחירות לנשיאות Presidential elections in France קטגוריה:הבחירות לנשיאות צרפת Presidential elections in Israel קטגוריה:מערכות בחירות נשיאותיות בישראל Presidential elections in Russia קטגוריה:הבחירות לנשיאות רוסיה Presidential elections in the United States קטגוריה:הבחירות לנשיאות ארצות הברית Presidential libraries קטגוריה:הספריות הנשיאותיות בארצות הברית Presidential library הספריות הנשיאותיות בארצות הברית Presidential palace ארמון הנשיאות Presidential residences in the United States קטגוריה:מעונות נשיאי ארצות הברית Presidential system משטר נשיאותי Presidents קטגוריה:נשיאים Presidents by country קטגוריה:נשיאים לפי מדינה Presidents of Afghanistan קטגוריה:נשיאי אפגניסטן Presidents of Albania קטגוריה:נשיאי אלבניה Presidents of Algeria קטגוריה:נשיאי אלג'יריה Presidents of Argentina קטגוריה:נשיאי ארגנטינה Presidents of Armenia קטגוריה:נשיאי ארמניה Presidents of Austria קטגוריה:נשיאי אוסטריה Presidents of Azerbaijan קטגוריה:נשיאי אזרבייג'ן Presidents of Belarus קטגוריה:נשיאי בלארוס Presidents of Bolivia קטגוריה:נשיאי בוליביה Presidents of Brazil קטגוריה:נשיאי ברזיל Presidents of Brazil תבנית:נשיאי ברזיל Presidents of Bulgaria קטגוריה:נשיאי בולגריה Presidents of Chile קטגוריה:נשיאי צ'ילה Presidents of Colombia קטגוריה:נשיאי קולומביה Presidents of Costa Rica קטגוריה:נשיאי קוסטה ריקה Presidents of Croatia קטגוריה:נשיאי קרואטיה Presidents of Cuba קטגוריה:נשיאי קובה Presidents of Cyprus קטגוריה:נשיאי קפריסין Presidents of Czechoslovakia קטגוריה:נשיאי צ'כוסלובקיה Presidents of Ecuador קטגוריה:נשיאי אקוודור Presidents of Egypt קטגוריה:נשיאי מצרים המודרנית Presidents of El Salvador קטגוריה:נשיאי אל סלוודור Presidents of Eritrea קטגוריה:נשיאי אריתריאה Presidents of Estonia קטגוריה:נשיאי אסטוניה Presidents of Ethiopia קטגוריה:נשיאי אתיופיה Presidents of FIFA קטגוריה:נשיאי פיפ"א Presidents of Finland קטגוריה:נשיאי פינלנד Presidents of Finland תבנית:נשיאי פינלנד Presidents of France קטגוריה:נשיאי צרפת Presidents of Georgia קטגוריה:נשיאי גאורגיה Presidents of Germany קטגוריה:נשיאי גרמניה Presidents of Greece קטגוריה:נשיאי יוון Presidents of Guatemala קטגוריה:נשיאי גואטמלה Presidents of Guinea קטגוריה:נשיאי גינאה Presidents of Guyana קטגוריה:נשיאי גיאנה Presidents of Haiti קטגוריה:נשיאי האיטי Presidents of Honduras קטגוריה:נשיאי הונדורס Presidents of Hungary קטגוריה:נשיאי הונגריה Presidents of Iceland קטגוריה:נשיאי איסלנד Presidents of Iceland תבנית:נשיאי איסלנד Presidents of India קטגוריה:נשיאי הודו Presidents of Indonesia קטגוריה:נשיאי אינדונזיה Presidents of Iran קטגוריה:נשיאי איראן Presidents of Iraq קטגוריה:נשיאי עיראק Presidents of Ireland קטגוריה:נשיאי אירלנד Presidents of Ireland תבנית:נשיאי אירלנד Presidents of Israel קטגוריה:נשיאי מדינת ישראל Presidents of Italy קטגוריה:נשיאי איטליה Presidents of Kazakhstan קטגוריה:נשיאי קזחסטן Presidents of Kenya קטגוריה:נשיאי קניה Presidents of Kosovo קטגוריה:נשיאי קוסובו Presidents of Kyrgyzstan קטגוריה:נשיאי קירגיזסטן Presidents of Latvia קטגוריה:נשיאי לטביה Presidents of Lebanon קטגוריה:נשיאי לבנון Presidents of Liberia קטגוריה:נשיאי ליבריה Presidents of Lithuania קטגוריה:נשיאי ליטא Presidents of Madagascar קטגוריה:נשיאי מדגסקר Presidents of Malawi קטגוריה:נשיאי מלאווי Presidents of Malta קטגוריה:נשיאי מלטה Presidents of Mexico קטגוריה:נשיאי מקסיקו Presidents of Mongolia קטגוריה:נשיאי מונגוליה Presidents of Mozambique קטגוריה:נשיאי מוזמביק Presidents of Namibia קטגוריה:נשיאי נמיביה Presidents of Nauru קטגוריה:נשיאי נאורו Presidents of Nicaragua קטגוריה:נשיאי ניקרגואה Presidents of Nigeria קטגוריה:נשיאי ניגריה Presidents of Pakistan קטגוריה:נשיאי פקיסטן Presidents of Panama קטגוריה:נשיאי פנמה Presidents of Paraguay קטגוריה:נשיאי פרגוואי Presidents of Peru קטגוריה:נשיאי פרו Presidents of Poland קטגוריה:נשיאי פולין Presidents of Portugal קטגוריה:נשיאי פורטוגל Presidents of Romania קטגוריה:נשיאי רומניה Presidents of Russia קטגוריה:נשיאי הפדרציה הרוסית Presidents of Rwanda קטגוריה:נשיאי רואנדה Presidents of Senegal קטגוריה:נשיאי סנגל Presidents of Serbia קטגוריה:נשיאי סרביה Presidents of Serbia and Montenegro קטגוריה:נשיאי סרביה ומונטנגרו Presidents of Serbia within Yugoslavia קטגוריה:נשיאי סרביה היוגוסלבית Presidents of Slovakia קטגוריה:נשיאי סלובקיה Presidents of Slovenia קטגוריה:נשיאי סלובניה Presidents of Somalia קטגוריה:נשיאי סומליה Presidents of South Africa קטגוריה:נשיאי דרום אפריקה Presidents of South Korea קטגוריה:נשיאי קוריאה הדרומית Presidents of South Korea תבנית:נשיאי קוריאה הדרומית Presidents of Sri Lanka קטגוריה:נשיאי סרי לנקה Presidents of Sudan קטגוריה:נשיאי סודאן Presidents of Suriname קטגוריה:נשיאי סורינאם Presidents of Syria קטגוריה:נשיאי סוריה Presidents of Tajikistan קטגוריה:נשיאי טג'יקיסטן Presidents of Tunisia קטגוריה:נשיאי תוניסיה Presidents of Turkey קטגוריה:נשיאי טורקיה Presidents of Turkmenistan קטגוריה:נשיאי טורקמניסטן Presidents of Uganda קטגוריה:שליטי אוגנדה Presidents of Ukraine קטגוריה:נשיאי אוקראינה Presidents of Ukraine תבנית:ראשי אוקראינה Presidents of Uruguay קטגוריה:נשיאי אורוגוואי Presidents of Uzbekistan קטגוריה:נשיאי אוזבקיסטן Presidents of Venezuela קטגוריה:נשיאי ונצואלה Presidents of Vietnam קטגוריה:נשיאי וייטנאם Presidents of Yemen קטגוריה:נשיאי תימן Presidents of Zambia קטגוריה:נשיאי זמביה Presidents of the American Historical Association קטגוריה:נשיאי האגודה ההיסטורית האמריקאית Presidents of the American Mathematical Society קטגוריה:נשיאי האגודה האמריקאית למתמטיקה Presidents of the American Sociological Association קטגוריה:נשיאי האגודה האמריקאית לסוציולוגיה Presidents of the Czech Republic קטגוריה:נשיאי צ'כיה Presidents of the Democratic Republic of the Congo קטגוריה:נשיאי הרפובליקה הדמוקרטית של קונגו Presidents of the Dominican Republic קטגוריה:נשיאי הרפובליקה הדומיניקנית Presidents of the European Commission קטגוריה:נשיאי הנציבות האירופית Presidents of the European Parliament קטגוריה:נשיאי הפרלמנט האירופי Presidents of the International Olympic Committee קטגוריה:נשיאי הוועד האולימפי הבינלאומי Presidents of the Israel Academy of Sciences and Humanities קטגוריה:נשיאי האקדמיה הלאומית הישראלית למדעים Presidents of the Maldives קטגוריה:נשיאי האיים המלדיביים Presidents of the Marshall Islands קטגוריה:נשיאי איי מרשל Presidents of the Palestinian National Authority קטגוריה:נשיאי הרשות הפלסטינית Presidents of the People's Republic of China קטגוריה:נשיאי הרפובליקה העממית של סין Presidents of the Philippines קטגוריה:נשיאי הפיליפינים Presidents of the Republic of China on Taiwan קטגוריה:נשיאי הרפובליקה הסינית Presidents of the Republic of Macedonia קטגוריה:נשיאי מקדוניה Presidents of the Royal Society קטגוריה:נשיאי החברה המלכותית Presidents of the Senate of Romania קטגוריה:נשיאי הסנאט של רומניה Presidents of the Socialist Federal Republic of Yugoslavia קטגוריה:נשיאי הרפובליקה הפדרלית הסוציאליסטית של יוגוסלביה Presidents of the Supreme Court of Israel תבנית:נשיאי בית המשפט העליון Presidents of the United Arab Emirates קטגוריה:נשיאי איחוד האמירויות הערביות Presidents of the United States ספר:נשיאי ארצות הברית Presidents of the United States קטגוריה:נשיאי ארצות הברית Presidents of the United States who died while in office קטגוריה:נשיאי ארצות הברית שמתו במהלך כהונתם Presidents of the World Bank Group קטגוריה:נשיאי הבנק העולמי Presidents pro tempore of the United States Senate קטגוריה:נשיאים זמניים של הסנאט של ארצות הברית Presidents' Trophy גביע הנשיאים Presidio of San Francisco הפרסידיו של סן פרנסיסקו Presley פרסלי Presley Chweneyagae פרסלי צוואנגה Presocratic philosophers קטגוריה:פילוסופים קדם-סוקרטים Presocratics תבנית:קדם סוקרטיים Press Kit ויקיפדיה:תקשורת Press TV PRESS TV Press cake כוספא Press coverage ויקיפדיה:פרסומים בתקשורת Press release הודעה לעיתונות PressArt ID משתמש:PressArt ID Pressburg Yeshiva ישיבת פרשבורג Pressed Steel Car strike of 1909 שביתת עובדי הפלדה למכוניות Pressed flower craft ייבוש פרחים Pressure לחץ Pressure cooking סיר לחץ Pressure point נקודת תורפה Pressure system רמה ברומטרית Pressure ulcer פצע לחץ Prestatyn Town F.C. פרסטאטיין טאון Prester John הכומר יוחנן Preston North End F.C. פרסטון נורת' אנד Preston North End F.C. players קטגוריה:כדורגלני פרסטון נורת' אנד Prestressed concrete בטון דרוך Presumption חזקה Presumption of innocence חזקת החפות מפשע Presumption of priestly descent כהן מוחזק Presumptive nominee מועמד משוער Presupposition הנחת-קדם Preterm birth פג Pretoria פרטוריה Pretty Fly Pretty Fly Pretty Girls Pretty Girls Pretty Good Privacy PGP Pretty Hurts Pretty Hurts Pretty Little Liars שקרניות קטנות Pretty Persuasion כל מה שבחורה רוצה Pretty Woman אישה יפה Pretty Woman Oh Pretty Woman Oh Pretty on the Inside Pretty on the Inside Pretty. Odd. Pretty. Odd. Pretzel בייגלה Pretzels/Community ויקיפדיה:שער הקהילה Pretzels/Community portal ויקיפדיה:שער הקהילה Pretzels/Community2 ויקיפדיה:שער הקהילה Pretzels/Sandbox4 ויקיפדיה:הכה את המומחה Prevalence הימצאות Preveli פרבלי Prevention of Terror Ordinance פקודת מניעת טרור Preventive healthcare רפואה מונעת Preventive war מלחמת מנע Prešeren Square כיכר פרשרן Prešov פרשוב Pri Gan פרי גן Priam פריאמוס Priapism פריאפיזם Price מחיר Price פרייס Price Tag Price Tag Price comparison service השוואת מחירים באינטרנט Price controls פיקוח מחירים Price index מדד מחירים Price indices קטגוריה:מדדי מחירים Price of anarchy מחיר האנרכיה Price of oil מחיר הנפט Price of stability מחיר היציבות Price tag תג מחיר Price tag policy תג מחיר Price–earnings ratio מכפיל רווח Pricing קטגוריה:מחיר Pride גאווה Pride קטגוריה:גאווה Pride & Prejudice גאווה ודעה קדומה Pride Park Stadium פרייד פארק Pride and Prejudice גאווה ודעה קדומה Pride and Prejudice and Zombies גאווה ודעה קדומה וזומבים Pride parade מצעד הגאווה Prienai פרינאי Prienai District Municipality פרינאי Priest כומר Priest's Grotto מערות הכומר Priesthood כמורה Priesthood קטגוריה:כהונה Priestley פריסטלי Priestly Blessing ברכת כהנים Priestly breastplate חושן Priestly covenant ברית הכהונה Priestly divisions משמרות כהונה Priestly golden head plate ציץ Priestly robe מעיל Priestly sash אבנט Priestly tunic כתונת Priestly turban מצנפת Priestly undergarments מכנסיים Priests קטגוריה:כמרים Prigat גת גבעת חיים Prilep פרילפ Prim's algorithm האלגוריתם של פרים Prima pratica פרימה פראטיקה Primal Fear פחד ראשוני Primal Fear פריימל פיר Primality tests קטגוריה:מבחני ראשוניות Primary Chronicle הכרוניקה הרוסית הראשונה Primary and secondary legislation חקיקת משנה Primary biliary cirrhosis שחמת ראשונית של המרה Primary ciliary dyskinesia הפרעת תנועה ריסנית ראשונית Primary color צבע יסוד Primary decomposition משפט לסקר-נתר Primary election בחירות מקדימות Primary hyperparathyroidism היפר-פראתיירואידיזם ראשוני Primary ideal אידאל פרימרי Primary lateral sclerosis PLS Primary market השוק הראשוני Primary motor cortex האזור המוטורי העיקרי Primary school בית ספר יסודי Primary sclerosing cholangitis מחלת כבד כרונית חסימתית Primary source מקור ראשוני Primate פרימוס Primate פרימטים Primates קטגוריה:פרימטים Primates תבנית:פרימטים Primavera פרימוורה Prime פשוט מאוהבת Prime Directive הצו העליון Prime Minister of Australia קטגוריה:ראשי ממשלת אוסטרליה Prime Minister of Australia ראש ממשלת אוסטרליה Prime Minister of Canada ראש ממשלת קנדה Prime Minister of Denmark ראש ממשלת דנמרק Prime Minister of Egypt ראש ממשלת מצרים Prime Minister of Ethiopia ראש ממשלת אתיופיה Prime Minister of France ראש ממשלת צרפת Prime Minister of Georgia ראש ממשלת גאורגיה Prime Minister of Greenland ראש ממשלת גרינלנד Prime Minister of India ראש ממשלת הודו Prime Minister of Iraq ראש ממשלת עיראק Prime Minister of Israel ראש ממשלת ישראל Prime Minister of Italy ראש ממשלת איטליה Prime Minister of Japan ראש ממשלת יפן Prime Minister of Latvia פוליטיקה של לטביה#ראש ממשלת לטביה Prime Minister of New Zealand ראש ממשלת ניו זילנד Prime Minister of Northern Ireland ראש ממשלת צפון אירלנד Prime Minister of Russia ראש ממשלת רוסיה Prime Minister of South Africa ראש ממשלת דרום אפריקה Prime Minister of Spain ראש ממשלת ספרד Prime Minister of Turkey ראש ממשלת טורקיה Prime Minister of Ukraine ראש ממשלת אוקראינה Prime Minister of Uzbekistan ראש ממשלת אוזבקיסטן Prime Minister of the Palestinian National Authority ראש ממשלת הרשות הפלסטינית Prime Minister of the United Kingdom ראש ממשלת בריטניה Prime Minister's Children ילדי ראש הממשלה Prime Minister's Office משרד ראש הממשלה Prime Minister's Questions השאלות לראש הממשלה Prime Ministers of Australia תבנית:ראשי ממשלת אוסטרליה Prime Ministers of Belgium קטגוריה:ראשי ממשלת בלגיה Prime Ministers of Bosnia and Herzegovina קטגוריה:ראשי ממשלת בוסניה והרצגובינה Prime Ministers of Bulgaria קטגוריה:ראשי ממשלת בולגריה Prime Ministers of Canada קטגוריה:ראשי ממשלת קנדה Prime Ministers of Canada תבנית:ראשי ממשלת קנדה Prime Ministers of Denmark קטגוריה:ראשי ממשלת דנמרק Prime Ministers of Dominica קטגוריה:ראשי ממשלת דומיניקה Prime Ministers of Egypt קטגוריה:ראשי ממשלת מצרים Prime Ministers of Estonia קטגוריה:ראשי ממשלת אסטוניה Prime Ministers of Ethiopia קטגוריה:ראשי ממשלת אתיופיה Prime Ministers of Finland קטגוריה:ראשי ממשלת פינלנד Prime Ministers of Finland תבנית:ראשי ממשלת פינלנד Prime Ministers of France קטגוריה:ראשי ממשלת צרפת Prime Ministers of Georgia קטגוריה:ראשי ממשלת גאורגיה Prime Ministers of Greece קטגוריה:ראשי ממשלת יוון Prime Ministers of Greenland קטגוריה:ראשי ממשלת גרינלנד Prime Ministers of Guyana קטגוריה:ראשי ממשלת גיאנה Prime Ministers of Hungary קטגוריה:ראשי ממשלת הונגריה Prime Ministers of Iceland קטגוריה:ראשי ממשלת איסלנד Prime Ministers of India קטגוריה:ראשי ממשלת הודו Prime Ministers of Indonesia קטגוריה:ראשי ממשלת אינדונזיה Prime Ministers of Iran קטגוריה:ראשי ממשלת איראן Prime Ministers of Iraq קטגוריה:ראשי ממשלת עיראק Prime Ministers of Israel קטגוריה:ראשי ממשלת ישראל Prime Ministers of Italy קטגוריה:ראשי ממשלת איטליה Prime Ministers of Jamaica קטגוריה:ראשי ממשלת ג'מייקה Prime Ministers of Japan קטגוריה:ראשי ממשלת יפן Prime Ministers of Jordan קטגוריה:ראשי ממשלת ירדן Prime Ministers of Jordan תבנית:ראשי ממשלת ירדן Prime Ministers of Kenya קטגוריה:ראשי ממשלת קניה Prime Ministers of Latvia קטגוריה:ראשי ממשלת לטביה Prime Ministers of Lebanon קטגוריה:ראשי ממשלת לבנון Prime Ministers of Libya קטגוריה:ראשי ממשלת לוב Prime Ministers of Lithuania קטגוריה:ראשי ממשלת ליטא Prime Ministers of Malta קטגוריה:ראשי ממשלת מלטה Prime Ministers of Moldova קטגוריה:ראשי ממשלת מולדובה Prime Ministers of Mongolia קטגוריה:ראשי ממשלת מונגוליה Prime Ministers of Montenegro קטגוריה:ראשי ממשלת מונטנגרו Prime Ministers of Mozambique קטגוריה:ראשי ממשלת מוזמביק Prime Ministers of New Zealand קטגוריה:ראשי ממשלת ניו זילנד Prime Ministers of Northern Ireland קטגוריה:ראשי ממשלת צפון אירלנד Prime Ministers of Norway קטגוריה:ראשי ממשלת נורווגיה Prime Ministers of Pakistan קטגוריה:ראשי ממשלת פקיסטן Prime Ministers of Papua New Guinea קטגוריה:ראשי ממשלת פפואה גינאה החדשה Prime Ministers of Peru קטגוריה:ראשי ממשלת פרו Prime Ministers of Poland קטגוריה:ראשי ממשלת פולין Prime Ministers of Romania קטגוריה:ראשי ממשלת רומניה Prime Ministers of Romania תבנית:ראשי ממשלת רומניה Prime Ministers of Senegal קטגוריה:ראשי ממשלת סנגל Prime Ministers of Singapore קטגוריה:ראשי ממשלת סינגפור Prime Ministers of South Africa קטגוריה:ראשי ממשלת דרום אפריקה Prime Ministers of Spain קטגוריה:ראשי ממשלת ספרד Prime Ministers of Sweden קטגוריה:ראשי ממשלת שוודיה Prime Ministers of Syria קטגוריה:ראשי ממשלת סוריה Prime Ministers of Thailand קטגוריה:ראשי ממשלת תאילנד Prime Ministers of Tonga קטגוריה:ראשי ממשלת טונגה Prime Ministers of Turkey קטגוריה:ראשי ממשלת טורקיה Prime Ministers of Uzbekistan קטגוריה:ראשי ממשלת אוזבקיסטן Prime Ministers of Yemen קטגוריה:ראשי ממשלת תימן Prime Ministers of the Czech Republic קטגוריה:ראשי ממשלת צ'כיה Prime Ministers of the Palestinian National Authority קטגוריה:ראשי ממשלת הרשות הפלסטינית Prime Ministers of the Republic of Macedonia קטגוריה:ראשי ממשלת מקדוניה Prime Ministers of the United Arab Emirates קטגוריה:ראשי ממשלת איחוד האמירויות הערביות Prime Ministers of the United Kingdom קטגוריה:ראשי ממשלת בריטניה Prime Ministers of the United Kingdom תבנית:ראשי ממשלת בריטניה Prime ideal אידאל ראשוני Prime meridian קו גריניץ' Prime minister ראש ממשלה Prime ministers קטגוריה:ראשי ממשלות Prime ministers of Ukraine קטגוריה:ראשי ממשלת אוקראינה Prime number מספר ראשוני Prime number theorem משפט המספרים הראשוניים Prime numbers קטגוריה:מספרים ראשוניים Prime ring חוג ראשוני Prime time פריים טיים Prime-counting function פונקציית המספרים הראשוניים Primeira Liga ליגת העל הפורטוגלית Primeira Liga teamlist תבנית:ליגת העל הפורטוגזית Primer תחל Primer dimer פריימר דיימר Primer extension הארכת תחל Primera B Metropolitana הליגה השלישית בארגנטינה Primera B Nacional ליגת המשנה הארגנטינאית Primera B Nacional תבנית:פרימרה B נסיונל Primera Divisió ליגת העל האנדורית Primetime Emmy Award פרס אמי לבידור בפריים טיים Primetime Emmy Award for Outstanding Drama Series פרס אמי לסדרת הדרמה הטובה ביותר Primeval Beech Forests of the Carpathians and the Ancient Beech Forests of Germany יערות הבראשית של עצי האשור בהרי הקרפטים ויערות האשור העתיקים בגרמניה Priming הבלטה Priming הטרמה Primitive culture פרימיטיביות Primitive element theorem משפט האיבר הפרימיטיבי Primitive hut הבקתה הפרימיטיבית Primitive neuroectodermal tumor PNET Primitive permutation group פעולה פרימיטיבית Primitive recursive function פונקציה פרימיטיבית רקורסיבית Primitive reflexes רפלקסים מולדים Primitive ring חוג פרימיטיבי Primitive root modulo n איבר פרימיטיבי Primitivism פרימיטיביזם Primo פרימו Primo Levi פרימו לוי Primogeniture העדפת הבן הבכור Primordial dwarfism גמדות פרימורדיאלית Primordial soup המרק הקדום Primordialism פרימורדיאליזם Primorje-Gorski Kotar County פרימוריה-גורה Primorsky Krai פרימוריה Primož Brezec פרימוז ברזץ' Primož Kozmus פרימוז' קוזמוס Primrose Hill גבעת פרימרוז Primula בכור אביב Primula vulgaris בכור אביב מצוי Primulaceae קטגוריה:רקפתיים Primulaceae רקפתיים Primum non nocere פרימום נון נוקרה Primus פריימוס Primus פרימוס Primus stove פרימוס Prince נסיך Prince פרינס Prince Adalbert of Prussia אדלברט מפרוסיה Prince Adalbert of Prussia נסיך פרוסיה אדלברט Prince Albert of Prussia נסיך פרוסיה אלברכט Prince Alemayehu עלמיהו תוודרוס Prince Ali bin Hussein נסיך ירדן עלי בן חוסיין Prince Andrew of Greece and Denmark נסיך יוון ודנמרק אנדראס Prince August Wilhelm of Prussia נסיך פרוסיה אוגוסט וילהלם Prince Augustus William of Prussia נסיך פרוסיה אוגוסט וילהלם Prince Caspian הנסיך כספיאן Prince Charles Alexander of Lorraine נסיך לוריין קרל אלכסנדר Prince Charles Island אי הנסיך צ'ארלס Prince Charming האביר על הסוס הלבן Prince Claus of the Netherlands קלאוס פון אמסברג Prince Consort Albert נסיך סקסה-קובורג-גותה אלברט Prince Edward הנסיך אדוארד Prince Edward Island אי הנסיך אדוארד Prince Edward Island קטגוריה:אי הנסיך אדוארד Prince Eitel Friedrich of Prussia נסיך פרוסיה אייתל פרידריך Prince Esterházy Nikolaus I ניקולאוס אסטרהאזי Prince Eugene of Savoy הנסיך אויגן מסבויה Prince Faisal bin Hussein פייסל בן חוסיין Prince Felix of Bourbon-Parma פליקס מבורבון-פארמה Prince Fielder פרינס פילדר Prince Friedrich Karl of Prussia נסיך פרוסיה פרידריך קרל Prince Friso of Orange-Nassau נסיך אוראניה-נאסאו יוהאן-פריסו Prince George of Cambridge הנסיך ג'ורג' מקיימברידג' Prince George of Denmark דוכס קמברלנד הנסיך ג'ורג' Prince Harry הנסיך הארי מוויילס Prince Hassan bin Talal הנסיך חסן בן טלאל Prince Henry of Prussia נסיך פרוסיה היינריך Prince Hisahito of Akishino היסאהיטו Prince Igor הנסיך איגור Prince Imperial Napoléon נפוליאון אז'ן לואי Prince Islands איי הנסיכים Prince Joachim of Prussia נסיך פרוסיה יואכים Prince John of the United Kingdom נסיך הממלכה המאוחדת ג'ון Prince Kiril of Bulgaria נסיך בולגריה קיריל Prince Leopold of Bavaria נסיך בוואריה לאופולד Prince Lerotholi Seeiso נסיך לסוטו לרותולי סיסו Prince Louis of Battenberg לודוויג פון באטנברג Prince Maximilian of Baden מקס פון באדן Prince Napoléon Charles שארל נפוליאון בונפרטה Prince Naruhiko Higashikuni הנסיך היגשיקוני Prince Nicholas of Romania ניקולאה בראנה Prince Olav Harbour פרינס אולף הארבור Prince Oskar of Prussia נסיך פרוסיה אוסקר Prince Patrick Island אי הנסיך פטריק Prince Paul of Yugoslavia נסיך יוגוסלביה פאבלה Prince Randian הנסיך רנדיאן Prince Rupert's Drop טיפות הנסיך רופרט Prince Sadruddin Aga Khan סדראדין אגא חאן Prince Tagoe פרינס טגואה Prince Wilhelm of Prussia נסיך פרוסיה וילהלם Prince of Abkhazia Mikhail נסיך אבחזיה מיכאיל Prince of Asturias נסיך אסטוריאס Prince of Condé Louis נסיך דה קונדה לואי הראשון דה בורבון Prince of Eulenburg Philip הנסיך מאוילנבורג פיליפ Prince of Galilee Tancred נסיך הגליל טנקרד Prince of Hohenlohe-Schillingsfürst Chlodwig נסיך הוהנלוהה-שילינגספירסט כלודוויג Prince of Hohenzollern Karl Anton קרל אנטון פון הוהנצולרן Prince of Hohenzollern Leopold לאופולד פון הוהנצולרן Prince of Liechtenstein Franz Joseph II נסיך ליכטנשטיין פרנץ יוזף השני Prince of Liechtenstein Hans-Adam II הנס אדם השני Prince of Monaco Albert II נסיך מונאקו אלבר השני Prince of Monaco Rainier III נסיך מונאקו רנייה השלישי Prince of Nassau-Siegen John Maurice יוהאן מאוריץ ואן נאסאו-זיגן Prince of Orange Maurice נסיך אורנג' מוריץ Prince of Orange William IV נסיך אורנז'-נסאו וילם הרביעי Prince of Persia הנסיך הפרסי Prince of Persia: The Sands of Time הנסיך הפרסי: חולות הזמן Prince of Prussia Georg Friedrich גאורג פרידריך Prince of Prussia Louis Ferdinand נסיך פרוסיה לואיס פרדיננד Prince of Russia Nicholas Romanov ניקולאי רומנוביץ' רומנוב Prince of Schwarzenberg Karl Philipp קרל פיליפ שוורצנברג Prince of Scotland Alexander אלכסנדר מסקוטלנד Prince of Serbia Milan Obrenović II מילאן אוברנוביץ' Prince of Tyre Pericles פריקלס Prince of Wales נסיך ויילס Prince of Wales Arthur נסיך ויילס ארתור Prince of Wales Charles נסיך ויילס צ'ארלס Prince of Wales Coronet of Charles נסיך ויילס כתר צ'ארלס Prince of Wales Coronet of Frederick נסיך ויילס כתר פרידריק Prince of Wales Coronet of George נסיך ויילס כתר ג'ורג' Prince of Wales Frederick נסיך ויילס פרדריק Prince of Wales Henry Frederick נסיך ויילס הנרי פרדריק Prince of Wales Island אי הנסיך מוויילס Prince of Wales Strait מצר הנסיך מוויילס Prince of Wales's feathers נוצות נסיך ויילס Prince's Palace of Monaco ארמון מונאקו Prince-Bishopric of Liège בישופות לייז' Prince-elector נסיך בוחר Princeofpersialogo.jpg קובץ:Princeofpersialogo.jpg Princeps פרינקפס Princeps pollicis artery עורק האגודל הראשי Princeps senatus פרינקפס סנאטוס Princes קטגוריה:נסיכים Princes and Grand Masters of the Sovereign Military Order of Malta קטגוריה:נגידי מסדר ההוספיטלרים Princes in the British Isles קטגוריה:נסיכים אנגליים ובריטיים Princes in the Tower הנסיכים שבמצודה Princes of Andorra קטגוריה:הנסיכים-שותפים של אנדורה Princes of Liechtenstein קטגוריה:נסיכי ליכטנשטיין Princes of Monaco קטגוריה:נסיכי מונאקו Princes of Orange קטגוריה:נסיכי אוראניה-נאסאו Princes of Wales קטגוריה:נסיכי ויילס Princess Alice of Battenberg נסיכת באטנברג אליס Princess Alice of the United Kingdom נסיכת הממלכה המאוחדת אליס Princess Augusta of Bavaria נסיכת בוואריה אוגוסטה Princess Beatrice of York הנסיכה ביאטריס מיורק Princess Beatrice of the United Kingdom נסיכת הממלכה המאוחדת ביאטריס Princess Benedikte of Denmark נסיכת דנמרק בנדיקט Princess Charlotte Sophie of Saxe-Coburg-Saalfeld נסיכת סקסוניה-קובורג-זאלפלד שרלוטה סופיה Princess Charlotte of Cambridge הנסיכה שארלוט מקיימברידג' Princess Charlotte of Prussia נסיכת פרוסיה שרלוטה Princess Charlotte of Wales הנסיכה שארלוט מוויילס Princess Elisabeth of Hesse and by Rhine נסיכת הסן אליזבת Princess Eudoxia of Bulgaria נסיכת בולגריה אבדוקיה Princess Eugenie of York הנסיכה יוג'יני מיורק Princess Fahrelnissa Zeid פחר אל-ניסא זייד Princess Fiona הנסיכה פיונה Princess Helena Victoria of Schleswig-Holstein נסיכת שלזוויג-הולשטיין הלנה ויקטוריה Princess Helena of the United Kingdom נסיכת הממלכה המאוחדת הלנה Princess Ileana of Romania אילאנה מרומניה Princess Imperial of Brazil Isabel הנסיכה איזבל Princess Ingrid Alexandra of Norway נסיכת נורווגיה אינגריד אלכסנדרה Princess Irene of Hesse and by Rhine נסיכת הסן אירן Princess Irene of the Netherlands נסיכת הולנד איירין Princess Juliana International Airport נמל התעופה הנסיכה יוליאנה Princess Leia הנסיכה ליאה Princess Louise Margaret of Prussia נסיכת פרוסיה לואיזה מרגרטה Princess Louise of Prussia נסיכת פרוסיה לואיזה Princess Louise of Saxe-Gotha-Altenburg נסיכת סקסוניה-גותה-אלטנבורג לואיזה Princess Luise Dorothea of Prussia נסיכת פרוסיה לואיזה דורותיאה Princess Mafalda of Savoy נסיכת סבויה מפאלדה Princess Margaret of Connaught נסיכת קונוט מרגרט Princess Margaret of Prussia נסיכת פרוסיה מרגרטה Princess Margareta of Romania נסיכת רומניה מרגרטה Princess Margriet of the Netherlands נסיכת הולנד מרגריט Princess Marie Frederica of Hesse-Kassel נסיכת הסן-קאסל מריה פרדריקה Princess Marie Louise of Bourbon-Parma נסיכת בולגריה מריה לואיזה מבורבון-פארמה Princess Marie Louise of Bulgaria נסיכת בולגריה מריה לואיזה Princess Marie Louise of Savoy הנסיכה מארי תרז לואיז דה סבואה-קריניאן Princess Marie Louise of Schleswig-Holstein נסיכת שלזוויג-הולשטיין מרי לואיז Princess Mary Adelaide of Cambridge הנסיכה מרי אדלייד מקיימברידג' Princess Mononoke הנסיכה מונונוקי Princess Muna al-Hussein מלכת ירדן מונא Princess Märtha Louise of Norway נסיכת נורווגיה מרתה לואיז Princess Nadezhda of Bulgaria נסיכת בולגריה נדז'דה Princess Protection Program תוכנית להגנת נסיכות Princess Royal נסיכה מלכותית Princess Royal Anne הנסיכה המלכותית אן Princess Royal Charlotte הנסיכה המלכותית שארלוט Princess Royal Victoria הנסיכה המלכותית ויקטוריה Princess Royal and Countess of Harewood Mary הנסיכה המלכותית מרי Princess Royal and Princess of Orange Anne הנסיכה המלכותית אן Princess Royal and Princess of Orange Mary הנסיכה המלכותית מרי הנרייטה Princess Sissi סיסי הנסיכה Princess Sophie of Bavaria נסיכת בוואריה סופי Princess Sophie of Greece and Denmark נסיכת יוון ודנמרק סופיה Princess Stéphanie of Monaco נסיכת מונאקו סטפני Princess Toshi Aiko נסיכת יפן אייקו Princess Victoria Louise of Prussia נסיכת פרוסיה ויקטוריה לואיזה Princess Victoria Melita of Saxe-Coburg and Gotha נסיכת אדינבורו וסקסה-קובורג-גותה ויקטוריה מליטה Princess Victoria of Hesse and by Rhine נסיכת הסן ויקטוריה Princess Victoria of Saxe-Coburg-Saalfeld נסיכת סקסוניה-קובורג-זאלפלד ויקטוריה Princess Viktoria of Prussia נסיכת פרוסיה ויקטוריה Princess bride.jpg קובץ:The Princess Bride Princess cake עוגת הנסיכה Princess of Asturias Awards פרסי נסיך אסטוריאס Princess of Asturias Leonor נסיכת אסטוריאס לאונור Princess of Asturias Mercedes נסיכת אסטוריאס מרסדס Princess of China Princess of China Princess of Eboli Ana de Mendoza נסיכת אבולי אנה דה מנדוזה Princess of Hanover Caroline נסיכת הנובר קרוליין Princess of Monaco Charlene נסיכת מונאקו שרלין Princess of Orange Catharina-Amalia נסיכת הולנד קתרינה אמליה Princess of Wales נסיכת ויילס Princess of Wales Diana הנסיכה מוויילס דיאנה Princess of Wales Diana הנסיכה מוויילס קטגוריה:דיאנה Princess of Wales Funeral of Diana הלוויית הנסיכה דיאנה Princess of Wales Memorial Fountain Diana המזרקה לזכר הנסיכה דיאנה Princess of Wales Memorial Playground Diana גן המשחקים על שם הנסיכה דיאנה Princesses קטגוריה:נסיכות Princesses Royal קטגוריה:נסיכות מלכותיות Princesses of Wales קטגוריה:נסיכת ויילס Princesses of Wales תבנית:נסיכות ויילס Princeton פרינסטון Princeton University אוניברסיטת פרינסטון Princeton University קטגוריה:אוניברסיטת פרינסטון Princeton University alumni קטגוריה:בוגרי אוניברסיטת פרינסטון Princeton University faculty קטגוריה:סגל אוניברסיטת פרינסטון Principal component analysis ניתוח גורמים ראשיים Principal dancer רקדן ראשי Principal ideal domain תחום ראשי Principal ideal ring חוג בזו Principal passes of the Alps מעברי האלפים Principal photography שלב הצילומים Principality נסיכות Principality of Abkhazia נסיכות אבחזיה Principality of Achaea נסיכות אכאיה Principality of Ansbach נסיכות אנסבך Principality of Antioch נסיכות אנטיוכיה Principality of Aschaffenburg נסיכות אשפנבורג Principality of Galilee נסיכות הגליל Principality of Guria נסיכות גוריה Principality of Hungary הנסיכות הגדולה של הונגריה Principality of Lippe נסיכות ליפה Principality of Moldavia נסיכות מולדובה Principality of Schaumburg-Lippe נסיכות שאומבורג-ליפה Principality of Sealand נסיכות סילנד Principality of Seborga סבורגה Principality of Svaneti נסיכות סוואנתי Principality of Wales נסיכות ויילס Principality of the Pindus נסיכות פינד ומקדוניה Principal–agent problem בעיית המנהל-סוכן Principate התהוות הפרינקיפט Principes פרינקיפים Principia Mathematica פרינקיפיה מתמטיקה Principle of bivalence לוגיקה בוליאנית Principle of charity עקרון החסד Principle of faunal succession עקרון רצף הפאונה Principle of lateral continuity עקרון הסופרפוזיציה Principle of least action עקרון המילטון Principle of locality עקרון המקומיות Principle of original horizontality עקרון האופקיות המקורית Principle of restricted choice עקרון הבחירה המוגבלת Principles of Geology גאולוגיה#עקרונות יסוד בגאולוגיה Pringles פרינגלס Print screen Print screen Printed circuit board מעגל מודפס Printer מדפסת Printer's mark דגל מדפיסים Printers קטגוריה:מדפיסים Printing דפוס Printing קטגוריה:דפוס Printing press מכונת דפוס Printing terminology קטגוריה:מונחי הדפסה Printmaking הדפס Printmaking קטגוריה:הדפס Prints קטגוריה:הדפסים Prinz פרינץ Prion פריון Prionailurus חתול נמרי Prions קטגוריה:מחלות פריוניות Prior Park Landscape Garden פארק פריור Prior probability הסתברות פריורית Priority queue תור עדיפויות Priory of Sion מסדר ציון Pripyat פריפיאט Pripyat River פריפיאט Priscilla Cooper Tyler פרסילה קופר טיילר Priscilla Pointer פריסילה פוינטר Priscilla Presley פריסילה פרסלי Prislop Pass מעבר פריסלופ Prism Prism Prism מנסרה Prismacolor Prismacolor Prison בית סוהר Prison Break נמלטים Prison Four כלא ארבע Prison Six כלא שש Prison and correctional agencies קטגוריה:ארגוני כליאה Prison films קטגוריה:סרטי בית סוהר Prison officer סוהר Prison riot מרד אסירים Prison uniform מדי אסיר Prisoner X האסיר X Prisoner of war שבוי Prisoner of war films קטגוריה:סרטים העוסקים בשבי Prisoner's dilemma דילמת האסיר Prisoner-of-war camp מחנה שבויים Prisoner-of-war camps קטגוריה:מחנות שבויים Prisoners אסירים Prisoners and hats puzzle חידת הכובעים Prisoners of War חטופים Prisoners of the Sun אסירי השמש Prisoners of war קטגוריה:שבויי צבא Prisons קטגוריה:בתי סוהר Prisons by country קטגוריה:בתי סוהר לפי מדינה Prisons in France קטגוריה:צרפת: בתי סוהר Prisons in Germany קטגוריה:גרמניה: בתי סוהר Prisons in Iran קטגוריה:איראן: בתי סוהר Prisons in Israel קטגוריה:ישראל: בתי סוהר Prisons in Romania קטגוריה:רומניה: בתי סוהר Prisons in Russia קטגוריה:רוסיה: בתי סוהר Prisons in the United States קטגוריה:ארצות הברית: בתי סוהר Pristiformes קטגוריה:מסורנאים Pristina פרישטינה Pritzker Architecture Prize פרס פריצקר Pritzker Architecture Prize winners קטגוריה:זוכי פרס פריצקר Pritzker Prize laureates תבנית:זוכי פרס פריצקר Privacy הזכות לפרטיות Privacy קטגוריה:פרטיות Privacy laws of the United States ההגנה על הפרטיות בנזיקין Privacy policy ויקיפדיה:מדיניות הפרטיות PrivatBank פריבט-בנק Private Benjamin טוראית בנג'מין Private Eye Private Eye Private Practice מרפאה פרטית Private Property דיני רכוש Private Secretary to the Sovereign המזכיר הפרטי של הריבון Private detectives and investigators קטגוריה:חוקרים פרטיים Private equity קטגוריה:קרנות השקעה Private equity קרן השקעות פרטיות Private equity secondary market קרן השקעות פרטיות Private investigator חוקר פרטי Private language argument טיעון השפה הפרטית Private law משפט אזרחי Private prison בית סוהר פרטי Private property רכוש פרטי Private school חינוך פרטי Private spaceflight קטגוריה:מיזמי חלל פרטיים Private university אוניברסיטה פרטית Privateer פריבטיר Privatemusings/Socrates Sandbox סוקרטס Privatization הפרטה Privatization קטגוריה:הפרטה Privatization in Israel הפרטה בישראל Privilege פריווילגיה Privilege פריווילגיה חברתית Privy Council of Scotland המועצה המלכותית של סקוטלנד Privy Council of the United Kingdom המועצה המלכותית Privy Council of the United Kingdom קטגוריה:המועצה המלכותית Privy Seal of Japan חותם הקיסר Privy councils קטגוריה:מועצת המלוכה Prix Goncourt פרס גונקור Prix Goncourt winners קטגוריה:זוכי פרס גונקור Prix Médicis פרס מדיסיס Prix Médicis winners קטגוריה:זוכי פרס מדיסיס Prix Médicis étranger winners קטגוריה:זוכי פרס מדיסיס לסופר זר Prix de Rome פרס רומא Priyanka Chopra פריאנקה צ'ופרה Prize שלל ימי Prize money דמי שלל Prizren פריזרן Prizzi's Honor הכבוד של פריצי Pro Bowl פרו בול Pro Evolution Soccer Pro Evolution Soccer Pro Football Hall of Fame היכל התהילה של הפוטבול המקצועני Pro Football Hall of Fame inductees קטגוריה:חברי היכל התהילה של הפוטבול המקצועני Pro Patria and Res Publica Union IRL Pro bono פרו בונו Pro-Jerusalem Society האגודה למען ירושלים Pro-ana פרו-אנה ProPublica פרופבליקה ProTell פרו-טל Proa פרואה Proactivity פרואקטיביות Proatta פרואטה Proba-3 פרובה 3 Probabilistic Turing machine מכונת טיורינג הסתברותית Probabilistic encryption הצפנה הסתברותית Probabilistic inequalities קטגוריה:אי-שוויונות בתורת ההסתברות Probability הסתברות Probability axioms אקסיומות ההסתברות Probability density function פונקציית צפיפות Probability distribution התפלגות Probability distributions קטגוריה:התפלגויות Probability distributions תבנית:התפלגות Probability mass function פונקציית הסתברות Probability space מרחב הסתברות Probability theorems קטגוריה:משפטים בתורת ההסתברות Probability theorists קטגוריה:חוקרי תורת ההסתברות Probability theory קטגוריה:תורת ההסתברות Probability theory תורת ההסתברות Probability theory paradoxes קטגוריה:פרדוקסים הסתברותיים Probably approximately correct learning למידת PAC Probiotic פרוביוטיקה Probizhna פרוביז'נה Problem Problem Problem Child הילד השתגע מותק Problem Child 2 הילד השתגע 2 מותק Problem Child 3: Junior in Love הילד השתגע 3 מותק Problem gambling הימור פתולוגי Problem of Apollonius בעיית אפולוניוס Problem of evil בעיית הרוע Problem of induction בעיית האינדוקציה Problem solving פתרון בעיות Problem-based learning למידת חקר Problems of Peace and Socialism בעיות השלום והסוציאליזם Problitunity גביע Proboscidea בעלי חדק Proboscideans קטגוריה:בעלי חדק Proboscis monkey קוף חוטם Probot פרובוט Procapra צבי יעלי Procedural law משפט פרוצדורלי Procedural memory זיכרון נוהלי Procedural programming תכנות פרוצדורלי Procedure נוהל Procedure word נדב"ר Proceedings of the National Academy of Sciences of the United States of America PNAS Procellariidae יסעוריים Procellariidae קטגוריה:יסעוריים Procellariiformes יסעוראים Procellariiformes קטגוריה:יסעוראים Proceratosaurus פרוצרטוזאורוס Process קטגוריה:תהליכים Process תהליך Process engineering קטגוריה:התהליך ההנדסי Process flow diagram תזרים תהליך Process identifier מזהה תהליך Processor מעבד Processor register אוגר Proclamation of Islaz הכרזת איסלאז Proclamation of Timișoara הכרזת טימישוארה Procol Harum Procol Harum Procol Harum פרוקול הארום Proconsul פרוקונסול Proconsul africanus פרוקונסול אפריקני Procopius פרוקופיוס Procopius of Gaza פרוקופיוס מעזה Procoptodon פרוקופטודון Procrastination דחיינות Procreation sonnets סונטות ההולדה Procrustes פרוקרוסטוס Procter & Gamble פרוקטר אנד גמבל Procter & Gamble קטגוריה:פרוקטר אנד גמבל Procyon דביבון Procyon פרוקיון Procyonidae קטגוריה:ראקוניים Procyonidae ראקוניים Prodigy פרודיג'י Prodromoi פרודומוי Prodrug קדם-תרופה Producer מפיק Producers קטגוריה:מפיקים Producer–consumer problem בעיית יצרן-צרכן Product מוצר Product מכפלה Product activation אקטיבציה Product introductions by year קטגוריה:מכשירים לפי שנים Product key מספר סידורי Product lifecycle management ניהול מחזור חיי מוצר Product manager מנהל מוצר Product placement פרסום סמוי Product recall קריאה לתיקון Product rule כלל לייבניץ Product topology מרחב מכפלה Production תפוקה Production designer מעצב אמנותי Production function פונקציית ייצור Production–possibility frontier עקומת התמורה Productive and unproductive labour עבודה יצרנית Productivity פריון Productivity software חבילת יישומים משרדיים Products introduced in 1970 קטגוריה:מכשירים שהושקו ב-1970 Products introduced in 1972 קטגוריה:מכשירים שהושקו ב-1972 Products introduced in 1973 קטגוריה:מכשירים שהושקו ב-1973 Products introduced in 1976 קטגוריה:מכשירים שהושקו ב-1976 Products introduced in 1977 קטגוריה:מכשירים שהושקו ב-1977 Products introduced in 1979 קטגוריה:מכשירים שהושקו ב-1979 Products introduced in 1980 קטגוריה:מכשירים שהושקו ב-1980 Products introduced in 1981 קטגוריה:מכשירים שהושקו ב-1981 Products introduced in 1982 קטגוריה:מכשירים שהושקו ב-1982 Products introduced in 1983 קטגוריה:מכשירים שהושקו ב-1983 Products introduced in 1984 קטגוריה:מכשירים שהושקו ב-1984 Products introduced in 1985 קטגוריה:מכשירים שהושקו ב-1985 Products introduced in 1986 קטגוריה:מכשירים שהושקו ב-1986 Products introduced in 1988 קטגוריה:מכשירים שהושקו ב-1988 Products introduced in 1989 קטגוריה:מכשירים שהושקו ב-1989 Products introduced in 1990 קטגוריה:מכשירים שהושקו ב-1990 Products introduced in 1994 קטגוריה:מכשירים שהושקו ב-1994 Products introduced in 1996 קטגוריה:מכשירים שהושקו ב-1996 Products introduced in 1998 קטגוריה:מכשירים שהושקו ב-1998 Products introduced in 1999 קטגוריה:מכשירים שהושקו ב-1999 Products introduced in 2000 קטגוריה:מכשירים שהושקו ב-2000 Products introduced in 2001 קטגוריה:מכשירים שהושקו ב-2001 Products introduced in 2004 קטגוריה:מכשירים שהושקו ב-2004 Products introduced in 2005 קטגוריה:מכשירים שהושקו ב-2005 Products introduced in 2006 קטגוריה:מכשירים שהושקו ב-2006 Products introduced in 2007 קטגוריה:מכשירים שהושקו ב-2007 Products introduced in 2008 קטגוריה:מכשירים שהושקו ב-2008 Products introduced in 2009 קטגוריה:מכשירים שהושקו ב-2009 Products introduced in 2010 קטגוריה:מכשירים שהושקו ב-2010 Products introduced in 2011 קטגוריה:מכשירים שהושקו ב-2011 Products introduced in 2012 קטגוריה:מכשירים שהושקו ב-2012 Products introduced in 2013 קטגוריה:מכשירים שהושקו ב-2013 Products introduced in 2014 קטגוריה:מכשירים שהושקו ב-2014 Products introduced in 2015 קטגוריה:מכשירים שהושקו ב-2015 Prof McCarthy/Machine מכונה Prof.junirullah/sandbox משתמש:Junirullah Profanity ניבול פה Profanity קטגוריה:ניבולי פה Profession מקצוע Profession user templates קטגוריה:ויקיפדיה - משתמש - מקצוע Professional Air Traffic Controllers Organization שביתת פקחי הטיסה בארצות הברית Professional Association of Diving Instructors PADI Professional Therapist Dr. Katz מטפל מקצועי ד"ר כץ Professional association אגודה מקצועית Professional associations קטגוריה:אגודות מקצועיות Professional bodybuilders קטגוריה:מפתחי גוף Professional bodybuilding competitions קטגוריה:תחרויות פיתוח גוף Professional video camera מצלמת וידאו Professional wrestlers קטגוריה:מתאבקים מקצוענים Professional wrestling היאבקות מקצועית Professional wrestling קטגוריה:היאבקות מקצועית ProfessionalEngineering הנדסה Professor פרופסור Professor Farnsworth יוברט ג'. פארנסוורת' Professor Mamlock פרופסור מאמלוק Professor Moriarty פרופסור מוריארטי Professor Satchafunkilus and the Musterion of Rock Professor Satchafunkilus and the Musterion of Rock Professor X צ'ארלס אקסבייר Professors for a Strong Israel המועצה האקדמית למדיניות לאומית Profeti della Quinta נביאי הקווינטה Profiat Duran פרופייט דוראן Profile פרופיל Profile 21 פרופיל 21 Profinite group חבורה פרו-סופית Profit Profit Profit רווח Profit warning אזהרת רווח Profumo affair פרשת פרופיומו Progeria פרוגריה Progesterone פרוגסטרון Progestin פרוגסטין Prognosis פרוגנוזה Program תוכנית Program Manager מנהל תוכניות Program Segment Prefix Program Segment Prefix Program evaluation הערכת ביצוע Program music מוזיקה תוכניתית Programmable logic controller בקר לוגי מיתכנת Programme תוכנייה Programme for International Student Assessment מבחן פיז"ה Programmed Data Processor PDP Programmed cell death מוות תאי מתוכנת Programmed learning הוראה מתוכנתת Programmer מתכנת Programming תכנות Programming complexity סיבוכיות קוד Programming language שפת תכנות Programming language designers קטגוריה:מפתחי שפות תכנות Programming languages קטגוריה:שפות תכנות Programming paradigm פרדיגמת תכנות Programming paradigms קטגוריה:פרדיגמות תכנות Programming tool כלי תכנות Progress פרוגרס Progress Party מפלגת הקידמה Progress and Development קידמה ופיתוח Progress and Poverty קידמה ועוני Progress and Work קידמה ועבודה Progress in International Reading Literacy Study מחקר התקדמות באוריינות קריאה בינלאומית Progression תבנית:התקדמות Progressive Alliance of Socialists and Democrats הברית הפרוגרסיבית של סוציאליסטים ודמוקרטים Progressive List for Peace הרשימה המתקדמת לשלום Progressive National Alliance ברית לאומית מתקדמת Progressive Party המפלגה הפרוגרסיבית Progressive Socialist Party המפלגה הסוציאליסטית הפרוגרסיבית Progressive collapse התמוטטות פרוגרסיבית Progressive metal פרוגרסיב מטאל Progressive metal musical groups קטגוריה:להקות פרוגרסיב מטאל Progressive myoclonus epilepsy אפילפסיה מיוקלונית מתקדמת Progressive rock קטגוריה:רוק מתקדם Progressive rock רוק מתקדם Progressive rock albums קטגוריה:אלבומי רוק מתקדם Progressive rock groups קטגוריה:להקות רוק מתקדם Progressive rock songs קטגוריה:שירי רוק מתקדם Progressivism קידמה Prohibition חוק יובש Prohibition קטגוריה:תקופת היובש Prohibition Party מפלגת האיסור Prohibition against slaughtering an animal and its offspring on the same day אותו ואת בנו לא תשחטו ביום אחד Prohibition in the United States תקופת היובש Prohibition of Kohen defilement by the dead האיסור לכהן להיטמא למת Proinsulin פרואינסולין Project מיזם Project 57 פרויקט 57 Project Azorian פרויקט אזוריאן Project Blue Book פרויקט הספר הכחול Project Daedalus פרויקט דדלוס Project Euler פרויקט אוילר Project Gemini קטגוריה:תוכנית ג'מיני Project Gemini תוכנית ג'מיני Project Glass Project Glass Project Gutenberg פרויקט גוטנברג Project HARP HARP Project Habakkuk פרויקט חבקוק Project Interchange Project Interchange Project Loon פרויקט לון Project MKUltra פרויקט MKULTRA Project MUSE MUSE Project Mercury קטגוריה:תוכנית מרקורי Project Mercury תוכנית מרקורי Project Mogul פרויקט מוגול Project Mohole פרויקט מוהול Project Pigeon פרויקט יונה Project Prometheus פרויקט פרומתאוס Project Renewal פרויקט שיקום שכונות Project Runeberg פרויקט רונברג Project Runway פרויקט מסלול Project Runway Israel פרויקט מסלול Project Steve פרויקט סטיב Project Vanguard תוכנית ואנגארד Project West Ford פרויקט ווסט פורד Project for Public Spaces פרויקט המקומות הציבוריים Project management ניהול פרויקטים Project management קטגוריה:ניהול פרויקטים Project-based learning למידה מבוססת פרויקטים Project64 Project64 Projection הטלה Projection-slice theorem משפט ההיטל המרכזי Projection-valued measure מידה הטלתית Projective geometry גאומטריה פרויקטיבית Projective geometry קטגוריה:גאומטריה פרויקטיבית Projective identification הזדהות השלכתית Projective module מודול פרויקטיבי Projective plane מישור פרויקטיבי Projective space מרחב פרויקטיבי Projective test מבחן השלכה Projective transformation העתקה פרויקטיבית Projective variety יריעה אלגברית פרויקטיבית Projector מקרן Projects in the Jungle Projects in the Jungle Prokaryote פרוקריוטים Prokaryotes קטגוריה:פרוקריוטים Prokuplje פרוקופליה Prolactin פרולקטין Prolegomena to Any Future Metaphysics הקדמות לכל מטפיזיקה בעתיד Proline פרולין Prolog פרולוג Prologue פרולוג Prolonged exposure therapy תרפיית חשיפה ממושכת Prolonged grief disorder אבל פתולוגי Prom נשף סיום Prom Night ליל הבכורה Promagistrate פרומגיסטראט Prometheus פרומתאוס Prometheus Bound פרומתאוס הכבול Promethium פרומתיום Promise Me מיירון בוליטר#ספרי הסדרה Promised Land הארץ המובטחת Promissory note שטר חוב Promoter קדם Promotion הכתרה Promotion קידום Promotion קידום מקצועי Promotional recording סינגל שיווקי Prompt Global Strike תקיפה גלובלית מיידית Prompter לחשן Pronator quadratus muscle השריר הכפן המרובע Pronator teres muscle השריר הכפן העגול Pronghorn אנטילוקפרה אמריקנית Pronoia פרונויה Pronoun כינוי גוף Pronto פרונטו Pronunciation הגייה Pronunciation templates קטגוריה:תבניות תעתיק Proof הוכחה Proof פרוף Proof by contradiction הוכחה בדרך השלילה Proof by infinite descent נסיגה אינסופית Proof of concept הוכחת היתכנות Proof theory תורת ההוכחות Proofreading הגהה Prop פרופס Propaganda קטגוריה:תעמולה Propaganda תעמולה Propaganda films קטגוריה:סרטי תעמולה Propaganda in the Soviet Union קטגוריה:תעמולה בברית המועצות Propagandhi פרופאגאנדי Propagandists קטגוריה:שדרני תעמולה Propagule יחידת הפצה Propane פרופאן Propanol פרופנול Propeller מדחף Propene פרופן Proper פרופר Proper behavior precedes the Torah דרך ארץ קדמה לתורה Proper palmar digital arteries עורקי האצבעות הכפיים המיוחדים Proper time זמן עצמי Properties of groups קטגוריה:משפחות של חבורות Property קטגוריה:רכוש Property קניין Property רכוש Property תכונה Property case law קטגוריה:פסקי דין בדיני קניין Property is theft! רכוש הוא גזל Property law דיני קניין Property law קטגוריה:דיני קניין Property management ניהול נדל"ן Property testing בדיקת תכונות מדגמית PropertyLink יחידה:PropertyLink Prophecy נבואה Prophecy קטגוריה:נבואה Prophecy of the Popes נבואת האפיפיורים Prophet נביא Prophets קטגוריה:נביאים Prophets and messengers in Islam נביאי האסלאם Prophets of Islam קטגוריה:נביאי האסלאם Prophets of the Hebrew Bible קטגוריה:נביאים בתנ"ך Prophylaxis פרופילקטיקה Propionic acid חומצה פרופנואית Propofol פרופופול Propolis פרופוליס Proportional navigation ניווט יחסי Proportional representation בחירות בשיטה היחסית Proportionality יחס ישר Proportionality מידתיות Proposed weapons קטגוריה:מוצרים עתידיים: אמצעי לחימה Proposition טענה Propositional calculus תחשיב הפסוקים Proprioception קינסטזיה Propylaea פרופילאה Propylene glycol פרופילן גליקול Prora פרורה Proscenium פרוסניום Prosciutto פרושוטו Prose פרוזה Prose Edda אדה פרוזאית Prosecutor תובע Prosecutor General of Russia התובע הכללי של רוסיה Prosecutor's fallacy כשל התובע Proselyte גר Prosimian קיפופים Prosobranchia קדם-זימאים Prosody פרוזודיה Prosopagnosia פרוסופגנוזיה Prosopis farcta ינבוט השדה Prosopography פרוסופוגרפיה Prospect פרוספקט Prospect Park פארק פרוספקט Prospect Park Zoo גן החיות פארק פרוספקט Prospect theory תורת הערך Prospective memory זיכרון פרוספקטיבי Prospectus תשקיף Prospekt's March Prospekt's March Prosper Montagné פרוספר מונטיין Prosper Mérimée פרוספר מרימה Prospero autumnale בן-חצב סתווני Prostaglandin פרוסטגלנדין Prostate בלוטת הערמונית Prostate cancer סרטן הערמונית Prosthesis תותב Prostitution זנות Prostitution קטגוריה:זנות Prostitution law מעמדה המשפטי של הזנות Prostějov פרוסטיוב Prosumer יצרכן Proszowice פרושוביצה Protactinium פרוטקטיניום Protagonist פרוטגוניסט Protagoras פרוטגורס Protalix BioTherapeutics פרוטליקס Proteales קטגוריה:פרוטאאים Protease פרוטאז Proteasome פרוטאזום Protected areas of the United States קטגוריה:ארצות הברית: שמורות טבע Protected cruiser סיירת מוגנת Protection of sources חיסיון עיתונאי Protection policy ויקיפדיה:דף מוגן Protection policy/new ויקיפדיה:דף מוגן Protection racket דמי חסות Protectionism פרוטקציוניזם Protective security units קטגוריה:ארגוני אבטחת אישים Protector פרוטקטור Protector USV פרוטקטור Protectorate מדינת חסות Protectorate of Bohemia and Moravia הפרוטקטורט של בוהמיה ומוראביה Proteidae פרוטיאוסיים Proteidae קטגוריה:פרוטיאוסיים Protein חלבון Protein Data Bank בנק מידע החלבונים Protein domain מתחם בקיפול חלבון Protein filament פילמנט Protein folding קיפול חלבונים Protein kinase קינאז#פרוטאין קינאז Protein kinase A פרוטאין קינאז A Protein kinase C פרוטאין קינאז C Protein methods קטגוריה:שיטות חלבונים Protein methods שיטות חלבונים Protein microarray מיקרו מערכי חלבון Protein primary structure מבנה ראשוני Protein quaternary structure מבנה רביעוני Protein secondary structure מבנה שניוני Protein tertiary structure מבנה שלישוני Proteinase K פרוטאז K Proteins קטגוריה:חלבונים Proteins/Sandbox2 ויליאם שייקספיר Proteinuria פרוטאינוריה Protein–protein interaction אינטראקציית חלבון-חלבון Protein–protein interaction assays קטגוריה:שיטות חלבונים Proteobacteria פרוטאובקטריה Proteobacteria קטגוריה:חיידקים ארגמניים Proteoglycan פרוטאוגליקן Proteome פרוטאום Proteomics פרוטאומיקה Proteostasis פרוטוסטאזיס Proterozoic פרוטרוזואיקון Protest מחאה Protest against conscription of yeshiva students הפגנת החרדים נגד גיוס בני ישיבות Protest song שיר מחאה Protest songs קטגוריה:שירי מחאה Protest tactics קטגוריה:דרכי מחאה Protest vote הצבעת מחאה Protestant Reformation הרפורמציה הפרוטסטנטית Protestantism נצרות פרוטסטנטית Protestantism קטגוריה:נצרות פרוטסטנטית Protestantism תבנית:פרוטסטנטיות Protests קטגוריה:מחאה Protests in Israel קטגוריה:הפגנות בישראל Protests in the United States קטגוריה:מחאה בארצות הברית Proteus פרוטאוס Proteus syndrome תסמונת פרוטאוס Prothesis ספיחה תחילית Protist פרוטיסטים Protista קטגוריה:פרוטיסטה Proto-Canaanite alphabet אלפבית פרוטו-כנעני Proto-Circassian language פרוטו-צ'רקסית Proto-Greek language פרוטו-יוונית Proto-Mongols מונגוליה הפרה-אימפריאלית Proto-Semitic language פרוטו-שמית Proto-Sinaitic script כתובות פרוטו-סינאיות Proto-Zionism מבשרי הציונות Proto-language שפה אם Proto-writing פרוטו-כתב Protoceratops פרוטוצרטופס Protocetidae פרוטוצטיים Protochronism פרוטוכרוניזם Protocol כללי הטקס Protocol פרוטוקול Protocol Concerning the Redeployment in Hebron הסכם חברון Protofeminism פרוטופמיניזם Proton פרוטון Proton emission פליטת פרוטון Proton therapy הקרנת פרוטונים Proton-pump inhibitor מעכבי משאבות פרוטונים Protonation פרוטונציה Proton–proton chain reaction שרשרת פרוטון-פרוטון Protoplanet קדם-כוכב לכת Protoplanetary disk דיסקה קדם-פלנטרית Protoplast פרוטופלאסט Protopterus דגי ריאות אפריקניים Protostar קדם-כוכב Prototype Prototype Prototype אב טיפוס Prototype pattern תבנית Prototype Prototype theory אב טיפוס Protozoa פרוטוזואה Protozoal diseases קטגוריה:מחלות חד-תאיים Protozoology פרוטוזואולוגיה Proud and Free Stand and Sing of Zambia המנון זמביה Proust Questionnaire שאלון פרוסט Provadia פרובאדיה Provence פרובאנס Provence-Alpes-Côte d'Azur פרובאנס-אלפ-קוט ד'אזור Provence-Alpes-Côte d'Azur קטגוריה:פרובאנס-אלפ-קוט ד'אזור Proventriculus קיבת הבלוטות Provençal Jews קטגוריה:רבנים פרובנסליים Proverb פתגם Proverbs 31 אשת חיל Providence Friars men's basketball players קטגוריה:כדורסלני פרובידנס קולג' Providence Steamrollers פרובידנס סטימרולרס ProvidenceRI seal.png תמונה:ProvidenceRIseal.gif Providencia and Santa Catalina Archipelago of San Andrés סן אנדרס ופרובידנסיה Province פרובינציה Province of Agrigento אגריג'נטו Province of Alessandria אלסנדריה Province of Ancona אנקונה Province of Arezzo ארצו Province of Ascoli Piceno אסקולי פיצ'נו Province of Asti אסטי Province of Avellino אבלינו Province of Bari בארי Province of Barletta-Andria-Trani בארלטה-אנדריה-טראני Province of Belluno בלונו Province of Benevento בנוונטו Province of Bergamo ברגמו Province of Biella ביאלה Province of Bologna בולוניה Province of Brescia ברשה Province of Brindisi ברינדיזי Province of Cagliari קליארי Province of Caltanissetta קלטניסטה Province of Campobasso קמפובאסו Province of Carbonia-Iglesias קרבוניה איגלסיס Province of Carolina פרובינציית קרוליינה Province of Caserta קזרטה Province of Castellón מחוז קאסטיון Province of Catania קטניה Province of Catanzaro קטנזארו Province of Chieti קייטי Province of Como קומו Province of Cosenza קוזנצה Province of Cremona קרמונה Province of Crotone קרוטונה Province of Cuneo קונאו Province of Cádiz מחוז קדיס Province of East Prussia פרובינציית פרוסיה המזרחית Province of Enna אנה Province of Fermo פרמו Province of Ferrara פרארה Province of Florence פירנצה Province of Foggia פוג'ה Province of Forlì-Cesena פורלי-צ'זנה Province of Frosinone פרוזינונה Province of Genoa ג'נובה Province of Girona מחוז ז'ירונה Province of Gorizia גוריציה Province of Grosseto גרוסטו Province of Hanover פרובינציית הנובר Province of Hohenzollern פרובינציית הוהנצולרן Province of Imperia אימפריה Province of Isernia איסרניה Province of L'Aquila ל'אקווילה Province of La Spezia לה ספציה Province of Latina לאטינה Province of Lecce לצ'ה Province of Lecco לקו Province of Livorno ליבורנו Province of Lodi לודי Province of Lucca לוקה Province of Macerata מצ'רטה Province of Mantua מנטובה Province of Massa and Carrara מאסה-קרארה Province of Matera מטרה Province of Messina מסינה Province of Milan מילאנו Province of Modena מודנה Province of Monza and Brianza מונצה-בריאנצה Province of Naples נאפולי Province of Nuoro נואורו Province of Olbia-Tempio אולביה טמפיו Province of Olbia-Tempio קטגוריה:נפת אולביה-טמפיו Province of Padua פדובה Province of Palermo פלרמו Province of Parma פארמה Province of Pavia פאביה Province of Pennsylvania הפרובינציה של פנסילבניה Province of Perugia פרוג'ה Province of Pesaro and Urbino פזארו אה אורבינו Province of Pescara פסקארה Province of Piacenza פיאצ'נצה Province of Pisa פיזה Province of Pistoia פיסטויה Province of Pordenone פורדנונה Province of Potenza פוטנצה Province of Prato פראטו Province of Ragusa רגוזה Province of Reggio Calabria רג'ו די קלבריה Province of Rieti ריאטי Province of Rome רומא Province of Rovigo רוביגו Province of Salerno סלרנו Province of Sassari סאסארי Province of Sassari קטגוריה:נפת סאסארי Province of Savona סאבונה Province of Saxony פרובינציית סקסוניה Province of Siena סיינה Province of Sondrio סונדריו Province of Syracuse סירקוזה Province of Taranto טאראנטו Province of Tarragona מחוז טרגונה Province of Tarragona קטגוריה:טרגונה Province of Teramo טראמו Province of Terni טרני Province of Trapani טרפאני Province of Treviso טרוויזו Province of Trieste טריאסטה Province of Udine אודינה Province of Varese וארזה Province of Venice ונציה Province of Verona ורונה Province of Vibo Valentia ויבו ולנטיה Province of Vicenza ויצ'נצה Province of Viterbo ויטרבו Province-level divisions of China תבנית:מחוזות סין Provinces קטגוריה:נפות Provinces and territories of Canada הפרובינציות והטריטוריות של קנדה Provinces and territories of Canada קטגוריה:קנדה: פרובינציות וטריטוריות Provinces and territories of Canada תבנית:הפרובינציות והטריטוריות של קנדה Provinces of Afghanistan מחוזות אפגניסטן Provinces of Algeria מחוזות אלג'יריה Provinces of Angola מחוזות אנגולה Provinces of Angola קטגוריה:אנגולה: מחוזות Provinces of Argentina פרובינציות ארגנטינה Provinces of Argentina קטגוריה:ארגנטינה: פרובינציות Provinces of Belgium מחוזות בלגיה Provinces of Belgium קטגוריה:בלגיה: מחוזות Provinces of Bulgaria מחוזות בולגריה Provinces of Bulgaria קטגוריה:בולגריה: מחוזות Provinces of Burundi מחוזות בורונדי Provinces of Cambodia קטגוריה:קמבודיה: מחוזות Provinces of Chile פרובינציות צ'ילה Provinces of Chile קטגוריה:צ'ילה: פרובינציות Provinces of China מחוזות הרפובליקה העממית של סין Provinces of Costa Rica מחוזות קוסטה ריקה Provinces of Costa Rica קטגוריה:קוסטה ריקה: מחוזות Provinces of Cuba מחוזות קובה Provinces of Cuba קטגוריה:קובה: מחוזות Provinces of Ecuador מחוזות אקוודור Provinces of Ecuador קטגוריה:אקוודור: מחוזות Provinces of Equatorial Guinea מחוזות גינאה המשוונית Provinces of Ethiopia קטגוריה:אתיופיה: מחוזות היסטוריים Provinces of Finland מחוזות פינלנד Provinces of Gabon מחוזות גבון Provinces of Indonesia מחוזות אינדונזיה Provinces of Indonesia קטגוריה:אינדונזיה: מחוזות Provinces of Iran מחוזות איראן Provinces of Iran קטגוריה:איראן: מחוזות Provinces of Iran תבנית:מחוזות איראן Provinces of Ireland פרובינציות אירלנד Provinces of Italy נפות איטליה Provinces of Italy קטגוריה:איטליה: נפות Provinces of Kenya מחוזות קניה Provinces of Madagascar מחוזות מדגסקר Provinces of Mongolia מחוזות מונגוליה Provinces of Mongolia קטגוריה:מונגוליה: מחוזות Provinces of Mozambique מחוזות מוזמביק Provinces of Pakistan קטגוריה:פקיסטן: מחוזות Provinces of Panama מחוזות פנמה Provinces of Papua New Guinea מחוזות פפואה גינאה החדשה Provinces of Rwanda מחוזות רואנדה Provinces of Sardinia קטגוריה:סרדיניה:נפות Provinces of Sierra Leone מחוזות סיירה לאון Provinces of South Africa פרובינציות דרום אפריקה Provinces of South Africa קטגוריה:דרום אפריקה: פרובינציות Provinces of Sri Lanka מחוזות סרי לנקה Provinces of Sweden חלוקה מנהלית של שוודיה Provinces of São Tomé and Príncipe מחוזות סאו טומה ופרינסיפה Provinces of Thailand מחוזות תאילנד Provinces of Turkey נפות טורקיה Provinces of Turkey קטגוריה:טורקיה: נפות Provinces of Vanuatu מחוזות ונואטו Provinces of Zimbabwe מחוזות זימבבואה Provinces of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: מחוזות Provinces of the Dominican Republic מחוזות הרפובליקה הדומיניקנית Provinces of the Netherlands מחוזות הולנד Provinces of the Netherlands קטגוריה:הולנד: מחוזות Provinces of the Netherlands תבנית:מחוזות הולנד Provinces of the Solomon Islands מחוזות איי שלמה Provincial and territorial capitals of Canada קטגוריה:פרובינציות קנדה: ערי בירה Provincial and territorial symbols of Canada קטגוריה:פרובינציות קנדה: סמלים Provincial symbols of Alberta קטגוריה:אלברטה: סמלים Provincial symbols of British Columbia קטגוריה:קולומביה הבריטית: סמלים Provincial symbols of Manitoba קטגוריה:מניטובה: סמלים Provincial symbols of New Brunswick קטגוריה:ניו ברנזוויק: סמלים Provincial symbols of Newfoundland and Labrador קטגוריה:ניופאונדלנד ולברדור: סמלים Provincial symbols of Nova Scotia קטגוריה:נובה סקוטיה: סמלים Provincial symbols of Ontario קטגוריה:אונטריו: סמלים Provincial symbols of Prince Edward Island קטגוריה:אי הנסיך אדוארד: סמלים Provincial symbols of Quebec קטגוריה:קוויבק: סמלים Provincial symbols of Saskatchewan קטגוריה:ססקצ'ואן: סמלים Provins פרובן Provisional Government of the French Republic הממשלה הזמנית של הרפובליקה הצרפתית Provisional National Government of the Southwestern Caucasus רפובליקת קארס Provisional State Council מועצת המדינה הזמנית Provisional government ממשלת מעבר Provisional government of Israel הממשלה הזמנית Provolone פרובולונה Proxemics תאוריית הקרבה הבין-אישית Proxima Centauri פרוקסימה קנטאורי Proximal convoluted tubule האבובית המקורבת Proximal renal tubular acidosis RTA type 2 Proximity fuze מרעום קרבה Proxy server שרת פרוקסי Proxy war מלחמה באמצעות שליח Prozac Nation דור הפרוזאק Prozbul פרוזבול Pruchnik פרוחניק Prudente de Morais פרודנטה דה מוראיס Prudhoe Bay Oil Field שדה פרודהו ביי Pruitt–Igoe פרואיט איגו Prunella Scales פרונלה סקיילס Pruning גיזום Pruning shears מזמרה Prunus פרונוס Prunus armeniaca משמש Prunus domestica שזיף Prunus korshinskyi שקד קטן-עלים Prunus prostrata דובדבן שרוע Prunus ursina שזיף הדב Prusias I of Bithynia מלך ביתיניה פרוסיאס הראשון Prussia פרוסיה Prussia קטגוריה:פרוסיה Prussian Army הצבא הפרוסי Prussian Army קטגוריה:הצבא הפרוסי Prussian Blue פראשן בלו Prussian Military Academy האקדמיה הצבאית הפרוסית Prussian Navy הצי הפרוסי Prussian blue כחול פרוסי Prut פרוט Prutah פרוטה Pruth River Campaign המלחמה העות'מאנית-רוסית Pruzhany פרוז'ני Pryluky פרילוקי Pryvitne סוויניוחי Przasnysz פשאסניש Przedbórz פשדבוז' Przemysław Tytoń פשמיסלאב טיטון Przemyśl פשמישל Przewalski's gazelle צבי יעלי פז'בלסקי Przewalski's horse סוס פז'בלסקי Przeworsk פשבורסק Przyrów פשירוב Przysucha פשיסחה Przysucha County Odrzywół אודז'יבול Przytyk פשיטיק Przytyk pogrom פוגרום פשיטיק Prüfer domain תחום פרופר Prüfer sequence קוד פרופר Ps Ps Psagot פסגות Psagot Investment House פסגות בית השקעות Psalm 100 מזמור לתודה Psalm 114 בצאת ישראל Psalm 119 אשרי תמימי דרך Psalm 136 הלל הגדול Psalm 137 על נהרות בבל Psalm 151 מזמור קנ"א Psalm 16 מכתם לדוד Psalm 20 למנצח מזמור לדוד Psalm 23 מזמור לדוד ה' רועי לא אחסר Psalm 24 לדוד מזמור Psalm 29 מזמור לדוד הבו לה' בני אלים Psalm 30 מזמור שיר חנוכת הבית Psalm 67 למנצח בנגינות Psalm 83 שיר מזמור לאסף - אלוהים אל דמי לך Psalm 91 שיר של פגעים Psalm 94 אל נקמות Psalms קטגוריה:מזמורי תהילים Psalms תהילים Psalms 152–155 מזמורי קנ"א-קנ"ד Psalms of Solomon מזמורי שלמה Psalter פסלטר Psalters קטגוריה:פסלטרים Psammophylax rhombeatus נחש חולי מפוספס Pschemp/TV ואן טורקי Pschemp/sandbox סריגה Pseudanthias פזית Pseudechis australis נחש מולגה Pseudepigrapha פסאודואפיגרפיה Pseudo-Philo קדמוניות המקרא Pseudo-Richard/Filioque רוח הקודש Pseudo-squeeze משחק לחץ מדומה Pseudobulbar palsy תסמונת פסאודובולברית Pseudocerastes שפיפון Pseudocerastes persicus fieldi שפיפון הנגב Pseudochromis צבעון Pseudochromis fridmani צבעון פרידמן Pseudocode פסאודו קוד Pseudocommando פסאודו קומנדו Pseudogene פסאודוגן Pseudois כבש כחול Pseudomonas Pseudomonas Pseudomonas stutzeri Pseudomonas stutzeri Pseudomorph פסאודומורפיזם Pseudonym שם עט Pseudonymous artists קטגוריה:אמנים הידועים בשם במה Pseudonymous writers קטגוריה:סופרים הידועים בשם עט Pseudonyms קטגוריה:שמות עט Pseudophilautus stellatus צפרדע שיחים בוהקת Pseudoprime מספר פסאודו-ראשוני Pseudorandom function family פונקציה פסבדו-אקראית קריפטוגרפית Pseudorandom noise רעש פסאודו-אקראי Pseudorandom number generator מחולל מספרים פסאודו-אקראיים Pseudorange פסאודו-טווח Pseudoscience פסאודו-מדע Pseudoscience קטגוריה:פסאודו-מדע Pseudoscorpion דמויי-עקרב Pseudotsuga צוגנית Pseudoword מילת תפל Pshavi פשאבי Pshevorsk חסידות פשעווארסק Psi פסי Psidium גויאבה Psidium cattleyanum גויאבה תותית Psidium friedrichsthalianum גויאבת קוסטה ריקה Psidium guajava גויאבה מצויה Psilocybin פסילוציבין Psilocybin mushroom פטריות פסילוסיבין Psiloi פסילוי Psilotaceae פסילוטים Psilotaceae קטגוריה:פסילוטים Psilotopsida חשוכי עלים Psittacidae קטגוריה:תוכיים Psittacidae תוכיים Psittaciformes קטגוריה:תוכאים Psittacosaurus פסיטקוזאורוס Psittacula דררה Psittacula קטגוריה:דררות Psittaculidae דרראים Psittrichasiidae תוכיים נשריים Pskov פסקוב Pskov Oblast פסקוב Pskov Oblast Usvyatsky District Usvyaty אוסווייטי Psneog/ৱিকিপিডিয়া:সদন ויקיפדיה:שער הקהילה Psoralen פסוראלן Psoriasis פסוריאזיס Psou River פסואו Psuko Shel Yom פסוקו של יום Psy סיי PsycINFO PsycINFO Psych בניחוש חוקר Psyche Revived by Cupid's Kiss פסיכה מתעוררת מנשיקת קופידון Psychedelic drug סם פסיכדלי Psychedelic drugs קטגוריה:סמים פסיכדליים Psychedelic music מוזיקה פסיכדלית Psychedelic musical groups קטגוריה:להקות רוק פסיכדלי Psychedelic rock רוק פסיכדלי Psychedelic rock songs קטגוריה:שירי רוק פסיכדלי Psychedelic songs קטגוריה:שירים פסיכדלים Psychedelic therapy טיפול פסיכדלי Psychedelic trance טראנס פסיכדלי Psychiatric advance directive הוראה מקדימה בפסיכיאטריה Psychiatric hospital בית חולים פסיכיאטרי Psychiatric hospitals קטגוריה:בתי חולים פסיכיאטריים Psychiatric hospitals in Israel קטגוריה:בתי חולים פסיכיאטריים בישראל Psychiatric medication תרופה פסיכיאטרית Psychiatric rehabilitation שיקום פסיכיאטרי Psychiatric treatments קטגוריה:טיפולים פסיכיאטריים Psychiatrist פסיכולוג Psychiatrist פסיכיאטר Psychiatrists קטגוריה:פסיכיאטרים Psychiatry פסיכיאטריה Psychiatry קטגוריה:פסיכיאטריה Psychic מדיום Psychidae קטגוריה:ססתיקיים Psycho פסיכו Psycho II פסיכו 2 Psycho III פסיכו 3 Psycho IV: The Beginning פסיכו 4: ההתחלה Psycho-Cybernetics פסיכוקיברנטיקה Psycho-Head Blowout Psycho-Head Blowout Psycho-oncology פסיכואונקולוגיה Psychoactive drug חומר פסיכואקטיבי Psychoactive drugs קטגוריה:סמים פסיכואקטיביים Psychoanaleptics קטגוריה:תרופות פסיכיאטריות Psychoanalysis פסיכואנליזה Psychoanalysis קטגוריה:פסיכואנליזה Psychoanalysis תבנית:פסיכואנליזה צד Psychoanalyst פסיכואנליטיקאי Psychoanalysts קטגוריה:פסיכואנליטיקאים Psychodrama פסיכודרמה Psychodynamics פסיכודינמיקה Psychogenic disease הפרעה פסיכוגנית Psychogenic non-epileptic seizures פרכוס פסיכוגני לא-אפילפטי Psychokinesis טלקינזיס Psycholinguistics פסיכובלשנות Psycholinguistics קטגוריה:פסיכובלשנות Psychological contract חוזה פסיכולוגי Psychological dependence התמכרות פסיכולוגית Psychological evaluation הערכה פסיכולוגית Psychological intervention התערבות טיפולית Psychological manipulation מניפולציה Psychological nativism נייטיביזם Psychological pricing תמחור פסיכולוגי Psychological projection השלכה Psychological refractory period Psychological refractory period Psychological repression הדחקה Psychological resilience חוסן נפשי Psychological resistance התנגדות Psychological theories קטגוריה:תאוריות פסיכולוגיות Psychological thriller films קטגוריה:סרטי מותחן פסיכולוגיים Psychological trauma טראומה נפשית Psychological warfare לוחמה פסיכולוגית Psychologism פסיכולוגיזם Psychologist פסיכולוג Psychologists קטגוריה:פסיכולוגים Psychologists by nationality קטגוריה:פסיכולוגים לפי מוצא Psychology ספר:פסיכולוגיה Psychology פורטל:פסיכולוגיה Psychology פסיכולוגיה Psychology קטגוריה:פסיכולוגיה Psychology תבנית:פסיכולוגיה Psychology experiments קטגוריה:פסיכולוגיה: ניסויים Psychology of religion פסיכולוגיה של הדת Psychology stubs קטגוריה:קצרמר פסיכולוגיה Psychometric Entrance Test הבחינה הפסיכומטרית Psychometrics בחינה פסיכומטרית Psychometrics קטגוריה:מבחנים פסיכולוגיים Psychonauts Psychonauts Psychoneuroimmunology פסיכונוירואימונולוגיה Psychopathology פסיכופתולוגיה Psychopathy פסיכופתיה Psychopedagogy למידה Psychophysics פסיכופיזיקה Psychosexual development המודל הפסיכוסקסואלי Psychosis פסיכוזה Psychosocial rehabilitation קטגוריה:שיקום פסיכיאטרי Psychosocial short stature גמדות פסיכוסוציאלית Psychosomatic medicine מחלה פסיכוסומטית Psychotherapists קטגוריה:פסיכותרפיסטים Psychotherapy פסיכותרפיה Psychotherapy קטגוריה:פסיכותרפיה Psychotic depression דיכאון פסיכוטי Psyllium seed husks פסיליום Psylocke פסיילוק Ptah פתח Ptasie mleczko חלב ציפורים Ptbotgourou משתמש:Ptbotgourou Pteranodon פטרנודון Pteridaceae אברתיים Pteridophyta קטגוריה:שרכאים Pteridophyte שרכנים Pteris אברה Pteris vittata אברה ארוכת עלים Pteroclididae קטגוריה:קטיים Pterodactylus פטרודקטילוס Pterois זהרון Pterois miles זהרון הדור Pteropodinae עטלפי פירות אמיתיים Pterosaur פטרוזאוריה Pterosaurs קטגוריה:פטרוזאוריה Ptichka מעבורת החלל פטיצ'קה Ptilonorhynchidae קטגוריה:סוכיים Ptilopsis ינשוף לבן פנים Ptitim פתיתים Ptolemaic Baris הבירה התלמית Ptolemaic Kingdom מצרים התלמיית Ptolemaic dynasty בית תלמי Ptolemaic dynasty קטגוריה:בית תלמי Ptolemy תלמי Ptolemy Apion תלמי אפיון Ptolemy I Soter תלמי הראשון Ptolemy II Philadelphus תלמי השני Ptolemy III Euergetes תלמי השלישי Ptolemy IV Philopator תלמי הרביעי Ptolemy IX Lathyros תלמי התשיעי Ptolemy Keraunos תלמי קראונוס Ptolemy Philadelphus תלמי פילדלפוס Ptolemy V Epiphanes תלמי החמישי Ptolemy VI Philometor תלמי השישי Ptolemy VII Neos Philopator תלמי השביעי Ptolemy VIII Physcon תלמי השמיני Ptolemy X Alexander I תלמי העשירי Ptolemy XI Alexander II תלמי האחד עשר Ptolemy XII Auletes תלמי השנים עשר Ptolemy XIII Theos Philopator תלמי השלושה עשר Ptolemy XIV of Egypt תלמי הארבעה עשר Ptolemy of Cyprus תלמי Ptolemy of Epirus מלך אפירוס תלמי Ptolemy's Gate שער תלמי Ptolemy's theorem משפט תלמי Ptosis צנחת Ptychadenidae פטיצ'דניים Ptyodactylus hasselquistii מניפנית אילתית Ptyodactylus puiseuxi מניפנית גלילית Pu-Ba'lu פו-בעלו Pua Kealoha פואה קילואה Puah Institute מכון פוע"ה Pub פאב PubMed PubMed Puberty התבגרות מינית Pubic hair שער הערווה Pubic hair fetishism פטיש לשיער ערווה Public Committee ועדה ציבורית Public Committee Against Torture in Israel הוועד הציבורי נגד עינויים בישראל Public Company Accounting Oversight Board מועצה לפיקוח על הביקורת בחברות ציבוריות Public Domain Day יום נחלת הכלל Public Enemies אויבי הציבור Public Enemy פאבליק אנמי Public Image Ltd Public Image Ltd. Public Safety Canada המשרד לביטחון הציבור של קנדה Public Security Intelligence Agency סוכנות המודיעין וביטחון הציבור Public address system מערכת הגברה Public administration מינהל ציבורי Public administration קטגוריה:מינהל ציבורי Public bathing בית מרחץ Public bookcase ספרייה זעירה Public broadcasting שידור ציבורי Public choice תאוריית הבחירה הציבורית Public choice theory תאוריית הבחירה הציבורית Public company חברה ציבורית Public debate דיבייט Public diplomacy הסברה Public diplomacy הסברה ישראלית Public domain קטגוריה:ויקיפדיה - תמונות PD Public domain רשות הציבור Public domain image resources ויקיפדיה:תמונה חופשית Public enemy אויב הציבור Public finance קטגוריה:מימון ציבורי Public good מוצר ציבורי Public health קטגוריה:בריאות הציבור Public holidays by country קטגוריה:חגים ומועדים לפי מדינה Public holidays in Greenland משתמש:Iarik/חגים בגרינלנד Public holidays in Israel קטגוריה:ישראל: מועדים לאומיים Public holidays in Japan קטגוריה:יפן: חגים לאומיים Public holidays in the United Kingdom קטגוריה:בריטניה: ימי חג ומועד Public holidays in the United States קטגוריה:חגים אמריקאיים Public holidays in the United States תבנית:חגים בארצות הברית Public housing דיור ציבורי Public inquiries קטגוריה:ועדות חקירה Public inquiry ועדת חקירה Public key infrastructure PKI Public law משפט ציבורי Public libraries קטגוריה:ספריות ציבוריות Public nuisance מטרד לציבור Public offering הנפקה Public opinion דעת קהל Public policy מדיניות ציבורית Public policy קטגוריה:מדיניות ציבורית Public relations יחסי ציבור Public relations קטגוריה:יחסי ציבור Public relations people קטגוריה:יחצ"נים Public sector המגזר הציבורי Public service announcement תשדיר שירות Public sphere הספרה הציבורית Public switched telephone network Public Switched Telephone Network Public transport קטגוריה:תחבורה ציבורית Public transport תחבורה ציבורית Public transport in Israel קטגוריה:ישראל: תחבורה ציבורית Public transport in Istanbul תבנית:תחבורה ציבורית באיסטנבול Public university אוניברסיטה ציבורית Public utilities commission רשות פיקוח Public-benefit corporation רשות ציבורית Public-key cryptography מפתח ציבורי Public-key cryptography קטגוריה:מפתח ציבורי Publication bias הטיית פרסום Public–private partnership שותפות ציבורית-פרטית Public–private partnership projects קטגוריה:מיזמי שותפות ציבורית-פרטית Publilius Syrus פובליליוס סירוס Publishers קטגוריה:מו"לים Publishers קטגוריה:מו"לים לפי מוצא Publishing הוצאה לאור Publishing קטגוריה:הוצאה לאור Publishing companies קטגוריה:הוצאות ספרים Publishing companies by country קטגוריה:הוצאות ספרים לפי מדינה Publishing companies of France קטגוריה:הוצאות ספרים בצרפת Publishing companies of Germany קטגוריה:הוצאות ספרים בגרמניה Publishing companies of Israel קטגוריה:הוצאות ספרים בישראל Publishing companies of the United Kingdom קטגוריה:הוצאות ספרים בממלכה המאוחדת Publishing companies of the United States קטגוריה:הוצאות ספרים בארצות הברית Publius Annius Florus פלורוס Publius Claudius Pulcher פובליוס קלאודיוס פולכר Publius Clodius Pulcher פובליוס קלודיוס פולכר Publius Cornelius Lentulus Spinther פובליוס קורנליוס לנטולוס ספינטר Publius Cornelius Scipio פובליוס קורנליוס סקיפיו Publius Cornelius Scipio Asina פובליוס קורנליוס סקיפיו אסינה Publius Flavius Vegetius Renatus וגטיוס Publius Licinius Crassus פובליוס ליקיניוס קראסוס Publius Licinius Crassus Dives פובליוס ליקיניוס קראסוס דיבס Publius Manlius Vulso פובליוס מאנליוס וולסו Publius Petronius פובליוס פטרוניוס Publius Quinctilius Varus פובליוס קווינקטיליוס וארוס Publius Rutilius Rufus פובליוס רוטיליוס רופוס Publius Sempronius Tuditanus פובליוס סמפרוניוס טודיטאנוס Publius Sulpicius Galba Maximus פובליוס סולפיקיוס גלבה מקסימוס Publius Ventidius Bassus פובליוס ונטידיוס בסוס Pubs in London קטגוריה:לונדון: פאבים Pubuhan user:pubuhan Puccini for Beginners פוצ'יני למתחילים Puccini operas תבנית:אופרות של פוצ'יני Puck פאק Puck פק Pucking פוקינג Pudding פודינג Pudding Lane סמטת פודינג Puddings קטגוריה:פודינג Puddle שלולית Puddle of Mudd פאדל אוף מאד Pudong פודונג Pudsey מיין Puducherry פודוצ'רי Puduhepa פודוחפה Pudú פודו Puebla פואבלה Puebla City פואבלה Puebla F.C. players קטגוריה:כדורגלני פואבלה Pueblo פואבלו Puelo Lake אגם פואלו Puerperal infections זיהום לידה Puerta de Alcalá שער אלקלה Puerta del Sol פוארטה דל סול Puertasaurus פוארטזאורוס Puerto Ayora פוארטו איורה Puerto Baquerizo Moreno פוארטו בקריסו מורנו Puerto Barrios פוארטו באריוס Puerto Deseado פוארטו דסאדו Puerto Iguazú פוארטו איגואסו Puerto Madero פוארטו מאדרו Puerto Madryn פוארטו מדרין Puerto Maldonado פוארטו מלדונדו Puerto Montt פוארטו מונט Puerto Plata פוארטו פלטה Puerto Princesa Subterranean River National Park הנהר התת-קרקעי פוארטו פרינססה Puerto Rican Independence Party מפלגת העצמאות הפוארטוריקנית Puerto Rican basketball players קטגוריה:כדורסלנים פוארטו ריקנים Puerto Rican boa בואה פורטו-ריקני Puerto Rican singers קטגוריה:זמרים פורטוריקנים Puerto Rican sportspeople קטגוריה:ספורטאים פוארטו ריקנים Puerto Rico פוארטו ריקו Puerto Rico קטגוריה:פוארטו ריקו Puerto Rico Arecibo ארסיבו Puerto Rico Caguas קגואס Puerto Rico Carolina קרולינה Puerto Rico Mayagüez מאיאגואס Puerto Rico Ponce פונסה Puerto Rico San Juan סן חואן Puerto Rico Vieques וייקס Puerto Rico at the Olympics פוארטו ריקו במשחקים האולימפיים Puerto Rico at the Paralympics פוארטו ריקו במשחקים הפאראלימפיים Puerto Rico national basketball team נבחרת פוארטו ריקו בכדורסל Puerto Rico national football team נבחרת פוארטו ריקו בכדורגל Puerto Vallarta פוארטו ואיארטה Puerto del Rosario פוארטו דל רוסריו Puf תבנית:תמונה חשודה Puff pastry בצק עלים Puffbird פופיים Puffed rice פצפוצי אורז Pufferfish101/Edit ויקיפדיה:שער לחדשים Puffin תוכי ים Puffy AmiYumi פאפי Pug פאג Pugachev's Cobra הקוברה של פוגצ'וב Pugachyov פוגצ'וב Puja פוג'ה Puka פוקה Puka-Puka פוקה פוקה Pukao פוקאו Pukapuka פוקהפוקה Pukara פוקרה Puku פוקו Pula פולה Pula קטגוריה:פולה Pula Arena האמפיתיאטרון הרומי בפולה Pula Cathedral קתדרלת מריה הקדושה בפולה Pula Temple of Augustus מקדש אוגוסטוס Pulcheria פולכריה Pulcinella פולצ'ינלה Puli פולי Pulitzer Prize פרס פוליצר Pulitzer Prize for Drama-winning musicals קטגוריה:מחזות זמר זוכי פרס פוליצר Pulitzer Prize for Photography winners קטגוריה:זוכי פרס פוליצר לצילום Pulitzer Prize winners קטגוריה:זוכי פרס פוליצר Pulkovo Airport נמל התעופה הבינלאומי פולקובו Pulkovo Observatory מצפה הכוכבים פולקובו Pull & Bear פול אנד בר Pulley גלגלת Pullman פולמן Pullman Strike שביתת פולמן Pulmonary alveolus נאדית Pulmonary artery עורק הריאה Pulmonary contusion קונטוזיה ריאתית Pulmonary edema בצקת ריאות Pulmonary embolism תסחיף ריאתי Pulmonary heart disease and diseases of pulmonary circulation קטגוריה:מחלות לב ריאתיות ומחלות של מחזור הדם הריאתי Pulmonary hypertension יתר לחץ דם ריאתי Pulmonary vein ורידי הריאה Pulmonata שבלולים Pulmonic תבנית:ריאתי Pulmonic consonant עיצורים ריאתיים Pulmonology פולמונולוגיה Pulmonology קטגוריה:פולמונולוגיה Pulmonoscorpius פולומונוסקורפיאוס Pulp פאלפ Pulp Fiction ספרות זולה Pulp and paper industry תעשיית הנייר Pulp fiction ספרות זולה Pulp magazine ספרות זולה Pulsa diNura פולסא דנורא Pulsar פולסר Pulse Pulse Pulse דופק Pulse פולס Pulse compression דחיסת פולס Pulse pressure לחץ דופק Pulse repetition frequency Pulse repetition frequency Pulse-code modulation Pulse Code Modulation Pulsed power הספק מתפרץ Pulteney Bridge גשר פולטני Pum-Nahara Academy ישיבת פום נהרא Puma פומה Puma SE פומה Puma armored engineering vehicle פומ"ה Pumbedita פומבדיתא Pumbedita Academy ישיבת פומבדיתא Pumi פומי Pumice פומיס Pump משאבה Pump organ הרמוניום Pumped Up Kicks Pumped Up Kicks Pumped-storage hydroelectricity אנרגיה שאובה Pumpernickel פומפרניקל Pumping lemma for context-free languages למת הניפוח לשפות חופשיות הקשר Pumping lemma for regular languages למת הניפוח לשפות רגולריות Pumpkin דלעת Pumps קטגוריה:משאבות Pumpėnai פומפיאן Pumuckl פומיקי Pun לשון נופל על לשון Puna tinamou טינמו הפונה Puncak Jaya פונצ'אק ג'איה Punch פאנץ' Punch פונץ' Punch and Judy פאנץ' וג'ודי Punched card כרטיס מנוקב Punched pocket שומרן Punched tape סרט מנוקב Puncher פנצ'ר Punctuated equilibrium שיווי משקל מקוטע Punctuated equilibrium in social theory שיווי משקל מקוטע בתאוריה החברתית Punctuation פיסוק Punctuation קטגוריה:פיסוק Punctuation marks תבנית:סימני פיסוק Pundit פרשן Pune פונה Pungency חריפות Punic Wars המלחמות הפוניות Punica פוניקה Punisher המעניש Punisher קטגוריה:המעניש Punisher: War Zone המעניש: אזור מלחמה Punishment ענישה Punishment of the Rebels עונשו של קורח Punishments קטגוריה:ענישה Punitive damages פיצויים עונשיים Punjab פנג'אב Punjabi פנג'אבי Punjabi language פנג'אבי Punk פאנק Punk קטגוריה:פאנק Punk תבנית:פאנק Punk blues פאנק בלוז Punk rock ספר:פאנק רוק Punk rock פאנק רוק Punk rock albums קטגוריה:אלבומי פאנק Punk rock musicians קטגוריה:מוזיקאי פאנק Punk rock songs קטגוריה:שירי פאנק רוק Punk subculture פאנק Punk'd Punk'd Punktförmige Zugbeeinflussung אינדוזי Punky Brewster פאנקי השובבה Punnett square ריבוע פנט Punon פונון Punta Arenas פונטה ארנס Punta Cana פונטה קאנה Punta del Este פונטה דל אסטה Puntarenas פונטרנס Puntarenas F.C. players קטגוריה:כדורגלני פונטרנס Puntarenas Province פונטרנס Puntland פונטלנד Punto Fijo Pact הסכם פונטו פיחו Pupa גולם Pupienus פופיאנוס ובלבינוס Pupil עין#מבנה גלגל העין האנושי Pupillary light reflex רפלקס האישון Puppa חסידות פאפא Puppet on a String Puppet on a String Puppet state ממשלת בובות Puppeteer בובנאי Puppeteers קטגוריה:בובנאים Puppetry קטגוריה:תיאטרון בובות Puppetry תיאטרון בובות Puppis ירכתי הספינה Puppis קטגוריה:קבוצת הכוכבים ירכתי הספינה Puppy גור כלבים Puppy פפי Puppy Linux Puppy Linux Purbo T משתמש:Purbo T Purchasing רכש Purchasing power כוח קנייה Purchasing power parity שווי כוח הקנייה Pure Pure Pure Heroine Pure Heroine Pure Land Buddhism בודהיזם הארץ הטהורה Pure Pwnage Pure Pwnage Pure mathematics מתמטיקה טהורה Pureza טוהר Purgatory כור המצרף Purge טיהור פוליטי Puri פורי Purificacion Santamarta פוריפיקסיון סנטמרטה Purifiers המטהרים Purim פורים Purim קטגוריה:פורים Purim spiel פורים שפיל Purine פורין Puritans פוריטניות Purity of arms אתיקה צבאית Purnululu National Park הפארק הלאומי פורנולולו Purodha User:Purodha Purpendicular Purpendicular Purple PURPLE Purple ארגמן Purple סגול Purple America אמריקה הסגולה Purple Heart לב הארגמן Purple Line הקו הסגול Purple Man האיש הסגול Purple Mountain ההר הסגול Purple Revolution המהפכה הסגולה Purple bacteria חיידקים סגולים Purple frog צפרדע סגולה Purple heron אנפה ארגמנית Purple mangosteen מנגוסטין Purple ribbon סרט מודעות סגול Purple sandpiper חופית ימית Purple triangle משולש סגול Purplebackpack89/SimpleWikipediaHoftheUS היסטוריה של ארצות הברית Purpure פורפור Pursuit guidance הנחיית מרדף Pursuit of Happiness Pursuit of Happiness Purus River פורוס Purusha פורושה Purussaurus פורוסזאורוס Purvis Short פרוויס שורט Purée מחית Pus מוגלה Pusa פוסה Puscifer פוסיפר Push פוש Push the Button Push the Button Push-up שכיבת סמיכה Pushback דחיפה Pushdown automaton אוטומט מחסנית Pushing Daisies החיים על פי נד Pushkar פושקר Pushkin Museum מוזיאון פושקין Push–pull train מו-דו Puss in Boots החתול במגפיים Puss in Boots החתול של שרק Pussy Cats Pussy Cats Pussy Riot פוסי ריוט Puszta פוסטה Put Your Hearts Up Put Your Hearts Up Putin פוטין Putna Monastery מנזר פוטנה Putnam פטנאם Putorana Plateau רמת פוטוראנה Putrajaya פוטרג'איה Putrefaction ריקבון גופה Puttingal temple fire אסון המקדש בפאראוור Putty דבק שפכטל Putty knife מרית Putumayo River פוטומיו Puyehue-Cordón Caulle פויווה-קורדון קאויה Puyi פויי Puzur-Ashur I פוזור-אשור הראשון Puzzle חידה Puzzle Bobble פאזל בובל Puzzle designers קטגוריה:חידונאים Puzzle video games קטגוריה:משחקי חשיבה ממוחשבים Puzzles קטגוריה:חידות Puławy פולאווי Pułtusk פולטוסק Puńsk פונסק Pvkeller/sandbox היתוך קר Pwd Pwd Pyatigorsk פיאטיגורסק Pybba of Mercia מלך מרסיה פיבה Pycnonotidae קטגוריה:בולבוליים Pycnonotus בולבול Pyelonephritis פיאלונפריטיס Pyeongchang County פיונגצ'אנג Pygmalion פיגמליון Pygmy beaked whale לווייתן מקור ננסי Pygmy cormorant קורמורן גמדי Pygmy falcon בזון גמדי Pygmy hippopotamus היפופוטם גמדי Pygmy hog חזיר גמדי Pygmy killer whale קטלן גמדי Pygmy marmoset מרמוסט גמדי Pygmy owl ינשוף ננסי Pygmy peoples פיגמים Pygmy rabbit ארנב ננסי Pygmy right whale בלנית Pygmy short-horned lizard איגואנית קצרת קוצים ננסית Pygmy sperm whale קוגיה ננסית Pygmy tarsier קופיף ננסי Pygmy three-toed sloth עצלן גמדי Pygopodidae לטאות חסרי-רגל Pygoscelis פינגווין זנב-מכחול Pykrete פייקריט Pylades פילאדס Pylon פילון Pyloric stenosis היצרות מולדת של השוער Pylos פילוס Pymouss משתמש:Pymouss Pyongyang פיונגיאנג Pyongyang קטגוריה:פיונגיאנג Pyongyang Metro הרכבת התחתית של פיונגיאנג Pyongyang Sunan International Airport נמל התעופה הבינלאומי סונאן Pyotr Andreyevich Tolstoy פיוטר אנדרייביץ' טולסטוי Pyotr Bagration פיוטר בגרטיון Pyotr Beketov פטר בקטוב Pyotr Dmitrievich Sviatopolk-Mirsky פיוטר סביאטופולק-מירסקי Pyotr Grigorenko פיוטר גריגורנקו Pyotr Ilyich Tchaikovsky פיוטר איליץ' צ'ייקובסקי Pyotr Kapitsa פיוטר קפיצה Pyotr Kozlov פיוטר קוזלוב Pyotr Krasnov פיוטר קרסנוב Pyotr Lavrov פיוטר לברוב Pyotr Masherov פיוטר מאשרוב Pyotr Nikolayevich Wrangel פיוטר וראנגל Pyotr Rumyantsev פיוטר רומיאנצב Pyotr Schmidt פיוטר שמיט Pyotr Semyonov-Tyan-Shansky פיוטר סמיונוב טיין-שאנסקי Pyotr Stolypin פיוטר סטוליפין Pyralidae קטגוריה:Pyralidae Pyramid Pyramid Pyramid פירמידה Pyramid שחק אותה Pyramid of Cestius פירמידת קסטיוס Pyramid of Djoser הפירמידה של ג'וסר Pyramid of Khafre פירמידת חאפרו Pyramid of Menkaure פירמידת מנכאורע Pyramid of Unas הפירמידה של יונס Pyramid scheme תרמית פירמידה Pyramidal tracts מסלול קורטיקו-ספינלי Pyramide פירמידה Pyramiden פירמידה Pyramidion פירמידיון Pyramids קטגוריה:פירמידות Pyramids of Güímar הפירמידות של גוימאר Pyramus and Thisbe פירמוס ותיסבי Pyrenean chamois צפיר הפירנאים Pyrenean ibex יעל הפירנאים Pyrenees הרי הפירנאים Pyrenees קטגוריה:הרי הפירנאים Pyrethrin פירטרין Pyriatyn פיריאטין Pyridine פירידין Pyrimidine פירימידין Pyrite פיריט Pyro פיירו Pyroclastic flow זרם פירוקלסטי Pyroclastic rock סלע פירוקלסטי Pyroclastic surge זרם פירוקלסטי#נחשול פירוקלסטי Pyrolite פירוליט Pyrolusite פירולוזיט Pyrolysis פירוליזה Pyromania פירומאניה Pyrope פירופ Pyrophyllite פירופיליט Pyrotechnics פירוטכניקה Pyrotheria פירוטרים Pyroxene פירוקסן Pyroxene group קטגוריה:קבוצת הפירוקסן Pyrrha פירה Pyrrhic War מלחמת פירוס Pyrrhic victory ניצחון פירוס Pyrrho פירון מאליס Pyrrhocoridae אדמוניים Pyrrhocoridae קטגוריה:אדמוניים Pyrrhocoris apterus אדמון מצויר Pyrrhonism פירוניזם Pyrrhotite פירוטיט Pyrrhus II of Epirus מלך אפירוס פירוס השני Pyrrhus of Epirus פירוס Pyrrole פירול Pyrrolysine פירוליזין Pyrus syriaca אגס סורי Pyruvate carboxylase פירובט קרבוקסילאז Pyruvate dehydrogenase פירובט דהידרוגנאז Pyruvic acid פירובט Pyrénées National Park הפארק הלאומי פירנאים Pyrénées-Atlantiques הפירנאים האטלנטיים Pyrénées-Atlantiques Pau פו Pythagoras פיתגורס Pythagoras Papastamatiou פיתגורס פאפאסטמטיו Pythagoras tree עץ פיתגורס Pythagorean cup גביע פיתגורס Pythagorean field שדה פיתגורי Pythagorean theorem משפט פיתגורס Pythagorean triple שלשה פיתגורית Pythagoreanism האסכולה הפיתגוראית Pythagoreion הפיתגוריון בסאמוס Pytheas פיתאס Pythia פיתיה Pythian Games המשחקים הפיתיים Python פייתון Python פיתון Python anchietae פיתון אנגולה Python brongersmai פיתון ברונגרסמה Python curtus פיתון דם Python kyaiktiyo פיתון מיאנמר Python molurus פיתון הודי Python timoriensis פיתון טימור Pythonidae פיתוניים Pythonidae קטגוריה:פיתוניים Pythonidae תבנית:פיתוניים Pyxicephalidae פיקסיספלידיים Pyxis מצפן Pyxis קטגוריה:קבוצת הכוכבים מצפן Pál Joensen פול יואנסן Pál Kinizsi פאל קיניז'י Pál Pátzay פאל פטזאי Pál Schmitt פאל שמיט Pál Szalai פאל סאלאי Pál Szekeres פאל סקרש Pál Teleki פאל טלקי Pápa פאפא Pátio do Colégio פטיו דו קולז'יו Pátria המנון מזרח טימור Pátria Amada המנון מוזמביק Pável Pardo פאבל פארדו Pâté פטה Pão de queijo לחמניית גבינה Pär Arvidsson פר ארווידסון Pär Lagerkvist פר לגרקוויסט Pärnu פרנו Pärnu County פרנו Père David's deer אייל דוד Père Goriot אבא גוריו Père Jacques לוסיאן בונל Père Lachaise Cemetery פר לשז Père Marie-Benoît פייר מרי-בנואה Péage כביש אגרה Pécs פץ' Pécsi MFC players קטגוריה:כדורגלני פצ'י Péguy Luyindula פגי לואינדולה Pérez פרז Pérez פרץ Périgueux פריגו Pérotin פרוטין Pétanque פטאנק Péter Esterházy פטר אסטרהאזי Péter Eötvös פטר אטווש Pétrus שאטו פטרוס Pêro da Covilhã פרו דה קוויליאן Pólya conjecture השערת פוליה Põlva פילבה Põlva County פילבה Pöide Parish פיידה Púca פוקה Pühalepa Parish פהלפה Pāli Canon הקאנון הפאלי Pāramitā פרמיטה Păcală פקאלה Pēteris Vasks פטריס ואסקס Płock פלוצק Płońsk פלונסק Płońsk County Nowe Miasto נובה מיאסטו על הסונה Pōtatau Te Wherowhero פוטאטאו Přemysl Kovář פרמיסל קובאר Přemysl the Ploughman פז'מיסל Q Q Q קיו Q & A נער החידות ממומביי Q Continuum רצף הקיו Q Who Q Who Q factor מקדם איכות Q fever קדחת Q Q*bert Q*bert Q-guidance הנחיית Q Q-ship אוניית Q Q-switching Q-Switch Q.E.D. מש"ל Q1 מגדל Q1 QAD Inc QAD QAPF diagram דיאגרמת QAPF QBittorrent QBittorrent QF 3.7-inch AA gun תותח נגד מטוסים "3.7 QF 3.7-inch mountain howitzer תותח הוביצר 3.7 אינץ' QFT QFT QGIS QGIS QI Qi QR QR QR code קוד QR QR decomposition פירוק QR QRpedia QRPedia QS World University Rankings דירוג QS של אוניברסיטאות בעולם QSFP QSFP QSW-06 QSW-06 QTSV Quakenbrück ארטלנד דראגונס QText QText QWERTY QWERTY Qaanaaq קאנאק Qabatiya קבטיה Qaboos bin Said al Said קאבוס בן סעיד אאל סעיד Qabus nama קאבוס נאמה Qadesh קדש Qadi קאדי Qadiriyya קאדריה Qadura Fares קדורה פארס Qaffin קפין Qahal הקהילה היהודית Qais Abd al-Karim קייס עבד אל-כרים Qaitbay אל-אשרף סיף אל-דין קאיתבאי Qajar dynasty השושלת הקג'ארית Qal'at al-Bahrain מצודת בחריין Qalansawe קלנסווה Qalqilya קלקיליה Qalqilya Governorate קטגוריה:נפת קלקיליה Qalqilya Hajjah חג'ה Qalqilya Zoo גן החיות בקלקיליה Qalunya קאלוניה Qana קאנא Qanat פוגארה Qanawat קנטה Qantas קוואנטס Qantas קטגוריה:קוואנטס Qantas Flight 32 טיסה 32 של קוואנטס Qanun קאנון Qaqortoq קאקורטוק Qaqun קאקון Qarabağ FK קרבאג Qarawat Bani Hassan קראוות בני חסן Qardaha קרדאחה Qardaha District נפת קרדאחה Qarmatians קרמטים Qarshi קרשי Qased קאסד Qasem Soleimani קאסם סולימאני Qasim Amin קאסם אמין Qasr Amra קסר עמרה Qasr al-Hayr al-Gharbi קסר אל-חייר אל-ע'רבי Qasr al-Hayr al-Sharqi קסר אל-חייר א-שרקי Qasr al-Sir קסר א-סיר Qasr el Yahud קאסר אל-יהוד Qassam rocket קסאם Qastina קסטינה Qatana District נפת קטנא Qatar קטגוריה:קטר Qatar קטר Qatar Air Force חיל האוויר הקטרי Qatar Airways קטר איירווייז Qatar Armed Forces הכוחות המזוינים של קטר Qatar Central Bank הבנק המרכזי של קטר Qatar Digital Library הספרייה הדיגיטלית של קטר Qatar Investment Authority רשות ההשקעות של קטר Qatar Ladies Open אליפות קטר טוטאל הפתוחה Qatar SC players קטגוריה:כדורגלני מועדון ספורט קטר Qatar Stars League ליגת העל הקטרית Qatar University אוניברסיטת קטר Qatar at the Olympics קטר במשחקים האולימפיים Qatar at the Paralympics קטר במשחקים הפאראלימפיים Qatar national basketball team נבחרת קטר בכדורסל Qatar national football team נבחרת קטר בכדורגל Qatar national football team managers קטגוריה:מאמני נבחרת קטר בכדורגל Qatargas קטרגז Qatari League תבנית:ליגת העל הקטרית Qatari culture קטגוריה:קטר: תרבות Qatari politicians קטגוריה:פוליטיקאים קטרים Qatari riyal ריאל קטרי Qatar–Russia relations יחסי קטר-רוסיה Qatar–United Arab Emirates relations יחסי איחוד האמירויות הערביות-קטר Qatar–United States relations יחסי ארצות הברית-קטר Qatayef אטריות קדאיף Qatif קטיף Qatna קטנה Qattara Depression שקע קטארה Qawasameh tribe חמולת קוואסמה Qays and Yaman tribes שבטי קייס וימן Qaysin Quli קייסין קולייב Qazvin Province קזווין Qedarite קדר Qemant people כמנתים Qere and Ketiv קרי וכתיב Qesem Cave מערת קסם Qeshm קשם Qetesh קטש Qi צ'י Qi Baishi קי באישי Qian Xuesen טסיאן סו-שן Qianlong Emperor צ'יינלונג Qibla קיבלה Qibya קיביה Qibya massacre פעולת קיביה Qigong צ'י קונג Qimin Yaoshu שיטות חשובות להסדרת העם Qin Shi Huang צ'ין שה-חואנג Qin dynasty שושלת צ'ין Qing צ'ינג Qing dynasty שושלת צ'ינג Qingdao צ'ינגדאו Qinghai צ'ינג הי Qinghai צ'ינגהאי Qinghai Lake ימת צ'ינגהאי Qinghai–Tibet Railway מסילת הרכבת צ'ינגדזאנג Qinnasrin כלקיס Qirsh גרוש Qisas קיסאס Qizilbash קיזילבאש Qliphoth קליפות Qom קום Qom Province קום Qornet Shehwan Gathering קרנת שהואן Qoros קורוס אוטו Qsung/VandalSim ונדליזם Qt Qt Quack Pack דונלד דאק וצוות קוואק Quadrant רביע Quadrantids קואדראנטידים Quadratic algebra אלגברה ריבועית Quadratic equation משוואה ממעלה שנייה Quadratic form תבנית ריבועית Quadratic forms קטגוריה:תבניות ריבועיות Quadratic reciprocity משפט ההדדיות הריבועית Quadratic residue קטגוריה:שאריות ריבועיות Quadratic residue שארית ריבועית Quadratic sieve נפה ריבועית Quadratically closed field שדה סגור ריבועית Quadratrix קוואדרטריקס Quadratus femoris muscle שריר הירך המרובע Quadriceps femoris muscle שריר הירך הארבע ראשי Quadriga קוודריגה Quadrilateral מרובע Quadrilaterals קטגוריה:מרובעים Quadrophenia Quadrophenia Quadrophenia קובץ:Quadwho.jpg Quadrupole ion trap מלכודת פאול Quadrupole magnet המגנט הארבע-קטבי Quaestor קוואיסטור Quagga קואגה Quaianlagen רציפי האגם Quail שלווים Quail-plover חופמי שלווי Quake Quake Quake 4 Quake 4 Quake II Quake 2 Quake II engine Id Tech 2 Quake III Arena Quake 3: Arena Quake Live Quake Live Quake engine Quake engine QuakeNet Quakenet Quakenet/sandbox Quakenet Quaker קוואקר Quakers קווייקרים Quakers קטגוריה:קווייקרים Qualcomm קוואלקום Qualcomm Snapdragon Snapdragon Qualcomm Stadium אצטדיון קוואלקום Qualia קווליה Qualitative Military Edge יתרון צבאי איכותי Qualitative marketing research ראיון עומק Qualitative research מחקר איכותני Qualitative research קטגוריה:מחקר איכותני Quality איכות Quality קטגוריה:איכות Quality assurance הבטחת איכות Quality circle מעגל איכות Quality control בקרת איכות Quality of life איכות חיים Quando el Rey Nimrod כאשר המלך נמרוד QuantiFERON בדיקת קוונטיפרון Quantifier כמת Quantifier elimination חילוץ כמתים Quantitative computed tomography בדיקת צפיפות עצם Quantitative genetics גנטיקה של תכונות מורכבות Quantitative research שיטות מחקר כמותניות Quantity theory of money תורת הכמות של הכסף Quantization קוונטיזציה Quantum קוונטום Quantum Catastrophe Quantum Catastrophe Quantum Cloud ענן קוונטי Quantum Conundrum Quantum Conundrum Quantum Fourier transform התמרת פורייה קוונטית Quantum Hall effect אפקט הול הקוונטי Quantum Leap זינוק לאתמול Quantum Zeno effect אפקט זנון הקוונטי Quantum algorithms קטגוריה:אלגוריתמים קוונטיים Quantum chaos כאוס קוונטי Quantum chemistry כימיה קוונטית Quantum chemistry קטגוריה:כימיה קוונטית Quantum chromodynamics כרומודינמיקה קוונטית Quantum computing מחשב קוונטי Quantum cryptography הצפנה קוונטית Quantum decoherence דה-קוהרנטיות קוונטית Quantum dot נקודה קוונטית Quantum dynamics דינמיקה קוונטית Quantum efficiency נצילות קוונטית Quantum electrodynamics אלקטרודינמיקה קוונטית Quantum entanglement שזירה קוונטית Quantum field theory קטגוריה:תורת השדות הקוונטית Quantum field theory תורת השדות הקוונטית Quantum gate שער קוונטי Quantum gravity קטגוריה:כבידה קוונטית Quantum gravity תורת כבידה קוונטית Quantum harmonic oscillator מתנד הרמוני קוונטי Quantum information science קטגוריה:חישוב קוונטי Quantum key distribution החלפת מפתחות קוונטית Quantum mechanics מכניקת הקוונטים Quantum mechanics קטגוריה:מכניקת הקוונטים Quantum of Solace קוונטום של נחמה Quantum optics קטגוריה:אופטיקה קוונטית Quantum phase transition מעבר פאזה קוונטי Quantum state מצב קוונטי Quantum superposition סופרפוזיציה Quantum teleportation טלפורטציה קוונטית Quantum tunnelling מנהור קוונטי Quantum well בור פוטנציאל קוונטי Quarantine קרנטינה Quark גבינה לבנה Quark קווארק Quarks קטגוריה:קווארקים Quark–gluon plasma פלזמת קווארקים-גלואונים Quarries קטגוריה:מחצבות Quarry מחצבה Quarter קוורטר Quarterback קוורטרבק Quarterback sack סאק Quartering חלוקה לרבעים Quarterly Journal of Economics Quarterly Journal of Economics Quarters of Monaco קטגוריה:מונאקו: רבעים Quarters of Saint Lucia מחוזות סנט לוסיה Quartet on the Middle East הקוורטט לענייני המזרח התיכון Quartets משחק רביעייה Quartetto Italiano הרביעייה האיטלקית Quartier Pigalle פיגאל Quartiere San Lorenzo סן לורנצו Quarto קוורטו Quartu Sant'Elena קוארטו סנט'אלנה Quartz קוורץ Quartz clock שעון קוורץ Quartz varieties קטגוריה:קוורץ Quartzite קוורציט Quasar קוואזר Quasi-War המלחמה הבלתי רשמית בין ארצות הברית לצרפת Quasi-War קטגוריה:המלחמה הבלתי רשמית בין ארצות הברית לצרפת Quasi-War ships of the United States קטגוריה:ספינות מלחמה בצי ארצות הברית במלחמה הבלתי רשמית עם צרפת Quasi-isometry קוואזי-איזומטריה Quasi-projective variety יריעה קוואזי-פרויקטיבית Quasicrystal גביש כמו-מחזורי Quasimodo קווזימודו Quasiparticle קוואזי-חלקיק Quasiparticles קטגוריה:קוואזי-חלקיקים Quasiperfect number מספר קוואזי משוכלל Quastr משתמש:Quastr Quaternary רביעון Quaternary ammonium compounds קטגוריה:תרכובות אמוניום רבעוני Quaternion אלגברת הקווטרניונים של המילטון Quaternion קווטרניונים Quaternion algebra אלגברת קווטרניונים Quaternion group חבורת הקווטרניונים Quatuor Mosaïques רביעיית מוזאיק Quatuor pour la fin du temps רביעייה לקץ הימים Quayle קווייל Quba קובה Quba Mosque מסגד קובה Qubes OS Qubes OS Qubit קיוביט Qubur Bani Isra'il קובור בני אסראאיל Quds Day יום ירושלים הבינלאומי Quds Force כוח קודס Quebec קוויבק Quebec קטגוריה:קוויבק Quebec City קוויבק סיטי Quebec City קטגוריה:קוויבק סיטי Quebec Gaspé גאספה Quebec Laval לאוואל Quebec Saguenay סאגנה Quebrada de Humahuaca קבראדה דה אומוואקה Quechuan languages קצ'ואה Quedlinburg קוודלינבורג Queen Queen Queen מלכה Queen קווין Queen קטגוריה:אלבומי קווין Queen קטגוריה:קווין Queen קטגוריה:שירי קווין Queen תבנית:קווין Queen 'Masenate Mohato Seeiso מלכת לסוטו מאסנאטה מוהאטו סיסו Queen Alia International Airport נמל התעופה הבינלאומי עמאן-המלכה עאליה Queen Anne of Romania הנסיכה אנה מרומניה Queen Anne-Marie of Greece מלכת יוון אנה מריה Queen Charlotte Fault העתק המלכה שארלוט Queen Elisabeth Competition התחרות על שם המלכה אליזבט Queen Elizabeth המלכה אליזבת Queen Elizabeth Islands איי המלכה אליזבת Queen Elizabeth Islands קטגוריה:איי המלכה אליזבת Queen Elizabeth National Park הפארק הלאומי המלכה אליזבת Queen Elizabeth Olympic Park הפארק האולימפי Queen Elizabeth The Queen Mother המלכה האם אליזבת Queen Gwendolen מלכת אנגליה גוונדולן Queen II Queen II Queen Latifah קווין לטיפה Queen Letizia of Spain מלכת ספרד לטיסיה Queen Mary המלכה מרי Queen Mary Land ארץ המלכה מרי Queen Mary's Dolls' House בית הבובות של המלכה מרי Queen Maud Land ארץ המלכה מוד Queen Máxima of the Netherlands מלכת הולנד מקסימה Queen Noor of Jordan מלכת ירדן נור Queen Paola of Belgium מלכת הבלגים פאולה Queen Rania of Jordan מלכת ירדן ראניה Queen Rocks Queen Rocks Queen Silvia of Sweden מלכת שוודיה סילביה Queen Sirikit Park פארק המלכה סיריקיט Queen Sofía of Spain מלכת ספרד סופיה Queen Sonja of Norway מלכת נורווגיה סוניה Queen Square כיכר המלכה Queen Victoria מלכת הממלכה המאוחדת ויקטוריה Queen Victoria קטגוריה:המלכה ויקטוריה Queen consort מלכה רעיה Queen live performances קווין#קווין בהופעות Queen mother המלכה האם Queen of Belgium Elisabeth of Bavaria מלכת הבלגים אליזבט מבוואריה Queen of France Isabella of Aragon איזבלה מאראגון Queen of France Mary Tudor מלכת צרפת מרי טיודור Queen of Great Britain Anne מלכת בריטניה אן Queen of Hearts מלכת הלבבות Queen of Hip-Pop Queen of Hip-Pop Queen of Hungary Beatrice d'Este מלכת הונגריה ביאטריצ'ה ד'אסטה Queen of Hungary Mary מלכת הונגריה מריה Queen of Jerusalem Maria Komnene מריה קומננה Queen of Jerusalem Melisende מלכת ירושלים מליסנדה Queen of Jerusalem Sibylla מלכת ירושלים סיבילה Queen of Norway Margaret of Scotland מרגרט מסקוטלנד Queen of Puddings מלכת הפודינגים Queen of Scotland Joan of England המלכה הרעיה של סקוטלנד ג'ואן מאנגליה Queen of Scotland Margaret Drummond מרגרט דרמונד Queen of Scotland Margaret of Denmark מלכת סקוטלנד מרגרט מדנמרק Queen of Scotland Yolande of Dreux יולנד דה דרה Queen of Scots Joan Beaufort ג'ואן בופורט Queen of Scots Mary מלכת הסקוטים מרי Queen of Sheba מלכת שבא Queen of Sicily Constance קונסטנס מסיציליה Queen of Sicily Joan of England מלכת סיציליה ג'ואן מאנגליה Queen of Sparta Gorgo מלכת ספרטה גורגו Queen of Sweden Christina מלכת שוודיה כריסטינה Queen of Sweden Ulrika Eleonora מלכת שוודיה אולריקה אלאונורה Queen of the Desert Priscilla מלכת המדבר פריסילה Queen of the Desert The Adventures of Priscilla מלכת המדבר הרפתקאותיה של פריסילה Queen on Fire – Live at the Bowl Queen On Fire: Live at the Bowl Queen's Gambit גמביט המלכה Queen's Gambit Accepted גמביט המלכה הנרצה Queen's Gambit Declined גמביט המלכה הנדחה Queen's House בית המלכה Queen's Indian Defense הגנה הודית של המלכה Queen's Official Birthday יום הולדתו הרשמי של המונרך Queen's Personal Australian Flag הנס המלכותי של אוסטרליה Queen's Personal Flag for New Zealand הנס המלכותי של ניו זילנד Queen's Personal Mauritian Flag הנס המלכותי של מאוריציוס Queen's Privy Council for Canada מועצת המלוכה של קנדה Queen's Royal Hussars רגימנט ההוסרים המלכותי של המלכה Queen's Royal Lancers רגימנט נושאי הרומח המלכותי של המלכה Queen's Service Order מסדר שירות המלכה Queen's Volunteer Reserves Medal מדליית מתנדבי המילואים של המלכה Queens קווינס Queens קטגוריה:מלכות Queens Broad Channel ברוד צ'אנל Queens Jamaica ג'מייקה Queens Museum מוזיאון קווינס לאמנות Queens Park Rangers F.C. קווינס פארק ריינג'רס Queens Park Rangers F.C. managers קטגוריה:מאמני קווינס פארק ריינג'רס Queens Park Rangers F.C. players קטגוריה:כדורגלני קווינס פארק ריינג'רס Queens consort קטגוריה:מלכות רעיות Queens of the Stone Age קווינס אוף דה סטון אייג' Queensboro Bridge גשר קווינסבורו Queensland קווינסלנד Queensland קטגוריה:קווינסלנד Queensland Gold Coast גולד קוסט Queensland Mackay מאקאי Queensland Surfers Paradise סרפרז פרדייז Queensland lungfish דג ריאות אוסטרלי Queensrÿche Queensrÿche Queenstown קווינסטאון Queens–Midtown Tunnel מנהרת קווינס מידטאון Queer קוויר Queer Eye טאץ' עליז לסטרייט שיעיז Queer anarchism אנרכיזם-קווירי Queer as Folk הכי גאים שיש Queer literary interpretation קריאה קווירית Queer theory תאוריה קווירית Queercore קווירקור Quenelle קנל Quentin Bryce קוונטין ברייס Quentin Crisp קוונטין קריספ Quentin Matsys קוינטן מסייס Quentin Richardson קוונטין ריצ'רדסון Quentin Skinner קוונטין סקינר Quentin Tarantino קוונטין טרנטינו Quentin Tarantino תבנית:קוונטין טרנטינו Quenya קווניה Quercus calliprinos אלון מצוי Quercus cerris אלון שסוע Quercus infectoria אלון התולע Quercus ithaburensis אלון התבור Quercus libani אלון הלבנון Quercus suber אלון השעם Querelle des Bouffons ריב הליצנים Querious משתמש:Querious Query optimization מיטוב שאילתות Querétaro קרטרו Querétaro City קרטרו Quesada קסדה Quest for Camelot החרב הקסומה Quest for Glory הרצון לעוצמה Question השאלה Question שאלה Question mark סימן שאלה Question time שאילתה Questionable cause נון קאוסה פרו קאוסה Questionnaire שאלון Quetiapine קווטיאפין Quetrupillán קטרופיאן Quetzalcoatl קצלקואטל Quetzaltenango קצאלטננגו Queue תור Queue area תור Queueing theory קטגוריה:תורת התורים Queueing theory תורת התורים Quezon City קזון סיטי Qufu צ'ופו Qui-Gon Jinn קווי-גון ג'ין Quibdó קיבדו Quiche קיש Quick Kick כח המחץ Quick ratio יחס נזילות מיידי QuickTime QuickTime Quicken Loans Arena קוויקן לואנס ארנה Quicksand חול טובעני Quicksilver Quicksilver Quicksilver קוויקסילבר Quicksilver!.jpg קובץ:Quicksilver.jpg Quicksort מיון מהיר Quickstep קוויקסטפ Quidditch קווידיץ' Quidditch קווידיץ' מוגלגים Quidditch Through the Ages קווידיץ' בראי הדורות Quiet PC מחשב שקט Quiet game משחק השקט Quigo קוויגו Quiksilver קוויקסילבר Quill קולמוס Quilmes קילמס Quilmes Atlético Club קילמס אתלטיקו קלוב Quilmes footballers קטגוריה:כדורגלני קילמס אתלטיקו קלוב Quilombo קילומבו Quim Monzó קים מונזו Quimper קמפר Quimper Cathedral קתדרלת קמפר Quince חבוש Quincy Jones קווינסי ג'ונס Quincy Lewis קווינסי לואיס Quincy Miller קווינסי מילר Quincy Watts קווינסי ווטס Quini קיני Quinine כינין Quinn Cummings קווין קאמינגס Quinn Fabray קווין פאבריי Quinoa קינואה Quinoline Yellow WS קווינולין צהוב Quinolone קינולון Quinquatria קווינקואטריה Quintana Roo קטגוריה:קינטנה רו Quintana Roo קינטנה רו Quintic function משוואה ממעלה חמישית Quintilian קווינטיליאנוס Quintillus קווינטילוס Quinton Fortune קווינטון פורצ'ן Quintus Caecilius Metellus קווינטוס קאיקיליוס מטלוס Quintus Caecilius Metellus Nepos קווינטוס קייקיליוס מטלוס נפוס הצעיר Quintus Caecilius Metellus Numidicus קווינטוס קאיקיליוס מטלוס נומידיקוס Quintus Caecilius Metellus Pius קווינטוס קאיקיליוס מטלוס פיוס Quintus Caecilius Metellus Pius Scipio Nasica קווינטוס קייקיליוס מטלוס פיוס סקיפיו נסיקה Quintus Curtius Rufus קווינטוס קורטיוס רופוס Quintus Fabius Maximus קווינטוס פאביוס מקסימוס Quintus Fabius Pictor קווינטוס פאביוס פיקטור Quintus Fulvius Flaccus קווינטוס פולביוס פלאקוס Quintus Lollius Urbicus קווינטוס לוליוס אורביקוס Quintus Lutatius Catulus קווינטוס לוטאטיוס קאטולוס Quintus Mamilius Vitulus קווינטוס מאמיליוס ויטולוס Quintus Pompeius Falco פומפיוס פלקו Quintus Roscius Gallus קווינטוס רוסקיוס גאלוס Quintus Sertorius קווינטוס סרטוריוס Quintus Tineius Rufus קווינטוס טיניאוס רופוס Quintus Titurius Sabinus קווינטוס טיטוריוס סבינוס Quintus Tullius Cicero קווינטוס טוליוס קיקרו Quintus Valerius Orca קווינטוס ולריוס אורקה Quinzhee קוינזי Quipu קיפו Quique Costas קיקה קוסטס Quiriguá קיריגואה Quirinal Hill גבעת הקווירינאליס Quirinal Palace קווירינאלה Quirinius קוויריניוס Quirinus of Sescia קווירינוס הקדוש מסיסק Quistnix משתמש:Quistnix Quito קיטו Quiver החץ הירוק: אשפת חצים Quixotism דון קישוטיות Quiz Call מצלצלים Quiz Show חידון האשליות Quiz shows קטגוריה:שעשועוני טריוויה בטלוויזיה Qula קולה Qumran קומראן Qumran קטגוריה:קומראן Quneitra קוניטרה Quneitra Crossing מעבר קוניטרה Quneitra Governorate קוניטרה Quneitra Governorate Hader חדר Qunu קונו Quo Vadis קוו ואדיס Quo vadis? קוו ואדיס Quodlibet קוודליבט Quokka קואקה Quora Quora Quorthon קוורת'ון Quorum קוורום Quorum sensing חישת צפיפות Quotation ציטוט Quotation mark מרכאות Quotations from Chairman Mao Tse-tung ציטוטיו של היושב ראש מאו צה טונג Quote תבנית:ציטוט Quotient group חבורת מנה Quotient ring חוג מנה Quotient space מרחב מנה QupZilla QupZilla Quran הקוראן Quran ספר:הקוראן Quran קטגוריה:הקוראן Quran translations תרגום הקוראן לעברית Quraysh סורת קורייש Quraysh שבט קורייש Qurghonteppa קורגונטפה Qurnat as Sawda' קורנט אסוואדה Qusay Hussein קוסאי חוסיין Qusta ibn Luqa קוסטא אבן לוקא Qutb Minar קוטוב מינאר Qutb complex מתחם קוטוב Qutlu Arslan קותלו ארסלן Qutuz קוטוז Quvenzhané Wallis קוונז'יין ואליס Qué Hiciste Qué Hiciste Qvirila River קווירילה QwaQwa קוואקווא Qwara Province קווארה QwerpQwertus/FarmVille פארמוויל Q–Q plot תרשים Q-Q R R R אר R Doradus R בדג זהב R Leporis R בארנבת R U Still Down? R U Still Down? R&G R&G R-27 וימפל R-27 R-36 R-36 R-40 ביסנובאט R-40 R-60 מולניה R-60 R-7 Semyorka R-7 סמיורקה R-73 וימפל R-73 R-77 R-77 R. Bennett ריצ'רד בדפורד בנט R. Budd Dwyer רוברט באד דווייר R. Charleroi S.C. שרלרואה R. Charleroi S.C. players קטגוריה:כדורגלני שרלרואה R. Collingwood ר"ג קולינגווד R. Hillgentleman משתמש:R. Hillgentleman R. James Woolsey Jr. ג'יימס וולסי R. Kelly אר. קלי R. Laing רונאלד לאינג R. Lee Ermey ר. לי ארמי R. Stewart Macalister רוברט מקאליסטר R. Stine רוברט לורנס סטיין R. Tawney ריצ'רד הנרי טוני R. Thomas ר.ס. תומאס R. Venkataraman ר. ונקטרמן R.A.E.C. Mons players קטגוריה:כדורגלני מונס R.E.M. אר.אי.אם. R.E.M. קטגוריה:אר.אי.אם. R.E.M. תבנית:אר.אי.אם. R.E.M. discography דיסקוגרפיה של אר.אי.אם. R.I.P. R.I.P. R.J. Zwi Werblowsky רפאל יהודה צבי ורבלובסקי R.S.C. Anderlecht אנדרלכט R.S.C. Anderlecht managers קטגוריה:מאמני אנדרלכט R.S.C. Anderlecht players קטגוריה:כדורגלני אנדרלכט R0ckg0d2012/2012 2012 R136a1 R136a1 R136b R136b R136c R136c R2-D2 R2-D2 R5 R5 R9109 משתמש:RoyTek RAAD רעד RABaD ראב"ד RAD Data Communications רד תקשורת מחשבים RAD Group קבוצת רד-בינת RADIUS RADIUS RAF Fauld explosion התאונה בבסיס חיל האוויר המלכותי פולד RAF Fayid שדה התעופה פאיד RAF High Wycombe בסיס חיל האוויר המלכותי היי ויקומב RAF Kenley בסיס חיל האוויר המלכותי קנלי RAF Mount Pleasant בסיס חיל האוויר המלכותי מאונט פלזנט RAF Northolt בסיס חיל האוויר המלכותי נורתהולט RAF Regiment רגימנט ה-RAF RAF Second Tactical Air Force חיל האוויר הטקטי השני RAID RAID RAM drive RAM Drive RAND Corporation תאגיד ראנד RAO UES מערכת האנרגיה המאוחדת של רוסיה RAR RAR RASAT ראסאט RATP Group RATP RAtM-BattleofLosAngeles.jpeg קובץ:RAtM-BattleofLosAngeles.jpg RB Leipzig ר.ב. לייפציג RB Leipzig players קטגוריה:כדורגלני רד בול לייפציג RBD RBD RBY MK 1 רכב סיור משוריין רב"י RC RC RC Bafoussam ראסינג באפוסם RC Cola RC קולה RC Lens לאנס RC Lens players קטגוריה:כדורגלני לאנס RC Strasbourg Alsace שטרסבורג RC Strasbourg players קטגוריה:כדורגלני שטרסבורג RC circuit מעגל RC RC4 RC4 RC6 RC6 RCA RCA RCA Records תקליטי RCA RCD Espanyol אספניול RCD Espanyol footballers קטגוריה:כדורגלני אספניול RCD Espanyol managers קטגוריה:מאמני אספניול RCD Mallorca מיורקה RCD Mallorca קטגוריה:מיורקה RCD Mallorca managers קטגוריה:מאמני מיורקה RCD Mallorca players קטגוריה:כדורגלני מיורקה RCDE Stadium אצטדיון קורנליה-לה פראט RD-180 RD-180 RDRAM RDRAM RDS-1 RDS-1 RDX RDX REN TV REN TV RF connector מחבר RF RFI RFI RGB color model ייצוג צבע במחשב RH Rh RIA Novosti רי"א נובוסטי RICE RICE RIF ריף RIKEN RIKEN RIM-161 Standard Missile 3 SM-3 RIMS1 RIMS1 RINEX RINEX RISAT-2 RISAT-2 RJ Mitte אר ג'יי מיט RK Crvena zvezda הכוכב האדום בלגרד RK Partizan פרטיזן בלגרד RKC Waalwijk players קטגוריה:כדורגלני וואלביק RKKY interaction מודל RKKY RKO Pictures RKO RKO Pictures films קטגוריה:סרטי RKO RL10 RL10 RLC circuit מעגל RLC RM RM RMS Lancastria לנקסטריה RMS Lusitania לוסיטניה RMS Queen Mary 2 קווין מרי 2 RMS Titanic טיטניק RMS Titanic קטגוריה:טיטניק RNA RNA RNA editing עריכת RNA RNA interference RNAi RNA polymerase RNA פולימראז RNA polymerase II RNA פולימראז II RNA splicing שחבור RNA world השערת עולם ה-RNA RNA-Seq RNA-seq RNA-dependent RNA polymerase RNA רפליקאז RNK Split players קטגוריה:כדורגלני ספליט ROR Ror RP RP RPD machine gun מקלע RPD RPG RPG RPG-29 RPG-29 RPG-32 RPG-32 RPG-7 RPG-7 RPM Package Manager מנהל החבילות RPM RR Lyrae variable משתני RR בנבל RS Persei RS בפרסאוס RS-232 RS-232 RS-27A RS-27A RS-28 Sarmat סארמאט RS-68 RS-68 RS:X ניל פרייד RS:X RSA RSA RSA Security RSA RSA problem בעיית RSA RSM-56 Bulava בולבה RSM-56 RSS RSS RSSF71.jpg קובץ:Stickyfingers.jpg RSV RSV RStudio RStudio RT Russia Today RT Aerostats Systems אר טי אמצעים מתנפחים RT Carinae RT בשדרית RTFM RTFM RUL3R/Scientology revision סיינטולוגיה RV Belgica בלגיקה RW Cephei RW בקפאוס RZA ריזה Ra רע Ra'anan Alexandrowicz רענן אלכסנדרוביץ' Ra'anan Cohen רענן כהן Ra'anan Naim רענן נעים Ra'anana קטגוריה:רעננה Ra'anana רעננה Ra's Lanuf ראס לאנוף Ra's al Ghul ראס-אל-גול RaLo18 משתמש:RaLo18 Raa Atoll אטול ראה Raabe ראבה Raad רעד Raanan Gissin רענן גיסין Raanan Rein רענן ריין Raanan Zilberman רענן זילברמן Rab ראב Rab 'Awira רב עוירא Rab concentration camp מחנה הריכוז ראב Raba רבה Raba Bar Jeremiah רבה בר ירמיה Raba bar Rav Huna רבה בר רב הונא Rabaa Al-Adawiya Mosque מסגד ראבעה אל-עדוויה Rabah Madjer רבאח מאג'ר Rabai al-Madhoun רבעי אלמדהון Raban Gamliel VI רבן גמליאל השישי Rabat קטגוריה:רבאט Rabat רבאט Rabaul רבאול Rabaul caldera קלדרת רבאול Rabbah Abuha רבה בר אבוה Rabbah Jose רבה יוסי Rabbah Shela רבה בר רב שילא Rabbah Tosafa'ah רבה תוספאה Rabbah bar Nahmani רבה Rabbah bar bar Hana רבה בר בר חנה Rabbai of Rob רבאי מרוב Rabbeinu Tam רבנו תם Rabbenu Yerucham ירוחם בן משולם Rabbi רב Rabbi Akiva רבי עקיבא Rabbi Ammi רבי אמי Rabbi Assi רבי אסי Rabbi Bana'ah רבי בנאה Rabbi Berekiah רבי ברכיה Rabbi Dr. Goldstein Synagogue בית הכנסת גבעת רם Rabbi Hilkiah רבי חלקיה Rabbi Ilai I רבי אלעאי Rabbi Ilai II רבי אלעאי Rabbi Isaac Elchanan Theological Seminary ישיבת רבינו יצחק אלחנן Rabbi Isaac Elchanan Theological Seminary semikhah recipients קטגוריה:בוגרי ישיבת רבי יצחק אלחנן Rabbi Isaac the smith רבי יצחק נפחא Rabbi Ishmael רבי ישמעאל Rabbi Jonathan רבי יונתן Rabbi Josiah רבי יאשיה Rabbi Mana II רבי מנא Rabbi Meir רבי מאיר Rabbi Nathan רבי נתן Rabbi Tarfon רבי טרפון Rabbi Yannai רבי ינאי Rabbi Zadok רבי צדוק Rabbi Zeira's stringency חומרא דרבי זירא Rabbinic Judaism יהדות רבנית Rabbinic Literature תבנית:ספרות חז"ל Rabbinic legal texts and responsa קטגוריה:ספרי הלכה Rabbinic literature ספרות חז"ל Rabbinic literature קטגוריה:ספרות חז"ל Rabbinical Assembly כנסת הרבנים Rabbinically prohibited activities of Shabbat שבות Rabbis קטגוריה:רבנים Rabbis by city קטגוריה:רבנים לפי יישוב Rabbis by country קטגוריה:רבנים לפי מדינה Rabbis by denomination קטגוריה:רבנים לפי זרם דתי Rabbis by period קטגוריה:רבנים לפי תקופה Rabbis for Human Rights שומרי משפט - רבנים למען זכויות האדם Rabbis from Galicia קטגוריה:רבנים גליציאנים Rabbis in Hebron קטגוריה:חברון: רבנים Rabbis in Jerusalem קטגוריה:ירושלים: רבנים Rabbis in Safed קטגוריה:צפת: רבנים Rabbis in the military קטגוריה:רבנים צבאיים Rabbis of Academy of Pumbedita קטגוריה:ראשי ישיבת פומבדיתא Rabbis of Academy of Sura קטגוריה:ראשי ישיבת סורא Rabbis of Vienna קטגוריה:וינה: רבנים Rabbis of the Edah HaChareidis קטגוריה:רבני העדה החרדית Rabbis of the Land of Israel קטגוריה:רבנים ארץ ישראלים Rabbis who died in the Holocaust קטגוריה:רבנים שנספו בשואה Rabbit ארנב Rabbit Hole מחילת הארנב Rabbit-Proof Fence ארוכה הדרך הביתה Rabbit-proof fence גדר הארנבים האוסטרלית Rabbits and hares קטגוריה:ארנביים Rabbits in Australia ארנבות באוסטרליה Rabbula Gospels הבשורה של רבולה Rabfak רבפק Rabi רבי Rabi cycle תנודות רבי Rabi frequency אוסצילציות רבי Rabi' al-awwal רביע אל-אוול Rabi' al-thani רביע א-ת'אני Rabi'a al-'Adawiyya ראבעה אל-עדוויה Rabies כלבת Rabigh משתמש:Lfwikinet/ראבע' Rabih Abou-Khalil רביע אבו-ח'ליל Rabin רבין Rabin Medical Center מרכז רפואי רבין Rabin Square כיכר רבין Rabin cryptosystem הצפנת רבין Rabin signature algorithm חתימה דיגיטלית רבין Rabindranath Tagore רבינדרנת טאגור Rabinowitz רבינוביץ Rabka-Zdrój ראבקה זדרוי Rabobank רבובנק Rabona בעיטת רבונה Rabsaris רב סריס Rabshakeh רבשקה Rabud דביר Racconish משתמש:Racconish Raccoon דביבון מצוי Raccoon dog שועל ראקון Race גזע Race קטגוריה:קבוצות מוצא Race condition מרוץ תהליכים Race stage מרוץ קטעים Race to Witch Mountain המירוץ להר המכשפות Race to the Sea המרוץ אל הים Racemic mixture תערובת רצמית Racetam רצטאם Racewalkers קטגוריה:הלכים Racewalking הליכה תחרותית Racha קטגוריה:רצ'ה Racha רצ'ה Racha-Lechkhumi and Kvemo Svaneti קטגוריה:רצ'ה-לצ'חומי וסוואנתי תחתית Racha-Lechkhumi and Kvemo Svaneti רצ'ה-לצ'חומי וסוואנתי תחתית Rachamim Talbi רחמים טלבי Rachel רחל Rachel רחל הראל Rachel Adato רחל אדטו Rachel Akerman רחל אקרמן Rachel Albeck-Gidron רחל אלבק-גדרון Rachel Azaria רחל עזריה Rachel Beer רחל ששון בר Rachel Berry רייצ'ל ברי Rachel Bilson רייצ'ל בילסון Rachel Bloom רייצ'ל בלום Rachel Bluwstein רחל המשוררת Rachel Boymvol רחל בוימוול Rachel Carson רייצ'ל קרסון Rachel Chagall רייצ'ל שאגאל Rachel Cohen-Kagan רחל כהן-כגן Rachel Corrie רייצ'ל קורי Rachel Elior רחל אליאור Rachel Galinne רחל גלעין Rachel Getting Married רייצ'ל מתחתנת Rachel Grant ריישל גרנט Rachel Green רייצ'ל גרין Rachel Griffiths רייצ'ל גריפית'ס Rachel Hunter רייצ'ל האנטר Rachel Katznelson-Shazar רחל כצנלסון-שזר Rachel Kempson רייצ'ל קמפסון Rachel Korn רחל קורן Rachel Maddow רייצ'ל מדאו Rachel McAdams רייצ'ל מקאדמס Rachel Miner רייצ'ל מיינר Rachel Nichols רייצ'ל ניקולס Rachel Platten רייצ'ל פלאטן Rachel Portman רחל פורטמן Rachel Renee Russell רייצ'ל רנה ראסל Rachel Roberts רייצ'ל רוברטס Rachel Shalon רחל שלון Rachel Summers רייצ'ל סאמרס Rachel Tzabari רחל צברי Rachel Weisz רייצ'ל וייס Rachel Yanait Ben-Zvi רחל ינאית בן-צבי Rachel Yankey רייצ'ל יאנקי Rachel Zilberberg רחל זילברברג Rachel's Tomb קבר רחל Rachel1 משתמש:רחל1 Rachid Azzouzi ראשיד עזוזי Rachid Baba Ahmed ראשיד באבא אחמד Rachid Solh רשיד א-סולח Rachida Dati רשידה דאטי Rachmastrivka חסידות רחמסטריווקה Racho Petrov ראצ'ו פטרוב Racial democracy דמוקרטיה גזעית Racial profiling אפיון גזעי Racial segregation הפרדה גזעית Racially motivated violence in the United States קטגוריה:פשעי שנאה בארצות הברית Racibórz רטיבור Racine רסין Racing מרוץ Racing קטגוריה:מרוצים Racing Club de Avellaneda ראסינג קלוב Racing Club de Avellaneda footballers קטגוריה:כדורגלני ראסינג קלוב Racing Club de Avellaneda managers קטגוריה:מאמני ראסינג קלוב Racing FC Union Luxembourg ראסינג אף. סי. יוניון לוקסמבורג Racing bicycle אופני כביש Racing de Santander ראסינג סנטנדר Racing de Santander managers קטגוריה:מאמני ראסינג סנטנדר Racing de Santander players קטגוריה:כדורגלני ראסינג סנטנדר Racing drivers קטגוריה:נהגי מכוניות מרוץ Racing video games קטגוריה:משחקי מרוץ ממוחשבים Racism גזענות Racism קטגוריה:גזענות Racism in Israel גזענות בישראל Racism in the United States קטגוריה:ארצות הברית: גזענות Raciąż רציונז' Racketeer Influenced and Corrupt Organizations Act RICO Raclette רקלט Racquet sports קטגוריה:משחקי מחבט Radagast רדגסט Radamel Falcao רדאמל פלקאו Radar Radar Radar מכ"ם Radar קטגוריה:מכ"ם Radar altimeter RA Radar cross-section שטח חתך מכ"ם Radar display תצוגת מכ"ם Radar jamming and deception חסימה אלקטרונית Radar lock-on נעילה Radar stations קטגוריה:מכ"ם: מתקנים Radar warning receiver מקלט התרעת מכ"ם Radashkovichy רדשקוביצ'י Radcliffe רדקליף Radcliffe College מכללת רדקליף Rade Prica ראדה פריצה Radegund רדגונדיס Radek Černý ראדק צ'רני Radek Šírl ראדק שירל Radekhiv ראדז'ייחוב Raden Wijaya ראדן ויג'אייה Radeon Radeon Radetzky March מארש ראדצקי Radetzky March מארש רדצקי Radhanite רדהנים Radi ראדי Radia Perlman רדיה פרלמן Radial artery עורק החישור Radial artery of index finger עורק האצבע החישורי Radial collateral artery העורק העקיף החישורי Radial engine מנוע כוכבי Radial nerve עצב החישור Radial recurrent artery עורק החישור החוזר Radian רדיאן Radiant נקודת הקרנה Radiated tortoise צב קרינתי Radiation קטגוריה:קרינה Radiation קרינה Radiation pattern עקום קרינה Radiation pressure לחץ קרינה Radiation properties מעבר חום Radiation therapy קטגוריה:רדיותרפיה Radiation therapy רדיותרפיה Radiative transfer מעבר קרינה Radiator רדיאטור Radical רדיקל Radical רדיקלים חופשיים Radical שורש Radical Faeries פיות רדיקליות Radical Party המפלגה הרדיקלית Radical axis ציר רדיקלי Radical cheerleading עידוד רדיקלי Radical feminism פמיניזם רדיקלי Radical left שמאל רדיקלי Radical of a ring רדיקל Radical of an ideal רדיקל של אידאל Radical of an integer רדיקל של מספר שלם Radicalrobbo/Enter your new article name here דונסטן הקדוש Radio Radio Radio קטגוריה:רדיו Radio City Music Hall אולם המוזיקה רדיו סיטי Radio Data System Radio Data System Radio Days ימי הרדיו Radio Farda רדיו פרדא Radio Filharmonisch Orkest תזמורת הרדיו ההולנדית Radio Free Europe/Radio Liberty רדיו אירופה החופשית Radio Rebel רדיו רבל Radio Sawa רדיו סאווא Radio Studio 54 Network Radio Studio 54 Network Radio advertisement תשדיר פרסומת Radio and television announcers קטגוריה:קריינים Radio and television orchestras קטגוריה:תזמורות רדיו Radio astronomy קטגוריה:רדיו אסטרונומיה Radio astronomy רדיו-אסטרונומיה Radio broadcasting רדיו Radio drama תסכית Radio edit עריכת רדיו Radio in Israel קטגוריה:רדיו ישראלי Radio in Russia קטגוריה:רדיו רוסי Radio in the Soviet Union קטגוריה:רדיו סובייטי Radio in the United Kingdom קטגוריה:רדיו בריטי Radio in the United States קטגוריה:רדיו אמריקאי Radio jamming התקפת שיבוש Radio masts and towers מגדל תקשורת Radio modulation modes קטגוריה:אפנון Radio personality שדרן רדיו Radio programs קטגוריה:רדיו: תוכן Radio receiver מקלט Radio repeater ממסר רדיו Radio stations קטגוריה:תחנות רדיו Radio stations in Israel קטגוריה:ישראל: תחנות רדיו Radio stations in the Soviet Union קטגוריה:רדיו סובייטי Radio technology קטגוריה:רדיו: טכנולוגיה Radio telescope רדיו-טלסקופ Radio wave גלי רדיו Radio-controlled car מכונית המופעלת ממרחק Radio-frequency identification RFID Radio:Active Radio:ACTIVE Radioactive Radioactive Radioactive Man האיש הרדיואקטיבי Radioactive contamination קטגוריה:זיהום גרעיני Radioactive decay רדיואקטיביות Radioactive waste פסולת רדיואקטיבית Radioactivity קטגוריה:רדיואקטיביות Radioallergosorbent test בדיקת RAST Radiobiology רדיוביולוגיה Radiocarbon dating תיארוך פחמן-14 Radioecology רדיואקולוגיה Radiography קטגוריה:רדיוגרפיה Radiography רדיוגרפיה Radiohead קטגוריה:רדיוהד Radiohead רדיוהד Radiohead תבנית:רדיוהד Radiohead albums קטגוריה:אלבומי רדיוהד Radioisotope thermoelectric generator גנרטור רדיואיזוטופי תרמואלקטרי Radiologists קטגוריה:רדיולוגים Radiology קטגוריה:רדיולוגיה Radiology רדיולוגיה Radiometer מד קרינה Radiometric dating תיארוך רדיומטרי Radiometry רדיומטריה Radionics רדיוניקס Radiosity Radiosity Radisav Ćurčić ראדיסאב צ'ורצ'יץ' Radish צנון Radisson Blu רדיסון בלו Radium רדיום Radium Girls נערות הרדיום Radius עצם החישור Radius רדיוס Radius of curvature רדיוס עקמומיות Radix בסיס Radix sort מיון בסיס Radja Nainggolan ראג'ה ניינגולן Radnevo ראדנבו Radom ראדום Radom Ghetto גטו ראדום Radome ראדום Radomir ראדומיר Radomir Antić רדומיר אנטיץ' Radomir Putnik ראדומיר פוטניק Radomsko ראדומסק Radomsko County Bugaj בוגאי Radomyshl רדומישל Radomyśl רדומישל Radomyśl Wielki רדומישל ויילקי Radomyśl nad Sanem רדומישל על נהר סן Radon רדון Radon measure מידת רדון Radoshitz חסידות רדושיץ Radoslav Kováč רדוסלאב קובאץ' Radoslav Látal רדוסלאב לאטאל Radoslav Nesterović ראשו נסטרוביץ' Radosław Kawęcki רדוסלב קבנצקי Radosław Michalski רדוסלב מיכאלסקי Radovan Hromádko רדובן הרומטקו Radovan Karadžić רדובאן קאראג'יץ' Radu ראדו Radu Beligan ראדו בליגן Radu IV the Great ראדו הגדול Radu Klapper ראדו קלפר Radu Lecca ראדו לקה Radu Lupu ראדו לופו Radu Mihnea ראדו מיכניה Radu Mihăileanu ראדו מיכאיליאנו Radu Paisie ראדו פאיסיה Radu cel Frumos ראדו היפה Radu of Afumați ראדו מאפומאץ Radula רדולה Radun' ראדין Raduń Yeshiva ישיבת ראדין Radviliškis רדווילישקיס Radviliškis District Municipality רדווילישקיס Radware רדוור Radwin רדווין Radymno ראדימנו Radyvyliv ראדיביליב Radziwiłł משפחת רדזיוויל Radziłów רדזילוב Radzymin ראדזימין Radzyner Law School בית ספר רדזינר למשפטים Radzyń Podlaski רדזין פודלסקי Raed Arafat ראאד ערפאת Raed Salah ראאד סלאח Raed al Atar ראאד אל-עטאר Raef LaFrentz ריף לפרנץ Raekwon רייקון Raetia רייטיה Raewyn Connell ריווין קונל Rafa רפא Rafael רפאל פריירה דה סילבה Rafael Advanced Defense Systems קטגוריה:רפאל Rafael Advanced Defense Systems רפאל - מערכות לחימה מתקדמות Rafael Advanced Defense Systems תבנית:אמצעי לחימה מתוצרת רפאל - מערכות לחימה מתקדמות Rafael Alkorta רפאל אלקורטה Rafael Bash רפאל בש Rafael Benítez רפאל בניטס Rafael Beyar רפי ביאר Rafael Correa רפאל קוראה Rafael Edri רפאל אדרי Rafael Eitan רפאל איתן Rafael Eldad רפאל אלדד Rafael Frühbeck de Burgos רפאל פריבק דה בורגוס Rafael Gordillo רפאל גורדיו Rafael Halperin רפאל הלפרין Rafael Kubelík רפאל קובליק Rafael Martín Vázquez רפאל מרטין ואסקס Rafael Medoff רפאל מדוף Rafael Moreno Aranzadi רפאל מורנו ארנסדי Rafael Márquez רפאל מארקס Rafael Nadal רפאל נדאל Rafael Olarra רפאל אולארה Rafael Overhead Weapon Station מאג רפא"ל Rafael Paasio רפאל פאסיו Rafael Pinhasi רפאל פנחסי Rafael Sabatini רפאל סבטיני Rafael Schmitz רפאל שמיץ Rafael Schächter רפאל שכטר Rafael Suissa רפאל סוויסה Rafael Sóbis רפאל סוביס Rafael Trujillo רפאל טרוחיו Rafael Vardi רפאל ורדי Rafael del Riego רפאל דל רייגו Rafael van der Vaart רפאל ואן דר וארט Rafael Ángel Calderón Fournier רפאל אנחל קלדרון פורנייר Rafaela רפאלה Rafaeli רפאלי Rafah רפיח Rafah Border Crossing מעבר רפיח Rafah Governorate קטגוריה:נפת רפיח Rafalivka רפליבקה Rafał Olbiński רפאל אולבינסקי Rafe רפה Rafe Spall רייף ספול Rafer Johnson רייפר ג'ונסון Raffael Caetano de Araújo רפאל קייטאנו דה אראוז'ו Raffaele La Capria רפאלה לה קפריה Raffi Lavie רפי לביא Rafflesia רפלסיה Rafflesia arnoldii רפלסיה גדולה Rafi רשימת פועלי ישראל Rafi Cohen רפי כהן Rafi Dahan רפי דהן Rafi Eitan רפי איתן Rafi Elul רפאל אלול Rafi Gavron רפי גברון Rafi Levi רפי לוי Rafi Peretz רפי פרץ Rafiah Yam רפיח ים Rafic Hariri רפיק אל-חרירי Rafik Haj Yahia רפיק חאג'-יחיא Rafik Halliche רפיק חליש Rafik Schami רפיק שאמי Rafinha ראפיניה Rafinha ראפיניה אלקנטרה Rafiq al-Tamimi רפיק אל-תמימי Rafram II רפרם Rafsanjan רפסנג'אן Raft רפסודה Rafting רפטינג Rag doll רותי סמרטוטי Rag pudding פודינג סמרטוט Rag-and-bone man אלטע זאכן Raga ראגה Ragamuffin War מלחמת לבושי הבלויים Ragamuffin cat רגמפין Ragdoll רגדול Rage Against the Machine Rage Against the Machine Ragga ראגמאפין Raggatt2000 קתדרלת סולסברי Raghib al-Nashashibi ראע'ב נשאשיבי Raging Bull השור הזועם Raging Spirits רוחות שוצפות Ragnar Frisch רגנר פריש Ragnar Klavan רגנאר קלבאן Ragnar Lodbrok רגנאר לודברוק Ragnar Sigurðsson רגנאר סיגורדסון Ragnarok ראגנארוק Ragnarök ראגנארוק Ragnhild Hveger רנהילד ווגר Ragout נזיד Rags to Riches בנות המזל Ragtime רגטיים Ragusa רגוזה Raguva רוגובה Ragweed אמברוסיה Rahab רחב Rahachow רהצ'וב Rahamim Checkol רחמים צ'קול Rahamim Malul רחמים מלול Rahat רהט Raheem Sterling ראהים סטרלינג Rahel Varnhagen רחל ורנהגן Rahel Vigdozchik רחלי ויגדורצ'יק Rahm Emanuel רם עמנואל Rahn ראן Rahul Gandhi רהול גנדי Raid פשיטה Raid at Cabanatuan הפשיטה על מחנה השבויים בקבנטואן Raid on Yarmouth הפשיטה על ירמות' Raid on the Suez Canal המערכה על תעלת סואץ במלחמת העולם הראשונה Raid the Cage כלוב הזהב Raider ריידר Raiders of the Lost Ark שודדי התיבה האבודה Raido ריידו Raija Siekkinen ראיה סייקינן Rail infrastructure קטגוריה:ציוד רכבות Rail routemap templates קטגוריה:תבניות קווי רכבת Rail transport קטגוריה:רכבות Rail transport תחבורה מסילתית Rail transport by country קטגוריה:רכבות לפי מדינה Rail transport films קטגוריה:רכבות בקולנוע Rail transport in China קטגוריה:הרפובליקה העממית של סין: רכבות Rail transport in France קטגוריה:צרפת: רכבות Rail transport in Georgia קטגוריה:גאורגיה: רכבות Rail transport in Germany קטגוריה:גרמניה: רכבות Rail transport in India קטגוריה:הודו: רכבות Rail transport in India רכבות בהודו Rail transport in Israel קטגוריה:ישראל: רכבות Rail transport in Italy קטגוריה:איטליה: רכבות Rail transport in Japan קטגוריה:יפן: רכבות Rail transport in Romania קטגוריה:רומניה: רכבות Rail transport in Russia קטגוריה:רוסיה: רכבות Rail transport in Russia רכבות ברוסיה Rail transport in Spain קטגוריה:ספרד: רכבות Rail transport in Switzerland קטגוריה:שווייץ: רכבות Rail transport in Turkey קטגוריה:טורקיה: רכבות Rail transport in Ukraine קטגוריה:אוקראינה: רכבות Rail transport in fiction קטגוריה:רכבות בספרות Rail transport modelling דגמי רכבות Rail transport operations קטגוריה:תפעול רכבות Rail transportation in the United States קטגוריה:ארצות הברית: רכבות Raila Odinga ראליה אודינגה Railroad car קרון רכבת Railroad switch מסוט Railroad tie אדן Railway accidents קטגוריה:תאונות רכבת Railway accidents in Israel קטגוריה:ישראל: תאונות רכבת Railway bridges קטגוריה:גשרי רכבת Railway bridges in Israel קטגוריה:ישראל: גשרי רכבת Railway companies קטגוריה:חברות ותאגידי רכבות Railway companies of the United Kingdom קטגוריה:בריטניה: חברות רכבות Railway electrification system חישמול מסילות רכבת Railway gun תותח רכבת Railway line header תבנית:כותרת לקווי רכבת Railway line legend תבנית:מקרא קווי הרכבת Railway lines קטגוריה:מסילות רכבת Railway lines in Israel קטגוריה:ישראל: מסילות רכבת Railway platform רציף רכבת Railway semaphore signal סמפור Railway signalling סימנור Railway stations קטגוריה:תחנות רכבת Railway stations in Berlin קטגוריה:ברלין: תחנות רכבת Railway stations in England קטגוריה:אנגליה: תחנות רכבת Railway stations in Germany קטגוריה:גרמניה: תחנות רכבת Railway stations in Haifa קטגוריה:חיפה: תחנות רכבת Railway stations in Israel קטגוריה:ישראל: תחנות רכבת Railway stations in Italy קטגוריה:איטליה: תחנות רכבת Railway stations in London קטגוריה:לונדון: תחנות רכבת Railway to Beersheba מסילת הדרום Railway to Karmiel מסילת עכו - כרמיאל Railway tunnels קטגוריה:מנהרות רכבת Railway turntable חיוג רכבות Raimond Aumann ריימונד אאומן Raimond Gaita ריימונד גייטה Raimondas Rumšas ריימונדאס רומשאס Raimondas Žutautas ריימונדס ז'וטאוטאס Raimondo Montecuccoli ריימונדו מונטקוקולי Raimonds Pauls ריימונד פאולס Raimundo Orsi ריימונדו אורסי Rain גשם Rain קטגוריה:גשם Rain Dances Rain Dances Rain Man איש הגשם Rain and snow mixed גשם-שלג Rain gauge מד גשם Rain of animals גשם של בעלי חיים Rain quail שליו שחור-חזה Rain shadow מדבר צל גשם Rainbow Rainbow Rainbow קשת בענן Rainbow Bridge גשר הקשת בענן Rainbow Bridge National Monument המונומנט הלאומי ריינבו ברידג' Rainbow Song שיר של קשת וענן Rainbow boa בואה קשת Rainbow flag דגל הגאווה Rainbow jersey חולצת הקשת בענן Rainbow trout טרוטת עין הקשת Rainer Bonhof ריינר בונהוף Rainer Hasler ריינר האסלר Rainer Henkel ריינר הנקל Rainer Maria Rilke ריינר מריה רילקה Rainer Ohlhauser ריינר אוהלהאוזר Rainer Rauffmann ריינר ראופמן Rainer Werner Fassbinder ריינר ורנר פאסבינדר Rainer Zobel ריינר צובל Rainerius רניירי הקדוש Rainforest יער גשם Rainforests קטגוריה:יער גשם Rainforests of the Atsinanana יערות הגשם של אטסינאנאנה Rainier רנייה Raining Men Loud#Raining Men Rainmaker Rainmaker Rainmaker מוריד הגשם Rainmaking ריקוד גשם Rainstick מקל גשם Raion ראיון Raions of Ukraine מחוזות משנה של אוקראינה Raions of Ukraine קטגוריה:אוקראינה: נפות Raisa Smetanina ראיסה סמטנינה Raisa nuhgra/Sandbox2 דייוויד בקהאם Raise the Red Lantern הפנסים האדומים Raised fist אגרוף מונף Raised-bed gardening ערוגה Raised-cosine filter מסנן Raised cosine Raisin צימוק Raising Arizona בייבי אריזונה Raising Hope לגדל את הופ Raising a flag over the Reichstag הנפת הדגל הסובייטי מעל בניין הרייכסטאג Raising of the son of the woman of Shunem האישה השונמית Raising the Flag at Ground Zero הנפת הדגל בגראונד זירו Raising the Flag on Iwo Jima הנפת הדגל באיוו ג'ימה Raistlin Majere רייסטלין מאז'ר Raj Chetty ראג' צ'טי Raj Kapoor ראג' קאפור Raj Koothrappali ראג'ש קוטרפאלי Raja רג'ה Raja Bell ראג'ה בל Raja Ram ראג'ה ראם Raja Shehadeh רג'א שחאדה Rajab רג'ב Rajasthan קטגוריה:ראג'סטאן Rajasthan ראג'סטאן Rajaz Rajaz Rajgród ראיגרוד Rajiv Gandhi רג'יב גנדי Rajneesh אושו Rajon Rondo ראז'ון רונדו Rajpath ראג'פאט Raka רקה Rakat רכעה Rakaw ראקאב Rake מגרפה Rake רייק Rakefet רקפת Rakefet Russak-Aminoach רקפת רוסק עמינח Rakhiv רחיב Rakim ראקים Rakiura National Park הפארק הלאומי ראקיאורה Rakovski ראקובסקי Raleb Majadele ראלב מג'אדלה Raleigh ראלי Ralf Fährmann ראלף פאהרמן Ralli Museum מוזיאון ראלי Rallidae קטגוריה:רליתיים Rallidae רליתיים Rallying ראלי Raloxifene רלוקסיפן Ralph Allen ראלף אלן Ralph Asher Alpher רלף אלפר Ralph Bakshi ראלף באקשי Ralph Bunche ראלף באנץ' Ralph Chaplin ראלף צ'פלין Ralph Craig רלף קרייג Ralph Darling ראלף דרלינג Ralph Ellison רלף אליסון Ralph Fiennes רייף פיינס Ralph Kirkpatrick ראלף קירקפטריק Ralph Klein רלף קליין Ralph Lauren ראלף לורן Ralph Lauren Corporation פולו ראלף לורן Ralph Macchio ראלף מאצ'יו Ralph McTell ראלף מקטל Ralph Metcalfe ראלף מטקלף Ralph Miliband ראלף מיליבנד Ralph Nader ראלף ניידר Ralph Richardson רלף ריצ'רדסון Ralph Rose ראלף רוז Ralph Sampson רלף סמפסון Ralph Steinman רלף שטיינמן Ralph Towner ראלף טאונר Ralph Vaughan Williams רייף וון ויליאמס Ralph Waldo Emerson ראלף וולדו אמרסון Ram Ram Ram רם Ram Caspi רם כספי Ram Karmi רם כרמי Ram Loevy רם לוי Ram Mohan Roy ראג' רמוהון ראי Ram Narayan ראם נאראיאן Ram Oren רם אורן Ram Rothberg רם רוטברג Ram Soffer רם סופר Ram cichlid רמירז Ram in a Thicket איל בסבך Ram-On רם און Rama ראמה Rama רמה Rama Ayalon רמה איילון Rama Messinger רמה מסינגר Rama Yade ראמה יאד Ramachandran plot דיאגרמת ראמצ'נדרן Ramadan רמדאן Ramadan Shalah רמדאן עבדאללה שלח Ramadan Sobhi רמדאן סובחי Ramadi רמאדי Ramah in Benjamin רמה Ramallah קטגוריה:רמאללה Ramallah רמאללה Ramallah Yabrud יברוד Ramallah and al-Bireh Governorate נפת רמאללה ואל-בירה Ramallah and al-Bireh Governorate קטגוריה:נפת רמאללה ואל-בירה Raman scattering פיזור רמאן Ramana Maharshi ראמנה מהארשי Ramanujan–Soldner constant קבוע רמנוג'אן-סולדר Ramat Aharon רמת אהרן Ramat Aviv רמת אביב Ramat Aviv HaHadasha רמת אביב#רמת אביב החדשה Ramat Aviv Mall קניון רמת אביב Ramat Begin אחוזת שמואל#רמת בגין Ramat Beit HaKerem רמת בית הכרם Ramat David רמת דוד Ramat David Airbase בסיס רמת דוד Ramat Denya רמת דניה Ramat Ef'al רמת אפעל Ramat Eshkol רמת אשכול Ramat Eshkol bus bombing הפיגוע בקו 26 Ramat Gan קטגוריה:רמת גן Ramat Gan רמת גן Ramat Gan National Park הפארק הלאומי Ramat Gan Safari הספארי ברמת גן Ramat Gan Stadium אצטדיון רמת גן Ramat Gan bus bombing הפיגוע בקו 20 ברמת גן Ramat Golda דניה Ramat HaHayal רמת החייל Ramat HaKovesh רמת הכובש Ramat HaNadiv רמת הנדיב Ramat HaSharon קטגוריה:רמת השרון Ramat HaSharon רמת השרון Ramat HaShofet רמת השופט Ramat HaTayasim רמת הטייסים Ramat Hovav נאות חובב Ramat Magshimim רמת מגשימים Ramat Negev Regional Council מועצה אזורית רמת הנגב Ramat Negev Regional Council קטגוריה:מועצה אזורית רמת הנגב Ramat Negev Regional Council תבנית:מועצה אזורית רמת הנגב Ramat Rachel רמת רחל Ramat Raziel רמת רזיאל Ramat Sharett רמת שרת Ramat Shlomo רמת שלמה Ramat Tzvi רמת צבי Ramat Yishai רמת ישי Ramat Yisrael רמת ישראל Ramat Yohanan רמת יוחנן Ramathaim-Zophim רמתיים צופים Ramayana ראמאיאנה Ramaz Shengelia רמז שנגליה Ramazan Özcan רמזאן אוזקאן Ramba רמבה Rambam Health Care Campus רמב"ם - הקריה הרפואית לבריאות האדם Ramban קטגוריה:רמב"ן Ramban Synagogue בית כנסת הרמב"ן Ramblin' Jack Elliott רמבלינג ג'ק אליוט Rambo רמבו Rambowallpaperkr8.jpg קובץ:Rambowallpaperkr8.jpg Rambutan רמבוטן Rameh ראמה Ramel Bradley ראמל בראדלי Ramel Curry ראמל קארי Ramen ראמן Ramerupt רמרו Ramesses רעמסס Ramesses I רעמסס הראשון Ramesses II רעמסס השני Ramesses III רעמסס השלישי Ramesses IX רעמסס התשיעי Ramesseum רעמסאום Rami Abba רמי בר אבא Rami Bar-Niv רמי בר-ניב Rami Duani רמי דואני Rami Fortis רמי פורטיס Rami George Khouri ראמי ג'ורג' ח'ורי Rami Gershon רמי גרשון Rami Hamdallah ראמי חמדאללה Rami Heuberger רמי הויברגר Rami Kleinstein רמי קלינשטיין Rami Levy Hashikma Marketing רמי לוי שיווק השקמה Rami Makhlouf ראמי מחלוף Rami Malek רמי מאלק Rami Saari רמי סערי Rami Yosifov רמי יוסיפוב Rami Zur רמי צור Rami bar Hama רמי בר חמא Ramires רמירס Ramiro I of Aragon מלך אראגון רמירו הראשון Ramiro II of Aragon מלך אראגון רמירו השני Ramiz Jaraisy ראמז ג'ראיסי Ramjet מנוע מגח סילון Ramla קטגוריה:רמלה Ramla רמלה Ramla Bay מפרץ רמלה Ramla Railway Station תחנת הרכבת רמלה Ramla White Mosque המסגד הלבן Ramle Al-Haditha ח'דיתה Ramle Al-Qubayba אל-קוביבה Ramleh Commonwealth War Graves Commission Cemetery בית הקברות הצבאי הבריטי ברמלה Rammal Rammal רמאל רמאל Rammed earth אדמה נגוחה Rammelsberg מכרות רמלסברג Rammstein רמשטיין Ramon Airbase בסיס רמון Ramon Airport נמל התעופה רמון Ramon Casas רמון קאזס Ramon Dekkers רמון דקר Ramon Llull רמון ליול Ramon Magsaysay Award פרס רמון מגסאיסאי Ramon Sessions רמון סשנס Ramon Tikaram רמון טיקרם Ramona and Beezus רמונה וביזוס Ramone ראמון Ramones הראמונס Ramos ראמוס Ramot HaShavim רמות השבים Ramot Mall קניון רמות Ramot Meir רמות מאיר Ramot Menashe רמות מנשה Ramot Naftali רמות נפתלי Ramot Polin רמות פולין Ramoth-Gilead רמות גלעד Rampin Rider פרש ראמפין Rampla Juniors רמפלה ג'וניורס Ramsar Convention אמנת ראמסאר Ramsar sites קטגוריה:אתרי ראמסאר Ramsay MacDonald רמזי מקדונלד Ramsey רמזי Ramsey theory קטגוריה:תורת רמזי Ramsey theory תורת רמזי Ramsey's theorem משפט רמזי Ramstein רמשטיין Ramstein Air Base רמשטיין Ramstein air show disaster אסון התצוגה האווירית ברמשטיין Ramy Ayach ראמי עייאש Ramy Ditzanny רמי דיצני Ramzan Kadyrov רמזן קדירוב Ramzi Safouri רמזי ספורי Ramzi Yousef רמזי יוסף Ramzor רמזור Ramírez רמירז Ramón רמון Ramón Alberto Villaverde רמון ויז'וורדה Ramón Calderé רמון קלדרה Ramón Clemente רמון קלמנטה Ramón Díaz רמון דיאס Ramón Grosso רמון גרוסו Ramón Guzmán רמון גוסמאן Ramón Martí ריימונדוס מרטיני Ramón Medina Bello רמון מדינה בז'ו Ramón Rey Ardid רמון ריי ארדיד Ramón Sánchez Pizjuán Stadium אצטדיון רמון סאנצ'ס פיחואן Ramón Torralba רמון טורלבה Ramón Zabalo רמון סבלו Ramūnas Šiškauskas רמונאס שישקאוסקאס Ran ראן Ran רן Ran Abukarat רן אבוקרט Ran Alterman רן אלתרמן Ran Ben Shimon רן בן שמעון Ran Cohen רן כהן Ran Danker רן דנקר Ran Eliran רן אלירן Ran Goren רן גורן Ran HaCohen רן הכהן Ran Itzhak רן יצחק Ran Kadoch רן קדוש Ran Kojok רן קוז'וק Ran Kunik רן קוניק Ran Morin רן מורין Ran Nakash רן נקש Ran Raz רן רז Ran Rol רן רול Rana Raslan רנא רסלאן Ranan Lurie רענן לוריא Ranbar user:Ranbar Rancagua רנקגואה Rance Tidal Power Station תחנת הכוח לה ראנס Ranch חווה חקלאית Ranches קטגוריה:חוות Ranchi ראנצ'י Rand ראנד Rand רנד Rand McNally Building בניין ראנד מקנלי Rand Paul ראנד פול Rand al'Thor רנד אל'תור Randal Cremer רנדל קרמר Randall רנדל Randall Brenes רנדאל ברנס Randall Jarrell רנדל ג'רל Randall Munroe רנדל מונרו Randall Thompson רנדל תומסון Randers FC רנדרס Randers FC players קטגוריה:כדורגלני רנדרס Randi Zuckerberg רנדי צוקרברג Randolph רנדולף Randolph Braham רנדולף ברהם Random House רנדום האוס Random House books קטגוריה:ספרי רנדום האוס Random access גישה ישירה Random graph גרף מקרי Random matrix מטריצה אקראית Random oracle מודל אורקל אקראי Random variable משתנה מקרי Random walk מהלך אקראי Random-access memory זיכרון גישה אקראית Random2382908/draft atomic physics פיזיקה אטומית Randomized algorithm אלגוריתם אקראי Randomness אקראיות Randomness קטגוריה:אקראיות Randy Barnes רנדי בארנס Randy Couture רנדי קוטור Randy Crawford רנדי קרופורד Randy Cunningham: 9th Grade Ninja רנדי קאנינגהם: נינג'ה בפעולה Randy Foye רנדי פוי Randy Harrison רנדי הריסון Randy Johnson רנדי ג'ונסון Randy Moss רנדי מוס Randy Newman רנדי ניומן Randy Orton רנדי אורטון Randy Pausch רנדי פאוש Randy Quaid רנדי קווייד Randy Rhoads רנדי רודס Randy Schekman רנדי שקמן Randy White רנדי וייט Randy Wittman רנדי ויטמן Ranen רנן Raney nickel רייני ניקל Rangaku ראנגאקו Range מנעד Range Rover Sport ריינג' רובר ספורט Range ambiguity resolution כפילות טווח Rangekeeper שולחן בקרת אש Ranger דמויות במבוכים ודרקונים Ranger ריינג'רס Ranger 1 ריינג'ר 1 Ranger 2 ריינג'ר 2 Ranger 3 ריינג'ר 3 Ranger 4 ריינג'ר 4 Ranger 5 ריינג'ר 5 Ranger 6 ריינג'ר 6 Ranger 7 ריינג'ר 7 Ranger 8 ריינג'ר 8 Ranger 9 ריינג'ר 9 Ranger program קטגוריה:תוכנית ריינג'ר Ranger program תוכנית ריינג'ר Rangers F.C. גלאזגו ריינג'רס Rangers F.C. managers קטגוריה:מאמני גלאזגו ריינג'רס Rangers F.C. players קטגוריה:כדורגלני גלאזגו ריינג'רס Rangitoto Island רנגיטוטו Rango רנגו Rani of Jhansi רני לאקשמיבאי Ranibizumab רניביזומאב Ranieri de' Calzabigi רניירי דה קלצאביג'י Raniero Supremo משתמש:Raniero Supremo Rank דרגה Rankin רנקין Rankine cycle מעגל רנקין Rankine scale מעלות רנקין Rankine–Hugoniot conditions משוואות רנקין-הוגוניו Ranko Matasović רנקו מטסוביץ' Ranks and insignia of the Heer דרגות הוורמאכט Ranks and insignia of the Waffen-SS דרגות האס אס Ranks and rank insignia of the Soviet Armed Forces 1943–1955 דרגות הכוחות המזוינים של ברית המועצות Ranma ½ ראנמה חצי Ranoidea צפרדעים Ranomi Kromowidjojo ראנומי קרומווידיויו Ransom כופר Ransomware תוכנת כופר Ranulph Fiennes ראנולף פינז Ranunculaceae נוריתיים Ranunculaceae קטגוריה:נוריתיים Ranunculales נוריתאים Ranunculales קטגוריה:נוריתאים Ranunculus נורית Ranunculus asiaticus נורית אסיה Raoul Auernheimer ראול אוארנהיימר Raoul Dufy ראול דופי Raoul Hausmann ראול האוסמן Raoul Koczalski ראול קוצלסקי Raoul Magrin-Vernerey ראלף מונקלאר Raoul Nordling ראול נורדלינג Raoul Wallenberg ראול ולנברג Raoul Walsh ראול וולש Raoult's law חוק ראול Rao–Blackwell theorem משפט ראו-בלקוול Rap rock ראפ רוק Rapa Iti רפה איטי Rapa Nui National Park הפארק הלאומי רפה נוי Rapa Nui language רפה נוי Rapa-Nui רפה נוי Rape אונס Rape קטגוריה:אונס Rape Me Rape Me Rape culture תרבות אונס Rape of males אונס גברים Rapeseed לפתית Raphael רפאל Raphael Ankawa רפאל אנקווה Raphael Berdugo רפאל בירדוגו Raphael Cohen רפאל הכהן כ"ץ Raphael Cohen-Almagor רפאל כהן-אלמגור Raphael David Levine רפאל לוין Raphael Evers רפאל אייפרס Raphael Hadane הדנה טקויה Raphael Holinshed רפאל הולינסהד Raphael Holzdeppe רפאל הולצדפה Raphael Israeli רפאל ישראלי Raphael Kirchheim רפאל קירכהיים Raphael Lemkin רפאל למקין Raphael Levi Hannover רפאל לוי Raphael Mechoulam רפאל משולם Raphael Meir Panigel רפאל מאיר פאניז'ל Raphael Meldola רפאל מלדולה Raphael Meyuchas ben Shmuel רפאל מיוחס Raphael Patai רפאל פטאי Raphana רפנה Raphanus raphanistrum צנון מצוי Raphaël Alibert רפאל אליבר Raphaël Lépine רפאל לפין Raphaël Nadjari רפאל נג'ארי Raphaël Poirée רפאל פוארה Raphaël Varane רפאל וראן Raphi Cohen רפי כהן Raphicerus דוקרן Raphie Etgar רפי אתגר Rapid sequence induction תהליך הרדמה מהיר Rapid transit קטגוריה:רכבות תחתיות Rapid transit רכבת תחתית Rapid transit by country קטגוריה:רכבות תחתיות לפי מדינה Rapid transit in Russia קטגוריה:רוסיה:רכבות תחתיות Rapid transit in Spain קטגוריה:ספרד: רכבות תחתיות Rapid transit in Turkey קטגוריה:טורקיה: רכבות תחתיות Rapid transit in Ukraine קטגוריה:אוקראינה: רכבות תחתיות Rapid transit in the United States קטגוריה:ארצות הברית: רכבות תחתיות Rapid-Wien.png תמונה:Rapidvienna.jpg RapidShare RapidShare Rapids אשד Rapier רפייר Rapla County ראפלה Rappaport רפפורט Rappaport Faculty of Medicine הפקולטה לרפואה ע"ש רפפורט Rappen ראפן שווייצרי Rappers קטגוריה:ראפרים Rappin' 4-Tay Rappin' 4-Tay Rapping ראפ Rappoport רפפורט Raptors 905 ראפטורס 905 Rapture of the Deep Rapture of the Deep Rapunzel פעמונית Raquel Chalfi רחל חלפי Raquel Diaz שאול גאררו Raquel Welch ראקל ולש Raquel Zimmermann רקל זימרמן Rare Earth hypothesis כדור הארץ הנדיר Rare earth element יסודות נדירים Raritan Bay מפרץ רריטאן Rarities Rarities Rarotonga ררוטונגה Rarotonga International Airport נמל התעופה הבינלאומי ררוטונגה Rarámuri people טאראהומרה Ras Alula אלולה אנגדה Ras Atiya ראס עטייה Ras Burqa massacre הפיגוע בראס בורקה Ras Dashen ראס דשן Ras Karkar ראס כרכר Ras Mengesha Yohannes מנגשה יוהנס Ras Muhammad National Park ראס מוחמד Ras Sedr ראס סודר Ras Sudar ראס סודר Ras al-Amud ראס אל-עמוד Ras al-Ayn ראס אל-עין Ras al-Ein ראס אל-עין Ras al-Khaimah ראס אל-ח'ימה Ras el hanout ראס אל חנות Ras subfamily Ras Rasad 1 ראסאד 1 Rasagiline אזילקט Rasch רש Raschèr Saxophone Quartet רביעיית הסקסופונים ראשר Rascia רשקה Raseiniai ראסייני Raseiniai District Municipality ראסייני Rash פריחה Rashad Khalifa רשאד ח'ליפה Rashad Sadygov רשאד סאדיגוב Rashad al-Shawwa רשאד א-שאווה Rashaida people רשאידה Rashard Lewis רשארד לואיס Rashash רש"ש Rashaya ראשיא Rashbam רשב"ם Rasheed Wallace ראשיד וולאס Rashi רש"י Rashi script כתב רש"י Rashid Ali al-Gaylani רשיד עאלי אל-כילאני Rashid Hussein ראשד חוסיין Rashid Karami רשיד כראמי Rashid Khalidi רשיד ח'אלידי Rashid Masharawi רשיד משהראווי Rashid Nurgaliyev ראשיד נורגאלייב Rashid Ramzi רשיד רמזי Rashid Rida רשיד רידא Rashid-al-Din Hamadani רשיד א-דין המדאני Rashida Jones ראשידה ג'ונס Rashidi Yekini ראשידי יקיני Rashidieh רשידיה Rashidun Caliphate ראשידון Rashidun Caliphs תבנית:ראשדון Rashomon ראשומון Rashomon רשומון Rasht ראשת Rashtriya Swayamsevak Sangh ראשטריה סווג'מסווק סאנג Raskin רסקין Raskol הרפורמה הדתית ברוסיה Rasmus Elm ראסמוס אלם Rasmus Lerdorf רזמוס לרדורף Rasmussen ראסמוסן Rasmussen's encephalitis אנצפליטיס על שם רסמוסן Raspberry Pi ראספברי פאי Rastafari ראסטפארי Rastafari movement קטגוריה:ראסטפארי Raster graphics תמונת מפת סיביות Raster graphics editors קטגוריה:תוכנות לעיבוד תמונת מפת סיביות Rasul Gamzatov רסול גמזטוב Rasulid dynasty השושלת הרסולית Rat חולדה Rat Pack ראט פאק Rat Park פארק החולדות Rat Race מיליונר מי שגומר ראשון Rat king מלך עכברוש Rat na ראד נא Rat-a-Tat Cat חתחתול Rata ראטה Ratatouille רטטוי Ratchet רעשן Ratchet & Clank Ratchet & Clank Ratchet & Clank קטגוריה:Ratchet & Clank Ratchet & Clank Collection Ratchet & Clank Ratchet & Clank: Going Commando Ratchet & Clank: Going Commando Ratchet & Clank: Size Matters Ratchet & Clank: Size Matters Rate equation משוואת קצב Rate-of-living theory קצב לב ותוחלת חיים Rated A for Awesome המגניבים Rated R Rated R Rates ארנונה Ratfaces Home Videos Presents Useless ID Ratfaces Home Videos Presents Useless ID Rathaus Schöneberg בית עיריית טמפלהוף-שנברג Rating system of the Royal Navy קטגוריה:שיטת דירוג האוניות בצי המלכותי הבריטי Rating system of the Royal Navy שיטת דירוג האוניות בצי המלכותי הבריטי Ratio יחס Ratio decidendi רציו דסידנדי Ration stamp תלושי מזון Rational emotive behavior therapy טיפול רציונלי-אמוטיבי Rational expectations ציפיות רציונליות Rational function פונקציה רציונלית Rational mapping העתקה רציונלית Rational number מספר רציונלי Rationalism קטגוריה:רציונליזם Rationalism רציונליזם Rationalists קטגוריה:פילוסופים רציונליסטים Rationing and Supply Minister of Israel משרד האספקה והקיצוב Ratiopharm Ulm רטיופארם אולם Ratisbonne Monastery מנזר רטיסבון Ratite יענאים Ratko Mladić ראטקו מלאדיץ' Ratne רטנה Ratner רטנר Ratniks ראטניק Ratonas/sandbox ג'ט איירווייז Rattan ראטאן Rattle רעשן לתינוקות Rattlesnake עכסנים Rattner2/sandbox מאיר מיבר Ratz רצ Ratziti Sheteda רציתי שתדע Rauch ראוך Rauf Yekta ראוף יקטה ביי Raul Geller ראול גלר Raul Hilberg ראול הילברג Raul Meireles ראול מייראלש Raul Rusescu ראול רוססקו Raung ראונג Rav רב Rav Ashi רב אשי Rav Assi רב אסי Rav Berona רב ברונא Rav Chisda רב חסדא Rav Ena רב עינא Rav Giddel רב גידל Rav Huna רב הונא Rav Jonah רבי יונה Rav Kahana II רב כהנא Rav Kahana III רב כהנא מפום נהרא Rav Kahana IV רב כהנא Rav Karna קרנא Rav Mesharshiya רב משרשיא Rav Nachman רב נחמן Rav Nachman bar Yitzchak רב נחמן בר יצחק Rav Papa רב פפא Rav Papi רב פפי Rav Rahumi III רב רחומי השלישי Rav Safra רב ספרא Rav Shela רב שילא Rav Shizbi רב שיזבי Rav Yemar רב יימר Rav Yosef Hiyya רב יוסף Rav Zeira רבי זירא Rav Zevid רב זביד Rav-Kav רב-קו RavMonE.exe RavMonE.exe Rava רבא Rava-Ruska רווה-רוסקה Ravager ראבאג'ר Ravan Baku FC players קטגוריה:כדורגלני רוואן באקו Rave רייב Raveena Tandon ראווינה טנדון Raveh רווה Raven עורב Raven רייבן Raven paradox פרדוקס העורב Ravenloft רייבנלופט Ravenna קטגוריה:רוונה Ravenna רוונה Ravenna Festival פסטיבל ראוונה Ravens of the Tower of London העורבים של מצודת לונדון Ravensbrück concentration camp קטגוריה:ראוונסבריק Ravensbrück concentration camp ראוונסבריק Ravenswood רייבנסווד Ravi Shankar ראווי שנקר Ravi Shankar שרי שרי ראווי שנקר Ravid רביד Ravid Gazal רביד גזל Ravina רבינא Ravina I רבינא Ravina II רבינא האחרון Ravine גיא Ravinia Festival פסטיבל רוויניה Ravioli רביולי Raviv רביב Raviv Drucker רביב דרוקר Raviv Limonad רביב לימונד Raviv Ullman רביב אולמן Ravshan Irmatov רוושאן אירמטוב Raw image format Raw Raw meat בשר נא Raw veganism טבעונאות Rawa Mazowiecka רווה מזובייצקה Rawabi רוואבי Rawaki Island ראוואקי Rawalpindi רוואלפינדי Rawat Fort מבצר רוואט Rawhi Fattouh רווחי פתוח Rawicz ראביץ' Ray ריי Ray Allen ריי אלן Ray Barbuti ריי ברבוטי Ray Blanchard ריי בלנשרד Ray Bolger ריי בולג'ר Ray Bowden ריי באודן Ray Bradbury ריי ברדבורי Ray Brown ריי בראון Ray Charles ריי צ'ארלס Ray Clemence ריי קלמנס Ray Cooney ריי קוני Ray Cooper ריי קופר Ray Daniel ריי דניאל Ray Donovan ריי דונובן Ray Ewry ריי יורי Ray Frank ריי פרנק Ray Jackendoff ריי ג'קנדוף Ray Kennedy ריי קנדי Ray Kroc ריי קרוק Ray Kurzweil ריי קורצווייל Ray LaHood ריי להוד Ray LaMontagne ריי למונטיין Ray Liotta ריי ליוטה Ray Manzarek ריי מנזרק Ray Meagher ריי מאר Ray Milland ריי מילאנד Ray Ozzie ריי אוזי Ray Parlour ריי פארלור Ray Radlein משתמש:Ray Radlein Ray Romano ריי רומנו Ray Sharkey ריי שארקי Ray Stevenson ריי סטיבנסון Ray Tomlinson ריי טומלינסון Ray Toro ריי טורו Ray Wilkins ריי וילקינס Ray William Johnson ריי ויליאם ג'ונסון Ray Wilson ריי וילסון Ray Winstone ריי וינסטון Ray of Light Ray of Light Ray tracing מעקב קרניים Ray-finned fish קטגוריה:מקריני סנפיר Raya ראיה טורקית Raya and Sakina ריא וסכינה Rayak Air Base שדה התעופה ריאק Rayleigh distribution התפלגות ריילי Rayleigh fading דעיכות מסוג ריילי Rayleigh flow זרימת ריילי Rayleigh scattering פיזור ריילי Rayleigh–Jeans law חוק ריילי-ג'ינס Raymah Governorate רימה Rayman קטגוריה:ריימן Rayman ריימן Rayman 2: The Great Escape ריימן 2: הבריחה הגדולה Rayman 3: Hoodlum Havoc ריימן 3: מהפכת המגה לומים Rayman Legends Rayman Legends Rayman Origins Rayman Origins Raymond ריימונד Raymond Aron ריימון ארון Raymond Blanc רימון בלאן Raymond Calvel רמון קאלבל Raymond Carver ריימונד קארבר Raymond Chandler ריימונד צ'נדלר Raymond Chow ריימונד צ'או Raymond Cruz ריימונד קרוז Raymond Davis Jr. ריימונד דייוויס ג'וניור Raymond Domenech ריימונד דומאנק Raymond Eddé ריימונד אדה Raymond Feist ריימונד פייסט Raymond Felton ריימונד פלטון Raymond Kopa ריימונד קופה Raymond Leppard ריימונד לפארד Raymond Loewy ריימונד לואוי Raymond Odierno ריימונד אודיירנו Raymond Oliver רמון אוליבר Raymond Poincaré רמון פואנקרה Raymond Priestley ריימונד פריסטלי Raymond Smullyan ריימונד סמוליאן Raymond Spruance ריימונד ספרואנס Raymond Thomas ריימונד תומאס Raymond Weil רמון ויי Raymond Williams ריימונד ויליאמס Raymond Zussman ריימונד זוסמן Raymond arritt/Editwar draft ויקיפדיה:מלחמת עריכה Raymond of Sabunde רמון סבונד Raymond of Tripoli רמון מטריפולי Raynald of Châtillon רנו משטיון Raynaud's phenomenon מחלת רנו Rayner Countdown.jpg קובץ:Rayner Countdown.jpg Rayo OKC ראיו OKC Rayo Vallecano ראיו ואיקאנו Rayo Vallecano footballers קטגוריה:כדורגלני ראיו ואיקאנו Rayo Vallecano managers קטגוריה:מאמני ראיו ואיקאנו Rayonnant סגנון גותי קורן Rays קטגוריה:בטאים Raytheon ריית'און Raz רז Raz Degan רז דגן Raz Meirman רז מאירמן Raz Zehavi רז זהבי Raza Jaffrey ראזה ג'אפרי RazakSAT ראזאקסאט Razavi Khorasan Province ח'וראסאן רזאווי Razer Inc. Razer Razgrad ראזגרד Razgrad Province ראזגרד Razi ראזי Razi Barkai רזי ברקאי Razia Sultana רדיה סלטאנה Raziel רזיאל Razlog רזלוג Razor תער Razorbill אלקה חדת-מקור Razorflame משתמש:Razorflame Razorlight רייזורלייט Razundara Tjikuzu ראזונדארה טג'יקוזו Raëlism ראלים Raí ראיי Raï ראיי Raúl ראול גונזלס Raúl Alberto Lastiri ראול אלברטו לסטירי Raúl Albiol ראול אלביול Raúl Alfonsín ראול אלפונסין Raúl Bobadilla ראול בובאדייה Raúl Castro ראול קסטרו Raúl Cubas Grau ראול קובאס גראו Raúl García ראול גרסיה Raúl Jiménez ראול חימנס Raúl Juliá ראול ג'וליה Raúl Tamudo ראול טאמודו Raül López ראול לופס Rașcov רשקוב Rdio Rdio Rdracr/Dictionary מילון Rdracr/Dinosaur דינוזאורים Rdracr/WikiAddiction התמכרות Re Re Re'eh פרשת ראה Re'em ראם Re'em Ha'Cohen רא"ם הכהן Re'im רעים ReCAPTCHA ReCAPTCHA ReFS ReFS ReactOS ReactOS Reaction ריאקציה Reaction intermediate חומר ביניים Reaction rate constant קבוע קצב Reactionary ריאקציה Reactive armour שריון ריאקטיבי Reactive arthritis דלקת מפרקים ראקטיבית Reactive centrifugal force כוח צנטריפוגלי Reactive hypoglycemia היפוגליקמיה ראקטיבית Reactivity תגובתיות Read-only memory זיכרון לקריאה בלבד Reader's Digest Reader's Digest Reader-response criticism ביקורת תגובת הקורא Reading קטגוריה:קריאה Reading קריאה Reading רדינג Reading F.C. רדינג Reading F.C. managers קטגוריה:מאמני רדינג Reading F.C. players קטגוריה:כדורגלני רדינג Reading Light מגדלור תל אביב Reading Lolita in Tehran לקרוא את לוליטה בטהרן Reading Power Station תחנת הכוח רדינג Reading and Leeds Festivals פסטיבל רדינג ולידס Reading comprehension הבנת הנקרא Reading frame מסגרת קריאה Ready Go Ready Go Ready Player One שחקן מספר אחת Ready or Not Ready or Not Ready-mix concrete בטון מובא Reagan רייגן Reagan administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל רונלד רייגן Reagent מגיב Real Academia Española האקדמיה המלכותית הספרדית Real Betis ריאל בטיס Real Betis managers קטגוריה:מאמני ריאל בטיס Real Betis players קטגוריה:כדורגלני ריאל בטיס Real Humans בני-אדם אמיתיים Real Madrid Baloncesto ריאל מדריד Real Madrid Baloncesto players קטגוריה:כדורסלני ריאל מדריד Real Madrid C.F. קטגוריה:מועדון הכדורגל ריאל מדריד Real Madrid C.F. ריאל מדריד Real Madrid C.F. managers קטגוריה:מאמני ריאל מדריד Real Madrid C.F. players קטגוריה:כדורגלני ריאל מדריד Real Madrid Castilla ריאל מדריד קסטיליה Real Madrid Castilla footballers קטגוריה:כדורגלני ריאל מדריד קסטיליה Real Madrid Castilla managers קטגוריה:מאמני ריאל מדריד קסטיליה Real Madrid basketball coaches קטגוריה:מאמני ריאל מדריד בכדורסל Real Murcia ריאל מורסיה Real Murcia managers קטגוריה:מאמני ריאל מורסיה Real Murcia players קטגוריה:כדורגלני ריאל מורסיה Real Muthaphuckkin G's Real Muthaphuckkin G's Real Oviedo ריאל אוביידו Real Oviedo managers קטגוריה:מאמני ריאל אוביידו Real Oviedo players קטגוריה:כדורגלני ריאל אוביידו Real Salt Lake ריאל סולט לייק Real Salt Lake players קטגוריה:כדורגלני ריאל סולט לייק Real Sociedad ריאל סוסיאדד Real Sociedad footballers קטגוריה:כדורגלני ריאל סוסיאדד Real Sociedad managers קטגוריה:מאמני ריאל סוסיאדד Real Sportive ריאל ספורטיב Real Steel פלדה אמיתית Real Tamale United ריאל טמלה יונייטד Real Time Streaming Protocol RTSP Real Time with Bill Maher זמן אמיתי עם ביל מאהר Real Valladolid ריאל ואיאדוליד Real Valladolid footballers קטגוריה:כדורגלני ריאל ואיאדוליד Real Valladolid managers קטגוריה:מאמני ריאל ואיאדוליד Real Zaragoza ריאל סרגוסה Real Zaragoza players קטגוריה:כדורגלני סרגוסה Real analysis אנליזה ממשית Real closed field שדה סגור ממשית Real estate מקרקעין Real estate קטגוריה:מקרקעין Real estate appraisal שמאות מקרקעין Real estate bubble בועת נדל"ן Real estate investment trust קרן נדל"ן Real estate transfer tax מקרקעין Real estate valuation קטגוריה:שמאות מקרקעין Real line הישר הממשי Real number שדה המספרים הממשיים Real numbers קטגוריה:מספרים ממשיים Real projective space מרחב פרויקטיבי ממשי Real property law קטגוריה:זכויות במקרקעין Real versus nominal value ערך ריאלי וערך נקוב Real wages שכר ריאלי Real-time Transport Protocol Real-time Transport Protocol Real-time bidding פרסום בזמן אמת Real-time computing מערכת זמן אמת Real-time gross settlement RTGS Real-time marketing שיווק בזמן אמת Real-time polymerase chain reaction Real Time PCR Real-time strategy אסטרטגיה בזמן אמת Real-time strategy video games קטגוריה:משחקי אסטרטגיה ממוחשבים Real-time technology קטגוריה:טכנולוגיית זמן אמת Real-time testing בדיקת זמן אמת Real-valued function פונקציה ממשית RealClearPolitics RealClearPolitics Realencyclopädie der classischen Altertumswissenschaft אנציקלופדיה לעולם הקלאסי Realignment plan תוכנית ההתכנסות Realism קטגוריה:ריאליזם Realism ריאליזם Realist painters קטגוריה:ציירים ריאליסטים Reality Reality Reality מציאות Reality Bites מציאות נושכת Reality principle עקרון המציאות Reality show winners קטגוריה:זוכים בתוכניות מציאות Reality television תוכנית מציאות Reality television judges קטגוריה:שופטי תוכניות מציאות Reality television participants קטגוריה:מתחרים בתוכניות מציאות Reality testing בוחן מציאות Reality92/double blah שינה זעירה Really Don't Care Really Don't Care Realm of Kings ממלכת המלכים Realm of New Zealand תבנית:תחומי ניו זילנד Realmgic user:Realmgic Realms of Arda ממלכות הארץ התיכונה Reaper מקצרה Reaper Man איש הקציר Rear Window חלון אחורי Rear projection effect אפקט הקרנה אחורית Rearrangement inequality אי-שוויון התמורות Rearrangement reaction תגובת שחלוף ReasOFF user:Reason Reason הגיון Reasonability סבירות Reasonable doubt ספק סביר Reasonable person האדם הסביר Reavers הבוזזים Rebab רבאב Rebbe אדמו"ר Rebbes of Belz קטגוריה:אדמו"רי בעלז Rebbes of Bobov קטגוריה:אדמו"רי באבוב Rebbes of Boyan קטגוריה:אדמו"רי בויאן Rebbes of Chabad קטגוריה:אדמו"רי חב"ד Rebbes of Chernobyl קטגוריה:אדמו"רי בית צ'רנוביל Rebbes of Ger קטגוריה:אדמו"רי גור Rebbes of Izhbitza–Radzin קטגוריה:אדמו"רי איז'ביצה-ראדזין Rebbes of Karlin–Stolin קטגוריה:אדמו"רי קרלין Rebbes of Munkacs קטגוריה:אדמו"רי מונקאץ' Rebbes of Nadvorna קטגוריה:אדמו"רי נדבורנה Rebbes of Ruzhin קטגוריה:אדמו"רי בית רוז'ין Rebbes of Sadigura קטגוריה:אדמו"רי סדיגורה Rebbes of Satmar קטגוריה:אדמו"רי סאטמר Rebbes of Siget קטגוריה:אדמו"רי סיגט Rebbes of Sochatchov קטגוריה:אדמו"רי סוכטשוב Rebbes of Zidichov קטגוריה:אדמו"רי זידיטשוב-קומרנא Rebbetzins קטגוריה:רבניות חרדיות Rebbetzins of Lubavitch קטגוריה:רבניות חב"ד Rebecca רבקה Rebecca Adlington רבקה אדלינגטון Rebecca Black רבקה בלאק Rebecca De Mornay רבקה דה מורניי Rebecca Gilman רבקה גילמן Rebecca Goldstein רבקה גולדסטיין Rebecca Hall רבקה הול Rebecca Harding Davis רבקה הרדינג דייוויס Rebecca MacKinnon רבקה מקינון Rebecca Mader רבקה מדר Rebecca Night רבקה נייט Rebecca Romero רבקה רומרו Rebecca Romijn רבקה רומיין Rebecca Sieff Hospital בית החולים רבקה זיו Rebecca Soni רבקה סוני Rebecca Walker רבקה ווקר Rebecca West רבקה וסט Rebecca bat Meir Tiktiner רבקה בת מאיר טיקטינר RebeccaHugo בושה Rebel Alliance ברית המורדים Rebel Heart Rebel Heart Rebel Wilson רבל וילסון Rebel Without a Cause מרד הנעורים Rebel groups in Uganda קטגוריה:אוגנדה: ארגוני מורדים Rebel militia groups קטגוריה:ארגוני מורדים Rebelde Rebelde Rebelde Way המורדים Rebellion קטגוריה:מרידות Rebellions in France קטגוריה:צרפת: מרידות Rebellions in Japan קטגוריה:מרידות ביפן Rebels קטגוריה:מורדים Rebetiko רמבטיקו Rebirth Rebirth Rebirthing נשימה מעגלית Reboot אתחול Reboot films קטגוריה:סרטי אתחול Reborn! ריבורן! Rebound ריבאונד Rebuilding of London Act 1666 חוק הבנייה מחדש של לונדון 1666 Rebuilding of London Act 1670 חוק הבנייה מחדש של לונדון 1670 Rebus רבוס Recall שליפה Recall bias הטיית זיכרון Recall election Recall Election Recanati רקנאטי Recanati winery יקבי רקנאטי Recapitulation theory החוק הביוגנטי Receipt קבלה Received Pronunciation Received Pronunciation Receiver operating characteristic עקומת ROC Receivership כינוס נכסים Recent Songs Recent Songs Recent additions 100 ויקיפדיה:הידעת? Recent additions 101 ויקיפדיה:הידעת? Recent additions 102 ויקיפדיה:הידעת? Recent additions 103 ויקיפדיה:הידעת? Recent additions 104 ויקיפדיה:הידעת? Recent additions 105 ויקיפדיה:הידעת? Recent additions 106 ויקיפדיה:הידעת? Recent additions 107 ויקיפדיה:הידעת? Recent additions 108 ויקיפדיה:הידעת? Recent additions 109 ויקיפדיה:הידעת? Recent additions 110 ויקיפדיה:הידעת? Recent additions 111 ויקיפדיה:הידעת? Recent additions 112 ויקיפדיה:הידעת? Recent additions 113 ויקיפדיה:הידעת? 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Recent changes ויקיפדיה:דף השינויים האחרונים Recep Tayyip Erdoğan רג'פ טאיפ ארדואן Reception קליטה Receptive field שדה קלט Receptor קולטן Receptor antagonist אנטגוניסט Receptors קטגוריה:קולטנים Recess appointment מינוי פגרה Recession מיתון Recha Freier רחה פריאר Rechabite בני רכב Rechelim רחלים Rechnitz רכניץ Rechov SumSum רחוב סומסום Rechter Prize פרס רכטר Rechytsa רצ'יטסה Recidivism רצידיביזם Recife קטגוריה:רסיפה Recife רסיפה Recipe מתכון Recipients of Israeli military awards and decorations קטגוריה:מעוטרי צה"ל Recipients of Israeli presidential pardons קטגוריה:ישראלים שקיבלו חנינה Recipients of Soviet Union military awards and decorations קטגוריה:מקבלי עיטורים בברית המועצות Recipients of United Kingdom civil awards and decorations קטגוריה:מקבלי עיטורים בריטים Recipients of United States military awards and decorations קטגוריה:מעוטרי הכוחות המזוינים של ארצות הברית Recipients of military awards and decorations קטגוריה:מקבלי עיטורים צבאיים Recipients of the Air Force Distinguished Service Medal קטגוריה:מעוטרי מדליית השירות המצוין של חיל האוויר Recipients of the Air Medal קטגוריה:מעוטרי מדליית האוויר Recipients of the Australian Sports Medal קטגוריה:זוכי מדליית הספורט האוסטרלית Recipients of the Bronze Star Medal קטגוריה:מעוטרי כוכב הארד Recipients of the Bruce Medal קטגוריה:זוכי מדליית ברוס Recipients of the Copley Medal קטגוריה:זוכי מדליית קופלי Recipients of the Croix de guerre קטגוריה:מעוטרי צלב המלחמה Recipients of the Cross of St. George קטגוריה:מעוטרי צלב גיאורגי Recipients of the Defense Distinguished Service Medal קטגוריה:מעוטרי מדליית השירות המצוין של מחלקת ההגנה Recipients of the Distinguished Flying Cross קטגוריה:מעוטרי צלב התעופה המצוינת Recipients of the Distinguished Service Cross קטגוריה:מעוטרי צלב השירות המצוין Recipients of the Distinguished Service Medal קטגוריה:מעוטרי מדליית השירות המצוין Recipients of the George Cross קטגוריה:מעוטרי צלב ג'ורג' Recipients of the German Cross קטגוריה:מעוטרי הצלב הגרמני Recipients of the Gold German Cross קטגוריה:מעוטרי הצלב הגרמני בזהב Recipients of the Gold Medal of the Royal Astronomical Society קטגוריה:זוכי מדליית זהב של החברה המלכותית לאסטרונומיה Recipients of the Iron Cross קטגוריה:מעוטרי צלב הברזל Recipients of the Knight's Cross of the Iron Cross with Oak Leaves קטגוריה:מעוטרי צלב האבירים עם עלי אלון Recipients of the Knight's Cross of the Iron Cross with Oak Leaves and Swords קטגוריה:מעוטרי צלב האבירים עם עלי אלון וחרבות Recipients of the Legion of Merit קטגוריה:מעוטרי אות לגיון ההצטיינות Recipients of the Medal of Courage קטגוריה:מעוטרי עיטור העוז Recipients of the Medal of Distinguished Service קטגוריה:מעוטרי עיטור המופת Recipients of the Medal of Honor קטגוריה:מעוטרי מדליית הכבוד Recipients of the Medal of Valor קטגוריה:מעוטרי עיטור הגבורה Recipients of the Medal of the Order of Australia קטגוריה:מסדר אוסטרליה: מקבלי מדליה Recipients of the Military Cross קטגוריה:מעוטרי הצלב הצבאי Recipients of the Navy Cross קטגוריה:מעוטרי צלב הצי Recipients of the Navy Distinguished Service Medal קטגוריה:מעוטרי מדליית השירות המצוין של הצי Recipients of the Order of Alexander Nevsky קטגוריה:מעוטרי עיטור אלכסנדר נבסקי Recipients of the Order of Bogdan Khmelnitsky קטגוריה:מעוטרי עיטור בוגדן חמלניצקי Recipients of the Order of Civil Merit קטגוריה:מעוטרי מסדר ההצטיינות האזרחי Recipients of the Order of Karl Marx קטגוריה:מעוטרי עיטור קרל מרקס Recipients of the Order of Kutuzov קטגוריה:מעוטרי עיטור קוטוזוב Recipients of the Order of Lenin קטגוריה:מעוטרי עיטור לנין Recipients of the Order of Merit of the Federal Republic of Germany קטגוריה:מעוטרי מסדר הכבוד של הרפובליקה הפדרלית של גרמניה Recipients of the Order of Nakhimov קטגוריה:מעוטרי עיטור נחימוב Recipients of the Order of St. Alexander Nevsky קטגוריה:מעוטרי עיטור אלכסנדר נבסקי Recipients of the Order of St. Andrew קטגוריה:מעוטרי עיטור אנדריי הקדוש Recipients of the Order of St. George קטגוריה:מעוטרי עיטור גיאורגי הקדוש Recipients of the Order of Suvorov קטגוריה:מעוטרי עיטור סובורוב Recipients of the Order of Ushakov קטגוריה:מעוטרי עיטור אושקוב Recipients of the Order of Victory קטגוריה:מעוטרי עיטור הניצחון Recipients of the Order of the Badge of Honour קטגוריה:מעוטרי עיטור אות הכבוד Recipients of the Order of the Black Eagle קטגוריה:אבירי מסדר העיט השחור Recipients of the Order of the Medjidie קטגוריה:מעוטרי מסדר המג'ידיה Recipients of the Order of the October Revolution קטגוריה:מעוטרי עיטור מהפכת אוקטובר Recipients of the Order of the Patriotic War קטגוריה:מעוטרי עיטור המלחמה הפטריוטית הגדולה Recipients of the Order of the People's Hero קטגוריה:גיבורי יוגוסלביה Recipients of the Order of the Red Banner קטגוריה:מעוטרי עיטור הדגל האדום Recipients of the Order of the Red Star קטגוריה:מעוטרי עיטור הכוכב האדום Recipients of the Order of the Yugoslav Star קטגוריה:מעוטרי עיטור הכוכב של יוגוסלביה Recipients of the Ordre de la Libération קטגוריה:מעוטרי אות מסדר השחרור Recipients of the Pierre de Coubertin medal קטגוריה:זוכי מדליית פייר דה קוברטן Recipients of the Pour le Mérite קטגוריה:מעוטרי פור לה מריט Recipients of the Presidential Medal of Distinction of Israel קטגוריה:מעוטרי עיטור הנשיא Recipients of the Purple Heart medal קטגוריה:מעוטרי לב הארגמן Recipients of the Sakharov Prize קטגוריה:זוכי פרס סחרוב Recipients of the Silver German Cross קטגוריה:מעוטרי הצלב הגרמני בכסף Recipients of the Silver Star קטגוריה:מעוטרי כוכב הכסף Recipients of the Victoria Cross קטגוריה:מעוטרי צלב ויקטוריה Recipients of the title of Hero of Ukraine קטגוריה:גיבורי אוקראינה Reciprocal Fibonacci constant קבוע הופכיי מספרי פיבונאצ'י Reciprocal lattice סריג הופכי Reciprocating saw מסור חרב Recital רסיטל Recitative רצ'יטטיב Reck רק Reclaim the Streets Reclaim the Streets Reclaimed water מיחזור מים Reclamation of Wellington Harbour ייבוש קרקע בנמל ולינגטון Reclassified Reclassified Recoilless rifle תותח ללא רתע Recombinant DNA DNA רקומביננטי Recombination רקומבינציה Recommender system מערכות המלצה Reconnaissance סיור Reconnaissance satellite לוויין ריגול Reconquista רקונקיסטה Reconstruction רקונסטרוקציה Reconstruction שחזור Reconstruction Era תקופת השיקום Reconstructionist Judaism יהדות רקונסטרוקטיבית Reconstructionist Judaism קטגוריה:יהדות רקונסטרוקטיבית Reconstructionist Rabbinical College בית המדרש לרבנים ליהדות מתחדשת Recopa Sudamericana גביע רקופה סודאמריקנה Record chart מצעד פזמונים Record charts קטגוריה:מצעדי פזמונים Record label חברת תקליטים Record labels קטגוריה:מותגי הקלטות Record producer מפיק מוזיקלי Record producers קטגוריה:מפיקים מוזיקליים Recorded music קטגוריה:מוזיקה מוקלטת Recorder חלילית Recorder players קטגוריה:נגני חלילית Recording הקלטה Recording Industry Association of America איגוד תעשיית ההקלטות האמריקאי Recording studio אולפן הקלטות Recording studios קטגוריה:אולפני הקלטות Recording the Angel Recording The Angel Records of the Grand Historian רשומות ההיסטוריון Recovering the Satellites Recovering the Satellites Recovery Recovery Recovery approach מודל ההחלמה Recreation נופש Recreation room משחקייה Recreational drug use סם פסיכואקטיבי Recreational mathematics קטגוריה:שעשועי מתמטיקה Recreational mathematics שעשועי מתמטיקה Recreativo de Huelva רקראטיבו ולבה Recreativo de Huelva players קטגוריה:כדורגלני רקראטיבו ולבה Recruit scandal שערוריית Recruit Recruit training טירונות Recruitment מיון עובדים Rectal examination בדיקה רקטאלית Rectangle מלבן Rectangular function פונקציית המלבן Rectifier מיישר זרם Rector רקטור Rectum חלחולת Rectus abdominis muscle שריר הבטן הישר Recumbent bicycle אופנוח Recurrence relation נוסחת נסיגה Recursion רקורסיה Recursive definition הגדרה רקורסיבית Recursive set קבוצה רקורסיבית Recursively enumerable set קבוצה ניתנת למנייה רקורסיבית Recurvirostridae סייפניים Recurvirostridae קטגוריה:סייפניים Recycling מיחזור Recycling קטגוריה:מיחזור Recycling bin סל מחזור Recycling symbol סמל מיחזור Red Red Red אדום Red רד Red 2G אדום 2G Red Army הצבא האדום Red Army Faction סיעת הצבא האדום Red Army invasion of Georgia פלישת הצבא האדום לגאורגיה Red Arrows החצים האדומים Red Auerbach רד אאורבך Red Ball Express אקספרס הכדור האדום Red Brigades הבריגדות האדומות Red Bull רד בול Red Bull Arena רד בול ארנה Red Bull Flugtag רד בול פלוגטאג Red Bull Racing רד בול רייסינג Red Buttons רד באטנס Red Carpet שטיח אדום Red Color צבע אדום Red Dawn שחר אדום Red Desert המדבר האדום Red Dragon דרקון אדום Red Dragon הדרקון האדום Red Dwarf ננס אדום Red Ensign נס אדום Red Ensigns קטגוריה:נס אדום Red Flag Linux לינוקס דגל אדום Red Fort המצודה האדומה בדלהי Red Garland רד גארלנד Red Guardian השומר האדום Red Guards המשמרות האדומים Red Hand of Ulster היד האדומה של אלסטר Red Hat Red Hat Red Hat Linux Red Hat Linux Red Holzman רד הולצמן Red Hood הברדס האדום Red Hot Chili Peppers קטגוריה:רד הוט צ'ילי פפרז Red Hot Chili Peppers רד הוט צ'ילי פפרז Red Hot Chili Peppers תבנית:רד הוט צ'ילי פפרז Red Hot Chili Peppers albums קטגוריה:אלבומי רד הוט צ'ילי פפרז Red House הבית האדום Red Lake River נהר האגם האדום Red Lantern Corps חיל הפקחים האדומים Red Line הקו האדום Red Line מערכת להסעת המונים במטרופולין תל אביב - הקו האדום Red Mass מיסה אדומה Red Mercury מרקורי האדום Red Nichols רד ניקולס Red Orchestra התזמורת האדומה Red Orchestra 2: Heroes of Stalingrad Red Orchestra 2: Heroes of Stalingrad Red Orchestra: Ostfront 41-45 Red Orchestra: Ostfront 41-45 Red Rabbit ארנב אדום Red Rackham's Treasure אוצרו של רקהם האדום Red River הנהר האדום Red River נהר אדום Red River of the South הנהר האדום Red Robin רובין האדום Red Room החדר האדום Red Rose of Lancaster שושנת לנקסטר האדומה Red Sea אל-בחר אל-אחמר Red Sea הים האדום Red Sea Flotilla שייטת הים האדום Red Sea Governorate קטגוריה:ים סוף Red Sea Jazz Festival פסטיבל הג'אז הבינלאומי אילת Red Sea–Dead Sea Canal תעלת הימים Red Shoe Diaries יומן הנעל האדומה Red Skull הגולגולת האדומה Red Square הכיכר האדומה Red Square קטגוריה:הכיכר האדומה Red Star Belgrade הכוכב האדום בלגרד Red Star Belgrade footballers קטגוריה:כדורגלני הכוכב האדום בלגרד Red Sun שמש אדומה Red Terror הטרור האדום Red algae אדומיות Red and Blue Chair כיסא אדום וכחול Red blood cell תא דם אדום Red carpet שטיח אדום Red coat מעיל אדום Red colobus קולובוס אדום Red cooking בישול אדום Red crossbill צלוב-מקור מצוי Red curry קארי אדום Red deer אייל אציל Red dragon הדרקון האדום Red dwarf ננס אדום Red flag דגל אדום Red flag הדגל האדום Red forest duiker צביון נאטאל Red fox שועל מצוי Red giant ענק אדום Red goral גוראל אדום Red hair ג'ינג'י Red hands ידיים אדומות Red hartebeest בובאל הכף Red heifer פרה אדומה Red junglefowl תרנגול בנקיבה Red kangaroo קנגורו אדום Red line קו אדום Red mercury כספית אדומה Red panda פנדה אדום Red rail רלית אדומה Red river hog חזיר נהרות Red ruffed lemur למור צווארון אדום Red serow סרו אדום Red spitting cobra קוברה יורקת אדומה Red star הכוכב האדום Red supergiant על-ענק אדום Red telephone box תא טלפון אדום Red velvet cake עוגת קטיפה אדומה Red wolf זאב אדמוני Red-and-green macaw ארה ירוקת-כנף Red-bellied piranha פיראנה אדומת בטן Red-bellied titi טיטי אדום בטן Red-billed chough זג אדום-מקור Red-billed gull שחף אדום-מקור Red-billed oxpecker זרזיר בקר אדום-מקור Red-billed quelea שתאי אדום מקור Red-billed tropicbird פתון אדום-מקור Red-breasted goose ברנטה אדומת-חזה Red-capped tamarin טמרין אדום שיער Red-crested korhaan חובה אדומת ציצית Red-crested pochard נטה אדומת ראש Red-crested turaco טוראקו אדום ציצית Red-crowned crane עגור אדום כתר Red-eared slider צבגון אדום-אוזן Red-eye effect אפקט עיניים אדומות Red-faced spider monkey קוף עכביש אדום פנים Red-fan parrot תוכי ראש נץ Red-flanked duiker צביון אדום Red-footed booby סולה אדומת רגל Red-footed falcon בז ערב Red-footed tortoise צב אדום רגליים Red-fronted gazelle צבי אדום חזית Red-fronted parrot תוכי אדום-מצח Red-handed tamarin טמרין זהוב ידיים Red-headed vulture נשר אדום-ראש Red-legged kittiwake ריסה אדומת רגל Red-legged seriema קריאמה אדומת רגל Red-light district רובע החלונות האדומים Red-necked grebe טבלן אפור-לחיים Red-necked wallaby וולבי אדום צוואר Red-shouldered macaw מקאו אדום כתפיים Red-tailed hawk עקב אדום-זנב Red-throated caracara קרקרה אדומת גרון Red-vented bulbul בולבול אדום שת Red-winged tinamou טינמו אדום-כנף דרומי RedAcer/phonon פונון RedAlertScreenshot.jpg תמונה:RedAlertScreenshot.jpg RedOne רד וואן Reda Mansour רדא מנצור Redaktor משתמש:גר צדק Redcurrant דומדמנית Redd Foxx רד פוקס Reddick רדיק Reddit Reddit Redemption Redemption Redgrave family קטגוריה:משפחת רדגרייב Redirect ויקיפדיה:דף הפניה Redirect תבנית:מפנה Redirect fixer משתמש:מתקן הפניות Redis Redis Redknapp רדנאפ Redman רדמן Redonda רדונדה Redox חמצון-חיזור Reds אדומים Redshift הסחה לאדום Redshirt חולצה אדומה Redstone רדסטון Redstonesoldier/editing and test page for Article "Redstone(rocket)" רדסטון Redstonesoldier/sandbox 2 רדסטון Reduced instruction set computing RISC Reduced mass מסה מצומצמת Reducing sugar סוכר מחזר Reductio ad Hitlerum רדוקטיו אד היטלרום Reduction צמצום Reduction רדוקציה Reduction רדוקציה חישובית Reductionism רדוקציוניזם Reduncinae צבאי סוף Redundancy יתירות Redundant array of independent memory מערך יתיר של זיכרון עצמאי Reduviidae טורפניתיים Redvers Buller רדוורס בולר Redwall סדרת רדוול Redwall קטגוריה:רדוול Redwall רדוול Redwood National and State Parks מערכת הפארקים רדווד Red–black tree עץ אדום שחור Reebok ריבוק Reed עלה Reed's law חוק ריד Reedbuck צבי סוף Reed–Solomon error correction קוד ריד-סולומון Reef שונית Reef Mesika ריף מסיקה Reef knot קשר שטוח Reefer ship אוניית קירור Rees's Cyclopædia הציקלופדיה של ריס Reese Hoffa ריס הופה Reese Witherspoon ריס וית'רספון Reeve ריב Reeves ריבס Reeves's muntjac מונטיאק סיני Reeves's pheasant שובל מלכותי Ref label תבנית:Ref label Refaat Al-Gammal רפעת אל גמאל Refael רפאל בנבנשתי Refael Reuvain Grozovsky ראובן גרוזובסקי Refael Shapiro רפאל שפירא Refbegin תבנית:Refbegin Refectory רפקטוריום Refeeding syndrome תסמונת חידוש הזנה Refend תבנית:Refend Referee שופט Referee שופט כדורגל Reference רפרנט Reference desk ויקיפדיה:הכה את המומחה Reference desk/Language ויקיפדיה:ייעוץ לשוני Reference ranges for blood tests ערכי נורמה בבדיקת דם Reference works קטגוריה:ספרי עזר Referendum משאל עם Referendums קטגוריה:משאלי עם Referer spoofing Referer#הונאת Referer Refinery בית זיקוק Reflation רפלציה Reflecting pool בריכת השתקפות Reflecting telescope טלסקופ מחזיר אור Reflection Reflection Reflection החזרה Reflection רפלקציה Reflection שיקוף Reflection nebula ערפילית החזרה Reflection nebulae קטגוריה:ערפיליות החזרה Reflections on the Guillotine הרהורים על הגיליוטינה Reflections on the Revolution in France הרהורים על המהפכה בצרפת Reflective listening שיקוף Reflector צלחת לוויין Reflektor Reflektor Reflex רפלקס Reflex arc קשת רפלקס Reflex seizure אפילפסיה של רפלקס Reflexes קטגוריה:רפלקסים Reflexive relation יחס רפלקסיבי Reflexology רפלקסולוגיה Reflist תבנית:הערות שוליים Reform רפורמה Reform Act 1832 חוק הרפורמה של 1832 Reform Judaism יהדות רפורמית Reform Judaism קטגוריה:יהדות רפורמית Reform Judaism in Israel קטגוריה:יהדות רפורמית בישראל Reform Party of the United States of America המפלגה הרפורמיסטית האמריקאית Reform of the United Nations Security Council קריאות לשינויים במועצת הביטחון של האו"ם Reform rabbis קטגוריה:רבנים רפורמים Reform synagogues קטגוריה:בתי כנסת רפורמיים Refracting telescope טלסקופ שובר-אור Refraction שבירה Refractive index מקדם שבירה Refractive surgery ניתוח לתיקון הראייה בלייזר Refractor Engine Refractor Refrain רפרן Refresh rate קצב רענון Refrigerated container מכולת קירור Refrigeration קירור Refrigerator מקרר Refugee פליט Refugee camp מחנה פליטים Refugee camps קטגוריה:מחנות פליטים Refugees קטגוריה:פליטים Refugees of Iraq פליטי עיראק Refugees of Sudan פליטי דרום סודאן Refugees of the Syrian Civil War פליטי מלחמת האזרחים בסוריה Refusal to serve in the IDF סרבנות בישראל Refused ריפיוזד Refusenik אסיר ציון Refuseniks קטגוריה:אסירי ציון בברית המועצות Reg Lewis רג' לואיס Rega Lifney She... רגע לפני ש... Rega im Dodley רגע עם דודלי Regaliceratops רגאליצרטופס Regarding Henry בנוגע להנרי Regavim רגבים Regba רגבה Regeneration רגנרציה Regenerative medicine רפואה רגנרטיבית Regensburg רגנסבורג Regensburg Cathedral קתדרלת רגנסבורג Regent עוצר Regent Street רחוב ריג'נט Regent bowerbird סוכי שחור Regent's Canal תעלת ריג'נטס Regent's Park ריג'נטס פארק Regents of Scotland קטגוריה:עוצרי סקוטלנד Reger רגר Regev Fanan רגב פנאן Reggae קטגוריה:רגאיי Reggae רגאיי Reggae musical groups קטגוריה:להקות רגאיי Reggae songs קטגוריה:שירי רגאיי Reggaeton רגאטון Reggie Evans רג'י אוונס Reggie Jackson רג'י ג'קסון Reggie Lewis רג'י לואיס Reggie Miller רג'י מילר Reggie Walker רג'י ווקר Reggina Calcio players קטגוריה:כדורגלני רג'ינה קלצ'ו Reggio Calabria רג'ו די קלבריה Reggio Emilia רג'ו אמיליה Reggio Emilia approach גישת רג'ו אמיליה Regia Aeronautica חיל האוויר המלכותי האיטלקי Regia Marina הצי המלכותי האיטלקי Regiment רגימנט Regiments קטגוריה:רגימנטים Regiments of the British Army קטגוריה:הצבא הבריטי: רגימנטים Regin רגין Regina רג'ינה Regina Brett רג'ינה ברט Regina Hall רג'ינה הול Regina Jonas רגינה יונאס Regina Spektor רג'ינה ספקטור Regina Taylor רג'ינה טיילור Reginald Barclay רג'ינלד בארקלי Reginald Campbell Thompson רג'ינלד תומפסון Reginald Edward Stubbs רג'ינלד אדוארד סטאבס Reginald Goodall רג'ינלד גודול Reginald Kell רג'ינלד קל Reginald Koettlitz רג'ינלד קטליץ Reginald Pryce Michell מישל רג'ינלד פרייס Reginald Rose רג'ינלד רוז Reginald VelJohnson רג'ינלד ולג'ונסון Reginald Victor Jones ר.ו. ג'ונס Region חבל ארץ Region of Murcia מורסיה Region of Murcia קטגוריה:מורסיה Regional Development Minister of Israel המשרד לשיתוף פעולה אזורי Regional Internet registry רשם אינטרנט אזורי Regional Municipality of Niagara אזור ניאגרה Regional Science Association International האיגוד הבינלאומי למדעי האזור Regional airline brands קטגוריה:חברות תעופה אזוריות Regional corporations and municipalities of Trinidad and Tobago מחוזות טרינידד וטובגו Regional council מועצה אזורית Regional councils תבנית:מועצות אזוריות בישראל Regional councils in Israel קטגוריה:ישראל: מועצות אזוריות Regionalism רגיונליזם כלכלי Regions קטגוריה:אזורים Regions and administrative divisions of Japan תבנית:מחוזות יפן Regions and governorates of Oman קטגוריה:עומאן: חלוקה מנהלית Regions of Abkhazia קטגוריה:אבחזיה: מחוזות היסטוריים Regions of Belarus מחוזות בלארוס Regions of Belarus קטגוריה:בלארוס: מחוזות Regions of Brazil קטגוריה:ברזיל: אזורים Regions of Burkina Faso מחוזות בורקינה פאסו Regions of Cameroon מחוזות קמרון Regions of Chad מחוזות צ'אד Regions of Chile מחוזות צ'ילה Regions of Chile קטגוריה:צ'ילה: מחוזות Regions of Denmark מחוזות דנמרק Regions of England אזורי אנגליה Regions of England קטגוריה:אנגליה: אזורים Regions of Eritrea מחוזות אריתריאה Regions of Ethiopia מדינות אתיופיה Regions of Ethiopia קטגוריה:אתיופיה: מדינות Regions of Finland אזורי פינלנד Regions of Finland קטגוריה:פינלנד: אזורים Regions of Florida קטגוריה:פלורידה: אזורים Regions of France חבלי צרפת Regions of France קטגוריה:צרפת: חבלים Regions of France תבנית:חבלי צרפת Regions of Georgia קטגוריה:גאורגיה: מחוזות Regions of Germany קטגוריה:גרמניה: אזורים Regions of Ghana מחוזות גאנה Regions of Guinea מחוזות גינאה Regions of Guinea-Bissau מחוזות גינאה ביסאו Regions of Guyana מחוזות גיאנה Regions of Hungary קטגוריה:הונגריה: חבלים Regions of Iceland מחוזות איסלנד Regions of Israel קטגוריה:ארץ ישראל: אזורים Regions of Italy מחוזות איטליה Regions of Italy קטגוריה:איטליה: מחוזות Regions of Italy תבנית:מחוזות איטליה Regions of Ivory Coast מחוזות חוף השנהב Regions of Japan קטגוריה:יפן: חבלי ארץ Regions of Kazakhstan מחוזות קזחסטן Regions of Kyrgyzstan מחוזות קירגיזסטן Regions of Malawi מחוזות מלאווי Regions of Mali מחוזות מאלי Regions of Mauritania מחוזות מאוריטניה Regions of Morocco מחוזות מרוקו Regions of Namibia מחוזות נמיביה Regions of Namibia קטגוריה:נמיביה: מחוזות Regions of New Zealand חבלי ניו זילנד Regions of New Zealand קטגוריה:ניו זילנד: חבלים Regions of New Zealand תבנית:חבלים בניו זילנד Regions of Niger מחוזות ניז'ר Regions of Peru מחוזות פרו Regions of Peru קטגוריה:פרו: מחוזות Regions of Poland קטגוריה:פולין: אזורים היסטוריים Regions of Saudi Arabia מחוזות ערב הסעודית Regions of Senegal מחוזות סנגל Regions of Slovakia קטגוריה:סלובקיה: מחוזות Regions of Slovakia תבנית:מחוזות סלובקיה Regions of South Sudan קטגוריה:דרום סודאן: חבלים Regions of Sydney אזורי סידני Regions of Tajikistan מחוזות טג'יקיסטן Regions of Tanzania מחוזות טנזניה Regions of Tanzania קטגוריה:טנזניה: מחוזות Regions of Togo מחוזות טוגו Regions of Uzbekistan מחוזות אוזבקיסטן Regions of Uzbekistan קטגוריה:אוזבקיסטן: מחוזות Regions of Uzbekistan תבנית:מחוזות אוזבקיסטן Regions of the Czech Republic מחוזות צ'כיה Regions of the Nagorno-Karabakh Republic קטגוריה:נגורנו קרבאך: מחוזות Regions of the Philippines מחוזות הפיליפינים Regions of the United States קטגוריה:ארצות הברית: אזורים Regioselectivity רגיוסלקטיביות Register משלב Register רגיסטר Registered jacks תבנית:מחברי RJ Registered trademark symbol סמל סימן מסחרי רשום Registration acts חוקי רישום Regnal name שם מלכותי Regola רגולה Regolith רגולית Regorafenib רגורפניב Regression נסיגה Regression רגרסיה Regression fallacy כשל רגרסיה Regression testing בדיקות נסיגה Regression toward the mean תסוגה לממוצע Regret חרטה Regula רגולה Regulamentul Organic התקנון האורגני Regular Show רגולר שואו Regular expression ביטוי רגולרי Regular grammar דקדוק רגולרי Regular graph גרף רגולרי Regular language שפה רגולרית Regular local ring חוג מקומי רגולרי Regular polygon מצולע משוכלל Regular prime מספר ראשוני רגולרי Regular space מרחב רגולרי Regulation קטגוריה:רגולציה Regulation רגולציה Regulation of gene expression בקרת גנים Regulatory T cell תא T רגולטורי Regulus רגולוס Rehab Rehab Rehabilitation medicine קטגוריה:שיקום Rehabilitation psychology פסיכולוגיה שיקומית Rehaniya ריחאניה Rehavam Amir רחבעם עמיר Rehavam Ze'evi רחבעם זאבי Rehavia רחביה Rehearsal חזרה Rehoboam רחבעם Rehoboth רחובות בנגב Rehovot קטגוריה:רחובות Rehovot רחובות Rehovot Railway Station תחנת הרכבת רחובות Reich רייך Reich Chancellery meeting of 12 December 1941 פגישה בלשכת הקאנצלר Reich Main Security Office המשרד הראשי לביטחון הרייך Reich Main Security Office קטגוריה:המשרד הראשי לביטחון הרייך Reich Ministry of Public Enlightenment and Propaganda משרד הרייך לתעמולה ולהשכלת העם Reichart רייכרט Reichenau Island רייכנאו Reichenbach Falls מפלי רייכנבאך Reicher רייכר Reichmann רייכמן Reichmann family משפחת רייכמן Reichsadler עיט הרייך Reichsbank רייכסבנק Reichsbanner Schwarz-Rot-Gold רייכסבאנר שחור-אדום-זהב Reichsbund jüdischer Frontsoldaten ברית חיילי החזית היהודים Reichsgau Wartheland ורתגאו Reichskommissariat Ostland אוסטלנד Reichskommissariat Ukraine קומיסריון הרייך אוקראינה Reichskonkordat קונקורדט הרייך Reichskriegsflagge דגל הצי הגרמני Reichsmark רייכסמארק Reichsrat רייכסראט Reichstag Fire Decree צו שריפת הרייכסטאג Reichstag building רייכסטאג Reichstag fire שריפת הרייכסטאג Reichsvereinigung der Juden in Deutschland ההתאחדות הארצית של היהודים בגרמניה Reichsvertretung der Deutschen Juden הנציגות הארצית של יהודי גרמניה Reichswehr קטגוריה:רייכסווהר Reichswehr רייכסווהר Reichswehr generals קטגוריה:גנרלים ברייכסווהר Reichswehr personnel קטגוריה:חיילי הרייכסווהר Reid ריד Reid Anderson ריד אנדרסון Reid Hoffman ריד הופמן Reidman College מכללת רידמן Reif רייף Reification החפצה Reification כזב פתטי Reign ממלכה Reign in Blood Reign in Blood Reign of Terror שלטון הטרור Reihan ריחן Reiki רייקי Reiko Aylesworth רייקו איילסוורת' Reim רעים Reims קטגוריה:ריימס Reims ריימס Reims Cathedral קתדרלת ריימס Rein ריין Reina ריינה Reinaldo Arenas רינלדו ארנס Reincarnation גלגול נשמות Reindeer אייל הצפון Reineh ריינה Reiner ריינר Reiner Geye ריינר גאי Reinette L'Oranaise רנט ל'אוראנז Reinforced concrete בטון מזוין Reinforcement חיזוק Reinforcement learning למידת חיזוק Reinhard Bendix ריינהרד בנדיקס Reinhard Gehlen ריינהרד גהלן Reinhard Heydrich ריינהרד היידריך Reinhard Keiser ריינהרדט קייזר Reinhard Scheer ריינהרד שר Reinhard Selten ריינהרד סלטן Reinhardt ריינהרדט Reinhart Koselleck ריינהארט קוזלק Reinhold Cohn Group קבוצת ריינהולד כהן Reinhold Glière ריינהולד גליאר Reinhold Mack ריינהולד מק Reinhold Mathy ריינהולד מאתי Reinhold Messner ריינהולד מסנר Reinhold Mitterlehner ריינהולד מיטרלהנר Reinhold Niebuhr ריינהולד ניבור Reinickendorf רייניקנדורף Reining ריינינג Reinisch רייניש Reise Reise Reise Reise Reisen רייזן Reiser רייזר Reisman רייזמן Reiss רייס Reissner–Nordström metric פתרון רייזנר-נורדסטרום Reiter רייטר Rejoined Rejoined Rekeying מפתוח מחדש Rekha רקהה Rekhasim רכסים RekonDog/Reconnaissance סיור RekonDog/Sandbox/Amphibious Reconnaissance סיור Relais & Châteaux רלה א שאטו Relapse Relapse Relapsing fever קדחת חוזרת אנדמית Related קרובות Relational algebra אלגברה רלציונית Relational art אסתטיקת יחסים Relational contract חוזה יחס Relational database בסיס נתונים יחסי Relational database management systems קטגוריה:מערכות לניהול בסיסי נתונים יחסיים Relational psychoanalysis הגישה ההתייחסותית Relationship between religion and science דת ומדע Relationship obsessive–compulsive disorder הפרעה טורדנית-כפייתית ביחסים Relationship user templates קטגוריה:ויקיפדיה - משתמש - יחסים Relative atomic mass משקל אטומי Relative direction ימין ושמאל Relative index of inequality סיכון יחסי Relative key סולם יחסי Relative pitch שמיעה רלטיווית Relative risk סיכון יחסי Relative strength index מדד העוצמה היחסית Relativism רלטיביזם Relativity יחסות Relativity יחסיות Relaxation רוגע Relaxation רלקסציה Relaxation technique טכניקת הרפיה Relaxed pronunciation דיבור בהבלעת הברות Relay ממסר Relay race מרוץ שליחים Relayer Relayer Release from Agony Release from Agony Releasing and inhibiting hormones הורמונים משחררים Relevance משמעות Reliability מהימנות Relic שרידי קדושים Relics Relics Relict רליקט Relief תבליט Religion דת Religion פורטל:דת Religion קטגוריה:דת Religion academics קטגוריה:חוקרי דתות Religion and belief infobox templates קטגוריה:תבניות פרמטריות - דת Religion and belief templates קטגוריה:תבניות ניווט - דת Religion and happiness דת ואושר Religion and politics קטגוריה:יחסי דת ומדינה Religion by country קטגוריה:דת לפי מדינה Religion in Abkhazia קטגוריה:אבחזיה: דת Religion in Azerbaijan קטגוריה:אזרבייג'ן: דת Religion in Brazil קטגוריה:ברזיל: דת Religion in Chile קטגוריה:צ'ילה: דת Religion in Cyprus קטגוריה:קפריסין: דמוגרפיה Religion in Ethiopia קטגוריה:אתיופיה: דת Religion in Georgia קטגוריה:גאורגיה: דת Religion in India קטגוריה:הודו: דת ופילוסופיה Religion in Iran דת באיראן Religion in Israel דת בישראל Religion in Israel קטגוריה:ישראל: יחסי דת ומדינה Religion in Italy קטגוריה:איטליה: דת Religion in Korea דת בקוריאה Religion in Malta קטגוריה:מלטה: דת Religion in Romania קטגוריה:רומניה: דת Religion in Russia קטגוריה:רוסיה: דת Religion in Saint Petersburg קטגוריה:סנקט פטרבורג: דת Religion in Serbia קטגוריה:סרביה: דת Religion in Tbilisi קטגוריה:טביליסי: דת Religion in Tel Aviv קטגוריה:תל אביב-יפו: דת Religion in the Israel Defense Forces קטגוריה:צה"ל: דת Religion in the Middle Ages מסדרים ותנועות דתיות בימה"ב קטגוריה:דת Religion in the United States קטגוריה:ארצות הברית: דת Religion stubs קטגוריה:קצרמר דת Religion user templates קטגוריה:ויקיפדיה - משתמש - דת Religion/Selected picture פורטל:דת/תמונה נבחרת/גלריה Religious Israeli communities קטגוריה:יישובים דתיים בישראל Religious Kibbutz Movement הקיבוץ הדתי Religious Kibbutz Movement קטגוריה:הקיבוץ הדתי Religious Torah Front חזית דתית תורתית Religious Zionism ציונות דתית Religious Zionism קטגוריה:ציונות דתית Religious Zionist Orthodox rabbis קטגוריה:רבני הציונות הדתית Religious Zionist organizations קטגוריה:ציונות דתית: תנועות Religious Zionist yeshivot קטגוריה:ישיבות ציוניות Religious art קטגוריה:אמנות דתית Religious buildings קטגוריה:מבני דת Religious coercion כפייה דתית Religious conversion המרת דת Religious conversion קטגוריה:המרת דת Religious denominations קטגוריה:זרמים דתיים Religious discrimination אפליה דתית Religious discrimination קטגוריה:אפליה דתית Religious humanism הומניזם דתי Religious law חקיקה דתית Religious literature קטגוריה:כתבי קודש Religious music מוזיקה דתית Religious occupations קטגוריה:תארים ותפקידים דתיים Religious organizations קטגוריה:ארגונים דתיים Religious organizations based in Israel קטגוריה:ארגונים דתיים בישראל Religious parodies and satires קטגוריה:דתות פרודיות Religious places קטגוריה:מקומות קדושים Religious text כתבי קודש Religious workers קטגוריה:אנשי דת Religulous בדיחדת Rellich–Kondrachov theorem משפט רליך-קונדרכוב Reload ReLoad Relocation רילוקיישן Rem REM Rem Koolhaas רם קולהאס Remah Cemetery בית הקברות היהודי העתיק בקרקוב Remah Synagogue בית כנסת הרמ"א Remake רימייק Rembertów רמברטוב Rembrandt רמברנדט Rembrandt House Museum מוזיאון בית רמברנדט Rembrandtplein רמברנדטפליין Remedial education הוראה מתקנת Remedios Varo רמדיוס וארו Remember Me זכרי אותי לנצח Remember a Day Remember A Day Remember the Time Remember the Time Remember the Titans לזכור את הטיטאנים Remembrance Day bombing פיגוע יום הזיכרון Remembrance Sunday יום הזיכרון Remembrance days קטגוריה:ימי זיכרון Remer רמר Remi רמים Reminders תזכורות Remington MSR רמינגטון MSR Remington Model 700 רמינגטון מודל 700 Remington Nylon 66 רמינגטון ניילון 66 Remingtonocetidae רמינגטונוצטיים Remix רמיקס Remixed Shpongle Remixed Remixes 81–04 Remixes 81-04 Remo Giazotto רמו ג'אזוטו Remorse חרטה Remote control שלט רחוק Remote direct memory access גישה ישירה מרוחקת לזיכרון Remote procedure call Remote Procedure Call Remote sensing חישה מרחוק RemoteAccess RemoteAccess Remoteness in English law ריחוק הנזק Remscheid רמשייד Remus Koffler רמוס קופלר Remus von Woyrsch רמוס פון ווירש Remy de Gourmont רמי דה גורמון Ren רן Ren & Stimpy "Adult Party Cartoon" רן וסטימפי#רן וסטימפי למבוגרים בלבד Rena Costa Center for Yiddish Studies מרכז רנה קוסטה ללימודי יידיש Rena Kanokogi רנה קנוקוג'י Rena Sofer רינה סופר Renaissance קטגוריה:הרנסאנס Renaissance רנסאנס Renaissance Revival architecture נאו-רנסאנס Renaissance architecture אדריכלות הרנסאנס Renaissance architecture קטגוריה:אדריכלות הרנסאנס Renaissance art קטגוריה:אמנות הרנסאנס Renaissance artists קטגוריה:אמנים מתקופת הרנסאנס Renaissance composers קטגוריה:מלחינים מתקופת הרנסאנס Renaissance fair יריד רנסאנס Renaissance in Poland הרנסאנס הפולני Renaissance literature קטגוריה:ספרות של תקופת הרנסאנס Renaissance music מוזיקת רנסאנס Renaissance music קטגוריה:מוזיקה של הרנסאנס Renaissance painters קטגוריה:ציירים מתקופת הרנסאנס Renaissance paintings קטגוריה:ציור של תקופת הרנסאנס Renaissance sculptors קטגוריה:פסלים מתקופת הרנסאנס Renaissance sculptures קטגוריה:פיסול של תקופת הרנסאנס Renal artery עורק הכליה Renal tubular acidosis חמצת אבובית הכליה Renan רנן Renan Bardini Bressan רנאן ברסאן Renana Peres רננה פרס Renata Scotto רנאטה סקוטו Renata Tebaldi רנאטה טבאלדי Renate Lingor רנטה לינגור Renate Stecher רנטה שטכר Renate Vogel רנטה פוגל Renato Cellini רנאטו צ'ליני Renato Ibarra רנאטו איברה Renato Ribeiro רנאטו ריביירו Renato Sanches רנאטו סאנצ'ס RenatoI/PSNR PSNR Renatokeshet משתמש:Renatokeshet Renaud Lavillenie רנו לאבילני Renault קטגוריה:רנו Renault רנו Renault Clio רנו קליאו Renault FT רנו FT-17 Renault Fluence רנו פלואנס Renault Fluence Z.E. רנו פלואנס Z.E Renault Mégane רנו מגאן Renault R35 רנו R-35 Renault Taxi de la Marne המוניות בקרב על המארן Renault Twizy רנו טוויזי Rendlesham Forest incident תקרית יער רנדלשם Rendzina רנדזינה Rene Krhin רנה קרהין Rene Mihelič רנה מיחליץ' Rene Russo רנה רוסו Renee O'Connor רנה או'קונור Renegade מחוץ לחוק Renen Schorr רנן שור Renens רנאן Reneta Indzhova רנטה אינדז'ובה Renewable energy אנרגיה מתחדשת Renewable energy קטגוריה:אנרגיה מתחדשת Renfrewshire Paisley פייזלי Renga רנגה Reniero Zeno רניירו צנו Renin רנין Renin–angiotensin system מערכת הרנין-אנגיוטנסין-אלדוסטרון Renminbi רנמינבי Renner רנר Rennes רן Rennet אנזים הגבנה Reno 911! רינו 911 Reno Bighorns רינו ביגהורנס Renoir רנואר Renormalization רנורמליזציה Rensuke Isogai רנסוקה איסוגאי Rent רנט Renting שכירות Renvoi רנבואה Renya Mutaguchi רנייה מוטגוצ'י Renzo De Felice רנצו דה פליצ'ה Renzo Piano רנצו פיאנו René Adler רנה אדלר René Antoine Ferchault de Réaumur רנה אנטואן פרשו דה ראומיר René Auberjonois רנה אוברז'ונואה René Blum רנה בלום René Bousquet רנה בוסקה René Cassin רנה קסין René Clair רנה קלייר René Descartes קטגוריה:רנה דקארט René Descartes רנה דקארט René Favaloro רנה פבלורו René Goscinny רנה גוסיני René Higuita רנה היגיטה René Just Haüy רנה ז'יסט אאיאי René Lacoste רנה לקוסט René Laennec רנה לאנק René Leibowitz רנה לייבוביץ René Lima רנה לימה René Lévesque רנה לווק René Magritte רנה מגריט René Massigli רנה מאסילי René Mayer רנה מאייר René Moawad רנה מעווד René Pleven רנה פלוון René Schneider רנה שניידר René Spitz רנה שפיץ René Thom רנה תום René Viviani רנה ויויאני René of Anjou רנה מאנז'ו René van de Kerkhof רנה ואן דה קרקהוף René-Aubert Vertot רנה אובר דה ורטו Renée Fleming רנה פלמינג Renée Richards רנה ריצ'רדס Renée Simonsen רנה סימונסן Renée Zellweger רנה זלווגר Repaglinide רפאגליניד Reparations Agreement between Israel and West Germany הסכם השילומים Repeat תבנית:חזור על Repeated game משחק חוזר Repeater משחזר Repeating decimal שבר מחזורי Repentance חרטה Repentance in Judaism קטגוריה:תשובה Repentance in Judaism תשובה Repertoire רפרטואר Repetition חזרה Repetition רפטיציה Repetitive strain injury פציעת מאמץ חוזרני Rephaite רפאים Rephidim רפידים Replace תבנית:Replace Replay בהילוך חוזר Replicas of the Statue of Liberty העתקים של פסל החירות Replication שכפול נתונים Replicator משכפל Reply to תבנית:א Repo! The Genetic Opera ריפו! האופרה התורשתית Repolarization רה-פולריזציה Report דין וחשבון Report card תעודה Reporter כתב Reporter gene גן מדווח Reporters Without Borders עיתונאים ללא גבולות Representation הצגה Representation theory קטגוריה:תורת ההצגות Representational state transfer REST Representative Council of France's Black Associations המועצה המייצגת של הארגונים השחורים בצרפת Representative democracy דמוקרטיה ייצוגית Representativeness heuristic היוריסטיקת הייצוגיות Repressed memory זיכרון מודחק Reprisal operations פעולות התגמול Reprise 1990–1999 Reprise: 1990-1999 Reproducibility הדירות Reproduction קטגוריה:רבייה Reproduction רבייה Reproductive system מערכת הרבייה Reproductive system קטגוריה:מערכת הרבייה Reptile זוחלים Reptile-stub קטגוריה:קצרמר זוחלים Reptiles קטגוריה:זוחלים Reptiles by continent קטגוריה:זוחלים לפי יבשת Reptiles navigational boxes קטגוריה:תבניות ניווט - זוחלים Reptiles of Africa קטגוריה:אפריקה: זוחלים Reptiles of Asia קטגוריה:אסיה: זוחלים Reptiles of Australia קטגוריה:אוסטרליה: זוחלים Reptiles of Central America קטגוריה:אמריקה המרכזית: זוחלים Reptiles of Israel קטגוריה:ארץ ישראל: זוחלים Reptiles of North America קטגוריה:אמריקה הצפונית: זוחלים Reptiles of Oceania קטגוריה:אוסטרליה ואוקיאניה: זוחלים Reptiles of South America קטגוריה:אמריקה הדרומית: זוחלים Reptiles of Southeast Asia קטגוריה:דרום-מזרח אסיה: זוחלים Reptilians אנשי לטאה Republic המדינה Republic רפובליקה Republic Airlines ריפבליק איירליינס Republic Aviation ריפבליק אוויאיישן Republic F-105 Thunderchief F-105 ת'נדרצ'יף Republic F-84 Thunderjet F-84 ת'אנדרג'ט Republic P-47 Thunderbolt P-47 ת'נדרבולט Republic XF-91 Thunderceptor XF-91 ת'נדרספטור Republic of Baden רפובליקת באדן Republic of Central Lithuania ליטא המרכזית Republic of China הרפובליקה הסינית Republic of China קטגוריה:הרפובליקה הסינית Republic of Crimea הרפובליקה של קרים Republic of Croatia Armed Forces הכוחות המזוינים של קרואטיה Republic of Florence רפובליקת פירנצה Republic of Formosa הרפובליקה של טאיוואן Republic of Genoa הרפובליקה של ג'נובה Republic of German-Austria אוסטריה הגרמנית Republic of Hawaii הרפובליקה של הוואי Republic of Ireland אירלנד Republic of Ireland קטגוריה:אירלנד Republic of Ireland football managers קטגוריה:מאמני כדורגל אירים Republic of Ireland national football team נבחרת אירלנד בכדורגל Republic of Ireland national football team managers קטגוריה:מאמני נבחרת אירלנד בכדורגל Republic of Ireland national football team navigational boxes קטגוריה:סגלי נבחרת אירלנד בכדורגל Republic of Ireland squad 1990 FIFA World Cup תבנית:נבחרת אירלנד במונדיאל 1990 Republic of Ireland squad 1994 FIFA World Cup תבנית:נבחרת אירלנד במונדיאל 1994 Republic of Ireland squad 2002 FIFA World Cup תבנית:נבחרת אירלנד במונדיאל 2002 Republic of Ireland squad UEFA Euro 2012 תבנית:נבחרת אירלנד יורו 2012 Republic of Ireland squad UEFA Euro 2016 תבנית:נבחרת אירלנד ביורו 2016 Republic of Karelia קרליה Republic of Korea Armed Forces הכוחות המזוינים של הרפובליקה של קוריאה Republic of Macedonia מקדוניה Republic of Macedonia קטגוריה:מקדוניה Republic of Macedonia Gradsko גראדסקו Republic of Macedonia templates קטגוריה:תבניות ניווט - מקדוניה Republic of Maryland הרפובליקה של מרילנד Republic of Ploiești רפובליקת פלוישט Republic of Salé רפובליקת סלא Republic of Singapore Air Force חיל האוויר של סינגפור Republic of Texas רפובליקת טקסס Republic of Venice הרפובליקה של ונציה Republic of Venice קטגוריה:רפובליקת ונציה Republic of the Congo הרפובליקה של קונגו Republic of the Congo קטגוריה:הרפובליקה של קונגו Republic of the Congo footballers קטגוריה:כדורגלנים מהרפובליקה של קונגו Republic of the Congo national basketball team נבחרת הרפובליקה של קונגו בכדורסל Republic of the Congo sportspeople קטגוריה:ספורטאים מהרפובליקה של קונגו Republican Guard משמר הרפובליקה Republican Jewish Coalition קואליציית היהודים הרפובליקנים Republican Party המפלגה הרפובליקנית Republican Party קטגוריה:מועמדים לנשיאות ארצות הברית מטעם המפלגה הרפובליקנית Republican People's Party מפלגת העם הרפובליקאית Republicanism רפובליקניזם Republicans קטגוריה:חברי המפלגה הרפובליקנית Republics of Russia קטגוריה:רוסיה: רפובליקות Republics of Russia רפובליקות של רוסיה Republics of the Soviet Union קטגוריה:רפובליקות סובייטיות Republics of the Soviet Union רפובליקות ברית המועצות Republics of the Soviet Union תבנית:רפובליקות סובייטיות Republika Srpska היסטוריה של רפובליקה סרפסקה Republika Srpska קטגוריה:רפובליקה סרפסקה Republika Srpska רפובליקה סרפסקה Republikflucht בריחת המוחות מגרמניה המזרחית 1949–1961 Repunit יחידה חוזרת Reputation מוניטין Reputation management ניהול מוניטין Reputation system מערכת מוניטין Requerimiento רקרימיינטו Request for Comments Request for Comments Requested articles ויקיפדיה:בקשת ערך Requested articles/Philosophy פורטל:פילוסופיה/ערכים מבוקשים Requested articles/Sports/Association football פורטל:כדורגל/ערכים מבוקשים Requested pictures ויקיפדיה:דף בקשת תמונות ואיורים Requests for adminship ויקיפדיה:מפעיל נולד Requests for comment/User conduct ויקיפדיה:בירורים Requests for unblock קטגוריה:משתמשים המבקשים שחרור חסימה Requiem הרקוויאם של ורדי Requiem רקוויאם Requiem רקוויאם מס' 1 Requiem Canticles מזמורי רקוויאם Requiem for a Dream רקוויאם לחלום Requiem shark כרישיים Requiem – Mezzo Forte Requiem - Mezzo Forte Requiems קטגוריה:רקוויאם Res Gestae Divi Augusti תיאור מפעלותיו של אוגוסטוס האלוהי Res gestae רס גסטה Res ipsa loquitur הדבר מעיד על עצמו Res judicata מעשה בית דין Rescue קטגוריה:הצלה Rescue Committee of the Jewish Agency ועד ההצלה של הסוכנות היהודית Rescue Dawn לשרוד עד החופש Rescue equipment קטגוריה:ציוד הצלה Rescue of Jews in the Holocaust קטגוריה:הצלה בשואה Rescue of the Danish Jews הצלת יהודי דנמרק Rescue opera אופרת מילוט Research מחקר Research Department חטיבת המחקר Research and Analysis Wing אגף מחקר וניתוח Research and development מחקר ופיתוח Research assistant עוזר מחקר Research institute מכון מחקר Research institutes קטגוריה:מכוני מחקר Research institutes by country קטגוריה:מכוני מחקר לפי מדינה Research institutes by type קטגוריה:מכוני מחקר לפי תחום Research institutes in Brazil קטגוריה:מכוני מחקר ברזילאיים Research institutes in Israel קטגוריה:מכוני מחקר ישראליים Research institutes in Syria קטגוריה:מכוני מחקר סוריים Research institutes in the United States קטגוריה:מכוני מחקר אמריקאיים Research methods קטגוריה:שיטות מחקר Research vessel אוניית מחקר Research vessels קטגוריה:ספינות מחקר Researchers קטגוריה:חוקרים Researchers of the assassination of John Kennedy קטגוריה:חוקרי רצח קנדי Resedaceae קטגוריה:רכפתיים Resentment טינה Reserve duty שירות המילואים בישראל Reserve forces קטגוריה:מילואים Reserve requirement יחס הרזרבה Reserve team קבוצת מילואים Reserve team football קטגוריה:קבוצות מילואים Reserved word מילה שמורה Reserves-to-production ratio יחס עתודות/תפוקה Reservoir מאגר מים Reservoir Dogs כלבי אשמורת Reservoirs קטגוריה:אגמי אגירה מלאכותיים Reset Reset Reset ריסט Resettlement and villagization in Ethiopia הווילגיזציה באתיופיה Reshafim רשפים Reshef Hen רשף חן Reshef Levi רשף לוי Resheph רשף Reshet רשת Reshit Chochmah ראשית חכמה Reshma Saujani רשמה סאוג'ני Reshumot רשומות Residence of Bukovinian and Dalmatian Metropolitans מגורי המטרופוליטים של בוקובינה ודלמטיה Residences of the Royal House of Savoy המעונות המלכותיים של בית סבויה Residency התמחות Residency תושב Resident Evil Resident Evil Resident Evil האויב שבפנים Resident Evil: Afterlife האויב שבפנים: החיים שאחרי ResidentAlienMoviePoster.jpg קובץ:ResidentAlienMoviePoster.jpg Residentie Orchestra התזמורת הפילהרמונית של האג Residual-current device ממסר פחת Residue שארית Residue theorem משפט השאריות Resilin רזילין Resin שרף Resins קטגוריה:שרפים Resistance התנגדות Resistance during World War II התנגדות בתקופת מלחמת העולם השנייה Resistance in German-occupied Czechoslovakia המחתרת הצ'כית Resistance movement מחתרת Resistance movements קטגוריה:מחתרות Resistance thermometer מד חום התנגדותי Resistance: Fall of Man Resistance: Fall of Man Resistor נגד Resnik רזניק Resolution רזולוציה Resonance רזוננס Resonance רזוננס כימי Resonance תהודה Resonator guitar גיטרת רזונטור Resort אתר נופש Resort town עיר קיט Resource Access Control Facility Resource Access Control Facility Resource Description Framework Resource Description Framework Resource Description and Access תיאור משאב וגישה Resource curse קללת משאבי הטבע Resource leak דליפה Respect Respect Respect כבוד Respect Party רספקט Respiration קטגוריה:נשימה Respirator מסכת סינון אוויר Respiratory and cardiovascular disorders specific to the perinatal period קטגוריה:הפרעות סב-לידתיות במערכת הנשימה ובמערכת הלב וכלי הדם Respiratory diseases קטגוריה:מחלות מערכת הנשימה Respiratory diseases principally affecting the interstitium קטגוריה:מחלות ריאה המשפיעות על הנוזל הבין-תאי Respiratory exchange ratio יחס החילוף הנשימתי Respiratory physiology פיזיולוגיה של מערכת הנשימה Respiratory system מערכת הנשימה Respiratory system קטגוריה:מערכת הנשימה Resplendent quetzal קורוקו הדור Response bias הטיית דיווח Response time זמן תגובה Responsibility to protect אחריות להגן Rest area אזור שירות Restaurant מסעדה Restaurant critics קטגוריה:מבקרי מסעדות Restaurant guides קטגוריה:מדריכי מסעדות Restaurants קטגוריה:מסעדות Restaurants by country קטגוריה:מסעדות לפי מדינה Restaurants in France קטגוריה:צרפת: מסעדות Restaurants in Israel קטגוריה:ישראל: מסעדות Restaurants in Italy קטגוריה:איטליה: מסעדות Restaurants in New York City קטגוריה:ניו יורק: מסעדות Restaurants in Paris קטגוריה:פריז: מסעדות Restaurants in the United Kingdom קטגוריה:בריטניה: מסעדות Restaurants in the United States קטגוריה:ארצות הברית: מסעדות Resting potential מתח מנוחה Restitution הישבון Restless legs syndrome תסמונת הרגליים חסרות המנוחה Restoration בוקר טוב אדון פידלמן Restoration הרסטורציה האנגלית Restoration רסטורציה Restorative justice צדק מאחה Restraining order צו הרחקה Restriction enzyme אנזים הגבלה Restriction map מפת הגבלה Restriction of Hazardous Substances Directive ההנחיה להגבלת חומרים מסוכנים Restrictive cardiomyopathy קרדיומיופתיה רסטריקטיבית Resultant רזולטנט Resurrection תחיית המתים Resurrection of Jesus תחיית ישו Resveratrol רסברטרול Retail קמעונאות Retail companies of Israel קטגוריה:רשתות שיווק בישראל Retail companies of the United States קטגוריה:רשתות שיווק אמריקאיות Retail markets קטגוריה:שווקים Retail markets in England קטגוריה:אנגליה: שווקים Retail markets in Israel קטגוריה:שווקים בישראל Retail markets in London קטגוריה:לונדון: שווקים Retail markets in the United Kingdom קטגוריה:בריטניה: שווקים Retailers קטגוריה:רשתות שיווק Retained earnings יתרת רווח Retaining wall קיר תומך Retalix ריטליקס Retama רותם Retamim רתמים Retarded time זמן מאוחר Rete mirabile רשת פלאים Rethymno רת'ימנו Rethymno Cretan Kings B.C. אגו רת'ימנו Retiarius רטיאריוס Reticular formation תצורה רשתית Reticulated giraffe ג'ירף מרושת Reticulated python פיתון מרושת Reticulocyte רטיקולוציט Reticulum רשת Retina רשתית Retina Display תצוגת רטינה Retina bipolar cell תא דו-קוטבי Retina horizontal cell תא אופקי Retinal אופסין#רטינל Retinal ganglion cell תא גנגליון Retinitis pigmentosa רטיניטיס פיגמנטוזה Retinoblastoma רטינובלסטומה Retinopathy of prematurity רטינופתיה של פגות Retinoscopy רטינוסקופ Retirement פרישה לגמלאות Retirement קטגוריה:גמלאות Retirement age גיל פרישה Retirement home בית אבות Reto Ziegler רטו ציגלר Retort אביק Retract נסג Retransmission שידור חוזר Retro style רטרו Retroflex consonant עיצורים כפופים Retroflex flap מקיש עיצור כפוף Retroflex nasal אפי עיצור כפוף Retrofuturism רטרו-פוטוריזם Retrograde amnesia אמנזיה רטרוגרדית Retrograde analysis ניתוח רטרוגרדי Retropharyngeal abscess מורסה של אחורי הלוע Retrospective רטרוספקטיבה Retrotransposon רטרוטרנספוזון Retrovirus רטרו-וירוס Rett רט Rett syndrome תסמונת רט Rettig רטיג Rettig Report דו"ח רטיג Return of Saturn Return of Saturn Return of Saturn.png קובץ:ND Return of Saturn.png Return of the Champions Return of the Champions Return of the Jedi מלחמת הכוכבים - פרק 6: שובו של הג'דיי Return on assets תשואה על הנכסים Return on equity תשואה על ההון Return on investment החזר השקעה Return to Never Land פיטר פן 2 Return to Sender Return to Sender Return to Zion קטגוריה:שיבת ציון Return to Zion שיבת ציון Returns תשואה Reu רעו Reuben ראובן Reuben Asher Braudes ראובן אשר ברודס Reuben Brainin ראובן בריינין Reuben Fine ראובן פיין Reuben Gronau ראובן גרונאו Reuben Hecht ראובן הכט Reuben ben Hoshke אברהם ראובן הכהן סופר Reuel רעואל Reuleaux triangle משולש רולו Reuptake ספיגה חוזרת Reuse שימוש חוזר Reut Institute מכון ראות לחשיבה אסטרטגית Reuter רויטר Reuters רויטרס Reutlingen רויטלינגן Reuvein Margolies ראובן מרגליות Reuven Abergel ראובן אברג'ל Reuven Adiv ראובן אדיב Reuven Amitai ראובן עמיתי Reuven Arazi ראובן ארזי Reuven Atar ראובן עטר Reuven Barkat ראובן ברקת Reuven Dafni ראובן דפני Reuven Feldman ראובן פלדמן Reuven Feuerstein ראובן פוירשטיין Reuven Gal ראובן גל Reuven Merhav ראובן מרחב Reuven Oved ראובן עובד Reuven Ramaty ראובן רמתי Reuven Rivlin ראובן ריבלין Reuven Rubin ראובן רובין Reuven Rubinstein ראובן רובינשטיין Reuven Shefer ראובן שפר Reuven Sheri ראובן שרי Reuven Shiloah ראובן שילוח Reuven Snir ראובן שניר Reuven Tsur ראובן צור Reuvenk משתמש:Reuvenk Reva L'Sheva רבע לשבע Revadim רבדים Revaha רווחה Revanchism רבנשיזם Revava רבבה Revaya רוויה Revaz Chkheidze רוואז צ'חיידזה Revaz Dogonadze רוואז דור'ונדזה Revaz Dzodzuashvili רוואז דזודזואשווילי Revel רבל Revenge נקמה Revenge קטגוריה:נקמה Revenge in fiction קטגוריה:נקמה באמנות Revenge of Itzik Finkelstein נקמתו של איציק פינקלשטיין Revenge of the Nerds נקמת המרובעים Revenue פדיון Reverence Reverence Reverend Bizarre Reverend Bizarre Reversal film שקופית Reversal of Fortune תהפוכות הגורל Reverse רוורס Reverse The Curse/Reverse The Curse Reverse The Curse Reverse auction מכרז הפוך Reverse engineering הנדסה הפוכה Reverse mortgage משכנתה הפוכה Reverse osmosis אוסמוזה הפוכה Reverse stock split הון מניות#פיצול ואיחוד מניות Reverse transcriptase רוורס טרנסקריפטאז Reverse transcription polymerase chain reaction RT-PCR Reversi רברסי Reviel Netz רויאל נץ Revisionism רוויזיוניסטים Revisionist Zionism ציונות רוויזיוניסטית Revisionist Zionism קטגוריה:ציונות רוויזיוניסטית Revital Swid רויטל סויד Revival משתמש:Ilai48/Revival Revival of the Hebrew language תחיית הלשון העברית Revivim רביבים Revivo רביבו Revlon רבלון Revolt of the Czechoslovak Legion מרד הלגיון הצ'כוסלובקי Revolution מהפכה Revolution 9 Revolution 9 Revolution of 1905 מהפכת 1905 Revolutionaries קטגוריה:מהפכנים Revolutionaries by nationality קטגוריה:מהפכנים לפי לאום Revolutionary Front for an Independent East Timor פרטילין Revolutionary Organization 17 November 17 בנובמבר Revolutionary People's Liberation Party/Front DHKP/C Revolutionary Road חלון פנורמי Revolutions קטגוריה:מהפכות Revolutions of 1848 אביב העמים Revolutions of 1848 קטגוריה:אביב העמים Revolutions of 1989 סתיו העמים Revolutions per minute סיבובים לדקה Revolver Revolver Revolver אקדח תופי RevolverOcelot~enwiki/sandbox חתול בנגלי Revolving door דלת מסתובבת Revue רביו Revue des Études Juives Revue des Études Juives Reward system מערכת החיזוק Rewe-Zentral AG v Bundesmonopolverwaltung für Branntwein פסק דין קסיס דה דיז'ון Rex Catholicissimus מלך קתולי Rex Harrison רקס הריסון Rex Manning/rf קדחת שגרונית Rex Walheim רקס ולהיים Rex Warner רקס וורנר Rexhep Meidani רחספ מיידני Rexist Party רקסיזם Rexx REXX Rey ריי Rey Mysterio אוסקר גוטיירז ReyBrujo משתמש:ReyBrujo ReyBrujo/Dumps משתמש:ReyBrujo/Dumps Reyer Venezia Mestre רייר ונציה Reyer Venezia players קטגוריה:כדורסלני ונציה Reykjavík קטגוריה:רייקיאוויק Reykjavík רייקיאוויק Reykjavík Airport נמל התעופה רייקיאוויק Reymond Amsalem ריימונד אמסלם Reynaldo Bignone ריינלדו ביניונה Reynaldo Hahn ריינלדו האן Reyner Banham ריינר בנהם Reynolds ריינולדס Reynolds equation משוואת ריינולדס Reynolds number מספר ריינולדס Reynosa ריינוסה Reza Aslan רזא אסלאן Reza Ghoochannejhad רזא גוצ'נייד Reza Shah רזא ח'אן Reza luke באַניצער:Reza luke Rezin רצין מלך ארם-דמשק Rezon the Syrian רזון בן אלידע Reșița רשיצה Rh blood group system גורם רזוס Rhabdomyolysis תמס שריר Rhacophoridae קטגוריה:רקופוריים Rhacophoridae רקופוריים Rhaetian Railway הרכבת הרטית Rhaeto-Romance languages קטגוריה:שפות רטו-רומאניות Rhamnaceae אשחריים Rhamnaceae קטגוריה:אשחריים Rhamnus אשחר Rhamnus alaternus אשחר רחב-עלים Rhamnus lycioides אשחר ארצישראלי Rhapsody רפסודיה Rhapsody in Blue רפסודיה בכחול Rhapsody of Fire רפסודי Rhea ננדיים Rhea ריאה Rhea Galanaki ראה גלנאקי Rheid ראיד Rhein-Neckar-Arena ריין-נקר ארנה RheinEnergieStadion ריין אנרגי שטדיון Rheinfelden ריינפלדן Rheinfels Castle מבצר ריינפלס Rheinmetall MG 3 MG3 Rhenium רניום Rheology ראולוגיה Rhesus רזוס Rhesus macaque מקוק רזוס Rhetoric קטגוריה:רטוריקה Rhetoric רטוריקה Rhetoric theorists קטגוריה:חוקרי רטוריקה Rhetorical device אמצעי רטורי Rhetorical question שאלה רטורית Rhetoricians קטגוריה:רטוריקנים ונואמים Rheum קורי שינה Rheum ריבס Rheum palaestinum ריבס המדבר Rheumatic fever קדחת שיגרונית Rheumatism שיגרון Rheumatoid arthritis דלקת מפרקים שיגרונית Rheumatology קטגוריה:ראומטולוגיה Rheumatology ראומטולוגיה Rheyer/testingthisout שינה זעירה Rhim gazelle צבי רים Rhinatrematidae תולעני זנב ניאוטרופיים Rhind Mathematical Papyrus פפירוס רינד Rhine ריין Rhine Falls מפלי הריין Rhine Gorge עמק הריין המרכזי העילי Rhinecanthus assasi פיקסון ים-סופי Rhineland חבל הריין Rhineland massacres גזירות תתנ"ו Rhineland-Palatinate קטגוריה:ריינלנד-פפאלץ Rhineland-Palatinate ריינלנד-פפאלץ Rhineura floridana טבעון צפון אמריקאי Rhine–Main–Danube Canal תעלת מיין-דנובה Rhino ריינו Rhinoceros קרנף אסייתי Rhinoceros קרנפיים Rhinoceros קרנפים Rhinoceros Party of Canada מפלגת הקרנפים Rhinoceros hornbill קלאו קרנפי Rhinoceroses קטגוריה:קרנפיים Rhinolophidae קטגוריה:פרספיים Rhinoplasty ניתוח אף Rhinopomatidae קטגוריה:יזנוביים Rhinorex ריינורקס Rhinorrhea נזלת Rhinotyphlops simoni נחשיל חד ראש Rhizobium Rhizobium Rhizoid מורפולוגיה של הצמח - מונחים#איברים בצמחים פרימיטיביים Rhizome קנה שורש Rho רו Rhode Island קטגוריה:רוד איילנד Rhode Island רוד איילנד Rhode Island תבנית:רוד איילנד Rhode Island Cranston קרנסטון Rhode Island Newport ניופורט Rhode Island Providence פרובידנס Rhode Island Red רוד איילנד אדום Rhode Island State House בית המדינה של מדינת רוד איילנד Rhode Island Warwick ווריק Rhodes קטגוריה:רודוס Rhodes רודוס Rhodes רודס Rhodes International Airport נמל התעופה הבינלאומי רודוס דיאגורס Rhodes Scholars קטגוריה:זוכי מלגת רודז Rhodes Scholarship מלגת רודז Rhodesia רודזיה Rhodesia at the Paralympics רודזיה במשחקים הפאראלימפיים Rhodesia's Unilateral Declaration of Independence הכרזת העצמאות של רודזיה Rhodesian Ridgeback רידג'בק רודזי Rhodesian Security Forces כוחות הביטחון של רודזיה Rhodesian giraffe ג'ירף תורניקרופט Rhodium רודיום Rhodochrosite רודוכרוזיט Rhododendron רודודנדרון Rhodonite רודוניט Rhodope Mountains רודופי Rhodopis רודופיס Rhodri the Great רודרי הגדול Rhombohedron מעוינון Rhomboid major muscle השרירים המעוינים Rhombus מעוין Rhone משתמש:Rhone Rhone רון Rhopalidae קוריזיים Rhopilema nomadica חוטית נודדת Rhsimard/pyromania sandbox פירומאניה Rhumb line לוקסודרום Rhus coriaria אוג הבורסקאים Rhyme חריזה Rhynchocephalia מחודקי ראש Rhynchocyon ארכף גדול Rhynchophorus ferrugineus חדקונית הדקל האדומה Rhyodacite ריודקיט Rhyolite ריוליט Rhys Ifans ריס איפנס Rhythm קצב Rhythm & Hymns Rhythm & Hymns Rhythm and blues רית'ם אנד בלוז Rhythm and blues songs קטגוריה:שירי רית'ם אנד בלוז Rhythm and meter קטגוריה:קצב Rhythm changes רית'ם צ'יינג'ס Rhythm of Time - Jordan Rudess.jpg תמונה:RudessRhythmofTime.jpg Rhythm section חטיבת קצב Rhythmbox Rhythmbox Rhythmic gymnastics התעמלות אמנותית Rhythmic gymnastics קטגוריה:התעמלות אמנותית Rhythmic gymnasts קטגוריה:מתעמלות אומנותיות Rhythmic spring מעיין פועם Rhytidectomy מתיחת פנים Rhône קטגוריה:עמק הרון Rhône רון Rhône Glacier רון Rhône-Alpes קטגוריה:רון-אלפ Rhône-Alpes רון-אלפ Riad Al Solh ריאד א-סולח Riad Al Sunbati ריאד אל סונבאטי Riad al-Asaad ריאד אל-אסעד Rialto ריאלטו Rialto Bridge גשר ריאלטו Riancon משתמש:Riancon Riau ריאו Rib צלע Rib צלעות Rib cage כלוב הצלעות Rib vault קמרון צלעות Ribauldequin ריבודקן Ribbon סרט Ribbon seal כלב ים משורטט Ribbon-cutting ceremony טקס גזירת סרט Ribes דומדמניתיים Ribes קטגוריה:דומדמניתיים Riboflavin ויטמין B2 Ribollita ריבוליטה Ribonuclease RNase Ribonuclease inhibitor מעכב ריבונוקלאז Ribose ריבוז Ribosomal RNA RRNA Ribosome ריבוזום Ribosome profiling Ribosome profiling Ribot ריבו Ribozyme ריבוזים Ric Flair ריק פלייר Rica Reinisch ריקה רייניש Ricagambeda ריקאגומבדה Ricardian equivalence שקילות ריקארדו Ricardinho ריקארדיניו Ricardo Alves Pereira ריקארדו אלבס פריירה Ricardo Bochini ריקרדו בוצ'יני Ricardo Bofill ריקארדו בופיל Ricardo Carvalho ריקארדו קרבאליו Ricardo Costa ריקרדו קושטה Ricardo Gallego ריקרדו גאייגו Ricardo La Volpe ריקרדו לה וולפה Ricardo Lagos ריקארדו לאגוס Ricardo Maduro ריקרדו מדורו Ricardo Martinelli ריקרדו מרטינלי Ricardo Osorio ריקרדו אוסוריו Ricardo Prado ריקרדו פראדו Ricardo Quaresma ריקארדו קווארסמה Ricardo Rocha ריקרדו רושה Ricardo Rodríguez ריקרדו רודריגס Ricardo Semler ריקרדו סמלר Ricardo Villa ריקרדו ויז'ה Ricardo Wolf ריקרדו וולף Ricardo Zamora ריקרדו זאמורה Ricardo Zamora Trophy פרס ריקרדו זאמורה Ricardo van Rhijn ריקרדו ואן ראיין Riccardo Antoniazzi ריקארדו אנטוניאצי Riccardo Chailly ריקרדו שאיי Riccardo Giacconi ריקרדו ג'יאקוני Riccardo Montolivo ריקרדו מונטוליבו Riccardo Muti ריקרדו מוטי Riccardo Pacifici ריקרדו פצ'יפיצ'י Riccardo Zanella ריקארדו זנלה Riccardobot משתמש:Riccardobot Ricci ריקי Rice אורז Rice קטגוריה:אורז Rice Terraces of the Philippine Cordilleras טרסות האורז של הקורדילרה הפיליפינית Rice and beans אבס קון ארוז Rice bran oil שמן סובין אורז Rice dishes קטגוריה:מאכלי אורז Rice distribution דעיכות מסוג רייס Rice milk חלב אורז Rice paper נייר אורז Rice pudding פודינג אורז Rice riots of 1918 מהומות האורז של 1918 Rice vinegar חומץ אורז Rice's theorem משפט רייס Ricercar ריצ'רקר Rich ריץ' Rich Cohen ריץ' כהן Rich Dad Poor Dad אבא עשיר אבא עני Rich Farmbrough/temp59 בינה מלאכותית Rich Internet application יישום אינטרנט עשיר Rich Moore ריץ' מור Rich Text Format RTF Rich man and Lazarus האיש העשיר ואלעזר Rich.Subtle/sandbox מדעי החברה Richard ריצ'רד Richard רישאר Richard Adams ריצ'רד אדמס Richard Addinsell ריצ'רד אדינסל Richard Adolf Zsigmondy ריכרד אדולף ז'יגמונדי Richard Arkwright ריצ'רד ארקרייט Richard Armitage ריצ'רד ארמיטאג' Richard Attenborough ריצ'רד אטנבורו Richard Avedon ריצ'רד אבדון Richard Axel ריצ'רד אקסל Richard Ayoun רישרד איון Richard Bach ריצ'רד באך Richard Baer ריכרד בר Richard Baneham ריצ'רד ביינהאם Richard Beer-Hofmann ריכרד בר-הופמן Richard Bellman ריצ'רד בלמן Richard Benjamin ריצ'רד בנג'מין Richard Bentley ריצ'רד בנטלי Richard Berkowitz ריצ'רד ברקוביץ Richard Blanco ריצ'רד בלנקו Richard Blumenthal ריצ'רד בלומנטל Richard Bong ריצ'רד בונג Richard Bonynge ריצ'רד בונינג Richard Borcherds ריצ'רד בורכרדס Richard Bradshaw ריצ'רד ברדשו Richard Branson ריצ'רד ברנסון Richard Brautigan ריצ'רד בראוטיגן Richard Briers ריצ'רד בריירס Richard Brooks ריצ'רד ברוקס Richard Burr ריצ'רד בר Richard Burton ריצ'רד ברטון Richard Byrd ריצ'רד בירד Richard Cantillon רישאר קנטיון Richard Castellano ריצ'רד קסטלנו Richard Catling ריצ'רד קטלינג Richard Chamberlain ריצ'רד צ'מברליין Richard Clayderman ריצ'רד קליידרמן Richard Cohen ריצ'רד כהן Richard Condon ריצ'רד קונדון Richard Coyle ריצ'רד קויל Richard Crenna ריצ'רד קרנה Richard Cromwell ריצ'רד קרומוול Richard Crossman ריצ'רד קרוסמן Richard D'Oyly Carte ריצ'רד ד'וילי קארט Richard Dale ריצ'רד דייל Richard Dawkins קטגוריה:ריצ'רד דוקינס Richard Dawkins ריצ'רד דוקינס Richard Dean Anderson ריצ'רד דין אנדרסון Richard Dedekind ריכרד דדקינד Richard Dembo רישאר דמבו Richard Donner ריצ'רד דונר Richard Dreyfuss ריצ'רד דרייפוס Richard Dunne ריצ'רד דאן Richard Dutruel ריצ'רד דוטרואל Richard Egan ריצ'רד איגן Richard Evans ריצ'רד ג'. אוונס Richard Falk ריצ'רד פאלק Richard Farnsworth ריצ'רד פרנסוורת' Richard Feynman ריצ'רד פיינמן Richard Francis Burton ריצ'רד פרנסיס ברטון Richard Franklin ריצ'רד פרנקלין Richard Frey ריכרד פריי Richard Galliano רישאר גליאנו Richard Gasquet רישאר גאסקה Richard Gere ריצ'רד גיר Richard Glazar ריכרד גלזר Richard Glücks ריכרד גליקס Richard Goldstone ריצ'רד גולדסטון Richard Gordon Jr. ריצ'רד גורדון Richard Grant ריצ'רד אי. גרנט Richard Green ריצ'רד גרין Richard Grenville ריצ'רד גרנוויל Richard Griffith ריצ'רד גריפית Richard Griffiths ריצ'רד גריפית'ס Richard Hakluyt ריצ'רד האקלוט Richard Hamilton ריצ'רד המילטון Richard Hamming ריצ'רד המינג Richard Hammond ריצ'רד האמונד Richard Hammond's Engineering Connections קשרים הנדסיים Richard Harding Davis ריצ'רד הרדינג דייוויס Richard Harris ריצ'רד האריס Richard Heck ריצ'רד הק Richard Hell ריצ'רד הל Richard Helms ריצ'רד הלמס Richard Hendrix ריצ'רד הנדריקס Richard Holbrooke ריצ'רד הולברוק Richard Hunt ריצ'רד האנט Richard I of England מלך אנגליה ריצ'רד הראשון Richard I of Normandy דוכס נורמנדיה רישאר הראשון Richard II ריצ'רד השני Richard II of England מלך אנגליה ריצ'רד השני Richard III ריצ'רד השלישי Richard III of England מלך אנגליה ריצ'רד השלישי Richard Isay ריצ'רד איסאי Richard Jacobs ריק ג'ייקובס Richard Jaeckel ריצ'רד ג'אקל Richard James Horatio Gottheil ריצ'רד גוטהייל Richard Jefferson ריצ'רד ג'פרסון Richard Jenkins ריצ'רד ג'נקינס Richard Jones ריצ'רד ג'ונס Richard Jordan ריצ'רד ג'ורדן Richard Karp ריצ'רד קארפ Richard Kaufmann ריכרד קאופמן Richard Kelly ריצ'רד קלי Richard Kemp ריצ'רד קאמפ Richard Kiel ריצ'רד קיל Richard Kiley ריצ'רד קיילי Richard Korherr ריכרד קורהר Richard Kuhn ריכרד קון Richard Kuklinski ריצ'רד קוקלינסקי Richard Landes ריצ'רד לנדס Richard Lawrence ריצ'רד לורנס Richard Leakey ריצ'רד ליקי Richard Lester ריצ'רד לסטר Richard Linklater ריצ'רד לינקלייטר Richard Lippold ריצ'רד ליפולד Richard Lugar ריצ'רד לוגאר Richard Lumsden ריצ'רד לומסדן Richard Madden ריצ'רד מאדן Richard Maibaum ריצ'רד מייבאום Richard Marcinko ריצ'רד מרסינקו Richard Matheson ריצ'רד מתיסון Richard McCabe ריצ'רד מקייב Richard Meier ריצ'רד מאייר Richard Meinertzhagen ריצ'רד מיינרצהגן Richard Mentor Johnson ריצ'רד ג'ונסון Richard Mulligan ריצ'רד מאליגן Richard Myers ריצ'רד מאיירס Richard Møller Nielsen ריצ'רד מולר נילסן Richard Nixon קטגוריה:ריצ'רד ניקסון Richard Nixon ריצ'רד ניקסון Richard O'Connor ריצ'רד אוקונור Richard Olney ריצ'רד אולני Richard Overy ריצ'רד אוברי Richard Owen ריצ'רד אוון Richard Pankhurst ריצ'רד פנקהרסט Richard Pearse ריצ'רד פירס Richard Perle ריצ'רד פרל Richard Pipes ריצ'רד פייפס Richard Posner ריצ'רד פוזנר Richard Prince ריצ'רד פרינס Richard Pryor ריצ'רד פריור Richard Quest ריצ'רד קווסט Richard Ramirez ריצ'רד רמירז Richard Richards דיק ריצ'רדס Richard Ritter von Strigl ריכרד פון שטריגל Richard Roby ריצ'רד רובי Richard Rodgers ריצ'רד רוג'רס Richard Rogers ריצ'רד רוג'רס Richard Rorty ריצ'רד רורטי Richard Ruoff ריכרד רואוף Richard Ryder ריצ'רד ריידר Richard Réti ריכרד רטי Richard Sainct ריצ'רד סיינקט Richard Sanderson ריצ'רד סנדרסון Richard Schiff ריצ'רד שיף Richard Schwartz ריצ'רד שוורץ Richard Seddon ריצ'רד סדון Richard Shiffrin ריצ'רד שיפרין Richard Simmons ריצ'רד סימונס Richard Sorge ריכרד זורגה Richard Stallman ריצ'רד סטולמן Richard Stengel ריצ'רד סטנגל Richard Stoltzman ריצ'רד שטולצמן Richard Strauss ריכרד שטראוס Richard Swann Lull ריצ'רד סוואן לול Richard Swinburne ריצ'רד סווינברן Richard Tauber ריכרד טאובר Richard Taylor ריצ'רד טיילור Richard Teichmann ריצ'רד טייכמן Richard Thaler ריצ'רד ת'אלר Richard Threlkeld Cox ריצ'רד טרקלד קוקס Richard Truly ריצ'רד טרולי Richard Tucker ריצ'רד טאקר Richard Valentine Morris ריצ'רד ולנטיין מוריס Richard Vernon ריצ'רד ורנון Richard Wagner קטגוריה:ריכרד וגנר Richard Wagner ריכרד וגנר Richard Wagner תבנית:ריכרד וגנר Richard Washburn Child ריצ'רד וושבורן צ'יילד Richard Williamson ריצ'רד ויליאמסון Richard Willstätter ריכרד וילשטאטר Richard Wilson ריצ'רד וילסון Richard Winters ריצ'רד וינטרס Richard Wiseman ריצ'רד וייזמן Richard Witschge ריצ'רד ויטסחה Richard Wright ריצ'רד רייט Richard Yates ריצ'רד ייטס Richard von Krafft-Ebing ריכרד פון קראפט-אבינג Richard von Mises ריכרד פון מיזס Richard von Schubert ריכרד פון שוברט Richard von Weizsäcker ריכרד פון וייצזקר Richard0612/Userbox Archive/Bright User תבנית:משתמש ברייט RichardGatinho/Sandbox/BrokenInterwikis dkslsdlssd Richardbrucebaxter/sandbox בחירה חופשית Richards ריצ'רדס Richardson ריצ'רדסון Richat Structure מבנה רישאת Richie Guerin ריצ'י גארין Richie Havens ריצ'י הייבנס Richie Hawtin ריצ'י הוטין Richie Sambora ריצ'י סמבורה Richmond ריצ'מונד Richmond Park פארק ריצ'מונד Richmond Turner ריצ'מונד טרנר Richter ריכטר Richter magnitude scale סולם ריכטר Richtom80/sandbox/surfing גלישת גלים Richárd Guzmics ריהארד גוזמיץ' Rician fading דעיכות מסוג רייס Ricimer ריקימר Ricin ריצין Ricinus קיקיון מצוי Rick & Steve: The Happiest Gay Couple in All the World ריק וסטיב Rick Adelman ריק אדלמן Rick Astley ריק אסטלי Rick Barry ריק בארי Rick Berman ריק ברמן Rick Carey ריק קארי Rick Carlisle ריק קרלייל Rick Davis ריק דייוויס Rick DeMont ריק דמונט Rick Flag ריק פלאג Rick Green ריק גרין Rick Husband ריק האסבנד Rick Jones ריק ג'ונס Rick Levin ריק לוין Rick Moranis ריק מוראניס Rick Perry ריק פרי Rick Riordan ריק ריירדן Rick Ross ריק רוס Rick Rubin ריק רובין Rick Santorum ריק סנטורום Rick Scott ריק סקוט Rick Snyder ריק סניידר Rick Stein ריק סטיין Rick and Morty ריק ומורטי Rickenbacker ריקנבאקר Rickert/Sandbox תיארוך פחמן 14 Rickets רככת Rickettsia Rickettsia Ricki Herbert ריקי הרברט Ricki Lake ריקי לייק Rickie Lambert ריקי למברט Rickjpelleg משתמש:Rickjpelleg Rickshaw ריקשה Ricky Davis ריקי דייוויס Ricky Gervais ריקי ג'רווייס Ricky Hickman ריקי היקמן Ricky Martin ריקי מרטין Ricky Nattiel ריקי נאטיל Ricky Nelson ריקי נלסון Ricky Rubio ריקי רוביו Ricky Sanders ריקי סנדרס Ricky Whittle ריקי ויטל Ricky Álvarez ריקרדו אלוורס Rico ריקו Rico Rodriguez ריקו רודריגז Ricochet נתז Ricochet ריקושט Ricoh Arena ריקו ארנה Ricola ריקולה Ricos y Famosos עשירים ומפורסמים Ricotta ריקוטה Rictor ריקטור Rid of Me Rid of Me Ridda wars מלחמות הרדה Riddarholm Church כנסיית רידרהולם Riddim רידים Riddler איש החידות Ride Ride Ride רייד Ride of the Valkyries דהרת הוולקירות Ride the Lightning Ride the Lightning Rideau Canal תעלת רידו Rideau Hall אחוזת רידו Rident/Archive 16 ויקיפדיה:תבנית Ridernyc/prog sandbox רוק מתקדם Riding shotgun שוטגאן Ridley Scott רידלי סקוט Ridley Scott תבנית:רידלי סקוט Ridley sea turtle צב ים רידלי Ridofme משתמש:Ridofme Ridolfi plot קשר רידולפי Ridolfia segetum נירית הקמה Ridván רידוואן Rie Mastenbroek ריי מסטנברוק Riebeckite ריבקיט Ried im Innkreis District ריד אים אינקראיס Riegner Telegram מברק ריגנר Riehen רייהן Riemann רימן Riemann Xi function פונקציית קסי של רימן Riemann hypothesis השערת רימן Riemann mapping theorem משפט ההעתקה של רימן Riemann series theorem משפט רימן Riemann sphere הספירה של רימן Riemann surface משטח רימן Riemann surfaces קטגוריה:משטחי רימן Riemann zeta function פונקציית זטא של רימן Riemannian manifold מטריקה רימנית Riemann–Lebesgue lemma למת רימן-לבג Riemann–Roch theorem משפט רימן-רוך Rienzi ריאנצי Riesling ריזלינג Riesz representation theorem משפט ההצגה של ריס Rietavas Municipality ריטובה Rietveld Schröder House בית ריטפלד שרדר Rif ריף Rif Dimashq Governorate ריף דמשק Rif Republic רפובליקת ריף Rif War מלחמת הריף Rifaat Turk רפעת טורק Rifaat al-Assad רפעת אל-אסד Rifampicin ריפמפיצין Riff Cohen ריף כהן Riffa ריפאע Rifkin ריבקין Rifle רובה Rifle grenade רומה רימונים Rifleman רובאי Rifles קטגוריה:רובים Rifles of Israel קטגוריה:רובים ישראליים Rift בקע Rift Valley lakes אגמי הבקע הסורי-אפריקני Rift lakes קטגוריה:אגמי בקע Rift valley עמק ביקוע Rift zone רצועת בקעים Riga קטגוריה:ריגה Riga ריגה Riga Ghetto גטו ריגה Riga Ghetto קטגוריה:גטו ריגה Riga International Airport נמל התעופה הבינלאומי ריגה Riga Rumbula יער רומבולה Riga Technical University האוניברסיטה הטכנית של ריגה Rigas Feraios ריגאס פראיוס Rigel ריג'ל Right ימין Right Livelihood Award פרס הקיום הנכון Right Livelihood Award laureates קטגוריה:זוכי פרס הקיום הנכון Right Now Right Now Right There Right There Right You Are כל אדם והאמת שלו Right bundle branch block חסם צרור הולכה ימני Right conoid קונואיד ימני Right gastric artery עורק הקיבה הימני Right gastroepiploic artery עורק הקיבה והפדר הימני Right of asylum מקלט מדיני Right of asylum קטגוריה:זכויות פליטים Right of first refusal זכות קדימה Right of revolution זכות המרד Right to be forgotten הזכות להישכח Right to education הזכות לחינוך Right to exist זכות הקיום Right to health הזכות לבריאות Right to housing הזכות לדיור Right to life הזכות לחיים ולביטחון Right to light הפרעה לאור שמש ומניעת תמיכה Right to property זכות הקניין Right to protest זכות ההפגנה והמחאה Right to silence זכות השתיקה Right triangle משולש ישר-זווית Right whale אובלנה Right whale dolphin דולפין לווייתני Right- and left-hand traffic כיוון תנועה Right-bank Ukraine אוקראינה של הגדה הימנית Right-hand rule כלל יד ימין Righteous Among the Nations חסיד אומות העולם Righteous Among the Nations קטגוריה:חסידי אומות העולם Rights זכות Rights issue הנפקת זכויות Rights of Man זכויות האדם Rigi הר ריגי Rigid body מכניקה של גוף קשיח Rigid rotor רוטציה של מולקולה Rigoberta Menchú ריגוברטה מנצ'ו Rigoletto ריגולטו Rigor mortis צפידת מוות Rigour ריגורוזיות Rigveda ריג ודה Rihanna ריהאנה Rihanna תבנית:ריהאנה Rihanna - Rated R.png קובץ:Rihanna Rated R.jpg Rihanna albums קטגוריה:אלבומי ריהאנה Rihanna concert tours קטגוריה:סיבובי הופעות של ריהאנה Rihanna discography דיסקוגרפיה של ריהאנה Rihanna songs קטגוריה:שירי ריהאנה Rihanna: Live in Concert Tour Rihanna: Live in Concert Tour Rijeka קטגוריה:רייקה Rijeka רייקה Rijeka Sušak סושאק Rijksmonuments קטגוריה:הולנד: אתרי מורשת לאומית Rijksmuseum רייקסמוזיאום Rijksmuseum Amsterdam קטגוריה:רייקסמוזיאום Rijsttafel רייסטאפל Rik Mayall ריק מייאל Rik Smits ריק סמיתס Rik Wouters ריק ואוטרס Rika Zaraï ריקה זראי Rikardo55/Jan25 שינה זעירה Rikardo55/Powderpuff שינה זעירה Rikers Island רייקרז איילנד Riki Blich ריקי בליך Riki Gal ריקי גל Riki Guy ריקי גיא-קירשנבאום Rikke Møller Pedersen ריקה מילר פדרסן Rikken Dōshikai ריקן דושיקאי Rikken Minseitō ריקן מינסייטו Rikken Seiyūkai ריקן סייוקאי Rikki-Tikki-Tavi ריקי-טיקי-טאבי Riklis ריקליס Riksdag ריקסטאד Riksmål נורווגית ממלכתית Rikstar/Sandbox אלביס פרסלי Rila רילה Rila Monastery מנזר רילה Riley ריילי Riley H/u משתמש:Riley Huntley Rill חרץ Rim-Sin I רים-סין הראשון Rima רימה Rimal א-רימאל Rimini רימיני Rimmer רימר Rimmon רימון Rimon School of Jazz and Contemporary Music רימון - בית ספר למוסיקה Rimon Winery יקב רימון Rimonabant רימונבאנט Rimonim רימונים Rin Tin Tin רין טין טין Rina Frenkel רינה פרנקל Rina Mor רינה מור Rina Schenfeld רנה שיינפלד Rina Zaizov Marx רנה זיצוב-מרכס Rinat Abdulin רינט עבדולין Rinat Akhmetov רינאט אחמטוב Rinat Dasayev רינאט דסאייב Rinat Matatov רינת מטטוב Rinat Shaham רינת שחם Rinat Yisrael רינת ישראל Rinatya רינתיה Rincewind סתמרוח Rincón de Luz פינת אור Rinderpest דבר הבקר Rineke Dijkstra רינקה דייקסטרה Ring חוג Ring טבעת Ring רינגו Ring Nebula ערפילית הטבעת Ring Off Ring Off Ring binder קלסר Ring dike מחדר פלוטוני#מחדר טבעתי Ring galaxy גלקסיית טבעת Ring laser gyroscope RLG Ring of Brodgar טבעת ברודגאר Ring of Fire טבעת האש Ring of sets חוג של קבוצות Ring road כביש טבעת Ring roads קטגוריה:כבישים היקפיים Ring species מיני טבעת Ring system טבעת פלנטרית Ring the Alarm Ring the Alarm Ring theory קטגוריה:תורת החוגים Ring theory תורת החוגים Ring-a-Ding-Ding! Ring-A-Ding-Ding Ring-tailed cat דביבון זנב טבעת Ring-tailed lemur למור זנב טבעת Ring-tailed mongoose נמיית זנב טבעת Ringed seal פוסה טבעתית Ringed space מרחב מחויג Ringed teal ברווז טבעתי Ringer's solution תמיסת רינגר Ringing Bell הפעמון של צ'ירין Ringling Bros. and Barnum & Bailey Circus קרקס האחים רינגלינג וברנום את ביילי Ringo Starr רינגו סטאר Rings טבעות Rings of Jupiter טבעות צדק Rings of Neptune טבעות נפטון Rings of Power טבעות הכוח Rings of Rhea טבעות ריאה Rings of Saturn טבעות שבתאי Rings of Uranus טבעות אורנוס Ringtone רינגטון Ringu רינגו Ringwoodite רינגוודיט Rinjish חריש Rinkhals קוברה טבעתית Rinko Kikuchi רינקו קיקוצ'י Rinn רין Rintfleisch massacres פרעות רינדפלייש Rinus Michels רינוס מיכלס Rio ריו Rio 2 ריו 2 Rio Abiseo National Park הפארק הלאומי ריו אביסאו Rio Ave F.C. ריו אבה Rio Ave F.C. players קטגוריה:כדורגלני ריאו אבה Rio Branco ריו ברנקו Rio Bravo ריו בראבו Rio Ferdinand ריו פרדיננד Rio Grande ריו גראנדה Rio Grande Valley Vipers ריו גראנדה ואלי וייפרס Rio Grande do Norte קטגוריה:ריו גראנדה דו נורטה Rio Grande do Norte ריו גראנדה דו נורטה Rio Grande do Norte Natal נאטאל Rio Grande do Sul קטגוריה:ריו גראנדה דו סול Rio Grande do Sul ריו גראנדה דו סול Rio Grande do Sul Santa Maria סנטה מריה Rio Group קבוצת ריו Rio Largo ריו לארגו Rio Mavuba ריו מאבובה Rio Negro ריו נגרו Rio Olympic Velodrome ולודרום בארה Rio Tinto ריו טינטו Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו Rio de Janeiro קטגוריה:ריו דה ז'ניירו Rio de Janeiro ריו דה ז'ניירו Rio de Janeiro Botanical Garden הגן הבוטני של ריו דה ז'ניירו Rio de Janeiro Cathedral קתדרלת ריו דה ז'ניירו Rio de Janeiro Copacabana קופקבנה Rio de Janeiro Humaitá אומאיטה Rio de Janeiro Lagoa לאגואה Rio de Janeiro Leme למי Rio de Janeiro–Galeão International Airport נמל התעופה הבינלאומי ריו דה ז'ניירו-גאליאו Riobamba ריובמבה Riom Trial משפט ריום Rioni River ריוני Rioni of Rome קטגוריה:רומא: רבעים Rioni of Rome רובעי רומא Rioni of Rome תבנית:רובעי רומא Riot מהומה Riot control אמצעים לפיזור הפגנות Riot control weapons קטגוריה:אמצעים לפיזור הפגנות Riot grrrl ריוט גירל Riot! Riot! Riots קטגוריה:מהומות Riots and civil disorder in Israel קטגוריה:מהומות בישראל Riots and civil disorder in the United States קטגוריה:מהומות בארצות הברית Rio–Antirrio bridge גשר ריו-אנטיריו Rio–Niterói Bridge גשר ריו-ניטרוי Rip Curl ריפ קורל Rip Torn ריפ טורן Rip Van Winkle ריפ ואן וינקל Rip current זרם סחף Ripa ריפה Riparia כוכית Ripening הבשלה Riphath ריפת Riphean Mountains ההרים הריפאנים Ripley Under Water ריפלי מתחת למים Ripley's Game המשחק של ריפלי Ripliad תבנית:ריפליאדה Ripping ריפינג Ripple ריפל Ripple Effect אפקט דומינו Ripple marks גלונים Rise Against רייז אגיינסט Rise Like a Phoenix Rise Like a Phoenix Rise and Fall of the City of Mahagonny עלייתה ונפילתה של העיר מהגוני Rise of Apocalypse עלייתו של אפוקליפס Rise of Nations Rise of Nations Rise of the Guardians שומרי האגדות Rise of the Planet of the Apes כוכב הקופים: המרד Rise of the Tomb Raider Rise of the Tomb Raider Rishikesh רישיקש Rishon Devils ראשון דווילס Rishon LeZion קטגוריה:ראשון לציון Rishon LeZion קטגוריה:ראשונים לציון Rishon LeZion ראשון לציון Rishon LeZion HaRishonim Railway Station תחנת הרכבת ראשון לציון - הראשונים Rishon LeZion Moshe Dayan Railway Station תחנת הרכבת ראשון לציון משה דיין Rishon model מודל ראשונים Rishonim קטגוריה:רבנים: ראשונים Rishonim ראשונים Rishpon רשפון Risiera di San Sabba ריזיירה די סן סאבה Rising Stars Challenge משחק הכוכבים העולים Rising Sun Rising Sun Risk Risk Risk סיכון Risk קטגוריה:סיכון Risk assessment הערכת סיכונים Risk aversion שנאת סיכון Risk dominance סיכון שולט Risk factor גורם סיכון Risk intelligence אינטליגנציה Risk management ניהול סיכונים Risk management קטגוריה:ניהול סיכונים Risk premium פרמיה Risk society אולריך בק#חברת הסיכון Risk–benefit ratio ניתוח סיכון-תועלת Risotto ריזוטו Risperidone ריספרידון Rissani ריסאני Risso's dolphin גרמפוס אפור Risto Ryti ריסטו רייטי Rita ריטה Rita Dove ריטה דאב Rita Hayworth ריטה הייוורת' Rita Levi-Montalcini ריטה לוי-מונטלצ'יני Rita Mae Brown ריטה מיי בראון Rita Marley ריטה מארלי Rita Moreno ריטה מורנו Rita Ora ריטה אורה Rita Ottervik ריטה אוטרוויק Rita Tushingham ריטה טאשינגהם Rita Volk ריטה וולק Ritchie ריצ'י Ritchie Blackmore ריצ'י בלקמור Ritchie Blackmore's Rainbow Ritchie Blackmore's Rainbow Ritchie Boys נערי ריצ'י Ritchie Valens ריצ'י ואלנס Rite of passage טקס מעבר Rites of passage קטגוריה:טקסי מעבר Rithmah רתמה Ritona ריטונה Ritornello ריטורנלו Ritter ריטר Ritterschaft/Userpage2 כור המצרף Ritual פולחן Rituximab ריטוקסימאב Ritz-Carlton Club and Residences בית הדירות ריץ קרלטון Riva ריווה Rivadavia ריבדביה Rivaldo ריבאלדו Rivallo ריבאלו Rivam יצחק בן מאיר Rivaroxaban ריברוקסבאן Rivash ריב"ש Rive Droite הגדה הימנית Rive Gauche הגדה השמאלית Rivellino ריבלינו Rivendell ריוונדל River נהר River Avon אייבון River Conwy קונווי River Dee נהר די River Effra אפרה River Fleet פליט River Forth פורת' River Lea לי River Liffey ליפי River Lowther נהר הלאות'ר River Mersey מרזי River Neckinger נקינגר River Patrol Boat יתוש River Phoenix ריבר פיניקס River Plate footballers קטגוריה:כדורגלני ריבר פלייט River Plate managers קטגוריה:מאמני ריבר פלייט River Severn סוורן River Shannon שאנון River Thames קטגוריה:תמזה River Thames תמזה River Trent טרנט River Tyne טיין River Wandle ונדל River Westbourne וסטבורן River delta דלתה River deltas קטגוריה:דלתאות נהר River dolphin דולפיני נהרות River dolphins קטגוריה:דולפיני נהרות River islands קטגוריה:איי נהר River surfing גלישת נהרות Rivera ריברה Riveratr/sandbox התנועה לזכויות האזרח של ארצות הברית Riverbank Arena ריברבאנק ארנה Riverdance ריברדאנס Rivers קטגוריה:נהרות Rivers and streams of Alaska קטגוריה:אלסקה: נהרות Rivers and streams of Colorado קטגוריה:קולורדו: נהרות Rivers and streams of Croatia קטגוריה:קרואטיה: נהרות ונחלים Rivers and streams of Idaho קטגוריה:איידהו: נהרות Rivers and streams of Minnesota קטגוריה:מינסוטה: נהרות Rivers and streams of New York קטגוריה:מדינת ניו יורק: נהרות Rivers and streams of Oregon קטגוריה:אורגון: נהרות Rivers and streams of Virginia קטגוריה:וירג'יניה: נהרות Rivers and streams of Washington קטגוריה:מדינת וושינגטון: נהרות Rivers and streams of the United States קטגוריה:ארצות הברית: נהרות Rivers by continent קטגוריה:נהרות לפי יבשת Rivers by country קטגוריה:נהרות לפי מדינה Rivers of Abkhazia קטגוריה:אבחזיה: נהרות Rivers of Africa קטגוריה:נהרות אפריקה Rivers of Albania קטגוריה:אלבניה: נהרות Rivers of America נהרות אמריקה Rivers of Antarctica קטגוריה:נהרות אנטארקטיקה Rivers of Argentina קטגוריה:ארגנטינה: נהרות Rivers of Asia קטגוריה:נהרות אסיה Rivers of Australia קטגוריה:אוסטרליה: נהרות Rivers of Austria קטגוריה:אוסטריה: נהרות Rivers of Babylon על נהרות בבל Rivers of Belarus קטגוריה:בלארוס: נהרות ונחלים Rivers of Belgium קטגוריה:בלגיה: נהרות Rivers of Bolivia קטגוריה:בוליביה: נהרות Rivers of Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: נהרות ונחלים Rivers of Botswana קטגוריה:בוטסואנה: נהרות Rivers of Brazil קטגוריה:ברזיל: נהרות Rivers of British Columbia קטגוריה:קולומביה הבריטית: נהרות Rivers of Bulgaria קטגוריה:בולגריה: נהרות ונחלים Rivers of Canada קטגוריה:קנדה: נהרות Rivers of Chile קטגוריה:צ'ילה: נהרות Rivers of China קטגוריה:סין: נהרות Rivers of Colombia קטגוריה:קולומביה: נהרות Rivers of Ecuador קטגוריה:אקוודור: נהרות Rivers of England קטגוריה:אנגליה: נהרות Rivers of Ethiopia קטגוריה:אתיופיה: נהרות Rivers of Europe קטגוריה:נהרות אירופה Rivers of Finland קטגוריה:פינלנד: נהרות ונחלים Rivers of France קטגוריה:צרפת: נהרות Rivers of French Guiana קטגוריה:גיאנה הצרפתית: נהרות Rivers of Georgia קטגוריה:גאורגיה: נהרות Rivers of Germany קטגוריה:גרמניה: נהרות Rivers of Greece קטגוריה:יוון: נהרות ונחלים Rivers of Guyana קטגוריה:גיאנה: נהרות Rivers of Hungary קטגוריה:הונגריה: נהרות ונחלים Rivers of Iceland קטגוריה:איסלנד: נהרות Rivers of India קטגוריה:הודו: נהרות Rivers of Iraq קטגוריה:עיראק: נהרות Rivers of Israel קטגוריה:ארץ ישראל: נחלים Rivers of Italy קטגוריה:איטליה: נהרות Rivers of Jordan קטגוריה:ירדן: נחלים Rivers of Lebanon קטגוריה:לבנון: נחלים Rivers of London קטגוריה:לונדון: נהרות ונחלים Rivers of Moldova קטגוריה:מולדובה: נהרות ונחלים Rivers of Mozambique קטגוריה:מוזמביק: נהרות Rivers of Namibia קטגוריה:נמיביה: נהרות Rivers of Oceania קטגוריה:נהרות אוסטרליה ואוקיאניה Rivers of Ontario קטגוריה:אונטריו: נהרות Rivers of Paraguay קטגוריה:פרגוואי: נהרות Rivers of Peru קטגוריה:פרו: נהרות Rivers of Poland קטגוריה:פולין: נהרות ונחלים Rivers of Portugal קטגוריה:פורטוגל: נהרות Rivers of Quebec קטגוריה:קוויבק: נהרות Rivers of Romania קטגוריה:רומניה: נהרות ונחלים Rivers of Russia קטגוריה:רוסיה: נהרות Rivers of Serbia קטגוריה:סרביה: נהרות ונחלים Rivers of Slovakia קטגוריה:סלובקיה: נהרות ונחלים Rivers of Slovenia קטגוריה:סלובניה: נהרות ונחלים Rivers of South Africa קטגוריה:דרום אפריקה: נהרות Rivers of South Sudan קטגוריה:דרום סודאן: נהרות Rivers of Spain קטגוריה:ספרד: נהרות Rivers of Suriname קטגוריה:סורינאם: נהרות Rivers of Swaziland קטגוריה:סווזילנד: נהרות Rivers of Sweden קטגוריה:שוודיה: נהרות ונחלים Rivers of Switzerland קטגוריה:שווייץ: נהרות Rivers of Syria קטגוריה:סוריה: נהרות Rivers of Thailand קטגוריה:תאילנד: נהרות Rivers of Turkey קטגוריה:טורקיה: נהרות Rivers of Ukraine קטגוריה:אוקראינה: נהרות ונחלים Rivers of Uruguay קטגוריה:אורוגוואי: נהרות Rivers of Venezuela קטגוריה:ונצואלה: נהרות Rivers of Yukon קטגוריה:יוקון: נהרות Rivers of Zimbabwe קטגוריה:זימבבואה: נהרות Rivers of the Czech Republic קטגוריה:צ'כיה: נהרות Rivers of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: נהרות Rivers of the Netherlands קטגוריה:הולנד: נהרות Rivers of the Republic of Ireland קטגוריה:אירלנד: נהרות ונחלים Rivers of the United Kingdom קטגוריה:בריטניה: נהרות ונחלים Riverside Park פארק ריוורסייד Riversleigh ריברסליי Riverwind מי-נהר Rivet מסמרת Rivetina baetica גמל שלמה רץ Rivière-Pilote ריבייר-פילוט Rivka Carmi רבקה כרמי Rivka Guber רבקה גובר Rivka Keren רבקה קרן Rivka Michaeli רבקה מיכאלי Rivka Neumann רבקה נוימן Rivka Zohar רבקה זהר Rivlin ריבלין Rivne רובנו Rivne Nuclear Power Plant תחנת הכוח הגרעינית רובנו Rivne Oblast קטגוריה:מחוז רובנו Rivne Oblast רובנו Rivne Oblast Oleksandriia אולקסנדריה Rivne Oblast Rokytne רוקיטנה Rivne Oblast Verba ורבה Rivne Oblast Vysotsk ויסוצק Rivne Oblast Zarichne זריצ'נה Rixi Markus ריקסי מרקוס Riyad Mahrez ריאד מחרז Riyad Mansour ריאד מנסור Riyad Naasan Agha ריאד אגה Riyad al-Maliki ריאד אל-מאלכי Riyadh קטגוריה:ריאד Riyadh ריאד Riyadh TV Tower מגדל הטלוויזיה של ריאד Riza Lushta ריזה לושטה Rize ריזה Rize Tea תה ריזה Rizpah רצפה בת איה Rizwan Khan ריז ח'אן RjpBot משתמש:RjpBot Rkhroma/sandbox טרנופול Rklawton משתמש:Rklawton Rlm תבנית:כ Rm Rm Rmaich רמיש Rmn2.JPG תמונה:Rmn2.jpg Rneuman92@mac.com חוק פסקל Rng חוג Ro Laren רו לארן Ro'i רועי Roa רואה Road כביש Road House שומר הברים Road Town רואוד טאון Road bicycle racing מרוץ אופני כביש Road coloring theorem בעיית צביעת המסלולים Road cycling רכיבת כביש Road incident deaths קטגוריה:הרוגי תאונות דרכים Road incident deaths in Israel קטגוריה:הרוגי תאונות דרכים בישראל Road incident deaths in the United States קטגוריה:הרוגי תאונות דרכים בארצות הברית Road junction types קטגוריה:סוגי מחלפים וצמתים Road map מפת דרכים טכנולוגית Road map for peace מפת הדרכים Road movie סרט מסע Road movies קטגוריה:סרטי מסע Road of Life דרך החיים Road of the Seven Lakes דרך שבעת האגמים Road signs in Israel תמרורים בישראל Road skating החלקה קבוצתית בגלגיליות Road surface marking סימוני תנועה בכביש Road to Canossa הליכה לקנוסה Road to Perdition הדרך לפרדישן Road traffic safety בטיחות בדרכים Road train רכבת כבישים Road transport תחבורה יבשתית Road tunnels קטגוריה:מנהרות כביש Roadrunner קוקייה רצנית Roadrunner Records Roadrunner Records Roads קטגוריה:דרכים וכבישים Roads by country קטגוריה:דרכים וכבישים לפי מדינה Roads in Hong Kong קטגוריה:הונג קונג: רחובות Roads in Israel כבישי ישראל Roads in Israel קטגוריה:ישראל: כבישים Roads in the United Kingdom קטגוריה:הממלכה המאוחדת: כבישים Roads in the United States קטגוריה:ארצות הברית: כבישים Roadside Picnic פיקניק בשולי הדרך Roadstead תחנת עיגון Roald Amundsen רואלד אמונדסן Roald Dahl קטגוריה:רואלד דאל Roald Dahl רואלד דאל Roald Dahl תבנית:רואלד דאל Roald Hoffmann רואלד הופמן Roaming נדידה Roan antelope אנטילופת סוס קצרת-קרן Roanoke רואנוק Roanoke Colony מושבת רואנוק Roar Roar Roaring Fork River רורינג פורק Roaring Forties Roaring Forties Roaring Twenties שנות העשרים הסוערות Roast beef רוסטביף Roasted barley tea תה שעורה Roasting צלייה Rob Brown רוב בראון Rob Estes רוב אסטס Rob Friend רוב פרנד Rob Gronkowski רוב גרונקובסקי Rob Halford רוב הלפורד Rob Hall רוב הול Rob James-Collier רוב ג'יימס-קולייר Rob Kaman רוב קאמן Rob Lowe רוב לאו Rob Minkoff רוב מינקוף Rob Morris רוב מוריס Rob Morrow רוב מורו Rob Portman רוב פורטמן Rob Reiner רוב ריינר Rob Rensenbrink רוב רנסנברינק Rob Roy רוב רוי Rob Schneider רוב שניידר Rob Thomas רוב תומאס Robb Flynn רוברט פלין Robb Huxley רוב האקסלי Robben Island רובן איילנד Robber baron הברונים השודדים Robbers קטגוריה:שודדים Robbers' rummy רמי פתוח Robbery קטגוריה:שוד Robbery שוד Robbie רובי Robbie Amell רובי אמל Robbie Baldwin ספידבול Robbie Coltrane רובי קולטריין Robbie Fowler רובי פאולר Robbie Kay רובי קיי Robbie Keane רובי קין Robbie Maddison רובי מדיסון Robbie Rogers רובי רוג'רס Robbie Williams ספר:רובי ויליאמס Robbie Williams רובי ויליאמס Robbins רובינס Robbot משתמש:Robbot Robby Bostain רובי בוסטיין Robert רוברטו Robert A. Innes רוברט אינס Robert Adam רוברט אדם Robert Allerton Park פארק אלרטון Robert Almer רוברט אלמר Robert Altman רוברט אלטמן Robert Anderson רוברט אנדרסון Robert Andrews Millikan רוברט מיליקן Robert Antelme רובר אנטלם Robert Anton Wilson רוברט אנטון וילסון Robert Archibald רוברט ארצ'יבלד Robert Arzumanyan רוברט ארזומניאן Robert Assaraf רוברט אסרף Robert Atkins רוברט אטקינס Robert Aumann ישראל אומן Robert Axelrod רוברט אקסלרוד Robert Bacon רוברט בייקון Robert Bakker רוברט בקר Robert Ballard רוברט בלארד Robert Barro רוברט בארו Robert Belfour רוברט בלפור Robert Bellarmine רוברטו בלרמינו Robert Beltran רוברט בלטרן Robert Benton רוברט בנטון Robert Bernstein רוברט ברנשטיין Robert Bitker רוברט ביטקר Robert Blake רוברט בלייק Robert Bloch רוברט בלוך Robert Blum רוברט בלום Robert Bly רוברט בליי Robert Bolt רוברט בולט Robert Borden רוברט בורדן Robert Bork רוברט בורק Robert Bosch GmbH בוש Robert Boyle רוברט בויל Robert Bresson רובר ברסון Robert Brown רוברט בראון Robert Browning רוברט בראונינג Robert Bruce Merrifield ברוס מריפילד Robert Bunsen רוברט בונזן Robert Burns רוברט ברנס Robert Burns Woodward רוברט ברנס וודוורד Robert Burton רוברט ברטון Robert Byrd רוברט בירד Robert Calder רוברט קולדר Robert Capa רוברט קאפה Robert Carlyle רוברט קרלייל Robert Casadesus רובר קאסאדסי Robert Cavanah רוברט קאוואנה Robert Charles Wilson רוברט צ'ארלס וילסון Robert Clive רוברט קלייב Robert Cohen רוברט כהן Robert Cole רוברט קול Robert Conley רוברט קונלי Robert Conquest רוברט קונקווסט Robert Cooter רוברט קוטר Robert Corey רוברט קורי Robert Cormier רוברט קורמייר Robert Craft רוברט קרפט Robert Crippen רוברט קריפן Robert Crumb רוברט קראמב Robert Curthose דוכס נורמנדיה רוברט השני Robert Dahl רוברט דאהל Robert Daniel Murphy רוברט מרפי Robert De Niro רוברט דה נירו Robert Delaunay רובר דלונה Robert Diez רוברט דייז Robert Doisneau רובר דואנו Robert Domany רוברט דומאני Robert Downey Jr. רוברט דאוני ג'וניור Robert Duncan McNeill רוברט דאנקן מקניל Robert Duvall רוברט דובאל Robert Earnshaw רוברט ארנשואו Robert Edward Harold Crosbie רוברט אדוארד הרולד קרוסבי Robert Edwards רוברט אדוארדס Robert Eichelberger רוברט אייכלברגר Robert Eisler רוברט אייזלר Robert Englund רוברט אנגלונד Robert Enke רוברט אנקה Robert Erskine רוברט ארסקין Robert Falcon Scott רוברט פלקון סקוט Robert Falk רוברט פלק Robert Faurisson רובר פוריסון Robert Fayrfax רוברט פיירפאקס Robert Fico רוברט פיצו Robert FitzRoy רוברט פיצרוי Robert Flaherty רוברט פלאהרטי Robert Fludd רוברט פלאד Robert Fogel רוברט פוגל Robert Forster רוברט פורסטר Robert Frank רוברט פרנק Robert Frederick רוברט פרדריק Robert Fripp רוברט פריפ Robert Frosch רוברט פרוש Robert Frost רוברט פרוסט Robert Fulton רוברט פולטון Robert Furchgott רוברט פורשגוט Robert Gant רוברט גאנט Robert Gates רוברט גייטס Robert Geroch רוברט ג'רוש Robert Ghormley רוברט גורמלי Robert Glenister רוברט גלניסטר Robert Goddard רוברט גודרד Robert Graves רוברט גרייבס Robert Green רוברט גרין Robert Grosseteste רוברט גרוסטסט Robert Grubbs רוברט גרבס Robert Guillaume רוברט גיום Robert Guiscard רובר גיסקאר Robert Halfon רוברט חלפון Robert Halperin רוברט הלפרין Robert Hanssen רוברט הנסן Robert Haralick רוברט הארליק Robert Harbin רוברט הארבין Robert Hardy רוברט הארדי Robert Harris רוברט האריס Robert Harron רוברט הארון Robert Harting רוברט הרטינג Robert Hass רוברט האס Robert Havemann רוברט האבמן Robert Hays רוברט הייז Robert Heger רוברט הגר Robert Heinlein רוברט היינליין Robert Henry Barnes רוברט בארנס Robert Herman רוברט הרמן Robert Hill רוברט היל Robert Hofstadter רוברט הופסטדטר Robert Hooke רוברט הוק Robert Horry רוברט הורי Robert Howard רוברט אי. הווארד Robert Huber רוברט הובר Robert Hunter רוברט האנטר Robert Huth רוברט הות Robert I of France מלך צרפת רובר הראשון Robert II of France מלך צרפת רובר השני Robert II of Scotland מלך סקוטלנד רוברט השני Robert III of Scotland מלך סקוטלנד רוברט השלישי Robert Ilatov רוברט אילטוב Robert Iler רוברט אילר Robert Indiana רוברט אינדיאנה Robert Jackson רוברט ג'קסון Robert John Braidwood רוברט ג'ון בריידווד Robert Johnson רוברט ג'ונסון Robert Johnson.png תמונה:Robertjohnson.jpg Robert Jordan רוברט ג'ורדן Robert Kagan רוברט קגן Robert Kahn רוברט קאהן Robert Kaplan רוברט קפלן Robert Kazinsky רוברט קזינסקי Robert Kennedy רוברט קנדי Robert Kerr רוברט קר Robert Kirkman רוברט קירקמן Robert Kiyosaki רוברט קיוסאקי Robert Knepper רוברט נפר Robert Knox רוברט נוקס Robert Koch רוברט קוך Robert Kocharyan רוברט קוצ'ריאן Robert Koren רוברט קורן Robert Korzeniowski רוברט קוז'ניובסקי Robert Kosch רוברט קוש Robert Kovač רוברט קובאץ' Robert Kraft רוברט קראפט Robert Kubica רוברט קוביצה Robert Kuwałek רוברט קובאלק Robert La Follette Sr. רוברט לה פולט Robert Lang רוברט ג'. לאנג Robert Langlands רוברט לנגלנדס Robert Lansing רוברט לנסינג Robert Lee רוברט אדוארד לי Robert Lefkowitz רוברט לפקוביץ' Robert Levin רוברט לוין Robert Levinson רוברט לווינסון Robert Lewandowski רוברט לבנדובסקי Robert Ley רוברט ליי Robert Lindsay רוברט לינדזי Robert Loggia רוברט לוג'יה Robert Lopez רוברט לופז Robert Louis Stevenson רוברט לואיס סטיבנסון Robert Lovett רוברט לווט Robert Lucas Jr. רוברט לוקאס Robert Ludlum רוברט לדלום Robert Mapplethorpe רוברט מייפלת'ורפ Robert Maxwell רוברט מקסוול Robert McKee רוברט מקי Robert McNamara רוברט מקנמארה Robert Menzies רוברט מנזיס Robert Merrill רוברט מריל Robert Merton רוברט מרטון Robert Merton רוברט קינג מרטון Robert Merton רוברט קרהרט מרטון Robert Michels רוברט מיכלס Robert Mills רוברט מילס Robert Mitchum רוברט מיצ'ם Robert Mondavi רוברט מונדבי Robert Moog רוברט מוג Robert Morley רוברט מורלי Robert Mosbacher רוברט מוסבכר Robert Moses רוברט מוזס Robert Mugabe רוברט מוגאבה Robert Muldoon רוברט מולדון Robert Musil רוברט מוסיל Robert Neil Butler רוברט באטלר Robert Neller רוברט נלר Robert Nivelle רובר ניוול Robert Noyce רוברט נויס Robert Nozick רוברט נוזיק Robert Owen רוברט אוון Robert Parish רוברט פאריש Robert Parker רוברט פארקר Robert Patrick רוברט פטריק Robert Pattinson רוברט פטינסון Robert Peary רוברט פירי Robert Peel רוברט פיל Robert Penn Warren רוברט פן וורן Robert Picardo רוברט פיקארדו Robert Pinsky רוברט פינסקי Robert Pirsig רוברט פירסיג Robert Pirès רובר פירס Robert Plant רוברט פלאנט Robert Preston רוברט פרסטון Robert Prosinečki רוברט פרוסינצ'קי Robert Putnam רוברט פטנאם Robert Rauschenberg רוברט ראושנברג Robert Recorde רוברט רקורד Robert Redford רוברט רדפורד Robert Riskin רוברט ריסקין Robert Ritter von Greim רוברט ריטר פון גריים Robert Robinson רוברט רובינסון Robert Rodriguez רוברט רודריגז Robert Rosenberg רוברט רוזנברג Robert Rossen רוברט רוסן Robert Rothbart רוברט רות'בארט Robert Rozhdestvensky רוברט רוז'דסטבנסקי Robert Rubin רוברט רובין Robert Russell Bennett רוברט ראסל בנט Robert Sapolsky רוברט ספולסקי Robert Sargent רוברט סרג'נט Robert Satloff רוברט סטלוף Robert Scheidt רוברט שיידט Robert Schuman רובר שומאן Robert Schumann רוברט שומאן Robert Sean Leonard רוברט שון לאונרד Robert Serry רוברט סרי Robert Servatius רוברט סרווציוס Robert Shaw רוברט שו Robert Sheehan רוברט שיהאן Robert Silverberg רוברט סילברברג Robert Sink רוברט סינק Robert Smalls רוברט סמולס Robert Smith רוברט סמית' Robert Smithson רוברט סמיתסון Robert Soblen רוברט סובלן Robert Solow רוברט סולו Robert Spencer רוברט ספנסר Robert Spitzer רוברט שפיצר Robert St. John רוברט סנט ג'ון Robert Stack רוברט סטאק Robert Starer רוברט סטארר Robert Stephens רוברט סטיבנס Robert Stolorow רוברט סטולורו Robert Stout רוברט סטאוט Robert Strauss רוברט סטראוס Robert Strauss רוברט שטראוס Robert Stricker רוברט שטריקר Robert Stroud רוברט פרנקלין סטראוד Robert Sturua רוברט סטורואה Robert Taft Memorial אנדרטת רוברט טאפט Robert Tarjan רוברט טרג'אן Robert Taylor רוברט טיילור Robert Tiviaev רוברט טיבייב Robert Todd Lincoln רוברט טוד לינקולן Robert Towne רוברט טאון Robert Treat Paine רוברט פיין Robert Trujillo רוברט טרוחיו Robert Vaughn רוברט ווהן Robert Venturi רוברט ונטורי Robert Wadlow רוברט וודלו Robert Wagner רוברט וגנר Robert Wahlberg רוברט וולברג Robert Walpole רוברט וולפול Robert Walser רוברט ואלזר Robert Weil רוברט וייל Robert Weltsch רוברט ולטש Robert Wexler רוברט וקסלר Robert White רוברט וייט Robert Whitehill רוברט וייטהיל-בשן Robert Wilson רוברט וילסון Robert Wisdom רוברט ויזדום Robert Wise רוברט וייז Robert Wistrich רוברט ויסטריך Robert Woodrow Wilson רוברט וילסון Robert Wuhl רוברט וול Robert Wyatt רוברט ואייט Robert Wynyard רוברט ויניארד Robert Young רוברט יאנג Robert Zemeckis רוברט זמקיס Robert Zubrin רוברט זוברין Robert and Bertram רוברט וברטרם Robert d'Aguiló רוברט ד'אגילו Robert de Févin רובר דה פוון Robert of Molesme רובר ממולם Robert of Scotland מלך סקוטלנד רוברט Robert the Bruce מלך סקוטלנד רוברט הראשון Robert the Strong רובר החזק Roberta Anastase רוברטה אנסטס Roberta Flack רוברטה פלאק Roberta Vinci רוברטה וינצ'י Roberto Aballay רוברטו אבלאי Roberto Abbado רוברטו אבאדו Roberto Abbondanzieri רוברטו אבונדנסיירי Roberto Alagna רוברטו אלאניה Roberto Arlt רוברטו ארלט Roberto Ayala רוברטו אז'אלה Roberto Baggio רוברטו באג'ו Roberto Benigni רוברטו בניני Roberto Bettega רוברטו בטגה Roberto Bolaño רוברטו בולניו Roberto Bonano רוברטו בונאנו Roberto Carlos רוברטו קרלוס Roberto Cavalli רוברטו קוואלי Roberto Colautti רוברטו קולאוטי Roberto Di Matteo רוברטו די מטאו Roberto Dinamite רוברטו דינמיטה Roberto Donadoni רוברטו דונאדוני Roberto Durán רוברטו דוראן Roberto Eduardo Viola רוברטו אדוארדו ויולה Roberto Fernández Bonillo רוברטו פרננדס Roberto Firmino רוברטו פירמינו Roberto Goitre רוברטו גויטרה Roberto Grau רוברטו גראו Roberto Heras רוברטו הראס Roberto Hilbert רוברטו הילברט Roberto Ivens רוברטו איוונש Roberto Levingston רוברטו לווינגסטון Roberto Mancini רוברטו מאנצ'יני Roberto Martínez רוברטו מרטינס Roberto Perfumo רוברטו פרפומו Roberto Pruzzo רוברטו פרוצו Roberto Punčec רוברטו פונצ'ץ Roberto Rossellini רוברטו רוסליני Roberto Sabatino Lopez רוברט לופז Roberto Saviano רוברטו סביאנו Roberto Sensini רוברטו סנסיני Roberto Soldado רוברטו סולדדו Roberto Sosa רוברטו סוסה Roberto Succo רוברטו זוקו Roberto Trashorras רוברטו טראסאורס Roberts רוברטס Roberts International Airport נמל התעופה הבינלאומי רוברטס Robertson רוברטסון Robertson dwarf chameleon זיקית רוברטסון Robertsonian translocation טרנסלוקציה רוברטסונית Roberval dos Santos רוברבל דוס סנטוס Robeson Channel תעלת רובסון Robi Levkovich רובי לבקוביץ' Robin רובין Robin Antin רובין אנטין Robin Backhaus רובין בקהאוז Robin Cook רובין קוק Robin Driscoll רובין דריסקול Robin Ellis רובין אליס Robin Gibb רובין גיב Robin Hobb רובין הוב Robin Hood קטגוריה:רובין הוד Robin Hood רובין הוד Robin Hood: Men in Tights רובין הוד: גברים בגטקעס Robin Hood: Prince of Thieves רובין הוד: נסיך הגנבים Robin Hood~enwiki משתמש:Robin Hood Robin Hood~enwiki/Structure משתמש:Robin Hood/Structure Robin Li רובין לי Robin Lopez רובין לופז Robin Morgan רובין מורגן Robin Sharma רובין שארמה Robin Stjernberg רובין חוינברה Robin Söderling רובין סודרלינג Robin Thicke רובין ת'יק Robin Tunney רובין טאני Robin Williams רובין ויליאמס Robin Wright רובין רייט Robin van Persie רובין ואן פרסי Robinho רוביניו Robinia pseudoacacia רוביניה בת-השיטה Robinlatham/sandbox דומיטיאנוס Robinson רובינסון Robinson Crusoe רובינזון קרוזו Robinson Crusoe Island אי רובינזון קרוזו Robinson's Arch קשת רובינסון Robinson's mouse opossum אופוסום עכבר רובינסון Roblox רובלוקס RoboBee רובובי RoboCop קטגוריה:רובוקופ RoboCop רובוקופ RoboCop 2 רובוקופ 2 RoboCup RoboCup Robopocalypse מלחמת הרובוטים Robopsychology רובופסיכולוגיה Robor רובור Roborovski hamster אוגר רובורובסקי Robot רובוט Robot I רובוט אני Robot and Monster רובוט ומפלצת Robot combat קרב רובוטים Robot films קטגוריה:סרטי רובוטים Robot series סדרת הרובוטים Robot series short stories by Isaac Asimov קטגוריה:סיפורי הרובוטים של אסימוב Robotboy רובוטבוי Robotics קטגוריה:רובוטיקה Robotics רובוטיקה Robotix רובוטים באים Robots רובוטס Robots and Empire רובוטים ואימפריה Robots exclusion standard פרוטוקול אי הכללת רובוטים Robust statistics סטטיסטיקה חסינה Robustness חוסן Roby Young רובי יאנג Roby732/Test4 קטגוריה:דתות Robyn רובין Robyn Ochs רובין אוקס Roc רוק Roca Cup גביע רוקה Rocas Atoll אטול דאס רוקאס Rocco and His Brothers רוקו ואחיו Rocha רושה Roche Braziliano רוק ברזיליאנו Rochers de Naye רושה דה נה Rochester רוצ'סטר Rochester Philharmonic Orchestra התזמורת הפילהרמונית של רוצ'סטר Rochus Misch רוכוס מיש Rock סלע Rock רוק Rock Against Racism רוק נגד גזענות Rock Around the Clock Rock Around the Clock Rock Art in the Ha'il Region אמנות הסלע במחוז חאאל Rock Bottom Rock Bottom Rock Carvings in Tanum אמנות הסלע בטאנום Rock DJ Rock DJ Rock Drawings in Valcamonica ציורי הסלע בוואל קמוניקה Rock Hudson רוק הדסון Rock Islands הלגונה הדרומית באיי רוק Rock Paintings of Sierra de San Francisco ציורי הסלע בסיירה דה סן פרנסיסקו Rock Star רוק סטאר Rock Star: Supernova רוקסטאר: סופרנובה Rock albums by Israeli artists קטגוריה:אלבומי רוק ישראליים Rock and Roll Hall of Fame היכל התהילה של הרוק אנד רול Rock and Roll Hall of Fame inductees קטגוריה:חברי היכל התהילה של הרוק אנד רול Rock and roll קטגוריה:רוק אנד רול Rock and roll רוק אנד רול Rock art אמנות סלע Rock art קטגוריה:אמנות סלע Rock ballads קטגוריה:בלדות רוק Rock bush quail שליו בוש הסלע Rock carvings at Alta אמנות הסלע באלטה Rock cycle מחזור הסלעים Rock dove יונת הסלע Rock guitarists קטגוריה:גיטריסטי רוק Rock hyrax שפן סלע Rock in Opposition רוק באופוזיציה Rock in Rio Rock in Rio Rock in Rio רוק בריו Rock mass rating מסת סלע Rock monitor כוח הסלעים Rock music ספר:מוזיקת רוק Rock music פורטל:רוק Rock music קטגוריה:רוק Rock music רוק Rock music תבנית:רוק Rock music genres קטגוריה:סגנונות רוק Rock music groups קטגוריה:להקות רוק Rock music groups by nationality קטגוריה:להקות רוק לפי מדינה Rock musicians קטגוריה:מוזיקאי רוק Rock of Cashel סלע קאשל Rock of Etam סלע עיטם Rock of Gibraltar צוק גיברלטר Rock opera אופרת רוק Rock operas קטגוריה:אופרות רוק Rock ptarmigan שכווי השלג Rock sculpture of Decebalus דצ'באל Rock singers קטגוריה:זמרי רוק Rock songs by genre קטגוריה:שירי רוק לפי תת-סוגה Rock the Casbah רוק בקסבה Rock with You Rock with You Rock-a-Doodle תרנגול הרוקנרול Rock-hewn Churches of Ivanovo כנסיות איבאנובו Rock-paper-scissors אבן נייר ומספריים Rock-paper-scissors-lizard-Spock אבן-נייר-מספרים-לטאה-ספוק Rockabilly רוקבילי Rockabilly songs קטגוריה:שירי רוקבילי Rockall רוקול Rockbox Rockbox Rockefeller רוקפלר Rockefeller Center מרכז רוקפלר Rockefeller Museum מוזיאון רוקפלר Rockefeller Street Rockefeller Street Rockefeller University אוניברסיטת רוקפלר Rockefeller University faculty קטגוריה:סגל אוניברסיטת רוקפלר Rockefeller family משפחת רוקפלר Rockefeller family קטגוריה:משפחת רוקפלר Rocket רקטה Rocket Jets סילוני הטילים Rocket Power רוקט פאוור Rocket Raccoon רוקט ראקון Rocket Rods מטות הטילים Rocket artillery ארטילריה רקטית Rocket artillery קטגוריה:רקטות ארטילריות Rocket engine מנוע רקטי Rocket engines קטגוריה:מנוע רקטי Rocket mail דואר רקטי Rocket vessel ספינת רקטות Rocket weapons קטגוריה:רקטות Rocket-powered aircraft קטגוריה:מטוסים רקטיים Rocket-propelled grenade רקטה נגד טנקים Rocketdyne F-1 F-1 Rocketdyne H-1 H-1 Rocketdyne J-2 J-2 Rockfour רוקפור Rockfour albums קטגוריה:אלבומי רוקפור Rockhampton רוקהאמפטון Rocking Horse סוסעץ Rocking chair כיסא נדנדה Rocking horse סוס נדנדה Rocko's Modern Life החיים המודרניים של רוקו Rocks Rocks Rocks קטגוריה:סלעים Rockslide רוקסלייד Rockstar 101 Rockstar 101 Rockstar Games Rockstar Games Rocksteady רוקסטדי Rockwell רוקוול Rockwell B-1 Lancer B-1 לנסר Rockwell X-30 רוקוול X-30 Rockwell scale קשיות רוקוול Rockwell-MBB X-31 רוקוול-MBB X-31 Rocky רוקי Rocky Marciano רוקי מרציאנו Rocky Mountain National Park הפארק הלאומי הרי הרוקי Rocky Mountains הרי הרוקי Rocky Raccoon Rocky Raccoon Rococo רוקוקו Rocío Igarzábal רוסיו איגרסבל Rod מוט Rod Blagojevich רוד בלאגוייביץ' Rod Laver רוד לייבר Rod Steiger רוד סטייגר Rod Stewart רוד סטיוארט Rod Strachan רוד סטראצ'ן Rod Strickland רוד סטריקלנד Rod cell קנה Rod of Asclepius מטה אסקלפיוס Roda רודה Roda JC Kerkrade רודה Roda JC players קטגוריה:כדורגלני רודה Rodan רודן Roddick11 toronto2004.jpg תמונה:Roddick11 toronto2004.jpg Roddie Edmonds רודי אדמונדס Roddy Bottum רודי בוטום Roddy McDowall רודי מקדואל Roddy McEachrane רודי מקאיצ'ריין Rodef רודף Rodent מכרסמים Rodents קטגוריה:מכרסמים Rodents תבנית:מכרסמים Rodeo רודיאו Roderic רודריק Roderick MacKinnon רודריק מק'קינון Roderigo Lopez רודריגו לופז Rodgers Kola רוג'רס קולה Rodgers and Hammerstein רוג'רס והמרשטיין Rodgers and Hart רוג'רס והארט Rodica Mateescu רודיקה מאתייסקו Rodina מולדת Rodina מפלגת המולדת Rodinia רודיניה Rodion Malinovsky רודיון מלינובסקי Rodion Shchedrin רודיון שצ'דרין Rodney Boyd/Valladolid ויאדוליד Rodney Brooks רודני ברוקס Rodney Buford רודני ביופורד Rodney Dangerfield רודני דיינג'רפילד Rodney Fox רודני פוקס Rodney Hood רודני הוד Rodney Robert Porter רודני פורטר Rodney Stuckey רודני סטאקי Rodney White רודני וייט Rodolfo Arruabarrena רודולפו ארואברנה Rodolfo Bodipo רודולפו בודיפו Rodolfo Enrique Fogwill רודולפו פוגוויל Rodolfo Esteban Cardoso רודולפו קרדוסו Rodolfo Graziani רודולפו גרציאני Rodolphe Kreutzer רודולף קרויצר Rodolphus Agricola רודולף אגריקולה Rodong-1 נודונג-1 Rodos רודוס Rodrigo רודריגו מורנו Rodrigo Carazo Odio רודריגו קראסו אודיו Rodrigo Duterte רודריגו דוטרטה Rodrigo García רודריגו גרסיה Rodrigo Goldberg רודריגו גולדברג Rodrigo Leão רודריגו ליאאו Rodrigo Muñoz רודריגו מוניוס Rodrigo Palacio רודריגו פלאסיו Rodrigo Rojas DeNegri פרשת השרופים Rodrigo Santoro רודריגו סנטורו Rodrigo Taddei רודריגו טאדיי Rodrigo de la Serna רודריגו דה לה סרנה Rodrigue Beaubois רודריג בובואה Rodrigues רודריגז Rodrigues solitaire סוליטר רודריגז Rodriguez רודריגז Rodulfus Glaber רדולפוס גלאבר Roe ביצי דגים Roe קטגוריה:ביצי דגים Roe Wade פסק דין רו נגד וייד Roe deer אייל הכרמל Roebling Medal מדליית רובלינג Roee Rosen רועי רוזן Roei Beckel רועי בקל Roei Dayan רועי דיין Roei Gordana רועי גורדנה Roei Sadan רועי סדן Roei Shukrani רועי שוקרני Roei Yellin רועי ילין Roentgen רנטגן Roentgenium רנטגניום Roermond רורמונד Rofe רופא Rofecoxib רופקוקסיב Rogaining רוגיין Rogatchover Gaon יוסף רוזין Rogel Nachum רוגל נחום Roger Allam רוג'ר אלאם Roger Allers רוג'ר אלרס Roger Bacon רוג'ר בייקון Roger Bannister רוג'ר בניסטר Roger Belbéoch רוז'ה בלבאו Roger Bushell רוג'ר בושל Roger Casement רוג'ר קייסמנט Roger Corman רוג'ר קורמן Roger Crozier Saving Grace Award פרס רוג'ר קרוזייר Roger Daltrey רוג'ר דלטרי Roger Deakins רוג'ר דיקינס Roger Dean רוג'ר דין Roger Duvoisin רוז'ה דיוואזן Roger Désormière רוז'ה דזורמיה Roger Ebert רוג'ר איברט Roger Federer רוג'ר פדרר Roger Fenton רוג'ר פנטון Roger García Junyent רוג'ר גארסיה Roger Glover רוג'ר גלובר Roger Goodell רוג'ר גודל Roger Grimau רוג'ר גרימאו Roger Guerreiro רוג'ר גריירו Roger Guillemin רוז'ה גימן Roger Hargreaves רוג'ר הרגריבס Roger Hodgson רוג'ר הודג'סון Roger II of Sicily מלך סיציליה רוג'רו השני Roger Kingdom רוג'ר קינגדום Roger Kornberg רוג'ר דויד קורנברג Roger Lloyd-Pack רוג'ר לויד-פק Roger MacBride Allen רוג'ר מקברייד אלן Roger Martin du Gard רוז'ה מרטן די גאר Roger Mason Jr. רוג'ר מייסון ג'וניור Roger Milla רוז'ה מילה Roger Moore רוג'ר מור Roger Moorhouse רוג'ר מורהאוז Roger Myerson רוג'ר מאירסון Roger Norrington רוג'ר נורינגטון Roger Penrose רוג'ר פנרוז Roger Powell רוג'ר פאוול Roger Pyttel רוגר פיטל Roger Sessions רוג'ר סשנס Roger Spottiswoode רוג'ר ספוטיסווד Roger Taney רוג'ר טוני Roger Taylor רוג'ר טיילור Roger Tsien רוג'ר טסיין Roger Vadim רוז'ה ואדים Roger Vergé רוז'ה ורז'ה Roger Waters רוג'ר ווטרס Roger Whittaker רוג'ר ויטאקר Roger Wolcott Sperry רוג'ר וולקוט ספרי Roger Zelazny רוג'ר זילאזני Rogers רוג'רס Rogers Centre רוג'רס סנטר Rogers Plan תוכנית רוג'רס Rogge רוגה Rogier van der Weyden רוחיר ון דר ויידן Rogue חוצה את הקווים Rogue נוכל Rogue רוג Rogue One מלחמת הכוכבים: מורד מספר אחד Rogue River רוג Rogue River – Siskiyou National Forest היער הלאומי הנהר רוג – סיסקיו Rogue planet כוכב לכת תועה Rogue wave גל פרא Roguegeek/Articles/Honda S2000 הונדה S2000 Roh Moo-hyun רו מו היון Rohan רוהאן Rohatyn רוהאטין Rohingya people רוהינגיה Rohonc Codex קודקס רוהונץ Rohrbach District רוהרבאך Rohrbach in Oberösterreich רוהרבאך Rohtang Pass מעבר רוטאנג Roi Kahat רועי קהת Roi Klein רועי קליין Roi fainéant המלכים העצלים Roim Olam רואים עולם Rojava כורדיסטן הסורית Rojava קטגוריה:כורדיסטן הסורית Rojnor~enwiki user:rojnor Rokarudi/Sered' סרד Rokarudi/Workshop/Sered' סרד Rokarudi/Workshop/Szered סרד Rokas Stanulevičius רוקאס סטנולביצ'יוס Rokdim Im Kokhavim רוקדים עם כוכבים Rokdim Im Kokhavim participants קטגוריה:מתחרי רוקדים עם כוכבים Rokeach רוקח Roki Tunnel מנהרת רוקי Rokin רוקין Rokiškis רוקישקיס Rokiškis District Municipality רוקישקיס Roko Ukić רוקו אוקיץ' Roland Barthes רולאן בארת Roland Berger רולנד ברגר ייעוץ אסטרטגי Roland Burris רולנד בריס Roland Dumas רולאן דומא Roland Emmerich רולנד אמריך Roland Freisler רולנד פרייזלר Roland Garros רולאן גארוס Roland Garros Airport נמל התעופה ראוניון רולאן גארוס Roland Georges Garros רולאן גארוס Roland Huntford רולנד האנטפורד Roland Matthes רולנד מאתס Roland Ratzenberger רולנד רצנברגר Roland Schoeman רולנד סקומן Roland Smith רולנד סמית Roland Wohlfarth רולאנד וולפארט Roland de Vaux רולאן דה וו RolandR user:RolandR Rolanda Chagrin רולנדה שגרן Rolandas Paksas רולנדס פקסס Rolandic epilepsy אפילפסיה רולנדית שפירה Rolando רולאנדו Rolando Blackman רולנדו בלאקמן Rolando Illa רולנדו אילה Rolando Villazón רולנדו ויאסון Role of Christianity in civilization תפקידה של הכנסייה הקתולית בתרבות המערבית Role of music in World War II שירי מלחמת העולם השנייה Role-playing game משחק תפקידים Role-playing games קטגוריה:משחקי תפקידים Role-playing video game משחק תפקידים ממוחשב Role-playing video games קטגוריה:משחקי תפקידים ממוחשבים Rolex רולקס Rolf Friedemann Pauls רולף פאולס Rolf Hochhuth רולף הוכהוט Rolf Maximilian Sievert רולף סיוורט Rolf Schock Prize laureates קטגוריה:זוכי פרס רולף שוק Rolf Schock Prizes פרס רולף שוק Rolfing רולפינג Roll Up Roll Up Roll-on/roll-off אוניית גל-נוע Rolle's theorem משפט רול Rolleiflex רוליפלקס Roller כחליים Roller מעגילה Roller coaster רכבת הרים Roller coasters קטגוריה:רכבות הרים Roller derby רולר דרבי Roller hockey הוקי גלגיליות Roller in-line hockey הוקי רולר Roller skating גלגיליות RollerCoaster Tycoon RollerCoaster Tycoon Rolling ערגול Rolling Papers Rolling Papers Rolling Stone רולינג סטון Rolling Stone's 500 Greatest Albums of All Time 500 האלבומים הגדולים בכל הזמנים Rolling Stone's 500 Greatest Songs of All Time 500 השירים הגדולים בכל הזמנים Rolling in the Deep Rolling in the Deep Rolling pin מערוך Rolling shutter Rolling shutter Rolling stock קטגוריה:ציוד רכבות נייד Rollins רולינס Rollmops רולמופס Rollo רולו מנורמנדי Rollo Armstrong רולו ארמסטרונג Rollo May רולו מיי Rolls-Royce Armoured Car שריונית רולס-רויס Rolls-Royce Motor Cars רולס-רויס Roloway monkey גנון רולוואי Roly-poly toy נחום תקום Rom רום Roma רומא Roma Termini railway station תחנת רומא טרמיני Romain Gary רומן גארי Romain Mesnil רומן מניל Romain Rocchi רומאן רוקי Romain Rolland רומן רולן Romain Sato רומיין סאטו Romaine משתמש:Romaine Romaine Brooks רומיין ברוקס Roman רומן Roman תבנית:מספר רומי Roman Abramovich רומן אברמוביץ' Roman Adamov רומן אדמוב Roman Atwood רומן אטווד Roman Baths המרחצאות הרומיים של באת' Roman Berezovsky רומן ברזובסקי Roman Brener רומן ברנר Roman Britain בריטניה Roman Bronfman רומן ברונפמן Roman Bürki רומן בירקי Roman Candle Roman Candle Roman Catholic Archdiocese of Malta הארכיבישופות הקתולית של מלטה Roman Catholic Church קטגוריה:נצרות קתולית Roman Catholic Church Councils קטגוריה:ועידות כנסייתיות Roman Catholic cardinals קטגוריה:חשמנים Roman Catholic universities and colleges קטגוריה:אוניברסיטאות קתוליות Roman Charity חסד רומי Roman Curia הקוריה הרומאית Roman Dmowski רומן דמובסקי Roman Dzindzichashvili רומן ג'ינג'יחאשווילי Roman Emperors תבנית:קיסרי רומי Roman Empire האימפריה הרומית Roman Empire ספר:הקיסרות הרומית Roman Empire קטגוריה:האימפריה הרומית Roman Empire sculptures קטגוריה:פיסול רומי Roman Eremenko רומן יריומנקו Roman Forum פורום רומאנום Roman Forum קטגוריה:הפורום Roman Frister רומן פריסטר Roman Ghetto גטו רומא Roman Ghirshman רומן גירשמן Roman Greece יוון תחת שלטון רומא Roman Greenberg רומן גרינברג Roman Haubenstock-Ramati רומן האובנשטוק-רמתי Roman Herzog רומן הרצוג Roman Holiday חופשה ברומא Roman Hubník רומן הובניק Roman I of Moldavia שליט מולדובה רומן הראשון Roman Jakobson רומאן יאקובסון Roman Kantor רומן קנטור Roman Katsman רומן כצמן Roman Kingdom המלוכה הרומית Roman Kingdom קטגוריה:המלוכה הרומית Roman Krasnovsky רומן קרסנובסקי Roman Malinovsky רומן מלינובסקי Roman Neustädter רומן נוישטדטר Roman Opałka רומן אופלקה Roman Pavlyuchenko רומן פבליוצ'נקו Roman Pets רומן פץ Roman Polanski רומן פולנסקי Roman Republic הרפובליקה הרומית Roman Republic קטגוריה:הרפובליקה הרומית Roman Republican civil wars קטגוריה:מלחמות האזרחים ברפובליקה הרומית Roman Republican consuls קטגוריה:קונסולים ברפובליקה הרומית Roman Rite פולחן רומי Roman Rudenko רומן רודנקו Roman School האסכולה הרומאית Roman Senate הסנאט הרומי Roman Shirokov רומן שירוקוב Roman Theatre at Palmyra התיאטרון הרומי בתדמור Roman Theatre of Orange התיאטרון הרומי העתיק של אורנז' Roman Totenberg רומן טוטנברג Roman Vishniac רומן וישניאק Roman Weidenfeller רומן וידנפלר Roman army הצבא הרומי Roman army of the mid-Republic הצבא הרומי בתקופת הרפובליקה התיכונה Roman assemblies אספות העם ברומא העתיקה Roman calendar לוח השנה הרומי Roman censor קנסור Roman civil wars מלחמות האזרחים ברפובליקה הרומית Roman concrete אופוס קמנטיקיום Roman consul קונסול Roman consuls קטגוריה:קונסולים ברומא העתיקה Roman de la Rose רומן הוורד Roman dictator דיקטטור Roman emperors קטגוריה:קיסרי רומא Roman generals קטגוריה:מצביאים רומיים Roman gladiators קטגוריה:גלדיאטורים Roman goddesses קטגוריה:אלות רומיות Roman gods קטגוריה:אלים רומיים Roman governors of Judea קטגוריה:נציבים רומאים ביהודה Roman law המשפט הרומי Roman law קטגוריה:רומא העתיקה: חוק ומשפט Roman legion לגיון Roman legions קטגוריה:לגיונות רומיים Roman magistrate מגיסטראט Roman military decorations and punishments עיטורי הצבא הרומי Roman military diploma דיפלומה צבאית רומית Roman military personal equipment כלי נשק בצבא הרומי Roman mythology מיתולוגיה רומית Roman mythology קטגוריה:מיתולוגיה רומית Roman naming conventions שם רומאי Roman navy הצי הרומי Roman numerals ספרות רומיות Roman of Bulgaria רומאן Roman province פרובינקיה רומית Roman provinces AD 117 תבנית:פרובינקיות רומיות Roman religion תבנית:המיתולוגיה הרומית Roman roads הדרכים ברומא העתיקה Roman roads קטגוריה:דרכים ברומא העתיקה Roman sculpture פיסול רומי Roman sites קטגוריה:אתרים ארכאולוגיים רומיים Roman sites in Israel קטגוריה:אתרים רומיים בארץ ישראל Roman towns and cities in Jordan קטגוריה:ירדן: ערים רומיות Roman triumph טריומף Roman walls of Lugo החומות הרומיות בלוגו Roman à clef רומן מפתח Roman Šebrle רומן שברלה Roman-era Jews קטגוריה:יהודי תקופת בית שני Roman-era philosophers קטגוריה:פילוסופים רומאים Roman-era poets קטגוריה:משוררים רומיים Romance אהבה רומנטית Romance רומנסה Romance film סרט רומנטי Romance films קטגוריה:סרטים רומנטיים Romance films by genre קטגוריה:סרטים רומנטיים לפי סוגה Romance languages קטגוריה:שפות רומאניות Romance languages שפות רומאניות Romance novel רומן רומנטי Romance scam עוולת התרמית Romanesca רומנסקה Romanesque architecture אדריכלות רומנסקית Romanesque art אמנות רומנסקית Romanesque art קטגוריה:אמנות רומנסקית Romani קטגוריה:צוענים Romani רומני Romani ambush מארב הקומנדו המצרי ברומני Romani language רומאני Romani music קטגוריה:מוזיקה צוענית Romani people צוענים Romania קטגוריה:רומניה Romania רומניה Romania Arad ארד Romania Arad קטגוריה:ארד Romania Davis Cup team נבחרת גביע דייוויס של רומניה Romania Roman רומאן Romania at the Olympics רומניה במשחקים האולימפיים Romania at the Paralympics רומניה במשחקים הפאראלימפיים Romania during World War I רומניה במלחמת העולם הראשונה Romania in World War I קטגוריה:רומניה במלחמת העולם הראשונה Romania in World War II קטגוריה:רומניה במלחמת העולם השנייה Romania in the Eurovision Song Contest רומניה באירוויזיון Romania international footballers קטגוריה:כדורגלני נבחרת רומניה Romania location map templates קטגוריה:תבניות מיפוי לפי מדינות: רומניה Romania national basketball team נבחרת רומניה בכדורסל Romania national football team נבחרת רומניה בכדורגל Romania national football team navigational boxes קטגוריה:סגלי נבחרת רומניה בכדורגל Romania squad 1994 FIFA World Cup תבנית:נבחרת רומניה במונדיאל 1994 Romania squad 1998 FIFA World Cup תבנית:נבחרת רומניה במונדיאל 1998 Romania squad UEFA Euro 1996 תבנית:נבחרת רומניה יורו 1996 Romania squad UEFA Euro 2000 תבנית:נבחרת רומניה יורו 2000 Romania squad UEFA Euro 2008 תבנית:נבחרת רומניה יורו 2008 Romania squad UEFA Euro 2016 תבנית:נבחרת רומניה ביורו 2016 Romania stubs קטגוריה:קצרמר רומניה Romania templates קטגוריה:תבניות ניווט - רומניה Romanian Academy האקדמיה הרומנית Romanian Academy קטגוריה:האקדמיה הרומנית Romanian Air Force חיל האוויר הרומני Romanian Armed Forces רומניה#צבא וביטחון Romanian Basketball Cup הגביע הרומני בכדורסל Romanian Bridgehead ראש הגשר הרומני Romanian Communist Party המפלגה הקומוניסטית הרומנית Romanian Cyrillic alphabet האלפבית הקירילי הרומני Romanian Freemasons קטגוריה:רומנים חברי הבונים החופשיים Romanian Greek-Catholic Church הכנסייה היוונית-קתולית הרומנית Romanian Jews קטגוריה:יהודים רומנים Romanian Ministers of Defence קטגוריה:שרי ההגנה של רומניה Romanian Ministers of Education קטגוריה:שרי החינוך של רומניה Romanian Ministers of Foreign Affairs קטגוריה:שרי החוץ של רומניה Romanian Ministers of Justice קטגוריה:שרי המשפטים של רומניה Romanian Old Kingdom הרגאט Romanian People's Salvation Cathedral קתדרלת הישועה של העם הרומני Romanian People's Tribunals בית הדין העממי Romanian Revolution המהפכה הרומנית Romanian Righteous Among the Nations קטגוריה:רומנים חסידי אומות העולם Romanian Television הטלוויזיה הרומנית Romanian Wikipedia ויקיפדיה הרומנית Romanian actors קטגוריה:שחקני קולנוע וטלוויזיה רומנים Romanian anarchists קטגוריה:אנרכיסטים רומנים Romanian artists קטגוריה:אמנים רומנים Romanian athletes קטגוריה:אתלטים רומנים Romanian bankers קטגוריה:בנקאים רומנים Romanian basketball players קטגוריה:כדורסלנים רומנים Romanian boxers קטגוריה:מתאגרפים רומנים Romanian boyar families קטגוריה:בויארים רומנים Romanian businesspeople קטגוריה:אנשי עסקים רומנים Romanian cheeses קטגוריה:גבינות רומניות Romanian chess players קטגוריה:שחמטאים רומנים Romanian comedians קטגוריה:קומיקאים רומנים Romanian communists קטגוריה:קומוניסטים רומנים Romanian composers קטגוריה:מלחינים רומנים Romanian conductors קטגוריה:מנצחים רומנים Romanian criminals קטגוריה:מורשעים בדין ברומניה Romanian cuisine המטבח הרומני Romanian cuisine קטגוריה:המטבח הרומני Romanian culture קטגוריה:רומניה: תרבות Romanian diplomats קטגוריה:דיפלומטים רומנים Romanian dissidents קטגוריה:מורשעים בעבירות על רקע אידאולוגי ברומניה Romanian dramatists and playwrights קטגוריה:מחזאים רומנים Romanian educators קטגוריה:אנשי חינוך רומנים Romanian engineers קטגוריה:מהנדסים רומנים Romanian explorers קטגוריה:מגלי ארצות רומנים Romanian female artistic gymnasts קטגוריה:מתעמלות רומניות Romanian film directors קטגוריה:במאי קולנוע רומנים Romanian folklore קטגוריה:פולקלור רומני Romanian football managers קטגוריה:מאמני כדורגל רומנים Romanian footballers קטגוריה:כדורגלנים רומנים Romanian geographers קטגוריה:גאוגרפים רומנים Romanian historians קטגוריה:היסטוריונים רומנים Romanian historical regions תבנית:רומניה אזורים היסטוריים Romanian industrialists קטגוריה:תעשיינים רומנים Romanian journalists קטגוריה:עיתונאים רומנים Romanian jurists קטגוריה:משפטנים רומנים Romanian language קטגוריה:רומנית Romanian language רומנית Romanian law קטגוריה:רומניה: חוק ומשפט Romanian leu לאו רומני Romanian literary critics קטגוריה:מבקרי ספרות רומנים Romanian literature ספרות רומנית Romanian literature קטגוריה:ספרות רומנית Romanian magazines קטגוריה:רומניה: כתבי עת Romanian mathematicians קטגוריה:מתמטיקאים רומנים Romanian military personnel קטגוריה:אנשי צבא רומנים Romanian military personnel of World War I קטגוריה:אנשי צבא רומנים במלחמת העולם הראשונה Romanian monarchs קטגוריה:משפחת המלוכה הרומנית Romanian music קטגוריה:מוזיקה רומנית Romanian music educators קטגוריה:מורים למוזיקה רומנים Romanian musicians קטגוריה:מוזיקאים רומנים Romanian mythology קטגוריה:מיתולוגיה רומנית Romanian newspaper editors קטגוריה:עורכי עיתונים רומנים Romanian nobility קטגוריה:אצולה רומנית Romanian opinion journalists קטגוריה:פובליציסטים רומנים Romanian painters קטגוריה:ציירים רומנים Romanian people קטגוריה:רומנים Romanian people by occupation קטגוריה:רומנים לפי מקצוע Romanian people convicted of war crimes קטגוריה:פושעי מלחמה רומנים Romanian people of World War I קטגוריה:רומנים במלחמת העולם הראשונה Romanian people of World War II קטגוריה:רומנים במלחמת העולם השנייה Romanian philanthropists קטגוריה:נדבנים רומנים Romanian philosophers קטגוריה:פילוסופים רומנים Romanian phonology פונולוגיה רומנית Romanian photographers קטגוריה:צלמים רומנים Romanian physicians קטגוריה:רופאים רומנים Romanian pianists קטגוריה:פסנתרנים רומנים Romanian poets קטגוריה:משוררים רומנים Romanian politicians קטגוריה:פוליטיקאים רומנים Romanian psychologists קטגוריה:פסיכולוגים רומנים Romanian rabbis קטגוריה:רבנים רומנים Romanian religious leaders קטגוריה:אנשי דת רומנים Romanian revolutionaries קטגוריה:מהפכנים רומנים Romanian royalty קטגוריה:שליטים רומנים Romanian science fiction writers קטגוריה:סופרי מדע בדיוני רומנים Romanian scientists קטגוריה:מדענים רומנים Romanian sculptors קטגוריה:פסלים רומנים Romanian singers קטגוריה:זמרים רומנים Romanian sociologists קטגוריה:סוציולוגים רומנים Romanian sportspeople קטגוריה:ספורטאים רומנים Romanian stage actors קטגוריה:שחקני תיאטרון רומנים Romanian swimmers קטגוריה:שחיינים רומנים Romanian tennis players קטגוריה:טניסאים רומנים Romanian theatre directors קטגוריה:במאי תיאטרון רומנים Romanian traditions קטגוריה:מנהגים רומניים Romanian translators קטגוריה:מתרגמים רומנים Romanian violinists קטגוריה:כנרים רומנים Romanian wine קטגוריה:יינות רומניים Romanian words and phrases קטגוריה:מילים וביטויים ברומנית Romanian writers קטגוריה:סופרים רומנים Romanian-language films קטגוריה:סרטים ברומנית Romanian-language surnames קטגוריה:משפחות רומניות Romanians רומנים Romaniote Jews רומניוטים Romanization of Hebrew ליטון של עברית Romanization of Japanese רומאג'י Romano רומנו Romano Prodi רומנו פרודי Romano-Germanic Museum המוזיאון הרומי-גרמאני Romanos IV Diogenes קיסר האימפריה הביזנטית רומאנוס הרביעי דיוגנס Romansh language רומאנש Romantic Road הדרך הרומנטית Romantic comedy film קומדיה רומנטית Romantic comedy films קטגוריה:סרטי קומדיה רומנטית Romantic composers קטגוריה:מלחינים מהתקופה הרומנטית Romantic drama films קטגוריה:סרטי דרמה רומנטית Romantic guitar גיטרה רומנטית Romantic music המוזיקה הקלאסית בתקופה הרומנטית Romantic painters קטגוריה:אמני הרומנטיקה Romanticism קטגוריה:רומנטיקה Romanticism רומנטיקה Romanée-Conti רומאנה קונטי Roman–Latin wars המלחמה הלטינית Roman–Seleucid War מלחמת אנטיוכוס Romberg's test מבחן רומברג Rome פורטל:רומא Rome קטגוריה:רומא Rome רומא Rome רומי Rome I Monti קטגוריה:מונטי Rome II Trevi קטגוריה:טרווי Rome III Colonna קטגוריה:קולונה Rome IV Campo Marzio קטגוריה:קמפו מרציו Rome IX Pigna קטגוריה:פיניה Rome Pantheon הפנתאון ברומא Rome San Saba סן סבא Rome Sant'Angelo סנטאנג'לו Rome Statute of the International Criminal Court אמנת רומא Rome V Ponte קטגוריה:פונטה Rome VI Parione קטגוריה:פאריונה Rome VII Regola קטגוריה:רגולה Rome VIII Sant'Eustachio קטגוריה:סנט'אאוסטאקיו Rome X Campitelli קטגוריה:קמפיטלי Rome XI Sant'Angelo קטגוריה:סנטאנג'לו Rome XII Ripa קטגוריה:ריפה Rome XIII Trastevere קטגוריה:טרסטוורה Rome XIV Borgo קטגוריה:בורגו Rome XIX Celio קטגוריה:צ'ליו Rome XV Esquilino קטגוריה:אסקווילינו Rome XVI Ludovisi קטגוריה:לודוויזי Rome XVII Sallustiano קטגוריה:סאלוסטיאנו Rome XVIII Castro Pretorio קטגוריה:קאסטרו פרטוריו Rome XX Testaccio קטגוריה:טסטאצ'יו Rome XXI San Saba קטגוריה:סן סבא Rome: Total War רומא: מלחמה טוטאלית Romelu Lukaku רומלו לוקאקו Romema רוממה Romema Arena היכל הספורט רענן כץ Romeo רומיאו Romeo + Juliet רומיאו וג'ולייט Romeo Antoniazzi רומיאו אנטוניאצי Romeo Miller רומיאו מילר Romeo and Juliet Romeo and Juliet Romeo and Juliet רומאו ויוליה Romeo and Juliet רומיאו ויוליה Romeo! רומיאו! Romer רומר Romero רומרו Romero Britto רומרו בריטו Romi Goldmuntz רומי גולדמינץ Romina Gaetani רומינה גאטני Romina Power רומינה פאוור Romina Yan רומינה ז'אן Romiplostim אנפלייט Romm publishing house דפוס ראם Romny רומני Romola רומולה Romola Garai רומולה גראי Romulan רומולאנים Romulans קטגוריה:מסע בין כוכבים - רומולאנים Romulus Augustulus רומולוס אוגוסטולוס Romulus and Remus רמוס ורומולוס Romy Schneider רומי שניידר Romy and Michele's High School Reunion רומי ומישל - פגישת מחזור Romà Forns רומה פורנס Romário רומאריו Romário Pires רומאריו פירס România Literară רומניה ספרותית România Mare רומניה מארה Ron Aharoni רון אהרוני Ron Arad רון ארד Ron Ben-Israel רון בן-ישראל Ron Ben-Yishai רון בן ישי Ron Bolotin רון בולוטין Ron Carter רון קרטר Ron Clarke רון קלארק Ron Cook רון קוק Ron Dermer רון דרמר Ron Dunlap רון דאנלופ Ron Eldard רון אלדרד Ron Geesin רון גיסין Ron Grainer רון גריינר Ron Haddrick רון האדריק Ron Harper רון הארפר Ron Howard רון הווארד Ron Huldai רון חולדאי Ron Jeremy רון ג'רמי Ron Johnson רון ג'ונסון Ron Klein רון קליין Ron Leibman רון ליבמן Ron Leshem רון לשם Ron Lewis רון לואיס Ron Livingston רון ליווינגסטון Ron McGovney רון מק'גובני Ron Moody רון מודי Ron Nachman רון נחמן Ron Nessen רון ניסן Ron Paul רון פול Ron Perlman רון פרלמן Ron Pinter רון פינטר Ron Prosor רון פרושאור Ron Pundak רון פונדק Ron Rifkin רון ריפקין Ron Rivest רונלד ריבסט Ron Shoval רון שובל Ron Shulamit Conservatory קונסרבטוריון רון שולמית Ron Silver רון סילבר Ron Vlaar רון פלאר Ron Weasley רון ויזלי Ron Williamson רון ויליאמסון Ron Wyatt רון ויאט Ron Wyden רון ויידן Ron Yosef רון יוסף Ron-Robert Zieler רון-רוברט צילר Rona Kenan רונה קינן Rona Nishliu רונה נישליו Ronald Coase רונלד קוז Ronald DePinho רונלד דה פיניו Ronald Dupree רונלד דופרי Ronald Dworkin רונלד דבורקין Ronald Fairbairn רונלד פיירברן Ronald Fisher רונלד פישר Ronald Gene Simmons רונלד ג'ין סימונס Ronald Harwood רונלד הארווד Ronald Koeman רונאלד קומאן Ronald Lauder רון לאודר Ronald Moore רונלד מור Ronald Mourad Cohen רונלד כהן Ronald Murray רונלד מארי Ronald Numbers רונלד נמברס Ronald Pelton רונלד פלטון Ronald Pickup רונלד פיקאפ Ronald Raldes רונלד ראלדס Ronald Reagan קטגוריה:רונלד רייגן Ronald Reagan רונלד רייגן Ronald Reagan Building and International Trade Center בניין רונלד רייגן Ronald Reagan Day יום רונלד רייגן Ronald Reagan Washington National Airport נמל התעופה רונלד רייגן וושינגטון נשיונל Ronald Ross רונלד רוס Ronald Storrs רונלד סטורס Ronald Syme רונלד סיים Ronald Venetiaan רונלד ונטיאן Ronald Wayne רונלד ויין Ronald de Boer רונאלד דה בור Ronaldinho רונאלדיניו Ronaldo רונאלדו Ronaldsay רונלדסיי Ronan the Accuser רונאן המאשים Ronda רונדה Ronda Rousey רונדה ראוזי Rondeau רונדל Rondel dagger רונדל Rondevlei Nature Reserve שמורת הטבע רונדווליי Rondo רונדו Rondônia קטגוריה:רונדוניה Rondônia רונדוניה Ronee Blakley רוני בלקלי Ronen רונן Ronen Altman Kaydar רונן אלטמן קידר Ronen Bergman רונן ברגמן Ronen Ginzburg רונן גינזבורג Ronen Harazi רונן חרזי Ronen Hoffman רונן הופמן Ronen Shoval רונן שובל Ronen Tzur רונן צור Rongorongo רונגו-רונגו Roni Alsheikh רוני אלשיך Roni Bar-On רוני בר-און Roni Brizon רוני בריזון Roni Dalumi רוני דלומי Roni Duani רוני דואני Roni Milo רוני מילוא Roni Porokara רוני פורוקארה Roni Shuruk רוני שורוק Ronia the Robber's Daughter רוניה בת השודד Ronin רונין Ronit Elkabetz רונית אלקבץ Ronit Matalon רונית מטלון Ronit Tirosh רונית תירוש Ronitt Rubinfeld רונית רובינפלד Ronnie Barker רוני בארקר Ronnie Brewer רוני ברואר Ronnie Calderon רוני קלדרון Ronnie Coleman רוני קולמן Ronnie Corbett רוני קורבט Ronnie Gafney רוני גפני Ronnie James Dio רוני ג'יימס דיו Ronnie Kasrils רוני קסריל Ronnie Leibowitz רוני ליבוביץ Ronnie Moran רוני מוראן Ronnie O'Sullivan רוני אוסליבן Ronnie Rooke רוני רוק Ronnie Schwartz רוני שוורץ Ronnie Vannucci Jr. רוני ונוצ'י ג'וניור Ronnie Wood רון ווד Ronny Awat רוני אוואט Ronny Heberson Furtado de Araújo רוני הברסון פורטדו דה אראוז'ו Ronny Lev-Or משתמש:Ronny Lev-Or Ronny Levy רוני לוי Ronny Reich רוני רייך Ronny Rosenthal רוני רוזנטל Ronny Someck רוני סומק Ronny Turiaf רוני טוריאף Ronwilliamson.JPG תמונה:Ronwilliamson.JPG Rony Kluger רוני קלוגר Rony Oren רוני אורן Roo רו הקנגורו Rood screen מסך בית המקהלה Roof גג Roof knocking הקש בגג Roof tiles רעף Rooibos רויבוש Rook עורב מזרע Rook צריח Rookery Building בניין רוקרי Rookie רוקי Room חדר Room 101 חדר 101 Room 13 International חדר 13 Room 40 חדר 40 Room at the Top מקום בצמרת Room on Fire cover.jpg תמונה:Strokesalbum.jpg Room on the 3rd Floor Room on the 3rd Floor Room temperature טמפרטורת החדר Rooms קטגוריה:חדרים Rooms in the White House קטגוריה:הבית הלבן: אגפים וחדרים Rooney רוני Rooney Mara רוני מארה Roosevelt רוזוולט Roosevelt Island האי רוזוולט Roosevelt Island רוזוולט Roosevelt Island Bridge גשר האי רוזוולט Roosevelt Room חדר רוזוולט Roosevelt family קטגוריה:משפחת רוזוולט Root שורש Root Down Root Down Root beer בירת שורשים Root canal טיפול שורש Root directory תיקיית שורש Root mean square שורש ממוצע הריבועים Root of unity שורש יחידה Root-finding algorithms קטגוריה:שיטות למציאת שורשים של פונקציות Root-raised-cosine filter מסנן Root-raised-cosine Rooting רוט Rootkit Rootkit Rootless cosmopolitan המאבק נגד קוסמופוליטיות Roots שורשים Roots to Branches Roots to Branches Ropczyce רופשיץ Rope החבל Rope חבל Rope splicing איחוי קליעה Ropinirole רופינירול Ropshitz חסידות רופשיץ Roque Júnior רוקה ג'וניור Roque Santa Cruz רוקה סנטה קרוס Roquefort רוקפור Roquefort-sur-Soulzon רוקפור-סור-סולזון Roraima קטגוריה:רוריימה Roraima רוריימה Roraima Boa Vista בואה ויסטה Rorqual לווייתני ענק Rorschach רורשאך Rorschach test מבחן כתמי הדיו של רורשאך Rory Cochrane רורי קוקריין Rory Gallagher רורי גלאגר Rory Kinnear רורי קיניר Rory McCann רורי מק'קאן Rory O'Connor רורי או'קונור Rosa Giacinta Badalla רוזה ג'אצ'ינטה באדאלה Rosa Luxemburg רוזה לוקסמבורג Rosa Parks רוזה פארקס Rosa Parks Day יום רוזה פארקס Rosa Ponselle רוזה פונסל Rosa Welt-Straus רוזה וולט-שטראוס Rosa canina ורד הכלב Rosabeth Moss Kanter רוזאבת' מוס קאנטר Rosaceae ורדיים Rosaceae קטגוריה:ורדיים Rosales ורדנאים Rosales קטגוריה:ורדנאים Rosalia Lombardo רוזליה לומברדו Rosalind רוזלינד Rosalind Chao רוזלינד צ'או Rosalind Franklin רוזלינד פרנקלין Rosalind Krauss רוזלינד קראוס Rosalind Russell רוזלינד ראסל Rosalyn Sussman Yalow רוזלין זוסמן יאלו Rosalyn Tureck רוזלין טורק Rosalynn Carter רוזלין קרטר Rosamund Pike רוזמונד פייק Rosamunde Pilcher רוזמונד פילצ'ר Rosanna Arquette רוזנה ארקט Rosario Castellanos רוסריו קסטיאנוס Rosario Central רוסאריו סנטראל Rosario Central footballers קטגוריה:כדורגלני רוסאריו סנטראל Rosario Central managers קטגוריה:מאמני רוסאריו סנטראל Rosario Dawson רוזריו דוסון Rosario Flores רוסריו פלורס Rosario Salazar רוזאריו סלזר Rosarita Tawil רוזריטה טוויל Rosary תפילת המחרוזת Rosatom רוסאטום Roscelese/Ilana Hammerman אילנה המרמן Roscoe Arbuckle רוסקו ארבוקל Roscoff רוסקוף Roscosmos State Corporation רוסקוסמוס Rose ורד Rose רוז Rose שושנה Rose Ausländer רוזה אוסלנדר Rose Bird רוז בירד Rose Byrne רוז ביירן Rose Cleveland רוז קליבלנד Rose Fostanes רוז פוסטאנס Rose Garden גן הוורדים Rose Kennedy רוז קנדי Rose Leslie רוז לזלי Rose Madder רוז מאדר Rose Marie רוז מארי Rose McGowan רוז מק'גוון Rose Peltesohn רוזה פלטסון Rose Rand רוז ראנד Rose Revolution מהפכת הוורדים Rose Sélavy? Why Not Sneeze מדוע לא תתעטשי רוז סלאווי? Rose Tower מגדל הוורד Rose Tremain רוז טרמיין Rose Troche רוז טרוש Rose oil שמן ורדים Rose water מי ורדים Rose window רוזטה Rose-ringed parakeet דררת קרמר Roseanne רוזאן Roseanne Barr רוזאן בר Roseate spoonbill כפן ורוד Roseau רוזו Rosebud רוזבאד Roseli de Belo רוזלי דה בלו Rosemarie Ackermann רוזמרי אקרמן Rosemarie DeWitt רוזמרי דה ויט Rosemarie Gabriel רוזמרי קותר Rosemary רוזמרין רפואי Rosemary Ashe רוזמרי אש Rosemary Clooney רוזמרי קלוני Rosemary Harris רוזמרי האריס Rosemary Leach רוזמרי ליץ' Rosemary's Baby תינוקה של רוזמרי Rosen רוזן Rosen Plevneliev רוסן פלבנלייב Rosenbaum רוזנבאום Rosenberg רוזנברג Rosenblum רוזנבלום Rosenborg BK רוזנבורג Rosenborg BK players קטגוריה:כדורגלני רוזנבורג Rosenbrock function פונקציית רוזנברוק Rosencrantz and Guildenstern Are Dead רוזנקרנץ וגילדנשטרן מתים Rosenfeld רוזנפלד Rosenhan experiment הניסוי של רוזנהאן Rosenkranz רוזנקרנץ Rosenlaui Glacier רוזנלאוי Rosenstrasse protest מחאת רוזנשטראסה Rosenthal רוזנטל Rosetta רוזטה Rosetta רשיד Rosetta Stone אבן רוזטה Rosetta@home Rosetta@home Rosfinmonitoring השירות הפדרלי לפיקוח פיננסי של רוסיה Rosh Chodesh ראש חודש Rosh HaAyin ראש העין Rosh HaAyin North Railway Station תחנת הרכבת ראש העין צפון Rosh HaAyin springs מעיינות ראש העין Rosh HaNikra ראש הנקרה Rosh HaNikra Crossing מעבר ראש הנקרה Rosh HaNikra grottoes ראש הנקרה Rosh Hanikra Islands איי ראש הנקרה Rosh Hashanah מסכת ראש השנה Rosh Hashanah קטגוריה:ראש השנה Rosh Hashanah ראש השנה Rosh Hashanah seder סדר ליל ראש השנה Rosh Pina Airport שדה התעופה ראש פינה Rosh Pinah ראש פינה Rosh Pinna ראש פינה Rosh Tzurim ראש צורים Rosh yeshiva ראש ישיבה Rosh yeshivas קטגוריה:ראשי ישיבות Roshan Seth רושאן סת Roshaniyya רושאניה Rosicrucianism מסדר צלב הוורד Rosie Huntington-Whiteley רוזי הנטינגטון-ויטלי Rosie Marcel רוזי מרסל Rosie O'Donnell רוזי אודונל Rosie Perez רוזי פרז Rosie Ruiz רוזי רואיז Rosie the Riveter רוזי המסמררת Rosiglitazone רוזיגליטזון Rosika Schwimmer רוזיקה שווימר Rosina Lippi רוזינה ליפי Rosine Sori-Coulibaly רוזין סורי-קוליבאלי Roskilde Cathedral קתדרלת רוסקילדה Roslavl רוסלאבל Roslund/Hellström רוסלונד והלסטרום Rosman רוסמן Rosmersholm רוסמרהולם Rosmerta רוזמרטה Rosmoran/navigation sandbox/proposed LD nav box תבנית:יהדות Rosneft רוסנפט Rosner רוזנר Rosoboronexport התאגיד הממלכתי לייצוא נשק Rosoideae Rosoideae Ross רוס Ross 154 רוס 154 Ross Barkley רוס ברקלי Ross Barnett רוס בארנט Ross Bleckner רוס בלקנר Ross Dependency קטגוריה:שטח חסות רוס Ross Dependency שטח חסות רוס Ross Geller רוס גלר Ross Ice Shelf מדף הקרח רוס Ross Island רוס Ross Lynch רוס לינץ' Ross Macdonald רוס מקדונלד Ross Perot רוס פרו Ross Sea ים רוס Ross Sea party 1914–16 קבוצת ים רוס Ross rifle רובה רוס Ross seal כלב ים רוס Ross' π lemma בקרה אופטימלית Ross's goose אווז רוס Ross's gull שחף רוס Ross's turaco טוראקו רוס Rossa רוסה Rossetti רוסטי Rossi רוסי Rossiya Airlines רוסייה Rossiya Hotel מלון רוסיה Rossi–Forel scale סולם רוסי-פורל Rossy de Palma רוסי דה פלמה Rostam רוסטם Rostam Bastuni רוסתם בסתוני Rostam Batmanglij רוסטאם באטמנגליג' Rostock רוסטוק Rostov רוסטוב Rostov Oblast קטגוריה:מחוז רוסטוב Rostov Oblast רוסטוב Rostov-on-Don קטגוריה:רוסטוב על הדון Rostov-on-Don רוסטוב על הדון Roswell רוזוול Roswell Flower רוזוול פלאוור Roswell UFO incident תקרית רוזוול Rosy-faced lovebird הבני ורוד פנים Rosé Quartet רביעיית רוזה Rot-Weiss Essen players קטגוריה:כדורגלני רוט-וייס אסן Rot-Weiß Oberhausen players קטגוריה:כדורגלני רוט-וייס אוברהאוזן Rotameter רוטמטר Rotary International קטגוריה:רוטרי Rotary International רוטרי Rotary encoder אנקודר Rotary engine מנוע סיבובי Rotary printing press דפוס צילינדר Rotary variable differential transformer חיישן מרחק סיבובי RotaryJoe/Richard Miller ראש לימבו Rotating bolt בריח מסתובב Rotation רוטציה Rotation group SO(3) חבורת הסיבוב Rotation matrix מטריצת סיבוב Rotation period זמן סיבוב עצמי Rotator cuff מסובבי הכתף Rotator cuff tear קרע במסובבי הכתף Rotavirus Rotavirus Rotberg רוטברג Rote learning לימוד בעל פה Rotem רותם Rotem Crisis כוננות רותם Rotem Kowner רותם קובנר Rotemdanzig משתמש:Rotemdanzig Rotemliss משתמש:Rotemliss Roter Frontkämpferbund החזית האדומה Rotes Rathaus בית העירייה האדום Roth רוט Rothenberg רוטנברג Rothenburg ob der Tauber רוטנבורג על הטאובר Rotherhithe Tunnel מנהרת רות'רהית' Rothman רוטמן Rothschild רוטשילד Rothschild Boulevard שדרות רוטשילד Rothschild family משפחת רוטשילד Rothschild family קטגוריה:משפחת רוטשילד Rothschild's Violin כינורו של רוטשילד Rothschild's giraffe ג'ירף רוטשילד Rothstein רוטשטיין Rotor ship טורבינת פלטנר Rotorua רוטורואה Rototom רוטוטום Rotrou רוטרו Rottalhorn רוטלהורן Rotten Tomatoes Rotten Tomatoes Rotten Tomatoes תבנית:Rotten-tomatoes Rotten and pocket boroughs מחוז רקוב ומחוז כיס Rottenburg רוטנברג Rotter רוטר Rotterdam קטגוריה:רוטרדם Rotterdam רוטרדם Rotterdam Philharmonic Orchestra התזמורת הפילהרמונית של רוטרדם Rottweil רוטווייל Rottweiler רוטוויילר Rotuma רוטומה Rotunda רוטונדה Rotunda of Mosta כנסיית עליית מרים Rouault רואו Roubaix רובה Rouché's theorem משפט רושה Rouché–Capelli theorem משפט רושה-קפלי Rouen קטגוריה:רואן Rouen רואן Rouen Cathedral קתדרלת רואן Rouen Church of St. Ouen כנסיית סנט אואן Rouen Métropole Basket רואן מטרופול בסקט Rouget's rail רלית רוגט Rough Collie קולי גס-שיער Rough Trade Records ראף טרייד Rough-legged buzzard עקב מכנסיים Rough-toothed dolphin דולפין תלום-שן Rouille רוי Roulette רולטה Round Island boa בואה האי ראונד Round Table אבירי השולחן העגול Round church כנסייה עגולה Round city of Baghdad העיר העגולה של בגדאד Round number מספר עגול Round-the-world ticket כרטיס מסביב לעולם Round16 תבנית:שמינית גמר Round8 תבנית:רבע גמר Roundabout מעגל תנועה Roundedness מעוגלות התנועות Rounding עיגול Rous Cup גביע רוס Rous sarcoma virus Rous sarcoma virus Roussanne רוסאן Rousseau רוסו Roustam Raza רוסטאן Route דרך Route 1 כביש 1 Route 171 כביש 171 Route 227 מעלה עקרבים Route 264 כביש 264 Route 293 כביש 293 Route 386 כביש 386 Route 411 כביש 411 Route 412 כביש 412 Route 417 כביש 417 Route 431 כביש 431 Route 436 כביש 436 Route 443 כביש 443 Route 471 כביש 471 Route 505 כביש 505 Route 531 כביש 531 Route 886 כביש 886 Route 888 כביש 888 Route 899 כביש הצפון Route 918 כביש 918 Route 977 כביש 977 Route 978 כביש 978 Route 999 כביש 999 Route inspection problem בעיית הדוור הסיני Router נתב Routing ניתוב Routing קטגוריה:ניתוב Routing Information Protocol Routing Information Protocol Routing protocols קטגוריה:פרוטוקולי ניתוב Routing scheme תבנית:סכמת ניתוב Routing table טבלת ניתוב Routledge Encyclopedia of Philosophy האנציקלופדיה לפילוסופיה של ראוטלדג' Roux רביכה Rov רוב Rova Mevo Ha'ir רובע מבוא העיר Rovaniemi קטגוריה:רובניימי Rovaniemi רובניימי Rovaniemi Airport שדה התעופה של רובניימי Rove רוב Rover רובר Rover Dangerfield רובר מלך החווה Rovereto רוברטו Rovigo רוביגו Rovinj רוביני Row רשומה Row and column vectors וקטור עמודה Row vector וקטור שורה Rowan Atkinson רואן אטקינסון Rowan Blanchard רוואן בלנצ'ארד Rowdy Gaines ראודי גיינס Rowers קטגוריה:חותרים Rowing חתירה Rowing קטגוריה:חתירה Rowing at the Summer Olympics חתירה במשחקים האולימפיים Rowland Hill רולנד היל Rowlf the Dog החבובות - דמויות#רולף הכלב Rowlock מלגז Roxana רוקסנה Roxana Baldetti רוקסנה בלדטי Roxann Dawson רוקסן דוסון Roxanne רוקסן Roxelana הורם סולטאן Roxette רוקסט Roxette Tourism a.jpg תמונה:Tourism.jpg Roxette albums קטגוריה:רוקסט RoxetteHits.png.PNG קובץ:RoxetteHits.png Roxy Music רוקסי מיוזיק Roy רוי Roy Arad רועי צ'יקי ארד Roy Bentley רוי בנטלי Roy Carroll רוי קארול Roy Cohn רוי כהן Roy Disney רוי דיסני Roy Dotrice רוי דוטריס Roy Eldridge רוי אלדרידג' Roy Emerson רוי אמרסון Roy Evans רוי אוונס Roy Farran רוי פאראן Roy Folkman רועי פולקמן Roy Glauber רוי גלאובר Roy Hargrove רוי הרגרוב Roy Harper רוי הרפר Roy Hasan רועי חסן Roy Haynes רוי היינס Roy Hibbert רוי היברט Roy Hodgson רוי הודג'סון Roy Jacobsen רוי יקובסן Roy Keane רוי קין Roy Lichtenstein רוי ליכטנשטיין Roy Makaay רוי מקאיי Roy Marsden רוי מרסדן Roy Mata מתחם צ'יף רוי מאטה Roy Miller רוי מילר ארננדס Roy Nissany רוי ניסני Roy Orbison רוי אורביסון Roy Rogers רוי רוג'רס Roy Saari רוי סארי Roy Scheider רוי שיידר Roy Turnbull Black רוי טורנבול בלק Roy Urquhart רוברט ארקהרט Roy Young רוי ארצ'יבלד יאנג Roy Zu-Arets רועי זו-ארץ Roy guevara משתמש:Roy guevara Roy muzz שרת פרוקסי Roya Hakakian רויה הקקיאן Royal Academy of Arts האקדמיה המלכותית לאמנויות Royal Academy of Dramatic Art האקדמיה המלכותית לאמנות הדרמה Royal Academy of Fine Arts האקדמיה המלכותית לאמנויות היפות של אנטוורפן Royal Academy of Music האקדמיה המלכותית למוזיקה Royal Air Force חיל האוויר המלכותי Royal Air Force קטגוריה:חיל האוויר המלכותי Royal Air Force Ensign נס חיל האוויר המלכותי Royal Air Force Memorial אנדרטת חיל האוויר המלכותי Royal Air Force Museum London מוזיאון חיל האוויר המלכותי Royal Air Force airmen קטגוריה:טייסי חיל האוויר המלכותי Royal Air Force personnel קטגוריה:טייסי חיל האוויר המלכותי Royal Air Force personnel of World War II קטגוריה:טייסי חיל האוויר המלכותי במלחמת העולם השנייה Royal Air Force squadrons קטגוריה:טייסות חיל האוויר המלכותי Royal Air Force stations קטגוריה:בסיסי חיל האוויר המלכותי Royal Air Force stations in London קטגוריה:בסיסי חיל האוויר המלכותי בלונדון Royal Air Force stations in the United Kingdom קטגוריה:בסיסי חיל האוויר המלכותי בבריטניה Royal Air Force stations of World War II קטגוריה:בסיסי חיל האוויר המלכותי במלחמת העולם השנייה Royal Air Maroc רויאל אייר מרוק Royal Air Maroc Flight 630 טיסה 630 של רויאל אייר מרוק Royal Aircraft Factory B.E.12 B.E.12 Royal Aircraft Factory B.E.2 B.E.2 Royal Aircraft Factory F.E.2 רויאל איירקראפט פקטורי F.E.2 Royal Albert Hall אלברט הול Royal Antwerp F.C. מועדון הכדורגל אנטוורפן Royal Antwerp F.C. players קטגוריה:כדורגלני אנטוורפן Royal Armoured Corps חיל השריון המלכותי Royal Armouries הנשקייה המלכותית Royal Arms of Cambodia סמל קמבודיה Royal Arms of England סמל אנגליה Royal Army Medical Corps officers קטגוריה:רופאים בצבא הבריטי Royal Arsenal רויאל ארסנל Royal Artillery רגימנט הארטילריה המלכותי Royal Artillery Barracks קסרקטיני חיל התותחנים המלכותי Royal Artillery Memorial אנדרטת הארטילריה Royal Assassin רוצח מלכותי Royal Australian Air Force חיל האוויר המלכותי האוסטרלי Royal Australian Air Force Ensign נס חיל האוויר המלכותי האוסטרלי Royal Australian Navy הצי המלכותי האוסטרלי Royal Badge of Wales סמל ויילס Royal Bafokeng Stadium אצטדיון רויאל בפוקנג Royal Bahamas Defence Force כוחות ההגנה המלכותיים של איי בהאמה Royal Bahraini Air Force חיל האוויר המלכותי של בחריין Royal Barge Procession תהלוכת הארבות המלכותיות של תאילנד Royal Belgian Football Association התאחדות הכדורגל הבלגית המלכותית Royal Borough of Greenwich הרובע המלכותי של גריניץ' Royal Borough of Kensington and Chelsea הרובע המלכותי קנזינגטון וצ'לסי Royal Borough of Kensington and Chelsea קטגוריה:קנזינגטון וצ'לסי Royal Borough of Kensington and Chelsea תבנית:קנזינגטון וצ'לסי Royal Borough of Kingston upon Thames הרובע המלכותי קינגסטון שעל התמזה Royal Borough of Kingston upon Thames קטגוריה:קינגסטון שעל התמזה Royal Brunei Airlines רויאל ברוניי Royal Canadian Air Force חיל האוויר המלכותי הקנדי Royal Canadian Air Force קטגוריה:חיל האוויר המלכותי הקנדי Royal Canadian Mounted Police המשטרה הרכובה המלכותית של קנדה Royal Canadian Navy הצי המלכותי הקנדי Royal Christmas Message הודעת חג המולד המלכותית Royal College of Music הקולג' המלכותי למוזיקה Royal College of Physicians הקולג' המלכותי לרופאים Royal Concertgebouw Orchestra תזמורת הקונצרטחבאו Royal Court Theatre תיאטרון רויאל קורט Royal Courts of Justice בתי המשפט המלכותיים Royal Crescent הסהר המלכותי Royal Danish Air Force חיל האוויר המלכותי הדני Royal Danish Army הצבא המלכותי הדני Royal Danish Navy הצי המלכותי הדני Royal Dragoon Guards משמר הדרגונים המלכותי Royal Dutch Shell של Royal Engineers חיל ההנדסה המלכותי Royal Exhibition Building בניין התערוכה המלכותי Royal Festival Hall רויאל פסטיבל הול Royal Flying Corps גיס התעופה המלכותי Royal Game of Ur המשחק המלכותי של אור Royal Geographical Society החברה הגאוגרפית המלכותית Royal Gibraltar Police המשטרה המלכותית של גיברלטר Royal Governor of Chile מושל צ'ילה Royal Guelphic Order מסדר הגואלפים Royal Guelphic Order קטגוריה:מסדר הגואלפים Royal Gurkha Rifles רגימנט רובאי גורקה המלכותי Royal Hospital Chelsea בית החולים המלכותי צ'לסי Royal Institute of British Architects המכון המלכותי לאדריכלים בריטים Royal Institution המכון המלכותי של בריטניה הגדולה Royal Italian Army הצבא המלכותי האיטלקי Royal Jordanian רויאל ג'ורדניאן Royal Jordanian Air Force חיל האוויר המלכותי הירדני Royal Jordanian Navy חיל הים המלכותי הירדני Royal Lancers רגימנט נושאי הרומח המלכותי Royal League רויאל ליג Royal Liverpool Philharmonic התזמורת הפילהרמונית המלכותית של ליברפול Royal Mail הדואר המלכותי הבריטי Royal Mail Ship אוניית דואר מלכותי Royal Marines חיל הנחתים המלכותי Royal Marriages Act 1772 חוק הנישואים המלכותיים 1772 Royal Medal המדליה המלכותית Royal Medal winners קטגוריה:זוכי המדליה המלכותית Royal Mews האורוות המלכותיות Royal Mile המייל המלכותי Royal Military Academy Sandhurst האקדמיה הצבאית המלכותית בסנדהרסט Royal Military College of Canada המכללה המלכותית הצבאית של קנדה Royal Mouscron-Péruwelz players קטגוריה:כדורגלני רויאל מוסקרון-פרוולץ Royal National Theatre התיאטרון המלכותי הלאומי Royal National Theatre Company members קטגוריה:חברי התיאטרון המלכותי הלאומי Royal Navy הצי המלכותי הבריטי Royal Navy קטגוריה:הצי המלכותי הבריטי Royal Navy admirals קטגוריה:אדמירלים אנגלים Royal Navy officers קטגוריה:קציני הצי המלכותי הבריטי Royal Navy officers of World War II קטגוריה:קציני הצי המלכותי הבריטי במלחמת העולם השנייה Royal New Zealand Air Force חיל האוויר המלכותי של ניו זילנד Royal New Zealand Navy הצי המלכותי של ניו זילנד Royal Norwegian Air Force חיל האוויר המלכותי הנורווגי Royal Ontario Museum המוזיאון המלכותי של אונטריו Royal Opera בית האופרה המלכותי Royal Opera House קובנט גארדן בית האופרה המלכותית Royal Pains רופא להשכיר Royal Palace of Amsterdam הארמון המלכותי של אמסטרדם Royal Palace of Madrid הארמון המלכותי של מדריד Royal Palace of Turin הארמון המלכותי של בית סבויה Royal Palaces of Abomey הארמונות המלכותיים של אבומה Royal Parks of London הפארקים המלכותיים של לונדון Royal Philatelic Collection אוסף הבולים המלכותי Royal Philharmonic Orchestra התזמורת הפילהרמונית המלכותית Royal Pioneer Corps מתנדבי היישוב בחיל החפרים Royal Proclamation of 1763 ההכרזה המלכותית של 1763 Royal Red Cross הצלב האדום המלכותי Royal Regiment of Scotland הרגימנט המלכותי של סקוטלנד Royal Rife ריימונד רייף Royal Road דרך המלך Royal Road דרך המלך הפרסית Royal Rumble רויאל ראמבל Royal Saudi Air Force חיל האוויר המלכותי הסעודי Royal Scots Dragoon Guards משמר הדרגונים הסקוטי המלכותי Royal Scottish National Orchestra התזמורת הסקוטית הלאומית Royal Shakespeare Company הלהקה השייקספירית המלכותית Royal Shakespeare Company members קטגוריה:חברי הלהקה השייקספירית המלכותית Royal Society החברה המלכותית Royal Society קטגוריה:החברה המלכותית Royal Society Range רכס החברה המלכותית Royal Society of Chemistry האגודה המלכותית לכימיה Royal Society of Literature האגודה המלכותית לספרות Royal Spanish Football Federation פדרציית הכדורגל הספרדית המלכותית Royal Standard of Scotland הנס המלכותי של סקוטלנד Royal Standard of the United Kingdom הנס המלכותי של הממלכה המאוחדת Royal Stoa הסטיו המלכותי Royal Stockholm Philharmonic Orchestra התזמורת הפילהרמונית המלכותית של סטוקהולם Royal Swedish Academy of Sciences האקדמיה המלכותית השוודית למדעים Royal Swedish Opera האופרה המלכותית השוודית Royal Talens Royal Talens Royal Tank Regiment רגימנט הטנקים המלכותי Royal Thai Air Force חיל האוויר המלכותי התאילנדי Royal Thai Armed Forces הכוחות המזוינים המלכותיים של תאילנד Royal Thai Army הצבא המלכותי של תאילנד Royal Thai Marine Corps חיל הנחתים המלכותי של תאילנד Royal Thai Navy הצי המלכותי התאילנדי Royal Thai Navy SEALs יחידת אריות הים המלכותיים של תאילנד Royal Tombs of the Joseon Dynasty הקברים המלכותיים של שושלת ג'וסון Royal Tyrrell Museum of Palaeontology מוזיאון טירל המלכותי Royal Ulster Constabulary כוח השיטור המלכותי של אלסטר Royal Victorian Order המסדר הוויקטוריאני המלכותי Royal Victorian Order קטגוריה:המסדר הוויקטוריאני המלכותי Royal Welsh הרגימנט הוולשי המלכותי Royal and noble ranks תוארי אצולה Royal antelope אנטילופה מלכותית Royal buildings in London קטגוריה:לונדון: ארמונות מלכותיים Royal charter צ'ארטר מלכותי Royal children קטגוריה:ילדי משפחות מלוכה Royal coat of arms of Scotland סמל סקוטלנד Royal coat of arms of the United Kingdom סמל הממלכה המאוחדת Royal families קטגוריה:בתי מלוכה Royal jelly מזון מלכות Royal penguin פינגווין לבן-פנים Royal residences in Germany קטגוריה:גרמניה: ארמונות מלכותיים Royal residences in Russia קטגוריה:רוסיה: ארמונות קיסריים Royal residences in Scotland קטגוריה:סקוטלנד: ארמונות מלכותיים Royal residences in the United Kingdom קטגוריה:בריטניה: ארמונות מלכותיים Royal spoonbill כפן מלכותי Royal standard נס מלכותי Royal standards of Canada הנס המלכותי של קנדה Royal warrant of appointment הרשאה מלכותית Royalguard11/userboxes/Likud תבנית:משתמש ליכוד Royallieu-Compiègne internment camp מחנה הריכוז קומפיין Royals Royals Royalty payment תמלוגים Roybb95~enwiki משתמש:Roybb95 Royce da 5'9" רויס דה 5'9" Royston Drenthe רויסטון דרנטה Roza רוזה Roza Eskenazi רוזה אשכנזי Roza Otunbayeva רוזה אוטונבייבה Roza Robota רוז'ה רובוטה Rozhniativ רוז'ניאטיב Rozhyshche רוז'ישצ'ה Rozin רוזין Rozka Korczak רוז'קה קורצ'אק Rozman רוזמן Rozovsky רוזובסקי Rozprza רוזפשה Rozz Williams רוז ויליאמס Rpennell/The Wonders סת Rpgsimmaster/Computer-generated imagery Computer-generated Imagery Rpm bln/zentralstelle הלשכה המרכזית להגירת יהודים Rpyle731/links/German interwiki שבטים גרמאניים Rron.l/Prishtina3 פרישטינה Rrose Sélavy רוז סלאווי Rschmertz/Islam Template תבנית:אסלאם Rschwieb/JacobsonRadicalJune30-2011 רדיקל ג'ייקובסון Rtveli רתוולי Ru Ru RuPaul רופול RuSHA trial משפט RuSHA Ruakh user:Ruakh Ruba'i מרובע Rubber קטגוריה:גומי Rubber Soul Rubber Soul Rubber band גומייה Rubber band ball כדור גומיות Rubber bridge Rubber bridge Rubber bullet כדור גומי Rubber duck ברווז גומי Rubber duck debugging ניפוי שגיאות באמצעות ברווז גומי Rubble film סרטי הריסות Rube Goldberg רוב גולדברג Rube Goldberg machine מכונת רוב גולדברג Rubella אדמת Ruben Bierer ראובן בירר Rubeosaurus רובאוזאורוס Rubeus Hagrid רובאוס האגריד Rubiaceae פואתיים Rubiaceae קטגוריה:פואתיים Rubicon רוביקון Rubidium רובידיום Rubik's Cube קובייה הונגרית Rubin רובין Rubin Design Bureau רובין Rubin Okotie רובין אוקוטיה Rubinlevison/sandbox מסכת שבת Rubinstein רובינשטיין Rubio רוביו Ruble רובל Rubus פטל Rubus canescens פטל לביד Rubus idaeus פטל אדום Rubus ulmifolius subsp. sanctus פטל קדוש Ruby Ruby Ruby אודם Ruby רובי Ruby תבנית:רובי Ruby Bridges רובי ברידג'ס Ruby Dee רובי די Ruby Rose רובי רוז Ruby laser לייזר אודם Ruby on Rails Ruby on Rails Ruby slippers נעלי האודם Ruby-throated hummingbird קוליברי אדום חזה מצוי Rubyfruit Jungle סבך הפרי האדום Rubén Baraja רובן בראחה Rubén Belima רובן בלימה Rubén Darío רובן דריו Rubén Miño רובן מיניו Rubén Pardo רובן פארדו Rubén Paz רובן פס Rubén Rayos רובן ראיוס Rubén Sobrino רובן סוברינו Rubén Yáñez רובן יאנייס Rubén de la Red רובן דה לה רד Rubí רובי Ruch Chorzów players קטגוריה:כדורגלני רוך חורז'וב Ruchama Marton רוחמה מרטון Rud Hud Hudibras ראד האד האדיבראס Ruda רודה Ruda-Opalin אופלין Rudd ראד Rudder הגה כיוון Ruddy mongoose נמיית רודי Ruddy turnstone ארנריה אדמונית Rude Awakening Rude Awakening Rude Boy Rude Boy Rudeness גסות רוח Ruderal species צמחי מעזבות Ruderman רודרמן Rudi Dornbusch רודי דורנבוש Rudi Dutschke רודי דוצ'קה Rudi Gutendorf רודי גוטנדורף Rudi Lehmann רודי להמן Rudi Stephan רודי שטפאן Rudi Völler רודי פלר Rudianos רודיאנוס Rudky רודקי Rudnik nad Sanem רודניק על נהר סן Rudolf Abel רודולף אבל Rudolf Alexander Schröder רודולף אלכסנדר שרדר Rudolf Barshai רודולף ברשאי Rudolf Brandt רודולף ברנדט Rudolf Brunnenmeier רודולף ברוננמאייר Rudolf Buchbinder רודולף בוכבינדר Rudolf Carnap רודולף קרנפ Rudolf Charousek רודולף שארושק Rudolf Christoph Eucken רודולף אויקן Rudolf Clausius רודולף קלאוזיוס Rudolf Diesel רודולף דיזל Rudolf Dreikurs רודולף דרייקורס Rudolf Firkušný רודולף פירקושני Rudolf Haunschmied רודולף אנטון האונשמיד Rudolf Hess רודולף הס Rudolf Hilferding רודולף הילפרדינג Rudolf Höss רודולף פרנץ הס Rudolf I of Germany מלך גרמניה רודולף הראשון Rudolf Jaenisch רודולף יאניש Rudolf Karel רודולף קארל Rudolf Kastner ישראל קסטנר Rudolf Kempe רודולף קמפה Rudolf Kirchschläger רודולף קירכשלגר Rudolf Koch-Erpach רודולף קוך-ארפאך Rudolf Lange רודולף לנגה Rudolf Lipschitz רודולף ליפשיץ Rudolf Loman רודולף לומן Rudolf Lubinski רודולף לובינסקי Rudolf Mosse רודולף מוסה Rudolf Mössbauer רודולף מסבאואר Rudolf Nureyev רודולף נורייב Rudolf Plyukfelder רודולף פליוקפלדר Rudolf Ramek רודולף רמק Rudolf Rocker רודולף רוקר Rudolf Schmidt רודולף שמידט Rudolf Schmundt רודולף שמונדט Rudolf Schuster רודולף שוסטר Rudolf Schwarz רודולף שוורץ Rudolf Serkin רודולף סרקין Rudolf Sieczyński רודולף סצ'ינסקי Rudolf Slánský רודולף סלנסקי Rudolf Spielmann רודולף שפילמן Rudolf Steiner רודולף שטיינר Rudolf Swiderski רודולף סוידרסקי Rudolf Veiel רודולף וייל Rudolf Virchow רודולף וירכו Rudolf Vrba רודולף ורבה Rudolf Weigl רודולף וייגל Rudolf von Alt רודולף פון אלט Rudolf von Brudermann רודולף פון ברודרמן Rudolf von Ems רודולף פון אמס Rudolf von Laban רודולף לאבאן Rudolfine Steindling פיני שטיינדלינג Rudolph Marcus רודולף מרקוס Rudolph Valentino רודולף ולנטינו Rudolph of France מלך צרפת ראול Rudolph the Red-Nosed Reindeer רודולף אדום האף Rudolphina Menzel רודולפינה מנצל Rudy רודי Rudy D'Amico רודי ד'אמיקו Rudy Fernández רודי פרננדס Rudy Gay רודי גיי Rudy Giuliani רודולף ג'וליאני Rudy Gobert רודי גובר Rudy Haddad רודי חדד Rudy Van Gelder רודי ון גלדר Rudyard Kipling רודיארד קיפלינג Rue McClanahan רו מקלנהן Rue de Richelieu רחוב רישלייה Rue de Rivoli רחוב ריבולי Rue des cascades Rue des Cascades Rueda de Casino רואדה Ruel Fox רואל פוקס Ruff לוחם Ruffed grouse שכווי הצווארון Ruffed lemur למור צווארון Rufiji River רופיג'י Rufino Niccacci רופינו ניקאצ'י Rufous elephant shrew ארכף אדמוני Rufous hornbill קלאו אדום Rufous hornero תנר אדמוני Rufous-necked hornbill קלאו אדום-צוואר Rufous-tailed scrub robin חמריה חלודת-זנב Rufous-vented chachalaca צ'צ'לקה אדמונית Rufus רופוס Rufus King רופוס קינג Rufus Sewell רופוס סוול Rufus Wainwright רופוס ויינרייט Rugby League World Cup גביע העולם בליגת הרוגבי Rugby World Cup אליפות העולם ברוגבי Rugby World Cup Sevens גביע העולם ברוגבי שביעיות Rugby football קטגוריה:רוגבי Rugby football רוגבי Rugby footballers קטגוריה:שחקני רוגבי Rugby union at the Summer Olympics רוגבי במשחקים האולימפיים Rugelach רוגלך Ruger 10/22 רוגר 10/22 Ruggell רוגל Ruggero Leoncavallo רוג'רו ליאונקוואלו Ruggero Pasquarelli רוג'רו פסקווארלי Ruggiero רוג'רו Ruggiero Giovannelli רוג'רו ג'ובאנלי Ruggiero Rizzitelli רוג'רו ריציטלי Rugii רוגיאנים Rugila רוגה Rugosa Rugosa Rugova רוגובה Rugrats ראגרטס Ruhama רוחמה Ruhama Avraham רוחמה אברהם Ruhama Raz רוחמה רז Ruhi al-Khatib רוחי אל-ח'טיב Ruhnama רוחנמה Ruhnu רוכנו Ruhollah Khomeini רוחאללה ח'ומייני Ruhr חבל הרוהר Ruhr רוהר Rui Costa רוי קושטה Rui Patrício רוי פטריסיו Ruin value ערך השרידים Ruins of Jesús de Tavarangue חסוס דה טוורנגה Ruins of São Miguel das Missões סאו מיגל דאס מיסואס Rujm el-Hiri גלגל רפאים Rula Jebreal רולא ג'בריל Rule 30 חוק 30 Rule of Saint Benedict תקנון בנדיקטוס Rule of inference כלל היסק Rule of law שלטון החוק Rule of product עקרון הכפל Rule of sum עקרון החיבור Rule of thirds חוק השלישים Rule of three כלל השלושה Rule of thumb כלל אצבע Rule of tincture חוק הטינקטורה Rule-based system מנוע חוקים Ruled surface משטח ישרים Ruler סרגל Rulers of Ancient Israel תבנית:מלכי יהודה וישראל Rulers of Austria קטגוריה:שליטי אוסטריה Rulers of Ethiopia קטגוריה:שליטי אתיופיה Rulers of Finland קטגוריה:שליטי פינלנד Rulers of Kievan Rus' קטגוריה:נסיכי קייב Rulers of Moldavia קטגוריה:שליטי נסיכות מולדובה Rulers of Sparta קטגוריה:מלכי ספרטה Rulers of Transylvania קטגוריה:שליטי טרנסילבניה Rulers of Wallachia קטגוריה:שליטי ולאכיה Rules of Engagement חוקי המשחק Rules of engagement הוראות פתיחה באש Ruling pen רייספדר Rulon Gardner רולון גארדנר Rum רום Ruma רומה Rumat al-Heib רומת אל-הייב Rumba רומבה Rumbach Street Synagogue בית הכנסת רומבך Rumbek רומבק Rumbek University אוניברסיטת רומבק Rumbula massacre טבח יער רומבולה Rumcherod רומצ'רוד Rumelhart Prize laureates קטגוריה:זוכי פרס רומלהארט Rumelia רומליה Rumer Godden רומר גודן Rumford Medal מדליית רמפורד Rumi ג'לאל א-דין רומי Rumiko Takahashi רומיקו טקהאשי Ruminant העלאת גירה Ruminantia מעלי גירה Rummikub רמיקוב Rummy רמי Rumor שמועה Rumors Rumors Rumour Has It Rumour Has It Rumours Rumours Rumpelstiltskin עוץ לי גוץ לי Rumpole of the Bailey רמפול Rums קטגוריה:רום Run Lola Run ראן לולה ראן Run This Town Run This Town Run the World Run the World Run time זמן ריצה Run-time infrastructure RTI Runa רונה Runaround סחור-סחור Runaway Runaway Runaway בריחה Runaway Bride תפוס את הכלה Runaways Runaways Rundāle Palace ארמון רונדלה RuneScape רונסקייפ Runes אלפבית רוני Runes קטגוריה:רונות Runes תבנית:רונות Rungrado 1st of May Stadium אצטדיון האחד במאי Running ריצה Running Scared Running Scared Running Wild Running Wild Running out the clock לשרוף זמן Runway מסלול טיסה Run–D.M.C. ראן די אם סי Rupee רופי Rupert רופרט Rupert Crosse רופרט קרוס Rupert Evans רופרט אוונס Rupert Everett רופרט אוורט Rupert Friend רופרט פרנד Rupert Graves רופרט גרייבס Rupert Grint רופרט גרינט Rupert Murdoch רופרט מרדוק Rupert Pennefather רופרט פנפאד'ר Rupert Penry-Jones רופרט פנרי-ג'ונס Rupert Sheldrake רופרט שלדרייק Rupert Smith רופרט סמית Rupert of Salzburg רופרט איש זלצבורג Rupicapra צפיר Rupture of membranes ירידת מים Ruqqad נחל רוקד Rurik רוריק Rurik dynasty שושלת רוריק Ruritania רוריטניה Rurouni Kenshin רורואוני קנשין Rurrenabaque רורנבאקה Rurutu רורוטו Rus' Khaganate היסטוריה של רוסיה: רוסיה בתקופה הטרום נוצרית Rus'–Byzantine Treaty חוזה רוס-ביזנטיון RusAir Flight 9605 טיסה 9605 של רוסאייר Rusakov Workers' Club מועדון פועלי הרכבת Rusal רוסאל Ruscus aculeatus עצבונית החורש Ruse Province רוסה Ruse Province Byala ביאלה Rush Rush Rush קטגוריה:אלבומי להקת ראש Rush קטגוריה:ראש Rush ראש Rush Hour שעת שיא Rush Limbaugh ראש לימבו Rush hour שעת שיא Rush'n Attack כומתה ירוקה Rushdi רושדי Rusheen McDonald רשין מקדונלד Rushmore המרוץ לצמרת של מקס פישר Ruslan Abışov רוסלן אבישוב Ruslan Baltiev רוסלן בלטייב Ruslan Gelayev רוסלן גלייב Ruslan Khasbulatov רוסלאן חסבולטוב Ruslan Lyubarskyi רוסלאן לוברסקי Ruslan Nigmatullin רוסלן ניגמטולין Ruslan Ponomariov רוסלן פונומריוב Ruslan Rotan רוסלאן רוטאן Ruslan and Lyudmila רוסלאן ולודמילה Ruslana רוסלנה ליז'יצ'קו Ruslana Korshunova רוסלנה קורשונובה Russ Feingold ראס פיינגולד Russ Grimm ראס גרים Russ Tamblyn ראס טמבלין Russalka Memorial אנדרטת רוסלקה Russell ראסל Russell Allen ראסל אלן Russell Banks ראסל בנקס Russell Brand ראסל בראנד Russell Crowe ראסל קרואו Russell Square כיכר ראסל Russell Tovey ראסל טובי Russell Tribunal ועדת ראסל Russell Westbrook ראסל וסטברוק Russell Wilson ראסל וילסון Russell's paradox הפרדוקס של ראסל Russell's teapot קנקן התה של ראסל Russell's viper צפע הודי Russell–Einstein Manifesto מניפסט ראסל-איינשטיין Russia ספר:רוסיה Russia קטגוריה:רוסיה Russia רוסיה Russia Aksha אקשה Russia Baley בליי Russia Davis Cup team נבחרת גביע דייוויס של רוסיה Russia Day יום רוסיה Russia Fed Cup team נבחרת גביע הפדרציה של רוסיה Russia Men Basketball Squad 2008 Summer Olympics תבנית:נבחרת רוסיה בכדורסל באולימפיאדת 2008 Russia Men Basketball Squad 2012 Summer Olympics תבנית:נבחרת רוסיה בכדורסל באולימפיאדת 2012 Russia Samara סמרה Russia Tower מגדל רוסיה Russia Tula טולה Russia Vladimir ולדימיר Russia and weapons of mass destruction תוכנית הגרעין הרוסית Russia at the Olympics רוסיה במשחקים האולימפיים Russia at the Paralympics רוסיה במשחקים הפאראלימפיים Russia in the Eurovision Song Contest רוסיה באירוויזיון Russia location map templates קטגוריה:תבניות מיפוי לפי מדינות: רוסיה Russia men's national ice hockey team נבחרת רוסיה בהוקי קרח Russia men's national junior ice hockey team נבחרת רוסיה בהוקי קרח לנוער Russia national basketball team נבחרת רוסיה בכדורסל Russia national basketball team templates קטגוריה:סגלי נבחרת רוסיה בכדורסל Russia national beach soccer team נבחרת רוסיה בכדורגל חופים Russia national football team נבחרת רוסיה בכדורגל Russia national football team managers קטגוריה:מאמני נבחרת רוסיה בכדורגל Russia national football team navigational boxes קטגוריה:סגלי נבחרת רוסיה בכדורגל Russia national under-21 football team נבחרת רוסיה בכדורגל עד גיל 21 Russia squad 1994 FIFA World Cup תבנית:נבחרת רוסיה במונדיאל 1994 Russia squad 2002 FIFA World Cup תבנית:נבחרת רוסיה במונדיאל 2002 Russia squad 2014 FIFA World Cup תבנית:נבחרת רוסיה במונדיאל 2014 Russia squad UEFA Euro 1996 תבנית:נבחרת רוסיה יורו 1996 Russia squad UEFA Euro 2004 תבנית:נבחרת רוסיה יורו 2004 Russia squad UEFA Euro 2008 תבנית:נבחרת רוסיה יורו 2008 Russia squad UEFA Euro 2012 תבנית:נבחרת רוסיה יורו 2012 Russia squad UEFA Euro 2016 תבנית:נבחרת רוסיה ביורו 2016 Russia stubs קטגוריה:קצרמר רוסיה Russia templates קטגוריה:תבניות ניווט - רוסיה Russia women's national basketball team נבחרת רוסיה בכדורסל נשים Russia women's national football team נבחרת רוסיה בכדורגל נשים Russia-1 רוסיה-1 Russian הרוסי Russian Academy of Sciences האקדמיה הרוסית למדעים Russian Academy of Theatre Arts האקדמיה הרוסית לאמנויות התיאטרון Russian Aerospace Defence Forces חיל הגנת האוויר והחלל של רוסיה Russian Air Force חיל 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דמיטרי דונסקוי Russian submarine Yury Dolgorukiy יורי דולגורוקי Russian swimmers קטגוריה:שחיינים רוסים Russian synchronized swimmers קטגוריה:שחייניות צורניות רוסיות Russian television series קטגוריה:סדרות טלוויזיה רוסיות Russian tennis players קטגוריה:טניסאים רוסים Russian thriller films קטגוריה:סרטי מתח רוסיים Russian translators קטגוריה:מתרגמים רוסים Russian tsarinas קטגוריה:נשות צארים רוסיים Russian tsars קטגוריה:צארים רוסיים Russian violinists קטגוריה:כנרים רוסים Russian violists קטגוריה:ויולנים רוסים Russian websites קטגוריה:אתרי אינטרנט ברוסית Russian words and phrases קטגוריה:מילים וביטויים ברוסית Russian writers קטגוריה:סופרים רוסים Russian-American Company החברה הרוסית-אמריקאית Russian-language films קטגוריה:סרטים ברוסית Russian-language operas קטגוריה:אופרות ברוסית Russians רוסים Russia–Syria relations יחסי סוריה-רוסיה Russia–United States relations יחסי ארצות הברית-רוסיה Russky Bridge גשר רוסקי Russo-Circassian War המלחמה הרוסית-צ'רקסית Russo-Georgian War המלחמה בדרום אוסטיה Russo-Japanese War מלחמת רוסיה-יפן Russo-Japanese War קטגוריה:מלחמת רוסיה-יפן Russo-Japanese War naval ships of Japan קטגוריה:ספינות מלחמה יפניות במלחמת רוסיה-יפן Russo-Japanese War naval ships of Russia קטגוריה:ספינות מלחמה רוסיות במלחמת רוסיה-יפן Russo-Persian War מלחמת רוסיה - פרס Russo-Persian War מלחמת רוסיה-פרס Russo-Persian Wars מלחמת רוסיה-פרס Russo-Polish War מלחמת רוסיה-פולין Russo-Turkish War המלחמה העות'מאנית-רוסית Russo-Turkish Wars קטגוריה:מלחמות האימפריה העות'מאנית-האימפריה הרוסית Rust Rust Rust חלודה Rust רוסט Rust in Peace Rust in Peace Rustam Kasimdzhanov רוסטם קסימג'אנוב Rustaveli Avenue שדרות רוסתוולי Rustavi רוסתווי Rustenburg רסטנבורג Rusty Nail ראסטי נייל Rusty Schweickart ראסל שוויקארט Rusty-spotted cat חתול נמרי כהה Rusty-spotted genet גחן פנתרי Rusudan רוסודן Rusudan of Georgia מלכת גאורגיה רוסודן Rusyn language רוסינית Rusyns רוסינים Ruta chalepensis פיגם מצוי Rutaceae פיגמיים Rutaceae קטגוריה:פיגמיים Rutenberg Power Station תחנת הכוח רוטנברג Rutger Hauer רוטגר האוור Rutgers University אוניברסיטת ראטגרס Rutgers University faculty קטגוריה:סגל אוניברסיטת ראטגרס Ruth רות Ruth Almog רות אלמוג Ruth Amiran רות עמירן Ruth Anderson רות אנדרסון Ruth Arion רות אריון Ruth Arnon רות ארנון Ruth Bader Ginsburg רות ביידר גינסבורג Ruth Benedict רות בנדיקט Ruth Berlau רות ברלאו Ruth Berman רות ברמן Ruth Buzzi רות באזי Ruth Calderon רות קלדרון Ruth Dayan רות דיין Ruth Dolores Weiss רות דולורס וייס Ruth Dreifuss רות דרייפוס Ruth Fine רות פיין Ruth Fuchs רות פוקס Ruth Gavison רות גביזון Ruth Gordon רות גורדון Ruth Gruber רות גרובר Ruth Haktin רות הקטין Ruth Handler רות הנדלר Ruth Horam רות הורם Ruth Jones רות ג'ונס Ruth Kark רות קרק Ruth Kedar רות קדר Ruth Klüger-Aliav רות קליגר-עליאב Ruth Lapidoth רות לפידות Ruth Lawrence רות לורנס-נאימרק Ruth Ozeki רות אוזקי Ruth Plato-Shinar רות פלאטו-שנער Ruth Porat רות פורת Ruth Prawer Jhabvala רות פראוור-ג'אבוולה Ruth Rabbah רות רבה Ruth Rasnic רות רזניק Ruth Reichl רות ריישל Ruth Rendell רות רנדל Ruth Sheen רות שין Ruth Snyder רות סניידר Ruth Teitelbaum רות טייטלבאום Ruth Westheimer רות וסטהיימר Ruth Wilson רות וילסון Ruthenian language רותנית מערבית Ruthenium רותניום Rutherford רתרפורד Rutherford Hayes קטגוריה:רתרפורד הייז Rutherford Hayes רתרפורד הייז Rutherford model המודל הפלנטרי Rutherfordium רתרפורדיום Ruthless People חטיפה נעימה Ruthless Records רות'לס רקורדס Rutile רוטיל Rutile group קטגוריה:קבוצת הרוטיל Rutin רוטין Rutka Laskier רותקה לסקר Rutki-Kossaki רוטקי קוסאקי Rutland ראטלנד Rutu Modan רותו מודן Ruud Gullit רוד חוליט Ruud Hesp רוד הספ Ruud Koot User:Ruud Koot Ruud Krol רוד קרול Ruud van Nistelrooy רוד ואן ניסטלרוי Ruvik Danilovich רוביק דנילוביץ' Ruy Lopez פתיחה ספרדית Ruy López de Segura רוי לופז דה סגור Ruy López de Villalobos רוי לופס דה וייאלובוס Ruyangosaurus רויאנגוזאורוס Ruyigi רוייגי Ruzhany רוז'ינוי Ruzhin חסידות רוז'ין Ruzhin קטגוריה:שושלת רוזין Ruzomberok.png קובץ:MFK Ruzomberok.gif Rwanda קטגוריה:רואנדה Rwanda רואנדה Rwanda FA.png תמונה:100px-Rwanda FA.gif Rwanda Nziza המנון רואנדה Rwanda at the Olympics רואנדה במשחקים האולימפיים Rwanda at the Paralympics רואנדה במשחקים הפאראלימפיים Rwanda national basketball team נבחרת רואנדה בכדורסל Rwanda national football team נבחרת רואנדה בכדורגל Rwandan Genocide קטגוריה:רצח העם ברואנדה Rwandan franc פרנק רואנדי Rwandan genocide רצח העם ברואנדה Rwandan people קטגוריה:רואנדים Rwandan politicians קטגוריה:פוליטיקאים רואנדים Rwenzori Mountains רכס רוונזורי Ry Tanindrazanay malala ô! המנון מדגסקר Ryan Adams ריאן אדמס Ryan Adeleye ראיין אדליי Ryan Aeronautical ראיין איירונאוטיקל קומפני Ryan Anderson ראיין אנדרסון Ryan Babel ראיין באבל Ryan Bertrand ראיין ברטרנד Ryan Cochrane ראיין קוקריין Ryan Eggold ראיין אגולד Ryan Firebee פיירבי Ryan Giggs ראיין גיגס Ryan Gomes ראיין גומס Ryan Gosling ראיין גוסלינג Ryan Hurst ראיין הארסט Ryan Kwanten ראיין קוואנטן Ryan Lochte ראיין לוכטה Ryan McCartan ראיין מקארתן Ryan Murphy ראיין מרפי Ryan Nelsen ראיין נלסן Ryan O'Neal ראיין אוניל Ryan Phillippe ראיין פיליפה Ryan Pini ראיין פיני Ryan Reynolds ראיין ריינולדס Ryan Seacrest ראיין סיקרסט Ryan Stack ראיין סטאק Ryan Stiles ראיין סטיילס Ryan Tedder ראיין טדר Ryan White ריאן וייט Ryan Whiting ראיין וייטינג Ryan X-13 Vertijet X-13 ורטיג'ט Ryan Zinke ראיין זינקי Ryan's Daughter בתו של ריאן Ryanair ריאנאייר Ryanzilla13/Sandbox סאם 41 Ryazan ריאזאן Ryazan Oblast ריאזאן Rye שיפון Ryerson University אוניברסיטת ריירסון Ryglice ריגליץ Ryki ריקי Rykka רייקה Rymanów רימנוב Ryokan ריוקאן Ryom-Verzeichnis רשימת ריום Ryosuke Irie ריוסוקה אירייה Rypin ריפין Rysy ריסי Ryu Seung-min ריו סונג מין Ryugyong Hotel מלון ריוגיונג Ryukyu Islands איי ריוקיו Ryukyu Islands קטגוריה:איי ריוקיו Ryutaro Hashimoto ריוטרו האשימוטו Ryuzo Yanagimachi ריוזו ינגימאצ'י Ryūnosuke Akutagawa אקוטגאווה ריונוסוקה Rzepiennik Strzyżewski ז'פייניק סצ'יז'בסקי Rzeszów ז'שוב Rzgów ז'גוב Rzhev רז'ב Rzorshrp/sandbox Dropmysite Râmnicu Sărat רמניקו סראט Râmnicu Sărat prison בית הסוהר רמניקו סראט Râmnicu Vâlcea רמניקו ולצ'ה Råsunda Stadium אצטדיון רוסונדה Rædwald of East Anglia מלך מזרח אנגליה ראדוולד Réaumur scale מעלות ראומיר Réginal Goreux רז'ינאל גורו Régional Compagnie Aérienne Européenne רז'יונל Régis Marcon רז'יס מארקון Rémi Gaillard רמי גאייאר Rémi Maréval רמי מארבאל Rémy Cabella רמי קאבלה Rémy Vercoutre רמי ורקוט Répétiteur קורפטיטור Réseau Express Régional RER Réti Opening פתיחת רטי Réunion קטגוריה:ראוניון Réunion ראוניון Réunion Saint-Benoît סן-בנואה Réunion Saint-Denis סן-דני Réunion Saint-Paul סן-פול Réunion Saint-Pierre סן-פייר Réunion national football team נבחרת ראוניון בכדורגל Rêve au coin du feu חלום ליד האח Río Negro ריו נגרו Río Negro El Bolsón אל בולסון Río Negro General Roca חנרל רוקה Río Negro Province קטגוריה:ריו נגרו Río Negro Province ריו נגרו Río Negro Viedma ויידמה Río Plátano Biosphere Reserve ריו פלאטנו Río de la Plata ריו דה לה פלטה Rîbnița ריבניצה Róbert Bárány רוברט באראני Róbert Vittek רוברט ויטק Róża Etkin-Moszkowska רוזה אטקין Różan רוז'אן Rômulo מרקוס רומולו Rösti רושטי Röyksopp רויקסופ Rømer scale מעלות רמר Røros ררוס Rúrik Gíslason רוריק גיסלסון Rüdiger Schnuphase רודיגר שנופהאזה Rüdiger Vollborn רודיגר פולבורן Rügen ריגן Rühm מחלקה Rüppell's fox שועל החולות Rüppell's korhaan חובת ריפל Rüppell's vulture נשר דרומי Rüsselsheim am Main רוסלסהיים Rüstem Pasha ריסטם פאשה Rüte רותה Rütlischwur שבועת ריוטלי Rüştü Reçber רושטו רצ'בר Rāja yoga ראג'ה יוגה Rădăuți רדאוץ Răzvan Cociș רזבאן קוצ'יש Răzvan Florea רזבאן פלוראה Răzvan Raț רזבן ראץ Rēzekne רזקנה Rōnin רונין Rūta Meilutytė רותה מיילוטיטה S S S Doradus S בדג זהב S Persei S בפרסאוס S corporation חברה שקופה S&M S&M S&P 500 Index S&P 500 S'more ס'מור S-125 Neva/Pechora S-125 נייבה S-200 S-200 S-300 S-300 S-400 S-400 S-500 S-500 S-75 Dvina S-75 דווינה S-IC S-IC S-II S-II S-mine בטי המקפצת S. Ansky ש. אנ-סקי S. Azoulay שי אזולאי S. Darko ס. דארקו S. Epatha Merkerson ש. אפאתה מרקרסון S. F. Brandon סמואל ג'ורג' פרדריק ברנדון S. Goenka ס.נ. גואנקה S. Korolev Rocket and Space Corporation Energia תאגיד הטילים והחלל אנרגיה S. Lipschütz שמואל ליפשוץ S. Newcombe סטיוארט פרנסיס ניוקומב S. R. Bandaranaike סולומון בנדרנאיקה S. Sakall ס.ז. סאקאל S. Watson ס. ג'. ווטסון S. Yizhar ס. יזהר S.B.V. Excelsior אקסלסיור רוטרדם S.C. Beira-Mar ביירה מאר S.C. Beira-Mar players קטגוריה:כדורגלני ביירה מאר S.C. Braga ספורטינג בראגה S.C. Braga players קטגוריה:כדורגלני ספורטינג בראגה S.C. Olhanense אולהאננסה S.C. Olhanense players קטגוריה:כדורגלני אולהאננסה S.C.I.E.N.C.E. S.C.I.E.N.C.E. S.H.I.E.L.D. S.H.I.E.L.D. S.L. Benfica בנפיקה ליסבון S.L. Benfica קטגוריה:בנפיקה ליסבון S.L. Benfica footballers קטגוריה:כדורגלני בנפיקה ליסבון S.L. Benfica managers קטגוריה:מאמני בנפיקה ליסבון S.L.A. Marshall ס.ל.א מרשל S.Oliver Baskets וירצבורג באסקטס S.P. Tre Penne טרה פנה S.S. Felice Scandone אבלינו S.S. Felice Scandone players קטגוריה:כדורסלני אבלינו S.S. Lazio לאציו S.S. Lazio managers קטגוריה:מאמני לאציו S.S. Lazio players קטגוריה:כדורגלני לאציו S.S. Robur Siena רובור סיינה S.S.C. Napoli נאפולי S.S.C. Napoli managers קטגוריה:מאמני נאפולי S.S.C. Napoli players קטגוריה:כדורגלני נאפולי S.S.D. Parma Calcio 1913 פארמה S.S.D. Reggio Calabria רג'ינה קלצ'ו S.T.A.L.K.E.R.: Shadow of Chernobyl S.T.A.L.K.E.R: Shadow of Chernobyl S.V. Zulte Waregem זולטה ורכם S.V. Zulte Waregem players קטגוריה:כדורגלני זולטה ורכם S.W.A.T. ימ"מ יחידת פריצה S.srikar8/sandbox דייב בטיסטה S/2003 J 10 S/2003 J 10 S/2003 J 12 S/2003 J 12 S/2003 J 15 S/2003 J 15 S/2003 J 16 S/2003 J 16 S/2003 J 18 S/2003 J 18 S/2003 J 19 S/2003 J 19 S/2003 J 2 S/2003 J 2 S/2003 J 23 S/2003 J 23 S/2003 J 3 S/2003 J 3 S/2003 J 4 S/2003 J 4 S/2003 J 5 S/2003 J 5 S/2003 J 9 S/2003 J 9 S/2004 N 1 S/2004 N 1 S/2009 S 1 S/2009 S 1 S/2011 J 1 S/2011 J 1 S/2011 J 2 S/2011 J 2 S/2015 MK 2 S/Archives/Saandbox Runaways S/PDIF S/PDIF S7 Airlines S7 איירליינס SA SA SA80 SA80 SAD SAD SAGE Publications SAGE Publications SALT II סאל"ט SAMSON SAMSON SAP SAP SAP SE SAP SAPremiers תבנית:ראשי ממשלת דרום אפריקה SAR SAR SAR High School ס.ע.ר SAR-Lupe SAR-Lupe SAS SAS SAT SAT SATC Title.jpg תמונה:Sex and the City.jpg SAVAK סאוואכ SB Sb SBA סבא SBN4004/Acord אקורד SBN4004/Armonie הרמוניה SBN4004/Bas cifrat באסו קונטינואו SBN4004/Cadenta קדנצה SBN4004/Clavecin צ'מבלו SBN4004/Clavicord קלאוויקורד SBN4004/Dezvoltare contrapunct קונטרפונקט SBN4004/Formantă פורמנט SBN4004/Gen muzical סוגה מוזיקלית SBN4004/Instrument כלי נגינה SBN4004/Instrument cu coarde כלי קורדופוני SBN4004/Instrument de percuție כלי הקשה SBN4004/Instrument de suflat din alamă כלי נשיפה מעץ SBN4004/Instrument de suflat din lemn כלי נשיפה ממתכת SBN4004/Instrument electronic כלי נגינה אלקטרוניים SBN4004/Interval מרווח SBN4004/Moduri muzicale מודוס SBN4004/Muzica מוזיקה SBN4004/Neuma נוימה SBN4004/Ritm muzical משקל SBN4004/Tempo מפעם SBN4004/Tetracord טטרקורד SBN4004/Tonalitate טונאליות SBN4004/Universitate אוניברסיטה SBN4004/Viola da gamba ויולה דה גמבה SBV Excelsior players קטגוריה:כדורגלני אקסלסיור רוטרדם SBV Vitesse ויטסה ארנהם SC SC SC Bastia ספורטינג קלוב דה באסטיה SC Bastia players קטגוריה:כדורגלני באסטיה SC Cambuur players קטגוריה:כדורגלני קמבור SC Fortuna Köln פורטונה קלן SC Fortuna Köln players קטגוריה:כדורגלני פורטונה קלן SC Freiburg מועדון ספורט פרייבורג SC Freiburg players קטגוריה:כדורגלני פרייבורג SC Hakoah Wien footballers קטגוריה:כדורגלני הכח וינה SC Heerenveen הירנביין SC Heerenveen players קטגוריה:כדורגלני הירנביין SC Kryvbas קריוובס באסקט SC Paderborn 07 פאדרבורן 07 SC Rheindorf Altach ריינדורף אלטץ' SC Tavriya Simferopol טאבריה סימפרופול SC Tavriya Simferopol players קטגוריה:כדורגלני טאבריה סימפרופול SC Wiener Neustadt וינר נוישטט SCADA SCADA SCC SCC SCID SCID SCM CSU Craiova מוניציפל קראיובה SCO SCO SCOLA סקולה SCOTUS horizontal תבנית:בית המשפט העליון של ארצות הברית SCR-300 מ.ק. 20 SCR-584 radar SCR-584 SCSI SCSI SD SD SD Eibar אייבר SD Eibar footballers קטגוריה:כדורגלני אייבר SD Huesca footballers קטגוריה:כדורגלני וסקה SD Ponferradina players קטגוריה:כדורגלני פונפראדינה SDC4004/Ciclotron ציקלוטרון SDC4004/Sincrotron סינכרוטרון SDR SDR SDS SDS SDSKrupnikova/sandbox דונמה SDY/fighter מטוס קרב SEALAB Sealab SEAT סיאט SEAT Ibiza סיאט איביזה SEC SEC SECAM SECAM SELENE סלן SERINE/ավազարկղ גישוש נסוג SERVQUAL SERVQUAL SETI סתי SETI@home SETI@home SEWilco/Kyoto Protocol פרוטוקול קיוטו SFOR כוח הייצוב SFX SFX SG Sg SG Flensburg-Handewitt SG פלנסבורג SG Wattenscheid 09 ווטנשייד 09 SG Wattenscheid 09 players קטגוריה:כדורגלני ווטנשייד 09 SG-43 Goryunov גוריונוב SG-43 SHA-2 SHA-2 SHA-3 SHA-3 SHALVA שלוה SHEKHAR GHANTALA/sandbox סלמן ח'אן SI units קטגוריה:מערכת היחידות הבינלאומית SI units תבנית:יחידות מידה SIAI-Marchetti סבויה-מרקטי SIG SG 550 SIG 550 SIG Sauer זיג זאואר SIGCOMM Award פרס סיגקום SIGTRAN SIGTRAN SIMON breach grenade סיימון SIS Building בניין SIS SISMI שירות הביון והביטחון הצבאי SK Austria Kärnten ס.ק. קרנטן SK Austria Kärnten players קטגוריה:כדורגלני אוסטריה קרנטן SK Blāzma SK בלזמה SK Brann בראן SK Hynix הייניקס SK Rapid Wien ראפיד וינה SK Rapid Wien players קטגוריה:כדורגלני ראפיד וינה SK Slavia Prague סלביה פראג SK Slavia Prague players קטגוריה:כדורגלני סלביה פראג SK Sturm Graz שטורם גראץ SK Sturm Graz players קטגוריה:כדורגלני שטורם גראץ SKA Saint Petersburg סק"א סנקט פטרבורג SKYY vodka סקאיי SLE346 A9/sandbox נקרוזה SLI SLI SLNS Gajabahu אח"י מזנק SLS SLS SLUC Nancy Basket מועדון הכדורסל נאנסי SLUC Nancy Basket players קטגוריה:כדורסלני נאנסי SM Sm SM Caen players קטגוריה:כדורגלני קן SM-65A Atlas אטלס A SM-65B Atlas אטלס B SM-65C Atlas אטלס C SM-65D Atlas אטלס D SM-65E Atlas אטלס E SM-65F Atlas אטלס F SMA connector מחבר RF#SMA SMART-1 סמארט-1 SMB SMB SMS Audio SMS Audio SMS Emden אמדן SN Sn SN 1054 סופרנובה 1054 SN 1181 סופרנובה 1181 SN 1572 סופרנובה 1572 SN 185 סופרנובה 185 SN 1987A סופרנובה 1987A SNCF SNCF SNDMSG SNDMSG SNK SNK פליימור SNOW SNOW SOAD KoRn משתמש:SOAD KoRn SOAP SOAP SOCATA TB family סוקטה TB SOCKS SOCKS SOKO SOKO SOLAS Convention האמנה הבינלאומית לבטיחות החיים בים SOMUA S35 סומואה SORM המערכת לפעולות חקירה מבצעיות SOS SOS SOSEMANUK SOSEMANUK SP-21 Barak ברק SPA ספא SPAD S.XIII ספאד אס XIII SPARC SPARC SPDY SPDY SPIE SPIE SPOT ספוט SPQR SPQR SPSS SPSS SPYDER SPYDER SQL SQL SQL Azure SQL Azure SQL Server Compact SQL Server Compact SQL injection הזרקת SQL SQLite SQLite SQUID סקוויד SR Sr SR-25 SR-25 SRI SRI SS Admiral Nakhimov אדמירל נחימוב SS Andrea Doria אנדריאה דוריה SS Cap Arcona קאפ ארקונה SS Central America סנטרל אמריקה SS Chelyuskin צ'ליוסקין SS Divisions תבנית:דיוויזיות הוואפן אס אס SS Erinpura ארינפורה SS Exodus אקסודוס SS France פראנס SS Great Britain גרייט בריטיין SS Main Office המשרד הראשי של האס אס SS Royal William רויאל ויליאם SS Shalom שלום SS Southern Cross צלב הדרום SS Struma סטרומה SS Volturno וולטורנו SS and police leader מפקד האס אס והמשטרה SS generals קטגוריה:גנרלים באס אס SS personnel קטגוריה:אנשי אס אס SS-20 Saber SS-20 Saber SS-Totenkopfverbände יחידות גולגולת המת SS501 SS501 SSI SSI SSV Ulm 1846 players קטגוריה:כדורגלני אולם 1846 SSZvH7N5n8/Anthropocentrism אנתרופוצנטריות START I האמנה לצמצום הנשק האסטרטגי STP STP STS CTC STS-1 STS-1 STS-101 STS-101 STS-102 STS-102 STS-103 STS-103 STS-107 STS-107 STS-107 תבנית:STS-107 STS-109 STS-109 STS-110 STS-110 STS-111 STS-111 STS-112 STS-112 STS-113 STS-113 STS-114 STS-114 STS-115 STS-115 STS-116 STS-116 STS-117 STS-117 STS-118 STS-118 STS-119 STS-119 STS-120 STS-120 STS-121 STS-121 STS-122 STS-122 STS-123 STS-123 STS-124 STS-124 STS-125 STS-125 STS-126 STS-126 STS-127 STS-127 STS-128 STS-128 STS-129 STS-129 STS-130 STS-130 STS-131 STS-131 STS-132 STS-132 STS-133 STS-133 STS-134 STS-134 STS-135 STS-135 STS-2 STS-2 STS-26 STS-26 STS-27 STS-27 STS-28 STS-28 STS-29 STS-29 STS-3 STS-3 STS-30 STS-30 STS-31 STS-31 STS-32 STS-32 STS-33 STS-33 STS-34 STS-34 STS-35 STS-35 STS-36 STS-36 STS-37 STS-37 STS-38 STS-38 STS-39 STS-39 STS-3xx STS-3xx STS-4 STS-4 STS-40 STS-40 STS-41 STS-41 STS-41-B STS-41-B STS-41-C STS-41-C STS-41-D STS-41-D STS-41-G STS-41-G STS-42 STS-42 STS-43 STS-43 STS-44 STS-44 STS-45 STS-45 STS-46 STS-46 STS-47 STS-47 STS-48 STS-48 STS-49 STS-49 STS-5 STS-5 STS-50 STS-50 STS-51-A STS-51-A STS-51-B STS-51-B STS-51-C STS-51-C STS-51-D STS-51-D STS-51-F STS-51-F STS-51-G STS-51-G STS-51-I STS-51-I STS-51-J STS-51-J STS-51-L STS-51-L STS-52 STS-52 STS-53 STS-53 STS-54 STS-54 STS-55 STS-55 STS-56 STS-56 STS-6 STS-6 STS-60 STS-60 STS-61 STS-61 STS-61-A STS-61-A STS-61-B STS-61-B STS-61-C STS-61-C STS-63 STS-63 STS-7 STS-7 STS-71 STS-71 STS-74 STS-74 STS-76 STS-76 STS-79 STS-79 STS-8 STS-8 STS-81 STS-81 STS-82 STS-82 STS-84 STS-84 STS-86 STS-86 STS-89 STS-89 STS-9 STS-9 STS-91 STS-91 STS-92 STS-92 STS-95 STS-95 STS-98 STS-98 STS-99 STS-99 SU-100 SU-100 SU-122 SU-122 SU-152 SU-152 SU-76 SU-76 SU-85 SU-85 SUMKA סומכא SUP בקרת ירי SUR סור SUSE Linux distributions סוזה לינוקס SV Darmstadt 98 דרמשטאט 98 SV Darmstadt 98 players קטגוריה:כדורגלני דרמשטאט 98 SV Grödig גרודיג SV Mattersburg מאטרסבורג SV Mattersburg players קטגוריה:כדורגלני מאטרסבורג SV Mattersburg.png קובץ:SV Mattersburg.jpg SV Ried ריד SV Ried players קטגוריה:כדורגלני ריד SV Sandhausen ס.ו. זנדהאוזן SV Waldhof Mannheim וולדהוף מנהיים SV Waldhof Mannheim players קטגוריה:כדורגלני וולדהוף מנהיים SV Werder Bremen ורדר ברמן SV Werder Bremen managers קטגוריה:מאמני ורדר ברמן SV Werder Bremen players קטגוריה:כדורגלני ורדר ברמן SV40 SV40 SVT-40 SVT-40 SWAT SWAT SWOT analysis SWOT SXDF-NB1006-2 SXDF-NB1006-2 SY Aurora אורורה SY Aurora's drift סחף אורורה SYN flood הצפת SYN SYSTEM.INI SYSTEM.INI Sa'ad סעד Sa'ad ad-Din II סעאד א-דין השני Sa'ad al-Dawla סעד אל-דוולה Sa'ar סער Sa'ar 2-class missile boat סער 2 Sa'ar 3-class missile boat סער 3 Sa'ar 4-class missile boat סער 4 Sa'ar 4.5-class missile boat סער 4.5 Sa'ar 5-class corvette סער 5 Sa'ar 6-class corvette סער 6 Sa'ar 72-class corvette סער 72 Sa'ar Benbenishti סער בנבנישתי Sa'dah צעדה Sa'id al-Shawwa סעיד א-שאווה Sa'id of Egypt מוחמד סעיד פאשה Sa'idi Arabic ערבית סעידית Sa'sa' סעסע Sa-Nur שא-נור Sa`id Hawwa סעיד חווא Sa`id al-Mufti סעיד אל-מופתי Saab קטגוריה:סאאב Saab 2000 סאאב 2000 Saab 340 סאאב 340 Saab 900 סאאב 900 Saab Automobile סאאב Saab JAS 39 Gripen JAS-39 גריפן Saad סעד Saad Al-Salim Al-Sabah סעד אל-עבדאללה א-סאלם א-סבאח Saad Haddad סעד חדאד Saad Hariri סעד אל-חרירי Saad Jumaa סעד ג'ומעה Saad Lamjarred סעד למג'רד Saad Zaghloul סעד זע'לול Saad el-Shazly סעד א-שאזלי Saada Governorate צעדה Saadallah Wannous סעד אללה ונוס Saadat סעדאת Saadi dynasty השושלת הסעדית Saadia Gaon סעדיה גאון Saadia Ibn Danan סעדיה אבן דנאן Saadia Kobashi סעדיה כובשי Saadia Marciano סעדיה מרציאנו Saalstin/Governance of the United Kingdom פוליטיקה של הממלכה המאוחדת Saami Council מועצת הסאמי Saar סאר Saar Offensive מתקפת הסאר Saar at the 1952 Summer Olympics חבל הסאר במשחקים האולימפיים Saarbrücken זארבריקן Saare County סארה Saaremaa סארמאה Saarland חבל הסאר Saarland קטגוריה:חבל הסאר Saarland Dillingen דילינגן Saarland Neunkirchen נוינקירכן Saarland national football team נבחרת סארלנד בכדורגל Saarloos wolfdog כלב-זאב סאארלוס Saarlouis סארלואי Saartjie Baartman שרה סארטיה בארטמן Saas-Fee סאס פה Saatchi Gallery גלריה סאצ'י Saavik סאביק Saba סאבא Saba קטגוריה:סאבא Sabaean language שבאית Sabaeans סבא Sabagadis סבגדיס Sabah סבאח Sabah סבה Sabah Al-Ahmad Al-Jaber Al-Sabah סבאח אל-אחמד אל-ג'אבר א-סבאח Sabahattin Ali סבהאטין אלי Saban סבן Sabancı Central Mosque המסגד המרכזי על שם סבנג'י Sabatier reaction תגובת סבטייה Sabato Morais שבתאי מוראיס Sabaton סבטון Sabbas the Sanctified סבאס Sabbatai Zevi שבתי צבי Sabbateans קטגוריה:שבתאות Sabbateans שבתאות Sabbath שבת Sabbath Bloody Sabbath Sabbath Bloody Sabbath Sabbath food preparation מלאכת מבשל Sabbath in Christianity שומרי השבת Sabbioneta סביונטה Sabeen Mahmud סבין מהמוד Sabellians סאמניטים Sabellida קטגוריה:נרתיקניות Sabena סבנה Sabena Flight 571 חטיפת מטוס סבנה Saber-toothed cat בעלי ניבי חרב Saber-toothed cats קטגוריה:בעלי ניבי חרב Saberreps/sandbox קווינסי ג'ונס Sabian סביאן Sabicas סאביקאס Sabich סביח Sabiha Gökçen International Airport נמל התעופה הבינלאומי איסטנבול סביהה גקצ'ן Sabil Abu Nabbut סביל אבו נבוט Sabina Spielrein סבינה שפילריין Sabine Braun זאבינה בראון Sabine Lisicki סבינה ליזיקי Sabine Lisicki career statistics סבינה ליזיקי Sabine Schmitz סבינה שמיץ Sabine Zlatin סבין זלטין Sabine's gull שחף ממוזלג-זנב Sabium סביום Sable סאבל Sable צובל Sable Island סייבל Sable antelope אנטילופת סוס שחורה Sablé סאבלה Sabotage Sabotage Sabotage סבוטז' Sabr ad-Din I סאבר א-דין הראשון Sabra סברה Sabra צבר Sabra and Shatila massacre טבח סברה ושתילה Sabra liqueur סברה Sabratha סברתה Sabre Dance מחול החרבות Sabres סייברס Sabretooth סייברטות' Sabri Jiryis סברי ג'ריס Sabri Maranan סברי מרנן Sabrina סברינה Sabrina Carpenter סברינה קרפנטר Sabrina: The Animated Series סברינה המכשפה הצעירה Saburtalo Pantheon פנתאון סבורתלו Sac-winged bat אשמניים Saccharin סכרין Saccharomyces cerevisiae שמר האפייה Saccharum קנה סוכר Sacco and Vanzetti סאקו וונצטי Sacha Baron Cohen סשה ברון כהן Sacha Baron Cohen תבנית:סשה ברון כהן Sacha Distel סשה דיסטל Sacha Guitry סשה גיטרי Sacher Park גן סאקר Sachertorte זאכרטורטה Sachio340~enwiki user:sachio340 Sachkhere סצ'חרה Sachkhere Municipality נפת סצ'חרה Sachs זקס Sachsenburg concentration camp זקסנבורג Sachsenhausen concentration camp זקסנהאוזן Sack of Rome ביזת רומא Sacral plexus מקלעת העצה Sacrament סקרמנט Sacrament of Penance וידוי Sacramentals סקרמנטלים Sacramento Kings סקרמנטו קינגס Sacramento Kings players קטגוריה:כדורסלני סקרמנטו קינגס Sacramento River סקרמנטו Sacred קודש וחול ביהדות Sacred Band of Thebes הגדוד הקדוש של תבאי Sacred Defence Week שבוע ההגנה המקודשת Sacred Fire: Live in South America Sacred Fire: Live in South America Sacred Reich Sacred Reich Sacred Reich albums קטגוריה:אלבומי סייקרד רייך Sacred cow פרה קדושה Sacred groves קטגוריה:חורשות Sacred language לשון קודש Sacred tradition מסורה Sacri Monti of Piedmont and Lombardy ההרים הקדושים Sacrifice הקרבה Sacrifice קורבן Sacroiliac joint מפרק העצה והכסל Sacrum סקרום Sacubitril סאקוביטריל Sad Day for Puppets Sad Day For Puppets Sad but True Sad but True Sadakazu Tanigaki סדקזו טאניגקי Sadako Sasaki סדקו ססקי Sadamichi Kajioka סדמיצ'י קג'יאוקה Sadan סדן Sadao Araki סדאו אראקי Sadat Bukari סאדאת בוקארי Saddam Hussein סדאם חוסיין Saddle אוכף Saddle Creek Records סאדל קריק Saddle point נקודת אוכף Saddle-billed stork חסידת האוכף Sadducees צדוקים Sade שאדיי Sadhora סדיגורה Sadie Calvano סיידי קאלבנו Sadigura חסידות סדיגורה Sadio Mané סאדיו מאנה Sadiq El Fitouri סאדיק אל-פיטורי Sadiq Khan סאדיק קאן Sadness עצב Sado סאדו Sadr סאדר Sadr City צאדר סיטי Sadzen סדזן Saeb Erekat סאיב עריקאת Saeed Al-Owairan סעיד אוויראן Saeed Jalili סעיד ג'לילי Saeed Mortazavi סעיד מורתזווי Saeima סאימה Safad Alma עלמא Safad Yarda חורבת ירדה Safaniya Oil Field שדה ספאנייה Safar צפר Safari ספארי Safavid dynasty האימפריה הספווית Safavid dynasty קטגוריה:האימפריה הספווית Safe כספת Safe Trip Home Safe Trip Home Safe sex מין בטוח Safed צפת Safed קטגוריה:צפת Safet Sušić סאפט סושיץ' Safety בטיחות Safety קטגוריה:בטיחות Safety Last! Safety Last! Safety curtain מסך ברזל Safety data sheet גיליון בטיחות חומרים Safety equipment קטגוריה:ציוד בטיחות Safety orange כתום בטיחותי Safety pin סיכת ביטחון Safety razor סכין גילוח Safety service שירות בטיחות Safety valve שסתום בטיחות Safeway Inc. סייפוויי Safeword מילת ביטחון Saffarid dynasty השושלת הצפארית Saffet Pasha מחמד סאוופט פאשה Saffir–Simpson hurricane scale סולם ספיר-סימפסון Saffir–Simpson hurricane wind scale סולם ספיר-סימפסון Safflower חריע Saffron זעפרן Saffron Burrows ספרון בורוז Safir סאפיר Safita סאפיתא SafiyaLahlaf/sandbox הבעת פנים Safiye Sultan ספייה סולטאן Safiyya bint Huyayy צפיה Saforrest משתמש:Saforrest Safra ספרא Safra Catz צפרא כץ Safra Square כיכר ספרא Safra family קטגוריה:משפחת ספרא Safra massacre יום הסכינים הארוכות Safranbolu ספרנבולו Safsaf צפצאף Safura Alizadeh סאפורה אליזאדה Saga סאגה Saga סגה Saga Prefecture סאגה Sagarmatha National Park הפארק הלאומי סגרמאטהה Sage סייג' SageTV SageTV Sagi שגיא Sagi Haviv שגיא חביב Sagi Muki שגיא מוקי Sagi Strauss שגיא שטראוס Sagie User:Sagie Sagitta חץ Sagitta קטגוריה:קבוצת הכוכבים חץ Sagittaria חצצון Sagittarius מזל קשת Sagittarius קטגוריה:קבוצת הכוכבים קשת Sagittarius קשת Sagittarius Star Cloud M24 Sagiv Cohen סגיב כהן Sagiv Cohen שגיב כהן Sagol 59 סגול 59 Sagrada Família סגרדה פמיליה Sagres סגרש Saguaro סגווארו Sagum סגוס Sagunto סגונטו Saha ionization equation משוואת היינון של סאהא Sahabah אלצחאבה Sahar סהר Sahar Khalifeh סחר ח'ליפה Sahara Sahara Sahara סהרה Sahara Forest Project פרויקט יער סהרה Saharan striped polecat חמוס מפוספס סהרי Saharo-Arabian Region האזור הסהרו-ערבי Saharon Shelah שהרן שלח Saharonim Prison בית סוהר סהרונים Sahel סאהל Sahelanthropus סהלאנתרופוס צ'אדנסיס Sahih al-Bukhari צחיח אל-בוח'ארי Sahillshaha וורן באפט Sahl Arraba עמק דותן Sahl ben Matzliah סהל בן מצליח הכהן Sahle Dengel קיסר אתיופיה סהלה דנגל Sahle Selassie סהלה סלאסי Sahrawi Arab Democratic Republic רפובליקת סהרה הערבית הדמוקרטית Sai סאי Sai Kung District סאי קונג Said Akl סעיד עקל Said Hammami סעיד חמאמי Said Musa סעיד מוסה Said Nafa סעיד נפאע Said Nursî סעיד נורסי Said Seyam סעיד סיאם Said al-Muragha סעיד מוראע'ה Saidi Ntibazonkiza סעידי נטיבזונקיזה Saidov סיידוף Saif al-Arab Gaddafi סיף אל-ערב קדאפי Saif al-Islam Gaddafi סיף אל-אסלאם קדאפי Saifi Village א-סייפי Saiga antelope סאיגה Saignelégier סניילז'ייה Saigō Takamori טקמורי סאיגו Saiht User:Saiht Saikat 2012/sandbox עזרה:דף משנה Sail מפרש Sail Tower מגדל המפרש Sailboat מפרשית Sailfin molly מולי מפרש Sailfish מפרשן Sailing קטגוריה:שיט תחרותי Sailing שיט מפרשיות Sailing שיט תחרותי Sailing at the Summer Olympics שיט במשחקים האולימפיים Sailing ballast מי נטל Sailing competitions קטגוריה:תחרויות ספורט מים Sailing rigs and rigging קטגוריה:מערכי מפרשים וחלקיהם Sailing ship אוניית מפרשים Sailing ships קטגוריה:אוניות וספינות מפרשים Sailor ספן Sailor Moon סיילור מון Sailor suit חליפת מלחים Sailors קטגוריה:ימאים Sailors קטגוריה:משיטי יאכטות Sailors by nationality קטגוריה:ימאים בחילות ים Saimaa סאימה Saingilo סאינגילו Saint קדוש Saint Andrew אנדראס הקדוש Saint Anne אנה הקדושה Saint Apollonia אפולוניה הקדושה Saint Barbara ברברה הקדושה Saint Barthélemy סן ברתלמי Saint Barthélemy national football team נבחרת סן ברתלמי בכדורגל Saint Basil's Cathedral כנסיית וסילי הקדוש Saint Blaise בלזיוס הקדוש Saint Boniface בוניפציוס הקדוש Saint Catherine's Monastery מנזר סנטה קתרינה Saint Christopher כריסטופורוס הקדוש Saint Clara קלרה הקדושה Saint David's Day יום דוד הקדוש Saint Denis סן-דני Saint Dominic דומיניקוס הקדוש Saint Drogo דרוגו הקדוש Saint Eligius אליגיוס הקדוש Saint Etienne סנט אטיין Saint Eustace אוסטתיוס הקדוש Saint George גאורגיוס הקדוש Saint Giles אגידיוס Saint Helena סנט הלנה Saint Helena קטגוריה:סנט הלנה Saint Helena Jamestown ג'יימסטאון Saint Helier סנט הלייר Saint Hervé הרבאוס Saint Hmong מובי Saint Homobonus הומובונוס Saint Isaac's Cathedral קתדרלת איסק הקדוש Saint James סנט ג'יימס Saint Jerome Writing הירונימוס הקדוש כותב Saint Joan ז'אן ד'ארק Saint John Eye Hospital Group בית החולים סנט ג'ון Saint John's Co-Cathedral קתדרלת יוחנן הקדוש Saint Joseph יוסף הקדוש Saint Joseph University אוניברסיטת סן-ז'וזף Saint Kitts סנט קיטס Saint Kitts and Nevis סנט קיטס ונוויס Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס Saint Kitts and Nevis Charlestown צ'ארלסטאון Saint Kitts and Nevis Newcastle ניוקאסל Saint Kitts and Nevis at the Olympics סנט קיטס ונוויס במשחקים האולימפיים Saint Kitts and Nevis national football team נבחרת סנט קיטס ונוויס בכדורגל Saint Kitts and Nevis people קטגוריה:סנט קיטס ונוויס: אישים Saint Lawrence סנט לורנס Saint Lawrence River סנט לורנס Saint Lawrence Seaway נתיב המים סנט לורנס Saint Louis סנט לואיס Saint Lucia סנט לוסיה Saint Lucia קטגוריה:סנט לוסיה Saint Lucia Vieux Fort וויו פור Saint Lucia at the Olympics סנט לוסיה במשחקים האולימפיים Saint Lucia national football team נבחרת סנט לוסיה בכדורגל Saint Lucy לוצ'יה הקדושה מסירקוזה Saint Malachy מלאכי הקדוש Saint Marinus מרינוס הקדוש Saint Mark Monastery Jerusalem כנסיית סנט מרק Saint Mark Monastery Of Jerusalem כנסיית סנט מרק Saint Martin סן מרטין Saint Martin קטגוריה:סנט מארטן Saint Matthew מתי Saint Matthias מתיאס הקדוש Saint Maurice מאוריציוס הקדוש Saint Michael's Castle טירת מיכאילובסקי Saint Mungo Cup גביע מונגו הקדוש Saint Naum נאום Saint Nicholas ניקולאוס הקדוש Saint Notburga נוטבורגה Saint Pantaleon פנטלאון הקדוש Saint Patrick פטריק הקדוש Saint Patrick's Day יום פטריק הקדוש Saint Patrick's Saltire צלב פטריק הקדוש Saint Paul Chamber Orchestra תזמורת סיינט פול Saint Paul Trail שביל פאולוס הקדוש Saint Paula פאולה הקדושה Saint Peter פטרוס Saint Peter Port סנט פיטר פורט Saint Peter and Saint Paul Archipelago ארכיפלג פטרוס הקדוש ופאולוס הקדוש Saint Petersburg סנקט פטרבורג Saint Petersburg קטגוריה:סנקט פטרבורג Saint Petersburg Admiralty building בניין האדמירליות Saint Petersburg City Administration מינהל העיר סנקט פטרבורג Saint Petersburg Frunzensky District רובע פרונזה Saint Petersburg Kalininsky District רובע קלינין Saint Petersburg Kazan Cathedral קתדרלת קאזאן Saint Petersburg Kirovsky District רובע קירוב Saint Petersburg Krasnogvardeysky District רובע המשמר האדום Saint Petersburg Krasnoselsky District רובע קראסנוסלסקי Saint Petersburg Metro הרכבת התחתית של סנקט פטרבורג Saint Petersburg Moskovsky District רובע מוסקבה Saint Petersburg Mosque מסגד סנקט פטרבורג Saint Petersburg Philharmonic Orchestra התזמורת הפילהרמונית של סנקט פטרבורג Saint Petersburg Police משטרת סנקט פטרבורג Saint Petersburg Primorsky District האזור הסמוך לים Saint Petersburg Pushkin פושקין Saint Petersburg Pushkinsky District רובע פושקין Saint Petersburg Ring Road כביש הטבעת של סנקט פטרבורג Saint Petersburg Soviet הסובייט של פטרבורג Saint Petersburg State University אוניברסיטת סנקט פטרבורג Saint Petersburg Stock Exchange הבורסה לניירות ערך בסנקט פטרבורג Saint Petersburg Tsentralny District הרובע המרכזי Saint Petersburg Vyborgsky District רובע ויבורג Saint Pierre and Miquelon סן פייר ומיקלון Saint Pierre and Miquelon national football team נבחרת סן פייר ומיקלון בכדורגל Saint Publius פובליוס הקדוש Saint Roch רוכוס הקדוש Saint Sebastian סבסטיאן הקדוש Saint Spyridon ספירידיון הקדוש Saint Stepanos Monastery מנזר סטפנוס הקדוש Saint Stephen סטפנוס הקדוש Saint Telemachus טלמכוס הקדוש Saint Thomas סנט תומאס Saint Timothy טימותיאוס Saint Titus טיטוס Saint Valentine ולנטינוס הקדוש Saint Valentine's Day Massacre טבח יום ולנטיין Saint Veronica ורוניקה הקדושה Saint Vincent סנט וינסנט Saint Vincent and the Grenadines סנט וינסנט והגרנדינים Saint Vincent and the Grenadines קטגוריה:סנט וינסנט והגרנדינים Saint Vincent and the Grenadines Georgetown ג'ורג'טאון Saint Vincent and the Grenadines Port Elizabeth פורט אליזבת Saint Vincent and the Grenadines at the Olympics סנט וינסנט והגרנדינים במשחקים האולימפיים Saint Vincent and the Grenadines national football team נבחרת סנט וינסנט והגרנדינים בכדורגל Saint Wenceslas Cathedral קתדרלת ואצלב הקדוש Saint Winifred ויניפרד הקדושה Saint-Brice-sous-Forêt סן-ברי-סוס-פורט Saint-Brieuc סן-בריו Saint-Chamond סן שאמון Saint-Dié-des-Vosges סן-דייה-דה-ווז' Saint-Germain סן ז'רמן Saint-John Perse סן-ג'ון פרס Saint-Louis-du-Ha! Ha! סן לואי דו הא! הא! Saint-Lô סן-לו Saint-Malo סן-מלו Saint-Martin national football team נבחרת סן מרטן בכדורגל Saint-Michel סן-מישל Saint-Paul-de-Vence סן-פול-דה-ואנס Saint-Simon סן סימון Saint-Sulpice סן-סולפיס Saint-Émilion סנט-אמיליון Saint-Étienne סנט אטיין Sainte-Chapelle סנט שאפל Sainte-Maure de Touraine סנט מור Sainte-Mère-Église סנט מר אגליז Saints קטגוריה:מבורכים נוצרים Saints Cosmas and Damian קוסמאס ודמיאנוס הקדושים Saints Cyril and Methodius קירילוס ומתודיוס Saints Row Saints Row Saints of Georgia קטגוריה:קדושים גאורגים Saionji Kinmochi סיונג'י קינמוצ'י Saipa F.C. players קטגוריה:כדורגלני סייפה Saipan סאיפאן Saiph סיף Saitama Prefecture סאיטאמה Saitama Saitama סאיטאמה Saitō Makoto סאיטו מקוטו Sajmište concentration camp מחנה הריכוז סיימישטה Sajur סאג'ור Sajó סלאנה Sajószentpéter שיוסנטפטר Sakai incident תקרית סאקאי Sakari Oramo סאקארי אוראמו Sakarya סקריה Sakarya River סקריה Sake סאקה Saker falcon בז ציידים Sakha Republic קטגוריה:סאחה Sakha Republic רפובליקת סאחה-יקוטיה Sakha Republic Mirny מירני Sakhalin סחלין Sakhalin Oblast סחלין Sakharov סחרוב Sakharov Gardens גינות סחרוב Sakharov Prize פרס סחרוב לחופש המחשבה Sakhir סאח'יר Sakhnin סח'נין Saki סאקי Sakib סאקיב Sakineh Mohammadi Ashtiani סקינה מוחמדי אשטיאני Sakis Rouvas סאקיס רובאס Sakoku סאקוקו Sakura Island סקורג'ימה Sakura Kinomoto סאקורה קינומוטו Sakurajima סקורג'ימה Sal Mineo סאל מינאו Sal Tarbut Strauss סל תרבות שטראוס Sal'it סלעית Sala Stadium אצטדיון סלה Salad סלט Salad bar בר סלטים Salade niçoise סלט ניסואז Saladin צלאח א-דין Saladin Governorate סלאח א-דין Salads קטגוריה:סלטים Salafi jihadism הג'יהאד הסלפי Salafi movement סלפיה Salah סאלח Salah סלאח Salah צלאה Salah שלח Salah Hasarma סאלח חסארמה Salah Jadid סלאח ג'דיד Salah Khalaf צלאח ח'לף Salah Mejri סאלח מג'רי Salah Shehade סלאח שחאדה Salah Tarif סאלח טריף Salah al-Din Road דרך סלאח א-דין Salah al-Din al-Bitar סלאח א-דין אל-ביטאר Salah al-Din al-Sabbagh סלאח א-דין א-סבאע' Salah-Hassan Hanifes סאלח-חסן ח'ניפס Salakas סלקאס Salam Fayyad סלאם פיאד Salamanca סלמנקה Salamander בעלי זנב Salamanders קטגוריה:בעלי זנב Salamanders in folklore and legend סלמנדרה Salamandra סלמנדרה Salamandridae סלמנדריים Salamandridae קטגוריה:סלמנדריים Salamandroidea סלמנדרות Salamaua–Lae campaign קרב לאה-סלמאואה Salami סלמי Salami tactics שיטת הסלאמי Salamina סלאמינה Salamis סלמיס Salamis Island סלמיס Salammbô שלמבו Salamo Arouch שלמה ארוך Salamone Rossi סלומונה רוסי Salanoia סלנויה Salanoia durrelli סלנוית דורל Salant סלנט Salantai סלנט Salar de Uyuni סאלאר דה אויוני Salary שכר Salaspils concentration camp סלספילס Salat קטגוריה:צלאה Salată de boeuf סלט דה בף Salavan סלבן Salavat Yulaev Ufa סלבאט יולאייב אופה Salbutamol סאלבוטאמול Salcia Landmann זלציה לנדמן Saleh Bakri סאלח בכרי Saleh Saleem סאלח סלים Saleh Selim סאלח סלים Saleh Suleiman צאלח סלימאן Saleh al Aridi סאלח אל-ערידי Saleh al-Ali סאלח אל-עלי Saleh al-Arouri סאלח אל-עארורי Saleh and Daoud Al-Kuwaity האחים סאלח ודאוד אל-כוויתי Salekhard סלחרד Salelologa סללולוגה Salem Salem Salem סאלם Salem שלם Salem Abu Siam סאלם אבו סיאם Salem witch trials ציד המכשפות בסיילם Salep סחלב Salerno סלרנו Sales מכירה Sales lead ליד Sales promotion קידום מכירות Sales tax מס קנייה Salesforce.com Salesforce.com Salfit סלפית Salfit Governorate קטגוריה:נפת סלפית Salgótarján שאלגוטאריאן Sali Berisha סאלי ברישה Salian Franks פרנקים סאלים Salic law החוק הסאלי Salicaceae ערבתיים Salicaceae קטגוריה:ערבתיים Salicylic acid חומצה סליצילית Salif Keita סאליף קייטה Salif Sané סליף סאנה Salih Jabr סאלח ג'בר Salim Barakat סלים ברכאת Salim Halali סלים הללי Salim Idris סלים אידריס Salim Joubran סלים ג'ובראן Salim Kechiouche סלים קשיוש Salim Tamari סלים תמרי Salim Tuama סלים טועמה Salim al-Husayni סלים אל-חוסייני Salima Pasha סלימה מוראד Salimbene di Adam סאלימבנה די אדם Salina סלינה Salinas Grandes סלינאס גראנדס Saline תמיסת מלח Saline lakes קטגוריה:ימות ואגמים מלוחים Salinity מליחות Salinometer סלינומטר Salinon סאלינון Salisbury סולסברי Salisbury Cathedral קתדרלת סולסברי Salisbury Crags צוקי סולסברי Saliva רוק Salivary gland בלוטות רוק Salix babylonica ערבת בבל Salk חוליה Salka Viertel זאלקה פירטל Salla סאלה Sallah Shabati סאלח שבתי Sallah.jpg קובץ:Sallah.jpg Sallai Meridor סלי מרידור Sallama סלאמה Sallust גאיוס סאלוסטיוס קריספוס Sallustiano סאלוסטיאנו Sally סאלי Sally Field סאלי פילד Sally Gunnell סאלי גנל Sally Hawkins סאלי הוקינס Sally Jewell סאלי ג'וול Sally Kellerman סאלי קלרמן Sally Kirkland סאלי קירקלנד Sally Lunn bun לחמניית סאלי לן Sally Mann סאלי מאן Sally Pearson סאלי פירסון Sally Ride סאלי רייד Salma Hayek סלמה הייק Salman סלמאן Salman Khan סלמן ח'אן Salman Masalha סלמאן מצאלחה Salman Natour סלמאן נאטור Salman Rushdie סלמאן רושדי Salman Schocken שלמה זלמן שוקן Salman of Saudi Arabia מלך ערב הסעודית סלמאן Salman the Persian סלמאן הפרסי Salme Parish סאלמה Salminus brasiliensis דוראדו זהוב Salmon שלמון Salmon shark כריש הסלמון Salmonella סלמונלה Salmonidae סלמוניים Salmonidae קטגוריה:סלמונאים Salo סאלו Salo Flohr סאלו פלור Salo Weisselberger סאלו וייסלברגר Salo Wittmayer Baron שלום בארון Salome סלומה Salome שלומית בת הרודיאס Salome תלמידת ישו שלומית Salome Alexandra שלומציון המלכה Salome I שלומית Salome Zurabishvili סלומה זורבישווילי Salomon סולומון Salomon Bernstein שלמה ברנשטיין Salomon Buber שלמה בובר Salomon Formstecher שלמה פורמשטכר Salomon Heine סלומון היינה Salomon II קיסר אתיופיה סלומון השני Salomon III קיסר אתיופיה סלומון השלישי Salomon Kalou סלומון קאלו Salomon Kohn שלמה כהן Salomon Langleben סלומון לאנגלבן Salomon Maimon שלמה מימון Salomon Mandelkern שלמה מנדלקרן Salomon Morel סלומון מורל Salomon Munk שלמה מונק Salomon Sulzer סלומון זולצר Salomon Wininger שלמה וינינגר Salomé סלומה Salomón Lerner Ghitis סלומון לרנר גיטיס Salon סלון ספרותי Salon Mazal סלון מזל Salon d'Automne סלון הסתיו Salon-holders קטגוריה:בעלות סלונים ספרותיים Salonga National Park הפארק הלאומי סלונגה Saloum River סלום Salsa סלסה Salsa רוטב סלסה Salsa20 Salsa20 Salsola imbricata מלחית מבאישה Salsola vermiculata מלחית אשונה Salt מלח Salt סולט Salt Lake City סולט לייק סיטי Salt Lake City International Airport נמל התעופה הבינלאומי של סולט לייק סיטי Salt March צעדת המלח Salt River סולט Salt and light מלח הארץ Salt and pepper shakers מלחייה Salt evaporation pond בריכת אידוי למלח Salt lake אגם מלח Salt metathesis reaction מטתזה Salt of the Earth מלח הארץ Salt of the earth מלח הארץ Salt pan מדבר מלח Salt-N-Pepa סולט אנ' פפה Salta סלטה Salta General Güemes חנרל גואמס Salta Orán סן רמון דה לה נואבה אוראן Salta Province סלטה Salta Province קטגוריה:סלטה Salta Tartagal טרטגל Saltaire סלטייר Saltasaurus סלטזאורוס Salticidae קטגוריה:קופצניים Saltillo סלטיו Saltimbanco סאלטימבנקו Saltimbocca סלטימבוקה Salting out Salting out Saltire צלב אנדראס הקדוש Saltire flags קטגוריה:דגלי צלב סאלטייר Salton Sea ימת סלטון Salton Sink שקע סלטון Salts קטגוריה:מלחים Saltwater crocodile תנין הים Salty dog סולטי דוג Saludos Amigos סלודוס אמיגוס Saluki סלוקי Salute הצדעה Salva Kiir Mayardit סאלווה קיר מאיארדיט Salvador סלבדור Salvador Allende סלבדור איינדה Salvador Dalí סלבדור דאלי Salvador Dalí קטגוריה:סלבדור דאלי Salvador Espriu סלוודור אספריו Salvador García סלבה גרסיה Salvador Luria סלבדור לוריא Salvador Reyes Monteón סלבדור רייס מונטאון Salvador Sadurní סלבדור סדורני Salvador Seguí סלבדור סגי Salvador Sánchez Cerén סלוודור סאנצ'ס סרן Salvadora persica סלוודורה פרסית Salvadoraceae קטגוריה:סלוודוריים Salvadoran journalists קטגוריה:עיתונאים אל סלוודורים Salvadoran people קטגוריה:אל סלוודורים Salvadoran politicians קטגוריה:פוליטיקאים אל סלוודורים Salvadore Cammarano סלבטורה קמאראנו Salvadori's teal ברווז סלוודורי Salvation גאולה Salvation Poster.JPG תמונה:Salvation.jpg Salvator Cicurel סלבטור סיקורל Salvatore Quasimodo סלווטורה קווזימודו Salvatore Schillaci סלבטורה סקילאצ'י Salvatore Sirigu סלבטורה סיריגו Salvia מרווה Salvia divinorum סלוויה דיווינורום Salvia fruticosa מרווה משולשת Salvia hispanica מרווה היספאנית Salvia indica מרווה כחולה Salvia judaica מרוות יהודה Salvia lanigera מרווה צמירה Salvia sclarea מרווה מרושתת Salvia viridis מרווה דגולה Salvian סלביאנוס Salvidienus Rufus קווינטוס סלבידינוס רופוס Salvin's albatross אלבטרוס סאלווין Salviniales קטגוריה:שרכי מים Salviniales שרכי מים Salwa Bakr סלוה בכר Salyut 1 סאליוט 1 Salyut 2 סאליוט 2 Salyut 3 סאליוט 3 Salyut 6 סאליוט 6 Salyut 7 סאליוט 7 Salyut program קטגוריה:תוכנית סאליוט Salyut programme תוכנית סאליוט Salz זלץ Salzach זלצך Salzburg זלצבורג Salzburg Airport נמל התעופה זלצבורג Salzburg Festival פסטיבל זלצבורג Salzburger Nockerl זלצבורגר נוקרל Salzgitter זלצגיטר Salzkammergut זאלצקמרגוט Salzmann זלצמן Salève סלב Salé סלא Salām-e Shāh ההמנון הראשון של איראן Sam & Cat סאם וקאט Sam & Max סם ומקס Sam & Max Hit the Road סם ומקס מתגלגלים בדרכים Sam Berns סם ברנס Sam Bowie סם בואי Sam Brownback סם בראונבק Sam Cassell סם קאסל Sam Claflin סם קלאפלין Sam Cooke סם קוק Sam Dreben סמואל דרבן Sam Eagle החבובות - דמויות#סם העיט Sam Elliott סם אליוט Sam Firstenberg שמוליק פירסטנברג Sam Harris סם האריס Sam Hinds סם הינדס Sam Hollis סם הוליס Sam Houston סם יוסטון Sam Huff סם הוף Sam Jaffe סם ג'אפה Sam Jones סם ג'ונס Sam Jones III סם ג'ונס השלישי Sam Katz סם כץ Sam Loyd סם לויד Sam McBratney סם מקברטני Sam Mendes סם מנדס Sam Neill סם ניל Sam Nujoma סם נוג'ומה Sam Peckinpah סם פקינפה Sam Phillips סם פיליפס Sam Pivnik סם פיבניק Sam Play It Again שחק אותה סם Sam Raimi סם ריימי Sam Riley סם ריילי Sam Robards סם רוברדס Sam Rockwell סם רוקוול Sam Shepard סם שפרד Sam Smith סם סמית' Sam Spade סם ספייד Sam Spiegel סם שפיגל Sam Spiegel Film and Television School בית הספר סם שפיגל לקולנוע ולטלוויזיה Sam Totman סם טוטמן Sam Trammell סם טראמל Sam Troughton סם טרוטון Sam Tsui סם טסוי Sam Walton סם וולטון Sam Warner סם וורנר Sam Waterston סם ווטרסטון Sam Worthington סם וורת'ינגטון Sam'al שמאל Sam's Town Sam's Town Samachablo סמאצ'בלו Samadhi סמאדהי Samael סמאל Samanid Empire השושלת הסאמאנית Samantha Barks סמנתה בארקס Samantha Bond סמנתה בונד Samantha Cristoforetti סמנתה כריסטופורטי Samantha Eggar סמנתה אגר Samantha Fox סמנתה פוקס Samantha Jones סמנתה ג'ונס Samantha Lewthwaite סמנתה ליוטווייט Samantha Morton סמנתה מורטון Samantha Power סמנתה פאוור Samantha Riley סמנתה ריילי Samantha Smith סמנתה סמית' Samantha Stosur סמנתה סטוסור Samar סאמאר Samar סמר Samara Oblast סמרה Samara Oblast קטגוריה:מחוז סמרה Samardo Samuels סמארדו סמואלס Samaria השומרון Samaria שומרון Samaria Ostraca חרסי שומרון Samaritan Hebrew עברית שומרונית Samaritan High Priest הכהן הגדול השומרוני Samaritan Pentateuch נוסח השומרונים לתורה Samaritan Revolts מרידות השומרונים Samaritan alphabet אלפבית שומרוני Samaritan texts קטגוריה:ספרות שומרונית Samaritan vocalization ניקוד שומרוני Samaritans קטגוריה:שומרונים Samaritans שומרונים Samarium סמריום Samariá Gorge קניון סאמריה Samarkand סמרקנד Samarra סאמרא Samarra קטגוריה:סאמרא Samarra culture תרבות סאמרא Samat Smakov סמאט סמאקוב Samaw'al ibn 'Adiya שמואל בן עדיה Samba Samba Samba סמבה Samba Gold סמבה ד'אור Sambadrome Marquês de Sapucaí סמבודרומו Sambal סמבל Sambar deer אייל סמבר Sambation סמבטיון Sambir סמביר Sambo סמבו Sambuca סמבוקה Sambucus סמבוק Samca סמקה Same-sex marriage נישואים חד-מיניים Same-sex marriage in France נישואים חד-מיניים בצרפת Same-sex marriage in Israel נישואים חד-מיניים בישראל Samed Abdul Awudu אייזיק אובודו אוקוצ'ה Samegrelo סמגרלו Samegrelo-Zemo Svaneti סמגרלו וסוואנתי עילית Samegrelo-Zemo Svaneti קטגוריה:סמגרלו וסוואנתי עילית Samekh ס Samet סמט Samgungnyusa סאמגוק יוסה Sami Abu Zuhri סאמי אבו זוהרי Sami Al-Jaber סמי אל ג'אבר Sami Allagui סמי אלאגי Sami Frashëri שמסדין סמי פרשרי Sami Hadawi סאמי הדאווי Sami Hafez Anan סמי ענאן Sami Hyypiä סמי הופייה Sami Khedira סמי חדירה Sami Michael סמי מיכאל Sami Shalom Chetrit סמי שלום שטרית Sami Turgeman סמי תורג'מן Sami al-Hinnawi סאמי חינאווי Sami as-Solh סאמי א-סולח Sami flag דגל הלאפים Sami languages סאמי Sami people לאפים Samia cynthia שבתאי הקיקיון Samih al-Qasim סמיח אל-קאסם Samiha Khalil סמיחה ח'ליל Samir El-Youssef סמיר אל-יוסף Samir Geagea סמיר ג'עג'ע Samir Handanović סמיר הנדנוביץ' Samir Kuntar סמיר קונטאר Samir Naqqash סמיר נקאש Samir Nasri סמיר נאסרי Samir Rifai סמיר זיד א-ריפאעי Samir Ujkani סמיר אויקני Samir al-Rifai סמיר א-ריפאעי Samira Azzam סמירה עזאם Samirabiem/sandbox ???? ???? Samizdat סאמיזדאט Samlesbury witches מכשפות סמלסברי Sammallahdenmäki סאמאלאהדנמקי Sammarinese footballers קטגוריה:כדורגלנים סן מרינזים Sammon mapping מיפוי סאמון Sammy סמי Sammy Adjei סמי אג'יי Sammy Baugh סמי באו Sammy Bossut סמי בוסו Sammy Davis Jr. סמי דייוויס ג'וניור Sammy Elyakim סמי אליקים Sammy Nelson סמי נלסון Sammy Ofer סמי עופר Sammy Ofer Stadium אצטדיון סמי עופר Sammy Smooha סמי סמוחה Sammy Sosa סמי סוסה Sammy Winder סמי ווינדר Samnite Wars המלחמות הסאמניטיות Samnites סאמניטים Samnium סאמניום Samo סאמו Samoa סמואה Samoa קטגוריה:סמואה Samoa at the Olympics סמואה במשחקים האולימפיים Samoa at the Paralympics סמואה במשחקים הפאראלימפיים Samoa national association football team נבחרת סמואה בכדורגל Samoa national football team נבחרת סמואה בכדורגל Samogitia זאמוט Samokov סמוקוב Samori Ture סאמורי טורה Samos סאמוס Samosa סמוסה Samovar סמובר Samoyed סמוייד Sampat Pal Devi סמפט פל דווי Sampdoria badge.png תמונה:Uc sampdoria.gif Sampi סאמפי Sample מדגם Sample return missions קטגוריה:משימות איסוף והחזרת דגימה Sampler דוגם צלילים Sampling דגימה Sampling מדגם Sampling bias דגימה מוטה Sampling theory תורת הדגימה Sampoong Department Store collapse קריסת כלבו סמפונג Sampson סמפסון Samsara/PortalBioBoxes פורטל:ביולוגיה Samsara/PortalBioColour פורטל:ביולוגיה Samsara/Temporary אובונטו לינוקס Samsi סמסי מלכת הערבים Samson קטגוריה:שמשון Samson שמשון Samson Morpurgo שמשון מורפורגו Samson Option מדיניות הגרעין של ישראל#מדיניות השימוש בנשק הגרעיני Samson Raphael Hirsch רש"ר הירש Samson Remote Controlled Weapon Station קטלנית Samson Unit יחידת שמשון Samson Wertheimer שמשון ורטהיימר Samson and Delilah שמשון ודלילה Samson ben Abraham of Sens שמשון משאנץ Samson ben Pesah Ostropoli שמשון מאוסטרופולי Samson of Chinon שמשון מקינון Samson's Foxes שועלי שמשון Samson's riddle חידת שמשון Samsu-Ditana שמשו-דיתנה Samsu-iluna שמשו-אילונה Samsun סמסון Samsung סמסונג Samsung C&T Corporation סמסונג C&T Samsung Galaxy סמסונג גלקסי Samsung Galaxy Ace 4 Samsung Galaxy Ace 4 Samsung Galaxy Note Samsung Galaxy Note Samsung Galaxy Note 10.1 2014 Edition Samsung Galaxy Note 10.1 2014 Edition Samsung Galaxy Note 3 Samsung Galaxy Note 3 Samsung Galaxy Note 4 Samsung Galaxy Note 4 Samsung Galaxy Note Edge Samsung Galaxy Note Edge Samsung Galaxy Note II Samsung Galaxy Note II Samsung Galaxy Note Pro 12.2 Samsung Galaxy Note PRO 12.2 Samsung Galaxy S Samsung Galaxy S I Samsung Galaxy S II Samsung Galaxy S II Samsung Galaxy S III Samsung Galaxy S III Samsung Galaxy S series Samsung Galaxy S Samsung Galaxy S4 Samsung Galaxy S4 Samsung Galaxy S5 Samsung Galaxy S5 Samsung Galaxy S6 Samsung Galaxy S6 Samsung Galaxy Tab 2 10.1 גלקסי טאב 2 10.1 Samsung Galaxy Tab series Samsung Galaxy Tab Samsun–Ceyhan pipeline צינור הנפט הטרנס-אנטולי Samtredia סמטרדיה Samtredia Municipality נפת סמטרדיה Samtskhe-Javakheti סאמצחה-ג'אוואחתי Samtskhe-Javakheti קטגוריה:סאמצחה-ג'אוואחתי Samu Fóti סמי פוטי Samu Incident פעולת סמוע Samuel שמואל Samuel Aaron Goldstein שמואל אהרון גולדשטיין Samuel Aba מלך הונגריה שמואל אבא Samuel Abbahu שמואל בריה דרב אבהו Samuel Aboab שמואל אבוהב Samuel Abraham Poznański שמואל אברהם פוזננסקי Samuel Adams סמואל אדמס Samuel Adler סמיואל אדלר Samuel Adler שמואל אדלר Samuel Alito סמואל אליטו Samuel Allport סמואל אלפורט Samuel Baeck שמואל בק Samuel Bak שמואל בק Samuel Baker סמואל בייקר Samuel Barber סמואל בארבר Samuel Beckett סמואל בקט Samuel Belkin שמואל בלקין Samuel Benjamin Sofer אברהם שמואל בנימין סופר Samuel Bloom שמואל בלום Samuel Bochart סמואל בושאר Samuel Boden שמואל בודן Samuel Brannan סמואל בראנן Samuel Clarke סמואל קלארק Samuel Cohen שמואל כהן Samuel Colt סמואל קולט Samuel Dalembert סמואל דלמברט Samuel David Luzzatto שד"ל Samuel Doe סמואל דו Samuel Eto'o סמואל אטו Samuel Factor שמואל פקטור Samuel Fuller סמואל פולר Samuel George Morton סמואל ג'ורג' מורטון Samuel Gobat סמואל גובאט Samuel Goldwyn סמואל גולדווין Samuel Gompers סמואל גומפרס Samuel Gottesman דוד שמואל גוטסמן Samuel Hahnemann סמואל האנמן Samuel Hirszenberg שמואל הירשנברג Samuel Holdheim שמואל הולדהיים Samuel Hollander שמואל הולנדר Samuel Huntington סמואל הנטינגטון Samuel Inkoom סמואל אינקום Samuel Israel Mulder שמואל ישראל מולדר Samuel Jackson סמואל ג'קסון Samuel Jessurun de Mesquita שמואל ישורון דה-מסקיטה Samuel Johnson סמואל ג'ונסון Samuel Jones סמואל ג'ונס Samuel Jose Boon רבי שמואל בן רבי יוסי ברבי בון Samuel Joseph Fuenn שמואל יוסף פין Samuel Judah Katzenellenbogen שמואל יהודה קצנלבוגן Samuel Krauss שמואל קרויס Samuel Kuffour סמואל קופור Samuel Leibowitz סמואל לייבוביץ' Samuel Lewis סמואל לואיס Samuel Loew שמואל קעלין Samuel Maoz שמואל מעוז Samuel Mieses שמואל מיזס Samuel Mohilever שמואל מוהליבר Samuel Morse סמואל מורס Samuel Nicholson סמיואל ניקולסון Samuel Noah Kramer שמואל נח קרמר Samuel Oppenheimer שמואל אופנהיימר Samuel Pallache שמואל פאלאג'י Samuel Pepys סמיואל פיפס Samuel Pineles שמואל פינלס Samuel Polyakov שמואל פוליאקוב Samuel Rahbar שמואל רהבר Samuel Reshevsky שמואל רשבסקי Samuel Rosenthal שמואל רוזנטל Samuel Sarphati שמואל צרפתי Samuel Scheidt סמואל שיידט Samuel Scheimann שמואל שיימן Samuel Segev שמואל שגב Samuel Sheinbein סמואל שיינביין Samuel Strashun שמואל שטראשון Samuel Taylor Coleridge סמואל טיילור קולרידג' Samuel Toledano סאם טולידאנו Samuel Umtiti סמואל אומטיטי Samuel Untermyer סמואל אונטרמאייר Samuel Vilozny שמואל וילוז'ני Samuel Vital שמואל ויטאל Samuel West סמואל וסט Samuel Willenberg שמואל וילנברג Samuel Yeboah סמואל יבואה Samuel Zauber סמואל זאובר Samuel ben Hofni שמואל בן חפני Samuel ben Isaac ha-Sardi שמואל הסרדי Samuel ben Israel de Uçeda שמואל אוזידא Samuel ben Nahman רבי שמואל בר נחמני Samuel ben Solomon of Falaise שמואל מפלייזא Samuel ben Uri Shraga Phoebus שמואל מפיורדא Samuel de Champlain סמואל דה שמפלן Samuel de Medina שמואל די מדינה Samuel ibn Naghrillah שמואל הנגיד Samuel ibn Tibbon שמואל בן יהודה אבן תיבון Samuel of Nehardea שמואל Samuel of Speyer שמואל החסיד Samuel of Évreux תוספות איוורא#רבי שמואל בן רבי שניאור Samuel von Brukenthal סמואל ברוקנטל Samui Airport נמל התעופה הבינלאומי של סמוי Samuil Marshak סמואיל מרשק Samuil Samosud סמואיל סאמוזוד Samuli Aro סאמולי ארו Samurai סמוראי Samurai קטגוריה:סמוראים Samurai 7 Samurai 7 Samurai Champloo סמוראי צ'מפלו Samurai Jack סמוראי ג'ק Samurai Pizza Cats החתולים הסמוראים Samurzakano נסיכות סאמורזקנו Samut Prakan Province סמוט פרקן Samwise Gamgee סמוויז גמג'י Samy D. סמי די Samy Elmaghribi סמי אל מגריבי Samy Gemayel סאמי ג'ומאייל Samy Molcho סמי מולכו San סאן San סן San Agustin Church כנסיית אגוסטין הקדוש במנילה San Agustín סן אגוסטין San Agustín Archaeological Park הפארק הארכאולוגי סן אגוסטין San Andreas סן אנדריאס San Andreas Fault העתק סן אנדראס San Anton Palace ארמון סנט אנטון San Antonio סן אנטוניו San Antonio Bay מפרץ סן אנטוניו San Antonio Spurs סן אנטוניו ספרס San Antonio Spurs head coaches קטגוריה:מאמני סן אנטוניו ספרס San Antonio Spurs players קטגוריה:כדורסלני סן אנטוניו ספרס San Antonio Stars סן אנטוניו סטארס San Antonio de Palé סן אנטוניו דה פאלה San Antonio de los Cobres סן אנטוניו דה לוס קוברס San Benedetto del Tronto סן בנדטו דל טרונטו San Bernardino סן ברנרדינו San Bernardino Mountains הרי סן ברנרדינו San Bernardino Pass מעבר סן ברנרדינו San Bernardino Strait מצר סן ברנרדינו San Bernardo alle Terme סן ברנרדו אלה טרמה San Carlos סן קרלוס San Carlos de Bariloche Airport נמל התעופה הבינלאומי טניאנטה לואיס קנדלריה San Cristóbal סן קריסטובל San Cristóbal Island סן קריסטובל San Cristóbal Volcano סן קריסטובל San Cristóbal de La Laguna סן קריסטובל דה לה לגונה San Cristóbal de las Casas סן קריסטובל דה לאס קאסאס San Diego סן דייגו San Diego Bay מפרץ סן דייגו San Diego Chargers סן דייגו צ'רג'רס San Diego City Heights סיטי הייטס San Diego Comic-Con International סן דייגו קומיק-קון San Diego Gaslamp Quarter רובע פנסי הגז San Diego Padres סן דייגו פאדרס San Diego State Aztecs men's basketball players קטגוריה:כדורסלני אוניברסיטת המדינה סן דייגו San Diego Symphony התזמורת הסימפונית של סן דייגו San Diego University of California אוניברסיטת קליפורניה בסן דייגו San Diego Zoo גן החיות של סן דייגו San Diego faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בסן דייגו San Diego–Coronado Bridge גשר סן דייגו-קורונאדו San Fernando סן פרננדו San Fernando Valley עמק סן פרננדו San Fernando del Valle de Catamarca קטמרקה San Francisco סן פרנסיסקו San Francisco 49ers סן פרנסיסקו 49' San Francisco Alamo Square כיכר אלאמו San Francisco Bay מפרץ סן פרנסיסקו San Francisco Bay Area אזור מפרץ סן פרנסיסקו San Francisco Castro District הקסטרו San Francisco Chronicle סן פרנסיסקו כרוניקל San Francisco Giants סן פרנסיסקו ג'איינטס San Francisco International Airport נמל התעופה הבינלאומי של סן פרנסיסקו San Francisco Opera האופרה של סן פרנסיסקו San Francisco Save Me San Francisco Save Me San Francisco Symphony התזמורת הסימפונית של סן פרנסיסקו San Francisco University of California אוניברסיטת קליפורניה בסן פרנסיסקו San Francisco Warriors players קטגוריה:כדורסלני סן פרנסיסקו ווריורס San Francisco cable car system קרון הכבל של סן פרנסיסקו San Francisco de Macorís סן פרנסיסקו דה מקוריס San Francisco faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בסן פרנסיסקו San Gabriel River סן גבריאל San Gabriel Valley עמק סן גבריאל San Gimignano סן ג'ימיניאנו San Giorgio Maggiore סן ג'ורג'ו מג'ורה San Giorgio dei Greci סן ג'ורג'ו דיי גרקי San Ignacio סן איגנסיו San Ignacio Miní סן איגנסיו מיני San Jacinto Monument אנדרטת סן חסינטו San Jose Earthquakes סן חוזה ארת'קווייקס San Jose Earthquakes players קטגוריה:כדורגלני סן חוזה ארת'קווייקס San Jose Sharks סן חוזה שארקס San José סן חוסה San José Province סן חוסה San José de Metán סן חוסה דה מטאן San Juan סן חואן San Juan Islands איי סן חואן San Juan Mountains הרי סן חואן San Juan National Historic Site האתר ההיסטורי הלאומי בסן חואן San Juan River סן חואן San Juan del Sur סן חואן דל סור San Leo סן לאו San Leucio סן לאוצ'ו San Lorenzo סן לורנצו San Lorenzo de Almagro סן לורנסו San Lorenzo footballers קטגוריה:כדורגלני סן לורנסו San Lorenzo managers קטגוריה:מאמני סן לורנסו San Luigi dei Francesi סן לואיג'י דיי פראנצ'זי San Luis סן לואיס San Luis Potosí סן לואיס פוטוסי San Luis Potosí City סן לואיס פוטוסי San Luis Province סן לואיס San Luis Province קטגוריה:סן לואיס San Luis Río Colorado סן לואיס ריו קולורדו San Luis Villa Mercedes ויז'ה מרסדס San Mamés Stadium אצטדיון סן ממס San Marco סן מרקו San Marcos de Colón סאן מרקוס דה קולון San Marino סן מרינו San Marino קטגוריה:סן מרינו San Marino Highway סופרסטראדה די סן מרינו San Marino at the Olympics סן מרינו במשחקים האולימפיים San Marino at the Paralympics סן מרינו במשחקים הפאראלימפיים San Marino in the Eurovision Song Contest סן מרינו באירוויזיון San Marino national football team נבחרת סן מרינו בכדורגל San Marino templates קטגוריה:תבניות ניווט - סן מרינו San Martín de San Juan סן מרטין דה סן חואן San Martín de Tucumán footballers קטגוריה:כדורגלני סן מרטין דה טוקומאן San Martín de los Andes סן מרטין דה לוס אנדס San Miguel סן מיגל San Miguel de Allende סן מיגל דה איינדה San Miguel de Cozumel סן מיגל דה קוסומל San Miguel de Lillo סן מיגל דה ליו San Miguel de Tucumán טוקומאן San Nicolas סן ניקולאס San Nicolás de los Arroyos סן ניקולאס דה לוס ארוז'וס San Pablo Bay מפרץ סן פבלו San Pedro סן פדרו San Pedro Sula סן פדרו סולה San Pedro Town סן פדרו San Petronio Basilica בזיליקת פטרוניוס הקדוש San Pietro di Castello סן פייטרו די קסטלו San Pietro in Vincoli סן פייטרו אין וינקולי San Polo סן פולו San Rafael Bay מפרץ סן רפאל San Rafael Swell קמר סן רפאל San Remo Manual אמנת סן רמו San Remo conference ועידת סן רמו San Saba סן סבא San Salvador סן סלוודור San Salvador de Jujuy סן סלבדור דה חוחוי San Sebastián סן סבסטיאן San Sebastián קטגוריה:סן סבסטיאן San Sebastián Bay מפרץ סן סבסטיאן San Secondo סן סקונדו San Siro סן סירו San Stae סן סטאה San people בושמנים SanDisk סנדיסק Sana'a צנעא Sana'a קטגוריה:צנעא Sana'a Governorate צנעא Sanafir Island סנפיר Sanahin סאנאהין Sanation סנאציה Sanatorium סנטוריום Sanballat the Horonite סנבלט Sancai סנקאי Sanchi המונומנטים הבודהיסטיים בסאנצ'י Sancho Panza סנצ'ו פנסה Sancho Ramírez מלך אראגון סנצ'ו הראשון Sanctification הקדש Sanction סנקציה Sanctions against Iran עיצומים נגד איראן Sanctions against Iraq הסנקציות על עיראק Sanctuary מקלט באפלה Sand חול Sand סנד Sand קטגוריה:חול Sand animation הנפשת חול Sand art and play ארמון חול Sand cat חתול חולות Sand goanna כוח החולות Sand lizard לטאת החולות Sand partridge קורא מדברי Sand rat פסמון Sand steenbras שישן מסורטט Sand tiger shark כריש חול נמרי Sandahl Bergman סנדל ברגמן Sandal סנדלים Sandalphon סנדלפון Sandals of Jesus Christ הסנדלים של ישו Sandanski סנדנסקי Sandbag שק חול Sandbar shark כריש סנפירתן Sandberg זנדברג Sandberg Prize פרס סנדברג Sandberg Prize recipients קטגוריה:זוכי פרס סנדברג לאמנות ישראלית Sandbox ארגז חול Sandbox ויקיפדיה:ארגז חול Sandbox heading תבנית:ארגז חול Sandek סנדק Sander מלטשת Sander Gilman סנדר גילמן Sander Levin סנדר לוין Sander van Doorn סאנדר ואן דורן Sanderling חופית לבנה Sanders סנדרס Sanderson סנדרסון Sandgrouse קטיים Sandhill crane עגור קנדי Sandhurst Graduates of the Royal Military College קטגוריה:בוגרי המכללה הצבאית המלכותית סנדהרסט Sandhurst Royal Military College המכללה הצבאית המלכותית בסנדהרסט Sandi Morris סנדי מוריס Sandie Shaw סנדי שו Sandinista National Liberation Front החזית הסנדיניסטית Sandler סנדלר Sandman איש החול Sandman סאנדמן Sandnes Ulf סנדנס אולף Sandokan סנדוקאן Sandomierz סנדומייז' Sandomierz County Klimontów קלימונטוב Sandoval סנדובל Sandoy סאנדוי Sandpaper נייר זכוכית Sandpiper חרטומניים Sandpit ארגז חול Sandra סנדרה Sandra סנדרה של אלף התענוגות Sandra Bernhard סנדרה ברנרד Sandra Bullock סנדרה בולוק Sandra Day O'Connor סנדרה דיי או'קונור Sandra Dee סנדרה די Sandra Gilbert סנדרה גילברט Sandra Harding סנדרה הארדינג Sandra Izbașa סנדרה איזבאשה Sandra Kim סנדרה קים Sandra Oh סנדרה או Sandra Perković סנדרה פרקוביץ' Sandra Smisek סנדרה סמיזק Sandrine Corman סנדרין קורמן Sandringham House בית סאנדרינגהאם Sandro Akhmeteli סנדרו אחמטלי Sandro Botticelli סנדרו בוטיצ'לי Sandro Mazzola סנדרו מאצולה Sandro Pertini סנדרו פרטיני Sandro Ramírez סנדרו רמירס Sandro Ricci סנדרו ריקי Sandro Salvadore סנדרו סלבדורה Sandro Wagner סנדרו וגנר Sands of Iwo Jima חולות איוו ג'ימה Sands of Samar חולות סמר Sandstone אבן חול Sandsvatn סאנדסוואטן Sandur Hoard מטמון סאנדור Sandwich כריך Sandwich סנדוויץ' Sandwiches קטגוריה:כריכים Sandwiches de miga סנדוויץ' דה מיגה Sandy Berger סנדי ברגר Sandy Cheeks סנדי הסנאית Sandy Dennis סנדי דניס Sandy Denny סנדי דני Sandy Hook Elementary School shooting הטבח בבית הספר היסודי סנדי הוק Sandy Koufax סנדי קופקס Sandy Neilson סנדרה נילסון Sandy Point Town סנדי פוינט Sandys Row Synagogue בית הכנסת סנדיס רואו Sanford Dole סנפורד דול Sangam סאנגם Sangamon River סנגמון Sangay National Park הפארק הלאומי סנגאי Sangeang Api סאנגיאנג אפי Sanger סנגר Sangh Parivar סנג פריוואר Sangha סנגהה Sangha Trinational הסנגהה התלת-לאומי Sangiran סנגיראן Sangre Grande סנגרה גראנדה Sangria סנגריה Sangster International Airport נמל התעופה הבינלאומי סנגסטר Sanhaja צנהג'ה Sanhedria סנהדריה Sanhedria Cemetery בית הקברות סנהדריה Sanhedria Murhevet סנהדריה המורחבת Sanhedrin מסכת סנהדרין Sanhedrin סנהדרין Sanhedrin trial of Jesus חקירת ישו בידי הסנהדרין Sani Bečirovič סאני בצ'ירוביץ' Sanidine סנידין Sanitary napkin תחבושת היגיינית Sanitation קטגוריה:כלים סניטריים Sanity שפיות Sanja Vučić סאניה ווצ'יץ' Sanjak סנג'ק Sanjak of Alexandretta סנג'ק אלכסנדרטה Sanjay Gupta סנג'אי גופטה Sanjay Subrahmanyam סנג'איי סוברהמניאם Sanjay and Craig סנג'אי וקרייג Sanjō Sanetomi סנג'ו סנטומי Sankin-kōtai סנקין קוטאי Sankt Augustin סנט אוגוסטין Sankt Gallen סנט גאלן Sankt Ingbert זנקט אינגברט Sankt Pölten סנקט פלטן Sankt Wendel זנקט ונדל Sanmartin חוסה דה סן מרטין Sannakji סאנאקג'י Sanne Ledermann סאנה לדרמן Sannikov סאניקוב Sannikov Strait מצר סאניקוב Sano סנו Sanofi סאנופי Sanofi קטגוריה:סאנופי Sanok סאנוק Sanremo סן רמו Sanremo Music Festival פסטיבל סן רמו Sans Famille באין משפחה Sans-Souci Palace ארמון סנסוסי Sans-culottes סנקילוטים Sansana סנסנה Sanskrit סנסקריט Sanssouci ארמון סנסוסי Sansui Electric Sansui Sant Julià de Lòria סן ג'וליה דה לוריה Sant'Andrea delle Fratte סנט אנדראה דלה פראטה Sant'Angelo סנטאנג'לו Sant'Antioco סנט'אנטיוכו Sant'Elena סנט'אלנה Sant'Eustachio סנט'אאוסטאקיו Santa Ana סנטה אנה Santa Barbara University of California אוניברסיטת קליפורניה בסנטה ברברה Santa Barbara faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בסנטה ברברה Santa Brigida בריגיטה הקדושה Santa Catalina Mountains הרי סנטה קטלינה Santa Catarina סנטה קטרינה Santa Catarina קטגוריה:סנטה קטרינה Santa Cecilia in Trastevere סנטה צ'צ'יליה אין טרסטוורה Santa Clara סנטה קלרה Santa Claus סנטה קלאוס Santa Claus Village הכפר של סנטה קלאוס Santa Costanza המאוזוליאום של סנטה קונסטנצה Santa Croce סנטה קרוצ'ה Santa Cruz סנטה קרוס Santa Cruz Island סנטה קרוס Santa Cruz Operation Santa Cruz Operation Santa Cruz Río Gallegos ריו גז'גוס Santa Cruz das Flores סנטה קרוש דאש פלורש Santa Cruz de Mompox סנטה קרוס דה מומפוס Santa Cruz de Tenerife סנטה קרוס דה טנריפה Santa Cruz de la Sierra סנטה קרוס דה לה סיירה Santa Cruz faculty University of California קטגוריה:סגל אוניברסיטת קליפורניה בסנטה קרוז Santa Fe סנטה פה Santa Fe Province סנטה פה Santa Fe Province קטגוריה:סנטה פה Santa Fe Reconquista רקונקיסטה Santa Fe Rosario רוסאריו Santa Lucia סנטה לוצ'יה Santa Lucía Hill גבעת לוסיה הקדושה Santa Maria סנטה מריה Santa Maria Formosa סנטה מריה פורמוזה Santa Maria Gloriosa dei Frari בזיליקת סנטה מריה גלוריוזה דיי פרארי Santa Maria de Montserrat Abbey סנטה מריה דה מונטסראט Santa Maria dei Miracoli and Santa Maria in Montesanto סנטה מריה דיי מיראקולי וסנטה מריה אין מונטסאנטו Santa Maria dell'Anima סנטה מריה דל אנימה Santa Maria della Salute סנטה מריה דלה סאלוטה Santa Maria della Vittoria סנטה מריה דלה ויטוריה Santa Maria delle Grazie כנסיית סנטה מריה דלה גרציה Santa Maria in Trastevere סנטה מריה אין טרסטוורה Santa Maria sopra Minerva סנטה מריה סופרה מינרווה Santa Marta סנטה מרתה Santa María סנטה מריה Santa María School massacre טבח סנטה מריה דה איקיקה Santa María del Naranco סנטה מריה דל נרנקו Santa Monica Bay מפרץ סנטה מוניקה Santa Rita Mountains הרי סנטה ריטה Santa Rosa סנטה רוסה Santa Sabina סנטה סבינה Santalaceae סנטליים Santalales סנטלניים Santana Santana III Santana סנטנה Santana קטגוריה:אלבומי סנטנה Santana קטגוריה:סנטנה Santana תבנית:סנטנה Santana Brothers Santana Brothers Santana Live Santana Live Santana do Ipanema סנטנה דו איפנמה Santana do Livramento סנטנה דו ליברמנטו Santana's Greatest Hits Greatest Hits Santarém סנטרם Santi Cazorla סנטי קאסורלה Santi Mina סנטי מינה Santi Santamaria סנטי סנטמריה Santiago סנטיאגו Santiago סנטיאגו דה צ'ילה Santiago Arias סנטיאגו אריאס Santiago Bernabéu Stadium אצטדיון סנטיאגו ברנבאו Santiago Bernabéu Yeste סנטיאגו ברנבאו Santiago Calatrava סנטיאגו קלטרווה Santiago Calatrava structures קטגוריה:סנטיאגו קלטרווה Santiago Cañizares סנטיאגו קניסארס Santiago Derqui סנטיאגו דרקי Santiago Ezquerro סנטיאגו אסקרו Santiago Island סנטיאגו Santiago Mina סנטיאגו מינה Santiago Ramón y Cajal סנטיאגו רמון אי קחאל Santiago Rusiñol סנטיאגו רוסיניול Santiago Solari סנטיאגו סולארי Santiago de Compostela סנטיאגו דה קומפוסטלה Santiago de Compostela קטגוריה:סנטיאגו דה קומפוסטלה Santiago de Compostela Cathedral קתדרלת סנטיאגו דה קומפוסטלה Santiago de Compostela derailment תאונת הרכבת בסנטיאגו דה קומפוסטלה Santiago de Cuba סנטיאגו דה קובה Santiago de los Caballeros סנטיאגו דה לוס קביירוס Santiago del Estero סנטיאגו דל אסטרו Santiago del Estero Province סנטיאגו דל אסטרו Santiago del Estero Province קטגוריה:סנטיאגו דל אסטרו Santigold סאנטיגולד Santillana סנטיאנה Santo Domingo סנטו דומינגו Santo Domingo קטגוריה:סנטו דומינגו Santorini סנטוריני Santorini caldera סנטוריני Santos סנטוס Santos FC סנטוס Santos Futebol Clube managers קטגוריה:מאמני סנטוס Santos Futebol Clube players קטגוריה:כדורגלני סנטוס Santos Laguna סנטוס לגונה Santpedor סנטפדור Santur סנטור Sanya Richards-Ross סניה ריצ'רדס Sanz חסידות צאנז Sanz קטגוריה:חסידות צאנז Sanz-Klausenberg קטגוריה:חסידות צאנז-קלויזנבורג Sanzinia madagascariensis חנק עצים מלגשי Saoirse Ronan סרשה רונן Saola סאולה Saori Yoshida סאורי יושידה Saoshyant/Userboxes/User OS:Linux תבנית:משתמש לינוקס Sap Sap Sap לשד Sapareva Banya ספרבה בניה Saparmurat Niyazov ספרמורט ניאזוב Saperavi ספראווי Sapere aude העז לדעת Saphir Taïder סאפיר טאידר Sapiens International Corporation סאפיינס אינטרנשיונל קורפוריישן Sapiens: A Brief History of Humankind קיצור תולדות האנושות Sapienza University of Rome ספיאנצה - אוניברסיטת רומא Sapienza University of Rome faculty קטגוריה:סגל אוניברסיטת רומא לה-סאפיינצה Sapindaceae קטגוריה:סבונניים Sapindales סבוננאים Sapindales קטגוריה:סבוננאים Sapindus אגוזי סבון Sapir ספיר Sapir Academic College המכללה האקדמית ספיר Sapir Prize פרס ספיר Sapir Prize recipients קטגוריה:זוכי פרס ספיר Saponaria בורית Saponaria officinalis בורית רפואית Saponification סיבון Saponin סאפונין Sapotaceae ספוטיים Sapotskin סופוצ'קיניה Sapper פלס Sapphire ספיר Sapphirinidae ספיריים Sappho סאפפו Sapporo סאפורו Sapsan ספסאן Saqiya סאקיה Saqqara סקארה Saqqara Tablet לוח סקארה Sar-El שר-אל Sar-Tov Stadium אצטדיון הקופסה Sara Bareilles שרה ברליס Sara Braverman שרה ברוורמן Sara Däbritz שרה דבריץ Sara Errani שרה אראני Sara Forestier שרה פורסטייה Sara Gilbert שרה גילברט Sara Gruen שרה גרואן Sara Hestrin-Lerner שרה הסטרין-לרנר Sara Levi-Tanai שרה לוי-תנאי Sara Netanyahu שרה נתניהו Sara Paxton שרה פקסטון Sara Pinto Coelho שרה פינטו קואלו Sara Ramirez שרה רמירז Sara Simeoni שרה סימיוני Sara Stern-Katan שרה שטרן-קטן Sara Teasdale שרה טיזדייל Sarabande סרבנד Sarabi1701/Phoenix עוף החול Saracen סרצנים Sarafan סרפן Sarafand סרפנד Sarah שרה Sarah Aaronsohn שרה אהרנסון Sarah Adler שרה אדלר Sarah Alexander שרה אלכסנדר Sarah Avraham שרה אברהם Sarah Badel שרה באדל Sarah Bagley שרה בגלי Sarah Bas Tovim שרה בת-טובים Sarah Ben-David שרה בן דוד Sarah Bernhardt שרה ברנאר Sarah Blau שהרה בלאו Sarah Brightman שרה ברייטמן Sarah Burton שרה ברטון Sarah Caldwell שרה קולדוול Sarah Chalke שרה צ'וק Sarah Chauncey Woolsey סוזן קולידג' Sarah Childress Polk שרה צ'יילדרס פולק Sarah Clarke שרה קלארק Sarah Connor שרה קונור Sarah Daniels שרה דניאלס Sarah Doron שרה דורון Sarah Drew שרה דרו Sarah Honig שרה הוניג Sarah Hughes שרה יוז Sarah Hyland שרה היילנד Sarah Jessica Parker שרה ג'סיקה פרקר Sarah Kafrit שרה כפרי Sarah Kane שרה קיין Sarah Lamb שרה לם Sarah Lancashire שרה לנקשייר Sarah Lawrence College faculty קטגוריה:סגל קולג' שרה לורנס Sarah Marom-Shalev שרה מרום שלו Sarah McLachlan שרה מקלכלן Sarah Michelle Gellar שרה מישל גלר Sarah Miles שרה מיילס Sarah Murdoch שרה מרדוק Sarah Palin שרה פיילין Sarah Parish שרה פאריש Sarah Paulson שרה פולסון Sarah Poewe שרה פווה Sarah Polley שרה פולי Sarah Rafferty שרה רפרטי Sarah Ramos שרה ראמוס Sarah Ratner שרה רטנר Sarah Reinertsen שרה ריינרטסן Sarah Roemer שרה רומר Sarah Ruhl שרה רוהל Sarah Schenirer שרה שנירר Sarah Siddons שרה סידונס Sarah Silverman שרה סילברמן Sarah Sjöström שרה שסטרם Sarah Smart שרה סמארט Sarah Vaughan שרה ווהן Sarah Wayne Callies שרה ויין קליס Sarah Woodward שרה וודוורד Sarah Yorke Jackson שרה יורק ג'קסון Sarah's Key המפתח של שרה Sarah-Theodora קיסרית בולגריה שרה תאודורה Sarai Givaty שרי גבעתי Sarajevo סרייבו Sarajevo קטגוריה:סרייבו Sarajevo Haggadah הגדת סרייבו Sarajevo Rose ורדי סרייבו Sarandë סרנדה Saransk סרנסק Sarasota Bay מפרץ סרסוטה Saraswati סראסווטי Saratov סראטוב Saratov Oblast סראטוב Sarawak סראוואק Sarawak Chamber אולם סאראוואק Saraxo143/sandbox זוגיות Saray בית הסראייה Sarazm סראזם Sarbanes–Oxley Act חוק סרבנס-אוקסלי Sarbel סארבל Sarcasm סרקזם Sarcastic ShockwaveLover/Phalanx פלנקס Sarcastic ShockwaveLover/SA-7 9K32 סטרלה-2 Sarcelles סרסל Sarcheshmeh סרצ'שמה Sarcoidosis סרקואידוזיס Sarcoma סרקומה Sarcomere סרקומר Sarcopenia ניוון שרירים Sarcophagi קטגוריה:סרקופגים Sarcophagus סרקופג Sarcophagus of Junius Bassus סרקופג יוניוס באסוס Sarcophagus of the Spouses סרקופג הזוג הנשוי Sarcopoterium סירה קוצנית Sarcopterygii בעלי סנפירים בשרניים Sarcosuchus סרקוסוכוס Sarcófago סרקופגו Sardar Azmoun סרדאר אזמון Sardine סרדין Sardinia סרדיניה Sardinia קטגוריה:סרדיניה Sardinian language סרדו Sardinian warbler סבכי שחור-ראש Sardis סרדיס Sarek סארק Sarepta צרפת Sarfati צרפתי Sargasso Sea ים סרגסו Sargassum סרגסום Sargent סרג'נט Sargo סרגוס מסורטט Sargon סרגון Sargon II סרגון השני Sargon of Akkad סרגון מאכד Sargsyan סרקיזיאן Sari סארי Sari Falah סארי פלאח Sari Nusseibeh סרי נוסייבה Sarid שריד Sarin סארין Saris סאריס Sarissa סריסה Sarit Hadad שרית חדד Sarit Kraus שרית קראוס Sarit Shenar שרית שנער Sark סרק Sark קטגוריה:סרק Sark football team נבחרת סרק בכדורגל Sarma סרמאלה Sarmad Kashani סרמד Sarmatians סרמטים Sarnaki סרנאקי Sarnen סרנן Sarno סרנו Sarny סארני Sarona שרונה Sarong סארונג Saronic Gulf המפרץ הסרוני Saronic Islands האיים הסרוניים Saronic Islands קטגוריה:האיים הסרוניים Sarpi סארפי Sarra-El סרה-אן Sarsa Dengel קיסר אתיופיה סרצה דנגל Sarsen סארסן Sartorius muscle שריר החייטים Saruman סארומן Sarus crane עגור אדום ראש Sarwe Iyasus קיסר אתיופיה סארוו ייאסוס Saryarka — Steppe and Lakes of Northern Kazakhstan סריארקה Sarychev Peak סארייצ'ב Sarzana סרזנה Sas of Moldavia סאס וודה Sasanian Empire האימפריה הסאסאנית Sasanian Empire קטגוריה:האימפריה הסאסאנית Sasanian conquest of Jerusalem כיבוש ירושלים בידי הפרסים Sascha Schneider סשה שניידר Sascha Weidner סשה ויידנר Sash אבנט Sasha סאשה Sasha Argov סשה ארגוב Sasha Cohen סשה כהן Sasha Grey סשה גריי Sasha Kaun סאשה קאון Sasha Kopf/sandbox טפיר Sasha Pieterse סשה פיטרס Sasha Pivovarova אלכסנדרה פיבוברובה Sasha Vujačić סאשה וויאצ'יץ' Sasha l~enwiki/gt ויקיפדיה:מבחן גוגל Sashazlv/Kyiv קייב Sashimi סשימי Sashimono סשימונו Sasiv סאסוב Saskatchewan ססקצ'ואן Saskatchewan קטגוריה:ססקצ'ואן Saskatchewan Regina רג'יינה Saskatoon ססקטון Saski Baskonia קאחה לבורל ויטוריה Saski Baskonia coaches קטגוריה:מאמני קאחה לבורל ויטוריה Saski Baskonia players קטגוריה:כדורסלני קאחה לבורל ויטוריה Saskia Reeves ססקיה ריבס Saskia van Uylenburgh ססקיה ואן אוילנבורך SassanidCataphract האימפריה הסאסאנית Sassarese language סאסארזה Sassari סאסארי SassdaBoss YouTube Sassi di Matera הסאסי במטרה SassoBot משתמש:SassoBot Sasson ששון Sasson Gabai ששון גבאי Sasson Report חוות דעת Sasson Somekh ששון סומך Sassoon Eskell יחזקאל ששון Sassoon family משפחת ששון Sassoon family קטגוריה:משפחת ששון Sassov חסידות סאסוב Sastrugi זסטרוגי Sataf סטף Satan שטן Satan from the Seventh Grade השד מהשביעית Satan in Goray השטן בגוריי Satana שטאנה Satanaya סטניה Satanism כת השטן Satanism קטגוריה:שטן Satanism שטניזם Satchō Alliance ברית סאצ'ו Satellite לוויין Satellite Award for Best Cast – Television Series תבנית:פרס סטלייט על הרכב השחקנים הטוב ביותר - סדרת טלוויזיה Satellite Awards פרס סטלייט Satellite DNA DNA לווייני Satellite dish צלחת לוויין Satellite galaxy גלקסיית לוויין Satellite imagery תצלום לוויין Satellite knot קשר לוויין Satellite navigation מערכת ניווט לוויינית Satellite navigation systems קטגוריה:מערכות ניווט לווייניות Satellite navigation systems תבנית:מערכות ניווט לווייניות Satellite state מדינה גרורה Satellites קטגוריה:לוויינים Satellites of Iran קטגוריה:לוויינים איראניים Satellites of Israel קטגוריה:לוויינים ישראליים Satellites of Japan קטגוריה:גשושיות יפניות Satellites of the United States קטגוריה:לוויינים אמריקאיים Sati סאטי Satiada סאטיאדה Satibarzanes סטיברזנס Satin bowerbird סוכי משיי Satire סאטירה Satire קטגוריה:סאטירה Satirical books קטגוריה:ספרי סאטירה Satirical films קטגוריה:סרטי סאטירה Satirical magazines קטגוריה:עיתונות סאטירית Satirical plays קטגוריה:מחזות סאטיריים Satirical television programmes קטגוריה:תוכניות טלוויזיה סאטיריות Satirists קטגוריה:סאטיריקנים Satisficing סטיספיקציה Satmar חסידות סאטמר Satmar קטגוריה:חסידות סאטמר Satoru Iwata סאטורו איווטה Satoshi Kon סטושי קון Satoshi Tajiri סטושי טג'ירי Satoshi Ōmura סטושי אומורה Satrap אחשדרפן Satraps קטגוריה:אחשדרפנים SatrianiLive.png תמונה:SatrianiLive.png Satsivi סציבי Satsuma Domain סצומה Satsuma Rebellion מרד סצומה Sattelhorn זאטלהורן Satu Mare סאטו מארה Saturated absorption spectroscopy ספקטרוסקופיית רוויה Saturated and unsaturated compounds תרכובת רוויה Saturation רוויה Saturation diving צלילת רוויה Saturday יום השבת Saturday Night Live סאטרדיי נייט לייב Saturday Night Live קטגוריה:סאטרדיי נייט לייב Saturday Night Live films קטגוריה:סרטי סאטרדיי נייט לייב Saturn סטורן Saturn קטגוריה:משפחת משגרי הסטורן Saturn קטגוריה:שבתאי Saturn שבתאי Saturn Award פרס סאטורן Saturn Devouring His Son סטורן טורף אחד מבניו Saturn I סטורן 1 Saturn IB סטורן IB Saturn INT-21 סטורן INT-21 Saturn Peach אפרסק פיתה Saturn V סטורן 5 Saturnia pyri שבתאי השקד Saturniidae קטגוריה:שבתאיים Saturnus Saturnus Satya Nadella סאטיה נאדלה Satyagraha סאטיאגרהא Satyajit Ray סטיאג'יט ריי Satyendra Nath Bose סאטינדרה נאת בוז Satyr סאטיר Satyr play מחזה סאטירים Satyr tragopan טרגופן פניני Satyricon סטיריקון Satyrini סטירית Satyrium ilicis כחליל האלון Satyrium spini כחליל האשחר Sauber סאובר Sauce רוטב Sauce Africaine רוטב אפריקן Sauces קטגוריה:רטבים Saucony סאקוני Saud of Saudi Arabia מלך ערב הסעודית סעוד Saudade געגוע Saudi Arabia ערב הסעודית Saudi Arabia קטגוריה:ערב הסעודית Saudi Arabia Duba דובא Saudi Arabia Tabuk תבוכ Saudi Arabia at the Olympics ערב הסעודית במשחקים האולימפיים Saudi Arabia at the Paralympics ערב הסעודית במשחקים הפאראלימפיים Saudi Arabia national basketball team נבחרת ערב הסעודית בכדורסל Saudi Arabia national football team נבחרת ערב הסעודית בכדורגל Saudi Arabia national football team managers קטגוריה:מאמני נבחרת ערב הסעודית בכדורגל Saudi Arabia national football team navigational boxes קטגוריה:סגלי נבחרת ערב הסעודית בכדורגל Saudi Arabia squad 1994 FIFA World Cup תבנית:נבחרת ערב הסעודית במונדיאל 1994 Saudi Arabia squad 1998 FIFA World Cup תבנית:נבחרת ערב הסעודית במונדיאל 1998 Saudi Arabia squad 2002 FIFA World Cup תבנית:נבחרת ערב הסעודית במונדיאל 2002 Saudi Arabia squad 2006 FIFA World Cup תבנית:נבחרת ערב הסעודית במונדיאל 2006 Saudi Arabian Army הצבא הערבי הסעודי Saudi Arabian culture קטגוריה:ערב הסעודית: תרבות Saudi Arabian footballers קטגוריה:כדורגלנים סעודים Saudi Arabian people קטגוריה:סעודים Saudi Arabian politicians קטגוריה:פוליטיקאים סעודים Saudi Arabian sportspeople קטגוריה:ספורטאים סעודים Saudi Arabian–Iraqi neutral zone האזור הנייטרלי בין עיראק וערב הסעודית Saudi Aramco עראמקו הסעודית Saudi Kings תבנית:מלכי ערב הסעודית Saudi Professional League ליגת העל הסעודית Saudi riyal ריאל סעודי Saudia סעודיה Sauer סואר Sauerkraut כרוב כבוש Saul שאול Saul Adadi שאול אדאדי Saul Adler שאול אדלר Saul Ascher שאול אשר Saul Bellow סול בלו Saul Berlin שאול ברלין Saul Friedländer שאול פרידלנדר Saul Kripke סול קריפקה Saul Levi Morteira שאול מורטירה Saul Levmore שאול לבמור Saul Lieberman שאול ליברמן Saul Merin שאול מרין Saul Perlmutter סול פרלמוטר Saul Raskin שאול רסקין Saul Singer שאול זינגר Saul Steinberg סול סטיינברג Saul Wahl שאול ואהל Sauli Niinistö סאולי ניניסטה Saumur סומיר Sauna סאונה Saunders's gull שחף סיני שחור ראש Saurimo סאורימו Saurischia בעלי אגן דמוי לטאה Saurischians קטגוריה:בעלי אגן דמוי לטאה Sauro-class submarine הצוללות מסדרת סאורו Sauromalus ater צ'קוואלה מצויה Sauron סאורון Sauropoda זאורופודה Sauropodomorpha דמויי זאורופודים Sauropods קטגוריה:זאורופודה Sauroposeidon זאורופוסידון Sauropsida זאורופסידה Sausage נקניק Sausage Party מסיבת נקניקיות Sausages קטגוריה:נקניקים Saussure's long-nosed bat עטלף ארך-חוטם Sautéing הקפצה Sauvignon blanc סוביניון בלאן Sauðárkrókur סאוד'אורקרוקור Sava סאווה Savanna סוואנה Savanna-la-Mar סבנה לה מאר Savannah monitor כוח הסוואנה Savannah sparrow גיבתון סוואנה Savant סוואנט Savant syndrome תסמונת סוואנט Savarin סבארין Savate סבאט Save Our Children הצילו את ילדינו Save a Child's Heart הצל לבו של ילד Saved הצילו Saved book תבנית:ספר ויקיפדיה Saved by the Bell הצלצול הגואל Saved! גאולה! Saverio Guerra סאבריו גוארה Saverio Mercadante סבריו מרקאדנטה Saverne סאברן Savi Gabizon שבי גביזון Savi's warbler חרגולן זמירי Savielly Tartakower סבלי טרטקובר Savigny's agama חרדון החולות Savile's bustard חובת סביל Saving חיסכון Saving Abel Saving abel Saving Mr. Banks להציל את מיסטר בנקס Saving Private Ryan להציל את טוראי ריאן Savitch's theorem משפט סביץ' Savity Lipenia סביטי ליפניה Savo Island סאבו Savo Milošević סאבו מילושביץ' Savo Pavićević סאבו פאביצ'ביץ' Savoia סבויה Savoia-Marchetti SM.79 סבויה מרקטי SM.79 Savoie סבואה Savoraim סבוראים Savoraim קטגוריה:סבוראים Savoraim תבנית:סבוראים Savoy סבוי Savoy סבויה Savoy Chapel קפלת סבוי Savoy Hotel מלון סבוי Savoy Hotel attack הפיגוע במלון סבוי Savoy Palace ארמון סבוי Savoy Theatre תיאטרון סבוי Savoy Truffle Savoy Truffle Savoy-Plaza Hotel בית מלון סבוי פלאזה Savran חסידות סאווראן Savva Georgiou סאבא ג'יורג'יו Savyon סביון Savyon Liebrecht סביון ליברכט Saw המסור Saw מסור Saw תבנית:סדרת סרטי המסור Saw 3D המסור 7 Saw II המסור 2 Saw III המסור 3 Saw IV המסור 4 Saw V המסור 5 Saw VI המסור 6 Saw films קטגוריה:המסור Sawao Kato סוואו קאטו Sawdust Sawdust Sawfar סאופר Sawfish מסורניים Sawing off of Manhattan Island ניסור האי מנהטן Sawmill מנסרה Saws קטגוריה:מסורים Sawtooth wave גל שן מסור Sawyer סויר Saxe-Coburg and Gotha דוכסות סקסוניה-קובורג-גותה Saxe-Coburg-Saalfeld דוכסות סקסוניה-קובורג-זאלפלד Saxe-Gotha-Altenburg דוכסות סקסוניה-גותה-אלטנבורג Saxe-Zeitz דוכסות סקסוניה-צייץ Saxetenbach Gorge תאונת הקניונינג בשווייץ Saxifraga בקעצור Saxifragaceae בקעצוריים Saxifragaceae קטגוריה:בקעצוריים Saxifragales בקעצוראים Saxifragales קטגוריה:בקעצוראים Saxo Grammaticus סקסו גרמטיקוס Saxobeats Saxobeats Saxon Garden גן ססקי Saxon Palace הארמון הסקסוני Saxon People's Party מפלגת העם הסקסונית Saxon Steed סוס סקסוני Saxons סקסונים Saxony סקסוניה Saxony קטגוריה:סקסוניה Saxony-Anhalt סקסוניה-אנהלט Saxony-Anhalt קטגוריה:סקסוניה-אנהלט Saxophone סקסופון Saxophonists קטגוריה:סקסופוניסטים Say Amen תגיד אמן Say It Isn't So נכון שזה לא נכון Say Say Say Say Say Say Sayan Mountains הרי סייאן Sayat-Nova סאיאט נובה Sayaun Thunga Phool Ka המנון נפאל Saydun סיידון Sayed Darwish סייד דרוויש Sayed Kashua סייד קשוע Sayeret Matkal סיירת מטכ"ל Sayonara סיונרה Sayyid סייד Sayyid Qutb סייד קוטב Sayyida al Hurra סעידה אל חורה Sayyidah Zaynab Mosque מסגד א-סיידה זיינב Saïd Aouita סעיד עוויטה Saône סון Saúl Ñíguez סאול ניגס Saşa Pană סשה פאנה Saša Ognenovski סשה אוגננובסקי Saša Stojanović סשה סטויאנוביץ' Sașa Pană סשה פאנה Saṃsāra סמסרה Sa‘id סעיד Sbarro סבארו Sbarro restaurant suicide bombing הפיגוע במסעדת סבארו Sberbank of Russia סברבנק Sburătorul זבורטורול Scabies גרדת Scaffolding פיגום Scailex Corporation סאיטקס Scala Scala Scala סקאלה Scala Sancta סקלה סנטה Scalability סילומיות Scalable Link Interface Scalable Link Interface Scalable Vector Graphics SVG Scalar סקלר Scalar field שדה סקלרי Scalar multiplication כפל בסקלר Scalar potential פוטנציאל סקלרי Scale סולם Scale סקאלה Scale קנה מידה Scale קשקש Scale armour שריון קשקשים Scale factor פרמטר הסקלה של היקום Scale insect כנימות מגן Scale modeling קטגוריה:דגמים Scale of temperature יחידות מידה לטמפרטורה Scaled Composites Model 396 מודל 396 Scaled Composites White Knight Two סקיילד קומפוזיטס וויט נייט 2 Scaled quail שליו קשקשים Scaligera Basket Verona סקאליג'רה ורונה Scalloped hammerhead פטישן כד-חרטום Scalp קרקפת Scalping קרקוף Scandal סקנדל Scandal שערורייה Scandals קטגוריה:שערוריות Scandar Copti סכנדר קובטי Scandinavia סקנדינביה Scandinavia קטגוריה:סקנדינביה Scandinavian Airlines סקנדינביאן איירליינס Scandinavian Peninsula חצי האי סקנדינביה Scandinavian cuisine קטגוריה:המטבח הסקנדינבי Scandinavians סקנדינבים Scandium סקנדיום Scandix pecten-veneris מסרק שולמית Scania סקונה Scania AB סקאניה Scanners שלטון המוח Scanning tunneling microscope מיקרוסקופ מנהור סורק Scapa Flow סקפה פלו Scapegoat שעיר לעזאזל Scapegoating שעיר לעזאזל Scaphoid fracture שבר עצם הסירה Scapolite סקפוליט Scapula עצם השכם Scar צלקת Scar Tissue Scar Tissue Scarab חרפושית Scarabaeidae זבליתיים Scarabaeidae קטגוריה:זבליתיים Scarborough סקרבורו Scarborough Fair יריד סקרבורו Scarecrow דחליל Scarecrow הדחליל Scarf צעיף Scarface פני צלקת Scarification צילוק Scarlatti סקרלטי Scarlet Sails מפרשי הארגמן Scarlet Witch מכשפת השני Scarlet fever שנית Scarlet ibis מגלן שני Scarlet macaw ארה ארגמנית Scarlett Johansson סקרלט ג'והנסון Scarlett Thomas סקרלט תומאס Scarpe סקארפ Scars on Broadway Scars on Broadway Scary Monsters Scary Monsters Scary Monsters and Nice Sprites Scary Monsters and Nice Sprites Scary Movie מת לצעוק Scat singing שירת סקאט Scatha the Worm סקאת'ה Scattered Islands in the Indian Ocean איי אפארסה Scattered disc הדיסק המפוזר Scattergories ארץ עיר Scattering פיזור Scattering קטגוריה:פיזורים Scavenger אוכלי נבלות Scelidosaurus סקלידוזאורוס Scene סצנה Scene at the Signing of the Constitution of the United States סצנה ממעמד החתימה על חוקת ארצות הברית Scenes from an Execution אנה גלקתיה Scenic design עיצוב במה Scenic designers קטגוריה:מעצבי במה Scenic route דרך נוף Scenic routes קטגוריה:דרכי נוף Scent of a Woman ניחוח אישה Scepia/Wii/horizontal lines Wii Scepia/politics תבנית:משתמש פוליטיקה Scepticism in law ריאליזם משפטי Sceptre שרביט Sch. Jonathan משתמש: יונתן Schaan שאן Schach ש"ך Schadenfreude שמחה לאיד Schaefer שפר Schafarnisch שאפארניש Schafberg שאפברג Schaffhausen שפהאוזן Scharnhorst שרנהורסט Schattenburg שאטנבורג Schatz שץ Schaubühne שאוביהנה Schechter שכטר Schechter Institute of Jewish Studies מכון שכטר למדעי היהדות Schecter Guitar Research שכטר Schedule תזמון Scheduled monument מונומנט רשום Scheffau am Wilden Kaiser שפאו אם וילדן קייזר Scheherazade שחרזאדה Scheldt סכלדה Schellenberg שלנברג Schelling שלינג Schema סכמה Schema סכמה קוגניטיבית Scheme Scheme Schengen שנגן Schengen Agreement Labelled Map תבנית:אמנת שנגן Schervu3/sandbox SNRI Scherzo סקרצו Scheveningen סכוונינגן Schick שיק Schicksalslied שירת הגורל Schiff שיף Schiffer שיפר Schiffman שיפמן Schiffschul בית הכנסת עדת ישראל Schiller שילר Schilling test מבחן שילינג Schimmel שימל Schindler שינדלר Schindler's List רשימת שינדלר Schindlerjuden קטגוריה:ניצולי שינדלר Schinhorn שינהורן Schinias Olympic Rowing and Canoeing Centre מרכז החתירה האולימפי שיניאס Schinus terebinthifolius פלפלון דמוי-אלה Schio סקיו Schipperke סכיפרקה Schism הפילוג הגדול Schism פילוג Schism in Hungarian Jewry הקרע ביהדות הונגריה Schist צפחה Schistosoma עלקת הבילהרציה Schistosomiasis בילהרציה Schizoaffective disorder הפרעה סכיזואפקטיבית Schizoid personality disorder הפרעת אישיות סכיזואידית Schizophrenia סכיזופרניה Schizophrenia קטגוריה:סכיזופרניה והפרעות סכיזוטיפליות ודלוזיונליות Schizophreniform disorder הפרעה סכיזופרניפורמית Schizosaccharomyces pombe שמר החלוקה Schizotypal personality disorder הפרעת אישיות סכיזוטיפלית Schlachtgeschwader 2 כנף תקיפה קרקעית 2 Schlager שלאגר Schlein שליין Schlenkerla שלנקרלה Schlesinger Institute מכון שלזינגר Schleswig שלזוויג Schleswig-Holstein קטגוריה:שלזוויג-הולשטיין Schleswig-Holstein שלזוויג-הולשטיין Schlieffen Plan תוכנית שליפן Schlitzie שליצי Schloss Ort טירת אורט Schlumberger שלומברגר Schmalkalden שמלקלדן Schmalkaldic League ברית שמלקלדן Schmalkaldic War המלחמה השמלקלדית Schmaltz שמאלץ Schmerling שמרלינג Schmid שמיד Schmidt שמידט Schmidt sting pain index מדד שמידט לדירוג כאב מעקיצות Schmitt שמיט Schnappi שנאפי Schnapps שנאפס Schnauzer שנאוצר Schneersohn משפחת שניאורסון Schneersohn family קטגוריה:משפחת שניאורסון Schneider שניידר Schneider CA1 שניידר CA1 Schneider Electric שניידר אלקטריק Schneller שנלר Schneller Orphanage בית היתומים שנלר Schnirelmann density צפיפות שנירלמן Schnitzel שניצל Schnitzer שניצר Schock Prize laureates תבנית:זוכי פרס רולף שוק Schocken שוקן Schocken Books הוצאת שוקן Schocken Department Stores כלבו שוקן Schoenoplectus lacustris אגמון האגם Schokari sand racer ארבע קו מובהק Schokland סכוקלנד Scholar חכם Scholar's mate מט סנדלרים Scholarship מלגה Scholarships קטגוריה:מלגות Scholasticism סכולסטיקה Scholl שול Schomburgk's deer אייל שומבורג School בית ספר School Ties זר במגרש School and university projects ויקיפדיה:עבודות ויקידמיות School and university projects/Psyc3330 w11/Group16 - Retrograde amnesia אמנזיה רטרוגרדית School and university projects/Psyc3330 w12/Group11 התניה קלאסית School and university projects/Psyc3330 w12/gp11SR/sandbox התניה קלאסית School bus אוטובוס בית ספר School counselor ייעוץ חינוכי School discipline משמעת במסגרת החינוכית School examinations קטגוריה:מבחנים School for Advanced Studies in the Social Sciences בית הספר ללימודים גבוהים במדעי החברה School holiday וקאנס School library ספריית בית ספר School massacres קטגוריה:התקפות על בתי ספר School of Names אסכולת השמות School of Paris אסכולת פריז School of Salamanca אסכולת סלמנקה School of thought אסכולה School voucher שובר חינוך Schoolboy Q סקולבוי קיו Schools קטגוריה:בתי ספר Schools in Israel קטגוריה:בתי ספר בישראל Schools in Jerusalem קטגוריה:ירושלים: בתי ספר Schools of Buddhism זרמים בבודהיזם Schools of Buddhism קטגוריה:זרמים בבודהיזם Schools of medicine קטגוריה:פקולטות לרפואה Schools of medicine in Israel קטגוריה:פקולטות לרפואה בישראל Schools of the performing arts קטגוריה:בתי ספר לאמנויות הבמה Schooner סקונר Schorr שור Schottenstein שוטנשטיין Schottenstein Edition of the Babylonian Talmud תלמוד בבלי מהדורת שוטנשטיין Schreckhorn שרקהורן Schreiber שרייבר Schreiber's fringe-fingered lizard שנונית השפלה Schreier שרייר Schröder שרדר Schröder–Bernstein theorem משפט קנטור-שרדר-ברנשטיין Schrödinger שרדינגר Schrödinger equation משוואת שרדינגר Schrödinger's cat החתול של שרדינגר Schröter שרטר Schuler שולר Schulze method שיטת שולצה Schumacher שומאכר Schumann שומאן Schumann resonances תהודת שומאן Schumer שומר Schur decomposition פירוק שור Schur's lemma הלמה של שור Schutzhund שוצהונד Schutzjude יהודי חסות Schutzstaffel אס אס Schutztruppe שוצטרופה Schuyler Colfax סקיילר קולפקס Schwa שווא Schwabach שוואבך Schwan-Stabilo סטאבילו Schwann cell תאי שוואן Schwartzmann שוורצמן Schwarz שוורץ Schwarz lemma למת שוורץ SchwarzeSchlange/Personal sandbox גרעין האקומבנס Schwarzhorn שוורצהורן Schwarzkopf שוורצקופף Schwarzlose machine gun שוורצלוזה Schwarzschild criterion תנאי שוורצשילד Schwarzschild metric מטריקת שוורצשילד Schwarzschild radius רדיוס שוורצשילד Schwarzsee האגם השחור Schwaz שוואץ Schwaz District שוואץ Schwedentrunk משקה שוודי Schwedt שווט על האודר Schweitzer שוויצר Schwende District שבנדה Schweppes שוופס Schwerbelastungskörper מבנה ההכבדה Schwerer Gustav שוורר גוסטב Schwerer Wehrmachtschlepper זחל"ם SWS Schwerin שוורין Schwester Selma זלמה מאיר Schwieberdingen שוויברדינגן Schwimmer שווימר Schärding District שרדינג Schönberg שנברג Schönbrunn שנברון Schönbrunn Palace ארמון שנברון Schöneberg שנברג Schönfeld שיינפלד Schönhauser Allee שדרות שנהאוזר Schüffner's dots נקודות שיפנר Sci-Hub Sci-Hub Sciatic nerve עצב השת Scicli שיקלי Science Science Science מדע Science קטגוריה:מדע וטכנולוגיה Science Museum מוזיאון המדע Science Ninja Team Gatchaman כוח ג'י Science and Culture The EMET Prize for Art פרס א.מ.ת Science and Technology Daily Science and Technology Daily Science and Technology Sports Culture Ministry of Education המדע והטכנולוגיה הספורט התרבות משרד החינוך Science and engineering awards קטגוריה:פרסים מדעיים Science and technology by country קטגוריה:מדע וטכנולוגיה לפי מדינה Science and technology in Argentina קטגוריה:ארגנטינה: מדע וטכנולוגיה Science and technology in Australia קטגוריה:אוסטרליה: מדע וטכנולוגיה Science and technology in Austria קטגוריה:אוסטריה: מדע וטכנולוגיה Science and technology in Belgium קטגוריה:בלגיה: מדע וטכנולוגיה Science and technology in Brazil קטגוריה:ברזיל: מדע וטכנולוגיה Science and technology in Canada קטגוריה:קנדה: מדע וטכנולוגיה Science and technology in China קטגוריה:סין: מדע וטכנולוגיה Science and technology in Cyprus קטגוריה:קפריסין: מדע וטכנולוגיה Science and technology in Denmark קטגוריה:דנמרק: מדע וטכנולוגיה Science and technology in Egypt קטגוריה:מצרים: מדע וטכנולוגיה Science and technology in Finland קטגוריה:פינלנד: מדע וטכנולוגיה Science and technology in France קטגוריה:צרפת: מדע וטכנולוגיה Science and technology in Georgia קטגוריה:גאורגיה: מדע וטכנולוגיה Science and technology in Germany קטגוריה:גרמניה: מדע וטכנולוגיה Science and technology in Hungary קטגוריה:הונגריה: מדע וטכנולוגיה Science and technology in India קטגוריה:הודו: מדע וטכנולוגיה Science and technology in Iran קטגוריה:איראן: מדע וטכנולוגיה Science and technology in Israel מדע וטכנולוגיה בישראל Science and technology in Israel קטגוריה:ישראל: מדע וטכנולוגיה Science and technology in Italy קטגוריה:איטליה: מדע וטכנולוגיה Science and technology in Japan מדע וטכנולוגיה ביפן Science and technology in Japan קטגוריה:יפן: מדע וטכנולוגיה Science and technology in Malaysia קטגוריה:מלזיה: מדע וטכנולוגיה Science and technology in New Zealand קטגוריה:ניו זילנד: מדע וטכנולוגיה Science and technology in Nigeria קטגוריה:ניגריה: מדע וטכנולוגיה Science and technology in North Korea קטגוריה:קוריאה הצפונית: מדע וטכנולוגיה Science and technology in Norway קטגוריה:נורווגיה: מדע וטכנולוגיה Science and technology in Poland קטגוריה:פולין: מדע וטכנולוגיה Science and technology in Portugal קטגוריה:פורטוגל: מדע וטכנולוגיה Science and technology in Russia קטגוריה:רוסיה: מדע וטכנולוגיה Science and technology in Slovenia קטגוריה:סלובניה: מדע וטכנולוגיה Science and technology in South Africa קטגוריה:דרום אפריקה: מדע וטכנולוגיה Science and technology in South Korea קטגוריה:קוריאה הדרומית: מדע וטכנולוגיה Science and technology in Sweden קטגוריה:שוודיה: מדע וטכנולוגיה Science and technology in Switzerland קטגוריה:שווייץ: מדע וטכנולוגיה Science and technology in Turkey קטגוריה:טורקיה: מדע וטכנולוגיה Science and technology in Ukraine קטגוריה:אוקראינה: מדע וטכנולוגיה Science and technology in Yugoslavia קטגוריה:יוגוסלביה: מדע וטכנולוגיה Science and technology in the Netherlands קטגוריה:הולנד: מדע וטכנולוגיה Science and technology in the People's Republic of China קטגוריה:הרפובליקה העממית של סין: מדע וטכנולוגיה Science and technology in the Republic of Ireland קטגוריה:אירלנד: מדע וטכנולוגיה Science and technology in the Soviet Union קטגוריה:ברית המועצות: מדע וטכנולוגיה Science and technology in the United Kingdom קטגוריה:בריטניה: מדע וטכנולוגיה Science and technology in the United States קטגוריה:ארצות הברית: מדע וטכנולוגיה Science competitions קטגוריה:תחרויות מדע וידע Science education הוראת המדעים Science experiments קטגוריה:ניסויים Science fantasy films קטגוריה:סרטי מד"ב-פנטזיה Science festival פסטיבל מדע Science fiction מדע בדיוני Science fiction קטגוריה:מדע בדיוני Science fiction and fantasy journals קטגוריה:כתבי עת לספרות ספקולטיבית Science fiction film סרט מדע בדיוני Science fiction films קטגוריה:סרטי מדע בדיוני Science fiction films by genre קטגוריה:סרטי מדע בדיוני לפי סוגה Science fiction films by series קטגוריה:סדרות סרטי מדע בדיוני Science fiction magazines קטגוריה:כתבי עת לספרות ספקולטיבית Science fiction novels קטגוריה:ספרי מדע בדיוני Science fiction short stories קטגוריה:סיפורים קצרים במדע בדיוני Science fiction television series קטגוריה:סדרות טלוויזיה: מדע בדיוני Science fiction writers קטגוריה:סופרי מדע בדיוני Science ministers קטגוריה:שרי מדע Science ministries קטגוריה:משרדי מדע וטכנולוגיה Science museum טכנולוגיה וטבע מוזיאון מדע Science museums קטגוריה:מוזיאונים למדע Science museums in Israel טכנולוגיה וטבע קטגוריה:ישראל: מוזיאונים למדע Science occupations קטגוריה:מקצועות המדע והטכנולוגיה Science software קטגוריה:תוכנות מדעיות Science stubs קטגוריה:קצרמר מדעים Science wars מלחמות המדע Science writers קטגוריה:כותבי ספרי מדע פופולרי Sciences Po המכון למדע המדינה פריז Scientific American סיינטיפיק אמריקן Scientific Leadership התוכנית למנהיגות מדעית Scientific community הקהילה המדעית Scientific consensus קונצנזוס מדעי Scientific disciplines קטגוריה:תחומי מחקר מדעיים Scientific journal כתב עת מדעי Scientific journals קטגוריה:כתבי עת מדעיים Scientific literature מאמר מדעי Scientific management ניהול מדעי Scientific method השיטה המדעית Scientific method קטגוריה:השיטה המדעית Scientific misconceptions תפיסה שגויה Scientific notation כתיב מדעי Scientific racism תורת הגזע Scientific realism ריאליזם מדעי Scientific revolution המהפכה המדעית Scientific skepticism ספקנות מדעית Scientific skepticism קטגוריה:ספקנות מדעית Scientific-Humanitarian Committee הוועדה המדעית-הומניטרית Scientism מדענות Scientist מדען Scientists קטגוריה:מדענים Scientists at Bell Labs קטגוריה:סגל מעבדות בל Scientists by nationality קטגוריה:מדענים לפי מוצא Scientists from Georgia קטגוריה:מדענים גאורגים Scientists who committed suicide קטגוריה:מתאבדים: מדענים Scientologists קטגוריה:סיינטולוגים Scientology סיינטולוגיה Scientology קטגוריה:סיינטולוגיה Scilla בן-חצב Scilla hyacinthoides בן-חצב יקינתוני Scilly naval disaster of 1707 טביעת הצי האנגלי ליד איי סילי Scimitar סימיטר Scimitar oryx ראם סהרה Scincomorpha דמויי חומט Scincus scincus חומט רפואי Scipio סקיפיו Scipio Aemilianus פובליוס קורנליוס סקיפיו אמיליאנוס Scipio Africanus פובליוס קורנליוס סקיפיו אפריקנוס Scipione del Ferro שיפיונה דל פרו Scirii סקירים Sciritae סקיריטיס Sciron סיירון Scirpus אגמון Scissor-tailed kite דיית זנב מספריים Scissors מספריים Scissors kick בעיטת מספריים Sciurinae סנאים Sciuromorpha דמויי סנאי Sciurus סנאי Sclera לובן העין Scleractinia קטגוריה:אלמוגאים Sclerocarya birrea מרולה Scleroderma סקלרודרמה Sclerometer סקלרומטר Scolanova Synagogue בית הכנסת סקולנובה Scolari סקולארי Scolecomorphidae תולענים אפריקניים Scolecophidia נחשים עיוורים Scolecophidia קטגוריה:נחשים עיוורים Scoliidae פגיונאיים Scoliosis עקמת Scolopacidae קטגוריה:חרטומניים Scolymus maculatus חוח עקוד Scombridae קולייסיים Scombridae קטגוריה:קולייסיים Scone סקונס Scooby-Doo סקובי דו Scooby-Doo סקובי-דו Scooby-Doo Meets the Boo Brothers סקובי דו והאחים בו Scooch סקוץ' Scoop כף מדידה Scoop סקופ Scoot McNairy סקוט מק'ניירי Scooter החבובות - דמויות#סקוטר Scooter סקוטר Scooter קטנוע ScooterDe משתמש:Scooter Scootercatter/sandMendos מנטוס Scooterman user:scooterman Scopes Trial משפט הקופים Scops owl שעיר Scorched Earth סקורץ' Scorched earth אדמה חרוכה Score עזרה:תווים Scoresby Sound קנגרטיטיווק Scoria סקוריה Scorpaena עקרבנון Scorpaenidae עקרבנוניים Scorpaenidae קטגוריה:עקרבנוניים Scorpaeniformes עקרבנונאים Scorpaeniformes קטגוריה:עקרבנונאים Scorpio מזל עקרב Scorpio סקורפיון Scorpio maurus עביד שחום Scorpion עקרבאים Scorpionidae קטגוריה:עבידיים Scorpions Scorpions Scorpions קטגוריה:עקרבאים Scorpius עקרב Scorpius קטגוריה:קבוצת הכוכבים עקרב Scotch סקוץ' Scotch Game פתיחה סקוטית Scotch broth נזיד סקוטי Scotch whisky קטגוריה:ויסקי סקוטי Scotch yoke עול סקוטש Scotia Sea ים סקוטיה Scotland סקוטלנד Scotland קטגוריה:סקוטלנד Scotland Act 1998 חוק סקוטלנד Scotland Canna קאנה Scotland Perth פרת' Scotland St Kilda סנט קילדה Scotland Yard סקוטלנד יארד Scotland national basketball team נבחרת סקוטלנד בכדורסל Scotland national football team נבחרת סקוטלנד בכדורגל Scotland national football team managers קטגוריה:מאמני נבחרת סקוטלנד בכדורגל Scotland national football team navigational boxes קטגוריה:סגלי נבחרת סקוטלנד בכדורגל Scotland national under-21 football team נבחרת סקוטלנד בכדורגל עד גיל 21 Scotland squad 1974 FIFA World Cup תבנית:נבחרת סקוטלנד במונדיאל 1974 Scotland squad 1982 FIFA World Cup תבנית:נבחרת סקוטלנד במונדיאל 1982 Scotland squad 1986 FIFA World Cup תבנית:נבחרת סקוטלנד במונדיאל 1986 Scotland squad 1990 FIFA World Cup תבנית:נבחרת סקוטלנד במונדיאל 1990 Scotland squad 1998 FIFA World Cup תבנית:נבחרת סקוטלנד במונדיאל 1998 Scotland squad UEFA Euro 1992 תבנית:נבחרת סקוטלנד ביורו 1992 Scotland squad UEFA Euro 1996 תבנית:נבחרת סקוטלנד ביורו 1996 Scotland women's national football team נבחרת סקוטלנד בכדורגל נשים Scotopic vision העקומה הסקוטופית Scots Guards המשמר הסקוטי Scots Hotel המלון הסקוטי Scots language סקוטית Scots law קטגוריה:סקוטלנד: חוק ומשפט Scott סקוט Scott Adams סקוט אדמס Scott Adkins סקוט אדקינס Scott Bakula סקוט באקולה Scott Base בסיס סקוט Scott Brooks סקוט ברוקס Scott Brown סקוט בראון Scott Caan סקוט קאן Scott Carson סקוט קרסון Scott Coast חוף סקוט Scott Fischer סקוט פישר Scott Foley סקוט פולי Scott Forstall סקוט פורסטול Scott Glacier קרחון סקוט Scott Glenn סקוט גלן Scott Hall סקוט הול Scott Heim סקוט היים Scott Island האי סקוט Scott Joplin סקוט ג'ופלין Scott Kelly סקוט קלי Scott Lowell סקוט לוול Scott Mechlowicz סקוט מקלוביץ Scott Oglesby/Willis Tower מגדל סירס Scott Parker סקוט פארקר Scott Pilgrim vs. the World האקסים של החברה שלי Scott Polar Research Institute מכון סקוט לחקר הקוטב Scott Rodriguez ביל גולדברג Scott Sheppard סקוט שפרד Scott Smith סקוט סמית' Scott Stapp סקוט סטאפ Scott Walker סקוט ווקר Scott Weinger סקוט ויינגר Scott Wilson סקוט וילסון Scott Wiseman סקוט וייזמן Scott Wolf סקוט וולף Scott Yanow סקוט יאנאו ScottAndrewsUWO/sandbox התגבשות זיכרון Scottie Pippen סקוטי פיפן Scottish Challenge Cup גביע האתגר הסקוטי Scottish Championship הצ'מפיונשיפ הסקוטי Scottish County Football League ליגות כדורגל מוספות#.D7.9C.D7.99.D7.92.D7.AA .D7.94.D7.9B.D7.93.D7.95.D7.A8.D7.92.D7.9C .D7.94.D7.A1.D7.A7.D7.95.D7.98.D7.99.D7.AA .D7.94.D7.9E.D7.97.D7.95.D7.96.D7.99.D7.AA Scottish Cup הגביע הסקוטי Scottish Enlightenment הנאורות הסקוטית Scottish Fold סקוטיש פולד Scottish Football Association התאחדות הכדורגל הסקוטית Scottish Gaelic גאלית סקוטית Scottish Highlands היילנדס Scottish League Cup גביע הליגה הסקוטית Scottish League One הליגה הסקוטית הראשונה Scottish League Two הליגה הסקוטית השנייה Scottish National Gallery הגלריה הלאומית של סקוטלנד Scottish National Gallery of Modern Art הגלריה הלאומית לאמנות מודרנית Scottish National Party המפלגה הלאומית הסקוטית Scottish National Party politicians קטגוריה:חברי המפלגה הלאומית הסקוטית Scottish National Portrait Gallery גלריית הדיוקנאות הלאומית של סקוטלנד Scottish Parliament הפרלמנט הסקוטי Scottish Premiership ליגת העל הסקוטית Scottish Professional Football League SPFL Scottish Professional Football League תבנית:ליגת העל הסקוטית Scottish Terrier סקוטיש טרייר Scottish actors קטגוריה:שחקני קולנוע וטלוויזיה סקוטים Scottish artists קטגוריה:אמנים סקוטים Scottish baronial architecture אדריכלות סקוטית ברוניאלית Scottish baronial architecture קטגוריה:אדריכלות סקוטית ברוניאלית Scottish chess players קטגוריה:שחמטאים סקוטים Scottish clan שבט סקוטי Scottish clans קטגוריה:שבטים סקוטים Scottish cuisine המטבח הסקוטי Scottish cuisine קטגוריה:המטבח הסקוטי Scottish culture קטגוריה:סקוטלנד: תרבות Scottish engineers קטגוריה:מהנדסים סקוטים Scottish football league system מבנה ליגות הכדורגל בסקוטלנד Scottish football managers קטגוריה:מאמני כדורגל סקוטים Scottish footballers קטגוריה:כדורגלנים סקוטים Scottish inventors קטגוריה:ממציאים סקוטים Scottish literature קטגוריה:ספרות סקוטית Scottish mathematicians קטגוריה:מתמטיקאים סקוטים Scottish monarchs קטגוריה:מלכי סקוטלנד Scottish music קטגוריה:מוזיקה סקוטית Scottish musicians קטגוריה:מוזיקאים סקוטים Scottish mythology מיתולוגיה סקוטית Scottish painters קטגוריה:ציירים סקוטים Scottish people סקוטים Scottish people קטגוריה:סקוטים Scottish philosophers קטגוריה:פילוסופים סקוטים Scottish physicists קטגוריה:פיזיקאים סקוטים Scottish poets קטגוריה:משוררים סקוטים Scottish politicians קטגוריה:פוליטיקאים סקוטים Scottish royal consorts קטגוריה:מלכות רעיות סקוטיות Scottish royal houses קטגוריה:בתי מלוכה סקוטיים Scottish scientists קטגוריה:מדענים סקוטים Scottish sportspeople קטגוריה:ספורטאים סקוטים Scottish stage actors קטגוריה:שחקני תיאטרון סקוטים Scottish women's footballers קטגוריה:כדורגלניות סקוטיות Scottish writers קטגוריה:סופרים סקוטים Scottsboro Boys נערי סקוטסבורו Scotty מונטגומרי סקוט Scotty סקוטי Scotty Joe Weaver סקוטי ג'ו ויבר Scotty McCreery סקוטי מק'קרירי Scotty914 שינה זעירה Scotus סקוטוס Scout סקאוט Scout Motto היה נכון Scouting קטגוריה:תנועת הצופים Scouting תנועת הצופים Scouting and Guiding in Germany תנועת הצופים בגרמניה Scouting and Guiding in Israel קטגוריה:תנועת הצופים בישראל Scouting for Boys צופיות לבני הנעורים Scoville scale סולם סקוביל Scrabble שבץ נא Scramble for Africa המרוץ לאפריקה Scrambled Eggs Super! יופי של חביתה מקושקשת Scrambled eggs ביצה מקושקשת Scramjet מנוע על-מגח סילוני Scraniel/Liraz Charki לירז צ'רכי Scrap מיחזור מתכת Scrapbooking סקרפבוקינג Scraper מרית Scrappage program גריטה Scratch Scratch Scratching סקראצ'ינג Scream צעקה Scream קטגוריה:צעקה Scream & Shout Scream & Shout Scream 2 צעקה 2 Scream 3 צעקה 3 Scream 4 צעקה 4 Scream Queens מלכות הצעקה Scream/Childhood Scream Screamer קמיקיים Screamin' Jay Hawkins סקרימינג ג'יי הוקינס Screaming Trees סקרימינג טריז Screaming for Vengeance Screaming For Vengeance Screaming hairy armadillo ארמדיל שעיר צווחני Screen Actors Guild Award פרס גילדת שחקני המסך Screen Actors Guild Award templates קטגוריה:תבניות ניווט - פרס גילדת שחקני המסך Screen Actors Guild Awards קטגוריה:זוכי פרס גילדת שחקני המסך Screen printing הדפס משי Screen reader קורא מסך ScreenActorsGuildAward CastMotionPicture תבנית:פרס גילדת שחקני המסך לצוות השחקנים הטוב ביותר בסרט קולנוע ScreenActorsGuildAward FemaleLeadMotionPicture תבנית:פרס גילדת שחקני המסך לשחקנית הטובה ביותר בסרט קולנוע ScreenActorsGuildAward FemaleSupportMotionPicture תבנית:פרס גילדת שחקני המסך לשחקנית המשנה הטובה ביותר בסרט קולנוע ScreenActorsGuildAward FemaleTVComedy תבנית:פרס גילדת שחקני המסך לשחקנית הטובה ביותר בסדרה קומית ScreenActorsGuildAward FemaleTVDrama תבנית:פרס גילדת שחקני המסך לשחקנית הטובה ביותר בסדרת דרמה ScreenActorsGuildAward FemaleTVMiniseriesMovie 1994–2009 תבנית:פרס גילדת שחקני המסך לשחקנית הטובה ביותר בסרט טלוויזיה או במיני-סדרה ScreenActorsGuildAward MaleLeadMotionPicture תבנית:פרס גילדת שחקני המסך לשחקן הטוב ביותר בסרט קולנוע ScreenActorsGuildAward MaleSupportMotionPicture תבנית:פרס גילדת שחקני המסך לשחקן המשנה הטוב ביותר בסרט קולנוע ScreenActorsGuildAward MaleTVComedy תבנית:פרס גילדת שחקני המסך לשחקן הטוב ביותר בסדרה קומית ScreenActorsGuildAward MaleTVDrama תבנית:פרס גילדת שחקני המסך לשחקן הטוב ביותר בסדרת דרמה ScreenActorsGuildAward MaleTVMiniseriesMovie תבנית:פרס גילדת שחקני המסך לשחקן הטוב ביותר בסרט טלוויזיה או במיני-סדרה ScreenActorsGuildAwards EnsembleTVComedy תבנית:פרס גילדת שחקני המסך לאנסמבל השחקנים הטוב ביותר בסדרת קומית ScreenActorsGuildAwards EnsembleTVDrama תבנית:פרס גילדת שחקני המסך לאנסמבל השחקנים הטוב ביותר בסדרת דרמה Screenplay תסריט Screensaver שומר מסך Screenwriter תסריטאי Screenwriters קטגוריה:תסריטאי קולנוע Screw בורג Screwball comedy film קומדיה מטורפת Screwball comedy films קטגוריה:סרטי קומדיה מטורפת Screwdriver מברג Screwdriver סקרודרייבר Screws קטגוריה:ברגים Scribd Scribd Scribe לבלר Scriber משרט Scrip תו קנייה Scripting language שפת תסריט Scriptorium סקריפטוריום Scrivener כותב בקשות Scroll מגילה Scroll lock Scroll Lock Scroll of Fire אנדרטת מגילת האש Scroll saw מסור נימה Scrooge סקרוג' Scrooge McDuck הדוד קמצוץ Scrophulariaceae לועניתיים Scrophulariaceae קטגוריה:לועניתיים Scrotum כיס האשכים Scrovegni Chapel קפלת סקרובני Scrub hare ארנבת הסבך Scrubs סקראבס Scrum Scrum Scuba diving צלילה Scud סקאד Scully סקאלי Sculpey סקאלפי Sculptor פסל Sculptors קטגוריה:פסלים Sculpture פיסול Sculpture קטגוריה:פיסול Sculpture garden גן פסלים Sculpture techniques קטגוריה:טכניקות פיסוליות Sculptures קטגוריה:פסלים Sculptures by Anish Kapoor קטגוריה:אניש קאפור Sculptures by Antony Gormley קטגוריה:אנטוני גורמלי Sculptures by Donatello קטגוריה:דונטלו Sculptures by Michelangelo קטגוריה:מיכלאנג'לו בואונרוטי: פסלים Sculptures by Polyclitus קטגוריה:פוליקליטוס Sculptures by Praxiteles קטגוריה:פרקסיטלס Sculptures by artist קטגוריה:פסלים לפי פסל Sculptures by subject קטגוריה:פסלים לפי נושא Sculptures by type קטגוריה:פסלים לפי סוג Sculptures in the Borghese Collection קטגוריה:גלריה בורגזה: פסלים Sculptures of the Louvre קטגוריה:הלובר: פסלים Sculptures of the Vatican Museums קטגוריה:הוותיקן: פסלים Scum Scum ScummVM ScummVM Scuol שקול Scurvy צפדינה Scutellaria קערורית Scutelleridae Scutelleridae Scutellum מגנית Scutigera coleoptrata אצנדל Scuttled vessels קטגוריה:ספינות טרופות Scuttling of the French fleet in Toulon הטבעת אוניות הצי הצרפתי בטולון Scutum מגן Scylax of Caryanda סקילכס איש קריאנדה Scyphozoa קטגוריה:מדוזות Scythe חרמש Scythians סקיתים Sd.Kfz. 247 Sd.Kfz. 247 Sd.Kfz. 250 Sd.Kfz. 250 Sd.Kfz. 251 Sd.Kfz. 251 SdKfz 254 Sd.Kfz. 254 SdKfz 4 Sd.Kfz. 4 Sde Boker שדה בוקר Sde David שדה דוד Sde Dov Airport נמל התעופה דב הוז Sde Eliezer שדה אליעזר Sde Eliyahu שדה אליהו Sde Ilan שדה אילן Sde Moshe שדה משה Sde Nahum שדה נחום Sde Nehemia שדה נחמיה Sde Nitzan שדה ניצן Sde Tzvi שדה צבי Sde Uziyahu שדה עוזיהו Sde Warburg שדה ורבורג Sde Ya'akov שדה יעקב Sde Yitzhak שדה יצחק Sde Yoav שדה יואב Sdei Avraham שדי אברהם Sdei Hemed שדי חמד Sdei Trumot שדי תרומות Sderot שדרות Sderot Railway Station תחנת הרכבת שדרות Sderot Yerushalayim שדרות ירושלים Sdot Micha שדות מיכה Sdot Micha Airbase כנף 2 Sdot Negev Regional Council מועצה אזורית שדות נגב Sdot Negev Regional Council קטגוריה:מועצה אזורית שדות נגב Sdot Negev Regional Council תבנית:מועצה אזורית שדות נגב Sdot Yam שדות ים Se סה Se'if katan סעיף קטן Sea ים Sea Breeze סי בריז Sea Change Sea Change Sea Launch Sea Launch Sea Peoples גויי הים Sea Scout צופי ים Sea and river goddesses קטגוריה:אלות ים ונהר Sea and river gods קטגוריה:אלילי ים ונהר Sea anemone שושנות ים Sea breeze בריזה Sea captain רב חובל Sea cucumber מלפפון ים Sea eagle עיטם Sea goldie פזית ים סוף Sea level גובה פני הים Sea lion אריות ים Sea of Azov ים אזוב Sea of Crete ים כרתים Sea of Death ים המוות Sea of Galilee ים כנרת Sea of Galilee Boat הסירה מגינוסר Sea of Japan ים יפן Sea of Marmara ים מרמרה Sea of Okhotsk ים אוחוצק Sea otter לוטרת הים Sea spider עכבישניים ימיים Sea to sea trail מסע מים אל ים Sea turtle צבי ים Sea turtles קטגוריה:צבי ים Sea urchin קיפודי ים SeaWorld Orlando אורלנדו סיוורלד Seabird עופות ימיים Seabirds קטגוריה:עופות ימיים Seabiscuit סיביסקיט Seaborgium סיבורגיום Seabound Seabound Sead Kolašinac סיאד קולאשינאץ Sead1/sandbox CD-ROM Seadart/St. Gallen Symposium סימפוזיון סנט-גאלן Seafloor spreading התפשטות קרקעית הים Seafood מאכלי ים Seafood קטגוריה:מאכלי ים Seafood Market attack פיגוע הירי בסי פוד מרקט Seagate Technology סיגייט טכנולוגיות Seagram Building בניין סיגראם Seahorse סוסון ים Seal חותם Seal סיל Seal of Alabama סמל אלבמה Seal of Alaska סמל אלסקה Seal of American Samoa סמל סמואה האמריקנית Seal of Arizona סמל אריזונה Seal of Arkansas סמל ארקנסו Seal of California סמל קליפורניה Seal of Colorado סמל קולורדו Seal of Delaware סמל דלאוור Seal of Florida סמל פלורידה Seal of Georgia סמל ג'ורג'יה Seal of Guam סמל גואם Seal of Hawaii סמל הוואי Seal of Indiana סמל אינדיאנה Seal of Iowa סמל איווה Seal of Kansas סמל קנזס Seal of Kentucky סמל קנטקי Seal of Madagascar סמל מדגסקר Seal of Maine סמל מיין Seal of Mauritania סמל מאוריטניה Seal of Minnesota סמל מינסוטה Seal of Mississippi סמל מיסיסיפי Seal of Missouri סמל מיזורי Seal of Montana סמל מונטנה Seal of Nebraska סמל נברסקה Seal of Nevada סמל נבדה Seal of New Mexico סמל ניו מקסיקו Seal of New York סמל ניו יורק Seal of Niue סמל ניואה Seal of North Dakota סמל דקוטה הצפונית Seal of Ohio סמל אוהיו Seal of Oklahoma סמל אוקלהומה Seal of Oregon סמל אורגון Seal of Palau סמל פלאו Seal of Rhode Island סמל רוד איילנד Seal of Rwanda סמל רואנדה Seal of San Francisco סמל סן פרנסיסקו Seal of South Dakota סמל דקוטה הדרומית Seal of Tbilisi סמל טביליסי Seal of Tennessee סמל טנסי Seal of Texas סמל טקסס Seal of Utah סמל יוטה Seal of Washington סמל וושינגטון Seal of West Virginia סמל וירג'יניה המערבית Seal of Wisconsin סמל ויסקונסין Seal of Wyoming סמל ויומינג Seal of the District of Columbia סמל וושינגטון די. סי. Seal of the Federated States of Micronesia סמל מיקרונזיה Seal of the Marshall Islands סמל איי מרשל Seal of the Northern Mariana Islands סמל איי מריאנה הצפוניים Seal of the President of the United States חותם נשיא ארצות הברית Seal of the United States Senate חותם הסנאט של ארצות הברית Seal of the United States Virgin Islands סמל איי הבתולה של ארצות הברית Seam Zone מרחב התפר Seamount הר מצולה Seamounts קטגוריה:הרי מצולה Seamus Heaney שיימוס היני Sean Astin שון אסטין Sean Bean שון בין Sean Combs שון קומבס Sean Connery שון קונרי Sean Dundee שון דאנדי Sean Elliott שון אליוט Sean Flynn שון פלין Sean Hayes שון הייז Sean Kingston שון קינגסטון Sean Kinney שון קיני Sean Lennon שון לנון Sean Munson שון מונסון Sean O'Keefe שון או'קיף Sean Parker שון פארקר Sean Paul שון פול Sean Penn שון פן Sean Pertwee שון פרטווי Sean Young שון יאנג Sean.Chris95/sandbox אבולוציה חברתית ותרבותית Sean.desmond10/Hydrogen Highway שינה זעירה Sean.desmond10/Im sick fml שינה זעירה Seanad Éireann הסנאט האירי Seann William Scott שון ויליאם סקוט Seans Potato Business/DNA DNA Seaplane מטוס ימי Seaplanes and flying boats קטגוריה:מטוסים ימיים Search Bureau for Missing Relatives המדור לחיפוש קרובים Search algorithm חיפוש Search algorithms קטגוריה:אלגוריתמי חיפוש Search and rescue חיפוש והצלה Search and seizure חיפוש ותפיסה Search box תבנית:חיפוש Search engine מנוע חיפוש Search engine optimization קידום אתרים במנועי חיפוש Search engine test ויקיפדיה:מבחן גוגל Search for extraterrestrial intelligence פרויקט סט"י Search warrant צו חיפוש Searching חיפוש Searching for Sugar Man מחפשים את שוגרמן Searchlight זרקור Seas קטגוריה:ימים Seas by country קטגוריה:ימים לפי מדינה Seas of France קטגוריה:צרפת: ימים Seas of Greece קטגוריה:יוון: ימים Seas of Indonesia קטגוריה:אינדונזיה: ימים Seas of Italy קטגוריה:איטליה: ימים Seas of Japan קטגוריה:יפן: ימים Seas of Russia קטגוריה:רוסיה: ימים Seas of Turkey קטגוריה:טורקיה: ימים Seas of the Arctic Ocean קטגוריה:ימים באוקיינוס הקרח הצפוני Seas of the Atlantic Ocean קטגוריה:ימים באוקיינוס האטלנטי Seas of the Indian Ocean קטגוריה:ימים באוקיינוס ההודי Seas of the Pacific Ocean קטגוריה:ימים באוקיינוס השקט Seas of the Southern Ocean קטגוריה:ימים באוקיינוס הדרומי Seas of the United States קטגוריה:ארצות הברית: ימים Seasaltnz/Live In New York City Blackfield II Season עונה Season עונות השנה Season of Migration to the North עונת הנדידה אל הצפון Season of the Witch עונת המכשפה Seasonal affective disorder דיכאון עונתי Seasonal breeder עונת רבייה Seasteading התיישבות-ים Seat belt חגורת בטיחות Seat of local government בניין עירייה Seaton Delaval Hall אחוזת סיטון דלאוואל Seatonjo/Rick Parry ריק פרי Seats of local government קטגוריה:בתי עירייה Seattle סיאטל Seattle Capitol Hill קפיטול היל Seattle Mariners סיאטל מארינרס Seattle Pacific University אוניברסיטת סיאטל פאסיפיק Seattle Seahawks סיאטל סיהוקס Seattle Sounders FC סיאטל סאונדרס Seattle Sounders FC players קטגוריה:כדורגלני סיאטל סאונדרס Seattle Storm סיאטל סטורם Seattle SuperSonics head coaches קטגוריה:מאמני סיאטל סופרסוניקס Seattle SuperSonics logo.png תמונה:Seattle SuperSonics logo.png Seattle SuperSonics players קטגוריה:כדורסלני סיאטל סופרסוניקס Seattle Symphony תזמורת סיאטל Seattle windshield pitting epidemic מגפת הסדקים בשמשות של סיאטל Seattle–Tacoma International Airport נמל התעופה הבינלאומי סיאטל-טקומה Seawater מי ים Seawater greenhouse חממת מי ים Seawise Giant סיווייז ג'איינט Sebaceous gland בלוטת חלב Sebald Beham זבאלד בהאם Sebald de Weert זבאלד דה ורט Sebastan mad/Hasses Mor זנות Sebastes ורדון Sebastian סבסטיאן Sebastian Bayer סבסטיאן באייר Sebastian Boenisch סבסטיאן בניש Sebastian Brant סבסטיאן ברנט Sebastian Cabot סבסטיאן קבוט Sebastian Coe סבסטיאן קו Sebastian Deisler סבסטיאן דייסלר Sebastian Giovinco סבסטיאן ג'ובינקו Sebastian Gryphius סבסטיאן גריפיוס Sebastian Haffner סבסטיאן הפנר Sebastian Kehl סבסטיאן קל Sebastian Kurz סבסטיאן קורץ Sebastian Moran סבסטיאן מורן Sebastian Münster סבסטיאן מינסטר Sebastian Rode סבסטיאן רודה Sebastian Rudy סבסטיאן רודי Sebastian Shaw סבסטיאן שו Sebastian Stan סבסטיאן סטן Sebastian Telfair סבאסטיאן טלפייר Sebastian Vettel סבסטיאן פטל Sebastian of Portugal מלך פורטוגל סבשטיאו Sebastiane סבסטיאן Sebastiankessel User:סבסטייןקסל Sebastiano Venier סבסטיאנו ונייר Sebastiano Ziani סבסטיאנו ציאני Sebastiano del Piombo סבסטיאנו דל פיומבו Sebastián Abreu סבסטיאן אבראו Sebastián Battaglia סבסטיאן בטאליה Sebastián Coates סבסטיאן קואטס Sebastián Dubarbier סבסטיאן דוברבייר Sebastián Leto סבסטיאן לטו Sebastián Piñera סבסטיאן פיניירה Sebastián Raval סבסטיאן ראוואל Sebastián Rozental סבסטיאן רוזנטל Sebastián Rulli סבסטיאן רולי Sebastián Viera סבסטיאן ויירה Sebastião Salgado סבסטיאו סלגאדו Sebastjan Cimirotič סבסטיאן סימרוטיץ' Sebatik Island סבאטיק Sebei people סאביני Sebezh סבז' Sebil סביל Sebleouf משתמש:Sebleouf Seborrhoeic dermatitis סבוריאה דרמטיטיס Sebuku סבוקו Secacah סככה Secant method שיטת המיתר Secchi disk דסקת סקי Sechuran fox שועל ערבות פרואני Second שנייה Second Aliyah העלייה השנייה Second Amendment to the United States Constitution התיקון השני לחוקת ארצות הברית Second Army הארמייה השנייה Second Avenue השדרה השנייה Second Avenue Deli מעדניית השדרה השנייה Second Balkan War מלחמת הבלקן השנייה Second Battle of Artois קרב ארטואה השני Second Battle of Champagne קרב שמפאן השני Second Battle of El Alamein קרב אל-עלמיין השני Second Battle of Fort Sumter קרב פורט סאמטר השני Second Battle of Gaza קרב עזה השני Second Battle of Kharkov קרב חרקוב השני Second Battle of Mount Hermon הניסיון הישראלי הראשון לכיבוש החרמון במלחמת יום הכיפורים Second Battle of Ypres קרב איפר השני Second Battle of the Aisne הקרב השני על האן Second Battle of the Isonzo הקרב השני על האיזונצו Second Battle of the Marne הקרב השני על המארן Second Battle of the Masurian Lakes הקרב השני על האגמים המזוריים Second Boer War מלחמת הבורים Second Book of Enoch ספר חנוך ב' Second Brazilian Republic היסטוריה של ברזיל: דמוקרטיזציה ופיתוח Second Bulgarian Empire האימפריה הבולגרית השנייה Second Bulgarian Empire קטגוריה:האימפריה הבולגרית השנייה Second Catilinarian conspiracy קשר קטילינה Second Chechen War מלחמת צ'צ'ניה השנייה Second Coming הביאה השנייה Second Congo War מלחמת קונגו השנייה Second Council of Constantinople ועידת קונסטנטינופוליס השנייה Second Council of Nicaea ועידת ניקיאה השנייה Second Crusade מסע הצלב השני Second Crusade קטגוריה:מסע הצלב השני Second Epistle of John איגרת יוחנן השנייה Second Epistle of Peter איגרת פטרוס השנייה Second Epistle to Timothy האיגרת השנייה אל טימותיוס Second Epistle to the Corinthians האיגרת השנייה אל הקורינתים Second Epistle to the Thessalonians האיגרת השנייה אל התסלוניקים Second Foundation המוסד האחר Second French Empire הקיסרות השנייה Second French Empire קטגוריה:הקיסרות השנייה Second Geneva Convention אמנת ז'נבה השנייה Second Great Fire of London השרפה הגדולה השנייה של לונדון Second Happy Time המערכה באוקיינוס האטלנטי Second Hardy–Littlewood conjecture השערת הארדי-ליטלווד השנייה Second Hundred Years' War מלחמת מאה השנים השנייה Second Industrial Revolution המהפכה התעשייתית השנייה Second International האינטרנציונל השני Second Intifada האינתיפאדה השנייה Second Intifada קטגוריה:האינתיפאדה השנייה Second Italian War of Independence מלחמת אוסטריה-סרדיניה Second Italo-Ethiopian War המלחמה האיטלקית-אתיופית השנייה Second Ladies of the United States קטגוריה:הגברות השניות של ארצות הברית Second Life Second Life Second Macedonian War המלחמה המוקדונית השנייה Second Opium War מלחמת האופיום השנייה Second Person Singular גוף שני יחיד Second Polish Republic הרפובליקה הפולנית השנייה Second Punic War המלחמה הפונית השנייה Second Punic War קטגוריה:המלחמה הפונית השנייה Second Quebec Conference ועידת קוויבק Second Republic הרפובליקה השנייה Second Servile War מלחמת העבדים השנייה Second Sino-Japanese War מלחמת סין-יפן השנייה Second Sino-Japanese War קטגוריה:מלחמת סין-יפן השנייה Second Spanish Republic הרפובליקה הספרדית השנייה Second Spanish Republic קטגוריה:הרפובליקה הספרדית השנייה Second Succession Act חוק הירושה השני Second Temple בית המקדש השני Second Temple period תקופת בית שני Second Triumvirate הטריאומווירט השני Second Vatican Council ועידת הוותיקן השנייה Second Vienna Award תכתיב וינה Second Viennese School האסכולה הווינאית השנייה Second generation game consoles תבנית:קונסולות המשחקים של הדור השני Second government of Israel ממשלת ישראל השנייה Second law of thermodynamics החוק השני של התרמודינמיקה Second messenger system שליח שניוני Second moment of area מומנט ההתמד של השטח Second quantization קוונטיזציה שנייה Second strike מכה שנייה Second tithe מעשר שני Second-generation jet fighter מטוס קרב של הדור השני Second-level domain סיומת אינטרנט משנית Second-order logic לוגיקה מסדר שני Second-wave feminism הגל השני של הפמיניזם Secondary flow זרימה שניונית Secondary hypertension יתר לחץ דם שניוני Secondary school בית ספר תיכון Secondary source מקור משני Seconds From Disaster שניות מאסון Secrecy סודיות Secret Secret Secret Agent Clank Secret Agent Clank Secret Avengers האוונג'רס הסודיים Secret Diary of a Call Girl וידוייה הסודיים של זונת צמרת Secret Garden סיקרט גארדן Secret Intelligence Service SIS Secret Intelligence Service personnel קטגוריה:אנשי MI6 Secret Invasion פלישה סודית Secret Millionaires Club המיליונרים הצעירים Secret Santa הגמד והענק Secret Window חלון סודי Secret ballot הצבעה חשאית Secret police משטרה חשאית Secret service שירות חשאי Secret sharing חלוקת סוד Secret societies קטגוריה:אגודות סתרים Secret society אגודת סתרים Secretariat of Intelligence SIDE Secretariat of Public Security מזכירות ביטחון הציבור המקסיקנית Secretaries of State for Defence קטגוריה:שרי ההגנה של בריטניה Secretaries of State for War קטגוריה:שרי המלחמה של בריטניה Secretaries of State for the Colonies קטגוריה:שרי המושבות של בריטניה Secretary המזכירה Secretary מזכיר Secretary of State מזכיר המדינה Secretary of State for Foreign and Commonwealth Affairs מזכיר המדינה לענייני חוץ וחבר העמים Secretary of State for Scotland מזכיר המדינה לענייני סקוטלנד Secretary of state מזכיר המדינה Secretary problem בעיית המזכירה Secretary to the Admiralty מזכיר האדמירליות Secretary-General of the United Nations מזכ"ל האו"ם Secretarybird לבלר Secretin סקרטין Secrets Secrets Secrets & Lies סודות ושקרים Secrets and Lies סודות ושקרים Sect כת Section עזרה:תוכן עניינים Section 28 סעיף 28 לחוק הממשל המקומי 1988 Section 31 מדור 31 Section 8 סעיף 8 Section sign סימן הסעיף Sector model דגם מגזרי Secular Games משחקי המאה Secular humanism הומניזם חילוני Secularism חילוניות Secularism קטגוריה:חילוניות Secularization חילון Secundum quid דיקטו סימפליקיטר Secundus of Abula סקונדוס מאבולה Secundus of Asti סקונדוס מאסטי Secure Digital Secure Digital Secure Hash Algorithm Secure Hash Algorithm Secure Shell Secure Shell Securitate סקוריטטה Securities קטגוריה:ניירות ערך Securitization איגוח Security אבטחה Security ביטחון Security נייר ערך Security קטגוריה:אבטחה Security Cabinet of Israel הקבינט המדיני-ביטחוני Security Council of Russia המועצה לביטחון לאומי של רוסיה Security Information Agency סוכנות הביון והביטחון של סרביה Security Service of Ukraine שירות הביטחון האוקראיני Security alarm אזעקה Security and Maintenance מרכז הפעולות Security clearance תחקיר ביטחוני Security companies קטגוריה:חברות אבטחה Security guard שומר Security theater תיאטרון אבטחה Security through obscurity אבטחה באמצעות עמימות Sed Sed Sedative תרופת הרגעה Sedatives קטגוריה:סמים מדכאים Seddon סדון Seder סדר Seder HaDoroth סדר הדורות Seder Olam Rabbah סדר עולם Seder Olam Zutta סדר עולם זוטא Sedgwick סדג'וויק Sedia gestatoria סדיה ג'סטטוריה Sedickinson/sandbox אלדול Sediment משקע Sedimentary rock סלע משקע Sedimentary rocks קטגוריה:סלעי משקע Sedimentology סדימנטולוגיה Sedimentology קטגוריה:סדימנטולוגיה Sedition המרדה Sedki Sobhi סידקי סובחי Sedna סדנה Seduction פיתוי See You on the Other Side See You on the Other Side See also תבנית:ראו גם See-Saw See-Saw Seeb סיב Seed זרע Seed Productions Seed Productions Seed bank בנק זרעים Seed dispersal הפצת זרעים Seed money הון ראשוני Seedling נבט Seeds of Peace זרעים של שלום Seeds of Yesterday פרחים נבלו קמלו Seedsnipe חופמי זרעים Seeing pink elephants פיל ורוד Seesaw נדנדה מאוזנת Seeta Aur Geeta סיטה וגיטה Seether סית'ר Seether albums קטגוריה:סית'ר Seevetal סיווטאל Sefarad ספרד Sefer ספר Sefer Ali-Bey Shervashidze ספר עלי-ביי Sefer Chasidim ספר חסידים Sefer HaAggadah ספר האגדה Sefer Hamitzvot ספר המצוות לרמב"ם Sefer Hasidim ספר חסידים Sefer Nizzahon Yashan ספר ניצחון ישן Sefer Torah ספר תורה Sefer Yetzirah ספר יצירה Sefer ha-Chinuch ספר החינוך Sefer haYashar ספר הישר Seffy Efrati ספי אפרתי Sefi Rivlin ספי ריבלין Sefirat HaOmer תבנית:ספירת העומר/אפשרויות Sefirat HaOmer Box תבנית:ספירת העומר-ספרד Sefire steles אסטלות ספירה Sefronia Sefronia Sefrou צפרו Sefton Delmer ספטון דלמר Sefâretnâme ספארת נאמה Sega סגה Sega Genesis סגה מגה דרייב Sega Saturn Sega Saturn Sega Saturn games קטגוריה:משחקי Sega Saturn Segal סגל Segan סגן הכהנים Segev שגב Segisaurus סגיזאורוס Segmentation סגמנטציה Segnosaurus סגנוזאור Segolate משקלים סגוליים Segomo סגומו Segontium סגונטיום Segovia סגוביה Segovia קטגוריה:סגוביה Segovia Cathedral קתדרלת סגוביה Segre embedding שיכון סגרה Segregation סגרגציה Segregationist גזען Segula סגולה Segunda División הליגה הספרדית השנייה בכדורגל Segunda División B הליגה הספרדית השלישית בכדורגל Segunda División de España תבנית:הליגה הספרדית השנייה בכדורגל Segura סגורה Segway PT רכינוע Seharane סהרנה Sei whale לווייתן צפוני Seidel זיידל Seidman זיידמן Seidu Yahaya סיידו יאיא Seif el-Din el-Zoubi סיף א-דין א-זועבי Seifert–van Kampen theorem משפט ואן קמפן Seigniorage סניוראז' Seiji Ozawa סייג'י אוזאווה Seikan Tunnel מנהרת סייקן Seikanron סייקנרון Seiko סייקו Seimas סיימאס Seine סן Seine-Maritime סן-מריטים Seine-Saint-Denis סן-סן-דני Seine-Saint-Denis קטגוריה:סן-סן-דני Seine-Saint-Denis Saint-Denis סן-דני Seinen manga סאינן Seinfeld סיינפלד Seinfeld קטגוריה:סיינפלד Seinfeld תבנית:סיינפלד Seinfeld characters קטגוריה:דמויות סיינפלד Seinäjoki סייניוקי Seir שעיר Seismic faults קטגוריה:העתקים Seismic moment מומנט סייסמי Seismic scale סולם סייסמי Seismic scales קטגוריה:סולמות סייסמיים Seismic scales תבנית:סולמות סייסמיים Seismic wave גלים סייסמיים Seismologists קטגוריה:סייסמולוגים Seismology סייסמולוגיה Seismology קטגוריה:סייסמולוגיה Seismometer סייסמוגרף Seiwa Genji סיווה גנג'י Seiyun סאיון Seize the Day תפוס את היום Seizure types סוגי פרכוסים Seiðr סאיד Sejad Halilović סיאד חלילוביץ' Sejanus סיאנוס Sejjil סג'יל Sejm סיים Sejny סייני Sekhmet סח'מת Sekl Loeb Wormser יצחק אריה וורמסר Sekondi-Takoradi סקונדי-טקורדי Sekou Oliseh סאקו אוליסך Sektzia Nes Tziona F.C. סקציה נס ציונה Sektzia Nes Tziona F.C. players קטגוריה:כדורגלני סקציה נס ציונה Sekula Drljević סקולה דרלייביץ' Sela סילה Sela סלע Sela Ward סילה וורד Selaginella סלגינל Selah סלה Selahattin Demirtaş סלהאטין דמירטאש Selahattin Ülkümen סלאחטין אולקומן Selangor סלנגור Selardi סלארדי Selb זלב Selbach mac Ferchair סלבאך Sele סלה Select Vestries Bill חוק ועדות הכנסייה הנבחרות Selected anniversaries ויקיפדיה:היום בהיסטוריה Selected anniversaries/April ויקיפדיה:היום בהיסטוריה/אפריל Selected anniversaries/April 1 תבנית:היום בהיסטוריה 1 באפריל Selected anniversaries/April 10 תבנית:היום בהיסטוריה 10 באפריל Selected anniversaries/April 11 תבנית:היום בהיסטוריה 11 באפריל Selected anniversaries/April 12 תבנית:היום בהיסטוריה 12 באפריל Selected anniversaries/April 13 תבנית:היום בהיסטוריה 13 באפריל Selected anniversaries/April 14 תבנית:היום בהיסטוריה 14 באפריל Selected anniversaries/April 15 תבנית:היום בהיסטוריה 15 באפריל Selected anniversaries/April 16 תבנית:היום בהיסטוריה 16 באפריל Selected anniversaries/April 17 תבנית:היום בהיסטוריה 17 באפריל Selected anniversaries/April 18 תבנית:היום בהיסטוריה 18 באפריל Selected anniversaries/April 19 תבנית:היום בהיסטוריה 19 באפריל Selected anniversaries/April 2 תבנית:היום בהיסטוריה 2 באפריל Selected anniversaries/April 20 תבנית:היום בהיסטוריה 20 באפריל Selected anniversaries/April 21 תבנית:היום בהיסטוריה 21 באפריל Selected anniversaries/April 22 תבנית:היום בהיסטוריה 22 באפריל Selected anniversaries/April 23 תבנית:היום בהיסטוריה 23 באפריל Selected anniversaries/April 24 תבנית:היום בהיסטוריה 24 באפריל Selected anniversaries/April 25 תבנית:היום בהיסטוריה 25 באפריל Selected anniversaries/April 26 תבנית:היום בהיסטוריה 26 באפריל Selected anniversaries/April 27 תבנית:היום בהיסטוריה 27 באפריל Selected anniversaries/April 28 תבנית:היום בהיסטוריה 28 באפריל Selected anniversaries/April 29 תבנית:היום בהיסטוריה 29 באפריל Selected anniversaries/April 3 תבנית:היום בהיסטוריה 3 באפריל Selected anniversaries/April 30 תבנית:היום בהיסטוריה 30 באפריל Selected anniversaries/April 4 תבנית:היום בהיסטוריה 4 באפריל Selected anniversaries/April 5 תבנית:היום בהיסטוריה 5 באפריל Selected anniversaries/April 6 תבנית:היום בהיסטוריה 6 באפריל Selected anniversaries/April 7 תבנית:היום בהיסטוריה 7 באפריל Selected anniversaries/April 8 תבנית:היום בהיסטוריה 8 באפריל Selected anniversaries/April 9 תבנית:היום בהיסטוריה 9 באפריל Selected anniversaries/August ויקיפדיה:היום בהיסטוריה/אוגוסט Selected anniversaries/August 1 תבנית:היום בהיסטוריה 1 באוגוסט Selected anniversaries/August 10 תבנית:היום בהיסטוריה 10 באוגוסט Selected anniversaries/August 11 תבנית:היום בהיסטוריה 11 באוגוסט Selected anniversaries/August 12 תבנית:היום בהיסטוריה 12 באוגוסט Selected anniversaries/August 13 תבנית:היום בהיסטוריה 13 באוגוסט Selected anniversaries/August 14 תבנית:היום בהיסטוריה 14 באוגוסט Selected anniversaries/August 15 תבנית:היום בהיסטוריה 15 באוגוסט Selected anniversaries/August 16 תבנית:היום בהיסטוריה 16 באוגוסט Selected anniversaries/August 17 תבנית:היום בהיסטוריה 17 באוגוסט Selected anniversaries/August 18 תבנית:היום בהיסטוריה 18 באוגוסט Selected anniversaries/August 19 תבנית:היום בהיסטוריה 19 באוגוסט Selected anniversaries/August 2 תבנית:היום בהיסטוריה 2 באוגוסט Selected anniversaries/August 20 תבנית:היום בהיסטוריה 20 באוגוסט Selected anniversaries/August 21 תבנית:היום בהיסטוריה 21 באוגוסט Selected anniversaries/August 22 תבנית:היום בהיסטוריה 22 באוגוסט Selected anniversaries/August 23 תבנית:היום בהיסטוריה 23 באוגוסט Selected anniversaries/August 24 תבנית:היום בהיסטוריה 24 באוגוסט Selected anniversaries/August 25 תבנית:היום בהיסטוריה 25 באוגוסט Selected anniversaries/August 26 תבנית:היום בהיסטוריה 26 באוגוסט Selected anniversaries/August 27 תבנית:היום בהיסטוריה 27 באוגוסט Selected anniversaries/August 28 תבנית:היום בהיסטוריה 28 באוגוסט Selected anniversaries/August 29 תבנית:היום בהיסטוריה 29 באוגוסט Selected anniversaries/August 3 תבנית:היום בהיסטוריה 3 באוגוסט Selected anniversaries/August 30 תבנית:היום בהיסטוריה 30 באוגוסט Selected anniversaries/August 31 תבנית:היום בהיסטוריה 31 באוגוסט Selected anniversaries/August 4 תבנית:היום בהיסטוריה 4 באוגוסט Selected anniversaries/August 5 תבנית:היום בהיסטוריה 5 באוגוסט Selected anniversaries/August 6 תבנית:היום בהיסטוריה 6 באוגוסט Selected anniversaries/August 7 תבנית:היום בהיסטוריה 7 באוגוסט Selected anniversaries/August 8 תבנית:היום בהיסטוריה 8 באוגוסט Selected anniversaries/August 9 תבנית:היום בהיסטוריה 9 באוגוסט Selected anniversaries/December ויקיפדיה:היום בהיסטוריה/דצמבר Selected anniversaries/December 1 תבנית:היום בהיסטוריה 1 בדצמבר Selected anniversaries/December 10 תבנית:היום בהיסטוריה 10 בדצמבר Selected anniversaries/December 11 תבנית:היום בהיסטוריה 11 בדצמבר Selected anniversaries/December 12 תבנית:היום בהיסטוריה 12 בדצמבר Selected anniversaries/December 13 תבנית:היום בהיסטוריה 13 בדצמבר Selected anniversaries/December 14 תבנית:היום בהיסטוריה 14 בדצמבר Selected anniversaries/December 15 תבנית:היום בהיסטוריה 15 בדצמבר Selected anniversaries/December 16 תבנית:היום בהיסטוריה 16 בדצמבר Selected anniversaries/December 17 תבנית:היום בהיסטוריה 17 בדצמבר Selected anniversaries/December 18 תבנית:היום בהיסטוריה 18 בדצמבר Selected anniversaries/December 19 תבנית:היום בהיסטוריה 19 בדצמבר Selected anniversaries/December 2 תבנית:היום בהיסטוריה 2 בדצמבר Selected anniversaries/December 20 תבנית:היום בהיסטוריה 20 בדצמבר Selected anniversaries/December 21 תבנית:היום בהיסטוריה 21 בדצמבר Selected anniversaries/December 22 תבנית:היום בהיסטוריה 22 בדצמבר Selected anniversaries/December 23 תבנית:היום בהיסטוריה 23 בדצמבר Selected anniversaries/December 24 תבנית:היום בהיסטוריה 24 בדצמבר Selected anniversaries/December 25 תבנית:היום בהיסטוריה 25 בדצמבר Selected anniversaries/December 26 תבנית:היום בהיסטוריה 26 בדצמבר Selected anniversaries/December 27 תבנית:היום בהיסטוריה 27 בדצמבר Selected anniversaries/December 28 תבנית:היום בהיסטוריה 28 בדצמבר Selected anniversaries/December 29 תבנית:היום בהיסטוריה 29 בדצמבר Selected anniversaries/December 3 תבנית:היום בהיסטוריה 3 בדצמבר Selected anniversaries/December 30 תבנית:היום בהיסטוריה 30 בדצמבר Selected anniversaries/December 31 תבנית:היום בהיסטוריה 31 בדצמבר Selected anniversaries/December 4 תבנית:היום בהיסטוריה 4 בדצמבר Selected anniversaries/December 5 תבנית:היום בהיסטוריה 5 בדצמבר Selected anniversaries/December 6 תבנית:היום בהיסטוריה 6 בדצמבר Selected anniversaries/December 7 תבנית:היום בהיסטוריה 7 בדצמבר Selected anniversaries/December 8 תבנית:היום בהיסטוריה 8 בדצמבר Selected anniversaries/December 9 תבנית:היום בהיסטוריה 9 בדצמבר Selected anniversaries/February ויקיפדיה:היום בהיסטוריה/פברואר Selected anniversaries/February 1 תבנית:היום בהיסטוריה 1 בפברואר Selected anniversaries/February 10 תבנית:היום בהיסטוריה 10 בפברואר Selected anniversaries/February 11 תבנית:היום בהיסטוריה 11 בפברואר Selected anniversaries/February 12 תבנית:היום בהיסטוריה 12 בפברואר Selected anniversaries/February 13 תבנית:היום בהיסטוריה 13 בפברואר Selected anniversaries/February 14 תבנית:היום בהיסטוריה 14 בפברואר Selected anniversaries/February 15 תבנית:היום בהיסטוריה 15 בפברואר Selected anniversaries/February 16 תבנית:היום בהיסטוריה 16 בפברואר Selected anniversaries/February 17 תבנית:היום בהיסטוריה 17 בפברואר Selected anniversaries/February 18 תבנית:היום בהיסטוריה 18 בפברואר Selected anniversaries/February 19 תבנית:היום בהיסטוריה 19 בפברואר Selected anniversaries/February 2 תבנית:היום בהיסטוריה 2 בפברואר Selected anniversaries/February 20 תבנית:היום בהיסטוריה 20 בפברואר Selected anniversaries/February 21 תבנית:היום בהיסטוריה 21 בפברואר Selected anniversaries/February 22 תבנית:היום בהיסטוריה 22 בפברואר Selected anniversaries/February 23 תבנית:היום בהיסטוריה 23 בפברואר Selected anniversaries/February 24 תבנית:היום בהיסטוריה 24 בפברואר Selected anniversaries/February 25 תבנית:היום בהיסטוריה 25 בפברואר Selected anniversaries/February 26 תבנית:היום בהיסטוריה 26 בפברואר Selected anniversaries/February 27 תבנית:היום בהיסטוריה 27 בפברואר Selected anniversaries/February 28 תבנית:היום בהיסטוריה 28 בפברואר Selected anniversaries/February 29 תבנית:היום בהיסטוריה 29 בפברואר Selected anniversaries/February 3 תבנית:היום בהיסטוריה 3 בפברואר Selected anniversaries/February 4 תבנית:היום בהיסטוריה 4 בפברואר Selected anniversaries/February 5 תבנית:היום בהיסטוריה 5 בפברואר Selected anniversaries/February 6 תבנית:היום בהיסטוריה 6 בפברואר Selected anniversaries/February 7 תבנית:היום בהיסטוריה 7 בפברואר Selected anniversaries/February 8 תבנית:היום בהיסטוריה 8 בפברואר Selected anniversaries/February 9 תבנית:היום בהיסטוריה 9 בפברואר Selected anniversaries/January ויקיפדיה:היום בהיסטוריה/ינואר Selected anniversaries/January 1 תבנית:היום בהיסטוריה 1 בינואר Selected anniversaries/January 10 תבנית:היום בהיסטוריה 10 בינואר Selected anniversaries/January 11 תבנית:היום בהיסטוריה 11 בינואר Selected anniversaries/January 12 תבנית:היום בהיסטוריה 12 בינואר Selected anniversaries/January 13 תבנית:היום בהיסטוריה 13 בינואר Selected anniversaries/January 14 תבנית:היום בהיסטוריה 14 בינואר Selected anniversaries/January 15 תבנית:היום בהיסטוריה 15 בינואר Selected anniversaries/January 16 תבנית:היום בהיסטוריה 16 בינואר Selected anniversaries/January 17 תבנית:היום בהיסטוריה 17 בינואר Selected anniversaries/January 18 תבנית:היום בהיסטוריה 18 בינואר Selected anniversaries/January 19 תבנית:היום בהיסטוריה 19 בינואר Selected anniversaries/January 2 תבנית:היום בהיסטוריה 2 בינואר Selected anniversaries/January 20 תבנית:היום בהיסטוריה 20 בינואר Selected anniversaries/January 21 תבנית:היום בהיסטוריה 21 בינואר Selected anniversaries/January 22 תבנית:היום בהיסטוריה 22 בינואר Selected anniversaries/January 23 תבנית:היום בהיסטוריה 23 בינואר Selected anniversaries/January 24 תבנית:היום בהיסטוריה 24 בינואר Selected anniversaries/January 25 תבנית:היום בהיסטוריה 25 בינואר Selected anniversaries/January 26 תבנית:היום בהיסטוריה 26 בינואר Selected anniversaries/January 27 תבנית:היום בהיסטוריה 27 בינואר Selected anniversaries/January 28 תבנית:היום בהיסטוריה 28 בינואר Selected anniversaries/January 29 תבנית:היום בהיסטוריה 29 בינואר Selected anniversaries/January 3 תבנית:היום בהיסטוריה 3 בינואר Selected anniversaries/January 30 תבנית:היום בהיסטוריה 30 בינואר Selected anniversaries/January 31 תבנית:היום בהיסטוריה 31 בינואר Selected anniversaries/January 4 תבנית:היום בהיסטוריה 4 בינואר Selected anniversaries/January 5 תבנית:היום בהיסטוריה 5 בינואר Selected anniversaries/January 6 תבנית:היום בהיסטוריה 6 בינואר Selected anniversaries/January 7 תבנית:היום בהיסטוריה 7 בינואר Selected anniversaries/January 8 תבנית:היום בהיסטוריה 8 בינואר Selected anniversaries/January 9 תבנית:היום בהיסטוריה 9 בינואר Selected anniversaries/July ויקיפדיה:היום בהיסטוריה/יולי Selected anniversaries/July 1 תבנית:היום בהיסטוריה 1 ביולי Selected anniversaries/July 10 תבנית:היום בהיסטוריה 10 ביולי Selected anniversaries/July 11 תבנית:היום בהיסטוריה 11 ביולי Selected anniversaries/July 12 תבנית:היום בהיסטוריה 12 ביולי Selected anniversaries/July 13 תבנית:היום בהיסטוריה 13 ביולי Selected anniversaries/July 15 תבנית:היום בהיסטוריה 15 ביולי Selected anniversaries/July 16 תבנית:היום בהיסטוריה 16 ביולי Selected anniversaries/July 17 תבנית:היום בהיסטוריה 17 ביולי Selected anniversaries/July 18 תבנית:היום בהיסטוריה 18 ביולי Selected anniversaries/July 19 תבנית:היום בהיסטוריה 19 ביולי Selected anniversaries/July 2 תבנית:היום בהיסטוריה 2 ביולי Selected anniversaries/July 20 תבנית:היום בהיסטוריה 20 ביולי Selected anniversaries/July 21 תבנית:היום בהיסטוריה 21 ביולי Selected anniversaries/July 22 תבנית:היום בהיסטוריה 22 ביולי Selected anniversaries/July 23 תבנית:היום בהיסטוריה 23 ביולי Selected anniversaries/July 24 תבנית:היום בהיסטוריה 24 ביולי Selected anniversaries/July 25 תבנית:היום בהיסטוריה 25 ביולי Selected anniversaries/July 26 תבנית:היום בהיסטוריה 26 ביולי Selected anniversaries/July 27 תבנית:היום בהיסטוריה 27 ביולי Selected anniversaries/July 28 תבנית:היום בהיסטוריה 28 ביולי Selected anniversaries/July 29 תבנית:היום בהיסטוריה 29 ביולי Selected anniversaries/July 3 תבנית:היום בהיסטוריה 3 ביולי Selected anniversaries/July 30 תבנית:היום בהיסטוריה 30 ביולי Selected anniversaries/July 31 תבנית:היום בהיסטוריה 31 ביולי Selected anniversaries/July 4 תבנית:היום בהיסטוריה 4 ביולי Selected anniversaries/July 5 תבנית:היום בהיסטוריה 5 ביולי Selected anniversaries/July 6 תבנית:היום בהיסטוריה 6 ביולי Selected anniversaries/July 7 תבנית:היום בהיסטוריה 7 ביולי Selected anniversaries/July 8 תבנית:היום בהיסטוריה 8 ביולי Selected anniversaries/July 9 תבנית:היום בהיסטוריה 9 ביולי Selected anniversaries/June ויקיפדיה:היום בהיסטוריה/יוני Selected anniversaries/June 1 תבנית:היום בהיסטוריה 1 ביוני Selected anniversaries/June 10 תבנית:היום בהיסטוריה 10 ביוני Selected anniversaries/June 11 תבנית:היום בהיסטוריה 11 ביוני Selected anniversaries/June 12 תבנית:היום בהיסטוריה 12 ביוני Selected anniversaries/June 13 תבנית:היום בהיסטוריה 13 ביוני Selected anniversaries/June 14 תבנית:היום בהיסטוריה 14 ביוני Selected anniversaries/June 15 תבנית:היום בהיסטוריה 15 ביוני Selected anniversaries/June 16 תבנית:היום בהיסטוריה 16 ביוני Selected anniversaries/June 17 תבנית:היום בהיסטוריה 17 ביוני Selected anniversaries/June 18 תבנית:היום בהיסטוריה 18 ביוני Selected anniversaries/June 19 תבנית:היום בהיסטוריה 19 ביוני Selected anniversaries/June 2 תבנית:היום בהיסטוריה 2 ביוני Selected anniversaries/June 20 תבנית:היום בהיסטוריה 20 ביוני Selected anniversaries/June 21 תבנית:היום בהיסטוריה 21 ביוני Selected anniversaries/June 22 תבנית:היום בהיסטוריה 22 ביוני Selected anniversaries/June 23 תבנית:היום בהיסטוריה 23 ביוני Selected anniversaries/June 24 תבנית:היום בהיסטוריה 24 ביוני Selected anniversaries/June 25 תבנית:היום בהיסטוריה 25 ביוני Selected anniversaries/June 26 תבנית:היום בהיסטוריה 26 ביוני Selected anniversaries/June 27 תבנית:היום בהיסטוריה 27 ביוני Selected anniversaries/June 28 תבנית:היום בהיסטוריה 28 ביוני Selected anniversaries/June 29 תבנית:היום בהיסטוריה 29 ביוני Selected anniversaries/June 3 תבנית:היום בהיסטוריה 3 ביוני Selected anniversaries/June 30 תבנית:היום בהיסטוריה 30 ביוני Selected anniversaries/June 4 תבנית:היום בהיסטוריה 4 ביוני Selected anniversaries/June 5 תבנית:היום בהיסטוריה 5 ביוני Selected anniversaries/June 6 תבנית:היום בהיסטוריה 6 ביוני Selected anniversaries/June 7 תבנית:היום בהיסטוריה 7 ביוני Selected anniversaries/June 8 תבנית:היום בהיסטוריה 8 ביוני Selected anniversaries/June 9 תבנית:היום בהיסטוריה 9 ביוני Selected anniversaries/March ויקיפדיה:היום בהיסטוריה/מרץ Selected anniversaries/March 1 תבנית:היום בהיסטוריה 1 במרץ Selected anniversaries/March 10 תבנית:היום בהיסטוריה 10 במרץ Selected anniversaries/March 11 תבנית:היום בהיסטוריה 11 במרץ Selected anniversaries/March 12 תבנית:היום בהיסטוריה 12 במרץ Selected anniversaries/March 13 תבנית:היום בהיסטוריה 13 במרץ Selected anniversaries/March 14 תבנית:היום בהיסטוריה 14 במרץ Selected anniversaries/March 15 תבנית:היום בהיסטוריה 15 במרץ Selected anniversaries/March 16 תבנית:היום בהיסטוריה 16 במרץ Selected anniversaries/March 17 תבנית:היום בהיסטוריה 17 במרץ Selected anniversaries/March 18 תבנית:היום בהיסטוריה 18 במרץ Selected anniversaries/March 19 תבנית:היום בהיסטוריה 19 במרץ Selected anniversaries/March 2 תבנית:היום בהיסטוריה 2 במרץ Selected anniversaries/March 20 תבנית:היום בהיסטוריה 20 במרץ Selected anniversaries/March 21 תבנית:היום בהיסטוריה 21 במרץ Selected anniversaries/March 22 תבנית:היום בהיסטוריה 22 במרץ Selected anniversaries/March 23 תבנית:היום בהיסטוריה 23 במרץ Selected anniversaries/March 24 תבנית:היום בהיסטוריה 24 במרץ Selected anniversaries/March 25 תבנית:היום בהיסטוריה 25 במרץ Selected anniversaries/March 26 תבנית:היום בהיסטוריה 26 במרץ Selected anniversaries/March 27 תבנית:היום בהיסטוריה 27 במרץ Selected anniversaries/March 28 תבנית:היום בהיסטוריה 28 במרץ Selected anniversaries/March 29 תבנית:היום בהיסטוריה 29 במרץ Selected anniversaries/March 3 תבנית:היום בהיסטוריה 3 במרץ Selected anniversaries/March 30 תבנית:היום בהיסטוריה 30 במרץ Selected anniversaries/March 31 תבנית:היום בהיסטוריה 31 במרץ Selected anniversaries/March 4 תבנית:היום בהיסטוריה 4 במרץ Selected anniversaries/March 5 תבנית:היום בהיסטוריה 5 במרץ Selected anniversaries/March 6 תבנית:היום בהיסטוריה 6 במרץ Selected anniversaries/March 7 תבנית:היום בהיסטוריה 7 במרץ Selected anniversaries/March 8 תבנית:היום בהיסטוריה 8 במרץ Selected anniversaries/March 9 תבנית:היום בהיסטוריה 9 במרץ Selected anniversaries/May ויקיפדיה:היום בהיסטוריה/מאי Selected anniversaries/May 1 תבנית:היום בהיסטוריה 1 במאי Selected anniversaries/May 10 תבנית:היום בהיסטוריה 10 במאי Selected anniversaries/May 11 תבנית:היום בהיסטוריה 11 במאי Selected anniversaries/May 12 תבנית:היום בהיסטוריה 12 במאי Selected anniversaries/May 13 תבנית:היום בהיסטוריה 13 במאי Selected anniversaries/May 14 תבנית:היום בהיסטוריה 14 במאי Selected anniversaries/May 15 תבנית:היום בהיסטוריה 15 במאי Selected anniversaries/May 16 תבנית:היום בהיסטוריה 16 במאי Selected anniversaries/May 17 תבנית:היום בהיסטוריה 17 במאי Selected anniversaries/May 18 תבנית:היום בהיסטוריה 18 במאי Selected anniversaries/May 19 תבנית:היום בהיסטוריה 19 במאי Selected anniversaries/May 2 תבנית:היום בהיסטוריה 2 במאי Selected anniversaries/May 20 תבנית:היום בהיסטוריה 20 במאי Selected anniversaries/May 21 תבנית:היום בהיסטוריה 21 במאי Selected anniversaries/May 22 תבנית:היום בהיסטוריה 22 במאי Selected anniversaries/May 23 תבנית:היום בהיסטוריה 23 במאי Selected anniversaries/May 24 תבנית:היום בהיסטוריה 24 במאי Selected anniversaries/May 25 תבנית:היום בהיסטוריה 25 במאי Selected anniversaries/May 26 תבנית:היום בהיסטוריה 26 במאי Selected anniversaries/May 27 תבנית:היום בהיסטוריה 27 במאי Selected anniversaries/May 28 תבנית:היום בהיסטוריה 28 במאי Selected anniversaries/May 29 תבנית:היום בהיסטוריה 29 במאי Selected anniversaries/May 3 תבנית:היום בהיסטוריה 3 במאי Selected anniversaries/May 30 תבנית:היום בהיסטוריה 30 במאי Selected anniversaries/May 31 תבנית:היום בהיסטוריה 31 במאי Selected anniversaries/May 4 תבנית:היום בהיסטוריה 4 במאי Selected anniversaries/May 5 תבנית:היום בהיסטוריה 5 במאי Selected anniversaries/May 6 תבנית:היום בהיסטוריה 6 במאי Selected anniversaries/May 7 תבנית:היום בהיסטוריה 7 במאי Selected anniversaries/May 8 תבנית:היום בהיסטוריה 8 במאי Selected anniversaries/May 9 תבנית:היום בהיסטוריה 9 במאי Selected anniversaries/November ויקיפדיה:היום בהיסטוריה/נובמבר Selected anniversaries/November 1 תבנית:היום בהיסטוריה 1 בנובמבר Selected anniversaries/November 10 תבנית:היום בהיסטוריה 10 בנובמבר Selected anniversaries/November 11 תבנית:היום בהיסטוריה 11 בנובמבר Selected anniversaries/November 12 תבנית:היום בהיסטוריה 12 בנובמבר Selected anniversaries/November 13 תבנית:היום בהיסטוריה 13 בנובמבר Selected anniversaries/November 14 תבנית:היום בהיסטוריה 14 בנובמבר Selected anniversaries/November 15 תבנית:היום בהיסטוריה 15 בנובמבר Selected anniversaries/November 16 תבנית:היום בהיסטוריה 16 בנובמבר Selected anniversaries/November 17 תבנית:היום בהיסטוריה 17 בנובמבר Selected anniversaries/November 18 תבנית:היום בהיסטוריה 18 בנובמבר Selected anniversaries/November 19 תבנית:היום בהיסטוריה 19 בנובמבר Selected anniversaries/November 2 תבנית:היום בהיסטוריה 2 בנובמבר Selected anniversaries/November 20 תבנית:היום בהיסטוריה 20 בנובמבר Selected anniversaries/November 21 תבנית:היום בהיסטוריה 21 בנובמבר Selected anniversaries/November 22 תבנית:היום בהיסטוריה 22 בנובמבר Selected anniversaries/November 23 תבנית:היום בהיסטוריה 23 בנובמבר Selected anniversaries/November 24 תבנית:היום בהיסטוריה 24 בנובמבר Selected anniversaries/November 25 תבנית:היום בהיסטוריה 25 בנובמבר Selected anniversaries/November 26 תבנית:היום בהיסטוריה 26 בנובמבר Selected anniversaries/November 27 תבנית:היום בהיסטוריה 27 בנובמבר Selected anniversaries/November 28 תבנית:היום בהיסטוריה 28 בנובמבר Selected anniversaries/November 29 תבנית:היום בהיסטוריה 29 בנובמבר Selected anniversaries/November 3 תבנית:היום בהיסטוריה 3 בנובמבר Selected anniversaries/November 30 תבנית:היום בהיסטוריה 30 בנובמבר Selected anniversaries/November 4 תבנית:היום בהיסטוריה 4 בנובמבר Selected anniversaries/November 5 תבנית:היום בהיסטוריה 5 בנובמבר Selected anniversaries/November 6 תבנית:היום בהיסטוריה 6 בנובמבר Selected anniversaries/November 7 תבנית:היום בהיסטוריה 7 בנובמבר Selected anniversaries/November 8 תבנית:היום בהיסטוריה 8 בנובמבר Selected anniversaries/November 9 תבנית:היום בהיסטוריה 9 בנובמבר Selected anniversaries/October ויקיפדיה:היום בהיסטוריה/אוקטובר Selected anniversaries/October 1 תבנית:היום בהיסטוריה 1 באוקטובר Selected anniversaries/October 10 תבנית:היום בהיסטוריה 10 באוקטובר Selected anniversaries/October 11 תבנית:היום בהיסטוריה 11 באוקטובר Selected anniversaries/October 12 תבנית:היום בהיסטוריה 12 באוקטובר Selected anniversaries/October 13 תבנית:היום בהיסטוריה 13 באוקטובר Selected anniversaries/October 14 תבנית:היום בהיסטוריה 14 באוקטובר Selected anniversaries/October 15 תבנית:היום בהיסטוריה 15 באוקטובר Selected anniversaries/October 16 תבנית:היום בהיסטוריה 16 באוקטובר Selected anniversaries/October 17 תבנית:היום בהיסטוריה 17 באוקטובר Selected anniversaries/October 18 תבנית:היום בהיסטוריה 18 באוקטובר Selected anniversaries/October 19 תבנית:היום בהיסטוריה 19 באוקטובר Selected anniversaries/October 2 תבנית:היום בהיסטוריה 2 באוקטובר Selected anniversaries/October 20 תבנית:היום בהיסטוריה 20 באוקטובר Selected anniversaries/October 21 תבנית:היום בהיסטוריה 21 באוקטובר Selected anniversaries/October 22 תבנית:היום בהיסטוריה 22 באוקטובר Selected anniversaries/October 23 תבנית:היום בהיסטוריה 23 באוקטובר Selected anniversaries/October 24 תבנית:היום בהיסטוריה 24 באוקטובר Selected anniversaries/October 25 תבנית:היום בהיסטוריה 25 באוקטובר Selected anniversaries/October 26 תבנית:היום בהיסטוריה 26 באוקטובר Selected anniversaries/October 27 תבנית:היום בהיסטוריה 27 באוקטובר Selected anniversaries/October 28 תבנית:היום בהיסטוריה 28 באוקטובר Selected anniversaries/October 29 תבנית:היום בהיסטוריה 29 באוקטובר Selected anniversaries/October 3 תבנית:היום בהיסטוריה 3 באוקטובר Selected anniversaries/October 30 תבנית:היום בהיסטוריה 30 באוקטובר Selected anniversaries/October 31 תבנית:היום בהיסטוריה 31 באוקטובר Selected anniversaries/October 4 תבנית:היום בהיסטוריה 4 באוקטובר Selected anniversaries/October 5 תבנית:היום בהיסטוריה 5 באוקטובר Selected anniversaries/October 6 תבנית:היום בהיסטוריה 6 באוקטובר Selected anniversaries/October 7 תבנית:היום בהיסטוריה 7 באוקטובר Selected anniversaries/October 8 תבנית:היום בהיסטוריה 8 באוקטובר Selected anniversaries/October 9 תבנית:היום בהיסטוריה 9 באוקטובר Selected anniversaries/September ויקיפדיה:היום בהיסטוריה/ספטמבר Selected anniversaries/September 1 תבנית:היום בהיסטוריה 1 בספטמבר Selected anniversaries/September 10 תבנית:היום בהיסטוריה 10 בספטמבר Selected anniversaries/September 11 תבנית:היום בהיסטוריה 11 בספטמבר Selected anniversaries/September 12 תבנית:היום בהיסטוריה 12 בספטמבר Selected anniversaries/September 13 תבנית:היום בהיסטוריה 13 בספטמבר Selected anniversaries/September 14 תבנית:היום בהיסטוריה 14 בספטמבר Selected anniversaries/September 15 תבנית:היום בהיסטוריה 15 בספטמבר Selected anniversaries/September 16 תבנית:היום בהיסטוריה 16 בספטמבר Selected anniversaries/September 17 תבנית:היום בהיסטוריה 17 בספטמבר Selected anniversaries/September 18 תבנית:היום בהיסטוריה 18 בספטמבר Selected anniversaries/September 19 תבנית:היום בהיסטוריה 19 בספטמבר Selected anniversaries/September 2 תבנית:היום בהיסטוריה 2 בספטמבר Selected anniversaries/September 20 תבנית:היום בהיסטוריה 20 בספטמבר Selected anniversaries/September 21 תבנית:היום בהיסטוריה 21 בספטמבר Selected anniversaries/September 22 תבנית:היום בהיסטוריה 22 בספטמבר Selected anniversaries/September 23 תבנית:היום בהיסטוריה 23 בספטמבר Selected anniversaries/September 24 תבנית:היום בהיסטוריה 24 בספטמבר Selected anniversaries/September 25 תבנית:היום בהיסטוריה 25 בספטמבר Selected anniversaries/September 26 תבנית:היום בהיסטוריה 26 בספטמבר Selected anniversaries/September 27 תבנית:היום בהיסטוריה 27 בספטמבר Selected anniversaries/September 28 תבנית:היום בהיסטוריה 28 בספטמבר Selected anniversaries/September 29 תבנית:היום בהיסטוריה 29 בספטמבר Selected anniversaries/September 3 תבנית:היום בהיסטוריה 3 בספטמבר Selected anniversaries/September 30 תבנית:היום בהיסטוריה 30 בספטמבר Selected anniversaries/September 4 תבנית:היום בהיסטוריה 4 בספטמבר Selected anniversaries/September 5 תבנית:היום בהיסטוריה 5 בספטמבר Selected anniversaries/September 6 תבנית:היום בהיסטוריה 6 בספטמבר Selected anniversaries/September 7 תבנית:היום בהיסטוריה 7 בספטמבר Selected anniversaries/September 8 תבנית:היום בהיסטוריה 8 בספטמבר Selected anniversaries/September 9 תבנית:היום בהיסטוריה 9 בספטמבר Selection bias הטיית בחירה Selection rule כללי ברירה Selection sort מיון בחירה Selective Service System מערכת השירות הסלקטיבי Selective availability anti-spoofing module SAASM Selective breeding ברירה מלאכותית Selective internal radiation therapy טיפול קרינתי פנימי וממוקד Selective mutism אילמות סלקטיבית Selective serotonin reuptake inhibitor SSRI Selective serotonin reuptake inhibitors קטגוריה:SSRI Selegiline סלג'ילין Selena סלינה Selena Gomez סלינה גומז Selena Gomez & the Scene Selena Gomez & The Scene Selene סלנה Selenge Province סלנגה Selenite סלניט Selenium סלניום Selenoprotein סלנוחלבון Seleucia סלאוקיה על החידקל Seleucid Empire הממלכה הסלאוקית Seleucid Empire קטגוריה:הממלכה הסלאוקית Seleucid army הצבא הסלאוקי Seleucid era מניין השטרות Seleucid rulers קטגוריה:בית סלאוקוס Seleucus סלאוקוס Seleucus I Nicator סלאוקוס הראשון Seleucus III Ceraunus סלאוקוס השלישי Seleucus IV Philopator סלאוקוס הרביעי Self משתמש:Harelharel/עצמי Self קטגוריה:עצמי Self Employed Women's Association סיווה Self care טיפול עצמי Self psychology פסיכולוגיית העצמי Self-actualization מימוש עצמי Self-advocacy סינגור עצמי Self-assembly הרכבה עצמית Self-awareness מודעות עצמית Self-balancing scooter גלגשת דו-גלגלית בייצוב עצמי Self-censorship צנזורה פנימית Self-cleaning glass זכוכית בעלת יכולת ניקוי עצמית Self-concept תפיסה עצמית Self-consolidating concrete בטון מצטופף מעצמו Self-control שליטה עצמית Self-criticism חשבון נפש Self-declared messiahs קטגוריה:תנועות משיחיות Self-defeating prophecy נבואה המזימה את עצמה Self-defense הגנה עצמית Self-deprecation התבטלות Self-destruct השמדה עצמית Self-determination הגדרה עצמית Self-determination theory תאוריית ההגדרה העצמית Self-disclosure חשיפה עצמית Self-efficacy מסוגלות עצמית Self-esteem הערכה עצמית Self-fulfilling prophecy נבואה המגשימה את עצמה Self-handicapping חבלה עצמית Self-harm פגיעה עצמית Self-hating Jew אוטואנטישמיות Self-hatred שנאה עצמית Self-help books קטגוריה:ספרי עזרה עצמית Self-image דימוי עצמי Self-immolation הצתה עצמית Self-incompatibility in plants אי-סבילות עצמית בצמחים Self-incrimination חיסיון מפני הפללה עצמית Self-organizing map רשת קוהונן Self-perception theory תאוריית התפיסה העצמית Self-portrait דיוקן עצמי Self-portraits קטגוריה:דיוקנאות עצמיים Self-preservation שימור עצמי Self-propelled artillery קטגוריה:תותחים מתנייעים Self-propelled artillery תותח מתנייע Self-propelled artillery of the Soviet Union קטגוריה:תותחים מתנייעים סובייטיים Self-propelled artillery of the United States קטגוריה:תותחים מתנייעים אמריקאים Self-propelled gun תותח מתנייע Self-reference התייחסות עצמית Self-reference קטגוריה:התייחסות עצמית Self-referential paradoxes קטגוריה:פרדוקסים של התייחסות עצמית Self-regulated learning מכוונות עצמית בלמידה Self-replication שכפול עצמי Self-sacrifice in Jewish law ייהרג ואל יעבור Self-service שירות עצמי Self-service laundry מכבסה Self-serving bias הטיה לטובת העצמי Selfie סלפי Selfie stick מוט סלפי Selfish DNA DNA אנוכיי Selfishness אנוכיות Selfless Selfless Selfmate מט לדעת Selfoss סלפוס Selichot סליחות Selig Brodetsky זליג ברודצקי Selig Soskin זליג סוסקין Seligman Baer זליגמן בר Seligman Baer Bamberger יצחק דב במברגר Seligmann זליגמן Selim Benachour סלים בנאשור Selim Hoss סלים אל-חוס Selim I סלים הראשון Selim II סלים השני Selim III סלים השלישי Selim al-Hoss סלים אל-חוס Selimiye Mosque מסגד סלימייה Selinger זלינגר Selita Ebanks סליטה איבנקס Seljuk סלג'וק Seljuq dynasty השושלת הסלג'וקית Seljuq dynasty קטגוריה:סלג'וקים Selkirk Rex סלקירק רקס Sell Me the Answer תמכור לי את השאלה Sella Ronda סלה רונדה Sella group קבוצת סלה Sella turcica סלה טורסיקה Selling England by the Pound Selling England by the Pound Selma Blair סלמה בלייר Selma Ergeç סלמה ארגץ' Selma Kurz זלמה קורץ Selma Lagerlöf סלמה לגרלף Selma to Montgomery marches המצעדים מסלמה למונטגומרי Selman Waksman זלמן אברהם וקסמן Selmasongs Selmasongs Selous Game Reserve סלוס Selous' mongoose נמיית סלווס Seltjarnarnes סלטיירנרנס Seltz סלץ Seltzbach סלצבאך Selvino children ילדי סלבינו Selçuk İnan סלצ'וק אינאן Semaeostomeae קטגוריה:פתוחי פה Semantic Web רשת סמנטית Semantic field שדה סמנטי Semantic memory זיכרון סמנטי Semantic satiation רוויית משמעים Semantic security ביטחון סמנטי Semantics סמנטיקה Semantics קטגוריה:סמנטיקה Semaphore סמפור Semaphore line סמפור Sembrouthes מלך אקסום סאמבראוטאס Semei Kakungulu סמיי קאקונגולו Semeliškės סמילישוק Semen נוזל זרע Semen analysis בדיקת זרע Semen quality ספירת זרע Semeru סמרו Semey סמיי Semi-Closed Game משחק חצי סגור Semi-Open Game משחק חצי פתוח Semi-arid climate אקלים צחיח למחצה Semi-automatic חצי אוטומטי Semi-automatic rifle רובה חצי אוטומטי Semi-automatic rifles קטגוריה:רובים חצי-אוטומטים Semi-automatic transmission תיבת הילוכים חצי־אוטומטית Semi-continuity רציפות למחצה Semi-empirical mass formula נוסחת המסה של ויצאקר Semi-local ring חוג מקומי למחצה Semi-locally simply connected מרחב פשוט-קשר מקומית-למחצה Semi-trailer סמי-טריילר Semicircle חצי מעגל Semicolon נקודה ופסיק Semiconductor מוליך למחצה Semiconductors קטגוריה:מוליכים למחצה Semidirect product מכפלה חצי ישרה Semien Mountains הרי סמן Semien Province סמן Semigroup חבורה למחצה Semigroup theory קטגוריה:חבורות למחצה Semih Erden סמיח ארדן Semikhah סמיכה לרבנות Semimembranosus muscle השריר החצי קרומי Seminal vesicle שלפוחית הזרע Seminar סמינר Seminary סמינר לכמרים Seminoma סמינומה Semion Mogilevich סמיון מוגילביץ' Semioticians קטגוריה:סמיוטיקאים Semiotics סמיוטיקה Semiotics קטגוריה:סמיוטיקה Semipalatinsk Test Site אתר הניסויים סמיפלטינסק Semiperfect number מספר דמוי משוכלל Semipermeable membrane ממברנה חדירה למחצה Semiprime ring חוג ראשוני למחצה Semiprimitive ring חוג פרימיטיבי למחצה Semiramis סמירמיס Semiramis Hotel bombing פיצוץ מלון סמירמיס Semiregular polyhedron פאון משוכלל למחצה Semisimple Lie algebra אלגברת לי פשוטה למחצה Semisimple module מודול פשוט למחצה Semitendinosus muscle השריר החצי גידי Semitic Action הפעולה השמית Semitic Museum המוזיאון השמי Semitic languages קטגוריה:שפות שמיות Semitic languages שפות שמיות Semitic linguistics קטגוריה:בלשנות שמית Semitic people שמיים Semitic peoples קטגוריה:עמים שמיים Semitic root שורש Semitic studies לימודים שמיים Semmelweis University אוניברסיטת זמלווייס Semmering railway מסילת זמרינג Semnan סמנאן Semnan Province סמנאן Semnornis ברבטי טוקן Semolina סולת Semperoper זמפר-אופרה Sempronii קטגוריה:סמפרוניים Semtex סמטקס Semuc Champey סמוק שמפיי Semur-en-Auxois סמור-אן-אוסווה Semyon Alapin שמעון אלאפין Semyon Alesker סמיון אלסקר Semyon Aranovich Gershgorin סמיון ארונוביץ גרשגורן Semyon Belits-Geiman סמיון בליץ-גיימן Semyon Budyonny סמיון בודיוני Semyon Bychkov סמיון ביצ'קוב Semyon Dimanstein שמעון דימנשטיין Semyon Krivoshein סמיון קריבושיין Semyon Lavochkin סמיון לאבוצ'קין Semyon Nadson סמיון נדסון Semyon Timoshenko סמיון טימושנקו Semyonov סמיונוב Sen no Rikyū סן-נו-ריקיו Sena Jurinac סנה יורינאץ Sena Madureira סנה מדוריירה Senad Lulić סנאד לוליץ' Senaki סנקי Senan Abdelqader סנאן עבד אלקאדר Senate הסנאט הבלגי Senate הסנאט הצרפתי Senate סנאט Senate of Canada הסנאט הקנדי Senate of Poland הסנאט של פולין Senate of Romania הסנאט של רומניה Senate of the Parliament of the Czech Republic הסנאט הצ'כי Senate of the Republic הסנאט של הרפובליקה Senator for life סנאטור לכל החיים Senatus consultum סנאטוס קונסולטום Senchus fer n-Alban דברי ימי אנשי אלבה Send in the Clowns Send in the Clowns Senda Berenson Abbott סנדה ברנסון Sendai סנדאי Sendai Mediatheque בניין המדיאטק בסנדאי Sender Policy Framework Sender Policy Framework Sendhil Ramamurthy סנדהיל רממורת'י Sendi Bar סנדי בר Seneca the Younger סנקה Senecio סביון Senecio vernalis סביון אביבי Senegal סנגל Senegal קטגוריה:סנגל Senegal River סנגל Senegal Saint-Louis סן-לואי Senegal at the Olympics סנגל במשחקים האולימפיים Senegal at the Paralympics סנגל במשחקים הפאראלימפיים Senegal bushbaby גלגו סנגלי Senegal national basketball team נבחרת סנגל בכדורסל Senegal national football team נבחרת סנגל בכדורגל Senegal national under-20 football team נבחרת סנגל בכדורגל Senegal parrot תוכי סנגלי Senegal templates קטגוריה:תבניות ניווט - סנגל Senegal thick-knee כרוון סנגלי Senegalese culture קטגוריה:סנגל: תרבות Senegalese footballers קטגוריה:כדורגלנים סנגלים Senegalese literature ספרות סנגלית Senegalese literature קטגוריה:ספרות סנגלית Senegalese musicians קטגוריה:מוזיקאים סנגלים Senegalese people קטגוריה:סנגלים Senegalese politicians קטגוריה:פוליטיקאים סנגלים Senegalese sportspeople קטגוריה:ספורטאים סנגלים Senegalia סנגליה Senegambia Confederation סנגמביה Senegambian stone circles מעגלי האבן בסנגמביה Senescence הזדקנות ביולוגית Senesino סנסינו Seneslau סנסלאו Senet סנת Senetta Yoseftal סנטה יוספטל Senex amans סנקס אמאנס Senglea סנגלאה Senglea קטגוריה:סנגלאה Sengoku period תקופת סנגוקו Senigallia סניגליה Senilità זקנה Senior Sachs שניאור זק"ש Seniority ותק Senjūrō Hayashi היאשי סנג'ורו Senkaku Islands איי סנקאקו Senlis Cathedral קתדרלת סנלי Sennacherib סנחריב Sennacherib's Annals מנסרת סנחריב Sennen goroshi/sandbox פארק ג'י-סונג Senryū סנריו Sens Cathedral קתדרלת סנס Sensation תחושה Sense חוש Sense and Sensibility על תבונה ורגישות Sense and Sensibility תבונה ורגישות Sense8 סנס8 Senses קטגוריה:חושים Sensitivity רגישות Sensor חיישן Sensor fusion היתוך מידע SensorML SensorML Sensors קטגוריה:גלאים וחיישנים Sensory deprivation חסך חושי Sensory memory זיכרון חושי Sensory organs קטגוריה:איברי חישה Sensory processing אינטגרציה סנסורית Sensory processing disorder הפרעה לעיבוד התחושתי Sensory processing sensitivity אדם רגיש מאוד Sensory receptor קולטן חישה Sensory system מערכות חישה Sent off תבנית:כרטיס אדום Senta סנטה Sentence גזר דין Sentence משפט Sentence פסוק Sentience תחושתיות Sentient Planet משתמש:Sentient Planet Sentimental ballad בלדת רוק Sentinel סנטינל Sentinel-1 סנטינל 1 Sentinel-2 סנטינל 2 Sentinel-3 סנטינל 3 Sentry הסנטרי Sentō סנטו Senuna סנואה Senusret I סנוסרת הראשון Senusret III סנוסרת השלישי Senussi סנוסים Seocheon of Goguryeo סוצ'ון Seok Eun-mi סוק און-מי Seokguram מערת סוקגוראם Seol Ki-hyeon סאול קי יון Seongnam סאנגנם Seongnam FC players קטגוריה:כדורגלני סאנגנם Seoul סיאול Seoul קטגוריה:סיאול Seoul Olympic Park Tennis Center מרכז הטניס של הפארק האולימפי Seoul Olympic Stadium האצטדיון האולימפי Sepahan players קטגוריה:כדורגלני ספהאן Sepak takraw כדורשק Sepal עלי גביע Separability ספרביליות Separable algebra אלגברה ספרבילית Separable extension הרחבה ספרבילית Separable space מרחב ספרבילי Separate Tables שולחנות נפרדים Separate but equal נפרד אבל שווה Separated shoulder פציעת מפרק שיא הכתף והבריח Separation anxiety disorder חרדת נטישה Separation axiom אקסיומות ההפרדה Separation barriers קטגוריה:מחסומי הפרדה Separation of church and state הפרדת הדת מהמדינה Separation of powers הפרדת הרשויות Separation of variables הפרדת משתנים Separatory funnel משפך מפריד Separatrix ספרטריקס Sephadex ספדקס Sephardi Hebrew הגייה ספרדית Sephardi Jewish cuisine קטגוריה:המטבח היהודי ספרדי Sephardi Jews יהדות ספרד Sephardi rabbis קטגוריה:רבנים ספרדיים Sephardic Haredi rabbis in Israel קטגוריה:רבנים ספרדים ישראלים Sephardic Haredim חרדים ספרדים Sephardic yeshivas קטגוריה:ישיבות ספרדיות Sephardim and Oriental Communities ספרדים ועדות מזרח Sephirot ספירה Sepiolite ספיוליט Sepp Blatter ספ בלאטר Sepp Dietrich יוזף דיטריך Sepp Herberger זפ הרברגר Sepp Maier ספ מאייר Sepp Piontek ספ פיונטק Sepphoris ציפורי Seppuku ספוקו Sepsis אלח דם September ספטמבר September קטגוריה:ספטמבר September 1 1 בספטמבר September 10 10 בספטמבר September 11 11 בספטמבר September 11 attacks פיגועי 11 בספטמבר September 11 attacks קטגוריה:פיגועי 11 בספטמבר September 11 attacks תבנית:פיגועי 11 בספטמבר September 12 12 בספטמבר September 13 13 בספטמבר September 14 14 בספטמבר September 15 15 בספטמבר September 16 16 בספטמבר September 17 17 בספטמבר September 18 18 בספטמבר September 19 19 בספטמבר September 2 2 בספטמבר September 20 20 בספטמבר September 21 21 בספטמבר September 22 22 בספטמבר September 23 23 בספטמבר September 24 24 בספטמבר September 25 25 בספטמבר September 26 26 בספטמבר September 27 27 בספטמבר September 28 28 בספטמבר September 29 29 בספטמבר September 3 3 בספטמבר September 30 30 בספטמבר September 4 4 בספטמבר September 5 5 בספטמבר September 6 6 בספטמבר September 7 7 בספטמבר September 8 8 בספטמבר September 9 9 בספטמבר September observances קטגוריה:אירועים בחודש ספטמבר September of My Years September of My Years Septic arthritis דלקת מפרקים זיהומית Septicflesh Septicflesh Septimius Severus ספטימיוס סוורוס Septimus Heap ספטימוס היפ Septinsular Republic רפובליקת שבעת האיים Septuagint תרגום השבעים Sepultura ספולטורה Sequana סקוואנה Sequani סקוואנים Sequel סרט המשך Sequel films קטגוריה:סרטי המשך Sequence סדרה Sequence סקוונצה Sequence רצף Sequence alignment עימוד רצפים Sequence diagram תרשים הרצף Sequential equilibrium שיווי משקל המשכי Sequential game משחק דינמי Sequential hermaphroditism דיכוגמיה Sequential logic מעגל סדרתי Sequential space סגור סדרתי Sequoia National Forest היער הלאומי סקוויה Sequoia National Park הפארק הלאומי סקוויה Sequoia sempervirens סקוויה נאה Sequoiadendron giganteum סקוויה ענקית Sequoioideae סקווים Ser SER Sera Que Sera Sera Que Sera Serabit el-Khadim סרביט אל-ח'אדם Serae סריה Serafino Dubois סרפינו דובואה Serah שרח Seraiah שריה Seraiah ben Neriah שריה בן נריה Seraph שרף Serb Democratic Party המפלגה הדמוקרטית הסרבית Serbia סרביה Serbia קטגוריה:סרביה Serbia Ada אדה Serbia Bač באץ' Serbia Bor בור Serbia Davis Cup team נבחרת גביע דייוויס של סרביה Serbia Squad 2010 FIBA World Championship תבנית:נבחרת סרביה באליפות העולם בכדורסל 2010 Serbia Squad 2014 FIBA Basketball World Cup תבנית:נבחרת סרביה בגביע העולם בכדורסל 2014 Serbia and Montenegro סרביה ומונטנגרו Serbia and Montenegro קטגוריה:סרביה ומונטנגרו Serbia and Montenegro in the Eurovision Song Contest סרביה ומונטנגרו באירוויזיון Serbia and Montenegro national football team templates קטגוריה:סגלי נבחרת סרביה ומונטנגרו בכדורגל Serbia and Montenegro squad 2006 FIFA World Cup תבנית:נבחרת סרביה ומונטנגרו במונדיאל 2006 Serbia at the Olympics סרביה במשחקים האולימפיים Serbia in World War I קטגוריה:סרביה במלחמת העולם הראשונה Serbia in the Eurovision Song Contest סרביה באירוויזיון Serbia international footballers קטגוריה:כדורגלני נבחרת סרביה Serbia national basketball team נבחרת סרביה בכדורסל Serbia national basketball team templates קטגוריה:סגלי נבחרת סרביה בכדורסל Serbia national football team נבחרת סרביה בכדורגל Serbia national football team managers קטגוריה:מאמני נבחרת סרביה בכדורגל Serbia national football team navigational boxes קטגוריה:סגלי נבחרת סרביה בכדורגל Serbia national under-21 football team נבחרת סרביה בכדורגל עד גיל 21 Serbia squad 2010 FIFA World Cup תבנית:נבחרת סרביה במונדיאל 2010 Serbian Academy of Sciences and Arts האקדמיה הסרבית למדעים ולאמנויות Serbian Armed Forces צבא סרביה Serbian Campaign of World War I סרביה במלחמת העולם הראשונה Serbian Jews קטגוריה:יהודים סרבים Serbian Orthodox Church הכנסייה האורתודוקסית הסרבית Serbian Radical Party המפלגה הרדיקלית הסרבית Serbian SuperLiga ליגת העל הסרבית Serbian artists קטגוריה:אמנים סרבים Serbian basketball players קטגוריה:כדורסלנים סרבים Serbian chess players קטגוריה:שחמטאים סרבים Serbian cuisine קטגוריה:המטבח הסרבי Serbian culture קטגוריה:סרביה: תרבות Serbian diplomats קטגוריה:דיפלומטים סרבים Serbian directors קטגוריה:במאים סרבים Serbian female tennis players קטגוריה:טניסאיות סרביות Serbian film directors קטגוריה:במאי קולנוע סרבים Serbian football managers קטגוריה:מאמני כדורגל סרבים Serbian footballers קטגוריה:כדורגלנים סרבים Serbian generals קטגוריה:גנרלים סרבים Serbian language סרבית Serbian literature קטגוריה:ספרות סרבית Serbian military personnel קטגוריה:אנשי צבא סרבים Serbian monarchs קטגוריה:מלכי סרביה Serbian music קטגוריה:מוזיקה סרבית Serbian musicians קטגוריה:מוזיקאים סרבים Serbian nobility קטגוריה:אצולה סרבית Serbian people קטגוריה:סרבים Serbian people of World War I קטגוריה:סרבים במלחמת העולם הראשונה Serbian physicists קטגוריה:פיזיקאים סרבים Serbian politicians קטגוריה:פוליטיקאים סרבים Serbian singers קטגוריה:זמרים סרבים Serbian sportspeople קטגוריה:ספורטאים סרבים Serbian tennis players קטגוריה:טניסאים סרבים Serbian writers קטגוריה:סופרים סרבים Serbo-Bulgarian War מלחמת בולגריה-סרביה Serbo-Croatian סרבו-קרואטית Serbo-Croatian Wikipedia ויקיפדיה הסרבו-קרואטית Serbonian Bog ימת ברדוויל Serbs סרבים Serdar Tasci סרדר טסקי Serebro Serebro Serekunda סרקונדה Serena סרנה Serena Williams סרינה ויליאמס Serenade סרנדה Serendipity סרנדיפיות Serengeti סרנגטי Serengeti National Park הפארק הלאומי סרנגטי Serenity סרניטי Serenity Prayer תפילת השלווה Sereno Brett סירנו ברט Seretse Khama סרטסה קחאמה Sereď סרד Serfaus סרפהאוס Serfdom צמיתות Serge Ankri סרג' אנקרי Serge Aurier סרז' אורייה Serge Ayeli סרג' איילי Serge Gainsbourg סרז' גינסבורג Serge Gnabry סרג' גנאברי Serge Haroche סרז' הרוש Serge Ibaka סרג' איבקה Serge Koussevitzky סרגיי קוסביצקי Serge Lama סרז' לאמה Serge Lancel סרז' לנסל Serge Lifar סרגיי ליפר Serge Lofo Bongeli סרג' לופו Serge Pizzorno סרג'יו פיזורנו Sergeant Major Kiss Me Goodnight Sergeant Major Kiss me Goodnight Sergei Aleinikov סרגיי אלייניקוב Sergei Bagapsh סרגיי בגאפש Sergei Balakhnin סרגיי באלחנין Sergei Belov סרגיי בלוב Sergei Bondarchuk סרגיי בונדרצ'וק Sergei Chukhray סרגיי צ'וכראי Sergei Diaghilev סרגיי דיאגילב Sergei Dovlatov סרגיי דובלטוב Sergei Eisenstein סרגיי אייזנשטיין Sergei Gerasimov סרגיי גרסימוב Sergei Hohlov-Simson סרגיי חוחלוב-סימסון Sergei Ignashevich סרגיי איגנשביץ' Sergei Ivanov סרגיי איבנוב Sergei Kiriyenko's Cabinet ממשלת קיריינקו Sergei Korolev סרגיי קורוליוב Sergei Krikalev סרגיי קריקאליוב Sergei Lemeshev סרגיי למשב Sergei Lukyanenko סרגיי לוקיאננקו Sergei Makarov סרגיי מקארוב Sergei Mavrodi סרגיי מברודי Sergei Monia סרגיי מוניה Sergei Nilus סרגיי נילוס Sergei Pankejeff איש הזאבים Sergei Prokofiev סרגיי פרוקופייב Sergei Rachmaninoff סרגיי רחמנינוב Sergei Rudenko סרגיי רודנקו Sergei Sakhnovski סרגיי סחנובסקי Sergei Saltykov סרגיי סלטיקוב Sergei Semak סרגיי סמאק Sergei Shchukin סרגיי שצ'וקין Sergei Sidorsky סרגיי סידורסקי Sergei Stanishev סרגיי סטאנישב Sergei Stepashin סרגיי סטפאשין Sergei Stepashin's Cabinet ממשלת סטפאשין Sergei Taneyev סרגיי טאנייב Sergei Witte סרגיי ויטה Sergei Yesenin סרגיי יסנין Sergei Yuran סרגיי יוראן Sergei Yutkevich סרגיי יוטקביץ' Sergei Zubatov סרגיי זובאטוב Sergej Barbarez סרגיי ברברז Sergey Afanasyev סרגיי אפאנסייב Sergey Bakulin סרגיי בקולין Sergey Biryuzov סרגיי ביריוזוב Sergey Brin סרגיי ברין Sergey Bubka סרגיי בובקה Sergey Chaplygin סרגיי צ'פליגין Sergey Dorenko סרגיי דורנקו Sergey Gorshkov סרגיי גורשקוב Sergey Ilyushin סרגיי איליושין Sergey Ivanovich Vavilov סרגיי ואווילוב Sergey Kamenev סרגיי קמנייב Sergey Karjakin סרגיי קריאקין Sergey Kiriyenko סרגיי קיריינקו Sergey Kirov סרגיי קירוב Sergey Konenkov סרגיי קוניונקוב Sergey Koplyakov סרגיי קופליאקוב Sergey Kvochkin סרגיי קבוצ'קין Sergey Lavrov סרגיי לברוב Sergey Lazarev סרגיי לזרב Sergey Markov סרגיי מרקוב Sergey Mikhalkov סרגיי מיכאלקוב Sergey Mironov סרגיי מירונוב Sergey Naryshkin סרגיי נארישקין Sergey Obraztsov סרגיי אוברזצוב Sergey Prokudin-Gorsky סרגיי פרוקודין-גורסקי Sergey Shoygu סרגיי שויגו Sergey Shubenkov סרגיי שובנקוב Sergey Sobyanin סרגיי סוביאנין Sergey Sokolov סרגיי סוקולוב Sergey Uvarov סרגיי אוברוב Sergey von Freymann סרגיי פון פריימן Serghei Cleșcenco סרגיי קלשצ'נקו Sergi Barjuán סרג'י ברז'ואן Sergi Gómez סרג'י גומס Sergi Pàmies סרז'י פמיאס Sergi Roberto סרג'י רוברטו Sergi Samper סרג'י סאמפר Serginho סרז'יניו Sergio Agüero סרחיו אגוארו Sergio Asenjo סרחיו אסנחו Sergio Batista סרחיו בטיסטה Sergio Bergman סרחיו ברגמן Sergio Busquets סרחיו בוסקטס Sergio Canales סרחיו קנאלס Sergio DellaPergola סרג'ו דלה-פרגולה Sergio García סרחיו גארסיה Sergio Goycochea סרחיו גויקוצ'אה Sergio Leone סרג'ו לאונה Sergio Leone תבנית:סרג'ו ליאונה Sergio Llull סרחיו יוי Sergio Mattarella סרג'ו מטרלה Sergio Ramos סרחיו ראמוס Sergio Rico סרחיו ריקו Sergio Rodríguez סרחיו רודריגס Sergio Romero סרחיו רומרו Sergio Rossi סרג'ו רוסי Sergipe סרז'יפה Sergipe קטגוריה:סרז'יפה Sergiu Celibidache סרג'יו צ'ליבידאקה Sergiu Comissiona סרג'ו קומיסיונה Sergiu Dan סרג'יו דן Sergiu Hart סרג'יו הרט Sergiu Natra סרג'יו נטרא Sergo Kotrikadze סרגו קוטריקדזה Sergo Ordzhonikidze סרגו אורדז'וניקידזה Sergo Zakariadze סרגו זכריאדזה Sergy Rikhter סרגיי ריכטר Serhio/Moldova ??????? Serhiy Kandaurov סרגיי קנדאורוב Serhiy Rebrov סרגיי רברוב Serhiy Tretyak סרגיי טרטיאק Seri סרי Serial סיפור בהמשכים Serial ATA Serial ATA Serial communication תקשורת טורית Serial drama television series קטגוריה:סדרות דרמה המשכיות Serial killer רוצח סדרתי Serial killers קטגוריה:רוצחים סדרתיים Serial port יציאה טורית Serialism סריאליזם Serialization סריאליזציה Serie A סרייה א' Serie A Defender of the Year תבנית:מגן השנה של הסרייה א Serie A Footballer of the Year תבנית:כדורגלן השנה של הסרייה א Serie A Foreign Footballer of the Year תבנית:הכדורגלן הזר של השנה בסרייה א Serie A Goalkeeper of the Year תבנית:שוער השנה של הסרייה א Serie A Young Footballer of the Year תבנית:שחקן השנה הצעיר של הסרייה א Serie A stadiums תבנית:אצטדיוני הסרייה א' Serie A teamlist תבנית:סרייה א' Serie A top scorers תבנית:מלך השערים של הסרייה א' Serie B סרייה ב' Serie B teamlist תבנית:סרייה ב' Seriema קריאמות Seriemas קטגוריה:קריאמיים Series טור Series and parallel circuits חיבור בטור ובמקביל Series of books קטגוריה:סדרות ספרים Series overview תבנית:סקירת סדרה Series overview/special תבנית:סקירת סדרה/ספיישל Series overview/split תבנית:סקירת סדרה/פיצול Serif תג Serifos סריפוס Serine סרין Serine protease סרין פרוטאז Serious Moonlight Serious Moonlight Serious Organised Crime Agency הסוכנות לפשע מאורגן חמור Serj Tankian סרג' טנקיאן Serket סרקת Sermon on the Mount הדרשה על ההר Sermon on the Plain הדרשה על המישור Serock סרוצק Serokomla סרוקומלה Serology סרולוגיה Serotine bat אפלול מצוי Serotonin סרוטונין Serotonin-norepinephrine reuptake inhibitors קטגוריה:SNRI Serotonin–norepinephrine reuptake inhibitor SNRI Serous membrane קרום נסיובי Serov סרוב Serow סרו Serowe סרובה Serpens נחש Serpens קטגוריה:קבוצת הכוכבים נחש Serpent סרפנט Serpent Mage קוסם הנחש Serpentine סרפנטין Serpentine Galleries גלריית סרפנטיין Serpentine subgroup סרפנטין Serpents in the Bible נחש הקדמוני Serpico סרפיקו Serpin סרפין Serpulidae קטגוריה:סלילוניתיים Serra da Capivara National Park הפארק הלאומי סרה דה קפיברה Serranidae דקריים Serranidae קטגוריה:דקריים Serrated tortoise צב משונן שריון Serratia Serratia Serratus anterior muscle שריר המסור הקדמי Serravalle סראוואלה Serres סרס Sertab Erener סרטאב ארנר Sertacogut/sandbox Angry Birds Sertoli cell תא סרטולי Sertraline סרטרלין Sertão סרטאו Serug שרוג Serum נסיוב Serum albumin אלבומין Serum sickness מחלת הנסיוב הזר Serval סרוואל Servaline genet גחן סרוולניה Servant of Two Masters משרתם של שני אדונים Servant of the servants of God סרבוס סרבורום דאי Server שרת Server Message Block Server Message Block Server Side Includes Server Side Includes Server farm חוות שרתים Server-side צד שרת Servers קטגוריה:שרתים Servette FC סרבט ז'נבה Servette FC players קטגוריה:כדורגלני סרבט ז'נבה Servi camerae regis עבדי האוצר Servian Wall חומת סרוויוס Service מגזר השירותים Service Book פנקס שירות Service Control Manager Service Control Manager Service Year שנת שירות Service climate אקלים שירות Service de Renseignement de l’État שירות הביון הממלכתי Service in Israel Medal אות השירות בישראל Service occupations קטגוריה:נותני שירות Service recovery paradox פרדוקס שיקום השירות Service-oriented architecture ארכיטקטורה מוכוונת-שירותים Service-oriented infrastructure תשתית מוכוונת-שירותים Services קטגוריה:שירותים Servilia Caepionis סרוויליה קפיאוניס Servilius Casca פובליוס סרוויליוס קסקה Serving and dining קטגוריה:כלי הגשה Serving area interface ארון סעף Servius Sulpicius Rufus סרוויוס סולפיקיוס רופוס Servius Tullius סרוויוס טוליוס Servomotor סרוו Seryoga סיריוגה Serzh Sargsyan סרז' סרקזיאן Sesame שומשום Sesame Street רחוב סומסום Sesame Street characters קטגוריה:דמויות מרחוב סומסום Sesiidae זכוכעשיים Sesiidae קטגוריה:זכוכעשיים Session Session Session Initiation Protocol Session Initiation Protocol Session Manager Subsystem Smss.exe Session key מפתח שיחה Session layer שכבת השיחה של מודל ה-OSI Sessue Hayakawa ססואה הייאקאווה Sestertius ססטרטיוס Sestina ססטינה Sesto Sento ססטו סנטו Sestos ססטוס Set סט Set סת Set קבוצה Set Fire to the Rain Set Fire to the Rain Set cover problem בעיית כיסוי קבוצות Set families קטגוריה:משפחות של תת-קבוצות Set the Controls for the Heart of the Sun Set The Controls For The Heart Of The Sun Set theory קטגוריה:תורת הקבוצות Set theory תורת הקבוצות Setar סטאר Setback נסיגה Seth שת Seth Curry סת' קרי Seth Gilliam סת' גיליאם Seth Godin סת גודין Seth Green סת' גרין Seth MacFarlane סת' מקפרלן Seth Material סת Seth Meyers סת' מאיירס Seth Rogen סת' רוגן Seth Rollins סת' רולינס Seth Thomas סת' תומאס Seti I סתי הראשון Seto Inland Sea הים הפנימי סטו Setomaa סטומאה Seton Lloyd סיטון לויד Setos סטו Setsubun סצובון Setsuzo Kotsuji אברהם סצוזו קוצוג'י Settat סטאת Setter סטר Setting רקע Settlement of the Thousand התיישבות האלף Settler התיישבות Setúbal סטובל Seudah Shlishit סעודה שלישית Seudat mitzvah סעודת מצווה Sevastopol סבסטופול Seven שבעה חטאים Seven Arches Hotel מלון שבע הקשתות Seven Bridges of Königsberg הגשרים של קניגסברג Seven Cities of Gold שבע ערי הזהב Seven Days שבעה ימים Seven Days in May שבעה ימים במאי Seven Laws of Noah שבע מצוות בני נח Seven Pillars of Wisdom שבעת עמודי החכמה Seven Rila Lakes שבעת אגמי רילה Seven Sages of Greece שבעת חכמי יוון Seven Samurai שבעת הסמוראים Seven Seas שבעת הימים Seven Seas Lagoon לגונת שבעת הימים Seven Seas of Rhye Seven Seas of Rhye Seven Sisters שבע האחיות Seven Sleepers שבעת הישנים של אפסוס Seven Species שבעת המינים Seven Summits קטגוריה:שבע הפסגות Seven Summits שבע הפסגות Seven Summits תבנית:שבע הפסגות Seven Wonders of the Ancient World קטגוריה:שבעת פלאי תבל Seven Wonders of the Ancient World שבעת פלאי תבל של העולם העתיק Seven Wonders of the Ancient World תבנית:שבעת פלאי תבל Seven Years' War מלחמת שבע השנים Seven bowls שבע הקערות Seven deadly sins שבעת החטאים Seven hills שבע גבעות Seven hills of Istanbul שבע גבעות איסטנבול Seven hills of Rome קטגוריה:שבע גבעות רומא Seven hills of Rome שבע גבעות רומא Seven of Nine שבע מתשע Seven seals שבעת החותמות Seven star שבעת הכוכבים Seven trumpets שבעת השופרות Seven virtues שבע המידות הטובות Seven-Faceted Blessing ברכה מעין שבע Seven-banded armadillo ארמדיל שבע-החגורות Seventeen Minutes and Thirty Eight Seconds in the Dark Seventeen Minutes and Thirty Eight Seconds in the Dark Seventeen Moments of Spring שבעה עשר רגעים של אביב Seventeen Provinces שבעה-עשר המחוזות Seventeenth Amendment to the United States Constitution התיקון ה-17 לחוקת ארצות הברית Seventeenth Army הארמייה ה-17 Seventeenth government of Israel ממשלת ישראל השבע עשרה Seventeenth of Tammuz שבעה עשר בתמוז Seventh Amendment to the United States Constitution התיקון השביעי לחוקת ארצות הברית Seventh Army הארמייה השביעית Seventh Avenue השדרה השביעית Seventh Avenue קטגוריה:השדרה השביעית Seventh Battle of the Isonzo הקרב השביעי על האיזונצו Seventh Crusade מסע הצלב השביעי Seventh Crusade קטגוריה:מסע הצלב השביעי Seventh Fort הפורט השביעי Seventh Siege of Gibraltar המצור השביעי על גיברלטר Seventh Son of a Seventh Son Seventh Son of a Seventh Son Seventh Star Seventh Star Seventh United States Army הארמייה השביעית של ארצות הברית Seventh generation game consoles תבנית:קונסולות המשחקים של הדור השביעי Seventh government of Israel ממשלת ישראל השביעית Seventh of Adar ז' באדר Seventh-day Adventist Church הכנסייה האדוונטיסטית של היום השביעי Severan dynasty קטגוריה:השושלת הסווראנית Severance package פיצויי פיטורים Severance pay פיצויי פיטורים Severe acute respiratory syndrome סארס Severe combined immunodeficiency כשל חיסוני משולב חמור Severin Nilsson סברין נילסון Severn Cullis-Suzuki סוורן סוזוקי Severnaya Zemlya סברניה זמליה Severndroog Castle טירת סוורנדרוג Severny Island סברני Severo Ochoa סברו אוצ'ואה Severo-Kurilsky District סוורו-קורילסקי Severus Alexander אלכסנדר סוורוס Severus Snape סוורוס סנייפ Sevilla FC סביליה Sevilla FC managers קטגוריה:מאמני סביליה Sevilla FC players קטגוריה:כדורגלני סביליה Seville סביליה Seville קטגוריה:סביליה Seville Cathedral קתדרלת סביליה Sevlievo סבליאבו Sevmash סבמאש Sevoflurane סבופלורן Sewage שפכים Sewage sludge בוצה Sewage treatment טיהור שפכים Seward's Day יום סיווארד Sewer alligator תמסחי ביבים Sewerage ביוב Sewerage קטגוריה:ביוב Sewing קטגוריה:תפירה Sewing תפירה Sewing equipment קטגוריה:כלי תפירה Sewing machine מכונת תפירה Sewing needle מחט Sex זוויג Sex מין Sex סקס Sex Addicts Anonymous מכורים למין אנונימיים Sex Pistols סקס פיסטולס Sex Pistols קטגוריה:סקס פיסטולס Sex and Character מין ואופי Sex and the City סקס והעיר הגדולה Sex and the City קטגוריה:סקס והעיר הגדולה Sex and the law עבירת מין Sex assignment ייעוד מגדרי Sex crimes קטגוריה:עבירות מין Sex differences in medicine רפואה מגדרית Sex doll בובת מין Sex education חינוך מיני Sex education קטגוריה:חינוך מיני Sex industry קטגוריה:שירותים מיניים Sex manual מדריך למיניות Sex offenders by nationality קטגוריה:מורשעים בעבירות מין Sex on the Beach סקס על החוף Sex position תנוחות מין Sex reassignment surgery ניתוח לשינוי מין Sex scandal שערוריית מין Sex scandals קטגוריה:שערוריות מין Sex segregation הפרדת עיסוקים מגדרית Sex selection בחירת מין היילוד Sex symbol סמל מין Sex tourism תיירות מין Sex toy אביזר מין Sex toys קטגוריה:אביזרי מין Sex.com Sex.com Sexagesimal בסיס סקסגסימלי Sexaholics Anonymous סקסוהוליסטים אנונימיים Sexenio Democrático שש השנים הדמוקרטיות Sexism אפליה מינית Sexism קטגוריה:אפליה מינית Sexologists קטגוריה:סקסולוגים Sexology סקסולוגיה Sexred מלך אסקס סיקסרד Sextans סקסטנט Sextans קטגוריה:קבוצת הכוכבים סקסטנט Sextant סקסטנט Sextus Empiricus סקסטוס אמפיריקוס Sextus Julius Africanus סקסטוס יוליוס אפריקנוס Sextus Julius Severus יוליוס סוורוס Sextus Pompey סקסטוס פומפיוס Sextus Vettulenus Cerialis סקסטוס וטולנוס קריאליס Sexual Politics פוליטיקה מינית Sexual abuse התעללות מינית Sexual abuse קטגוריה:אלימות מינית Sexual acts קטגוריה:יחסי מין Sexual addiction התמכרות למין Sexual arousal עוררות מינית Sexual attraction משיכה מינית Sexual bullying בריונות מינית Sexual desire תשוקה מינית Sexual dimorphism דו-צורתיות זוויגית Sexual ethics אתיקה מינית Sexual fetishism פטישיזם Sexual harassment הטרדה מינית Sexual health קטגוריה:בריאות מינית Sexual identity זהות מינית Sexual intercourse יחסי מין Sexual inversion נטייה מינית הפוכה Sexual maturity בגרות מינית Sexual medicine שיקום מיני Sexual orientation נטייה מינית Sexual orientation קטגוריה:זהות מינית Sexual orientation and gender identity at the United Nations הצהרת האו"ם בדבר נטייה מינית וזהות מגדרית Sexual orientation and military service קטגוריה:צבא: מגדר ונטייה מינית Sexual orientation and military service שירות צבאי של להט"בים Sexual orientation change efforts קטגוריה:שינוי מיניות Sexual revolution המהפכה המינית Sexual selection ברירה זוויגית Sexual surrogate סרוגייט Sexual violence אלימות מינית Sexual violence by intimate partners תקיפה מינית Sexual violence in South Africa אלימות מינית בדרום אפריקה Sexuality מיניות Sexuality קטגוריה:מיניות Sexually transmitted infection מחלות מין Sexy Sadie Sexy Sadie Sexy editor ויקיפדיה:ויקיפדיה צעד אחר צעד Seyahatname סיאחת נאמה Seychelles סיישל Seychelles קטגוריה:סיישל Seychelles Victoria ויקטוריה Seychelles at the Olympics סיישל במשחקים האולימפיים Seychelles at the Paralympics סיישל במשחקים הפאראלימפיים Seychelles blue pigeon יונת סיישל כחולה Seychelles national football team נבחרת סיישל בכדורגל Seychelles templates קטגוריה:תבניות ניווט - סיישל Seydou Doumbia סיידו דומבייה Seydou Keita סיידו קייטה Seyhan River סייהאן Seyla Benhabib שילה בנחביב Seymour Cassel סימור קאסל Seymour Cray סימור קריי Seymour Hersh סימור הרש Seymour Martin Lipset סימור מרטין ליפסט Seymour Mayne סימור מיין Seymour Papert סימור פאפרט Sezen Aksu סזן אקסו Seán Lemass שון למס Seán O'Casey שון או'קייסי Seán O'Kelly שון או'קלי Sf46/Userboxes/User en-cajun-0 תבנית:User enc-0 Sf46/Userboxes/User en-cajun-1 תבנית:User enc-1 Sf46/Userboxes/User en-cajun-2 תבנית:User enc-2 Sf46/Userboxes/User en-cajun-3 תבנית:User enc-3 Sf46/Userboxes/User en-cajun-4 תבנית:User enc-4 Sf46/Userboxes/User en-cajun-5 תבנית:User enc-5 Sfas Emes Yeshiva ישיבת שפת אמת Sfatayim שפתיים Sfatul Țării מועצת הארץ Sfax ספקס Sfax Governorate ספקס Sfenj ספינג' Sfn תבנית:Sfn SfnRef תבנית:Sfnref Sfumato ספומאטו Sg1stargatefront.jpg תמונה:Stargate.jpg Sghair Ould M'Bareck סע'יר ולד מבארכ Sgraffito סגרפיטו Sgt. Pepper's Lonely Hearts Club Band Sgt. Pepper's Lonely Hearts Club Band Sgula סגולה Sh'Chur שחור Sh'erit ha-Pletah שארית הפליטה Sha Ш Sha Tin District קטגוריה:שא טין Sha Tin District שא טין Sha'al שעל Sha'alvim שעלבים Sha'ar Binyamin Industrial Zone שער בנימין Sha'ar Efraim שער אפרים Sha'ar HaAmakim שער העמקים Sha'ar HaGai שער הגיא Sha'ar HaGolan שער הגולן Sha'ar HaNegev Regional Council מועצה אזורית שער הנגב Sha'ar HaNegev Regional Council קטגוריה:מועצה אזורית שער הנגב Sha'ar HaNegev Regional Council תבנית:מועצה אזורית שער הנגב Sha'ar Hashamayim Synagogue בית הכנסת שער השמים Sha'ar LaMathil שער למתחיל Sha'ar Menashe המרכז לבריאות הנפש שער מנשה Sha'arei Hesed שערי חסד Sha'arei Mishpat College המרכז האקדמי שערי מדע ומשפט Sha'arei Tikva שערי תקווה Sha'arei Yerushalayim שערי ירושלים Sha'ban שעבאן Shaaban Abdel Rahim שעבאן עבד א-רחים Shaanxi שאאנשי Shaar HaNegev school bus attack המתקפה על אוטובוס בית הספר בשער הנגב Shaar Hashamayim שער השמים Shaar Hashamayim Yeshiva ישיבת המקובלים שער השמים Shaare Zedek שערי צדק Shaare Zedek Medical Center המרכז הרפואי שערי צדק Shaarei Teshuva שערי תשובה Shabak Samech שב"ק ס' Shabak people שבאקים Shabana Rehman Gaarder שבנה רחמן Shabani Nonda שבאני נונדה Shabazi שבזי Shabbat מסכת שבת Shabbat קטגוריה:שבת Shabbat שבת Shabbat תבנית:שבת Shabbat B'Shabbato שבת בשבתו Shabbat candles נרות שבת ויום טוב Shabbat elevator מעלית שבת Shabbat innovations קטגוריה:פתרונות הלכתיים: שבת Shabbat lamp מנורת שבת Shabbat prayers קטגוריה:תפילות שבת Shabbatai HaKohen שבתי כהן Shabbaton יום שבתון Shabbethai Bass שבתי בס Shabbethai Donnolo שבתי דונולו Shabbos goy גוי של שבת Shabiha שביחה Shabsai Frankel שבתי פרנקל Shabtai שבתאי Shabtai שבתי Shabtai Ben-Dov שבתי בן דב Shabtai Daniel שבתאי דון-יחיא Shabtai Kalmanovich שבתאי קלמנוביץ' Shabtai Levy שבתי לוי Shabtai Rosenne שבתאי רוזן Shabtai Shavit שבתי שביט Shabtai Shikhman שבתאי שיכמן Shabtai Teveth שבתי טבת Shabu-shabu שבו-שבו Shabwah Governorate שבוה Shacharit קטגוריה:תפילת שחרית Shacharit תפילת שחרית Shachiv Shnaan שכיב שנאן Shack פחון Shackleton Ice Shelf מדף הקרח שקלטון Shackleton–Rowett Expedition משלחת שקלטון-רווט Shaday Shaday Shaded0/Analytic Philosophy פילוסופיה אנליטית Shaded0/rest REST Shades State Park פארק שיידס Shades of Deep Purple Shades of Deep Purple Shades of God Shades of God Shadi Shaban שאדי שעבאן Shadia שאדיה Shadmot Dvora שדמות דבורה Shadmot Mehola שדמות מחולה Shado שאדו Shadow הצל Shadow צל Shadow Cabinet ממשלת צללים Shadow Death From Nowhere.jpg קובץ:Shadow Death From Nowhere.jpg Shadow IT טכנולוגיית מידע צללים Shadow King מלך הצללים Shadow Puppets בובות צללים Shadow Star הכוכב שמת ותכשיט של ילדה Shadow in Baghdad צל בבגדד Shadow of a Doubt צל של ספק Shadow of the Giant הצל של הענק Shadow of the Hegemon הצל של ההגמון Shadow play תיאטרון צלליות Shadow the Hedgehog שאדו הקיפוד Shadowgraph שדוגרפיה Shadowgraphy צלליות ידיים Shadowhunters ציידי הצללים Shadowland דרדוויל: ארץ הצל Shadowmorph/Macedonia2 מקדוניה Shadowpact Shadowpact Shadowrun מרוצללים Shadows in the Deep Shadows in the Deep Shaduppum שדופום Shadwan שדואן Shady Records שיידי רקורדס Shafi Goldwasser שפי גולדווסר Shafi'i האסכולה השאפעית Shafik Assad שפיק אסעד Shafiq Ades שפיק עדס Shafir שפיר Shafir Regional Council מועצה אזורית שפיר Shafir Regional Council קטגוריה:מועצה אזורית שפיר Shafir Regional Council תבנית:מועצה אזורית שפיר Shafran שפרן Shaft שאפט Shaft tomb קבר פיר Shaghur שגור Shah שאה Shah שח Shah Jahan שאה ג'האן Shah Mosque מסגד האמאם באספהאן Shah Rukh Khan שאהרוח' ח'אן Shahab-3 שיהאב Shahada שהאדה Shahaf שחף Shahar שחר Shahar Botzer שחר בוצר Shahar Hirsh שחר הירש Shahar Marcus שחר מרקוס Shahar Pe'er שחר פאר Shahar Perkiss שחר פרקיס Shahar Tzuberi שחר צוברי Shaharut שחרות Shahed 129 שאהד 129 Shaheen-I שאהין Shahid שהיד Shahin Diniyev שאהין דינייב Shahin Shirazi מולאנא שאהין שיראזי Shahnameh שאהנאמה Shahr-e Sukhteh שהר-י סוח'תה Shahrisabz שאחריסאבז Shahrnush Parsipur שהרנוש פארסיפור Shai ש"י Shai Abuhatsira שי אבוחצירה Shai Agassi שי אגסי Shai Biruk שי בירוק Shai Cohen שי כהן Shai Dromi פרשת שי דרומי Shai Gabso שי גבסו Shai Haddad שי חדד Shai Hermesh שי חרמש Shai Livnat שי לבנת Shai Maimon שי מימון Shai Piron שי פירון Shai Reshef שי רשף Shaihen ויקיפדיה:כישורי שפה Shaike Levi שייקה לוי Shaike Ophir שייקה אופיר Shaikha Al-Bahar שייח'ה אל-בחר Shailene Woodley שיילין וודלי Shaily Lipa שי-לי ליפא Shaizar שייזר Shajar al-Durr שג'ר א-דור Shaka שאקה Shaka sign סימן השאקה Shakashaka שאקשאקה Shake שייק Shake It Off Shake It Off Shake It Up שייק Shaked שקד Shakers שייקרים Shakespeare authorship question שאלת זהותו של מחבר מחזות שייקספיר Shakespeare in Love שייקספיר מאוהב Shakespeare's sonnets הסונטות של שייקספיר Shakespearean phrases קטגוריה:ביטויים שייקספיריים Shakhriyar Mamedyarov שחריאר ממדיארוב Shakhtar שחטיור Shakhtarsk Raion שחטרסקי Shakhty Trial משפט שכטי Shaki שקי Shakira Shakira Shakira שאקירה Shakira songs קטגוריה:שירי שאקירה Shakne Epshtein שכנא אפשטיין Shakshouka שקשוקה Shakti שאקטי Shaku שאקו Shakuhachi שאקוהאצ'י Shaldag שלדג Shaldag Unit יחידת שלדג Shaldag-class fast patrol boat שלדג Shale פצלים Shalem שלם Shalem Center מרכז שלם Shalem College המרכז האקדמי שלם Shalev שלו Shalev Menashe שלו מנשה Shalgi שלגי Shalhevet שלהבת Shalheveth Freier שלהבת פריאר Shaliach שלוחי הרבי מליובאוויטש Shaliah שליח Shalim שלם Shalit שליט Shall We Dance? הנרקוד? Shallot בצלצל Shallow Grave חברים לרצח Shallow Hal הפנטזיה של הל Shallow water blackout עילפון מים רדודים Shallum of Israel שלום בן יבש Shalmaneser I שלמנאסר הראשון Shalmaneser III שלמנאסר השלישי Shalmaneser IV שלמנאסר הרביעי Shalmaneser V שלמנאסר החמישי Shalom שלום Shalom תפילת הדרך שלום Shalom Al Yisrael Synagogue בית הכנסת שלום על ישראל Shalom Aleichem שלום עליכם Shalom Arush שלום ארוש Shalom Auslander שלום אוסלנדר Shalom Avitan שלום אביטן Shalom Buzaglo שלום בוזגלו Shalom Cohen שלום כהן Shalom Dov Wolpo שלום דובער וולפא Shalom Hanoch שלום חנוך Shalom Harlow שלום הרלו Shalom Hartman Institute מכון שלום הרטמן Shalom Hedaya שלום הדאיה Shalom Koboshvili שלום קובושווילי Shalom Kramer שלום קרמר Shalom Levin שלום לוין Shalom Meir Tower מגדל שלום מאיר Shalom Schwartz שלום שוורץ Shalom Sesame רחוב סומסום Shalom Shabazi שלום שבזי Shalom Shachna שלום שכנא מלובלין Shalom Sharabi שלום שרעבי Shalom Simhon שלום שמחון Shalom Tikva שלום תקווה Shalom Ullmann שלום אולמן Shalom Yoran שלום יורן Shalom Zachar שלום זכר Shalom Zysman שלום זיסמן Shalom bayit שלום בית Shalom-Avraham Shaki שלום-אברהם שאקי Shalom2~enwiki משתמש:Shalom2 Shalu-NJITWILL/sandbox עיתונאות Shalva שלווה Shalva Dadiani שלווה דדיאני Shalva of Akhaltsikhe שלווה אחלציחלי Sham א-שאם Sham 69 שאם 69 Sham Chun River סאם צ'אן Sham Shui Po District שם שו פו Shamai Leibowitz שמאי ליבוביץ Shamal שמאל Shaman Shaman Shaman King שאמן קינג Shamanism שמאניזם Shamash-shum-ukin שמש-שום-אוכין Shame בושה Shameless חסרי בושה Shamgar שמגר בן ענת Shamgar Commission ועדת שמגר Shamier Little שמיר ליטל Shamil שאמיל Shamil Basayev שאמיל באסייב Shamir שמיר Shamisen שמיסן Shammai שמאי הזקן Shamoushak Noshahr F.C. שמושאק Shampoo שמפו Shamrock Rovers F.C. players קטגוריה:כדורגלני שמרוק רוברס Shams Pahlavi שמס פהלווי Shamshi-Adad I שמשי-אדד הראשון Shamshi-Adad V שמשי-אדד החמישי Shamu שאמו Shandi Finnessey שנדי פינסי Shandong שאנדונג Shandong Luneng Taishan F.C. players קטגוריה:כדורגלני שאנדונג לוננג Shandy שנדי Shane שיין Shane Battier שיין באטייה Shane Dawson שיין דוסון Shane Gallagher שיין גלאגר Shane Gould שיין גולד Shane Smeltz שיין שמלץ Shane West שיין וסט Shang dynasty שושלת שאנג Shang-Chi שאנג-צ'י Shangchuan Island שאנגצ'ואן Shangdu זאנאדו Shanghai קטגוריה:שאנגחאי Shanghai שאנגחאי Shanghai Airlines שנגחאי איירליינס Shanghai Cooperation Organisation ארגון שאנגחאי לשיתוף פעולה Shanghai Cooperation Organisation תבנית:ארגון שאנגחאי לשיתוף פעולה Shanghai Disney Resort אתר הנופש דיסני שאנגחאי Shanghai Disneyland Park דיסנילנד Shanghai Express שנגחאי אקספרס Shanghai Ghetto גטו שאנגחאי Shanghai Greenland Shenhua F.C. שאנגחאי שנחווה Shanghai Jewish Chronicle ג'ואיש שאנגחאי כרוניקל Shanghai Jewish Refugees Museum מוזיאון הפליטים היהודים בשאנגחאי Shanghai Jiao Tong University אוניברסיטת ג'יאו טונג שאנגחאי Shanghai Museum מוזיאון שאנגחאי Shanghai Pudong International Airport נמל התעופה הבינלאומי שאנגחאי פודונג Shanghai SIPG F.C. players קטגוריה:כדורגלני שאנגחאי SIPG Shanghai Sharks שאנגחאי שארקס Shanghai Sharks players קטגוריה:כדורסלני שאנגחאי שארקס Shanghai Shenhua F.C. players קטגוריה:כדורגלני שאנגחאי שנחווה Shanghai Shenxin F.C. players קטגוריה:כדורגלני שאנגחאי שנקסין Shanghai Stock Exchange הבורסה לניירות ערך בשאנגחאי Shanghai Tower שאנגחאי טאוור Shanghai Urban Planning Exhibition Center מוזיאון תכנון העיר של שאנגחאי Shanghai World Financial Center המרכז הפיננסי העולמי בשאנגחאי Shanghainese.ua User:Shanghainese.ua Shangó Shangó Shanhai Pass שאנהאיגוואן Shani Boianjiu שני בוינג'ו Shani Davis שני דייוויס Shani Wallis שני ווליס Shania Twain שאניה טוויין Shankar שנקר Shankill Butchers הקצבים משנקיל Shannen Doherty שאנן דוהרטי Shannon שאנון Shannon Airport נמל התעופה שאנון Shannon Boxx שאנון בוקס Shannon Brown שאנון בראון Shannon Elizabeth שאנון אליזבת Shannon Kane שאנון קיין Shannon MacMillan שאנון מקמילן Shannon Miller שאנון מילר Shannon Walker שאנון ווקר Shannon–Fano coding קוד שאנון-פאנו Shannon–Hartley theorem חוק שאנון-הארטלי Shannyn Sossamon שאנין סוסאמון Shanola Hampton שאנולה המפטון Shanqella שנקלה Shantou שנטאו Shantungosaurus שאנטונגוזאורוס Shanxi שאנשי Shaoguan שאוגואן Shaohao שאוהאו Shaolin Monastery מנזר שאולין Shapash שפש Shape of the universe צורת היקום Shape-memory alloy סגסוגות זיכרון Shaped charge מטען חלול Shapeshifting שינוי צורה Shaphan שפן הסופר Shaping עיצוב התנהגות Shapira שכונת שפירא Shapira שפירא Shapiro שפירא Shapley value ערך שפלי Shapley–Shubik power index מדד הכוח של שפלי ושוביק Shapsug Adyghe dialect שפסוגית Shapsugs שפסוגים Shapur I שבור הראשון Shapur II שבור השני Shaqib al-Salam שגב שלום Shaqtin' a Fool Shaqtin' a Fool Shaquille O'Neal קטגוריה:שאקיל אוניל Shaquille O'Neal שאקיל אוניל Shar Pei שר-פיי SharShar משתמש:שרשר Sharaku טושוסאי שאראקו Shard שבר Share בורסה Share מניה Share capital הון מניות Share icon סמל שיתוף Share of wallet נתח ארנק Share repurchase רכישה עצמית Share taxi מונית שירות SharePoint SharePoint Shareaza שרזה Shared IP תבנית:כתובת IP משותפת Shared parenting הורות משותפת Shareef Abdur-Rahim שריף עבדור-רחים Shareholder בעל מניות Shares outstanding הון עומד Shareware תוכנה שיתופית Sharhorod שרהורוד Shari Arison שרי אריסון Sharia קטגוריה:חוק אסלאמי Sharia שריעה Sharif שריף Sharif University of Technology SUT Sharif Waked שאריף ואכד Sharif of Mecca Hussein bin Ali חוסיין בן עלי Sharing economy צריכה שיתופית Shark דמויי כריש Shark Bay מפרץ הכרישים Shark Tale תפוס ת'כריש Sharkawshchyna שרקובשצ'יזנה Sharkey שרקי Sharks קטגוריה:דמויי כריש Sharlto Copley שרלטו קופליי Sharm el-Sheikh קטגוריה:שארם א-שייח' Sharm el-Sheikh שארם א-שייח' Sharm el-Sheikh International Airport נמל התעופה הבינלאומי שארם א-שייח' Sharm el-Sheikh Memorandum הסכם שארם Sharm el-Sheikh Summit of 2005 פסגת שארם א-שייח' Sharof Rashidov שאראף רשידוב Sharon שרון Sharon Afek שרון אפק Sharon Bezaly שרון בצלי Sharon Carter שרון קרטר Sharon Corr שרון קור Sharon Drucker שרון דרוקר Sharon Gal שרון גל Sharon Gless שרון גלס Sharon Mimer שרון מימר Sharon Rotbard שרון רוטברד Sharon Shason שרון ששון Sharon Small שרון סמול Sharon Stone שרון סטון Sharon Stouder שרון סטודר Sharon Tal שרון טל Sharon Tate שרון טייט Sharon Wichman שרון ויצ'מן Sharon den Adel שרון דן אדל Sharon plain השרון Sharon plain קטגוריה:השרון Sharona שרונה Sharp דיאז Sharp שארפ Sharp Corporation שארפ Sharp-P Sharp-P Sharp-beaked ground finch פרוש קרקעי חד-מקור Sharpay's Fabulous Adventure ההרפתקה המדהימה של שארפיי Sharpe ratio מדד שארפ Sharpe's grysbok דוקרן שארפי Sharpeville massacre טבח שארפוויל Sharren Haskel שרן השכל Sharuhen תל שרוחן Shas מפלגת ש"ס Shas קטגוריה:מפלגת ש"ס Shas ש"ס Shas politicians קטגוריה:פעילי ש"ס Shashi Kapoor שאשי קאפור Shashka חרב צ'רקסית Shashlik שישליק Shassinger/Sandbox חקלאות תעשייתית Shasu שסו Shatha Hassoun שד'א חסון Shatila refugee camp מחנה הפליטים שתילה Shatili שאטילי Shatlak's Song שיר השטלק Shatnez שעטנז Shatranj שאתראנג' Shatt al-Arab שט אל-ערב Shatterstar שאטרסטאר Shaul Amor שאול עמור Shaul Arieli שאול אריאלי Shaul Avigur שאול אביגור Shaul Eisenberg שאול אייזנברג Shaul Elovitch שאול אלוביץ' Shaul Gutman שאול גוטמן Shaul Knaz שאול קנז Shaul Ladany שאול לדני Shaul Mishal שאול משעל Shaul Mofaz שאול מופז Shaul Rosolio שאול רוזוליו Shaul Shats שאול שץ Shaul Stampfer שאול שטמפפר Shaul Tchernichovsky שאול טשרניחובסקי Shaul Yahalom שאול יהלום Shaul Yisraeli שאול ישראלי Shaun Bartlett שון ברטלט Shaun Dingwall שון דינגוול Shaun Dooley שון דולי Shaun Livingston שון ליווינגסטון Shaun Morgan שון מורגן Shaun Stonerook שון סטונרוק Shaun Toub שון טאוב Shaun Wright-Phillips שון רייט-פיליפס Shaun of the Dead מת על המתים Shaun the Sheep שון כבשון Shaunae Miller שוני מילר ShaunvanStaden/Younow Younow Shave brush מברשת גילוח Shavei Israel שבי ישראל Shavei Shomron שבי שומרון Shavei Tzion שבי ציון Shavim שווים Shaving גילוח Shaving קטגוריה:גילוח Shaving cream קצף גילוח Shaving soap סבון גילוח Shavit שביט Shavit 2 שביט 2 Shavit Elimelech שביט אלימלך Shaviyani Atoll אטול שאביאני Shavkat Mirziyoyev שבקט מירזייאיב Shavo Odadjian שאבו אודאג'יאן Shavtay משתמש:Shavtay Shavuot קטגוריה:שבועות Shavuot שבועות Shaw שו Shaw Commission ועדת שו Shaw Prize פרס שאו Shawarma שווארמה Shawm קלמית Shawn שון Shawn Ashmore שון אשמור Shawn Bradley שון בראדלי Shawn Crawford שון קרופורד Shawn Dawson שון דאוסון Shawn Drover שון דרובר Shawn Fanning שון פנינג Shawn James שון ג'יימס Shawn Johnson שון ג'ונסון Shawn Kemp שון קמפ Shawn Levy שון לוי Shawn Marion שון מריון Shawn Mendes שון מנדס Shawn Michaels מייקל היקנבוטום Shawn Weatherly שון ות'רלי ShawnaV/Personal sandbox סית' Shawnacy Barber שונסי ברבר Shawna~enwiki/Personal sandbox פחות או יותר Shawwal שוואל Shay שי Shay Abuksis שי אבוקסיס Shay Abutbul שי אבוטבול Shay Avital שי אביטל Shay Doron שי דורון Shay Given שי גיבן Shay Holtzman שי הולצמן Shay Mitchell שי מיטשל Shaye D. Cohen שייע כהן Shayetet 13 שייטת 13 Shayfeencom שאיפנקום Shaykh Tusi שייח טוסי Shayn מכתש שיין Shayne שיין Shayne Ward שיין וורד Shays' Rebellion מרד שייז Shazam שזאם Shcha Щ Shche ne vmerla Ukraina המנון אוקראינה Shchi שצ'י Shchuchyn שצ'וצ'ין Shchusev Museum of Architecture המוזיאון לאדריכלות הרוסית ע"ש שצ'וסב Shdema שדמה She ערוץ SHE She & Him She & Him She Came In Through the Bathroom Window She Came in Through the Bathroom Window She Done Him Wrong היא עשתה לו עוול She Loves You She Loves You She Shot Me Down She Shot Me Down She Will Be Loved She Will Be Loved She'ar Yashuv שאר ישוב She'ar Yashuv Cohen שאר ישוב כהן She's Leaving Home She's Leaving Home She's So Unusual She's So Unusual She's a Woman She's a Woman She's the Man יש לה ביצים She-Devil אישה שטן She-Hulk הענקית הירוקה She-Ra: Princess of Power שי-רה נסיכת הכוח Shea Stadium אצטדיון שיי Shea Whigham שיאה וויגהאם Sheaf אלומה Sheaf theory קטגוריה:תורת האלומות Sheamus שיימוס Shear modulus מודול הגזירה Shear stress מאמץ גזירה Shearer שירר Shearography שירוגרפיה Shearonink/Henry Clay Infobox proposed fix הנרי קליי Sheathbill כיאוניסיים Sheba שבא Sheba Medical Center המרכז הרפואי ע"ש חיים שיבא - תל השומר Sheba son of Bichri שבע בן בכרי Shebaa farms חוות שבעא Shebna שבנא Sheboygan Red Skins שבויגן רד סקינס Shechita שחיטה Shed צריף Shedim שד Sheehan's syndrome תסמונת שיהאן Sheen שין Sheena Iyengar שינה איינגר Sheep כבש הבית Sheep milk cheese גבינת כבשים Sheepsmating/Enter your new article name here לינדה לינגל Sheer Heart Attack Sheer Heart Attack Sheet bend קשר אורגים Sheet intrusion מחדר פלוטוני#מחדר לוחי Sheet metal פח Sheet music פרטיטורה Sheet pan תבנית אפייה Sheezus Sheezus Shefa-'Amr שפרעם Shefayim שפיים Shefer שפר Sheffer stroke NAND לוגי Sheffield שפילד Sheffield & Hallamshire County Football Association התאחדות הכדורגל של שפילד Sheffield F.C. מועדון הכדורגל שפילד Sheffield United F.C. שפילד יונייטד Sheffield United F.C. managers קטגוריה:מאמני שפילד יונייטד Sheffield United F.C. players קטגוריה:כדורגלני שפילד יונייטד Sheffield Wednesday F.C. שפילד ונסדיי Sheffield Wednesday F.C. players קטגוריה:כדורגלני שפילד ונסדיי Shefi Yishai שפי ישי Shehecheyanu ברכת שהחיינו Sheikh שייח' Sheikh Adi ibn Musafir עדי אבן מסאפר Sheikh Badr שייח' באדר Sheikh Badr Cemetery בית העלמין שייח' באדר Sheikh Danun שיח' דנון Sheikh Hasina הסינה ואזד Sheikh Jarrah שייח' ג'ראח Sheikh Lotfollah Mosque מסגד שייח' לוטפאללה Sheikh Mansur שייח' מנצור Sheikh Radwan שיח' רדואן Sheikh Safi al-Din Khānegāh and Shrine Ensemble מתחם הקבר והמרכז הסופי של שייח' סאפי א-דין Sheikh Zuweid שיח' זוויד Sheila Armstrong שילה ארמסטרונג Sheila Ruskin שילה ראסקין Sheitel כיסוי ראש לנשים Sheizaf Rafaeli שיזף רפאלי Shekef שקף Shekel שקל Shekhanya שכניה Shekhinah שכינה Shel Mi HaShura HaZot? של מי השורה הזאת? Shel Silverstein של סילברסטיין Shelagh McDonald שילה מקדונלד Shelah שלה Shelah שלח Sheldon Adelson שלדון אדלסון Sheldon Cooper שלדון קופר Sheldon Lee Glashow שלדון גלאשו Sheldon Whitehouse שלדון וייטהאוס Shelduck טדורנה Sheleg Ba'sharav שלג בשרב Shelf מדף Shelf corporation שלד בורסאי Shelf life חיי מדף Shelf registration תשקיף מדף Shell מעטפת Shell פגז Shell של Shellac שלאק Shellanoo Group שלנו גרופ Shellcode קוד ייעודי Shelley שלי Shelley Berkley שלי ברקלי Shelley Conn שלי קון Shelley Duvall שלי דובאל Shelley Long שלי לונג Shelley Mann שלי מאן Shelley Moore Capito שלי מור קפיטו Shelley Morrison שלי מוריסון Shelley Winters שלי וינטרס Shellshock Shellshock Shellsort מיון של Shelly Yachimovich שלי יחימוביץ' Shelly-Ann Fraser-Pryce שלי-אן פרייזר-פרייס Shelob שילוב Shelomo Dov Goitein שלמה דב גויטיין Shelomo Selinger שלמה זלינגר Shelta שלטה Shelton Benjamin שלטון בנג'מין Sheltopusik קמטן החורש Shem שם בן נח Shem Tob Gaguine שם טוב גגין Shem Tov Levi שם טוב לוי Shem Tov ben Abraham ibn Gaon שם טוב אבן גאון Shem Tov ibn Shem Tov שם טוב אבן שם טוב Shem-Tov ibn Falaquera שם טוב בן יוסף אבן פלקירה Shema Yisrael שמע ישראל Shemaiah שמעיה Shemaiah of Soissons רבי שמעיה Shemar Moore שמאר מור Shemariah ben Mordecai שמריה בן מרדכי Shemariah of Negropont שמריה האיקריטי Shemaryahu Gurary שמריהו גוראריה Shemaryahu Talmon שמריהו טלמון Shemen Afarsimon אפרסמון Shemesh שמש Shemini פרשת שמיני Shemini Atzeret שמיני עצרת Shemirat Shabbat Kehilchatah שמירת שבת כהלכתה Shemot פרשת שמות Shemp Howard שמפ הווארד Shemspeed Shemspeed Shen Congwen שן צונג-ון Shen Khar Venakhi את הינך כרם Shen Kuo שן קואו Shenae Grimes שניי גריימס Shenako שנאכו Shenandoah National Park הפארק הלאומי שננדואה Shenkar שנקר Shenkar College of Engineering and Design שנקר - בית ספר גבוה להנדסה ולעיצוב Shenlong שנלונג Shennong שנונג Shennong Ben Cao Jing קלאסיקת עשבי המרפא של שנונג Shenyang שן-יאנג Shenyang Aircraft Corporation תאגיד התעופה שניאנג Shenyang J-11 שניאנג J-11 Shenyang J-15 שניאנג J-15 Shenyang J-16 שניאנג J-16 Shenyang J-31 שניאנג J-31 Shenyang Olympic Sports Center Stadium אצטדיון מרכז הספורט האולימפי שן-יאנג Shenzhen קטגוריה:שנג'ן Shenzhen שנג'ן Shenzhen Airlines שנג'ן איירליינס Shenzhen Metro הרכבת התחתית של שנג'ן Shenzhen Nanshan District נאנשאן Shenzhen Stock Exchange הבורסה לניירות ערך בשנג'ן Shenzhou שנג'ואו Shenzhou 1 שנג'ואו 1 Shenzhou 10 שנג'ואו 10 Shenzhou 2 שנג'ואו 2 Shenzhou 5 שנג'ואו 5 Shenzhou 6 שנג'ואו 6 Shenzhou 7 שנג'ואו 7 Shenzhou 8 שנג'ואו 8 Shenzhou 9 שנג'ואו 9 Shenzhou program קטגוריה:תוכנית שנג'ואו Shenzhou program תבנית:תוכנית שנג'ואו Shenzhou program תוכנית שנג'ואו Sheol שאול Shepetivka שפטיבקה Shepherd רועה צאן Shepherd שפרד Shepherd's beaked whale לווייתן מקור טסמני Sheppard's correction תיקון שפרד Shepparton שפרטון Sher שר Sheran Yeini שרן ייני Sheraton Hotels and Resorts מלונות שרתון Sheraton Tel Aviv Hotel מלון שרתון תל אביב Sherden שרדנה Shere Hite שייר הייט Shere Khan שירחן Sheremetyevo International Airport נמל התעופה הבינלאומי שרמטייבו Sherf שרף Sheridan שרידן Sheridan County מחוז שרידן Sheridan's שרידאנס Sherif Ismail שריף איסמעיל Sherif9282/Sandbox2 סעד א-שאזלי Sheriff שריף Sheriff Woody שריף וודי Sherira Gaon רב שרירא גאון Sherlock שרלוק Sherlock Holmes קטגוריה:שרלוק הולמס Sherlock Holmes שרלוק הולמס Sherlock Holmes Museum מוזיאון שרלוק הולמס Sherlock Holmes novels תבנית:שרלוק הולמס Sherlock Holmes: A Game of Shadows שרלוק הולמס: משחק הצללים Sherman שרמן Sherman Adams שרמן אדמס Sherman's March to the Sea הצעדה אל הים Sherpa people שרפה Sherrill Milnes שריל מילנס Sherrod Brown שרוד בראון Sherry שרי Sherry Turkle שרי טרקל Sherry vinegar חומץ שרי Sherurcij/Beslan school hostage crisis/sandbox משבר בני הערובה בבסלאן Sherut Avir שירות האוויר Sherut Leumi שירות לאומי Sherwood Anderson שרווד אנדרסון Sherwood Forest יער שרווד Sheryfa Luna שריפה לונה Sheryl Crow שריל קרואו Sheryl Sandberg שריל סנדברג Sheshai ענק#הענקים במקרא Sheshet רב ששת Shetland איי שטלנד Shetland קטגוריה:איי שטלנד Shetland תבנית:איי שטלנד Shetland Mainland מיינלנד Shetland Sheepdog כלב רועים שלטי Shetland Yell יל Shetland pony פוני שטלנד Sheva שבע Sheva Brachot שבע ברכות Shevah Mofet שבח מופת Shevah Weiss שבח וייס Shevat קטגוריה:שבט Shevat שבט Shevchenko שבצ'נקו Shevi'i shel Pesach שביעי של פסח Shevi'it מסכת שביעית Shevu'ot מסכת שבועות Shewa קטגוריה:שאווה Shewa שאווה Shezor שזור Shfaram synagogue בית הכנסת העתיק בשפרעם Shfela השפלה Shhac/World מרידיאן Shi'a Islam in Lebanon מתואלים Shi'ar שי'אר Shi'ur Qomah שיעור קומה Shia Islam אסלאם שיעי Shia Islam קטגוריה:שיעה Shia Islam in Afghanistan אסלאם שיעי באפגניסטן Shia Islam in Lebanon מתואלים Shia LaBeouf שיה לה-באף Shia imams קטגוריה:האימאמים השיעים Shia villages in Palestine שבעת הכפרים Shiatsu שיאצו Shia–Sunni relations יחסי סונים-שיעים Shia–Sunni relations קטגוריה:יחסי סונים-שיעים Shiba Inu שיבה אינו Shibam שיבאם Shibboleth שיבולת Shibley Telhami שיבלי תלחמי Shibli–Umm al-Ghanam שבלי - אום אל-גנם Shibolim שיבולים Shibori שיבורי Shibtu שיבתו Shibumi שיבומי Shibuya שיבויה Shida Kartli כארתלי הפנימית Shield מגן Shield שילד Shield boss בליטת מגן Shielding effect מיסוך גרעיני Shieldmaiden בתולת מגן Shields שילדס Shifra Horn שפרה הורן Shifrin שיפרין Shift register אוגר זיזה Shifta שפתה Shiga Prefecture שיגה Shigella Shigella Shigeru Miyamoto שיגרו מיאמוטו Shigeru Yoshida שיגרו יושידה Shigeyoshi Inoue שיגיושי אינואואה Shih Tzu שי טסו Shijiazhuang שה-ג'יאג'וואנג Shikai shaw משתמש:Shikai shaw Shikaku שיקאקו Shikasta שיקאסטה Shikhin שיחין Shikma Prison בית סוהר שקמה Shikoku שיקוקו Shikotan שיקוטן Shikun Chabad שיכון חב"ד Shikun Lamed שכונת למד Shila of Kefar Tamarta רבי שילא איש כפר תמרתא Shilat שילת Shilka שילקה Shilling שילינג Shilluk people שילוקים Shiloh שילה Shilonite משתמש:שילוני Shilpa Shetty שילפה שטי Shiluach haken שילוח הקן Shim'a שמעה Shim'on משתמש:שמעון נעים Shimabara שימבארה Shimabara Rebellion מרד שימבארה Shimane Prefecture שימאנה Shimazu Takahisa שימאזו טקאהיסה Shimi Tavori שימי תבורי Shimizu S-Pulse players קטגוריה:כדורגלני שימיזו ס-פולסה Shimla שימלה Shimmer and Shine זהבית ופזית Shimon Abuhatzera שמעון אבו חצירא Shimon Abuhatzira שמעון אבו חצירא Shimon Adaf שמעון אדף Shimon Agranat שמעון אגרנט Shimon Avidan שמעון אבידן Shimon Bejarno שמעון בז'רנו Shimon Ben-Shlomo שמעון בן שלמה Shimon Charnuha שמעון צ'רנוחה Shimon Cohen שמעון כהן Shimon Dotan שמעון דותן Shimon Dzigan שמעון דז'יגאן Shimon Even שמעון אבן Shimon Fritz Bodenheimer שמעון בודנהיימר Shimon Garidi שמעון גרידי Shimon Gershon שמעון גרשון Shimon Gershon Rosenberg שמעון גרשון רוזנברג Shimon Glick שמעון גליק Shimon HaTzadik שכונת שמעון הצדיק Shimon Hakham שמעון חכם Shimon Harush שמעון הרוש Shimon Kanovitch שמעון כנוביץ' Shimon Lev שמעון לב Shimon Levinson שמעון לוינזון Shimon Mazeh שמעון מזא"ה Shimon Mizrahi שמעון מזרחי Shimon Ohayon שמעון אוחיון Shimon Peres שמעון פרס Shimon Ratner שמעון לאומי Shimon Schwab שמעון שוואב Shimon Shetreet שמעון שטרית Shimon Sheves שמעון שבס Shimon Shkop שמעון שקופ Shimon Sofer שמעון סופר Shimon Solomon שמעון סולומון Shimon Stein שמעון שטיין Shimon Tzabar שמעון צבר Shimon Ullman שמעון אולמן Shimon Yaakov Gliksberg שמעון יעקב הלוי גליקסברג Shimon ben Lakish ריש לקיש Shimron תל שמרון Shimshit שמשית Shimshon Amitsur שמשון עמיצור Shimshon Dovid Pincus שמשון דוד פינקוס Shimshon Holzman שמשון הולצמן Shimshon Rozen שמשון רוזן Shimshon Tel Aviv F.C. קטגוריה:שמשון תל אביב Shimshon Tel Aviv F.C. שמשון תל אביב Shimshon Tel Aviv F.C. players קטגוריה:כדורגלני שמשון תל אביב Shimshon Unichman שמשון יוניצ'מן Shin ش Shin Bet קטגוריה:שירות הביטחון הכללי Shin Bet שירות הביטחון הכללי Shin Dong-hyuk שין דונג היוק Shin Hirayama מקוטו היראיאמה Shin Kyung-sook שין קיונג-סוק Shin Sang-ok שין סאנג-אוק Shin Se-kyung שין סה-קיונג Shinano River שינאנו Shinar שנער Shinarump Conglomerate קונגלומרט שינארמפ Shindo Renmei שינדו רנמי Shine ניצוצות Shine On Shine On Shine On Brightly Shine on Brightly Shine-Dalgarno sequence רצף שיין דלגרנו Shinee Shinee Shineoncover-300.jpg תמונה:Shineoncover.jpg Shinglef/sandbox דומיטיאנוס Shingles שלבקת חוגרת Shingo Kunieda שינגו קוניידה Shining Path הנתיב הזוהר Shinji Kagawa שינג'י קגאווה Shinji Okazaki שינג'י אוקזאקי Shinjuku שינג'וקו Shinkansen שינקנסן Shinken שינקן Shinsengumi שינסנגומי Shintaro Ishihara שינטרו אישיהארה Shinto קטגוריה:שינטואיזם Shinto שינטו Shinui מפלגת שינוי Shinuy שינוי Shinya Yamanaka שיניה יאמאנקה Shinzo שינזו Shinzō Abe שינזו אבה Shio-Mgvime monastery מנזר שיו-מר'ווימה Ship אונייה Ship class סדרה Ship classes קטגוריה:סדרות של אוניות Ship of Fools ספינת השוטים Ship of Theseus ספינת תסאוס Ship of the line אוניית קו Ship transport שיט Ship types קטגוריה:סוגי כלי שיט Shipbuilding companies קטגוריה:מספנות Shipka Pass מעבר שיפקה Shipman שיפמן Shipping companies קטגוריה:חברות ספנות Ships קטגוריה:אוניות Ships by type קטגוריה:סוגי אוניות מלחמה Ships of the Kriegsmarine קטגוריה:ספינות הקריגסמרינה Ships of the Royal Navy קטגוריה:אוניות מלחמה בריטיות Ships of the Royal Scots Navy קטגוריה:ספינות מלחמה סקוטיות Ships of the Russian Navy קטגוריה:ספינות מלחמה סובייטיות ורוסיות Ships of the Soviet Navy קטגוריה:ספינות הצי הסובייטי Ships of the United States Navy קטגוריה:ספינות מלחמה בצי ארצות הברית Ships of the line קטגוריה:אוניות קו Shipwrecked Shipwrecked Shipwrecking טביעה Shipwrecks קטגוריה:טביעת אוניות Shipyard מספנה Shipyards קטגוריה:מספנות Shir Betar שיר ביתר Shir LaShalom שיר לשלום Shir Tzedek שיר צדק Shir ha-Shirim Rabbah שיר השירים רבה Shir shel yom שיר של יום Shira Geffen שירה גפן Shira Gorshman שירה גורשמן Shira Hadasha שירה חדשה Shira Naor שירה נאור Shira Rishony שירה ראשוני Shirakami-Sanchi שירקאמי-סנצ'י Shiran שירן Shirat HaYam שירת הים Shirat Hasticker שירת הסטיקר Shiraz שיראז Shiraz Tal שירז טל Shirazi שירזי Shire הפלך Shire שייר Shire horse סוס שייר Shiretoko Peninsula שירטוקו Shiri Appleby שירי אפלבי Shiri Maimon שירי מימון Shirin Ebadi שירין עבאדי Shirkuh שרכוה Shirlee Busbee שירלי באסבי Shirley Babashoff שירלי בבשוף Shirley Bassey שירלי באסי Shirley Booth שירלי בות' Shirley Chisholm שירלי צ'יזהולם Shirley Collins שירלי קולינס Shirley Henderson שירלי הנדרסון Shirley Jones שירלי ג'ונס Shirley Kaufman שירלי קאופמן Shirley Knight שירלי נייט Shirley MacLaine שירלי מקליין Shirley Manson שירלי מנסון Shirley Strickland שירלי סטריקלנד Shirley Temple שירלי טמפל Shirley Verrett שירלי ורט Shirly Brener שירלי ברנר Shiron.net שירונט Shirt חולצה Shirts קטגוריה:חולצות Shirvan שירוואן Shish שיש Shishi שישי Shishkin שישקין Shithead שיטהד Shitrit שטרית Shitō-ryū שיטוריו Shiva אבלות Shiva שבעה Shiva שיווה Shiva Shidapu שיבה שידאפו Shiver Shiver Shiviti שיוויתי Shivta שבטה Shizuka Arakawa שיזוקה אראקאווה Shizuoka Prefecture שיזואוקה Shizuoka Shizuoka שיזואוקה Shkedei marak שקדי מרק Shkhara שחארה Shkloŭ שקלוב Shkodran Mustafi שקודראן מוסטפי Shkodër שקודרה Shkumbin שקומבין Shkëlzen Gashi שקאלזן גאשי Shlach פרשת שלח לך Shlisselburg מבצר שליסלבורג Shloime Gertner שלומי גרטנר Shlomi Arbeitman שלומי ארבייטמן Shlomi Avisidris שלומי אביסידריס Shlomi Azulay שלומי אזולאי Shlomi Braha שלומי ברכה Shlomi Dora שלומי דורה Shlomi Edri שלומי אדרי Shlomi Haimy שלומי חיימי Shlomi Koriat שלומי קוריאט Shlomi Shabat שלומי שבת Shlomi Yosef Azulay שלומי אזולאי Shlomif משתמש:Shlomif Shlomit שלומית Shlomit Malka שלומית מלכה Shlomo Amar שלמה משה עמאר Shlomo Amar שלמה עמר Shlomo Arel שלמה אראל Shlomo Argov שלמה ארגוב Shlomo Aronson שלמה אהרונסון Shlomo Artzi שלמה ארצי Shlomo Aviner שלמה אבינר Shlomo Avineri שלמה אבינרי Shlomo Bar שלמה בר Shlomo Baum שלמה באום Shlomo Ben-Ami שלמה בן עמי Shlomo Ben-Haim שלמה בן-חיים Shlomo Ben-Yosef שלמה בן יוסף Shlomo Benizri שלמה בניזרי Shlomo Bentin שלמה בנטין Shlomo Bohbot שלמה בוחבוט Shlomo Breznitz שלמה ברזניץ Shlomo Carlebach קטגוריה:שלמה קרליבך Shlomo Carlebach שלמה קרליבך Shlomo Chanoch Rabinowicz חסידות ראדומסק#האדמו"ר רבי שלמה חנוך הכהן Shlomo Cohen-Tzidon שלמה כהן-צידון Shlomo Cunin שלמה קונין Shlomo Dayan שלמה דיין Shlomo Dovrat שלמה דוברת Shlomo Dykman שלמה דיקמן Shlomo Eliahu שלמה אליהו Shlomo Elyashiv שלמה אלישיב Shlomo Ephraim Luntschitz שלמה אפרים מלונטשיץ Shlomo Ganzfried שלמה גאנצפריד Shlomo Gazit שלמה גזית Shlomo Glickstein שלמה גליקשטיין Shlomo Goren שלמה גורן Shlomo Grofman שלמה גרופמן Shlomo Gronich שלמה גרוניך Shlomo HaKohen שלמה הכהן Shlomo HaKohen of Greece שלמה הכהן Shlomo Halberstam שלמה הלברשטאם Shlomo Halevi Alkabetz שלמה אלקבץ Shlomo Havlin שלמה הבלין Shlomo Heiman שלמה היימן Shlomo Helbrans שלמה הלברנץ Shlomo Hestrin שלמה הסטרין Shlomo Hillel שלמה הלל Shlomo Kalo שלמה קאלו Shlomo Kaplansky שלמה קפלנסקי Shlomo Kluger שלמה קלוגר Shlomo Lahat שלמה להט Shlomo Lahiani שלמה לחיאני Shlomo Lavi שלמה לביא Shlomo Levi שלמה לוי Shlomo Lorincz שלמה לורינץ Shlomo Mintz שלמה מינץ Shlomo Molla שלמה מולה Shlomo Morag שלמה מורג Shlomo Moran שלמה מורן Shlomo Moussaieff שלמה מוסאיוף Shlomo Moussaieff שלמה מוסיוף Shlomo Nosson Kotler שלמה נתן קוטלר Shlomo Perlstein שלמה פרלשטיין Shlomo Pines שלמה פינס Shlomo Pinto שלמה פינטו Shlomo Polachek שלמה פוליצ'ק Shlomo Rabinowicz שלמה הכהן רבינוביץ' Shlomo Rechnitz שלמה יהודה רכניץ Shlomo Riskin שלמה ריסקין Shlomo Rosen שלמה רוזן Shlomo Sand שלמה זנד Shlomo Scharf שלמה שרף Shlomo Shafir שלמה שפיר Shlomo Shamai שלמה שמאי Shlomo Shamir שלמה שמיר Shlomo Shirazi שלמה שירזי Shlomo Shleifer שלמה שליפר Shlomo Sztencl שלמה שטענציל Shlomo Tzemah סולי צמח Shlomo Venezia שלמה ונציה Shlomo Wolbe שלמה וולבה Shlomo Yitzhaki שלמה יצחקי Shlomo Yosef Zevin שלמה יוסף זווין Shlomo Zalman Abel שלמה זלמן אבל Shlomo Zalman Auerbach שלמה זלמן אוירבך Shlomo Zalman Porush שלמה זלמן פרוש Shlomo Zalman Schneersohn שלמה זלמן שניאורסון Shlomo Zalman Shragai שלמה זלמן שרגאי Shlomo Zalman Zoref אברהם שלמה זלמן צורף Shlomo Zemach שלמה צמח Shlomo ben Aderet רשב"א Shlomo-Ya'akov Gross שלמה יעקב גרוס Shlomo-Yisrael Ben-Meir ישראל שלמה בן-מאיר Shlomtzion שלומציון Shlonsky שלונסקי Shluhot שלוחות Shmarya Yehuda Leib Medalia שמריהו יהודה לייב מדליה Shmaryahu Ben-Tzur שמריהו בן-צור Shmaryahu Levin שמריהו לוין Shmaryahu Noah Schneersohn שמריה נח שניאורסון Shmaya שמעיה Shmelke of Nikolsburg שמואל שמלקה הורוביץ Shmendrik שמנדריק Shmil Ben Ari שמיל בן ארי Shmita שמיטה Shmuel שמואל Shmuel Agmon שמואל אגמון Shmuel Ashkenasi שמואל אשכנזי Shmuel Auerbach שמואל אוירבך Shmuel Avital שמואל אביטל Shmuel Ben-Artzi שמואל בן ארצי Shmuel Berenbaum שמואל ברנבוים Shmuel Bornsztain שמואל בורנשטיין Shmuel Bornsztain שמואל יצחק בורנשטיין Shmuel Dayan שמואל דיין Shmuel Dovid Halberstam שמואל דוד הלברשטאם Shmuel Dovid Ungar שמואל דוד אונגר Shmuel Eisenstadt שמואל נח אייזנשטדט Shmuel Eliyahu שמואל אליהו Shmuel Eyal שמואל איל Shmuel Fershko שמואל פרשקו Shmuel Flatto-Sharon שמואל פלאטו-שרון Shmuel Gogol שמואל גוגול Shmuel Gonen שמואל גונן Shmuel HaNavi שמואל הנביא Shmuel HaNavi bus bombing הפיגוע בקו 2 בירושלים Shmuel Hadas שמואל הדס Shmuel Halpert שמואל הלפרט Shmuel Hasfari שמואל הספרי Shmuel Hauser שמואל האוזר Shmuel Hayyim שמואל חיים Shmuel Horowitz שמואל הורביץ Shmuel Joseph Schweig שמואל יוסף שוויג Shmuel Kamenetsky שמואל קמנצקי Shmuel Katz שמואל כץ Shmuel Kozokin שמואל קוזוקין Shmuel Levi שמואל לוי Shmuel Merlin שמואל מרלין Shmuel Mikunis שמואל מיקוניס Shmuel Moreh שמואל מורה Shmuel Niger שמואל ניגר Shmuel Rabinovitch שמואל רבינוביץ Shmuel Rechtman שמואל רכטמן Shmuel Rodensky שמואל רודנסקי Shmuel Rosenthal שמואל רוזנטל Shmuel Rozovsky שמואל רוזובסקי Shmuel Safra שמואל ספרא Shmuel Safrai שמואל ספראי Shmuel Salant שמואל סלנט Shmuel Schneersohn שמואל שניאורסון Shmuel Shilo שמואל שילה Shmuel Shlomo Leiner שמואל שלמה ליינר Shmuel Shoresh שמואל שורש Shmuel Shtrikman שמואל שטריקמן Shmuel Stoller שמואל סטולר Shmuel Tamir שמואל תמיר Shmuel Tankus שמואל טנקוס Shmuel Toledano שמואל טולידאנו Shmuel Winograd שמואל וינוגרד Shmuel Wosner שמואל הלוי וואזנר Shmuel Yanai שמואל ינאי Shmuel Yeivin שמואל ייבין Shmuel Yitzchak Hillman שמואל יצחק הילמן Shmuel Yosef Agnon שמואל יוסף עגנון Shmuel Zakai שמואל זכאי Shmuel Zytomirski שמואל ז'יטומירסקי Shmuel ha-Katan שמואל הקטן Shmuel haBalshan משתמש:Shmuel miSaxonia Shmuley Boteach שמואל בוטח Shmulik Kraus שמוליק קראוס Shmulik Malul שמואל מלול Shmulik Perlman שמואל פרלמן Shnaim Ohazin שניים אוחזין Shnayim mikra ve-echad targum שניים מקרא ואחד תרגום Shneior Lifson שניאור ליפסון Shneur Kotler שניאור קוטלר Shneur Zalman Fradkin שניאור זלמן פרדקין Shneur Zalman of Liadi קטגוריה:שניאור זלמן מלאדי Shneur Zalman of Liadi שניאור זלמן מלאדי Shnili~enwiki משתמש:שנילי Sho שו Sho Dun Festival פסטיבל שוטון Sho'eva שואבה Shoah שואה Shoah Foundation קרן השואה Shoal שרטון Shock הלם Shock Israel's Security תעשה פיגועים תקוף Shock Treatment Shock Treatment Shock absorber בולם זעזועים Shock and awe הלם ומורא Shock collar קולר נגד נביחות Shock value הלם Shock wave גל הלם Shock'n Y'all Shock'n Y'all Shocker שוקר Shocking Blue Shocking Blue Shoe נעליים Shoe brands קטגוריה:מותגי הנעלה Shoe polish משחת נעליים Shoebill מנעלן Shoehorn כף נעליים Shoelace formula נוסחת השרוך Shoelaces שרוך נעל Shoes on the Danube Bank נעליים על הדנובה Shoeshiner מצחצח נעליים Shofar שופר Shofetim פרשת שופטים Shoghi Effendi שוגי אפנדי Shogi שוגי Shogun שוגון Shoham שוהם Shohamit משתמש:Shohamit Shohreh Aghdashloo שוהרה אע'דאשלו Shoichi Yokoi שואיצ'י יוקוי Shokeda שוקדה Shokei Matsui שוקי מטסואי Shokichi Natsui שוקיצ'י נצוי Shokioto22/sandbox איי קיו ועושר האומות Shoko Asahara שוקו אסהארה Shola Ameobi שולה אמאובי Sholem Aleichem שלום עליכם Sholem Asch שלום אש Sholom Dovber Schneersohn שלום דובער שניאורסון Sholom Mordechai Schwadron שלום מרדכי שבדרון Sholom Noach Berezovsky שלום נח ברזובסקי Sholom Rokeach שלום רוקח Sholom Rubashkin שלום רובשקין Sholom Schwadron שלום שבדרון Sholom Schwartzbard שלום שוורצבארד Sholom Secunda שלום סקונדה Shomea k'oneh שומע כעונה Shomer דיני שומרים Shomer Emunim חסידות שומרי אמונים Shomera שומרה Shomrat שמרת Shomria שומריה Shomrim שומרים Shomron Regional Council מועצה אזורית שומרון Shomron Regional Council קטגוריה:מועצה אזורית שומרון Shomron Regional Council תבנית:מועצה אזורית שומרון Shomroni משתמש:Shomroni Shonda Rhimes שונדה ריימס ShondaLand ShondaLand Shontelle שונטל ShoobyD משתמש:ShoobyD Shoot 'Em Up לירות כדי להרוג Shoot the Piano Player תירו בפסנתרן Shootdown יירוט Shooter על הכוונת Shooter video games קטגוריה:משחקי יריות ממוחשבים Shooter's Hill גבעת שוטרז Shooters Island שוטרז Shooting קליעה Shooting an Elephant הריגת פיל Shooting at the Summer Olympics קליעה במשחקים האולימפיים Shooting guard קלע Shooting range מטווח Shooting ranges קטגוריה:מתקני קליעה Shooting script תסריט צילומים Shooting sport ירי ספורטיבי Shooting sports קטגוריה:קליעה Shooting the messenger לירות בשליח Shophet שופט Shopping שופינג Shopping cart עגלת קניות Shopping cart software עגלת קניות Shopping mall מרכז קניות Shopping malls קטגוריה:מרכזי קניות Shopping malls in Israel קטגוריה:ישראל: מרכזי קניות Shops קטגוריה:חנויות Shops in London קטגוריה:לונדון: חנויות Shor's algorithm אלגוריתם שור Shorapani שורפני Shorashim שורשים Shoresh שורש Shorinji Kempo שורינג'י קמפו Short מכירה בחסר Short Circuit תקלה מופלאה Short Cuts תמונות קצרות Short Message Service מסרון Short bowel syndrome תסמונת המעי הקצר Short circuit קצר חשמלי Short film סרט קצר Short films קטגוריה:סרטים קצרים Short gastric arteries עורקי הקיבה הקצרים Short stories קטגוריה:סיפורים קצרים Short stories by Anton Chekhov קטגוריה:סיפורים קצרים מאת אנטון צ'כוב Short stories by Isaac Asimov קטגוריה:סיפורים קצרים מאת אייזק אסימוב Short story סיפור קצר Short story writers קטגוריה:מחברי סיפורים קצרים Short-beaked common dolphin דולפין מצוי קצר חוטם Short-beaked echidna קיפודן נמלים אוסטרלי Short-eared dog שועל קטן אוזן Short-eared owl ינשוף שדות Short-faced bear דוב קצר-פנים Short-finned pilot whale נתב קטן סנפיר Short-range ballistic missile טיל בליסטי לטווח קצר Short-snouted elephant shrew ארכף קצר אף Short-tailed albatross אלבטרוס שטלר Short-tailed mongoose נמייה קצרת זנב Short-tailed parrot תוכי קצר-זנב Short-term effects of alcohol consumption השפעות בטווח קצר של אלכוהול Short-term memory זיכרון לטווח קצר Short-toed snake eagle חיוויאי הנחשים Shortbus שורטבאס Shortcut ויקיפדיה:קיצורי דרך Shortcut תבנית:קיצור דרך Shortcut to Happiness קיצור דרך אל האושר Shorter Jewish Encyclopedia אנציקלופדיה יהודית קצרה בלשון הרוסית Shortfin mako shark עמלץ כחול Shorthand קצרנות Shorts מכנסיים קצרים Shortwave radio גלים קצרים Shosh Atari שוש עטרי Shosha Goren שושה גורן Shoshana שושנה Shoshana Arbeli-Almozlino שושנה ארבלי-אלמוזלינו Shoshana Damari שושנה דמארי Shoshana Felman שושנה פלמן Shoshana Netanyahu שושנה נתניהו Shoshana Parsitz שושנה פרסיץ Shoshanat HaAmakim שושנת העמקים Shoshenq I שישק הראשון Shostka שוסטקה Shot שוט Shot clock שעון זריקות Shot glass כוס שוט Shot heard round the world הירייה שנשמעה ברחבי העולם Shot noise רעש שוט Shot put הדיפת כדור ברזל Shot putters קטגוריה:הודפי כדור ברזל Shot reverse shot Shot Reverse Shot Shota Arveladze שותא ארבלדזה Shota Rustaveli שותא רוסתוולי Shota Rustaveli Peak שותא רוסתוולי Shota Rustaveli Prize פרס שותא רוסתוולי Shotei Hanevuah שוטי הנבואה Shotgun שוטגאן Shotgun sequencing Shotgun sequencing Shotguns קטגוריה:רובי ציד Shotis puri שותי Shotokan שוטוקאן Shotz חסידות שאץ Shoubak שובכ Should be SVG תבנית:SVG Shoulder כתף Shoulder Arms הכתף שק Shoulder dystocia כליאת כתפיים Shoulder-fired missile טיל כתף Shouting Hill מג'דל שמס#גבעת הצעקות Shoval שובל Shoval Gozlan שובל גוזלן Shovavim שובבי"ם Shovel את Shovelnose frog המיסוטיים Show Boat ספינת השעשועים Show Me Love פאקינג אמאל Show and Prove Show and Prove Show business עסקי השעשועים Show business families קטגוריה:משפחות בקולנוע ובטלוויזיה Show jumping קפיצות ראווה Show trial משפט ראווה Showbiz Showbiz Showbiz and A.G. .Showbiz and A.G Showbread לחם הפנים Showcase4.JPG קובץ:Showcase4.jpg Shower מקלחת Shower-curtain effect אפקט וילון המקלחת Showgirls נערות שעשועים Showtek שואוטק Showtime קטגוריה:Showtime Showtime שואוטיים Shpikov חסידות שפיקוב Shpola שפולה Shpongle שפונגל Shpykiv שפיקיב Shraga שרגא Shraga Bar שרגא בר Shraga Bishgada שרגא בישגדא Shraga Feivel Mendlowitz שרגא פייבל מנדלוביץ' Shraga Feivish Hager שרגא פייבוש הגר Shraga Goren שרגא גורן Shraga Weil שרגא ווייל Shraga Weinberg שרגא ויינברג Shrapnel shell רסס Shred guitar שרדינג Shredder שרדר Shredding גיזום Shredding מגרסה Shredy Jabarin שרדי ג'בארין Shree 420 הנודד Shrek קטגוריה:שרק Shrek שרק Shrek תבנית:שרק Shrek 2 שרק 2 Shrek 4-D שרק#שרק 4D Shrek Forever After שרק לנצח Shrek The Musical שרק Shrek the Halls חג המולד של שרק Shrek the Third שרק השלישי Shrew חדפיים Shrew opossum אופוסומים חדפיים Shrews קטגוריה:חדפיים Shrewsbury שרוסברי Shrewsbury cake עוגת שרוסברי Shrike חנקניים Shrike שרייק Shrimp פראון Shrine of Bahá'u'lláh אל-באהג'ה Shrine of the Book היכל הספר Shrine of the Báb מקדש הבאב Shrine of the Three Kings מקדש שלושת האמגושים Shropshire קטגוריה:שרופשייר Shropshire שרופשייר Shroud of Turin תכריכי טורינו Shrub שיח Shrub-steppe בתה עשבונית Shrubs קטגוריה:שיחים Shtefanesht חסידות שטפנשט Shtetl שטעטל Shtetls קטגוריה:עיירות יהודיות Shtiebel שטיבל Shtisel שטיסל Shtreimel שטריימל Shtula שתולה Shtulim שתולים Shu שו Shu'ubiyya שעוביה Shu-Sin שו-סין Shuadit פרובנסלית יהודית Shuafat שועפאט Shuaib-bot user:Shuaib-bot Shubert family משפחת שוברט Shubra El-Kheima שוברא אלח'ימה Shufersal שופרסל Shuhari שו הא רי ShuiliYin פייג' Shuja'iyya שג'אעיה Shuji Nakamura שוג'י נאקאמורה Shuki Levy שוקי לוי Shuki Nagar שוקי נגר Shukr Kuhayl I שוכר כחיל הראשון Shukri al-Quwatli שוכרי אל-קוותלי Shulamit Aloni שולמית אלוני Shulamit Elizur שולמית אליצור Shulamit Lapid שולמית לפיד Shulamit Ran שולמית רן Shulamite השולמית Shulamith Firestone שולמית פיירסטון Shulamith Hareven שולמית הראבן Shulamith Shahar שולמית שחר Shulchan Aruch שולחן ערוך Shulchan Aruch HaRav שולחן ערוך הרב Shulem Moshkovitz שלום מוסקוביץ' Shulgi שולגי Shuli Mualem שולי מועלם-רפאלי Shuli Natan שולי נתן Shuli Rand שולי רנד Shulman שולמן Shumen שומן Shumen Province שומן Shumen Province Novi Pazar נובי פאזאר Shumsk שומסק Shunem שונם Shunga שונגה Shunning חרם חברתי Shunosaurus שונוזאורוס Shunsuke Nakamura שונסוקה נקמורה Shunting עיתוק רכבות Shunyi Olympic Rowing-Canoeing Park פארק החתירה האולימפי שוניי Shuqba שוקבא Shuqba cave מערת שוקבא Shura Cherkassky שורה צ'רקאסקי Shurat HaDin שורת הדין Shuri הפנתר השחור Shuri Castle מצודת שורי Shuriken שוריקן Shuruppak שורופק Shush שוש Shusha שושה Shusha District שושה Shusha Rayon שושה Shushan שושן Shushtar שושתר Shut Up and Drive Shut Up and Drive Shutter Island שאטר איילנד Shutter speed מהירות התריס Shuttle 2.03 מעבורת 2.03 Shuttle America שאטל אמריקה Shuttle Training Aircraft מדמה מעבורת החלל Shuttle-Mir תבנית:תוכנית מיר ומעבורות החלל Shuttle–Mir Program תוכנית מיר ומעבורות החלל Shuva שובה Shuvu Bonim ישיבת שובו בנים Shva שבא Shva שווא Shvut Rachel שבות רחל Shwachman–Diamond syndrome תסמונת שווכמן-דיאמונד Shy Abady שי עבאדי Shy Nobleman שי נובלמן Shy albatross אלבטרוס לבן כיפה Shyang23 User:Shyang23 Shymkent שימקנט Shyness ביישנות Shōgun שוגון Shōhei Ōoka שוהיי אוקא Shōji שוג'י Shōji Nishimura שוג'י נישימורה Shōjirō Iida שוג'ירו איידה Shōjo שוג'ו Shōjo manga קטגוריה:שוג'ו Shōjo manga שוג'ו Shōnen manga קטגוריה:שונן Shōnen manga שונן Shōtōkai שוטוקאי Shōwa period תקופת שווה Shūmei Ōkawa שומיי אוקאוה Si SI Si Satchanalai Historical Park סי סצ'נלאי Si-o-seh pol סי-או-סה פול Sia Furler סיה פרלר Siah שמאל ישראלי חדש Sial סיאל Siamang סיאמנג Siamese Dream Siamese Dream Siamese cat חתול סיאמי Siamese crocodile תנין סיאמי Siamese fighting fish דג קרב סיאמי Siamese fireback פסיון אדום-גב סיאמי Siamun סיאמון Sian Elias שאן אליאס Sian Ka'an סיאן קאאן Sibawayh סיבויה Sibel Kekilli סיבל קקילי Sibelius Academy אקדמיית סיבליוס Siberia סיביר Siberia קטגוריה:סיביר Siberia Airlines Flight 1812 טיסה 1812 של סיביריה איירליינס Siberian Federal District המחוז הפדרלי הסיבירי Siberian Husky האסקי סיבירי Siberian cat חתול סיבירי Siberian crane עגור סיבירי Siberian ibex יעל סיבירי Siberian musk deer מושק סיבירי Siberian roe deer אייל סיבירי Siberian salamander סלמנדרה סיבירית Siberian sturgeon חדקן סיבירי Siberian tiger טיגריס סיבירי Siberian weasel חמוס סיבירי Sibilant עיצורים שורקים Sibiu סיביו Sibiu County סיביו Siblicide קייניזם Sibling אח Sibling filmmakers קטגוריה:במאי קולנוע אחים Siboniso Gaxa סיבוניסו גקסה Sibutramine סיבוטראמין Sibyl סיבילה Sibylle Rauch סיביל ראוך Sibylline Books ספרי הסיבילות Sic semper tyrannis כך תמיד לרודנים Sic transit gloria mundi Sic transit gloria mundi Sicarii סיקריקים Sicherheitsdienst אס דה Sichuan סצ'ואן Sichuan Giant Panda Sanctuaries שמורות הפנדה הענק בסצ'ואן Sichuan Huanglong חואנגלונג Sichuan pepper פלפל סצ'ואן Sichuan takin טאקין סיצ'ואני Sicilia סיקיליה Sicilian Defence הגנה סיציליאנית Sicilian Expedition מסע המלחמה האתונאי לסיציליה Sicilian Mafia המאפיה הסיציליאנית Sicilian Vespers ערבית סיציליאנית Sicilian language סיציליאנית Sicily סיציליה Sicily קטגוריה:סיציליה Sicily Kamarina קמארינה Sicily Ragusa רגוזה Sicily Syracuse סירקוזה Sick building syndrome תסמונת הבניין החולה Sick leave דמי מחלה Sickle מגל Sickle-billed vanga וונגה מגלנית Sickle-cell disease אנמיה חרמשית Sicut Judaeis בעניין היהודים Sicyon סיקיון Sid Bernstein סיד ברנשטיין Sid Caesar סיד סיזר Sid Meier סיד מאייר Sid Meier's Colonization Colonization Sid Vicious סיד וישס Sid and Nancy סיד וננסי Sidamo סידאמו Sidamo Province מחוז סידאמו Siddhartha סידהרתא Siddur סידור Side Effects תופעות לוואי Side cap כובע חיל מצב Side-channel attack התקפת ערוץ צדדי Side-striped jackal תן לבן פס Sidearm משתמש:Sidearm Sidebar משפט זוטא Sideboard מזנון Sidekick סיידקיק Sidekicks ילד הקראטה Sideline reporter שדרן קווים Sidereal year שנת שמש Siderite סידריט Sideritis ברזילון Sideromelane סידרומלן Sideroxylon grandiflorum עץ הדודו Sideshow מופע שוליים Sideshow performers קטגוריה:אמני מופעי שוליים Sidewalk מדרכה Sidewalk astronomy תצפית רחוב Sidewalk chalk גיר Sideways דרכים צדדיות Sidewise Award for Alternate History פרס סיידווייז להיסטוריה חלופית Sidewise Award winners קטגוריה:זוכי פרס סיידווייז Sidi סידי Sidi Bel Abbès סידי בל-עבאס Sidi Fredj Halimi סידי פרג' חלימי Sidi Kacem סידי קאסם Sidi Mohamed Ould Boubacar סידי מוחמד ולד בובכר Sidi Tal סידי טל Siding עקלתון Sidna Ali Mosque סידנא עלי Sidney Altman סידני אלטמן Sidney Bechet סידני בשה Sidney Crosby סידני קרוסבי Sidney Farber סידני פארבר Sidney Franklin סידני פרנקלין Sidney Gilchrist Thomas סידני גילקריסט תומס Sidney Govou סידני גובו Sidney Hillman סידני הילמן Sidney Holland סידני הולנד Sidney Loeb סידני לוב Sidney Lumet סידני לומט Sidney Moncrief סידני מונקריף Sidney Poitier סידני פואטייה Sidney Reilly סידני ריילי Sidney Sheldon סידני שלדון Sidney Smith סידני סמית Sidney Sonnino סידני סונינו Sidon סידון Sidon צידון Sidon Sea Castle מבצר הים בצידון Sidon Synagogue בית הכנסת צידון Sidonie Goossens סידוני גוסנס Sidonius Apollinaris סידוניוס אפולינאריס Sidor Belarsky סידור בלרסקי SieBot משתמש:SieBot Siebemat/sandbox סוף Siebengemeinden קטגוריה:שבע קהילות Siebengemeinden שבע קהילות Siebrand משתמש:Siebrand Siedlce שדליץ Sieg Heil זיג הייל Siegbert Tarrasch זיגברט טאראש Siegburg זיגבורג Siege מצור Siege engine טקטיקת מצור Siege engines קטגוריה:כלי מצור Siege of Acre המצור על עכו Siege of Antioch המצור על אנטיוכיה Siege of Antwerp המצור על אנטוורפן Siege of Ascalon המצור על אשקלון Siege of Badajoz המצור על בדחוס Siege of Baghdad נפילת בגדאד Siege of Bastogne המצור על בסטון Siege of Belgrade המצור על בלגרד Siege of Cawnpore המצור על קאנפור Siege of Constantinople המצור הערבי הראשון על קונסטנטינופול Siege of Constantinople המצור הערבי השני על קונסטנטינופול Siege of Corinth המצור על קורינת' Siege of Delhi המצור על דלהי Siege of Dubrovnik המצור על דוברובניק Siege of Edessa המצור על אדסה Siege of Gaza המצור על עזה Siege of Harfleur המצור על ארפלר Siege of Izmail כיבוש איזמאיל Siege of Jerusalem המצור על ירושלים Siege of Kut המצור על כות Siege of Leningrad המצור על לנינגרד Siege of Lilybaeum המצור על ליליבאום Siege of Lucknow המצור על לאקנאו Siege of Malta המצור על מלטה Siege of Massilia המצור על מאסיליה Siege of Maubeuge המצור על מובז' Siege of Ochakov מצור אוצ'קוב Siege of Odessa המצור על אודסה Siege of Pilsen קרב פילזן Siege of Przemyśl המצור על פשמישל Siege of Rouen המצור על רואן Siege of Saguntum פרשת סגונטום Siege of Sevastopol המצור על סבסטופול Siege of Sparta המצור על ספרטה Siege of Stralsund המצור על שטרלזונד Siege of Syracuse המצור על סירקוסאי Siege of Tobruk המצור על טוברוק Siege of Toulon המצור על טולון Siege of Tsingtao המצור על צ'ינגדאו Siege of Tyre המצור על צור Siege of Yodfat יודפת Siege of Yorktown קרב יורקטאון Siege tower מגדל מצור Siege warfare קטגוריה:מצור Siegel סיגל Siegen זיגן Sieges קטגוריה:מצורים Sieges of Gibraltar תבנית:המצורים על גיברלטר Siegfried זיגפריד Siegfried & Roy זיגפריד ורוי Siegfried Gumbel זיגפריד גומבל Siegfried Handloser זיגפריד הנדלוזר Siegfried Jacobsohn זיגפריד יעקבזון Siegfried Kracauer זיגפריד קרקאואר Siegfried Lehman זיגפריד להמן Siegfried Lenz זיגפריד לנץ Siegfried Line קו זיגפריד Siegfried Marcus זיגפריד מרכוס Siegfried Palm זיגפריד פאלם Siegfried Reginald Wolf זיגפריד וולף Siegfried Sassoon סיגפריד ששון Siegmund George Warburg זיגמונד ג'ורג' ורבורג Siem de Jong סים דה יונג Siemens סימנס Siemens קטגוריה:סימנס Siemens Arena סימנס ארנה Siemens Velaro סימנס ולארו Siemens Viaggio Light סימנס ויאג'ו לייט Siemiatycze סמיאטיץ' Siena סיינה Siena קטגוריה:סיינה Sieniawa שיניאווה Sienna Guillory סיינה גילורי Sienna Miller סיינה מילר Sieradz שייראדז Sierpc שרפץ Sierpinski triangle משולש שרפינסקי Sierpiński space מרחב שרפינסקי Sierra סיירה Sierra Club מועדון סיירה Sierra Entertainment Sierra Entertainment Sierra Entertainment קטגוריה:Sierra Entertainment Sierra Leone סיירה לאון Sierra Leone קטגוריה:סיירה לאון Sierra Leone Bo בו Sierra Leone at the Olympics סיירה לאון במשחקים האולימפיים Sierra Leone at the Paralympics סיירה לאון במשחקים הפאראלימפיים Sierra Leone national football team נבחרת סיירה לאון בכדורגל Sierra Leonean footballers קטגוריה:כדורגלנים מסיירה לאון Sierra Leonean leone ליאון Sierra Leonean people קטגוריה:סיירה לאון: אישים Sierra Maestra סיירה מאסטרה Sierra National Forest היער הלאומי סיירה Sierra Nevada סיירה נבדה Siesta שנת צהריים Siete Partidas סייטה פארטידס Sieur de La Salle René-Robert Cavelier אדון לה-סאל רנה-רובר קוואלייה Sieve of Eratosthenes הנפה של ארטוסתנס Sievert זיוורט Sievierodonetsk סוורודונצק Sif סיף Sifaka סיפאקה Sifan Hassan סיפאן חסן Sifnos סיפנוס Sifra ספרא Sifre ספרי Sigal Avin סיגל אבין Sigal Prishtina סיגל פרישטינה Sigalit Landau סיגלית לנדאו Sigbjørn Obstfelder סיגביורן אובסטפלדר Sigd סיגד Sigeberht the Good מלך אסקס סיגברט השני Sigeberht the Little מלך אסקס סיגברט הראשון Sigebert סיגברט Sigeric זיגריק Siget חסידות סיגט Sigfrid Edström זיגפריד אדסטרם Sighere of Essex מלך אסקס סיגהרה Sighetu Marmației סיגט Sighișoara סיגישוארה Sight כוונת Sight & Sound Sight & Sound Sighthound כלבי רוח Sigiriya סיגירייה Sigismondo d'India סיג'יזמונדו ד'אינדיה Sigismund I the Old מלך פולין זיגמונט הראשון Sigismund II Augustus זיגמונט השני אוגוסט Sigismund III Vasa זיגמונט השלישי ואזה Sigismund's Column עמוד המלך זיגמונט Sigiswald Kuijken סיגיסוולד קאוקן Sigler סיגלר Sigma סיגמא Sigma Orionis סיגמא באוריון Sigma Xi Sigma Xi Sigma additivity סיגמא-אדיטיביות Sigma bond קשר סיגמא Sigma-algebra סיגמא-אלגברה Sigmaringen זיגמרינגן Sigmaringen Castle טירת זיגמרינגן Sigmoidoscopy סיגמואידוסקופיה Sigmund Freud זיגמונד פרויד Sigmund Jähn זיגמונד יאן Sigmund Mogulesko זיגמונד מוגולסקו Sigmundur Davíð Gunnlaugsson סיגמונדור דויד גונלאוגסון Sign convention מוסכמת סימן Sign function סימן Sign language שפת סימנים Sign languages קטגוריה:שפות סימנים Sign of the cross הצטלבות Sign of the horns מאנו קורנוטה Signage קטגוריה:שלטים Signaj90/sandbox2 נצרות Signal אות Signal איתות Signal cables קטגוריה:כבלי תקשורת Signal compression דחיסת אותות Signal corps חיל קשר Signal lamp מנורת איתות Signal processing עיבוד אותות Signal processing קטגוריה:עיבוד אותות Signal transduction מעבר אותות Signal-to-noise ratio יחס אות לרעש Signal-to-quantization-noise ratio יחס אות לרעש קוונטיזציה SignalR SignalR Signaller אלחוטאי Signalling System No. 7 SS7 Signals intelligence מודיעין אותות Signals intelligence קטגוריה:מודיעין אותות Signatories of the Israeli Declaration of Independence קטגוריה:חותמי מגילת העצמאות Signature חתימה Signature dish מנת דגל Signatures עזרה:חתימה Signed Sealed Delivered Signed Sealed Delivered Signers of the U.S. Declaration of Independence תבנית:חותמי הכרזת העצמאות של ארצות הברית Signers of the United States Declaration of Independence קטגוריה:האבות המייסדים של ארצות הברית Signetics סיגנטיקס Signify Signify Signs Signs Signs סיינס Signs of a Struggle Signs of a Struggle Sigourney Weaver סיגורני ויבר Sigrid Undset סיגריד אונדסט Sigsbee Deep תהום סיגסבי Sigulda סיגולדה Sigur Rós סיגור רוס Siguranța סיגורנצה Sigurd II of Norway מלך נורווגיה זיגורד השני Sigurd the Crusader מלך נורווגיה זיגורד הראשון Sigurdsson סיגורדסון Sigurður Ingi Jóhannsson סיגורדור אינגי יוהנסון Sihon סיחון Sijilmasa סיג'ילמסה Sika deer אייל סיקה Sikhism סיקיזם Sikhism קטגוריה:סיקיזם Sikhote-Alin סיחוטה-אלין Sikhote-Alin meteorite מטאוריט סיחוטה-אלין Sikkim סיקים Sikorsky Aircraft סיקורסקי Sikorsky CH-53 Sea Stallion CH-53 סי סטאליון Sikorsky H-19 Chickasaw סיקורסקי S-55 Sikorsky H-34 סיקורסקי S-58 Sikorsky Ilya Muromets איליה מורומץ Sikorsky UH-60 Black Hawk UH-60 בלק הוק Sikorsky aircraft קטגוריה:סיקורסקי Sikrikim סיקריקים Silage תחמיץ Silas Aaron Hardoon סאלח חרדון Silas Marner סילס מרנר Silas Talbot סיילס טולבוט Silat ad-Dhahr סילת א-ד'אהר Silat al-Harithiya סילת אל-חארית'יה Silberschlag זילברשלג Sildenafil ויאגרה Silence Silence Silence שקט Silence/FA2 ויקיפדיה:ערכים מומלצים Silence/ID תכנון תבוני Silencer משתיק Silene ציפרנית Silent Holocaust השואה השקטה Silent Movie סרט אילם Silent Night Silent Night Silent Spring אביב דומם Silent disco מסיבת אוזניות Silent film קטגוריה:ראינוע Silent film ראינוע Silent film actors קטגוריה:שחקני ראינוע Silent film directors קטגוריה:במאי ראינוע Silent films קטגוריה:סרטים אילמים Silent letter אות שותקת Silent majority הרוב הדומם Silent mutation מוטציה שקטה Silentó סיילנטו Sileshi Sihine סילשי סיהינה Silesia שלזיה Silesian Voivodeship קטגוריה:שלזיה Silesian Voivodeship שלזיה Silesian Voivodeship Kromołów קרומולוב Silesian Voivodeship Pilica פיליצה Silesian Voivodeship Żarnowiec ז'רנובייץ Silesian Wars המלחמות השלזיות Silesian language שלזית Silhouette צללית Silica fume מיקרו-סיליקה Silica gel סיליקה ג'ל Silicate סיליקט Silicate minerals מינרלים סיליקטיים Silicate minerals קטגוריה:מינרלים סיליקטיים Silicic acid חומצה צורנית Silicon צורן Silicon Valley עמק הסיליקון Silicon Valley קטגוריה:עמק הסיליקון Silicon Wadi סיליקון ואדי Silicon carbide צורן קרביד Silicon dioxide צורן דו-חמצני Silicone סיליקון Silistra סיליסטרה Silistra Province סיליסטרה Silius Italicus סיליוס איטליקוס Silk משי Silk סילק Silk Road Silk Road Silk Road דרך המשי SilkAir סילק אייר SilkAir Flight 185 טיסה 185 של סילק אייר Silkeborg Museum מוזיאון סילקבורג Silkie משי Silkwood סילקווד Silky anteater דוב נמלים זוטי Silky shark כריש משי Silky sifaka סיפאקה לבנה Sill סיל Sillimanite סילימניט Sillman סילמן Sills קטגוריה:סילים Silly Things ויקיפדיה:הומור Silly rabbit/Sandbox/Exterior algebra מכפלת וודג' Silly rabbit/Sandbox/Parallel transport טרנספורט מקבילי Silly rabbit/Vector וקטור Silly season עונת המלפפונים Silo ממגורה Silo סילו Siloam קטגוריה:סילואן Siloam inscription כתובת השילוח Siloam tunnel נקבת השילוח Silovik סילוביקי Silphidae קברניתיים Silphidae קטגוריה:קברניתיים Silt טין Siltstone אבן טין Silurian סילור Siluriformes קטגוריה:שפמנונאים Silva סילבה Silvan Shalom סילבן שלום Silver כסף Silver סילבר Silver Age of Comic Books תור הכסף של הקומיקס Silver Age of Russian Poetry תור הכסף בשירה הרוסית Silver Legion of America הלגיון הכסוף של אמריקה Silver Linings Playbook אופטימיות היא שם המשחק Silver Marlin סילבר מרלין Silver Sable סילבר סייבל Silver Samurai הסמוראי הכסוף Silver Star כוכב הכסף Silver Surfer הגולש הכסוף Silver Y פלוסית גמה Silver arowana גרום-לשון דו-ביני Silver gull שחף כסוף Silver halide הליד כסף Silver iodide יודיד הכסף Silver nanoparticle מי כסף Silver nitrate כסף חנקתי Silver ratio יחס הכסף SilverHawks נצי הכסף Silverchair סילברצ'ייר Silverfish זנבזיף כספי Silverman זילברמן Silvery gibbon גיבון כסוף פרווה Silvery mole-rat חולד כסוף Silvery-cheeked hornbill קלאו כסוף-קרן Silvestre Varela סילבסטרה וארלה Silvestro Lega סילבסטרו לגה Silvi Jan סילבי ז'אן Silvia Cartwright סילביה קרטרייט Silvia Marcovici סילביה מרקוביץ' Silvia Neid סילביה נייד Silvia Poll סילביה פול Silvio Berlusconi סילביו ברלוסקוני Silvio Marzolini סילביו מרסוליני Silvio Micali סילביו מיקאלי Silvio Piola סילביו פיולה Silviu Brucan סילביו ברוקאן Silviu Lung Jr. סילביו לונג SilvonenBot משתמש:SilvonenBot Silwad סילואד Silwan סילואן Silwan necropolis מערות קבורה בנחל קדרון Silybum גדילן מצוי Silybum marianum גדילן מצוי Sim Shalom ברכת שים שלום SimCity SimCity SimCity סים סיטי Sima סימה Sima Qian סה-מה צ'יאן Sima Samar סימה סאמר Simaniya author תבנית:סימניה סופר Simaroubaceae קטגוריה:סימרוביים Simas Jasaitis סימאס יסאיטיס Simba סימבה Simca סימקה Simca 1307 טלבו סולרה Simcha Barbiro שמחה ברבירו Simcha Blass שמחה בלאס Simcha Bunim Alter שמחה בונים אלתר Simcha Bunim of Peshischa שמחה בונים מפשיסחה Simcha Dinitz שמחה דיניץ Simcha Elberg שמחה עלברג Simcha Friedman שמחה פרידמן Simcha Holtzberg שמחה הולצברג Simcha Jacobovici שמחה יעקובוביץ' Simcha Rotem שמחה רותם Simcha Zissel Ziv שמחה זיסל זיו Simcha Zorin שלום זורין Simchah ben Abraham Calimani שמחה קאלימאני Simchat Beit HaShoeivah שמחת בית השואבה Simchat Torah שמחת תורה Simele massacre טבח סימל Simen Agdestein סימן אגדסטין Simeon שמעון Simeon שמעון הקדוש Simeon Kayyara שמעון קיירא Simeon Saxe-Coburg-Gotha סימאון סקסקובורגותסקי Simeon Shezuri רבי שמעון שזורי Simeon Simeonov סמיון סמיונוב Simeon bar Yochai רבי שמעון בר יוחאי Simeon ben Azzai בן עזאי Simeon ben Eleazar רבי שמעון בן אלעזר Simeon ben Gamliel רבן שמעון בן גמליאל הזקן Simeon ben Gamliel II רבן שמעון בן גמליאל Simeon ben Hillel שמעון בן הלל Simeon ben Menasya רבי שמעון בן מנסיא Simeon ben Shetach שמעון בן שטח Simeon ben Zemah Duran שמעון בן צמח דוראן Simeon ben Zoma בן זומא Simeon of Moscow נסיך מוסקבה סימאון Simeon the Just שמעון הצדיק Simeon the Yemenite שמעון התימני Simetrical משתמש:סימטריקל Simetrical/Interwiki test User:Simetrical/Interwiki test 1 Simetrical/Slow page with no history ג'ורג' ווקר בוש Simferopol סימפרופול Simha Babah שמחה בבה Simha Erlich שמחה ארליך Simha Flapan שמחה פלפן Simha of Speyer שמחה משפיירא Simhah Pinsker שמחה פינסקר Simhah ben Samuel of Vitry שמחה בן שמואל מוויטרי Simian אנתרופואידים Similar triangles דמיון משולשים Similarity דמיון Simile דימוי Similitude דמיות Simion Bughici סימיון בוגיץ' Simlai רבי שמלאי Simmias of Thebes סימיאס Simmons סימונס Simo Häyhä סימו הייהה Simokon/sandbox/Flowers פרחים בעליית הגג Simon סיימון Simon & Garfunkel סיימון וגרפונקל Simon & Garfunkel songs קטגוריה:שירי סיימון וגרפונקל Simon Abkarian סימון אבקריאן Simon Baker סיימון בייקר Simon Bamberger סיימון במברגר Simon Baron-Cohen סיימון ברון-כהן Simon Bird סיימון בירד Simon Callow סיימון קאלו Simon Carmiggelt סימון קרמיחלט Simon Cowell סיימון קאוול Simon Davies סיימון דייוויס Simon Dubnow שמעון דובנוב Simon Frug שמעון פרוג Simon Ghahary סיימון גאהארי Simon Halkin שמעון הלקין Simon Helberg סיימון הלברג Simon I שמעון השני Simon II שמעון השני Simon Janashia Museum of Georgia מוזיאון סימון ג'נשיה Simon Kjær סימון קיאר Simon Kuznets סיימון קוזנץ Simon Le Bon סיימון לה-בון Simon Levin סיימון אשר לוין Simon Magus שמעון הקוסם Simon Mayr יוהאן סימון מאייר Simon McBurney סיימון מקברני Simon Mignolet סימון מיניולה Simon Neil סיימון ניל Simon Pegg סיימון פג Simon Poulsen סימון פאולסן Simon Ramo סימון רמו Simon Rattle סיימון ראטל Simon Rolfes סימון רולפס Simon Rosendale שמעון רוזנדייל Simon Russell Beale סיימון ראסל ביל Simon Says הרצל אמר Simon Schama סיימון שאמה Simon Sebag Montefiore סיימון סבאג מונטיפיורי Simon Shaheen סימון שאהין Simon Singh סיימון סינג Simon Sudbury סיימון סדברי Simon Thassi שמעון התרסי Simon Ungar שמעון אונגר Simon Vouet סימון וואה Simon Wiesenthal שמעון ויזנטל Simon Wiesenthal Center מרכז שמעון ויזנטל Simon Williams סיימון ויליאמס Simon Woods סיימון וודס Simon Yakovlevich Rosenbaum שמשון רוזנבאום Simon Zoller סימון צולר Simon bar Giora שמעון בר גיורא Simon bar Kokhba בר כוכבא Simon of Cyrene שמעון מקירנה Simon of Trent עלילת דם#עלילת סימון מטרנטו Simon the Sorcerer שוליית המכשף Simon the Zealot שמעון הקנאי Simon van der Meer סימון ואן דר מיר Simon von Lämel שמעון אדלר למל Simon's Town סיימונס טאון Simona Amânar סימונה אמנאר Simona Halep סימונה האלפ Simona Păucă סימונה פאוקה Simonas Daukantas סימונס דאוקנטס Simone סימון Simone Biles סימון ביילס Simone Bitton סימון ביטון Simone Laudehr סימון לאודר Simone Luzzatto שמחה לוצאטו Simone Martini סימונה מרטיני Simone Pepe סימונה פפה Simone Perrotta סימונה פרוטה Simone Pianigiani סימונה פיאניג'יאני Simone Signoret סימון סיניורה Simone Simons סימון סימונס Simone Veil סימון וייל Simone Weil סימון וייל Simone Young סימון יאנג Simone de Beauvoir סימון דה בובואר Simonetta Sommaruga סימונטה סומרוגה Simonetta Vespucci סימונטה וספוצ'י Simonians סימוניזם Simonides of Ceos סימונידאס Simonmar/Haskell Haskell Simonov סימונוב Simonov Monastery מנזר סימינוב Simonson סימונסון Simony סימוניה Simorgh סימורג Simpe תורמוס צר עלים Simpe/sandbox תורמוס צר עלים Simple API for XML Simple API for XML Simple English אנגלית פשוטה Simple English Wikipedia ויקיפדיה באנגלית פשוטה Simple Mail Transfer Protocol Simple Mail Transfer Protocol Simple Minds סימפל מיינדס Simple Network Management Protocol Simple Network Management Protocol Simple Plan סימפל פלאן Simple aromatic ring קטגוריה:טבעות ארומטיות פשוטות Simple eye in invertebrates עינית Simple function פונקציה פשוטה Simple group חבורה פשוטה Simple living חיים פשוטים Simple living קטגוריה:חיים פשוטים Simple machine מכונה פשוטה Simple machines קטגוריה:מכונות פשוטות Simple module מודול פשוט Simple partial seizure פרכוס חלקי פשוט Simple pendulum.jpg תמונה:Simple pendulum.jpg Simple random sample מדגם מקרי פשוט Simple ring חוג פשוט Simplex סימפלקס Simplex algorithm שיטת הסימפלקס Simplicissimus זימפליציסימוס Simply Red סימפלי רד Simply connected space מרחב פשוט קשר Simpson סימפסון Simpson's paradox פרדוקס סימפסון Simpsons Roasting on an Open Fire Simpsons Roasting on an Open Fire Sims סימס Simson line משפט סימסון Simulacrum סימולאקרה Simulated reality מציאות וירטואלית Simulation סימולציה Simulation קטגוריה:סימולציה Simulation video game סימולציות ניהול ממוחשבות Simulation video games קטגוריה:משחקי סימולציה ממוחשבים Simultaneous exhibition משחק סימולטני Simuna רב סימונא Simurgh סימורג Simvastatin סימבסטטין Simão Sabrosa סימאו סברוסה Siméon Denis Poisson סימאון דני פואסון Simón Bolívar סימון בוליבר Simón Bolívar International Airport נמל התעופה הבינלאומי סימון בוליבר Simón de Colonia סימון מקלן Sin חטא Sin סין Sin City עיר החטאים Sin City: A Dame to Kill For עיר החטאים: עלמה להרוג Sin offering קורבן חטאת Sin'ichirō Tomonaga שינאיצ'ירו טומונאגה Sin-Muballit סין-מובליט Sin-shumu-lishir סין-שום-לישיר Sina סינה Sina Weibo Weibo Sina-1 סינה 1 Sinai סיני Sinai Avshalom אבשלום Sinai Interim Agreement הסכם הביניים בין ישראל למצרים 1975 Sinai Netiv HaAsara נתיב העשרה Sinai Peninsula סיני Sinai Peninsula קטגוריה:סיני Sinai University אוניברסיטת סיני Sinai agama חרדון סיני Sinai and Palestine Campaign המערכה על סיני וארץ ישראל במלחמת העולם הראשונה Sinai insurgency המלחמה בטרור בסיני Sinai leopard נמר סיני Sinai rosefinch ורדית סיני Sinaia סינאיה Sinaia Monastery מנזר סינאיה Sinaloa סינלואה Sinaloa Cartel קרטל סינלואה Sinan Bolat סינאן בולאט Sinan Erdem Dome היכל סינאן ארדם Sinan Kurt זינאן קורט Sinapis חרדל Sinapis arvensis חרדל השדה Sinatle Stadium אצטדיון סינתלה Sinatra & Company Sinatra & Company Sinatra Doctrine דוקטרינת סינטרה Sinatra Sings Great Songs from Great Britain Sinatra Sings Great Songs from Great Britain Sinatra Swings Swing Along With Me Sinatra and Strings Sinatra and Strings Sinatra and Swingin' Brass Sinatra and Swingin' Brass Sinatra at the Sands Sinatra At The Sands Sinatra's Sinatra Sinatra's Sinatra Sinatra's Swingin' Session!!! Sinatra's Swingin' Session!!! Sinatra–Basie: An Historic Musical First Sinatra-Basie Sinbad the Sailor סינבד Sinc function Sinc Since I've Been Loving You Since I've Been Loving You Sinclair סינקלייר Sinclair Lewis סינקלר לואיס Sindarin סינדארין Sindh Hyderabad היידראבאד Sindh ibex יעל סינדי Sindhi language סינדהי Sine סינוס Sine qua non תנאי בל יעבור Sinestro סינסטרו Sinestro Corps Cover.jpg קובץ:Sinestro Corps Cover.jpg Sinestro Corps War גרין לנטרן: מלחמת חיל סינסטרו Sinestro corps.jpg קובץ:Sinestro corps.jpg Sinfonia סינפוניה Sinfonietta סינפונייטה Sing Sing Sing Sing סינג סינג Sing When You're Winning Sing When You're Winning Sing and Dance with Frank Sinatra Swing and Dance with Frank Sinatra Sing-along שירה בציבור Singapore סינגפור Singapore קטגוריה:סינגפור Singapore Airlines סינגפור איירליינס Singapore Armed Forces הכוחות המזוינים של סינגפור Singapore Changi Airport נמל התעופה סינגפור צ'נגי Singapore Declaration הצהרת סינגפור Singapore National Library הספרייה הלאומית Singapore National Pledge שבועת הנאמנות הלאומית של סינגפור Singapore Sling סינגפור סלינג Singapore Strait מצר סינגפור Singapore Zoo גן החיות של סינגפור Singapore at the Olympics סינגפור במשחקים האולימפיים Singapore at the Paralympics סינגפור במשחקים הפאראלימפיים Singapore dollar דולר סינגפורי Singapore national basketball team נבחרת סינגפור בכדורסל Singapore national football team נבחרת סינגפור בכדורגל Singaporean cuisine קטגוריה:המטבח הסינגפורי Singaporean culture קטגוריה:סינגפור: תרבות Singaporean people קטגוריה:סינגפורים Singaporean politicians קטגוריה:פוליטיקאים סינגפורים Singaporean sportspeople קטגוריה:ספורטאים סינגפורים Singel סינגל Singer זינגר Singer Building בניין סינגר Singer-songwriter זמר-יוצר Singer-songwriters קטגוריה:זמרים-יוצרים Singerde/Smithsonian סמית'סוניאן Singers קטגוריה:זמרים Singers by genre קטגוריה:זמרים לפי סגנון Singers by language קטגוריה:זמרים לפי שפה Singers by nationality קטגוריה:זמרים לפי מוצא Singers from Georgia קטגוריה:זמרים גאורגים Singers with a four-octave vocal range קטגוריה:זמרים בעלי מנעד קולי של 4 אוקטבות Singh סינג Singin' in the Rain שיר אשיר בגשם Singing זמרה Singing קטגוריה:זמרה Singing competitions קטגוריה:תחרויות זמר Singing game שיר משחק Singing sand חול מזמר Singing telegram מברק מזמר Single סינגל Single Ladies Single Ladies Single malt whisky סינגל מאלט ויסקי Single parent משפחה חד-הורית Single person פנויים פנויות Single point of failure נקודת כשל בודדת Single sign-on SSO Single transferable vote הקול היחיד הנייד Single transverse palmar crease קו סימיאני Single-camera setup מצלמה יחידה Single-elimination tournament שיטת גביע Single-entry bookkeeping system הנהלת חשבונות חד-צדית Single-gender schools קטגוריה:חינוך חד-מיני Single-index model מודל האינדקס היחיד Single-lens reflex camera מצלמת רפלקס Single-nucleotide polymorphism SNP Single-page application יישומי דף יחיד Single-photon emission computed tomography טומוגרפיית פליטת פוטון בודד Single-sex education הפרדה בין בנים לבנות בחינוך Singles קטגוריה:סינגלים Singles: Original Motion Picture Soundtrack סינגלס Singlet state סינגלט Singleton יחידון Singleton סינגלטון Singleton bound חסם סינגלטון Singleton pattern תבנית Singleton Singlish סינגליש Singspiel זינגשפיל Singular cardinals hypothesis השערת המונה החריג Singular function פונקציה סינגולרית Singular homology חבורות ההומולוגיה Singular value decomposition פירוק לערכים סינגולריים Singularity Singularity Singularity סינגולריות Singularity University אוניברסיטת הסינגולריות Sinharaja Forest Reserve שמורת יער סינהראג'ה Siniora Plan תוכנית שבע הנקודות Sinister סיניסטר Sinister Six ששת המרושעים Siniša Mihajlović סינישה מיכאילוביץ' Sinj סיני Sinjar סינג'אר Sinjar Mountains הרי סינג'אר Sinjil סינג'יל Sink כיור Sinkhole בולען Sinking of Dongfang zhi Xing טביעת המעבורת דונג פאנג ג'ה שינג Sinking of MV Sewol טביעת המעבורת MV Sewol Sinking of the Rainbow Warrior הטבעת האונייה ריינבו וורייר Sinn Féin שין פיין Sino-Indian War מלחמת הודו-סין Sino-Soviet border conflict סכסוך הגבולות הסיני-סובייטי Sino-Soviet split הפיצול הסיני-סובייטי Sino-Tibetan languages קטגוריה:שפות סינו-טיבטיות Sino-Tibetan languages שפות סינו-טיבטיות Sino-Vietnamese War מלחמת סין-וייטנאם Sinoatrial node קשר הגת והפרוזדור Sinologists קטגוריה:חוקרי סין Sinope סינופה Sinopec סינופק Sinornithosaurus סינאורניתוזאורוס Sinosauropteryx סינוזאורופטריקס Sinsemilia סינסמיליה Sinsharishkun סין-שר-אישכון Sinsheim Auto & Technik Museum מוזיאון הרכב והטכנולוגיה בזינסהיים Sint Eustatius סנט אוסטטיוס Sint Maarten סנט מארטן Sint Maarten national football team נבחרת סנט מארטן בכדורגל Sint-Jans-Molenbeek מולנבק Sint-Petrus-en-Pauluskerk כנסיית פטרוס ופאולוס הקדושים Sintayehu Sallallich סינטהיו סלליך Sintering סינטור Sinterklaas סינטרקלאס Sintra סינטרה Sinus סינוס Sinus Fidei מפרץ האמון Sinusitis סינוסיטיס Sinéad Cusack שינייד קיוזאק Sinéad O'Connor שינייד או'קונור Siobhan Finneran שיבון פינרן Siobhan Paton שיבון פטון Siona Shimshi ציונה שמשי Sioux סו Siouxsie and the Banshees סוזי והבנשיז Sipahi סיפאהים Siphiwe Tshabalala סיפיווה טשאבאלאלה Siphon סיפון Siphonopidae סיפונופידיים Sippar סיפר Sippel2707 משתמש:Sippel2707 Sir סר Sir Cloudesley Shovel II/Sandbox ראש ממשלת בריטניה Sir John Soane's Museum מוזיאון סואן Sir Launfal סר לנפל Sir Lionel סר ליונל Sir Patrick Spens סר פטריק ספנס Sir Thomas Lipton Trophy גביע סר תומאס ליפטון Sir Thopas השירה על סר טופז SirQuill/sandbox מקבילון Sirach בן סירא Siraj Nassar סיראז' נסאר Sirajuddin of Perlis טואנקו סייד סירג'ודין Siren סירנה Sirene גבינה בולגרית Sirenia סירניה Sirenia תחשאים Sirenians קטגוריה:תחשאים Sirenidae סירניים Siret סירט Sirhan Sirhan סירחאן סירחאן Siri Siri Siri Hustvedt סירי הוסטוודט Sirikit סיריקיט קיטיאקארה Sirimavo Bandaranaike סירימאבו בנדרנאיקה Sirius סיריוס Sirkka Turkka סירקה טורקה Sirmione סירמיונה Sirolimus רפמיצין Sirona סירונה Sirota סירוטה Sirtaki סירטאקי Sirte סירת Sirtex סירטקס Sirtuin סירטואין Siruguri/Sandbox/Rahm Emanuel רם עמנואל Sirusho סירושו Siruv כתב סירוב Siryn סיירין Sisera סיסרא Sisera's mother אם סיסרא Sisillius סיסיליוס Sisillius I סיסיליוס הראשון Sisimiut סיסימיוט Sissi סיסי Sissy Spacek סיסי ספייסק Sistan and Baluchestan Province סיסתאן ובלוצ'סתאן Sistema סיסטמה Sistema de Inteligencia Nacional קהילת המודיעין הארגנטינאית Sister Act הנזירות בלוז Sister Bliss אילה בן-טובים Sister project links תבנית:מיזמים Sisters of Mercy of St. Borromeo האחיות הבורומאיות Sisters of Nazareth convent – Shefa-Amr מנזר וכנסיית אחיות נצרת Sistine Chapel הקפלה הסיסטינית Sistine Chapel ceiling תקרת הקפלה הסיסטינית Sistrum סיסטרום Sisymbrium תודרה Sisyphus סיזיפוס Sit-up כפיפת בטן Sita סיטה Sitagliptin סיטאגליפטין Sitar סיטאר Sitatunga קודו הביצות Sitcom סיטקום Sitcom קומדיית מצבים Sitcoms קטגוריה:קומדיות מצבים Site enhancement oil סינטול Site map מפת אתר Site-directed mutagenesis מוטגנזה מכוונת Siteswap סייטסוואפ Sith סית' Sitra סיתרה Sitria סתריה Sittard-Geleen סיטרד-חליין Sitting ישיבה Sitting קטגוריה:ישיבה Sitting Bull פר רובץ Sitting Targets Sitting Targets Sittuyin סיטויין Situation Room חדר המצב Situational leadership theory תאוריית המנהיגות המצבית Situationism סיטואציוניזם Situs inversus סיטוס אינברסוס Sitz im Leben מושב בחיים Siumut סיומוט Siv Jensen סיב ינסן Sivan סיוון Sivan סיון Sivan קטגוריה:סיוון Sivan Klein סיון קליין Sivan Levy סיון לוי Sivananda Saraswati סוואמי שיבננדה Sivapithecus סיוופיתקוס Sivas סיווס Sivas Congress ועידת סיווס Sivasspor סיבאספור Sivasspor footballers קטגוריה:כדורגלני סיבאספור Siwa Oasis נווה המדבר סיווה Six Acts שש פעמים Six Characters in Search of an Author שש נפשות מחפשות מחבר Six Degrees of Inner Turbulence Six Degrees of Inner Turbulence Six Degrees of Kevin Bacon שש דרגות של קווין בייקון Six Degrees of Separation קשר בכל מחיר Six Feet Under Six Feet Under Six Feet Under עמוק באדמה Six Flags סיקס פלאגס Six Flags קטגוריה:סיקס פלאגס: פארקי שעשועים Six Flags Great Adventure סיקס פלאגס גרייט אדוונצ'ר Six Flags Magic Mountain סיקס פלאגס מג'יק מאונטיין Six Million and One שישה מיליון ואחד Six Secret Teachings שש התחבולות Six Sigma שש סיגמא Six Thinking Hats כובעי החשיבה של דה בונו Six degrees of freedom תנועה Six degrees of separation שש דרגות של הפרדה Six flags over Texas שישה דגלים מעל טקסס Six-Day War מלחמת ששת הימים Six-Day War קטגוריה:מלחמת ששת הימים Six-banded armadillo ארמדיל שש-החגורות SixDegrees.com SixDegrees.com Sixate7 23 באפריל Sixpence None the Richer Sixpence None the Richer Sixteen Going on Seventeen Sixteen Going on Seventeen Sixteen-bar blues בלוז 16 תיבות Sixteenth Amendment to the United States Constitution התיקון ה-16 לחוקת ארצות הברית Sixteenth government of Israel ממשלת ישראל השש עשרה Sixten Ehrling סיקסטן ארלינג Sixten Jernberg סיקסטן ירנברג Sixth Amendment to the United States Constitution התיקון השישי לחוקת ארצות הברית Sixth Army הארמייה השישית Sixth Avenue השדרה השישית Sixth Battle of the Isonzo הקרב השישי על האיזונצו Sixth Crusade מסע הצלב השישי Sixth Crusade קטגוריה:מסע הצלב השישי Sixth Siege of Gibraltar המצור השישי על גיברלטר Sixth United States Army הארמייה השישית של ארצות הברית Sixth United States Army Group קבוצת הארמיות השישית Sixth generation game consoles תבנית:קונסולות המשחקים של הדור השישי Sixth government of Israel ממשלת ישראל השישית Sixth-rate אונייה מדרגה שישית Sixto Rodriguez סיקסטו רודריגז Sixty Six שישים ושש Siyabonga Nomvethe סיאבונגה נומווטה Siyanda Xulu סיאנדה קולו Siyasatnama סיאסת נאמה Siyum סיום מסכת Siywgf-ukcd.jpg תמונה:Siywgf-ukcd.jpg Sizwe Banzi Is Dead בנזי מת Sizzla סיזלה Siân Phillips שאן פיליפס Siófok שיופוק Siúnrá משתמש:שונרא Sj משתמש:Sj Sj-sound אטום חוכך עיצור וילוני-חכי Sjorskingma משתמש:Sjorskingma Sjögren's syndrome תסמונת שגרן Ska סקא Ska groups קטגוריה:להקות סקא Ska punk סקא פאנק Skaar סקאאר Skadovsk סקדובסק Skai Jackson סקיי ג'קסון Skal סקאל Skala-Podilska סקאלה פודילסקה Skalat סקאלאט Skalbmierz סקלבמייז' Skandar Keynes סקנדר קיינס Skanderbeg סקנדרבג Skanderbeg Square כיכר סקנדרבג Skandha סקנדה Skansen סקאנסן Skanska סקנסקה Skara Brae סקארה ברי Skaryszew סקרישב Skarżysko-Kamienna סקרז'יסקו-קמיינה Skat סקאט Skateboard סקייטבורד Skateboarders קטגוריה:גולשי סקייטבורד Skateboarding סקייטבורדינג Skateboarding קטגוריה:סקייטבורדינג Skatepark סקייטפארק Skazi סקאזי Skazi albums קטגוריה:אלבומי סקאזי Skaði סקאד'י Skała סקאלה Skechers סקצ'רס Skein Skein Skeletal disorders קטגוריה:הפרעות בצפיפות ובמבנה העצם Skeletal system קטגוריה:מערכת השלד Skeletal-muscle pump משאבת השרירים Skeleton שלד Skeleton Coast חוף סקלטון Skelivka פלשטין Skellig Michael סקליג מייקל Skelton Glacier קרחון סקלטון Skene's gland בלוטות סקין Skepsis סקפסיס Skepticism ספקנות Skepticism קטגוריה:ספקנות Skeptics קטגוריה:ספקנים Sketch comedy מערכון SketchUp SketchUp Skeuomorph סקאומורפיזם Skewer שיפוד Skewes' number מספר סקיוז Skewness צידוד Skhidnytsia סחודניצה Ski מגלשיים Ski Dubai סקי דובאי Ski areas and resorts קטגוריה:אתרי סקי Ski areas and resorts in Austria קטגוריה:אתרי סקי באוסטריה Ski areas and resorts in Bulgaria קטגוריה:אתרי סקי בבולגריה Ski areas and resorts in France קטגוריה:אתרי סקי בצרפת Ski areas and resorts in Germany קטגוריה:אתרי סקי בגרמניה Ski areas and resorts in Italy קטגוריה:אתרי סקי באיטליה Ski areas and resorts in Switzerland קטגוריה:אתרי סקי בשווייץ Ski areas and resorts in the United States קטגוריה:אתרי סקי בארצות הברית Ski jumpers קטגוריה:קופצי סקי Ski jumping קפיצות סקי Ski lift מעלית סקי Ski resort אתר סקי Ski simulator סימולטור לגלישה במגלשיים ובסנובורד Skid Row Skid Row Skid-steer loader מיני-מעמיס Skidzyel’ סקידל Skierbieszów סקיירביישוב Skierniewice סקרנביץ Skiers קטגוריה:גולשי סקי Skiing סקי Skiing קטגוריה:סקי Skill מיומנות Skillet סקילט Skimmer גזרן Skimmer מקפה Skin סקין Skin עור Skin קטגוריה:עור Skin Yard סקין יארד Skin cancer סרטן העור Skinhead גלוחי ראש Skink חומטיים Skinks קטגוריה:חומטיים Skinny Puppy סקיני פאפי Skins סקינס Skip James סקיפ ג'יימס Skip list רשימת דילוגים Skipping rope דלגית Skirt חצאית Skittles סקיטלס Skjálfandafljót סקיאולוואנדאפליוט Skoda Xanthi F.C. players קטגוריה:כדורגלני סקודה קסנתי Skogskyrkogården סקוגשירקוגורדן Skokie סקוקי Skole סקולה Skolnick שקולניק Skolye חסידות סקאליה Skonto FC סקונטו ריגה Skonto FC players קטגוריה:כדורגלני סקונטו ריגה Skopje סקופיה Skopje קטגוריה:סקופיה Skopje "Alexander the Great" Airport נמל התעופה סקופיה Skoptsy סקופצים Skopun סקופן Skorpios סקורפיוס Skoryy-class destroyer המשחתות מסדרת סקורי Skrew סקרו Skrillex סקרילקס Skryhiczyn סקריהיטשין Skua חמסניים Skuas קטגוריה:חמסניים Skufia סקופיה Skulen חסידות סקולען Skull גולגולת Skull and Bones אחוות הגולגולת והעצמות Skunk בואש Skunk בואשיים Skunk Anansie סקאנק אנאנסי Skunkisdead/MSR MSR Skunks קטגוריה:בואשיים Skuodas District Municipality שקוד Skver חסידות סקווירה Skver קטגוריה:חסידות סקווירא Skvyra סקווירה Sky סקאי Sky שמים Sky Airlines סקאי איירליינס Sky Blue FC סקיי בלו Sky City בניין הסקיי סיטי של צ'אנגשה Sky City 1000 סקיי סיטי 1000 Sky Ferreira סקיי פררה Sky Mile Tower סקיי מייל טאואר Sky Mirror מראת השמים Sky News סקיי ניוז Sky Shield Sky Shield Sky Tower מגדל סקיי Sky and Water I שמים ומים#שמים ומים 1 Sky and Water II שמים ומים#שמים ומים 2 Sky and weather deities קטגוריה:אלילי השמים ומזג האוויר Sky and weather goddesses קטגוריה:אלות השמים ומזג האוויר Sky and weather gods קטגוריה:אלי השמים ומזג האוויר Sky burial קבורת שמים SkyRoads SkyRoads SkyTeam SkyTeam SkyTeam קטגוריה:SkyTeam SkyTrain רכבת השמים של ונקובר SkyTran SkyTran Skyclad סקיקלאד Skye סקאי Skyfall Skyfall Skyfall סקייפול Skylab סקיילאב Skylake סקיילייק Skylar Grey סקיילר גריי Skylark סקיילרק Skyline קו רקיע Skyliners Frankfurt סקיליינרס פרנקפורט Skylon סקיילון Skylon Tower מגדל סקיילון Skymark Airlines סקאימארק איירליינס Skynet סקיינט Skype סקייפ Skyros סקירוס Skyscraper Skyscraper Skyscraper גורד שחקים Skyscraper Museum מוזיאון גורדי השחקים Skyscraper hotels קטגוריה:מלונות גורדי שחקים Skyscrapers קטגוריה:גורדי שחקים Skyscrapers by country קטגוריה:גורדי שחקים לפי מדינה Skyscrapers in Australia קטגוריה:אוסטרליה: גורדי שחקים Skyscrapers in Brazil קטגוריה:ברזיל: גורדי שחקים Skyscrapers in Canada קטגוריה:קנדה: גורדי שחקים Skyscrapers in China קטגוריה:הרפובליקה העממית של סין: גורדי שחקים Skyscrapers in Dubai קטגוריה:דובאי: גורדי שחקים Skyscrapers in France קטגוריה:צרפת: גורדי שחקים Skyscrapers in Hong Kong קטגוריה:הונג קונג: גורדי שחקים Skyscrapers in Israel קטגוריה:ישראל: גורדי שחקים Skyscrapers in Japan קטגוריה:יפן: גורדי שחקים Skyscrapers in Kuwait קטגוריה:כווית: גורדי שחקים Skyscrapers in London קטגוריה:לונדון: גורדי שחקים Skyscrapers in Macau קטגוריה:מקאו: גורדי שחקים Skyscrapers in Madrid קטגוריה:מדריד: גורדי שחקים Skyscrapers in Manhattan קטגוריה:מנהטן: גורדי שחקים Skyscrapers in Moscow קטגוריה:מוסקבה: גורדי שחקים Skyscrapers in New York City קטגוריה:ניו יורק: גורדי שחקים Skyscrapers in Russia קטגוריה:רוסיה: גורדי שחקים Skyscrapers in Saudi Arabia קטגוריה:ערב הסעודית: גורדי שחקים Skyscrapers in Spain קטגוריה:ספרד: גורדי שחקים Skyscrapers in Tel Aviv קטגוריה:תל אביב: גורדי שחקים Skyscrapers in Toronto קטגוריה:טורונטו: גורדי שחקים Skyscrapers in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: גורדי שחקים Skyscrapers in the United Kingdom קטגוריה:הממלכה המאוחדת: גורדי שחקים Skyscrapers in the United States קטגוריה:ארצות הברית: גורדי שחקים Skyscrapers in the United States by city קטגוריה:גורדי שחקים בארצות הברית לפי עיר Skyway דרך השמים Skyway מדרכה עילית Skyworkeralan/sandbox2 פורד Skyworkeralan/sandboxford פורד Skyworkeralan/sandboxptc פטרוצ'יינה Skyworkeralan/sandboxvw פולקסוואגן Skåne County מחוז סקונה Skåneland סקונהלנד Skúvoy סקובוי Slabodka yeshiva ישיבת סלובודקה Slackware סלאקוור Slady משתמש:Slady Slag סיג Slalom סלאלום Slam Dunk Contest תחרות ההטבעות Slang סלנג Slang קטגוריה:סלנג Slanted and Enchanted album cover.jpg קובץ:PSAE.jpg Slap bracelet צמיד סרגל Slapping סטירה Slapstick סלפסטיק Slapstick film סלפסטיק Slash לוכסן Slash סלאש Slashdot סלאשדוט Slasher films קטגוריה:סרטי סלאשר SlashleyMA/sandbox4 מזון מהיר Slat Abn Shaif Synagogue בושאייף Slat armor מיגון כלוב Slate לווחה Slate לוח צפחה Slate סלייט Slater סלייטר Slater Martin סלייטר מרטין Slater's rules כללי סלייטר Slaughterhouse Slaughterhouse Slaughterhouse בית מטבחיים Slaughterhouse-Five בית מטבחיים חמש Slav שליו Slava Metreveli שלווה מטרוולי Slave Coast חוף העבדים Slave Market with the Disappearing Bust of Voltaire שוק עבדים עם ראשו הנעלם של וולטר Slave and free states מדינות עבדות ומדינות חירות בארצות הברית Slave narratives קטגוריה:אוטוביוגרפיות בנושא עבדות Slave ship ספינת העבדים Slave ship ספינת עבדים Slaven Bilić סלאבן ביליץ' Slavery עבדות Slavery קטגוריה:עבדות Slavery in Brazil קטגוריה:ברזיל: עבדות Slavery in China עבדות בסין Slavery in ancient Greece עבדות ביוון העתיקה Slavery in ancient Rome עבדות ברומא העתיקה Slavery in the United States עבדות בארצות הברית Slavery in the United States קטגוריה:ארצות הברית: עבדות Slaves קטגוריה:עבדים Slaves and Masters Slaves and Masters Slavestate Slavestate Slavic סלאבי Slavic קטגוריה:סלאבים Slavic Union האיחוד הסלאבי Slavic dragon זמיי Slavic ethnic groups קטגוריה:עמים סלאביים Slavic gods קטגוריה:אלים סלאביים Slavic languages קטגוריה:שפות סלאביות Slavic languages שפות סלאביות Slavic languages תבנית:שפות סלאביות Slavic mythology מיתולוגיה סלאבית Slavic mythology קטגוריה:מיתולוגיה סלאבית Slaviša Jokanović סלבישה יוקאנוביץ' Slavko Goldstein סלאבקו גולדשטיין Slavko Kvaternik סלאבקו קווטרניק Slavko Luštica סלבקו לושטיצה Slavko Vraneš סלאבקו וארנש Slavkov u Brna סלאוקוב Slavoj Žižek סלבוי ז'יז'ק Slavonia סלבוניה Slavonic Channel International הערוץ הסלאבי הבינלאומי Slavonic Dances מחולות סלאביים Slavonski Brod סלבונסקי ברוד Slavs סלאבים Slavs Hey המנון סרביה ומונטנגרו Slavuta סלאוויטא Slawharad סלאבהראד Slayer סלייר Slayer קטגוריה:סלייר Slazenger סלזנגר Slb/Miku לואי ארמסטרונג Sled מזחלת Sled עקבות Sled dog כלב מזחלת Sledd of Essex מלך אסקס סלדה Sledge hockey הוקי מזחלות Sleep קטגוריה:שינה Sleep שינה Sleep Train Arena סליפ טריין ארנה Sleep apnea דום נשימה בשינה Sleep disorder הפרעת שינה Sleep disorders קטגוריה:הפרעות שינה Sleep paralysis שיתוק שינה Sleep sex סקס-סומניה Sleepaway Camp מחנה השינה Sleeper ישנוני Sleeper סליפר Sleepers סליפרס Sleeping Awake Sleeping Awake Sleeping Beauty היפהפייה הנרדמת Sleeping Beauty Castle טירת היפהפייה הנרדמת Sleeping Beauty problem בעיית היפהפייה הנרדמת Sleeping Dogs Sleeping Dogs Sleeping Giant סליפינג ג'יאנט Sleeping Turtle שיאצו Sleeping Venus ונוס הישנה Sleeping bag שק שינה Sleepless in Seattle נדודי שינה בסיאטל Sleepover מסיבת פיג'מות Sleepwalking סהרוריות Sleepy Hollow סליפי הולו Sleeve שרוול Sleeve gastrectomy ניתוח שרוול קיבה Slender loris לוריס שלוח Slender mongoose נמייה דקה שחורת זנב Slender-snouted crocodile תנין צר חרטום Slender: The Eight Pages Slender: The Eight Pages Sliced bread לחם פרוס Slicker Than Your Average Slicker Than Your Average Slide guitar גיטרת סלייד Slide rule סרגל חישוב SlideShare SlideShare SlideShow הכל הולך Sliders גולשים בזמן Sliding Doors דלתות מסתובבות Sliema סלימה Sligo סלייגו Sligo Rovers F.C. סליגו רוברס Sligo Rovers FC logo.svg קובץ:SligoRovers.png Sliman Mansour סולימאן מנסור Slimdoofy/Cigold ?????? ?????? Sling קלע Slinky סלינקי Slinkys/sandbox דומיטיאנוס Slipknot סליפנוט Slipper נעלי בית Slippery When Wet Slippery When Wet Slippery slope מדרון חלקלק Slipstream בין דמיון למציאות Slipware אנגוב Sliteye shark כריש חוטמן Slither.io Slither.io Slitherlink סלית'רלינק Sliven סליבן Sliven Province סליבן Slivnitsa סליבניצה Slivovitz סליבוביץ' Sloan סלואן Sloan Great Wall Sloan Great Wall Sloan Wilson סלואן וילסון Sloane Stephens סלואן סטיבנס Slobodan Drapić סלובודאן דראפיץ' Slobodan Milošević סלובודן מילושביץ' Slobodan Simović סלובודאן סימוביץ' Sloe gin סלו ג'ין Slogan סיסמה Slonim חסידות סלונים Slonim סלונים Slonim קטגוריה:סלונים Slonimsky סלונימסקי Sloop סלופ Sloop-of-war סלופ מלחמתי Sloops of the Royal Navy קטגוריה:סלופים של הצי המלכותי הבריטי Slope שיפוע Sloppy Joe's סלופי ג'וז Sloppy joe סלופי ג'ו Slot machine מכונת מזל Sloth עצלנאים Sloth bear דוב שפתני Sloths קטגוריה:עצלנאים Sloughi סלוגי Slovak Armed Forces הכוחות המזוינים של סלובקיה Slovak Cup הגביע הסלובקי בכדורגל Slovak Jews קטגוריה:יהודים סלובקים Slovak Karst הקארסט הסלובקי Slovak National Party המפלגה הלאומית הסלובקית Slovak National Uprising המרד הסלובקי Slovak Philharmonic התזמורת הפילהרמונית הסלובקית Slovak Super Liga ליגת העל הסלובקית Slovak actors קטגוריה:שחקני קולנוע וטלוויזיה סלובקים Slovak clergy קטגוריה:אנשי דת סלובקים Slovak culture קטגוריה:סלובקיה: תרבות Slovak female tennis players קטגוריה:טניסאיות סלובקיות Slovak football managers קטגוריה:מאמני כדורגל סלובקים Slovak footballers קטגוריה:כדורגלנים סלובקים Slovak language סלובקית Slovak music קטגוריה:מוזיקה סלובקית Slovak people קטגוריה:סלובקים Slovak politicians קטגוריה:פוליטיקאים סלובקים Slovak priests קטגוריה:כמרים סלובקים Slovak rabbis קטגוריה:רבנים סלובקים Slovak sportspeople קטגוריה:ספורטאים סלובקים Slovak tennis players קטגוריה:טניסאים סלובקים Slovak writers קטגוריה:סופרים סלובקים Slovakia סלובקיה Slovakia קטגוריה:סלובקיה Slovakia Senec סנץ Slovakia at the Olympics סלובקיה במשחקים האולימפיים Slovakia in the Eurovision Song Contest סלובקיה באירוויזיון Slovakia national basketball team נבחרת סלובקיה בכדורסל Slovakia national football team נבחרת סלובקיה בכדורגל Slovakia national football team navigational boxes קטגוריה:סגלי נבחרת סלובקיה בכדורגל Slovakia squad 2010 FIFA World Cup תבנית:נבחרת סלובקיה במונדיאל 2010 Slovakia squad UEFA Euro 2016 תבנית:נבחרת סלובקיה ביורו 2016 Slovakia templates קטגוריה:תבניות ניווט - סלובקיה Slovak–Hungarian War המלחמה ההונגרית סלובקית Slovene language סלובנית Slovenia סלובניה Slovenia קטגוריה:סלובניה Slovenia at the Olympics סלובניה במשחקים האולימפיים Slovenia at the Paralympics סלובניה במשחקים הפאראלימפיים Slovenia in the Eurovision Song Contest סלובניה באירוויזיון Slovenia national basketball team נבחרת סלובניה בכדורסל Slovenia national football team נבחרת סלובניה בכדורגל Slovenia national football team managers קטגוריה:מאמני נבחרת סלובניה בכדורגל Slovenia national football team navigational boxes קטגוריה:סגלי נבחרת סלובניה בכדורגל Slovenia squad 2002 FIFA World Cup תבנית:נבחרת סלובניה במונדיאל 2002 Slovenia squad 2010 FIFA World Cup תבנית:נבחרת סלובניה במונדיאל 2010 Slovenia squad UEFA Euro 2000 תבנית:נבחרת סלובניה ביורו 2000 Slovenian Armed Forces הכוחות המזוינים של סלובניה Slovenian PrvaLiga ליגת העל הסלובנית Slovenian athletes קטגוריה:אתלטים סלובנים Slovenian basketball players קטגוריה:כדורסלנים סלובנים Slovenian chess players קטגוריה:שחמטאים סלובנים Slovenian culture קטגוריה:סלובניה: תרבות Slovenian football managers קטגוריה:מאמני כדורגל סלובנים Slovenian footballers קטגוריה:כדורגלנים סלובנים Slovenian people קטגוריה:סלובנים Slovenian philosophers קטגוריה:פילוסופים סלובנים Slovenian poets קטגוריה:משוררים סלובנים Slovenian politicians קטגוריה:פוליטיקאים סלובנים Slovenian scientists קטגוריה:מדענים סלובנים Slovenian sociologists קטגוריה:סוציולוגים סלובנים Slovenian sportspeople קטגוריה:ספורטאים סלובנים Slovenian writers קטגוריה:סופרים סלובנים Slovenská pošta דואר סלובקיה Slow Attack Slow Attack Slow Food מזון אטי Slow Jamz Slow Jamz Slow cooker סיר לבישול אטי Slow loris לוריס איטי Slrubenstein/Pharisees פרושים Slug חשופיות Sluger סלוג'ר Slum שכונת מצוקה Slumdog Millionaire נער החידות ממומביי Slurry wall קיר סלארי SlutWalk צעדת השרמוטות Slutsk סלוצק Slutsk קטגוריה:סלוצק Slutsky סלוצקי Sly Cooper: Thieves in Time Sly Cooper: Thieves in Time Sly and the Family Stone סליי אנד דה פמילי סטון Slánský trial משפטי פראג Smadar Lavie סמדר לביא Small Asian mongoose נמייה אסיאתית קטנה Small Diamond Crown of Queen Victoria כתר היהלומים הקטן של המלכה ויקטוריה Small Faces הפנים הקטנות Small Gods אלים קטנים Small Indian civet זבד הודי קטן Small Magellanic Cloud ענן מגלן הקטן Small Solar System body גופים קטנים במערכת השמש Small Soldiers חיילים קטנים Small Vices חטאים קטנים Small Wonder ילדת הפלא Small and medium-sized enterprises עסקים קטנים ובינוניים Small arms נשק קל Small cancellation theory תנאי הצמצום הזעיר Small claims court תביעה קטנה Small for gestational age קטן לגיל ההיריון Small forward סמול פורוורד Small ground finch פרוש קרקעי קטן Small interfering RNA SiRNA Small intestine המעי הדק Small nuclear RNA SnRNA Small nucleolar RNA SnoRNA Small tree finch חטט עצים קטן Small world עולם קטן Small-angle approximation קירוב זווית קטנה Small-spotted lizard מדברית עינונית Small-toothed palm civet זבד דקל קטן-שיניים Small-world experiment תופעת העולם הקטן Small-world network רשתות עולם קטן Smallpox אבעבועות שחורות Smalltalk Smalltalk Smalltooth sawfish מסורן קצר שן Smallville סמולוויל Smalyavichy סמולביצ'י Smara סמארה Smarhon’ סמרגון Smart סמארט Smart bullet קליע חכם Smart card כרטיס חכם Smart glass זכוכית חכמה Smart grid רשת חכמה SmartDeviceLink SmartDeviceLink SmartLynx Airlines סמארטלינקס איירליינס SmartWings סמארט וינגס Smartphone טלפון חכם Smartphones קטגוריה:מכשירי טלפון חכמים Smartwatch שעון חכם Smash סמאש Smash Mouth Smash Mouth Smaug סמאוג Smb5-s4.jpg תמונה:Babylon5poster.jpg Smederevo סמדרבו Smeerenburg סמרנבורג Smegma סמגמה Smells Like Children Smells Like Children Smells Like Teen Spirit Smells Like Teen Spirit Smelting היתוך Smen סאמנה Smertrios סמרטריוס Smetana סמטנה Smetana Quartet רביעיית סמטאנה Smew מרגון גמד Smila סמילה Smilax aspera קיסוסית קוצנית Smile Smile Smile חיוך Smiley סמיילי Smiley תבנית:חיוך Smiley's People כל אנשי סמיילי Smilo Freiherr von Lüttwitz שמילו פון ליטוויץ Smilodon טיגריס שנחרבי Smirnoff סמירנוף Smith סמית' Smith & Wesson סמית' וסון Smith Island סמית Smith Sound מצר סמית' Smith Tower מגדל סמית' Smith chart דיאגרמת סמית Smith number מספר סמית Smith609/Echinoderm קווצי עור Smithson Tennant סמית'סון טננט Smithsonian American Art Museum המוזיאון לאמנות אמריקאית Smithsonian Design Museum Cooper Hewitt מוזיאון קופר יואיט לעיצוב Smithsonian Institution סמית'סוניאן Smithsonian Institution קטגוריה:מוזיאוני הסמית'סוניאן Smithsonian Institution תבנית:סמית'סוניאן Smithsonian Institution Building בניין הסמית'סוניאן Smithsonite סמיתסוניט Smog ערפיח Smoke עשן Smoke on the Water Smoke on the Water Smoke point נקודת העשן Smoke screen מסך עשן Smoke signal איתות עשן Smoked cheese גבינה מעושנת Smoked salmon סלמון מעושן Smokeless powder אבק שריפה נטול עשן Smokey Bear Smokey Bear Smokey Robinson סמוקי רובינסון Smoking עישון מזון Smoking קטגוריה:עישון Smoking and pregnancy השפעת עישון על היריון Smoking cessation גמילה מעישון Smoking cessation קטגוריה:גמילה מעישון Smolensk סמולנסק Smolensk Oblast סמולנסק Smolensk Oblast Petrovichi פטרוביצ'י Smolensk Oblast Rudnyansky District Lyubavichi לובביץ' Smolensk Oblast Rudnyansky District Rudnya רודניה Smolyan סמוליאן Smolyan Province סמוליאן Smolyan Province Madan מאדאן Smoot סמוט Smooth Criminal Smooth Criminal Smooth muscle tissue שריר חלק Smooth-coated otter לוטרה מלאית Smooth-fronted caiman קיימן גמדי של שניידר Smoothie שייק Smoothing החלקה Smoothness פונקציה חלקה Smoot–Hawley Tariff Act חוק המכסים סמוט-האולי Smosh סמוש Smothered mate מט חנק Smuggling הברחה Smuggling tunnel מנהרת הברחה Smush Parker סמוש פארקר Smutsia פנגולין גדול Smyth Report דו"ח סמית Småland סמולנד Smörgåsbord סמרגוסבורד Smörgåstårta סמרגוסטורטה Snack foods קטגוריה:חטיפים Snail kite דיית החלזונות Snake נחשים Snake סנייק Snake Island אי הנחשים Snake River סנייק Snake charming היפנוט נחשים Snake farm חוות נחשים Snake handling אחיזת נחשים Snake wine יין נחשים Snakefly זבובי נחש Snakes קטגוריה:נחשים Snakes and Ladders סולמות ונחשים Snakes on a Plane נחשים על המטוס Snap music סנאפ Snapchat סנאפצ'ט Snapdeal Snapdeal Snapshot תצלום בזק Snaptu Snaptu Snares Islands / Tini Heke איי סנארס Snares penguin פינגווין חסון Snark סנרק Snarky Puppy Snarky Puppy Snatch סנאץ' Sneakers סניקרס Sneek סנייק Sneeze עיטוש Snegurochka סנגורוצ'קה Sneh סנה Snell סנל Snell's law חוק סנל Snezhanka סנז'נקה Sniatyn סניאטין Snickers סניקרס Sniper צליפה Sniper Elite V2 Sniper Elite V2 Sniper rifle רובה צלפים Sniper rifles קטגוריה:רובי צלפים Sniper rifles of the United States קטגוריה:רובי צלפים אמריקאים Sniper warfare קטגוריה:צליפה Sniper: Ghost Warrior Sniper: Ghost Warrior Sniper: Ghost Warrior 2 Sniper: Ghost Warrior 2 Snipers קטגוריה:צלפים Snipers of the Soviet Union הצלפים של ברית המועצות Snir שניר Snir Mishan שניר משען Snir Yamin שניר ימין Snob סנוב Snoezelen סנוזלן Snooker סנוקר Snooker players קטגוריה:שחקני סנוקר Snoop Dogg סנופ דוג Snoop Dogg albums קטגוריה:אלבומי סנופ דוג Snoopy סנופי Snopes.com סנופס Snoring נחירה Snoring rail רלית מחרחרת Snorks הזרבובים Snorri Sturluson סנורי סטורלוסון Snot סנוט Snouted cobra קוברה חוטמנית Snow סנואו Snow קטגוריה:שלג Snow שלג Snow Leopard Desktop.png קובץ:Snow Leopard Desktop.png Snow Mountains quail שליו הר השלג Snow Patrol Snow Patrol Snow White קטגוריה:שלגיה ושבעת הגמדים Snow White שלגיה ושבעת הגמדים Snow White and the Huntsman שלגייה והצייד Snow White and the Seven Dwarfs שלגיה ושבעת הגמדים Snow bunting גיבתון השלג Snow cone ברד Snow goose אווז הצפון Snow leopard נמר השלג Snow partridge חוגלת שלג Snow petrel יסעור שלג Snow sheep כבש השלג SnowSnow משתמש:SnowSnow Snowball כדור שלג Snowball Earth כדור השלג ארץ Snowball effect אפקט כדור השלג Snowboard גלשן שלג Snowboarding גלישת שלג Snowboarding קטגוריה:סנואובורד Snowcat חתול שלג Snowdon סנודון Snowdonia סנודוניה Snowfall in Israel שלג 1950 בישראל Snowflake schema סכמת פתית השלג Snowman איש שלג Snowmobile אופנוע שלג Snowplow מפלסת שלג Snowshoe נעלי שלג Snowshoe hare ארנבת השלג Snowy owl אוח השלג Snub-nosed monkey חרומף Snuff טבק הרחה Snuff film סרט סנאף Snufkin סנופקין Snugglepot and Cuddlepie הרפתקאותיהם המופלאות של ספלולון וכרבולון Snus סנוס Snyder סניידר Snyder's of Hanover סניידרז מהאנובר So Good... So What! So Far So Good... So What! So Far So Happily Unsatisfied So Happily Unsatisfied So High So High So Many Tears So Many Tears So Random! לגמרי במקרה! So What So What SoSaysChappy/Sandbox1 טריי פארקר Soap בועות Soap סבון Soap bubble בועת סבון Soap dish סבונייה Soap film קרום סבון Soap made from human corpses סבון משומן אדם במלחמת העולם השנייה Soap opera אופרת סבון Soap opera rapid aging syndrome אופרת סבון#סינדרום הגדילה המואצת Soap operas קטגוריה:אופרות סבון Soarin' סוארין Soba סובה Sobat River נהר סובט Sobek סובק Sobel סובל Sober Sober Sober4.jpg תמונה:SoberSingle.jpg Sobibór extermination camp סוביבור Sobibór extermination camp קטגוריה:סוביבור Sobibór trial משפט סוביבור Sobienie-Jeziory סובייניה יז'יורי Sobków סובקוב Sobol סובול Sobriquet שם חיבה Soca music סוקה Socată סוקאטה Soccer Mom אם הכדורגל Soccer clubs in Australia קטגוריה:קבוצות כדורגל אוסטרליות Soccer clubs in South Africa קטגוריה:קבוצות כדורגל דרום אפריקאיות Soccer clubs in the United States קטגוריה:קבוצות כדורגל אמריקאיות Soccer competitions in Canada קטגוריה:תחרויות כדורגל בקנדה Soccer competitions in South Africa קטגוריה:תחרויות כדורגל בדרום אפריקה Soccer competitions in the United States קטגוריה:תחרויות כדורגל בארצות הברית Soccer in Australia קטגוריה:אוסטרליה: כדורגל Soccer in Canada כדורגל בקנדה Soccer in Canada קטגוריה:קנדה: כדורגל Soccer in South Africa קטגוריה:דרום אפריקה: כדורגל Soccer in the United States כדורגל בארצות הברית Soccer in the United States קטגוריה:ארצות הברית: כדורגל Soccer players in Australia by club קטגוריה:כדורגלנים לפי קבוצה באוסטרליה Soccer players in South Africa by club קטגוריה:כדורגלנים לפי קבוצה בדרום אפריקה Soccer players in the United States by club קטגוריה:כדורגלנים לפי קבוצה בארצות הברית Soccer venues in South Africa קטגוריה:אצטדיוני כדורגל בדרום אפריקה Soccer venues in the United States קטגוריה:אצטדיוני כדורגל בארצות הברית Sochaczew סוכצ'ב Sochatchov חסידות סוכטשוב Sochatchov קטגוריה:חסידות סוכטשוב Sochi סוצ'י Sochi קטגוריה:סוצ'י Sochi International Airport נמל התעופה הבינלאומי של סוצ'י Sochi Light Metro הרכבת הקלה של סוצ'י Sochi conflict סכסוך סוצ'י Sochocin סוחוצ'ין Sociable number מספרים חברותיים Sociable weaver אורג שתפן Social Darwinism דרוויניזם חברתי Social Democrat Hunchakian Party המפלגה הסוציאל-דמוקרטית הנצ'אק Social Democratic Party המפלגה הסוציאל-דמוקרטית Social Democratic Party of Austria המפלגה הסוציאל-דמוקרטית האוסטרית Social Democratic Party of Austria logo.png תמונה:Sp-bundKopie.png Social Democratic Party of Bosnia and Herzegovina המפלגה הסוציאל-דמוקרטית של בוסניה והרצגובינה Social Democratic Party of Finland המפלגה הסוציאל-דמוקרטית של פינלנד Social Democratic Party of Georgia המפלגה הגאורגית הסוציאל-דמוקרטית Social Democratic Party of Germany המפלגה הסוציאל-דמוקרטית של גרמניה Social Democratic Party of Lithuania המפלגה הסוציאל-דמוקרטית Social Democrats הסוציאל-דמוקרטים Social Evolution & History Social Evolution & History Social Justice צדק חברתי Social Science Research Network SSRN Social Security number מספר ביטוח לאומי Social War מלחמת בעלות הברית Social alienation ניכור Social anthropology אנתרופולוגיה חברתית Social anxiety disorder חרדה חברתית Social aspects of jealousy קנאה Social business עסק חברתי Social capital הון חברתי Social change התפתחות חברתית Social choice theory בחירה חברתית Social class מעמד חברתי Social classes in ancient Rome קטגוריה:מעמדות וכיתות ברומא העתיקה Social communication תקשורת חברתית Social constructionism קונסטרוקטיביזם חברתי Social constructivism קונסטרוקטיביזם חברתי Social contract אמנה חברתית Social credit אשראי חברתי Social democracy סוציאל-דמוקרטיה Social democratic parties קטגוריה:מפלגות סוציאל-דמוקרטיות Social democrats קטגוריה:סוציאל-דמוקרטים Social ecology אקולוגיה חברתית Social engineering הנדסה חברתית Social entrepreneurship יזמות חברתית Social evolution אבולוציה חברתית ותרבותית Social exclusion הדרה חברתית Social facilitation הקלה חברתית Social group קבוצה חברתית Social groups קטגוריה:קבוצות חברתיות Social history היסטוריה חברתית Social identity theory תאוריית הזהות החברתית Social inequality שוויון Social influence השפעה חברתית Social information processing עיבוד מידע חברתי Social information processing קטגוריה:מדיה חברתית Social issues קטגוריה:סוגיות חברתיות Social justice צדק חברתי Social learning theory תאוריית הלמידה החברתית Social liberalism ליברליזם#מונחים הקשורים בליברליזם Social loafing בטלה חברתית Social media מדיה חברתית Social media marketing שיווק במדיה חברתית Social media optimization קידום אתרים במדיה חברתית Social mobility ניעות חברתית Social model of disability המודל החברתי Social movement תנועה חברתית Social movements קטגוריה:תנועות חברתיות Social network רשת חברתית Social networking service רשת חברתית מקוונת Social networking websites קטגוריה:רשתות חברתיות מקוונות Social networks קטגוריה:רשתות חברתיות Social poetry שירה חברתית Social psychologists קטגוריה:פסיכולוגים חברתיים Social psychology פסיכולוגיה חברתית Social psychology קטגוריה:פסיכולוגיה חברתית Social responsibility אחריות חברתית Social science מדעי החברה Social science institutes קטגוריה:מכוני מחקר חברתי Social science methodology קטגוריה:שיטות מחקר במדעי החברה Social sciences קטגוריה:מדעי החברה Social sciences תבנית:מדעי החברה Social scientists קטגוריה:חוקרים במדעי החברה Social security ביטוח לאומי Social security קטגוריה:ביטוח לאומי Social skills כישורים חברתיים Social status סטטוס חברתי Social stigma סטיגמה Social welfare function פונקציית רווחה חברתית Social work עבודה סוציאלית Social work קטגוריה:עבודה סוציאלית Social worker עובד סוציאלי Social workers קטגוריה:עובדים סוציאליים SocialHaze/Sandbox/Homosexuality הומוסקסואליות Socialism סוציאליזם Socialism ספר:סוציאליזם Socialism קטגוריה:סוציאליזם Socialism in One Country סוציאליזם בארץ אחת Socialist Federal Republic of Yugoslavia הרפובליקה הפדרלית הסוציאליסטית של יוגוסלביה Socialist International האינטרנציונל הסוציאליסטי Socialist Labor Party of America מפלגת העבודה הסוציאליסטית של אמריקה Socialist League of Palestine הליגה הסוציאליסטית Socialist Party המפלגה הסוציאליסטית Socialist Party המפלגה הסוציאליסטית הצרפתית Socialist Party קטגוריה:חברי המפלגה הסוציאליסטית הצרפתית Socialist Party of Albania המפלגה הסוציאליסטית של אלבניה Socialist Party of Serbia המפלגה הסוציאליסטית הסרבית Socialist Republic of Romania רומניה הקומוניסטית Socialist Revolutionary Party המפלגה הסוציאל-רבולוציונית Socialist Soviet Republic of Abkhazia הרפובליקה הסובייטית הסוציאליסטית של אבחזיה Socialist Struggle Movement תנועת מאבק סוציאליסטי Socialist Unity Party of Germany מפלגת האיחוד הסוציאליסטי של גרמניה Socialist Workers Party מפלגת פועלים סוציאליסטית עברית Socialist heraldry הרלדיקה סוציאליסטית Socialist realism ריאליזם סוציאליסטי Socialistische Partij Anders המפלגה הסוציאליסטית Socialists קטגוריה:סוציאליסטים Socialites קטגוריה:אנשי בוהמה Socialization חיברות Socialization קטגוריה:חיברות Socially responsible investing השקעה אחראית Sociedad Económica de los Amigos del País החברה הכלכלית של ידידי הארץ Sociedade Esportiva Palmeiras פלמיירס Sociedade Esportiva Palmeiras players קטגוריה:כדורגלני פלמיירס Society חברה Society פורטל:מדעי החברה Society קטגוריה:חברה Society Islands איי החברה Society by nationality קטגוריה:חברות של מדינות Society for Preservation of Sites and Landscape in Modi’in העמותה לשימור אתרים ונוף במודיעים Society for Worldwide Interbank Financial Telecommunication האגודה העולמית לתקשורת פיננסית בין-בנקאית Society for the Promotion of Culture among the Jews of Russia חברת מרבי השכלה Society for the Promotion of Roman Studies האגודה לקידום הלימודים הרומים Society for the Protection of Nature in Israel החברה להגנת הטבע Society for the Spreading of Literacy among Georgians האגודה להפצת אוריינות בקרב הגאורגים Society of Jesus ישועים Society of Saint Pius X אגודת הקדוש פיוס העשירי Sociobiology סוציוביולוגיה Sociocultural evolution אבולוציה חברתית ותרבותית Sociolect סוציולקט Sociolinguistics בלשנות חברתית Sociolinguistics קטגוריה:סוציו-לינגוויסטיקה Sociological and cultural aspects of autism תרבות אוטיסטית Sociological theories קטגוריה:תאוריות סוציולוגיות Sociologists קטגוריה:סוציולוגים Sociology סוציולוגיה Sociology פורטל:סוציולוגיה Sociology קטגוריה:סוציולוגיה Sociology of knowledge סוציולוגיה של הידע Sociology of religion סוציולוגיה של הדת Sociology of religion קטגוריה:סוציולוגיה של הדת Sociology of science קטגוריה:סוציולוגיה של המדע Sociology of scientific knowledge סוציולוגיה של הידע המדעי Sociology of the body סוציולוגיה של הגוף Sociology stubs קטגוריה:קצרמר סוציולוגיה Sociometry סוציומטריה Socionics סוציוניקה Société Générale סוסייטה ז'נרל Sock גרב Sock puppet בובת גרב Sock puppetry ויקיפדיה:בובת קש Socket שקע Sockpuppet בובת גרב Sockpuppet investigations ויקיפדיה:בודק/בקשות לבדיקה Socle תשתית Socotra סוקוטרה Socrates סוקרטס Socrates of Constantinople סוקרטס מקונסטנטינופול Socratic method השיטה הסוקרטית Socratic problem הבעיה הסוקרטית Sod סוד Soda סודה Soda Stereo סודה סטריאו Soda bread לחם סודה Soda syphon סיפולוקס SodaStream סודהסטרים Sodalite סודליט Sodium נתרן Sodium acetate סודיום אצטט Sodium azide אזיד הנתרן Sodium benzoate סודיום בנזואט Sodium bicarbonate סודה לשתייה Sodium bisulfite ביסולפיט Sodium carbonate נתרן פחמתי Sodium chloride מלח בישול Sodium cyanide נתרן ציאניד Sodium fluoride נתרן פלואורי Sodium hydroxide נתרן הידרוקסידי Sodium hypochlorite נתרן תת-כלורי Sodium nitrate נתרן חנקתי Sodium nitrite נתרן חנקיתי Sodium nitroprusside נתרן ניטרופרוסידי Sodium sulfate נתרן גופרתי Sodium thiosulfate נתרן תיוסולפט Sodium triphosphate סודיום טריפוספט Sodom סדום Sodom סודום Sodom Dead Sea Factory מפעל המלח בסדום Sodom and Gomorrah מהפכת סדום ועמורה Sodomy מעשה סדום Soemmerring's gazelle צבי סומרינג Soemu Toyoda סואמו טויודה Sofa Landver סופה לנדבר Sofer סופר Sofer סופר סת"ם Soferim מסכת סופרים Sofi Tsedaka סופי צדקה Sofia סופיה Sofia קטגוריה:סופיה Sofia Alekseyevna of Russia סופיה אלכסייבנה רומנובה Sofia Alexander Nevsky Cathedral קתדרלת אלכסנדר נבסקי Sofia Boutella סופיה בוטלה Sofia Carson סופיה קרסון Sofia Coppola סופיה קופולה Sofia Gubaidulina סופיה גוביידולינה Sofia Helin סופיה הלין Sofia Kovalevskaya סופיה קובלבסקיה Sofia Metro הרכבת התחתית של סופיה Sofia Muratova סופיה מורטובה Sofia Polgar סופיה פולגאר Sofia Province סופיה Sofia Rotaru סופיה רוטרו Sofia Synagogue בית הכנסת בסופיה Sofia University אוניברסיטת סופיה Sofia the First הנסיכה סופיה הראשונה Sofiane Feghouli סופיאן פגולי Sofiko Chiaureli סופיקו צ'יאורלי Sofka Skipwith סופקה סקיפווית Sofoklis Schortsanitis סופוקליס שחורציאניטיס Sofrito סופריטו Soft Cell Soft Cell Soft Construction with Boiled Beans מבנה רך עם שעועית Soft Machine סופט מאשין Soft drink משקה מוגז Soft drinks קטגוריה:משקאות קלים Soft palate חך#החך הרך Soft power עוצמה רכה Soft redirect תבנית:Softredirect Soft rock רוק קל Soft rock songs קטגוריה:שירי רוק קל Soft serve גלידה אמריקאית Soft sign Ь Soft tissue disorders קטגוריה:הפרעות ברקמות רכות SoftBank סופטבנק Softball סופטבול Softball קטגוריה:סופטבול Softball at the Summer Olympics סופטבול במשחקים האולימפיים Softball players קטגוריה:שחקני סופטבול Software קטגוריה:תוכנה Software תוכנה Software Engineering Body of Knowledge גוף הידע של הנדסת תוכנה Software Freedom Conservancy מוסד חופש התוכנה Software Freedom Day יום חופש התוכנה Software Updater מעדכן התוכנה Software agent סוכן תוכנה Software architect ארכיטקט תוכנה Software architecture ארכיטקטורת תוכנה Software architecture קטגוריה:ארכיטקטורת תוכנה Software as a service תוכנה כשירות Software bug באג Software bugs קטגוריה:באגים Software build בניית תוכנה Software by operating system קטגוריה:תוכנות לפי מערכות הפעלה Software by year קטגוריה:תוכנות לפי שנים Software companies קטגוריה:חברות תוכנה Software companies of Israel קטגוריה:חברות תוכנה ישראליות Software companies of Sweden קטגוריה:חברות תוכנה שוודיות Software companies of the United States קטגוריה:חברות תוכנה אמריקאיות Software cracking קראקר Software crisis משבר התוכנה Software deployment פריסת תוכנה Software design עיצוב תוכנה Software design document מפרט תיכון תוכנה Software design pattern תבנית עיצוב Software design patterns קטגוריה:תבניות עיצוב Software development פיתוח תוכנה Software development kit ערכת פיתוח תוכנה Software development methodology מתודולוגיית פיתוח תוכנה Software development philosophies קטגוריה:מתודולוגיות לפיתוח תוכנה Software development process מתודולוגיית פיתוח תוכנה Software engineering הנדסת תוכנה Software engineering קטגוריה:הנדסת תוכנה Software engineers קטגוריה:אישים בהנדסת תוכנה Software framework שלד תוכנה Software in the Public Interest תוכנה לטובת הציבור Software licenses קטגוריה:רישוי תוכנה Software maintenance תחזוקת תוכנה Software metric מטריקות בתכנות Software quality assurance הבטחת איכות תוכנה Software quality management ניהול איכות תוכנה Software regression רגרסיה Software release life cycle גרסת בטא Software requirements specification דרישה Software testing בדיקות תוכנה Software testing קטגוריה:בדיקות תוכנה Software testing outsourcing מיקור חוץ של בדיקות תוכנה Software-defined networking Software-defined networking Sofía Vergara סופיה ורגרה Sog סוג Sogdian Rock המצור על הסלע הסוגדיאני Sogdianus of Persia סוגדיאנוס Soghomon Tehlirian סוגומון טהליריאן Soho סוהו Soil קרקע Soil classification סקר קרקע Soil contamination זיהום קרקע Soil horizon אופק Soil liquefaction התנזלות קרקע Soil salinity המלחת מי תהום Soil solarization חיטוי סולארי Soil texture מרקם הקרקע Soilwork Soilwork Soissons סואסון Soissons Cathedral קתדרלת סואסון Sojourner Truth סוג'ורנר טרות' Soju סוג'ו Sokal סוקאל Sokal affair פרשת סוקל Sokho שוכה Soko סוקו Sokoban סוקובאן Sokolov Award פרס סוקולוב Sokolov Prize recipients קטגוריה:זוכי פרס סוקולוב Sokolowski סוקולובסקי Sokołów Małopolski סוקולוב מאלופולסקי Sokołów Podlaski סוקולוב פודלסקי Sokratis Papastathopoulos סוקראטיס פאפאסטאטופולוס Sokutai סוקוטאי Sokyriany סקורני Sokółka סוקולקה Sol סול Sol Bamba סול במבה Sol Bloom סול בלום Sol Campbell סול קמפבל Sol Gradman שלמה גרדמן Sol Hachuel סול חגואל Sol Hurok סול יורוק Sol Invictus סול אינוויקטוס Sola סולה Solamish סולמיש Solanaceae סולניים Solanaceae קטגוריה:סולניים Solanales סולנאים Solanales קטגוריה:סולנאים Solange Gemayel סולנג' ג'ומאייל Solanine סולנין Solanum סולנום Solanum elaeagnifolium סולנום זיתני Solapur סולאפור Solar סולאר Solar Impulse סולאר אימפולס Solar System מערכת השמש Solar System ספר:מערכת השמש Solar System קטגוריה:מערכת השמש Solar System model המחשת ממדי מערכת השמש Solar System table תבנית:מערכת השמש Solar access זכויות שמש Solar analog כוכב דמוי שמש Solar and Heliospheric Observatory SOHO Solar cell תא פוטו-וולטאי Solar constant הקבוע הסולרי Solar cooker תנור שמש Solar core ליבת השמש Solar deities קטגוריה:אלילי שמש Solar deity אל השמש Solar eclipse ליקוי חמה Solar energy אנרגיה סולארית Solar energy קטגוריה:אנרגיה סולארית Solar energy in Israel קטגוריה:ישראל: אנרגיה סולארית Solar flare התפרצות סולרית Solar goddesses קטגוריה:אלות שמש Solar gods קטגוריה:אלי שמש Solar mass מסת שמש Solar pond בריכת שמש Solar power in Israel ניצול אנרגיית השמש בישראל Solar power tower מגדל שמש Solar radius רדיוס שמש Solar sail מפרש שמש Solar term תקופות חמה Solar thermal collector קולט שמש Solar water heating דוד שמש Solar wind רוח השמש Solaris סולאריס Solarisation סולריזציה Solayman Haïm סולימאן חיים Solberg סולברג Soldering הלחמה Soldering iron מלחם Soldier חייל Soldier beetle קנתריתיים Soldier's Medal מדליית החייל Soldiers of Salamis חיילי סלמיס Soldiers of the French Foreign Legion קטגוריה:אנשי לגיון הזרים הצרפתי Sole proprietorship עצמאי Solec nad Wisłą סולץ שעל הוויסלה Solecism סולסיזם Soledad Pastorutti סולדד פסטורוטי Solel Boneh סולל בונה Solen marginatus אבובית ישרה Solenidae אבוביתיים Solenidae קטגוריה:אבוביתיים Solenodon סולנודוניים Solenoid סולנואיד Soler סולר Soleus muscle שריר הסוליה Soleá סולאה Solfège סולפג' Soli סולי Solid מוצק Solid HarmoniE סוליד הרמוני Solid angle זווית מרחבית Solid mechanics מכניקת המוצק Solid of revolution גוף סיבוב Solid solution תמיסה מוצקה Solid-fuel rocket מנוע דלק מוצק Solid-state drive Solid state drive Solid-state physics פיזיקה של מצב מוצק SolidWorks SolidWorks Solidarity סולידריות Solidarity סולידריות חברתית Solidarnost סולידריות Solidere סולידר Solidus סולידוס Solifugae עכשובאים Solifugae קטגוריה:עכשובאים Solingen זולינגן Solipsism סוליפסיזם Solis סוליס Solistide/sandbox/Cypress ברוש Solita forma הצורה המקובלת Solitary confinement צינוק Soliton סוליטון Solitude התבודדות Solo סולו Solo album אלבום סולו Solo music קטגוריה:מוזיקת סולו Solo piano pieces קטגוריה:סולו פסנתר Soloist סולן Solomiya Krushelnytska סולומיה קרושלניצקה Solomon קטגוריה:שלמה Solomon שלמה Solomon Aaron Wertheimer שלמה אהרן ורטהיימר Solomon Adeni שלמה עדני Solomon Almoli שלמה אלמולי Solomon Asch סולומון אש Solomon Ayllon שלמה אאיליון Solomon Bibo סלומון ביבו Solomon Breuer שלמה זלמן ברויאר Solomon Burke סולומון בורק Solomon Dubno שלמה דובנא Solomon Eliezer Alfandari שלמה אליעזר אלפנדרי Solomon Ettinger שלמה אטינגר Solomon Freehof שלמה פריהוף Solomon Golomb סולומון גולומב Solomon Grundy סולומון גרנדי Solomon Guggenheim Foundation קטגוריה:מוזיאוני גוגנהיים Solomon Guggenheim Museum מוזיאון סולומון גוגנהיים Solomon Halberstam שלמה הלברשטאם Solomon Hanau שלמה זלמן הנאו Solomon Hirschell שלמה הירשל Solomon II of Imereti מלך אימרתי סולומון השני Solomon Islands איי שלמה Solomon Islands קטגוריה:איי שלמה Solomon Islands at the Olympics איי שלמה במשחקים האולימפיים Solomon Islands at the Paralympics איי שלמה במשחקים הפאראלימפיים Solomon Islands campaign המערכה באיי שלמה Solomon Islands dollar דולר איי שלמה Solomon Islands national football team נבחרת איי שלמה בכדורגל Solomon Islands people קטגוריה:איי שלמה: אישים Solomon Islands politicians קטגוריה:איי שלמה: פוליטיקאים Solomon Joachim Halberstam שלמה זלמן חיים הלברשטם Solomon Joseph Solomon סולומון ג'וזף סולומון Solomon Judah Loeb Rapoport שלמה יהודה רפפורט Solomon Klein שלמה זאב קליין Solomon Luria שלמה לוריא Solomon Löwisohn שלמה לויזון Solomon Marcus סולומון מרכוס Solomon Mikhoels שלמה מיכאלס Solomon Molcho שלמה מולכו Solomon Passy סולומון פאסי Solomon Perel שלמה פרל Solomon Rosenthal סולומון רוזנטל Solomon Rosowsky שלמה רוזובסקי Solomon Rubin שלמה רובין Solomon Schechter שניאור זלמן שכטר Solomon Sea ים שלמה Solomon Steinheim שלמה לוי שטיינהיים Solomon Zeitlin שלמה צייטלין Solomon bar Simson Chronicle שלמה בן שמעון Solomon ben Abraham ibn Parhon שלמה פרחון Solomon ben Abraham of Montpellier שלמה מן ההר Solomon ben Jeroham סלמון בן ירוחם Solomon ben Reuben Bonfed שלמה בונפיד Solomon ben Simon Duran שלמה בן שמעון דוראן Solomon ibn Gabirol שלמה אבן גבירול Solomon ibn Verga שלמה אבן וירגה Solomon's Pools בריכות שלמה Solomon's Stables אורוות שלמה Solomon's Temple בית המקדש הראשון Solomon's shamir שמיר Solomonari סולומונר Solomonic dynasty השושלת הסולומונית Solomonic dynasty קטגוריה:השושלת הסולומונית Solon סולון Solothurn זולותורן Solotvyn סולוטבין Solotvyno סולוטבינו Soloveitchik משפחת סולובייצ'יק Soloveitchik rabbinic dynasty קטגוריה:בית בריסק Solovetsky Islands איי סולובצקי Solresol סולרסול Solstice נקודת היפוך Solstice Coil סולסטיס קויל Soltam K6 Soltam K6 Soltam M-66 M-66 Soltam M-68 תותח M-68 Soltam M-71 תותח M-71 Soltam Systems סולתם מערכות Soltaniyeh סולטנייה Soltvadkert שולטוואדקרט Solubility מסיסות Solubility equilibrium מכפלת מסיסות Solution תמיסה Solution focused brief therapy טיפול ממוקד-פתרון Solvable Lie algebra אלגברת לי פתירה Solvable group חבורה פתירה Solvay Conference כנס סולווה Solved game משחק פתור Solveig Gulbrandsen סולבייג גולברנדסן Solvent תמיסה#הממס Soma גוף תא עצב Soma mine disaster אסון המכרה בסומה Somali Civil War מלחמת האזרחים בסומליה Somali Region סומלי Somali Region קטגוריה:סומלי Somali cat חתול סומלי Somali elephant shrew ארכף סומלי Somali language סומלית Somalia סומליה Somalia קטגוריה:סומליה Somalia at the Olympics סומליה במשחקים האולימפיים Somalia national basketball team נבחרת סומליה בכדורסל Somalia national football team נבחרת סומליה בכדורגל Somalian cuisine קטגוריה:המטבח הסומלי Somalian culture קטגוריה:סומליה: תרבות Somalian female models קטגוריה:דוגמניות סומליות Somalian footballers קטגוריה:כדורגלנים סומלים Somalian law קטגוריה:סומליה: חוק ומשפט Somalian people קטגוריה:סומלים Somalian politicians קטגוריה:פוליטיקאים סומלים Somalian slender mongoose נמייה דקה סומאלית Somalian sportspeople קטגוריה:ספורטאים סומלים Somaliland סומלילנד Somalis סומלים Somapura Mahavihara מקדש פאהארפור Somatic סומטי Somatic cell count ספירת תאים סומטיים Somatic hypermutation היפרמוטציה של תאי הגוף Somatic nervous system מערכת העצבים הסומטית Somatic symptom disorder הפרעה סומטופורמית Somatization סומטיזציה Somatization disorder הפרעת סומטיזציה Somatosensory system מערכת המגע Somatostatin סומטוסטטין Sombor סומבור Sombre tit ירגזי חרמון Sombrero סומבררו Sombrero Galaxy גלקסיית הסומבררו Some Came Running אחדים באו במרוצה Some Girls Some Girls Some Great Reward Some Great Reward Some Institutes for Advanced Study מכונים אחדים למחקר מתקדם Some Like It Hot חמים וטעים Some Nice Things I've Missed Some Nice Things I've Missed Some Nights Some Nights Some People Have Real Problems Some People Have Real Problems Some Thoughts Concerning Education מחשבות אחדות אודות החינוך Somebody That I Used to Know Somebody That I Used to Know Somebody to Love Somebody to Love Someday Someday Someday ביום מן הימים Someone like You Someone Like You Someone like You מישהו כמוך Someone to Run With מישהו לרוץ איתו Someone to Watch Over Me Someone to Watch Over Me Someone35 משתמש:Someone35 Somerled סומרלד Somersault סלטה Somersby cider סומרסבי סיידר Somerset סאמרסט Somerset קטגוריה:סומרסט Somerset Bath באת' Somerset Bath קטגוריה:באת' Somerset Buildings and structures in Bath קטגוריה:באת': מבנים Somerset House בית סאמרסט Somerset Streets in Bath קטגוריה:באת': רחובות Somerville סאמרוויל Something Something Something Else משהו אחר Something Happened משהו קרה Something New Something New Something to Listen To Something To Listen To Sometimes Sometimes Somewhere Back in Time Somewhere Back in Time Somewhere in Time Somewhere In Time Somewhere in Time היכן שהוא בזמן Someș סומש Someșul Mic River הסומש הקטן Somma-Vesuvius מתחם סומה-וזוב Somme סום Somme Roye רואה Sommelier אוצר יין Sommer זומר Sommer Contemporary Art זומר אמנות עכשווית Sommers סומרס Somniloquy דיבור מתוך שינה Somniosus ישנונן Somogy County שומוג' Sompolno סומפולנו Son בן Son סון Son Heung-min סון יונג-מין Son Türk/Userboxes/Languages תבנית:User ar-0 Son of Dork סאן אוף דורק Son of Enoch Irad עירד Son of Saul הבן של שאול Son of man בר אנש Son of the Mask המסכה חוזרת Sona9701 אסלאם Sonar סונאר Sonata סונאטה Sonata Arctica סונטה ארקטיקה Sonata Undine סונאטה לחליל Sonata form צורת הסונאטה Sonatas קטגוריה:סונאטות Sonatas by Ludwig van Beethoven קטגוריה:סונאטות מאת בטהובן Sonbong County סונבונג Sonchus oleraceus מרור הגינות Soncino שונצינו Soncino family משפחת שונצינו Sonderaktion 1005 מבצע 1005 Sonderkommando זונדרקומנדו Sonderkommando קטגוריה:זונדרקומנדו Sondershausen זונדרסהאוזן Sonderweg הדרך הגרמנית המיוחדת Sondra Locke סונדרה לוק Song שיר Song dynasty קטגוריה:שושלת סונג Song dynasty שושלת סונג Song for America Song for America Song forms קטגוריה:סוגי שירים Song of Ascents שיר המעלות Song of Moses שירת האזינו Song of Songs שיר השירים Song of the South שירת הדרום Song of the sea שירת הים Song thrush קיכלי רונן Songbird Songbird Songhai Empire אימפריית סונגהאי Songhai Empire קטגוריה:אימפריית סונגהאי Songo Mnara סונגו מנארה Songs קטגוריה:שירים Songs About Jane Songs About Jane Songs about the Holocaust קטגוריה:השואה במוזיקה Songs by Sinatra Songs by Sinatra Songs by artist קטגוריה:שירים לפי אמן Songs by genre קטגוריה:שירים לפי סוגה Songs by language קטגוריה:שירים לפי שפה Songs by war קטגוריה:שירי מלחמות Songs by year קטגוריה:שירים לפי שנים Songs for Swingin' Lovers! Songs for Swingin' Lovers Songs for Young Lovers Songs for Young Lovers Songs from The Sound of Music קטגוריה:שירים מצלילי המוסיקה Songs from a Room Songs from a Room Songs from films קטגוריה:שירים מסרטי קולנוע Songs from musicals קטגוריה:שירים ממחזות זמר Songs from the Road Songs from the Road Songs from the Wood Songs From The Wood Songs in classical music קטגוריה:שירים במוזיקה קלאסית Songs in the Key of Life Songs in the Key of Life Songs of Faith and Devotion Songs of Faith and Devotion Songs of Faith and Devotion Live Songs of Faith and Devotion Live Songs of Leonard Cohen Songs of Leonard Cohen Songs of Love and Hate Songs of Love and Hate Songs of World War II קטגוריה:שירי מלחמת העולם השנייה Songs of the American Civil War קטגוריה:שירי מלחמת האזרחים האמריקנית Songs written by Lady Gaga קטגוריה:שירי ליידי גאגא SongsOfLeonardCohen.jpeg קובץ:SongsOfLeonardCohen.jpg Songwriter פזמונאי Songwriters קטגוריה:פזמונאים Sonia Gandhi סוניה גנדי Sonia Rykiel סוניה ריקייל Sonia Sotomayor סוניה סוטומיור Sonic סוניק Sonic & Sega All-Stars Racing Sonic & Sega All-Stars Racing Sonic 3D Blast Sonic 3D Blast Sonic Adventure Sonic Adventure Sonic Generations Sonic Generations Sonic Heroes סוניק הירוס Sonic Lost World Sonic Lost World Sonic R Sonic R Sonic Riders Sonic Riders Sonic X סוניק X Sonic Youth סוניק יות' Sonic black hole חור שחור אקוסטי Sonic boom בום על-קולי Sonic screwdriver מברג קולי Sonic the Hedgehog סוניק הקיפוד Sonic the Hedgehog קטגוריה:סוניק הקיפוד Sonic the Hedgehog 4: Episode I Sonic the Hedgehog 4 Sonja Henie סוניה הני Sonja Lyubomirsky סוניה ליובומירסקי Sonja Sohn סונג'ה ג'ון Sonmoris/sandbox מהירות חבורה Sonneborn-Berger score שיטת ברגר Sonnenfeld זוננפלד Sonnenstein Castle טירת זוננשטיין Sonnet סונטה Sonnet 130 סונטה 130 Sonnets קטגוריה:סונטות Sonni Ali סוני עלי Sonny Anderson סוני אנדרסון Sonny Bono סוני בונו Sonny Boy Williamson II סאני בוי ויליאמסון Sonny Jurgensen סאני ג'ורגנסון Sonny Payne סוני פיין Sonny Perdue סאני פרדו Sonny Rollins סאני רולינס Sonny Sandoval סאני סנדובל Sonny Stitt סאני סטיט Sonny Weems סוני וימס Sonny with a Chance תנו לסוני צ'אנס Sonnō jōi סונו ג'וי Sonol סונול Sonology סונולוגיה Sonora סונורה Sonora Nogales נוגלס Sonoran Desert מדבר סונורה Sonority hierarchy סונוריות Sons of Anarchy ילדי האנרכיה Sons of Liberty בני החירות Sons of Noah תבנית:צאצאי נח Sons of Yagbe'u Seyon בניו של יאגבה ציון Sons of Zadok הכהנים בני צדוק Sontaran סונטארים Sony סוני Sony Building בניין סוני Sony Center מרכז סוני Sony Dynamic Digital Sound SDDS Sony Mobile סוני תקשורת סלולרית Sony Music Entertainment סוני מיוזיק אנטרטיינמנט Sony Pictures Animation אולפני ההנפשה של סוני Sony Pictures Entertainment סרטי סוני Sony Pictures Entertainment hack מתקפת ההאקרים על סרטי סוני Sony Reader סוני רידר Sony Xperia Z1 Sony Xperia Z1 Sony Xperia Z2 Sony Xperia Z2 Sony products קטגוריה:מוצרי חברת סוני Sonya Adler סוניה אדלר Sonya Noskowiak סוניה נוסקויאק Sonya Walger סוניה וולגר Sooglossidae סוגלוסיים Soompi Soompi Soong Mei-ling סונג מיילינג Soopafly סופאפליי Soot פיח Sooty albatross אלבטרוס עשון Sooty falcon בז שחור Sooty mold פייחת Sooty tern שחפית כהה Sophia סופיה Sophia Brahe סופיה ברהה Sophia Bush סופיה בוש Sophia Duleep Singh סופיה דוליפ סינג Sophia Dussek סופיה דוסק Sophia Hayden Bennett סופיה היידן בנט Sophia Loren סופיה לורן Sophia Myles סופיה מיילס Sophia Perovskaya סופיה פרובסקאיה Sophia de Mello Breyner Andresen סופיה דה מלו ברינר אנדרסן Sophia of Hanover סופיה מהנובר Sophia of Prussia נסיכת פרוסיה סופיה Sophie סופי Sophie Calle סופי קאל Sophie Ellis-Bextor סופי אליס בקסטור Sophie Germain סופי ז'רמן Sophie Germain prime ראשוני ז'רמן Sophie Lowe סופי לואו Sophie Marceau סופי מרסו Sophie Nélisse סופי נליס Sophie Okonedo סופי אוקונדו Sophie Pascoe סופי פאסקו Sophie Scholl סופי שול Sophie Taeuber-Arp סופי טויבר-ארפ Sophie Thompson סופי תומפסון Sophie Treadwell סופי טרדוול Sophie Tucker סופי טאקר Sophie Turner סופי טרנר Sophie the Giraffe סופי הג'ירפה Sophie's Choice בחירתה של סופי Sophie's World עולמה של סופי Sophism סופיזם Sophists קטגוריה:סופיסטים Sopho Khalvashi סופו חלוושי Sophocles סופוקלס Sophocles קטגוריה:סופוקלס Sophonisba סופוניסבה Sophora toromiro טורומירו Sophronius of Jerusalem סופרוניוס Sophus Lie סופוס לי Sopot סופוט Sopoćani סופוצ'אני Soprano סופרן Sopron שופרון Sopwith Camel סופווית קאמל Sorafenib סוראפניב Soragna סורניה Soraya Esfandiary-Bakhtiari סוראיה אספנדיארי בח'תיארי Sorbet סורבה Sorbian languages שפות סורביות Sorbic acid חומצה סורבית Sorbs סורבים Sorcerer's Hat כובע הקוסם Sorcery! כישוף! Sorcha Cusack סורקה קיוזאק Sorcova סורקובה Soregashi משתמש:Soregashi Soreq Nuclear Research Center המרכז למחקר גרעיני - שורק Sorghum דורה Soria סוריה Sorites paradox פרדוקס הערימה Soroca סורוקה Soroka Medical Center המרכז הרפואי האוניברסיטאי סורוקה Soroptimist International סורופטימיסט Sorority Row נקמה כפולה Sorosilicates קטגוריה:סורוסיליקטים Soroti סורוטי Sorrento סורנטו Sorrow Throughout the Nine Worlds Sorrow Throughout the Nine Worlds Sorry Sorry Sorso סורסו Sort מיון Sorting algorithm מיון Sorting algorithms קטגוריה:אלגוריתמי מיון Sortior/sandbox PGP Sortname תבנית:מלל למיון Sosa סוסה Soslan Dzhanayev סוסלן ג'אנאייב Sosnove סוסנובה Sosnowiec סוסנוביץ Sosnowiec Ghetto גטו סוסנוביץ Sosnytsia סוסניציה Soso סוסו Soso Palelashvili סוסו פללשווילי Sosruko סוואסרוקו Sosumi Sosumi Sosylus of Lacedaemon סוסילוס Sosúa סוסואה Sotah מסכת סוטה Sotalia סוטאליה Sotavento Islands סוטאוונטו Sotiris Trivizas סוטיריס טריוויזאס Sotis Volanis סוטיס וולאניס Sotucover.jpg תמונה:Sotucover.jpg Souad Massi סועאד מאסי Souconna סוקונה Soufflé סופלה Soufrière סופרייר Soufrière Hills סופרייר הילס Soufrière Quarter סופרייר Souha Bechara סוהא בשארה Soul נשמה Soul Kitchen Soul Kitchen Soul Sacrifice Soul Sacrifice Soul Sister Hey Soul Sister Hey Soul food אוכל נשמה Soul music מוזיקת נשמה Soul-Crusher Soul Crusher Soulbot משתמש:Soulbot Souleyman Sané סולימאן סאנה Soulkeeper משתמש:Soulkeeper Soulseek Soulseek Sound קול Sound קטגוריה:קול Sound barrier מחסום הקול Sound box תיבת תהודה Sound card כרטיס קול Sound change מעתק הגאים Sound effect אפקט קולי Sound laws קטגוריה:מעתקי הגאים Sound poetry שירה פונטית Sound ranging איכון באמצעות קול Sound recording and reproduction הקלטה Sound transmission class STC SoundCloud SoundCloud Soundbar מקרן קול Soundex סאונדקס Soundgarden סאונדגארדן Soundgarden קטגוריה:סאונדגארדן Soundness נאותות Soundproofing בידוד אקוסטי Sounds Good Feels Good Sounds Good Feels Good Sounds of Silence Sounds of Silence Sounds of the Season: The Taylor Swift Holiday Collection Sounds of the Season: The Taylor Swift Holiday Collection Sounds of the Universe Sounds of the Universe Soundtrack פסקול Soundtracks קטגוריה:פסקולים Sounion כף סוניו Soup מרק Soup kitchen בית תמחוי Soups קטגוריה:מרקים Soupy Sales סופי סיילס Sour סאוור Sour cream שמנת חמוצה Source Source Source Code קוד מקור Source Filmmaker Source Filmmaker Source Sandals שורש Source code קוד מקור Source routing ניתוב מקור SourceForge סורספורג' Sources קטגוריה:תיעוד Sources of international law מקורות המשפט הבינלאומי הפומבי Sourdough מחמצת שאור Soured milk לבן Souris noire עכברונת שחורה Sousa סוזה Sousaphone סוזאפון Soused herring מטיאס Sousse סוסה Sousse Governorate סוסה South דרום South Aegean דרום הים האגאי South Africa דרום אפריקה South Africa קטגוריה:דרום אפריקה South Africa FA.png תמונה:100px-South Africa FA.gif South Africa at the Olympics דרום אפריקה במשחקים האולימפיים South Africa at the Paralympics דרום אפריקה במשחקים הפאראלימפיים South Africa in World War I קטגוריה:דרום אפריקה במלחמת העולם הראשונה South Africa international soccer players קטגוריה:כדורגלני נבחרת דרום אפריקה South Africa location map templates קטגוריה:תבניות מיפוי לפי מדינות: דרום אפריקה South Africa national basketball team נבחרת דרום אפריקה בכדורסל South Africa national football team נבחרת דרום אפריקה בכדורגל South Africa squad 1998 FIFA World Cup תבנית:נבחרת דרום אפריקה במונדיאל 1998 South Africa squad 2002 FIFA World Cup תבנית:נבחרת דרום אפריקה במונדיאל 2002 South Africa squad 2010 FIFA World Cup תבנית:נבחרת דרום אפריקה במונדיאל 2010 South Africa templates קטגוריה:תבניות ניווט - דרום אפריקה South Africa women's national football team נבחרת דרום אפריקה בכדורגל נשים South African Air Force חיל האוויר הדרום-אפריקאי South African Airways סאות' אפריקן איירווייז South African Army צבא דרום אפריקה South African Football Association התאחדות הכדורגל של דרום אפריקה South African Jews קטגוריה:יהודים דרום אפריקאים South African National Defence Force כוחות ההגנה של דרום אפריקה South African National Parks הפארקים הלאומיים של דרום אפריקה South African Navy הצי הדרום-אפריקאי South African Party המפלגה הדרום אפריקאית South African Republic הרפובליקה הדרום אפריקאית South African Republic קטגוריה:הרפובליקה הדרום אפריקאית South African Secret Service השירות החשאי הדרום-אפריקני South African athletes קטגוריה:אתלטים דרום אפריקאים South African businesspeople קטגוריה:אנשי עסקים דרום אפריקאים South African clergy קטגוריה:אנשי דת דרום אפריקאים South African comedians קטגוריה:קומיקאים דרום-אפריקאים South African cuisine המטבח הדרום אפריקאי South African cuisine קטגוריה:מטבח דרום-אפריקאי South African culture קטגוריה:דרום אפריקה: תרבות South African film actors קטגוריה:שחקני קולנוע וטלוויזיה דרום אפריקאים South African giraffe ג'ירף דרום אפריקני South African law קטגוריה:דרום אפריקה: חוק ומשפט South African literature קטגוריה:ספרות דרום אפריקאית South African mathematicians קטגוריה:מתמטיקאים דרום-אפריקנים South African military personnel קטגוריה:אנשי צבא דרום אפריקאים South African military personnel of World War I קטגוריה:אנשי צבא דרום אפריקאים במלחמת העולם הראשונה South African musicians קטגוריה:מוזיקאים דרום אפריקאים South African national soccer team navigational boxes קטגוריה:סגלי נבחרת דרום אפריקה בכדורגל South African people קטגוריה:דרום אפריקאים South African people by occupation קטגוריה:דרום אפריקאים לפי מקצוע South African people of World War I קטגוריה:דרום אפריקאים במלחמת העולם הראשונה South African physicians קטגוריה:רופאים דרום-אפריקאים South African poets קטגוריה:משוררים דרום אפריקאים South African politicians קטגוריה:פוליטיקאים דרום אפריקאים South African rabbis קטגוריה:רבנים דרום אפריקאים South African rand ראנד דרום אפריקאי South African scientists קטגוריה:מדענים דרום אפריקאים South African soccer players קטגוריה:כדורגלנים דרום אפריקאים South African sportspeople קטגוריה:ספורטאים דרום אפריקאים South African springhare פדט דרום אפריקני South African swimmers קטגוריה:שחיינים דרום אפריקאים South African writers קטגוריה:סופרים דרום אפריקאים South America אמריקה הדרומית South America קטגוריה:אמריקה הדרומית South American Footballer of the Year כדורגלן השנה בדרום אמריקה South American Footballer of the Year תבנית:כדורגלן השנה בדרום אמריקה South American Footballer of the Year winners קטגוריה:זוכי פרס כדורגלן השנה בדרום אמריקה South American Plate הלוח הדרום-אמריקאי South American Youth Football Championship אליפות דרום אמריקה בכדורגל עד גיל 20 South American club football competitions תבנית:תחרויות כדורגל בדרום אמריקה South American coati חוטמן אדום South American culture קטגוריה:תרבויות דרום אמריקאיות South American fox שועל דרום אמריקני South American fur seal דוב ים דרום אמריקני South American gray fox שועל ארגנטינאי אפור South American lungfish דג ריאות דרום-אמריקאי South American national association football teams קטגוריה:נבחרות כדורגל דרום אמריקאיות South American sea lion אריה ים דרום-אמריקני South American snapping turtle צב נשכן דרום אמריקאי South American tapir טפיר ברזילאי South Andean deer אייל אנדים צ'יליאני South Arabia during World War I המצור על עדן South Army ארמיית הדרום South Asia דרום אסיה South Asia קטגוריה:תת-היבשת ההודית South Asian river dolphin נהרתן הגנגס South Australia אוסטרליה הדרומית South Australia קטגוריה:אוסטרליה הדרומית South Australia Mount Gambier מאונט גמבייר South Australia Murray Bridge מארי ברידג' South Australia Victor Harbor ויקטור הארבור South Baden דרום באדן South Bank סאות' בנק South Carolina קטגוריה:קרוליינה הדרומית South Carolina קרוליינה הדרומית South Carolina תבנית:קרוליינה הדרומית South Carolina Charleston צ'ארלסטון South Carolina Columbia קולומביה South Carolina Gaffney גפני South Carolina Greenville גרינוויל South Carolina History of the Jews in Charleston יהדות קרוליינה הדרומית South Carolina Senate הסנאט של קרוליינה הדרומית South Carolina State House קפיטול מדינת קרוליינה הדרומית South Carolina Sullivan's Island סאליבנס איילנד South China Karst הקארסט של דרום סין South China Sea ים סין הדרומי South China Sea קטגוריה:ים סין הדרומי South China tiger טיגריס דרום-סין South Dakota דקוטה הדרומית South Dakota קטגוריה:דקוטה הדרומית South Dakota תבנית:דקוטה הדרומית South Dakota Dallas דאלאס South Dakota Pierre פיר South Dakota Sioux Falls סו פולס South Dakota State Capitol קפיטול מדינת דקוטה הדרומית South Dakota-class battleship אוניות המערכה מסדרת דקוטה הדרומית South East England דרום-מזרח אנגליה South Florida Bulls men's basketball players קטגוריה:כדורסלני אוניברסיטת דרום פלורידה South Georgia and the South Sandwich Islands איי ג'ורג'יה הדרומית ואיי סנדוויץ' הדרומיים South Georgia and the South Sandwich Islands קטגוריה:איי ג'ורג'יה הדרומית ואיי סנדוויץ' הדרומיים South Glamorgan סאות גלמורגן South Gondar Zone דרום גונדר South Governorate דרום לבנון South Holland דרום הולנד South Holland קטגוריה:דרום הולנד South Island האי הדרומי South Island קטגוריה:האי הדרומי South Iwo Jima איוו ג'ימה הדרומי South Kensington דרום קנזינגטון South Khorasan Province דרום ח'וראסאן South Kipchakya דרום קיפצ'קיה South Korea קוריאה הדרומית South Korea קטגוריה:קוריאה הדרומית South Korea at the Olympics קוריאה הדרומית במשחקים האולימפיים South Korea at the Paralympics קוריאה הדרומית במשחקים הפאראלימפיים South Korea national basketball team נבחרת קוריאה הדרומית בכדורסל South Korea national football team נבחרת קוריאה הדרומית בכדורגל South Korea national football team managers קטגוריה:מאמני נבחרת קוריאה הדרומית בכדורגל South Korea national football team navigational boxes קטגוריה:סגלי נבחרת קוריאה הדרומית בכדורגל South Korea squad 2002 FIFA World Cup תבנית:נבחרת קוריאה הדרומית במונדיאל 2002 South Korea squad 2006 FIFA World Cup תבנית:נבחרת קוריאה הדרומית במונדיאל 2006 South Korea squad 2010 FIFA World Cup תבנית:נבחרת קוריאה הדרומית במונדיאל 2010 South Korea squad 2014 FIFA World Cup תבנית:נבחרת קוריאה הדרומית במונדיאל 2014 South Korea templates קטגוריה:תבניות ניווט - קוריאה הדרומית South Korea women's national football team נבחרת קוריאה הדרומית בכדורגל נשים South Korean actors קטגוריה:שחקני קולנוע וטלוויזיה דרום קוריאנים South Korean animated television series קטגוריה:סדרות מצוירות קוריאניות South Korean culture קטגוריה:קוריאה הדרומית: תרבות South Korean directors קטגוריה:במאים דרום קוריאנים South Korean football managers קטגוריה:מאמני כדורגל דרום קוריאנים South Korean footballers קטגוריה:כדורגלנים דרום קוריאנים South Korean idol groups קטגוריה:להקות איידול דרום קוריאניות South Korean martial artists קטגוריה:אמני לחימה דרום קוריאנים South Korean musical groups קטגוריה:להקות דרום קוריאניות South Korean musicians קטגוריה:מוזיקאים דרום קוריאנים South Korean people קטגוריה:דרום קוריאנים South Korean pianists קטגוריה:פסנתרנים דרום קוריאנים South Korean politicians קטגוריה:פוליטיקאים דרום קוריאנים South Korean sportspeople קטגוריה:ספורטאים דרום קוריאנים South Korean table tennis players קטגוריה:שחקני טניס שולחן דרום קוריאנים South Korean writers קטגוריה:סופרים דרום קוריאנים South Lebanon Army צבא דרום לבנון South Lebanon conflict הלחימה בדרום לבנון South Orkney Islands איי אורקני הדרומיים South Ossetia דרום אוסטיה South Ossetia קטגוריה:דרום אוסטיה South Ossetian Autonomous Oblast המחוז האוטונומי של דרום אוסטיה South Park סאות' פארק South Park ספר:סאות' פארק South Park קטגוריה:סאות' פארק South Park תבנית:סאות' פארק South Park characters קטגוריה:דמויות סאות' פארק South Pole הקוטב הדרומי South Pole Traverse כביש חוצה הקוטב הדרומי South Ronaldsay דרום רונלדסיי South Saxon monarchs קטגוריה:מלכי סאסקס South Sea הים הדרומי South Shetland Islands איי שטלנד הדרומיים South Sinai Governorate דרום סיני South Slavic languages קטגוריה:שפות סלאביות דרומיות South Slavic languages שפות סלאביות דרומיות South Sudan דרום סודאן South Sudan קטגוריה:דרום סודאן South Sudan Aweil אבייל South Sudan Bor בור South Sudan Oyee! המנון דרום סודאן South Sudan Wau ואו South Sudan at the Olympics דרום סודאן במשחקים האולימפיים South Sudan national basketball team נבחרת דרום סודאן בכדורסל South Sudan national football team נבחרת דרום סודאן בכדורגל South Sudan templates קטגוריה:תבניות ניווט - דרום סודאן South Sudanese culture קטגוריה:דרום סודאן: תרבות South Sudanese people קטגוריה:דרום סודאנים South Sudanese pound לירה דרום סודאנית South Tarawa דרום טאראווה South Tyrol דרום טירול South Vietnam דרום וייטנאם South Vietnam national football team נבחרת דרום וייטנאם בכדורגל South West England דרום-מערב אנגליה South West England קטגוריה:דרום-מערב אנגליה South West Pacific theatre of World War II המערכה בדרום מערב האוקיינוס השקט South Wollo Zone דרום וולו South Yemen דרום תימן South Yemen national football team נבחרת דרום תימן בכדורגל South Yorkshire דרום יורקשייר South by Southwest South by Southwest South polar skua חמסן דרומי South-East Asian theatre of World War II הזירה הדרום-מזרח אסייתית South-East Asian theatre of World War II קטגוריה:הזירה הדרום-מזרח אסייתית South-Eastern Administrative Okrug המחוז האדמיניסטרטיבי הדרום-מזרחי South-West Africa מנדט דרום-מערב אפריקה South-West Africa campaign המערכה בדרום-מערב אפריקה במלחמת העולם הראשונה South-Western Administrative Okrug המחוז האדמיניסטרטיבי הדרום-מערבי Southampton סאות'המפטון Southampton Dock Southampton Dock Southampton F.C. סאות'המפטון Southampton F.C. managers קטגוריה:מאמני סאות'המפטון Southampton F.C. players קטגוריה:כדורגלני סאות'המפטון Southampton Island סאות'המפטון Southbank Centre סאות'בנק סנטר Southeast Asia דרום-מזרח אסיה Southeast Asia Treaty Organization SEATO Southeast Asian Theatre of World War II הזירה הדרום-מזרח אסייתית Southeastern Anatolia Project פרויקט דרום-מזרח אנטוליה Southeastern Anatolia Project קטגוריה:פרויקט דרום-מזרח אנטוליה Southeastern Anatolia Region דרום-מזרח אנטוליה Southeastern Front החזית הדרום-מזרחית Southeastern Spanish ibex יעל ספרדי Southend-on-Sea סאות׳אנד-און-סי Southern Administrative Okrug המחוז האדמיניסטרטיבי הדרומי Southern Africa אפריקה הדרומית Southern Airways Flight 932 טיסה 932 של סאות'רן איירוויס Southern Alps האלפים הדרומיים Southern Bug הבוג הדרומי Southern Comfort סאות'רן קומפורט Southern Command פיקוד הדרום Southern Command קטגוריה:פיקוד הדרום Southern Cross Expedition משלחת צלב הדרום Southern Cross flags קטגוריה:דגלי הצלב הדרומי Southern Delta Aquariids דלתא אקוורידים דרומיים Southern District דרום הונג קונג Southern District מחוז הדרום Southern District קטגוריה:מחוז הדרום Southern District תבנית:מחוז הדרום Southern Dobruja דרום דוברוג'ה Southern Ethiopian People's Democratic Movement התנועה הדמוקרטית העממית הדרום אתיופית Southern Europe דרום אירופה Southern Federal District המחוז הפדרלי הדרומי Southern Federal University האוניברסיטה הפדרלית הדרומית Southern Front החזית הדרומית Southern Great Plain דרום המישור הגדול Southern Italy מצוג'ורנו Southern Lebanon דרום לבנון Southern Netherlands ארצות השפלה הדרומיות Southern Ocean האוקיינוס הדרומי Southern Ocean קטגוריה:האוקיינוס הדרומי Southern Ontario דרום אונטריו Southern Poverty Law Center המרכז המשפטי לדרום העני Southern Praying Mantis קונג פו גמל שלמה דרומי Southern Rhodesia רודזיה הדרומית Southern Rocky Mountain wolf זאב הרי הרוקי דרומי Southern Russian dialects ניבים דרום-רוסיים Southern Transdanubia דרום טרנסדנוביה Southern United States דרום ארצות הברית Southern Wall הכותל הדרומי Southern bald ibis מגלן מצויץ דרומי Southern banded newt טריטון הפסים Southern black korhaan חוברה שחורה דרומית Southern blot תספיג דנ"א Southern bottlenose whale בקבוקף דרומי Southern carmine bee-eater שרקרק ארגמני Southern cassowary קזואר מצוי Southern elephant seal פיל ים דרומי Southern giant petrel יסעור ענק דרומי Southern ground hornbill קלאו אדום-פנים Southern long-nosed armadillo ארמדיל ארוך-אף דרומי Southern masked weaver אורג מסכה אפריקני Southern naked-tailed armadillo ארמדיל חשוף-זנב דרומי Southern platyfish פלטי הכתמים Southern reedbuck צבי סוף מצוי Southern right whale אובלנה דרומית Southern right whale dolphin דולפין לווייתני דרומי Southern river otter לוטרה דרום אמריקנית Southern rockhopper penguin פינגווין מצויץ מערבי Southern royal albatross אלבטרוס מלכותי Southern screamer קמיקי הצווארון Southern tamandua דוב נמלים בינוני Southern three-banded armadillo ארמדיל מצטנף Southern tigrina נמרון דרומי Southern tree hyrax שפן עצים מזרחי Southern viscacha ויסקאשה דרומית Southern white-breasted hedgehog קיפוד מצוי Southern white-cheeked gibbon גיבון לבן לחיים דרומי Southern white-faced owl ינשוף לבן פנים דרומי Southern yellow-billed hornbill טוקוס צהוב-מקור דרומי Southland Tales עלילות סאות'לנד Southpaw ללא כפפות Southsea Castle מצודת סאות'סי Southwark Bridge גשר סאת'ק Southwark Cathedral קתדרלת סאת'ק Southwest African lion אריה קטאנגה Southwest Airlines סאות'ווסט איירליינס Southwest Division מבנה ה-NBA#הבית הדרום מערבי Southwest Florida דרום מערב פלורידה Southwest German Radio Symphony Orchestra תזמורת הרדיו של דרום-מערב גרמניה Southwestern Front החזית הדרום-מערבית Southwestern United States דרום-מערב ארצות הברית Souvenir מזכרת Souvlaki סופלקי Sovereign סובריין Sovereign Base Area שטחי בסיס ריבוניים Sovereign Grant Act 2011 חוק מענק הריבון 2011 Sovereign Military Order of Malta המסדר הסובירני הצבאי של מלטה Sovereign Military Order of Malta קטגוריה:מסדר ג'ון הקדוש Sovereign State of Forvik איי שטלנד#גאוגרפיה Sovereign immunity חסינות ריבונית Sovereign state מדינה ריבונית Sovereign states of Europe תבנית:מדינות אירופה Sovereign's Orb גלובוס הריבון Sovereign's Sceptre with Cross שרביט אדוארד הקדוש Sovereign's Sceptre with Dove שרביט היושר והרחמים Sovereignty ריבונות Sovetish Heymland סאוועטיש היימלאנד Sovetsk סובטסק Soviet סובייט Soviet Air Force קטגוריה:חיל האוויר הסובייטי Soviet Air Forces חיל האוויר הסובייטי Soviet Armed Forces הכוחות המזוינים של ברית המועצות Soviet Army קטגוריה:הצבא האדום Soviet Border Troops משמר הגבול של ברית המועצות Soviet Championship League אליפות ברית המועצות בהוקי קרח Soviet Cup הגביע הסובייטי Soviet First League ליגת המשנה הסובייטית Soviet Footballer of the Year כדורגלן השנה בברית המועצות Soviet Jews קטגוריה:יהודים סובייטים Soviet Jews in the military קטגוריה:יהודים בכוחות המזוינים של ברית המועצות Soviet Kitsch Soviet Kitsch Soviet Ministers of Defence קטגוריה:שרי ההגנה של ברית המועצות Soviet Ministers of Foreign Affairs קטגוריה:שרי החוץ של ברית המועצות Soviet Navy הצי הסובייטי Soviet Navy קטגוריה:הצי הסובייטי Soviet Navy personnel קטגוריה:ימאי הצי הסובייטי Soviet Russia in World War I קטגוריה:האימפריה הרוסית במלחמת העולם הראשונה Soviet Super Cup הסופר קאפ הסובייטי Soviet Top League ליגת העל הסובייטית Soviet Union ברית המועצות Soviet Union קטגוריה:ברית המועצות Soviet Union and the Arab–Israeli conflict יחסי ברית המועצות-ישראל Soviet Union at the Olympics ברית המועצות במשחקים האולימפיים Soviet Union at the Paralympics ברית המועצות במשחקים הפאראלימפיים Soviet Union national basketball team נבחרת ברית המועצות בכדורסל Soviet Union national football team נבחרת ברית המועצות בכדורגל Soviet Union national football team navigational boxes קטגוריה:סגלי נבחרת ברית המועצות בכדורגל Soviet Union national ice hockey team נבחרת ברית המועצות בהוקי קרח Soviet Union squad 1960 European Nations' Cup תבנית:נבחרת ברית המועצות ביורו 1960 Soviet Union squad 1962 FIFA World Cup תבנית:נבחרת ברית המועצות במונדיאל 1962 Soviet Union squad 1970 FIFA World Cup תבנית:נבחרת ברית המועצות במונדיאל 1970 Soviet Union squad 1982 FIFA World Cup תבנית:נבחרת ברית המועצות במונדיאל 1982 Soviet Union squad 1986 FIFA World Cup תבנית:נבחרת ברית המועצות במונדיאל 1986 Soviet Union squad 1990 FIFA World Cup תבנית:נבחרת ברית המועצות במונדיאל 1990 Soviet Union templates קטגוריה:תבניות ניווט - ברית המועצות Soviet War Memorial אנדרטת המלחמה הסובייטית Soviet Women's Basketball Championship אליפות ברית המועצות בכדורסל נשים Soviet World War II pilots קטגוריה:טייסים סובייטים במלחמת העולם השנייה Soviet admirals קטגוריה:אדמירלים סובייטים Soviet aircraft carrier Kiev נושאת המטוסים קייב Soviet and Russian bomber aircraft קטגוריה:מפציצים מתוצרת ברית המועצות Soviet and Russian fighter aircraft קטגוריה:מטוסי קרב מתוצרת ברית המועצות Soviet artistic gymnasts קטגוריה:מתעמלים סובייטים Soviet artists קטגוריה:אמנים סובייטים Soviet athletes קטגוריה:אתלטים סובייטים Soviet automobiles קטגוריה:מכוניות סובייטיות Soviet aviators קטגוריה:טייסים סובייטים Soviet basketball players קטגוריה:כדורסלנים סובייטים Soviet biologists קטגוריה:ביולוגים סובייטים Soviet calendar הלוח המהפכני הסובייטי Soviet canoeists קטגוריה:קיאקיסטים סובייטים Soviet casualties of World War II קטגוריה:רוסים וסובייטים שנהרגו במלחמת העולם השנייה Soviet chess players קטגוריה:שחמטאים סובייטים Soviet children's writers קטגוריה:סופרי ילדים ונוער סובייטים Soviet composers קטגוריה:מלחינים סובייטים Soviet cosmonauts קטגוריה:קוסמונאוטים סובייטים Soviet criminals קטגוריה:מורשעים בדין בברית המועצות Soviet cross-country skiers קטגוריה:גולשי סקי למרחקים סובייטים Soviet culture קטגוריה:ברית המועצות: תרבות Soviet diplomats קטגוריה:דיפלומטים סובייטים Soviet dissidents קטגוריה:מתנגדי משטר בברית המועצות Soviet dramatists and playwrights קטגוריה:מחזאים סובייטים Soviet educators קטגוריה:אנשי חינוך סובייטים Soviet emigrants to the United States קטגוריה:מהגרים מברית המועצות לארצות הברית Soviet engineers קטגוריה:מהנדסים סובייטים Soviet evacuation of Tallinn פינוי הצי הבלטי מטאלין Soviet famine of 1932–33 הרעב הסובייטי Soviet fencers קטגוריה:סייפים סובייטים Soviet film directors קטגוריה:במאי קולנוע סובייטים Soviet film editors קטגוריה:עורכי קולנוע סובייטים Soviet films קטגוריה:סרטים סובייטיים Soviet football managers קטגוריה:מאמני כדורגל סובייטים Soviet footballers קטגוריה:כדורגלנים סובייטים Soviet frigate Storozhevoy המרד על סטורוז'בוי Soviet fronts קטגוריה:חזיתות סובייטיות במלחמת העולם השנייה Soviet generals קטגוריה:גנרלים סובייטים Soviet gymnasts קטגוריה:מתעמלים סובייטים Soviet historians קטגוריה:היסטוריונים סובייטים Soviet ice hockey players קטגוריה:שחקני הוקי קרח סובייטים Soviet intelligence agencies קטגוריה:קהילת המודיעין הסובייטית Soviet invasion of Manchuria מבצע סערת אוגוסט Soviet invasion of Poland פלישת ברית המועצות לפולין Soviet inventions קטגוריה:ברית המועצות: המצאות Soviet journalists קטגוריה:עיתונאים סובייטים Soviet law קטגוריה:ברית המועצות: חוק ומשפט Soviet literature קטגוריה:ספרות סובייטית Soviet mathematicians קטגוריה:מתמטיקאים סובייטים Soviet military תבנית:הכוחות המזוינים של ברית המועצות Soviet 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סובייטים Soviet show trials קטגוריה:משפטי ראווה בברית המועצות Soviet singers קטגוריה:זמרים סובייטים Soviet space probes קטגוריה:גשושיות סובייטיות Soviet space program תוכנית החלל הסובייטית Soviet speed skaters קטגוריה:מחליקים מהירים על קרח סובייטים Soviet sportspeople קטגוריה:ספורטאים סובייטים Soviet sprinters קטגוריה:אצנים סובייטים Soviet state institutions קטגוריה:ברית המועצות: ארגונים ממשלתיים Soviet submarine B-37 B-37 Soviet submarine K-1 K-1 Soviet submarine K-19 K-19 Soviet submarine K-219 K-219 Soviet submarine K-431 K-431 Soviet submarine K-56 K-56 Soviet submarine K-8 K-8 Soviet swimmers קטגוריה:שחיינים סובייטים Soviet translators קטגוריה:מתרגמים סובייטים Soviet weightlifters קטגוריה:מרימי משקולות סובייטים Soviet writers קטגוריה:סופרים סובייטים Soviet–Afghan War מלחמת אפגניסטן Soviet–Japanese Basic Convention הסכם בייג'ינג Soviet–Japanese Neutrality Pact הסכם הנייטרליות הסובייטי-יפני Sovkhoz סובחוז Sovremennik סוברמניק Sovremennik Theatre תיאטרון סוברמניק Sowelu סוולו Sowerby's beaked whale לווייתן מקור צפון אטלנטי Soweto סווטו Soweto קטגוריה:סווטו Sowing זריעה Soy SOY Soy Luna סוי לונה Soy milk חלב סויה Soy products קטגוריה:מוצרי סויה Soy sauce רוטב סויה Soy tu dueña אשת הברזל Soybean סויה Soyombo alphabet סויומבו Soyombo symbol סויומבו Soyuz סויוז Soyuz 1 סויוז 1 Soyuz 10 סויוז 10 Soyuz 11 סויוז 11 Soyuz 12 סויוז 12 Soyuz 13 סויוז 13 Soyuz 14 סויוז 14 Soyuz 15 סויוז 15 Soyuz 16 סויוז 16 Soyuz 17 סויוז 17 Soyuz 18 סויוז 18 Soyuz 2 סויוז 2 Soyuz 20 סויוז 20 Soyuz 21 סויוז 21 Soyuz 22 סויוז 22 Soyuz 23 סויוז 23 Soyuz 24 סויוז 24 Soyuz 25 סויוז 25 Soyuz 26 סויוז 26 Soyuz 27 סויוז 27 Soyuz 28 סויוז 28 Soyuz 29 סויוז 29 Soyuz 3 סויוז 3 Soyuz 30 סויוז 30 Soyuz 31 סויוז 31 Soyuz 32 סויוז 32 Soyuz 33 סויוז 33 Soyuz 34 סויוז 34 Soyuz 35 סויוז 35 Soyuz 36 סויוז 36 Soyuz 37 סויוז 37 Soyuz 38 סויוז 38 Soyuz 39 סויוז 39 Soyuz 4 סויוז 4 Soyuz 40 סויוז 40 Soyuz 5 סויוז 5 Soyuz 6 סויוז 6 Soyuz 7 סויוז 7 Soyuz 7K-OK סויוז 7K-OK Soyuz 7K-T סויוז 7K-T Soyuz 8 סויוז 8 Soyuz 9 סויוז 9 Soyuz T-2 סויוז T-2 Soyuz T-3 סויוז T-3 Soyuz TM-21 סויוז TM-21 Soyuz TM-24 סויוז TM-24 Soyuz TM-30 סויוז TM-30 Soyuz TMA-01M סויוז TMA-01M Soyuz TMA-02M סויוז TMA-02M Soyuz TMA-10 סויוז TMA-10 Soyuz TMA-11 סויוז TMA-11 Soyuz TMA-12 סויוז TMA-12 Soyuz TMA-13 סויוז TMA-13 Soyuz TMA-14 סויוז TMA-14 Soyuz TMA-15 סויוז TMA-15 Soyuz TMA-16 סויוז TMA-16 Soyuz TMA-17 סויוז TMA-17 Soyuz TMA-18 סויוז TMA-18 Soyuz TMA-19 סויוז TMA-19 Soyuz TMA-20 סויוז TMA-20 Soyuz TMA-21 סויוז TMA-21 Soyuz TMA-22 סויוז TMA-22 Soyuz TMA-4 סויוז TMA-4 Soyuz TMA-5 סויוז TMA-5 Soyuz TMA-6 סויוז TMA-6 Soyuz TMA-7 סויוז TMA-7 Soyuz TMA-8 סויוז TMA-8 Soyuz TMA-9 סויוז TMA-9 Soyuz program קטגוריה:תוכנית סויוז Soyuz programme תוכנית סויוז Soyuz-T סויוז-T Soyuz-TM סויוז-TM Soyuzmultfilm סויוזמולטפילם Sozomen סוזומנוס Sozopol סוזופול Soča סוצ'ה Sp33dyphil/My sandbox 8 Gangnam Style SpVgg Greuther Fürth גרויטר פירט SpVgg Greuther Fürth players קטגוריה:כדורגלני גרויטר פירת' SpVgg Unterhaching אונטרהאכינג Spa ספא Spa Conference ועידת ספא Spa towns קטגוריה:מקומות מרפא Spaak Report דו"ח ספאק Space מרווח Space מרחב Space Battleship Yamato חלוצי החלל Space Buddies חברים בחלל Space Chimps קופים בחלל Space Chimps 2: Zartog Strikes Back קופים בחלל 2 Space Coast חוף החלל Space Goofs חלולים בחלל Space Invaders פולשים מהחלל Space Jam ספייס ג'אם Space Launch System Space Launch System Space Mountain הר החלל Space Needle מחט החלל Space Oddity Space Oddity Space Quest Space Quest Space Race המרוץ לחלל Space Shuttle מעבורת חלל Space Shuttle Atlantis מעבורת החלל אטלנטיס Space Shuttle Atlantis תבנית:משימות מעבורת החלל אטלנטיס Space Shuttle Challenger מעבורת החלל צ'לנג'ר Space Shuttle Challenger תבנית:משימות מעבורת החלל צ'לנג'ר Space Shuttle Challenger disaster אסון מעבורת החלל צ'לנג'ר Space Shuttle Columbia מעבורת החלל קולומביה Space Shuttle Columbia תבנית:משימות מעבורת החלל קולומביה Space Shuttle Columbia disaster אסון מעבורת החלל קולומביה Space Shuttle Discovery מעבורת החלל דיסקברי Space Shuttle Discovery תבנית:משימות מעבורת החלל דיסקברי Space Shuttle Endeavour מעבורת החלל אנדוור Space Shuttle Endeavour תבנית:משימות מעבורת החלל אנדוור Space Shuttle Enterprise מעבורת החלל אנטרפרייז Space Shuttle Independence מעבורת החלל אקספלורר Space Shuttle Pathfinder דגם מעבורת החלל פת'פיינדר Space Shuttle main engine RS-25 Space Shuttle missions קטגוריה:תוכנית מעבורות החלל Space Shuttle orbiters קטגוריה:מעבורות חלל Space Shuttle program תוכנית מעבורות החלל Space Shuttles תבנית:מעבורת חלל Space Station Freedom פרידום Space Technology 5 Space Technology 5 Space Truckin' Space Truckin' Space accidents and incidents קטגוריה:אסונות בחלל Space adventure films קטגוריה:סרטי הרפתקאות בחלל Space agencies קטגוריה:סוכנויות חלל Space bar מקש רווח Space charge מטען מרחבי Space colonization מושבת חלל Space debris פסולת חלל Space elevator מעלית חלל Space food מזון בחלל Space group חבורת סימטריות מרחבית Space industry of Russia תעשיית חלל ברוסיה Space launch vehicles קטגוריה:משגרי לוויינים וחלליות Space medicine רפואה בחלל Space observatories קטגוריה:טלסקופי חלל Space opera אופרת חלל Space probe גשושית Space probes קטגוריה:גשושיות Space program fatalities קטגוריה:הרוגים בטיסה לחלל Space program of Egypt קטגוריה:תוכנית החלל המצרית Space program of Iran קטגוריה:תוכנית החלל האיראנית Space program of Israel קטגוריה:תוכנית החלל הישראלית Space program of Japan קטגוריה:תוכנית החלל היפנית Space program of North Korea קטגוריה:תוכנית החלל של קוריאה הצפונית Space program of Russia קטגוריה:תוכנית החלל הרוסית Space program of the People's Republic of China קטגוריה:תוכנית החלל הסינית Space program of the Soviet Union קטגוריה:תוכנית החלל הסובייטית Space program of the United States קטגוריה:תוכנית החלל האמריקאית Space program templates קטגוריה:תבניות ניווט - תוכניות חלל Space programme of India קטגוריה:תוכנית החלל ההודית Space programs קטגוריה:תוכניות חלל לאומיות Space science קטגוריה:מדעי החלל Space station תחנת חלל Space stations קטגוריה:תחנות חלל Space suit חליפת חלל Space telescope טלסקופ חלל Space toilet בית שימוש בחלל Space tourism תיירות בחלל Space tourists קטגוריה:תיירי חלל Space warfare לוחמת חלל Space warfare קטגוריה:לוחמת חלל Space-Based Infrared System SBIRS Space-related awards קטגוריה:פרסים בתחום חקר החלל SpaceIL SpaceIL SpaceShipOne ספייס שיפ 1 SpaceX ספייס איקס Spaceballs שיגעון בחלל Spacecom חלל תקשורת Spacecraft חללית Spacecraft קטגוריה:חלליות Spacecraft components קטגוריה:רכיבי חללית Spacecraft propulsion קטגוריה:שיטות הנעה של חללית Spacecraft propulsion שיטות הנעה של חללית Spacedriverre ויליאם Spaceflight שיגור לחלל Spacelab ספייסלאב Spaceport נמל חלל Spaceports קטגוריה:נמלי חלל Spacepotato משתמש:Spacepotato Spaces תבנית:רווח קשיח Spaceship Earth ספינת החלל כדור הארץ Spacetime מרחב-זמן Spacewar Spacewar! Space–time tradeoff התקפת איזון זמן/זיכרון Spade-toothed whale לווייתן מקור שיני מעדר Spades תבנית:עלה Spaghetti ספגטי Spaghetti Western מערבון ספגטי Spaghetti Western films קטגוריה:מערבוני ספגטי Spaghetti alla puttanesca ספגטי אלה פוטנסקה Spaghetti code קוד ספגטי Spaghetti squash דלעת הספגטי Spaghetti-tree hoax עץ ספגטי Spaghettification ספגטיפיקציה Spain Spain Spain ספרד Spain קטגוריה:ספרד Spain Cartagena קרטחנה Spain Cuenca קואנקה Spain Cáceres קסרס Spain Davis Cup team נבחרת גביע דייוויס של ספרד Spain Jaén חאאן Spain León לאון Spain Lorca לורקה Spain Men Basketball Squad 2008 Summer Olympics תבנית:נבחרת ספרד בכדורסל באולימפיאדת 2008 Spain Men Basketball Squad 2012 Summer Olympics תבנית:נבחרת ספרד בכדורסל באולימפיאדת 2012 Spain Mérida מרידה Spain Quesada קסאדה Spain Santander סנטנדר Spain Squad 2006 FIBA World Championship תבנית:נבחרת ספרד באליפות העולם בכדורסל 2006 Spain Squad 2010 FIBA World Championship תבנית:נבחרת ספרד בגביע העולם בכדורסל 2010 Spain Squad 2014 FIBA Basketball World Cup תבנית:נבחרת ספרד בגביע העולם בכדורסל 2014 Spain Toledo טולדו Spain Toledo קטגוריה:טולדו Spain Zamora סמורה Spain at the Olympics ספרד במשחקים האולימפיים Spain at the Paralympics ספרד במשחקים הפאראלימפיים Spain football squad 1920 Summer Olympics תבנית:נבחרת ספרד באולימפיאדת אנטוורפן Spain in the Eurovision Song Contest ספרד באירוויזיון Spain international footballers קטגוריה:כדורגלני נבחרת ספרד Spain location map templates קטגוריה:תבניות מיפוי לפי מדינות: ספרד Spain men's national basketball team נבחרת ספרד בכדורסל Spain national basketball team templates קטגוריה:סגלי נבחרת ספרד בכדורסל Spain national football team נבחרת ספרד בכדורגל Spain national football team managers קטגוריה:מאמני נבחרת ספרד בכדורגל Spain national football team navigational boxes קטגוריה:סגלי נבחרת ספרד בכדורגל Spain national handball team נבחרת ספרד בכדוריד Spain national under-21 football team נבחרת ספרד בכדורגל עד גיל 21 Spain squad 1934 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1934 Spain squad 1950 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1950 Spain squad 1962 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1962 Spain squad 1964 European Nations' Cup תבנית:נבחרת ספרד ביורו 1964 Spain squad 1966 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1966 Spain squad 1978 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1978 Spain squad 1982 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1982 Spain squad 1986 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1986 Spain squad 1990 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1990 Spain squad 1994 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1994 Spain squad 1998 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 1998 Spain squad 2002 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 2002 Spain squad 2006 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 2006 Spain squad 2010 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 2010 Spain squad 2014 FIFA World Cup תבנית:נבחרת ספרד במונדיאל 2014 Spain squad UEFA Euro 1980 תבנית:נבחרת ספרד ביורו 1980 Spain squad UEFA Euro 1984 תבנית:נבחרת ספרד ביורו 1984 Spain squad UEFA Euro 1988 תבנית:נבחרת ספרד ביורו 1988 Spain squad UEFA Euro 1996 תבנית:נבחרת ספרד ביורו 1996 Spain squad UEFA Euro 2000 תבנית:נבחרת ספרד ביורו 2000 Spain squad UEFA Euro 2004 תבנית:נבחרת ספרד ביורו 2004 Spain squad UEFA Euro 2012 תבנית:נבחרת ספרד ביורו 2012 Spain squad UEFA Euro 2016 תבנית:נבחרת ספרד ביורו 2016 Spain stubs קטגוריה:קצרמר ספרד Spain women's national basketball team נבחרת ספרד בכדורסל נשים Spain women's national football team נבחרת ספרד בכדורגל נשים Spain Ávila אווילה Spalacidae חולדיים Spalacidae קטגוריה:חולדיים Spalax חולד ארצישראלי Spalerosophis diadema מטבעון מדבר Spam לוף Spamalot ספאמלוט Spamming ספאם Spamming קטגוריה:ספאם Spanair ספנאייר Spandau שפנדאו Spandau Citadel מצודת שפנדאו Spandau Prison כלא שפנדאו Spania ספניה SpaniardGR/Goethe's Faust פאוסט Spaniards ספרדים Spanish American wars of independence קטגוריה:מלחמות העצמאות של אמריקה הלטינית Spanish Armada הארמדה הספרדית Spanish Armed Forces הכוחות המזוינים של ספרד Spanish Civil War מלחמת האזרחים בספרד Spanish Civil War קטגוריה:מלחמת האזרחים בספרד Spanish Cross הצלב הספרדי Spanish East Indies איי הודו המזרחית הספרדיים Spanish Empire האימפריה הספרדית Spanish Eurovision Song Contest entrants קטגוריה:נציגי ספרד באירוויזיון Spanish Fighting Bull שור קרב ספרדי Spanish Formosa פורמוסה הספרדית Spanish Golden Age תור הזהב של ספרד Spanish Gothic architecture אדריכלות גותית ספרדית Spanish Harbor Key ספאניש הארבור קי Spanish Inquisition האינקוויזיציה הספרדית Spanish Jews קטגוריה:יהודים ספרדים Spanish LGBT-related films קטגוריה:סרטי להט"ב ספרדיים Spanish LGBT-related television programs קטגוריה:תוכניות להט"ב ספרדיות Spanish Legion הלגיון הספרדי Spanish Mastiff מסטיף ספרדי Spanish Ministers of Defence קטגוריה:שרי ההגנה של ספרד Spanish Ministers of Education קטגוריה:שרי החינוך של ספרד Spanish Nobel laureates קטגוריה:זוכי פרס נובל ספרדים Spanish Righteous Among the Nations קטגוריה:ספרדים חסידי אומות העולם Spanish Royal Crown כתר ממלכת ספרד Spanish Steps המדרגות הספרדיות Spanish Synagogue בית הכנסת הספרדי Spanish Wikipedia ויקיפדיה הספרדית Spanish action films קטגוריה:סרטי פעולה ספרדיים Spanish actors קטגוריה:שחקני קולנוע וטלוויזיה ספרדים Spanish admirals קטגוריה:אדמירלים ספרדים Spanish architects קטגוריה:אדריכלים ספרדים Spanish artists קטגוריה:אמנים ספרדים Spanish astronomers קטגוריה:אסטרונומים ספרדים Spanish athletes קטגוריה:אתלטים ספרדים Spanish awards קטגוריה:פרסים ספרדיים Spanish basketball players קטגוריה:כדורסלנים ספרדים Spanish businesspeople קטגוריה:אנשי עסקים ספרדים Spanish chefs קטגוריה:שפים ספרדים Spanish chess players קטגוריה:שחמטאים ספרדים Spanish clergy קטגוריה:אנשי דת ספרדים Spanish coats of arms קטגוריה:ספרד: קהילות אוטונומיות: סמלים Spanish communists קטגוריה:קומוניסטים ספרדים Spanish composers קטגוריה:מלחינים ספרדים Spanish conquest of the Aztec Empire כיבוש מקסיקו Spanish criminals קטגוריה:מורשעים בדין בספרד Spanish cuisine קטגוריה:המטבח הספרדי Spanish culture קטגוריה:ספרד: תרבות Spanish culture by autonomous community קטגוריה:תרבות לפי קהילה אוטונומית בספרד Spanish cyclists קטגוריה:רוכבי אופניים ספרדים Spanish dancers קטגוריה:רקדנים ספרדים Spanish diplomats קטגוריה:דיפלומטים ספרדים Spanish directors קטגוריה:במאים ספרדים Spanish dramatists and playwrights קטגוריה:מחזאים ספרדים Spanish economists קטגוריה:כלכלנים ספרדים Spanish engineers קטגוריה:מהנדסים ספרדים Spanish explorers קטגוריה:מגלי ארצות ספרדים Spanish fashion designers קטגוריה:מעצבי אופנה ספרדים Spanish female models קטגוריה:דוגמניות ספרדיות Spanish female tennis players קטגוריה:טניסאיות ספרדיות Spanish fess פס ספרדי Spanish film directors קטגוריה:במאי קולנוע ספרדים Spanish films קטגוריה:סרטים ספרדיים Spanish flags תבנית:דגלי ספרד Spanish football managers קטגוריה:מאמני כדורגל ספרדים Spanish footballers קטגוריה:כדורגלנים ספרדים Spanish guitarists קטגוריה:גיטריסטים ספרדים Spanish handball players קטגוריה:שחקני כדוריד ספרדים Spanish ibex יעל איברי Spanish journalists קטגוריה:עיתונאים ספרדים Spanish jurists קטגוריה:משפטנים ספרדים Spanish language ספרדית Spanish language קטגוריה:ספרדית Spanish law קטגוריה:ספרד: חוק ומשפט Spanish literature קטגוריה:ספרות ספרדית Spanish mathematicians קטגוריה:מתמטיקאים ספרדים Spanish military personnel קטגוריה:אנשי צבא ספרדים Spanish murderers קטגוריה:מורשעים בעבירות המתה בספרד Spanish music קטגוריה:מוזיקה ספרדית Spanish musical groups קטגוריה:להקות ספרדיות Spanish musicians קטגוריה:מוזיקאים ספרדים Spanish nobility קטגוריה:אצולה ספרדית Spanish painters קטגוריה:ציירים ספרדים Spanish people קטגוריה:ספרדים Spanish people by occupation קטגוריה:ספרדים לפי מקצוע Spanish people with disabilities קטגוריה:נכות: ספרדים Spanish philosophers קטגוריה:פילוסופים ספרדים Spanish physicians קטגוריה:רופאים ספרדים Spanish poets קטגוריה:משוררים ספרדים Spanish politicians קטגוריה:פוליטיקאים ספרדים Spanish priests קטגוריה:כמרים ספרדים Spanish princesses קטגוריה:נסיכות ספרדיות Spanish protectorate in Morocco מרוקו הספרדית Spanish rabbis קטגוריה:רבנים ספרדים Spanish royal consorts קטגוריה:נשות מלכים ספרדים Spanish sailors קטגוריה:ימאים ספרדים Spanish scientists קטגוריה:מדענים ספרדים Spanish sculptors קטגוריה:פסלים ספרדים Spanish ship Santísima Trinidad סנטיסימה טרינידד Spanish singers קטגוריה:זמרים ספרדים Spanish solution הפתרון הספרדי Spanish sparrow דרור ספרדי Spanish sportspeople קטגוריה:ספורטאים ספרדים Spanish swimmers קטגוריה:שחיינים ספרדים Spanish tennis players קטגוריה:טניסאים ספרדים Spanish treasure fleet צי האינדיאס Spanish wine קטגוריה:יינות ספרדיים Spanish words and phrases קטגוריה:מילים וביטויים בספרדית Spanish writers קטגוריה:סופרים ספרדים Spanish-language films קטגוריה:סרטים בספרדית Spanish-language singers קטגוריה:זמרים השרים בספרדית Spanish-language songs קטגוריה:שירים בספרדית Spanish–American War מלחמת ארצות הברית-ספרד Spanning Tree Protocol פרוטוקול העץ הפורש Spanning tree עץ פורש Sparabara ספרברה Sparassodonta ספרסודונטה Sparidae ספרוסיים Sparidae קטגוריה:ספרוסיים Spark ספארק Spark Networks ספארק נטוורקס Spark plug מצת Sparkassen-Arena שפארקסן ארנה Sparklehorse ספרקלהורס Sparkling wine יין נתזים Sparkling wines קטגוריה:יין נתזים Sparky Macgillicuddy/sandbox טיעון Sparrhorn שפארהורן Sparrow דרוריים Sparse matrix מטריצה דלילה Sparta ספרטה Sparta קטגוריה:ספרטה Sparta Rotterdam ספרטה רוטרדם Sparta Rotterdam players קטגוריה:כדורגלני ספרטה רוטרדם Spartacist uprising מרד הספרטקיסטים Spartacus ספרטקוס Spartacus International Gay Guide ספרטקוס Spartacus League הליגה הספרטקיסטית Spartacus; Blood and Sand 2010 Intertitle.png קובץ:Spartacus Blood and Sand.png Spartak Moscow ספרטק מוסקבה Spartak Stadium אצטדיון ספרטק Spartak Subotica.svg קובץ:Spartak Subotica svg.png Spartan ספרטן Spartan Constitution המשטר הספרטני Spartan army צבא ספרטה Spartium אחירותם החורש Spasm עווית Spasskaya Tower מגדל ספאסקאיה Spathiphyllum ספטיפיליום Spatial cognition תפיסה מרחבית Spatial disorientation ורטיגו Spatial-numerical association of response codes אפקט סנרק Spatula מרית Spawn ספון Speak & Spell Speak & Spell Speak Now Speak Now Speak Now World Tour – Live Speak Now: World Tour Live Speak to Me The Dark Side of the Moon#Speak to Me Speakeasy ספיק איזי Speaker for the Dead קול למתים Speaker of the House of Commons יושב ראש בית הנבחרים הבריטי Speaker of the United States House of Representatives יושב ראש בית הנבחרים של ארצות הברית Speakers of the British House of Commons קטגוריה:יושבי ראש בית הנבחרים הבריטי Speakers of the Knesset קטגוריה:יושבי ראש הכנסת Speakers of the National Council קטגוריה:יושבי ראש הפרלמנט הסלובקי Speakers of the United States House of Representatives קטגוריה:יושבי ראש בית הנבחרים של ארצות הברית Speakers' Corner פינת הנואמים Speaking clock השעון הדובר Spear חנית Spearman's rank correlation coefficient מתאם ספירמן Spearmint נענע קרחת Spears ספירס Special Activities Division האגף לפעולות מיוחדות Special Air Service SAS Special Air Service קטגוריה:SAS Special Air Service soldiers קטגוריה:חיילי ה-SAS Special Boat Service SBS Special Communications Service of Russia השירות לתקשורת מיוחדת ומידע של רוסיה Special Corps of Gendarmes חיל הז'נדרמים המיוחד של רוסיה Special Forces הכוחות המיוחדים של צבא ארצות הברית Special Interrogation Group קבוצת החקירות המיוחדת Special Night Squads פלגות הלילה המיוחדות Special Olympics ספיישל אולימפיקס Special Operations Executive מנהלת המבצעים המיוחדים Special Operations Executive קטגוריה:מנהלת המבצעים המיוחדים Special Operations Forces of the United States קטגוריה:ארצות הברית: יחידות מובחרות Special Purpose Islamic Regiment הרגימנט האסלאמי למשימות מיוחדות Special Reconnaissance Regiment רגימנט הסיור המיוחד Special Relationship היחסים המיוחדים Special Shabbat שבתות מיוחדות Special administrative regions of China אזור מנהלי מיוחד Special administrative regions of China קטגוריה:סין: אזורים מנהליים מיוחדים Special case מקרה פרטי Special edition מהדורה מוגבלת Special education חינוך מיוחד Special effect אפקטים מיוחדים Special effects קטגוריה:אפקטים מיוחדים בקולנוע Special events flags קטגוריה:דגלים היסטוריים Special forces כוחות מיוחדים Special forces קטגוריה:יחידות עילית Special forces of Israel קטגוריה:יחידות מובחרות בצה"ל Special forces of Russia קטגוריה:קהילת המודיעין הרוסית Special forces of the United Kingdom קטגוריה:בריטניה: יחידות מובחרות Special member state territories and the European Union חברות מיוחדות באיחוד האירופי Special page ויקיפדיה:דפים מיוחדים Special pages ויקיפדיה:דפים מיוחדים Special relationship היחסים המיוחדים Special relativity קטגוריה:תורת היחסות הפרטית Special relativity תורת היחסות הפרטית Special territories of the European Union קטגוריה:חברות מיוחדות באיחוד האירופי Special wards of Tokyo קטגוריה:טוקיו: רבעים Speciation היווצרות המינים Species מין Species מין מסוכן Species 8472 גזע 8472 Species by IUCN Red List category קטגוריה:חי וצומח לפי מצב שימור Species diversity מגוון מינים Species extinct in the wild קטגוריה:מינים שנכחדו בטבע Species made extinct by human activities קטגוריה:מינים שהוכחדו בידי האדם Species reintroduction השבת בעלי חיים לטבע Speciesism סוגנות Specific gravity משקל סגולי Specific impulse מתקף סגולי Specific language impairment לקות שפה Specific phobia פוביה ספציפית Specific social phobia חרדה חברתית Specific surface area שטח פנים סגולי Speckled mousebird קוליוס ממושקף Spectacled bear דוב המשקפיים Spectacled caiman קיימן ממושקף Spectacled cormorant קורמורן ממושקף Spectacled porpoise פוקנה ממושקפת Spector ספקטור Spectral bat ערפד חקיין Spectral line הרחבות ספקטרליות Spectral theorem משפט הפירוק הספקטרלי Spectre הספקטר Spectre ספקטר Spectrometer ספקטרומטר אופטי Spectroscopy ספקטרוסקופיה Spectroscopy קטגוריה:ספקטרוסקופיה Spectrum ספקטרום Spectrum analyzer נתח תדרים Spectrum of a ring ספקטרום של חוג Specular reflection החזר ראי Speculation ספקולציה Speculative fiction ספרות ספקולטיבית Speech דיבור Speech פרדינן דה סוסיר#מושגי יסוד של דה סוסיר Speech act פעולת דיבור Speech and language pathologists קטגוריה:קלינאי תקשורת Speech balloon בועת דיבור Speech disorder הפרעות דיבור בגיל הרך Speech from the throne נאום מן הכס Speech recognition מערכת זיהוי דיבור Speech-language pathology קלינאי תקשורת Speeches קטגוריה:נאומים Speeches by Winston Churchill קטגוריה:נאומי וינסטון צ'רצ'יל Speechwriters קטגוריה:כותבי נאומים Speed ספיד Speed Grapher ספיד גראפר Speed Racer: The Next Generation ספיד רייסר - הדור הבא Speed bump פס האטה Speed limit enforcement מכמונת מהירות Speed of Sound Speed of Sound Speed of light מהירות האור Speed of sound מהירות הקול Speed skaters קטגוריה:מחליקים מהירים על קרח Speed skating קטגוריה:החלקה מהירה על קרח Speed skiing סקי מהירות Speedball ספידבול Speeder קרונית תחזוקה Speedo ספידו Speedometer מדידת מהירות Speedometer-dualsystem.jpeg תמונה:Speedometer-dualsystem.jpg Speedy מיה דירדן Speedy Gonzales Speedy Gonzales Speicherstadt שפייכרשטאט Speightstown ספייטסטאון Spejbl and Hurvínek ספייבל והורבינק Speke's gazelle צבי ספיקי Speleologists קטגוריה:ספלאולוגים Speleology ספלאולוגיה Speleology קטגוריה:ספלאולוגיה Spell My Name with an S איית את שמי באות ס' Spellbinder במלכודת העולמות Spellbound בכבלי השכחה Spelling כתיב Spelling alphabet אלפבית צלילי Spelt כוסמין Spencer ספנסר Spencer Hawes ספנסר האווס Spencer Haywood ספנסר הייווד Spencer Johnson ספנסר ג'ונסון Spencer Perceval ספנסר פרסיבל Spencer Tracy ספנסר טרייסי Spencer Tunick ספנסר טוניק Spencer family בית ספנסר Spencer-Churchill family קטגוריה:משפחת ספנסר-צ'רצ'יל Spenser ספנסר Sper ספרי Sperber שפרבר Sperm bank בנק זרע Sperm donation תרומת זרע Sperm theft גניבת זרע Sperm whale ראשתן גדול ראש Sperm whales קטגוריה:דמויי ראשתן Spermatogenesis ספרמטוגנזה Spermatophore ספרמטופור Spermatophyte צמחי זרע Spermatozoon תא זרע Spermicide קוטל זרע Sperner's lemma הלמה של שפרנר Sperrgebiet שפרגביט Spertus Institute for Jewish Learning and Leadership מכון ספרטוס Spesh531/Azawad אזוואד Spessartine ספסרטין Spetses ספצס Spetsnaz ספצנאז Spettekaka ספטטאקהקה Speyer שפייר Spezia Calcio ספציה Sphacteria ספקטריה Sphaerodactylidae ספארוקטיליים Sphalerite ספלריט Spheniscidae קטגוריה:פינגוויניים Sphenodontia קטגוריה:מחודקי ראש Sphenoid bone עצם היתד Sphere ספירה Sphere of influence אזור השפעה Spherical Earth מודל הארץ ככדור Spherical aberration אברציה כדורית Spherical cap כיפה Spherical coordinate system קואורדינטות כדוריות Spherical geometry גאומטריה ספירית Spherical harmonics הרמוניות ספריות Spherical law of cosines טריגונומטריה ספירית#משפט הקוסינוסים Spherical trigonometry טריגונומטריה ספירית Spherification ספריפיקציה Spheroid ספרואיד Spheroidal weathering בליה ספרואידית Spherulite ספרוליט Sphingidae קטגוריה:רפרפיים Sphingidae רפרפיים Sphingolipid ספינגוליפיד Sphingomyelin ספינגומיילין Sphinx ספינקס Sphodromantis viridis גמל שלמה ירוק Sphygmomanometer מד לחץ דם Sphynx cat חתול ספינקס Sphyraenidae קטגוריה:אספירנות Sphyrna פטישן Spica ספיקה Spice Spice Spice ספייס Spice תבלין Spice Girls ספייס גירלז Spice Girls קטגוריה:ספייס גירלז Spice Girls תבנית:ספייס גירלז SpiceMan/San Martin חוסה דה סן מרטין Spicegw 001/Summer Camps in Alberta מחנה קיץ Spices קטגוריה:תבלינים Spiceworld Spiceworld Spiclypeus ספיקליפיוס Spider סוליטר עכביש Spider ספיידר Spider עכבישאים Spider web קורי עכביש Spider-Man ספיידרמן Spider-Man ספיידרמן: סדרת האנימציה Spider-Man קטגוריה:ספיידרמן Spider-Man 2 ספיידרמן 2 Spider-Man 3 ספיידרמן 3 Spider-Man Unlimited ספיידרמן ללא גבולות Spider-Man and His Amazing Friends ספיידרמן וחבריו המופלאים Spider-Man films קטגוריה:סרטי ספיידרמן Spider-Man films תבנית:סדרת סרטי ספיידרמן Spider-Man in film ספיידרמן Spider-Man: Homecoming ספיידרמן: חזרה הביתה Spider-Woman ספיידרוומן Spiders קטגוריה:עכבישאים Spiegel שפיגל Spiegelmann שפיגלמן Spies קטגוריה:מרגלים Spiez שפיץ Spiff and Hercules פיף ותלתול Spike ספייק Spike Jonze ספייק ג'ונז Spike Lee ספייק לי SpikeToronto/userboxes/Same Sex Married תבנית:משתמש נשוי Spillway מברץ Spilostethus pandurus פנדור אדמוני Spin ספין Spin ספין תקשורתי Spin City ספין סיטי Spin glass זכוכית ספין Spin-off ספין-אוף Spina bifida ספינה ביפידה Spinach תרד Spinal board קרש גב Spinal cord חוט השדרה Spinal cord injury פגיעה בחוט השדרה Spinal disc herniation פריצת דיסק Spinalonga ספינלונגה Spindle פלך Spinel ספינל Spinel group קבוצת הספינל Spinka חסידות ספינקה Spinner dolphin סטנלה ארוכת חרטום Spinneys ספיניס Spinning טווייה Spinone Italiano ספינונה איטלקי Spinops ספינופס Spinosaurids קטגוריה:ספינוזאוריים Spinosaurus ספינוזאורוס Spinster רווקה זקנה Spintria ספינטריה Spintronics ספינטרוניקה Spiny mouse קוצן Spin–statistics theorem משפט ספין-סטטיסטיקה Spiraeoideae Spiraeoideae Spiral ספירלה Spiral Jetty מזח לולייני Spiral bacteria סלילון Spiral galaxy גלקסיה ספירלית Spiral of silence ספירלת השתיקה Spire צריח מחודד Spire of Dublin החוד של דבלין Spirent ספיירנט Spirit ספיריט Spirit level פלס בנאים Spirit of Eden Spirit of Eden Spirit of St. Louis ספיריט אוף סנט לואיס Spirit possession איחוז Spirit: Stallion of the Cimarron סוס פרא Spirited Away המסע המופלא Spirited Away poster.JPG קובץ:Spirited Away poster.jpg Spirits Dancing in the Flesh Spirits Dancing in the Flesh Spiritual ספיריטואלז Spiritual Assembly האסיפות הרוחניות Spiritual Exercises of Ignatius of Loyola תרגילים רוחניים Spiritual Genocide Spiritual Genocide Spiritual teachers קטגוריה:מורים רוחניים Spiritualism ספיריטואליזם Spirituality רוחניות Spiro Agnew ספירו אגניו Spiro compound תרכובת ספירו Spirobranchus giganteus סלילונית ענק Spirocerca lupi תולעת הפארק Spirodela אגמית Spirometer ספירומטר Spirometry ספירומטריה Spirou ספירו Spirou Charleroi ספירו שרלרואה Spirou Charleroi players קטגוריה:כדורסלני ספירו שרלרואה Spirula ספירולה שופרית Spirulida ספירולאים Spit ספיד Spitalfields Market שוק ספיטלפילדס Spitamenes ספיטמנס SpitfireIX611a.jpg ספיטפייר Spithead and Nore mutinies מרידות המלחים בספיטהד ונור Spiti ספיטי Spiti Valley ספיטי Spits קטגוריה:לשונות חול Spitsbergen שפיצברגן Spitting יריקה Spitting Image Spitting Image Spitting cobra קוברה יורקת Spittoon מרקקה Spitty with clipped wings.jpg ספיטפייר Spitz כלבי שפיץ Spitz שפיץ Spitzer שפיצר Spitzer Space Telescope טלסקופ החלל שפיצר Spivak ספיבק Spix's guan פנלופת ספיקס Spix's macaw מקאו ספיקס Spixii41.jpg ספיטפייר Spiš Castle ספישסקי הראד Spišská Kapitula and St. Martin's Cathedral ספישסקה קפיטולה Spišské Podhradie ספישסקה פודהרדייה Spjelgus/draft MicroRNA Splash ספלאש Splash Mountain הר הרסס Splash screen Splash screen Splatter film גור Splay tree עץ Splay Spleen טחול Splendeurs et misères des courtisanes זוהר ושקיעה של יצאניות צמרת Splendid isolation בדידות מזהירה Splendor in the Grass זוהר בדשא Splenectomy ספלנקטומיה Splenic artery עורק הטחול Splenic vein וריד הטחול Spliced האי המוטרף Spliceosome ספלייסוזום Spliffy/haha תנ"ך Splinter ספלינטר Splinter bid ספלינטר Split חצויה Split שפגאט Split of early Christianity and Judaism התפצלות הנצרות מתוך היהדות Split-apart תבנית:פיצול Split-brain מוח חצוי Splitting פיצול Splitting field שדה פיצול Spock ספוק Spodik ספודיק Spodoptera littoralis פרודניה Spodumene ספודומן Spoiler ויקיפדיה:אזהרת פרטי עלילה Spoiler ספוילר Spoken articles ויקיפדיה:ערכים מוקלטים Spoken articles קטגוריה:ערכים מוקלטים Spoken word ספוקן וורד Spokesperson דובר Spokespersons קטגוריה:דוברים Spoleto ספולטו Spolia שימוש משני Spolia opima ספוליה אופימה Sponde ספונדה Spondylolysis ספונדילוליזיס Spondylosis קשחת חוליות Sponge ספוג Sponge ספוגיים Sponge cake עוגת ספוג Sponge function פונקציית ספוג Sponge grenade כדור ספוג SpongeBob SquarePants בובספוג מכנסמרובע SpongeBob SquarePants קטגוריה:בובספוג מכנסמרובע SpongeBob SquarePants תבנית:בובספוג מכנסמרובע SpongeBob SquarePants characters קטגוריה:בובספוג מכנסמרובע - דמויות SpongeBob's Atlantis SquarePantis אטלנטיס מכנסמרובע SpongeBob's Truth or Square בובספוג מתחת לאפס Spongiforma squarepantsii Spongiforma squarepantsii Sponsor חסות מסחרית Spontaneous combustion בעירה ספונטנית Spontaneous emission פליטה ספונטנית Spontaneous generation תאוריית הבריאה הספונטנית Spontaneous human combustion התלקחות ספונטנית Spontaneous process תהליך ספונטני Spontaneous symmetry breaking שבירת סימטריה ספונטנית Spooks ספוקס Spooks קטגוריה:ספוקס Spooling Spooling Spoon כף Spoon bending כיפוף כפיות Spoonbill כפן Spoonerism ביטוי משוכל Spoons sex position תנוחת כפיות Sporades האיים הספורדיים Sporadic group משפט המיון לחבורות פשוטות סופיות Sporangium מנבג Spore נבג Spore ספור Spore ספורה Sporogenesis ספורוציט Sporophyte ספורופיט Sporothrix schenckii Sporothrix schenckii Sport ספורט Sport 5 ערוץ הספורט Sport Club Corinthians Paulista קורינתיאנס Sport Club Corinthians Paulista managers קטגוריה:מאמני קורינתיאנס Sport Club Corinthians Paulista players קטגוריה:כדורגלני קורינתיאנס Sport Club Internacional מועדון ספורט אינטרנסיונל Sport Club Internacional players קטגוריה:כדורגלני אינטרנסיונל Sport Club do Recife רסיפה Sport Club do Recife players קטגוריה:כדורגלני רסיפה Sport aircraft קטגוריה:מטוסי אירובטיקה Sport bikes קטגוריה:אופנועי ספורט Sport by continent קטגוריה:ספורט לפי יבשות Sport by country קטגוריה:ספורט לפי מדינה Sport in Afghanistan קטגוריה:אפגניסטן: ספורט Sport in Africa קטגוריה:אפריקה: ספורט Sport in Albania קטגוריה:אלבניה: ספורט Sport in Algeria קטגוריה:אלג'יריה: ספורט Sport in Amsterdam קטגוריה:אמסטרדם: ספורט Sport in Andalusia קטגוריה:אנדלוסיה: ספורט Sport in Andorra קטגוריה:אנדורה: ספורט Sport in Angola קטגוריה:אנגולה: ספורט Sport in Anguilla קטגוריה:אנגווילה: ספורט Sport in Antigua and Barbuda קטגוריה:אנטיגואה וברבודה: ספורט Sport in Antwerp קטגוריה:אנטוורפן: ספורט Sport in Argentina קטגוריה:ארגנטינה: ספורט Sport in Argentina by province קטגוריה:ספורט בארגנטינה לפי פרובינציה Sport in Armenia קטגוריה:ארמניה: ספורט Sport in Aruba קטגוריה:ארובה: ספורט Sport in Ashdod קטגוריה:אשדוד: ספורט Sport in Ashkelon קטגוריה:אשקלון: ספורט Sport in Asia קטגוריה:אסיה: ספורט Sport in Athens קטגוריה:אתונה: ספורט Sport in Australia קטגוריה:אוסטרליה: ספורט Sport in Austria קטגוריה:אוסטריה: ספורט Sport in Azerbaijan קטגוריה:אזרבייג'ן: ספורט Sport in Baden-Württemberg קטגוריה:באדן-וירטמברג: ספורט Sport in Bahrain קטגוריה:בחריין: ספורט Sport in Baku קטגוריה:באקו: ספורט Sport in Bangladesh קטגוריה:בנגלדש: ספורט Sport in Barbados קטגוריה:ברבדוס: ספורט Sport in Barcelona קטגוריה:ברצלונה: ספורט Sport in Bavaria קטגוריה:בוואריה: ספורט Sport in Beersheba קטגוריה:באר שבע: ספורט Sport in Beijing קטגוריה:בייג'ינג: ספורט Sport in Belarus קטגוריה:בלארוס: ספורט Sport in Belfast קטגוריה:בלפסט: ספורט Sport in Belgium קטגוריה:בלגיה: ספורט Sport in Belgrade קטגוריה:בלגרד: ספורט Sport in Belize קטגוריה:בליז: ספורט Sport in Belo Horizonte קטגוריה:בלו הוריזונטה: ספורט Sport in Benin קטגוריה:בנין: ספורט Sport in Berlin קטגוריה:ברלין: ספורט Sport in Bern קטגוריה:ברן: ספורט Sport in Bhutan קטגוריה:בהוטן: ספורט Sport in Bilbao קטגוריה:בילבאו: ספורט Sport in Bolivia קטגוריה:בוליביה: ספורט Sport in Bologna קטגוריה:בולוניה: ספורט Sport in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: ספורט Sport in Botswana קטגוריה:בוטסואנה: ספורט Sport in Brazil קטגוריה:ברזיל: ספורט Sport in Brazil by city קטגוריה:ספורט בברזיל לפי עיר Sport in Brazil by state קטגוריה:ספורט בברזיל לפי מדינה Sport in Brittany קטגוריה:ברטאן: ספורט Sport in Brunei קטגוריה:ברוניי: ספורט Sport in Brussels קטגוריה:בריסל: ספורט Sport in Budapest קטגוריה:בודפשט: ספורט Sport in Buenos Aires קטגוריה:בואנוס איירס: ספורט Sport in Buenos Aires Province קטגוריה:פרובינציית בואנוס איירס: ספורט Sport in Bulgaria קטגוריה:בולגריה: ספורט Sport in Burkina Faso קטגוריה:בורקינה פאסו: ספורט Sport in Burundi קטגוריה:בורונדי: ספורט Sport in Cairo קטגוריה:קהיר: ספורט Sport in Cambodia קטגוריה:קמבודיה: ספורט Sport in Cameroon קטגוריה:קמרון: ספורט Sport in Canada קטגוריה:קנדה: ספורט Sport in Canada by city קטגוריה:ספורט בקנדה לפי עיר Sport in Canada by province or territory קטגוריה:ספורט בקנדה לפי פרובינציה Sport in Cape Verde קטגוריה:כף ורדה: ספורט Sport in Catalonia קטגוריה:קטלוניה: ספורט Sport in Central America קטגוריה:אמריקה המרכזית: ספורט Sport in Chad קטגוריה:צ'אד: ספורט Sport in Chile קטגוריה:צ'ילה: ספורט Sport in China קטגוריה:הרפובליקה העממית של סין: ספורט Sport in Colombia קטגוריה:קולומביה: ספורט Sport in Comoros קטגוריה:קומורו: ספורט Sport in Copenhagen קטגוריה:קופנהגן: ספורט Sport in Costa Rica קטגוריה:קוסטה ריקה: ספורט Sport in Croatia קטגוריה:קרואטיה: ספורט Sport in Cuba קטגוריה:קובה: ספורט Sport in Curaçao קטגוריה:קוראסאו: ספורט Sport in Cyprus קטגוריה:קפריסין: ספורט Sport in Czechoslovakia קטגוריה:צ'כוסלובקיה: ספורט Sport in Denmark קטגוריה:דנמרק: ספורט Sport in Djibouti קטגוריה:ג'יבוטי: ספורט Sport in Dominica קטגוריה:דומיניקה: ספורט Sport in East Germany קטגוריה:גרמניה המזרחית: ספורט Sport in East Timor קטגוריה:מזרח טימור: ספורט Sport in Ecuador קטגוריה:אקוודור: ספורט Sport in Edinburgh קטגוריה:אדינבורו: ספורט Sport in Egypt קטגוריה:מצרים: ספורט Sport in El Salvador קטגוריה:אל סלוודור: ספורט Sport in England קטגוריה:אנגליה: ספורט Sport in Equatorial Guinea קטגוריה:גינאה המשוונית: ספורט Sport in Eritrea קטגוריה:אריתריאה: ספורט Sport in Estonia קטגוריה:אסטוניה: ספורט Sport in Ethiopia קטגוריה:אתיופיה: ספורט Sport in Europe קטגוריה:אירופה: ספורט Sport in Europe by country קטגוריה:ספורט באירופה לפי מדינה Sport in Fiji קטגוריה:פיג'י: ספורט Sport in Finland קטגוריה:פינלנד: ספורט Sport in France קטגוריה:צרפת: ספורט Sport in France by region קטגוריה:ספורט בצרפת לפי חבל Sport in Frankfurt קטגוריה:פרנקפורט: ספורט Sport in French Guiana קטגוריה:גיאנה הצרפתית: ספורט Sport in Gabon קטגוריה:גבון: ספורט Sport in Galicia קטגוריה:גליסיה: ספורט Sport in Gauteng קטגוריה:חאוטנג: ספורט Sport in Geneva קטגוריה:ז'נבה: ספורט Sport in Georgia קטגוריה:גאורגיה: ספורט Sport in Germany קטגוריה:גרמניה: ספורט Sport in Germany by city קטגוריה:ספורט בגרמניה לפי עיר Sport in Germany by state קטגוריה:ספורט בגרמניה לפי מדינה Sport in Ghana קטגוריה:גאנה: ספורט Sport in Gibraltar קטגוריה:גיברלטר: ספורט Sport in Glasgow קטגוריה:גלאזגו: ספורט Sport in Gothenburg קטגוריה:גטבורג: ספורט Sport in Greece קטגוריה:יוון: ספורט Sport in Grenada קטגוריה:גרנדה: ספורט Sport in Guadeloupe קטגוריה:גוואדלופ: ספורט Sport in Guatemala קטגוריה:גואטמלה: ספורט Sport in Guinea קטגוריה:גינאה: ספורט Sport in Guinea-Bissau קטגוריה:גינאה ביסאו: ספורט Sport in Guyana קטגוריה:גיאנה: ספורט Sport in Haifa קטגוריה:חיפה: ספורט Sport in Haiti קטגוריה:האיטי: ספורט Sport in Hamburg קטגוריה:המבורג: ספורט Sport in Hauts-de-France קטגוריה:נור-פה דה קאלה: ספורט Sport in Helsinki קטגוריה:הלסינקי: ספורט Sport in Herzliya קטגוריה:הרצליה: ספורט Sport in Hesse קטגוריה:הסן: ספורט Sport in Honduras קטגוריה:הונדורס: ספורט Sport in Hong Kong קטגוריה:הונג קונג: ספורט Sport in Hungary קטגוריה:הונגריה: ספורט Sport in Iceland קטגוריה:איסלנד: ספורט Sport in India קטגוריה:הודו: ספורט Sport in Indonesia קטגוריה:אינדונזיה: ספורט Sport in Iran קטגוריה:איראן: ספורט Sport in Iraq קטגוריה:עיראק: ספורט Sport in Israel ספורט בישראל Sport in Israel קטגוריה:ישראל: ספורט Sport in Israel by city קטגוריה:ישראל: ספורט לפי ערים Sport in Israel by sport קטגוריה:ענפי ספורט בישראל Sport in Istanbul קטגוריה:איסטנבול: ספורט Sport in Italy קטגוריה:איטליה: ספורט Sport in Italy by city קטגוריה:ספורט באיטליה לפי עיר Sport in Ivory Coast קטגוריה:חוף השנהב: ספורט Sport in Jamaica קטגוריה:ג'מייקה: ספורט Sport in Japan קטגוריה:יפן: ספורט Sport in Jerusalem קטגוריה:ירושלים: ספורט Sport in Jordan קטגוריה:ירדן: ספורט Sport in Kazakhstan קטגוריה:קזחסטן: ספורט Sport in Kazan קטגוריה:קאזאן: ספורט Sport in Kenya קטגוריה:קניה: ספורט Sport in Kiev קטגוריה:קייב: ספורט Sport in Kiribati קטגוריה:קיריבטי: ספורט Sport in Kosovo קטגוריה:קוסובו: ספורט Sport in Kuwait קטגוריה:כווית: ספורט Sport in Kyrgyzstan קטגוריה:קירגיזסטן: ספורט Sport in Laos קטגוריה:לאוס: ספורט Sport in Latvia קטגוריה:לטביה: ספורט Sport in Lebanon קטגוריה:לבנון: ספורט Sport in Lesotho קטגוריה:לסוטו: ספורט Sport in Liberia קטגוריה:ליבריה: ספורט Sport in Libya קטגוריה:לוב: ספורט Sport in Liechtenstein קטגוריה:ליכטנשטיין: ספורט Sport in Lisbon קטגוריה:ליסבון: ספורט Sport in Lithuania קטגוריה:ליטא: ספורט Sport in London קטגוריה:לונדון: ספורט Sport in Luxembourg קטגוריה:לוקסמבורג: ספורט Sport in Macau קטגוריה:מקאו: ספורט Sport in Madagascar קטגוריה:מדגסקר: ספורט Sport in Madrid קטגוריה:מדריד: ספורט Sport in Malawi קטגוריה:מלאווי: ספורט Sport in Malaysia קטגוריה:מלזיה: ספורט Sport in Mali קטגוריה:מאלי: ספורט Sport in Malta קטגוריה:מלטה: ספורט Sport in Manchester קטגוריה:מנצ'סטר: ספורט Sport in Martinique קטגוריה:מרטיניק: ספורט Sport in Martinique by sport קטגוריה:מרטניק: ספורט Sport in Mauritania קטגוריה:מאוריטניה: ספורט Sport in Mauritius קטגוריה:מאוריציוס: ספורט Sport in Melbourne קטגוריה:מלבורן: ספורט Sport in Mexico קטגוריה:מקסיקו: ספורט Sport in Mexico City קטגוריה:מקסיקו סיטי: ספורט Sport in Midi-Pyrénées קטגוריה:מידי פירנה: ספורט Sport in Milan קטגוריה:מילאנו: ספורט Sport in Moldova קטגוריה:מולדובה: ספורט Sport in Monaco קטגוריה:מונאקו: ספורט Sport in Mongolia קטגוריה:מונגוליה: ספורט Sport in Montenegro קטגוריה:מונטנגרו: ספורט Sport in Montevideo קטגוריה:מונטווידאו: ספורט Sport in Morocco קטגוריה:מרוקו: ספורט Sport in Moscow קטגוריה:מוסקבה: ספורט Sport in Mozambique קטגוריה:מוזמביק: ספורט Sport in Munich קטגוריה:מינכן: ספורט Sport in Myanmar קטגוריה:מיאנמר: ספורט Sport in Namibia קטגוריה:נמיביה: ספורט Sport in Nepal קטגוריה:נפאל: ספורט Sport in Netanya קטגוריה:נתניה: ספורט Sport in New Zealand קטגוריה:ניו זילנד: ספורט Sport in Nicaragua קטגוריה:ניקרגואה: ספורט Sport in Nicosia קטגוריה:ניקוסיה: ספורט Sport in Niger קטגוריה:ניז'ר: ספורט Sport in Nigeria קטגוריה:ניגריה: ספורט Sport in North America קטגוריה:אמריקה הצפונית: ספורט Sport in North Korea קטגוריה:קוריאה הצפונית: ספורט Sport in North Rhine-Westphalia קטגוריה:נורדריין-וסטפאליה: ספורט Sport in Northern Ireland קטגוריה:צפון אירלנד: ספורט Sport in Norway קטגוריה:נורווגיה: ספורט Sport in Oceania קטגוריה:אוקיאניה: ספורט Sport in Oman קטגוריה:עומאן: ספורט Sport in Ontario קטגוריה:אונטריו: ספורט Sport in Pakistan קטגוריה:פקיסטן: ספורט Sport in Panama קטגוריה:פנמה: ספורט Sport in Papua New Guinea קטגוריה:פפואה גינאה החדשה: ספורט Sport in Paraguay קטגוריה:פרגוואי: ספורט Sport in Paris קטגוריה:פריז: ספורט Sport in Pays de la Loire קטגוריה:ארץ הלואר: ספורט Sport in Peru קטגוריה:פרו: ספורט Sport in Petah Tikva קטגוריה:פתח תקווה: ספורט Sport in Poland קטגוריה:פולין: ספורט Sport in Portugal קטגוריה:פורטוגל: ספורט Sport in Prague קטגוריה:פראג: ספורט Sport in Provence-Alpes-Côte d'Azur קטגוריה:פרובאנס-אלפ-קוט ד'אזור: ספורט Sport in Qatar קטגוריה:קטר: ספורט Sport in Quebec קטגוריה:קוויבק: ספורט Sport in Ramat Gan קטגוריה:רמת גן: ספורט Sport in Rhineland-Palatinate קטגוריה:ריינלנד-פפאלץ: ספורט Sport in Rhône-Alpes קטגוריה:רון-אלפ: ספורט Sport in Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו: ספורט Sport in Rio de Janeiro קטגוריה:ריו דה ז'ניירו: ספורט Sport in Riyadh קטגוריה:ריאד: ספורט Sport in Romania קטגוריה:רומניה: ספורט Sport in Rome קטגוריה:רומא: ספורט Sport in Rostov-on-Don קטגוריה:רוסטוב על הדון: ספורט Sport in Rotterdam קטגוריה:רוטרדם: ספורט Sport in Russia קטגוריה:רוסיה: ספורט Sport in Rwanda קטגוריה:רואנדה: ספורט Sport in Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: ספורט Sport in Saint Lucia קטגוריה:סנט לוסיה: ספורט Sport in Saint Petersburg קטגוריה:סנקט פטרבורג: ספורט Sport in Saint Vincent and the Grenadines קטגוריה:סנט וינסנט והגרנדינים: ספורט Sport in Samoa קטגוריה:סמואה: ספורט Sport in San Marino קטגוריה:סן מרינו: ספורט Sport in Santa Fe Province קטגוריה:סנטה פה Sport in Santiago קטגוריה:סנטיאגו דה צ'ילה: ספורט Sport in Saudi Arabia קטגוריה:ערב הסעודית: ספורט Sport in Scotland קטגוריה:סקוטלנד: ספורט Sport in Senegal קטגוריה:סנגל: ספורט Sport in Serbia קטגוריה:סרביה: ספורט Sport in Seville קטגוריה:סביליה: ספורט Sport in Seychelles קטגוריה:סיישל: ספורט Sport in Sicily קטגוריה:סיציליה: ספורט Sport in Sierra Leone קטגוריה:סיירה לאון: ספורט Sport in Singapore קטגוריה:סינגפור: ספורט Sport in Slovakia קטגוריה:סלובקיה: ספורט Sport in Slovenia קטגוריה:סלובניה: ספורט Sport in Sofia קטגוריה:סופיה: ספורט Sport in Somalia קטגוריה:סומליה: ספורט Sport in South Africa קטגוריה:דרום אפריקה: ספורט Sport in South Africa by province קטגוריה:דרום אפריקה: ספורט לפי פרובינציה Sport in South America קטגוריה:אמריקה הדרומית: ספורט Sport in South Korea קטגוריה:קוריאה הדרומית: ספורט Sport in South Sudan קטגוריה:דרום סודאן: ספורט Sport in Spain קטגוריה:ספרד: ספורט Sport in Spain by autonomous community קטגוריה:ספורט בספרד לפי קהילה אוטונומית Sport in Spain by city קטגוריה:ספורט בספרד לפי עיר Sport in Sri Lanka קטגוריה:סרי לנקה: ספורט Sport in Stockholm קטגוריה:סטוקהולם: ספורט Sport in Sudan קטגוריה:סודאן: ספורט Sport in Suriname קטגוריה:סורינאם: ספורט Sport in Swaziland קטגוריה:סווזילנד: ספורט Sport in Sweden קטגוריה:שוודיה: ספורט Sport in Switzerland קטגוריה:שווייץ: ספורט Sport in Sydney קטגוריה:סידני: ספורט Sport in Syria קטגוריה:סוריה: ספורט Sport in São Paulo קטגוריה:מדינת סאו פאולו: ספורט Sport in São Paulo קטגוריה:סאו פאולו: ספורט Sport in São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: ספורט Sport in Taiwan קטגוריה:טאיוואן: ספורט Sport in Tajikistan קטגוריה:טג'יקיסטן: ספורט Sport in Tanzania קטגוריה:טנזניה: ספורט Sport in Tbilisi קטגוריה:טביליסי: ספורט Sport in Tel Aviv קטגוריה:תל אביב-יפו: ספורט Sport in Thailand קטגוריה:תאילנד: ספורט Sport in Togo קטגוריה:טוגו: ספורט Sport in Tokyo קטגוריה:טוקיו: ספורט Sport in Tonga קטגוריה:טונגה: ספורט Sport in Toronto קטגוריה:טורונטו: ספורט Sport in Trinidad and Tobago קטגוריה:טרינידד וטובגו: ספורט Sport in Tunisia קטגוריה:תוניסיה: ספורט Sport in Turin קטגוריה:טורינו: ספורט Sport in Turkey קטגוריה:טורקיה: ספורט Sport in Turkmenistan קטגוריה:טורקמניסטן: ספורט Sport in Uganda קטגוריה:אוגנדה: ספורט Sport in Ukraine קטגוריה:אוקראינה: ספורט Sport in Uruguay קטגוריה:אורוגוואי: ספורט Sport in Uzbekistan קטגוריה:אוזבקיסטן: ספורט Sport in Valencia קטגוריה:ולנסיה: ספורט Sport in Vancouver קטגוריה:ונקובר: ספורט Sport in Vanuatu קטגוריה:ונואטו: ספורט Sport in Venezuela קטגוריה:ונצואלה: ספורט Sport in Vienna קטגוריה:וינה: ספורט Sport in Vietnam קטגוריה:וייטנאם: ספורט Sport in Wales קטגוריה:ויילס: ספורט Sport in Yemen קטגוריה:תימן: ספורט Sport in Yugoslavia קטגוריה:יוגוסלביה: ספורט Sport in Zagreb קטגוריה:זאגרב: ספורט Sport in Zambia קטגוריה:זמביה: ספורט Sport in Zimbabwe קטגוריה:זימבבואה: ספורט Sport in Zürich קטגוריה:ציריך: ספורט Sport in the Bahamas קטגוריה:איי בהאמה: ספורט Sport in the Balearic Islands קטגוריה:האיים הבלאריים: ספורט Sport in the Caribbean קטגוריה:הקריביים: ספורט Sport in the Cayman Islands קטגוריה:איי קיימן: ספורט Sport in the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: ספורט Sport in the Community of Madrid קטגוריה:מדריד Sport in the Czech Republic קטגוריה:צ'כיה: ספורט Sport in the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: ספורט Sport in the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: ספורט Sport in the Faroe Islands קטגוריה:איי פארו: ספורט Sport in the Gambia קטגוריה:גמביה: ספורט Sport in the Maldives קטגוריה:המלדיביים: ספורט Sport in the Netherlands קטגוריה:הולנד: ספורט Sport in the Palestinian territories קטגוריה:הרשות הפלסטינית: ספורט Sport in the Republic of Ireland קטגוריה:אירלנד: ספורט Sport in the Republic of Macedonia קטגוריה:מקדוניה: ספורט Sport in the Republic of the Congo קטגוריה:הרפובליקה של קונגו: ספורט Sport in the Solomon Islands קטגוריה:איי שלמה: ספורט Sport in the Soviet Union קטגוריה:ברית המועצות: ספורט Sport in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: ספורט Sport in the United Kingdom קטגוריה:בריטניה: ספורט Sport in the Valencian Community קטגוריה:ולנסיה Sport in Île-de-France קטגוריה:איל דה פראנס: ספורט Sport of athletics אתלטיקה Sport of athletics קטגוריה:אתלטיקה Sport psychology פסיכולוגיה של הספורט Sport shooters קטגוריה:קלעים Sport utility vehicle Sport utility vehicle Sport venue אולם ספורט SportAccord האגודה הכללית לפדרציות הספורט הבינלאומיות Sporting ספורטינג Sporting Clube de Portugal ספורטינג ליסבון Sporting Clube de Portugal קטגוריה:ספורטינג ליסבון Sporting Clube de Portugal footballers קטגוריה:כדורגלני ספורטינג ליסבון Sporting Clube de Portugal managers קטגוריה:מאמני ספורטינג ליסבון Sporting Kansas City ספורטינג קנזס סיטי Sporting clays ספורטינג Sporting de Gijón ספורטינג חיחון Sporting de Gijón managers קטגוריה:מאמני ספורטינג חיחון Sporting de Gijón players קטגוריה:כדורגלני ספורטינג חיחון Sportive lemur למורי ספורט Sports פורטל:ספורט Sports קטגוריה:ספורט Sports Emmy Award winners קטגוריה:זוכי אמי בתוכניות ספורט Sports Illustrated ספורטס אילוסטרייטד Sports Illustrated קטגוריה:ספורטס אילוסטרייטד Sports Illustrated Sportsperson of the Year ספורטאי השנה של ספורטס אילוסטרייטד Sports Illustrated Swimsuit Issue גיליון בגדי הים של ספורטס אילוסטרייטד Sports at the Olympics תבנית:ענפי ספורט במשחקים האולימפיים Sports at the Summer Olympics קטגוריה:ענפי ספורט במשחקים האולימפיים Sports awards navigational boxes קטגוריה:תבניות ניווט - פרסים בספורט Sports by type קטגוריה:ענפי ספורט Sports by year קטגוריה:שנים בספורט Sports car מכונית ספורט Sports cars קטגוריה:מכוניות ספורט Sports clubs קטגוריה:אגודות ספורט Sports clubs by country קטגוריה:מועדוני ספורט לפי מדינה Sports clubs in Argentina קטגוריה:ארגנטינה: מועדוני ספורט Sports clubs in Bucharest קטגוריה:בוקרשט: מועדוני ספורט Sports clubs in Buenos Aires קטגוריה:בואנוס איירס: מועדוני ספורט Sports clubs in Canada קטגוריה:קנדה: מועדוני ספורט Sports clubs in France קטגוריה:צרפת: מועדוני ספורט Sports clubs in Germany קטגוריה:גרמניה: מועדוני ספורט Sports clubs in London קטגוריה:לונדון: מועדוני ספורט Sports clubs in Paris קטגוריה:פריז: מועדוני ספורט Sports clubs in Poland קטגוריה:פולין: מועדוני ספורט Sports clubs in Turkey קטגוריה:טורקיה: מועדוני ספורט Sports clubs in the United Kingdom קטגוריה:בריטניה: מועדוני ספורט Sports clubs in the United States קטגוריה:ארצות הברית: מועדוני ספורט Sports coaches קטגוריה:מאמנים Sports commentator שדרן ספורט Sports commentators קטגוריה:שדרני ספורט Sports competitions קטגוריה:תחרויות ספורט Sports competitions by country קטגוריה:תחרויות ספורט לפי מדינה Sports competitions by sport קטגוריה:תחרויות ספורט לפי ענף Sports competitions in Argentina קטגוריה:תחרויות ספורט בארגנטינה Sports competitions in Australia קטגוריה:תחרויות ספורט באוסטרליה Sports competitions in Austria קטגוריה:תחרויות ספורט באוסטריה Sports competitions in Brazil קטגוריה:תחרויות ספורט בברזיל Sports competitions in Bulgaria קטגוריה:תחרויות ספורט בבולגריה Sports competitions in Canada קטגוריה:תחרויות ספורט בקנדה Sports competitions in Chile קטגוריה:תחרויות ספורט בצ'ילה Sports competitions in China קטגוריה:תחרויות ספורט ברפובליקה העממית של סין Sports competitions in Colombia קטגוריה:תחרויות ספורט בקולומביה Sports competitions in Cyprus קטגוריה:תחרויות ספורט בקפריסין Sports competitions in Egypt קטגוריה:תחרויות ספורט במצרים Sports competitions in Europe קטגוריה:תחרויות ספורט אירופיות Sports competitions in Finland קטגוריה:תחרויות ספורט בפינלנד Sports competitions in France קטגוריה:תחרויות ספורט בצרפת Sports competitions in Germany קטגוריה:תחרויות ספורט בגרמניה Sports competitions in Greece קטגוריה:תחרויות ספורט ביוון Sports competitions in Hungary קטגוריה:תחרויות ספורט בהונגריה Sports competitions in Israel קטגוריה:תחרויות ספורט בישראל Sports competitions in Italy קטגוריה:תחרויות ספורט באיטליה Sports competitions in Japan קטגוריה:תחרויות ספורט ביפן Sports competitions in London קטגוריה:תחרויות ספורט בלונדון Sports competitions in Mexico קטגוריה:תחרויות ספורט במקסיקו Sports competitions in Norway קטגוריה:תחרויות ספורט בנורווגיה Sports competitions in Paris קטגוריה:תחרויות ספורט בפריז Sports competitions in Qatar קטגוריה:תחרויות ספורט בקטר Sports competitions in Russia קטגוריה:תחרויות ספורט ברוסיה Sports competitions in Serbia קטגוריה:תחרויות ספורט בסרביה Sports competitions in South Korea קטגוריה:תחרויות ספורט בקוריאה הדרומית Sports competitions in Spain קטגוריה:תחרויות ספורט בספרד Sports competitions in Switzerland קטגוריה:תחרויות ספורט בשווייץ Sports competitions in Turkey קטגוריה:תחרויות ספורט בטורקיה Sports competitions in Ukraine קטגוריה:תחרויות ספורט באוקראינה Sports competitions in Uruguay קטגוריה:תחרויות ספורט באורוגוואי Sports competitions in Yugoslavia קטגוריה:תחרויות ספורט ביוגוסלביה Sports competitions in the Netherlands קטגוריה:תחרויות ספורט בהולנד Sports competitions in the Soviet Union קטגוריה:תחרויות ספורט בברית המועצות Sports competitions in the United Arab Emirates קטגוריה:תחרויות ספורט באיחוד האמירויות הערביות Sports competitions in the United Kingdom קטגוריה:תחרויות ספורט בבריטניה Sports competitions in the United States קטגוריה:תחרויות ספורט בארצות הברית Sports competitors קטגוריה:ספורטאים Sports competitors by nationality קטגוריה:ספורטאים לפי מדינה Sports culture קטגוריה:תרבות ספורט Sports equipment ציוד ספורט Sports equipment קטגוריה:ציוד ספורט Sports events in Amsterdam קטגוריה:תחרויות ספורט באמסטרדם Sports executives and administrators קטגוריה:עסקני ספורט Sports film סרט ספורט Sports films קטגוריה:סרטי ספורט Sports governing bodies by country קטגוריה:פדרציות ספורט לאומיות Sports governing bodies in Israel קטגוריה:ארגוני ספורט בישראל Sports governing bodies in Italy קטגוריה:פדרציות ספורט איטלקיות Sports governing body פדרציית ספורט בינלאומית Sports in Arizona קטגוריה:אריזונה: ספורט Sports in California קטגוריה:קליפורניה: ספורט Sports in Colorado קטגוריה:קולורדו: ספורט Sports in Connecticut קטגוריה:קונטיקט: ספורט Sports in Florida קטגוריה:פלורידה: ספורט Sports in Georgia קטגוריה:ג'ורג'יה: ספורט Sports in Illinois קטגוריה:אילינוי: ספורט Sports in Indiana קטגוריה:אינדיאנה: ספורט Sports in Maryland קטגוריה:מרילנד: ספורט Sports in Massachusetts קטגוריה:מסצ'וסטס: ספורט Sports in Michigan קטגוריה:מישיגן: ספורט Sports in Minnesota קטגוריה:מינסוטה: ספורט Sports in Missouri קטגוריה:מיזורי: ספורט Sports in New Jersey קטגוריה:ניו ג'רזי: ספורט Sports in New York קטגוריה:מדינת ניו יורק: ספורט Sports in New York City קטגוריה:ניו יורק: ספורט Sports in North Carolina קטגוריה:קרוליינה הצפונית: ספורט Sports in Ohio קטגוריה:אוהיו: ספורט Sports in Oklahoma קטגוריה:אוקלהומה: ספורט Sports in Pennsylvania קטגוריה:פנסילבניה: ספורט Sports in Puerto Rico קטגוריה:פוארטו ריקו: ספורט Sports in Tennessee קטגוריה:טנסי: ספורט Sports in Texas קטגוריה:טקסס: ספורט Sports in Wisconsin קטגוריה:ויסקונסין: ספורט Sports in the Federated States of Micronesia קטגוריה:מיקרונזיה: ספורט Sports in the Philippines קטגוריה:הפיליפינים: ספורט Sports in the United States קטגוריה:ארצות הברית: ספורט Sports in the United States Virgin Islands קטגוריה:איי הבתולה של ארצות הברית: ספורט Sports in the United States by city קטגוריה:ספורט בארצות הברית לפי עיר Sports in the United States by state קטגוריה:ארצות הברית: ספורט לפי מדינה Sports infobox templates קטגוריה:תבניות פרמטריות - ספורט Sports journalism קטגוריה:תקשורת ספורט Sports journalists קטגוריה:עיתונאי ספורט Sports league ליגה Sports leagues in the United States קטגוריה:ליגות ספורט בארצות הברית Sports magazines קטגוריה:עיתוני ספורט Sports media in Israel קטגוריה:תקשורת ספורט בישראל Sports medicine רפואת ספורט Sports ministries קטגוריה:משרדי ספורט Sports museums קטגוריה:מוזיאונים לספורט Sports navigational boxes קטגוריה:תבניות ניווט - ספורט Sports newspapers קטגוריה:עיתוני ספורט Sports nutrition תזונת ספורט Sports occupations and roles קטגוריה:מקצועות הספורט Sports organisations קטגוריה:ארגוני ספורט Sports stubs קטגוריה:קצרמר ספורט ומשחקים Sports teams קטגוריה:מועדוני ספורט Sports teams in California קטגוריה:קליפורניה: מועדוני ספורט Sports teams in Croatia קטגוריה:קרואטיה: מועדוני ספורט Sports teams in Indiana קטגוריה:אינדיאנה: מועדוני ספורט Sports teams in Madrid קטגוריה:מדריד: מועדוני ספורט Sports teams in Missouri קטגוריה:מיזורי: מועדוני ספורט Sports teams in New York קטגוריה:מדינת ניו יורק: מועדוני ספורט Sports teams in New York City קטגוריה:ניו יורק: מועדוני ספורט Sports teams in Ohio קטגוריה:אוהיו: מועדוני ספורט Sports teams in Pennsylvania קטגוריה:פנסילבניה: מועדוני ספורט Sports teams in Romania קטגוריה:רומניה: מועדוני ספורט Sports teams in Russia קטגוריה:רוסיה: מועדוני ספורט Sports teams in Serbia קטגוריה:סרביה: מועדוני ספורט Sports teams in Zagreb קטגוריה:זאגרב: מועדוני ספורט Sports teams in the United States by city קטגוריה:ארצות הברית: מועדוני ספורט לפי עיר Sports television קטגוריה:ערוצי ספורט Sports television in Israel קטגוריה:ערוצי ספורט ישראליים Sports terminology קטגוריה:מינוח בספורט Sports trophies and awards קטגוריה:פרסי ספורט Sports user templates קטגוריה:ויקיפדיה - משתמש - ספורט Sports venues קטגוריה:אצטדיונים ומתקני ספורט Sports venues by country קטגוריה:אצטדיונים ומתקני ספורט לפי מדינה Sports venues in Barcelona קטגוריה:ברצלונה: אצטדיונים ומתקני ספורט Sports venues in Berlin קטגוריה:ברלין: אצטדיונים ומתקני ספורט Sports venues in Canada קטגוריה:קנדה: אצטדיונים ומתקני ספורט Sports venues in France קטגוריה:צרפת: אצטדיונים ומתקני ספורט Sports venues in Germany קטגוריה:גרמניה: אצטדיונים ומתקני ספורט Sports venues in Haifa קטגוריה:חיפה: אצטדיונים ומתקני ספורט Sports venues in Israel קטגוריה:ישראל: אצטדיונים ומתקני ספורט Sports venues in Istanbul קטגוריה:אצטדיונים ומתקני ספורט באיסטנבול Sports venues in Jerusalem קטגוריה:ירושלים: אצטדיונים ומתקני ספורט Sports venues in Madrid קטגוריה:מדריד: אצטדיונים ומתקני ספורט Sports venues in New York City קטגוריה:ניו יורק: אצטדיונים ומתקני ספורט Sports venues in Paris קטגוריה:פריז: מתקני ספורט Sports venues in Rio de Janeiro קטגוריה:ריו דה ז'ניירו: מתקני ספורט Sports venues in Russia קטגוריה:רוסיה: אצטדיונים ומתקני ספורט Sports venues in Spain קטגוריה:ספרד: אצטדיונים ומתקני ספורט Sports venues in Turkey קטגוריה:טורקיה: אצטדיונים ומתקני ספורט Sports venues in the United Kingdom קטגוריה:בריטניה: אצטדיונים ומתקני ספורט Sports venues in the United States קטגוריה:ארצות הברית: אצטדיונים ומתקני ספורט Sports video games קטגוריה:משחקי ספורט ממוחשבים Sports world record holders קטגוריה:שיאני עולם בספורט Sportsmedz/sandbox בר גרילס Sportspeople קטגוריה:אישים בספורט Sportspeople from Georgia קטגוריה:ספורטאים גאורגים Sportspeople from Northern Ireland קטגוריה:ספורטאים צפון אירים Sportspeople who committed suicide קטגוריה:מתאבדים: ספורטאים Sportsperson infobox templates קטגוריה:תבניות פרמטריות - ספורטאים Sportswomen קטגוריה:ספורטאיות Spot ספוט Spot market שוק ספוט Spot the Dog פינוקי Spot welding ריתוך נקודות Spot-billed pelican שקנאי פיליפיני Spot-flanked gallinule סופית מכותמת Spotify Spotify Spotlight ספוטלייט Spotted eagle ray טחן נקוד Spotted green pigeon יונה ירוקה מנוקדת Spotted hyena צבוע נקוד Spotted linsang לינסנג אסייתי מנומר Spotted owl לילית מנוקדת Spotted redshank ביצנית אדומת רגל Spotted sandgrouse קטה סנגלית Spotted seal פוקה מנוקדת Spotted skunk בואשן Spotted-necked otter לוטרה מנוקדת צוואר Spouses of Israeli politicians קטגוריה:בני זוג של מנהיגי ישראל Spouses of politicians קטגוריה:בני זוג של פוליטיקאים Spout זרבובית Sprachbund שפראכבונד Sprague Grayden ספראג גריידן Sprague–Grundy theorem משפט ספרג-גרונדי Sprain נקע Sprained ankle נקע בקרסול Spratly Islands איי ספראטלי Spray and pray רסס והתפלל Spray drying ייבוש בריסוס Spray paint art אמנות ספריי Spray painting צביעה בהתזה Spread ממרח Spreading The Disease.jpg תמונה:Ant1.jpg Spreads קטגוריה:ממרחים Spreadsheet גיליון אלקטרוני Spreadthink חשיבת יחד Sprechgesang שירה דיבורית Spree שפרה Spree shootings קטגוריה:פיגועי ירי Spree shootings in Israel קטגוריה:ישראל: פיגועי ירי Spree shootings in the United States קטגוריה:ארצות הברית: פיגועי ירי Spreewald שפרוולד Spring אביב Spring מעיין Spring קפיץ Spring Awakening האביב מתעורר Spring Breakers ספרינג ברייקרס Spring Framework Spring Framework Spring Offensive מתקפת האביב Spring and Autumn Annals רשומות האביב והסתיו Spring and Autumn period תקופת האביב והסתיו Spring roll ספרינג רול SpringBoard מסך הבית Springbok דלגן Springer שפרינגר Springer Science+Business Media הוצאת שפרינגר Springfield ספרינגפילד Springs קטגוריה:מעיינות Springs of Israel קטגוריה:ארץ ישראל: מעיינות Springtail קפזנבאים Springtime with Roo פו הדב: האביב של רו Sprint ספרינט Sprint קטגוריה:אתלטיקה - ריצות קצרות Sprinters קטגוריה:אצנים Sprite ספרייט Sprite שדוני ברקים Spritz שפריץ Spriver/sandbox Snapdragon Sprmnmovie.jpg תמונה:Supermanmovie.jpg Sprouting הנבטה Spruce אשוחית Spruce grouse שכווי האשוח Spudzonatron/Pioneer פיוניר Spui ספאו Spur דורבן Spur castle מצודת דורבן Spur-thighed tortoise צב יבשה מצוי Spur-winged goose אווז מקורנן כנף Spur-winged lapwing סיקסק Spurdog קוצן Spurious relationship מתאם אקראי Spurrite ספוריט Sputnik ספוטניק Sputnik 1 ספוטניק 1 Sputnik 2 ספוטניק 2 Sputnik Sweetheart ספוטניק אהובתי Sputnik crisis משבר ספוטניק Sputnikcccp משתמש:נלך-ציונה Sputnikmusic Sputnikmusic Spy Game משחקי ריגול Spy Groove ספיי גרוב Spy Kids ספיי קידס Spy Kids תבנית:סדרת סרטי ספיי קידס Spy Kids 2: The Island of Lost Dreams ספיי קידס 2: אי החלומות האבודים Spy Kids 3-D: Game Over ספיי קידס 3: סוף המשחק Spy Kids: All the Time in the World ספיי קידס 4: כל הזמן שבעולם Spy film סרט ריגול Spy films קטגוריה:סרטי ריגול Spy novels קטגוריה:ספרי ריגול Spy ship ספינת ביון Spy vs. Spy Spy vs. Spy Spyridon Gianniotis ספירידון יאניוטיס Spyridon Louis ספירידון לואיס Spyro the Dragon ספיירו הדרקון Spyware רוגלה Spätzle שפצלה Squad כיתה Squadron טייסת Squadron פלגה Squaliformes קוצנאים Squaliformes קטגוריה:קוצנאים Squamata קטגוריה:קשקשאים Squamata קשקשאים Squamous-cell carcinoma קרצינומת תאי קשקש Squanto סקוואנטו Square קטגוריה:Square Square ריבוע Square Deal עסקה הוגנת Square Enix Square Enix Square and Compasses זווית ישרה ומחוגה Square bracket close תבנית:Square bracket close Square bracket open תבנית:Square bracket open Square kilometre קילומטר רבוע Square metre מטר רבוע Square number מספר ריבועי Square root שורש ריבועי Square root of 2 השורש הריבועי של 2 Square triangular number מספר משולשי ריבועי Square-free element חופשי מריבועים Squared triangular number משפט ניקומאכוס Squaredevil user:Squaredevil Squares and plazas by country קטגוריה:כיכרות לפי מדינה Squares in Amsterdam קטגוריה:אמסטרדם: כיכרות Squares in Berlin קטגוריה:ברלין: כיכרות Squares in France קטגוריה:צרפת: כיכרות Squares in Germany קטגוריה:גרמניה: כיכרות Squares in Israel קטגוריה:ישראל: כיכרות Squares in Jerusalem קטגוריה:ירושלים: כיכרות Squares in London קטגוריה:לונדון: כיכרות Squares in Moscow קטגוריה:מוסקבה: כיכרות Squares in Munich קטגוריה:מינכן: כיכרות Squares in New York City קטגוריה:ניו יורק: כיכרות Squares in Paris קטגוריה:פריז: כיכרות Squares in Russia קטגוריה:רוסיה: כיכרות Squares in Saint Petersburg קטגוריה:סנקט פטרבורג: כיכרות Squares in Tel Aviv קטגוריה:תל אביב-יפו: כיכרות Squares in Tel Aviv תבנית:כיכרות בתל אביב Squares in the City of Westminster קטגוריה:וסטמינסטר: כיכרות Squash סקווש Squat toilet שירותי כריעה Squatting פלישה Squeegee מגב Squeeze play משחק לחץ Squeeze theorem כלל הסנדוויץ' Squid דיונוני רחף Squid קטגוריה:דיונוני רחף Squid as food קלמארי Squidoo סקווידו Squidward Tentacles סקווידוויד Squinch קשת זווית Squire נושא כלים Squirrel סנאיים Squirrel Girl ילדת הסנאי Squirrel monkey קוף סנאי Squirrels קטגוריה:סנאיים Squonk סקוונק Sr. Georg Hellmesberger גיאורג הלמסברגר Sr. Max Factor מקס פקטור Sr. Sergey Fesenko סרגיי פסנקו Srbosjek סרבוסייק Srebarna Nature Reserve שמורת סרברנה Srebrenica massacre טבח סרברניצה SreeBot משתמש:SreeBot Sreifa משתמש:Sreifa Sremska Mitrovica סרמסקה מיטרוביצה Srečko Katanec סרצ'קו קטאנץ Sri Lanka סרי לנקה Sri Lanka קטגוריה:סרי לנקה Sri Lanka at the Olympics סרי לנקה במשחקים האולימפיים Sri Lanka at the Paralympics סרי לנקה במשחקים הפאראלימפיים Sri Lanka grey hornbill קלאו סרי לנקה אפור Sri Lanka national basketball team נבחרת סרי לנקה בכדורסל Sri Lanka national football team נבחרת סרי לנקה בכדורגל Sri Lanka templates קטגוריה:תבניות ניווט - סרי לנקה Sri Lankan Civil War הסכסוך הסינהאלזי-טאמילי Sri Lankan culture קטגוריה:סרי לנקה: תרבות Sri Lankan elephant פיל אסייתי מצוי Sri Lankan junglefowl תרנגול סרי לנקה Sri Lankan leopard נמר סרי-לנקה Sri Lankan people קטגוריה:סרי לנקאים Sri Lankan politicians קטגוריה:פוליטיקאים סרי לנקאים Sri Lankan spotted chevrotain איילון ממיני Sri Srinivasan שרי שריניבאסן SriLankan Airlines סרילנקן איירליינס Srigim שריגים Srinagar סרינגאר Srinivasa Ramanujan סריניוואסה רמנוג'אן Srugim סרוגים Srul Bronshtein שרול ברונשטיין Srulik שרוליק Ssairam18 ויקיפדיה:איך ליצור דף חדש Sscholarr/Microsleep שינה זעירה Sshakira174 בוני רייט Ssolbergj/sandbox11 סמלי מדינות אירופה St Andrew-by-the-Wardrobe כנסיית סנט אנדרו שליד ארון הבגדים St Anton am Arlberg סן אנטון St Augustine Watling Street כנסיית סנט אוגוסטין שברחוב ווטלינג St Augustine's Abbey מנזר סנט אוגוסטין St Bartholomew-the-Less כנסיית סנט ברתולומיו הקטנה St Bernard Pass מעבר סן ברנאר St Bernard's Hospital סנט ברנרד St Clement Danes כנסיית סנט קלמנט דיינס St Dunstan-in-the-East כנסיית סנט דנסטן שבמזרח St Edward's Crown כתר אדוארד הקדוש St George's Church כנסיית סנט ג'ורג' St George's Cross צלב גאורגיוס הקדוש St Helen's Basilica בזיליקת הלנה הקדושה St James' Park סנט ג'יימס פארק St James's סנט ג'יימס St James's Palace ארמון סנט ג'יימס St Johann im Pongau סנקט יוהאן אים פונגאו St John Passion יוהנס פסיון St Johnstone F.C. סט. ג'ונסטון St Mark's Basilica בזיליקת סן מרקו St Mark's Campanile הקמפנילה של סן מרקו St Martin-in-the-Fields סנט מרטין בשדות St Mary Aldermanbury כנסיית סנט מרי אלדרמאנבורי St Mary's Stadium אצטדיון סנט מרי St Mary-le-Bow כנסיית סנט מרי לה בו St Matthew Passion מתאוס פסיון St Mirren F.C. סנט מירן St Mirren F.C. players קטגוריה:כדורגלני סנט מירן St Nedelya Church assault הפיגוע בכנסיית סווטה נדליה St Olave Hart Street כנסיית סנט אולאב הארט סטריט St Pancras railway station תחנת הרכבת סנט פנקראס St Patrick's Athletic F.C. players קטגוריה:כדורגלני סנט פטריק'ס אתלטיקס St Paul's Cathedral קתדרלת סנט פול St Paul's Island איי סנט פול St Paul's Pro-Cathedral קתדרלת פאולוס הקדוש St Paul's Survives סנט פול שורדת St Symphorien Military Cemetery בית הקברות הצבאי סן-סמפוריאן St. Andrew's Church כנסיית אנדראס הקדוש St. Anger St. Anger St. Bartholomew's Day massacre טבח ליל ברתולומאוס הקדוש St. Bernard סן ברנרד St. Cleophas Church כנסיית אל-קובייבה St. Elmo's fire אש אלמו הקדוש St. Gallen Symposium סימפוזיון סנט-גאלן St. Hedwig's Cathedral קתדרלת הדוויג הקדושה St. Jakob-Park זנקט יאקוב פארק St. James Conference ועידת השולחן העגול St. James Infirmary Blues St. James Infirmary Blues St. James's Park פארק סנט ג'יימס St. Johann in Tirol סנקט יוהאן אין טירול St. John סנט ג'ון St. John the Baptist יוחנן המטביל St. Louis סנט לואיס St. Louis Blues סנט לואיס בלוז St. Louis Bombers סנט לואיס בומרס St. Louis Cardinals סנט לואיס קרדינלס St. Louis Hawks head coaches קטגוריה:מאמני סנט לואיס הוקס St. Louis Hawks players קטגוריה:כדורסלני סנט לואיס הוקס St. Louis Symphony תזמורת סנט לואיס St. Martin's Church כנסיית סנט מרטין St. Martin's Episcopal Church הכנסייה האפיסקופלית של מרטין הקדוש St. Mary's Church כנסיית מריה הקדושה St. Moritz סנט מוריץ St. Nicholas Church כנסיית ניקולאי הקדוש St. Patrick's Cathedral קתדרלת פטריק הקדוש St. Paul Building בניין סט. פול St. Paul's Church כנסיית סנט פול St. Peter and St. Paul's Church כנסיית פאולוס ופטרוס הקדושים St. Peter's Basilica בזיליקת פטרוס הקדוש St. Peter's Church כנסיית פטרוס הקדוש St. Peter's Square כיכר פטרוס הקדוש St. Petersburg International Economic Forum פורום סנקט פטרבורג הבינלאומי לכלכלה St. Petersburg Open אליפות סנקט פטרבורג הפתוחה בטניס St. Petersburg paradox פרדוקס סנט-פטרסבורג St. Procopius Basilica in Třebíč בזיליקת פרוקופיוס הקדוש St. Stephen's Basilica בזיליקת אישטוון הקדוש בבודפשט St. Thaddeus Monastery מנזר תדאוס הקדוש St. Vincent-Ein Kerem עין כרם#מנזר סנט וינסנט St. Vitus Cathedral קתדרלת ויטוס הקדוש StAnMc18/sandbox שודדי הים הקאריביים StG 44 StG 44 Staalguy ג'ט לי Staatskapelle Berlin התזמורת הממלכתית של ברלין Staatskapelle Dresden התזמורת הסקסונית הממלכתית של דרזדן Staatsoper Stuttgart האופרה של שטוטגרט Stab-in-the-back myth אגדת תקיעת הסכין בגב Stabat Mater סטאבט מאטר Stabbing דקירה Stability יציבות Stability of the Solar System יציבותה של מערכת השמש Stable אורווה Stable isotope labeling by amino acids in cell culture SILAC Stable marriage problem שידוך יציב Stable range condition טווח יציב Stabling point דיור רכבות Stably finite ring חוג סופי באופן חלש Staccato סטקטו Stacey Kent סטייסי קנט Staceyann Chin סטייסיאן צ'ין Stachys אשבל Stachys the Apostle איסטכיס Stack מחסנית Stack סטאק Stack Overflow StackOverflow Stack effect אפקט ארובה Stack overflow גלישת מחסנית Stackelberg competition דואופול סטקלברג Stacking אינטראקציות פאי ארומטיות Stacy Dragila סטייסי דרגילה Stacy Keach סטייסי קיץ' Stacy Martin סטייסי מרטין Stade Bollaert-Delelis אצטדיון פליקס בולאר Stade Brestois 29 ברסט Stade Brestois 29 players קטגוריה:כדורגלני ברסט Stade Geoffroy-Guichard סטאד ז'ופרואה-גישאר Stade Louis II אצטדיון לואי השני Stade Malherbe Caen קן Stade Olympique Yves-du-Manoir האצטדיון האולימפי איב-דו-מנואר Stade Pierre-Mauroy אצטדיון פייר מורואה Stade Rennais F.C. סטאד רן Stade Rennais F.C. players קטגוריה:כדורגלני ראן Stade Vélodrome סטאד ולודרום Stade d'Abidjan סטאד ד'אביג'אן Stade de France סטאד דה פראנס Stade de Genève סטאד דה ז'נב Stade de Gerland סטאד דה ז'רלן Stade de Reims סטאד ריימס Stade de Reims players קטגוריה:כדורגלני סטאד ריימס Stade de Suisse סטאד דה סוויס ונקדורף Stadio Artemio Franchi אצטדיון ארטמיו פרנקי Stadio Marc'Antonio Bentegodi אצטדיון מארקאנטוניו בנטגודי Stadio Olimpico סטאדיו אולימפיקו Stadio Olimpico Grande Torino סטאדיו אולימפיקו Stadio San Paolo אצטדיון סאן פאולו Stadio delle Alpi סטאדיו דלה אלפי Stadion Energa Gdańsk אצטדיון אנרגה גדאנסק Stadion Maksimir אצטדיון מקסימיר Stadion Miejski האצטדיון העירוני בוורוצלב Stadion Miejski האצטדיון העירוני בפוזנן Stadium אצטדיון Stadium Arcadium Stadium Arcadium Stadium Australia אצטדיון אוסטרליה Stadium Municipal האצטדיון העירוני Stadium disasters קטגוריה:אסונות ספורט Stadium of Light אצטדיון האור Stadtholder סטאדהאודר Stadtlengsfeld שטטלנגספלד Stadttempel בית הכנסת הגדול Staff חמשה Staff of Moses מטה משה Staff sergeant סמל ראשון Staffan de Mistura סטפן דה מיסטורה Stafford Cripps סטפורד קריפס Staffordshire סטפורדשייר Staffordshire קטגוריה:סטפורדשייר Staffordshire Etruria אטרוריה Stag hunt ציד האייל Stage Stage Stage Fright פחד במה Stage actors קטגוריה:שחקני תיאטרון Stage actors by nationality קטגוריה:שחקני תיאטרון לפי מוצא Stage actors from Georgia קטגוריה:שחקני תיאטרון גאורגים Stage diving צלילת במה Stage lighting תאורת במה Stage name שם במה Stagecoach דיליז'נס Stagecoach מרכבת הדואר Stagefright Stagefright Stagflation סטגפלציה Stain כתם Staind סטיינד Stained Glass ויטראז' Stained glass ויטראז' Stained glass קטגוריה:יצירות זכוכית וויטראז' Stained glass artists and manufacturers קטגוריה:אמני ויטראז' Stainless steel פלדת אל-חלד Stairs מדרגות Stairway to Heaven Stairway to Heaven Stairways קטגוריה:מדרגות Stalactite נטיף Stalag סטאלג Stalag 17 סטלאג 17 Stalag Luft III סטלאג לופט III Stalagmite זקיף Stalemate פט Stalingrad Front חזית סטלינגרד Stalinism סטליניזם Stalinissi סטליניסי Stalinist architecture קלסיציזם סטליניסטי Stalker סטאלקר Stalking הטרדה מאיימת Stalking horse איש קש Stall הזדקרות Stalnye Lisy סטאלני ליסי מגניטוגורסק Stamatis Spanoudakis סטמאטיס ספאנודאקיס Stamboliyski סטמבוליסקי Stamford Bridge סטמפורד ברידג' Stamford Brook סטמפורד Stamp Act 1765 חוק הבולים Stamp Act Congress קונגרס חוק הבולים Stamp album אלבום בולים Stamp collecting בולאות Stamp collecting קטגוריה:בולאות Stamp designers קטגוריה:מעצבי בולים Stamp duty מס בולים Stamp seal טביעת חותם Stan Stan Stan סטן Stan Charlton סטן צ'רלטון Stan Getz סטן גץ Stan Greenberg סטנלי גרינברג Stan Kenton סטן קנטון Stan Kroenke סטן קרונקי Stan Laurel סטן לורל Stan Lee סטן לי Stan Marsh סטן מארש Stan Van Gundy סטן ואן גנדי Stan Wawrinka סטאניסלאס ואוורינקה Stana Katic סטנה קטיק Stand by Me Stand by Me Stand by Me אני והחבר'ה Stand by Your Man Stand by Your Man Stand-up comedians קטגוריה:סטנדאפיסטים Stand-up comedy סטנד-אפ Stand-up comedy קטגוריה:סטנדאפ Standard סטנדרט Standard & Poor's סטנדרד אנד פורס Standard Alphabet by Lepsius האלפבית הסטנדרטי של לפסיוס Standard Chinese מנדרינית תקנית Standard Edition Java Platform Java Standard Edition Standard Liège סטנדרד ליאז' Standard Liège managers קטגוריה:מאמני סטנדרד ליאז' Standard Liège players קטגוריה:כדורגלני סטנדרד ליאז' Standard Model המודל הסטנדרטי Standard Template Library ספריית התבניות התקנית Standard Tibetan טיבטית Standard Unix programs קטגוריה:פקודות יוניקס Standard addition הוספה סטנדרטית Standard conditions for temperature and pressure תנאים סטנדרטיים של טמפרטורה ולחץ Standard deviation סטיית תקן Standard error שגיאת תקן Standard form contract חוזה אחיד Standard license violation letter ויקיפדיה:טיפול בהפרת זכויות יוצרים של ויקיפדיה Standard map מיפוי סטנדרטי Standard of Ur הנס המלכותי של אור Standard of living רמת חיים Standard of living in Israel רמת החיים בישראל Standard part function פונקציית החלק הסטנדרטי Standard score ציון תקן Standard time זמן תקן Standard-definition television טלוויזיה בהפרדה תקנית Standardized tests קטגוריה:מבחנים סטנדרטיים Standards קטגוריה:תקנים Standards Institute of Israel מכון התקנים הישראלי Standards organizations קטגוריה:ארגוני תקינה Standing זכות עמידה Standing עמידה Standing On My Own Standing on My Own Standing Stones of Stenness האבנים הניצבות בסטנס Standing army צבא קבע Standing desk סטנדר Standing long jump קפיצה מהמקום Standing on the shoulder of giants.jpg קובץ:StandingontheShoulderofGiantsOasisalbumcover.jpg Standing on the shoulders of giants עומדים על כתפי ענקים Standing ovation קימת כבוד Standing wave גל עומד Standing wave ratio יחס גלים עומדים Standup paddleboarding סאפ Stanford סטנפורד Stanford Cardinal men's basketball players קטגוריה:כדורסלני אוניברסיטת סטנפורד Stanford Encyclopedia of Philosophy האנציקלופדיה לפילוסופיה של סטנפורד Stanford Moore סטנפורד מור Stanford University אוניברסיטת סטנפורד Stanford University קטגוריה:אוניברסיטת סטנפורד Stanford University faculty קטגוריה:סגל אוניברסיטת סטנפורד Stanford prison experiment ניסוי הכלא של סטנפורד Stanford torus טורוס סטנפורד Stanislaus Hoga סטניסלב הוגא Stanislaus National Forest היער הלאומי סטניסלאוס Stanislaus Sittenfeld סטניסלאוס סיטנפלד Stanislaus of Szczepanów סטניסלב הקדוש Stanislav Angelovič סטניסלב אנגלוביץ' Stanislav Dubrovin סטניסלב דוברובין Stanislav Govorukhin סטניסלב גובורוחין Stanislav Kosior סטניסלב קוסיאור Stanislav Manolev סטניסלב מנולב Stanislav Petrov סטניסלב פטרוב Stanislav Pozdnyakov סטניסלב פוזדניאקוב Stanislav Rostotsky סטניסלב רוסטוצקי Stanislav Shushkevich סטניסלב שושקביץ' Stanislav Solovkin סטניסלב סולובקין Stanislav Šesták סטניסלאב שסטאק Stanislavski's system שיטת סטניסלבסקי Stanislaw Ulam סטניסלב אולם Stanisław August Poniatowski סטניסלאב פוניאטובסקי Stanisław Jasiński and Emilia Słodkowska סטניסלב יסינסקי ובתו אמיליה סלודקובסקה Stanisław Jerzy Lec סטניסלב יז'י לץ Stanisław Kohn סטניסלב קון Stanisław Kot סטניסלב קוט Stanisław Lem סטניסלב לם Stanisław Leszczyński מלך פולין סטניסלאב לשצ'ינסקי Stanisław Moniuszko סטניסלב מוניושקו Stanisław Skalski סטניסלב סקלסקי Stanisław Skrowaczewski סטניסלב סקרובצ'בסקי Stanisław Wyspiański סטניסלב ויספיאנסקי Stanisław Żółkiewski סטניסלב ז'ולקייבסקי Stanisława Przybyszewska סטניסלבה פז'יבישבסקה Stanisława Walasiewicz סטניסלווה וואלסייביץ' Stanisławski סטניסלבסקי Stanko Barać סטאנקו באראץ' Stanko Todorov סטאנקו טודורוב Stanley סטנלי Stanley Baldwin סטנלי בולדווין Stanley Bruce סטנלי ברוס Stanley Clarke סטנלי קלארק Stanley Cohen סטנלי כהן Stanley Cup גביע סטנלי Stanley Fischer סטנלי פישר Stanley Holloway סטנלי הולוויי Stanley Johnson סטנלי ג'ונסון Stanley Jordan סטנלי ג'ורדן Stanley Kramer סטנלי קריימר Stanley Kubrick סטנלי קובריק Stanley Kunitz סטנלי קוניץ Stanley Matthews סטנלי מתיוס Stanley McChrystal סטנלי מק'קריסטל Stanley Milgram סטנלי מילגרם Stanley Miller סטנלי מילר Stanley Norman Cohen סטנלי נורמן כהן Stanley Park Stadium אצטדיון סטנלי פארק Stanley Prusiner סטנלי פרוזינר Stanley Rous סטנלי רוס Stanley Skewes סטנלי סקיוז Stanley Tucci סטנלי טוצ'י Stanley Weinbaum סטנלי ויינבאום Stanley Williams סטנלי ויליאמס Stansult User:stansult Stanton סטנטון Stanton Friedman סטנטון פרידמן Stanza בית Staphylococcus Staphylococcus Staphylococcus aureus Staphylococcus aureus Staple Inn אכסניית סטייפל Staple food מוצר יסוד Stapler מכלב Staples Center סטייפלס סנטר Stapleton סטייפלטון Star כוכב Star סטאר Star Alliance סטאר אלייאנס Star Alliance קטגוריה:סטאר אלייאנס Star Alliance תבנית:סטאר אלייאנס Star Carr סטאר קאר Star Control סטאר קונטרול Star Control קטגוריה:סטאר קונטרול Star Tours סטאר טורס Star Trek מסע בין כוכבים Star Trek סטארטרק Star Trek ספר:מסע בין כוכבים Star Trek קטגוריה:מסע בין כוכבים Star Trek קטגוריה:מסע בין כוכבים - סרטי הקולנוע Star Trek תבנית:מסע בין כוכבים Star Trek Beyond סטארטרק: אל האינסוף Star Trek Generations מסע בין כוכבים: דורות Star Trek II: The Wrath of Khan מסע בין כוכבים 2: זעמו של חאן Star Trek III: The Search for Spock מסע בין כוכבים 3: החיפוש אחר ספוק Star Trek IV: The Voyage Home מסע בין כוכבים 4: השיבה הביתה Star Trek Into Darkness האויב בתוכנו - סטארטרק Star Trek V: The Final Frontier מסע בין כוכבים 5: הגבול האחרון Star Trek VI: The Undiscovered Country מסע בין כוכבים 6: הארץ הלא נודעת Star Trek canon הקאנון של מסע בין כוכבים Star Trek characters קטגוריה:מסע בין כוכבים - דמויות Star Trek hybrids קטגוריה:מסע בין כוכבים - דמויות היברידיות Star Trek locations קטגוריה:מסע בין כוכבים - מקומות Star Trek organizations קטגוריה:מסע בין כוכבים - ארגונים Star Trek politics קטגוריה:מסע בין כוכבים - פוליטיקה Star Trek spacecraft קטגוריה:מסע בין כוכבים - ספינות חלל Star Trek species קטגוריה:מסע בין כוכבים - גזעים Star Trek television series קטגוריה:מסע בין כוכבים - סדרות הטלוויזיה Star Trek terminology קטגוריה:מסע בין כוכבים - מינוחים Star Trek: Deep Space Nine מסע בין כוכבים: חלל עמוק 9 Star Trek: Deep Space Nine קטגוריה:מסע בין כוכבים: חלל עמוק 9 Star Trek: Deep Space Nine characters קטגוריה:מסע בין כוכבים: חלל עמוק 9 - דמויות Star Trek: Enterprise מסע בין כוכבים: אנטרפרייז Star Trek: Enterprise קטגוריה:מסע בין כוכבים: אנטרפרייז Star Trek: Enterprise characters קטגוריה:מסע בין כוכבים: אנטרפרייז - דמויות Star Trek: First Contact מסע בין כוכבים: המפגש Star Trek: Insurrection מסע בין כוכבים: המרד Star Trek: Nemesis מסע בין כוכבים: נמסיס Star Trek: The Animated Series מסע בין כוכבים: סדרת האנימציה Star Trek: The Animated Series קטגוריה:מסע בין כוכבים: סדרת האנימציה Star Trek: The Motion Picture מסע בין כוכבים: הסרט Star Trek: The Next Generation מסע בין כוכבים: הדור הבא Star Trek: The Next Generation קטגוריה:מסע בין כוכבים: הדור הבא Star Trek: The Next Generation characters קטגוריה:מסע בין כוכבים: הדור הבא - דמויות Star Trek: The Original Series מסע בין כוכבים: הסדרה המקורית Star Trek: The Original Series קטגוריה:מסע בין כוכבים: הסדרה המקורית Star Trek: The Original Series characters קטגוריה:מסע בין כוכבים: הסדרה המקורית - דמויות Star Trek: Voyager מסע בין כוכבים: וויאג'ר Star Trek: Voyager קטגוריה:מסע בין כוכבים: וויאג'ר Star Trek: Voyager characters קטגוריה:מסע בין כוכבים: וויאג'ר - דמויות Star Wars מלחמת הכוכבים Star Wars מלחמת הכוכבים - פרק 4: תקווה חדשה Star Wars ספר:מלחמת הכוכבים Star Wars קטגוריה:מלחמת הכוכבים Star Wars תבנית:מלחמת הכוכבים Star Wars Episode III Revenge of the Sith poster.jpg קובץ:Star wars episode three poster2.jpg Star Wars Rebels מלחמת הכוכבים: המורדים Star Wars characters קטגוריה:דמויות במלחמת הכוכבים Star Wars films קטגוריה:סרטי מלחמת הכוכבים Star Wars: Clone Wars מלחמת הכוכבים: מלחמת המשובטים Star Wars: Episode I – The Phantom Menace מלחמת הכוכבים - פרק 1: אימת הפנטום Star Wars: Episode II – Attack of the Clones מלחמת הכוכבים - פרק 2: מתקפת המשובטים Star Wars: Episode III – Revenge of the Sith מלחמת הכוכבים - פרק 3: נקמת הסית' Star Wars: Episode VIII מלחמת הכוכבים - פרק 8 Star Wars: Knights of the Old Republic מלחמת הכוכבים: אבירי הרפובליקה הישנה Star Wars: The Force Awakens מלחמת הכוכבים - פרק 7: הכוח מתעורר Star World סטאר וורלד Star and crescent כוכב וסהר Star chart מפת כוכבים Star cluster צביר כוכבים Star clusters קטגוריה:צבירי כוכבים Star domain תחום כוכבי Star fort מצד כוכב Star nav תבנית:דיאגרמת HR Star of Amman/sandbox ארץ קשוחה Star of Bethlehem כוכב בית לחם Star of David מגן דוד Star of India כוכב הודו Star polygons in art and culture כוכב Star schema סכמת כוכב Star singers שירי כוכב Star system מערכת מרובת כוכבים Star systems קטגוריה:מערכות כוכבים Star vs. the Forces of Evil סטאר נגד כוחות הרשע Star-Crossed חוצה כוכבים Star-Lord סטאר לורד Star-Spangled Banner דגל המשמר הגדול Star-nosed mole חפרפרת מצוייצת StarCraft סטארקראפט StarCraft קטגוריה:סטארקראפט StarCraft II: Wings of Liberty סטארקראפט 2 StarKid Productions סטארקיד הפקות StarTram StarTram Stara Gradiška concentration camp סטארה גרדישקה Stara Syniava סטארה סיניאווה Stara Zagora סטארה זאגורה Stara Zagora Province סטארה זאגורה Starachowice סטרחוביצה Starbuck סטארבק Starbuck Island סטארבק Starbucks סטארבקס Starch עמילן Stardust אבק כוכבים Stardust סטארדאסט Starfire סטארפייר Starfish כוכבי ים Starfleet צי הכוכבים Starfleet officers קטגוריה:מסע בין כוכבים - קציני צי הכוכבים Stargate סטארגייט Stargate קטגוריה:סטארגייט Stargate תבנית:סטארגייט Stargate Atlantis סטארגייט אטלנטיס Stargate Atlantis intro.jpg קובץ:Stargate Atlantis.jpg Stargate Continuum.jpg קובץ:Stargate Continuum.jpg Stargate SG-1 סטארגייט SG-1 Stargate SG-1 cast minus Jonas Quinn.jpg קובץ:Sg1-poster.jpg Stargate Universe סטארגייט יוניברס Stargate Worlds עולמות סטארגייט Stargate: Continuum סטארגייט: רצף הזמן Stargate: The Ark of Truth סטארגייט: תיבת האמת Stargateworlds logo.jpg קובץ:Stargateworlds logo.jpg Stari Most הגשר הישן במוסטר Stari Ras סטארי ראס Starina Novak באבא נובק Starjammers סטארג'אמרס Stark סטארק Stark effect אפקט שטארק Starless Starless Starless and Bible Black Starless and Bible Black Starlight Express סטארלייט אקספרס Starling זרזיריים Starobilsk סטרובילסק Starodub סטארודוב Starokostiantyniv סטרוקונסטנטינוב Starry Night Over the Rhone ליל כוכבים מעל הרון Stars קטגוריה:כוכבים Stars Dance Stars Dance Stars Dance Tour Stars Dance Tour Stars and Stripes כוכבים ופסים Stars of Orion תבנית:כוכבים בקבוצת אוריון Stars of Ursa Major תבנית:כוכבים בקבוצת הדובה הגדולה Starsailor Starsailor Starship Enterprise אנטרפרייז Starship Entertainment Starship Entertainment Starship Titanic ספינת החלל טיטניק Starship Troopers גברים בחלל Starship Troopers לוחמי החלל Starships Starships Starsky & Hutch סטארסקי והאץ' Starstruck התאהבתי בכוכב Start Something Start Something Start menu תפריט התחל Start-up Nation מדינת הסטארט אפ Startrekposter.jpg קובץ:Star trek 11.jpg Startup company חברת הזנק Starvation הרעבה Starved Rock State Park פארק סטארבד רוק Stary Krym סטארי קרים Stary Oskol סטאריי אוסקול Staryi Chortoryisk סטארי צ'ורטוריסק Staryi Sambir סטארי סמביר Starz Starz Stas Misezhnikov סטס מיסז'ניקוב Stasi קטגוריה:שטאזי Stasi שטאזי Stasi officers קטגוריה:ראשי השטאזי Stasis שדה סטטי Staszów סטשוב State מדינה State מצב State Academic Symphony Orchestra of the Russian Federation התזמורת הסימפונית הממלכתית של רוסיה State Agency for National Security הסוכנות לביטחון לאומי של בולגריה State Anthem of Uzbekistan המנון אוזבקיסטן State Anthem of the Soviet Union המנון ברית המועצות State Attorney פרקליטות המדינה State Attorneys of Israel תבנית:פרקליטי המדינה State Bank of India סטייט בנק אוף אינדיה State Border Guard Service of Ukraine משמר הגבול האוקראיני State Comptroller of Israel מבקר המדינה State Comptrollers of Israel קטגוריה:מבקרי המדינה State Council המועצה המדינית State Council מועצת המדינה של רוסיה State Council of East Germany מועצת המדינה של גרמניה המזרחית State Council of the People's Republic of China המועצה הלאומית של הרפובליקה של סין State Crown of George I הכתר הממלכתי של ג'ורג' הראשון State Dining Room of the White House חדר האוכל הממלכתי State Duma הדומה הממלכתית של האימפריה הרוסית State Duma הדומה הממלכתית של הפדרציה הרוסית State Emblem of India סמל הודו State Emblem of the Soviet Union סמל ברית המועצות State Great Khural החוראל הגדול State Historical Museum המוזיאון ההיסטורי הממשלתי State Jewish Theater התיאטרון היהודי הממלכתי בבוקרשט State Kremlin Palace ארמון הקרמלין הממלכתי State Opening of Parliament טקס פתיחת הפרלמנט State Prize of the Russian Federation פרס הפדרציה הרוסית State Seal of Japan חותם יפן State Seal of Myanmar סמל מיאנמר State Security Administration שירות האבטחה הממלכתי של אוקראינה State Security Committee of the Republic of Belarus קד"ב State Security Investigations Service שירות ביטחון המדינה של מצרים State Space Agency of Ukraine סוכנות החלל הלאומית של אוקראינה State Special Communications Service of Ukraine השירות הממלכתי לתקשורת מיוחדת וביטחון מידע State Sponsors of Terrorism מדינות המממנות טרור State atheism אתאיזם מדיני State capitals in the United States קטגוריה:מדינות ארצות הברית: ערי בירה State capitols in the United States קטגוריה:מדינות ארצות הברית: בנייני בתי מחוקקים State crown כתר ממלכתי State emblem of Pakistan סמל פקיסטן State function פונקציית מצב State funeral הלוויה ממלכתית State governors of the United States קטגוריה:מושלי מדינות ארצות הברית State holidays in the United States קטגוריה:ימי חג של מדינות ארצות הברית State legislators of the United States קטגוריה:חברי בתי המחוקקים של מדינות ארצות הברית State legislature בית מחוקקים State legislatures of the United States קטגוריה:ארצות הברית: פרלמנטים State of Brazil מדינת ברזיל State of Hanover מדינת הנובר State of Maranhão מדינת מרניאו State of Mexico מקסיקו State of Palestine מדינה פלסטינית State of Play שם המשחק State of emergency מצב חירום State of matter מצב צבירה State of nature מצב הטבע State of the Teutonic Order מדינת המסדר הטבטוני State of the Union נאום מצב האומה State parks of Florida קטגוריה:פלורידה: פארקים מדינתיים State parks of the United States קטגוריה:פארקים מדינתיים בארצות הברית State religion כנסייה ממוסדת State terrorism טרור מדינתי State vector וקטור מצב State-owned enterprise חברה ממשלתית State-space representation מרחב המצב Statement פסוק Statement of changes in equity דוח על השינויים בהון העצמי Statement on Auditing Standards No. 70: Service Organizations SAS 70 Staten Island סטטן איילנד Staten Island קטגוריה:סטטן איילנד Staten Island Ferry מעבורת סטטן איילנד Staten Island Greenbelt החגורה הירוקה של סטטן איילנד Stater סטאטר States General of the Netherlands הפרלמנט של הולנד States and Federal Territories of Malaysia תבנית:מדינות מלזיה States and Union Territories of India תבנית:מדינות וטריטוריות הודו States and territories of Australia מדינות אוסטרליה States and territories of Australia קטגוריה:אוסטרליה: מדינות States and territories of Australia תבנית:מדינות אוסטרליה States and union territories of India המדינות והטריטוריות של הודו States of Austria מדינות אוסטריה States of Austria קטגוריה:אוסטריה: מדינות States of Austria תבנית:מדינות אוסטריה States of Brazil מדינות ברזיל States of Brazil קטגוריה:ברזיל: מדינות States of Brazil תבנית:מדינות ברזיל States of Germany מדינות גרמניה States of Germany קטגוריה:גרמניה: מדינות States of Malaysia קטגוריה:מלזיה: מדינות States of Mexico קטגוריה:מקסיקו: מדינות States of Mexico תבנית:מדינות מקסיקו States of Nigeria מדינות ניגריה States of Palau מדינות פלאו States of Palau קטגוריה:פלאו: מדינות States of South Sudan מחוזות דרום סודאן States of South Sudan קטגוריה:דרום סודאן: מחוזות States of South Sudan תבנית:מחוזות דרום סודאן States of Sudan מדינות סודאן States of Sudan קטגוריה:סודאן: מדינות States of Venezuela מדינות ונצואלה States of Venezuela קטגוריה:ונצואלה: מדינות States of the Federal Republic of Germany תבנית:מדינות גרמניה States of the German Empire תבנית:מדינות הקיסרות הגרמנית States of the United States קטגוריה:מדינות ארצות הברית States' rights זכויות המדינות בארצות הברית Static electricity חשמל סטטי Static program analysis ניתוח קוד סטטי Static random-access memory SRAM Static routing ניתוב סטטי Static variable משתנה סטטי Static-X סטטיק-אקס Statically indeterminate סיומת סטטית Statics סטטיקה Statics קטגוריה:סטטיקה Statin סטטין Station to Station Station to Station Stationary Traveller Stationary Traveller Stationary bicycle אופניים נייחים Stationary process תהליך סטציונרי Stationary set קבוצת שבת Stations of the Exodus נדודי בני ישראל במדבר Stations of the Exodus קטגוריה:נדודי בני ישראל במדבר: אתרים Statism אטטיזם Statistic מיומנות Statistic סטטיסטי Statistical classification סיווג Statistical ensemble צבר Statistical hypothesis testing בדיקת השערות Statistical literacy אוריינות סטטיסטית Statistical mechanics פיזיקה סטטיסטית Statistical parameter פרמטר סטטיסטי Statistical power עוצמה סטטיסטית Statistical regions of Slovenia אזורי סלובניה Statistical significance מובהקות סטטיסטית Statistical syllogism סילוגיזם סטטיסטי Statistical tests קטגוריה:מבחנים סטטיסטיים Statistical time division multiplexing ריבוב#ריבוב סטטיסטי Statistician סטטיסטיקאי Statisticians קטגוריה:סטטיסטיקאים Statistics ויקיפדיה:נתונים סטטיסטיים Statistics סטטיסטיקה Statistics קטגוריה:סטטיסטיקה Statistics stubs קטגוריה:קצרמר סטטיסטיקה Statler and Waldorf סטטלר ווולדורף Statue Square כיכר הפסלים Statue of Freedom פסל החופש Statue of Liberty פסל החירות Statue of Zeus at Olympia פסל זאוס באולימפיה Statues דג מלוח Status Quo סטטוס קוו Status epilepticus סטטוס אפילפטיקוס Status quo סטטוס קוו Status register אוגר הדגלים Status symbol סמל סטטוס Statute משפטים Statute in Restraint of Appeals חוק הגבלת העתירות Statute of Kalisz כתב הזכויות של קאליש Statute of Westminster 1931 חוק וסטמינסטר Statute of limitations התיישנות Statutory authority גוף סטטוטורי Statutory law משפטים Statutory law קטגוריה:חוקים Statutory rape אונס סטטוטורי Staunton סטאונטון Staurolite סטאורוליט Stav Elimelech סתיו אלימלך Stav Shaffir סתיו שפיר Stavanger סטוונגר Stavka סטאבקה Stavropol סטברופול Stavropol Krai סטברופול Stawiski סטוויסקי Stawiszyn סטאווישין Stay Stay Stay of execution עיכוב ביצוע Stayman convention סטיימן Stca74/Sheaf אלומה Steadicam סטדיקאם Steady State theory תאוריית המצב היציב Steak אומצה Steak Diane סטייק דיאנה Steak and kidney pie פאי סטייק וכליות Steak tartare סטייק טרטר Steal חטיפה Steal This Album! Steal This Album! Stealth aircraft חמקנות Stealth aircraft קטגוריה:כלי טיס חמקניים Stealth technology קטגוריה:חמקנות Steam Steam Steam קיטור Steam and Speed – The Great Western Railway Rain קיטור ומהירות: מסילת הרכבת המערבית הגדולה גשם Steam engine מנוע קיטור Steam hammer פטיש קיטור Steam locomotive קטר קיטור Steam turbine טורבינת קיטור Steamboat אוניית קיטור Steamboat Geyser גייזר ספינת הקיטור Steamboat Willie ספינת הקיטור וילי Steaming אידוי Steampunk סטימפאנק Steampunk קטגוריה:סטימפאנק Steampunk films קטגוריה:סרטי סטימפאנק Steampunk literature קטגוריה:ספרי סטימפאנק Steamships קטגוריה:ספינות קיטור Stearic acid חומצה סטארית Stearin סטארין Stedelijk Museum Amsterdam מוזיאון סטיידלק Steel סטיל Steel פלדה Steel Serpent נחש הפלדה Steel wool צמר פלדה Steeleye Span Steeleye Span Steen Andersen Bille סטין אנדרסן בילה Steenbok דוקרן הסטינבוק Steeplechase runners קטגוריה:רצי מכשולים Steeplejack טפסן Steering wheel הגה Steeve Elana סטיב אלאנה Stef Wertheimer סטף ורטהיימר Stefan Banach סטפן בנך Stefan Bornstein שטפן בורנשטיין Stefan Edberg סטפן אדברג Stefan Effenberg שטפן אפנברג Stefan George שטפן גאורגה Stefan Heym שטפן היים Stefan Holm סטפן הולם Stefan I of Bulgaria המטרופוליט סטפן Stefan Ilsanker שטפן אילזנקר Stefan Jerzy Zweig סטפן יז'י צווייג Stefan Kießling שטפן קיסלינג Stefan Klos שטפן קלוס Stefan Kuntz שטפן קונץ Stefan Lux שטפן לוקס Stefan Löfven סטפן לוון Stefan Mitrović סטפן מיטרוביץ' Stefan Nerezov סטפן נרזוב Stefan Reif שלמה קלמן רייף Stefan Reuter שטפן רויטר Stefan Rowecki סטפן רובצקי Stefan Sanderling שטפן זנדרלינג Stefan Sofiyanski סטפן סופיאנסקי Stefan Stambolov סטפן סטאמבולוב Stefan Toshev סטפן טושב Stefan Wolpe שטפן וולפה Stefan Zweig שטפן צווייג Stefan de Vrij סטפן דה פריי Stefan Šćepović סטפן שצ'פוביץ' Stefan-Peter Greiner סטפן-פטר גריינר Stefancan/testing שבר סן אנדראס Stefano Baldini סטפנו בלדיני Stefano Boeri סטפאנו בוארי Stefano Landi סטפאנו לאנדי Stefano Lorenzini סטפנו לורנציני Stefano Mauri סטפאנו מאורי Stefano Rosselli del Turco סטפנו רוסלי די טורקו Stefano Tacconi סטפאנו טאקוני Stefano di Giovanni סטפנו די ג'ובאני Stefan–Boltzmann law חוק סטפן-בולצמן Steffen Freund שטפן פרוינד Steffen Hofmann שטפן הופמן Steffi Graf שטפי גראף Stefka Kostadinova סטפקה קוסטדינובה Steganography סטגנוגרפיה Steglitz-Zehlendorf שטגליץ-צלנדורף Stegodon סטגודון Stegosauria סטגוזאוריה Stegosaurs קטגוריה:סטגוזאוריים Stegosaurus סטגוזאורוס Steiger שטייגר Steimatzky סטימצקי Stein שטיין Stein am Rhein שטיין אם ריין Steinberg שטיינברג Steiner שטיינר Steiner system מערכת שטיינר Steiner's calculus problem בעיית שטיינר Steinerne Rose שטיינרנה רוזה Steinhardt שטיינהרט Steinitz שטייניץ Steinmann שטיינמן Steinunn Valdís Óskarsdóttir סטיינון ולדיס אוסקרסדוטיר Stejneger's beaked whale לווייתן מקור סטג'נגר Stelarc סטלארק Stele אסטלה Stele of Zakkur כתובת זכור Stele of the Vultures אסטלת הנשרים Steles קטגוריה:אסטלות Steliano Filip סטליאנו פיליפ Stelios Kazantzidis סטליוס קזנג'ידיס Stella Adler סטלה אדלר Stella Artois סטלה ארטואה Stella Ella Ola קווה קווה דה לה אומה Stella Gonet סטלה גונה Stella Kübler סטלה גולדשלאג Stella Levy סטלה לוי Stella Maris Light מגדלור סטלה מאריס Stella Maris Monastery מנזר סטלה מאריס Stella McCartney סטלה מקרטני Stellagama חרדון מצוי Stellaland סטלאלנד Stellan Skarsgård סטלאן סקארסגארד Stellar black hole חור שחור כוכבי Stellar classification סיווג ספקטרלי Stellar evolution מחזור החיים של כוכב Stellar nucleosynthesis נוקליאוסינתזה כוכבית Stellar rotation סיבוב עצמי של כוכב Stellarium סטלאריום Stellated octahedron תמניון מכוכב Steller sea lion אריה ים שטלר Steller's eider ברווז שטלר Steller's sea cow פרת הים של שטלר Steller's sea eagle עיטם שטלר Stelling van Amsterdam קווי ההגנה של אמסטרדם Stellmach/notability תבנית:הבהרת חשיבות Stelvio Pass מעבר סטלביו Stem cell תא גזע Stemonitis משתמש:Stemonitis Stempenyu סטמפניו Sten סטן Sten Bergman סטן ברגמן Sten Sture the Elder סטן סטורה הזקן Sten Sture the Younger סטן סטורה הצעיר Stencil שבלונה Stendal שטנדאל Stendhal סטנדל Stenella סטנלה Stenkil מלך שוודיה סטנקיל Stenodactylus doriae ישימונית תמנע Stenodactylus petrii ישימונית רביבים Stent תומכן Steny Hoyer סטני הוייר Steorra User:Steorra Step Lively צעד בעליזות Step Up סטפ אפ Step Up קטגוריה:סטפ אפ Step Up 2: The Streets סטפ אפ 2: הרחובות Step Up 3D סטפ אפ 3 תלת מימד Step Up Revolution Step Up Revolution Step by Step אמא חורגת אבא חורג Step function פונקציית מדרגות Stepa Stepanović סטפה סטפנוביץ' Stepan סטפאן Stepan Bandera סטפן בנדרה Stepan Krasheninnikov סטפן קרשניניקוב Stepan Krasovsky סטפן קרסובסקי Stepan Levitsky סטפן לויצקי Stepan Makarov סטפאן מקרוב Stepan Razin סטפן ראזין Stepanakert סטפנקרט Stepfamily משפחה מורכבת Stepford Cuckoos קוקיות סטפורד Stephan Andersen סטפן אנדרסן Stephan El Shaarawy סטפן אל שעראווי Stephan Lichtsteiner סטפן ליכטשטיינר Stephanie סטפני Stephanie Brown ספוילר Stephanie Kwolek סטפני קוולק Stephanie Rice סטפני רייס Stephanie Seymour סטפני סימור Stephanie von Hohenlohe שטפני פון הוהנלוהה Stephanie zu Guttenberg שטפני צו גוטנברג Stephanus of Byzantium סטפנוס מביזנטיון Stephen Ahorlu סטפן אאורלו Stephen Amell סטיבן אמל Stephen Appiah סטפן אפיה Stephen Austin סטיבן אוסטין Stephen Baldwin סטיבן בולדווין Stephen Bocskay אישטוואן בוצ'קאי Stephen Boyd סטיבן בויד Stephen Bray סטיבן בריי Stephen Breyer סטיבן ברייר Stephen Báthory סטפאן באטורי Stephen Campbell Moore סטיבן קמפבל מור Stephen Cannell סטיבן ג'יי קאנל Stephen Cannell תבנית:סדרות סטיבן ג'יי קאנל Stephen Colbert סטיבן קולבר Stephen Curry סטפן קרי Stephen Daldry סטיבן דלדרי Stephen Dedalus סטיבן דדאלוס Stephen Dillane סטיבן דיליין Stephen Dorff סטיבן דורף Stephen Douglas סטיבן דאגלס Stephen Foster סטיבן פוסטר Stephen Francis Smith סטיבן סמית Stephen Frears סטיבן פרירס Stephen Fry סטיבן פריי Stephen Gately סטיבן גייטלי Stephen Graham סטיבן גראהם Stephen Gray סטיבן גריי Stephen Harper סטיבן הרפר Stephen Hawking סטיבן הוקינג Stephen Hendry סטיבן הנדרי Stephen Hillenburg סטיבן הילנבורג Stephen Holland סטיבן הולנד Stephen Hough סטיבן האף Stephen Hughes סטיבן יוז Stephen I סטפן הראשון Stephen I of Hungary מלך הונגריה אישטוון הראשון Stephen III of Moldavia שטפן הגדול Stephen Jackson סטיבן ג'קסון Stephen Jay Gould סטיבן ג'יי גולד Stephen King סטיבן קינג Stephen King קטגוריה:סטיבן קינג Stephen Lang סטיבן לאנג Stephen Langton סטיבן לנגטון Stephen Leacock סטיבן ליקוק Stephen Lynch סטיבן לינץ' Stephen Malkmus סטיבן מלקמוס Stephen Mangan סטיבן מנגן Stephen McGann סטיבן מקגאן Stephen Melville סטיבן מלוויל Stephen Mitchell סטיבן מיטשל Stephen Moyer סטיבן מוייר Stephen Neale סטיבן ניל Stephen Rea סטיבן ריאה Stephen Samuel Wise סטיבן שמואל וייז Stephen Sondheim סטיבן סונדהיים Stephen Spender סטיבן ספנדר Stephen Street סטיבן סטריט Stephen Sunday סאני Stephen Timoshenko סטפן טימושנקו Stephen V of Moldavia שטפאן החגב Stephen VIII Báthory שליט טרנסילבניה אישטוון באטורי Stephen Ward סטיבן וורד Stephen Wiltshire סטיבן וילטשייר Stephen Wise Free Synagogue בית הכנסת החופשי ע"ש סטיבן וייז Stephen Wolfram סטיבן וולפרם Stephenchayer/sandbox מבדוק יבש Stephenie Meyer סטפני מאייר Stephens Passage מעבר סטיבנס Stephon Marbury סטפון מרבורי Stepmom אמא חורגת Stepney סטפני Steppe ערבה Steppe eagle עיט ערבות Steppe polecat חמוס ערבות Stepped reckoner מחשב הפסיעות Steppenwolf זאב הערבה Stepping stones גשר אבני מדרך Steradian סטרדיאן Steraspis squamosa ברקנית האשל Sterba's corydoras קורידורס סטרביי Sterdyń סטרדין Stereochemistry סטריאוכימיה Stereochemistry קטגוריה:סטריאוכימיה Stereographic projection הטלה סטריאוגרפית Stereophonic sound סטריאו Stereoscope סטריאוסקופ Stereoscopy סטריאוסקופיה Stereoselectivity סטריאוסלקטיביות Stereospecificity סטריאוספציפיות Stereotomy Stereotomy Stereotype סטריאוטיפ Stereotypes קטגוריה:סטריאוטיפים ודעות קדומות Stereotypy סטראוטיפיות Steric effects אפקט סטרי Sterilization סטריליזציה Sterilization עיקור Sterlet שטירל Sterling סטרלינג Sterling Hall bombing הפיגוע באוניברסיטת ויסקונסין-מדיסון Sterling Holloway סטרלינג הולוויי Sterling Knight סטרלינג נייט Sterling Morrison סטרלינג מוריסון Sterling area גוש השטרלינג Sterling silver כסף סטרלינג Stern שטרן Stern Conservatory קונסרבטוריון שטרן Stern House בית שטרן Sterna שחפית Sternberg שטרנברג Sternbergia חלמונית Sternbergia clusiana חלמונית גדולה Sternfeld שטרנפלד Sternhell שטרנהל Sternorrhyncha כנימות Sternum עצם החזה Stern–Gerlach experiment ניסוי שטרן-גרלך Steroid סטרואיד Sterol סטרול Stethoscope מסכת Stevan Jovetić סטבאן יובטיץ' Stevan Mokranjac סטבאן מוקרניאץ Steve Aoki סטיב איוקי Steve Archibald סטיב ארצ'יבלד Steve Austin סטיב אוסטין Steve Ballmer סטיב באלמר Steve Berry סטיב ברי Steve Beshear סטיב בישיר Steve Biko סטיב ביקו Steve Birnbaum סטיב בירנבאום Steve Blake סטיב בלייק Steve Bould סטיב בולד Steve Bruce סטיב ברוס Steve Burtenshaw סטיב ברטנשו Steve Burtt Jr. סטיב בארט ג'וניור Steve Buscemi סטיב בושמי Steve Carell סטיב קארל Steve Cherundolo סטיב צ'רונדולו Steve Clark סטיב קלארק Steve Cohen סטיב כהן Steve Coogan סטיב קוגן Steve Coppell סטיב קופל Steve Cox סטיב קוקס Steve Davis סטיב דייוויס Steve Fossett סטיב פוסט Steve Francis סטיב פרנסיס Steve Furniss סטיב פורניס Steve Gatting סטיב גטינג Steve Genter סטיב ג'נטר Steve Gohouri סטיב גורי Steve Grand סטיב גרנד Steve Guttenberg סטיב גוטנברג Steve Hackett סטיב האקט Steve Harper סטיב הרפר Steve Harris סטיב האריס Steve Harvey סטיב הארווי Steve Hooker סטיבן הוקר Steve Howe סטיב האו Steve Howey סטיב האווי Steve Irwin סטיב ארווין Steve Israel סטיב ישראל Steve Jobs סטיב ג'ובס Steve Jobs קטגוריה:סטיב ג'ובס Steve Jones סטיב ג'ונס Steve Jordan סטיב ג'ורדן Steve Kagen סטיב קייגן Steve Kanaly סטיב קנאלי Steve Kaplan סטיבן קפלן Steve Keen סטיב קין Steve Kerr סטיב קר Steve Lewis סטיב לואיס Steve Linde סטיב לינדי Steve Lundquist סטיב לנדקוויסט Steve Mandanda סטיב מנדנדה Steve Martin סטיב מרטין Steve McClaren סטיב מקלארן Steve McCurry סטיב מק'קורי Steve McManaman סטיב מקמנמן Steve McQueen סטיב מקווין Steve Morse סטיב מורס Steve Nash סטיב נאש Steve Nicol סטיב ניקול Steve Novak סטיב נובאק Steve Ovett סטיב אובט Steve Pemberton סטיב פמברטון Steve Perry סטיב פרי Steve Redgrave סטיב רדגרייב Steve Reich סטיב רייך Steve Rothman סטיב רוטמן Steve Schirripa סטיב שיריפה Steve Sewell סטיב סוול Steve Seymour סטיב סימור Steve Shirley סטיב שרלי Steve Sidwell סטיב סידוול Steve Smith סטיב סמית' Steve Swallow סטיב סוולו Steve Tisch סטיב טיש Steve Turre סטיב טוריי Steve Urkel סטיב ארקל Steve Urkel.jpg תמונה:2005 0308 urkel.jpg Steve Vai סטיב ואי Steve Whitmire סטיב וייטמיר Steve Williams סטיב ויליאמס Steve Winwood סטיב וינווד Steve Wozniak סטיב ווזניאק Steve Young סטיב יאנג Steve Zahn סטיב זאן Steve2011/funnyarticle1 Windows over 9000 SteveSims/Userboxes/Firefox תבנית:משתמש פיירפוקס Steven Adams סטיבן אדמס Steven Avery סטיבן אייברי Steven Bauer סטיבן באואר Steven Beitashour סטיבן ביתאשור Steven Bradbury סטיבן ברדבורי Steven Brust סטיבן בראסט Steven Chu סטיבן צ'ו Steven Cohen סטיבן כהן Steven Culp סטיבן קאלפ Steven Davis סטיבן דוויס Steven Defour סטיבן דפור Steven Gerrard סטיבן ג'רארד Steven Greenberg סטיבן גרינברג Steven Gubser סטיבן גובזר Steven Isserlis סטיבן איסרליס Steven Katz סטיבן כץ Steven Knight סטיבן נייט Steven Mackintosh סטיבן מקינטוש Steven McQueen סטיבן מקווין Steven McRae סטיבן מקריי Steven Michael Quezada סטיבן מייקל קזאדה Steven Millhauser סטיבן מילהאוזר Steven Moffat סטיבן מופאט Steven Pienaar סטיבן פינאר Steven Pinker סטיבן פינקר Steven Plaut סטיבן פלאוט Steven Runciman סטיבן רנסימן Steven Seagal סטיבן סיגל Steven Soderbergh סטיבן סודרברג Steven Solomon סטיבן סולומון Steven Sotloff סטיבן סוטלוף Steven Spielberg סטיבן ספילברג Steven Spielberg תבנית:סטיבן ספילברג Steven Spielberg Jewish Film Archive ארכיון הסרטים היהודיים ע"ש סטיבן שפילברג Steven Stayner סטיבן סטיינר Steven Taylor סטיבן טיילור Steven Tyler סטיבן טיילר Steven Universe סטיבן יוניברס Steven Van Zandt סטיבן ואן זאנדט Steven Weinberg סטיבן ויינברג Steven Wilson סטיבן וילסון Steven Wright סטיבן רייט Steven Yeun סטיבן יאון Steven Zaillian סטיבן זאיליאן Steven Zuber סטיבן זובר StevenJ81 משתמש:StevenJ81 StevenJ81/sandbox משתמש:StevenJ81/טיוטה StevenJ81/userbsd2 משתמש:StevenJ81/בסד StevenJ81/userbsdl משתמש:StevenJ81/בסד-ק Stevens סטיבנס Stevenson סטיבנסון Stevens–Johnson syndrome תסמונת סטיבנס-ג'ונסון Steveprutz/Tentcopy אוהל Stevia סטיביה Stevie Nicks סטיבי ניקס Stevie Ray Vaughan סטיבי ריי וון Stevie Wonder סטיבי וונדר Stevns Klint צוקי סטנס Stew צלי קדירה Stewards ויקיפדיה:דייל Stewart Brand סטיוארט בראנד Stewart Copeland סטיוארט קופלנד Stewart Culin סטיוארט קולין Stewart Downing סטיוארט דאונינג Stewart Houston סטיוארט יוסטון Stewart Island האי סטיוארט Stewart Robson סטיוארט רובסון Stewart Symes סטיוארט סיימס Stewie Griffin סטואי גריפין Stewie Griffin: The Untold Story סטואי גריפין - הסיפור שלא סופר Stews קטגוריה:נזיד Steyr שטייר Steyr AUG שטייר AUG Steyr HS .50 שטייר HS .50 Steyr M שטייר M Steyr Mannlicher שטייר Steyr SSG 69 שטייר SSG 69 Steyr TMP שטייר TMP Steyr-Daimler-Puch שטייר דיימלר פוך Steyr-Land District מחוז שטייר Stick figure דמויות גפרורים Sticky Fingers Sticky Fingers Sticky Parkin/APD הפרעת אישיות אנטיסוציאלית Stieg Larsson סטיג לרסון Stielers Handatlas אטלס שטילר Stig Wennerström סטיג ונרסטרום Stigler's law of eponymy חוק האפונימים של סטיגלר Stigma סטיגמא Stigma סטיגמה Stigma תסמונת פא'נאר Stigmata סטיגמטה Stilbite סטילביט Stilicho פלביוס סטיליקו Stiliyan Petrov סטיליאן פטרוב Still Alright Still Alright Still I Rise Still I Rise Still Ignorant Still Ignorant Still Life Still Life Still Life with Spherical Mirror דומם וכדור שיקוף Still camera מצלמה Still life טבע דומם Still waters run deep מים שקטים חודרים עמוק Stillbirth מות עובר תוך רחמי Stillwater River סטילווטר Stilpo סטילפון Stilt house בתי כלונסאות Stilton cheese סטילטון Stilwell סטילוול Stilyagi המגונדרים Stimulants קטגוריה:סמים ממריצים Stimulated emission פליטה מאולצת Stimulus גירוי Stine סטיין Sting סטגדיש Sting סטיב בורדן Sting סטינג Sting קטגוריה:אלבומי סטינג Stinger עוקץ Stink badger בואשן הגירית Stipe Pletikosa סטיפה פלטיקוסה Stiripentol סטיריפנטול Stirling סטירלינג Stirling Castle טירת סטירלינג Stirling Sill סטירלינג סיל Stirling engine מנוע סטירלינג Stirling number מספר סטירלינג Stirling's approximation נוסחת סטירלינג Stirrup ארכוף Stishovite סטיסהוביט Stitch סטיץ' Stitch! The Movie סטיץ': הסרט Stitch's Great Escape! הבריחה הגדולה של סטיץ' Stitchbird תפרית ניו זילנדית Stitches תפרים Stjarnan שטיארנן Stjepan Mesić סטייפן מסיץ' Stjepan Sarkotić סטפן סרקוטיץ' פון לובצ'ן Stjepan Steiner סטייפן שטיינר Stjepan Vranješ סטפן ורנייש Stoa סטואה Stoa of Attalos הסטואה של אטאלוס Stoat הרמין Stoch סטוך Stochastic differential equation משוואה דיפרנציאלית סטוכסטית Stochastic matrix מטריצה סטוכסטית Stochastic process תהליך סטוכסטי Stochastic processes קטגוריה:תהליכים סטוכסטיים Stochastic resonance תהודה אקראית Stock סדן Stock סטוק Stock קת Stock Aitken Waterman סטוק אייטקן ווטרמן Stock and Two Smoking Barrels Lock סטוק ושני קנים מעשנים לוק Stock exchange בורסה לניירות ערך Stock exchanges קטגוריה:בורסות לניירות ערך Stock exchanges in the United States קטגוריה:שוק ההון האמריקאי Stock market index מדד ניירות ערך Stock market indices קטגוריה:מדדי ניירות ערך Stock split הון מניות#פיצול ואיחוד מניות Stockard Channing סטוקרד צ'אנינג Stockerau שטוקראו Stockholm סטוקהולם Stockholm קטגוריה:סטוקהולם Stockholm Arlanda Airport נמל התעופה סטוקהולם ארלנדה Stockholm Bloodbath מרחץ הדמים של סטוקהולם Stockholm Concert Hall אולם הקונצרטים של סטוקהולם Stockholm County סטוקהולם Stockholm Mosque המסגד הגדול בסטוקהולם Stockholm Olympic Stadium האצטדיון האולימפי Stockholm Synagogue בית הכנסת הגדול של סטוקהולם Stockholm Water Prize פרס המים של סטוקהולם Stockholm syndrome תסמונת סטוקהולם Stockhorn שטוקהורן Stockhorn Arena ארנה תון Stoclet Palace בית סטוקלט Stoczek Łukowski סטוצ'ק לוקובסקי Stoichiometry סטויכיומטריה Stoicism האסכולה הסטואית Stoke City F.C. סטוק סיטי Stoke City F.C. players קטגוריה:כדורגלני סטוק סיטי Stoke-on-Trent סטוק-און-טרנט Stokes flow משוואות סטוקס Stokes stream function פונקציית הזרימה של סטוקס Stokes' law חוק סטוקס Stokes' theorem משפט סטוקס Stolac סטולאץ Stolen Generations הדור הגנוב Stolichnaya סטוליצ'ניה Stolin סטולין Stolnic סטולניק Stolperstein שטולפרשטיין Stoltenhoff Island שטולטנהוף Stolz–Cesàro theorem משפט שטולץ Stoma סטומה רפואית Stoma פיונית Stomach קיבה Stomach cancer סרטן הקיבה Stomach rumble קרקור בטן Stone אבן Stone סטון Stone קטגוריה:אבן Stone Age קטגוריה:תקופת האבן Stone Age תקופת האבן Stone Cold Classics Stone Cold Classics Stone Cold Crazy Stone Cold Crazy Stone Cold Steve Austin סטיבן ויליאמס Stone Gossard סטון גוסארד Stone Soup מרק האבן Stone Temple Pilots סטון טמפל פיילוטס Stone Town סטון טאון Stone cladding אבן לבנייה Stone of Remembrance מצבת הזיכרון Stone of Scone אבן סקון Stone pine אורן הצנובר Stone skipping הקפצת אבנים Stone spheres of Costa Rica כדורי האבן בקוסטה ריקה Stone tool כלי אבן Stone's representation theorem for Boolean algebras משפט הייצוג של סטון Stone-curlew כרווניים Stonehenge סטונהנג' Stonehenge קטגוריה:סטונהנג' Stonewall סטונוול Stonewall Jackson תומאס ג'ונתן ג'קסון Stonewall riots מהומות סטונוול Stone–Weierstrass theorem משפט הקירוב של ויירשטראס Stoning סקילה Stool שרפרף Stop Islamisation of Europe SIOE Stop Making Sense Stop Making Sense Stop Online Piracy Act SOPA Stop codon קודון סיום Stop consonant עיצורים סותמים Stop motion סטופ מושן Stop motion קטגוריה:סטופ מושן Stop sign תמרור עצור Stop! Or My Mom Will Shoot עצור! או שאמא שלי יורה Stop-motion animated films קטגוריה:סרטי אנימציה בסטופ-מושן Stop-motion animated television series קטגוריה:סדרות אנימציה בסטופ-מושן Stoping התמוטטות טריזית Stopnica סטופניצה Stopwatch שעון עצר Storage area network SAN Storage virtualization וירטואליזציית אחסון Stored procedure פרוצדורה מאוחסנת Stored-program computer תוכנית מאוכסנת Stork חסידתיים Storm Storm Storm סופה Storm סטורם Storm Corrosion Storm Corrosion Storm King Art Center מרכז האמנות סטורם קינג Storm Thorgerson סטורם ת'ורג'רסון Storm Warning זהירות: סופה Storm packets process מבצע סופה נחרצת Storm petrel יסעורוניים Storm-petrels קטגוריה:יסעורוניים Stormbreaker אלכס ריידר Stormbringer Stormbringer Stormchaser רודפתסערה Storming of the Bastille נפילת הבסטיליה Stormont Castle טירת סטורמונט Stormont House בית סטורמונט Storms קטגוריה:סופות Stormtrooper חיילי סער Storozhynets סטורוז'ינץ Storting סטורטינג Story of Ahikar ספר אחיקר החכם Story of O סיפורה של O Story of Sinuhe סיפורו של שנהאת Story of Wenamun מגילת ון אמון Story within a story סיפור בתוך סיפור Storyboard סטוריבורד Storybook International ספר המעשיות Storytellers קטגוריה:מספרי סיפורים Storytelling מספר סיפורים Stove תנור Stowbtsy סטוובצי Stoyan Danev סטויאן דאנב Stoyanov סטויאנוב Stožice Stadium אצטדיון סטוז'יצה Str find תבנית:Str find Str index תבנית:Str index Str index/getchar תבנית:Str index/getchar Str left תבנית:Str left Str len תבנית:Str len Str number תבנית:Str number Str number/trim תבנית:Str number/trim Str right תבנית:Str right Str sub find תבנית:Str sub find Str sub new תבנית:Str sub new Str ≤ len תבנית:Str ≤ len Str8 off tha Streetz of Muthaphukkin Compton Str8 off tha Streetz of Muthaphukkin Compton Stra Villa Pisani הלבירינת של סטרה Strabismus פזילה Strabo סטראבו Strabo סטראבון Strabomantidae סטרבומנטליים Straddle אסטרטגיית אוכף Stradivarius סטרדיוואריוס Strafbattalion פלוגת עונשין Strahd von Zarovich סטראד פון זרוביץ' Straight Out of Hell Straight Out of Hell Straight Outta Compton Straight Outta Compton Straight edge סטרייט אדג' Straight photography צילום ישיר Straight-acting סטרייט אקטינג Straight-tusked elephant פיל ישר חט Strain זן Strained yogurt לבנה Strait מצר ים Strait of Baltiysk מצר בלטייסק Strait of Belle Isle מצר האי בל Strait of Bonifacio מצר בוניפאצ'יו Strait of Canso מצר קנסו Strait of Dover מצר דובר Strait of Georgia מצר ג'ורג'יה Strait of Gibraltar מצר גיברלטר Strait of Hormuz מצר הורמוז Strait of Magellan מצר מגלן Strait of Malacca מצר מלאקה Strait of Messina מצר מסינה Strait of Otranto מצר אוטרנטו Strait of Sicily מצר סיציליה Strait of Tartary מצר הטטרים Straits קטגוריה:מצרי ים Straits Times Online Mobile Print Straits Times Online Mobile Print Straits by country קטגוריה:מצרי ים לפי מדינה Straits of Alaska קטגוריה:אלסקה: מצרי ים Straits of Albania קטגוריה:אלבניה: מצרי ים Straits of Argentina קטגוריה:ארגנטינה: מצרי ים Straits of Australia קטגוריה:אוסטרליה: מצרי ים Straits of Canada קטגוריה:קנדה: מצרי ים Straits of Chile קטגוריה:צ'ילה: מצרי ים Straits of China קטגוריה:סין: מצרי ים Straits of Corfu מצר קורפו Straits of Denmark קטגוריה:דנמרק: מצרי ים Straits of Finland קטגוריה:פינלנד: מצרי ים Straits of Florida מצר פלורידה Straits of Florida קטגוריה:פלורידה: מצרי ים Straits of France קטגוריה:צרפת: מצרי ים Straits of Greece קטגוריה:יוון: מצרי ים Straits of Greenland קטגוריה:גרינלנד: מצרי ים Straits of Iceland קטגוריה:איסלנד: מצרי ים Straits of India קטגוריה:הודו: מצרי ים Straits of Indonesia קטגוריה:אינדונזיה: מצרי ים Straits of Italy קטגוריה:איטליה: מצרי ים Straits of Japan קטגוריה:יפן: מצרי ים Straits of Johor מצר ג'והור Straits of Malaysia קטגוריה:מלזיה: מצרי ים Straits of New Zealand קטגוריה:ניו זילנד: מצרי ים Straits of North America קטגוריה:אמריקה הצפונית: מצרי ים Straits of Nunavut קטגוריה:נונאווט: מצרי ים Straits of Papua New Guinea קטגוריה:פפואה גינאה החדשה: מצרי ים Straits of Russia קטגוריה:רוסיה: מצרי ים Straits of Singapore קטגוריה:סינגפור: מצרי ים Straits of South Korea קטגוריה:קוריאה הדרומית: מצרי ים Straits of Sri Lanka קטגוריה:סרי לנקה: מצרי ים Straits of Sweden קטגוריה:שוודיה: מצרי ים Straits of Taiwan קטגוריה:טאיוואן: מצרי ים Straits of Tiran מצרי טיראן Straits of Turkey קטגוריה:טורקיה: מצרי ים Straits of the Arctic Ocean קטגוריה:מצרי ים באוקיינוס הקרח הצפוני Straits of the Atlantic Ocean קטגוריה:מצרי ים באוקיינוס האטלנטי Straits of the British Isles קטגוריה:הממלכה המאוחדת: מצרי ים Straits of the Indian Ocean קטגוריה:מצרי ים באוקיינוס ההודי Straits of the Mediterranean קטגוריה:מצרי ים בים התיכון Straits of the Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות: מצרי ים Straits of the Pacific Ocean קטגוריה:מצרי ים באוקיינוס השקט Straits of the Philippines קטגוריה:הפיליפינים: מצרי ים Straits of the United States קטגוריה:ארצות הברית: מצרי ים Stralsund שטרלזונד Stralsund St. Mary's Church כנסיית מריה הקדושה Strand סטרנד Stranded Stranded Strange Beautiful Music Strange Beautiful Music Strange Case of Dr Jekyll and Mr Hyde המקרה המוזר של ד"ר ג'קיל ומר הייד Strange Days Strange Days Strange Fruit פרי מוזר Strange loop לולאה מוזרה Strange quark קווארק מוזר Strangelet מוזרון Stranger Than Paradise זרים Stranger by the Lake זרים על שפת האגם Stranger in Paradise זר בגן עדן Stranger in a Strange Land גר בארץ נוכרייה Strangers No More כבר לא זרים Strangers in the Night Strangers in the Night Strangers on a Train זרים ברכבת Strangetruther/sandbox ולוצירפטור Strap-toothed whale לווייתן מקור ליארד Straperlo פרשת סטרפרלו Strasbourg קטגוריה:שטרסבורג Strasbourg שטרסבורג Strasbourg Cathedral קתדרלת שטרסבורג Strasbourg IG שטרסבורג IG Strasbourg IG players קטגוריה:כדורסלני שטרסבורג Strasbourg Petite France צרפת הקטנה Strasbourg astronomical clock השעון האסטרונומי בשטרסבורג Strataca מוזיאון המלח התת-קרקעי של קנזס Strategic Air Command פיקוד האוויר האסטרטגי Strategic Arms Limitation Talks סאל"ט Strategic Defense Initiative יוזמת ההגנה האסטרטגית Strategic Missile Troops חיל הטילים האסטרטגיים של רוסיה Strategic bombing הפצצה אסטרטגית Strategic depth עומק אסטרטגי Strategic dominance שליטה של אסטרטגיות Strategic information system מערכת מידע אסטרטגית Strategic lawsuit against public participation תביעת השתקה Strategic management אסטרטגיה עסקית Strategic management קטגוריה:אסטרטגיה עסקית Strategikon of Maurice סטרטגיקון Stratego סטרטגו Strategos סטרטגוס Strategy אסטרטגיה Strategy קטגוריה:אסטרטגיה Strategy תכסיס Strategy game משחק אסטרטגיה Strategy of the Roman military לוחמה רומית Strategy video games קטגוריה:משחקי אסטרטגיה ממוחשבים Stratford סטרטפורד Stratford-upon-Avon Church of the Holy Trinity כנסיית השילוש הקדוש Strathaven Castle טירת אבונדייל Stratification ריבוד Stratigraphic column טור סטרטיגרפי Stratigraphic section חתך סטרטיגרפי Stratigraphy סטרטיגרפיה Stratigraphy קטגוריה:סטרטיגרפיה Stratis Myrivilis סטראטיס מיריביליס Strato of Lampsacus סטראטון מלאמפסאקוס Stratolaunch Systems Stratolaunch Stratonice of Syria סטרטוניקה מסוריה Stratopause סטרטופאוזה Stratosphere סטרטוספירה Stratovarius סטראטובריוס Stratum שכבה Stratum lucidum שכבת lucidum Straus Street רחוב שטראוס Strauss שטראוס Strauss שטראוס גרופ Stravaganza סטרוגנזה Straw קש Straw Dogs כלבי הקש Straw hat כובע קש Straw man דחליל Straw wine יין קש Straw-coloured fruit bat עטלף פרי זהוב בטן Straw-necked ibis מגלן לבן-צוואר Strawberry Fields שדות התות Strawberry Fields Forever Strawberry Fields Forever Strawberry Shortcake תותית Strawberry and Chocolate תותים ושוקולד Strawberry poison-dart frog צפרדע חץ תותית Strawperson איש קש Stray Cats סטריי קאטס Stray Heart Stray Heart Stray light אור תועה Straße des 17. Juni רחוב 17 ביוני Streaked scrub warbler מדברון Stream נחל Stream Control Transmission Protocol Stream Control Transmission Protocol Stream bed אפיק Stream capture כיבוש נהר Stream cipher צופן זרם Stream of consciousness זרם התודעה Streaming media הזרמת מדיה Streamline Moderne סטרים ליין Streatham Common סטריטהאם קומון Street סטריט Street רחוב Street Fighter סטריט פייטר Street Fighter II: The World Warrior סטריט פייטר II Street art אמנות רחוב Street culture קטגוריה:תרבות רחוב Street dogs in Moscow כלבי הרחוב של מוסקבה Street fashion אופנת רחוב Street food מאכלי רחוב Street furniture קטגוריה:ריהוט רחוב Street light פנס רחוב Street name sign שלט רחוב Street of the Prophets רחוב הנביאים Street or road name שמות רחובות בישראל Street party מסיבת רחוב Street photography צילום רחוב Street sweeper מטאטא רחוב Street theatre תיאטרון רחוב Street-Legal Street Legal StreetDance 3D StreetDance 3D Streetball כדורסל רחוב Streets קטגוריה:רחובות ושדרות Streets in Amsterdam קטגוריה:אמסטרדם: רחובות Streets in Berlin קטגוריה:ברלין: רחובות ושדרות Streets in Dublin קטגוריה:דבלין: רחובות Streets in Israel קטגוריה:רחובות ושדרות בישראל Streets in Jerusalem קטגוריה:ירושלים: רחובות Streets in London קטגוריה:לונדון: רחובות Streets in Madrid קטגוריה:מדריד: רחובות Streets in Manhattan קטגוריה:מנהטן: רחובות Streets in Moscow קטגוריה:מוסקבה: רחובות Streets in New York City קטגוריה:ניו יורק: רחובות Streets in Paris קטגוריה:פריז: רחובות Streets in Rome קטגוריה:רומא: רחובות Streets in Saint Petersburg קטגוריה:סנקט פטרבורג: רחובות Streets in Tel Aviv קטגוריה:תל אביב-יפו: רחובות Streets in the City of Westminster קטגוריה:וסטמינסטר: רחובות Streets in the United States קטגוריה:רחובות ושדרות בארצות הברית Streets of London Streets of London Streets of Manhattan תבנית:תחבורה בניו יורק Strega סטרגה Strega Prize פרס סטרגה Strega Prize winners קטגוריה:זוכי פרס סטרגה Streisand effect אפקט סטרייסנד Streit's סטרייט'ס Strela סטרלה Strela computer סטרלה Strelitz סטרליץ Strelitzia reginae ציפור גן עדן Strelka Institute אדריכלות ועיצוב מכון סטרלקה לתקשורת Streltsy Uprising מרד 1698 Strength כוח Strength Through Joy כוח באמצעות שמחה Strength of materials חוזק חומרים Strength-based practice גישת הכוחות בעבודה סוציאלית Strepsicerotini סלילני קרניים Strepsils סטרפסילס Strepsirrhini בעלי אף לח Streptococcus Streptococcus Streptococcus mutans Streptococcus mutans Streptococcus pneumoniae Streptococcus pneumoniae Streptococcus pyogenes Streptococcus pyogenes Streptomycin סטרפטומיצין Streptopelia תור Stress דחק Stress הטעמה Stress מאמץ Stress fracture שבר מאמץ Stressed Out Stressed Out Stretcher אלונקה Stretford סטרטפורד Stretto סטרטו Streusel שטרויזל Streymoy סטריימוי Striated caracara קרקרה מפוספסת Striatum סטריאטום Stribog סטריבוג Strickland סטריקלנד Strict liability אחריות קפידה Strict nature reserve שטח פתוח Strictly 4 My N.I.G.G.A.Z... Strictly 4 My N.I.G.G.A.Z. Strictly Come Dancing participants קטגוריה:מתחרי רוקדים עם כוכבים Stride סטרייד פיאנו Stridsvagn 103 סטרידסואגן 103 Strigidae קטגוריה:ינשופיים Strigil סטריגיל Strigopidae קטגוריה:תוכיי ניו זילנד Strike שביתה Strike Back מכת מחץ Strike action שביתה Strikebreaker שובר שביתה Strikes קטגוריה:שביתות String יחידה:String String מחרוזת String מיתר String Quartet No. 1 סונאטת קרויצר String Quartet No. 1 רביעיית מיתרים מספר 1 String Quartet No. 12 רביעיית מיתרים מס' 12 של דבוז'אק String Quartet No. 15 רביעיית מיתרים מספר 15 String Quartet No. 2 רביעיית מיתרים מספר 2 String Quartet No. 4 רביעיית מיתרים מס' 4 של בטהובן String Quartet No. 7 רביעיית מיתרים מס' 7 של בטהובן String Quartet No. 8 הרביעייה מספר 8 בדו מינור של דמיטרי שוסטקוביץ' String Sextet No. 2 השישייה מספר 2 בסול מז'ור של ברהמס String figure סבתא סורגת String instrument כלי מיתר String instruments קטגוריה:כלי קשת String manipulation templates קטגוריה:תבניות לעיבוד מחרוזות String quartet רביעיית מיתרים String quartets קטגוריה:רביעיות מיתרים String skipping דילוג מיתרים String theory קטגוריה:תורת המיתרים String theory תורת המיתרים Stringer Davis סטרינגר דייוויס Stripe-necked mongoose נמייה מפוספסת-צוואר Striped crake ברודית אפריקאית Striped dolphin סטנלה מפוספסת Striped hog-nosed skunk בואש חוטמני מערבי Striped hyena צבוע מפוספס Striped polecat בואש אפריקני Striped red mullet מולית הפסים Striped skunk בואש מפוספס Stripped Stripped Striptease חשפנות Striptease סטריפטיז Strix לילית Stroboscope סטרובוסקופ Stroganov Palace ארמון סטרוגנוב Stroganov family משפחת סטרוגנוב Stroke שבץ מוחי Stroke volume נפח פעימה Strom Thurmond סטרום ת'ורמונד Stroma משתית Stroma סטרומה Stromae סטרומאה Stromatium unicolor יקרונית הרהיטים Stromatolite סטרומטוליט Stromboli סטרומבולי Stromness סטרומנס Strong סטרונג Strong Guy סטרונג גאי Strong Law of Small Numbers חוק המספרים הקטנים Strong Nash equilibrium שיווי משקל חזק Strong interaction הכוח הגרעיני החזק Strong objectivity אובייקטיביות חזקה Stronger Stronger Strontium סטרונציום Strontium titanate סטרונציום טיטנאט Stroop Report דו"ח שטרופ Stroop effect אפקט סטרופ Stroopwafel שטרופוואפל Strophic form מבנה סטרופי Strouhal number מספר סטרוהאל Strozzapreti חונקי כמרים Structural Funds and Cohesion Fund הקרנות המבניות של האיחוד האירופי Structural basin אגן מבני Structural biology ביולוגיה מבנית Structural coloration צבעוניות מבנית Structural engineering הנדסת מבנים Structural engineers קטגוריה:מהנדסי בניין Structural functionalism פונקציונליזם סטרוקטורלי Structural gene גן מבני Structural geology גאולוגיה מבנית Structural geology קטגוריה:גאולוגיה מבנית Structural history of the Roman military הצבא הרומי בתקופת המלוכה והרפובליקה המוקדמת Structural isomer איזומרים מרחביים Structuralism סטרוקטורליזם Structuralism קטגוריה:סטרוקטורליזם Structuration theory תאוריית הסטרוקטורציה Structure מבנה Structure factor גורם מבנה Structure formation צפיפות היקום Structure of the Earth קטגוריה:מבנה כדור הארץ Structured product מוצר מובנה Strudel שטרודל Struga סטרוגה Strum פריטה על גיטרה Struma סטרומה Strumica סטרומיצה Struthion Pool בריכת הסטרותיון Struthioniformes קטגוריה:יענאים Struve Geodetic Arc הקשת הגאודזית של שטרובה Struwwelpeter יהושע הפרוע Strychnine סטריכנין Strychnos nux-vomica אגוז הקיא Stryfe סטרייף Stryi סטרי Stryker סטרייקר Stryków סטריקוב Strzegowo שצ'גובו Strzyżów סטז'יז'וב Strømsgodset IF סטרומסגודסט Stuart Challender סטיוארט צ'אלנדר Stuart Chase סטיוארט צ'ייס Stuart Kauffman סטיוארט קאופמן Stuart Levey סטיוארט לוי Stuart Little סטיוארט ליטל Stuart Little 2 סטיוארט ליטל 2 Stuart Little 3: Call of the Wild סטיוארט ליטל 3: הזמנה לטבע Stuart Milner-Barry סטיוארט מילנר-בארי Stuart Pearce סטיוארט פירס Stuart Saves His Family סטיוארט מציל את משפחתו Stuart Sutcliffe סטיוארט סאטקליף Stuart Whitman סטיוארט ויטמן Stuart Wilson סטיוארט וילסון Stub ויקיפדיה:קצרמר Stub תבנית:קצרמר Stub categories קטגוריה:קצרמר StubHub Center הום דיפו סנטר Stubble quail שליו זיפני Stubbs סטאבס Stucco סטוקו Stuck in the Middle הארלי באמצע Studenica Monastery מנזר סטודניצה Student סטודנט Student council מועצת תלמידים Student films קטגוריה:סרטי סטודנטים Student group תא סטודנטים Student organizations קטגוריה:ארגוני סטודנטים Student protest שביתת סטודנטים Student's t-distribution התפלגות t Student's t-test מבחן t Students קטגוריה:סטודנטים Students Supporting Israel סטודנטים תומכי ישראל Students for Justice in Palestine סטודנטים למען צדק בפלסטין Students for a Democratic Society סטודנטים למען חברה דמוקרטית Students' union אגודת סטודנטים Studia Mathematica Studia Mathematica Studio סטודיו Studio Ghibli סטודיו ג'יבלי Studio Ghibli תבנית:סרטי סטודיו ג'יבלי Studio Mir סטודיו מיר Studio monitor מוניטור Studium Biblicum Franciscanum בית הספר הפרנציסקני למקרא Studley Royal Park הפארק המלכותי סטאדלי Study צעיר עירום יושב על שפת הים Study skills אסטרטגיית למידה StuffOfInterest/Userboxes/User separation תבנית:משתמש הפרדת הדת מהמדינה Stuffed peppers פלפל ממולא Stuffed toy בובה ממולאת Stuffing מלית StumbleUpon StumbleUpon Stunt performer פעלולן Stupa סטופה Stupendemys סטופנדמיס Stupid Dream Stupid Dream Stupidity טיפשות Stupify Stupify Sture סטורה Sturgeon חדקניים Sturgeons קטגוריה:חדקניים Sturm Brightblade סער בהיר-להב Sturm und Drang סער ופרץ Sturmabteilung אס אה Sturmgeschütz III שטוג סימן 3 Sturmgeschütz IV שטוג סימן 4 Sturm–Liouville theory תורת שטורם-ליוביל Sturnidae קטגוריה:זרזיריים Sturnus זרזיר Stuttering גמגום Stuttgart קטגוריה:שטוטגרט Stuttgart שטוטגרט Stuttgart Radio Symphony Orchestra תזמורת רדיו שטוטגרט Stuttgarter Kickers players קטגוריה:כדורגלני שטוטגרטר קיקרס Stutthof concentration camp מחנה הריכוז שטוטהוף Stutthof concentration camp קטגוריה:שטוטהוף Stutthof concentration camp survivors קטגוריה:אסירים במחנה הריכוז שטוטהוף Stuxnet סטוקסנט Stye שעורה Stygian owl ינשוף השאול Stygimoloch סטיגימולוק Style guide מדריך כתיבה Style/IPA תבנית:Style/IPA Style/ril תבנית:Style/ril Style/yid תבנית:Style/yid Stylistics תורת הסגנון Stylobate סטילובטה Stylommatophora קטגוריה:שבלולי יבשה Stylommatophora שבלולי יבשה Stylophone סטיילופון Stylophora pistillata שיחן שכיח Stymphalian birds ציפורי סטימפליה Styra סטירה Styracosaurus סטירקוזאורוס Styrax officinalis לבנה רפואי Styrene סטירן Styria שטיריה Styx סטיקס Stéfano de Gregorio סטפנו דה גרגוריו Stéphane Audran סטפאן אודראן Stéphane Chapuisat סטפן שפויזאט Stéphane Denève סטפן דנב Stéphane Dion סטפן דיון Stéphane Froidevaux סטפן פרואה דה וו Stéphane Grappelli סטפן גרפלי Stéphane Henchoz סטפן הנשוז Stéphane Hessel סטפן הסל Stéphane Lasme סטפן לאזמה Stéphane Mallarmé סטפאן מלארמה Stéphane Mbia סטפן מביה Stéphane Ruffier סטפן רופייה Stéphanie Dixon סטפני דיקסון Stéphanie Szostak סטפני שוסטאק Stóra Dímun סטורה דימון Su Su Su Nuraxi סו נוראז'י די ברומיני Su Tong סו טונג Suan סואן Suarez סוארס Sub Pop סאב פופ Sub Pop 200 Sub Pop 200 Sub judice סוב יודיצה Sub-Saharan Africa אפריקה שמדרום לסהרה Sub-Saharan Africa קטגוריה:אפריקה שמדרום לסהרה Sub-Zero סאב זירו Sub-orbital spaceflight טיסה תת-מסלולית Sub-replacement fertility פריון תת-החלפתי Subacute combined degeneration of spinal cord התנוונות משולבת סאב-אקוטית של חוט השדרה Subak סובאק Subaltern Studies לימודי מוכפפות Subantarctic fur seal דוב ים תת-אנטארקטי Subarachnoid hemorrhage דימום מוחי תת-עכבישי Subarctic climate אקלים תת-ארקטי Subaru סובארו Subaru קטגוריה:סובארו Subaru תבנית:סובארו Subaru Impreza סובארו אימפרזה Subaru Justy סובארו ג'אסטי Subaru Leone סובארו ליאונה Subatomic particle חלקיק תת-אטומי Subatomic particles קטגוריה:חלקיקים אלמנטריים Subbotniks סובותניקים Subclavian artery העורק התת-בריחי Subclavius muscle השריר התת-בריחי Subclinical seizure התקף תת-קליני Subcompact cars קטגוריה:מכוניות סופרמיני Subcontinent תת-יבשת Subcostal arteries העורק התת-צלעי Subculture תת-תרבות Subcultures קטגוריה:תת-תרבות Subdistricts of Mandatory Palestine קטגוריה:המנדט הבריטי: נפות Subdivisions of Abkhazia מחוזות אבחזיה Subdivisions of Abkhazia קטגוריה:אבחזיה: חלוקה מנהלית Subdivisions of Afghanistan קטגוריה:אפגניסטן: חלוקה מנהלית Subdivisions of Albania קטגוריה:אלבניה: חלוקה מנהלית Subdivisions of Algeria קטגוריה:אלג'יריה: חלוקה מנהלית Subdivisions of Andorra קטגוריה:אנדורה: חלוקה מנהלית Subdivisions of Angola קטגוריה:אנגולה: חלוקה מנהלית Subdivisions of Antigua and Barbuda קטגוריה:אנטיגואה וברבודה: חלוקה מנהלית Subdivisions of Argentina קטגוריה:ארגנטינה: חלוקה מנהלית Subdivisions of Armenia קטגוריה:ארמניה: חלוקה מנהלית Subdivisions of Australia קטגוריה:אוסטרליה: חלוקה מנהלית Subdivisions of Azerbaijan קטגוריה:אזרבייג'ן: חלוקה מנהלית Subdivisions of Bahrain קטגוריה:בחריין: חלוקה מנהלית Subdivisions of Bangladesh קטגוריה:בנגלדש: חלוקה מנהלית Subdivisions of Barbados קטגוריה:ברבדוס: חלוקה מנהלית Subdivisions of Belarus קטגוריה:בלארוס: חלוקה מנהלית Subdivisions of Belgium קטגוריה:בלגיה: חלוקה מנהלית Subdivisions of Belize קטגוריה:בליז: חלוקה מנהלית Subdivisions of Benin קטגוריה:בנין: חלוקה מנהלית Subdivisions of Berlin קטגוריה:ברלין: שכונות Subdivisions of Bermuda קטגוריה:ברמודה: חלוקה מנהלית Subdivisions of Bhutan קטגוריה:בהוטן: חלוקה מנהלית Subdivisions of Bolivia קטגוריה:בוליביה: חלוקה מנהלית Subdivisions of Botswana מחוזות בוטסואנה Subdivisions of Botswana קטגוריה:בוטסואנה: חלוקה מנהלית Subdivisions of Brazil קטגוריה:ברזיל: חלוקה מנהלית Subdivisions of Brunei קטגוריה:ברוניי: חלוקה מנהלית Subdivisions of Bulgaria קטגוריה:בולגריה: חלוקה מנהלית Subdivisions of Burkina Faso קטגוריה:בורקינה פאסו: חלוקה מנהלית Subdivisions of Burundi קטגוריה:בורונדי: חלוקה מנהלית Subdivisions of Cambodia קטגוריה:קמבודיה: חלוקה מנהלית Subdivisions of Cameroon קטגוריה:קמרון: חלוקה מנהלית Subdivisions of Canada קטגוריה:קנדה: חלוקה מנהלית Subdivisions of Cape Verde קטגוריה:כף ורדה: חלוקה מנהלית Subdivisions of Chad קטגוריה:צ'אד: חלוקה מנהלית Subdivisions of Chile קטגוריה:צ'ילה: חלוקה מנהלית Subdivisions of Colombia קטגוריה:קולומביה: חלוקה מנהלית Subdivisions of Costa Rica קטגוריה:קוסטה ריקה: חלוקה מנהלית Subdivisions of Croatia קטגוריה:קרואטיה: חלוקה מנהלית Subdivisions of Cuba קטגוריה:קובה: חלוקה מנהלית Subdivisions of Cyprus קטגוריה:קפריסין: חלוקה מנהלית Subdivisions of Denmark קטגוריה:דנמרק: חלוקה מנהלית Subdivisions of Djibouti קטגוריה:ג'יבוטי: חלוקה מנהלית Subdivisions of Dominica קטגוריה:דומיניקה: חלוקה מנהלית Subdivisions of East Timor קטגוריה:מזרח טימור: חלוקה מנהלית Subdivisions of Ecuador קטגוריה:אקוודור: חלוקה מנהלית Subdivisions of Egypt קטגוריה:מצרים: חלוקה מנהלית Subdivisions of El Salvador קטגוריה:אל סלוודור: חלוקה מנהלית Subdivisions of England חלוקה מנהלית של אנגליה Subdivisions of England קטגוריה:אנגליה: חלוקה מנהלית Subdivisions of Equatorial Guinea קטגוריה:גינאה המשוונית: חלוקה מנהלית Subdivisions of Eritrea קטגוריה:אריתריאה: חלוקה מנהלית Subdivisions of Estonia קטגוריה:אסטוניה: חלוקה מנהלית Subdivisions of Ethiopia קטגוריה:אתיופיה: מחוזות Subdivisions of Fiji קטגוריה:פיג'י: חלוקה מנהלית Subdivisions of Finland קטגוריה:פינלנד: חלוקה מנהלית Subdivisions of France קטגוריה:צרפת: חלוקה מנהלית Subdivisions of Gabon קטגוריה:גבון: חלוקה מנהלית Subdivisions of Georgia קטגוריה:גאורגיה: חלוקה מנהלית Subdivisions of Germany קטגוריה:גרמניה: חלוקה מנהלית Subdivisions of Ghana קטגוריה:גאנה: חלוקה מנהלית Subdivisions of Greece קטגוריה:יוון: חלוקה מנהלית Subdivisions of Greenland קטגוריה:גרינלנד: חלוקה מנהלית Subdivisions of Grenada קטגוריה:גרנדה: חלוקה מנהלית Subdivisions of Guatemala קטגוריה:גואטמלה: חלוקה מנהלית Subdivisions of Guinea קטגוריה:גינאה: חלוקה מנהלית Subdivisions of Guinea-Bissau קטגוריה:גינאה ביסאו: חלוקה מנהלית Subdivisions of Guyana קטגוריה:גיאנה: חלוקה מנהלית Subdivisions of Haiti קטגוריה:האיטי: חלוקה מנהלית Subdivisions of Honduras קטגוריה:הונדורס: חלוקה מנהלית Subdivisions of Hungary קטגוריה:הונגריה: חלוקה מנהלית Subdivisions of Iceland קטגוריה:איסלנד: חלוקה מנהלית Subdivisions of India קטגוריה:הודו: חלוקה מנהלית Subdivisions of Indonesia קטגוריה:אינדונזיה: חלוקה מנהלית Subdivisions of Iran קטגוריה:איראן: חלוקה מנהלית Subdivisions of Iraq קטגוריה:עיראק: חלוקה מנהלית Subdivisions of Ireland קטגוריה:אירלנד: חלוקה מנהלית Subdivisions of Israel קטגוריה:ישראל: חלוקה מנהלית Subdivisions of Italy קטגוריה:איטליה: חלוקה מנהלית Subdivisions of Ivory Coast קטגוריה:חוף השנהב: חלוקה מנהלית Subdivisions of Jamaica קטגוריה:ג'מייקה: חלוקה מנהלית Subdivisions of Japan קטגוריה:יפן: חלוקה מנהלית Subdivisions of Jordan קטגוריה:ירדן: חלוקה מנהלית Subdivisions of Kazakhstan קטגוריה:קזחסטן: חלוקה מנהלית Subdivisions of Kenya קטגוריה:קניה: חלוקה מנהלית Subdivisions of Kiribati מחוזות קיריבטי Subdivisions of Kiribati קטגוריה:קיריבטי: חלוקה מנהלית Subdivisions of Kosovo קטגוריה:קוסובו: חלוקה מנהלית Subdivisions of Kuwait קטגוריה:כווית: חלוקה מנהלית Subdivisions of Kyrgyzstan קטגוריה:קירגיזסטן: חלוקה מנהלית Subdivisions of Laos קטגוריה:לאוס: חלוקה מנהלית Subdivisions of Latvia קטגוריה:לטביה: חלוקה מנהלית Subdivisions of Lebanon קטגוריה:לבנון: חלוקה מנהלית Subdivisions of Lesotho קטגוריה:לסוטו: חלוקה מנהלית Subdivisions of Liberia קטגוריה:ליבריה: חלוקה מנהלית Subdivisions of Libya קטגוריה:לוב: חלוקה מנהלית Subdivisions of Liechtenstein קטגוריה:ליכטנשטיין: חלוקה מנהלית Subdivisions of Lithuania קטגוריה:ליטא: חלוקה מנהלית Subdivisions of Luxembourg קטגוריה:לוקסמבורג: חלוקה מנהלית Subdivisions of Madagascar קטגוריה:מדגסקר: חלוקה מנהלית Subdivisions of Malawi קטגוריה:מלאווי: חלוקה מנהלית Subdivisions of Malaysia קטגוריה:מלזיה: חלוקה מנהלית Subdivisions of Mali קטגוריה:מאלי: חלוקה מנהלית Subdivisions of Malta קטגוריה:מלטה: חלוקה מנהלית Subdivisions of Mauritania קטגוריה:מאוריטניה: חלוקה מנהלית Subdivisions of Mauritius קטגוריה:מאוריציוס: חלוקה מנהלית Subdivisions of Mexico קטגוריה:מקסיקו: חלוקה מנהלית Subdivisions of Moldova קטגוריה:מולדובה: חלוקה מנהלית Subdivisions of Monaco קטגוריה:מונאקו: חלוקה מנהלית Subdivisions of Mongolia קטגוריה:מונגוליה: חלוקה מנהלית Subdivisions of Montenegro קטגוריה:מונטנגרו: חלוקה מנהלית Subdivisions of Morocco קטגוריה:מרוקו: חלוקה מנהלית Subdivisions of Mozambique קטגוריה:מוזמביק: חלוקה מנהלית Subdivisions of Myanmar קטגוריה:מיאנמר: חלוקה מנהלית Subdivisions of Namibia קטגוריה:נמיביה: חלוקה מנהלית Subdivisions of Nauru קטגוריה:נאורו: חלוקה מנהלית Subdivisions of Nepal קטגוריה:נפאל: חלוקה מנהלית Subdivisions of New Zealand קטגוריה:ניו זילנד: חלוקה מנהלית Subdivisions of Nicaragua קטגוריה:ניקרגואה: חלוקה מנהלית Subdivisions of Niger קטגוריה:ניז'ר: חלוקה מנהלית Subdivisions of Nigeria קטגוריה:ניגריה: חלוקה מנהלית Subdivisions of North Korea קטגוריה:קוריאה הצפונית: חלוקה מנהלית Subdivisions of Northern Cyprus קטגוריה:הרפובליקה הטורקית של צפון קפריסין: חלוקה מנהלית Subdivisions of Norway קטגוריה:נורווגיה: חלוקה מנהלית Subdivisions of Pakistan קטגוריה:פקיסטן: חלוקה מנהלית Subdivisions of Palau קטגוריה:פלאו: חלוקה מנהלית Subdivisions of Panama קטגוריה:פנמה: חלוקה מנהלית Subdivisions of Papua New Guinea קטגוריה:פפואה גינאה החדשה: חלוקה מנהלית Subdivisions of Paraguay קטגוריה:פרגוואי: חלוקה מנהלית Subdivisions of Peru קטגוריה:פרו: חלוקה מנהלית Subdivisions of Poland קטגוריה:פולין: חלוקה מנהלית Subdivisions of Portugal קטגוריה:פורטוגל: חלוקה מנהלית Subdivisions of Qatar קטגוריה:קטר: חלוקה מנהלית Subdivisions of Romania קטגוריה:רומניה: חלוקה מנהלית Subdivisions of Rome קטגוריה:רומא: מנהל Subdivisions of Russia קטגוריה:רוסיה: חלוקה מנהלית Subdivisions of Russia תבנית:מחוזות רוסיה Subdivisions of Rwanda קטגוריה:רואנדה: חלוקה מנהלית Subdivisions of Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: חלוקה מנהלית Subdivisions of Saint Lucia קטגוריה:סנט לוסיה: חלוקה מנהלית Subdivisions of Saint Vincent and the Grenadines קטגוריה:סנט וינסנט והגרנדינים: חלוקה מנהלית Subdivisions of Samoa קטגוריה:סמואה: חלוקה מנהלית Subdivisions of San Marino קטגוריה:סן מרינו: חלוקה מנהלית Subdivisions of Saudi Arabia קטגוריה:ערב הסעודית: חלוקה מנהלית Subdivisions of Scotland מחוזות סקוטלנד Subdivisions of Senegal קטגוריה:סנגל: חלוקה מנהלית Subdivisions of Serbia קטגוריה:סרביה: חלוקה מנהלית Subdivisions of Seychelles קטגוריה:סיישל: חלוקה מנהלית Subdivisions of Sierra Leone קטגוריה:סיירה לאון: חלוקה מנהלית Subdivisions of Singapore קטגוריה:סינגפור: חלוקה מנהלית Subdivisions of Slovakia קטגוריה:סלובקיה: חלוקה מנהלית Subdivisions of Slovenia קטגוריה:סלובניה: חלוקה מנהלית Subdivisions of Somalia קטגוריה:סומליה: חלוקה מנהלית Subdivisions of South Africa קטגוריה:דרום אפריקה: חלוקה מנהלית Subdivisions of South Korea קטגוריה:קוריאה הדרומית: חלוקה מנהלית Subdivisions of South Sudan קטגוריה:דרום סודאן: חלוקה מנהלית Subdivisions of Spain קטגוריה:ספרד: חלוקה מנהלית Subdivisions of Sri Lanka קטגוריה:סרי לנקה: חלוקה מנהלית Subdivisions of Sudan קטגוריה:סודאן: חלוקה מנהלית Subdivisions of Suriname קטגוריה:סורינאם: חלוקה מנהלית Subdivisions of Swaziland קטגוריה:סווזילנד: חלוקה מנהלית Subdivisions of Sweden קטגוריה:שוודיה: חלוקה מנהלית Subdivisions of Switzerland קטגוריה:שווייץ: חלוקה מנהלית Subdivisions of Syria קטגוריה:סוריה: חלוקה מנהלית Subdivisions of São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה: חלוקה מנהלית Subdivisions of Tajikistan קטגוריה:טג'יקיסטן: חלוקה מנהלית Subdivisions of Tanzania קטגוריה:טנזניה: חלוקה מנהלית Subdivisions of Thailand קטגוריה:תאילנד: חלוקה מנהלית Subdivisions of Togo קטגוריה:טוגו: חלוקה מנהלית Subdivisions of Tonga קטגוריה:טונגה: חלוקה מנהלית Subdivisions of Transnistria קטגוריה:טרנסניסטריה: חלוקה מנהלית Subdivisions of Trinidad and Tobago קטגוריה:טרינידד וטובגו: חלוקה מנהלית Subdivisions of Tunisia קטגוריה:תוניסיה: חלוקה מנהלית Subdivisions of Turkey קטגוריה:טורקיה: חלוקה מנהלית Subdivisions of Turkmenistan מחוזות טורקמניסטן Subdivisions of Turkmenistan קטגוריה:טורקמניסטן: חלוקה מנהלית Subdivisions of Tuvalu קטגוריה:טובאלו: חלוקה מנהלית Subdivisions of Uganda קטגוריה:אוגנדה: חלוקה מנהלית Subdivisions of Ukraine קטגוריה:אוקראינה: חלוקה מנהלית Subdivisions of Uruguay קטגוריה:אורוגוואי: חלוקה מנהלית Subdivisions of Uzbekistan קטגוריה:אוזבקיסטן: חלוקה מנהלית Subdivisions of Vanuatu קטגוריה:ונואטו: חלוקה מנהלית Subdivisions of Venezuela קטגוריה:ונצואלה: חלוקה מנהלית Subdivisions of Vietnam מחוזות וייטנאם Subdivisions of Vietnam קטגוריה:וייטנאם: חלוקה מנהלית Subdivisions of Zambia מחוזות זמביה Subdivisions of Zambia קטגוריה:זמביה: חלוקה מנהלית Subdivisions of Zimbabwe קטגוריה:זימבבואה: חלוקה מנהלית Subdivisions of the Bahamas קטגוריה:איי בהאמה: חלוקה מנהלית Subdivisions of the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: חלוקה מנהלית Subdivisions of the Comoros מחוזות קומורו Subdivisions of the Comoros קטגוריה:קומורו: חלוקה מנהלית Subdivisions of the Czech Republic קטגוריה:צ'כיה: חלוקה מנהלית Subdivisions of the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: חלוקה מנהלית Subdivisions of the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: חלוקה מנהלית Subdivisions of the Federated States of Micronesia קטגוריה:מיקרונזיה: חלוקה מנהלית Subdivisions of the Gambia קטגוריה:גמביה: חלוקה מנהלית Subdivisions of the Maldives קטגוריה:המלדיביים: מחוזות Subdivisions of the Marshall Islands קטגוריה:איי מרשל: חלוקה מנהלית Subdivisions of the Netherlands קטגוריה:הולנד: חלוקה מנהלית Subdivisions of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: חלוקה מנהלית Subdivisions of the Philippines קטגוריה:הפיליפינים: חלוקה מנהלית Subdivisions of the Republic of China קטגוריה:הרפובליקה הסינית: חלוקה מנהלית Subdivisions of the Republic of Macedonia קטגוריה:מקדוניה: חלוקה מנהלית Subdivisions of the Republic of the Congo קטגוריה:הרפובליקה של קונגו: חלוקה מנהלית Subdivisions of the Russian Empire קטגוריה:האימפריה הרוסית: חלוקה מנהלית Subdivisions of the Solomon Islands קטגוריה:איי שלמה: חלוקה מנהלית Subdivisions of the Soviet Union קטגוריה:ברית המועצות: חלוקה מנהלית Subdivisions of the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: חלוקה מנהלית Subdivisions of the United Kingdom קטגוריה:הממלכה המאוחדת: חלוקה מנהלית Subdivisions of the United States קטגוריה:ארצות הברית: חלוקה מנהלית Subdominant סובדומיננטה Subduction הפחתה Subdural hematoma דימום סאב-דורלי Subfossil תת-מאובן Subgame perfect equilibrium שיווי משקל תת-משחקי משוכלל Subgiant תת-ענק Subgiant stars קטגוריה:תת-ענקים Subject נושא Subject-oriented business process management Business Process Management Subjective constancy קביעות תפיסתית Subjective well-being רווחה נפשית Subjectivism סובייקטיביזם Subjectivity סובייקטיביות Sublimation המראה Sublimation סובלימציה Sublime סאבליים Sublime Porte השער הנשגב Subliminal סאבלימינל Subliminal stimuli מסר תת-ספי Sublinear function פונקציה תת-לינארית Submachine gun תת-מקלע Submachine guns קטגוריה:תת-מקלעים Submachine guns of Russia קטגוריה:תת-מקלעים רוסיים וסובייטיים Submarine צוללת Submarine classes קטגוריה:דגמי צוללות Submarine communications cable כבל תת-ימי Submarine snorkel שנורקל Submarine volcanoes קטגוריה:הרי געש תת-ימיים Submarine warfare קטגוריה:לוחמת צוללות Submariners קטגוריה:צוללנים Submarines קטגוריה:צוללות Submarines by country קטגוריה:צוללות לפי מדינה Submarines of Germany קטגוריה:צוללות גרמניות Submarines of Israel קטגוריה:צוללות ישראליות Submarines of the Soviet Navy קטגוריה:צוללות הצי הסובייטי Submarines of the United Kingdom קטגוריה:צוללות בריטיות Submarines of the United States Navy קטגוריה:צוללות בצי ארצות הברית Submediant סובמדיאנטה Submerged משימה בשטח האויב Submission כניעה Suboff תבנית:הוחלף Subon תבנית:החליף Subotica סובוטיצה Subpages עזרה:דף משנה Subplot עלילת משנה Subprime lending הלוואת סאבפריים Subprime mortgage crisis משבר הסאבפריים Subrahmanyan Chandrasekhar סוברהמניאן צ'נדראסקאר Subrogation תחלוף Subroutine שגרה Subscapular artery העורק התת-שכמי Subscapularis muscle השריר התת-שכמי Subscriber identity module SIM Subscription business model מינוי Subsequence תת-סדרה Subsequent Nuremberg trials משפטי נירנברג הנוספים Subset תת-קבוצה Subset sum problem בעיית הסכומים החלקיים Subsidence התמוככות Subsidiarity סובסידיאריות Subsidiary חברה בת Subsidy סובסידיה Subspace topology טופולוגיה מושרית Subspecies תת-מין Substance dependence התמכרות לסמים Substance-related disorders קטגוריה:הפרעות נפשיות והתנהגותיות כתוצאה משימוש בחומרים פסיכואקטיביים Substantia nigra החומר השחור Substantial truth הגנת "אמת דיברתי" בלשון הרע Substellar object גוף תת-כוכבי Substituent מתמיר Substitution cipher צופן החלפה Substitution reaction תגובת התמרה Substrate analog אנלוג של סובסטרט Subterranean London לונדון התת-קרקעית Subterranean London קטגוריה:לונדון התת-קרקעית Subterranean rivers of London הנהרות התת-קרקעיים של לונדון Subterranean rivers of London קטגוריה:הנהרות התת-קרקעיים של לונדון Subtext סאבטקסט Subtilisin סבטיליזין Subtitle תרגום בכתוביות Subtraction חיסור Subtropical ridge רצועת המדבריות העולמית Subtropics סובטרופי Subud סובוד Suburb פרוור Suburbs of Sydney קטגוריה:פרוורי סידני Suburgatory פרברי הגיהנום Subutai סובוטאי Subvolcanic rock סלע געשי#סלעים תת-געשיים Subway סאבוויי Subway Surfers Subway Surfers Subwoofer סאב וופר Succession to the British throne סדר הירושה לכתר הבריטי Succinic acid חומצה סוקסינית Succoth סוכות Succubus סוקובוס Succulent plant סוקולנטים Suceava סוצ'אבה Suceava County סוצ'אבה Sucellus סוקלוס Sucevița Monastery מנזר סוצ'ביצה Suchedniów סוחדניוב Suchomimus סוקומימוס Suchowola סוחובולה Suck מציצה Suck It and See Suck It And See Sucralose סוכרלוז Sucre סוקרה Sucrose סוכרוז Suction מציצה Sud Aviation סוד אוויאסיון Sud Aviation Caravelle קרוול Sud Aviation Vautour ווטור Suda סודא Sudan סודאן Sudan קטגוריה:סודאן Sudan Airways סודאן איירווייז Sudan People's Liberation Army צבא דרום סודאן Sudan at the Olympics סודאן במשחקים האולימפיים Sudan at the Paralympics סודאן במשחקים הפאראלימפיים Sudan national basketball team נבחרת סודאן בכדורסל Sudan national football team נבחרת סודאן בכדורגל Sudan plated lizard חומט סודני Sudan templates קטגוריה:תבניות ניווט - סודאן Sudanese Armed Forces צבא דרום סודאן Sudanese culture קטגוריה:סודאן: סמלים לאומיים Sudanese literature קטגוריה:ספרות סודאנית Sudanese people קטגוריה:סודאנים Sudanese politicians קטגוריה:פוליטיקאים סודאנים Sudbury סדברי Sudbury Basin אגן סדברי Sudbury Schools קטגוריה:בתי ספר בדגם סדברי Sudbury Valley School בית הספר סדברי ואלי Sudbury school דגם סדברי Sudd ביצת סוד Sudden infant death syndrome תסמונת מוות בעריסה Suddenly סאדנלי Sudeten German people קטגוריה:גרמנים צ'כים Sudetenland חבל הסודטים Sudetes סודטים Sudiți סודיט Sudo Sudo Sudoku סודוקו Sudova Vyshnia סונדובה וישניה Sue Ane Langdon סו אן לנגדון Sue Bird סו בירד Sue Coe סו קו Sue Gardner סו גרדנר Sue Grafton סו גרפטון Sue Johnston סו ג'ונסטון Sue Monk Kidd סו מונק קיד Sue Rangell/B.R.I.T.T.A.N.I.C.A. קטגוריה:ויקיפדיה - הומור Suede סווייד Suen-magir סין-מגיר Suetonius סווטוניוס Suez סואץ Suez Canal קטגוריה:תעלת סואץ Suez Canal תעלת סואץ Suez Canal Bridge גשר תעלת סואץ Suez Canal University אוניברסיטת תעלת סואץ Suez Crisis מלחמת סיני Suez Crisis קטגוריה:מלחמת סיני Suez Governorate סואץ Suezmax סואצמקס Sufa סופה Suffering סבל Sufficient statistic סטטיסטי מספיק Sufficiently large גדול מספיק Suffix tree עץ סיפות Suffocation סאפאקיישן Suffolk סאפוק Suffolk קטגוריה:סאפוק Suffrage זכות בחירה Suffragette סופרג'יזם Suffragists קטגוריה:סופרג'יסטיות Sufganiyah סופגנייה Sufian Abu Zaida סופיאן אבו זיידה Sufism סופיות Sufism קטגוריה:סופיות Sufjan Stevens סופיאן סטיבנס Sufri צאפריים Sugababes Sugababes Sugar Sugar Sugar סוכר Sugar קטגוריה:סוכרים Sugar Ray Leonard שוגר ריי לאונרד Sugar Ray Robinson שוגר ריי רובינסון Sugar Rush שוגר אהובתי Sugar beet סלק סוכר Sugar glass זכוכית סוכר Sugar glider כיסנאי דואה Sugar house בקתת סוכר Sugar substitute תחליף סוכר Sugar substitutes קטגוריה:ממתיקים SugarCRM SugarCRM Sugarcane harvester מקצרת קנה סוכר Sugarloaf חרוט סוכר Sugarloaf Mountain הר הסוכר Sugata Mitra סוגטה מיטרה Suge Knight שוג נייט Suger סוגריוס Suggestibility סוגסטיה Suginami סוגינאמי Suha Arafat סוהא ערפאת Suharto סוהארטו Suheil Bushrui סוהייל בושרוי Suheir Hammad סוהיר חמאד Suhl זול Suhmata סוחמאתא Sui dynasty שושלת סווי Sui iuris סואי יוריס Suicide התאבדות Suicide קטגוריה:התאבדות Suicide Squad יחידת המתאבדים Suicide attack פיגוע התאבדות Suicide bombing קטגוריה:פיגועי התאבדות Suicide bombing in the Israeli–Palestinian conflict קטגוריה:ישראל: פיגועי התאבדות Suicide by cop התאבדות באמצעות שוטר Suicide by pilot התאבדות של טייס Suicide in South Korea התאבדויות בדרום קוריאה Suicide note מכתב התאבדות Suicide of Amanda Todd התאבדותה של אמנדה טוד Suicide of Tyler Clementi התאבדותו של טיילר קלמנטי Suicide prevention מניעת התאבדות Suicides קטגוריה:מתאבדים Suicides by self-immolation קטגוריה:הצתה עצמית Suicides in Israel קטגוריה:מתאבדים ישראלים Suidae חזיריים Suikinkutsu סויקינקוצו Suillus granulatus אורנייה מצויה Suina דמויי חזיר Suina קטגוריה:דמויי חזיר Suiren סוויז'ן Suisun Bay מפרץ סויסון Suit חליפה Suit סדרה Suit of cups סדרת הגביעים Suit of wands סדרת המטות Suitcase מזוודה Suite סוויטה Suits חליפות Suk סוק Sukarno אחמד סוקרנו Sukhoi סוחוי Sukhoi KR-860 סוחוי KR-860 Sukhoi PAK FA סוחוי T-50 Sukhoi Su-17 סוחוי 17 Sukhoi Su-24 סוחוי Su-24 Sukhoi Su-27 סוחוי Su-27 Sukhoi Su-30 סוחוי Su-30 Sukhoi Su-33 סוחוי Su-33 Sukhoi Su-34 סוחוי Su-34 Sukhoi Su-35 סוחוי Su-35 Sukhoi Su-37 סוחוי Su-37 Sukhoi Su-47 סוחוי Su-47 Sukhoi Su-7 סוחוי-7 Sukhoi Superjet 100 סוחוי סופרג'ט 100 Sukhoi aircraft קטגוריה:סוחוי Sukhothai Historical Park סוקהוטהאי Sukhumi סוחומי Sukhumi קטגוריה:סוחומי Sukhumi Babushara Airport נמל התעופה סוחומי דרנדה Sukhumi District סוחומי Sukhumi botanical garden הגנים הבוטניים של סוחומי Suki Lahav צרויה להב Sukiyaki סוקיאקי Sukkah מסכת סוכה Sukkah סוכה Sukkah City סוכה סיטי Sukkot סוכות Sukkot סכות Sukkot קטגוריה:סוכות Sukkot תבנית:סוכות Sukur סוקור Sukyo Mahikari מקדש מהיקארי Sulaiman Ja'abari סולימאן ג'עברי Sulaiman Shah סלימאן שאה Sulam סולם Sulamith Goldhaber שולמית גולדהבר Sulawesi סולאווסי Sulawesi hornbill קלאו צהוב-ראש Sulawesi palm civet זבד דקל סולאווסי Sulayman Mountain הר סולימאן Sulayman al-Nabulsi סולימאן א-נאבולסי Sulayman ibn Abd al-Malik סולימאן אבן עבד אל-מלכ Sulaymaniyah סולימאניה Sulaymaniyah Governorate א-סולימאניה Sulaymaniyah Museum מוזיאון סולימאניה Sulegg זולאג Suleiman Abdullahi סולימאן עבדולהי Suleiman Frangieh סולימאן פרנג'יה Suleiman Frangieh Jr. סולימאן פרנג'יה הבן Suleiman I of Persia שאה סולימאן Suleiman II סולימאן השני Suleiman Pasha סולימאן הוסני פאשה Suleiman Pasha סולימאן פאשה Suleiman the Magnificent סולימאן הראשון Sulejman Bargjini סולימאן פאשה ברגיני Sulejman Tihić סוליימן טיהיץ' Sulejów סולייוב Suleyman Kerimov סוליימאן קרימוב Sulfate סולפט Sulfate minerals קטגוריה:מינרלים סולפטיים Sulfide סולפיד Sulfide minerals קטגוריה:מינרלים סולפידיים Sulfonamide סולפונאמידים Sulfonylurea סולפוניל-אוראה Sulfur גופרית Sulfur cycle מחזור הגופרית Sulfur dioxide גופרית דו-חמצנית Sulfur mustard גז חרדל Sulfuric acid חומצה גופרתית Sulfurous acid חומצה גופריתית Sulguni סולוגוני Sulidae סולתיים Sulidae קטגוריה:סולתיים Suliko סוליקו Sulim Yamadayev סולים ימאדייב Suliman Bashear סולימאן בשיר Sulina סולינה Sulina branch תעלת סולינה Sulis סוליס Sulla לוקיוס קורנליוס סולה Sulley Muntari סאלי אלי-מונטארי Sullivan סאליבן Sullivan brothers האחים סאליבן Sullivan's Travels מסעות סאליבן Sullom Voe סאלום וו Sully Prudhomme סילי פרידום Sulphur-crested cockatoo קקדו צהוב-ציצית Sultan סולטאן Sultan Ahmed Mosque המסגד הכחול Sultan Kösen סולטן קוסן Sultan Yacoub סולטאן יעקוב Sultan al-Atrash סולטאן אל-אטרש Sultan bin Abdulaziz יורש העצר הסעודי סולטאן Sultan chicken סולטאן Sultan of Granada Muhammed IV סולטאן גרנדה מוחמד הרביעי Sultan's Pool בריכת הסולטן Sultanate of Aussa סולטנות אוסה Sultanate of Ifat יפאט Sultanate of Nejd סולטנות נג'ד Sultanate of Rum סולטנות רום Sultanate of Women סולטאנות הנשים Sultani סולטאני Sultanism משטר סולטאניסטי Sultans of Oman קטגוריה:סולטאני עומאן Sultans of Swing Sultans of Swing Sultans of the Ottoman Empire קטגוריה:סולטאני האימפריה העות'מאנית Sultiame סולטיאם Sulzburg זולצבורג Sum 41 סאם 41 Sumac אוג Sumac סומק Sumatra סומטרה Sumatra קטגוריה:סומטרה Sumatran orangutan אורנגאוטן סומטרי Sumatran rhinoceros קרנף סומטרה Sumatran serow סרו סומטרי Sumatran tiger טיגריס סומטרה Sumba Strait מצר סומבה Sume Sume Sumed pipeline צינור הנפט סומד Sumer קטגוריה:שומר Sumer שומר Sumerian King List רשימת המלכים השומרית Sumerian cities קטגוריה:ערי מדינה בשומר Sumerian language שומרית Sumerian literature קטגוריה:ספרות שומר Sumerian rulers קטגוריה:מלכים בשומר Sumerian texts קטגוריה:כתובות בשומרית Sumidero Canyon קניון סומידרו Summa Theologica מכלול התאולוגיה Summanus סומנוס Summation סכום Summed area table טבלת שטח מסוכם Summer קיץ Summer Fields School סאמר פילדס סקול Summer Garden גן הקיץ Summer Olympic Games קטגוריה:אולימפיאדות קיץ Summer Olympic stadia תבנית:אצטדיוני אולימפיאדות קיץ Summer Olympics medal tables קטגוריה:מדליות באולימפיאדות קיץ Summer Palace ארמון הקיץ Summer Paralympic Games קטגוריה:משחקי הקיץ הפאראלימפיים Summer Paralympics medal tables קטגוריה:מדליות במשחקים הפאראלימפיים Summer Rae דניאלה מוינט Summer Rains גשמי קיץ Summer Sanders סאמר סנדרס Summer Triangle משולש הקיץ Summer camp מחנה קיץ Summer capital בירת קיץ Summer in February משתמש:Egildd/קיץ בפברואר Summer vacation החופש הגדול SummerSlam סאמרסלאם Summerhill School סאמרהיל Summers סאמרס Summertime Summertime Summertime Blues מכת שמש Summit ועידת פסגה Summit פסגה Summit Series סדרת הפסגה Summiters of the Seven Summits קטגוריה:מטפסי שבע הפסגות Summoning Summoning Sumner סאמנר Sumner Strait מצר סאמנר Sumo סומו Sumone10154/sandbox2 ויקימילון Sumqayit סומגאיט Sumu-Epuh סומו-אפוח Sumu-abum שומו-אבו Sumu-la-El שומו-ל-אל Sumy סומי Sumy Oblast סומי Sumy Oblast קטגוריה:מחוז סומי Sun השמש Sun סאן Sun קטגוריה:השמש Sun שמש Sun Creator User:SunCreator Sun Creator/Chess User:SunCreator/שחמט Sun Jihai סון ג'יהאי Sun King Sun King Sun Microsystems סאן מיקרוסיסטמס Sun Records סאן רקורדס Sun Tzu סון דזה Sun Wen סון ון Sun Xiang סאן צ'יאנג Sun Yafang סון יאפאנג Sun Yang סון יאנג Sun Yat-sen סון יאט-סן Sun Yue סון יואה Sun and moon letters אותיות שמש וירח Sun bear דוב מלאי Sun d'Or סאן דור Sun dogs כלבי השמש Sun of May שמש מאי Sun parakeet קוניור השמש Sun tanning שיזוף Sun-synchronous orbit מסלול מסונכרן-שמש SunExpress סאן אקספרס Sunbird צופיתיים Sunbittern סופית שמש Sunda סונדה Sunda Islands איי סונדה Sunda Strait מצר סונדה Sunda clouded leopard נמר ערפילי בורנאי Sunda flying lemur גלשן מלאי Sunda pangolin פנגולין מלאי Sunda stink badger בואשן הגירית Sundae גלידת סנדיי Sundance Film Festival פסטיבל סאנדנס Sundance Film Festival award winners קטגוריה:זוכי פרס סאנדנס Sundar Pichai סונדאר פיצ'אי Sundara Ramaswamy סונדארה ראמאסוואמי Sundarbans סונדרבאנס Sunday יום ראשון Sunday 8PM Sunday 8PM Sunday Mornin' 'Sunday Mornin Sunday Morning Sunday Morning Sunday Oliseh סאנדיי אוליסה Sunday roast צלי יום ראשון Sunday school בית ספר של יום ראשון Sunderland סנדרלנד Sunderland A.F.C. סנדרלנד Sunderland A.F.C. managers קטגוריה:מאמני סנדרלנד Sunderland A.F.C. players קטגוריה:כדורגלני סנדרלנד Sundial שעון שמש Sundsvall סונדסוואל Sunfire סאנפייר Sunflower שדה החמניות Sunflower Galaxy גלקסיית החמניה Sunflower seed גרעיני חמנית Sunflowers החמניות Sung Kang סונג קאנג Sung Wong Toi סונג וונג טוי Sungha Jung סונגה ג'ונג Sunglasses משקפי שמש Sungrebe טבלן השמש Suni דלקרן המושק Sunita Narain סוניטה נראין Sunita Williams סוניטה ויליאמס Sunk costs עלות שקועה Sunlight קרינת השמש Sunnah סונה Sunni Islam אסלאם סוני Sunni Islam קטגוריה:אסלאם סוני Sunni Muslims קטגוריה:מוסלמים סונים Sunni Triangle המשולש הסוני Sunny Sunny Sunny סאני Sunny Beach סאני ביץ' Sunny Boy סאני בוי Sunrise זריחה Sunrise Impression זריחה התרשמות Sunrise Party מפלגת הזריחה של יפן Sunset שקיעה Sunset Boulevard שדרות סאנסט Sunset Yellow FCF צהוב סנסט FCF Sunshine Cleaning סאנשיין בע"מ Sunshine of Your Love Sunshine of Your Love Sunspot כתם שמש Sunspot סאן-ספוט Suomenlinna סואומנלינה Supa Strikas סופר סטרייקה Supaplex Supaplex Super 8 סופר 8 Super Audio CD SACD Super Bass Super Bass Super Bowl סופרבול Super Bowl קטגוריה:סופרבול Super Bowl MVPs קטגוריה:זוכי פרס ה-MVP של משחק הסופרבול Super Bowl Most Valuable Player Award MVP של משחק הסופרבול Super Bowl XLII סופרבול XLII Super Bowl XLIX סופרבול XLIX Super Bowl XXII סופרבול XXII Super Bowl XXXIX סופרבול XXXIX Super Bowl XXXVI סופרבול XXXVI Super Bowl XXXVIII סופרבול XXXVIII Super Collider Super Collider Super Colossal Super Colossal Super Famicom logo.svg תמונה:SuperNintendoLogo.png Super Furry Animals סופר פרי אנימלס Super Junior Super Junior Super Light Super Light Super Mario 3D Land Super Mario 3D Land Super Mario Bros. האחים סופר מריו Super Meat Boy Super Meat Boy Super Monkey's Super Monkey's Super Nintendo Entertainment System Super Nintendo Entertainment System Super Paper Mario Super Paper Mario Super Sentai סופר סנטאי Super Sherman M51 שרמן Super Size Me לאכול בגדול Super Size Me Poster.jpg קובץ:Super Size Me Poster.jpg Super Smash Bros. .Super Smash Bros Super Smash Bros. Brawl Super Smash Bros. Brawl Super Smash Bros. Melee Super Smash Bros. Melee Super Tuesday הבחירות המקדימות לנשיאות ארצות הברית#סופר טיוזדיי Super-Pharm סופר-פארם Super-Skrull סופר סקרול SuperGamer SuperGamer SuperHeavy SuperHeavy SuperJew משתמש:SuperJew SuperSport United F.C. players קטגוריה:כדורגלני סופרספורט יונייטד SuperTux סופר טקס Superacid סופר-חומצה Superagui lion tamarin טמרין רעמתי שחור-פנים Superantigen סופר אנטיגן Superb bird-of-paradise עדני מפואר Superb lyrebird נבלי הדור Superb starling זהריר הדור Superbad סופרבאד - חרמן על הזמן Superbase סופרבסיס Superbook סופר בוק Superboy סופרבוי Superboy-Prime סופרבוי פריים Superboyic6.PNG קובץ:Superboy-Prime.png Superbus סופרבוס Supercalifragilisticexpialidocious סופרקאליפרג'ליסטיקאקספיאלידושס Supercar מכונית-על Supercell תא-על Supercentenarians קטגוריה:אישים שהגיעו לגיל 110 Supercilium גבת העין Supercluster צביר-על Superclásico הסופר קלאסיקו Supercomputer מחשב-על Supercomputers קטגוריה:מחשבי-על Superconductivity מוליכות-על Supercontinent יבשת-על Supercooling קירור-על Supercopa Libertadores סופרקופה סודאמריקנה Supercopa de España הסופר קאפ הספרדי Supercoppa Italiana הסופר קאפ האיטלקי Supercruise שיוט על-קולי Superdeano/sandbox פרדוקס הסבא Superdelegate ציר-על Superdiamagnetism דיאמגנטיות-על Superettan ליגת המשנה השוודית Superexchange שחלוף על Superficial palmar arch קשת כף היד השטחית Superficial palmar branch of radial artery הענף הכפי השטחי Superfluidity נוזל-על Supergiant על-ענק Supergiants קטגוריה:על-ענקים Supergirl סופרגירל Supergrass סופרגראס Supergroup סופרגרופ Supergroups קטגוריה:סופרגרופ Supergun תותח-על Superguns קטגוריה:תותחי-על Superhero גיבור-על Superhero Movie סופרהירו Superhero film סרט גיבורי-על Superhero films קטגוריה:סרטי גיבורי-על Superheroes קטגוריה:גיבורי על Superheterodyne receiver מקלט סופרהטרודין Superimpose תבנית:החפפת תמונה Superimposition סופראימפוזיציה Superintendent מפקח Superintendent of the United States Military Academy מפקד האקדמיה הצבאית של ארצות הברית Superintendents of the United States Military Academy קטגוריה:מפקדי האקדמיה הצבאית של ארצות הברית Superior canal dehiscence תסמונת התבקעות התעלה העליונה Superior gemellus muscle שריר התאומים העליון Superior mesenteric artery עורק מתלה המעי העליון Superior mesenteric artery syndrome תסמונת עורק מתלה המעי העליון Superior mesenteric vein וריד מתלה המעי העליון Superior orders פקודה בלתי חוקית בעליל Superior pancreaticoduodenal artery עורק הלבלב והתריסריון העליון Superior phrenic arteries עורקי הסרעפת העליונים Superior suprarenal artery עורקי יותרת הכליה העליונים Superior thoracic artery עורק החזה העליון Superior ulnar collateral artery העורק העקיף הגומדי העליון Superior vena cava syndrome תסמונת הווריד הנבוב העליון Superkigivolous מזל Superland סופרלנד Superlative צורת היתרון Superleague Greece ליגת העל היוונית Superleague Greece teamlist תבנית:ליגת העל היוונית Supermajority רוב מיוחס Superman Superman ׁ(שיר של אמינם) Superman סופרמן Superman קטגוריה:סופרמן Superman II סופרמן 2 Superman II: The Richard Donner Cut סופרמן 2: הגרסה של ריצ'רד דונר Superman Returns סופרמן חוזר Superman films קטגוריה:סרטי סופרמן Superman ver1.jpg תמונה:Supermanmovieposter.jpg Superman: Birthright סופרמן: זכות מלידה Superman: New Krypton סופרמן: סאגת ניו קריפטון Supermaneuverability זריזות-על Supermaniiricharddonnercut.jpg קובץ:Superman2richarddonnercut.jpg Supermarine Spitfire ספיטפייר Supermarket Supermarket Supermarket מרכול Supermarkets of Israel קטגוריה:רשתות מרכולים בישראל Supermassive black hole חור שחור על-מסיבי Supermini סופרמיני Supermoon ירח-על Supernanny סופר נני Supernatural Supernatural Supernatural על טבעי Supernatural על-טבעי Supernatural קטגוריה:על-טבעי Supernova סופרנובה Supernova remnant שארית סופרנובה Supernova remnants קטגוריה:שאריות סופרנובה Supernovae קטגוריה:סופרנובות Superorganism אורגניזם-על Superoxide סופראוקסיד Superoxide dismutase סופראוקסיד דיסמוטאז Superparamagnetism פאראמגנטיות על Superpartner שותף-על Superposition עקרון הסופרפוזיציה Superposition theorem משפט הסופרפוזיציה Superpower מעצמת-על Supersaturation רוויית יתר Supersaurus סופרזאורוס Supersessionism תאולוגיית החילופין Supersonic speed מהירות על-קולית Superstition אמונה טפלה Superstitions קטגוריה:אמונות טפלות Superstring theory תורת העל-מיתר Supersymmetry סופר-סימטריה Supertaça Cândido de Oliveira הסופר קאפ הפורטוגלי Supertonic סופרטוניקה Supertramp סופרטרמפ Supervillain נבל-על Supervised learning למידה מונחית Supervolcano התפרצות-על Superzohar משתמש:superzohar Supinator muscle השריר הגבן Supper ארוחת ערב Supper's Ready Supper's Ready Suppiluliuma I שופילוליומש הראשון Suppiluliuma II שופילוליומש השני Supplement מוסף Supplementary football leagues ליגות כדורגל מוספות Supplementary motor area האזור המוטורי המשלים Supplier ספק Supply היצע Supply and demand היצע וביקוש Supply chain שרשרת אספקה Supply-side platform פלטפורמת היצע Support תומך Support group קבוצת תמיכה Support user templates קטגוריה:ויקיפדיה - משתמש - תמיכה Support vector machine מכונת וקטורים תומכים Support.and.Defend/product rule כלל לייבניץ Supporter תומכים Supporters' Shield מגן הקהילה ב-MLS Supporters' trust קבוצת ספורט בבעלות אוהדים Supporting actor שחקן משנה Supporting character דמות משנה Supporting characters on Will & Grace ויל וגרייס - דמויות משנה Supportive housing הוסטל Supposed Former Infatuation Junkie Supposed Former Infatuation Junkie Suppressed correlative מתאם מודחק Suppression of Enemy Air Defenses דיכוי הגנה אווירית Suppression subtractive hybridization ספריית הפחתה Suppressive fire אש רתק Suppressor משתיק קול Suprachiasmatic nucleus הגרעין העל-תצלובתי Supramolecular chemistry כימיה סופרא מולקולרית Supramolecular chemistry קטגוריה:כימיה סופרא מולקולרית Supranational European Bodies תבנית:ארגונים בינלאומיים באירופה Supranational unions קטגוריה:ארגונים בינלאומיים אזוריים Supraspinatus muscle השריר הרום קוצי Supraventricular tachycardia טכיקרדיה על-חדרית Supremacism עליונות Suprematism סופרמטיזם Supreme Commander סופרים קומנדר Supreme Commander for the Allied Powers המפקד העליון של כוחות הברית Supreme Council of Antiquities המועצה העליונה לעתיקות של מצרים Supreme Council of the Armed Forces המועצה העליונה של הכוחות המזוינים Supreme Council of the Republic of Georgia המועצה העליונה של הרפובליקה של גאורגיה Supreme Court בית המשפט העליון Supreme Court בית המשפט העליון של יפן Supreme Court of Arbitration of Russia בית המשפט העליון לבוררות של רוסיה Supreme Court of Canada בית המשפט העליון של קנדה Supreme Court of New Zealand בית המשפט העליון של ניו זילנד Supreme Court of Russia בית המשפט העליון של רוסיה Supreme Court of the United Kingdom בית המשפט העליון של הממלכה המאוחדת Supreme Court of the United States בית המשפט העליון של ארצות הברית Supreme Court of the United States קטגוריה:בית המשפט העליון של ארצות הברית Supreme Headquarters Allied Expeditionary Force המפקדה העליונה של חיל המשלוח של בעלות הברית Supreme Hockey League ליגת העל הרוסית בהוקי קרח Supreme Leader of Iran המנהיג העליון באיראן Supreme Muslim Council המועצה המוסלמית העליונה Supreme National Security Council המועצה האיראנית לביטחון לאומי Supreme People's Assembly אספת העם העליונה Supreme Privy Council המועצה הסודית העליונה Supreme Soviet of the Soviet Union הסובייט העליון Supreme War Council מועצת המלחמה העליונה Supreme court בית משפט עליון Supreme leader מנהיג עליון Suprême sauce רוטב סופרם Supsa River סופסה Sur Baher צור באהר Sura סורא Sura תבנית:סורות Sura Academy ישיבת סורא Surabaya סורביה Surah סורה Surahs קטגוריה:סורות Suraj Sharma סוראג' שארמה Surami סוראמי Suramin סוראמין Surat סוראט Surat Thani סוראט טהאני Surayud Chulanont צ'ולנונט סוריוד Surena סורנה Suresnes סירן Surety ערבות Surf Nicaragua Surf Nicaragua Surf's Up תפוס ת'גלים Surface משטח Surface area שטח פנים Surface combatant אוניית שטח Surface freezing קיפאון פנים Surface of revolution משטח סיבוב Surface plasmon resonance תהודה פלסמונית מקומית Surface roughness חספוס משטחים Surface runoff מי נגר Surface tension מתח פנים Surface-mount technology טכנולוגיית השמה משטחית Surface-supplied diving צלילה באספקת שטח Surface-to-air missile טיל קרקע-אוויר Surface-to-air missiles קטגוריה:טילי קרקע-אוויר Surface-to-air missiles of Israel קטגוריה:טילי קרקע-אוויר ישראליים Surface-to-air missiles of the Soviet Union קטגוריה:טילי קרקע-אוויר רוסיים וסובייטיים Surface-to-air missiles of the United States קטגוריה:טילי קרקע-אוויר אמריקאיים Surface-to-surface missile טיל קרקע-קרקע Surface-to-surface missiles קטגוריה:טילי קרקע-קרקע Surfactant חומרים פעילי שטח Surfbird חופית מפוספסת Surfboard גלשן Surfers קטגוריה:גולשי גלים Surfing גלישה Surfing גלישת גלים Surfing קטגוריה:גלישה Surfing with the Alien Surfing with the Alien Surge סורג' Surgeon כירורג Surgeons קטגוריה:כירורגים Surgery כירורגיה Surgery קטגוריה:כירורגיה Surgical mask מסכה רפואית Surgical oncology קטגוריה:כירורגיה אונקולוגית Surgical procedures קטגוריה:פעולות כירורגיות Surgical removal procedures קטגוריה:כריתת איבר Surgical specialties קטגוריה:ענפי הכירורגיה Surgical suture תפירה רפואית Surgical tape סרט דביק רפואי Surgut סורגוט Surgutneftegas סורגוטנפטגז Surif צוריף Surigao Strait מצר סוריגאו Surili לנגור Suriname סורינאם Suriname קטגוריה:סורינאם Suriname at the Olympics סורינאם במשחקים האולימפיים Suriname at the Paralympics סורינאם במשחקים הפאראלימפיים Suriname national football team נבחרת סורינאם בכדורגל Suriname templates קטגוריה:תבניות ניווט - סורינאם Surinamese culture קטגוריה:סורינאם: תרבות Surinamese people קטגוריה:סורינאמים Surinamese politicians קטגוריה:פוליטיקאים סורינאמים Surinamese sportspeople קטגוריה:ספורטאים סורינאמים Surjective function פונקציה על Surma people סורמים Surname שם משפחה Surnames קטגוריה:שמות משפחה Surplus value ערך עודף של יצרן Surprise הפתעה Surreal number מספר סוריאליסטי Surrealism סוריאליזם Surrealism קטגוריה:סוריאליזם Surrealist artists קטגוריה:אמנים סוריאליסטים Surrealist lover/sandbox אנה כרומי Surrealist paintings קטגוריה:ציורים סוריאליסטים Surrender of Japan כניעת האימפריה היפנית Surrenders קטגוריה:כניעה Surrey סארי Surrey קטגוריה:סארי Surrogacy פונדקאות Surrogacy laws by country פונדקאות Surrogates המחליפים Surround sound סראונד Sursock family משפחת סורסוק Surtr סירטיר Surtsey סירטסיי Surtur סירטיר Surtur Rising Surtur Rising Surudi Milli המנון טג'יקיסטן Suruga Bank Championship גביע סורוגה בנק Surus סורוס Surveillance מעקב סמוי Surveillance aircraft מטוס ריגול Survey methodology סקר Survey of Israel המרכז למיפוי ישראל Surveyor program תוכנית סרוויור Surveyors קטגוריה:מודדים Survival הישרדות Survival Under Atomic Attack כיצד לשרוד מתקפה גרעינית Survival function פונקציית הישרדות Survival horror הישרדות אימה Survival skills כישורי הישרדות Survival skills קטגוריה:שדאות Survivalism שרדנות Survivor הישרדות Survivor קטגוריה:מתחרי הישרדות Survivor 10: Philippine Islands הישרדות 10 Survivor 10: The Caribbean הישרדות Survivor guilt תסמונת מחנות הריכוז Survivor syndrome תסמונת מחנות הריכוז Survivors of aviation accidents or incidents קטגוריה:ניצולי תקריות ואסונות תעופה Survivorship bias הטיית הישרדות Susa שושן Susac's syndrome תסמונת סוסק Susan Abulhawa סוזאן אבולהאווה Susan Anthony סוזן אנתוני Susan Blakely סוזן בלייקלי Susan Bordo סוזן בורדו Susan Boyle סוזאן בויל Susan Boyle albums קטגוריה:אלבומי סוזן בויל Susan Calvin סוזן קלווין Susan Clancy סוזן קלנסי Susan Collins סוזן קולינס Susan Davis סוזן דייוויס Susan Dey סוזאן דיי Susan Downey סוזן דאוני Susan Faludi סוזן פלודי Susan Fleetwood סוזן פליטווד Susan George סוזן ג'ורג' Susan Hampshire סוזן המפשייר Susan Hayward סוזן הייוורד Susan Kohner סוזן קוהנר Susan Lynch סוזן לינץ' Susan Mackensie סוזן מקנזי Susan Moller Okin סוזן מולר אוקין Susan Pedersen סוזן פדרסן Susan Polgar סוזאן פולגאר Susan Rice סוזן רייס Susan Sarandon סוזן סרנדון Susan Solomon סוזן סולומון Susan Sontag סוזן סונטג Susan Strasberg סוזן סטרסברג Susan Travers סוזן טרוורס Susan Tyrrell סוזן טיירל Susan Walters סוזן וולטרס Susan Wojcicki סוזן ווייציצקי Susan Wooldridge סוזן וולדרידג' Susana Malcorra סוסנה מלקורה Susana Martinez סוזאנה מרטינס Susana Trimarco סוסנה טרימרקו Susanna מעשה שושנה Susanna Clarke סוזנה קלארק Susanna Tamaro סוזאנה תמרו Susanna Thompson סוזנה תומפסון Susannah Harker סוזאנה הרקר Susannah Maria Cibber סוזאנה מריה ארן Susannah York סוזאנה יורק Susanne Augustesen סוזן אוגוסטסן Susanne Bier סוזנה בייר Susanne Langer סוזן לנגר Susanne Lothar סוזנה לותר Susanne Riess-Passer סוזאנה ריס-פאסר Susenyos I קיסר אתיופיה סוסניוס Susenyos II קיסר אתיופיה סוסניוס השני Sushant gupta/Ebox/Archive 13 הימאצ'אל פראדש Sushi סושי Sushi קטגוריה:סושי Susie Maroney סוזי מרוני Susie O'Neill סוזי אוניל Susie Orbach סוזי אורבך Susilo Bambang Yudhoyono סוסיליו באמבאנג יודהויונו Susita סוסיתא Suspended Animation Suspended Animation Suspenders כתפות Suspension Human Suspension Suspension השעיה Suspension מתלה Suspension bridge גשר תלוי Suspension bridge types גשר תלוי Suspension bridges קטגוריה:גשרים תלויים Suspension bridges in the United States קטגוריה:ארצות הברית: גשרים תלויים Suspension of disbelief השעיית הספק Suspension training אימון במנח תלוי Suspicion חשד Sussex סאסקס Sussex chicken סאסקס Sussex monarchs תבנית:מלכי סאסקס Susskind סוסקינד Sussman זוסמן Sustainability קטגוריה:קיימות Sustainability קיימות Sustainability תבנית:קיימות Sustainable Development Goals מטרות לפיתוח בר קיימא Sustainable city עיר בת-קיימא Sustainable development פיתוח בר-קיימא Sustainable drainage system תכנון רגיש למים Sustainable transport קטגוריה:תחבורה בת קיימא Sustainable transport תחבורה בת קיימא Susumu Hirasawa סוזומו הירסוואה Susumu Tonegawa סוסומו טונגאווה Susurluk scandal שערוריית סוסורלוק Susya סוסיא Sutan Sjahrir סוטאן שהריר Suteans סותו Suter סוטר Sutherland סאת'רלנד Sutor Basket Montegranaro סוטור מונטגרנרו Sutter סוטר Sutton סאטון Sutton קטגוריה:סאטון Suture תפר Suunto סונטו Suva סובה Suva Government House בית הממשלה Suvalkija סובאלקיה Suvarnabhumi Airport נמל התעופה סוברנבהומי Suvorov סובורוב Suvorovo סובורובו Suwannee snapping turtle צב אליגטור סוואני Suwałki סובאלק Suweid Hamira סוואעד חמירה Suwon סוואן Suxamethonium chloride סוקסיניל כולין Suzanne Collins סוזן קולינס Suzanne Dellal Center for Dance and Theater מרכז סוזן דלל Suzanne Haïk-Vantoura סוזן הייק ונטורה Suzanne Lacy סוזן לייסי Suzanne Lenglen סוזן לנגלן Suzanne Pleshette סוזן פלאשט Suzanne Spaak סוזן ספאק Suzanne Tamim סוזאן תמים Suzanne Valadon סוזאן ואלאדון Suzanne Vega סוזן וגה Suze Orman סוזי אורמן Suzerainty סוזרניות Suzette Jordan סוזט ג'ורדן Suzhou סוג'ואו Suzhou numerals ספרות סוג'ואו Suzie Navot סוזי נבות Suzuki סוזוקי Suzuki סוזוקי מוטור Suzuki קטגוריה:סוזוקי Suzuki Cultus Crescent סוזוקי בלנו Suzuki Hayabusa סוזוקי GSX-1300R היאבוסה Suzuki Swift סוזוקי סוויפט Suzuki vehicles תבנית:סוזוקי מוטור Suzy Amis Cameron סוזי איימיס Suðuroy סוד'ורוי Svalbard סבאלברד Svalbard קטגוריה:סבאלברד Svalbard Global Seed Vault כספת הזרעים הגלובלית של סבאלברד Svalbard Treaty אמנת סבאלברד Svaliava סבליאבה Svan language סוואנית Svaneti סוואנתי Svaneti קטגוריה:סוואנתי Svans סוואנים Svante Arrhenius סוונטה ארהניוס Svante Nilsson סבנטה נילסון Svante Pääbo סוונטה פבו Svarog סבארוג Svatove סבטובה Sveagruva סבאגרובה Svealand סביאלנד Svein Knutsson סוון קנוטסון Sveinn Björnsson סוון ביירנסון Sven Alkalaj סוון אלקלעי Sven Bender סוון בנדר Sven Hannawald סוון האנאוולד Sven Hedin סוון הדין Sven Kramer סוון קרמר Sven Regener סוון רגנר Sven Ulreich סוון אולרייך Sven van Beek סוון ואן ביק Sven-Göran Eriksson סוון-יוראן אריקסון Svenska Cupen הגביע השוודי Svenska Serien הסדרה השוודית Svenska Supercupen סופרקאפן Sverdlovsk סברדלובסק Sverdlovsk Oblast סברדלובסק Sverre Hassel סוורה האסל Sverre of Norway מלך נורווגיה סבר Sverrir Ingi Ingason סבריר אינגסון Svetitskhoveli Cathedral סווטיצחובלי Svetlana Alexievich סבטלנה אלכסייביץ' Svetlana Alliluyeva סבטלנה אלילויבה Svetlana Feofanova סווטלנה פאופנובה Svetlana Gnezdilov סבטלנה גנדזילוב Svetlana Khodchenkova סבטלנה חודצ'נקובה Svetlana Khorkina סבטלאנה חורקינה Svetlana Krachevskaya סבטלנה קרצ'בסקאיה Svetlana Kuznetsova סבטלנה קוזנצובה Svetlana Masterkova סווטלנה מסטרקובה Svetlana Romashina סבטלנה רומשינה Svetlana Shkolina סבטלנה שקולינה Svetlana Zakharova סבטלנה זאחרובה Svetlogorsk סבטלוגורסק Svetoslav Dyakov סבטוסלב דיאקוב Svetozar Boroević סבטוזר בורוייביץ' Svetozar Gligorić סבטוזר גליגוריץ' Svetozar Marović סבטוזר מרוביץ' Sviatopolk I of Kiev נסיך קייב סוויאטופולק הראשון Sviatopolk II of Kiev נסיך קייב סוויאטופולק השני Sviatoslav I of Kiev נסיך קייב סוויאטוסלב Sviatoslav II of Kiev נסיך קייב סוויאטוסלאב השני Sviatoslav III of Vladimir נסיך ולדימיר סוויאטוסלאב השלישי Sviatoslav Richter סביאטוסלב ריכטר Svika Pick צביקה פיק Svilengrad סבילנגראד Svinesund Bridge גשר סווינסונד Svishtov סבישטוב Svislach סוויסלוץ' Svitlovodsk סביטלובודסק Svobodny Cosmodrome קוסמודרום סבובודני Svyatoslav Fyodorov סביאטוסלב פיודורוב Svínoy סוינוי Swabia שוואביה Swabian League הברית השוואבית Swabian salute שק לי בתחת Swadesh list רשימת סוואדש Swag סוואג Swahili קטגוריה:סווהילי Swahili language סווהילי Swains Island האי סוואן Swakop River סווקופ Swakopmund סווקופמונד Swallow סנוניתיים Swallow the Sun Swallow the Sun Swallow's Nest קן הסנונית Swallow-tailed gull שחף זנב סנונית Swallowing בליעה Swallowtail זנב סנונית Swami סוואמי Swami Vivekananda סוואמי ויווקאננדה Swamp Thing היצור מן הביצה Swamp harrier זרון אוסטרלי Swamphen פורפיריה Swamps קטגוריה:ביצות Swan ברבור Swan סוואן Swan Lake אגם הברבורים Swan River נהר סוואן Swan goose אווז ברבורי Swan song שירת הברבור Swans Reflecting Elephants ברבורים משתקפים בפילים Swansea סוונסי Swansea City A.F.C. סוונסי סיטי Swansea City A.F.C. managers קטגוריה:מאמני סוונסי סיטי Swansea City A.F.C. players קטגוריה:כדורגלני סוונסי סיטי Swarovski סברובסקי Swarthmore College מכללת סווארת'מור Swastika צלב קרס Swatch סווטש Swayamvara סוואימוארה Swayne's hartebeest בובאל סוואיני Swazi lilangeni לילנגני Swazi people קטגוריה:סווזילנדים Swaziland סווזילנד Swaziland קטגוריה:סווזילנד Swaziland Manzini מנזיני Swaziland at the Olympics סווזילנד במשחקים האולימפיים Swaziland national football team נבחרת סווזילנד בכדורגל Sweat & Tears Blood יזע ודמעות דם Sweat gland בלוטות זיעה Sweater סוודר Sweating sickness מחלת ההזעה Sweatshop סדנת יזע Swedbank Stadion אצטדיון סוודבנק Sweden קטגוריה:שוודיה Sweden שוודיה Sweden Davis Cup team נבחרת גביע דייוויס של שוודיה Sweden Democrats השוודים הדמוקרטים Sweden Solar System מודל מערכת השמש בשוודיה Sweden at the Olympics שוודיה במשחקים האולימפיים Sweden in World War II קטגוריה:שוודיה במלחמת העולם השנייה Sweden in the Eurovision Song Contest שוודיה באירוויזיון Sweden in the Eurovision Song Contest 2006 שוודיה באירוויזיון 2006 Sweden international footballers קטגוריה:כדורגלני נבחרת שוודיה Sweden location map templates קטגוריה:תבניות מיפוי לפי מדינות: שוודיה Sweden national basketball team נבחרת שוודיה בכדורסל Sweden national football team נבחרת שוודיה בכדורגל Sweden national football team navigational boxes קטגוריה:סגלי נבחרת שוודיה בכדורגל Sweden national under-21 football team נבחרת שוודיה בכדורגל עד גיל 21 Sweden squad 1990 FIFA World Cup תבנית:נבחרת שוודיה במונדיאל 1990 Sweden squad 1994 FIFA World Cup תבנית:נבחרת שוודיה במונדיאל 1994 Sweden squad 2002 FIFA World Cup תבנית:נבחרת שוודיה במונדיאל 2002 Sweden squad 2006 FIFA World Cup תבנית:נבחרת שוודיה במונדיאל 2006 Sweden squad UEFA Euro 1992 תבנית:נבחרת שוודיה יורו 1992 Sweden squad UEFA Euro 2000 תבנית:נבחרת שוודיה יורו 2000 Sweden squad UEFA Euro 2004 תבנית:נבחרת שוודיה יורו 2004 Sweden squad UEFA Euro 2008 תבנית:נבחרת שוודיה יורו 2008 Sweden squad UEFA Euro 2012 תבנית:נבחרת שוודיה יורו 2012 Sweden squad UEFA Euro 2016 תבנית:נבחרת שוודיה ביורו 2016 Sweden templates קטגוריה:תבניות ניווט - שוודיה Sweden women's national football team נבחרת שוודיה בכדורגל נשים Swedes שוודים Swedish Academy האקדמיה השוודית Swedish Air Force חיל האוויר השוודי Swedish Armed Forces הכוחות המזוינים של שוודיה Swedish Chef הטבח השוודי Swedish DJs קטגוריה:תקליטנים שוודים Swedish Eurovision Song Contest entrants קטגוריה:נציגי שוודיה באירוויזיון Swedish Fish דגים שוודיים Swedish Football Association התאחדות הכדורגל השוודית Swedish House Mafia Swedish House Mafia Swedish Ministers for Foreign Affairs קטגוריה:שרי החוץ של שוודיה Swedish Nobel laureates קטגוריה:זוכי פרס נובל שוודים Swedish Radio Symphony Orchestra התזמורת הסימפונית של רדיו שוודיה Swedish Security Service SAPO Swedish Social Democratic Party מפלגת הפועלים הסוציאל-דמוקרטית של שוודיה Swedish Volunteer Corps קורפוס המתנדבים השוודי Swedish War of Liberation מלחמת העצמאות של שוודיה Swedish War of Secession מלחמת העצמאות השבדית Swedish Wikipedia ויקיפדיה השוודית Swedish actors קטגוריה:שחקני קולנוע וטלוויזיה שוודים Swedish admirals קטגוריה:אדמירלים שוודים Swedish artists קטגוריה:אמנים שוודים Swedish astronomers קטגוריה:אסטרונומים שוודים Swedish athletes קטגוריה:אתלטים שוודים Swedish autobiographers קטגוריה:כותבי אוטוביוגרפיה שוודים Swedish awards קטגוריה:פרסים שוודיים Swedish biochemists קטגוריה:ביוכימאים שוודים Swedish biologists קטגוריה:ביולוגים שוודים Swedish calendar לוח השנה השוודי Swedish chemists קטגוריה:כימאים שוודים Swedish chess players קטגוריה:שחמטאים שוודים Swedish children's writers קטגוריה:סופרי ילדים ונוער שוודים Swedish composers קטגוריה:מלחינים שוודים Swedish conductors קטגוריה:מנצחים שוודים Swedish cuisine המטבח השוודי Swedish cuisine קטגוריה:המטבח השוודי Swedish culture קטגוריה:שוודיה: תרבות Swedish death metal דת' מטאל סקנדינבי Swedish diplomats קטגוריה:דיפלומטים שוודים Swedish dramatists and playwrights קטגוריה:מחזאים שוודים Swedish engineers קטגוריה:מהנדסים שוודים Swedish explorers קטגוריה:מגלי ארצות שוודים Swedish film directors קטגוריה:במאי קולנוע שוודים Swedish football managers קטגוריה:מאמני כדורגל שוודים Swedish footballers קטגוריה:כדורגלנים שוודים Swedish generals קטגוריה:גנרלים שוודים Swedish golfers קטגוריה:שחקני גולף שוודים Swedish high jumpers קטגוריה:קופצים לגובה שוודים Swedish historians קטגוריה:היסטוריונים שוודים Swedish inventors קטגוריה:ממציאים שוודים Swedish krona קרונה שוודית Swedish language שוודית Swedish law קטגוריה:שוודיה: חוק ומשפט Swedish mathematicians קטגוריה:מתמטיקאים שוודים Swedish military personnel קטגוריה:אנשי צבא שוודים Swedish models קטגוריה:דוגמניות שוודיות Swedish monarchs קטגוריה:מלכי שוודיה Swedish music קטגוריה:מוזיקה שוודית Swedish musical groups קטגוריה:להקות שוודיות Swedish musicians קטגוריה:מוזיקאים שוודים Swedish overseas colonies האימפריה הקולוניאלית השוודית Swedish painters קטגוריה:ציירים שוודים Swedish people קטגוריה:שוודים Swedish people by occupation קטגוריה:שוודים לפי מקצוע Swedish people of World War II קטגוריה:שוודים במלחמת העולם השנייה Swedish people with disabilities קטגוריה:נכות: שוודים Swedish philosophers קטגוריה:פילוסופים שוודים Swedish physicians קטגוריה:רופאים שוודים Swedish physicists קטגוריה:פיזיקאים שוודים Swedish poets קטגוריה:משוררים שוודים Swedish politicians קטגוריה:פוליטיקאים שוודים Swedish pop singers קטגוריה:זמרי פופ שוודים Swedish queens קטגוריה:נשות מלכים שוודים Swedish rabbis קטגוריה:רבנים שוודים Swedish religious leaders קטגוריה:אנשי דת שוודים Swedish scientists קטגוריה:מדענים שוודים Swedish screenwriters קטגוריה:תסריטאי קולנוע שוודים Swedish sculptors קטגוריה:פסלים שוודים Swedish singers קטגוריה:זמרים שוודים Swedish sportspeople קטגוריה:ספורטאים שוודים Swedish swimmers קטגוריה:שחיינים שוודים Swedish table tennis players קטגוריה:שחקני טניס שולחן שוודים Swedish theatre directors קטגוריה:במאי תיאטרון שוודים Swedish women's footballers קטגוריה:כדורגלניות שוודיות Swedish writers קטגוריה:סופרים שוודים Swedish zoologists קטגוריה:זואולוגים שוודים Swedish-language films קטגוריה:סרטים בשוודית Swedish-speaking population of Finland פינים שוודים Sweeney סוויני Sweeney Todd סוויני טוד Sweeney Todd: The Demon Barber of Fleet Street סוויני טוד: הספר השטן מרחוב פליט Sweep picking סוויפינג Sweet Bird of Youth ציפור הנעורים המתוקה Sweet Briar College מכללת סוויט ברייר Sweet Charity צ'ריטי המתוקה Sweet Charlotte Hush… Hush שארלוט המתוקה Sweet Dreams Sweet Dreams Sweet Home 3D Sweet Home 3D Sweet Home Alabama Sweet Home Alabama Sweet Home Alabama אין כמו אלבמה Sweet Movie סרט מתוק Sweet Mud אדמה משוגעת Sweet Porridge הדייסה המתוקה Sweet Sacrifice Sweet Sacrifice Sweet Valley High תיכון סוויט ואלי Sweet and Lowdown מתוק ומרושע Sweet and sour רוטב חמוץ-מתוק Sweet potato בטטה Sweetener ממתיק Sweyn סוון Sweyn Forkbeard מלך דנמרק סוון הראשון Sweyn Haakonsson סוון הוקונסון Sweyn II of Denmark מלך דנמרק סוון השני Sweyn III of Denmark מלך דנמרק סוון השלישי Swfung8 מיון ערימה Swift מכתש סוויפט Swift סוויפט Swift סיסיים Swift fox שועל קיט Swim bladder שלפוחית אוויר Swim cap כובע ים Swim teams קטגוריה:אגודות שחייה בישראל Swimmers קטגוריה:שחיינים Swimmers by nationality קטגוריה:שחיינים לפי מדינה Swimming קטגוריה:שחייה Swimming שחייה תחרותית Swimming Olympic champions navigational boxes קטגוריה:תבניות ניווט - אולימפיאדות: שחייה Swimming Pool בריכת שחייה Swimming at the 1900 Summer Olympics שחייה באולימפיאדת פריז Swimming at the 1904 Summer Olympics שחייה באולימפיאדת סנט לואיס Swimming at the 1906 Intercalated Games שחייה באולימפיאדת אתונה Swimming at the 1908 Summer Olympics שחייה באולימפיאדת לונדון Swimming at the 1912 Summer Olympics שחייה באולימפיאדת סטוקהולם Swimming at the 1920 Summer Olympics שחייה באולימפיאדת אנטוורפן Swimming at the 1924 Summer Olympics שחייה באולימפיאדת פריז Swimming at the 1928 Summer Olympics שחייה באולימפיאדת אמסטרדם Swimming at the 1932 Summer Olympics שחייה באולימפיאדת לוס אנג'לס Swimming at the 1936 Summer Olympics שחייה באולימפיאדת ברלין Swimming at the 1948 Summer Olympics שחייה באולימפיאדת לונדון Swimming at the 1952 Summer Olympics שחייה באולימפיאדת הלסינקי Swimming at the 1956 Summer Olympics שחייה באולימפיאדת מלבורן Swimming at the 1960 Summer Olympics שחייה באולימפיאדת רומא Swimming at the 1964 Summer Olympics שחייה באולימפיאדת טוקיו Swimming at the 1968 Summer Olympics שחייה באולימפיאדת מקסיקו סיטי Swimming at the 1972 Summer Olympics שחייה באולימפיאדת מינכן Swimming at the 1976 Summer Olympics שחייה באולימפיאדת מונטריאול Swimming at the 1980 Summer Olympics שחייה באולימפיאדת מוסקבה Swimming at the 1984 Summer Olympics שחייה באולימפיאדת לוס אנג'לס Swimming at the 1988 Summer Olympics שחייה באולימפיאדת סיאול Swimming at the 1992 Summer Olympics שחייה באולימפיאדת ברצלונה Swimming at the 1996 Summer Olympics שחייה באולימפיאדת אטלנטה Swimming at the 2000 Summer Olympics שחייה באולימפיאדת סידני Swimming at the 2004 Summer Olympics שחייה באולימפיאדת אתונה Swimming at the 2008 Summer Olympics שחייה באולימפיאדת בייג'ינג Swimming at the 2012 Summer Olympics שחייה באולימפיאדת לונדון Swimming at the 2016 Summer Olympics שחייה באולימפיאדת ריו דה ז'ניירו Swimming at the Summer Olympics קטגוריה:שחייה במשחקים האולימפיים Swimming at the Summer Olympics שחייה במשחקים האולימפיים Swimming at the Summer Olympics תבנית:שחייה באולימפיאדות Swimming coaches קטגוריה:מאמני שחייה Swimming competitions קטגוריה:תחרויות שחייה Swimming competitions by country קטגוריה:תחרויות שחייה לפי מדינה Swimming competitions in Australia קטגוריה:תחרויות שחייה באוסטרליה Swimming competitions in Germany קטגוריה:תחרויות שחייה בגרמניה Swimming competitions in Italy קטגוריה:תחרויות שחייה באיטליה Swimming competitions in Spain קטגוריה:תחרויות שחייה בספרד Swimming competitions in the United Kingdom קטגוריה:תחרויות שחייה בבריטניה Swimming in Israel קטגוריה:שחייה בישראל Swimming pool בריכת שחייה Swimming pools קטגוריה:בריכות שחייה Swimsuit בגד ים Swimsuits קטגוריה:בגדי ים Swinburne Island סווינבורן Swindon Town F.C. סווינדון טאון Swindon Town F.C. managers קטגוריה:מאמני סווינדון טאון Swindon Town F.C. players קטגוריה:כדורגלני סווינדון טאון Swine influenza שפעת החזירים Swing נדנדה תלויה Swing סווינג Swing Easy! Swing Easy! Swing When You're Winning Swing When You're Winning Swing music סווינג Swing producer מפיקת נדנדה Swinging London לונדון החוגגת Swingjugend נערי הסווינג Swingman סווינגמן Swingtown עיר ההוללות Swirl en משתמש:Swirl he Swiss Alpine Club מועדון המטפסים השווייצרי Swiss Army knife אולר שווייצרי Swiss Challenge League תבנית:הליגה השווייצרית השנייה Swiss Cottage סוויס קוטג' Swiss Cup הגביע השווייצרי Swiss Eurovision Song Contest entrants קטגוריה:נציגי שווייץ באירוויזיון Swiss Federal Constitution חוקת שווייץ Swiss German גרמנית שווייצרית Swiss Guard המשמר השווייצרי Swiss International Air Lines סוויס Swiss Jews קטגוריה:יהודים שווייצרים Swiss National Bank הבנק הלאומי השווייצרי Swiss National Day היום הלאומי של שווייץ Swiss Nobel laureates קטגוריה:זוכי פרס נובל שווייצרים Swiss People's Party מפלגת העם השווייצרית Swiss Plateau השפלה השווייצרית Swiss Psalm המנון שווייץ Swiss Reformed Church הכנסייה המתוקנת השווייצרית Swiss Righteous Among the Nations קטגוריה:שווייצרים חסידי אומות העולם Swiss Super League ליגת העל השווייצרית Swiss Vapeur Parc גן הקיטור השווייצרי Swiss architects קטגוריה:אדריכלים שווייצרים Swiss artists קטגוריה:אמנים שווייצרים Swiss athletes קטגוריה:אתלטים שווייצרים Swiss awards קטגוריה:פרסים שווייצריים Swiss businesspeople קטגוריה:אנשי עסקים שווייצרים Swiss cheeses קטגוריה:גבינות שווייצריות Swiss chefs קטגוריה:שפים שווייצרים Swiss chemists קטגוריה:כימאים שווייצרים Swiss chess players קטגוריה:שחמטאים שווייצרים Swiss children's writers קטגוריה:סופרי ילדים ונוער שווייצרים Swiss composers קטגוריה:מלחינים שווייצרים Swiss conductors קטגוריה:מנצחים שווייצרים Swiss cuisine המטבח השווייצרי Swiss cuisine קטגוריה:המטבח השווייצרי Swiss culture קטגוריה:שווייץ: תרבות Swiss cyclists קטגוריה:רוכבי אופניים שווייצרים Swiss dramatists and playwrights קטגוריה:מחזאים שווייצרים Swiss engineers קטגוריה:מהנדסים שווייצרים Swiss female models קטגוריה:דוגמניות שווייצריות Swiss film directors קטגוריה:במאים שווייצרים Swiss films קטגוריה:סרטים שווייצריים Swiss flautists קטגוריה:חלילנים שווייצרים Swiss football managers קטגוריה:מאמני כדורגל שווייצרים Swiss footballers קטגוריה:כדורגלנים שווייצרים Swiss franc פרנק שווייצרי Swiss historians קטגוריה:היסטוריונים שווייצרים Swiss intelligence agencies קהילת המודיעין השווייצרית Swiss journalists קטגוריה:עיתונאים שווייצרים Swiss literature ספרות שווייצרית Swiss literature קטגוריה:ספרות שווייצרית Swiss mathematicians קטגוריה:מתמטיקאים שווייצרים Swiss military personnel קטגוריה:אנשי צבא שווייצרים Swiss music קטגוריה:מוזיקה שווייצרית Swiss musicians קטגוריה:מוזיקאים שווייצרים Swiss orchestras קטגוריה:תזמורות שווייצריות Swiss painters קטגוריה:ציירים שווייצרים Swiss people קטגוריה:שווייצרים Swiss people by occupation קטגוריה:שווייצרים לפי מקצוע Swiss philosophers קטגוריה:פילוסופים שווייצרים Swiss photographers קטגוריה:צלמים שווייצרים Swiss physicians קטגוריה:רופאים שווייצרים Swiss physicists קטגוריה:פיזיקאים שווייצרים Swiss pianists קטגוריה:פסנתרנים שווייצרים Swiss poets קטגוריה:משוררים שווייצרים Swiss politicians קטגוריה:פוליטיקאים שווייצרים Swiss psychiatrists קטגוריה:פסיכיאטרים שווייצרים Swiss psychologists קטגוריה:פסיכולוגים שווייצרים Swiss rabbis קטגוריה:רבנים שווייצרים Swiss religious leaders קטגוריה:אנשי דת שווייצרים Swiss roll רולדה Swiss scientists קטגוריה:מדענים שווייצרים Swiss sculptors קטגוריה:פסלים שווייצרים Swiss singers קטגוריה:זמרים שווייצרים Swiss sportspeople קטגוריה:ספורטאים שווייצרים Swiss tennis players קטגוריה:טניסאים שווייצרים Swiss writers קטגוריה:סופרים שווייצרים Swiss-system tournament השיטה השווייצרית Swissair סוויסאייר Swissair Flight 111 טיסה 111 של סוויסאייר Swissair Flight 330 טיסה 330 של סוויסאייר Swissmetro המטרו של שווייץ Switch מפסק Switch access scanning תפעול מחשב במתגים וסריקה Switched at Birth הוחלפו בלידתן Switched-mode power supply ספק כוח ממותג Swithhelm of Essex מלך אסקס סוויתהלם Switzerland קטגוריה:שווייץ Switzerland שווייץ Switzerland Burgdorf בורגדורף Switzerland Caux קו Switzerland Davis Cup team נבחרת גביע דייוויס של שווייץ Switzerland Endingen אנדינגן Switzerland Heiden היידן Switzerland Koblenz קובלנץ Switzerland Landquart לנדקווארט Switzerland Sion סיון Switzerland Vernier ורנייה Switzerland at the Olympics שווייץ במשחקים האולימפיים Switzerland during the World Wars שווייץ במלחמות העולם Switzerland in World War II קטגוריה:שווייץ במלחמת העולם השנייה Switzerland in the Eurovision Song Contest שווייץ באירוויזיון Switzerland in the Roman era שווייץ בתקופה הרומית Switzerland international footballers קטגוריה:כדורגלני נבחרת שווייץ Switzerland national basketball team נבחרת שווייץ בכדורסל Switzerland national football team נבחרת שווייץ בכדורגל Switzerland national football team navigational boxes קטגוריה:סגלי נבחרת שווייץ בכדורגל Switzerland national under-21 football team נבחרת שווייץ בכדורגל עד גיל 21 Switzerland squad 1994 FIFA World Cup תבנית:נבחרת שווייץ במונדיאל 1994 Switzerland squad 2010 FIFA World Cup תבנית:נבחרת שווייץ במונדיאל 2010 Switzerland squad 2014 FIFA World Cup תבנית:נבחרת שווייץ במונדיאל 2014 Switzerland squad UEFA Euro 1996 תבנית:נבחרת שווייץ ביורו 1996 Switzerland squad UEFA Euro 2004 תבנית:נבחרת שווייץ יורו 2004 Switzerland squad UEFA Euro 2008 תבנית:נבחרת שווייץ יורו 2008 Switzerland squad UEFA Euro 2016 תבנית:נבחרת שווייץ יורו 2016 Switzerland stubs קטגוריה:קצרמר שווייץ Switzerland women's national football team נבחרת שווייץ בכדורגל נשים Swivel gun תותח סביבול Swizzle stick מבחש Sword חרב Sword Art Online אומנות החרב אונליין Sword Beach חוף סורד Sword and sorcery חרב וכושפות Sword in the Desert חרב במדבר Sword of Gideon חרב גדעון Sword of Mercy חרב הרחמים Sword of Osman חרב עות'מאן Sword-billed hummingbird קוליברי ארך-מקור Swordfish דג חרב Swordfish שם קוד: דג חרב Swords קטגוריה:חרבות Swords and Diamonds Recipients of the Knight's Cross of the Iron Cross with Oak Leaves חרבות ויהלומים קטגוריה:מעוטרי צלב האבירים עם עלי אלון Swordsman אמן החרבות Sworn virgin בתולה מושבעת Swung note שמיניות סווינג Sxman48/sandbox נפאל Syagrius סיאגריוס Syam Ben Youssef סיאם בן יוסף Syanno סיינו Sybase Sybase Sybil סיביל Sybil Bauer סיביל באואר Sybilla of Normandy סיבילה דה נורמנדי Syd Barrett סיד בארט Syd Hoar סידני הואר Sydenham's chorea מחולית Sydir Kovpak סידור קובפק Sydir Vorobkevych איסידור וורובקייביץ' Sydney סידני Sydney קטגוריה:סידני Sydney Airport נמל התעופה של סידני Sydney Beaconsfield ביקונספילד Sydney Brenner סידני ברנר Sydney FC סידני Sydney FC league record by opponent ולינגטון פיניקס Sydney FC players קטגוריה:כדורגלני סידני Sydney Gay and Lesbian Holocaust Memorial אנדרטת ההומואים והלסביות Sydney Gay and Lesbian Mardi Gras המרדי גרא ההומו-לסבי של סידני Sydney Glebe גליב Sydney Greenstreet סידני גרינסטריט Sydney Harbour Bridge גשר נמל סידני Sydney Opera House בית האופרה של סידני Sydney Pollack סידני פולאק Sydney St Mary's Cathedral קתדרלת מרי הקדושה Sydney Symphony Orchestra התזמורת הסימפונית של סידני Sydney The Rocks רוקס Sydney central business district מרכז העסקים הראשי של סידני Sydney funnel-web spider עכביש המשפך האוסטרלי Sydney navigational boxes קטגוריה:תבניות ניווט - סידני Sydney to Hobart Yacht Race מרוץ היאכטות סידני-הובארט Syed Ahmad Khan סיד אחמד חאן Syenite סיאניט Sykes סייקס Sykes–Picot Agreement הסכם סייקס-פיקו Syktyvkar סיקטיבקר Syllabary כתב הברות Syllabic consonant עיצור הברתי Syllable הברה Syllabus סילבוס Syllogism סילוגיזם Syllogistic fallacy כשלי סילוגיזם Sylow theorems משפטי סילו Sylvain Sylvain סילביין סילביין Sylvain Wiltord סילבן וילטור Sylvanus Olympio סילבנוס אולימפיו Sylven Landesberg סילבן לנדסברג Sylvester סילבסטר Sylvester McCoy סילבסטר מקוי Sylvester Stallone סילבסטר סטאלון Sylvester the Cat סילבסטר החתול Sylvester's law of inertia משפט ההתמדה של סילבסטר Sylvester's sequence סדרת סילבסטר Sylvestra Le Touzel סילבסטרה לה טוזל Sylvia Beach סילביה ביץ' Sylvia Kristel סילביה קריסטל Sylvia Mathews Burwell סילביה מתיוס ברוול Sylvia Miles סילביה מיילס Sylvia Pankhurst סילביה פנקהרסט Sylvia Plath סילביה פלאת' Sylvia Rafael סילביה רפאל Sylvia Rivera סילביה ריברה Sylvia Rivera Law Project המרכז לסיוע משפטי על שם סילביה ריברה Sylvia Sidney סילביה סידני Sylvie Fogiel Bijaoui סלביה פוגל-ביזאוי Sylviidae סבכיים Sylviidae קטגוריה:סבכיים Sylvinho סילביניו Sylvite סילביט Sylvius Leopold Weiss סילביוס לאופולד וייס Symantec סימנטק Symbian סימביאן Symbiodinium זואוקסנטלות Symbionese Liberation Army צבא השחרור הסימביונזי Symbiosis סימביוזה Symbol סמל Symbol סמל כימי Symbolic annihilation הכחדה סימבולית Symbolic interactionism אינטראקציה סימבולית Symbolic link קישור סימבולי Symbolic power אלימות סמלית Symbolism סימבוליזם Symbolism קטגוריה:סימבוליזם Symbolist painters קטגוריה:אמנים סימבוליסטים Symbolist poets קטגוריה:משוררים סימבוליסטים Symbols קטגוריה:סמלים Symbols of Alabama קטגוריה:אלבמה: סמלים Symbols of Alaska קטגוריה:אלסקה: סמלים Symbols of Arizona קטגוריה:אריזונה: סמלים Symbols of Arkansas קטגוריה:ארקנסו: סמלים Symbols of California קטגוריה:קליפורניה: סמלים Symbols of Colorado קטגוריה:קולורדו: סמלים Symbols of Connecticut קטגוריה:קונטיקט: סמלים Symbols of Delaware קטגוריה:דלאוור: סמלים Symbols of Europe סמלי האיחוד האירופי Symbols of Florida קטגוריה:פלורידה: סמלים Symbols of Hawaii קטגוריה:הוואי: סמלים Symbols of Idaho קטגוריה:איידהו: סמלים Symbols of Illinois קטגוריה:אילינוי: סמלים Symbols of Indiana קטגוריה:אינדיאנה: סמלים Symbols of Iowa קטגוריה:איווה: סמלים Symbols of Kansas קטגוריה:קנזס: סמלים Symbols of Kentucky קטגוריה:קנטקי: סמלים Symbols of Louisiana קטגוריה:לואיזיאנה: סמלים Symbols of Maine קטגוריה:מיין: סמלים Symbols of Malta דגל מלטה Symbols of Maryland קטגוריה:מרילנד: סמלים Symbols of Massachusetts קטגוריה:מסצ'וסטס: סמלים Symbols of Michigan קטגוריה:מישיגן: סמלים Symbols of Minnesota קטגוריה:מינסוטה: סמלים Symbols of Mississippi קטגוריה:מיסיסיפי: סמלים Symbols of Missouri קטגוריה:מיזורי: סמלים Symbols of Montana קטגוריה:מונטנה: סמלים Symbols of Nebraska קטגוריה:נברסקה: סמלים Symbols of Nevada קטגוריה:נבדה: סמלים Symbols of New Hampshire קטגוריה:ניו המפשייר: סמלים Symbols of New Jersey קטגוריה:ניו ג'רזי: סמלים Symbols of New Mexico קטגוריה:ניו מקסיקו: סמלים Symbols of New York קטגוריה:מדינת ניו יורק: סמלים Symbols of North Carolina קטגוריה:קרוליינה הצפונית: סמלים Symbols of Ohio קטגוריה:אוהיו: סמלים Symbols of Oklahoma קטגוריה:אוקלהומה: סמלים Symbols of Oregon קטגוריה:אורגון: סמלים Symbols of Pennsylvania קטגוריה:פנסילבניה: סמלים Symbols of Rhode Island קטגוריה:רוד איילנד: סמלים Symbols of South Carolina קטגוריה:קרוליינה הדרומית: סמלים Symbols of South Dakota קטגוריה:דקוטה הדרומית: סמלים Symbols of Tennessee קטגוריה:טנסי: סמלים Symbols of Texas קטגוריה:טקסס: סמלים Symbols of Utah קטגוריה:יוטה: סמלים Symbols of Vermont קטגוריה:ורמונט: סמלים Symbols of Virginia קטגוריה:וירג'יניה: סמלים Symbols of Washington קטגוריה:מדינת וושינגטון: סמלים Symbols of West Virginia קטגוריה:וירג'יניה המערבית: סמלים Symbols of Wisconsin קטגוריה:ויסקונסין: סמלים Symbols of Wyoming קטגוריה:ויומינג: סמלים Symbols of the European Union קטגוריה:האיחוד האירופי: סמלים Symbols of the Northwest Territories קטגוריה:הטריטוריות הצפון-מערביות: סמלים Symi סימי Symmachus ben Joseph סומכוס Symmetric difference הפרש סימטרי Symmetric function פונקציה סימטרית Symmetric group החבורה הסימטרית Symmetric matrix מטריצה סימטרית Symmetric polynomial פולינום סימטרי Symmetric relation יחס סימטרי Symmetric-key algorithm צופן סימטרי Symmetrical Defense הגנה אוסטרית Symmetry סימטריה Symmetry group חבורת סימטריות Symmetry in biology סימטריה דו-צדדית Symon Petliura סימון פטליורה Sympathetic nervous system מערכת העצבים הסימפתטית Sympathy for the Devil Sympathy for the Devil Symphonic metal מטאל סימפוני Symphonic poem פואמה סימפונית Symphonic rock רוק סימפוני Symphonie fantastique הסימפוניה הפנטסטית Symphonies קטגוריה:סימפוניות Symphonies by Joseph Haydn קטגוריה:סימפוניות מאת היידן Symphonies by Ludwig van Beethoven קטגוריה:סימפוניות מאת בטהובן Symphonies by Pyotr Ilyich Tchaikovsky קטגוריה:סימפוניות מאת צ'ייקובסקי Symphonies by Wolfgang Amadeus Mozart קטגוריה:סימפוניות מאת מוצרט Symphony סימפוניה Symphony No. 1 הסימפוניה הראשונה בדו מינור של ברהמס Symphony No. 1 הסימפוניה הראשונה של בטהובן Symphony No. 1 הסימפוניה הראשונה של מאהלר Symphony No. 1 סימפוניה מס' 1 של בן חיים Symphony No. 10 הסימפוניה העשירית של בטהובן Symphony No. 103 סימפוניה מס' 103 Symphony No. 2 הסימפוניה השנייה של בטהובן Symphony No. 2 הסימפוניה השנייה של מאהלר Symphony No. 2 הסימפוניה השנייה של צ'ייקובסקי Symphony No. 3 הסימפוניה השלישית של בטהובן Symphony No. 3 הסימפוניה השלישית של מאהלר Symphony No. 34 סימפוניה מס' 34 של מוצרט Symphony No. 36 סימפוניה מס' 36 של מוצרט Symphony No. 38 סימפוניה מס' 38 של מוצרט Symphony No. 4 הסימפוניה הרביעית של בטהובן Symphony No. 4 הסימפוניה הרביעית של מאהלר Symphony No. 4 הסימפוניה הרביעית של צ'ייקובסקי Symphony No. 40 סימפוניה מס' 40 של מוצרט Symphony No. 41 סימפוניה מס' 41 של מוצרט Symphony No. 49 סימפוניה מס' 49 Symphony No. 5 הסימפוניה החמישית של בטהובן Symphony No. 5 הסימפוניה החמישית של צ'ייקובסקי Symphony No. 53 סימפוניה מס' 53 Symphony No. 6 הסימפוניה השישית Symphony No. 6 הסימפוניה השישית של בטהובן Symphony No. 7 הסימפוניה השביעית Symphony No. 7 הסימפוניה השביעית של בטהובן Symphony No. 8 הסימפוניה השמינית של בטהובן Symphony No. 8 הסימפוניה השמינית של דבוז'אק Symphony No. 9 הסימפוניה התשיעית Symphony No. 9 הסימפוניה התשיעית של בטהובן Symphony No. 94 סימפוניית ההפתעה Symphony X סימפוני אקס Symphony of Psalms סימפוניית תהילים Symphony orchestras קטגוריה:תזמורות סימפוניות Sympitar גיטרה אקוסטית Symposium המשתה Symposium סימפוזיון Symptom תסמין Symptom of the Universe Symptom of the Universe Symptoms קטגוריה:תסמינים וסימנים Symptoms and signs: Circulatory and respiratory systems קטגוריה:תסמינים וסימנים הקשורים למערכת הנשימה ולמערכת ההובלה Symptoms and signs: Digestive system and abdomen קטגוריה:תסמינים וסימנים הקשורים למערכת העיכול ולבטן Symptoms and signs: Nervous and musculoskeletal systems קטגוריה:תסמינים וסימנים הקשורים למערכת העצבים ולמערכת השריר-שלד Symptoms and signs: Skin and subcutaneous tissue קטגוריה:תסמינים וסימנים הקשורים לעור ולרקמה התת-עורית Symptoms and signs: Speech and voice קטגוריה:תסמינים וסימנים הקשורים לקול ולדיבור Symptoms and signs: Urinary system קטגוריה:תסמינים וסימנים הקשורים למערכת השתן Synagogue בית כנסת Synagogue Church כנסיית בית הכנסת Synagogue de Neuilly בית הכנסת בניי-סיר-סן Synagogue of Besançon בית הכנסת הגדול בזאנסון Synagogue of Miskolc בית הכנסת במישקולץ Synagogues קטגוריה:בתי כנסת Synagogues by country קטגוריה:בתי כנסת לפי מדינה Synagogues destroyed by Nazi Germany קטגוריה:בתי כנסת שנחרבו בשואה Synagogues destroyed during Kristallnacht קטגוריה:אוסטריה: בתי כנסת שנחרבו בליל הבדולח Synagogues destroyed during Kristallnacht קטגוריה:בתי כנסת שהוחרבו בליל הבדולח Synagogues destroyed during Kristallnacht קטגוריה:גרמניה: בתי כנסת שנחרבו בליל הבדולח Synagogues in Australia קטגוריה:אוסטרליה: בתי כנסת Synagogues in Austria קטגוריה:אוסטריה: בתי כנסת Synagogues in Barbados קטגוריה:ברבדוס: בתי כנסת Synagogues in Belarus קטגוריה:בלארוס: בתי כנסת Synagogues in Belgium קטגוריה:בלגיה: בתי כנסת Synagogues in Brazil קטגוריה:ברזיל: בתי כנסת Synagogues in Bulgaria קטגוריה:בולגריה: בתי כנסת Synagogues in China קטגוריה:סין: בתי כנסת Synagogues in Egypt קטגוריה:מצרים: בתי כנסת Synagogues in France קטגוריה:צרפת: בתי כנסת Synagogues in Georgia קטגוריה:גאורגיה: בתי כנסת Synagogues in Germany קטגוריה:גרמניה: בתי כנסת Synagogues in Greece קטגוריה:יוון: בתי כנסת Synagogues in Hungary קטגוריה:הונגריה: בתי כנסת Synagogues in Israel קטגוריה:ארץ ישראל: בתי כנסת Synagogues in Italy קטגוריה:איטליה: בתי כנסת Synagogues in Jerusalem קטגוריה:ירושלים: בתי כנסת Synagogues in Lebanon קטגוריה:לבנון: בתי כנסת Synagogues in Libya קטגוריה:לוב: בתי כנסת Synagogues in Lithuania קטגוריה:ליטא: בתי כנסת Synagogues in New York City קטגוריה:ניו יורק: בתי כנסת Synagogues in Norway קטגוריה:נורווגיה: בתי כנסת Synagogues in Pakistan קטגוריה:פקיסטן: בתי כנסת Synagogues in Paris קטגוריה:פריז: בתי כנסת Synagogues in Poland קטגוריה:פולין: בתי כנסת Synagogues in Portugal קטגוריה:פורטוגל: בתי כנסת Synagogues in Romania קטגוריה:רומניה: בתי כנסת Synagogues in Russia קטגוריה:רוסיה: בתי כנסת Synagogues in Safed קטגוריה:צפת: בתי כנסת Synagogues in Sweden קטגוריה:שוודיה: בתי כנסת Synagogues in Syria קטגוריה:סוריה: בתי כנסת Synagogues in Tel Aviv קטגוריה:תל אביב-יפו: בתי כנסת Synagogues in Tunisia קטגוריה:תוניסיה: בתי כנסת Synagogues in Turkey קטגוריה:טורקיה: בתי כנסת Synagogues in Ukraine קטגוריה:אוקראינה: בתי כנסת Synagogues in Yemen קטגוריה:תימן: בתי כנסת Synagogues in the Czech Republic קטגוריה:צ'כיה: בתי כנסת Synagogues in the Netherlands קטגוריה:הולנד: בתי כנסת Synagogues in the Ottoman Empire קטגוריה:בתי כנסת באימפריה העות'מאנית Synagogues in the United Kingdom קטגוריה:בריטניה: בתי כנסת Synagogues in the United States קטגוריה:ארצות הברית: בתי כנסת Synanceia אבנון Synanceia horrida אבנון Synapse סינפסה Synapsid סינאפסידה Synapsin סינפסין Synaptic Synaptic Synaptic vesicle שלפוחית סינפטית Synarthrosis מפרק צמוד Synaspismos סינאספיסמוס Syncarpia glomulifera סינקרפיה ערנית Synchronised swimming שחייה צורנית Synchronization סנכרון Synchronization complexity סיבוכיות סנכרון Synchronization gear מתאם ירי Synchronized Multimedia Integration Language SMIL Synchronized swimmers קטגוריה:שחייניות צורניות Synchronized swimming קטגוריה:שחייה צורנית Synchronized swimming at the Summer Olympics שחייה צורנית במשחקים האולימפיים Synchronizing word השערת צ'רני Synchronous dynamic random-access memory SDRAM Synchronous learning למידה סינכרונית Synchronous optical networking Synchronous optical networking Synchronous serial communication תקשורת טורית מסונכרנת Synchrotron סינכרוטרון Syncline קער Syncom סינקום Syncopation סינקופה Syncope התעלפות Syncope סינקופה Syncopy Inc. Syncopy Films Syncretism סינקרטיזם Syndactyly סינדקטיליה Syndicalism סינדיקליזם Syndicate Syndicate Syndicate סינדיקציה Syndrome תסמונת Syndrome of inappropriate antidiuretic hormone secretion תסמונת ההפרשה הלא תואמת של הורמון ADH Syndromes קטגוריה:תסמונות Synecdoche סינקדוכה Synergia סינרגיה Synergy סינרגיה Synesthesia סינסתזיה Syngas גז הסינתיזה Syngman Rhee סינגמן רי Syngnathidae אבובניים Syngnathidae קטגוריה:אבובוניים Syngnathiformes אבובנאים Syngnathiformes קטגוריה:אבובנאים Synizesis Synizesis Synod סינוד Synod of Whitby סינוד ויטבי Synodontis nigriventris שפמנון מתהפך מכותם Synonym מילה נרדפת Synonymous substitution החלפה נרדפת Synoptic meteorology and weather קטגוריה:סינופטיקה Synovial bursa אמתחת Synovial joint מפרק סינוביאלי Synsepalum dulcificum פרי הפלא Syntac SCC/sandbox חוסמי אלפא Syntactic movement תנועה Syntax קטגוריה:תחביר Syntax תחביר Synteny סינטניה Synthesis סינתזה Synthesizer סינתיסייזר Synthetic aperture radar מכ"ם מפתח סינתטי Synthetic biology ביולוגיה סינתטית Synthetic fiber בד סינתטי Synthetic geometry גאומטריה סינתטית Synthetic membrane ממברנה סינתטית Synthetic phonics הגישה הסינתטית פונטית ללימוד קריאה Synthetic rubber גומי סינתטי Synthetic setae זיפים סינתטיים Synthpop סינת'פופ Synthpop קטגוריה:להקות סינתפופ Synthpop songs קטגוריה:שירי סינת'פופ Synyster Gates סיניסטר גייטס Syohn/sandbox גזפרום SyphTheAwesome1 ויקיפדיה:תיבת משתמש Syphax סיפאקס Syphilis עגבת Syr Darya סיר דריה Syracuse סירקוז Syracuse Nationals players קטגוריה:כדורסלני סירקיוז נשיונלס Syracuse Orange men's basketball players קטגוריה:כדורסלני אוניברסיטת סירקיוז Syracuse University אוניברסיטת סירקיוז Syrah שיראז Syria סוריה Syria קטגוריה:סוריה Syria Al-Qusayr קוסייר Syria Arpad ארפד Syria Douma דומא Syria Fiq פיק Syria Madaya מדאיה Syria Mari מארי Syria Mari קטגוריה:מארי Syria Nawa נווה Syria Palaestina סוריה פלשתינה Syria and weapons of mass destruction נשק להשמדה המונית בסוריה Syria at the Olympics סוריה במשחקים האולימפיים Syria at the Paralympics סוריה במשחקים הפאראלימפיים Syria location map templates קטגוריה:תבניות מיפוי לפי מדינות: סוריה Syria national basketball team נבחרת סוריה בכדורסל Syria national football team נבחרת סוריה בכדורגל Syria templates קטגוריה:תבניות ניווט - סוריה Syriac Catholic Church הכנסייה הסורית הקתולית Syriac Orthodox Church הכנסייה הסורית אורתודוקסית Syriac language סורית Syrian Air סיריאן איירליינס Syrian Air Defense Force חיל ההגנה האווירית הסורי Syrian Air Force קטגוריה:חיל האוויר הסורי Syrian Arab Air Force חיל האוויר הסורי Syrian Armed Forces הכוחות המזוינים של סוריה Syrian Army הצבא הסורי Syrian Christians קטגוריה:נוצרים סורים Syrian Civil War קטגוריה:מלחמת האזרחים בסוריה Syrian Coastal Mountain Range הרי אנסריה Syrian Democratic Forces הכוחות הסוריים הדמוקרטיים Syrian Desert המדבר הסורי Syrian Jews יהדות סוריה Syrian Jews קטגוריה:יהודים סורים Syrian National Council המועצה הלאומית של סוריה Syrian Navy חיל הים הסורי Syrian Observatory for Human Rights המרכז הסורי לזכויות אדם Syrian Scientific Studies and Research Center מרכז סרס Syrian Social Nationalist Party המפלגה הסורית הסוציאלית-לאומית Syrian Wars המלחמות הסוריות Syrian brown bear דוב חום סורי Syrian civil war מלחמת האזרחים בסוריה Syrian cuisine קטגוריה:המטבח הסורי Syrian culture קטגוריה:סוריה: תרבות Syrian diplomats קטגוריה:דיפלומטים סורים Syrian elections תבנית:בחירות בסוריה Syrian literature קטגוריה:ספרות סורית Syrian military personnel קטגוריה:אנשי צבא סורים Syrian ministers of defense קטגוריה:שרי ההגנה של סוריה Syrian ministers of justice קטגוריה:שרי המשפטים של סוריה Syrian musicians קטגוריה:מוזיקאים סורים Syrian occupation of Lebanon הסדר הסורי בלבנון Syrian people קטגוריה:סורים Syrian people by occupation קטגוריה:סורים לפי מקצוע Syrian philosophers קטגוריה:פילוסופים סורים Syrian poets קטגוריה:משוררים סורים Syrian politicians קטגוריה:פוליטיקאים סורים Syrian pound לירה סורית Syrian psychiatrists קטגוריה:פסיכיאטרים סורים Syrian religious leaders קטגוריה:אנשי דת סורים Syrian singers קטגוריה:זמרים סורים Syrian sportspeople קטגוריה:ספורטאים סורים Syrian wild ass פרא סורי Syrian woodpecker נקר סורי Syrian writers קטגוריה:סופרים סורים Syria–Lebanon Campaign המערכה בסוריה ובלבנון במלחמת העולם השנייה Syringa לילך Syringe מזרק Syriza סיריזה Syrkin סירקין Syrna סירנה Syro-Hittite states הממלכות החתיות החדשות Syrup סירופ Sysedit Sysedit Syslog Syslog System יחידת זמן גאולוגית System מערכת System Center Configuration Manager ConfigMgr System Of A Down-Hypnotize.jpg תמונה:Hypnotize.jpg System Restore שחזור מערכת System Shock System Shock System administrator מנהל מערכת System call קריאת מערכת System console קונסול מערכת System integration שילוב מערכות System monitor מנטר מערכת System of a Down System of a Down System of a Down קטגוריה:System of a Down System of a Down תבנית:System of a Down System of a Down albums קטגוריה:אלבומי System of a Down System of linear equations מערכת משוואות לינאריות System of measurement יחידות מידה לא-תקניות System on a chip מערכת על שבב System request SysRq System resource משאב מערכת System software קטגוריה:תוכנות מערכת System software תוכנת מערכת System time זמן מערכת Systematic Chaos Systematic Chaos Systematic desensitization הקהיה שיטתית Systematic inventive thinking חשיבה המצאתית שיטתית Systemic atrophies primarily affecting the central nervous system קטגוריה:אטרופיות מערכתיות המשפיעות על מערכת העצבים Systemic connective tissue disorders קטגוריה:הפרעות רקמות חיבור מערכתיות Systemic lupus erythematosus זאבת Systems Tool Kit Systems Tool Kit Systems analysis ניתוח מערכות Systems biology ביולוגיה מערכתית Systems engineering הנדסת מערכות Systems engineering קטגוריה:הנדסת מערכות Systems theory in political science גישת המערכות Systole סיסטולה Systolic geometry גאומטריה סיסטולית Syzygy סיזיגיות Szabolcs-Szatmár-Bereg County סאבולץ'-סאטמר-ברג Szadek שאדק Szaloncukor סלונצוקור Szczebrzeszyn שצ'בז'שין Szczecin שצ'צ'ין Szczekociny שצ'קוצ'יני Szczerców שצ'רצוב Szczucin שצ'וצין Szczuczyn שצ'וצ'ין Szeged סגד Szeged קטגוריה:סגד Szeged Synagogue בית הכנסת של סגד Szekszárd סקסארד Szenes סנש Szentendre סנטאנדרה Szmul Zygielbojm שמואל זיגלבוים Szold סולד Szolem Mandelbrojt שולם מנדלברוט Szolnok סולנוק Szolnoki Olaj KK סולנוקי אולאי Szombathely סומבטהי Szondi test מבחן סונדי Szreńsk שרנסק Szydłowiec שידלובייץ Szydłów שידלוב Szydłów Synagogue בית הכנסת בשידלוב Szyk Haggadah הגדת שיק Szymon Buchbinder שמעון בוכבינדר Szymon Goldberg סיימון גולדברג Szymon Niemiec שימון ניימייץ Szymon Srebrnik שמעון סרברניק Szymon Winawer שמעון אברמוביץ וינוור Szász סאס Székely סקלי Székelys סקלרים Székesfehérvár סקשפהרוואר Széll Kálmán tér כיכר סל קלמן Sánchez סאנצ'ס Sánchez סנצ'ס Sándor Ferenczi שנדור פרנצי Sándor Gombos שנדור גומבוש Sándor Kocsis שנדור קוצ'יש Sándor Márai שאנדור מאראי Sándor Petőfi שנדור פטפי Sándor Scheiber אלכסנדר שייבר Sándor Takács שנדור טאקאץ' Sándor Végh שאנדור וג Sándor Wladár שאנדור ולאדר Sápmi לפלנד Sápmi קטגוריה:לפלנד Sápmi football team נבחרת לפלנד בכדורגל Sára Salkaházi שרה שלקהאזי Sátoraljaújhely שאטוראליאויהיי São Conrado סאו קונרדו São Francisco River סאו פרנסיסקו São Francisco Square כיכר סאו פרנסיסקו São Francisco do Sul סאו פרנסיסקו דו סול São Jorge Castle טירת סאו ז'ורז'ה São José Paquete Africa סאו ז'וזה פאקט אפריקה São José dos Pinhais סאו ז'וזה דוס פיניאיס São Miguel Island סאו מיגל São Paulo סאו פאולו São Paulo קטגוריה:מדינת סאו פאולו São Paulo קטגוריה:סאו פאולו São Paulo Art Biennial הביאנלה לאמנות בסאו פאולו São Paulo Cathedral קתדרלת סאו פאולו São Paulo FC סאו פאולו São Paulo FC players קטגוריה:כדורגלני סאו פאולו São Paulo Futebol Clube managers קטגוריה:מאמני סאו פאולו São Paulo Metro הרכבת התחתית של סאו פאולו São Paulo Santos סנטוס São Paulo São Vicente סאו ויסנטה São Tomé סאו טומה São Tomé and Príncipe סאו טומה ופרינסיפה São Tomé and Príncipe קטגוריה:סאו טומה ופרינסיפה São Tomé and Príncipe at the Olympics סאו טומה ופרינסיפה במשחקים האולימפיים São Tomé and Príncipe footballers קטגוריה:סאו טומה ופרינסיפה: כדורגלנים São Tomé and Príncipe national football team נבחרת סאו טומה ופרינסיפה בכדורגל São Tomé and Príncipe people קטגוריה:סאו טומה ופרינסיפה: אישים São Tomé and Príncipe politicians קטגוריה:סאו טומה ופרינסיפה: פוליטיקאים São Tomé and Príncipe sportspeople קטגוריה:ספורטאים מסאו טומה ופרינסיפה Sæberht of Essex מלך אסקס סאברט Sæward of Essex מלך אסקס סאוורד Sète סט Séance סיאנס Sébastien Bassong סבסטיאן באסונג Sébastien Frey סבסטיאן פריי Sébastien Le Prestre de Vauban סבסטיאן דה וובאן Sébastien Loeb סבסטיאן לב Sébastien Ogier סבסטיאן אוז'ייה Sébastien Rouault סבסטיאן רואו Sébastien Sansoni סבסטיאן סנסוני Sébastien Squillaci סבסטיאן סקילאצ'י Sées Cathedral קתדרלת סה Ségolène Royal סגולן רויאל Sékou Condé סאקו קונדה Sélestat סלסטה Séraphine Louis סראפין מסנליס Séraphîta סרפיטה Sérgio Conceição סרג'יו קונססאו Sérgio Mendes סרז'יו מנדז Sérgio Oliveira סרז'יו אוליביירה Sérgio Vieira de Mello סרחיו ויירה דה מלו Sétif סטיף Séverine סברין Sígfrid Gràcia סיגפריד גראסיה Sócrates סוקרטס Sônia Braga סוניה בראגה Sõrve Peninsula חצי האי סורבה Södertälje Kings סודרטלי קינגס Sölden זולדן Sölvi Ottesen סולבי אוטסן Söyembikä of Kazan סיימביקה SønderjyskE Fodbold players קטגוריה:כדורגלני סונדרייסק Søren Kam סרן קאם Søren Kierkegaard סרן קירקגור Søren Lerby סורן לרבי Sûreté du Québec שירות הביטחון של קוויבק Süddeutsche Zeitung Süddeutsche Zeitung Sükhbaatar Province סוחבאאטאר Süleyman Demirel סוליימאן דמירל Süleymaniye Mosque מסגד סולימאנייה Sümeg שומג Süper Lig ליגת העל הטורקית בכדורגל Süß זיס Süßkind von Trimberg זיסקינד מטרימברג Sălaj County סלאז' Săpânţa ספנצה Săpânța ספנצה Sărmașu סרמאשו Sędziszów סנדז'ישוב Sławatycze סלווטיצ'ה Sławków סלווקוב Sławomir Mrożek סלאבומיר מרוז'ק Słomniki סלומניקי Słubice סלוביצה Słupca סלופצה Sōsuke Uno סוסוקה אונו T T T Cephei T בקפאוס T Tauri star כוכבי T בשור T and O map מפת אורביס טרארום T cell לימפוציט T T cell receptor TCR T helper cell תא T מסייע T'Pol ט'פול T-10 tank T-10 T-14 Armata ארמטה T-26 T-26 T-27 T-27 T-28 T-28 T-34 T-34 T-35 T-35 T-40 T-40 T-44 T-44 T-54/55 T-55/54 T-60 tank T-60 T-62 T-62 T-64 T-64 T-70 T-70 T-72 T-72 T-80 T-80 T-84 T-84 T-90 T-90 T-95 T-95 T-Bone Walker טי-בון ווקר T-Pain טי-פיין T-Slam תיסלם T-carrier T3 T-cell lymphoma לימפומת תא T T-distributed stochastic neighbor embedding T-SNE T-shirt חולצת טי T. Carmi ט. כרמי T. Colin Campbell קולין קמפבל T. Eliot טי אס אליוט T. Ford טי ג'יי פורד T. Keith Glennan קית' גלנן T. Knight טי אר נייט T. Lawrence לורנס איש ערב T. Lux Feininger תאודור לוקס פיינינגר T. Rex טי רקס T. and T. צמד לעניין T. rex טי רקס T.A.T.u. ט.א.ט.ו. T.G.I. Friday's T.G.I. Friday's T.I. T.I. T.U.F.F. Puppy כלב חשאי T.datam נשיא איראן T1 T1 T2 T-2 T28 Super Heavy Tank T28 T29 Heavy Tank T29 T3 T3 T34 Calliope T34 קליופה T4 T4 T50 T-50 TA TA TA 100 companies תבנית:מדד תל אביב 100 TA 25 companies תבנית:מדד תל אביב 25 TA BlueTech Index מדד תל אביב בלוטק TA-100 Index מדד תל אביב 100 TA-25 Index מדד תל אביב 25 TACA Airlines TACA Airlines TACACS+ TACACS+ TAP Portugal טאפ פורטוגל TARDIS טארדיס TAROM טארום TAS classification מיון TAS TATRAN Tatran TAUVEX טלסקופ החלל טאווקס TB TB TBC Bank TBC Bank TBV Lemgo TBV לאמגו TC Tc TCP acceleration מאיץ תקשורת#מאיץ TCP TCS BaNCS BaNCS TD Garden טי די גארדן TDKR Chicago 101 שיחת משתמש:TDKR Chicago 101 TEAC Corporation TEAC TEC-9 TEC-9 TED ועידת TED TED Ankara Kolejliler טד קולז'לילר TED Notepad TED Notepad TEMPUS תוכנית טמפוס TF1 TF1 TFNP TFNP TGA TGA TGV TGV TH Th THEMIS תמיס THT THT THW Kiel קיל TI TI TIA/EIA-568 TIA-568 TICOM TICOM TIE fighter חלליות קרב מסדרת TIE TIFF TIFF TIMI מדד TIMI TIR טיר TKS TKS TL Tl TL;DR אמ;לק TLV TLV TLVFest הפסטיבל הבין-לאומי לקולנוע גאה TM TM TN J0924-2201 TN J0924-2201 TNT THT TNT TNT TNT equivalent טון TNT TOC limit תבנית:הגבלת תוכן עניינים TOC right תבנית:תוכן שמאל TOP500 טופ500 TOS-1 TOS-1 TOSopeninglogo.png קובץ:TOSopeninglogo.png TPG-1 Unique Alpine TPG-1 TPNigl/sandbox ניל דה-גראס טייסון TPS Turku footballers קטגוריה:כדורגלני טורון פאלוסאורה TRG עץ#טבעות העץ TRS-80 TRS-80 TS Entertainment TS Entertainment TSG 1899 Hoffenheim הופנהיים TSG 1899 Hoffenheim players קטגוריה:כדורגלני הופנהיים TSR TSR TSV 1860 Munich מינכן 1860 TSV 1860 Munich managers קטגוריה:מאמני מינכן 1860 TSV 1860 Munich players קטגוריה:כדורגלני מינכן 1860 TShilo12 משתמש:TShilo12 TT pistol אקדח TT TTT Riga ט.ט.ט ריגה TUI תבנית:TUI איירליינס TUI Airlines Netherlands Arkefly TUI Group קטגוריה:TUI איירליינס TUIfly TUIfly TUIfly Nordic TUIfly נורדיק TUSEM Essen טוסם אסן TV Colosso ערוץ הכלבים TV Guide TV Guide TV Guide's 50 Greatest TV Shows of All Time 50 תוכניות הטלוויזיה הטובות ביותר בכל הזמנים של מגזין TV Guide TV Tokyo TV Tokyo TV Tsentr TV Center TV dinner ארוחת טלוויזיה TV on the Radio Tv on the Radio TV tuner card כרטיס טלוויזיה TV.com TV.com TV5Monde TV5Monde TVXQ TVXQ TVXQ albums discography דיסקוגרפיה של TVXQ TWA Flight 800 טיסה 800 של TWA TWA Flight 840 hijacking חטופי דמשק TWA Flight 841 טיסה 841 של טראנס וורלד איירליינס TWA Flight 847 חטיפת טיסה 847 של TWA TXiKi משתמש:TXiKi TXiKiBoT משתמש:TXiKiBoT TZ Cassiopeiae TZ בקסיופאה Ta' Pinu כנסיית טא' פינו Ta' Qali טא' אלי Ta' Qali National Stadium האצטדיון הלאומי טא' אלי Ta' Xbiex טא' שביאש Ta'al תנועה ערבית להתחדשות Ta'anakh תענכים Ta'anit מסכת תענית Ta'anit תענית Ta'ashur תאשור Ta'ayush תעאיוש Ta'if טאיף Ta'oz תעוז Ta'zieh תעזיה Ta-Nehisi Coates טה-נהסי קואטס TaBOT-zerem משתמש:ט-בוט-זרם Taake טאאקי Taal Volcano טאאל Taamrat Emmanuel תאמרת עמנואל Taanach תל תענך Taavi Rõivas טאווי רייוואס Tab טאב Tab key טאב Taba Border Crossing מעבר טאבה Taba International Airport נמל התעופה הבינלאומי טאבה Taba Summit ועידת טאבה Tabachnik Garden הגן הלאומי והאוניברסיטאי ע"ש טבצ'ניק Tabak טבק Tabakhmela טבחמלה Tabalus טבלוס Tabard טאבארד Tabaré Vázquez טאבארה ואסקס Tabasaran people טבסאראנים Tabasco טבסקו Tabasco Cárdenas קארדנאס Tabasco sauce טבסקו Tabatinga טבצ'ינגה Tabbouleh טאבולה Tabby cat חתול טאבי Tabea Zimmermann טביאה צימרמן Tabebuia איפאה Tabernacle המשכן Tabernacle and Temples in Jerusalem קטגוריה:בית המקדש Tabgha עין שבע Tabi טאבי Tabiteuea טאביטאואה Tabitha Babbitt טביתא באביט Tabitha Smith טביתה סמית' Tabla טאבלה Tablature טבלטורה לכלים שונים Table טבלה Table עזרה:טבלאות Table שולחן Table Mountain הר השולחן Table football כדורגל שולחן Table of World Heritage Sites by country רשימת אתרי מורשת עולמית Table of contents תוכן העניינים Table of vowels רשימת תנועות Table tennis טניס שולחן Table tennis קטגוריה:טניס שולחן Table tennis at the Summer Olympics טניס שולחן במשחקים האולימפיים Table tennis players קטגוריה:שחקני טניס שולחן TableTools יחידה:TableTools Tableau économique הטבלה הכלכלית Tablecloth מפת שולחן Tablet גלולה Tablet computer מחשב לוח Tablet computers קטגוריה:מחשבי לוח Tabletop game משחק קופסה Tablets of Stone לוחות הברית Tabloid טבלואיד Tabloid עיתון#הפורמט של נייר העיתון Tabnit sarcophagus הסרקופג של תבנת Taboo טאבו Taboon bread לאפה Tabor טמבור Tabor תבור Tabor House בית תבור Tabot תבות Tabriz תבריז Tabriz–Ankara pipeline צינור הגז תבריז-אנקרה Tabsur חירבת עזון Tabu טאבו Tabuaeran טבואאראן Tabula טאבולה Tabula Peutingeriana מפת פויטינגר Tabula rasa טאבולה ראסה Tabularium טאבולאריום Tabun Cave מערת תנור Tabun oven טאבון TacSat-3 TacSat-3 TacSat-4 TacSat-4 Tachanun תחנון Tachinidae זריזבוביים Tachisme טאשיזם Tachlifa of the West רבי תחליפא בר מערבא Tachometer טכומטר Tachrichim תכריכים Tachycardia טכיקרדיה Tachylite טקיליט Tachyon טכיון Tachyon502/Policestate מדינת משטרה TachyonJack/Prose שירה Tacitus טקיטוס Tacloban טקלובן Tacna טאקנה Taco טאקו Taco Bell טאקו בל Taco rice טאקו אורז Tacoma Building בניין טקומה Tacoma Narrows Bridge גשר מצר טקומה Tacrolimus טקרולימוס Tact טאקט Tactic טקטיקה Tactical High Energy Laser נאוטילוס Tactical Ops: Assault on Terror Tactical Ops Tactical ballistic missile טיל בליסטי טקטי Tactical bombing הפצצה טקטית Tactical formations קטגוריה:מערכים צבאיים Tactical nuclear weapon נשק גרעיני טקטי Tactical voting הצבעה טקטית Tactile corpuscle גופיף מייסנר Tacuinum Sanitatis טאקואינום סניטאטיס Tad טאד Tadalafil סיאליס Tadamichi Kuribayashi טדאמיצ'י קוריבאישי Tadanobu Asano טדאנובו אסאנו Tadao Ando טדאו אנדו Tadas Kijanskas טאדאס קיאנסקאס Taddeo Zuccari טדאו צוקרי Tadeusz Baird טדאוש ברד Tadeusz Borowski תדיאוש בורובסקי Tadeusz Bór-Komorowski תדיאוש בור קומורובסקי Tadeusz Kantor טדאוש קנטור Tadeusz Konwicki טדיאוש קונוויצקי Tadeusz Kościuszko תדיאוש קושצ'ושקו Tadeusz Pankiewicz תדאוש פנקייביץ' Tadeusz Reichstein טדאוס רייכשטיין Tadeusz Ślusarski תדיאוש שלוסרסקי Tadiran תדיראן Tadiran Mastiff מסטיף Tadj ol-Molouk תאג' אלמלוכ Tadorninae ברווזי צדפות Tadpole ראשן Tadpole Galaxy גלקסיית הראשן Tadrart Acacus תדרארת אכאכוס Taekwondo טאקוונדו Taekwondo קטגוריה:טאקוונדו Taekwondo at the Summer Olympics טאקוונדו במשחקים האולימפיים Taekwondo practitioners קטגוריה:לוחמי טאקוונדו Taemyr/Pioneer פיוניר Taenarus טיינרוס Taenia pisiformis Taenia pisiformis Taepodong-2 טייפודונג-2 Tafari Benti טפרי באנטי Tafasta meruba lo tafasta תפסת מרובה לא תפסת Tafilah טפילה Tafilah Governorate טפילה Tafilalt תאפילאלת Tafnit תפנית Tafsir תפסיר Tafsir ibn Kathir תפסיר אל-קוראן אל-עזים Taft טאפט Taft administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל ויליאם האוורד טאפט Tag תבנית:תג Tag תופסת Tag תפילין ומזוזות#התגים כתיבת ספרי תורה Tag team Tag team Tagalog language טאגאלוג Taganga טגנגה Taganka Theatre תיאטרון טגנקה Taganrog טאגאנרוג Tagged Tagged Tagged Image File Format Tagged Image File Format Tagus טחו Taha טאהא Taha Baqir טהא באקר Taha Hussein טה חוסיין Taha Jabir Alalwani טהא ג'אבר אל-עלוואני Taha Muhammad Ali טהא מוחמד עלי Taha al-Hashimi טה אל-האשמי Tahar Ben Jelloun טאהר בן ג'לון Tahar Djaout טהאר דג'אוט Taharqa תהרקה Tahdiya תהדיאה Taher Elgamal טאהר אל-גמאל Taher al-Masri טאהר אל-מסרי Taheyya Kariokka תחיה קריוקה Tahini טחינה Tahirid dynasty השושלת הטאהרית Tahiti טהיטי Tahiti national football team נבחרת טהיטי בכדורגל Tahounia Rubel טהוניה רובל Tahpanhes דפנה Tahr טאר Tahrir Square כיכר א-תחריר Tahsin Özgüç טהסין אזגיץ' Tai Babilonia טאי בבילוניה ורנדי גרדנר Tai Chi Chasers אלופי הטאי צ'י Tai Po District טאי פו Tai Po District קטגוריה:טאי פו Tai chi טאי צ'י Tai-Pan טאי פאן Tai-pan טאי פאן Taichung טאיג'ונג Taif Agreement הסכם טאיף Taifa טאיפה Taiga טייגה Taihang Mountains הרי טאיחאנג Taika Reform רפורמת טאיקה Taiko טאיקו Tail זנב Tail call רקורסיית זנב Tail fat אליה Tailcoat פראק Tailed frog אסקפיים Tailhook וו עצירה Tailless tenrec טנרק מצוי Taillevent טיוואן Tailor חייט Tails Tails Taina Elg טיינה אלג Tainan טאינאן Taio Cruz טאיו קרוז Taiohae טאיאוהא Taipa טייפה Taipan טאיפן Taipei טאיפיי Taipei קטגוריה:טאיפיי Taipei 101 טאיפיי 101 Taiping Guangji הרשומות הנרחבות של עידן טאיפינג Taiping Rebellion מרד טאיפינג Taiping Yulan המקראות הקיסריות של עידן טאיפינג Taira clan שבט טאירה Taira no Kiyomori טאירה נו קיומורי Taishan טאישאן Taishō period תקופת טאישו Taissa Farmiga טאיסה פרמיגה Taita תועי Taitao Peninsula חצי האי טאיטאו Taiwan טאיוואן Taiwan Province טאיוואן Taiwan Strait מצר טאיוואן Taiwan serow סרו טאיוואני Taiwanese cuisine קטגוריה:המטבח הטאיוואני Taiwanese culture קטגוריה:טאיוואן: תרבות Taiwanese people קטגוריה:טאיוואנים Taiwanese politicians קטגוריה:פוליטיקאים טאיוואנים Taiwanese sportspeople קטגוריה:ספורטאים טאיוואנים Taiyuan טאי-יואן Taiyuan Satellite Launch Center מרכז שיגור הלוויינים טאיואן Taiz Governorate תעז Taj Gibson טאג' גיבסון Taj Mahal טאג' מהאל Tajik League ליגת העל הטג'יקית Tajik Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הטג'יקית Tajik language טג'יקית Tajikistan טג'יקיסטן Tajikistan קטגוריה:טג'יקיסטן Tajikistan at the Olympics טג'יקיסטן במשחקים האולימפיים Tajikistan at the Paralympics טג'יקיסטן במשחקים הפאראלימפיים Tajikistan national football team נבחרת טג'יקיסטן בכדורגל Tajikistan templates קטגוריה:תבניות ניווט - טג'יקיסטן Tajikistani people קטגוריה:טג'יקים Tajikistani politicians קטגוריה:פוליטיקאים טג'יקים Tajiks טג'יקים Tajine טאג'ין Tajwid תג'ויד Takaaki Kajita טקאקי קג'יטה Takabara טקברה Takahashi Korekiyo טקהאשי קורקיו Takahē טאקאהה Takamine טקמיני Takamine guitars טקמיני גיטרות Takashi Murakami טאקאשי מוראקאמי Takashi Ono טקאשי אונו Takashi Sakai טאקאשי סאקאי Takashi Shimura טקאשי שימורה Takashi Ueki/test שינטו Takayasu's arteritis מחלת טקיאסו Takayuki Mikami טקיוקי מיקמי Takbir תכביר Take Back the Night Take Back the Night Take Care Take Care Take Five Take Five Take Ionescu טאקה יונסקו Take It Back Take It Back Take It Off Take It Off Take Me Out to the Ball Game קח אותי לבייסבול Take Me to Church Take Me to Church Take My Eyes קח את עיניי Take Off Your Pants and Jacket Take off Your Pants and Jacket Take On Me Take on Me Take That טייק ד'את Take That discography טייק דאת Take Two with Phineas and Ferb פיניאס ופרב#פיניאס ופרב מארחים Take Up Thy Stethoscope and Walk Take Up Thy Stethoscope and Walk Take a Bow Take a Bow Take the Lead רוקדים Take-or-pay contract תניית Take or Pay Take-out טייק אוויי Takeda Shingen טקדה שינגן Taken חטופה Taken 2 חטופה 2 Taken 3 חטופה 3 Takeo Fukuda טקאו פוקודה Takeo Kurita טקאו קוריטה Takeo Miki טקאו מיקי Takeoff המראה Takeout double Takeout Double Takeover השתלטות עוינת Takepills מוזיקה אלקטרונית Takeshi Kitano טקאשי קיטאנו Takeshi Okada טקשי אוקדה Takeshi's Castle הטירה של טקאשי Takfiri תכפירי Takht-e Soleymān תחת-א סוליימאן Taki טאקי Takijirō Ōnishi טקיג'ירו אונישי Takin טאקין Taking Back Sunday Taking Back Sunday Takkanah תקנת חכמים Takkanot Shum תקנות שו"ם Takla Maryam קיסר אתיופיה תקלה מריאם Taklamakan Desert טקלה מקאן Taksim טקסים Taksim Gezi Park פארק טקסים גזי Taksim Square כיכר טקסים Takusa טקוסה TakuyaMurata/Ring חוג Tal Afar תל עפר Tal Banin טל בנין Tal Ben Haim טל בן-חיים Tal Ben-Shahar טל בן שחר Tal Berman טל ברמן Tal Brody טל ברודי Tal Burstein טל בורשטיין Tal El טל-אל Tal Friedman טל פרידמן Tal Gilboa טל גלבוע Tal Hen טל חן Tal Institute מכון טל Tal Kachila טל כחילה Tal Ma'abi טל מעבי Tal Menashe טל מנשה Tal Mosseri טל מוסרי Tal Nitzán טל ניצן Tal Rabin טל רבין Tal Russo טל רוסו Tal Saki תל סאקי Tal Shahar טל שחר Tal Sondak טל סונדק Tal Stricker טל שטריקר Tal committee חוק דחיית שירות לתלמידי ישיבות שתורתם אומנותם Tal-El טל-אל Tal642 משתמש:Tal642 Talachyn טולוצ'ין Talal Arslan טלאל ארסלן Talal Asad טלאל אסד Talal Maddah טלאל מדאח Talal of Jordan מלך ירדן טלאל Talampaya National Park הפארק הלאומי טלמפאז'ה Talant Duyshebaev טלאנט דושיבאייב Talatat תלאתאת Talbiya טלביה Talbot טלבו Talbot טלבוט Talbot קטגוריה:טלבו Talbot Samba טלבו סמבה Talbot effect אפקט טלבוט Talc טלק Talcott Parsons טלקוט פארסונס Tale of the Goat מעשה העז TaleSpin עולם סחרחר Taleb Abu Arar טלב אבו עראר Taleb Tawatha טאלב טוואטחה Taleb el-Sana טלב א-סאנע Talent כיכר Tales from Moominvalley הילדה הבלתי נראית Tales from Topographic Oceans Tales from Topographic Oceans Tales from the Crypt אגדות מעולם המסתורין Tales of Count Lucanor ספר הדוגמאות של פטרוניו לרוזן לוקאנור Tales of Little Women נשים קטנות Tales of Monkey Island מעשיות אי הקופים Tales of Mystery and Imagination Tales of Mystery and Imagination Tales of the Otori סיפורי האוטורי Talheim טאלהיים Tali טלי Tali Fahima טלי פחימה Tali Moreno טלי מורנו Tali Ploskov טלי פלוסקוב Tali Rights תל"י Talia טליה Talia Rahimi טליה רחימי Talia Shire טליה שייר Talib Kweli טאליב קוולי Taliban טליבאן Taliban קטגוריה:טליבאן Taliban members קטגוריה:פעילי הטליבאן Talisa Soto טליסה סוטו Talisker distillery טאליסקר Taliskerbay/Camp Half Blood פרסי ג'קסון - דמויות Talisman טליסמן Talitha Kumi School בית טליתא קומי Talk Talk Talk Talk Talk Talk Talk Talk albums קטגוריה:אלבומי Talk Talk Talk That Talk Talk That Talk Talk namespace templates קטגוריה:תבניות שיחה Talk show תוכנית אירוח Talk to Her דבר אליה TalkBack Reader Response System טוקבק Talking Heads Talking Heads Talking Stick Resort Arena טוקינג סטיק ריסורט ארנה Talking birds קטגוריה:תוכים מדברים Tall Asur בעל חצור Tall al-Ajjul תל אל-עג'ול Tall tale גוזמה Talladega Nights: The Ballad of Ricky Bobby לילות טלדגה: הבלדה על ריקי בובי Tallboy טולבוי Taller in More Ways Taller in More Ways Talleres de Córdoba footballers קטגוריה:כדורגלני טאז'רס Tallinn טאלין Tallinn קטגוריה:טאלין Tallinn Alexander Nevsky Cathedral קתדרלת אלכסנדר נבסקי Tallinn St. Olaf's Church כנסיית אולף הקדוש Tallinn Town Hall בניין עיריית טאלין Tallit טלית Tally stick מקל ספירה Talmai תלמי מלך גשור Talmei Bilu תלמי ביל"ו Talmei Elazar תלמי אלעזר Talmei Eliyahu תלמי אליהו Talmei Yaffe תלמי יפה Talmei Yehiel תלמי יחיאל Talmei Yosef תלמי יוסף Talmid Chacham תלמיד חכם Talmon טלמון Talmon Marco טלמון מרקו Talmoryair משתמש:Talmoryair Talmud קטגוריה:תלמוד Talmud תלמוד Talmud concepts and terminology קטגוריה:מונחים בתלמוד Talmud people קטגוריה:אישים בתלמוד Talmud rabbis קטגוריה:אמוראים Talmud rabbis of Babylonia קטגוריה:אמוראי בבל Talmud rabbis of the Land of Israel קטגוריה:אמוראי ארץ ישראל Talmudic Academies in Babylonia ישיבת פומבדיתא Talmudic Academies in Babylonia קטגוריה:ישיבות בבל Talmudical Yeshiva of Philadelphia ישיבת פילדלפיה Talmudical hermeneutics מידות שהתורה נדרשת בהן Talmudists קטגוריה:חוקרי תלמוד Talne טאלנה Talor Battle טיילור באטל Talorc I מלך הפיקטים טאלורק הראשון Talorc II מלך הפיקטים טאלורק השני Talorc III מלך הפיקטים טאלורק השלישי Talorg טאלורק Talorgan I מלך הפיקטים טאלורגאן הראשון Talorgan II מלך הפיקטים טאלורגאן השני Talpa חפרפרת Talpidae חפרפרתיים Talpidae קטגוריה:חפרפרתיים Talpiot תלפיות Talpiot Tomb מערת תלפיות Talpiot program תוכנית תלפיות Talya Lavie טליה לביא Tamagotchi טמגוצ'י Tamagoyaki טמאגו Tamale טמלה Taman טאמאן Taman Peninsula חצי האי טאמאן Tamandua טמנדואה Tamanrasset תאמאנראסט Tamar תמר Tamar Adar תמר אדר Tamar Braxton תמר ברקסטון Tamar Eisenman תמר אייזנמן Tamar El Or תמר אלאור Tamar Eshel תמר אשל Tamar Fish Nachshon תמר פיש נחשון Tamar Getter תמר גטר Tamar Giladi תמר גלעדי Tamar Golan תמר גולן Tamar Gozansky תמר גוז'נסקי Tamar Hermann תמר הרמן Tamar Ish-Shalom תמר איש-שלום Tamar Regional Council מועצה אזורית תמר Tamar Regional Council קטגוריה:מועצה אזורית תמר Tamar Ross תמר רוס Tamar Slay תאמר סליי Tamar Sovran תמר סוברן Tamar Zandberg תמר זנדברג Tamar Ziegler תמר ציגלר Tamar Ziskind תמר זיסקינד Tamar gas field תמר Tamar of Georgia מלכת גאורגיה תמר Tamar regional council תבנית:מועצה אזורית תמר Tamara Bykova טמרה ביקובה Tamara Drewe תמרה דרו Tamara Karsavina תמרה קרסבינה Tamara Makarova תמרה מקרובה Tamara Press טמרה פרס Tamara Rojo תמרה רוחו Tamara de Lempicka תמרה דה למפיקה Tamaraw תאו הפיליפינים Tamaricaceae אשליים Tamaricaceae קטגוריה:אשליים Tamarin טמרין Tamarind תמרינדי Tamarix אשל Tamarix aphylla אשל הפרקים Tamarod תמרוד Tamaulipas טמאוליפס Tamaulipas Matamoros מטמורוס Tambour טמבור Tambourine תוף מרים Tambov טמבוב Tambov Oblast טמבוב Tambov Rebellion מרד טמבוב Tame Impala טיים אימפלה Tamer Institute for Community Education מכון תאמר לחינוך קהילתי Tamera תמרה Tamgaly כתובות הסלע בטמגאלי Tami תמ"י Tamil Nadu טאמיל נאדו Tamil Nadu קטגוריה:טאמיל נאדו Tamil language טמילית Tamil people קטגוריה:טאמילים Tamils טמילים Tamim bin Hamad Al Thani תמים בן חמד אאל ת'אני Tamir תמיר Tamir Ben Ami תמיר בן עמי Tamir Cohen תמיר כהן Tamir Goodman תמיר גודמן Tamir Kahlon תמיר כחלון Tamir Muskat תמיר מוסקט Tamir Pardo תמיר פרדו Tamir Sapir תמיר ספיר Tamir310 משתמש:Tamir310 Tammam Salam תמאם סלאם Tammuz קטגוריה:תמוז Tammuz תמוז Tammy Baldwin תמי בולדווין Tammy Duckworth תמי דקוורת' Tammy Wynette תמי ויינט Tamouz תמוז Tamoxifen טמוקסיפן Tampa Bay מפרץ טמפה Tampa Bay Area אזור מפרץ טמפה Tampa Bay Area קטגוריה:אזור מפרץ טמפה Tampa Bay Buccaneers טמפה ביי באקנירס Tampa Bay Lightning טמפה ביי לייטנינג Tampa Bay Mutiny טמפה ביי מיוטיני Tampa Bay Rays טמפה ביי רייס TampaBayMutiny.png תמונה:Tampa Bay Mutiny.gif Tampere טמפרה Tampere קטגוריה:טמפרה Tampere United טמפרה יונייטד Tampere University of Technology אוניברסיטת טמפרה לטכנולוגיה Tampereen Pyrintö פירינטו טמפרה Tampico טמפיקו Tamping machine מבטשה Tampon טמפון Tamponade טמפונדה Tamra טמרה Tamsin Greig טמזין גרג Tamu Massif מסיב טאמו Tamuz משתמש:תמוז Tamzin Outhwaite טמזין אאותווייט Tamás Aján תמאש איאן Tamás Darnyi תמאש דארני Tamás Nádasdy טאמאש נאדאשדי Tamás Priskin תאמאש פרישקין Tamás Sándor תמאש שנדור Tan Son Nhat International Airport נמל התעופה הבינלאומי טן סון נהאט TanDEM-X TanDEM-X Tana טנה Tana French טנה פרנץ' Tanager טנגריים Tanaka Giichi טנאקה גיאיצ'י Tanakh תבנית:ספרי התנ"ך Tanakh תנ"ך Tanakh Ram תנ"ך רם Tanami Desert מדבר טאנאמי Tanaro טנרו Tanat Nusserbayev טנאט נוסרבייב Tanchelm טאנכלם מאנטוורפן Tancred of Hauteville טנקרד דה הוטוויל Tancredo Neves טנקרדו נווס Tandem טנדם Tandem bicycle אופני טנדם Tandil טנדיל Tanegashima טנגשימה Tanegashima Space Center מרכז החלל טנגשימה Tanel Padar טאנל פדאר Tang Hamilton טיפון המילטון Tang dynasty שושלת טאנג Tanga טנגה Tanganyika טנגנייקה Tanganyika laughter epidemic מגפת הצחוק בטנגנייקה Tangelo תפוזינה Tangent טנגנס Tangent משיק Tangent space המרחב המשיק Tangential quadrilateral מרובע משיקים Tangeny/social network רשת חברתית Tanggula Railway Station תחנת טאנגגולה Tangier טנג'יר Tangled פלונטר Tanglewood טנגלווד Tango Tango Tango טנגו Tango & Cash טנגו וקאש Tango 51 טנגו 51 Tango/RFA test ויקיפדיה:מפעיל נולד Tangram טנגרם Tanhum Cohen-Mintz תנחום כהן-מינץ Tanhuma מדרש תנחומא Tanhuma bar Abba רבי תנחומא Tania Cagnotto טניה קניוטו Tania Mallet טניה מאלה Tania Raymonde טניה ריימונד TaniaGilman/Worm תולעים TaniaGilman/first page אורות הכרך Tanin gas field תנין Tanis טאניס Tanis Half-Elven תניס חצי-אלף Tanit תנית Tanita Tikaram טניטה טיקרם Tanja Karpela טניה קרפלה Tank טנק Tank Man המורד האלמוני Tank classification סוגי טנקים Tank destroyer משחית טנקים Tank destroyers קטגוריה:משחיתי טנקים Tank destroyers of Germany קטגוריה:משחיתי טנקים גרמניים Tank transporter מוביל טנקים Tanka טנקה Tanker מכלית Tankers קטגוריה:מכליות Tanki Online Tanki Online Tankiz תנכיז Tankred Dorst טנקרד דורסט Tanks קטגוריה:טנקים Tanks by type קטגוריה:טנקים לפי סוג Tanks of France קטגוריה:טנקים צרפתיים Tanks of Germany קטגוריה:טנקים גרמניים Tanks of Israel קטגוריה:טנקים ישראלים Tanks of Italy קטגוריה:טנקים איטלקיים Tanks of Japan קטגוריה:טנקים יפניים Tanks of Russia קטגוריה:טנקים רוסיים Tanks of Sweden קטגוריה:טנקים שוודיים Tanks of the United Kingdom קטגוריה:טנקים בריטיים Tanks of the United States קטגוריה:טנקים אמריקאים Tanna טאנה Tanna Devei Eliyahu תנא דבי אליהו Tanna japonensis Tanna japonensis Tannaim תבנית:תנאים Tannaim תנאים Tannenbaum טננבאום Tanner scale שלבי טאנר Tannhäuser טנהויזר Tannin טאנין Tanning בורסקאות Tanning bed מיטת שיזוף Tanning oil שמן שיזוף Tansu Çiller טנסו צ'ילר Tanta טנטא Tanta University אוניברסיטת טנטא Tantalite טנטליט Tantalum טנטלום Tantalum pentoxide תחמוצת טנטלום Tantalus טנטלוס Tantamani תנות אמון Tantawi מוחמד טנטאווי Tantour טנטור Tantra טנטרה Tantrix טנטריקס Tantura טנטורה Tanukhids ברית שבטי תנוח' Tanuter טאנוטר Tanya ספר התניא Tanya תניא Tanya Grotter טניה גרוטר Tanya Rabbati תניא רבתי Tanya Reinhart טניה ריינהרט Tanya Streeter טניה סטריטר Tanzan Ishibashi טנזן אישיבאשי Tanzania טנזניה Tanzania קטגוריה:טנזניה Tanzania Moshi מושי Tanzania Tanga טאנגה Tanzania at the Olympics טנזניה במשחקים האולימפיים Tanzania at the Paralympics טנזניה במשחקים הפאראלימפיים Tanzania national football team נבחרת טנזניה בכדורגל Tanzania templates קטגוריה:תבניות ניווט - טנזניה Tanzanian cheetah ברדלס מזרח אפריקני Tanzanian people קטגוריה:טנזנים Tanzanian politicians קטגוריה:פוליטיקאים טנזנים Tanzanian shilling שילינג טנזני Tanzanite טנזניט Tanzim תנזים Tanzimat טנזימאט Tanztheater תיאטרון מחול Tao דאו Tao Te Ching דאו דה ג'ינג Tao exdos ExDOS Tao-Klarjeti קטגוריה:טאו-קלארג'תי Taobao טאובאו Taoiseach טישך Taoisigh קטגוריה:ראשי ממשלת אירלנד Taoism טאואיזם Taoism קטגוריה:טאואיזם Taormina טאורמינה Taos טאוס Taos Pueblo פואבלו דה טאוס Taotao טאו טאו Tap ברז Tap dance סטפס Tapajós טפז'וס Tapas טאפס Tapas Acupressure Technique טכניקת אקופרסורה טאפאס Tape measure סרט מידה Tape recorder רשמקול Tapenade ממרח זיתים Tapestry גובלן Tapetum lucidum שכבה מחזירת אור Taphonomy טפונומיה Tapinoma israele בנאית ישראלית Tapioca טפיוקה Tapir טפיר Tapirs קטגוריה:טפיריים Tapirus kabomani טפיר קבומני Tapper מוזג הברים Tapu טאבו Tapuz תפוז אנשים Tapwaterside/Sandbox2 1602 Tapwaterside/Sandbox3 1603 Taq Bostan טאק-בוסטן Taqiya תקייה Tar זפת Tar טאר Tara טארה Tara טרה Tara Browne טרה בראון Tara Fitzgerald טרה פיצג'רלד Tara Lipinski טרה ליפינסקי Tara Reid טארה ריד Tara River Canyon קניון נהר טארה Tara Strong טרה סטרונג Tarabin bedouin תראבין Taraji Henson טראג'י הנסון Taramasalata איקרה Taran טרן Taran mac Ainftech מלך הפיקטים טרן Taranaki טראנאקי Taranis טאראניס Tarantella טרנטלה Tarantino טרנטינו Taranto טאראנטו Tarantula פרווניתיים Tarantula Nebula ערפילית הטרנטולה Tarapacá Region קטגוריה:טרפקה Taras Shevchenko טאראס שבצ'נקו Taras Shevchenko National University of Kyiv אוניברסיטת קייב Tarasque טאראסק Tarator טרטור Tarawa טאראווה Taraxacum officinale שינן רפואי Taraz טאראז Tarbiat Yazd F.C. חינוך גופני יזד Tarbikha תרביחא Tarbosaurus טרבוזאורוס באטאר Tarbut תרבות Tarcisio Burgnich טרצ'יסו בורגניק Tarczyn טרצ'ין Tardigrade דובוני מים Tardive dyskinesia דיסקינזיה מאוחרת Targa Florio טארגה פלוריו Target מטרה Target market קהל יעד Targeted drug delivery שיגור תרופות Targeted killings by Israel Defense Forces סיכול ממוקד Targeted therapy תרופה ביולוגית Targovishte טרגובישטה Targovishte Province טרגובישטה Targoviste טרגובישטה Targum Neofiti משתמש:התנכ"י/תרגום ניאופיטי Targum Onkelos תרגום אונקלוס Targum Pseudo-Jonathan תרגום המיוחס ליונתן Targumon משתמש:תרגומון Taribo West טאריבו וסט Tariel Oniani טריאל אוניאני Tarif טריף Tarifa טריפה Tarikash משתמש:Tarikash Tarikash/Userboxes/User browser:PrefersFirefox תבנית:משתמש פיירפוקס Tarim Basin אגן טארים Tariq Abdul-Wahad טאריק עבדול-ואהד Tariq Ali טארק עלי Tariq Aziz טארק עזיז Tariq Ramadan טארק רמדאן Tariq ibn Ziyad טאריק בן זיאד Tarja Halonen טריה הלונן Tarja Turunen טאריה טורונן Tarkan טארקאן Tarkan טרקאן Tarkhan טארקאנים Tarkhan dynasty שושלת טארקהאן Tarki טארקי Tarkus Tarkus Tarn טארן Tarn-et-Garonne טארן וגארון Tarnobrzeg טרנובז'ג Tarnogród טרנוגרוד Tarnovo Constitution חוקת טרנובו Tarnów טרנוב Taro Pharmaceuticals תרו תעשייה רוקחית Tarot קלפי טארוט Tarpan טרפן Tarpeian Rock הסלע הטארפיאני Tarquinia טרקוויניה Tarqumiyah תרקומיא Tarragon לענה דרקונית Tarragona טרגונה Tarring and feathering זפת ונוצות Tarsem Singh טרסם סינג Tarshish תרשיש Tarsier קופיפים Tarsiers קטגוריה:קופיפים Tarsiiformes קופיפים Tarsius קופיף Tarski's circle-squaring problem בעיית תרבוע העיגול של טרסקי Tarski's theorem about choice משפט טרסקי Tarski's undefinability theorem משפט האי-גדירות של טרסקי Tarsus עצמות שורש הרגל Tart טארט Tartan טארטן Tartan תרתן Tartar sauce רוטב טרטר Tartaric acid חומצה טרטרית Tartarus טרטרוס Tarte Tatin טארט טאטן Tarte flambée טארט פלמבה Tartrazine טרטרזין Tartu טרטו Tartu קטגוריה:טרטו Tartu Cathedral קתדרלת טרטו Tartu County טרטו Tartuffe טרטיף Tartus טרטוס Tartus Governorate טרטוס Taruca אייל אנדים פרואני Tarum תרום Tarvisio טרוויזיו Tarzan טרזן Tarzan תבנית:טרזן Tarzan & Jane טרזן וג'יין Tarzan Cooper טרזן קופר Tarzan II טרזן 2 Tarzan and Jane טרזן וג'יין Tarzan in film and other non-print media טרזן Tarzan of the Apes טרזן מלך הקופים Tarłów טרלוב Tarō Asō טארו אסו Tarō Okamoto טרו אוקמוטו Tasbih מסבחה Taschen טאשן Taser טייזר Tash טש Tasha Yar טאשה יאר Tashichho Dzong טשיצ'ודזונג Tashkent טשקנט Tashkent קטגוריה:טשקנט Tashkent International Airport נמל התעופה הבינלאומי טשקנט Tashkent Metro הרכבת התחתית של טשקנט Tashkent Open אליפות טשקנט הפתוחה Tashlikh תשליך Tasie Lawrence טסי דהנראג' Tasiilaq טאסילאק Task Force Baum כוח באום Task Manager מנהל המשימות Taskbar שורת משימות Taskmaster טאסקמאסטר Tasman טסמן Tasman Sea ים טסמן Tasmania טסמניה Tasmania קטגוריה:טסמניה Tasmania Burnie בורני Tasmania Devonport דוונפורט Tasmania Launceston לונסטון Tasmania Strahan סטרון Tasmanian Devil טאז השד הטסמני Tasmanian Wilderness World Heritage Area אזור-הפרא הטסמני Tasmanian devil שד טסמני Tasmanian emu אמו טסמני Tassili n'Ajjer טאסילי נאג'ר Tassilo von Heydebrand und der Lasa טאסילו פון דר לאסה Tasslehoff Burrfoot גדילן קוץ-רגל Tassos Papadopoulos טסוס פפדופולוס Taste טעם Taste aversion סלידת טעם Taste bud פקעיות טעם Taste of Cherry טעם הדובדבן Tasty Tasty Tat people טאטים Tata טטה Tata Consultancy Services TCS Tata Group קבוצת טאטא Tata Group קטגוריה:קבוצת טאטא Tata Motors טאטא מוטורס Tata Motors קטגוריה:טאטא מוטורס Tata Nano טאטא נאנו Tatabánya טאטאבניה Tatadim קיסר אתיופיה טאטדים Tatami טטאמי Tatamibari טטמיברי Tatankaceratops טטנקצרטופס Tatar טטרים Tatar language טטרית Tatar people קטגוריה:טטרים Tatars טטרים Tatarstan טטרסטן Tatarstan קטגוריה:טטרסטן Tatarstan Airlines טטרסטן איירליינס Tatarstan Airlines Flight 363 טיסה 363 של טטרסטן איירליינס Tatasport שיחת משתמש:Tatasport Tate גלריית טייט Tate טייט Tate Britain מוזיאון טייט בריטניה Tate Donovan טייט דונובן Tate Liverpool טייט ליברפול Tate Modern מוזיאון טייט מודרן Tate St Ives טייט סנט אייווס Tate galleries קטגוריה:גלריית טייט Tatiana Doronina טטיאנה דורונינה Tatiana Lysenko טטיאנה ליסנקו Tatiana Maslany טטיאנה מסלני Tatiana de Rosnay טטיאנה דה רונה Tatiana of Rome טטיאנה Tatlin's Tower מונומנט לאינטרנציונאל השלישי Tatoeba טטואבה Tatra טאטרה Tatra Mountains הרי הטטרה Tatshenshini-Alsek Provincial Park פארק טאטשנשיני-אלסק Tatsunoko Production טאצונוקו הפקות Tatsuo Kawabata טצואו קוובאטה Tattoo טאטו Tattoo כתובת קעקע Tattoo You Tattoo You Tatum O'Neal טייטום אוניל Tatya Tope טאטיה טופא Tatyana Chernova טטיאנה צ'רנובה Tatyana Golikova טטיאנה גוליקובה Tatyana Kazankina טטיאנה קזנקינה Tatyana Lebedeva טטיאנה לבדייבה Tatyana Lysenko טטיאנה ליסנקו Tatyana McFadden טטיאנה מקפאדן Tatyana Petrenko-Samusenko טטיאנה סמוסנקו Tatyana Tomashova טטיאנה טומשובה Tatyana Yumasheva טטיאנה יומשבה Tau טאו Tau Ceti טאו בלווייתן Tau Zero טאו אפס Taube טאובה Tauber טאובר Taulant Xhaka טאולנט ג'אקה Taumatawhakatangihangakoauauotamateaturipukakapikimaungahoronukupokaiwhenuakitanatahu טאומטאווקאטאנגיהנגקואוואווטמטאפוקאיוונואקיטאנאטאהו Tauno Hannikainen טאונו האניקיינן Tauragė טאורגה Tauragė County מחוז טאורגה Tauragė County קטגוריה:מחוז טאורגה Tauragė District Municipality טאורגה Tauranga טאורנגה Taurica טאוריס Tauride Palace ארמון טבריצ'סקי Taurine טאורין Taurotragus אילנד Taurus טאורוס Taurus מזל שור Taurus קטגוריה:קבוצת הכוכבים שור Taurus שור Taurus Mountains הרי הטאורוס Tausonite טאוסוניט Tautinio darbo apsaugos batalionas משטרת העזר הליטאית Tautiška giesmė המנון ליטא Tautochrone curve בעיית הטאוטוכרון Tautology טאוטולוגיה Tava סאג' Taverna טברנה Tavi טבי Tavisupleba המנון גאורגיה Tavolara Island טבולרה Tavurvur טבורבור Taw ت Tawakkol Karman תוואכול כרמאן Taweret תאורת Tawfik Abu al-Huda תאופיק אבו אל-הודא Tawfik Hamid תאופיק חמיד Tawfik Khatib תאופיק ח'טיב Tawfik Toubi תופיק טובי Tawfiq Canaan תאופיק כנעאן Tawfiq Ziad תאופיק זיאד Tawfiq al-Hakim תאופיק אל-חכים Tawfiq al-Suwaidi תאופיק א-סוודי Tawhid al-Jihad צבאות הייחוד והג'יהאד בפלסטין Tawjihi מבחן התאוג'יה Tawny eagle עיט סוואנות Tawny owl לילית מצויה Tax מס Tax advisor יועץ מס Tax assessment שומה Tax bracket מדרגות מס Tax competition תחרות מס Tax evasion תכנון מס Tax haven מקלט מס Tax incentive הטבת מס Tax incidence נטל המס Tax law דיני מסים Tax noncompliance השתמטות ממס Tax noncompliance קטגוריה:עבירות מס Tax rate מס שולי Tax refund החזר מס הכנסה Tax resistance סרבנות מסים Tax treaty אמנה למניעת כפל מס Taxaceae טקסיים Taxation קטגוריה:דיני מסים Taxation as theft מסים כגניבה Taxation in Israel מיסוי בישראל Taxation in Israel קטגוריה:ישראל: מיסוי Taxi טקסי Taxi 2 טקסי 2 Taxi Driver טקסי דרייבר Taxi Driver נהג מונית TaxiBot טקסיבוט Taxicab מונית Taxicab geometry גאומטריית נהגי המוניות Taxicabs קטגוריה:מוניות Taxicabs of New York City מוניות בניו יורק Taxidermia טקסידרמיה Taxidermy פחלוץ Taxiing הסעה Taxiles טאכסילס Taximeter מונה Taxiway מסלול הסעה Taxman Taxman Taxobox תבנית:מיון Taxon טקסון TaxonIds/examples/Short-beaked common dolphin דולפין Taxonomy טקסונומיה Taxonomy קטגוריה:טקסונומיה Taxus baccata טקסוס מעונב Taybeh טייבה Taybeh Brewery בירה טייבה Tayeb טייב Tayeb Salih א-טייב צאלח Taygete טייגטה Taygetus טייגטוס Tayibe טייבה Tayk טאיק Taylor טיילור Taylor & Francis טיילור ופרנסיס Taylor Caldwell טיילור קולדוול Taylor Glacier קרחון טיילור Taylor Hawkins טיילור הוקינס Taylor Hicks טיילור היקס Taylor Kinney טיילור קיני Taylor Kitsch טיילור קיטש Taylor Lautner טיילור לאוטנר Taylor Momsen טיילור מומסן Taylor Report אסון הילסבורו#החקירה Taylor Rochestie טיילור רוצ'סטי Taylor Schilling טיילור שילינג Taylor Swift Taylor Swift Taylor Swift טיילור סוויפט Taylor Swift ספר:טיילור סוויפט Taylor Swift קטגוריה:טיילור סוויפט Taylor Swift תבנית:טיילור סוויפט Taylor Swift albums קטגוריה:אלבומי טיילור סוויפט Taylor Swift discography דיסקוגרפיה של טיילור סוויפט Taylor Swift songs קטגוריה:שירי טיילור סוויפט Taylor cone חרוט טיילור Taylor series טור טיילור Taylor–Couette flow זרימת טיילור-קואט Tayma תימא Taymyr טיימיר Taymyr Strait מצר טיימיר Tayra טאירה Tayshaun Prince טיישון פרינס Taytu Betul טיטו בטול Tay–Sachs disease טאי זקס Taz-Mania טאז-מאניה Taza תאזה Tazria פרשת תזריע Taça da Liga גביע הליגה הפורטוגלית Taça de Portugal הגביע הפורטוגלי Taíno טאינו Taï National Park הפארק הלאומי טאי Taťána Kocembová טטיאנה קוצ'מבובה Taṇhā טנהא Tbilisi טביליסי Tbilisi קטגוריה:טביליסי Tbilisi City Assembly מועצת העיר טביליסי Tbilisi City Hall בית עיריית טביליסי Tbilisi Freedom Square כיכר החירות Tbilisi International Airport נמל התעופה הבינלאומי של טביליסי Tbilisi Metro הרכבת התחתית של טביליסי Tbilisi Open Air Museum of Ethnography המוזיאון האתנוגרפי הפתוח של טביליסי Tbilisi Rock Festival פסטיבל הרוק של טביליסי Tbilisi Sioni Cathedral קתדרלת סיוני Tbilisi Spiritual Seminary הסמינר הרוחני של טביליסי Tbilisi Sports Palace ארמון הספורט של טביליסי Tbilisi State Conservatoire הקונסרבטוריון הממלכתי של טביליסי Tbilisi State Medical University האוניברסיטה הממלכתית לרפואה של טביליסי Tbilisi State University האוניברסיטה הממלכתית של טביליסי Tbilisi TV Broadcasting Tower מגדל שידורי הטלוויזיה של טביליסי Tbilisi sea מאגר המים של טביליסי Tbilisoba טביליסובה Tblack93/Drafts/Syrian hamster אוגר זהוב Tbutz/sandbox פילדלפיה פיליז Tcfc2349 User:Tcfc2349 Tchaikovsky Symphony Orchestra תזמורת צ'ייקובסקי של רדיו מוסקבה Tchernichovsky Prize פרס טשרניחובסקי Tcl TCL Tcollapse/Curly Chalker זוט סימס Tcshasaposse/Computational complexity theory סיבוכיות Te Amo Te Amo Te Anau טה אנאו Te Deum טה דאום Te Urewera National Park הפארק הלאומי טה אורוורה Te Wahipounamu טה ואהיפוונמו Tea ארוחת מנחה Tea קטגוריה:תה Tea תה Tea Party מסיבת תה Tea Party movement קטגוריה:תנועת מסיבת התה Tea Party movement תנועת מסיבת התה Tea cosy מטמן Tea houses קטגוריה:בתי תה Tea lady מחלק תה Tea leaf paradox פרדוקס עלי התה Tea party מסיבת תה Tea with Mussolini תה עם מוסוליני Teacher מורה Teacher of Righteousness מורה הצדק Teachers' Day יום המורה Teaching assistant עוזר הוראה Teaching hospital בית חולים#בית חולים אוניברסיטאי Teaching of Jacob דוקטרינת יעקב Teak טיק Team Team Team צוות Team America: World Police טים אמריקה: משטרת העולם Team Fortress 2 Team Fortress 2 Team Fortress Classic Team Fortress Classic Team Foundation Server Team Foundation Server Team Hoyt קבוצת הויט Team RadioShack קבוצת רדיושק Team building גיבוש Team leader ראש צוות TeamSGPrishtina/Prishtina2 פרישטינה TeamSpeak TeamSpeak TeamViewer TeamViewer Teamcenter Teamcenter Teamgrad/sandbox שיחור מזון Teamwork עבודת צוות Teapacks טיפקס Tear gas גז מדמיע Tear in My Heart Tear in My Heart Tear of meniscus קרע במניסקוס Tears דמעות Tears for Fears Tears for Fears Tears in Heaven Tears in Heaven Tears in rain monologue בלייד ראנר#שער טנהאוזר Tears of the Sun דמעות של שמש Teaspoon כפית Teatro Argentina תיאטרון ארג'נטינה Teatro Colón תיאטרו קולון Teatro Comunale di Bologna תיאטרו קומונאלה די בולוניה Teatro Lirico Giuseppe Verdi התיאטרון הלירי ג'וזפה ורדי Teatro Massimo תאטרו מאסימו Teatro Massimo Bellini תיאטרון וינצ'נצו בליני Teatro Real התיאטרון המלכותי Teatro dell'Opera di Roma האופרה של רומא Teatro della Pergola תיאטרו דלה פרגולה Teatro di San Carlo תיאטרון סן קרלו Tebnine תבנין TecSAR טכסאר Tech Model Railroad Club Tech Model Railroad Club Tech N9ne טק ניין TechCrunch TechCrunch Techne טכנה Technetium טכנציום Technetium מיפוי MIBI Technical Ecstasy Technical Ecstasy Technical analysis ניתוח טכני Technical analysis קטגוריה:ניתוח טכני Technical drawing שרטוט טכני Technical intelligence מודיעין טכנולוגי Technical pen רפידוגרף Technical standard תקן Technical writing כתיבה טכנית Technician טכנאי Technicolor טכניקולור Technik Museum Speyer המוזיאון הטכני בשפייר Technikum טכניקום Technion משתמש:Technion Technion Faculty of Aerospace Engineering הפקולטה להנדסת אווירונאוטיקה וחלל Technion Faculty of Electrical Engineering הפקולטה להנדסת חשמל Technion Presidents תבנית:נשיאי הטכניון Technion – Israel Institute of Technology הטכניון - מכון טכנולוגי לישראל Technion – Israel Institute of Technology קטגוריה:הטכניון Technion – Israel Institute of Technology faculty קטגוריה:סגל הטכניון Technisches Museum Wien המוזיאון הטכני של וינה Techno טכנו Technobabble טכנובאבל Technological and Logistics Directorate אגף הטכנולוגיה והלוגיסטיקה Technological convergence התלכדות מדיה Technological determinism דטרמיניזם טכנולוגי Technological singularity סינגולריות טכנולוגית Technological utopianism אוטופיות טכנולוגית Technology Technology Technology טכנולוגיה Technology פורטל:טכנולוגיה Technology קטגוריה:טכנולוגיה Technology and Space Ministry of Science הטכנולוגיה והחלל משרד המדע Technology by type קטגוריה:טכנולוגיה לפי שימוש Technology during World War I כלי נשק במלחמת העולם הראשונה Technology during World War II פיתוחים טכנולוגיים במלחמת העולם השנייה Technology in society קטגוריה:טכנולוגיה בחברה ובתרבות Technology roadmap מפת דרכים טכנולוגית Technology stubs קטגוריה:קצרמר טכנולוגיה Technology websites קטגוריה:אתרי טכנולוגיה Technophilia טכנופיליה Technophobia טכנופוביה Technorati טכנורטי Tecoma capensis טקומית הכף Tectonic plates קטגוריה:לוחות טקטוניים Tectonic plates תבנית:טקטוניקת הלוחות Tectonics קטגוריה:טקטוניקה Tectosilicates קטגוריה:טקטוסיליקטים Tecumseh טקומסה Ted טד Ted 2 טד 2 Ted Arison תד אריסון Ted Bundy טד בנדי Ted Chiang טד צ'יאנג Ted Cruz טד קרוז Ted Danson טד דנסון Ted Deutch טד דויטש Ted Drake טד דרייק Ted Hughes טד יוז Ted Kaczynski טד קצ'ינסקי Ted Kennedy טד קנדי Ted Kooser טד קוסר Ted Lange טד לאנג' Ted Levine טד לוין Ted Ligety טד ליגטי Ted Lindsay Award פרס טד לינדזי Ted Luckenbill טד לאקנביל Ted Meredith טד מרדית' Ted Nash טד נאש Ted Nelson טד נלסון Ted Strickland טד סטריקלנד Ted Tally טד טלי Ted Turner טד טרנר Ted Williams טד ויליאמס Teddy טדי Teddy Award פרס טדי Teddy Kollek טדי קולק Teddy Riner טדי רינר Teddy Sagi טדי שגיא Teddy Scholten טדי סחולטן Teddy Sheringham טדי שרינגהאם Teddy Stadium אצטדיון טדי Teddy Tamgho טדי טאמגו Teddy bear דוב צעצוע Teemu Pukki טימו פוקי Teemu Selänne טמו סלאנה Teemu Tainio טימו טאיניו Teen Angels טין אנג'לס Teen Beach 2 חוף מהסרטים 2 Teen Beach Movie חוף מהסרטים Teen Choice Awards פרסי בחירת הנוער Teen Titans הטיטאנים Teen Titans הטיטאנים הצעירים Teen Titans Go! כוח הטיטאנים Teen Wolf זאב צעיר Teen drama סדרת נעורים Teen dramas קטגוריה:סדרות נעורים Teen film סרט נעורים Teen films קטגוריה:סרטי נעורים Teen idol אליל נוער Teen pop טין פופ Teenage Dream Teenage Dream Teenage Mutant Ninja Turtles צבי הנינג'ה Teenage Mutant Ninja Turtles קטגוריה:צבי הנינג'ה Teenage Mutant Ninja Turtles תבנית:צבי הנינג'ה Teenage Mutant Ninja Turtles II: The Secret of the Ooze צבי הנינג'ה 2: סודו של הריר Teenage Mutant Ninja Turtles characters קטגוריה:דמויות צבי הנינג'ה Teenage Mutant Ninja Turtles films קטגוריה:סרטי צבי הנינג'ה Teenage Mutant Ninja Turtles: Out of the Shadows צבי הנינג'ה: יוצאים מהצללים Tefahot טפחות Tefilat HaDerech תפילת הדרך Tefillin תפילין Tefnut תפנות Tefé טפה Tegart fort מצודות טגארט Tegart forts קטגוריה:מצודות טגארט Tegart's Wall גדר הצפון Tegmen כנפי חפיה Tego Calderón טגו קלדרון Tegra טגרה Tegucigalpa טגוסיגלפה Tehila תהל"ה Tehillat Hashem סידור אדמו"ר הזקן Tehiya התחיה Tehom תהום Tehran טהראן Tehran קטגוריה:טהראן Tehran Conference ועידת טהראן Tehran Grand Bazaar הבזאר הגדול Tehran Metro הרכבת התחתית של טהראן Tehran Museum of Contemporary Art מוזיאון טהראן לאמנות עכשווית Tehran Province טהראן Tehumin תחומין Teicher טייכר Teichoic acid חומצה טיכואית Teide טיידה Teide National Park הפארק הלאומי טיידה Teiidae טגואיים Teiidae קטגוריה:טגואיים Teispes חישפיש Teitelbaum טייטלבוים Tej טג' Tejada טחדה Tekezé River תכזה Tekhelet חידוש מצוות התכלת Tekin Arıburun טקין ארבורון Tekirdağ טקירדא Tekken Tekken Tekken 5 Tekken 5 Tekle Giyorgis I קיסר אתיופיה תקלה גיורגיס הראשון Tekle Giyorgis II קיסר אתיופיה תקלה גיורגיס השני Tekle Haymanot תקלה היימנות Tekle Haymanot I קיסר אתיופיה תקלה היימנות הראשון Tekle Haymanot II קיסר אתיופיה תקלה היימנות השני Tekle Haymanot of Gojjam תקלה היימנות Tekoa תקוע Tektite טקטיט Tel Adashim תל עדשים Tel Afek שמורת טבע עין אפק Tel Arad תל ערד Tel Arza תל ארזה Tel Aviv קטגוריה:תל אביב-יפו Tel Aviv תל אביב-יפו Tel Aviv 2000 Terminal מסוף 2000 Tel Aviv Central Bus Station התחנה המרכזית החדשה של תל אביב Tel Aviv Central Bus Station massacre הפיגוע בתחנה המרכזית הישנה של תל אביב Tel Aviv Cinematheque סינמטק תל אביב Tel Aviv City Hall בית עיריית תל אביב-יפו Tel Aviv Convention Center מרכז הירידים תל אביב Tel Aviv Dan Hotel מלון דן תל אביב Tel Aviv District מחוז תל אביב Tel Aviv District קטגוריה:מחוז תל אביב Tel Aviv District תבנית:מחוז תל אביב Tel Aviv Embassy of the United Kingdom שגרירות בריטניה בישראל Tel Aviv Embassy of the United States שגרירות ארצות הברית בישראל Tel Aviv Ezra שכונת עזרא Tel Aviv Florentin פלורנטין Tel Aviv HaHagana Railway Station תחנת הרכבת תל אביב ההגנה Tel Aviv HaShalom Railway Station תחנת הרכבת תל אביב השלום Tel Aviv International Student Film Festival הפסטיבל הבינלאומי לסרטי סטודנטים Tel Aviv Light Rail מערכת להסעת המונים במטרופולין תל אביב Tel Aviv Luna Park לונה פארק תל אביב Tel Aviv Marathon מרתון תל אביב Tel Aviv Meir Park גן מאיר Tel Aviv Metropolitan Area גוש דן Tel Aviv Municipal LGBT Community Center המרכז העירוני לקהילה הגאה Tel Aviv Museum of Art מוזיאון תל אביב לאמנות Tel Aviv Neve Sha'anan נווה שאנן Tel Aviv Performing Arts Center המשכן לאמנויות הבמה Tel Aviv Pioneers תל אביב פיונירס Tel Aviv Port נמל תל אביב Tel Aviv Pride מצעד הגאווה בתל אביב Tel Aviv Promenade רצועת חוף תל אביב-יפו Tel Aviv Rowing Club מועדון השייטים תל אביב Tel Aviv Savidor Central Railway Station תחנת הרכבת תל אביב מרכז Tel Aviv Shabazi שכונת שבזי Tel Aviv Sourasky Medical Center המרכז הרפואי ת"א ע"ש סוראסקי Tel Aviv South Railway Station תחנת הרכבת תל אביב דרום Tel Aviv St. Anthony's Church כנסיית אנטוניוס הקדוש Tel Aviv Stock Exchange הבורסה לניירות ערך בתל אביב Tel Aviv Stock Exchange קטגוריה:הבורסה לניירות ערך בתל אביב Tel Aviv Towers מגדלי תל אביב Tel Aviv University אוניברסיטת תל אביב Tel Aviv University קטגוריה:אוניברסיטת תל אביב Tel Aviv University Railway Station תחנת הרכבת תל אביב אוניברסיטה Tel Aviv University faculty קטגוריה:סגל אוניברסיטת תל אביב Tel Aviv Zoo גן החיות של תל אביב Tel Aviv and Jaffa deportation גירוש תל אביב Tel Aviv derby הדרבי של תל אביב Tel Aviv–Jerusalem bus 405 suicide attack הפיגוע בקו 405 Tel Baruch תל ברוך Tel Be'er Sheva תל באר שבע Tel Dan Stele כתובת תל דן Tel Dor תל דור Tel Faher קרב תל פאחר Tel Gerisa תל נפוליאון Tel HaShomer תל השומר Tel Hai תל חי Tel Haim תל חיים Tel Hanaton תל חנתון Tel Haror תל הרור Tel Hazor תל חצור Tel Kabri תל כברי Tel Katifa תל קטיפא Tel Katzir תל קציר Tel Lachish תל לכיש Tel Megiddo תל מגידו Tel Michal תל מיכל Tel Mond תל מונד Tel Nof Airbase בסיס תל נוף Tel Rehov תל רחוב Tel Rumeida תל רומיידה Tel Shikmona תל שקמונה Tel Te'omim תל תאומים Tel Yitzhak תל יצחק Tel Yosef תל יוסף Tel Zayit תל זית Tel al-Hawa תל אל-הווא Tel al-Zaatar massacre טבח תל א-זעתר Tel as-Sabi תל שבע Tel-Aviv University Law Review עיוני משפט Tel-Hai Academic College המכללה האקדמית תל-חי Tel-O-Fun תל-אופן Telad טלעד Telamon טלאמון Telangana טלנגאנה Telasi תלאסי Telavi תלאווי Telecinema טלקינמה Telecommunication טלקומוניקציה Telecommunications companies קטגוריה:חברות תקשורת Telecommunications companies of Israel קטגוריה:חברות תקשורת ישראליות Telecommunications companies of the United States קטגוריה:חברות תקשורת אמריקאיות Telecommunications engineering הנדסת מערכות תקשורת Telecommunications engineering קטגוריה:טכנולוגיה תקשורתית Telecommunications in Israel תקשורת בישראל Telecommunications in the Faroe Islands תקשורת באיי פארו Telecommuting עבודה מהבית Teledyne Technologies טלדיין Telefoni Bianchi סרט טלפון לבן Telefunken טלפונקן Telegony טלגוניה Telegram טלגרם Telegraph key מפתח מורס Telegraphy טלגרפיה Telekhany טלחאני Telekom Baskets Bonn טלקום בון Telekom Baskets Bonn players קטגוריה:כדורסלני טלקום בון Telem תלם Telem תנועה להתחדשות ממלכתית Telemachus טלמאכוס Telemark skiing טלמרק Telemarketing טלמרקטינג Telematics טלמטיקה Telemea טלמיה Telemetry טלמטריה Telenești טלנשטי Telenovelas קטגוריה:טלנובלות Teleological argument הטיעון הטלאולוגי Teleology טלאולוגיה Teleost כליל גרמיים Teleostomi גרמיים Teleostomi קטגוריה:גרמיים Telepathy טלפתיה Telephone Telephone Telephone טלפון Telephone call שיחת טלפון Telephone card כרטיס חיוג Telephone directory ספר טלפונים Telephone exchange מרכזייה Telephone network רשת טלפון Telephone number מספר טלפון Telephone number portability ניידות מספרים Telephone numbering plan קידומת טלפון Telephone numbers קטגוריה:מספרי טלפון Telephone numbers in Israel קידומת טלפון בישראל Telephone services קטגוריה:טלפוניה: שירותים Telephone tapping האזנת סתר Telephone token אסימון Telephony טלפוניה Telephony קטגוריה:טלפוניה Telephony תבנית:טלפוניה Telephony Application Programming Interface TAPI Telephoto lens עדשת טלפוטו Teleportation טלפורטציה Teleprinter טלפרינטר Teleprompter טלפרומפטר Telerik טלריק Telescope טלסקופ Telescopes קטגוריה:טלסקופים Telescopic sight כוונת טלסקופית Telescopium טלסקופ Telescopium קטגוריה:קבוצת הכוכבים טלסקופ Telescopus עין חתול Telescopus hoogstraali עין חתול אפור Telese Terme טלזה טרמה Teletext טלטקסט Teletubbies טלטאביז Televisa טלוויסה Television טלוויז'ן Television טלוויזיה Television פורטל:טלוויזיה Television קטגוריה:טלוויזיה Television Infrared Observation Satellite TIROS Television advertisement סרטון פרסומת Television awards קטגוריה:פרסים טלוויזיוניים Television by country קטגוריה:טלוויזיה לפי מדינה Television channel ערוץ טלוויזיה Television channels in Israel קטגוריה:ערוצי טלוויזיה ישראליים Television characters קטגוריה:דמויות טלוויזיוניות Television commercials קטגוריה:פרסומות טלוויזיוניות Television critics קטגוריה:מבקרי טלוויזיה Television director במאי טלוויזיה Television directors קטגוריה:במאי טלוויזיה Television episodes קטגוריה:פרקי טלוויזיה Television film סרט טלוויזיה Television films קטגוריה:סרטי טלוויזיה Television genres קטגוריה:תוכניות טלוויזיה לפי סוגה Television in Argentina קטגוריה:ארגנטינה: טלוויזיה Television in Australia קטגוריה:אוסטרליה: טלוויזיה Television in Austria קטגוריה:אוסטריה: טלוויזיה Television in Belgium קטגוריה:בלגיה: טלוויזיה Television in Canada קטגוריה:קנדה: טלוויזיה Television in France קטגוריה:צרפת: טלוויזיה Television in Georgia קטגוריה:גאורגיה: טלוויזיה Television in Germany קטגוריה:גרמניה: טלוויזיה Television in Iceland קטגוריה:איסלנד: טלוויזיה Television in India קטגוריה:הודו: טלוויזיה Television in Iran קטגוריה:איראן: טלוויזיה Television in Ireland קטגוריה:אירלנד: טלוויזיה Television in Israel טלוויזיה בישראל Television in Israel קטגוריה:ישראל: טלוויזיה Television in Israel תבנית:טלוויזיה ישראלית Television in Japan קטגוריה:יפן: טלוויזיה Television in Mexico קטגוריה:מקסיקו: טלוויזיה Television in New Zealand קטגוריה:ניו זילנד: טלוויזיה Television in Romania קטגוריה:רומניה: טלוויזיה Television in Russia קטגוריה:רוסיה: טלוויזיה Television in Russia רשתות טלוויזיה ברוסיה Television in Russia תבנית:רשתות טלוויזיה רוסיות Television in Scotland קטגוריה:טלוויזיה סקוטית Television in Uruguay קטגוריה:אורוגוואי: טלוויזיה Television in the Soviet Union הטלוויזיה המרכזית של ברית המועצות Television in the Soviet Union קטגוריה:ברית המועצות: טלוויזיה Television in the United Kingdom קטגוריה:בריטניה: טלוויזיה Television in the United States קטגוריה:ארצות הברית: טלוויזיה Television licence אגרת הרדיו והטלוויזיה Television miniseries קטגוריה:מיני-סדרות טלוויזיה Television pilot פיילוט Television presenters קטגוריה:מנחי טלוויזיה Television producers קטגוריה:מפיקי טלוויזיה Television production companies of Israel קטגוריה:חברות הפקה ישראליות Television program תוכנית טלוויזיה Television programmes on Channel 10 קטגוריה:ערוץ 10: תוכניות וסדרות Television programmes on Channel 2 קטגוריה:ערוץ 2: תוכניות וסדרות Television programmes on Yes קטגוריה:Yes הטלוויזיה בלוויין: תוכניות וסדרות Television programming blocks קטגוריה:רצועות שידור בטלוויזיה Television programs קטגוריה:תוכניות טלוויזיה Television programs based on Marvel Comics קטגוריה:מארוול קומיקס - סדרות טלוויזיה Television programs based on comics קטגוריה:סדרות טלוויזיה שמבוססות על קומיקס Television programs based on films קטגוריה:סדרות טלוויזיה המבוססות על סרטים Television programs based on video games קטגוריה:סדרות טלוויזיה שמבוססות על משחקי וידאו Television programs by topic קטגוריה:תוכניות טלוויזיה לפי נושא Television programs featuring puppetry קטגוריה:תוכניות טלוויזיה בכיכובן של בובות Television series קטגוריה:סדרות טלוויזיה Television series by Disney קטגוריה:דיסני: סדרות טלוויזיה Television series by The Jim Henson Company קטגוריה:חברת ג'ים הנסון: סדרות Television series by country קטגוריה:סדרות טלוויזיה לפי מדינה Television series debuts by date קטגוריה:תוכניות טלוויזיה לפי תאריך עלייה לשידור Television series finales קטגוריה:פרקי סיום של סדרות טלוויזיה Television series navigational boxes קטגוריה:תבניות ניווט - תוכניות טלוויזיה Television shows set in New York City קטגוריה:תוכניות טלוויזיה שמתרחשות בניו יורק Television spin-offs קטגוריה:סדרות ספין-אוף Television stations קטגוריה:ערוצי טלוויזיה Television stations by country קטגוריה:ערוצי טלוויזיה לפי מדינה Television stations in China קטגוריה:ערוצי טלוויזיה סיניים Television stubs קטגוריה:קצרמר טלוויזיה Television talk shows קטגוריה:תוכניות אירוח Television technology קטגוריה:טלוויזיה: טכנולוגיה Television terminology קטגוריה:מונחים בטלוויזיה Television writers קטגוריה:תסריטאי טלוויזיה Telex טלגרפיה#טלקס Telfs טלפס Telipinu תלפינוש Tell תל Tell Abu Hawam תל אבו הואם Tell Abu Hureyra תל אבו הוריירה Tell Abyad תל אבייד Tell Afis תל אפיס Tell Arpachiyah תל ארפאצ'ייה Tell Balata תל בלאטה Tell Barri תל ברי Tell Beit Mirsim תל בית מירסים Tell Brak תל ברק Tell Fekheriye תל פחריה Tell Fray תל פרי Tell Halaf תל חלף Tell Leilan תל ליילאן Tell Me Tell Me Tell Me Your Wish Genie Tell No One אל תגלה Tell Qarqur תל קרקור Tell Qasile תל קסילה Tell Sabi Abyad תל סבי אבייד Tell Tayinat תל טאיינאט Tell The Wolves I'm Home תגידו לזאבים שחזרתי הביתה Tell Zeidan תל זיידאן Tell al-Rimah תל א-רימאח Tell el-Ful Royal Palace ארמון המלך חוסיין Tell el-Hesi תל חסי Tell el-Yahudiyeh Ware כלי תל אל-יהודיה Tell es-Sultan תל יריחו Tellarite טלרייטים Teller טלר Tellurium טלור Telly Savalas טלי סוואלס Telmatobius תלמטוביים Telmo Zarra תלמו סארה Telnet Telnet Telnyashka טלניאשקה Telo טלו Telomerase טלומראז Telomere טלומר Telshe yeshiva ישיבת טלז Telstra טלסטרה Telugu language טלוגו Telugu literature ספרות טלוגו Telč טלץ' Telšiai טלז Telšiai County מחוז טלז Telšiai County קטגוריה:מחוז טלז Telšiai District Municipality טלז Teman13/Part of Me Part of Me Tembel hat כובע טמבל Tembien תמביין Temburong District טמבורונג Temeraire טמרייר Temerl Bergson תמריל ברגסון Temistocle Solera טמיסטוקלה סולרה Temminck's stint חופית טמינק Tempe טמפה Tempeh טמפה Tempel 1 טמפל 1 Tempelhof טמפלהוף Tempelhof-Schöneberg טמפלהוף-שנברג Tempera טמפרה Temperament מזג Temperate climate אקלים ממוזג Temperate rainforest יער גשם ממוזג Temperature טמפרטורה Temperature קטגוריה:טמפרטורה Temperature-dependent sex determination קביעת מין תלוית טמפרטורה Tempering חיסום Tempest סערה Templar טמפלרים Template עזרה:תבניות Template documentation pages קטגוריה:דפי תיעוד של תבניות Template editor ויקיפדיה:עורך תבניות Template messages ויקיפדיה:תבנית Template messages/File namespace ויקיפדיה:רשימת תבניות/תמונות Templates for discussion ויקיפדיה:תבנית/אולם דיונים Templates using data from Wikidata קטגוריה:תבניות שמשתמשות בוויקינתונים Temple טמפל Temple מקדש Temple Bar טמפל בר Temple Beth El of Borough Park בית הכנסת בית אל ישראל הצעיר Temple Church כנסיית טמפל Temple Expiatori del Sagrat Cor בזיליקת הלב הקדוש Temple Grandin טמפל גרנדין Temple Mount הר הבית Temple Mount קטגוריה:הר הבית Temple Mount Sifting Project פרויקט סינון עפר הר הבית Temple Mount and Eretz Yisrael Faithful Movement נאמני הר הבית Temple Mount entry restrictions הגבלת כניסה להר הבית Temple Run Temple Run Temple Scroll מגילת המקדש Temple Sinai טמפל סיני Temple Tifereth-Israel בית הכנסת תפארת ישראל Temple University אוניברסיטת טמפל Temple in Jerusalem בית המקדש Temple of Antoninus and Faustina מקדש אנטונינוס ופאוסטינה Temple of Aphaea מקדש אפאיה Temple of Artemis מקדש ארטמיס באפסוס Temple of Athena Nike מקדש אתנה ניקה Temple of Baalshamin מקדש בעל שמין בתדמור Temple of Bel מקדש בל Temple of Caesar מקדש קיסר Temple of Castor and Pollux מקדש קסטור ופולוקס Temple of Concord מקדש קונקורדיה Temple of Debod מקדש דבוד Temple of Earth מקדש האדמה Temple of Edfu מקדש אדפו Temple of Heaven מקדש השמים Temple of Jupiter Optimus Maximus מקדש יופיטר הקפיטוליני Temple of Kom Ombo מקדש קום אומבו Temple of Saturn מקדש סטורנוס Temple of Solomon מקדש שלמה Temple of Venus Genetrix מקדש ונוס גנטריקס Temple of Venus and Roma מקדש ונוס ורומא Temple of Vesta מקדש וסטה Temple of the Dog טמפל אוף דה דוג Temple of the Tooth מקדש השן Temple robes בגדי כהונה Templers טמפלרים Templers קטגוריה:טמפלרים Temples קטגוריה:מקדשים Temples in Japan קטגוריה:יפן: מקדשים Templo Mayor טמפלו מאיור Templul Coral בית הכנסת הכוראלי של בוקרשט Tempo מפעם Tempo Beer Industries טמפו משקאות Tempo rubato רובטו Temporal Cold War מלחמת הזמן הקרה Temporal bone עצם הרקה Temporal lobe האונה הרקתית Temporal lobe epilepsy אפילפסיה של אונה רקתית Temporal logic לוגיקת זמן Temporal paradox פרדוקס של מסע בזמן Temporary Autonomous Zone T.A.Z: אזור אוטונומי ארעי Temporary International Presence in Hebron הנוכחות הבינלאומית הזמנית בחברון Temporary Judges of the Supreme Court of Israel קטגוריה:שופטים במינוי זמני בבית המשפט העליון Temporary file קובץ זמני Temporomandibular joint מפרק לסתי-רקתי Temppeliaukio Church כנסיית טמפליאוקיו Temptation פיתוי Temptation of Christ פיתויו של ישו Temptations Temptations Tempura טמפורה Temuco טמוקו Temur Iakobashvili תמור יעקובשווילי Temur Ketsbaia תמורי כצבאיה Temurah צופן אתב"ש Temurah תמורה Ten Ten Ten טן Ten American Painters העשירייה Ten Boom Museum מוזיאון טן בום Ten Commandments עשרת הדיברות Ten Commandments תבנית:עשרת הדיברות Ten Days That Shook the World עשרת הימים שזעזעו את העולם Ten Days of Repentance עשרת ימי תשובה Ten Lost Tribes עשרת השבטים Ten Lost Tribes קטגוריה:שבטי ישראל האבודים Ten Martyrs עשרת הרוגי מלכות Ten Years After Ten Years After Ten Years' War מלחמת עשר השנים Ten percent of the brain myth מיתוס עשרת האחוזים של המוח Ten things you may not know about Wikipedia ויקיפדיה:עשרה דברים שאולי לא ידעתם על ויקיפדיה Ten-Day War מלחמת עשרת הימים Ten-pin bowling כדורת TenBaseT User:TenBaseT Tenacious D טניישס די Tenacious D in The Pick of Destiny מפרט הגורל Tencent Tencent Tender מכרז Tender Is the Night ענוג הוא הלילה Tender offer הצעת רכש Tendon גיד Tenedos בוזג'אאדה Teneh Omarim טנא עומרים Tenement בית דירות Tenerife טנריף Tenerife Candelaria קאנדלאריה Tenerife airport disaster אסון המטוסים בטנריף Tengiz Abuladze תנגיז אבולדזה Tengiz Kitovani תנגיז קיטובאני Tengiz Sigua תנגיז סיגואה Tengiz Sulakvelidze תנגיז סולכוולידזה Teni Tadevosyan IPod Touch Tenkai Knights משתמש:Persephone Diggen/אבירי הטנקאיי Tennant טננט Tennant Creek טננט קריק Tennents' Sixes שישיות טננט Tennessee טנסי Tennessee קטגוריה:טנסי Tennessee תבנית:טנסי Tennessee Chattanooga צ'טנוגה Tennessee Clarksville קלארקסוויל Tennessee Johnson City ג'ונסון סיטי Tennessee Knoxville נוקסוויל Tennessee Marshall County מחוז מרשל Tennessee Memphis ממפיס Tennessee Moore County מחוז מור Tennessee Murfreesboro מרפריסבורו Tennessee Nashville נאשוויל Tennessee Nashville קטגוריה:נאשוויל Tennessee Oak Ridge אוק רידג' Tennessee River טנסי Tennessee State Capitol קפיטול מדינת טנסי Tennessee Titans טנסי טייטאנס Tennessee Valley Authority רשות עמק טנסי Tennessee Volunteers basketball players קטגוריה:כדורסלני אוניברסיטת טנסי Tennessee Williams טנסי ויליאמס Tennessee counties קטגוריה:טנסי: מחוזות Tennessee whiskey טנסי ויסקי Tennessee whiskey קטגוריה:ויסקי טנסי Tennis טניס Tennis קטגוריה:טניס Tennis Borussia Berlin players קטגוריה:כדורגלני טניס בורוסיה ברלין Tennis Court Tennis Court Tennis at the 1896 Summer Olympics טניס באולימפיאדת אתונה Tennis at the 1900 Summer Olympics טניס באולימפיאדת פריז Tennis at the 1904 Summer Olympics טניס באולימפיאדת סנט לואיס Tennis at the 1908 Summer Olympics טניס באולימפיאדת לונדון Tennis at the 1912 Summer Olympics טניס באולימפיאדת סטוקהולם Tennis at the 1920 Summer Olympics טניס באולימפיאדת אנטוורפן Tennis at the 1924 Summer Olympics טניס באולימפיאדת פריז Tennis at the 1988 Summer Olympics טניס באולימפיאדת סיאול Tennis at the 1992 Summer Olympics טניס באולימפיאדת ברצלונה Tennis at the 1996 Summer Olympics טניס באולימפיאדת אטלנטה Tennis at the 2000 Summer Olympics טניס באולימפיאדת סידני Tennis at the 2004 Summer Olympics טניס באולימפיאדת אתונה Tennis at the 2008 Summer Olympics טניס באולימפיאדת בייג'ינג Tennis at the 2012 Summer Olympics טניס באולימפיאדת לונדון Tennis at the Summer Olympics טניס במשחקים האולימפיים Tennis at the Summer Olympics קטגוריה:טניס במשחקים האולימפיים Tennis at the Summer Olympics תבנית:טניס באולימפיאדות Tennis ball כדור טניס Tennis court אצטדיון טניס Tennis doubles teams קטגוריה:צמדי טניסאים Tennis elbow מרפק טניס Tennis equipment קטגוריה:ציוד טניס Tennis in Israel קטגוריה:טניס ישראלי Tennis in Russia קטגוריה:טניס רוסי Tennis navigational boxes קטגוריה:תבניות ניווט - טניס Tennis players קטגוריה:טניסאים Tennis players from Georgia קטגוריה:טניסאים גאורגים Tennis shots קטגוריה:חבטות טניס Tennis stubs קטגוריה:קצרמר טניס Tennis tournaments קטגוריה:תחרויות טניס Tennis venues קטגוריה:אצטדיוני טניס Tennisuser123/STS-135 STS-135 Tenochtitlan טנוצ'טיטלאן Tenontosaurus טנונטוזאורוס Tenor טנור Tenrec טנרקיים Tenrikyo טנריקיו Tensile structure כבל Tension מתיחות Tension headache כאב ראש מתחי Tensor טנזור Tensor algebra אלגברת הטנזורים Tensor fasciae latae muscle השריר מותח המחתלה הרחבה Tensor product מכפלה טנזורית Tensors קטגוריה:טנזורים Tent אוהל Tentacle משוש Tenth Amendment to the United States Constitution התיקון העשירי לחוקת ארצות הברית Tenth Army הארמייה העשירית Tenth Avenue השדרה העשירית Tenth Battle of the Isonzo הקרב העשירי על האיזונצו Tenth United States Army הארמייה העשירית של ארצות הברית Tenth government of Israel ממשלת ישראל העשירית Tenth of Tevet עשרה בטבת Tenzin Palmo טנזין פאלמו Tenzing Norgay טנזינג נורגיי Teo Macero תיאו מסרו Teodato Ipato תאודאטו איפאטו Teodor Teodorov תאודור תאודורוב Teofipol טאופיפול Teohari Georgescu תאוהרי ג'אורג'סקו Teorema תיאורמה Teos of Egypt טאוס Teotihuacan טאוטיווקאן Tepal עטיף Tepe Gawra תבה ע'אורא Teperberg 1870 יקב טפרברג 1870 Tephigram טפיגרמה Tephra טפרה Tephroite טפרואיט Tepic טפיק Teplice טפליצה Teplyk טפליק Teplyk Raion Sobolivka סובוליבקה Tequila Tequila Tequila טקילה Tequila קטגוריה:טקילה Tequila Sunrise טקילה סאן רייז Tequixquiac טקיסקיאק Tera- תחיליות במערכת היחידות הבינלאומית#טרה Terah תרח Teraina טריינה Teramo טראמו Teramo Basket טראמו באסקט Teramo Basket players קטגוריה:כדורסלני טראמו Teraphim תרפים Teratology טרטולוגיה Teratoma טרטומה Terauchi Masatake טראוצ'י מסטאקה Terbinafine טרבינאפין Terbium טרביום Tercera División הליגה הספרדית הרביעית בכדורגל Terebovlia טרבובליה Terebridae מקדחיים Teredo navalis טרדו נאוואליס Terefah טרפה Terek River טרק Terem Palace ארמון טרם Terence פובליוס טרנטיוס אפר Terence Hill טרנס היל Terence Kongolo טרנס קונגולו Terence McEwen טרנס מקיואן Terence McKenna טרנס מק'קנה Terence Morris טרנס מוריס Terence Parkin טרנס פרקין Terence Reese טרנס ריס Terence Stamp טרנס סטמפ Terence Tao טרנס טאו Terengganu טרנגנו Terephthalic acid חומצה טרפתלית Teres major muscle השריר העגול הגדול Teres minor muscle השריר העגול הקטן Teresa תרזה Teresa Andersen תרזה אנדרסן Teresa Berganza תרזה ברגנצה Teresa Carreño טרסה קארניו Teresa Palmer טרסה פאלמר Teresa Stolz טרזה שטולץ Teresa Teng טרזה טנג Teresa Wright תרזה רייט Teresa de Cartagena תרזה מקרטחנה Teresa of the Andes תרזה הקדושה מלוס אנדס Teresa of Ávila תרסה מאווילה Teresina תרזינה Tereska Torrès טרסקה טורס Terespol טרספול Tereus טראוס Terevaka מאונגה טרוואקה Tereza Marinova תרזה מרינובה Teri Ann Linn טרי אן לין Teri Garr טרי גאר Teri Hatcher טרי האטצ'ר Teriyaki רוטב טריאקי Terje Rød-Larsen טריה לארסן Terjola Municipality נפת תרג'ולה Term logic הלוגיקה של אריסטו Termessos טרמסוס Termez טרמז Terminal טרמינל Terminal High Altitude Area Defense הגנה מרחבית בגובה רב Terminal Tower מגדל טרמינל Terminal emulator מדמה מסוף Terminal emulators קטגוריה:מדמי מסוף Terminal illness מחלה סופנית Terminate Terminate Terminate and stay resident program תוכנית TSR Termination of employment פיטורים Terminator המחסל Terminator תבנית:סדרת שליחות קטלנית Terminator 2: Judgment Day שליחות קטלנית 2: יום הדין Terminator 3: Rise of the Machines שליחות קטלנית 3: עלייתן של המכונות Terminator Genisys שליחות קטלנית: ג'נסיס Terminator Salvation שליחות קטלנית: התעוררות Terminator: The Sarah Connor Chronicles טרמינייטור Terminologia Anatomica טרמינולוגיה אנטומיקה Terminology טרמינולוגיה Terminology קטגוריה:מונחים Terminology of Nazi concentration camps קטגוריה:טרמינולוגיה של מחנות ריכוז Terminus טרמינוס Termite טרמיטאים Termites קטגוריה:טרמיטאים Termoli טרמולי Terms of Endearment תנאים של חיבה Tern שחפיתיים Ternana Calcio players קטגוריה:כדורגלני טרננה Ternate טרנאטה Terneuzen טרנאוזן Terni טרני Ternitz תרניץ Ternopil טרנופול Ternopil Oblast טרנופול Ternopil Oblast קטגוריה:מחוז טרנופול Terns קטגוריה:שחפיתיים Tero Pitkämäki טרו פיטקמקי Terpene טרפן Terpenes and terpenoids קטגוריה:טרפנואידים Terpsichore טרפסיכורה Terqa תרקה Terra טרה Terra Nivium ארץ השלגים Terra Nova טרה נובה Terra Nova Bay מפרץ טרה נובה Terra Nova Expedition משלחת טרה נובה Terra incognita טרה אינקוגניטה Terra nullius טרה נוליוס Terra rossa טרה רוסה TerraCycle טרהסייקל TerraSAR-X Terra SAR X Terrace טרסה Terraced house בית טורי Terracotta טרקוטה Terracotta Army צבא הטרקוטה Terrae on Mars קטגוריה:ארצות מאדים Terraforming הארצה Terraforming of Mars הארצת מאדים Terramare culture תרבות טראמרה Terrane פיסת קרום Terrax טראקס Terrazzo טרצו Terrell Brandon טרל ברנדון Terrell McIntyre טרל מקנטייר Terrence Boyd טרנס בויד Terrence Howard טרנס הווארד Terrence Jones טרנס ג'ונס Terrence Malick טרנס מאליק Terrence Ross טרנס רוס Terrestrial locomotion תנועת בעלי חיים ביבשה Terrestrial planet כוכב לכת ארצי Terrible Certainty Terrible Certainty Terrier טריירים Territorial Abbey of Farfa מנזר פרפה Territorial Defense כוחות ההגנה הטריטוריאלית Territorial War Medal מדליית המלחמה של הכוח הטריטוריאלי Territorial disputes קטגוריה:חבלי ארץ במחלוקת Territorial disputes in the South China Sea סכסוכים טריטוריאליים בים סין הדרומי Territorial integrity שלמות טריטוריאלית Territorial jurisdiction סמכות מקומית Territorial symbols of Nunavut קטגוריה:נונאווט: סמלים Territorial symbols of Yukon קטגוריה:יוקון: סמלים Territorial waters מים טריטוריאליים Territorialism טריטוריאליזם Territory טריטוריה Territory of New Guinea גינאה החדשה Territory of Papua פפואה Terroir טרואר Terror management theory תאוריית ניהול האימה Terrorism טרור Terrorism קטגוריה:טרור Terrorism and Kebab הטרור והקבב Terrorism deaths in Israel קטגוריה:חללי טרור בישראל Terrorism in France פעולות טרור בצרפת Terrorism in Israel קטגוריה:טרור בישראל Terrorism in Northern Ireland קטגוריה:פיגועי טרור בצפון אירלנד Terrorism in Russia קטגוריה:טרור ברוסיה Terrorism in the European Union פעולות טרור באירופה Terrorism in the United Kingdom קטגוריה:פיגועי טרור בבריטניה Terrorism in the United States קטגוריה:טרור בארצות הברית Terrorism tactics קטגוריה:טקטיקות בטרור Terrorism victims קטגוריה:חללי טרור Terrorist attacks on airports קטגוריה:פיגועים בנמלי תעופה Terrorist incidents קטגוריה:פיגועי טרור Terrorist incidents against shipping קטגוריה:פיגועים נגד כלי שיט Terrorist incidents by country קטגוריה:פיגועי טרור לפי מדינה Terrorist incidents by year קטגוריה:פעולות טרור לפי שנה Terrorist incidents in 1954 קטגוריה:פעולות טרור ב-1954 Terrorist incidents in 1968 קטגוריה:פעולות טרור ב-1968 Terrorist incidents in 1969 קטגוריה:פעולות טרור ב-1969 Terrorist incidents in 1970 קטגוריה:פעולות טרור ב-1970 Terrorist incidents in 1971 קטגוריה:פעולות טרור ב-1971 Terrorist incidents in 1972 קטגוריה:פעולות טרור ב-1972 Terrorist incidents in 1973 קטגוריה:פעולות טרור ב-1973 Terrorist incidents in 1974 קטגוריה:פעולות טרור ב-1974 Terrorist incidents in 1975 קטגוריה:פעולות טרור ב-1975 Terrorist incidents in 1976 קטגוריה:פעולות טרור ב-1976 Terrorist incidents in 1977 קטגוריה:פעולות טרור ב-1977 Terrorist incidents in 1978 קטגוריה:פעולות טרור ב-1978 Terrorist incidents in 1979 קטגוריה:פעולות טרור ב-1979 Terrorist incidents in 1980 קטגוריה:פעולות טרור ב-1980 Terrorist incidents in 1981 קטגוריה:פעולות טרור ב-1981 Terrorist incidents in 1983 קטגוריה:פעולות טרור ב-1983 Terrorist incidents in 1984 קטגוריה:פעולות טרור ב-1984 Terrorist incidents in 1985 קטגוריה:פעולות טרור ב-1985 Terrorist incidents in 1986 קטגוריה:פעולות טרור ב-1986 Terrorist incidents in 1987 קטגוריה:פעולות טרור ב-1987 Terrorist incidents in 1988 קטגוריה:פעולות טרור ב-1988 Terrorist incidents in 1989 קטגוריה:פעולות טרור ב-1989 Terrorist incidents in 1992 קטגוריה:פעולות טרור ב-1992 Terrorist incidents in 1993 קטגוריה:פעולות טרור ב-1993 Terrorist incidents in 1994 קטגוריה:פעולות טרור ב-1994 Terrorist incidents in 1995 קטגוריה:פעולות טרור ב-1995 Terrorist incidents in 1996 קטגוריה:פעולות טרור ב-1996 Terrorist incidents in 1997 קטגוריה:פעולות טרור ב-1997 Terrorist incidents in 1998 קטגוריה:פעולות טרור ב-1998 Terrorist incidents in 2001 קטגוריה:פעולות טרור ב-2001 Terrorist incidents in 2002 קטגוריה:פעולות טרור ב-2002 Terrorist incidents in 2003 קטגוריה:פעולות טרור ב-2003 Terrorist incidents in 2004 קטגוריה:פעולות טרור ב-2004 Terrorist incidents in 2005 קטגוריה:פעולות טרור ב-2005 Terrorist incidents in 2007 קטגוריה:פעולות טרור ב-2007 Terrorist incidents in 2008 קטגוריה:פעולות טרור ב-2008 Terrorist incidents in 2011 קטגוריה:פעולות טרור ב-2011 Terrorist incidents in 2012 קטגוריה:פעולות טרור ב-2012 Terrorist incidents in 2013 קטגוריה:פעולות טרור ב-2013 Terrorist incidents in 2014 קטגוריה:פעולות טרור ב-2014 Terrorist incidents in 2015 קטגוריה:פעולות טרור ב-2015 Terrorist incidents in 2016 קטגוריה:פעולות טרור ב-2016 Terrorist incidents in Egypt קטגוריה:פיגועי טרור במצרים Terrorist incidents in France קטגוריה:פיגועי טרור בצרפת Terrorist incidents in Israel קטגוריה:ישראל: פיגועים Terrorist incidents in Israel in 2001 קטגוריה:פיגועי טרור בישראל ב-2001 Terrorist incidents in Israel in 2002 קטגוריה:פיגועי טרור בישראל ב-2002 Terrorist incidents in Jerusalem קטגוריה:ירושלים: פיגועים Terrorist incidents in Kenya קטגוריה:פיגועי טרור בקניה Terrorist incidents in London קטגוריה:לונדון: טרור Terrorist incidents in Moscow קטגוריה:פיגועי טרור במוסקבה Terrorist incidents in Pakistan קטגוריה:פיגועי טרור בפקיסטן Terrorist incidents in Paris קטגוריה:פריז: פיגועי טרור Terrorist incidents in Russia קטגוריה:פיגועי טרור ברוסיה Terrorist incidents in Tel Aviv קטגוריה:תל אביב: פיגועים Terrorist incidents in Turkey קטגוריה:פיגועי טרור בטורקיה Terrorist incidents in civil aviation קטגוריה:פיגועים נגד מטוסים Terrorist incidents in the United States קטגוריה:פיגועי טרור בארצות הברית Terry טרי Terry Balsamo טרי בלסאמו Terry Bisson טרי ביסון Terry Bradshaw טרי בראדשו Terry Branstad טרי ברנסטאד Terry Crews טרי קרוז Terry Cummings טרי קאמינגס Terry Eagleton טרי איגלטון Terry Farrell טרי פארל Terry Francona טרי פרנקונה Terry Gilliam טרי גיליאם Terry Goodkind טרי גודקיינד Terry Jones טרי ג'ונס Terry Mancini טרי מנצ'יני Terry McAuliffe טרי מקאוליף Terry Moore טרי מור Terry Neill טרי ניל Terry O'Quinn טרי אוקווין Terry Poison טרי פויזן Terry Porter טרי פורטר Terry Pratchett טרי פראצ'ט Terry Richardson טרי ריצ'רדסון Terry Venables טרי ונבלס Terry Wogan טרי ווגן Tertiary שלישון Tertiary source מקור שלישוני Tertium comparationis Tertium comparationis Tertullian טרטוליאנוס Terumah פרשת תרומה Terumah תרומה Terumat hamaaser תרומת מעשר Terumot מסכת תרומות Teruo Nakamura טראו נקמורה Teruyuki Okazaki טרויוקי אוקאזקי Tervel of Bulgaria טרבל Terza rima טרצינה Teräsbetoni טרסבטוני Tesama Moogas טסמה מוגס Tesco טסקו Tesco Lotus טסקו לוטוס Teseney טסניי Teshub אל הסער האנטולי Tesla טסלה Tesla Model S טסלה Model S Tesla Model X טסלה Model X Tesla Motors טסלה מוטורס Tesla Motors קטגוריה:טסלה מוטורס Tesla Powerwall פאוורוול Tesla coil סליל טסלה Tess טס Tess Harper טס הרפר Tess of the D'Urbervilles טס לבית דרברוויל Tess of the d'Urbervilles טס לבית דרברוויל Tessa Peake-Jones טסה פיק-ג'ונס Tessellation ריצוף של המישור Tesseract טסרקט Tesspub/sandbox האיקו Test מבחן Test תבנית:ניסויים Test Drive Test Drive Test Site אתר ניסוי Test Track טסט טרק Test anxiety חרדת בחינות Test automation בדיקות תוכנה ממוכנות Test card תבנית בדיקה Test case מקרה בדיקה Test light טסטר Test of English as a Foreign Language TOEFL Test of Variables of Attention מבחן TOVA Test pilot טייס ניסוי Test pilots קטגוריה:טייסי ניסוי Test script תסריט בדיקת תוכנה Test tube מבחנה Test-driven development פיתוח מונחה-בדיקות Testaccio טסטאצ'יו Testament טסטמנט Testament of Abraham צוואת אברהם Testament of Job דברי איוב Testaments of the Twelve Patriarchs צוואות השבטים Testery טסטרי Testicle אשך Testicular torsion תסביב אשך Testimony עדות Testimony in Jewish law עדות Testing cosmetics on animals ניסויים בבעלי חיים בתעשיית הקוסמטיקה Testis determining factor SRY Testmwiki/Test ראדום Testosterone טסטוסטרון Tests קטגוריה:בדיקות Testudines תבנית:צבים Testudinidae קטגוריה:צבים יבשתיים Testudinoidea צבי יבשה Testudo צב יבשה Testudo formation טסטודו Tet חג הטט Tet Offensive מתקפת טט Tetanurae טטנורים Tetanus טטנוס Teteh Bangura איברהים באנגורה Teteven טטוון Tethered particle motion תנועת חלקיק קשור Tethys טתיס Tethys תטיס Tethys Ocean ים טתיס Tetiana Protcheva טטיאנה פרוטצ'בה Tetnuldi תתנולדי Teton Range רכס טיטון Tetovo טטובו Tetrachord טטרקורד Tetracycline טטרציקלין Tetrad of media effects דטרמיניזם טכנולוגי Tetradrachm טטרדרכמא Tetragonal crystal system המערכת הגבישית הטטרגונלית Tetragrammaton השם המפורש Tetrahedron ארבעון Tetrahydrocannabinol THC Tetrahydrofuran טטרה הידרו פוראן Tetraodontidae נפוחיתיים Tetraodontiformes נפוחתאים Tetraodontiformes קטגוריה:נפוחתאים Tetraoninae קטגוריה:שכווים Tetraphobia פחד מהספרה ארבע Tetrapod בעלי ארבע רגליים Tetrapods קטגוריה:בעלי ארבע רגליים Tetrapylon טטרפילון Tetraquark טטראקווארק Tetrarchy טטררכיה Tetration טטרציה Tetri תתרי Tetri Giorgi תתרי גיאורגי Tetris טטריס Tetrodotoxin טטרודוטוקסין Tetsu Katayama טצו קאטיאמה Tetsuya Wakuda טטסויה ואקודה Tettigoniidae חרגוליים Tetum language טטום Tetzaveh פרשת תצוה Teucrium געדה TeunSpaans/testtaxobox2 אדומיות Teutoburg Forest יער טויטובורג Teutonic Order המסדר הטבטוני Teutons טווטונים Teva Pharmaceutical Industries טבע תעשיות פרמצבטיות Tevele Schiff דוד שיף Tevet טבת Tevet קטגוריה:טבת Tevfik Fikret טוופיק פיקרט Tevilat Kelim טבילת כלים Tevye טביה החולב Tevye and His Seven Daughters טוביה ושבע בנותיו Tewfik Pasha תאופיק פאשא Tewodros I קיסר אתיופיה תוודרוס הראשון Tewodros II קיסר אתיופיה תוודרוס השני Tewoflos קיסר אתיופיה טאוופלוס Tex Murphy טקס מרפי Texaco Cup גביע טקסקו Texas טקסס Texas קטגוריה:טקסס Texas תבנית:טקסס Texas A&M University אוניברסיטת טקסס A&M Texas Abilene אבילין Texas Amarillo אמרילו Texas Arlington ארלינגטון Texas Austin אוסטין Texas Austin קטגוריה:אוסטין Texas Brownsville בראונסוויל Texas City disaster אסון טקסס סיטי Texas Corpus Christi קורפוס כריסטי Texas Dallas קטגוריה:דאלאס Texas Declaration of Independence הכרזת העצמאות של טקסס Texas Denison דניסון Texas Ding Dong דינג דונג Texas El Paso אל פאסו Texas Fort Worth פורט וורת' Texas Harlingen הרלינגן Texas Houston קטגוריה:יוסטון Texas Instruments טקסס אינסטרומנטס Texas Killeen קילין Texas Laredo לארדו Texas Legends טקסס לג'נדס Texas Longhorns men's basketball players קטגוריה:כדורסלני אוניברסיטת טקסס באוסטין Texas Lubbock לאבק Texas McAllen מקאלן Texas Midland מידלנד Texas Paris טקסס פריז Texas Plano פלאנו Texas Ranger Division טקסס ריינג'רס Texas Ranger Walker ווקר Texas Rangers טקסס ריינג'רס Texas Revolution המהפכה הטקסנית Texas San Angelo סן אנג'לו Texas Sports in Dallas קטגוריה:דאלאס: ספורט Texas Sports in Houston קטגוריה:יוסטון: ספורט Texas State Capitol קפיטול מדינת טקסס Texas Waco וייקו Texas Waco קטגוריה:וייקו Texas blues טקסס בלוז Texas culture קטגוריה:טקסס: תרבות Texas hold 'em טקסס הולדם Texas horned lizard איגואנית מקרינה טקסנית Texas sharpshooter fallacy כשל הצלף הבודד Texas wolf זאב טקסס Texel טסל Texhnolyze טכנולייז Text טקסט Text editor עורך טקסט Text editors קטגוריה:עורכי טקסט Text file קובץ טקסט Text file formats קטגוריה:קובצי טקסט Text of Creative Commons Attribution-ShareAlike 3.0 Unported License ויקיפדיה:רישיון Creative Commons ייחוס-שיתוף זהה 3.0 לא מותאם Text of the GNU Free Documentation License ויקיפדיה:GNU FDL Textbook ספר לימוד Textbook writers קטגוריה:מחברי ספרי לימוד Textbooks קטגוריה:ספרי לימוד Textile טקסטיל Textile arts עיצוב טקסטיל Textile arts קטגוריה:אמנות טקסטיל Textile companies קטגוריה:תעשיית טקסטיל Textile companies by country קטגוריה:תעשיית טקסטיל לפי מדינה Textile companies of the United States קטגוריה:ארצות הברית: תעשיית טקסטיל Textile industry קטגוריה:תעשיית טקסטיל Textile industry by country קטגוריה:תעשיית טקסטיל לפי מדינה Textile stubs קטגוריה:קצרמר טקסטיל Textiles קטגוריה:טקסטיל Textron טקסטרון Textual criticism ביקורת נוסח המקרא Textual entailment גרירה טקסטואלית Texture מרקם Teymuraz Bagration תאימורז בגרטיוני Teyuwasu טיוווסו Teófilo Cubillas תיאופילו קוביאס Teófilo Gutiérrez טאופילו גוטיירס Teófilo Yldefonso טאופילו אילדפונסו ThT משתמש:ThT Tha Blue Carpet Treatment Tha Blue Carpet Treatment Tha Crossroads Tha Crossroads Tha Dogg Pound Tha Dogg Pound Tha Doggfather Tha Doggfather Tha Last Meal Tha Last Meal Thabo Mbeki תאבו מבקי Thabo Sefolosha תאבו ספולושה Thad Allen ת'אד אלן Thad Cochran ת'אד קוקרן Thaddeus Young ת'דאוס יאנג Thai AirAsia אייר אסיה תאי Thai Airways תאי איירווייז אינטרנשיונל Thai National Anthem המנון תאילנד Thai Smile תאי סמייל Thai baht באט Thai billionaires קטגוריה:מיליארדרים תאילנדים Thai businesspeople קטגוריה:אנשי עסקים תאילנדים Thai cuisine המטבח התאילנדי Thai cuisine קטגוריה:המטבח התאילנדי Thai culture קטגוריה:תאילנד: תרבות Thai films קטגוריה:סרטים תאילנדיים Thai language תאית Thai massage עיסוי תאילנדי Thai military personnel קטגוריה:אנשי צבא תאילנדים Thai monarchs קטגוריה:מלכי תאילנד Thai people קטגוריה:תאילנדים Thai politicians קטגוריה:פוליטיקאים תאילנדים Thailand ספר:תאילנד Thailand קטגוריה:תאילנד Thailand תאילנד Thailand Pai פאי Thailand at the Olympics תאילנד במשחקים האולימפיים Thailand at the Paralympics תאילנד במשחקים הפאראלימפיים Thailand national basketball team נבחרת תאילנד בכדורסל Thailand national football team נבחרת תאילנד בכדורגל Thailand stubs קטגוריה:קצרמר תאילנד Thailand templates קטגוריה:תבניות ניווט - תאילנד Thailand women's national football team נבחרת תאילנד בכדורגל נשים Thais ארגמנית Thais lacera ארגמנית מהגרת Thaksin Shinawatra תאקסין צ'ינוואט Thalamus תלמוס Thalassa תלסה Thalassemia תלסמיה Thaler טאלר Thales תאלס Thales Group קבוצת תאלס Thales Watchkeeper WK450 ווטשקיפר Thales' theorem משפט תאלס#המשפט השני Thali טאלי Thalia תאליה Thalidomide תלידומיד Thallium תליום Thallus יצע Thalweg דרך העמק Thalys Thalys Thalía טליה Thames Barrier מחסום התמזה Thames Diamond Jubilee Pageant משט יובל היהלום Thames Embankment רציף התמזה Thames House בית התמזה Than Shwe טהאן שווה Thanatos תנטוס Thandie Newton טנדי ניוטון Thank You for the Music Thank You for the Music Thank you very much תבנית:תודה רבה Thankful Thankful Thankful Album.PNG תמונה:Kelly Clarkson Thankful.jpg Thanks תבנית:תודה Thanks for Everything! Julie Newmar To Wong Foo קדילאק של סופשבוע Thanksgiving חג ההודיה Thanos תנוס Thapsacus תפסח Thar Desert טהאר That '70s Show מופע שנות ה-70 That One Night: Live in Buenos Aires That One Night: Live in Buenos Aires That Thing You Do! מה שאת עושה לי That that is is that that is not is not is that it it is That that is is that that is not is not is that it it is That's Life That's Life That's My Ghost! Dude זאת הרוח שלי! אחי That's So Raven כל כך רייבן That's What I'm Not Whatever People Say I Am That's What I'm Not Whatever People Say I Am Thatta טהאטה Thaumetopoeidae קטגוריה:תהלוכניים Thaïs תיאיס The 100 המאה The 120 Days of Sodom 120 הימים של סדום The 13th Floor Elevators מעליות הקומה ה-13 The 20/20 Experience The 20/20 Experience The 20/20 Experience – 2 of 2 The 20/20 Experience 2 of 2 The 25th Hour השעה ה-25 The 2nd Law The 2nd Law The 33 33 כנגד כל הסיכויים The 39 Clues 39 רמזים The 39 Clues קטגוריה:39 רמזים The 39 Clues תבנית:39 רמזים The 39 Steps 39 המדרגות The 40-Year-Old Virgin בתול בן ארבעים The 400 Blows 400 המלקות The 4400 ה-4400 The 48 Laws of Power כוח: 48 החוקים The 6th Day היום השישי The 7D חבורת 7ג' The 81st Blow המכה ה-81 The 925 Building בניין בנק הנטינגטון The 99 ה-99 The A-Team צוות לעניין The Abbey Road E.P. The Abbey Road E.P. The Abraham Fund Initiatives יוזמות קרן אברהם The Abyss היצירה בשחור The Academy Is... דה אקדמי איז... The Accused הנאשמים The Acharnians האכארנים The Addams Family משפחת אדמס The Admirable Crichton קרייטון המרשים The Admiral אדמירל The Adventure Series הרביעייה והתוכי The Adventure of Archaeology ארכיאולוגיה כהרפתקה The Adventure of the Blue Carbuncle הרפתקת הכדכוד הכחול The Adventures of Baron Munchausen הרפתקאות הברון מינכהאוזן The Adventures of Hello Kitty & Friends מיצי מימי ועוד The Adventures of Ichabod and Mr. Toad הרפתקאות איכבוד ומר טוד The Adventures of Jimmy Neutron: Boy Genius ג'ימי ניוטרון The Adventures of Peter Pan פיטר פן The Adventures of Pinocchio פינוקיו The Adventures of Puss in Boots הרפתקאות החתול במגפיים The Adventures of Rocky and Bullwinkle הרפתקאות רוקי ובולווינקל The Adventures of Sherlock Holmes הרפתקאותיו של שרלוק הולמס The Adventures of Tintin הרפתקאותיו של טינטין: סודו של חד הקרן The Adventures of Tintin טינטין The Adventures of Tom Bombadil הרפתקאות תום בומבדיל The Adventures of Tom Sawyer הרפתקאותיו של תום סויר The Adventures of Tom Sawyer תום סויר The Advocate אדבוקט The Aerosol Grey Machine The Aerosol Grey Machine The Affair הרומן The Afghan האפגאני The Afghan Whigs The Afghan Whigs The African Queen מלכה אפריקאית The Age The Age The Age of Adaline הסיפור של אדליין The Age of Bronze עידן הברונזה The Age of Reason עידן התבונה The Age of Spiritual Machines עידן המכונות החושבות The Alamo האלמו The Alan Parsons Project The Alan Parsons Project The Alchemist האלכימאי The Alchemyst: The Secrets of the Immortal Nicholas Flamel האלכימאי The Allegory of Good and Bad Government אלגוריה על השפעת הממשל הטוב והרע The Allman Brothers Band להקת האחים אולמן The Amazing Adventures of Kavalier & Clay ההרפתקאות המדהימות של קוואליר וקליי The Amazing Maurice and his Educated Rodents מוריס המדהים ומכרסמיו המלומדים The Amazing Race המירוץ למיליון The Amazing Spider-Man ספיידרמן המופלא The Amazing Spider-Man 2 ספיידרמן המופלא 2 The Amazing Transparent Man האיש השקוף The Amazing World of Gumball העולם המופלא של גאמבול The Ambassadors השגרירים The American Adventure ההרפתקה האמריקאית The American Economic Review American Economic Review The American Historical Review American Historical Review The American Jewels EP The American Jewels EP The American Scene הסצנה האמריקאית The American Scholar אמריקן סקולר The American Way The American Way The Americans האמריקאים The Amity Affliction The Amity Affliction The Amityville Horror אימה באמטוויל The Amulet of Samarkand הקמיע מסמרקנד The Anabasis of Alexander אנבסיס The Anarchy האנרכיה The Anatomy Lesson of Dr. Nicolaes Tulp שיעור האנטומיה של ד"ר טולפ The Andrews Sisters האחיות אנדרוז The Andromeda Strain זרע אנדרומדה The Andy Griffith Show המופע של אנדי גריפית' The Angel's Game משחקו של המלאך The Angry Beavers העצבונים The Angry Birds Movie אנגרי בירדס - הסרט The Animals The Animals The Animatrix אנימטריקס The Annoying Orange The Annoying Orange The Ant Bully גיבור על נמלים The Ant and the Grasshopper הצרצר והנמלה The Antichrist The Antichrist The Antichrist אנטיכריסט The Apartment הדירה The Apples התפוחים The Apprentice המתמחה The Apprenticeship of Duddy Kravitz חניכותו של דודי קרביץ The Arab-Hebrew Theater התיאטרון הערבי-עברי ביפו The Arbitrator הבורר The Archaeology of Knowledge הארכאולוגיה של הידע The Aristocats חתולים בצמרת The Art of Fugue אמנות הפוגה The Art of Getting By סטטוס: ידידים The Art of Noises אמנות הרעש The Art of Painting אמנות הציור The Art of War אמנות המלחמה The Artist הארטיסט The Ass in the Lion's Skin חמור בעור אריה The Assassination of Jesse James by the Coward Robert Ford ההתנקשות בג'סי ג'יימס על ידי הפחדן רוברט פורד The Astonishing The Astonishing The Atlantic The Atlantic The Audacity of Hope תעוזת התקווה The Autumn of the Middle Ages סתיו ימי הביניים The Avalanches האבלנצ'ז The Avenger The Avenger The Avengers הנוקמים The Avengers: Earth's Mightiest Heroes האוונג'רס: סדרת האנימציה The Aviator הטייס The B-52's The B-52's The B-Side Collection The B-Side Collection The BFG העי"ג The Baader Meinhof Complex כנופיית באדר מיינהוף The Babadook באבאדוק The Bacchae הבאקכות The Bachelor הרווק The Backyardigans חבורת החצר The Bad Beginning התחלה נוראה The Bahamas איי בהאמה The Bahamas קטגוריה:איי בהאמה The Bald Soprano הזמרת הקרחת The Ballad of Yoel Moshe Salomon הבלדה על יואל משה סלומון The Band הבנד The Band הלהקה The Band Project פרויקט הלהקה The Band's Visit ביקור התזמורת The Bangles הבאנגלס The Bank of New York Mellon בנק אוף ניו יורק מלון The Barber of Seville הספר מסביליה The Barry Sisters האחיות ברי The Basketball Diaries יומן נעורים The Bathers המתרחצות הגדולות The Batman הבאטמן The Battle Hymn of the Republic מזמור הקרב על הרפובליקה The Battle Rages On... The Battle Rages On... The Battle for Wesnoth הקרב על ווסנות' The Battle of Algiers הקרב על אלג'יר The Battle of Anghiari קרב אנגיארי The Battle of Olympus קרב האולימפוס The Battle of San Romano קרב סן רומאנו The Battle of the Labyrinth פרסי ג'קסון והקרב על המבוך The Beach החוף The Beach Boys The Beach Boys The Beak of the Finch מקור הפרוש The Bear and the Dragon הדוב והדרקון The Bear and the Gardener שירות דוב The Bear's Island אי הדובים The Beast החיה The Beatles The Beatles The Beatles The Beatles Stereo Box Set The Beatles הביטלס The Beatles ספר:הביטלס The Beatles קטגוריה:ביטלס The Beatles תבנית:הביטלס The Beatles Anthology The Beatles Anthology The Beatles Ballads The Beatles' Ballads The Beatles albums קטגוריה:אלבומי הביטלס The Beatles discography דיסקוגרפיה של הביטלס The Beatles songs קטגוריה:שירי הביטלס The Beatles' Second Album The Beatles' Second Album The Beatles' Story The Beatles' Story The Beauty Myth מיתוס היופי The Beaver החיים הכפולים של וולטר The Beggar's Opera אופרת הקבצנים The Beginning The Beginning The Begum's Fortune הירושה הגדולה The Belgariad הבלגריאד The Believer המאמין The Bellelli Family דיוקן משפחת בללי The Bends The Bends The Berlin Stories סיפורי ברלין The Best Damn Thing The Best Damn Thing The Best Job In The World העבודה הטובה ביותר בעולם The Best Job in the World העבודה הטובה ביותר בעולם The Best Years of Our Lives שנות חיינו היפות ביותר The Best of Both Worlds The Best of Both Worlds The Best of Depeche Mode Volume 1 The Best Of - Volume 1 The Best of Me הטוב שבי The Best of Pink Floyd: A Foot in the Door The Best of Pink Floyd: A Foot in the Door The Best of Santana The Best of Santana The Best of Santana Vol. 2 The Best of Santana Vol. 2 The Best of Youth קסם הנעורים The Bet ההתערבות The Better Angels of Our Nature The Better Angels of Our Nature The Beverly Hillbillies הבוורלי הילבילים The Beverly Hills Hotel מלון בוורלי הילס The Beyoncé Experience The Beyoncé Experience The Bible Unearthed ראשית ישראל The Big Bang Theory המפץ הגדול The Big Bang Theory קטגוריה:המפץ הגדול The Big Bang Theory תבנית:המפץ הגדול The Big Blue הכחול הגדול The Big Boss הבוס הגדול The Big C מזל סרטן The Big Chill at the Big House הצינה הגדולה בבית הגדול The Big Four מסתרי ארבעת הגדולים The Big Goodbye The Big Goodbye The Big Lebowski ביג לבובסקי The Big Red One האדומה הגדולה ה-1 The Big Short מכונת הכסף The Big Sleep השינה הגדולה The Big Sleep התרדמה הגדולה The Big Wedding החתונה הגדולה The Biggest Loser לרדת בגדול The Binding of Isaac עקדת יצחק The Birdcage כלוב הציפורים The Birds הציפורים The Birth of Tragedy הולדת הטרגדיה The Birth of Venus הולדת ונוס The Birth of a Nation הולדתה של אומה The Birthday Party The Birthday Party The Birthday Party מסיבת יום הולדת The Bitter Tears of Petra von Kant דמעותיה המרות של פטרה פון קאנט The Bizarre Adventures of Woodruff and the Schnibble וודרף והשניבל של אזימוט The Black Album האלבום השחור The Black Balloon הבלון השחור The Black Book הספר השחור The Black Cauldron הקדירה השחורה The Black Circle המעגל השחור The Black Crook הנוכל השחור The Black Eyed Peas The Black Eyed Peas The Black Island האי השחור The Black Keys The Black Keys The Black Tulip הצבעוני השחור The Blacklist הרשימה השחורה The Blair Witch Project פרויקט המכשפה מבלייר The Blauzes הבלאוזז The Blind Leading the Blind משל העיוורים The Blind Side הזדמנות שנייה The Blind Watchmaker השען העיוור The Bling Ring בלינג רינג The Blitz הבליץ The Block הבלוק The Blood of Olympus דם האולימפוס The Blue Angel המלאך הכחול The Blue Danube הדנובה הכחולה The Blue Lagoon הלגונה הכחולה The Blue Lotus הלוטוס הכחול The Blue Marble The Blue Marble The Blue Period התקופה הכחולה The Blue Room The Blue Room EP The Blues Brothers האחים בלוז The Boat Race מרוץ הסירות אוקספורד-קיימברידג' The Body Artist אמנית הגוף The Bodyguard שומר הראש The Bold and the Beautiful היפים והאמיצים The Bone Season עונת העצמות The Book Depository The Book Depository The Book Thief גנבת הספרים The Book of Eli הנבחר The Book of Five Rings ספר חמש הטבעות The Book of Mormon ספר המורמונים The Book of Skulls ספר הגולגולות The Book of Souls The Book of Souls The Book of Taliesyn The Book of Taliesyn The Book of the City of Ladies ספר עיר הגבירות The Boomtown Rats The Boomtown Rats The Boondock Saints הקדושים מבוסטון The Borgias הבורג'ס The Borrowers הלקחנים The Boston Globe בוסטון גלוב The Bounty Hunter אקסית במצור The Bourne Identity זהות כפולה The Bourne Supremacy זהות במלכודת The Bourne Ultimatum זהות אבודה The Bowerman גביע באוורמן The Boxtrolls הקופסונים The Boy Who Cried Wolf זאב זאב The Boy Who Followed Ripley הילד בעקבות ריפלי The Boy Who Knew Too Much The Boy Who Knew Too Much The Boy in the Striped Pyjamas הנער בפיג'מת הפסים The Boys The Boys The Boys in the Band נערים בחבורה The Brand New Testament קומדיה אלוהית The Brandenburgers in Bohemia הבראנדנבורגים בבוהמיה The Brave Little Toaster הטוסטר הקטן והאמיץ The Brazilian The Brazilian The Breach הקרע The Breakfast Club מועדון ארוחת הבוקר The Breeders הברידרז The Bridal Canopy הכנסת כלה The Bridge The Bridge The Bridge הגשר The Bridge on the River Kwai הגשר על הנהר קוואי The Bridges of Madison County הגשרים של מחוז מדיסון The Bright Sun Brings It to Light השמש תוציא הכל לאור היום The Broadway Melody מנגינת ברודוויי The Broken Ear האוזן השבורה The Bronx הברונקס The Bronx קטגוריה:ברונקס The Brotherhood of the Rose אחוות הוורד The Brothers האחים The Brothers & the Sisters האחים והאחיות The Brothers Four ארבעת האחים The Brothers Karamazov האחים קרמזוב The Brothers Lionheart האחים לב ארי The Browning Version גרסת בראונינג The Bryan brothers בוב ומייק בריאן The Bubble הבועה The Bucket List מתים על החיים The Bugs Bunny/Road Runner Movie באגס באני במרדף בדרכים The Bund הבונד The Burghers of Calais שועי העיר קאלה The Burning Giraffe הג'ירפה הבוערת The Burren הבארן The Butchies הבוצ'יס The Butter Battle Book המלחמה האיומה על החמאה The Butterfly פרפרים The Butterfly Effect אפקט הפרפר The Butterfly Effect 2 אפקט הפרפר 2 The Byrds הבירדס The CW The CW The CW קטגוריה:The CW The Cabin in the Woods בקתת הפחד The Cabinet of Dr. Caligari הקבינט של ד"ר קליגרי The Caine Mutiny המרד על הקיין The Calculus Affair פרשת קלקולוס The Call הקריאה The Calling דה קולינג The Cancer Empire The Cancer Empire The Cancer Genome Atlas אטלס הגנום הסרטני The Canon הקנון המדעי The Canterbury Tales סיפורי קנטרברי The Canterbury Tales קטגוריה:סיפורי קנטרברי The Canterville Ghost הרוח מטירת קאנטרוויל The Captain's Daughter בת הקפיטן The Car המכונית The Cardigans The Cardigans The Cardinal of the Kremlin הקרדינל מהקרמלין The Care Bears דובוני אכפת לי The Care Bears Movie דובוני אכפת לי - הסרט The Career of Nicodemus Dyzma הקריירה של ניקודם דיזמה The Caretaker מנהל הבית The Carnival of the Animals קרנבל החיות The Carpenters הקרפנטרז The Carpet Crawlers The Carpet Crawlers The Cars The Cars The Case for Israel ישראל - כתב הגנה The Case of Wagner פרשת וגנר The Case-Book of Sherlock Holmes ספר הפרשיות של שרלוק הולמס The Cassandra Crossing מפגש קסנדרה The Castafiore Emerald תעלומת תכשיטי הזמרת The Castle הטירה The Cat in the Hat חתול תעלול The Catcher in the Rye התפסן בשדה השיפון The Cathedral and the Bazaar הקתדרלה והבזאר The Cattle of Helios שורי השמש The Caucasian Chalk Circle מעגל הגיר הקווקזי The Cave המערה The Caves of Steel מערות הפלדה The Cell תא קטלני The Celluloid Closet כוכבים בארון The Chairs הכיסאות The Champ סיפורו של אלוף The Chanukah Song The Chanukah Song The Charedi Campus - The Academic College Ono הקמפוס החרדי - הקריה האקדמית אונו The Charlemagne Pursuit בעקבות שרלמאן The Charm School בית הספר לקסם אישי The Charmings שלגיה במאה העשרים The Cheese and the Worms הגבינה והתולעים The Cheesecake Factory צ'יזקייק פקטורי The Chef השף The Chemical Brothers The Chemical Brothers The Cherry Orchard גן הדובדבנים The Cherrytree Sessions The Cherrytree Sessions The Chicago Manual of Style מדריך הסגנון של שיקגו The Child Dreams הילד חולם#האופרה The Children of Creuse פרשת ילדי ראוניון The Children of Húrin ילדי הורין The Children of USSR ילדי CCCP The Children's Hour הלחישה הרועמת The China Study מחקר סין The Choice הבחירה The Chordettes הקורדטס The Chorus כשהנערים שרים The Christine Jorgensen Story סיפורה של כריסטין יורגנסן The Chronic The Chronic The Chronicles of Amber אמבר The Chronicles of Life and Death The Chronicles of Life and Death The Chronicles of Narnia דברי ימי נרניה The Chronicles of Narnia קטגוריה:דברי ימי נרניה The Chronicles of Narnia: Prince Caspian סיפורי נרניה: הנסיך כספיאן The Chronicles of Narnia: The Voyage of the Dawn Treader סיפורי נרניה: המסע בדורך השחר The Chronicles of Prydain מחזור ארץ פרידיין The Chronicles of Riddick רידיק: המסע מתחיל The Chronicles of Riddick תבנית:המסע של רידיק The Chronicles of Riddick: Dark Fury רידיק: זעם אפל The Chronicles of Riddick: Escape from Butcher Bay רידיק: הבריחה מבוצ'ר ביי The Church of Jesus Christ of Latter-day Saints מורמונים The Churchills הצ'רצ'ילים The Cider House Rules תקנות בית השיכר The Circus Starring Britney Spears The Circus Starring Britney Spears The City העיר The City Rises העיר מתעוררת The City Without Jews העיר ללא יהודים The City of God עיר האלוהים The City of the Dead עיר המתים The City of the Sun עיר השמש The City on the Edge of Forever The City on the Edge of Forever The Civil War מלחמת האזרחים The Civilizing Process תהליך התרבות The Clan of the Cave Bear שבט דוב המערות The Clash הקלאש The Class בין הקירות The Cleveland Show המופע של קליבלנד The Clinton Parameters מתווה קלינטון The Cloisters הקלויסטרס The Closer המפענחת The Clouds העננים The Clown המוקיון The Club Dumas מועדון דיומא The Cobbler הסנדלר The Coca-Cola Company חברת קוקה-קולה The Code Book סודות ההצפנה The Coffee Bean & Tea Leaf קופי בין אנד טי ליף The Colbert Report הקולבר ריפור The Colgate Comedy Hour שעת הקומדיה של קולגייט The Collector אספן הנשמות The College Dropout The College Dropout The Colonizer and the Colonized דיוקן הנכבש ולפני כן דיוקן הכובש The Color Purple הצבע ארגמן The Color of Money צבע הכסף The Colour of Magic צבע הכשף The Colour of Spring The Colour of Spring The Comedy of Errors קומדיה של טעויות The Comfort of Strangers נחמת זרים The Commitments הקומיטמנטס The Commonwealth תבנית:חבר העמים הבריטי The Communist Manifesto המניפסט הקומוניסטי The Compass Rose שושנת הרוחות The Complete Stories כתבי אייזק אסימוב The Complete Works כל כתבי The Complete Works of the Great Flutist מרסל מואיז The Concert הקונצרט The Concert Sinatra The Concert Sinatra The Concert for Bangladesh הקונצרט למען בנגלדש The Conference of the Birds הרצאת הציפורים The Conformist הקונפורמיסט The Congress כנס העתידנים The Conjuring לזמן את הרוע The Constant Gardener הגנן המסור The ConstruKction of Light The ConstruKction of Light The Contest ההתערבות The Continuing Story of Bungalow Bill The Continuing Story of Bungalow Bill The Conversation השיחה The Coronation of Napoleon הכתרתו של נפוליאון The Corrs הקורס The Cosby Show משפחת קוסבי The Cosmos Rocks The Cosmos Rocks The Count of Monte Cristo הרוזן ממונטה כריסטו The Counterfeiters מזייפי המטבעות The Court of the Crimson King In the Court of the Crimson King#The Court of the Crimson King The Cowsills The Cowsills The Crab with the Golden Claws הסרטן בעל צבתות הזהב The Craft הכישוף The Cranberries הקרנבריז The Creation הבריאה The Creation of Adam בריאת האדם The Creator Tyler דה קריאייטור טיילר The Croods הקרודים The Crow העורב The Crow 2.jpg תמונה:The Crow2.jpg The Crown The Crown The Crown Jewels EP The Crown Jewels EP The Crucible ציד המכשפות The Crusades ספר:מסעי הצלב The Crusher The Crusher The Crying Boy הילד הבוכה The Crying Game משחק הדמעות The Crystal Palace ארמון הבדולח The Crystal Ship The Crystal Ship The Cuckoo's Calling קריאת הקוקייה The Cult of the Amateur כת החובבנות The Cure הקיור The Curious Case of Benjamin Button הסיפור המופלא של בנג'מין באטן The Curious Incident of the Dog in the Night-Time המקרה המוזר של הכלב בשעת לילה The Curse of Monkey Island אי הקופים 3: קללת אי הקופים The Curse of the Gloamglozer קללת הגלואמגלוזר The Customer of the Off Season אורח בעונה מתה The Cyberiad הקיבריאדה The Da Vinci Code צופן דה וינצ'י The Dado Center for Interdisciplinary Military Studies מרכז דדו לחשיבה צבאית בינתחומית The Daily Show הדיילי שואו The Daily Show קטגוריה:הדיילי שואו The Daily Star הדיילי סטאר The Daily Talk The Daily Talk The Daily Telegraph דיילי טלגרף The Dakota הדקוטה The Dakotas בילי ג'יי קריימר והדקוטות The Dakotas הדקוטות The Dance of Death מחול המוות The Dangerous Journey המסע המסוכן The Dark Half החצי האפל The Dark Knight האביר האפל The Dark Knight Returns באטמן: האביר האפל חוזר The Dark Knight Rises עלייתו של האביר האפל The Dark Knight Trilogy טרילוגיית האביר האפל The Dark Phoenix Saga אקס-מן: סאגת הפניקס האפלה The Dark Room החדר החשוך The Dark Side of the Moon The Dark Side of the Moon The Dark Tower המגדל האפל The Dark Tower VII: The Dark Tower המגדל האפל The Darkness דארקנס The Dave Clark Five דייב קלארק פייב The Dawn דמדומי שחר The Dawns Here Are Quiet הזריחות כאן שקטות The Day After Tomorrow היום שאחרי מחר The Day Before You Came The Day Before You Came The Day Lasts More Than a Hundred Years והיום איננו כלה The Day My Bum Went Psycho הטוסיק שלי השתגע The Day of the Doctor יומו של הדוקטור The Day of the Jackal נשיא על הכוונת The Day the Earth Stood Still כשהעולם עמד מלכת The Day the Music Died היום שבו מתה המוזיקה The Dead המתים The Dead Weather The Dead Weather The Dead Zone החצי האפל The Death Gate Cycle מחזור שער המוות The Death Gate Cycle novels קטגוריה:מחזור שער המוות The Death Match משחק המוות The Death and Life of Great American Cities מותן וחייהן של ערים אמריקאיות גדולות The Death of Actaeon מותו של אקטאון The Death of Adonis מות אדוניס The Death of Grass בכלות העשב The Death of Hyacinthos מותו של יקינתון The Death of Ivan Ilyich מותו של איוואן איליץ' The Death of Marat מות מארה The Death of Sardanapalus מות סארדאנאפאלוס The Death of Superman מותו של סופרמן The Death of the Author מות המחבר The Debt החוב The Decameron דקאמרון The Deceiver הרמאי The Decline of Western Civilization שקיעת תרבות המערב The Decline of the West שקיעת המערב The Deep המעמקים The Deep Blue Good-by תעלומה בכחול The Deer Hunter צייד הצבאים The Defector העריק The Definitive Collection The Definitive Collection The Delta Force מחץ הדלתא The Demon-Haunted World עולם רדוף שדים The Departed השתולים The Deposition הפייטה הפלורנטינית The Deputy ממלא המקום The Descendants היורשים The Descent The Descent The Desired Effect The Desired Effect The Dessert: Harmony in Red חדר אדום The Devil Wears Prada השטן לובשת פראדה The Devil and Daniel Webster השטן ודניאל ובסטר The Devil and Miss Prym השטן והעלמה פרים The Devil's Advocate מלכודת לפרקליט The Devil's Arithmetic חשבון השטן The Diamond Arm יד היהלום The Diamond Brothers האחים דיאמונד The Diary Of Alicia Keys album cover.jpg תמונה:AliciaKeys-TheDiaryOfAliciaKeys-music-album.jpg The Diary of Anne Frank יומנה של אנה פרנק The Diary of a Young Girl יומנה של אנה פרנק The Dice Man איש הקובייה The Dictator הדיקטטור The Dinner Party ארוחת הערב The Discoverers המגלים The Discovery The Discovery The Discovery of America by Christopher Columbus גילוי אמריקה על ידי כריסטופר קולומבוס The Discreet Charm of the Bourgeoisie סוד הקסם הבורגני The Disintegration of the Persistence of Memory התפוררות התמדתו של הזיכרון The Disney Afternoon זמן דיסני The Dispossessed המנושל The Divergent Series סדרת מפוצלים The Divergent Series: Allegiant נאמנים The Divergent Series: Insurgent מורדים The Divine Comedy הקומדיה האלוהית The Diving Bell and the Butterfly הפרפר ופעמון הצלילה The Division Bell The Division Bell The Doctor דוקטור The Doctor הדוקטור The Dogs of War כלבי המלחמה The Doll Family משפחת דול The Don Killuminati: The 7 Day Theory The Don Killuminati: The 7 Day Theory The Doors The Doors The Doors הדלתות The Doors קטגוריה:הדלתות The Doors albums קטגוריה:אלבומי הדלתות The Doors songs קטגוריה:שירי להקת הדלתות The Dorchester מלון דורצ'סטר The Dosadi Experiment ניסוי דוסאדי The Double האדם המשוכפל The Downs הדאונס The Dragon Reborn שובו של הדרקון The Dream Master אדון החלומות The Dream of Scipio חלום סקיפיו The Dreamers החולמים The Dresden Dolls הדרזדן דולס The Drew Carey Show המופע של דרו קארי The Dubliners דבלינרס The Duchess הדוכסית The Duff מתויגת The Dutchess The Dutchess The Dybbuk הדיבוק The Dying Night הלילה הגווע The Eagle Has Landed הנשר נחת The East Bank of the Jordan שמאל הירדן The Easy Way to Stop Smoking הדרך הקלה להפסיק לעשן The Economist האקונומיסט The Ed Sullivan Show המופע של אד סאליבן The Edge דה אדג' The Edge Chronicles קורות קצעולם The Edge Chronicles קטגוריה:קורות קצעולם The Edge of Glory The Edge of Glory The Edukators המחנכים The Egoist האגואיסט The Eighties שנות ה-80 The Elder Scrolls III: Morrowind The Elder Scrolls: Morrowind The Elder Scrolls V: Skyrim The Elder Scrolls V: Skyrim The Electric Joe Satriani An Anthology.PNG תמונה:The Electric Joe Satriani An Anthology.png The Elegant Universe היקום האלגנטי The Elephant Man איש הפיל The Ellipse האליפסה The Emancipation of Mimi The Emancipation of Mimi The Eminem Show The Eminem Show The Emirr משתמש:The Emirr The Emperor's Birthday יום הולדתו של הקיסר The Emperor's Code צופן הקיסר The Emperor's New Clothes בגדי המלך החדשים The Emperor's New Groove הקיסר נפל על הראש The Emperor's New School בית הספר לקיסר המתחיל The Empire Strikes Back מלחמת הכוכבים - פרק 5: האימפריה מכה שנית The Enchanted Castle הטירה הקסומה The Enchanted Tiki Room חדר הטיקי הקסום The Enchantress: The Secrets of the Immortal Nicholas Flamel האשפית The End The End The End of Eternity קץ כלזמן The End of History and the Last Man קץ ההיסטוריה והאדם האחרון The End of Ideology קץ האידאולוגיה The End: Hitler's Germany 1944–45 הסוף: התרסה וחורבן בגרמניה של היטלר 1944–1945 The Endless River The Endless River The English Patient הפצוע האנגלי The Enigma of Kaspar Hauser החידה של קספר האוזר The Entertainer הבדרן The Equals השווים The Essential Britney Spears The Essential Britney Spears The Essential Santana The Essential Santana The Eternal Idol The Eternal Idol The Eternal Jew היהודי הנצחי The Everly Brothers האחים אברלי The Evermoor Chronicles הסודות של אברמור The Evil Dead מוות אכזרי The Exchange ההתחלפות The Exodus יציאת מצרים The Exodus Decoded פענוח יציאת מצרים The Exorcism of Emily Rose גירוש השדים של אמילי רוז The Exorcist מגרש השדים The Expendables בלתי נשכחים The Expendables 2 בלתי נשכחים 2 The Expendables 3 בלתי נשכחים 3 The Exploited האקספלויטד The Exploits of Moominpappa ספר הזכרונות של מומינאבא The Expulsion of Heliodorus from the Temple גירוש הליודורוס מהמקדש The Extremist The Extremist The Eye העין The Eye of the World עין העולם The Eyes of the Dragon עיני הדרקון The Eyre Affair פרשת ג'יין אייר The Face of War פני המלחמה The Faculty סיוט בחדר המורים The Faculty of Social Sciences at Tel Aviv University הפקולטה למדעי החברה באוניברסיטת תל אביב The Fairly OddParents קטגוריה:קסם של הורים The Fairly OddParents קסם של הורים The Fairly OddParents תבנית:קסם של הורים The Fake Sound of Progress Thefakesoundofprogress The Falcon and the Snowman הבז ואיש השלג The Fall The Fall The Fall הנפילה The Fall מעבר לכל חלום The Fall of the House of Usher The Fall of the House of Usher The Falling Man האדם הנופל The Falling Soldier מותו של חייל לויאליסט The Fame The Fame The Fame Ball Tour The Fame Ball Tour The Fame Monster The Fame Monster The Family המשפחה The Family Jewels The Family Jewels The Family Man חתונה על תנאי The Family of Man משפחת האדם The Famous Five החמישייה הסודית The Fantastic Flying Books of Mr. Morris Lessmore הספרים המעופפים של מר מוריס The Fantasticks פנטסטיקס The Farewell Party מיתה טובה The Farseer Trilogy טרילוגיית הרואים למרחק The Fast and the Furious מהיר ועצבני The Fast and the Furious קטגוריה:מהיר ועצבני The Fast and the Furious: Tokyo Drift מהיר ועצבני 3 The Fat of the Land The Fat of the Land The Father האב The Fault in Our Stars אשמת הכוכבים The Fear The Fear The Feast of Herod משתה הורדוס The Federalist Papers כתבי הפדרליסט The Feeling of Power תחושת העוצמה The Fellowship המשפחה The Fellowship of the Ring שר הטבעות#אחוות הטבעת The Female Man הגבר הנקבי The Feminine Mystique המסתורין הנשי The Feynman Lectures on Physics הרצאות פיינמן על פיזיקה The Fiery Angel מלאך האש The Fifth Element האלמנט החמישי The Fighter פייטר The Final Countdown The Final Countdown The Final Cut The Final Cut The Final Cut בסוף הדרך... The Final Frontier The Final Frontier The Final Night הלילה האחרון The Final Solution פתרון סופי The Finale The Finale The Fionavar Tapestry מארג פיונאבאר The Fire in Your Eyes כאילו כאן The Firebird ציפור האש The Firm הפירמה The First Days of Spring ימי אביב ראשונים The First Decade העשור הראשון The First Grader תלמיד מספר 1 The First Man אדם הראשון The Fish and the Ring טבעת פוליקרטס The Fisher King פישר קינג The Fist of God אגרוף האל The Five קטגוריה:החמישה The Five תבנית:החמישה The Flash הברק The Flash: Rebirth פלאש: לידה מחדש The Flat הדירה The Fletcher Memorial Home The Fletcher Memorial Home The Flintstones משפחת קדמוני The Flower of My Secret פרח הסוד שלי The Fly הזבוב The Flying Classroom הכיתה המעופפת The Flying Dutchman ההולנדי המעופף The Flying House הבית המעופף The Flying Matchmaker שני קוני למל The Fog of War ערפל המלחמה The Following המעקב The Food of the Gods and How It Came to Earth מזון אלים The Football Association התאחדות הכדורגל האנגלית The Football League הפוטבול ליג The Forbidden Kingdom הממלכה האסורה The Force הכוח The Forest היער The Forever War מלחמה לנצח The Formation World Tour The Formation World Tour The Forsyte Saga ההגדה לבית פורסייט The Forsyte Saga ההגדה לבית פורסיית The Fortune Teller מגדת העתידות The Forty Days of Musa Dagh ארבעים הימים של מוסה דאג The Forum הפורום The Forward פארווערטס The Fosters המאומצים The Fountain המעיין The Fountainhead כמעיין המתגבר The Four Seasons ארבע העונות The Fourth Kind הסוג הרביעי The Fourth Protocol הפרוטוקול הרביעי The Fox and the Crow השועל והעורב The Fox and the Hound השועל והכלבלב The Fox and the Stork השועל והחסידה The Fox in the Chicken Coop השועל בלול התרנגולות The Fray דה פריי The French Angel מוריס טייה The French Connection הקשר הצרפתי The French Lieutenant's Woman אהובת הקצין הצרפתי The Fresh Prince of Bel-Air הנסיך המדליק מבל אייר The Friends of Zion Museum מוזיאון ידידי ישראל The Frisco Kid רבי אברהם במערב הפרוע The Frog Prince הנסיך-צפרדע The Frog Princess הנסיכה הצפרדע The Frogs הצפרדעים The Fugitive הנמלט The Full Monty ללכת עד הסוף The Fun Makers The Fun Makers The Fun They Had איזה תענוג היה להם The Funeral of the Anarchist Galli הלווייתו של האנרכיסט גאלי The Funny Company החבורה העליזה The Future The Future The Future Is Wild העתיד הוא פראי The Future Now The Future Now The Futurological Congress כנס העתידנים The GNOME Project מיזם GNOME The Gambia גמביה The Gambia קטגוריה:גמביה The Gambia at the Olympics גמביה במשחקים האולימפיים The Gambia at the Paralympics גמביה במשחקים הפאראלימפיים The Gambia templates קטגוריה:תבניות ניווט - גמביה The Gambler המהמר The Game The Game The Game דה גיים The Game of Life משחק החיים The Game of Love and Chance משחק של אהבה ומזל The Garden Tomb גן הקבר The Garden of Earthly Delights גן התענוגות הארציים The Garden of the Finzi-Continis הגן של פינצי קונטיני The Gatekeepers שומרי הסף The Gateless Gate השער ללא שער The Gates השערים The Gates of Hell שערי הגיהנום The Gathering The Gathering The Gathering Storm עם בוא הסער The Gay Science המדע העליז The General הגנרל The General's Daughter בת הגנרל The Generals' Revolt מרד הגנרלים The Genie Family The Genie Family The Gentle Vultures העיטים אצילי הנפש The Gentleman's Magazine The Gentleman's Magazine The German Ideology האידאולוגיה הגרמנית The German Lesson השיעור בגרמנית The Ghost Writer סופר הצללים The Ghost of Vermeer of Delft Which Can Be Used As a Table רוחו של ורמיר מדלפט היכולה לשמש כשולחן The Giant Mechanical Man האיש המכני הענק The Gift The Gift The Gift of Harun Al-Raschid המתנה של הארון א-ראשיד The Gigantic Turnip אליעזר והגזר The Girl Next Door איזו מין שכנה The Girl Who Kicked the Hornets' Nest הנערה שבעטה בקן הצרעות The Girl Who Played with Fire הנערה ששיחקה באש The Girl from Ipanema הנערה מאיפנמה The Girl from Tomorrow נערת המחר The Girl with the Dragon Tattoo נערה עם קעקוע דרקון The Giver המעניק The Giving Pledge התחייבות הנתינה The Giving Tree העץ הנדיב The Glass Menagerie ביבר הזכוכית The Gleaners המלקטות The Gnome The Gnome The God Delusion יש אלוהים? The God of Small Things אלוהי הדברים הקטנים The God that Failed האל שהכזיב The Godfather הסנדק The Godfather Part II הסנדק חלק שני The Godfather Part III הסנדק חלק שלישי The Godmakers יוצרי האלים The Gold Rush הבהלה לזהב The Gold-Bug חיפושית הזהב The Golden Age The Golden Age The Golden Age of Grotesque The Golden Age of Grotesque The Golden Ass חמור הזהב The Golden Girls בנות הזהב The Golem הגולם The Golem's Eye עינו של הגולם The Good Dinosaur הדינוזאור הטוב The Good Food Guide The Good Food Guide The Good Lie השקר הטוב The Good Person of Szechwan הנפש הטובה מסצ'ואן The Good Soldier Švejk החייל האמיץ שווייק The Good Wife האישה הטובה The Goonies הגוניס The Goose Girl נערת האווזים The Goose That Laid the Golden Eggs התרנגולת שהטילה ביצי זהב The Gordin Cell תא גורדין The Government Inspector רביזור The Graduate הבוגר The Grand Budapest Hotel מלון גרנד בודפשט The Grand Vizier's Garden Party The Grand Vizier's Garden Party The Grapes of Wrath ענבי זעם The Grass Roots שורשי העשב The Great Dictator הדיקטטור הגדול The Great Ecstasy of Woodcarver Steiner The Great Ecstasy of Woodcarver Steiner The Great Escape הבריחה הגדולה The Great Exhibition התערוכה הגדולה The Great Game המשחק הגדול The Great Gatsby גטסבי הגדול The Great Global Warming Swindle התרמית הגדולה של ההתחממות העולמית The Great Hunt החיפוש הגדול The Great Masturbator המאונן הגדול The Great Mouse Detective הרפתקאותיו של סופר בלש The Great Muppet Caper תעלול החבובות הגדול The Great Raid שחרור בעורף האויב The Great Southern Trendkill The Great Southern Trendkill The Great Train Robbery שוד הרכבת הגדול The Great War המלחמה הגדולה The Great Wave off Kanagawa הגל הגדול בסמוך לקאנאגאווה The Great Ziegfeld זיגפלד הגדול The Greatest Story Ever D'ohed The Greatest Story Ever D'ohed The Green Berets הכומתות הירוקות The Green Book הספר הירוק The Green Brain המוח הירוק The Green Christ ישו הירוק The Green Hornet הצרעה הירוקה The Green Mile גרין מייל The Green Path of Hope הדרך הירוקה לתקווה The Green Table השולחן הירוק The Greenhouse החממה The Greens מפלגת הירוקים The Greens – The Green Alternative מפלגת הירוקים The Grey Zone האזור האפור The Grim Adventures of Billy & Mandy ההרפתקאות של בילי ומנדי The Groke הגרוק The Grudge הטינה The Grudge 2 הטינה 2 The Grudge 3 הטינה 3 The Guardian הגרדיאן The Guide for the Perplexed מורה נבוכים The Gulag Archipelago ארכיפלג גולאג The Guns of August אוגוסט 1914 The Guns of Avalon תותחי אוואלון The Guns of Navarone תותחי נברון The Gutter Twins The Gutter Twins The Gypsy Baron ברון הצוענים The Hague האג The Hague קטגוריה:האג The Hague City Hall בית עיריית האג The Hallé תזמורת האלה The Hand היד The Handmaid's Tale מעשה השפחה The Hangover בדרך לחתונה עוצרים בווגאס The Hangover Part II בדרך לחתונה עוצרים בבנגקוק The Hangover Part III הנגאובר 3: חוזרים לווגאס The Happy Prince and Other Tales הנסיך המאושר ואגדות אחרות The Happy Professor Iris פרופסור קשת The Hard Times of RJ Berger החיים הקשים של אר ג'יי ברגר The Harder They Come The Harder They Come The Hardest Part The Hardest Part The Hardy Boys בני הרדי The Harvesters הקוצרים The Hateful Eight שמונת השנואים The Hatter הכובען המטורף The Haunted The Haunted The Haunting Hour: Don't Think About It שעה מכושפת: אל תחשבו על זה The Hawks and the Sparrows ציפורי שיר ציפורי טרף The Hay Harvest קציר התבואה The Hazing טקס החניכה The Heart Is a Lonely Hunter צייד בודד הוא הלב The Heart of Midlothian הלב של מידלות'יאן The Heat עצבניות אש The Hedgehog and the Fox הקיפוד והשועל The Help העזרה The Heroes of Olympus גיבורי האולימפוס The Heroes of Olympus קטגוריה:גיבורי האולימפוס The Hershey Company חברת הרשי The Hershey Company brands קטגוריה:הרשי The Hertz Corporation הרץ The High End of Low The High End of Low The High Windows החלונות הגבוהים The Hills הוליווד הילס The Historian ההיסטוריונית The History of Sexuality תולדות המיניות - הרצון לדעת The History of Tomorrow ההיסטוריה של המחר The History of the Decline and Fall of the Roman Empire שקיעתה ונפילתה של הקיסרות הרומאית The Hitcher הטרמפיסט The Hitchhiker's Guide to the Galaxy מדריך הטרמפיסט לגלקסיה The Hitchhiker's Guide to the Galaxy קטגוריה:מדריך הטרמפיסט לגלקסיה The Hitchhiker's Guide to the Galaxy תבנית:מדריך הטרמפיסט לגלקסיה The Hives ההייבס The Hobbit ההוביט The Hobbit קטגוריה:ההוביט The Hobbit: An Unexpected Journey ההוביט: מסע בלתי צפוי The Hobbit: The Battle of the Five Armies ההוביט: קרב חמשת הצבאות The Hobbit: The Desolation of Smaug ההוביט: מפלתו של סמאוג The Holiday החופשה The Hollies ההוליס The Holocaust השואה The Holocaust קטגוריה:השואה The Holocaust תבנית:השואה The Holocaust by country קטגוריה:השואה לפי מדינה The Holocaust in Austria קטגוריה:שואת יהודי אוסטריה The Holocaust in Belarus קטגוריה:שואת יהודי בלארוס The Holocaust in Czechoslovakia קטגוריה:שואת יהודי צ'כוסלובקיה The Holocaust in Estonia קטגוריה:שואת יהודי אסטוניה The Holocaust in France קטגוריה:שואת יהודי צרפת The Holocaust in France שואת יהודי צרפת The Holocaust in Germany קטגוריה:שואת יהודי גרמניה The Holocaust in Greece קטגוריה:שואת יהודי יוון The Holocaust in Hungary קטגוריה:שואת יהודי הונגריה The Holocaust in Italian Libya שואת יהודי לוב The Holocaust in Italy קטגוריה:שואת יהודי איטליה The Holocaust in Latvia קטגוריה:שואת יהודי לטביה The Holocaust in Lithuania קטגוריה:שואת יהודי ליטא The Holocaust in Lithuania שואת יהודי ליטא The Holocaust in Norway קטגוריה:שואת יהודי נורווגיה The Holocaust in Poland קטגוריה:שואת יהודי פולין The Holocaust in Poland שואת יהודי פולין The Holocaust in Romania קטגוריה:שואת יהודי רומניה The Holocaust in Slovakia קטגוריה:שואת יהודי סלובקיה The Holocaust in Ukraine קטגוריה:שואת יהודי אוקראינה The Holocaust in Yugoslavia קטגוריה:שואת יהודי יוגוסלביה The Holocaust in popular culture השואה באמנות The Holocaust in the Netherlands קטגוריה:שואת יהודי הולנד The Holy Blood and the Holy Grail גביע קדוש דם קדוש The Holy Mountain ההר הקדוש The Home Depot הום דיפו The Honour Cross of the World War 1914/1918 צלב הכבוד The Hoover Company חברת הובר The Horse Boy ילד הסוסים The Horse Whisperer הלוחש לסוסים The Horse and His Boy הסוס ונערו The Horst Wessel Song שיר הורסט וסל The Host גוף מארח The Hot Kid כוכב עולה The Hotel New Hampshire מלון ניו-המפשייר The Hound of the Baskervilles כלבם של בני בסקרוויל The Hours השעות The House I Live In הבית בו אני גר The House of Bernarda Alba בית ברנרדה אלבה The House of Blue Light The House of Blue Light The House of God בית האלוהים The House of Hades בית האדס The House of Love and Prayer בית אהבה ותפילה The House of Magic קסם של בית The House of Rothschild בית רוטשילד The House of Yes בית ללא חוקים The House of the Dead רשימות מבית המוות The House of the Rising Sun The House of the Rising Sun The House of the Spirits בית הרוחות The House on Chelouche Street הבית ברחוב שלוש The House on Sorority Row נקמה כפולה The Housemartins The Housemartins The Hudsucker Proxy הקפיצה הגדולה The Hudsucker Proxy Movie.jpg תמונה:The Hudsucker Proxy.jpg The Huffington Post הפינגטון פוסט The Human Comedy הקומדיה האנושית The Human Equation The Human Equation The Human Resources Manager שליחותו של הממונה על משאבי אנוש The Hunchback of Notre Dame הגיבן מנוטרדאם The Hunchback of Notre Dame II הגיבן מנוטרדאם 2: סוד הפעמון The Hunchback of Notre-Dame הגיבן מנוטרדאם The Hundred and One Dalmatians 101 דלמטים The Hundred-Foot Journey מסע של מאה צעדים The Hundred-Year-Old Man Who Climbed Out the Window and Disappeared הזקן בן המאה שיצא מהחלון ונעלם The Hunger Games טרילוגיית משחקי הרעב The Hunger Games משחקי הרעב The Hunger Games קטגוריה:משחקי הרעב The Hunger Games תבנית:משחקי הרעב The Hunger Games characters קטגוריה:משחקי הרעב: דמויות The Hunger Games: Catching Fire משחקי הרעב: התלקחות The Hunger Games: Mockingjay – Part 1 משחקי הרעב: עורבני חקיין - חלק א' The Hunger Games: Mockingjay – Part 2 משחקי הרעב: עורבני חקיין - חלק ב' The Hunt for Red October המרדף אחר אוקטובר האדום The Hunt of the Unicorn ציד החד-קרן The Hunters in the Snow ציידים בשלג The Hunting Party מבוקש The Hunting Season הסזון The Hunting of the Snark ציד הסנרק The Huntsman: Winter's War הצייד: מלחמת החורף The Hurt Locker מטען הכאב The Hush Sound The Hush Sound The Icarus Agenda תוכנית איקרוס The Ice Storm סופת קרח The Idan Raichel Project הפרויקט של עידן רייכל The Ides of March אידי מארס The Ides of March משחקי שלטון The Idiot אידיוט The Idiot קובץ:Idiot.jpg The Idler Wheel... The Idler Wheel... The Illusionist אמן האשליות The Imaginarium of Doctor Parnassus מופע הפלאים של דוקטור פרנסוס The Imaginary Invalid החולה המדומה The Imitation Game משחק החיקוי The Importance of Being Earnest חשיבותה של רצינות The Impossible הבלתי אפשרי The In-Laws מתחתנים עם ההורים The Inbetweeners קרועים The Incident The Incident The Incredible Hulk הענק הירוק The Incredible Hulk poster.jpg תמונה:Hulk poster.jpg The Incredible Journey המסע המופלא The Incredible Machine המכונה המופלאה The Incredibles משפחת סופר-על The Independent אינדפנדנט The Infernal Devices מכשירי התופת The Infinity Gauntlet סאגת האינסוף The Infinity Project The Infinity Project The Information The Information The Information המידע The Inglorious Bastards ממזרים ללא תהילה The Inn of the Sixth Happiness פונדק האושר השישי The Inner Light The Inner Light The Innocent התמימים The Innocents Abroad מסע תענוגות לארץ הקודש The Insider המקור The Intelligent Investor המשקיע הנבון The Intern המתמחה The International Harp Contest in Israel תחרות הנבל הבינלאומית The International Jew היהודי הבינלאומי The International Tracing Unit יחידת האיתור הבינלאומית The Internationale האינטרנציונל The Interpreter מזימות זרות The Interview ראיון סוף The Intouchables מחוברים לחיים The Invention of the Jewish People מתי ואיך הומצא העם היהודי? The Invisible הנעלם The Invisible Man הרואה ואינו נראה The Irish Times אייריש טיימס The Iron Bridge גשר הברזל The Iron Giant ענק הברזל The Iron Lady אשת הברזל The Irony of Fate צחוק הגורל The Island איילנד The Island of Doctor Moreau האי של ד"ר מורו The Island of the Day Before האי של יום האתמול The Island on Bird Street האי ברחוב הציפורים The Italian Job הג'וב האיטלקי The Italian Straw Hat כובע הקש האיטלקי The Itchy & Scratchy Show איצ'י וסקראצ'י The Ivy League The Ivy League The Jackson 5 חמישיית הג'קסונים The Jam הג'אם The Jane Austen Book Club מועדון הקריאה של ג'יין אוסטן The Jazz Messengers שליחי הג'אז The Jazz Singer זמר הג'אז The Jerusalem Post ג'רוזלם פוסט The Jerusalem Post קטגוריה:ג'רוזלם פוסט The Jerusalem Post people קטגוריה:סגל הג'רוזלם פוסט The Jerusalem Report ג'רוזלם ריפורט The Jetsons משפחת סילוני The Jew of Malta היהודי ממלטה The Jewel in the Crown היהלום שבכתר The Jewish Bride הכלה היהודייה The Jewish Channel הערוץ היהודי The Jewish Chronicle ג'ואיש כרוניקל The Jewish Home הבית היהודי The Jewish Home politicians קטגוריה:פעילי הבית היהודי The Jewish Journal of Greater Los Angeles The Jewish Journal of Greater Los Angeles The Jewish Quarterly Review Jewish Quarterly Review The Jewish War מלחמת היהודים The Jim Henson Company חברת ג'ים הנסון The Jimi Hendrix Experience The Jimi Hendrix Experience The Johannesburg Beth Din בית הדין הרבני ביוהנסבורג The Joker Is Wild הג'וקר הוא פראי The Joshua Tree The Joshua Tree The Journal of Hellenic Studies Journal of Hellenic Studies The Journal of Legal Studies The Journal of Legal Studies The Journal of Modern History Journal of Modern History The Joy of Cooking חדוות הבישול The Juggler עושה הלהטים The Jungle Book ספר הג'ונגל The Jungle Book קטגוריה:ספר הג'ונגל The Jungle Book תבנית:ספר הג'ונגל The Jungle Book 2 ספר הג'ונגל 2 The KLF KLF The Kallikak Family משפחת קאליקק The Kane Chronicles משפחת קיין והאלים המצריים The Karate Kid קראטה קיד The Kelly Family משפחת קלי The Kentucky Fried Movie סרט מטוגן The Key Theatre תיאטרון המפתח The Kid הנער The Kids Are All Right הילדים בסדר The Killers הקילרס The Killers הרוצחים The Killers קטגוריה:הקילרס The Killers discography דיסקוגרפיה של הקילרס The Killing ההריגה The Killing Fields דמעות של שתיקה The Kind Words המילים הטובות The Kindly Ones נוטות החסד The King and I המלך ואני The King is dead. Long live the King. יחי המלך! המלך מת The King of Comedy מלך הקומדיה The King of Fighters מלך הלוחמים The King of Limbs The King of Limbs The King of Queens מלך השכונה The King's Fifth The King's Fifth The King's Speech נאום המלך The Kingdom הממלכה The Kingdom of God Is Within You מלכות האלוהים שוכנת בתוכך The Kinks הקינקס The Kiss הנשיקה The Kissing Bandit The Kissing Bandit The Kite Runner רודף העפיפונים The Klingon Hamlet המלט הקלינגוני The Knack הנאק The Knick הניק The Knife The Knife The Knight in the Panther's Skin עוטה עור הנמר The Knight's Tale סיפורו של האביר The Knights הפרשים The Kooks הקוקס The Kree-Skrull War מלחמת קרי-סקרול The Kreutzer Sonata סונטת קרויצר The Kurosagi Corpse Delivery Service שירות משלוח הגופות של העורבני השחור The Köln Concert קונצרט קלן The L Word ישנן בנות The Lady Is a Tramp The Lady Is a Tramp The Lady Vanishes הגברת הנעלמת The Lady and the Unicorn הגבירה והחד-קרן The Lady from the Sea האישה מן הים The Lady in the Lake האישה באגם The Lady of Shalott הגבירה משאלוט The Lake House הבית באגם The Lamb Lies Down on Broadway The Lamb Lies Down on Broadway The Land האדמה The Larry Sanders Show המופע של לארי סנדרס The Last Airbender איירבנדר The Last Battle הקרב האחרון The Last Boy Scout בכוננות מתמדת The Last Days of Pompeii ימי פומפיי האחרונים The Last Emperor הקיסר האחרון The Last House on the Left הבית האחרון משמאל The Last Judgment יום הדין האחרון The Last King of Scotland המלך האחרון של סקוטלנד The Last Kingdom הממלכה האחרונה The Last Kiss הנשיקה האחרונה The Last Man on Earth האיש האחרון בעולם The Last Metro המטרו האחרון The Last Mistress מאהבת זקנה The Last Olympian פרסי ג'קסון ותקוות האולימפוס The Last One האחרון The Last Question השאלה האחרונה The Last Samurai הסמוראי האחרון The Last Shadow Puppets לאסט שאדו פאפטס The Last Ship הספינה האחרונה The Last Song השיר האחרון The Last Supper הסעודה האחרונה The Last Temptation of Christ הפיתוי האחרון של ישו The Last Tour on Earth The Last Tour on Earth The Last Trump תקיעת השופר האחרונה The Last Unicorn החדקרן האחרון The Last of Us האחרון מבינינו The Last of the Mohicans המוהיקני האחרון The Last of the Sky Pirates אחרון פיראטי הרקיע The Last of the Unjust אחרון הלא-צדיקים The Late Show with Stephen Colbert לייט שואו עם סטיבן קולבר The Law in These Parts שלטון החוק The Lazarus Project פרויקט לזרוס The Lazy Song The Lazy Song The League of Extraordinary Gentlemen ג'נטלמנים מובחרים The League of Youth ליגת הנוער The Least Successful Human Cannonball The Least Successful Human Cannonball The Least We Can Do Is Wave to Each Other The Least We Can Do Is Wave to Each Other The Left די לינקה The Left Hand of Darkness צד שמאל של החושך The Legal Forum for the Land of Israel הפורום המשפטי למען ישראל The Legend of Good Women אגדת הנשים הטובות The Legend of Korra האגדה של קורה The Legend of Kyrandia דברי ימי קירנדיה The Legend of Sleepy Hollow האגדה על סליפי הולו The Legend of Tarzan אגדת טרזן The Legend of Tarzan האגדה של טרזן The Legend of White Fang אגדת פנג הלבן The Legend of Zelda האגדה של זלדה The Legend of Zorro האגדה של זורו The Legend of Zorro poster.jpg קובץ:Legend of zorro.jpg The Lego Movie סרט לגו The Leopard הברדלס The Lesson השיעור The Letter המכתב The Lexus and the Olive Tree הלקסוס ועץ הזית The Libertines הליברטינז The Life Aquatic with Steve Zissou עמוק במים The Life Before Us כל החיים לפניו The Life and Adventures of Nicholas Nickleby ניקולס ניקלבי The Life and Extraordinary Adventures of Private Ivan Chonkin הרפתקות החייל איבן צ'ונקין The Life and Times of Juniper Lee ג'וניפר לי The Life of David Gale החיים של דייויד גייל The Life of Emile Zola חייו של אמיל זולא The Life of Flavius Josephus חיי יוסף The Light Fantastic אור מופלא The Lightning Thief פרסי ג'קסון וגנב הברק The Lion Guard משמר האריות - השאגה חוזרת The Lion King מלך האריות The Lion King קטגוריה:מלך האריות The Lion King תבנית:מלך האריות The Lion King 1½ מלך האריות 3: האקונה מאטאטה The Lion King II: Simba's Pride מלך האריות 2: מלכות סימבה The Lion Sleeps Tonight The Lion Sleeps Tonight The Lion and the Fox השועל והאריה The Lion and the Mouse האריה והעכבר The Lion in Winter אריה בחורף The Listening Sessions The Listening Sessions The Littl' Bits בארץ הקטקטים The Little Drummer Girl המתופפת הקטנה The Little Engine That Could הקטר הכחול שיכול The Little Flying Bears המעופפים הנועזים The Little Foxes השועלים הקטנים The Little Girl Who Lives Down the Lane הנערה מהבית במורד השדרה The Little Golden Calf עגל הזהב The Little Lulu Show המופע של לולו The Little Match Girl מוכרת הגפרורים הקטנה The Little Mermaid בת הים הקטנה The Little Mermaid תבנית:בת הים הקטנה The Little Mermaid II: Return to the Sea בת הים הקטנה 2: השיבה לים The Little Mermaid: Ariel's Beginning בת הים הקטנה 3: סיפורה של אריאל The Little Prince הנסיך הקטן The Little Red Schoolbook הספר האדום הקטן של התלמידים The Little Shop of Horrors חנות קטנה ומטריפה The Lives of Others חיים של אחרים The Living Daylights 007 באזור מסוכן The Living Theatre התיאטרון החי The Lizzie McGuire Movie ליזי מקגוויר ממריאה לרומא The Loco-Motion The Loco-Motion The Lodger: A Story of the London Fog הדייר The Lone Deranger The Lone Deranger The Lone Ranger הפרש הבודד The Lone Sailor המלח הבודד The Lonely Man of Faith איש האמונה הבודד The Loners הבודדים The Lonesome Death of Hattie Carroll The Lonesome Death of Hattie Carroll The Long Dark Tea-Time of the Soul שעת התה הארוכה והאפלה של הנפש The Long Goodbye שלום ולא להתראות The Longest Day היום הארוך ביותר The Longest Daycare מעון היום הארוך ביותר The Longest Yard משחק מכור The Lookout שורו The Looney Tunes Show המופע של הלוני טונס The Lorax הלורקס The Lord of the Rings שר הטבעות The Lord of the Rings תמונה:The Lord of the Rings The Lord of the Rings characters קטגוריה:שר הטבעות: דמויות The Lord of the Rings: The Fellowship of the Ring שר הטבעות: אחוות הטבעת The Lord of the Rings: The Return of the King שר הטבעות: שיבת המלך The Lord of the Rings: The Two Towers שר הטבעות: שני הצריחים The Lost Broken Bones The Lost Broken Bones The Lost City קובה סיפור אהבה The Lost Explorer Tad החוקר המבולבל טד The Lost Hero הגיבור האבוד The Lost Islands איים אבודים The Lost Language of Cranes הלשון האבודה של העגורנים The Lost Prince הנסיך האבוד The Lost Symbol הסמל האבוד The Lost Tomb of Jesus מערת הקבורה של ישו The Lost Vikings הוויקינגים The Lost Villages הכפרים האבודים The Lost Weekend סוף השבוע האבוד The Lost World העולם האבוד The Lost World: Jurassic Park פארק היורה: העולם האבוד The Lost: A Search for Six of Six Million האבודים - שישה מתוך שישה מיליון The Lottery ההגרלה The Loud House הרעשנים The Love Boat ספינת האהבה The Love for Three Oranges אהבה לשלושה תפוזים The Love of Don Perlimplín and Belisa in the Garden דון פרלימפלין ואהבתו לבליסה בגן ביתו The Lovely Bones מבט מגן עדן The Lover המאהב The Lower Depths בשפל The Lucky One בר מזל The Lying Game משחק השקרים The MDNA Tour MDNA Tour The Maccabeats המכביטס The Machine That Won the War המכונה שנצחה במלחמה The Machinist המכונאי The Mad Adventures of Rabbi Jacob רבי יעקב The Mad Magazine Game המשחק המשוגע The Madcap Laughs The Madcap Laughs The Madding Crowd The Madding Crowd The Madness of King George טירופו של המלך ג'ורג' The Madonna of Port Lligat המדונה של פורט ליגאט The Magdalene Sisters האחיות מגדלנה The Magic Finger אצבע הקסם The Magic Flute חליל הקסם The Magic Mountain הר הקסמים The Magic Pudding פשטידת הפלא The Magic School Bus אוטובוס הקסמים The Magician הקוסם The Magician's Nephew אחיינו של הקוסם The Magician: The Secrets of the Immortal Nicholas Flamel הקוסם The Magnificent Ambersons האמברסונים המופלאים The Magnificent Moodies The Magnificent Moodies The Magnificent Seven שבעת המופלאים The Mahabharata מהאבהארטה The Maids המשרתות The Main Event – Live The Main Event - Live The Main Suspect החשוד העיקרי The Majestic מג'סטיק The Malloreon המלוריאן The Maltese Falcon הנץ ממלטה The Mamas & the Papas האמהות והאבות The Man Who Fell to Earth האיש שנפל מכוכב אחר The Man Who Knew Infinity האיש שידע אינסוף The Man Who Knew Too Much האיש שידע יותר מדי The Man Who Laughs האדם הצוחק The Man Who Mistook His Wife for a Hat האיש שחשב שאשתו היא כובע The Man Who Shot Liberty Valance האיש שירה בליברטי ואלנס The Man Who Sold the World The Man Who Sold the World The Man Who Was Thursday האיש שהיה יום חמישי The Man Who Wasn't There האיש שלא היה שם The Man and The Journey Tour The Man and The Journey Tour The Man from Earth האיש מכוכב ארץ The Man from U.N.C.L.E. שם קוד מ.ל.א.ך The Man in the High Castle האיש במצודה הרמה The Man in the Maze האיש במבוך The Man with One Red Shoe האיש עם הנעל האדומה The Man with the Golden Arm האיש בעל זרוע הזהב The Man with the Golden Gun האיש בעל אקדח הזהב The Manchurian Candidate השליח ממנצ'וריה The Mandrake לה מנדראגולה The Manhattan Transfer מנהטן טרנספר The Mansions of the Gods אחוזת האלים The Mantle.jpg תמונה:Aggaloch themantle.jpg The Many Adventures of Winnie the Pooh הרפתקאותיו הרבות של פו הדב The Many Adventures of Winnie the Pooh הרפתקאותיו של פו הדב The Marine הנחת The Mark of Athena אות אתנה The Marriage of Figaro נישואי פיגארו The Marriage of Maria Braun נישואיה של מריה בראון The Mars Volta דה מארס וולטה The Marshall Mathers LP The Marshall Mathers LP The Marshall Mathers LP 2 The Marshall Mathers LP 2 The Martian לבד על מאדים The Martian להציל את מארק וואטני The Martian Way כדרך בני מאדים The Martian Way and Other Stories כדרך בני מאדים The Mary Tyler Moore Show המופע של מרי טיילר מור The Mask המסכה The Mask of Zorro המסכה של זורו The Mask: Animated Series המסכה The Masque of the Red Death מסיכת המוות האדום The Massacre Collection תבנית:סאות' פארק The Master המאסטר The Master Builder אלוף הבונים The Master and Margarita האמן ומרגריטה The Matarese Circle מעגל הקסמים The Matchmaker פעם הייתי The Mathematical Intelligencer The Mathematical Intelligencer The Matrix מטריקס The Matrix קטגוריה:מטריקס The Matrix תבנית:מטריקס The Matrix Poster.jpg קובץ:Matrix-DVD.jpg The Matrix Reloaded מטריקס Reloaded The Matrix Revolutions מטריקס רבולושנס The Mayor of Casterbridge ראש העיר קסטרברידג' The Maze Runner הרץ במבוך The Maze of Bones מבוך העצמות The Mechanic המכונאי The Meeting Place Cannot Be Changed מקום המפגש אינו ניתן לשינוי The Memoirs of Sherlock Holmes זיכרונותיו של שרלוק הולמס The Men הגברים The Menagerie The Menagerie The Mental Traveller הנוסע המנטלי The Mentalist המנטליסט The Merchant of Venice הסוחר מוונציה The Merchant's Tale סיפורו של הסוחר The Merry Wives of Windsor נשות וינדזור העליזות The Message ההודעה The Message המסר The Messenger השליח The Messengers השליחים The Messiah's Donkey חמורו של משיח The Metal Opera The Metal Opera The Metamorphosis הגלגול The Mickey Mouse Club מועדון מיקי מאוס The Middle מקום טוב באמצע The Mighty B! בי הגדולה מכולם! The Mighty Handful החמישה The Mighty Kinkle User:The Mighty Kinkle The Milk of Sorrow חלב הצער The Mill and the Cross טחנת הרוח והצלב The Mill on the Floss הטחנה על הנהר פלוס The Miller's Tale סיפורו של הטוחן The Million Dollar Homepage The Million Dollar Homepage The Million Pound Drop אל תפיל את המיליון The Mindy Project מינדי The Miracle The Miracle The Miracle of the Bells רומנס הפעמונים The Mirage מיראז' The Misanthrope שונא הבריות The Miser הקמצן The Miserable Mill USA.PNG קובץ:The Miserable Mill USA.png The Mismeasure of Man אין מידה לאדם The Missing הנעדר The Missing Lynx לינקס אבוד The Mission המיסיון The Mist הערפל The Mitzvah of sanctifying the Kohen מצוות קידוש זרעו של אהרן The Mix-Up The Mix-Up The Monk's Tale סיפורו של הנזיר The Monkees המאנקיז The Monkey Wrench Gang כנופיית המקלות בגלגלים The Monkey's Paw כף הקוף The Monster The Monster The Monster Ball Tour The Monster Ball Tour The Monster Tour The Monster Tour The Monument to the Unknown Soldier אנדרטת החייל האלמוני The Moody Blues המודי בלוז The Moomin Series תבנית:המומינים The Moomins and the Great Flood משפחת המומינים והשיטפון הגדול The Moon Is a Harsh Mistress עריצה היא הלבנה The Mortal Instruments בני הנפילים The Mortal Instruments: City of Bones בני הנפילים: עיר של עצמות The Motherland Calls אמא מולדת The Mothman Prophecies נבואות איש העש The Motorcycle Diaries דרום אמריקה באופנוע The Mouse That Roared העכבר ששאג The Mousetrap מלכודת העכברים The Move The Move The Mr. Peabody & Sherman Show המופע של מר פיבודי ושרמן The Mrs. Carter Show World Tour The Mrs. Carter Show World Tour The Mummy המומיה The Mummy Returns המומיה חוזרת The Muppet Christmas Carol מזמור חג המולד של החבובות The Muppet Movie החבובות - הסרט The Muppet Show החבובות The Muppets החבובות The Muppets קטגוריה:החבובות The Muppets תבנית:ג'ים הנסון The Muppets Take Manhattan החבובות כובשות את מנהטן The Muppets characters קטגוריה:החבובות: דמויות The Muppets films קטגוריה:החבובות: סרטים The Muppets' Wizard of Oz החבובות בארץ עוץ The Murder הרצח The Musical Box The Musical Box The Musical Offering המנחה המוזיקלית The Musketeers המוסקטרים The Mysteries of Udolpho התעלומה של אודולפו The Mysterious Affair at Styles הרצח המסתורי בסטאייל The Mysterious Cities of Gold ערי הזהב הנסתרות The Mysterious Flame of Queen Loana השלהבת המסתורית של המלכה לואנה The Mysterious Island אי התעלומות The Mysterious Stranger הזר המסתורי The Myth of Sisyphus המיתוס של סיזיפוס The Naked Archaeologist הארכאולוג העירום The Naked Brothers Band להקת האחים העירומים The Naked Gun האקדח מת מצחוק The Naked Gun קטגוריה:האקדח מת מצחוק The Naked Gun 2½: The Smell of Fear האקדח מת מצחוק ½2: ריחו של הפחד The Naked Gun: From the Files of Police Squad! האקדח מת מצחוק: מתוך תיקי מחלק בילוש! The Naked Sun השמש העירומה The Name of the Rose שם הוורד The Name of the Wind שם הרוח The Names of Love שמות של אהבה The Narrow Way The Narrow Way The Nasty Girl ילדה רעה The Nation The Nation The National דה נשיונל The National Center of French-Speaking Students in Israel מגשימי תקוותנו The National Forest היער הלאומי The National Institutions House בית המוסדות הלאומיים The National Left השמאל הלאומי The National Photo Collection אוסף התצלומים הלאומי The National WWII Museum המוזיאון הלאומי למלחמת העולם השנייה The Necklace המחרוזת The Necromancer: The Secrets of the Immortal Nicholas Flamel הידעוני The Negotiator המתווך The Neon Lights Tour The Neon Lights Tour The Neptunes הנפטונז The Never Ending Way of ORWarriOR The Never Ending Way of ORwarriOR The NeverEnding Story הסיפור שאינו נגמר The Neverending Story הסיפור שאינו נגמר The Neverhood The Neverhood The New Adventures of Ocean Girl ממלכת אוקיאנה The New Adventures of Old Christine כריסטין הישנה The New Amsterdams דה ניו אמסטרדמס The New Classic The New Classic The New England Journal of Medicine New England Journal of Medicine The New Grove Dictionary of Music and Musicians מילון גרוב למוזיקה ומוזיקאים The New Nobility האצולה החדשה The New Reign The New Reign The New Republic ניו ריפבליק The New School ניו סקול The New School faculty קטגוריה:סגל בית הספר החדש The New Testament of the Bible ספר:הברית החדשה The New Workout Plan The New Workout Plan The New World העולם החדש The New York Blade ניו יורק בלייד The New York Five החמישייה הניו-יורקית The New York Intellectuals האינטלקטואלים של ניו יורק The New York Review of Books The New York Review of Books The New York Sun ניו יורק סאן The New York Times ניו יורק טיימס The New York Times קטגוריה:ניו יורק טיימס The New York Times Building בניין הניו יורק טיימס The New York Times people קטגוריה:סגל ניו יורק טיימס The New York Trilogy הטרילוגיה הניו-יורקית The New Yorker הניו יורקר The News Letter ניוז לטר The Next Day The Next Day The Nice דה נייס The Night Attack מתקפת הלילה The Night Before הלילה שלפני The Night Café קפה הלילה The Night They Drove Old Dixie Down The Night They Drove Old Dixie Down The Night Watch משמר הלילה The Night of Counting the Years אל-מומיה The Night of Wishes קונץ פונץ' The Night of the Generals ליל הגנרלים The Night of the Hunter ליל הצייד The Night of the Iguana ליל האיגואנה The Nightmare Before Christmas הסיוט שלפני חג המולד The Nine Chapters on the Mathematical Art תשעת הפרקים של אמנות המתמטיקה The Nine Days ימי בין המצרים#תשעת הימים The Noise The Noise The Nome Trilogy טרילוגיית הננסים The Nona Tapes The Nona Tapes The Normal Heart הלב הרגיל The Notebook היומן The Notorious B.I.G. הנוטוריוס בי. איי. ג'י. The November Man איש נובמבר The Number 23 מספר 23 The Number of the Beast The Number of the Beast The Nun's Story סיפורה של נזירה The Nut Job שודדי הפיצוחים The Nutcracker מפצח האגוזים The Nutcracker and the Mouse King מפצח האגוזים ומלך העכברים The Nutty Professor הפרופסור המטורף The O.C. The O.C. The O2 Arena O2 ארנה The Observer האובזרבר The Ocean at the End of the Lane אוקיינוס בקצה המשעול The Odessa File תיק אודסה The Office המשרד The Offspring אופספרינג The Old Curiosity Shop בית ממכר עתיקות The Old Man and the Sea הזקן והים The Old New Land אלטנוילנד The Old Vic אולד ויק The Omen אות משמיים The One That Got Away The One That Got Away The Onedin Line קו אונידין The Ones Who Walk Away from Omelas ההופכים את עורפם לאומלאס The Onion Movie חדשות מטוגנות The Onyx Hotel Tour The Onyx Hotel Tour The Open Door The Open Door The Open Society and Its Enemies החברה הפתוחה ואויביה The Opposite Direction הכיוון ההפוך The Oprah Winfrey Show אופרה וינפרי The Optical Society OSA The Orange Box The Orange Box The Orange and the Green הכתום והירוק The Order המסדר The Order סודות המסדר The Originals המקוריים The Other Guys החבר'ה האחרים The Other Russia רוסיה האחרת The Other Side of Midnight מעבר לחצות The Other Side: The Secret Relationship Between Nazism and Zionism הפן האחר: הקשרים הסודיים בין הנאצים להנהגת התנועה הציונית The Other Son בנו של האחר The Others האחרים The Outcast The Outcast The Outer Limits בגבולות המיסתורין The Outer Limits בגבולות המסתורין The Outsiders נערי הכרך The Oven of Akhnai תנורו של עכנאי The Overcoat האדרת The Oxford Murders רציחות באוקספורד The Oxford Murders רציחות נוסח אוקספורד The Pacific הפסיפיק The Pacifier גבר מי שמטפלת The Painted Bird הציפור הצבועה The Painter of Sunflowers צייר החמניות The Palace of Auburn Hills הפאלאס של אובורן הילס The Palestinian Museum מוזיאון פלסטין The Pallisers משפחת פאליסר The Panic in Needle Park בהלה בפארק הסמים The Paper Chase המרוץ אחר הגלימה The Pardoner's Tale סיפורו של המחלן The Parent Trap אבא מתארס The Parents Circle-Families Forum חוג ההורים - פורום המשפחות The Party's Over The Party's Over The Passage המעבר The Passion of Joan of Arc ז'אן ד'ארק The Passion of the Christ הפסיון של ישו The Past העבר The Paul Street Boys הנערים מרחוב פאל The Peacemaker פיסמייקר The Peanuts Movie פינאטס - הסרט סנופי וצ'ארלי בראון The Pearl הפנינה The Peasant Wedding חתונה כפרית The Peasant and the Nest Robber שודד הקן The Peasants איכרים The Pedagogical Poem הפואמה הפדגוגית The Pencil of Nature עפרון הטבע The Penguins of Madagascar הפינגווינים ממדגסקר The Peninsula Hong Kong מלון פנינסולה The Peninsula Hotels מלונות פנינסולה The Penitent החוזר בתשובה The Pentagon הפנטגון The Pentagon Wars מלחמות הפנטגון The People of Forever Are Not Afraid עם הנצח לא מפחד The People's Voice המפקד הלאומי The Periodic Table הטבלה המחזורית The Perks of Being a Wallflower כמה טוב להיות פרח קיר The Persians הפרסים The Persistence of Memory התמדתו של הזיכרון The Phantom of the Opera פנטום האופרה The Phantom of the Opera קטגוריה:פנטום האופרה The Phenomenology of Spirit הפנומנולוגיה של הרוח The Phenomenon of Man התופעה האנושית The Phil Donahue Show פיל דונהיו The Philadelphia Story סיפור פילדלפיה The Philippi Collection אוסף פיליפי The Physical Impossibility of Death in the Mind of Someone Living חוסר היתכנותו הגשמית של המוות במוחו של אדם חי The Physicists הפיזיקאים The Physick Book of Deliverance Dane רוקחת הרפואות מסיילם The Pianist הפסנתרן The Piano הפסנתר The Piano Teacher המורה לפסנתר The Pickwick Papers רשומות מועדון הפיקוויקים The Picture of Dorian Gray תמונתו של דוריאן גריי The Pilgrim's Progress מסעות ההלך The Pilgrimage יומנו של מכשף The Pillars of Society עמודי החברה The Pillars of the Earth עמודי תבל The Pillow Book ספר הכרית The Pillowman איש הכריות The Pink Panther הפנתר הוורוד The Pink Panther 2 הפנתר הוורוד 2 The Pink Panther Show הפנתר הוורוד The Pink Panther: Hokus Pokus Pink הפנתר הורוד - הוקוס פוקוס The Pinkprint The Pinkprint The Piper at the Gates of Dawn The Piper at the Gates of Dawn The Pirate Bay The Pirate Bay The Pirate Fairy טינקרבל ופיית הפיראטים The Pirates! In an Adventure with Scientists! פיראטים! The Pity of It All רקוויאם גרמני The Pizza Company פיצה קומפני The Plague הדבר The Plague Dogs מנוסת הכלבים The Planetary Society האגודה הפלנטרית The Platters הפלאטרס The Player השחקן The Plot Against America הקנוניה נגד אמריקה The Plough and the Stars המחרשה והכוכבים The Point Men סוכנים על הכוונת The Pointer Sisters האחיות פוינטר The Police הפוליס The Policeman השוטר אזולאי The Polyphonic Spree The Polyphonic Spree The Pondles השלולנים The Pond—Moonlight האגם-אור ירח The Pope's Toilet השירותים של האפיפיור The Portrait הדיוקן The Portrait of a Lady דיוקנה של גברת The Poseidon Adventure הרפתקה בפוסידון The Positronic Man האדם הפוזיטרוני The Post Office Girl הנערה מהדואר The Postal Service The Postal Service The Potato Eaters אוכלי הבולבוסים The Power Team כוח וידאו The Power of Five The Power of Five The Power of Six כוחה של מספר שש The Power to Believe The Power to Believe The Powerpuff Girls בנות הפאוור פאף The Practice הפרקליטים The Praise of Folly שבחי הסכלות The Prayer of Russians תפילת הרוסים The Predator The Predator The Prehistoric Man Museum מוזיאון האדם הקדמון The Presidents of the United States of America The Presidents of the United States of America The Prestige יוקרה The Pretenders הפריטנדרס The Pretty Reckless The Pretty Reckless The Pride and the Passion הגאווה והתשוקה The Prince הנסיך The Prince and the Pauper בן המלך והעני The Prince of Egypt נסיך מצרים The Prince of Tides נסיך הגאות והשפל The Princess Bride הנסיכה הקסומה The Princess Diaries יומני הנסיכה The Princess Diaries 2: Royal Engagement יומני הנסיכה 2: אירוסין מלכותיים The Princess and the Frog הנסיכה והצפרדע The Princess and the Pea הנסיכה והאפון The Prioress's Tale סיפורה של אם המנזר The Prismatic World Tour Prismatic World Tour The Prisoner האסיר The Prisoner or: How I Planned to Kill Tony Blair האסיר או: איך תכננתי להרוג את טוני בלייר The Private Patient מוות במעגל האבנים The Prodigal Son הבן האובד The Prodigy הפרודיג'י The Producers המפיקים The Professional המקצוען The Proms הפרומס The Prophet's Song The Prophet's Song The Prophet: The Best of the Works The Prophet: The Best of the Works The Proposal ההצעה The Protocols of the Elders of Zion הפרוטוקולים של זקני ציון The Proud Tower המגדל הגאה The Public Interest פאבליק אינטרסט The Punisher המעניש The Puppet Masters השליטים The Pure Souls הנשמות הטהורות The Purge הטיהור The Purge: Anarchy הטיהור 2 The Purple Gang הכנופיה הסגולה The Purple Rose of Cairo שושנת קהיר הסגולה The Pursuit of Happyness המרדף לאושר The Pussycat Dolls Pussycat Dolls The Quadrature of the Parabola תרבוע הפרבולה The Quantum Enigma The Quantum Enigma The Queen המלכה The Queen Is Dead The Queen Is Dead The Queen of Spades פיק דאם The Quick and the Dead המהירים והמתים The Quiet Zone/The Pleasure Dome The Quiet Zone/The Pleasure Dome The Rabbi's Cat חתולו של הרב The Rabbis' Sons בני הרבנים The Racah Institute of Physics מכון רקח לפיסיקה The Raccoons דביבוני היער הירוק The Raft of the Medusa רפסודת המדוזה The Railway Man איש המסילה The Railway Series סדרת הרכבות The Railway Stories סיפורי הרכבות The Rainmaker מוריד הגשם The Rake's Progress דרכו של הולל The Ran Quadruplets רביעיית רן The Rape of Proserpina אונס פרספונה The Rape of the Sabine Women חטיפת הנשים הסביניות The Rasmus דה ראסמוס The Rational Optimist האופטימיסט הרציונלי The Raven The Raven The Raven העורב The Raven's Apprentice/Userboxes/User Firefox תבנית:משתמש פיירפוקס The Reader נער קריאה The Real Ghostbusters מכסחי השדים - האמיתיים The Real Shlemiel הרפתקאות שלומיאל The Real Thing The Real Thing The Real Thing album cover.jpg תמונה:The Real Thing album cover.jpg The Recording of the Israel Declaration of Independence הקלטת טקס הכרזת העצמאות The Red Hot Chili Peppers The Red Hot Chili Peppers The Red Jumpsuit Apparatus The Red Jumpsuit Apparatus The Red Light District The Red Light District The Red Pony הפוני האדום The Red Pyramid הפירמידה האדומה The Red Queen's Race מירוץ המלכה האדומה The Red Sea Sharks כרישי הים האדום The Red Vineyard הכרם האדום The Red-Headed League אגודת אדומי השיער The Remains of the Day שארית היום The Remix The Remix The Ren & Stimpy Show המופע של רן וסטימפי The Reptile Room חדר הזוחלים The Reptile Room USA.PNG תמונה:The Reptile Room USA.png The Rescuers הרפתקאות ברנרד וביאנקה The Rescuers Down Under ברנרד וביאנקה במבצע אוסטרליה The Resistance The Resistance The Resistible Rise of Arturo Ui עלייתו הנמנעת של ארתורו אוי The Rest of the Robots בארץ הרובוטים The Restaurant at the End of the Universe המסעדה שבסוף היקום The Return השיבה The Return of Jafar שובו של ג'אפר The Return of Martin Guerre שובו של מרטין גר The Return of Sherlock Holmes שובו של שרלוק הולמס The Return of the Prodigal Son שובו של הבן האובד The Rev The Rev The Revelers The Revelers The Revenant האיש שנולד מחדש The Rifles רגימנט הרובאים The Right Way הדרך הטובה The Righteous Brothers The Righteous Brothers The Ring הזירה The Ring הצלצול The Ring Two הצלצול 2 The Rise and Fall of Ziggy Stardust and the Spiders from Mars The Rise and Fall of Ziggy Stardust and the Spiders from Mars The Rise and Fall of the Third Reich עלייתו ונפילתו של הרייך השלישי The Rite of Spring פולחן האביב The River Café דה ריבר קפה The Road הדרך The Road Home חלומות פרטיים The Road Not Taken The Road Not Taken The Road to El Dorado הדרך לאל-דוראדו The Road to Jenin הדרך לג'נין The Road to Wigan Pier הדרך לרציף ויגן The Robbers השודדים The Robert Lee Memorial Arlington House בית ארלינגטון The Robots of Dawn רובוטים של שחר The Rock דה רוק The Rock הפריצה לאלקטרז The Rocketeer הרפתקאות רוקטיר The Rockin' Berries הרוקינ' בריס The Rocky Horror Picture Show מופע הקולנוע של רוקי The Rocky Horror Picture Show תבנית:מופע הקולנוע של רוקי The Rocky Horror Show מופע האימים של רוקי The Rocky and Bullwinkle Show רוקי ובולווינקל The Rolling Stones הרולינג סטונז The Rolling Stones קטגוריה:הרולינג סטונז The Rolling Stones - Goats Head Soup.jpg קובץ:GHSCover.jpg The Rolling Stones Rock and Roll Circus קרקס הרוקנרול של הרולינג סטונז The Rolling Stones albums קטגוריה:אלבומי הרולינג סטונז The Rolling Stones songs קטגוריה:שירי הרולינג סטונז The Roman Revolution המהפכה הרומית The Rome-Berlin Axis ציר רומא-ברלין The Ron Clark Story מורה לחיים The Ronettes The Ronettes The Room החדר The Roots of Heaven שורשי השמים The Rose הוורד The Rose רוז The Rose Tattoo השושנה המקועקעת The Rose That Grew from Concrete The Rose That Grew from Concrete The Rosie Project פרויקט רוזי The Round Up נקודת איסוף The Royal Conservatory of Music הקונסרבטוריון המלכותי למוזיקה The Royal Conservatory of Music alumni קטגוריה:בוגרי הקונסרבטוריון המלכותי למוזיקה The Royal Game משחק המלכים The Royal Opera קובנט גארדן בית האופרה המלכותית The Royal Tenenbaums משפחת טננבאום The Ruby in the Smoke סאלי לוקהארט: מסתרי אבן האודם The Rules of Attraction חוקי המשיכה The Rules of the Game חוקי המשחק The Rum Diary יומן הרום The Running Man הנרדף The Sacred War מלחמה קדושה The Salmon of Doubt סלמון הספק The Salvation הגאולה The Salvation Army צבא הישע The Samson Option: Israel's Nuclear Arsenal and American Foreign Policy מדיניות הגרעין של ישראל#מדיניות השימוש בנשק הגרעיני The Sandbaggers המובחרים The Sandman סאנדמן The Sarah Jane Adventures הרפתקאות שרה ג'יין The Satanic Bible התנ"ך השטני The Satanic Verses פסוקי השטן The Saturdays הסאטרדייז The Save-Ums כוח הצלה The Scapegoat שעיר לעזאזל The Scarecrow Scarecrow The Scarlet Pimpernel סקרלט פימפרנל The School for Wives בית ספר לנשים The School of Athens אסכולת אתונה The Science of Sleep מדעי החלום The Scientist The Scientist The Scorch Trials מבחני הכווייה The Score The Score The Score – An Epic Journey The Score - An Epic Journey The Scorpion and the Frog משל הצפרדע והעקרב The Scream הצעקה The Screaming Staircase גרם המדרגות הצורח The Script דה סקריפט The Sea of Monsters פרסי ג'קסון וים המפלצות The Seagull השחף The Search החיפוש The Searchers המחפשים The Seas with Nemo & Friends הימים החיים The Seasons העונות The Seasons עונות השנה The Seated Scribe פסל הלבלר היושב The Second Authority for Television and Radio הרשות השנייה לטלוויזיה ולרדיו The Second Coming ההתגלות השנייה The Second Generation רומח הדרקון: דור ההמשך The Second Sex המין השני The Secret הסוד The Secret Circle המעגל הסודי The Secret Code The Secret Code The Secret Garden סוד הגן הנעלם The Secret History of the Mongols ההיסטוריה הסודית של המונגולים The Secret Life of Bees החיים הסודיים של הדבורים The Secret Life of Pets החיים הסודיים של חיות המחמד The Secret Life of Saeed: The Pessoptimist האופסימיסט The Secret Life of Walter Mitty חייו הסודיים של וולטר מיטי The Secret Life of the American Teenager סודות ההתבגרות The Secret Policeman's Ball נשפי השוטר החשאי The Secret Seven השביעייה הסודית The Secret Show סוד כמוס The Secret Speech הנאום הסודי The Secret World of Alex Mack עולמה הסודי של אלכס מאק The Secret of Monkey Island הסוד של אי הקופים The Secret of NIMH על קסמים ועכברים The Secret of the Unicorn תעלומת ה"חד-קרן" The Secrets הסודות The Secrets of the Immortal Nicholas Flamel הסודות של ניקולס פלמל בן האלמוות The Seekers המשחרים The Selfish Gene הגן האנוכיי The Sergeants affair פרשת הסרג'נטים The Serpent's Shadow צל הנחש The Serpentine אגם הסרפנטיין The Settlers IV המתיישבים 4 The Seven Crystal Balls שבעת כדורי הבדולח The Seven Lamps of Architecture שבעת המאורות של האדריכלות The Seven Valleys שבעת העמקים The Seven Year Itch חטא על סף ביתך The Seventh Continent היבשת השביעית The Seventh Cross הצלב השביעי The Seventh Seal החותם השביעי The Shadow הצל The Shadow Rising האופל The Shadow of the Wind צלה של הרוח The Shadows הצלליות The Shaggs השאגס The Shakshuka System שיטת השקשוקה The Shard מגדל השארד The Shawshank Redemption חומות של תקווה The Shepherd's Granddaughter נכדתו של הרועה The Shield המגן The Shield and the Sword המגן והחרב The Shining הניצוץ The Shins השינס The Shipman's Tale סיפורו של הספן The Shoe People הנעלולים The Shooting Star הכוכב המסתורי The Shop on Main Street החנות ברחוב הראשי The Short Second Life of Bree Tanner החיים השניים הקצרים של ברי טאנר The Sick Child הילדה החולה The Silence of the Lambs שתיקת הכבשים The Silent Corner and the Empty Stage The Silent Corner and the Empty Stage The Silent Sun The Silent Sun The Silmarillion הסילמריליון The Silver Brumby טאורה The Silver Chair כס הכסף The Simpsons משפחת סימפסון The Simpsons ספר:משפחת סימפסון The Simpsons קטגוריה:משפחת סימפסון The Simpsons תבנית:משפחת סימפסון The Simpsons Movie משפחת סימפסון - הסרט The Simpsons Sing the Blues The Simpsons Sing the Blues The Simpsons characters קטגוריה:דמויות משפחת סימפסון The Simpsons: Bart vs. the Space Mutants בארט נגד מוטציות החלל The Sims The Sims The Sims 4 The Sims 4 The Sims Coverart.png תמונה:Ea-the-sims-pc.jpg The Sinatra Family Wish You a Merry Christmas The Sinatra Family Wish You a Merry Christmas The Singing Bell הפעמון המזמר The Single Factor The Single Factor The Singles 81→85 The Singles 81-85 The Singles 86–98 The Singles 86-98 The Singles Collection The Singles Collection The Sins of Thy Beloved The Sins Of Thy Beloved The Sins of the Cities of the Plain חטאי ערי המישור The Sirens of Titan הסירנות של טיטאן The Sisterhood of the Traveling Pants אחוות הג'ינס The Sisters of Mercy סיסטרס אוף מרסי The Six Million Dollar Man האיש השווה מיליונים סטיב אוסטין The Sixth Sense החוש השישי The Skin I Live In העור בו אני חי The Sky Moves Sideways The Sky Moves Sideways The Slap הסטירה The Slave העבד The Slave Ship ספינת העבדים The Sleep of Reason Produces Monsters תרדמת התבונה מולידה מפלצות The Sleeping Gypsy הצוענייה הנמה The Slim Shady LP The Slim Shady LP The Smashing Pumpkins The Smashing Pumpkins The Smashing Pumpkins discography דיסקוגרפיה של הסמאשינג פאמפקינס The Smeezingtons הסמיזינגטונס The Smiths The Smiths The Smiths הסמית'ס The Smurfs הדרדסים The Smurfs 2 הדרדסים 2 The Snow Goose The Snow Goose The Snow Queen מלכת השלג The Snows of Kilimanjaro שלגי הקילימנג'רו The Snows of Kilimanjaro שלגי קילימנג'רו The Social Contract האמנה החברתית The Social Network הרשת החברתית The Soft Machine The Soft Machine The Soft Parade The Soft Parade The Solar Garden הגן הסולארי The Solitude of Prime Numbers בדידותם של המספרים הראשוניים The Son of Man בנו של האדם The Son of Neptune בן נפטון The Song Remains the Same The Song Remains the Same The Song of Roland שירת רולאן The Sopranos הסופרנוס The Sorcerer's Apprentice שוליית המכשף The Sorcerer's Apprentice שוליית הקוסם The Sorceress: The Secrets of the Immortal Nicholas Flamel אשת הכשפים The Sorrows of Young Werther ייסורי ורתר הצעיר The Sound of Music צלילי המוסיקה The Sound of Music קטגוריה:צלילי המוסיקה The Sound of Silence The Sound of Silence The Soup מרק הוליוודי The Sparticle Mystery תעלומת ספרטיקל The Specials הספשלז The Spectacular Spider-Man ספיידרמן המדהים The Sphere הספירה The Spider's Stratagem אסטרטגיית העכביש The Spiderwick Chronicles עלילות ספיידרוויק The Spill Canvas דה ספיל קאנבס The SpongeBob Movie: Sponge Out of Water בובספוג מכנס מרובע: הסרט The SpongeBob SquarePants Movie בובספוג: הסרט The SpongeBob SquarePants Movie קטגוריה:בובספוג מכנסמרובע - סרטים The Spy Who Came in from the Cold המרגל שחזר מן הכפור The Spy Who Loved Me המרגלת שאהבה אותי The Squid and the Whale חיים בין השורות The Stand העמדה The Star-Spangled Banner המנון ארצות הברית The Starry Night ליל כוכבים The Station Agent אנשי התחנה The Steadfast Tin Soldier חייל הבדיל The Sting העוקץ The Stone Breakers שוברי האבנים The Stone Roses הסטון רוזס The Stones of Venice האבנים של ונציה The Stoning of Soraya M. סקילתה של סוראיה M The Stooges הסטוג'ס The Storm הסופה The Story Goes... The Story Goes... The Story of Art קורות האמנות The Story of San Michele מגילת סן מיקלה The Story of Wish You Were Here The Story of Wish You Were Here The Storyteller סיפורי עמים The Straight Story סיפור פשוט The Strain הנגיף The Strand Magazine סטרנד The Stranger הזר The Stranglers החונקים The Straw Hat כובע קש The Street Enters the House רעשי הרחוב חודרים אל הבית The Strokes הסטרוקס The Strokes - Is This It cover.png תמונה:Is-this-it-cover.jpg The Structure of Scientific Revolutions המבנה של מהפכות מדעיות The Subjection of Women שעבוד האישה The Suburbs The Suburbs The Successor אורי גלר מחפש את היורש The Suicide המתאבד The Suite Life Movie זאק וקודי החיים היפים על הסיפון - הסרט The Suite Life of Zack & Cody החיים היפים של זאק וקודי The Suite Life on Deck החיים היפים על הסיפון The Sum of All Fears כל הפחדים כולם The Sun סאן The Sun Also Rises וזרח השמש The Sunday Times סאנדיי טיימס The Super Globetrotters להטוטני הכדורסל The Supremes סופרימס The Surrender of Breda כניעת ברדה The Swan Princess סוד הממלכה הקסומה The Swatch Group סווטש The Sweet Hereafter המתיקות שאחרי The Sweetest Thing הכי מתוק שיש The Sweetheart of the Templar From the Valley of Rephaim אהובת הטמפלר מעמק רפאים The Swing of Delight The Swing of Delight The Swinging Blue Jeans הסווינגינג בלו ג'ינס The Swingle Singers סווינגל סינגרס The Swiss Family Robinson: Flone of the Mysterious Island משפחת רובינסון השווייצרית The Sword Thief גנב החרבות The Sword in the Stone החרב באבן The Sword of Moses חרבא דמשה The Sword of Summer להב הקיץ The Sword of Truth חרב האמת The Sylvester & Tweety Mysteries תעלומות סילבסטר וטוויטי The Syrian Bride הכלה הסורית The System Has Failed The System Has Failed The Taj Mahal Palace Hotel מתקפת הטרור במומבאי The Taking of Christ מאסרו של ישו The Taking of Joppa כיבוש יפו על ידי צחותי The Tale of Despereaux המסע של דספרו The Tale of Genji מעשה גנז'י The Tale of Igor's Campaign משא מלחמת איגור The Tale of Melibee הסיפור על מליבאוס The Tale of Tsar Saltan אגדת צאר סאלטן The Tale of the Dead Princess and the Seven Knights המעשייה על הנסיכה המתה ושבעת האבירים The Tale of the Fisherman and the Fish הדייג ודג הזהב The Talented Mr. Ripley הכישרון של מר ריפלי The Tales of Beedle the Bard מעשיות בידל הפייטן The Tales of Hoffmann סיפורי הופמן The Talisman הקמיע The Tallow Candle נר החלב The Talmud: The Steinsaltz Edition תלמוד שטיינזלץ The Taming of the Shrew אילוף הסוררת The Tank Museum מוזיאון הטנקים The Teachings of Don Juan משנתו של דון חואן The Teahouse of the August Moon בית התה של ירח אוגוסט The Tears The Tears The Tel Aviv Session The Tel Aviv Session The Tell-Tale Heart הלב המסגיר The Tempest הסערה The Temple Institute מכון המקדש The Temptations The Temptations The Ten Commandments עשרת הדיברות The Tenant of Wildfell Hall הדיירת מאחוזת ויילדפיל The Tender Trap המלכודת העדינה The Terminal טרמינל The Terminator שליחות קטלנית The Texas Chainsaw Massacre המנסרים מטקסס The Thanos Imperative הציווי של תנוס The Theory of Everything התאוריה של הכול The Thibaults בית טיבו The Thief Lord מלך הגנבים The Thief of Bagdad הגנב מבגדאד The Thin Red Line הקו האדום The Thing היצור The Thinker האדם החושב The Third Man האדם השלישי The Third Wave הגל השלישי The Third Wave תאוריית הגל השלישי The Third of May 1808 שלושה במאי 1808 The Thirteenth Floor הקומה השלוש עשרה The Thorn Birds ציפורים מתות בסתר The Three Caballeros שלושת הקבלרוס The Three Christs of Ypsilanti שלושת המשיחים מאיפסילנטי The Three Faces of Eve שלוש פנים לחוה The Three Little Pigs שלושה חזירונים קטנים The Three Musketeers שלושת המוסקטרים The Three Ravens שלושה בני עורב The Three Robbers שלושת השודדים The Three Soldiers אנדרטת מלחמת וייטנאם#פסל שלושת החיילים The Three Tenors שלושת הטנורים The Three Weeks ימי בין המצרים The Three-Body Problem בעיית שלושת הגופים The Threepenny Opera אופרה בגרוש The Throne of Fire כס האש The Tiger Lillies הטייגר ליליז The Tigger Movie טיגר: הסרט The Timberland Company טימברלנד The Time Machine מכונת הזמן The Time Traveler's Wife אשתו של הנוסע בזמן The Time Tunnel מנהרת הזמן The Time of Our Lives The Time of Our Lives The Time of the Doves כיכר היהלום The Timekeeper שומר הזמן The Timeless Way of Building The Timeless Way of Building The Times הטיימס The Times טיימס The Times Literary Supplement The Times Literary Supplement The Times of India הטיימס של הודו The Times of Israel The Times of Israel The Tin Drum תוף הפח The Ting Tings דה טינג טינגס The Tipping Point נקודת המפנה The Titan's Curse פרסי ג'קסון וקללת הטיטאן The Tom and Jerry Show טום וג'רי The Tombs of Atuan הקברים של אטואן The Tomorrow People אנשי המחר The Tonight Show The Tonight Show The Torah instruction of the Kohanim תורת כהנים The Tortoise and the Hare הצב והארנב The Tourist התייר The Tower of Babel מגדל בבל The Towering Inferno המגדל הלוהט The Town גנב עירוני The Town Mouse and the Country Mouse עכבר העיר ועכבר הכפר The Transformers הרובוטריקים The Transformers רובוטריקים The Transformers: The Movie רובוטריקים The Transliterator משתמש:המתעתק The Transporter המשלח The Travels of Benjamin III מסעות בנימין השלישי The Treachery of Images בגידת הדימויים The Treasure of the Sierra Madre האוצר מסיירה מדרה The Tree of Life עץ החיים The Tremeloes הטרמלוס The Trevor Project פרויקט טרוור The Trial המשפט The Trials of Oscar Wilde משפטי אוסקר ויילד The Tribe השבט The Triplets of Belleville שלישיית בלוויל The Tripods התלת רגליים The Triumph of Death ניצחון המוות The Troggs הטרוגס The Trojan Women נשות טרויה The Troops of St. Tropez השוטר מסן טרופז The Trouble with Harry מי רצח את הארי? The Troubles הסכסוך בצפון אירלנד The Truman Show המופע של טרומן The Truman Show delusion תסמונת המופע של טרומן The Trump Building בניין טראמפ The Trumpet of the Swan החצוצרה של לואי The Truth About Love The Truth About Love The Tudors שושלת טיודור The Turk הטורקי The Turkish Gambit גמביט טורקי The Turn of a Friendly Card The Turn of a Friendly Card The Turner Diaries יומני טרנר The Turtle Ninja משתמש:The Turtle Ninja The Turtles הצבים The Twelve התריסר The Twelve Apostles שנים-עשר השליחים The Twelve Caesars חיי שנים-עשר הקיסרים The Twelve Chairs שנים עשר כיסאות The Twelve Spies שנים עשר המרגלים The Twilight Saga: Breaking Dawn – Part 1 דמדומים 4: שחר מפציע - חלק 1 The Twilight Saga: Breaking Dawn – Part 2 דמדומים 4: שחר מפציע - חלק 2 The Twilight Saga: Eclipse דמדומים 3: ליקוי חמה The Twilight Saga: New Moon דמדומים 2: ירח חדש The Twilight Singers הטוויילייט סינגרז The Twilight Zone אזור הדמדומים The Twilight Zone Tower of Terror מגדל האימה של אזור הדמדומים The Two Gentlemen of Verona שני אדונים מוורונה The Ugly American האמריקני המכוער The Ugly Duchess הדוכסית המכוערת The Ugly Duckling הברווזון המכוער The Ugly Little Boy ילד האתמול The Ugly Truth האמת המכוערת The Ultimate Collection The Ultimate Collection The Ultimate Gift המתנה המושלמת The Ultimate Warrior ווריור The Umbrellas of Cherbourg מטריות שרבורג The Unbearable Lightness of Being הקלות הבלתי נסבלת של הקיום The Unbearable Lightness of Being הקלות הבלתי-נסבלת של הקיום The Undertaker מארק קאלאווי The Unfaithful Wife האישה הבוגדנית The Unit היחידה The Universe in a Nutshell היקום בקליפת אגוז The Unknown Warrior קבר הלוחם האלמוני The Unlikely Spy המרגל שלא ייאמן The Untouchables הבלתי משוחדים The Up-to-Date Sorcerer מכשף בן זמננו The Uplift Mofo Party Plan The Uplift Mofo Party Plan The Uplift War מלחמת הרימום The Used דה יוזד The Usual Suspects החשוד המיידי The Vagina Monologues מונולוגים מהווגינה The Valley of Fear עמק הפחד The Vampire Diaries יומני הערפד The Vamps The Vamps The Vanishing ההיעלמות The Vault הכספת The Vegan Society האגודה הטבעונית The Velvet Underground The Velvet Underground The Velvet Underground הוולווט אנדרגראונד The Velvet Underground קטגוריה:הוולווט אנדרגראונד The Velvet Underground תבנית:הוולווט אנדרגראונד The Velvet Underground & Nico The Velvet Underground and Nico The Velveteen Rabbit ארנב הקטיפה The Venetian Las Vegas ונישיאן The Venetian Macao ונישיאן The Verdict פסק דין The Vertigo of Bliss The Vertigo of Bliss The Verve The Verve The Very Best of Santana The Very Best of Santana The Very Hungry Caterpillar הזחל הרעב The Vicomte of Bragelonne: Ten Years Later הוויקונט דה בראז'לון The Village הכפר The Village Voice וילג' ווייס The Viper's Nest מאורת הנחש The Virgin Suicides חמש ילדות יפות The Visit ביקור הגברת הזקנה The Visitor The Visitor The Voice The Voice The Voice Israel The Voice ישראל The Voice Within The Voice Within The Voice of Frank Sinatra The Voice of Frank Sinatra The Voyage of the Dawn Treader המסע בדורך השחר The Vulture העיט The WB The WB The Wachowskis האחיות ואשובסקי The Walking Dead המתים המהלכים The Wall The Wall The Wall Street Journal וול סטריט ג'ורנל The Wall Street Journal people קטגוריה:סגל וול סטריט ג'ורנל The Walrus and the Carpenter סוס הים והנגר The Walt Disney Company חברת וולט דיסני The Walt Disney Company קטגוריה:דיסני The Wanted הוונטד The War Graves Photographic Project הפרויקט הצילומי של קברי המלחמה The War of Souls מלחמת הנשמות The War of the Roses מלחמת רוז ברוז The War of the Worlds מלחמת העולמות The Ward מחלקה סגורה The Warlock: The Secrets of the Immortal Nicholas Flamel הבוגד The Washington Institute for Near East Policy מכון וושינגטון למדיניות המזרח התיכון The Washington Post וושינגטון פוסט The Washington Post people קטגוריה:סגל וושינגטון פוסט The Washington Times וושינגטון טיימס The Wasps הצרעות The Waste Land ארץ הישימון The Water Horse: Legend of the Deep סוס המים The Watery Place מקום מלא מים The Wave הנחשול The Way The Way The Way I Am The Way I Am The Way I Are The Way I Are The Way We Were כך היינו The Way You Make Me Feel The Way You Make Me Feel The Way of the World דרכו של עולם The Weakest Link החוליה החלשה The Wealth of Nations עושר העמים The Wealth of Networks העושר של רשתות The Weavers האורגים The Wedding Date הדייט שלי לחתונה The Wedding at Cana החתונה בקנה The Weekly Standard ויקלי סטנדרד The Weeknd דה ויקנד The Weeknd discography דיסקוגרפיה של דה ויקנד The Weepies הוויפיז The Well of Loneliness תהום הבדידות The Well-Tempered Clavier הפסנתר המושווה The West Wing הבית הלבן The Western Wall Heritage Foundation הקרן למורשת הכותל המערבי The Wheel of Time מחזור כישור הזמן The Wheel of Time קטגוריה:מחזור כישור הזמן The Wheel of Time תבנית:כישור הזמן The White Cliffs of Dover הצוקים הלבנים של דובר The White Lady הגברת הלבנה The White Man's Burden משא האדם הלבן The White Ribbon סרט לבן The White Stripes הווייט סטרייפס The Who המי The Who קטגוריה:המי The Who Sell Out The Who Sell Out The Who albums קטגוריה:אלבומי המי The Wicker Man איש הקש The Wide Window USA.PNG תמונה:The Wide Window USA.png The Wiggles הוויגלס The Wikipedia Library ויקיפדיה:מיזמי ויקיפדיה/ויקי-ספריה/על ויקי- ספריה The Wild ג'ונגל סיטי The Wild Duck ברווז הפרא The Wild Soccer Bunch חבורת הכדורגל הפרועה The Will to Power הרצון לעוצמה The Willy Wonka Candy Company חברת וילי וונקה The Wimpy Kid Movie Diary יומנו של סרט The Wind Rises הרוח העולה The Wind in the Willows הרוח בערבי הנחל The Wind on the Moon רוח נושבת על הירח The Wind-Up Bird Chronicle קורות הציפור המכנית The Winds of War רוחות מלחמה The Winds of Winter רוחות החורף The Winner Takes It All The Winner Takes It All The Winter Queen עזאזל The Winter's Tale אגדת חורף The Wire הסמויה The Wisdom of Crowds חוכמת ההמונים The Wise Little Hen התרנגולת הקטנה והחכמה The Wishing Tree עץ המשאלות The Witch of Botoșani המכשפה The Witcher 3: Wild Hunt The Witcher 3: Wild Hunt The Witches המכשפות The Witches and the Grinnygog המכשפות והגריניגוג The Witches of Eastwick המכשפות מאיסטוויק The Witches' Market שוק המכשפות The Wiz הקוסם The Wizard of Oz הקוסם מארץ עוץ The Wolf Among Us The Wolf Among Us The Wolf and the Crane האריה והחסידה The Wolf of Wall Street הזאב מוול סטריט The Wolfman איש הזאב The Wolverine וולברין The Wolves of Mercy Falls הזאבים של גרייס The Woman in Black האישה בשחור The Woman in Red האישה באדום The Woman in the Dunes אישה בחולות The Women Men Don't See הנשים שהגברים אינם רואים The Wonder Years שנות הקסם The Wonderful Adventures of Nils מסע הפלאים של נילס הולגרסון The Wonderful Adventures of Nils נילס הולגרסון The Wonderful Wizard of Oz הקוסם מארץ עוץ The Woodstock Experience The Woodstock Experience The Work of Art in the Age of Mechanical Reproduction יצירת האמנות בעידן השיעתוק הטכני The Works The Works The World העולם The World Academy of Sciences TWAS The World According to Garp העולם על פי גארפ The World Factbook ספר העובדות העולמי The World Is Flat העולם הוא שטוח The World Is Not Enough העולם אינו מספיק The World Needs a Hero The World Needs a Hero The World This Week העולם הלילה The World Wars קטגוריה:מלחמות עולם The World We Knew The World We Knew The World at War העולם במלחמה The World at War עולם במלחמה The World of David the Gnome טובטוב הגמד The World of Yesterday העולם של אתמול The World's 50 Best Restaurants 50 המסעדות הטובות בעולם The World's End סוף העולם The Wrong Move תנועה מוטעית The Wrong Trousers המכנסיים הלא מתאימים The Wubbulous World of Dr. Seuss ד"ר סוס The X Factor The X Factor The X Factor קטגוריה:זוכי The X Factor The X Factor Israel אקס פקטור ישראל The X's משפחת האיקסים The X-Files קטגוריה:תיקים באפלה The X-Files תיקים באפלה The X-Files תיקים באפלה: הסרט The X-Files: I Want to Believe תיקים באפלה: רוצים להאמין The YIVO Encyclopedia of Jews in Eastern Europe אנציקלופדיית ייווא ליהודי מזרח אירופה The Yar/RPG Sandbox RPG The Yardbirds יארדבירדס The Year of the Hare שנת הארנב The Yellow Christ ישו הצהוב The Yellow House הבית הצהוב The Yes Album The Yes Album The Yes Men The Yes Men The Yeshiva צמח אטלס The Yiddish Policemen's Union איגוד השוטרים היידים The Young Lions כפירי אריות The Young Professionals TYP The Young and the Hopeless The Young and the Hopeless The Young and the Restless צעירים חסרי מנוח The Zahir הזאהיר The Zeitgeist Movement צייטגייסט The Zero Theorem תיאוריית האפס The Zionist Occupation Government conspiracy theory תאוריית הקשר על ממשלת הכיבוש הציונית The Zombies הזומביס The dirty trick התרגיל המסריח The empire on which the sun never sets האימפריה שהשמש אינה שוקעת בה לעולם The finger אצבע משולשת The medium is the message המדיום הוא המסר The mirror in the mirror ראי בתוך ראי The paramour sessions.jpg תמונה:Prcover.jpg The road to hell is paved with good intentions הדרך לגיהנום רצופה כוונות טובות The survival lottery הגרלת איברים The three circles model מודל שלושת המעגלים The twenty-four priestly gifts תבנית:כ"ד מתנות כהונה The war to end war המלחמה שתשים קץ למלחמה The writing on the wall משתה בלשאצר The wub/Ook! Ook! The xx The xx The-Dream The-Dream The-Q User:The-Q The-Queen-is-Dead-cover.png תמונה:1986 - The Queen Is Dead.jpg The.Q/sandbox/2015 Sligo Rovers F.C. season סליגו רוברס The.Q/sandbox/2016 Sligo Rovers F.C. season סליגו רוברס TheBlaze TheBlaze TheDraw TheDraw TheHoax/Userboxes/browser:PrefersFirefox תבנית:משתמש פיירפוקס TheHymenBlasters נייטוויש TheKing765432/sandbox מכתום בן ראשד אאל מכתום TheLimbicOne/sandbox סקיילאב TheMarker TheMarker ThePenultimatePeril.JPG תמונה:ThePenultimatePeril.jpg ThePromenader/Paris 2005 פריז TheQuiteSide/sandbox תקן הזהב Thea Gill תיאה גייל Thea von Harbou תיאה פון הארבו Theaceae קטגוריה:תאיים Theaceae תאיים Theano תיאנו Theater אולם תיאטרון Theater זירה Theater J ת'יאטר ג'יי Theater an der Wien תיאטר אן דר וין Theaters and campaigns of World War II קטגוריה:זירות מלחמת העולם השנייה Theatre קטגוריה:תיאטרון Theatre תיאטרון Theatre award winners קטגוריה:זוכי פרסים לתיאטרון Theatre awards קטגוריה:פרסי תיאטרון Theatre by country קטגוריה:תיאטרון לפי מדינה Theatre by culture קטגוריה:תיאטרון לפי תרבות Theatre critics קטגוריה:מבקרי תיאטרון Theatre director במאי תיאטרון Theatre directors קטגוריה:במאי תיאטרון Theatre directors from Georgia קטגוריה:במאי תיאטרון גאורגים Theatre festivals קטגוריה:פסטיבלי תיאטרון Theatre in Argentina קטגוריה:תיאטרון ארגנטינאי Theatre in Australia קטגוריה:תיאטרון אוסטרלי Theatre in Austria קטגוריה:תיאטרון אוסטרי Theatre in Belgium קטגוריה:תיאטרון בלגי Theatre in Denmark קטגוריה:תיאטרון דני Theatre in Egypt קטגוריה:תיאטרון מצרי Theatre in Finland קטגוריה:תיאטרון פיני Theatre in France קטגוריה:תיאטרון צרפתי Theatre in Georgia קטגוריה:תיאטרון גאורגי Theatre in Germany קטגוריה:תיאטרון גרמני Theatre in Greece קטגוריה:תיאטרון יווני Theatre in Hungary קטגוריה:תיאטרון הונגרי Theatre in Ireland קטגוריה:תיאטרון אירי Theatre in Israel קטגוריה:תיאטרון בישראל Theatre in Italy קטגוריה:תיאטרון איטלקי Theatre in Norway קטגוריה:תיאטרון נורווגי Theatre in Peru קטגוריה:תיאטרון פרואני Theatre in Romania קטגוריה:תיאטרון רומני Theatre in Russia קטגוריה:תיאטרון רוסי Theatre in Spain קטגוריה:תיאטרון ספרדי Theatre in Sweden קטגוריה:תיאטרון שוודי Theatre in Switzerland קטגוריה:תיאטרון שווייצרי Theatre in Tunisia קטגוריה:תיאטרון תוניסאי Theatre in Ukraine קטגוריה:תיאטרון אוקראיני Theatre in the Czech Republic קטגוריה:תיאטרון צ'כי Theatre in the Soviet Union קטגוריה:תיאטרון סובייטי Theatre in the United Kingdom קטגוריה:תיאטרון בריטי Theatre in the United States קטגוריה:תיאטרון אמריקאי Theatre of Cruelty תיאטרון האכזריות Theatre of Marcellus תיאטרון מרקלוס Theatre of Pompey תיאטרון פומפיוס Theatre of Tragedy Theatre of Tragedy Theatre of ancient Greece תיאטרון ביוון העתיקה Theatre of the Absurd קטגוריה:תיאטרון האבסורד Theatre of the Absurd תיאטרון האבסורד Theatre of the Oppressed תיאטרון המדוכאים Theatre templates קטגוריה:תבניות ניווט - תיאטרון Theatres קטגוריה:תיאטראות Theatres in Austria קטגוריה:תיאטרון אוסטרי Theatres in France קטגוריה:צרפת: תיאטראות Theatres in Georgia קטגוריה:גאורגיה: תיאטראות Theatres in Israel קטגוריה:ישראל: תיאטראות Theatres in London קטגוריה:לונדון: תיאטראות Theatres in New York City קטגוריה:ניו יורק: תיאטראות Theatres in Paris קטגוריה:פריז: תיאטראות Theatres in Russia קטגוריה:רוסיה: תיאטראות Theatres in Tel Aviv קטגוריה:תל אביב-יפו: תיאטראות Theatres in the United Kingdom קטגוריה:בריטניה: תיאטראות Theatrical adaptation עיבוד תיאטרוני Theatrical blood דם תיאטרלי Theatrical genres קטגוריה:סוגות בימתיות Theatrical producer מפיק תיאטרון Theatrical property רקוויזיט Theatrical scenery תפאורה Theatrologists קטגוריה:חוקרי תיאטרון Theba pisana דרחול Theban Necropolis הנקרופוליס של תבאי Thebe תבה Thecla טקלה הקדושה Thecodontia תקודונטיה Thecurran91/Chembond קשר כימי Theda Bara תידה בארה Theft גזל Thehand.jpg קובץ:New Avengers Vol 1 27 Textless.jpg Theia תיאה Thein Sein תיין סיין Their Eyes Were Watching God עיניהם הביטו באלוהים Their Satanic Majesties Request Their Satanic Majesties Request Theism תאיזם Theistic Satanism כת השטן Theistic evolution אבולוציה תאיסטית Thelema תלמה Thelma תלמה Thelma & Louise תלמה ולואיז Thelma Ritter תלמה ריטר Thelma Schoonmaker תלמה סקונמייקר Thelma Yellin High School of Arts alumni קטגוריה:בוגרי תלמה ילין Thelonious Monk ת'לוניוס מונק Thelxinoe תלקסינואי Them Crooked Vultures Them Crooked Vultures Thematic Apperception Test מבחן התפסת נושא Thematic map מפה נושאית Thembinkosi Fanteni טמבינקוסי פאנטיני Theme ערכת נושא Theme תמה Theme Hospital Theme Hospital Theme Park Theme Park Theme music נעימת נושא Themed Entertainment Association TEA Themis תמיס Themisto תמיסטו Themistocles תמיסטוקלס Themistocles Zammit תמיסטוקלס זאמיט Thenar eminence בליטת כף היד Theo Angelopoulos תיאו אנגלופולוס Theo James תיאו ג'יימס Theo Ratliff ת'יאו ראטליף Theo Rossi תיאו רוסי Theo Walcott ת'יאו וולקוט Theo van Gogh תאו ואן גוך Theobald Boehm תאובלד בהם Theobald von Bethmann-Hollweg תיאובלד פון בתמן-הולווג Theobroma cacao קקאו Theobromine תאוברומין Theocentricism תאוצנטריות Theocracy תאוקרטיה Theocritus תיאוקריטוס Theoderic the Great תיאודריך הגדול Theodicy תאודיציה Theodolite תאודוליט Theodor Adorno תאודור אדורנו Theodor Busse תאודור בוסה Theodor Dannecker תיאודור דנקר Theodor Duesterberg תיאודור דיסטרברג Theodor Eicke תאודור אייקה Theodor Fontane תאודור פונטאנה Theodor Gebre Selassie תאודור גברה סלאסי Theodor Hertzka תאודור הרצקה Theodor Herzl בנימין זאב הרצל Theodor Heuss תיאודור הויס Theodor Kotschy תיאודור קוטשי Theodor Körner תאודור קרנר Theodor Leschetizky תאודור לשטיצקי Theodor Lessing תיאודור לסינג Theodor Lichtenhein תיאודור ליכטנהיין Theodor Mommsen תאודור מומזן Theodor Morell תאודור מורל Theodor Nöldeke תיאודור נלדקה Theodor Rosetti תאודור רוסטי Theodor Schneider תאודור שניידר Theodor Schwann תאודור שוואן Theodor Svedberg תאודור סוודברג Theodor von Scheve תיאודור פון שווה Theodora קיסרית האימפריה הביזנטית תאודורה Theodora תאודורה Theodora of Sihla תאודורה הקדושה מסיחלה Theodore תאודורוס Theodore Bikel תיאודור ביקל Theodore Brameld תיאודור ברמלד Theodore Dreiser תאודור דרייזר Theodore Dwight Weld תיאודור דווייט ולד Theodore Frelinghuysen תאודור פרלינגהויסן Theodore Hall תאודור הול Theodore Harold Maiman תיאודור מיימן Theodore Motzkin תאודור מוצקין Theodore Roethke תיאודור רות'קה Theodore Roosevelt קטגוריה:תאודור רוזוולט Theodore Roosevelt תאודור רוזוולט Theodore Roosevelt Island תאודור רוזוולט Theodore Roosevelt Jr. הבן תאודור רוזוולט Theodore Roosevelt administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל תאודור רוזוולט Theodore Stephanides תיאודור סטפנידאס Theodore Sturgeon תאודור סטרג'ן Theodore Thomas תיאודור תומאס Theodore Tylor תיאודור טיילור Theodore William Richards תיאודור ויליאם ריצ'רדס Theodore von Kármán תיאודור פון קרמן Theodoric I תאודוריד הראשון Theodoros Papaloukas תיאודורוס פאפאלוקאס Theodoros Zagorakis תאודורוס זגוראקיס Theodorus the Atheist תאודורוס האתאיסט Theodosian dynasty קטגוריה:בית תאודוסיוס Theodosius Dobzhansky תאודוסיוס דובז'נסקי Theodosius I תאודוסיוס הראשון Theodosius II קיסר האימפריה הביזנטית תאודוסיוס השני Theodosius the Cenobiarch תיאודוסיוס Theodotus of Byzantium תאודוטוס הביזנטיני Theodotus of Chios תאודוטוס מכיוס Theodric of Bernicia מלך ברניקיה תאודוריק Theofanis Gekas תאופניס גקאס Theognis of Megara תאוגניס Theogony תאוגוניה Theologiae/Sandbox איטליה Theologians קטגוריה:תאולוגים Theology קטגוריה:תאולוגיה Theology תאולוגיה Theophanes the Confessor תאופנס המוודה Theophanes the Greek תאופנוס היווני Theophilus ben Ananus תיאופילוס בן חנן Theophoric name שם תאופורי Theophrastus תאופרסטוס Theorem משפט Theorema Egregium Theorema Egregium Theorems in algebra קטגוריה:משפטים באלגברה Theorems in algebraic geometry קטגוריה:משפטים בגאומטריה אלגברית Theorems in analysis קטגוריה:משפטים באנליזה Theorems in combinatorics קטגוריה:משפטים בקומבינטוריקה Theorems in complex analysis קטגוריה:משפטים באנליזה מרוכבת Theorems in computational complexity theory קטגוריה:משפטים במדעי המחשב Theorems in functional analysis קטגוריה:משפטים באנליזה פונקציונלית Theorems in geometry קטגוריה:משפטים בגאומטריה Theorems in graph theory קטגוריה:משפטים בתורת הגרפים Theorems in group theory קטגוריה:משפטים בתורת החבורות Theorems in linear algebra קטגוריה:משפטים באלגברה לינארית Theorems in measure theory קטגוריה:משפטים בתורת המידה Theorems in number theory קטגוריה:משפטים בתורת המספרים Theorems in topology קטגוריה:משפטים בטופולוגיה Theoretical Inquiries in Law Theoretical Inquiries in Law Theoretical chemistry כימיה תאורטית Theoretical chemistry קטגוריה:כימיה תאורטית Theoretical motivation for general relativity תורת היחסות הכללית Theoretical physics פיזיקה תאורטית Theoretical physics קטגוריה:פיזיקה תאורטית Theory תאוריה Theory of Colours תאוריית הצבעים של גתה Theory of computation קטגוריה:חישוביות Theory of constraints תורת האילוצים Theory of everything התאוריה של הכול Theory of imputation השלכה Theory of mind תאוריה של תודעה Theory of multiple intelligences אינטליגנציות מרובות Theory of probability distributions קטגוריה:תורת ההתפלגויות Theory of relativity קטגוריה:תורת היחסות Theory of relativity תורת היחסות Theory of the Portuguese discovery of Australia היסטוריה של אוסטרליה#תאוריית גילוי אוסטרליה בידי הפורטוגזים Theosophical Society האגודה התאוסופית Theosophy האגודה התאוסופית#תאוסופיה Theoxena of Syracuse תיאוקסנה מסירקוסאי Thepassionposterface-1-.jpg קובץ:The-passion-of-the-christ.jpg Therapeutae תרפויטים Therapeutic horseback riding רכיבה טיפולית Therapeutic index חלון תרפויטי Therapeutic touch הילינג Theraphosa תראפוזה Theraphosidae קטגוריה:פרווניתיים Therapsid תראפסידה Therapsids קטגוריה:תראפסידה Therapy טיפול Therapy? ת'ראפי? Theravada טהרוואדה There She Is!! הנה היא! There Will Be Blood זה ייגמר בדם There ain't no such thing as a free lunch אין ארוחות חינם There and Everywhere Here There and Everywhere Here There's Plenty of Room at the Bottom יש שפע מקום בתחתית There's Something About Mary משתגעים על מרי Theremin טרמין Theresa Andrews תרזה אנדרוז Theresa May תרזה מיי Therese Alshammar תרסה אלסהמר Therese Brandl טרזה ברנדל Therese Giehse תרזה גיזה Theresian Military Academy האקדמיה הצבאית הטרזיאנית Theresienstadt concentration camp טרזיינשטט Theresienstadt concentration camp inmates קטגוריה:אסירים בגטו טרזיינשטט Theretra alecto רפרף הגפן Theriac תריאק Theridiidae כדורניים Theridiidae קטגוריה:כדורניים Therion Therion Therizinosaurs קטגוריה:תריזינוזאוריים Therizinosaurus תריזינוזאורוס Therma תרמה Thermal זרם אוויר חם Thermal comfort נוחות אקלימית Thermal conductivity מוליכות חום Thermal energy אנרגיה תרמית Thermal expansion התפשטות תרמית Thermal insulation בידוד תרמי Thermal low שקע תרמלי Thermal management צלעות קירור Thermal pollution זיהום תרמי Thermal radiation קרינת חום Thermal shock הלם תרמי Thermal sleeve שרוול תרמי Thermal wind טיוטה:הרוח התרמלית Thermionic emission פליטה תרמיונית Thermistor תרמיסטור Thermite תרמיט Thermobaric weapon חימוש תרמובארי Thermocline תרמוקלינה Thermocouple צמד תרמי Thermodynamic equilibrium שיווי משקל תרמודינמי Thermodynamic free energy אנרגיה חופשית Thermodynamic limit הגבול התרמודינמי Thermodynamic potential פוטנציאלים תרמודינמיים Thermodynamic process תהליך תרמודינמי Thermodynamics קטגוריה:תרמודינמיקה Thermodynamics תרמודינמיקה Thermoelectric generator גנרטור תרמואלקטרי Thermography דימות תרמי Thermogravimetric analysis אנליזה תרמוגרווימטרית Thermohaline circulation המסוע הימי Thermometer מדחום Thermonuclear weapon פצצת מימן Thermophile תרמופיל Thermosiphon תרמוסיפון Thermosphere תרמוספירה Thermostat תרמוסטט Thermus aquaticus Thermus aquaticus Theropoda תרופודה Theropods קטגוריה:תרופודה Thesaurus אגרון Theseus תסאוס Thesmophoria תסמופוריה Thesmophoriazusae חג הנשים Thespis תספיס Thessaloniki סלוניקי Thessaloniki קטגוריה:סלוניקי Thessaloniki Airport נמל התעופה הבינלאומי סלוניקי מקדוניה Thessaloniki Hagia Sophia האגיה סופיה Thessaloniki Metro הרכבת התחתית של סלוניקי Thessaly תסליה Theta תטא Theta Scorpii סרגס Thetawikisigma/Sandbox ויל אולדהם Thetis תטיס Theudas תאודאס Theudebald תיאודבלד Theudebert I תיאודברט הראשון Theuderic I תאודריק הראשון Theuderic III תאודריק השלישי Theuderic IV תאודריק הרביעי They Live הם חיים They shall not pass הם לא יעברו! Thiago Alcântara טיאגו אלקנטרה Thiago Ferreira dos Santos טיאגו פריירה דוס סנטוס Thiago Motta טיאגו מוטה Thiago Pereira טיאגו פריירה Thiago Silva טיאגו סילבה Thiamine ויטמין B1 Thiazide תיאזידים Thibaut Courtois טיבו קורטואה Thick as a Brick Thick as a Brick Thick-billed lark עפרוני עב-מקור Thick-billed murre אוריה דקת מקור Thick-billed raven עורב עב מקור Thickening agent חומר מסמיך Thief Thief Thief in law גנב בחוק Thien102 הקרפנטרז Thienbonhuor ביבליוגרפיה Thiepval Memorial אנדרטת תיאפוואל לנעדרי הסום Thierry Doubai תיירי דובאי Thierry Fidjeu תיירי טזאמטה Thierry Henry תיירי הנרי Thierry Jonquet תיירי ז'ונקה Thierry Marx תיירי מרקס Thierry Neuville ת'יירי נויביל Thiessen טיסן Thietmar of Merseburg תיטמר ממרסבורג Thigh ירך Thijs van Leer תייס ון ליר Thijs!bot משתמש:Thijs!bot Thilo Sarrazin תילו סראצין Thimble אצבעון Thimphu טהימפהו Thin Air Thin Air Thin film סרט דק Thin set שדה הילברטי Thin-film interference התאבכות משכבות דקות Thin-film-transistor liquid-crystal display TFT LCD Thing הדבר Thingol תינגול Things Fall Apart מפולת באומואופיה Things You Can Tell Just by Looking at Her דברים שאפשר לדעת עליה Things: A Story of the Sixties הדברים Thinis תיניס Think Like a Man לחשוב כמו גבר Think and Grow Rich חשוב והתעשר Think tank צוות חשיבה Thinking of You Thinking of You Thinocoridae קטגוריה:חופמי זרעים Thiol תיול Thiomargarita namibiensis Thiomargarita namibiensis Third Aliyah העלייה השלישית Third Amendment to the United States Constitution התיקון השלישי לחוקת ארצות הברית Third Army הארמייה השלישית Third Avenue השדרה השלישית Third Battle of Artois קרב ארטואה השלישי Third Battle of Gaza קרב עזה השלישי Third Battle of Kharkov קרב חרקוב השלישי Third Battle of Mount Hermon מבצע קינוח Third Battle of the Aisne הקרב השלישי על האן Third Battle of the Isonzo הקרב השלישי על האיזונצו Third Council of Constantinople ועידת קונסטנטינופוליס השלישית Third Crusade מסע הצלב השלישי Third Crusade קטגוריה:מסע הצלב השלישי Third Dynasty of Ur תקופת אור 3 Third Epistle of John איגרת יוחנן השלישית Third Epistle to the Corinthians האיגרת השלישית אל הקורינתים Third Geneva Convention אמנת ז'נבה השלישית Third Punic War המלחמה הפונית השלישית Third Servile War מלחמת העבדים השלישית Third Siege of Gibraltar המצור השלישי על גיברלטר Third Taiwan Strait Crisis משבר מצרי טאיוואן השלישי Third Temple בית המקדש השלישי Third Way הדרך השלישית Third World העולם השלישי Third eye העין השלישית Third generation דור שלישי Third generation game consoles תבנית:קונסולות המשחקים של הדור השלישי Third government of Israel ממשלת ישראל השלישית Third law of thermodynamics החוק השלישי של התרמודינמיקה Third party צד שלישי Third stream הזרם השלישי Third-generation jet fighter מטוס קרב של הדור השלישי Third-party beneficiary צד שלישי Third-person effect אפקט האדם השלישי Third-person shooters קטגוריה:משחקי יריות ממוחשבים Third-rate אונייה מדרגה שלישית Third-wave feminism הגל השלישי של הפמיניזם Thirst צמא Thirteen TH1RT3EN Thirteen שלוש עשרה Thirteen Attributes of Mercy שלש עשרה מידות Thirteen Colonies שלוש עשרה המושבות Thirteen Reasons Why 13 סיבות Thirteenth Amendment to the United States Constitution התיקון ה-13 לחוקת ארצות הברית Thirteenth government of Israel ממשלת ישראל השלוש עשרה Thirtieth government of Israel ממשלת ישראל השלושים Thirty Meter Telescope TMT Thirty Seconds to Mars 30 Seconds to Mars Thirty Tyrants שלושים הטיראנים Thirty Years' War מלחמת שלושים השנים Thirty Years' War קטגוריה:מלחמת שלושים השנים Thirty-first government of Israel ממשלת ישראל השלושים ואחת Thirty-fourth government of Israel ממשלת ישראל השלושים וארבע Thirty-second government of Israel ממשלת ישראל השלושים ושתיים Thirty-six Views of Mount Fuji 36 מבטים על הר פוג'י Thirty-third government of Israel ממשלת ישראל השלושים ושלוש Thiruvananthapuram טריוונדרום This This This Is Acting This Is Acting This Is Anna Mister God כאן אנה מר אל This Is How We Do This Is How We Do This Is Me... Then This Is Me... Then This Is Sinatra Volume 2 This Is Sinatra Volume 2 This Is Sinatra! This Is Sinatra! This Is Spinal Tap ספיינל טאפ This Is the End סוף. This Is the Life This Is the Life This Life החיים האלה This Love This Love This Man Must Die שהחיה תמות This Means War זאת מלחמה This was their finest hour הייתה זו שעתם היפה ביותר Thisisbossi משתמש:Thisisbossi Thistle קוץ Thlaspi חופניים Thocomerius טוקומריוס Tholeiitic magma series בזלת תולאיטית Thom Yorke תום יורק Thomae's function פונקציית רימן Thomanerchor מקהלת הנערים סנט תומאס Thomas משתמש:LaG roiL/תומס הקטר Thomas תומאס Thomas & Friends קטגוריה:תומס הקטר וחברים Thomas & Friends תומס הקטר וחברים Thomas & Friends characters קטגוריה:תומס הקטר - דמויות Thomas Abbt תומאס אבט Thomas Adès תומאס אדס Thomas Alfred Smyth תומאס אלפרד סמית' Thomas Allofs תומאס אלופס Thomas Alsgaard תומאס אלסגארד Thomas Aquinas תומאס אקווינס Thomas Arne תומאס ארן Thomas Attwood תומאס אטווד Thomas Babington Macaulay תומאס בבינגטון מקאולי Thomas Barthel תומאס ברתל Thomas Bayard תומאס בייארד Thomas Bayes תומאס בייס Thomas Becket תומאס בקט Thomas Beecham תומאס ביצ'ם Thomas Bernhard תומאס ברנהרד Thomas Berthold תומאס ברטולד Thomas Blake Glover תומאס בלייק גלובר Thomas Blamey תומאס בליימי Thomas Blatt תומס בלאט Thomas Brasch תומאס בראש Thomas Brdarić תומאס ברדריץ' Thomas Brodie-Sangster תומאס סאנגסטר Thomas Buergenthal תומאס בורגנטל Thomas Burke טום בורק Thomas Calabro תומאס קלאברו Thomas Carlyle תומאס קרלייל Thomas Cavendish תומאס קוונדיש Thomas Cech תומאס צ'ק Thomas Chippendale תומאס צ'יפנדייל Thomas Cook Airlines תומאס קוק איירליינס Thomas Cook Group קבוצת תומאס קוק Thomas Cranmer תומאס קרנמר Thomas Cromwell תומאס קרומוול Thomas D תומאס דה Thomas D'Alesandro Stadium אצטדיון קריית חיים Thomas Dekker תומאס דקר Thomas Dewey תומאס דיואי Thomas Doll תומאס דול Thomas Donilon טום דונילון Thomas Dooley תומאס דולי Thomas Eakins תומאס אייקנס Thomas Edison תומאס אלווה אדיסון Thomas Erastus תומס ארסטוס Thomas Fitchie תומאס פיצ'י Thomas Francis Meagher תומאס פרנסס מאהר Thomas Friedman תומאס פרידמן Thomas Gainsborough תומאס גיינסבורו Thomas Gibson תומאס גיבסון Thomas Gore Browne תומאס גור בראון Thomas Griffith Taylor תומאס גריפית' טיילור Thomas Haden Church תומאס היידן צ'רץ Thomas Hagerty תומאס האגרטי Thomas Hampson תומאס המפסון Thomas Hardy תומאס הרדי Thomas Harris תומאס הריס Thomas Haycraft תומאס הייקראפט Thomas Helmer תומאס הלמר Thomas Hendricks תומאס הנדריקס Thomas Hengelbrock תומאס הנגלברוק Thomas Henry Huxley תומאס הנרי האקסלי Thomas Heyward Jr. תומאס היוורד הבן Thomas Hicks תומאס היקס Thomas Hitzlsperger תומאס היצלסברגר Thomas Hobbes תומאס הובס Thomas Hodgkin תומאס הודג'קין Thomas Holtz Jr. תומאס הולץ הבן Thomas Huber תומאס האבר Thomas Humphrey Marshall תומאס המפרי מרשל Thomas Hunt Morgan תומאס הנט מורגן Thomas Häßler תומאס הסלר Thomas Ian Nicholas תומאס איאן ניקולס Thomas Jane תומאס ג'יין Thomas Jefferson תומאס ג'פרסון Thomas Jones תומאס ג'ונס Thomas Keller תומאס קלר Thomas Keller Medal מדליית תומאס קלר Thomas Kessler תומאס קסלר Thomas Kinkaid תומאס קינקייד Thomas Klestil תומאס קלסטיל Thomas Kraft תומאס קראפט Thomas Kretschmann תומאס קרצ'מן Thomas Kuhn תומאס קון Thomas Lawrence תומאס לורנס Thomas Ligotti תומאס ליגוטי Thomas Linke תומאס לינקה Thomas Lurz תומאס לורץ Thomas Macdonough תומאס מקדונו Thomas Mackenzie תומאס מקנזי Thomas Malory תומאס מלורי Thomas Mann תבנית:כתבי תומאס מאן Thomas Mann תומאס מאן Thomas Marshall תומאס מרשל Thomas Mayne Reid תומאס מיין ריד Thomas Meunier תומאס מונייר Thomas Midgley Jr. תומאס מידג'לי Thomas Mitchell תומאס מיצ'ל Thomas More תומאס מור Thomas Morley תומאס מורלי Thomas Müller תומאס מילר Thomas Newcomen תומאס ניוקומן Thomas Newman תומאס ניומן Thomas North תומאס נורת' Thomas Paine תומאס פיין Thomas Perez תומאס פרז Thomas Pickering תומאס פיקרינג Thomas Picton תומאס פיקטון Thomas Piketty תומא פיקטי Thomas Pinckney תומאס פינקני Thomas Postlethwaite תומאס פוסטלסויט Thomas Pynchon תומאס פינצ'ון Thomas Quasthoff תומאס קווסטהוף Thomas Ravelli תומאס ראבלי Thomas Reid תומאס ריד Thomas Reiter תומאס רייטר Thomas Riker תומאס רייקר Thomas Robert Malthus תומאס מלתוס Thomas Robinson תומאס רובינסון Thomas Roseingrave תומאס רוזינגרייב Thomas Sargent תומאס סרג'נט Thomas Savery תומאס סייוורי Thomas Schaaf תומאס שאף Thomas Schelling תומאס שלינג Thomas Schippers תומאס שיפרס Thomas Shapcott תומאס שפקוט Thomas Sowell תומאס סואל Thomas Stafford תומאס סטאפורד Thomas Steitz תומאס סטייץ Thomas Stewart Traill תומאס סטיוארט טרייל Thomas Strunz תומאס שטרונץ Thomas Szasz תומאס סאס Thomas Südhof תומאס סודהוף Thomas Tallis תומאס טאליס Thomas Tollemache תומאס טולמאץ' Thomas Tomkins תומאס טומקינס Thomas Tuchel תומאס טוכל Thomas Usk תומאס אסק Thomas Vermaelen תומאס ורמאלן Thomas Watson תומאס ווטסון Thomas Watson Jr. תומאס ווטסון הבן Thomas Wedgwood תומאס וג'ווד Thomas Weelkes תומאס וילקס Thomas Wilson תומאס וילסון Thomas Wilson Barnes תומאס וילסון בארנס Thomas Wolfe תומאס וולף Thomas Wolsey תומאס וולזי Thomas Wyatt תומאס וייאט Thomas Wyatt the Younger תומאס וייאט הצעיר Thomas Young תומאס יאנג Thomas the Apostle תומאס הקדוש Thomas the Tank Engine תומס הקטר Thomasine Christine Gyllembourg-Ehrensvärd תומסינה כריסטינה גילמבורג-אהרנסוורד Thomisidae סרטבישיים Thomisidae קטגוריה:סרטבישיים Thomisus onustus יפרוחית Thompson תומפסון Thompson submachine gun M1 תומפסון Thomson תומסון Thomson Airways ת'ומסון איירווייז Thomson's gazelle צבי תומסון Thon טהון Thong חוטיני Thoor Ballylee ת'ור בלילי Thor קטגוריה:סדרת טילי הת'ור Thor קטגוריה:תור Thor תור Thor DSV-2 תור DSV-2 Thor DSV-2U תור DSV-2U Thor Heyerdahl תור היירדאל Thor Hushovd תור הוסהובד Thor Steinar ת'ור שטיינר Thor and Delta rockets תבנית:סדרת טילי תור ודלתא Thor-Able תור-אייבל Thor-Ablestar תור-אייבלסטאר Thor-Agena תור-אג'ינה Thor-Burner תור-בורנר Thor-Delta תור-דלתא Thor: The Dark World תור: העולם האפל Thora Birch ת'ורה בירץ' Thoracic diaphragm סרעפת Thoracic surgeons קטגוריה:מנתחי לב-חזה Thoracic surgery קטגוריה:כירורגיית לב-חזה Thoracoacromial artery עורק החזה ושיא הכתף Thoracodorsal artery עורק החזה והגב Thorad-Agena תוראד-אג'ינה Thorax בית החזה Thorax חזה Thorax קטגוריה:בית החזה Thore Husfeldt/TSP translated from DE בעיית הסוכן הנוסע Thorin Oakenshield תורין צינת-אלון Thorite תוריט Thorium תוריום Thorn Þ Thorns ת'ורנס Thorny dragon מולך קוצני Thorold's deer אייל ת'ורולד Thorong La ת'ורונג לה Thoroughbred ת'ורוברד Thoroughfare דרך Thorpe ת'ורפ Thorstein Veblen תורסטן ובלן Thorsten Fink טורסטן פינק Thorsten Sellin יוהאן ת'ורסטן סלין Thorvald Nilsen תורוואלד נילסן Those Were the Days Those Were the Days Thoth תחות Thou shalt not commit adultery לא תנאף Thou shalt not covet לא תחמוד Thou shalt not kill לא תרצח Thou shalt not make unto thee any graven image איסור עשיית פסל Thou shalt not steal איסור גניבת אדם Thou shalt not take the name of the Lord thy God in vain שבועת שווא ושבועת שקר Thought חשיבה Thought ספר:חשיבה Thought experiment ניסוי מחשבתי Thought experiments קטגוריה:ניסויים מחשבתיים Thought experiments in ethics קטגוריה:ניסויים מחשבתיים במוסר Thousand Island dressing רוטב אלף האיים Thousand Islands אלף האיים Thousand Islands Bridge גשר אלף האיים Thrace קטגוריה:תראקיה Thrace תראקיה Thrace Abdera אבדרה Thracian Tomb of Kazanlak הקבר התראקי בקאזאנלק Thracian Tomb of Sveshtari הקבר התראקי בסוושטארי Thracian language תראקית Thracians תראקים Thrak Thrak Thrash metal קטגוריה:ת'ראש מטאל Thrash metal ת'ראש מטאל Thrash metal albums קטגוריה:אלבומי ת'ראש מטאל Thrash metal musical groups קטגוריה:להקות ת'ראש מטאל Thread תהליכון Threadfin butterflyfish פרפרון החוט Threat06 שיקגו ברס Three Three Three Bs שלושת ה-B Three Cheers for Sweet Revenge מיי כמיקל רומנס#Three Cheers for Sweet Revenge Three Cities שלוש הערים Three Colors: Blue שלושת הצבעים: כחול Three Colors: White שלושת הצבעים: לבן Three Crowns שלושת הכתרים Three Days Grace Three Days Grace Three Days and a Child שלושה ימים וילד Three Gorges Dam סכר שלושת הערוצים Three Hundred and Thirty Five Years' War יחסי הולנד - איי סילי Three Investigators שלושת הבלשים Three Jewels שלוש אבני החן Three Kingdoms שלוש הממלכות Three Kingdoms of Korea שלוש הממלכות של קוריאה Three Laws of Robotics שלושת חוקי הרובוטיקה Three Men and a Baby שלושה גברים ותינוקת Three Men in a Boat שלושה בסירה אחת Three Men on the Bummel שלושה גברים בבומל Three Mile Island accident תאונת אי שלושת המילין Three Oaths שלוש השבועות Three Parallel Rivers of Yunnan Protected Areas האזורים המוגנים בשלושת הנהרות המקבילים ביונאן Three Pilgrimage Festivals שלוש רגלים Three Principles of the People שלושת העקרונות של העם Three Sisters שלוש אחיות Three Sovereigns and Five Emperors שלושת המלכים וחמשת הקיסרים Three Spheres II שלושה כדורים 2 Three Two One שלוש שתיים אחת Three Views of Japan שלושת הנופים של יפן Three degrees of influence דרגות ההשפעה Three lookouts שלושת המצפים Three marks of existence שלושת סימני הקיום Three of a Perfect Pair Three of a Perfect Pair Three wise monkeys שלושת הקופים החכמים Three's Company שלושה בדירה אחת Three-Point Contest תחרות השלשות Three-age system מערכת שלוש התקופות Three-body problem בעיית שלושת הגופים Three-card Monte טריק שלושת הקלפים Three-dimensional rotation operator אופרטור סיבוב Three-dimensional space מרחב תלת-ממדי Three-hole pipe חליל שלושה נקבים Three-point field goal שלשה Three-sector theory תאוריית שלושת המגזרים Three-state solution פתרון שלוש המדינות Three-toed sloth עצלן תלת-אצבע Three-valued logic לוגיקה טרינארית Three-volley salute מטח כבוד Threefold repetition תיקו Threelovemonkeys/Sandbox אלל Threonine תראונין Threshing דישה Threshing board מורג Threshing floor גורן Threskiornis מגלן קדוש Threskiornithidae כפניים Threskiornithidae קטגוריה:כפניים Thrilla in Manila Thrilla in Manila Thriller Thriller Thriller מותחן Thriller films קטגוריה:סרטי מתח Thriller films by genre קטגוריה:סרטי מותחן לפי סוגה Thriller novels קטגוריה:ספרי מתח Thrips תריפסאים Throat גרון Throgs Neck Bridge גשר ת'רוגס נק Thrombin תרומבין Thromboangiitis obliterans מחלת בירגר Thrombocytopenia תרומבוציטופניה Thrombocytosis תרומבוציטוזיס Thrombophilia קרישיות יתר Thrombosis פקקת Throne כס Throne of God כיסא הכבוד Throne of Maximian כיסא מקסימיאנוס Thrones קטגוריה:כסים Throttle חנק Through a Glass Darkly מבעד הזכוכית האפלה Through the Looking-Glass מבעד למראה ומה אליס מצאה שם Through the Wire Through the Wire Through-the-lens metering TTL Throw-in זריקת חוץ Throwing It All Away Throwing It All Away Throwing knife סכין הטלה Thru-hiking מסע דרך Thrush קיכליים Thrush nightingale זמיר מנומר Thrust דחף Thrust reversal היפוך דחף Thrust vectoring הנעה וקטורית Thrust-to-weight ratio יחס דחף-משקל ThrustSSC ThrustSSC Thucydides תוקידידס Thue Christiansen ת'ו כריסטיאנסן Thug Life: Volume 1 Thug Life: Volume 1 Thuggish Ruggish Bone Thuggish Ruggish Bone Thugz Mansion Thugz Mansion Thule Society אגודת תולה Thulean Plateau רמת תוליאן Thulium תוליום Thumb אגודל Thumb sucking מציצת אצבע Thumb war מלחמת אגודלים Thumbcuffs אזיקי אגודל Thumbelina אצבעונית Thumbs signal זקיפת אגודל Thumper טמפר Thun תון Thunder רעם Thunder Bay ת'אנדר ביי Thunder gods קטגוריה:אלי הרעם ThunderCats חתולי הרעם Thunderball כדור הרעם Thunderbird ת'אנדרבירד Thunderbirds כנפי הרעם Thunderbolt Thunderbolt Thunderbolt Ross הענק האדום Thunderbolts ת'נדרבולטס Thunderstorm סופת רעמים Thundra ת'נדרה Thunnus טונה Thure Lindhardt תור לינדהרדט Thurgau קטגוריה:תורגאו Thurgau תורגאו Thurgood Marshall ת'ורגוד מרשל Thuringia קטגוריה:תורינגיה Thuringia תורינגיה Thurisaz ת'וריסז Thursday יום חמישי Thurston High School shooting קיפ קינקל Thus Spoke Zarathustra כה אמר זרתוסטרא Thutmose תחותמס Thutmose I תחותמס הראשון Thutmose II תחותמס השני Thutmose III תחותמס השלישי Thutmose IV תחותמס הרביעי Thyestes תיאסטס Thylacine זאב טסמני Thylacinidae זאבי כיס Thylacinus זאב כיס Thylacoleo אריה הכיס Thylacosmilus תיילקוסמילוס Thylakoid תילקואיד Thymelaeaceae מתנניים Thymelaeaceae קטגוריה:מתנניים Thymidine kinase תימידין קינאז Thymine תימין Thymol תימול Thymus בלוטת התימוס Thymus קורנית Thymus capitatus קורנית מקורקפת Thyone תיאונה Thyreophora תיראופורה Thyroid בלוטת התריס Thyroid cancer סרטן בלוטת התריס Thyroid hormone resistance עמידות להורמון בלוטת התריס Thyroid-stimulating hormone תירוטרופין Thyropteridae דיסקתיים Thyrotropin-releasing hormone הורמון משחרר תירוטרופין Thyroxine תירוקסין Thyrsus תירסוס Thysanura קטגוריה:דגיגי כסף Thyssen-Bornemisza Museum מוזיאון תיסן בורנמיסה Théodore Dubois תאודור דובואה Théodore Géricault תאודור ז'ריקו Théodore Rousseau תאודור רוסו Théodore de Banville תאודור דה באנוויל Théodule-Armand Ribot תאודול ריבו Théophile Gautier תאופיל גוטייה Thérèse Delpech תרז דלפש Thérèse of Lisieux תרזה הקדושה מליזייה Thévenin's theorem משפט תבנין Théâtre Lyrique תיאטר ליריק Théâtre Optique פנטומימה קורנת Théâtre des Bouffes du Nord תיאטרון בוף דה נור Théâtre des Champs-Élysées תיאטרון שאנז אליזה Théâtre du Vieux-Colombier תיאטרון וייה-קולומבייה Thích Nhất Hạnh טיך נהאט האן Thích Quảng Đức טיץ' קואנג דוק Thābit ibn Qurra ת'אבת אבן קורה Tia Maria טיה מריה Tiago טיאגו Tiago Mendes טיאגו מנדס Tiago Splitter טיאגו ספליטר Tiamat תיאמת Tian Shan טיין שאן Tian Tan Buddha בודהה טיאן טאן Tiananmen Incident אירועי כיכר טיין-אן-מן Tiananmen Square כיכר טיין-אן-מן Tiananmen Square protests of 1989 אירועי כיכר טיין-אן-מן Tianasquare.jpg קובץ:Tianasquare.jpg Tianeti Municipality נפת תיאנתי Tiangong-1 טיאנגונג 1 Tianhe-2 טיהנהה-2 Tianhe-I טיהנהה-1 Tianjin טיינג'ין Tianjin Olympic Center Stadium אצטדיון מרכז הספורט האולימפי טיינג'ין Tianna Bartoletta טיאנה ברטולטה Tiara נזר Tiber טיבר Tiber קטגוריה:טיבר Tiber Island אי הטיבר Tiberian Hebrew ניקוד טברני Tiberias טבריה Tiberias קטגוריה:טבריה Tiberias Al-Majdal מג'דל Tiberias Football Stadium אצטדיון עירוני טבריה Tiberias Marathon מרתון טבריה Tiberias Samakh צמח Tiberius טיבריוס Tiberius Claudius Maximus טיבריוס קלאודיוס מקסימוס Tiberius Claudius Nero טיבריוס קלאודיוס נירון Tiberius Gemellus גמלוס Tiberius Gracchus טיבריוס סמפרוניוס גרקכוס Tiberius Julius Alexander טיבריוס יוליוס אלכסנדר Tiberius Sempronius Gracchus טיבריוס סמפרוניוס גרקכוס Tiberius Sempronius Longus טיבריוס סמפרוניוס לונגוס Tibet טיבט Tibet קטגוריה:טיבט Tibet Autonomous Region המחוז האוטונומי הטיבטי Tibet national football team נבחרת טיבט בכדורגל Tibetan Buddhism בודהיזם טיבטי Tibetan Buddhism קטגוריה:בודהיזם טיבטי Tibetan Buddhists קטגוריה:אנשי דת טיבטים Tibetan Buddhists from Tibet קטגוריה:אנשי דת טיבטים Tibetan alphabet כתב טיבטי Tibetan antelope אנטילופה טיבטית Tibetan macaque מקוק טיבטי Tibetan people קטגוריה:טיבטים Tibetan sand fox שועל חול טיבטי Tibetan snowcock חוגלה טיבטית Tibetan sovereignty debate הריבונות בטיבט Tibi טיבי Tibia טיביה Tibia שוקה Tibialis anterior muscle השריר השוקתי הקדמי Tibialis posterior muscle השריר השוקתי האחורי Tibidabo טיבידאבו Tibni תבני Tibor Déry טיבור דרי Tibor Rubin טיבור רובין Tibor Sekelj טיבור סקלי Tibouchina/jan25 שינה זעירה Tibouchina/testpage שינה זעירה Tic טיק Tic Tac טיק טק Tic-tac-toe איקס עיגול Ticha Penicheiro טישה פנישיירו Tichit תישית Ticho House בית טיכו Tichon Ironi Alef תיכון א' לאמנויות תל אביב Ticino טיצ'ינו Ticino קטגוריה:טיצ'ינו Tick קרציות Tick-borne diseases קטגוריה:מחלות המועברות על ידי קרציות Tick-borne encephalitis דלקת מוח מקרציות Ticker tape פסנוע Ticket כרטיס Ticket resale ספסרות Ticket to Ride Ticket to Ride Ticking time bomb scenario פצצה מתקתקת Tickle Me Elmo דגדג-אותי אלמו Tickling דגדוג Ticks קטגוריה:קרציות Ticlopidine טיקלופידין Tico Torres טיקו טורס Tidal Tidal Tidal תדעל Tidal Basin אגן הגאות Tidal bore נחשול גאות Tidal force כוח גאות Tidal locking הקפה סינכרונית Tide גאות ושפל Tidhar תדהר Tidjane Thiam טיג'אן תיאם Tidore טידורה Tie תיקו Tie Me Up! Tie Me Down! קשור אותי! אהוב אותי! Tie rod מוט מתיחה Tiemoko Garan Kouyaté טיימוקו גרן-קויאטה Tiergarten טירגארטן Tiergarten Schönbrunn גן החיות שנברון Tierney טירני Tierra del Fuego ארץ האש Tierra del Fuego קטגוריה:ארץ האש Tierra del Fuego Río Grande ריו גראנדה Tierra del Fuego gold rush הבהלה לזהב Tierradentro הפארק הלאומי טייראדנטרו Tietze extension theorem משפט ההרחבה של טיצה Tieum512 user:Tieum512 Tiferet Yisrael תפארת ישראל Tiferet Yisrael Synagogue בית הכנסת תפארת ישראל Tiffany & Co. טיפאני ושות' Tiffany Cohen טיפני כהן Tiffany Thornton טיפאני ת'ורנטון Tiffeny Milbrett טיפני מילברט Tiflis Alexander Nevsky Cathedral קתדרלת אלכסנדר נבסקי Tiflis Governorate פלך טביליסי Tifrah תפרח Tiger טיגריס Tiger טייגר Tiger Bay עד ראייה Tiger I טיגר Tiger II טיגר II Tiger Woods טייגר וודס Tiger beetle חיפושית הנמר Tiger shark כריש טיגריסי Tiger snake נחש טיגריסי Tiger's eye עין הנמר Tigerair טייגר איירווייז Tigers קטגוריה:טיגריס Tigers Militia הנמרים Tigerstripe פס נמר Tigger טיגר Tight binding מודל הקשירה ההדוקה Tightrope walking הליכה על חבל Tiglachin Monument אנדרטת תיגלצ'ין Tiglath-Pileser תגלת פלאסר Tiglath-Pileser I תגלת-פלאסר הראשון Tiglath-Pileser II תגלת-פלאסר השני Tiglath-Pileser III תגלת-פלאסר השלישי Tignes טין Tigon טייגון Tigran Petrosian טיגראן פטרוסיאן Tigran Sargsyan טיגראן סרקזיאן Tigranes the Great טיגראנס הגדול Tigray Region קטגוריה:תיגראי Tigray Region תיגראי Tigrayan People's Liberation Front החזית העממית לשחרור תיגראי Tigrayans תגרים Tigre תגרים Tigre language תיגרה Tigre people תגרה Tigres UANL טיגרס Tigres UANL footballers קטגוריה:כדורגלני טיגרס Tigrinya language תיגרינית Tigris חידקל Tigris River קטגוריה:חידקל Tihany טיהאן Tihomil Beritić טיהומיל בריטיץ' Tihomir Orešković טיהומיר אורשקוביץ' Tijuana טיחואנה Tik Tok Tik Tok Tikal טיקאל Tikhon Khrennikov טיחון חרניקוב Tikkun תיקון Tikkun תיקון קוראים Tikkun Chatzot תיקון חצות Tikkun HaKlali תיקון הכללי Tikkun olam תיקון עולם Tikopia טיקופיה Tikotin Museum of Japanese Art מוזיאון טיקוטין לאמנות יפנית Tikrit תיכרית Tiksi טיקסי Tiktaalik טיקטאליק Tikun Olam תיקון עולם Tikunei haZohar תיקוני הזוהר Tikva תקווה Til Schweiger טיל שווייגר Tilapia אמנון Tilburg טילבורח Tilburg University faculty קטגוריה:סגל אוניברסיטת טילברך Tilda Swinton טילדה סווינטון Tilde טילדה Tile אריח Tilia טיליה Tilikum טיליקום Till טיל Till Eulenspiegel טיל אוילנשפיגל Till Lindemann טיל לינדמן Till the Clouds Roll By עוד תעלה תזרח השמש Till the World Ends Till the World Ends Tillage חרישה Tilman Riemenschneider טילמן רימנשניידר Tilt טילט Tilt Ya Head Back Tilt Ya Head Back Tilting train רכבת רוכנת Tiltrotor מטה רוטור Tim Allen טים אלן Tim Berners-Lee טים ברנרס-לי Tim Blake Nelson טים בלייק נלסון Tim Borowski טים בורובסקי Tim Buckley טים באקלי Tim Buckley albums קטגוריה:אלבומי טים באקלי Tim Burton טים ברטון Tim Burton תבנית:טים ברטון Tim Cahill טים קייהיל Tim Cole טים קול Tim Coleman טים קולמן Tim Commerford טים קומרפורד Tim Conway טים קונווי Tim Cook טים קוק Tim Curry טים קארי Tim Duncan טים דאנקן Tim Farron טים פרון Tim Hardaway טים הארדוויי Tim Hardin טים הרדין Tim Henman טים הנמן Tim Howard טים הווארד Tim Kaine טים קיין Tim Kang טים קנג Tim Kring טים קרינג Tim Krul טים קרול Tim Matavž טים מטאבז' Tim McIlrath טים מקלארת' Tim McInnerny טים מקינרני Tim Minchin טים מינצ'ין Tim Montgomery טים מונטגומרי Tim O'Reilly טים או'ריילי Tim Page טים פייג' Tim Pawlenty טים פולנטי Tim Pigott-Smith טים פיגוט-סמית Tim Powers טים פאוורס Tim Rice טים רייס Tim Robbins טים רובינס Tim Roth טים רות' Tim Russ טים רוס Tim Russert טים ראסרט Tim Scott טים סקוט Tim Shaw טים שו Tim Sköld טים סקולד Tim Tam טים טאם Tim White טים וייט Tim Wiese טים ויזה Tim Woodward טים וודוורד Timaeus of Locri טימיאוס מלוקרי Timagenes טימגנס Timaliidae קטגוריה:טימליים Timar טימאר Timbaland טימבלנד Timbales טימבלס Timbre גוון Timbuktu טימבוקטו Time TIME Time Time Time זמן Time טיים מגזין Time קטגוריה:זמן Time קטגוריה:טיים מגזין Time קטגוריה:סגל טיים מגזין Time 100 טיים 100 Time After Time Time After Time Time Lord אדון זמן Time Machine Time Machine Time Out Time Out Time Person of the Year איש השנה של המגזין "טיים" Time To Know עת הדעת Time Vaults Time Vaults Time Warner טיים וורנר Time Warner קטגוריה:טיים וורנר Time Warner Center מרכז טיים וורנר Time and a Word Time and a Word Time clock שעון נוכחות Time complexity סיבוכיות זמן Time dilation תופעת התרחבות הזמן Time division multiple access TDMA Time for Kids מגזין טיים לילדים Time loop לולאת זמן Time management ניהול זמן Time of Favor ההסדר Time of Troubles תקופת הצרות Time of flight זמן מעוף Time of the Wolf שעת הזאבים Time perception תפיסת זמן Time periods in the Palestine region לוח התקופות בארץ ישראל Time portal פורטל זמן Time release technology שחרור מושהה Time series סדרה עתית Time to Leave הזמן שנשאר Time to live Time to Live Time travel מסע בזמן Time travel ספר:מסע בזמן Time travel קטגוריה:מסע בזמן Time travel films קטגוריה:סרטי מסע בזמן Time travel in television קטגוריה:מסע בזמן בטלוויזיה Time travel literature קטגוריה:מסע בזמן בספרות Time trial מרוץ נגד השעון Time zone אזור זמן Time's Arrow חץ הזמן Time-based currency סחר חליפין של הזמן Time-division multiplexing ריבוב#TDM TimeShard TimeShard Timecop טיימקופ Timecrimes פשעים בזמן Timeline טיים ליין Timeline Temperature Conversion תבנית:דיאגרמת העברת מעלות Timeline of Chinese history לוח זמנים של ההיסטוריה של סין Timeline of Christian missions היסטוריה של המיסיון הנוצרי Timeline of Star Trek ציר הזמן של מסע בין כוכבים Timeline of ancient Greece היסטוריה של יוון העתיקה Timeline of computer security hacker history תקיפת מחשב Timeline of cosmological theories מבנה היקום Timeline of events preceding World War II היסטוריה של השואה - השנים שלפני מלחמת העולם השנייה Timeline of iPhone models תבנית:ציר זמן לאייפון Timeline of international trade סחר בינלאומי#התפתחות הסחר הבינלאומי Timeline of meteorology היסטוריה של המטאורולוגיה Timeline of the 2014 Israel–Gaza conflict אירועי מבצע צוק איתן Timeline of the Yemeni Revolution ההפגנות בתימן Timeline of the history of the region of Palestine כרונולוגיה של אזור ארץ ישראל Timeline of women rabbis רב Timelines קטגוריה:כרונולוגיות Timeo Danaos et dona ferentes Timeo Danaos et dona ferentes Timeout Timeout Timer קוצב זמן Times Higher Education World University Rankings דירוג אוניברסיטאות בעולם של Times Higher Education Times Square כיכר טיימס Times and Winds ימים ורוחות Timestamp חותם זמן Timgad תימגאד Timing belt רצועת תזמון Timiș County טימיש Timișoara טימישוארה Timișoara קטגוריה:טימישוארה Timișoara Orthodox Cathedral הקתדרלה האורתודוקסית של טימישוארה Timkat טמקת Timm טים Timmerman טימרמן Timmins טימינס Timmy Bowers טימי באוורס Timmy Simons טימי סימונס Timmy Smith טימי סמית' Timmy Turner! A Fairly Odd Movie: Grow Up תתבגר! קסם של הורים - הסרט: טימי טרנר Timna Valley בקעת תמנע Timnah תל בטש Timnath-heres תמנת חרס Timo Bernhard טימו ברנהרד Timo Boll טימו בול Timo Hildebrand טימו הילדברנד Timo Horn טימו הורן Timo Mukka טימו מוקה Timo Soini טימו סויני Timo Werner טימו ורנר Timocracy טימוקרטיה Timocrates of Rhodes טימוקרטס מרודוס Timofei Dokschitzer טימופיי דוקשיצר Timofey Khryukin טימופיי חריוקין Timofey Mozgov טימופיי מוזגוב Timoleón Jiménez טימולאון חימנס Timon & Pumbaa טימון ופומבה Timon and Pumbaa טימון ופומבה Timon of Athens טימון איש אתונה Timon of Phlius טימון מפליוס Timor טימור Timor Leste Defence Force צבא מזרח טימור Timor Sea ים טימור Timor-Leste at the Olympics מזרח טימור במשחקים האולימפיים Timor-Leste at the Paralympics מזרח טימור במשחקים הפאראלימפיים Timor-Leste national football team נבחרת מזרח טימור בכדורגל Timorim תימורים Timothy Dalton טימותי דלטון Timothy Fosu-Mensah טימותי פוסו-מנסה Timothy Garton Ash טימותי גרטון אש Timothy Geithner טימותי גייטנר Timothy Hutton טימותי האטון Timothy Leary טימותי לירי Timothy Leatherman טים לדרמן Timothy McVeigh טימותי מקווי Timothy Olyphant טימותי אוליפנט Timothy Pickering טימות'י פיקרינג Timothy Snyder טימותי סניידר Timothy Spall טימותי ספול Timothy West טימותי וסט Timothé Luwawu-Cabarrot טימותי לואוו Timothée Atouba טימותי אטובה Timpani טימפני Timrat תמרת Timrem/Unblock תבנית:בקשת שחרור חסימה Timur טימור לנג Timur Bekmambetov טימור בקממבטוב Timur Bekmambetov תבנית:טימור בקממבטוב Timur Vermes טימור ורמש Timur's invasions of Georgia הפלישות הטימוריות לגאורגיה Timurid Empire השושלת הטימורית Timurid monarchs קטגוריה:האימפריה הטימורית Timwi משתמש:Timwi Tin בדיל Tin Hinan תין הינאן Tin Jedvaj טין ידבאיי Tin Pan Alley סמטת טין פאן Tin soldier חייל בדיל Tin whistle חלילית אירית Tina Fey טינה פיי Tina Maze טינה מזה Tina Strobos טינה סטרובוס Tina Thompson טינה תומפסון Tina Turner טינה טרנר Tinamiformes קטגוריה:טינמאים Tinamou טינמיים Tinariwen טינאריוון Tinder טינדר Tindersticks טינדרסטיקס Tindouf טינדוף Tinea capitis גזזת Tineidae עשיים Tineidae קטגוריה:עשיים Tinga טינגה Tingidae פשפשיתיים Tinian טיניאן Tinie Tempah טייני טמפה Tinker Bell טינקר בל Tinker Bell טינקרבל Tinker Bell and the Legend of the NeverBeast טינקרבל ואגדת לעולם לא Tinker Tailor Soldier Spy החפרפרת Tinnitus טנטון Tino Rossi טינו רוסי Tinok shenishba תינוק שנשבה Tinsmith פחח Tintagel טינטאגל Tintagel Castle טירת טינטאגל Tintin קטגוריה:טינטין Tintin and Alph-Art טינטין ואלף ארט Tintin and Hergé תבנית:טינטין Tintin and the Picaros טינטין והפיקורוס Tintin in America טינטין באמריקה Tintin in Tibet טינטין בטיבט Tintin in the Congo טינטין בקונגו Tintin in the Land of the Soviets טינטין בארץ הסובייטים Tinto de verano טינטו דה וראנו Tintoretto טינטורטו Tiny Buddha טייני בודהה Tiny Core Linux Tiny Core Linux Tiny Furniture רהיטים זעירים Tiny Toon Adventures עלילות טייני טון Tiny Toon Adventures: Buster and the Beanstalk באסטר ואפון הפלא Tiny Toon Adventures: How I Spent My Vacation עלילות טייני טון - כיף של חופשה Tiny Wings Tiny Wings Tiny house movement תנועת הבתים הקטנים Tio1 משתמש:Tio Tip O'Neill טיפ אוניל Tip en Tap הדוד טוביה הטוב Tipaza תיפאזה Tipi טיפי Tipp-Ex טיפקס Tippe top סביבון מתהפך Tippecanoe and Tyler Too טיפקאנו וטיילר גם Tippeligaen ליגת העל הנורווגית Tipping point נקודת המפנה Tipping the Velvet לגעת בקטיפה Tiqqun soferim תיקון סופרים Tira טירה Tirabin al-Sana תראבין א-צאנע Tiramisu טירמיסו Tiran טירן Tiran Island טיראן Tirana טירנה Tirana קטגוריה:טירנה Tirana International Airport Nënë Tereza נמל התעופה האם תרזה Tirant lo Blanch טיראנט לו בלאנש Tiras תירס Tiraspol טירספול Tiraspol קטגוריה:טירספול Tirat Carmel טירת כרמל Tirat Yehuda טירת יהודה Tirat Zvi טירת צבי Tire צמיג Tire manufacturers קטגוריה:יצרני צמיגים Tiresias טירסיאס Tiribazus טיריבזוס Tiridates I of Armenia מלך ארמניה טירידאטס הראשון Tirigan טיריגן Tiroche Auction House בית המכירות תירוש Tironut טירונות Tirosh תירוש Tirreno–Adriatico טירנו - אדריאטיקו Tirso de Molina טירסו דה מולינה Tirumalai Krishnamacharya קרישנהמצ'ריה Tirunesh Dibaba טירונש דיבאבה Tiryns טירינס Tirzah תרצה Tisamenus טיסמנוס Tish טיש Tisha B'Av תשעה באב Tishbi Winery יקבי תשבי Tishreen University אוניברסיטת תשרין Tishrei קטגוריה:תשרי Tishrei תשרי Tissaphernes טיספרנס Tissot's indicatrix מחוון טיסו Tissue רקמת תאים Tissue bank בנק עור Tissue engineering הנדסת רקמות Tissue paper ממחטת נייר Tisza טיסה Tiszaeszlár Affair עלילת טיסאסלר Tit ירגזיים Titan Titan Titan טיטאן Titan טיטאנים Titan טיטן Titan קטגוריה:סדרת טילי הטיטן Titan IIIA טיטן 3A Titan IIIE טיטן 3E Titan rockets תבנית:סדרת טילי הטיטן Titanate חומצה טיטנית Titania טיטניה Titanic טיטניק Titanic Memorial אנדרטת הטיטניק Titanic acid חומצה טיטנית Titanite טיטניט Titanium Titanium Titanium טיטניום Titanium Man איש הטיטאניום Titanium dioxide טיטניום דו-חמצני Titanoboa טיטאנובואה Titanoceratops טיטאנוצרטופס Titanosaur טיטנוזאוריה Titanosaurs קטגוריה:טיטנוזאוריה Titans קטגוריה:טיטאנים Tite Kubo טייט קובו Titeuf טיטוף Tithe מעשר Tithes in Judaism תרומות ומעשרות Tithonus טיתונוס Tithraustes טיתראוסטס Titi טיטי Titian טיציאן Titin טיטין Titisee טיטיזה Titius–Bode law חוק טיטיוס-בודה Titivillus טיטיוילוס Title of honor תואר כבוד Title page עמוד שער Titles קטגוריה:תארים Titles Deprivation Act 1917 חוק שלילת התארים 1917 Titlis טיטליס Tito Gobbi טיטו גובי Tito Okello טיטו אוקלו Tito Schipa טיטו סקיפה Tito Vilanova טיטו וילאנובה Titration טיטור Titta Ruffo טיטה רופו Titu Maiorescu טיטו מאיורסקו Titus טיטוס Titus Andronicus טיטוס אנדרוניקוס Titus Annius Milo טיטוס אניוס מילו Titus Corlățean טיטוס קורלציאן Titus Flavius Clemens טיטוס פלביוס קלמנס Titus Labienus טיטוס לאביינוס Titus Manlius Torquatus טיטוס מאנליוס טורקוואטוס Titus Pomponius Atticus טיטוס פומפוניוס אטיקוס Titus Tatius טיטוס טאטיוס Tiu טיו Tiv Ta'am טיב טעם Tivadar Csontváry Kosztka תיוודאר קוסטקה צ'ונטווארי Tivat טיווט Tivoli טיבולי Tivoli Gardens גני טיבולי Tivoli Hall טיבולי הול Tivoli-Neu אצטדיון טיבולי נוי Tiwanaku טיוואנאקו Tiya טייה Tiye תיה Tiësto טייסטו Tiësto discography דיסקוגרפיה של טייסטו Tiến Quân Ca המנון וייטנאם Tjeker ת'כר Tjepsen/Karin Michaelis קרין מיכאליס Tkemali מטבל טקמאלי Tkhine תחינות Tkibuli טקיבולי Tklapi טק'לאפי Tkuma האיחוד הלאומי - תקומה Tkuma תקומה Tkvarcheli טקווארצ'לי Tkvarcheli District טקווארצ'לי Tl תבנית:תב Tlalim טללים Tlaloc טלאלוק Tlamim תלמים Tlatelolco massacre טבח טלטלולקו Tlaxcala טלקסקלה Tlaxcala City טלקסקלה Tlemcen תלמסאן Tlepsh לפש Tlumach טלומאץ' Tlx תבנית:Tlx Tmall Tmall Tnuva תנובה Tnuvot תנובות To Be or Not to Be להיות או לא להיות To Catch a Thief לתפוס גנב To Kill a Mockingbird אל תיגע בזמיר To Kill a Mockingbird.JPG קובץ:Mockingbirdfirst.jpg To Our Children's Children's Children To Our Children's Children's Children To Rome with Love לרומא באהבה To Say Nothing of the Dog מלבד הכלב To Sir With Love לאדוני באהבה To Take a Wife ולקחת לך אישה To do תבנית:משימות לביצוע To the Christian Nobility of the German Nation אל האצולה הנוצרית של האומה הגרמנית To the End of the Land אשה בורחת מבשורה Toad טואד Toad קרפדות Toad in the hole קרפדה במאורה Toad73 תבנית:משתמש ויקיגמד Toamasina טומאסינה Toast הרמת כוסית Toast קלי Toaster מצנם ToastieIL משתמש:ToastieIL Toba catastrophe theory תאוריית אסון טובה Tobacco קטגוריה:טבק Tobacco Protest מרד הטבק באיראן Tobacco mosaic virus מוזאיקת הטבק Tobacco pipe מקטרת Tobacco smoking עישון Tobago טובגו Tobago Scarborough סקרבורו Tobey Maguire טובי מגווייר Tobi טובי Tobiads משפחת בית טוביה Tobiah טוביה העמוני Tobiah ben Eliezer טוביה בן אליעזר Tobias Asser טוביאס אסר Tobias Cohn טוביה כהן Tobias Geffen טוביה גפן Tobias Harris טוביאס האריס Tobias Hysén טוביאס היסן Tobias Menzies טוביאס מנזיס Tobias Rau טוביאס ראו Tobias Wolff טוביאס וולף Tobiko טוביקו Tobin Bell טובין בל Tobin tax מס טובין Toblach טובלאך Toblerone טובלרון Tobolsk טובולסק Tobramycin טוברמיצין Tobruk טוברוק Toby Alderweireld טובי אלדרווירלד Toby Jones טובי ג'ונס Toby Kebbell טובי קבל Toby Keith טובי קית' Toby Stephens טובי סטיבנס Toby Tyler טובי טיילר Tobă טובה Tocantins טוקנטינס Tocantins קטגוריה:טוקנטינס Tocantins Palmas פלמס Tocantins River טוקנטינס Tocană טוקאנה Toccata טוקטה Toch k'dei dibur תוך כדי דיבור Tocharian languages טוכארית Tocharians טוכארים Tochigi Nikkō ניקו Tochigi Prefecture טוצ'יגי Tochitură טוקיטורה Tocilizumab טוסיליזומב Tockus טוקוס Tockus קטגוריה:טוקוס Toco toucan טוקן הטוקו Tocolytic טוקוליטיקה Tocumen International Airport נמל התעופה הבינלאומי טוקומן Tod Browning טוד בראונינג Tod Robbins טוד רובינס Today היום Today/CE/AM תבנית:פרטי היום Todd Graff טוד גרף Todd McCarthy טוד מקארת'י Todd McFarlane טוד מקפרלן Todd Solondz טוד סולונדז Todd Strasser מורטון רו ToddLinhoff/Spherex xbox 5.1 surround sound system יורק אש Todi טודי Todor Burmov טודור בורמוב Todor Ivanchov טודור איבנצ'וב Todor Zhivkov טודור ז'יבקוב Todros ben Judah Halevi Abulafia טודרוס אבולעפיה Todt טוט Tody טודי Toe אצבעות כף הרגל Toei Animation טואי אנימציה Toeplitz טפליץ Tofaş S.K. טופאש בורסה Toffanin/Erri De Luca ארי דה לוקה Toffee טופי Tofiq Bahramov Republican Stadium אצטדיון טופיק בחרמוב Tofu טופו Tog טוג Toga טוגה Toga party מסיבת טוגה Togian babirusa בבירוסת טוג'יאן Togo טוגו Togo קטגוריה:טוגו Togo Mizrahi טוגו מזרחי Togo at the Olympics טוגו במשחקים האולימפיים Togo national football team נבחרת טוגו בכדורגל Togoland Campaign כיבוש טוגולנד Togolese footballers קטגוריה:כדורגלנים טוגולזים Togolese people קטגוריה:טוגולזים Togolese politicians קטגוריה:פוליטיקאים טוגולזים Toheart Toheart Toho טוהו Tohorot מסכת טהרות Tohorot סדר טהרות Toilet בית שימוש Toilet brush מברשת אסלה Toilet humour הומור בתי שימוש Toilet paper נייר טואלט Toilet roll holder מתקן לנייר טואלט Toilet seat מושב אסלה Toilet seat cover אסלנית Toilet training גמילה מחיתולים Toilets קטגוריה:בתי שימוש Toilets in Japan בתי שימוש ביפן Tok Pisin טוק פיסין Tokaj טוקאי Tokaj wine region חבל טוקאי Tokaji טוקאי Tokat טוקט Tokat Province טוקט Tokelau טוקלאו Tokelau קטגוריה:טוקלאו Token ring Token ring Toker טוקר Tokhtamysh טוכטמיש Toki Pona טוקי פונה Tokio Hotel טוקיו הוטל Tokoko/Pyotr Bagration פיוטר בגרטיון Tokonoma טוקונומה Tokugawa Ieyasu טוקוגאווה איאיאסו Tokugawa Yoshinobu יושינובו טוקוגאווה Tokugawa shogunate שוגונות טוקוגאווה Tokushima Prefecture טוקושימה Tokushima Tokushima טוקושימה Tokyo טוקיו Tokyo קטגוריה:טוקיו Tokyo Adachi אדאצ'י Tokyo Bay מפרץ טוקיו Tokyo Chūō צ'ואו Tokyo Disney Resort אתר הנופש טוקיו דיסני Tokyo Disney Resort קטגוריה:דיסנילנד טוקיו Tokyo DisneySea טוקיו דיסניסי Tokyo Disneyland דיסנילנד Tokyo Dome טוקיו דום Tokyo Dome City עיר הטוקיו דום Tokyo Express טוקיו אקספרס Tokyo Ghoul שדי טוקיו Tokyo Imperial Palace הארמון הקיסרי של טוקיו Tokyo International Forum טוקיו אינטרנשיונל פורום Tokyo Metro Ginza Line קו גינזה Tokyo Metropolitan Art Museum מוזיאון האמנות המטרופוליני של טוקיו Tokyo Musashino מוסאשינו Tokyo Olympiad אולימפיאדת טוקיו Tokyo Olympics אולימפיאדת טוקיו Tokyo Skytree עץ השמיים Tokyo Stock Exchange הבורסה לניירות ערך בטוקיו Tokyo Story סיפור טוקיו Tokyo The National Art Center טוקיו המרכז הלאומי לאמנות Tokyo Tower מגדל טוקיו Tola תולע בן פואה Toldos Aharon חסידות תולדות אהרן Toldos Avrohom Yitzchok חסידות תולדות אברהם יצחק Toldos Yeshurun תולדות ישורון Toledo טולדו Toledo Cathedral קתדרלת טולדו Toledot פרשת תולדות Toledot Yeshu ספר תולדות ישו Tolerance Monument אנדרטת הסובלנות Toleration סובלנות Tolhuin טולווין Toliara טוליארה Tolkien's Worlds ספר:עולם הפנטזיה של ג'. ר. טולקין Tolkien's legendarium לגנדריום Toll road כביש אגרה Toll roads קטגוריה:כבישי אגרה Toller טולר Tollund Man האיש מטולון Tolman–Oppenheimer–Volkoff limit גבול טולמן-אופנהיימר-וולקוף Tolna County טולנה Tolpuddle Martyrs קדושי טולפאדל Tolstoj טולסטוי Toluca טולוקה Toluene טולואן Tolui טולוי Tolypeutes ארמדיל שלוש-החגורות Tom טום Tom Almadon תום אלמדון Tom Arnold טום ארנולד Tom Ashley טום אשלי Tom Atkins טום אטקינס Tom Baker טום בייקר Tom Be'eri תום בארי Tom Berenger טום ברנג'ר Tom Bergen/new article name here ביקורת עמיתים Tom Bombadil תום בומבדיל Tom Boonen טום בונן Tom Boyd טום בויד Tom Brady טום בריידי Tom Burke טום בורק Tom Carper טום קרפר Tom Cavanagh טום קוואנו Tom Chambers טום צ'יימברס Tom Clancy טום קלנסי Tom Clancy's Op-Center חדר מלחמה Tom Clancy's Op-Center: Acts of War פעולות מלחמה Tom Clancy's Splinter Cell Splinter Cell Tom Clancy's The Division Tom Clancy's The Division Tom Cleverley טום קלברלי Tom Conti טום קונטי Tom Cotton טום קוטון Tom Courtenay טום קורטני Tom Crean טום קרין Tom Cruise טום קרוז Tom Daley טום דיילי Tom DeLonge טום דה-לונג' Tom Dolan טום דולאן Tom Dwan טום דוואן Tom Ellis טום אליס Tom Ewell טום יוול Tom Felton טום פלטון Tom Finney טום פיני Tom Fletcher טום פלטצ'ר Tom Ford טום פורד Tom Georgeson טום ג'ורג'סון Tom Godwin טום גודווין Tom Gola טום גולה Tom Goodman-Hill טום גודמן-היל Tom Gugliotta טום גוגליוטה Tom Hanks טום הנקס Tom Hardy טום הארדי Tom Heinsohn טום היינסון Tom Hiddleston טום הידלסטון Tom Holland טום הולנד Tom Hollander טום הולנדר Tom Hooper טום הופר Tom Huddlestone טום הדלסטון Tom Hulce טום הולס Tom Hulse/Datura דטורה Tom Hulse/draft Peony אדמוניתיים Tom Høgli טים הוגלי Tom Ince תום אינס Tom Jager טום ג'אגר Tom Joad טום ג'ואד Tom Jones טום ג'ונס Tom Kenny טום קני Tom Kristensen טום קריסטנסן Tom Lantos טום לנטוס Tom Lehrer טום לרר Tom Malchow טום מלצ'ו Tom McCarthy טום מקארתי Tom Meighan טום מייהן Tom Mix טום מיקס Tom Morello טום מורלו Tom Mulcair תומאס מולקייר Tom Odell משתמש:הוד מעלתו/טום אודל Tom Okker טום אוקר Tom Paris טום פאריס Tom Parker טום פארקר Tom Petty טום פטי Tom Regan טום ריגן Tom Riley טום ריילי Tom Ripley טום ריפלי Tom River טום Tom Rob Smith טום רוב סמית Tom Robbins טום רובינס Tom Robinson טום רובינסון Tom Rogic טום רוג'יץ' Tom Rosenthal טום רוזנטל Tom Segev תום שגב Tom Selleck טום סלק Tom Sizemore טום סייזמור Tom Starke טום שטארקה Tom Stoppard טום סטופארד Tom Swift תום סוויפט Tom Szaky טום זאקי Tom Thibodeau טום ת'יבודו Tom Tully טום טולי Tom Udall טום יודול Tom Verlaine טום ורליין Tom Vilsack טום וילסאק Tom Waddell טום ואדל Tom Waits טום וייטס Tom Ward טום וורד Tom Watson טום ווטסון Tom Welling טום ולינג Tom Whittaker טום ויטאקר Tom Wilkinson טום וילקינסון Tom Wisdom טום ויזדום Tom Wolf טום וולף Tom Wolfe טום וולף Tom and Jerry טום וג'רי Tom of Finland טום אוף פינלנד Tom yum טום יאם Tom-/Contact us/1 ויקיפדיה:יצירת קשר Tom-Yum-Goong טום יאם גונג Tom94022/Interface ממשק תוכנה TomTom TomTom Toma תומא Toma Sik ישעיהו תומא שי"ק Tomahawk BGM-109 טומהוק Tomahawk טומהוק Tomas Brolin תומאס ברולין Tomas Lindahl תומאס לינדל Tomas Tranströmer תומאס טראנסטרמר Tomas Van Den Spiegel תומאס ואן דן שפיגל Tomashpil טומשפול Tomaso Albinoni תומאזו אלבינוני Tomaso Antonio Vitali תומאזו אנטוניו ויטאלי Tomaso Benvenuti תומאזו בנוונוטי Tomasz Kuszczak תומאש קושצ'אק Tomasz Majewski תומאש מייבסקי Tomasz Wachowski משתמש:Klondek Tomasz Wałdoch תומאש ולדוך Tomaszów טומשוב Tomaszów Lubelski טומשוב לובלסקי Tomaszów Mazowiecki טומשוב מזובייצקי Tomaszów Mazowiecki County Ujazd אוייזד Tomatina טומטינה Tomato עגבנייה Tomato paste רסק עגבניות Tomato sauce רוטב עגבניות Tomato soup מרק עגבניות Tomatoes קטגוריה:עגבנייה Tomay01/sandbox האחים אברלי Tomb Raider טומב ריידר Tomb of Absalom יד אבשלום Tomb of Askia קבר אסקיה Tomb of Benei Hezir קבר בני חזיר Tomb of Benjamin נבי ימין Tomb of Cyrus קבר כורש Tomb of Daniel קבר דניאל הנביא Tomb of Esther and Mordechai קבר אסתר ומרדכי Tomb of Hafez קבר חאפז Tomb of Joshua קבר יהושע בן נון Tomb of Maimonides קבר הרמב"ם Tomb of Nebamun קבר נבמון Tomb of Noah קבר נח Tomb of Safdarjung קבר ספדרג'ונג Tomb of Samuel נבי סמואל Tomb of Simeon the Just קבר שמעון הצדיק Tomb of Zechariah קבר זכריה Tomb of the Unknown Soldier קבר החייל האלמוני Tomb of the Virgin Mary קבר מרים Tomboy טומבוי Tombs of Unknown Soldiers קטגוריה:קברים ואנדרטאות לזכר חיילים אלמונים Tombs of the Kings קברי המלכים Tombs of the Sanhedrin קברי הסנהדרין Tombstone הלמוש Tombstone טומסטון Tomcar תומקאר Tomchei Temimim ישיבת תומכי תמימים ליובאוויטש Tomchen1989 User:Tomchen1989 Tomer תומר Tomer Ben Yosef תומר בן יוסף Tomer Chencinski תומר חנצ'ינסקי Tomer Devorah תומר דבורה Tomer Haliva תומר חליבה Tomer Hanuka תומר חנוכה Tomer Hemed תומר חמד Tomer Heymann תומר הימן Tomer Or תומר אור Tomer Swisa תומר סויסה Tomer T משתמש:תומר ט Tomer Yosef תומר יוסף Tomer Z תומר צדקיהו Tomerbot משתמש:tomerbot Tomi Ungerer טומי אונגרר Tomica/Sandbox/Payphone Payphone Tomiichi Murayama טומיאיצ'י מוריאמה Tomiko Van טומיקו ואן Tomioka Silk Mill טחנת המשי בטומיאוקה Tomislav Erceg טומיסלב ארצג Tomislav Nikolić טומיסלב ניקוליץ' Tomislav Pajović טומיסלב פאיוביץ' Tomlinson טומלינסון Tommaso Campanella תומאזו קמפנלה Tommaso Landolfi תומאזו לנדולפי Tommaso Mocenigo טומאסו מוצ'ניגו Tommaso Traetta תומאסו טרטה Tomme טום Tommie Smith טומי סמית' Tommy Tommy Tommy טומי Tommy Arshansky טומי ארשנסקי Tommy Briercliffe טומי ברירקליף Tommy Dorsey טומי דורסי Tommy Douglas טומי דאגלס Tommy Emmanuel טומי עמנואל Tommy Flanagan טומי פלנגן Tommy Hilfiger טומי הילפיגר Tommy Lapid יוסף לפיד Tommy Lee Jones טומי לי ג'ונס Tommy Portimo טומי פורטימו Tommy Ramone טומי ראמון Tommy Robinson טומי רובינסון Tommy Sands טומי סנדס Tommy Taylor טומי טיילור Tommy e Oscar טומי ואוסקר Tomography טומוגרפיה Tomojirō Ikenouchi טומוג'ירו איקנוצ'י Tomorrow Tomorrow Tomorrow Never Dies מחר לנצח Tomorrow Never Knows Tomorrow Never Knows Tomorrow We Die Alive Tomorrow We Die Alive Tomorrow's Ashes cover.jpg Propagandhi - Today's Empires תמונה:Propagandhi - Today27s Empires2C Tomorrow27s Ashes.jpg Tomorrow's Pioneers חלוצי המחר Tomorrowland Tomorrowland Tomorrowland ארץ המחר Tomorrowland בחזרה למחר Tomorrowland Transit Authority PeopleMover רשות התחבורה של ארץ המחר Tomoyuki Yamashita טומויוקי ימאשיטה Tomsk טומסק Tomsk Oblast טומסק Tomsk State University אוניברסיטת טומסק Tomàs Garcés טומאס גרסס Tomás Eloy Martínez תומאס אלוי מרטינס Tomás Estrada Palma תומאס אסטרדה פאלמה Tomás González תומאס גונסאלס Tomás Hernández מורנו Tomás Hirsch תומאס הירש Tomás Luis de Victoria תומאס לואיס דה ויקטוריה Tomás Rincón תומאס רינקון Tomás de Torquemada תומאס דה טורקמדה Tomáš Berdych תומאש ברדיך Tomáš Garrigue Masaryk תומאס מסריק Tomáš Hubočan טומאש הובוצ'ן Tomáš Jirsák תומאש יירסאק Tomáš Necid תומאש נסיד Tomáš Rosický תומאש רוזיצקי Tomáš Skuhravý תומאש סקורהבי Tomáš Ujfaluši תומאש אויפלושי Tomáš Vaclík תומאש ואצ'ליק Ton Caanen טון קאנן Ton Koopman טון קופמן Tonacatecuhtli טונאקאטקוטלי Tonalamatl טונאלמאטל Tonale Pass מעבר טונלה Tonalite טונליט Tonality טונאליות Tonalpohualli טונאלפוואלי Tonatiuh טונאטיאו Tonde Burin סופר פיג Tondo ממלכת טונדו Tone טון Tone River טונה Toneelgroep Amsterdam טוגנילגרופ אמסטרדם Toner טונר Tonga טונגה Tonga קטגוריה:טונגה Tonga Trench שקע טונגה Tonga at the Olympics טונגה במשחקים האולימפיים Tonga at the Paralympics טונגה במשחקים הפאראלימפיים Tonga national football team נבחרת טונגה בכדורגל Tongan paʻanga פאנגה טונגאית Tongan people קטגוריה:טונגה: אישים Tongariro National Park הפארק הלאומי טונגרירו Tongass National Forest היער הלאומי טונגס Tongue לשון Tongue rolling גלגול לשון Tongue-twister משפט שובר שיניים Tonhalle Orchester Zürich תזמורת טונהאלה Toni Braxton טוני ברקסטון Toni Collette טוני קולט Toni Doblas טוני דובלאס Toni Frissell טוני פריסל Toni Kroos טוני קרוס Toni Kukoč טוני קוקוץ' Toni Morrison טוני מוריסון Toni Nadal טוני נדאל Toni Polster טוני פולסטר Toni Varela טוני וארלה Toni Šunjić טוני סוניץ' Tonic טוניק Tonic טוניקה Tonic water מי טוניק Tonight Tonight Tonight Tonight Tonight Tonight Tonight Tonight Tonight We Improvise הערב אימפרוביזציה Tonique Williams-Darling טוניק ויליאמס-דרלינג Tonkin Expedition commemorative medal מדליה לזכר קרב טונקין Tonkinese cat חתול טונקינזי Tonkünstler Orchestra תזמורת אמני הצליל Tonnage תפוסה Tonne טון Tono טון Tonsil שקדים Tonsillectomy ניתוח שקדים Tonsillolith אבני שקדים Tonton Macoute טונטון מקוט Tony טוני Tony Abbott טוני אבוט Tony Adams טוני אדמס Tony Allen טוני אלן Tony Almeida טוני אלמיידה Tony Award פרס טוני Tony Award winners קטגוריה:זוכי פרס טוני Tony Award-winning plays קטגוריה:מחזות זוכי פרס טוני Tony Banks טוני בנקס Tony Bennett טוני בנט Tony Bill טוני ביל Tony Blair טוני בלייר Tony Cliff טוני קליף Tony Cox טוני קוקס Tony Curtis טוני קרטיס Tony Danza טוני דנזה Tony DiCicco טוני דיצ'יקו Tony Estanguet טוני אסטאנגה Tony Fasson טוני פאסון Tony Frangieh טוני פרנג'יה Tony Gaffney טוני גפני Tony Goldwyn טוני גולדווין Tony Hawk טוני הוק Tony Iommi טוני איומי Tony Judt טוני ג'אט Tony Kakko טוני קאקו Tony Karon טוני קארון Tony Kushner טוני קושנר Tony Levin טוני לוין Tony Lilly טוני לילי Tony MacAlpine טוני מקאלפין Tony Parker טוני פארקר Tony Ray טוני ריי Tony Revolori טוני רוולורי Tony Richardson טוני ריצ'רדסון Tony Robbins אנתוני רובינס Tony Roberts טוני רוברטס Tony Scott טוני סקוט Tony Shalhoub טוני שלהוב Tony Sheridan טוני שרידן Tony Sirico טוני סיריקו Tony Visconti טוני ויסקונטי Tony Williams טוני ויליאמס Tony Woodcock טוני וודקוק Tony Yayo טוני יאיו Tony Yeboah טוני יבואה Tony1/DYK example sandbox תבנית:הידעת? Tony1/OTD example sandbox תבנית:היום בהיסטוריה 11 ביוני Tonya Harding טוניה הארדינג Too Much Johnson Too Much Johnson Too Rare to Die! Too Weird to Live Too Rare to Die! Too Weird to Live Too Short טו שורט Too...But... Jeff...I Love You Oh Too...But Jeff...I Love You ...Oh Tool טול Tool כלי Toolache wallaby וולאבי טולאצ' Toolbar סרגל כלים Toolbar תבנית:סרגל Tools ויקיפדיה:כלים Tools קטגוריה:כלים Tooltip רמז צץ Toomas Hendrik Ilves טומאס הנדריק אילווס Toonami Toonami Toontown Online Toontown Online Toophan טופאן Tooth Fairy פיית השיניים Tooth enamel זגוגית השן Tooth fairy פיית השיניים Tooth whitening הלבנת שיניים Tooth-billed bowerbird סוכי משונן-מקור Tooth-billed pigeon יונת סמואה Toothache כאב שיניים Toothbrush מברשת שיניים Toothed whale לווייתני שיניים Toothed whales קטגוריה:לווייתני שיניים Toothpaste משחת שיניים Toothpick קיסם שיניים Tootle טוטל הקטר Toots Thielemans טוטס טילמנס Tootsie טוטסי Tootsie Roll טוטסי רול Top Top Top סביבון Top Cat חתול בצמרת Top Cat and the Beverly Hills Cats חתול בצמרת פוגש את חתולי בוורלי הילס Top Eleven Football Manager Top Eleven Football Manager Top Gear טופ גיר Top Girls נשים בצמרת Top Gun אהבה בשחקים Top Gun טופ גאן Top Hat כובע צילינדר Top R&B/Hip-Hop Albums Top R&B/Hip-Hop Albums Top Secret! סודי ביותר! Top Shot Top Shot Top Thrill Dragster טופ ת'ריל דראגסטר Top hat כובע צילינדר Top of the Lake קצה האגם Top quark קווארק עליון Top rope climbing טיפוס TopRope Top roping טיפוס TopRope Top ten tennis players תבנית:עשר הטניסאיות הטובות ביותר Top-down and bottom-up design עיצוב מעלה-מטה ומטה-מעלה Top-level domain סיומת אינטרנט Top-level domains קטגוריה:סיומות אינטרנט Topaz טופז Tophel תופל Topher Grace טופר גרייס Topi טופי Topics in popular culture קטגוריה:תרבות לפי נושא Topiramate טופירמאט Topkapı Palace ארמון טופקאפי Toplessness טופלס Topographia Germaniae טופוגרפיה גרמניה Topographic map מפה טופוגרפית Topography טופוגרפיה Topography קטגוריה:טופוגרפיה Topography of Terror טופוגרפיה של הטרור Topoisomerase טופואיזומראז Topological group חבורה טופולוגית Topological groups קטגוריה:חבורות טופולוגיות Topological manifold יריעה טופולוגית Topological map מפה טופולוגית Topological sorting מיון טופולוגי Topological space מרחב טופולוגי Topological spaces קטגוריה:מרחבים טופולוגיים Topologist's sine curve עקומת הסינוס של הטופולוגים Topologists קטגוריה:טופולוגים Topology טופולוגיה Topology קטגוריה:טופולוגיה Toporiv טופוריב Topoľčany טופולצ'אני Toppserien ליגת העל הנורווגית לנשים Tops קטגוריה:סביבונים Topshop טופשופ Topspin סיבוב עילי Tor Tor Tor missile system 9K330 טור Tor-Kristian Karlsen טור-כריסטיאן קרלסן Tora Prison כלא טורה Torah תורה Torah Ore ישיבת תורה אור Torah Umesorah – National Society for Hebrew Day Schools תורה ומסורה Torah ark ארון קודש Torah books קטגוריה:ספרי התורה Torah database מאגר תורני Torah im Derech Eretz נאו-אורתודוקסיה Torah people קטגוריה:אישים בתורה Torah reading קטגוריה:קריאת התורה Torah reading קריאת התורה Torah study תלמוד תורה Torana טוראנה Toras Chaim תורת חיים Torat Eretz Yisrael תורת ארץ ישראל Torato Omanuto תורתו אומנותו Torcello טורצ'לו Torch להטוטנות עם אש Torch לפיד Torch Song Trilogy סיפור אהבה בשלושה פרקים Torch relay מרוץ לפיד Torch song סיפור אהבה בשלושה פרקים Torchwood טורצ'ווד Torgau טורגאו Torghatten טורגהאטן Torgu Parish טורגו Tori טורי Tori תורי Tori Amos טורי איימוס Tori Bowie טורי בואי Tori Kelly טורי קלי Tori Spelling טורי ספלינג Toric variety יריעה טורית Torii טוריאי Torii Mototada טוריאי מוטוטאדה Toriko טוריקו Torin Francis טורין פרנסיס Torin's Passage מסעותיו של טורין Torino טורינו Torino F.C. טורינו Torino F.C. managers קטגוריה:מאמני טורינו Torino F.C. players קטגוריה:כדורגלני טורינו Torino scale סולם טורינו Torit טוריט Torit Airport שדה התעופה טוריט Torn Curtain המסך הקרוע Tornado טורנדו Torne טורנה Toro טורו Toronto טורונטו Toronto קטגוריה:טורונטו Toronto Blue Jays טורונטו בלו ג'ייז Toronto City Hall בניין עיריית טורונטו Toronto FC טורונטו Toronto FC players קטגוריה:כדורגלני טורונטו Toronto Huskies טורונטו האסקיז Toronto International Film Festival פסטיבל הסרטים הבינלאומי בטורונטו Toronto Maple Leafs טורונטו מייפל ליפס Toronto Mount Pleasant Cemetery בית הקברות מאונט פלזנט Toronto Pearson International Airport נמל התעופה הבינלאומי טורונטו-פירסון Toronto Raptors טורונטו ראפטורס Toronto Raptors players קטגוריה:כדורסלני טורונטו ראפטורס Toronto Symphony Orchestra התזמורת הסימפונית של טורונטו Tororo District טורורו Torosaurus טורוזאורוס Torotoro National Park הפארק הלאומי טורוטורו Toroweap Formation תצורת טורוויפ Torpedo חשמלן Torpedo טורפדו Torpedo boat ספינת טורפדו Torpedo bomber מפציץ טורפדו Torpedo gunboat ספינת תותחים נושאת טורפדו Torpex טורפקס Torquato Tasso טורקוואטו טאסו Torquay טורקי Torquay United F.C. טורקי יונייטד Torquay United F.C. players קטגוריה:כדורגלני טורקי יונייטד Torque מומנט כוח Torr מילימטר כספית Torraye Braggs טוראיי בראגס Torre Agbar טורה אגבר Torre Annunziata טורה אנונציאטה Torre Europa מגדל אירופה Torre Picasso מגדל פיקאסו Torre de Madrid מגדל מדריד Torre del Mangia טורה דל מנג'ה Torrens title שיטת טורנס Torrent duck ברווז נהרות Torrent salamander סלמנדרות אולימפיות Torrenthorn טורנטהורן Torres טורס Torres Strait מצר טורס Torres Strait Islander Flag דגל תושבי האיים של מצר טורס Torres de Colón מגדלי קולון Torres de Santa Cruz מגדלי סנטה קרוס Torres del Paine National Park הפארק הלאומי טורס דל פיינה Torres20 משחק מחשב Torrevieja טורבייחה Torrey DeVitto טורי דה ויטו Torreón טוראון Torri Edwards טורי אדוארדס Torri Higginson טורי היגינסון Torricelli's law חוק טוריצ'לי Torsades de pointes טורסד דה פואנט Torse עטרה Torsion מאמץ פיתול Torsion פיתול Torsion pendulum clock שעון 400 יום Torsion spring מאזני פיתול Torso גו Torso קטגוריה:גו Torsten Frings טורסטן פרינגס Torsten Gütschow טורסטן גוטשואו Torsten Wiesel טורסטן ויזל TorstenGuise/Boyles' Law חוק בויל-מריוט Tort דיני נזיקין Tort law קטגוריה:דיני נזיקין Tort law תבנית:דיני נזיקין Torta caprese טורטה קפרזה Tortellini טורטליני Torticollis פיתול צוואר Tortilla טורטייה Tortoise צבים יבשתיים Tortoise heavy assault tank טורטויס Tortola טורטולה Tortosa טורטוסה Torture עינויים Torture קטגוריה:עינויים Toru Takemitsu טורו טאקמיצו Torus טורוס Torus knot קשר טורוס Toruń טורון Torvosaurus טורווזאורוס Torx טורקס Tory Burch טורי בורץ' Tosa Domain טוסה האן Tosa school אסכולת טוסה Tosafists קטגוריה:בעלי התוספות Tosafot תוספות Tosaint Ricketts טוסיין ריקטס Tosca טוסקה Tosefta תוספתא Tosh חסידות טאש Toshi Ichiyanagi טושי איצ'יאנאגי Toshiba טושיבה Toshihide Maskawa טושיהידה מסקאווה Toshihiro Takada טושיהירו טקדה Toshikazu Kawasaki טושיקאזו קוואסקי Toshiki Kaifu טושיקי קאיפו Toshio Ogawa טושיו אוגאווה Toshio Shiratori טושיו שירטורי Toshio Suzuki טושיו סוזוקי Toshiro Mifune טושירו מיפונה Tosia Altman טוסיה אלטמן Tosterup Castle טירת טוסתרופ Tostig Godwinson טוסטיג גודווינסון Tostão טוסטאו Toszek טושק Total Anarchy Total Anarchy Total Annihilation Total Annihilation Total Drama קטגוריה:אי-שרדות Total Drama Action אי-שרדות אקשן Total Drama All-Stars and Pahkitew Island אי-שרדות אולסטארס Total Drama Island אי-שרדות Total Drama Presents: The Ridonculous Race אי-שרדות: המירוץ Total Drama World Tour אי-שרדות מסביב לעולם Total Drama: Pahkitew Island אי-שרדות באי פקיטיו Total Drama: Revenge of the Island אי-שרדות הנקמה של האי Total Eclipse ליקוי מאורות Total Football טוטאל פוטבול Total Fucking Darkness Total Fucking Darkness Total Immersion טוטאל אימרז'ן Total Recall זיכרון גורלי Total War טוטאל וור Total air temperature טמפרטורת האוויר Total cost of ownership TCO Total electron content תוכן אלקטרוני כולל Total fertility rate שיעור פריון כולל Total internal reflection החזרה גמורה Total order סדר מלא Total quality management ניהול איכות כוללני Total return index מדד השקעה Total station תחנה כוללת Total war מלחמה כוללת Totalitarian democracy דמוקרטיה טוטליטרית Totalitarianism טוטליטריזם Totally Spies! טוטלי ספייס Totally bounded space מרחב חסום לחלוטין Totally disconnected space מרחב בלתי קשיר לחלוטין Totara LMS Totara LMS Totem טוטם Totem pole עמוד טוטם Totila טוטילה Toto טוטו Toto Cup גביע הטוטו Toto Cutugno טוטו קוטוניו Toto Ltd. טוטו Toto Tamuz טוטו תמוז Tots TV גאיה גל וגילי Tottenham טוטנהאם Tottenham Court Road דרך טוטנהאם קורט Tottenham Hotspur F.C. טוטנהאם הוטספר Tottenham Hotspur F.C. קטגוריה:טוטנהאם הוטספר Tottenham Hotspur F.C. managers קטגוריה:מאמני טוטנהאם הוטספר Tottenham Hotspur F.C. players קטגוריה:כדורגלני טוטנהאם הוטספר Tottori Prefecture טוטורי TottyBot משתמש:TottyBot Toucan טוקאן Toucan טוקניים Toucans קטגוריה:טוקניים Touch of Evil מגע של רשע Touch the Sky Touch the Sky Touch typing הקלדה עיוורת Touch-move rule נגעת-נסעת Touchback טאצ'בק Touchdown טאצ'דאון Touched by an Angel מגע של מלאכים Touchpad משטח נגיעה Touchscreen מסך מגע Touchstone Pictures סרטי טאצ'סטון Toulon טולון Toulouse טולוז Toulouse קטגוריה:טולוז Toulouse FC טולוז Toulouse FC managers קטגוריה:מאמני טולוז Toulouse FC players קטגוריה:כדורגלני טולוז Toulouse and Montauban shootings פיגועי הירי בדרום צרפת Toumb משתמש:יוסף שמח Tour Down Under טור דאון אנדר Tour Montparnasse מגדל מונפרנאס Tour d'Aï טור ד'אאי Tour de France טור דה פראנס Tour de Mayen טור דה מאיין Tour de Romandie טור דה רומנדי Tour guide מורה דרך Tour guides קטגוריה:מורי דרך Tour of Flanders רונדה ון פלנדרן Tour puzzle חידת סיור Touraine טורן Tourette syndrome תסמונת טורט Touring club de France מועדון התיירות של צרפת Tourism קטגוריה:תיירות Tourism תיירות Tourism by country קטגוריה:תיירות לפי מדינה Tourism in Austria קטגוריה:אוסטריה: תיירות Tourism in Bulgaria קטגוריה:בולגריה: תיירות Tourism in Egypt קטגוריה:מצרים: תיירות Tourism in France קטגוריה:צרפת: תיירות Tourism in Germany קטגוריה:גרמניה: תיירות Tourism in Greece קטגוריה:יוון: תיירות Tourism in Hawaii קטגוריה:הוואי: תיירות Tourism in India קטגוריה:הודו: תיירות Tourism in Israel קטגוריה:ישראל: תיירות Tourism in Israel תיירות בישראל Tourism in Italy קטגוריה:איטליה: תיירות Tourism in Jordan קטגוריה:ירדן: תיירות Tourism in North Korea קטגוריה:קוריאה הצפונית: תיירות Tourism in Poland קטגוריה:פולין: תיירות Tourism in Switzerland קטגוריה:שווייץ: תיירות Tourism in Turkey קטגוריה:טורקיה: תיירות Tourism in the United States קטגוריה:ארצות הברית: תיירות Tourism in the United States by state קטגוריה:מדינות ארצות הברית: תיירות Tourism magazines קטגוריה:מגזיני תיירות Tourism ministers קטגוריה:שרי תיירות Tourism ministers of India קטגוריה:שרי התיירות של הודו Tourist attraction אטרקציה תיירותית Tourmaline טורמלין Tournai טורנה Tournai Cathedral קתדרלת טורנה Tournament גרף תחרות Tournament טורניר Tournament bracket templates קטגוריה:תבניות טורנירי נוקאאוט Tournament of the Towns תחרות הערים Tournedos Rossini טורנדו רוסיני Tournoi de Québec בל צ'אלנג' Touro Synagogue בית הכנסת טורו Tours טור Tours Cathedral קתדרלת טור Tours FC players קטגוריה:כדורגלני טור Toussaint Louverture טוסן לוברטיר Tout Va Bien הכול בסדר Touvarno Pinas טוברנו פינאס Tov טוב Tova Ilan טובה אילן Tova Milo טובה מילוא Tova Sanhadray טובה סנהדראי Tove Jansson טובה ינסון Tovstonogov Bolshoi Drama Theater תיאטרון הדרמה הגדול Towards the Sun Towards the Sun Towel מגבת Towel Day יום המגבת Tower מגדל Tower 42 מגדל 42 Tower Bridge גשר מצודת לונדון Tower Green טאוור גרין Tower Heist מיליארד סיבות לשוד Tower Hill גבעת מצודת לונדון Tower Hill Memorial אנדרטת גבעת מצודת לונדון Tower Semiconductor טאואר-ג'אז Tower block רב-קומות Tower defense הגנת מגדלים Tower of Babel מגדל בבל Tower of David מגדל דוד Tower of David Period תקופת מגדל דוד Tower of Elahbel מגדל אלהבל Tower of Hanoi מגדלי האנוי Tower of Hercules מגדל הרקולס Tower of Jericho מגדל יריחו Tower of London מצודת לונדון Tower of London קטגוריה:מצודת לונדון Tower of Silence מגדלי שתיקה Tower running מרוץ מדרגות Towers קטגוריה:מגדלים Towers in Israel קטגוריה:ישראל: מגדלים Towers of Midnight מגדלי חצות Town עיירה Town Musicians of Bremen המוזיקאים מברמן Town crier כרוז עירוני Town drunk שיכור העיירה Town square כיכר עירונית Town squares קטגוריה:כיכרות Towns and villages in the Republic of Ireland קטגוריה:אירלנד: ערים Towns in Colorado קטגוריה:קולורדו: עיירות Towns in Germany קטגוריה:גרמניה: ערים Towns in Hesse קטגוריה:הסן: ערים Towns in Lithuania קטגוריה:ליטא: עיירות Towns in Lower Saxony קטגוריה:סקסוניה התחתונה: ערים Towns in Malta קטגוריה:מלטה: ערים Towns in New Mexico קטגוריה:ניו מקסיקו: עיירות Towns in New York קטגוריה:ניו יורק: עיירות Towns in North Carolina קטגוריה:קרוליינה הצפונית: עיירות Towns in Romania קטגוריה:רומניה: ערים Towns in Saint Lucia קטגוריה:סנט לוסיה: ערים Towns in San Marino קטגוריה:סן מרינו: ערים Towns in Wales קטגוריה:ויילס: עיירות Towns in the United States קטגוריה:ארצות הברית: עיירות Townshend Acts חוקי טאונסנד Townsville טאונסוויל Toxic Toxic Toxic effects of substances chiefly nonmedicinal as to source קטגוריה:תוצאים רעילים של חומרים לא רפואיים Toxic shock syndrome תסמונת הלם רעלי Toxicity Toxicity Toxicology טוקסיקולוגיה Toxicology קטגוריה:טוקסיקולוגיה Toxin רעלן Toxodon טוקסודון Toxoplasmosis טוקסופלזמוזיס Toy צעצוע Toy Soldiers חיילי צעצוע Toy Story צעצוע של סיפור Toy Story קטגוריה:צעצוע של סיפור Toy Story תבנית:צעצוע של סיפור Toy Story 2 צעצוע של סיפור 2 Toy Story 3 צעצוע של סיפור 3 Toy Story 4 צעצוע של סיפור 4 Toy Symphony סימפוניית הצעצועים Toy block קוביות Toy companies קטגוריה:חברות צעצועים Toy train רכבת צעצוע Toyama Bay מפרץ טויאמה Toyama Prefecture טויאמה Toyama Toyama טויאמה Toynbee tiles אריחי טוינבי Toyo Ito טויו איטו Toyota טויוטה Toyota קטגוריה:טויוטה Toyota 86 טויוטה GT86 Toyota Allion טויוטה אליון Toyota Avanza טויוטה אבאנזה Toyota Camry טויוטה קאמרי Toyota Center טויוטה סנטר Toyota Corolla טויוטה קורולה Toyota Motor Corporation תבנית:טויוטה מוטור קורפוריישן Toyota Park טויוטה פארק Toyota Premio טויוטה פרמיו Toyota Prius טויוטה פריוס Toyota Prius V טויוטה פריוס פלוס Toyota Stadium פיצה האט פארק Toyota Yaris טויוטה יאריס Toyotomi Hideyoshi טויוטומי הידיושי Toys קטגוריה:צעצועים Toys "R" Us טויס אר אס Tpoc2012/sandbox ?????? ??? Tpvibes/Sandbox Datagram Congestion Control Protocol Tqibuli Municipality נפת טקיבולי Trabant טראבנט Trabelsi טרבלסי Trabzon טרבזון Trabzonspor טרבזונספור Trabzonspor footballers קטגוריה:כדורגלני טרבזונספור Trace עקבה Trace Cyrus טרייס סיירוס Trace element יסוד קורט Tracer ammunition קליע נותב Traceroute Traceroute Tracery תחרת חלונות Tracey Ullman טרייסי אולמן Tracey Wickham טרייסי ויקהאם Tracfin Tracfin Trachea קנה הנשימה Tracheal intubation צנרור קנה Tracheitis דלקת קנה הנשימה Tracheotomy פיום קנה Trachis טראכיס Trachoma גרענת Trachtenberg טרכטנברג Trachylepis margaritifera חומט הקשת Trachyte טרכיט Traci Lords טרייסי לורדס Track מסילת רכבת Track ballast רבד Track bicycle אופני מסלול Track cycling מרוץ אופני מסלול Track listing תבנית:רשימת השמעה Track while scan עקיבה במהלך סריקה Trackball כדור עקיבה Tracked תבנית:דווח בבגזילה Tracking גשש Tracking הסללה Tracksuit אימונית Tractate מסכת Tractatus Theologico-Politicus מאמר תאולוגי-מדיני Traction control system מערכת בקרת משיכה Tractive force כושר דחיפה Tractor טרקטור Tractor Sazi F.C. players קטגוריה:כדורגלני טרקטור סאזי Tractor beam קרן גרירה Tracy Austin טרייסי אוסטין Tracy Caulkins טרייסי קולקינס Tracy Chapman טרייסי צ'פמן Tracy Chevalier טרייסי שבלייה Tracy Hickman טרייסי היקמן Tracy McGrady טרייסי מקגריידי Tracy Spiridakos טרייסי ספירידקוס Trade מסחר Trade and Industry Ministry of Economy המסחר והתעשייה משרד הכלכלה Trade diversion הסטת סחר Trade fairs קטגוריה:ירידים Trade in services טרייד אין Trade secret סוד מסחרי Trade union איגוד מקצועי Trade unions in Israel קטגוריה:ארגוני עובדים בישראל Trade winds רוחות הסחר Trademark סימן מסחר Trademark symbol סמל סימן מסחרי Tradescantia היהודי הנודד Trading Places משנה מקום משנה מזל Trading card קלף אספנות Trading films קטגוריה:סרטים על שוק ההון Trading room חדר עסקות Tradition מסורת Tradition und Leben מסורת וחיים Traditional Chinese characters כתב סיני#סינית מפושטת Traditional Chinese medicine קטגוריה:רפואה סינית Traditional Chinese medicine רפואה סינית Traditional Mongolian alphabet כתב מונגולי Traditional heavy metal מטאל קלאסי Traditional music קטגוריה:מוזיקה עממית Traditions קטגוריה:מסורות Trafalgar טרפלגר Trafalgar Square כיכר טרפלגר Traffic טראפיק Traffic תעבורה Traffic collision תאונת דרכים Traffic collisions קטגוריה:תאונות דרכים Traffic congestion גודש תנועה Traffic enforcement camera מכמונת מהירות Traffic light רמזור Traffic reporting דיווחי תנועה Traffic sign תמרור Traffic signs קטגוריה:תמרורים Trafficking in film and television סחר בבני אדם Trafford Leigh-Mallory טרפורד לי מלורי Tragedy טרגדיה Tragedy of the commons הטרגדיה של נחלת הכלל Tragedy plays קטגוריה:טרגדיות Tragelaphus קודו Tragic Baboon משתמש:Tragic Baboon Tragic Kingdom Tragic Kingdom Tragicomedy films קטגוריה:סרטי קומדיה טרגית Tragulus איילון Trai Byers טריי ביירס Traian Băsescu טראיאן בססקו Traian Popovici טראיאן פופוביץ' Traianos Dellas טראיאנוס דלאס Trail of Tears Trail Of Tears Trailer קדימון Train טריין Train רכבת Train תבנית:טריין Train of Life רכבת החיים Train of Thought Train of Thought Train of thought חוט מחשבה Train station תחנת רכבת Train wreck תאונת רכבת Trainer מטוס אימון Trainer aircraft קטגוריה:מטוסי אימון Training אימון Training קטגוריה:הדרכה Trains קטגוריה:סוגי רכבות Trainspotting טריינספוטינג Trait theory פסיכולוגיית התכונות Trajan טריאנוס Trajan Langdon טרייג'ן לנגדון Trajan's Bridge גשר טריאנוס Trajan's Column עמוד טריאנוס Trajan's Forum פורום טריאנוס Trajectory מסלול Trajtenberg Committee ועדת טרכטנברג Trakai טרקאי Trakai District Municipality טרקאי Trakai Island Castle טירת האי Traktor טרקטור די ג'יי Traktor Chelyabinsk טרקטור צ'ליאבינסק Tram חשמלית Tramadol טרמדול Tramezzino טרמצינו Trampoline טרמפולינה Trampolining טרמפולינה Trams in Saint Petersburg החשמלית של סנקט פטרבורג Trams in Tbilisi החשמלית של טביליסי Trance טראנס Trance music מוזיקת טראנס Trance music groups קטגוריה:הרכבי טראנס Trance musicians קטגוריה:יוצרי מוזיקת טראנס Trancoso טרנקוסו Trani טראני Tranmere Rovers F.C. טרנמיר רוברס Tranmere Rovers F.C. players קטגוריה:כדורגלני טרנמיר רוברס Tranquillo Barnetta טרנקילו ברנטה Trans Europ Express טרנס-אירופה אקספרס Trans World Airlines טראנס וורלד איירליינס Trans and Intersex Association Bisexual Gay International Lesbian טרנס ואינטרסקס ביסקסואלים הומואים האיגוד הבינלאומי ללסביות Trans fat חומצת שומן טראנס Trans-African Highway network רשת הכבישים הטרנס-אפריקאית Trans-Amazonian Highway טרנס אמזוניקה Trans-American Footrace מרוץ חוצה ארצות הברית Trans-Arabian Pipeline צינור הנפט הטרנס-ערבי Trans-Asian Railway מסילת הברזל הטרנס-אסיאתית Trans-Caspian railway המסילה הטרנס-כספית Trans-Israel pipeline קו צינור אילת-אשקלון Trans-Neptunian object גוף טרנס-נפטוני Trans-Neptunian objects קטגוריה:גופים טרנס-נפטוניים Trans-Pacific Partnership השותפות הטראנס פסיפית Trans-Saharan gas pipeline צינור הגז הטרנס-סהרי Trans-Saharan trade סחר חוצה סהרה Trans-Siberian Railway הרכבת הטרנס-סיבירית Trans-cultural diffusion דיפוזיוניזם Trans-lunar injection תמרון מעבר ירחי Trans-tubular potassium gradient TTKG TransAsia Airways טרנס-אסיה איירווייז TransAsia Airways Flight 222 טיסה 222 של טרנס-אסיה איירווייז TransAsia Airways Flight 235 טיסה 235 של טרנס-אסיה איירווייז Transact-SQL Transact-SQL Transactinide element יסוד על-כבד Transaction cost עלות עסקה Transaction processing ניהול תנועות Transaction processing system מערכת עיבוד תנועות Transactional analysis מודל ניתוח עסקאות Transactional leadership מנהיגות עסקית Transactional net margin method השוואת הרווחים Transactive memory זיכרון טרנזקטיבי Transaero טראנסאארו Transamerica טראנסאמריקה Transamerica Pyramid פירמידת טרנסאמריקה Transantarctic Mountains ההרים הטראנס-אנטארקטיים Transavia טראנסאוויה Transbaikal עבר הבאיקל Transcaucasia עבר הקווקז Transcaucasian Democratic Federative Republic הרפובליקה הדמוקרטית הפדרלית של עבר הקווקז Transcaucasian Military District המחוז הצבאי של עבר הקווקז Transcaucasian Socialist Federative Soviet Republic הרפובליקה הסובייטית הפדרלית הסוציאליסטית עבר-הקווקז Transcendence טרנסצנדנטיות Transcendental Meditation מדיטציה טרנסצנדנטלית Transcendental Meditation קטגוריה:מדיטציה טרנסצנדנטלית Transcendental idealism אידאליזם טרנסצנדנטלי Transcendental number מספר טרנסצנדנטי Transcendental numbers קטגוריה:מספרים טרנסצנדנטיים Transcoding המרת קידוד Transcontinental Airway System נתיב האוויר חוצה ארצות הברית Transcription שעתוק Transcription תעתוק Transcription factor גורם שעתוק Transdanubia טרנסדנוביה Transducer מתמר Transduction התמרה Transduction התמרה חושית Transept טרנספט Transfection טרנספקציה Transfer העברות בכדורגל Transfer RNA TRNA Transfer function פונקציית תמסורת Transfer payment תשלום העברה Transfer pricing מחיר העברה Transfer-matrix method שיטת העברת מטריצות Transfer-messenger RNA TmRNA Transferase טרנספראז Transference העברה Transfiguration ההשתנות Transfiguration of Jesus ההשתנות Transfinite induction אינדוקציה טרנספיניטית Transformation טרנספורמציה Transformation matrix מטריצת מעבר Transformational leadership מנהיגות מעצבת Transformer Transformer Transformer שנאי Transformers קטגוריה:רובוטריקים Transformers רובוטריקים Transformers: Age of Extinction רובוטריקים 4: עידן ההכחדה Transformers: Animated רובוטריקים אנימייטד Transformers: Armada רובוטריקים ארמדה Transformers: Cybertron רובוטריקים סייברטרון Transformers: Dark of the Moon רובוטריקים 3: אפלת הירח Transformers: Revenge of the Fallen רובוטריקים 2: הנקמה Transfusion medicine קטגוריה:עירוי דם Transgender טרנסג'נדר Transgender קטגוריה:טרנסג'נדר Transgender and transsexual people קטגוריה:טרנסג'נדרים וטרנסקסואלים Transgender in film קטגוריה:טרנסג'נדר בקולנוע Transgender people and religion טרנסג'דריות ודת Transglobe Expedition משלחת טראנס-גלוב Transhumanism טרנס הומניזם Transient-key cryptography מפתח ציבורי Transistor טרנזיסטור Transit מעבר Transit of Mercury מעבר כוכב חמה על פני השמש Transit of Venus מעבר נוגה על פני השמש Transit-oriented development פיתוח מוטה-תחבורה ציבורית Transition metal מתכות מעבר Transition metals קטגוריה:מתכות מעבר Transition state מצב מעבר Transition state analog אנלוג של סובסטרט Transitional Federal Government ממשלת המעבר הפדרלית של סומליה Transitional fossil מאובן מעבר Transitive relation יחס טרנזיטיבי Transitive set קבוצה טרנזיטיבית Transitive verb פועל יוצא Transjordan עבר הירדן Transjordan Frontier Force חיל הספר העבר-ירדני Transkei טרנסקאי Translanguaging טרנסלנגוויג'ינג Translatewiki.net Translatewiki.net Translation ויקיפדיה:מדריך לתרגום ערכים Translation קטגוריה:תרגום Translation תרגום Translation scholars קטגוריה:חוקרי התרגום Translation studies חקר התרגום Translation studies קטגוריה:חקר התרגום Translators קטגוריה:מתרגמים Translators by destination language קטגוריה:מתרגמים לפי שפת יעד Translators by source language קטגוריה:מתרגמים לפי שפת מוצא Translators from Arabic קטגוריה:מתרגמים מערבית Translators from Chinese קטגוריה:מתרגמים מסינית Translators from Czech קטגוריה:מתרגמים מצ'כית Translators from Danish קטגוריה:מתרגמים מדנית Translators from English קטגוריה:מתרגמים מאנגלית Translators from French קטגוריה:מתרגמים מצרפתית Translators from German קטגוריה:מתרגמים מגרמנית Translators from Greek קטגוריה:מתרגמים מיוונית Translators from Hebrew קטגוריה:מתרגמים מעברית Translators from Hungarian קטגוריה:מתרגמים מהונגרית Translators from Italian קטגוריה:מתרגמים מאיטלקית Translators from Japanese קטגוריה:מתרגמים מיפנית Translators from Latin קטגוריה:מתרגמים מלטינית Translators from Polish קטגוריה:מתרגמים מפולנית Translators from Romanian קטגוריה:מתרגמים מרומנית Translators from Russian קטגוריה:מתרגמים מרוסית Translators from Spanish קטגוריה:מתרגמים מספרדית Translators from Swedish קטגוריה:מתרגמים משוודית Translators from Yiddish קטגוריה:מתרגמים מיידיש Translators to Arabic קטגוריה:מתרגמים לערבית Translators to English קטגוריה:מתרגמים לאנגלית Translators to French קטגוריה:מתרגמים לצרפתית Translators to German קטגוריה:מתרגמים לגרמנית Translators to Hebrew קטגוריה:מתרגמים לעברית Translators to Italian קטגוריה:מתרגמים לאיטלקית Translators to Latin קטגוריה:מתרגמים ללטינית Translators to Polish קטגוריה:מתרגמים לפולנית Translators to Russian קטגוריה:מתרגמים לרוסית Translators to Yiddish קטגוריה:מתרגמים ליידיש Transliteration תעתיק Translucent concrete בטון שקוף למחצה Transmedia storytelling טרנסמדיה Transmembrane protein חלבון טראנסממברנלי Transmetropolitan טרנסמטרופוליטן Transmission שידור Transmission תיבת הילוכים Transmission Control Protocol Transmission Control Protocol Transmission coefficient מקדם העברה Transmission electron microscopy מיקרוסקופ אלקטרונים חודר Transmission line קו תמסורת Transmission medium תווך Transmitter משדר Transnistria טרנסניסטריה Transnistria קטגוריה:טרנסניסטריה Transnistria Governorate טרנסניסטריה Transnistrian politicians קטגוריה:פוליטיקאים מטרנסניסטריה Transnistrian ruble רובל טרנסדנייסטרי Transoxiana טראנסאוקסאניה Transparency שקיפות Transparency and translucency שקיפות Transparent טרנספרנט Transpersonal psychology פסיכולוגיה טרנספרסונלית Transphobia טרנספוביה Transphobia and Biphobia International Day Against Homophobia היום הבינלאומי נגד הומופוביה Transpiration דיות Transplant rejection דחיית איבר Transplantation medicine קטגוריה:השתלת איברים Transport פורטל:תחבורה Transport קטגוריה:תחבורה Transport תחבורה Transport Tycoon Transport Tycoon Transport and Tourism Infrastructure Ministry of Land התחבורה והתיירות התשתיות משרד הקרקעות Transport by continent קטגוריה:תחבורה לפי יבשת Transport by country קטגוריה:תחבורה לפי מדינה Transport companies קטגוריה:חברות תחבורה Transport in Afghanistan קטגוריה:אפגניסטן: תחבורה Transport in Africa קטגוריה:אפריקה: תחבורה Transport in Albania קטגוריה:אלבניה: תחבורה Transport in Algeria קטגוריה:אלג'יריה: תחבורה Transport in Amsterdam קטגוריה:אמסטרדם: תחבורה Transport in Argentina קטגוריה:ארגנטינה: תחבורה Transport in Armenia קטגוריה:ארמניה: תחבורה Transport in Asia קטגוריה:אסיה: תחבורה Transport in Australia קטגוריה:אוסטרליה: תחבורה Transport in Austria קטגוריה:אוסטריה: תחבורה Transport in Auvergne-Rhône-Alpes קטגוריה:רון-אלפ: תחבורה Transport in Azerbaijan קטגוריה:אזרבייג'ן: תחבורה Transport in Bavaria קטגוריה:בוואריה: תחבורה Transport in Belgium קטגוריה:בלגיה: תחבורה Transport in Berlin קטגוריה:ברלין: תחבורה Transport in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: תחבורה Transport in Brandenburg קטגוריה:ברנדנבורג: תחבורה Transport in Brazil קטגוריה:ברזיל: תחבורה Transport in Budapest קטגוריה:בודפשט: תחבורה Transport in Buenos Aires קטגוריה:בואנוס איירס: תחבורה Transport in Bulgaria קטגוריה:בולגריה: תחבורה Transport in Canada קטגוריה:קנדה: תחבורה Transport in Canada by province or territory קטגוריה:תחבורה בקנדה לפי פרובינציה Transport in Central America קטגוריה:אמריקה המרכזית: תחבורה Transport in Chile קטגוריה:צ'ילה: תחבורה Transport in China קטגוריה:סין: תחבורה Transport in Colombia קטגוריה:קולומביה: תחבורה Transport in Croatia קטגוריה:קרואטיה: תחבורה Transport in Cuba קטגוריה:קובה: תחבורה Transport in Cyprus קטגוריה:קפריסין: תחבורה Transport in Denmark קטגוריה:דנמרק: תחבורה Transport in Ecuador קטגוריה:אקוודור: תחבורה Transport in Egypt קטגוריה:מצרים: תחבורה Transport in England קטגוריה:אנגליה: תחבורה Transport in Estonia קטגוריה:אסטוניה: תחבורה Transport in Ethiopia קטגוריה:אתיופיה: תחבורה Transport in Europe קטגוריה:אירופה: תחבורה Transport in Finland קטגוריה:פינלנד: תחבורה Transport in France קטגוריה:צרפת: תחבורה Transport in France by region קטגוריה:תחבורה בצרפת לפי חבל Transport in Georgia קטגוריה:גאורגיה: תחבורה Transport in Germany קטגוריה:גרמניה: תחבורה Transport in Germany תחבורה בגרמניה Transport in Germany by city קטגוריה:תחבורה בגרמניה לפי עיר Transport in Germany by state קטגוריה:תחבורה בגרמניה לפי מדינה Transport in Gibraltar קטגוריה:גיברלטר: תחבורה Transport in Greece קטגוריה:יוון: תחבורה Transport in Haifa קטגוריה:חיפה: תחבורה Transport in Hong Kong קטגוריה:הונג קונג: תחבורה Transport in Hungary קטגוריה:הונגריה: תחבורה Transport in Iceland קטגוריה:איסלנד: תחבורה Transport in India קטגוריה:הודו: תחבורה Transport in Indonesia קטגוריה:אינדונזיה: תחבורה Transport in Iran קטגוריה:איראן: תחבורה Transport in Iran תחבורה באיראן Transport in Iraq קטגוריה:עיראק: תחבורה Transport in Israel קטגוריה:ישראל: תחבורה Transport in Israel תבנית:תחבורה בישראל Transport in Israel תחבורה בישראל Transport in Israel by city קטגוריה:תחבורה בישראל לפי יישוב ואזור Transport in Istanbul קטגוריה:איסטנבול: תחבורה Transport in Italy קטגוריה:איטליה: תחבורה Transport in Japan קטגוריה:יפן: תחבורה Transport in Jerusalem קטגוריה:ירושלים: תחבורה Transport in Jerusalem תחבורה בירושלים Transport in Jordan קטגוריה:ירדן: תחבורה Transport in Kazakhstan קטגוריה:קזחסטן: תחבורה Transport in Kenya קטגוריה:קניה: תחבורה Transport in Kuwait קטגוריה:כווית: תחבורה Transport in Laos קטגוריה:לאוס: תחבורה Transport in Latvia קטגוריה:לטביה: תחבורה Transport in Lebanon קטגוריה:לבנון: תחבורה Transport in Liberia קטגוריה:ליבריה: תחבורה Transport in Libya קטגוריה:לוב: תחבורה Transport in Lithuania קטגוריה:ליטא: תחבורה Transport in London קטגוריה:לונדון: תחבורה Transport in Luxembourg קטגוריה:לוקסמבורג: תחבורה Transport in Madagascar קטגוריה:מדגסקר: תחבורה Transport in Madrid קטגוריה:מדריד: תחבורה Transport in Malaysia קטגוריה:מלזיה: תחבורה Transport in Malta קטגוריה:מלטה: תחבורה Transport in Midi-Pyrénées קטגוריה:מידי פירנה: תחבורה Transport in Moldova קטגוריה:מולדובה: תחבורה Transport in Mongolia קטגוריה:מונגוליה: תחבורה Transport in Morocco קטגוריה:מרוקו: תחבורה Transport in Moscow קטגוריה:מוסקבה: תחבורה Transport in Munich קטגוריה:מינכן: תחבורה Transport in Namibia קטגוריה:נמיביה: תחבורה Transport in New Zealand קטגוריה:ניו זילנד: תחבורה Transport in Nicaragua קטגוריה:ניקרגואה: תחבורה Transport in North Korea קטגוריה:קוריאה הצפונית: תחבורה Transport in North Korea תחבורה בקוריאה הצפונית Transport in North Rhine-Westphalia קטגוריה:נורדריין-וסטפאליה: תחבורה Transport in Norway קטגוריה:נורווגיה: תחבורה Transport in Oceania קטגוריה:אוקיאניה: תחבורה Transport in Ontario קטגוריה:אונטריו: תחבורה Transport in Pakistan קטגוריה:פקיסטן: תחבורה Transport in Panama קטגוריה:פנמה: תחבורה Transport in Paraguay קטגוריה:פרגוואי: תחבורה Transport in Paris קטגוריה:פריז: תחבורה Transport in Peru קטגוריה:פרו: תחבורה Transport in Poland קטגוריה:פולין: תחבורה Transport in Portugal קטגוריה:פורטוגל: תחבורה Transport in Provence-Alpes-Côte d'Azur קטגוריה:פרובאנס-אלפ-קוט ד'אזור: תחבורה Transport in Qatar קטגוריה:קטר: תחבורה Transport in Rio de Janeiro קטגוריה:מדינת ריו דה ז'ניירו: תחבורה Transport in Romania קטגוריה:רומניה: תחבורה Transport in Russia קטגוריה:רוסיה: תחבורה Transport in Saint Petersburg קטגוריה:סנקט פטרבורג: תחבורה Transport in San Marino קטגוריה:סן מרינו: תחבורה Transport in Saudi Arabia קטגוריה:ערב הסעודית: תחבורה Transport in Scotland קטגוריה:סקוטלנד: תחבורה Transport in Senegal קטגוריה:סנגל: תחבורה Transport in Serbia קטגוריה:סרביה: תחבורה Transport in Singapore קטגוריה:סינגפור: תחבורה Transport in Slovakia קטגוריה:סלובקיה: תחבורה Transport in Slovenia קטגוריה:סלובניה: תחבורה Transport in Somalia קטגוריה:סומליה: תחבורה Transport in South Africa קטגוריה:דרום אפריקה: תחבורה Transport in South Korea קטגוריה:קוריאה הדרומית: תחבורה Transport in South Sudan קטגוריה:דרום סודאן: תחבורה Transport in South Sudan תחבורה בדרום סודאן Transport in Spain קטגוריה:ספרד: תחבורה Transport in Spain by autonomous community קטגוריה:תחבורה בספרד לפי קהילה אוטונומית Transport in Sudan קטגוריה:סודאן: תחבורה Transport in Sweden קטגוריה:שוודיה: תחבורה Transport in Switzerland קטגוריה:שווייץ: תחבורה Transport in Syria קטגוריה:סוריה: תחבורה Transport in Tanzania קטגוריה:טנזניה: תחבורה Transport in Tbilisi קטגוריה:טביליסי: תחבורה Transport in Tel Aviv קטגוריה:תל אביב-יפו: תחבורה Transport in Tel Aviv תחבורה בתל אביב Transport in Thailand קטגוריה:תאילנד: תחבורה Transport in Tibet קטגוריה:טיבט: תחבורה Transport in Tunisia קטגוריה:תוניסיה: תחבורה Transport in Turkey קטגוריה:טורקיה: תחבורה Transport in Turkmenistan קטגוריה:טורקמניסטן: תחבורה Transport in Ukraine קטגוריה:אוקראינה: תחבורה Transport in Uruguay קטגוריה:אורוגוואי: תחבורה Transport in Uzbekistan קטגוריה:אוזבקיסטן: תחבורה Transport in Venezuela קטגוריה:ונצואלה: תחבורה Transport in Vietnam קטגוריה:וייטנאם: תחבורה Transport in Wales קטגוריה:ויילס: תחבורה Transport in Yemen קטגוריה:תימן: תחבורה Transport in Yugoslavia קטגוריה:יוגוסלביה: תחבורה Transport in Zimbabwe קטגוריה:זימבבואה: תחבורה Transport in the Caribbean קטגוריה:הקריביים: תחבורה Transport in the City of Westminster קטגוריה:וסטמינסטר: תחבורה Transport in the Community of Madrid קטגוריה:מדריד Transport in the Czech Republic קטגוריה:צ'כיה: תחבורה Transport in the Faroe Islands קטגוריה:איי פארו: תחבורה Transport in the Faroe Islands תחבורה באיי פארו Transport in the Netherlands קטגוריה:הולנד: תחבורה Transport in the Republic of Ireland קטגוריה:אירלנד: תחבורה Transport in the Republic of Macedonia קטגוריה:מקדוניה: תחבורה Transport in the Soviet Union קטגוריה:ברית המועצות: תחבורה Transport in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: תחבורה Transport in the United Kingdom קטגוריה:בריטניה: תחבורה Transport in Île-de-France קטגוריה:איל דה פראנס: תחבורה Transport infobox templates קטגוריה:תבניות פרמטריות - תחבורה Transport infrastructure קטגוריה:תשתיות תחבורה Transport layer שכבת התעבורה Transport ministers קטגוריה:שרי תחבורה Transport ministers of France קטגוריה:שרי התחבורה של צרפת Transport ministries קטגוריה:משרדי תחבורה Transport safety קטגוריה:בטיחות בתחבורה Transport software קטגוריה:אפליקציות בתחום התחבורה Transport stubs קטגוריה:קצרמר תחבורה Transport systems קטגוריה:שינוע Transportation engineering הנדסת תחבורה Transportation engineering קטגוריה:טכנולוגיה תחבורתית Transportation in Arizona קטגוריה:אריזונה: תחבורה Transportation in California קטגוריה:קליפורניה: תחבורה Transportation in Illinois קטגוריה:אילינוי: תחבורה Transportation in Mexico קטגוריה:מקסיקו: תחבורה Transportation in New Jersey קטגוריה:ניו ג'רזי: תחבורה Transportation in New York קטגוריה:מדינת ניו יורק: תחבורה Transportation in New York City קטגוריה:ניו יורק: תחבורה Transportation in North America קטגוריה:אמריקה הצפונית: תחבורה Transportation in Taiwan קטגוריה:הרפובליקה הסינית: תחבורה Transportation in the Philippines קטגוריה:הפיליפינים: תחבורה Transportation in the United States קטגוריה:ארצות הברית: תחבורה Transportation in the United States by city קטגוריה:תחבורה בארצות הברית לפי עיר Transportation in the United States by state קטגוריה:תחבורה בארצות הברית לפי מדינה Transporter טרנספורטר Transporter bridge גשר מעבורת Transposable element טרנספוזון Transpose שחלוף Transposing instrument טרנספוזיציה לכלי נגינה Transposition טרנספוזיציה Transposition cipher צופן שחלוף Transsexual טרנסקסואליות Transsexuality in Iran טרנסקסואליות באיראן Transubstantiation טרנסובסטנציאציה Transuranium element יסוד טרנס-אורני Transvaal טרנסוואל Transvaal Province טרנסוואל Transvaal lion אריה טרנסוואל Transverse wave גל רוחב Transwiki תבנית:העברה למיזמים Transylvania טרנסילבניה Transylvania קטגוריה:טרנסילבניה Transylvanian Diet הדיאטה של טרנסילבניה Transylvanian Saxons סקסונים טרנסילבנים Traoré טראורה Trap crop צמח מלכודת Trap music טראפ Trapani טרפאני Trapani Calcio טרפאני קלצ'ו Trapeze טרפז Trapezius muscle שריר הטרפז Trapezoid טרפז Trapp טראפ Trapp family קטגוריה:משפחת פון טראפ Trapped Trapped Trapped in the Closet לכוד בארון Trapping לכידת חיות Trappist Monastery מנזר השתקנים Trappists טראפיסטים Traralgon טרארלגון Trash סל מחזור Trash the dress להרוס את השמלה Trash-talk טראש טוק Trastevere טרסטוורה Trastuzumab הרצפטין Traub טראוב Traube טראובה Traudl Junge טראודל יונגה Traugott Herr טראוגוט הר Trauma טראומה Trauma shears מספרי טראומה Trauma triad of death משולש המוות Traun טראון Traunsee אגם טראונזה Traunstein טראונשטיין Trautonium טראוטוניום Travel מסע Travel קטגוריה:מסעות Travel + Leisure Travel + Leisure Travel Service Travel Service Airlines Travel agencies קטגוריה:סוכנויות נסיעות Travel agency סוכנות נסיעות Travel and holiday companies of Israel קטגוריה:חברות תיירות ישראליות Travel class מחלקת טיסה Travel guide books קטגוריה:מדריכי טיולים Travel incentive תיירות תמריץ Travel medicine רפואת מטיילים Travel television קטגוריה:תוכניות טיולים Travel visa אשרה Travel warning אזהרת מסע Travelers קטגוריה:נוסעים Traveling Wilburys טרבלינג וילבוריס Travelling salesman problem בעיית הסוכן הנוסע Travelocity Travelocity Travelplanner/sandbox תחבורה בת קיימא Travels to Discover the Source of the Nile מסעות לגילוי מקור הנילוס Travels with My Aunt מסעותי עם דודתי Travertine טרוורטין Travian טרוויאן Travie McCoy טרווי מקוי Travis טראוויס Travis - The Man Who album cover.jpg תמונה:200px-TheManWhoalbumcover.jpg Travis Barker טראוויס בארקר Travis Hansen טרוויס האנסן Travis Mayweather טרוויס מייוות'ר Travis McGee טראוויס מק-גי Travis Pastrana טרווויס פסטרנה Travis Walton UFO incident טרוויס וולטון Travis Watson טרוויס ווטסון Travnik טראווניק Trawniki concentration camp טרווניקי Tray מגש Traycho Kostov טרייצ'ו קוסטוב Trayvon Bromell טרייבון ברומל Tre Kelley טרה קלי Tre Kronor טירת שלושת הכתרים Tre Simmons צ'סטר סימונס Treadmill מסילת כושר Treadmill desk הליכון שולחני Treason בגידה Treasure אוצר Treasure Coast חוף האוצר Treasure Island אי המטמון Treasure Island Hotel and Casino אי המטמון Treasure Planet כוכב המטמון Treasure hunt חפש את המטמון Treasure map מפת אוצר Treasure of Gourdon מטמון גורדון Treasure troves קטגוריה:מטמונים Treasure voyages מסעות האוצר Treasurer גזבר Treasury stock הון מניות#הון מניות רדומות Treat Williams טריט ויליאמס Treaties קטגוריה:בריתות Treaties and declarations of the European Union קטגוריה:האיחוד האירופי: אמנות והסכמים Treaties by century קטגוריה:חוזים והסכמים לפי מאות Treaties by country קטגוריה:חוזים והסכמים לפי מדינה Treaties of Austria קטגוריה:אוסטריה: היסטוריה: חוזים והסכמים Treaties of China קטגוריה:סין: היסטוריה: חוזים והסכמים Treaties of Egypt קטגוריה:מצרים: היסטוריה: חוזים והסכמים Treaties of England קטגוריה:אנגליה: היסטוריה: חוזים והסכמים Treaties of Ethiopia קטגוריה:אתיופיה: היסטוריה: חוזים והסכמים Treaties of France קטגוריה:צרפת: היסטוריה: חוזים והסכמים Treaties of Germany קטגוריה:גרמניה: היסטוריה: חוזים והסכמים Treaties of Greece קטגוריה:יוון: היסטוריה: חוזים והסכמים Treaties of Hungary קטגוריה:הונגריה: היסטוריה: חוזים והסכמים Treaties of Iran קטגוריה:איראן: היסטוריה: חוזים והסכמים Treaties of Iraq קטגוריה:עיראק: היסטוריה: חוזים והסכמים Treaties of Israel קטגוריה:ישראל: היסטוריה: חוזים והסכמים Treaties of Italy קטגוריה:איטליה: היסטוריה: חוזים והסכמים Treaties of Japan קטגוריה:יפן: היסטוריה: חוזים והסכמים Treaties of Nazi Germany קטגוריה:גרמניה הנאצית: חוזים והסכמים Treaties of Nijmegen הסכמי ניימכן Treaties of Poland קטגוריה:פולין: היסטוריה: חוזים והסכמים Treaties of Romania קטגוריה:רומניה: היסטוריה: חוזים והסכמים Treaties of Russia קטגוריה:רוסיה: היסטוריה: חוזים והסכמים Treaties of Serbia קטגוריה:סרביה: היסטוריה: חוזים והסכמים Treaties of Spain קטגוריה:ספרד: היסטוריה: חוזים והסכמים Treaties of Sweden קטגוריה:שוודיה: היסטוריה: חוזים והסכמים Treaties of Tilsit חוזה טילזיט Treaties of Turkey קטגוריה:טורקיה: היסטוריה: חוזים והסכמים Treaties of Ukraine קטגוריה:אוקראינה: היסטוריה: חוזים והסכמים Treaties of the Netherlands קטגוריה:הולנד: היסטוריה: חוזים והסכמים Treaties of the Ottoman Empire קטגוריה:האימפריה העות'מאנית: היסטוריה: חוזים והסכמים Treaties of the Soviet Union קטגוריה:ברית המועצות: היסטוריה: חוזים והסכמים Treaties of the United Kingdom קטגוריה:בריטניה: היסטוריה: חוזים והסכמים Treaties of the United States קטגוריה:ארצות הברית: היסטוריה: חוזים והסכמים Treatment of depression קטגוריה:טיפול בדיכאון Treaty אמנה Treaty of Adrianople הסכם אדירנה Treaty of Aigun חוזה אייגון Treaty of Alexandropol הסכם אלכסנדרופול Treaty of Alliance ברית צרפת - ארצות הברית Treaty of Ankara הסכם אנקרה Treaty of Apamea שלום אפמאה Treaty of Balta Liman הסכם באלטה לימאן Treaty of Brest-Litovsk חוזה ברסט-ליטובסק Treaty of Brétigny הסכם ברטיני Treaty of Bucharest הסכם בוקרשט Treaty of Campo Formio הסכם קמפו פורמיו Treaty of Constantinople אמנת קונסטנטינופול Treaty of Constantinople הסכם איסטנבול Treaty of Copenhagen הסכם קופנהגן Treaty of Craiova הסכם קראיובה Treaty of Devol חוזה דבול Treaty of Fez הסכם פס Treaty of Fontainebleau הסכם פונטנבלו Treaty of Fredrikshamn הסכם פרדריקסהאמן Treaty of Georgievsk חוזה גאורגייבסק Treaty of Ghent הסכם גנט Treaty of Greenwich אמנת גריניץ' Treaty of Guadalupe Hidalgo הסכם גואדלופה אידלגו Treaty of Gulistan הסכם גוליסטן Treaty of Hudaybiyyah הסכם חודיבייה Treaty of Hünkâr İskelesi חוזה הונקאר איסקלסי Treaty of Jaffa הסכם יפו Treaty of Jassy הסכם יאש Treaty of Kalisz חוזה קאליש Treaty of Karlowitz הסכם קרלוביץ Treaty of Kars הסכם קארס Treaty of Kyakhta ברית קייחטה Treaty of Küçük Kaynarca הסכם קוצ'וק קאינרג'ה Treaty of Lambeth הסכם למבת' Treaty of Lausanne הסכם לוזאן Treaty of Lisbon אמנת ליסבון Treaty of London אמנת לונדון Treaty of London ברית לונדון Treaty of London הסכם לונדון Treaty of Madrid הסכם מדריד Treaty of Malmö אמנת מאלמה Treaty of Moscow הסכם מוסקבה Treaty of Nanking חוזה נאנקינג Treaty of Nasuh Pasha הסכם נצוח פאשה Treaty of Nerchinsk הסכם נרצ'ינסק Treaty of Neuilly-sur-Seine חוזה ניי Treaty of Niš הסכם ניש Treaty of Nystad חוזה נישטאד Treaty of Osimo אמנת אוזימו Treaty of Paris הסכם פריז Treaty of Paris חוזה פריז Treaty of Passarowitz שלום פוז'ארוואץ Treaty of Perpetual Peace אמנת השלום הנצחי Treaty of Portsmouth הסכם פורטסמות' Treaty of Poti הסכם פותי Treaty of Radnot הסכם ראדנוט Treaty of Ramla הסכם רמלה Treaty of Rapallo הסכם רפאלו Treaty of Rome הסכם רומא Treaty of Ryswick הסכם רייסווייק Treaty of Saadabad ברית סעדאבאד Treaty of Saint Petersburg חוזה סנקט פטרבורג Treaty of Saint-Germain-en-Laye חוזה סן-ז'רמן Treaty of San Francisco חוזה סן פרנסיסקו Treaty of San Stefano חוזה סאן סטפנו Treaty of Schönbrunn הסכם שנברון Treaty of Shimoda חוזה שימודה Treaty of Shimonoseki הסכם שימונוסקי Treaty of Stolbovo חוזה סטולבובו Treaty of Sèvres הסכם סוור Treaty of Tartu חוזה טרטו Treaty of Tientsin חוזה טיינג'ין Treaty of Tordesillas חוזה טורדסיאס Treaty of Trianon חוזה טריאנון Treaty of Troyes הסכם טרואה Treaty of Turkmenchay הסכם טורקמנצ'אי Treaty of Utrecht הסכם אוטרכט Treaty of Verdun חוזה ורדן Treaty of Versailles חוזה ורסאי Treaty of Vienna הסכם וינה Treaty of Waitangi הסכם ואיטנגי Treaty of Westminster חוזה וסטמינסטר Treaty of Windsor הסכם וינדזור Treaty of Wuchale הסכם אוצ'ילי Treaty of Zadar הסכם זאדר Treaty of Zboriv הסכם זבורוב Treaty of Zuhab הסכם זוהאב Treaty of friendship and alliance between the Government of Mongolia and Tibet חוזה ברית הידידות בין ממשלת מונגוליה לטיבט Treaty of the More חוזה מור Treaty on Open Skies אמנה בדבר שמים פתוחים Treaty on the Final Settlement with Respect to Germany הסכם על ההסדר הסופי ביחס לגרמניה Treaty on the Non-Proliferation of Nuclear Weapons האמנה למניעת הפצת נשק גרעיני Trebbia טרביה Trebević טרבוויץ' Trebinje טרבינייה Trebitsch טריביטש Treble טרבל Treblinka extermination camp טרבלינקה Treblinka extermination camp קטגוריה:טרבלינקה Treblinka trials משפטי טרבלינקה Trebonianus Gallus טרבוניאנוס גאלוס Trebuchet טרבושה Treccani אנצ'יקלופדיה איטליאנה Trecento פרוטו-רנסאנס Tree עץ Tree Fu Tom טבע תום Tree and Leaf עץ ועלה Tree diagram תרשים עץ Tree frogs קטגוריה:אילניתיים Tree house בית על עץ Tree hyrax שפן עצים Tree line קו העצים Tree of Jesse אילן ישי Tree of Life עץ החיים Tree of Life Web Project Tree of Life Web Project Tree of life עץ החיים Tree of the knowledge of good and evil חטא עץ הדעת Tree pangolin פנגולין עצים קטן Tree structure עץ Tree trunk spider פטמתניים Treehill משתמש:Treehill Treehouse of Horror Treehouse of Horror Trees קטגוריה:עצים Trees in mythology קטגוריה:עצים מיתולוגיים Trees of Australia קטגוריה:עצים באוסטרליה Treeshrew חדפי עצים Treeshrews קטגוריה:חדפי עצים Treeswift סיסים מצויצים Trei Ierarhi Monastery מנזר שלושת בכירי הכנסייה Treinta y Tres Department טריינטה אי טרס Trekboer טרקבורים Trekkie טרקי Trekking טרק Trekky0623/Sandbox תקוות גדולות Trelew טרלאו Trellick Tower מגדל טרליק Trellis הדליה Trem das Onze Trem das Onze Trembling Before G-d לפניך ברעדה Trembling hand perfect equilibrium שיווי משקל משוכלל Tremmell Darden טרמל דארדן Tremolite טרמוליט Tremor רעד Tremors פחד עד מוות Tren a las Nubes רכבת העננים Trench coat מעיל גשם Trench fever קדחת השוחות Trench foot רגל חפירות Trench warfare מלחמת חפירות Trenchtown טרנצ'טאון Trend Micro טרנד מיקרו Trends in International Mathematics and Science Study מבחן TIMSS Trentemøller Trentemøller Trentino טרנטו Trentino-Alto Adige/Südtirol טרנטינו - אלטו אדיג'ה Trentino-Alto Adige/Südtirol קטגוריה:טרנטינו - אלטו אדיג'ה Trento טרנטו Trenčín טרנצ'ין Trenčín Region טרנצ'ין Trepanning חירור גולגולת Treptow טרפטו Treptow-Köpenick טרפטו-קפניק Treptower Park פארק טרפטו Tresca טרסקה Trespass Trespass TressFX TressFX Tretyakov Gallery גלריית טרטיאקוב Treuchtlingen טרויכטלינגן Treveri טרוורים Trevi טרווי Trevi Fountain מזרקת טרווי Treviso טרוויזו Trevor Ariza טרבור אריזה Trevor Donovan טרבור דונובן Trevor Einhorn טרוור איינהורן Trevor Eve טרוור איב Trevor Horn טרבור הורן Trevor Howard טרוור הווארד Trevor Mbakwe טרבור אמבקווה Trevor Noah טרוור נואה Trevor Pinnock טרוור פינוק Trevor Rabin טרבור רבין Trevor Steele/microsleepEdit שינה זעירה Trevor Wye טרוור ואי Trey Gowdy טריי גאודי Trey Hardee טריי הארדי Trey Parker טריי פארקר Trey Songz טריי סונגז Trey/sandbox משבר האנרגיה העולמי Treyarch Treyarch Treynor ratio מדד טריינור Tri-Angle Tri-Angle TriStar Pictures סרטי טריסטאר TriTertButoxy/Sandbox המודל הסטנדרטי Triad אקורד משולש Triad טריאדה Triadobatrachus טריאדובטרצ'וס Triage טריאז' Trial משפט Trial and error ניסוי וטעייה Trial balance מאזן בוחן Trial by ordeal משפט האל Trial of the Talmud משפט פריז Trialeti Range רכס תריאלתי Trials קטגוריה:משפטים חשובים Trials and Tribble-ations Trials and Tribble-ations Triangle המשולש Triangle משולש Triangle K משולש K Triangle center מרכז משולש Triangle geometry קטגוריה:משולש Triangle inequality אי-שוויון המשולש Triangular distribution התפלגות משולשת Triangular matrix מטריצה משולשית Triangular number מספר משולשי Triangulation טריאנגולציה Triangulum משולש Triangulum Australe משולש דרומי Triangulum Australe קטגוריה:קבוצת הכוכבים משולש דרומי Triangulum Galaxy גלקסיית המשולש Triarii טריאריים Triassic טריאס Triassic dinosaurs קטגוריה:דינוזאורים שחיו בטריאס Triathletes קטגוריה:טריאתלטים Triathlon טריאתלון Triathlon קטגוריה:טריאתלון Triathlon at the Summer Olympics טריאתלון במשחקים האולימפיים Tribal Wars שבטי מלחמה Tribal allotments of Israel התנחלות השבטים Tribal chief צ'יף Triband דגל תלת-פסי Tribe שבט Tribe of Asher שבט אשר Tribe of Benjamin שבט בנימין Tribe of Dan שבט דן Tribe of Ephraim שבט אפרים Tribe of Gad שבט גד Tribe of Issachar שבט יששכר Tribe of Judah שבט יהודה Tribe of Levi שבט לוי Tribe of Manasseh שבט מנשה Tribe of Naphtali שבט נפתלי Tribe of Reuben שבט ראובן Tribe of Simeon שבט שמעון Tribe of Zebulun שבט זבולון Tribeca טרייבקה Tribeca Film Festival פסטיבל הסרטים טרייבקה Triberg Waterfalls מפלי טריברג Tribes of Israel תבנית:שבטי ישראל Tribes of pre-Roman Gaul קטגוריה:שבטים גאלים Tribonian טריבוניאן Triborough Bridge גשר טרייבורו Tribunal בית דין Tribune טריבון Tribuno Memmo טריבונו ממו Tributaries of the Amazon River קטגוריה:יובלי האמזונאס Tributaries of the Caspian Sea קטגוריה:הים הכספי: נהרות Tributaries of the Mississippi River קטגוריה:יובלי המיסיסיפי Tributaries of the Missouri River קטגוריה:יובלי המיזורי Tributaries of the Paraná River קטגוריה:יובלי הפרנה Tributary יובל Triceps brachii muscle שריר הזרוע התלת-ראשי Triceps surae muscle שריר הסובך השלש ראשי Triceratops טריצרטופס Trichinosis שערנת Trichloroethylene טריכלורואתילן Trichology טריקולוגיה Trichome יונקת Trichomonas vaginalis Trichomonas vaginalis Trichotillomania טריכוטילומניה Tricia Helfer טרישה הלפר Tricia O'Kelley טרישה אוקלי Trick Daddy טריק דאדי Trick or Treatment ריפוי או פיתוי Tricking טריקינג Trickster טריקסטר Tricky טריקי Tricky Stewart כריסטופר סטיוארט Triclinic crystal system המערכת הגבישית הטריקלינית Tricolour טריקולור Tricorne כובע שלוש פינות Tricycle תלת-אופן Tricyclic antidepressant טריציקליות Trident טרידנט Trident טריידנט Tridymite טרידימיט Triennial Acts חוקי שלוש השנים Trier טריר Triesen טריזן Triesenberg טריזנברג Trieste טריאסטה Trieste קטגוריה:טריאסטה Trieste Kelly Dunn טריאסט קלי דאן Trifid Nebula ערפילית הטריפיד Trifle טרייפל Trifluoromethanesulfonic acid חומצה טריפלואורומתאנגופריתית Trifon Ivanov טריפון איבנוב Triforium טריפוריום Trigana Air Service טריגאנה אייר סרוויס Trigana Air Service Flight 257 טיסה 267 של טריגאנה אייר סרוויס Trigeminal nerve העצב המשולש Trigger הדק Triggerfish נצרניים Triglav טריגלב Triglav National Park הפארק הלאומי טריגלב Triglyceride טריגליצריד Triglyph טריגליף Trigonal crystal system המערכת הגבישית הטריגונלית Trigonella גרגרנית Trigonometric constants expressed in real radicals קבועים טריגונומטריים מדויקים Trigonometric functions פונקציות טריגונומטריות Trigonometric functions קטגוריה:פונקציות טריגונומטריות Trigonometric polynomial פולינום טריגונומטרי Trigonometry טריגונומטריה Trigonometry קטגוריה:טריגונומטריה Trigun טריגאן Triinu Kivilaan טרינו קיווילאן Triiodothyronine תריודוטירונין Trijicon טריג'יקון Trikala טריקלה Trilateral Commission ועד השלישייה Trilithon טריליתון Trill טריל Trill סלסול Trill consonant עיצורים רוטטים Trillian Trillian Trillian טריליאן Trillion dollar coin מטבע טריליון דולר Trilobite טרילוביטים Trilogy Trilogy Trilogy טרילוגיה Trilogy: Past Present Future Trilogy: Past Present Future Trim תבנית:Trim Trimaran טרימרן Trimatrix מחסן נתונים Trimethylaminuria תסמונת צחנת הדג Trimurti טרימורטי Trinacria טרינאקריה Trinidad טרינידד Trinidad Jiménez טרינידד חימנס Trinidad and Tobago טרינידד וטובגו Trinidad and Tobago קטגוריה:טרינידד וטובגו Trinidad and Tobago Carnival הקרנבל של טרינידד וטובגו Trinidad and Tobago San Fernando סן פרננדו Trinidad and Tobago at the Olympics טרינידד וטובגו במשחקים האולימפיים Trinidad and Tobago at the Paralympics טרינידד וטובגו במשחקים הפאראלימפיים Trinidad and Tobago athletes קטגוריה:אתלטים טרינידדים Trinidad and Tobago culture קטגוריה:טרינידד וטובגו: תרבות Trinidad and Tobago national football team נבחרת טרינידד וטובגו בכדורגל Trinidad and Tobago people קטגוריה:טרינידד וטובגו: אישים Trinidad and Tobago politicians קטגוריה:טרינידד וטובגו: פוליטיקאים Trinidad and Tobago singers קטגוריה:זמרים טרינידדים Trinidad and Tobago sportspeople קטגוריה:ספורטאים טרינידדים Trinidad and Tobago women's national football team נבחרת טרינידד וטובגו בכדורגל נשים Trinidad and Tobago writers קטגוריה:סופרים טרינידדים Trinitite טריניטיט Trinitrotoluene TNT Trinity השילוש הקדוש Trinity טריניטי Trinity ניסוי טריניטי Trinity Church כנסיית השילוש הקדוש Trinity College טריניטי קולג' Trinity Lavra of St. Sergius לאוורת השילוש-סרגייב Trinity Peninsula חצי האי טריניטי Trinity Sunday חג השילוש הקדוש Trinovantes טרינובנטים Trio טריו Trio sonata טריו סונאטה Trioceros זיקית הטריצרטופס Triode טריודה Triodia טריאודיה Trionychia צבים רכים Trionychia קטגוריה:צבים רכים Trionychidae צבים רכים Triosephosphate isomerase טריוז פוספט איזומראז Trip Tucker צ'ארלס טאקר Trip hop טריפ הופ TripAdvisor TripAdvisor Tripartite Pact ההסכם התלת-צדדי Tripe soups מרק קיבה Triple 9 999 Triple Alliance הברית המשולשת Triple Crown כתר משולש Triple Crown of Cycling כתר משולש Triple DES 3DES Triple Entente ההסכמה המשולשת Triple H פול לווק Triple Intervention ההתערבות המשולשת Triple jump קפיצה משולשת Triple jumpers קטגוריה:קופצי משולשת Triple point נקודה משולשת Triple product מכפלה מעורבת Triple sec טריפל סק Triple system זוג ז'ורדן Triple test תבחין משולש Triple-Edged Sword החרב בעלת שלושת הלהבים Triplet state טריפלט Tripod חצובה Tripoint משולש גבולות Tripoli טריפולי Triptych טריפטיכון Triptychs קטגוריה:טריפטיכון Tripura טריפורה Triquetra טריקווטרה Trireme תלת-חתרית Tris תריס Tris-buffered saline TBS Trischa Zorn טרישה זורן Trisector Trisector Trish Deseine טריש דסיין Trisk חסידות טריסק Triskelion טריסקל Trisomy טריזומיה Trisomy 22 טריזומיה 22 Trisomy 8 תסמונת וורקני 2 Tristan Bernard טריסטאן ברנאר Tristan Egolf טריסטן אגולף Tristan Thompson טריסטן תומפסון Tristan Tzara טריסטן צארה Tristan Wilds טריסטן וילדס Tristan albatross אלבטרוס טריסטני Tristan and Iseult טריסטן ואיזולדה Tristan da Cunha טריסטן דה קונה Tristan da Cunha קטגוריה:טריסטן דה קונה Tristania טריסטניה Tristitia Tristitia Tristram's starling טריסטרמית Tristramella sacra אמנון Tristramella simonis טברנון כנרתן Tristão Vaz Teixeira טרישטאו ואז טיישיירה Triterpene טריטרפן Trithemis annulata שפירית הארגמן Tritium טריטיום Triton טריטון Tritonal טריטונל Tritone טריטון Tritone substitution תחליף טריטון Triumph טריומף Triumph Motor Company טריומף Triumph of the Spirit ניצחון הרוח Triumph of the Will ניצחון הרצון Triumphal Arch of Orange שער הניצחון של אורנז' Triumphal arch שער ניצחון Triumphal arches קטגוריה:שערי ניצחון Triumphs of Caesar הטריומפים של קיסר Triumvirate טריאומווירט Trivago טריווגו Trivia בוגר אוניברסיטה#מקור השם Trivia טריוויה Trivia קטגוריה:טריוויה Trivial File Transfer Protocol TFTP Trivial objections כשל התנגדויות זניחות Trivial topology טופולוגיה טריוויאלית Triviality טריוויאלי Trivium בוגר אוניברסיטה#מקור השם Trixi Schuba טריקסי שובה Trnava טרנבה Trnava Region טרנבה Trocadero טרוקדרו Trocar טרוקר Trochenbrod טרוכנברוד Trochilidae קטגוריה:קוליבריים Trochlear nerve עצב הסליל Trochoidea picardi שבלולית פיקרד Troctolite טרוקטוליט Troezen טרויזן Trofim Lysenko טרופים ליסנקו Trogir טרוגיר Troglodytidae קטגוריה:גדרוניים Troglofauna טרגלוביטים Trogon טרוגוניים Trogonidae קטגוריה:טרוגוניים Trogonophidae טרוגונופיים Troian Bellisario טרויאן בליסאריו Troilite טרויליט Troilus and Cressida טרוילוס וקרסידה Troilus and Criseyde טרוילוס וקרסידה Troisgros family טרואגרו Troitskaya Tower מגדל טרויצקאיה Trojan Horse סוס טרויאני Trojan War מלחמת טרויה Trojan War קטגוריה:מלחמת טרויה Trojan horse סוס טרויאני Troll ויקיפדיה:התמודדות עם טרולים Troll טרול Troll 2 טרול 2 Trolley problem בעיית הקרונית Trolleybus טרוליבוס Trollhättan טרולהטן Trollstigen טרולסטיגן Troma Entertainment טרומה Trombone טרומבון Tromsø טרומסה Tromsø קטגוריה:טרומסה Tromsø Bridge גשר טרומסה Tron טרון Tron: Legacy טרון: המורשת Tronador טרונדור Tronchetto טרונקטו Trondheim טרונדהיים Trondheim קטגוריה:טרונדהיים Trondheim Synagogue בית הכנסת בטרונדהיים Trondheimsfjord פיורד טרונדהיים Trondra טרונדרה Troodon טרודון Troodos Mountains הרי הטרואודוס Tropaeolum majus כובע הנזיר Tropaion טרופאיון Tropane טרופאן Trope טרופ Tropenmuseum המוזיאון הטרופי Trophic level רמת הזנה Trophy גביע Trophy מעיל רוח Trophée des Champions גביע האלופות Tropic Thunder רעם טרופי Tropic hormone הורמון טרופי Tropic of Cancer חוג הסרטן Tropic of Capricorn חוג הגדי Tropical Africa אפריקה הטרופית Tropical Rainforest Heritage of Sumatra מורשת יער הגשם הטרופי של סומטרה Tropical bottlenose whale לווייתן מקור טרופי Tropical climate אקלים טרופי Tropical cyclone סופה טרופית Tropical cyclones קטגוריה:הוריקנים Tropical fruit קטגוריה:פירות סובטרופיים Tropical medicine קטגוריה:רפואה טרופית Tropical medicine רפואה טרופית Tropical physicians קטגוריה:חוקרים ברפואה טרופית Tropical rainforest יער גשם טרופי Tropical rainforests קטגוריה:יער גשם טרופי Tropical savanna climate סוואנה Tropical year שנה טרופית Tropicbird פתוניים Tropico 4 Tropico 4 Tropics האזור הטרופי Tropicália טרופיקליה Tropidophiidae טרופידופיים Tropiduridae טרופידוריים Troponin טרופונין Tropopause טרופופאוזה Troposphere טרופוספירה Tropospheric scatter זירוי טרופוספירי Trot טרוט Trota of Salerno טרוטולה מסלרנו Trotskyism טרוצקיזם Trotskyism קטגוריה:טרוצקיזם Troubadour הטרובדור Troubadour טרובדור Troubadours קטגוריה:טרובדורים Trouble Trouble Troubleshooting טראבל שוטינג Trousers מכנסיים Trousers and shorts קטגוריה:מכנסיים Trout טרוטה Trout Quintet חמישיית דג השמך Trouville-sur-Mer טרוביל Trowel כף בנאים Troy טרויה Troy Donahue טרוי דונהיו Troyan טרויאן Troyes טרואה Troyes AC players קטגוריה:כדורגלני טרואה Troyes Cathedral קתדרלת טרואה Troškūnai טרשקון Tru Calling מרוץ לאתמול Truce of Andrusovo הסכם אנדרוסובו Truck משאית Trude Dothan טרודה דותן Trudi Schoop טרודי שופ True Blood דם אמיתי True Blue True Blue True Colors True Colors True Cross הצלב האמיתי True Detective בלש אמיתי True Grit אומץ אמיתי True Jesus Church הכנסייה האמיתית של ישו True Lies שקרים אמיתיים True Love אהבה אמיתית True Path Party מפלגת הדרך הנכונה True Romance רומן על אמת True airspeed מהירות אווירית אמיתית True antelopes קטגוריה:צבאיים True breeding organism זן טהור True frog צפרדעיים True frogs קטגוריה:צפרדעיים True lemming למינג True north צפון אמיתי True owl ינשופיים True parrot תוכיים True seals קטגוריה:כלבי ים True toad קרפדיים True's beaked whale לווייתן מקור ישר מקור Trugberg טרוגברג Trujillo טרוחיו Truman Administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל הארי טרומן Truman Capote טרומן קפוטה Truman Day יום טרומן Truman Doctrine דוקטרינת טרומן Trumeau טרימו Trump שליט Trump World Tower מגדל טראמפ העולמי Trump family קטגוריה:משפחת טראמפ Trumpeldor Cemetery בית הקברות טרומפלדור Trumpet חצוצרה Trumpeter פסופיים Trumpeter hornbill קלאו מחצצר Trumpeter swan ברבור מחצצר Trumpeters קטגוריה:חצוצרנים Trumpeting Place inscription בית התקיעה Truncated cube קובייה קטומה Truncated octahedron תמניון קטום Truncated tetrahedron ארבעון קטום Trunk גזע Trunk to Cairo מבצע קהיר Truss מסבך Trust אמון Trust אמון הדדי Trust Me Trust Me Trust company חברה לנאמנות Trust law דיני נאמנות Truth אמת Truth and Reconciliation Commission ועדת האמת והפיוס Truth condition תנאי אמת Truth or Dare? אמת או חובה Truth serum סם אמת Truth table טבלת אמת Truth value ערך אמת Truth-seeker2004/sandbox המסע הלילי של מוחמד Try This Try This TryThisCover.jpg קובץ:TryThisCover.jpg Tryavna טריאבנה Trydence משתמש:Trydence Tryggve Gran טריגווה גראן Trygve Lie טריגווה לי Trypanosoma cruzi Trypanosoma cruzi Trypophobia טריפופוביה Trypsin טריפסין Tryptamine טריפטמין Tryptamines קטגוריה:טריפטמינים Tryptone טריפטון Tryptophan טריפטופן Trzebinia טשביניה Tràng An Scenic Landscape Complex טראנג אן Très Riches Heures du Duc de Berry השעות העשירות מאוד של דוכס ברי Tré Cool טרה קול Três Corações טרס קוראסואס Trócaire טרוקרה Trưng Sisters האחיות גונג Trương Tấn Sang טרואונג טאן סאנג Tsabong טסאבונג Tsageri Municipality נפת צאגרי Tsahi Merkur צחי מרקור Tsai Ing-wen צאי אינג-ון Tsakhiagiin Elbegdorj צחיאגיין אלבגדורג' Tsalenjikha צאלנג'יחה Tsalenjikha Municipality נפת צאלנג'יחה Tsanfleuron Glacier טסנפלאורון Tsar צאר Tsar Bell פעמון הצאר Tsar Bomba פצצת הצאר Tsar Cannon תותח הצאר Tsardom of Russia רוסיה הצארית Tsarevets צארבץ Tsarevich of Russia Alexei Petrovich אלכסיי רומנוב Tsarina צארינה Tsarskoye Selo צארסקויה סלו Tsavo lion אריה צאבו Tschingel Glacier צ'ינגל Tschingelhorn צ'ינגלהורן Tsega Melaku צגה מלקו Tsegede סגדה Tseno Ureno צאינה וראינה Tsepo Masilela פיטר מסיללה Tsetse fly זבוב הצה צה Tsim Sha Tsui צים שא צוי Tsim Sha Tsui קטגוריה:צים שא צוי Tsimafei Kalachou טימופיי קלאצ'וב Tsingy de Bemaraha Strict Nature Reserve צינגי דה במראהה Tsiolkovsky rocket equation נוסחת ציאולקובסקי Tsipi Reibenbach ציפי רייבנבך Tsippi Fleischer ציפי פליישר Tsitsamuri ציצאמורי Tsitsernakaberd המוזיאון לרצח העם הארמני Tskhenistsqali צחניסצקאלי Tskhinvali צחינוואלי Tskitishvili צכיטישווילי Tsodilo טסודילו Tsotsi צוצי Tsqaltubo צקאלטובו Tsqaltubo Municipality נפת צקאלטובו Tsubasa: Reservoir Chronicle טסובאסה כרוניקל Tsuen Wan District צואן ואן Tsuen Wan Line קו צואן ואן Tsugaru Strait מצר צוגרו Tsukiji fish market שוק הדגים צוקיג'י Tsumeb צואמב Tsunami צונמי Tsunami קטגוריה:צונמי Tsung-Dao Lee צונג-דאו לי Tsushima צושימה Tsushima Island צושימה Tsushima Strait מצר צושימה Tsutomu Hata צוטומו האטה Tsutomu Yamaguchi צוטומו ימאגוצ'י Tsuyoshi Nagabuchi נאגאבוצ'י צויושי Tsuyoshi Suzuki טצ'ויושי סוזוקי Tsvi Piran צבי פירן Tsvia Walden צביה ולדן Tsweatman/Gerald Sweatman גוספל Tu B'Av ט"ו באב Tu BiShvat ט"ו בשבט Tu BiShvat seder סדר ט"ו בשבט Tu Youyou טו יויו TuHan-Bot משתמש:TuHan-Bot TuS Makkabi Berlin מכבי ברלין Tuareg people טוארג Tuatara ספנודון Tuba טובה Tuba-Zangariyye טובא-זנגרייה Tubal תובל Tubal ligation קשירת חצוצרות Tubal-cain תובל קין Tubas טובאס Tubas Governorate קטגוריה:נפת טובאס Tubba Abu Karab As'ad אבו כרב אסעד Tubbataha Reef שונית טובטאהה Tubby טבי Tube טיוב Tube dependency תלות זונדה Tube map מפת הרכבת התחתית של לונדון Tuber כמהה Tuber פקעת Tuberculosis שחפת Tuberculosis and Malaria The Global Fund to Fight AIDS שחפת ומלריה הקרן העולמית למאבק באיידס Tuberous sclerosis טרשת גבשושית Tubo-ovarian abscess אבצס חצוצרתי-שחלתי Tuborg Brewery טובורג Tubuai טובואיי Tubulin טובולין Tucana טוקאן Tucana קטגוריה:קבוצת הכוכבים טוקאן Tucats/FriendlyUserbox2 תבנית:משתמש רוצה להתיידד Tuchów טוחוב Tuck Everlasting מעיין הנצח Tucker טאקר Tuco-tuco קטנומיים Tucows Tucows Tucumán Concepción קונספסיון Tucumán Province טוקומאן Tucumán Province קטגוריה:טוקומאן Tucunduba River טוקונדובה Tucuruí Dam סכר טוקורוי Tucuxi טוקוקסי Tudhaliya תודחליאש Tudhaliya I תודחליאש הראשון Tudhaliya II תודחליאש השני Tudhaliya III תודחליאש השלישי Tudhaliya IV תודחליאש הרביעי Tudor Arghezi טודור ארגזי Tudor Vladimirescu טודור ולדימירסקו Tudor Vladimirescu Division טודור ולדימירסקו דיוויזיית מתנדבים 1 Tudor rose שושנת טיודור Tuen Mun District טואן מאן Tuesday יום שלישי Tuesday Weld טיוזדיי ולד Tuesdays with Morrie ימי שלישי עם מורי Tuf Voyaging מסעות טאף Tuff טוף Tuffah א-תופאח Tuffet הדום Tufkaa/Sandbox/Medzh מז'יבוז' Tufted coquette קוליברי מקושט Tufted deer מונטיאק הציצית Tufted puffin תוכי ים פסיפי Tufts University אוניברסיטת טאפטס Tug of War Tug of War Tug of war משיכת חבל Tug of war at the Summer Olympics משיכת חבל במשחקים האולימפיים Tugan Sokhiev טוגאן סוחייב Tugay Bey טוגאי ביי Tugboat גוררת Tughra טורה Tugs TUGS Tui na טוינה Tuichi River טואיצ'י Tuileries Garden גני טווילרי Tuileries Palace ארמון טווילרי Tuition payments שכר לימוד Tukeit Hill frog אלופריניים Tukulti-Ninurta I תוכולתי-נינורתה הראשון Tukulti-Ninurta II תוכולתי-נינורתה השני Tula טולה Tula Oblast טולה Tula Oblast Yasnogorsk יאסנוגורסק Tulagi טולאגי Tulane University Law School faculty קטגוריה:סגל אוניברסיטת טוליין Tulane University faculty קטגוריה:סגל אוניברסיטת טוליין Tularemia טולרמיה Tulcea טולצ'אה Tulcea County טולצ'ה Tulchyn טולצ'ין TulioRibeiro/sandbox הקאנטוס של היפריון Tulip טוליפ Tulip צבעוני Tulip Revolution מהפכת הצבעונים Tulip chair כיסא צבעוני Tulip mania שיגעון הצבעונים Tulipa agenensis צבעוני ההרים Tulipa gesneriana צבעוני רחב עלים Tulipa polychroma צבעוני ססגוני Tuliszków טולישקוב Tulkarm טולכרם Tulkarm Al-Jalama ג'אלמה Tulkarm Governorate קטגוריה:נפת טולכרם Tulkarm Kur כור Tulkarm Nur Shams נור א-שמס Tulkarm Ramin רמין Tulkarm Shufa שופא Tullamore Dew טולמור דיו Tulle טיל Tullia Zevi טוליה צבי Tullio Lombardo טוליו לומברדו Tullio Serafin טוליו סראפין Tulln an der Donau טולן Tullus Hostilius טולוס הוסטיליוס Tulsa Outrage פרעות טלסה Tulsa Shock טלסה שוק Tulsi Gabbard טולסי גבארד Tulum טולום Tulunids שושלת טולון Tumah and taharah טומאה וטהרה Tumarkin תומרקין Tumbalalaika טום בללייקה Tumblr טאמבלר Tumen טומן Tumor lysis syndrome תסמונת פירוק הגידול Tumor suppressor gene גן מדכא סרטן Tums טאמס Tumtum טומטום ואנדרוגינוס Tumulus רוגם Tuna טונה Tuna Fishing דיג טונה Tundra טונדרה TuneIn TuneIn Tuner מכוון Tung Chung טונג צ'ונג Tung Chung קטגוריה:טונג צ'ונג Tung Chung Fort מצודת טונג צ'ונג Tungiro-Olyokminsky District טונגירו-אולקמינסקיי Tungokochensky District טונגוקוצ'נסקי Tungsten טונגסטן Tungsteno/sandbox לינצר טורטה Tungurahua טונגוראווה Tungusic languages קטגוריה:שפות טונגוסיות Tungusic languages שפות טונגוסיות Tunguska טונגוסקה Tunguska event אירוע טונגוסקה Tunic טוניקה Tunica externa הגלימה החיצונית Tunica intima הגלימה הפנימית Tunica media הגלימה האמצעית Tunicate מיתרני זנב Tuning fork קולן Tunis קטגוריה:תוניס Tunis תוניס Tunisair תוניסאייר Tunisia קטגוריה:תוניסיה Tunisia תוניסיה Tunisia Campaign המערכה בתוניסיה Tunisia Utica אוטיקה Tunisia at the Olympics תוניסיה במשחקים האולימפיים Tunisia at the Paralympics תוניסיה במשחקים הפאראלימפיים Tunisia in World War II קטגוריה:תוניסיה במלחמת העולם השנייה Tunisia national basketball team נבחרת תוניסיה בכדורסל Tunisia national football team נבחרת תוניסיה בכדורגל Tunisia squad 1998 FIFA World Cup תבנית:נבחרת טוניסיה במונדיאל 1998 Tunisia squad 2002 FIFA World Cup תבנית:נבחרת טוניסיה במונדיאל 2002 Tunisia squad 2006 FIFA World Cup תבנית:נבחרת טוניסיה במונדיאל 2006 Tunisia templates קטגוריה:תבניות ניווט - תוניסיה Tunisian Jews קטגוריה:יהודים תוניסאים Tunisian National Dialogue Quartet קוורטט הדיאלוג הלאומי בתוניסיה Tunisian Revolution ההפיכה בתוניסיה Tunisian actors קטגוריה:שחקני תיאטרון תוניסאים Tunisian basketball players קטגוריה:כדורסלנים תוניסאים Tunisian cuisine קטגוריה:המטבח התוניסאי Tunisian culture קטגוריה:תוניסיה: תרבות Tunisian footballers קטגוריה:כדורגלנים תוניסאים Tunisian music קטגוריה:מוזיקה תוניסאית Tunisian musicians קטגוריה:מוזיקאים תוניסאים Tunisian people קטגוריה:תוניסאים Tunisian politicians קטגוריה:פוליטיקאים תוניסאים Tunisian rabbis קטגוריה:רבנים תוניסאים Tunisian religious leaders קטגוריה:אנשי דת תוניסאים Tunisian singers קטגוריה:זמרים תוניסאים Tunisian sportspeople קטגוריה:ספורטאים תוניסאים Tunis–Carthage International Airport נמל התעופה הבינלאומי תוניס-קרתגו Tunji Awojobi טונג'י אווג'ובי Tunnel מנהרה Tunnel boring machine מכונה לכריית מנהרות Tunnel warfare לוחמת מנהרות Tunnel warfare קטגוריה:לוחמת מנהרות Tunneling מנהור Tunneling protocol מנהור Tunnelling companies of the Royal Engineers פלוגות המנהרות הבריטיות במלחמת העולם הראשונה Tunnels קטגוריה:מנהרות Tunnels in Israel קטגוריה:ישראל: מנהרות Tunnels in New York City קטגוריה:ניו יורק: מנהרות Tunnels underneath the River Thames מנהרות מתחת לנהר התמזה Tunnels underneath the River Thames קטגוריה:לונדון: מנהרות Tuojiangosaurus טואוג'יאנגוזאורוס Tuol Sleng Genocide Museum טואול סלנג Tuomas Holopainen תואומס הולופאינן Tupac טופאק Tupac Shakur טופאק שאקור Tupac Shakur קטגוריה:טופאק שאקור Tupac Shakur תבנית:טופאק שאקור Tupac Shakur albums קטגוריה:אלבומי טופאק שאקור Tupac Shakur songs קטגוריה:שירי טופאק שאקור Tupac: Resurrection Tupac: Resurrection Tupac: Resurrection טופאק: תחיית המתים Tupaiidae טופיים Tupamaros טופאמארוס Tupi language טופי עתיקה Tupi people טופי Tupian languages שפות טופי Tupinambis טגו Tupi–Guarani languages טופי-גוארני Tuple N-יה סדורה Tupolev טופולב Tupolev Tu-104 טופולב Tu-104 Tupolev Tu-124 טופולב Tu-124 Tupolev Tu-134 טופולב Tu-134 Tupolev Tu-144 טופולב Tu-144 Tupolev Tu-154 טופולב Tu-154 Tupolev Tu-16 טופולב Tu-16 Tupolev Tu-160 טופולב Tu-160 Tupolev Tu-204 טופולב Tu-204 Tupolev Tu-22 טופולב Tu-22 Tupolev Tu-334 טופולב Tu-334 Tupolev Tu-95 טופולב Tu-95 Tupolev aircraft קטגוריה:טופולב Tupou VI מלך טונגה טופו השישי Tuppence Middleton טאפנס מידלטון Tupperware טאפרוור Tupperware Brands טאפרוור Tuqu' תוקוע Tur Abdin טור עבדין Tur'an טורעאן Turaco טוראקיים Turandot טורנדוט Turanism טוראניזם Turban טורבן Turbellaria תולעי ריסים Turbidity עכירות Turbidity current התנזלות קרקע#זרמי עכירות Turbine טורבינה Turbo טורבו Turbo Pascal טורבו פסקל Turbo-Charged Prelude מבוא טעון-טורבו TurboCAD טורבוקאד Turbocharger מגדש טורבו Turbomeca טורבומקה Turbulence זרימה טורבולנטית Turckheim טורקהיים Turcopole טורקופול Turdidae קטגוריה:קיכליים Turek טורק Turek County Dobra דוברה Turgor pressure לחץ טורגור Turgut Özal טורגוט אזאל Turiasaurus טוריאזאורוס Turiisk טוריסק Turin טורין Turin טורינו Turin קטגוריה:טורינו Turin Erotic Papyrus הפפירוס הארוטי מטורינו Turin King List רשימת המלכים מטורינו Turin Monte dei Cappuccini הר הקפוצ'יני Turin Palazzo Madama ארמון מדאמה Turing Award פרס טיורינג Turing Award laureates קטגוריה:זוכי פרס טיורינג Turing Award laureates תבנית:זוכי פרס טיורינג Turing machine מכונת טיורינג Turing reduction רדוקציה חישובית Turing test מבחן טיורינג Turisas טוריסס Turk Edwards טורק אדוארדס Turkana טורקאנה Turkestan טורקיסטן Turkestan טורקסטן Turkestan–Siberia Railway טורקסיב Turkey טורקיה Turkey קטגוריה:טורקיה Turkey תרנגול הודו Turkey Batman בטמן Turkey Mediterranean Region הים התיכון Turkey Sinop סינופ Turkey Van ואן Turkey at the Olympics טורקיה במשחקים האולימפיים Turkey in the Eurovision Song Contest טורקיה באירוויזיון Turkey location map templates קטגוריה:תבניות מיפוי לפי מדינות: טורקיה Turkey meat בשר הודו Turkey national basketball team נבחרת טורקיה בכדורסל Turkey national football team נבחרת טורקיה בכדורגל Turkey national football team קטגוריה:כדורגלני נבחרת טורקיה Turkey national football team managers קטגוריה:מאמני נבחרת טורקיה בכדורגל Turkey national football team navigational boxes קטגוריה:סגלי נבחרת טורקיה בכדורגל Turkey squad 2002 FIFA World Cup תבנית:נבחרת טורקיה במונדיאל 2002 Turkey squad UEFA Euro 1996 תבנית:נבחרת טורקיה ביורו 1996 Turkey squad UEFA Euro 2008 תבנית:נבחרת טורקיה יורו 2008 Turkey squad UEFA Euro 2016 תבנית:נבחרת טורקיה ביורו 2016 Turkey stubs קטגוריה:קצרמר טורקיה Turkey templates קטגוריה:תבניות ניווט - טורקיה Turkey vulture קתרטס תרנגולי Turkey women's national basketball team נבחרת טורקיה בכדורסל נשים Turkey–United States relations יחסי ארצות הברית-טורקיה Turki bin Faisal Al Saud תורכי אל-פייסל Turkic languages קטגוריה:שפות טורקיות Turkic languages שפות טורקיות Turkic peoples עמים טורקיים Turkic peoples קטגוריה:שבטים טורקיים Turkic states קטגוריה:מדינות טורקיות Turkish Air Force חיל האוויר הטורקי Turkish Air Force קטגוריה:חיל האוויר הטורקי Turkish Airlines טורקיש איירליינס Turkish Airlines Flight 1951 טיסה 1951 של טורקיש איירליינס Turkish Armed Forces הכוחות המזוינים של טורקיה Turkish Basketball League clubs תבנית:ליגת העל הטורקית בכדורסל Turkish Basketball Super League ליגת העל הטורקית בכדורסל Turkish Crimea Medal מדליית קרים הטורקית Turkish Cup הגביע הטורקי Turkish Cup Basketball הגביע הטורקי בכדורסל Turkish Eurovision Song Contest entrants קטגוריה:נציגי טורקיה באירוויזיון Turkish Hezbollah חזבאללה Turkish Jews קטגוריה:יהודים טורקים Turkish Land Forces צבא טורקיה Turkish Language Association המוסד ללשון הטורקית Turkish Naval Forces היסטוריה של הצי העות'מאני Turkish Nobel laureates קטגוריה:זוכי פרס נובל טורקים Turkish Radio and Television Corporation הרשות לרדיו ולטלוויזיה בטורקיה Turkish Righteous Among the Nations קטגוריה:טורקים חסידי אומות העולם Turkish Riviera הריביירה הטורקית Turkish Riviera קטגוריה:הריביירה הטורקית Turkish State Cemetery בית העלמין הממלכתי של טורקיה Turkish State Railways חברת הרכבות הלאומית של הרפובליקה הטורקית Turkish Van ואן טורקי Turkish War of Independence מלחמת העצמאות של טורקיה Turkish War of Independence קטגוריה:מלחמת העצמאות של טורקיה Turkish Wikipedia ויקיפדיה הטורקית Turkish actors קטגוריה:שחקני קולנוע וטלוויזיה טורקים Turkish admirals קטגוריה:אדמירלים טורקים Turkish alphabet אלפבית טורקי Turkish archaeologists קטגוריה:ארכאולוגים טורקים Turkish archery קשת טורקית Turkish artists קטגוריה:אמנים טורקים Turkish basketball players קטגוריה:כדורסלנים טורקים Turkish bath חמאם Turkish chess players קטגוריה:שחמטאים טורקים Turkish coffee קפה טורקי Turkish criminals קטגוריה:מורשעים בדין בטורקיה Turkish cuisine המטבח הטורקי Turkish cuisine קטגוריה:המטבח הטורקי Turkish culture קטגוריה:טורקיה: תרבות Turkish delight רחת לוקום Turkish film directors קטגוריה:במאי קולנוע טורקים Turkish films קטגוריה:סרטים טורקיים Turkish footballers קטגוריה:כדורגלנים טורקים Turkish historians קטגוריה:היסטוריונים טורקים Turkish invasion of Cyprus פלישת טורקיה לקפריסין Turkish inventions קטגוריה:טורקיה: המצאות Turkish journalists קטגוריה:עיתונאים טורקים Turkish language טורקית Turkish language קטגוריה:טורקית Turkish law קטגוריה:טורקיה: חוק ומשפט Turkish lira לירה טורקית Turkish literature קטגוריה:ספרות טורקית Turkish military personnel קטגוריה:אנשי צבא טורקים Turkish music קטגוריה:מוזיקה טורקית Turkish musicians קטגוריה:מוזיקאים טורקים Turkish painters קטגוריה:ציירים טורקים Turkish people קטגוריה:טורקים Turkish people by occupation קטגוריה:טורקים לפי מקצוע Turkish politicians קטגוריה:פוליטיקאים טורקים Turkish rabbis קטגוריה:רבנים טורקים Turkish religious leaders קטגוריה:אנשי דת טורקים Turkish singers קטגוריה:זמרים טורקים Turkish sportspeople קטגוריה:ספורטאים טורקים Turkish titles קטגוריה:תארים עות'מאניים Turkish translators קטגוריה:מתרגמים טורקים Turkish words and phrases קטגוריה:מילים וביטויים בטורקית Turkish writers קטגוריה:סופרים טורקים Turkish-language films קטגוריה:סרטים בטורקית Turkish–Armenian War מלחמת טורקיה-ארמניה Turkistan טורקיסטן Turkistan Islamic Party המפלגה האסלאמית של טורקיסטן Turkmen Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית הטורקמנית Turkmen language טורקמנית Turkmenistan טורקמניסטן Turkmenistan קטגוריה:טורקמניסטן Turkmenistan Abadan אבדאן Turkmenistan Nisa ניסה Turkmenistan Türkmenbaşy טורקמנבאשי Turkmenistan at the Olympics טורקמניסטן במשחקים האולימפיים Turkmenistan at the Paralympics טורקמניסטן במשחקים הפאראלימפיים Turkmenistan culture קטגוריה:טורקמניסטן: תרבות Turkmenistan national football team נבחרת טורקמניסטן בכדורגל Turkmenistan people קטגוריה:טורקמנים Turkmenistan politicians קטגוריה:פוליטיקאים טורקמנים Turkmenistan templates קטגוריה:תבניות ניווט - טורקמניסטן Turkmens טורקמנים Turks and Caicos Islands איי טרקס וקייקוס Turks and Caicos Islands קטגוריה:איי טרקס וקייקוס Turks and Caicos Islands national football team נבחרת איי טרקס וקייקוס בכדורגל Turku טורקו Turku קטגוריה:טורקו Turma טורמה Turmeric כורכום Turmite טיורמיט Turn Back Time Turn Back Time Turn It On Again Turn It On Again Turn Left at the End of the World סוף העולם שמאלה Turn Me On Turn Me On Turn of the century מפנה המאה Turn state's evidence עד מדינה Turn! Turn! Turn! Turn! Turn! Turn! Turn-based strategy video games קטגוריה:משחקי אסטרטגיה ממוחשבים Turn: Washington's Spies המרגלים של וושינגטון Turner טרנר Turner & Hooch טרנר והוץ' Turner Classic Movies Turner Classic Movies Turner Prize פרס טרנר Turner Stadium אצטדיון טרנר Turner syndrome תסמונת טרנר Turning Tables Turning Tables Turning Torso הטורסו המתפתל Turno אל טורנו פסיפיקו Turnout טרן אאוט Turnover תחלופת עובדים Turnstile מחסום כניסה מסתובב Turnstone ארנריה Turobin טורובין Turonian טורון Turpentine טרפנטין Turquoise טורקיז Turquoise 101/sandbox צמחונות Turret צריח Turritopsis dohrnii המדוזה בת האלמוות Tursu טורשי Turtle צב Turtle צבים Turtle Lake אגם הצבים Turtle Lake ימת הצבים Turtle Talk with Crush שיחת צבים עם קראש Turtle ship אוניית צב Turtles קטגוריה:צבים Turul טורול Turun Palloseura טורון פאלוסאורה Turán's theorem משפט טורן Tus Airways Tus Airways Tuscany טוסקנה Tuscany קטגוריה:טוסקנה Tuscany Vinci וינצ'י Tusculum טוסקולום Tusheti תושתי Tushia תושיה Tushino טושינו Tusi Sites אתרי טוסה Tusk חט Tuskegee Airmen טייסי טסקיגי Tuskegee syphilis experiment ניסוי העגבת בטסקיגי Tut תות Tutankhamun תות ענח' אמון Tuti Island האי תותי Tutong טוטונג Tutong District טוטונג Tutor מורה פרטי Tutorial ויקיפדיה:ויקיפדיה צעד אחר צעד Tutorial מדריך ללומד Tutorial/Editing ויקיפדיה:ויקיפדיה צעד אחר צעד/1 Tutorial/Formatting ויקיפדיה:ויקיפדיה צעד אחר צעד/2 Tutorial/Keep in mind ויקיפדיה:ויקיפדיה צעד אחר צעד/6 Tutorial/Talk pages ויקיפדיה:ויקיפדיה צעד אחר צעד/5 Tutorial/Wikipedia links ויקיפדיה:ויקיפדיה צעד אחר צעד/3 Tutorial/Wrap-up and more info ויקיפדיה:ויקיפדיה צעד אחר צעד/7 Tutrakan טוטראקן Tutsi טוטסי Tutti frutti תותי פרוטי Tuttosport טוטוספורט Tuttul תותול Tutu חצאית טוטו Tutush I תתש הראשון Tuva טובה Tuval תובל Tuvalu טובאלו Tuvalu קטגוריה:טובאלו Tuvalu at the Olympics טובאלו במשחקים האולימפיים Tuvalu national football team נבחרת טובאלו בכדורגל Tuvan language טובאנית Tuvan throat singing חומאי Tuvia Bielski טוביה בלסקי Tuvia Friling טוביה פרילינג Tuvia Grossman תמונת טוביה גרוסמן Tuvia Katz טוביה כץ Tuvia Tenenbom טוביה טננבום Tuvia Tzafir טוביה צפיר Tuviah Friedman טוביה פרידמן Tuvic משתמש:Tuvic TuvicBot משתמש:TuvicBot Tuvok טובוק Tuvya Ruebner טוביה ריבנר Tux טקס Tuxedo Tuxedo Tuxedohamm/tree אלים אולימפיים Tuxedomoon טוקסידומון Tuxtla Gutiérrez טוסטלה גוטיירס Tuʻi Tonga Empire אימפריית טואי טונגה Tver טבר Tver Oblast טבר Tverskaya Street רחוב טברסקיה Tvrtko Kale טברטקו קאלה Tvtropes תבנית:Tvtropes Twain טוויין Tweed טוויד Tweedledum and Tweedledee טווידלדם וטווידלדי Tweeter טוויטר Tweety טוויטי Tweezers מלקטת Twelfth Amendment to the United States Constitution התיקון ה-12 לחוקת ארצות הברית Twelfth Night הלילה השנים עשר Twelfth United States Army Group קבוצת הארמיות ה-12 Twelfth government of Israel ממשלת ישראל השתים עשרה Twelve Apostles קטגוריה:שנים עשר השליחים Twelve Grapes שנים עשר ענבי המזל Twelve Microtonal Etudes for Electronic Music Media מוזיקה מיקרוטונאלית#שנים עשר אטיודים מיקרוטונאליים Twelve Minor Prophets קטגוריה:תרי עשר Twelve Minor Prophets תרי עשר Twelve Nidānas תריסר החוליות Twelve Olympians אלים אולימפיים Twelve Olympians קטגוריה:אלים אולימפיים Twelve Tribes of Israel שבטי ישראל Twelve-bar blues בלוז 12 תיבות Twelve-step program תוכנית שנים עשר הצעדים Twelve-tone technique שיטת שנים-עשר הטונים Twelve-wired bird-of-paradise עדני תריסר החוטים Twelver התריסריים Twentieth Amendment to the United States Constitution התיקון ה-20 לחוקת ארצות הברית Twentieth Century Fox Twentieth Century Fox Twentieth government of Israel ממשלת ישראל העשרים Twenty One Pilots טוונטי ואן פיילוטס Twenty One Pilots discography דיסקוגרפיה של טוונטי ואן פיילוטס Twenty One Pilots songs קטגוריה:טוונטי ואן פיילוטס Twenty Questions נעלמים Twenty Thousand Leagues Under the Sea 20,000 מיל מתחת למים Twenty Years After אחרי עשרים שנה Twenty-eighth government of Israel ממשלת ישראל העשרים ושמונה Twenty-fifth Amendment to the United States Constitution התיקון ה-25 לחוקת ארצות הברית Twenty-fifth Dynasty of Egypt השושלת ה-25 של מצרים Twenty-fifth government of Israel ממשלת ישראל העשרים וחמש Twenty-first Amendment to the United States Constitution התיקון ה-21 לחוקת ארצות הברית Twenty-first government of Israel ממשלת ישראל העשרים ואחת Twenty-four priestly gifts מתנות כהונה Twenty-fourth Amendment to the United States Constitution התיקון ה-24 לחוקת ארצות הברית Twenty-fourth government of Israel ממשלת ישראל העשרים וארבע Twenty-ninth government of Israel ממשלת ישראל העשרים ותשע Twenty-second Amendment to the United States Constitution התיקון ה-22 לחוקת ארצות הברית Twenty-second government of Israel ממשלת ישראל העשרים ושתיים Twenty-seventh Amendment to the United States Constitution התיקון ה-27 לחוקת ארצות הברית Twenty-seventh government of Israel ממשלת ישראל העשרים ושבע Twenty-sixth Amendment to the United States Constitution התיקון ה-26 לחוקת ארצות הברית Twenty-sixth government of Israel ממשלת ישראל העשרים ושש Twenty-third Amendment to the United States Constitution התיקון ה-23 לחוקת ארצות הברית Twenty-third government of Israel ממשלת ישראל העשרים ושלוש Twersky טברסקי Twig snake נחש זרדים Twiggy טוויגי Twilight דמדומים Twilight תבנית:דמדומים Twilight of the Gods Twilight of the Gods Twilight of the Idols שקיעת האלילים Twilight of the Thunder God Twilight of the Thunder God Twin טווין Twin קטגוריה:תאומים Twin תאומים Twin Peaks טווין פיקס Twin Towers מגדלי התאומים Twin Towers 2 מגדלי התאומים 2 Twin paradox פרדוקס התאומים Twin prime ראשוניים תאומים Twin study מחקרי תאומים Twin towns and sister cities ערים תאומות Twin-to-twin transfusion syndrome תסמונת מעבר דם בין עוברים Twinkie טווינקי Twinkie defense הגנת טווינקי Twinkling נצנוץ Twins תאומים Twist טוויסט Twista טוויסטה Twisted Twisted Twisted Sister טוויסטד סיסטר Twisted Transistor Twisted Transistor Twisted pair זוג שזור Twister טויסטר Twister פלונטר Twitch Plays Pokémon Twitch Plays Pokemon Twitter טוויטר Twitter תבנית:טוויטר Twitter Revolution מהפכת טוויטר Two Generals' Problem בעיית שני הצבאות Two If by Sea בזמן שגנבת Two Knights Defense הגנת שני הפרשים Two Suns in the Sunset Two Suns in the Sunset Two Weeks Notice שבועיים מראש Two Women לה צ'וצ'ארה Two and a Half Men קטגוריה:שני גברים וחצי Two and a Half Men שני גברים וחצי Two digit תבנית:Pad2digit Two envelopes problem פרדוקס המעטפות Two fast two furious ver5.jpg תמונה:2 Fast 2 Furious film.jpg Two for the Road שניים לדרך Two witnesses שני העדים Two's complement משלים ל-2 Two-Face דו-פרצוף Two-Spirit Two-Spirit Two-body problem בעיה דו-גופית Two-dimensional flow זרימה דו-ממדית Two-dimensional gel electrophoresis אלקטרופורזה דו-ממדית בג'ל Two-face before and after.jpg קובץ:Two-face before and after.jpg Two-factor theory תאוריית שני הגורמים Two-out-of-five code קוד שתיים-מתוך-חמש Two-party system מערכת דו-מפלגתית Two-second rule שמירת מרחק Two-source hypothesis תאוריית שני המקורות Two-state solution שתי מדינות לשני עמים Two-stroke engine מחזור שתי פעימות Two-toed sloth עצלן דו-אצבע Two-way radio מכשיר קשר Two-wheel tractor קלטרת TwoHorned/work under way 1 פרשת מוחמד א-דורה TwoLegResult תבנית:בית-חוץ תוצאה TwoLegResult/sandbox תבנית:בית-חוץ תוצאה TwoWings משתמש:TwoWings Twofish Twofish Twyfelfontein טוואיפלפונטיין Twyman–Stokes Teammate of the Year Award פרס השחקן הקבוצתי על שם טווימן-סטוקס Txiki Begiristain צ'יקי בגיריסטיין Tximist משתמש:Tximist Ty Burrell טיי בארל Ty Cobb טיי קוב Ty Lawson טיי לוסון Ty Simpkins טיי סימפקינס Tyana טיאנה Tyburn טייברן Tyburn Brook טייברן Tyche טיכה Tycho טיכו Tycho מכתש טיכו Tycho Brahe טיכו ברהה Tychonoff space מרחב רגולרי לחלוטין Tychonoff's theorem משפט טיכונוף Tycooperman/TinyOGRE Entertainment tinyOGRE Entertainment Tyczyn טיצ'ין Tyga טייגה Tykocin טיקטין Tykocin pogrom השמדת יהודי טיקטין Tyler טיילר Tyler Clary טיילר קלרי Tyler Hamilton טיילר המילטון Tyler Hoechlin טיילר הקלין Tyler Joseph טיילר ג'וזף Tyler Posey טיילר פוסי Tyler helvey 15/sandbox קלצונה Tyler max/VPN Virtual Private Network Tyler.norton12/Sandbox/Art1 קיפאון Tyler.norton12/Sandbox/Art2 ?????? Tylermc/sandbox סמיילי Tylopoda בעלי כרית Tymofiy Khmelnytsky טימיש חמלניצקי Tymoshenko טימושנקו Tympanuchus שכווי הערבה Tympanum טימפנון Tyndareus טינדראוס Tyne Cot בית הקברות הצבאי טיין קוט Tyne and Wear טיין אנד ויר Tyne and Wear Sunderland סנדרלנד Type טיפוס Type 1 Ho-Ni I הו-ני 1 Type 10 grenade רימון יד דגם 10 Type 90 Kyū-maru Type 90 Type 97 81 mm infantry mortar Type 97 Type 97 Chi-Ha צ'י-הא Type 99 tank Type 99 Type I and type II errors שגיאות מסוג I ו-II Type design עיצוב גופנים Type locality מיקום מייצג Type scene סצנת דפוס Type system מערכת טיפוסים Type theory תורת הטיפוסים TypeScript TypeScript Typecasting טייפקאסטינג Typeface גופן Typefaces קטגוריה:גופנים Types of Zionism זרמים בציונות Types of Zionism קטגוריה:זרמים בציונות Types of armour תבנית:שריון Types of crowns תבנית:סוגי כתרים Types of cyclone קטגוריה:סופות ציקלון Types of databases קטגוריה:מאגרי מידע Types of functions קטגוריה:פונקציות מתמטיות: מאפיינים Types of lamp קטגוריה:מנורות Types of library קטגוריה:סוגי ספריות Types of military forces קטגוריה:חילות הצבא Types of probability distributions קטגוריה:סוגי התפלגויות Types of soil קטגוריה:קרקעות Types of tools תבנית:כלי עבודה Types of volcanic eruptions התפרצות געשית Typesetting סדר Typewriter מכונת כתיבה Typha סוף Typha domingensis סוף מצוי Typhaceae קטגוריה:סופיים Typhlocaris סומית Typhlocaris galilea סומית הגליל Typhlonectidae תולעני מים Typhlopidae נחשיליים Typhlops vermicularis נחשיל מצוי Typhoid Mary טיפואיד מרי Typhoid fever טיפואיד Typhon טיפון Typhoon Chan-hom צ'אן הום Typhoon Hagupit הגופיט Typhoon Haiyan טייפון האיאן Typhoon Noul נואול Typhoon Soudelor סודלור Typhoon Tip טייפון טיפ Typhoon Weapon Station טייפון TyphoonLagoonWaterParkColor.png תמונה:TLlogo.jpg Typhus טיפוס הבהרות Typical antipsychotic תרופות אנטי-פסיכוטיות טיפוסיות Typical warbler סבכי Typikon טיפיקון Typographic ligature ליגטורה Typographic unit יחידה טיפוגרפית Typographical error טעות דפוס Typographical symbols קטגוריה:סימני כתב Typography טיפוגרפיה Typography קטגוריה:טיפוגרפיה Typology טיפולוגיה Typology פרה-פיגורציה Tyr Tyr Tyra Banks טיירה בנקס Tyrannosauridae טירנוזאוריים Tyrannosaurs קטגוריה:טירנוזאוריים Tyrannosaurus טירנוזאורוס רקס Tyranny of the majority עריצות הרוב Tyrant הרודן Tyrant טיראניה Tyrant flycatcher טירניים Tyre headquarters bombings אסון צור Tyre raid פשיטת שייטת 13 בצור Tyreke Evans טייריק אוונס Tyrese Gibson טייריס גיבסון Tyrese Rice טייריס רייס Tyrian purple תכלת וארגמן בעולם העתיק Tyrol טירול Tyrol קטגוריה:טירול Tyrol תבנית:מחוזות טירול Tyrolean Airways אוסטריאן ארוז Tyrone Guthrie טיירון גאתרי Tyrone Power טיירון פאואר Tyronn Lue טיירון לו Tyropoeon Valley הגיא המרכזי Tyrosine טירוזין Tyrrhenian Sea הים הטירני Tysmenytsia טישמייניצה Tyson Chandler טייסון צ'נדלר Tyson Fury טייסון פיורי Tyson Gay טייסון גיי Tyszowce טישובצה Tytila of East Anglia מלך מזרח אנגליה טיטילה Tytonidae קטגוריה:תנשמתיים Tyumen טיומן Tyumen Oblast טיומן Tyvek טייוק Tyvriv טיוורוב Tza'ar ba'alei chayim צער בעלי חיים Tzachi Hanegbi צחי הנגבי Tzadik צדיק Tzadikim Nistarim ל"ו צדיקים Tzads צאדים Tzafria צפריה Tzafririm צפרירים Tzahala צהלה Tzahalon צהלון Tzahar צח"ר Tzahi Elihen צחי אליחן Tzahi Ilos צחי אילוז Tzahy משתמש:צחי לרנר Tzali Reshef צלי רשף Tzameret Towers מגדלי אקירוב Tzanaria צנריה Tzaraath נגע הצרעת Tzatziki צזיקי Tzav פרשת צו Tze'elim צאלים Tze'elim Stream נחל צאלים Tzedakah צדקה Tzelafon צלפון Tzena Tzena Tzena צאנה צאנה Tzere צירי Tzfat cheese גבינה צפתית Tzigane ציגאן Tzimmes צימעס Tzimtzum תורת הצמצום Tzipi Hotovely ציפי חוטובלי Tzipi Livni ציפי לבני Tzipi Shavit ציפי שביט Tzipora Laskov צפורה לסקוב Tzipora Obziler ציפי אובזילר Tzippori Synagogue ציפורי Tzitzak צ'יצ'אק Tzitzit ציצית Tziv'on צבעון Tzivos Hashem צבאות השם Tzniut צניעות Tzofar צופר Tzofim צופים Tzofit צופית Tzohar צהר Tzohar צוחר Tzomet מפלגת צומת Tzora צרעה Tzoran-Kadima קדימה-צורן Tzova צובה Tzrifin צריפין Tzrifin bus stop attack הפיגוע בתחנת האוטובוס בצריפין Tzrufa צרופה Tzufit Grant צופית גרנט Tzukei Yam צוקי ים Tzukim צוקים Tzur צור Tzur Hadassah צור הדסה Tzur Moshe צור משה Tzur Natan צור נתן Tzur Shezaf צור שיזף Tzur Yitzhak צור יצחק Tzuriel צוריאל Tzurit צורית Tzvi Ashkenazi צבי הירש אשכנזי Tzvi Avni צבי אבני Tzvi Hirsch Ferber צבי הירש פרבר Tzvi Hirsh of Zidichov צבי הירש מזידיטשוב Tzvi Pesach Frank צבי פסח פרנק Tzvi Tzur צבי צור Tzvia Greenfeld צביה גרינפילד Tzyryl משתמש:Tzyryl Táchira טאצ'ירה Tánaiste טנשטה Târgoviște טרגובישטה Târgu Frumos טרגו פרומוס Târgu Jiu טרגו ז'יו Târgu Mureș טרגו מורש Târgu Neamţ טרגו ניאמץ Târgu Neamț טרגו ניאמץ Täby טבי Téa Leoni טיאה ליאוני Téglás טגלאש Ténéré טנרה Tétouan תטואן Tête aux Chamois טט או שאמואה Tête-bêche צמדים הפוכים Tórshavn טורסהאבן Tótkomlós טוטקומלוש Tõnu Kaljuste טונו קליוסטה Tõnu Õnnepalu טנו אנפלו Tölzer Knabenchor מקהלת נערי טלץ Töv Province טוב Túpac Amaru טופאק אמארו Túpac Amaru II טופאק אמארו השני Túpac Katari טופאק קטארי Túrin Turambar טורין טורמבר Tübingen טיבינגן Tünel טונל Türk Telekom Arena טורק טלקום ארנה Türk Telekom B.K. טורק טלקום Türk Telekom B.K. players קטגוריה:כדורסלני טורק טלקום Türkmenbaşy טורקמנבאשי Týr טיר Tāufaʻāhau Tupou IV טאופאאהאו טופוו הרביעי Tămâioasă Românească טמיואסה רומנאסקה Tłuszcz טלושץ' Tōdai-ji טודאי-ג'י Tōgō Heihachirō היהאצ'ירו טוגו Tōhoku region טוהוקו Tōru Ōhira טורו אוהירה Tōrō nagashi טורו נגאשי Tōseiha טוסיי-הא Tōya Maru טביעת המעבורת טויה מארו Třebíč טשביץ' U U U У U יו U BT Cluj-Napoca מוביטלקו קלוז' נפוקה U Nu או נו U Thant או תאנט U Thant Island או תאנט U Thant Peace Award פרס או תאנט לשלום U'Bizchutan ובזכותן U-boat הצוללות הגרמניות במלחמות העולם הראשונה והשנייה U-boat Campaign מערכת הצוללות במלחמת העולם הראשונה U-shaped valley עמק קרחוני U.C. Sampdoria סמפדוריה U.C. Sampdoria managers קטגוריה:מאמני סמפדוריה U.C. Sampdoria players קטגוריה:כדורגלני סמפדוריה U.D. Leiria אוניאו דשפורטיבה דה לייריה U.D. Leiria players קטגוריה:כדורגלני אוניאו דשפורטיבה דה לייריה U.S. Agent סוכן ארצות הברית U.S. Chemical Safety and Hazard Investigation Board US CSB U.S. Città di Palermo פאלרמו U.S. Città di Palermo players קטגוריה:כדורגלני פאלרמו U.S. Counties תבנית:מחוזות ארצות הברית U.S. Latina Calcio players קטגוריה:כדורגלני לאטינה U.S. Lecce לצ'ה U.S. Lecce players קטגוריה:כדורגלני לצ'ה U.S. News & World Report U.S. News & World Report U.S. Open U.S. Open U.S. Postal Service Pro Cycling Team קבוצת דיסקברי צ'אנל U.S. Robots and Mechanical Men יו אס רובוטים ואנשים מכאניים U.S. Route 66 כביש 66 U.S. Route 89 כביש 89 U.S. Sassuolo Calcio ססואולו U.S. Sassuolo Calcio players קטגוריה:כדורגלני ססואולו U.S. Securities and Exchange Commission הוועדה לניירות ערך ולבורסות U.S. Sheep Experiment Station התחנה האמריקאית לניסויים בכבשים U.S. Soccer Athlete of the Year כדורגלן השנה בארצות הברית U.S. Virgin Islands Charlotte Amalie שארלוט אמאלי U.S. Virgin Islands Christiansted כריסטיאנסטד U.S. Virgin Islands Cruz Bay קרוז ביי U.S. Virgin Islands Frederiksted פרדריקסטד U.S. Virgin Islands Saint Croix סנט קרואה U.S. Virgin Islands Saint John סנט ג'ון U.S. Virgin Islands Saint Thomas סנט תומאס U.S. Virgin Islands Water Island ווטר איילנד U.S. Virgin Islands national basketball team נבחרת איי הבתולה של ארצות הברית בכדורסל U.S. state מדינות ארצות הברית U.S.A. Main Street הרחוב הראשי של ארצות הברית U1 U1 U2 U2 U2 ספר:U2 U2 קטגוריה:U2 U2 360° Tour 360° U2 Boy.png תמונה:U2 boy.jpg U2 October.jpg קובץ:U2 october.jpg U2 War album cover.jpg קובץ:U2 war.jpg U3 U3 U4 U4 U5 U5 U55 U55 U6 U6 U7 U7 U8 U8 U9 U9 UAE Arabian Gulf League ליגת העל של איחוד האמירויות הערביות UAZ אוא"ז UB40 UB40 UBX/Facebook תבנית:משתמש פייסבוק UBX/LOST תבנית:משתמש אבודים UBX/Mozilla Firefox תבנית:משתמש פיירפוקס UBX/User Geek תבנית:משתמש גיק2 UBX/User carbon תבנית:משתמש פחמן UBeR/GWcleanup התחממות עולמית UC Browser UC Browser UCI ProTour UCI ProTour UCI ProTour תבנית:UCI World Tour UCI Road World Championships אליפות העולם באופני כביש UCI Road World Cup סבב הגביע העולמי באופני כביש UCI World Champions קטגוריה:רוכבי אופניים: אלופי עולם UCI World Tour UCI World Tour UCLA Bruins men's basketball players קטגוריה:כדורסלני אוניברסיטת קליפורניה בלוס אנג'לס UCSC Genome Browser הדפדפן הגנומי של אוניברסיטת קליפורניה UCWeb UCWeb UD Almería מועדון ספורט אלמריה UD Almería players קטגוריה:כדורגלני אלמריה UD Las Palmas לאס פאלמס UD Las Palmas players קטגוריה:כדורגלני לאס פאלמס UD Salamanca סלמנקה UD Salamanca players קטגוריה:כדורגלני סלמנקה UDC UDC UEFA אופ"א UEFA Best Player in Europe Award שחקן השנה של אופ"א UEFA Champions League ליגת האלופות UEFA Champions League קטגוריה:ליגת האלופות UEFA Champions League Anthem ליגת האלופות#ההמנון הרשמי UEFA Champions League Finals קטגוריה:משחקי גמר ליגת האלופות UEFA Champions League seasons תבנית:עונות בליגת האלופות UEFA Cup Winners' Cup גביע אירופה למחזיקות גביע UEFA Euro 1968 יורו 1968 UEFA Euro 1968 qualifying מוקדמות יורו 1968 UEFA Euro 1968 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1968 UEFA Euro 1972 יורו 1972 UEFA Euro 1972 qualifying מוקדמות יורו 1972 UEFA Euro 1972 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1972 UEFA Euro 1976 יורו 1976 UEFA Euro 1976 qualifying מוקדמות יורו 1976 UEFA Euro 1976 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1976 UEFA Euro 1980 יורו 1980 UEFA Euro 1980 qualifying מוקדמות יורו 1980 UEFA Euro 1980 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1980 UEFA Euro 1984 יורו 1984 UEFA Euro 1984 qualifying מוקדמות יורו 1984 UEFA Euro 1984 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1984 UEFA Euro 1988 יורו 1988 UEFA Euro 1988 qualifying מוקדמות יורו 1988 UEFA Euro 1988 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1988 UEFA Euro 1992 יורו 1992 UEFA Euro 1992 qualifying מוקדמות יורו 1992 UEFA Euro 1992 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1992 UEFA Euro 1996 יורו 1996 UEFA Euro 1996 qualifying מוקדמות יורו 1996 UEFA Euro 1996 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 1996 UEFA Euro 2000 יורו 2000 UEFA Euro 2000 qualifying מוקדמות יורו 2000 UEFA Euro 2000 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2000 UEFA Euro 2004 יורו 2004 UEFA Euro 2004 qualifying מוקדמות יורו 2004 UEFA Euro 2004 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2004 UEFA Euro 2008 יורו 2008 UEFA Euro 2008 qualifying מוקדמות יורו 2008 UEFA Euro 2008 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2008 UEFA Euro 2008 stadiums תבנית:אצטדיוני יורו 2008 UEFA Euro 2012 יורו 2012 UEFA Euro 2012 qualifying מוקדמות יורו 2012 UEFA Euro 2012 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2012 UEFA Euro 2012 stadiums תבנית:אצטדיוני יורו 2012 UEFA Euro 2016 יורו 2016 UEFA Euro 2016 qualifying מוקדמות יורו 2016 UEFA Euro 2016 squad navigational boxes קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2016 UEFA Euro 2016 stadiums תבנית:אצטדיוני יורו 2016 UEFA Euro 2020 יורו 2020 UEFA Euro squad navigational boxes by competition קטגוריה:תבניות ניווט - סגלי נבחרות ביורו UEFA Europa League הליגה האירופית UEFA Europa League קטגוריה:גביע אופ"א UEFA European Championship אליפות אירופה בכדורגל UEFA European Championship קטגוריה:אליפויות אירופה בכדורגל UEFA European Football Championship תבנית:אליפויות אירופה בכדורגל UEFA European Under-19 Championship קטגוריה:תחרויות כדורגל לצעירים UEFA European Under-21 Championship אליפות אירופה בכדורגל עד גיל 21 UEFA Financial Fair Play Regulations תקנות אופ"א לתחרות כלכלית הוגנת UEFA Golden Jubilee Poll כדורגלן היובל של אופ"א UEFA Golden Players קטגוריה:כדורגלני הזהב של אופ"א UEFA Intertoto Cup גביע האינטרטוטו UEFA Intertoto Cup logo.svg קובץ:Intertoto cup.jpg UEFA Jubilee Awards פרסי היובל של אופ"א UEFA Jubilee Awards תבנית:כדורגלני הזהב של אופ"א UEFA Regions' Cup גביע האזורים של אופ"א UEFA Respect Fair Play ranking דירוג המשחק ההוגן של אופ"א UEFA Super Cup הסופר קאפ האירופי UEFA Team of the Year נבחרת השנה של אופ"א UEFA Women's Champions League ליגת האלופות לנשים UEFA Women's Champions League קטגוריה:גביעי אופ"א לנשים UEFA Women's Championship אליפות אירופה בכדורגל נשים UEFA Women's Championship קטגוריה:אליפויות אירופה בכדורגל נשים UEFA Women's Championship תבנית:אליפויות אירופה בכדורגל נשים UEFA Women's Championship squad templates קטגוריה:תבניות ניווט - סגלי יורו נשים UEFA Women's Cup logo.png קובץ:UEFA Women Logo.gif UEFA Women's Euro 1991 אליפות אירופה בכדורגל נשים 1991 UEFA Women's Euro 1993 אליפות אירופה בכדורגל נשים 1993 UEFA Women's Euro 1995 אליפות אירופה בכדורגל נשים 1995 UEFA Women's Euro 1997 אליפות אירופה בכדורגל נשים 1997 UEFA Women's Euro 2001 אליפות אירופה בכדורגל נשים 2001 UEFA Women's Euro 2005 אליפות אירופה בכדורגל נשים 2005 UEFA Women's Euro 2005 squad templates קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2005 UEFA Women's Euro 2009 אליפות אירופה בכדורגל נשים 2009 UEFA Women's Euro 2009 squad templates קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2009 UEFA Women's Euro 2013 אליפות אירופה בכדורגל נשים 2013 UEFA Women's Euro 2013 squad templates קטגוריה:תבניות ניווט - סגלי נבחרות יורו 2013 UEFA Women's Under-19 Championship אליפות אירופה בכדורגל לנערות עד גיל 19 UEFA Women's Under-19 Championship קטגוריה:אליפויות אירופה בכדורגל לנערות עד גיל 19 UEFA Youth League ליגת האלופות לנוער UEFA coefficient שיטת הדירוג של אופ"א UEFA competitions תבנית:תחרויות כדורגל באירופה UEFA football cups תבנית:טורנירי גביע לאומיים בכדורגל UEFA leagues תבנית:ליגות הכדורגל באירופה UEFA national super cups תבנית:טורנירי סופר קאפ לאומיים בכדורגל UEFA stadium categories דירוג האצטדיונים של אופ"א UEFA under-21 teams תבנית:נבחרות כדורגל אירופאיות עד גיל 21 UEFA women's teams תבנית:נבחרות כדורגל נשים אירופאיות UEFA-CAF Meridian Cup גביע מרידיאן UFO incident Texas Aurora תקרית אורורה UFOs תבנית:עב"מולוגיה ועב"מים UGM-27 Polaris פולאריס UHU UHU UIUC College of Business בית הספר למנהל עסקים באוניברסיטת אילינוי באורבנה שמפיין UK Dance Singles and Albums Charts מצעד הדאנס הבריטי UK Independence Party UKIP UK Singles Chart מצעד הסינגלים הבריטי UK Space Agency סוכנות החלל הבריטית UK and Ireland BBYO נוער לנוער UK formation תבנית:חקיקת איחוד הממלכה המאוחדת UK miners' strike שביתת הכורים בבריטניה UK national selection for the Eurovision Song Contest Your Country Needs You UKFlags תבנית:דגלי הממלכה המאוחדת ULEB יול"ב UMA אומה UMMC Ekaterinburg אוגמ"ק יקטרינבורג UMTS מערכת טלפוניה ניידת עולמית UMass Minutemen basketball players קטגוריה:כדורסלני אוניברסיטת מסצ'וסטס UN Watch UN Watch UN number מספר או"ם UNESCO אונסק"ו UNESCO קטגוריה:אונסק"ו UNICEF קרן החירום הבינלאומית של האומות המאוחדות לילדים UNICOS UNICOS UNIMA אונימ"ה UNITA האיחוד לעצמאות מוחלטת של אנגולה UNLV Runnin' Rebels basketball players קטגוריה:כדורסלני אוניברסיטת נבדה בלאס וגאס UNRWA אונר"א UNetbootin UNetbootin UPA תבנית:UPA UPN UPN UPS UPS URL תבנית:URL US Airways US איירווייז US Airways Flight 1549 טיסה 1549 של יו אס איירווייז US Army Chiefs of Staff תבנית:מפקדי צבא ארצות הברית US Città di Palermo Logo.svg קובץ:Us citta di palermo.gif US First Ladies תבנית:הגברות הראשונות של ארצות הברית US Open אליפות ארצות הברית הפתוחה בטניס US Presidents תבנית:נשיאי ארצות הברית US State Capitols תבנית:בנייני בתי המחוקקים של מדינות ארצות הברית US War on Terror תבנית:המלחמה העולמית בטרור US experimental aircraft תבנית:מטוסי ה-X US patent תבנית:פטנט ארצות הברית US state capitals תבנית:בירות מדינות ארצות הברית US state seals תבנית:סמלי מדינות ארצות הברית USA Network USA USA Network shows קטגוריה:USA Network USA Today USA Today USA imagemap with state names תבנית:מדינות בארצות הברית USA-165 XSS-11 USA-193 USA 193 USAir Flight 427 טיסה 427 של יו אס אייר USAttGen תבנית:התובעים הכלליים של ארצות הברית USB Universal Serial Bus USB flash drive דיסק און קי USC Trojans men's basketball players קטגוריה:כדורסלני אוניברסיטת דרום קליפורניה USCGC Northland אח"י אילת USK Praha סלביה פראג USS Arizona Memorial אנדרטת האונייה אריזונה USS Cole קול USS Congress קונגרס USS Constellation קונסטליישן USS Constitution קונסטיטושן USS Defiant דיפאיינט USS Enterprise אנטרפרייז USS Enterprise תמונה:USS Enterprise USS Experiment אקספרימנט USS George Washington ג'ורג' וושינגטון USS Hornet הורנט USS Indianapolis אינדיאנפוליס USS Lexington לקסינגטון USS Liberty incident תקרית ליברטי USS Midway מידוויי USS Monitor USS מוניטור USS Nautilus נאוטילוס USS Paducah גאולה USS Peleliu USS פלליו USS Philadelphia פילדלפיה USS President פרזידנט USS Pueblo פרשת פואבלו USS Skate סקייט USS Tang טאנג USS United States יונייטד סטייטס USS Voyager וויאג'ר USS Wasp ווספ USS Winston Churchill וינסטון צ'רצ'יל USS Yorktown יורקטאון USSR Basketball Cup גביע ברית המועצות בכדורסל USSR Premier Basketball League אליפות ברית המועצות בכדורסל גברים USSR State Prize פרס ברית המועצות USSoccer תבנית:כדורגל בארצות הברית UTChem406g2S11/sandbox אורביטל מולקולרי UTEP Miners basketball players קטגוריה:כדורסלני אוניברסיטת טקסס באל פאסו UTF-16 UTF-16 UTF-32 UTF-32 UTF-8 UTF-8 UUCP UUCP UY Scuti UY במגן Uannis~enwiki משתמש:Uannis Ub Iwerks אב אייוורקס UbUb משתמש:Ub Ubaid period תקופת עובייד Ubaldo Fillol אובלדו פיליול Ubara-Tutu אובר-תותו Ubbi dubbi שפת הבי"ת Ubeidiya תל עובדיה Uber אובר Ubinas אובינס Ubiquitin אוביקוויטין Ubiquitous learning למידה בכל מקום ובכל זמן Ubiquity Ubiquity Ubiratàn D'Ambrosio אוביראטן ד'אמברוזיו Ubisoft יוביסופט Ubisoft Montreal יוביסופט מונטריאול Ubu Roi אובו המלך Ubuntu אובונטו Ubuntu אובנטו Ubuntu קטגוריה:אובונטו לינוקס Ubuntu Foundation אובונטו Ubuntu Kylin Ubuntu Kylin Ubuntu One Ubuntu One Ubuntu Software Center מרכז התוכנה של אובונטו Ubuntu TV Ubuntu TV Ubuntu Touch Ubuntu Touch Ubykh language אוביחית Ubykh people אוביחים Ucayali River אוקיאלי Uchanie אוחניה Udachnaya pipe צינור אודצ'ניה Udacity יודסיטי Uday Hussein עודאי חוסיין Udi אודי Udi Adam אודי אדם Udi Aloni אודי אלוני Udi Davidi אודי דוידי Udi Dekel אהוד דקל Udi Gal אודי גל Udi Manber אודי מנבר Udim אודים Udine אודינה Udinese Calcio אודינזה Udinese Calcio managers קטגוריה:מאמני אודינזה Udinese Calcio players קטגוריה:כדורגלני אודינזה Udmurt language אודמורטית Udmurt people אודמורטים Udmurtia אודמורטיה Udo Beyer אודו באייר Udo Horsmann אודו הורסמן Udo Lattek אודו לאטק Udo Zimmermann אודו צימרמן Udon אודון Udon Thani אודון טהאני Udonis Haslem יודוניס האסלם Uechi-ryū וויצ'י ריו Ueno Park פארק אואנו Uesugi Harunori אואסוגי הרונורי Uetersen איטרזן Ufa אופה Uffington White Horse הסוס הלבן של אפינגטון Uffizi גלריית אופיצי Ufology עב"מולוגיה Uganda אוגנדה Uganda קטגוריה:אוגנדה Uganda Football Association.png תמונה:Uganda FA.gif Uganda Jinja ג'ינג'ה Uganda Lira לירה Uganda People's Democratic Army הצבא הדמוקרטי של אזרחי אוגנדה Uganda Scheme תוכנית אוגנדה Uganda at the Olympics אוגנדה במשחקים האולימפיים Uganda at the Paralympics אוגנדה במשחקים הפאראלימפיים Uganda national basketball team נבחרת אוגנדה בכדורסל Uganda national football team נבחרת אוגנדה בכדורגל Uganda templates קטגוריה:תבניות ניווט - אוגנדה Ugandan footballers קטגוריה:כדורגלנים אוגנדים Ugandan military personnel קטגוריה:אנשי צבא אוגנדים Ugandan people קטגוריה:אוגנדים Ugandan politicians קטגוריה:פוליטיקאים אוגנדים Ugandan shilling שילינג אוגנדי Ugarit אוגרית Ugarit קטגוריה:אוגרית Ugaritic אוגריתית Ugaritic alphabet אלפבית אוגריתי Ugetsu אוגטסו מונוגטרי Ugly Betty בטי Ugly Kid Joe Ugly Kid Joe Ugo Betti אוגו בטי Ugo Cavallero אוגו קאוואלרו Ugo Foscolo אוגו פוסקולו Ugo Frigerio אוגו פריג'ריו Ugíjar אוחיחר Uhlan אולאן Uhniv אוהנוב Uhthoff's phenomenon תופעת אוטהוף Uhura ניוטה אוהורה Ui-te-Rangiora אוי-טה-רנג'יאורה Uinkaret volcanic field השדה הגעשי יואינקארט Uinta Mountains הרי יואינטה Ujamaa אוג'מאה Ujazd אוייזד Ujiji אוג'יג'י Ujung Kulon National Park הפארק הלאומי אוג'ונג קולון Ukabia/Odinani איגבו#מיתולוגיה Ukase אוקאז Uke אוקה Ukiyo-e אוקיו-אה Ukmergė אוקמרגה Ukmergė District Municipality אוקמרגה Ukraine אוקראינה Ukraine קטגוריה:אוקראינה Ukraine Antoniny אנטוניני Ukraine Busk בוסק Ukraine International Airlines יוקריין אינטרנשיונל איירליינס Ukraine Iziaslav איזיאסלב Ukraine Kalush קאלוש Ukraine Khmelnytskyi חמלניצקי Ukraine Komarno קומארנו Ukraine Nikopol ניקופול Ukraine Novomoskovsk נובומוסקובסק Ukraine Turka טורקה Ukraine at the Olympics אוקראינה במשחקים האולימפיים Ukraine at the Paralympics אוקראינה במשחקים הפאראלימפיים Ukraine in the Eurovision Song Contest אוקראינה באירוויזיון Ukraine location map templates קטגוריה:תבניות מיפוי לפי מדינות: אוקראינה Ukraine national basketball team נבחרת אוקראינה בכדורסל Ukraine national football team נבחרת אוקראינה בכדורגל Ukraine national football team managers קטגוריה:מאמני נבחרת אוקראינה בכדורגל Ukraine national football team navigational boxes קטגוריה:סגלי נבחרת אוקראינה בכדורגל Ukraine national under-21 football team נבחרת אוקראינה בכדורגל עד גיל 21 Ukraine squad 2006 FIFA World Cup תבנית:נבחרת אוקראינה במונדיאל 2006 Ukraine squad UEFA Euro 2012 תבנית:נבחרת אוקראינה יורו 2012 Ukraine squad UEFA Euro 2016 תבנית:נבחרת אוקראינה ביורו 2016 Ukraine stubs קטגוריה:קצרמר אוקראינה Ukraine women's national football team נבחרת אוקראינה בכדורגל נשים Ukrainian Basketball Cup הגביע האוקראיני בכדורסל Ukrainian Basketball SuperLeague הסופרליגה האוקראינית בכדורסל Ukrainian Cup הגביע האוקראיני Ukrainian Dorian scale סולם מי שברך Ukrainian Footballer of the Year כדורגלן השנה באוקראינה Ukrainian Jews קטגוריה:יהודים אוקראינים Ukrainian Military Police חיל אכיפת החוק Ukrainian National Union הברית הלאומית האוקראינית Ukrainian People's Republic הרפובליקה העממית של אוקראינה Ukrainian Premier League ליגת העל האוקראינית Ukrainian Premier League teamlist תבנית:ליגת העל האוקראינית Ukrainian Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית האוקראינית Ukrainian Super Cup הסופר קאפ האוקראיני Ukrainian Wikipedia ויקיפדיה האוקראינית Ukrainian artists קטגוריה:אמנים אוקראינים Ukrainian athletes קטגוריה:אתלטים אוקראינים Ukrainian basketball players קטגוריה:כדורסלנים אוקראינים Ukrainian businesspeople קטגוריה:אנשי עסקים אוקראינים Ukrainian chess players קטגוריה:שחמטאים אוקראינים Ukrainian clergy קטגוריה:אנשי דת אוקראינים Ukrainian criminals קטגוריה:מורשעים בדין באוקראינה Ukrainian cuisine קטגוריה:המטבח האוקראיני Ukrainian culture קטגוריה:אוקראינה: תרבות Ukrainian dramatists and playwrights קטגוריה:מחזאים אוקראינים Ukrainian engineers קטגוריה:מהנדסים אוקראינים Ukrainian female singers קטגוריה:זמרות אוקראיניות Ukrainian film actors קטגוריה:שחקני קולנוע וטלוויזיה אוקראינים Ukrainian football managers קטגוריה:מאמני כדורגל אוקראינים Ukrainian footballers קטגוריה:כדורגלנים אוקראינים Ukrainian historians קטגוריה:היסטוריונים אוקראינים Ukrainian hryvnia הריבניה Ukrainian intelligence agencies קטגוריה:קהילת המודיעין האוקראינית Ukrainian language אוקראינית Ukrainian language קטגוריה:אוקראינית Ukrainian law קטגוריה:אוקראינה: חוק ומשפט Ukrainian literature קטגוריה:ספרות אוקראינית Ukrainian military personnel קטגוריה:אנשי צבא אוקראינים Ukrainian musicians קטגוריה:מוזיקאים אוקראינים Ukrainian painters קטגוריה:ציירים אוקראינים Ukrainian people by occupation קטגוריה:אוקראינים לפי מקצוע Ukrainian pianists קטגוריה:פסנתרנים אוקראינים Ukrainian poets קטגוריה:משוררים אוקראינים Ukrainian politicians קטגוריה:פוליטיקאים אוקראינים Ukrainian rabbis קטגוריה:רבנים אוקראינים Ukrainian scientists קטגוריה:מדענים אוקראינים Ukrainian singers קטגוריה:זמרים אוקראינים Ukrainian sportspeople קטגוריה:ספורטאים אוקראינים Ukrainian writers קטגוריה:סופרים אוקראינים Ukrainians אוקראינים Uktzim מסכת עוקצים Uku Masing אוקו מסינג Ukulele יוקולילי Ulaanbaatar אולן בטור Ulaangom אולאאנגום Ulam spiral ספירלת אולם Ulama עולמא Ulan-Ude אולן-אודה Ulanov אולנוב Ulanów אולנוב Ulashkivtsi אולאשקובצה Ulawun אולאוון Ulay Ze Ani אולי זה אני Ulbricht Doctrine דוקטרינת אולבריכט Ulcer כיב Ulcerative colitis קוליטיס כיבית Ulcinj אולצין Ulead Systems יוליד Ulf Kirsten אולף קירסטן Ulf Schirmer אולף שירמר Ulf Timmermann אולף טימרמן Ulfat Idilbi אולפת אל-אידליבי Uli Derickson אולי דריקסון Uli Hoeneß אולי הנס Uli Jon Roth אולי ג'ון רות' Uli Stein אולי שטיין Uli Stielike אולי שטיליקה Ulichs אוליצ'ים Ulisse Aldrovandi אוליסה אלדרובנדי Ulithi אטול אוליטי Ulk Ulk Ulla עולא Ullevi אולבי Ullmann אולמן Ulm אולם Ulm Minster המינסטר של אולם Ulmaceae קטגוריה:מישיים Ulmaridae קטגוריה:Ulmaridae Ulmus canescens בוקיצה שעירה Ulmus rubra אולמוס רוברה Ulna עצם הגומד Ulnar artery עורק הגומד Ulnar claw יד טופר Ulnar nerve עצב הגומד Ulnar recurrent artery עורק הגומד החוזר Uloboridae גיבנניים Uloboridae קטגוריה:גיבנניים Ulpan אולפן עברית Ulpana אולפנה Ulrich Beck אולריך בק Ulrich Borowka אולריך בורובקה Ulrich Jasper Seetzen אולריך יאספר זטצן Ulrich Mühe אולריך מיהה Ulrich Ramé אולריך ראמה Ulrich Schnaft אולריך שנפט Ulrich von Hassell אולריך פון האסל Ulrich von Hutten אולריך פון הוטן Ulrik Munther אולריק מונטר Ulrik Plesner אולריק פלסנר Ulrike Meyfarth אולריקה מייפארת Ulrike Richter אולריקה ריכטר Ulrike Tauber אולריקה טאובר Ulsan אולסן Ulster אלסטר Ulster קטגוריה:אלסטר Ulster Orchestra תזמורת אלסטר Ulster Volunteer Force כוח המתנדבים מאלסטר Ultimate אולטימייט Ultimate Fighting Championship אליפות הלחימה האולטימטיבית Ultimate Fighting Championship champions קטגוריה:אלופי אליפות הלחימה האולטימטיבית Ultimate Guitar Archive Ultimate Guitar Archive Ultimate Marvel אולטימייט מארוול Ultimate Santana Ultimate Santana Ultimate fate of the universe גורל היקום Ultimate tensile strength מאמץ מתיחה UltimateEcho12k בלאק הוק דאון Ultimatum אולטימטום Ultimatum game התראה Ultra Ultra Ultra אולטרה Ultra vires אולטרה וירס Ultra-high-definition television Ultra HDTV Ultra-high-temperature processing חלב עמיד Ultra-wideband תחום רחב סרט Ultrabook אולטראבוק Ultrabowser/sandbox ז'אן-פול סארטר Ultracold atom אטומים קרים Ultrafiltration אולטראפילטרציה Ultralight aviation אווירון זעיר ממדים Ultralight backpacking תרמילאות#תרמילאות קלה Ultramafic rock אולטרה-מאפי Ultramarathon אולטרה מרתון Ultramicroscope אולטרמיקרוסקופ Ultraproduct על מכפלה Ultras אולטראס Ultrasaurus אולטראזאורוס Ultrasound אולטרה סאונד Ultraviolence Ultraviolence Ultraviolet על-סגול Ultraviolet index מדד קרינה אולטרה סגולה Ultraviolet photography צילום על-סגול Ultron אולטרון Uluburun shipwreck ספינה טרופה מאולו-בורון Ululation צהלולים Uluru אולורו Ulver אולבר Ulver nattens.JPG תמונה:Ulver nattens.jpg Ulyanovsk אוליאנובסק Ulyanovsk Oblast אוליאנובסק Ulysses יוליסס Ulysses קטגוריה:יוליסס Ulysses תבנית:יוליסס Ulysses Grant יוליסס סימפסון גרנט Ulysses Grant קטגוריה:יוליסס סימפסון גרנט Ulysses Grant Memorial אנדרטת יוליסס גרנט Ulz משתמש:Ulz Um-Shmum או"ם שמום Uma Thurman אומה תורמן Umaglesi Liga ליגת העל הגאורגית Umaglesi Liga teamlist תבנית:ליגת העל הגאורגית בכדורגל Uman אומן Umar עומר בן אל-ח'טאב Umar II עומר השני Umar's Assurance חוזה עומר Umaru Musa Yar'Adua עומארו יאר אדואה Umayya Abu-Hanna אומייה אבו חנא Umayya Toukan אומייה טוקאן Umayyad Caliphate בית אומיה Umayyad Caliphate קטגוריה:בית אומיה Umayyad Mosque המסגד האומיי Umayyad Square כיכר אומיה Umayyad conquest of Hispania הכיבוש המוסלמי של ספרד Umayyads תבנית:בית אומיה Umbanda אומבנדה Umberto Boccioni אומברטו בוצ'וני Umberto Boccioni קטגוריה:אומברטו בוצ'וני Umberto Cassuto משה דוד קאסוטו Umberto D. אומברטו דה Umberto Eco אומברטו אקו Umberto Giordano אומברטו ג'ורדאנו Umberto I of Italy מלך איטליה אומברטו הראשון Umberto II of Italy מלך איטליה אומברטו השני Umberto Nobile אומברטו נובילה Umberto Saba אומברטו סאבה Umbilical cord חבל הטבור Umbilical cord prolapse צניחת חבל הטבור Umbilical hernia בקע טבורי Umbilicus intermedius טבורית נטויה Umbrella Umbrella Umbrella מטרייה Umbri אומברים Umbria אומבריה Umbria קטגוריה:אומבריה Umbrian language אומברית Umbriel אומבריאל Umeda Sky Building בניין אומדה סקיי Umeå אומאו Umeå IK אומאו Umm Batin אום בטין Umm Khalid אום ח'אלד Umm Kulthum אום כולתום Umm Qais גדר Umm Salal Mohammed אום סלאל מוחמד Umm Salal SC אום סלאל Umm Salal SC players קטגוריה:כדורגלני אום סלאל Umm Tuba אום טובא Umm al-Fahm אום אל-פחם Umm al-Fahm קטגוריה:אום אל-פחם Umm al-Fahm bus bombing הפיגוע באוטובוס בוואדי ערה Umm al-Hiran אום אלחיראן Umm al-Qutuf אום אל-קוטוף Umm al-Quwain אום אל-קיוין Umm ar-Rasas אום א-רסאס Umm az-Zinat אום א-זינאת Umm el Kanatir אום אל-קנאטר Umma אומה Ummagumma Ummagumma Umpatampa אומפטמפה Umpqua Community College shooting הירי במכללה הקהילתית אומפקווה Umpqua National Forest היער הלאומי אומפקווה Umrah עומרה Umschlagplatz אומשלגפלץ Un Chien Andalou כלב אנדלוסי Un ballo in maschera נשף המסכות Un giorno di regno מלך לשעה Una אונה Una Merkel אונה מרקל Unam sanctam אחת קדושה Unanimity פה אחד Unapologetic Unapologetic Unarmed – Best of 25th Anniversary Unarmed Unary numeral system בסיס אונרי Unary operation פעולה אונארית Unauthorized Israeli settlements קטגוריה:מאחזים ביהודה ושומרון Unblock תבנית:בקשת שחרור חסימה Unbreakable בלתי שביר UnbreakableCD1.jpg תמונה:13Unbreakable1.jpg Unbroken Unbroken Unbroken לא נשבר Unbuilt buildings and structures קטגוריה:פרויקטים הנדסיים שלא מומשו Uncanny המאוים Uncanny Avengers האוונג'רס המופלאים Uncanny valley עמק המוזרות Uncertainty אי-ודאות Uncertainty principle עקרון האי-ודאות Unchained camera technique תנועות מצלמה Uncharted Uncharted Uncharted 2: Among Thieves Uncharted 2: Among Thieves Uncharted 3: Drake's Deception Uncharted 3: Drake's Deception Uncle Albert/Admiral Halsey Uncle Albert/Admiral Halsey Uncle G's 'bot/VFD ויקיפדיה:רשימת מועמדים למחיקה Uncle Sam הדוד סם Uncle Scrooge הדוד קמצוץ Uncle Tom's Cabin אוהל הדוד תום Uncle Vanya הדוד וניה Uncompahgre Peak פסגת אנקומפגרה Unconditionally Unconditionally Unconformity אי התאמה Unconscious mind לא-מודע Uncyclopedia איןציקלופדיה Undead אל-מת Undeciphered writing systems קטגוריה:מערכות כתב לא מפוענחות Undeletion שחזור קבצים Under Armour אנדר ארמור Under My Skin Under My Skin Under Rug Swept Under Rug Swept Under Siege מצור ימי Under Western Eyes לנגד עיניים מערביות Under construction תבנית:בעבודה מתמשכת Under the Bombs תחת פצצות Under the Bridge Under the Bridge Under the Dome בתוך הבועה Under the Domim Tree עץ הדומים תפוס Under the Iron Sea Under the Iron Sea Under the Never Sky תחת שמי האש Under the Skin מתחת לעור Under-construction templates קטגוריה:תבניות לערכים בעבודה Undercover Boss Israel בוס בהסוואה Underfloor heating חימום תת-רצפתי Undergarment הלבשה תחתונה Undergarments קטגוריה:הלבשה תחתונה Underground Railroad מסילת הרכבת המחתרתית Underground city עיר תת-קרקעית Underground rapid transit in Germany קטגוריה:גרמניה: רכבות תחתיות Underground rapid transit in Israel קטגוריה:ישראל: רכבות תחתיות Underground rapid transit in Russia קטגוריה:רוסיה: רכבות תחתיות Underground rapid transit in the European Union תבנית:רכבות תחתיות באירופה Underline תבנית:קו תחתון Underpopulated categories קטגוריה:ויקיפדיה: קטגוריות להשלמה Underpopulated category תבנית:קטגוריה להשלמה Underscore קו תחתון Undersea buildings and structures קטגוריה:מבנים תת-מימיים Undersea tunnels קטגוריה:מנהרות תת-מימיות Undershirt גופייה Understatement לשון המעטה Understudy שחקן מחליף Undertaking קטגוריה:קבורה Undertow Undertow Underwater acoustics אקוסטיקה תת-מימית Underwater archaeology קטגוריה:ארכאולוגיה ימית Underwater divers קטגוריה:צוללים Underwater diving צלילה Underwater diving קטגוריה:צלילה Underwater hockey הוקי מים Underwater photography צילום תת-מימי Underwater videography צילום וידאו תת-מימי Underweight תת-משקל Underworld מלחמת האופל Underworld תבנית:מלחמת האופל Underworld תת-עולם Underworld deities קטגוריה:אלילי שאול Underworld goddesses קטגוריה:אלות שאול Underworld gods קטגוריה:אלי שאול Underwriting חיתום Undisputed champion אלוף העולם הבלתי מעורער Une Seule Nuit המנון בורקינה פאסו Unearth אנארת' Unecha אונייצ'ה Unelli אונלים Unemployment אבטלה Unemployment benefits דמי אבטלה Unetanneh Tokef ונתנה תוקף Uneven bars מקבילים מדורגים Unexpected hanging paradox פרדוקס בוחן הפתע Unexplained disappearances קטגוריה:היעלמויות בלתי מוסברות Unexploded ordnance נפל תחמושת Unfabulous לא מדהימה Unfaithful Unfaithful Unfaithful בוגדת Unfaithfully Yours שלך בבגידה Unfinished Tales סיפורים שלא נשלמו Unfinished creative work יצירות בלתי גמורות במוזיקה Unforgettable Unforgettable Unforgiven בלתי נסלח Unfree labor during World War II קטגוריה:עבודת כפייה במלחמת העולם השנייה Unfree labour עבודת כפייה Unfree labour קטגוריה:עבודת כפייה Ungar אונגר Ungheni אונגני Ungulate פרסתנים Ungulates קטגוריה:פרסתנים Unha אונחה Unholy Cult Unholy Cult UniCredit יוניקרדיט Unibrow חד גבה Unicaja logo.png קובץ:Unicaja logo-1-.png Unicameralism בית מחוקקים חד-ביתי Unicellular organism חד תאיים Unico Wilhelm van Wassenaer אוניקו וילהלם ואן וסנאר Unicode יוניקוד Unicode תבנית:Unicode Unicode chart Armenian תבנית:טבלת יוניקוד/ארמנית Unicode chart Bengali תבנית:טבלת יוניקוד/בנגלית Unicode chart Georgian תבנית:טבלת יוניקוד/גאורגית Unicode chart Gujarati תבנית:טבלת יוניקוד/גוג'ראטית Unicode chart Kannada תבנית:טבלת יוניקוד/קאנדה Unicode chart Malayalam תבנית:טבלת יוניקוד/מלאיאלאם Unicode chart Tamil תבנית:טבלת יוניקוד/טמילית Unicode chart Telugu תבנית:טבלת יוניקוד/טלוגו Unicode charts קטגוריה:תבניות טבלאות יוניקוד Unicorn חד-קרן Unicum אוניקום Unicycle חד-אופן Unidentified flying object עצם בלתי מזוהה Unidentified flying objects קטגוריה:עצמים בלתי מזוהים Unidentified people קטגוריה:אישים שזהותם אינה ידועה Uniejów אונייוב Unification Church כנסיית האיחוד Unification of Germany איחוד גרמניה Unification of Romania and Moldova התנועה לאיחוד רומניה ומולדובה Unified Communist Party of Georgia המפלגה הקומוניסטית המאוחדת של גאורגיה Unified Extensible Firmware Interface UEFI Unified Modeling Language Unified Modeling Language Unified Process Unified Process Unified Socialist Party of Catalonia המפלגה הסוציאליסטית המאוחדת של קטלוניה Unified login עזרה:חשבון משתמש מאוחד Unified structured inventive thinking חשיבה המצאתית שיטתית Uniform מדים Uniform Probate Code קודקס הירושה האחיד Uniform Resource Identifier URI Uniform Resource Locator URL Uniform boundedness חסימות במידה אחידה Uniform boundedness principle משפט בנך-שטיינהאוס Uniform continuity פונקציה רציפה במידה שווה Uniform convergence התכנסות במידה שווה Uniform distribution התפלגות אחידה רציפה Uniform tessellation ריצוף Uniformitarianism עקרון האחידות Uniforms קטגוריה:מדים Uniforms of the British Armed Forces מדי הכוחות המזוינים של בריטניה Unilever יוניליוור Unilever קטגוריה:יוניליוור Unimodality פונקציה יונימודאלית Unimog יונימוג Unincorporated communities in Arizona קטגוריה:אריזונה: יישובים שאינם כפופים לממשל עירוני Unincorporated communities in California קטגוריה:קליפורניה: יישובים שאינם כפופים לממשל עירוני Unincorporated communities in Nevada קטגוריה:נבדה: יישובים שאינם כפופים לממשל עירוני Uninhabited islands קטגוריה:איים לא מיושבים Uninhabited islands by country קטגוריה:איים לא מיושבים לפי מדינה Uninhabited islands of Australia קטגוריה:אוסטרליה: איים לא מיושבים Uninhabited islands of Canada קטגוריה:קנדה: איים לא מיושבים Uninhabited islands of China קטגוריה:סין: איים לא מיושבים Uninhabited islands of Denmark קטגוריה:דנמרק: איים לא מיושבים Uninhabited islands of Ecuador קטגוריה:אקוודור: איים לא מיושבים Uninhabited islands of France קטגוריה:צרפת: איים לא מיושבים Uninhabited islands of Greece קטגוריה:יוון: איים לא מיושבים Uninhabited islands of Iceland קטגוריה:איסלנד: איים לא מיושבים Uninhabited islands of Ireland קטגוריה:אירלנד: איים לא מיושבים Uninhabited islands of Japan קטגוריה:יפן: איים לא מיושבים Uninhabited islands of Kiribati קטגוריה:קיריבטי: איים לא מיושבים Uninhabited islands of New York קטגוריה:מדינת ניו יורק: איים לא מיושבים Uninhabited islands of New Zealand קטגוריה:ניו זילנד: איים לא מיושבים Uninhabited islands of Norway קטגוריה:נורווגיה: איים לא מיושבים Uninhabited islands of Orkney קטגוריה:אורקני: איים לא מיושבים Uninhabited islands of Portugal קטגוריה:פורטוגל: איים לא מיושבים Uninhabited islands of Russia קטגוריה:רוסיה: איים לא מיושבים Uninhabited islands of Scotland קטגוריה:סקוטלנד: איים לא מיושבים Uninhabited islands of Shetland קטגוריה:איי שטלנד: איים לא מיושבים Uninhabited islands of the Bahamas קטגוריה:איי בהאמה: איים לא מיושבים Uninhabited islands of the Netherlands קטגוריה:הולנד: איים לא מיושבים Uninhabited islands of the United Kingdom קטגוריה:בריטניה: איים לא מיושבים Uninhabited islands of the United States קטגוריה:ארצות הברית: איים לא מיושבים Uninterruptible power supply אל-פסק Unio Trium Nationum ברית שלושת הלאומים Union איחוד Union האיחוד Union Army צבא האיחוד Union Army קטגוריה:צבא האיחוד Union Army of Kentucky ארמיית קנטקי Union Bank of Israel בנק אגוד לישראל Union Cycliste Internationale האיגוד הבינלאומי לאופניים Union Defence Force הכוחות המזוינים של איחוד האמירויות הערביות Union Island Clifton קליפטון Union Jack Union Jack Union Kavala B.C. אנוסי קוואלה Union List of Israel הקטלוג המאוחד של הספריות בישראל Union Pacific Railroad יוניון פסיפיק Union Square Cafe יוניון סקוור קפה Union State האיחוד של רוסיה ובלארוס Union armies קטגוריה:ארמיות צבא האיחוד Union between Sweden and Norway האיחוד השוודי-נורווגי Union for Reform Judaism האיחוד ליהדות רפורמית Union for a Popular Movement האיחוד למען תנועה עממית Union for a Popular Movement politicians קטגוריה:חברי האיחוד למען תנועה עממית Union for the Mediterranean איחוד מדינות הים התיכון Union of Bessarabia with Romania הפלישה הרומנית לבסרביה וסיפוחה לרומניה Union of Communist Youth איחוד הנוער הקומוניסטי Union of Good קואליציית הצדקה Union of Italian Jewish Communities איגוד הקהילות היהודיות של איטליה Union of Lublin איחוד לובלין Union of October 17 ברית 17 באוקטובר Union of Orthodox Hebrew Congregations התאחדות קהלות החרדים Union of Orthodox Rabbis אגודת הרבנים Union of Right Forces ברית כוחות הימין Union of South Africa איחוד דרום אפריקה Union of the Crowns איחוד הכתרים Union of the Russian People ברית העם הרוסי Union political leaders קטגוריה:פוליטיקאים צפוניים במלחמת האזרחים האמריקנית Union territory טריטוריית איחוד Unionism in Ireland יוניוניזם Unionist Party המפלגה היוניוניסטית Uniparental disomy דיזומיה חד הורית Unipol Arena יוניפול ארנה Unique Forms of Continuity in Space צורות מיוחדות של התמשכות בחלל Unique factorization domain תחום פריקות יחידה Unique key מפתח ראשי Uniqueness quantification קיום ויחידות Unison אוניסון Unisphere יוניספרה Unit איבר הפיך Unit 101 יחידה 101 Unit 669 יחידת החילוץ והפינוי בהיטס Unit 731 יחידה 731 Unit 8200 יחידה 8200 Unit circle מעגל היחידה Unit cube קוביית יחידה Unit fraction שבר יסודי Unit function פונקציית היחידה Unit interval קטע היחידה Unit of International Crime Investigations יאחב"ל Unit record equipment ציוד לעיבוד נתונים Unit square ריבוע יחידה Unit testing בדיקות יחידה Unit vector וקטור יחידה Unitarian Universalism אוניברסליזם אוניטריאני Unitarianism אוניטריאניזם Unitary matrix מטריצה אוניטרית Unitary operator אופרטור אוניטרי Unitec Institute of Technology המכון הטכנולוגי יוניטק United יונייטד United 93 טיסה 93 United Abominations United Abominations United Abominations.jpg קובץ:Megadeth - United Abominations.jpg United Airlines יונייטד איירליינס United Airlines Flight 175 טיסה 175 של יונייטד איירליינס United Airlines Flight 4 טיסה 4 של יונייטד איירליינס United Airlines Flight 629 טיסה 692 של יונייטד איירליינס United Arab Emirates איחוד האמירויות הערביות United Arab Emirates קטגוריה:איחוד האמירויות הערביות United Arab Emirates at the Olympics איחוד האמירויות הערביות במשחקים האולימפיים United Arab Emirates at the Paralympics איחוד האמירויות הערביות במשחקים הפאראלימפיים United Arab Emirates dirham דירהם איחוד האמירויות הערביות United Arab Emirates national basketball team נבחרת איחוד האמירויות הערביות בכדורסל United Arab Emirates national football team נבחרת איחוד האמירויות הערביות בכדורגל United Arab Emirates national football team managers קטגוריה:מאמני נבחרת איחוד האמירויות הערביות בכדורגל United Arab Emirates templates קטגוריה:תבניות ניווט - איחוד האמירויות הערביות United Arab List הרשימה הערבית המאוחדת United Arab Republic הרפובליקה הערבית המאוחדת United Artists יונייטד ארטיסטס United Artists films קטגוריה:סרטי יונייטד ארטיסטס United Automobile Workers איגוד עובדי הרכב United Belgian States המדינות הבלגיות המאוחדות United Buddy Bears הדובים המאוחדים United Center יונייטד סנטר United Federation of Planets פדרציית הכוכבים המאוחדת United Fruit Company חברת הפירות המאוחדת United Hatzalah איחוד הצלה United Jewish Appeal המגבית היהודית המאוחדת United Kingdom הממלכה המאוחדת United Kingdom ספר:הממלכה המאוחדת United Kingdom פורטל:הממלכה המאוחדת United Kingdom קטגוריה:הממלכה המאוחדת United Kingdom Pavilion at Epcot הממלכה המאוחדת United Kingdom Special Forces הכוחות המיוחדים של הממלכה המאוחדת United Kingdom football derbies קטגוריה:משחקי דרבי בבריטניה United Kingdom in World War I קטגוריה:בריטניה במלחמת העולם הראשונה United Kingdom in World War II קטגוריה:הממלכה המאוחדת במלחמת העולם השנייה United Kingdom in the Eurovision Song Contest הממלכה המאוחדת באירוויזיון United Kingdom location map templates קטגוריה:תבניות מיפוי לפי מדינות: הממלכה המאוחדת United Kingdom national football team נבחרת בריטניה בכדורגל United Kingdom of Great Britain and Ireland הממלכה המאוחדת של בריטניה הגדולה ואירלנד United Kingdom of the Netherlands הממלכה המאוחדת של ארצות השפלה United Kingdom regions תבנית:אזורי הממלכה המאוחדת United Kingdom stubs קטגוריה:קצרמר הממלכה המאוחדת United Kingdom templates קטגוריה:תבניות ניווט - הממלכה המאוחדת United Kingdom withdrawal from the European Union פרישת הממלכה המאוחדת מהאיחוד האירופי United Launch Alliance United Launch Alliance United Nations האומות המאוחדות United Nations קטגוריה:האומות המאוחדות United Nations Buffer Zone in Cyprus הקו הירוק United Nations Charter מגילת האומות המאוחדות United Nations Conference on Trade and Development ועידת האו"ם לסחר ופיתוח United Nations Convention against Corruption האמנה נגד שחיתות United Nations Convention on Contracts for the International Sale of Goods אמנת האומות המאוחדות בדבר חוזים למכר טובין בינלאומי United Nations Convention on the Law of the Sea חוק הים United Nations Day יום האומות המאוחדות United Nations Development Group קבוצת הפיתוח של האו"ם United Nations Disengagement Observer Force אונדו"ף United Nations Economic Commission for Africa הנציבות הכלכלית של האומות המאוחדות לאפריקה United Nations Economic and Social Council המועצה הכלכלית חברתית של האומות המאוחדות United Nations Emergency Force כוח החירום של האומות המאוחדות United Nations Environment Programme התוכנית הסביבתית של האו"ם United Nations Fact Finding Mission on the 2014 Israel–Gaza conflict ועדת החקירה של האו"ם בנושא עימות ישראל-עזה 2014 United Nations Fact Finding Mission on the Gaza Conflict ועדת גולדסטון United Nations General Assembly העצרת הכללית של האומות המאוחדות United Nations General Assembly Resolution 194 החלטה 194 של העצרת הכללית של האו"ם United Nations General Assembly Resolution 273 החלטה 273 של העצרת הכללית של האו"ם United Nations General Assembly Resolution 3379 החלטה 3379 של העצרת הכללית של האו"ם United Nations General Assembly Resolution 46/86 החלטה 4686 של העצרת הכללית של האו"ם United Nations General Assembly Resolution 68/262 החלטה 68/262 של העצרת הכללית של האו"ם United Nations General Assembly observers משקיפים בעצרת הכללית של האומות המאוחדות United Nations General Assembly resolution 67/19 החלטה 67/19 של העצרת הכללית של האו"ם United Nations General Assembly resolutions קטגוריה:החלטות העצרת הכללית של האו"ם United Nations High Commissioner for Refugees נציבות האו"ם לפליטים United Nations Human Rights Committee ועדת האו"ם לזכויות אדם United Nations Human Rights Council מועצת האומות המאוחדות לזכויות אדם United Nations Interim Force in Lebanon יוניפי"ל United Nations Mission in Ethiopia and Eritrea משלחת האו"ם לאתיופיה ולאריתריאה United Nations Observer Mission in Georgia UNOMIG United Nations Office for Outer Space Affairs משרד האו"ם לענייני החלל החיצון United Nations Office for the Coordination of Humanitarian Affairs משרד האו"ם לתיאום עניינים הומניטריים United Nations Partition Plan for Palestine תוכנית החלוקה United Nations Relief and Rehabilitation Administration אונרר"א United Nations Secretaries-General קטגוריה:מזכ"לי האו"ם United Nations Security Council מועצת הביטחון United Nations Security Council Resolution 1325 החלטה 1325 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 138 החלטה 138 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 1559 החלטה 1559 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 1583 החלטה 1583 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 1701 החלטה 1701 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 1973 החלטה 1973 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 242 החלטה 242 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 338 החלטה 338 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 339 החלטה 339 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 340 החלטה 340 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 350 החלטה 350 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 425 החלטה 425 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 446 החלטה 446 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 452 החלטה 452 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 465 החלטה 465 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 478 החלטה 478 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 497 החלטה 497 של מועצת הביטחון של האו"ם United Nations Security Council Resolution 69 החלטה 69 של מועצת הביטחון של האו"ם United Nations Security Council resolutions קטגוריה:החלטות מועצת הביטחון של האו"ם United Nations Security Council resolutions concerning Israel קטגוריה:החלטות מועצת הביטחון של האו"ם בנוגע לישראל United Nations Security Council resolutions concerning Lebanon קטגוריה:החלטות מועצת הביטחון של האו"ם בנוגע ללבנון United Nations Security Council resolutions concerning Syria קטגוריה:החלטות מועצת הביטחון של האו"ם בנוגע לסוריה United Nations Special Committee on Palestine ועדת אונסקו"פ United Nations Truce Supervision Organization ארגון הפיקוח על הפסקת אש של האומות המאוחדות United Nations Trusteeship Council מועצת הנאמנות של האומות המאוחדות United Nations climate change conferences קטגוריה:ועידות האומות המאוחדות לשינוי אקלים United Nations days קטגוריה:מועדי האומות המאוחדות United Nations military personnel קטגוריה:אנשי צבא בשירות האומות המאוחדות United Nations peacekeeping כוחות שמירת השלום של האומות המאוחדות United Nations people קטגוריה:האומות המאוחדות: אישים United Nations resolutions קטגוריה:החלטות האו"ם United Nations specialized agencies קטגוריה:ארגונים המסונפים לאו"ם United Nations templates קטגוריה:תבניות ניווט - האומות המאוחדות United Nations' International Day of Persons with Disabilities היום הבינלאומי לזכויות אנשים עם מוגבלות United Parcel Service United Parcel Service United Principalities הנסיכויות הרומניות המאוחדות United Religious Front החזית הדתית המאוחדת United Russia רוסיה המאוחדת United Space Alliance United Space Alliance United States ארצות הברית United States פורטל:ארצות הברית United States קטגוריה:ארצות הברית United States - Complete series ספר:ארצות הברית United States Agency for International Development הסוכנות האמריקנית לפיתוח בינלאומי United States Air Force חיל האוויר של ארצות הברית United States Air Force קטגוריה:חיל האוויר של ארצות הברית United States Air Force generals קטגוריה:גנרלים בחיל האוויר של ארצות הברית United States Air Force personnel קטגוריה:טייסי חיל האוויר של ארצות הברית United States Ambassador to the United Nations שגריר ארצות הברית באומות המאוחדות United States Armed Forces הכוחות המזוינים של ארצות הברית United States Army צבא ארצות הברית United States Army קטגוריה:צבא ארצות הברית United States Army Air Corps הגיס האווירי של צבא ארצות הברית United States Army Air Forces חילות האוויר של צבא ארצות הברית United States Army Air Forces קטגוריה:חילות האוויר של צבא ארצות הברית United States Army Air Forces generals קטגוריה:גנרלים בחילות האוויר של צבא ארצות הברית United States Army Air Forces personnel קטגוריה:קצינים וחוגרים בחילות האוויר של צבא ארצות הברית United States Army Air Forces pilots of World War II קטגוריה:טייסי חילות האוויר של צבא ארצות הברית במלחמת העולם השנייה United States Army Central הארמייה השלישית של ארצות הברית United States Army Chiefs of Staff קטגוריה:ראשי המטה של צבא ארצות הברית United States Army Medical Corps officers קטגוריה:רופאים בצבא ארצות הברית United States Army Rangers יחידת הריינג'רס של צבא ארצות הברית United States Army Rangers קטגוריה:הריינג'רס United States Army enlisted rank insignia דרגות הכוחות המזוינים של ארצות הברית United States Army generals קטגוריה:גנרלים בצבא ארצות הברית United States Army officer rank insignia דרגות הכוחות המזוינים של ארצות הברית United States Atomic Energy Commission הוועדה לאנרגיה אטומית של ארצות הברית United States Attorney General התובע הכללי של ארצות הברית United States Attorneys General קטגוריה:התובעים הכלליים של ארצות הברית United States Basketball League USBL United States Bill of Rights מגילת הזכויות של ארצות הברית United States Border Patrol משמר הגבול של ארצות הברית United States Bullion Depository פורט נוקס United States Bureau of Reclamation לשכת הטיוב של ארצות הברית United States Capitol הקפיטול United States Capitol קטגוריה:קומפלקס הקפיטול United States Capitol Complex קומפלקס הקפיטול של ארצות הברית United States Capitol Police משטרת הקפיטול של ארצות הברית United States Capitol shooting incident הירי בבית הנבחרים של ארצות הברית United States Census מפקד האוכלוסין של ארצות הברית United States Census Bureau לשכת מפקד האוכלוסין של ארצות הברית United States Coast Guard משמר החופים של ארצות הברית United States Code Title 11 Chapter 11 צ'פטר 11 United States Congress הקונגרס של ארצות הברית United States Constitution חוקת ארצות הברית United States Constitution קטגוריה:חוקת ארצות הברית United States Davis Cup team נבחרת גביע דייוויס של ארצות הברית United States Declaration of Independence הכרזת העצמאות של ארצות הברית United States Department of Agriculture מחלקת החקלאות של ארצות הברית United States Department of Commerce מחלקת המסחר של ארצות הברית United States Department of Commerce קטגוריה:מחלקת המסחר של ארצות הברית United States Department of Defense מחלקת ההגנה של ארצות הברית United States Department of Defense קטגוריה:מחלקת ההגנה של ארצות הברית United States Department of Education מחלקת החינוך של ארצות הברית United States Department of Education קטגוריה:מחלקת החינוך של ארצות הברית United States Department of Energy מחלקת האנרגיה של ארצות הברית United States Department of Energy קטגוריה:מחלקת האנרגיה של ארצות הברית United States Department of Health and Human Services מחלקת הבריאות ושירותי האנוש של ארצות הברית United States Department of Health and Human Services קטגוריה:מחלקת הבריאות ושירותי האנוש של ארצות הברית United States Department of Homeland Security המחלקה לביטחון המולדת של ארצות הברית United States Department of Homeland Security קטגוריה:המחלקה לביטחון המולדת של ארצות הברית United States Department of Housing and Urban Development מחלקת השיכון והפיתוח העירוני של ארצות הברית United States Department of Justice מחלקת המשפטים של ארצות הברית United States Department of Justice קטגוריה:מחלקת המשפטים של ארצות הברית United States Department of Labor מחלקת העבודה של ארצות הברית United States Department of State מחלקת המדינה של ארצות הברית United States Department of State קטגוריה:מחלקת המדינה של ארצות הברית United States Department of Transportation מחלקת התחבורה של ארצות הברית United States Department of Veterans Affairs המחלקה לענייני חיילים משוחררים של ארצות הברית United States Department of the Air Force מחלקת חיל האוויר של ארצות הברית United States Department of the Interior מחלקת הפנים של ארצות הברית United States Department of the Interior קטגוריה:מחלקת הפנים של ארצות הברית United States Department of the Navy מחלקת הצי של ארצות הברית United States Department of the Treasury מחלקת האוצר של ארצות הברית United States Environmental Protection Agency הסוכנות להגנת הסביבה United States Executive Cabinet members by presidential administration קטגוריה:חברי הקבינט של ארצות הברית לפי ממשל נשיאותי United States Fed Cup team נבחרת גביע הפדרציה של ארצות הברית United States Federal Witness Protection Program תוכנית להגנת עדים United States Fifth Fleet הצי החמישי של ארצות הברית United States Forest Service שירות היערות של ארצות הברית United States Geological Survey הסקר הגאולוגי של ארצות הברית United States Holocaust Memorial Museum מוזיאון ארצות הברית לזכר השואה United States House Select Committee on Assassinations ועדת בית הנבחרים בנוגע להתנקשויות United States House of Representatives בית הנבחרים של ארצות הברית United States House of Representatives קטגוריה:בית הנבחרים של ארצות הברית United States Intelligence Community קהילת המודיעין האמריקאית United States Marine Corps חיל הנחתים של ארצות הברית United States Marine Corps קטגוריה:חיל הנחתים של ארצות הברית United States Marine Corps Force Reconnaissance סיירת חיל הנחתים United States Marine Corps generals קטגוריה:גנרלים בחיל הנחתים של ארצות הברית United States Marshals Service שירות המרשלים של ארצות הברית United States Men Basketball Squad 1984 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 1984 United States Men Basketball Squad 1992 Summer Olympics תבנית:ה"דרים-טים 1" - נבחרת ארצות הברית 1992 United States Men Basketball Squad 1996 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 1996 United States Men Basketball Squad 2000 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 2000 United States Men Basketball Squad 2004 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 2004 United States Men Basketball Squad 2008 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 2008 United States Men Basketball Squad 2012 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל באולימפיאדת 2012 United States Military Academy האקדמיה הצבאית של ארצות הברית United States Military Academy קטגוריה:האקדמיה הצבאית של ארצות הברית United States Mint מטבעת ארצות הברית United States National Agricultural Library הספרייה הלאומית לחקלאות של ארצות הברית United States National Film Registry films קטגוריה:סרטים בשימור ספריית הקונגרס United States National Forest יער לאומי United States National Library of Medicine הספרייה הלאומית לרפואה של ארצות הברית United States National Security Advisors קטגוריה:היועצים לביטחון לאומי של ארצות הברית United States National Security Council המועצה לביטחון לאומי של ארצות הברית United States Naval Academy האקדמיה הימית של ארצות הברית United States Naval Aviators קטגוריה:טייסי צי ארצות הברית United States Navy צי ארצות הברית United States Navy קטגוריה:צי ארצות הברית United States Navy Marine Mammal Program תוכנית היונקים הימיים של צי ארצות הברית United States Navy Memorial אנדרטת צי ארצות הברית United States Navy SEALs אריות הים United States Navy SEALs קטגוריה:אריות הים United States Navy Strike Fighter Tactics Instructor program טופ גאן United States Navy in World War II קטגוריה:צי ארצות הברית במלחמת העולם השנייה United States Navy installations קטגוריה:בסיסי צי ארצות הברית United States Navy personnel קטגוריה:קצינים וחוגרים בצי ארצות הברית United States One Book Called Ulysses ארצות הברית נגד ספר בשם יוליסס United States Park Police משטרת הפארקים של ארצות הברית United States Poet Laureate משורר הקונגרס United States Revenue Cutter Service שירות ספינות המכס של ארצות הברית United States Secret Service השירות החשאי של ארצות הברית United States Secretaries of Agriculture קטגוריה:מזכירי החקלאות של ארצות הברית United States Secretaries of Commerce קטגוריה:מזכירי המסחר של ארצות הברית United States Secretaries of Defense קטגוריה:מזכירי ההגנה של ארצות הברית United States Secretaries of Education קטגוריה:מזכירי החינוך של ארצות הברית United States Secretaries of Energy קטגוריה:מזכירי האנרגיה של ארצות הברית United States Secretaries of Homeland Security קטגוריה:מזכירי ביטחון המולדת של ארצות הברית United States Secretaries of Housing and Urban Development קטגוריה:מזכירי השיכון והפיתוח העירוני של ארצות הברית United States Secretaries of Labor קטגוריה:מזכירי העבודה של ארצות הברית United States Secretaries of State קטגוריה:מזכירי המדינה של ארצות הברית United States Secretaries of Transportation קטגוריה:מזכירי התחבורה של ארצות הברית United States Secretaries of War קטגוריה:מזכירי המלחמה של ארצות הברית United States Secretaries of the Interior קטגוריה:מזכירי הפנים של ארצות הברית United States Secretaries of the Treasury קטגוריה:מזכירי האוצר של ארצות הברית United States Secretary of Commerce מזכיר המסחר של ארצות הברית United States Secretary of Defense מזכיר ההגנה של ארצות הברית United States Secretary of Education מזכיר החינוך של ארצות הברית United States Secretary of Energy מזכיר האנרגיה של ארצות הברית United States Secretary of Homeland Security מזכיר ביטחון המולדת של ארצות הברית United States Secretary of Labor מזכיר העבודה של ארצות הברית United States Secretary of State מזכיר המדינה של ארצות הברית United States Secretary of Veterans Affairs המזכיר לענייני חיילים משוחררים של ארצות הברית United States Secretary of the Air Force מזכיר חיל האוויר של ארצות הברית United States Secretary of the Army מזכיר הצבא של ארצות הברית United States Secretary of the Interior מזכיר הפנים של ארצות הברית United States Secretary of the Navy מזכיר הצי של ארצות הברית United States Secretary of the Treasury מזכיר האוצר של ארצות הברית United States Senate הסנאט של ארצות הברית United States Senate קטגוריה:הסנאט של ארצות הברית United States Senators קטגוריה:חברי הסנאט של ארצות הברית United States Senators from Alabama קטגוריה:חברי הסנאט של ארצות הברית מאלבמה United States Senators from Alaska קטגוריה:חברי הסנאט של ארצות הברית מאלסקה United States Senators from Arizona קטגוריה:חברי הסנאט של ארצות הברית מאריזונה United States Senators from Arkansas קטגוריה:חברי הסנאט של ארצות הברית מארקנסו United States Senators from California קטגוריה:חברי הסנאט של ארצות הברית מקליפורניה United States Senators from Colorado קטגוריה:חברי הסנאט של ארצות הברית מקולורדו United States Senators from Connecticut קטגוריה:חברי הסנאט של ארצות הברית מקונטיקט United States Senators from Delaware קטגוריה:חברי הסנאט של ארצות הברית מדלאוור United States Senators from Florida קטגוריה:חברי הסנאט של ארצות הברית מפלורידה United States Senators from Georgia קטגוריה:חברי הסנאט של ארצות הברית מג'ורג'יה United States Senators from Hawaii קטגוריה:חברי הסנאט של ארצות הברית מהוואי United States Senators from Illinois קטגוריה:חברי הסנאט של ארצות הברית מאילינוי United States Senators from Indiana קטגוריה:חברי הסנאט של ארצות הברית מאינדיאנה United States Senators from Iowa קטגוריה:חברי הסנאט של ארצות הברית מאיווה United States Senators from Kansas קטגוריה:חברי הסנאט של ארצות הברית מקנזס United States Senators from Kentucky קטגוריה:חברי הסנאט של ארצות הברית מקנטקי United States Senators from Louisiana קטגוריה:חברי הסנאט של ארצות הברית מלואיזיאנה United States Senators from Maine קטגוריה:חברי הסנאט של ארצות הברית ממיין United States Senators from Maryland קטגוריה:חברי הסנאט של ארצות הברית ממרילנד United States Senators from Massachusetts קטגוריה:חברי הסנאט של ארצות הברית ממסצ'וסטס United States Senators from Michigan קטגוריה:חברי הסנאט של ארצות הברית ממישיגן United States Senators from Minnesota קטגוריה:חברי הסנאט של ארצות הברית ממינסוטה United States Senators from Mississippi קטגוריה:חברי הסנאט של ארצות הברית ממיסיסיפי United States Senators from Missouri קטגוריה:חברי הסנאט של ארצות הברית ממיזורי United States Senators from Montana קטגוריה:חברי הסנאט של ארצות הברית ממונטנה United States Senators from Nebraska קטגוריה:חברי הסנאט של ארצות הברית מנברסקה United States Senators from Nevada קטגוריה:חברי הסנאט של ארצות הברית מנבדה United States Senators from New Hampshire קטגוריה:חברי הסנאט של ארצות הברית מניו המפשייר United States Senators from New Jersey קטגוריה:חברי הסנאט של ארצות הברית מניו ג'רזי United States Senators from New Mexico קטגוריה:חברי הסנאט של ארצות הברית מניו מקסיקו United States Senators from New York קטגוריה:חברי הסנאט של ארצות הברית מניו יורק United States Senators from North Carolina קטגוריה:חברי הסנאט של ארצות הברית מקרוליינה הצפונית United States Senators from North Dakota קטגוריה:חברי הסנאט של ארצות הברית מדקוטה הצפונית United States Senators from Ohio קטגוריה:חברי הסנאט של ארצות הברית מאוהיו United States Senators from Oklahoma קטגוריה:חברי הסנאט של ארצות הברית מאוקלהומה United States Senators from Oregon קטגוריה:חברי הסנאט של ארצות הברית מאורגון United States Senators from Pennsylvania קטגוריה:חברי הסנאט של ארצות הברית מפנסילבניה United States Senators from South Carolina קטגוריה:חברי הסנאט של ארצות הברית מקרוליינה הדרומית United States Senators from South Dakota קטגוריה:חברי הסנאט של ארצות הברית מדקוטה הדרומית United States Senators from Tennessee קטגוריה:חברי הסנאט של ארצות הברית מטנסי United States Senators from Texas קטגוריה:חברי הסנאט של ארצות הברית מטקסס United States Senators from Vermont קטגוריה:חברי הסנאט של ארצות הברית מוורמונט United States Senators from Virginia קטגוריה:חברי הסנאט של ארצות הברית מווירג'יניה United States Senators from Washington קטגוריה:חברי הסנאט של ארצות הברית מוושינגטון United States Senators from West Virginia קטגוריה:חברי הסנאט של ארצות הברית מווירג'יניה המערבית United States Senators from Wisconsin קטגוריה:חברי הסנאט של ארצות הברית מוויסקונסין United States Senators from Wyoming קטגוריה:חברי הסנאט של ארצות הברית מוויומינג United States Sixth Fleet הצי השישי של ארצות הברית United States Soccer Federation פדרציית הכדורגל של ארצות הברית United States Special Operations Command פיקוד המבצעים המיוחדים United States Squad 2010 FIBA World Championship תבנית:נבחרת ארצות הברית באליפות העולם בכדורסל 2010 United States Squad 2014 FIBA Basketball World Cup תבנית:נבחרת ארצות הברית בגביע העולם בכדורסל 2014 United States Strategic Command הפיקוד האסטרטגי של ארצות הברית United States Supreme Court cases קטגוריה:בית המשפט העליון של ארצות הברית: פסקי דין United States Supreme Court justices קטגוריה:שופטי בית המשפט העליון של ארצות הברית United States Virgin Islands איי הבתולה של ארצות הברית United States Virgin Islands קטגוריה:איי הבתולה של ארצות הברית United States Virgin Islands תבנית:איי הבתולה של ארצות הברית United States Virgin Islands national soccer team נבחרת איי הבתולה של ארצות הברית בכדורגל United States Women Basketball Squad 2008 Summer Olympics תבנית:נבחרת ארצות הברית בכדורסל נשים באולימפיאדת 2008 United States airliners קטגוריה:מטוסי נוסעים אמריקאים United States at the Olympics ארצות הברית במשחקים האולימפיים United States at the Olympics קטגוריה:ארצות הברית במשחקים האולימפיים United States at the Olympics תבנית:ארצות הברית במשחקים האולימפיים United States at the Paralympics ארצות הברית במשחקים הפאראלימפיים United States bomber aircraft קטגוריה:מפציצים אמריקניים United States case law קטגוריה:ארצות הברית: פסקי דין United States diplomatic cables leak פרשת קייבלגייט United States dollar דולר אמריקני United States experimental aircraft קטגוריה:מטוסים נסיוניים אמריקניים United States federal executive departments קטגוריה:משרדי ממשל ארצות הברית United States federal executive departments תבנית:מחלקות הממשל של ארצות הברית United States federal judges קטגוריה:שופטי בתי המשפט הפדרליים של ארצות הברית United States fiscal cliff הצוק הפיסקלי United States government images קטגוריה:ויקיפדיה - תמונות פדרליות United States government officials קטגוריה:פקידי ממשל בארצות הברית United States in World War I ארצות הברית במלחמת העולם הראשונה United States in World War I קטגוריה:ארצות הברית במלחמת העולם הראשונה United States in World War II קטגוריה:ארצות הברית במלחמת העולם השנייה United States infobox templates קטגוריה:תבניות פרמטריות - ארצות הברית United States intelligence agencies קטגוריה:קהילת המודיעין האמריקאית United States intelligence agencies תבנית:ארגוני ביון בארצות הברית United States invasion of Panama הפלישה האמריקאית לפנמה United States law קטגוריה:ארצות הברית: חוק ומשפט United States legislation קטגוריה:ארצות הברית: חוקים פדרליים United States location map templates קטגוריה:תבניות מיפוי לפי מדינות: ארצות הברית United States men's international soccer players קטגוריה:כדורגלני נבחרת ארצות הברית United States men's national basketball team נבחרת ארצות הברית בכדורסל United States men's national basketball team coaches קטגוריה:מאמני נבחרת ארצות הברית בכדורסל United States men's national basketball team players קטגוריה:כדורסלני נבחרת ארצות הברית United States men's national soccer team נבחרת ארצות הברית בכדורגל United States men's national soccer team managers קטגוריה:מאמני נבחרת ארצות הברית בכדורגל United States military aircraft קטגוריה:מטוסי קרב אמריקאיים United States military chocolate השוקולד של צבא ארצות הברית United States military governors קטגוריה:מושלים צבאיים של ארצות הברית United States military personnel of the American Revolution קטגוריה:אנשי צבא אמריקאים במלחמת העצמאות של ארצות הברית United States military reconnaissance aircraft קטגוריה:מטוסי ריגול אמריקאיים United States military transport aircraft קטגוריה:מטוסי תובלה אמריקניים United States national basketball team templates קטגוריה:סגלי נבחרת ארצות הברית בכדורסל United States national soccer team navigational boxes קטגוריה:סגלי נבחרת ארצות הברית בכדורגל United States national team נבחרת ארצות הברית United States nationality law חוקי האזרחות United States naval aviation קטגוריה:תעופה בצי ארצות הברית United States navigational boxes קטגוריה:תבניות ניווט - ארצות הברית United States of Africa ארצות הברית של אפריקה United States of Colombia ארצות הברית של קולומביה United States of Tara טרה United States of the Ionian Islands ארצות הברית של האיים היוניים United States presidential candidates by party קטגוריה:מועמדים לנשיאות ארצות הברית לפי מפלגה United States presidential candidates by year קטגוריה:מועמדים לנשיאות ארצות הברית לפי שנה United States presidential election הבחירות לנשיאות ארצות הברית United States presidential election debates עימות בחירות United States presidential elections תבנית:בחירות ארצות הברית United States presidential line of succession סדר הירושה של נשיא ארצות הברית United States presidential primaries קטגוריה:הבחירות המקדימות לנשיאות ארצות הברית United States presidential primary הבחירות המקדימות לנשיאות ארצות הברית United States presidential speeches קטגוריה:נאומי נשיאי ארצות הברית United States squad 1991 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 1991 United States squad 1993 Copa América תבנית:נבחרת ארצות הברית בקופה אמריקה 1993 United States squad 1994 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 1994 United States squad 1995 Copa América תבנית:נבחרת ארצות הברית בקופה אמריקה 1995 United States squad 1995 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 1995 United States squad 1998 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 1998 United States squad 1999 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 1999 United States squad 2002 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 2002 United States squad 2003 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 2003 United States squad 2006 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 2006 United States squad 2007 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 2007 United States squad 2010 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 2010 United States squad 2011 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 2011 United States squad 2014 FIFA World Cup תבנית:נבחרת ארצות הברית במונדיאל 2014 United States squad 2015 FIFA Women's World Cup תבנית:נבחרת ארצות הברית בכדורגל נשים במונדיאל 2015 United States squad Copa América Centenario תבנית:נבחרת ארצות הברית בקופה אמריקה 2016 United States state flags קטגוריה:מדינות ארצות הברית: דגלים United States state seals קטגוריה:מדינות ארצות הברית: חותמים United States stubs קטגוריה:קצרמר ארצות הברית United States symbols by state קטגוריה:מדינות ארצות הברית: סמלים United States templates by state קטגוריה:תבניות ניווט - ארצות הברית: מדינות United States women's national basketball team נבחרת ארצות הברית בכדורסל נשים United States women's national soccer team נבחרת ארצות הברית בכדורגל נשים United States/Selected picture פורטל:ארצות הברית/תמונה נבחרת/גלריה United Synagogue ק"ק כנסת ישראל United Team of Germany המשלחת הכלל-גרמנית United Technologies יונייטד טכנולוג'יס United Torah Judaism יהדות התורה United World Colleges United World Colleges Units of angle קטגוריה:יחידות מידה: זווית Units of area קטגוריה:יחידות מידה: שטח Units of energy יחידות מידה לאנרגיה Units of energy קטגוריה:יחידות מידה: אנרגיה Units of force קטגוריה:יחידות מידה: כוח Units of force תבנית:יחידות כוח Units of information קטגוריה:יחידות נתונים Units of length קטגוריה:יחידות מידה: אורך Units of mass קטגוריה:יחידות מידה: מסה Units of measurement יחידת מידה Units of measurement קטגוריה:יחידות מידה Units of measurement in astronomy קטגוריה:מידות אסטרונומיות Units of pressure קטגוריה:יחידות מידה: לחץ Units of temperature קטגוריה:יחידות מידה: טמפרטורה Units of time קטגוריה:יחידות זמן Units of velocity קטגוריה:יחידות מידה: מהירות Units of volume קטגוריה:יחידות מידה: נפח Unity Unity Unity יוניטי Unity Mitford יוניטי מיטפורד Unity Party מפלגת האיחוד Unity State מדינת האיחוד Unité d'habitation יחידת מגורים Univalent function פונקציה אוניוולנטית Universal אוניברסל Universal Carrier זחלילית אוניברסלית Universal Coded Character Set ISO 10646 Universal Decimal Classification שיטת UDC Universal Declaration of Human Rights ההכרזה לכל באי עולם בדבר זכויות האדם Universal Design for Learning עקרונות עיצוב אוניברסליים ללמידה Universal Esperanto Association אגודת האספרנטו העולמית Universal House of Justice בית הצדק העולמי Universal Life משתמש:Universal Life Universal Media Disc UMD Universal Monsters מפלצות יוניברסל Universal Music Group יוניברסל מיוזיק גרופ Universal Orlando אתר הנופש יוניברסל אורלנדו Universal Pictures films קטגוריה:סרטי אולפני יוניברסל Universal Postal Union איגוד הדואר העולמי Universal Studios סרטי יוניברסל Universal Studios קטגוריה:אולפני יוניברסל Universal Studios Florida אולפני יוניברסל פלורידה Universal Time זמן אוניברסלי Universal Transverse Mercator coordinate system רשת UTM Universal White Brotherhood האחווה הלבנה האוניברסלית Universal algebra אלגברה אוניברסלית Universal asynchronous receiver/transmitter UART Universal design עיצוב אוניברסלי Universal grammar דקדוק אוניברסלי Universal identifiers קטגוריה:קוד מזהה בינלאומי Universal joint מפרק אוניברסלי Universal parabolic constant קבוע הפרבולה האוניברסלי Universal property אוניברסליות Universal suffrage זכות בחירה אוניברסלית Universal translator מתרגם אוניברסלי Universe היקום Universe יקום Universe ספר:היקום Universe Championships אליפות היקום Universe Today Universe Today Universe of Energy עולם האנרגיה Universiade אוניברסיאדה Universiade קטגוריה:אוניברסיאדה Universidad de Chile footballers קטגוריה:כדורגלני אוניברסידד דה צ'ילה Universidad de 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אוניברסיטאות ומכללות Universities in Slovakia קטגוריה:סלובקיה: אוניברסיטאות ומכללות Universities in Sweden קטגוריה:שוודיה: אוניברסיטאות ומכללות Universities in Switzerland קטגוריה:שווייץ: אוניברסיטאות ומכללות Universities in Syria קטגוריה:סוריה: אוניברסיטאות ומכללות Universities in Tunisia קטגוריה:תוניסיה: אוניברסיטאות ומכללות Universities in the Czech Republic קטגוריה:צ'כיה: אוניברסיטאות ומכללות Universities in the Netherlands קטגוריה:הולנד: אוניברסיטאות ומכללות Universities in the United Kingdom קטגוריה:בריטניה: אוניברסיטאות ומכללות University אוניברסיטה University City of Caracas קריית האוניברסיטה של קראקס University College יוניברסיטי קולג' University College London הקולג' האוניברסיטאי של לונדון University College Maastricht הקולג' האוניברסיטאי מאסטריכט University College Utrecht הקולג' האוניברסיטאי אוטרכט University Medical Center Utrecht המרכז הרפואי האוניברסיטאי אוטרכט University Physics סירס-זימנסקי University and college presidents קטגוריה:נשיאי אוניברסיטאות ומכללות University and college rankings קטגוריה:דירוג מוסדות להשכלה גבוהה University for Foreigners Perugia אוניברסיטת פרוג'ה לזרים University for Peace אוניברסיטה למען השלום University of Aberdeen אוניברסיטת אברדין University of Adelaide אוניברסיטת אדלייד University of Al Quaraouiyine אוניברסיטת אל-קרוויין University of Alabama אוניברסיטת אלבמה University of Aleppo קטגוריה:חלב: אוניברסיטאות ומכללות University of Amsterdam אוניברסיטת אמסטרדם University of Amsterdam faculty קטגוריה:סגל אוניברסיטת אמסטרדם University of Arizona אוניברסיטת אריזונה University of Arizona קטגוריה:אוניברסיטת אריזונה University of Arizona faculty קטגוריה:סגל אוניברסיטת אריזונה University of Auckland אוניברסיטת אוקלנד University of Baghdad אוניברסיטת בגדאד University of Bahr El-Ghazal אוניברסיטת בחר אל-ע'זאל University of Basel אוניברסיטת בזל University of Belgrade אוניברסיטת בלגרד University of Bern אוניברסיטת ברן University of Bologna אוניברסיטת בולוניה University of Bonn אוניברסיטת בון University of Bonn faculty קטגוריה:סגל אוניברסיטת בון University of Bristol אוניברסיטת בריסטול University of Bucharest אוניברסיטת בוקרשט University of Bucharest faculty קטגוריה:סגל אוניברסיטת בוקרשט University of Buenos Aires אוניברסיטת בואנוס איירס University of Buenos Aires alumni קטגוריה:בוגרי אוניברסיטת בואנוס איירס University of California אוניברסיטת קליפורניה University of Cambridge אוניברסיטת קיימברידג' University of Cambridge קטגוריה:אוניברסיטת קיימברידג' University of Central Florida faculty קטגוריה:סגל אוניברסיטת מרכז פלורידה University of Chicago אוניברסיטת שיקגו University of Chicago קטגוריה:אוניברסיטת שיקגו University of Chicago Oriental Institute המכון האוריינטלי של אוניברסיטת שיקגו University of Chicago faculty קטגוריה:סגל אוניברסיטת שיקגו University of Coimbra אוניברסיטת קוימברה University of Cologne אוניברסיטת קלן University of Cologne faculty קטגוריה:סגל אוניברסיטת קלן University of Colorado Boulder אוניברסיטת קולורדו University of Connecticut אוניברסיטת קונטיקט University of Connecticut קטגוריה:אוניברסיטת קונטיקט University of Connecticut faculty קטגוריה:סגל אוניברסיטת קונטיקט University of Copenhagen אוניברסיטת קופנהגן University of Cyprus אוניברסיטת קפריסין University of Debrecen אוניברסיטת דברצן University of Edinburgh אוניברסיטת אדינבורו University of Exeter אוניברסיטת אקסטר University of Ez-Zitouna אוניברסיטת אז-זיתונה University of Ferrara אוניברסיטת פרארה University of Florence אוניברסיטת פירנצה University of Florida אוניברסיטת פלורידה University of Florida קטגוריה:אוניברסיטת פלורידה University of Florida faculty קטגוריה:סגל אוניברסיטת פלורידה University of Freiburg אוניברסיטת פרייבורג University of Freiburg faculty קטגוריה:סגל אוניברסיטת פרייבורג University of Gastronomic Sciences האוניברסיטה למדעי הגסטרונומיה University of Göttingen אוניברסיטת גטינגן University of Göttingen faculty קטגוריה:סגל אוניברסיטת גטינגן University of Haifa אוניברסיטת חיפה University of Haifa קטגוריה:אוניברסיטת חיפה University of Haifa Younes and Soraya Nazarian Library אוניברסיטת חיפה ספריית יונס וסוראיה נזריאן University of Haifa faculty קטגוריה:סגל אוניברסיטת חיפה University of Hamburg אוניברסיטת המבורג University of Hawaii אוניברסיטת הוואי University of Helsinki אוניברסיטת הלסינקי University of Hong Kong אוניברסיטת הונג קונג University of Iceland אוניברסיטת איסלנד University of Illinois at Urbana-Champaign Research Park פארק המחקר של אוניברסיטת אילינוי University of Illinois at Urbana–Champaign אוניברסיטת אילינוי באורבנה-שמפיין University of Illinois at Urbana–Champaign faculty קטגוריה:סגל אוניברסיטת אילינוי באורבנה-שמפיין University of Innsbruck faculty קטגוריה:סגל אוניברסיטת אינסברוק University of Iowa אוניברסיטת איווה University of Iowa faculty קטגוריה:סגל אוניברסיטת איווה University of Jena אוניברסיטת פרידריך שילר University of Jena faculty קטגוריה:סגל אוניברסיטת ינה University of Jordan אוניברסיטת ירדן University of Juba האוניברסיטה הלאומית של ג'ובה University of Kansas אוניברסיטת קנזס University of Kansas faculty קטגוריה:סגל אוניברסיטת קנזס University of Kentucky אוניברסיטת קנטקי University of Kiel אוניברסיטת קיל University of Kiel faculty קטגוריה:סגל אוניברסיטת קיל University of Königsberg faculty קטגוריה:סגל אוניברסיטת קניגסברג University of Latvia אוניברסיטת לטביה University of Lausanne אוניברסיטת לוזאן University of Leicester אוניברסיטת לסטר University of Liverpool אוניברסיטת ליברפול University of London אוניברסיטת לונדון University of London Birkbeck אוניברסיטת לונדון בירקבק University of Lorraine אוניברסיטת לורן University of Louisville אוניברסיטת לואיוויל University of Macerata אוניברסיטת מצ'רטה University of Malta אוניברסיטת מלטה University of Manchester אוניברסיטת מנצ'סטר University of Marburg faculty קטגוריה:סגל אוניברסיטת מרבורג University of Maryland Honors College אוניברסיטת מרילנד University of Massachusetts אוניברסיטת מסצ'וסטס University of Miami אוניברסיטת מיאמי University of Michigan אוניברסיטת מישיגן University of Michigan faculty קטגוריה:סגל אוניברסיטת מישיגן University of Minnesota אוניברסיטת מינסוטה University of Minnesota קטגוריה:אוניברסיטת מינסוטה University of Minnesota faculty קטגוריה:סגל אוניברסיטת מינסוטה University of Missouri אוניברסיטת מיזורי University of Music and Theatre Leipzig בית הספר הגבוה למוזיקה ולתיאטרון בלייפציג University of Music and Theatre Leipzig faculty קטגוריה:סגל בית הספר הגבוה למוזיקה ולתיאטרון "פליקס מנדלסון-ברתולדי" University of Münster אוניברסיטת מינסטר University of Naples Federico II אוניברסיטת נאפולי פדריקו השני University of Nicosia אוניברסיטת ניקוסיה University of North Carolina אוניברסיטת קרוליינה הצפונית University of North Carolina at Chapel Hill אוניברסיטת קרוליינה הצפונית בצ'אפל היל University of Northern Bahr El-Ghazal אוניברסיטת צפון בחר אל-ע'זאל University of Notre Dame אוניברסיטת נוטרדאם University of Notre Dame faculty קטגוריה:סגל אוניברסיטת נוטרה דאם University of Oregon אוניברסיטת אורגון University of Oslo אוניברסיטת אוסלו University of Otago אוניברסיטת אוטגו University of Oxford אוניברסיטת אוקספורד University of Oxford קטגוריה:אוניברסיטת אוקספורד University of Padua אוניברסיטת פדובה University of Paris סורבון University of Paris faculty קטגוריה:סגל אוניברסיטת פריז University of Pavia אוניברסיטת פאביה University of Pennsylvania אוניברסיטת פנסילבניה University of Pennsylvania קטגוריה:אוניברסיטת פנסילבניה University of Pennsylvania Museum of Archaeology and Anthropology המוזיאון לארכאולוגיה ואנתרופולוגיה של אוניברסיטת פנסילבניה University of Pennsylvania faculty קטגוריה:סגל אוניברסיטת פנסילבניה University of Pisa אוניברסיטת פיזה University of Pittsburgh אוניברסיטת פיטסבורג University of Pittsburgh קטגוריה:אוניברסיטת פיטסבורג University of Pittsburgh faculty קטגוריה:סגל אוניברסיטת פיטסבורג University of Poitiers אוניברסיטת פואטייה University of Potsdam אוניברסיטת פוטסדאם University of Queensland אוניברסיטת קווינסלנד University of Rome Tor Vergata אוניברסיטת תור ורגטה של רומא University of Rostock אוניברסיטת רוסטוק University of Salamanca אוניברסיטת סלמנקה University of Salento אוניברסיטת סלנטו University of Siena אוניברסיטת סיינה University of Southern California אוניברסיטת דרום קליפורניה University of Southern California faculty קטגוריה:סגל אוניברסיטת דרום קליפורניה University of St Andrews אוניברסיטת סנט אנדרוז University of Strasbourg faculty קטגוריה:סגל אוניברסיטת שטרסבורג University of Sydney אוניברסיטת סידני University of Szeged אוניברסיטת סגד University of São Paulo אוניברסיטת סאו פאולו University of Tampere אוניברסיטת טמפרה University of Tartu אוניברסיטת טרטו University of Tehran אוניברסיטת טהראן University of Tennessee אוניברסיטת טנסי University of Texas MD Anderson Cancer Center המרכז לסרטן ע"ש מ' ד' אנדרסון באוניברסיטת טקסס University of Texas at Austin אוניברסיטת טקסס באוסטין University of Texas at Austin קטגוריה:אוניברסיטת טקסס באוסטין University of Texas at Austin faculty קטגוריה:סגל אוניברסיטת טקסס באוסטין University of Texas faculty קטגוריה:סגל אוניברסיטת טקסס University of Tokyo אוניברסיטת טוקיו University of Toronto אוניברסיטת טורונטו University of Toronto faculty קטגוריה:סגל אוניברסיטת טורונטו University of Toulouse אוניברסיטת טולוז University of Turku אוניברסיטת טורקו University of Tübingen אוניברסיטת טיבינגן University of Tübingen faculty קטגוריה:סגל אוניברסיטת טיבינגן University of Vienna אוניברסיטת וינה University of Vienna faculty קטגוריה:סגל אוניברסיטת וינה University of Virginia אוניברסיטת וירג'יניה University of Virginia faculty קטגוריה:סגל אוניברסיטת וירג'יניה University of Warsaw אוניברסיטת ורשה University of Washington אוניברסיטת וושינגטון University of Washington faculty קטגוריה:סגל אוניברסיטת וושינגטון University of Waterloo אוניברסיטת ווטרלו University of Wisconsin–Madison אוניברסיטת ויסקונסין-מדיסון University of Wisconsin–Madison קטגוריה:אוניברסיטת ויסקונסין-מדיסון University of Wisconsin–Madison faculty קטגוריה:סגל אוניברסיטת ויסקונסין-מדיסון University of Wrocław faculty קטגוריה:סגל אוניברסיטת ורוצלב University of Würzburg אוניברסיטת וירצבורג University of Würzburg קטגוריה:אוניברסיטת וירצבורג University of Würzburg faculty קטגוריה:סגל אוניברסיטת וירצבורג University of York אוניברסיטת יורק University of Zurich אוניברסיטת ציריך University of Zurich faculty קטגוריה:סגל אוניברסיטת ציריך University of the People אוניברסיטת ההמונים University of the West Indies אוניברסיטת איי הודו המערבית University of the West of England אוניברסיטת מערב אנגליה University organizations קטגוריה:ארגונים אקדמאיים University presses קטגוריה:הוצאות ספרים אוניברסיטאיות Università Cattolica del Sacro Cuore האוניברסיטה הקתולית של הלב הקדוש Université Laval אוניברסיטת לאוול Université Lille Nord de France faculty קטגוריה:סגל אוניברסיטת ליל צפון צרפת Université de Montréal אוניברסיטת מונטריאול Université libre de Bruxelles האוניברסיטה החופשית של בריסל Universum Film AG UFA Unix Unix Unix ספר:יוניקס Unix קטגוריה:יוניקס Unix commands תבנית:פקודות יוניקס Unix time זמן יוניקס Unix variants קטגוריה:מערכות הפעלה דמויות יוניקס Unix-like מערכת הפעלה דמוית יוניקס União de Leiria.png קובץ:Uniao de Leiria.png Unión de Santa Fe אוניון Unión de Santa Fe footballers קטגוריה:כדורגלני אוניון Unjust enrichment עשיית עושר ולא במשפט Unkei אונקיי Unknown זהות לא ידועה Unknown Soldier Memorial אנדרטת החייל האלמוני Unlawful combatant לוחם בלתי חוקי Unleashed אנלישד Unlicensed assistive personnel סניטר Unmanned aerial vehicle כלי טיס בלתי מאויש Unmanned aerial vehicles קטגוריה:כלי טיס בלתי מאוישים Unmanned aerial vehicles of Iran קטגוריה:כלי טיס בלתי מאוישים איראנים Unmanned aerial vehicles of Israel קטגוריה:כלי טיס בלתי מאוישים ישראליים Unmanned aerial vehicles of the United States קטגוריה:כלי טיס בלתי מאוישים אמריקניים Unmanned spacecraft חללית לא-מאוישת Unmanned surface vehicle כלי שיט בלתי מאויש Unmanned surface vehicles קטגוריה:כלי שיט בלתי מאוישים Unmanned vehicles קטגוריה:כלי רכב בלתי מאוישים Unofficial mottos of Poland המוטואים הלא-רשמיים של פולין Unorthodox Jukebox Unorthodox Jukebox Unparliamentary language התבטאות בלתי פרלמנטרית Unplugged The Corrs Unplugged Unplugged Unplugged Unreal Unreal Unreal קטגוריה:Unreal Unreal Engine Unreal Engine Unreal II: The Awakening Unreal 2: The Awakening Unreal Tournament Unreal Tournament Unreal Tournament 2004 Unreal Tournament 2004 Unreal Tournament 3 Unreal Tournament 3 Unrecognized Bedouin villages in Israel כפר בלתי מוכר Unreferenced תבנית:אין מקורות Unrequited love אהבה נכזבת Unschooling חינוך חופשי Unscrupulous diner's dilemma דילמת הסועדים Unsere Besten Unsere Besten Unshine Unshine Unsigned תבנית:שכח לחתום Unsigned IP תבנית:אלמ Unsolved crimes קטגוריה:פשעים לא מפוענחים Unsolved murders קטגוריה:מקרי רצח בלתי מפוענחים Unsolved murders in the United Kingdom קטגוריה:בריטניה: מקרי רצח בלתי מפוענחים Unsolved murders in the United States קטגוריה:ארצות הברית: מקרי רצח בלתי מפוענחים Unsolved problems in computer science קטגוריה:בעיות פתוחות במדעי המחשב Unsolved problems in mathematics קטגוריה:בעיות פתוחות במתמטיקה Unsolved problems in physics קטגוריה:בעיות פתוחות בפיזיקה Unst אונסט Unstable angina תעוקת לב לא יציבה Unstoppable לא ניתנת לעצירה Unstoppable Momentum Unstoppable Momentum Unstriped ground squirrel סנאי קרקע חלק Unsuccessful Eurovision Song Contest applicants מדינות שלא משתתפות באירוויזיון Untamed Heart לב אוהב Untash-Napirisha אונטאש-נאפירישה Unter den Linden אונטר דן לינדן Unteraargletscher אונטראר Unterlander Jews יהדות אונטרלנד Untermensch תת-אדם Unterwalden אונטרוולדן Until the End of Time Until the End of Time Untouchable number מספר נגיע Untouchables Untouchables Untraceable ללא עקבות Untranslated region אזור לא מתורגם Unua Libro Unua Libro Ununennium אונונניום Ununoctium אונונאוקטיום Ununpentium אונונפנטיום Ununseptium אונונספטיום Ununtrium אונונטריום Unusual You Circus Unusual abilities מחזור כישור הזמן - מושגים Unusual vs. unusual Unusual vs. unusual Up UP Up Up Up למעלה Up All Night Up All Night Up All Night ערים כל הלילה Up Series סדרת אפ Up in the Air תלוי באוויר Up quark קווארק למעלה Up the Downstair Up the Downstair Up the Khyber Up The Khyber Up the Walls of the World על חומות העולם Up to עד כדי Upanishads אופנישדות Upcoming films קטגוריה:מוצרים עתידיים: סרטים Upcoming products קטגוריה:מוצרים עתידיים Update תבנית:לעדכן Upload העלאה Upload/Flickr ויקיפדיה:רישוי תמונות/פליקר Upolu אופולו Upper Abkhazia אבחזיה עילית Upper Austria אוסטריה עילית Upper Austria קטגוריה:אוסטריה עילית Upper Austria תבנית:מחוזות אוסטריה עילית Upper East Side אפר איסט סייד Upper Egypt מצרים העליונה Upper Franconia פרנקוניה עילית Upper Galilee הגליל העליון Upper Galilee Regional Council מועצה אזורית הגליל העליון Upper Galilee Regional Council קטגוריה:מועצה אזורית הגליל העליון Upper Galilee Regional Council תבנית:מועצה אזורית הגליל העליון Upper Grindelwald Glacier גרינדלוולד העליון Upper Matecumbe Key קי מטקומבה העליון Upper Mesopotamia ג'זירה Upper New York Bay מפרץ ניו יורק העליון Upper Nile הנילוס העליון Upper Nile מדינת הנילוס העליון Upper Nile University אוניברסיטת הנילוס העליון Upper Normandy נורמנדי עילית Upper Normandy קטגוריה:נורמנדי עילית Upper Paleolithic קטגוריה:התקופה הפלאוליתית העליונה Upper Saxon German סכסונית עילית Upper West Side אפר וסט סייד Upper and lower bounds חסם Upper gastrointestinal bleeding דימום מדרכי העיכול העליונות Upper house בית עליון Upper limb anatomy קטגוריה:גפיים עליונות Uppland אופלנד Uppsala אופסלה Uppsala Cathedral קתדרלת אופסלה Uppsala University אוניברסיטת אופסלה Uppsala model מודל אופסלה Uprising התקוממות Uprising of 1953 in East Germany המרד המזרח-גרמני Upsala Glacier קרחון אופסלה Upsherin חלאקה Upsilon אופסילון Upsilon meson אופסילון Upstart Upstart Upstate New York אפסטייט ניו יורק Uptime Uptime Upton Sinclair אפטון סינקלר Upwelling עליית מי העומק Upyna אופינה Uqba ibn Nafi עוקבה בן נאפע Ur אור Ur קטגוריה:אור Ur Kaśdim אור כשדים Ur-Nammu אור-נמו Uracil אורציל Ural אורל Ural Automotive Plant אוראל Ural Federal District המחוז הפדרלי של אורל Ural Mountains הרי אורל Ural River אורל Ural economic region המחוז הכלכלי של אורל Uralic Phonetic Alphabet האלפבית הפונטי האוראלי Uralic languages קטגוריה:שפות אוראליות Uralic languages שפות אוראליות Urals oil Urals Uralvagonzavod מפעל הקרונות של אוראל Ural–Altaic languages שפות אוראלו-אלטאיות Urania אוראניה Uranium אורניום Uranium קטגוריה:אורניום Uranium hexafluoride אורניום שש פלואורי Uranium mining and the Navajo people ילידי נאוואחו וכריית אורניום Uranium-235 אורניום-235 Uranium-thorium dating אורניום-תוריום Uranometria אורנומטריה Uranoscopus אצטגנון Uranus אורנוס Uranus קטגוריה:אורנוס Urartu אוררטו Urawa Red Diamonds players קטגוריה:כדורגלני אוראווה רד דיאמונדס Urbach אורבך Urbain Le Verrier אורבן לה-ורייה Urban עירוני Urban Dictionary Urban Dictionary Urban Land Institute המכון לקרקע עירונית Urban Legend אגדה עירונית Urban Legends: Bloody Mary אגדה עירונית 3 Urban Legends: Final Cut אגדה עירונית 2 Urban Terror Urban Terror Urban agriculture חקלאות עירונית Urban decay בליה עירונית Urban design עיצוב עירוני Urban design קטגוריה:עיצוב עירוני Urban economics כלכלה עירונית Urban geography גאוגרפיה עירונית Urban geography קטגוריה:גאוגרפיה עירונית Urban heat island אי חום עירוני Urban kibbutz קיבוץ עירוני Urban legend אגדה אורבנית Urban legends קטגוריה:אגדות אורבניות Urban of Langres אורבנוס מלאנגר Urban planner מתכנן ערים ואזורים Urban planners קטגוריה:מתכנני ערים Urban planning תכנון ערים ואזורים Urban public parks קטגוריה:גנים ופארקים עירוניים Urban public parks and gardens in Hong Kong קטגוריה:הונג קונג: פארקים וגנים Urban renewal התחדשות עירונית Urban sprawl פרוור Urban structure מבנה אורבני Urban studies and planning קטגוריה:תכנון עירוני Urban warfare לוחמה בשטח בנוי Urbanism אורבניזם Urbanization עיור Urbano Ortega אורבנו אורטגה Urbino אורבינו Urbino קטגוריה:אורבינו Urby Emanuelson אורבי אמנואלסון Urdu אורדו Ure יור Urea שתנן Urea breath test תבחין נשיפה Urea cycle מעגל האוריאה Urease אוראז Ureki אורקי Uremia אורמיה Ureter שופכן Urethra שופכה Urethritis דלקת השופכה Urfahr-Umgebung District אורפאר Urfalim אורפלים Urho Kekkonen אורהו קקונן Uri אורי Uri Adelman אורי אדלמן Uri Alon אורי אלון Uri Altdorf אלטדורף Uri Amit אורי עמית Uri Ariel אורי אריאל Uri Aviram אורי אבירם Uri Avnery אורי אבנרי Uri Bar-Joseph אורי בר-יוסף Uri Bar-Ner אורי בר-נר Uri Barbash אורי ברבש Uri Ben Baruch אורי בן ברוך Uri Benjamin אורי בנימין Uri Bergman אורי ברגמן Uri Blau אורי בלאו Uri Caine אורי קיין Uri Davis אורי דייוויס Uri Fineman אורי פיינמן Uri Fink אורי פינק Uri Frost אורי פרוסט Uri Gavriel אורי גבריאל Uri Geller אורי גלר Uri Gershuni אורי גרשוני Uri Gil אורי גיל Uri Gneezy אורי גניזי Uri Ilan אורי אילן Uri Kabiri אורי כבירי Uri Katzenstein אורי קצנשטיין Uri Kokia אורי קוקיה Uri Lifschitz אורי ליפשיץ Uri Lubrani אורי לוברני Uri Lupolianski אורי לופוליאנסקי Uri Magbo אורי מגבו Uri Maklev אורי מקלב Uri Malmilian אורי מלמיליאן Uri Mayer אורי מאיר Uri Milstein אורי מילשטיין Uri Nissan Gnessin אורי ניסן גנסין Uri Orbach אורי אורבך Uri Orlev אורי אורלב Uri Peso אורי פסו Uri R משתמש:Uri R Uri Regev אורי רגב Uri Rosenthal אורי רוזנטל Uri Rubin אורי רובין Uri Sagi אורי שגיא Uri Savir אורי סביר Uri Sebag אורי סבג Uri Segal אורי סגל Uri Shoham אורי שהם Uri Shulevitz אורי שולביץ Uri Tzaig אורי צייג Uri Zohar אורי זוהר Uri Zvi Greenberg אורי צבי גרינברג Uri-On אורי-און Uriah Heep אוריה היפ Uriah Levy אוריה לוי Uriah the Hittite אוריה החתי Urial כבש אוריאל Uric acid חומצת שתן Uriel אוריאל Uriel Davidi אוריאל דוידי Uriel Feige אוריאל פייגה Uriel Lynn אוריאל לין Uriel Miron אוריאל מירון Uriel Nespoli אוריאל נספולי Uriel Ofek אוריאל אופק Uriel Reichman אוריאל רייכמן Uriel Weinreich אוריאל ויינרייך Uriel da Costa אוריאל אקוסטה Uriel von Gemmingen אוריאל פון גמינגן Urijah אוריהו בן שמעיהו Urim and Thummim אורים ותומים Urinal משתנה Urinary bladder שלפוחית השתן Urinary retention אצירת שתן Urinary system מערכת השתן Urinary system קטגוריה:מערכת השתן Urinary tract infection דלקת בדרכי השתן Urine קטגוריה:שתן Urine שתן Uriya Shavit אוריה שביט Urke Nachalnik אורקה נחלניק Urkesh אורקש Urmia אורמיה Urnes Stave Church כנסיית אורנס Urnäsch אורנש Urocyon שועל אפור Urolagnia אורופיליה Urologic surgery קטגוריה:אורולוגיה: פעולות כירורגיות Urological conditions קטגוריה:מחלות מערכת השתן Urologists קטגוריה:אורולוגים Urology אורולוגיה Urology קטגוריה:אורולוגיה Uromastyx חרדון צב Uromastyx aegyptia חרדון צב מצוי Uromastyx ornata חרדון צב הדור Uropeltidae אורופלטיים Urospermum picroides אזנב מצוי Ursa Major הדובה הגדולה Ursa Major קטגוריה:קבוצת הכוכבים הדובה הגדולה Ursa Minor הדובה הקטנה Ursa Minor קטגוריה:קבוצת הכוכבים הדובה הקטנה Urshu אורשו Ursids אורסידים Ursodeoxycholic acid חומצה אורסודאוקסיכולית Ursula אורסולה Ursula Andress אורסולה אנדרס Ursula Burns אורסולה ברנז Ursula Haubner אורסולה האובנר Ursula Le Guin אורסולה לה גווין Ursula von Rydingsvard אורסולה פון רידינגסווארד Ursula von der Leyen אורסולה פון דר ליין Ursulines אחוות אורסולה הקדושה Ursus דוב Urtica סרפד Urticaria סרפדת Urticaria and angioedema קטגוריה:סרפדת ואדמנת Urticating hair שערות צורבות Uru people האיים הצפים של בני האורו Urubamba River אורובמבה Uruguay אורוגוואי Uruguay קטגוריה:אורוגוואי Uruguay River אורוגוואי Uruguay Round סיבוב אורוגוואי Uruguay Salto סלטו Uruguay at the Olympics אורוגוואי במשחקים האולימפיים Uruguay at the Paralympics אורוגוואי במשחקים הפאראלימפיים Uruguay national basketball team נבחרת אורוגוואי בכדורסל Uruguay national football team נבחרת אורוגוואי בכדורגל Uruguay national football team managers קטגוריה:מאמני נבחרת אורוגוואי בכדורגל Uruguay national football team navigational boxes קטגוריה:סגלי נבחרת אורוגוואי בכדורגל Uruguay squad 1990 FIFA World Cup תבנית:נבחרת אורוגוואי במונדיאל 1990 Uruguay squad 2002 FIFA World Cup תבנית:נבחרת אורוגוואי במונדיאל 2002 Uruguay squad 2004 Copa América תבנית:נבחרת אורוגוואי בקופה אמריקה 2004 Uruguay squad 2007 Copa América תבנית:נבחרת אורוגוואי בקופה אמריקה 2007 Uruguay squad 2010 FIFA World Cup תבנית:נבחרת אורוגוואי במונדיאל 2010 Uruguay squad 2011 Copa América תבנית:נבחרת אורוגוואי בקופה אמריקה 2011 Uruguay squad 2014 FIFA World Cup תבנית:נבחרת אורוגוואי במונדיאל 2014 Uruguay squad 2015 Copa América תבנית:נבחרת אורוגוואי בקופה אמריקה 2015 Uruguay squad Copa América Centenario תבנית:נבחרת אורוגוואי בקופה אמריקה 2016 Uruguay v Brazil מרקנאסו Uruguayan Primera División ליגת העל האורוגוואית Uruguayan artists קטגוריה:אמנים אורוגוואים Uruguayan cuisine קטגוריה:המטבח האורוגוואי Uruguayan culture קטגוריה:אורוגוואי: תרבות Uruguayan film actors קטגוריה:שחקני קולנוע וטלוויזיה אורוגוואים Uruguayan films קטגוריה:סרטים אורוגוואיים Uruguayan football managers קטגוריה:מאמני כדורגל אורוגוואים Uruguayan footballers קטגוריה:כדורגלנים אורוגוואים Uruguayan literature קטגוריה:ספרות אורוגוואית Uruguayan military personnel קטגוריה:אנשי צבא אורוגוואים Uruguayan music קטגוריה:מוזיקה אורוגוואית Uruguayan musicians קטגוריה:מוזיקאים אורוגוואים Uruguayan people קטגוריה:אורוגוואים Uruguayan poets קטגוריה:משוררים אורוגוואים Uruguayan politicians קטגוריה:פוליטיקאים אורוגוואים Uruguayan rabbis קטגוריה:רבנים אורוגוואים Uruguayan singers קטגוריה:זמרים אורוגוואים Uruguayan sportspeople קטגוריה:ספורטאים אורוגוואים Uruguayan writers קטגוריה:סופרים אורוגוואים Uruk ארך Urup אורופ Urysohn universal space מרחב אוריסון אוניברסלי Urysohn's lemma הלמה של אוריסון Urziceni אורזיצ'ן Urzędów אוז'נדוב Usability שמישות Usain Bolt יוסיין בולט Usban עסבנה Use Case Diagram דיאגרמת אופן שימוש Use case תרחיש שימוש UseTheCommandLine/sandbox/Health effects of tobacco השפעות בריאותיות של עישון טבק Used good סחורה משומשת Usedom אוזדום Useful idiot אידיוטים שימושיים Useless ID יוסלס איי.די Useless ID albums קטגוריה:יוסלס איי.די Usenet קבוצת דיון User משתמש User A1/sandbox/Bernoulli's principle משוואת ברנולי User Back to the Future תבנית:משתמש בחזרה לעתיד User Datagram Protocol User Datagram Protocol User Facebook תבנית:משתמש פייסבוק User GenerationY תבנית:משתמש דור ה-Y User GenerationZ תבנית:משתמש דור ה-Z User Google תבנית:משתמש גוגל User HUJI תבנית:משתמש סטודנט באוניברסיטה העברית User History Subject תבנית:משתמש אוהב היסטוריה User Iran תבנית:משתמש מאיראן User Linux תבנית:משתמש לינוקס User Meta-Wiki תבנית:משתמש מטא-ויקי User OS:Ubuntu תבנית:משתמש אובונטו User SUL תבנית:משתמש בעל חשבון מאוחד User SUL Box תבנית:User SUL Box User Translator תבנית:משתמש מתרגם ערכים User USSR תבנית:משתמש סובייטי User WPGLAM/IMJ תבנית:משתמש מיזם מוזיאון ישראל User Wikipedian for תבנית:משתמש בוויקיפדיה User Wiktionary תבנית:משתמש ויקימילון User World Citizen תבנית:משתמש אזרח העולם User active תבנית:משתמש יצר ערכים User ady תבנית:User ady User af קטגוריה:User af User af תבנית:User af User af-1 קטגוריה:User af-1 User af-1 תבנית:User af-1 User af-2 קטגוריה:User af-2 User af-2 תבנית:User af-2 User af-N קטגוריה:User af-N User agnostic תבנית:משתמש אגנוסטיקן User akk קטגוריה:User akk User akk-1 קטגוריה:User akk-1 User akk-1 תבנית:User akk-1 User akk-3 תבנית:User akk-3 User als קטגוריה:User als User als תבנית:User gsw User als-1 קטגוריה:User als-1 User am קטגוריה:User am User am-1 קטגוריה:User am-1 User am-1 תבנית:User am-1 User amateur graphic-designer תבנית:משתמש עורך גראפי חובב User an קטגוריה:User an User an-1 קטגוריה:User an-1 User an-1 תבנית:User an-1 User ar קטגוריה:User ar User ar תבנית:User ar User ar-0 תבנית:User ar-0 User ar-1 קטגוריה:User ar-1 User ar-1 תבנית:User ar-1 User ar-2 קטגוריה:User ar-2 User ar-2 תבנית:User ar-2 User ar-3 קטגוריה:User ar-3 User ar-3 תבנית:User ar-3 User ar-4 קטגוריה:User ar-4 User ar-4 תבנית:User ar-4 User ar-5 קטגוריה:User ar-5 User ar-5 תבנית:User ar-5 User ar-N קטגוריה:User ar-N User arc קטגוריה:User arc User arc תבנית:User arc-N User arc-0 תבנית:User arc-0 User arc-1 קטגוריה:User arc-1 User arc-1 תבנית:User arc-1 User arc-2 קטגוריה:User arc-2 User arc-2 תבנית:User arc-2 User arc-3 קטגוריה:User arc-3 User arc-3 תבנית:User arc-3 User arc-4 קטגוריה:User arc-4 User arc-4 תבנית:User arc-4 User arc-5 קטגוריה:User arc-5 User arc-5 תבנית:User arc-5 User arc-N קטגוריה:User arc-N User arz קטגוריה:User arz User arz-5 קטגוריה:User arz-5 User arz-N קטגוריה:User arz-N User ast קטגוריה:User ast User ast-1 קטגוריה:User ast-1 User ast-1 תבנית:User ast-1 User az קטגוריה:User az User az תבנית:User az User az-1 קטגוריה:User az-1 User az-1 תבנית:User az-1 User az-2 קטגוריה:User az-2 User az-2 תבנית:User az-2 User az-4 קטגוריה:User az-4 User az-4 תבנית:User az-4 User az-N קטגוריה:User az-N User be קטגוריה:User be User be-2 קטגוריה:User be-2 User be-2 תבנית:User be-2 User bg קטגוריה:User bg User bg תבנית:User bg User bg-1 קטגוריה:User bg-1 User bg-1 תבנית:User bg-1 User bg-N קטגוריה:User bg-N User bo-1 תבנית:User bo-1 User browser:Opera תבנית:משתמש אופרה User c קטגוריה:User C User c sharp קטגוריה:User C♯ User c sharp-2 קטגוריה:User C♯-2 User c sharp-2 תבנית:User cSharp-2 User c++ קטגוריה:User C++ User c++-3 קטגוריה:User C++-3 User c-1 קטגוריה:User C-1 User c-3 קטגוריה:User C-3 User ca קטגוריה:User ca User ca תבנית:User ca User ca-1 קטגוריה:User ca-1 User ca-1 תבנית:User ca-1 User ca-2 קטגוריה:User ca-2 User ca-2 תבנית:User ca-2 User ca-3 קטגוריה:User ca-3 User ca-3 תבנית:User ca-3 User ca-N קטגוריה:User ca-N User cs קטגוריה:User cs User cs תבנית:User cs User cs-1 קטגוריה:User cs-1 User cs-1 תבנית:User cs-1 User cs-2 קטגוריה:User cs-2 User cs-2 תבנית:User cs-2 User cs-3 קטגוריה:User cs-3 User cs-3 תבנית:User cs-3 User cs-N קטגוריה:User cs-N User current age תבנית:משתמש גיל User da קטגוריה:User da User da תבנית:User da User da-1 קטגוריה:User da-1 User da-1 תבנית:User da-1 User da-2 קטגוריה:User da-2 User da-2 תבנית:User da-2 User da-3 קטגוריה:User da-3 User da-3 תבנית:User da-3 User da-N קטגוריה:User da-N User de קטגוריה:User de User de תבנית:User de User de-0 תבנית:User de-0 User de-1 קטגוריה:User de-1 User de-1 תבנית:User de-1 User de-2 קטגוריה:User de-2 User de-2 תבנית:User de-2 User de-3 קטגוריה:User de-3 User de-3 תבנית:User de-3 User de-4 קטגוריה:User de-4 User de-4 תבנית:User de-4 User de-N קטגוריה:User de-N User el קטגוריה:User el User el תבנית:User el User el-1 קטגוריה:User el-1 User el-1 תבנית:User el-1 User el-2 קטגוריה:User el-2 User el-N קטגוריה:User el-N User en קטגוריה:User en User en תבנית:User en User en-0 תבנית:User en-0 User en-1 קטגוריה:User en-1 User en-1 תבנית:User en-1 User en-2 קטגוריה:User en-2 User en-2 תבנית:User en-2 User en-3 קטגוריה:User en-3 User en-3 תבנית:User en-3 User en-4 קטגוריה:User en-4 User en-4 תבנית:User en-4 User en-5 קטגוריה:User en-5 User en-5 תבנית:User en-5 User en-N קטגוריה:User en-N User eo קטגוריה:User eo User eo תבנית:User eo User eo-1 קטגוריה:User eo-1 User eo-1 תבנית:User eo-1 User eo-2 קטגוריה:User eo-2 User eo-2 תבנית:User eo-2 User eo-3 קטגוריה:User eo-3 User eo-3 תבנית:User eo-3 User eo-4 קטגוריה:User eo-4 User eo-4 תבנית:User eo-4 User eo-N קטגוריה:User eo-N User es קטגוריה:User es User es תבנית:User es User es-0 תבנית:User es-0 User es-1 קטגוריה:User es-1 User es-1 תבנית:User es-1 User es-2 קטגוריה:User es-2 User es-2 תבנית:User es-2 User es-3 קטגוריה:User es-3 User es-3 תבנית:User es-3 User es-4 קטגוריה:User es-4 User es-4 תבנית:User es-4 User es-N קטגוריה:User es-N User et קטגוריה:User et User et-2 קטגוריה:User et-2 User et-2 תבנית:User et-2 User et-3 קטגוריה:User et-3 User et-3 תבנית:User et-3 User eu קטגוריה:User eu User eu-1 קטגוריה:User eu-1 User eu-1 תבנית:User eu-1 User eu-4 קטגוריה:User eu-4 User eu-4 תבנית:User eu-4 User experience חוויית משתמש User experience feedback ויקיפדיה:פיתוח התשתית/וקטור User experience feedback/New features ויקיפדיה:פיתוח התשתית/וקטור/תכונות חדשות User fa קטגוריה:User fa User fa תבנית:User fa User fa-0 תבנית:User fa-0 User fa-1 קטגוריה:User fa-1 User fa-1 תבנית:User fa-1 User fa-2 קטגוריה:User fa-2 User fa-2 תבנית:User fa-2 User fa-3 קטגוריה:User fa-3 User fa-3 תבנית:User fa-3 User fa-4 קטגוריה:User fa-4 User fa-4 תבנית:User fa-4 User fa-5 קטגוריה:User fa-5 User fa-5 תבנית:User fa-5 User fa-N קטגוריה:User fa-N User fi קטגוריה:User fi User fi תבנית:User fi User fi-1 קטגוריה:User fi-1 User fi-1 תבנית:User fi-1 User fi-2 קטגוריה:User fi-2 User fi-2 תבנית:User fi-2 User fi-3 קטגוריה:User fi-3 User fi-3 תבנית:User fi-3 User fi-4 קטגוריה:User fi-4 User fi-4 תבנית:User fi-4 User fi-N קטגוריה:User fi-N User fil קטגוריה:User fil User fil תבנית:User fil User fil-3 קטגוריה:User fil-3 User fil-3 תבנית:User fil-3 User fil-N קטגוריה:User fil-N User fo קטגוריה:User fo User fo-1 קטגוריה:User fo-1 User fo-1 תבנית:User fo-1 User fr קטגוריה:User fr User fr תבנית:User fr User fr-0 תבנית:User fr-0 User fr-1 קטגוריה:User fr-1 User fr-1 תבנית:User fr-1 User fr-2 קטגוריה:User fr-2 User fr-2 תבנית:User fr-2 User fr-3 קטגוריה:User fr-3 User fr-3 תבנית:User fr-3 User fr-4 קטגוריה:User fr-4 User fr-4 תבנית:User fr-4 User fr-5 קטגוריה:User fr-5 User fr-5 תבנית:User fr-5 User fr-N קטגוריה:User fr-N User fr-ca-3 תבנית:User fr-3 User gl קטגוריה:User gl User gl-1 קטגוריה:User gl-1 User gl-1 תבנית:User gl-1 User grc קטגוריה:User grc User grc-1 קטגוריה:User grc-1 User grc-1 תבנית:User grc-1 User grc-3 קטגוריה:User grc-3 User grc-3 תבנית:User grc-3 User gsw קטגוריה:User gsw User gsw-1 קטגוריה:User gsw-1 User gsw-1 תבנית:User gsw-1 User gsw-N קטגוריה:User gsw-N User guide מדריך למשתמש User he קטגוריה:User he User he תבנית:User he User he-0 תבנית:User he-0 User he-1 קטגוריה:User he-1 User he-1 תבנית:User he-1 User he-2 קטגוריה:User he-2 User he-2 תבנית:User he-2 User he-3 קטגוריה:User he-3 User he-3 תבנית:User he-3 User he-4 קטגוריה:User he-4 User he-4 תבנית:User he-4 User he-5 קטגוריה:User he-5 User he-5 תבנית:User he-5 User he-N קטגוריה:User he-N User hi קטגוריה:User hi User hi-1 קטגוריה:User hi-1 User hi-1 תבנית:User hi-1 User hr קטגוריה:User hr User hr תבנית:User hr User hr-1 קטגוריה:User hr-1 User hr-1 תבנית:User hr-1 User hr-3 קטגוריה:User hr-3 User hr-3 תבנית:User hr-3 User hr-N קטגוריה:User hr-N User html קטגוריה:User HTML User html-4 קטגוריה:User HTML-4 User html-5 קטגוריה:User HTML-N User hu קטגוריה:User hu User hu תבנית:User hu User hu-1 קטגוריה:User hu-1 User hu-1 תבנית:User hu-1 User hu-N קטגוריה:User hu-N User hy קטגוריה:User hy User hy תבנית:User hy User hy-0 תבנית:User hy-0 User hy-1 קטגוריה:User hy-1 User hy-1 תבנית:User hy-1 User hy-2 תבנית:User hy-2 User hy-3 תבנית:User hy-3 User hy-4 תבנית:User hy-4 User hy-5 תבנית:User hy-5 User hy-N קטגוריה:User hy-N User ia קטגוריה:User ia User ia-1 קטגוריה:User ia-1 User ia-1 תבנית:User ia-1 User id קטגוריה:User id User id תבנית:User id User id-1 קטגוריה:User id-1 User id-1 תבנית:User id-1 User id-N קטגוריה:User id-N User interface ממשק משתמש User interfaces קטגוריה:ממשקי משתמש User io קטגוריה:User io User io-1 קטגוריה:User io-1 User io-1 תבנית:User io-1 User is קטגוריה:User is User is תבנית:User is User is-1 קטגוריה:User is-1 User is-1 תבנית:User is-1 User is-N קטגוריה:User is-N User it קטגוריה:User it User it תבנית:User it User it-0 תבנית:User it-0 User it-1 קטגוריה:User it-1 User it-1 תבנית:User it-1 User it-2 קטגוריה:User it-2 User it-2 תבנית:User it-2 User it-3 קטגוריה:User it-3 User it-3 תבנית:User it-3 User it-4 קטגוריה:User it-4 User it-4 תבנית:User it-4 User it-N קטגוריה:User it-N User ja קטגוריה:User ja User ja תבנית:User ja User ja-1 קטגוריה:User ja-1 User ja-1 תבנית:User ja-1 User ja-2 קטגוריה:User ja-2 User ja-2 תבנית:User ja-2 User ja-3 קטגוריה:User ja-3 User ja-3 תבנית:User ja-3 User ja-4 קטגוריה:User ja-4 User ja-4 תבנית:User ja-4 User ja-N קטגוריה:User ja-N User java קטגוריה:User Java User java תבנית:User java User java-1 קטגוריה:User Java-1 User java-1 תבנית:User java-1 User ka קטגוריה:User ka User ka-N קטגוריה:User ka-N User kn-1 קטגוריה:User kn-1 User ko קטגוריה:User ko User ko תבנית:User ko User ko-0 תבנית:User ko-0 User ko-1 קטגוריה:User ko-1 User ko-1 תבנית:User ko-1 User ko-2 קטגוריה:User ko-2 User ko-2 תבנית:User ko-2 User ko-N קטגוריה:User ko-N User ksh קטגוריה:User ksh User ksh תבנית:User ksh User ksh-N קטגוריה:User ksh-N User ku קטגוריה:User ku User ku תבנית:User ku User ku-N קטגוריה:User ku-N User la קטגוריה:User la User la-1 קטגוריה:User la-1 User la-1 תבנית:User la-1 User la-2 קטגוריה:User la-2 User la-2 תבנית:User la-2 User la-3 קטגוריה:User la-3 User la-3 תבנית:User la-3 User la-5 קטגוריה:User la-5 User lad קטגוריה:User lad User lad-1 קטגוריה:User lad-1 User lad-2 קטגוריה:User lad-2 User latex קטגוריה:משתמשי LaTeX User latex תבנית:משתמש LaTeX User lb קטגוריה:User lb User lb-1 קטגוריה:User lb-1 User lb-1 תבנית:User lb-1 User li קטגוריה:User li User li-1 קטגוריה:User li-1 User li-1 תבנית:User li-1 User lt קטגוריה:User lt User lt תבנית:User lt User lt-1 קטגוריה:User lt-1 User lt-1 תבנית:User lt-1 User lt-2 קטגוריה:User lt-2 User lt-2 תבנית:User lt-2 User lt-4 קטגוריה:User lt-4 User lt-4 תבנית:User lt-4 User lt-N קטגוריה:User lt-N User married תבנית:משתמש נשוי User mk קטגוריה:User mk User mk תבנית:User mk User mk-1 קטגוריה:User mk-1 User mk-1 תבנית:User mk-1 User mk-N קטגוריה:User mk-N User mn קטגוריה:User mn User mn-1 קטגוריה:User mn-1 User mn-1 תבנית:User mn-1 User ms קטגוריה:User ms User ms תבנית:User ms User ms-2 קטגוריה:User ms-2 User ms-2 תבנית:User ms-2 User ms-5 קטגוריה:User ms-5 User ms-5 תבנית:User ms-5 User ms-N קטגוריה:User ms-N User namespace templates קטגוריה:תבניות פנייה למשתמשים User nap-2 קטגוריה:User nap-2 User nds קטגוריה:User nds User nds-1 קטגוריה:User nds-1 User nds-1 תבנית:User nds-1 User nds-nl קטגוריה:User nds-NL User nds-nl-1 קטגוריה:User nds-NL-1 User nds-nl-1 תבנית:User nds-NL-1 User nl קטגוריה:User nl User nl תבנית:User nl User nl-0 תבנית:User nl-0 User nl-1 קטגוריה:User nl-1 User nl-1 תבנית:User nl-1 User nl-2 קטגוריה:User nl-2 User nl-2 תבנית:User nl-2 User nl-N קטגוריה:User nl-N User nn קטגוריה:User nn User nn-3 קטגוריה:User nn-3 User nn-3 תבנית:User nn-3 User no קטגוריה:User no User no תבנית:User no User no-1 קטגוריה:User no-1 User no-1 תבנית:User no-1 User no-2 קטגוריה:User no-2 User no-2 תבנית:User no-2 User no-3 קטגוריה:User no-3 User no-3 תבנית:User no-3 User no-N קטגוריה:User no-N User oc קטגוריה:User oc User oc-1 קטגוריה:User oc-1 User oc-1 תבנית:User oc-1 User oc-2 קטגוריה:User oc-2 User oc-2 תבנית:User oc-2 User oc-4 קטגוריה:User oc-4 User oc-4 תבנית:User oc-4 User page תבנית:דף משתמש User pages ויקיפדיה:דף משתמש User pd תבנית:משתמש רשות הציבור User pdc קטגוריה:User pdc User pdc-1 קטגוריה:User pdc-1 User pdc-1 תבנית:User pdc-1 User perl קטגוריה:User perl User perl-4 קטגוריה:User perl-4 User php קטגוריה:User PHP User php-4 קטגוריה:User PHP-4 User php-5 קטגוריה:User PHP-N User pi-1 קטגוריה:User pi-1 User pl קטגוריה:User pl User pl תבנית:User pl User pl-0 תבנית:User pl-0 User pl-1 קטגוריה:User pl-1 User pl-1 תבנית:User pl-1 User pl-2 קטגוריה:User pl-2 User pl-2 תבנית:User pl-2 User pl-N קטגוריה:User pl-N User profile פרופיל משתמש User pt קטגוריה:User pt User pt תבנית:User pt User pt-0 תבנית:User pt-0 User pt-1 קטגוריה:User pt-1 User pt-1 תבנית:User pt-1 User pt-2 קטגוריה:User pt-2 User pt-2 תבנית:User pt-2 User pt-3 קטגוריה:User pt-3 User pt-3 תבנית:User pt-3 User pt-N קטגוריה:User pt-N User python קטגוריה:User Py User python-3 קטגוריה:User Py-3 User relationship status תבנית:משתמש מערכת יחסים User ro קטגוריה:User ro User ro תבנית:User ro User ro-1 קטגוריה:User ro-1 User ro-1 תבנית:User ro-1 User ro-2 קטגוריה:User ro-2 User ro-2 תבנית:User ro-2 User ro-N קטגוריה:User ro-N User ru קטגוריה:User ru User ru תבנית:User ru User ru-0 תבנית:User ru-0 User ru-1 קטגוריה:User ru-1 User ru-1 תבנית:User ru-1 User ru-2 קטגוריה:User ru-2 User ru-2 תבנית:User ru-2 User ru-3 קטגוריה:User ru-3 User ru-3 תבנית:User ru-3 User ru-4 קטגוריה:User ru-4 User ru-4 תבנית:User ru-4 User ru-5 קטגוריה:User ru-5 User ru-5 תבנית:User ru-5 User ru-N קטגוריה:User ru-N User ryu קטגוריה:User ryu User ryu-1 קטגוריה:User ryu-1 User ryu-1 תבנית:User ryu-1 User sa קטגוריה:User sa User sa-3 קטגוריה:User sa-3 User sa-3 תבנית:User sa-3 User sc קטגוריה:User sc User sc-1 קטגוריה:User sc-1 User sc-1 תבנית:User sc-1 User scheme קטגוריה:User Scheme User scheme-1 קטגוריה:User Scheme-1 User scripts/Guide ויקיפדיה:סקריפטים/פיתוח סקריפטים User se קטגוריה:User se User se-3 קטגוריה:User se-3 User se-3 תבנית:User se-3 User sh קטגוריה:User sh User sh תבנית:User sh User sh-N קטגוריה:User sh-N User sk קטגוריה:User sk User sk תבנית:User sk User sk-1 קטגוריה:User sk-1 User sk-1 תבנית:User sk-1 User sk-2 קטגוריה:User sk-2 User sk-N קטגוריה:User sk-N User sl קטגוריה:User sl User sl-1 קטגוריה:User sl-1 User sl-1 תבנית:User sl-1 User sl-2 קטגוריה:User sl-2 User sl-2 תבנית:User sl-2 User sl-4 קטגוריה:User sl-4 User sl-4 תבנית:User sl-4 User space מרחב משתמש User sql קטגוריה:User SQL User sql-4 קטגוריה:User SQL-4 User sr קטגוריה:User sr User sr תבנית:User sr User sr-1 קטגוריה:User sr-1 User sr-1 תבנית:User sr-1 User sr-N קטגוריה:User sr-N User story סיפור משתמש User style עזרה:דפי CSS אישיים User sv קטגוריה:User sv User sv תבנית:User sv User sv-1 קטגוריה:User sv-1 User sv-1 תבנית:User sv-1 User sv-2 קטגוריה:User sv-2 User sv-2 תבנית:User sv-2 User sv-3 קטגוריה:User sv-3 User sv-3 תבנית:User sv-3 User sv-4 קטגוריה:User sv-4 User sv-4 תבנית:User sv-4 User sv-N קטגוריה:User sv-N User tl קטגוריה:User tl User tmr קטגוריה:User tmr User tmr-1 קטגוריה:User tmr-1 User tmr-1 תבנית:User tmr-1 User tmr-2 קטגוריה:User tmr-2 User tmr-2 תבנית:User tmr-2 User tmr-3 קטגוריה:User tmr-3 User tmr-3 תבנית:User tmr-3 User tokipona קטגוריה:User tokipona User tokipona-1 תבנית:User tokipona-1 User tokipona-3 קטגוריה:User tokipona-3 User tokipona-3 תבנית:User tokipona-3 User tokipona-4 תבנית:User tokipona-4 User tr קטגוריה:User tr User tr תבנית:User tr User tr-1 קטגוריה:User tr-1 User tr-1 תבנית:User tr-1 User tr-2 קטגוריה:User tr-2 User tr-2 תבנית:User tr-2 User tr-3 קטגוריה:User tr-3 User tr-3 תבנית:User tr-3 User tr-4 קטגוריה:User tr-4 User tr-4 תבנית:User tr-4 User tr-N קטגוריה:User tr-N User uk קטגוריה:User uk User uk תבנית:User uk User uk-1 קטגוריה:User uk-1 User uk-1 תבנית:User uk-1 User uk-2 קטגוריה:User uk-2 User uk-2 תבנית:User uk-2 User uk-3 קטגוריה:User uk-3 User uk-3 תבנית:User uk-3 User uk-4 קטגוריה:User uk-4 User uk-4 תבנית:User uk-4 User uk-N קטגוריה:User uk-N User ustrix la-1 תבנית:User la-1 User uz קטגוריה:User uz User uz תבנית:User uz User uz-0 תבנית:User uz-0 User uz-1 קטגוריה:User uz-1 User uz-1 תבנית:User uz-1 User uz-2 קטגוריה:User uz-2 User uz-2 תבנית:User uz-2 User uz-3 קטגוריה:User uz-3 User uz-3 תבנית:User uz-3 User uz-N קטגוריה:User uz-N User vb קטגוריה:User vb User vb תבנית:User vb User vb-1 קטגוריה:User vb-1 User vb-1 תבנית:User vb-1 User vb-2 קטגוריה:User vb-2 User vb-2 תבנית:User vb-2 User vb-3 קטגוריה:User vb-3 User vb-3 תבנית:User vb-3 User vb-4 קטגוריה:User vb-N User vi קטגוריה:User vi User vi-N קטגוריה:User vi-N User warning templates קטגוריה:תבניות לאזהרת משתמשים User wikihe תבנית:משתמש גם ויקיפדיה אנגלית User wikipedia/Administrator תבנית:משתמש מפעיל מערכת User wikipedia/RC Patrol תבנית:משתמש מנטר User wikipedia/Welcoming Committee תבנית:משתמש מקבל פנים User wikipedia/WikiGnome תבנית:משתמש ויקיגמד User yi קטגוריה:User yi User yi תבנית:User yi User yi-1 קטגוריה:User yi-1 User yi-1 תבנית:User yi-1 User yi-2 קטגוריה:User yi-2 User yi-2 תבנית:User yi-2 User yi-3 קטגוריה:User yi-3 User yi-3 תבנית:User yi-3 User yi-4 קטגוריה:User yi-4 User yi-4 תבנית:User yi-4 User yi-N קטגוריה:User yi-N User zh קטגוריה:User zh User zh תבנית:User zh User zh-0 תבנית:User zh-0 User zh-1 קטגוריה:User zh-1 User zh-1 תבנית:User zh-1 User zh-2 קטגוריה:User zh-2 User zh-2 תבנית:User zh-2 User zh-3 קטגוריה:User zh-3 User zh-3 תבנית:User zh-3 User zh-N קטגוריה:User zh-N User zh-hans-N קטגוריה:User zh-hans-N User zh-hant-N קטגוריה:User zh-hant-N User-centered design עיצוב מכוון משתמש User-created public domain files קטגוריה:ויקיפדיה - תמונות PD-self User-generated content תוכן גולשים User-k/sandbox הקלאסיקו Userbox תבנית:תיבת משתמש Userbox-level תבנית:תיבת כישורי שפה Userboxbottom תבנית:סיום טבלה Userboxes ויקיפדיה:תיבת משתמש Userboxes קטגוריה:ויקיפדיה - תיבות משתמש Userboxes/Education קטגוריה:ויקיפדיה - משתמש - מוסד לימודים Userboxes/Games קטגוריה:ויקיפדיה - משתמש - משחקי שולחן Userboxes/Life קטגוריה:ויקיפדיה - משתמש - פרטים אישיים Userboxes/Location קטגוריה:ויקיפדיה - משתמש - מגורים - תושבי חול Userboxes/Media/Books קטגוריה:ויקיפדיה - משתמש - מעריצי ספרים Userboxes/Media/Film קטגוריה:ויקיפדיה - משתמש - מעריצי קולנוע Userboxes/Military קטגוריה:ויקיפדיה - משתמש - שירות צבאי Userboxes/Music קטגוריה:ויקיפדיה - משתמש - כלי נגינה Userboxes/Sports קטגוריה:ויקיפדיה - משתמש אוהד ספורט Userboxes/Wikipedia/humour קטגוריה:ויקיפדיה - משתמש - הומור Userboxes/Zodiac תבנית:משתמש מזל Username internal link templates קטגוריה:תבניות קישור לדף משתמש Usha אושא Ushachy אושאצ'י Ushba אושבה Usher אשר Usher סדרן Usher Morgan אשר מורגן Usher syndrome תסמונת אשר Ushguli אושגולי Ushpizin האושפיזין Ushuaia אושואיה Using talk pages ויקיפדיה:דף שיחה Usipetes אוסיפים Usplash Usplash Ussuri River אוסורי Ustaše אוסטאשה Ustaše קטגוריה:אוסטאשה Ustilago פחמון Ustinov יוסטינוב Ustrzyki Dolne אוסצ'יקי דולנה Ustyluh אוסטילוג Usulután אוסולוטאן Usury איסור ריבית Utagawa Kuniyoshi אוטגאווה קוניושי Utagawa Toyokuni אוטגאווה טויוקוני Utah יוטה Utah קטגוריה:יוטה Utah תבנית:יוטה Utah Beach חוף יוטה Utah Clarion קלריון Utah Jazz יוטה ג'אז Utah Jazz players קטגוריה:כדורסלני יוטה ג'אז Utah Kanab קנאב Utah Moab מואב Utah Payson פייסון Utah Provo פרובו Utah Salt Lake City קטגוריה:סולט לייק סיטי Utah Salt Lake County מחוז סולט לייק Utah State Capitol קפיטול מדינת יוטה Utah Symphony תזמורת יוטה Utah Utah County מחוז יוטה Utah Utes men's basketball players קטגוריה:כדורסלני אוניברסיטת יוטה Utah West Jordan וסט ג'ורדן Utah counties קטגוריה:יוטה: מחוזות Utah teapot קנקן התה Utahraptor יוטרפטור Utamaro קיטגאווה אוטמארו Ute Lemper אוטה למפר Ute people יוט Utena אוטנה Utena County מחוז אוטנה Utena County קטגוריה:מחוז אוטנה Utena District Municipality אוטנה Uterus רחם Uthman עות'מאן בן עפאן Utilitarianism קטגוריה:תועלתנות Utilitarianism תועלתנות Utilitarians קטגוריה:תועלתנים Utilities companies of Israel קטגוריה:חברות תשתית ישראליות Utility פונקציית תועלת Utility knife סכין יפנית Utility pole עמוד חשמל Utility software תוכנת שירות Utility tunnel מנהרת תשתיות Utnapishtim אותנפישתים Utopia אוטופיה Utopia אקס-מן: אוטופיה Utopian socialism סוציאליזם אוטופי Utopias קטגוריה:אוטופיות Utopists קטגוריה:אוטופיסטים Utrecht אוטרכט Utrecht קטגוריה:אוטרכט Utrecht Centraal railway station תחנת הרכבת המרכזית של אוטרכט Utrecht St. Martin's Cathedral קתדרלת אוטרכט Utrecht University אוניברסיטת אוטרכט Utricularia australis נאדיד המים Utricularia gibba נאדיד עדין Utsunomiya אוצונומיה Uttar Pradesh אוטר פרדש Uttar Pradesh קטגוריה:אוטר פרדש Uttarakhand אוטראקהאנד Uttarakhand קטגוריה:אוטראקהאנד Utu-hengal אותו-ח'גל Uuno Kailas אונו קיילאס Uurad מלך הפיקטים אואוראד Uusijani משתמש:Uusijani Uvarovite אוברוביט Uvda בקעת עובדה Uvs Lake אובס נואור Uvs Province אובס Uvular consonant עיצורים ענבליים Uvular nasal אפי עיצור ענבלי Uvular trill רוטט עיצור ענבלי Uw-block תבנית:נחסמת Uw-copyright תבנית:העתקה Uw-talkinarticle תבנית:שימוש בדף השיחה Uw-test1 תבנית:ניסויים Uw-test1-sandbox תבנית:ניסויים Uw-tilde תבנית:חתימה Uw-vandalism1 תבנית:אזהרה Uw-vandalism1-sandbox תבנית:אזהרה Uwe Bein אובה ביין Uwe Hohn אובה הון Uwe Kamps אובה קאמפס Uwe Rahn אובה ראן Uwe Rösler אובה רוסלר Uwe Seeler אווה זלר Uxmal אושמאל Uyghur Khaganate האימפריה האויגורית Uyghur language אויגור Uyghurs אויגורים Uz עוץ Uzan אוזן Uzbek Jews יהדות אוזבקיסטן Uzbek League ליגת העל האוזבקית Uzbek Soviet Socialist Republic הרפובליקה הסובייטית הסוציאליסטית האוזבקית Uzbek cuisine מטבח יהודי בוכרי Uzbek language אוזבקית Uzbekistan אוזבקיסטן Uzbekistan קטגוריה:אוזבקיסטן Uzbekistan Air and Air Defence Forces חיל האוויר של אוזבקיסטן Uzbekistan Airways אוזבקיסטן איירווייז Uzbekistan at the Olympics אוזבקיסטן במשחקים האולימפיים Uzbekistan at the Paralympics אוזבקיסטן במשחקים הפאראלימפיים Uzbekistan national basketball team נבחרת אוזבקיסטן בכדורסל Uzbekistan national football team נבחרת אוזבקיסטן בכדורגל Uzbekistan templates קטגוריה:תבניות ניווט - אוזבקיסטן Uzbekistani chess players קטגוריה:שחמטאים אוזבקים Uzbekistani cuisine קטגוריה:המטבח האוזבקי Uzbekistani culture קטגוריה:אוזבקיסטן: תרבות Uzbekistani footballers קטגוריה:כדורגלנים אוזבקים Uzbekistani people קטגוריה:אוזבקים Uzbekistani politicians קטגוריה:פוליטיקאים אוזבקים Uzbekistani som סום אוזבקי Uzbeks אוזבקים Uzda אוזדה Uzeir עוזייר Uzhhorod אוז'הורוד Uzi עוזי Uzi Arad עוזי ארד Uzi Baram עוזי ברעם Uzi Cohen עוזי כהן Uzi Dayan עוזי דיין Uzi Eilam עוזי עילם Uzi Even עוזי אבן Uzi Feinerman עוזי פיינרמן Uzi Geller עוזי גלר Uzi Hitman עוזי חיטמן Uzi Landau עוזי לנדאו Uzi Mahnaimi עוזי מחניימי Uzi Meshulam עוזי משולם Uzi Narkiss עוזי נרקיס Uzi Rabi עוזי רבי Uzi Rubin עוזי רובין Uzi Shalev עוזי שלו Uzi Vogelman עוזי פוגלמן Uzi Yairi עוזי יאירי Uziel עוזיאל Uziel Gal עוזי גל Uzo Aduba אוזו אדובה Uzun Hassan אוזון חסן Uzzi Ornan עוזי אורנן Uzziah עוזיהו Užpaliai אושפול Užupis זרצ'ה Užventis אוז'וונטס V V V וי V Australia V אוסטרליה V engine מנוע V V for Vendetta ונדטה V sign סימן V V speeds מהירויות-V V&A Museum of Childhood מוזיאון הילדות V&A V'Zot HaBerachah פרשת וזאת הברכה V-1 flying bomb V-1 V-2 rocket V-2 V-3 cannon V-3 V-J Day in Times Square יום הניצחון על יפן בכיכר טיימס V-chip V-Chip V-mail וימייל V. Andrews ו. אנדרוז V. Gordon Childe ויר גורדון צ'יילד V. Krishna Menon ונגליל קרישנן קרישנה מנון V. Naipaul וידיאדר סורג'פרסאד נייפול V1668 Cygni V1668 בברבור V354 Cephei V354 בקפאוס V382 Carinae V382 בשדרית V602 Carinae V602 בשדרית V838 Herculis V838 בהרקולס VAX VAX VAZ-2101 VAZ 2101 VAZ-2106 VAZ 2106 VBScript VBScript VBulletin VBulletin VC CSKA Moscow צסק"א מוסקבה VC Zenit-Kazan זניט קאזאן VC dimension ממד VC VDMSound VDMSound VDNKh VDNH VDNKh קטגוריה:מרכז התערוכה של כל רוסיה VEE וי VENµS ונוס VGA connector מחבר VGA VH1 VH1 VH1 Storytellers VH1 Storytellers: Kanye West VHDL VHDL VHDL-AMS VHDL-AMS VHS VHS VIA Technologies VIA Technologies VIP VIP VIX VIX VK VK VLC media player VLC media player VMFD Žalgiris Vilnius players קטגוריה:כדורגלני ז'לגיריס וילנה VMware VMware VNAV Vnav VNV Nation VNV Nation VP True Jackson טרו ג'קסון VR-Land משתמש:VR-Land VRML VRML VSE Z/VSE VSEPR theory מודל VSEPR VSS Enterprise crash התרסקות רכב החלל VSS Enterprise VT100 VT100 VT420 VT420 VTB Bank ונשטורגבנק VTB United League הליגה המאוחדת של VTB VTOL המראה ונחיתה אנכית VTOL aircraft קטגוריה:מטוסי המראה ונחיתה אנכית VVV-Venlo players קטגוריה:כדורגלני ונלו VX VX VX Sagittarii VX בקשת VY Canis Majoris VY בכלב גדול Va Va Voom Va Va Voom Va'eira פרשת וארא Va'etchanan פרשת ואתחנן Vaad Hatzalah ועד ההצלה Vaal River ואל Vaalserberg ואלסרברג Vaasa ואסה Vabalninkas ובלנינקס Vacation חופשה Vacation property דירת נופש Vaccaei ואקים Vaccaria סבונית השדה Vaccine חיסון Vaccines קטגוריה:חיסונים Vaccinium אוכמנית Vachellia tortilis שיטת הסוכך Vaclav Smil ואצלב סמיל Vactrain Vactrain Vacuole חלולית Vacuous truth באופן ריק Vacuum ריק Vacuum cleaner שואב אבק Vacuum coffee maker קפה ואקום Vacuum flask תרמוס Vacuum permittivity מקדם דיאלקטרי#מקדם דיאלקטרי של הריק Vacuum pump משאבת ואקום Vacuum tube שפופרת ריק Vader ויידר Vadim Alexeev ודים אלכסייב Vadim Panov ואדים פאנוב Vadim Rabinovich ודים רבינוביץ' Vadim Repin ודים רפין Vaduz ואדוץ Vae victis אבוי למנוצחים Vagaceratops וגצרטופס Vagharshapat אצ'מיאדזין Vagina נרתיק Vagina dentata וגינה דנטטה Vaginismus וגיניזמוס Vagn Bennike ואגן בניקה Vago משתמש:Vago Vagobot משתמש:Vagobot Vagrant shrew חדף נודד Vagus nerve העצב התועה Vagus nerve stimulation קוצב וגאלי Vahakn Dadrian ואחן דאדריאן Vahid Hashemian וחיד האשמיאן Vahide Perçin ואהידה פרצ'ין Vahsel Bay מפרץ ואהסל Vaiaku ואיאקו Vaibhavkaushal123/QCubed Qt Vaibhavkaushal123/sandbox Qt Vaikom וייקם Vaila ויילה Vaira Vīķe-Freiberga ואירה ויקה-פרייברגה Vaishnavism וישנויזם Vaivara concentration camp מחנה הריכוז ואיווארה Vajiralongkorn נסיך תאילנד מאהה וצ'יראלונגקון Vajrayana וג'ריאנה Vakhtang וחטנג מלך גאורגיה Vakhtang Chabukiani וחטנג צ'בוקיאני Vakhtang I of Iberia וחטנג גורגסלי Vakhtang II of Georgia מלך גאורגיה וחטנג השני Vakhtang IV of Georgia מלך גאורגיה וחטנג הרביעי Vakhtang Kikabidze וחטנג קיקבידזה Vakhtang VI of Kartli וחטנג השישי Vaknin וקנין Val Camonica ואל קמוניקה Val Kilmer ואל קילמר Val Thorens ואל טורנס Val Valentino ואל ולנטינו Val d'Orcia ואל ד'אורצ'ה Val di Noto ואל די נוטו Val di Stava dam collapse השיטפון בוואל די סטאבה Val-d'Oise Montmorency מונמורנסי Val-d'Or ואל-ד'ור Val-de-Marne עמק המארן Val-de-Marne קטגוריה:עמק המארן Vala Vala Vala ולאר Valael/Halo הילה Valais ואלה Valais קטגוריה:ואלה Valchirie/Beatrix Potter ביאטריקס פוטר Valdas Adamkus ולדאס אדמקוס Valdemar I of Denmark מלך דנמרק ולדמר הראשון Valdemar II of Denmark מלך דנמרק ולדמר השני Valdemar III of Denmark מלך דנמרק ולדמר השלישי Valdemar IV of Denmark מלך דנמרק ולדמר הרביעי Valdemar the Young ולדמר הצעיר Valdes Peninsula חצי האי ואלדס Valdez ואלדז Valdis Dombrovskis ואלדיס דומברובסקיס Valdis Zatlers ואלדיס זאטלרס Valdivia ואלדיביה Vale of Glamorgan Barry בארי Vale of Tempe טמפה Vale of tears עמק הבכא Valence and conduction bands פס הולכה Valence band פס ערכיות Valence bond theory תאוריית הקשר הערכי Valence electron אלקטרון ערכיות Valencia ולנסיה Valencia קטגוריה:ולנסיה Valencia BC ולנסיה Valencia BC players קטגוריה:כדורסלני ולנסיה Valencia CF ולנסיה Valencia CF managers קטגוריה:מאמני ולנסיה Valencia CF players קטגוריה:כדורגלני ולנסיה Valencia4723/holtzman inkblot test מבחן כתמי הדיו של הולצמן Valencia4723/s&m סאדיזם Valencian ולנסית Valencian Community ולנסיה Valencian Community קטגוריה:ולנסיה Valencian culture קטגוריה:ולנסיה Valenciennes ואלנסיין Valenciennes FC ואלנסיין Valenciennes FC players קטגוריה:כדורגלני ולנסיאן Valency/My draft File Allocation Table Valens ואלנס Valentin Filatov ולנטין פילאטוב Valentin Gaft ולנטין גאפט Valentin Glushko ולנטין גלושקו Valentin Kataev ולנטין קטייב Valentin Korabelnikov ולנטין קוראבלניקוב Valentin Kozmich Ivanov ולנטין קוזמיץ' איבנוב Valentin Mankin ולנטין מנקין Valentin Muratov ולנטין מורטוב Valentin Serov ולנטין סרוב Valentin Stocker ולנטין שטוקר Valentina Cortese ולנטינה קורטז Valentina Lisitsa ולנטינה ליסיצה Valentina Matviyenko ולנטינה מטוויינקו Valentina Monetta ולנטינה מונטה Valentina Tereshkova ולנטינה טרשקובה Valentina Tolkunova ולנטינה טולקונובה Valentina Vezzali ולנטינה וצאלי Valentina Zenere ולנטינה סנרה Valentine ולנטיין Valentine יום אהבה קטלני Valentine tank ולנטיין Valentine's Day יום האהבה Valentine's Day יום ולנטיין Valentines Park פארק ולנטיינז Valentinian III ולנטיניאנוס השלישי Valentinianism ולנטיניזם Valentino ולנטינו Valentino ולנטינו גאראווני Valentino Lazaro ולנטינו לזארו Valentino Rossi ולנטינו רוסי Valentinus ולנטינוס Valençay SOE Memorial אנדרטת מנהלת המבצעים המיוחדים בצרפת Valeri Bojinov ואלרי בוז'ינוב Valeri Karpin ואלרי קרפין Valeri Kharlamov ולרי חרלמוב Valeri Petrov ולרי פטרוב Valeri Polyakov ולרי פוליאקוב Valeria Maksyuta ולריה מקסיוטה Valerian ולריאן רפואי Valerian ולריאנוס Valerian Gaprindashvili ולריאן גפרינדשווילי Valerian Kuybyshev ולריאן קויבישב Valerianaceae ולריניים Valerică Găman ולריקה גמאן Valerie Adams ואלרי אדמס Valerie Bertinelli ואלרי ברטינלי Valerie Brisco-Hooks ואלרי בריסקו-הוקס Valerie Harper ואלרי הרפר Valerie Landsburg ואלרי לנדסברג Valerie Perrine ולרי פרין Valerie Solanas ואלרי סולאנס Valerie Steele ואלרי סטיל Valerius Gratus ואלריוס גראטוס Valerius Maximus ולריוס מקסימוס Valeriy Borchin ולרי בורצ'ין Valeriy Borzov ולרי בורזוב Valeriy Brumel ולרי ברומל Valeriy Lobanovskyi ולרי לובנובסקי Valeriy Lobanovskyi Dynamo Stadium אצטדיון דינמו Valeriy Marchenko ואלרי מרצ'נקו Valeriya Novodvorskaya ולריה נובודבורסקיה Valery Bryusov ולרי בריוסוב Valery Bykovsky ואלרי ביקובסקי Valery Chkalov ואלרי צ'קאלוב Valery Gazzaev ואלרי גזאייב Valery Gergiev ואלרי גרגייב Valery Leontiev ולרי לאונטייב Valery Panov ולרי פאנוב Valery Ryumin ואלרי ריומין Valery Shary ולרי שרי Valga County ולגה Valgrind Valgrind Valhalla ואלהלה Vali ואלי Valiant פגוש את היונים Valide sultan ולידה סולטאן Validity תוקף Validity תקפות Valine ולין Valinor ולינור Valjala Parish ואליאלה Valjevo ולייבו Valko Chervenkov וולקו צ'רבנקוב Valkyrie ולקיריה Valkyrie מבצע ואלקירי Vall de Boí עמק בואי Valla ואלה Valladolid ואיאדוליד Valle de la Luna בקעת הירח Valle de los Caídos עמק הנופלים Valle de los Ingenios ואיה דה לוס אינחניוס Vallenato ואיינאטו Valles Marineris ואליס מארינריס Valletta ולטה Valletta קטגוריה:ולטה Valletta F.C. ולטה Valletta F.C. players קטגוריה:כדורגלני ולטה Valletta Our Lady of Victories Church כנסיית גבירתנו של הניצחון Valletta Royal Opera House בית האופרה המלכותי Valley עמק Valley of Elah עמק האלה Valley of Josaphat עמק יהושפט Valley of Rephaim עמק רפאים Valley of Springs Regional Council מועצה אזורית עמק המעיינות Valley of Springs Regional Council קטגוריה:מועצה אזורית עמק המעיינות Valley of Springs Regional Council תבנית:מועצה אזורית עמק המעיינות Valley of Tears קרב עמק הבכא Valley of the Cross עמק המצלבה Valley of the Kings עמק המלכים Valley of the Queens עמק המלכות Valley2city משתמש:Valley2city Valley2city/Userboxes/Shabbat משתמש:אבגד/תיבות משתמש/משתמש שבת Valleys קטגוריה:בקעות ועמקים Valleys of Israel קטגוריה:ארץ ישראל: בקעות ועמקים Valleys of Lebanon קטגוריה:לבנון: בקעות ועמקים Valleys of the United States קטגוריה:ארצות הברית: בקעות ועמקים Vallo di Diano e Alburni Parco Nazionale del Cilento הפארק הלאומי צ'ילנטו וואלו די דיאנו Vallée de Mai שמורת הטבע ואלה דה מה Valmiera ולמירה Valon Behrami ואלון בהראמי Valozhyn וולוז'ין Valparaíso ולפראיסו Valparaíso Region ולפראיסו Valparaíso Region קטגוריה:מחוז ולפראיסו Valpovo ואלפובו Valproate חומצה ולפרואית Valrhona ולרונה Valsartan ואלסרטן ValuJet Flight 592 טיסה 592 של וליוג'ט Valuation professionals קטגוריה:שמאים Valuation ring תחום הערכה Value ערך Value added taxes קטגוריה:מס ערך מוסף Value at risk ערך בסיכון Value chain שרשרת הערך Value-added tax מס ערך מוסף Valuev Circular האוקאז של ואלוייב Valur players קטגוריה:כדורגלני ואלור רייקיאוויק Valve שסתום Valve Anti-Cheat Valve Anti-Cheat Valve Corporation Valve Valve Hammer Editor Valve Hammer Editor Valve amplifier מגבר מנורות Valve replacement ניתוח להחלפת מסתם Valvular heart disease מחלת לב מסתמית Valvular heart disease קטגוריה:מחלות לב מסתמיות Valéria Gyenge ולריה גינג Valérie Quennessen ואלרי קונסן Valéry Giscard d'Estaing ואלרי ז'יסקר ד'אסטן Valērijs Šabala ואלריס שבאלה Vampire ערפד Vampire Academy האקדמיה לערפדים Vampire Weekend Vampire Weekend Vampire Weekend ומפייר ויקנד Vampire Weekend תבנית:ומפייר ויקנד Vampire bat ערפדים Vampire number מספר ערפד Vampires Suck Vampires Suck Vampires in film קטגוריה:סרטי ערפדים Vampires in popular culture קטגוריה:ערפדים בתרבות ובאמנות Vamık Volkan ומיק וולקן Van ואן Van Allen radiation belt חגורות ואן אלן Van Beuren Studios אולפני ואן ביורן Van Canto Van canto Van Cliburn ואן קלייברן Van Cortlandt Park פארק ואן קורטלנד Van Dyke ואן דייק Van Dyke beard זקן ואן דייק Van Eyck ואן אייק Van Gogh Museum מוזיאון ואן גוך Van Gogh Museum קטגוריה:מוזיאון ואן גוך Van Gogh Vodka ואן גוך וודקה Van Halen ואן היילן Van Helsing ואן הלסינג Van Leer ון ליר Van Leer Jerusalem Institute מכון ון ליר בירושלים Van Morrison ואן מוריסון Van Nelle Factory מפעל ואן נלה Van Province ואן Van de Graaff generator מחולל ואן-דה-גראף Van der Graaf Generator ואן דר גראף ג'נרייטור Van der Graaf Generator albums קטגוריה:ואן דר גראף ג'נרייטור Van der Waals ואן דר ואלס Van der Waals equation גז ואן דר ואלס Van der Waals force קשרי ואן דר ואלס Van der Waals radius רדיוס ואן דר ואלס Vanadium ונדיום Vanadzor ונדזור Vanaheimr ואנאהיים Vance Astro מייג'ור ויקטורי Vance Hartke ואנס הארטקה Vance Joy ואנס ג'וי Vancemiller/Hypertrichosis היפרטריכוזיס Vancomycin ואנקומיצין Vancouver ונקובר Vancouver קטגוריה:ונקובר Vancouver Canucks ונקובר קנאקס Vancouver International Airport נמל התעופה הבינלאומי ונקובר Vancouver Island ונקובר Vancouver Royals ונקובר רויאלס Vancouver Whitecaps FC players קטגוריה:כדורגלני ונקובר וייטקאפס Vandal ונדל Vandal Savage ונדל סאבאג' Vandalism ויקיפדיה:טיפול בהשחתה Vandalism ונדליזם Vandals ונדלים Vandals קטגוריה:ונדלים Vandenberg Air Force Base בסיס חיל האוויר ונדנברג Vanderbilt ואנדרבילט Vanderbilt University אוניברסיטת ואנדרבילט Vanderbilt University faculty קטגוריה:סגל אוניברסיטת ואנדרבילט Vanderbilt family משפחת ואנדרבילט Vanderbilt family קטגוריה:משפחת ואנדרבילט Vanderlei Cordeiro de Lima ונדרליי דה לימה Vanderlei Luxemburgo ונדרליי לושמבורגו Vandermonde matrix מטריצת ונדרמונט Vandžiogala ונדזיגולה Vanessa נימפית Vanessa Ferlito ונסה פרליטו Vanessa Hudgens ונסה הדג'נס Vanessa Paradis ונסה פאראדי Vanessa Redgrave ונסה רדגרייב Vanessa Williams ונסה ויליאמס Vanessa atalanta נימפית הסרפד Vang Vieng ואנג ויינג Vanga וונגיים Vangelis ואנגליס Vangelis China.jpg קובץ:220px-Vangelis China.jpg Vangelis Heaven and Hell.jpg קובץ:220px-Vangelis Heaven and Hell.jpg Vangelis Hypothesis.jpg קובץ:220px-Vangelis Hypothesis.jpg Vangelis albums קטגוריה:אלבומי ואנגליס Vangelis discography דיסקוגרפיה של ואנגליס Vangiones ונגיונים Vanguard ונגארד VanguardScot/sandbox5 אצטדיון אייברוקס Vani ואני Vani Municipality נפת ואני Vania Heymann וניה הימן Vanil Noir וניל נואר Vanilla וניל Vanilla Sky ונילה סקיי Vanillin ונילין Vanir ואניר Vanis Kvabebi מערות ואני Vanished user 90345uifj983j4toi234k/Page ויקיפדיה:ארגז חול Vanished user 90345uifj983j4toi234k/Sandbox ויקיפדיה:ארגז חול Vanished user 90345uifj983j4toi234k/Sandbox/Header ויקיפדיה:ארגז חול Vanishing point נקודת מגוז Vanitas ואניטאס Vanity Fair ואניטי פייר Vanity Fair יריד ההבלים Vanity Fair Cover Lang Crawford.jpg קובץ:Vanity Fair Cover Lang Crawford.jpg Vanja Udovičić וניה אודוביצ'יץ' Vank Cathedral קתדרלת ונק Vannes ואן Vannevar Bush וניבר בוש Vano Merabishvili ואנו מראבישווילי VanossGaming ואנוס גיימינג Vans ואנס Vantaa ונטה Vantage Point שמונה צדדים לאמת Vantelimus/Sandbox כריסטיאן הויגנס Vanuatu ונואטו Vanuatu קטגוריה:ונואטו Vanuatu at the Olympics ונואטו במשחקים האולימפיים Vanuatu at the Paralympics ונואטו במשחקים הפאראלימפיים Vanuatu national football team נבחרת ונואטו בכדורגל Vanuatu vatu ואטו Vanuatuan people קטגוריה:ונואטו: אישים Vanče Šikov ואנצ'ה שיקוב Vančo Trajanov ואנצ'ו טרייאנוב Vapor אד Vapor pressure לחץ אדים Vaporetto ואפורטו Vaporizer מכשיר אידוי Vaquita ואקיטה Varakļāni ורקליאני Varanasi ואראנסי Varangians ורנגים Varanidae כוחיים Varanus salvadorii כוח תניני Varash ורש Varaždin ואראז'דין Varberg ורברג Varberg Radio Station תחנת הרדיו בגרימטון Varbitsa ורביצה Varda ורדה Vardapet ורדאפט Vardar וארדאר Vardenafil ורדנפיל Vardenis ורדניס Vardi Kahana ורדי כהנא Vardia כרמל Vardon ורדון Vardzia ורדזיה Varela וארלה Varenicline ורניקלין Varesco ג'מבטיסטה וארסקו Varese וארזה Vargas ורגאס Vargas Era היסטוריה של ברזיל: פופוליזם ו"המדינה החדשה" Vargenau משתמש:Vargenau Variable משתנה Variable Specific Impulse Magnetoplasma Rocket רקטת מגנטו-פלזמה בעלת מתקף סגולי משתנה Variable cost עלות משתנה Variable star כוכב משתנה Variable stars קטגוריה:כוכבים משתנים Variable sunbird צופית צהובת-בטן Variable-geometry-wing aircraft קטגוריה:מטוסים בעלי גאומטריית כנף משתנה Varian Fry וריאן פריי Variance שונות Variant type Variant Variation נושא ווריאציות Variations of basketball משחקים מבוססי כדורסל Variazh וריאז' Varicocele וריקוצלה Varicose veins דליות Variety וראייטי Variety זן Variety מגוון Varig ואריג Various Positions Various Positions Varlam Shalamov וארלאם שאלאמוב Varna וארנה Varna ורנה Varna Province וארנה Varnish ורנית Varshavsky ורשבסקי Varshets ורשץ Varve ורוות Varėna וריאנה Varėna District Municipality וריאנה Vas County ואש Vas deferens צינור הזרע Vasa ואסה Vasa Museum מוזיאון ואסה Vasa vasorum צינורי צינורות Vasari Corridor מסדרון וזארי Vasas FC players קטגוריה:כדורגלני ואשאש Vasco Núñez de Balboa וסקו נונייס דה בלבואה Vasco da Gama ואסקו דה גאמה Vasco da Gama Bridge גשר ואסקו דה גאמה Vascular plant צמחים וסקולריים Vascular surgery כירורגיית כלי דם Vasculitis דלקת כלי דם Vase אגרטל Vasectomy חסימת צינור הזרע Vaseline וזלין Vasermil Stadium אצטדיון וסרמיל Vashti ושתי Vashti Bunyan ושתי בניאן Vashti Cunningham ושתי קנינגהם Vasil Kolarov וסיל קולארוב Vasil Levski וסיל לבסקי Vasil Radoslavov וסיל רדוסלאבוב Vasil Sikharulidze ואסיל סיחארולידזה Vasile Alecsandri וסילה אלכסנדרי Vasile Boerescu וסילה בויירסקו Vasile Luca ואסילה לוקה Vasile Lupu וסילה לופו Vasile Marin וסילה מארין Vasile Milea ואסילה מילאה Vasile Tarlev וסילי טרלב Vasileostrovsky District רובע האי וסילי Vasili Berezutski וסילי ברזוצקי Vasili III of Russia וסילי השלישי Vasili IV of Russia וסילי שויסקי Vasili Merkuryev וסילי מרקורייב Vasili Pukirev וסילי פוקירב Vasilis Torosidis ואסיליס טורוסידיס Vasilishki וסילישקי Vasily וסילי Vasily Aksyonov וסילי אקסיונוב Vasily Blyukher וסילי בליוכר Vasily Chapayev וסילי איבנוביץ' צ'פאייב Vasily Chuikov וסילי צ'ויקוב Vasily Degtyaryov וסילי דגטיאריוב Vasily Dokuchaev וסילי דוקוצ'ייב Vasily Gabashvili ואסיל גבשווילי Vasily Grossman וסילי גרוסמן Vasily I of Moscow נסיך מוסקבה וסילי הראשון Vasily II of Moscow נסיך מוסקבה וסילי השני Vasily Kachalov וסילי קצ'לוב Vasily Kosoy וסילי הפוזל Vasily Lanovoy וסילי לנובוי Vasily Lebedev-Kumach וסילי לבדב-קומאץ' Vasily Livanov וסילי ליוואנוב Vasily Mishin וסילי מישין Vasily Perov וסילי פרוב Vasily Polenov וסילי פולנוב Vasily Shukshin וסילי שוקשין Vasily Smyslov וסילי סמיסלוב Vasily Sokolovsky וסילי סוקולובסקי Vasily Solovyov-Sedoi וסילי סולוביוב-סדוי Vasily Surikov וסילי סוריקוב Vasily Vasilyevich Golitsyn וסילי גוליצין Vasily Vereshchagin וסילי ורשצ'אגין Vasily Zaytsev וסילי זייצב Vasily Zhukovsky וסילי ז'וקובסקי Vasily of Kostroma נסיך ולדימיר וסילי הראשון Vaslav Nijinsky ואצלב ניז'ינסקי Vasloi חסידות וסלוי Vaslui וסלוי Vasoconstrictors קטגוריה:מכווצי כלי דם Vasojevići ואסוייביצ'י Vasopressin ADH Vassal וסאל Vassili Poyarkov וסילי פויארקוב Vassilis Spanoulis ואסיליס ספאנוליס Vassily Ivanchuk וסילי איוונצ'וק Vassily Maximov וסילי מקסימוב Vasubandhu וסובנדהו Vat Phou ואט פהו Vatapá וטאפה Vatican City קטגוריה:קריית הוותיקן Vatican City קריית הוותיקן Vatican City culture קטגוריה:קריית הוותיקן: תרבות Vatican City templates קטגוריה:תבניות ניווט - קריית הוותיקן Vatican Council מועצת הוותיקן Vatican Library ספריית הוותיקן Vatican Museums מוזיאון הוותיקן Vatican Secret Archives הארכיונים הסודיים של הוותיקן Vatican lira לירת הוותיקן Vaticinium ex eventu Vaticinium ex eventu Vatra Dornei ואטרה דורניי Vaucluse ווקלוז Vaucluse Orange אורנז' Vaud וו Vaud קטגוריה:וו Vaud Saint-Sulpice סן-סולפיס Vaudeville וודוויל Vaughn ווהן Vault קמרון Vault קפיצות Vauquelinite ווקלניט Vauxhall ווקסהול Vauxhall Bridge גשר ווקסהול Vav וו Vavasour ווסור Vavilov ואווילוב Vavá ואוה Vawkavysk וולקוביסק Vax וקס Vayakhel פרשת ויקהל Vaychi פרשת ויחי Vayeira פרשת וירא Vayelech פרשת וילך Vayeshev פרשת וישב Vayetze פרשת ויצא Vaygach וייגאץ' Vaygach Island וייגאץ' Vayigash פרשת ויגש Vayikra פרשת ויקרא Vayishlach פרשת וישלח Vayoel Moshe ויואל משה Vazgen I ואזגן הראשון Vazgen Sargsyan ואזגן סרקיזיאן Vazha-Pshavela וז'ה פשבלה Vbooy57 הדיוויזיה המוטסת ה-101 רגימנט 506 פלוגה ה' Vcelloho/Miss Twin Peaks מיס אמריקה Vcohen משתמש:Vcohen Ve В Ve ﭪ Vecon ויקון Vector וקטור Vector נשא Vector Laplacian לפלסיאן#הלפלסיאן הווקטורי Vector bundle אגד וקטורי Vector calculus אנליזה וקטורית Vector calculus קטגוריה:אנליזה וקטורית Vector field שדה וקטורי Vector graphics גרפיקה וקטורית Vector graphics editors קטגוריה:תוכנות לעיבוד תמונה וקטורית Vector potential פוטנציאל וקטורי Vector space מרחב וקטורי Vedad Ibišević ודאד איבישביץ' Vedanga ודאנגה Vedanta ודאנטה Vedas ודות Vedem ודם Vedius Pollio ודיוס פוליו Vedran Ćorluka ודראן צ'ורלוקה Veduta ודוטה Veenendaal פייננדאל Veep ויפ Vega וגה Vega Sicilia וגה סיסיליה Vega program תוכנית וגה Veganarchism אנרכו-טבעונות Veganism טבעונות Veganism קטגוריה:טבעונות Vegaøyan ארכיפלג וגה Vegetable ירק Vegetable farming גידול ירקות Vegetables קטגוריה:ירקות Vegetarian finch פרוש עב-מקור צמחוני Vegetarianism צמחונות Vegetarianism קטגוריה:צמחונות Vegetation צומח Vegetative reproduction רבייה וגטטיבית Vehicle אמצעי תחבורה Vehicle insurance ביטוח רכב Vehicle registration plate לוחית רישוי Vehicle safety technology טכנולוגיות בטיחות ברכב Vehicles קטגוריה:כלי רכב Vehicles by period קטגוריה:כלי רכב לפי שנת השקה Vehicles by year of introduction קטגוריה:דגמי מכוניות לפי שנת השקה Vehicles introduced in 1908 קטגוריה:דגמי מכוניות שהושקו ב-1908 Vehicles introduced in 1929 קטגוריה:דגמי מכוניות שהושקו ב-1929 Vehicles introduced in 1934 קטגוריה:דגמי מכוניות שהושקו ב-1934 Vehicles introduced in 1935 קטגוריה:דגמי מכוניות שהושקו ב-1935 Vehicles introduced in 1938 קטגוריה:דגמי מכוניות שהושקו ב-1938 Vehicles introduced in 1939 קטגוריה:דגמי מכוניות שהושקו ב-1939 Vehicles 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Veil of ignorance מסך הבערות Veiled chameleon זיקית תימנית Vein וריד Veins קטגוריה:ורידים Veit Harlan פייט הרלן Veitel-Heine Ephraim פייטל היינה אפרים Vektor וקטור Vektor R4 R4 Vel' d'Hiv Roundup גירוש היהודים מפריז Vela מפרש Vela קטגוריה:קבוצת הכוכבים מפרש Vela Incident תקרית ולה Velafrons ולפרונס Velar תבנית:וילוני Velar consonant עיצורים וילוניים Velar ejective מסודק עיצור וילוני Velarization עיצורים מוולניים Velcro צמדן Velebit ולביט Veles ולס Veli Karahoda ולי קרהודה Velia אליאה Velika Kladuša וליקה קלדושה Veliki Preslav פרסלב Veliko Tarnovo וליקו טרנובו Veliko Tarnovo Province וליקו טרנובו Veliky Novgorod נובגורוד Velimir Khlebnikov ולימיר חלבניקוב Velimir Stjepanović ולימיר סטיפנוביץ' Velingrad ולינגראד Velites וליטים Velizh וליז' Veljko Kadijević ולקו קאדייביץ' Veljo Tormis וליו טורמיס Velociraptor ולוצירפטור Velocity מהירות Velocity קטגוריה:מהירות Velocity-addition formula חיבור מהירויות Velodrome ולודרום Velodromes קטגוריה:ולודרומים Velouté sauce רוטב ולוטה Veltins-Arena פלטינס ארנה Velvel Pasternak ולוול פסטרנק Velvel Zbarjer ולוול זבארז'ר Velvet קטיפה Velvet Revolution מהפכת הקטיפה Velvet Revolver ולווט ריבולבר Velvet spider סרבולניים Velyka Mykhailivka גרוסולובה Velyki Mosty מוסטי ויילקיה Vena contracta ונה קונטרקטה Venad ונאד Venado Tuerto ונדו טוארטו Venae cavae וריד נבוב Venafro ונאפרו Venantius Fortunatus ונאנטיוס פורטונאטוס Venceslau Brás ונססלאו בראז Venda ונדה Vendetta ונדטה Vending machine אוטומט מכירות Vendée ונדה Venedikt Yerofeyev ונדיקט ירופייב Venera תוכנית ונרה Venera 1 ונרה 1 Venera 11 ונרה 11 Venera 2 ונרה 2 Venera 3 ונרה 3 Venera 4 ונרה 4 Venera 5 ונרה 5 Venera 6 ונרה 6 Venera 7 ונרה 7 Venera program קטגוריה:תוכנית ונרה Venera-D ונרה D Veneration of the dead פולחן מתים Venereology רפואת מין Venerius the Hermit ונריוס המתבודד Veneti ונטים Venetian Arsenal ארסנאלה Venetian Ghetto הגטו היהודי בוונציה Venetian Lagoon לגונת ונציה Venetian School האסכולה הוונציאנית Venetian School קטגוריה:מלחיני האסכולה הוונציאנית Venetian language ונטית Venetian painters קטגוריה:ציירים ונציאנים Venetian school האסכולה הוונציאנית VenetianPrincess ונישיאן פרינסס Venetic language ונטית Veneto ונטו Veneto קטגוריה:ונטו Venezia ונציה Venezia Santa Lucia railway station תחנת ונציה סנטה לוצ'יה Venezuela ונצואלה Venezuela קטגוריה:ונצואלה Venezuela Coro קורו Venezuela Symphony Orchestra התזמורת הסימפונית של ונצואלה Venezuela at the Olympics ונצואלה במשחקים האולימפיים Venezuela at the Paralympics ונצואלה במשחקים הפאראלימפיים Venezuela national basketball team נבחרת ונצואלה בכדורסל Venezuela national football team נבחרת ונצואלה בכדורגל Venezuela squad 2015 Copa América תבנית:נבחרת ונצואלה בקופה אמריקה 2015 Venezuela templates קטגוריה:תבניות ניווט - ונצואלה Venezuela women's national football team נבחרת ונצואלה בכדורגל נשים Venezuelan actors קטגוריה:שחקני קולנוע וטלוויזיה ונצואלים Venezuelan baseball players קטגוריה:שחקני בייסבול ונצואלים Venezuelan beauty pageant winners קטגוריה:זוכות מיס ונצואלה Venezuelan bolívar בוליבר ונצואלי Venezuelan cuisine המטבח הוונצואלי Venezuelan cuisine קטגוריה:המטבח הוונצואלי Venezuelan culture קטגוריה:ונצואלה: תרבות Venezuelan footballers קטגוריה:כדורגלנים ונצואלים Venezuelan general strike of 2002–03 השביתה הכללית בוונצואלה Venezuelan music קטגוריה:מוזיקה ונצואלית Venezuelan musicians קטגוריה:מוזיקאים ונצואלים Venezuelan people קטגוריה:ונצואלים Venezuelan politicians קטגוריה:פוליטיקאים ונצואלים Venezuelan red howler שאגן אדום ונצואלי Venezuelan sportspeople קטגוריה:ספורטאים ונצואלים Veniamin Kagan וניאמין קגן Venice ונציה Venice קטגוריה:ונציה Venice Biennale הביאנלה של ונציה Venice Castello קסטלו Venice Charter אמנת ונציה Venice Church of San Polo סן פולו די ונציה Venice Church of Tolentini טולנטיני Venice Commission ועדת ונציה Venice Declaration הצהרת ונציה Venice Film Festival פסטיבל הסרטים של ונציה Venice International University האוניברסיטה הבינלאומית בוונציה Venice Marco Polo Airport נמל התעופה הבינלאומי ונציה מרקו פולו Venice Palazzi Barbaro פאלאצי בארבארו Venice Palazzo Barbarigo פאלאצו בארבאריגו Venice People Mover המונורייל של ונציה Venice San Salvador כנסיית סן סלבדור Venice San Samuele סן סמואלה Venice San Zaccaria כנסיית סן זכריה Venice Santa Maria dei Miracoli סנטה מריה דיי מיראקולי Venice of the North ונציה של הצפון Venizelos וניזלוס Venkatraman Ramakrishnan ונקטרמן רמאקרישנן Venlafaxine ונלפאקסין Venlo ונלו Venn diagram דיאגרמת ון Venom ארס Venom ונום Venona project מסמכי וינונה Venosa ונוסה Venous thrombosis פקקת ורידים Ventidius Cumanus ונטידיוס קומאנוס Ventral tegmental area הטגמנטום הגחוני Ventricular fibrillation פרפור חדרים Ventricular septal defect פגם במחיצה הבין-חדרית Ventricular system חדרי המוח Ventricular tachycardia טכיקרדיה חדרית Ventriloquism פיתומות Ventriloquist הפיתום Ventsislav Hristov ונטסיסלאב חריסטוב Ventspils ונטספילס Ventura ונטורה Venture capital קטגוריה:הון סיכון Venture capital קרן הון סיכון Venture capitalists קטגוריה:משקיעי הון סיכון Venturi effect עקרון ונטורי Venues of the 2008 Summer Olympics אתרי אולימפיאדת בייג'ינג Venus ונוס Venus נוגה Venus קטגוריה:נוגה Venus Express ונוס אקספרס Venus Williams ונוס ויליאמס Venus de Milo ונוס ממילו Venus effect אפקט ונוס Venus figurines צלמית ונוס Venus figurines קטגוריה:צלמיות ונוס Venus flytrap דיונאה Venus in Furs ונוס בפרווה Venus of Berekhat Ram ונוס מברכת רם Venus of Laussel ונוס מלוסל Venus of Urbino ונוס מאורבינו Venus of Willendorf ונוס מווילנדורף Venus symbol סמלה של ונוס Venustas 12/December 13 2010 Selected Anniversaries/ תבנית:היום בהיסטוריה 13 בדצמבר Venustas 12/December 13 2010 Selected Anniversaries/December 13 תבנית:היום בהיסטוריה 13 בדצמבר Venustas 12/December 13 2010/DYK תבנית:הידעת? Venustas 12/December 14 2010 Selected Anniversaries/ תבנית:היום בהיסטוריה 14 בדצמבר Venustas 12/December 14 2010/DYK תבנית:הידעת? Venustas 12/December 15 2010 Selected Anniversaries/ תבנית:היום בהיסטוריה 15 בדצמבר Venustas 12/December 15 2010/DYK תבנית:הידעת? Venustas 12/December 16 2010 Selected Anniversaries/ תבנית:היום בהיסטוריה 16 בדצמבר Venustas 12/December 16 2010/DYK תבנית:הידעת? Venustas 12/December 17 2010 Selected Anniversaries/ תבנית:היום בהיסטוריה 17 בדצמבר Venustas 12/December 17 2010/DYK תבנית:הידעת? Venustiano Carranza ונוסטיאנו קאראנסה Vera ורה Vera Alentova ורה אלנטובה Vera Drake וירה דרייק Vera Farmiga ורה פרמיגה Vera Inber ורה אינבר Vera Kholodnaya ורה חולודנאיה Vera Krepkina ורה קרפקינה Vera Lynn ורה לין Vera Maretskaya ורה מרצקאיה Vera Menchik ורה מנצ'יק Vera Miles ורה מיילס Vera Mukhina ורה מוחינה Vera Rubin ורה רובין Vera Wang ורה וונג Vera Weizmann ורה ויצמן Vera Zasulich ורה זסוליץ' Vera Zvonareva ורה זבונרבה Veracruz וראקרוס Verapamil וראפאמיל Veraudunus וראודונוס Verb פועל Verbal abuse אלימות מילולית Verbal arithmetic אותיות ומספרים Verbascum בוצין Verbeia ורביה Verbenaceae ורבניים Verbenaceae קטגוריה:ורבניים Verbotene Liebe אהבה אסורה Vercelli Synagogue בית הכנסת המשוחזר בוורצ'לי Vercingetorix ורקינגטוריקס Verdala Palace ארמון ורדאלה Verdi ורדי Verdi operas תבנית:אופרות של ורדי Verdict פסק דין Verdina Shlonsky ורדינה שלונסקי Verdon Gorge קניון ורדון Verdun ורדן Vered ורד Vered Borochovski ורד בורוכובסקי Vered Buskila ורד בוסקילה Vered Hagalil ורד הגליל Vered Tochterman ורד טוכטרמן Vered Yeriho ורד יריחו Vergina ורגינה Vergina Sun שמש ורגינה Veria וריה Veria F.C. וריה Veria F.C. players קטגוריה:כדורגלני וריה Verification אימות Verifone וריפון Veriko Anjaparidze וריקו אנג'פרידזה Verilog Verilog Verismo וריזמו Veritas Aeterna/Draft Legacy of Ashes מורשת של אפר Veritas vos liberabit Veritas vos liberabit Verizon Center ורייזון סנטר Verizon Communications ורייזון תקשורת Verkhnyadzvinsk ורחניאדזבינסק Verkhovna Rada הראדה העליונה Verkhovyna ורחובינה Verkhoyansk ורחויאנסק Verla ורלה Vermeer Quartet רביעיית ורמיר Vermeil Room חדר הזהב Vermiculite ורמיקוליט Vermilion flycatcher ורמיליון Vermont ורמונט Vermont קטגוריה:ורמונט Vermont תבנית:ורמונט Vermont Brattleboro ברטלבורו Vermont Burlington ברלינגטון Vermont Montpelier מונטפלייר Vermont Mozart Festival פסטיבל מוצרט של ורמונט Vermont Republic רפובליקת ורמונט Vermont State House בית המדינה של מדינת ורמונט Vermouth ורמוט Vern Mikkelsen ורן מיקלסן Verna Felton ורנה פלטון Vernacular architecture בנייה ורנקולרית Vernal pool שלולית חורף Vernam cipher עריכת צופן Verne Troyer ורן טרויר Verner Panton ורנר פנטון Verner von Heidenstam ורנר פון היידנסטם Vernon Duke ורנון דיוק Vernon Smith ורנון סמית' Vernor Vinge ורנור וינג'י Verona ורונה Verona קטגוריה:ורונה Verona Arena הארנה של ורונה Veronese surface משטח ורונזה Veronica ורוניקה Veronica Campbell-Brown ורוניקה קמפבל-בראון Veronica Kedar רוני קידר Veronica Lake ורוניקה לייק Veronica Mars ורוניקה מארס Veronica Porumbacu ורוניקה פורומבקו Veronica Roth ורוניקה רות' Veronidae שתמש:Veronida Veronika Decides to Die ורוניקה מחליטה למות Veronika Vitenberg ורוניקה ויטנברג Verrazano–Narrows Bridge גשר וראזאנו נארוז Verreaux's eagle עיט שחור Verreaux's eagle-owl אוח וראוקס Versace ורסצ'ה Versailles קטגוריה:ורסאי Versailles wedding hall disaster אסון אולמי ורסאי Version control ניהול גרסאות Version control systems קטגוריה:מערכות ניהול גרסאות Versions of the Doctor.jpg קובץ:11doctors.jpg Versoix ורסואה Versor ורסור Verst ורסטה Versus the World Versus the World Vert ור Vertebra חוליה Vertebral column עמוד השדרה Vertebral column disorders קטגוריה:מחלות עמוד שדרה Vertebrate בעלי חוליות Vertebrates קטגוריה:בעלי חוליות Vertex צומת Vertex קודקוד Vertex cover בעיית כיסוי קודקודים Vertical angles זוויות קודקודיות Vertical bar קו ניצב Vertical direction אנכיות Vertical farming גינון אנכי Vertical integration אינטגרציה אנכית Vertical launching system מערכת שיגור אנכי Vertical tangent משיק אנכי Vertical transport devices קטגוריה:אמצעי העברה אנכיים Vertical wind tunnel מנהרת רוח אנכית Vertical-lift bridge גשר מעלית Verticillium wilt דוררת Vertigo DC Comics#שנות ה-90 Vertigo ורטיגו Vertigo titles קטגוריה:ורטיגו קומיקס Verus ורוס Verve Verve Verve Records ורב רקורדס Vervet monkey קוף ורווט Verwaltung מנהל עסקים Very Bad Things עד החתונה זה יעבור Very Large Telescope הטלסקופ הגדול מאוד Very important person אישיות חשובה מאוד Very large תבנית:פיצול קטגוריה Very-large-scale integration VLSI Verykinky/sandbox רוברט דה נירו Verzetsmuseum מוזיאון המחתרת ההולנדית Veselin Topalov וסלין טופאלוב Vesica piscis וסיקה פיסקיס Vesicle בועית Vesicovaginal fistula פיסטולה בין השופכן לנרתיק Vesko Eschkenazy וסקו אשכנזי Vespa וספה Vespa 400 וספה 400 Vespasian אספסיאנוס Vesper וספר Vesper bat נשפוניים Vesper bats קטגוריה:נשפוניים Vespertine Vespertine Vespidae קטגוריה:צרעיים Vespula germanica צרעה גרמנית Vessel Vessel Vesta וסטה Vestal Virgin בתולה וסטלית Vesti וסטי Vestibular system מערכת שיווי המשקל Vestibulocochlear nerve עצב השמיעה ושיווי המשקל Vestmannaeyjar וסטמאנאאיאר Vesuvianite וזוביאניט Vesyolye Rebyata וסיוליה רביאטה Veszprém וספרם Veszprém County וספרם Veterans Day יום הווטרנים Veterinarians קטגוריה:וטרינרים Veterinary medicine קטגוריה:וטרינריה Veterinary medicine רפואה וטרינרית Veterinary physician וטרינר Veteris וטריס Veto וטו Vetovo וטובו Veturia וטוריה Veuve Clicquot וו קליקו Vevey ווה Vevey קטגוריה:ווה Vevo Vevo Vevčani ובצ'אני Vexillological templates קטגוריה:תבניות ניווט - דגלים Vexillology וקסילולוגיה Vexillology קטגוריה:וקסילולוגיה Vezina Trophy גביע וזינה VfB Stuttgart שטוטגרט VfB Stuttgart managers קטגוריה:מאמני שטוטגרט VfB Stuttgart players קטגוריה:כדורגלני שטוטגרט VfL Bochum בוכום VfL Bochum managers קטגוריה:מאמני בוכום VfL Bochum players קטגוריה:כדורגלני בוכום VfL Osnabrück אוסנבריק VfL Osnabrück players קטגוריה:כדורגלני אוסנבריק VfL Wolfsburg וולפסבורג VfL Wolfsburg managers קטגוריה:מאמני וולפסבורג VfL Wolfsburg players קטגוריה:כדורגלני וולפסבורג VfR Aalen ו.פ.ר. אאלן Vgaviria Boids Vi Vi Vi Hart וי הארט Via Augusta ויה אוגוסטה Via Condotti ויה קונדוטי Via Dolorosa ויה דולורוזה Via Egnatia ויה אגנטיה Via Flaminia ויה פלמיניה Via Giulia ויה ג'וליה Via Labicana Augustus אוגוסטוס מוויה לביקנה Via Maris דרך הים Via Panisperna boys הבחורים מוויה פניספרנה Via Sacra ויה סקרה Via Veneto ויה ונטו Via dei Fori Imperiali ויה דיי פורי אימפריאלי Via del Corso ויה דל קורסו Viacheslav Fetisov ויאצ'סלב פטיסוב Viacheslav Ragozin ויאצ'סלאב רגוזין Viacom ויאקום Viacom Media Networks קטגוריה:MTV Viatcheslav Ekimov ויאצ'סלב יקימוב Viatcheslav Moshe Kantor משה קנטור Vibe וייב Vibe Tribe Vibe Tribe Vibeke Stene ויבקה סטנה Viber Viber Vibo Valentia ויבו ולנטיה Viborg FF ויבורג Vibraphone ויברפון Vibration תורת התנודות Vibrato ויברטו Vibrator ויברטור Vibrio cholerae Vibrio cholerae Viburnum מורן Viburnum tinus מורן החורש Vic Akers ויק אייקרס Vic Groves ויק גרובס Vic Tayback ויק טייבאק Vic Wild ויק ויילד Vicar ויקאר Vicarage Road ויקארג' רואד Vicarious liability אחריות שילוחית ואחריות מעביד Vice Chairman of the Joint Chiefs of Staff סגן יושב ראש המטות המשולבים Vice Presidency of the United States קטגוריה:סגנות נשיאות ארצות הברית Vice President of Egypt סגן נשיא מצרים Vice President of the United States סגן נשיא ארצות הברית Vice Presidents of Egypt קטגוריה:סגני נשיאי מצרים Vice Presidents of Russia קטגוריה:סגני נשיא רוסיה Vice Presidents of the United States קטגוריה:סגני נשיאי ארצות הברית Vice president סגן נשיא Vice presidents קטגוריה:סגני נשיאים Vice-Presidents of Argentina קטגוריה:סגני נשיאי ארגנטינה Vice-Presidents of Brazil קטגוריה:סגני נשיאי ברזיל Vice-city-cover.jpg קובץ:Vcbox.jpg Vicente Aleixandre ויסנטה אליכסנדרה Vicente Calderón Stadium אצטדיון ויסנטה קלדרון Vicente Espinel ויסנטה אספינל Vicente Feola ויסנטה פאולה Vicente Ferreira Pastinha מסטרה פסטיניה Vicente Fox ויסנטה פוקס Vicente Guaita ויסנטה גואיטה Vicente Iborra ויסנטה איבורה Vicente López y Planes ויסנטה לופס אי פלאנס Vicente Piera ויסנס פיירה Vicente del Bosque ויסנטה דל בוסקה Vicente116/microsleep שינה זעירה Vicenza ויצ'נצה Vicenza Calcio ויצ'נצה Vicenza Calcio players קטגוריה:כדורגלני ויצ'נצה Viceroy משנה למלך Viceroyalties קטגוריה:מלכויות משנה באמריקה הספרדית Viceroyalty of Brazil מדינת ברזיל Viceroyalty of New Granada מלכות המשנה של גרנדה החדשה Viceroyalty of Peru מלכות המשנה של פרו Viceroyalty of the Caucasus מלכות המשנה של הקווקז Viceroyalty of the Río de la Plata מלכות המשנה של ריו דה לה פלטה Viceroys in Australia קטגוריה:מושלי מדינות אוסטרליה Viceroys of India קטגוריה:המשנה למלך הודו Vices & Virtues Vices & Virtues Vichy וישי Vichy France צרפת של וישי Vichy France קטגוריה:צרפת של וישי Vichy anti-Jewish legislation חוק מעמד היהודים Vichyssoise וישיסואז Vicia בקיה Vicia ervilia בקית הכרשינה Vicia faba פול Vicia villosa בקיה שעירה Vicious Delicious Vicious Delicious Vickers K machine gun מקלע ויקרס K Vickers Type 264 Valentia ויקרס ולנטיה Vickers Vildebeest ויקרס וילדביסט Vickers Wellington ויקרס ולינגטון Vickers hardness test שיטת ויקרס Vickers machine gun מקלע ויקרס Vicki Baum ויקי באום Vicki Shiran ויקי שירן Vickrey auction מכרז מחיר שני Vickrey–Clarke–Groves auction מכרז Vickrey-Clarke-Groves Vicky Cristina Barcelona ויקי כריסטינה ברצלונה Vicky Leandros ויקי לאנדרוס Vicky Peretz ויקי פרץ Vico Torriani ויקו טוריאני Vicor חיפושית Victim blaming האשמת הקורבן Victimless crime פשע ללא קרבן Victimology ויקטימולוגיה Victims of Acts of Terror Memorial אנדרטת חללי פעולות האיבה והטרור בישראל Victims of Communism Memorial האנדרטה לזכר קורבנות הקומוניזם בוושינגטון Victims of anti-LGBT hate crimes קטגוריה:קורבנות של אלימות כלפי להט"ב Victims of antisemitic violence קטגוריה:קורבנות של אנטישמיות Victims of aviation accidents or incidents קטגוריה:הרוגי תאונות אוויריות Victims of the Munich massacre קטגוריה:חללי אולימפיאדת מינכן Victims of the Night of the Long Knives קטגוריה:קרבנות ליל הסכינים הארוכות Victims of the RMS Titanic קטגוריה:הרוגי הטיטניק Victor ויקטור Victor Adler ויקטור אדלר Victor Alexander ויקטור אלכסנדר Victor Alter ויקטור אלטר Victor Ambartsumian ויקטור אמברצומיאן Victor Babeș ויקטור באבש Victor Batarseh ויקטור בטארסה Victor Bodson ויקטור בודסון Victor Borge ויקטור בורגה Victor Brailovsky ויקטור בריילובסקי Victor Brauner ויקטור בראונר Victor Buono ויקטור בונו Victor Campbell ויקטור קמפבל Victor Ciorbea ויקטור צ'ורביה Victor Cordonnier ויקטור לואי קורדונייה Victor Davis ויקטור דייוויס Victor Dolidze ויקטור דולידזה Victor Emmanuel ויטוריו אמנואלה Victor Emmanuel II of Italy מלך איטליה ויטוריו אמנואלה השני Victor Emmanuel III of Italy מלך איטליה ויטוריו אמנואלה השלישי Victor Fleming ויקטור פלמינג Victor Francis Hess ויקטור הס Victor Franke ויקטור פרנקה Victor Frankenstein ויקטור פרנקנשטיין Victor Fuchs ויקטור פוקס Victor Garber ויקטור גרבר Victor Grignard ויקטור גריניאר Victor Guérin ויקטור גרן Victor Herbert ויקטור הרברט Victor Horta ויקטור הורטה Victor Hugo ויקטור הוגו Victor Ikpeba ויקטור איקפבה Victor Kahn ויקטור קאהן Victor Kandinsky ויקטור קנדינסקי Victor Khryapa ויקטור חריאפה Victor Klemperer ויקטור קלמפרר Victor Kraft ויקטור קראפט Victor Kugler ויקטור קוגלר Victor Leandro Bagy ויקטור ליאנדרו באז'י Victor Louis ויקטור לואיס Victor Lustig ויקטור לוסטיג Victor Mancha ויקטור מנצ'ה Victor McLaglen ויקטור מקלגלן Victor Merey ויקטור מרעי Victor Mikhalevski ויקטור מיכלבסקי Victor Moses ויקטור מוזס Victor Neumann ויקטור נוימן Victor Obinna ויקטור אובינה Victor Oladipo ויקטור אולדיפו Victor Ostrovsky ויקטור אוסטרובסקי Victor Pelevin ויקטור פלווין Victor Perez ויקטור פרץ Victor Ponta ויקטור פונטה Victor Serge ויקטור סרג' Victor Shem-Tov ויקטור שם-טוב Victor Stănculescu ויקטור סטנקולסקו Victor Talking Machine Company ויקטור טוקינג משין Victor Tayar ויקטור תייר Victor Tcherikover אביגדור צ'ריקובר Victor Turner ויקטור טרנר Victor Vasarely ויקטור וסרלי Victor Vroom ויקטור ורום Victor Wahltuch ויקטור ולטוך Victor Wanyama ויקטור ווניאמה Victor Wooten ויקטור ווטן Victor Young ויקטור יאנג Victor Zilberman ויקטור זילברמן Victor de Sabata ויקטור דה סאבאטה Victor of Aveyron ויקטור מאוורון Victor/Victoria ויקטור ויקטוריה Victoria ויקטוריה Victoria מכתש ויקטוריה Victoria קטגוריה:ויקטוריה Victoria Abril ויקטוריה אבריל Victoria Affair מבצע חוק ברזל Victoria Azarenka ויקטוריה אזרנקה Victoria Beckham ויקטוריה בקהאם Victoria Cross צלב ויקטוריה Victoria Day יום ויקטוריה Victoria Embankment רציף ויקטוריה Victoria Falls מפלי ויקטוריה Victoria Falls Airport נמל התעופה הבינלאומי מפלי ויקטוריה Victoria Falls Bridge גשר מפלי ויקטוריה Victoria Ferntree Gully פרנטרי גלי Victoria Hamilton ויקטוריה המילטון Victoria Harbour נמל ויקטוריה Victoria Hislop ויקטוריה היסלופ Victoria Island ויקטוריה Victoria Justice ויקטוריה ג'סטיס Victoria Land אדמת ויקטוריה Victoria Libertas Pesaro סקאבוליני פזארו Victoria Libertas Pesaro players קטגוריה:כדורסלני סקאבוליני פזארו Victoria Nuland ויקטוריה נולנד Victoria Palace ארמון ויקטוריה Victoria Peak פסגת ויקטוריה Victoria Peak קטגוריה:פסגת ויקטוריה Victoria Peak Garden גן פסגת ויקטוריה Victoria Pendleton ויקטוריה פנדלטון Victoria Principal ויקטוריה פרינסיפל Victoria Sandell Svensson ויקטוריה סוונסון Victoria St Kilda סנט קילדה Victoria Stadium אצטדיון ויקטוריה גיברלטר Victoria Strait מצר ויקטוריה Victoria Torquay טורקי Victoria Tower מגדל ויקטוריה Victoria Tower Gardens גני מגדל ויקטוריה Victoria Tullamarine טולהמרין Victoria University of Manchester אוניברסיטת ויקטוריה של מנצ'סטר Victoria Veinberg Filanovsky טורי פילנובסקי Victoria Woodhull ויקטוריה וודהול Victoria amazonica ויקטוריה מלכותית Victoria and Albert Museum מוזיאון ויקטוריה ואלברט Victoria de los Ángeles ויקטוריה דה לוס אנחלס Victoria station תחנת ויקטוריה Victoria's Secret ויקטוריה'ס סיקרט Victorian era התקופה הוויקטוריאנית Victorian era קטגוריה:התקופה הוויקטוריאנית Victoriano Huerta ויקטוריאנו ורטה Victorinox ויקטורינוקס Victorious ויקטוריוס Victory Victory Victory ויקטורי Victory ניצחון Victory Day יום הניצחון Victory Day יום הניצחון בחבר המדינות Victory Medal מדליית הניצחון במלחמת העולם הראשונה Victory Monument in Netanya אנדרטת הניצחון בנתניה Victory Songs Victory Songs Victory Stele of Naram-Sin האסטלה של נרם-סין Victory in Europe Day יום הניצחון באירופה Victory over Japan Day יום הניצחון על יפן Victory stele of Esarhaddon אסטלת הניצחון של אסרחדון Victuallers משתמש:Victuallers Vicugna ויקוניה Vicuña ויקוניה מצויה Vidal וידאל Vidal Sassoon וידאל ששון Vidal Sassoon International Center for the Study of Antisemitism המרכז הבינלאומי לחקר האנטישמיות ע"ש וידאל ששון Vidal of Tolosa וידאל די טולוזא Video וידאו Video קטגוריה:וידאו Video 2000 וידאו 2000 Video Cassette Recording VCR Video Game High School משתמש:AmitayAbudy/Video Game High School Video Killed the Radio Star Video Killed the Radio Star Video Phone Video Phone Video art וידאו ארט Video art קטגוריה:וידאו ארט Video artists קטגוריה:אמני וידאו ארט Video capture לכידת וידאו Video card כרטיס גרפי Video coding format קידוד וידאו Video content analysis גילוי תנועה בווידאו Video editing עריכת וידאו Video editing software קטגוריה:תוכנות עריכת וידאו Video formats קטגוריה:תקני וידאו Video game משחק וידאו Video game characters קטגוריה:דמויות ממשחקי וידאו Video game companies קטגוריה:חברות משחקי וידאו Video game console קונסולת משחקים Video game console templates קטגוריה:תבניות ניווט - היסטוריית קונסולות המשחקים Video game consoles קטגוריה:קונסולות משחקים Video game culture קטגוריה:תרבות משחקי הווידאו Video game development קטגוריה:פיתוח משחקי וידאו Video game development software קטגוריה:תוכנות ליצירת משחקים Video game franchises קטגוריה:סדרות משחקי וידאו Video game genre תבנית:סוגות משחקי וידאו Video game genres קטגוריה:סוגות משחקי וידאו Video game hardware קטגוריה:חומרת משחקי וידאו Video game platforms קטגוריה:פלטפורמות משחקי וידאו Video game templates קטגוריה:תבניות ניווט - משחקי מחשב Video games קטגוריה:משחקי וידאו Video games by genre קטגוריה:משחקי וידאו לפי סוגה Video games by platform קטגוריה:משחקי וידאו לפי פלטפורמת משחק Video games by year קטגוריה:משחקי וידאו לפי שנים Video games developed in Israel קטגוריה:משחקי וידאו שפותחו בישראל Video hosting קטגוריה:וידאו באינטרנט Video hosting service שיתוף וידאו באינטרנט Video installation מיצב וידאו Video on demand וידאו על פי דרישה Video rental shop ספריית וידאו Video software קטגוריה:תוכנות וידאו Video storage formats תבנית:פורמטי אחסון וידאו VideoLAN VideoLAN Videocassette recorder וידאו טייפ Videoconferencing ועידת וידאו Videodisc וידאודיסק Videodrome וידאודרום Videofilm International וידאופילם אינטרנשיונל Videoton FC וידאוטון Videoton FC managers קטגוריה:מאמני וידאוטון Videoton FC players קטגוריה:כדורגלני וידאוטון Vidiian וידיאנים Vidin וידין Vidin Province וידין Vidkun Quisling וידקון קוויזלינג Vidor וידור Viduidae אלמנתיים Viduklė וידוקלה Viedma ויידמה Viedma Glacier קרחון ויידמה Viedma Lake אגם ויידמה Viekšniai וקשנה Vien וין Vien קהילת וויען Vienna וינה Vienna קטגוריה:וינה Vienna Boys' Choir מקהלת הנערים של וינה Vienna Circle החוג הווינאי Vienna Convention אמנת וינה Vienna Convention for the Protection of the Ozone Layer אמנת וינה 1985 Vienna Convention on Consular Relations אמנת וינה בדבר יחסים קונסולריים Vienna Convention on Diplomatic Relations אמנת וינה בדבר יחסים דיפלומטיים Vienna Convention on Road Signs and Signals ועדת וינה לתקנון תמרורים Vienna Convention on Road Traffic אמנת וינה בנושא תעבורה בדרכים Vienna Convention on the Law of Treaties אמנת וינה 1969 Vienna Game משחק וינה Vienna Genesis ספר בראשית Vienna International Airport נמל התעופה הבינלאומי וינה-שווכאט Vienna Konzerthaus הקונצרטהאוס של וינה Vienna New Year's Concert קונצרט השנה החדשה בווינה Vienna Philharmonic התזמורת הפילהרמונית של וינה Vienna Radio Symphony Orchestra תזמורת רדיו וינה Vienna Rathaus בית העירייה Vienna Ring Road רינגשטראסה Vienna Secession זצסיון Vienna St. Stephen's Cathedral קתדרלת סטפנוס הקדוש Vienna Standard Mean Ocean Water VSMOW Vienna State Opera האופרה של וינה Vienna Symphony התזמורת הסימפונית של וינה Vienna U-Bahn הרכבת התחתית של וינה Vienna University of Music and Performing Arts האוניברסיטה למוזיקה ואמנויות הבמה של וינה Vienna Volksoper פולקסאופר של וינה Vienna Votive Church ווטיפקירכה Vienna coup Vienna Coup Vienna sausage נקניקייה Vienne ויין Viennese coffee house בית קפה וינאי Vientiane ויינטיאן Viet Cong וייטקונג Viet Minh וייט מין Vieta's formulas נוסחאות ויאטה Vietnam וייטנאם Vietnam קטגוריה:וייטנאם Vietnam Airlines וייטנאם איירליינס Vietnam Good Morning וייטנאם בוקר טוב Vietnam Veterans Memorial אנדרטת מלחמת וייטנאם Vietnam War מלחמת וייטנאם Vietnam War קטגוריה:מלחמת וייטנאם Vietnam War films קטגוריה:סרטי מלחמת וייטנאם Vietnam Women's Memorial אנדרטת הלוחמות במלחמת וייטנאם Vietnam at the Olympics וייטנאם במשחקים האולימפיים Vietnam at the Paralympics וייטנאם במשחקים הפאראלימפיים Vietnam national basketball team נבחרת וייטנאם בכדורסל Vietnam national football team נבחרת וייטנאם בכדורגל Vietnam templates קטגוריה:תבניות ניווט - וייטנאם Vietnamese Wikipedia ויקיפדיה הווייטנאמית Vietnamese cuisine המטבח הווייטנאמי Vietnamese cuisine קטגוריה:המטבח הווייטנאמי Vietnamese culture קטגוריה:וייטנאם: תרבות Vietnamese language וייטנאמית Vietnamese people וייטנאמים Vietnamese people קטגוריה:וייטנאמים View from the Window at Le Gras נוף מחלון בלה-גרא View of Delft נוף העיר דלפט View-Master ויו-מאסטר View-through rate שיעור צפייה ViewSonic ויוסוניק Viewable Impression שיווק באינטרנט Viewfromthepeak/toledo טולדו Vigan ויגאן Vigdís Finnbogadóttir ויגדיס פינבוגדוטיר Vigenère cipher צופן ויז'נר Vigesimal בסיס ויגסימלי Vigevano ויג'באנו Viggo Brun ויגו ברון Viggo Kampmann ויגו קמפמן Viggo Mortensen ויגו מורטנסן Vigil of the Princes משמר הנסיכים Vigintisexviri ויגינטיסקסווירי Vigo ויגו Viguen ויגן דרדריאן Vija Artmane ויה ארטמנה Vijayanagara Empire אימפריית ויג'איאנגר Vijayawada ויג'יאוואדה Vik Muniz ויק מוניז Vikas Swarup ויקאס סווארופ Vikash Dhorasoo ויקאש דוראסו Viking הוויקינג Viking ויקינג Viking ויקינגים Viking 1 ויקינג 1 Viking 2 ויקינג 2 Viking Age התקופה הוויקינגית Viking Eggeling ויקינג אגלינג Viking FK מועדון הכדורגל וייקינג Viking FK players קטגוריה:כדורגלני וייקינג Viking metal ויקינג מטאל Viking program תוכנית ויקינג Viking ships ספינה ויקינגית Vikings ויקינגים Vikings קטגוריה:ויקינגים Vikiçizer משתמש:Vikiçizer Vikram Sarabhai ויקראם סאראבהאי Vikram Seth ויקרם סת Viktor Abakumov ויקטור אבאקומוב Viktor Ahn ויקטור אן Viktor Barannikov ויקטור בראניקוב Viktor Barna ויקטור ברנה Viktor Belenko ויקטור בלנקו Viktor Bout ויקטור בוט Viktor Brack ויקטור בראק Viktor Bromer ויקטור ברומר Viktor Chanov ויקטור צ'אנוב Viktor Chernomyrdin ויקטור צ'רנומירדין Viktor Chernomyrdin's First Cabinet ממשלת צ'רנומירדין Viktor Chernov ויקטור צ'רנוב Viktor Chukarin ויקטור צ'וקרין Viktor Dankl von Krasnik ויקטור דנקל Viktor Frankl ויקטור פראנקל Viktor Grishin ויקטור גרישין Viktor Ivanov ויקטור איוואנוב Viktor Khristenko ויקטור כריסטנקו Viktor Kingissepp ויקטור קינגיספ Viktor Klima ויקטור קלימה Viktor Kochubey ויקטור קוצ'וביי Viktor Korchnoi ויקטור קורצ'נוי Viktor Kovalenko ויקטור קובלנקו Viktor Krovopuskov ויקטור קרובופוסקוב Viktor Kuzkin ויקטור קוזקין Viktor Lutze ויקטור לוצה Viktor Makeyev ויקטור מאקייב Viktor Moroz ויקטור מורוז Viktor Onopko ויקטור אונופקו Viktor Orbán ויקטור אורבן Viktor Paço ויקטור פאצ'ה Viktor Ponedelnik ויקטור פונדלניק Viktor Saneyev ויקטור סנייב Viktor Shklovsky ויקטור שקלובסקי Viktor Sidyak ויקטור סידיאק Viktor Suvorov ויקטור סובורוב Viktor Tsoi ויקטור צוי Viktor Ullmann ויקטור אולמן Viktor Vasnetsov ויקטור וסנצוב Viktor Vekselberg ויקטור וקסלברג Viktor Yanukovych ויקטור ינוקוביץ' Viktor Yerofeyev ויקטור ארופייב Viktor Yushchenko ויקטור יושצ'נקו Viktor Zhdanovich ויקטור ז'דנוביץ' Viktor Zubkov ויקטור זובקוב Viktor Zubkov's Cabinet ממשלת זובקוב Viktor von Schwedler ויקטור פון שבדלר Viktoria-Luise-Platz כיכר ויקטוריה לואיזה Viktoriapark פארק ויקטוריה Viktorija Čmilytė ויקטוריה צ'מיליטה Viktoriya Koshel ויקטוריה קושל Vila Velha וילה וליה Vilayet Law חוק הווילאייטים Vilensky וילנסקי Vilfredo Pareto וילפרדו פארטו Vilijampolė סלובודקה Viljandi ויליאנדי Viljandi County ויליאנדי Viljans Öga Viljans Öga Vilkaviškis וילקובישק Vilkaviškis District Municipality וילקובישק Vilkija וילקי Vilkitsky וילקיצקי Vilkitsky Strait מצר וילקיצקי Villa וילה Villa Angarano וילה אנגראנו Villa Badoer וילה באדואר Villa Barbaro וילה ברבארו Villa Baviera ויה באוויירה Villa Borghese gardens וילה בורגזה Villa Caldogno וילה קלדוניו Villa Capra "La Rotonda" וילה קפרה "לה רוטונדה" Villa Carlos Paz ויז'ה קרלוס פאס Villa Chiericati וילה קייריקאטי Villa Cornaro וילה קורנרו Villa Emo וילה אמו Villa Epecuén ויז'ה אפקואן Villa Farnesina וילה פארנזינה Villa Forni Cerato וילה פורני צ'ראטו Villa Foscari וילה פוסקארי Villa Gazzotti Grimani וילה גאצוטי Villa Gobernador Gálvez ויז'ה גוברנדור גאלבס Villa Godi וילה גודי Villa La Angostura ויז'ה לה אנגוסטורה Villa Ludovisi וילה לודוויזי Villa Mairea וילה מאיראה Villa María ויז'ה מריה Villa Park וילה פארק Villa Piovene וילה פיובנה Villa Pojana וילה פויאנה Villa Romana del Casale הווילה הרומאית בקזאלה Villa Rufinella וילה רופינלה Villa Saraceno וילה סרצ'נו Villa Savoye וילה סבואה Villa Serego וילה סארגו Villa Thiene וילה תיאנה Villa Torlonia וילה טורלוניה Villa Trissino וילה טריסינו Villa Tugendhat וילה טוגנדהאט Villa Valmarana וילה ואלמראנה Villa Zeno וילה זנו Villa d'Este וילה ד'אסטה Villa rustica וילה כפרית רומית Villa Ángela ויז'ה אנחלה Villach פילאך Village כפר Village People אנשי הכפר Village Vanguard וילג' ונגארד Village pump ויקיפדיה:כיכר העיר Village pump ויקיפדיה:מזנון Villages in American Samoa קטגוריה:סמואה האמריקנית: ערים Villages in Greater Poland Voivodeship קטגוריה:פולין גדול: יישובים Villages in Illinois קטגוריה:אילינוי: כפרים Villages in Kuyavian-Pomeranian Voivodeship קטגוריה:קויאוויה-פומרניה: יישובים Villages in Lesser Poland Voivodeship קטגוריה:פולין קטן Villages in Lublin Voivodeship קטגוריה:לובלין Villages in Masovian Voivodeship קטגוריה:מזוביה: יישובים Villages in New York קטגוריה:ניו יורק: כפרים Villages in Serbia קטגוריה:סרביה: כפרים Villages in Warmian-Masurian Voivodeship קטגוריה:ורמיה-מזוריה: יישובים Villages in the United States קטגוריה:ארצות הברית: כפרים Villages in Świętokrzyskie Voivodeship קטגוריה:שוויינטוקז'יסקיה: יישובים Villages with fortified churches in Transylvania הכפרים עם הכנסיות המבוצרות בטרנסילבניה Villahermosa וייארמוסה Villanella וילנלה Villanova Wildcats men's basketball players קטגוריה:כדורסלני אוניברסיטת וילאנובה Villarreal ויאריאל Villarreal CF ויאריאל Villarreal CF managers קטגוריה:מאמני ויאריאל Villarreal CF players קטגוריה:כדורגלני ויאריאל Villarrica ויאריקה Villarrica Lake אגם ויאריקה Villars-sur-Ollon וילאר-סור-אולון Ville Ritola וילה ריטולה Ville Valo וילה ואלו Villein וילן Villemomble וילמומבל Villeneuve-d'Ascq וילנב-ד'אסק Villeneuve-lès-Maguelone וילנב-לה-מגלון Villers–Bretonneux Australian National Memorial אנדרטת וייר-ברטונה Villeurbanne וילרבאן Vilma Espín וילמה אספין Vilmos Vanczák וילמוש ואנצאק Vilna Edition Shas ש"ס וילנא Vilna Gaon הגאון מווילנה Vilna Ghetto גטו וילנה Vilna Ghetto קטגוריה:גטו וילנה Vilna Ghetto inmates קטגוריה:אסירים בגטו וילנה Vilna Governorate פלך וילנה Vilna Troupe הלהקה הווילנאית Vilner וילנר Vilnius וילנה Vilnius קטגוריה:וילנה Vilnius Airport נמל התעופה הבינלאומי וילנה Vilnius Choral Synagogue בית הכנסת הכוראלי של וילנה Vilnius County מחוז וילנה Vilnius County קטגוריה:מחוז וילנה Vilnius District Municipality וילנה Vilsandi וילסאנדי Vilshana אולשנה Vilyuy River וילוי Vilém Flusser וילם פלוסר Vilém Kurz וילם קורץ Vim Vim Vimanmek Mansion ארמון וימנמק Vimeo Vimeo Viminal Hill גבעת וימינאליס Vin Baker וין בייקר Vin Diesel וין דיזל Vin Mariani יין מריאני Vinaigrette וינגרט Vinca וינקה Vince Carter וינס קרטר Vince Clarke וינס קלארק Vince Flynn וינס פלין Vince Gilligan וינס גיליגאן Vince Lombardi וינס לומברדי Vince Lombardi Trophy גביע וינס לומברדי Vince Vaughn וינס ווהן Vincebus Eruptum Vincebus Eruptum Vincent וינסנט Vincent Aboubakar וינסנט אבובקאר Vincent Canby וינסנט קנבי Vincent Candela וינסנט קנדלה Vincent Cassel ונסן קאסל Vincent Curatola וינס קורטולה Vincent D'Onofrio וינסנט ד'אונופריו Vincent Enyeama וינסנט אניימה Vincent Ferrer ויסנט פרר Vincent Gallo וינסנט גאלו Vincent Gardenia וינסנט גרדניה Vincent Gray/William II וילהלם השני Vincent Kartheiser וינסנט קרטיזר Vincent Kompany וינסנט קומפני Vincent La Chapelle וינסנט לה שאפל Vincent Laban וינסנט לבאן Vincent Martella וינסנט מרטלה Vincent Novello וינסנט נובלו Vincent Pastore וינסנט פסטורה Vincent Piazza וינסנט פיאצה Vincent Price וינסנט פרייס Vincent Regan וינסנט רייגן Vincent Rijmen וינסנט ריימן Vincent Saint John וינסנט סיינט ג'ון Vincent Stewart וינסנט סטיוארט Vincent d'Indy ונסן ד'אנדי Vincent de Paul ונסן דה פול Vincent of Lérins וינסנט מלרין Vincent van Gogh וינסנט ואן גוך Vincent van Gogh קטגוריה:וינסנט ואן גוך Vincente Minnelli וינסנט מינלי Vincenz Hruby וינסנז חרובי Vincenz Müller וינצנץ מילר Vincenzo Bellini וינצ'נצו בליני Vincenzo Fagiolo וינצ'נצו פג'ולו Vincenzo Galilei וינצ'נצו גליליי Vincenzo Iaquinta וינצ'נצו יאקווינטה Vincenzo Montella וינצ'נצו מונטלה Vincenzo Nibali וינצ'נצו ניבאלי Vinci וינצ'י Vinculum קו מחבר Vindonnus וינדונוס Vine Vine Vine צמח מטפס Vinegar חומץ Vinegar קטגוריה:חומץ Vinexpo וינאקספו Vineyard כרם Vineyard Landscape of Piedmont: Langhe-Roero and Monferrato נוף הכרמים של פיימונטה: לאנגה-רוארו ומונפראטו Ving Rhames וינג ריימס Vinh וין Vinicius de Moraes ויניסיוס דה מוראיס Vinitaly Vinitaly Vinkivtsi וינקיבצי Vinkovci וינקובצי Vinland וינלנד Vinland map מפת וינלנד Vinnie Colaiuta ויני קוליוטה Vinnie Jones ויני ג'ונס Vinnytsia ויניצה Vinnytsia Oblast ויניצה Vinnytsia Oblast קטגוריה:מחוז ויניצה Vinnytsia Oblast Bar באר Vinnytsia Oblast Kalynivka קאליניבקה Vinnytsia Oblast Olhopil אולגופול Vinnytsia Oblast Yampil יאמפיל Vino Nobile di Montepulciano וינו נובילה די מונטפולצ'אנו Vinogradov וינוגרדוב Vinson Massif וינסון מסיב Vint Cerf וינט סרף Vintage clothing אופנת וינטג' Vintersorg Vintersorg Vintgar Gorge קניון וינטגאר Vintilă Brătianu וינטילה ברטיאנו Vinux וינוקס Vinyl ויניל Vinzenz Lachner וינצנץ לכנר Vinzenz Schöttl וינצנץ שטל Viol ויולה דה גמבה Viol players קטגוריה:נגני ויולה דה גמבה Viola ויולה Viola סיגל Viola Davis ויולה דייוויס Viola adunca ויולה אדונקה Viola odorata סיגל ריחני Viola organista ויולה אורגניסטה Viola ucriana ויולה יוקריאנה Violaceae סיגליים Violaceae קטגוריה:סגליים Violator Violator Violence אלימות Violence קטגוריה:אלימות Violence against LGBT people קטגוריה:אלימות כלפי להט"ב Violence against women אלימות נגד נשים Violence against women קטגוריה:אלימות נגד נשים Violence in sports אלימות בספורט Violence in sports קטגוריה:אלימות בספורט Violent Femmes Violent Femmes Violent Revolution Violent Revolution Violently Delicate Violently Delicate Violet סגול Violet Archer ויולט ארצ'ר Violet Hill Violet Hill Violeta Parra ויולטה פארה Violetta ויולטה Violetta Villas ויולטה וילאס Violette Szabo ויולט סאבו Violin כינור Violin Concerto קונצ'רטו לכינור של בטהובן Violin Concerto קונצ'רטו לכינור של ברהמס Violin Concerto קונצ'רטו לכינור של סיבליוס Violin Concerto קונצ'רטו לכינור של צ'ייקובסקי Violin Sonata No. 9 סונאטת קרויצר Violin making and maintenance בניית כינורות Violinists קטגוריה:כנרים Violists קטגוריה:ויולנים Violone ויולונה Viorel Moldovan ויורל מולדובן Viorel Tănase ויורל טנסה Viorica Agarici ויוריקה אגריצ'י Vipassanā ויפאסאנה Viper וייפר Viper נחש צפע Viper צפע Vipera צפע Vipera bornmuelleri צפע החרמון Vipera palaestinae צפע מצוי Viperidae צפעיים Viperidae קטגוריה:צפעיים Viperinae צפעונים Vipo: Adventures of the Flying Dog ויפו הכלב המעופף Vipsania Agrippina ויפסניה אגריפינה Viqueque District ויקקה Viral diseases קטגוריה:מחלות נגיפיות Viral envelope מעטפת נגיפית Viral hepatitis דלקת כבד נגיפית Viral infections of the central nervous system קטגוריה:זיהומים נגיפיים של מערכת העצבים המרכזית Viral marketing שיווק ויראלי Viral plaque רובד נגיפי Viral video סרטון ויראלי Virbalis וירבאליס Virelai וירלאי Virga וירגה Virgil ורגיליוס Virgil Griffith וירג'יל גריפית' Virgil Solis וירגיל סוליס Virgil Thomson וירג'יל תומסון Virgil Widrich וירגיל ווידריך Virgile Vandeput וירג'יל ואן דה פוט Virgilijus Alekna וירגיליוס אלקנה Virgilio Mazzocchi וירג'יליו מאצוקי Virgin בתולה Virgin America וירג'ין אמריקה Virgin Atlantic וירג'ין אטלנטיק Virgin Australia וירג'ין אוסטרליה Virgin Black Virgin Black Virgin Galactic וירג'ין גלקטיק Virgin Gorda וירג'ין גורדה Virgin Group וירג'ין Virgin Group קטגוריה:וירג'ין Virgin Islands איי הבתולה Virgin Islands at the 2012 Summer Paralympics איי הבתולה של ארצות הברית במשחקים הפאראלימפיים Virgin Islands at the Olympics איי הבתולה האמריקאיים במשחקים האולימפיים Virgin Killer Virgin Killer Virgin Komi Forests היערות הבתוליים בקומי Virgin River וירג'ין Virgin Trains וירג'ין רייל Virgin birth of Jesus הבתולים הנצחיים של מרים Virgin of the Rocks המדונה בין הסלעים Virginals וירג'ינל Virginia וירג'יניה Virginia קטגוריה:וירג'יניה Virginia תבנית:וירג'יניה Virginia Alexandria אלכסנדריה Virginia Apgar וירג'יניה אפגאר Virginia Cavaliers men's basketball players קטגוריה:כדורסלני אוניברסיטת וירג'יניה Virginia Charlottesville שארלוטסוויל Virginia Chesapeake צ'ספיק Virginia Dare וירג'יניה דייר Virginia Downtown Norfolk נורפוק Virginia History of Jamestown ג'יימסטאון Virginia Jamestown ג'יימסטאון Virginia Langley לאנגלי Virginia Madsen וירג'יניה מדסן Virginia Mayo וירג'יניה מאיו Virginia Newport News ניופורט ניוז Virginia Norfolk נורפוק Virginia Peninsula חצי האי וירג'יניה Virginia Portsmouth פורטסמות' Virginia Raggi וירג'יניה ראג'י Virginia Richmond ריצ'מונד Virginia Roanoke רואנוק Virginia Squires וירג'יניה סקוויירס Virginia State Capitol קפיטול מדינת וירג'יניה Virginia Symphony Orchestra התזמורת הסימפונית של וירג'יניה Virginia Tech וירג'יניה טק Virginia Tech shooting הטבח בווירג'יניה טק Virginia Twin Oaks Community קהילת תאומי האלון Virginia Virginia Beach וירג'יניה ביץ' Virginia Williamsburg קטגוריה:ויליאמסבורג Virginia Woolf וירג'יניה וולף Virginia-American/Sandbox/References שארית ריבועית Virginie Razzano וירז'יני רזאנו Virginity בתולים Virgo בתולה Virgo מזל בתולה Virgo קטגוריה:קבוצת הכוכבים בתולה Virgo Supercluster צביר-על הבתולה Virial theorem משפט הוויראליות Virlana Tkacz וירלאנה טקאץ' Viroid וירואיד Virology קטגוריה:וירולוגים Virosome וירוזום Virotutis וירוטוטיס Virtual LAN רשת מקומית וירטואלית Virtual Network Computing Virtual Network Computing Virtual Shtetl השטעטל הווירטואלי Virtual Studio Technology VST Virtual XI Virtual XI Virtual community קהילה מקוונת Virtual economy כלכלה וירטואלית Virtual folder תיקייה וירטואלית Virtual keyboard מקלדת וירטואלית Virtual learning environment למידה משולבת מחשב Virtual learning environments קטגוריה:למידה משולבת מחשב Virtual machine מכונה וירטואלית Virtual machines קטגוריה:מכונות וירטואליות Virtual memory זיכרון וירטואלי Virtual method table טבלת מתודות וירטואלית Virtual museum מוזיאון וירטואלי Virtual particle חלקיק וירטואלי Virtual private network Virtual Private Network Virtual reality מציאות מדומה Virtual reality communities קטגוריה:עולמות וירטואלים Virtual screening סריקה ממוחשבת Virtual team צוות וירטואלי Virtual temperature טמפרטורה וירטואלית Virtual tour סיור וירטואלי Virtual world עולם וירטואלי VirtualBox VirtualBox Virtualization וירטואליזציה Virtualization software קטגוריה:וירטואליזציה Virtuoso וירטואוז Virtuous circle and vicious circle מעגל קסמים Virtus Pallacanestro Bologna וירטוס בולוניה Virtus Pallacanestro Bologna players קטגוריה:כדורסלני וירטוס בולוניה Virunga National Park הפארק הלאומי וירונגה Virus נגיף Virus-related cutaneous conditions קטגוריה:זיהומים נגיפיים המאופיינים בנגעים בעור ובקרום הרירי VirusTotal VirusTotal.com Viruses קטגוריה:נגיפים Visa ויזה Visa Inc. ויזה Visa policy of Israel אשרות כניסה לישראל Visa policy of the United States ויזה לארצות הברית Visaginas Municipality ויסגינס Visayan hornbill קלאו שחור-מקור Visayan spotted deer אייל אלפרד Visayan warty pig חזיר יבלות ויסאיאני Visayas ויסאיאס Visbreaker זיקוק נפט Visby ויסבי Visceral leishmaniasis לישמניה ויסצרלית Visconti ויסקונטי Viscose זהורית Viscosity צמיגות Viscount ויקונט Viscount Castlereagh Robert Stewart לורד קאסלריי Viscounts קטגוריה:ויקונטים Vise מלחציים Visegrád וישגרד Vishnu וישנו Vishnyeva וישנבה Visibility ראות אטמוספרית Visible minority מיעוט נראה Visible spectrum הספקטרום הנראה Visigothic Kingdom הממלכה הוויזיגותית Visigothic kings קטגוריה:שושלת בלתה Vision ויז'ן Vision קטגוריה:ראייה Vision After the Sermon חיזיון לאחר הדרשה: יעקב נאבק עם המלאך Vision On קסים קסם Vision Tower מגדל עתידים Vision for Space Exploration החזון לחקר החלל Vision of the Valley of Dry Bones חזון העצמות היבשות Vision quest מסע חזון Visionaries: Knights of the Magical Light אבירי האור הקסום Visitation הביקור Visitor center מרכז מבקרים Vismodegib ויסמודגיב Visoki Dečani מנזר ויסוקי דצ'אני Visoko ויסוקו Visor från Mumindalen שירים מעמק המומינים Vissarion Belinsky ויסאריון בלינסקי Vissel Kobe players קטגוריה:כדורגלני ויסל קובה Vistula ויסלה Vistula–Oder Offensive מבצע ויסלה-אודר Visual Basic ויז'ואל בייסיק Visual Basic .NET Visual Basic .NET Visual Basic for Applications VBA Visual C++ Visual C++ Visual Studio Code ויז'ואל סטודיו קוד Visual arts אמנות חזותית Visual arts פורטל:אמנות Visual arts קטגוריה:אמנות חזותית Visual arts in Israel אמנות חזותית בישראל Visual arts/Selected image פורטל:אמנות/תמונה נבחרת/גלריה Visual communication עיצוב גרפי Visual cortex קליפת הראייה Visual cryptography קריפטוגרפיה ויזואלית Visual disturbances and blindness קטגוריה:הפרעות בראייה ועיוורון Visual effects אפקטים חזותיים Visual field test בדיקת שדה ראייה Visual flight rules כללי טיסת ראייה Visual impairment לקות ראייה Visual inspection בדיקה ויזואלית Visual kei Visual Kei Visual memory זיכרון חזותי Visual merchandising מסחור חזותי Visual perception ראייה Visual programming language תכנות ויזואלי Visual prosthesis ראייה מלאכותית Visual release hallucinations תסמונת שארל בונה Visual system מערכת הראייה VisualEditor ויקיפדיה:עורך חזותי VisualEditor/Feedback ויקיפדיה:עורך חזותי/משוב Visualization הדמיה ממוחשבת Visually Impaired and Handicapped The Central Library for the Blind הספריה המרכזית לעיוורים ולבעלי לקויות קריאה Viswanathan Anand וישוואנתן אנאנד Vit ויט Vita Karoli Magni חיי קרל הגדול Vitaceae גפניים Vitaceae קטגוריה:גפניים Vitaebella.jpg תמונה:Vitaebella.jpg Vital ויטל Vital I Michele ויטאלה מיקלה הראשון Vital articles ויקיפדיה:מיזמי ויקיפדיה/מיזם ערכים חשובים Vital articles/Level/2 ויקיפדיה:100 ערכים Vitale Candiano ויטאלה קאנדיאנו Vitale Faliero ויטאלה פאליירו Vitale II Michele ויטאלה מיקלה השני Vitali ויטאלי Vitali Dyakov ויטלי דיאקוב Vitali Klitschko ויטלי קליצ'קו Vitali Milman ויטלי מילמן Vitali set משפט ויטלי Vitalism ויטליזם Vitalogy Vitalogy Vitaly Churkin ויטאלי צ'ורקין Vitaly Daraselia ויטלי דרסליה Vitaly Davydov ויטאלי דבידוב Vitaly Fridzon ויטלי פרידזון Vitaly Ginzburg ויטאלי גינזבורג Vitaly Mutko ויטאלי מוטקו Vitaly Scherbo ויטלי שצ'רבו Vitaly Sevastyanov ויטאלי סבסטיאנוב Vitaly Zdorovetskiy ויטלי זדורובצקי Vitamin ויטמין Vitamin A ויטמין A Vitamin B12 ויטמין B12 Vitamin B12 deficiency מחסור בוויטמין B12 Vitamin B6 ויטמין B6 Vitamin C ויטמין C Vitamin D ויטמין D Vitamin E ויטמין E Vitamin K ויטמין K Vitamins קטגוריה:ויטמינים Vitamins תבנית:סוגי ויטמינים Vitebsk ויטבסק Vitebsk Region ויטבסק Vitebsk Region קטגוריה:מחוז ויטבסק Vitebsk Region Lyady ליאדי Vitelliform macular dystrophy מחלת בסט Vitellius ויטליוס Vitello tonnato ויטלו טונאטו Viterbo ויטרבו Vitex שיח אברהם Vitex agnus-castus שיח-אברהם מצוי Vitiaz Strait מצר ויטיאז Vitiligo ויטיליגו Vitis vinifera גפן היין Vito Volterra ויטו וולטרה Vitoria-Gasteiz ויטוריה Vitoria-Gasteiz קטגוריה:ויטוריה Vitorino Antunes ויטורינו אנטונש Vitosha ויטושה Vitreous enamel אמייל Vitrification ויטריפיקציה Vitrophyre ויטרופיר Vitruvian Man האדם הוויטרובי Vitruvius ויטרוביוס Vitry ויטרי Vittoria Aleotti ויטוריה אליאוטי Vittoria Colonna ויטוריה קולונה Vittorio Arrigoni ויטוריו אריגוני Vittorio De Sica ויטוריו דה סיקה Vittorio Emanuele Orlando ויטוריו אמנואלה אורלנדו Vittorio Gui ויטוריו גואי Vittorio Monti ויטוריו מונטי Vittorio Pozzo ויטוריו פוצו Vittorio Storaro ויטוריו סטוררו Vittoriosa Saint Lawrence's Church כנסיית לורנצו הקדוש Vitus ויטוס הקדוש Vitus מחול ויטוס הקדוש Vitus Bering ויטוס ברינג Vitória F.C. ויטוריה סטובאל Vitória F.C. players קטגוריה:כדורגלני ויטוריה סטובאל Vitória S.C. ויטוריה דה גימארייש Vitória S.C. players קטגוריה:כדורגלני ויטוריה דה גימארייש Vitória da Conquista ויטוריה דה קונקיסטה Vitālijs Astafjevs ויטליס אסטפייבס Viv Anderson ויו אנדרסון Viva ויוה Viva Hate Viva Hate Viva Santana! Viva Santana! Viva Zapata! ויוה זפאטה! Viva la Vida Viva la Vida Viva la Vida or Death and All His Friends Viva la Vida or Death and All His Friends Viverra זבד הודי Viverridae גחניים Viverrids קטגוריה:גחניים Vivian Cheruiyot ויויאן צ'רויוט Vivian French ויויאן פרנץ' Vivian Fuchs ויוויאן פוקס Vivien Leigh ויוויאן לי Vivien Merchant ויוויאן מרצ'נט Vivien Thomas ויוויאן תומאס Vivienne Westwood ויויאן ווסטווד Vivisector: Beast Within Vivisector: beast inside Vizcaya Bridge גשר ביסקאיה Vizhnitz חסידות ויז'ניץ Vizhnitz קטגוריה:ויז'ניץ Vizier וזיר Vizsla ויסלה Viðoy ויד'וי Viña del Mar ויניה דל מאר Viñales Valley עמק ויניאלס Viļaka וילאקה Vișeu de Sus וישאו דה סוס Vjekoslav Luburić וייקוסלאב לובוריץ' Vlaams Belang ולאמס בלאנג Vlachs ולאכים Vlad ולאד Vlad Chiricheș ולאד קיריקש Vlad Călugărul ולאד הנזיר Vlad II Dracul ולאד דראקול Vlad Morar ולאד מוראר Vlad the Impaler ולאד השלישי Vladas Mikėnas ולדאס מיקאנס Vlade Divac ולאדה דיבאץ VladieShark/sandbox ליידי גאגא Vladikavkaz ולדיקווקז Vladimir ולדימיר Vladimir Anatolyevich Yakovlev ולדימיר יאקובלב Vladimir Antonov-Ovseyenko ולדימיר אנטונוב-אובסיינקו Vladimir Arnold ולדימיר ארנולד Vladimir Artemov ולדימיר ארטיומוב Vladimir Ashkenazy ולדימיר אשכנזי Vladimir Bekhterev ולדימיר בכטרב Vladimir Beschastnykh ולדימיר בסצ'סטניך Vladimir Boljević ולדימיר בולייביץ' Vladimir Borovikovsky ולדימיר בורוביקובסקי Vladimir Brown וובה ברואון Vladimir Bukovsky ולדימיר בוקובסקי Vladimir Bystrov ולדימיר ביסטרוב Vladimir Chelomey ולדימיר צ'לומיי Vladimir Colin ולדימיר קולין Vladimir Cosma ולדימיר קוסמה Vladimir Dal ולדימיר דאל Vladimir Demikhov ולדימיר דמיחוב Vladimir Dmitrievich Nabokov ולדימיר דימיטרייביץ' נבוקוב Vladimir Dvalishvili ולדימיר דבאלישווילי Vladimir Gelfand ולדימיר גלפנד Vladimir Golenishchev ולדימיר גולנישצ'ב Vladimir Grechnyov ולדימיר גרשנייב Vladimir Gusev ולדימיר גוסב Vladimir Gusinsky ולדימיר גוסינסקי Vladimir Horowitz ולדימיר הורוביץ Vladimir II Monomakh נסיך קייב ולדימיר השני Vladimir Ivanovich Morozov ולדימיר מורוזוב Vladimir Jankélévitch ולדימיר ינקלביץ Vladimir Jugović ולדימיר יוגוביץ' Vladimir Kappel ולדימיר קאפל Vladimir Kisenkov ולדימיר קיסנקוב Vladimir Kokovtsov ולדימיר קוקובצוב Vladimir Komarov ולדימיר קומארוב Vladimir Korolenko ולדימיר קורולנקו Vladimir Kramnik ולדימיר קראמניק Vladimir Kryuchkov ולדימיר קריוצ'קוב Vladimir Kuts ולדימיר קוץ Vladimir Lenin ולדימיר איליץ' לנין Vladimir Liberzon ולדימיר ליברזון Vladimir Lisin ולדימיר ליסין Vladimir Makovsky ולדימיר מאקובסקי Vladimir Mayakovsky ולדימיר מאיאקובסקי Vladimir Medem ולדימיר מדם Vladimir Menshov ולדימיר מנשוב Vladimir Morozov ולדימיר מורוזוב Vladimir Nabokov ולדימיר נבוקוב Vladimir Nazlymov ולדימיר נזלימוב Vladimir Nemirovich-Danchenko ולדימיר נמירוביץ'-דנצ'נקו Vladimir Niederhaus ולדימיר נידרגראוס Vladimir Oblast ולדימיר Vladimir Obruchev ולדימיר אוברוצ'ב Vladimir Parfenovich ולדימיר פרפנוביץ' Vladimir Peniakoff ולדימיר פניאקוב Vladimir Popovkin ולדימיר פופובקין Vladimir Potanin ולדימיר פוטנין Vladimir Purishkevich ולדימיר פורישקביץ' Vladimir Putin ולדימיר פוטין Vladimir Putin קטגוריה:ולדימיר פוטין Vladimir Putin's First Cabinet ממשלת פוטין הראשונה Vladimir Putin's Second Cabinet ממשלת פוטין השנייה Vladimir Radmanović ולדימיר ראדמנוביץ' Vladimir Resin ולדימיר רסין Vladimir Salnikov ולדימיר סלניקוב Vladimir Shatalov ולדימיר שטאלוב Vladimir Shukhov ולדימיר שוחוב Vladimir Solovyov ולדימיר סולוביוב Vladimir Stasov ולדימיר סטאסוב Vladimir Stepania ולדימיר סטפניה Vladimir Stojković ולדימיר סטויקוביץ' Vladimir Stoychev ולדימיר סטויצ'ב Vladimir Sukhomlinov ולדימיר סוכומלינוב Vladimir Tatlin ולדימיר טאטלין Vladimir Tismăneanu ולדימיר טיסמניאנו Vladimir Tkachenko ולדימיר טקצ'נקו Vladimir Ussachevsky ולדימיר אוסצ'בסקי Vladimir Vapnik ולדימיר ופניק Vladimir Vazov ולדימיר ואזוב Vladimir Vernadsky ולדימיר ורנדסקי Vladimir Voinovich ולדימיר ווינוביץ' Vladimir Voronin ולדימיר וורונין Vladimir Vysotsky ולדימיר ויסוצקי Vladimir Weisberg ולדימיר וייסברג Vladimir Zagorovsky ולדימיר זגורובסקי Vladimir Zhirinovsky ולדימיר ז'ירינובסקי Vladimir Zworykin ולדימיר זבוריקין Vladimir of Bulgaria ולדימיר Vladimir the Great נסיך קייב ולדימיר הראשון Vladimir-Suzdal נסיכות ולדימיר Vladimir-Suzdal קטגוריה:נסיכות ולדימיר Vladimirs Petrovs ולדימיר פטרוב Vladimír Clementis ולדימיר קלמנטיס Vladimír Darida ולדימיר דרידה Vladimír Mečiar ולדימיר מצ'יאר Vladimír Sommer ולדימיר זומר Vladimír Weiss ולדימיר וייס Vladimír Šmicer ולדימיר שמיצר Vladislav Ardzinba ולדיסלב ארדזינבה Vladislav Bogićević ולדיסלב בוגיצ'ביץ' Vladislav Bykanov ולדיסלב ביקנוב Vladislav II of Wallachia שליט ולאכיה ולדיסלב השני Vladislav Stoyanov ולדיסלאב סטויאנוב Vladislav Tretiak ולדיסלב טרטיאק Vladivostok ולדיווסטוק Vladivostok קטגוריה:ולדיווסטוק Vladivostok Air Flight 352 טיסה 352 של ולדיווסטוק אייר Vlado Bučkovski ולאדו בוצ'קובסקי Vlado Janevski ולאדו ינבסקי Vlado Milunić ולאדו מילוניץ' Vlasov equation משוואת ולסוב Vlastimil Hort ולסטימיל הורט Vlatko Vuković ולטקו ווקוביץ' Vlissingen פליסינגן Vlkolínec ולקולינץ Vlorë ולורה Vltava ולטאבה Vlčany ולצ'אני Vnukovo International Airport נמל התעופה הבינלאומי ונוקובו VoIP phone טלפוניית IP VoIP software קטגוריה:תוכנות VoIP Voca People ווקה פיפל Vocabulary אוצר מילים Vocal ensembles קטגוריה:הרכבים ווקאליים Vocal folds שפתות הקול Vocal music מוזיקה ווקאלית Vocal pedagogy פיתוח קול Vocal quartets קטגוריה:רביעיות ווקאליות Vocal tract מערכת הקול Vocal trance טראנס ווקאלי Vocational education הכשרה מקצועית Vocational education קטגוריה:חינוך מקצועי Vocational school בית ספר מקצועי Vocoder Vocoder Vodafone וודאפון Vodka וודקה Vodkas קטגוריה:וודקה Vog ערפיח געשי Vogel ווגל Vogon ווגונים Vogt פוגט Vogue Vogue Vogue ווג Voice קוליות העיצורים Voice acting in Japan סאייו Voice actors קטגוריה:מדבבים Voice actors by nationality קטגוריה:מדבבים לפי מוצא Voice leading הולכת קולות Voice of America קול אמריקה Voice of Peace קול השלום Voice over IP VoIP Voice procedure נדב"ר Voice type קולות Voiced תבנית:קולי Voiced alveolar affricate קולי מחוכך שורק עיצור מכתשי Voiced alveolar fricative קולי חוכך שורק עיצור מכתשי Voiced alveolar lateral affricate קולי מחוכך צדי עיצור מכתשי Voiced alveolo-palatal sibilant קולי חוכך עיצור מכתשי-חכי Voiced bilabial stop קולי סותם עיצור דו-שפתי Voiced dental and alveolar lateral fricatives קולי חוכך צדי עיצור מכתשי Voiced dental and alveolar stops קולי סותם עיצור מכתשי Voiced dental fricative קולי חוכך עיצור שיני Voiced epiglottal trill קולי חוכך עיצור אפיגלוטי Voiced glottal fricative קולי חוכך עיצור סדקי Voiced labio-velar approximant מקורב עיצור וילוני משופתת Voiced labiodental fricative קולי חוכך עיצור שפתי-שיני Voiced palatal fricative קולי חוכך עיצור חכי Voiced palatal stop קולי סותם עיצור חכי Voiced palato-alveolar affricate קולי מחוכך עיצור בתר-מכתשי Voiced palato-alveolar sibilant קולי חוכך עיצור בתר-מכתשי Voiced pharyngeal fricative קולי חוכך עיצור לועי Voiced retroflex sibilant קולי חוכך עיצור כפוף Voiced uvular fricative קולי חוכך עיצור ענבלי Voiced uvular stop קולי סותם עיצור ענבלי Voiced velar approximant מקורב עיצור וילוני Voiced velar fricative קולי חוכך עיצור וילוני Voiced velar stop קולי סותם עיצור וילוני Voiceless alveolar affricate אטום מחוכך שורק עיצור מכתשי Voiceless alveolar fricative אטום חוכך שורק עיצור מכתשי Voiceless alveolar lateral affricate אטום מחוכך צדי עיצור מכתשי Voiceless alveolo-palatal sibilant אטום חוכך עיצור מכתשי-חכי Voiceless bidental fricative אטום חוכך עיצור בידנטי Voiceless bilabial stop אטום סותם עיצור דו-שפתי Voiceless dental and alveolar lateral fricatives אטום חוכך צדי עיצור מכתשי Voiceless dental and alveolar stops אטום סותם עיצור מכתשי Voiceless dental fricative אטום חוכך עיצור שיני Voiceless epiglottal trill אטום חוכך עיצור אפיגלוטי Voiceless glottal fricative אטום חוכך עיצור סדקי Voiceless labiodental fricative אטום חוכך עיצור שפתי-שיני Voiceless palatal fricative אטום חוכך עיצור חכי Voiceless palatal stop אטום סותם עיצור חכי Voiceless palato-alveolar affricate אטום מחוכך עיצור בתר-מכתשי Voiceless palato-alveolar sibilant אטום חוכך עיצור בתר-מכתשי Voiceless pharyngeal fricative אטום חוכך עיצור לועי Voiceless retroflex sibilant אטום חוכך עיצור כפוף Voiceless uvular affricate אטום מחוכך עיצור ענבלי Voiceless uvular fricative אטום חוכך עיצור ענבלי Voiceless uvular stop אטום סותם עיצור ענבלי Voiceless velar fricative אטום חוכך עיצור וילוני Voiceless velar stop אטום סותם עיצור וילוני Voicemail מענה קולי Voices of Spring קולות האביב Voile וואל Voinyliv וויניליב Voir dire וואר דיר Voisey's Bay מפרץ וויזי Voivode וויווד Voivode of Moldavia Dragoș דראגוש וודה Voivodeships of Poland פרובינציות פולין Voivodeships of Poland קטגוריה:פולין: פרובינציות Vojislav Koštunica ווייסלב קושטוניצה Vojislav Šešelj ווייסלב ששל Vojvodina וויבודינה Vol. 2 The Rose Vol. 2 The Rose Vol. 4 Vol. 4 Volans דג מעופף Volapük וולאפיק Volar carpal branch ענף שורש היד הכפי Volatile memory זיכרון נדיף Volatile organic compound תרכובות אורגניות נדיפות Volatility נדיפות Volcani Center Agricultural Research Organization מרכז וולקני Volcanic arc קשת געשית Volcanic ash אפר געשי Volcanic belt חגורה געשית Volcanic bomb פצצה געשית Volcanic cone חרוט געשי Volcanic crater לוע הר געש Volcanic dam סכר געשי Volcanic desert מדבר געשי Volcanic field שדה געשי Volcanic gas גז געשי Volcanic glass זכוכית געשית Volcanic group מתחם געשי Volcanic neck צוואר געשי Volcanic pipe צינור הזנה Volcanic plug פקק געשי Volcanic plugs קטגוריה:פקקים געשיים Volcanic rock סלע געשי Volcanic rocks קטגוריה:סלעים געשיים Volcanism געשיות Volcano הר געש Volcano וולקנו Volcano Number מספר הר געש Volcano and Ryukyu Islands campaign המערכה על איי וולקנו וריוקיו Volcanoes קטגוריה:הרי געש Volcanoes by continent קטגוריה:הרי געש לפי יבשת Volcanoes by country קטגוריה:הרי געש לפי מדינה Volcanoes of Africa קטגוריה:הרי געש באפריקה Volcanoes of Antarctica קטגוריה:הרי געש באנטארקטיקה Volcanoes of Argentina קטגוריה:ארגנטינה: הרי געש Volcanoes of Asia קטגוריה:הרי געש באסיה Volcanoes of Chile קטגוריה:צ'ילה: הרי געש Volcanoes of Europe קטגוריה:הרי געש באירופה Volcanoes of Hawaii קטגוריה:הוואי: הרי געש Volcanoes of Iceland קטגוריה:הרי געש באיסלנד Volcanoes of Indonesia קטגוריה:הרי געש באינדונזיה Volcanoes of Italy קטגוריה:איטליה: הרי געש Volcanoes of Japan קטגוריה:יפן: הרי געש Volcanoes of Kamchatka הרי הגעש של קמצ'טקה Volcanoes of Mars קטגוריה:מאדים: הרי געש Volcanoes of New Zealand קטגוריה:ניו זילנד: הרי געש Volcanoes of North America קטגוריה:הרי געש באמריקה Volcanoes of Oceania קטגוריה:הרי געש באוסטרליה ואוקיאניה Volcanoes of Papua New Guinea קטגוריה:פפואה גינאה החדשה: הרי געש Volcanoes of Ross Island קטגוריה:האי רוס: הרי געש Volcanoes of the Philippines קטגוריה:הרי געש בפיליפינים Volcanoes of the United States קטגוריה:ארצות הברית: הרי געש Volcanologists קטגוריה:וולקנולוגים Volcanology וולקנולוגיה Volcanology קטגוריה:וולקנולוגיה Volcher Coiter פולכר קויטר Volcker Rule חוק וולקר Volcán Barú בארו Volcán Wolf וולף Volcán de Agua אגואה Volcán de Colima קולימה Volcán de Fuego פואגו Vole נברן Volendam וולנדם Volenti non fit injuria הסתכנות מרצון Volga Bulgaria בולגריה של הוולגה Volga Bulgaria קטגוריה:בולגריה של הוולגה Volga Federal District המחוז הפדרלי של הוולגה Volga River וולגה Volga–Don Canal תעלת הוולגה-דון Volgodonsk וולגודונסק Volgograd וולגוגרד Volgograd קטגוריה:וולגוגרד Volgograd Oblast וולגוגרד Volgograd Tractor Plant מפעל הטרקטורים Volhynia ווהלין Volhynia קטגוריה:ווהלין Volhynian Jews קטגוריה:יהודים מווהלין Volhynian rabbis קטגוריה:רבנים מווהלין Volition Volition Volker Beck פולקר בק Volker Wieker פולקר ויקר VolkovBot משתמש:VolkovBot Volksbühne פולקסבינה Volksdeutsche פולקסדויטשה Volksempfänger פולקסאמפפנגר Volksgrenadier פולקסגרנדיר Volksmarine פולקסמרינה Volksparkstadion אימטק ארנה Volksraad מועצת העם Volkswagen פולקסווגן Volkswagen Arena פולקסווגן ארנה Volkswagen Beetle חיפושית Volkswagen CC פולקסווגן CC Volkswagen Golf פולקסווגן גולף Volkswagen Group קבוצת פולקסווגן Volkswagen Jetta פולקסווגן ג'טה Volkswagen New Beetle החיפושית החדשה Volkswagen Polo פולקסווגן פולו Volkswagen emissions scandal דיזלגייט Volland משתמש:וולנד Volleyball כדורעף Volleyball קטגוריה:כדורעף Volleyball at the Summer Olympics כדורעף במשחקים האולימפיים Volleyball at the Summer Paralympics כדורעף במשחקים הפאראלימפיים Volleyball clubs קטגוריה:קבוצות כדורעף Volleyball in Israel קטגוריה:כדורעף ישראלי Volleyball players קטגוריה:שחקני כדורעף Volleys/sandbox דומיטיאנוס Volmari Iso-Hollo וולמארי איסו-הולו Volochysk וולוצ'יסק Volodymyr Bezsonov ולדימיר בסונוב Volodymyr Groysman וולודימיר גרויסמן Volodymyr Shcherbytsky ולדימיר שצ'רביצקי Volodymyr-Volynskyi לודמיר Volodymyrets ולדימירץ Vologda וולוגדה Vologda Oblast וולוגדה Volokolamsk Highway אנשי פאנפילוב Volos וולוס Volozhin rosh yeshivas קטגוריה:ראשי ישיבת וולוז'ין Volozhin yeshiva ישיבת וולוז'ין Volpi Cup winners קטגוריה:זוכי גביע וולפי Volt וולט Volta Volta Volta וולטה Volta River וולטה Volta a Catalunya וולטה אה קטלוניה Voltage מתח חשמלי Voltage divider מחלק מתח Voltage source מקור מתח Voltage-controlled oscillator מתנד מבוקר מתח Voltage-gated ion channel תעלת יונים ממותגת מתח Voltaire וולטר Voltaire מכתש וולטר Voltairine de Cleyre וולטרין דה קלייר Voltammetry תא שלוש אלקטרודות Volterra וולטרה Voltmeter מד מתח Volubilis ווליביליס Volume נפח Volume קטגוריה:נפח Volume Two Volume Two Volume of distribution נפח הפיזור Volumetric flow rate ספיקה Voluntary Human Extinction Movement התנועה להיכחדות מרצון של האנושות Voluntary association עמותה Voluntary exchange חליפין בהסכמה Voluntary sector המגזר השלישי Volunteer Army צבא המתנדבים Volunteer Response Team ויקיפדיה:OTRS Volunteer computing חישוב מבוזר קהילתי Volunteer organizations קטגוריה:ארגונים התנדבותיים Volunteer organizations of Israel קטגוריה:ארגונים חברתיים בישראל Volunteering התנדבות Volunteerism קטגוריה:התנדבות Volute וולוטה Volver לחזור Volvo וולוו Volvo B9TL/Templates/PRC תבנית:מחוזות סין Volvocales וולווקאליים Volyn Oblast ווהלין Volyn Oblast קטגוריה:מחוז ווהלין Volyn Oblast Shatsk שאצק Vomeronasal organ איבר יעקובסון Vomiting הקאה Von וון Von Erich family משפחת ואן אריק Von Luschan's chromatic scale הסולם הכרומטי של פון לושאן Von Neumann architecture ארכיטקטורת פון נוימן Von Neumann machine מכונת פון נוימן Von Neumann regular ring חוג רגולרי פון-נוימן Von Willebrand disease מחלת וון וילברנד Von der Decken's hornbill טוקוס פון דר דקן VonDoomhammer/sandbox Blizzard Entertainment Vonda Ward וונדה וורד Vondelpark ונדלפארק Vonteego Cummings וונטיגו קאמינגס Voodoo וודו Voodoo Glow Skulls וודו גלוו סקאלס Voranava וורונוב Vorarlberg פורארלברג Vorarlberg Feldkirch פלדקירך Vorbis Ogg Vorbis Vorkuta וורקוטה Vornic וורניק Voronezh וורונז' Voronezh Oblast וורונז' Voronezh River וורונז' Voronezh radar וורונז' Vortex מערבולת Vortexx Vortexx Vorticity ערבוליות Vosegus ווסגוס Vosges הרי הווז' Vosges ווז' Voskhod ווסחוד Voskhod 1 ווסחוד 1 Voskhod 2 ווסחוד 2 Voskhod programme תוכנית ווסחוד Vostochny Cosmodrome קוסמודרום ווסטוצ'ני Vostok ווסטוק Vostok מכתש ווסטוק Vostok 1 ווסטוק 1 Vostok 2 ווסטוק 2 Vostok 3 ווסטוק 3 Vostok 4 ווסטוק 4 Vostok 5 ווסטוק 5 Vostok 6 ווסטוק 6 Vostok Island ווסטוק Vostok Station ווסטוק Vostok program קטגוריה:תוכנית ווסטוק Vostok programme תוכנית ווסטוק Vostok-K ווסטוק Voter turnout אחוז הצבעה Votic language וודית Voting הצבעה Voting Rights Act of 1965 חוק זכות ההצבעה Voting machine מכונת הצבעה Voting paradox פרדוקס ההצבעה Voting system שיטת בחירות Voting systems קטגוריה:שיטות בחירות Vought F-8 Crusader ווט F-8 קרוסיידר Vought F4U Corsair F4U קורסייר Voulez-Vous Voulez-Vous Vow נדר Vow of silence תענית דיבור Vowel תנועה Vowels קטגוריה:גובה תנועות Vox populi קול המון כקול שדי Voyager וויאג'ר Voyager 1 וויאג'ר 1 Voyager 2 וויאג'ר 2 Voyager Golden Record תקליט הזהב של וויאג'ר Voyager Now הנוסע ועתה Voyager program וויאג'ר Voyager program תוכנית וויאג'ר Voyeurism מציצנות Voynich manuscript כתב יד וויניץ' Voznesensk ווזנסנסק Vraca Memorial Park פארק ההנצחה וראצה Vrahovice ורהוביצה Vranje וראניה Vratislav Lokvenc ורטיסלאב לוקבנץ Vratsa וראצה Vratsa Province וראצה Vrba–Wetzler report דו"ח ורבה-וצלר Vrbové ורבובה Vredefort crater מכתש פרדפורט Vries Strait מצר פריס Vrije Universiteit Brussel האוניברסיטה החופשית של בריסל Vršac ורשאץ Vsevolod Bobrov וסבולוד בוברוב Vsevolod I of Kiev נסיך קייב וסבולוד הראשון Vsevolod Meyerhold וסבולוד מיירהולד Vsevolod Vishnevsky וסבולוד וישנבסקי Vsevolod the Big Nest נסיך ולדימיר וסבולוד הקן הגדול Vtiger CRM Vtiger CRM Vueling וולינג איירליינס Vueling Airlines וולינג איירליינס Vuelta a España וואלטה אספניה Vujičić וויצ'יץ' Vuk Drašković ווק דרשקוביץ' Vuk Karadžić ווק סטפנוביץ' קראג'יץ' Vukovar ווקובר Vulcan וולקן Vulcan וולקנים Vulcan salute הצדעה וולקנית Vulcan's Throne וולקנס תרון Vulcanian eruption התפרצות געשית#סוגי התפרצות געשית Vulcanization גיפור Vulcano וולקנו Vulcans קטגוריה:מסע בין כוכבים - וולקנים Vulgar Display of Power Vulgar Display Of Power Vulgar Latin לטינית וולגרית Vulgate וולגטה Vulnerability פרצת אבטחה Vulnerable species קטגוריה:מינים פגיעים Vulpecula קטגוריה:קבוצת הכוכבים שועלון Vulpecula שועלון Vulpes שועל Vulture הנשר Vulture נשר Vulture Culture Vulture Culture Vulturine guineafowl פניניית החושן Vulva פות Vulvar cancer סרטן הפות Vulvodynia וולוודיניה Vuvuzela וובוזלה Vuze Vuze Vwaker/Shannon Graham ?????? ?????? Vyacheslav Butusov ויאצ'סלב בוטוסוב Vyacheslav Ganelin ויאצ'סלב גנלין Vyacheslav Ivanov ויאצ'סלב איוואנוב Vyacheslav Malafeev ויאצ'סלב מלאפייב Vyacheslav Menzhinsky ויאצ'סלב מנז'ינסקי Vyacheslav Molotov ויאצ'סלב מולוטוב Vyacheslav Sukristov ויאצ'סלב סוקריסטוב Vyacheslav Tikhonov ויאצ'סלב טיכונוב Vyacheslav von Plehve ויאצ'סלב פלבה Vyalikaya Byerastavitsa בז'וסטוביצה ויילקה Vyazma ויאזמה Vyborg ויבורג Vyhne ויהנה Vympel NPO וימפל Vynohradiv וינוהרדיב Vyshnivets וישנייווייץ Vysokaye ויסוקי Vytautas ויטאוטאס הגדול Vyzhnytsia ויז'ניץ Vyšehrad וישהראד Vyšehrad cemetery בית הקברות וישהראד Vyžuonos ויז'ון Vác ואץ Václav Havel ואצלב האוול Václav Havel Airport Prague נמל התעופה ואצלב האוול Václav Kadlec ואצלב קדלץ Václav Klaus ואצלב קלאוס Václav Neumann ואצלב נוימן Václav Němeček ואצלב נמצ'ק Václav Pilař ואצלב פילאר Václav Talich ואצלב טאליך Vágar ואוגר Vágar Airport נמל התעופה ואוגר Vágner Love ואגנר לאב Váh ואה Vârf שיא Väinö Linna ואינו לינה Vänern ונרן Värmland County ורמלנד Västerås וסטרוס Västra Götaland County וסטרה ייטלנד Vättern אגם וטרן Växjö וקשה Vålerenga Fotball ואלרנגה Vålerenga Fotball players קטגוריה:כדורגלני ואלרנגה Végh Quartet רביעיית וג Vélo d'Or אופני הזהב Vélodrome de Vincennes ולודרום דה ונסן Vézelay Abbey כנסיית וזלה Vézère וזר Víctor Aristizábal ויקטור אריסטיסאבאל Víctor Claver ויקטור קלאבר Víctor Hugo Peña ויקטור הוגו פנייה Víctor Ibarbo ויקטור איברבו Víctor Jara ויקטור חרה Víctor Manuel Gerena ויקטור מנואל גרנה Víctor Muñoz ויקטור מוניוס Víctor Sada ויקטור סאדה Víctor Valdés ויקטור ואלדס Víctor Vázquez ויקטור ואסקס Víkingur Gøta players קטגוריה:כדורגלני וייקינגור Vítor Baía ויטור באיה Vítor Faverani ויטור פבראני Vítězslav Nezval ויטסלב נזוול Võ Nguyên Giáp וו נגויין גיאפ Võru וורו Võru County וורו Vöcklabruck District פקלברוק Völkisch movement פולקיזם Völkischer Beobachter פלקישר באובכטר Völklingen פלקלינגן Völklingen Ironworks תעשיות הברזל בפלקלינגן Văscăuți וסקאוץ Věra Čáslavská ורה צ'סלבסקה W W W National Park הפארק הלאומי W W and Z bosons בוזוני W ו-Z W. W. W. Auden ויסטן יו אודן W. B. Du Bois ויליאם אדוארד בורגהרד דו בויז W. Cosgrave ויליאם תומאס קוסגרייב W. Edwards Deming ויליאם אדוארדס דמינג W. Eugene Smith יוג'ין סמית' W. Fields וו. סי. פילדס W. Gilbert ויליאם שוונק גילברט W. Keck Observatory מצפה הכוכבים קק W. Richard Stevens ריצ'רד סטיבנס W. Sebald וינפריד גיאורג זבאלד W. Somerset Maugham סומרסט מוהם W. Unruh ויליאם אונרו W. Yeats ויליאם בטלר ייטס W. Yeats קטגוריה:ויליאם בטלר ייטס W.I.T.C.H. ויטץ' W3Schools W3Schools WALL-E וול-E WB WB WBC CSKA Moscow צסק"א מוסקבה WBC Spartak Moscow Region ספרטה אנד קיי WBC Spartak Saint Petersburg ספרטק סנקט פטרבורג WBTtheFROG/sandbox/t32q4/Autism אוטיזם קלאסי WC דאב סי WC and the Maad Circle WC and the Maad Circle WD-40 WD-40 WDIA WDIA WDM ריבוב#WDM WDR Symphony Orchestra Cologne התזמורת הסימפונית של קלן WEIZAC ויצק WIN.INI WIN.INI WIZO Haifa Academy of Design and Education המרכז האקדמי לעיצוב ולחינוך ויצו חיפה WM תבנית:WM WMA WMA WMJD/sandbox סטיבן קינג WNBA All-Decade Team קבוצת העשור של ה-WNBA WNBA Defensive Player of the Year Award שחקנית ההגנה של העונה ב-WNBA WNBA Finals Most Valuable Player Award MVP של סדרת הגמר ב-WNBA WNBA Most Valuable Player Award MVP של העונה הסדירה ב-WNBA WNBA Rookie of the Year Award רוקי השנה ב-WNBA WOH G64 WOH G64 WOW air WOW air WPCleaner/Help משתמש:שמובבה/הוראות בעברית WTA תבנית:פרופיל WTA WTA Auckland Open טורניר אוקלנד בסבב ה-WTA WTA Premier tournaments טורנירי הפרמייר של WTA WTA Tour קטגוריה:טורנירים בסבב ה-WTA WTA Tour Championships אליפות סבב ה-WTA WU-14 DF-ZF WW2 Iwo Jima flag raising.jpg קובץ:WW2 Iwo Jima flag raising.jpg WWE WWE WWE Championship אליפות ה-WWE העולמית במשקל כבד WWE Divas Championship אליפות הדיוות WWE Hall of Fame קטגוריה:היכל התהילה של ה-WWE WWE Intercontinental Championship האליפות הבין-יבשתית WWE NXT NXT Wrestling WWE Raw WWE RAW WWE SmackDown WWE#סמאקדאון WWE Tag Team Championship אליפות הזוגות של ה-WWE WWE United States Championship אליפות ארצות הברית WWE Women's Championship אליפות הנשים של ה-WWE WWE championships קטגוריה:אליפויות ה-WWE WWE pay-per-view events קטגוריה:מופעי ה-WWE WWF WWF WWIIAmericanAFVs תבנית:רק"מ של ארצות הברית מימי מלחמת העולם השנייה WWIIGermanAFVs תבנית:רכבי קרב משוריינים של גרמניה הנאצית WWO WWO WWOOF WWOOF WYSE International WYSE International WYSIWYG WYSIWYG Wa'el Nassar ואאל נסאר Waardenburg syndrome תסמונת ורדנבורג Waasland-Beveren ואסלנד-בוורן Waasland-Beveren players קטגוריה:כדורגלני ואסלנד-בוורן Wabag וואבג Wabash River ובאש Wace רוברט וייס Wachau ואכאו Wachet! betet! betet! wachet! BWV 70 רי"ב 70 !Wachet! betet! betet! wachet Wacken Open Air פסטיבל ואקן Waco siege המצור בווייקו Wacław Sierpiński ואצלב שרפינסקי Wadah Khanfar ודאח חנפר Wadati–Benioff zone אזור בניוף Wadden Sea ים ואדן Wade וייד Wade Williams וייד ויליאמס Wadi ואדי Wadi Abu Jamil ואדי אבו ג'מיל Wadi Al-Hitan ואדי אל-חיתאן Wadi Ara נחל עירון Wadi Araba Crossing מעבר יצחק רבין Wadi Fukin ואדי פוכין Wadi Halfa ואדי חאלפה Wadi Hunayn ואדי חנין Wadi Khureitun נחל תקוע Wadi Maghareh ואדי מע'רה Wadi Mujib נחל ארנון Wadi Murabba'at נחל דרגה Wadi Musa ואדי מוסא Wadi Nisnas ואדי ניסנאס Wadi Og נחל אוג Wadi Qelt נחל פרת Wadi Qelt St. George's Monastery מנזר סנט ג'ורג' Wadi Rum ואדי רם Wadi Salib ואדי סאליב Wadi Salib riots אירועי ואדי סאליב Wadi Zered נחל זרד Wadi al-Haramiya sniper attack הפיגוע בוואדי חרמיה Wadi al-Joz ואדי אל-ג'וז Wadie Haddad ודיע חדאד Wadih El Safi ודיע אלסאפי WadisTrail משתמש:WadisTrail Wadjet וואדג'ת Wadowice ודוביצה Wael Ghonim ואאיל רונים Wael Nader al-Halqi ואיל אל-חלקי Wael Zwaiter ואאל עאדל זועייתר Wafa וואפא Wafa Sultan ופא סולטאן Wafd Party מפלגת אל-ופד Wafer ופלה Wafer פרוסת סיליקון Waffen-SS ואפן אס אס Waffen-SS divisions קטגוריה:דיוויזיות אס אס Waffenfarbe ואפנפרבה Waffle ופל Waffle iron דפוס אפיפיות Wag וג Wag Hemra Zone וג המרה Wag the Dog לכשכש בכלב Wagah border ceremony טקס סגירת הגבול בין הודו לפקיסטן Wagga Wagga וואגה וואגה Waggle dance מחול הדבורה Waggoner Ranch חוות וגונר Wagino 20100516 משתמש:Wagino 20100516 Wagman וגמן Wagner וגנר Wagner Moura ואגנר מורה Wagon-wheel effect אשליית גלגל העגלה Wagtail נחליאלי Wahbi Khazri והבי חזרי Wahhabism והאביה Wahlberg וולברג Waidhofen an der Ybbs ויידהופן אן דר איבס Waikato ואיקטו Waikiki Aquarium אקווריום ואיקיקי Wail al-Shehri ואיל א-שחרי Waimangu Geyser גייזר ויימנגו Waist מותן Waistcoat וסט Waist–hip ratio יחס מותניים-ירכיים Wait Until Dark בודדה באפלה Wait Your Turn Wait Your Turn Waiting for Forever מחכים לנצח Waiting for Godik מחכים לגודיק Waiting for Godot מחכים לגודו Waiting for Guffman מחכים לגופמן Waiting for the Barbarians מחכים לברברים Waiting for the Sun Waiting For The Sun Waiting period ישראל במלחמת ששת הימים#תקופת ההמתנה Waiting staff מלצר Waitstill Sharp וייטסטיל שארפ Wajdi Mouawad וג'די מועווד Waka ואקה Waka Waka Waka Waka Wakame ואקאמה Wakanda ווקאנדה Wakaso Mubarak וקאסו מובארק Wakatsuki Reijirō ואקצוקי רייג'ירו Wakayama Prefecture וקאיאמה Wake גלי הסירה של קלווין Wake Forest Demon Deacons men's basketball players קטגוריה:כדורסלני וייק פורסט Wake Island וייק Wake Up Call Wake Up Call Wake Up! Wake Up! Wake turbulence מערבולות קצה כנף Wake-on-LAN Wake On Lan Waking Life חיים בהקיץ Waking Ned להעיר את נד Waking Up in Vegas Waking Up in Vegas Waking the Dead להעיר את המתים Wakizashi ואקיזאשי Walashma dynasty קטגוריה:שושלת וולאשמה Walashma dynasty שושלת וולאשמה Walbrook וולברוק Walcott וולקוט Wald test מבחן ואלד Walda Heywat זרע יעקב Waldemar Haffkine מרדכי זאב חבקין Waldemar Heckel ולדמאר הקל Waldemar Hoven ולדמאר הופן Waldemar de Brito ולדמר דה בריטו Walden Pond אגם וולדן Waldenburg ולדנבורג Waldensians התנועה הוולדנסית Waldheim ולדהיים Waldmann ולדמן Waldorf ולדורף Waldorf Astoria New York מלון וולדורף אסטוריה Waldorf education חינוך ולדורף Waldorf salad סלט ולדורף Waldpolenz Solar Park הפארק הסולארי ואלדפולנץ Waleed Al-Husseini ואליד חוסיין Walensee אגם ואלן Wales ויילס Wales קטגוריה:ויילס Wales Newport ניופורט Wales River Dee די Wales national basketball team נבחרת ויילס בכדורסל Wales national football team נבחרת ויילס בכדורגל Wales national football team navigational boxes קטגוריה:סגלי נבחרת ויילס בכדורגל Wales squad UEFA Euro 2016 תבנית:נבחרת ויילס ביורו 2016 Wales templates קטגוריה:תבניות ניווט - ויילס Walgreens וולגרינס Walhalla memorial מקדש ואלהלה Wali ולי Walia ibex יעל אתיופי Walid Badir ואליד באדיר Walid Eido וליד עידו Walid Haj Yahia וליד חאג'-יחיא Walid Jumblatt וליד ג'ונבלאט Walid Khalidi וליד ח'אלדי Walid Muallem ואליד אל-מועלם Walid Shoebat וליד שועיבת Walk Away Walk Away Walk Away Single.PNG קובץ:Walk Away Single.png Walk Off The Earth Walk Off The Earth Walk This Way Walk This Way Walk of Ideas Walk of Ideas Walk on Water ללכת על המים Walk the Line הולך בדרכי Walker ווקר Walker Evans ווקר אוונס Walking הליכה Walking קטגוריה:הליכה Walking Dead המתים המהלכים Walking Together הולכים ביחד Walking stick מקל הליכה Walking with Beasts ללכת עם חיות Walking with Dinosaurs ללכת בין דינוזאורים Walking with Dinosaurs ללכת עם דינוזאורים Walkman ווקמן Wall קיר Wall Street וול סטריט Wall Street Crash of 1929 יום חמישי השחור Wall Street English וול סטריט Wall and tower חומה ומגדל Wall calendar לוח שנה Wall crab spider פחוסניים Wall plug דיבל Walla! וואלה! NEWS Walla!shops וואלה! שופס Wallace & Gromit: The Curse of the Were-Rabbit וולאס וגרומיט והארנב הקטלני Wallace Arthur וולאס ארתור Wallace Carothers וולאס קרותרס Wallace Collection אוסף וולאס Wallace Ford וולאס פורד Wallace Monument אנדרטת וולאס Wallace Spearmon וולאס ספירמון Wallace Stegner וולאס סטגנר Wallace Stevens וולאס סטיבנס Wallace Sword חרב וולאס Wallace and Gromit וולאס וגרומיט Wallace and Gromit קטגוריה:וולאס וגרומיט Wallace and Gromit תבנית:וולאס וגרומיט Wallace and Gromit's World of Invention וולאס וגרומיט בעולם של המצאות Wallach וולך Wallachia ולאכיה Wallachia קטגוריה:ולאכיה Wallaroo וולארו Wallcreeper כותלי Walle Nauta ואלה נאוטה Waller וולר Wallerian degeneration ניוון וולריאני Wallet Wallet Wallet ארנק Walley Barnes וולי בארנס Wallia ואליה Wallis ואליס Wallis Simpson ווליס סימפסון Wallis and Futuna ואליס ופוטונה Wallis and Futuna קטגוריה:ואליס ופוטונה Wallis and Futuna national football team נבחרת ואליס ופוטונה בכדורגל Wallisian language ואליסיאנית Wallman וולמן Wallonia ולוניה Walloon Legion הלגיון הוולוני Walloon language ולונית Wallpaper טפט Walls קטגוריה:חומות Walls of Dubrovnik חומות דוברובניק Walls of Jerusalem חומות ירושלים Walls of Rome קטגוריה:רומא: חומות Wally Ris וולטר ריס Wally Schirra וולטר שירה הבן Wally Szczerbiak וולי שצ'רביאק Wally West וולי וסט Wally Wolf וולי וולף Walmart וול-מארט Walpurgis Night ליל ולפורגה Walraven van Hall ואלראבן ואן האל Walrus ניבתן Walsall F.C. וולסול Walsall F.C. players קטגוריה:כדורגלני וולסול Walsh וולש Walsh convention Walsh Diamond Walt Bellamy וולט בלאמי Walt Disney וולט דיסני Walt Disney Animation Studios אולפני ההנפשה של וולט דיסני Walt Disney Concert Hall אולם הקונצרטים על שם וולט דיסני Walt Disney Parks and Resorts פארקים ואתרי נופש של חברת וולט דיסני Walt Disney Parks and Resorts קטגוריה:דיסני: פארקי שעשועים Walt Disney Parks and Resorts תבנית:פארקי דיסני Walt Disney Parks and Resorts fireworks קטגוריה:דיסני: מופעי זיקוקים Walt Disney Studios Park פארק אולפני וולט דיסני Walt Disney World דיסניוורלד Walt Disney World קטגוריה:דיסניוורלד Walt Disney anthology television series עולמו המופלא של דיסני Walt Disney's Carousel of Progress קרוסלת הקידמה Walt Disney's Enchanted Tiki Room חדר הטיקי הקסום Walt Frazier וולט פרייזר Walt Whitman וולט ויטמן Walt Whitman Rostow וולט רוסטו Walter ולטר Walter Annenberg ולטר אננברג Walter Ayoví וולטר איובי Walter Bagehot וולטר בג'ט Walter Bathe ולטר בתה Walter Benjamin ולטר בנימין Walter Berry ואלטר ברי Walter Brack ולטר בראק Walter Brennan וולטר ברנן Walter Charles Langer ולטר לנגר Walter Chrysler וולטר קרייזלר Walter Crickmer וולטר קיקמר Walter Cronkite וולטר קרונקייט Walter Cunningham וולטר קנינגהם Walter Damrosch וולטר דאמרוש Walter Davis וולטר דייוויס Walter Dix וולטר דיקס Walter Eytan ולטר איתן Walter Ferguson וולטר פרגסון Walter Gargano וולטר גרגאנו Walter Gieseking ולטר גיזקינג Walter Gilbert וולטר גילברט Walter Gotell וולטר גוטל Walter Gresham וולטר גרשם Walter Gropius ולטר גרופיוס Walter Heitz ולטר הייץ Walter Henry Rothwell וולטר הנרי רותוול Walter Herrmann ולטר הרמן Walter Humala/Peruvian Society הנתיב הזוהר Walter Huston וולטר יוסטון Walter Isaacson וולטר אייזקסון Walter John ולטר ג'ון Walter Jon Williams וולטר ג'ון ויליאמס Walter Junghans ואלטר יונגהאנס Walter Kaufmann ולטר קאופמן Walter Koenig וולטר קניג Walter Kohn וולטר קוהן Walter Krivitsky ולטר קריביצקי Walter Krüger ולטר קריגר Walter Kuntze ולטר קונצה Walter Laqueur זאב לקויר Walter Legge וולטר לג Walter Lichel ולטר ליכל Walter Lippmann וולטר ליפמן Walter Lowdermilk וולטר קליי לאודרמילק Walter Matthau וולטר מתאו Walter Michel ולטר מישל Walter Miller Jr. וולטר מ' מילר Walter Model ולטר מודל Walter Mondale וולטר מונדייל Walter Murch וולטר מרץ' Walter Nash וולטר נאש Walter Norris Congreve ולטר נוריס קונגריב Walter Pidgeon וולטר פידג'ן Walter Piston וולטר פיסטון Walter Plowden וולטר פלאודן Walter Raleigh וולטר ראלי Walter Rauff ולטר ראוף Walter Reed National Military Medical Center המרכז הרפואי הצבאי הלאומי וולטר ריד Walter Rodney וולטר רודני Walter Samuel וולטר סמואל Walter Savage Landor וולטר סוואג' לנדור Walter Scheel ולטר של Walter Schellenberg ולטר שלנברג Walter Scott וולטר סקוט Walter Steinitz ולטר שטייניץ Walter Susskind וולטר זוסקינד Walter Sydney Adams וולטר סידני אדמס Walter Süskind ולטר סוסקינד Walter Tewksbury ג'ון טוקסברי Walter Trier ולטר טריר Walter Ulbricht ולטר אולבריכט Walter Warlimont ולטר ורלימונט Walter Weiß ולטר וייס Walter Weller ולטר ולר Walter Wild וולטר ויילד Walter Winchell וולטר וינצ'ל Walter Zadek ולטר צדק Walter Zenga וולטר זנגה Walter de Gruyter ולטר דה גרויטר Walter the Chancellor ולטר הנגיד Walter von Brockdorff-Ahlefeldt ולטר פון ברוקדורף-אהלפלדט Walterinnesia aegyptia פתן שחור Walters ולטרס Walther Bothe ולתר בותה Walther Funk ולטר פונק Walther Lucht ולטר לוכט Walther Nehring ולטר נהרינג Walther Nernst ולטר נרנסט Walther Rathenau ולטר רתנאו Walther Wenck ולטר ונק Walther von Brauchitsch ולטר פון בראוכיטש Walther von Lüttwitz ולטר פון ליטוויץ Walther von Reichenau ולטר פון רייכנאו Walther von Seydlitz-Kurzbach ולטר פון זיידליץ-קורצבאך Walther von der Vogelweide ולטר פון דר פוגלוויידה Walton וולטון Walton Ford וולטון פורד Walton Goggins וולטון גוגינס Walton Walker וולטון ווקר Waltz ואלס Waltz with Bashir ואלס עם באשיר Waltzing Matilda וולסינג מתילדה Walvis Bay ואלוויס ביי Walworth Barbour וולוורת ברבור Wan Chai District ואן צ'אי Wanaka ואנקה Wand מטה קסם Wanda Landowska ונדה לנדובסקה Wanda Makuch-Korulska ונדה מקוך-קורולסקה Wander Over Yonder וונדר מציל את העולם Wanderer above the Sea of Fog הטייל מעל לים הערפילים Wanderers F.C. וונדררס Wandering Jew היהודי הנודד Wandering Stars Wandering Stars Wandering albatross אלבטרוס נודד Wandervogel ואנדרפוגל Wanderwort ונדרוורט Wang ואנג Wang Bi ואנג בי Wang Hao ואנג האו Wang Jianlin ואנג ג'יאנלין Wang Liqin ואנג ליצ'ין Wang Mang ואנג מאנג Wang Nan ואנג נאן Wang Zhizhi ואנג ג'ג'ה Wang tile אריחי ואנג Wangari Maathai ואנגרי מאטאיי Wankel engine מנוע ונקל Wanli Emperor ואן-לי Wanna Know My Name? Later/HarryPotterInSpanish הארי פוטר והאסיר מאזקבאן Wannsee ואנזה Wannsee Conference ועידת ואנזה Want of Matter דלות החומר Wanted מבוקש Wanted poster כרזת מבוקש Wapping וופינג Waqasibrahim דף אינטרנט Waqf וקף War מלחמה War פורטל:צבא War תבנית:טקטיקה ואסטרטגיה War & Peace מלחמה ושלום War Horse סוס מלחמה War Machine וור משין War Medal 1939–1945 מדליית המלחמה 1939–1945 War Memorial Opera House בית האופרה - יד זיכרון לנופלים War Office משרד המלחמה War Production Board מועצת הייצור המלחמתית War Refugee Board הוועד לענייני פליטים War Requiem רקוויאם המלחמה War and Peace מלחמה ושלום War bond איגרת מלחמה War bride כלות מלחמה War casualties קטגוריה:חללי קרבות War casualties by nationality קטגוריה:חללי קרבות לפי מדינה War casualties by war קטגוריה:חללים לפי מלחמה War communism קומוניזם מלחמתי War correspondent כתב צבאי War correspondents קטגוריה:כתבים צבאיים War crime פשע מלחמה War crimes קטגוריה:פשעי מלחמה War crimes of the Wehrmacht פשעי המלחמה של הוורמאכט War deities קטגוריה:אלילי מלחמה War elephant פיל מלחמה War film סרט מלחמה War films קטגוריה:סרטי מלחמה War films by genre קטגוריה:סרטי מלחמה לפי סוגה War flag דגל צבאי War for the Oaks מלחמה למען האלונים War for the Planet of the Apes כוכב הקופים: המלחמה War goddesses קטגוריה:אלות מלחמה War gods קטגוריה:אלי מלחמה War grave בית קברות צבאי War hammer פטיש קרב War in Abkhazia מלחמת אבחזיה War in Afghanistan מלחמת אפגניסטן War in Afghanistan קטגוריה:מלחמת אפגניסטן War in Darfur רצח העם בדארפור War in North-West Pakistan המלחמה בצפון-מערב פקיסטן War in the Pacific National Historical Park הפארק הלאומי ההיסטורי למלחמה באוקיינוס השקט War of 1812 מלחמת 1812 War of 1812 קטגוריה:מלחמת 1812 War of Attrition מלחמת ההתשה War of Attrition קטגוריה:מלחמת ההתשה War of Canudos מלחמת קאנודוס War of Currents מלחמת הזרמים War of Dagestan הפלישה לדגסטאן War of Jenkins' Ear מלחמת אוזנו של ג'נקינס War of Kings מלחמת המלכים War of Souls מלחמת הנשמות War of aggression מלחמה תוקפנית War of the Austrian Succession מלחמת הירושה האוסטרית War of the Bucket מלחמת הדלי War of the Buttons מלחמת הכפתורים War of the Camps מלחמת המחנות War of the Castilian Succession מלחמת הירושה הקסטיליאנית War of the First Coalition הקואליציה האנטי-צרפתית הראשונה War of the Fourth Coalition הקואליציה האנטי-צרפתית הרביעית War of the Green Lanterns מלחמת הפקחים הירוקים War of the Languages מלחמת השפות War of the League of Cambrai מלחמת ליגת קמברה War of the Pacific מלחמת האוקיינוס השקט War of the Pacific קטגוריה:מלחמת האוקיינוס השקט War of the Second Coalition הקואליציה האנטי-צרפתית השנייה War of the Sixth Coalition הקואליציה האנטי-צרפתית השישית War of the Sons of Light Against the Sons of Darkness מגילת מלחמת בני אור בבני חושך War of the Spanish Succession מלחמת הירושה הספרדית War of the Spanish Succession קטגוריה:מלחמת הירושה הספרדית War of the Succession of Landshut מלחמת לנדסהוט War of the Third Coalition הקואליציה האנטי-צרפתית השלישית War of the Worlds מלחמת העולמות War on Drugs המלחמה בסמים War on Terror המלחמה העולמית בטרור War on Terror קטגוריה:לחימה בטרור War over Water המלחמה על המים War photographers קטגוריה:צלמי מלחמה War photographs קטגוריה:תצלומי מלחמה War photography צילום מלחמה War poet משוררי מלחמת העולם הראשונה War reparations פיצויי מלחמה War so much war כמה מלחמה... כמה War with the Newts המלחמה בסלמנדרות WarGames משחקי מלחמה Waray Wikipedia ויקיפדיה בשפת ואריי-ואריי Warbound וורבאונד Warburg Institute מכון ורבורג Warburg coefficient מקדם וארבורג Warburg effect תופעת ורבורג Warburg element עכבת וארבורג Warburg family משפחת ורבורג Warchest Warchest Warcraft וורקראפט Warcraft וורקראפט: ההתחלה Ward חסוי Ward Cunningham וורד קנינגהם Wardenclyffe Tower מגדל וורדנקליף Warder Cresson וורדר קרסון Warehouse מחסן Waren וארן Warfare קטגוריה:לוחמה Warfare of Antiquity קטגוריה:מלחמות בעת העתיקה Warfare of the Middle Ages קטגוריה:פלישות ומלחמות בימה"ב Warfarin וארפרין Warfreak1941 ביטחון לאומי Warg וארג Wargames קטגוריה:משחקי מלחמה Wargaming Seattle Gas Powered Games Warhammer 40,000 וורהאמר 40,000 Warhammer Fantasy וורהאמר פנטזיה Warhammer Fantasy Battle וורהאמר Warhead ראש קרב Wari culture תרבות וארי Waring's problem בעיית וארינג Warini ורנים Waris Dirie ואריס דירי Warka וורקא Warlord מצביא Warlords of the Zemene Mesafint קטגוריה:שושלת יג'ו Warm Bodies מת עליה Warmian-Masurian Voivodeship ורמיה-מזוריה Warmian-Masurian Voivodeship קטגוריה:ורמיה-מזוריה Warner וורנר Warner Bros. האחים וורנר Warner Bros. films קטגוריה:סרטי האחים וורנר Warner Music Group וורנר מיוזיק גרופ Warning Warning: Warp שתי וערב Warp drive מנוע עיוות Warp knitting סריגת שתי Warpath וורפאת' Warped Tour ואנס וארפד טור Warrant כתב אופציה Warrap ואראפ Warren וורן Warren Austin וורן אוסטין Warren Beatty וורן בייטי Warren Brown וורן בראון Warren Buffett וורן באפט Warren Burger וורן ברגר Warren Christopher וורן כריסטופר Warren Clarke וורן קלארק Warren Commission ועדת וורן Warren Cup גביע וורן Warren G וורן ג'י Warren Goldstein וורן גולדשטיין Warren Harding וורן הרדינג Warren Harding קטגוריה:וורן הרדינג Warren Hastings וורן הייסטינגס Warren Kealoha וורן קילואה Warren Weinstein וורן ויינשטיין Warren Worthington III אנג'ל Warren's Gate שער וורן Warren's Shaft פיר וורן Warri Wolves players קטגוריה:כדורגלני ווארי וולבס Warrickball/Lane–Emden equation משוואת ליין-אמדן Warring States period תקופת המדינות הלוחמות Warrior Warrior Warrior לוחם Warrior tracked armoured vehicle ווריור Warrior4321/articles/Darius the Great3 דריוש הראשון Warriors לוחמים Warriors Three הלוחמים שלושה Warrnambool ווארנאמבול Wars קטגוריה:מלחמות Wars between the United States and Native Americans קטגוריה:מלחמות האינדיאנים Wars by country קטגוריה:מלחמות לפי מדינה Wars by type קטגוריה:סוגי מלחמות Wars involving Afghanistan קטגוריה:מלחמות אפגניסטן Wars involving Albania קטגוריה:מלחמות אלבניה Wars involving Algeria קטגוריה:אלג'יריה: מלחמות Wars involving Ancient Rome קטגוריה:מלחמות רומיות Wars involving Angola קטגוריה:מלחמות אנגולה Wars involving Argentina קטגוריה:מלחמות ארגנטינה Wars involving Australia קטגוריה:מלחמות אוסטרליה Wars involving Austria קטגוריה:מלחמות אוסטריה Wars involving Azerbaijan קטגוריה:מלחמות אזרבייג'ן Wars involving Bangladesh קטגוריה:מלחמות בנגלדש Wars involving Belgium קטגוריה:מלחמות בלגיה Wars involving Bolivia קטגוריה:מלחמות בוליביה Wars involving Brazil קטגוריה:מלחמות ברזיל Wars involving Bulgaria קטגוריה:מלחמות בולגריה Wars involving Burundi קטגוריה:מלחמות בורונדי Wars involving Canada קטגוריה:מלחמות קנדה Wars involving Carthage קטגוריה:מלחמות קרתגו Wars involving Chad קטגוריה:מלחמות צ'אד Wars involving Chile קטגוריה:מלחמות צ'ילה Wars involving China קטגוריה:מלחמות סין Wars involving Colombia קטגוריה:מלחמות קולומביה Wars involving Croatia קטגוריה:מלחמות קרואטיה Wars involving Cuba קטגוריה:מלחמות קובה Wars involving Denmark קטגוריה:מלחמות דנמרק Wars involving Ecuador קטגוריה:מלחמות אקוודור Wars involving Egypt קטגוריה:מלחמות מצרים Wars involving El Salvador קטגוריה:מלחמות אל סלוודור Wars involving Estonia קטגוריה:מלחמות אסטוניה Wars involving Ethiopia קטגוריה:מלחמות אתיופיה Wars involving Finland קטגוריה:מלחמות פינלנד Wars involving France קטגוריה:מלחמות צרפת Wars involving Georgia קטגוריה:מלחמות גאורגיה Wars involving Germany קטגוריה:מלחמות גרמניה Wars involving Greece קטגוריה:מלחמות יוון Wars involving Honduras קטגוריה:מלחמות הונדורס Wars involving Hungary קטגוריה:מלחמות הונגריה Wars involving India קטגוריה:מלחמות הודו Wars involving Iran קטגוריה:מלחמות איראן Wars involving Iraq קטגוריה:מלחמות עיראק Wars involving Ireland קטגוריה:מלחמות אירלנד Wars involving Israel קטגוריה:מלחמות ישראל Wars involving Italy קטגוריה:מלחמות איטליה Wars involving Japan קטגוריה:מלחמות יפן Wars involving Jordan קטגוריה:מלחמות ירדן Wars involving Kuwait קטגוריה:מלחמות כווית Wars involving Latvia קטגוריה:מלחמות לטביה Wars involving Lebanon קטגוריה:מלחמות לבנון Wars involving Libya קטגוריה:מלחמות לוב Wars involving Luxembourg קטגוריה:מלחמות לוקסמבורג Wars involving Macedonia קטגוריה:מלחמות מוקדון Wars involving Mexico קטגוריה:מלחמות מקסיקו Wars involving Moldova קטגוריה:מלחמות מולדובה Wars involving Mongolia קטגוריה:מלחמות מונגוליה Wars involving Montenegro קטגוריה:מלחמות מונטנגרו Wars involving Morocco קטגוריה:מלחמות מרוקו Wars involving Namibia קטגוריה:מלחמות נמיביה Wars involving New Zealand קטגוריה:מלחמות ניו זילנד Wars involving Nicaragua קטגוריה:מלחמות ניקרגואה Wars involving Niger קטגוריה:מלחמות ניז'ר Wars involving North Korea קטגוריה:מלחמות קוריאה הצפונית Wars involving Norway קטגוריה:מלחמות נורווגיה Wars involving Oman קטגוריה:מלחמות עומאן Wars involving Pakistan קטגוריה:מלחמות פקיסטן Wars involving Paraguay קטגוריה:מלחמות פרגוואי Wars involving Peru קטגוריה:מלחמות פרו Wars involving Poland קטגוריה:מלחמות פולין Wars involving Portugal קטגוריה:מלחמות פורטוגל Wars involving Prussia קטגוריה:מלחמות פרוסיה Wars involving Romania קטגוריה:מלחמות רומניה Wars involving Russia קטגוריה:מלחמות רוסיה Wars involving Rwanda קטגוריה:מלחמות רואנדה Wars involving Saudi Arabia קטגוריה:מלחמות ערב הסעודית Wars involving Senegal קטגוריה:מלחמות סנגל Wars involving Serbia קטגוריה:מלחמות סרביה Wars involving Slovakia קטגוריה:מלחמות סלובקיה Wars involving South Africa קטגוריה:מלחמות דרום אפריקה Wars involving South Korea קטגוריה:מלחמות קוריאה הדרומית Wars involving Spain קטגוריה:מלחמות ספרד Wars involving Sudan קטגוריה:מלחמות סודאן Wars involving Sweden קטגוריה:מלחמות שוודיה Wars involving Syria קטגוריה:מלחמות סוריה Wars involving Thailand קטגוריה:מלחמות תאילנד Wars involving Tonga קטגוריה:מלחמות טונגה Wars involving Turkey קטגוריה:מלחמות טורקיה Wars involving Uganda קטגוריה:מלחמות אוגנדה Wars involving Ukraine קטגוריה:מלחמות אוקראינה Wars involving Uruguay קטגוריה:מלחמות אורוגוואי Wars involving Vietnam קטגוריה:מלחמות וייטנאם Wars involving Zimbabwe קטגוריה:מלחמות זימבבואה Wars involving the Czech Republic קטגוריה:מלחמות צ'כיה Wars involving the Democratic Republic of the Congo קטגוריה:מלחמות הרפובליקה הדמוקרטית של קונגו Wars involving the Dominican Republic קטגוריה:מלחמות הרפובליקה הדומיניקנית Wars involving the Netherlands קטגוריה:מלחמות הולנד Wars involving the Ottoman Empire קטגוריה:מלחמות האימפריה העות'מאנית Wars involving the Philippines קטגוריה:מלחמות הפיליפינים Wars involving the Republic of Macedonia קטגוריה:מלחמות מקדוניה Wars involving the Russian Empire קטגוריה:מלחמות האימפריה הרוסית Wars involving the Seleucid Empire קטגוריה:מלחמות סלאוקיות Wars involving the Soviet Union קטגוריה:מלחמות ברית המועצות Wars involving the United Kingdom קטגוריה:מלחמות בריטניה Wars involving the United States קטגוריה:מלחמות ארצות הברית Wars of Alexander the Great מלחמותיו של אלכסנדר הגדול Wars of the Diadochi מלחמות הדיאדוכים Wars of the Roses מלחמות השושנים Wars of the Roses קטגוריה:מלחמות השושנים Warsaw ורשה Warsaw קטגוריה:ורשה Warsaw Autumn פסטיבל הסתיו של ורשה Warsaw Carmelite Church הכנסייה הכרמליטית של ורשה Warsaw Chopin Airport נמל התעופה ורשה פרדריק שופן Warsaw Concerto קונצ'רטו ורשה Warsaw Convention אמנת ורשה Warsaw Ghetto גטו ורשה Warsaw Ghetto קטגוריה:גטו ורשה Warsaw Ghetto Uprising מרד גטו ורשה Warsaw Ghetto Uprising insurgents קטגוריה:לוחמי מרד גטו ורשה Warsaw Ghetto boundary markers אנדרטאות גבולות גטו ורשה Warsaw Ghetto inmates קטגוריה:אסירים בגטו ורשה Warsaw Great Synagogue בית הכנסת טלומצקה Warsaw Jewish Cemetery בית הקברות היהודי בוורשה Warsaw Jewish Theatre התיאטרון היהודי בוורשה Warsaw Metro הרכבת התחתית של ורשה Warsaw Museum of Modern Art המוזיאון לאמנות מודרנית בוורשה Warsaw National Philharmonic Orchestra התזמורת הפילהרמונית של ורשה Warsaw National Stadium האצטדיון הלאומי Warsaw Pact ברית ורשה Warsaw Pact invasion of Czechoslovakia הפלישה הסובייטית לצ'כוסלובקיה Warsaw Royal Castle הטירה המלכותית בוורשה Warsaw Soviet Military Cemetery בית הקברות של הצבא הסובייטי בוורשה Warsaw St. Anne's Church כנסיית סנט אנה Warsaw St. John's Archcathedral קתדרלת יוחנן הקדוש Warsaw Uprising מרד ורשה Warsaw radio mast אנטנת הרדיו של ורשה Warship ספינת מלחמה Warszawa Centralna railway station ורשאבה צנטראלנה Wart יבלת עור Wartburg וארטבורג Warton Aerodrome וורטון Warwick Davis ווריק דייוויס Warwickshire ווריקשייר Was-sceptre ואס Wasabi ואסאבי Wasat וסאט Waseda University אוניברסיטת ואסדה Wasfi al-Tal וספי א-תל Washboard קרש כביסה Washing machine מכונת כביסה Washing mitt כפפת רחצה Washington וושינגטון Washington קטגוריה:מדינת וושינגטון Washington קטגוריה:מדינת וושינגטון: מחוזות Washington תבנית:וושינגטון Washington Aberdeen אברדין Washington Agreement הסכם וושינגטון Washington Bartlett וושינגטון ברטלט Washington Bellingham בלינגהאם Washington Blade וושינגטון בלייד Washington Blaine בליין Washington Bremerton ברמרטון Washington Buildings and structures in Seattle קטגוריה:סיאטל: מבנים Washington Bullets players קטגוריה:כדורסלני וושינגטון בולטס Washington Capitals וושינגטון קפיטלס Washington Capitols וושינגטון קפיטולס Washington Channel תעלת וושינגטון Washington Consensus קונצנזוס וושינגטון Washington County מחוז וושינגטון Washington Crossing the Delaware וושינגטון חוצה את הדלאוור Washington DC landmarks תבנית:אנדרטאות בוושינגטון Washington Dulles International Airport נמל התעופה הבינלאומי וושינגטון דאלס Washington Everett אוורט Washington Gig Harbor גיג הרבור Washington Haggadah הגדת וושינגטון Washington Huskies men's basketball players קטגוריה:כדורסלני אוניברסיטת וושינגטון Washington Irving וושינגטון אירווינג Washington King County מחוז קינג Washington Luís וושינגטון לואיס Washington Metro הרכבת התחתית של וושינגטון Washington Monument אנדרטת וושינגטון Washington Mystics וושינגטון מיסטיקס Washington National Cathedral הקתדרלה הלאומית של וושינגטון Washington Nationals וושינגטון נשיונאלס Washington Naval Conference הוועידה הימית בוושינגטון Washington Naval Treaty אמנת וושינגטון Washington Navy Yard shooting הטבח בבסיס הצי האמריקני בוושינגטון Washington Olympia אולימפיה Washington Redmond רדמונד Washington Redskins וושינגטון רדסקינס Washington Richland ריצ'לנד Washington Seattle קטגוריה:סיאטל Washington Skyscrapers in Seattle קטגוריה:סיאטל: גורדי שחקים Washington Snoqualmie סנוקוולמי Washington Spokane ספוקיין Washington Sports in Seattle קטגוריה:סיאטל: ספורט Washington State Capitol קפיטול מדינת וושינגטון Washington Tacoma טקומה Washington University in St. Louis אוניברסיטת וושינגטון בסנט לואיס Washington University in St. Louis faculty קטגוריה:סגל אוניברסיטת וושינגטון בסנט לואיס Washington Vancouver ונקובר Washington Wizards וושינגטון ויזארדס Washington Wizards head coaches קטגוריה:מאמני וושינגטון ויזארדס Washington Wizards players קטגוריה:כדורסלני וושינגטון ויזארדס Washington Yakima יאקימה Washington's Birthday יום הולדתו של וושינגטון Washington's Birthday Marathon מרתון יום הולדתו של וושינגטון Washingtonia וושינגטוניה Washingtonia robusta וושינגטוניה חסונה Washitsu ואשיצו Washoe וואשו Washukanni ושוכני Wasil Taha ואסל טאהא Wasilków וסילקוב Wasit Governorate ואסט Wasp הצרעה Wasp צרעה Wassaf אל-וצאף Wasserfall וסרפאל Wassermann וסרמן Wassily Kandinsky וסילי קנדינסקי Wassily Leontief וסילי לאונטיף Wassoulou Empire אימפריית ואסולו Waste פסולת Waste קטגוריה:פסולת Waste container פח אשפה Waste hierarchy מדרג הפסולת Waste management קטגוריה:פינוי פסולת Waste minimisation הפחתה במקור Waste-to-energy הפקת אנרגיה מפסולת Wastewater שפכים Wat ואט Wat Arun ואט ארון Wat Pho ואט פהו Wat Phra Kaew ואט פרה קוו Wat Phra That Doi Suthep ואט פרה טאט דוי סוטפ Wat Rong Khun המקדש הלבן Wat Saket ואט סאקט Wat Suthat ואט סותאט Wat Tyler ווט טיילר Wat Yannawa ואט יאנאווה Watch שעון יד Watch Dogs Watch Dogs Watch Dogs 2 Watch Dogs 2 Watch glass זכוכית שעון Watch manufacturing companies קטגוריה:יצרני שעונים Watch manufacturing companies of Switzerland קטגוריה:יצרני שעונים שווייצרים Watch the Throne Watch the Throne WatchAndObserve/Amygdala אמיגדלה WatchAndObserve/ENS סינדרום האף הריק WatchAndObserve/Hippocampus היפוקמפוס Watchlist עזרה:רשימת מעקב Watchmaker שען Watchmen השומרים Water מים Water קטגוריה:מים Water Drops on Burning Rocks טיפות על אבנים לוהטות Water Lilies חבצלות המים Water ball כדור מים Water balloon בלון מים Water bird עופות מים Water buffalo תאו מים Water cannon מכת"ז Water chevrotain איילון המים Water clock שעון מים Water cribs in Chicago עריסות המים של שיקגו Water cycle מחזור המים Water deer אלקרן הגדות Water feature אלמנט מים Water fluoridation הפלרת מי-שתייה Water for Elephants מים לפילים Water gun רובה מים Water hammer הלם מים Water ice קטגוריה:קרח Water integrator אינטגרטור מים Water intoxication הרעלת מים Water jet cutter חיתוך בסילון מים Water knot קשר מים Water level שטיכמוס Water miscible oil paint צבע שמן נמסך במים Water opossum אופוסום המים Water park פארק מים Water parks קטגוריה:פארקי מים Water police ימאי שיטור Water pollution קטגוריה:זיהום מים Water polo כדורמים Water polo קטגוריה:כדורמים Water polo at the Summer Olympics כדורמים במשחקים האולימפיים Water polo at the World Aquatics Championships כדורמים באליפויות העולם Water polo in Israel קטגוריה:כדורמים ישראלי Water polo navigational boxes קטגוריה:תבניות ניווט - כדורמים Water polo players קטגוריה:שחקני כדורמים Water potential פוטנציאל מים Water purification טיהור מים Water rail רלית המים Water rocket רקטת מים Water skiing סקי מים Water slide מגלשת מים Water snake נחש מים Water softening ריכוך מים Water sports קטגוריה:ספורט מים Water supply קטגוריה:אספקת מים Water supply and sanitation in Israel משק המים והשפכים בישראל Water supply and sanitation in Israel קטגוריה:אספקת מים בישראל Water supply and sanitation in the United States קטגוריה:ארצות הברית: אספקת מים Water supply infrastructure קטגוריה:מבני אספקת מים Water supply infrastructure in the United States קטגוריה:מבני אספקת מים בארצות הברית Water taxi מונית נהר Water thick-knee כרוון המים Water tower מגדל מים Water towers קטגוריה:מגדלי מים Water transport in Israel קטגוריה:ישראל: ימאות Water treatment קטגוריה:טיהור מים Water vapor אדי מים Water well באר מים Water wells קטגוריה:בארות Waterbed מיטת מים Waterbuck קובוס המים Watercock רלית תרנגולית Watercolor painting צבע מים Watercolor painting קטגוריה:ציורים בצבעי מים Watercourses קטגוריה:נחלים Watercraft כלי שיט Watercraft קטגוריה:כלי שיט Watercress גרגיר הנחלים Waterfall מפל מים Waterfall model מודל מפל המים Waterfalls קטגוריה:מפלי מים Waterfalls by continent קטגוריה:מפלי מים לפי יבשת Waterfalls of Africa קטגוריה:אפריקה: מפלי מים Waterfalls of Europe קטגוריה:אירופה: מפלי מים Waterford Crystal בדולח ווטרפורד Waterfronts קטגוריה:טיילות Watergate ווטרגייט Watergate complex מתחם ווטרגייט Watergate salad סלט ווטרגייט Watergate scandal פרשת ווטרגייט Watergate scandal קטגוריה:פרשת ווטרגייט Watering can מזלף Watering trough שוקת Waterline קו טעינה Waterloo Waterloo Waterloo ווטרלו Waterloo & City line קו ווטרלו וסיטי Waterloo Bridge גשר ווטרלו Waterloo Hawks ווטרלו הוקס Waterloo Lily Waterloo Lily Waterloo Medal מדליית ווטרלו Waterloo Sunset Waterloo Sunset Waterloo Vase אגרטל ווטרלו Waterloo tube station תחנת הרכבת התחתית ווטרלו Waterlooplein וטרלופליין Waterlow Park פארק ווטרלו Watermark סימן מים Watermarks הכח לשחות Watermelon אבטיח Watermill טחנת מים Watermills קטגוריה:טחנות מים Waters of March Águas de Março Watershed Watershed Watership Down גבעת ווטרשיפ Waterskin נאד Waterspout נד מים Waterton-Glacier International Peace Park פארק השלום הבינלאומי ווטרטון-גליישר Watertown Watertown Waterways קטגוריה:נתיבי שיט Waterworld עולם המים Watford ווטפורד Watford F.C. ווטפורד Watford F.C. managers קטגוריה:מאמני ווטפורד Watford F.C. players קטגוריה:כדורגלני ווטפורד Watkins United States פסק דין ווטקינס נגד ארצות הברית Watson ווטסון Watson Escarpment מתלול ווטסון Watsu ואטסו Watt ואט Watt of Sussex מלך סאסקס ואט Wattasid dynasty השושלת הווטאסית Wattled brushturkey דגרתל מדולדל Wattled crane עגור כרבלתי Wattled guan הוקו מדולדל-חזה Watts ווטס Wauchope ווקופ Wave גל Wave equation משוואת הגלים Wave function פונקציית גל Wave function collapse קריסת פונקציית הגל Wave model תורת הגלים Wave offering מנחת העומר Wave packet חבילת גלים Wave vector וקטור גל Waved albatross אלבטרוס גלאפגוס Wavefront חזית גל Waveguide גלבו Wavelength אורך גל Wavelength-division multiplexing Wavelength-Division Multiplexing Wavelet transform התמרת wavelet Wavenumber מספר גל Waveplate לוחית גל Waverley45/sandbox מלך אנגליה צ'ארלס הראשון Waves קטגוריה:גלים Wave–particle duality דואליות גל-חלקיק Wavin' Flag Wavin' Flag Wawel ואוול Wawel Cathedral קתדרלת ואוול Wawel Dragon הדרקון של ואוול Wax שעווה Wax museum מוזיאון שעווה Wax museums קטגוריה:מוזיאוני שעווה Wax paper נייר שעווה Waxman וקסמן Waxwing ציצניתיים Way ויי Way of the Dragon שאגת הדרקון Way of the Patriarchs דרך ההר Wayang וויאנג קוליט Wayback Machine Wayback Machine Wayde van Niekerk וייד ואן ניקרק Waylander ויילנדר Waylon Francis ואילון פרנסיס Waylon Jennings ויילון ג'נינגס Wayne ויין Wayne Barlowe ויין בארלו Wayne Booth ויין בות' Wayne Brady ויין בריידי Wayne Bridge ויין ברידג' Wayne Downing ויין דאונינג Wayne Dyer ויין דייר Wayne Gretzky ויין גרצקי Wayne Hennessey ויין הנסי Wayne Knight ווין נייט Wayne Millner ויין מילנר Wayne Rooney ויין רוני Wayne Shorter ויין שורטר Wayne's World עולמו של ויין Wayne's World.jpg תמונה:Wayne's world.jpg Waypoint נקודת ציון Waze Waze Wazeba of Axum מלך אקסום ווזאבה Waziristan וזיריסטן Wazzani וזאני Wałbrzych ולבז'יך We Are Never Ever Getting Back Together We Are Never Ever Getting Back Together We Are Young We Are Young We Are the Champions We Are the Champions We Are the World We Are the World We Can Do It! We Can Do It! We Can't Dance We Can't Dance We Care a Lot We Care a Lot We Con the World לאטמה#סרטונים בולטים We Die Young We Die Young We Found Love We Found Love We Need to Talk About Kevin חייבים לדבר על קווין We Ride We Ride We Salute Thee Fair Antigua המנון אנטיגואה וברבודה We Shall Overcome We Shall Overcome We Were Liars היינו שקרנים We Were Soldiers חיילים היינו We Were Soldiers Once… And Young חיילים היינו וצעירים! We Will Rock You We Will Rock You We shall fight on the beaches נילחם בחופים We the Living אנו החיים We the Media אנחנו המדיה We're the Millers אנחנו המילרים We3 WE3 WeChat WeChat Weaam Amasha ויאם עמאשה Weak interaction הכוח הגרעיני החלש Weak topology טופולוגיה חלשה Weak two bid Weak two bid Weakest Link החוליה החלשה Weakly compact cardinal מונה קומפקטי חלש Wealth עושר Wealth קטגוריה:עושר Wealth in Israel קטגוריה:עושר בישראל Weapon כלי נשק Weapon X נשק אקס Weapon of mass destruction נשק להשמדה המונית Weapon stubs קטגוריה:קצרמר אמצעי לחימה Weapon systems officer נווט קרב Weapons קטגוריה:אמצעי לחימה Weapons by war קטגוריה:אמצעי לחימה לפי מלחמות Weapons of mass destruction קטגוריה:אב"כ Weapons of the Soviet Union קטגוריה:אמצעי לחימה סובייטיים Weapons trade קטגוריה:מסחר בנשק Wear שחיקה מכנית Wear Sunscreen Wear Sunscreen Wear and tear בלאי Wearable computer מחשוב לביש Wearethechampions.jpg קובץ:Wearethechampions.jpg Wearing the Inside Out Wearing the Inside Out Weasel סמור Weather מזג אוויר Weather Report Weather Report Weather Research and Forecasting Model מודלים לחיזוי מזג אוויר Weather Underground מחתרת מזג האוויר Weather Wizard אשף האוויר Weather box תבנית:מזג אוויר Weather extremes of Earth קטגוריה:מזג אוויר קיצוני בכדור הארץ Weather forecasting חיזוי מזג אוויר Weather front חזית מזג אוויר Weather map מפה סינופטית Weather modification שינוי מזג אוויר Weather presenters קטגוריה:חזאים Weather radar מכ"ם מזג האוויר Weather vane שבשבת WeatherVane/Sandbox הוריקן ריטה Weathering בליה Weathering steel פלדת בליה Weaver ויבר Weaving אריגה Web Web Web 2.0 וב 2.0 Web 2.0 קטגוריה:אתרים מבוססי תוכן משתמש Web Services Description Language Web Services Description Language Web accessibility נגישות אינטרנט Web analytics ניתוח תנועת גולשים Web application יישום רשת Web applications קטגוריה:יישומי רשת Web banner באנר Web beacon Web bug Web browser דפדפן Web browser engine מנוע פריסת תצוגה Web browsers קטגוריה:דפדפנים Web browsers תבנית:דפדפנים Web colors צבעי אינטרנט Web container Web container Web crawler זחלן רשת Web design עיצוב אתר אינטרנט Web design קטגוריה:עיצוב אתרי אינטרנט Web developer מפתח רשת Web development ספר:פיתוח יישומי ווב Web development קטגוריה:פיתוח יישומי ווב Web development software קטגוריה:כלי פיתוח לווב Web directory מדריך אתרים Web hosting קטגוריה:אחסון אתרי אינטרנט Web hosting control panel פאנל לניהול אחסון אתרים Web hosting service אחסון אתרי אינטרנט Web page דף אינטרנט Web part SharePoint#Web part Web portal פורטל Web portals קטגוריה:פורטל אינטרנט Web series סדרת רשת Web server שרת HTTP Web server software קטגוריה:שרתי HTTP Web service Web service Web services קטגוריה:שירותי אינטרנט Web traffic תעבורת רשת WebKit WebKit WebM WebM WebOS WebOS Webb וב Webby Award פרס ובי Webcam מצלמת רשת Webcomic ובקומיקס Webcomics קטגוריה:ובקומיקס Weber ובר Weber number מספר ובר Weber–Fechner law חוק ובר-פכנר Webkinz ובקינז Webley Revolver ובלי Webmail דואר מבוסס רשת Webmaster מנהל אתר אינטרנט Website אתר אינטרנט Website builder בניית אתר אינטרנט Website defacement השחתת אתר אינטרנט Website monetization מונטיזציה Websites קטגוריה:אתרי אינטרנט Websites by language קטגוריה:אתרי אינטרנט לפי שפה Websites by topic קטגוריה:אתרי אינטרנט לפי נושא Webster ובסטר Webster's Dictionary מילון ובסטר Wechsler וקסלר Wechsler Adult Intelligence Scale מבחן אינטליגנציה וכסלר למבוגרים Wechsler Intelligence Scale for Children מבחן אינטליגנציה וכסלר לילדים Weddell Sea ים ודל Weddell seal כלב ים ודל Wedderburn's little theorem המשפט הקטן של ודרברן Wedding ודינג Wedding חתונה Wedding קטגוריה:חתונה Wedding Church at Cana כנסיית החתונה Wedding Crashers לדפוק חתונה Wedding anniversary יום נישואים Wedding cake עוגת חתונה Wedding dress שמלת כלה Wedding invitation הזמנה לחתונה Wedding music מארש החתונה Wedding of Prince William and Catherine Middleton חתונת הנסיך ויליאם וקתרין מידלטון Wedding photography צילום חתונות Wedding ring טבעת נישואין Wedem Arad קיסר אתיופיה וודאם ערד Wedge טריז Wedge-capped capuchin קפוצ'ין מקונן Wedge-snouted skink נחושית חולות Wedge-tailed eagle עיט מחודד-זנב Wedgwood וג'ווד Wednesday יום רביעי Weed עשבים שוטים Weeds העשב של השכן Weegee ויג'י Week שבוע Weekend סוף השבוע Weekend at Bernie's סוף שבוע אצל ברני Weekly Torah Portions תבנית:פרשיות השבוע Weekly Torah portion פרשת השבוע Weekly Torah readings קטגוריה:פרשות השבוע Weekly magazines קטגוריה:שבועונים Weezer ויזר Wegener–Bergeron–Findeisen process תהליך ברגרון Wegera וגרה Wehha of East Anglia מלך מזרח אנגליה והה Wehrmacht ורמאכט Wehrmacht קטגוריה:ורמאכט Wehrmacht generals קטגוריה:גנרלים בוורמאכט Weibull distribution התפלגות וייבול Weider וידר Weierstrass M-test מבחן M של ויירשטראס Weierstrass factorization theorem משפט הפירוק של ויירשטראס Weierstrass function פונקציית ויירשטראס Weighing scale מאזניים Weight משקל Weight Watchers שומרי משקל Weight training אימון משקולות Weighted arithmetic mean ממוצע משוקלל Weightlifters קטגוריה:מרימי משקולות Weightlifting קטגוריה:הרמת משקולות Weightlifting at the Summer Olympics הרמת משקולות במשחקים האולימפיים WeijiBaikeBianji/Intelligence Draft אינטליגנציה Weil וייל Weil am Rhein וייל אם ריין Weimar ויימאר Weimar Republic קטגוריה:רפובליקת ויימאר Weimar Republic רפובליקת ויימאר Weimar Republic politicians קטגוריה:פוליטיקאים ברפובליקת ויימאר Weimar Triangle משולש ויימאר Weimaraner ויימרנר Weinberg ויינברג Weinberger ויינברגר Weiner ויינר Weinfeld ויינפלד Weingarten ויינגרטן Weinheim ויינהיים Weinreich ויינרייך Weinstein ויינשטיין Weinstock וינשטוק Weintraub וינטרוב Weird Al Yankovic וירד אל ינקוביק Weird number מספר מוזר Weiser וייזר Weiser Fulop פיליפ וייזר Weisman Art Museum מוזיאון וייסמן לאמנות Weismann barrier מחסום וייסמן Weiss וייס Weissenhof Estate שיכון וייסנהוף Weissensee וייסנזה Weissmann ויסמן Weitz וייץ Weizman Shiry ויצמן שירי Weizmann ויצמן Weizmann House בית חיים ויצמן Weizmann Institute faculty קטגוריה:סגל מכון ויצמן למדע Weizmann Institute of Science מכון ויצמן למדע Weizmann Institute of Science קטגוריה:מכון ויצמן למדע Weißenfels וייסנפלס Weißensee Cemetery בית הקברות היהודי בווייסנזה Weka וקה Welayta people ממלכת וואליטה Welcome Welcome Welcome תבנית:ברוך בואך Welcome templates קטגוריה:תבניות ברוך הבא Welcome to My DNA Welcome to My DNA Welcome to Sweden שוודיה אהובתי Welcome to the Dollhouse ברוכים הבאים לבית הבובות Welcoming committee ויקיפדיה:קבלת פנים Welcoming committee/Welcome to Wikipedia ויקיפדיה:ברוכים הבאים Weld ולד Welder רתך Welding ריתוך Welding power supply רתכת Welega וואלגה Welega Province מחוז ולגה Welfare קטגוריה:רווחה Welfare רווחה Welfare and service organizations קטגוריה:ארגוני עזרה Welfare state מדינת רווחה Welfare state קטגוריה:ביטחון סוציאלי Welfare trap מלכודת הרווחה Well house בית באר Well of Harod מעיין חרוד Well poisoning הרעלת בארות Well-Manicured Man תיקים באפלה#דמויות מרכזיות Well-defined מוגדר היטב Well-formed formula נוסחה Well-founded relation אינדוקציה נתרית Well-order סדר טוב Well-ordering principle עקרון הסדר הטוב Well-ordering theorem משפט הסדר הטוב Welland Canal תעלת ולנד Wellcome Collection אוסף ולקם Wellcome Trust קרן ולקם Wellesley College מכללת ולסלי Wellesley College faculty קטגוריה:סגל מכללת ולסלי Wellington ולינגטון Wellington קטגוריה:ולינגטון Wellington Arch קשת ולינגטון Wellington Government House בית הממשלה Wellington Phoenix FC ולינגטון פיניקס Wellington Phoenix FC results by opposition ולינגטון פיניקס Wellington Region ולינגטון Wellington Region קטגוריה:ולינגטון Welliton וליטון Wells ולס Wells Fargo ולס פארגו Wells Fargo Center וולס פארגו סנטר Wels ולס Wels-Land District מחוז ולס Welsh ולש Welsh Corgi ולש קורגי Welsh Dragon הדרקון האדום Welsh Guards המשמר הוולשי Welsh National Opera האופרה הוולשית הלאומית Welsh Premier League ליגת העל הוולשית Welsh actors קטגוריה:שחקני קולנוע וטלוויזיה ולשים Welsh chess players קטגוריה:שחמטאים ולשים Welsh culture קטגוריה:ויילס: תרבות Welsh football managers קטגוריה:מאמני כדורגל ולשים Welsh footballers קטגוריה:כדורגלנים ולשים Welsh language ולשית Welsh literature קטגוריה:ספרות ולשית Welsh monarchs קטגוריה:מלכי ויילס Welsh mythology מיתולוגיה ולשית Welsh people ולשים Welsh people קטגוריה:ולשים Welsh poets קטגוריה:משוררים ולשים Welsh soldiers קטגוריה:אנשי צבא ולשים Welsh sportspeople קטגוריה:ספורטאים ולשים Welsh writers קטגוריה:סופרים ולשים Weltausstellung 1873 Wien התערוכה העולמית של וינה Welthauptstadt Germania בירת העולם גרמאניה Weltsch ולטש Weltschmerz ולטשמרץ Welwitschia ולויטשיה Wembley ומבלי Wembley Arena הארנה של ומבלי Wembley Stadium אצטדיון ומבלי Wembley Stadium אצטדיון ומבלי הישן Wen Xuan מבחר הספרות של ג'או מינג Wenceslas Square כיכר ואצלב Wendell ונדל Wendell Meredith Stanley ונדל מרדית' סטנלי Wendell Pierce ונדל פירס Wendiceratops ונדיצרטופס Wendish Crusade מסע הצלב הוונדי Wends ונדים Wendy Hiller ונדי הילר Wendy Richard ונדי ריצ'רד Wendy Weinberg ונדי ויינברג Wendy Wu: Homecoming Warrior וונדי וו: לוחמת הנשף Wentworth Miller ונטוורת' מילר Wenzel Fuchs ונצל פוקס Werdyger ורדיגר Werewolf אדם זאב Werewolves קטגוריה:אנשי זאב Werewolves in film קטגוריה:אנשי זאב בתרבות ובאמנות Werldwayd משתמש:Werldwayd Werner ורנר Werner Arber ורנר ארבר Werner Eck ורנר אק Werner Egk ורנר אגק Werner Faymann ורנר פיימן Werner Forssmann ורנר פורסמן Werner Goldberg ורנר גולדברג Werner Günthör ורנר גינתר Werner Heisenberg ורנר הייזנברג Werner Herzog ורנר הרצוג Werner Israel ורנר ישראל Werner Kempf ורנר קמפף Werner Kienitz ורנר קיניץ Werner Mölders ורנר מלדרס Werner Olk ורנר אולק Werner Otto von Hentig ורנר אוטו פון הנטיג Werner Sombart ורנר זומבארט Werner von Blomberg ורנר פון בלומברג Werner von Fritsch ורנר פון פריטש Werner von Haeften ורנר פון האפטן Werner von Siemens ארנסט ורנר פון סימנס Wernher von Braun ורנר פון בראון Wernicke ורניקה Wernicke's area אזור ורניקה Wernigerode ורניגרודה Werra ורה Wert ורט Wertheimer ורטהיימר Werwolf ורוולף Wes Anderson וס אנדרסון Wes Bentley וס בנטלי Wes Borland וס בורלנד Wes Brown וס בראון Wes Craven וס קרייבן Wes Craven's New Nightmare הסיוט החדש של וס קרייבן Wes Montgomery וס מונטגומרי Wes Morgan וס מורגן Wes Studi וס סטודי Wes Unseld וס אנסלד Weser וזר Weserstadion וזרשטדיון Wesleong/Sandbox 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Wesley Crusher וסלי קראשר Wesley Matthews וסלי מת'יוז Wesley Sneijder וסלי סניידר Wesley Snipes וסלי סנייפס Wesley So סו וסלי Wesleyan University faculty קטגוריה:סגל אוניברסיטת וסליין Wespe וספה Wessex וסקס Wessex ממלכת וסקס West וסט West מערב West Africa מערב אפריקה West Africa קטגוריה:מערב אפריקה West African Ebola virus epidemic התפרצות האבולה במערב אפריקה West African Football Academy פיינורד אקאדמי West African Vodun וודו West African crocodile תנין מערב אפריקני West African giraffe ג'ירף מערב אפריקני West African lion אריה סנגלי West Asian people קטגוריה:עמי המזרח התיכון West Azerbaijan Province מערב אזרבייג'ן West Bank יהודה ושומרון West Bank קטגוריה:יהודה ושומרון West Bengal מערב בנגל West Bengal קטגוריה:מערב בנגל West Berlin ברלין המערבית West Bromwich Albion F.C. וסט ברומיץ' אלביון West Bromwich Albion F.C. managers קטגוריה:מאמני וסט ברומיץ' אלביון West Bromwich Albion F.C. players קטגוריה:כדורגלני וסט ברומיץ' אלביון West Caribbean Airways וסט קריביאן איירווייז West Caribbean Airways Flight 708 טיסה 708 של וסט קריביאן איירווייז West Caucasian tur יעל קווקזי מערבי West Coast החוף המערבי West Coast Memorial to the Missing of World War II אנדרטת החוף המערבי West Coast of the United States החוף המערבי West Country האזור המערבי של אנגליה West End of London וסט אנד West End theatre תיאטראות וסט אנד West Falkland אי פוקלנד המערבי West Fertilizer Company explosion הפיצוץ במפעל הדשנים בטקסס West Francia פרנקיה המערבית West Germanic languages קטגוריה:שפות גרמאניות מערביות West Germany גרמניה המערבית West Germany קטגוריה:גרמניה המערבית West Germany at the Olympics גרמניה המערבית במשחקים האולימפיים West Germany squad 1954 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1954 West Germany squad 1958 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1958 West Germany squad 1962 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1962 West Germany squad 1966 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1966 West Germany squad 1970 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1970 West Germany squad 1974 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1974 West Germany squad 1978 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1978 West Germany squad 1982 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1982 West Germany squad 1986 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1986 West Germany squad 1990 FIFA World Cup תבנית:נבחרת מערב גרמניה במונדיאל 1990 West Germany squad UEFA Euro 1972 תבנית:נבחרת מערב גרמניה ביורו 1972 West Germany squad UEFA Euro 1976 תבנית:נבחרת מערב גרמניה ביורו 1976 West Germany squad UEFA Euro 1980 תבנית:נבחרת מערב גרמניה ביורו 1980 West Germany squad UEFA Euro 1984 תבנית:נבחרת מערב גרמניה ביורו 1984 West Germany squad UEFA Euro 1988 תבנית:נבחרת מערב גרמניה ביורו 1988 West Gojjam Zone מערב גוג'ם West Ham United F.C. וסטהאם יונייטד West Ham United F.C. players קטגוריה:כדורגלני וסטהאם יונייטד West Hampstead וסט המפסטד West Highland Way וסט היילנד ויי West Highland White Terrier וסט היילנד וייט טרייר West Iberian languages קטגוריה:שפות איבריות מערביות West Indian manatee תחש נהרות קאריבי West Indies Federation הפדרציה של איי הודו המערבית West Jerusalem מערב ירושלים West Lake האגם המערבי West London מערב לונדון West Midlands וסט מידלנדס West Midlands מערב המידלנדס West Midlands Birmingham קטגוריה:ברמינגהאם West Nile fever קדחת מערב הנילוס West Oxfordshire מערב אוקספורדשייר West Papua פפואה המערבית West Point Cemetery בית הקברות וסט פוינט West Pomeranian Voivodeship פומרניה המערבית West Pomeranian Voivodeship קטגוריה:פומרניה המערבית West Potomac Park פארק הפוטומק המערבי West Prussia פרוסיה המערבית West Ryder Pauper Lunatic Asylum West Ryder Pauper Lunatic Asylum West Saxon monarchs קטגוריה:בית וסקס West Semitic deities קטגוריה:אלים כנעניים West Side Story סיפור הפרברים West Slavic languages קטגוריה:שפות סלאביות מערביות West Slavic languages שפות סלאביות מערביות West Sussex מערב סאסקס West Timor מערב טימור West Ukrainian People's Republic הרפובליקה העממית של מערב אוקראינה West University of Timișoara אוניברסיטת וסט של טימישוארה West Virginia וירג'יניה המערבית West Virginia קטגוריה:וירג'יניה המערבית West Virginia תבנית:וירג'יניה המערבית West Virginia Charleston צ'ארלסטון West Virginia Day יום וירג'יניה המערבית West Virginia Huntington האנטינגטון West Virginia Mountaineers men's basketball players קטגוריה:כדורסלני אוניברסיטת וירג'יניה המערבית West Virginia Point Pleasant פוינט פלזנט West Virginia Shepherdstown ועידת שפרדסטאון West Virginia State Capitol קפיטול מדינת מערב וירג'יניה West Wing האגף המערבי של הבית הלבן West Yorkshire מערב יורקשייר WestCOT וסטקוט WestEnd City Center קניון וסט אנד WestJet וסט ג'ט Westboro Baptist Church הכנסייה הבפטיסטית וסטבורו Westchester Knicks וסצ'סטר ניקס Westerbork transit camp וסטרבורק Westermarck effect אפקט וסטרמרק Western קטגוריה:מערבונים Western קטגוריה:ספרי מערבונים Western Administrative Okrug המחוז האדמיניסטרטיבי המערבי Western Air Command הפיקוד האווירי המערבי Western Approaches Commander-in-Chief מפקד המבואות המערביים Western Asia דרום-מערב אסיה Western Australia אוסטרליה המערבית Western Australia קטגוריה:אוסטרליה המערבית Western Australia Albany אולבני Western Australia Broome ברום Western Australia Bunbury בנברי Western Australia Carnarvon קרנרבון Western Australia Kambalda קמבלדה Western Australia Karratha קראטה Western Australia Kings Park פארק קינגס Western Australia Perth קטגוריה:פרת' Western Australia Port Hedland פורט הדלנד Western Bahr el Ghazal מערב בחר אל-ע'זאל Western Cape הכף המערבי Western Cape קטגוריה:הכף המערבי Western Caucasus הקווקז המערבי Western Conference החטיבה המערבית Western Desert Campaign המערכה במדבר המערבי Western Digital וסטרן דיגיטל Western Equatoria אקווטוריה המערבית Western Europe מערב אירופה Western European Union האיחוד המערב-אירופי Western European theatre of World War II קטגוריה:זירת מערב אירופה במלחמת העולם השנייה Western Front החזית המערבית Western Front החזית המערבית במלחמת העולם הראשונה Western Front החזית המערבית במלחמת העולם השנייה Western Front קטגוריה:החזית המערבית במלחמת העולם הראשונה Western Galilee College המכללה האקדמית גליל מערבי Western Ghats הרי גהט המערביים Western Greece מערב יוון Western Hemisphere המיספירה#חצי הכדור המערבי Western Hemisphere Institute for Security Cooperation מכון חצי הכדור המערבי לשיתוף פעולה ביטחוני Western Interior Seaway הים הפנימי המערבי Western Lombard dialect מילאנזית Western Macedonia מערב מקדוניה Western Moldavia מולדובה Western Neo-Aramaic ארמית מערבית חדשה Western New Guinea מערב גינאה החדשה Western New York Flash ווסטרן ניו יורק פלאש Western Orphean warbler סבכי חורש Western Qing tombs קברי צ'ינג המערביים Western River Expedition מסע מחקר לנהר המערבי Western Roman Empire האימפריה הרומית המערבית Western Romance languages קטגוריה:שפות רומאניות מערביות Western Romanian Carpathians הקרפטים המערביים הרומנים Western Sahara סהרה המערבית Western Sahara קטגוריה:סהרה המערבית Western Sahara Dakhla דאחלה Western Schism הקרע המערבי Western Spanish ibex יעל גראדוס Western Sydney Wanderers FC players קטגוריה:כדורגלני מערב סידני וונדררס Western Transdanubia מערב טרנסדנוביה Western Union וסטרן יוניון Western Union Telegraph Building בניין וסטרן יוניון טלגרף Western Wall הכותל המערבי Western Wall Tunnel מנהרות הכותל Western blot תספיג חלבון Western bowerbird סוכי מערבי Western capercaillie שכווי ענק Western concert flute התפתחות החליל המודרני Western crowned pigeon יונת כתר מערבית Western culture קטגוריה:תרבות המערב Western culture תרבות המערב Western dress codes קוד לבוש Western gorilla גורילה מערבית Western grebe טבלן מערבי Western green mamba ממבה ירוקה מערבית Western grey kangaroo קנגורו אפור מערבי Western gull שחף מערבי Western hartebeest בובאל מערבי Western honey bee דבורת הדבש Western hoolock gibbon גיבון לבן גבות Western jackdaw קאק Western long-beaked echidna קיפודן חרטומני מערבי Western lowland gorilla גורילת השפלה המערבית Western rock elephant shrew ארכף סלע מערבי Western rock nuthatch סיטת הצוקים Western spotted skunk בואשן מצחין Western swamphen פורפיריה סגולה Western tree hyrax שפן עצים מערבי Western world העולם המערבי Western yellow wagtail נחליאלי צהוב Westernization התמערבות Westfalenstadion זיגנאל אידונה פארק Westgate shopping mall attack הפיגוע בקניון וסטגייט Westinghouse Electric וסטינגהאוס Westland Lysander וסטלנד לייסנדר Westland Tai Poutini National Park הפארק הלאומי וסטלנד טאי פאוטיני Westlife וסטלייף Westminster וסטמינסטר Westminster Abbey מנזר וסטמינסטר Westminster Bridge גשר וסטמינסטר Westminster Cathedral קתדרלת וסטמינסטר Westminster St Margaret's כנסיית סנט מרגרט Westphalia וסטפאליה Westside Connection Westside Connection Westward Ho! וסטוורד הו! Westwood Studios Westwood Studios Westworld עולם המערב West–Eastern Divan Orchestra תזמורת דיוואן מזרח-מערב Wet Suit כח המחץ Wet Tropics of Queensland הפארקים הטרופיים הגשומים של קווינסלנד Wet Wet Wet Wet Wet Wet Wet sub צוללת רטובה Wet wipe מגבון לח Wet-on-wet ציור אלה פרימה Wetland ביצה Wetsuit חליפת צלילה Wetting הרטבה Wettingen וטינגן Wetzlar וצלר Wewak וייווק Wewelsburg טירת וולסבורג Wexcan/Drafts/EasyJet איזיג'ט Wexler וכסלר Wexner Foundation קרן וקסנר Weyl's inequality אי-שוויון וייל Weymouth Bay מפרץ ויימות' Weymouth and Portland National Sailing Academy אקדמיית השיט הלאומית ויימות' ופורטלנד Weyns's duiker צביון וינס Weyoun ואיון Whaa? משתמש:הא? Whale Rider לרכב על הלווייתן Whale shark כריש לווייתני Whale vocalization שירת הלווייתן Whaleboat לווייתנית Whaler אוניית לווייתנים Whaling in the Faroe Islands ציד לווייתנאים באיי פארו Whalsay וולסיי Wham! Wham! Whanganui National Park הפארק הלאומי והנגנאוי Wharf רציף ימי Wharton School of the University of Pennsylvania בית הספר וורטון Wharton's jelly ג'ל וורטון What About Bob? מה הסיפור שלך בוב? What Do You Want from Me What Do You Want From Me What Ever Happened to Baby Jane? מה קרה לבייבי ג'יין What Ever Happened to Baby Jane? מה קרה לבייבי ג'יין? What Goes Around... Comes Around What Goes Around... Comes Around What Have I Done to Deserve This? מה עשיתי שזה מגיע לי? What Hits!? What Hits!? What I Like About You אחיות או לא להיות What I Talk About When I Talk About Running על מה אני מדבר כשאני מדבר על ריצה What I've Done What I've Done What Is This Thing Called Love? מהו הדבר הזה הנקרא אהבה? What Is the Third Estate? מהו המעמד השלישי What Lies Beneath האמת שמתחת לפני השטח What Must Be Said מה שחייב להיאמר What Now What Now What Went Wrong? מה השתבש? What Wikipedia is not ויקיפדיה:מה ויקיפדיה איננה What Women Want מה נשים רוצות What You're Doing What You're Doing What a Girl Wants What a Girl Wants What a Girl Wants מה שבחורה רוצה What a Wonderful Place איזה מקום נפלא What a Wonderful World What a Wonderful World What the Bleep Do We Know!? בליפ What the Master Would Not Discuss החכם לא ידבר What the Tortoise Said to Achilles מה שהצב אמר לאכילס What's Eating Gilbert Grape מה עובר על גילברט What's My Name? What's My Name? What's the Fuss? Big Gus הבלש האמיץ שוורץ What? Where? When? מה? היכן? מתי? Whatever Lola Wants מה שלולה רוצה Whatever Works מה שעובד WhatsApp וואטסאפ Whattookusolongcover.jpg תמונה:Whattookusolongcover.jpg Wheat חיטה Wheat beer בירת חיטה Wheat gluten סייטן Wheatear סלעית Wheatfield with Crows שדה חיטה עם עורבים Wheatgrass עשב חיטה Wheatstone bridge גשר ויטסטון Wheel גלגל Wheel alignment גאומטריית היגוי Wheel arrangement סידור גלגלים Wheel gymnastics גלגלי ענק Wheel tractor-scraper מגרדת Wheel war ויקיפדיה:מלחמה ביצועית Wheelbarrow מריצה Wheelchair כיסא גלגלים Wheelchair Basketball World Championship אליפות העולם בכדורסל נכים Wheelchair basketball כדורסל נכים Wheelchair lift מעלון Wheelchair ramp רמפה Wheelchair rugby רוגבי נכים Wheelchair tennis טניס נכים Wheeler וילר Wheeler-Kenyon method ריבוע חפירה Wheeler–DeWitt equation משוואת וילר-דה ויט When Dream and Day Unite When Dream and Day Unite When Father Was Away on Business מסע העסקים של אבא When Harry Met Sally... כשהארי פגש את סאלי... When I Come Around When I Come Around When I'm Sixty-Four When I'm Sixty-Four When Love Takes Over When Love Takes Over When Nietzsche Wept כשניטשה בכה When We Dead Awaken כשאנו המתים מתעוררים When We Were Very Young פעוטים היינו When Your Heart Stops Beating When Your Heart Stops Beating When a Man Loves a Woman When a Man Loves a Woman When the Sun Goes Down When the Sun Goes Down When the Tigers Broke Free When the Tigers Broke Free Where Are You? Where Are You? Where Art Thou? O Brother איפה אתה? אחי Where Do We Come From? What Are We? Where Are We Going? מאין באנו? מה אנחנו? לאן אנו הולכים? Where Do You Go To Where Do You Go To Where Eagles Dare הנשרים פשטו עם שחר Where Have You Been Where Have You Been Where No Life Dwells Where No Life Dwells Where Them Girls At Where Them Girls At Where the Wild Things Are ארץ יצורי הפרא Where's My Car? Dude אחי איפה האוטו שלי Where's Wally? איפה אפי? Whey מי גבינה Whig המפלגה הוויגית Whig Party המפלגה הוויגית Whigs המפלגה הוויגית While Mortals Sleep בזמן שבני התמותה ישנים While My Guitar Gently Weeps While My Guitar Gently Weeps While You Were Sleeping בזמן שישנת Whimbrel חרמשון קטן Whin Sill וין סיל Whinchat דוחל חום גרון Whip מצליף Whip שוט Whiplash Whiplash Whiplash ויפלאש Whiplash צליפת שוט Whipped cream קצפת Whippet ויפט Whipping Star כוכב המלקות Whipping boy נער המלקות Whipple ויפל Whiptail stingray טריגוניים Whiptail wallaby וולאבי זנב-שוט Whirlpool Galaxy גלקסיית המערבולת Whisk מטרפה Whiskey Rebellion מרד הוויסקי Whiskey sour ויסקי סאוור Whisky ויסקי Whisky קטגוריה:ויסקי Whisky a Go Go ויסקי אה גוגו Whisper of the Heart לחישת הלב Whispering gallery אופני תהודה של גלריית לחישות Whist ויסט Whistle משרוקית Whistleblower חושף שחיתות Whistleblowers קטגוריה:חושפי שחיתויות Whistler ויסלר Whistler's Mother סידור באפור ושחור: אמו של האמן Whistling שריקה Whistling duck ברווז שורק White לבן White Airways וייט איירווייז White Australia policy מדיניות אוסטרליה הלבנה White Cat Black Cat חתול לבן חתול שחור White Christmas White Christmas White City העיר הלבנה White City Stadium אצטדיון וייט סיטי White Cliffs of Dover הצוקים הלבנים של דובר White Collar צווארון לבן White Council המועצה הלבנה White Day היום הלבן White Dog כלב לבן White Ensign נס לבן White Ensigns קטגוריה:נס לבן White Fang פנג הלבן White Hart Lane וייט הארט ליין White Heat חום לבן White House הבית הלבן White House הבית הלבן של רוסיה White House קטגוריה:הבית הלבן White House תבנית:הבית הלבן White House Chief of Staff ראש סגל הבית הלבן White House Chiefs of Staff קטגוריה:ראשי הסגל של הבית הלבן White House Correspondents' Association תא כתבי הבית הלבן White House Down וושינגטון על הכוונת White House Hanukkah Party טקס חנוכה בבית הלבן White House Jewish Liaison איש הקשר היהודי בבית הלבן White House Passover Seder סדר פסח בבית הלבן White House Press Secretary דובר הבית הלבן White House Rose Garden גן הוורדים של הבית הלבן White House Situation Room חדר המצב White House at Night הבית הלבן לעת לילה White Legion הלגיון הלבן White Light/White Heat White Light/White Heat White Men Can't Jump גברים לבנים אינם יכולים White Monuments of Vladimir and Suzdal האתרים הלבנים בוולדימיר ובסוזדל White Mosque המסגד הלבן White Mountains הרים לבנים White Night riots מהומות ליל וייט White Nights Festival פסטיבל הלילות הלבנים White Nile הנילוס הלבן White Obelisk of Ashurnasirpal I האובליסק הלבן White Paper of 1939 הספר הלבן White Patriot Party מפלגת הפטריוטים הלבנים White Rabbit הארנב הלבן White Revolution המהפכה הלבנה White Rose הוורד הלבן White Rose קטגוריה:הוורד הלבן White Rose of York שושנת יורק הלבנה White Russian רוסי לבן White Russians קטגוריה:אנשי הצבא הלבן White Sea הים הלבן White Sea קטגוריה:הים הלבן White Sea Throat גרון הים הלבן White Sea–Baltic Canal תעלת הים הלבן-הים הבלטי White Shadows White Shadows White Ship הספינה הלבנה White Skull וייט סקאל White Squall ים של חברים White Star Line וייט סטאר ליין White Teeth שיניים לבנות White Terror טרור לבן White Tiger הנמר הלבן White Tower המגדל הלבן White Tower המגדל הלבן של מצודת לונדון White Tower of Thessaloniki המגדל הלבן White Zombie וייט זומבי White Zombie קטגוריה:אלבומי וייט זומבי White Zombie קטגוריה:וייט זומבי White adipose tissue שומן לבן White blood cell תא דם לבן White bread לחם לבן White chocolate שוקולד לבן White coat hypertension תסמונת החלוק הלבן White cockatoo קקדו לבן White dwarf ננס לבן White dwarfs קטגוריה:ננסים לבנים White elephant פיל לבן White flag דגל לבן White grouper דקר המכמורת White hawk נץ לבן White hole חור לבן White horse of Kent הסוס הלבן של קנט White matter חומר לבן White movement התנועה הלבנה White nationalism לאומיות לבנה White night לילה לבן White noise רעש לבן White paper ספר לבן White people האדם הלבן White phosphorus פצצת זרחן White pride גאווה לבנה White pudding פודינג לבן White rhinoceros קרנף רחב שפה White spirit ספירט לבן White stork חסידה לבנה White sturgeon חדקן לבן White supremacy עליונות לבנה White tea תה לבן White tern שחפית הפיה White tie פראק White tiger טיגריס לבן White torture העינוי הלבן White trash זבל לבן White wagtail נחליאלי לבן White émigré גולה לבן White-backed duck ברווז לבן-גב White-backed vulture נשר אפריקני White-beaked dolphin דולפין לבן גב White-bellied bustard חובה לבנת בטן White-bellied duiker צביון לבן גחון White-bellied sea eagle עיטם לבן-גחון White-box testing בדיקות קופסה לבנה White-browed coucal קוקל ברצ'ל White-capped albatross אלבטרוס לבן ראש White-cheeked macaque מקוק לבן-לחיים White-cheeked turaco טורקו לבן-לחיים White-collar crime עבירת צווארון לבן White-collar criminals קטגוריה:עבירות צווארון לבן White-collar criminals by nationality מרמה ועושק קטגוריה:מורשעים בעבירות מסוג סחיטה White-collar worker צווארון לבן White-crested hornbill קלאו לבן-ציצה White-crowned hornbill קלאו לבן-כתר White-faced ibis מגלן לבן-פנים White-faced saki סאקי לבן פנים White-footed tamarin טמרין לבן רגל White-headed duck צחראש לבן White-headed vulture נשר לבן-ראש White-label product מוצר מדבקה White-legged duiker צביון לבן רגליים White-lipped peccary טאיאסו לבן-שפתיים White-lipped tamarin טמרין לבן שפתיים White-mantled tamarin טמרין לבן White-naped crane עגור לבן עורף White-necked rockfowl עורב קירח-ראש White-nosed coati חוטמן חום White-rumped vulture נשר בנגלי White-spectacled bulbul בולבול צהוב-שת White-tailed deer אייל פרדי לבן זנב White-tailed eagle עיטם לבן זנב White-tailed mongoose נמייה לבנת-זנב White-throated kingfisher שלדג לבן-החזה White-throated robin אירניה White-throated toucan טוקן לבן-גרון White-winged duck ברווז לבן כנף White-winged vampire bat ערפד לבן כנפיים Whitechapel וייטצ'אפל Whitechapel Vigilance Committee המשמר האזרחי של וייטצ'אפל Whitechapel murders רציחות וייטצ'אפל Whitehall וייטהול Whitehall Banqueting House בית הסעודות Whitehall The Cenotaph הסנוטאף של לונדון Whitehead problem בעיית וייטהד Whitesnake וייטסנייק Whitetip reef shark כרישון לבן-קצוות Whitewater מים לבנים Whitewater Bay מפרץ וייטווטר Whitfield ויטפילד Whitfield Diffie ויטפילד דיפי Whitman ויטמן Whitney ויטני Whitney Biennial הביאנלה של ויטני Whitney Houston ויטני יוסטון Whitney Museum of American Art מוזיאון ויטני לאמנות אמריקאית Whitney Smith ויטני סמית Whitney umbrella מטריית ויטני Whitsunday Island ויטסאנדיי Whittaker ויטאקר Who Am the Only One H to He Who Am the Only One H to He Who Do We Think We Are Who Do We Think We Are Who Framed Roger Rabbit מי הפליל את רוג'ר ראביט Who Moved My Cheese? מי הזיז את הגבינה שלי? Who Shot Ya? Who Shot Ya? Who Wants to Be a Millionaire? מי רוצה להיות מיליונר? Who Wants to Be a Millionaire? מי רוצה להיות מיליונר?#הגרסה הישראלית Who Wants to Be a Superhero? מי רוצה להיות גיבור על Who Will Comfort Toffle? מי יעודד את רשוש? Who You Are Who You Are Who You Love Who You Love Who is a Jew? מיהו יהודי Who's Afraid of Virginia Woolf? מי מפחד מווירג'יניה וולף? Who's Afraid of the Big Bad Wolf? מי מפחד מהזאב הרע? Who's Next Who's Next Who's That Chick? Who's That Chick? Who's the Boss? מי הבוס? Whole Lotta Love Whole Lotta Love Whole grain דגנים מלאים Whole number rule כלל המספר השלם Whole tone scale סולם הטונים השלמים Whole wheat bread לחם חיטה מלאה Wholesaling סיטונאות Wholphin וולפין Whonix Whonix Whoopee cushion כרית נפיחה Whooper swan ברבור שר Whoopi Goldberg וופי גולדברג Whooping crane עגור אמריקאי Whore of Babylon בבל הגדולה Whorl דור Whose Line Is It Anyway? של מי השורה הזאת בכלל? Why Don't We Do It in the Road? Why Don't We Do It in the Road? 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וילהלם קילינג Wilhelm Koppe וילהלם קופה Wilhelm Leibl וילהלם לייבל Wilhelm Liebknecht וילהלם ליבקנכט Wilhelm List וילהלם ליסט Wilhelm Marr וילהלם מאר Wilhelm Marx וילהלם מרקס Wilhelm Mauritz Klingspor וילהלם מוריץ קלינספור Wilhelm Meister's Apprenticeship וילהלם מייסטר Wilhelm Miklas וילהלם מיקלס Wilhelm Mohnke וילהלם מונקה Wilhelm Orbach וילהלם אורבך Wilhelm Ostwald וילהלם אוסטוולד Wilhelm Peterson-Berger וילהלם פטרסון ברגר Wilhelm Pieck וילהלם פיק Wilhelm Raabe וילהלם ראבה Wilhelm Reich וילהלם רייך Wilhelm Ritter von Leeb וילהלם פון לב Wilhelm Ritter von Thoma וילהלם פון תומה Wilhelm Röntgen וילהלם רנטגן Wilhelm Röpke וילהלם רפקה Wilhelm Schepmann וילהלם שפמאן Wilhelm Schickard וילהלם שיקארד Wilhelm Schönmann וילהלם שנמן Wilhelm Souchon וילהלם סושון Wilhelm Steinitz וילהלם שטייניץ Wilhelm Stekel וילהלם שטקל Wilhelm Stemmermann וילהלם שטמרמן Wilhelm Stiassny וילהלם שטיאסני Wilhelm Voigt ההאופטמן מקפניק Wilhelm Wien וילהלם וין Wilhelm Wundt וילהלם וונדט Wilhelm Zaisser וילהלם צייסר Wilhelm scream צרחת וילהלם Wilhelm von Gloeden וילהלם פון גלודן Wilhelm von Humboldt וילהלם פון הומבולדט Wilhelm von Lenz וילהלם פון לנץ WilhelmBot משתמש:WilhelmBot Wilhelmina Cooper וילהלמינה קופר Wilhelmina of the Netherlands מלכת הולנד וילהלמינה Wilhelmshaven וילהלמסהאפן Wilhelmstrasse וילהלמשטראסה Wilhelmus המנון הולנד Wilibald Gurlitt ויליבלד גורליט Wilkes Land ארץ וילקס Wilkie Collins וילקי קולינס Wilkins וילקינס Wilkins Strait מצר וילקינס Wilkinson Microwave Anisotropy Probe לוויין המחקר WMAP Wilkinson Sword וילקינסון סורד Will רצון Will & Grace ויל וגרייס Will & Grace קטגוריה:ויל וגרייס Will & Grace תבנית:ויל וגרייס Will & Grace characters קטגוריה:ויל וגרייס - דמויות Will Bynum ויל ביינום Will Champion ויל צ'מפיון Will Claye ויל קליי Will Durant ויל דוראנט Will Eisner ויל אייזנר Will Ferrell ויל פרל Will Forte ויל פורטה Will Friedle ויל פרידל Will Hays ויל הייז Will Hurd ויל הארד Will Kymlicka ויל קימליקה Will Oldham ויל אולדהם Will Patton ויל פטון Will Smith ויל סמית' Will Solomon ויל סולומון Will Truman ויל טרומן Will Wright ויל רייט Will You Be There Will You Be There Will and testament צוואה Will.i.am Will.i.am WillNess/Sieve of Eratosthenes הנפה של ארטוסתנס Willa Cather וילה קאתר Willa Holland וילה הולנד Willamette National Forest היער הלאומי וילאמט Willamette River וילאמט Willandra Lakes Region אזור האגמים וילנדרה Willard וילארד Willard Boyle וילארד בויל Willard Libby וילארד ליבי Willard Van Dyke וילארד ואן דייק Willard Van Orman Quine וילארד ואן אורמאן קוויין Willard Wigan וילארד ויגאן Willebrord Snellius וילברורד סנל Willem Arondeus וילם ארונדאוס Willem Barentsz וילם ברנץ Willem Dafoe וילם דפו Willem Einthoven וילם איינטהובן Willem Frederik Hermans וילם פרדריק הרמנס Willem II וילם II Willem II Tilburg players קטגוריה:כדורגלני וילם II Willem Kes וילם קס Willem Mengelberg וילם מנגלברך Willem Sandberg וילם סנדברג Willem Sassen וילם סאסן Willem Schelfhout וילם שלפהוט Willem Schouten וילם סכאוטן Willem de Fesch וילם דה פס Willem de Kooning וילם דה קונינג Willem de Sitter וילם דה סיטר Willem van Aelst וילם ואן אאלסט Willem van Hoogstraten וילם ואן הוגסטראטן Willem-Alexander of the Netherlands מלך הולנד וילם-אלכסנדר Willemite וילמיט Willemstad וילמסטאד Willi Domgraf-Fassbaender וילי דומגראף-פסבנדר Willi Hennig וילי הניג Willi Münzenberg וילי מינצנברג Willi Schlage וילי שלגה Willi Stoph וילי שטוף William ויליאם William "Bull" Nelson ויליאם נלסון William Adams ויליאם אדמס William Adelin ויליאם אדלין William Albright ויליאם פוקסוול אולברייט William Alfred Fowler ויליאם אלפרד פולר William Anders ויליאם אנדרס William Anderson ויליאם אנדרסון William Andreas Brown ויליאם בראון William Archibald Kenneth Fraser ויליאם ארצ'יבלד קנת' פרייזר William Archibald Spooner ויליאם ארצ'יבלד ספונר William Astbury ויליאם אסטבורי William Auld ויליאם אולד William Babell ויליאם בבל William Bainbridge ויליאם ביינברידג' William Baldwin ויליאם בולדווין William Barlow ויליאם בארלו William Beveridge ויליאם בוורידג' William Black ויליאם בלק William Blackstone ויליאם בלקסטון William Blackstone ויליאם יוג'ין בלקסטון William Blake ויליאם בלייק William Blake קטגוריה:ויליאם בלייק William Bligh ויליאם בליי William Boeing ויליאם בואינג William Bolcom ויליאם בולקום William Boog Leishman ויליאם בוג לישמן William Boyce ויליאם בויס William Boyd ויליאם בויד William Boykin ויליאם בויקין William Bratton ויליאם בראטון William Brennan Jr. ויליאם ברנן William Brooke O'Shaughnessy ויליאם או'שונסי William Brown גיז'רמו בראון William Burroughs ויליאם בורוז William Byrd ויליאם בירד William Caine ויליאם קיין William Campbell ויליאם קמפבל William Carlos Williams ויליאם קרלוס ויליאמס William Carvalho ויליאם קרבאליו William Chambers ויליאם צ'יימברס William Chester Minor ויליאם מיינור William Chomsky זאב חומסקי William Christie ויליאם כריסטי William Churchill ויליאם צ'רצ'יל William Clark ויליאם קלארק William Clark Russell ויליאם קלארק ראסל William Cohen ויליאם כהן William Coleman/Modernist poetry שירה מודרנית William Cooper ויליאם קופר William Crookes ויליאם קרוקס William Cullen ויליאם קאלן William Cushing ויליאם קושינג William Davenant ויליאם דאווננט William Davies Evans ויליאם אבנס William Day ויליאם דיי William DePuy ויליאם דה-פוי William Deane ויליאם דין William Delbert Gann ויליאם דלברט גאן William Dever ויליאם דיוור William Dobbie ויליאם דובי William Donovan ויליאם דונובן William Douglas ויליאם אורוויל דאגלס William Durant ויליאם דוראנט William Dwight Whitney ויליאם דווייט ויטני William Edward Barclay ויליאם בארקלי William Eggleston ויליאם אגלסטון William Ellery ויליאם אלרי William Empson ויליאם אמפסון William Evarts ויליאם אברטס William Ewart Gladstone ויליאם גלאדסטון William Ewart Napier ויליאם אוורט נפייר William Fairhurst ויליאם פיירהורסט William Faulkner ויליאם פוקנר William Fichtner ויליאם פיכטנר William Forsythe ויליאם פורסייט William Fox ויליאם פוקס William Fraser ויליאם פרייזר William Friedkin ויליאם פרידקין William Gallas ויליאם גאלאס William Garrison ויליאם גריסון William Garrow ויליאם גארו William Giauque ויליאם פרנסיס גיאקו William Gibbs McAdoo ויליאם גיבס מקאדו William Gibson ויליאם גיבסון William Gilbert ויליאם גילברט William Gladstone Steel ויליאם גלדסטון סטיל William Godwin ויליאם גודווין William Golding ויליאם גולדינג William Goldman ויליאם גולדמן William Gottlieb ויליאם גוטליב William Hague ויליאם הייג William Hall-Jones ויליאם האל-ג'ונס William Hallowes Miller ויליאם האלוס מילר William Halsey Jr. ויליאם הלסי William Hartnell ויליאם הארטנל William Harvey ויליאם הארווי William Hechler ויליאם הכלר William Henry ויליאם הנרי William Henry Bartlett ויליאם הנרי ברטלט William Henry Bragg ויליאם הנרי בראג William Henry Harrison ויליאם הנרי הריסון William Henry Vanderbilt ויליאם הנרי ואנדרבילט William Herschel ויליאם הרשל William Hickey ויליאם היקי William Hicks ויליאם היקס William Higgins ויליאם היגינס William Hobson ויליאם הובסון William Hogarth ויליאם הוגארת William Holden ויליאם הולדן William Holman Hunt ויליאם הולמן האנט William Hood Simpson ויליאם סימפסון William Hopkins ויליאם הופקינס William Howard Russell ויליאם הווארד ראסל William Howard Stein ויליאם סטיין William Howard Taft ויליאם הווארד טאפט William Howard Taft קטגוריה:ויליאם האוורד טאפט William Hurst Rees ויליאם הורסט ריס William Hurt ויליאם הרט William Hyde Wollaston ויליאם הייד וולאסטון William I ויליאם הראשון William I Longsword דוכס נורמנדיה ויליאם הראשון William I of Bures גיום מביר William I of Sicily מלך סיציליה גוליילמו הראשון William II of England מלך אנגליה ויליאם השני William II of Holland רוזן הולנד ויליאם השני William II of Sicily מלך סיציליה גוליילמו השני William II of Württemberg מלך וירטמברג וילהלם השני William III of England מלך אנגליה ויליאם השלישי William III of Sicily מלך סיציליה גוליילמו השלישי William IV of the United Kingdom מלך הממלכה המאוחדת ויליאם הרביעי William Inge ויליאם אינג' William Jacob Holland ויליאם ג'ייקוב הולנד William James ויליאם ג'יימס William James Fitzgerald ויליאם ג'יימס פיצג'ראלד William James Sidis ויליאם ג'יימס סידיס William Jennings Bryan ויליאם ג'נינגס ברייאן William Jervois ויליאם ג'רבויס William John Macquorn Rankine ויליאם ג'ון מקורן רנקין William Jones ויליאם ג'ונס William Joseph Burns ויליאם ברנס William Joseph Simmons ויליאם ג'וזף סימונס William Joyce ויליאם ג'ויס William K. Pollock ויליאם פולוק William Kemmler ויליאם קמלר William Kennedy Dickson ויליאם קנדי דיקסון William Kidd ויליאם קיד William King ויליאם קינג William King ויליאם רופוס קינג William Kircher ויליאם קירצ'ר William Kissam Vanderbilt ויליאם קיסאם ואנדרבילט William Kristol ויליאם קריסטול William Lashly ויליאם לאשלי William Lawes ויליאם לוז William Lawrence Bragg ויליאם לורנס בראג William Lazenby ויליאם לזנבי William Le Baron Jenney ויליאם לה ברון ג'ני William Leahy ויליאם ד' ליהי William Levy ויליאם לוי William Lincoln Bakewell ויליאם בייקוול William Lloyd Webber ויליאם לויד ובר William Lynch ויליאם פרנסיס לינץ' William Lyon Mackenzie King ויליאם ליון מקנזי קינג William Macy ויליאם מייסי William Makepeace Thackeray ויליאם מייקפיס תאקרי William Marcy ויליאם מרסי William Massey ויליאם מאסי William McChesney Martin ויליאם מקצ'סני מרטין William McGonagall ויליאם מקגונגל William McKell ויליאם מקל William McKinley ויליאם מקינלי William McKinley קטגוריה:ויליאם מקינלי William McLean ויליאם מקלין William McMahon ויליאם מקמהון William McRaven ויליאם מקרייוון William Miller ויליאם מילר William Monson ויליאם מונסון William Morris ויליאם מוריס William Morris Davis ויליאם מוריס דייוויס William Moseley ויליאם מוזלי William Mumler ויליאם ממלר William Nordhaus ויליאם נורדהאוס William Orlando Darby ויליאם דארבי William Osler ויליאם אוסלר William Oughtred ויליאם אוטרד William Paley ויליאם פיילי William Peel ויליאם פיל William Penn ויליאם פן William Pereira ויליאם פריירה William Petersen ויליאם פיטרסון William Pitt ויליאם פיט William Pitt the Younger ויליאם פיט הבן William Platt ויליאם פלאט William Pleeth ויליאם פלית' William Powell ויליאם פאוול William Prescott ויליאם פרסקוט William Primrose ויליאם פרימרוז William Ramsay ויליאם רמזי William Randolph Hearst ויליאם רנדולף הרסט William Rankin ויליאם רנקין William Redfield ויליאם רדפילד William Redington Hewlett ויליאם היולט William Rehnquist ויליאם רנקוויסט William Ribeiro Soares ויליאם סוארס William Riker ויליאם רייקר William Robinson ויליאם רובינסון William Rogers ויליאם פירס רוג'רס William Rowan Hamilton ויליאם רואן המילטון William Russell ויליאם ראסל William Saroyan ויליאם סארויאן William Sawelson ויליאם סוואלסון William Schabas ויליאם שייבס William Schuman ויליאם שומאן William Seward ויליאם סיוארד William Shakespeare ויליאם שייקספיר William Shakespeare קטגוריה:ויליאם שייקספיר William Shakespeare תבנית:מחזות שייקספיר William Sharpe ויליאם שארפ William Shatner ויליאם שאטנר William Shirer ויליאם שיירר William Shockley ויליאם שוקלי William Smith ויליאם סמית William Speirs Bruce ויליאם ספירס ברוס William Standish Knowles ויליאם נולס William Stanley Jevons ויליאם סטנלי ג'בונס William Staveley ויליאם סטייבלי William Steig ויליאם סטייג William Steinberg ויליאם שטיינברג William Stewart Halsted ויליאם סטיוארט הלסטד William Styron ויליאם סטיירון William Sutherland Maxwell ויליאם מקסוול William Tecumseh Sherman ויליאם שרמן William Tell וילהלם טל William Tell Overture האוברטורה של וילהלם טל William Tenn ויליאם טן William Thomas Mercer ויליאם תומאס מרסר William Trautmann ויליאם טראוטמן William Turner ויליאם טרנר William Tyndale ויליאם טינדייל William Waddington ויליאם הנרי ודינגטון William Wain Prior ויליאם ואין פריור William Walker ויליאם ווקר William Wallace ויליאם וולאס William Wallace Denslow ויליאם וולאס דנסלו William Walton ויליאם וולטון William Walworth ויליאם וולוורת' William Wellman ויליאם ולמן William Westmoreland ויליאם וסטמורלנד William Wheeler ויליאם וילר William Whewell ויליאם יואל William Whipple ויליאם ויפל William Wilberforce ויליאם וילברפורס William Wilson ויליאם וילסון William Wilton ויליאם וילטון William Wimsatt ויליאם קורץ וימסט William Winter ויליאם וינטר William Wordsworth ויליאם וורדסוורת' William Wyler ויליאם ויילר William Yarborough ויליאם יארבורו William Ziegler ויליאם זיגלר William fitz Duncan ויליאם פיץ דאנקן William of Moerbeke וילם ואן מורבקה William of Ockham ויליאם איש אוקאם William of Orange ויליאם מאורנג' William of Tyre ויליאם מצור William of Villehardouin גיום השני וילאהרדואין William the Conqueror מלך אנגליה ויליאם הראשון William the Lion מלך סקוטלנד ויליאם הראשון William the Silent וילם השתקן William-Adolphe Bouguereau ויליאם אדולף בוגרו Williamina Fleming וילמינה פלמינג Williams ויליאמס Williams College ויליאמס קולג' Williams syndrome תסמונת ויליאמס Williamsburg ויליאמסבורג Williamsburg Bridge גשר ויליאמסבורג Willian ויליאן בורג'ס דה סילבה Willibald ויליבלד הקדוש Willibald Freiherr von Langermann und Erlencamp ויליבאלד פון לנגרמן אונד ארלנקאמף Willie Banks וילי בנקס Willie Cauley-Stein וילי קאולי-סטיין Willie Dixon וילי דיקסון Willie Nelson וילי נלסון Willie Sims וילי סימס Willie Sutton וילי סאטון Willie Young וילי יאנג Willis ויליס Willis Carrier ויליס קרייר Willis Goldbeck ויליס גולדבק Willis Islands איי ויליס Willis Lamb ויליס לם Willis Reed ויליס ריד Willis Tower מגדל ויליס Willoughby Shortland וילוובי שורטלנד Willow ווילו והנסיכה Willow ערבה Willow Man איש ערבה Willow Shields וילו שילדס Willow Smith וילו סמית' Willow warbler עלווית אפורה Wills וילס Willy Berger וילי ברגר Willy Brandt וילי ברנדט Willy Caballero וילפרדו קבאז'רו Willy Hernangómez גיז'רמו הרננגומס Willy Hess וילי הס Willy Rohr וילי רוהר Willy Sagnol וילי סניול Willy Wonka קטגוריה:צ'ארלי בממלכת השוקולדה Willy Wonka & the Chocolate Factory וילי וונקה ומפעל השוקולד Willy den Ouden וילי דן אודן Willy van de Kerkhof וילי ואן דה קרקהוף Willys MB ג'יפ ויליס Willy–Nicky correspondence התכתבות וילי וניקי Wilm Hosenfeld וילם הוזנפלד Wilma Montesi פרשת וילמה מונטסי Wilma Rudolph וילמה רודולף Wilmer Valderrama וילמר ולדראמה Wilmersdorf וילמרסדורף Wilmington וילמינגטון Wilms' tumor נפרובלסטומה Wilshire Boulevard Temple בית הכנסת בשדרות וילשר Wilson וילסון Wilson Chandler וילסון צ'נדלר Wilson Kipketer וילסון קיפקטר Wilson Kipsang Kiprotich וילסון קיפסנג Wilson Palacios וילסון פאלאסיוס Wilson Pickett וילסון פיקט Wilson da Silva Piazza פיאזה Wilson prime מספר ראשוני וילסון Wilson's Arch קשת וילסון Wilson's bird-of-paradise עדני וילסון Wilson's disease מחלת וילסון Wilson's theorem משפט וילסון Wilsonian Armenia ארמניה הווילסונית Wilt Chamberlain וילט צ'מברליין Wilt Chamberlain's 100-point game משחק 100 הנקודות של וילט צ'מברליין Wilton וילטון Wiltshire וילטשייר Wiltshire Marlborough מרלבורו Wim Hof וים הוף Wim Jansen וים יאנסן Wim Jonk וים יונק Wim Kieft וים קיפט Wim Mertens וים מרטנס Wim Wenders וים ונדרס Wimbledon וימבלדון Wimbledon וימבלדון - אהבה בלבן Wimbledon Championships תבנית:אליפות וימבלדון Wimbledon Common וימבלדון ופאטני קומונז Wimbledon F.C. וימבלדון Wimbledon F.C. players קטגוריה:כדורגלני וימבלדון Wimbledon Park פארק וימבלדון Wimbledon The Championships אליפות וימבלדון Wimbledon The Championships קטגוריה:אליפויות וימבלדון Wimmer וימר Wimpel וימפל Win Butler וין בטלר WinRAR WinRAR WinZip WinZip Winamp Winamp Winch כננת Winchell וינצ'ל Winchester וינצ'סטר Winchester Cathedral קתדרלת וינצ'סטר Winchester Mystery House בית המסתורין של וינצ'סטר Wind רוח Wind & Fire Earth Wind & Fire Earth Wind & Wuthering Wind & Wuthering Wind Jet וינדג'ט Wind chime פעמון רוח Wind instrument כלי נשיפה Wind machine מכונת רוח Wind of Change Wind of Change Wind power אנרגיית רוח Wind tunnel מנהרת רוח Wind turbine טורבינת רוח Wind wave גל Windbreak שובר רוח Windbreaker מעיל רוח Windhoek וינדהוק Windir וינדיר Windley Key וינדלי קי Windmill טחנת רוח Windmills קטגוריה:טחנות רוח Windmills at Kinderdijk טחנות הרוח בקינדרדייק-אלסהאוט Window חלון Window Maker Window Maker Window blind תריס Window manager מנהל חלונות Window managers קטגוריה:מנהלי חלונות Windows קטגוריה:חלונות Windows 10 Windows 10 Windows 2000 Windows 2000 Windows 3.x Microsoft Windows 3.x Windows 7 Windows 7 Windows 8 Windows 8 Windows 9x Microsoft Windows 9x Windows Aero Windows Aero Windows Communication Foundation Windows Communication Foundation Windows Defender Windows Defender Windows Forms Windows Forms Windows Genuine Advantage Windows Genuine Advantage Windows Installer Windows Installer Windows Live Mail Windows Live Mail Windows Live Messenger Windows Live Messenger Windows ME Windows ME Windows Media Center Windows Media Center Windows Media Player Windows Media Player Windows Movie Maker Windows Movie Maker Windows Nashville Nashville Windows Phone Windows Phone Windows PowerShell Windows PowerShell Windows Preinstallation Environment Windows Preinstallation Environment Windows Presentation Foundation Windows Presentation Foundation Windows Registry Registry Windows Server Windows Server Windows To Go Windows To Go Windows Update Windows Update Windows Vista Windows Vista Windows XP Windows XP Windows XP Media Center Edition Windows Media Center Windows components קטגוריה:רכיבי Windows Windows on Windows Windows on Windows Windows service שירותי חלונות Windrose Airlines Windrose Airlines Winds קטגוריה:רוחות Windsock שרוול רוח Windsor Castle טירת וינדזור Windsor Park וינדזור פארק Windsor Tower מגדל וינדזור Windsurfers קטגוריה:גולשי רוח Windsurfing גלישת רוח Windsurfing קטגוריה:גלישת רוח Windward Islands איי וינדוורד Windy City עיר הרוחות Wine Wine Wine יין Wine קטגוריה:יין Wine Spectator ויין ספקטייטור Wine cocktail קוקטייל יין Wine press גת Wine styles קטגוריה:סוגי יין Winemaking ייננות Wineries קטגוריה:יקבים Wineries of France קטגוריה:יקבים צרפתים Wineries of Israel קטגוריה:יקבים בישראל Winery יקב Wineville Chicken Coop Murders רציחות לול התרנגולות בווינוויל Winfield Scott וינפילד סקוט Wing כנף Wing Chun וינג צ'אן קונג פו Wing loading עומס כנף Wingate וינגייט Wingate Institute מכון וינגייט Winged Victory of Samothrace ניקה מסמותרקיה Wings Wings Wings כנפיים Wings קטגוריה:כנפות Wings Alliance Wings Alliance Wings Greatest Wings Greatest Wings of Desire מלאכים בשמי ברלין Wings of Fury כנפי הזעם Wingspan מוטת כנפיים Wingsuit flying טיסה בחליפת כנפיים Wingtip device כנפון Wink קריצה Winkler וינקלר Winnebago Man איש הווינבגו Winnecke 4 M40 Winnie Madikizela-Mandela ויני מדיקיזלה-מנדלה Winnie the Pooh פו הדב Winnie the Pooh and Tigger Too פו הדב וטיגר גם Winnie the Pooh and a Day for Eeyore פו הדב ויום ההולדת של איה Winnie the Pooh and the Blustery Day פו הדב והיום הסוער Winnie the Pooh and the Honey Tree פו הדב ועץ הדבש Winnie-the-Pooh פו הדב Winnie-the-Pooh קטגוריה:פו הדב Winnie-the-Pooh תבנית:פו הדב Winnie-the-Pooh characters קטגוריה:דמויות מפו הדב Winning percentage תבנית:אחוז ניצחונות Winnipeg ויניפג Winnipeg ויניפג הדובה Winnipeg קטגוריה:ויניפג Winnipeg Jets ויניפג ג'טס Winograd וינוגרד Winograd Commission ועדת וינוגרד Winona Ryder וינונה ריידר Winslow וינסלו Winsor & Newton Winsor & Newton Winsor McCay וינזור מקיי Winston Bogarde וינסטון בוחארדה Winston Churchill וינסטון צ'רצ'יל Winston Churchill קטגוריה:וינסטון צ'רצ'יל Winter וינטר Winter חורף Winter Hexagon משושה החורף Winter Line קו החורף Winter Olympic Games משחקי החורף האולימפיים Winter Olympic Games קטגוריה:אולימפיאדות חורף Winter Palace ארמון החורף Winter Paralympic Games קטגוריה:משחקי החורף הפאראלימפיים Winter Quarters Bay מפרץ מגורי החורף Winter Stadium אצטדיון וינטר Winter War מלחמת החורף Winter War קטגוריה:מלחמת החורף Winter of the World שקיעת העולם Winter sport ספורט חורף Winter sports קטגוריה:ספורט חורף Winter's Bone קר עד העצם Winteraceae וינטריים Winterreise מסע החורף Winters וינטרס Wintersun וינטרסן Wintersun cover.jpg תמונה:Wintersuna1.jpg Winterthur וינטרטור Winx Club מועדון ווינX Wipeout וייפאאוט Wir Wunderkinder אנו ילדי הפלא Wir sind Helden Wir sind Helden Wire תיל Wire sculpture פיסול בתיל Wire-frame model מודל wireframe Wired Wired Wired All Wrong Wired All Wrong Wired Equivalent Privacy Wired Equivalent Privacy Wired communication תקשורת קווית Wired glove כפפת סייבר Wireless קטגוריה:קשר רדיו Wireless תקשורת אלחוטית Wireless Application Protocol Wireless Application Protocol Wireless Markup Language WML Wireless Set No. 19 מ.ק. 19 Wireless USB Wireless USB Wireless access point נקודת גישה Wireless community network רשת אלחוטית קהילתית Wireshark Wireshark Wirth וירט Wirth's law חוק וירת Wirtschaftswunder הנס הכלכלי Wisconsin ויסקונסין Wisconsin קטגוריה:ויסקונסין Wisconsin תבנית:ויסקונסין Wisconsin Badgers men's basketball players קטגוריה:כדורסלני אוניברסיטת ויסקונסין Wisconsin Brown County מחוז בראון Wisconsin Door County מחוז דור Wisconsin Green Bay גרין ביי Wisconsin Kenosha קנושה Wisconsin Madison מדיסון Wisconsin Madison קטגוריה:מדיסון Wisconsin New Richmond ניו ריצ'מונד Wisconsin Oshkosh אושקוש Wisconsin Racine ראסין Wisconsin State Capitol קפיטול מדינת ויסקונסין Wisconsin Stoughton סטווטון Wisconsin counties קטגוריה:ויסקונסין: מחוזות Wisconsin school אסכולת ויסקונסין Wisden Cricketers of the Century שחקני הקריקט של המאה ה-20 Wisdom חוכמה Wisdom deities קטגוריה:אלילי חוכמה Wisdom gods קטגוריה:אלי חוכמה Wisdom literature קטגוריה:ספרות חוכמה Wisdom of the Gnomes דן-דין השופט Wisdom of the Pretzel חוכמת הבייגלה Wisdom of the crowd חוכמת ההמונים Wisdom tooth שן בינה Wise וייז Wise Men of Gotham עיר של טיפשים Wise Observatory מצפה הכוכבים על שם וייז Wise Woman האישה החכמה Wise woman of Abel האישה החכמה מאבל בית מעכה Wiseguy סוכן סמוי Wiseman וייזמן Wish משאלה Wish You Were Here Wish You Were Here Wishbone Ash Wishbone Ash Wishes: A Magical Gathering of Disney Dreams משאלות Wishology משאלוגיה Wiskitki ויסקיטקי Wiskott–Aldrich syndrome תסמונת ויסקוט-אולדריץ' Wismar ויסמר Wissam al-Hassan ויסאם אל-חסן Wissembourg ויסמבור Wissenschaft des Judentums חכמת ישראל Wissotzky Tea תה ויסוצקי Wisznice וישניצה Wisła Kraków ויסלה קרקוב Wisła Kraków players קטגוריה:כדורגלני ויסלה קרקוב Wisława Szymborska ויסלבה שימבורסקה Witch bottle בקבוק מכשפות Witch doctor רופא אליל Witch hunt ציד מכשפות Witch hunting קטגוריה:ציד מכשפות Witch of Agnesi המכשפה של אנייזי Witch of Endor בעלת האוב מעין דור Witch window חלון מכשפות Witch's broom מטאטא מכשפה Witch-hunt ציד מכשפות Witchblade ויצ'בלייד Witchcraft מכשפה Witches Abroad מכשפות בחוץ-לארץ Witches of East End המכשפות מאיסט אנד Witenagemot ויטנגמוט With Israel for Peace עם ישראל למען השלום With Oden on Our Side With Oden on Our Side With the Beatles With the Beatles Withdrawal נסיגה והשהייה Withholding tax ניכוי מס במקור Within My Walls בין קירות ביתי Within Temptation Within Temptation Without Remorse ללא חרטה Without You Without You Without You I'm Nothing Without You I'm Nothing Without a Dowry חסרת נדוניה Without a Trace ללא עקבות Without loss of generality ללא הגבלת הכלליות Witness העד Witness for the Prosecution עד התביעה Witold Gombrowicz ויטולד גומברוביץ' Witold Lutosławski ויטולד לוטוסלבסקי Witold Pilecki ויטולד פילצקי Witt ויט Witt Weiden ויט Witt group חוג ויט Wittenberg ויטנברג Wittgenstein family משפחת ויטגנשטיין Wittgenstein's Poker תקרית הדוקרן Witwatersrand Basin אגן ויטווטרסרנד Witz ויץ Wives of David קטגוריה:נשות דוד Wives of Henry VIII of England קטגוריה:נשותיו של הנרי השמיני Wix.com ויקס Wiz Khalifa ויז קאליפה Wizard איסטרי Wizard ויזארדס Wizards of Waverly Place המכשפים מוויברלי פלייס Wizards of Waverly Place: The Movie המכשפים מוויברלי פלייס: הסרט Wizards of the Coast מכשפי החוף Wizards on Deck with Hannah Montana המכשפים על הסיפון עם האנה מונטנה Wizcom Technologies ויזקום Wizna ויזנה Wizz Air ויז אייר Wiślica וישליצה Wladimir Klitschko ולדימיר קליצ'קו Wladimir Köppen ולדימיר קפן WoO WoO WoT04 TheShadowRising.jpg תמונה:TheShadowRising.jpg Wodage Zvadya וודג' זבדיה Wodzisław Śląski וודז'יסלאב שלזיה Woggly/Bar-Ilan vandal משתמש:AlexKarpman/המתחזה מבר-אילן Wohl Rose Park גן וואהל לוורדים Wohyń ווהין Wojciech Bobowski עלי אופקי Wojciech Jaruzelski וויצ'ך ירוזלסקי Wojciech Szczęsny וויצ'ך שצ'נסני Wojtek וויטק Wok ווק Wokou ווקאו Woland וולנד Wolbrom וולברום Wolde Giyorgis Wolde Yohannes וולדה גיורגיס Woldemar Hägglund וולדמאר הגלונד Wole Soyinka וולה סויינקה Wolf וולף Wolf 359 וולף 359 Wolf Armoured Vehicle זאב Wolf Biermann וולף בירמן Wolf Blitzer וולף בליצר Wolf Brother אח זאב Wolf Erlbruch וולף ארלברוך Wolf Gold זאב גולד Wolf Hall וולף הול Wolf Heidenheim וולף היידנהיים Wolf Island וולף Wolf Leslau וולף לסלאו Wolf Messing וולף מסינג Wolf Prize פרס וולף Wolf Prize in Agriculture laureates קטגוריה:זוכי פרס וולף לחקלאות Wolf Prize in Arts laureates קטגוריה:זוכי פרס וולף לאמנות Wolf Prize in Chemistry laureates קטגוריה:זוכי פרס וולף לכימיה Wolf Prize in Mathematics laureates קטגוריה:זוכי פרס וולף למתמטיקה Wolf Prize in Medicine laureates קטגוריה:זוכי פרס וולף לרפואה Wolf Prize in Physics laureates קטגוריה:זוכי פרס וולף לפיזיקה Wolf Prize laureates קטגוריה:זוכי פרס וולף Wolf spider זאבניים Wolf's Lair מאורת הזאב Wolfe Tone תאובלד וולף טון Wolfensohn וולפנזון Wolfenstein 3D Wolfenstein 3D Wolfenstein: Enemy Territory Wolfenstein: Enemy Territory Wolfenstein: The New Order Wolfenstein: The New Order Wolffia כדרורית Wolfgang Amadeus Mozart וולפגנג אמדאוס מוצרט Wolfgang Amadeus Mozart קטגוריה:וולפגנג אמדאוס מוצרט Wolfgang Becker וולפגנג בקר Wolfgang Borchert וולפגנג בורכרט Wolfgang Dremmler וולפגנג דרמלר Wolfgang Fürstner וולפגנג פירסטנר Wolfgang Gentner וולפגנג גנטנר Wolfgang Iser וולפגנג איזר Wolfgang Kapp וולפגנג קאפ Wolfgang Ketterle וולפגנג קטרלה Wolfgang Kraus וולפגנג קראוס Wolfgang Liebeneiner וולפגנג לייבניינר Wolfgang Lotz וולפגנג לוץ Wolfgang Nordwig וולפגנג נורדוויג Wolfgang Overath וולפגנג אובראט Wolfgang Paul וולפגנג פאול Wolfgang Pauli וולפגנג פאולי Wolfgang Pickert וולפגנג פיקרט Wolfgang Puck וולפגנג פאק Wolfgang Rihm וולפגנג ריהם Wolfgang Rolff וולפגנג רולף Wolfgang Sartorius von Waltershausen וולפגנג סרטוריוס פון ואלטרסהאוזן Wolfgang Sawallisch וולפגנג זאוואליש Wolfgang Schmieder וולפגנג שמידר Wolfgang Schneiderhan וולפגנג שניידרהאן Wolfgang Schwanitz וולפגנג שוואניץ Wolfgang Schwanitz וולפגנג שווניץ Wolfgang Schäuble וולפגנג שויבלה Wolfgang Schüssel וולפגנג שיסל Wolfgang Thierse וולפגנג תירזה Wolfgang Weber וולפגנג ובר Wolfgang of Regensburg וולפגנג מרטיסבון Wolfgang von Kempelen וולפגנג פון קמפלן Wolfgang von Weisl בנימין זאב פון וייזל Wolfman-final-small.jpg קובץ:Wolfman-poster.jpg Wolfram וולפרם Wolfram Alpha וולפרם אלפא Wolfram Freiherr von Richthofen וולפרם פון ריכטהופן Wolfram Sievers וולפרם סיברס Wolfsbane וולפסביין Wolfsberger AC וולפסברג Wolfsburg וולפסבורג Wolfson וולפסון Wolfson Foundation קרן וולפסון Wolfson Medical Center המרכז הרפואי ע"ש אדית וולפסון Wolfsthal וולפסטאל Wolf–Rayet star כוכב וולף-ראייה Wolf–Rayet stars קטגוריה:כוכבי וולף-ראייה Wollastonite וולאסטוניט Wolle וולה Wolleka וולקה Wollo Province וולו Wollongong וולונגונג Wolqayt ולקאית Wolter וולטר Wolverhampton וולברהמפטון Wolverhampton קטגוריה:וולברהמפטון Wolverhampton Wanderers F.C. וולברהמפטון וונדררס Wolverhampton Wanderers F.C. players קטגוריה:כדורגלני וולברהמפטון וונדררס Wolverine גרגרן Wolverine וולברין Wolverine and the X-Men וולברין והאקס-מן Woman אישה Woman Is the Nigger of the World Woman Is the Nigger of the World Woman in Love Woman in Love Woman of Tekoa האישה החכמה מתקוע Woman of the Apocalypse אשת קץ הימים Woman of the Year אשת השנה Woman with seven sons חנה ושבעת בניה Womanizer Womanizer Wombat וומבטיים Women קטגוריה:נשים Women Airforce Service Pilots טייסות שירות חיל האוויר Women Are from Venus Men Are from Mars גברים ממאדים ונשים מנוגה Women Nobel laureates קטגוריה:זוכות פרס נובל Women and the arts קטגוריה:נשים באמנות Women by occupation קטגוריה:נשים לפי עיסוק Women for Israel's Tomorrow נשים למען עתיד ישראל Women in Arab societies מעמד האישה בחברה הערבית Women in Black נשים בשחור Women in Islam מעמד האישה באסלאם Women in Israel מעמד האישה בישראל Women in Israel קטגוריה:נשים בישראל Women in Judaism מעמד האישה ביהדות Women in Love נשים אוהבות Women in Thailand מעמד האישה בתאילנד Women in ancient Sparta נשים בספרטה העתיקה Women in film קטגוריה:נשים בקולנוע Women in governments of Israel נשים בממשלות ישראל Women in politics קטגוריה:נשים בפוליטיקה Women in science נשים במדע Women in the Hebrew Bible קטגוריה:נשים במקרא Women in the Israel Defense Forces שירות נשים בצה"ל Women in the Israeli military קטגוריה:נשים בצה"ל Women in the United States קטגוריה:נשים בארצות הברית Women of the Wall נשות הכותל Women on Waves נשים על גלים Women on the Verge of a Nervous Breakdown נשים על סף התמוטטות עצבים Women rabbis קטגוריה:רבניות Women rulers קטגוריה:נשים שליטות Women scientists קטגוריה:מדעניות Women's Affairs advisor יועצת הרמטכ"ל לענייני מגדר Women's Army Corps חיל הנשים של צבא ארצות הברית Women's Auxiliary Air Force חיל העזר האווירי לנשים Women's International Zionist Organization ויצו Women's National Basketball Association ליגת ה-WNBA Women's National Basketball Association קטגוריה:WNBA Women's National Basketball Association תבנית:WNBA Women's National Basketball Association players קטגוריה:שחקניות WNBA Women's National Basketball Association teams קטגוריה:קבוצות WNBA Women's Nordic Football Championship אליפות המדינות הנורדיות בכדורגל נשים Women's Orchestra of Auschwitz תזמורת הנשים באושוויץ Women's Professional Soccer WPS Women's Tennis Association הסבב העולמי לנשים Women's United Soccer Association WUSA Women's World Chess Champions קטגוריה:אלופות עולם לנשים בשחמט Women's World Games המשחקים העולמיים לנשים Women's association football כדורגל נשים Women's association football קטגוריה:כדורגל נשים Women's association football clubs קטגוריה:קבוצות כדורגל נשים Women's association football competitions קטגוריה:תחרויות כדורגל נשים Women's association football competitions in Europe קטגוריה:תחרויות כדורגל נשים באירופה Women's association football players קטגוריה:כדורגלניות Women's basketball כדורסל נשים Women's basketball קטגוריה:כדורסל נשים Women's basketball players קטגוריה:כדורסלניות Women's basketball teams קטגוריה:קבוצות כדורסל נשים Women's basketball teams in Israel קטגוריה:קבוצות כדורסל נשים ישראליות Women's chess קטגוריה:שחמטאיות Women's film festivals קטגוריה:פסטיבלים לסרטי נשים Women's football clubs in England קטגוריה:קבוצות כדורגל נשים אנגליות Women's football clubs in France קטגוריה:קבוצות כדורגל נשים צרפתיות Women's football clubs in Germany קטגוריה:קבוצות כדורגל נשים גרמניות Women's football clubs in Israel קטגוריה:קבוצות כדורגל נשים ישראליות Women's football clubs in Norway קטגוריה:קבוצות כדורגל נשים נורווגיות Women's football clubs in Russia קטגוריה:קבוצות כדורגל נשים רוסיות Women's football clubs in Sweden קטגוריה:קבוצות כדורגל נשים שוודיות Women's football in Israel קטגוריה:כדורגל נשים בישראל Women's magazines קטגוריה:מגזיני נשים Women's national association football teams קטגוריה:נבחרות כדורגל נשים Women's national basketball teams קטגוריה:נבחרות כדורסל לנשים Women's organizations קטגוריה:ארגוני נשים Women's rights זכויות האישה Women's rights קטגוריה:מעמד האישה Women's rights in Afghanistan מעמד האישה באפגניסטן Women's rights in Saudi Arabia יחסי נשים ומגדר בערב הסעודית Women's rights in religious movements קטגוריה:מעמד האישה בדתות השונות Women's rights movement in Iran תנועת זכויות האישה באיראן Women's shelter מקלט לנשים מוכות Women's sports קטגוריה:ספורט נשים Women's studies לימודי נשים Women's suffrage זכות בחירה לנשים Women's suffrage קטגוריה:זכות בחירה לנשים Women's work עבודה נשית Won תבנית:זכייה Won't Go Home Without You Won't Go Home Without You Wonder פלא Wonder פליאה Wonder Boy Wonder Boy Wonder Girl וונדר גירל Wonder Man וונדר מן Wonder Pot סיר פלא Wonder Woman וונדר וומן Wonderbook Wonderbook Wonderland Wonderland Wonderland ארץ הפלאות Wonderland פלאות Wonders of Life פלאי החיים Wonders of the World רשימת פלאי תבל Wong Fei-hung וונג פיי הונג Wong Tai Sin District וונג טאי סין Wonsan וונסן Woo Woo וו וו Wood ווד Wood עץ Wood Badge תג היער Wood Buffalo National Park הפארק הלאומי ווד באפלו Wood Harris ווד האריס Wood between the Worlds אחיינו של הקוסם#היער בין העולמות Wood bison ביזון היערות Wood carving גילוף בעץ Wood duck ברווז עצים Wood frog צפרדע העץ Wood hoopoe דוכיפתיות עצים Wood sandpiper ביצנית מנומרת Wood stork חסידת עצים Wood veneer פורניר WoodSnake/sandbox סקס-סומניה Woodbury matrix identity נוסחת וודברי Woodcock וודקוק Woodcut חיתוך עץ Wooden cannon תותח עץ Wooden churches of Maramureș כנסיות העץ במרמורש Wooden churches of Southern Lesser Poland כנסיות העץ בדרום פולין קטן Wooden churches of the Slovak Carpathians כנסיות העץ בהרי הקרפטים הסלובקיים Wooden spoon כף עץ Wooden tserkvas of the Carpathian region in Poland and Ukraine כנסיות העץ של אזור הקרפטים בפולין ובאוקראינה Woodford tube station תחנת הרכבת התחתית וודפורד Woodhead Commission ועדת וודהד Woodlark חוגת עצים Woodpecker נקריים Woodpecker finch חטט נקרי Woodrow Wilson וודרו וילסון Woodrow Wilson קטגוריה:וודרו וילסון Woodrow Wilson Awards פרס וודרו וילסון Woodrow Wilson administration cabinet members קטגוריה:חברי הקבינט של ארצות הברית בממשל וודרו וילסון Woods וודס Woods Hole Oceanographic Institution המכון האוקיינוגרפי בוודס הול Woodstock פסטיבל וודסטוק Woodward וודוורד Woodward's rules חוקי וודוורד Woodwind instrument כלי נשיפה מעץ Woodwind instruments קטגוריה:כלי נשיפה מעץ Woodwind musicians קטגוריה:נגני כלי נשיפה מעץ Woodworking עיבוד עץ Woodworking קטגוריה:נגרות Woody Allen וודי אלן Woody Allen תבנית:וודי אלן Woody Guthrie וודי גאת'רי Woody Harrelson וודי הרלסון Woody Herman וודי הרמן Woody Shaw וודי שו Woody Woodpecker וודי הנקר Woof! אריק Wool צמר Woollim Entertainment Woollim Entertainment Woolloomooloo וולומולו Woolly mammoth ממותה צמרית Woolly rhinoceros קרנף צמרירי Woolwich Graduates of the Royal Military Academy קטגוריה:בוגרי האקדמיה הצבאית המלכותית ווליץ' Woolwich Royal Military Academy האקדמיה הצבאית המלכותית בווליץ' Woolworth Building בניין וולוורת' Wooster49/sandbox מכון הדגל Worcester ווסטר Worcestershire ווסטרשייר Worcestershire Broadway Tower מגדל ברודוויי Worcestershire sauce רוטב ווסטרשייר Word מילה Word games קטגוריה:שעשועי לשון Word of Honor מילת כבוד Word of Mouf Word of Mouf Word painting ציור מילים Word play שעשועי לשון Word problem בעיה מילולית Word processor מעבד תמלילים Word processors קטגוריה:מעבדי תמלילים Word search תפזורת WordPress וורדפרס WordPress.com WordPress.com Wordie Ice Shelf מדף הקרח וורדי Words קטגוריה:מילים Words and phrases by language קטגוריה:מילים וביטויים לפי שפה Worf וורף Work Work Work עבודה Work Bitch Work Bitch Work accident פגיעה בעבודה Work ethic מוסר עבודה Work function פונקציית עבודה Work motivation הנעה לעבודה Work of art יצירה Work song שיר עבודה Work-to-rule שביתה#סוגי שביתות Workaholic התמכרות לעבודה Workaholics עובדים מצטיינים Worker and Kolkhoz Woman הפועל ואשת הקולחוז Worker's Marseillaise המנון הרפובליקה הרוסית Workers' Party מפלגת הפועלים Workers' Party of Ethiopia מפלגת הפועלים האתיופית Workers' Party of Korea מפלגת הפועלים של קוריאה Workers' Stadium אצטדיון הפועלים Workers' council מועצת פועלים Workforce עובד Workforce productivity פריון עבודה Workgroup Workgroup Working Girl נערה עובדת Working capital הון חוזר Working class מעמד הפועלים Working directory תיקיית העבודה Working dog כלב עבודה ושירות Working group קבוצת עבודה Working memory זיכרון עבודה Workplace bullying התעמרות בעבודה Workplace politics פוליטיקה ארגונית Works Works Works Volume 1 Works Volume I Works Volume 2 Works Volume II Works about Palestine קטגוריה:ארץ ישראל בתרבות ובאמנות Works about World War II קטגוריה:מלחמת העולם השנייה בתרבות Works about rail transport קטגוריה:רכבות בתרבות Works about wars קטגוריה:מלחמות בתרבות Works and Days מעשים וימים Works based on Romeo and Juliet קטגוריה:יצירות המבוססות על רומאו ויוליה Works by Albert Camus קטגוריה:ספרי אלבר קאמי Works by Alistair MacLean קטגוריה:אליסטר מקלין Works by Anton Chekhov קטגוריה:אנטון צ'כוב Works by Arthur Conan Doyle קטגוריה:ספרי ארתור קונאן דויל Works by C. Escher קטגוריה:מאוריץ קורנליס אשר Works by D. Salinger קטגוריה:ג'יי די סלינג'ר Works by Enid Blyton קטגוריה:ספרי אניד בלייטון Works by Ernest Hemingway קטגוריה:ספרי ארנסט המינגוויי Works by Filippo Tommaso Marinetti קטגוריה:פיליפו טומאסו מארינטי Works by Friedrich Dürrenmatt קטגוריה:פרידריך דירנמאט Works by Friedrich Nietzsche קטגוריה:כתבי פרידריך ניטשה Works by G. Wells קטגוריה:ספרי ג'. ולס Works by George Orwell קטגוריה:כתבי ג'ורג' אורוול Works by Gian Lorenzo Bernini קטגוריה:ג'ובאני לורנצו ברניני Works by Graham Greene קטגוריה:כתבי גרהם גרין Works by Hans Christian Andersen קטגוריה:סיפורי הנס כריסטיאן אנדרסן Works by Ian McEwan קטגוריה:ספרי איאן מקיואן Works by James Clavell קטגוריה:ספרי ג'יימס קלאוול Works by Jean-Jacques Rousseau קטגוריה:ז'אן-ז'אק רוסו Works by Johann Wolfgang von Goethe קטגוריה:גתה Works by John Irving קטגוריה:ספרי ג'ון אירווינג Works by John Steinbeck קטגוריה:ספרי ג'ון סטיינבק Works by Kurt Vonnegut קטגוריה:ספרי קורט וונגוט Works by Maimonides קטגוריה:כתבי רמב"ם Works by Roald Dahl קטגוריה:ספרי רואלד דאל Works by Rudyard Kipling קטגוריה:ספרי רודיארד קיפלינג Works by Tom Clancy קטגוריה:ספרי טום קלנסי Works by artist קטגוריה:יצירות אמנות לפי יוצר Works by century קטגוריה:יצירות לפי מאות Works by date קטגוריה:יצירות לפי תאריך Works by language קטגוריה:יצירות לפי שפה Works by medium קטגוריה:יצירות אמנות לפי מדיה Works by writer קטגוריה:חיבורים לפי מחבר Works of art קטגוריה:יצירות אמנות Works of mercy שבעת מעשי החסד Works of unknown authorship קטגוריה:יצירות שמחברן אינו ידוע Works published posthumously קטגוריה:יצירות שהתפרסמו לאחר מות מחבריהן WorksInCenturyHeader תבנית:תבנית ניווט לקטגוריות של יצירות לפי מאה Workwear בגדי עבודה Workweek and weekend סוף שבוע Work–family conflict קונפליקט עבודה-משפחה Work–life balance איזון בית-עבודה World עולם World AIDS Day יום האיידס העולמי World Amateur Body Building Association האגודה העולמית לפיתוח הגוף World Amateur Bodybuilding Championships אליפות העולם בפיתוח הגוף לחובבנים World Amazigh Congress הקונגרס הבינלאומי של הברברים World Anti-Doping Agency הסוכנות העולמית נגד סמים בספורט World Architecture Festival פסטיבל האדריכלות הבינלאומי World Artistic Gymnastics Championships אליפות העולם בהתעמלות World Association for Medical Law הארגון העולמי למשפט רפואי World Association of Girl Guides and Girl Scouts אגודת המדריכות והצופות העולמית World Bank הבנק העולמי World Bank people קטגוריה:עובדי הבנק העולמי World Car of the Year מכונית השנה בעולם World Championship Wrestling WCW World Championships in Athletics navigational boxes קטגוריה:תבניות ניווט - אליפויות עולם: אתלטיקה World Chess Championship 2010 אליפות העולם בשחמט 2010 World Chess Championship 2012 אליפות העולם בשחמט 2012 World Chess Championship 2013 אליפות העולם בשחמט 2013 World Chess Championship 2014 אליפות העולם בשחמט 2014 World Chess Championships קטגוריה:אליפויות עולם בשחמט World Cities Summit ועידת ערי העולם World Community Grid World Community Grid World Conference against Racism ועידת האו"ם נגד הגזענות World Conference against Racism 2001 ועידת האו"ם נגד הגזענות World Congress of Philosophy הקונגרס הבינלאומי לפילוסופיה World Court בית הדין הבינלאומי World Cup אלוף העולם World Cup of Hockey גביע העולם בהוקי קרח World Diabetes Day יום הסוכרת הבינלאומי World Digital Library הספרייה הדיגיטלית העולמית World Economic Forum הפורום הכלכלי העולמי World Esperanto Congress כנס האספרנטו העולמי World Federation of Democratic Youth הפדרציה העולמית של הנוער הדמוקרטי World Fencing Championships אליפות העולם בסיף World Food Day יום המזון העולמי World Food Prize פרס המזון העולמי World Football Elo Ratings מד כושר לנבחרות כדורגל World Free וורלד בי. פרי World Games המשחקים העולמיים World Gymnaestrada גימנסטרדה עולמית World Health Organization ארגון הבריאות העולמי World Heavyweight Championship אליפות העולם במשקל כבד World Heritage Site אתר מורשת עולמית World Heritage Site templates קטגוריה:תבניות ניווט - אתרי מורשת עולמית World Heritage Sites קטגוריה:אתרי מורשת עולמית World Heritage Sites by continent קטגוריה:אתרי מורשת עולמית לפי יבשת World Heritage Sites by country קטגוריה:אתרי מורשת עולמית לפי מדינה World Heritage Sites in Afghanistan קטגוריה:אפגניסטן: אתרי מורשת עולמית World Heritage Sites in Afghanistan תבנית:אתרי מורשת עולמית באפגניסטן World Heritage Sites in Africa קטגוריה:אפריקה: אתרי מורשת עולמית World Heritage Sites in Albania קטגוריה:אלבניה: אתרי מורשת עולמית World Heritage Sites in Albania תבנית:אתרי מורשת עולמית באלבניה World Heritage Sites in Algeria קטגוריה:אלג'יריה: אתרי מורשת עולמית World Heritage Sites in Algeria תבנית:אתרי מורשת עולמית באלג'יריה World Heritage Sites in Andorra קטגוריה:אנדורה: אתרי מורשת עולמית World Heritage Sites in Argentina קטגוריה:ארגנטינה: אתרי מורשת עולמית World Heritage Sites in Argentina תבנית:אתרי מורשת עולמית בארגנטינה World Heritage Sites in Armenia קטגוריה:ארמניה: אתרי מורשת עולמית World Heritage Sites in Armenia תבנית:אתרי מורשת עולמית בארמניה World Heritage Sites in Asia קטגוריה:אסיה: אתרי מורשת עולמית World Heritage Sites in Australia קטגוריה:אוסטרליה: אתרי מורשת עולמית World Heritage Sites in Australia תבנית:אתרי מורשת עולמית באוסטרליה World Heritage Sites in Austria קטגוריה:אוסטריה: אתרי מורשת עולמית World Heritage Sites in Austria תבנית:אתרי מורשת עולמית באוסטריה World Heritage Sites in Azerbaijan קטגוריה:אזרבייג'ן: אתרי מורשת עולמית World Heritage Sites in Azerbaijan תבנית:אתרי מורשת עולמית באזרבייג'ן World Heritage Sites in Bahrain קטגוריה:בחריין: אתרי מורשת עולמית World Heritage Sites in Bangladesh קטגוריה:בנגלדש: אתרי מורשת עולמית World Heritage Sites in Bangladesh תבנית:אתרי מורשת עולמית בבנגלדש World Heritage Sites in Barbados קטגוריה:ברבדוס: אתרי מורשת עולמית World Heritage Sites in Belarus קטגוריה:בלארוס: אתרי מורשת עולמית World Heritage Sites in Belarus תבנית:אתרי מורשת עולמית בבלארוס World Heritage Sites in Belgium קטגוריה:בלגיה: אתרי מורשת עולמית World Heritage Sites in Belgium תבנית:אתרי מורשת עולמית בבלגיה World Heritage Sites in Belize קטגוריה:בליז: אתרי מורשת עולמית World Heritage Sites in Benin קטגוריה:בנין: אתרי מורשת עולמית World Heritage Sites in Bolivia קטגוריה:בוליביה: אתרי מורשת עולמית World Heritage Sites in Bolivia תבנית:אתרי מורשת עולמית בבוליביה World Heritage Sites in Bosnia and Herzegovina קטגוריה:בוסניה והרצגובינה: אתרי מורשת עולמית World Heritage Sites in Bosnia and Herzegovina תבנית:אתרי מורשת עולמית בבוסניה והרצגובינה World Heritage Sites in Botswana קטגוריה:בוטסואנה: אתרי מורשת עולמית World Heritage Sites in Brazil קטגוריה:ברזיל: אתרי מורשת עולמית World Heritage Sites in Brazil תבנית:אתרי מורשת עולמית בברזיל World Heritage Sites in Bulgaria קטגוריה:בולגריה: אתרי מורשת עולמית World Heritage Sites in Bulgaria תבנית:אתרי מורשת עולמית בבולגריה World Heritage Sites in Burkina Faso קטגוריה:בורקינה פאסו: אתרי מורשת עולמית World Heritage Sites in Cambodia קטגוריה:קמבודיה: אתרי מורשת עולמית World Heritage Sites in Cameroon קטגוריה:קמרון: אתרי מורשת עולמית World Heritage Sites in Canada קטגוריה:קנדה: אתרי מורשת עולמית World Heritage Sites in Canada תבנית:אתרי מורשת עולמית בקנדה World Heritage Sites in Cape Verde קטגוריה:כף ורדה: אתרי מורשת עולמית World Heritage Sites in Chile קטגוריה:צ'ילה: אתרי מורשת עולמית World Heritage Sites in Chile תבנית:אתרי מורשת עולמית בצ'ילה World Heritage Sites in China קטגוריה:סין: אתרי מורשת עולמית World Heritage Sites in China תבנית:אתרי מורשת עולמית בסין World Heritage Sites in Colombia קטגוריה:קולומביה: אתרי מורשת עולמית World Heritage Sites in Colombia תבנית:אתרי מורשת עולמית בקולומביה World Heritage Sites in Costa Rica קטגוריה:קוסטה ריקה: אתרי מורשת עולמית World Heritage Sites in Croatia קטגוריה:קרואטיה: אתרי מורשת עולמית World Heritage Sites in Croatia תבנית:אתרי מורשת עולמית בקרואטיה World Heritage Sites in Cuba קטגוריה:קובה: אתרי מורשת עולמית World Heritage Sites in Cuba תבנית:אתרי מורשת עולמית בקובה World Heritage Sites in Cyprus קטגוריה:קפריסין: אתרי מורשת עולמית World Heritage Sites in Cyprus תבנית:אתרי מורשת עולמית בקפריסין World Heritage Sites in Danger קטגוריה:אתרי מורשת עולמית בסיכון World Heritage Sites in Denmark קטגוריה:דנמרק: אתרי מורשת עולמית World Heritage Sites in Dominica קטגוריה:דומיניקה: אתרי מורשת עולמית World Heritage Sites in Ecuador קטגוריה:אקוודור: אתרי מורשת עולמית World Heritage Sites in Egypt קטגוריה:מצרים: אתרי מורשת עולמית World Heritage Sites in Egypt תבנית:אתרי מורשת עולמית במצרים World Heritage Sites in El Salvador קטגוריה:אל סלוודור: אתרי מורשת עולמית World Heritage Sites in Estonia קטגוריה:אסטוניה: אתרי מורשת עולמית World Heritage Sites in Estonia תבנית:אתרי מורשת עולמית באסטוניה World Heritage Sites in Ethiopia קטגוריה:אתיופיה: אתרי מורשת עולמית World Heritage Sites in Ethiopia תבנית:אתרי מורשת עולמית באתיופיה World Heritage Sites in Europe קטגוריה:אירופה: אתרי מורשת עולמית World Heritage Sites in Finland קטגוריה:פינלנד: אתרי מורשת עולמית World Heritage Sites in Finland תבנית:אתרי מורשת עולמית בפינלנד World Heritage Sites in France קטגוריה:צרפת: אתרי מורשת עולמית World Heritage Sites in France תבנית:אתרי מורשת עולמית בצרפת World Heritage Sites in Gabon קטגוריה:גבון: אתרי מורשת עולמית World Heritage Sites in Georgia קטגוריה:גאורגיה: אתרי מורשת עולמית World Heritage Sites in Georgia תבנית:אתרי מורשת עולמית בגאורגיה World Heritage Sites in Germany קטגוריה:גרמניה: אתרי מורשת עולמית World Heritage Sites in Germany תבנית:אתרי מורשת עולמית בגרמניה World Heritage Sites in Ghana קטגוריה:גאנה: אתרי מורשת עולמית World Heritage Sites in Greece קטגוריה:יוון: אתרי מורשת עולמית World Heritage Sites in Greece תבנית:אתרי מורשת עולמית ביוון World Heritage Sites in Guatemala קטגוריה:גואטמלה: אתרי מורשת עולמית World Heritage Sites in Guinea קטגוריה:גינאה: אתרי מורשת עולמית World Heritage Sites in Haiti קטגוריה:האיטי: אתרי מורשת עולמית World Heritage Sites in Honduras קטגוריה:הונדורס: אתרי מורשת עולמית World Heritage Sites in Hungary קטגוריה:הונגריה: אתרי מורשת עולמית World Heritage Sites in Hungary תבנית:אתרי מורשת עולמית בהונגריה World Heritage Sites in Iceland קטגוריה:איסלנד: אתרי מורשת עולמית World Heritage Sites in India קטגוריה:הודו: אתרי מורשת עולמית World Heritage Sites in India תבנית:אתרי מורשת עולמית בהודו World Heritage Sites in Indonesia קטגוריה:אינדונזיה: אתרי מורשת עולמית World Heritage Sites in Indonesia תבנית:אתרי מורשת עולמית באינדונזיה World Heritage Sites in Iran קטגוריה:איראן: אתרי מורשת עולמית World Heritage Sites in Iran תבנית:אתרי מורשת עולמית באיראן World Heritage Sites in Iraq קטגוריה:עיראק: אתרי מורשת עולמית World Heritage Sites in Iraq תבנית:אתרי מורשת עולמית בעיראק World Heritage Sites in Ireland תבנית:אתרי מורשת עולמית באירלנד World Heritage Sites in Israel ספר:אתרי מורשת עולמית בישראל World Heritage Sites in Israel קטגוריה:ישראל: אתרי מורשת עולמית World Heritage Sites in Israel and East Jerusalem תבנית:אתרי מורשת עולמית בישראל World Heritage Sites in Italy קטגוריה:איטליה: אתרי מורשת עולמית World Heritage Sites in Italy תבנית:אתרי מורשת עולמית באיטליה World Heritage Sites in Ivory Coast קטגוריה:חוף השנהב: אתרי מורשת עולמית World Heritage Sites in Japan קטגוריה:יפן: אתרי מורשת עולמית World Heritage Sites in Japan תבנית:אתרי מורשת עולמית ביפן World Heritage Sites in Jordan קטגוריה:ירדן: אתרי מורשת עולמית World Heritage Sites in Kazakhstan קטגוריה:קזחסטן: אתרי מורשת עולמית World Heritage Sites in Kazakhstan תבנית:אתרי מורשת עולמית בקזחסטן World Heritage Sites in Kenya קטגוריה:קניה: אתרי מורשת עולמית World Heritage Sites in Kiribati קטגוריה:קיריבטי: אתרי מורשת עולמית World Heritage Sites in Kyrgyzstan קטגוריה:קירגיזסטן: אתרי מורשת עולמית World Heritage Sites in Laos קטגוריה:לאוס: אתרי מורשת עולמית World Heritage Sites in Laos תבנית:אתרי מורשת עולמית בלאוס World Heritage Sites in Latvia קטגוריה:לטביה: אתרי מורשת עולמית World Heritage Sites in Latvia תבנית:אתרי מורשת עולמית בלטביה World Heritage Sites in Lebanon קטגוריה:לבנון: אתרי מורשת עולמית World Heritage Sites in Lebanon תבנית:אתרי מורשת עולמית בלבנון World Heritage Sites in Libya קטגוריה:לוב: אתרי מורשת עולמית World Heritage Sites in Lithuania קטגוריה:ליטא: אתרי מורשת עולמית World Heritage Sites in Lithuania תבנית:אתרי מורשת עולמית בליטא World Heritage Sites in Luxembourg קטגוריה:לוקסמבורג: אתרי מורשת עולמית World Heritage Sites in Madagascar קטגוריה:מדגסקר: אתרי מורשת עולמית World Heritage Sites in Malawi קטגוריה:מלאווי: אתרי מורשת עולמית World Heritage Sites in Malaysia קטגוריה:מלזיה: אתרי מורשת עולמית World Heritage Sites in Malaysia תבנית:אתרי מורשת עולמית במלזיה World Heritage Sites in Mali קטגוריה:מאלי: אתרי מורשת עולמית World Heritage Sites in Malta קטגוריה:מלטה: אתרי מורשת עולמית World Heritage Sites in Mauritania קטגוריה:מאוריטניה: אתרי מורשת עולמית World Heritage Sites in Mauritius קטגוריה:מאוריציוס: אתרי מורשת עולמית World Heritage Sites in Mexico קטגוריה:מקסיקו: אתרי מורשת עולמית World Heritage Sites in Mexico תבנית:אתרי מורשת עולמית במקסיקו World Heritage Sites in Moldova קטגוריה:מולדובה: אתרי מורשת עולמית World Heritage Sites in Mongolia קטגוריה:מונגוליה: אתרי מורשת עולמית World Heritage Sites in Mongolia תבנית:אתרי מורשת עולמית במונגוליה World Heritage Sites in Montenegro קטגוריה:מונטנגרו: אתרי מורשת עולמית World Heritage Sites in Montenegro תבנית:אתרי מורשת עולמית במונטנגרו World Heritage Sites in Morocco קטגוריה:מרוקו: אתרי מורשת עולמית World Heritage Sites in Morocco תבנית:אתרי מורשת עולמית במרוקו World Heritage Sites in Mozambique קטגוריה:מוזמביק: אתרי מורשת עולמית World Heritage Sites in Namibia קטגוריה:נמיביה: אתרי מורשת עולמית World Heritage Sites in Nepal קטגוריה:נפאל: אתרי מורשת עולמית World Heritage Sites in New Zealand קטגוריה:ניו זילנד: אתרי מורשת עולמית World Heritage Sites in Nicaragua קטגוריה:ניקרגואה: אתרי מורשת עולמית World Heritage Sites in Niger קטגוריה:ניז'ר: אתרי מורשת עולמית World Heritage Sites in Nigeria קטגוריה:ניגריה: אתרי מורשת עולמית World Heritage Sites in North Korea קטגוריה:קוריאה הצפונית: אתרי מורשת עולמית World Heritage Sites in Norway קטגוריה:נורווגיה: אתרי מורשת עולמית World Heritage Sites in Norway תבנית:אתרי מורשת עולמית בנורווגיה World Heritage Sites in Oceania קטגוריה:אוקיאניה: אתרי מורשת עולמית World Heritage Sites in Oman קטגוריה:עומאן: אתרי מורשת עולמית World Heritage Sites in Pakistan קטגוריה:פקיסטן: אתרי מורשת עולמית World Heritage Sites in Pakistan תבנית:אתרי מורשת עולמית בפקיסטן World Heritage Sites in Palau קטגוריה:פלאו: אתרי מורשת עולמית World Heritage Sites in Panama קטגוריה:פנמה: אתרי מורשת עולמית World Heritage Sites in Papua New Guinea קטגוריה:פפואה גינאה החדשה: אתרי מורשת עולמית World Heritage Sites in Paraguay קטגוריה:פרגוואי: אתרי מורשת עולמית World Heritage Sites in Peru קטגוריה:פרו: אתרי מורשת עולמית World Heritage Sites in Peru תבנית:אתרי מורשת עולמית בפרו World Heritage Sites in Poland קטגוריה:פולין: אתרי מורשת עולמית World Heritage Sites in Poland תבנית:אתרי מורשת עולמית בפולין World Heritage Sites in Portugal קטגוריה:פורטוגל: אתרי מורשת עולמית World Heritage Sites in Portugal תבנית:אתרי מורשת עולמית בפורטוגל World Heritage Sites in Romania קטגוריה:רומניה: אתרי מורשת עולמית World Heritage Sites in Romania תבנית:אתרי מורשת עולמית ברומניה World Heritage Sites in Russia קטגוריה:רוסיה: אתרי מורשת עולמית World Heritage Sites in Russia תבנית:אתרי מורשת עולמית ברוסיה World Heritage Sites in Saint Kitts and Nevis קטגוריה:סנט קיטס ונוויס: אתרי מורשת עולמית World Heritage Sites in Saint Lucia קטגוריה:סנט לוסיה: אתרי מורשת עולמית World Heritage Sites in San Marino קטגוריה:סן מרינו: אתרי מורשת עולמית World Heritage Sites in Saudi Arabia קטגוריה:ערב הסעודית: אתרי מורשת עולמית World Heritage Sites in Saudi Arabia תבנית:אתרי מורשת עולמית בערב הסעודית World Heritage Sites in Senegal קטגוריה:סנגל: אתרי מורשת עולמית World Heritage Sites in Senegal תבנית:אתרי מורשת עולמית בסנגל World Heritage Sites in Serbia קטגוריה:סרביה: אתרי מורשת עולמית World Heritage Sites in Serbia תבנית:אתרי מורשת עולמית בסרביה World Heritage Sites in Seychelles קטגוריה:סיישל: אתרי מורשת עולמית World Heritage Sites in Slovakia קטגוריה:סלובקיה: אתרי מורשת עולמית World Heritage Sites in Slovakia תבנית:אתרי מורשת עולמית בסלובקיה World Heritage Sites in Slovenia קטגוריה:סלובניה: אתרי מורשת עולמית World Heritage Sites in Slovenia תבנית:אתרי מורשת עולמית בסלובניה World Heritage Sites in South Africa קטגוריה:דרום אפריקה: אתרי מורשת עולמית World Heritage Sites in South Africa תבנית:אתרי מורשת עולמית בדרום אפריקה World Heritage Sites in South Korea קטגוריה:קוריאה הדרומית: אתרי מורשת עולמית World Heritage Sites in South Korea תבנית:אתרי מורשת עולמית בקוריאה הדרומית World Heritage Sites in Spain קטגוריה:ספרד: אתרי מורשת עולמית World Heritage Sites in Spain תבנית:אתרי מורשת עולמית בספרד World Heritage Sites in Sri Lanka קטגוריה:סרי לנקה: אתרי מורשת עולמית World Heritage Sites in Sri Lanka תבנית:אתרי מורשת עולמית בסרי לנקה World Heritage Sites in Sudan קטגוריה:סודאן: אתרי מורשת עולמית World Heritage Sites in Suriname קטגוריה:סורינאם: אתרי מורשת עולמית World Heritage Sites in Sweden קטגוריה:שוודיה: אתרי מורשת עולמית World Heritage Sites in Sweden תבנית:אתרי מורשת עולמית בשוודיה World Heritage Sites in Switzerland קטגוריה:שווייץ: אתרי מורשת עולמית World Heritage Sites in Switzerland תבנית:אתרי מורשת עולמית בשווייץ World Heritage Sites in Syria קטגוריה:סוריה: אתרי מורשת עולמית World Heritage Sites in Syria תבנית:אתרי מורשת עולמית בסוריה World Heritage Sites in Tajikistan קטגוריה:טג'יקיסטן: אתרי מורשת עולמית World Heritage Sites in Tanzania קטגוריה:טנזניה: אתרי מורשת עולמית World Heritage Sites in Tanzania תבנית:אתרי מורשת עולמית בטנזניה World Heritage Sites in Thailand קטגוריה:תאילנד: אתרי מורשת עולמית World Heritage Sites in Thailand תבנית:אתרי מורשת עולמית בתאילנד World Heritage Sites in Togo קטגוריה:טוגו: אתרי מורשת עולמית World Heritage Sites in Tunisia קטגוריה:תוניסיה: אתרי מורשת עולמית World Heritage Sites in Tunisia תבנית:אתרי מורשת עולמית בתוניסיה World Heritage Sites in Turkey קטגוריה:טורקיה: אתרי מורשת עולמית World Heritage Sites in Turkey תבנית:אתרי מורשת עולמית בטורקיה World Heritage Sites in Turkmenistan קטגוריה:טורקמניסטן: אתרי מורשת עולמית World Heritage Sites in Uganda קטגוריה:אוגנדה: אתרי מורשת עולמית World Heritage Sites in Ukraine קטגוריה:אוקראינה: אתרי מורשת עולמית World Heritage Sites in Ukraine תבנית:אתרי מורשת עולמית באוקראינה World Heritage Sites in Uruguay קטגוריה:אורוגוואי: אתרי מורשת עולמית World Heritage Sites in Uzbekistan קטגוריה:אוזבקיסטן: אתרי מורשת עולמית World Heritage Sites in Vanuatu קטגוריה:ונואטו: אתרי מורשת עולמית World Heritage Sites in Venezuela קטגוריה:ונצואלה: אתרי מורשת עולמית World Heritage Sites in Venezuela תבנית:אתרי מורשת עולמית בוונצואלה World Heritage Sites in Vietnam קטגוריה:וייטנאם: אתרי מורשת עולמית World Heritage Sites in Vietnam תבנית:אתרי מורשת עולמית בווייטנאם World Heritage Sites in Yemen קטגוריה:תימן: אתרי מורשת עולמית World Heritage Sites in Zambia קטגוריה:זמביה: אתרי מורשת עולמית World Heritage Sites in Zimbabwe קטגוריה:זימבבואה: אתרי מורשת עולמית World Heritage Sites in the Americas קטגוריה:אמריקה: אתרי מורשת עולמית World Heritage Sites in the Central African Republic קטגוריה:הרפובליקה המרכז אפריקאית: אתרי מורשת עולמית World Heritage Sites in the Czech Republic קטגוריה:צ'כיה: אתרי מורשת עולמית World Heritage Sites in the Czech Republic תבנית:אתרי מורשת עולמית בצ'כיה World Heritage Sites in the Democratic Republic of the Congo קטגוריה:הרפובליקה הדמוקרטית של קונגו: אתרי מורשת עולמית World Heritage Sites in the Democratic Republic of the Congo תבנית:אתרי מורשת עולמית ברפובליקה הדמוקרטית של קונגו World Heritage Sites in the Dominican Republic קטגוריה:הרפובליקה הדומיניקנית: אתרי מורשת עולמית World Heritage Sites in the Gambia קטגוריה:גמביה: אתרי מורשת עולמית World Heritage Sites in the Kingdom of Denmark תבנית:אתרי מורשת עולמית בדנמרק World Heritage Sites in the Marshall Islands קטגוריה:איי מרשל: אתרי מורשת עולמית World Heritage Sites in the Netherlands קטגוריה:הולנד: אתרי מורשת עולמית World Heritage Sites in the Netherlands תבנית:אתרי מורשת עולמית בהולנד World Heritage Sites in the Philippines קטגוריה:הפיליפינים: אתרי מורשת עולמית World Heritage Sites in the Philippines תבנית:אתרי מורשת עולמית בפיליפינים World Heritage Sites in the Republic of Ireland קטגוריה:אירלנד: אתרי מורשת עולמית World Heritage Sites in the Republic of Macedonia קטגוריה:מקדוניה: אתרי מורשת עולמית World Heritage Sites in the Solomon Islands קטגוריה:איי שלמה: אתרי מורשת עולמית World Heritage Sites in the State of Palestine קטגוריה:הרשות הפלסטינית: אתרי מורשת עולמית World Heritage Sites in the United Arab Emirates קטגוריה:איחוד האמירויות הערביות: אתרי מורשת עולמית World Heritage Sites in the United Kingdom קטגוריה:הממלכה המאוחדת: אתרי מורשת עולמית World Heritage Sites in the United Kingdom תבנית:אתרי מורשת עולמית בממלכה המאוחדת World Heritage Sites in the United States קטגוריה:ארצות הברית: אתרי מורשת עולמית World Heritage Sites in the United States תבנית:אתרי מורשת עולמית בארצות הברית World Hockey Association WHA World Intellectual Property Day היום הבינלאומי לקניין רוחני World Intellectual Property Organization הארגון העולמי לקניין רוחני World Jewish Congress הקונגרס היהודי העולמי World Judo Championships אליפות העולם בג'ודו World Laughter Day יום הצחוק העולמי World Medical Association ההסתדרות הרפואית העולמית World Meteorological Organization הארגון המטאורולוגי העולמי World Muslimah מוסלמית העולם World ORT World ORT World One וורלד ואן World Organization of the Scout Movement ארגון הצופים העולמי World Polity Theory תאוריית החברה העולמית World Press Photo World Press Photo World Rally Championship אליפות העולם בראלי World Record World Record World Refugee Day יום הפליטים הבינלאומי World Rhythmic Gymnastics Championships אליפות העולם בהתעמלות אמנותית World Rowing Cup גביע העולם בחתירה World Sailing איגוד השיט הבינלאומי World Scholar's Cup גביע המלומדים העולמי World Scientific World Scientific World Scout Jamboree ג'מבורי World Series וורלד סיריס World Series Most Valuable Player Award MVP של הוורלד סיריס World Series of Poker אליפות העולם בפוקר World Snooker Championship אליפות העולם בסנוקר World Space Week שבוע החלל העולמי World Standards Day יום התקנים העולמי World Statistics Day יום הסטטיסטיקה העולמי World Table Tennis Championships אליפות העולם בטניס שולחן World Taekwondo Federation הפדרציה העולמית לטאקוונדו World Teachers' Day יום המורים העולמי World Team of the 20th Century קבוצת הכדורגל של המאה World Thinking Day יום המחשבה World Tourism Organization ארגון התיירות העולמי World Trade Center מגדלי התאומים World Trade Center מרכז הסחר העולמי World Trade Center קטגוריה:מגדלי התאומים World Trade Organization ארגון הסחר העולמי World Union for Progressive Judaism האיגוד העולמי ליהדות מתקדמת World Urban Forum 3 הפורום האורבני העולמי World Urbanism Day יום האורבניזם העולמי World War Hulk ענק מלחמת העולם World War Hulks ענקי מלחמת העולם World War I מלחמת העולם הראשונה World War I ספר:מלחמת העולם הראשונה World War I פורטל:מלחמת העולם הראשונה World War I קטגוריה:מלחמת העולם הראשונה World War I Victory Medal מדליית הניצחון במלחמת העולם הראשונה World War I books קטגוריה:ספרי מלחמת העולם הראשונה World War I by country קטגוריה:מדינות במלחמת העולם הראשונה World War I casualties קטגוריה:חללי מלחמת העולם הראשונה World War I chemical weapons קטגוריה:לוחמת גז במלחמת העולם הראשונה World War I films קטגוריה:סרטי מלחמת העולם הראשונה World War I flying aces קטגוריה:אלופי הפלות במלחמת העולם הראשונה World War I machine guns קטגוריה:מקלעים במלחמת העולם הראשונה World War I memorials קטגוריה:אנדרטאות למלחמת העולם הראשונה World War I memorials in Belgium קטגוריה:בלגיה: אנדרטאות למלחמת העולם הראשונה World War I memorials in France קטגוריה:צרפת: אנדרטאות למלחמת העולם הראשונה World War I memorials in the United Kingdom קטגוריה:בריטניה במלחמת העולם הראשונה: אנדרטאות World War I naval ships קטגוריה:ספינות מלחמה במלחמת העולם הראשונה World War I naval ships of the United Kingdom קטגוריה:ספינות מלחמה בריטיות במלחמת העולם הראשונה World War I pilots קטגוריה:טייסים במלחמת העולם הראשונה World War I poems קטגוריה:שירי מלחמת העולם הראשונה World War I prisoners of war קטגוריה:שבויים במלחמת העולם הראשונה World War I spies קטגוריה:מרגלים במלחמת העולם הראשונה World War I tanks קטגוריה:טנקים במלחמת העולם הראשונה World War I tanks of France קטגוריה:טנקים צרפתיים במלחמת העולם הראשונה World War I tanks of the United Kingdom קטגוריה:טנקים בריטיים במלחמת העולם הראשונה World War I templates קטגוריה:תבניות ניווט - מלחמת העולם הראשונה World War I weapons קטגוריה:אמצעי לחימה במלחמת העולם הראשונה World War I weapons of France קטגוריה:אמצעי לחימה צרפתיים במלחמת העולם הראשונה World War I weapons of Germany קטגוריה:אמצעי לחימה גרמניים במלחמת העולם הראשונה World War I weapons of Russia קטגוריה:אמצעי לחימה רוסיים במלחמת העולם הראשונה World War I weapons of the United Kingdom קטגוריה:אמצעי לחימה בריטיים במלחמת העולם הראשונה World War I weapons of the United States קטגוריה:אמצעי לחימה אמריקאיים במלחמת העולם הראשונה World War II מלחמת העולם השנייה World War II ספר:מלחמת העולם השנייה World War II פורטל:מלחמת העולם השנייה World War II קטגוריה:מלחמת העולם השנייה World War II Victory Medal מדליית הניצחון במלחמת העולם השנייה World War II aircraft of the United Kingdom קטגוריה:מטוסים בריטיים במלחמת העולם השנייה World War II artillery of the United Kingdom קטגוריה:תותחים בריטיים במלחמת העולם השנייה World War II books קטגוריה:ספרות מלחמת העולם השנייה World War II by country קטגוריה:מדינות במלחמת העולם השנייה World War II casualties חללים במלחמת העולם השנייה World War II casualties קטגוריה:חללי מלחמת העולם השנייה World War II conferences קטגוריה:ועידות במלחמת העולם השנייה World War II crimes קטגוריה:פשעי מלחמה במלחמת העולם השנייה World War II cryptography מודיעין במלחמת העולם השנייה World War II espionage קטגוריה:ביון במלחמת העולם השנייה World War II films קטגוריה:סרטי מלחמת העולם השנייה World War II flying aces קטגוריה:אלופי הפלות במלחמת העולם השנייה World War II half-tracks קטגוריה:זחל"מים במלחמת העולם השנייה World War II historians קטגוריה:היסטוריונים של מלחמת העולם השנייה World War II infantry weapons קטגוריה:נשק קל במלחמת העולם השנייה World War II infantry weapons of Germany קטגוריה:נשק קל גרמני במלחמת העולם השנייה World War II infantry weapons of the Soviet Union קטגוריה:נשק קל סובייטי במלחמת העולם השנייה World War II infantry weapons of the United Kingdom קטגוריה:נשק קל בריטי במלחמת העולם השנייה World War II infantry weapons of the United States קטגוריה:נשק קל אמריקאי במלחמת העולם השנייה World War II massacres קטגוריה:מעשי טבח במלחמת העולם השנייה World War II memorials in France קטגוריה:צרפת: אנדרטאות למלחמת העולם השנייה World War II memorials in Israel קטגוריה:ישראל: אנדרטאות למלחמת העולם השנייה World War II memorials in the United Kingdom קטגוריה:הממלכה המאוחדת במלחמת העולם השנייה: אנדרטאות World War II military equipment by country קטגוריה:אמצעי לחימה במלחמת העולם השנייה לפי מדינה World War II military equipment of France קטגוריה:אמצעי לחימה צרפתיים במלחמת העולם השנייה World War II military equipment of Italy קטגוריה:אמצעי לחימה איטלקיים במלחמת העולם השנייה World War II military equipment of the United Kingdom קטגוריה:אמצעי לחימה בריטיים במלחמת העולם השנייה World War II museums קטגוריה:מוזיאונים למלחמת העולם השנייה World War II museums in the United Kingdom קטגוריה:בריטניה: מוזיאונים למלחמת העולם השנייה World War II museums in the United States קטגוריה:ארצות הברית: מוזיאונים למלחמת העולם השנייה World War II naval ships of Japan קטגוריה:אוניות מלחמה יפניות במלחמת העולם השנייה World War II naval ships of the United Kingdom קטגוריה:ספינות מלחמה בריטיות במלחמת העולם השנייה World War II naval ships of the United States קטגוריה:ספינות מלחמה בצי ארצות הברית במלחמת העולם השנייה World War II operations and battles of the Pacific theatre קטגוריה:קרבות יבשתיים באסיה ובאוקיינוס השקט במלחמת העולם השנייה World War II operations and battles of the Western European Theatre קטגוריה:קרבות זירת מערב אירופה במלחמת העולם השנייה World War II photographs קטגוריה:תצלומי מלחמת העולם השנייה World War II pilots קטגוריה:טייסים במלחמת העולם השנייה World War II prisoner of war camps קטגוריה:מחנות שבויים במלחמת העולם השנייה World War II prisoner of war films קטגוריה:שבי במלחמת העולם השנייה: סרטים World War II prisoners of war קטגוריה:שבויים במלחמת העולם השנייה World War II resistance members קטגוריה:מתנגדים לנאצים World War II resistance movements קטגוריה:מחתרות במלחמת העולם השנייה World War II strategic bombing קטגוריה:ההפצצות האסטרטגיות במלחמת העולם השנייה World War II submarines קטגוריה:צוללות במלחמת העולם השנייה World War II tank destroyers of Germany קטגוריה:משחיתי טנקים גרמניים במלחמת העולם השנייה World War II tanks by country קטגוריה:טנקים במלחמת העולם השנייה World War II tanks of France קטגוריה:טנקים צרפתיים במלחמת העולם השנייה World War II tanks of Germany קטגוריה:טנקים גרמניים במלחמת העולם השנייה World War II tanks of the Soviet Union קטגוריה:טנקים סובייטיים במלחמת העולם השנייה World War II tanks of the United Kingdom קטגוריה:טנקים בריטיים במלחמת העולם השנייה World War II tanks of the United States קטגוריה:טנקים אמריקאיים במלחמת העולם השנייה World War II television drama series קטגוריה:סדרות טלוויזיה על מלחמת העולם השנייה World War II treaties קטגוריה:חוזים והסכמים במלחמת העולם השנייה World War II war crimes trials קטגוריה:משפטים של פושעי מלחמה במלחמת העולם השנייה World War II weapons קטגוריה:נשק במלחמת העולם השנייה World War II weapons of Germany קטגוריה:אמצעי לחימה גרמניים במלחמת העולם השנייה World War II weapons of Japan קטגוריה:אמצעי לחימה יפניים במלחמת העולם השנייה World War II weapons of the Soviet Union קטגוריה:אמצעי לחימה סובייטיים במלחמת העולם השנייה World War II weapons of the United States קטגוריה:אמצעי לחימה אמריקאיים במלחמת העולם השנייה World War III מלחמת עולם שלישית World War Z מלחמת הזומבים הגדולה World War Z מלחמת העולם Z World Water Day יום המים הבינלאומי World Wetlands Day יום הביצות הבינלאומי World Wide Fund for Nature הקרן העולמית לשימור חיות הבר World Wide Web World Wide Web World Wide Web קטגוריה:World Wide Web World Wide Web Consortium World Wide Web Consortium World Zionist Congress הקונגרס הציוני העולמי World Zionist Organization ההסתדרות הציונית העולמית World at War העולם במלחמה World championships קטגוריה:אליפויות עולם World championships sport navigational boxes קטגוריה:תבניות ניווט - אליפויות עולם World chess champions קטגוריה:אלופי עולם בשחמט World government ממשלה עולמית World judo champions קטגוריה:אלופי עולם בג'ודו World laws pertaining to homosexual relationships and expression תבנית:מפת מעמד חוקי של להט"ב בעולם World line קו העולם World music מוזיקת עולם World music קטגוריה:מוזיקת עולם World of Glass World of Glass World of Motion עולם התנועה World of Tanks World of Tanks World of Warcraft וורלד אוף וורקראפט World population אוכלוסיית העולם World record שיא עולם World record holders קטגוריה:שיאני עולם World record holders in athletics קטגוריה:שיאני עולם באתלטיקה World record holders in swimming קטגוריה:שיאני עולם בשחייה World records קטגוריה:שיאי עולם World sports champions קטגוריה:אלופי עולם בספורט World war מלחמת העולם World war מלחמת עולם World!" program "Hello תוכנית Hello world World's Columbian Exposition התערוכה העולמית של שיקגו World's fair תערוכה עולמית World's fairs קטגוריה:תערוכות עולמיות World's fairs in New York City קטגוריה:ניו יורק: היריד העולמי WorldCat WorldCat WorldView-4 Geo Eye 2 WorldWideWeb WorldWideWeb Worldcon הפסטיבל הבינלאומי למדע בדיוני Worlds in Collision עולמות מתנגשים Worm תולעים Worm תולעת Wormhole חור תולעת Worms וורמס Wormwood כוכב הלענה Worry דאגה Worry doll בובת דאגה Worst Case Scenarios הנחת החמור ביותר Would? Would? Wound Badge אות הפציעה Wound decorations קטגוריה:עיטורי פציעה Woven fabric בד Wow! signal אות ה"וואו!" WowWee WowWee WoweeZowee.jpg קובץ:PWZ.jpg Woyzeck וויצק Wozzeck ווצק Wołomin וולומין Wporquet/Stuart Hamilton המילטון סטוארט Wrad/Sandbox2 2008 Wraiths of Roanoke רוחות הרפאים של רואנוק Wrangel וראנגל Wrangel Island וראנגל Wrangell Narrows ראנגל נארוז Wrangell Volcanic Field ראנגל-סנט אליאס#השדה הגעשי Wrangell–St. Elias National Park and Preserve ראנגל-סנט אליאס Wrath of the Norsemen Wrath of the Norsemen Wrath of the Titans זעם הטיטאנים Wray 17-96 Wray 17-96 WreathInTheWater.jpg תמונה:WreathInTheWater1.jpg Wreck-It Ralph ראלף ההורס Wrecking Ball Wrecking Ball Wrecking ball כדור הריסה Wren גדרוניים Wrench מפתח ברגים WrestleMania רסלמניה Wrestlers קטגוריה:מתאבקים ספורטיביים Wrestling היאבקות Wrestling קטגוריה:היאבקות Wrestling at the Summer Olympics היאבקות במשחקים האולימפיים Wrexham רקסהאם Wrexham County Borough רקסהאם Wright רייט Wright Brothers Medal מדליית האחים רייט Wright Valley עמק רייט Wright brothers האחים רייט Wrigley Building בניין ריגלי Wrigley Field אצטדיון ריגלי Wrinkle קמטים Wrinkled hornbill קלאו מקומט Wrist שורש כף היד Wristcutters: A Love Story חותכי ורידים: סיפור אהבה Writ of execution הוצאה לפועל Writer סופר Writer's block מחסום כתיבה WriterListener User:WriterListener Writers קטגוריה:סופרים Writers by award קטגוריה:זוכי פרסים לספרות Writers by nationality קטגוריה:סופרים לפי מוצא Writers from Georgia קטגוריה:סופרים גאורגים Writers who committed suicide קטגוריה:מתאבדים: סופרים Writing כתיבה Writing קטגוריה:כתיבה Writing circles קטגוריה:חבורות ספרותיות Writing implement כלי כתיבה Writing implements קטגוריה:אמצעי כתיבה Writing system כתב Writing systems קטגוריה:כתב Writing systems of Africa קטגוריה:שיטות כתב של אפריקה Written communication קטגוריה:תקשורת כתובה Wrocław ורוצלב Wrocław קטגוריה:ורוצלב Wrocław New Synagogue בית הכנסת החדש Wrong Turn טעות בכיוון Wrong direction כיוון הפוך Wrongful abortion הפלה בעוולה Wrongful birth הולדה בעוולה Wrongful life הולדה בעוולה Wronskian ורונסקיאן Wrotham Park וורת'הם פארק Wu Cheng'en וו צ'אנג אן Wu Xing חמשת היסודות Wu Yi וו יי Wu Zetian וו דזה טיין Wu-Tang Clan וו טאנג קלאן Wubi Wubi Wuchang Uprising התקוממות ווצ'אנג Wudang Mountains הרי וודאנג Wudang t'ai chi ch'uan טאי צ'י וודאנג Wudu וודוא Wuerthele.m/sandbox הוראת המתמטיקה Wuffa of East Anglia מלך מזרח אנגליה ואפה Wuhan ווהאן Wuhan Zall F.C. players קטגוריה:כדורגלני ווהאן זאל Wulfhere of Mercia מלך מרסיה וולפיר Wulingyuan וולינגיואן Wumo וולפמורגנתאלר Wuppertal וופרטל Wurmbea ויורמבי Wushi'er Bingfang מרשמי חמישים ושתיים מחלות Wushu וו-שו Wuthering Heights אנקת גבהים Wuxi וושי Wuxia וושיה Wuyi Mountains הרי וו-יי Wwelogo.svg תמונה:Wwelogo.jpg Wyatt וייאט Wyatt Earp ויאט ארפ Wyborowa וודקה#מותגי וודקה נודעים Wybot משתמש:Wybot Wyclef Jean וייקליף ז'אן Wye משולש מסילות Wye River Memorandum הסכם ואי Wylie Dufresne וילי דופרסן Wyman ויימן Wyndham Deedes וינדהאם דידס Wynton Marsalis וינטון מרסליס Wyomia Tyus ואיומיה טיוס Wyoming ויומינג Wyoming קטגוריה:ויומינג Wyoming תבנית:ויומינג Wyoming Albany County מחוז אולבני Wyoming Big Horn County מחוז ביג הורן Wyoming Casper קספר Wyoming Cheyenne שאיין Wyoming Crook County מחוז קרוק Wyoming Gillette ג'ילט Wyoming Goshen County מחוז גושן Wyoming Hot Springs County מחוז הוט ספרינגס Wyoming Johnson County מחוז ג'ונסון Wyoming Laramie לאראמי Wyoming Sheridan County מחוז שרידן Wyoming State Capitol קפיטול מדינת ויומינג Wyoming Washakie County מחוז ואשאקי Wyoming counties קטגוריה:ויומינג: מחוזות Wysocki ויסוצקי Wysokie Mazowieckie ויסוקה מזובייצק Wysokie Mazowieckie County Sokoły סוקולי Wyszków וישקוב Wyszogród וישוגרוד Wyvern וייוורן Wánderson ואנדרסון Wächter וכטר Wäinö Aaltonen ואינו אאלטונן Wäinö Aaltonen Museum of Art מוזיאון ואינו אאלטונן לאמנות Wörthersee Stadion היפו ארנה Württemberg וירטמברג Württemberg-Baden וירטמברג-באדן Württemberg-Hohenzollern וירטמברג-הוהנצולרן Würzburg וירצבורג Würzburg מחוז וירצבורג Wąchock וונחוצק Węgrów ונגרוב Węgrów County Baczki בצ'קי Węgrów County Stoczek סטוצ'ק Władysław Anders ולדיסלב אנדרס Władysław Bartoszewski ולדיסלב ברטושבסקי Władysław Broniewski ולדיסלב ברונייבסקי Władysław Gomułka ולדיסלב גומולקה Władysław Grabski ולדיסלב גרבסקי Władysław II Jagiełło ולדיסלב השני יגיילו Władysław III of Poland ולדיסלב השלישי מווארנה Władysław Komar ולדיסלב קומר Władysław Kozakiewicz ולדיסלב קוזקייביץ' Władysław Raczkiewicz ולדיסלב רצקייביץ' Władysław Reymont ולדיסלב ריימונט Władysław Sikorski ולדיסלב שיקורסקי Władysław Szlengel ולדיסלב שלנגל Władysław Szpilman ולדיסלב שפילמן Włocławek ולוצלאווק Włodawa ולודבה Włodawa Synagogue בית הכנסת הגדול של ולודבה Włodzimierz Smolarek ולודז'ימייש סמולארק Włoszczowa ולושצ'ובה X X X Factor אקס פקטור X Japan X Japan X Window System X11 X Window System קטגוריה:מערכת החלונות X X chromosome כרומוזום X X&Y X&Y X-23 X-23 X-COM X-COM X-Cutioner's Song אקס-מן: שירת התליין X-Factor אקס פקטור X-Force אקס פורס X-Forwarded-For XFF X-Men אקס-מן X-Men אקס-מן: סדרת האנימציה X-Men קטגוריה:אקס-מן X-Men תבנית:אקס-מן X-Men Origins: Wolverine אקס-מן המקור: וולברין X-Men films קטגוריה:סרטי אקס-מן X-Men: Apocalypse אקס-מן: אפוקליפסה X-Men: Days of Future Past אקס-מן: העתיד שהיה X-Men: Eve of Destruction אקס-מן: ערב ההשמדה X-Men: Evolution אקס-מן: הדור הבא X-Men: First Class אקס-מן: ההתחלה X-Men: Messiah Complex אקס-מן: תסביך משיח X-Men: Second Coming אקס-מן: הביאה השנייה X-Men: The Last Stand אקס-מן 3: המפלט האחרון X-Seed 4000 אקס-סיד 4000 X-Tinction Agenda אקס-מן: אג'נדת ההכחדה X-inactivation השתקה של כרומוזום X X-linked agammaglobulinemia XLA X-ray קרני רנטגן X-ray שיפוד X-ray crystallography קריסטלוגרפיה בקרני רנטגן X-ray photoelectron spectroscopy XPS X-ray tube שפופרת רנטגן X-seed4000.jpg תמונה:X-seed 4000.jpg X.25 X.25 X.509 X.509 X10 X-10 X11 X-11 X2 אקס-מן 2 X2000 X2000 X86 X86 X86-64 X86-64 XBX XBX XD-Picture Card XD-Picture Card XFL XFL XHTML XHTML XKeyscore XKeyscore XL XL XL Airways Germany XL איירווייז XL Airways UK XL איירווייז XL Recordings אקס-אל רקורדינגס XLR connector מחבר XLR XLVII Panzer Corps קורפוס הפאנצר ה-47 XM25 CDTE XM25 XML XML XML קטגוריה:XML XML Schema XSD XMM-Newton טלסקופ החלל ניוטון XNOR gate XNOR לוגי XNU XNU XO XO XOR linked list רשימה מקושרת של XOR XOR swap algorithm החלפה בעזרת XOR XP XP XSL XSL XSS 10 XSS-10 XSplash XSplash XX Corps הגיס ה-20 XXXXVIII Panzer Corps קורפוס הפאנצר ה-48 XXY XXY Xabi Alonso צ'אבי אלונסו Xalapa חלפה Xamarin Xamarin Xanadu זאנאדו Xanadu Houses בית זאנאדו Xandi משתמש:Xandi Xandria קסנדריה Xanthelasma קסנתלזמה Xanthi קסנתי Xanthippe קסנתיפה Xanthippus קסאנתיפוס Xanthippus of Carthage קסאנתיפוס הספרטני Xanthium strumarium לכיד הנחלים Xanthos קסנתוס Xashaiar/Parthia האימפריה הפרתית Xavi צ'אבי Xavier Bettel קסאבייה בטל Xavier Carter קסווייר קרטר Xavier Chen קסאבייר צ'ן Xavier Dirceu שאבייר דירסאו Xavier Dolan קסבייה דולן Xavier McDaniel אקסבייר מקדניאל Xavier Mertz זאוויר מרץ Xavier Musketeers men's basketball players קטגוריה:כדורסלני אוניברסיטת זאוויר Xavier Niel קסבייה ניאל Xavier Tomas קסבייה תומא Xavier Vallat קסאבייה ולה Xaviera Hollander קסווירה הולנדר Xavin קסווין Xbox Xbox Xbox 360 Xbox 360 Xbox 360 games קטגוריה:משחקי Xbox 360 Xbox 360 technical specifications Xbox 360 Xbox One Xbox One Xbox One games קטגוריה:משחקי Xbox One Xbox games קטגוריה:משחקי אקס בוקס Xcia0069/sandbox אונס פרספונה Xcode Xcode Xen Xen Xena: Warrior Princess זינה הנסיכה הלוחמת Xenarthra דלשינאים Xenarthrans קטגוריה:דלשינאים Xenia קסניה Xeniengi/prishtina1 פרישטינה Xenix Xenix Xenoceratops קסנוצרטופס Xenocide קסנוסייד Xenocles קסנוקלס Xenocrates קסנוקרטס Xenodermatidae קסנדוררמטיים Xenolith קסנולית Xenon קסנון Xenopeltidae קסנופלטיים Xenophanes קסנופנס Xenophilia קסנופיליה Xenophilus קסנופילוס Xenophobia שנאת זרים Xenophon קסנופון Xenopus צפרדע רפואית Xenosauridae קסנוקזאוריים Xenotransplantation השתלה שלא מבן-מינו Xenoturbella קסנוטורבלה Xenotyphlops קסנוטיפלופיים Xenu זנו Xenungulata קסנונולטיים Xeon Xeon Xeongx העידן האליזבתני Xerez CD footballers קטגוריה:כדורגלני חרס Xerinae סנאיי קרקע Xeriscaping גינון יובשני Xeroderma pigmentosum קסרודרמה פיגמנטוזום Xerox זירוקס Xerxes חשיארש Xerxes I חשיארש הראשון Xerxes II of Persia חשיארש השני Xfce Xfce Xgl Xgl Xherdan Shaqiri שרדאן שאקירי Xhosa people קוסה Xi קסי Xi Jinping שי ג'ינפינג Xi'an שיאן Xi'an Incident תקרית שיאן Xia dynasty שושלת שיה Xiamen שיאמן XiamenAir שיאמן איירליינס Xiangqi שיאנג-צ'י Xiaomi שיאומי Xiaotingia שיאוטינגיה Xibalba שיבלבה Xic667 משתמש:Xic667 Xichang Satellite Launch Center מרכז שיגור הלוויינים שיצ'אנג Xidi שידי Xie Jun שיה ג'ון Xin Zhui שין ג'ווי Xin dynasty שושלת שין Xindi זינדי Xing Yi Quan שינג אי צ'ואן Xingu River שינגו Xinhai Revolution מהפכת שינהאי Xinhua News Agency שינחואה Xining שינינג Xinjiang קטגוריה:שינג'יאנג Xinjiang שינג'יאנג Xinjiang conflict הסכסוך בשינג'יאנג Xinjiangtitan שינג'יאנגטיטן Xinu Xinu Xiong/tobydemo1 ????? ?????? ???? 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Y: The Last Man Y האיש האחרון YHYH משתמש:YHYH YHYH/NavigationBox משתמש:YHYH/תבנית ניווט YIVO ייווא YKK YKK YMCA ימק"א YMCA קטגוריה:ימק"א YOKOTA Kuniteru משתמש:YOKOTA Kuniteru YOLO חיים רק פעם אחת YTausczik/Social identity theory תאוריית הזהות החברתית Ya ba יאבה Ya'acov Ben-Dov יעקב בן דב Ya'acov Dorchin יעקב דורצ'ין Ya'ad יעד Ya'ad – Civil Rights Movement יעד - התנועה לזכויות האזרח Ya'akov Ahimeir יעקב אחימאיר Ya'akov Arnon יעקב ארנון Ya'akov Asher יעקב אשר Ya'akov Ben-Yezri יעקב בן יזרי Ya'akov Cohen יעקב כהן Ya'akov Eilon יעקב אילון Ya'akov Ekhoiz יעקב אקהויז Ya'akov Frank יעקב פרנק Ya'akov Geri יעקב גרי Ya'akov Gil יעקב גיל Ya'akov Grundman יעקב גרונדמן Ya'akov Hazan יעקב חזן Ya'akov Hodorov יעקב חודורוב Ya'akov Katz יעקב כ"ץ Ya'akov Katz יעקב כץ Ya'akov Klivnov יעקב קליבנוב Ya'akov Margi יעקב מרגי Ya'akov Meridor יעקב מרידור Ya'akov Meshorer יעקב משורר Ya'akov Mizrahi יעקב מזרחי Ya'akov Moshe Toledano יעקב משה טולידאנו Ya'akov Nehoshtan יעקב נחושתן Ya'akov Nitzani יעקב ניצני Ya'akov Riftin יעקב ריפתין Ya'akov Schwartz יעקב שוורץ Ya'akov Shahar יעקב שחר Ya'akov Shamai יעקב שמאי Ya'akov Shefi יעקב שפי Ya'akov Shimshon Shapira יעקב שמשון שפירא Ya'akov Tzur יעקב צור Ya'akov Uri יעקב אורי Ya'akov Yosef יעקב יוסף Ya'akov Zerubavel יעקב זרובבל Ya'ara יערה Ya'bad יעבד Ya'qub Bilbul יעקב Ya'qub ibn Killis יעקוב אבן כיליס Ya'qubi אחמד אל-יעקובי Yaacov Agam יעקב אגם Yaacov Bar-Siman-Tov יעקב בר-סימן-טוב Yaacov Hecht יעקב הכט Yaacov Kaufman יעקב קאופמן Yaacov Oved יעקב עובד Yaacov Pat יעקב פת Yaacov Shavit יעקב שביט Yaacov Yaar יעקב יער Yaajushi/subpage ויקיפדיה Yaakov Abuhatzeira יעקב אבוחצירא Yaakov Ades יעקב עדס Yaakov Agmon יעקב אגמון Yaakov Alperon יעקב אלפרון Yaakov Amidror יעקב עמידרור Yaakov Ariel יעקב אריאל Yaakov Aryeh Alter יעקב אריה אלתר Yaakov Banai יעקב בנאי Yaakov Ben-Tor יעקב בן-תור Yaakov Bleich יעקב דב בליך Yaakov Bodo יעקב בודו Yaakov Chaim Sofer יעקב חיים סופר Yaakov Culi יעקב כולי Yaakov Dori יעקב דורי Yaakov Dovid Wilovsky יעקב דוד וילובסקי Yaakov Edri יעקב אדרי Yaakov Gesundheit יעקב גזונדהייט Yaakov Heruti יעקב חרותי Yaakov Herzog יעקב הרצוג Yaakov Israel Ifargan יעקב איפרגן Yaakov Kamenetsky יעקב קמנצקי Yaakov Kirschen יעקב קירשן Yaakov Lemmer יעקב למר Yaakov Litzman יעקב ליצמן Yaakov Lorberbaum יעקב לורברבוים Yaakov Malkin יעקב מלכין Yaakov Meir יעקב מאיר Yaakov Meir Shechter יעקב מאיר שכטר Yaakov Neeman יעקב נאמן Yaakov Nimrodi יעקב נמרודי Yaakov Peri יעקב פרי Yaakov Perlow יעקב פרלוב Yaakov Rechter יעקב רכטר Yaakov Reischer יעקב ריישר Yaakov Rosner יעקב רוזנר Yaakov Rotblit יעקב רוטבליט Yaakov Shabtai יעקב שבתאי Yaakov Shaul Elyashar יעקב שאול אלישר Yaakov Shwekey יעקב שוואקי Yaakov Turner יעקב טרנר Yaakov Tzvi Mecklenburg יעקב צבי מקלנבורג Yaakov Weiss יעקב וייס Yaakov Yisrael Kanievsky יעקב ישראל קניבסקי Yaakov Yitzchak Rabinowicz יעקב יצחק מפשיסחה Yaakov Yitzchak of Lublin יעקב יצחק הורוביץ Yaakov Yitzchok Ruderman יעקב יצחק רודרמן Yaakov Yosef Herman יעקב יוסף הרמן Yaakov ben Moshe Levi Moelin מהרי"ל Yaakov ben Yakar יעקב בן יקר Yaakov de Castro יעקב קאשטרו Yaakov~enwiki משתמש:Yaakov2 Yaaqov Medan יעקב מדן Yaari יערי Yabloko מפלגת יאבלוקו Yabluniv יאבלונוב Yacare caiman קיימן ז'קרה Yachad יחד - העם איתנו Yacht יאכטה Yachts קטגוריה:מפרשיות Yacine Brahimi יאסין ברהימי Yacouba Isaac Zida יאקובה איזאק זידה Yad יד Yad Ben Zvi יד יצחק בן-צבי Yad Binyamin יד בנימין Yad Eliezer יד אליעזר Yad Eliyahu יד אליהו Yad HaShmona יד השמונה Yad Hana יד חנה Yad Hanadiv יד הנדיב Yad Kennedy יד קנדי Yad L'Achim יד לאחים Yad La-Shiryon יד לשריון Yad Levi Eshkol יד לוי אשכול Yad Mordechai יד מרדכי Yad Natan יד נתן Yad Rambam יד רמב"ם Yad Sarah יד שרה Yad Vashem יד ושם Yad soledet bo יד סולדת בו Yadin ידין Yadin Dudai ידין דודאי Yadlin ידלין Yadlin affair פרשת ידלין Yadua the Babylonian ידוע הבבלי Yael יעל Yael Abecassis יעל אבקסיס Yael Arad יעל ארד Yael Bar Zohar יעל בר זוהר Yael Bartana יעל ברתנא Yael Cohen Paran יעל כהן-פארן Yael Dayan יעל דיין Yael Dowker יעל דווקר Yael Feldman יעל פלדמן Yael German יעל גרמן Yael Goldman יעל גולדמן Yael Grobglas יעל גרובגלס Yael Kraus יעל קראוס Yael Naim יעל נעים Yael Neeman יעל נאמן Yael Rom יעל רום Yael Tal יעל טל Yafa Nof יפה נוף Yafa Yarkoni יפה ירקוני Yafa an-Naseriyye יפיע YafaRay YafaRay Yafit יפית Yafo Darom יפו ג' Yagbe'u Seyon קיסר אתיופיה יאגבה ציון Yagel יגל Yagi-Uda antenna אנטנת יאגי Yagoda יגודה Yagur יגור Yahad יחד Yahad מפלגת יחד Yahalom יהל"ם Yahalom יהלום Yahel יהל Yahel Castillo יאל קסטיו Yahoo! Yahoo! Yahoo! GeoCities GeoCities Yahrzeit candle נר נשמה Yahu-Bihdi יהובידי Yahweh יהוה Yahya Ayyash יחיא עיאש Yahya Jammeh יחיא ג'אמה Yahya Rahim Safavi רחים ספווי Yair יאיר Yair Azulay יאיר אזולאי Yair Bacharach יאיר חיים בכרך Yair Censor יאיר צנזור Yair Dalal יאיר דלאל Yair Farm רשימת מאחזים#חוות יאיר Yair Garbuz יאיר גרבוז Yair Golan יאיר גולן Yair Hirschfeld יאיר הירשפלד Yair Hurvitz יאיר הורביץ Yair Klein יאיר קליין Yair Kless יאיר קלס Yair Lapid יאיר לפיד Yair Levy יאיר לוי Yair Naveh יאיר נוה Yair Nitzani יאיר ניצני Yair Nossovsky יאיר נוסובסקי Yair Peretz יאיר פרץ Yair Qedar יאיר קדר Yair Rosenblum יאיר רוזנבלום Yair Shamir יאיר שמיר Yair Sprinzak יאיר שפרינצק Yair Tauman יאיר טאומן Yair Tzaban יאיר צבן Yair-haklai User:יאיר-חקלאי Yairah Amit יאירה אמית Yajilin יג'ילין Yajisan-Kazusan יג'יסן קזוסן Yak יאק Yakety Sax יאקטי סאקס Yakhini יכיני Yaki Kadafi יאקי קדאפי Yakir יקיר Yakir Aharonov יקיר אהרונוב Yakir Ben Moshe יקיר בן-משה Yakir Shina יקיר שינה Yakir Yerushalayim יקיר ירושלים Yakov Borisovich Zel'dovich יעקב זלדוביץ' Yakov Dzhugashvili יאקוב ג'וגאשווילי Yakov Kreizer יעקב קרייזר Yakov Lidski יעקב לידסקי Yakov Nagen יעקב נגן Yakov Pavlov יקוב פבלוב Yakov Sinai יעקב סיני Yakov Smushkevich יעקב סמושקביץ' Yakov Springer יעקב שפרינגר Yakov Sverdlov יעקב סברדלוב Yakov Toumarkin יעקב טומרקין Yakov Vilner יעקב וילנר Yakov1122~enwiki משתמש:Yakov1122 Yakovlev יאקובלב Yakovlev Yak-1 יאק-1 Yakovlev Yak-11 יאק-11 Yakovlev Yak-3 יאק-3 Yakovlev Yak-40 יאק-40 Yakovlev Yak-7 יאק-7 Yakovlev Yak-9 יאק-9 Yakub יעקוב Yakub Kadri Karaosmanoğlu יקופ קדרי קראוסמאנאולו Yakubu Aiyegbeni איגביני יעקובו Yakum יקום Yakushima יקושימה Yakutsk יקוטסק Yakuza יאקוזה Yakuza film סרטי יאקוזה Yaky Yosha יקי יושע Yale ייל Yale University אוניברסיטת ייל Yale University קטגוריה:אוניברסיטת ייל Yale University alumni קטגוריה:בוגרי אוניברסיטת ייל Yale University faculty קטגוריה:סגל אוניברסיטת ייל Yale school אסכולת ייל Yalkut Shimoni ילקוט שמעוני Yalkut Yosef ילקוט יוסף Yalta יאלטה Yalta קטגוריה:יאלטה Yalta Conference ועידת יאלטה Yalu River נהר יאלו Yam יאם Yam ים Yam Suph ים סוף Yamagata Aritomo יאמגאטה אריטומו Yamagata Prefecture יאמאגטה Yamagata Yamagata יאמאגטה Yamaguchi Prefecture ימאגוצ'י Yamaguchi Yamaguchi ימאגוצ'י Yamaha Corporation ימאהה Yamaha Motor Company ימאהה מוטור Yamaha V-Max and VMAX ימאהה VMAX Yamal ימאל Yamalo-Nenets Autonomous Okrug ימלו-ננץ Yamam ימ"מ Yamamoto ימאמוטו Yamamoto Gonnohyōe יאממוטו גונבאה Yamanashi Prefecture יאמאנאשי Yamas ימ"ס Yamashita's gold הזהב של ימאשיטה Yamato people יאמטו Yamato-class battleship אוניות המערכה מסדרת יאמטו Yamato-e יאמטו-א Yambaram משתמש:yambaram Yambio יאמביו Yambio Airport שדה התעופה יאמביו Yambol ימבול Yambol Province ימבול Yamburg יאמבורג Yamey Ha-Tom ימי התום Yamhad ימחד Yamhad קטגוריה:ימחד Yamin Yisrael ימין ישראל Yaminator/behavioralism ביהביורליזם Yamit ימית Yamoussoukro יאמוסוקרו Yampil יאמפיל Yamuna יאמונה Yan Lianke יאן ליין-קה Yan Pascal Tortelier יאן פסקל טורטלייה Yana Klochkova יאנה קלוצ'קובה Yana Kudryavtseva יאנה קודריאבצבה Yana's Friends החברים של יאנה Yana's Friends.jpg קובץ:Hahaverimshelyana.jpg Yanai יניי Yanair יאנאייר Yanbu ינבוע Yancy Gates יינסי גייטס Yandex יאנדקס Yang Liwei יאנג ליוויי Yang di-Pertuan Agong יאנג די-פרטואן אגונג Yangban יאנגבאן Yangdong Folk Village יאנגדונג Yangochiroptera דמויי נשפון Yangon יאנגון Yangtze יאנגצה Yangzhou יאנגצו Yanina Wickmayer יאנינה ויקמאייר Yanis Varoufakis יאניס וארופאקיס Yaniv יניב Yaniv Abargil יניב אברג'יל Yaniv Azran יניב עזרן Yaniv Green יניב גרין Yaniv Katan יניב קטן Yaniv Lavi יניב לביא Yaniv Luzon יניב לוזון Yanka Dyagileva יאנקה דיאגילבה Yankee יאנקי Yankee Doodle יאנקי דודל Yankee Doodle Dandy יאנקי דודל דנדי Yankee Stadium יאנקי סטדיום Yankel Talmud יעקב תלמוד Yankev Shternberg יעקב שטרנברג Yankev-Meyer Zalkind יעקב מאיר זלקינד Yanki Margalit ינקי מרגלית Yann Arthus-Bertrand יאן ארטוס ברטראן Yann Martel יאן מרטל Yann Sommer יאן זומר Yann Tiersen יאן טירסן Yannai ינאי Yanni יאני Yannick Agnel יאניק אנייל Yannick Alléno יאניק אלנו Yannick Ferreira Carrasco יאניק קרסקו Yannick Gerhardt יאניק גרהארדט Yannick Kamanan יאניק קאמנן Yannick Noah יאניק נואה Yanovichi ינוביצ'י Yanshoof משתמש:yanshoof Yanuh-Jat יאנוח-ג'ת Yanuv ינוב Yao יאו Yao Ming יאו מינג Yao's principle הלמה של יאו Yaoi יאוי Yaoundé יאונדה Yap יאפ Yaqob קיסר אתיופיה יעקב Yaqub Sanu יעקוב צנוע Yaqub-Har יעקב-הר Yaquq יאקוק Yaqut al-Hamawi יאקות אל-חמאווי Yaqut al-Musta'simi יאקות אל-מסתעצם Yaracuy יארקוי Yarden Gerbi ירדן ג'רבי Yardena ירדנה Yardena Alotin ירדנה אלוטין Yardena Arazi ירדנה ארזי Yardenit ירדנית Yared ירד Yarelys Barrios יארליס באריוס Yaren District יארן Yargelis Savigne יארגליס סביניה Yarhiv ירחיב Yari יארי Yarikh ירח Yarim-Lim I ירים-לים הראשון Yarim-Lim II ירים-לים השני Yarim-Lim III ירים-לים השלישי Yarim-Lim of Alalakh ירים-לים מלך אללח' Yarin Hassan ירין חסן Yarisley Silva יאריסלי סילבה Yariv Levin יריב לוין Yarka ירכא Yarkon ירקון Yarkon Cemetery בית העלמין ירקון Yarkon Park פארק הירקון Yarkon River נחל הירקון Yarkona ירקונה Yarkovsky effect אפקט יארקובסקי Yarmouk ירמוך Yarmouk Camp מחנה הפליטים אל-ירמוכ Yarmouk Martyrs Brigade שוהדא אל-ירמוכ Yarmouk River ירמוך Yarmouk munitions factory explosion תקיפת מפעל התחמושת "ירמוך" בסודאן Yarmukian culture התרבות הירמוכית Yarn חוט Yaron ירון Yaron Brook ירון ברוק Yaron Ezrahi ירון אזרחי Yaron Golan ירון גולן Yaron Herman ירון הרמן Yaron Hochenboim ירון הוכנבוים Yaron Kohlberg ירון קולברג Yaron London ירון לונדון Yaron Margolin ירון מרגולין Yaron Mazuz ירון מזוז Yaron Oz ירון עוז Yaron Traub ירון טראוב Yaron Tsur ירון צור Yaron Zelekha ירון זליכה Yaropolk I of Kiev נסיך קייב יארופולק Yaropolk II of Kiev נסיך קייב יארופולק השני Yaroslav II of Vladimir נסיך ולדימיר יארוסלאב השני Yaroslav Popovych ירוסלב פופוביץ' Yaroslav of Tver נסיך ולדימיר יארוסלאב השלישי Yaroslav the Wise נסיך קייב יארוסלאב הראשון Yaroslavl ירוסלבל Yaroslavl Oblast ירוסלבל Yaroslavl Oblast קטגוריה:מחוז ירוסלבל Yarra River ירה Yas'ur יסעור Yasam יס"מ Yashlatz ישיבת ירושלים לצעירים Yashresh ישרש Yasmah-Adad ישמח-אדד Yasmin Levy יסמין לוי Yasmina Khadra יסמינה חדרה Yasmina Reza יסמינה רזה Yasnaya Polyana יסנאיה פוליאנה Yassa יאסה Yasser Abed Rabbo יאסר עבד רבו Yasser Arafat יאסר ערפאת Yasser Arafat International Airport נמל התעופה הבינלאומי יאסר ערפאת Yasuf יאסוף Yasuhiro Nakasone יסוהירו נקסונה Yasuhito Endō יסוהיטו אנדו Yasuji Kiyose יאסוג'י קיוסה Yasuji Miyazaki יאסוג'י מיאזאקי Yasujirō Ozu יסוג'ירו אוזו Yasukuni Shrine מקדש יסוקוני Yasunari Kawabata יאסונרי קאוובטה Yasuo Fukuda יאסואו פוקודה Yasuo Yamada יאסואו יאמאדה Yasutomi Nishizuka יאסוטומי נישיזוקה Yasuyuki Konno יאסויוקי קונו Yasuzo Masumura יאסוזו מאסומורה Yated Ne'eman יתד נאמן Yates United States פסק דין ייטס נגד ארצות הברית Yatir Forest יער יתיר Yatir winery יקב יתיר Yatzitz יציץ Yau Tsim Mong District יאו צים מונג Yavne יבנה Yavne East Railway Station תחנת הרכבת יבנה מזרח Yavne West Railway Station תחנת הרכבת יבנה מערב Yavne'el יבנאל Yavne-Yam יבנה-ים Yavoriv יבוריב Yawn פיהוק Yaya DaCosta יאיא דה קוסטה Yaya Touré יאיא טורה Yayoi Kusama יאיוי קוסמה Yayoi period קטגוריה:תקופת יאיואי Yayoi period תקופת יאיואי Yazatas קטגוריה:אלים זורואסטריים Yazd יזד Yazd Province יזד Yazdegerd יזדגרד Yazdegerd I יזדגרד הראשון Yazdegerd II יזדגרד השני Yazdegerd III יזדגרד השלישי Yazid I יזיד הראשון Yazid ibn al-Muhallab יזיד בן אל-מוהלב Yazid of Morocco מולאי יזיד Yazidi קטגוריה:יזידים Yazidi Black Book הספר השחור Yazidi Book of Revelation ספר ההתגלות היזידי Yazidis יזידים Yazlovets יאזלובייץ Yazoo יאזו Yazur יאזור Yaşar Kemal ישר כמאל Ybk33 משתמש:ירון Ye Olde Cheshire Cheese יי אולד צ'שייר צ'יז Ye Shiwen יה שיוון Ye co user:ye co Ye olde Ye olde Ye'af יעף Ye'elimite יעלימיט Yeah Yeah Yeahs Yeah Yeah Yeahs Year שנה Year 2000 problem באג 2000 Year 2038 problem באג 2038 Year Without a Summer שנה ללא קיץ Year Zero שנת אפס Year Zero Germany גרמניה שנת אפס Year in other calendars תבנית:לוחות שנה שונים Year of the Dragon שנת הדרקון Year of the Four Emperors שנת ארבעת הקיסרים Year of the Gentleman Year of the Gentleman Year of the Three Emperors שנת שלושת הקיסרים Yeardley Smith ירדלי סמית' Years קטגוריה:שנים Years by country קטגוריה:מדינה לפי שנים Years in Egypt קטגוריה:שנים במצרים Years in France קטגוריה:שנים בצרפת Years in Germany קטגוריה:שנים בגרמניה Years in Israel קטגוריה:שנים בישראל Years in Norway קטגוריה:שנים בנורווגיה Years in Russia קטגוריה:שנים ברוסיה Years in Syria קטגוריה:שנים בסוריה Years in film קטגוריה:שנים בקולנוע Years in film תבנית:שנים בקולנוע Years in music קטגוריה:שנים במוזיקה Years in science קטגוריה:שנים במדע Years in television קטגוריה:שנים בטלוויזיה Years in the Soviet Union קטגוריה:שנים בברית המועצות Years in the Soviet Union תבנית:שנים בברית המועצות Years in the United Kingdom קטגוריה:שנים בממלכה המאוחדת Years in the United States קטגוריה:שנים בארצות הברית Yeast שמרים Yeates ייטס Yeats ייטס Yechezkel Kutscher יחזקאל קוטשר Yechezkel Landau יחזקאל לנדא Yechezkel Levenstein יחזקאל לוינשטיין Yechezkel Roth יחזקאל ראטה Yechezkel Sarna יחזקאל סרנא Yechezkel Shraga Halberstam יחזקאל שרגא הלברשטאם Yechiam Weitz יחיעם ויץ Yechiel יחיאל Yechiel Eckstein יחיאל אקשטיין Yechiel Fishel Eisenbach יחיאל פישל אייזנבך Yechiel Granatstein משתמש:Danthecan/יחיאל גראנאטשטיין Yechiel Hameiri יחיאל המאירי Yechiel Leiter יחיאל לייטר Yechiel Michel Epstein יחיאל מיכל הלוי אפשטיין Yechiel Michel Feinstein יחיאל מיכל פיינשטיין Yechiel Shemi יחיאל שמי Yechiel Yaakov Weinberg יחיאל יעקב וינברג Yechiel of Paris יחיאל מפריז Yedid Nefesh ידיד נפש Yedida ידידה Yedidia Be'eri ידידיה בארי Yedidia Shofet ידידיה שופט Yedidya Vital ידידיה ויטל Yedidya Ya'ari ידידיה יערי Yedioth Ahronoth ידיעות אחרונות Yedioth Ahronoth קטגוריה:ידיעות אחרונות Yedioth Tel Aviv ידיעות תקשורת Yeedle Werdyger יידל ורדיגר Yeezus Yeezus Yefeh Nof יפה נוף Yefet Street רחוב יפת Yefet ben Ali יפת בן עלי הלוי Yefim Bronfman יפים ברונפמן Yeghia Yavruyan איליה יברויאן Yegor Gaidar יגור גאידר Yegor Ligachyov יגור ליגצ'וב Yeha יחא Yehezkel Abramsky יחזקאל אברמסקי Yehezkel Braun יחזקאל בראון Yehezkel Chazom יחזקאל חזום Yehezkel Dror יחזקאל דרור Yehezkel Flomin יחזקאל פלומין Yehezkel Hen יחזקאל הן Yehezkel Kaufmann יחזקאל קויפמן Yehezkel Lazarov יחזקאל לזרוב Yehezkel Streichman יחזקאל שטרייכמן Yehezkel Zakai יחזקאל זכאי Yehi kevod פסוקי דזמרא#יהי כבוד Yehiam יחיעם Yehiam convoy שיירת יחיעם Yehiel Bar חיליק בר Yehiel De-Nur יחיאל די-נור Yehiel Dresner יחיאל דרזנר Yehiel Duvdevani יחיאל דובדבני Yehiel Hazan יחיאל חזן Yehiel Lasri יחיאל לסרי Yehiel Leket יחיאל לקט Yehiel Tzagai יחיאל צגאי Yehoash יהואש Yehonatan Berick יהונתן בריק Yehonatan Geffen יהונתן גפן Yehonatan Indursky יהונתן אינדורסקי Yehonatan Yifrah יהונתן יפרח Yehonathan Gatro יהונתן גטרו Yehoram Gaon יהורם גאון Yehoshafat Harkabi יהושפט הרכבי Yehoshua Bar-Hillel יהושע בר-הלל Yehoshua Bar-Yosef יהושע בר-יוסף Yehoshua Ben-Zion יהושע בן ציון Yehoshua Bertonov יהושע ברטונוב Yehoshua Cohen יהושע כהן Yehoshua Feigenbaum שייע פייגנבוים Yehoshua Glazer שייע גלזר Yehoshua Hanagid יהושע הנגיד Yehoshua Hankin יהושע חנקין Yehoshua Kenaz יהושע קנז Yehoshua Leib Diskin משה יהושע יהודה לייב דיסקין Yehoshua Mondshine יהושע מונדשיין Yehoshua Neuwirth יהושע ישעיה נויבירט Yehoshua Pollack יהושע פולק Yehoshua Porath יהושע פורת Yehoshua Rabinovitz יהושע רבינוביץ Yehoshua Rokeach יהושע רוקח Yehoshua Rokeach of Machnovka יהושע רוקח Yehoshua Rozin יהושע רוזין Yehoshua Saguy יהושע שגיא Yehoshua Sofer יהושע סופר Yehoshua Stampfer יהושע שטמפפר Yehoshua Weitzman יהושע ויצמן Yehoshua Zettler יהושע זטלר Yehouda Shenhav יהודה שנהב Yehowists יהוויסטים Yehoyada Haim יהוידע חיים Yehud יהוד Yehud Medinata יהוד מדינתא Yehud coinage יהוד מדינתא Yehud-Monosson יהוד-מונוסון Yehuda יהודה לוי Yehuda Alharizi יהודה אלחריזי Yehuda Amichai יהודה עמיחי Yehuda Amital יהודה עמיטל Yehuda Arazi יהודה ארזי Yehuda Ashlag יהודה לייב הלוי אשלג Yehuda Avner יהודה אבנר Yehuda Bacon יהודה בקון Yehuda Barkan יהודה ברקן Yehuda Bauer יהודה באואר Yehuda Ben-Meir יהודה בן-מאיר Yehuda Bibas יהודה ביבאס Yehuda Burla יהודה בורלא Yehuda Cohen יהודה כהן Yehuda Dranitzki יהודה דרניצקי Yehuda Elkana יהודה אלקנה Yehuda Etzion יהודה עציון Yehuda Fatiyah יהודה פתיה Yehuda Getz מאיר יהודה גץ Yehuda Gilad יהודה גלעד Yehuda Glantz יהודה גלאנץ Yehuda Glick יהודה גליק Yehuda HaKohen ben Meir יהודה הכהן ליאונטין Yehuda Harel יהודה הראל Yehuda Hashai יהודה חשאי Yehuda Heller Kahana יהודה כהנא הלר Yehuda Henkin יהודה הרצל הנקין Yehuda Hiss יהודה היס Yehuda Katzenelson יהודה לייב קצנלסון Yehuda Kiel יהודה קיל Yehuda Krinsky יהודה קרינסקי Yehuda Kroizer יהודה קרויזר Yehuda Lancry יהודה לנקרי Yehuda Lapidot יהודה לפידות Yehuda Leib Krinsky יהודה ליב קרינסקי Yehuda Leib Maimon יהודה לייב פישמן מימון Yehuda Leib Schneersohn יהודא לייב שניאורסון Yehuda Leib Tsirelson יהודה לייב צירלסון Yehuda Levi יהודה לוי Yehuda Magidovitch יהודה מגידוביץ' Yehuda Matzos מצות יהודה Yehuda Meir Abramowicz יהודה מאיר אברמוביץ Yehuda Pen יהודה פן Yehuda Perah יהודה פרח Yehuda Poliker יהודה פוליקר Yehuda Saado יהודה סעדו Yehuda Sha'ari יהודה שערי Yehuda Talit יהודה טלית Yehuda Tzadka יהודה צדקה Yehuda Vizan יהודה ויזן Yehuda Weinstein יהודה וינשטיין Yehuda Weisenstein יהודה וינשטיין Yehuda Zvi Blum יהודה בלום Yehudah Aryeh Leib Alter יהודה אריה ליב אלתר Yehudah Werner יהודה ליאופולד ורנר Yehudai Gaon יהודאי גאון Yehude Simon יהודה סימון Yehudi Menuhin יהודי מנוחין Yehudit Kafri יהודית כפרי Yehudit Naot יהודית נאות Yehudit Ravitz יהודית רביץ Yehudit Sasportas יהודית סספורטס Yehudit Simhonit יהודית שמחונית Yehudit Tamir יהודית תמיר Yehudith Birk יהודית בירק Yekaterina Budanova יקטרינה בודנובה Yekaterina Furtseva יקטרינה פורצבה Yekaterina Gamova יקתרינה גאמובה Yekaterina Zelenko יקטרינה זלנקו Yekaterinburg יקטרינבורג Yekaterinburg קטגוריה:יקטרינבורג Yekaterinburg Metro הרכבת התחתית של יקטרינבורג Yekaterinoslav Governorate פלך יקטרינוסלב Yekatit 12 Square אנדרטת 12 ביכתית Yekke יקה Yekum Purkan יקום פורקן Yekuno Amlak קיסר אתיופיה יקונו אמלק Yekusiel Yehuda Teitelbaum יקותיאל יהודה טייטלבוים Yekusiel Yehudah Halberstam יקותיאל יהודה הלברשטאם Yekutiel Adam יקותיאל אדם Yekutiel Gershoni יקותיאל גרשוני Yekutiel Gordon יקותיאל גורדון Yel תבנית:כרטיס צהוב Yelena Dembo ילנה דמבו Yelena Isinbayeva ילנה איסינבייבה Yelena Shushunova ילנה שושונובה Yelena Slesarenko ילנה סלסרנקו Yelena Välbe ילנה ויאלבה Yelets יילץ Yellapragada Subbarow ילפרגדה סובארו Yellen ילן Yellow Yellow Yellow צהוב Yellow Bird ציפור צהובה Yellow Claw טופר צהוב Yellow Emperor הקיסר הצהוב Yellow Fleet הצי הצהוב Yellow Peppers פלפלים צהובים Yellow River הנהר הצהוב Yellow River נהר צהוב Yellow Sea הים הצהוב Yellow Submarine Yellow Submarine Yellow Submarine צוללת צהובה Yellow Submarine Songtrack Yellow Submarine Songtrack Yellow Turban Rebellion מרד הטורבן הצהוב Yellow anaconda אנקונדה צהובה Yellow baboon בבון צהוב Yellow badge הטלאי הצהוב Yellow dog Democrat כלב דמוקרטי צהוב Yellow fever קדחת צהובה Yellow journalism עיתונות צהובה Yellow mongoose נמייה צהובה Yellow monitor כוח זהוב Yellow pages Zap דפי זהב Yellow ribbon סרט מודעות צהוב Yellow tea תה צהוב Yellow up משתמש:צהוב עולה Yellow-backed duiker צביון צהוב גב Yellow-banded poison dart frog דנדרובטס צהוב-פסים Yellow-bellied marmot מרמיטה זהובת בטן Yellow-bellied weasel סמור צהוב-בטן Yellow-billed kite דיה צהובת מקור Yellow-billed oxpecker זרזיר בקר צהוב-מקור Yellow-billed pintail חד-זנב צהוב-מקור Yellow-billed shrike חנקן צהוב מקור Yellow-billed spoonbill כפן צהוב מקור Yellow-billed stork חסידן אפריקני Yellow-billed turaco טוראקו צהוב-מקור Yellow-cheeked gibbon גיבון צהוב לחיים Yellow-crowned night heron אנפת לילה אמריקאית Yellow-eared toucanet טוקן צהוב-אוזן Yellow-edged lyretail וריולה סיסית Yellow-eyed penguin פינגווין צהוב-עין Yellow-faced parrot אמזונה צהובת-פנים Yellow-green algae צהוביות Yellow-knobbed curassow הוקו צהוב מקור Yellow-spotted rock hyrax שפן הסבך Yellow-throated marten דלק צהוב גרון Yellow-winged bat עטלף צהוב-כנף Yellowcake עוגה צהובה Yellowcard ילוקארד Yellowknife ילונייף Yellowstone קטגוריה:ילוסטון Yellowstone Lake אגם ילוסטון Yellowstone National Park הפארק הלאומי ילוסטון Yellowstone River ילוסטון Yeltsin Tejeda ילצין טחדה Yemelyan Pugachev ימליאן פוגצ'וב Yemen קטגוריה:תימן Yemen תימן Yemen Arab Republic צפון תימן Yemen at the Olympics תימן במשחקים האולימפיים Yemen at the Paralympics תימן במשחקים הפאראלימפיים Yemen national football team נבחרת תימן בכדורגל Yemen templates קטגוריה:תבניות ניווט - תימן Yemeni Arabic ערבית תימנית Yemeni Civil War מלחמת האזרחים התימנית Yemeni Revolution ההפיכה בתימן Yemeni cuisine המטבח התימני Yemeni cuisine קטגוריה:המטבח התימני Yemeni culture קטגוריה:תימן: תרבות Yemeni elections תבנית:בחירות בתימן Yemeni people קטגוריה:תימנים Yemeni politicians קטגוריה:פוליטיקאים תימנים Yemeni religious leaders קטגוריה:אנשי דת תימנים Yemeni rial ריאל תימני Yemeni unification איחוד תימן Yemenia ימנייה Yemenite Association התאחדות התימנים בישראל Yemenite Children Affair פרשת ילדי תימן Yemenite Hebrew הגייה תימנית Yemenite Jews יהדות תימן Yemenite Jews קטגוריה:יהודים תימנים Yemenite Songs שירי תימן Yemenite rabbis קטגוריה:רבנים תימנים YemeniteCamel user:הגמל התימני Yemenites תימנים Yemima Avidar-Tchernovitz ימימה אבידר-טשרנוביץ Yemin Moshe ימין משה Yemoja ימאנז'ה Yemrehana Krestos קיסר אתיופיה ימהרנה קריסטוס Yenakiieve ינקייבו Yenisei River יניסיי Yenish people ינישים Yentl ינטל Yeomen Warders יאומן וורדרס Yepes's mulita ארמדיל יפס Yer Blues Yer Blues Yerahmiel Assa ירחמיאל אסא Yerevan ירוואן Yerevan קטגוריה:ירוואן Yerida ירידה מארץ ישראל Yeridat ha-dorot ירידת הדורות Yerma ירמה Yermak Timofeyevich ירמק Yero Bello ירו בלו Yersinia pestis Yersinia pestis Yerucham Gorelick ירוחם גורליק Yeruchom Levovitz ירוחם ליבוביץ Yeruham ירוחם Yeruham Meshel ירוחם משל Yeruham Zeisel ירוחם צייזל Yerushalmi ירושלמי Yes Yes Yes Yes הטלוויזיה בלוויין Yes יס Yes קטגוריה:Yes הטלוויזיה בלוויין Yes קטגוריה:אלבומי יס Yes קטגוריה:יס Yes תבנית:כן Yes Man יס מן Yes Minister אדוני השר כן Yes Oh ערוץ yes Oh Yes Scotland כן סקוטלנד Yes TV Shows Channels ערוצי הסדרות של yes Yesh Atid יש עתיד Yesh Atid politicians קטגוריה:פעילי יש עתיד Yesh Din יש דין: ארגון מתנדבים לזכויות אדם Yesh Gvul יש גבול Yesha יהודה ושומרון וחבל עזה Yesha Council מועצת יש"ע Yeshaq I קיסר אתיופיה יסחק הראשון Yeshaq Iyasu יסחק ייאסו Yeshayah Steiner ישעיה שטיינר Yeshayahu Foerder ישעיהו פורדר Yeshayahu Leibowitz ישעיהו ליבוביץ Yeshayahu Press ישעיהו פרס Yeshiva ישיבה Yeshiva Rabbi Chaim Berlin ישיבת רבי חיים ברלין Yeshiva Torah Vodaas ישיבת תורה ודעת Yeshiva University ישיבה יוניברסיטי Yeshiva University קטגוריה:ישיבה יוניברסיטי Yeshiva University alumni קטגוריה:בוגרי ישיבה יוניברסיטי Yeshiva University faculty קטגוריה:סגל ישיבה יוניברסיטי Yeshiva University rosh yeshivas קטגוריה:ראשי ישיבה בישיבה יוניברסיטי Yeshiva site תבנית:אתר ישיבה Yeshiva.co ישיבה Yeshivah of Flatbush ישיבה דפלטבוש Yeshivas קטגוריה:ישיבות Yeshivas Itri ישיבת איתרי Yeshivas Knesses Yisrael ישיבת כנסת ישראל Yeshivas Ner Yisroel ישיבת נר ישראל Yeshivat Aderet Eliyahu ישיבת אדרת אליהו Yeshivat Beit Yisrael massacre הפיגוע בשכונת בית ישראל Yeshivat Birkat Moshe ישיבת ברכת משה Yeshivat HaHesder Yerucham ישיבת ההסדר ירוחם Yeshivat HaKotel ישיבת הכותל Yeshivat Har Bracha ישיבת הר ברכה Yeshivat Har Etzion ישיבת הר עציון Yeshivat Har Etzion קטגוריה:ישיבת הר עציון Yeshivat Hesder Petah Tikva ישיבת אמי"ת אורות שאול Yeshivat Kerem B'Yavneh ישיבת כרם ביבנה Yeshivat Ma'ale Gilboa ישיבת מעלה גלבוע Yeshivat Ma'alot ישיבת מעלות Yeshivat Makor Chaim ישיבת מקור חיים Yeshivat Or Etzion ישיבת אור עציון Yeshivat Or Vishua ישיבת אור וישועה Yeshivat Otniel ישיבת עתניאל Yeshivat Otniel shooting הפיגוע בישיבת עתניאל Yeshivat Sha'alvim ישיבת ההסדר שעלבים Yeshivat Torat HaChaim ישיבת תורת החיים Yeshivish עגה חרדית Yeshivot hesder קטגוריה:ישיבות הסדר Yeshu ישו Yeshua ישוע Yeshua Tova Synagogue בית הכנסת ישועה טובה Yeshurun Hall אולם ישורון Yesno יחידה:Yesno Yesodot יסודות Yesterday Yesterday Yesterday's Enterprise Yesterday's Enterprise Yesud HaMa'ala יסוד המעלה Yetbarak קיסר אתיופיה יטברק Yeti יטי Yetzer hara יצר הרע Yevamot מסכת יבמות Yevanic language יווניטיקה Yevgeniy Yevstigneyev יבגני יבסטיגנייב Yevgeniya Kanayeva יבגניה קנייבה Yevgeny Aryeh יבגני אריה Yevgeny Grishin יבגני גרישין Yevgeny Kafelnikov יבגני קפלניקוב Yevgeny Khaldei יבגני חאלדיי Yevgeny Leonov יבגני לאונוב Yevgeny Lukyanenko יבגני לוקיאננקו Yevgeny Mravinsky יבגני מראווינסקי Yevgeny Primakov יבגני פרימקוב Yevgeny Primakov's Cabinet ממשלת פרימקוב Yevgeny Rodionov יבגני רודיאונוב Yevgeny Roizman יבגני רויזמן Yevgeny Sadovyi יבגני סאדוביי Yevgeny Shevchuk יבגני שבצ'וק Yevgeny Svetlanov יבגני סבטלנוב Yevgeny Tarle יבגני טארלה Yevgeny Vakhtangov יבגני וכטנגוב Yevgeny Vuchetich יבגני ווצ'טיץ' Yevgeny Yevtushenko יבגני יבטושנקו Yevgeny Zamyatin יבגני זמיאטין Yevhen Konoplyanka יבהן קונופליאנקה Yevhen Shakhov יבגני שאחוב Yevlakh ייבלאח Yevno Azef יונה אזף Yevpatoria יבפטוריה Yevsektsiya יבסקציה Yevul יבול Yezreel Valley College המכללה האקדמית עמק יזרעאל Yeşilırmak River ישילאירמאק Yfke Sturm ייפקה סטורם Yggdrasil יגדראסיל Yhr user:Yhr Yi יי Yi Jianlian אי ג'יאנליאן Yi So-yeon אי סו-יון Yiannis Papadopoulos יאניס פאפאדופולוס Yibna יבנא Yichud איסור ייחוד Yidcore יידקור Yiddish יידיש Yiddish Book Center המרכז לספרי יידיש Yiddish Wikipedia ויקיפדיה היידית Yiddish culture קטגוריה:תרבות יידיש Yiddish dialects יידיש#ניבים Yiddish film actors קטגוריה:שחקני קולנוע יידיש Yiddish folklore קטגוריה:פולקלור יידיש Yiddish language קטגוריה:יידיש Yiddish literature ספרות יידיש Yiddish literature קטגוריה:ספרות יידיש Yiddish newspapers קטגוריה:עיתונים ביידיש Yiddish periodicals קטגוריה:כתבי עת ביידיש Yiddish singers קטגוריה:זמרים השרים ביידיש Yiddish songs קטגוריה:שירים ביידיש Yiddish theatre קטגוריה:תיאטרון יידיש Yiddish theatre תיאטרון יידיש Yiddish theatre performers קטגוריה:שחקני תיאטרון יידיש Yiddish words and phrases קטגוריה:מילים וביטויים ביידיש Yiddish-language films קטגוריה:סרטים ביידיש Yiddish-language journalists קטגוריה:עיתונאי יידיש Yiddish-language playwrights קטגוריה:מחזאי יידיש Yiddish-language poets קטגוריה:משוררי יידיש Yiddish-language writers קטגוריה:סופרי יידיש Yiddishist movement יידישיזם Yiddishkeit יידישקייט Yiddle with His Fiddle אידל מיטן פידל Yidele Horowitz יהודה הורוויץ מדז'יקוב Yidisheryid משתמש:יידל Yidya יידיה Yield היפותזות חוזק Yield curve עקום התשואה Yield sign זכות קדימה Yield to maturity תשואה לפדיון Yifat יפעת Yifat Kariv יפעת קריב Yifat Shasha-Biton יפעת שאשא-ביטון Yiftach Brigade חטיבת יפתח Yiftah יפתח Yiftah Ron-Tal יפתח רון-טל Yiftahel יפתחאל Yigael Yadin יגאל ידין Yigal Allon יגאל אלון Yigal Amir יגאל עמיר Yigal Antebi יגאל אנטבי Yigal Arnon יגאל ארנון Yigal Bibi יגאל ביבי Yigal Carmon יגאל כרמון Yigal Cohen יגאל כהן Yigal Cohen-Orgad יגאל כהן-אורגד Yigal Guetta יגאל גואטה Yigal Hurvitz יגאל הורביץ Yigal Mossinson יגאל מוסינזון Yigal Naor יגאל נאור Yigal Ravid יגאל רביד Yigal Tumarkin יגאל תומרקין Yigal Yasinov יגאל יאסינוב Yigal Zalmona יגאל צלמונה Yigdal יגדל אלוהים חי Yihye Haybi יחיא חייבי Yilgarn Craton קראטון ילגרן Yimam of Yejju צ'יף יג'ו אימם Yin Lihua הקיסרית יין ליחווה Yin Yang Yo! ין יאנג יו Yin and yang יין-יאנג Yinghuo-1 יינגהו-1 Yinglish יינגליש Yingluck Shinawatra יינגלאק צ'ינוואט Yinlong יינלונג Yinon ינון Yinon Magal ינון מגל Yinotheria קדם-יונקים Yinpterochiroptera דמויי עטלפי פרי Yinxu יין שו Yip Harburg יפ הרבורג Yip Man ייפ מאן Yir'on יראון Yiram of Magdiel יראם המגדיאלי Yirmiyahu Yovel ירמיהו יובל Yiruma יירומה Yisgav ישגב Yish'i ישעי Yisha'ayahu Schwager ישעיהו שווגר Yishai Beer ישי בר Yishai Fleisher ישי פליישר Yishai Levi ישי לוי Yishai Oliel ישי עוליאל Yishai Sarid ישי שריד Yishai Schlissel ישי שליסל Yishuv היישוב Yishuv קטגוריה:היישוב Yishuv during World War I קטגוריה:היישוב היהודי בארץ ישראל בימי מלחמת העולם הראשונה Yishuv during World War II קטגוריה:היישוב היהודי בארץ ישראל בימי מלחמת העולם השנייה Yishuv journalists קטגוריה:עיתונאים עבריים ביישוב Yishuv newspapers קטגוריה:עיתונות עברית ביישוב Yisrael Aharoni ישראל אהרוני Yisrael Alter ישראל אלתר Yisrael Amir ישראל עמיר Yisrael Ariel ישראל אריאל Yisrael BaAliyah ישראל בעליה Yisrael Bar-Yehuda ישראל בר-יהודה Yisrael Barzilai ישראל ברזילי Yisrael Beiteinu ישראל ביתנו Yisrael Eichler ישראל אייכלר Yisrael Friedman ישראל פרידמן בן-שלום Yisrael Galil ישראל גליל Yisrael Galili ישראל גלילי Yisrael Guri ישראל גורי Yisrael HaMithadeshet עלי"ה Yisrael Hasson ישראל חסון Yisrael Hazaka ישראל חזקה Yisrael Kargman ישראל קרגמן Yisrael Katz ישראל כ"ץ Yisrael Katz ישראל כץ Yisrael Kessar ישראל קיסר Yisrael Kristal ישראל קרישטל Yisrael Meir Lau ישראל מאיר לאו Yisrael Peled ישראל פלד Yisrael Poliakov ישראל פוליאקוב Yisrael Rosen ישראל רוזן Yisrael Yeshayahu ישראל ישעיהו-שרעבי Yisrael Zaguri ישראל זגורי Yisrael Zinger ישראל זינגר Yisroel Avrohom Portugal חסידות סקולען#רבי ישראל אברהם Yisroel Belsky ישראל בלסקי Yisroel Ber Odesser ישראל דב אודסר Yisroel Eliyahu Weintraub ישראל אליהו וינטרוב Yisroel Hopsztajn ישראל הופשטיין מקוז'ניץ Yisroel Salanter ישראל מסלנט Yisroel Yaakov Fisher ישראל יעקב פישר Yisroel ben Shmuel of Shklov ישראל משקלוב Yissachar Dov Rokeach ישכר דב רוקח Yissachar Shlomo Teichtal ישכר שלמה טייכטל Yitav ייט"ב Yitro פרשת יתרו Yityish Titi Aynaw טיטי איינאו Yitzchak Amit יצחק עמית Yitzchak Blazer יצחק בלאזר Yitzchak Dovber Schneersohn יצחק דובער שניאורסון Yitzchak Dovid Grossman יצחק דוד גרוסמן Yitzchak Elchanan Spektor יצחק אלחנן ספקטור Yitzchak Ginsburgh יצחק גינזבורג Yitzchak Isaac of Zidichov יצחק אייזיק אייכנשטיין Yitzchak Meir Alter יצחק מאיר אלתר Yitzchak Meir Helfgot יצחק מאיר הלפגוט Yitzchak Yaacov Reines יצחק יעקב ריינס Yitzchok Friedman יצחק פרידמן Yitzchok Hutner יצחק הוטנר Yitzchok Isaac Krasilschikov יצחק אייזיק קראסילשציקאוו Yitzchok Scheiner יצחק שיינר Yitzchok Tuvia Weiss יצחק טוביה וייס Yitzchok Yaakov Weiss יצחק יעקב וייס Yitzchok Zev Soloveitchik יצחק זאב הלוי סולובייצ'יק Yitzchok Zilber יצחק זילבר Yitzchok Zilberstein יצחק זילברשטיין Yitzhak Aharon Korff יצחק אהרן קארף Yitzhak Aharonovich יצחק אהרונוביץ' Yitzhak Apeloig יצחק אפלויג Yitzhak Arad יצחק ארד Yitzhak Arieli יצחק אריאלי Yitzhak Artzi יצחק ארצי Yitzhak Baer יצחק בער Yitzhak Ben Ner יצחק בן-נר Yitzhak Ben Yisrael יצחק בן ישראל Yitzhak Ben-Aharon יצחק בן-אהרן Yitzhak Ben-Zvi יצחק בן-צבי Yitzhak Berman יצחק ברמן Yitzhak Cohen יצחק כהן Yitzhak Coren יצחק קורן Yitzhak Danziger יצחק דנציגר Yitzhak Frenkel יצחק פרנקל Yitzhak Gagula יצחק גאגולה Yitzhak Galanti יצחק גלנטי Yitzhak Gershon יצחק גרשון Yitzhak Golan יצחק גולן Yitzhak Gruenbaum יצחק גרינבוים Yitzhak HaLevi Herzog יצחק אייזיק הלוי הרצוג Yitzhak Harel יצחק הראל Yitzhak Hen יצחק חן Yitzhak Hofi יצחק חופי Yitzhak Isaac Halevy Rabinowitz יצחק אייזיק הלוי Yitzhak Isaac Levy יצחק לוי Yitzhak Kaduri יצחק כדורי Yitzhak Kahan יצחק כהן Yitzhak Kanev יצחק קנב Yitzhak Kariv יצחק קריב Yitzhak Katz יצחק כץ Yitzhak Klinghoffer יצחק-הנס קלינגהופר Yitzhak Kovo יצחק קוב'ו Yitzhak Lamdan יצחק למדן Yitzhak Laor יצחק לאור Yitzhak Levy יצחק לוי Yitzhak Livni יצחק לבני Yitzhak Moda'i יצחק מודעי Yitzhak Molcho יצחק מולכו Yitzhak Mordechai יצחק מרדכי Yitzhak Navon יצחק נבון Yitzhak Nebenzahl יצחק ארנסט נבנצל Yitzhak Nissim יצחק נסים Yitzhak Olshan יצחק אולשן Yitzhak Orpaz יצחק אוורבוך-אורפז Yitzhak Peretz יצחק חיים פרץ Yitzhak Peretz יצחק פרץ Yitzhak Pundak יצחק פונדק Yitzhak Rabin יצחק רבין Yitzhak Rabin קטגוריה:יצחק רבין Yitzhak Rabin Center מרכז יצחק רבין לחקר ישראל Yitzhak Rabin assassination conspiracy theories תאוריות הקשר על רצח רבין Yitzhak Rafael יצחק רפאל Yitzhak Rager יצחק רגר Yitzhak Raveh יצחק רווה Yitzhak Saban יצחק סבן Yitzhak Sadeh יצחק שדה Yitzhak Salkinsohn יצחק סלקינסון Yitzhak Seiger יצחק זיגר Yitzhak Shamir יצחק שמיר Yitzhak Shapira יצחק שפירא Yitzhak Tabenkin יצחק טבנקין Yitzhak Tshuva יצחק תשובה Yitzhak Vaknin יצחק וקנין Yitzhak Wittenberg יצחק ויטנברג Yitzhak Yaakov Yellin יצחק יעקב ילין Yitzhak Yamin יצחק ימין Yitzhak Yedid יצחק ידיד Yitzhak Yitzhaky יצחק יצחקי Yitzhak Yosef יצחק יוסף Yitzhak Zamir יצחק זמיר Yitzhak Ziv יצחק זיו Yitzhak Zuckerman יצחק צוקרמן Yitzhak-Meir Levin יצחק מאיר לוין Yitzhaq Shami יצחק שמי Yitzhar יצהר Yiud סיעת יעוד Yiush ייאוש Yiwen Leiju אוסף הספרות Yiwu יי-וו Yixian Formation תצורת יישיין Yizhar Cohen יזהר כהן Yizhar Harari יזהר הררי Yizhar Hess יזהר הס Yizhar Hirschfeld יזהר הירשפלד Yizre'el יזרעאל Yiḥyah Qafiḥ יחיא קאפח Yiḥyah Salaḥ מהרי"ץ Yjnoh/sandbox קיי-פופ Ylber.vllahiu/prishtina6 פרישטינה Ylee/All the President's Men כל אנשי הנשיא Yma Sumac אימה סומאק Yms User:Yms Ynet Ynet Yngwie Malmsteen אינגווי מלמסטין Ynhockey User:Ynhockey Yo Gabba Gabba! יו גאבה גאבה! Yo La Tengo יו לה טנגו Yo! Bum Rush the Show Yo! Bum Rush the Show Yo-Mobile יו מובייל Yo-Yo Ma יו-יו מה Yo-yo יו-יו Yo-yo יויו Yo-yo effect אפקט היו-יו Yoad Nevo יועד נבו Yoan Gouffran יואן גופראן Yoann Gourcuff יואן גורקוף Yoann Lemoine יואן למויין Yoash Tzidon יואש צידון Yoav Avni יואב אבני Yoav Ben-Tzur יואב בן צור Yoav Benjamini יואב בנימיני Yoav Bruck יואב ברוק Yoav Dothan יואב דותן Yoav Freund יואב פרוינד Yoav Galant יואב גלנט Yoav Gath יואב גת Yoav Gelber יואב גלבר Yoav Har-Even יואב הר אבן Yoav Kish יואב קיש Yoav Kutner יואב קוטנר Yoav Meiri יואב מאירי Yoav Mordechai יואב מרדכי Yoav Regional Council מועצה אזורית יואב Yoav Regional Council קטגוריה:מועצה אזורית יואב Yoav Regional Council תבנית:מועצה אזורית יואב Yoav Talmi יואב תלמי Yoav Yehoshua Weingarten יואב יהושע וינגרטן Yoav Ziv יואב זיו Yoavabadi משתמש:Yoavabadi Yoaz Hendel יועז הנדל Yochai Benkler יוחאי בנקלר Yochai Halevi יוחאי הלוי Yochanan Afek יוחנן אפק Yochanan Sofer יוחנן סופר Yochanan Vollach יוחנן וולך Yocheved Bat-Miriam יוכבד בת-מרים Yocheved Weinfeld יוכבד וינפלד Yoda יודה Yodeling יודל Yodfat יודפת Yoel Alroy יואל אלראי Yoel Baal Shem יואל היילפרין Yoel Esteron יואל אסתרון Yoel Hasson יואל חסון Yoel Hoffmann יואל הופמן Yoel Kahn יואל כהן Yoel Lavi יואל לביא Yoel Lerner יואל לרנר Yoel Levi יואל לוי Yoel Palgi יואל פלגי Yoel Razvozov יואל רזבוזוב Yoel Schwartz יואל שוורץ Yoel Zussman יואל זוסמן Yoga יוגה Yoga קטגוריה:יוגה Yoga Sutras of Patanjali היוגה סוטרות של פטנג'לי Yogev Hazuharoui יוגב הזוהרוי Yogev Ohayon יוגב אוחיון Yogi Bear יוגי דב Yogi Berra יוגי ברה Yogurt יוגורט Yogurts קטגוריה:יוגורטים Yohai Ben-Nun יוחאי בן-נון Yohan Blake יוהאן בלייק Yohan Cabaye יוהאן קבאי Yohanan Aharoni יוחנן אהרוני Yohanan Bader יוחנן בדר Yohanan Cohen יוחנן כהן Yohanan Danino יוחנן דנינו Yohanan Friedmann יוחנן פרידמן Yohanan Levi יוחנן לוי Yohanan Plesner יוחנן פלסנר Yohanan Simon יוחנן סימון Yohann Diniz יוהאן דיניץ Yohannes יוהנס Yohannes I קיסר אתיופיה יוהנס הראשון Yohannes II קיסר אתיופיה יוהנס השני Yohannes III קיסר אתיופיה יוהנס השלישי Yohannes IV קיסר אתיופיה יוהנס הרביעי Yohji Yamamoto יוז'י ימאמוטו Yoho National Park הפארק הלאומי יוהו Yoke עול Yokneam יקנעם עילית Yokneam Moshava יקנעם Yoko Komiyama יוקו קומיאמה Yoko Ono יוקו אונו Yoko Shimada יוקו שימאדה Yokohama יוקוהמה Yokohama Landmark Tower יוקוהמה לנדמרק טאוור Yokohama Marinos managers קטגוריה:מאמני יוקוהמה אף. מרינוס Yokozuna יוקוזונה Yola יולה Yolanda Griffith יולנדה גריפית' Yolanda Pulecio יולנדה פולסיו Yolande Harmer יולנדה הארמר Yolk חלמון Yolk sac שק החלמון Yolki עצי אשוח Yollada Suanyot יולאדה סואניוט Yom HaShoah יום הזיכרון לשואה ולגבורה Yom Hazikaron יום הזיכרון לחללי מערכות ישראל Yom Hillula הילולה Yom Huledet יום הולדת Yom Kippur יום הכיפורים Yom Kippur קטגוריה:יום הכיפורים Yom Kippur Katan יום כיפור קטן Yom Kippur War מלחמת יום הכיפורים Yom Kippur War קטגוריה:מלחמת יום הכיפורים Yom Tov Algazi יום-טוב אלגאזי Yom Tov Asevilli ריטב"א Yom Tov Lipman Lipkin יום טוב ליפמן ליפקין Yom Tov Tzahalon יום-טוב צהלון Yom tov sheni shel galuyot יום טוב שני של גלויות Yom-Tov Ehrlich יום-טוב עהרליך Yom-Tov Lipmann Heller יום-טוב ליפמן הלר Yom-Tov Lipmann-Muhlhausen יום טוב ליפמן מילהויזן Yom-Tov Samia יום טוב סמיה Yoma מסכת יומא Yomiuri Shimbun יומיורי שימבון Yon Tumarkin יון תומרקין Yona Bogale יונה בוגלה Yona Ettlinger יונה אטלינגר Yona Friedman יונה פרידמן Yona Kesse יונה כסה Yona Kosashvili יונה קוסאשווילי Yona Metzger יונה מצגר Yona Sabar יונה צבר Yona Wallach יונה וולך Yona Yahav יונה יהב YonaBot משתמש:YonaBot Yonaguni יונאגוני Yonah Gerondi יונה גירונדי Yonah Shimmel's Knish Bakery מאפיית הקניש של יונה שימל Yonas קיסר אתיופיה יונס Yonasan David יונתן דייויד Yonasan Steif יונתן שטייף Yonatan משתמש:Yonatan Yonatan Netanyahu יונתן נתניהו Yonatan Ratosh יונתן רטוש Yonatan Razel יונתן רזאל Yoni יוני Yoni Ben-Menachem יוני בן-מנחם Yoni Bloch יוני בלוך Yoni Chetboun יוני שטבון Yoni Cohen-Idov יוני כהן-אידוב Yoni Eilat יוני אילת Yoni Goodman יוני גודמן Yoni Rechter יוני רכטר Yonit Levi יונית לוי Yonne יון Yonny Hernández יוני הרננדס Yoo Byung-soo יו ביון סו Yoplait יופלה Yoram Aridor יורם ארידור Yoram Ben-Zeev יורם בן-זאב Yoram Bilu יורם בילו Yoram Cohen יורם כהן Yoram Danziger יורם דנציגר Yoram Dinstein יורם דינשטיין Yoram Dori יורם דורי Yoram Gal יורם גל Yoram Globus יורם גלובוס Yoram Gross יורם גרוס Yoram Hazony יורם חזוני Yoram Kaniuk יורם קניוק Yoram Lass יורם לס Yoram Marciano יורם מרציאנו Yoram Moses יורם מוזס Yoram Rabin יורם רבין Yoram Schweitzer יורם שוייצר Yoram Tsafrir יורם צפריר Yoram Yosefsberg יורם יוספסברג Yordan Minev יורדן מינב Yordan Yovchev יורדן יובצ'ב Yordanka Donkova יורדנקה דונקובה Yordanka Fandakova יורדנקה פנדקובה Yoreh De'ah יורה דעה Yorick Yorick Yorick van Wageningen יוריק ואן ווגנינגן Yoriko Shono שונו יוריקו York יורק York קטגוריה:יורק York Castle טירת יורק York City F.C. יורק סיטי York City F.C. players קטגוריה:כדורגלני יורק סיטי York Minster קתדרלת יורק York University אוניברסיטת יורק Yorkshire יורקשייר Yorkshire קטגוריה:יורקשייר Yorkshire Dales יורקשייר דיילס Yorkshire Regiment רגימנט יורקשייר Yorkshire Terrier יורקשייר טרייר Yorkshire and the Humber יורקשייר והאמבר Yorkshire and the Humber קטגוריה:יורקשייר והאמבר Yorkshire pudding פודינג יורקשייר Yorktown-class aircraft carrier נושאות המטוסים מסדרת יורקטאון Yosef Abu Laben יוסף אבו לאבן Yosef Ahimeir יוסי אחימאיר Yosef Almogi יוסף אלמוגי Yosef Alon ג'ו אלון Yosef Azran יוסף עזרן Yosef Ba-Gad יוסף בא-גד Yosef Babad יוסף באב"ד Yosef Baratz יוסף ברץ Yosef Burg יוסף בורג Yosef Carmon יוסף כרמון Yosef Chaim Sonnenfeld יוסף חיים זוננפלד Yosef Dov Soloveitchik יוסף דוב הלוי סולובייצ'יק Yosef Efrati יוסף אפרתי Yosef Eliyahu Chelouche יוסף אליהו שלוש Yosef Eliyahu Henkin יוסף אליהו הנקין Yosef Fischer יוסף פישר Yosef Garfinkel יוסף גרפינקל Yosef Goldberg יוסף גולדברג Yosef Goldschmidt יוסף גולדשמידט Yosef Gorny יוסף גורני Yosef Haim Brenner יוסף חיים ברנר Yosef Hamadani Cohen יוסף המדאני כהן Yosef Harish יוסף חריש Yosef Hayim Yerushalmi יוסף חיים ירושלמי Yosef Hayyim יוסף חיים מבגדאד Yosef Karduner יוסף קרדונר Yosef Kremerman יוסף קרמרמן Yosef Kushnir יוסף קושניר Yosef Lishansky יוסף לישנסקי Yosef Maimon יוסף ממן Yosef Mendelevitch יוסף מנדלביץ' Yosef Merimovich יוסף מרימוביץ' Yosef Navon יוסף נבון Yosef Paritzky יוסף פריצקי Yosef Porat יוסף פורת Yosef Qafih יוסף קאפח Yosef Rom יוסף רום Yosef Sapir יוסף ספיר Yosef Serlin יוסף סרלין Yosef Shagal יוסף שגל Yosef Shalom Eliashiv יוסף שלום אלישיב Yosef Shapira יוסף Yosef Shapira יוסף שפירא Yosef Shiloach יוסף שילוח Yosef Shlomo Kahaneman יוסף שלמה כהנמן Yosef Shofman יוסף שופמן Yosef Sprinzak יוסף שפרינצק Yosef Tamir יוסף תמיר Yosef Tekoah יוסף תקוע Yosef Tunkel יוסף טונקל Yosef Tzvi Dushinsky יוסף צבי דושינסקי Yosef Vanunu יוסף ונונו Yosef Weitz יוסף ויץ Yosef Yekutieli יוסף יקותיאלי Yosef Yitzchak Schneersohn יוסף יצחק שניאורסון Yosef Yitzchak Shloush יוסף שלוש Yosef Yozel Horwitz יוסף יוזל הורוביץ Yosef Zvi HaLevy יוסף צבי הלוי Yosef-Michael Lamm יוסף מיכאל לם Yoseftal Medical Center המרכז הרפואי יוספטל Yosemite Falls מפלי יוסמיטי Yosemite National Park הפארק הלאומי יוסמיטי Yoseph Imry יוסף אמרי Yoshi יושי Yoshi Oyakawa יושינובו אויאקאווה Yoshiaki Kawajiri יושיאקי קוואג'ירי Yoshida Shōin יושידה שואין Yoshigev משתמש:יושי Yoshihiko Noda יושיהיקו נודה Yoshimar Yotún יושימאר יוטון Yoshinori Shirakawa יושינורי שירקאווה Yoshioka Yayoi יושיוקה יאיוי Yoshiro Nakamatsu יושירו נאקאמטסו Yoshirō Mori יושירו מורי Yoshito Ōkubo יושיטו אוקובו Yoshitomo Nara יושיטומו נארה Yoshitoshi יושיטושי Yoshivia יושיביה Yoshiyahu Yosef Pinto יאשיהו פינטו Yoshiyuki Tsuruta יושיוקי צורוטה Yoshkar-Ola יושקר-אולה Yosi Ben-Dov יוסי בן-דב Yosl Bergner יוסל ברגנר Yossef Gutfreund יוסף גוטפרוינד Yossef Harmelin יוסף הרמלין Yossef Romano יוסף רומנו Yossele Rosenblatt יוסף רוזנבלט Yossele Schumacher affair פרשת יוסל'ה שוחמכר Yossele the Holy Miser יוסל'ה קמצן קדוש Yossi הסיפור של יוסי Yossi יוסף גולדשטיין Yossi & Jagger יוסי וג'אגר Yossi Abukasis יוסי אבוקסיס Yossi Abulafia יוסי אבולעפיה Yossi Avni-Levy יוסי אבני-לוי Yossi Banai יוסי בנאי Yossi Beilin יוסי ביילין Yossi Ben Hanan יוסי בן-חנן Yossi Benayoun יוסי בניון Yossi Brodny יוסי ברודני Yossi Cohen יוסי כהן Yossi Dahan יוסי דהאן Yossi Dora יוסי דורה Yossi Fine יוסי פיין Yossi Green יוסי גרין Yossi Harel יוסי הראל Yossi Katz יוסי כץ Yossi Klein Halevi יוסי קליין הלוי Yossi Maaravi יוסי מערבי Yossi Melman יוסי מלמן Yossi Mizrahi יוסי מזרחי Yossi Peled יוסי פלד Yossi Sarid יוסי שריד Yossi Sassi יוסי סאסי Yossi Shain יוסי שיין Yossi Shekel יוסי שקל Yossi Shivhon יוסי שבחון Yossi Vardi יוסי ורדי Yossi Yona יוסי יונה Yossi Zana יוסי זאנה Yostos קיסר אתיופיה יוסטוס Yotam Halperin יותם הלפרין Yotam Ottolenghi יותם אוטולנגי Yottam משתמש:Yottam Yotvata יטבתה Yotvata Airfield מנחת יטבתה Yotvata Hai-Bar Nature Reserve חי-בר יטבתה You יו You Are Not Alone You Are Not Alone You Can't Hurry Love You Can't Hurry Love You Can't Take It with You הן לא תקחהו עמך You Don't Mess with the Zohan אל תתעסקו עם הזוהן You Must Love Me You Must Love Me You Never Give Me Your Money You Never Give Me Your Money You Only Live Twice אתה חי רק פעמיים You Oughta Know You Oughta Know You Suffer You Suffer You Will Meet a Tall Dark Stranger כשתפגשי זר גבוה ומסתורי You and I Yoü and I You da One You da One You have two cows יש לך שתי פרות You shall not murder לא תרצח You'll Never Walk Alone You'll Never Walk Alone You're Going to Lose That Girl You're Going to Lose That Girl You're My Best Friend A Night At The Opera#You're my best friend You've Got Mail יש לך הודעה You've Got to Pick a Pocket or Two You've Got to Pick a Pocket or Two YouTube YouTube YouTube תבנית:יוטיוב YouTubers קטגוריה:פעילי יוטיוב Young יאנג Young Adult תקועה Young Americans Young Americans Young Avengers האוונג'רס הצעירים Young British Artists אמנים בריטים צעירים Young Buck יאנג באק Young Egypt Party מפלגת מצרים הצעירה Young Engineers' Satellite 2 YES-2 Young Frankenstein פרנקנשטיין הצעיר Young Germany גרמניה הצעירה Young Guard המשמרת הצעירה Young Guard of United Russia המשמרת הצעירה Young Hollywood Awards פרסי הוליווד הצעירה Young Italy איטליה הצעירה Young Judaea יהודה הצעיר Young Justice ליגת הצדק - הדור הבא Young Money יאנג מאני Young Money Entertainment יאנג מאני Young Moshe's Diary משה זאב פלינקר Young Plan תוכנית יאנג Young Sick Bacchus בכחוס החולה Young Turks הטורקים הצעירים Young Vienna וינה הצעירה Young at Heart צעירים בליבם YoungModern.JPG תמונה:Ymcover.gif Younger Brother Younger Brother Young–Laplace equation משוואת יאנג-לפלס Your Body Your Body Your Erroneous Zones אזורי המשגה שלך Your Love Your Love Your Party המפלגה שלך Your Song Your Song Your first article ויקיפדיה:איך ליצור דף חדש YourEyesOnly User:YourEyesOnly Youri Djorkaeff יורי דז'ורקף Youri Tielemans יורי טיילמאנס Yours Truly Yours Truly Yoursunday ????? IP Yousaf Raza Gillani יוסוף רזא גילאני Yousef יוסף סוויד Yousef Jabareen יוסף ג'בארין Yousef Masrahi יוסף מסרחי Yousef Saanei יוסף סאנעי Yousef al-Khalidi יוסף אל-ח'אלידי Youssef Chahine יוסף שאהין Youssef Nada יוסוף נאדה Youssou N'Dour יוסו נ'דור Yousuf Al-Thunayan יוסוף אל טוניאן Yousuf Karsh יוסוף קארש Youth הנוער Youth נעורים Youth קטגוריה:נוער Youth Aliyah עליית הנוער Youth Arena ארנה דאודורו Youth Olympic Games אולימפיאדת הנוער Youth Olympic Games קטגוריה:אולימפיאדת הנוער Youth in Israel קטגוריה:נוער בישראל Youth in the United States קטגוריה:נוער בארצות הברית Youth movements קטגוריה:תנועת נוער Youth organizations קטגוריה:תנועות נוער Youth organizations based in Israel קטגוריה:ישראל: ארגוני נוער Youth village כפר נוער Youth villages in Israel קטגוריה:כפרי נוער Youthanasia Youthanasia Yoweri Museveni יוורי מוסווני Ypnypn משתמש:Ypnypn Ypnypn/sandbox1 משתמש:Ypnypn Ypres איפר Ypres Cloth Hall אולם הבד Ypsilantis איפסילנטי Ysopet משלי איזופט Ytterbium איטרביום Ytterby איטרבי Yttrium איטריום Yu Hua יו חווה Yu-Gi-Oh! Duel Monsters יו-גי-הו! Yu-Gi-Oh! Trading Card Game יו-גי-הו! Yuan Longping יואן לונגפינג Yuan Shikai יואן שה-קאי Yuan dynasty קטגוריה:שושלת יואן Yuan dynasty שושלת יואן Yucatan bobwhite שליו בובווייט שחור גרון Yucatán יוקטן Yucatán קטגוריה:יוקטן Yucatán Channel תעלת יוקטן Yucatán Mérida מרידה Yucatán Peninsula חצי האי יוקטן Yucatán Peninsula קטגוריה:חצי האי יוקטן Yucca יוקה Yucca brevifolia עץ יהושע Yud-Alef Stadium אצטדיון הי"א באשדוד Yue ware חרסינת יו Yuen Long District יואן לונג Yugorsky Strait מצר יוגורסקי Yugoslav Basketball Cup הגביע היוגוסלבי בכדורסל Yugoslav Cup הגביע היוגוסלבי Yugoslav First Basketball League הליגה היוגוסלבית בכדורסל Yugoslav First League ליגת העל היוגוסלבית Yugoslav Jews קטגוריה:יהודים יוגוסלבים Yugoslav Partisans צבא השחרור העממי של יוגוסלביה Yugoslav People's Army הצבא העממי היוגוסלבי Yugoslav Wars מלחמות יוגוסלביה Yugoslav Wars קטגוריה:מלחמות יוגוסלביה Yugoslav artists קטגוריה:אמנים יוגוסלבים Yugoslav basketball players קטגוריה:כדורסלנים יוגוסלבים Yugoslav chess players קטגוריה:שחמטאים יוגוסלבים Yugoslav culture קטגוריה:יוגוסלביה: תרבות Yugoslav film directors קטגוריה:במאים יוגוסלבים Yugoslav football managers קטגוריה:מאמני כדורגל יוגוסלבים Yugoslav footballers קטגוריה:כדורגלנים יוגוסלבים Yugoslav historians קטגוריה:היסטוריונים יוגוסלבים Yugoslav law קטגוריה:יוגוסלביה: חוק ומשפט Yugoslav music קטגוריה:מוזיקה יוגוסלבית Yugoslav musicians קטגוריה:מוזיקאים יוגוסלבים Yugoslav people קטגוריה:יוגוסלבים Yugoslav people by occupation קטגוריה:יוגוסלבים לפי מקצוע Yugoslav politicians קטגוריה:פוליטיקאים יוגוסלבים Yugoslav scientists קטגוריה:מדענים יוגוסלבים Yugoslav sportspeople קטגוריה:ספורטאים יוגוסלבים Yugoslav writers קטגוריה:סופרים יוגוסלבים Yugoslavia יוגוסלביה Yugoslavia קטגוריה:יוגוסלביה Yugoslavia at the Olympics יוגוסלביה במשחקים האולימפיים Yugoslavia in World War II קטגוריה:יוגוסלביה במלחמת העולם השנייה Yugoslavia in the Eurovision Song Contest יוגוסלביה באירוויזיון Yugoslavia national football team נבחרת יוגוסלביה בכדורגל Yugoslavia squad 1990 FIFA World Cup תבנית:נבחרת יוגוסלביה במונדיאל 1990 Yugoslavia squad 1998 FIFA World Cup תבנית:נבחרת יוגוסלביה במונדיאל 1998 Yuhui Choe יוהוי צ'וי Yui יואי יושיאוקה Yuichi Nishimura יואיצ'י נישימורה Yuja Wang יוג'ה וואנג Yuka Sato יוקה סאטו Yukawa interaction תורת יוקאווה Yukiko Akaba יוקיקו אקאבה Yukio Endo יוקיו אנדו Yukio Hatoyama יוקיו הטויאמה Yukio Mishima יוקיו מישימה Yukio Ninagawa יוקיו נינגאווה Yukiya Amano יוקיה אמאנו Yukon יוקון Yukon קטגוריה:יוקון Yukon River יוקון Yukon Whitehorse וייטהורס Yukos יוקוס Yul Brynner יול ברינר Yule יול Yule log בוש דה נואל Yule log גזע חג המולד Yuli Daniel יולי דניאל Yuli Ofer יולי עופר Yuli Raizman יולי רייזמן Yuli Tamir יולי תמיר Yuli-Yoel Edelstein יולי אדלשטיין Yulia Lipnitskaya יוליה ליפניצקיה Yulia Malinovsky יוליה מלינובסקי Yulia Shamalov-Berkovich יוליה שמאלוב-ברקוביץ' Yulia Tymoshenko יוליה טימושנקו Yulii Borisovich Khariton יולי חריטון Yuliya Chepalova יוליה צ'פלובה Yuliya Pechonkina יוליה פצ'ונקינה Yuliya Yefimova יוליה יפימובה Yumi יומי Yumi Yumi Yumi המנון ונואטו Yumjaagiin Tsedenbal יומג'אגין טסדנבאל Yun Posun יון פוסאן Yung Kee יונג קי Yung Rapunxel Yung Rapunxel Yungang Grottoes מערות יונגאנג Yungas Road דרך היונגאס Yunjin Kim יוג'ין קים Yunnan יונאן Yunus Mallı יונוס מאלי Yuppie יאפי Yura Movsisyan יורה מובסיסיאן Yuri יורי Yuri Ahronovitch יורי אהרונוביץ' Yuri Andropov יורי אנדרופוב Yuri Bashmet יורי בשמט Yuri Bondarev יורי בונדארב Yuri Dolgorukiy נסיך קייב יורי דולגורוקי Yuri Entin יורי אנטין Yuri Evseitchik יורי יבסייצ'יק Yuri Fayer יורי פאייר Yuri Foreman יורי פורמן Yuri Gagarin יורי גגארין Yuri II of Vladimir נסיך ולדימיר יורי השני Yuri Koptev יורי קופטב Yuri Levitan יורי לויטן Yuri Linnik יורי ליניק Yuri Lodygin יורי לודיגין Yuri Lyubimov יורי ליובימוב Yuri Nikulin יורי ניקולין Yuri Oganessian יורי אוגאנסיאן Yuri Rytkheu יורי ריטחאו Yuri Simonov יורי סימונוב Yuri Slezkine יורי סלזקין Yuri Stern יורי שטרן Yuri Temirkanov יורי טמירקאנוב Yuri Zavadsky יורי זבדסקי Yuri Zhirkov יורי ז'ירקוב Yuri's Night הלילה של יורי YurikBot משתמש:YurikBot Yuriy Logvinenko יורי לוגביננקו Yuriy Sedykh יורי סדיך Yurt יורט Yury Abramovich יורי גארייביץ' אברמוביץ' Yury Annenkov יורי אננקוב Yury Bogolyubsky יורי בוגוליובסקי Yury Chaika יורי צ'ייקה Yury Grigorovich יורי גריגורוביץ' Yury Luzhkov יורי לוז'קוב Yury Romanenko יורי רומננקו Yury Tynyanov יורי טיניאנוב Yury Vlasov יורי ולאסוב Yury Yakovlev יורי יאקובלב Yury of Moscow יורי ממוסקבה Yury of Zvenigorod יורי דמיטרייביץ' Yusef Abad שכונת יוסף אבאד Yusef Abad Synagogue בית הכנסת יוסף אבאד Yusef Lateef יוסף לטיף Yusef Mishleb יוסף מישלב Yussef Diab יוסף דיאב Yussuf Hamis יוסוף ח'מיס Yusuf Idris יוסף אידריס Yusuf Lule יוסוף לול Yusuf Sibai יוסף אל סיבאי Yusuf al-Qaradawi יוסוף אל-קרדאווי Yusuf ibn Tashfin יוסוף בן תאשפין Yutaka Taniyama יוטקה טניאמה Yuto Nagatomo יוטו נגטומו Yutong יוטונג Yuval יובל Yuval Avidor יובל אבידור Yuval Banay יובל בנאי Yuval Cherlow יובל שרלו Yuval Diskin יובל דיסקין Yuval Filo יובל פילו Yuval Fuchs יובל פוקס Yuval Naim יובל נעים Yuval Naimy יובל נעימי Yuval Ne'eman יובל נאמן Yuval Neria יובל נריה Yuval Noah Harari יובל נח הררי Yuval Peres יובל פרס Yuval Semo יובל סמו Yuval Shabtay יובל שבתאי Yuval Spungin יובל שפונגין Yuval Steinitz יובל שטייניץ Yuval Y משתמש:Yuval Y Yuval Y/Archive משתמש:Yuval Y/ארכיון Yuval Zaliouk יובל צליוק Yuval Zellner יובל צלנר Yuvalim יובלים Yuya Osako יויה אוסאקו Yuzhne יוז'ני Yuzhno-Sakhalinsk יוז'נו-סחלינסק Yuzhnoukrainsk יוז'נואוקראינסק Yuzuru Hanyu יוזורו האניו Yvan Attal איוואן אטאל Yvan Goll איוואן גול Yvelines Versailles ורסאי Yverdon-les-Bains איוורדון-לה-בן Yves Klein איב קליין Yves Montand איב מונטאן Yves Rocher איב רושה Yves Rossy איב רוסי Yves Saint Laurent איב סן-לורן Yves-Joseph de Kerguelen-Trémarec איב-ז'וזף דה קרגלן דה טרמרק Yves-Marie Adeline איב מארי אדלין Yvette Cooper איווט קופר Yvette Williams איווט ויליאמס Yvonne Brill איבון בריל Yvonne Hagnauer איבון הניואר Yvonne Loriod איבון לוריו Yvonne Minton איבון מינטון Yvonne Nèvejean איבון נווז'ן Yvonne Ryding איבון רידינג Yvonne Strahovski איבון סטרזובסקי Yvonne van Gennip איבון ואן חניפ Yvonne van Vlerken איבונה ון ולרקן Yzkoc משתמש:Yzkoc Yé ké yé ké יה קה יה קה Yörüks יורוקים Yıldıray Baştürk יילדיריי בשטורק Yıldız כוכב Yōkan יוקאן Yōsuke Matsuoka יוסוקה מצואוקה Yūki Ōgimi יוקי אוגימי Yūko Obuchi יוקו אובוצ'י Yūrei יוריי Z Z Z-Ro זירו Z-Wave Z-wave Z-test מבחן Z Z-transform התמרת Z Z/Architecture Z/Architecture Z/OS Z/OS Z/VM Z/VM Z1 Z1 Z3 Z3 ZAKA זק"א ZAP70 ZAP70 ZAZ Zaporozhets זאפורוז'ץ ZBrush Zbrush ZDNet ZDNet ZFS ZFS ZIF זיף ZIM ZIM ZMapp ZMapp ZOOM זום ZPP ZPP ZSU-23-4 ZSU-23-4 ZX Spectrum ספקטרום סינקלייר ZZ Top זי זי טופ Za Dengel קיסר אתיופיה זה דנגל Za'atar זעתר Za'atara זעתרה Zababdeh א-זבאבדה Zabaione זביונה Zabaykalsky Krai עבר הבאיקל Zabaykalsky Krai קטגוריה:מחוז עבר הבאיקל Zabaykalsky Krai Aginskoye אגינסקויה Zabaykalsky Krai Chita צ'יטה Zabaykalsky Krai Khilok חילוק Zabaykalsky Krai Tupik טופיק Zabel Yesayan זאבל יסאיאן Zablon Simintov זבולון סימן-טוב Zabolotiv זבלוטוב Zabriskie Point Zabriskie Point Zabriskie Point נקודת זבריצקי Zabrze זאבז'ה Zabīd זביד Zabłudów זבלודוב Zac Efron זאק אפרון Zac Goldsmith זאק גולדסמית' Zac MacMath זאק מקמאת' Zac Posen זאק פוזן Zacatecas סקטקס Zacatecas City סקטקס Zach זך Zach Braff זאק בראף Zach Galifianakis זאק גאליפנאקיס Zach LaVine זאק לאבין Zach Randolph זאק רנדולף Zach Roerig זאק רוריג Zacharia Paliashvili זכריה פליאשווילי Zachary Gordon זקרי גורדון Zachary Hickes זאכארי היקס Zachary Levi זאקרי לוי Zachary Quinto זאכרי קווינטו Zachary Taylor זאכרי טיילור Zachi Noy צחי נוי Zachris Topelius זכריס טופליוס Zack Snyder זאק סניידר Zack Snyder תבנית:זאק סניידר Zack and Miri Make a Porno זאק ומירי עושים פורנו Zacuscă זקוסקה Zadar זאדאר Zadie Smith זיידי סמית' Zadig זאדיג Zadik Bino צדיק בינו Zadoc Kahn צדוק כהן Zadok צדוק Zadok Ben-David צדוק בן דוד Zadok HaKohen צדוק הכהן מלובלין Zafarnama זפר-נאמה Zaforas איי זופרנה Zagat מדריך זגאט Zagazig זקאזיק Zagor זאגור Zagori זגוריה Zagreb זאגרב Zagreb קטגוריה:זאגרב Zagreb Cathedral קתדרלת זאגרב Zagros Mountains הרי זגרוס Zaguri Imperia זגורי אימפריה Zagwe dynasty קטגוריה:שושלת זאגווה Zagwe dynasty שושלת זאגווה Zagórów זגורוב Zagłębie Dąbrowskie זגלמביה Zaha Hadid זהה חדיד Zahalka זחאלקה Zahara Rubin זהרה רובין Zahara Schatz זהרה שץ Zaharia Stancu זכריה סטאנקו Zaharira Harifai זהרירה חריפאי Zahavi זהבי Zahi Armeli זאהי ארמלי Zahi Gigi צחי גיגי Zahi Hawass זאהי חוואס Zahir al-Umar דאהר אל-עומר Zahlé זחלה Zahra Bahrami זהרא בהראמי Zahra Rahnavard זהרה ראהנאווארד Zaibatsu זאיבצו Zaid זייד Zaid al-Rifai זיד א-ריפאעי Zaid ibn Shaker זיד בן שאכר Zaidiwaqas Zaidiwaqas Zaidiyyah זיידים Zainab al Ghazali זיינב אל-ע'זאלי Zaitsev's rule כלל זייצב Zak זק Zak McKracken and the Alien Mindbenders זאק מקראקן Zak Starkey זאק סטארקי Zakan זקן Zakaria Mohieddin זכריא מוחי א-דין Zakaria Tamer זכריא תאמר Zakaria Zubeidi זכריה זביידי Zakarid Armenia ארמניה הזקארידית Zakarpattia Oblast זקרפטיה Zakarpattia Oblast קטגוריה:זקרפטיה Zakat זכאה Zakhar Bron זכר ברון Zakheim זקהיים Zakho זאכו Zaki al-Arsuzi זכי אל-ארסוזי Zakir Hussain זקיר חוסיין Zakisaadeh User:zakisaadeh Zakiur Rehman Lakhvi זאכי א-רחמן לאחבי Zakliczyn זקליצ'ין Zaklików זקליקוב Zakopane זאקופנה Zakroczym זקרוצ'ים Zakuski מתאבן Zakynthos זקינתוס Zal Yanovsky זלמן ינובסקי Zala County זאלה Zalaegerszeg זאלאגרסג Zalaegerszegi TE זלאגרסגי ט.א. Zalishchyky זאלשצ'יקי Zaliztsi זאלוז'צה Zalman Abramov שניאור זלמן אברמוב Zalman Aran זלמן ארן Zalman Baruch Melamed זלמן ברוך מלמד Zalman Ben-Ya'akov זלמן בן יעקב Zalman Bernstein סנפורד Zalman Gradowski זלמן גרדובסקי Zalman Nechemia Goldberg זלמן נחמיה גולדברג Zalman Reisen זלמן רייזן Zalman Schachter-Shalomi זלמן שחטר-שלומי Zalman Shapiro זלמן שפירו Zalman Shazar זלמן שזר Zalman Shneur זלמן שניאור Zalman Shoval זלמן שובל Zalman Sorotzkin זלמן סורוצקין Zalman Susayeff זלמן סוזאיב Zalman Teitelbaum יקותיאל יהודה טייטלבוים Zalmay Khalilzad זלמאי ח'לילזאד Zalmen Zylbercweig זלמן זילברצווייג Zalophus אריה ים מצוי Zalul Environmental Association צלול Zamalek זמאלק Zamalek SC אל זמאלק Zamalek SC managers קטגוריה:מאמני אל זמאלק Zamalek SC players קטגוריה:כדורגלני אל זמאלק Zaman זמאן Zamba סמבה Zambezi זמבזי Zambezia זמביזיה Zambia זמביה Zambia קטגוריה:זמביה Zambia Livingstone ליווינגסטון Zambia at the Olympics זמביה במשחקים האולימפיים Zambia at the Paralympics זמביה במשחקים הפאראלימפיים Zambia national basketball team נבחרת זמביה בכדורסל Zambia national football team נבחרת זמביה בכדורגל Zambian footballers קטגוריה:כדורגלנים זמבים Zambian kwacha קוואצ'ה זמבי Zambian people קטגוריה:זמביה: אישים Zambiya זמביה Zambo קפוזו Zamboanga City זמבואנגה סיטי Zambrów זמברוב Zambrów County Szumowo שומובו Zamenhof זמנהוף Zamenhof Day יום זמנהוף Zameško זמשקו Zamir זמיר Zamir Cohen זמיר כהן Zamość זמושץ' Zamość County Grabowiec גרבובייץ Zana זנה Zana.Ahmetgjekaj/Prishtina פרישטינה Zanata Stone אבן זנאטה Zandberg זנדברג Zanetti זאנטי Zang Tumb Tumb זאנג טומב טומב Zanimum משתמש:Zanimum Zanimum/archive משתמש:Zanimum Zanj Rebellion מרד הזאנג' Zanjan Province זנג'אן Zanoah זנוח Zanoni זאנוני Zanzibar זנזיבר Zanzibar קטגוריה:זנזיבר Zanzibar Archipelago זנזיבר Zanzibar City זנזיבר סיטי Zanzibar leopard נמר זנזיבר Zanzibar national football team נבחרת זנזיבר בכדורגל Zanzibar red colobus קולובוס אדום זנזיברי Zanzouri זנזורי Zao Wou-Ki זאו וו קי Zaolzie זאולז'ה Zap זאפ Zapata rail רלית ספאטה Zapatista Army of National Liberation הצבא הזפטיסטי לשחרור לאומי Zaphod Beeblebrox זאפוד ביבלברוקס Zapiekanka זפייקאנקה Zapopan ספופן Zaporizhia זפורוז'יה Zaporizhia Nuclear Power Plant תחנת הכוח הגרעינית זפורוז'יה Zaporizhia Oblast זפורוז'יה Zaporizhia Oblast קטגוריה:מחוז זפורוז'יה Zaporizhia Oblast Tokmak טוקמק Zaporizhian Sich הסיץ' הזפורוז'י Zapped זאפד Zapruder film סרט זפרודר Zapyškis ספיזישוק Zaqqum זקום Zar זר Zar'it זרעית Zara זארה Zara Phillips זארה פיליפס Zara Yaqob קיסר אתיופיה זרע יעקב Zaragoza סרגוסה Zaragoza קטגוריה:סרגוסה Zarasai זרסאי Zarasai District Municipality זרסאי Zarchi זרחי Zaretan צרתן Zargulon משתמש:זרגיולון Zarif זריף Zariski topology טופולוגיית זריצקי Zarnuqa זרנוגה Zarphatic language צרפתית יהודית Zarqa זרקא Zarqa Governorate זרקא Zarqa River נחל יבוק Zarqa University אוניברסיטת זרקא Zarzir זרזיר Zaręby Kościelne זארמבי קושצ'יילנה Zaslawye זסלאוויה Zastava Arms Zastava Arms Zastavna זאסטוונה Zasław זאסלאב Zasław concentration camp זאסלאב Zatanna זטאנה Zatoichi זטואיצ'י Zator זאטור Zaur Kaloev זאור קלואב Zaur Sadayev זאור סדאייב Zav זב Zavah זבה Zavdiel זבדיאל Zavel Kwartin זבולון קוורטין Zavkhan Province זבחאן Zawata זאוואתא Zawichost זוויחוסט Zawiercie זוויירצ'ה Zawisza Bydgoszcz זבישה בידגושץ' Zawiya א-זאווייה Zawiya זאווייה Zayed bin Sultan Al Nahyan זאיד בן סולטאן אאל נהיאן Zayn al-Din Gorgani אל-ג'ורג'אני Zaytun Quarter זייתון Zaz זאז Zaza Gogava זאזא גוגאווה Zaza Pachulia זאזה פאצ'וליה Zaza language משתמש:Vuzorg/Zazaki Zbarazh זברז' Zbeng! זבנג! Zbigniew Boniek זביגנייב בונייק Zbigniew Brzezinski זביגנייב בז'ז'ינסקי Zbigniew Herbert זביגנייב הרברט Zbigniew Preisner זביגנייב פרייזנר Zboriv זבורוב Zbruch Idol צלם זברוץ' Zbruch River זברוץ' Zburător זבורטור Zdeněk Grygera זדנק גריגרה Zdeněk Mácal זדנק מאצאל Zdolbuniv זדולבונוב Zdravko Kuzmanović זדרבקו קוזמנוביץ' Zdravljica המנון סלובניה Zduńska Wola זדונסקה וולה Zdzisław Belsitzmann זדז'יסלב בלסיצ'מן Zdzisław Lubomirski ז'דיסלב לובומירסקי Zdzięcioł Ghetto גטו ז'טל Ze З Ze with diaeresis Ӟ Ze'ev זאב Ze'ev Aleksandrowicz זאב אלכסנדרוביץ' Ze'ev Almog זאב אלמוג Ze'ev Ben Aryeh זאב בן אריה Ze'ev Ben-Haim זאב בן-חיים Ze'ev Bielski זאב בילסקי Ze'ev Boim זאב בוים Ze'ev Elkin זאב אלקין Ze'ev Friedman זאב פרידמן Ze'ev Haimovich זאב חיימוביץ' Ze'ev Herring זאב הרינג Ze'ev Herzog זאב הרצוג Ze'ev Jabotinsky זאב ז'בוטינסקי Ze'ev Jabotinsky קטגוריה:זאב ז'בוטינסקי Ze'ev Katz זאב כץ Ze'ev Raban זאב רבן Ze'ev Revach זאב רווח Ze'ev Safrai זאב ספראי Ze'ev Schiff זאב שיף Ze'ev Segal זאב סגל Ze'ev Seltzer זאב זלצר Ze'ev Shefer זאב שפר Ze'ev Sherf זאב שרף Ze'ev Tzur זאב צור Ze'ev Wolf Kitzes זאב וולף קיציס Ze'ev Yavetz זאב יעבץ Ze'ev Zrizi זאב זריזי Ze'evi זאבי Zealand זילנד Zealand שלן Zealots קנאים Zebop! Zebop! Zebra זברה Zebra duiker צביון זברה Zebra finch זברה פינק Zebra shark זנבתן מנומר Zebrafish דג זברה Zebranih/sandbox דומיטיאנוס Zebroid זברואיד Zebu זבו Zebulon זבולון Zebulun זבולון Zecharia Glosca זכריה גלוסקא Zecharia Sitchin זכריה סיטשין Zechariah זכריה Zechariah זכריה הנביא Zechariah Aghmati זכריה בן יהודה אגמאתי Zechariah Dhahiri זכריה אלצ'אהרי Zechariah Mendel ben Aryeh Leib of Cracow זכריה מנדל בן אריה לייב Zechariah and Malachi Tomb of the Prophets Haggai מערת הנביאים Zechariah ben Jehoiada זכריה בן יהוידע Zechariah of Israel זכריהו בן ירבעם Zecharias Frankel זכריה פרנקל Zeckendorf's theorem משפט זקנדורף Zedazeni Monastery מנזר זדאזני Zedekiah צדקיהו Zedekiah ben Abraham Anaw צדקיה בן אברהם Zedekiah's Cave מערת צדקיהו Zeebrugge Raid הפשיטה על זבריחה Zeeland זיילנד Zeelandic זילנדית Zeeman זימן Zeeman effect אפקט זימן Zeev Ben-Zvi זאב בן-צבי Zeev Nehari זאב נהרי Zeev Rechter זאב רכטר Zeev Rosenstein זאב רוזנשטיין Zeev Rudnick זאב רודניק Zeev Schwartz זאב שוורץ Zeev Sternhell זאב שטרנהל Zeev Suraski זאב סורסקי Zeev Zalevsky זאב זלבסקי Zefania Carmel צפניה כרמל Zefram Cochrane זפרם קוקרן Zehava Ben זהבה בן Zehava Gal-On זהבה גלאון Zehava Shmueli זהבה שמואלי Zehlendorf צלנדורף Zehu Ze! זהו זה! Zeidan Atashi זיידאן עטשי Zeigarnik effect אפקט זייגרניק Zein al-Sharaf Talal מלכת ירדן זיין א-שריף Zeitan זיתן Zeitgeber צייטגבר Zeitgeist צייטגייסט Zeitgeist: The Movie צייטגייסט Zeitz צייץ Zekharia זכריה Zelah Clarke זילה קלארק Zelda זלדה Zelda Fitzgerald זלדה פיצג'רלד Zelenogradsk זלנוגרדסק Zelig Eshhar זליג אשחר Zelig Kalmanovich זליג קלמנוביץ' Zelig Reuven Bengis זליג ראובן בנגיס Zelik Epstein אהרן זליג אפשטיין Zelikovitch זליקוביץ' Zelkova זלקובה Zelman Cowen זלמן כהן Zelman Simmons-Harris פסק דין זלמן נגד סימונס-האריס Zelva זלבה Zelzal-1 זלזאל Zelzal-2 זלזאל Zelów זלוב Zemach Shabad צמח שאבאד Zemant User:Zemant Zemar צומור Zemax זימקס Zembin זמבין Zemene Mesafint תקופת השופטים האתיופית Zemer זמר Zemfira זמפירה Zemirot זמירות ופיוטים לשבת Zemsky Sobor זמסקי סובור Zemun זמון Zen זן בודהיזם Zen קטגוריה:זן Zen and the Art of Motorcycle Maintenance זן ואמנות אחזקת האופנוע Zenata זנאטה Zend זנד Zend Engine מנוע הזנד Zend Technologies Zend Technologies Zendaya זנדאיה Zenebework זנאבווורק Zener diode דיודת זנר Zenga Zenga תופעת אינטרנט#זנגה זנגה Zenica זניצה Zenit זניט Zenith זנית Zenith Electronics זנית אלקטרוניקה Zenithal hourly rate קצב זניתי לשעה Zenkō Suzuki זנקו סוזוקי Zenna Henderson זנה הנדרסון Zeno Bundea מריוס בונדיאה Zeno map מפת צנו Zeno of Caunus הפפירוסים של זנון Zeno of Citium זנון מקיטיון Zeno of Elea זנון מאליאה Zeno of Verona זנון מוורונה Zeno's Conscience תודעתו של זנו Zeno's paradoxes הפרדוקסים של זנון Zenobia זנוביה Zentralfriedhof בית הקברות המרכזי בווינה Zentralfriedhof Friedrichsfelde בית הקברות המרכזי פרידריכספלדה Zeolite זאוליט Zeolites קטגוריה:זאוליטים Zephaniah Drori צפניה דרורי Zeppelin צפלין Zera Yacob זרע יעקב Zerach Warhaftig זרח ורהפטיג Zerachiah ha-Levi of Girona זרחיה הלוי Zerah זרח Zerah Barnett זרח ברנט Zeraim סדר זרעים Zeresh זרש Zerika רבי זריקא Zerkalo Nedeli זרקאלו Zermatt צרמט Zermelo's theorem משפט צרמלו Zero זירו Zero 7 זירו 7 Zero Dark Thirty כוננות עם שחר Zero Hour שעת אפס Zero Hour שעת האפס Zero Hour! שעת אפס! Zero Hour: Crisis in Time שעת אפס: משבר בזמן Zero Input Response תגובת כניסה אפס Zero Mostel זירו מוסטל Zero Motivation אפס ביחסי אנוש Zero copula אוגד#העדר אוגד Zero divisor מחלק אפס Zero matrix מטריצת אפסים Zero morphism מורפיזם אפס Zero of a function שורש Zero one infinity rule אפס אחד אינסוף Zero state response תגובת מצב אפס Zero tolerance אפס סובלנות Zero-configuration networking APIPA Zero-coupon bond מלווה קצר מועד Zero-day מתקפת אפס ימים Zero-knowledge proof הוכחה באפס ידיעה Zero-point energy אנרגיית נקודת האפס Zero-sum game משחק סכום אפס ZeroOne/Userboxes/User browser:Opera תבנית:משתמש אופרה Zerodur זרודור Zeroth law of thermodynamics חוק האפס של התרמודינמיקה Zersenay Tadese זרסנאי טדסה Zeruah צרועה Zerubbabel זרובבל בן שאלתיאל Zeruiah צרויה Zeruya Shalev צרויה שלו Zerão אצטדיון זראו Zestafoni Municipality נפת זסטפוני Zestaponi זסטפוני Zeta זטא Zeta Puppis נאוס Zeta and L-functions קטגוריה:פונקציות זטא Zeta potential פוטנציאל זטה Zeuhl Zeuhl Zeus זאוס Zeus: Master of Olympus אדון האולימפוס זאוס Zeuthen strategy אסטרטגיית זאותן Zeuxis זאוקסיס Zev Birger זאב בירגר Zev Sufott זאב סופות Zev Vilnay זאב וילנאי Zev Wolf זאב מזברז' Zev Wolfson מרדכי זאב וולפסון Zeved habat זבד הבת Zevulun Hammer זבולון המר Zevulun Orlev זבולון אורלב Zevulun Regional Council מועצה אזורית זבולון Zevulun Regional Council קטגוריה:מועצה אזורית זבולון Zevulun Regional Council תבנית:מועצה אזורית זבולון Zewditu קיסרית אתיופיה זאודיתו Zeya River זיה Ze’ev Lev זאב לב Zgharta זע'רתא Zgierz זגייז' Zgorzelec זגוז'לץ Zhabinka ז'אבינקה Zhabokrych ז'בוקריץ' Zhabotinsky ז'בוטינסקי Zhan Videnov ז'אן וידנוב Zhang ג'אנג Zhang Chengdong ז'אנג צ'נגדונג Zhang Qian ג'אנג צ'יאן Zhang Xianliang ג'אנג שיאנליאנג Zhang Yimou ג'אנג יי-מו Zhang Yining ג'אנג יינינג Zhang Ziyi ג'אנג דזה יי Zhang Zuolin ג'אנג דזוו-לין Zhangjiajie ז'אנגג'יאג'יה Zhangye Danxia National Geological Park הפארק הגאולוגי הלאומי ג'אנגיה דאנשיה Zhanna Pintusevich-Block ז'אנה פינטוסביץ'-בלוק Zhao Mausoleum קבר ג'אולינג Zhaoqing ג'אוצ'ינג Zhaoway~enwiki משתמש:Zhaoway Zhaozhou Congshen ג'ושו Zhe Ж Zhejiang ג'ג'יאנג Zhejiang University אוניברסיטת ג'ג'יאנג Zhelyu Zhelev ז'ליו ז'לב Zheng He ג'נג חה Zheng Jie ג'נג ג'יה Zheng Zhi ז'אנג ז'י Zhenyuanlong ג'ניואנלונג Zhiuli Shartava ז'יולי שרטאווה Zhlobin ז'לובין Zhmerynka ז'מרינקה Zhongxing New Village ג'ונגשינג Zhores Alferov ז'ורס אלפרוב Zhou Enlai ג'ואו אנלאי Zhou dynasty שושלת ג'ואו Zhoukoudian ג'ואוקואודיין Zhovkva ז'ובקבה Zhu Xi ג'ו שי Zhu Zhu Pets אוגרי הזוזו Zhuanxu ג'וואנש'ו Zhug זחוק Zhukov ז'וקוב Zhuravne ז'וראבנו Zhurong ג'וז'ונג Zhvania ז'ווניה Zhydachiv ז'ידאצ'וב Zhytomyr ז'יטומיר Zhytomyr Oblast ז'יטומיר Zhytomyr Oblast קטגוריה:מחוז ז'יטומיר ZiL זיל ZiS-30 ZiS-30 Zia Mahmood זיא מחמוד Ziad Abu Ein זיאד אבו עין Ziad Abuzayyad זיאד אבו זיאד Ziapelta זיאפלטה Ziba ציבא Zichron Menachem זכרון מנחם Zick זיק Zico זיקו Zidanta I זידנתש הראשון Zidichov חסידות זידיטשוב Ziegfeld Follies שיגיונות זיגפלד Ziegfeld Theatre תיאטרון זיגפלד Ziegler זיגלר Ziegler Polar Expedition משלחת הקוטב של זיגלר Ziehl–Neelsen stain צביעה יציבת חומצה Zierikzee זיריקזיי Zig-Zag Chair כיסא זיג-זג ZigBee ZigBee Ziggurat זיגוראת Ziggurat algorithm שיטת זיגורט Ziggurat of Ur הזיגוראת הגדול של אור Ziggy Marley זיגי מארלי Ziggy Stardust: The Motion Picture Ziggy Stardust - The Motion Picture Zigzag זיגזג Ziji/Sandbox זוגיות Zika זיקה Zika virus זיקה Zikhron Moshe זיכרון משה Zikhron Ya'akov זכרון יעקב Zikhron Ya'akov Ohel Ya'akov Synagogue בית הכנסת אוהל יעקב Zikim זיקים Zikney Tzfat זקני צפת Zikri ganteng/sandbox מעגל משולב Zikri hidayat נגד Zikri hidayat/sandbox נגד Zilber זילבר Zileuton זילאוטון Zilpah זלפה Zim Integrated Shipping Services צים Zimbabwe זימבבואה Zimbabwe קטגוריה:זימבבואה Zimbabwe FA.png תמונה:Zimbabwe FA.gif Zimbabwe at the Olympics זימבבואה במשחקים האולימפיים Zimbabwe at the Paralympics זימבבואה במשחקים הפאראלימפיים Zimbabwe national basketball team נבחרת זימבבואה בכדורסל Zimbabwe national football team נבחרת זימבבואה בכדורגל Zimbabwe templates קטגוריה:תבניות ניווט - זימבבואה Zimbabwean dollar דולר זימבבואי Zimbabwean people קטגוריה:זימבבואים Zimbabwean politicians קטגוריה:פוליטיקאים זימבבואים Zimbabwean sportspeople קטגוריה:ספורטאים זימבבואים Zimbalist צימבליסט Zimbru Stadium אצטדיון זימברו Zimbrul și Vulturul זימברולו שי וולטורולו Zimmer צימר Zimmerman צימרמן Zimmermann Telegram מברק צימרמן Zimnicea זימניצ'ה Zimrat זמרת Zimri זמרי Zimri זמרי בן סלוא Zimri-Lim זימרילים Zin Desert מדבר צין Zina Harman זינה הרמן Zinaida Serebriakova זינאידה סרבריאקובה Zinc אבץ Zinc phosphide אבץ פוספיד Zinck~enwiki אלוהים Zine El Abidine Ben Ali זין אל-עאבדין בן עלי Zinedine Zidane זינדין זידאן Zinfandel זינפנדל Zingiberales זנגבילאים Zingiberales קטגוריה:זנגבילאים Zinman זינמן Zinnwaldite צינוולדיט Zino זינו Zino Francescatti זינו פרנצסקאטי Zinoviev letter מכתב זינובייב Zinovy Rozhestvensky זינובי רוז'סטבנסקי Zion ציון Zion Gate שער ציון Zion Golan ציון גולן Zion Kenan ציון קינן Zion Levy ציון לוי Zion Merili ציון מרילי Zion National Park הפארק הלאומי ציון Zion Pinyan ציון פיניאן Zion Square כיכר ציון Zion Square refrigerator bombing מקרר התופת בכיכר ציון Zion Tzemah ציון צמח Zionism ציונות Zionism קטגוריה:ציונות Zionism תבנית:ציונות Zionism by country קטגוריה:ציונות לפי מדינות Zionism in Russia קטגוריה:ציונות ברוסיה Zionism in the United States קטגוריה:ציונות בארצות הברית Zionist Commission ועד הצירים Zionist Federation of Germany התאחדות ציוני גרמניה Zionist General Council הוועד הפועל הציוני Zionist Organization of America ארגון ציוני אמריקה Zionist Union המחנה הציוני Zionist entity הישות הציונית Zionist organizations קטגוריה:ארגונים ציוניים Zionist political parties קטגוריה:מפלגות ציוניות Zionist youth movement תנועות הנוער היהודיות הציוניות Zionists קטגוריה:ציונים Zip ZIP Zip Zip זיפ זיפ Zip bomb פצצת ZIP Zip-line גלישה זוויתית Zipf's law חוק זיף Ziph זיף Ziphiids קטגוריה:לווייתני מקור Zipora Rubin-Rosenbaum ציפי רובין Zipper רוכסן Zipper storage bag פסגור Zippo זיפו Zipporah צפורה Zipporah at the inn ציפורה במלון Ziprasidone זיפרסידון Zipser Germans ציפסרים Zir'in זירעין Zira זירה Zira FK players קטגוריה:כדורגלני זירה Zircon זירקון Zirconium זירקוניום Zirland משתמש:Zirland Ziryab זיריאב Ziskind זיסקינד Zisser זיסר Zita זיטה מלוקה Zita Linker ציטה לינקר Zither ציתר Zito זיטו Zitterbewegung תנועת רעדוד Zitting cisticola תפר Ziv זיו Ziv Better זיו בטר Ziv Kalontarov זיו קלונטרוב Ziv Koren זיו קורן Ziv Rubinstein זיו רובינשטיין Ziva Ben-Porat זיוה בן-פורת Zivia Lubetkin צביה לובטקין Zivko Edge 540 Zivko Edge 540 Zivotofsky Clinton זיבוטפסקי נגד קלינטון Ziya Gökalp זיא גקאלפ Ziyarat זיארה Ziz זיז Zizinho זיזיניו Ziziphus שיזף Ziziphus spina-christi שיזף מצוי Zlata Razdolina זלטה רזדולינה Zlatan Ibrahimović זלאטן איברהימוביץ' Zlatko Junuzović זלטקו יונוזוביץ' Zlatko Zahovič זלאטקו זחוביץ' Zlatograd זלאטוגרד Zlatopol זלטופול Zlatorog Arena זלטורוג ארנה Zleitzen/Human Rights ???? Zlil Sela צליל סלע Zlynka זלינקה Zlín זלין Zmanim תבנית:זמני היום בהלכה Zmeu זמאו Zo Artzeinu זו ארצנו Zoara צוער Zobel צובל Zoboomafoo זובומפו Zochrot זוכרות Zodiac גלגל המזלות Zodiac זודיאק Zodiac תבנית:גלגל המזלות Zodiac Killer רוצח הזודיאק Zoe Caldwell זואי קלדוול Zoe Kazan זואי קאזאן Zoe Saldana זואי סלדנה Zoe Tapper זואי טאפר Zoetermeer זוטרמר Zoetrope זואיטרופ Zoey 101 זואי 101 Zofia Kossak-Szczucka זופיה קוסאק-שצ'וצקה Zog I of Albania מלך אלבניה זוגו הראשון Zog Nit Keynmol שיר הפרטיזנים Zohar זוהר Zohar ספר הזוהר Zohar Amar זהר עמר Zohar Argov זוהר ארגוב Zohar Bridge גשר זוהר Zohar Fresco זוהר פרסקו Zohar Manna זוהר מנה Zohar Sharon זהר שרון Zohar Shikler זוהר שיקלר Zohar Strauss זהר שטראוס Zohar Zimro זוהר זימרו Zohar Zisapel יהודה וזהר זיסאפל Zoharei Chama Synagogue זהרי חמה Zoheleth אבן הזוחלת Zohi Sdom זוהי סדום Zohr Field זוהר Zohra Al Fassiya זוהרה אלפסיה Zoidberg דוקטור זוידברג Zoisite זואיסיט Zolitūde shopping centre roof collapse קריסת המרכז המסחרי בריגה Zollinger–Ellison syndrome תסמונת זולינגר אליסון Zollverein איחוד המכס הגרמני Zolochiv זלוטשוב Zolotonosha זולוטונושה Zolotyi Potik זולוטי פוטיק Zoltán Czibor זולטן צ'יבור Zoltán Fehér זולטן פהר Zoltán Gera זולטן גארה Zoltán Halmay זולטאן הלמיי Zoltán Kodály זולטאן קודאי Zoltán Lajos Bay זולטן באי Zoltán Székely זולטאן סקלי Zoltán Tildy זולטן טילדי Zoltán Verrasztó זולטן וראסטו Zoltán von Balla זולטן פון באלה Zombie זומבי Zombie מחשב זומבי Zombie films קטגוריה:סרטי זומבים Zombie process תהליך זומבי Zombieland ברוכים הבאים לזומבילנד Zomet Institute מכון צומת Zond 2 זונד 2 Zond program תוכנית זונד Zonda זונדה Zondek צונדק Zone defense הגנה אזורית Zones of Ethiopia קטגוריה:אתיופיה: תת-מחוזות Zong massacre הטבח בספינת העבדים זונג Zoning תוכנית בניין עיר Zoo גן חיות Zoo Tycoon 2 Zoo Tycoon 2 Zooarchaeology ארכאוזואולוגיה Zooey Deschanel זואי דשנל Zoogeography זואוגאוגרפיה Zookeeper שומר גן החיות Zoolander זולנדר Zoological Museum of Moscow University המוזיאון הזואולוגי של מוסקבה Zoologists קטגוריה:זואולוגים Zoology זואולוגיה Zoology קטגוריה:זואולוגיה Zoom זום Zoom 8 זום 8 ZoomText ZoomText Zoonosis זואונוסיס Zoonotic bacterial diseases קטגוריה:מחלות חיידקיות שמקורן בבעלי חיים Zoophilia זואופיליה Zoophobia זואופוביה Zooplankton זואופלנקטון Zoopraxiscope זואופרקסיסקופ Zooro-Patriot משתמש:Zooro-Patriot Zoos קטגוריה:גני חיות Zoos in Israel קטגוריה:ישראל: גני חיות Zoos in New York City קטגוריה:ניו יורק: גני חיות Zoos in the United States קטגוריה:ארצות הברית: גני חיות Zoot Sims זוט סימס Zoot Suit Riots מהומות חליפות הזוט Zoot suit חליפת זוט Zootopia זוטרופוליס Zophar צופר Zora Neale Hurston זורה ניל הרסטון Zorah צרעה Zoran Corporation צורן Zoran Erceg זוראן ארצג Zoran Milanović זוראן מילנוביץ' Zoran Planinić זוראן פלאניניץ' Zoran Tošić זוראן טושיץ' Zoran Đinđić זוראן ג'ינג'יץ' Zoran Živković זוראן ז'יווקוביץ' Zorba the Greek זורבה היווני Zorbing זורבינג Zork זורק Zorn זורן Zorn's lemma הלמה של צורן Zoroaster זרתוסטרה Zoroastrianism זורואסטריות Zoroastrianism קטגוריה:זורואסטריות Zorpia זורפיה Zorro זורו Zorro: Generation Z זורו ZorroIII משתמש:ZorroIII Zorrobot משתמש:Zorrobot Zosia Mamet זושה מאמט Zoskales מלך אקסום זוסקלאס Zou Yan דזואו ין Zouave זואבים Zoubeir Baya זובייר בייה Zouheir Bahloul זוהיר בהלול Zoya Kosmodemyanskaya זויה קוסמודמיאנסקיה Zoë Bell זואי בל Zoë Kravitz זואי קרביץ Zoë Porphyrogenita קיסרית האימפריה הביזנטית זואי Zoë Wanamaker זואי ואנאמייקר Zrahia זרחיה Zrenjanin זרניאנין Zru'a זרועה Zrubavel Gilad זרובבל גלעד Zsa Zsa Gabor ז'ה ז'ה גאבור Zsidawi/sandbox פיטר גבריאל Zsigmond Barász ז'יגמונד ברס Zsigmond Móricz ז'יגמונד מוריץ Zsuzsanna Lorántffy ז'וז'אנה לוראנטפי Zte Football Club Logo 90.png קובץ:Zte.gif Zubarah א-זובארה Zubin Mehta זובין מהטה Zububa זובובא Zuc stream cipher ZUC Zucchini קישוא Zucker צוקר Zuckerberg צוקרברג Zuckermann צוקרמן Zug צוג Zugdidi זוגדידי Zugdidi Municipality נפת זוגדידי Zugot תבנית:הזוגות Zugot תקופת הזוגות Zugspitze צוגשפיצה Zugzwang כפאי Zuhair Murad זוהיר מוראד Zuhayr bin Abi Sulma זוהייר Zuhdi Jasser זהדי ג'אסר Zuhir al-Qaisi זוהיר אל-קייסי Zuleika זוליכה Zulfikar Ali Bhutto זולפיקר עלי בהוטו Zulia סוליה Zulu זולו Zulu Kingdom ממלכת הזולו Zulu language זולו Zulu people זולו Zulu topics קטגוריה:זולו Zuma זומה Zumba זומבה Zumbi זומבי מפלמארס Zumwalt-class destroyer סדרת המשחתות זומוואלט Zundel Kroizer זונדל קרויזר Zundel Salant יוסף זונדל מסלנט Zune זון Zuni Salt Lake אגם המלח זוני Zuni people זוני Zuniceratops זוניצרטופס Zupnik זופניק Zurab Adeishvili זוראב אדאישווילי Zurab Azmaiparashvili זוראב אזמאיפרשווילי Zurab Menteshashvili זוראב מנטשאשווילי Zurab Noghaideli זוראב נור'אידלי Zurab Tchiaberashvili זוראב צ'יאברשווילי Zurab Zhvania זוראב ז'ווניה Zurich ציריך Zurich Chess Challenge תחרות העל בציריך 2014 Zurich Open אליפות ציריך הפתוחה Zurich Symphony Orchestra התזמורת הסימפונית של ציריך Zurna זורנה Zurvanism זורוואניזם Zusha of Hanipol משולם זושא מאניפולי Zuz זוז Zuzana Hejnová זוזאנה היינובה Zuzana Růžičková זוזנה רוז'יצ'קובה Zveno זוונו Zvenyhorodka זבניגורודקה Zveri זברי Zvezda 2005 Perm זבזדה 2005 פרם Zvhil חסידות זווהיל Zvi Aharoni צבי אהרוני Zvi Alderoti צבי אלדרוטי Zvi Arad צבי ארד Zvi Bar צבי בר Zvi Ben-Avraham צבי בן-אברהם Zvi Dinstein צבי דינשטיין Zvi Eckstein צבי אקשטיין Zvi Elimelech Halberstam צבי אלימלך הלברשטאם Zvi Elpeleg צבי אל-פלג Zvi Galil צבי גליל Zvi Gendelman צבי גנדלמן Zvi Goldstein צבי גולדשטיין Zvi Guershoni צבי גרשוני Zvi Hashin צבי חשין Zvi Hauser צבי האוזר Zvi Hecker צבי הקר Zvi Heifetz צבי חפץ Zvi Hendel צבי הנדל Zvi Hirsch Chajes צבי הירש חיות Zvi Hirsch Kalischer צבי הירש קלישר Zvi Keren צבי קרן Zvi Kolitz צבי קוליץ Zvi Laron צבי לרון Zvi Lurie צבי לוריא Zvi Magen צבי מגן Zvi Mazel צבי מזאל Zvi Nir צבי ניר Zvi Nishri צבי נשרי Zvi Ofer צבי עופר Zvi Preigerzon צבי פרייגרזון Zvi Rener צבי רנר Zvi Rosen צבי רוזן Zvi Schreiber צבי שרייבר Zvi Segal צבי סגל Zvi Sherf צביקה שרף Zvi Shiloah צבי שילוח Zvi Sliternik צבי סליטרניק Zvi Studinski צבי סטודינסקי Zvi Weinberg צבי ויינברג Zvi Yaakov Oppenheim צבי יעקב אופנהיים Zvi Yair צבי מאיר שטיינמץ Zvi Yanai צבי ינאי Zvi Yavetz צבי יעבץ Zvi Yehezkeli צבי יחזקאלי Zvi Yehuda צבי יהודה Zvi Yehuda Kook צבי יהודה קוק Zvi Yosef Resnick צבי יוסף רזניק Zvi Zamir צבי זמיר Zvi Zilker צבי צילקר Zvi Zimmerman צבי צימרמן Zviad Gamsakhurdia זוויאד גמסחורדיה Zviadists זוויאדיסטים Zvika Greengold צביקה גרינגולד Zvika Hadar צביקה הדר Zvivi משתמש:zvivi Zvjezdan Misimović זואזדאן מיסימוביץ' Zvolen זבולן Zvonimir Boban זבונימיר בובאן Zvonimir Soldo זבונימיר סולדו Zvonkol/Douglas Engelbart דאגלס אנגלברט Zvulun Kalfa זבולון כלפה Zvyozdny gorodok עיר הכוכבים Zweig צווייג Zwi Migdal צבי מגדל Zwi Perez Chajes צבי פרץ חיות Zwickau צוויקאו Zwinger צווינגר Zwobot משתמש:Zwobot Zwoleń זבולן Zwolle זוולה Zychlin חסידות זיכלין Zydrunas Ilgauskas זיידרונאס אילגאוסקאס Zygalski sheets ניירות זיגלסקי Zygii זיגים Zygmunt Bauman זיגמונט באומן Zygmunt Berling זיגמונט ברלינג Zygmunt Steuermann זיגמונט שטוירמן Zygmunt Turkow זיגמונט טורקוב Zygomatic bone עצם הלחי Zygomycota זוגניות Zygophyllaceae זוגניים Zygophyllaceae קטגוריה:זוגניים Zygote זיגוטה Zyklon B ציקלון בה Zymogen זימוגן Zynga זינגה Zé Beto זה בטו Zé Roberto זה רוברטו ZéroBot משתמש:ZéroBot Zózimo זוזימו Zürich ציריך Zürich קטגוריה:ציריך Zürich Airport נמל התעופה הבינלאומי ציריך קלוטן Zürich Opera House בית האופרה של ציריך Zār זאר Złoczew זלוצ'ב `Abdu'l-Bahá עבד אל-בהאא' `DBH מלך אקסום דבח a א a Life in the Woods Bambi במבי aafia עאפיה aaltonen אלטונן aanholt אנהולט aarele אהרלה aarnio ארניו aaron אהרון aaron אהרן aaron ארון aarti אארטי abady עבאדי abagnale אבגנייל abaid עביד aballay אבלאי abarbanel אברבנל abas אבס abate אבאטה abatte אבטה abba אבה abbado אבאדו abbas עבאס abbass עבאס abbiati אביאטי abbie אבי abbington אבינגטון abbondanzieri אבונדנסיירי abbott אבוט abby אבי abd עבד abdennour עבדנור abderrahim עבדראחים abdi עאבדי abdi עבדי abdou עבדו abdoulaye עבדוליי abdul עבד abdul עבדול abdulaziz מוקרן abdulin עבדולין abdullah מלך abdullah עבדאללה abdullahi עבדולהי abdurahimi עבדורחימי abecassis אבקסיס abed עאבד abed עבד abedi עבדי abel אבל abeles אבלס abella אבלה abesadze אבסדזה abigail אביגייל abitbol אביטבול abkarian אבקריאן abou אבו aboubakar אבובקאר abraham אברהם abramov אברמוב abrams אברמס abramski אברמסקי abramson אברמסון abrashi אבראשי abravanel אברבנאל abril אבריל abu אבו abuhatsira אבוחצירה abuhatzeira אבוחצירא abuhatzira אבוחצירא abukarat אבוקרט abukasis אבוקסיס abuksis אבוקסיס abulafia אבולעפיה abulhawa אבולהאווה abutbul אבוטבול accardi אקרדי accommodation and refraction binocular movement Disorders of ocular muscles אקומודציה ורפרקציה תנועה דו עינית קטגוריה:הפרעה בשרירי העין ace אייס ach lange? BWV 155 wie lang Mein Gott רי"ב 155 ach lange wie lang Mein Gott achi אחי achinoam אחינועם achmat אחמת acker אקר ackerman אקרמן ackermann אקרמן acosta אקוסטה ada אדה ada עדה adaf אדף adair אדייר adam אדם adami אדאמי adamkus אדמקוס adamo אדאמו adamov אדמוב adams אדמס adamso אדמסו adar אדר adato אדטו addo אדו addy אדי ade אדה ade אדריאן adebayor אדבאיור adeishvili אדאישווילי adel אדל adel עאדל adele אדל adeleke אדלקה adeleye אדליי adelman אדלמן adelson אדלסון adelstein אדלשטיין aderet אדרת adi אדי adi עדי adiel עדיאל adiga אדיגה adil עדיל adina עדינה adir אדיר adisu אדיסו adiv אדיב adkins אדקינס adleman אדלמן adler אדלר adlington אדלינגטון adlon אדלון adly עדלי admiel אדמיאל admir אדמיר admoni אדמוני adnan עדנאן adolf אדולף adolfo אדולפו adolph אדולף adoram אדורם adorno אדורנו adrian אדריאן adriana אדריאנה adrianne אדריאן adriano אדריאנו adrien אדריאן adrienne אדריאן adu אדו aduba אדובה adunis אדוניס aduriz אדוריס advocaat אדבוקאט aerle ארלה aerts אארטס aesop אייסופ afek אפק afellay אפלאי afflalo אפללו affleck אפלק afghan שרבט afia עפיה afif עפיף afik אפיק aflalo אפללו afonso אפונסו afric אפריק afroman אפרומן afu עפו afwerki אפוורקי agalarov אגאלרוב agam אגם aganzo אגנסו agassi אגאסי agassi אגסי agayov עגיוב agbaria אגבאריה agdal אגדל agdestein אגדסטין agger אגר aghazadeh אגאזאדה agi אגי agim אגים agmon אגמון agnel אנייל agnes אגנס agnez מו agre אגרה agron אגרון aguilar אגילאר aguilera אגילרה aguirre אגוויר aguirre אגירה ahad עאהד aharish אהריש aharon אהרון aharon אהרן aharoni אהרוני aharonov אהרונוב ahern אהרן ahimeir אחימאיר ahlmark אהלמארק ahmad אחמד ahmed אחמד ahmet אהמט ahn אן ahorlu אאורלו ahron אהרן ahtisaari אהטיסארי ahumada אהומאדה ai אוטסוקה ai אי ai איי aida איידה aidan איידן aiden איידן aiello איילו aiken אייקן aiko אייקו aileen איילין ailing אילינג aimar איימר aimee איימי aini איני ainslie איינסלי aird איירד aishwarya אישווריה aitor אייטור aiyegbeni יעקובו aiyenugba איינוגבה aizenman אייזנמן aizenshtat אייזנשטט aj אמנדה ajer אייר akaba אקאבה akaki אקאקי akayev אקייב akbar אכבר akers אייקרס akers אקרס akhavan אחוואן akhmetov אחמטוב aki אקי akihiko אקיהקו akihito אקיהיטו akiko אקיקו akin אקין akinbiyi אקיניבי akinfeev אקינפייב akinori אקינורי akishbaia אקישבאיה akiva עקיבא akon אייקון akram אכרם akselrod אקסלרוד akshay אקשאיי aksu אקסו akunin אקונין akunis אקוניס al אאל al אל alaba אלאבה alagna אלאניה alain אלן alali אללי alaluf אלאלוף alan אלאן alan אלן alanis אלאניס alasania אלאסניה alasdair אלסדייר alassane אלאסן albahari אלבחרי albano אלבנו albarn אלברן albee אלבי albelda אלבלדה alber אלבר alberman אלברמן alberstein אלברשטיין albert אלבר albert אלברט albert מלך albertini אלברטיני alberto אלברטו albertosi אלברטוסי albertsen אלברטסן albornoz אלבורנוס alborosie אלבורוזי albright אולברייט alcalay אלקלעי alda אלדה aldair אלדאיר alderoti אלדרוטי alderweireld אלדרווירלד aldo אלדו aldrin אולדרין aleandro אליאנדרו alec אלק alecko אלקו aleinikov אלייניקוב aleix אלייש alejandro אלחנדרו alekna אלקנה aleksandar אלכסנדר aleksandr אלכס aleksandr אלכסנדר aleksandra אלכסנדרה aleksei אלכסיי aleksey אלכסיי alela אלילה alena אלונה alentova אלנטובה aleqa אלקה alesha אלישה alesker אלסקר alessandra אלסנדרה alessandro אלסנדרו alessia אליסיה alessia אלסיה alessio אלסיו alesso אלסו alex אלכס alex אלכסנדר alexa אלכסה alexander אלכס alexander אלכסנדר alexandra אלכסנדרה alexandre אלכסנדר alexandros אלכסנדרוס alexandru אלכסנדרו alexeev אלכסייב alexei אלכסי alexei אלכסיי alexey אלכסיי alexeyeva אלכסייבה alexi אלכסי alexiou אלקסיו alexis אלכסיס alexis אלקסי alexis אלקסיס alfaro אלפרו alfasi אלפסי alfie אלפי alfio אלפיו alfon אלפון alfonso אלפונסו alfre אלפרה alfred אלפרד alfredo אלפרדו alfreds אלפרדס ali אלי ali עלי alian עליאן alibec אליבק alice אליס alicia אליסיה alicia אלישה alicia אלישיה alik אליק alina אלינה aline אלין alireza אלירזא alisa אליסה alisher אלישר alison אליסון alistair אליסטר alito אליטו aliyev אלייב aliza עליזה alizadeh אליזאדה alkalaj אלקלעי alkon אלקון alkorta אלקורטה alladi אלאדי allagui אלאגי allan אלן allegri אלגרי allen אלן allende איינדה alley אלי alli אלי allinson אלינסון allison אליסון allman אולמן allofs אלופס allon אלון allsopp אלסופ ally אלי allyson אליסון alma אלמה alma עלמה almadon אלמדון almagor אלמגור almeida אלמיידה almer אלמר almog אלמוג almond אלמונד almoshnino אלמושנינו almoz אלמוז almoznino אלמוזנינו almsick אלמסיק almunia אלמוניה aloe אלו alon אלון alona אלונה aloni אלוני alonso אלונזו alonso אלונסו alonzo אלונזו alooshe אלוש alou אלו alpha אלפא alroey אלרואי alroy אלראי alsgaard אלסגארד alshammar אלסהמר alsheikh אלשיך alsop אלסופ alt אלט alter אלתר alterio אלטריו alterman אלתרמן altin אלטין altit אלטיט altman אלטמן altobelli אלטובלי altshuler אלטשולר aluf אלוף aluko אלוקו alun אלן alushi אלושי alveolar and postalveolar flaps Dental מקיש עיצור מכתשי alveolar and postalveolar lateral approximants Dental מקורב צדי עיצור מכתשי alveolar and postalveolar nasals Dental אפי עיצור מכתשי alveolar and postalveolar trills Dental רוטט עיצור מכתשי alves אלבס alves אלווס alves אלווש alvin אלווין aly אלי aly אליסון alyaksandr אלכסנדר alyson אליסון alyssa אליסה amadeo אמדאו amado אמאדו amal אמל amalric אמלריק amanatidis אמאנאטידיס amancio אמאנסיו amancio אמנסיו amanda אמנדה amandine אמנדין amano אמאנו amanpour אמנפור amantle אמנטל amar אמר amar עמאר amar עמר amaro אמארו amaro אמרו amartey אמרטי amartya אמרטיה amasha עמאשה amaury אמורי ambani אמבאני amber אמבר ambrose אמברוז ambrosini אמברוזיני ambrosio אמברוזיו amdursky אמדורסקי amel אמל ameling אמלינג amelio אמיליו amell אמל ameobi אמאובי america אמריקה ami עמי amia עמיה amichay עמיחי amidror עמידרור amihai עמיחי amil אמיל amin אמין amina אמינה amir אמיר amir עמיר amira אמירה amira עמירה amiram עמירם amiran עמירן amirav עמירב amis איימיס amit אמית amit עמית amita אמיטה amitai אמיתי amitai עמיתי amitav אמיטאב amiya אמייה ammiel עמיאל amnon אמנון amon אמון amor אמור amorai אמוראי amorebieta אמורבייטה amoros אמורוס amos איימוס amos עמוס amotz אמוץ amr עמר amram עמרם amritanandamayi אמריטננדמאיי amsalem אמסלם amunike אמוניקה amuro אמורו amurri אמורי amutu אמוטו amy איימי amy אמי ana אנה anabel אנבל anand אנאנד ananiashvili אנניאשווילי anastacia אנסטסיה anastase אנסטס anastasi אנסטסי anastasia אנסטסיה anastasiades אנסטסיאדיס anastasiya אנסטסיה anastassia אנסטסיה anat ענת anati ענתי anatoliy אנאטולי anatoliy אנטולי anatoly אנאטולי anatoly אנטולי and Abednego Meshach Shadrach מישאל ועזריה חנניה and Crowded Flat Hot שטוח וצפוף חם and Flies Jews Three Whom God Should Not Have Created: Persians יהודים וזבובים שלושה דברים שהאל לא היה צריך לברוא: פרסים and Good Luck Good Night לילה טוב ובהצלחה and Internet computing Requested articles/Applied arts and sciences/Computer science פורטל:אינטרנט/ערכים מבוקשים and Other Academy Award Winners Moon River Sinatra Sings Days of Wine and Roses Moon River & Other Academy Award Winners Sings Days of Wine and Roses and Peoples' Region Nationalities Southern Nations הלאומים ועמי הדרום מדינת האומות and Peoples' Region Nationalities Southern Nations הלאומים ועמי הדרום קטגוריה:מדינת האומות and Peoples' Region Nationalities Zones of the Southern Nations הלאומים ועמי הדרום תבנית:מחוזות מדינת האומות and Selection in Relation to Sex The Descent of Man מוצא האדם and Space Technology Israel National Museum of Science טכנולוגיה וחלל מדעטק - המוזיאון הלאומי למדע and Steel Germs Guns חיידקים ופלדה רובים and Thanks for All the Fish So Long היו שלום ותודה על הדגים and Tony Awards Grammy Emmy List of people who have won Academy גראמי וטוני אמי זוכי אוסקר and Videotape Lies Sex שקרים ווידאוטייפ סקס and Welfare Education United States Secretaries of Health קטגוריה:מזכירי הבריאות ושירותי האנוש של ארצות הברית and White buildings Mead McKim מיד ווייט קטגוריה:בנייני מקים and abandoned property mislaid Lost הפקר and air conditioning ventilating Heating קטגוריה:קירור ומיזוג אוויר and amortization depreciation taxes Earnings before interest רווח לפני ריבית מסים פחת והפחתות and botanical gardens zoos Bible-themed museums קטגוריה:גני חיות וגנים בוטניים בנושאי התנ"ך and medals by country decorations Orders קטגוריה:עיטורים לפי מדינה and medals decorations Orders קטגוריה:עיטורים and medals of Australia decorations Orders קטגוריה:אוסטרליה: עיטורים and medals of Canada decorations Orders קטגוריה:קנדה: מסדרים קנדיים and medals of Egypt decorations Orders קטגוריה:מצרים: עיטורים and medals of France decorations Orders קטגוריה:צרפת: עיטורים and medals of Germany decorations Orders קטגוריה:גרמניה: עיטורים and medals of Israel decorations Orders קטגוריה:ישראל: עיטורים and medals of Italy decorations Orders עיטורי הכוחות המזוינים של איטליה and medals of Italy decorations Orders קטגוריה:איטליה: עיטורים and medals of Japan decorations Orders קטגוריה:יפן: מסדרים ועיטורים and medals of Nazi Germany decorations Orders קטגוריה:גרמניה הנאצית: עיטורים and medals of Russia decorations List of orders מדליות ותוארי כבוד של הפדרציה הרוסית עיטורים and medals of Russia decorations Orders קטגוריה:רוסיה: עיטורים and medals of Syria decorations Orders קטגוריה:סוריה: עיטורים and medals of Yugoslavia decorations Orders קטגוריה:יוגוסלביה: עיטורים and medals of the Ottoman Empire decorations Orders קטגוריה:האימפריה העות'מאנית: עיטורים and medals of the Soviet Union decorations Orders עיטורי ברית המועצות and medals of the United Kingdom decorations Orders קטגוריה:הממלכה המאוחדת: עיטורים and medals of the United States decorations Orders קטגוריה:ארצות הברית: עיטורים and mouth disease foot Hand הידיים והרגליים מחלת הפה and movements traditions Religious faiths קטגוריה:דתות and operations repair Maintenance תחזוקה and paste copy Cut העתק והדבק גזור and pathlines streaklines Streamlines קווי סימון וקווי מסלול קווי זרם and scrub woodlands Mediterranean forests חורש ים-תיכוני and sweat tears toil Blood יזע ודמעות דם and territorial seals district List of U.S. state חותם המדינה and the Sea Horse the Galloping Horse Battle of Mount Austen הסוס הדוהר וסוסון הים קרב הר אוסטן and the United Nations Palestine Israel יחסי האו"ם-ישראל anda אנדה ander אנדר anders אנדרס andersen אנדרסן anderson אנדרסון andersson אנדרסון anderton אנדרטון andi אנדי andi אנדריאס andie אנדי ando אנדו andoni אנדוני andranik אנדרניק andre אנדרה andre אנדריי andrea אנדראה andrea אנדריאה andreas אנדראס andreas אנדריאס andreev אנדרייב andrei אנדרי andrei אנדריי andreikin אנדרייקין andrej אנדריי andrejs אנדראס andres אנדרס andress אנדרס andrew אנדרו andrews אנדרוז andrey אנדרי andrey אנדריי andrius אנדריוס andriy אנדריי andrus אנדרוס andsnes אנדסנס andy אנדי andy אנדרו ane אן anelka אנלקה aner ענר anette אנט anfisa אנפיסה ang אנג angarano אנגרנו angela אנגלה angelique אנגליקה angelos אנגלוס anger אנגר angerer אנגרר anghel אנגל angle אנגל angus אנגוס ani אני ania אניה anil אניל anish אניש anita אניטה anja אניה anka אנקה anke אנקה ankri אנקרי ankvab אנקבב anlen אנלין ann אן ann גלגל anna אנה anna אניה annable אנאבל annamay אנאמיי annan אנאן anne אן annegret אנגרט annelie אנלי anneliese אנליס annette אנט annie אנני annike אניקה annise אניס anno אננו anouk אנוק anri אנרי ansaldi אנסאלדי ansari אנסרי ansel אנסל anselmo אנסלמו ansip אנסיפ ansky אנסקי anson אנסון ansotegi אנסוטגי antal אנטל antanas אנטנאס antebi אנטבי antetokounmpo אנדטוקומפו anthony אנטוני anthony אנתוני antin אנטין antman אנטמן antoaneta אנטואנטה antoine אנטואן anton אנטון antonescu אנטונסקו antoni טוני antonia אנטוניה antonietta אנטונייטה antonio אנטוני antonio אנטוניו antonios אנטוניוס antonis אנטוניס antony אנטוני antony אנתוני antti אנטי antunes אנטונש antyukh אנטיוך anupam אנופם anyukov אניוקוב anza ענזה aogo אאוגו aoki אאוקי aoki איוקי aouate אוואט aoun עאון apeloig אפלויג aphex אפקס apolo אפולו apoula אפולה appel אפל appelfeld אפלפלד appendino אפנדינו appiah אפיה apple אפל applebaum אפלבאום appleby אפלבי applegate אפלגייט april אפריל aquilani אקווילני aquino אקינו arabi ערבי arabia סלמאן arad ארד arad ערד arafat ערפאת arakawa אראקאווה aramis אראמיס arana אראנה arana ארנה arango אראנגו aranzubia אראנזוביה arap אראפ arar עראר arash ארש aravind ארווינד arazi ארזי arbeitman ארבייטמן arbel ארבל arber ארבר arca ארקה arcadi ארקדי archaeological site Nahal Tut נחל תות archeological site Nahal Oren נחל אורן arconada ארקונדה ard ארד arda ארדה ardant ארדן ardiles ארדילס arditti ארדיטי arel אראל aren אהרון arenas ארינאס arend ארנד arens ארנס arensburg ארנסבורג arestrup ארסטרופ aretha אריתה arfa ערפה argaman ארגמן ari ארי ariana אריאנה ariane אריאן arianna אריאנה arianne אריאן arias אריאס aribert אריבר aribert אריברט aridor ארידור arie ארי arie אריה arieh אריה ariel אריאל arieli אריאלי ariella אריאלה ariely אריאלי aries ארייס aries סולוולד arik אריק arison אריסון aritz אריץ ariza אריזה arjen אריין arkadi ארקדי arkadiusz ארקדיוש arkady ארקדי arkana ארקנה arkin ארקין arlene ארלין armand ארמנד armando ארמנדו armeli ארמלי armero ארמרו armie ארמי armin ארמין armistead ארמיסטד armitstead ארמיטסטד armstrong ארמסטרונג arnault ארנו arnaz ארנז arne ארנה arne ארני arnett ארנט arnold ארנולד arnon ארנון aro ארו aroesti ארואסטי aron ארון aronian ארוניאן aronofsky ארונופסקי aronson אהרונסון aroyo ארויו arpad ארפד arquette ארקט arrabal ארבאל arrigo אריגו arron ארון arroyo ארויו arruabarrena ארואברנה arsen ארסן arsenault ארסינו arsenio ארסניו arseniy ארסני arshansky ארשנסקי arshavin ארשאבין arslan ארסלן art ארט artem ארטיום artem ארטם artemov ארטיומוב arterioles and capillaries Diseases of arteries קטגוריה:מחלות עורקים ונימים arteta ארטטה arthur ארתור artime ארטימה artis ארטיס arto ארטו artur ארטור artur ארתור arturo ארטורו arturo ארתורו artzi ארצי aruna ארונה arundhati ארונדהטי arush ארוש arusi ערוסי arveladze ארבלדזה arveladze ארוולדזה arvid ארוויד arvidsson ארווידסון arvydas ארבידאס arvydas ארווידאס arye אריה arye אריק aryeh אריה arzumanyan ארזומניאן as I Leave You Softly as I Leave You Softly asa אסא asad אסד asael עשהאל asaf אסי asaf אסף asafa אסאפה asahara אסהארה asamoah אסמואה asano אסאנו asatiani אסתיאני asazaki אסאזאקי asbel אסבל ascalon אשקלון aschbacher אשבכר ascherman אשרמן asenjo אסנחו asensi אסנסי asensio אסנסיו asghar אסגאר ash אש ash אשטון ashanti אשנטי ashbel אשבל ashdot אשדות ashe אש asher אשר ashfield אשפילד ashford אשפורד ashkenasi אשכנזי ashkenazi אשכנזי ashkenazy אשכנזי ashlee אשלי ashley אשלי ashmore אשמור ashraf אשרף ashram אשרם ashrawi עשראווי ashrita אשריטה ashtiani אשטיאני ashton אשטון asi אסי asier אסייר asif אסיף asisat אסיסאט askar אסקר askildsen אסקילדסן askling אסקלינג aslam אסלאם aslan אסלאן aslanbek אסלאנבייק aslani אסלאני asner אסנר asnicar אסניקר aspect אספה asprilla אספרייה assad אסעד assaf אסף assaf עסאף assaidi אסעידי assala אסאלה assante אסנטה assaraf אסרף assata אסאטה assayas אסאיאס assi אסי assia אסיה assouline אסולין assoumani אסומאני assulin אסולין astatke אסטטקה astin אסטין astley אסטלי astrada אסטרדה astrith אסתרית astrix אסטריקס astrowski אוסטרובסקי asulin אסולין atabeg of Aleppo Nur ad-Din נור א-דין atanasov אטנסוב atanassov אטנאסוב atar עטר atar עתר atari עטרי atashi עטשי athalya עתליה atherton אתרטון atias אטיאס atifete אטיפטה atiyah עטיה atkins אטקינס atkinson אטקינסון atlan אטלן atlas אטלס ato אטו atom אטום atsu אטסו attal אטאל attenborough אטנבורו attila אטילה attiya עטיה atwell אטוול atwood אטווד atzili אצילי atzmon עצמון aubret אוברה aubrey אוברי audrey אודרה audrey אודרי auerbach אוירבך auermann אוורמן augenthaler אאוגנטאלר auguin אוגן august אוגוסט augustesen אוגוסטסן aulcie אולסי aumann אאומן aumann אומן aura אורה auslander אוסלנדר auster אוסטר austin אוסטין austin דן auteuil אוטיי averbukh אברבוך avery אייברי avi אבי avi אברהם aviad אביעד avichai אביחי avidan אבידן avidar אבידר avidor אבידור avidov אבידב aviem אביאם aviezer אביעזר aviezri אביעזרי avigad אביגד avigdor אביגדור avigdor אביגדר avihai אביחי avihu אביהו avilov אבילוב avin אבין aviner אבינר avineri אבינרי aviram אבירם avishai אבישי avishay אבישי avisidris אביסידריס avital אביטל avitan אביטן aviv אביב avivah אביבה avivi אביבי avner אבנר avnery אבנרי avni אבני avraham אברהם avram אברהם avri אברי avril אבריל avrohom אברהם avrukh אברוך avshalom אבשלום avtabi אבטבי awad עווד awards and decorations Military orders אותות ועיטורים צבאיים awat אוואט ax אקס axel אקסל axelrod אקסלרוד axl אקסל aya איה ayaan אייאן ayach עייאש ayal אייל ayala איילה ayalon איילון ayalon אילון ayckbourn אייקבורן ayele היילה ayelet איילת ayelet אילת ayer אייר aykroyd אקרויד ayman איימן aymen איימן ayoob איוב ayotte איוט ayouch עיוש ayub איוב ayumi איומי azabal אזאבל azalea אזליה azali אזאלי azam עזאם azar אזאר azar עזר azarenka אזרנקה azari אזרי azaria עזריה azarov אזארוב azaryan אזריאן azealia אזיליה azila אצילה aziz עזיז aziza עזיזה azizi עזיזי azmaiparashvili אזמאיפרשווילי azmi עזמי azmoun אזמון aznavour אזנבור azoulay אזולאי azouri עזורי azrad אזרד azran עזרן azriel עזריאל azulai אזולאי azulay אזולאי azuz עזוז azz אזז azzam עזאם azzouzi עזוזי b בי b בראון ba בה baardsen בארדסן baauer באואר baba באבא babashoff בבשוף babayev בבייב babb באב babbel באבל babel באבל babers בייברס baboumian בבומיאן baby בייבי bacall באקול bacary בקארי bacca באקה baccarin בקארין bach באך bach בך bachar בכר bacharach בכרך bachmann בקמן backhaus בקהאוז bacon בייקון bacon בקון bacos בקוס bad באד badash בדש baddeley באדלי baddiel בדיאל badel באדל badelt באדלט bader בדר bader ביידר badham בדהם badie בדיע badiou באדיו badir באדיר badmann בדמן badou זאקי badr בדר badran בדראן badri בדרי badstuber באדשטובר badu באדו baer בר bagabandi באגאבנדי baha באגה bahaina בהיינה bahar בהאר baharier בהריר bahat בהט bahloul בהלול baier בייר bailey ביילי bailly ביילי bailyn ביילין bain ביין baindurashvili באינדוראשווילי baines ביינס baird ביירד baiul באיול bajnai ביינאי bak בק bakaj בקאי baker בייקר bakhar בכר bakir בכיר bakis בקיס bakker באקר bakker בקר bakr בכר bakri בכרי bakshi באקשי bakula באקולה bakulin בקולין balaban בלבן balakhnin באלחנין balakov באלקוב balan בלן balbo באלבו balboa בלבואה balbul בלבול baldetti בלדטי baldi באלדי baldini בלדיני baldout בלדוט baldwin בולדווין bale בייל balili בלילי balilty בלילטי balin באלין balk באלק balkenende בלקנאנדה ball בול ballack באלאק ballard באלרד ballard בלארד ballmer באלמר balotelli באלוטלי baloush בלוש balsamo בלסאמו balta בלטה balti בלטי baltiev בלטייב baltimore בולטימור baltsan בלצן balzaretti בלזארטי bamba במבה bambang באמבאנג bamber באמבר bambi במבי bamir באמיר bana באנה banai בנאי banana בננה banana and bacon sandwich Peanut butter בננה וקותלי חזיר כריך חמאת בוטנים banay בנאי banchini באנקיני band בנד banderas בנדרס bandura בנדורה bangura באנגורה banhart בנהארט banin בנין banks בנקס banksy בנקסי bannister בניסטר bannon באנון baquero בקרו bar בר barack ברק barad ברד barak ברק barakat ברכאת barakeh ברכה baram ברעם baramidze ברמידזה baranski ברנסקי barashi בראשי barbara ברברה barbarez ברברז barbash ברבש barber בארבר barber ברבר barbery ברברי barbiro ברבירו barbivai ברביבאי barbosa ברבוזה barbosa ברבוסה barbra ברברה barbu בארבו barclay ברקלי barda ברדה bardanashvili ברדנשווילי bardem ברדם bareilles ברליס barel בראל barenboim בארנבוים baresi בארזי barghouti ברגותי bargnani ברניאני barhom ברהום baricco בריקו barihun בריהון barkai ברקאי barkan ברקן barkat ברקת barkay ברקאי barker בארקר barkhad ברקהאד barkin בארקין barkley ברקלי barks בארקס barlow בארלו barlowe בארלו barmby בארמבי barmettler בארמטלר barnard ברנרד barnatan ברנתן barnea ברנע barnes בארנס barnett ברנט barnetta ברנטה barney ברני baron בארון baron ברון barouch ברוך barr בר barra בארה barrantes בראנטס barratier בארטייה barraza בראסה barret בארט barretta ברטה barrie ברי barrientos באריינטוס barrios באריוס barro בארו barrondo בארונדו barros בארוס barrow בארו barrowman בארומן barry בארי barry ברי barrymore ברימור barshim בראשים barsukov ברסוקוב bart בארט bart ברט bartal ברטל bartana ברתנא barthez בארטז bartlett ברטלט bartoletta ברטולטה bartoli ברטולי barton ברטון bartov ברטוב bartra ברטרה bartram ברטרם bartz בארץ baruch ברוך baruchyan ברוכיאן baryshnikov ברישניקוב barzagli ברצאלי barzani ברזאני barzel ברזל barzilai ברזילי bas באס basat בסט basel באסל bash באש bash בש bashkirova בשקירובה bashmet בשמט basilashvili בסילשווילי basile באזיל basile באסילה basinas באסינס basindawa בסינדוואה basinger בייסינגר baskin בסקין basler באסלר basri בצרי bass באס bassam באסם bassam בסאם bassan בסן bassel באסל bassem בסאם bassett באסט bassey באסי basshunter בסהאנטר basso באסו basten באסטן bastian בסטיאן baston באסטון bastos באסטוס bastrykin בסטריקין bat בת batali בטאלי batalov בטלוב batarseh בטארסה bates בייטס batiashvili בטיאשווילי batista באטיסטה batista בטיסטה batiste באטיסט batistuta בטיסטוטה batshuayi בטשואיי battier באטייה battiston בטיסטון battle באטל batum באטום baturina בטורינה bauer באואר bauman באומן baumann באומן baumgartlinger באומגרטלינגר baumgartner באומגרטנר baumjohann באומיוהאן bautista בטיסטה bavly בבלי baxendale בקסנדייל bay ביי baya בייה baye ביי bayer באייר bayly ביילי baz באז bazemore בייזמור bea בי beagle ביגל beal ביל beale ביל beamon בימון bean בין bear בר beard בירד bearse בירס beasley ביזלי beatriz באטריס beatty ביטי beatty בייטי beaubois בובואה beauvue בוויו bebe ביבי bebeto בבטו becca בקה bechara בשארה beck בק beckel בקל beckenbauer בקנבאואר becker בקר beckett בקט beckham בקהאם beckinsale בקינסייל becky בקי bedelia בדליה bedingfield בדינגפילד bedoya בדויה beek ביק beemer בימר beer בר beesley ביזלי beevor ביוור begala בגאלה beglov בגלוב beha בהה behagen בהגן behar בהר behrami בהראמי behrang בחראנג behring ברינג beilin ביילין bein ביין beinart ביינרט beinisch ביניש beisel בייזל beitashour ביתאשור bekele בקלה bekmambetov בקממבטוב belafonte בלפונטה belanov בלאנוב belenko בלנקו belgium השני belgium פיליפ beligan בליגן belinda בלינדה belinelli בלינלי belisario בליסריו belkin בלקין bell בל bella בלה bellamy בלאמי bellarabi בלראבי belleli בללי bellen בלן bellisario בליסאריו bellisario בליסריו bello בלו bellows בלוז belmonte בלמונטה belo בלו beloki בלוקי belote בלוט belova בלובה beltran בלטרן belykh בליך bem בם ben בן benacerraf בנאסרף benachour בנאשור benado בנדו benaglio בנאליו benassi בנאסי benatar בנאטר benatia בנעטיה benayahu בניהו benayoun בניון bender בנדר bendis בנדיס bendtner בנדטנר benedek בנדק benedict בנדיקט benedict השישה benediktsson בנדיקטסון benes בניס bengtsson בנגטסון benh בן benhabib בנחביב benicio בניסיו benigni בניני bening בנינג benito בניטו benizri בניזרי benjamin בנימין benjamini בנימיני benkler בנקלר benlulu בנלולו benn בן bennet בנט bennett בנט benni בני benny בני beno בנו benoist בנויסט benoit בנואה benson בנסון bensouda בנסודה bent בנט bentaleb בנטאלב bente בנטה benteke בנטקה bentley בנטלי bento בנטו benton בנטון bentov בנטוב bentzi בנצי benvenisti בנבנישתי benvenisti בנבנשתי beny בני benyamin בני benzema בנזמה beram בירם berbatov ברבאטוב bercu ברקו berdimuhamedow ברדימוחמדוב berdyev ברדייב berel ברל beren ברן berenbaum ברנבאום berenika ברניקה berezovsky ברזובסקי berezutski ברזוצקי berg ברג berganza ברגנצה bergdahl ברגדאל bergen ברגן bergendahl ברגנדהאל berger ברגר bergessio ברחסיו berggren ברגרן berggruen ברגרואין berghe ברגה bergkamp ברגקאמפ bergman ברגמן bergmann ברגמן bergner ברגנר bergqvist ברגקוויסט berick בריק berisha בארישה berisha ברישה berizzo בריסו berkley ברקלי berko ברקו berkoff ברקוף berktay ברקטאי berkus ברקוס berland ברלנד berlusconi ברלוסקוני berman ברמן bermeister ברמייסטר bernadette ברנדט bernanke ברננקי bernard ברנאר bernard ברנארד bernard ברנרד bernardo ברנרדו bernat ברנאט bernaus ברנאוס bernd ברנד bernhard ברנהרד bernhard ברנרד bernie ברני bernstein ברנסטין bernstein ברנשטיין bernt ברנט berri ברי berrington ברינגטון berry ברי berryman ברימן bert בארט bert ברט berta ברטה berthelsen ברתלסן berthold ברטולד berti ברטי bertie ברטי bertinelli ברטינלי bertoni ברטוני bertotti ברטוטי bertrand ברטראן bertrand ברטרנד besarion בסריון besart בסארט beshear בישיר besson בסון best בסט bestemianova בסטמינובה betancur בטנקור betsy בטסי bett בט bettany בטאני bette בט bettega בטגה bettel בטל better בטר bettina בטינה bettini בטיני bettman בטמן betty בטי beutler בויטלר bevan ביוואן beverley בוורלי beverly בוורלי beyar ביאר beyer באייר bezalel בצלאל bezaly בצלי bezem בזם bezmozgis בזמוזגיס bezsonov בסונוב bhabha באבא bialik ביאליק bianca ביאנקה bianchi ביאנקי bibas ביבס bibby ביבי bibi ביבי bibiana ביביאנה bibras ביברס bichman ביכמן bichsel ביקסל bidouane בידואן bidzina בידזינה biedermann בידרמן biehn ביהן bielsa בייאלסה bielski בילסקי bier בייר bierhoff בירהוף biermann בירמן bietak ביטאק big ביג bigelow ביגלו biglia ביגליה bignone ביניונה biham ביהם bilan בילאן bilardo בילארדו bildt בילדט biles ביילס biletzki בילצקי biliary tract and pancreas Disorders of gallbladder בדרכי המרה ובלבלב קטגוריה:הפרעות בכיס המרה bill ביל bille בילה billie בילי billy בילי bilu בילו bilyaletdinov ביליאלטדינוב bilzerian בילזריין bimro בימרו bin בן bin סעודיה bina בינה bing בינג bing פרנסיס binguila בינגילה binjamin בנימין binnig ביניג bino בינו binyamin בנימין binz בינץ biondi ביונדי biran בירן birbraer בירבראייר bird בירד birdman בירדמן birenbaum בירנבאום birgit בירגיט birindelli בירינדלי birkir בירקיר birnbaum בירנבאום birnbaum בירנבוים birnboim בירנבוים birtwistle ברטוויסל biruk בירוק biryukov ביריוקוב bisbal ביסבל bisco ביסקו bishara בשארה bisky ביסקי bismack ביסמאק bismarck ביסמרק bisson ביסון bitan ביטן biton ביטון bittencourt ביטנקורט bitton ביטון biya בייה biyombo ביומבו bizanski ביזנסקי bizimungu ביזימונגו bizzy ביזי bjarke ביארק bjarnason ביארנסון bjarne ביארן bjarne ביארנה bjarni ביארני bjelica בייליצה blacc בלאק black בלאק black בלק black פרנק blackburn בלקברן blackman בלאקמן blaine בליין blair בלייר blaise בלז blake בלייק blakely בלייקלי blakley בלקלי blanc בלאן blanchard בלנשרד blanchett בלאנשט blanco בלאנקו blandiana בלנדיאנה blank בלאנק blankfein בלנקפיין blanks בלנקס blasi בלאסי blasio בלאזיו blasis בלאסיס blatnjak בלאטניאק blatt בלאט blatter בלאטר blau בלאו blavatnik בלווטניק blaylock בליילוק bleckner בלקנר bledel בלדל bledsoe בלדסו bleek בליק bleiberg בלייברג bleibtreu בלייבטרוי blejer בלכר blendi בלנדי blessed בלסד blessing בלסינג blethyn בלתין bleu בלו bley בליי blich בליך blind בלינד bliss בליס blitzer בליצר blix בליקס bliznashki בליזנאשקי bloch בלוך block בלוק blokhin בלוחין blomkamp בלומקאמפ blomstedt בלומסטדט blondy בלונדי blonsky בלונסקי bloom בלום bloomberg בלומברג blu בלו blue בלו blum בלום blumenthal בלומנטל blunt בלאנט bly בליי bo בו boa בואה boal בול boateng בואטנג boaz בועז boaz בעז bob בוב boban בובאן bobby בובי bobby פרנקלין boc בוק boca בוקה bocanegra בוקאנגרה boccoli בוקולי bock בוק bocuse בוקיז bode בודה bode בודי bodek בודק bodinger בודינגר bodipo בודיפו bodiroga בודירוגה bodnia בודניה bodo בודו boehm בם boenisch בניש boer בור boeri בוארי boff בוף bofill בופיל bogarde בוחארדה bogdan בוגדאן bogliacino בוגליאסינו bogues בוגס bogut בוגוט bohadana בוהדנה bohbot בוחבוט bohdan בודן boholyubov בוגולובוב boitano בויטנו bojana בויאנה boka בוקה boker בוקר bokova בוקובה bolat בולאט bolatti בולאטי bolcom בולקום boldon בולדון boli בולי boll בול bolling בולינג bolo בולו bolocco בולוקו bolotin בולוטין bolt בולט bomer בומר bommel בומל bonano בונאנו bond בונד bondar בונדר bondarenko בונדרנקו bondarev בונדארב bonds בונדס bone בון boneh בונה bonelli בונלי bonera בונרה bonham בונהם bonhof בונהוף boniek בונייק bonini בוניני bonner בונר bonneville בונוויל bonney בוני bonni בוני bonnie בוני bono בונו bony בוני bonzi בונזי booboo בובו booker בוקר boom בום boone בון boonen בונן boozer בוזר bordin בורדין bordo בורדו bordon בורדון bordonaba בורדונבה boreanaz בוריאנז borges בורחס borghi בורגי borimirov בורימירוב borini בוריני boris בוריס borislav בוריסלב borissov בוריסוב borja בורחה borjan בוריאן borkovsky בורקובסקי borland בורלנד borman בורמן bornstein בורנשטיין borochovski בורוכובסקי borowka בורובקה borowski בורובסקי borre בורה borriello בוריילו borstein בורסטיין bortnikov בורטניקוב boruc בורוץ boruchovsky בורוחובסקי borut בורוט borzov בורזוב bosco בוסקו bosh בוש bosque בוסקה bossino בוסינו bossis בוסיס bossut בוסו bostain בוסטיין bostwick בוסטוויק bosz בוס boteach בוטח botero בוטרו botstein בוטשטיין bott בוט botta בוטה bottom and versatile Top אקטיביות ופסיביות botton בוטון bottum בוטום botzer בוצר boualem בואלם bouba בובה boubacar בובכר boublil בובליל boudewijn בודווין boudou בודו boukhobza בוקובזה boulahrouz בולארוז bould בולד bouley בולה boullata בולאטה boulmerka בולמרכה boulud בולו bouquet בוקה bouquin בוקן bourdain בורדיין bourousis בורוסיס bouskilla בוסקילה bout בוט boutella בוטלה boutros בוטרוס bouvier בובייה bovell בובל bow באו bowden בוודן bowe בו bowen בואן bowers באוורס bowersock בואורוק bowie בואי boxer בוקסר boxleitner בוקסלייטנר boxx בוקס boy בוי boyarin בויארין boyarsky בויארסקי boyce בויס boyd בויד boyer בויר boykin בויקין boykins בויקינס boyko בויקו boyle בויל braafheid בראפהייד brabbins בראבינס bracco בראקו bracey ברייסי brad בראד bradbury ברדבורי bradford ברדפורד bradley בראדלי bradshaw בראדשו bradshaw ברדשאו brady בריידי braff בראף braga בראגה braggs בראגס braha ברכה braham ברהם brahimi ברהימי brailovsky בריילובסקי bram בראם branagh בראנה branco ברנקו brand בראנד brand ברנד brandauer ברנדאואר brando ברנדו brandon ברנדון brandt בראנדט brandt ברנדט brandur ברנדור brandy ברנדי branko ברנקו brannon בראנון branover ברנובר branstad ברנסטאד brar בראר bras בראס bratton בראטון brauer בראואר braun בראון braunstein בראונשטיין braverman ברוורמן bravo בראבו braxton ברקסטון bray בריי brayer ברייאר breckin ברקין breel בריל bregman ברגמן brehme ברמה breitner ברייטנר breivik בריוויק bremner ברמנר brenda ברנדה brendan ברנדן brendel ברנדל brendon ברנדון brener ברנר brenes ברנס brenneman ברנמאן brenner ברנר brenninger ברנינגר brent ברנט brenton ברנטון bresciano ברשיאנו breslin ברסלין bret ברט brett ברט breukelen ברויקלן brewer ברואר breyer ברייר brezis ברזיס breznitz ברזניץ brian בריאן briana בריאנה brianna בריאנה brick בריק brickowski בריקובסקי brie ברי briers בריירס brightman ברייטמן brigitha בריגיטה brigitte בריגיטה brillant בריאן brin ברין brinkley ברינקלי brisker בריסקר brit בריט britney בריטני britt בריט britta בריטה brittany בריטני brittney בריטני britto בריטו brizon בריזון broad ברוד broccoli ברוקולי brod ברוד broder ברודר broderick ברודריק brodeur ברודר brodny ברודני brody ברודי brolin ברולין brom ברום bromell ברומל bromer ברומר bron ברון bronfman ברונפמן bronte ברונטה brook ברוק brooke ברוק brooklyn ברוקלין brooks ברוקס brosch ברוש brosh ברוש broshi ברושי brosnan ברוסנן brossou ברוסו brother of Jesus James יעקב הצדיק brother of Jesus Jude אחי ישו יהודה brothers בריאן brothers דארדן brothers פארלי browder בראודר brown בראון brown ברואון brownback בראונבק browne בראון browning בראונינג brownlee בראונלי broza ברוזה bruce ברוס bruck ברוק bruen ברואן bruford ברופורד bruijn ברוין brumer ברומר brun ברון bruner ברונר bruni ברוני bruno ברונו brunson ברונסון bruria ברוריה brusnikina ברוסניקינה brust בראסט bruyne בראונה bruyneel ברוינל bryan בראיין bryan בריאן bryan ומייק bryant בראיינט bryant בריאנט bryce ברייס bryce בריס brych בריך brylska ברילסקה bryshere ברשיר bryson ברייסון bryzhina בריזגינה buarque בוארקי bubka בובקה buchanan ביוקנן buchbinder בוכבינדר bucher בוכר buchsenbaum בוקסנבוים buchwald בוכוואלד buck באק buckethead באקטהד buckley באקלי buckmaster בקמסטר buckner באקנר buckwild באקווילד buddy באדי budenholzer בודנהולצר budhia בודיה buena בואנה bueno בואנו buergenthal בורגנטל buffett באפט buffon בופון buford ביופורד buhari בוהארי bujar בויאר bukari בוקארי bukharov בוחארוב bukovsky בוקובסקי bukstein בוקשטיין buljat בולייאט bull בול bullock בולוק bulus בולוס bum בום bumba בומבה bundea בונדיאה bunton בנטון bunyan בניאן buonanotte בונאנוטה burawoy בוראווי burdenski בורדנסקי burg בורג burgan ביורגן burger בורגר burgh בורג burgh ברג burke בורק burkhalter בורקהלטר burley ברלי burn ברן burnett ברנט burnham בורנהאם burning ברנינג burns ברנז burns ברנס burrell בארל burrell בורל burris בריס burrows בורוז burstein בורשטיין burston בורסטון burstyn בורסטין burstyn בורשטיין bursztyn בורשטיין burt ברט burtenshaw ברטנשו burton ברטון burwell בורוול burwell ברוול burwitz בורוויץ busbee באסבי buscemi בושמי busey ביוסי bush בוש bushinsky בושינסקי bushnell בושנל buskila בוסקילה busquets בוסקטס busta באסטה busuttil בוסוטיל butler באטלר butler בטלר butt באט butterfield באטרפילד buuren בורן buvaisar בובאיסר buyten בויטן buzaglo בוזגלו buzovski בוזובסקי buzz באז buzzi באזי bwalya בוואליה byers ביירס bykanov ביקנוב bykova ביקובה bykovsky ביקובסקי bynes ביינס bynum ביינום byrne ביירן byron ביירון byshovets בישובץ bystrov ביסטרוב caan קאן caanen קאנן cabaye קבאי cabel כבל cabezas קבסאס cabot קאבוט cabra כברה cabral קאברל cabral קברל cabrini קבריני cacau קאקאו cadel קאדל caeleb קיילב caesar סיזר caetani קטאני caetano קייטנו caffet קפה cafu קאפו cagnotto קניוטו cahill קייהיל caicedo קאייסדו caillat קאליי cain קיין caine קיין calabro קלאברו calatrava קלטרווה calderon קלדרון caldwell קלדוול calf קאלף caligiuri קליגיורי calista קליסטה calle קאל callies קליס calligaris קליגאריס callow קאלו calmat קלמט calvano קאלבנו calvin קלווין calvo קלבו cam קאם camargo קמרגו cambiasso קמביאסו cambronero קמברונרו camby קמבי camelia קמליה cameron קמרון camila קמילה camille קאמי camille קאמיל camilleri קמילרי camilo קאמילו camoranesi קאמורנזי camp קמפ campagnaro קמפאניירו campbell קמפבל campos קמפוס camryn קמרין camus קאמוס cana צאנה canales קנאלס candace קנדיס candela קנדלה candice קנדיס candis קנדיס candreva קאנדרבה candy קנדי canio קאניו cannavale קנאבלי cannavaro קנבארו cannon קנון cantona קאנטונה cantor קנטור cantwell קנטוול canuto קאנוטו capaldi קפלדי capecchi קפקי capela קפלה capello קאפלו capers קייפרס capito קפיטו caplan קפלן capleton קייפלטון capparoni קאפארוני capria קפריה capriles קפרילס capshaw קאפשו cara קארה carax קראקס carbajal קרבחאל carbonell קרבונל carbonero קרבונרו card קארד cardin קרדין cardin קרדן cardinale קרדינלה cardoso קרדוזו cardozo קרדוסו careca קארקה carell קארל carey קארי carfagna קרפניה carice קאריס caridee קרידי carina קרינה carine קארין carl קארל carl קרל carla קרלה carle קרל carlebach קרליבך carles קרלס carlgren קארלגרן carli קרלי carlin קרלין carlisle קרלייל carlo קרלו carlon קרלון carlos ספרד carlos קרלוס carlsen קרלסן carlsson קרלסון carlton קרלטון carly קארלי carly קרלי carlyle קרלייל carme קארמה carmel כרמל carmela כרמלה carmelo כרמלו carmen כרמן carmi כרמי carmichael קרמייקל carmit כרמית carmon כרמון carmona קארמונה carnell קארנל caro קארו carol קרול carole קרול carolina קרולינה caroline קרוליין caroline קרולין carolyn קארולין carolyn קרולין caron קארון carpenter קרפנטר carper קרפר carr קאר carrera קאררה carrick קאריק carrie קארי carrie קרי carrisi קאריזי carrizo קאריסו carroll קארול carroll קרול carson קרסון carsten קארסטן carter קרטר cartes קארטס cartwright קארטרייט cartwright קרטרייט caruana קרואנה caruso קרוזו carvajal קרבחאל carvalho קרבאליו carvey קארווי cary קרי casay קסאי casciaro קאסיארו casemiro קאסמירו casey קייסי casilla קאסייה casillas קסיאס casiraghi קסיראגי casper קספר caspi כספי cassandra קסנדרה cassano קסאנו cassel קאסל cassell קאסל cassidy קסידי cassie קאסי casspi כספי casta קסטה castellaneta קסטלנטה castells קסטלס caster קסטר castillo קסטיו castro קסטרו caszely קאסלי cat קט cat קייט catalina קתלינה cate קייט caterina קטרינה cates קייטס catharine קתרין catherine קתרין cathy קאתי cathy קטי cathy קתי cathy קתרין catley קטלי cattrall קטרל catz כץ catz קאץ caulkins קולקינס cauwelaert קאווליר cavalli קוואלי cavanagh קוואנו cavanah קאוואנה cavani קבאני cave קייב cavenaghi קבנאגי cavendish קוונדיש cavill קאביל cayne קיין cazorla קאסורלה cazwell קאזוול cearense סראנסה cebanu סבאנו cece סיסי cecil ססיל cecilia ססיליה cedar סידר cedenio סדניו cedric סדריק ceesay סיסאי celia סיליה celine סלין celso סלסו censor צנזור cera סרה cercas סרקס cerezo סרסו cerf סרף cesar סיזר cesilie ססילי cetera סטרה ceulemans קולמנס chabert שאבר chabon שייבון chacour שקור chadli שאדלי chagrin שגרן chaikin חייקין chailly שאיי chaim חיים chait חייט chalfi חלפי chamakh שמאח chamillionaire קמיליונר chamish חמיש chamizer חמיצר chamoun שמעון channel שאנל chanoch חנוך chantal שנטל chappelle שאפל charalambidis חרלאמבידיס charisteas חריסטיאס charlaine שרלין charlene שרלין charles שארל charlotte שארלוט charlotte שרלוט charlotte שרלוטה charny טשרני chava חוה chazan חזן chazelle שאזל chazom חזום cheeks and maw Foreleg לחיים וקיבה זרוע chelli חלי chemi חמי chen חן cher שר cherie שרי cherlow שרלו cheryl שריל chet חת chetboun שטבון chetrit שטרית chevalier שבלייה chevrier שברייה chianese קיינסה chiara קיארה chico שיקו chidiac שידיאק chihi שיחי childbirth and the puerperium Pathology of pregnancy קטגוריה:הפרעות הקשורות להיריון וללידה chimbonda שימבונדה chivu קיבו chloe קלואי chochana שושנה chomsky חומסקי chord קורד chriqui שריקי chris כריס chris כריסטופר chriss כריס chrissie כריסי christa כריסטה christakis כריסטאקיס christensen כריסטנסן christian כריסטיאן christiane כריסטיאן christiansen קריסטיאנסן christie כריסטי christina כריסטינה christine כריסטין christof כריסטוף christoffer כריסטופר christofi חריסטופי christofias כריסטופיאס christoph כריסטוף christophe כריסטוף christopher כריסטופר christophers כריסטופרס christos כריסטוס christy כריסטי chweneyagae צוואנגה chyler קיילר ciara סיארה cicely סיסלי cicilline סיסליני cicinho סיסיניו cillessen סילסן cillian קיליאן ciman סימאן cindy סינדי ciprian ציפריאן cirroc סירוק cisse סיסה claes קלאס claflin קלאפלין claire קלייר clancy קלנסי clapton קלפטון clara קלרה clare קלייר claremont קלרמונט clarence קלרנס clares קלארס clark קלארק clarke קלארק clarkson קלארקסון clarkson קלרקסון clary קלרי clasie קלאסי claude קלוד claudel קלודל claudia קלאודיה claudia קלודיה claudie קלאודי claudio קלאודיו claudiu קלאודיו claus קלאוס clay קליי claye קליי claypool קלייפול clayton קלייטון clea קלואי cleary קלירי clegg קלג clemence קלמנס clemens קלמנס clement קלמנט clemente קלמנטה cleveland קליבלנד cleverley קלברלי cliff קליף clifford קליפורד clijsters קלייסטרס clint קלינט clinton קלינטון clive קלייב clodoaldo קלודואלדו cloete קלוטה close קלוז clotilde קלוטילד clunes קלונס clunie קלוני clyde קלייד clyne קליין cm פיליפ coates קואטס cobb קוב cobbs קובס coben קובן cobham קובהם cobie קובי cobos קובוס cochrane קוקריין cockburn קוברן coco קוקו cocu קוקו codrescu קודרסקו coduri קודורי cody קודי coe קו coelho קואלו coelho קואליו coetzer קוצר cohan כהן cohen כהן cohn כהן colaiuta קוליוטה colautti קולאוטי colbert קולבר colbie קולבי cole קול coleman קולמן colette קולט colfer קולפר colin קולין colinas קולינאס collar קויאר collette קולט collins קולינס collison קוליסון collor קולור collovati קולובאטי colm קולם colman קולמן colmes קולמס colo קולו colombo קולומבו colter קולטר colton קולטון coltrane קולטריין columbus קולומבוס colunga קולונגה colville קולויל coma קומה coman קומאן combs קומבס commerford קומרפורד compper קומפר comte de Lapérouse Jean-François de Galaup ז'אן-פרנסואה לה פרוז comte de Mirabeau Honoré Gabriel Riqueti אונורה מירבו comte de Rochambeau Jean-Baptiste Donatien de Vimeur הרוזן דה רושאמבו comte de Saint-Simon Claude Henri de Rouvroy קלוד-אנרי דה סן-סימון comte de Ségur Louis Philippe רוזן סגור לואי פיליפ condell קונדל condie קונדי condoleezza קונדוליזה conley קונלי conn קון connell קונל connelly קונלי connery קונרי connie קוני connolly קונולי connor קונור connors קונורס conny קוני conor קונור conrad קונרד conroy קונרוי considine קונסידיין constantin קונסטנטין constantinescu קונסטנטינסקו constantinos קונסטנטינוס contador קונטדור conte קונטה contento קונטנטו conti קונטי contino קונטינו contra קונטרה conway קונווי coogan קוגן cook סלים cook קוק coolio קוליו cooney קוני coons קונס cooper קופר cooter קוטר cope קופ copeland קופלנד copello קופיו copley קופליי coppell קופל copperfield קופרפילד coppola קופולה copti קובטי coquelin קוקלן corbijn קורביין corbin קורבין corey קורי corgan קורגן corin קורין corker קורקר cormac קורמק corman קורמן cornel קורנל cornelia קורנליה cornell קורנל cornish קורניש cornwell קורנוול corr קור correa קוראה corry קורי cortese קורטז cory קורי cosby קוסבי cosgrave קוסגרייב cosgrove קוסגרוב cosma קוסמה cosmin קוסמין costa קוסטה costa קושטה costacurta קוסטקורטה costanzo קוסטנזו costanzo קוסטנסו costas קוסטס costel קוסטל costello קוסטלו costinha קושטיניה costly קוסטלי costner קוסטנר cotillard קוטיאר cotler קוטלר cotton קוטון coughlin קוגלין coulais קולה coulter קולטר coupland קופלנד courau קורו couric קוריק court קורט courtenay קורטני courteney קורטני courtney קורטני courtois קורטואה cousins קאזינס cousy קוזי coutinho קוטיניו couto קאוטו couture קוטור coventry קובנטרי cowan קוואן cowboy העירום cowell קאוול cowen קוואן cowens קאונס cowlishaw קאולישו cox קוקס coxon קוקסון coyle קויל coyote קויוטי craig קרייג crane קריין cranham קרנהאם cranston קראנסטון crapp קראפ crawford קרופורד creator קריאייטור creveld קרפלד crews קרוז crimp קרימפ crin קרין crippen קריפן cris כריס crispin קריספין criss כריס crista קריסטה cristal קריסטל cristhian כריסטיאן cristian כריסטיאן cristiani כריסטיאני cristiano כריסטיאנו cristin כריסטין cristine כריסטין cristoforetti כריסטופורטי crocker קרוקר cronenberg קרוננברג crook קרוק crosa קרוסה crosbie קרוסבי crosby קרוסבי cross קרוס crouse קרוס crow קרואו crowe קרואו crowley קראולי crown נסיך crudup קרודופ cruise קרוז crumb קראמב cruz קרוז cruz קרוס crvenkovski צרבנקובסקי crystal קריסטל csokas קסוקס cuadrado קוואדראדו cuban קיובן cube קיוב cuco קוקו cudi קאדי cudlitz קודליץ cue קיו cuenca קואנקה culkin קאלקין culkin קולקין cullen קאלן culp קאלפ culson קולסון cumbul קומבול cumming קאמינג cummings קאמינגס cumrun קומרון cunin קונין cunniffe קאניף cunningham קנינגהם cuoco קווקו cuomo קואומו curatola קורטולה curry קארי curry קורי curry קרי curtis קרטיס cusack קיוזאק cusick קיוזיק cussler קאסלר cutugno קוטוניו cybill סיביל cyndi סינדי cynthia סינתיה cyril קירל cyrus סיירוס d דה d די da דה daabas דעאבס dabbah דבאח dabney דבני dabo דאבו dabour דאבור dacascos דקסקוס dacourt דאקור daddy דאדי daddy דדי dadrian דאדריאן dae דיי daei דאי dafna דפנה dafne דפנה dafoe דפו dagan דגן dagny דאגני dahan דהאן dahan דהן dahari דהרי dahl דאהל dahl דאל dahlan דחלאן dahlin דאלין dai דיי daibes דעיבס dailey דיילי daisy דייזי daklon דקלון dakota דקוטה dalal דלאל dalaras דאלארס daldry דלדרי dale דייל dalembert דלמברט daley דיילי dalglish דלגליש dalia דליה daliah דליה dalit דלית dallas דאלאס dallon דלון dalton דלטון dalumi דלומי daly דיילי damari דמארי damasio דמסיו dambisa דמביסה dami דאמי damian דמיאן damien דמיאן damilano דמילנו damon דיימון dampier דמפיר damrau דאמראו damti דמתי dan דן dan דני dan דניאל dana דאנה dana דיינה dana דנה danai דנאי dancy דנסי dane דיין daneliya דאנליה danell דאנל danes דיינס dangor דנגור dani דני dani דניאל dania דניה danica דניקה daniel דן daniel דני daniel דניאל daniela דניאלה daniele דניאלה danielian דניאליאן daniella דניאלה danielle דניאל daniels דניאלס danilo דנילו danilov דנילוב danin דנין danino דנינו danker דנקר dankner דנקנר danna דנה dannel דן danni דני dannii דני danny דני danny דניאל dano דאנו dano דנו danon דנון danson דנסון dante דאנטה dante דנטה dantley דאנטלי danuta דנוטה dany דני danyon דניון danza דנזה danziger דנציגר daoud דאוד daphne דפנה daphne דפני daphni דפני dappy דאפי dara דארה darabont דרבונט daraselia דרסליה darcy דארסי darden דארדן dardenne האחים daria דריה darijo דאריו dario דאריו dario דריו dariusz דריוש darko דארקו darl דארל darmian דרמיאן daron דארון darrell דארל darren דארן darrieux דארייה darron דארון darryl דריל darski דרסקי darvill דארוויל darwish דרוויש darwish דרויש darya דריה daryl דריל dasa דסה dasayev דסאייב dascal דסקל dash דאש dati דאטי daubechies דובישי daud דאוד daugherty דוהרטי daughter of Demetrius I of Georgia Rusudan רוסודן daughter of George III of Georgia Rusudan רוסודן daughtry דוטרי daum דאום davari דבארי dave דייב dave דייוויד davenport דאבנפורט davenport דבנפורט david דאב david דוד david דודו david דויד david דיוויד david דייוויד david דייויד davide דויד davidi דוידי davidov דוידוב davids דווידס davidson דוידזון davidzada דוידזאדה davies דייוויס davis דוויס davis דיוויס davis דייוויס davison דוויסון davison דייוויסון davit דוד davydenko דווידנקו davydov דבידוב davydova דוידובה dawn דון dawson דאוסון dawson דוסון day דאי day דיי dayan דיין dayanara דיאנרה dayron דאירון dayton דייטון daz דאז de דה dea דאה deal דיל dean דין deane דין deanna דיאנה deaton דיטון deb דב debbie דבי debby דבי debi דבי debicki דביקי deborah דבורה deborah דברה debra דברה debuchy דבושי decker דקר deco דקו dedi דדי dee די deena דינה def דף defar דפאר defour דפור degan דגן degen דגן dego דגו dehaan דיהן deif דף deighton דייטון dein דין deisenhofer דייזנהופר deisler דייסלר dejan דיאן dekel דקל dekker דקר del דל dela דלה deladonchamps דלאדונשאן delany דלייני dele דלה delevingne דלווין delfino דלפינו delgado דלגאדו delila דלילה delillo דלילו delinsky דלינסקי delisle דליל dell דל dellas דלאס delle דלה delon דלון delonte דלונטה delph דלף delron דלרון delroy דלרוי delson דלסון delta דלתא deluna דלונה demar דמאר demarcus דמרקוס demarre דמארה demba דמבה dembo דמבו dementieva דמנטייבה demetradze דמטרדזה demetrio דמטריו demetris דימטריס demetris דימיטריס demi דמי demnig דמניג demond דמונד demont דמונט dempsey דמפסי demus דמוס demyanenko דמיאננקו den דן den דר dendy דנדי deneuve דנב deng דנג denis דני denis דניס denise דניס denisov דניסוב denmark השנייה dennehy דנהי dennett דנט dennings דנינגס dennis דניס denys דניס denzel דנזל denzil דנזל deon דיון depay דפאי der דר derakhshan דרחשאן derdiyok דרדיוק derek דרק deri דרעי deripaska דריפסקה dermeersch דרמירס dermer דרמר dermot דרמוט dern דרן deron דרון deron דרן derozan דרוזן derren דרן derrick דריק dershowitz דרשוביץ dervla דרוולה deryck דריק desai דסאי desailly דסאי desalegn דסלן desbois דבואה deschamps דשאן deschanel דשנל describe דיסקרייב deseine דסיין desiree דזירה desmon דזמון desmond דזמונד desplat דספלה destro דסטרו detlef דטלף deutch דויטש deutsch דויטש deutscher דויטשר deutschkron דויטשקרון dev דב devendra דבנדרה dever דיוור devers דיברס devi דווי devin דווין devon דבון devos דבו dewitt דוויט dey דיי dgani דגני dhafer דאפר dhavernas דברנה dhiri דירי dhoinine דואנינה dhorasoo דוראסו di די dia דיא diaby דיאבי diahann דיאן diamandis דיאמנדיס diamant דיאמנט diamant שושן diamantidis דיאמנטידיס diamon דיימון diamond דאימונד diamond דיאמונד diamond דיימונד diamont דיאמונט diana דיאנה diane דיאן dianna דיאנה dianne דיאן diarra דיארה dias דיאס diaw דיאו diaz גאררו diaz דיאז diba דיבה dibaba דיבאבה dibiasi דיביאזי dicaprio דיקפריו dichter דיכטר dick דיק dickinson דיקינסון dida דידה didava דידאווה didavi דידאבי didier דידייה didier דידייר dido דיידו diebel דיבל diego דייגו dien דיין dier דייר diers דירס diesel דיזל dieter דיטר dietmar דיטמר dietrich דיטריך dietzsch דיטש diffie דיפי difranco דיפרנקו diges דיחס digne דין dijkstra דייקסטרה dikembe דיקמבה dikla דקלה dileita דליטה dilip דיליפ dill דיל dillane דיליין dillard דילארד dillen דילן dillinger דילינגר dillman דילמן dillon דילון dilma דילמה dilmoni דילמוני dima דימה dimitar דימיטאר dimitar דימיטר dimitra דימיטרה dimitri דימיטרי dimitriades דימיטריאדס dimitris דימיטריס dimitrov דימיטרוב dimov דימוב dimsdale דימסדייל din דין dina דיינה dina דינה dinamite דינמיטה dinara דינארה dindane דינדאן ding דינג dingwall דינגוול dini דיני diniyar דיניאר diniyev דינייב diniz דיניץ dino דינו dinoire דינואר dinstein דינשטיין dinur דינור dion דיון dionne דיון diop דיופ diouf דיוף diplo דיפלו dirado דיראדו dirani דיראני dirar דיראר dirceu דירסאו dirie דירי dirk דירק dirnt דירנט diskin דיסקין ditmar דיטמר dityatin דיטיאטין ditzanny דיצני divac דיבאץ divock דיבוק dix דיקס dixit דיקסיט dixon דיקסון dmitri דמיטרי dmitry דמיטרי dmytro דימיטרי doblas דובלאס dobrev דוברב dobrin דוברין dobrovolski דוברובולסקי dobrynska דוברינסקה doc דוק dockery דוקרי docter דוקטר doctorow דוקטורוב dodik דודיק dodson דודסון doerr דואר dogg דוג dohan דוהן doherty דוהרטי doina דוינה dolan דולאן dolan דולן dole דול dolev דולב dolina דולינה doll דול dolly דולי dolores דולורס dolph דולף domantas דומנטאס domb דומב dombrovskis דומברובסקיס domenech דומאנק domenick דומיניק domenico דומניקו domhnall דונל domingues דומינגז dominic דומיניק dominik דומיניק dominique דומיניק don דון don't tell Don't ask אל תספר אל תשאל don't tell Show הראיה donadoni דונאדוני donald דונלד donaldson דונלדסון donilon דונילון donkova דונקובה donna דונה donne דון donnelly דונלי donnersmarck דונרסמארק donnie דוני donohoe דונוהו donovan דונובן donskoy דונסקוי dontaye דונטה donyell דונייל doohan דוהאן dooley דולי doorn דורן dor דור dora דורה dorbor דורבור dore דורי dorel דוראל dorenko דורנקו dorff דורף dorfman דורפמן dorfner דורפנר dori דורי dorin דורין doris דוריס dorit דורית dorman דורמן dormer דורמר dorn דורן dorner דורנר doron דורון doronina דורונינה dorothy דורותי dorrit דורית dorst דורסט dory דורי dos דוס dost דוסט dotan דותן dotcom דוטקום dothan דותן dotrice דוטריס doubai דובאי doug דאג doug דאגלס dougie דאגי douglas דאגלס douglas דגלס douglas דוגלאס doumbia דומבייה dourif דוריף doutzen דואוצן douwe דווה dov דב dov דוב dov דובי dov דובער dove דאב dover דובר dovev דובב dovid דוד dovizioso דוביציוזו dovrat דוברת dowell דאוול dowker דווקר downey דאוני downing דאונינג downs דאונס doyle דויל doze דוזה dozier דוזייר dragan דראגן draghi דראגי dragila דרגילה drahi דרהי draigor דרייגור drake דרייק draper דרייפר drawn and quartered Hanged גרירה וביתור תלייה draxler דראקסלר draymond דריימונד drechsler דרקסלר dreher דרהר dreifuss דרייפוס dremmler דרמלר drenthe דרנטה drescher דרשר dressel דרסל dresselhaus דרסלהוז dresta דרסטה drew דרו drexler דרקסלר dries דריס driks דריקס drinkwater דרינקווטר driscoll דריסקול driver דרייבר drobles דרובלס drogba דרוגבה drop out tune in Turn on נשור התעורר הדלק dror דרור drora דרורה drori דרורי drouin דרואין drover דרובר drucker דרוקר drukman דרוקמן drummond דראמונד drymon דריימון du דו duan דואן duani דואני duba דובא duberstein דוברשטיין dubrovin דוברובין duc de Tallard Camille d'Hostun דוכס טאלאר קאמי ד'אוסטן duc de Villeroy François de Neufville דוכס וילרואה פרנסואה דה נוויל ducasse דיקאס ducey דוסי duchin דוכין duchovny דוכובני duda דודה dudai דודאי dudamel דודאמל dudek דודק dudi דודי dudu דוד dudu דודו dudu דודי duesberg דוסברג duff דאף duffy דאפי duflo דופלו dufresne דופרסן dugan דוגן dugarry דוגארי duhalde דואלדה duhamel דוהאמל dukakis דוקאקיס duke דיוק duki דוקי dulli דולי dumas דומא dumitrescu דומיטרסקו dumitru דומיטרו dumont דומונט dunaway דאנאוויי dunayevsky דונייבסקי duncan דאנקן dundee דאנדי dunga דונגה dungey דאנגי dunham דנהאם dunietz דוניץ dunlap דאנלופ dunmore דנמור dunn דאן dunne דאן dunst דנסט dupree דופרי duque דוקה durance דוראנס durand דוראנד durand דורנד durant דוראנט durbin דרבין durm דורם duro דורו durst דורסט duscher דושר dushku דושקו dustin דסטין duterte דוטרטה dutoit דיטואה dutton דאטון duvall דובאל duvall דובל duwaik דוויק dux דוקס duyshebaev דושיבאייב dvalishvili דבאלישווילי dvir דביר dviri דבירי dwan דוואן dwayne דוויין dwek דואק dwight דווייט dwyane דוויין dyakov דיאקוב dyan דיאן dybala דיבאלה dye דיי dyego דייגו dyk דייק dyke דייק dyken דיקן dylan דילן dyson דייסון dyumin דיומין dzagnidze דזאגנידזה dzagoev דזגוייב dzmitry דמיטרי dzodzuashvili דזודזואשווילי dzyuba דזיובה eagleton איגלטון eamon איימון eamonn איימון earl ארל earnshaw ארנשואו easton איסטון eastwood איסטווד eaton איטון ebadi עבאדי ebanks איבנקס ebbe אבה eben אבן eberle אברלה ebner אבנר eby אבי ecaterina אקטרינה eccleston אקלסטון eck אק eckart אקארט eckhart אקהרט eckstein אקשטיין ed אד ed אדוארד edberg אדברג eddie אדוארד eddie אדי eddy אדי eddy עדי edel אדל edelman אדלמן edelstein אדלשטיין eden אדן eden עדן eder אדר edgar אדגר edi אדי edie אידי edinson אדינסון edita אדיתה edith אדית edmondson אדמונדסון edmund אדמונד edmundson אדמונדסון edna אדנה edna עדנה edo אדו edri אדרי edson אדסון eduard אדוארד eduardo אדוארדו edvard אדוורד edward אדוארד edward אדוורד edwards אדוארדס edwin אדווין edzard אדזארד eero אירו eeva אווה efe אפה effenberg אפנברג effi אפי efi אפי efim יפים efraim אפרים efrat אפרת efrati אפרתי efrem אפרם efroimski אפרוימסקי efron אפרון efroni עפרוני egan אגן egan איגן eger אגר egerszegi אגרסגי eggar אגר eggers אגרס eggleston אגלסטון eggold אגולד ego and super-ego Id מודל הנפש הפרוידיאני egon אגון egor ייגור egoyan אגויאן egozi אגוזי ehn אן ehrenreich ארנרייך ehrentreu ארנטרוי ehrhardt ארהרדט ehud אהוד ehud אודי eichenwald איכנולד eichler אייכלר eike אייקה eiland איילנד eilat אילת eileen איילין eilona אילונה eilts איילטס einat עינת einaudi אינאודי einav עינב einbinder איינבינדר einhorn איינהורן eisenman אייזנמן eisner אייזנר eitam איתם eitan איתן eithan איתן eival עיבל eizenberg איזנברג eizenkot איזנקוט eka אקה ekaterina יקטרינה ekland אקלנד el אל elad אלעד elaine איליין elaine אליין elana אלאנה elano אלאנו elazar אלעזר elazari אלעזרי elba אלבה elbaum אלבוים elbaz אלבז elchanan אלחנן eldad אלדד eldar אלדר eldard אלדרד elder אלדר eleanor אלינור electra אלקטרה elena אלנה elena הלנה elena ילנה eleni אלני elezra אלעזרא elfman אלפמן elfrid אלפריד elfriede אלפרידה elg אלג elgort אלגורט elgrably אלגרבלי elham אלהאם elhamed אלחמיד elhanan אלחנן elharar אלהרר eli איליי eli אלי eli אליהו eli עלי elia אליה eliad אליעד eliahu אליהו eliaquim אליקים elias אליאס eliasson אליאסון elie אלי eliezer אליעזר elihen אליחן elimelech אלימלך elin אלין elina אלינה elio אליו elior אליאור eliot אליוט eliran אלירן elis אליס elisabeth אליזבת elisabetta אליזבטה elise אליס elisha אלישע elishay אלישי eliso אליסו elitzur אליצור eliyahu אליהו eliza אלייזה elizabeth אליזבת elizur אליצור eljanov אליינוב elkabir אלכביר elkana אלקנה elkaslassy אלקסלסי elkayam אלקיים elkies אלקיס elkin אלקין ella אלה elle אל ellefson אלפסון ellen אלן ellenson אלינסון ellie אלי elling אלינג elliot אליוט elliott אליוט ellis אליס ellison אליסון ellsberg אלסברג elly אלי elm אלם elmaleh אלמלח elon אילון elon אלון elpida אלפידה elst אלסט elsztain אלשטיין eltahawy אלטחאווי elton אלטון elul אלול elvedi אלבדי elvin אלווין elvira אלבירה elvira אלווירה elvis אלביס elwes אלווס ely אלי elyakim אליקים elyaniv אליניב emam אמאם eman אימן emanuel עמנואל emanuelson אמנואלסון embolo אמבולו emeka אמקה emel אמל emelianenko אמליאננקו emenalo אמנלו emenike אמניקה emera אמרה emerson אמרסון emil אמיל emile אמיל emilia אמיליה emiliano אמיליאנו emilie אמילי emilio אמיליו emily אמילי emin אמין eminem אמינם emir אמיר emma אמה emmanuel עמנואל emmanuelle עמנואל emmelie אמילי emmerich אמריך emmy אמי emmylou אמילו emo אמו emomali אמומאלי emotional state and behaviour perception Symptoms and signs: Cognition מצבים רגשיים והתנהגות תפיסה קטגוריה:תסמינים וסימנים הקשורים להכרה emre אמרה emri אמרי emun אמון emuna אמונה enda אינדה ender אנדר enderlin אנדרלן eneda אנדה enes אנס engel אנגל engelbert אנגלברט englander אנגלנדר english אינגליש englund אנגלונד eni עיני eniola אניולה enith אניט enkhbayar אנחבאיאר enner אנר ennio אניו eno אינו enoch אינוק enoksen הנוקסן enos אנוס enquist אנקוויסט enrico אנריקו enright אנרייט enrique אנריקה entin אנטין entremont אנטרמון enya אניה enyeama אניימה enzensberger אנצנסברגר enzi אנזי enzo אנזו enzo אנצו eoin אואן ephraim אפרים epifanio אפיפניו epke אפקה epps אפס epstein אבן epstein אפשטיין era ארה eran ערן erazem אראזם erbe ארב erceg ארצג erdan ארדן erden ארדן erekat עריקאת erel אראל erela אראלה eremenko יריומנקו eren ארן erener ארנר ereng ארנג eres ארז erez ארז erfan ארפן eric אריק erica אריקה erich אריך erichsen אריקסן erick אריק erik אריק erika אריקה eriksen אריקסן erin ארין erki ארקי erlbruch ארלברוך erlich ארליך ermir ארמיר erna ארנה ernest ארנסט ernesto ארנסטו ernie ארני ernman ארנמן ernst ארנסט eros ארוס errani אראני erri ארי errol ארול ertl ארטל ervin ארווין erwin ארווין erykah אריקה esaki אסאקי escapa אסקפה eschenbach אשנבאך eschkenazy אשכנזי esfandiar אספנדיאר eshed אשד eshel אשל eshhar אשחר eshkol אשכול eskandarian אסקנדריאן eskimo אסקימו eskin אסקין espen אספן esperanza אספרנסה espino אספינו espinosa אספינוסה essa עיסא essam עיסאם essien אסיין estanguet אסטאנגה esteban אסטבן estefan אסטפן estelle אסטל ester אסתר esterina אסתרינה esteron אסתרון estes אסטס esteve טיטו estevez אסטבז esther אסתר esti אסתי eszter אסתר etai איתי etan איתן etc./Amon26 Fuzz פרנק בלאק etgar אתגר ethan איתן ethel אתל eti אתי etienne אטיין etrit אטריט etti אתי ettinger אטינגר ettore אטורה etzion עציון etzioni עציוני eugen אוגן eugen אויגן eugene יבגני euzebiusz אבי eva אווה eva חוה evan אוואן evan אוון evander איוונדר evangelos אוונגלוס evans אוונס evaristo אבריסטו eve איב evelyn אוולין even אבן everett אוורט evers אייפרס evert אוורט everton אברטון evgeni יבגני evgeniy יבגני evgeny יבגני eviatar אביתר evigan אביגן evo אוו evra אברה evron עברון evstafiev יבסטאפייב evyatar אביתר ewan יואן ewen יואן ewerthon אוורטון ewing יואינג example אקסמפל exbard אקסברד exel אקסל eyad איאד eyal אייל eyal איל eyran ערן eytan איתן ezekiel אזקייל ezeli אזילי ezequiel אסקיאל ezquerro אסקרו ezra עזרא ezrahi אזרחי ezri עזרי ezriel עזריאל ezrin אזרין ezroni עזרוני ezzaki באדו fab פאב fabian פביאן fabiana פביאנה fabiano פביאנו fabien פביאן fabienne פביאן fabinho פאביניו fabio פאביו fabio פביו fabiola פביולה fabius פביוס fabrice פבריס fabricio פבריסיו fabrizio פבריציו face and neck ear Congenital disorders of eye בפנים ובצוואר באוזניים קטגוריה:מומים מולדים בעיניים facundo פקונדו fadida פדידה fadlon פדלון fahima פחימה faina פאינה faingulernt פיינגלרנט fairley פיירלי fairuz פיירוז fairuza פאירוזה falah פלאה falah פלאח falcao פלקאו falck פאלק falco פאלקו falcones פלקונס falk פאלק falk פלק fallin פאלין fallon פאלון faltermeyer פאלטרמייר faltings פאלטינגס faludi פלודי famke פמקה fan פאן fanan פנאן fandakova פנדקובה fanning פנינג fanny פאני fanteni פאנטיני faour פאעור faouzi פאוזי farah פארה farah פארח farah פרח faramarz פראמרז fareed פריד fares פארס farhad פרהאד farhadi פרהאדי faris פאריס faris פארס faris פריס farkash פרקש farmer פארמר farmiga פרמיגה farouk פארוק farrakhan פרחאן farrell פארל farrelly האחים farrelly פארלי farron פרון farrow פארו faruk פארוק farzana פרזנה fassbaender פסבנדר fassbender פסבנדר fat פאט fathi פתחי fatih פאטי fatih פתיח fatmire פטמירה fatou פאטו fattouh פתוח fatuma פטומה faulk פולק faurisson פוריסון faust פאוסט faustino פאוסטינו fausto פאוסטו favela פבלה favianna פביאנה favors פייבורס favre פארב fay פיי fayadh פיאד faye פיי faymann פיימן fayyad פיאד fazio פאסיו featherston פיטרסטון federica פדריקה federico פדריקו federline פדרליין federman פדרמן federmann פדרמן fedor פדור fedorov פיודורוב feghouli פגולי fehr פהר feidman פיידמן feige פייגה feige פייגי feigenbaum פייגנבוים feiglin פייגלין feiler פיילר feingold פיינגולד feinstein פיינסטיין feinstein פיינשטיין feirberg פיירברג feist פייסט feivish פייבוש feldman פלדמן feldmann פלדמן feldstein פלדסטיין felice פליס felicia פליציה felicity פליסיטי felipe מלך felipe פליפה feliu פליו felix פליקס fellaini פלאיני felman פלמן felsenbaum פלזנבאום felton פלטון femke פמקה fenech פנק fenella פנלה fenin פנין feofanova פאופנובה feore פאור fer פר ferdi פרדי ferdinand פרדיננד fergie פרגי fergus פרגוס ferguson פרגוסון ferguson פרגסון ferlito פרליטו fernanda פרננדה fernandes פרננדז fernandes פרננדס fernandinho פרננדיניו fernando פרננדו ferran פרן ferrante פרנטה ferrari פרארי ferreira פריירה ferreira פררה ferrell פרל ferrer פרר ferrera פררה ferrigno פריגנו ferris פריס ferry פרי ferydoon פריידון festus פסטוס feulner פוילנר fevziu פווזיו fey פיי fiamma פיאמה fiat פיאט fichtel פיכטל fichtner פיכטנר fick פיק fico פיצו fidan פידאן fidel פידל fideleff פידלף fidjeu טזאמטה field פילד fielder פילדר fields פילדס fiennes פיינס fiennes פינז fierstein פירסטיין filatov פילאטוב filip פיליפ filipenko פיליפנקו filippi פיליפי filippo פיליפו filippos פיליפוס filiz פיליז fillion פיליון fillol פיליול filner פילנר filo פילו fils Alexandre Dumas אלכסנדר דיומא הבן fils Eugène Goossens אז'ן גוסנס הבן findlay פינדליי fine פיין finegold פיינגולד fineman פיינמן finer פיינר finesse פינס finish פיניש fink פינק finkel פינקל finkelstein פינקלשטיין finkielkraut פינקלקראוט finley פינלי finn פין finneran פינרן finnessey פינסי finney פיני fintzi פינצי fiola פיולה fiona פיונה fioravanti פיורבנטי fiorina פיורינה firas פיראס fire פייר firmino פירמינו firstenberg פירסטנברג fisch פיש fischer פישר fischler פישלר fish פיש fishbane פישביין fishburne פישבורן fishelov פישלוב fisher פישר fishman פישמן fitschen פיטשן fitzpatrick פיצפטריק fizer פייזר flack פלאק flair פלייר flamini פלמיני flanagan פלנגן flatley פלטלי flav פלייב flavia פלאביה flavor פלייבור fleischer פליישר fleisher פליישר fleiss פליס fletcher פלטשר flipkens פליפקנס flo פלו flockhart פלוקהארט flomin פלומין floor פלור flor פלור flora פלורה florence פלורנס florencia פלורנסיה florent פלורן florentine פלורנטין florenzi פלורנצי flores פלורס florian פלוריאן florin פלורין flowers פלאוורס floyd פלויד flug פלוג flynn פליין flynn פלין flynt פלינט fo פו foa פואה fogh פוג fogler פוגלר fognini פוניני folbre פולברה foley פולי folkman פולקמן follett פולט follows פולווס folman פולמן fonagy פונגי fonda פונדה fonseca פונסקה fontana פונטאנה ford פורד foreman פורמן forer פורר forest פורסט forestier פורסטייה forlani פורלני formiga פורמיגה formosa פורמוזה forquet פורקה forrest פורסט forrester פורסטר forsberg פורסברג forsberg פורשברג forstall פורסטול forster פורסטר forsyth פורסייט forsyth פורסיית forsythe פורסייט fort פורט forte פורטה fortis פורטיס fosbury פוסברי fosse פוסה fossum פוסום fostanes פוסטאנס foster פוסטר fotsis פוטסיס fouad פואד fournier פורנייה fowler פאולר fox פוקס foxes פוקסס foxman פוקסמן foxxx פוקס foy פוי foye פוי fraassen פראסן fradique פרדיקה fradkov פרדקוב fraenkel פרנקל fran פראן france פראנס frances פרנסיס frances פרנסס francine פרנסין francione פרנציון francis בלאק francis פרנסיס francis פרנק francisco פרנסיסקו franck פרנק franco פרנקו francona פרנקונה frank פראנק frank פרנק franka פרנקה frankel פרנקל franken פרנקן frankie פרנקי franklin פרנקלין franky פרנקי fransman פרנסמן frantz פראנץ franz פרנץ franziska פרנציסקה fraser פרייזר fraternité égalité Liberté אחווה שוויון חירות frauke פראוקה frazier פרייזר frears פרירס fred פרד freddie פרדי freddy פרדי frederic פרדריק frederick פרדריק fredericks פרדריקס frederique פרדריק fredrik פרדי fredrik פרדריק fredriksen פרדריקסן fredriksson פרדריקסון freedman פרידמן freeman פרימן frei פריי freida פרידה freindlich פריינדליך freitas פרייטס freja פריה frenkel פרנקל fresco פרסקו freund פרוינד frick פריק fricker פריקר fridman פרידמן fridzon פרידזון fried פריד friedel פרידל friedkin פרידקין friedland פרידלנד friedlander פרידלנדר friedle פרידל friedman פרידמן friedmann פרידמן friedrich פרידריך friel פריאל friel פריל friend פרנד friesem פריזם friis פריס friling פרילינג frings פרינגס fripp פריפ frisch פריש frisell פריזל fritz פריץ fritzsch פריטש frohman פרוהמן froome פרום frosch פרוש frost פרוסט frozenfar פרוזנפר frum פרום frumkin פרומקין fry פריי fuad פואד fuchs פוקס fucile פוסילה fugain פוגאן fuhrman פורמן fujimori פוחימורי fukuda פוקודה fukuyama פוקויאמה fuller פולר fulop פולופ fulvio פולביו funes פונס funke פונקה funnye פוניי furlan פורלן furler פרלר furlong פרלונג furman פורמן furniss פורניס furstenberg פורסטנברג furstenberg פירסטנברג furtado פורטדו furtok פורטוק fury פיורי fyodor פיודור gaal חאל gaarder גורדר gabai גבאי gabaldon גבלדון gabay גבאי gabbai גבאי gabbard גבארד gabber גאבר gabbiadini גאביאדיני gabby גבי gabe גייב gabi גבי gabizon גביזון gabourey גבורי gabriel גבריאל gabriel קותר gabriela גבריאלה gabriele גבריאל gabriele גבריאלה gabrielle גבריאל gabso גבסו gaby גבי gacy גייסי gad גד gadi גדי gadiesh גדיש gadot גדות gael גאל gaffney גפני gafney גפני gafni גפני gaft גאפט gaga גאגא gagarina גאגארינה gagnaire גנייר gago גאגו gagoshidze גגושידזה gagula גאגולה gahan גהאן gai גיא gail גייל gail גיל gaiman גיימן gaines גיינס gainsbourg גינסבורג gaita גייטה gaizka גאיסקה gakhokidze גחוקידזה gal גל galai גלאי galanaki גלנאקי galani גלני galant גלנט gale גייל galezer גלעזר gali גלי galia גליה galifianakis גאליפנאקיס galil גליל galili גלילי galina גלינה galinne גלעין galis גאליס galit גלית gall גל gallagher גלאגר gallardo גאיארדו gallas גאלאס gallego גאייגו galliano גליאנו gallinari גלינארי gallo גאלו gallois גלואה galron גלרון galtung גלטונג gamal גמאל gamarra גמארה gamberini גאמבריני gamboa גמבואה gambon גמבון game גיים gamliel גמליאל gamma גמא gamova גאמובה gamula גאמולה gan גן ganayem גנאים gandhi גנדי gandini גנדיני gang גאנג ganiel גניאל gant גאנט gantz גנץ ganz גנץ ganzouri גנזורי gaon גאון gaprindashvili גפרינדשווילי garai גראי garavito גרביטו garay גאראי garbage out Garbage in GIGO garbajosa גרבאחוסה garbarek גרברק garber גרבר garbuz גרבוז garcetti גרסטי garcia גרסיה gardner גארדנר gardner גרדנר garefrekes גרפרקס garfield גארפילד garfinkel גרפינקל garfunkel גרפונקל gargano גרגאנו gariani גריאני garland גרלנד garnett גארנט garozzo גארוצו garr גאר garrel גארל garrett גארט garrido גארידו garrigues גאריגס garrison גאריסון garrison גריסון garrix גריקס garry גארי garson גרסון garti גרטי garton גרטון garvie גארווי gary גארי gary גרי gascoigne גאסקוין gasol גאסול gasquet גאסקה gat גת gates גייטס gath גת gathegi גטהאגי gatiss גאטיס gatro גטרו gatti גאטי gatting גטינג gauck גאוק gaudino גאודינו gaulier גולייה gavin גאווין gavin גווין gavish גביש gavison גביזון gavriel גבריאל gavrieli גבריאלי gavrielov גבריאלוב gavron גברון gavrylyuk גבריליוק gaxa גקסה gay גיי gaydamak גאידמק gaylen גיילן gaynor גיינור gayoom גאיום gazal גזל gaze גייז gazit גזית gazzaev גזאייב gbowee בואי gea חאה gealey גילי gebre גברה gebrselassie גבריסלאסי gedalia גדליה gedda גדה geddy גדי gedeck גדק gedeon גדעון gediminas גדימינאס geert חרט geesin גיסין geezer גיזר geffen גפן gehl גהל gehry גרי geim גיים geir גאייר geir גייר geis גייס geithner גייטנר gekas גקאס gelb גלב gelber גלבר gelder גלדר geldman גלדמן geldof גלדוף gelfand גלפנד gellar גלר geller גלר gelmin חלמין gendelman גנדלמן genevieve גנאווי gennady גנאדי genndy גנדי gennip חניפ gentner גנטנר gento חנטו genzebe גנזבה georg גאורג george יורגוס george שחקן georgi גאורגי georgi גיאורגי georgievski גאורגייבסקי georgios גאורגיוס georgios גיורגוס georgios יורגוס georgiy גיאורגי geperidze גפרידזה gephardt גפהארדט geraghty גראתי gerald חרלד geraldo הרלדו gerardo חרארדו gerbrand חרבראנד gerd גרד gerets גרטס gergiev גרגייב gerhard גרהרד gerhardt גרהארדט german גרמן gers גרס gershgoren גרשגורן gershom גרשום gershon גרשון gershoni גרשוני gershony גרשוני gersht גרשט gershuni גרשוני gerstein גרשטיין gerstenfeld גרסטנפלד gerstner גרסטנר gertler גרטלר gertner גרטנר gertrude גרטרוד gertz גרץ gerwig גרוויג gessen גסן gessle גסל getter גטר geulah גאולה geva גבע gevorg גאבורג ghada ראדה ghadir גדיר ghahary גאהארי ghassan רסאן ghattas גטאס ghazaryan גאזריאן ghazi ראזי ghebreslassie גבריסלסי gheorghe גאורגה ghia גיאה ghilas גילאס ghirmay גירמיי ghnaim גנאים gholam גולאם ghonim רונים ghosh גוש ghosn גוהן ghoulam גולאם gianniotis יאניוטיס giannis יאניס gibbs גיבס gibor גיבור gibson גיבסון gichon גיחון giddens גידנס gideon גדעון gideon גידי gidi גדעון gidi גידי gidon גדעון gielen גילן giffords גיפורדס giggs גיגס gigi גיגי gil גיל gil גילי gil חיל gila גילה gilad גלעד giladi גלעדי gilady גלעדי gilauri גילאורי gilbert גילברט gilboa גלבוע gilchrist גילכריסט gildor גילדור gilead גלעד gili גילי gill גייל gill גיל gillan גילאן gillan גילן gillani גילאני gillen גילן gillerman גילרמן gilliam גיליאם gillies גיליס gilligan גיליגאן gilligan גיליגן gillman גילמן gillon גילון gilman גילמן gilmore גילמור gilmour גילמור gilon גילאון gilpin גילפין giltburg גילטבורג gimena חימנה gindin גינדין ginkel חינקל ginossar גינוסר ginsburg גינסבורג ginsburgh גינזבורג ginter גינטר ginzburg גינזבורג ginzburg גינצבורג giora גיורא giorgadze גיאורגדזה giorgi גאורגי giorgi גיאורגי giorgi גיגי giorgi גיורגי giorgio פרנקו giorgos גיורגוס giorgos יורגוס giourkas גיורקאס giri גירי girl גולה gisela גיזלה gissin גיסין gita גיטא gitai גיתאי gitler גיטלר gitlin גיטלין gitlis גיטליס givaty גבעתי given גיבן givi גיווי giza גיזה gizenga גיזנגה gizzie גיזי gjorgji גיורגי gladis גלדיס gladkov גלדקוב gladwell גלדוול glam גלאם glantz גלאנץ glaser גלייזר glass גלאס glauber גלאובר glavina גלאבינה glazer גלזר glazer גלייזר glazunov גלזונוב gleeson גליסון gleiser גלייזר glen גלן glenister גלניסטר glenn גלן glenny גלני gless גלס glezerman גלזרמן glick גליק glickstein גליקשטיין glixman גליקסמן globus גלובוס gloria גלוריה gloushkov גלושקוב glover גלובר glushakov גלושאקוב glushko גלושקו glykeria גליקריה glynor גליינור gneezy גניזי gnezdilov גנדזילוב go גואו gobert גובר godin גודין godwin גודווין goelz גולז goey חוי goffin גופין gogava גוגאווה goggins גוגינס gogita גוגיטה gogua גוגואה goian גויאן goitom גויטום golan גולן golasa גולסה golbi גולבי gold גולד goldberg גולדברג goldblatt גולדבלט goldblum גולדבלום goldenberg גולדנברג goldfarb גולדפרב goldfein גולדפיין goldfinger גולדפינגר goldhagen גולדהגן goldie גולדי goldin גולדין golding גולדינג goldman גולדמן goldreich גולדרייך goldschmidt גולדשמידט goldstein גולדסטיין goldstein גולדשטיין goldwasser גולדווסר goldwyn גולדווין goleman גולמן golikova גוליקובה golinkin גולינקין golomb גולומב golon גולון golson גולסון golushko גולושקו goma גומה gomaa גומעה gomes גומס gomes גומש gomez גומז gondry גונדרי gonen גונן gonet גונה gong גונג gonzales גונזאלס gonzalo גונזלו gonzalo גונסאלו gonzalo גונסלו gonzi גונצי goodell גודל gooden גודן goodes גודס goodhew גודהיו goodkind גודקיינד goodman גודמן goodrem גודרם googoosh גוגוש goor חור goose גוס goran גוראן gordana גורדנה gordillo גורדיו gordon גורדון gordy גורדי gore גור goren גורן gorenberg גורנברג goresh גורש goretzka גורצקה gorghiu גורגיו gorham גורהאם gorlovsky גורלובסקי gorman גורמן gormley גורמלי gorny גורני goro גורו gorokhova גורוחובה gortler גורטלר gosh גוש gosha גושה goslar גוסלר gosling גוסלינג gossard גוסארד gossett גוסט gossow גוסו gostomelsky גוסטומלסקי gotlieb גוטליב gottfrid גוטפריד gottfried גוטפריד gottlieb גוטליב gotye גוטייה goude גוד gouffran גופראן gould גולד goulding גולדינג gourcuff גורקוף gouri גורי gov גוב gove גוב govorukhin גובורוחין govou גובו gowdy גאודי goyer גויר gozlan גוזלן grabovskyy גרבובסקי grace גרייס graciela גרסיאלה gradman גרדמן graeme גרהם graeme גריים graf גראף graff גרף grafite גראפיטה grafton גרפטון graham גראהם graham גרהאם graham גרהם grammer גראמר grand גרנד grande גרנדה grandin גרנדין grandy גרנדי granero גראנרו granovetter גרנובטר granovskiy גרנובסקי grant גראנט grant גרנט gras גרה grasse גראס graves גרייבס gray גריי grayden גריידן grayson גרייסון grechnyov גרשנייב green גרין greenaway גרינוויי greenberg גרינברג greene גרין greenfeld גרינפילד greenfeld גרינפלד greenfield גרינפילד greengard גרינגרד greengold גרינגולד greengrass גרינגראס greenspan גרינספן greenwood גרינווד greer גריר greg גרג greger גרגר gregg גרג gregorio גרגוריו gregory גרגורי greider גריידר greif גרייף greig גרג greilsammer גריילסאמר grenier גרנייה grenville גרנוויל greta גרטה gretchen גרטשן gretel גרטל gretzky גרצקי greven גרייבן grevers גריוורס grey גריי grier גריר griezmann גריזמן griffin גריפין griffiths גריפיתס grigol גריגול grigori גריגורי grigoris גריגוריס grigory גריגורי grigoryev גריגורייב grillo גרילו grimal גרימל grimes גריימס grimm גרים griner גריינר griner גרינר grings גרינגס grint גרינט grobglas גרובגלס grobman גרובמן groening גריינינג grofman גרופמן grohl גרוהל grol חרול gronau גרונאו gronich גרוניך gronkowski גרונקובסקי grosbard גרוזברד grosicki גרוסיצקי gross גרוס grossman גרוסמן grosso גרוסו grosz גרוס grote גרוט groumi גרומי groves גרובס groysman גרויסמן grubbs גרבס grubbs גרובס gruber גרובר grudt גרודט gruen גרואן gruevski גרואבסקי gruff גריף gruffudd גרופוד grunberg גרונברג grunfeld גרונפלד grunis גרוניס grushin גרושין grylls גרילס grynberg גרינברג gryzlov גריזלוב guaita גואיטה guarente גוארנטה gubaidulina גוביידולינה gubler גאבלר gubner גובנר gubser גובזר gudrun גודרון guebuza גבוזה gueffen גפן guen גן gueron גרון guerra גוארה guerrero גררו guerschon גורשאן guetta גואטה guetta גטה guevara גווארה gugliotta גוגליוטה gugushvili גוגושווילי guidetti גווידטי guido גידו guillaume גיום guillermo גיירמו guillermoprieto גיירמופרייטו guillory גילורי guin גווין guinga גינגה gulbrandsen גולברנדסן gullit חוליט gummel גומל gummer גאמר gundy גנדי gunn גאן gunnar גונאר gunnarsson גונארסון gunnell גנל gunter גונטר guntis גונטיס gunton גנטון gur גור gurban גורבאן gurbanguly גורבנגולי gurbanov גורבאנוב gurfinkel גורפינקל gurgenidze גורגנידזה gurira גורירה gus גאס gus גוסטבו gusenbauer גוזנבאואר gusev גוסב gusinsky גוסינסקי gustav גוסטב gustavo גוסטאבו gustavo גוסטבו gustin גאסטין gut גוט gutendorf גוטנדורף gutfeld גוטפלד guti גוטי gutman גוטמן gutmann גוטמן gutmans גוטמנס guttenberg גוטנברג guttman גוטמן guus חוס guy גאי guy גדליהו guy גי guy גיא guzan גוזאן gwen גוון gwendoline גוונדלין gyanendra מלך h לווק haan האן haarde הארדה haber הבר hackett האקט hacohen הכהן hadad חדד hadane טקויה hadar הדר hadas הדס haddad חדד haddadi חדאדי haddock האדוק haddon האדון haddrick האדריק hader היידר hadfield הדפילד hadi האדי hadlow הדלו hadoram הדורם haendel הנדל haetzni העצני hagai חגאי hagai חגי hagan הייגן hagar הגר hagashash הגשש hagay חגי hagen קלינרט hagenbeck הגנבאק hager הגר haggai חגי haggis האגיס haggui האגוי haghighi חקיקי hagit חגית hague הייג hahiver החיוור haick חאיק haifa הייפא haig הייג haile היילה hailee היילי hailemariam היילמריאם haim חיים haimov חיימוב haimovitz חיימוביץ haimy חיימי haislett הייזלט haislip הייסליפ haitink הייטינק hajdu היידו hakakian הקקיאן hakan הקאן hal האל hal הרולד halberstam הלברשטאם halbertal הלברטל hale הייל halen היילן halep האלפ halevi הלוי halevy הלוי haley היילי halfar הלפר halfon חלפון halford הלפורד halika חליקה halil חליל halina הלינה haliva חליבה halkin הלקין hall הול halle האלי haller הולר hallevy הלוי halliche חליש hallur האלור halonen הלונן halperin הלפרין halpert הלפרט halsall הלסל halsey הלסי haluska הלסקה halutz חלוץ hamad חאמד hamad חמאד hamad חמד hamaki חמאקי hamann האמאן hamasaki האמאסאקי hambleton המבלטון hamdallah חמדאללה hamdan חמדאן hamdeen חמדין hamdi חמדי hamed חאמד hamed חמאד hameiri המאירי hamid חאמיד hamid חמיד hamill המיל hamilton המילטון hamlin האמלין hamlin המלין hamm האם hammad חמאד hammer האמר hammer המר hammett האמט hammill האמיל hammond האמונד hammond המונד hampshire המפשייר hampson המפסון hampton המפטון hamrin האמרין hamuchtar המוכתר hamudi חמודי hamza חמזה hana חנא hana חנה hanan חנאן hanan חנן hanania חנניה hanauer האנאוור hancock הנקוק hancocks הנקוקס handelman הנדלמן handelzalts הנדלזלץ handke הנדקה handler הנדלר haneen חנין hanegbi הנגבי haneh חנא haneke הנקה hani חני hanif חניף hanin חנין haniyeh הניה hank האנק hanke הנקה hanks הנקס hanna האנה hanna חנא hanna חנה hannah האנה hannah חנה hannan האנן hannawald האנאוולד hanne האנה hanneli חנה hannelore הנלורה hanni הני hannigan האניגן hannigan הניגן hannon האנון hanny חני hanoch חנוך hans הנס hansen האנסן hansen הנסן hanspeter הנספטר hanssen הנסן hansson האנסון hanuka חנוכה hanukoglu חנוקוגלו hany הני hanyu האניו hao האו harald הראלד harald הרלד harald מלך haralick הארליק harareet הררית harari הררי haraway הראווי harazi חרזי harbaoui חרבאווי hardaway הארדוויי hardee הארדי harden הארדן hardin הארדין harding הארדינג harding הרדינג hardwell הארדוול hardwicke הארדוויק hardy ארדי hardy הארדי hare הר harechavi הרכבי harel הראל hareven הראבן harewood היירווד harf הארף hargitay הרגיטאי hargittai הרגיטאי hargreaves הרגריבס hargrove הרגרוב harington הרינגטון haris האריס haris חאריס harish חריש harker הרקר harlan הארלן harlan הרלן harlow הרלו harman הרמן harmel הרמל harmon הארמון harmony הרמוני harnik הרניק harnoy הרנוי harold הרולד harow הרו harper הארפר harper הרפר harramiz הראמיש harrell הארל harrelson הרלסון harriet הארייט harring הרינג harrington הרינגטון harris האריס harris הריס harrison האריסון harrison הריסון harry הארי hart הארט harting הרטינג hartley הרטלי hartmut הארטמוט haruki הארוקי harush הרוש harvey הארווי harvey הרווי harwood הארווד hary הארי hasan חסן hasarma חסארמה hasebe האסבה hasely הייזלי hasfari הספרי hashai חשאי hashem האשם hashemian האשמיאן hashin חשין hasina ואזד haskel השכל haslem האסלם hasler הסלר hass האס hass הס hassan האסן hassan חסאן hassan חסן hasselhoff הסלהוף hassiba חסיבה hasson חסון hata האטה hatami חאתמי hatem חאתם hatori הטורי hatoum חאטום hatoyama הטויאמה hatsumi האצומי hatten האטן hattie האטי hatuel חתואל hatzofe הצופה haubner האובנר hauer האוור hausen האוזן hauser האוזר hava חוה havilland הבילנד haviv חביב havlin הבלין hawass חוואס hawatmeh חוואתמה hawes האווס hawes הוז hawk הוק hawke הוק hawking הוקינג hawkins הוקינס hawn הון haya חיה hayao הייאו hayashibara האיאשיבארה haydar חיידר hayden היידן hayek הייק hayes הייז hayley היילי haynes היינס hays הייז hayut חיות hayward הייוורד haywood הייווד hazan חזן hazanavicius הזנוויציוס hazard הזאר hazel הייזל hazem חאזם hazony חזוני hazret חאזרת hazuharoui הזוהרוי he חה head הד headey הידי heap היפ heard הרד hearst הרסט heathcote היתקוט heather התר heaton היטון heche הייש hecht הכט hechter השטר heckel הקל hecker הקר hector הקטור hedaya הדייה hedegaard הדגארד hedi הדי hedlund הדלונד hedva חדוה heeger היגר heemskerk המסקרק heenan הינן hefetz חפץ hefner הפנר hege האגה hegeler הגלר heide היידה heiden היידן heidi היידי heidler היידלר heifetz חפץ heigl הייגל heike הייקה heiko הייקו heilbut היילבוט heim היים heiman היימן heimlich היימליך heinrich היינריך heinrichs היינריקס heinsohn היינסון heintz היינץ heinz היינץ heinze היינצה heitkamp הייטקאמפ helberg הלברג helbrans הלברנץ helen הלן helena הלנה helfer הלפר helfgot הלפגוט helfgott הלפגוט helfman הלפמן helgemo הלגמו helgenberger הלגנברגר helin הלין heller הלר hellinger הלינגר hellman הלמן hellmann הלמן hellmuth הלמות helm הלם helmer הלמר helmond הלמונד helms הלמס helmut הלמוט helnwein הלנויין helpman הלפמן hema המה hemed חמד hemi חמי hemingway המינגוויי hen חן henadiy גנאדי henckel הנקל hendel הנדל henderson הנדרסון hendricks הנדריקס hendrik הנדריק hendry הנדרי henefeld הנפלד heng הנג hengelbrock הנגלברוק henig הניג henk הנק henkel הנקל henman הנמן hennadiy גנאדי hennessey הנסי henny הני henok הנוק henree הנרי henri הנרי henrie הנרי henrik הנריק henrikh הנריק henrique אנריקה henry אנרי henry הנרי henryk הנריק henshall הנשל hentoff הנטוף hepton הפטון heras הראס herb הרברט herbert הרברט herbert נחום herbie הרבי herceg הרצג herd הרד herdt הרדט heredia הרדיה herget הרגט herlovsen הרלובסן herman הרמן herman ירמיהו hermann הרמן hermesh חרמש hermione הרמיוני hermon חרמון hermona חרמונה hernanes הרנאנס herolind הרולינד herrera הררה herreweghe הרווחה herreys הרייס herrlich הרליך herrmann הרמן herschell הרשל hersey הרסי hersh הרש hershaft הרשאפט hershberg הרשברג hershel צבי hershey הרשי hershko הרשקו hershkowitz הרשקוביץ hershtik הרשטיק hertz הרץ hertzano הרצנו heruti חרותי hervelle הארוול herzi הרצי herzl הרצל herzog הרצוג hesham הישאם heskey הסקי heslov הסלוב hesp הספ hess הס hesselink הסלינק hesser הסר heston הסטון hestrie הסטרי hetsko גצקו heuberger הויברגר heurelho הורליו hewitt יואיט hewlett היולט heyman היימן heymann הימן heynckes היינקס heyns היינס heywood הייווד hezi חזי hezonja הזוניה hiaasen היאסן hiam היאם hibbert היברט hickam היקאם hickman היקמן hickmann היקמן hicks היקס hidalgo אידלגו hiddink הידינק hiddleston הידלסטון hideaki הידאקי hideki הידקי hidetoshi הידטושי hield הילד hierro היירו hietala היטאלה hifikepunye היפיקפוניה hifumi היפומי higgins היגינס higginson היגינסון higgs היגס highmore היימור hikind הייקינד hila הילה hilal הילאל hilarie הילארי hilary הילרי hilbert הילברט hilde הילדה hildebrand הילדברנד hildegard הילדגרד hilfiger הילפיגר hill היל hilla הילה hillary הילרי hillel הילאל hillel הלל hillenburg הילנבורג hillier הילייר hilson הילסון hilton הילטון hilu חילו himmelbleu הימלבלוי himmelfarb הימלפארב himmler הימלר himst הימסט hinault אינו hinawi חינאווי hinds הינדס hines היינס hingis הינגיס hinkel הינקל hinn הין hinrich היינריך hinteregger הינטראגר hinterseer הינטרזיר hinwood הינווד hirai היראי hirano הירנו hirasawa הירסוואה hiro הירו hirofumi הירופומי hirokazu הירוקזו hirono הירונו hironobu הירונובו hiroshi הירושי hiroyuki הירויוקי hirsch הירש hirscher הירשר hirschfeld הירשפלד hirschson הירשזון hirsh הירש hirsi חירסי hirst הירסט hisham הישאם hislop היסלופ hiss היס historical and cultural regions of France Geographical קטגוריה:צרפת: אזורים history returns Gentlemen רבותי ההיסטוריה חוזרת hite הייט hitomi היטומי hitzfeld היצפלד hitzlsperger היצלסברגר hleb חלב ho הו hoarau אוארו hoban הובאן hobb הוב hoberman הוברמן hochenboim הוכנבוים hochhuth הוכהוט hochschorner הוכשורנר hocking הוקינג hockney הוקני hod הוד hoda הודא hoddle הודל hodes הודס hodorov חודורוב hoechlin הקלין hoelzer הולצר hoenlein הונליין hof הוף hofer הופר hoff הוף hoffa הופה hoffman הופמן hoffmann הופמן hofmann הופמן hofree חופרי hofstadter הופשטטר hogan הוגאן hohn הון holbrook הולברוק holden הולדן holder הולדר holenda הולנדה holender הולנדר holger הולגר holland הולנד hollander הולנדר hollen הולן holliday הולידיי holliger הוליגר holliman הולימן holly הולי holm הולם holmertz הולמרץ holmes הולמס holness הולנס holopainen הולופאינן holt הולט holtby הולטבי holtz הולץ holtzman הולצמן holyfield הוליפילד holz הולץ holzdeppe הולצדפה homare הומארה homer הומר homi הומי honda הונדה honeck הונק hong הונג honig הוניג hood הוד hoogenband הוחנבאנד hooijdonk הוידונק hooker הוקר hooks הוקס hooper הופר hope הופ hopkin הופקין hopkins הופקינס hopko הופקו hoppus הופוס hopsin הופסין horace הוראס horacio הוראסיו horam הורם horesh חורש horev חורב horford הורפורד horn הורן hornby הורנבי horne הורן horner הורנר horowitz הורוביץ horry הורי horsmann הורסמן horst הורסט hort הורט hoshi הושי hoshide הושידה hosiner הוזינר hosni חוסני hosny חוסני hosokawa הוסוקאווה hossam חוסאם hossein חוסיין hosseini חוסייני hotovely חוטובלי hou הו houellebecq וולבק hough האף hoult הולט house האוס houston האוסטון houston יוסטון houten האוטן hovi חובי howard הווארד howard חיים howe האו howell האוול howell הוייל howson האוסון hoy הוי hoyer הוייר hozier הוזייר hristov חריסטוב hrubesch רובש hrushovski הרושובסקי hsien הסיין htin הטין hu הו hua חווה huateng הואטנג hubbard הוברד huber האבר huber הובר hubert הובר hubert הוברט hubert יוברט hubertus הוברטוס huckabee האקבי huddlestone הדלסטון hudson האדסון hudson הדסון huertas הוארטס huff הוף huffington הפינגטון huffman האפמן huggett האגט hugh הנרי hugh יו hughart יוגארט hughes יוז hugi חוגי hugo הוגו huisman האוסמן hulce הולס huldai חולדאי hulk האלק hull האל hulst הולסט hultqvist הולטקוויסט humala אומאלה hummels הומלס humperdinck המפרדינק humphries האמפריז hunt האנט hunter האנטר hunter הנטר huntford האנטפורד huppert הופר hurd הארד hurley הרלי hurst הארסט hurst הרסט hurt הרט husam חוסאם husbands הסבנדס hushovd הוסהובד huss הוס hussain חוסיין hussein חוסיין hussein חסין hussein עבדאללה hussey האסי huston יוסטון hustvedt הוסטוודט husyev גוסב huth הות hutton האטון huxley האקסלי huzman חוזמן hvorostovsky חבורוסטובסקי hyde הייד hyland היילנד i חואן i רומניה iacocca איאקוקה iain איאן iakobashvili יעקובשווילי ian איאן ibagaza איבגסה ibarra איבארה ibarra איברה ibezito איבזיטו iborra איבורה ibrahim אבראהים ibrahim איברהים ibraimi איברהימי icardi איקרדי ice אייס icona איקונה ida אידה idan עידן iddo עדו idel אידל idelman אידלמן idina עדינה idir אידיר idit עדית idle איידל ido עידו idol איידול idowu אידווו idris אידריס idrissou אידריסו iero איירו ifans איפנס iftach יפתח igal יגאל iggy איגי ighalo איגהלו igiebor איגיבור igla גסר iglesias איגלסיאס ignacio איגנסיו ignarro איגנרו ignatieff איגנטייף ignazio איניאציו ignjovski איגניובסקי igor איגור igra איגרא iguodala איגודלה ihor איגור ihr Saiten! BWV 172 erklinget ihr Lieder Erschallet רי"ב 172 ihr Saiten erklinget ihr Lieder Erschallet ii דנמרק ii הבלגים ii ירדן iii השלישי iii לסוטו iizuka איאיזוקא ikande איקנדה ike אייק iker איקר ikililou איקילילו ikpeba איקפבה ikue איקואה il איל ilan אילן ilana אילנה ilanit אילנית ilatov אילטוב ildefons אילדפונס ildefonso אילדפונסו iler אילר ilgauskas אילגאוסקאס ilham אילהם ilie איליה iliescu איליאסקו iliev אילייב ill איל illana אילנה illarramendi אייארמנדי illgner אילגנר illouz אילוז illusie אילוזי ilos אילוז ilsa אילזה ilsanker אילזנקר ilsur אילסור iluz אילוז ilves אילווס ilya איליה im אים imad עימאד iman אימאן imbruglia אימברוליה imelda אימלדה immanuel עמנואל immel אימל immerseel אימרסל imoro אימורו imperioli אימפריולי imran אימראן imri אמרי imrie אימרי imry אמרי inbal ענבל inbar ענבר inbari ענברי ince אינס indi אינדי india אינדיה indiana אינדיאנה indira אינדירה indra אינדרה indurain אינדוראין indursky אינדורסקי indyk אינדיק ines אינס inessa אינסה inez אינז inge אינגה ingedashet אינגדשט ingels אינגלס inger אינגר ingleby אינגלבי ingo אינגו ingram אינגרם ingrid אינגריד ings אינגס ingvar אינגוואר ingvar ינגוואר inka אינקה inkoom אינקום inna אינה inon ינון inosanto אינוסנטו insigne אינסינייה international אינטרנשיונל inzaghi אינזאגי ioan יואן ioannis יאניס ioannis יואניס ioannou יואנו iohannis יוהאניס iommi איומי ion יון ioseb יוסף ioseliani יוסליאני ira איירה ira אירה iraheta אירהטה irakli איראקלי ireland איירלנד irena אירנה irenaios הראשון irene איירין irie אירייה irigaray איריגארי irigoyen איריגוין irina אירה irina אירינה irina אירנה irit אירית irit עירית irmatov אירמטוב irons איירונס irrfan אירפאן irvin ארווין irvine אירווין irving אירווינג irwin ארווין irwin ארוין isaac איזאק isaac איזק isaac אייזק isaac איסאק isaac איסק isaac יצחק isaacson אייזקסון isabel איזבל isabel איסבל isabeli איזבלי isabell איזבל isabella איזבלה isabelle איזבל isac איסק isaiah איזאיה isaiah אייזיאה isaiah ישעיהו isaias איסאייס isaksson איסאקסון isco איסקו ishai ישי ishak יצחק ishay ישי ishiguro אישיגורו ishihara אישיהארה ishii אישיי ishmael ישמעאל ishtar אישתאר isi איזי isiah אייזיאה isinbayeva איסינבייבה isitt איסיט isla איילה isla איסלה islam אסלאם islas איסלאס islom אסלאם ismaeel איסמעיל ismail איסמעיל ismail אסמאעיל israel ישראל israeli ישראלי issa עיסא issacharoff יששכרוף isserlis איסרליס issey איסי issoumaila איסומאילה istrefi איסטרפי itai איתי itamar איתמר itay איתי ithamar איתמר itkina איטקינה ito איטו itshak יצחק iturbe איטורבה iturra איטורה itzhak יצחק itzik איציק iulon איאולון ivan איבן ivan איוואן ivana איוואנה ivanir איווניר ivanir איוניר ivanishvili איוואנישווילי ivanka איוונקה ivanov איבנוב ivanov איוואנוב ivanschitz איבנשיץ iver איבר iverson אייברסון ives אייבס ivete איווטי ivey אייבי ivgi איבגי ivgy איבגי ivica איביצה ivica איוויצה ivin איבין ivo איבו ivri עברי ivry עברי ivy אייבי iwasaki איוואסאקי iwobi איוובי iyengar איינגר izabella איזבלה izhakoff איזקוב izhar יזהר izmailov איזמאילוב izzard איזרד izzy איזי jaana יאנה jaap יאפ jablonka יבלונקה jacob יעקב jacobsen יקובסן jacobson יעקובסון jaenisch יאניש jahjaga יאהיאגה jahn יאן jaime חיימה jakobs יאקובס james יעקב jammer יאמר jan יאן jancker יאנקר janevski ינבסקי jani יאני janick יאניק janko יאנקו jankulovski יאנקולובסקי janmaat יאנמאט janne יאן janowski ינובסקי jansen יאנסן jansen ינסן jansons יאנסונס janssen ינסן janusz יאנוש januzaj יאנוזאי jara חארה jari יארי jarkko יארקו jarkko ירקו jasaitis יסאיטיס jasper יאספר javier חאבייר javier חאווייר javier חבייר javier חווייר jean יאן jeanette יאנט jedinak ידינאק jedvaj ידבאיי jelin ילין jelinek ילינק jelle יילה jennie יני jens ינס jensen ינסן jenssen ינסן jerebko ירבקו jeremies ירמיס jeretin ירטין jericho אירוויין jetro יטרו joachim יואכים joakim דניאל joaquin חואקין job יוב joel יואל joerger ייגר joffe יופה johan יוהאן johann יוהאן johanna יוהנה johannes יוהאנס johansen יוהנסן johansson יוהנסון john יון johnny יונתן johnson יונסון jol יול jolanda יולנדה jon יאן jon יון jonah יאיר jonas יונאס jonas יונס jonasson יונסון jonatan יהונתן jonathan יהונתן jonathan יוני jonathan יונתן jong יונג jonk יונק jonnie יוני joonas יונאס jopek יופק joram יורם jordan בן jordan השני jordy יורדי jorge חורחה joris יוריס jorma יורמה jortner יורטנר jos יוס joschka יושקה joseba חוסבה josef יוזף josef יוסף joselito חוזליטו joseph יוסיף joseph יוסף joshua יהושע joshua יושוע jostein יוסטיין jozefzoon יוזפזון juan חואן juan מלך juana חואנה juanes חואנס juanfran חואנפראן juantorena חואנטורנה judea יהודה judith יהודית julia יוליה julian חוליאן julian יוליאן julieta חולייטה julio חוליו jung יונג junghans יונגהאנס jupp יופ juraj יוראי jurica יוריצה justo חוסטו justs יוסטס justus יוסטוס juul יול jyrki ירקי kabaeva קבייבה kabasele קבאסלה kabha כבהא kabiri כבירי kachila כחילה kadak קדק kadare קאדרה kaddoumi קדומי kadir כדיר kadlec קאדלץ kadoch קדוש kadoorie כדורי kadousi קדוסי kadyrov קדירוב kaepernick קאפרניק kafando קפאנדו kafelnikov קפלניקוב kafes קאפס kafri כפרי kagame קגאמה kagan קגן kagelmacher קגלמאכר kagen קייגן kahalani קהלני kahan קאהאן kahana כהנא kahat קהת kahlon כחלון kahn כהן kahn קאהן kahn קאן kahneman כהנמן kaia קאיה kaifu קאיפו kaikov קייקוב kaine קיין kais קאיס kajsa קייסה kakha קאחה kakko קאקו kakon קקון kakoun קקון kaku קאקו kal קאל kala קלה kaladze קאלדזה kalai קלעי kale קאלה kaley קיילי kalfa כלפה kalibat כליבאת kalina קלינה kaling קלינג kaliopi קליופי kalkot קלקוט kalman קלמן kalmanovich קלמנוביץ kalmar קלמר kalomira קאלומירה kalonas קלונאס kalontarov קלונטרוב kalou קאלו kaltz קאלץ kalusha קלושה kamal כמאל kamala קמלה kaman קאמן kaman קיימן kamanan קאמנן kamara קמארה kamel כאמל kamen קיימן kamenetsky קמנצקי kamikawa קאמיקאווה kamil קאמיל kamil קמיל kaminsky קמינסקי kampl קאמפל kamprad קמפראד kamps קאמפס kamran קמראן kamu קאמו kamyar כאמיאר kan קאן kanadil קנדיל kanakaredes קאנאקארדס kanako קנקו kanaly קנאלי kanan כנעאן kanawa קאנאווה kanayeva קנייבה kanazawa קנאזאווה kandaurov קנדאורוב kandel קנדל kane קיין kanepi קאנפי kaneti קנטי kanevsky קנייבסקי kang קאנג kang קנג kangwa קנגווה kaniel קניאל kanievsky קניבסקי kaniskina קניסקינה kanokov קנוקוב kanter קאנטר kanter קנטר kanu קאנו kanye קניה kanyuk קאניוק kaori קאורי kapeliuk קפליוק kapellmann קאפלמן kapiloto קפילוטו kaplan קפלן kaplinsky קפלינסקי kapoor קאפור kapp קאפ kara קרא karadi קראדי karagounis קראגוניס karahan קרהאן karahoda קרהודה karaindrou קאראינדרו karako קרקו karam כרם karamanlis קרמנליס karan קארן karan קראן karanka קראנקה karavan קרוון karayanni קרייני karbasi קרבסי kardashian קרדשיאן karduner קרדונר kareena קארינה karel קארל karelin קרלין karelis קארליס karelitz קרליץ karembeu סקלנריקובה karembeu קארמבו karen קארן karger קרגר kari קארי karim כרים karim קארים karimi כרימי karimov קרימוב karin קארין karina קארינה karina קרינה karisma קאריסמה karius קאריוס kariv קריב karjakin קריאקין kark קרק karl קארל karl קרל karla קרלה karlsen קרלסן karlsson קארלסון karman כרמאן karmi כרמי karmon כרמון karnaugh קרנו karnezis קרנזיס karni קרני karnit קרנית karol קארול karol קרול karolina קרולינה karolos קרולוס karon קארון karpela קרפלה karpin קרפין karplus קרפלוס karpov קרפוב karr קאר karroubi כרובי karsenty קרסנטי karsh קארש kartheiser קרטיזר kary קארי karzai כרזאי kasahara קאסאהארה kasey קייסי kasher כשר kashi קאשי kashtan קשטן kashua קשוע kasoulidis קסולידס kasoum קסום kaspar קספר kasparov קספרוב kasper קספר kasrils קסריל kass קאס kass קס kassovitz קסוביץ kastanos קסטנוס kastor קסטור kasvio קאסביו kasyanov קסיאנוב kat קאט kat קתרינה katainen קאטאינן katan קטן katarina קטרינה kate קייט katee קייטי katelyn קייטלין katerina קטיה katey קייטי katharine קתרין katherine קתרין kathleen קאתלין kathleen קטלין kathleen קתלין kathryn קתרין kathy קאתי kathy קתי katic קטיק katidis קאטידיס katie קייטי katja קטיה kato קאטו katri קטרי katrin קטרין katrina קתרינה katsav קצב katsenelenbogen קצנלנבוגן katsman כצמן katsouranis קאטסוראניס katsuya קצויה kattan קטן kattash קטש katy קייטי katz כץ katzav קצב katzenstein קצנשטיין katzir קציר katzurin קצורין kauffman קאופמן kaufman קאופמן kaufmann קאופמן kaun קאון kaunda קאונדה kavafian קאוואפיאן kavafian קוואפיאן kavanagh קבאנה kawabata קוובאטה kawasaki קוואסקי kawhi קוואי kay קיי kaya קאיה kayal כיאל kaydar קידר kaye קיי kaylin קיילין kayode קאיודה kazan קאזאן kazankina קזנקינה kazhdan קשדן kazinsky קזינסקי kazuo קאזו kazuo קאזואו kazuyoshi קאזויושי keane קין keanu קיאנו keating קיטינג keaton קיטון kebbell קבל kebede קבדה kechiouche קשיוש kedar קדר kedar קידר kedem קדם keegan קיגן keeley קילי keen קין keena קינה keener קינר kehl קל kei קיי keidar קידר keiko קייקו keillor קיילור keinan קינן keir קיר keira קירה keisi קייסי keisuke קייסוקה keita קייטה keitel קייטל keizer קייזר kekilli קקילי kelemen קלמן kelis קליס kellan קלאן keller קלר kellerman קלרמן kelley קלי kelli קלי kelly קלי kelman קלמן kelmendi קלמנדי kelsey קלסי kelvin קלווין kemba קמבה kemboi קמבוי kemp קמפ kemper קמפר kempes קמפס ken קן ken קנת ken תומאס kenan קינן kenaz קנז kendall קנדל kende קנדה kendra קנדרה kendrick קנדריק kenenisa קנניסה kenia קניה kenkhuis קנקהאוז kennard קנרד kennedy קנדי kenner קנר kennet קנט kenneth קן kenneth קני kenneth קנת kenny קני kensit קנזיט kent קנט keny קאני kenyon קניון keoghan קאוגן keown קיאון kerber קרבר keren קרן keret קרת keri קרי kerimov קרימוב kerkhof קרקהוף kerlon קרלון kern קרן kernberg קרנברג kernes קרנס kernighan קרניגהאן kerr קר kerri קרי kerron קירון kerry קרי kershaw קרשו kerstin קרסטין kertes קרטס kertesz קרטס kesha קשה keshales קשלס keshorn קשורן kessai קסאי kessar קיסר kessler קסלר ketsbaia כצבאיה ketterle קטרלה kevin קווין kevinn קווין kewell קיואל kexin קשין keyes קיז keylor קיילור keynes קיינס keys קיז kezerashvili קזרשווילי kfir כפיר kgalema קגאלמה khabensky חבנסקי khadga קאדגה khadra חדרה khagush חגוש khalaila חלאילה khaled חאלד khalid חאליד khalif קאליף khalifa קאליפה khalifman חליפמן khalvashi חלוושי khan חאן khan קאן khanfar חנפר khartabil חארטאביל khasbulatov חסבולטוב khashoggi חשוגי khasyanova חסיאנובה khazanov חזנוב khazar מיכאלי khazri חזרי khedira חדירה khen חן khenin חנין kher קר khodadad חודאדאד khodorkovsky חודורקובסקי khomutov חומוטוב khorkina חורקינה khouloud חולוד khris כריס khristenko כריסטנקו khryapa חריאפה khubutia חובוטיה khurtsidze חורצידזה khurtsilava חורצילווה khushtov חושטוב kibaki קיבאקי kichka קישקה kid קיד kidd קיד kidman קידמן kidon כידון kiedis קידיס kiefer קיפר kieft קיפט kielsen קילסן kieran קיראן kieran קירן kieren קירן kiir קיר kijanskas קיאנסקאס kikabidze קיקבידזה kiki קיקי kiko קיקו kills קילס kilmer קילמר kilpi קילפי kim קים kimberly קימברלי kimbra קימברה kimhi קמחי kimmich קימיך kimoto קימוטו kinda קינדה king אקולה king קינג kingsley קינגסלי kingsolver קינגסולבר kingston קינגסטון kinnear קיניר kinney קיני kinski קינסקי kinzinger קינזינגר kip קיפ kipiani קיפיאני kipketer קיפקטר kiplagat קיפלגט kipping קיפינג kiprono קיפרונו kiprop קיפרופ kiran קירן kirch קירך kirchhoff קירכהוף kiri קירי kirilenko קירילנקו kirill הראשון kirill קיריל kirino קירינו kiriyenko קיריינקו kirk קירק kirkby קרקבי kirkilas קירקילאס kirkland קירקלנד kirkman קירקמן kirkorov קירקורוב kirschenbaum קירשנבאום kirshner קירשנר kirsten קירסטן kirstie קירסטי kirsty קירסטי kirui קירוי kirwa קירווה kirwan קירוואן kiselyova קיסליובה kisenkov קיסנקוב kish קיש kishimoto קישימוטו kiska קיסקה kissin קיסין kit קיט kitadai קיטדאי kitano קיטאנו kitayenko קיטאיינקו kitovani קיטובאני kitsch קיטש kitzis קיציס kivilaan קיווילאן kiviniemi קיביניימי kiwan כיוואן kiyosaki קיוסאקי kiyotake קיוטאקה kjell של klaiman קליימן klammer קלאמר klapisch קלאפיש klara קלרה klattenhoff קלאטנהוף klaus קלאוס klavan קלבאן klawe קלווה klay קליי klein קליין kleiner קליינר kleinert האגן kleinstein קלינשטיין kleist קלייסט kleiza קלייזה klemi קלמי klepfisz קלפפיש kless קלס kleter קלטר kleybanova קלייבאנובה kliegel קליגל kliger קליגר klim קלים klima קלימה klimenti קלימנטי kline קליין klinger קלינגר klishina קלישינה kloner קלונר kloosterboer קלוסטרבואר klos קלוס klose קלוז klose קלוזה klug קלוג kluge קלוגה kluger קלוגר kluivert קלויברט klum קלום knafo כנפו knaz קנז knepper נפר knight נייט knightley נייטלי knobloch קנובלוך knohl קנוהל knoller קנולר knopfler נופלר knox נוקס knussen נאסן kobalia כובליה kobayashi קובאיאשי kobe קובי kobi קובי kobiashvili קוביאשווילי kobilka קובילקה kobluhn קובלון kobzon קובזון koch קוך kochav כוכב kochavi כוכבי koda קומי kodro קודרו koeman קומאן koenig קניג koffmann קופמן kofi קופי kogan קוגן kohan כהן kohl קוהל kohlberg קולברג kohlschreiber קולשרייבר kohn קון kohner כוהנר kohner קוהנר kohout קוהוט koivisto קויביסטו kok קוק kokabee כוכבי koke קוקה kokia קוקיה kokoity קוקויטי kokorin קוקורין kolarov קולארוב kolb קולב koldo קולדו koldun קולדון kolet קולט kolganov קולגנוב kolirin קולירין kolker קולקר kolkka קולקה koll קול kollek קולק koller קולר kolodin קולודין kolomoyskyi קולומויסקי kolyvanov קוליבנוב komac קומאץ komarovsky קומרובסקי kombarov קומבארוב komiyama קומיאמה kompany קומפני kong קונג kongolo קונגולו konitz קוניץ konno קונו konoplyanka קונופליאנקה konrads קונרדס konstantin קונסטנטין konstantinos קונסטנטינוס konstantinos קוסטנטינוס konstantinou קונסטנטינו konwitschny קונוויטשני koolhaas קולהאס koontz קונץ kooper קופר koopman קופמן kooser קוסר kopa קופה kopay קופיי kopelev קופלב koplyakov קופליאקוב koppel קופל koptev קופטב kor קור korabelnikov קוראבלניקוב korbut קורבוט korem כורם koren קורן koretski קורצקי korff קארף koriat קוריאט korine קורין kornecki קורניצקי kornelia קורנליה kornfein קורנפיין kornick קורניק korotayev קורוטאייב korte קורט korten קורטן korver קורבר korzits קורזיץ kosashvili קוסאשווילי koscielny קוסיילני koshel קושל koshevatskiy קושבצקי koshiba קושיבה kosman קוסמן kosolapov קוסולאפוב kosta קוסטה kostadinov קוסטדינוב kostadinova קוסטדינובה kostas קוסטאס kostas קוסטס kosteniuk קוסטניוק kostov קוסטוב koteas קוטיז kotler קוטלר kouba קובה kouchner קושנר koufax קופקס koufos קופוס koum קום kournikova קורניקובה kourtney קורטני koussa כוסא kovalenko קובלנקו kovalyov קובאלב kove קוב kowalski קובלסקי kowner קובנר kozameh קוסמה kozlowski קוזלווסקי kozokin קוזוקין krabbe קראבה kracht קראכט kracov קרקוב kraft קראפט krahn קרהאן krakauer קרקאואר krall קרול kramer קראמר kramer קרמר kramnik קראמניק krankl קרנקל krasimir קרסימיר krasnopolski קרסנופולסקי krasnov קרסנוב krasnovsky קרסנובסקי krassimir קרסימיר kratsman קרצמן kratysh קרטיש kraus קראוס krause קראוזה krause קראוס krauss קראוס kravets קראבטס kravets קראבץ kravitz קרביץ krayzelburg קרייזלברג krayzie קרייזי krebbers קרברס kreisel קרייסל kremer קרמר krenz קרנץ krepkina קרפקינה kress קרס kretzmer קרצמר kreuk קרוק kreuzer קרויצר krhin קרהין kriaf קריאף krickstein קריקסטיין krieger קריגר krikalev קריקאליוב krim קרים kring קרינג krinsky קרינסקי kripke קריפקה kris כריס kris קריס krishek קרישק krishna קרישנה krishnaswami קרישנאסוואמי kristal קריסטל kristal קרישטל kristanna קריסטנה kristen קריסטן kristensen קריסטנסן kristi קריסטי kristian כריסטיאן kristin קריסטין kristina קריסטינה kristine קריסטין kristof כריסטוף kristoffer כריסטופר kristofferson קריסטופרסון kristol קריסטול kristy כריסטי krisztina קריסטינה kroemer קרמר kroenke קרונקי kroes קרוס kroetz קרץ krogh קרוג kroizer קרויזר krol קרול kromowidjojo קרומווידיויו kroos קרוס kross קרוס krovopuskov קרובופוסקוב kroyanker קרויאנקר kroyter קרויטר kruger קרוגר kruglov קרוגלוב krugman קרוגמן krul קרול krumholtz קרומהולץ krumova קרומובה krupnik קרופניק kruse קרוזה krush קראש krutoy קרוטוי krysten קריסטין krystian כריסטיאן krystian קריסטיאן krzyzewski ששבסקי ksenia קסניה kshama קשאמה kubica קוביצה kubilius קוביליוס kubo קובו kucka קוצקה kudrin קודרין kudrow קודרו kudryashov קודריאשוב kudryavtseva קודריאבצבה kuechly קיקלי kuerten קוורטן kuffour קופור kugel כדורי kuijken קאוקן kuka קוקה kukors קוקורס kulakova קולקובה kulas קולס kulik קוליק kulikowski קוליקאוסקי kulka קולקה kumar קומאר kumi קודה kunal קונאל kundera קונדרה kunieda קוניידה kunihiko קוניהיקו kunik קוניק kunin קונין kunis קוניס kunitsyn קוניצין kuntz קונץ kurban גורבן kureishi קוריישי kurkov קורקוב kurkulina קורקולינה kurri קורי kurt קורט kurtz קורץ kurtzer קרצר kurupt קורופט kurylenko קורילנקו kurz קורץ kurzweil קורצווייל kusama קוסמה kusche קוש kushner קושנר kushnir קושניר kusturica קוסטוריצה kutiman קותימן kutner קוטנר kutsenko קוצנקו kuttab כותאב kuupik קופיק kuyt קאוט kuznetsov קוזנצוב kuznetsova קוזנצובה kwadwo קוואדוו kwame קוואמי kwanten קוואנטן kweli קוולי kyaw קיואו kyburz קיבורץ kyes קייס kygo קייגו kyle קייל kylie קיילי kymlicka קימליקה kyoko קיוקו kyriakos קיריאקוס kyrie קיירי la לה la espada y la rosa El Zorro זורו: החרב והוורד la fea Yo soy Betty אני בטי המכוערת la niña de la mochila azul Amy אמי - הילדה עם הילקוט הכחול laar לאר labadze לאבדזה labaki לבקי laban לבאן labbadia לאבאדיה laben לאבן labute לביוט lacamera לקאמרה lacazette לאקזט lacey לייסי lachey לאשיי lacombe לקומב lacourt לאקור lacroix לקרואה lacy לייסי ladany לדני ladd לאד ladenis לדניס lado לאדו ladurie לדורי lady ליידי laetitia לטיסיה laettner לייטנר lafferty לאפרטי lafrentz לפרנץ lagarde לגארד lagerfeld לגרפלד lagnado לניאדו lagos לאגוס lahat להט lahav להב lahiani לחיאני lahm לאם lahman לחמן lahood להוד lahoud לחוד lahti לאטי laiho לייהו laima לאימה laimbeer למביר laimdota לאימדוטה laina לאינה laine לייני lainie לייני laizy אליעזר lajos לאיוש lake לייק lakhdar לחדר lala לאלא lala ללה lallana לאלאנה lalo לאלו lam לם lama לאמה lamar לאמאר lamar למאר lamb לם lambert למברט lameck לאמק lamm לאם lammert לאמרט lamont למונט lamontagne למונטיין lamott למוט lampard למפארד lampert למפרט lana לאנה lana לנה lancashire לנקשייר lancaster לנקסטר lance לאנס lancman לנצמן lancry לנקרי land לנד landa לנדא landau לנדאו landau לנדו lander לנדר landesberg לנדסברג landis לאנדיס landon לנדון landry לאנדרי landry לנדרי landsburg לנדסברג landver לנדבר lane ליין lang לאנג lang לנג langan לנגן langdon לנגדון langella לנגלה langen לנגן langental לנגנטל langer לנגר langlands לנגלנדס langrishe לאנגריש lanier לניר lanir לניר lanovoy לנובוי lanter לנטר lanzani לנסאני lanzmann לנצמן laor לאור lapaglia לפאליה lapid לפיד lapidot לפידות lapidoth לפידות lapierre לאפייר laport לפורט laqueur לקויר lara לארה lara לרה larenz לרנז larisa לאריסה larisa לריסה laron לרון larry לארי lars לארס larsen לארסן larson לארסון larsson לארסון larter לרטר laryea לריאה lashawn לאשון lashinda לשינדה lashley לאשלי lashmanova לשמנובה laso לאסו lasri לסרי lass לס lassana לסאנה laszlo לסלאו lati לטי latifah לטיפה latimer לאטימר lato לאטו latour לאטור latrell לטרל latynina לטינינה latza לצה lau לאו lauda לאודה laudehr לאודר lauder לאודר laudrup לאודרופ lauper לאופר laura לאורה laura לורה laure לור lauren לוריין lauren לורן laurence לורנס laurent לוראן laurent לורן laurie לורי lauryn לורין lautaro לאוטרו lautner לאוטנר laver לייבר laverne לברן lavezzi לאבסי lavi לביא lavie לביא lavigne לאבין lavillenie לאבילני lavin לאבין lavine לאבין lavon לבן lavrov לברוב law לאו lawless לולס lawrence לורנס lawson לוסון laz לאז lazar לזר lazarev לאזארב lazarev לזרב lazaro לזארו lazaros לזארוס lazarov לזרוב lazutina לזוטינה le לה lea לאה lea ליא lea ליאה leadsom לדסם leah לאה leah ליה leahy לייהי leakey ליקי leandro לאנדרו leandro ליאנדרו leandros לאנדרוס leann ליאן leary לירי leatherman לדרמן lebedeva לבדייבה lebowitz ליבוביץ lebrecht לברכט leckie לקי ledecky לדקי lederman לדרמן ledesma לדסמה ledley לדלי lee לי leef ליף leer ליר leevan ליוואן lefkofsky לפקופסקי legg לג legrand לגראן lehmann להמן lehrer לרר leib לייב leibler ליבלר leibman ליבמן leibovitch ליבוביץ leibowitz ליבוביץ leidinge ליידיניה leif לייף leigh לי leighton לייטון leila ליילה leila לילא leila לילה leipheimer ליפהיימר leiter לייטר leitner לייטנר leiva לייבה leizerson לייזרזון lejarza לחרסה lekakis לקאקיס leket לקט lekman לקמן lell לל lellouche ללוש lelouch ללוש lemaitre למטר lemar למר lemieux למיה lemish למיש lemmer למר lemoine למויין lemond למונד lempel למפל lemper למפר len לן lena לינה lena לנה lendl לנדל lenjani לניאני lenk לנק lenka לנקה lennon לנון lennox לנוקס lenny לני leno לנו lenskiy לנסקי leo לאו leo ליאו leon לאון leon ליאון leona ליאונה leonard לאונרד leonard ליאונרד leonardo לאונרדו leonid לאון leonid לאוניד leonid ליאוניד leonie לאוני leonie ליאוני leonor לאונור leonov ליאונוב leontien לאונטין leontiev לאונטייב leontyne לאונטין leos ליאו leppard לפארד leppilampi לפילאמפי lerdorf לרדורף lerman לרמן lerner לרנר leroy לירוי leroy לרוי les לז les לס lesh לש leshem לשם leskanich לסקאניש lesley לזלי lesley לסלי leslie לזלי leslie לסלי lesotho השלישי lesser לסר lessig לסיג lester לסטר letsie מלך letta לטה letterman לטרמן leung לאונג leung ליונג leuthard לויטהרד lev לב levac ליבק levan לבאן levanon לבנון levar לוואר lever ליבר levey לוי levi לוי levin לוין levina לבינה levine לוין levinson לוינזון levinson לוינסון levita לויטה levitina לויטינה levitt לויט levitzki לויצקי levmore לבמור levon לבון levontin לבונטין levshin לבשין levy לוי lewandowski לבנדובסקי lewensohn לבינסון lewicki לויצקי lewinsky לווינסקי lewis לואיס lewthwaite ליוטווייט lex לורנס leyen ליין leymah לימה leyva לייבה lezcano לסקאנו li לי lia ליה liad ליעד liam ליאם liana ליאנה libai ליבאי liban ליבאן libby ליבי liberman ליברמן libeskind ליבסקינד licht ליכט lichtenstein ליכטנשטיין lichtstein ליכטשטיין lichtsteiner ליכטשטיינר lider לידר lidia לידיה lidiya לידיה lidor לידור lieberman ליברמן lieblich ליבליך liebrecht ליברכט liebskind ליבסקינד liel ליאל liev לייב lifeson לייפסן lifshitz ליפשיץ lifton ליפטון ligety ליגטי lightfoot לייטפוט ligotti ליגוטי liimatainen לימטאיינן lijphart ליפהרט lil ליל lila לילה lili לילי lilia ליליה lilian ליליאן liliane ליליאן lilith לילית lillard לילארד lillian ליליאן lilly לילי lilo לילו lily לילי lima לימה limbaugh לימבו limonad לימונד limonov לימונוב limor לימור limpar לימפאר lin לין lina לינה linas לינאס lincoln לינקולן linda לינדה lindahl לינדל lindberg לינדברג lindbergh לינדברג linde לינדה linde לינדי lindegaard לינדגארד lindelof לינדלוף lindemann לינדמן linden לינדן lindenstrauss לינדנשטראוס lindhardt לינדהרדט lindner לינדנר lindo לינדו lindroos לינדרוס lindsay לינדזי lindsey לינדזי lindsey לינדסי lindstrom לינדסטרום lineker ליניקר linford לינפורד lingane לינגאנה linghui לינגחווי lingle לינגל lingor לינגור linhart לינהארט linial ליניאל linighan ליניגן link לינק linke לינקה linkletter לינקלטר linley לינלי linn לין linn מאלין linney ליני linoy לינוי lins לינס linur לינור linus לינוס linwood לינווד lionel ליונל lior ליאור liotta ליוטה lipa ליפא lipenia ליפניה liphshitz ליפשיץ lipinski ליפינסקי lipman ליפמן lipnitskaya ליפניצקיה lippi ליפי lippin ליפין lipsker ליפסקר lipson ליפסון lipstadt ליפשטדט lipton ליפטון liran לירן liren לירן liron לירון liroy לירוי lisa ליסה lisek ליסק lisi ליסי lisicki ליזיקי lisin ליסין lisitsa ליסיצה liskov ליסקוב list ליסט litinetski ליטינצקי litmanen ליטמאנן litokwa ליטוקוואה littbarski ליטבארסקי little ליטל litton ליטון littrell ליטרל litzman ליצמן liu לו liu ליו liv ליב livanov ליוואנוב lively לייבלי livingston ליווינגסטון livingstone ליווינגסטון livio ליביו liviu ליביו livnat לבנת livni לבני liwei ליוויי liya ליה liz ליז liza ליזה liza לייזה lizzie ליזי lizzy ליזי ljuba לובה ljungberg ליונברג llamazares לימסארס llewellyn לואלין lleyton לייטון llorente יורנטה lloris לוריס llosa יוסה lloyd לויד llull יוי load transform Extract ETL loader לואדר loaf לוף loai לואי lobel לובל lobo לובו lochte לוכטה locke לוק locker לוקר lockwood לוקווד loco לוקו lodygin לודיגין loeb לוב loevy לוי loewenberg לוונברג lofton לופטון loftus לופטוס logan לוגאן logan לוגן logo.png GM תמונה:Gml.png logvinenko לוגביננקו lohan לוהן loher לוהר lois לואיס lois לויס loken לוקן lokvenc לוקבנץ lolita לוליטה lolo לולו lombaerts לומבארטס lombardozzi לומברדוזי lommel לומל london לונדון long לונג long live the king! The king is dead יחי המלך! המלך מת longoria לונגוריה longping לונגפינג loni לוני lonsbrough לונסברו loog לוג loong לונג lopes לופס lopez לופז lopilato לופילטו lorbek לורבק lorberbaum לורברבוים lord לורד lorde לורד lords לורדס loreen לורן loren לורן lorenzo לורנס lorenzo לורנסו lorenzo לורנצו loretta לורטה lori לורי lorie לורי lorik לוריק lorimer לורימר loris לוריס lorna לורנה lorraine לוריין losco לוסקו loskov לוסקוב lotan לוטן lotem לוטם lothar לותאר lothar לותר loti לותי lott לוט lotta לוטה lotte לוטה lotti לוטי lou לו lou לואיס louane לואן louganis לוגניס loughlin לוקלין louis לואי louis לואיס louise לואיז loukas לוקאס lovato לובאטו love לאב loveless לאבלס lovren לוברן low-chlorophyll High-Nutrient HNLC lowe לאו lowe לואו lowell לואוול lowell לוול lowenthal לוינטל lowey לאווי lowry לאורי lowy לואי lu לו lubelsky לובלסקי lubezki לובצקי lubin ליובין lubna לובנה lubotzky לובוצקי lubrani לוברני luc לוק luca לוקה lucas לוקא lucas לוקאס luce לוס lucero לוסרו lucette לוסט luciana לוסיאנה luciano לוסיאנו lucie לוסי lucinda לוסינדה luck לאק lucy לוסי ludacris לודאקריס ludivine לודווין ludovic לודוביק ludovico לודוביקו ludwig לודוויג lue לו lugano לוגאנו lugasi לוגסי luger פוהל lugo לוגו luhrmann לורמן luis לואיס luis לויס luisana לואיסנה luisi לואיזי luiz לואיז luiz לואיס luizianne לואיזיאני lukaku לוקאקו lukas לוקאס lukashenko לוקשנקו lukasiak לוקסיאק luke לוק lukis לוקיס lukman לוקמן lukyanenko לוקיאננקו lulu לולו lumbar spine and pelvis lower back Injuries of abdomen גב תחתון ואגן קטגוריה:פציעות בטן luna לונה lundergan לונדגרן lundgren לונדגרן lundquist לנדקוויסט lunghi לונגי lungu לונגו luol לואל lupa לופא lupolianski לופוליאנסקי lupone לופון lupu לופו lurie לוריא lurz לורץ lustbader לוסטבאדר lustenberger לוסטנברגר lustick לוסטיק lustig לוסטיג luther לותר luttwak לוטוואק lutz לוץ luuk לוק luxemburg לוקסמבורג luxemburgo לושמבורגו luxenberg לוקסנברג luz לוז luzon לוזון luzzatto לוצאטו lya ליה lydia לידיה lykhvar ליחבר lykke ליקה lymphatic vessels and lymph nodes Diseases of veins קטגוריה:מחלות ורידים ולימפה lyn לין lynda לינדה lyndhurst לינדהרסט lyndsey לינדזי lyndsy לינדסי lynn לין lynne לין lyonne ליון lyons ליונס lys ליס lysenko ליסנקו lyubarskyi לוברסקי lyubomirsky ליובומירסקי lyuboslav לובוסלב lyubov ליובוב lyudmila לודמילה lyudmila ליודמילה ma מא ma מה maalouf מעלוף maaravi מערבי maarten מארטן maayan מעין maayani מעייני mabanckou מאבאנקו mabika מאביקה mabius מביוס mac מק macalpine מקאלפין macapagal מקפגל macaulay מקולי macdonald מקדונלד macdowell מקדואל macedo מסדו maceo מייסאו macfarlane מקפרליין macgregor מקגרגור machel מאשל machnes מכנס machover מחובר macias מסיאס macijauskas מצייאוסקאס macintyre מקינטאייר mack מאק mack מק mackensie מקנזי mackenzie מקנזי mackie מאקי mackinnon מקינון mackintosh מקינטוש macklemore מאקלמור macky מאקי maclachlan מקלכלן maclaine מקליין macmillan מקמילן macpherson מקפירסון macri מאקרי macy מייסי madden מאדן maddie מאדי maddison מדיסון madeleine מדליין madeleine מדלין madeleine מדלן madeley מאדלי mader מדר madera מדרה madhuri מדהורי madigan מאדיגן madison מדיסון madoff מיידוף madonna מדונה mads מאדס madsen מדסן maduro מדורו mae מיי maeir מאיר magal מגל magariaf מגריף magath מגאת magbo מגבו magdi מגדי magen מגן maggette מגטי maggidi מגידי maggie מגי magidor מגידור magill מגיל magnini מאניני magnus מגנוס magnussen מגנוסן magomedali מגומדלי magomedov מגומדוב magomedov מגמאדוב maguire מגוואייר maguire מגווייר maguy מגי mahamadou מחמדו mahameed מחאמיד maharan מהראן maharan מהרן mahdavikia מהדוויקיה maher מאהר mahinmi מהינמי mahmmoud מחמוד mahmood מחמוד mahmoody מחמודי mahmoud מחמוד mahnaimi מחניימי mahone מאהון mahpud מחפוד mahran מהראן mahrez מחרז maia מיה maier מאייר maik מאיק maikel מייקל maimon מימון maimoni מימוני mairead מייריד maisie מייסי maisky מייסקי maisuradze מאיסורדזה maite מאיטה majalli מגלי majerle מארלי majewski מייבסקי majlinda מאילינדה makaay מקאיי makarov מקארוב makhlouf מחלוף makiya מקייה maklev מקלב makoto מקוטו makowsky מקובסקי makrides מקרידאס makriev מקרייב maksim מקסים maksyuta מקסיוטה maktoum מכתום makwala מקוואלה malahide מאלאהייד malakian מאלכיאן malala מלאלה malcolm מלקולם malcom מלקום malcomson מלקומסון malcorra מלקורה maldini מלדיני malek מאלק malena מאלנה malena מלנה malichi מליחי malick מאליק malik מאליק malini מליני maliniak מליניאק malinovsky מלינובסקי malka מלכה malke מלכה malkhaz מלחז malkiel מלכיאל malkin מלכין malkin מלקין malkmus מלקמוס mallet מאלה mallet מאלט malloy מלוי malmilian מלמיליאן malmsteen מלמסטין malone מלון maloney מלוני malouda מאלודה malovany מלובני malul מלול mamadou ממאדו maman ממן mamedyarov ממדיארוב mamet מאמט mamie מיימי mamistvalov ממיסטבאלוב mamo ממו manaf מנאף manaudou מנודו manbar מנבר manber מנבר mandanda מנדנדה mandel מנדל mandelblit מנדלבליט mandelson מנדלסון mandy מנדי manea מאנע manea מנאה manfred מנפרד manga מנגה mangala מנגאלה mangan מנגן mango מנגו manheim מנהיים maniche מאניש manilow מנילו manmohan מאנמוהאן mann מאן manna מנה manning מאנינג manninger מנינגר mannini מאניני manny מאני manny מני mano מאנו mano מנו manolescu מנולסקו manolev מנולב manolo מנולו manor מנור manquillo מאנקייו mansdorf מנסדורף mansell מנסל mansfield מנספילד manson מנסון mansour מנסור mansour מנצור mansur מנסור mantel מנטל mantver מנטבר manu מנו manuel מנואל manuel מנולו manuela מנואלה manuele מנואלה manville מנוויל manzanero מנסנרו maor מאור maoz מעוז maples מייפלס mara מארה maradona מראדונה marano מרנו marat מאראט marbury מרבורי marc מארק marc מרדכי marc מרק marceau מרסו marcel מרסל marcela מרסלה marcell מרסל marcelo מרסלו marchisio מרקיזיו marcia מרשה marcial מרסיאל marciano מרציאנו marcille מרסיל marco מארקו marco מרקו marconato מרקונטו marcos מרקוס marcus מרכוס marcus מרקוס marcuse מרקוזה mardy מרדי mare מייר marek מארק marek מרק maren מארן maresca מרסקה marg מארג marga מארגה margalit מרגלית margaret מרגרט margareta מרגרטה margarethe מרגרטה margi מרגי margitta מרגיטה margolin מרגולין margolis מרגוליס margolyes מרגוליס margot מרגו margrethe מלכת marguerite מרגרט margulies מרגוליס margvelashvili מרגוולשווילי mari מארי maria מריה mariah מריה mariam מריאם marian מאריאן marian מריאן marianne מריאן marianne מריאנה mariano מריאנו marica מאריצה marie מארי mariel מריאל mariga מאריגה marilyn מרילין marilynne מרילין marin מארין marin מרין marina מרינה marine מארין marinette מרינט marino מרינו marinoff מרינוף marinos מארינוס marinova מרינובה mario מאריו mario מריו marion מריון marisa מריסה mariska מרישקה mariss מאריס marissa מריסה marita מריטה maritza מריצה marius מריוס mariusz מאריוש mariya מריה mark מארק mark מרק markey מרקי markieff מרקיף markiplier מארקיפלייר marko מרקו markowitz מרקוביץ markram מרקרם markus מרקוס marla מרלה marlee מרלי marleen מרלן marlene מרלן marley מארלי marling מרלינג marlo מרלו marlon מרלון maroh מארו marom מרום maron מרון maroney מרוני marouane מרואן marquese מרקיז marquez מארקז marquinhos מרקיניוס marquis מרקיז marquis de Vauvenargues Luc de Clapiers המרקיז דה וובנארג marquise de Rambouillet Catherine de Vivonne קתרין דה ראמבוייה marquise de Sablé Madeleine de Souvré מאדאם דה סבלה marquise de Sévigné Marie de Rabutin-Chantal מאדאם דה סבינייה marquise du Deffand Marie Anne de Vichy-Chamrond מאדאם דו דפאנד marreese מריס marriner מרינר mars מארס marsalis מרסליס marsan מארסן marschall מארשל marsden מרסדן marsel מרסל marsha מרשה marshal מרשל marshall מרשל mart מארט marta מרתה martel מרטל martella מרטלה martelly מרטלי martha מרתה martial מרסיאל martin מרטין martin מרטן martina מרטינה martinelli מרטינלי martinez מרטינז martinez מרטינס martino מרטינו martins מרטינס marton מרטון martti מרטי marty מרטי marty מרטין martyn מרטין marvin מארווין marvin מרווין marwan מרואן marwan מרוואן marwijk מרוויק marx מרקס mary מארי mary מלכה mary מרי maryam מרים marzel מרזל marzolini מרסוליני marzouki מרזוקי masa מאסיושי masaaki מאסאקי masaaki מסאקי masalha מצאלחה masashi מאסאשי masashi מסאשי masatoshi מסטושי maseng מסנג masha מאשה mashaei משאי masharawi משהראווי mashiah משיח mashkevitch משקביץ mashour משעור masi מאסי masilela מסיללה maskawa מסקאווה maskin מסקין maslany מסלני mason מייסון masoud מסעוד masrahi מסרחי massa מאסה massala מאסלה massalha מסאלחה massaro מסארו massi מאסי massiel מסיאל massimiliano מאסימיליאנו massimiliano מסימיליאנו massimo מאסימו masta מאסטה master מאסטר masterkova מסטרקובה masterson מסטרסון mastrantonio מסטרנטוניו masud מסעוד masudi מסודי masum מעצום mat מאט mata מאטה matalon מטלון matan מתן matar מטר mataskelekele מטסקלקלה matatov מטטוב mate מטה mateescu מאתייסקו materazzi מטראצי mateschitz מאטשיץ matheson מאתסון mathew מתיו mathews מאתיוס mathews מתיוס mathias מתיאס mathieu מאתיה mathieu מתייה mathijsen מאתייסן mathilde מתילדה mathy מאתי mati מתי matisyahu מתיסיהו matitiahu מתתיהו matityahu מתתיהו matlin מטלין matlock מטלוק matmour מטמור mats מאטס matsuev מצוייב matsuhisa מטסוהיסה matsui מטסואי matt מאט matt מט mattanya מתניה mattar מאטר matteo מטאו matteo מתאו matthes מאתס matthew מתיו matthews מתיוס matthias מתיאס matti מאטי matti מתי mattia מאטיה mattia מתיה mattingly מטינגלי matuidi מטווידי matviyenko מטוויינקו matyszak מטישק matza מצא matzkin מצקין maud מוד maumoon מאומון mauno מאונו maupin מופין maura מאורה maureen מורין mauri מאורי maurice מוריס mauricio מאוריסיו maurizio מאוריציו mauro מאורו mautner מאוטנר maven מייבן mavrodi מברודי mavuba מאבובה max מקס maxi מקסימיליאנו maxim מקסים maxime מקסים maximilian מקסימיליאן maximiliano מקסימיליאנו maxine מקסין maxwell מקסוול may מאי may מיי maya מאיה mayana מעיינה mayardit מאיארדיט mayer מאייר mayer מאיר mayfield מייפילד mayim מים mayle מייל maynard מיינרד mayne מיין mayrin מיירין mays מייס mayuka מאיוקה mayumi מאיומי mayumi מאייומי mayumi מיומי mazar מזר maze מזה mazel מזאל mazie מזי mazlan מזלן mazlish מאזליש mazor מזור mazur מזור mazuwa אנסומבו mazuz מאזוז mazuz מזוז mazzola מאצולה mbah בא mbakwe אמבקווה mbeki מבקי mbola מבולה mcadoo מקאדו mcaleese מקאליס mcallister מקאליסטר mcauliffe מקאוליף mcbratney מקברטני mcbride מקברייד mcburney מקברני mccaffrey מקאפרי mccain מקיין mccalebb מקאלב mccallion מקקליון mccartan מקארתן mccarthy מקארתי mccartney מקרטני mccarty מקארתי mccaskill מקסקיל mcclair מקלייר mcclaren מקלארן mcclements מקלמנטס mccoist מקויסט mcconaughey מקונוהיי mccormack מקורמק mccoy מקוי mccracken מקראקן mccrory מקרורי mcdaniel מקדניאל mcdermott מקדרמוט mcdiarmid מקדרמיד mcdonald מקדונלד mcdonnell מקדונל mcdonough מקדאנה mcdormand מקדורמנד mcdowell מקדואל mcdyess מקדייס mcelhone מקאלהון mcevoy מקאבוי mcewan מקיואן mcfadden מקפאדן mcfadden מקפדן mcfarlane מקפרלן mcferrin מקפרין mcgann מקגאן mcgeady מקגידי mcghee מגי mcgillis מקגיליס mcgorry מקגורי mcgrady מקגריידי mcgregor מקגרגור mcguinness מקגינס mcguire מקגוויר mchale מקהייל mcinally מקינלי mcinnerny מקינרני mcinnes מקאינס mcintyre מקנטייר mckay מקיי mckee מקי mckinley מקינלי mckoy מקקוי mclachlan מקלכלן mclean מקליין mcleish מקליש mclintock מקלינטוק mcmanaman מקמנמן mcmillan מקמילן mcmillen מקמילן mcnab מקנאב mcnab מקנב mcnair מקניר mcnally מקנלי mcneice מקניס mcneill מקניל mcnichol מקניקול mcnish מקניש mcqueen מקווין mcrae מקריי mcraven מקרייוון mcsally מקסאלי mcshane מקשיין mcstay מקסטיי mctell מקטל mcvay מקווי meagan מייגן meagher מאר meaney מיני meat מיט meave מייב mebazaa מבאזע mechlowicz מקלוביץ mechoulam משולם medalen מדאלן medalie מדלי medan מדן medea מדיאה medeiros מדירוס medel מדל medhi מהדי medina מדינה mediouni מדיוני medoff מדוף medunjanin מדוניאנין medved מדבד medvedev מדבדב meester מיסטר meeus מיאוס meg מג megan מייגן megawati מגוואטי meghan מייגן megrelashvili מגרלשוילי megumi מגומי megyn מגין mehdi מהדי mehldau מלדאו mehmedi מחמדי mehmet מהמט meho מהו mehrabian מהרביאן mehta מהטה mei מיי meidan מידן meidani מיידני meier מאייר meier מאיר meighan מייהן meine מיינה meinert מיינרט meir מאיר meireles מייראלש meirelles מאירלס meiri מאירי meirman מאירמן meirom מירום meisler מייסלר meital מיטל meiwes מייווס mekel מקל mel מל mel מלאני melaine מליין melaku מלקו melamed מלמד melani מלני melania מלניה melanie מלאני melcer מלצר melchior מלכיאור melcon מלקון melgarejo מלגארחו melikson מליקסון melina מלינה melinda מלינדה melinte מלינטה melissa מליסה mellgren מלגרן mello מלו mellouli מלולי melman מלמן melnyk מלניק melo מלו melody מלודי meloni מלוני melora מלורה meltem מלטם melua מלואה melvin מלווין memmi ממי memphis ממפיס mena מינה mena מנע menachem מיקו menachem מנחם menachem מני menahem מנחם menahemi מנחמי menashe מנשה menashri מנשרי mende מנדה mendel מנדל mendels מנדלס mendelsohn מנדלסון mendes מנדז mendes מנדס mendez מנדז mendieta מנדייטה mendy מנדי meneau מנו meneghin מנגין menem מנם menendez מננדז menezes מנזס meng מנג mengistu מנגיסטו meni מנחם meni מני menken מנקן menkin מנקין menkov מנקוב menshov מנשוב mental disorders including symptomatic Organic כולל סימפטומטיות קטגוריה:הפרעות נפשיות אורגניות menteshashvili מנטשאשווילי menzel מנזל menzies מנזיס merabishvili מראבישווילי merav מרב mercedes מרסדס mercer מרסר mercier מרסייה merckx מרקס mercury מרקורי merey מרעי merhav מרחב meridor מרידור merili מרילי merino מרינו meriwether מריוותר merkel מרקל merkur מרקור merlene מרלין meromi מרומי meron מירון meron מרון merrick מריק merrin מרין merritt מריט merson מרסון mertens מרטנס mertesacker מרטסאקר meryem מריים meryl מריל meseret מסרט mesguich מזגיש meshulam משולם meshumar משומר mesika מסיקה meskhi מסחי mesnil מניל messi מסי messier מסיה messina מסינה messing מסינג messner מסנר metheny מתיני metshin מטשין metta מטא metzelder מצלדר metzger מצגר metzmacher מצמאכר meunier מונייר meyde מיידה meyer מאייר meyer מייר meyers מאיירס meyerstein מאירשטיין meyfarth מייפארת mgaloblishvili מגאלובלישווילי mhairi מארי mia מיה miari מיעארי micah מיכה micali מיקאלי micciche מישיש micha מיכה michael מייק michael מייקל michael מיכאיל michael מיכאל michael מיכה michael מיקי michael מלך michaela מיכאלה michaeli מיכאלי michaels היקנבוטום michaels מייקלס michaelson מייקלסון michail מיכאיל michal מיכל michalis מיכאליס michalka מישלקה michel מיכאל michel מישל michele מיקלה michele מישל michelin מישלן michelle מישל michelman מייקלמן michetti מיקטי michiel מיכיל michy מישי mick מייקל mick מיק mickeal מייקל mickey מייקל mickey מיקי micky מיקי micoud מיקו middleton מידלטון midler מידלר midori מידורי mie מיה mieroop מיארופ miers מאיירס miesha מישה mifsud מיפסוד mignolet מיניולה miguel מיגל migueli מיגלי miha מיחה mihai מיחאי mihaylov מיכאילוב mihok מיהוק miiko מיקו mika מיקה mikael מיקאל mikaela מיקאלה mikami מיקמי mike מייק mike מייקל mikel מיקל mikey מייקי mikhael מיכאל mikhail מיכאיל mikhail מיקייל mikhailov מיכאילוב mikhalevski מיכלבסקי mikhalkov מיכאלקוב mikheil מיכאיל mikhoel מיכאל miki מיקי mikis מיקיס mikkel מיקל mikkelsen מיקלסן mikko מיקו mikulski מיקולסקי mila מילה milan מילאן milan מילן milano מילאנו milanov מילאנוב milbrett מילברט milburn מילבורן mildred מילדרד mile מילה milene מילנה miles מיילס milevskiy מילבסקי miley מיילי milford מילפורד milgrom מילגרום mili מילי milian מילאן miliband מיליבנד milik מיליק milioti מיליאוטי milito מיליטו milken מילקן mill מיל milla מייה millan מילאן millar מילאר miller מילר millett מילט millhauser מילהאוזר milligan מיליגן mills מילס millsap מילסאפ milman מילמן milnes מילנס milo מיילו milo מילוא milorad מילורד milstein מילשטיין milton מילטון milutinov מילוטינוב mimer מימר mimi מימי mina מינה mindaugas מינדאוגאס mindy מינדי minette מינט minev מינב ming מינג minghella מינגלה mingyu מינגיו minka מינקה minkoff מינקוף minkowski מינקובסקי minnelli מינלי minnie מיני minogue מינוג minton מינטון mintz מינץ mintzberg מינצברג mira מירה mirabella מיראבלה miralem מיראלם mirallas מיראלס miranda מירנדה mireia מיריה mireille מיראל mireille מיריי miri מירי miriam מרים mirilashvili מירילשוילי miron מירון mironov מירונוב miroslav מירוסלאב miroslav מירוסלב mirren מירן mirvis מירוויס mirza מנחם mirzaei מירזאי mirzakhani מירזחאני mirziyoyev מירזייאיב mischa מישה misha מישה mishaelof מישאלוף mishal משעל mishan משען mishani משעני mishleb מישלב mishol משעול missi מיסי missy מיסי missy מליסה mistura מיסטורה misty מיסטי mitchel מיטשל mitchell מיטשל mitidis מיטידיס mitnick מיטניק mitov מיטוב mitra מיטרה mitreski מיטרבסקי mitroglou מיטרוגלו mitt מיט mittag מיטאג mitterlehner מיטרלהנר mitzna מצנע miura מיורה miyake מיאקי miyama מיאמה miyamoto מיאמוטו miyavi מייאבי miyazaki מיאזאקי mizrachi מזרחי mizrahi מזרחי mkhitaryan מחיטריאן mladenov מלאדנוב mlapa מלאפה mnouchkine מנושקין mo אגנס mo מו moaadi מעאדי moanes מואנס moawad מעווד moby מובי mocanu מוקאנו mochrie מוקרי mockus מוקוס modan מודן modano מודנו modeste מודסט modi מודי modiano מודיאנו mody מודי moe מו moe miny meeny Eeny אן דן דינו mofaz מופז moffat מופאט mogensen מוגנסן mogherini מוגריני mogilevets מוגילבץ mograbi מוגרבי mohamed מוחמד mohammad מוחמד mohammadi מוחמדי mohammadou מוהמדו mohammed מוחמד mohawke מוהוק mohr מוהר mohsen מוחסן moi מוי moisander מויסאנדר moishe משה moisiu מויסיו mokoena מוקואנה mokyr מוקיר mol מול molcho מולכו moldovan מולדובן molina מולינה molko מולקו molla מולה molly מולי momodou מומודו momsen מומסן mona מונה monaghan מונאהן moncef מונצף moncrief מונקריף mond מונד mondale מונדייל monet מונה monet מונט monetta מונטה monge מונגה moni מוני monia מוניה monica מוניקה monika מוניקה moniz מוניז monk מונק monroe מונרו monroy מונרוי monta מונטה montag מונטאג montagnier מונטנייה montalbano מונטלבאנו montano מונטנו montefiore מונטיפיורי monteiro מונטיירו montenegro מונטנגרו montero מונטרו montes מונטס montgomery מונטגומרי monti מונטי montolivo מונטוליבו montsho מונטשו monty מונטי moody מודי moogas מוגס mookie מוקי mooney מוני moorcock מורקוק moore מור moorhouse מורהאוז moorsel מורסל mor מור morahan מוראהן morales מוראלס moralez מוראלס moran מוראן moran מורן moranis מוראניס morar מוראר moray מוריי morceli מורסלי mordechai מרדכי mordehai מרדכי moreau מוראו moreh מורה morell מורל morello מורלו morelo מורלו morena מורנה moreno מורנו morera מוררה moretti מורטי morgan מורגן morgenstern מורגנשטרן morgunov מורגונוב mori מורי moriarty מוריאטי moriarty מוריארטי morientes מוריינטס morihiro מוריהירו morin מורין morin מורן morissette מוריסט morituri te salutant Ave Imperator מוריטורי טה סלוטנט אווה קיסר moritz מוריץ mornay מורניי moroz מורוז morozov מורוזוב morpurgo מורפורגו morricone מוריקונה morris מוריס morris משה morrison מוריסון morrissey מוריסי morrow מורו morse מורס morsi מורסי mort מורט mortazavi מורתזווי morten מורטן mortensen מורטנסן mortenson מורטינסון mortimer מורטימר morton מורטון mos מוס mosab מסעב moscow מוסקבה moseley מוזלי moser מוסר moses מוזס mosh מוש moshe משה mosheh משה moshel מושל moshik מושיק moshiri מושירי moshonov מושונוב mosimann מוסימן moskowitz מושקוביץ moss מוס mossek מוסק mosseri מוסרי mossi מוסי mossinson מוסינזון most מוסט mostovoi מוסטובוי mota מוטה motamed מותמד mother of Jesus Mary אם ישו מרים moti מוטי motion מושן motlanthe מוטלנטה motta מוטה motti מוטי motzfeldt מוצפלדט mouffe מוף moura מורה mourning מורנינג mouskouri מושקורי moussa מוסא moussa מוסה moussaieff מוסאיוף moussambani מוסמבאני moute מוטה moverman מוברמן movsisyan מובסיסיאן mowafaq מוואפק moyal מויאל moyer מוייר moyes מויס moyet מויה moynihan מויניהן moyo מויו mozes מוזס mozgov מוזגוב mozgovaya מוזגוביה mswati מסוואטי mu õnn ja rõõm Mu isamaa המנון אסטוניה mubarak מובארכ mubarak מובארק mubarak מוברק mudar מודר mudiay מודיאיי mugabe מוגאבה muggsy מאגסי mugrabi מוגרבי muhamad מוחמד muhammad מוחמד muhammadu מוחמדו muhammed מוחמד mukasey מוקייסי mukesh מוקש muki מוקי mukwege מקווגי mulatu מולטו mulcair מולקייר muldaur מולדואר mulder מולדר mulemo מולמו mulgrew מאלגרו muli מולי mull מול mullally מולאלי mullan מולאן mullen מאלן mullenweg מולנווג mulligan מאליגן mullin מאלין mullins מולינס mullis מוליס mulroney מלרוני mumford ממפורד muniain מוניאין munitis מוניטיס muniz מוניז munk מונק munn מאן munro מונרו munroe מונרו munson מונסון munther מונטר mununga מונונגה muqrin נסיך murad מוראד murakami מוראקאמי murakami מורקמי murat מוראט muravyova מורביובה murdoch מרדוק murer מורר murez מורז muriel מוריאל murkowski מרקאוסקי murkus מורקוס murphy מרפי murr אלמר murr מור murray מאיר murray מארי murray מאריי murray מוראי murs מארס murtaz מורתז musa מוסא musa מוסה museveni מוסווני musharraf מושארף musk מאסק muskat מוסקט muslera מוסלרה mussie מוסי musso מוסו mustafa מוסטפא mustafi מוסטפי mustaine מאסטיין mutaz מועתז muti מוטי mutko מוטקו mutlu מוטלו mutola מוטולה mutombo מוטומבו mutu מוטו mutya מוטיה muwafi מוואפי mwadi מוואדי mwai מוואי myagkov מייגקוב myers מאיירס mykola מיקולה myles מיילס myriam מרים myrick מייריק myrie מיריה myrna מירנה myron מיירון myskina מיסקינה mysterio גוטיירז mystikal מיסטיקל na נה naamah נעמה nabih נביה nabil נאביל nabil נביל nacer נאסר nachman נחמן nachshon נחשון nachtweih נאכטוואי nachum נחום nachumi נחומי nada נאדה nadal נדאל nadav נדב naddaf נדאף nadella נאדלה nader ניידר nadia נאדיה nadia נדיה nadim נדים nadine נאדין nadine נדין nadja נדיה nafa נפאע nafisi נפיסי naftali נפתלי nagano נגאנו nagar נגר nagata נגאטה nagatomo נגטומו nagen נגן nagra נגרה naha נהה nahari נהרי naharin נהרין nahimana נאימנה nahmad נחמד nahmias נחמיאס nahum נחום nahyeh נהיה nailon ניילון naim נעים naimy נעימי nairn ניירן nairo נאירו najar נחאר najer נאייר nakamatsu נאקאמטסו nakamura נקמורה nakash נקש nakasone נקסונה nakata נקטה nakayama נקיאמה naked הקאובוי nalbandian נלבנדיאן naldo נאלדו nam נאם nambaryn נמברין namie נמיאה namir נמיר nan נאן nana נאנה nana ננה nance נאנס nancy ננסי nando ננדו nani נאני nanni נני naoki נאוקי naoko נאוקו naomi נעמי naomie נעמי naor נאור naoto נאוטו nara נארה narain נראין narayan נאראיאן nardini נרדיני narendra נרנדרה narita נריטה narkis נרקיס naryshkin נארישקין nas נאס nash נאש nasheed נשיד nashef נאשף nasim נסים nasrallah נסראללה nasreen נסרין nasri נאסרי nasri נסרי nass נס nassar נאסר nastassja נסטסיה nat נאט natacha נטשה natale נטאלה natalia נטלי natalia נטליה natalie נטלי nataliya נטליה natalya נטליה natan נתן natascha נטשה natasha נטשה nate נייט nathalia נטליה nathalie נטלי nathan נייתן nathan נתן nathaniel נתנאל nathaniel נתניאל nati נתי nati נתן natkho נאתכו natsagiin נטסגין natsumi נצומי natsuo נאטסואו nattiel נאטיל nauman נאומן naumoski נאומוסקי nava נאוה navalny נבלני navarro נבארו navas נבאס naveen נאבין naveh נוה navi נאווי navok נבוק navot נבות navratilova נברטילובה nawaf נואף nawaz נוואז nawi נאווי naya נאייה naybet נייבט nayef נאיף nayla נאילה nayyar נייאר nazarbayev נזרבייב nazarova נזרובה nazer נאזר nazif נזיף nazlymov נזלימוב nazr נאזי ndlovu אנדלובו neal ניל neale ניל neall ניל nebenzahl נבנצל nechama נחמה nechemia נחמיה nechervan נכרוואן necro נקרו ned נד neeleman נילמן neeman נאמן neeskens ניסקנס neeson ניסן negreanu נגראנו negroponte נגרופונטה neguise נגוסה nehama נחמה nehemiah נחמיה nehemkin נחמקין nehoshtan נחושתן neid נייד neil נייל neil ניל neill ניל neilson נילסון neira ניירה nel נל neller נלר nellie נלי nelligan נליגן nelly נלי nelsen נלסן nelson נלסון nemanja נמניה nemat נעמת nemec נמק nemov נמוב nena ננה nenad ננאד nepal גיינדרה neri נרי neria נריה nerlens נרלנס nerlinger נרלינגר nero נרו nerve root and plexus disorders Nerve שורשי עצב ומקלעות עצביות קטגוריה:הפרעות עצבים nery נרי nes נס neshama נשמה nesher נשר nespoli נספולי ness נס nessen ניסן nessim נסים nesta נסטה nestle נסטל nestor נסטור nestoras נסטוראס nesty נסטי neta נטע netanyahu נתניהו neto נטו netrebko נטרבקו netta נטע netz נץ netzer נצר neubach נויבך neuer נוייר neufeld ניופלד neuman נוימן neumann נוימן neustein נוישטיין neuville נויביל neuwirth נויווירת nev ניב neve נב neve ניב neven נבן neville נוויל nevio נביו nevland נבלנד nevo נבו nevzlin נבזלין newble ניובל newcomers WurdBendur/Shavian/Welcome ויקיפדיה:ברוכים הבאים newell ניואל newell ניוול newhart ניוהארט newman ניומן newmark ניומרק newsom ניוסם newton ניוטון ney נעי neymar ניימאר nezha נזיאה nguyen נגוין nia ניה niall ניל niamh ניב nichelle נישל nichola ניקולה nicholas ניקולאס nicholas ניקולס nicholls ניקולס nichols ניקולס nick ניק nick ניקולס nickel ניקל nicklas ניקלאס nicks ניקס nicky ניקי nico ניקו nicodemou ניקודמו nicol ניקול nicola ניקולה nicolae ניקולאיה nicolai ניקולאי nicolas ניקולא nicolas ניקולאס nicolas ניקולה nicolas ניקולס nicole ניקול nicollette ניקולט nicos ניקוס niculae ניקולאה niederhaus נידרגראוס niedermayer נידרמאייר niedermeier נידרמאייר niekerk ניקרק niel ניאל niels נילס nielsen נילסן niemi ניימי niemiec ניימייץ nieminen ניימינן niffenegger ניפנגר night נייט nighy ניי nigmatullin ניגמטולין nik ניק nika ניקה nike ניקה niki ניקי nikita ניקיטה nikki ניקי niklas ניקלאס niklaus ניקלאוס nikola ניקולה nikolai ניקולאי nikolaj ניקולאי nikolas ניקולס nikolay ניקולאי nikoloz ניקולוז nikopolidis ניקופולידס nikos ניקולאוס nikos ניקוס nil ניל nili נילי nilis ניליס nilmar נילמר nils נילס nilsson נילסון nimar נימר nimni נמני nimrod נמרוד nimrodi נמרודי nina נינה nina נינו ninet נינט ning נינג nini ניני ninian ניניאן nino נינו nir ניר nirenstein נירנשטיין niro נירו nisan ניסן nishani נישני nishikori נישיקורי nishliu נישליו nishri נשרי nisr נסר nisreen נסרין nissan ניסן nissany ניסני nissim ניסים nissim נסים nisso ניסו nistelrooy ניסטלרוי nita ניטה nitza ניצה nitzan ניצן nitzani ניצני niu ניו niv ניב nivaldo ניבאלדו niven ניבן nivola ניבולה nkoulou נקולו nnaji נגאי noa נועה noad נועד noah נואה noah נוח noah נח noam נועם noam נעם nobby נובי noble הריחות noble נובל nobleman נובלמן noboa נובואה nobu נובו nochi נוחי nochlin נוכלין noda נודה noddings נודינגס nodia נודיה noe נואי noel נואל noem נואם nof נוף noga נוגה noked נוקד nolan נולאן nolan נולן nolasco נולסקו nolito נוליטו nolte נולטי nomvethe נומווטה non licet bovi Quod licet Iovi מה שמותר ליופיטר אסור לשור nona נונה nonda נונדה nonie נוני nool נול noomi נומי nooyi נויי nora נורה norambuena נורמבואנה norbert נורברט nord נורד nordhaus נורדהאוס nordwig נורדוויג noriega נורייגה noriko נוריקו norio נוריו norm נורם norma נורמה norman נורמן norman נחום norman פאטבוי norodom נורודום norris נוריס norton נורטון norway החמישי norwood נורווד nosa נוסא nosair נוסייר nosrati נוסרתי nossovsky נוסובסקי nota נטע note נוטה notis נוטיס noureddine נוראדין nouriel נוריאל novak נובאק novella נובלה novembre נובמברה novik נוביק novoselov נובוסלוב novoseltsev נובוסלצב nowak נובאק nowitzki נוביצקי nowotny נובוטני noy נוי nsibambi נסיבמבי nsumbu מזואה ntibazonkiza נטיבזונקיזה nucci נוסי nudel נודל nudelman נודלמן nufar נופר nuland נולנד numan ניומן numbers נמברס nunes נונז nuno נונו nurgaliyev נורגאלייב nurit נורית nurith נורית nursultan נורסולטן nussbaum נוסבאום nusseibeh נוסייבה nusserbayev נוסרבייב nutini נוטיני nutritional and metabolic diseases Endocrine תזונתיות ומטבוליות קטגוריה:מחלות אנדוקריניות nuzhat נוזהת nwakaeme נוואקמה nwankwo נוואנקוו nyad ניאד nydahl נידהל nye נאי nye ניי nyman נימאן nyrup נירופ oakenfold אוקנפולד obafemi אובפמי obama אובמה obara אוברה obeidat עוביידאת oberst אוברסט obertan אוברטן oberto אוברטו obie אובי obinna אובינה oblak אובלק obraniak אוברניאק obziler אובזילר ocampo אוקמפו ocean אושן ochmann אוכמן ochs אוקס octavia אוקטביה oddo אודו oded עודד odeh עודה odemwingie אודמווינגי oden אודן odenkirk אודנקירק odette אודט odeya אודיה odierno אודיירנו odina אודינה odinga אודינגה odion אודיון odom אודום odonkor אודונקור oehlen אוהלן of אוף of אלברט of האראלד of הבלגים of חוסיין of לטסי of מיכאי of מרגרטה of נפאל of עבדאללה of ערב of פליפה of קרלוס of של ofarim עופרים ofer עופר ofer עפר offer עופר offir אופיר ofir אופיר ofira אופירה ofoegbu אופייבו ofosu אופוסו ofra עופרה ofra עפרה oganessian אוגאנסיאן ogawa אוגאווה ogbonna אוגבונה ogden אוגדן oh או ohad אוהד ohana אוחנה ohara אוהארה ohayon אוחיון ohlhauser אוהלהאוזר ohno אונו ohuruogu אוהורוגו oistrakh אויסטרך ojamaa אויאמה oka אוקה okada אוקאדה okada אוקדה okafor אוקפור okagbare אוקגבארה okazaki אוקאזקי okkas אוקאס okker אוקר okko אוקו okon אוקון okonedo אוקונדו okoronkwo אוקורונקבו okotie אוקוטיה okounkov אוקונקוב okrand אוקרנד okruashvili אוכרואשווילי oksana אוקסנה okun אוקון okur אוקור ola אולה oladipo אולדיפו olaf אולף olafur אולאפור olano אולנו olarenwaju לארי olarra אולארה oldenburg אולדנבורג oldfield אולדפילד oldham אולדהם oldman אולדמן ole אולה oleg אולג oleguer אולגר oleh אולג oleksandr אולכסנדר oleksandr אלכסנדר olga אולגה olha אולגה oli אולי oliel עוליאל olier אולייר olin אולין olinga אולינגה oliseh אוליסה oliseh אוליסך olivella אוליביה oliver אוליבר olivero אוליברו olivia אוליביה olivier אוליבייה olk אולק ollanta אויאנטה olly אולי olmert אולמרט olmo אולמו olov אולוב olowokandi אולווקנדי olsen אולסן olshansky אולשנסקי olson אולסון olsson אולסון olympia אולימפיה olynyk אוליניק olyphant אוליפנט olzon אולזון omar עומאר omar עומר omari אומארי omer עומר omer עמר omid אומיד omri עומרי omri עמרי onana אוננה ondrej אונדריי oniani אוניאני ono אונו onopko אונופקו onyshchenko אונישנקו oona אונה oper אופר ophir אופיר oppenheimer אופנהיימר oprah אופרה or אור or אורי or Conrad's Ride to the South Seas The 35th of May שלושים וחמישה במאי or On Education Emile או על החינוך אמיל or The Four Zoas Vala או ארבע הזואות ואלה or The Silver Skates Hans Brinker הנס ברינקר or an Universal Dictionary of Arts and Sciences Cyclopædia ציקלופדיית צ'יימברס or not to be To be או לא להיות להיות or the 120 Days of Sodom Salò סאלו או 120 ימי סדום or the London Charivari Punch פאנץ' ora אורה oramo אוראמו orbach אורבך oreiro אוריירו orel אוראל oren אורן oresharski אורשרסקי orestis אורסטיס orhan אורהאן ori אורי oribe אוריבה origi אוריגי oriol אוריול orion אוריון orit אורית orla אורלה orlan אורלאן orlando אורלנדו orlev אורלב orli אורלי orlova אורלובה orly אורלי orman אורמן orna אורנה orna ארנה ornan אורנן ornella אורנלה oron אורון orr אור orser אורסר orsi אורסי orson אורסון orszag אורסג ortega אורטגה orton אורטון osako אוסאקו osama אוסאמה osbourne אוסבורן oscar אוסקר oseevsky אוסייבסקי oshaya אושעיה osher אשר osheroff אושרוף oshik אושיק oshoala אושואלה oshrat אושרת oshrat אשרת oshri אושרי osinov אוסינוב osipova אוסיפובה osman אוסמן osment אוסמנט osnat אוסנת osorio אוסוריו ospina אוספינה ossi אוסי ostapenko אוסטפנקו osterc אוסטרץ ostfeld אוסטפלד ostrovsky אוסטרובסקי ostrowsky אוסטרובסקי ostvind אוסטוינד osvaldo אוסבלדו osvaldo אוסוולדו otar אותר otellini אוטליני othman עותמן otmar אוטמר otniel עתניאל otsuka איי ottenbrite אוטנברייט otter אוטר ottervik אוטרוויק ottesen אוטסן ottey אוטי ottl אוטל ottman עותמאן ottmar אוטמאר otto אוטו ottolenghi אוטולנגי otunbayeva אוטונבייבה ouakili וואקילי ouattara ואטארה ouda עודה ould ולד ouriel אוריאל ousmane עוסמאן oussama אוסאמה outhier אוטייה outhwaite אאותווייט ouyahia אויחיה ovadia עובדיה ove אובה oved עובד overath אובראט overbeck אוברבק overbye אוברבי overmars אוברמארס overstreet אוברסטריט ovett אובט ovidiu אובידיו owen אואן owen אוון owomoyela אוומויילה oxenberg אוקסנברג oyakawa אויאקאווה oyelowo אוילאו oz אוז oz עוז ozan אוזאן ozeki אוזקי ozick אוזיק ozzie אוזי ozzy אוזי p פי paasilinna פאסילינה pablo פאבלו pablo פבלו pace פייס packer פאקר packer פקר pacquiao פקיאו padar פדאר paddon פאדון paddy פאדי padmasree פאדמסרי pahlavi דיבה pahor פאחור pahud פהו paice פייס pakarinen פאקארינן pakhmutova פחמוטובה paksas פקסס pal פל palacio פאלאסיו palacio פלאסיו palacios פאלאסיוס palelashvili פללשווילי paletta פאלטה paley פיילי palikot פאליקוט palin פיילין pallenberg פלנברג palli פאלי palma פלמה palmer פאלמר palmo פאלמו paloschi פאלוסקי paltrinieri פלטריניירי paly פאלי pam פאם pam פם pamela פמלה pamfilova פמפילובה pamuk פאמוק panagiotis פנאיוטיס pander פאנדר pandev פאנדב panetta פאנטה panettiere פנטייר panico פאניקו panka פאנקה pankratov פנקראטוב panov פאנוב pantelis פאנטליס pantilimon פנטילימון panula פאנולה paola פאולה paolini פאוליני paolo פאולו papa פאפא papademos פפדמוס papadimitriou פאפאדימיטריו papadopoulos פאפאדופולוס papadopulos פאפאדופולוס papaloukas פאפאלוקאס papandreou פפנדראו paparizou פפאריזו papastathopoulos פאפאסטאטופולוס papert פאפרט papi פפי papoulias פפוליאס pappa פאפה pappano פאפאנו pappoe פאפו papushado פפושדו paquin פקווין paradinas פרדינס paradis פאראדי paravac פרבץ paravidino פרווידינו pardew פארדיו pardeza פרדסה pardo פרדו paredes פארדס parejo פארחו parillaud פריו paris פריס pariser פאריסר parish פאריש parisot פאריזוט paritzky פריצקי park פארק parker פארקר parker פרקר parkin פרקין parkinson פרקינסון parks פארקס parlour פארלור parminder פרמינדר parnas פרנס parnell פרנל parreira פריירה parrilla פרייה parrish פאריש parrott פארוט parsipur פארסיפור parsons פרסונס parton פרטון paruz פרוז parvanov פרבאנוב pascal פסקל pascoe פאסקו pasdar פסדר passard פאסאר passarella פסארלה passig פסיג passos פאסוש passy פאסי pastan פסטן pasternak פסטרנק pasteur פסטר pastore פסטורה pastorutti פסטורוטי pastrana פסטרנה pastreich פסטרייך pat פאט pat פט pat פטריק patel פאטל pateman פייטמן paterson פטרסון patil פטיל patinkin פטינקין paton פטון patriarch אירינאוס patriarch קיריל patrice פטריס patricia פטרישה patricia פטרישיה patrick פטריק patrik פטריק patrizia פטריציה patrushev פטרושב patsatsia פצציה patsy פטסי patt פת patterson פטרסון patti פטי pattinson פטינסון patton פאטון patton פטון pattou פאטו patty פאטי patty פטי patzaichin פטזאיקין pau פאו paul פאול paul פול paula פאולה paula פולה pauleta פאולטה paulina פאולינה pauline פולין paulinho פאוליניו paulo פאולו pauls פאולס paulson פולסון pausini פאוזיני pavan פאוואן pavel פאבל pavel פבל paver פייבר pavol פוול pawlenty פולנטי paxton פקסטון payet פאייה paymer פיימר payne פיין pays de nos aïeux Salut à toi המנון טוגו payton פייטון paz פאס paz פז pazi פזי pazner פזנר peace פיס peake פיק pearce פירס pearl פרל pears פירס pearson פירסון peart פירט peaty פיטי pedersen פדרסן pedro פדרו pedrosa פדרוסה peet פיט pegg פג peggy פגי peirsol פירסול pekerman פקרמן pele פלה peled פלד peleg פלג pelekanos פלקאנוס peles פלס pelevin פלווין peli פלי pelin פלין pelkonen פלקונן pellegrini פלגריני pellegrino פלגרינו pelosi פלוסי pelton פלטון peltz פלץ pemberton פמברטון pen פן pence פנס pendleton פנדלטון penelope פני penelope פנלופה penev פנב peng פנג penicheiro פנישיירו peniel פאניאל penn פן pennac פנק pennacchi פנאקי pennetta פנטה penney פני penning פנינג penny פני penslar פנסלר pepe פפה pepper פפר per פר perabo פראבו perahia פרחיה peralta פראלטה perdue פרדו perednik פרדניק peregrym פרגרים pereira פריירה perel פרל perelman פרלמן peres פרס peretz פרץ perez פרז peri פרי perick פריק perkins פרקינס perkiss פרקיס perles פרלס perlman פרלמן perlmutter פרלמוטר perlow פרלוב perminov פרמינוב perniola פרניולה pero פרו perot פרו perrelli פרלי perri פרי perrine פרין perroni פרוני perrotta פרוטה perry פרי persie פרסי persoff פרסוף persson פרסון pertwee פרטווי pervez פרבז pesach פסח peser פסר peso פסו petacchi פטאקי petar פטר pete פיט petel פתל peteleu פטלאו peter פטר peter פיטר peters פיטרס petersen פטרסן petersen פיטרסון peterson פיטרסון petignat פטינה petit פטי petr פטר petra פטרה petraeus פטראוס petrakis פטראקיס petre פטרה petrenko פטרנקו petrescu פטרסקו petri פטרי petria פטריה petrini פטריני petro פטרו petrov פטרוב petrova פטרובה petry פטרי pets פץ petsalnikos פטסאלניקוס pettersen פטרסן petterson פטרסון pettis פטיס pettit פטיט petty פטי pettyfer פטיפר petula פטולה pewdiepie פיודיפאי peyman פימאן peyton פייטון pezaro פיזרו pfeiffer פייפר phan פאן pharoah פרעה pharrell פארל phelps פלפס phil פיל phil פיליפ philbrick פילבריק philip פיל philip פיליפ philipp פיליפ philippe מלך philippe פיליפ philippe פיליפה philips פיליפס philipsson פיליפסון phill פיל phillip פיליפ phillippe פיליפה phillips פיליפס phoebe פיבי phoenix פיניקס phuc פוק phyllida פילידה phyllis פיליס pia פיה piano פיאנו piatkowski פיאטקאוסקי piatti פיאטי piazza פיאצה picardo פיקארדו piccoli פיקולי pichler פיכלר pichon פישון pick פיק pickering פיקרינג pickett פיקט pickup פיקאפ picotto פיקוטו piekha פייכה pienaar פינאר pierce פירס piero פיירו pierre פייר pierse פירס piersic פיירסיק pierson פירסון piet פיט pieter פיטר pieterse פיטרס pietro פייטרו pike פייק piketty פיקטי pilar פילאר pilgrim פילגרים pilkington פילקינגטון pillay פילאי pim פים pina פינה pinas פינאס pinayeva פינאיבה pincas פנקס pinchas פינחס pinchas פנחס pine פיין pines פיינס pinhas פנחס pinhasi פנחסי pinheiro פיניירו pini פיני pink פינק pinkas פנקס pinker פינקר pinkney פינקני pinnock פינוק pinola פינולה pinsky פינסקי pintauro פינטאורו pinter פינטר pintilii פינטילי pinto פינטו pinyan פיניאן piontek פיונטק piotr פיוטר piper פייפר pipes פייפס pippa פיפה pippen פיפן piran פירן pirkis פירקיס pirlo פירלו pirmin פירמין piron פירון pirri פירי pirsig פירסיג pisetsky פיסצקי pistorius פיסטוריוס pitbull פיטבול pitt פיט piven פיבן pivnik פיבניק pivot פיבו pivovarova פיבוברובה pixie פיקסי pizanti פיזנטי pizarro פיסארו pizzelli פיזאלי pizzey פיצי pizzi פיצי pjaca פיאצה placente פלסנטה plamen פלמן planas פלאנס plant פלאנט platini פלאטיני platt פלאט plaut פלאוט plaza פלזה plesner פלסנר plet פלט pletikosa פלטיקוסה plevneliev פלבנלייב plitmann פליטמן ploskov פלוסקוב plumlee פלאמלי plummer פלאמר plushenko פלושנקו plyukfelder פליוקפלדר pnina פנינה pnini פניני podhoretz פודהורץ podolski פודולסקי poehler פולר poewe פווה pogba פוגבה pogodi! Nu פוגודי! נו pogrebnyak פוגרבניאק pohamba פוהאמבה pohlers פוהלרס pointer פוינטר poitier פואטייה poklonskaya פוקלונסקאיה pol פול polani פולני polanski פולנסקי polgar פולגאר poli פולי poliakoff פוליאקוף poliker פוליקר polina פולינה poll פול pollack פולק pollak פולאק pollak פולק pollan פולן pollard פולארד polley פולי pollini פוליני polly פולי polonsky פולונסקי poloz פולוז polster פולסטר polterovich פולטרוביץ polukarov פולוקארוב poly פולי polyakov פוליאקוב polyansky פוליאנסקי pomerance פומרנץ pompeo פומפאו ponedelnik פונדלניק pongolle פונגול ponomariov פונומריוב ponomaryova רומשקובה ponta פונטה ponting פונטינג pontus פונטוס ponzio פונסיו poom פום pop פופ popa פופה pope בנדיקטוס popescu פופסקו popov פופוב popper פופר popplewell פופלוול poppy פופי porat פורת porath פורת poraz פורז porfirio פורפיריו porokara פורוקארה poroshenko פורושנקו porter פורטר portia פורשיה portillo פורטיו portis פורטיס portisch פורטיש portman פורטמן portnoy פורטנוי porush פרוש posen פוזן posey פוסי posner פוזנר postma פוסטמה potanin פוטנין potec פוטק potente פוטנטה potter פוטר poul פול poulsen פאולסן poupée de son Poupée de cire poupée de son Poupée de cire povenmire פוונמיר powe פואו powell פאוול power פאוור powers פאוורס poyet פוייט poynter פוינטר pozdnyakov פוזדניאקוב prado פראדו prager פרגר pralija פראליה prasad פרסאד pratibha פרטיבה pratt פראט prawat פראוואט preda פרדה preetz פריץ preis פרייס preisner פרייזנר preity פריטי prem פרם prepon פריפון presas פרסאס prescott פרסקוט presley פרסלי press פרס pressler פרסלר prica פריצה price פרייס priest פריסט prikhodko פריחודקו primo פרימו primor פרימור prince הנסיך prince ירדן prince פרינס princess הנסיכה princess נסיכת principal פרינסיפל printezis פרינטזיס prinz פרינץ prion פריאון priscilla פריסילה privalova פריבלובה prodi פרודי prohorenkovs פרוחורנקובס prokhorov פרוכורוב prosor פרושאור prost פרוסט protasov פרוטאסוב proval פרובל prowse פראוז prudovsky פרודובסקי pruitt פרואיט prunariu פרונאריו prunella פרונלה prusiner פרוזינר prussian פראשן pruzzo פרוצו prydz פרידץ psakhis פסחיס psy סיי ptashka פטשקה puck פאק pukki פוקי pulecio פולסיו pulido פולידו pullman פולמן pulver פולבר pumpido פומפידו pundak פונדק pundik פונדק punk ברוקס purcell פרסל purificacion פוריפיקסיון purvis פרוויס putievsky פוטיבסקי putin פוטין putnam פטנאם puyol פויול pyatov פיאטוב pyle פייל pylyavskyi פילאבסקי pyttel פיטל père Eugène Goossens אז'ן גוסנס האב q קיו qaboos קאבוס qadeer אלקדיר qadri קדרי qadura קדורה qandil קנדיל qasem קאסם qassem קאסם qatamesh קטאמש qedar קדר qimron קימרון quagliarella קוואליארלה quaid קווייד quant קוואנט quaresma קווארסמה quarrey קוורי quarrie קווארי quasthoff קווסטהוף quayle קווייל queen קווין queiroz קיירוש quentin קוונטין quezada קזאדה quignard קיניאר quincy קווינסי quini קיני quinn קווין quintana קינטנה quinto קווינטו quique קיקה quirke קווירק qurei קריע raabe ראבה raafat ראפת raanan רענן rabat רבאט rabbo רבו rabbuh רבו rabe רייב rabi רבי rabin רבין rabinovich רבינוביץ rabinovitch רבינוביץ rabinyan רביניאן rabiot רביו rachamim רחמים rachel רחל rachel ריישל rachid ראשיד rachida רשידה rachlin רחלין rachman רחמן rada רדא radamel רדאמל raday רדאי radcliffe רדקליף rade ראדה radebe ראדבה rader ראדר radford רדפורד radi ראדי radia רדיה radonski רדונסקי radu ראדו raduljica ראדוליצה radziwill רדזיוויל rae מוינט raed ראאד raeder רידר raef ריף raekwon רייקון raewyn ריווין rafael רפאל rafael רפי rafaeli רפאלי rafe רייף raff רף raffaele רפאלה rafferty רפרטי rafi רפאל rafi רפי rafik רפיק rafinha ראפיניה rafter ראפטר ragen רגן ragnar רגנאר rahamim רחמים raheem ראהים rahim רחים rahimi רחימי rahm רם rahman רחמן rahmon רחמון rahn ראן rahnavard ראהנאווארד rahola ראולה rahul רהול rai ראי raichel רייכל raidman ראידמן raikin רייקין raila ראליה raimi ריימי raimond ריימונד raimonds ריימונד rainer ריינר raisa ראיסה raisman רייזמן raison רייסון rajoy רחוי rajskub רייסקוב rakim ראקים rakita רקיטה rakover רקובר raldes ראלדס ralph ראלף ralph רייף ralph רלף ralston רלסטון raly ראלי ram ראם ram רם rama ראמה rama רמה ramadan רמדאן ramakrishnan רמאקרישנן ramazzotti רמאצוטי ramel ראמל ramelow ראמלו ramenofsky רמנובסקי rami ראמי rami רמי ramires רמירס ramirez רמירז ramon רמון ramos ראמוס rampling רמפלינג ramsay רמזי ramsey ראמזי ramy ראמי ramy רמי ramzan רמזן ramzi רמזי ramzy ראמזי ran רן rana רנא ranan רענן rand ראנד rand רנד randall רנדאל randall רנדל randi רנדי randle רנדל randolph רנדולף randy רנדי rangelov ראנגלוב ranieri ראניירי rankin רנקין rankine רנקין ranocchia ראנוקיה ranomi ראנומי ranulph ראנולף rapace ראפאס rapaport רפפורט raphael הדנה raphael רפאל raphi רפי raphie רפי rapoport רפופורט raquel ראקל raquel רחל raquel רקל raquel שאול rashad רשאד rashard רשארד rasheed ראשיד rashford רשפורד rashid ראשד rashid ראשיד rashid רשיד rashkovsky רשקובסקי rasizade ראסיזאדה raskin רסקין raslan רסלאן rasmus ראסמוס rasmus רזמוס rasmussen ראסמוסן rasnic רזניק ratajkowski רטאייקאוסקי rath רט ratner ראטנר rattle ראטל ratzabi רצאבי ratzon רצון rau ראו rauch ראוך rauch ראוש rauffmann ראופמן raul ראול rauner ראונר ravanelli ראבנלי raveena ראווינה ravelli ראבלי ravenscroft רייבנסקרופט raver רייבר ravid רביד ravin רייבין ravitz רביץ raviv רביב ravshan רוושאן rawat ראוואט rawhi רווחי rawlins רולינס ray ריי raykov רייקוב raymond ריימונד raymond רימון raymonde ריימונד rayner ריינר raz רז raza רזא razak ראזאק razdolina רזדולינה razel רזאל razi רזי razin רזין razvozov רזבוזוב re-entrants and pockets Salients מבלט rea ריאה reaser ריזר rebecca רבקה rebel רבל rebelo רבלו rebko רבקו rebrov רברוב recanati רקנאטי rechter רכטר rechtman רכטמן reck רק reda רדא redd רד reddick רדיק redford רדפורד redgrave רדגרייב rediker רדיקר redknapp רדנאפ redman רדמן redmayne רדמיין redondo רדונדו reed ריד reedus רידוס reef ריף reese ריס reeves ריבס refaeli רפאלי refaelov רפאלוב refn רפן refua רפואה regan ריגן regan רייגן regener רגנר regev רגב regling רגלינג rego רגו rehhagel ריהאגל rehmer רהמר rehov רחוב reibenbach רייבנבך reich רייך reichert רייכרט reichl ריישל reichman רייכמן reid ריד reif רייף reilly ריילי reimann ריימן rein ריין reina ריינה reiner ריינר reinertsen ריינרטסן reinfeldt ריינפלט reingold ריינגולד reinhard ריינהרד reinhold ריינהולד reinisch רייניש reinsch ריינש reisenberger רייזנברגר reiser רייזר reisinger ריזינגר reiss רייס reiter רייטר reiziger רייזיחר rekha רקהה rem רם remini רימיני rena רינה renata רנאטה renate רנטה renato רנאטו renaud רנו rene רנה renen רנן rennert רנרט rensenbrink רנסנברינק rensing רנסינג renzi רנצי renzo רנצו repin רפין reshef רשף resin רסין resnick רזניק reto רטו retton רטון reuben ראובן reus רויס reuter רויטר reuven ראובן revaz רוואז reviel רויאל revital רויטל revivo רביבו revolori רוולורי rex רקס rexach רשאק rexha רקסה rexhep רחספ rey אוסקר rey ריי reyes רייס reymond ריימונד reynaldo ריינלדו reynolds ריינולדס reza רזא reza רזה rezaee רזאי reztsova רזצובה rhames ריימס rhea ראה rhijn ראיין rhimes ריימס rhoda רודה rhymes ריימס rhys ריס ribbeck ריבק ribeiro ריביירו ric ריק rica ריקה ricardinho ריקארדיניו ricardo ריקארדו ricardo ריקרדו riccardo ריקרדו ricci ריקי rice רייס richard רישאר richter ריכטר rick ריק rickard ריקארד rickards ריקרדס ricken ריקן ricketts ריקטס ricki ריקי rickie ריקי rickles ריקלס ricky ריקי rico ריקו rida ריידה ridley רידלי riedel רידל riera ריירה riesman רייסמן riess ריס rifaat רפעת riff ריף rifkin ריפקין rigby ריגבי rigg ריג righetti ריגטי rihanna ריהאנה rihm ריהם riise רייסה rijkaard רייקארד rijmen ריימן rik ריק rikan ריקן rikhter ריכטר riki ריקי riklis ריקליס riley ריילי rimawi רימאוי rimes ריימס rina רינה rina רנה rinat רינאט rinat רינט rinat רינת rineke רינקה riner רינר ringo רינגו ringwald רינגוולד rink רינק rintoul רינטול rio ריו rioch ריוק riordan ריירדן rip ריפ riper רייפר rips ריפס riseborough רייסבורו risenzon ריסנזון rishony ראשוני riskin ריסקין rita ריטה ritson ריטסון ritter ריטר riva ריבה rivaldo ריבאלדו rivas ריבאס rivellino ריבלינו rivera ריברה rivers ריברס rivest ריבסט rivka רבקה rivkin ריבקין rivlin ריבלין rivolta ריוולטה rix ריקס riyad ריאד rizzoli ריצולי roa רואה roald רואלד roash רואש rob רוב roba רובה robards רוברדס robas רובס robb רוב robb רוברט robben רובן robbie רובי robbins רובינס robby רובי robert ישראל robert רובר robert רוברט roberta רוברטה roberto רוברטו roberts רוברטס robertson רוברטסון roberval רוברבל robin רובין robinho רוביניו robinson רובינסון robles רובלס robson רובסון roby רובי robyn רובין rocas רוקאס rocchi רוקי rocha רושה roche רוש rocheteau רושטו rock רוק rockwell רוקוול rod רוד rodberg רודברג roddick רודיק roddy רודי rode רודה roden רודן rodica רודיקה rodman רודמן rodney רודני rodnina רודנינה rodolfo רודולפו rodrigo רודריגו rodrigue רודריג rodriguez רודריגז rodshtein רודשטיין roee רועי roeg רוג roei רועי roemer רומר roerig רוריג rofe רופא rogel רוגל roger רוגר roi רועי roitfeld רויטפלד roiz רויז roizman רויזמן rojas רוחאס rojo רוחו rokeach רוקח rokni רוקני rol רול roland רולאן roland רולאנד roland רולנד rolanda רולנדה rolandas רולנדס rolando רולאנדו rolando רולנדו rolf רולף rolfes רולפס rolff רולף rollins רולינס rollo רולו rolnik רולניק rolston רולסטון romagnoli רומאניולי romain רומאן romain רומיין romain רומן roman רומאן roman רומן romanenko רומננקו romania הראשון romano רומנו romantsev רומנצב romashina רומשינה romberg רומברג romelu רומלו romeo רומאו romeo רומיאו romer רומר romera רומרה romero רומרו romeu רומאו romijn רומיין romina רומינה romm רום romney רומני romola רומולה rompuy רומפיי române! Deșteaptă-te המנון רומניה ron רון ron רונלד rona רונה ronald רון ronald רונאלד ronald רונלד ronaldinho רונאלדיניו ronaldo רונאלדו ronan רונן roncaglia רונקגליה ronda רונדה ronee רוני ronell רונאל ronen רונן roni רוני ronit רונית ronitt רונית ronnie רון ronnie רוני ronny רוני rono רונו ronson רונסון ronstadt רונסטאדט rontzki רונצקי rony רוני rooker רוקר rooley רולי rooney רוני root רוט roque רוקה rory רורי rosales רוסאלס rosalind רוזלינד rosalynn רוזלין rosamund רוזמונד rosanna רוזנה rosario רוזריו rosario רוסריו rosarita רוזריטה rosberg רוזברג rose רוז roseanne רוזאן roseli רוזלי rosemarie רוזמרי rosemary רוזמרי rosen רוזן rosen רוסן rosenau רוזנאו rosenbaum רוזנבאום rosenberg רוזנברג rosenblum רוזנבלום rosendahl רוזנדהל rosenfeld רוזנפלד rosenstein רוזנשטיין rosenthal רוזנטל rosewall רוזוול rosh ראש rosh רוס roshan רושאן rosie רוזי rosina רוזינה roskam רוסקאם rosling רוסלינג rosnay רונה rosolino רוסולינו ross רוס rossellini רוסליני rossi רוסי rossinelli רוסינלי rossman רוסמן rossum רוסום rossy רוסי rost רוסט roston רוסטון roswell רוזוול rot רות rotan רוטאן rotariu רוטאריו rotaru רוטרו rotbard רוטברד rotblit רוטבליט rotem רותם rotenberg רוטנברג roth ראטה roth רוט roth רות rothberg רוטברג rothhammer רותהמר rothman רוטמן rothschild רוטשילד rotman רוטמן rottenberg רוטנברג roubini רוביני rouhani רוחאני rourke רורק rousey ראוזי rousseff רוסף rousset רוסה rouvas רובאס roux רו rove רוב rover רובר rovner רובנר rowan רואן rowdy ראודי rowland רולנד roxana רוקסנה roxann רוקסן roy רואה roy רוי roy רועי roya רויה royal המלכותית royal רויאל royo רויו royston רויסטון roza רוזה rozin רוזין rozov רוזוב ruah רוח rubashkin רובשקין rubel רובל rubik רוביק rubin רובין rubina רובינה rubinfeld רובינפלד rubinger רובינגר rubinovitz רובינוביץ rubinstein רובינשטיין rubio רוביו ruby רובי ruchama רוחמה rudd ראד ruderman רודרמן rudi רודי rudisha רודישה rudnick רודניק rudolf רודולף rudolph רודולף rudy רודי ruebner ריבנר rueda רואדה ruehl רוהל ruel רואל ruess רוס ruffalo רופאלו rufus רופוס ruhama רוחמה ruhl רוהל rui רוי ruiz רואיז ruiz רואיס rukavytsya רוקביציה rulon רולון ruman רומן rumiko רומיקו rummenigge רומניגה rumsfeld רמספלד runne רונה rupaul רופול rupert רופרט rupo רופו ruscalleda רוסקאיידה rusescu רוססקו rush ראש rush רש rushbrook ראשברוק rushdie רושדי rusheen רשין ruskin ראסקין ruslan רוסלאן ruslan רוסלן russ ראס russ רוס russell ראסל russo רוסו rust רוסט rusty ראסל rutan רוטאן rutger רוטגר ruth רות rutherford רתרפורד rutherfurd רותרפורד rutskoy רוצקוי rutte רוטה rutu רותו ruud רוד ruutu רוטו ruzicka רוזיצקה ryan ראיין ryan ריאן ryan רייאן rybak ריבאק rybolovlev ריבולובלב rydell ריידל ryder ריידר ryding רידינג rydingsvard רידינגסווארד rykiel ריקייל rykka רייקה rylance ריילנס ryosuke ריוסוקה rypakova ריפקובה ryumin ריומין rza ריזה saab סעב saade סעדה saadi סעדי saado סעדו saakashvili סאקשווילי saanei סאנעי saari סערי saat סאאת saba סבע sabag סבג sabahi סבאחי saban סבן sabar צבר sabatini סבטיני sabato סבתו sabbagh סבאג sabbah סבאח sabella סאבלה sabine זאבינה sabine סבינה sabitzer סביצר sabonis סאבוניס sabrina סברינה saca סאקה sacchi סאקי sacha סשה sachar סאקר sachs סאקס sackhoff סאקהוף sacks זקס sadakazu סדקזו sadan סדן sadat סאדאת sadayev סדאייב sade שאדיי sade שדה sadie סיידי sadiq סאדיק sadovyi סאדוביי sadygov סאדיגוב saeb סאיב saeed סעיד saenko סאיינקו safar ספאר safari ספארי safdie ספדיה saffron ספרון safin סאפין safina סאפינה safonov ספונוב safouri ספורי safra ספרא safra צפרא safura סאפורה sagal סגל sagall סגל sagan סאגאן saget סאגט sagi שגיא sagiv סגיב sagiv שגיב sagna סאניה sagnier סנייה sagnol סניול saguy שגיא saha סאהה sahar שהר saharon שהרן sahlin סהלין sahlins סהלינס said סעיד saidi סעידי saif סאיף sailhac סאייאק saimon סיימון saint סיינט saitiev סאיטייב sakari סאקארי sakel סקל sakharof סחרוף sakhnovski סחנובסקי sakho סאקו sakineh סקינה sakis סאקיס saladino סלדינו saladuha סלדוחה salah סאלח salah סלאח salam סלאם salas סאלאס salazar סלזאר salcedo סלסדו salcido סלסידו saldana סלדנה saleem סלים saleh סאלח salehi סאלחי salem סאלם salenko סלנקו sali סאלי salif סאליף salihi סליחי salim סלים salinas סלינאס salita סליטה salivary glands and jaws Diseases of oral cavity בלוטות רוק ולסתות קטגוריה:מחלות חלל פה sall סאל sallai סלי sallallich סלליך salling סאלינג sally סאלי salma סלמה salman מלך salman סלמאן salmond סלמונד salmovitz סלמוביץ salnikov סלניקוב salome סלומה salomon סלומון salomonowitz סלומונוביץ salonga סלונגה salpingidis סלפינגידיס saltza סלטצה salva סאלווה salvatore סלבטורה salvio סאלביו salwa סלוה salzberger זלצברגר sam סם sam שמוליק samadi סאמאדי samaha סמאחה samantha סמנתה samar סאמר samaras סמאראס samaras סמראס samardo סמארדו samaris סמאריס samat סמאט samba סאמבה samberg סמברג sami סאמי sami סמי samir סמיר sammer זאמר sammy סמי samohin סמוכין sampaoli סמפאולי sampat סמפט samper סמפר sampras סמפראס sampson סמפסון samrin סמרין samson שמשון samuel סמואל samuel סמיואל samuel שמואל samuels סמואלס samuelsson סמואלסון samuli סאמולי samy סמי san סן sanad סנד sanada סנאדה sanader סאנאדר sanctis סאנטיס sand זנד sand סאנד sandahl סנדל sandal סנדל sandberg זנדברג sandberg סנדברג sandel סנדל sander סאנדר sander סנדר sandercock סנדרקוק sanderling זנדרלינג sanders סנדרס sanderson סנדרסון sandi סנדי sandie סנדי sandino סנדינו sandler סנדלר sandoval סנדובל sandow סנדאו sandra סנדרה sandrine סנדרין sandro סנדרו sands סנדס sandy סנדי sandy סנדרה saneyev סנייב sanford סנפורד sangalo סנגלו sanger סנגר sanogo סנוגו sansal סנסל sansom סנסום sant סנט santa סנטה santamarta סנטמרטה santana סנטנה santi סנטי santiago סנטיאגו santigold סאנטיגולד santillana סנטיאנה santo סנטו santon סנטון santoro סנטורו santorum סנטורום santos סנטוס saoirse סרשה saori סאורי sapolsky ספולסקי saporta ספורטא sapp סאפ saqr סאקר sar סאר sara שרה saragusti סרגוסטי sarah שהרה sarah שרה sarai שרי sarandon סרנדון sarbel סארבל sardar סרדאר sarde סארד sardou סרדו sargsyan סרקזיאן sari סארי sari סרי sarid שריד sarit שרית sarkeesian סרקיזיאן sarki סארקי sarkozy סרקוזי sarli סרלי sarnak סרנק sarpei סארפיי sarrazin סראצין sarsgaard סארסגארד sarsur צרצור sartani סרטני sartzetakis סרצטאקיס sasaki ססאקי sasha אלכסנדרה sasha סאשה sasha סשה saskia ססקיה sasportas סספורטס sasse סאס sassi סאסי sasson ששון sastre סאסטרה satloff סטלוף sato סאטו satsias סטסיאס sattar סאטר satya סאטיה saud סעוד saudek סאודק saudi הסעודית sauer זאוור saul סול saul שאול sautoy סוטוי savada סבאדה savant סאוואנט savant סוואנט savenkov סבנקוב saverin סברין saverio סאבריו savi שבי saviano סביאנו savigne סביניה savinova סבינובה saviola סביולה savir סביר savity סביטי savoldelli סבולדלי savoy סאבואה savrasenko סאבראשנקו savyon סביון sawa סאווה sawant סוואנט sawao סוואו sawat שאואט sawyer סויר sayalero סיילרו sayed סייד saylor סיילור sayyid סייד scacchi סקאקי scala סקלה scales סקיילס scallon סקאלון scaloni סקאלוני scandar סכנדר scarborough סקרבורו scarlett סקרלט scarwid סקרוויד schaaf שאף schabas שייבס schachter שכטר schama שאמה schami שאמי schapira שפירא schapiro שפירו schaps שפס scharf שרף schatz שץ schaub שאוב schechter שכטר scheel של scheidt שיידט scheimann שיימן scheiner שיינר schekman שקמן schelach שלח schelin שלין schelling שלינג schenfeld שיינפלד schenk סחנק scherzinger שרזינגר schidlowsky שידלובסקי schieber שיבר schiff שיף schiffer שיפר schifrin שיפרין schiller שילר schilling שילינג schippers סחיפרס schirmer שירמר schirripa שיריפה schlaff שלאף schlaudraff שלאודראף schleck שלק schleien שליין schlesinger שלזינגר schlessinger שלזינגר schlink שלינק schlissel שליסל schlosser שלוסר schmeichel שמייכל schmeltzer שמלצר schmelzer שמלצר schmidt שמידט schmidtgal שמידטגאל schmitt שמיט schmitz שמיץ schnarre שנארה schneider שניידר schneiderhan שניידרהאן schneiderlin שניידרלין schneller שנלר schnyder שנידר schoeman סקומן schoenfeld שוינפלד scholes סקולס scholes שולס scholl שול schollander שולנדר schoolboy סקולבוי schoomaker סקומייקר schoonmaker סקונמייקר schorr שור schortsanitis שחורציאניטיס schrader שרדר schramm שראם schreiber שרייבר schreier שרייר schrempf שרמפף schuba שובה schudson שדסון schueftan שיפטן schuler שולר schulman שולמן schultz שולץ schulz שולץ schulze שולץ schumacher שומאכר schumer שומר schurter שורטר schustal שוסטל schuster שוסטר schwanitz שוואניץ schwanitz שווניץ schwartz שוורץ schwartz שורץ schwarz שוורץ schwarz שורץ schwarzenberg שוורצנברג schwarzenegger שוורצנגר schwarzer שוורצר schwazer שווצר schwegler שווגלר schweickart שוויקארט schweid שביד schweiger שווייגר schweinsteiger שוויינשטייגר schweitzer שוייצר schwimmer שווימר schygulla שיגולה scifo שיפו sciglio שיליו scodelario סקודלריו scola סקולה scolari סקולארי scorsese סקורסזה scorupco סקורופקו scott סקוט scottie סקוטי scotto סקוטו scotty סקוטי scowcroft סקוקרופט scurry סקארי seacrest סיקרסט seaga סגה seagal סיגל seagren סיגרן seal סיל seale סיל seaman סימן sean שון seann שון sebag סבאג sebag סבג sebastian סבאסטיאן sebastian סבסטיאן sebelius סבליוס sedaka סדקה sedki סידקי sedov סדוב sedykh סדיך seebohm סיבום seedorf סידורף seehofer זהופר seelbrede סילברד seeler זלר seen from the Cross Crucifixion מבט מן הצלב הצליבה seesi סיסי sefolosha ספולושה segal סגל segerstam זגרסטאם segev שגב seiberg זייברג seiderre סיידר seidler סיידלר seidu סיידו seigner סנייה seigneur de Bayard Pierre Terrail פייר טראי דה באיאר seigneur de Montluc Blaise de Lasseran-Massencôme בלז דה מונלוק sein סיין seitaridis סיטארידיס seitz סייץ sekou סאקו sela סילה sela סלע selassie סלאסי selby סלבי selecter סלקטר selena סלינה seles סלש selick סליק seligman סליגמן selim סלים selinger זלינגר selita סליטה sella סלע selleck סלק sellimi סלימי selma סלמה selten סלטן seltzer זלצר selva סלבה selway סלוואי selwyn סלווין semak סמאק semel סמל semenya סמניה semih סמיח semler סמלר semo סמו semshov סמשוב semyon סמיון sen סן senderens סנדרנס senderos סנדרוס sendi סנדי senna סנה senor סינור sensini סנסיני sepp ספ serdal סרדל serdar סרדר serdyukov סרדיוקוב serena סרינה serena סרנה sergei סרגיי sergej סרגיי sergey סרגיי sergio סרחיו sergy סרגיי serhiy סרגיי serkin סרקין serkis סירקיס serna סרנה seroussi סרוסי serpico סרפיקו serra סרה serry סרי sertab סרטאב seryoga סיריוגה sessions סשנס sessler ססלר seteng סטאין seth סת setterfield סטרפילד sevilla סביליה sewell סוול seydou סיידו seyfried סייפריד seyla שילה seymour סימור seynhaeve סיינהייב sezen סזן sfakianakis ספקיאנאקיס sfard ספרד sfeir ספיר shaarawy שעראווי shaath שעת shaban שעבאן shabani שבאני shabat שבת shabir שביר shabtai שבתאי shabtai שבתי shabtay שבתאי shachiv שכיב shadi שאדי shadia שאדיה shafat שפט shaffir שפיר shafi שפי shafik שפיק shafir שפיר shagal שגל shahaf שחף shahal שחל shaham שחם shahar שחר shaheen שאהין shahid שהיד shahin שאהין shahrnush שהרנוש shai שי shaike שייקה shailene שיילין shain שיין shakaa אלשכעה shaked שקד shakhov שאחוב shakhriyar שחריאר shakira שאקירה shakulin שאקולין shakur שאקור shala שאלה shalala שלאלה shalev שלו shalgi שלגי shalhoub שלהוב shalimov שאלימוב shalit שליט shalita שליטא shalom שלום shalvi שלוי shamai שמאי shambadal שמבדל shamgar שמגר shami שאמי shamier שמיר shamir שמיר shammas שמאס shamni שמני shamosh שמוש shanan שאנן shandi שנדי shane שיין shanghvi שאנגווי shani שני shania שאניה shanks שנקס shannen שאנן shannon שאנון shannyn שאנין shanola שאנולה shanon שנון shanteau שנטו shanti שאנטי shapcott שפקוט shapira שפירא shapiro שפירא shapiro שפירו shapplin שפלן shaqiri שאקירי sharabi שרעבי sharaf שרף sharansky שרנסקי sharapova שראפובה shari שרי sharif שאריף sharif שריף sharir שריר shariv שריב sharlto שרלטו sharma שארמה sharon שרון sharoni שרוני sharp שארפ sharpe שארפ sharpton שרפטון sharren שרן shary שרי shashi שאשי shashua שעשוע shason ששון shatalov שטאלוב shatilov שטילוב shatner שאטנר shats שץ shatskikh שצקיך shatter שאטר shaul שאול shaun שון shaunae שוני shavit שביט shaviv שביב shavkat שבקט shaw שו shaw שואו shawn מייקל shawn שון shawnacy שונסי shay שי shayk שייק shayne שיין shaziri שזירי shea שיאה sheamus שיימוס shearer שירר shechter שכטר shechtman שכטמן sheehan שיהאן sheen שין sheena שינה sheeran שירן sheetrit שטרית sheffer שפר shefi שפי shehata שחאתה sheikh הסינה sheila שילה sheizaf שיזף shekel שקל shelagh שילה shelah שלח sheldon שלדון sheldrake שלדרייק shelef שלף sheleg שלג shelley שלי shelomo שלמה shelton שלטון shemar שמאר shemesh שמש shemoelof שמואלוף shemtov שמטוב shenae שניי shenar שנער shengelaia שנגלאיה shenhav שנהב shenkman שנקמן shepard שפרד shepherd שפרד sheppard שפרד sher שר sheran שרן shere שייר sherf שרף sheridan שרידן sherif שריף sheriff שריף sheringham שרינגהאם shermadini שרמדיני sherman שרמן sherrill שריל sherrod שרוד sherry שרי sheryfa שריפה sheryl שריל sheshukov ששוקוב shetreet שטרית shetty שטי shevah שבח sheves שבס shevtsova שבצובה shezaf שיזף shibata שיבאטה shibley שיבלי shicoff שיקוף shields שילדס shiffrin שיפרין shifra שפרה shifrin שיפרין shigeru שיגרו shihab שיהאב shikler שיקלר shilon שילון shilpa שילפה shilton שילטון shimada שימאדה shimatani שימאטאני shimerman שימרמן shimi שימי shimon שמעון shimoni שמעוני shimron שמרון shimshi שמשי shimura שימורה shina שינה shingo שינגו shinoda שינודה shinseki שינסקי shintaro שינטרו shinya שיניה shir שיר shira שירה shirakawa שיראקאווה shirakawa שירקאווה shiraz שירז shirazi שירזי shire שייר shiri שירי shirihai שיריחי shirin שירין shirky שירקי shirlee שירלי shirley שירלי shirley שרלי shirly שירלי shirokov שירוקוב shirov שירוב shiry שירי shish שיש shishkin שישקין shitrit שטרית shivek שיבק shivhon שבחון shiwen שיוון shizuka שיזוקה shkalim שקלים shkedi שקדי shkodran שקודראן shkolina שקולינה shkvyrin שקווירין shlaim שליים shleifer שלייפר shloime שלומי shlomi שלומי shlomit שלומית shlomo סולי shlomo שלמה shlyakhturov שליאחטורוב shmerkin שמרקין shmil שמיל shmuel שמואל shmueli שמואלי shmuley שמואל shmuli שמולי shmulik שמואל shnaan שנאן shnaider שניידר shoebat שועיבת shoef שואף shoham שהם shohat שוחט shokei שוקי shoko שוקו shola שולה sholom שלום shomer שומר shonda שונדה shono יוריקו shontelle שונטל shor שור shore שור short שורט shorten שורטן shorter שורטר shosha שושה shoshana שושנה shota שותא shoufani שופאני shoutvin שוטבין shoval שובל shovkovskiy שובקובסקי show שואו showalter שוולטר shoygu שויגו shraga שרגא shragai שרגאי shriki שריקי shriver שרייבר shteinbuk שטיינבוק shteinman שטינמן shteyngart שטיינגרט shuai שוואי shubenkov שובנקוב shue שו shuki שוקי shukrani שוקרני shulamit שולמית shulamith שולמית shulevitz שולביץ shuli שולי shulman שולמן shults שולץ shum שום shumpert שאמפרט shunsuke שונסוקה shuruk שורוק shushan שושן shushunova שושונובה shuval שובל shved שבד shvidler שווידלר shwe שווה shwed שויד shwekey שוואקי shy שי sia סיה siam סיאם sian שאן sibel סיבל siboni סיבוני siboniso סיבוניסו sibylle סיביל sid סיד siddig סידיג siddiqui סידיקי sidi סידי sidibe סידיבי sidney סידני sidon סידון sidorenco סידורנקו sidorsky סידורסקי sidwell סידוול sidyak סידיאק siegelmann זיגלמן siem סים sienna סיינה sievinen סייבינן sifan סיפאן siff סיף sigal סיגל sigalit סיגלית sigiswald סיגיסוולד sigourney סיגורני sigua סיגואה sihamoni סיהאמוני sihine סיהינה sikharulidze סיחארולידזה silberman סילברמן sileshi סילשי silnov סילנוב siluanov סילואנוב silva סילבה silvan סילבן silvas סילבס silver סילבר silverberg סילברברג silverman סילברמן silverstein סילברסטיין silverstone סילברסטון silvestre סילבסטרה silvia סילביה silvio סילביו sima סימה simantov סימנטוב simas סימאס simcha שמחה simen סימן simeone סימאונה simeoni סימיוני simhon שמחון simioni סימיוני simmons סימונס simon סיימון simon סימון simona סימונה simone סימון simone סימונה simonetta סימונטה simonov סימונוב simons סימונס simonsen סימונסן simonson סימונסון simonyan סימוניאן simper סימפר simpkins סימפקינס simpson סימפסון sims סימס simsion סימסיון sinai סיני sinama סינמה sinan זינאן sinan סינאן sinatra סינטרה sinclair סינקלייר sinclar סינקלר singer זינגר singer סינגר singh סינג siniora סניורה sinise סיניז sintayehu סינטהיו siobhan שיבון siona ציונה siphiwe סיפיווה siracusa סירקוזה sirhan סירחאן siri סירי sirico סיריקו sirigu סיריגו sirkka סירקה sirmais סירמאיס sirtis סירטיס sirusho סירושו sissi סיסי sissoko סיסוקו sissy סיסי sitruk סיטרוק siv סיב sivakow סיבאקוב sivan סיון sivilia סביליה sixto סיקסטו sixx סיקס siyabonga סיאבונגה siyanda סיאנדה sizemore סייזמור sizzla סיזלה skaat סקעת skandar סקנדר skavysh סקאביש skela סקלה skin סקין skinner סקינר skirton סקירטון skoblikova סקובליקובה skorka סקורקה skrillex סקרילקס sky סקיי skylar סקיילר slash סלאש slater סלייטר slatkin סלטקין slaughter סלוטר slavko סלאבקו slay סליי slesarenko סלסרנקו slezkine סלזקין slick סליק slifkin סליפקין slim סלים sliman סולימאן slimane סלימאן slimani סלימאני sloane סלואן slomiansky סלומינסקי slutsky סלוצקי smadar סמדר smakov סמאקוב small סמול smalling סמולינג smart סמארט smashnova סמשנובה smeltz שמלץ smetanina סמטנינה smil סמיל smirin סמירין smirnov סמירנוב smisek סמיזק smith סמית smithies סמיתיס smits סמיתס smokey סמוקי smolarek סמולארק smoliga סמוליגה smolin סמולין smolnikov סמולניקוב smooha סמוחה smulders סמולדרס smullyan סמוליאן smush סמוש sneh סנה sneijder סניידר snell סנל snipes סנייפס snir שניר snoop סנופ snow סנואו snowden סנודן snowdon סנואודון snunit סנונית snyder סניידר so וסלי so appealing? Just what is it that makes today's homes so different כה מושכים? מהו העושה את הבתים בימינו כה שונים soares סוארס sobel סובל sobhi סובחי sobiech סובייך sobol סובול sobyanin סוביאנין soderberg סודרברג soderbergh סודרברג sofa סופה sofer סופר soffer סופר sofi סופי sofia סופיה sofiane סופיאן sofie סופי sofiyanski סופיאנסקי sofoklis סופוקליס soini סויני sokal סוקל sokhiev סוחייב soko סוקו sokoloff סוקולוף sokolov סוקולוב sokratis סוקראטיס sol סול sol שלמה solana סולאנה solari סולארי solberg סולברג soldado סולדדו soldo סולדו soledad סולדד soleimani סולימאני solo סולו solodar סולודר solomon סולומון solomon שלמה solomons סולומונס solondz סולונדז solovkin סולובקין solow סולו solveig סולבייג someck סומק somekh סומך somer זומר somerhalder סומרהולדר sommaruga סומרוגה sommer זומר sommer סומר sommers סומרס somoza סומוסה son of Alphaeus James יעקב בן חלפי son of Bomilcar Hanno חנו son of Hannibal Hanno חנו son of Herod Alexander אלכסנדר son of Laish Palti פלטיאל בן ליש son of Serug Nahor נחור son of Shem Aram ארם son of Shem Lud לוד son of Terah Nahor נחור אחי אברהם son of Zebedee James יעקב בן זבדי sondak סונדק sondheim סונדהיים sondra סונדרה sonenberg זוננברג sonenclar סוננקלר song סונג songz סונגז soni סוני sonia סוניה sonja סוניה sonny סאני sonny סוני sonya סוניה soomekh סומך soopafly סופאפליי sophia סופיה sophie סופי sopho סופו sorbo סורבו sorcha סורקה sordo סורדו sorek שורק soreq שורק sorg זורג soriano סוריאנו sorkin סורקין sorvino סורבינו sosa סוסה sosnovska סוסנובסקה soso סוסו sossamon סוסאמון sotil סוטיל sotiris סוטיריס sotis סוטיס soto סוטו sotomayor סוטומאיור sotomayor סוטומיור souad סועאד soudani סודאני soudant זודאנט souha סוהא souness סונס sousa סוזה souter סוטר souza סואוזה souza סוזה sovmen סובמן sovran סוברן sow סואו sowell סואל sowelu סוולו soyinka סויינקה spacek ספייסק spacey ספייסי spahija ספאחיה spain הראשון spain השישי spalding ספולדינג spall ספול spanic ספניק spanoudakis ספאנודאקיס spanoulis ספאנוליס sparks ספארקס sparks ספרקס spassky ספאסקי spear ספיר spearmon ספירמון spears ספירס spector ספקטור speer ספיר speights ספייטס spelling ספלינג spellman ספלמן spence ספנס spencer ספנסר spender ספנדר sperber שפרבר spetner ספטנר spiegel שפיגל spiegelman ספיגלמן spiegler שפיגלר spielberg ספילברג spike ספייק spindler ספינדלר spiner ספיינר spinotti ספינוטי spiridakos ספירידקוס spiro ספירו spitz ספיץ spitzer ספיצר spivak ספיבק splitter ספליטר spoelstra ספולסטרה spolsky ספולסקי sporleder ספורלדר sprague ספראג sprenger ספרנגר sprewell ספריוול springsteen ספרינגסטין sprinkle ספרינקל spungin שפונגין spurlock ספורלוק spyridon ספירידון squer סקר srebotnik סרבוטניק sri שרי srinivasan שריניבאסן srna סרנה srur סרור stabenow סטייבנו stacey סטייסי stack סטאק stacy סטייסי staffan סטפן stafford סטאפורד stafylidis סטפילידיס stahl סטאל stallone סטאלון stallybrass סטליבראס stalteri סטלטרי stam סטאם stamatis סטמאטיס stamenov סטמנוב stamm סטאם stamp סטמפ stampfer שטמפפר stan סטאן stan סטאניסלאס stan סטן stan סטנלי stana סטנה standards and guidons Colours דגל יחידה stanhope סטנהופ stanishev סטאנישב stanislav סטניסלב stankowski סטנקובסקי stanley סטנלי stanton סטנטון stapleton סטייפלטון stapp סטאפ star סטאר starck סטארק starik סטריק stark סטארק starke שטארקה starkey סטארקי starr סטאר staton סטאטון stauber שטאובר staunton סטונטון stav סתיו staveren סטברן steadman סטדמן stecher שטכר steed סטיד steel סטיל steele סטיל steenburgen סטינבורגן steeve סטיב stef סטף stefan סטפן stefan שטפן stefani סטפאני stefanik סטפניק stefano סטפאנו stefano סטפנו stefanova סטפנובה steffen שטפן steffens סטפנס steffi שטפי stefka סטפקה steger סטגר stein סטיין stein שטיין steinbach סטיינבך steinberg שטיינברג steinem סטיינם steiner שטיינר steinfeld סטיינפלד steinhardt שטיינהארדט steinhaus שטיינהאוס steinitz שטייניץ steinmetz שטיינמץ steinseifer סטיינסייפר steitz סטייץ stekelenburg סטקלנבורג stelarc סטלארק stelea סטליה steliano סטליאנו stella סטלה stellmach סטלמך stene סטנה steny סטני stenz שטנץ stepania סטפניה stepashin סטפאשין stephan סטפן stephanie סטפני stephanie שטפני stephanopoulos סטפנופולוס stephen סטיבן stephen סטפן stephenie סטפני stephens סטיבנס stephenson סטיבנסון stephon סטפון sterbik סטרביק sterling סטרלינג stern סטרן stern שטרן sternberg שטרנברג sternbuch שטרנבוך sternhell שטרנהל steve סטיב steve סטיבן steven סטיבן stevens סטיבנס stevenson סטיבנסון stevie סטיבי stewart סטיוארט stiefel סטיפל stielike שטיליקה stiles סטיילס stiliyan סטיליאן stiller סטילר stillman סטילמן stindl שטינדל sting סטינג stipe סטייפ stipe סטיפה stirling סטירלינג stjernberg חוינברה stoch סטוך stockbauer שטוקבאואר stocker שטוקר stockett סטוקט stockwell סטוקוול stoessel סטואסל stojanoski סטויאנוסקי stoll סטול stollman סטולמן stolorow סטולורו stoltenberg סטולטנברג stoltz סטולץ stone סטון stoner סטונר stonerook סטונרוק stones סטונס stones and gemstones rocks List of U.S. state minerals אבני מדינות ארצות הברית stonestreet סטונסטריט stoppard סטופארד storari סטורארי storaro סטוררו storey סטורי storl שטורל stormare סטורמר stosur סטוסור stott סטוט stoudamire סטודמאייר stowe סטו stoyanov סטויאנוב strachan סטראכן stradlin סטראדלין strahovski סטרזובסקי stranzl שטרנצל straschnov סטרשנוב strasser רו strathairn סטראתיירן strauber שטראובר straujuma סטראויומה strauss שטראוס streep סטריפ street סטריט streeter סטריטר streich שטרייך streisand סטרייסנד streller שטרלר strenger שטרנגר stress-related and somatoform disorders Neurotic תלויות-דחק וסומטופורמיות קטגוריה:הפרעות נוירוטיות stricker שטריקר strickland סטריקלנד stringer סטרינגר stroma סטרומה stromae סטרומאה strong סטרונג strook סטרוק strool סטרול strootman סטרוטמן stroumsa סטרומזה stroustrup סטרוסטרופ strug סטרוג strunz שטרונץ strutz שטרוץ stuani סטואני stuart סטוארט stuart סטיוארט stubb סטוב stuckey סטאקי studi סטודי stuhlbarg סטולברג stuke סטוק stupid It's the economy טמבל זאת הכלכלה sturm סטורם sturua סטורואה su סו suan סואן suanyot סואניוט subhy סובחי subliminal סאבלימינל suchet סושה sue סו suffo סופו sufian סופיאן sufjan סופיאן sugar שוגר sugata סוגטה suge שוג sugiyama סוגיאמה suha סוהא suheir סוהיר suissa סוויסה suissa סויסה sukarnoputri סוקרנופוטרי suki צרויה sulakvelidze סולכוולידזה suleiman סולימאן suleiman סלימאן sulejmani סולימאני suleyman סוליימאן suliman סלימאן sulkin סולקין sullivan סאליבן sultan סולטאן summer דניאלה summer סאמר summers סאמרס sumpter סאמפטר sun סון sunday סאנדיי sunderland סנדרלנד sundhage סונדהאגה sung סונג sunita סוניטה sunny סאני suraski סורסקי susan סוזאן susan סוזן susana סוזאנה susana סוסנה susanna סוזאנה susanna סוזנה susannah סוזאנה susanne סוזן susanne סוזנה suschitzky סושיצקי susie סוזי susilo סוסיליו susskind סוסקינד sussman ססמן susumu סוזומו susumu סוסומו sutcliffe סאטקליף sutovsky סוטובסקי sutter סוטר suttner זוטנר sutton סאטון suvari סוברי suvorov סובורוב suzanne סוזן suze סוזי suzie סוזי suzuki סוזוקי svartholm סוורטהולם sven סוון svetlana סבטלאנה svetlana סבטלנה svetlana סווטלנה svetlova סבטלובה svetoslav סבטוסלב svidler סבידלר svijetla majska zoro Oj המנון מונטנגרו svika צביקה svētī Latviju! Dievs המנון לטביה swain סוויין swallow סוולו swanepoel סוונפול swank סוונק swann סוואן swarup סווארופ sweid סוויד swid סויד swift סוויפט swinton סווינטון swisa סויסה swit סוויט sy סיי syam סיאם sydney סידני sydow סידוב sykes סייקס sylvain סילביין sylvain סילבן sylven סילבן sylvester סילבסטר sylvestra סילבסטרה sylvia סילביה sylvinho סילביניו symmonds סימונדס synyster סיניסטר syrkin סירקין szabo סאבו szaky זאקי szulik סזוליק szymon שימון t האפמן tabak טבק tabakov טבקוב tabea טביאה taboo טאבו tabu טאבו tacchinardi טקינארדי tacconi טאקוני tadanobu טדאנובו tadao טדאו tadas טאדאס taddei טאדיי tadese טדסה taga טגה tagoe טגואה taha טאהא tahounia טהוניה taimanov טיימנוב taina טיינה tainio טאיניו taio טאיו taissa טאיסה taka טקה takada טקדה takahashi טקהאשי takai טאקאי takashi טאקאשי takashi טקאשי takayama טקיאמה takayuki טקיוקי takesaki טקסאקי takeshi טקאשי takeshi טקשי tal טל talal טלאל talansky טלנסקי talant טלאנט talbi טלבי talbot טלבוט taleb טאלב taleb טלב talgam טלגם talhouni תלהוני tali טלי talia טליה talib טאליב talisa טליסה talit טלית talker טלקר tally טלי talmi תלמי talmon טלמון talor טיילור talya טליה tamar תאמר tamar תמר tamara טמרה tamara תמרה tamari תמרי tamaro תמרו tamblyn טמבלין tamer תאמר tamgho טאמגו tamir תמיר tammam תמאם tammet טאמט tammy תמי tamsin טמזין tamuz תמוז tamzin טמזין tan טאן tanaka טנאקה tanat טנאט tancock טנקוק tandon טנדון tanel טאנל tang טאנג tang טיפון tania טניה tanigaki טאניגקי tanita טניטה tanja טניה tankred טנקרד tannenbaum טננבוים tantawi טנטאווי tanya טניה tao טאו tapiro טפירו tapoohi תפוחי tapper טאפר tapping טאפינג tapscott טפסקוט tara טארה tara טרה tarabin תראבין tarand טאראנד tarantino טרנטינו tarazi טרזי tardelli טארדלי taribo טאריבו tariel טריאל tarif טריף tarifa טריפה tariq טארק tarja טאריה tarja טריה tarkan טרקאן tarlev טרלב tarnat טרנאט tarsem טרסם tartakover טרטקובר tartakovsky טרטקובסקי tartazky טרטצקי tartman טרטמן tarver טרוור tasci טסקי tasevski טאסבסקי tashiro טאשירו tassotti טאסוטי tate טייט tatiana טטיאנה tatsuo טצואו tatyana טטיאנה taub טאוב tauber טאובר tauman טאומן taupin טופין taurasi טוראסי tautou טוטו tavares טווארס tavernier טברנייה tavori תבורי tawakkol תוואכול tawatha טוואטחה tawfik תאופיק tawil טוויל tayari טיירי tayeb טייב tayfur טייפור taykow טייקוב taylor טיילור tayshaun טיישון tchalisher צלישר te טה teale טיל tec טק technology and society Science טכנולוגיה וחברה מדע ted טד tedder טדר teddy טדי tee טי teemu טימו teitelbaum טייטלבוים tejada טחדה tejeda טחדה tejero טחרו tekbilek טקבילק telfair טלפייר telhami תלחמי telkiyski טלקייסקי teller טלר tello טייו temer טמר temin טמין temirkanov טמירקאנוב temkin טמקין tempah טמפה temple טמפל temur תמור temur תמורי tena טנה tendler טנדלר tenenbaum טננבאום tenenbom טננבום tengiz תנגיז tennant טננט tenzin טנזין terence טרנס teresa טרסה teresa תרזה tereshkova טרשקובה tereza תרזה teri טרי terim טרים terrell טרל terrence טרנס terry טרי teruyuki טרויוקי terwinghe טרווינג tesama טסמה teshome טשומה tesoro טסורו tess טס teteh איברהים tetradze טטרדזה tetsuya טטסויה tetzlaff טצלאף tevet טבת tevez טבס tewksbury טוקסברי thabo תאבו than טהאן thandie טנדי the בוב the דה the האחיות the מארק the Bad and the Ugly The Good the Bad and the Ugly The Good the Bad and the Ugly The Good הרע והמכוער הטוב the Beloved Country Cry ארץ אהובה זעקי the Black Prince Edward הנסיך השחור אדוארד the Champion of the World Danny דני אלוף העולם the Children's Charity Variety וראייטי the Dream Being Twinkle ניצנץ מארץ החלומות the Elder John Wood ג'ון ווד האב the Insult Comic Dog Triumph כלב העלבונות הקומי טריומף the Last Dinosaur Denver דנבר הדינוזאור האחרון the Living Vampire Morbius מורביוס the Magic Dragon Puff the Magic Dragon Puff the Middle East and Africa Europe המזרח התיכון ואפריקה אירופה the Old Lord of Beirut John of Ibelin אדון ביירות ז'אן מאיבלין the Physicist My Son הפיזיקאי בני the Places You'll Go! Oh אם יוצאים מגיעים למקומות נפלאים! the Teenage Witch Sabrina סברינה המכשפה הצעירה the Universe and Everything Life היקום וכל השאר החיים the Witch and the Wardrobe The Chronicles of Narnia: The Lion המכשפה וארון הבגדים סיפורי נרניה: האריה the Witch and the Wardrobe The Lion המכשפה וארון הבגדים האריה thea תיאה theil תיל theile תייל thein תיין thelma תלמה thembinkosi טמבינקוסי theo תיאו theodor תאודור theodorakis תאודוראקיס theodoros תאודורוס theodoros תיאודורוס theofanis תאופניס theresa תרזה therese תרז therese תרסה theumim תאומים thi טי thiago טיאגו thiam תיאם thibaut טיבו thielemann תילמן thielemans טילמנס thiem תים thierry תיירי thierse תירזה thijs תייס thilo תילו thom תום thomas טום thomas תומא thomas תומאס thompson תומפסון thomson תומסון thon תון thor תור thorne תורן thornton תורנטון thorsten טורסטן thulesen טולסן thuram תוראם thure תור thurman תורמן tiago טיאגו tianna טיאנה tibi טיבי ticha טישה tichon תיכון tichy טיכי tico טיקו tidhar תדהר tielemans טיילמאנס tierney טיירני tiersen טירסן tiffany טיפני tiffeny טיפני tiger טייגר tigran טיגראן tihany טיהאני tikaram טיקרם tikhonov טיחונוב tikhonov טיכונוב tikka טיקה tikva תקווה til טיל tilbury טילבורי tilda טילדה tilkowski טילקובסקי till טיל tilly טילי tilson טילסון tilton טילטון tim טים timbaland טימבלנד timm טים timmer טימר timmermann טימרמן timmons טימונס timmy טימי timo טימו timofey טימופיי timofti טימופטי timor טימור timothy טים timothy טימותי timur טימור tin טין tina טינה tinga טינגה tinie טייני tinsley טינסלי tir טיר tiran טיראן tirosh תירוש tirunesh טירונש tisch טיש tisdale טיסדייל tishby תשבי tishman טישמן tite טייט tiviaev טיבייב tiyouri טיורי tkeshelashvili טקשלאשווילי tlali טלאלי tlass טלאס tleshev טלשב toaff טואף toameh טועמה tobey טובי tobias טוביאס tobin טובין toby טובי tochterman טוכטרמן todd טוד todd מורטון todt טוט toister טויסטר toit טואה toledano טולדנו toledano טולידאנו toledo טולדו tolkien טולקין tolkowsky טולקובסקי tolle טולה toller טולר tom טום tom תום tom תומאס tomas תומא tomas תומאס tomashova טומשובה tomasson תומאסון tomasz תומאש tomei טומיי tomeing טומאינג tomer תומר tomi טומי tomiko טומיקו tomislav טומיסלב tomlin טומלין tomlinson טומלינסון tommy טומי tomson תומסון ton טון tonegawa טונגאווה tonev טונב tong טונג toni טוני tonkin טונקין tony אנתוני tony טוני tonya טוניה too טו toomas טומאס toomey טומיי toots טוטס topal טופאל topalov טופאלוב topher טופר topi תופי topol טופול toporovsky טופורובסקי topuzakov טופוזאקוב toradze תוראדזה torbinski טורבינסקי tori טורי torin טורין tormis טורמיס torn טורן tornai טורנה toro טורו torosidis טורוסידיס torrado טוראדו torrance טורנס torraye טוראיי torrence טורנס torres טורס torri טורי torsten טורסטן tortelier טורטלייה torv טורב torvalds טורבאלדס tosaint טוסיין toshi יפן toshihide טושיהידה toshihiro טושיהירו toshikazu טושיקאזו toshiki טושיקי toshio טושיו totman טוטמן toto טוטו toub טאוב toukan טוקאן toumarkin טומרקין tour טור toury טורי touvarno טוברנו touzel טוזל tov טוב tova טובה tovey טובי towne טאון towner טאונר townshend טאונסנד toyo טויו trabelsi טרבלסי trace טרייס tracey טרייסי trachtenberg טרכטנברג traci טרייסי tracy טרייסי trahtman טרכטמן trai טריי traianos טראיאנוס trails and parks Sculpture gardens קטגוריה:גני פסלים trainor טריינור trajtenberg טרכטנברג trakhtenbrot טרכטנברוט trammell טראמל tranquillo טרנקילו trapp טראפ trashorras טראסאורס trasobares טרסוברס traub טראוב trauber טראובר travie טרווי travis טראוויס travis טרווויס travis טרוויס trayvon טרייבון tre טרה treat טריט tree טרי treisman טריזמן trejo טרחו tremain טרמיין tremmell טרמל tremonti טרמונטי tretiak טרטיאק tretikov טרטיקוב tretyak טרטיאק trevino טרבינו trevor טרבור trevor טרוור trevorrow טרוורו trey טריי trezeguet טרזגה trice טרייס tricia טרישה trick טריק trickett טריקט tricky טריקי tricky כריסטופר trier טרייר trieste טריאסט triinu טרינו trimarco טרימרקו trimble טרימבל trinneer טריניר triple פול trischa טרישה trish טריש tristan טריסטן trivizas טריוויזאס trixi טריקסי troche טרוש trochowski טרוחובסקי troglio טרוגליו troian טרויאן trotta טרוטה troughton טרוטון troy טרוי troyer טרויר trucco טרוקו trujillo טרוחיו trump טראמפ tsahi צחי tsartsaris צרצריס tsebelis וטו tsedaka צדקה tsega צגה tsepo פיטר tshabalala טשאבאלאלה tshuva תשובה tsipi ציפי tsippi ציפי tsipras ציפראס tsirelson צירלסון tsitaishvili ציטאישווילי tskitishvili צכיטישווילי tsobari צברי tsui טסוי tsur צור tsutomu צוטומו tsvaygenbaum צווייגנבאום tsvi צבי tsvia צביה tu טו tu hermosa bandera Noble patria המנון קוסטה ריקה tuama טועמה tubi טובי tubul טובול tuchel טוכל tucker טאקר tudor טודור tueni תוויני tuesday טיוזדיי tufan טופאן tugan טוגאן tukura טוקורה tulsi טולסי tumarkin תומרקין tunick טוניק tunney טאני tuomas תואומס tuppence טאפנס turan טוראן turashvili טורשווילי turiaf טוריאף turilli טורילי turk טורק turkel טירקל turkka טורקה turkle טרקל turkson טורקסון turlington טרלינגטון turnbull טרנבול turner טרנר turoff טורוף turre טוריי turturro טורטורו turunen טורונן tushingham טאשינגהם tusk טוסק tutu טוטו tuvia טוביה tuvim טובים tuvya טוביה tveit טבייט tvrtko טברטקו twain טוויין twal טוואל twerski טברסקי twersky טברסקי twiggy טוויגי twin טווין twista טוויסטה two systems One country שתי שיטות מדינה אחת ty טיי tyga טייגה tyldum טילדום tyler טיילר tylo טיילו tymoshenko טימושנקו tyra טיירה tyreke טייריק tyrese טייריס tyronn טיירון tyson טייסון tyus טיוס tzaban צבן tzabari צברי tzachi צחי tzafir צפיר tzagai צגאי tzahi צחי tzaig צייג tzali צלי tzarfati צרפתי tzavellas צבלאס tzedek צדק tzemah צמח tzinker צינקר tziolis ציוליס tzipi ציפי tzipora ציפי tzipori צפורי tzorvas צורבאס tzuberi צוברי tzufit צופית tzur צור tzuriel צוריאל tzvi צבי tzvia צביה ubaldo אובלדו udall יודול uderzo אודרזו udi אהוד udi אודי udo אודו udonis יודוניס udrih אודריך ugulava אוגולאווה uhrlau אורלאו ujkani אויקני ukhov אוחוב uldum אולדום ulf אולף uli אולי ullman אולמן ullmann אולמן ullrich אולריך ullsten אולסטן ulman אולמן ulmanis אולמניס ulreich אולרייך ulrich אולריך ulrik אולריק ulrike אולריקה uma אומה umayya אומייה umtiti אומטיטי uncertainty and doubt Fear אי-ודאות וספק פחד understanding is limited/Meaning of life Truth is relative משמעות החיים undertaker קאלאווי underwood אנדרווד unger אונגר ungerer אונגרר unseld אנסלד upson אפסון upton אפטון urbach אורבך urban אורבן urbano אורבנו urby אורבי ure יור uri אורי urie יורי uriel אוריאל ursula אורסולה usain יוסיין ushenina אושנינה usher אשר usmanov אוסמנוב ussishkin אוסישקין ute אוטה uvarov אובארוב uwe אובה uwe אווה uzan אוזן uzerli אוזרלי uzi עוזי uzo אוזו uzzi עוזי v נורווגיה vaart וארט vaccaro ואקרו vaclav ואצלב vadim ואדים vadim ודים vafa ואפה vahakn ואחן vahid וחיד vahidi וחידי vai ואי vaidman ויידמן vaikule ואיקולה vakhtang וחטנג vaknin וקנין vaks וקס val ואל valbuena ולבואנה valdano ולדאנו valdas ולדאס valderrama ולדראמה valderrama ולדרמה valdez ואלדס valdis ואלדיס valdivia ואלדיביה valencia ולנסיה valente ולנטה valentin ולנטין valentina ולנטינה valentino ולנטינו valeri ואלרי valeri ולרי valeria ולריה valerie ואלרי valerie ולרי valeriy ולרי valero ולרו valery ואלרי valery ולרי valiant וליאנט valiente ואליינטה valladares ואיאדארס vallejo ואלחו vallely ואללי valletta ולטה valli ואלי valls ואלס valmon ואלמון valo ואלו valon ואלון valpoort ולפורט valverde ואלוורדה van ואן van ון vande ואנדה vanden ואנדן vandenbergh ונדנברג vanderbilt ואנדרבילט vanderlei ונדרליי vandermolen ונדרמולן vandervoort ונדרוורט vanenburg וננבורג vanessa ונסה vangelis ואנגליס vanhanen ואנהאנן vania וניה vano ואנו vanunu ואנונו vanunu ונונו vapnik ופניק vardalos ורדלוס vardi ורדי varela וארלה vargas ורגאס vargas ורגס varma וארמה varmus ורמוס varona וארונה varoufakis וארופאקיס vartan ורטן vashti ושתי vasil ואסיל vasile וסילי vasili וסילי vasiliev וסילייב vasilis ואסיליס vasilopoulos ואסילופולוס vasily וסילי vassihon וסיהון vassilis ואסיליס vaughan ווהן vaughn ווהן vaziri ואזירי veber ובר vedder ודר vee וי vega וגה veh פה vehava והבה veil וייל veith פנינגר vekselberg וקסלברג vela ולה veland ולנד velasquez ולסקז velde ולדה veldhuis ולדהויס velev ולב veli ולי veljo וליו veloso ולוזו velvel ולוול venables ונבלס venegas ונגס venetiaan ונטיאן veneziano ונציאנו vengerov ונגרוב venizelos וניזלוס venkatraman ונקטרמן vennegoor ונחור venora ונורה ventimiglia ונטימיליה ventsislav ונטסיסלאב ventura ונטורה venturi ונטורי venus ונוס venzago ונזאגו vera ורה verbeek ורביק verbinski ורבינסקי vercauteren ורקאוטרן verdasco ורדאסקו vered ורד vergeer פרחיר verhaegh ורהאג verhoeven ורהובן verlaine ורליין verlinde ורלינד vermaelen ורמאלן vermes ורמש vermouth ורמוט verne ורן veronica רוני veronika ורוניקה verratti וראטי verstappen ורסטאפן verta ורטה vertis ורטיס vertonghen ורטונגן veselin וסלין vesko וסקו vetrano וטראנו vettel פטל veyrat ורה vezenkov וזנקוב vezzali וצאלי vi וי vi ספרד vi elsker dette landet Ja המנון נורווגיה viana ויאנה viatri ויאטרי vibeke ויבקה vic ויק vicente ויסנטה vici vidi Veni ניצחתי ראיתי באתי vick ויק vicky ויקי vicomte de Curières de Castelnau Noël Édouard נואל דה קסטלנו victor ויקטור victoria ויקטוריה vidal וידאל videkull וידקול vidor וידור viduka וידוקה vieira ויירה vieri ויירי vietto וייטו vigenin ויגנין viggo ויגו vignotto ויניוטו vigo ויגו vigodman ויגודמן vik ויק vikander ויקנדר vikas ויקאס vikash ויקאש vikram ויקרם viktor ויקטור viktoriya ויקטוריה vilan וילן vile וייל villa וייה villar ויאר villaraigosa ויאראיגוסה ville וילה villepin וילפן vilnai וילנאי vilner וילנר vilsack וילסאק vin וין vince וינס vincent וינס vincent וינסנט vincent ונסן ving וינג vinnie ויני vinokourov וינוקורוב vint וינט vinton וינטון viola ויולה viorel ויורל virgil וירגיל virgilijus וירגיליוס virsaladze וירסלדזה visconti ויסקונטי visitor ויזיטור visser ויסר vissoker ויסוקר viswanathan וישוואנתן vital ויטל vitali ויטלי vitaly ויטאלי vitaly ויטלי vitenberg ויטנברג viterbi ויטרבי vitorino ויטורינו vitter ויטר vitti ויטי vittorio ויטוריו viv ויו vivas ויוואס vivienne ויויאן vizan ויזן vlaar פלאר vlad ולאד vlade ולאדה vladimir וובה vladimir ולדימיר vladislav ולדיסלאב vladislav ולדיסלב vlado ולאדו vlasov ולאסוב vlastimil ולסטימיל vlerken ולרקן vodianova וודיאנובה vogel ווגל vogel פוגל vogelman פוגלמן vogt פוגט vogts פוגטס volanis וולאניס volcker וולקר volk וולק volker פולקר volkov וולקוב vollach וולך volland פולאנד vollenweider וולנוויידר vollmer ולמר volo וולו volodin וולודין volodymyr וולודימיר volodymyr ולדימיר volpe וולפה volynov וולינוב von וון von פון vonda וונדה vonlanthen פונלנטן vonn וון vonteego וונטיגו voormann פורמן vorm וורם voronin וורונין vos ווס vosloo ווסלו vossen ווסן votava ווטאבה vratislav ורטיסלאב vrij פריי vromen ורומן vroom ורום vyntra וינטרה waart וארט wachowskis ואשובסקי wachsmann וקסמן wadah ודאח wade ואד wade וייד wadud וואדוד wael ואאיל waena וואינה wafa ופא wageningen ווגנינגן wagner ואגנר wagner וגנר wagstaff וגסטף wahabi והבה wahbi והבי wahl וואהל wahlberg וולברג wahoram ואהורם waid וייד wainwright ויינרייט waiters וייטרס waits וייטס wakabayashi ואקבאיאשי wakaso וקאסו waked ואכד wakuda ואקודה wal ול walcott וולקוט waldemar ולדמאר walden ולדן walder ולדר waldman ולדמן walger וולגר walheim ולהיים walid ואליד walid וליד walken ווקן walker ווקר walkin וואלקין wall וול wallace וולאס wallach ולך wallerstein ולרשטיין walliams ואליאמס wallis ווליס walsch וולש walsh ואלש walsh וולש walt וולט walter ואלטר walter וולטר walter ולטר walter זאב walters וולטרס walton וולטון waltz ואלץ walzer וולצר wambach וומבאך wambugu ואמבוגו wang ואנג wang וונג wanyama ווניאמה ward וורד waring וורינג waris ואריס warner וורנר warren וורן warrior ווריור warschawski ורשבסקי warshel ורשל warwick וורוויק warwick ווריק washington וושינגטון wasikowska וסיקובסקה wasil ואסל wasmosy וסמוסי wasserman וסרמן wata וואטה watanabe ואטאנבה watanabe וטנבה waters ווטרס waterston ווטרסטון watkins ווטקינס watling ווטלינג watros ווטרוס watson ווטסון watts וואטס watts ווטס wawrinka ואוורינקה waxman וקסמן way ויי wayans ויינס wayborn וייבורן wayde וייד waylon ואילון wayne ווין wayne ויין wayte וייט weaam ויאם weaver ויבר weaving ויבינג webb וב webber ובר weber ובר webster ובסטר weekes וויקס weeknd ויקנד weems וימס wehbe והבי weidenfeller וידנפלר weifeng וויפנג weigl וייגל weil וייל weilerstein ויילרשטיין weimann ויימן weinberg ויינברג weinberg וינברג weinberger ויינברגר weinek ויינק weiner ויינר weiner וינר weinerman ויינרמן weinfeld וינפלד weinger ויינגר weinroth וינרוט weinstein וינשטיין weintraub וינטרוב weir ויר weis וייס weisberger וייסברגר weisenstein וינשטיין weiser וייזר weishoff ויסהוף weisman וייזמן weiss וייס weiss ויס weissglass ויסגלס weitz וייץ weitz ויץ weitzman ויצמן weiwei וייוויי weizman ויצמן welbeck ולבק welch ולש weld ולד weldon ולדון welker ולקר wellber ולבר weller ולר welling ולינג wellington ולינגטון welliton וליטון wellman ולמן wells ולס welsh ולש wen ון wendell ונדל wenden ונדן wenders ונדרס wendy ונדי wenham ונהם wentz ונץ wenzel ונצל werber ורבר werbowy ורבובי werdyger ורדיגר werkheiser ורקהייזר wernbloom ורנבלום werner ורנר wersching ורשינג wertheimer ורטהיימר wes וס wesley וסלי wesley סו wessig וסיג west וסט westbrook וסטברוק westenra וסטנרה wester וסטר westergaard ווסטרגארד westergaard וסטרגור westermann וסטרמן westheimer וסטהיימר westphal וסטפאל westwick וסטוויק westwood ווסטווד wettig ווטיג wexler וקסלר wheaton ויטון wheeler וילר whibley ויבלי whigham וויגהאם whishaw וישו whitacre וייטאקר whitaker ויטאקר white וייט whitehill וייטהיל whitehouse וייטהאוס whiteside וייטסייד whitfield ויטפילד whitford ויטפורד whiting וייטינג whitman ויטמן whitmire וייטמיר whitney ויטני whittle ויטל whoopi וופי whyte וייט wickham ויקהאם wickmayer ויקמאייר widrich ווידריך wie וי wiegmann ויגמן wieker ויקר wiel ויל wieman וימן wiercinski וירקינסקי wiese ויזה wiesel ויזל wieseltier ויזלטיר wiest ויסט wigan ויגאן wigderson ויגדרזון wiggins ויגינס wiig ויג wil ויל wilander וילאנדר wilber וילבר wilburn ווילבורן wilcox וילקוקס wild ויילד wilde ויילד wilders וילדרס wilds וילדס wiles ויילס wiley ויילי wilf וילף wilfried וילפריד wilhelm וילהלם wilkens וילקינס wilkie וילקי wilkins וילקינס wilkinson וילקינסון wilkomirski וילקומירסקי wilkshire וילקשייר will ויל willa וילה willard וילארד willem וילם willems וילמס william ויליאם williams ויליאמס williamson ויליאמסון willie וילי willis ויליס willow וילו wills וילס willy וילי wilmer וילמר wilmots וילמוטס wilson וילסון wilton וילטון wiltord וילטור wiltshire וילטשייר wim וים wimmer וימר win וין winberg וינברג winder ווינדר winding וינדינג windle וינדל wineland וינלנד winfrey וינפרי winger וינגר winkler וינקלר winklhofer וינקלהופר winn וין winningham וינינגהם winograd וינוגרד winona וינונה winslet וינסלט winston וינסטון winstone וינסטון winter וינטר winters וינטרס wintour וינטור winwood וינווד wirth וירת wisdom ויזדום wise וייז wiseman וייזמן wisniewski ויזנייבסקי wispelwey ויספלווי with Feeling Once More with Feeling Once More with Love To Sir לאדוני באהבה withers ויתרס witsel ויטסל witt ויט witten ויטן wittman ויטמן wittrock ויטרוק witzigmann ויציקמן witzthum ויצטום wiz ויז wohlfahrt וולפארט wohlfarth וולפארט wojcicki ווייציצקי wokalek ווקלק wole וולה wolf וולף wolfe וולף wolff וולף wolfgang וולפגנג wolfowitz וולפוביץ wolfram וולפרם woll וול wollen וולן wolman וולמן wolpe וולפה wolpo וולפא wolstenholme וולסטנהולם womark וומרק wonder וונדר wood ווד woodard וודארד woodcock וודקוק woodhead וודהד woodley וודלי woodman וודמן woods וודס woodward וודוורד woody וודי woolfolk וולפולק woolgar וולגר woolsey וולסי wooten ווטן world וורלד wortzman וורצמן wosz ווש wouk ווק wouters ואוטרס wow וואו wowereit ווברייט wozniacki ווזניאקי wozniak ווזניאק wright רייט wu וו wuhl וול wulff וולף wyatt ואייט wyatt ויאט wyatt וייאט wyden ויידן wye ואי wylie וילי wyman ויימן wynants וינאנט wynton וינטון wyomia ואיומיה xaver קסוור xavier אקסבייר xavier קסאבייה xavier קסבייה xavier קסווייר xavier שאבייר xaviera קסווירה xherdan שרדאן xiang שיאנג xiaobo שיאובו xilai שילאי xing שינג xu שו xulu קולו xuxa שושה xvi עשר xzibit אקזיביט y Gloria: Tres Noches en la Ciudad de México Pasión Orgullo Pasión y Gloria: Tres Noches en la Ciudad de México Orgullo yaacov יעקב yaakov יעקב yaaqov יעקב yaar יער yaari יערי yablonka יבלונקה yabusele יבוסלה yacine יאסין yacoub יעקוב yacouba יאקובה yade יאד yadin ידין yadlin ידלין yael יעל yafang יאפאנג yagudin יגודין yahalom יהלום yahav יהב yahaya יאיא yahel יאל yair יאיר yairah יאירה yakin יאקין yakin יכין yakir יקיר yakobson יעקובסון yakov יעקב yakovleva יאקובלבה yakubu איגביני yaky יקי yalom יאלום yamamoto ימאמוטו yamanaka יאמאנקה yamani ימאני yamin ימין yampolsky ימפולסקי yan יאן yana יאנה yanai ינאי yancy יינסי yang יאנג yanina יאנינה yanis יאניס yaniv יניב yankee יאנקי yanki ינקי yanko ינקו yann יאן yannai ינאי yanni יאני yannick יאניק yanofsky ינופסקי yanow יאנאו yao יאו yaping יאפינג yarden ירדן yardena ירדנה yared יארד yarelys יארליס yargelis יארגליס yarin ירין yarisley יאריסלי yariv יריב yarmolenko ירמולנקו yaron ירון yarrow יארו yasinov יאסינוב yasmin יסמין yasmina יסמינה yaso יאסו yasser יאסר yasuhiro יסוהירו yasuo יאסואו yasuyuki יאסויוקי yatom יתום yatsenyuk יאצניוק yatzpan יצפאן yavin יבין yavlinsky יאבלינסקי yavruyan יברויאן yayo יאיו yayoi יאיוי yazbak יזבק yazov יאזוב ye יה yebda ייבדה yeboah יבואה yechezkel יחזקאל yechiam יחיעם yechiel יחיאל yedaya ידעיה yedid ידיד yedidya ידידיה yeedle יידל yefet יפת yefim יפים yefimova יפימובה yeghia איליה yegorova יגורובה yehezkel יחזקאל yehezkeli יחזקאלי yehiel חיליק yehiel יחיאל yehonatan יהונתן yehonathan יהונתן yehoram יהורם yehoshua יהושע yehoshua שייע yehouda יהודה yehoyada יהוידע yehuda יהודה yehude יהודה yehudit יהודית yeini ייני yekaterina יקתרינה yekutiel יקותיאל yelena ילנה yeliseyev יליסייב yellin ילין yeltsin ילצין yeoh יאו yepes יפס yermakova ירמקובה yermilov ירמילוב yero ירו yerofeyev ארופייב yerokhin ירוחין yeun יאון yeung יאנג yevgeniya יבגניה yevgeny יבגני yevhen יבגני yevhen יבהן yevtushenko יבטושנקו yfke ייפקה yi יי yiannis יאניס yifan ייפאן yifat יפעת yiftachel יפתחאל yigal יגאל ying יינג yinon ינון yirmiyahu ירמיהו yiruma יירומה yishai ישי yisrael ישראל yissachar ישכר yitzchak יצחק yitzchok יצחק yitzhak יצחק yitzhaki יצחקי yiv איב yivzori יבזורי yizhar יזהר yngwie אינגווי yoad יועד yoan יואן yoann יואן yoav יואב 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זאברוב zaz זאז zaza זאזא zazai זאזאי zbidat זבידאת zbigniew זביגנייב zdorovetskiy זדורובצקי zea זי zedillo סדייו zeev זאב zeffirelli זפירלי zehava זהבה zehavi זהבי zehetner זהטנר zehrt צרט zeibert זייברט zeidan זידאן zeidan זיידאן zeigerman זייגרמן zeilberger ציילברגר zeilinger ציילינגר zeira זעירא zeitlin צייטלין zeitouni זיתוני zelah זילה zelaya סלאיה zeldin זלדין zelekha זליכה zelig זליג zeller זלר zellner צלנר zelmanov זלמנוב zemach צמח zemeckis זמקיס zemfira זמפירה zemon זימון zendaya זנדאיה zenden זנדן zender צנדר zeneli זנלי zenere סנרה zenga זנגה zeno מריוס zephaniah צפניה zerai זראי zersenay זרסנאי zertal זרטל zerubavel זרובבל zeruya צרויה zetao דזטאו zevulun זבולון zewail זוויל zewe צווה zhairi צעירי zia זיא zickler ציקלר zico זיקו zida זידה zidan זידאן zidane זידאן zidkyahu צדקיהו ziege ציגה ziegler זיגלר ziegler ציגלר ziering זירינג ziffer ציפר ziggy זיגי zilber זילבר zilberman זילברמן zilberstein זילברשטיין zilker צילקר zimbardo זימברדו zimerman צימרמן zimmer צימר zimmermann זימרמן zimmermann צימרמן zimro זימרו zimyatov זימיאטוב zinedine זינדין zinger זינגר zinigrad זיניגרד zinke זינקי zinman זינמן zinner ציננער zinni זיני zino זינו zinta זינטה zion ציון zirbes צירבס zisis זיזיס ziskind זיסקינד ziv זיו zlata זלטה zlil צליל zoabi זועבי zobel צובל zoe זואי zoff זוף zohar זהר zohar זוהר zokora זוקורה zoller צולר zonderland זונדרלנד zooey זואי zoran זוראן zorc צורק zordo צורדו zorman זורמן zorn זורן zornberg זורנברג zosia זושה zoubeir זובייר zouheir זוהיר zouma זומה zrihan זריהן zu צו zuaretz זוארץ zubac זובאץ zubeidi זביידי zuber זובר zubin זובין zubizarreta זוביזרטה zubkov זובקוב zubrin זוברין zubromawi זוברומאווי zucker זוקר zucker צוקר zuckerberg צוקרברג zuckermann צוקרמן zuhair זוהיר zuhri זוהרי zukerman צוקרמן zukofsky זוקופסקי zuluaga זולואגה zumthor צומטור zuniga זוניגה zupan זופאן zur צור zurab זוראב zurabishvili זורבישווילי zurer זורר zuria צוריה zuroff זורוף zusak זוסאק zusi זוסי zvi צבי zvi צביקה zvika צביקה zvili זווילי zviran צבירן zviti זביטי zvonareva זבונרבה zvonimir זבונימיר zvulun זבולון zvyagintsev זוויאגינצב zweden זביידן zwiebach צוויבאך zybina זיבינה zydrunas זיידרונאס zygmunt זיגמונט zyryanov זיריאנוב zyuganov זיוגאנוב ~riley משתמש:Riley Huntley ~riley/u משתמש:Riley Huntley ¡Ay Carmela! כרמלה אי ¡Dos! ¡Dos! ¡Three Amigos! שלושה אמיגוס ¡Uno! ¡Uno! · תבנית:· Àstrid Bergès-Frisbey אסטריד ברג'ס פריסבי Ádám Lang אדם לאנג Ádám Nagy אדם נאג' Ádám Pintér אדם פינטר Áed Find אייד פינד Áed mac Boanta אייד מק בואנטה Áed mac Cináeda מלך סקוטלנד אייד' Áedán mac Gabráin אידאן מק גאבראן Ágnes Gergely אגנש גרגי Ágnes Keleti אגנס קלטי Ágnes Kovács אגנס קובאץ' Ágnes Nemes Nagy אגנש נמש נאג' Ágnes Szávay אגנש סאבאי Ákos Elek אקוש אלק Álex Abrines אלכס אברינס Álex Grimaldo אלכס גרימלדו Álex Mumbrú אלכס מומברו Álftanes אאולפטאנס Álvaro Arbeloa אלברו ארבלואה Álvaro Colom אלווארו קולום Álvaro Morata אלברו מוראטה Álvaro Negredo אלברו נגרדו Álvaro Obregón אלווארו אוברגון Álvaro Pereira אלבארו פריירה Álvaro Rafael González אלבארו רפאל גונסאלס Álvaro Recoba אלבארו רקובה Álvaro Saborío אלבארו סבוריו Álvaro Siza Vieira אלוורו סיזה Álvaro Uribe אלווארו אוריבה Álvaro de Saavedra Cerón אלברו דה סאבדרה סרון Ángel Allegri אנחל אלגרי Ángel Arocha אנחל ארוצ'ה Ángel Correa אנחל קוריאה Ángel Dealbert אנחל דאלברט Ángel Di María אנחל די מריה Ángel Labruna אנחל לברונה Ángel María Villar אנחל מריה ויאר Ángel Sanz Briz אנחל סאנס בריס Árbol del Tule העץ של טולה Ármin Vámbéry ארמין ומברי Árnessýsla Hvítá קוויטאו Árpád ארפאד Árpád Bridge גשר ארפאד Árpád Göncz ארפד גונץ Árpád Vajda ארפאד ויידה Árpád dynasty בית ארפאד Ásgeir Ásgeirsson אסגיר אסגירסון Ásmegin אסמג'ין Ávila Cathedral קתדרלת סלוודור דה אווילה Änglagård אנגלגארד Änis Ben-Hatira אניס בן חתירה Ärmighorn ארמיגהורן Åbo Akademi University האוניברסיטה האקדמית של אובו Åke Borg אקה בורג Åkermanite אקרמניט Åland Islands אולנד Åland Islands קטגוריה:אולנד Ålänningens sång המנון אולנד Ångström אנגסטרום Åreskutan אורסקוטן Åsa Romson אוסה רומסון Åtvidabergs FF אוטבידברג Ægir אגיר Ælfwald אאלפוולד Ælfweard of Wessex מלך וסקס אלפווארד Ælfwynn מלכת מרסיה אלפווין Ænima אנימה Æon Flux איאון פלקס Æscwine of Essex מלך אסקס אסקווין Æsir אסיר Æthelbald of Wessex מלך וסקס אתלבאלד Æthelberht אתלברט Æthelberht of Wessex מלך וסקס אתלברט Æthelbert of Sussex מלך סאסקס אתלברט Æthelflæd מלכת מרסיה אתלפלדה Æthelred אתלרד Æthelred of Wessex מלך וסקס אתלרד הראשון Æthelred the Unready מלך אנגליה אתלרד השני Æthelric אתלריק Æthelric of Bernicia מלך ברניקיה אתלריק Æthelstan אתלסטאן Æthelstan מלך אנגליה אתלסטאן Æthelstan of Sussex מלך סאסקס אתלסטאן Æthelwulf מלך וסקס אתלוולף Ç Ç Çanakkale צ'נקלה Çatalhöyük צ'טלהויוק Çaykur Rizespor ריזספור Çaykur Rizespor footballers קטגוריה:כדורגלני ריזספור Çayönü צ'איאונו Çetinkaya Türk S.K. צ'טינקאיה טורק Çoruh River צ'ורו Çorum Archaeological Museum מוזיאון צ'ורום Çukurova מישור צ'וקורובה Ève Curie אווה קירי Éamon de Valera איימון דה ואלירה Ébrié Lagoon לגונה אבריאה Éclair אקלר École Biblique בית הספר הצרפתי למקרא ולארכאולוגיה École Militaire אקול מיליטר École Normale Supérieure אקול נורמל סופרייר École Normale Supérieure alumni קטגוריה:בוגרי אקול נורמל סופרייר École Normale Supérieure faculty קטגוריה:סגל אקול נורמל סופרייר École Polytechnique אקול פוליטקניק École Polytechnique קטגוריה:אקול פוליטקניק École Polytechnique alumni קטגוריה:בוגרי אקול פוליטקניק École Polytechnique faculty קטגוריה:סגל אקול פוליטקניק École Polytechnique massacre הטבח באקול פוליטכניק École Spéciale des Travaux Publics בית הספר המיוחד לעבודות צבוריות École nationale supérieure d'architecture de Versailles בית הספר הגבוה לאדריכלות של ורסאי École nationale supérieure des Beaux-Arts בית הספר הלאומי הגבוה לאמנויות היפות École pratique des hautes études אקול פראטיק דה אוטז אטיד École spéciale militaire de Saint-Cyr האקדמיה הצבאית סן-סיר Écoles Normales Supérieures קטגוריה:אקול נורמל סופרייר Éder Álvarez Balanta אדר אלברס בלנטה Édgar Ramírez אדגר רמירס Édith Cresson אדית קרסון Édith Piaf אדית פיאף Éditions Gallimard הוצאת גלימאר Édouard אדוארד Édouard Chatton אדואר שטון Édouard Daladier אדואר דאלאדיה Édouard Drumont אדואר דרימון Édouard Lalo אדואר לאלו Édouard Loubet אדואר לובה Édouard Lucas אדואר לוקאס Édouard Manet אדואר מאנה Édouard de Pomiane אדואר אלכסנדר דה פומיאן Édouard-Alfred Martel אדוארד-אלפרד מרטל Édouard-Henri Avril אדואר-אנרי אבריל Élan Béarnais Pau-Orthez פו אורטז Élan Béarnais Pau-Orthez players קטגוריה:כדורסלני פו אורטז Élan Chalon אלאן שאלון Éliane Amado Levy-Valensi אליענה אמדו לוי-ולנסי Élie Barnavi אלי בר-נביא Élie Cartan אלי קרטן Élie Chouraqui אלי שוראקי Élie Ducommun אלי דוקומון Élie Metchnikoff איליה מצ'ניקוב Élisabeth Badinter אליזבת בדינטר Élisabeth Charlotte d'Orléans נסיכת קומרסי אליזבת שארלוט ד'אורליאן Élson אלסון Élysée Palace ארמון האליזה Élysée Treaty הסכם האליזה Éléments de géométrie algébrique יסודות הגאומטריה האלגברית Émile Augier אמיל אוז'ייה Émile Benveniste אמיל בנבניסט Émile Borel אמיל בורל Émile Chartier אמיל שארטייה Émile Durkheim אמיל דורקהיים Émile Eddé אמיל אדה Émile Jaques-Dalcroze אמיל ז'אק-דלקרוז Émile Lahoud אמיל לחוד Émile Mbamba אמיל אמבמבה Émile Muselier אמיל מיזלייה Émile Ollivier אמיל אוליבייה Émile Peynaud אמיל פינו Émile Waldteufel אמיל ולדטויפל Émile Zola אמיל זולא Émile-Joseph-Maurice Chevé אמיל שווה Émilie du Châtelet אמילי דה שאטלה Épinay-sur-Seine אפינה-סור-סן Érd ארד Éric Abidal אריק אבידל Éric Deflandre אריק דפלנדרה Éric Fréchon אריק פרשון Éric Joisel אריק ג'ואזל Éric Ripert אריק ריפר Éric Rohmer אריק רוהמר Éric de Rothschild אריק דה רוטשילד Éric-Emmanuel Schmitt אריק-עמנואל שמיט Érik Izraelewicz אריק יזראלביץ' Érik Lamela אריק לאמלה Étant donnés נתון Éthiopiques אתיופיק Étienne Bonnot de Condillac אטיין בונו דה קונדיאק Étienne Decroux אטיין דקרו Étienne Desmarteau אטיין דמרטו Étienne Geoffroy Saint-Hilaire אטיין ז'ופרואה סנט-אילר Étienne Méhul אטיין מאול Étienne de La Boétie אטיין דה לה בואסי Étienne-Jules Marey אטיין-ז'ול מארה Étoile Sportive du Sahel players קטגוריה:כדורגלני אטואל דו סאהל Étude אטיוד Éva Marton אווה מרטון Éva Novák-Gerard אווה נובק ג'ררד Éva Székely אווה סקלי Évariste Galois אווריסט גלואה Évariste Lévi-Provençal אווריסט לוי פרובנסל Éver Banega אבר באנגה Éverton Lopes אוורטון לופס Évian Conference ועידת אוויאן Évora אבורה Évora קטגוריה:אבורה Évreux אוורה Évreux Cathedral קתדרלת אוורה Íngrid Betancourt אינגריד בטנקור Ísafjörður איסאפיירד'ור Íþróttabandalag Vestmannaeyja איי. בי. וי. Île Saint-Louis איל סן לואי Île aux Cochons אי החזיר Île d'Yeu איל דה יו Île de Ré איל דה רה Île de la Cité איל דה לה סיטה Île-de-France איל-דה-פראנס Île-de-France קטגוריה:איל דה פראנס Îles du Salut איי הישועה Ñ Ñ Òmnium Cultural Òmnium Cultural Óbuda אובודה Óengus II מלך הפיקטים אואנגוס השני Ólafur Jóhannesson אולאפור יוהאנסון Ólafur Ragnar Grímsson אולפור רגנר גרימסון Ólafur Thors אולאפור תורס Óscar Arias אוסקר אריאס Óscar Berger אוסקר ברשה Óscar Cardozo אוסקר קרדוסו Óscar Carmona אנטוניו קרמונה Óscar Córdoba אוסקר קורדובה Óscar Duarte אוסקר דוארטה Óscar García Junyent אוסקר גארסיה Óscar Granados אוסקר גרנאדוס Óscar Tabárez אוסקר טבארס Óscar Ustari אוסקר אוסטארי Óscar de Marcos אוסקר דה מרקוס Ózd אוזד Ö אומלאוט#אותיות האומלאוט בגרמנית Ödön Lechner אדן לכנר Ödön Pártos עדן פרטוש Ödön von Horváth אדן פון הורבאט Ögedei Khan אוגדיי חאן Öland אלנד Ölfusá יולפוסאו Ölgii אולגי Ömer Aşık עומר אשיק Ömer Toprak עומר טופראק Ömnögovi Province אומנוגובי Örebro ארברו Örebro County ארברו Örebro SK players קטגוריה:כדורגלני ארברו Östergötland County אסטרייטלנד Österland אסטרלנד Ötzi איש הקרח אצי Övörkhangai Province אובורחאנגאי Ø Ø Øresund ארסונד Øresund Bridge גשר ארסונד Øystein Ore אוישטיין אור Øyvind Leonhardsen אויבינד ליאונרדסן Új Kelet אוי קלט Újpest אויפשט Úrvalsdeild ליגת העל האיסלנדית Ústí nad Labem אוסטי נד לבם Útila אוטילה Überlingen mid-air collision האסון האווירי באיברלינגן Übermensch על-אדם Ülker Sports Arena אולקר ספורט ארנה Ürümqi אורומצ'י Þingvallavatn אגם ת'ינגוואלאוואטן Þingvellir הפארק הלאומי ת'ינגווליר Þjórsá ת'יורסאו Þorsteinn Pálsson ת'ורסטיין פאלסון ß ß Ālī Qāpū עאלי קאפו Ātman אטמן Ćmielów צ'מיילוב Ĉ Ĉ ČEZ Basketball Nymburk נימבורק Čatež ob Savi צ'אטז' אוב סאבי Čačak צ'אצ'אק Čech צ'ך Čech cohomology קוהומולוגיית צ'ך Česká pošta דואר צ'כיה Česká zbrojovka Strakonice צ'סקה זברויובקה České Budějovice צ'סקה בודייוביצה Český Krumlov צ'סקי קרומלוב Đakovo ג'קובו Đovani Roso ג'ובאני רוסו Đồng Hới דונג הוי Ĝ Ĝ Ħal Far חאל פאר İDO אוטובוס הים באיסטנבול İbradı איבראדה İbrahim Tatlıses איברהים טטליסס İlhan Mansız איהן מנסיז İlkay Gündoğan אילקאיי גונדואן İnfoCan/test גנטיקה İskenderun איסכנדרון İslâm III Giray אסלאם השלישי גיראי İsmet İnönü איסמט אינני İspir איספיר İstanbul B.B. footballers קטגוריה:כדורגלני איסטנבול İstanbul Cup גביע איסטנבול İstiklal Avenue שדרות איסתיקלאל İstiklâl Marşı המנון טורקיה İzmir איזמיר İzmir קטגוריה:איזמיר İzmir Metro הרכבת התחתית של איזמיר İzmit איזמיט İznik איזניק Ĵ Ĵ Ľubomír Moravčík לובומיר מוראבצ'יק Ľuboš Kamenár לובוש קמנאר Ľudovít Štúr ליודוביט שטור Łachwa Ghetto גטו לחווא Łapy לאפי Łask לאסק Łaskarzew לסקז'ב Łańcut לנצוט Łomazy לומאזי Łomża לומז'ה Łomża County Lipnik ליפניק Łosice לושיצה Łowicz לוביץ' Łukasz Fabiański לוקאש פביאנסקי Łukasz Piszczek לוקאש פישצ'ק Łukasz Skorupski לוקאש סקורופסקי Łukasz Surma לוקאש סורמה Łuków לוקוב Łuków County Adamów אדמוב Łódź לודז' Łódź קטגוריה:לודז' Łódź Ghetto גטו לודז' Łódź Ghetto קטגוריה:גטו לודז' Łódź Ghetto inmates קטגוריה:אסירים בגטו לודז' Łódź Voivodeship לודז' Łódź Voivodeship קטגוריה:לודז' Łódź Voivodeship Bolesławiec בולסלבייץ Łódź Voivodeship Lipnik ליפניק Łódź Voivodeship Piątek פיונטק Łódź Voivodeship Pławno פלאוונו Łódź Voivodeship Widawa וידאווה Łęczna לנצ'נה Łęczyca לנצ'יצה Łęczyca County Grabów גראבוב Ōita Prefecture אויטה Ōita Ōita אויטה Ōkubo Toshimichi טושימיצ'י אוקובו Ōkuma Shigenobu אוקומה שיגנובו Ōtomo Sōrin אוטומו סורין Ōtsuki Takeji טקג'י אוצוקי Ōu Mountains הרי אואו Ōuchi Yoshitaka אוצ'י יושיטאקה Ōyama Iwao איוואו אויאמה Œuvre de secours aux enfants אוז"ה Śląsk Wrocław players קטגוריה:כדורגלני שלונסק ורוצלב Świdnica שווידניצה Świebodzice שווייבודז'יצה Świnoujście סווינוצ'י Święta Lipka שוויינטה ליפקה Świętochłowice שוויינטוחלוביצה Świętokrzyskie Voivodeship קטגוריה:שוויינטוקז'יסקיה Świętokrzyskie Voivodeship שוויינטוקז'יסקיה Świętokrzyskie Voivodeship Osiek אושייק Świętokrzyskie Voivodeship Radoszyce ראדושיצה Świętokrzyskie Voivodeship Wodzisław וודז'יסלאב Świętokrzyskie Voivodeship Łagów לגוב Śūnyatā שונייטא Ŝ Ŝ Şalom שלום Şanlıurfa אורפה Şanlıurfa Province קטגוריה:שנלאורפה Şehzade Cihangir שהזאדה ז'האנגיר Şehzade Mehmed שהזאדה מהמט Şükrü Saracoğlu Stadium אצטדיון שיקרי סראג'ולו Şəmkir שמקיר ŠK Slovan Bratislava סלובן ברטיסלבה ŠK Slovan Bratislava players קטגוריה:כדורגלני סלובן ברטיסלבה Šabac שאבאץ Šahy סהי Šakiai שאקי Šakiai District Municipality שאקי Šalčininkai District Municipality שיילצ'נינקי Šamorín שמורין Šar Mountains שר פלנינה Šarūnas Jasikevičius שארונאס יאסיקביצ'יוס Šarūnas Marčiulionis שרונאס מרצ'ולוניס Šeduva שדובה Šiauliai שאולאי Šiauliai Arena שיאוליו ארנה Šiauliai County מחוז שאולאי Šiauliai County קטגוריה:מחוז שאולאי Šiauliai District Municipality שאולאי Šiauliai Ghetto גטו שאוולי Šibenik שיבניק Šibenik Cathedral קתדרלת יעקב הקדוש בשיבניק Šid שיד Šilalė District Municipality שיללה Šilutė District Municipality שילוטה Šime Vrsaljko שימה ורסאליקו Širvintos שירווינטוס Širvintos District Municipality שירווינטוס Škocjan Caves מערות שקוציאן Škoda Auto סקודה Škoda Octavia סקודה אוקטביה Špindlerův Mlýn שפינדלרוב מלין Štip שטיפ Švenčionys שווינציאן Švenčionys District Municipality שווינציאן Švenčionėliai שוויינצ'יונליאי Švyturys Arena שביטוריו ארנה Ŭ Ŭ Żabno ז'אבנו Żarki ז'רקי Żarnów ז'רנוב Żegota ז'גוטה Żelechów ז'לחוב Żołynia ז'וליניה Żubrówka זוברובקה Żuromin ז'ורומין Żychlin ז'יכלין Żyrardów ז'ירארדוב Žagarė זאגר Žalgiris ז'לגיריס Žalgiris Arena ז'לגיריס ארנה Žan Tabak ז'אן טבק Žarko Dolinar ז'רקו דולינר Žarko Korać זרקו קוראץ' Žarko Tomašević זרקו טומאסביץ' Že ژ Žehra ז'הרה Žeimelis זיימלס Željko Joksimović ז'ליקו יוקסימוביץ' Željko Komšić ז'לקו קומשיץ' Željko Obradović ז'ליקו אובראדוביץ' Žemaičių Naumiestis ז'מאיצ'ו נאומייסטיס Žiežmariai ז'ייז'מריאי Žilina ז'ילינה Žilina Region ז'ילינה Žitava ז'יטבה Živa ז'יווה Živojin Mišić ז'יוויין מישיץ' Žižkov Television Tower מגדל הטלוויזיה ז'יז'קוב Župa ז'ופאן Ə Ə Șimleu Silvaniei שימלאו סילבאניי Șmil Marcovici שמיל מרקוביץ' Ștefan Cantacuzino שטפאן קנטאקוזינו Ștefan Foriș שטפאן פוריש Ștefan Golescu שטפן גולסקו Ștefan Surdul שטפאן החירש Țara Moților ארץ המוצים Țuică צויקה ΔT אורך היממה Μ-recursive function פונקציה רקורסיבית ΜTorrent ΜTorrent Σ-finite measure מידה סיגמא-סופית ΤζονΜετ תבנית:User el Του Δημήτρη משתמש:Spaza-bozo Владимир Дубихин/sandbox קריפטאנליזה דיפרנציאלית ИкИлевап User:ИкИлевап Кирилл Булыгин/Prolog ?????? Петър Петров משתמש:Петър Петров Родолюбец משתמש:Targovishtenec bg Рыцарь поля משתמש:Рыцарь поля Шуфель משתמש:Шуфель Юкатан משתמש:Юкатан אבגד משתמש:אבגד אורח פורח משתמש:אורח פורח אילי משתמש:אילי איתן משתמש:איתן ביקורת User:ביקורת בן גרשון משתמש: בן גרשון דוד user:דוד דוד דוד משתמש:דוד דוד דוד שי משתמש:דוד שי דולב משתמש:דולב דישנובה משתמש:דישנובה החבלן user:החבלן חובבהיסטוריה משתמש: חובבהיסטוריה חי משתמש:חי חיים 7 user:חיים 7 חיים 7 שיחת משתמש:חיים 7 חיפה-חיפה-עיר-עם-עתיד משתמש:חיפה-חיפה-עיר-עם-עתיד חציל קרב~enwiki משתמש:חציל קרב טבעת-זרם משתמש:טבעת-זרם טרול רפאים משתמש:טרול רפאים יונה בנדלאק משתמש:יונה בנדלאק יוסי משתמש:יוסי יוסף שמח משתמש:יוסף שמח יחסיות האמת user:יחסיות האמת ישראל121 משתמש:ישראל121 ישרון משתמש:ישרון/דף משתמש כיכר השבת משתמש:כיכר השבת כל יכול משתמש:כל יכול כל יכול/Sandbox משתמש:כל יכול/ארגז חול 2 ליאור משתמש:ליאור ליאור/Blues on Parade משתמש:ליאור/מיזמים/לרצות את האפשר ליאור/Pikuach nefesh משתמש:ליאור/פיקוח נפש לירן משתמש:לירן לערי ריינהארט user:לערי ריינהארט לערי ריינהארט/tests/bugzilla/diff משתמש:Gangleri מתן127 משתמש:מתן127 נעמה אב משתמש:נעמה אב ספר משתמש:ספר עפר טמיר משתמש:עפר טמיר ערן User:ערן פארוק/Types of cities by geographical region סוגי ערים לפי אזורים גיאוגרפיים פארוק/sandbox סוגי ערים לפי אזורים גיאוגרפיים פדיחה משתמש:פדיחה קולנואני משתמש:קולנואני קונילמל משתמש:קונילמל ראובן מ. משתמש:ראובן מ. שומבלע משתמש:שומבלע שילוני משתמש:שילוני שיע.ק משתמש:שיע.ק שמואל בורג משתמש:שמואל בורג שמוליק משתמש:שמוליק تسلیم User:تسلیم تفکر User:تفکر سفاک משתמש:سفاک عمرو משתמש:عمرو قلم رصاص user:قلم رصاص අනංගයා/කෙළින තැන(sand box) אסטריקס វ័ណថារិទ្ធ/sandbox/Glossary of Chemistry terms כימיה - מונחים Ḍād ض Ḏāl ذ Ḥazzan חזן Ḫāʾ خ Ṯāʾ ث Ẓāhirī האסכולה הט'אהרית Ẓāʾ ظ ‘Urabi Revolt מרד עוראבי ’O sole mio 'O sole mio ∂ ∂ −1 −1 Ɱ/sandbox2 החוף המזרחי っ משתמש:っ とある白い猫 משתמש:とある白い猫 らぼるぺ User:らぼるぺ タチコマ robot משתמש:タチコマ robot 子守熊 User:子守熊 御門桜 משתמש:御門桜 星野仙一 星野仙一 榎~enwiki user:榎 老陳/sandbox2 מומנט מגנטי ================================================ FILE: week07_seq2seq/practice_tf.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " # https://github.com/yandexdataschool/Practical_RL/issues/256\n", " # https://stackoverflow.com/a/62482183\n", " !pip uninstall -y tensorflow\n", " !pip install tensorflow-gpu==1.13.1 keras==2.3.1\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/basic_model_tf.py\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/he-pron-wiktionary.txt\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/main_dataset.txt\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/voc.py\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reinforcement Learning for seq2seq\n", "\n", "This time we'll solve a problem of transcribing Hebrew words in English, also known as g2p (grapheme2phoneme)\n", "\n", " * word (sequence of letters in source language) -> translation (sequence of letters in target language)\n", "\n", "Unlike what most deep learning practitioners do, we won't only train it to maximize likelihood of correct translation, but also employ reinforcement learning to actually teach it to translate with as few errors as possible.\n", "\n", "\n", "### About the task\n", "\n", "One notable property of Hebrew is that it's a consonant language. That is, there are no vowels in the written language. One could represent vowels with diacritics above consonants, but you don't expect people to do that in everyday life.\n", "\n", "Therefore, some Hebrew characters will correspond to several English letters and others - to none, so we should use encoder-decoder architecture to figure that out.\n", "\n", "![img](https://esciencegroup.files.wordpress.com/2016/03/seq2seq.jpg)\n", "_(img: esciencegroup.files.wordpress.com)_\n", "\n", "Encoder-decoder architectures are about converting anything to anything, including\n", " * Machine translation and spoken dialogue systems\n", " * [Image captioning](https://cocodataset.org/#captions-2015) and [image2latex](https://openai.com/requests-for-research/#im2latex) (convolutional encoder, recurrent decoder)\n", " * Generating [images by captions](https://arxiv.org/abs/1511.02793) (recurrent encoder, convolutional decoder)\n", " * Grapheme2phoneme - convert words to transcripts\n", "\n", "We chose simplified __Hebrew->English__ machine translation for words and short phrases (character-level), as it is relatively quick to train even without a gpu cluster." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# If True, only translates phrases shorter than 20 characters (way easier).\n", "EASY_MODE = True\n", "# Useful for initial coding.\n", "# If false, works with all phrases (please switch to this mode for homework assignment)\n", "\n", "MODE = \"he-to-en\" # way we translate. Either \"he-to-en\" or \"en-to-he\"\n", "# maximal length of _generated_ output, does not affect training\n", "MAX_OUTPUT_LENGTH = 50 if not EASY_MODE else 20\n", "REPORT_FREQ = 100 # how often to evaluate validation score" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 1: preprocessing\n", "\n", "We shall store dataset as a dictionary\n", "`{ word1:[translation1,translation2,...], word2:[...],...}`.\n", "\n", "This is mostly due to the fact that many words have several correct translations.\n", "\n", "We have implemented this thing for you so that you can focus on more interesting parts." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from collections import defaultdict\n", "word_to_translation = defaultdict(list) # our dictionary\n", "\n", "bos = '_'\n", "eos = ';'\n", "\n", "with open(\"main_dataset.txt\") as fin:\n", " for line in fin:\n", "\n", " en, he = line[:-1].lower().replace(bos, ' ').replace(eos,\n", " ' ').split('\\t')\n", " word, trans = (he, en) if MODE == 'he-to-en' else (en, he)\n", "\n", " if len(word) < 3:\n", " continue\n", " if EASY_MODE:\n", " if max(len(word), len(trans)) > 20:\n", " continue\n", "\n", " word_to_translation[word].append(trans)\n", "\n", "print(\"size = \", len(word_to_translation))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# get all unique lines in source language\n", "all_words = np.array(list(word_to_translation.keys()))\n", "# get all unique lines in translation language\n", "all_translations = np.array(\n", " [ts for all_ts in word_to_translation.values() for ts in all_ts])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### split the dataset\n", "\n", "We hold out 10% of all words to be used for validation.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.model_selection import train_test_split\n", "train_words, test_words = train_test_split(\n", " all_words, test_size=0.1, random_state=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Building vocabularies\n", "\n", "We now need to build vocabularies that map strings to token ids and vice versa. We're gonna need these fellas when we feed training data into the model or convert output matrices into English words." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from voc import Vocab\n", "inp_voc = Vocab.from_lines(''.join(all_words), bos=bos, eos=eos, sep='')\n", "out_voc = Vocab.from_lines(''.join(all_translations), bos=bos, eos=eos, sep='')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Here's how you cast lines into ids and backwards.\n", "batch_lines = all_words[:5]\n", "batch_ids = inp_voc.to_matrix(batch_lines)\n", "batch_lines_restored = inp_voc.to_lines(batch_ids)\n", "\n", "print(\"lines\")\n", "print(batch_lines)\n", "print(\"\\nwords to ids (0 = bos, 1 = eos):\")\n", "print(batch_ids)\n", "print(\"\\nback to words\")\n", "print(batch_lines_restored)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Draw word/translation length distributions to estimate the scope of the task." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "plt.figure(figsize=[8, 4])\n", "plt.subplot(1, 2, 1)\n", "plt.title(\"words\")\n", "plt.hist(list(map(len, all_words)), bins=20)\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.title('translations')\n", "plt.hist(list(map(len, all_translations)), bins=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 3: deploy encoder-decoder (1 point)\n", "\n", "__assignment starts here__\n", "\n", "Our architecture consists of two main blocks:\n", "* Encoder reads words character by character and outputs code vector (usually a function of last RNN state)\n", "* Decoder takes that code vector and produces translations character by character\n", "\n", "Then it gets fed into a model that follows this simple interface:\n", "* __`model.symbolic_translate(inp, **flags) -> out, logp`__ - takes symbolic int32 matrix of Hebrew words, produces output tokens sampled from the model and output log-probabilities for all possible tokens at each tick.\n", " * if given flag __`greedy=True`__, takes most likely next token at each iteration. Otherwise, samples with next token probabilities predicted by model.\n", "* __`model.symbolic_score(inp, out, **flags) -> logp`__ - takes symbolic int32 matrices of Hebrew words and their English translations. Computes the log-probabilities of all possible English characters given English prefixes and Hebrew word.\n", "* __`model.weights`__ - weights from all model layers, [a list of variables]\n", "\n", "That's all! It's as hard as it gets. With those two methods alone, you can implement all kinds of prediction and training." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "tf.reset_default_graph()\n", "s = tf.InteractiveSession()\n", "\n", "# ^^^ if you get \"variable *** already exists\": re-run this cell again" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from basic_model_tf import BasicTranslationModel\n", "model = BasicTranslationModel('model', inp_voc, out_voc,\n", " emb_size=64, hid_size=128)\n", "\n", "s.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Play around with symbolic_translate and symbolic_score\n", "inp = tf.placeholder_with_default(np.random.randint(\n", " 0, 10, [3, 5], dtype='int32'), [None, None])\n", "out = tf.placeholder_with_default(np.random.randint(\n", " 0, 10, [3, 5], dtype='int32'), [None, None])\n", "\n", "# translate inp (with untrained model)\n", "sampled_out, logp = model.symbolic_translate(inp, greedy=False)\n", "print(\"\\nSymbolic_translate output:\\n\", sampled_out, logp)\n", "print(\"\\nSample translations:\\n\", s.run(sampled_out))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# score logp(out | inp) with untrained input\n", "logp = model.symbolic_score(inp, out)\n", "print(\"\\nSymbolic_score output:\\n\", logp)\n", "print(\"\\nLog-probabilities (clipped):\\n\", s.run(logp)[:, :2, :5])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Prepare any operations you want here\n", "input_sequence = tf.placeholder('int32', [None, None])\n", "greedy_translations, logp = \n", "\n", "\n", "def translate(lines):\n", " \"\"\"\n", " You are given a list of input lines.\n", " Make your neural network translate them.\n", " :return: a list of output lines\n", " \"\"\"\n", " # Convert lines to a matrix of indices\n", " lines_ix = \n", "\n", " # Compute translations in form of indices\n", " trans_ix = s.run(greedy_translations, { })\n", "\n", " # Convert translations back into strings\n", " return out_voc.to_lines(trans_ix)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Sample inputs:\", all_words[:3])\n", "print(\"Dummy translations:\", translate(all_words[:3]))\n", "\n", "assert isinstance(greedy_translations,\n", " tf.Tensor) and greedy_translations.dtype.is_integer, \"trans must be a tensor of integers (token ids)\"\n", "assert translate(all_words[:3]) == translate(\n", " all_words[:3]), \"make sure translation is deterministic (use greedy=True and disable any noise layers)\"\n", "assert type(translate(all_words[:3])) is list and (type(translate(all_words[:1])[0]) is str or type(\n", " translate(all_words[:1])[0]) is unicode), \"translate(lines) must return a sequence of strings!\"\n", "print(\"Tests passed!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scoring function\n", "\n", "LogLikelihood is a poor estimator of model performance.\n", "* If we predict zero probability once, it shouldn't ruin the entire model.\n", "* It is enough to learn just one translation if there are several correct ones.\n", "* What matters is how many mistakes model's gonna make when it translates!\n", "\n", "Therefore, we will use minimal Levenshtein distance. It measures how many characters do we need to add/remove/replace from model translation to make it perfect. Alternatively, one could use character-level BLEU/RougeL or other similar metrics.\n", "\n", "The catch here is that Levenshtein distance is not differentiable: it isn't even continuous. We can't train our neural network to maximize it by gradient descent." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import editdistance # !pip install editdistance\n", "\n", "\n", "def get_distance(word, trans):\n", " \"\"\"\n", " A function that takes word and predicted translation\n", " and evaluates (Levenshtein's) edit distance to closest correct translation\n", " \"\"\"\n", " references = word_to_translation[word]\n", " assert len(references) != 0, \"wrong/unknown word\"\n", " return min(editdistance.eval(trans, ref) for ref in references)\n", "\n", "\n", "def score(words, bsize=100):\n", " \"\"\"a function that computes levenshtein distance for bsize random samples\"\"\"\n", " assert isinstance(words, np.ndarray)\n", "\n", " batch_words = np.random.choice(words, size=bsize, replace=False)\n", " batch_trans = translate(batch_words)\n", "\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", "\n", " return np.array(distances, dtype='float32')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# should be around 5-50 and decrease rapidly after training :)\n", "[score(test_words, 10).mean() for _ in range(5)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Supervised pre-training\n", "\n", "Here we define a function that trains our model through maximizing log-likelihood a.k.a. minimizing crossentropy." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# import utility functions\n", "from basic_model_tf import initialize_uninitialized, infer_length, infer_mask, select_values_over_last_axis\n", "\n", "\n", "class supervised_training:\n", "\n", " # variable for inputs and correct answers\n", " input_sequence = tf.placeholder('int32', [None, None])\n", " reference_answers = tf.placeholder('int32', [None, None])\n", "\n", " # Compute log-probabilities of all possible tokens at each step. Use model interface.\n", " logprobs_seq = \n", "\n", " # compute mean crossentropy\n", " crossentropy = - select_values_over_last_axis(logprobs_seq, reference_answers)\n", "\n", " mask = infer_mask(reference_answers, out_voc.eos_ix)\n", "\n", " loss = tf.reduce_sum(crossentropy * mask)/tf.reduce_sum(mask)\n", "\n", " # Build weights optimizer. Use model.weights to get all trainable params.\n", " train_step = \n", "\n", "\n", "# intialize optimizer params while keeping model intact\n", "initialize_uninitialized(s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Actually run training on minibatches" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import random\n", "\n", "\n", "def sample_batch(words, word_to_translation, batch_size):\n", " \"\"\"\n", " sample random batch of words and random correct translation for each word\n", " example usage:\n", " batch_x,batch_y = sample_batch(train_words, word_to_translations,10)\n", " \"\"\"\n", " # choose words\n", " batch_words = np.random.choice(words, size=batch_size)\n", "\n", " # choose translations\n", " batch_trans_candidates = list(map(word_to_translation.get, batch_words))\n", " batch_trans = list(map(random.choice, batch_trans_candidates))\n", "\n", " return inp_voc.to_matrix(batch_words), out_voc.to_matrix(batch_trans)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "bx, by = sample_batch(train_words, word_to_translation, batch_size=3)\n", "print(\"Source:\")\n", "print(bx)\n", "print(\"Target:\")\n", "print(by)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from tqdm import tqdm, trange # or use tqdm_notebook,tnrange\n", "\n", "loss_history = []\n", "editdist_history = []\n", "\n", "for i in trange(25000):\n", " bx, by = sample_batch(train_words, word_to_translation, 32)\n", "\n", " feed_dict = {\n", " supervised_training.input_sequence: bx,\n", " supervised_training.reference_answers: by\n", " }\n", "\n", " loss, _ = s.run([supervised_training.loss,\n", " supervised_training.train_step], feed_dict)\n", " loss_history.append(loss)\n", "\n", " if (i+1) % REPORT_FREQ == 0:\n", " clear_output(True)\n", " current_scores = score(test_words)\n", " editdist_history.append(current_scores.mean())\n", " plt.figure(figsize=(12, 4))\n", " plt.subplot(131)\n", " plt.title('train loss / traning time')\n", " plt.plot(loss_history)\n", " plt.grid()\n", " plt.subplot(132)\n", " plt.title('val score distribution')\n", " plt.hist(current_scores, bins=20)\n", " plt.subplot(133)\n", " plt.title('val score / traning time')\n", " plt.plot(editdist_history)\n", " plt.grid()\n", " plt.show()\n", " print(\"llh=%.3f, mean score=%.3f\" %\n", " (np.mean(loss_history[-10:]), np.mean(editdist_history[-10:])))\n", "\n", "# Note: it's okay if loss oscillates up and down as long as it gets better on average over long term (e.g. 5k batches)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for word in train_words[:10]:\n", " print(\"%s -> %s\" % (word, translate([word])[0]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_scores = []\n", "for start_i in trange(0, len(test_words), 32):\n", " batch_words = test_words[start_i:start_i+32]\n", " batch_trans = translate(batch_words)\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", " test_scores.extend(distances)\n", "\n", "print(\"Supervised test score:\", np.mean(test_scores))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preparing for reinforcement learning (2 points)\n", "\n", "First we need to define loss function as a custom tf operation.\n", "\n", "The simple way to do so is through `tensorflow.py_func` wrapper.\n", "```\n", "def my_func(x):\n", " # x will be a numpy array with the contents of the placeholder below\n", " return np.sinh(x)\n", "inp = tf.placeholder(tf.float32)\n", "y = tf.py_func(my_func, [inp], tf.float32)\n", "```\n", "\n", "\n", "__Your task__ is to implement `_compute_levenshtein` function that takes matrices of words and translations, along with input masks, then converts those to actual words and phonemes and computes min-levenshtein via __get_distance__ function above.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def _compute_levenshtein(words_ix, trans_ix):\n", " \"\"\"\n", " A custom tensorflow operation that computes levenshtein loss for predicted trans.\n", "\n", " Params:\n", " - words_ix - a matrix of letter indices, shape=[batch_size,word_length]\n", " - words_mask - a matrix of zeros/ones,\n", " 1 means \"word is still not finished\"\n", " 0 means \"word has already finished and this is padding\"\n", "\n", " - trans_mask - a matrix of output letter indices, shape=[batch_size,translation_length]\n", " - trans_mask - a matrix of zeros/ones, similar to words_mask but for trans_ix\n", "\n", "\n", " Please implement the function and make sure it passes tests from the next cell.\n", "\n", " \"\"\"\n", "\n", " # convert words to strings\n", " words = \n", "\n", " assert type(words) is list and type(\n", " words[0]) is str and len(words) == len(words_ix)\n", "\n", " # convert translations to lists\n", " translations = \n", "\n", " assert type(distances) in (list, tuple, np.ndarray) and len(\n", " distances) == len(words_ix)\n", "\n", " distances = np.array(list(distances), dtype='float32')\n", " return distances\n", "\n", "\n", "def compute_levenshtein(words_ix, trans_ix):\n", " out = tf.py_func(_compute_levenshtein, [words_ix, trans_ix, ], tf.float32)\n", " out.set_shape([None])\n", "\n", " return tf.stop_gradient(out)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Simple test suite to make sure your implementation is correct. Hint: if you run into any bugs, feel free to use print from inside _compute_levenshtein." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# test suite\n", "# sample random batch of (words, correct trans, wrong trans)\n", "batch_words = np.random.choice(train_words, size=100)\n", "batch_trans = list(map(random.choice, map(\n", " word_to_translation.get, batch_words)))\n", "batch_trans_wrong = np.random.choice(all_translations, size=100)\n", "\n", "batch_words_ix = tf.constant(inp_voc.to_matrix(batch_words))\n", "batch_trans_ix = tf.constant(out_voc.to_matrix(batch_trans))\n", "batch_trans_wrong_ix = tf.constant(out_voc.to_matrix(batch_trans_wrong))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# assert compute_levenshtein is zero for ideal translations\n", "correct_answers_score = compute_levenshtein(\n", " batch_words_ix, batch_trans_ix).eval()\n", "\n", "assert np.all(correct_answers_score ==\n", " 0), \"a perfect translation got nonzero levenshtein score!\"\n", "\n", "print(\"Everything seems alright!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# assert compute_levenshtein matches actual scoring function\n", "wrong_answers_score = compute_levenshtein(\n", " batch_words_ix, batch_trans_wrong_ix).eval()\n", "\n", "true_wrong_answers_score = np.array(\n", " list(map(get_distance, batch_words, batch_trans_wrong)))\n", "\n", "assert np.all(wrong_answers_score ==\n", " true_wrong_answers_score), \"for some word symbolic levenshtein is different from actual levenshtein distance\"\n", "\n", "print(\"Everything seems alright!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once you got it working...\n", "\n", "\n", "* You may now want to __remove/comment asserts__ from function code for a slight speed-up.\n", "\n", "* There's a more detailed tutorial on custom tensorflow ops: [`py_func`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/py_func), [`low-level`](https://www.tensorflow.org/lite/guide/ops_custom)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Self-critical policy gradient (2 points)\n", "\n", "In this section you'll implement algorithm called self-critical sequence training (here's an [article](https://arxiv.org/abs/1612.00563)).\n", "\n", "The algorithm is a vanilla policy gradient with a special baseline.\n", "\n", "$$ \\nabla J = E_{x \\sim p(s)} E_{y \\sim \\pi(y|x)} \\nabla log \\pi(y|x) \\cdot (R(x,y) - b(x)) $$\n", "\n", "Here reward R(x,y) is a __negative levenshtein distance__ (since we minimize it). The baseline __b(x)__ represents how well model fares on word __x__.\n", "\n", "In practice, this means that we compute baseline as a score of greedy translation, $b(x) = R(x,y_{greedy}(x)) $.\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/scheme.png)\n", "Luckily, we already obtained the required outputs: `model.greedy_translations, model.greedy_mask` and we only need to compute levenshtein using `compute_levenshtein` function.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class trainer:\n", "\n", " input_sequence = tf.placeholder('int32', [None, None])\n", "\n", " # use model to __sample__ symbolic translations given input_sequence\n", " sample_translations, sample_logp = \n", " # use model to __greedy__ symbolic translations given input_sequence\n", " greedy_translations, greedy_logp = \n", "\n", " rewards = - compute_levenshtein(input_sequence, sample_translations)\n", "\n", " # compute __negative__ levenshtein for greedy mode\n", " baseline = \n", "\n", " # compute advantage using rewards and baseline\n", " advantage = \n", " assert advantage.shape.ndims == 1, \"advantage must be of shape [batch_size]\"\n", "\n", " # compute log_pi(a_t|s_t), shape = [batch, seq_length]\n", " logprobs_phoneme = \n", " # ^-- hint: look at how crossentropy is implemented in supervised learning loss above\n", " # mind the sign - this one should not be multiplied by -1 :)\n", "\n", "\n", " # Compute policy gradient\n", " # or rather surrogate function who's gradient is policy gradient\n", " J = logprobs_phoneme*advantage[:, None]\n", "\n", " mask = infer_mask(sample_translations, out_voc.eos_ix)\n", " loss = - tf.reduce_sum(J*mask) / tf.reduce_sum(mask)\n", "\n", " # regularize with negative entropy. Don't forget the sign!\n", " # note: for entropy you need probabilities for all tokens (sample_logp), not just phoneme_logprobs\n", " entropy = \n", " # hint: you can get sample probabilities from sample_logp using math :)\n", "\n", "\n", " assert entropy.shape.ndims == 2, \"please make sure elementwise entropy is of shape [batch,time]\"\n", "\n", " loss -= 0.01*tf.reduce_sum(entropy*mask) / tf.reduce_sum(mask)\n", "\n", " # compute weight updates, clip by norm\n", " grads = tf.gradients(loss, model.weights)\n", " grads = tf.clip_by_global_norm(grads, 50)[0]\n", "\n", " train_step = tf.train.AdamOptimizer(\n", " learning_rate=1e-5).apply_gradients(zip(grads, model.weights,))\n", "\n", "\n", "initialize_uninitialized()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Policy gradient training\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in trange(100000):\n", " bx = sample_batch(train_words, word_to_translation, 32)[0]\n", " pseudo_loss, _ = s.run([trainer.loss, trainer.train_step], {\n", " trainer.input_sequence: bx})\n", "\n", " loss_history.append(\n", " pseudo_loss\n", " )\n", "\n", " if (i+1) % REPORT_FREQ == 0:\n", " clear_output(True)\n", " current_scores = score(test_words)\n", " editdist_history.append(current_scores.mean())\n", " plt.figure(figsize=(8, 4))\n", " plt.subplot(121)\n", " plt.title('val score distribution')\n", " plt.hist(current_scores, bins=20)\n", " plt.subplot(122)\n", " plt.title('val score / traning time')\n", " plt.plot(editdist_history)\n", " plt.grid()\n", " plt.show()\n", " print(\"J=%.3f, mean score=%.3f\" %\n", " (np.mean(loss_history[-10:]), np.mean(editdist_history[-10:])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for word in train_words[:10]:\n", " print(\"%s -> %s\" % (word, translate([word])[0]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_scores = []\n", "for start_i in trange(0, len(test_words), 32):\n", " batch_words = test_words[start_i:start_i+32]\n", " batch_trans = translate(batch_words)\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", " test_scores.extend(distances)\n", "print(\"Supervised test score:\", np.mean(test_scores))\n", "\n", "# ^^ If you get Out Of Memory, please replace this with batched computation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 6: Make it actually work (5++ pts)\n", "\n", "\n", "In this section, we want you to finally __restart with EASY_MODE=False__ and experiment to find a good model/curriculum for that task.\n", "\n", "We recommend you to start with the following architecture\n", "\n", "```\n", "encoder---decoder\n", "\n", " P(y|h)\n", " ^\n", " LSTM -> LSTM\n", " ^ ^\n", " biLSTM -> LSTM\n", " ^ ^\n", "input y_prev\n", "```\n", "\n", "__Note:__ you can fit all 4 state tensors of both LSTMs into in a single state - just assume that it contains, for example, [h0, c0, h1, c1] - pack it in encode and update in decode.\n", "\n", "\n", "Here are some cool ideas on what you can do then.\n", "\n", "__General tips & tricks:__\n", "* In some tensorflow versions and for some layers, it is required that each rnn/gru/lstm cell gets its own `tf.variable_scope(unique_name, reuse=False)`.\n", " * Otherwise, it will complain about wrong tensor sizes because it tries to reuse weights from one rnn to the other.\n", "* You will likely need to adjust pre-training time for such a network.\n", "* Supervised pre-training may benefit from clipping gradients somehow.\n", "* SCST may indulge a higher learning rate in some cases and changing entropy regularizer over time.\n", "* It's often useful to save pre-trained model parameters to not re-train it every time you want new policy gradient parameters.\n", "* When leaving training for nighttime, try setting REPORT_FREQ to a larger value (e.g. 500) not to waste time on it.\n", "\n", "__Formal criteria:__\n", "To get 5 points, we want you to build an architecture that:\n", "* _doesn't consist of single GRU_\n", "* _works better_ than single GRU baseline.\n", "* We also want you to provide either learning curve or trained model, preferably both\n", "* ... and write a brief report or experiment log describing what you did and how it fared.\n", "\n", "### Attention\n", "There's more than one way to connect decoder to encoder\n", " * __Vanilla:__ layer_i of encoder last state goes to layer_i of decoder initial state\n", " * __Every tick:__ feed encoder last state _on every iteration_ of decoder.\n", " * __Attention:__ allow decoder to \"peek\" at one (or several) positions of encoded sequence on every tick.\n", "\n", "The most effective (and cool) of those is, of course, attention.\n", "You can read more about attention [in this nice blog post](https://distill.pub/2016/augmented-rnns/). The easiest way to begin is to use \"soft\" attention with \"additive\" or \"dot-product\" intermediate layers.\n", "\n", "__Tips__\n", "* Model usually generalizes better if you no longer allow decoder to see final encoder state\n", "* Once your model made it through several epochs, it is a good idea to visualize attention maps to understand what your model has actually learned\n", "\n", "* There's more stuff [here](bonus.ipynb)\n", "* If you opted for hard attention, we recommend [gumbel-softmax](https://blog.evjang.com/2016/11/tutorial-categorical-variational.html) instead of sampling. Also, please make sure soft attention works fine before you switch to hard.\n", "\n", "### UREX\n", "* This is a way to improve exploration in policy-based settings. The main idea is that you find and upweight under-appreciated actions.\n", "* Here's [video](https://www.youtube.com/watch?v=fZNyHoXgV7M&feature=youtu.be&t=3444)\n", " and an [article](https://arxiv.org/abs/1611.09321).\n", "* You may want to reduce batch size 'cuz UREX requires you to sample multiple times per source sentence.\n", "* Once you got it working, try using experience replay with importance sampling instead of (in addition to) basic UREX.\n", "\n", "### Some additional ideas:\n", "* (advanced deep learning) It may be a good idea to first train on small phrases and then adapt to larger ones (a.k.a. training curriculum).\n", "* (advanced nlp) You may want to switch from raw utf8 to something like unicode or even syllables to make the task easier.\n", "* (advanced nlp) Since Hebrew words are written __with vowels omitted__, you may want to use a small Hebrew vowel markup dataset at `he-pron-wiktionary.txt`.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bonus hints: [here](bonus.ipynb)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert not EASY_MODE, \"make sure you set EASY_MODE = False at the top of the notebook.\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`[your report/log here or anywhere you please]`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Contributions:__ This notebook is brought to you by\n", "* Yandex [MT team](https://tech.yandex.com/translate/)\n", "* Denis Mazur ([DeniskaMazur](https://github.com/DeniskaMazur)), Oleg Vasilev ([Omrigan](https://github.com/Omrigan/)), Dmitry Emelyanenko ([TixFeniks](https://github.com/tixfeniks)) and Fedor Ratnikov ([justheuristic](https://github.com/justheuristic/))\n", "* Dataset is parsed from [Wiktionary](https://en.wiktionary.org), which is under CC-BY-SA and GFDL licenses.\n" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week07_seq2seq/practice_torch.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Reinforcement Learning for seq2seq\n", "\n", "This time we'll solve a problem of transсribing Hebrew words in English, also known as g2p (grapheme2phoneme)\n", "\n", " * word (sequence of letters in source language) -> translation (sequence of letters in target language)\n", "\n", "Unlike what most deep learning practitioners do, we won't only train it to maximize likelihood of correct translation, but also employ reinforcement learning to actually teach it to translate with as few errors as possible.\n", "\n", "\n", "### About the task\n", "\n", "One notable property of Hebrew is that it's a consonant language. That is, there are no vowels in the written language. One could represent vowels with diacritics above consonants, but you don't expect people to do that in everyday life.\n", "\n", "Therefore, some Hebrew characters will correspond to several English letters and others - to none, so we should use encoder-decoder architecture to figure that out.\n", "\n", "![img](https://esciencegroup.files.wordpress.com/2016/03/seq2seq.jpg)\n", "_(img: esciencegroup.files.wordpress.com)_\n", "\n", "Encoder-decoder architectures are about converting anything to anything, including\n", " * Machine translation and spoken dialogue systems\n", " * [Image captioning](https://cocodataset.org/#captions-2015) and [image2latex](https://htmlpreview.github.io/?https://github.com/openai/requests-for-research/blob/master/_requests_for_research/im2latex.html) (convolutional encoder, recurrent decoder)\n", " * Generating [images by captions](https://arxiv.org/abs/1511.02793) (recurrent encoder, convolutional decoder)\n", " * Grapheme2phoneme - convert words to transcripts\n", "\n", "We chose simplified __Hebrew->English__ machine translation for words and short phrases (character-level), as it is relatively quick to train even without a gpu cluster." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys\n", "if 'google.colab' in sys.modules:\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/basic_model_torch.py -O basic_model_torch.py\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/main_dataset.txt -O main_dataset.txt\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week07_seq2seq/voc.py -O voc.py\n", " !pip3 install torch==1.0.0 nltk editdistance" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# If True, only translates phrases shorter than 20 characters (way easier).\n", "EASY_MODE = True\n", "# Useful for initial coding.\n", "# If false, works with all phrases (please switch to this mode for homework assignment)\n", "\n", "# way we translate. Either \"he-to-en\" or \"en-to-he\"\n", "MODE = \"he-to-en\"\n", "# maximal length of _generated_ output, does not affect training\n", "MAX_OUTPUT_LENGTH = 50 if not EASY_MODE else 20\n", "REPORT_FREQ = 100 # how often to evaluate validation score" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 1: preprocessing\n", "\n", "We shall store dataset as a dictionary\n", "`{ word1:[translation1,translation2,...], word2:[...],...}`.\n", "\n", "This is mostly due to the fact that many words have several correct translations.\n", "\n", "We have implemented this thing for you so that you can focus on more interesting parts." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from collections import defaultdict\n", "word_to_translation = defaultdict(list) # our dictionary\n", "\n", "bos = '_'\n", "eos = ';'\n", "\n", "with open(\"main_dataset.txt\", encoding=\"utf-8\") as fin:\n", " for line in fin:\n", "\n", " en, he = line[:-1].lower().replace(bos, ' ').replace(eos,\n", " ' ').split('\\t')\n", " word, trans = (he, en) if MODE == 'he-to-en' else (en, he)\n", "\n", " if len(word) < 3:\n", " continue\n", " if EASY_MODE:\n", " if max(len(word), len(trans)) > 20:\n", " continue\n", "\n", " word_to_translation[word].append(trans)\n", "\n", "print(\"size = \", len(word_to_translation))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# get all unique lines in source language\n", "all_words = np.array(list(word_to_translation.keys()))\n", "# get all unique lines in translation language\n", "all_translations = np.array(list(set(\n", " [ts for all_ts in word_to_translation.values() for ts in all_ts])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### split the dataset\n", "\n", "We hold out 10% of all words to be used for validation.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.model_selection import train_test_split\n", "train_words, test_words = train_test_split(\n", " all_words, test_size=0.1, random_state=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Building vocabularies\n", "\n", "We now need to build vocabularies that map strings to token ids and vice versa. We're gonna need these fellas when we feed training data into the model or convert output matrices into English words." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from voc import Vocab\n", "inp_voc = Vocab.from_lines(''.join(all_words), bos=bos, eos=eos, sep='')\n", "out_voc = Vocab.from_lines(''.join(all_translations), bos=bos, eos=eos, sep='')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Here's how you cast lines into ids and backwards.\n", "batch_lines = all_words[:5]\n", "batch_ids = inp_voc.to_matrix(batch_lines)\n", "batch_lines_restored = inp_voc.to_lines(batch_ids)\n", "\n", "print(\"lines\")\n", "print(batch_lines)\n", "print(\"\\nwords to ids (0 = bos, 1 = eos):\")\n", "print(batch_ids)\n", "print(\"\\nback to words\")\n", "print(batch_lines_restored)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Draw word/translation length distributions to estimate the scope of the task." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "plt.figure(figsize=[8, 4])\n", "plt.subplot(1, 2, 1)\n", "plt.title(\"words\")\n", "plt.hist(list(map(len, all_words)), bins=20)\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.title('translations')\n", "plt.hist(list(map(len, all_translations)), bins=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 3: deploy encoder-decoder (1 point)\n", "\n", "__assignment starts here__\n", "\n", "Our architecture consists of two main blocks:\n", "* Encoder reads words character by character and outputs code vector (usually a function of last RNN state)\n", "* Decoder takes that code vector and produces translations character by character\n", "\n", "Then it gets fed into a model that follows this simple interface:\n", "* __`model(inp, out, **flags) -> logp`__ - takes symbolic int32 matrices of Hebrew words and their English translations. Computes the log-probabilities of all possible English characters given English prefixes and Hebrew word.\n", "* __`model.translate(inp, **flags) -> out, logp`__ - takes symbolic int32 matrix of Hebrew words, produces output tokens sampled from the model and output log-probabilities for all possible tokens at each tick.\n", " * if given flag __`greedy=True`__, takes most likely next token at each iteration. Otherwise, samples with next token probabilities predicted by model.\n", "\n", "That's all! It's as hard as it gets. With those two methods alone, you can implement all kinds of prediction and training." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from basic_model_torch import BasicTranslationModel\n", "model = BasicTranslationModel(inp_voc, out_voc,\n", " emb_size=64, hid_size=256)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Play around with symbolic_translate and symbolic_score\n", "inp = torch.tensor(np.random.randint(0, 10, [3, 5]), dtype=torch.int64)\n", "out = torch.tensor(np.random.randint(0, 10, [3, 5]), dtype=torch.int64)\n", "\n", "# translate inp (with untrained model)\n", "sampled_out, logp = model.translate(inp, greedy=False)\n", "\n", "print(\"Sample translations:\\n\", sampled_out)\n", "print(\"Log-probabilities at each step:\\n\", logp)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# score logp(out | inp) with untrained input\n", "logp = model(inp, out)\n", "print(\"Symbolic_score output:\\n\", logp)\n", "\n", "print(\"Log-probabilities of output tokens:\\n\",\n", " torch.gather(logp, dim=2, index=out[:, :, None]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def translate(lines, max_len=MAX_OUTPUT_LENGTH):\n", " \"\"\"\n", " You are given a list of input lines.\n", " Make your neural network translate them.\n", " :return: a list of output lines\n", " \"\"\"\n", " # Convert lines to a matrix of indices\n", " lines_ix = inp_voc.to_matrix(lines)\n", " lines_ix = torch.tensor(lines_ix, dtype=torch.int64)\n", "\n", " # Compute translations in form of indices\n", " trans_ix = \n", "\n", " # Convert translations back into strings\n", " return out_voc.to_lines(trans_ix.data.numpy())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Sample inputs:\", all_words[:3])\n", "print(\"Dummy translations:\", translate(all_words[:3]))\n", "trans = translate(all_words[:3])\n", "\n", "assert translate(all_words[:3]) == translate(\n", " all_words[:3]), \"make sure translation is deterministic (use greedy=True and disable any noise layers)\"\n", "assert type(translate(all_words[:3])) is list and (type(translate(all_words[:1])[0]) is str or type(\n", " translate(all_words[:1])[0]) is unicode), \"translate(lines) must return a sequence of strings!\"\n", "# note: if translation freezes, make sure you used max_len parameter\n", "print(\"Tests passed!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scoring function\n", "\n", "LogLikelihood is a poor estimator of model performance.\n", "* If we predict zero probability once, it shouldn't ruin the entire model.\n", "* It is enough to learn just one translation if there are several correct ones.\n", "* What matters is how many mistakes model's gonna make when it translates!\n", "\n", "Therefore, we will use minimal Levenshtein distance. It measures how many characters do we need to add/remove/replace from model translation to make it perfect. Alternatively, one could use character-level BLEU/RougeL or other similar metrics.\n", "\n", "The catch here is that Levenshtein distance is not differentiable: it isn't even continuous. We can't train our neural network to maximize it by gradient descent." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import editdistance # !pip install editdistance\n", "\n", "\n", "def get_distance(word, trans):\n", " \"\"\"\n", " A function that takes word and predicted translation\n", " and evaluates (Levenshtein's) edit distance to closest correct translation\n", " \"\"\"\n", " references = word_to_translation[word]\n", " assert len(references) != 0, \"wrong/unknown word\"\n", " return min(editdistance.eval(trans, ref) for ref in references)\n", "\n", "\n", "def score(words, bsize=100):\n", " \"\"\"a function that computes levenshtein distance for bsize random samples\"\"\"\n", " assert isinstance(words, np.ndarray)\n", "\n", " batch_words = np.random.choice(words, size=bsize, replace=False)\n", " batch_trans = translate(batch_words)\n", "\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", "\n", " return np.array(distances, dtype='float32')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# should be around 5-50 and decrease rapidly after training :)\n", "[score(test_words, 10).mean() for _ in range(5)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Supervised pre-training (2 points)\n", "\n", "Here we define a function that trains our model through maximizing log-likelihood a.k.a. minimizing crossentropy." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import random\n", "\n", "\n", "def sample_batch(words, word_to_translation, batch_size):\n", " \"\"\"\n", " sample random batch of words and random correct translation for each word\n", " example usage:\n", " batch_x,batch_y = sample_batch(train_words, word_to_translations,10)\n", " \"\"\"\n", " # choose words\n", " batch_words = np.random.choice(words, size=batch_size)\n", "\n", " # choose translations\n", " batch_trans_candidates = list(map(word_to_translation.get, batch_words))\n", " batch_trans = list(map(random.choice, batch_trans_candidates))\n", " return batch_words, batch_trans" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "bx, by = sample_batch(train_words, word_to_translation, batch_size=3)\n", "print(\"Source:\")\n", "print(bx)\n", "print(\"Target:\")\n", "print(by)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from basic_model_torch import infer_length, infer_mask, to_one_hot\n", "\n", "\n", "def compute_loss_on_batch(input_sequence, reference_answers):\n", " \"\"\" Compute crossentropy loss given a batch of sources and translations \"\"\"\n", " input_sequence = torch.tensor(inp_voc.to_matrix(input_sequence), dtype=torch.int64)\n", " reference_answers = torch.tensor(out_voc.to_matrix(reference_answers), dtype=torch.int64)\n", "\n", " # Compute log-probabilities of all possible tokens at each step. Use model interface.\n", " logprobs_seq = \n", "\n", " # compute elementwise crossentropy as negative log-probabilities of reference_answers.\n", " crossentropy = - \\\n", " torch.sum(logprobs_seq *\n", " to_one_hot(reference_answers, len(out_voc)), dim=-1)\n", " assert crossentropy.dim(\n", " ) == 2, \"please return elementwise crossentropy, don't compute mean just yet\"\n", "\n", " # average with mask\n", " mask = infer_mask(reference_answers, out_voc.eos_ix)\n", " loss = torch.sum(crossentropy * mask) / torch.sum(mask)\n", "\n", " return loss" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# test it\n", "loss = compute_loss_on_batch(*sample_batch(train_words, word_to_translation, 3))\n", "print('loss = ', loss)\n", "\n", "assert loss.item() > 0.0\n", "loss.backward()\n", "for w in model.parameters():\n", " assert w.grad is not None and torch.max(torch.abs(w.grad)).item() != 0, \\\n", " \"Loss is not differentiable w.r.t. a weight with shape %s. Check comput_loss_on_batch.\" % (\n", " w.size(),)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Actually train the model\n", "\n", "Minibatches and stuff..." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from tqdm import tqdm, trange # or use tqdm_notebook,tnrange\n", "\n", "loss_history = []\n", "editdist_history = []\n", "entropy_history = []\n", "opt = torch.optim.Adam(model.parameters())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "\n", "for i in trange(25000):\n", " loss = compute_loss_on_batch(*sample_batch(train_words, word_to_translation, 32))\n", "\n", " # train with backprop\n", " loss.backward()\n", " opt.step()\n", " opt.zero_grad()\n", "\n", " loss_history.append(loss.item())\n", "\n", " if (i+1) % REPORT_FREQ == 0:\n", " clear_output(True)\n", " current_scores = score(test_words)\n", " editdist_history.append(current_scores.mean())\n", " print(\"llh=%.3f, mean score=%.3f\" %\n", " (np.mean(loss_history[-10:]), np.mean(editdist_history[-10:])))\n", " plt.figure(figsize=(12, 4))\n", " plt.subplot(131)\n", " plt.title('train loss / traning time')\n", " plt.plot(loss_history)\n", " plt.grid()\n", " plt.subplot(132)\n", " plt.title('val score distribution')\n", " plt.hist(current_scores, bins=20)\n", " plt.subplot(133)\n", " plt.title('val score / traning time (lower is better)')\n", " plt.plot(editdist_history)\n", " plt.grid()\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__How to interpret the plots:__\n", "\n", "* __Train loss__ - that's your model's crossentropy over minibatches. It should go down steadily. Most importantly, it shouldn't be NaN :)\n", "* __Val score distribution__ - distribution of translation edit distance (score) within batch. It should move to the left over time.\n", "* __Val score / training time__ - it's your current mean edit distance. This plot is much whimsier than loss, but make sure it goes below 8 by 2500 steps.\n", "\n", "If it doesn't, first try to re-create both model and opt. You may have changed its weight too much while debugging. If that doesn't help, it's debugging time." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for word in train_words[:10]:\n", " print(\"%s -> %s\" % (word, translate([word])[0]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_scores = []\n", "for start_i in trange(0, len(test_words), 32):\n", " batch_words = test_words[start_i:start_i+32]\n", " batch_trans = translate(batch_words)\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", " test_scores.extend(distances)\n", "\n", "print(\"Supervised test score:\", np.mean(test_scores))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Self-critical policy gradient (2 points)\n", "\n", "In this section you'll implement algorithm called self-critical sequence training (here's an [article](https://arxiv.org/abs/1612.00563)).\n", "\n", "The algorithm is a vanilla policy gradient with a special baseline.\n", "\n", "$$ \\nabla J = E_{x \\sim p(s)} E_{y \\sim \\pi(y|x)} \\nabla log \\pi(y|x) \\cdot (R(x,y) - b(x)) $$\n", "\n", "Here reward R(x,y) is a __negative levenshtein distance__ (since we minimize it). The baseline __b(x)__ represents how well model fares on word __x__.\n", "\n", "In practice, this means that we compute baseline as a score of greedy translation, $b(x) = R(x,y_{greedy}(x)) $.\n", "\n", "![img](https://github.com/yandexdataschool/Practical_RL/raw/master/yet_another_week/_resource/scheme.png)\n", "\n", "\n", "Luckily, we already obtained the required outputs: `model.greedy_translations, model.greedy_mask` and we only need to compute levenshtein using `compute_levenshtein` function.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_reward(input_sequence, translations):\n", " \"\"\" computes sample-wise reward given token ids for inputs and translations \"\"\"\n", " distances = list(map(get_distance,\n", " inp_voc.to_lines(input_sequence.data.numpy()),\n", " out_voc.to_lines(translations.data.numpy())))\n", " # use negative levenshtein distance so that larger reward means better policy\n", " return - torch.tensor(distances, dtype=torch.int64)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def scst_objective_on_batch(input_sequence, max_len=MAX_OUTPUT_LENGTH):\n", " \"\"\" Compute pseudo-loss for policy gradient given a batch of sources \"\"\"\n", " input_sequence = torch.tensor(inp_voc.to_matrix(input_sequence), dtype=torch.int64)\n", "\n", " # use model to __sample__ symbolic translations given input_sequence\n", " sample_translations, sample_logp = \n", " # use model to __greedy__ symbolic translations given input_sequence\n", " greedy_translations, greedy_logp = \n", "\n", " # compute rewards and advantage\n", " rewards = compute_reward(input_sequence, sample_translations)\n", " baseline = \n", "\n", " # compute advantage using rewards and baseline\n", " advantage = \n", "\n", " # compute log_pi(a_t|s_t), shape = [batch, seq_length]\n", " logp_sample = \n", "\n", " # ^-- hint: look at how crossentropy is implemented in supervised learning loss above\n", " # mind the sign - this one should not be multiplied by -1 :)\n", "\n", " # policy gradient pseudo-loss. Gradient of J is exactly policy gradient.\n", " J = logp_sample * advantage[:, None]\n", "\n", " assert J.dim() == 2, \"please return elementwise objective, don't compute mean just yet\"\n", "\n", " # average with mask\n", " mask = infer_mask(sample_translations, out_voc.eos_ix)\n", " loss = - torch.sum(J * mask) / torch.sum(mask)\n", "\n", " # regularize with negative entropy. Don't forget the sign!\n", " # note: for entropy you need probabilities for all tokens (sample_logp), not just logp_sample\n", " entropy = \n", " # hint: you can get sample probabilities from sample_logp using math :)\n", "\n", " assert entropy.dim(\n", " ) == 2, \"please make sure elementwise entropy is of shape [batch,time]\"\n", "\n", " reg = - 0.01 * torch.sum(entropy * mask) / torch.sum(mask)\n", "\n", " return loss + reg, torch.sum(entropy * mask) / torch.sum(mask)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Policy gradient training\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "entropy_history = [np.nan] * len(loss_history)\n", "opt = torch.optim.Adam(model.parameters(), lr=1e-5)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in trange(100000):\n", " loss, ent = scst_objective_on_batch(\n", " sample_batch(train_words, word_to_translation, 32)[0]) # [0] = only source sentence\n", "\n", " # train with backprop\n", " loss.backward()\n", " opt.step()\n", " opt.zero_grad()\n", "\n", " loss_history.append(loss.item())\n", " entropy_history.append(ent.item())\n", "\n", " if (i+1) % REPORT_FREQ == 0:\n", " clear_output(True)\n", " current_scores = score(test_words)\n", " editdist_history.append(current_scores.mean())\n", " plt.figure(figsize=(12, 4))\n", " plt.subplot(131)\n", " plt.title('val score distribution')\n", " plt.hist(current_scores, bins=20)\n", " plt.subplot(132)\n", " plt.title('val score / traning time')\n", " plt.plot(editdist_history)\n", " plt.grid()\n", " plt.subplot(133)\n", " plt.title('policy entropy / traning time')\n", " plt.plot(entropy_history)\n", " plt.grid()\n", " plt.show()\n", " print(\"J=%.3f, mean score=%.3f\" %\n", " (np.mean(loss_history[-10:]), np.mean(editdist_history[-10:])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Debugging tips:__\n", "\n", "\n", " * As usual, don't expect improvements right away, but in general the model should be able to show some positive changes by 5k steps.\n", " * Entropy is a good indicator of many problems.\n", " * If it reaches zero, you may need greater entropy regularizer.\n", " * If it has rapid changes time to time, you may need gradient clipping.\n", " * If it oscillates up and down in an erratic manner... it's perfectly okay for entropy to do so. But it should decrease at the end.\n", "\n", " * We don't show loss_history cuz it's uninformative for pseudo-losses in policy gradient. However, if something goes wrong you can check it to see if everything isn't a constant zero." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for word in train_words[:10]:\n", " print(\"%s -> %s\" % (word, translate([word])[0]))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "test_scores = []\n", "for start_i in trange(0, len(test_words), 32):\n", " batch_words = test_words[start_i:start_i+32]\n", " batch_trans = translate(batch_words)\n", " distances = list(map(get_distance, batch_words, batch_trans))\n", " test_scores.extend(distances)\n", "print(\"Supervised test score:\", np.mean(test_scores))\n", "\n", "# ^^ If you get Out Of MemoryError, please replace this with batched computation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 6: Make it actually work (5++ pts)\n", "\n", "In this section, we want you to finally __restart with EASY_MODE=False__ and experiment to find a good model/curriculum for that task.\n", "\n", "We recommend you to start with the following architecture\n", "\n", "```\n", "encoder---decoder\n", "\n", " P(y|h)\n", " ^\n", " LSTM -> LSTM\n", " ^ ^\n", " biLSTM -> LSTM\n", " ^ ^\n", "input y_prev\n", "```\n", "\n", "__Note:__ you can fit all 4 state tensors of both LSTMs into in a single state - just assume that it contains, for example, [h0, c0, h1, c1] - pack it in encode and update in decode.\n", "\n", "\n", "Here are some cool ideas on what you can do then.\n", "\n", "__General tips & tricks:__\n", "* You will likely need to adjust pre-training time for such a network.\n", "* Supervised pre-training may benefit from clipping gradients somehow.\n", "* SCST may indulge a higher learning rate in some cases and changing entropy regularizer over time.\n", "* It's often useful to save pre-trained model parameters to not re-train it every time you want new policy gradient parameters.\n", "* When leaving training for nighttime, try setting REPORT_FREQ to a larger value (e.g. 500) not to waste time on it.\n", "\n", "__Formal criteria:__\n", "To get 5 points, we want you to build an architecture that:\n", "* _doesn't consist of single GRU_\n", "* _works better_ than single GRU baseline.\n", "* We also want you to provide either learning curve or trained model, preferably both\n", "* ... and write a brief report or experiment log describing what you did and how it fared.\n", "\n", "### Attention\n", "There's more than one way to connect decoder to encoder\n", " * __Vanilla:__ layer_i of encoder last state goes to layer_i of decoder initial state\n", " * __Every tick:__ feed encoder last state _on every iteration_ of decoder.\n", " * __Attention:__ allow decoder to \"peek\" at one (or several) positions of encoded sequence on every tick.\n", "\n", "The most effective (and cool) of those is, of course, attention.\n", "You can read more about attention [in this nice blog post](https://distill.pub/2016/augmented-rnns/). The easiest way to begin is to use \"soft\" attention with \"additive\" or \"dot-product\" intermediate layers.\n", "\n", "__Tips__\n", "* Model usually generalizes better if you no longer allow decoder to see final encoder state\n", "* Once your model made it through several epochs, it is a good idea to visualize attention maps to understand what your model has actually learned\n", "\n", "* There's more stuff [here](bonus_pytorch.ipynb)\n", "* If you opted for hard attention, we recommend [gumbel-softmax](https://blog.evjang.com/2016/11/tutorial-categorical-variational.html) instead of sampling. Also, please make sure soft attention works fine before you switch to hard.\n", "\n", "### UREX\n", "* This is a way to improve exploration in policy-based settings. The main idea is that you find and upweight under-appreciated actions.\n", "* Here's [video](https://www.youtube.com/watch?v=fZNyHoXgV7M&feature=youtu.be&t=3444)\n", " and an [article](https://arxiv.org/abs/1611.09321).\n", "* You may want to reduce batch size 'cuz UREX requires you to sample multiple times per source sentence.\n", "* Once you got it working, try using experience replay with importance sampling instead of (in addition to) basic UREX.\n", "\n", "### Some additional ideas:\n", "* (advanced deep learning) It may be a good idea to first train on small phrases and then adapt to larger ones (a.k.a. training curriculum).\n", "* (advanced nlp) You may want to switch from raw utf8 to something like unicode or even syllables to make the task easier.\n", "* (advanced nlp) Since Hebrew words are written __with vowels omitted__, you may want to use a small Hebrew vowel markup dataset at `he-pron-wiktionary.txt`.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert not EASY_MODE, \"make sure you set EASY_MODE = False at the top of the notebook.\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`[your report/log here or anywhere you please]`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Contributions:__ This notebook is brought to you by\n", "* Yandex [MT team](https://tech.yandex.com/translate/)\n", "* Denis Mazur ([DeniskaMazur](https://github.com/DeniskaMazur)), Oleg Vasilev ([Omrigan](https://github.com/Omrigan/)), Dmitry Emelyanenko ([TixFeniks](https://github.com/tixfeniks)) and Fedor Ratnikov ([justheuristic](https://github.com/justheuristic/))\n", "* Dataset is parsed from [Wiktionary](https://en.wiktionary.org), which is under CC-BY-SA and GFDL licenses.\n" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week07_seq2seq/voc.py ================================================ import numpy as np class Vocab: def __init__(self, tokens, bos="__BOS__", eos="__EOS__", sep=''): """ A special class that handles tokenizing and detokenizing """ assert bos in tokens, eos in tokens self.tokens = tokens self.token_to_ix = {t: i for i, t in enumerate(tokens)} self.bos = bos self.bos_ix = self.token_to_ix[bos] self.eos = eos self.eos_ix = self.token_to_ix[eos] self.sep = sep def __len__(self): return len(self.tokens) @staticmethod def from_lines(lines, bos="__BOS__", eos="__EOS__", sep=''): flat_lines = sep.join(list(lines)) flat_lines = list(flat_lines.split(sep)) if sep else list(flat_lines) tokens = sorted(set(sep.join(flat_lines))) tokens = [t for t in tokens if t not in (bos, eos) and len(t) != 0] tokens = [bos, eos] + tokens return Vocab(tokens, bos, eos, sep) def tokenize(self, string): """converts string to a list of tokens""" tokens = list(filter(len, string.split(self.sep))) \ if self.sep != '' else list(string) return [self.bos] + tokens + [self.eos] def to_matrix(self, lines, max_len=None): """ convert variable length token sequences into fixed size matrix example usage: >>>print( as_matrix(words[:3],source_to_ix)) [[15 22 21 28 27 13 -1 -1 -1 -1 -1] [30 21 15 15 21 14 28 27 13 -1 -1] [25 37 31 34 21 20 37 21 28 19 13]] """ max_len = max_len or max(map(len, lines)) + 2 # 2 for bos and eos matrix = np.zeros((len(lines), max_len), dtype='int32') + self.eos_ix for i, seq in enumerate(lines): tokens = self.tokenize(seq) row_ix = list(map(self.token_to_ix.get, tokens))[:max_len] matrix[i, :len(row_ix)] = row_ix return matrix def to_lines(self, matrix, crop=True): """ Convert matrix of token ids into strings :param matrix: matrix of tokens of int32, shape=[batch,time] :param crop: if True, crops BOS and EOS from line :return: """ lines = [] for line_ix in map(list, matrix): if crop: if line_ix[0] == self.bos_ix: line_ix = line_ix[1:] if self.eos_ix in line_ix: line_ix = line_ix[:line_ix.index(self.eos_ix)] line = self.sep.join(self.tokens[i] for i in line_ix) lines.append(line) return lines ================================================ FILE: week08_pomdp/README.md ================================================ # Materials [lecture slides](https://yadi.sk/i/3-4q71hhwtFxuw) _Links on all articles mentioned during the lecture could be found in "References" at the very end of the presentation slides. All other interesing links which contribute to the topic of POMDP are presented below_ ## Basics * Our [lecture](https://yadi.sk/i/AHzpTjiT3U8L8e) and [seminar](https://yadi.sk/i/Ka-I7nBp3U8LAG) (russian) * A Lecture on Basics by Pavel Shvechikov (english) [Video](https://www.youtube.com/watch?v=aV4wz7FAXmo) * A lecture on basics by Andrew NG (english, LQ) - [video](https://www.youtube.com/watch?v=yCqPMD6coO8) * A lecture on basics by 5vision (russian) - [video](https://www.youtube.com/watch?v=_dkaynuKUFE) * _[alternative]_ Chalkboard-style 2-part lecture by B. Ravindran. - [part1](https://www.youtube.com/watch?v=9G_KevA8DFY), [part2](https://www.youtube.com/watch?v=dMOUp7YzUpQ) * _[alternative]_ Yet another mini-lecture touching on POMDP by S.S. Baveja - [video](https://www.youtube.com/watch?v=SE56KgF7aVc) ## POMDP Learning * DRQN lecture by Fritz448 (russian) - [video](https://www.youtube.com/watch?v=bE5DIJvZexc) * [Data efficient learning in continous POMDP](https://arxiv.org/abs/1602.02523v1) * [Managing wind farms with bayesian POMDP](http://ascelibrary.org/doi/abs/10.1061/(ASCE)CP.1943-5487.0000390) * [Bayesian learning and decision-making in dynamic environments](http://www.jmlr.org/papers/volume12/ross11a/ross11a.pdf) --- # Practice [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week08_pomdp/practice_pytorch.ipynb) The assignment is platform and framewerk independent, so choose the framework that suits you best, but pay attention on how many you will need to implement youself in case of nonstandart ones. ================================================ FILE: week08_pomdp/atari_util.py ================================================ import cv2 import numpy as np from gymnasium import Wrapper from gymnasium.spaces import Box class PreprocessAtari(Wrapper): def __init__(self, env, height=42, width=42, color=False, crop=lambda img: img, n_frames=4, dim_order='pytorch', reward_scale=1): """A gym wrapper that reshapes, crops and scales image into the desired shapes""" super().__init__(env) self.img_size = (height, width) self.crop = crop self.color = color self.dim_order = dim_order self.reward_scale = reward_scale n_channels = (3 * n_frames) if color else n_frames obs_shape = { 'pytorch': (n_channels, height, width), 'tensorflow': (height, width, n_channels), }[dim_order] self.observation_space = Box(0.0, 1.0, obs_shape) self.framebuffer = np.zeros(obs_shape, 'float32') def reset(self, **kwargs): """Resets the game, returns initial frames""" self.framebuffer = np.zeros_like(self.framebuffer) state, info = self.env.reset(**kwargs) self.update_buffer(state) return self.framebuffer, info def step(self, action): """Plays the game for 1 step, returns frame buffer""" new_img, r, terminated, truncated, info = self.env.step(action) self.update_buffer(new_img) return self.framebuffer, r * self.reward_scale, terminated, truncated, info ### image processing ### def update_buffer(self, img): img = self.preproc_image(img) offset = 3 if self.color else 1 if self.dim_order == 'tensorflow': axis = -1 cropped_framebuffer = self.framebuffer[:, :, :-offset] else: axis = 0 cropped_framebuffer = self.framebuffer[:-offset, :, :] self.framebuffer = np.concatenate([img, cropped_framebuffer], axis=axis) def preproc_image(self, img): """what happens to the observation""" img = self.crop(img) img = cv2.resize(img / 255, self.img_size, interpolation=cv2.INTER_LINEAR) if not self.color: img = img.mean(-1, keepdims=True) if self.dim_order != 'tensorflow': img = img.transpose([2, 0, 1]) # [h, w, c] to [c, h, w] return img ================================================ FILE: week08_pomdp/env_pool.py ================================================ """ A thin wrapper for Farama gymnasium environments that maintains a set of parallel games and has a method to generate interaction sessions given agent one-step applier function. """ import numpy as np # A whole lot of space invaders class EnvPool(object): def __init__(self, agent, make_env, n_parallel_games=1): """ A special class that handles training on multiple parallel sessions and is capable of some auxilary actions like evaluating agent on one game session (See .evaluate()). :param agent: Agent which interacts with the environment. :param make_env: Factory that produces environments OR a name of the gymnasium environment. :param n_games: Number of parallel games. One game by default. :param max_size: Max pool size by default (if appending sessions). By default, pool is not constrained in size. """ # Create Atari games. self.agent = agent self.make_env = make_env self.envs = [self.make_env() for _ in range(n_parallel_games)] # Initial observations. self.prev_observations = [env.reset()[0] for env in self.envs] # Agent memory variables (if you use recurrent networks). self.prev_memory_states = agent.get_initial_state(n_parallel_games) # Whether particular session has just been terminated or truncated and needs # restarting. self.just_ended = [False] * len(self.envs) def interact(self, n_steps=100, verbose=False): """Generate interaction sessions with ataries (Farama gymnasium Atari environments) Sessions will have length n_steps. Each time one of games is finished, it is immediately getting reset and this time is recorded in is_alive_log (See returned values). :param n_steps: Length of an interaction. :returns: observation_seq, action_seq, reward_seq, is_alive_seq :rtype: a bunch of tensors [batch, tick, ...] """ def env_step(i, action): if not self.just_ended[i]: new_observation, cur_reward, terminated, truncated, info = \ self.envs[i].step(action) if terminated or truncated: # Game ends now, will finalize on next tick. self.just_ended[i] = True # note: is_alive=True in any case because environment is still # alive (last tick alive) in our notation. return new_observation, cur_reward, True, info else: # Reset environment, get new observation to be used on next # tick. new_observation = self.envs[i].reset()[0] # Reset memory for new episode. initial_memory_state = self.agent.get_initial_state( batch_size=1) for m_i in range(len(new_memory_states)): new_memory_states[m_i][i] = initial_memory_state[m_i][0] if verbose: print("env %i reloaded" % i) self.just_ended[i] = False return new_observation, 0, False, {'end': True} history_log = [] for i in range(n_steps - 1): new_memory_states, readout = self.agent.step( self.prev_memory_states, self.prev_observations) actions = self.agent.sample_actions(readout) new_observations, cur_rewards, is_alive, infos = zip( *map(env_step, range(len(self.envs)), actions)) # Append data tuple for this tick. history_log.append( (self.prev_observations, actions, cur_rewards, is_alive)) self.prev_observations = new_observations self.prev_memory_states = new_memory_states # add last observation dummy_actions = [0] * len(self.envs) dummy_rewards = [0] * len(self.envs) dummy_mask = [1] * len(self.envs) history_log.append( (self.prev_observations, dummy_actions, dummy_rewards, dummy_mask)) # cast to numpy arrays, transpose from [time, batch, ...] to [batch, # time, ...] history_log = [ np.array(tensor).swapaxes(0, 1) for tensor in zip(*history_log) ] observation_seq, action_seq, reward_seq, is_alive_seq = history_log return observation_seq, action_seq, reward_seq, is_alive_seq ================================================ FILE: week08_pomdp/practice_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys\n", "if 'google.colab' in sys.modules:\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week08_pomdp/atari_util.py\n", " !wget https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week08_pomdp/env_pool.py\n", "\n", " !pip install -q gymnasium[atari,accept-rom-license]\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !touch .setup_complete\n", "# If you are running on a server, launch xvfb to record game videos\n", "# Please make sure you have xvfb installed\n", "import os\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from IPython.core import display\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Kung-Fu, recurrent style\n", "\n", "In this notebook we'll once again train RL agent for for Atari [KungFuMaster](https://gymnasium.farama.org/environments/atari/kung_fu_master/), this time using recurrent neural networks.\n", "\n", "![img](https://upload.wikimedia.org/wikipedia/en/6/66/Kung_fu_master_mame.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARN: gym.spaces.Box autodetected dtype as . Please provide explicit dtype.\u001b[0m\n", "Observation shape: (1, 42, 42)\n", "Num actions: 14\n", "Action names: ['NOOP', 'UP', 'RIGHT', 'LEFT', 'DOWN', 'DOWNRIGHT', 'DOWNLEFT', 'RIGHTFIRE', 'LEFTFIRE', 'DOWNFIRE', 'UPRIGHTFIRE', 'UPLEFTFIRE', 'DOWNRIGHTFIRE', 'DOWNLEFTFIRE']\n" ] } ], "source": [ "import gymnasium as gym\n", "from atari_util import PreprocessAtari\n", "\n", "\n", "def make_env():\n", " env = gym.make(\"KungFuMasterDeterministic-v0\", render_mode=\"rgb_array\")\n", " env = PreprocessAtari(env, height=42, width=42,\n", " crop=lambda img: img[60:-30, 15:],\n", " color=False, n_frames=1)\n", " return env\n", "\n", "\n", "env = make_env()\n", "\n", "obs_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "\n", "print(\"Observation shape:\", obs_shape)\n", "print(\"Num actions:\", n_actions)\n", "print(\"Action names:\", env.unwrapped.get_action_meanings())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/jheuristic/anaconda3/lib/python3.6/site-packages/scipy/misc/pilutil.py:482: FutureWarning: Conversion of the second argument of issubdtype from `int` to `np.signedinteger` is deprecated. In future, it will be treated as `np.int64 == np.dtype(int).type`.\n", " if issubdtype(ts, int):\n", "/home/jheuristic/anaconda3/lib/python3.6/site-packages/scipy/misc/pilutil.py:485: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n", " elif issubdtype(type(size), float):\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s, _ = env.reset()\n", "for _ in range(100):\n", " s, _, _, _, _ = env.step(env.action_space.sample())\n", "\n", "plt.title('Game image')\n", "plt.imshow(env.render())\n", "plt.show()\n", "\n", "plt.title('Agent observation')\n", "plt.imshow(s.reshape([42, 42]))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### POMDP setting\n", "\n", "The Atari game we're working with is actually a POMDP: your agent needs to know timing at which enemies spawn and move, but cannot do so unless it has some memory. \n", "\n", "Let's design another agent that has a recurrent neural net memory to solve this. Here's a sketch.\n", "\n", "![img](img1.jpg)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class SimpleRecurrentAgent(nn.Module):\n", " def __init__(self, obs_shape, n_actions, reuse=False):\n", " \"\"\"A simple actor-critic agent\"\"\"\n", " super(self.__class__, self).__init__()\n", "\n", " self.conv0 = nn.Conv2d(1, 32, kernel_size=(3, 3), stride=(2, 2))\n", " self.conv1 = nn.Conv2d(32, 32, kernel_size=(3, 3), stride=(2, 2))\n", " self.conv2 = nn.Conv2d(32, 32, kernel_size=(3, 3), stride=(2, 2))\n", " self.flatten = nn.Flatten()\n", "\n", " self.hid = nn.Linear(512, 128)\n", " self.rnn = nn.LSTMCell(128, 128)\n", "\n", " self.logits = nn.Linear(128, n_actions)\n", " self.state_value = nn.Linear(128, 1)\n", "\n", " def forward(self, prev_state, obs_t):\n", " \"\"\"\n", " Takes agent's previous hidden state and a new observation,\n", " returns a new hidden state and whatever the agent needs to learn\n", " \"\"\"\n", "\n", " # Apply the whole neural net for one step here.\n", " # See docs on self.rnn(...).\n", " # The recurrent cell should take the last feedforward dense layer as input.\n", " \n", "\n", " new_state = \n", " logits = \n", " state_value = \n", "\n", " return new_state, (logits, state_value)\n", "\n", " def get_initial_state(self, batch_size):\n", " \"\"\"Return a list of agent memory states at game start. Each state is a np array of shape [batch_size, ...]\"\"\"\n", " return torch.zeros((batch_size, 128)), torch.zeros((batch_size, 128))\n", "\n", " def sample_actions(self, agent_outputs):\n", " \"\"\"pick actions given numeric agent outputs (np arrays)\"\"\"\n", " logits, state_values = agent_outputs\n", " probs = F.softmax(logits, dim=-1)\n", " return torch.multinomial(probs, 1)[:, 0].data.numpy()\n", "\n", " def step(self, prev_state, obs_t):\n", " \"\"\" like forward, but obs_t is a numpy array \"\"\"\n", " obs_t = torch.tensor(np.asarray(obs_t), dtype=torch.float32)\n", " (h, c), (l, s) = self.forward(prev_state, obs_t)\n", " return (h.detach(), c.detach()), (l.detach(), s.detach())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "n_parallel_games = 5\n", "gamma = 0.99\n", "\n", "agent = SimpleRecurrentAgent(obs_shape, n_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state = [env.reset()[0]]\n", "_, (logits, value) = agent.step(agent.get_initial_state(1), state)\n", "print(\"action logits:\\n\", logits)\n", "print(\"state values:\\n\", value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's play!\n", "Let's build a function that measures agent's average reward." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def evaluate(agent, env, n_games=1):\n", " \"\"\"Plays an entire game start to end, returns session rewards.\"\"\"\n", "\n", " game_rewards = []\n", " for _ in range(n_games):\n", " # initial observation and memory\n", " observation, _ = env.reset()\n", " prev_memories = agent.get_initial_state(1)\n", "\n", " total_reward = 0\n", " while True:\n", " new_memories, readouts = agent.step(\n", " prev_memories, observation[None, ...])\n", " action = agent.sample_actions(readouts)\n", "\n", " observation, reward, terminated, truncated, info = env.step(action[0])\n", "\n", " total_reward += reward\n", " prev_memories = new_memories\n", " if terminated or truncated:\n", " break\n", "\n", " game_rewards.append(total_reward)\n", " return game_rewards" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from gymnasium.wrappers import RecordVideo\n", "\n", "with make_env() as record_env, RecordVideo(record_env, video_folder=\"videos\") as env_monitor:\n", " rewards = evaluate(agent, env_monitor, n_games=3)\n", "\n", "print(rewards)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Training on parallel games\n", "\n", "We introduce a class called EnvPool - it's a tool that handles multiple environments for you. Here's how it works:\n", "![img](img2.jpg)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from env_pool import EnvPool\n", "pool = EnvPool(agent, make_env, n_parallel_games)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We gonna train our agent on a thing called __rollouts:__\n", "![img](img3.jpg)\n", "\n", "A rollout is just a sequence of T observations, actions and rewards that agent took consequently.\n", "* First __s0__ is not necessarily initial state for the environment\n", "* Final state is not necessarily terminal\n", "* We sample several parallel rollouts for efficiency" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# for each of n_parallel_games, take 10 steps\n", "rollout_obs, rollout_actions, rollout_rewards, rollout_mask = pool.interact(10)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Actions shape:\", rollout_actions.shape)\n", "print(\"Rewards shape:\", rollout_rewards.shape)\n", "print(\"Mask shape:\", rollout_mask.shape)\n", "print(\"Observations shape: \", rollout_obs.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Actor-critic objective\n", "\n", "Here we define a loss function that uses rollout above to train advantage actor-critic agent.\n", "\n", "\n", "Our loss consists of three components:\n", "\n", "* __The policy \"loss\"__\n", " $$ \\hat J = {1 \\over T} \\cdot \\sum_t { \\log \\pi(a_t | s_t) } \\cdot A_{const}(s,a) $$\n", " * This function has no meaning in and of itself, but it was built such that\n", " * $ \\nabla \\hat J = {1 \\over N} \\cdot \\sum_t { \\nabla \\log \\pi(a_t | s_t) } \\cdot A(s,a) \\approx \\nabla E_{s, a \\sim \\pi} R(s,a) $\n", " * Therefore if we __maximize__ J_hat with gradient descent we will maximize expected reward\n", " \n", " \n", "* __The value \"loss\"__\n", " $$ L_{td} = {1 \\over T} \\cdot \\sum_t { [r + \\gamma \\cdot V_{const}(s_{t+1}) - V(s_t)] ^ 2 }$$\n", " * Ye Olde TD_loss from q-learning and alike\n", " * If we minimize this loss, V(s) will converge to $V_\\pi(s) = E_{a \\sim \\pi(a | s)} R(s,a) $\n", "\n", "\n", "* __Entropy Regularizer__\n", " $$ H = - {1 \\over T} \\sum_t \\sum_a {\\pi(a|s_t) \\cdot \\log \\pi (a|s_t)}$$\n", " * If we __maximize__ entropy we discourage agent from predicting zero probability to actions\n", " prematurely (a.k.a. exploration)\n", " \n", " \n", "So we optimize a linear combination of $L_{td}$ $- \\hat J$, $-H$\n", " \n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "```\n", "\n", "\n", "__One more thing:__ since we train on T-step rollouts, we can use N-step formula for advantage for free:\n", " * At the last step, $A(s_t,a_t) = r(s_t, a_t) + \\gamma \\cdot V(s_{t+1}) - V(s) $\n", " * One step earlier, $A(s_t,a_t) = r(s_t, a_t) + \\gamma \\cdot r(s_{t+1}, a_{t+1}) + \\gamma ^ 2 \\cdot V(s_{t+2}) - V(s) $\n", " * Et cetera, et cetera. This way agent starts training much faster since it's estimate of A(s,a) depends less on his (imperfect) value function and more on actual rewards. There's also a [nice generalization](https://arxiv.org/abs/1506.02438) of this.\n", "\n", "\n", "__Note:__ it's also a good idea to scale rollout_len up to learn longer sequences. You may wish set it to >=20 or to start at 10 and then scale up as time passes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "opt = torch.optim.Adam(agent.parameters(), lr=1e-5)\n", "\n", "\n", "def train_on_rollout(states, actions, rewards, is_not_done, prev_memory_states, gamma=0.99):\n", " \"\"\"\n", " Takes a sequence of states, actions and rewards produced by generate_session.\n", " Updates agent's weights by following the policy gradient above.\n", " Please use Adam optimizer with default parameters.\n", " \"\"\"\n", "\n", " # shape: [batch_size, time, c, h, w]\n", " states = torch.tensor(np.asarray(states), dtype=torch.float32)\n", " actions = torch.tensor(np.array(actions), dtype=torch.int64) # shape: [batch_size, time]\n", " rewards = torch.tensor(np.array(rewards), dtype=torch.float32) # shape: [batch_size, time]\n", " is_not_done = torch.tensor(np.array(is_not_done), dtype=torch.float32) # shape: [batch_size, time]\n", " rollout_length = rewards.shape[1] - 1\n", "\n", " # predict logits, probas and log-probas using an agent.\n", " memory = [m.detach() for m in prev_memory_states]\n", "\n", " logits = [] # append logit sequence here\n", " state_values = [] # append state values here\n", " for t in range(rewards.shape[1]):\n", " obs_t = states[:, t]\n", "\n", " # use agent to comute logits_t and state values_t.\n", " # append them to logits and state_values array\n", "\n", " memory, (logits_t, values_t) = \n", "\n", " logits.append(logits_t)\n", " state_values.append(values_t)\n", "\n", " logits = torch.stack(logits, dim=1)\n", " state_values = torch.stack(state_values, dim=1)\n", " probas = F.softmax(logits, dim=2)\n", " logprobas = F.log_softmax(logits, dim=2)\n", "\n", " # select log-probabilities for chosen actions, log pi(a_i|s_i)\n", " actions_one_hot = F.one_hot(actions, n_actions).view(\n", " actions.shape[0], actions.shape[1], n_actions)\n", " logprobas_for_actions = torch.sum(logprobas * actions_one_hot, dim=-1)\n", "\n", " # Now let's compute two loss components:\n", " # 1) Policy gradient objective.\n", " # Notes: Please don't forget to call .detach() on advantage term. Also please use mean, not sum.\n", " # it's okay to use loops if you want\n", " J_hat = 0 # policy objective as in the formula for J_hat\n", "\n", " # 2) Temporal difference MSE for state values\n", " # Notes: Please don't forget to call .detach() on V(s') term. Also please use mean, not sum.\n", " # it's okay to use loops if you want\n", " value_loss = 0\n", "\n", " cumulative_returns = state_values[:, -1].detach()\n", "\n", " for t in reversed(range(rollout_length)):\n", " r_t = rewards[:, t] # current rewards\n", " # current state values\n", " V_t = state_values[:, t]\n", " V_next = state_values[:, t + 1].detach() # next state values\n", " # log-probability of a_t in s_t\n", " logpi_a_s_t = logprobas_for_actions[:, t]\n", "\n", " # update G_t = r_t + gamma * G_{t+1} as we did in week6 reinforce\n", " cumulative_returns = r_t + gamma * cumulative_returns\n", "\n", " # Compute temporal difference error (MSE for V(s))\n", " value_loss += \n", "\n", " # compute advantage A(s_t, a_t) using cumulative returns and V(s_t) as baseline\n", " advantage = \n", " advantage = advantage.detach()\n", "\n", " # compute policy pseudo-loss aka -J_hat.\n", " J_hat += \n", "\n", " # regularize with entropy\n", " entropy_reg = \n", "\n", " # add-up three loss components and average over time\n", " loss = -J_hat / rollout_length +\\\n", " value_loss / rollout_length +\\\n", " -0.01 * entropy_reg\n", "\n", " # Gradient descent step\n", " \n", "\n", " return loss.data.numpy()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# let's test it\n", "memory = list(pool.prev_memory_states)\n", "rollout_obs, rollout_actions, rollout_rewards, rollout_mask = pool.interact(10)\n", "\n", "train_on_rollout(rollout_obs, rollout_actions,\n", " rollout_rewards, rollout_mask, memory)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Train \n", "\n", "just run train step and see if agent learns any better" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from tqdm import trange\n", "from pandas import DataFrame\n", "moving_average = lambda x, **kw: DataFrame(\n", " {'x': np.asarray(x)}).x.ewm(**kw).mean().values\n", "\n", "rewards_history = []" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "for i in trange(15000):\n", "\n", " memory = list(pool.prev_memory_states)\n", " rollout_obs, rollout_actions, rollout_rewards, rollout_mask = pool.interact(\n", " 10)\n", " train_on_rollout(rollout_obs, rollout_actions,\n", " rollout_rewards, rollout_mask, memory)\n", "\n", " if i % 100 == 0:\n", " rewards_history.append(np.mean(evaluate(agent, env, n_games=1)))\n", " clear_output(True)\n", " plt.plot(rewards_history, label='rewards')\n", " plt.plot(moving_average(np.array(rewards_history),\n", " span=10), label='rewards ewma@10')\n", " plt.legend()\n", " plt.show()\n", " if rewards_history[-1] >= 10000:\n", " print(\"Your agent has just passed the minimum homework threshold\")\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Relax and grab some refreshments while your agent is locked in an infinite loop of violence and death.\n", "\n", "__How to interpret plots:__\n", "\n", "The session reward is the easy thing: it should in general go up over time, but it's okay if it fluctuates ~~like crazy~~. It's also OK if it reward doesn't increase substantially before some 10k initial steps. However, if reward reaches zero and doesn't seem to get up over 2-3 evaluations, there's something wrong happening.\n", "\n", "\n", "Since we use a policy-based method, we also keep track of __policy entropy__ - the same one you used as a regularizer. The only important thing about it is that your entropy shouldn't drop too low (`< 0.1`) before your agent gets the yellow belt. Or at least it can drop there, but _it shouldn't stay there for long_.\n", "\n", "If it does, the culprit is likely:\n", "* Some bug in entropy computation. Remember that it is $ - \\sum p(a_i) \\cdot log p(a_i) $\n", "* Your agent architecture converges too fast. Increase entropy coefficient in actor loss. \n", "* Gradient explosion - just [clip gradients](https://stackoverflow.com/a/56069467) and maybe use a smaller network\n", "* Us. Or PyTorch developers. Or aliens. Or lizardfolk. Contact us on forums before it's too late!\n", "\n", "If you're debugging, just run `logits, values = agent.step(batch_states)` and manually look into logits and values. This will reveal the problem 9 times out of 10: you'll likely see some NaNs or insanely large numbers or zeros. Try to catch the moment when this happens for the first time and investigate from there." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Final\" evaluation" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from gymnasium.wrappers import RecordVideo\n", "\n", "with make_env() as record_env, RecordVideo(record_env, video_folder=\"videos\") as env_monitor:\n", " final_rewards = evaluate(agent, env_monitor, n_games=20)\n", "\n", "print(\"Final mean reward\", np.mean(final_rewards))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week08_pomdp/practice_tensorflow.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Deep Kung-Fu with advantage actor-critic\n", "\n", "In this notebook you'll build a deep reinforcement learning agent for Atari [Kung-Fu Master](https://gym.openai.com/envs/KungFuMaster-v0/) that uses a recurrent neural net.\n", "\n", "![https://upload.wikimedia.org/wikipedia/en/6/66/Kung_fu_master_mame.png](https://upload.wikimedia.org/wikipedia/en/6/66/Kung_fu_master_mame.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules:\n", " %tensorflow_version 1.x\n", " \n", " if not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week08_pomdp/atari_util.py\n", "\n", " !touch .setup_complete\n", "\n", "# If you are running on a server, launch xvfb to record game videos\n", "# Please make sure you have xvfb installed\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "from IPython.display import display" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For starters, let's take a look at the game itself:\n", "\n", "* Image resized to 42x42 and converted to grayscale to run faster\n", "* Agent sees last 4 frames of game to account for object velocity" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "from atari_util import PreprocessAtari\n", "\n", "def make_env():\n", " env = gym.make(\"KungFuMasterDeterministic-v0\")\n", " env = PreprocessAtari(\n", " env, height=42, width=42,\n", " crop=lambda img: img[60:-30, 5:],\n", " dim_order='tensorflow',\n", " color=False, n_frames=4)\n", " return env\n", "\n", "env = make_env()\n", "\n", "obs_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "\n", "print(\"Observation shape:\", obs_shape)\n", "print(\"Num actions:\", n_actions)\n", "print(\"Action names:\", env.env.env.get_action_meanings())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s = env.reset()\n", "for _ in range(100):\n", " s, _, _, _ = env.step(env.action_space.sample())\n", "\n", "plt.title('Game image')\n", "plt.imshow(env.render('rgb_array'))\n", "plt.show()\n", "\n", "plt.title('Agent observation (4-frame buffer)')\n", "plt.imshow(s.transpose([0, 2, 1]).reshape([42,-1]))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simple agent for fully-observable MDP\n", "\n", "Here's a code for an agent that only uses feedforward layers. Please read it carefully: you'll have to extend it later!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import tensorflow as tf\n", "tf.reset_default_graph()\n", "sess = tf.InteractiveSession()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from keras.layers import Conv2D, Dense, Flatten\n", "\n", "\n", "class FeedforwardAgent:\n", " def __init__(self, name, obs_shape, n_actions, reuse=False):\n", " \"\"\"A simple actor-critic agent\"\"\"\n", "\n", " with tf.variable_scope(name, reuse=reuse):\n", " # Note: number of units/filters is arbitrary, you can and should change it at your will\n", " self.conv0 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.conv1 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.conv2 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.flatten = Flatten()\n", " self.hid = Dense(128, activation='elu')\n", " self.logits = Dense(n_actions)\n", " self.state_value = Dense(1)\n", "\n", " # prepare a graph for agent step\n", " _initial_state = self.get_initial_state(1)\n", " self.prev_state_placeholders = [\n", " tf.placeholder(m.dtype, [None] + [m.shape[i] for i in range(1, m.ndim)])\n", " for m in _initial_state\n", " ]\n", " self.obs_t = tf.placeholder('float32', [None, ] + list(obs_shape))\n", " self.next_state, self.agent_outputs = self.symbolic_step(self.prev_state_placeholders, self.obs_t)\n", "\n", " def symbolic_step(self, prev_state, obs_t):\n", " \"\"\"Takes agent's previous step and observation, returns next state and whatever it needs to learn (tf tensors)\"\"\"\n", "\n", " nn = self.conv0(obs_t)\n", " nn = self.conv1(nn)\n", " nn = self.conv2(nn)\n", " nn = self.flatten(nn)\n", " nn = self.hid(nn)\n", " logits = self.logits(nn)\n", " state_value = self.state_value(nn)\n", "\n", " # feedforward agent has no state\n", " new_state = []\n", "\n", " return new_state, (logits, state_value)\n", "\n", " def get_initial_state(self, batch_size):\n", " \"\"\"Return a list of agent memory states at game start. Each state is a np array of shape [batch_size, ...]\"\"\"\n", " # feedforward agent has no state\n", " return []\n", "\n", " def step(self, prev_state, obs_t):\n", " \"\"\"Same as symbolic state except it operates on numpy arrays\"\"\"\n", " sess = tf.get_default_session()\n", " feed_dict = {self.obs_t: obs_t}\n", " for state_ph, state_value in zip(self.prev_state_placeholders, prev_state):\n", " feed_dict[state_ph] = state_value\n", " return sess.run([self.next_state, self.agent_outputs], feed_dict)\n", "\n", " def sample_actions(self, agent_outputs):\n", " \"\"\"pick actions given numeric agent outputs (np arrays)\"\"\"\n", " logits, state_values = agent_outputs\n", " policy = np.exp(logits) / np.sum(np.exp(logits), axis=-1, keepdims=True)\n", " return np.array([np.random.choice(len(p), p=p) for p in policy])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "n_parallel_games = 5\n", "gamma = 0.99\n", "\n", "agent = FeedforwardAgent(\"agent\", obs_shape, n_actions)\n", "\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "state = [env.reset()]\n", "_, (logits, value) = agent.step(agent.get_initial_state(1), state)\n", "print(\"action logits:\\n\", logits)\n", "print(\"state values:\\n\", value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's play!\n", "Let's build a function that measures agent's average reward." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def evaluate(agent, env, n_games=1):\n", " \"\"\"Plays an a game from start till done, returns per-game rewards \"\"\"\n", "\n", " game_rewards = []\n", " for _ in range(n_games):\n", " # initial observation and memory\n", " observation = env.reset()\n", " prev_memories = agent.get_initial_state(1)\n", "\n", " total_reward = 0\n", " while True:\n", " new_memories, readouts = agent.step(\n", " prev_memories, observation[None, ...])\n", " action = agent.sample_actions(readouts)\n", "\n", " observation, reward, done, info = env.step(action[0])\n", "\n", " total_reward += reward\n", " prev_memories = new_memories\n", " if done:\n", " break\n", "\n", " game_rewards.append(total_reward)\n", " return game_rewards" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym.wrappers\n", "\n", "with gym.wrappers.Monitor(make_env(), directory=\"videos\", force=True) as env_monitor:\n", " rewards = evaluate(agent, env_monitor, n_games=3)\n", "\n", "print(rewards)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Training on parallel games\n", "\n", "We introduce a class called EnvPool - it's a tool that handles multiple environments for you. Here's how it works:\n", "![img](https://s7.postimg.cc/4y36s2b2z/env_pool.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from env_pool import EnvPool\n", "pool = EnvPool(agent, make_env, n_parallel_games)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# for each of n_parallel_games, take 10 steps\n", "rollout_obs, rollout_actions, rollout_rewards, rollout_mask = pool.interact(10)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Actions shape: (5, 10)\n", "Rewards shape: (5, 10)\n", "Mask shape: (5, 10)\n", "Observations shape: (5, 10, 42, 42, 1)\n" ] } ], "source": [ "print(\"Actions shape:\", rollout_actions.shape)\n", "print(\"Rewards shape:\", rollout_rewards.shape)\n", "print(\"Mask shape:\", rollout_mask.shape)\n", "print(\"Observations shape: \", rollout_obs.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Actor-critic\n", "\n", "Here we define a loss function that uses rollout above to train" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "observations_ph = tf.placeholder('float32', [None, None, ] + list(obs_shape))\n", "actions_ph = tf.placeholder('int32', (None, None,))\n", "rewards_ph = tf.placeholder('float32', (None, None,))\n", "mask_ph = tf.placeholder('float32', (None, None,))\n", "\n", "initial_memory_ph = agent.prev_state_placeholders\n", "dummy_outputs = agent.symbolic_step(\n", " initial_memory_ph, observations_ph[:, 0])[1]\n", "\n", "_, outputs_seq = tf.scan(\n", " lambda stack, obs_t: agent.symbolic_step(stack[0], obs_t),\n", " initializer=(initial_memory_ph, dummy_outputs),\n", " # [time, batch, h, w, c]\n", " elems=tf.transpose(observations_ph, [1, 0, 2, 3, 4])\n", ")\n", "\n", "# from [time, batch] back to [batch, time]\n", "outputs_seq = [tf.transpose(\n", " tensor, [1, 0] + list(range(2, tensor.shape.ndims))) for tensor in outputs_seq]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# actor-critic losses\n", "# logits shape: [batch, time, n_actions], states shape: [batch, time, n_actions]\n", "logits_seq, state_values_seq = outputs_seq\n", "\n", "logprobs_seq = tf.nn.log_softmax(logits_seq)\n", "logp_actions = tf.reduce_sum(\n", " logprobs_seq * tf.one_hot(actions_ph, n_actions), axis=-1)[:, :-1]\n", "\n", "current_rewards = rewards_ph[:, :-1] / 100.\n", "current_state_values = state_values_seq[:, :-1, 0]\n", "next_state_values = state_values_seq[:, 1:, 0] * mask_ph[:, :-1]\n", "\n", "# policy gradient\n", "# compute 1-step advantage using current_rewards, current_state_values and next_state_values\n", "advantage = \n", "assert advantage.shape.ndims == 2\n", "# compute policy entropy given logits_seq. Mind the sign!\n", "entropy = \n", "assert entropy.shape.ndims == 2\n", "\n", "actor_loss = - tf.reduce_mean(logp_actions *\n", " tf.stop_gradient(advantage)) - 1e-2 * tf.reduce_mean(entropy)\n", "\n", "# compute target qvalues using temporal difference\n", "target_qvalues = \n", "critic_loss = tf.reduce_mean(\n", " (current_state_values - tf.stop_gradient(target_qvalues))**2)\n", "\n", "train_step = tf.train.AdamOptimizer(1e-5).minimize(actor_loss + critic_loss)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Train \n", "\n", "just run train step and see if agent learns any better" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def sample_batch(rollout_length=10):\n", " prev_mem = pool.prev_memory_states\n", " rollout_obs, rollout_actions, rollout_rewards, rollout_mask = pool.interact(\n", " rollout_length)\n", "\n", " feed_dict = {\n", " observations_ph: rollout_obs,\n", " actions_ph: rollout_actions,\n", " rewards_ph: rollout_rewards,\n", " mask_ph: rollout_mask,\n", " }\n", " for placeholder, value in zip(initial_memory_ph, prev_mem):\n", " feed_dict[placeholder] = value\n", " return feed_dict" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from tqdm import trange\n", "from pandas import DataFrame\n", "moving_average = lambda x, **kw: DataFrame(\n", " {'x': np.asarray(x)}).x.ewm(**kw).mean().values\n", "\n", "rewards_history = []" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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CmqbHfLPtQu3nfscspVS6Uiq9pMSzy7EJYbW12Uc5ePQk94+RgV+tNT3Jjo+C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\nXHxA05qi8GuUUjGt/LxpwFy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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ " 6%|▌ | 584/10000 [02:24<38:50, 4.04it/s]" ] } ], "source": [ "for i in trange(5000):\n", " sess.run(train_step, sample_batch())\n", "\n", " if i % 100 == 0:\n", " rewards_history.append(np.mean(evaluate(agent, env, n_games=1)))\n", " clear_output(True)\n", " plt.plot(rewards_history, label='rewards')\n", " plt.plot(moving_average(np.array(rewards_history),\n", " span=10), label='rewards ewma@10')\n", " plt.legend()\n", " plt.show()\n", " if rewards_history[-1] >= 10000:\n", " print(\"Your agent has just passed the minimum homework threshold\")\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Final\" evaluation" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym.wrappers\n", "\n", "with gym.wrappers.Monitor(make_env(), directory=\"videos\", force=True) as env_monitor:\n", " final_rewards = evaluate(agent, env_monitor, n_games=20)\n", "\n", "print(\"Final mean reward\", np.mean(final_rewards))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### POMDP setting\n", "\n", "The Atari game we're working with is actually a POMDP: your agent needs to know timing at which enemies spawn and move, but cannot do so unless it has some memory. \n", "\n", "Let's design another agent that has a recurrent neural net memory to solve this.\n", "\n", "__Note:__ it's also a good idea to scale rollout_len up to learn longer sequences. You may wish set it to >=20 or to start at 10 and then scale up as time passes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class SimpleRecurrentAgent:\n", " def __init__(self, name, obs_shape, n_actions, reuse=False):\n", " \"\"\"A simple actor-critic agent\"\"\"\n", "\n", " with tf.variable_scope(name, reuse=reuse):\n", " # Note: number of units/filters is arbitrary, you can and should change it at your will\n", " self.conv0 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.conv1 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.conv2 = Conv2D(32, (3, 3), strides=(2, 2), activation='elu')\n", " self.flatten = Flatten()\n", " self.hid = Dense(128, activation='elu')\n", "\n", " self.rnn0 = tf.nn.rnn_cell.GRUCell(256, activation=tf.tanh)\n", "\n", " self.logits = Dense(n_actions)\n", " self.state_value = Dense(1)\n", "\n", " # prepare a graph for agent step\n", " _initial_state = self.get_initial_state(1)\n", " self.prev_state_placeholders = [tf.placeholder(m.dtype,\n", " [None] + [m.shape[i] for i in range(1, m.ndim)])\n", " for m in _initial_state]\n", " self.obs_t = tf.placeholder('float32', [None, ] + list(obs_shape))\n", " self.next_state, self.agent_outputs = self.symbolic_step(\n", " self.prev_state_placeholders, self.obs_t)\n", "\n", " def symbolic_step(self, prev_state, obs_t):\n", " \"\"\"Takes agent's previous step and observation, returns next state and whatever it needs to learn (tf tensors)\"\"\"\n", "\n", " nn = self.conv0(obs_t)\n", " nn = self.conv1(nn)\n", " nn = self.conv2(nn)\n", " nn = self.flatten(nn)\n", " nn = self.hid(nn)\n", "\n", " (prev_rnn0,) = prev_state\n", "\n", " # Apply recurrent neural net for one step here.\n", " # See docs on self.rnn0(...).\n", " # The recurrent cell should take the last feedforward dense layer as input.\n", " \n", "\n", " logits = self.logits( )\n", " state_value = self.state_value( )\n", "\n", " new_state = [new_rnn0]\n", "\n", " return new_state, (logits, state_value)\n", "\n", " def get_initial_state(self, batch_size):\n", " \"\"\"Return a list of agent memory states at game start. Each state is a np array of shape [batch_size, ...]\"\"\"\n", " # feedforward agent has no state\n", " return [np.zeros([batch_size, self.rnn0.output_size], 'float32')]\n", "\n", " def step(self, prev_state, obs_t):\n", " \"\"\"Same as symbolic state except it operates on numpy arrays\"\"\"\n", " sess = tf.get_default_session()\n", " feed_dict = {self.obs_t: obs_t}\n", " for state_ph, state_value in zip(self.prev_state_placeholders, prev_state):\n", " feed_dict[state_ph] = state_value\n", " return sess.run([self.next_state, self.agent_outputs], feed_dict)\n", "\n", " def sample_actions(self, agent_outputs):\n", " \"\"\"pick actions given numeric agent outputs (np arrays)\"\"\"\n", " logits, state_values = agent_outputs\n", " policy = np.exp(logits) / np.sum(np.exp(logits),\n", " axis=-1, keepdims=True)\n", " return [np.random.choice(len(p), p=p) for p in policy]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "agent = SimpleRecurrentAgent('agent_with_memory', obs_shape, n_actions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now let's train it!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# A whole lot of your code here: train the new agent with GRU memory.\n", "# - create pool\n", "# - write loss functions and training op\n", "# - train\n", "# You can reuse most of the code with zero to few changes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n", "```\n", "\n", "```\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Homework assignment is in the second notebook: [url]" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week09_policy_II/README.md ================================================ * [__slides #1 (trpo)__](https://docs.google.com/presentation/d/15Z_AVBsO9VuOSZ5uY-Q4by3tHKiRSENchhAKHhCxIOc/present?token=AC4w5VgM6o7lCOmwtNFI3lfzyPv2PHOpRQ%3A1511795215658&includes_info_params=1#slide=id.g1d8d5bc58c_0_4) * [__slides #2 (dpg)__](https://yadi.sk/i/uV6IA-C23UTn7c) ## Materials This section covers some steroids for policy gradient methods, along with a cool general trick called * Lecture on NPG and TRPO by J. Schulman - [video](https://www.youtube.com/watch?v=_t5fpZuuf-4) * Alternative lecture on TRPO and open problems by... J. Schulman - [video](https://www.youtube.com/watch?v=gb5Q2XL5c8A) * Our videos: [lecture](https://yadi.sk/i/c7GR1kAAJc00Og), [seminar(PyTorch)](https://yadi.sk/i/OGZJJjkQH_7h5g) (russian) * Original articles - [TRPO](https://arxiv.org/abs/1502.05477), [NPG](https://papers.nips.cc/paper/2073-a-natural-policy-gradient.pdf) ## Practice * TRPO: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week09_policy_II/seminar_TRPO_pytorch.ipynb) * PPO: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week09_policy_II/ppo.ipynb) ## More: Reinforcement learning in large/continuous action spaces While you already know algorithms that will work with continuously many actions, it can't hurt to learn something more specialized. * Lecture by J. Schulman - [video](https://www.youtube.com/watch?v=jmMsNQ2eug4) * Q-learning with normalized advantage functions - [article](https://arxiv.org/abs/1603.00748), [code1](https://github.com/carpedm20/NAF-tensorflow), [code2](http://bit.ly/2qx2087) * Deterministic policy gradient - [article](https://arxiv.org/pdf/1512.07679.pdf), [post+code](https://yanpanlau.github.io/2016/10/11/Torcs-Keras.html) * Stochastic value gradient - [article](https://arxiv.org/abs/1510.09142) * Embedding large discrete action spaces for RL - [article](https://arxiv.org/pdf/1512.07679.pdf) * Lecture by A. Seleznev, 5vision (russian) - [video](https://www.youtube.com/watch?v=j1L2FnanXPo&t=119m45s) ================================================ FILE: week09_policy_II/mujoco_wrappers.py ================================================ """ MuJoCo env wrappers. """ # Adapted from https://github.com/openai/baselines import gymnasium as gym import numpy as np class RunningMeanVar: """ Computes running mean and variance. Args: eps (float): a small constant used to initialize mean to zero and variance to 1. shape tuple(int): shape of the statistics. """ # https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm def __init__(self, eps=1e-4, shape=()): self.mean = np.zeros(shape) self.var = np.ones(shape) self.count = eps def update(self, batch): """ Updates the running statistics given a batch of samples. """ if not batch.shape[1:] == self.mean.shape: raise ValueError(f"batch has invalid shape: {batch.shape}, " f"expected shape {(None,) + self.mean.shape}") batch_mean = np.mean(batch, axis=0) batch_var = np.var(batch, axis=0) batch_count = batch.shape[0] self.update_from_moments(batch_mean, batch_var, batch_count) def update_from_moments(self, batch_mean, batch_var, batch_count): """ Updates the running statistics given their new values on new data. """ self.mean, self.var, self.count = update_mean_var_count_from_moments( self.mean, self.var, self.count, batch_mean, batch_var, batch_count) def update_mean_var_count_from_moments(mean, var, count, batch_mean, batch_var, batch_count): """ Updates running mean statistics given a new batch. """ delta = batch_mean - mean tot_count = count + batch_count new_mean = mean + delta * batch_count / tot_count new_var = ( var * (count / tot_count) + batch_var * (batch_count / tot_count) + np.square(delta) * (count * batch_count / tot_count ** 2)) new_count = tot_count return new_mean, new_var, new_count class Normalize(gym.Wrapper): """ A vectorized wrapper that normalizes the observations and returns from an environment. """ # pylint: disable=too-many-arguments def __init__(self, env, obs=True, ret=True, clipobs=10., cliprew=10., gamma=0.99, eps=1e-8): super().__init__(env) self.obs_rmv = (RunningMeanVar(shape=self.observation_space.shape) if obs else None) self.ret_rmv = RunningMeanVar(shape=()) if ret else None self.clipob = clipobs self.cliprew = cliprew self.ret = np.zeros(getattr(self.env.unwrapped, "nenvs", 1)) self.gamma = gamma self.eps = eps def observation(self, obs): """ Preprocesses a given observation. """ if not self.obs_rmv: return obs rmv_batch = (np.expand_dims(obs, 0) if not hasattr(self.env.unwrapped, "nenvs") else obs) self.obs_rmv.update(rmv_batch) obs = (obs - self.obs_rmv.mean) / np.sqrt(self.obs_rmv.var + self.eps) obs = np.clip(obs, -self.clipob, self.clipob) return obs def step(self, action): obs, rews, terminated, truncated, info = self.env.step(action) self.ret = self.ret * self.gamma + rews obs = self.observation(obs) if self.ret_rmv: self.ret_rmv.update(self.ret) rews = np.clip(rews / np.sqrt(self.ret_rmv.var + self.eps), -self.cliprew, self.cliprew) self.ret[terminated] = 0. return obs, rews, terminated, truncated, info def reset(self, **kwargs): self.ret = np.zeros(getattr(self.env.unwrapped, "nenvs", 1)) obs, info = self.env.reset(**kwargs) return self.observation(obs), info ================================================ FILE: week09_policy_II/ppo.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "j9dfWABRNCVm", "outputId": "ee8f0e74-ab77-4b9e-ff10-05d4e7a0930b" }, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/mujoco_wrappers.py\n", "\n", " !pip -q install gymnasium[mujoco]\n", " \n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": { "id": "WI0kqjVINCVt" }, "source": [ "# Implementing Proximal Policy Optimization \n", "\n", "\n", "In this notebook you will be implementing Proximal Policy Optimization algorithm, \n", "scaled up version of which was used to train [OpenAI Five](https://openai.com/blog/openai-five/) \n", "to [win](https://openai.com/blog/how-to-train-your-openai-five/) against the\n", "world champions in Dota 2.\n", "You will be solving a continuous control environment on which it may be easier and faster \n", "to train an agent, however note that PPO here may not be the best algorithm as, for example,\n", "Deep Deterministic Policy Gradient and Soft Actor Critic may be more suited \n", "for continuous control environments." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "MZeKC7aO4RIC" }, "outputs": [], "source": [ "from tqdm import tqdm\n", "from sklearn.metrics import r2_score" ] }, { "cell_type": "markdown", "metadata": { "id": "Iod_fZUFNCVw" }, "source": [ "The overall structure of the code is similar to the one in the A2C optional homework, but don't worry if you haven't done it, it should be relatively easy to figure it out. \n", "First, we will create an instance of the environment. \n", "We will normalize the observations and rewards, but before that you will need a wrapper that will \n", "write summaries, mainly, the total reward during an episode. You can either use one for `TensorBoard` \n", "implemented in `atari_wrappers.py` file from the optional A2C homework, or implement your own. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "Y2N76WIRNCVx", "outputId": "b23c69ce-eedb-4043-9f8c-1d89eec416a8" }, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"HalfCheetah-v4\", render_mode=\"rgb_array\")\n", "print(\"observation space: \", env.observation_space,\n", " \"\\nobservations:\", env.reset()[0])\n", "print(\"action space: \", env.action_space,\n", " \"\\naction_sample: \", env.action_space.sample())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "plt.imshow(env.render())" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "_au8nSY479qw" }, "outputs": [], "source": [ "import numpy as np\n", "\n", "class Summaries(gym.Wrapper):\n", " \"\"\" Wrapper to write summaries. \"\"\"\n", " def __init__(self, env):\n", " super().__init__(env)\n", " self.episode_counter = 0\n", " self.current_step_var = 0\n", "\n", " self.episode_rewards = []\n", " self.episode_lens = []\n", "\n", " self.current_reward = 0\n", " self.current_len = 0\n", "\n", " def step(self, action):\n", " obs, rew, terminated, truncated, info = self.env.step(action)\n", "\n", " self.current_reward += rew\n", " self.current_len += 1\n", " self.current_step_var += 1\n", "\n", " if terminated or truncated:\n", " self.episode_rewards.append((self.current_step_var, self.current_reward))\n", " self.episode_lens.append((self.current_step_var, self.current_len))\n", "\n", " return obs, rew, terminated, truncated, info\n", "\n", " def reset(self, **kwargs):\n", " self.episode_counter += 1\n", "\n", " self.current_reward = 0\n", " self.current_len = 0\n", "\n", " return self.env.reset(**kwargs)" ] }, { "cell_type": "markdown", "metadata": { "id": "JVom_S9yNCVz" }, "source": [ "The normalization wrapper will subtract running mean from observations and rewards and divide \n", "the resulting quantities by the running variances." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "lxevKC-FNCVz", "outputId": "11bcf7dd-b04c-47c8-c8e0-ca8724aee842" }, "outputs": [], "source": [ "from mujoco_wrappers import Normalize\n", "\n", "env = Normalize(Summaries(gym.make(\"HalfCheetah-v4\", render_mode=\"rgb_array\")));\n", "env.reset(seed=0)" ] }, { "cell_type": "markdown", "metadata": { "id": "_9lf2Z8bNCV0" }, "source": [ "Next, you will need to define a model for training. We suggest that you use two separate networks: one for policy\n", "and another for value function. Each network should be a 3-layer MLP with 64 hidden units, $\\mathrm{tanh}$ \n", "activation function.\n", "\n", "Our policy distribution is going to be multivariate normal with diagonal covariance. \n", "The network from above will predict the mean, and the covariance should be represented by a single \n", "(learned) vector of size 6 (corresponding to the dimensionality of the action space from above). Or you can also predict the variance using your model. You should take the exponent of that values to always have a non-negative quantity. \n", "\n", "Overall the model should return three things: predicted mean of the distribution, variance vector, \n", "value function. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "OwwLcUApNCV0" }, "outputs": [], "source": [ "# import tensorflow as tf\n", "import torch\n", "\n", "from torch import nn\n", "from torch.nn import functional as F\n", "import torch\n", "\n", "class PolicyModel(nn. Module):\n", " def __init__(self):\n", " super().__init__()\n", " self.h = 64\n", "\n", " self.policy_model = < Create your model >\n", "\n", " self.value_model = < Create your model >\n", "\n", " def get_policy(self, x):\n", " < insert your code here >\n", " return means, var\n", "\n", " def get_value(self, x):\n", " out = self.value_model(x.float())\n", " return out\n", "\n", " def forward(self, x):\n", " policy = self.get_policy(x)\n", " value = self.get_value(x)\n", "\n", " return policy, value" ] }, { "cell_type": "markdown", "metadata": { "id": "YI6d9Xq_NCV1" }, "source": [ "This model will be wrapped by a `Policy`. The policy can work in two modes, but in either case \n", "it is going to return dictionary with string-type keys. The first mode is when the policy is \n", "used to sample actions for a trajectory which will later be used for training. In this case \n", "the flag `training` passed to `act` method is `False` and the method should return \n", "a `dict` with the following keys: \n", "\n", "* `\"actions\"`: actions to pass to the environment\n", "* `\"log_probs\"`: log-probabilities of sampled actions\n", "* `\"values\"`: value function $V^\\pi(s)$ predictions.\n", "\n", "We don't need to use the values under these keys for training, so all of them should be of type `np.ndarray`.\n", "\n", "When `training` is `True`, the model is training on a given batch of observations. In this\n", "case it should return a `dict` with the following keys\n", "\n", "* `\"distribution\"`: an instance of multivariate normal distribution (`torch.distributions.MultivariateNormal` or `tf.distributions.MultivariateNormalDiag`)\n", "* `\"values\"`: value function $V^\\pi(s)$ prediction.\n", "\n", "The distinction about the modes comes into play depending on where the policy is used: if it is called from `EnvRunner`, \n", "the `training` flag is `False`, if it is called from `PPO`, the `training` flag is `True`. These classed \n", "will be described below. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "C54tGZahXbSa" }, "outputs": [], "source": [ "from torch.distributions.normal import Normal\n", "from torch.distributions.multivariate_normal import MultivariateNormal\n", "\n", "class Policy:\n", " def __init__(self, model):\n", " self.model = model\n", " \n", " def act(self, inputs, training=False):\n", " inputs = torch.tensor(inputs)\n", " if inputs.ndim < 2:\n", " inputs = inputs.unsqueeze(0)\n", " inputs = inputs.cuda()\n", " \n", " batch_size = inputs.shape[0]\n", "\n", " < insert your code here >\n", " normal_distr = MultivariateNormal(means, covar_matrix)\n", "\n", " actions = normal_distr.sample()\n", " log_probs = normal_distr.log_prob(actions)\n", "\n", " values = self.model.get_value(inputs)\n", "\n", " if not training:\n", " return {'actions': actions.cpu().numpy().tolist()[0], \n", " 'log_probs': log_probs[0].detach().cpu().numpy(),\n", " 'values': values[0].detach().cpu().numpy()}\n", " else:\n", " return {'distribution': normal_distr, 'values': values}" ] }, { "cell_type": "markdown", "metadata": { "id": "-kML-jSsNCV2" }, "source": [ "We will use `EnvRunner` to perform interactions with an environment with a policy for a fixed number of timesteps. Calling `.get_next()` on a runner will return a trajectory — dictionary \n", "containing keys\n", "\n", "* `\"observations\"`\n", "* `\"rewards\"` \n", "* `\"resets\"`\n", "* `\"actions\"`\n", "* all other keys that you defined in `Policy`,\n", "\n", "under each of these keys there is a `np.ndarray` of specified length $T$ — the size of partial trajectory. \n", "\n", "Additionally, before returning a trajectory this runner can apply a list of transformations. \n", "Each transformation is simply a callable that should modify passed trajectory in-place." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "5LeiuohcNCV3" }, "outputs": [], "source": [ "class AsArray:\n", " \"\"\" \n", " Converts lists of interactions to ndarray.\n", " \"\"\"\n", " def __call__(self, trajectory):\n", " # Modify trajectory inplace. \n", " for k, v in filter(lambda kv: kv[0] != \"state\", trajectory.items()):\n", " trajectory[k] = np.asarray(v)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\"\"\" RL env runner \"\"\"\n", "from collections import defaultdict\n", "\n", "import numpy as np\n", "\n", "\n", "class EnvRunner:\n", " \"\"\" Reinforcement learning runner in an environment with given policy \"\"\"\n", "\n", " def __init__(self, env, policy, nsteps, transforms=None, step_var=None):\n", " self.env = env\n", " self.policy = policy\n", " self.nsteps = nsteps\n", " self.transforms = transforms or []\n", " self.step_var = step_var if step_var is not None else 0\n", " self.state = {\"latest_observation\": self.env.reset()[0]}\n", "\n", " @property\n", " def nenvs(self):\n", " \"\"\" Returns number of batched envs or `None` if env is not batched \"\"\"\n", " return getattr(self.env.unwrapped, \"nenvs\", None)\n", "\n", " def reset(self, **kwargs):\n", " \"\"\" Resets env and runner states. \"\"\"\n", " self.state[\"latest_observation\"], info = self.env.reset(**kwargs)\n", " self.policy.reset()\n", "\n", " def get_next(self):\n", " \"\"\" Runs the agent in the environment. \"\"\"\n", " trajectory = defaultdict(list, {\"actions\": []})\n", " observations = []\n", " rewards = []\n", " resets = []\n", " self.state[\"env_steps\"] = self.nsteps\n", "\n", " for i in range(self.nsteps):\n", " observations.append(self.state[\"latest_observation\"])\n", " act = self.policy.act(self.state[\"latest_observation\"])\n", " if \"actions\" not in act:\n", " raise ValueError(\"result of policy.act must contain 'actions' \"\n", " f\"but has keys {list(act.keys())}\")\n", " for key, val in act.items():\n", " trajectory[key].append(val)\n", "\n", " obs, rew, terminated, truncated, _ = self.env.step(trajectory[\"actions\"][-1])\n", " done = np.logical_or(terminated, truncated)\n", " self.state[\"latest_observation\"] = obs\n", " rewards.append(rew)\n", " resets.append(done)\n", " self.step_var += self.nenvs or 1\n", "\n", " # Only reset if the env is not batched. Batched envs should\n", " # auto-reset.\n", " if not self.nenvs and np.all(done):\n", " self.state[\"env_steps\"] = i + 1\n", " self.state[\"latest_observation\"] = self.env.reset()[0]\n", "\n", " trajectory.update(\n", " observations=observations,\n", " rewards=rewards,\n", " resets=resets)\n", " trajectory[\"state\"] = self.state\n", "\n", " for transform in self.transforms:\n", " transform(trajectory)\n", " return trajectory" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "wNzPNxKLNCV4", "outputId": "e15b29e7-1864-45db-e67a-3f1994b77a81" }, "outputs": [], "source": [ "import numpy as np\n", "\n", "class DummyPolicy:\n", " def act(self, inputs, training=False):\n", " assert not training\n", " return {\"actions\": np.random.randn(6), \"values\": np.nan}\n", "\n", "runner = EnvRunner(env, DummyPolicy(), 3,\n", " transforms=[AsArray()])\n", "trajectory = runner.get_next()\n", "\n", "{k: v.shape for k, v in trajectory.items() if k != \"state\"}" ] }, { "cell_type": "markdown", "metadata": { "id": "NyhcvAMZNCV5" }, "source": [ "You will need to implement the following two transformations. \n", "\n", "The first is `GAE` that implements [Generalized Advantage Estimator](https://arxiv.org/abs/1506.02438).\n", "In it you should add two keys to the trajectory: `\"advantages\"` and `\"value_targets\"`. In GAE the advantages\n", "$A_t^{\\mathrm{GAE}(\\gamma,\\lambda)}$ are essentially defined as the exponential \n", "moving average with parameter $\\lambda$ of the regular advantages \n", "$\\hat{A}^{(T)}(s_t) = \\sum_{l=0}^{T-1-t} \\gamma^l r_{t+l} + \\gamma^{T} V^\\pi(s_{T}) - V^\\pi(s_t)$. \n", "The exact formula for the computation is the following\n", "\n", "$$\n", "A_{t}^{\\mathrm{GAE}(\\gamma,\\lambda)} = \\sum_{l=0}^{T-1-t} (\\gamma\\lambda)^l\\delta_{t + l}^V, \\, t \\in [0, T)\n", "$$\n", "where $\\delta_{t+l}^V = r_{t+l} + \\gamma V^\\pi(s_{t+l+1}) - V^\\pi(s_{t+l})$. You can look at the \n", "derivation (formulas 11-16) in the paper. Don't forget to reset the summation on terminal\n", "states as determined by the flags `trajectory[\"resets\"]`. You can use `trajectory[\"values\"]`\n", "to get values of all observations except the most recent which is stored under \n", " `trajectory[\"state\"][\"latest_observation\"]`. For this observation you will need to call the policy \n", " to get the value prediction.\n", "\n", "Once you computed the advantages, you can get the targets for training the value function by adding \n", "back values:\n", "$$\n", "\\hat{V}(s_{t+l}) = A_{t+l}^{\\mathrm{GAE}(\\gamma,\\lambda)} + V(s_{t + l}),\n", "$$\n", "where $\\hat{V}$ is a tensor of value targets that are used to train the value function. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "AC5rUuiKNCV6" }, "outputs": [], "source": [ "import os\n", "class GAE:\n", " \"\"\" Generalized Advantage Estimator. \"\"\"\n", " def __init__(self, policy, gamma=0.99, lambda_=0.95):\n", " self.policy = policy\n", " self.gamma = gamma\n", " self.lambda_ = lambda_\n", "\n", " def __call__(self, trajectory):\n", " gamma = self.gamma\n", " lambda_ = self.lambda_\n", " \n", " < insert your code here >" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def test_gae():\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/actions.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/log_probs.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/values.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/observations.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/rewards.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/resets.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/state.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/advantages.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/value_targets.npy\n", " !curl -O https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/test_ppo/policy\n", "\n", " trajectory = {}\n", " for key in ['actions', 'log_probs', 'values', 'observations', 'rewards', 'resets']:\n", " trajectory[key] = np.load(f'{key}.npy', allow_pickle=True)\n", " trajectory['state'] = {\"latest_observation\": np.load('state.npy')}\n", " \n", " policy = torch.load(f'policy')\n", " gae_to_test = GAE(policy, gamma=0.99, lambda_=0.95)\n", " \n", " gae_to_test(trajectory)\n", " \n", " for key in ['advantages', 'value_targets']:\n", " assert np.allclose(np.load(f'{key}.npy'), trajectory[key], atol=2e-2)\n", " \n", " print(\"It's all good!\")\n", "test_gae()" ] }, { "cell_type": "markdown", "metadata": { "id": "yce0A8x7NCV7" }, "source": [ "The main advantage of PPO over simpler policy based methods like A2C is that it is possible\n", "to train on the same trajectory for multiple gradient steps. The following class wraps \n", "an `EnvRunner`. It should call the runner to get a trajectory, then return minibatches \n", "from it for a number of epochs, shuffling the data before each epoch." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "J7tIjwbkNCV8" }, "outputs": [], "source": [ "class TrajectorySampler:\n", " \"\"\" Samples minibatches from trajectory for a number of epochs. \"\"\"\n", " def __init__(self, runner, num_epochs, num_minibatches, transforms=None):\n", " self.runner = runner\n", " self.num_epochs = num_epochs\n", " self.num_minibatches = num_minibatches\n", " self.transforms = transforms or []\n", " self.minibatch_count = 0\n", " self.epoch_count = 0\n", " self.trajectory = None\n", "\n", " def shuffle_trajectory(self):\n", " \"\"\" Shuffles all elements in trajectory.\n", "\n", " Should be called at the beginning of each epoch.\n", " \"\"\"\n", " trajectory_len = self.trajectory[\"observations\"].shape[0]\n", "\n", " permutation = np.random.permutation(trajectory_len)\n", " for key, value in self.trajectory.items():\n", " if key != 'state':\n", " self.trajectory[key] = value[permutation]\n", "\n", " def get_next(self):\n", " \"\"\" Returns next minibatch. \"\"\"\n", " if not self.trajectory:\n", " self.trajectory = self.runner.get_next()\n", "\n", " if self.minibatch_count == self.num_minibatches:\n", " self.shuffle_trajectory()\n", " self.minibatch_count = 0\n", " self.epoch_count += 1\n", "\n", " if self.epoch_count == self.num_epochs:\n", " self.trajectory = self.runner.get_next()\n", "\n", " self.shuffle_trajectory()\n", " self.minibatch_count = 0\n", " self.epoch_count = 0\n", "\n", " trajectory_len = self.trajectory[\"observations\"].shape[0]\n", "\n", " batch_size = trajectory_len//self.num_minibatches\n", "\n", " minibatch = {}\n", " for key, value in self.trajectory.items():\n", " if key != 'state':\n", " minibatch[key] = value[self.minibatch_count*batch_size: (self.minibatch_count + 1)*batch_size]\n", "\n", " self.minibatch_count += 1\n", "\n", " for transform in self.transforms:\n", " transform(minibatch)\n", "\n", " return minibatch" ] }, { "cell_type": "markdown", "metadata": { "id": "U1UgHPb0NCV8" }, "source": [ "A common trick to use with GAE is to normalize advantages, please implement the normalization." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "GZrUlmFYNCV9" }, "outputs": [], "source": [ "class NormalizeAdvantages:\n", " \"\"\" Normalizes advantages to have zero mean and variance 1. \"\"\"\n", " def __call__(self, trajectory):\n", " < insert your code here >" ] }, { "cell_type": "markdown", "metadata": { "id": "DXnare-INCV-" }, "source": [ "Finally, we can create our PPO runner. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "tx0Yr0GtNCV_" }, "outputs": [], "source": [ "def make_ppo_runner(env, policy, num_runner_steps=2048,\n", " gamma=0.99, lambda_=0.95, \n", " num_epochs=10, num_minibatches=32):\n", " \"\"\" Creates runner for PPO algorithm. \"\"\"\n", " runner_transforms = [AsArray(),\n", " GAE(policy, gamma=gamma, lambda_=lambda_)]\n", " runner = EnvRunner(env, policy, num_runner_steps, \n", " transforms=runner_transforms)\n", "\n", " sampler_transforms = [NormalizeAdvantages()]\n", " sampler = TrajectorySampler(runner, num_epochs=num_epochs, \n", " num_minibatches=num_minibatches,\n", " transforms=sampler_transforms)\n", " return sampler" ] }, { "cell_type": "markdown", "metadata": { "id": "MX1aZueWNCWA" }, "source": [ "In the next cell you will need to implement Proximal Policy Optimization algorithm itself. The algorithm\n", "modifies the typical policy gradient loss in the following way:\n", "\n", "$$\n", "J_{\\pi}(s, a) = \\frac{\\pi_\\theta(a|s)}{\\pi_\\theta^{\\text{old}}(a|s)} \\cdot A^{\\mathrm{GAE}(\\gamma,\\lambda)}(s, a)\n", "$$\n", "\n", "$$\n", "J_{\\pi}^{\\text{clipped}}(s, a) = \\mathrm{clip}\\left(\n", "\\frac{\\pi_\\theta(a|s)}{\\pi_{\\theta^{\\text{old}}}(a|s)},\n", "1 - \\text{cliprange}, 1 + \\text{cliprange}\\right)\\cdot A^{\\mathrm{GAE(\\gamma, \\lambda)}}(s)\\\\\n", "$$\n", "\n", "$$\n", "L_{\\text{policy}} = -\\frac{1}{T}\\sum_{l=0}^{T-1}\\min\\left(J_\\pi(s_{t + l}, a_{t + l}), J_{\\pi}^{\\text{clipped}}(s_{t + l}, a_{t + l})\\right).\n", "$$\n", "\n", "The value loss is also modified:\n", "\n", "$$\n", "L_{V}^{\\text{clipped}} = \\frac{1}{T}\\sum_{l=0}^{T-1} \\max(l^{simple}(s_{t + l}), l^{clipped}(s_{t + l}))\n", "$$\n", ", where $l^{simple}$ is your standard critic loss\n", "$$\n", "l^{simple}(s_{t + l}) = [V_\\theta(s_{t+l}) - G(s_{t + l})]^2\n", "$$\n", "\n", "and $l^{clipped}$ is a clipped version that limits large changes of the value function:\n", "$$\n", "l^{clipped}(s_{t + l}) = [\n", "V_{\\theta^{\\text{old}}}(s_{t+l}) +\n", "\\text{clip}\\left(\n", "V_\\theta(s_{t+l}) - V_{\\theta^\\text{old}}(s_{t+l}),\n", "-\\text{cliprange}, \\text{cliprange}\n", "\\right) - G(s_{t + l})] ^ 2\n", "$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "JYGV4EmxNCWB" }, "outputs": [], "source": [ "class PPO:\n", " def __init__(self, policy, optimizer,\n", " cliprange=0.2,\n", " value_loss_coef=0.25,\n", " max_grad_norm=0.5):\n", " self.policy = policy\n", " self.optimizer = optimizer\n", " self.cliprange = cliprange\n", " self.value_loss_coef = value_loss_coef\n", " # Note that we don't need entropy regularization for this env.\n", " self.max_grad_norm = max_grad_norm\n", "\n", " def policy_loss(self, trajectory, act):\n", " \"\"\" Computes and returns policy loss on a given trajectory. \"\"\"\n", " < insert your code here >\n", "\n", " def value_loss(self, trajectory, act):\n", " \"\"\" Computes and returns value loss on a given trajectory. \"\"\"\n", " < insert your code here >\n", "\n", " def loss(self, trajectory):\n", " act = self.policy.act(trajectory[\"observations\"], training=True)\n", " policy_loss = self.policy_loss(trajectory, act)\n", " value_loss = self.value_loss(trajectory, act)\n", "\n", " return policy_loss + self.value_loss_coef * value_loss\n", "\n", " def step(self, trajectory):\n", " \"\"\" Computes the loss function and performs a single gradient step. \"\"\"\n", " self.optimizer.zero_grad()\n", " loss = self.loss(trajectory)\n", "\n", " loss.backward()\n", "\n", " grad_norm = nn.utils.clip_grad_norm_(self.policy.model.parameters(), self.max_grad_norm)\n", "\n", " self.optimizer.step()" ] }, { "cell_type": "markdown", "metadata": { "id": "AVNS0IFhNCWB" }, "source": [ "Now everything is ready to do training. In one million of interactions it should be possible to \n", "achieve the total raw reward of about 1500. You should plot this quantity with respect to \n", "`runner.step_var` — the number of interactions with the environment. It is highly \n", "encouraged to also provide plots of the following quantities (these are useful for debugging as well):\n", "\n", "* [Coefficient of Determination](https://en.wikipedia.org/wiki/Coefficient_of_determination) between \n", "value targets and value predictions\n", "* Entropy of the policy $\\pi$\n", "* Value loss\n", "* Policy loss\n", "* Value targets\n", "* Value predictions\n", "* Gradient norm\n", "* Advantages\n", "\n", "For optimization it is suggested to use Adam optimizer with linearly annealing learning rate \n", "from 3e-4 to 0 and epsilon 1e-5." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "WmroaOHX33nZ" }, "outputs": [], "source": [ "model = PolicyModel()\n", "model = model.cuda()\n", "\n", "policy = Policy(model)\n", "\n", "runner = make_ppo_runner(env, policy)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "Psvv8oru3POG" }, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from matplotlib import pyplot as plt" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 312 }, "id": "2W5StJsb1mz2", "outputId": "7a902763-0cc7-4dfe-9746-3511fbe555f5" }, "outputs": [], "source": [ "optimizer = torch.optim.Adam(policy.model.parameters(), lr = 3e-4, eps=1e-5)\n", "epochs = 250000\n", "\n", "lr_mult = lambda epoch: (1 - (epoch/epochs))\n", "sched = torch.optim.lr_scheduler.LambdaLR(optimizer, lr_mult)\n", "\n", "ppo = PPO(policy, optimizer)\n", "\n", "for epoch in tqdm(range(epochs)):\n", " trajectory = runner.get_next()\n", "\n", " if (epoch + 1) % 100 == 0:\n", " clear_output(True)\n", " rewards = np.array(env.env.episode_rewards)\n", "\n", " if rewards.size > 0:\n", " plt.plot(rewards[:, 0], rewards[:, 1], label = \"episode rewards\")\n", " plt.title(\"Reward\")\n", " plt.xlabel(\"Total steps\")\n", " plt.ylabel(\"Reward\")\n", " plt.grid()\n", " plt.show()\n", "\n", " ppo.step(trajectory)\n", " sched.step()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 295 }, "id": "OxD3w7uWbsYt", "outputId": "551690d0-f96d-406a-efc7-73ff50508c70" }, "outputs": [], "source": [ "rewards = np.array(env.env.episode_rewards)\n", "\n", "if rewards.size > 0:\n", " plt.plot(rewards[:, 0], rewards[:, 1], label = \"episode rewards\")\n", " plt.title(\"Reward\")\n", " plt.xlabel(\"Total steps\")\n", " plt.ylabel(\"Reward\")\n", " plt.ylim(-1000, 2500)\n", " plt.grid()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "sixQI_jMASJR" }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "Копия блокнота \"Копия блокнота \"Копия блокнота \"Копия блокнота \"ppo.ipynb\"\"\"\"", "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week09_policy_II/seminar_TRPO_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !pip install -q gymnasium\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's make a TRPO!\n", "\n", "In this notebook we will write the code of the one Trust Region Policy Optimization.\n", "As usually, it contains a few different parts which we are going to reproduce.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from typing import Tuple\n", "\n", "import numpy as np\n", "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "\n", "env = gym.make(\"Acrobot-v1\", render_mode=\"rgb_array\")\n", "env.reset()\n", "observation_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "\n", "print(\"Observation Space\", env.observation_space)\n", "print(\"Action Space\", env.action_space)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plt.imshow(env.render())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 1: Defining a network\n", "\n", "With all it's complexity, at it's core TRPO is yet another policy gradient method.\n", "\n", "This essentially means we're actually training a stochastic policy $\\pi_\\theta \\left( a \\middle| s \\right)$.\n", "\n", "And yes, it's gonna be a neural network. So let's start by defining one." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class TRPOAgent(nn.Module):\n", " def __init__(self, state_shape: Tuple[int], n_actions: int):\n", " '''\n", " Here you should define your model\n", " You should have LOG-PROBABILITIES as output because you will need it to compute loss\n", " We recommend that you start simple:\n", " use 1-2 hidden layers with 100-500 units and relu for the first try\n", " '''\n", " super().__init__()\n", "\n", " assert isinstance(state_shape, tuple)\n", " assert len(state_shape) == 1\n", " input_dim = state_shape[0]\n", " \n", " # Prepare your model here.\n", " \n", "\n", " def forward(self, states: torch.Tensor):\n", " \"\"\"\n", " takes agent's observation, returns log-probabilities\n", " :param state_t: a batch of states, shape = [batch_size, state_shape]\n", " \"\"\"\n", "\n", " # Use your network to compute log_probs for the given states.\n", " \n", " \n", " return log_probs\n", "\n", " def get_log_probs(self, states: torch.Tensor):\n", " '''\n", " Log-probs for training\n", " '''\n", " return self.forward(states)\n", "\n", " def get_probs(self, states: torch.Tensor):\n", " '''\n", " Probs for interaction\n", " '''\n", " return torch.exp(self.forward(states))\n", "\n", " def act(self, obs: np.ndarray, sample: bool = True):\n", " '''\n", " Samples action from policy distribution (sample = True) or takes most likely action (sample = False)\n", " :param: obs - single observation vector\n", " :param sample: if True, samples from \\pi, otherwise takes most likely action\n", " :returns: action (single integer) and probabilities for all actions\n", " '''\n", "\n", " with torch.no_grad():\n", " probs = self.get_probs(torch.tensor(obs[np.newaxis], dtype=torch.float32)).numpy()\n", "\n", " if sample:\n", " action = int(np.random.choice(n_actions, p=probs[0]))\n", " else:\n", " action = int(np.argmax(probs))\n", "\n", " return action, probs[0]\n", "\n", "\n", "agent = TRPOAgent(observation_shape, n_actions)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Check if log-probabilities satisfies all the requirements\n", "log_probs = agent.get_log_probs(torch.tensor(env.reset()[0][np.newaxis], dtype=torch.float32))\n", "assert (\n", " isinstance(log_probs, torch.Tensor) and\n", " log_probs.requires_grad\n", "), \"log_probs must be a torch.Tensor with grad\"\n", "assert log_probs.shape == (1, n_actions)\n", "sums = torch.exp(log_probs).sum(dim=1)\n", "assert torch.allclose(sums, torch.ones_like(sums))\n", "\n", "# Demo use\n", "print(\"sampled:\", [agent.act(env.reset()[0]) for _ in range(5)])\n", "print(\"greedy:\", [agent.act(env.reset()[0], sample=False) for _ in range(5)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Flat parameters operations\n", "\n", "We are going to use it" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_flat_params_from(model):\n", " params = [torch.ravel(param.detach()) for param in model.parameters()]\n", " flat_params = torch.cat(params)\n", " return flat_params\n", "\n", "\n", "def set_flat_params_to(model, flat_params):\n", " prev_ind = 0\n", " for param in model.parameters():\n", " flat_size = int(np.prod(list(param.shape)))\n", " param.data.copy_(\n", " flat_params[prev_ind:prev_ind + flat_size].reshape(param.shape)\n", " )\n", " prev_ind += flat_size" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute cumulative reward just like you did in vanilla REINFORCE" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import scipy.signal\n", "\n", "\n", "def get_cumulative_returns(r, gamma=1):\n", " \"\"\"\n", " Computes cumulative discounted rewards given immediate rewards\n", " G_i = r_i + gamma*r_{i+1} + gamma^2*r_{i+2} + ...\n", " Also known as R(s,a).\n", " \"\"\"\n", " r = np.array(r)\n", " assert r.ndim >= 1\n", " return scipy.signal.lfilter([1], [1, -gamma], r[::-1], axis=0)[::-1]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# simple demo on rewards [0,0,1,0,0,1]\n", "get_cumulative_returns([0, 0, 1, 0, 0, 1], gamma=0.9)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Rollout**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def rollout(env, agent, max_pathlength=2500, n_timesteps=50000):\n", " \"\"\"\n", " Generate rollouts for training.\n", " :param: env - environment in which we will make actions to generate rollouts.\n", " :param: act - the function that can return policy and action given observation.\n", " :param: max_pathlength - maximum size of one path that we generate.\n", " :param: n_timesteps - total sum of sizes of all pathes we generate.\n", " \"\"\"\n", " paths = []\n", "\n", " total_timesteps = 0\n", " while total_timesteps < n_timesteps:\n", " obervations, actions, rewards, action_probs = [], [], [], []\n", " obervation, _ = env.reset()\n", " for _ in range(max_pathlength):\n", " action, policy = agent.act(obervation)\n", " obervations.append(obervation)\n", " actions.append(action)\n", " action_probs.append(policy)\n", " obervation, reward, terminated, truncated, _ = env.step(action)\n", " rewards.append(reward)\n", " total_timesteps += 1\n", " if terminated or truncated or total_timesteps >= n_timesteps:\n", " path = {\n", " \"observations\": np.array(obervations),\n", " \"policy\": np.array(action_probs),\n", " \"actions\": np.array(actions),\n", " \"rewards\": np.array(rewards),\n", " \"cumulative_returns\": get_cumulative_returns(rewards),\n", " }\n", " paths.append(path)\n", " break\n", " return paths" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from pprint import pprint\n", "\n", "paths = rollout(env, agent, max_pathlength=5, n_timesteps=100)\n", "pprint(paths[-1])\n", "\n", "assert (paths[0]['policy'].shape == (5, n_actions))\n", "assert (paths[0]['cumulative_returns'].shape == (5,))\n", "assert (paths[0]['rewards'].shape == (5,))\n", "assert (paths[0]['observations'].shape == (5,) + observation_shape)\n", "assert (paths[0]['actions'].shape == (5,))\n", "\n", "print(\"It's ok\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 3: Auxiliary functions\n", "\n", "Now let's define the loss functions and something else for actual TRPO training." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The surrogate reward should be:\n", "$$J_{surr}= {1 \\over N} \\sum\\limits_{i=1}^N \\frac{\\pi_{\\theta}(s_i, a_i)}{\\pi_{\\theta_{old}}(s_i, a_i)}A_{\\theta_{old}(s_i, a_i)}$$\n", "\n", "For simplicity, in this assignment we are going to use cumulative rewards instead of advantage:\n", "$$J'_{surr}= {1 \\over N} \\sum\\limits_{i=1}^N \\frac{\\pi_{\\theta}(s_i, a_i)}{\\pi_{\\theta_{old}}(s_i, a_i)}G_{\\theta_{old}(s_i, a_i)}$$\n", "\n", "Since we want to maximize the reward, we are going to minimize the corresponding surrogate loss:\n", "$$ L_{surr} = - J'_{surr} $$\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_loss(agent, observations, actions, cumulative_returns, old_probs):\n", " \"\"\"\n", " Computes TRPO objective\n", " :param: observations - batch of observations [timesteps x state_shape]\n", " :param: actions - batch of actions [timesteps]\n", " :param: cumulative_returns - batch of cumulative returns [timesteps]\n", " :param: old_probs - batch of probabilities computed by old network [timesteps x num_actions]\n", " :returns: scalar value of the objective function\n", " \"\"\"\n", " batch_size = observations.shape[0]\n", " probs_all = agent.get_probs(observations)\n", "\n", " probs_for_actions = probs_all[torch.arange(batch_size), actions]\n", " old_probs_for_actions = old_probs[torch.arange(batch_size), actions]\n", "\n", " # Compute surrogate loss, aka importance-sampled policy gradient\n", " \n", "\n", " assert loss.ndim == 0\n", " return loss" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can ascend these gradients as long as our $\\pi_\\theta(a|s)$ satisfies the constraint\n", "$$\\mathbb{E}_{s,\\pi_{\\theta_{t}}} \\Big[ \\operatorname{KL} \\left( \\pi_{\\theta_{t}} (s) \\:\\|\\: \\pi_{\\theta_{t+1}} (s) \\right) \\Big] < \\alpha$$\n", "\n", "\n", "where\n", "\n", "$$\\operatorname{KL} \\left( p \\| q \\right) = \\mathbb{E}_p \\log \\left( \\frac p q \\right)$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_kl(agent, observations, actions, cumulative_returns, old_probs):\n", " \"\"\"\n", " Computes KL-divergence between network policy and old policy\n", " :param: observations - batch of observations [timesteps x state_shape]\n", " :param: actions - batch of actions [timesteps]\n", " :param: cumulative_returns - batch of cumulative returns [timesteps] (we don't need it actually)\n", " :param: old_probs - batch of probabilities computed by old network [timesteps x num_actions]\n", " :returns: scalar value of the KL-divergence\n", " \"\"\"\n", " batch_size = observations.shape[0]\n", " log_probs_all = agent.get_log_probs(observations)\n", " probs_all = torch.exp(log_probs_all)\n", "\n", " # Compute Kullback-Leibler divergence (see formula above).\n", " # Note: you need to sum KL and entropy over all actions, not just the ones agent took.\n", " # You will also need to compute max KL over all timesteps.\n", " old_log_probs = torch.log(old_probs + 1e-10)\n", "\n", " \n", "\n", " assert kl.ndim == 0\n", " assert (kl > -0.0001).all() and (kl < 10000).all()\n", " return kl" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def get_entropy(agent, observations):\n", " \"\"\"\n", " Computes entropy of the network policy\n", " :param: observations - batch of observations\n", " :returns: scalar value of the entropy\n", " \"\"\"\n", "\n", " observations = torch.tensor(observations, dtype=torch.float32)\n", "\n", " log_probs_all = agent.get_log_probs(observations)\n", " probs_all = torch.exp(log_probs_all)\n", "\n", " entropy = (-probs_all * log_probs_all).sum(dim=1).mean(dim=0)\n", "\n", " assert entropy.ndim == 0\n", " return entropy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Linear search**\n", "\n", "TRPO in its core involves ascending surrogate policy gradient constrained by KL divergence.\n", "\n", "In order to enforce this constraint, we're gonna use linesearch. You can find out more about it [here](https://en.wikipedia.org/wiki/Linear_search)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def linesearch(f, x: torch.Tensor, fullstep: torch.Tensor, max_kl: float, max_backtracks: int = 10, backtrack_coef: float = 0.5):\n", " \"\"\"\n", " Linesearch finds the best parameters of neural networks in the direction of fullstep contrainted by KL divergence.\n", " :param: f - function that returns loss, kl and arbitrary third component.\n", " :param: x - old parameters of neural network.\n", " :param: fullstep - direction in which we make search.\n", " :param: max_kl - constraint of KL divergence.\n", " :returns:\n", " \"\"\"\n", " loss, _, = f(x)\n", " for stepfrac in backtrack_coef**np.arange(max_backtracks):\n", " xnew = x + stepfrac * fullstep\n", " new_loss, kl = f(xnew)\n", " if kl <= max_kl and new_loss < loss:\n", " x = xnew\n", " loss = new_loss\n", " return x" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Conjugate gradients**\n", "\n", "Since TRPO includes contrainted optimization, we will need to solve $A x = b$ using conjugate gradients.\n", "\n", "In general, CG is an algorithm that solves $A x = b$ where $A$ is positive-defined. $A$ is the Hessian matrix so $A$ is positive-defined. You can find out more about CG [here](https://en.wikipedia.org/wiki/Conjugate_gradient_method)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def conjugate_gradient(f_Ax, b, cg_iters=10, residual_tol=1e-10):\n", " \"\"\"\n", " This method solves system of equation Ax=b using an iterative method called conjugate gradients\n", " :f_Ax: function that returns Ax\n", " :b: targets for Ax\n", " :cg_iters: how many iterations this method should do\n", " :residual_tol: epsilon for stability\n", " \"\"\"\n", " p = b.clone()\n", " r = b.clone()\n", " x = torch.zeros_like(b)\n", " rdotr = torch.sum(r*r)\n", " for i in range(cg_iters):\n", " z = f_Ax(p)\n", " v = rdotr / (torch.sum(p*z) + 1e-8)\n", " x += v * p\n", " r -= v * z\n", " newrdotr = torch.sum(r*r)\n", " mu = newrdotr / (rdotr + 1e-8)\n", " p = r + mu * p\n", " rdotr = newrdotr\n", " if rdotr < residual_tol:\n", " break\n", " return x" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# This code validates conjugate gradients\n", "A = np.random.rand(8, 8)\n", "A = A.T @ A\n", "\n", "\n", "def f_Ax(x):\n", " return torch.ravel(torch.tensor(A, dtype=torch.float32) @ x.reshape(-1, 1))\n", "\n", "\n", "b = np.random.rand(8)\n", "w = (np.linalg.inv(A.T @ A) @ A.T @ b.reshape(-1, 1)).reshape(-1)\n", "\n", "print(w)\n", "print(conjugate_gradient(f_Ax, torch.tensor(b, dtype=torch.float32)).numpy())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 4: training\n", "In this section we construct the whole update step function." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def update_step(agent, observations, actions, cumulative_returns, old_probs, max_kl):\n", " \"\"\"\n", " This function does the TRPO update step\n", " :param: observations - batch of observations\n", " :param: actions - batch of actions\n", " :param: cumulative_returns - batch of cumulative returns\n", " :param: old_probs - batch of probabilities computed by old network\n", " :param: max_kl - controls how big KL divergence may be between old and new policy every step.\n", " :returns: KL between new and old policies and the value of the loss function.\n", " \"\"\"\n", "\n", " # Here we prepare the information\n", " observations = torch.tensor(observations, dtype=torch.float32)\n", " actions = torch.tensor(actions, dtype=torch.int64)\n", " cumulative_returns = torch.tensor(cumulative_returns, dtype=torch.float32)\n", " old_probs = torch.tensor(old_probs, dtype=torch.float32)\n", "\n", " # Here we compute gradient of the loss function\n", " loss = get_loss(agent, observations, actions, cumulative_returns, old_probs)\n", " grads = torch.autograd.grad(loss, agent.parameters())\n", " loss_grad = torch.cat([torch.ravel(grad.detach()) for grad in grads])\n", "\n", " def Fvp(v):\n", " # Here we compute Fx to do solve Fx = g using conjugate gradients\n", " # We actually do here a couple of tricks to compute it efficiently\n", "\n", " kl = get_kl(agent, observations, actions, cumulative_returns, old_probs)\n", "\n", " grads = torch.autograd.grad(kl, agent.parameters(), create_graph=True)\n", " flat_grad_kl = torch.cat([grad.reshape(-1) for grad in grads])\n", "\n", " kl_v = (flat_grad_kl * v).sum()\n", " grads = torch.autograd.grad(kl_v, agent.parameters())\n", " flat_grad_grad_kl = torch.cat([torch.ravel(grad) for grad in grads]).detach()\n", "\n", " return flat_grad_grad_kl + v * 0.1\n", "\n", " # Here we solve Fx = g system using conjugate gradients\n", " stepdir = conjugate_gradient(Fvp, -loss_grad, 10)\n", "\n", " # Here we compute the initial vector to do linear search\n", " shs = 0.5 * (stepdir * Fvp(stepdir)).sum(0, keepdim=True)\n", "\n", " lm = torch.sqrt(shs / max_kl)\n", " fullstep = stepdir / lm[0]\n", "\n", " neggdotstepdir = (-loss_grad * stepdir).sum(0, keepdim=True)\n", "\n", " # Here we get the start point\n", " prev_params = get_flat_params_from(agent)\n", "\n", " def get_loss_kl(params):\n", " # Helper for linear search\n", " set_flat_params_to(agent, params)\n", " return [\n", " get_loss(agent, observations, actions, cumulative_returns, old_probs),\n", " get_kl(agent, observations, actions, cumulative_returns, old_probs),\n", " ]\n", "\n", " # Here we find our new parameters\n", " new_params = linesearch(get_loss_kl, prev_params, fullstep, max_kl)\n", "\n", " # And we set it to our network\n", " set_flat_params_to(agent, new_params)\n", "\n", " return get_loss_kl(new_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 5: Main TRPO loop\n", "\n", "Here we will train our network!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import time\n", "from itertools import count\n", "\n", "# TRPO hyperparameter; controls how big KL divergence may be between the old and the new policy at every step.\n", "max_kl = 0.01\n", "numeptotal = 0 # Number of episodes we have completed so far.\n", "\n", "start_time = time.time()\n", "\n", "for i in count(1):\n", " print(\"\\n********** Iteration %i ************\" % i)\n", "\n", " # Generating paths.\n", " print(\"Rollout\")\n", " paths = rollout(env, agent)\n", " print(\"Made rollout\")\n", "\n", " # Updating policy.\n", " observations = np.concatenate([path[\"observations\"] for path in paths])\n", " actions = np.concatenate([path[\"actions\"] for path in paths])\n", " returns = np.concatenate([path[\"cumulative_returns\"] for path in paths])\n", " old_probs = np.concatenate([path[\"policy\"] for path in paths])\n", "\n", " loss, kl = update_step(agent, observations, actions, returns, old_probs, max_kl)\n", "\n", " # Report current progress\n", " episode_rewards = np.array([path[\"rewards\"].sum() for path in paths])\n", "\n", " stats = {}\n", " numeptotal += len(episode_rewards)\n", " stats[\"Total number of episodes\"] = numeptotal\n", " stats[\"Average sum of rewards per episode\"] = episode_rewards.mean()\n", " stats[\"Std of rewards per episode\"] = episode_rewards.std()\n", " stats[\"Time elapsed\"] = \"%.2f mins\" % ((time.time() - start_time)/60.)\n", " stats[\"KL between old and new distribution\"] = kl.data.numpy()\n", " stats[\"Entropy\"] = get_entropy(agent, observations).data.numpy()\n", " stats[\"Surrogate loss\"] = loss.data.numpy()\n", " for k, v in stats.items():\n", " print(k + \": \" + \" \" * (40 - len(k)) + str(v))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Homework option I: better sampling (10+pts)\n", "\n", "In this section, you're invited to implement a better rollout strategy called _vine_.\n", "\n", "![img](https://s17.postimg.cc/i90chxgvj/vine.png)\n", "\n", "In most gym environments, you can actually backtrack by using states. You can find a wrapper that saves/loads states in [the MCTS seminar](https://github.com/yandexdataschool/Practical_RL/blob/master/week10_planning/seminar_MCTS.ipynb).\n", "\n", "You can read more about TRPO in the [original paper](https://arxiv.org/abs/1502.05477) in section 5.2.\n", "\n", "The goal here is to implement such rollout policy (we recommend using tree data structure like in the seminar above).\n", "Then you can assign cumulative rewards similar to `get_cumulative_rewards`, but for a tree.\n", "\n", "__bonus task__ - parallelize samples using multiple cores" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Homework option II (10+pts)\n", "\n", "Let's use TRPO to train evil robots! (pick any of two)\n", "* [MuJoCo robots](https://gymnasium.farama.org/environments/mujoco/#mujoco)\n", "* [Box2d robot](https://gymnasium.farama.org/environments/box2d/bipedal_walker/)\n", "\n", "The catch here is that those environments have continuous action spaces.\n", "\n", "Luckily, TRPO is a policy gradient method, so it's gonna work for any parametric $\\pi_\\theta(a|s)$. We recommend starting with gaussian policy:\n", "\n", "$$\\pi_\\theta(a|s) = N(\\mu_\\theta(s),\\sigma^2_\\theta(s)) = {1 \\over \\sqrt { 2 \\pi {\\sigma^2}_\\theta(s) } } e^{ (a -\n", "\\mu_\\theta(s))^2 \\over 2 {\\sigma^2}_\\theta(s) } $$\n", "\n", "In the $\\sqrt { 2 \\pi {\\sigma^2}_\\theta(s) }$ clause, $\\pi$ means ~3.1415926, not agent's policy.\n", "\n", "This essentially means that you will need two output layers:\n", "* $\\mu_\\theta(s)$, a dense layer with linear activation\n", "* ${\\sigma^2}_\\theta(s)$, a dense layer with activation tf.exp (to make it positive; like rho from bandits)\n", "\n", "For multidimensional actions, you can use a fully factorized gaussian (basically a vector of gaussians).\n", "\n", "__Bonus task__: compare the performance of the continuous action space method to action space discretization." ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: week09_policy_II/seminar_TRPO_tensorflow.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# launch XVFB if you run on a server\n", "import os\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's make a TRPO!\n", "\n", "In this notebook we will write the code of the one Trust Region Policy Optimization.\n", "As usually, it contains a few different parts which we are going to reproduce.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import tensorflow as tf" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gym\n", "\n", "env = gym.make(\"Acrobot-v1\")\n", "env.reset()\n", "observation_shape = env.observation_space.shape\n", "n_actions = env.action_space.n\n", "print(\"Observation Space\", env.observation_space)\n", "print(\"Action Space\", env.action_space)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "plt.imshow(env.render('rgb_array'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 1: Defining a network\n", "\n", "With all it's complexity, at it's core TRPO is yet another policy gradient method. \n", "\n", "This essentially means we're actually training a stochastic policy $ \\pi_\\theta(a|s) $. \n", "\n", "And yes, it's gonna be a neural network. So let's start by defining one." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# input tensors\n", "observations_ph = tf.placeholder(\n", " shape=(None, observation_shape[0]), dtype=tf.float32)\n", "# Actions that we made\n", "actions_ph = tf.placeholder(shape=(None,), dtype=tf.int32)\n", "# \"G = r + gamma*r' + gamma^2*r'' + ...\"\n", "cummulative_returns_ph = tf.placeholder(shape=(None,), dtype=tf.float32)\n", "# Action probabilities from previous iteration\n", "old_probs_ph = tf.placeholder(shape=(None, n_actions), dtype=tf.float32)\n", "\n", "all_inputs = [observations_ph, actions_ph,\n", " cummulative_returns_ph, old_probs_ph]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def denselayer(name, x, out_dim, nonlinearity=None):\n", " with tf.variable_scope(name):\n", " if nonlinearity is None:\n", " nonlinearity = tf.identity\n", "\n", " x_shape = x.get_shape().as_list()\n", "\n", " w = tf.get_variable('w', shape=[x_shape[1], out_dim])\n", " b = tf.get_variable(\n", " 'b', shape=[out_dim], initializer=tf.constant_initializer(0))\n", " o = nonlinearity(tf.matmul(x, w) + b)\n", "\n", " return o\n", "\n", "\n", "sess = tf.InteractiveSession()\n", "\n", "nn = observations_ph\n", "\n", "\n", "\n", "policy_out = \n", "\n", "probs_out = tf.exp(policy_out)\n", "\n", "weights = tf.trainable_variables()\n", "sess.run(tf.global_variables_initializer())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 2: Actions and rollouts\n", "\n", "In this section, we'll define functions that take actions $ a \\sim \\pi_\\theta(a|s) $ and rollouts $ $." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# compile function\n", "\n", "\n", "def act(obs, sample=True):\n", " \"\"\"\n", " Samples action from policy distribution (sample = True) or takes most likely action (sample = False)\n", " :param: obs - single observation vector\n", " :param sample: if True, samples from \\pi, otherwise takes most likely action\n", " :returns: action (single integer) and probabilities for all actions\n", " \"\"\"\n", "\n", " probs = sess.run(probs_out, feed_dict={\n", " observations_ph: obs.reshape((1, -1))})[0]\n", "\n", " if sample:\n", " action = int(np.random.choice(n_actions, p=probs))\n", " else:\n", " action = int(np.argmax(probs))\n", "\n", " return action, probs" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# demo\n", "print(\"sampled:\", [act(env.reset()) for _ in range(5)])\n", "print(\"greedy:\", [act(env.reset(), sample=False) for _ in range(5)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute cummulative reward just like you did in vanilla REINFORCE" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import scipy.signal\n", "\n", "\n", "def get_cummulative_returns(r, gamma=1):\n", " \"\"\"\n", " Computes cummulative discounted rewards given immediate rewards\n", " G_i = r_i + gamma*r_{i+1} + gamma^2*r_{i+2} + ...\n", " Also known as R(s,a).\n", " \"\"\"\n", " r = np.array(r)\n", " assert r.ndim >= 1\n", " return scipy.signal.lfilter([1], [1, -gamma], r[::-1], axis=0)[::-1]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# simple demo on rewards [0,0,1,0,0,1]\n", "get_cummulative_returns([0, 0, 1, 0, 0, 1], gamma=0.9)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Rollout**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def rollout(env, act, max_pathlength=2500, n_timesteps=50000):\n", " \"\"\"\n", " Generate rollouts for training.\n", " :param: env - environment in which we will make actions to generate rollouts.\n", " :param: act - the function that can return policy and action given observation.\n", " :param: max_pathlength - maximum size of one path that we generate.\n", " :param: n_timesteps - total sum of sizes of all pathes we generate.\n", " \"\"\"\n", " paths = []\n", "\n", " total_timesteps = 0\n", " while total_timesteps < n_timesteps:\n", " obervations, actions, rewards, action_probs = [], [], [], []\n", " obervation = env.reset()\n", " for _ in range(max_pathlength):\n", " action, policy = act(obervation)\n", " obervations.append(obervation)\n", " actions.append(action)\n", " action_probs.append(policy)\n", " obervation, reward, done, _ = env.step(action)\n", " rewards.append(reward)\n", " total_timesteps += 1\n", " if done or total_timesteps == n_timesteps:\n", " path = {\"observations\": np.array(obervations),\n", " \"policy\": np.array(action_probs),\n", " \"actions\": np.array(actions),\n", " \"rewards\": np.array(rewards),\n", " \"cumulative_returns\": get_cummulative_returns(rewards),\n", " }\n", " paths.append(path)\n", " break\n", " return paths" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "paths = rollout(env, act, max_pathlength=5, n_timesteps=100)\n", "print(paths[-1])\n", "assert (paths[0]['policy'].shape == (5, n_actions))\n", "assert (paths[0]['cumulative_returns'].shape == (5,))\n", "assert (paths[0]['rewards'].shape == (5,))\n", "assert (paths[0]['observations'].shape == (5,)+observation_shape)\n", "assert (paths[0]['actions'].shape == (5,))\n", "print('It\\'s ok')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 3: loss functions\n", "\n", "Now let's define the loss functions and constraints for actual TRPO training." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The surrogate reward should be\n", "$$J_{surr}= {1 \\over N} \\sum\\limits_{i=0}^N \\frac{\\pi_{\\theta}(s_i, a_i)}{\\pi_{\\theta_{old}}(s_i, a_i)}A_{\\theta_{old}(s_i, a_i)}$$\n", "\n", "For simplicity, let's use cummulative returns instead of advantage for now:\n", "$$J'_{surr}= {1 \\over N} \\sum\\limits_{i=0}^N \\frac{\\pi_{\\theta}(s_i, a_i)}{\\pi_{\\theta_{old}}(s_i, a_i)}G_{\\theta_{old}(s_i, a_i)}$$\n", "\n", "Or alternatively, minimize the surrogate loss:\n", "$$ L_{surr} = - J'_{surr} $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# select probabilities of chosen actions\n", "batch_size = tf.shape(observations_ph)[0]\n", "probs_all = tf.reshape(probs_out, [-1])\n", "probs_for_actions = tf.gather(probs_all, tf.range(\n", " 0, batch_size) * n_actions + actions_ph)\n", "old_probs_all = tf.reshape(old_probs_ph, [-1])\n", "old_probs_for_actions = tf.gather(\n", " old_probs_all, tf.range(0, batch_size) * n_actions + actions_ph)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Compute surrogate loss: negative importance-sampled policy gradient\n", "\n", "L_surr = " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# compute and return surrogate policy gradient\n", "def var_shape(x):\n", " return [k.value for k in x.get_shape()]\n", "\n", "\n", "def numel(x):\n", " return np.prod(var_shape(x))\n", "\n", "\n", "def flatgrad(loss, var_list):\n", " grads = tf.gradients(loss, var_list)\n", " return tf.concat([tf.reshape(grad, [numel(v)])\n", " for (v, grad) in zip(var_list, grads)], 0)\n", "\n", "\n", "flat_grad_surr = flatgrad(L_surr, weights)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can ascend these gradients as long as our $pi_\\theta(a|s)$ satisfies the constraint\n", "$$E_{s,\\pi_{\\Theta_{t}}}\\Big[KL(\\pi(\\Theta_{t}, s) \\:||\\:\\pi(\\Theta_{t+1}, s))\\Big] < \\alpha$$\n", "\n", "\n", "where\n", "\n", "$$KL(p||q) = E _p log({p \\over q})$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Compute Kullback-Leibler divergence (see formula above)\n", "# Note: you need to sum KL and entropy over all actions, not just the ones agent took\n", "old_log_probs = tf.log(old_probs_ph+1e-10)\n", "\n", "kl = \n", "\n", "# Compute policy entropy\n", "entropy = \n", "\n", "losses = [L_surr, kl, entropy]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Linear search**\n", "\n", "TRPO in its core involves ascending surrogate policy gradient constrained by KL divergence. \n", "\n", "In order to enforce this constraint, we're gonna use linesearch. You can find out more about it [here](https://en.wikipedia.org/wiki/Linear_search)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def linesearch(f, x, fullstep, max_kl):\n", " \"\"\"\n", " Linesearch finds the best parameters of neural networks in the direction of fullstep contrainted by KL divergence.\n", " :param: f - function that returns loss, kl and arbitrary third component.\n", " :param: x - old parameters of neural network.\n", " :param: fullstep - direction in which we make search.\n", " :param: max_kl - constraint of KL divergence.\n", " :returns:\n", " \"\"\"\n", " max_backtracks = 10\n", " loss, _, _ = f(x)\n", " for stepfrac in .5**np.arange(max_backtracks):\n", " xnew = x + stepfrac * fullstep\n", " new_loss, kl, _ = f(xnew)\n", " actual_improve = new_loss - loss\n", " if kl <= max_kl and actual_improve < 0:\n", " x = xnew\n", " loss = new_loss\n", " return x" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Step 4: training\n", "In this section we construct rest parts of our computational graph" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def slice_vector(vector, shapes):\n", " \"\"\"\n", " Slices symbolic vector into several symbolic tensors of given shapes.\n", " Auxilary function used to un-flatten gradients, tangents etc.\n", " :param vector: 1-dimensional symbolic vector\n", " :param shapes: list or tuple of shapes (list, tuple or symbolic)\n", " :returns: list of symbolic tensors of given shapes\n", " \"\"\"\n", " assert len(vector.get_shape()) == 1, \"vector must be 1-dimensional\"\n", " start = 0\n", " tensors = []\n", " for shape in shapes:\n", " size = np.prod(shape)\n", " tensor = tf.reshape(vector[start:(start + size)], shape)\n", " tensors.append(tensor)\n", " start += size\n", " return tensors" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# intermediate grad in conjugate_gradient\n", "conjugate_grad_intermediate_vector = tf.placeholder(\n", " dtype=tf.float32, shape=(None,))\n", "\n", "# slice flat_tangent into chunks for each weight\n", "weight_shapes = [sess.run(var).shape for var in weights]\n", "tangents = slice_vector(conjugate_grad_intermediate_vector, weight_shapes)\n", "\n", "# KL divergence where first arg is fixed\n", "kl_firstfixed = tf.reduce_sum((tf.stop_gradient(probs_out) * (tf.stop_gradient(\n", " tf.log(probs_out)) - tf.log(probs_out)))) / tf.cast(batch_size, tf.float32)\n", "\n", "# compute fisher information matrix (used for conjugate gradients and to estimate KL)\n", "gradients = tf.gradients(kl_firstfixed, weights)\n", "gradient_vector_product = [tf.reduce_sum(\n", " g[0] * t) for (g, t) in zip(gradients, tangents)]\n", "\n", "fisher_vec_prod = flatgrad(gradient_vector_product, weights)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### TRPO helpers\n", "\n", "Here we define a few helper functions used in the main TRPO loop" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Conjugate gradients**\n", "\n", "Since TRPO includes contrainted optimization, we will need to solve Ax=b using conjugate gradients.\n", "\n", "In general, CG is an algorithm that solves Ax=b where A is positive-defined. A is Hessian matrix so A is positive-defined. You can find out more about them [here](https://en.wikipedia.org/wiki/Conjugate_gradient_method)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from numpy.linalg import inv\n", "\n", "\n", "def conjugate_gradient(f_Ax, b, cg_iters=10, residual_tol=1e-10):\n", " \"\"\"\n", " This method solves system of equation Ax=b using iterative method called conjugate gradients\n", " :f_Ax: function that returns Ax\n", " :b: targets for Ax\n", " :cg_iters: how many iterations this method should do\n", " :residual_tol: epsilon for stability\n", " \"\"\"\n", " p = b.copy()\n", " r = b.copy()\n", " x = np.zeros_like(b)\n", " rdotr = r.dot(r)\n", " for i in range(cg_iters):\n", " z = f_Ax(p)\n", " v = rdotr / (p.dot(z) + 1e-8)\n", " x += v * p\n", " r -= v * z\n", " newrdotr = r.dot(r)\n", " mu = newrdotr / (rdotr + 1e-8)\n", " p = r + mu * p\n", " rdotr = newrdotr\n", " if rdotr < residual_tol:\n", " break\n", " return x" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# This code validates conjugate gradients\n", "A = np.random.rand(8, 8)\n", "A = np.matmul(np.transpose(A), A)\n", "\n", "\n", "def f_Ax(x):\n", " return np.matmul(A, x.reshape(-1, 1)).reshape(-1)\n", "\n", "\n", "b = np.random.rand(8)\n", "\n", "w = np.matmul(np.matmul(inv(np.matmul(np.transpose(A), A)),\n", " np.transpose(A)), b.reshape((-1, 1))).reshape(-1)\n", "print(w)\n", "print(conjugate_gradient(f_Ax, b))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Compile a function that exports network weights as a vector\n", "flat_weights = tf.concat([tf.reshape(var, [-1]) for var in weights], axis=0)\n", "\n", "# ... and another function that imports vector back into network weights\n", "flat_weights_placeholder = tf.placeholder(tf.float32, shape=(None,))\n", "assigns = slice_vector(flat_weights_placeholder, weight_shapes)\n", "\n", "load_flat_weights = [w.assign(ph) for w, ph in zip(weights, assigns)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Step 5: Main TRPO loop\n", "\n", "Here we will train our network!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import time\n", "from itertools import count\n", "from collections import OrderedDict\n", "\n", "# this is hyperparameter of TRPO. It controls how big KL divergence may be between old and new policy every step.\n", "max_kl = 0.01\n", "cg_damping = 0.1 # This parameters regularize addition to\n", "numeptotal = 0 # this is number of episodes that we played.\n", "\n", "start_time = time.time()\n", "\n", "for i in count(1):\n", "\n", " print(\"\\n********** Iteration %i ************\" % i)\n", "\n", " # Generating paths.\n", " print(\"Rollout\")\n", " paths = rollout(env, act)\n", " print(\"Made rollout\")\n", "\n", " # Updating policy.\n", " observations = np.concatenate([path[\"observations\"] for path in paths])\n", " actions = np.concatenate([path[\"actions\"] for path in paths])\n", " returns = np.concatenate([path[\"cumulative_returns\"] for path in paths])\n", " old_probs = np.concatenate([path[\"policy\"] for path in paths])\n", " inputs_batch = [observations, actions, returns, old_probs]\n", " feed_dict = {observations_ph: observations,\n", " actions_ph: actions,\n", " old_probs_ph: old_probs,\n", " cummulative_returns_ph: returns,\n", " }\n", " old_weights = sess.run(flat_weights)\n", "\n", " def fisher_vector_product(p):\n", " \"\"\"gets intermediate grads (p) and computes fisher*vector \"\"\"\n", " feed_dict[conjugate_grad_intermediate_vector] = p\n", " return sess.run(fisher_vec_prod, feed_dict) + cg_damping * p\n", "\n", " flat_grad = sess.run(flat_grad_surr, feed_dict)\n", "\n", " stepdir = conjugate_gradient(fisher_vector_product, -flat_grad)\n", " shs = .5 * stepdir.dot(fisher_vector_product(stepdir))\n", " lm = np.sqrt(shs / max_kl)\n", " fullstep = stepdir / lm\n", "\n", " # Compute new weights with linesearch in the direction we found with CG\n", "\n", " def losses_f(flat_weights):\n", " feed_dict[flat_weights_placeholder] = flat_weights\n", " sess.run(load_flat_weights, feed_dict)\n", " return sess.run(losses, feed_dict)\n", "\n", " new_weights = linesearch(losses_f, old_weights, fullstep, max_kl)\n", " feed_dict[flat_weights_placeholder] = new_weights\n", " sess.run(load_flat_weights, feed_dict)\n", "\n", " # Report current progress\n", " L_surr, kl, entropy = sess.run(losses, feed_dict)\n", " episode_rewards = np.array([path[\"rewards\"].sum() for path in paths])\n", "\n", " stats = OrderedDict()\n", " numeptotal += len(episode_rewards)\n", " stats[\"Total number of episodes\"] = numeptotal\n", " stats[\"Average sum of rewards per episode\"] = episode_rewards.mean()\n", " stats[\"Std of rewards per episode\"] = episode_rewards.std()\n", " stats[\"Entropy\"] = entropy\n", " stats[\"Time elapsed\"] = \"%.2f mins\" % ((time.time() - start_time)/60.)\n", " stats[\"KL between old and new distribution\"] = kl\n", " stats[\"Surrogate loss\"] = L_surr\n", " for k, v in stats.items():\n", " print(k + \": \" + \" \" * (40 - len(k)) + str(v))\n", " i += 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Homework option I: better sampling (10+pts)\n", "\n", "In this section, you're invited to implement a better rollout strategy called _vine_.\n", "\n", "![img](https://s17.postimg.cc/i90chxgvj/vine.png)\n", "\n", "In most gym environments, you can actually backtrack by using states. You can find a wrapper that saves/loads states in [the mcts seminar](https://github.com/yandexdataschool/Practical_RL/blob/master/week10_planning/seminar_MCTS.ipynb).\n", "\n", "You can read more about in the [TRPO article](https://arxiv.org/abs/1502.05477) in section 5.2.\n", "\n", "The goal here is to implement such rollout policy (we recommend using tree data structure like in the seminar above).\n", "Then you can assign cummulative rewards similar to `get_cummulative_rewards`, but for a tree.\n", "\n", "__bonus task__ - parallelize samples using multiple cores" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Homework option II (10+pts)\n", "\n", "Let's use TRPO to train evil robots! (pick any of two)\n", "* [MuJoCo robots](https://gym.openai.com/envs#mujoco)\n", "* [Box2d robot](https://gym.openai.com/envs/BipedalWalker-v2)\n", "\n", "The catch here is that those environments have continuous action spaces. \n", "\n", "Luckily, TRPO is a policy gradient method, so it's gonna work for any parametric $\\pi_\\theta(a|s)$. We recommend starting with gaussian policy:\n", "\n", "$$\\pi_\\theta(a|s) = N(\\mu_\\theta(s),\\sigma^2_\\theta(s)) = {1 \\over \\sqrt { 2 \\pi {\\sigma^2}_\\theta(s) } } e^{ (a - \n", "\\mu_\\theta(s))^2 \\over 2 {\\sigma^2}_\\theta(s) } $$\n", "\n", "In the $\\sqrt { 2 \\pi {\\sigma^2}_\\theta(s) }$ clause, $\\pi$ means ~3.1415926, not agent's policy.\n", "\n", "This essentially means that you will need two output layers:\n", "* $\\mu_\\theta(s)$, a dense layer with linear activation\n", "* ${\\sigma^2}_\\theta(s)$, a dense layer with activation tf.exp (to make it positive; like rho from bandits)\n", "\n", "For multidimensional actions, you can use fully factorized gaussian (basically a vector of gaussians).\n", "\n", "__bonus task__: compare performance of continuous action space method to action space discretization" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week09_policy_II/td3_and_sac/hw-continuous-control_pytorch.ipynb ================================================ { "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", "\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/week09_policy_II/td3_and_sac/logger.py\n", "\n", " !pip -q install gymnasium[mujoco]\n", " !pip -q install tensorboardX\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Continuous Control\n", "\n", "\n", "In this notebook you will solve continuous control environment using either [Twin Delayed DDPG (TD3)](https://arxiv.org/pdf/1802.09477.pdf) or [Soft Actor-Critic (SAC)](https://arxiv.org/pdf/1801.01290.pdf). Both are off-policy algorithms that are current go-to algorithms for continuous control tasks.\n", "\n", "**Select one** of these two algorithms (TD3 or SAC) to implement. Both algorithms are extensions of basic [Deep Deterministic Policy Gradient (DDPG)](https://arxiv.org/abs/1509.02971) algorithm, and DDPG is kind of \"DQN with another neural net approximating greedy policy\", and all that differs is a set of stabilization tricks:\n", "* TD3 trains deterministic policy, while SAC uses *stochastic policy*. This means that for SAC you can solve exploration-exploitation trade-off by simple sampling from policy, while in TD3 you will have to add noise to your actions.\n", "* TD3 proposes to stabilize targets by adding a *clipped noise* to actions, which slightly prevents overestimation. In SAC, we formally switch to formalism of Maximum Entropy RL and add *entropy bonus* into our value function.\n", "\n", "Also both algorithms utilize a *twin trick*: train two critics and use pessimistic targets by taking minimum from two proposals. Standard trick with target networks is also necessary. We will go through all these tricks step-by-step.\n", "\n", "SAC is probably less clumsy scheme than TD3, but requires a bit more code to implement. More detailed description of algorithms can be found in Spinning Up documentation:\n", "* on [DDPG](https://spinningup.openai.com/en/latest/algorithms/ddpg.html)\n", "* on [TD3](https://spinningup.openai.com/en/latest/algorithms/td3.html)\n", "* on [SAC](https://spinningup.openai.com/en/latest/algorithms/sac.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Environment" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we will create an instance of the environment." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:41:00.003174Z", "start_time": "2020-09-16T18:40:59.921640Z" } }, "outputs": [], "source": [ "env = gym.make(\"Ant-v4\", render_mode=\"rgb_array\")\n", "\n", "# we want to look inside\n", "env.reset()\n", "\n", "# examples of states and actions\n", "print(\"observation space: \", env.observation_space,\n", " \"\\nobservations:\", env.reset()[0])\n", "print(\"action space: \", env.action_space,\n", " \"\\naction_sample: \", env.action_space.sample())" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.imshow(env.render())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's run random policy and see how it looks." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class RandomActor():\n", " def get_action(self, states):\n", " assert len(states.shape) == 1, \"can't work with batches\"\n", " return env.action_space.sample()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s, _ = env.reset()\n", "rewards_per_step = []\n", "actor = RandomActor()\n", "\n", "for i in range(10000):\n", " a = actor.get_action(s)\n", " s, r, terminated, truncated, _ = env.step(a)\n", "\n", " rewards_per_step.append(r)\n", "\n", " if terminated or truncated:\n", " s, _ = env.reset()\n", " print(\"done: \", i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, basically most episodes are 1000 steps long (then happens termination by time), though sometimes we are terminated earlier if simulation discovers some obvious reasons to think that we crashed our ant. Important thing about continuous control tasks like this is that we receive non-trivial signal at each step: " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "rewards_per_step[100:110]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This dense signal will guide our optimizations. It also partially explains why off-policy algorithms are more effective and sample-efficient than on-policy algorithms like PPO: 1-step targets are already quite informative." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will add only one wrapper to our environment to simply write summaries, mainly, the total reward during an episode." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from logger import TensorboardSummaries as Summaries\n", "\n", "env = gym.make(\"Ant-v4\", render_mode=\"rgb_array\")\n", "env = Summaries(env, \"MyFirstWalkingAnt\");\n", "\n", "state_dim = env.observation_space.shape[0] # dimension of state space (27 numbers)\n", "action_dim = env.action_space.shape[0] # dimension of action space (8 numbers)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start with *critic* model. On the one hand, it will function as an approximation of $Q^*(s, a)$, on the other hand it evaluates current actor $\\pi$ and can be viewed as $Q^{\\pi}(s, a)$. This critic will take both state $s$ and action $a$ as input and output a scalar value. Recommended architecture is 3-layered MLP.\n", "\n", "**Danger:** when models have a scalar output it is a good rule to squeeze it to avoid unexpected broadcasting, since [batch_size, 1] broadcasts with many tensor sizes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "DEVICE = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", "\n", "class Critic(nn.Module):\n", " def __init__(self, state_dim, action_dim):\n", " super().__init__() \n", "\n", " \n", "\n", " def get_qvalues(self, states, actions):\n", " '''\n", " input:\n", " states - tensor, (batch_size x features)\n", " actions - tensor, (batch_size x actions_dim)\n", " output:\n", " qvalues - tensor, critic estimation, (batch_size)\n", " '''\n", " qvalues = \n", "\n", " assert len(qvalues.shape) == 1 and qvalues.shape[0] == states.shape[0]\n", " \n", " return qvalues" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's define a policy, or an actor $\\pi$. Use architecture, similar to critic (3-layered MLP). The output depends on algorithm:\n", "\n", "For **TD3**, model *deterministic policy*. You should output `action_dim` numbers in range $[-1, 1]$. Unfortunately, deterministic policies lead to problems with stability and exploration, so we will need three \"modes\" of how this policy can be operating:\n", "* First one - greedy - is a simple feedforward pass through network that will be used to train the actor.\n", "* Second one - exploration mode - is when we need to add noise (e.g. Gaussian) to our actions to collect more diverse data. \n", "* Third mode - \"clipped noised\" - will be used when we will require a target for critic, where we need to somehow \"noise\" our actor output, but not too much, so we add *clipped noise* to our output:\n", "$$\\pi_{\\theta}(s) + \\varepsilon, \\quad \\varepsilon = \\operatorname{clip}(\\epsilon, -0.5, 0.5), \\epsilon \\sim \\mathcal{N}(0, \\sigma^2 I)$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:41:06.246418Z", "start_time": "2020-09-16T18:41:05.841255Z" } }, "outputs": [], "source": [ "# template for TD3; template for SAC is below\n", "class TD3_Actor(nn.Module):\n", " def __init__(self, state_dim, action_dim):\n", " super().__init__() \n", "\n", " \n", "\n", " def get_action(self, states, std_noise=0.1):\n", " '''\n", " Used to collect data by interacting with environment,\n", " so your have to add some noise to actions.\n", " input:\n", " states - numpy, (batch_size x features)\n", " output:\n", " actions - numpy, (batch_size x actions_dim)\n", " '''\n", " # no gradient computation is required here since we will use this only for interaction\n", " with torch.no_grad():\n", " actions = \n", " \n", " assert isinstance(actions, (list,np.ndarray)), \"convert actions to numpy to send into env\"\n", " assert actions.max() <= 1. and actions.min() >= -1, \"actions must be in the range [-1, 1]\"\n", " return actions\n", " \n", " def get_best_action(self, states):\n", " '''\n", " Will be used to optimize actor. Requires differentiable w.r.t. parameters actions.\n", " input:\n", " states - PyTorch tensor, (batch_size x features)\n", " output:\n", " actions - PyTorch tensor, (batch_size x actions_dim)\n", " '''\n", " actions = \n", " \n", " assert actions.requires_grad, \"you must be able to compute gradients through actions\"\n", " return actions\n", " \n", " def get_target_action(self, states, std_noise=0.2, clip_eta=0.5):\n", " '''\n", " Will be used to create target for critic optimization.\n", " Returns actions with added \"clipped noise\".\n", " input:\n", " states - PyTorch tensor, (batch_size x features)\n", " output:\n", " actions - PyTorch tensor, (batch_size x actions_dim)\n", " '''\n", " # no gradient computation is required here since we will use this only for interaction\n", " with torch.no_grad():\n", " actions = \n", " \n", " # actions can fly out of [-1, 1] range after added noise\n", " return actions.clamp(-1, 1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For **SAC**, model *gaussian policy*. This means policy distribution is going to be multivariate normal with diagonal covariance. The policy head will predict the mean and covariance, and it should be guaranteed that covariance is non-negative. **Important:** the way you model covariance strongly influences optimization procedure, so here are some options: let $f_{\\theta}$ be the output of covariance head, then:\n", "* use exponential function $\\sigma(s) = \\exp(f_{\\theta}(s))$\n", "* transform output to $[-1, 1]$ using `tanh`, then project output to some interval $[m, M]$, where $m = -20$, $M = 2$ and then use exponential function. This will guarantee the range of modeled covariance is adequate. So, the resulting formula is:\n", "$$\\sigma(s) = \\exp^{m + 0.5(M - m)(\\tanh(f_{\\theta}(s)) + 1)}$$\n", "* `softplus` operation $\\sigma(s) = \\log(1 + \\exp^{f_{\\theta}(s)})$ seems to work poorly here. o_O\n", "\n", "**Note**: `torch.distributions.Normal` already has everything you will need to work with such policy after you modeled mean and covariance, i.e. sampling via reparametrization trick (see `rsample` method) and compute log probability (see `log_prob` method).\n", "\n", "There is one more problem with gaussian distribution. We need to force our actions to be in $[-1, 1]$ bound. To achieve this, model unbounded gaussian $\\mathcal{N}(\\mu_{\\theta}(s), \\sigma_{\\theta}(s)^2I)$, where $\\mu$ can be arbitrary. Then every time you have samples $u$ from this gaussian policy, squash it using $\\operatorname{tanh}$ function to get a sample from $[-1, 1]$:\n", "$$u \\sim \\mathcal{N}(\\mu, \\sigma^2I)$$\n", "$$a = \\operatorname{tanh}(u)$$\n", "\n", "**Important:** after that you are required to use change of variable formula every time you compute likelihood (see appendix C in [paper on SAC](https://arxiv.org/pdf/1801.01290.pdf) for details):\n", "$$\\log p(a \\mid \\mu, \\sigma) = \\log p(u \\mid \\mu, \\sigma) - \\sum_{i = 1}^D \\log (1 - \\operatorname{tanh}^2(u_i)),$$\n", "where $D$ is `action_dim`. In practice, add something like 1e-6 inside logarithm to protect from computational instabilities." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:41:06.246418Z", "start_time": "2020-09-16T18:41:05.841255Z" } }, "outputs": [], "source": [ "# template for SAC\n", "from torch.distributions import Normal\n", "\n", "class SAC_Actor(nn.Module):\n", " def __init__(self, state_dim, action_dim):\n", " super().__init__() \n", "\n", " \n", " \n", " def apply(self, states):\n", " '''\n", " For given batch of states samples actions and also returns its log prob.\n", " input:\n", " states - PyTorch tensor, (batch_size x features)\n", " output:\n", " actions - PyTorch tensor, (batch_size x action_dim)\n", " log_prob - PyTorch tensor, (batch_size)\n", " '''\n", " \n", " \n", " return actions, log_prob \n", "\n", " def get_action(self, states):\n", " '''\n", " Used to interact with environment by sampling actions from policy\n", " input:\n", " states - numpy, (batch_size x features)\n", " output:\n", " actions - numpy, (batch_size x actions_dim)\n", " '''\n", " # no gradient computation is required here since we will use this only for interaction\n", " with torch.no_grad():\n", " \n", " # hint: you can use `apply` method here\n", " actions = \n", " \n", " assert isinstance(actions, (list,np.ndarray)), \"convert actions to numpy to send into env\"\n", " assert actions.max() <= 1. and actions.min() >= -1, \"actions must be in the range [-1, 1]\"\n", " return actions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ReplayBuffer\n", "\n", "The same as in DQN. You can copy code from your DQN assignment, just check that it works fine with continuous actions (probably it is). \n", "\n", "Let's recall the interface:\n", "* `exp_replay.add(obs, act, rw, next_obs, done)` - saves (s,a,r,s',done) tuple into the buffer\n", "* `exp_replay.sample(batch_size)` - returns observations, actions, rewards, next_observations and is_done for `batch_size` random samples.\n", "* `len(exp_replay)` - returns number of elements stored in replay buffer." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class ReplayBuffer():\n", " def __init__(self, size):\n", " \"\"\"\n", " Create Replay buffer.\n", " Parameters\n", " ----------\n", " size: int\n", " Max number of transitions to store in the buffer. When the buffer\n", " overflows the old memories are dropped.\n", "\n", " Note: for this assignment you can pick any data structure you want.\n", " If you want to keep it simple, you can store a list of tuples of (s, a, r, s') in self._storage\n", " However you may find out there are faster and/or more memory-efficient ways to do so.\n", " \"\"\"\n", " self._storage = []\n", " self._maxsize = size\n", "\n", " # OPTIONAL: YOUR CODE\n", "\n", " def __len__(self):\n", " return len(self._storage)\n", "\n", " def add(self, obs_t, action, reward, obs_tp1, done):\n", " '''\n", " Make sure, _storage will not exceed _maxsize. \n", " Make sure, FIFO rule is being followed: the oldest examples has to be removed earlier\n", " ''' \n", " data = (obs_t, action, reward, obs_tp1, done)\n", " storage = self._storage\n", " maxsize = self._maxsize\n", " \n", " # add data to storage\n", "\n", " def sample(self, batch_size):\n", " \"\"\"Sample a batch of experiences.\n", " Parameters\n", " ----------\n", " batch_size: int\n", " How many transitions to sample.\n", " Returns\n", " -------\n", " obs_batch: np.array\n", " batch of observations\n", " act_batch: np.array\n", " batch of actions executed given obs_batch\n", " rew_batch: np.array\n", " rewards received as results of executing act_batch\n", " next_obs_batch: np.array\n", " next set of observations seen after executing act_batch\n", " done_mask: np.array\n", " done_mask[i] = 1 if executing act_batch[i] resulted in\n", " the end of an episode and 0 otherwise.\n", " \"\"\"\n", " storage = self._storage\n", " \n", " # randomly generate batch_size integers\n", " # to be used as indexes of samples\n", " \n", " \n", " # collect for each index\n", " \n", " return \n", " # , , , , " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "exp_replay = ReplayBuffer(10)\n", "\n", "for _ in range(30):\n", " exp_replay.add(env.reset()[0], env.action_space.sample(),\n", " 1.0, env.reset()[0], done=False)\n", "\n", "obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(\n", " 5)\n", "\n", "assert len(exp_replay) == 10, \"experience replay size should be 10 because that's what maximum capacity is\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def play_and_record(initial_state, agent, env, exp_replay, n_steps=1):\n", " \"\"\"\n", " Play the game for exactly n steps, record every (s,a,r,s', done) to replay buffer. \n", " Whenever game ends, add record with done=True and reset the game.\n", " It is guaranteed that env has done=False when passed to this function.\n", "\n", " :returns: return sum of rewards over time and the state in which the env stays\n", " \"\"\"\n", " s = initial_state\n", " sum_rewards = 0\n", "\n", " # Play the game for n_steps as per instructions above\n", " for t in range(n_steps):\n", " \n", " # select action using policy with exploration\n", " a = \n", " \n", " ns, r, terminated, truncated, _ = env.step(a)\n", " \n", " exp_replay.add(s, a, r, ns, terminated)\n", " \n", " s = env.reset()[0] if terminated or truncated else ns\n", " \n", " sum_rewards += r \n", "\n", " return sum_rewards, s" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#testing your code.\n", "exp_replay = ReplayBuffer(2000)\n", "actor = (state_dim, action_dim).to(DEVICE)\n", "\n", "state, _ = env.reset()\n", "play_and_record(state, actor, env, exp_replay, n_steps=1000)\n", "\n", "# if you're using your own experience replay buffer, some of those tests may need correction.\n", "# just make sure you know what your code does\n", "assert len(exp_replay) == 1000, \"play_and_record should have added exactly 1000 steps, \"\\\n", " \"but instead added %i\" % len(exp_replay)\n", "is_dones = list(zip(*exp_replay._storage))[-1]\n", "\n", "for _ in range(100):\n", " obs_batch, act_batch, reward_batch, next_obs_batch, is_done_batch = exp_replay.sample(\n", " 10)\n", " assert obs_batch.shape == next_obs_batch.shape == (10,) + (state_dim,)\n", " assert act_batch.shape == (\n", " 10, action_dim), \"actions batch should have shape (10, 8) but is instead %s\" % str(act_batch.shape)\n", " assert reward_batch.shape == (\n", " 10,), \"rewards batch should have shape (10,) but is instead %s\" % str(reward_batch.shape)\n", " assert is_done_batch.shape == (\n", " 10,), \"is_done batch should have shape (10,) but is instead %s\" % str(is_done_batch.shape)\n", " assert [int(i) in (0, 1)\n", " for i in is_dones], \"is_done should be strictly True or False\"\n", "\n", "print(\"Well done!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialization\n", "\n", "Let's start initializing our algorithm. Here is our hyperparameters:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "gamma=0.99 # discount factor\n", "max_buffer_size = 10**5 # size of experience replay\n", "start_timesteps = 5000 # size of experience replay when start training\n", "timesteps_per_epoch=1 # steps in environment per step of network updates\n", "batch_size=128 # batch size for all optimizations\n", "max_grad_norm=10 # max grad norm for all optimizations\n", "tau=0.005 # speed of updating target networks\n", "policy_update_freq=<> # frequency of actor update; vanilla choice is 2 for TD3 or 1 for SAC\n", "alpha=0.1 # temperature for SAC\n", "\n", "# iterations passed\n", "n_iterations = 0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is our experience replay:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# experience replay\n", "exp_replay = ReplayBuffer(max_buffer_size)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is our models: *two* critics and one actor." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# models to train\n", "actor = (state_dim, action_dim).to(DEVICE)\n", "critic1 = Critic(state_dim, action_dim).to(DEVICE)\n", "critic2 = Critic(state_dim, action_dim).to(DEVICE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To stabilize training, we will require **target networks** - slow updating copies of our models. In **TD3**, both critics and actor have their copies, in **SAC** it is assumed that only critics require target copies while actor is always used fresh." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# target networks: slow-updated copies of actor and two critics\n", "target_critic1 = Critic(state_dim, action_dim).to(DEVICE)\n", "target_critic2 = Critic(state_dim, action_dim).to(DEVICE)\n", "target_actor = TD3_Actor(state_dim, action_dim).to(DEVICE) # comment this line if you chose SAC\n", "\n", "# initialize them as copies of original models\n", "target_critic1.load_state_dict(critic1.state_dict())\n", "target_critic2.load_state_dict(critic2.state_dict())\n", "target_actor.load_state_dict(actor.state_dict()) # comment this line if you chose SAC " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In continuous control, target networks are usually updated using exponential smoothing:\n", "$$\\theta^{-} \\leftarrow \\tau \\theta + (1 - \\tau) \\theta^{-},$$\n", "where $\\theta^{-}$ are target network weights, $\\theta$ - fresh parameters, $\\tau$ - hyperparameter. This util function will do it:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def update_target_networks(model, target_model):\n", " for param, target_param in zip(model.parameters(), target_model.parameters()):\n", " target_param.data.copy_(tau * param.data + (1 - tau) * target_param.data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we will have three optimization procedures to train our three models, so let's welcome our three Adams:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# optimizers: for every model we have\n", "opt_actor = torch.optim.Adam(actor.parameters(), lr=3e-4)\n", "opt_critic1 = torch.optim.Adam(critic1.parameters(), lr=3e-4)\n", "opt_critic2 = torch.optim.Adam(critic2.parameters(), lr=3e-4)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# just to avoid writing this code three times\n", "def optimize(name, model, optimizer, loss):\n", " '''\n", " Makes one step of SGD optimization, clips norm with max_grad_norm and \n", " logs everything into tensorboard\n", " '''\n", " loss = loss.mean()\n", " optimizer.zero_grad()\n", " loss.backward()\n", " grad_norm = nn.utils.clip_grad_norm_(model.parameters(), max_grad_norm)\n", " optimizer.step()\n", "\n", " # logging\n", " env.writer.add_scalar(name, loss.item(), n_iterations)\n", " env.writer.add_scalar(name + \"_grad_norm\", grad_norm.item(), n_iterations)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Critic target computation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's discuss our losses for critic and actor.\n", "\n", "To train both critics we would like to minimize MSE using 1-step targets: for one sampled transition $(s, a, r, s')$ it should look something like this:\n", "$$y(s, a) = r + \\gamma V(s').$$\n", "\n", "How do we evaluate next state and compute $V(s')$? Well, technically Monte-Carlo estimation looks simple:\n", "$$V(s') \\approx Q(s', a')$$\n", "where (important!) $a'$ is a sample from our current policy $\\pi(a' \\mid s')$.\n", "\n", "But out actor $\\pi$ will be actually trained to search for actions $a'$ where our critic gives big estimates, and this straightforward approach leads to serious overesimation issues. We require some hacks. First, we will use target networks for $Q$ (and **TD3** also uses target network for $\\pi$). Second, we will use *two* critics and take minimum across their estimations:\n", "$$V(s') = \\min_{i = 1,2} Q^{-}_i(s', a'),$$\n", "where $a'$ is sampled from target policy $\\pi^{-}(a' \\mid s')$ in **TD3** and from fresh policy $\\pi(a' \\mid s')$ in **SAC**.\n", "\n", "###### And the last but not the least:\n", "* in **TD3** to compute $a'$ use *mode with clipped noise* that will prevent our policy from exploiting narrow peaks in our critic approximation;\n", "* in **SAC** add (estimation of) entropy bonus in next state $s'$:\n", "$$V(s') = \\min_{i = 1,2} Q^{-}_i(s', a') - \\alpha \\log \\pi (a' \\mid s')$$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_critic_target(rewards, next_states, is_done):\n", " '''\n", " Important: use target networks for this method! Do not use \"fresh\" models except fresh policy in SAC!\n", " input:\n", " rewards - PyTorch tensor, (batch_size)\n", " next_states - PyTorch tensor, (batch_size x features)\n", " is_done - PyTorch tensor, (batch_size)\n", " output:\n", " critic target - PyTorch tensor, (batch_size)\n", " '''\n", " with torch.no_grad():\n", " critic_target = \n", " \n", " assert not critic_target.requires_grad, \"target must not require grad.\"\n", " assert len(critic_target.shape) == 1, \"dangerous extra dimension in target?\"\n", "\n", " return critic_target" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To train actor we want simply to maximize\n", "$$\\mathbb{E}_{a \\sim \\pi(a \\mid s)} Q(s, a) \\to \\max_{\\pi}$$\n", "\n", "* in **TD3**, because of deterministic policy, the expectation reduces:\n", "$$Q(s, \\pi(s)) \\to \\max_{\\pi}$$\n", "* in **SAC**, use reparametrization trick to compute gradients and also do not forget to add entropy regularizer to motivate policy to be as stochastic as possible:\n", "$$\\mathbb{E}_{a \\sim \\pi(a \\mid s)} Q(s, a) - \\alpha \\log \\pi(a \\mid s) \\to \\max_{\\pi}$$\n", "\n", "**Note:** We will use (fresh) critic1 here as Q-functon to \"exploit\". You can also use both critics and again take minimum across their estimations (this is done in original implementation of **SAC** and not done in **TD3**), but this seems to be not of high importance." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def compute_actor_loss(states):\n", " '''\n", " Returns actor loss on batch of states\n", " input:\n", " states - PyTorch tensor, (batch_size x features)\n", " output:\n", " actor loss - PyTorch tensor, (batch_size)\n", " '''\n", " # make sure you have gradients w.r.t. actor parameters\n", " actions = \n", " \n", " assert actions.requires_grad, \"actions must be differentiable with respect to policy parameters\"\n", " \n", " # compute actor loss\n", " actor_loss = \n", " return actor_loss" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Pipeline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally combining all together and launching our algorithm. Your goal is to reach at least 1000 average reward during evaluation after training in this ant environment (*since this is a new hometask, this threshold might be updated, so at least just see if your ant learned to walk in the rendered simulation*).\n", "\n", "* rewards should rise more or less steadily in this environment. There can be some drops due to instabilities of algorithm, but it should eventually start rising after 100K-200K iterations. If no progress in reward is observed after these first 100K-200K iterations, there is a bug.\n", "* gradient norm appears to be quite big for this task, it is ok if it reaches 100-200 (we handled it with clip_grad_norm). Consider everything exploded if it starts growing exponentially, then there is a bug." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "seed = \n", "np.random.seed(seed)\n", "env.unwrapped.seed(seed)\n", "torch.manual_seed(seed);" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from tqdm.notebook import trange\n", "\n", "interaction_state = env.reset()\n", "random_actor = RandomActor()\n", "\n", "for n_iterations in trange(0, 1000000, timesteps_per_epoch):\n", " # if experience replay is small yet, no training happens\n", " # we also collect data using random policy to collect more diverse starting data\n", " if len(exp_replay) < start_timesteps:\n", " _, interaction_state = play_and_record(interaction_state, random_actor, env, exp_replay, timesteps_per_epoch)\n", " continue\n", " \n", " # perform a step in environment and store it in experience replay\n", " _, interaction_state = play_and_record(interaction_state, actor, env, exp_replay, timesteps_per_epoch)\n", " \n", " # sample a batch from experience replay\n", " states, actions, rewards, next_states, is_done = exp_replay.sample(batch_size)\n", " \n", " # move everything to PyTorch tensors\n", " states = torch.tensor(states, device=DEVICE, dtype=torch.float)\n", " actions = torch.tensor(actions, device=DEVICE, dtype=torch.float)\n", " rewards = torch.tensor(rewards, device=DEVICE, dtype=torch.float)\n", " next_states = torch.tensor(next_states, device=DEVICE, dtype=torch.float)\n", " is_done = torch.tensor(\n", " is_done.astype('float32'),\n", " device=DEVICE,\n", " dtype=torch.float\n", " )\n", " \n", " # losses\n", " critic1_loss = \n", " optimize(\"critic1\", critic1, opt_critic1, critic1_loss)\n", "\n", " critic2_loss = \n", " optimize(\"critic2\", critic2, opt_critic2, critic2_loss)\n", "\n", " # actor update is less frequent in TD3\n", " if n_iterations % policy_update_freq == 0:\n", " actor_loss = \n", " optimize(\"actor\", actor, opt_actor, actor_loss)\n", "\n", " # update target networks\n", " update_target_networks(critic1, target_critic1)\n", " update_target_networks(critic2, target_critic2)\n", " update_target_networks(actor, target_actor) # comment this line if you chose SAC" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluation" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:41:47.560269Z", "start_time": "2020-09-16T18:41:47.546277Z" } }, "outputs": [], "source": [ "def evaluate(env, actor, n_games=1, t_max=1000):\n", " '''\n", " Plays n_games and returns rewards and rendered games\n", " '''\n", " rewards = []\n", "\n", " for _ in range(n_games):\n", " s, _ = env.reset()\n", "\n", " R = 0\n", " for _ in range(t_max):\n", " # select action for final evaluation of your policy\n", " action = \n", "\n", " assert (action.max() <= 1).all() and (action.min() >= -1).all()\n", "\n", " s, r, terminated, truncated, _ = env.step(action)\n", "\n", " R += r\n", "\n", " if terminated or truncated:\n", " break\n", "\n", " rewards.append(R)\n", " return np.array(rewards)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:38:45.130920Z", "start_time": "2020-09-16T18:38:13.090472Z" } }, "outputs": [], "source": [ "# evaluation will take some time!\n", "sessions = evaluate(env, actor, n_games=20)\n", "score = sessions.mean()\n", "print(f\"Your score: {score}\")\n", "\n", "assert score >= 1000, \"Needs more training?\"\n", "print(\"Well done!\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Record" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2020-09-16T18:43:19.559507Z", "start_time": "2020-09-16T18:43:19.522533Z" } }, "outputs": [], "source": [ "from gymnasium.wrappers import RecordVideo\n", "\n", "# let's hope this will work\n", "# don't forget to pray\n", "with gym.make(\"Ant-v4\", render_mode=\"rgb_array\") as env, RecordVideo(\n", " env=env, video_folder=\"./videos\"\n", ") as env_monitor:\n", " # note that t_max is 300, so collected reward will be smaller than 1000\n", " evaluate(env_monitor, actor, n_games=1, t_max=300)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Show video. This may not work in some setups. If it doesn't\n", "# work for you, you can download the videos and view them locally.\n", "\n", "from pathlib import Path\n", "from base64 import b64encode\n", "from IPython.display import HTML\n", "import sys\n", "\n", "video_paths = sorted([s for s in Path('videos').iterdir() if s.suffix == '.mp4'])\n", "video_path = video_paths[-1] # You can also try other indices\n", "\n", "if 'google.colab' in sys.modules:\n", " # https://stackoverflow.com/a/57378660/1214547\n", " with video_path.open('rb') as fp:\n", " mp4 = fp.read()\n", " data_url = 'data:video/mp4;base64,' + b64encode(mp4).decode()\n", "else:\n", " data_url = str(video_path)\n", "\n", "HTML(\"\"\"\n", "\n", "\"\"\".format(data_url))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Report\n", "\n", "We'd like to collect some statistics about computational resources you spent on this task. Please, report:\n", "* which GPU or CPU you used: \n", "* number of iterations you used for training: \n", "* wall-clock time spent (on computation =D): " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 2 } ================================================ FILE: week09_policy_II/td3_and_sac/logger.py ================================================ from collections import deque import gymnasium as gym import numpy as np from tensorboardX import SummaryWriter class TensorboardSummaries(gym.Wrapper): """Writes env summaries.""" def __init__(self, env, prefix=None, running_mean_size=100, step_var=None): super().__init__(env) self.episode_counter = 0 self.prefix = prefix or self.env.spec.id self.writer = SummaryWriter(f"logs/{self.prefix}") self.step_var = 0 self.nenvs = getattr(self.env.unwrapped, "nenvs", 1) self.rewards = np.zeros(self.nenvs) self.had_ended_episodes = np.zeros(self.nenvs, dtype=bool) self.episode_lengths = np.zeros(self.nenvs) self.reward_queues = [ deque([], maxlen=running_mean_size) for _ in range(self.nenvs) ] def should_write_summaries(self): """Returns true if it's time to write summaries.""" return np.all(self.had_ended_episodes) def add_summaries(self): """Writes summaries.""" self.writer.add_scalar( f"Episodes/total_reward", np.mean([q[-1] for q in self.reward_queues]), self.step_var, ) self.writer.add_scalar( f"Episodes/reward_mean_{self.reward_queues[0].maxlen}", np.mean([np.mean(q) for q in self.reward_queues]), self.step_var, ) self.writer.add_scalar( f"Episodes/episode_length", np.mean(self.episode_lengths), self.step_var ) if self.had_ended_episodes.size > 1: self.writer.add_scalar( f"Episodes/min_reward", min(q[-1] for q in self.reward_queues), self.step_var, ) self.writer.add_scalar( f"Episodes/max_reward", max(q[-1] for q in self.reward_queues), self.step_var, ) self.episode_lengths.fill(0) self.had_ended_episodes.fill(False) def step(self, action): obs, rew, terminated, truncated, info = self.env.step(action) self.rewards += rew self.episode_lengths[~self.had_ended_episodes] += 1 info_collection = [info] if isinstance(info, dict) else info terminated_collection = ( [terminated] if isinstance(terminated, bool) else terminated ) truncated_collection = [truncated] if isinstance(truncated, bool) else truncated done_indices = [ i for i, info in enumerate(info_collection) if info.get( "real_done", terminated_collection[i] or truncated_collection[i] ) ] for i in done_indices: if not self.had_ended_episodes[i]: self.had_ended_episodes[i] = True self.reward_queues[i].append(self.rewards[i]) self.rewards[i] = 0 self.step_var += self.nenvs if self.should_write_summaries(): self.add_summaries() return obs, rew, terminated, truncated, info def reset(self, **kwargs): self.rewards.fill(0) self.episode_lengths.fill(0) self.had_ended_episodes.fill(False) return self.env.reset(**kwargs) ================================================ FILE: week10_planning/README.md ================================================ ## Assignments Just as usual, start with `seminar_MCTS.ipynb` [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yandexdataschool/Practical_RL/blob/master/week10_planning/seminar_MCTS.ipynb) ## Materials: planning * Planning by dynamic programming (D. Silver) - [video](https://www.youtube.com/watch?v=Nd1-UUMVfz4) * Planning via tree search [videos 2-6 from CS188](https://www.youtube.com/channel/UCHBzJsIcRIVuzzHVYabikTQ) * Our lecture: * [Lecture(planning, MCTS, planning in POMDP)](https://yadi.sk/i/lOAUu7o13JBHFz) & [Seminar(MCTS)](https://yadi.sk/i/bkmjEZrk3JBHGF) * Slides [part1](https://yadi.sk/i/3PM9zCP33J3ub3) (intro), [part2](https://yadi.sk/i/M03xvZ2y3JMQre) (pomdp) * Monte-carlo tree search * Monte-carlo tree search step-by-step by J.Levine (very intuitive) - [video](https://www.youtube.com/watch?v=UXW2yZndl7U) * Udacity video on monte-carlo tree search (first part of a chain) - [video](https://www.youtube.com/watch?v=onBYsen2_eA) * A Survey of Monte Carlo Tree Search Methods (2011-2012) [pdf](http://ccg.doc.gold.ac.uk/ccg_old/papers/browne_tciaig12_1.pdf) * Reminder: UCB-1 - [slides](https://www.cs.bham.ac.uk/internal/courses/robotics/lectures/ucb1.pdf) * Guide to MCTS - [url](https://jeffbradberry.com/posts/2015/09/intro-to-monte-carlo-tree-search/) or [cached](https://webcache.googleusercontent.com/search?q=cache:jeffbradberry.com/posts/2015/09/intro-to-monte-carlo-tree-search/) ## Supplementary materials * Integrating learning and planning (D. Silver) - [video](https://www.youtube.com/watch?v=ItMutbeOHtc) * Approximating the MCTS optimal actions - 5vision solution for deephack.RL, code by Mikhail Pavlov - [repo](https://github.com/5vision/uct_atari) * Alpha Go - [explanation](https://medium.com/@jonathan_hui/alphago-how-it-works-technically-26ddcc085319) * Monte Carlo Planning in POMDP [pdf](https://papers.nips.cc/paper/4031-monte-carlo-planning-in-large-pomdps.pdf) ================================================ FILE: week10_planning/seminar_MCTS.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Seminar: Monte-carlo tree search (5 pts)\n", "\n", "Monte Carlo tree search (MCTS) is a heuristic search algorithm, which shows cool results in challenging domains such as Go and chess. The algorithm builds a search tree, iteratively traverses it, and evaluates its nodes using a Monte-Carlo simulation.\n", "\n", "In this seminar, we'll implement a MCTS([[1]](#1), [[2]](#2)) planning and use it to solve some Gym envs.\n", "\n", "![image.png](https://i.postimg.cc/6QmwnjPS/image.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__How it works?__\n", "We just start with an empty tree and expand it. There are several common procedures.\n", "\n", "__1) Selection__\n", "Starting from the root, recursively select the node that corresponds to the tree policy. \n", "\n", "There are several options for tree policies, which we saw earlier as exploration strategies: epsilon-greedy, Thomson sampling, UCB-1. It was shown that in MCTS, UCB-1 achieves a good result. Further, we will consider the one, but you can try to use others.\n", "\n", "Following the UCB-1 tree policy, we will choose an action that, on one hand, we expect to have the highest return, and on the other hand, we haven't explored much.\n", "\n", "$$\n", "\\DeclareMathOperator*{\\argmax}{arg\\,max}\n", "$$\n", "\n", "$$\n", "\\dot{a} = \\argmax_{a} \\dot{Q}(s, a)\n", "$$\n", "\n", "$$\n", "\\dot{Q}(s, a) = Q(s, a) + C_p \\sqrt{\\frac{2 \\log {N}}{n_a}}\n", "$$\n", "\n", "where: \n", "- $N$ - number of times we have visited state $s$,\n", "- $n_a$ - number of times we have taken action $a$,\n", "- $C_p$ - exploration balance parameter, which is performed between exploration and exploitation. \n", "\n", "Using Hoeffding inequality for rewards $R \\in [0,1]$ it can be shown [[3]](#3) that optimal $C_p = 1/\\sqrt{2}$. For rewards outside this range, the parameter should be tuned. We'll be using 10, but you can experiment with other values.\n", "\n", "__2) Expansion__\n", "After the selection procedure, we can achieve a leaf node or node in which we don't complete actions. In this case, we expand the tree by feasible actions and get new state nodes. \n", "\n", "__3) Simulation__\n", "How we can estimate node Q-values? The idea is to estimate action values for a given _rollout policy_ by averaging the return of many simulated trajectories from the current node. Simply, we can play with random or some special policy or use some model that can estimate it.\n", "\n", "__4) Backpropagation__\n", "The reward of the last simulation is backed up through the traversed nodes and propagates Q-value estimations, upwards to the root.\n", "\n", "$$\n", "Q({\\text{parent}}, a) = r + \\gamma \\cdot Q({\\text{child}}, a)\n", "$$\n", "\n", "There are a lot modifications of MCTS, more details about it you can find in this paper [[4]](#4)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "if 'google.colab' in sys.modules and not os.path.exists('.setup_complete'):\n", " !wget -q https://raw.githubusercontent.com/yandexdataschool/Practical_RL/master/setup_colab.sh -O- | bash\n", " !pip install -q gymnasium\n", "\n", " !touch .setup_complete\n", "\n", "# This code creates a virtual display to draw game images on.\n", "# It will have no effect if your machine has a monitor.\n", "if type(os.environ.get(\"DISPLAY\")) is not str or len(os.environ.get(\"DISPLAY\")) == 0:\n", " !bash ../xvfb start\n", " os.environ['DISPLAY'] = ':1'" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "But before we do that, we first need to make a wrapper for Gymnasium environments to allow saving and loading game states to facilitate backtracking." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import gymnasium as gym\n", "from pickle import dumps, loads\n", "from collections import namedtuple\n", "\n", "# a container for get_result function below. Works just like tuple, but prettier\n", "ActionResult = namedtuple(\n", " \"action_result\", (\"snapshot\", \"observation\", \"reward\", \"is_done\", \"info\"))\n", "\n", "\n", "class WithSnapshots(gym.Wrapper):\n", " \"\"\"\n", " Creates a wrapper that supports saving and loading environemnt states.\n", " Required for planning algorithms.\n", "\n", " This class will have access to the core environment as self.env, e.g.:\n", " - self.env.reset() #reset original env\n", " - self.env.ale.cloneState() #make snapshot for atari. load with .restoreState()\n", " - ...\n", "\n", " You can also use reset() and step() directly for convenience.\n", " - s, _ = self.reset() # same as self.env.reset()\n", " - s, r, terminated, truncated, _ = self.step(action) # same as self.env.step(action)\n", " \n", " Note that while you may use self.render(), it will spawn a window that cannot be pickled.\n", " Thus, you will need to call self.close() before pickling will work again.\n", " \"\"\"\n", "\n", " def get_snapshot(self, render=False):\n", " \"\"\"\n", " :returns: environment state that can be loaded with load_snapshot \n", " Snapshots guarantee same env behaviour each time they are loaded.\n", "\n", " Warning! Snapshots can be arbitrary things (strings, integers, json, tuples)\n", " Don't count on them being pickle strings when implementing MCTS.\n", "\n", " Developer Note: Make sure the object you return will not be affected by \n", " anything that happens to the environment after it's saved.\n", " You shouldn't, for example, return self.env. \n", " In case of doubt, use pickle.dumps or deepcopy.\n", "\n", " \"\"\"\n", " if render:\n", " self.render() # close popup windows since we can't pickle them\n", " self.close()\n", " \n", " self.unwrapped.screen = None\n", " self.unwrapped.clock = None\n", " self.unwrapped.surf = None\n", "\n", " return dumps(self.env)\n", "\n", " def load_snapshot(self, snapshot, render=False):\n", " \"\"\"\n", " Loads snapshot as current env state.\n", " Should not change snapshot inplace (in case of doubt, deepcopy).\n", " \"\"\"\n", "\n", " assert not hasattr(self, \"_monitor\") or hasattr(\n", " self.env, \"_monitor\"), \"can't backtrack while recording\"\n", "\n", " if render:\n", " self.render() # close popup windows since we can't load into them\n", " self.close()\n", " self.env = loads(snapshot)\n", "\n", " def get_result(self, snapshot, action):\n", " \"\"\"\n", " A convenience function that \n", " - loads snapshot, \n", " - commits action via self.step,\n", " - and takes snapshot again :)\n", "\n", " :returns: next snapshot, next_observation, reward, is_done, info\n", "\n", " Basically it returns next snapshot and almost everything that env.step would have returned.\n", " Note that is_done = terminated or truncated\n", " \"\"\"\n", "\n", " \n", "\n", " return ActionResult(\n", " , # fill in the variables\n", " ,\n", " ,\n", " ,\n", " ,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Try out snapshots:\n", "Let`s check our wrapper. At first, reset environment and save it, further randomly play some actions and restore our environment from the snapshot. It should be the same as our previous initial state." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# make env\n", "env = WithSnapshots(gym.make(\"CartPole-v1\",\n", " render_mode=\"rgb_array\",\n", " max_episode_steps=200))\n", "env.reset()\n", "\n", "n_actions = env.action_space.n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"initial_state:\")\n", "plt.imshow(env.render())\n", "env.close()\n", "\n", "# create first snapshot\n", "snap0 = env.get_snapshot()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# play without making snapshots (faster)\n", "while True:\n", " _, _, terminated, truncated, _ = env.step(env.action_space.sample())\n", " if terminated:\n", " print(\"Whoops! We died!\")\n", " break\n", " if truncated:\n", " print(\"Time is over!\")\n", " break\n", "\n", "print(\"final state:\")\n", "plt.imshow(env.render())\n", "env.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# reload initial state\n", "env.load_snapshot(snap0)\n", "\n", "print(\"\\n\\nAfter loading snapshot\")\n", "plt.imshow(env.render())\n", "env.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# get outcome (snapshot, observation, reward, is_done, info)\n", "res = env.get_result(snap0, env.action_space.sample())\n", "\n", "snap1, observation, reward = res[:3]\n", "\n", "# second step\n", "res2 = env.get_result(snap1, env.action_space.sample())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MCTS: Monte-Carlo tree search\n", "\n", "\n", "We will start by implementing the `Node` class - a simple class that acts like MCTS node and supports some of the MCTS algorithm steps.\n", "\n", "This MCTS implementation makes some assumptions about the environment, you can find those _in the notes section at the end of the notebook_." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "assert isinstance(env, WithSnapshots)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class Node:\n", " \"\"\"A tree node for MCTS.\n", " \n", " Each Node corresponds to the result of performing a particular action (self.action)\n", " in a particular state (self.parent), and is essentially one arm in the multi-armed bandit that\n", " we model in that state.\"\"\"\n", "\n", " # metadata:\n", " parent = None # parent Node\n", " qvalue_sum = 0. # sum of Q-values from all visits (numerator)\n", " times_visited = 0 # counter of visits (denominator)\n", "\n", " def __init__(self, parent, action):\n", " \"\"\"\n", " Creates and empty node with no children.\n", " Does so by commiting an action and recording outcome.\n", "\n", " :param parent: parent Node\n", " :param action: action to commit from parent Node\n", " \"\"\"\n", "\n", " self.parent = parent\n", " self.action = action\n", " self.children = set() # set of child nodes\n", "\n", " # get action outcome and save it\n", " res = env.get_result(parent.snapshot, action)\n", " self.snapshot, self.observation, self.immediate_reward, self.is_done, _ = res\n", "\n", " def is_leaf(self):\n", " return len(self.children) == 0\n", "\n", " def is_root(self):\n", " return self.parent is None\n", "\n", " def get_qvalue_estimate(self):\n", " return self.qvalue_sum / self.times_visited if self.times_visited != 0 else 0\n", "\n", " def ucb_score(self, scale=10, max_value=1e100):\n", " \"\"\"\n", " Computes ucb1 upper bound using current value and visit counts for node and it's parent.\n", "\n", " :param scale: Multiplies upper bound by that. From Hoeffding inequality,\n", " assumes reward range to be [0, scale].\n", " :param max_value: a value that represents infinity (for unvisited nodes).\n", "\n", " \"\"\"\n", "\n", " if self.times_visited == 0:\n", " return max_value\n", "\n", " # compute ucb-1 additive component (to be added to mean value)\n", " # hint: you can use self.parent.times_visited for N times node was considered,\n", " # and self.times_visited for n times it was visited\n", "\n", " U = \n", "\n", " return self.get_qvalue_estimate() + scale * U\n", "\n", " # MCTS steps\n", "\n", " def select_best_leaf(self):\n", " \"\"\"\n", " Picks the leaf with the highest priority to expand.\n", " Does so by recursively picking nodes with the best UCB-1 score until it reaches a leaf.\n", " \"\"\"\n", " if self.is_leaf():\n", " return self\n", "\n", " children = self.children\n", "\n", " # Select the child node with the highest UCB score. You might want to implement some heuristics\n", " # to break ties in a smart way, although CartPole should work just fine without them.\n", " best_child = \n", "\n", " return best_child.select_best_leaf()\n", "\n", " def expand(self):\n", " \"\"\"\n", " Expands the current node by creating all possible child nodes.\n", " Then returns one of those children.\n", " \"\"\"\n", "\n", " assert not self.is_done, \"can't expand from terminal state\"\n", "\n", " for action in range(n_actions):\n", " self.children.add(Node(self, action))\n", "\n", " # If you have implemented any heuristics in select_best_leaf(), they will be used here.\n", " # Otherwise, this is equivalent to picking some undefined newly created child node.\n", " return self.select_best_leaf()\n", "\n", " def rollout(self, t_max=10**4):\n", " \"\"\"\n", " Play the game from this state to the end (done) or for t_max steps.\n", "\n", " On each step, pick action at random (hint: env.action_space.sample()).\n", "\n", " Compute sum of rewards from the current state until the end of the episode.\n", " Note 1: use env.action_space.sample() for picking a random action.\n", " Note 2: if the node is terminal (self.is_done is True), just return self.immediate_reward.\n", "\n", " \"\"\"\n", "\n", " # set env into the appropriate state\n", " env.load_snapshot(self.snapshot)\n", " obs = self.observation\n", " is_done = self.is_done\n", "\n", " \n", "\n", " return rollout_reward\n", "\n", " def propagate(self, child_qvalue):\n", " \"\"\"\n", " Uses child Q-value (sum of rewards) to update parents recursively.\n", " \"\"\"\n", " # compute node Q-value\n", " my_qvalue = self.immediate_reward + child_qvalue\n", "\n", " # update qvalue_sum and times_visited\n", " self.qvalue_sum += my_qvalue\n", " self.times_visited += 1\n", "\n", " # propagate upwards\n", " if not self.is_root():\n", " self.parent.propagate(my_qvalue)\n", "\n", " def safe_delete(self):\n", " \"\"\"safe delete to prevent memory leak in some python versions\"\"\"\n", " del self.parent\n", " for child in self.children:\n", " child.safe_delete()\n", " del child" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class Root(Node):\n", " def __init__(self, snapshot, observation):\n", " \"\"\"\n", " creates special node that acts like tree root\n", " :snapshot: snapshot (from env.get_snapshot) to start planning from\n", " :observation: last environment observation\n", " \"\"\"\n", "\n", " self.parent = self.action = None\n", " self.children = set() # set of child nodes\n", "\n", " # root: load snapshot and observation\n", " self.snapshot = snapshot\n", " self.observation = observation\n", " self.immediate_reward = 0\n", " self.is_done = False\n", "\n", " @staticmethod\n", " def from_node(node):\n", " \"\"\"initializes node as root\"\"\"\n", " root = Root(node.snapshot, node.observation)\n", " # copy data\n", " copied_fields = [\"qvalue_sum\", \"times_visited\", \"children\", \"is_done\"]\n", " for field in copied_fields:\n", " setattr(root, field, getattr(node, field))\n", " return root" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Main MCTS loop\n", "\n", "With all we implemented, MCTS boils down to a trivial piece of code." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def plan_mcts(root, n_iters=10):\n", " \"\"\"\n", " builds tree with monte-carlo tree search for n_iters iterations\n", " :param root: tree node to plan from\n", " :param n_iters: how many select-expand-simulate-propagete loops to make\n", " \"\"\"\n", " for _ in range(n_iters):\n", " node = \n", "\n", " if node.is_done:\n", " # All rollouts from a terminal node are empty, and thus have 0 reward.\n", " node.propagate(0)\n", " else:\n", " # Expand the best leaf. Perform a rollout from it. Propagate the results upwards.\n", " # Note that here you have some leeway in choosing where to propagate from.\n", " # Any reasonable choice should work.\n", " \n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plan and execute\n", "\n", "Let's use our MCTS implementation to find the optimal policy." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "env = WithSnapshots(gym.make(\"CartPole-v1\", render_mode=\"rgb_array\", max_episode_steps=200))\n", "root_observation, _ = env.reset()\n", "root_snapshot = env.get_snapshot()\n", "root = Root(root_snapshot, root_observation)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# plan from root:\n", "plan_mcts(root, n_iters=1000)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# import copy\n", "# saved_root = copy.deepcopy(root)\n", "# root = saved_root" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import clear_output\n", "from itertools import count\n", "\n", "total_reward = 0 # sum of rewards\n", "test_env = loads(root_snapshot) # env used to show progress\n", "\n", "for i in count():\n", "\n", " # get best child\n", " best_child = \n", "\n", " # take action\n", " s, r, terminated, truncated, _ = test_env.step(best_child.action)\n", "\n", " # show image\n", " clear_output(True)\n", " plt.title(\"step %i\" % i)\n", " plt.imshow(test_env.render())\n", " plt.show()\n", "\n", " total_reward += r\n", " if terminated or truncated:\n", " print(\"Finished with reward = \", total_reward)\n", " break\n", "\n", " # discard unrealized part of the tree [because not every child matters :(]\n", " for child in root.children:\n", " if child != best_child:\n", " child.safe_delete()\n", "\n", " # declare best child a new root\n", " root = Root.from_node(best_child)\n", "\n", " assert not root.is_leaf(), \\\n", " \"We ran out of tree! Need more planning! Try growing the tree right inside the loop.\"\n", "\n", " # You may want to run more planning here\n", " # " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus assignments (10+pts each)\n", "\n", "There's a few things you might want to try if you want to dig deeper:\n", "\n", "### Node selection and expansion\n", "\n", "\"Analyze this\" assignment\n", "\n", "UCB-1 is a weak bound as it relies on a very general bounds (Hoeffding Inequality, to be exact). \n", "* Try playing with the exploration parameter $C_p$. The theoretically optimal $C_p$ you can get from a max reward of the environment (max reward for CartPole is 200).\n", "* Use using a different exploration strategy (bayesian UCB, for example)\n", "* Expand not all but several random actions per `expand` call. See __the notes below__ for details.\n", "\n", "The goal is to find out what gives the optimal performance for `CartPole-v0` for different time budgets (i.e. different n_iter in plan_mcts.)\n", "\n", "Evaluate your results on `Acrobot-v1` - do the results change and if so, how can you explain it?\n", "\n", "\n", "### Atari-RAM\n", "\n", "\"Build this\" assignment\n", "\n", "Don't forget to run:\n", "``` \n", "pip install gymnasium[atari,accept-rom-license]\n", "``` \n", "\n", "Apply MCTS to play Atari games. In particular, let's start with ```gym.make(\"MsPacman-ramDeterministic-v0\")```.\n", "\n", "This requires two things:\n", "* Slightly modify WithSnapshots wrapper to work with atari.\n", "\n", " * Atari has a special interface for snapshots:\n", " ``` \n", " snapshot = self.env.ale.cloneState()\n", " ...\n", " self.env.ale.restoreState(snapshot)\n", " ```\n", " * Try it on the env above to make sure it does what you told it to.\n", " \n", "* Run MCTS on the game above. \n", " * Start with small tree size to speed-up computations\n", " * You will probably want to rollout for 10-100 steps (t_max) for starters\n", " * Consider using discounted rewards (see __notes at the end__)\n", " * Try a better rollout policy\n", " \n", " \n", "### Integrate learning into planning\n", "\n", "Planning on each iteration is a costly thing to do. You can speed things up drastically if you train a classifier to predict which action will turn out to be best according to MCTS.\n", "\n", "To do so, just record which action did the MCTS agent take on each step and fit something to [state, mcts_optimal_action]\n", "* You can also use optimal actions from discarded states to get more (dirty) samples. Just don't forget to fine-tune without them.\n", "* It's also worth a try to use P(best_action|state) from your model to select best nodes in addition to UCB\n", "* If your model is lightweight enough, try using it as a rollout policy.\n", "\n", "__(bonus points)__ While CartPole is glorious enough, try expanding this to ```gym.make(\"MsPacmanDeterministic-v0\")```\n", "* See previous section on how to wrap atari (you'll get points for both if you run this on atari)\n", "\n", "\n", "### Integrate planning into learning (project, a LOT of points)\n", "\n", "Incorporate planning into the agent architecture. \n", "\n", "The goal is to implement [Value Iteration Networks](https://arxiv.org/abs/1602.02867)\n", "\n", "You will need to implement a special layer that performs value iteration-like update to a recurrent memory. This can be implemented the same way you did in the POMDP assignment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Notes\n", "\n", "\n", "#### Assumptions\n", "\n", "The full list of assumptions is:\n", "\n", "* __Finite number of actions__: we enumerate all actions in `expand`.\n", "* __Episodic (finite) MDP__: while technically it works for infinite MDPs, we perform a rollout for $10^4$ steps. If you are knowingly infinite, please adjust `t_max` to something more reasonable.\n", "* __Deterministic MDP__: `Node` represents the single outcome of taking `self.action` in `self.parent`, and does not support the situation where taking an action in a state may lead to different rewards and next states.\n", "* __No discounted rewards__: we assume $\\gamma=1$. If that isn't the case, you only need to change two lines in `rollout()` and use `my_qvalue = self.immediate_reward + gamma * child_qvalue` for `propagate()`.\n", "* __pickleable env__: won't work if e.g. your env is connected to a web-browser surfing the internet. For custom envs, you may need to modify get_snapshot/load_snapshot from `WithSnapshots`.\n", "\n", "#### On `get_best_leaf` and `expand` functions\n", "\n", "This MCTS implementation only selects leaf nodes for expansion.\n", "This doesn't break things down because `expand` adds all possible actions. Hence, all non-leaf nodes are by design fully expanded and shouldn't be selected.\n", "\n", "If you want to only add a few random action on each expand, you will also have to modify `get_best_leaf` to consider returning non-leafs.\n", "\n", "#### Rollout policy\n", "\n", "We use a simple uniform policy for rollouts. This introduces a negative bias to good situations that can be messed up completely with random bad action. As a simple example, if you tend to rollout with uniform policy, you better don't use sharp knives and walk near cliffs.\n", "\n", "You can improve that by integrating a reinforcement _learning_ algorithm with a computationally light agent. You can even train this agent on optimal policy found by the tree search.\n", "\n", "#### Contributions\n", "* Reusing some code from 5vision [solution for deephack.RL](https://github.com/5vision/uct_atari), code by Mikhail Pavlov\n", "* Using some code from [this gist](https://gist.github.com/blole/dfebbec182e6b72ec16b66cc7e331110)\n", "\n", "#### References\n", "* [1] _Coulom R. (2007) Efficient Selectivity and Backup Operators in Monte-Carlo Tree Search. In: van den Herik H.J., Ciancarini P., Donkers H.H.L.M.. (eds) Computers and Games. CG 2006. Lecture Notes in Computer Science, vol 4630. Springer, Berlin, Heidelberg_\n", "\n", "* [2] _Kocsis L., Szepesvári C. (2006) Bandit Based Monte-Carlo Planning. In: Fürnkranz J., Scheffer T., Spiliopoulou M. (eds) Machine Learning: ECML 2006. ECML 2006. Lecture Notes in Computer Science, vol 4212. Springer, Berlin, Heidelberg_\n", "\n", "* [3] _Kocsis, Levente, Csaba Szepesvári, and Jan Willemson. \"Improved monte-carlo search.\" Univ. Tartu, Estonia, Tech. Rep 1 (2006)._\n", "\n", "* [4] _C. B. Browne et al., \"A Survey of Monte Carlo Tree Search Methods,\" in IEEE Transactions on Computational Intelligence and AI in Games, vol. 4, no. 1, pp. 1-43, March 2012, doi: 10.1109/TCIAIG.2012.2186810._" ] } ], "metadata": { "language_info": { "name": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: xvfb ================================================ #!/usr/bin/env bash # taken from https://gist.github.com/jterrace/2911875 XVFB=/usr/bin/Xvfb XVFBARGS=":1 -screen 0 1024x768x24 -ac +extension GLX +render -noreset" if [ -z "$XDG_RUNTIME_DIR" ]; then export XDG_RUNTIME_DIR=/run/user/$(id -u) fi if ! touch $XDG_RUNTIME_DIR/.can_i_write 2>/dev/null; then export XDG_RUNTIME_DIR=~/.run/user/$(id -u) mkdir -p $XDG_RUNTIME_DIR chmod 700 $XDG_RUNTIME_DIR fi PIDFILE=$XDG_RUNTIME_DIR/xvfb.pid case "$1" in start) echo -n "Starting virtual X frame buffer: Xvfb" start-stop-daemon --start --quiet --pidfile $PIDFILE --make-pidfile --background --exec $XVFB -- $XVFBARGS echo "." ;; stop) echo -n "Stopping virtual X frame buffer: Xvfb" start-stop-daemon --stop --quiet --pidfile $PIDFILE echo "." ;; restart) $0 stop $0 start ;; *) echo "Usage: /etc/init.d/xvfb {start|stop|restart}" exit 1 esac exit 0 ================================================ FILE: yet_another_week/README.md ================================================ __Our slides:__ __[inverse/imitation rl](https://yadi.sk/i/ngB_BcNx3UggK6);__ __[multi-agent 101](https://yadi.sk/i/XrFgmdCy3Vtd4k);__ __[multi-agent 102](https://docs.google.com/presentation/d/1AiSZnWGHWU_34QZ0fqdCGIXWUX_bC-0zz3kc3VVcPCA/edit?usp=sharing);__ __[hierarchical rl](https://yadi.sk/i/LkNiKxMz3Vtcr3)__ In this week you can find several sections covering advanced topics in RL, along with less advanced topics that we couldn't squeeze into the main track ## Other * Learning by imitation - [video](https://www.youtube.com/watch?v=kl_G95uKTHw), [assignment](http://rll.berkeley.edu/deeprlcourse/docs/hw1.pdf)(berkeley cs294) * Inverse reinforcement learning * Lecture by Chelsea Finn - [video](https://www.youtube.com/watch?v=d9DlQSJQAoI) * Udacity videos - [video](https://www.youtube.com/watch?v=h7uGyBcIeII) * Distributional RL - [video](https://www.youtube.com/watch?v=bsuvM1jO-4w) * Learning World Models for RL - [blog](https://worldmodels.github.io/) * Knowledge transfer in RL - [video](https://www.youtube.com/watch?v=Hx4XpVdJOI0)(berkeley cs294) * Hierarchical reinforcemnt learning * Cool article ( Fe__U__dal networks ) - [arxiv](https://arxiv.org/abs/1703.01161) * Short lecture by Roy Fox - [video](https://www.youtube.com/watch?v=x_QjJry0hTc) * Multi-Agent reinforcement learning * Lecture by Thoro Graepel - role of HRL in AI research - [video](https://www.youtube.com/watch?v=CvL-KV3IBcM) * Lecture by Balaraman Ravindran - [video](https://www.youtube.com/watch?v=K5MlmO0UJtI) ## A list of lists * [awesome_rl](https://github.com/aikorea/awesome-rl/) - a curated list of resources dedicated to reinforcement learning. * [junhyukoh's list](https://github.com/junhyukoh/deep-reinforcement-learning-papers) * [muupan's list](https://github.com/muupan/deep-reinforcement-learning-papers) * Courses: * [CS294: deep reinforcement learning](http://rll.berkeley.edu/deeprlcourse/) * [Silver's RL course](http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html) * [Sutton's book, 2nd edition](http://incompleteideas.net/sutton/book/the-book-2nd.html) * [Implementations of many basic RL algorithms (raw and/or tensorflow)](https://github.com/dennybritz/reinforcement-learning) * Reddit: [General ML](https://www.reddit.com/r/MachineLearning/), [RL](https://www.reddit.com/r/reinforcementlearning/), [CS294](https://www.reddit.com/r/berkeleydeeprlcourse/) * [This great link you could have contributed] ================================================ FILE: yet_another_week/_resource/README.md ================================================ This is a utility folder to store images and other resources used in notebooks. ================================================ FILE: yet_another_week/_resource/qlearning_scheme.pgm ================================================ P2 640 480 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 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255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 ================================================ FILE: youtube_dl_lectures.sh ================================================ #!/usr/bin/env bash # This script uses https://github.com/rg3/youtube-dl/ to download __ENGLISH__ # lecture materials in the respective folders. You can install youtube-dl via # `pip install --upgrade youtube-dl` if you do not have it already. # WARNING! The full script downloads gigabytes of mp4! # week01 youtube-dl 'https://www.youtube.com/watch?v=2pWv7GOvuf0' --output 'week01_intro/lect/Lecture1_Silver.mp4' youtube-dl 'https://www.youtube.com/watch?v=aUrX-rP_ss4' --output 'week01_intro/lect/Lecture_Schulman.mp4' youtube-dl 'https://www.youtube.com/watch?v=lfHX2hHRMVQ' --output 'week01_intro/lect/Lecture2_Silver_optional.mp4' # week02 youtube-dl 'https://www.youtube.com/watch?v=Nd1-UUMVfz4' --output 'week02_value_based/lect/Lecture_Silver.mp4' youtube-dl 'https://www.youtube.com/watch?v=i0o-ui1N35U' --output 'week02_value_based/lect/Alternative_lecture_Abbeel_part1.mp4' youtube-dl 'https://www.youtube.com/watch?v=Csiiv6WGzKM' --output 'week02_value_based/lect/Alternative_lecture_Abbeel_part2.mp4' youtube-dl 'https://www.youtube.com/watch?v=IL3gVyJMmhg' --output 'week02_value_based/lect/Alternative_lecture_Schulman.mp4' # week03 youtube-dl 'https://www.youtube.com/watch?v=PnHCvfgC_ZA' --output 'week03_model_free/lect/Lecture_Silver_part1.mp4' youtube-dl 'https://www.youtube.com/watch?v=0g4j2k_Ggc4' --output 'week03_model_free/lect/Lecture_Silver_part2.mp4' youtube-dl 'https://www.youtube.com/watch?v=ifma8G7LegE' --output 'week03_model_free/lect/Alternative_lecture_Abbeel.mp4' youtube-dl 'https://www.youtube.com/watch?v=IL3gVyJMmhg' --output 'week03_model_free/lect/Alternative_lecture_Schulman.mp4' # week04_recap youtube-dl 'https://www.youtube.com/watch?v=uXt8qF2Zzfo' --output 'week04_[recap]_deep_learning/lect/Lecture_basics.mp4' youtube-dl 'https://www.youtube.com/watch?v=FmpDIaiMIeA' --output 'week04_[recap]_deep_learning/lect/Lecture_convnets.mp4' # week04 youtube-dl 'https://www.youtube.com/watch?v=UoPei5o4fps' --output 'week04_approx_rl/lect/Lecture_Silver.mp4' youtube-dl 'https://www.youtube.com/watch?v=h1-pj4Y9-kM' --output 'week04_approx_rl/lect/Lecture_Schulman.mp4' # week05 youtube-dl 'https://www.youtube.com/watch?v=sGuiWX07sKw' --output 'week05_explore/lect/Lecture_Silver.mp4' youtube-dl 'https://www.youtube.com/watch?v=SfCa1HQMkuw' --output 'week05_explore/lect/Lecture_Schulman.mp4' # week06 youtube-dl 'https://www.youtube.com/watch?v=KHZVXao4qXs' --output 'week06_policy_based/lect/Lecture_Silver.mp4' youtube-dl 'https://www.youtube.com/watch?v=BB-BhTn6DCM' --output 'week06_policy_based/lect/Alternative_lecture_Schulman_part1.mp4' youtube-dl 'https://www.youtube.com/watch?v=Wnl-Qh2UHGg' --output 'week06_policy_based/lect/Alternative_lecture_Schulman_part2.mp4' # week07_recap youtube-dl 'https://www.youtube.com/watch?v=iX5V1WpxxkY' --output 'week07_[recap]_rnn/lect/Lecture_cs231.mp4' youtube-dl 'https://www.youtube.com/watch?v=Ukgii7Yd_cU' --output 'week07_[recap]_rnn/lect/Alternative_lecture_nervana.mp4' youtube-dl 'https://www.youtube.com/watch?v=xK-bzjIQkmM' --output 'week07_[recap]_rnn/lect/Alternative_lecture_Bengio.mp4' youtube-dl 'https://www.youtube.com/watch?v=G5RY_SUJih4' --output 'week07_[recap]_rnn/lect/Bonus_lecture_seq2seq.mp4' # week07 youtube-dl 'https://www.youtube.com/watch?v=yCqPMD6coO8' --output 'week07_pomdp/lect/Lecture_Ng.mp4' # week08 youtube-dl 'https://www.youtube.com/watch?v=yCqPMD6coO8' --output 'week08_pomdp/lect/Lecture_Ng.mp4' youtube-dl 'https://www.youtube.com/watch?v=9G_KevA8DFY' --output 'week08_pomdp/lect/Alternative_lecture_Ravindran_part1.mp4' youtube-dl 'https://www.youtube.com/watch?v=dMOUp7YzUpQ' --output 'week08_pomdp/lect/Alternative_lecture_Ravindran_part2.mp4' youtube-dl 'https://www.youtube.com/watch?v=dMOUp7YzUpQ' --output 'week08_pomdp/lect/Bonus_lecture_Baveja.mp4' # week09 youtube-dl 'https://www.youtube.com/watch?v=_t5fpZuuf-4' --output 'week09_policy_II/lect/Lecture_Schulman.mp4'